Namespace(batch_size=14, clip_len=4, data_path='/home/ssheshap/Pointcloud/P4Transformer/MSRAction3D/Depth', depth=5, dim=1024, dim_head=128, emb_relu=False, epochs=50, heads=8, lr=0.01, lr_gamma=0.1, lr_milestones=[20, 30], lr_warmup_epochs=10, mlp_dim=2048, model='P4Transformer', momentum=0.9, nsamples=32, num_points=2048, output_dir='', print_freq=10, radius=0.7, resume='', seed=0, spatial_stride=32, start_epoch=0, temporal_kernel_size=3, temporal_stride=2, weight_decay=0.0001, workers=10) torch version: 1.11.0 torchvision version: 0.12.0 Loading data Creating data loaders Creating model Start training Epoch: [0] [ 0/702] eta: 0:44:04 lr: 1.0000000000000001e-07 clips/s: 5.473 loss: 2.9891 (2.9891) acc1: 14.2857 (14.2857) acc5: 21.4286 (21.4286) time: 3.7673 data: 1.2093 max mem: 787 Epoch: [0] [ 10/702] eta: 0:04:46 lr: 1.4344871794871796e-05 clips/s: 442.574 loss: 3.0078 (2.9998) acc1: 7.1429 (7.1429) acc5: 28.5714 (29.8701) time: 0.4139 data: 0.1100 max mem: 1119 Epoch: [0] [ 20/702] eta: 0:02:38 lr: 2.8589743589743592e-05 clips/s: 432.989 loss: 3.0202 (3.0054) acc1: 0.0000 (5.4422) acc5: 28.5714 (29.2517) time: 0.0551 data: 0.0001 max mem: 1119 Epoch: [0] [ 30/702] eta: 0:01:52 lr: 4.283461538461539e-05 clips/s: 437.170 loss: 3.0202 (3.0046) acc1: 0.0000 (5.2995) acc5: 28.5714 (29.2627) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [ 40/702] eta: 0:01:28 lr: 5.707948717948718e-05 clips/s: 434.739 loss: 3.0083 (3.0008) acc1: 7.1429 (6.2718) acc5: 21.4286 (28.3972) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [ 50/702] eta: 0:01:14 lr: 7.132435897435898e-05 clips/s: 439.421 loss: 2.9663 (2.9949) acc1: 7.1429 (6.7227) acc5: 21.4286 (28.2913) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [ 60/702] eta: 0:01:04 lr: 8.556923076923079e-05 clips/s: 438.669 loss: 2.9912 (2.9969) acc1: 7.1429 (6.6745) acc5: 21.4286 (26.9321) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [ 70/702] eta: 0:00:57 lr: 9.981410256410256e-05 clips/s: 387.984 loss: 2.9689 (2.9930) acc1: 7.1429 (7.3441) acc5: 21.4286 (26.7606) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [0] [ 80/702] eta: 0:00:52 lr: 0.00011405897435897436 clips/s: 437.754 loss: 2.9771 (2.9918) acc1: 7.1429 (7.2310) acc5: 21.4286 (27.0723) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [0] [ 90/702] eta: 0:00:47 lr: 0.00012830384615384615 clips/s: 442.787 loss: 2.9863 (2.9899) acc1: 7.1429 (7.0644) acc5: 28.5714 (28.4144) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [100/702] eta: 0:00:44 lr: 0.00014254871794871796 clips/s: 444.430 loss: 2.9848 (2.9913) acc1: 7.1429 (6.7185) acc5: 28.5714 (28.0764) time: 0.0315 data: 0.0001 max mem: 1119 Epoch: [0] [110/702] eta: 0:00:41 lr: 0.00015679358974358978 clips/s: 443.219 loss: 2.9907 (2.9924) acc1: 0.0000 (6.5637) acc5: 21.4286 (28.0566) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [120/702] eta: 0:00:38 lr: 0.00017103846153846157 clips/s: 442.848 loss: 2.9907 (2.9924) acc1: 7.1429 (6.5525) acc5: 21.4286 (27.9221) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [130/702] eta: 0:00:36 lr: 0.0001852833333333333 clips/s: 444.063 loss: 2.9728 (2.9916) acc1: 0.0000 (6.3795) acc5: 28.5714 (28.0807) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [140/702] eta: 0:00:34 lr: 0.00019952820512820512 clips/s: 437.891 loss: 2.9650 (2.9918) acc1: 7.1429 (6.4843) acc5: 28.5714 (28.1662) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [150/702] eta: 0:00:32 lr: 0.00021377307692307693 clips/s: 440.301 loss: 2.9565 (2.9886) acc1: 7.1429 (6.7171) acc5: 28.5714 (28.5714) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [160/702] eta: 0:00:31 lr: 0.00022801794871794872 clips/s: 440.281 loss: 3.0006 (2.9904) acc1: 7.1429 (6.6548) acc5: 28.5714 (28.5271) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [170/702] eta: 0:00:29 lr: 0.0002422628205128205 clips/s: 440.830 loss: 3.0121 (2.9926) acc1: 7.1429 (6.5998) acc5: 21.4286 (28.2373) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [180/702] eta: 0:00:28 lr: 0.0002565076923076923 clips/s: 439.878 loss: 3.0044 (2.9913) acc1: 7.1429 (6.6298) acc5: 28.5714 (28.4136) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [190/702] eta: 0:00:27 lr: 0.0002707525641025641 clips/s: 442.697 loss: 2.9700 (2.9898) acc1: 7.1429 (6.5445) acc5: 28.5714 (28.6088) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [200/702] eta: 0:00:26 lr: 0.0002849974358974359 clips/s: 445.465 loss: 2.9846 (2.9907) acc1: 7.1429 (6.5032) acc5: 28.5714 (28.8913) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [210/702] eta: 0:00:25 lr: 0.0002992423076923077 clips/s: 439.691 loss: 2.9939 (2.9891) acc1: 7.1429 (6.4997) acc5: 35.7143 (29.2485) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [220/702] eta: 0:00:24 lr: 0.0003134871794871795 clips/s: 439.589 loss: 2.9975 (2.9894) acc1: 7.1429 (6.3995) acc5: 28.5714 (29.0239) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [230/702] eta: 0:00:23 lr: 0.00032773205128205126 clips/s: 440.548 loss: 2.9954 (2.9885) acc1: 7.1429 (6.4317) acc5: 28.5714 (29.3445) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [240/702] eta: 0:00:22 lr: 0.00034197692307692313 clips/s: 440.879 loss: 2.9711 (2.9891) acc1: 7.1429 (6.3723) acc5: 35.7143 (29.2828) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [250/702] eta: 0:00:21 lr: 0.0003562217948717949 clips/s: 442.701 loss: 2.9652 (2.9869) acc1: 7.1429 (6.4883) acc5: 28.5714 (29.3682) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [260/702] eta: 0:00:21 lr: 0.00037046666666666665 clips/s: 443.815 loss: 2.9361 (2.9857) acc1: 7.1429 (6.7050) acc5: 28.5714 (29.4472) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [270/702] eta: 0:00:20 lr: 0.0003847115384615385 clips/s: 443.359 loss: 2.9691 (2.9869) acc1: 7.1429 (6.7211) acc5: 28.5714 (29.4149) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [280/702] eta: 0:00:19 lr: 0.0003989564102564103 clips/s: 440.179 loss: 2.9953 (2.9871) acc1: 7.1429 (6.7616) acc5: 28.5714 (29.3849) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] [290/702] eta: 0:00:19 lr: 0.00041320128205128205 clips/s: 437.665 loss: 2.9924 (2.9864) acc1: 7.1429 (6.8483) acc5: 28.5714 (29.4551) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [300/702] eta: 0:00:18 lr: 0.00042744615384615386 clips/s: 440.578 loss: 2.9924 (2.9858) acc1: 7.1429 (6.7632) acc5: 28.5714 (29.4257) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [310/702] eta: 0:00:17 lr: 0.0004416910256410257 clips/s: 443.326 loss: 2.9924 (2.9869) acc1: 7.1429 (6.7754) acc5: 28.5714 (29.4212) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [320/702] eta: 0:00:17 lr: 0.0004559358974358975 clips/s: 442.881 loss: 2.9924 (2.9866) acc1: 7.1429 (6.7646) acc5: 28.5714 (29.4838) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [330/702] eta: 0:00:16 lr: 0.0004701807692307692 clips/s: 432.390 loss: 2.9431 (2.9868) acc1: 7.1429 (6.7328) acc5: 28.5714 (29.4130) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [340/702] eta: 0:00:15 lr: 0.00048442564102564096 clips/s: 441.297 loss: 2.9431 (2.9856) acc1: 7.1429 (6.7658) acc5: 28.5714 (29.4931) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [350/702] eta: 0:00:15 lr: 0.0004986705128205128 clips/s: 442.254 loss: 2.9713 (2.9860) acc1: 7.1429 (6.8173) acc5: 35.7143 (29.5889) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [360/702] eta: 0:00:14 lr: 0.0005129153846153845 clips/s: 440.278 loss: 3.0048 (2.9859) acc1: 7.1429 (6.8461) acc5: 35.7143 (29.7586) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [370/702] eta: 0:00:14 lr: 0.0005271602564102565 clips/s: 442.257 loss: 2.9561 (2.9845) acc1: 7.1429 (6.8733) acc5: 35.7143 (29.8614) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [380/702] eta: 0:00:13 lr: 0.0005414051282051282 clips/s: 443.557 loss: 2.9328 (2.9837) acc1: 7.1429 (6.9179) acc5: 28.5714 (29.9775) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [390/702] eta: 0:00:13 lr: 0.00055565 clips/s: 438.159 loss: 2.9474 (2.9842) acc1: 7.1429 (6.9419) acc5: 28.5714 (30.0512) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [400/702] eta: 0:00:12 lr: 0.0005698948717948718 clips/s: 438.522 loss: 3.0135 (2.9841) acc1: 7.1429 (7.0004) acc5: 28.5714 (30.1389) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [410/702] eta: 0:00:12 lr: 0.0005841397435897436 clips/s: 435.374 loss: 2.9731 (2.9840) acc1: 7.1429 (7.0038) acc5: 35.7143 (30.1182) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [420/702] eta: 0:00:11 lr: 0.0005983846153846154 clips/s: 414.290 loss: 2.9791 (2.9842) acc1: 7.1429 (7.0241) acc5: 28.5714 (30.0645) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [430/702] eta: 0:00:11 lr: 0.0006126294871794872 clips/s: 441.240 loss: 2.9637 (2.9834) acc1: 7.1429 (6.9937) acc5: 28.5714 (30.1956) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [440/702] eta: 0:00:10 lr: 0.0006268743589743591 clips/s: 443.172 loss: 2.9637 (2.9835) acc1: 7.1429 (6.9971) acc5: 35.7143 (30.2073) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [450/702] eta: 0:00:10 lr: 0.0006411192307692307 clips/s: 439.641 loss: 2.9590 (2.9827) acc1: 7.1429 (7.0953) acc5: 28.5714 (30.3136) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [460/702] eta: 0:00:09 lr: 0.0006553641025641026 clips/s: 443.496 loss: 2.9480 (2.9823) acc1: 7.1429 (7.1429) acc5: 35.7143 (30.4772) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [470/702] eta: 0:00:09 lr: 0.0006696089743589744 clips/s: 390.604 loss: 2.9518 (2.9817) acc1: 7.1429 (7.1277) acc5: 35.7143 (30.6642) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [480/702] eta: 0:00:08 lr: 0.0006838538461538463 clips/s: 438.728 loss: 2.9660 (2.9815) acc1: 7.1429 (7.1429) acc5: 35.7143 (30.6950) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [490/702] eta: 0:00:08 lr: 0.0006980987179487179 clips/s: 439.358 loss: 2.9046 (2.9799) acc1: 7.1429 (7.2447) acc5: 35.7143 (30.8990) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [500/702] eta: 0:00:08 lr: 0.0007123435897435898 clips/s: 439.546 loss: 2.9548 (2.9807) acc1: 7.1429 (7.2284) acc5: 35.7143 (30.8383) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [510/702] eta: 0:00:07 lr: 0.0007265884615384615 clips/s: 442.604 loss: 2.9492 (2.9793) acc1: 7.1429 (7.2826) acc5: 28.5714 (30.9058) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [520/702] eta: 0:00:07 lr: 0.0007408333333333334 clips/s: 443.005 loss: 2.9390 (2.9791) acc1: 7.1429 (7.2662) acc5: 35.7143 (31.0255) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [530/702] eta: 0:00:06 lr: 0.0007550782051282052 clips/s: 442.948 loss: 2.9529 (2.9786) acc1: 7.1429 (7.2639) acc5: 35.7143 (31.0465) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [540/702] eta: 0:00:06 lr: 0.000769323076923077 clips/s: 444.571 loss: 2.9962 (2.9796) acc1: 7.1429 (7.2353) acc5: 28.5714 (30.9744) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [550/702] eta: 0:00:05 lr: 0.0007835679487179487 clips/s: 443.406 loss: 2.9795 (2.9793) acc1: 7.1429 (7.2336) acc5: 28.5714 (31.0993) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [560/702] eta: 0:00:05 lr: 0.0007978128205128206 clips/s: 439.437 loss: 2.9610 (2.9791) acc1: 7.1429 (7.2193) acc5: 35.7143 (31.1052) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [570/702] eta: 0:00:05 lr: 0.0008120576923076923 clips/s: 443.517 loss: 2.9723 (2.9789) acc1: 7.1429 (7.2805) acc5: 35.7143 (31.1609) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [580/702] eta: 0:00:04 lr: 0.000826302564102564 clips/s: 440.601 loss: 2.9612 (2.9791) acc1: 7.1429 (7.2781) acc5: 35.7143 (31.1409) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [590/702] eta: 0:00:04 lr: 0.0008405474358974359 clips/s: 438.414 loss: 2.9826 (2.9793) acc1: 0.0000 (7.2033) acc5: 28.5714 (31.1095) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [600/702] eta: 0:00:03 lr: 0.0008547923076923077 clips/s: 440.826 loss: 2.9772 (2.9789) acc1: 0.0000 (7.1666) acc5: 28.5714 (31.1505) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [610/702] eta: 0:00:03 lr: 0.0008690371794871796 clips/s: 438.984 loss: 2.9641 (2.9784) acc1: 7.1429 (7.1662) acc5: 35.7143 (31.3070) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [620/702] eta: 0:00:03 lr: 0.0008832820512820512 clips/s: 440.251 loss: 2.9632 (2.9785) acc1: 0.0000 (7.1084) acc5: 28.5714 (31.2744) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [630/702] eta: 0:00:02 lr: 0.0008975269230769231 clips/s: 440.007 loss: 2.9491 (2.9782) acc1: 0.0000 (7.0749) acc5: 28.5714 (31.2656) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [640/702] eta: 0:00:02 lr: 0.0009117717948717949 clips/s: 441.555 loss: 2.9530 (2.9782) acc1: 7.1429 (7.0983) acc5: 35.7143 (31.2793) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [650/702] eta: 0:00:01 lr: 0.0009260166666666666 clips/s: 443.212 loss: 2.9328 (2.9772) acc1: 7.1429 (7.1319) acc5: 35.7143 (31.4352) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [660/702] eta: 0:00:01 lr: 0.0009402615384615384 clips/s: 407.788 loss: 2.9167 (2.9770) acc1: 7.1429 (7.1645) acc5: 35.7143 (31.4351) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [670/702] eta: 0:00:01 lr: 0.0009545064102564104 clips/s: 442.651 loss: 2.9549 (2.9765) acc1: 7.1429 (7.2067) acc5: 28.5714 (31.5308) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [0] [680/702] eta: 0:00:00 lr: 0.000968751282051282 clips/s: 441.988 loss: 2.9551 (2.9763) acc1: 7.1429 (7.2163) acc5: 35.7143 (31.5293) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [0] [690/702] eta: 0:00:00 lr: 0.000982996153846154 clips/s: 446.403 loss: 2.9660 (2.9769) acc1: 7.1429 (7.1842) acc5: 28.5714 (31.4968) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [0] [700/702] eta: 0:00:00 lr: 0.0009972410256410256 clips/s: 445.448 loss: 2.9632 (2.9768) acc1: 7.1429 (7.1938) acc5: 28.5714 (31.4958) time: 0.0316 data: 0.0001 max mem: 1119 Epoch: [0] Total time: 0:00:26 Test: [ 0/806] eta: 0:14:54 loss: 2.9176 (2.9176) acc1: 0.0000 (0.0000) acc5: 0.0000 (0.0000) time: 1.1095 data: 1.0932 max mem: 1119 Test: [100/806] eta: 0:00:16 loss: 2.7071 (2.9784) acc1: 0.0000 (5.5163) acc5: 42.8571 (18.8826) time: 0.0122 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.8933 (2.9745) acc1: 0.0000 (6.8586) acc5: 0.0000 (18.9055) time: 0.0122 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:08 loss: 3.1675 (2.9903) acc1: 0.0000 (6.3123) acc5: 0.0000 (21.3811) time: 0.0122 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 2.7160 (2.9787) acc1: 0.0000 (6.9469) acc5: 78.5714 (25.7036) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 3.1996 (2.9991) acc1: 0.0000 (6.2161) acc5: 0.0000 (23.5814) time: 0.0121 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 2.8473 (3.0023) acc1: 0.0000 (7.2974) acc5: 0.0000 (24.7445) time: 0.0121 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.1070 (3.0023) acc1: 0.0000 (7.2651) acc5: 0.0000 (24.8930) time: 0.0121 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.8227 (2.9907) acc1: 0.0000 (7.4817) acc5: 14.2857 (26.6185) time: 0.0120 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 7.444 Clip Acc@5 26.484 * Video Acc@1 0.063973 * Class Acc@1 [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.3333333333333333, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] Epoch: [1] [ 0/702] eta: 0:12:08 lr: 0.00100009 clips/s: 333.829 loss: 3.0720 (3.0720) acc1: 0.0000 (0.0000) acc5: 21.4286 (21.4286) time: 1.0384 data: 0.9963 max mem: 1119 Epoch: [1] [ 10/702] eta: 0:01:25 lr: 0.0010143348717948717 clips/s: 441.429 loss: 2.9634 (2.9480) acc1: 14.2857 (11.6883) acc5: 28.5714 (34.4156) time: 0.1233 data: 0.0906 max mem: 1119 Epoch: [1] [ 20/702] eta: 0:00:54 lr: 0.0010285797435897436 clips/s: 443.624 loss: 2.9522 (2.9407) acc1: 7.1429 (10.2041) acc5: 28.5714 (35.7143) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [ 30/702] eta: 0:00:43 lr: 0.0010428246153846156 clips/s: 446.006 loss: 2.9903 (2.9627) acc1: 7.1429 (8.7558) acc5: 28.5714 (32.9493) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [ 40/702] eta: 0:00:37 lr: 0.0010570694871794872 clips/s: 444.898 loss: 3.0120 (2.9662) acc1: 7.1429 (8.3624) acc5: 28.5714 (32.4042) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [ 50/702] eta: 0:00:33 lr: 0.001071314358974359 clips/s: 445.367 loss: 2.9570 (2.9631) acc1: 7.1429 (8.9636) acc5: 35.7143 (32.6331) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [ 60/702] eta: 0:00:30 lr: 0.0010855592307692308 clips/s: 443.486 loss: 2.9211 (2.9552) acc1: 7.1429 (9.2506) acc5: 35.7143 (33.9578) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [ 70/702] eta: 0:00:29 lr: 0.0010998041025641026 clips/s: 445.769 loss: 2.8929 (2.9454) acc1: 7.1429 (9.1549) acc5: 42.8571 (35.6137) time: 0.0317 data: 0.0001 max mem: 1119 Epoch: [1] [ 80/702] eta: 0:00:27 lr: 0.0011140489743589744 clips/s: 444.020 loss: 2.9049 (2.9459) acc1: 7.1429 (9.8765) acc5: 35.7143 (35.4497) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [ 90/702] eta: 0:00:26 lr: 0.0011282938461538463 clips/s: 445.161 loss: 2.9468 (2.9475) acc1: 14.2857 (9.8116) acc5: 35.7143 (35.0863) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [1] [100/702] eta: 0:00:25 lr: 0.001142538717948718 clips/s: 445.711 loss: 2.9826 (2.9498) acc1: 7.1429 (9.5474) acc5: 28.5714 (34.5120) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [110/702] eta: 0:00:24 lr: 0.0011567835897435899 clips/s: 443.570 loss: 2.9395 (2.9463) acc1: 7.1429 (9.5882) acc5: 35.7143 (34.7490) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [120/702] eta: 0:00:23 lr: 0.0011710284615384615 clips/s: 444.282 loss: 2.8770 (2.9408) acc1: 7.1429 (9.5041) acc5: 35.7143 (35.4782) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [130/702] eta: 0:00:22 lr: 0.0011852733333333333 clips/s: 444.319 loss: 2.8449 (2.9348) acc1: 7.1429 (9.7601) acc5: 42.8571 (35.8779) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [140/702] eta: 0:00:21 lr: 0.0011995182051282051 clips/s: 440.552 loss: 2.8518 (2.9350) acc1: 14.2857 (9.8784) acc5: 35.7143 (35.8156) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [150/702] eta: 0:00:21 lr: 0.001213763076923077 clips/s: 441.320 loss: 2.8468 (2.9273) acc1: 7.1429 (9.9338) acc5: 42.8571 (36.5184) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [160/702] eta: 0:00:20 lr: 0.0012280079487179487 clips/s: 439.813 loss: 2.8366 (2.9264) acc1: 7.1429 (9.8935) acc5: 42.8571 (36.6016) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [170/702] eta: 0:00:20 lr: 0.0012422528205128203 clips/s: 443.537 loss: 2.8296 (2.9184) acc1: 7.1429 (9.8997) acc5: 42.8571 (37.0510) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [180/702] eta: 0:00:19 lr: 0.0012564976923076924 clips/s: 440.846 loss: 2.8202 (2.9183) acc1: 7.1429 (9.9448) acc5: 42.8571 (37.2139) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [190/702] eta: 0:00:18 lr: 0.0012707425641025642 clips/s: 444.598 loss: 2.8515 (2.9166) acc1: 7.1429 (9.8728) acc5: 42.8571 (37.5467) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [200/702] eta: 0:00:18 lr: 0.0012849874358974358 clips/s: 443.302 loss: 2.8689 (2.9146) acc1: 7.1429 (9.9858) acc5: 42.8571 (37.7754) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [210/702] eta: 0:00:18 lr: 0.001299232307692308 clips/s: 440.876 loss: 2.8620 (2.9142) acc1: 7.1429 (9.9526) acc5: 42.8571 (37.8131) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [1] [220/702] eta: 0:00:17 lr: 0.0013134771794871794 clips/s: 437.437 loss: 2.8429 (2.9087) acc1: 7.1429 (10.0194) acc5: 42.8571 (38.2676) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [1] [230/702] eta: 0:00:17 lr: 0.0013277220512820512 clips/s: 442.681 loss: 2.8276 (2.9077) acc1: 7.1429 (9.9258) acc5: 42.8571 (38.3426) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [240/702] eta: 0:00:16 lr: 0.001341966923076923 clips/s: 441.791 loss: 2.8378 (2.9040) acc1: 14.2857 (10.0771) acc5: 42.8571 (38.5003) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [250/702] eta: 0:00:16 lr: 0.001356211794871795 clips/s: 443.346 loss: 2.7941 (2.9023) acc1: 14.2857 (10.1024) acc5: 42.8571 (38.9300) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [260/702] eta: 0:00:15 lr: 0.001370456666666667 clips/s: 441.018 loss: 2.7995 (2.8990) acc1: 7.1429 (10.2354) acc5: 42.8571 (39.0805) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [270/702] eta: 0:00:15 lr: 0.0013847015384615385 clips/s: 442.470 loss: 2.7995 (2.8962) acc1: 14.2857 (10.4902) acc5: 42.8571 (39.5361) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [280/702] eta: 0:00:14 lr: 0.0013989464102564103 clips/s: 443.929 loss: 2.8299 (2.8952) acc1: 14.2857 (10.5999) acc5: 42.8571 (39.5018) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [290/702] eta: 0:00:14 lr: 0.001413191282051282 clips/s: 442.627 loss: 2.8068 (2.8933) acc1: 14.2857 (10.5302) acc5: 42.8571 (39.7153) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [300/702] eta: 0:00:14 lr: 0.001427436153846154 clips/s: 443.966 loss: 2.7885 (2.8909) acc1: 14.2857 (10.6787) acc5: 42.8571 (39.8671) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [310/702] eta: 0:00:13 lr: 0.0014416810256410258 clips/s: 445.269 loss: 2.8091 (2.8900) acc1: 14.2857 (10.8636) acc5: 42.8571 (39.8714) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [320/702] eta: 0:00:13 lr: 0.0014559258974358974 clips/s: 444.554 loss: 2.8397 (2.8873) acc1: 14.2857 (10.9257) acc5: 42.8571 (39.8754) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [330/702] eta: 0:00:12 lr: 0.0014701707692307692 clips/s: 444.588 loss: 2.8427 (2.8866) acc1: 14.2857 (10.9193) acc5: 42.8571 (40.1165) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [340/702] eta: 0:00:12 lr: 0.0014844156410256412 clips/s: 429.905 loss: 2.9591 (2.8892) acc1: 7.1429 (10.7876) acc5: 42.8571 (39.9246) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [350/702] eta: 0:00:12 lr: 0.001498660512820513 clips/s: 444.706 loss: 2.8591 (2.8874) acc1: 7.1429 (10.8669) acc5: 35.7143 (40.1913) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [360/702] eta: 0:00:11 lr: 0.0015129053846153846 clips/s: 445.002 loss: 2.8024 (2.8864) acc1: 14.2857 (10.8429) acc5: 50.0000 (40.2256) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [370/702] eta: 0:00:11 lr: 0.0015271502564102562 clips/s: 444.887 loss: 2.8005 (2.8833) acc1: 14.2857 (10.8972) acc5: 50.0000 (40.4890) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [380/702] eta: 0:00:11 lr: 0.0015413951282051282 clips/s: 441.393 loss: 2.7506 (2.8782) acc1: 14.2857 (10.9111) acc5: 50.0000 (40.7012) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [390/702] eta: 0:00:10 lr: 0.00155564 clips/s: 441.835 loss: 2.6829 (2.8734) acc1: 14.2857 (10.9792) acc5: 50.0000 (41.0486) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [400/702] eta: 0:00:10 lr: 0.0015698848717948719 clips/s: 427.265 loss: 2.6772 (2.8693) acc1: 14.2857 (11.0973) acc5: 57.1429 (41.3253) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [410/702] eta: 0:00:10 lr: 0.0015841297435897437 clips/s: 439.770 loss: 2.7149 (2.8656) acc1: 14.2857 (11.1401) acc5: 50.0000 (41.5189) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [420/702] eta: 0:00:09 lr: 0.0015983746153846155 clips/s: 436.712 loss: 2.7157 (2.8613) acc1: 14.2857 (11.4184) acc5: 50.0000 (41.7374) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [430/702] eta: 0:00:09 lr: 0.001612619487179487 clips/s: 438.987 loss: 2.5670 (2.8523) acc1: 21.4286 (11.7667) acc5: 57.1429 (42.1942) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [440/702] eta: 0:00:08 lr: 0.001626864358974359 clips/s: 439.165 loss: 2.4966 (2.8461) acc1: 21.4286 (12.0019) acc5: 64.2857 (42.5332) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [450/702] eta: 0:00:08 lr: 0.0016411092307692307 clips/s: 438.768 loss: 2.6168 (2.8422) acc1: 21.4286 (12.1001) acc5: 57.1429 (42.7463) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [460/702] eta: 0:00:08 lr: 0.0016553541025641026 clips/s: 445.485 loss: 2.7460 (2.8389) acc1: 14.2857 (12.1475) acc5: 50.0000 (42.8881) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [470/702] eta: 0:00:07 lr: 0.0016695989743589746 clips/s: 438.345 loss: 2.6985 (2.8347) acc1: 14.2857 (12.1929) acc5: 50.0000 (43.0998) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [480/702] eta: 0:00:07 lr: 0.0016838438461538464 clips/s: 438.316 loss: 2.5821 (2.8290) acc1: 14.2857 (12.3404) acc5: 57.1429 (43.3472) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [490/702] eta: 0:00:07 lr: 0.0016980887179487178 clips/s: 438.302 loss: 2.5909 (2.8266) acc1: 14.2857 (12.4091) acc5: 57.1429 (43.4245) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [1] [500/702] eta: 0:00:06 lr: 0.0017123335897435896 clips/s: 437.874 loss: 2.6581 (2.8229) acc1: 14.2857 (12.4750) acc5: 57.1429 (43.6841) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [1] [510/702] eta: 0:00:06 lr: 0.0017265784615384616 clips/s: 437.819 loss: 2.4393 (2.8130) acc1: 14.2857 (12.7341) acc5: 57.1429 (44.0313) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [520/702] eta: 0:00:06 lr: 0.0017408233333333334 clips/s: 438.482 loss: 2.3708 (2.8067) acc1: 21.4286 (12.9284) acc5: 64.2857 (44.4064) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [530/702] eta: 0:00:05 lr: 0.0017550682051282053 clips/s: 438.440 loss: 2.4339 (2.8011) acc1: 21.4286 (13.0347) acc5: 64.2857 (44.6866) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [540/702] eta: 0:00:05 lr: 0.001769313076923077 clips/s: 438.427 loss: 2.5132 (2.7975) acc1: 21.4286 (13.1899) acc5: 57.1429 (44.9300) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [550/702] eta: 0:00:05 lr: 0.0017835579487179487 clips/s: 438.650 loss: 2.5722 (2.7945) acc1: 14.2857 (13.2357) acc5: 57.1429 (45.1257) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] [560/702] eta: 0:00:04 lr: 0.0017978028205128205 clips/s: 437.891 loss: 2.5139 (2.7899) acc1: 21.4286 (13.3817) acc5: 57.1429 (45.3654) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [570/702] eta: 0:00:04 lr: 0.0018120476923076923 clips/s: 436.475 loss: 2.5210 (2.7863) acc1: 21.4286 (13.4226) acc5: 57.1429 (45.6342) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [580/702] eta: 0:00:04 lr: 0.0018262925641025641 clips/s: 441.751 loss: 2.5780 (2.7824) acc1: 14.2857 (13.5358) acc5: 57.1429 (45.7463) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [590/702] eta: 0:00:03 lr: 0.001840537435897436 clips/s: 441.283 loss: 2.5957 (2.7803) acc1: 14.2857 (13.5364) acc5: 57.1429 (45.8061) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [600/702] eta: 0:00:03 lr: 0.001854782307692308 clips/s: 442.577 loss: 2.5559 (2.7751) acc1: 14.2857 (13.7034) acc5: 50.0000 (45.9829) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [610/702] eta: 0:00:03 lr: 0.0018690271794871796 clips/s: 438.401 loss: 2.4219 (2.7697) acc1: 21.4286 (13.8415) acc5: 57.1429 (46.2006) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [620/702] eta: 0:00:02 lr: 0.0018832720512820512 clips/s: 442.781 loss: 2.4219 (2.7661) acc1: 21.4286 (13.8946) acc5: 57.1429 (46.3308) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [1] [630/702] eta: 0:00:02 lr: 0.001897516923076923 clips/s: 434.971 loss: 2.4455 (2.7608) acc1: 21.4286 (14.0254) acc5: 57.1429 (46.6040) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [1] [640/702] eta: 0:00:02 lr: 0.001911761794871795 clips/s: 440.126 loss: 2.3886 (2.7540) acc1: 21.4286 (14.1854) acc5: 64.2857 (46.9244) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [1] [650/702] eta: 0:00:01 lr: 0.0019260066666666668 clips/s: 437.476 loss: 2.3886 (2.7496) acc1: 14.2857 (14.2528) acc5: 64.2857 (47.1253) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [1] [660/702] eta: 0:00:01 lr: 0.0019402515384615384 clips/s: 438.427 loss: 2.4403 (2.7448) acc1: 21.4286 (14.4262) acc5: 57.1429 (47.3309) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [670/702] eta: 0:00:01 lr: 0.0019544964102564105 clips/s: 437.020 loss: 2.4854 (2.7391) acc1: 21.4286 (14.5944) acc5: 57.1429 (47.6049) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [680/702] eta: 0:00:00 lr: 0.0019687412820512825 clips/s: 438.925 loss: 2.4424 (2.7347) acc1: 28.5714 (14.7787) acc5: 64.2857 (47.8498) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [690/702] eta: 0:00:00 lr: 0.0019829861538461536 clips/s: 437.476 loss: 2.4371 (2.7299) acc1: 28.5714 (14.8853) acc5: 64.2857 (48.0153) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [1] [700/702] eta: 0:00:00 lr: 0.0019972310256410257 clips/s: 439.592 loss: 2.4085 (2.7257) acc1: 21.4286 (14.9582) acc5: 57.1429 (48.0538) time: 0.0318 data: 0.0001 max mem: 1119 Epoch: [1] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:18 loss: 2.7131 (2.7131) acc1: 0.0000 (0.0000) acc5: 57.1429 (57.1429) time: 0.9902 data: 0.9739 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.8912 (2.2765) acc1: 50.0000 (27.7935) acc5: 78.5714 (61.0325) time: 0.0122 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.4775 (2.3845) acc1: 14.2857 (22.6013) acc5: 64.2857 (59.2040) time: 0.0122 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.4182 (2.3447) acc1: 7.1429 (23.5880) acc5: 57.1429 (61.6042) time: 0.0122 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:05 loss: 2.5143 (2.3148) acc1: 7.1429 (25.1692) acc5: 78.5714 (63.4663) time: 0.0122 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.5654 (2.3439) acc1: 0.0000 (24.1374) acc5: 71.4286 (63.9863) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 2.4245 (2.3552) acc1: 7.1429 (23.7699) acc5: 71.4286 (63.3825) time: 0.0122 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.3488 (2.3389) acc1: 28.5714 (24.2511) acc5: 64.2857 (63.6132) time: 0.0122 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.2131 (2.3222) acc1: 7.1429 (24.7369) acc5: 71.4286 (64.2411) time: 0.0121 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 24.683 Clip Acc@5 64.227 * Video Acc@1 0.461279 * Class Acc@1 [0.0, 0.5333333333333333, 0.0, 1.0, 0.35714285714285715, 0.0, 0.0, 0.0, 0.5333333333333333, 0.8, 1.0, 0.6666666666666666, 1.0, 1.0, 0.0, 0.0, 0.6, 0.26666666666666666, 0.8666666666666667, 0.5333333333333333] Epoch: [2] [ 0/702] eta: 0:12:09 lr: 0.0020000800000000004 clips/s: 370.842 loss: 2.8006 (2.8006) acc1: 7.1429 (7.1429) acc5: 57.1429 (57.1429) time: 1.0391 data: 1.0012 max mem: 1119 Epoch: [2] [ 10/702] eta: 0:01:25 lr: 0.0020143248717948716 clips/s: 437.046 loss: 2.3566 (2.4406) acc1: 21.4286 (21.4286) acc5: 57.1429 (62.3377) time: 0.1237 data: 0.0911 max mem: 1119 Epoch: [2] [ 20/702] eta: 0:00:54 lr: 0.0020285697435897436 clips/s: 438.430 loss: 2.3687 (2.4446) acc1: 21.4286 (22.4490) acc5: 57.1429 (60.2041) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [ 30/702] eta: 0:00:43 lr: 0.0020428146153846152 clips/s: 436.293 loss: 2.3289 (2.3828) acc1: 28.5714 (24.4240) acc5: 57.1429 (61.0599) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [ 40/702] eta: 0:00:37 lr: 0.0020570594871794873 clips/s: 438.345 loss: 2.2873 (2.3888) acc1: 21.4286 (23.5192) acc5: 64.2857 (61.6725) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [ 50/702] eta: 0:00:33 lr: 0.0020713043589743593 clips/s: 436.351 loss: 2.3750 (2.3628) acc1: 21.4286 (25.3501) acc5: 64.2857 (62.1849) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [ 60/702] eta: 0:00:31 lr: 0.002085549230769231 clips/s: 438.250 loss: 2.3616 (2.3585) acc1: 28.5714 (25.4098) acc5: 64.2857 (62.6464) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [ 70/702] eta: 0:00:29 lr: 0.0020997941025641025 clips/s: 437.757 loss: 2.1473 (2.3297) acc1: 28.5714 (26.2575) acc5: 71.4286 (63.7827) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [ 80/702] eta: 0:00:27 lr: 0.0021140389743589745 clips/s: 440.268 loss: 2.1163 (2.3042) acc1: 28.5714 (26.8078) acc5: 71.4286 (64.3739) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [ 90/702] eta: 0:00:26 lr: 0.002128283846153846 clips/s: 436.381 loss: 2.1202 (2.2848) acc1: 28.5714 (27.4725) acc5: 71.4286 (65.0706) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [100/702] eta: 0:00:25 lr: 0.002142528717948718 clips/s: 440.760 loss: 2.0094 (2.2629) acc1: 35.7143 (27.7935) acc5: 71.4286 (65.7709) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [110/702] eta: 0:00:24 lr: 0.0021567735897435898 clips/s: 437.431 loss: 2.0835 (2.2655) acc1: 28.5714 (27.9923) acc5: 64.2857 (65.3797) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [120/702] eta: 0:00:23 lr: 0.0021710184615384618 clips/s: 439.516 loss: 2.2326 (2.2620) acc1: 28.5714 (27.9811) acc5: 64.2857 (65.3483) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [130/702] eta: 0:00:22 lr: 0.0021852633333333334 clips/s: 442.044 loss: 2.3434 (2.2823) acc1: 28.5714 (27.2628) acc5: 57.1429 (64.9945) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [140/702] eta: 0:00:21 lr: 0.002199508205128205 clips/s: 442.134 loss: 2.3314 (2.2746) acc1: 28.5714 (27.3556) acc5: 64.2857 (65.2989) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [150/702] eta: 0:00:21 lr: 0.002213753076923077 clips/s: 442.031 loss: 2.2357 (2.2732) acc1: 28.5714 (27.4361) acc5: 64.2857 (65.2318) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [160/702] eta: 0:00:20 lr: 0.0022279979487179486 clips/s: 441.705 loss: 2.2752 (2.2735) acc1: 21.4286 (27.3736) acc5: 64.2857 (65.4836) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [170/702] eta: 0:00:20 lr: 0.0022422428205128206 clips/s: 442.734 loss: 2.2590 (2.2778) acc1: 21.4286 (27.1094) acc5: 64.2857 (65.5388) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [180/702] eta: 0:00:19 lr: 0.0022564876923076922 clips/s: 442.087 loss: 2.1721 (2.2639) acc1: 28.5714 (27.5848) acc5: 78.5714 (66.5351) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [190/702] eta: 0:00:19 lr: 0.0022707325641025643 clips/s: 442.998 loss: 2.1876 (2.2532) acc1: 28.5714 (28.0853) acc5: 78.5714 (66.7165) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [200/702] eta: 0:00:18 lr: 0.002284977435897436 clips/s: 441.682 loss: 2.3072 (2.2605) acc1: 28.5714 (28.0739) acc5: 64.2857 (66.5245) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [2] [210/702] eta: 0:00:18 lr: 0.002299222307692308 clips/s: 442.084 loss: 2.2852 (2.2579) acc1: 28.5714 (28.3345) acc5: 64.2857 (66.5877) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [2] [220/702] eta: 0:00:17 lr: 0.0023134671794871795 clips/s: 441.718 loss: 2.1468 (2.2523) acc1: 35.7143 (28.4745) acc5: 71.4286 (66.7744) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [230/702] eta: 0:00:17 lr: 0.002327712051282051 clips/s: 440.830 loss: 2.2096 (2.2573) acc1: 28.5714 (28.2931) acc5: 71.4286 (66.7594) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [240/702] eta: 0:00:16 lr: 0.002341956923076923 clips/s: 440.664 loss: 2.2096 (2.2476) acc1: 28.5714 (28.6900) acc5: 64.2857 (66.8939) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [250/702] eta: 0:00:16 lr: 0.002356201794871795 clips/s: 440.621 loss: 2.1244 (2.2454) acc1: 35.7143 (28.6568) acc5: 71.4286 (67.0176) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [260/702] eta: 0:00:15 lr: 0.0023704466666666668 clips/s: 440.684 loss: 2.1176 (2.2392) acc1: 28.5714 (28.8725) acc5: 71.4286 (67.2414) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [270/702] eta: 0:00:15 lr: 0.002384691538461539 clips/s: 437.724 loss: 1.9985 (2.2277) acc1: 35.7143 (29.2831) acc5: 71.4286 (67.3959) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [280/702] eta: 0:00:15 lr: 0.00239893641025641 clips/s: 438.394 loss: 2.0072 (2.2215) acc1: 35.7143 (29.4611) acc5: 71.4286 (67.5394) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [290/702] eta: 0:00:14 lr: 0.002413181282051282 clips/s: 436.497 loss: 2.0229 (2.2130) acc1: 28.5714 (29.6269) acc5: 71.4286 (67.6240) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [300/702] eta: 0:00:14 lr: 0.002427426153846154 clips/s: 438.329 loss: 2.0497 (2.2133) acc1: 28.5714 (29.5681) acc5: 71.4286 (67.6792) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [310/702] eta: 0:00:13 lr: 0.0024416710256410256 clips/s: 439.178 loss: 2.2212 (2.2124) acc1: 28.5714 (29.5361) acc5: 64.2857 (67.6160) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [320/702] eta: 0:00:13 lr: 0.0024559158974358977 clips/s: 436.894 loss: 2.0978 (2.2009) acc1: 28.5714 (29.8398) acc5: 64.2857 (67.9128) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [330/702] eta: 0:00:13 lr: 0.0024701607692307693 clips/s: 439.418 loss: 1.8748 (2.1967) acc1: 35.7143 (30.0388) acc5: 71.4286 (67.9327) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [340/702] eta: 0:00:12 lr: 0.002484405641025641 clips/s: 436.501 loss: 2.0385 (2.1914) acc1: 28.5714 (30.0587) acc5: 71.4286 (68.1818) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [350/702] eta: 0:00:12 lr: 0.002498650512820513 clips/s: 437.845 loss: 2.1079 (2.1879) acc1: 28.5714 (30.0570) acc5: 71.4286 (68.2743) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [360/702] eta: 0:00:11 lr: 0.0025128953846153845 clips/s: 437.177 loss: 1.9248 (2.1794) acc1: 35.7143 (30.3324) acc5: 71.4286 (68.5200) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [370/702] eta: 0:00:11 lr: 0.002527140256410257 clips/s: 438.145 loss: 1.9008 (2.1727) acc1: 35.7143 (30.5160) acc5: 78.5714 (68.8102) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [380/702] eta: 0:00:11 lr: 0.002541385128205128 clips/s: 438.846 loss: 1.9640 (2.1733) acc1: 35.7143 (30.4837) acc5: 71.4286 (68.6727) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [390/702] eta: 0:00:10 lr: 0.0025556299999999997 clips/s: 439.066 loss: 1.9803 (2.1680) acc1: 28.5714 (30.6175) acc5: 71.4286 (68.9076) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [2] [400/702] eta: 0:00:10 lr: 0.002569874871794872 clips/s: 441.682 loss: 1.9167 (2.1616) acc1: 28.5714 (30.7980) acc5: 78.5714 (69.1842) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [410/702] eta: 0:00:10 lr: 0.0025841197435897433 clips/s: 441.728 loss: 1.7448 (2.1528) acc1: 35.7143 (31.1088) acc5: 78.5714 (69.4995) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [420/702] eta: 0:00:09 lr: 0.002598364615384616 clips/s: 442.694 loss: 1.8112 (2.1480) acc1: 35.7143 (31.2012) acc5: 78.5714 (69.6132) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [430/702] eta: 0:00:09 lr: 0.002612609487179487 clips/s: 442.031 loss: 1.9917 (2.1438) acc1: 35.7143 (31.3391) acc5: 71.4286 (69.6387) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [440/702] eta: 0:00:08 lr: 0.0026268543589743586 clips/s: 443.068 loss: 1.8678 (2.1346) acc1: 35.7143 (31.4869) acc5: 71.4286 (69.9061) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [450/702] eta: 0:00:08 lr: 0.002641099230769231 clips/s: 442.591 loss: 1.7471 (2.1247) acc1: 35.7143 (31.7232) acc5: 78.5714 (70.1299) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [460/702] eta: 0:00:08 lr: 0.002655344102564102 clips/s: 442.671 loss: 1.7471 (2.1170) acc1: 42.8571 (31.9802) acc5: 78.5714 (70.3285) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [470/702] eta: 0:00:07 lr: 0.0026695889743589747 clips/s: 443.232 loss: 1.7462 (2.1107) acc1: 42.8571 (32.2414) acc5: 78.5714 (70.4883) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [480/702] eta: 0:00:07 lr: 0.002683833846153846 clips/s: 442.197 loss: 1.7658 (2.1039) acc1: 35.7143 (32.4918) acc5: 78.5714 (70.5673) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [490/702] eta: 0:00:07 lr: 0.0026980787179487183 clips/s: 442.224 loss: 1.8795 (2.1025) acc1: 42.8571 (32.6157) acc5: 71.4286 (70.6285) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [500/702] eta: 0:00:06 lr: 0.00271232358974359 clips/s: 442.427 loss: 1.9686 (2.1032) acc1: 35.7143 (32.5207) acc5: 71.4286 (70.6444) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [510/702] eta: 0:00:06 lr: 0.002726568461538461 clips/s: 437.868 loss: 2.0589 (2.1001) acc1: 28.5714 (32.6391) acc5: 78.5714 (70.8135) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [520/702] eta: 0:00:06 lr: 0.0027408133333333335 clips/s: 440.926 loss: 1.8960 (2.0979) acc1: 42.8571 (32.7118) acc5: 78.5714 (70.8665) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [530/702] eta: 0:00:05 lr: 0.002755058205128205 clips/s: 432.855 loss: 1.8731 (2.0957) acc1: 35.7143 (32.7146) acc5: 71.4286 (70.9174) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [2] [540/702] eta: 0:00:05 lr: 0.002769303076923077 clips/s: 436.747 loss: 1.9896 (2.0943) acc1: 28.5714 (32.7040) acc5: 71.4286 (70.9665) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [2] [550/702] eta: 0:00:05 lr: 0.0027835479487179488 clips/s: 430.349 loss: 1.7741 (2.0857) acc1: 42.8571 (33.0179) acc5: 78.5714 (71.1823) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [2] [560/702] eta: 0:00:04 lr: 0.0027977928205128208 clips/s: 436.248 loss: 1.7242 (2.0815) acc1: 42.8571 (33.1805) acc5: 78.5714 (71.3012) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [570/702] eta: 0:00:04 lr: 0.0028120376923076924 clips/s: 436.361 loss: 1.9421 (2.0843) acc1: 35.7143 (33.0873) acc5: 71.4286 (71.2409) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [580/702] eta: 0:00:04 lr: 0.002826282564102564 clips/s: 436.540 loss: 2.0689 (2.0836) acc1: 28.5714 (33.0834) acc5: 64.2857 (71.2196) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [590/702] eta: 0:00:03 lr: 0.002840527435897436 clips/s: 436.267 loss: 1.8722 (2.0774) acc1: 35.7143 (33.3333) acc5: 71.4286 (71.3440) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [600/702] eta: 0:00:03 lr: 0.0028547723076923076 clips/s: 436.829 loss: 1.8063 (2.0767) acc1: 35.7143 (33.3848) acc5: 78.5714 (71.3216) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [610/702] eta: 0:00:03 lr: 0.0028690171794871796 clips/s: 434.068 loss: 1.8063 (2.0703) acc1: 35.7143 (33.5983) acc5: 78.5714 (71.4870) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [620/702] eta: 0:00:02 lr: 0.0028832620512820512 clips/s: 436.313 loss: 1.7136 (2.0676) acc1: 42.8571 (33.6554) acc5: 78.5714 (71.5896) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [630/702] eta: 0:00:02 lr: 0.0028975069230769237 clips/s: 435.197 loss: 1.7402 (2.0613) acc1: 42.8571 (33.8239) acc5: 78.5714 (71.7455) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [640/702] eta: 0:00:02 lr: 0.002911751794871795 clips/s: 436.994 loss: 1.7095 (2.0569) acc1: 42.8571 (33.9982) acc5: 78.5714 (71.8743) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [650/702] eta: 0:00:01 lr: 0.0029259966666666665 clips/s: 437.125 loss: 1.8615 (2.0546) acc1: 35.7143 (34.0246) acc5: 78.5714 (71.9113) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [660/702] eta: 0:00:01 lr: 0.002940241538461539 clips/s: 435.969 loss: 1.9113 (2.0516) acc1: 35.7143 (34.1366) acc5: 71.4286 (71.8824) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [670/702] eta: 0:00:01 lr: 0.00295448641025641 clips/s: 433.824 loss: 1.8030 (2.0462) acc1: 42.8571 (34.2666) acc5: 71.4286 (72.0034) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [2] [680/702] eta: 0:00:00 lr: 0.0029687312820512826 clips/s: 437.467 loss: 1.6701 (2.0424) acc1: 42.8571 (34.3717) acc5: 85.7143 (72.1418) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [690/702] eta: 0:00:00 lr: 0.0029829761538461537 clips/s: 438.650 loss: 1.6890 (2.0374) acc1: 42.8571 (34.5152) acc5: 78.5714 (72.2142) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] [700/702] eta: 0:00:00 lr: 0.0029972210256410258 clips/s: 439.908 loss: 1.7586 (2.0342) acc1: 42.8571 (34.5832) acc5: 71.4286 (72.2947) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [2] Total time: 0:00:23 Test: [ 0/806] eta: 0:14:06 loss: 1.2912 (1.2912) acc1: 64.2857 (64.2857) acc5: 85.7143 (85.7143) time: 1.0509 data: 1.0316 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.4653 (1.8780) acc1: 28.5714 (45.6860) acc5: 92.8571 (76.5912) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.9227 (2.1498) acc1: 28.5714 (36.0341) acc5: 85.7143 (70.7534) time: 0.0125 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.1538 (2.1372) acc1: 21.4286 (34.3854) acc5: 78.5714 (71.4048) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.7984 (2.0944) acc1: 35.7143 (35.0908) acc5: 92.8571 (72.4617) time: 0.0122 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.2235 (2.1836) acc1: 0.0000 (33.9749) acc5: 50.0000 (70.4163) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 2.0200 (2.1923) acc1: 21.4286 (32.8025) acc5: 71.4286 (70.1807) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.1528 (2.1776) acc1: 14.2857 (32.7288) acc5: 71.4286 (69.9715) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.3684 (2.1400) acc1: 64.2857 (33.8684) acc5: 92.8571 (70.8133) time: 0.0121 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 33.892 Clip Acc@5 70.748 * Video Acc@1 0.515152 * Class Acc@1 [0.26666666666666666, 0.9333333333333333, 0.0, 0.3333333333333333, 0.0, 0.0, 0.0, 0.8, 0.2, 1.0, 1.0, 0.4, 0.06666666666666667, 1.0, 0.7333333333333333, 0.8, 0.4, 0.26666666666666666, 1.0, 1.0] Epoch: [3] [ 0/702] eta: 0:12:24 lr: 0.0030000699999999996 clips/s: 332.356 loss: 1.8167 (1.8167) acc1: 42.8571 (42.8571) acc5: 78.5714 (78.5714) time: 1.0606 data: 1.0183 max mem: 1119 Epoch: [3] [ 10/702] eta: 0:01:26 lr: 0.003014314871794872 clips/s: 441.270 loss: 1.8444 (1.8428) acc1: 42.8571 (40.9091) acc5: 78.5714 (79.8701) time: 0.1255 data: 0.0926 max mem: 1119 Epoch: [3] [ 20/702] eta: 0:00:55 lr: 0.0030285597435897437 clips/s: 435.950 loss: 1.8444 (1.8670) acc1: 35.7143 (38.0952) acc5: 78.5714 (77.8912) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [ 30/702] eta: 0:00:43 lr: 0.003042804615384615 clips/s: 441.801 loss: 1.8328 (1.8581) acc1: 35.7143 (39.8618) acc5: 78.5714 (75.3456) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [ 40/702] eta: 0:00:37 lr: 0.0030570494871794873 clips/s: 441.333 loss: 1.7422 (1.8000) acc1: 50.0000 (42.3345) acc5: 78.5714 (77.7003) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [ 50/702] eta: 0:00:34 lr: 0.0030712943589743585 clips/s: 441.579 loss: 1.6556 (1.7965) acc1: 42.8571 (42.1569) acc5: 85.7143 (78.4314) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [ 60/702] eta: 0:00:31 lr: 0.003085539230769231 clips/s: 441.022 loss: 1.6443 (1.7640) acc1: 42.8571 (42.2717) acc5: 78.5714 (78.9227) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [ 70/702] eta: 0:00:29 lr: 0.0030997841025641026 clips/s: 438.849 loss: 1.6536 (1.7725) acc1: 35.7143 (41.7505) acc5: 85.7143 (79.1750) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [ 80/702] eta: 0:00:27 lr: 0.0031140289743589746 clips/s: 439.770 loss: 1.6363 (1.7448) acc1: 42.8571 (42.5044) acc5: 85.7143 (79.8060) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [ 90/702] eta: 0:00:26 lr: 0.003128273846153846 clips/s: 440.542 loss: 1.5681 (1.7174) acc1: 50.0000 (43.7206) acc5: 85.7143 (80.0628) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [100/702] eta: 0:00:25 lr: 0.0031425187179487182 clips/s: 435.094 loss: 1.5124 (1.7201) acc1: 50.0000 (43.7765) acc5: 78.5714 (80.1273) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [110/702] eta: 0:00:24 lr: 0.00315676358974359 clips/s: 437.447 loss: 1.5804 (1.7073) acc1: 42.8571 (44.1441) acc5: 78.5714 (80.1802) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [120/702] eta: 0:00:23 lr: 0.0031710084615384614 clips/s: 435.950 loss: 1.5806 (1.7047) acc1: 42.8571 (44.3329) acc5: 78.5714 (79.9882) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [130/702] eta: 0:00:22 lr: 0.0031852533333333335 clips/s: 436.858 loss: 1.5806 (1.6949) acc1: 42.8571 (44.2748) acc5: 85.7143 (80.7525) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [140/702] eta: 0:00:22 lr: 0.003199498205128205 clips/s: 437.180 loss: 1.6613 (1.7084) acc1: 42.8571 (43.9210) acc5: 85.7143 (80.6991) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [150/702] eta: 0:00:21 lr: 0.0032137430769230775 clips/s: 437.079 loss: 1.6613 (1.7013) acc1: 42.8571 (44.1343) acc5: 78.5714 (80.7947) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [160/702] eta: 0:00:20 lr: 0.0032279879487179487 clips/s: 437.271 loss: 1.6752 (1.7047) acc1: 42.8571 (43.9219) acc5: 78.5714 (80.6122) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [170/702] eta: 0:00:20 lr: 0.0032422328205128203 clips/s: 439.020 loss: 1.4579 (1.6929) acc1: 50.0000 (44.2774) acc5: 78.5714 (80.6600) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [180/702] eta: 0:00:19 lr: 0.0032564776923076923 clips/s: 436.138 loss: 1.6232 (1.6955) acc1: 50.0000 (44.1200) acc5: 78.5714 (80.7419) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [190/702] eta: 0:00:19 lr: 0.003270722564102564 clips/s: 439.971 loss: 1.6232 (1.6891) acc1: 42.8571 (44.1660) acc5: 85.7143 (81.1518) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [200/702] eta: 0:00:18 lr: 0.0032849674358974364 clips/s: 437.030 loss: 1.6221 (1.6912) acc1: 42.8571 (43.8522) acc5: 85.7143 (80.9524) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [210/702] eta: 0:00:18 lr: 0.0032992123076923075 clips/s: 436.809 loss: 1.6891 (1.6960) acc1: 42.8571 (43.7373) acc5: 78.5714 (80.6364) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [220/702] eta: 0:00:17 lr: 0.00331345717948718 clips/s: 437.313 loss: 1.6792 (1.6921) acc1: 42.8571 (43.6652) acc5: 78.5714 (80.7369) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [230/702] eta: 0:00:17 lr: 0.0033277020512820516 clips/s: 436.546 loss: 1.5592 (1.6839) acc1: 42.8571 (44.1558) acc5: 85.7143 (80.8287) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [240/702] eta: 0:00:16 lr: 0.0033419469230769228 clips/s: 437.891 loss: 1.4586 (1.6849) acc1: 50.0000 (44.0130) acc5: 85.7143 (80.8832) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [250/702] eta: 0:00:16 lr: 0.0033561917948717952 clips/s: 439.849 loss: 1.5932 (1.6856) acc1: 42.8571 (44.1662) acc5: 78.5714 (80.8765) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [260/702] eta: 0:00:15 lr: 0.0033704366666666664 clips/s: 440.155 loss: 1.5932 (1.6837) acc1: 50.0000 (44.3897) acc5: 78.5714 (80.8976) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [270/702] eta: 0:00:15 lr: 0.003384681538461539 clips/s: 441.340 loss: 1.5600 (1.6807) acc1: 42.8571 (44.4913) acc5: 78.5714 (80.9172) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [280/702] eta: 0:00:15 lr: 0.0033989264102564105 clips/s: 441.068 loss: 1.5572 (1.6814) acc1: 42.8571 (44.4840) acc5: 78.5714 (80.8592) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [290/702] eta: 0:00:14 lr: 0.003413171282051282 clips/s: 442.901 loss: 1.6018 (1.6817) acc1: 42.8571 (44.5263) acc5: 78.5714 (80.7560) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [300/702] eta: 0:00:14 lr: 0.003427416153846154 clips/s: 443.252 loss: 1.6018 (1.6736) acc1: 50.0000 (44.7793) acc5: 78.5714 (80.8495) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [310/702] eta: 0:00:13 lr: 0.0034416610256410257 clips/s: 442.104 loss: 1.5651 (1.6733) acc1: 50.0000 (44.6945) acc5: 85.7143 (80.8452) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [320/702] eta: 0:00:13 lr: 0.0034559058974358977 clips/s: 443.597 loss: 1.5878 (1.6704) acc1: 42.8571 (44.7931) acc5: 78.5714 (80.8189) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] [330/702] eta: 0:00:13 lr: 0.0034701507692307693 clips/s: 443.055 loss: 1.5126 (1.6623) acc1: 50.0000 (45.1230) acc5: 78.5714 (81.0099) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [340/702] eta: 0:00:12 lr: 0.003484395641025641 clips/s: 441.685 loss: 1.4657 (1.6578) acc1: 50.0000 (45.2870) acc5: 85.7143 (81.0850) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [350/702] eta: 0:00:12 lr: 0.003498640512820513 clips/s: 441.968 loss: 1.5860 (1.6578) acc1: 42.8571 (45.2381) acc5: 85.7143 (81.0745) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [360/702] eta: 0:00:11 lr: 0.0035128853846153846 clips/s: 441.908 loss: 1.5265 (1.6536) acc1: 42.8571 (45.3700) acc5: 85.7143 (81.1634) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [370/702] eta: 0:00:11 lr: 0.0035271302564102566 clips/s: 440.601 loss: 1.5290 (1.6566) acc1: 42.8571 (45.2638) acc5: 85.7143 (81.1128) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [380/702] eta: 0:00:11 lr: 0.003541375128205128 clips/s: 439.526 loss: 1.6009 (1.6540) acc1: 42.8571 (45.3318) acc5: 78.5714 (81.1774) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [390/702] eta: 0:00:10 lr: 0.00355562 clips/s: 438.293 loss: 1.6009 (1.6511) acc1: 50.0000 (45.4695) acc5: 78.5714 (81.1472) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [400/702] eta: 0:00:10 lr: 0.003569864871794872 clips/s: 436.598 loss: 1.5190 (1.6487) acc1: 50.0000 (45.5290) acc5: 78.5714 (81.1721) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [410/702] eta: 0:00:10 lr: 0.003584109743589744 clips/s: 435.688 loss: 1.5997 (1.6461) acc1: 42.8571 (45.5162) acc5: 78.5714 (81.2478) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [420/702] eta: 0:00:09 lr: 0.0035983546153846155 clips/s: 436.647 loss: 1.6037 (1.6450) acc1: 42.8571 (45.5548) acc5: 85.7143 (81.2521) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [430/702] eta: 0:00:09 lr: 0.003612599487179487 clips/s: 435.232 loss: 1.5013 (1.6405) acc1: 50.0000 (45.6745) acc5: 85.7143 (81.3225) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [440/702] eta: 0:00:08 lr: 0.0036268443589743595 clips/s: 435.303 loss: 1.4065 (1.6358) acc1: 50.0000 (45.8050) acc5: 78.5714 (81.3735) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [450/702] eta: 0:00:08 lr: 0.0036410892307692307 clips/s: 433.888 loss: 1.4147 (1.6358) acc1: 50.0000 (45.8347) acc5: 78.5714 (81.3589) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [460/702] eta: 0:00:08 lr: 0.0036553341025641027 clips/s: 438.322 loss: 1.5276 (1.6383) acc1: 50.0000 (45.7546) acc5: 85.7143 (81.2519) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [470/702] eta: 0:00:07 lr: 0.0036695789743589743 clips/s: 436.442 loss: 1.5675 (1.6352) acc1: 50.0000 (45.9054) acc5: 78.5714 (81.2860) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [480/702] eta: 0:00:07 lr: 0.0036838238461538463 clips/s: 437.878 loss: 1.4637 (1.6307) acc1: 57.1429 (46.0647) acc5: 85.7143 (81.3484) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [490/702] eta: 0:00:07 lr: 0.0036980687179487184 clips/s: 440.750 loss: 1.2581 (1.6234) acc1: 57.1429 (46.3486) acc5: 92.8571 (81.4955) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [500/702] eta: 0:00:06 lr: 0.0037123135897435895 clips/s: 439.464 loss: 1.3881 (1.6242) acc1: 50.0000 (46.3216) acc5: 85.7143 (81.4656) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [3] [510/702] eta: 0:00:06 lr: 0.0037265584615384616 clips/s: 440.228 loss: 1.5430 (1.6221) acc1: 50.0000 (46.4635) acc5: 78.5714 (81.4929) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [3] [520/702] eta: 0:00:06 lr: 0.003740803333333333 clips/s: 439.915 loss: 1.3483 (1.6184) acc1: 57.1429 (46.5725) acc5: 85.7143 (81.5739) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [530/702] eta: 0:00:05 lr: 0.003755048205128205 clips/s: 437.816 loss: 1.3483 (1.6144) acc1: 50.0000 (46.6909) acc5: 85.7143 (81.6250) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [540/702] eta: 0:00:05 lr: 0.0037692930769230772 clips/s: 440.106 loss: 1.4772 (1.6120) acc1: 57.1429 (46.8709) acc5: 85.7143 (81.5817) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [550/702] eta: 0:00:05 lr: 0.003783537948717949 clips/s: 435.426 loss: 1.5512 (1.6122) acc1: 50.0000 (46.9017) acc5: 78.5714 (81.5919) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [3] [560/702] eta: 0:00:04 lr: 0.003797782820512821 clips/s: 435.323 loss: 1.5230 (1.6093) acc1: 50.0000 (47.0206) acc5: 78.5714 (81.5635) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [3] [570/702] eta: 0:00:04 lr: 0.0038120276923076925 clips/s: 437.708 loss: 1.5230 (1.6097) acc1: 50.0000 (47.1228) acc5: 78.5714 (81.5612) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [580/702] eta: 0:00:04 lr: 0.003826272564102564 clips/s: 437.209 loss: 1.4469 (1.6050) acc1: 57.1429 (47.2707) acc5: 85.7143 (81.6449) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [590/702] eta: 0:00:03 lr: 0.003840517435897436 clips/s: 441.210 loss: 1.3660 (1.6024) acc1: 57.1429 (47.3773) acc5: 85.7143 (81.6775) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [600/702] eta: 0:00:03 lr: 0.0038547623076923077 clips/s: 441.732 loss: 1.5464 (1.6059) acc1: 42.8571 (47.2783) acc5: 78.5714 (81.5783) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [610/702] eta: 0:00:03 lr: 0.0038690071794871797 clips/s: 441.582 loss: 1.6431 (1.6054) acc1: 42.8571 (47.3346) acc5: 78.5714 (81.5642) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [620/702] eta: 0:00:02 lr: 0.0038832520512820518 clips/s: 441.761 loss: 1.6164 (1.6092) acc1: 42.8571 (47.1590) acc5: 78.5714 (81.5045) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [630/702] eta: 0:00:02 lr: 0.003897496923076923 clips/s: 441.851 loss: 1.6273 (1.6102) acc1: 42.8571 (47.1361) acc5: 78.5714 (81.5033) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [640/702] eta: 0:00:02 lr: 0.003911741794871795 clips/s: 440.906 loss: 1.5789 (1.6099) acc1: 42.8571 (47.1696) acc5: 78.5714 (81.5467) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [650/702] eta: 0:00:01 lr: 0.0039259866666666665 clips/s: 439.441 loss: 1.6784 (1.6119) acc1: 42.8571 (47.0814) acc5: 85.7143 (81.4900) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [660/702] eta: 0:00:01 lr: 0.003940231538461538 clips/s: 440.165 loss: 1.5419 (1.6095) acc1: 50.0000 (47.1472) acc5: 85.7143 (81.5215) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [670/702] eta: 0:00:01 lr: 0.003954476410256411 clips/s: 437.793 loss: 1.5133 (1.6072) acc1: 50.0000 (47.2003) acc5: 85.7143 (81.5840) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [3] [680/702] eta: 0:00:00 lr: 0.003968721282051282 clips/s: 435.368 loss: 1.4474 (1.6023) acc1: 50.0000 (47.3254) acc5: 85.7143 (81.7181) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [690/702] eta: 0:00:00 lr: 0.003982966153846154 clips/s: 437.232 loss: 1.3617 (1.5986) acc1: 50.0000 (47.4364) acc5: 85.7143 (81.7552) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [3] [700/702] eta: 0:00:00 lr: 0.003997211025641026 clips/s: 436.261 loss: 1.3671 (1.5973) acc1: 50.0000 (47.4832) acc5: 85.7143 (81.8117) time: 0.0319 data: 0.0001 max mem: 1119 Epoch: [3] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:35 loss: 1.5833 (1.5833) acc1: 21.4286 (21.4286) acc5: 85.7143 (85.7143) time: 1.0114 data: 0.9972 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.3025 (1.9409) acc1: 57.1429 (42.2914) acc5: 92.8571 (78.6421) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.1539 (2.2048) acc1: 21.4286 (35.5366) acc5: 78.5714 (72.3525) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.2343 (2.2504) acc1: 0.0000 (33.7684) acc5: 71.4286 (69.8624) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.4917 (2.1748) acc1: 50.0000 (35.4827) acc5: 100.0000 (71.2683) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.3940 (2.2222) acc1: 7.1429 (34.3028) acc5: 50.0000 (69.7890) time: 0.0125 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.8312 (2.2341) acc1: 42.8571 (34.7516) acc5: 78.5714 (69.9073) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.2784 (2.1985) acc1: 14.2857 (35.1539) acc5: 64.2857 (70.4504) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.2347 (2.1634) acc1: 57.1429 (36.1067) acc5: 85.7143 (71.2235) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 36.119 Clip Acc@5 71.165 * Video Acc@1 0.585859 * Class Acc@1 [0.7333333333333333, 0.0, 0.0, 0.06666666666666667, 0.14285714285714285, 0.5714285714285714, 1.0, 0.2, 0.0, 0.9333333333333333, 1.0, 0.6666666666666666, 0.9333333333333333, 1.0, 0.4, 1.0, 0.4, 0.6666666666666666, 1.0, 1.0] Epoch: [4] [ 0/702] eta: 0:12:15 lr: 0.004000060000000001 clips/s: 326.512 loss: 1.3147 (1.3147) acc1: 50.0000 (50.0000) acc5: 85.7143 (85.7143) time: 1.0472 data: 1.0041 max mem: 1119 Epoch: [4] [ 10/702] eta: 0:01:26 lr: 0.004014304871794872 clips/s: 440.929 loss: 1.5825 (1.5166) acc1: 50.0000 (51.9481) acc5: 78.5714 (77.9221) time: 0.1244 data: 0.0914 max mem: 1119 Epoch: [4] [ 20/702] eta: 0:00:54 lr: 0.004028549743589743 clips/s: 440.962 loss: 1.5825 (1.5078) acc1: 50.0000 (50.3401) acc5: 78.5714 (78.9116) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [ 30/702] eta: 0:00:43 lr: 0.004042794615384615 clips/s: 440.327 loss: 1.5184 (1.4459) acc1: 57.1429 (52.3041) acc5: 85.7143 (82.2581) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [ 40/702] eta: 0:00:37 lr: 0.004057039487179487 clips/s: 439.925 loss: 1.3214 (1.4179) acc1: 57.1429 (52.2648) acc5: 85.7143 (83.4495) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [ 50/702] eta: 0:00:33 lr: 0.0040712843589743595 clips/s: 440.155 loss: 1.3214 (1.3893) acc1: 50.0000 (53.6415) acc5: 85.7143 (84.3137) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [ 60/702] eta: 0:00:31 lr: 0.004085529230769231 clips/s: 437.414 loss: 1.2186 (1.3590) acc1: 64.2857 (54.5667) acc5: 92.8571 (84.7775) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [ 70/702] eta: 0:00:29 lr: 0.004099774102564103 clips/s: 435.429 loss: 1.2318 (1.3536) acc1: 57.1429 (54.9296) acc5: 85.7143 (85.0101) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [4] [ 80/702] eta: 0:00:27 lr: 0.004114018974358974 clips/s: 434.161 loss: 1.2834 (1.3630) acc1: 57.1429 (54.7619) acc5: 85.7143 (84.7443) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [ 90/702] eta: 0:00:26 lr: 0.004128263846153846 clips/s: 434.971 loss: 1.4460 (1.3705) acc1: 57.1429 (54.8666) acc5: 85.7143 (84.2229) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [100/702] eta: 0:00:25 lr: 0.004142508717948718 clips/s: 434.489 loss: 1.4614 (1.3911) acc1: 57.1429 (54.3140) acc5: 78.5714 (83.9463) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [110/702] eta: 0:00:24 lr: 0.00415675358974359 clips/s: 438.067 loss: 1.4077 (1.3857) acc1: 57.1429 (54.8263) acc5: 85.7143 (84.2342) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [120/702] eta: 0:00:23 lr: 0.0041709984615384615 clips/s: 439.289 loss: 1.3176 (1.3823) acc1: 64.2857 (55.2538) acc5: 85.7143 (84.4156) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [4] [130/702] eta: 0:00:22 lr: 0.004185243333333333 clips/s: 441.210 loss: 1.2570 (1.3828) acc1: 57.1429 (55.1799) acc5: 85.7143 (84.3511) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [140/702] eta: 0:00:22 lr: 0.004199488205128206 clips/s: 440.697 loss: 1.4362 (1.3903) acc1: 50.0000 (54.7619) acc5: 85.7143 (84.4985) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [150/702] eta: 0:00:21 lr: 0.004213733076923077 clips/s: 437.320 loss: 1.4690 (1.3942) acc1: 50.0000 (54.4939) acc5: 85.7143 (84.6263) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [160/702] eta: 0:00:20 lr: 0.004227977948717949 clips/s: 440.859 loss: 1.4087 (1.3841) acc1: 57.1429 (55.0133) acc5: 85.7143 (84.7382) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [170/702] eta: 0:00:20 lr: 0.00424222282051282 clips/s: 439.773 loss: 1.2776 (1.3796) acc1: 57.1429 (55.0961) acc5: 85.7143 (84.9624) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [180/702] eta: 0:00:19 lr: 0.004256467692307692 clips/s: 437.431 loss: 1.3492 (1.3921) acc1: 50.0000 (54.8540) acc5: 85.7143 (84.8856) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [190/702] eta: 0:00:19 lr: 0.004270712564102564 clips/s: 434.868 loss: 1.7025 (1.3988) acc1: 50.0000 (54.4877) acc5: 85.7143 (84.8542) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [200/702] eta: 0:00:18 lr: 0.004284957435897436 clips/s: 430.753 loss: 1.3829 (1.3951) acc1: 50.0000 (54.6198) acc5: 85.7143 (84.8259) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [210/702] eta: 0:00:18 lr: 0.0042992023076923085 clips/s: 435.584 loss: 1.1960 (1.3842) acc1: 57.1429 (55.0779) acc5: 85.7143 (84.9357) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [4] [220/702] eta: 0:00:17 lr: 0.004313447179487179 clips/s: 437.789 loss: 1.1891 (1.3765) acc1: 57.1429 (55.2359) acc5: 92.8571 (85.1325) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [4] [230/702] eta: 0:00:17 lr: 0.004327692051282051 clips/s: 440.899 loss: 1.3301 (1.3822) acc1: 57.1429 (55.0402) acc5: 85.7143 (85.1577) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [4] [240/702] eta: 0:00:16 lr: 0.004341936923076923 clips/s: 439.523 loss: 1.6582 (1.3997) acc1: 50.0000 (54.5643) acc5: 78.5714 (84.8844) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [250/702] eta: 0:00:16 lr: 0.004356181794871795 clips/s: 440.969 loss: 1.7418 (1.4099) acc1: 42.8571 (54.2117) acc5: 78.5714 (84.6898) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [260/702] eta: 0:00:15 lr: 0.004370426666666667 clips/s: 439.766 loss: 1.5722 (1.4040) acc1: 50.0000 (54.4061) acc5: 85.7143 (84.8385) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [270/702] eta: 0:00:15 lr: 0.004384671538461539 clips/s: 438.833 loss: 1.2207 (1.4070) acc1: 50.0000 (54.2435) acc5: 92.8571 (84.7918) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [280/702] eta: 0:00:15 lr: 0.00439891641025641 clips/s: 437.838 loss: 1.2997 (1.4098) acc1: 57.1429 (54.1434) acc5: 85.7143 (84.7229) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [290/702] eta: 0:00:14 lr: 0.004413161282051282 clips/s: 434.952 loss: 1.4829 (1.4194) acc1: 50.0000 (53.7064) acc5: 85.7143 (84.5115) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [300/702] eta: 0:00:14 lr: 0.004427406153846154 clips/s: 435.704 loss: 1.5018 (1.4200) acc1: 42.8571 (53.7494) acc5: 85.7143 (84.5515) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [310/702] eta: 0:00:13 lr: 0.004441651025641026 clips/s: 434.354 loss: 1.3666 (1.4196) acc1: 57.1429 (53.7437) acc5: 85.7143 (84.5200) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [320/702] eta: 0:00:13 lr: 0.004455895897435898 clips/s: 436.313 loss: 1.4485 (1.4212) acc1: 57.1429 (53.7383) acc5: 85.7143 (84.4459) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [330/702] eta: 0:00:13 lr: 0.004470140769230769 clips/s: 438.856 loss: 1.4922 (1.4270) acc1: 50.0000 (53.5391) acc5: 85.7143 (84.3979) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [340/702] eta: 0:00:12 lr: 0.004484385641025641 clips/s: 438.280 loss: 1.3511 (1.4227) acc1: 50.0000 (53.6238) acc5: 85.7143 (84.5413) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [350/702] eta: 0:00:12 lr: 0.004498630512820513 clips/s: 441.028 loss: 1.3545 (1.4230) acc1: 50.0000 (53.6223) acc5: 85.7143 (84.5543) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [360/702] eta: 0:00:11 lr: 0.004512875384615385 clips/s: 440.278 loss: 1.4118 (1.4207) acc1: 57.1429 (53.6803) acc5: 85.7143 (84.6854) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [370/702] eta: 0:00:11 lr: 0.004527120256410257 clips/s: 439.869 loss: 1.4560 (1.4225) acc1: 57.1429 (53.6773) acc5: 85.7143 (84.6361) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [380/702] eta: 0:00:11 lr: 0.004541365128205128 clips/s: 436.754 loss: 1.4535 (1.4214) acc1: 50.0000 (53.6558) acc5: 85.7143 (84.5707) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [390/702] eta: 0:00:10 lr: 0.00455561 clips/s: 437.405 loss: 1.4202 (1.4223) acc1: 50.0000 (53.6536) acc5: 85.7143 (84.5269) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [400/702] eta: 0:00:10 lr: 0.004569854871794872 clips/s: 434.498 loss: 1.5511 (1.4273) acc1: 42.8571 (53.4735) acc5: 78.5714 (84.3605) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [410/702] eta: 0:00:10 lr: 0.004584099743589744 clips/s: 434.772 loss: 1.3818 (1.4231) acc1: 50.0000 (53.5975) acc5: 85.7143 (84.5325) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [420/702] eta: 0:00:09 lr: 0.0045983446153846155 clips/s: 434.585 loss: 1.2384 (1.4191) acc1: 57.1429 (53.7496) acc5: 92.8571 (84.6115) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [430/702] eta: 0:00:09 lr: 0.004612589487179487 clips/s: 436.008 loss: 1.2218 (1.4140) acc1: 57.1429 (53.8780) acc5: 85.7143 (84.7531) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [440/702] eta: 0:00:09 lr: 0.004626834358974359 clips/s: 438.771 loss: 1.2218 (1.4079) acc1: 57.1429 (54.0330) acc5: 92.8571 (84.9368) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [450/702] eta: 0:00:08 lr: 0.004641079230769231 clips/s: 441.002 loss: 1.1721 (1.4047) acc1: 57.1429 (54.0545) acc5: 85.7143 (84.9541) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [460/702] eta: 0:00:08 lr: 0.004655324102564103 clips/s: 440.591 loss: 1.2047 (1.4050) acc1: 50.0000 (54.0130) acc5: 85.7143 (84.9551) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [470/702] eta: 0:00:07 lr: 0.004669568974358974 clips/s: 441.022 loss: 1.2930 (1.4025) acc1: 57.1429 (54.1553) acc5: 85.7143 (84.9560) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [480/702] eta: 0:00:07 lr: 0.004683813846153847 clips/s: 440.820 loss: 1.2707 (1.3990) acc1: 57.1429 (54.2768) acc5: 85.7143 (85.0609) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [490/702] eta: 0:00:07 lr: 0.004698058717948718 clips/s: 440.757 loss: 1.1812 (1.3943) acc1: 64.2857 (54.4661) acc5: 85.7143 (85.1324) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [500/702] eta: 0:00:06 lr: 0.00471230358974359 clips/s: 439.434 loss: 1.1416 (1.3936) acc1: 57.1429 (54.4340) acc5: 92.8571 (85.2438) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [510/702] eta: 0:00:06 lr: 0.004726548461538462 clips/s: 434.772 loss: 1.2516 (1.3928) acc1: 50.0000 (54.4311) acc5: 92.8571 (85.2530) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [520/702] eta: 0:00:06 lr: 0.004740793333333333 clips/s: 434.678 loss: 1.2516 (1.3895) acc1: 57.1429 (54.5517) acc5: 85.7143 (85.3167) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [530/702] eta: 0:00:05 lr: 0.004755038205128206 clips/s: 434.739 loss: 1.2968 (1.3909) acc1: 57.1429 (54.5063) acc5: 85.7143 (85.2300) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [4] [540/702] eta: 0:00:05 lr: 0.004769283076923077 clips/s: 435.300 loss: 1.3099 (1.3899) acc1: 57.1429 (54.6079) acc5: 85.7143 (85.2126) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [550/702] eta: 0:00:05 lr: 0.004783527948717949 clips/s: 436.481 loss: 1.3929 (1.3896) acc1: 57.1429 (54.5891) acc5: 85.7143 (85.2735) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [560/702] eta: 0:00:04 lr: 0.0047977728205128205 clips/s: 437.160 loss: 1.4122 (1.3919) acc1: 50.0000 (54.4945) acc5: 85.7143 (85.2814) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [570/702] eta: 0:00:04 lr: 0.004812017692307692 clips/s: 440.007 loss: 1.2758 (1.3885) acc1: 50.0000 (54.5284) acc5: 92.8571 (85.4266) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [4] [580/702] eta: 0:00:04 lr: 0.004826262564102565 clips/s: 439.645 loss: 1.3362 (1.3924) acc1: 50.0000 (54.3890) acc5: 85.7143 (85.3701) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [590/702] eta: 0:00:03 lr: 0.004840507435897436 clips/s: 436.316 loss: 1.4079 (1.3917) acc1: 50.0000 (54.3872) acc5: 85.7143 (85.4484) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [4] [600/702] eta: 0:00:03 lr: 0.004854752307692308 clips/s: 435.546 loss: 1.3871 (1.3957) acc1: 50.0000 (54.2310) acc5: 85.7143 (85.4053) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [4] [610/702] eta: 0:00:03 lr: 0.004868997179487179 clips/s: 435.307 loss: 1.3021 (1.3924) acc1: 50.0000 (54.3255) acc5: 85.7143 (85.4688) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [4] [620/702] eta: 0:00:02 lr: 0.004883242051282051 clips/s: 432.288 loss: 1.3021 (1.3929) acc1: 57.1429 (54.2788) acc5: 85.7143 (85.4497) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [630/702] eta: 0:00:02 lr: 0.004897486923076923 clips/s: 437.089 loss: 1.3720 (1.3917) acc1: 57.1429 (54.3582) acc5: 85.7143 (85.4992) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [640/702] eta: 0:00:02 lr: 0.004911731794871795 clips/s: 434.933 loss: 1.2562 (1.3895) acc1: 57.1429 (54.4016) acc5: 85.7143 (85.5137) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [650/702] eta: 0:00:01 lr: 0.004925976666666667 clips/s: 438.335 loss: 1.2576 (1.3875) acc1: 57.1429 (54.5425) acc5: 92.8571 (85.6375) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [660/702] eta: 0:00:01 lr: 0.004940221538461539 clips/s: 440.552 loss: 1.2550 (1.3847) acc1: 57.1429 (54.5710) acc5: 92.8571 (85.7251) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [670/702] eta: 0:00:01 lr: 0.00495446641025641 clips/s: 438.476 loss: 1.3066 (1.3870) acc1: 57.1429 (54.5880) acc5: 85.7143 (85.6717) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [680/702] eta: 0:00:00 lr: 0.004968711282051282 clips/s: 440.757 loss: 1.3748 (1.3858) acc1: 57.1429 (54.6360) acc5: 85.7143 (85.7038) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [4] [690/702] eta: 0:00:00 lr: 0.004982956153846154 clips/s: 440.165 loss: 1.1550 (1.3851) acc1: 64.2857 (54.6930) acc5: 85.7143 (85.6936) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [4] [700/702] eta: 0:00:00 lr: 0.0049972010256410255 clips/s: 440.426 loss: 1.1093 (1.3806) acc1: 64.2857 (54.8095) acc5: 92.8571 (85.7754) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [4] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:34 loss: 1.1442 (1.1442) acc1: 64.2857 (64.2857) acc5: 85.7143 (85.7143) time: 1.0110 data: 0.9939 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.4471 (2.0556) acc1: 42.8571 (43.4936) acc5: 100.0000 (75.1768) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.6675 (2.3926) acc1: 35.7143 (35.2168) acc5: 78.5714 (71.7129) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 3.1011 (2.4219) acc1: 14.2857 (35.0736) acc5: 57.1429 (70.7404) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.6109 (2.3075) acc1: 28.5714 (36.2843) acc5: 92.8571 (73.2989) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.7434 (2.3849) acc1: 7.1429 (35.1583) acc5: 50.0000 (71.3858) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.4669 (2.3656) acc1: 35.7143 (35.1795) acc5: 92.8571 (72.1536) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.2748 (2.3786) acc1: 21.4286 (34.7768) acc5: 78.5714 (71.8973) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.1470 (2.3453) acc1: 28.5714 (35.1079) acc5: 78.5714 (72.5611) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 34.939 Clip Acc@5 72.460 * Video Acc@1 0.528620 * Class Acc@1 [0.26666666666666666, 0.7333333333333333, 0.0, 0.2, 0.5714285714285714, 0.0, 0.35714285714285715, 1.0, 0.0, 0.7333333333333333, 1.0, 0.4, 0.13333333333333333, 1.0, 1.0, 0.6, 0.2, 0.6666666666666666, 1.0, 0.6666666666666666] Epoch: [5] [ 0/702] eta: 0:12:05 lr: 0.005000050000000001 clips/s: 354.161 loss: 0.9016 (0.9016) acc1: 71.4286 (71.4286) acc5: 100.0000 (100.0000) time: 1.0338 data: 0.9941 max mem: 1119 Epoch: [5] [ 10/702] eta: 0:01:25 lr: 0.005014294871794872 clips/s: 440.760 loss: 1.2563 (1.2343) acc1: 57.1429 (57.7922) acc5: 85.7143 (89.6104) time: 0.1232 data: 0.0905 max mem: 1119 Epoch: [5] [ 20/702] eta: 0:00:54 lr: 0.005028539743589743 clips/s: 438.289 loss: 1.2563 (1.3218) acc1: 57.1429 (58.1633) acc5: 85.7143 (87.4150) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [ 30/702] eta: 0:00:43 lr: 0.0050427846153846155 clips/s: 437.177 loss: 1.3005 (1.3480) acc1: 57.1429 (55.0691) acc5: 85.7143 (86.6359) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [ 40/702] eta: 0:00:37 lr: 0.005057029487179488 clips/s: 437.502 loss: 1.3005 (1.3404) acc1: 57.1429 (55.5749) acc5: 85.7143 (85.5401) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [ 50/702] eta: 0:00:33 lr: 0.0050712743589743595 clips/s: 434.161 loss: 1.2370 (1.3320) acc1: 57.1429 (55.4622) acc5: 85.7143 (85.7143) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [ 60/702] eta: 0:00:31 lr: 0.005085519230769231 clips/s: 436.384 loss: 1.2380 (1.3250) acc1: 57.1429 (56.6745) acc5: 85.7143 (85.7143) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [ 70/702] eta: 0:00:29 lr: 0.005099764102564103 clips/s: 431.155 loss: 1.2380 (1.3253) acc1: 64.2857 (57.1429) acc5: 85.7143 (85.9155) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [ 80/702] eta: 0:00:27 lr: 0.005114008974358974 clips/s: 439.747 loss: 1.2138 (1.3146) acc1: 64.2857 (57.3192) acc5: 92.8571 (86.3316) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [ 90/702] eta: 0:00:26 lr: 0.005128253846153845 clips/s: 438.686 loss: 0.9155 (1.2614) acc1: 64.2857 (58.8697) acc5: 92.8571 (87.1272) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [100/702] eta: 0:00:25 lr: 0.005142498717948718 clips/s: 439.740 loss: 1.0209 (1.2600) acc1: 64.2857 (58.7694) acc5: 92.8571 (87.4116) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [110/702] eta: 0:00:24 lr: 0.00515674358974359 clips/s: 439.885 loss: 1.3473 (1.2747) acc1: 50.0000 (58.4942) acc5: 92.8571 (87.3874) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [120/702] eta: 0:00:23 lr: 0.005170988461538462 clips/s: 439.404 loss: 1.2389 (1.2560) acc1: 57.1429 (59.0909) acc5: 92.8571 (87.8394) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [130/702] eta: 0:00:22 lr: 0.005185233333333333 clips/s: 436.868 loss: 1.0899 (1.2605) acc1: 57.1429 (58.8877) acc5: 92.8571 (87.7317) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [140/702] eta: 0:00:22 lr: 0.005199478205128206 clips/s: 435.194 loss: 1.1455 (1.2483) acc1: 57.1429 (59.1692) acc5: 92.8571 (87.8926) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [150/702] eta: 0:00:21 lr: 0.005213723076923077 clips/s: 432.973 loss: 1.0603 (1.2328) acc1: 64.2857 (59.6973) acc5: 92.8571 (88.0795) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [160/702] eta: 0:00:20 lr: 0.005227967948717949 clips/s: 436.913 loss: 1.2268 (1.2401) acc1: 57.1429 (59.5386) acc5: 85.7143 (87.7551) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [170/702] eta: 0:00:20 lr: 0.0052422128205128204 clips/s: 441.254 loss: 1.3886 (1.2570) acc1: 57.1429 (58.8972) acc5: 85.7143 (87.6775) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [180/702] eta: 0:00:19 lr: 0.005256457692307692 clips/s: 441.333 loss: 1.4931 (1.2614) acc1: 50.0000 (58.7214) acc5: 85.7143 (87.6085) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [190/702] eta: 0:00:19 lr: 0.005270702564102565 clips/s: 440.020 loss: 1.3584 (1.2574) acc1: 57.1429 (58.8631) acc5: 85.7143 (87.7711) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [200/702] eta: 0:00:18 lr: 0.005284947435897436 clips/s: 439.372 loss: 1.3181 (1.2561) acc1: 57.1429 (58.9552) acc5: 92.8571 (87.9176) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [210/702] eta: 0:00:18 lr: 0.005299192307692308 clips/s: 440.037 loss: 1.2006 (1.2517) acc1: 64.2857 (59.0047) acc5: 92.8571 (87.9824) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [220/702] eta: 0:00:17 lr: 0.005313437179487179 clips/s: 437.760 loss: 1.0632 (1.2427) acc1: 64.2857 (59.5023) acc5: 92.8571 (87.9767) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [230/702] eta: 0:00:17 lr: 0.005327682051282051 clips/s: 434.190 loss: 1.0219 (1.2392) acc1: 64.2857 (59.7093) acc5: 85.7143 (88.0025) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [240/702] eta: 0:00:16 lr: 0.005341926923076923 clips/s: 435.191 loss: 1.1075 (1.2364) acc1: 57.1429 (59.7807) acc5: 85.7143 (88.1150) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [250/702] eta: 0:00:16 lr: 0.005356171794871795 clips/s: 439.276 loss: 1.1075 (1.2422) acc1: 57.1429 (59.6756) acc5: 92.8571 (88.2470) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [5] [260/702] eta: 0:00:15 lr: 0.0053704166666666674 clips/s: 440.235 loss: 1.2931 (1.2460) acc1: 57.1429 (59.7701) acc5: 92.8571 (88.1226) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [5] [270/702] eta: 0:00:15 lr: 0.005384661538461538 clips/s: 436.008 loss: 1.2912 (1.2506) acc1: 57.1429 (59.5677) acc5: 85.7143 (88.0601) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [280/702] eta: 0:00:15 lr: 0.00539890641025641 clips/s: 438.276 loss: 1.2485 (1.2485) acc1: 57.1429 (59.6594) acc5: 85.7143 (88.0529) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [290/702] eta: 0:00:14 lr: 0.005413151282051283 clips/s: 436.715 loss: 1.2606 (1.2531) acc1: 57.1429 (59.5729) acc5: 85.7143 (88.0952) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [300/702] eta: 0:00:14 lr: 0.005427396153846154 clips/s: 434.122 loss: 1.2349 (1.2489) acc1: 57.1429 (59.6108) acc5: 92.8571 (88.1348) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [310/702] eta: 0:00:13 lr: 0.005441641025641025 clips/s: 435.549 loss: 1.0814 (1.2447) acc1: 57.1429 (59.7152) acc5: 92.8571 (88.1718) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [320/702] eta: 0:00:13 lr: 0.005455885897435898 clips/s: 435.303 loss: 1.1493 (1.2448) acc1: 57.1429 (59.6796) acc5: 92.8571 (88.1397) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [330/702] eta: 0:00:13 lr: 0.00547013076923077 clips/s: 436.679 loss: 1.1705 (1.2420) acc1: 64.2857 (59.8403) acc5: 92.8571 (88.2823) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [340/702] eta: 0:00:12 lr: 0.005484375641025641 clips/s: 440.538 loss: 1.1121 (1.2417) acc1: 64.2857 (59.8240) acc5: 92.8571 (88.3117) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [350/702] eta: 0:00:12 lr: 0.0054986205128205136 clips/s: 439.207 loss: 1.3131 (1.2434) acc1: 57.1429 (59.6866) acc5: 92.8571 (88.3191) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [360/702] eta: 0:00:11 lr: 0.005512865384615385 clips/s: 439.023 loss: 1.2278 (1.2407) acc1: 57.1429 (59.6755) acc5: 92.8571 (88.4448) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [370/702] eta: 0:00:11 lr: 0.005527110256410256 clips/s: 438.571 loss: 1.0296 (1.2354) acc1: 57.1429 (59.7613) acc5: 92.8571 (88.5060) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [380/702] eta: 0:00:11 lr: 0.0055413551282051275 clips/s: 437.050 loss: 0.9130 (1.2307) acc1: 64.2857 (59.9363) acc5: 92.8571 (88.6577) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [390/702] eta: 0:00:10 lr: 0.005555600000000001 clips/s: 434.688 loss: 1.1604 (1.2324) acc1: 64.2857 (59.8648) acc5: 92.8571 (88.6189) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [400/702] eta: 0:00:10 lr: 0.0055698448717948715 clips/s: 434.100 loss: 1.1883 (1.2301) acc1: 57.1429 (59.9038) acc5: 92.8571 (88.6890) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [410/702] eta: 0:00:10 lr: 0.005584089743589743 clips/s: 439.451 loss: 1.1507 (1.2332) acc1: 57.1429 (59.8540) acc5: 92.8571 (88.6340) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [5] [420/702] eta: 0:00:09 lr: 0.005598334615384616 clips/s: 432.530 loss: 1.1082 (1.2319) acc1: 57.1429 (59.8405) acc5: 85.7143 (88.5986) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [5] [430/702] eta: 0:00:09 lr: 0.005612579487179488 clips/s: 439.250 loss: 1.1045 (1.2332) acc1: 64.2857 (59.7779) acc5: 85.7143 (88.5648) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [440/702] eta: 0:00:09 lr: 0.005626824358974359 clips/s: 435.782 loss: 0.9723 (1.2240) acc1: 64.2857 (60.0421) acc5: 92.8571 (88.7593) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [450/702] eta: 0:00:08 lr: 0.005641069230769231 clips/s: 435.620 loss: 0.8739 (1.2194) acc1: 64.2857 (60.1679) acc5: 100.0000 (88.8660) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [460/702] eta: 0:00:08 lr: 0.005655314102564103 clips/s: 434.717 loss: 1.1555 (1.2223) acc1: 64.2857 (60.1642) acc5: 85.7143 (88.8286) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [470/702] eta: 0:00:07 lr: 0.005669558974358974 clips/s: 434.312 loss: 1.2137 (1.2219) acc1: 57.1429 (60.1759) acc5: 85.7143 (88.8383) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [480/702] eta: 0:00:07 lr: 0.005683803846153847 clips/s: 437.737 loss: 1.1675 (1.2208) acc1: 57.1429 (60.2168) acc5: 85.7143 (88.8031) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [490/702] eta: 0:00:07 lr: 0.0056980487179487185 clips/s: 439.737 loss: 1.2270 (1.2215) acc1: 57.1429 (60.1106) acc5: 85.7143 (88.7984) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [500/702] eta: 0:00:06 lr: 0.00571229358974359 clips/s: 439.921 loss: 1.2548 (1.2210) acc1: 57.1429 (60.1084) acc5: 85.7143 (88.7938) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [510/702] eta: 0:00:06 lr: 0.005726538461538461 clips/s: 439.839 loss: 1.2149 (1.2201) acc1: 64.2857 (60.1621) acc5: 85.7143 (88.7895) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [520/702] eta: 0:00:06 lr: 0.005740783333333333 clips/s: 435.232 loss: 1.2166 (1.2186) acc1: 64.2857 (60.1727) acc5: 92.8571 (88.8127) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [530/702] eta: 0:00:05 lr: 0.005755028205128206 clips/s: 437.760 loss: 1.1645 (1.2177) acc1: 57.1429 (60.2233) acc5: 92.8571 (88.8889) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [540/702] eta: 0:00:05 lr: 0.0057692730769230765 clips/s: 433.808 loss: 1.1625 (1.2167) acc1: 64.2857 (60.2324) acc5: 92.8571 (88.9226) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [550/702] eta: 0:00:05 lr: 0.005783517948717949 clips/s: 434.389 loss: 1.2767 (1.2218) acc1: 57.1429 (60.0985) acc5: 85.7143 (88.8514) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [560/702] eta: 0:00:04 lr: 0.005797762820512821 clips/s: 431.887 loss: 1.1891 (1.2192) acc1: 57.1429 (60.2241) acc5: 85.7143 (88.8337) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [570/702] eta: 0:00:04 lr: 0.005812007692307692 clips/s: 440.780 loss: 1.1637 (1.2202) acc1: 64.2857 (60.2702) acc5: 85.7143 (88.8291) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [580/702] eta: 0:00:04 lr: 0.005826252564102565 clips/s: 437.558 loss: 1.2424 (1.2208) acc1: 64.2857 (60.3393) acc5: 92.8571 (88.8984) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [590/702] eta: 0:00:03 lr: 0.005840497435897436 clips/s: 436.721 loss: 1.1384 (1.2182) acc1: 64.2857 (60.3940) acc5: 92.8571 (88.9775) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [600/702] eta: 0:00:03 lr: 0.005854742307692308 clips/s: 439.184 loss: 1.0952 (1.2155) acc1: 64.2857 (60.5301) acc5: 92.8571 (89.0777) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [610/702] eta: 0:00:03 lr: 0.0058689871794871794 clips/s: 433.242 loss: 1.0861 (1.2120) acc1: 71.4286 (60.6266) acc5: 92.8571 (89.1747) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [620/702] eta: 0:00:02 lr: 0.005883232051282051 clips/s: 436.057 loss: 1.0664 (1.2121) acc1: 64.2857 (60.6165) acc5: 92.8571 (89.1419) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [630/702] eta: 0:00:02 lr: 0.0058974769230769235 clips/s: 433.988 loss: 1.2079 (1.2118) acc1: 64.2857 (60.6181) acc5: 92.8571 (89.1782) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [640/702] eta: 0:00:02 lr: 0.005911721794871795 clips/s: 434.299 loss: 1.2278 (1.2141) acc1: 57.1429 (60.5416) acc5: 92.8571 (89.1353) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [650/702] eta: 0:00:01 lr: 0.005925966666666667 clips/s: 437.714 loss: 1.2577 (1.2152) acc1: 57.1429 (60.4674) acc5: 85.7143 (89.0937) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [660/702] eta: 0:00:01 lr: 0.005940211538461538 clips/s: 438.964 loss: 1.2736 (1.2177) acc1: 57.1429 (60.3955) acc5: 85.7143 (89.0642) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [670/702] eta: 0:00:01 lr: 0.00595445641025641 clips/s: 439.803 loss: 1.2656 (1.2174) acc1: 57.1429 (60.3470) acc5: 92.8571 (89.1101) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [680/702] eta: 0:00:00 lr: 0.005968701282051282 clips/s: 439.539 loss: 1.0576 (1.2149) acc1: 57.1429 (60.3944) acc5: 92.8571 (89.1336) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [5] [690/702] eta: 0:00:00 lr: 0.005982946153846154 clips/s: 439.671 loss: 1.0080 (1.2124) acc1: 64.2857 (60.4714) acc5: 92.8571 (89.1668) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] [700/702] eta: 0:00:00 lr: 0.005997191025641026 clips/s: 437.750 loss: 0.9853 (1.2100) acc1: 57.1429 (60.5156) acc5: 92.8571 (89.1889) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [5] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:37 loss: 2.1985 (2.1985) acc1: 64.2857 (64.2857) acc5: 71.4286 (71.4286) time: 1.0146 data: 0.9981 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.2205 (2.1018) acc1: 50.0000 (49.5050) acc5: 92.8571 (76.7327) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.0972 (2.4368) acc1: 42.8571 (41.3291) acc5: 78.5714 (73.0633) time: 0.0125 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 1.9754 (2.4620) acc1: 42.8571 (41.2197) acc5: 78.5714 (72.3303) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.1892 (2.3780) acc1: 50.0000 (42.3584) acc5: 100.0000 (73.8333) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.0076 (2.4687) acc1: 35.7143 (41.8306) acc5: 92.8571 (74.2087) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.4630 (2.4467) acc1: 42.8571 (41.7162) acc5: 92.8571 (74.8990) time: 0.0122 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.5454 (2.4326) acc1: 42.8571 (41.9808) acc5: 71.4286 (74.7809) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.1150 (2.4032) acc1: 57.1429 (42.2597) acc5: 92.8571 (75.3968) time: 0.0121 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 42.241 Clip Acc@5 75.344 * Video Acc@1 0.670034 * Class Acc@1 [0.2, 0.9333333333333333, 0.0, 0.3333333333333333, 0.6428571428571429, 0.6428571428571429, 0.5714285714285714, 0.7333333333333333, 0.0, 1.0, 1.0, 1.0, 0.9333333333333333, 1.0, 0.13333333333333333, 0.9333333333333333, 0.5333333333333333, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [6] [ 0/702] eta: 0:12:18 lr: 0.00600004 clips/s: 310.302 loss: 1.3821 (1.3821) acc1: 57.1429 (57.1429) acc5: 85.7143 (85.7143) time: 1.0517 data: 1.0063 max mem: 1119 Epoch: [6] [ 10/702] eta: 0:01:26 lr: 0.0060142848717948715 clips/s: 431.773 loss: 1.3821 (1.2167) acc1: 64.2857 (60.3896) acc5: 92.8571 (91.5584) time: 0.1249 data: 0.0916 max mem: 1119 Epoch: [6] [ 20/702] eta: 0:00:55 lr: 0.006028529743589745 clips/s: 434.299 loss: 1.3166 (1.2762) acc1: 57.1429 (58.5034) acc5: 92.8571 (91.4966) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [ 30/702] eta: 0:00:43 lr: 0.0060427746153846155 clips/s: 439.572 loss: 1.3166 (1.2669) acc1: 57.1429 (58.7558) acc5: 92.8571 (90.3226) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [ 40/702] eta: 0:00:37 lr: 0.006057019487179487 clips/s: 441.240 loss: 1.2254 (1.2352) acc1: 57.1429 (60.1045) acc5: 92.8571 (90.7665) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [ 50/702] eta: 0:00:34 lr: 0.00607126435897436 clips/s: 439.441 loss: 0.9920 (1.2141) acc1: 64.2857 (60.3641) acc5: 92.8571 (91.3165) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [ 60/702] eta: 0:00:31 lr: 0.00608550923076923 clips/s: 439.017 loss: 1.0287 (1.2169) acc1: 57.1429 (59.6019) acc5: 92.8571 (91.1007) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [ 70/702] eta: 0:00:29 lr: 0.006099754102564102 clips/s: 438.768 loss: 1.1048 (1.2254) acc1: 57.1429 (59.1549) acc5: 92.8571 (91.2475) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [ 80/702] eta: 0:00:27 lr: 0.006113998974358974 clips/s: 434.965 loss: 1.1587 (1.2356) acc1: 57.1429 (58.9947) acc5: 92.8571 (91.0935) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [ 90/702] eta: 0:00:26 lr: 0.006128243846153847 clips/s: 437.522 loss: 1.1516 (1.2211) acc1: 57.1429 (59.1052) acc5: 85.7143 (90.8948) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [100/702] eta: 0:00:25 lr: 0.006142488717948718 clips/s: 434.199 loss: 1.1028 (1.2018) acc1: 57.1429 (59.4059) acc5: 92.8571 (91.2306) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [110/702] eta: 0:00:24 lr: 0.006156733589743589 clips/s: 435.613 loss: 1.0632 (1.1913) acc1: 64.2857 (60.2317) acc5: 92.8571 (91.1840) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [120/702] eta: 0:00:23 lr: 0.0061709784615384625 clips/s: 438.974 loss: 1.1393 (1.1911) acc1: 64.2857 (60.3306) acc5: 85.7143 (90.9091) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [130/702] eta: 0:00:22 lr: 0.006185223333333333 clips/s: 439.142 loss: 1.0309 (1.1855) acc1: 57.1429 (60.6870) acc5: 92.8571 (90.8942) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [140/702] eta: 0:00:22 lr: 0.006199468205128205 clips/s: 440.912 loss: 1.1021 (1.1870) acc1: 57.1429 (60.6890) acc5: 92.8571 (90.7295) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [150/702] eta: 0:00:21 lr: 0.006213713076923077 clips/s: 439.506 loss: 1.1021 (1.1842) acc1: 57.1429 (60.7852) acc5: 85.7143 (90.6812) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [160/702] eta: 0:00:20 lr: 0.00622795794871795 clips/s: 439.671 loss: 1.0200 (1.1724) acc1: 64.2857 (61.3132) acc5: 92.8571 (90.5501) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [170/702] eta: 0:00:20 lr: 0.00624220282051282 clips/s: 438.902 loss: 1.0425 (1.1701) acc1: 64.2857 (61.5288) acc5: 85.7143 (90.5180) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [180/702] eta: 0:00:19 lr: 0.006256447692307693 clips/s: 427.224 loss: 1.1822 (1.1798) acc1: 57.1429 (61.2076) acc5: 85.7143 (90.0947) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [190/702] eta: 0:00:19 lr: 0.006270692564102565 clips/s: 435.368 loss: 1.0218 (1.1630) acc1: 57.1429 (61.5931) acc5: 92.8571 (90.3889) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [200/702] eta: 0:00:18 lr: 0.006284937435897435 clips/s: 434.942 loss: 0.9612 (1.1584) acc1: 64.2857 (61.5494) acc5: 92.8571 (90.5117) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [210/702] eta: 0:00:18 lr: 0.006299182307692307 clips/s: 435.091 loss: 0.9200 (1.1504) acc1: 64.2857 (61.8822) acc5: 92.8571 (90.6229) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [220/702] eta: 0:00:17 lr: 0.00631342717948718 clips/s: 438.672 loss: 1.0697 (1.1533) acc1: 64.2857 (61.7970) acc5: 92.8571 (90.6593) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [230/702] eta: 0:00:17 lr: 0.006327672051282052 clips/s: 439.368 loss: 1.2124 (1.1635) acc1: 57.1429 (61.4100) acc5: 92.8571 (90.6617) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [240/702] eta: 0:00:16 lr: 0.006341916923076923 clips/s: 440.502 loss: 1.1869 (1.1658) acc1: 57.1429 (61.2626) acc5: 92.8571 (90.6639) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [250/702] eta: 0:00:16 lr: 0.006356161794871795 clips/s: 440.403 loss: 1.0641 (1.1651) acc1: 64.2857 (61.3261) acc5: 92.8571 (90.5521) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [260/702] eta: 0:00:15 lr: 0.0063704066666666675 clips/s: 436.627 loss: 1.1428 (1.1699) acc1: 64.2857 (61.1111) acc5: 85.7143 (90.3941) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [270/702] eta: 0:00:15 lr: 0.006384651538461537 clips/s: 440.624 loss: 1.1428 (1.1654) acc1: 57.1429 (61.2283) acc5: 92.8571 (90.4850) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [280/702] eta: 0:00:15 lr: 0.006398896410256411 clips/s: 438.863 loss: 1.0779 (1.1629) acc1: 64.2857 (61.3116) acc5: 92.8571 (90.5694) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [290/702] eta: 0:00:14 lr: 0.006413141282051282 clips/s: 436.459 loss: 1.2332 (1.1680) acc1: 64.2857 (61.1438) acc5: 92.8571 (90.4762) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [300/702] eta: 0:00:14 lr: 0.006427386153846154 clips/s: 434.142 loss: 1.1352 (1.1642) acc1: 57.1429 (61.2482) acc5: 85.7143 (90.4841) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [310/702] eta: 0:00:13 lr: 0.006441631025641026 clips/s: 431.995 loss: 0.9476 (1.1606) acc1: 57.1429 (61.2540) acc5: 92.8571 (90.5374) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [320/702] eta: 0:00:13 lr: 0.006455875897435898 clips/s: 434.749 loss: 1.0033 (1.1624) acc1: 57.1429 (61.2372) acc5: 92.8571 (90.4984) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [330/702] eta: 0:00:13 lr: 0.00647012076923077 clips/s: 433.741 loss: 1.1249 (1.1613) acc1: 64.2857 (61.2430) acc5: 85.7143 (90.3971) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [340/702] eta: 0:00:12 lr: 0.00648436564102564 clips/s: 437.476 loss: 1.2214 (1.1631) acc1: 64.2857 (61.2903) acc5: 85.7143 (90.3645) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [350/702] eta: 0:00:12 lr: 0.006498610512820513 clips/s: 440.760 loss: 1.2214 (1.1586) acc1: 57.1429 (61.3553) acc5: 92.8571 (90.4965) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [360/702] eta: 0:00:11 lr: 0.006512855384615385 clips/s: 439.503 loss: 0.9457 (1.1547) acc1: 64.2857 (61.5156) acc5: 92.8571 (90.6213) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [370/702] eta: 0:00:11 lr: 0.006527100256410257 clips/s: 439.730 loss: 1.2037 (1.1587) acc1: 57.1429 (61.4363) acc5: 92.8571 (90.6238) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [380/702] eta: 0:00:11 lr: 0.006541345128205128 clips/s: 438.728 loss: 1.3379 (1.1635) acc1: 50.0000 (61.3423) acc5: 92.8571 (90.5887) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [390/702] eta: 0:00:10 lr: 0.00655559 clips/s: 437.014 loss: 1.1908 (1.1673) acc1: 50.0000 (61.2349) acc5: 92.8571 (90.5005) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [400/702] eta: 0:00:10 lr: 0.006569834871794872 clips/s: 437.568 loss: 1.3609 (1.1688) acc1: 57.1429 (61.1685) acc5: 85.7143 (90.4346) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [410/702] eta: 0:00:10 lr: 0.006584079743589744 clips/s: 434.859 loss: 1.1676 (1.1667) acc1: 64.2857 (61.2965) acc5: 85.7143 (90.3893) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [420/702] eta: 0:00:09 lr: 0.006598324615384616 clips/s: 435.155 loss: 1.1632 (1.1637) acc1: 64.2857 (61.4354) acc5: 92.8571 (90.4988) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [430/702] eta: 0:00:09 lr: 0.006612569487179487 clips/s: 438.568 loss: 1.0035 (1.1593) acc1: 64.2857 (61.5678) acc5: 92.8571 (90.5867) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [440/702] eta: 0:00:09 lr: 0.00662681435897436 clips/s: 439.757 loss: 0.9439 (1.1556) acc1: 64.2857 (61.6780) acc5: 92.8571 (90.6058) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [6] [450/702] eta: 0:00:08 lr: 0.0066410592307692305 clips/s: 440.076 loss: 1.0925 (1.1560) acc1: 64.2857 (61.6091) acc5: 85.7143 (90.5607) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [460/702] eta: 0:00:08 lr: 0.006655304102564103 clips/s: 439.263 loss: 1.0925 (1.1545) acc1: 57.1429 (61.5587) acc5: 92.8571 (90.5795) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [470/702] eta: 0:00:07 lr: 0.0066695489743589745 clips/s: 439.589 loss: 0.9633 (1.1500) acc1: 64.2857 (61.7379) acc5: 92.8571 (90.6885) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [480/702] eta: 0:00:07 lr: 0.006683793846153846 clips/s: 428.750 loss: 0.8471 (1.1491) acc1: 64.2857 (61.7612) acc5: 92.8571 (90.6593) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [490/702] eta: 0:00:07 lr: 0.006698038717948718 clips/s: 434.492 loss: 1.0034 (1.1471) acc1: 64.2857 (61.8417) acc5: 92.8571 (90.7186) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [500/702] eta: 0:00:06 lr: 0.006712283589743589 clips/s: 433.376 loss: 0.9653 (1.1470) acc1: 71.4286 (61.9760) acc5: 92.8571 (90.6900) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [510/702] eta: 0:00:06 lr: 0.006726528461538463 clips/s: 440.225 loss: 1.1189 (1.1481) acc1: 71.4286 (61.9933) acc5: 92.8571 (90.6765) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [520/702] eta: 0:00:06 lr: 0.006740773333333333 clips/s: 440.588 loss: 1.1204 (1.1473) acc1: 57.1429 (62.0099) acc5: 92.8571 (90.6910) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [530/702] eta: 0:00:05 lr: 0.006755018205128205 clips/s: 442.244 loss: 1.1204 (1.1480) acc1: 57.1429 (61.9855) acc5: 92.8571 (90.6376) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [540/702] eta: 0:00:05 lr: 0.0067692630769230775 clips/s: 438.827 loss: 1.3026 (1.1476) acc1: 57.1429 (62.0280) acc5: 85.7143 (90.6258) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [550/702] eta: 0:00:05 lr: 0.006783507948717948 clips/s: 439.230 loss: 1.0304 (1.1437) acc1: 64.2857 (62.1079) acc5: 92.8571 (90.6922) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [560/702] eta: 0:00:04 lr: 0.006797752820512821 clips/s: 436.942 loss: 0.8246 (1.1414) acc1: 64.2857 (62.1849) acc5: 92.8571 (90.6926) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [570/702] eta: 0:00:04 lr: 0.006811997692307693 clips/s: 434.978 loss: 0.9972 (1.1395) acc1: 64.2857 (62.2592) acc5: 92.8571 (90.7180) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [580/702] eta: 0:00:04 lr: 0.006826242564102565 clips/s: 434.897 loss: 0.9972 (1.1369) acc1: 71.4286 (62.3801) acc5: 92.8571 (90.7549) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [590/702] eta: 0:00:03 lr: 0.0068404874358974355 clips/s: 435.636 loss: 1.0614 (1.1377) acc1: 64.2857 (62.3399) acc5: 92.8571 (90.7783) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [600/702] eta: 0:00:03 lr: 0.006854732307692307 clips/s: 440.780 loss: 1.1746 (1.1373) acc1: 57.1429 (62.3604) acc5: 92.8571 (90.8248) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [610/702] eta: 0:00:03 lr: 0.00686897717948718 clips/s: 440.096 loss: 1.1151 (1.1348) acc1: 64.2857 (62.4503) acc5: 92.8571 (90.8581) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [620/702] eta: 0:00:02 lr: 0.006883222051282051 clips/s: 440.562 loss: 1.1163 (1.1376) acc1: 64.2857 (62.3879) acc5: 85.7143 (90.7867) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [6] [630/702] eta: 0:00:02 lr: 0.006897466923076923 clips/s: 440.641 loss: 1.1714 (1.1335) acc1: 57.1429 (62.5198) acc5: 85.7143 (90.8082) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [640/702] eta: 0:00:02 lr: 0.006911711794871795 clips/s: 437.851 loss: 0.9105 (1.1313) acc1: 64.2857 (62.6031) acc5: 92.8571 (90.8736) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [650/702] eta: 0:00:01 lr: 0.006925956666666666 clips/s: 435.759 loss: 0.9105 (1.1281) acc1: 64.2857 (62.7167) acc5: 92.8571 (90.8931) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [660/702] eta: 0:00:01 lr: 0.006940201538461538 clips/s: 435.126 loss: 0.9653 (1.1274) acc1: 64.2857 (62.7512) acc5: 92.8571 (90.8364) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [670/702] eta: 0:00:01 lr: 0.006954446410256411 clips/s: 436.640 loss: 0.9284 (1.1230) acc1: 71.4286 (62.9231) acc5: 92.8571 (90.8772) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [680/702] eta: 0:00:00 lr: 0.0069686912820512825 clips/s: 435.129 loss: 0.9080 (1.1196) acc1: 71.4286 (63.0375) acc5: 100.0000 (90.9482) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [690/702] eta: 0:00:00 lr: 0.006982936153846153 clips/s: 435.091 loss: 0.9080 (1.1174) acc1: 71.4286 (63.1383) acc5: 92.8571 (90.9861) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] [700/702] eta: 0:00:00 lr: 0.0069971810256410265 clips/s: 438.446 loss: 0.9599 (1.1146) acc1: 64.2857 (63.2464) acc5: 92.8571 (91.0230) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [6] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:36 loss: 1.3931 (1.3931) acc1: 64.2857 (64.2857) acc5: 85.7143 (85.7143) time: 1.0133 data: 0.9951 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.4055 (2.7975) acc1: 42.8571 (33.0269) acc5: 92.8571 (68.1754) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 3.0896 (3.1525) acc1: 7.1429 (28.7491) acc5: 64.2857 (64.5345) time: 0.0125 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 1.9726 (3.1550) acc1: 35.7143 (30.8970) acc5: 71.4286 (63.8586) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.7241 (3.0140) acc1: 28.5714 (33.7905) acc5: 85.7143 (65.3367) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.7293 (2.9924) acc1: 28.5714 (34.1317) acc5: 92.8571 (66.3815) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 2.2173 (2.9173) acc1: 14.2857 (34.3594) acc5: 78.5714 (67.7799) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.1602 (2.9306) acc1: 35.7143 (34.6342) acc5: 64.2857 (67.2509) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.0226 (2.9229) acc1: 42.8571 (34.8404) acc5: 71.4286 (67.7992) time: 0.0121 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 34.682 Clip Acc@5 67.696 * Video Acc@1 0.508418 * Class Acc@1 [0.0, 0.0, 0.13333333333333333, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.4, 0.2, 1.0, 1.0, 1.0, 0.8666666666666667, 1.0, 1.0, 0.4666666666666667, 0.0, 0.5333333333333333, 1.0, 0.8] Epoch: [7] [ 0/702] eta: 0:12:25 lr: 0.007000029999999999 clips/s: 312.836 loss: 0.9448 (0.9448) acc1: 71.4286 (71.4286) acc5: 92.8571 (92.8571) time: 1.0624 data: 1.0174 max mem: 1119 Epoch: [7] [ 10/702] eta: 0:01:27 lr: 0.007014274871794872 clips/s: 437.548 loss: 1.1993 (1.3318) acc1: 57.1429 (59.0909) acc5: 92.8571 (88.3117) time: 0.1258 data: 0.0926 max mem: 1119 Epoch: [7] [ 20/702] eta: 0:00:55 lr: 0.007028519743589744 clips/s: 433.840 loss: 1.0823 (1.2120) acc1: 57.1429 (62.5850) acc5: 85.7143 (88.4354) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [ 30/702] eta: 0:00:43 lr: 0.007042764615384616 clips/s: 438.018 loss: 1.0230 (1.1801) acc1: 64.2857 (62.6728) acc5: 92.8571 (89.6313) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [ 40/702] eta: 0:00:37 lr: 0.007057009487179486 clips/s: 435.339 loss: 0.8967 (1.0822) acc1: 71.4286 (65.5052) acc5: 92.8571 (91.2892) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [ 50/702] eta: 0:00:34 lr: 0.00707125435897436 clips/s: 433.421 loss: 0.7354 (1.0208) acc1: 71.4286 (67.3669) acc5: 92.8571 (92.0168) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [7] [ 60/702] eta: 0:00:31 lr: 0.007085499230769231 clips/s: 435.494 loss: 0.7487 (0.9933) acc1: 71.4286 (68.5012) acc5: 92.8571 (91.8033) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [7] [ 70/702] eta: 0:00:29 lr: 0.007099744102564102 clips/s: 441.632 loss: 0.7487 (0.9814) acc1: 71.4286 (68.9135) acc5: 92.8571 (91.8511) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [ 80/702] eta: 0:00:27 lr: 0.0071139889743589745 clips/s: 438.355 loss: 0.8444 (0.9813) acc1: 71.4286 (68.6067) acc5: 92.8571 (92.1517) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [7] [ 90/702] eta: 0:00:26 lr: 0.007128233846153846 clips/s: 440.367 loss: 0.7602 (0.9589) acc1: 71.4286 (69.3093) acc5: 92.8571 (92.3862) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [7] [100/702] eta: 0:00:25 lr: 0.0071424787179487186 clips/s: 439.326 loss: 0.7664 (0.9769) acc1: 71.4286 (68.6704) acc5: 92.8571 (91.9378) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [7] [110/702] eta: 0:00:24 lr: 0.00715672358974359 clips/s: 439.836 loss: 0.8550 (0.9580) acc1: 71.4286 (69.3050) acc5: 92.8571 (92.4067) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [7] [120/702] eta: 0:00:23 lr: 0.007170968461538462 clips/s: 438.656 loss: 0.7067 (0.9547) acc1: 71.4286 (69.1263) acc5: 100.0000 (92.5620) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [7] [130/702] eta: 0:00:22 lr: 0.007185213333333333 clips/s: 435.081 loss: 0.8169 (0.9484) acc1: 64.2857 (69.3566) acc5: 92.8571 (92.4755) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [140/702] eta: 0:00:22 lr: 0.007199458205128205 clips/s: 436.582 loss: 0.8454 (0.9452) acc1: 71.4286 (69.5542) acc5: 92.8571 (92.5532) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [150/702] eta: 0:00:21 lr: 0.007213703076923077 clips/s: 435.704 loss: 0.9188 (0.9587) acc1: 64.2857 (69.0634) acc5: 92.8571 (92.6206) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [160/702] eta: 0:00:20 lr: 0.007227947948717949 clips/s: 437.532 loss: 0.9356 (0.9534) acc1: 64.2857 (69.1216) acc5: 92.8571 (92.7240) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [7] [170/702] eta: 0:00:20 lr: 0.007242192820512821 clips/s: 441.147 loss: 0.9378 (0.9561) acc1: 64.2857 (69.2147) acc5: 92.8571 (92.6065) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [7] [180/702] eta: 0:00:19 lr: 0.007256437692307692 clips/s: 440.278 loss: 1.0523 (0.9683) acc1: 64.2857 (68.5872) acc5: 85.7143 (92.3836) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [190/702] eta: 0:00:19 lr: 0.007270682564102564 clips/s: 437.848 loss: 1.0810 (0.9755) acc1: 57.1429 (68.3620) acc5: 92.8571 (92.2962) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [200/702] eta: 0:00:18 lr: 0.007284927435897436 clips/s: 439.467 loss: 1.0767 (0.9809) acc1: 64.2857 (68.2303) acc5: 92.8571 (92.1464) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [210/702] eta: 0:00:18 lr: 0.007299172307692308 clips/s: 434.203 loss: 0.9526 (0.9745) acc1: 64.2857 (68.3819) acc5: 92.8571 (92.1801) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [220/702] eta: 0:00:17 lr: 0.0073134171794871795 clips/s: 431.900 loss: 0.9045 (0.9724) acc1: 71.4286 (68.3904) acc5: 92.8571 (92.3400) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [230/702] eta: 0:00:17 lr: 0.007327662051282051 clips/s: 437.440 loss: 0.9040 (0.9674) acc1: 64.2857 (68.3673) acc5: 92.8571 (92.4861) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [240/702] eta: 0:00:16 lr: 0.007341906923076923 clips/s: 440.952 loss: 0.8685 (0.9672) acc1: 71.4286 (68.4351) acc5: 92.8571 (92.4718) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [250/702] eta: 0:00:16 lr: 0.007356151794871795 clips/s: 439.109 loss: 0.8674 (0.9632) acc1: 71.4286 (68.4974) acc5: 92.8571 (92.5726) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [260/702] eta: 0:00:15 lr: 0.007370396666666667 clips/s: 439.599 loss: 0.8492 (0.9596) acc1: 71.4286 (68.7192) acc5: 92.8571 (92.6108) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [270/702] eta: 0:00:15 lr: 0.007384641538461539 clips/s: 438.823 loss: 0.8882 (0.9590) acc1: 71.4286 (68.6874) acc5: 92.8571 (92.6726) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [280/702] eta: 0:00:15 lr: 0.00739888641025641 clips/s: 435.062 loss: 0.9552 (0.9613) acc1: 64.2857 (68.6324) acc5: 92.8571 (92.6792) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [290/702] eta: 0:00:14 lr: 0.0074131312820512815 clips/s: 434.981 loss: 0.8625 (0.9601) acc1: 71.4286 (68.7040) acc5: 92.8571 (92.7099) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [300/702] eta: 0:00:14 lr: 0.007427376153846154 clips/s: 436.751 loss: 0.7778 (0.9539) acc1: 71.4286 (68.8657) acc5: 92.8571 (92.8097) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [310/702] eta: 0:00:13 lr: 0.007441621025641026 clips/s: 441.197 loss: 0.9408 (0.9565) acc1: 64.2857 (68.6955) acc5: 92.8571 (92.7882) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [320/702] eta: 0:00:13 lr: 0.007455865897435897 clips/s: 440.390 loss: 0.9378 (0.9542) acc1: 64.2857 (68.6916) acc5: 92.8571 (92.8794) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [330/702] eta: 0:00:13 lr: 0.007470110769230769 clips/s: 439.273 loss: 0.7931 (0.9512) acc1: 71.4286 (68.7959) acc5: 100.0000 (92.9435) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [7] [340/702] eta: 0:00:12 lr: 0.007484355641025642 clips/s: 437.125 loss: 0.7985 (0.9519) acc1: 71.4286 (68.8312) acc5: 92.8571 (92.8571) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [7] [350/702] eta: 0:00:12 lr: 0.007498600512820513 clips/s: 438.204 loss: 0.9886 (0.9537) acc1: 64.2857 (68.7424) acc5: 92.8571 (92.8368) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [360/702] eta: 0:00:11 lr: 0.0075128453846153844 clips/s: 434.418 loss: 0.9181 (0.9502) acc1: 71.4286 (68.8168) acc5: 92.8571 (92.9165) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [370/702] eta: 0:00:11 lr: 0.007527090256410257 clips/s: 435.814 loss: 0.8365 (0.9499) acc1: 71.4286 (68.8102) acc5: 92.8571 (92.9149) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [380/702] eta: 0:00:11 lr: 0.007541335128205128 clips/s: 441.075 loss: 1.0662 (0.9607) acc1: 64.2857 (68.4664) acc5: 92.8571 (92.8384) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [390/702] eta: 0:00:10 lr: 0.00755558 clips/s: 439.819 loss: 1.1226 (0.9627) acc1: 64.2857 (68.3778) acc5: 92.8571 (92.7293) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [400/702] eta: 0:00:10 lr: 0.007569824871794873 clips/s: 439.780 loss: 0.9826 (0.9635) acc1: 64.2857 (68.2936) acc5: 92.8571 (92.7146) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [410/702] eta: 0:00:10 lr: 0.007584069743589744 clips/s: 438.332 loss: 1.1036 (0.9685) acc1: 64.2857 (68.2134) acc5: 92.8571 (92.7181) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [420/702] eta: 0:00:09 lr: 0.007598314615384615 clips/s: 435.911 loss: 0.8824 (0.9650) acc1: 71.4286 (68.3407) acc5: 92.8571 (92.7893) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [430/702] eta: 0:00:09 lr: 0.0076125594871794865 clips/s: 436.050 loss: 0.7745 (0.9637) acc1: 71.4286 (68.3958) acc5: 100.0000 (92.8406) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [440/702] eta: 0:00:09 lr: 0.00762680435897436 clips/s: 434.620 loss: 0.9812 (0.9689) acc1: 64.2857 (68.1568) acc5: 92.8571 (92.7276) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [450/702] eta: 0:00:08 lr: 0.0076410492307692306 clips/s: 439.480 loss: 0.9895 (0.9684) acc1: 64.2857 (68.1501) acc5: 92.8571 (92.8096) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [460/702] eta: 0:00:08 lr: 0.007655294102564102 clips/s: 440.912 loss: 0.8987 (0.9699) acc1: 64.2857 (68.0043) acc5: 100.0000 (92.8262) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [470/702] eta: 0:00:07 lr: 0.007669538974358975 clips/s: 440.810 loss: 1.0465 (0.9729) acc1: 64.2857 (67.8951) acc5: 92.8571 (92.8420) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [480/702] eta: 0:00:07 lr: 0.007683783846153847 clips/s: 438.768 loss: 1.0524 (0.9708) acc1: 64.2857 (67.8943) acc5: 92.8571 (92.8571) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [490/702] eta: 0:00:07 lr: 0.007698028717948718 clips/s: 437.102 loss: 1.0447 (0.9726) acc1: 64.2857 (67.8062) acc5: 92.8571 (92.8426) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [500/702] eta: 0:00:06 lr: 0.00771227358974359 clips/s: 434.801 loss: 0.9419 (0.9720) acc1: 57.1429 (67.7502) acc5: 92.8571 (92.9142) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [510/702] eta: 0:00:06 lr: 0.007726518461538462 clips/s: 435.029 loss: 0.8517 (0.9717) acc1: 64.2857 (67.7523) acc5: 100.0000 (92.9131) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [520/702] eta: 0:00:06 lr: 0.007740763333333333 clips/s: 435.220 loss: 1.0379 (0.9811) acc1: 64.2857 (67.6035) acc5: 92.8571 (92.8023) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [530/702] eta: 0:00:05 lr: 0.007755008205128206 clips/s: 439.243 loss: 1.1611 (0.9841) acc1: 64.2857 (67.5276) acc5: 92.8571 (92.8168) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [540/702] eta: 0:00:05 lr: 0.0077692530769230776 clips/s: 441.191 loss: 1.0963 (0.9862) acc1: 64.2857 (67.4544) acc5: 92.8571 (92.8439) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [7] [550/702] eta: 0:00:05 lr: 0.007783497948717949 clips/s: 440.572 loss: 1.0085 (0.9875) acc1: 64.2857 (67.4229) acc5: 92.8571 (92.8701) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [560/702] eta: 0:00:04 lr: 0.007797742820512821 clips/s: 439.050 loss: 0.9612 (0.9890) acc1: 64.2857 (67.3542) acc5: 92.8571 (92.8189) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [7] [570/702] eta: 0:00:04 lr: 0.007811987692307692 clips/s: 434.392 loss: 0.9533 (0.9899) acc1: 64.2857 (67.2755) acc5: 92.8571 (92.8196) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [7] [580/702] eta: 0:00:04 lr: 0.007826232564102564 clips/s: 434.183 loss: 1.0304 (0.9905) acc1: 64.2857 (67.2732) acc5: 92.8571 (92.8326) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [590/702] eta: 0:00:03 lr: 0.007840477435897435 clips/s: 435.584 loss: 1.0382 (0.9918) acc1: 64.2857 (67.2468) acc5: 92.8571 (92.8330) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [600/702] eta: 0:00:03 lr: 0.007854722307692307 clips/s: 437.740 loss: 1.0135 (0.9926) acc1: 64.2857 (67.2332) acc5: 92.8571 (92.8571) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [610/702] eta: 0:00:03 lr: 0.00786896717948718 clips/s: 440.671 loss: 0.9170 (0.9914) acc1: 71.4286 (67.2434) acc5: 92.8571 (92.9156) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [620/702] eta: 0:00:02 lr: 0.007883212051282052 clips/s: 437.917 loss: 0.9170 (0.9910) acc1: 64.2857 (67.2763) acc5: 92.8571 (92.9492) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [630/702] eta: 0:00:02 lr: 0.007897456923076923 clips/s: 439.217 loss: 0.9533 (0.9907) acc1: 71.4286 (67.2628) acc5: 92.8571 (92.9590) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [640/702] eta: 0:00:02 lr: 0.007911701794871795 clips/s: 438.974 loss: 0.9533 (0.9932) acc1: 71.4286 (67.2387) acc5: 92.8571 (92.9574) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [650/702] eta: 0:00:01 lr: 0.007925946666666666 clips/s: 435.374 loss: 1.1872 (0.9949) acc1: 64.2857 (67.1824) acc5: 92.8571 (92.9669) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [660/702] eta: 0:00:01 lr: 0.007940191538461538 clips/s: 435.681 loss: 0.9658 (0.9945) acc1: 64.2857 (67.1818) acc5: 100.0000 (93.0300) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [670/702] eta: 0:00:01 lr: 0.007954436410256411 clips/s: 438.574 loss: 0.8898 (0.9976) acc1: 64.2857 (67.1599) acc5: 100.0000 (92.9849) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [680/702] eta: 0:00:00 lr: 0.007968681282051282 clips/s: 439.381 loss: 1.1692 (0.9999) acc1: 64.2857 (67.0967) acc5: 92.8571 (92.9515) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [7] [690/702] eta: 0:00:00 lr: 0.007982926153846156 clips/s: 441.516 loss: 1.1692 (1.0022) acc1: 64.2857 (67.0560) acc5: 92.8571 (92.9502) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [7] [700/702] eta: 0:00:00 lr: 0.007997171025641025 clips/s: 440.047 loss: 1.1104 (1.0018) acc1: 64.2857 (67.0369) acc5: 92.8571 (92.9794) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [7] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:56 loss: 2.4334 (2.4334) acc1: 50.0000 (50.0000) acc5: 71.4286 (71.4286) time: 1.0378 data: 1.0203 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.2883 (2.4347) acc1: 42.8571 (45.0495) acc5: 100.0000 (74.1867) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.1098 (2.7519) acc1: 28.5714 (40.3696) acc5: 78.5714 (71.6418) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 1.8570 (2.8585) acc1: 28.5714 (38.4670) acc5: 71.4286 (69.5301) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.6527 (2.7475) acc1: 35.7143 (40.4703) acc5: 100.0000 (71.4642) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.1983 (2.8095) acc1: 35.7143 (39.6065) acc5: 100.0000 (72.2412) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.8670 (2.7036) acc1: 35.7143 (40.5277) acc5: 78.5714 (73.6511) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.3346 (2.6575) acc1: 35.7143 (41.1351) acc5: 85.7143 (74.3530) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.6894 (2.6354) acc1: 50.0000 (41.4036) acc5: 85.7143 (74.7904) time: 0.0123 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 41.354 Clip Acc@5 74.705 * Video Acc@1 0.666667 * Class Acc@1 [0.2, 0.0, 0.0, 0.13333333333333333, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.8, 0.9333333333333333, 1.0, 1.0, 0.9333333333333333, 0.9333333333333333, 1.0, 0.6, 0.8666666666666667, 0.4666666666666667, 1.0, 1.0, 1.0] Epoch: [8] [ 0/702] eta: 0:12:28 lr: 0.00800002 clips/s: 344.560 loss: 1.5580 (1.5580) acc1: 50.0000 (50.0000) acc5: 92.8571 (92.8571) time: 1.0656 data: 1.0247 max mem: 1119 Epoch: [8] [ 10/702] eta: 0:01:27 lr: 0.008014264871794873 clips/s: 435.365 loss: 1.1129 (1.2092) acc1: 57.1429 (58.4416) acc5: 92.8571 (92.2078) time: 0.1261 data: 0.0932 max mem: 1119 Epoch: [8] [ 20/702] eta: 0:00:55 lr: 0.008028509743589743 clips/s: 438.751 loss: 1.1465 (1.1675) acc1: 64.2857 (62.2449) acc5: 92.8571 (91.8367) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [ 30/702] eta: 0:00:43 lr: 0.008042754615384616 clips/s: 440.545 loss: 0.9028 (1.1043) acc1: 64.2857 (63.5945) acc5: 92.8571 (91.9355) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [ 40/702] eta: 0:00:37 lr: 0.008056999487179486 clips/s: 438.790 loss: 0.8220 (1.0528) acc1: 71.4286 (64.8084) acc5: 92.8571 (92.5087) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [ 50/702] eta: 0:00:34 lr: 0.008071244358974359 clips/s: 440.641 loss: 0.7896 (1.0101) acc1: 71.4286 (66.5266) acc5: 92.8571 (92.7171) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [ 60/702] eta: 0:00:31 lr: 0.008085489230769231 clips/s: 440.324 loss: 0.6813 (0.9874) acc1: 71.4286 (66.9789) acc5: 92.8571 (93.3255) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [ 70/702] eta: 0:00:29 lr: 0.008099734102564104 clips/s: 438.214 loss: 0.6881 (0.9656) acc1: 71.4286 (67.6056) acc5: 92.8571 (93.4608) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [ 80/702] eta: 0:00:27 lr: 0.008113978974358975 clips/s: 437.714 loss: 0.7434 (0.9590) acc1: 71.4286 (67.5485) acc5: 92.8571 (93.5626) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [ 90/702] eta: 0:00:26 lr: 0.008128223846153845 clips/s: 435.107 loss: 0.8035 (0.9636) acc1: 64.2857 (67.4254) acc5: 92.8571 (93.4851) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [100/702] eta: 0:00:25 lr: 0.00814246871794872 clips/s: 434.955 loss: 0.9452 (0.9699) acc1: 64.2857 (67.7511) acc5: 92.8571 (93.2815) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [110/702] eta: 0:00:24 lr: 0.00815671358974359 clips/s: 435.181 loss: 1.0261 (0.9899) acc1: 64.2857 (66.9884) acc5: 92.8571 (92.9215) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [120/702] eta: 0:00:23 lr: 0.008170958461538461 clips/s: 434.235 loss: 1.1305 (1.0040) acc1: 64.2857 (66.5880) acc5: 92.8571 (92.6800) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [130/702] eta: 0:00:22 lr: 0.008185203333333333 clips/s: 420.304 loss: 0.9973 (1.0040) acc1: 64.2857 (66.4667) acc5: 92.8571 (92.8026) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [140/702] eta: 0:00:22 lr: 0.008199448205128206 clips/s: 439.227 loss: 1.0976 (1.0235) acc1: 64.2857 (66.0588) acc5: 92.8571 (92.6545) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [8] [150/702] eta: 0:00:21 lr: 0.008213693076923077 clips/s: 436.510 loss: 0.9447 (1.0084) acc1: 64.2857 (66.3198) acc5: 92.8571 (92.9044) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [8] [160/702] eta: 0:00:20 lr: 0.008227937948717949 clips/s: 437.164 loss: 0.7966 (0.9966) acc1: 71.4286 (66.9033) acc5: 92.8571 (92.8571) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [170/702] eta: 0:00:20 lr: 0.008242182820512822 clips/s: 436.180 loss: 0.9245 (0.9964) acc1: 71.4286 (66.9591) acc5: 92.8571 (92.9825) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [180/702] eta: 0:00:19 lr: 0.008256427692307692 clips/s: 433.401 loss: 0.9258 (0.9909) acc1: 64.2857 (67.2060) acc5: 92.8571 (93.1334) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [190/702] eta: 0:00:19 lr: 0.008270672564102563 clips/s: 435.778 loss: 0.9296 (0.9979) acc1: 64.2857 (66.8661) acc5: 92.8571 (93.0067) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [200/702] eta: 0:00:18 lr: 0.008284917435897437 clips/s: 442.104 loss: 1.0561 (1.0088) acc1: 57.1429 (66.6667) acc5: 92.8571 (92.8927) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [210/702] eta: 0:00:18 lr: 0.008299162307692308 clips/s: 440.367 loss: 0.8924 (1.0001) acc1: 64.2857 (66.8585) acc5: 92.8571 (92.9926) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [220/702] eta: 0:00:17 lr: 0.008313407179487179 clips/s: 440.099 loss: 0.7617 (0.9858) acc1: 71.4286 (67.3239) acc5: 92.8571 (93.1157) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [230/702] eta: 0:00:17 lr: 0.008327652051282051 clips/s: 439.599 loss: 0.7645 (0.9857) acc1: 71.4286 (67.4706) acc5: 92.8571 (93.0736) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [240/702] eta: 0:00:16 lr: 0.008341896923076924 clips/s: 439.358 loss: 1.0882 (0.9915) acc1: 64.2857 (67.4274) acc5: 92.8571 (93.0942) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [250/702] eta: 0:00:16 lr: 0.008356141794871794 clips/s: 438.545 loss: 1.1796 (0.9984) acc1: 64.2857 (67.1599) acc5: 92.8571 (93.0563) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [260/702] eta: 0:00:15 lr: 0.008370386666666667 clips/s: 436.468 loss: 0.9020 (0.9969) acc1: 71.4286 (67.1866) acc5: 92.8571 (93.1308) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [270/702] eta: 0:00:15 lr: 0.00838463153846154 clips/s: 437.457 loss: 0.8905 (0.9930) acc1: 64.2857 (67.2905) acc5: 100.0000 (93.1998) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [280/702] eta: 0:00:15 lr: 0.00839887641025641 clips/s: 434.463 loss: 1.0646 (1.0010) acc1: 57.1429 (67.0056) acc5: 92.8571 (93.0859) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [290/702] eta: 0:00:14 lr: 0.00841312128205128 clips/s: 439.724 loss: 1.2440 (1.0097) acc1: 57.1429 (66.6912) acc5: 92.8571 (92.8571) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [300/702] eta: 0:00:14 lr: 0.008427366153846155 clips/s: 441.695 loss: 1.2614 (1.0239) acc1: 57.1429 (66.4452) acc5: 85.7143 (92.4063) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [310/702] eta: 0:00:13 lr: 0.008441611025641026 clips/s: 440.743 loss: 1.1839 (1.0254) acc1: 57.1429 (66.3757) acc5: 85.7143 (92.3519) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [320/702] eta: 0:00:13 lr: 0.008455855897435896 clips/s: 439.622 loss: 1.0320 (1.0257) acc1: 64.2857 (66.3106) acc5: 92.8571 (92.3453) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [330/702] eta: 0:00:13 lr: 0.008470100769230769 clips/s: 440.360 loss: 0.9391 (1.0270) acc1: 64.2857 (66.2926) acc5: 92.8571 (92.2961) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [340/702] eta: 0:00:12 lr: 0.008484345641025641 clips/s: 439.148 loss: 0.8715 (1.0226) acc1: 64.2857 (66.4432) acc5: 92.8571 (92.3754) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [350/702] eta: 0:00:12 lr: 0.008498590512820514 clips/s: 436.543 loss: 0.8717 (1.0234) acc1: 64.2857 (66.4835) acc5: 92.8571 (92.3484) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [360/702] eta: 0:00:11 lr: 0.008512835384615385 clips/s: 435.132 loss: 0.9727 (1.0275) acc1: 64.2857 (66.3633) acc5: 92.8571 (92.2438) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [370/702] eta: 0:00:11 lr: 0.008527080256410257 clips/s: 434.733 loss: 1.0893 (1.0272) acc1: 64.2857 (66.4035) acc5: 92.8571 (92.3373) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [380/702] eta: 0:00:11 lr: 0.008541325128205128 clips/s: 431.557 loss: 1.0893 (1.0275) acc1: 64.2857 (66.4417) acc5: 92.8571 (92.2572) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [390/702] eta: 0:00:10 lr: 0.00855557 clips/s: 437.740 loss: 0.9903 (1.0260) acc1: 64.2857 (66.4779) acc5: 92.8571 (92.3091) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [400/702] eta: 0:00:10 lr: 0.008569814871794873 clips/s: 440.581 loss: 1.0064 (1.0282) acc1: 64.2857 (66.3876) acc5: 92.8571 (92.3406) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [410/702] eta: 0:00:10 lr: 0.008584059743589743 clips/s: 440.241 loss: 1.0987 (1.0294) acc1: 64.2857 (66.2322) acc5: 92.8571 (92.3531) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [420/702] eta: 0:00:09 lr: 0.008598304615384616 clips/s: 434.559 loss: 0.9687 (1.0269) acc1: 64.2857 (66.3726) acc5: 92.8571 (92.3142) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [430/702] eta: 0:00:09 lr: 0.008612549487179487 clips/s: 440.502 loss: 0.8419 (1.0236) acc1: 71.4286 (66.4236) acc5: 92.8571 (92.3600) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [440/702] eta: 0:00:09 lr: 0.008626794358974359 clips/s: 436.978 loss: 0.9647 (1.0254) acc1: 71.4286 (66.4723) acc5: 92.8571 (92.3226) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [450/702] eta: 0:00:08 lr: 0.008641039230769232 clips/s: 437.196 loss: 1.0109 (1.0230) acc1: 64.2857 (66.4713) acc5: 92.8571 (92.3503) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [460/702] eta: 0:00:08 lr: 0.008655284102564102 clips/s: 433.988 loss: 0.9355 (1.0221) acc1: 64.2857 (66.4704) acc5: 92.8571 (92.3458) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [470/702] eta: 0:00:07 lr: 0.008669528974358975 clips/s: 434.550 loss: 1.1723 (1.0254) acc1: 64.2857 (66.3179) acc5: 92.8571 (92.3719) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [480/702] eta: 0:00:07 lr: 0.008683773846153845 clips/s: 435.391 loss: 1.1723 (1.0272) acc1: 57.1429 (66.2014) acc5: 92.8571 (92.4116) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [490/702] eta: 0:00:07 lr: 0.00869801871794872 clips/s: 438.280 loss: 1.0597 (1.0246) acc1: 64.2857 (66.2642) acc5: 92.8571 (92.4935) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [500/702] eta: 0:00:06 lr: 0.00871226358974359 clips/s: 434.923 loss: 0.9989 (1.0269) acc1: 64.2857 (66.2247) acc5: 92.8571 (92.5150) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [510/702] eta: 0:00:06 lr: 0.008726508461538461 clips/s: 439.260 loss: 0.9989 (1.0265) acc1: 64.2857 (66.2566) acc5: 92.8571 (92.4658) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [520/702] eta: 0:00:06 lr: 0.008740753333333335 clips/s: 439.582 loss: 1.0630 (1.0268) acc1: 64.2857 (66.2462) acc5: 92.8571 (92.4321) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [530/702] eta: 0:00:05 lr: 0.008754998205128204 clips/s: 440.357 loss: 0.9156 (1.0257) acc1: 64.2857 (66.3169) acc5: 92.8571 (92.4670) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [540/702] eta: 0:00:05 lr: 0.008769243076923077 clips/s: 436.819 loss: 0.9156 (1.0276) acc1: 64.2857 (66.2662) acc5: 92.8571 (92.4610) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [550/702] eta: 0:00:05 lr: 0.00878348794871795 clips/s: 436.562 loss: 1.0451 (1.0256) acc1: 64.2857 (66.3599) acc5: 92.8571 (92.4423) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [560/702] eta: 0:00:04 lr: 0.00879773282051282 clips/s: 437.757 loss: 0.9241 (1.0231) acc1: 71.4286 (66.4375) acc5: 92.8571 (92.4624) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [570/702] eta: 0:00:04 lr: 0.008811977692307692 clips/s: 432.565 loss: 0.6341 (1.0158) acc1: 71.4286 (66.6250) acc5: 100.0000 (92.5694) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [580/702] eta: 0:00:04 lr: 0.008826222564102563 clips/s: 433.539 loss: 0.7509 (1.0162) acc1: 71.4286 (66.6216) acc5: 100.0000 (92.6113) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [8] [590/702] eta: 0:00:03 lr: 0.008840467435897437 clips/s: 439.155 loss: 0.9650 (1.0146) acc1: 64.2857 (66.6908) acc5: 100.0000 (92.6033) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [600/702] eta: 0:00:03 lr: 0.008854712307692308 clips/s: 440.060 loss: 0.9186 (1.0113) acc1: 64.2857 (66.7934) acc5: 92.8571 (92.6313) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [610/702] eta: 0:00:03 lr: 0.008868957179487179 clips/s: 439.743 loss: 0.7627 (1.0086) acc1: 71.4286 (66.8927) acc5: 92.8571 (92.6350) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [620/702] eta: 0:00:02 lr: 0.008883202051282053 clips/s: 440.873 loss: 0.7829 (1.0079) acc1: 71.4286 (66.9427) acc5: 92.8571 (92.6616) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [630/702] eta: 0:00:02 lr: 0.008897446923076922 clips/s: 439.559 loss: 0.9824 (1.0096) acc1: 64.2857 (66.8553) acc5: 92.8571 (92.6873) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [640/702] eta: 0:00:02 lr: 0.008911691794871794 clips/s: 439.510 loss: 0.9832 (1.0102) acc1: 64.2857 (66.7818) acc5: 92.8571 (92.7011) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [650/702] eta: 0:00:01 lr: 0.008925936666666667 clips/s: 437.551 loss: 1.0456 (1.0130) acc1: 64.2857 (66.7435) acc5: 92.8571 (92.6267) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [660/702] eta: 0:00:01 lr: 0.00894018153846154 clips/s: 433.462 loss: 0.9979 (1.0098) acc1: 64.2857 (66.8684) acc5: 92.8571 (92.6626) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [670/702] eta: 0:00:01 lr: 0.00895442641025641 clips/s: 434.813 loss: 0.7959 (1.0097) acc1: 64.2857 (66.8192) acc5: 92.8571 (92.6442) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [680/702] eta: 0:00:00 lr: 0.008968671282051281 clips/s: 434.904 loss: 1.0233 (1.0111) acc1: 64.2857 (66.7925) acc5: 92.8571 (92.6579) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [690/702] eta: 0:00:00 lr: 0.008982916153846155 clips/s: 435.752 loss: 0.9011 (1.0073) acc1: 71.4286 (66.9320) acc5: 92.8571 (92.7228) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [8] [700/702] eta: 0:00:00 lr: 0.008997161025641026 clips/s: 435.291 loss: 0.7007 (1.0037) acc1: 71.4286 (67.0369) acc5: 100.0000 (92.7451) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [8] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:34 loss: 0.5660 (0.5660) acc1: 85.7143 (85.7143) acc5: 100.0000 (100.0000) time: 1.0102 data: 0.9945 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.6729 (2.7160) acc1: 28.5714 (44.1301) acc5: 92.8571 (75.6719) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.9538 (3.0520) acc1: 28.5714 (39.5878) acc5: 85.7143 (71.9972) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.5062 (3.0310) acc1: 21.4286 (38.7518) acc5: 78.5714 (72.2354) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.8293 (2.8672) acc1: 64.2857 (40.2743) acc5: 100.0000 (74.4923) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.0579 (2.8792) acc1: 28.5714 (39.3641) acc5: 78.5714 (74.1232) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.1450 (2.8540) acc1: 50.0000 (40.1236) acc5: 100.0000 (74.6850) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.4817 (2.8296) acc1: 42.8571 (40.4015) acc5: 64.2857 (74.5771) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.3598 (2.7665) acc1: 57.1429 (41.3144) acc5: 92.8571 (75.2452) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 41.318 Clip Acc@5 75.202 * Video Acc@1 0.626263 * Class Acc@1 [0.13333333333333333, 0.26666666666666666, 0.0, 0.13333333333333333, 0.2857142857142857, 0.21428571428571427, 0.7857142857142857, 1.0, 0.2, 1.0, 1.0, 0.6666666666666666, 0.8, 1.0, 0.6666666666666666, 1.0, 0.5333333333333333, 0.8666666666666667, 1.0, 0.9333333333333333] Epoch: [9] [ 0/702] eta: 0:12:26 lr: 0.009000010000000001 clips/s: 345.669 loss: 0.8393 (0.8393) acc1: 78.5714 (78.5714) acc5: 85.7143 (85.7143) time: 1.0639 data: 1.0232 max mem: 1119 Epoch: [9] [ 10/702] eta: 0:01:27 lr: 0.009014254871794872 clips/s: 435.772 loss: 0.8393 (0.8464) acc1: 78.5714 (73.3766) acc5: 92.8571 (95.4545) time: 0.1259 data: 0.0931 max mem: 1119 Epoch: [9] [ 20/702] eta: 0:00:55 lr: 0.009028499743589742 clips/s: 439.309 loss: 0.8552 (0.8823) acc1: 71.4286 (73.1293) acc5: 92.8571 (94.8980) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [ 30/702] eta: 0:00:43 lr: 0.009042744615384617 clips/s: 436.316 loss: 0.9410 (0.9020) acc1: 71.4286 (72.3502) acc5: 92.8571 (94.9309) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [ 40/702] eta: 0:00:37 lr: 0.009056989487179487 clips/s: 423.952 loss: 0.7913 (0.8658) acc1: 71.4286 (72.9965) acc5: 100.0000 (94.7735) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [9] [ 50/702] eta: 0:00:34 lr: 0.009071234358974358 clips/s: 438.041 loss: 0.8222 (0.8683) acc1: 71.4286 (72.9692) acc5: 100.0000 (94.8179) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [9] [ 60/702] eta: 0:00:31 lr: 0.00908547923076923 clips/s: 441.008 loss: 0.7909 (0.8428) acc1: 71.4286 (73.4192) acc5: 92.8571 (95.0820) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [ 70/702] eta: 0:00:29 lr: 0.009099724102564103 clips/s: 439.158 loss: 0.6861 (0.8352) acc1: 78.5714 (73.3400) acc5: 92.8571 (95.1710) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [ 80/702] eta: 0:00:27 lr: 0.009113968974358974 clips/s: 440.919 loss: 0.6960 (0.8294) acc1: 78.5714 (73.6332) acc5: 92.8571 (95.1499) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [ 90/702] eta: 0:00:26 lr: 0.009128213846153846 clips/s: 438.561 loss: 0.6960 (0.8283) acc1: 78.5714 (73.3909) acc5: 92.8571 (95.2119) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [100/702] eta: 0:00:25 lr: 0.009142458717948719 clips/s: 437.053 loss: 0.6228 (0.8342) acc1: 71.4286 (73.1966) acc5: 100.0000 (95.1909) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [110/702] eta: 0:00:24 lr: 0.00915670358974359 clips/s: 435.620 loss: 0.8021 (0.8428) acc1: 71.4286 (73.4234) acc5: 92.8571 (95.0450) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [120/702] eta: 0:00:23 lr: 0.00917094846153846 clips/s: 434.456 loss: 0.8423 (0.8608) acc1: 71.4286 (73.0224) acc5: 92.8571 (94.7462) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [130/702] eta: 0:00:22 lr: 0.009185193333333334 clips/s: 435.423 loss: 0.8476 (0.8605) acc1: 64.2857 (72.6827) acc5: 92.8571 (94.7110) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [140/702] eta: 0:00:22 lr: 0.009199438205128205 clips/s: 438.958 loss: 0.6889 (0.8459) acc1: 71.4286 (73.2016) acc5: 92.8571 (94.7822) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [150/702] eta: 0:00:21 lr: 0.009213683076923076 clips/s: 439.414 loss: 0.6413 (0.8479) acc1: 78.5714 (73.0369) acc5: 100.0000 (94.7966) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [160/702] eta: 0:00:20 lr: 0.009227927948717948 clips/s: 441.988 loss: 0.7780 (0.8533) acc1: 71.4286 (72.6264) acc5: 92.8571 (94.7205) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [170/702] eta: 0:00:20 lr: 0.00924217282051282 clips/s: 440.278 loss: 0.8194 (0.8516) acc1: 71.4286 (72.4728) acc5: 92.8571 (94.7368) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [180/702] eta: 0:00:19 lr: 0.009256417692307693 clips/s: 439.902 loss: 0.8553 (0.8518) acc1: 71.4286 (72.4941) acc5: 92.8571 (94.7514) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [190/702] eta: 0:00:19 lr: 0.009270662564102564 clips/s: 438.090 loss: 0.9001 (0.8601) acc1: 71.4286 (72.4757) acc5: 92.8571 (94.8018) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [200/702] eta: 0:00:18 lr: 0.009284907435897436 clips/s: 438.309 loss: 1.0192 (0.8733) acc1: 71.4286 (72.2104) acc5: 92.8571 (94.8117) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [210/702] eta: 0:00:18 lr: 0.009299152307692307 clips/s: 435.091 loss: 1.1144 (0.8911) acc1: 64.2857 (71.7332) acc5: 92.8571 (94.4821) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [220/702] eta: 0:00:17 lr: 0.00931339717948718 clips/s: 435.116 loss: 1.0867 (0.8915) acc1: 64.2857 (71.5255) acc5: 92.8571 (94.4732) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [230/702] eta: 0:00:17 lr: 0.009327642051282052 clips/s: 435.697 loss: 0.8024 (0.8895) acc1: 71.4286 (71.6759) acc5: 92.8571 (94.4960) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [240/702] eta: 0:00:16 lr: 0.009341886923076923 clips/s: 439.707 loss: 0.8053 (0.8898) acc1: 71.4286 (71.5471) acc5: 92.8571 (94.4280) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [250/702] eta: 0:00:16 lr: 0.009356131794871795 clips/s: 439.908 loss: 0.6803 (0.8817) acc1: 71.4286 (71.5993) acc5: 92.8571 (94.5361) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [260/702] eta: 0:00:15 lr: 0.009370376666666666 clips/s: 438.545 loss: 0.6050 (0.8774) acc1: 71.4286 (71.6749) acc5: 100.0000 (94.6086) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [270/702] eta: 0:00:15 lr: 0.009384621538461538 clips/s: 438.971 loss: 0.9333 (0.8909) acc1: 64.2857 (71.3495) acc5: 92.8571 (94.5177) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [280/702] eta: 0:00:15 lr: 0.009398866410256411 clips/s: 436.718 loss: 0.9899 (0.8925) acc1: 64.2857 (71.1998) acc5: 92.8571 (94.5348) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [290/702] eta: 0:00:14 lr: 0.009413111282051282 clips/s: 434.135 loss: 0.8556 (0.8897) acc1: 64.2857 (71.2813) acc5: 92.8571 (94.5754) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [300/702] eta: 0:00:14 lr: 0.009427356153846154 clips/s: 433.629 loss: 0.7415 (0.8861) acc1: 71.4286 (71.2862) acc5: 100.0000 (94.6132) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [310/702] eta: 0:00:13 lr: 0.009441601025641025 clips/s: 435.142 loss: 0.6930 (0.8794) acc1: 71.4286 (71.4745) acc5: 100.0000 (94.7175) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [320/702] eta: 0:00:13 lr: 0.009455845897435899 clips/s: 438.548 loss: 0.7628 (0.8873) acc1: 71.4286 (71.3396) acc5: 100.0000 (94.6595) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [330/702] eta: 0:00:13 lr: 0.00947009076923077 clips/s: 440.949 loss: 0.8449 (0.8885) acc1: 71.4286 (71.2775) acc5: 92.8571 (94.5835) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [340/702] eta: 0:00:12 lr: 0.00948433564102564 clips/s: 439.776 loss: 0.9089 (0.8942) acc1: 64.2857 (71.0515) acc5: 92.8571 (94.5957) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [350/702] eta: 0:00:12 lr: 0.009498580512820513 clips/s: 440.334 loss: 0.9089 (0.8968) acc1: 64.2857 (71.0216) acc5: 92.8571 (94.4851) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [360/702] eta: 0:00:11 lr: 0.009512825384615384 clips/s: 438.817 loss: 0.8243 (0.8946) acc1: 71.4286 (71.1516) acc5: 92.8571 (94.4598) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [370/702] eta: 0:00:11 lr: 0.009527070256410256 clips/s: 436.377 loss: 0.9496 (0.8976) acc1: 71.4286 (71.0243) acc5: 92.8571 (94.4936) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [380/702] eta: 0:00:11 lr: 0.009541315128205129 clips/s: 435.103 loss: 0.9496 (0.8973) acc1: 71.4286 (71.0536) acc5: 100.0000 (94.5257) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [390/702] eta: 0:00:10 lr: 0.009555560000000001 clips/s: 432.345 loss: 0.8641 (0.8978) acc1: 71.4286 (71.0997) acc5: 92.8571 (94.4830) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [400/702] eta: 0:00:10 lr: 0.009569804871794872 clips/s: 436.874 loss: 0.9811 (0.9034) acc1: 64.2857 (71.0189) acc5: 92.8571 (94.4425) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [9] [410/702] eta: 0:00:10 lr: 0.009584049743589743 clips/s: 440.618 loss: 1.0847 (0.9068) acc1: 64.2857 (70.9420) acc5: 92.8571 (94.3865) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [420/702] eta: 0:00:09 lr: 0.009598294615384617 clips/s: 438.558 loss: 0.9967 (0.9105) acc1: 64.2857 (70.8347) acc5: 92.8571 (94.3332) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [430/702] eta: 0:00:09 lr: 0.009612539487179488 clips/s: 440.218 loss: 0.9967 (0.9144) acc1: 64.2857 (70.6497) acc5: 92.8571 (94.2990) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [440/702] eta: 0:00:09 lr: 0.009626784358974358 clips/s: 437.362 loss: 0.9329 (0.9172) acc1: 64.2857 (70.6025) acc5: 92.8571 (94.2663) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [450/702] eta: 0:00:08 lr: 0.00964102923076923 clips/s: 430.362 loss: 0.8390 (0.9137) acc1: 71.4286 (70.6208) acc5: 92.8571 (94.2984) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [460/702] eta: 0:00:08 lr: 0.009655274102564103 clips/s: 434.562 loss: 0.7038 (0.9100) acc1: 71.4286 (70.7623) acc5: 100.0000 (94.3756) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [470/702] eta: 0:00:07 lr: 0.009669518974358974 clips/s: 435.504 loss: 0.7805 (0.9078) acc1: 71.4286 (70.7916) acc5: 100.0000 (94.3433) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [480/702] eta: 0:00:07 lr: 0.009683763846153846 clips/s: 438.178 loss: 0.7701 (0.9047) acc1: 71.4286 (70.9237) acc5: 100.0000 (94.4312) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [490/702] eta: 0:00:07 lr: 0.009698008717948719 clips/s: 437.633 loss: 0.6013 (0.9021) acc1: 78.5714 (70.9630) acc5: 100.0000 (94.4865) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [500/702] eta: 0:00:06 lr: 0.00971225358974359 clips/s: 440.853 loss: 0.7975 (0.9028) acc1: 71.4286 (70.9866) acc5: 92.8571 (94.4682) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [510/702] eta: 0:00:06 lr: 0.00972649846153846 clips/s: 439.056 loss: 0.9089 (0.9051) acc1: 71.4286 (70.9393) acc5: 92.8571 (94.4087) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [520/702] eta: 0:00:06 lr: 0.009740743333333335 clips/s: 439.757 loss: 0.8715 (0.9050) acc1: 71.4286 (70.8939) acc5: 92.8571 (94.3789) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [530/702] eta: 0:00:05 lr: 0.009754988205128205 clips/s: 437.261 loss: 1.0168 (0.9075) acc1: 64.2857 (70.8098) acc5: 92.8571 (94.3772) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [540/702] eta: 0:00:05 lr: 0.009769233076923076 clips/s: 434.553 loss: 0.9799 (0.9079) acc1: 64.2857 (70.7948) acc5: 92.8571 (94.4019) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [550/702] eta: 0:00:05 lr: 0.009783477948717948 clips/s: 436.257 loss: 0.9753 (0.9084) acc1: 64.2857 (70.7674) acc5: 92.8571 (94.3739) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [560/702] eta: 0:00:04 lr: 0.009797722820512821 clips/s: 434.794 loss: 0.8548 (0.9081) acc1: 64.2857 (70.7792) acc5: 92.8571 (94.3596) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [570/702] eta: 0:00:04 lr: 0.009811967692307692 clips/s: 437.842 loss: 0.7328 (0.9053) acc1: 71.4286 (70.8907) acc5: 92.8571 (94.3332) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [580/702] eta: 0:00:04 lr: 0.009826212564102564 clips/s: 437.913 loss: 0.8943 (0.9066) acc1: 71.4286 (70.8507) acc5: 92.8571 (94.3570) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [590/702] eta: 0:00:03 lr: 0.009840457435897437 clips/s: 439.395 loss: 0.9985 (0.9069) acc1: 71.4286 (70.8605) acc5: 92.8571 (94.3437) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [600/702] eta: 0:00:03 lr: 0.009854702307692307 clips/s: 439.493 loss: 0.6012 (0.9029) acc1: 78.5714 (70.9651) acc5: 100.0000 (94.3903) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [610/702] eta: 0:00:03 lr: 0.00986894717948718 clips/s: 439.224 loss: 0.6831 (0.9040) acc1: 78.5714 (70.9726) acc5: 100.0000 (94.3769) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [620/702] eta: 0:00:02 lr: 0.009883192051282052 clips/s: 436.660 loss: 0.8861 (0.9067) acc1: 64.2857 (70.8880) acc5: 92.8571 (94.3409) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [630/702] eta: 0:00:02 lr: 0.009897436923076923 clips/s: 433.491 loss: 1.0026 (0.9090) acc1: 57.1429 (70.7607) acc5: 92.8571 (94.2721) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [640/702] eta: 0:00:02 lr: 0.009911681794871794 clips/s: 439.007 loss: 1.0026 (0.9102) acc1: 64.2857 (70.7043) acc5: 92.8571 (94.2946) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [9] [650/702] eta: 0:00:01 lr: 0.009925926666666666 clips/s: 440.429 loss: 0.9031 (0.9087) acc1: 71.4286 (70.8141) acc5: 100.0000 (94.3384) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [9] [660/702] eta: 0:00:01 lr: 0.009940171538461539 clips/s: 438.181 loss: 0.8494 (0.9068) acc1: 71.4286 (70.8667) acc5: 100.0000 (94.3808) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [670/702] eta: 0:00:01 lr: 0.009954416410256411 clips/s: 439.326 loss: 0.8593 (0.9071) acc1: 71.4286 (70.8431) acc5: 100.0000 (94.4007) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [680/702] eta: 0:00:00 lr: 0.009968661282051282 clips/s: 439.316 loss: 0.9640 (0.9076) acc1: 64.2857 (70.8517) acc5: 92.8571 (94.4095) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [9] [690/702] eta: 0:00:00 lr: 0.009982906153846154 clips/s: 439.750 loss: 1.0747 (0.9116) acc1: 64.2857 (70.6946) acc5: 92.8571 (94.3560) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [9] [700/702] eta: 0:00:00 lr: 0.009997151025641025 clips/s: 437.812 loss: 1.0215 (0.9108) acc1: 64.2857 (70.7153) acc5: 92.8571 (94.3856) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [9] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:27 loss: 1.3903 (1.3903) acc1: 64.2857 (64.2857) acc5: 78.5714 (78.5714) time: 1.0022 data: 0.9843 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.7940 (2.1605) acc1: 42.8571 (45.8274) acc5: 100.0000 (75.4597) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.4938 (2.4521) acc1: 50.0000 (40.1564) acc5: 85.7143 (72.4591) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.3493 (2.4498) acc1: 35.7143 (39.9620) acc5: 71.4286 (72.9710) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.8376 (2.3466) acc1: 64.2857 (41.7528) acc5: 100.0000 (74.9198) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.6233 (2.3491) acc1: 7.1429 (41.4599) acc5: 64.2857 (74.8646) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.4932 (2.3449) acc1: 50.0000 (41.7162) acc5: 92.8571 (75.3744) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.3613 (2.3656) acc1: 35.7143 (41.2880) acc5: 71.4286 (75.4738) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.4417 (2.3409) acc1: 50.0000 (41.8584) acc5: 85.7143 (76.1013) time: 0.0121 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 41.824 Clip Acc@5 76.045 * Video Acc@1 0.646465 * Class Acc@1 [0.4666666666666667, 0.6, 0.0, 0.0, 0.0, 0.2857142857142857, 1.0, 1.0, 0.3333333333333333, 0.8, 1.0, 0.5333333333333333, 0.7333333333333333, 1.0, 0.6, 1.0, 0.5333333333333333, 1.0, 1.0, 1.0] Epoch: [10] [ 0/702] eta: 0:11:58 lr: 0.01 clips/s: 334.957 loss: 0.8237 (0.8237) acc1: 71.4286 (71.4286) acc5: 92.8571 (92.8571) time: 1.0241 data: 0.9822 max mem: 1119 Epoch: [10] [ 10/702] eta: 0:01:24 lr: 0.01 clips/s: 440.413 loss: 0.6466 (0.7472) acc1: 78.5714 (73.3766) acc5: 100.0000 (96.1039) time: 0.1223 data: 0.0894 max mem: 1119 Epoch: [10] [ 20/702] eta: 0:00:54 lr: 0.01 clips/s: 438.450 loss: 0.6191 (0.7596) acc1: 78.5714 (74.1497) acc5: 100.0000 (96.9388) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [ 30/702] eta: 0:00:43 lr: 0.01 clips/s: 427.109 loss: 0.7578 (0.7867) acc1: 71.4286 (73.5023) acc5: 100.0000 (96.0829) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [ 40/702] eta: 0:00:37 lr: 0.01 clips/s: 436.400 loss: 0.8664 (0.8070) acc1: 71.4286 (73.3449) acc5: 100.0000 (95.9930) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [10] [ 50/702] eta: 0:00:33 lr: 0.01 clips/s: 435.798 loss: 0.7913 (0.8377) acc1: 71.4286 (72.5490) acc5: 92.8571 (95.6583) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [ 60/702] eta: 0:00:31 lr: 0.01 clips/s: 438.054 loss: 0.7913 (0.8414) acc1: 71.4286 (72.8337) acc5: 92.8571 (95.4333) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 441.579 loss: 0.6980 (0.8289) acc1: 71.4286 (73.5412) acc5: 92.8571 (95.4728) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 440.218 loss: 0.6639 (0.8237) acc1: 78.5714 (73.8095) acc5: 92.8571 (95.3263) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 439.658 loss: 0.6639 (0.8088) acc1: 78.5714 (74.1758) acc5: 92.8571 (95.2904) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 440.684 loss: 0.8466 (0.8369) acc1: 71.4286 (73.5502) acc5: 92.8571 (94.9081) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 439.618 loss: 0.9164 (0.8512) acc1: 64.2857 (72.5869) acc5: 92.8571 (94.7876) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 434.762 loss: 0.8539 (0.8465) acc1: 64.2857 (72.6092) acc5: 92.8571 (94.7462) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 433.312 loss: 0.8440 (0.8446) acc1: 71.4286 (72.4646) acc5: 92.8571 (94.8201) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [140/702] eta: 0:00:22 lr: 0.01 clips/s: 435.000 loss: 0.8204 (0.8366) acc1: 78.5714 (72.8977) acc5: 100.0000 (95.0355) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 438.617 loss: 0.6135 (0.8252) acc1: 78.5714 (73.2261) acc5: 100.0000 (95.1277) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 440.020 loss: 0.7107 (0.8297) acc1: 78.5714 (73.2032) acc5: 92.8571 (95.0754) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 437.966 loss: 0.7395 (0.8267) acc1: 71.4286 (73.1830) acc5: 92.8571 (94.9457) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 438.735 loss: 0.7783 (0.8261) acc1: 78.5714 (73.2439) acc5: 92.8571 (95.1065) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 438.974 loss: 0.8565 (0.8314) acc1: 71.4286 (73.1862) acc5: 100.0000 (95.0636) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 435.529 loss: 0.6767 (0.8245) acc1: 71.4286 (73.3475) acc5: 100.0000 (95.2026) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 433.475 loss: 0.6282 (0.8216) acc1: 71.4286 (73.3582) acc5: 100.0000 (95.2607) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 435.400 loss: 0.8791 (0.8306) acc1: 71.4286 (73.2708) acc5: 100.0000 (95.2489) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 435.391 loss: 1.0743 (0.8430) acc1: 64.2857 (72.9746) acc5: 92.8571 (95.0526) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 438.836 loss: 0.8822 (0.8392) acc1: 64.2857 (73.0587) acc5: 92.8571 (95.0800) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 438.709 loss: 0.7196 (0.8377) acc1: 78.5714 (73.0791) acc5: 92.8571 (94.9061) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 441.018 loss: 0.7569 (0.8435) acc1: 71.4286 (72.8790) acc5: 92.8571 (94.7729) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 436.832 loss: 0.7811 (0.8401) acc1: 71.4286 (72.9046) acc5: 92.8571 (94.8076) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 439.487 loss: 0.6741 (0.8365) acc1: 78.5714 (73.0046) acc5: 100.0000 (94.8653) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 438.417 loss: 0.5503 (0.8319) acc1: 78.5714 (73.1959) acc5: 100.0000 (95.0172) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 440.469 loss: 0.6285 (0.8300) acc1: 78.5714 (73.1134) acc5: 100.0000 (95.0878) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 438.453 loss: 0.7766 (0.8306) acc1: 71.4286 (73.0593) acc5: 100.0000 (95.1079) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 434.566 loss: 0.8132 (0.8320) acc1: 71.4286 (72.9640) acc5: 100.0000 (95.1268) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 436.410 loss: 0.8316 (0.8337) acc1: 71.4286 (72.9607) acc5: 92.8571 (95.0151) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 434.739 loss: 0.7879 (0.8298) acc1: 78.5714 (73.0834) acc5: 92.8571 (95.0566) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 434.946 loss: 0.6626 (0.8287) acc1: 78.5714 (73.0973) acc5: 92.8571 (95.0956) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [360/702] eta: 0:00:11 lr: 0.01 clips/s: 436.666 loss: 0.5739 (0.8228) acc1: 78.5714 (73.2687) acc5: 100.0000 (95.1721) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 440.548 loss: 0.5739 (0.8217) acc1: 78.5714 (73.2384) acc5: 100.0000 (95.2060) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 441.071 loss: 0.8346 (0.8258) acc1: 64.2857 (73.0971) acc5: 100.0000 (95.1819) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 439.467 loss: 0.9812 (0.8289) acc1: 64.2857 (72.8535) acc5: 92.8571 (95.1407) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 440.311 loss: 0.8321 (0.8272) acc1: 64.2857 (72.7823) acc5: 100.0000 (95.1906) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 439.135 loss: 0.6785 (0.8327) acc1: 71.4286 (72.7320) acc5: 100.0000 (95.2381) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 437.043 loss: 0.7546 (0.8296) acc1: 78.5714 (72.8028) acc5: 100.0000 (95.2664) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 435.465 loss: 0.7378 (0.8283) acc1: 71.4286 (72.7875) acc5: 92.8571 (95.2436) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 434.836 loss: 0.7606 (0.8318) acc1: 71.4286 (72.7567) acc5: 92.8571 (95.1895) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 434.952 loss: 0.7092 (0.8282) acc1: 71.4286 (72.8065) acc5: 92.8571 (95.2487) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 438.486 loss: 0.7125 (0.8344) acc1: 71.4286 (72.6836) acc5: 100.0000 (95.1968) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 440.007 loss: 0.9223 (0.8373) acc1: 71.4286 (72.6266) acc5: 92.8571 (95.1774) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 441.005 loss: 0.7131 (0.8326) acc1: 71.4286 (72.7948) acc5: 92.8571 (95.1737) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 439.852 loss: 0.8081 (0.8334) acc1: 71.4286 (72.7960) acc5: 92.8571 (95.1848) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 437.457 loss: 0.8601 (0.8311) acc1: 71.4286 (72.9113) acc5: 92.8571 (95.1668) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [10] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 434.611 loss: 0.8871 (0.8335) acc1: 71.4286 (72.7565) acc5: 100.0000 (95.2055) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [10] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 432.597 loss: 1.0156 (0.8373) acc1: 64.2857 (72.6625) acc5: 92.8571 (95.2015) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 437.017 loss: 0.9283 (0.8408) acc1: 64.2857 (72.5451) acc5: 92.8571 (95.1574) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 437.992 loss: 0.9283 (0.8451) acc1: 64.2857 (72.3660) acc5: 92.8571 (95.1281) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 439.921 loss: 0.8501 (0.8450) acc1: 64.2857 (72.3619) acc5: 92.8571 (95.1128) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 440.099 loss: 0.7812 (0.8431) acc1: 71.4286 (72.4344) acc5: 92.8571 (95.0853) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 439.668 loss: 0.7402 (0.8425) acc1: 71.4286 (72.4293) acc5: 92.8571 (95.0963) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 440.231 loss: 0.7402 (0.8393) acc1: 78.5714 (72.5965) acc5: 92.8571 (95.0701) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 437.603 loss: 0.7603 (0.8416) acc1: 78.5714 (72.5888) acc5: 92.8571 (95.0810) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 438.191 loss: 0.7802 (0.8395) acc1: 78.5714 (72.6527) acc5: 92.8571 (95.0796) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 430.854 loss: 0.7860 (0.8401) acc1: 78.5714 (72.5976) acc5: 92.8571 (95.0433) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 435.840 loss: 0.7829 (0.8399) acc1: 64.2857 (72.5213) acc5: 92.8571 (95.0656) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 434.074 loss: 0.7829 (0.8410) acc1: 64.2857 (72.5040) acc5: 100.0000 (95.0872) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 437.287 loss: 0.8417 (0.8420) acc1: 71.4286 (72.5206) acc5: 92.8571 (95.0524) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 438.195 loss: 0.7180 (0.8402) acc1: 71.4286 (72.5587) acc5: 92.8571 (95.0625) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 440.651 loss: 0.5506 (0.8356) acc1: 78.5714 (72.7145) acc5: 100.0000 (95.1264) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 439.605 loss: 0.4213 (0.8315) acc1: 85.7143 (72.8337) acc5: 100.0000 (95.1565) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [10] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 439.181 loss: 0.6453 (0.8309) acc1: 85.7143 (72.9180) acc5: 100.0000 (95.1542) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 437.444 loss: 0.7293 (0.8318) acc1: 71.4286 (72.8964) acc5: 100.0000 (95.1623) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 437.590 loss: 0.7293 (0.8302) acc1: 71.4286 (72.9061) acc5: 100.0000 (95.1804) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [10] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:52 loss: 2.4331 (2.4331) acc1: 50.0000 (50.0000) acc5: 71.4286 (71.4286) time: 1.0333 data: 1.0189 max mem: 1119 Test: [100/806] eta: 0:00:16 loss: 1.2901 (2.9514) acc1: 50.0000 (42.0792) acc5: 92.8571 (69.3777) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.6703 (3.2298) acc1: 50.0000 (37.1002) acc5: 85.7143 (66.0625) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:08 loss: 2.3469 (3.2213) acc1: 21.4286 (36.7822) acc5: 78.5714 (65.9706) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.7233 (3.0970) acc1: 64.2857 (39.1877) acc5: 100.0000 (67.9907) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.1347 (3.1188) acc1: 21.4286 (38.5372) acc5: 85.7143 (68.1494) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 2.4827 (3.0505) acc1: 28.5714 (38.3409) acc5: 85.7143 (69.3962) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.8226 (2.9992) acc1: 42.8571 (39.1074) acc5: 71.4286 (70.2160) time: 0.0125 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.1263 (2.9512) acc1: 64.2857 (40.1373) acc5: 100.0000 (71.0897) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 40.147 Clip Acc@5 71.050 * Video Acc@1 0.632997 * Class Acc@1 [0.13333333333333333, 0.6666666666666666, 0.0, 0.26666666666666666, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.13333333333333333, 0.26666666666666666, 0.8666666666666667, 1.0, 0.8666666666666667, 1.0, 1.0, 0.6666666666666666, 1.0, 0.3333333333333333, 0.8666666666666667, 0.9333333333333333, 0.9333333333333333] Epoch: [11] [ 0/702] eta: 0:12:14 lr: 0.01 clips/s: 325.205 loss: 0.4995 (0.4995) acc1: 78.5714 (78.5714) acc5: 100.0000 (100.0000) time: 1.0466 data: 1.0034 max mem: 1119 Epoch: [11] [ 10/702] eta: 0:01:26 lr: 0.01 clips/s: 433.360 loss: 0.7157 (0.6752) acc1: 78.5714 (79.8701) acc5: 100.0000 (98.0519) time: 0.1244 data: 0.0913 max mem: 1119 Epoch: [11] [ 20/702] eta: 0:00:54 lr: 0.01 clips/s: 435.940 loss: 0.7157 (0.7311) acc1: 71.4286 (77.8912) acc5: 100.0000 (96.5986) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [ 30/702] eta: 0:00:43 lr: 0.01 clips/s: 439.826 loss: 0.8431 (0.7960) acc1: 71.4286 (75.5760) acc5: 92.8571 (96.0829) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [ 40/702] eta: 0:00:37 lr: 0.01 clips/s: 440.037 loss: 0.8124 (0.7789) acc1: 71.4286 (75.7840) acc5: 100.0000 (96.3415) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [ 50/702] eta: 0:00:33 lr: 0.01 clips/s: 440.472 loss: 0.6990 (0.7736) acc1: 78.5714 (75.0700) acc5: 100.0000 (96.3585) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [ 60/702] eta: 0:00:31 lr: 0.01 clips/s: 440.080 loss: 0.8956 (0.8377) acc1: 64.2857 (72.5995) acc5: 100.0000 (95.7845) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 440.096 loss: 1.0436 (0.8514) acc1: 64.2857 (72.3340) acc5: 92.8571 (95.4728) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 436.972 loss: 0.8043 (0.8500) acc1: 71.4286 (72.0459) acc5: 92.8571 (95.5026) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 438.325 loss: 0.8011 (0.8429) acc1: 71.4286 (72.5275) acc5: 100.0000 (95.9184) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 433.171 loss: 0.7313 (0.8279) acc1: 78.5714 (73.1259) acc5: 100.0000 (95.8274) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 439.014 loss: 0.7480 (0.8344) acc1: 78.5714 (73.1660) acc5: 92.8571 (95.6885) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [11] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 439.842 loss: 0.8139 (0.8361) acc1: 71.4286 (73.1405) acc5: 100.0000 (95.7497) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 438.869 loss: 0.7994 (0.8321) acc1: 71.4286 (73.0098) acc5: 100.0000 (95.8015) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [140/702] eta: 0:00:22 lr: 0.01 clips/s: 438.332 loss: 0.5874 (0.8215) acc1: 78.5714 (73.2016) acc5: 100.0000 (95.8967) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 437.418 loss: 0.6954 (0.8222) acc1: 71.4286 (73.2734) acc5: 92.8571 (95.6481) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 434.566 loss: 0.9596 (0.8319) acc1: 71.4286 (73.1588) acc5: 92.8571 (95.4303) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [11] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 434.505 loss: 0.7432 (0.8224) acc1: 71.4286 (73.2247) acc5: 92.8571 (95.4469) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 435.481 loss: 0.6201 (0.8139) acc1: 71.4286 (73.4412) acc5: 100.0000 (95.5801) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 440.116 loss: 0.6210 (0.8074) acc1: 71.4286 (73.5602) acc5: 100.0000 (95.6993) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 440.459 loss: 0.6161 (0.7947) acc1: 78.5714 (73.9161) acc5: 100.0000 (95.8778) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 439.487 loss: 0.5144 (0.7837) acc1: 78.5714 (74.2045) acc5: 100.0000 (95.9377) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 438.309 loss: 0.5543 (0.7901) acc1: 78.5714 (74.1435) acc5: 100.0000 (95.8953) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 436.407 loss: 0.7473 (0.7891) acc1: 78.5714 (74.1497) acc5: 92.8571 (95.9184) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 435.685 loss: 0.7473 (0.7857) acc1: 78.5714 (74.2442) acc5: 100.0000 (96.0285) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 434.004 loss: 0.5650 (0.7766) acc1: 78.5714 (74.5020) acc5: 100.0000 (96.1582) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 434.833 loss: 0.5807 (0.7734) acc1: 85.7143 (74.7126) acc5: 100.0000 (96.1959) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 438.587 loss: 0.6343 (0.7647) acc1: 78.5714 (74.9868) acc5: 100.0000 (96.3100) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 440.849 loss: 0.5486 (0.7598) acc1: 78.5714 (75.0890) acc5: 100.0000 (96.2633) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 440.185 loss: 0.5797 (0.7577) acc1: 78.5714 (75.2086) acc5: 100.0000 (96.3181) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 442.071 loss: 0.7143 (0.7578) acc1: 78.5714 (75.1780) acc5: 100.0000 (96.2743) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 440.340 loss: 0.7076 (0.7545) acc1: 71.4286 (75.1952) acc5: 100.0000 (96.2793) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 439.991 loss: 0.6662 (0.7515) acc1: 78.5714 (75.3227) acc5: 100.0000 (96.3284) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 437.118 loss: 0.5930 (0.7447) acc1: 78.5714 (75.4855) acc5: 100.0000 (96.3530) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 435.291 loss: 0.5529 (0.7386) acc1: 78.5714 (75.6808) acc5: 100.0000 (96.3972) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 434.540 loss: 0.5899 (0.7359) acc1: 78.5714 (75.6614) acc5: 100.0000 (96.4387) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [360/702] eta: 0:00:11 lr: 0.01 clips/s: 435.484 loss: 0.5963 (0.7359) acc1: 71.4286 (75.6233) acc5: 100.0000 (96.4385) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 438.994 loss: 0.6814 (0.7328) acc1: 78.5714 (75.7412) acc5: 100.0000 (96.5152) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 438.047 loss: 0.6435 (0.7321) acc1: 78.5714 (75.7405) acc5: 100.0000 (96.5129) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 438.201 loss: 0.8770 (0.7364) acc1: 71.4286 (75.5389) acc5: 100.0000 (96.5473) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 439.819 loss: 0.7122 (0.7306) acc1: 78.5714 (75.6502) acc5: 100.0000 (96.6156) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 438.008 loss: 0.5190 (0.7303) acc1: 78.5714 (75.6170) acc5: 100.0000 (96.6632) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 440.050 loss: 0.5273 (0.7267) acc1: 78.5714 (75.7041) acc5: 100.0000 (96.6746) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 437.985 loss: 0.5155 (0.7228) acc1: 78.5714 (75.7541) acc5: 100.0000 (96.6854) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 436.303 loss: 0.5308 (0.7226) acc1: 78.5714 (75.7370) acc5: 100.0000 (96.7282) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 435.229 loss: 0.6956 (0.7203) acc1: 78.5714 (75.7998) acc5: 100.0000 (96.7057) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 435.830 loss: 0.6956 (0.7207) acc1: 78.5714 (75.8289) acc5: 100.0000 (96.6997) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 436.738 loss: 0.6966 (0.7180) acc1: 78.5714 (75.9630) acc5: 100.0000 (96.6940) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 440.783 loss: 0.5192 (0.7153) acc1: 78.5714 (76.0618) acc5: 100.0000 (96.6884) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 439.086 loss: 0.5738 (0.7167) acc1: 78.5714 (76.0402) acc5: 92.8571 (96.6541) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 439.915 loss: 0.5405 (0.7145) acc1: 78.5714 (76.1049) acc5: 100.0000 (96.6923) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 439.066 loss: 0.7378 (0.7193) acc1: 78.5714 (76.0554) acc5: 100.0000 (96.6313) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 436.300 loss: 0.6845 (0.7188) acc1: 78.5714 (76.0899) acc5: 100.0000 (96.6685) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 435.824 loss: 0.5372 (0.7157) acc1: 78.5714 (76.1770) acc5: 100.0000 (96.6505) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 434.897 loss: 0.5707 (0.7150) acc1: 78.5714 (76.2345) acc5: 100.0000 (96.6860) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 432.272 loss: 0.6012 (0.7151) acc1: 78.5714 (76.2380) acc5: 100.0000 (96.7073) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 437.786 loss: 0.6289 (0.7149) acc1: 78.5714 (76.2669) acc5: 100.0000 (96.7023) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 440.644 loss: 0.7632 (0.7159) acc1: 78.5714 (76.2822) acc5: 100.0000 (96.6850) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 440.740 loss: 0.5344 (0.7125) acc1: 78.5714 (76.3708) acc5: 100.0000 (96.7421) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 441.453 loss: 0.5344 (0.7158) acc1: 78.5714 (76.3597) acc5: 100.0000 (96.7126) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 441.012 loss: 0.6968 (0.7172) acc1: 78.5714 (76.3846) acc5: 100.0000 (96.6841) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 437.949 loss: 0.7036 (0.7186) acc1: 71.4286 (76.3269) acc5: 92.8571 (96.6215) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 435.391 loss: 0.7751 (0.7207) acc1: 71.4286 (76.2940) acc5: 92.8571 (96.5954) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 434.138 loss: 0.7095 (0.7200) acc1: 71.4286 (76.3188) acc5: 100.0000 (96.5927) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 434.910 loss: 0.6748 (0.7205) acc1: 78.5714 (76.2871) acc5: 92.8571 (96.5456) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 439.063 loss: 0.6621 (0.7176) acc1: 78.5714 (76.3660) acc5: 100.0000 (96.5657) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [11] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 437.734 loss: 0.6392 (0.7199) acc1: 78.5714 (76.3129) acc5: 100.0000 (96.5096) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 441.519 loss: 0.7800 (0.7198) acc1: 71.4286 (76.3040) acc5: 100.0000 (96.5510) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 439.915 loss: 0.6323 (0.7185) acc1: 78.5714 (76.3478) acc5: 100.0000 (96.5807) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 440.241 loss: 0.6323 (0.7173) acc1: 78.5714 (76.3386) acc5: 100.0000 (96.6198) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 440.413 loss: 0.5732 (0.7161) acc1: 78.5714 (76.4011) acc5: 100.0000 (96.6273) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [11] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:44 loss: 1.9901 (1.9901) acc1: 57.1429 (57.1429) acc5: 71.4286 (71.4286) time: 1.0226 data: 1.0067 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.9948 (3.0424) acc1: 50.0000 (45.7567) acc5: 100.0000 (73.1966) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.6854 (3.4790) acc1: 21.4286 (39.9431) acc5: 92.8571 (70.3980) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.6873 (3.4520) acc1: 28.5714 (39.4400) acc5: 78.5714 (70.8590) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.3253 (3.3088) acc1: 64.2857 (41.2362) acc5: 100.0000 (72.4083) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.5443 (3.2749) acc1: 28.5714 (41.3316) acc5: 71.4286 (72.5406) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 2.0107 (3.2646) acc1: 35.7143 (41.2170) acc5: 92.8571 (73.2470) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.9705 (3.2876) acc1: 35.7143 (40.9313) acc5: 64.2857 (73.2627) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.4435 (3.2741) acc1: 57.1429 (41.4304) acc5: 92.8571 (73.9700) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 41.363 Clip Acc@5 73.889 * Video Acc@1 0.619529 * Class Acc@1 [0.2, 0.4666666666666667, 0.0, 0.13333333333333333, 0.35714285714285715, 0.21428571428571427, 0.42857142857142855, 0.9333333333333333, 0.6, 0.7333333333333333, 1.0, 0.8666666666666667, 0.7333333333333333, 1.0, 0.8, 0.8666666666666667, 0.3333333333333333, 0.6666666666666666, 1.0, 1.0] Epoch: [12] [ 0/702] eta: 0:12:13 lr: 0.01 clips/s: 301.134 loss: 1.0272 (1.0272) acc1: 71.4286 (71.4286) acc5: 100.0000 (100.0000) time: 1.0448 data: 0.9981 max mem: 1119 Epoch: [12] [ 10/702] eta: 0:01:26 lr: 0.01 clips/s: 440.836 loss: 0.8010 (0.8163) acc1: 71.4286 (75.9740) acc5: 100.0000 (96.7532) time: 0.1245 data: 0.0908 max mem: 1119 Epoch: [12] [ 20/702] eta: 0:00:54 lr: 0.01 clips/s: 438.997 loss: 0.6358 (0.7463) acc1: 78.5714 (78.2313) acc5: 100.0000 (96.2585) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [ 30/702] eta: 0:00:43 lr: 0.01 clips/s: 434.707 loss: 0.4674 (0.6933) acc1: 85.7143 (79.0323) acc5: 100.0000 (96.7742) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [ 40/702] eta: 0:00:37 lr: 0.01 clips/s: 435.439 loss: 0.4445 (0.6676) acc1: 85.7143 (79.2683) acc5: 100.0000 (97.2125) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [ 50/702] eta: 0:00:33 lr: 0.01 clips/s: 438.525 loss: 0.5548 (0.6561) acc1: 78.5714 (79.1317) acc5: 100.0000 (97.4790) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [ 60/702] eta: 0:00:31 lr: 0.01 clips/s: 441.138 loss: 0.6098 (0.6529) acc1: 78.5714 (78.9227) acc5: 100.0000 (97.3068) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 441.098 loss: 0.5762 (0.6485) acc1: 78.5714 (78.6720) acc5: 100.0000 (97.4849) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 440.093 loss: 0.5628 (0.6688) acc1: 78.5714 (77.9541) acc5: 100.0000 (97.4427) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 439.424 loss: 0.7704 (0.6817) acc1: 71.4286 (77.3155) acc5: 100.0000 (97.4097) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 434.158 loss: 0.6707 (0.6828) acc1: 71.4286 (77.4399) acc5: 100.0000 (97.3833) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 432.297 loss: 0.6546 (0.6864) acc1: 78.5714 (77.4775) acc5: 100.0000 (97.1042) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 432.434 loss: 0.5753 (0.6748) acc1: 78.5714 (77.6860) acc5: 100.0000 (97.2255) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 438.384 loss: 0.4831 (0.6774) acc1: 78.5714 (77.6445) acc5: 100.0000 (97.1647) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [140/702] eta: 0:00:22 lr: 0.01 clips/s: 439.786 loss: 0.6281 (0.6785) acc1: 71.4286 (77.2543) acc5: 92.8571 (97.0618) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 440.466 loss: 0.6076 (0.6688) acc1: 78.5714 (77.6727) acc5: 100.0000 (97.1145) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 439.434 loss: 0.6111 (0.6724) acc1: 78.5714 (77.6398) acc5: 100.0000 (97.0719) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 439.931 loss: 0.6111 (0.6642) acc1: 78.5714 (77.7778) acc5: 100.0000 (97.1596) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 438.846 loss: 0.5232 (0.6710) acc1: 78.5714 (77.5848) acc5: 100.0000 (97.0797) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 436.907 loss: 0.6277 (0.6682) acc1: 78.5714 (77.7113) acc5: 100.0000 (97.1204) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 437.108 loss: 0.6129 (0.6666) acc1: 78.5714 (77.7896) acc5: 100.0000 (97.0860) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 428.490 loss: 0.5818 (0.6602) acc1: 78.5714 (77.9621) acc5: 100.0000 (97.1564) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 436.027 loss: 0.5291 (0.6577) acc1: 78.5714 (78.1189) acc5: 100.0000 (97.2527) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 440.863 loss: 0.5104 (0.6524) acc1: 85.7143 (78.2931) acc5: 100.0000 (97.3098) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 440.033 loss: 0.4963 (0.6468) acc1: 85.7143 (78.4825) acc5: 100.0000 (97.3325) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 440.311 loss: 0.5700 (0.6487) acc1: 78.5714 (78.5145) acc5: 100.0000 (97.2965) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 437.878 loss: 0.7408 (0.6562) acc1: 71.4286 (78.2157) acc5: 92.8571 (97.2359) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 435.879 loss: 0.7733 (0.6613) acc1: 71.4286 (77.9125) acc5: 100.0000 (97.2852) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 435.542 loss: 0.5654 (0.6609) acc1: 71.4286 (77.9868) acc5: 100.0000 (97.3310) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 433.465 loss: 0.5533 (0.6578) acc1: 78.5714 (78.0314) acc5: 100.0000 (97.3736) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 440.909 loss: 0.5311 (0.6569) acc1: 85.7143 (78.1443) acc5: 100.0000 (97.3897) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 439.895 loss: 0.5311 (0.6623) acc1: 78.5714 (78.0432) acc5: 100.0000 (97.3817) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 438.804 loss: 0.6239 (0.6600) acc1: 78.5714 (78.1486) acc5: 100.0000 (97.4188) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 437.082 loss: 0.4772 (0.6558) acc1: 78.5714 (78.3125) acc5: 100.0000 (97.4320) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 432.164 loss: 0.3996 (0.6501) acc1: 85.7143 (78.4667) acc5: 100.0000 (97.4654) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 435.326 loss: 0.5480 (0.6502) acc1: 85.7143 (78.5714) acc5: 100.0000 (97.4562) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [360/702] eta: 0:00:11 lr: 0.01 clips/s: 438.106 loss: 0.5753 (0.6492) acc1: 78.5714 (78.6110) acc5: 100.0000 (97.5069) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 438.309 loss: 0.5263 (0.6461) acc1: 78.5714 (78.6484) acc5: 100.0000 (97.4971) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 439.750 loss: 0.5423 (0.6440) acc1: 78.5714 (78.7402) acc5: 100.0000 (97.5253) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 440.205 loss: 0.5613 (0.6432) acc1: 78.5714 (78.7906) acc5: 100.0000 (97.4973) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 438.643 loss: 0.4996 (0.6397) acc1: 85.7143 (78.9277) acc5: 100.0000 (97.5062) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 437.551 loss: 0.4147 (0.6360) acc1: 85.7143 (79.0233) acc5: 100.0000 (97.5148) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 435.252 loss: 0.4272 (0.6296) acc1: 85.7143 (79.2331) acc5: 100.0000 (97.5399) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 435.678 loss: 0.4129 (0.6268) acc1: 85.7143 (79.3172) acc5: 100.0000 (97.5638) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 436.027 loss: 0.4111 (0.6230) acc1: 85.7143 (79.3813) acc5: 100.0000 (97.5705) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 438.060 loss: 0.6056 (0.6239) acc1: 78.5714 (79.4108) acc5: 100.0000 (97.5768) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 439.142 loss: 0.5653 (0.6217) acc1: 78.5714 (79.4546) acc5: 100.0000 (97.5984) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 439.240 loss: 0.5017 (0.6202) acc1: 78.5714 (79.5420) acc5: 100.0000 (97.6039) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 440.007 loss: 0.5932 (0.6199) acc1: 78.5714 (79.5367) acc5: 100.0000 (97.6091) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 439.138 loss: 0.6413 (0.6184) acc1: 78.5714 (79.5752) acc5: 100.0000 (97.5851) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 436.747 loss: 0.5204 (0.6181) acc1: 78.5714 (79.5124) acc5: 100.0000 (97.5763) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 437.688 loss: 0.5204 (0.6196) acc1: 78.5714 (79.4940) acc5: 100.0000 (97.5538) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 434.823 loss: 0.6498 (0.6218) acc1: 78.5714 (79.5037) acc5: 100.0000 (97.5322) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 438.958 loss: 0.5468 (0.6210) acc1: 78.5714 (79.4996) acc5: 100.0000 (97.5383) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 432.625 loss: 0.5577 (0.6236) acc1: 78.5714 (79.4296) acc5: 100.0000 (97.5046) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 441.270 loss: 0.6303 (0.6229) acc1: 78.5714 (79.4011) acc5: 100.0000 (97.5240) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 439.309 loss: 0.5101 (0.6206) acc1: 78.5714 (79.4372) acc5: 100.0000 (97.5554) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 440.007 loss: 0.3800 (0.6185) acc1: 85.7143 (79.5722) acc5: 100.0000 (97.5732) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 439.730 loss: 0.4122 (0.6171) acc1: 85.7143 (79.6041) acc5: 100.0000 (97.5904) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 432.999 loss: 0.5210 (0.6160) acc1: 78.5714 (79.6108) acc5: 100.0000 (97.6190) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 434.251 loss: 0.4757 (0.6135) acc1: 78.5714 (79.6886) acc5: 100.0000 (97.6349) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 435.859 loss: 0.4317 (0.6107) acc1: 85.7143 (79.7522) acc5: 100.0000 (97.6619) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [12] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 441.098 loss: 0.4317 (0.6080) acc1: 85.7143 (79.8597) acc5: 100.0000 (97.6651) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 440.136 loss: 0.4425 (0.6102) acc1: 85.7143 (79.7940) acc5: 100.0000 (97.6455) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 439.625 loss: 0.4968 (0.6086) acc1: 78.5714 (79.8418) acc5: 100.0000 (97.6376) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 438.532 loss: 0.3780 (0.6060) acc1: 85.7143 (79.8991) acc5: 100.0000 (97.6520) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 437.571 loss: 0.3441 (0.6052) acc1: 85.7143 (79.9006) acc5: 100.0000 (97.6551) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 435.097 loss: 0.4013 (0.6039) acc1: 85.7143 (79.9340) acc5: 100.0000 (97.6581) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 432.619 loss: 0.5746 (0.6063) acc1: 85.7143 (79.9035) acc5: 100.0000 (97.6610) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [12] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 436.095 loss: 0.5622 (0.6054) acc1: 78.5714 (79.9152) acc5: 100.0000 (97.6742) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 436.303 loss: 0.5622 (0.6076) acc1: 78.5714 (79.8349) acc5: 100.0000 (97.6666) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [12] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:23 loss: 1.8594 (1.8594) acc1: 57.1429 (57.1429) acc5: 71.4286 (71.4286) time: 0.9968 data: 0.9788 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.1281 (2.7989) acc1: 50.0000 (40.0990) acc5: 92.8571 (69.5191) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.6648 (3.1423) acc1: 28.5714 (36.3184) acc5: 85.7143 (65.6361) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.3767 (2.9565) acc1: 28.5714 (37.2568) acc5: 78.5714 (67.8215) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.1729 (2.7696) acc1: 42.8571 (39.6331) acc5: 92.8571 (70.2173) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.4550 (2.7587) acc1: 7.1429 (38.8936) acc5: 71.4286 (70.6872) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 2.3075 (2.7651) acc1: 35.7143 (38.9351) acc5: 85.7143 (70.9651) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.6810 (2.7838) acc1: 28.5714 (38.9240) acc5: 78.5714 (70.7051) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.5581 (2.7814) acc1: 42.8571 (39.6112) acc5: 78.5714 (71.0719) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 39.597 Clip Acc@5 71.058 * Video Acc@1 0.612795 * Class Acc@1 [0.06666666666666667, 0.4, 0.0, 0.26666666666666666, 0.07142857142857142, 0.07142857142857142, 0.7857142857142857, 1.0, 0.4666666666666667, 0.6666666666666666, 1.0, 0.6666666666666666, 0.8666666666666667, 0.9333333333333333, 0.8, 0.8666666666666667, 0.6666666666666666, 0.6666666666666666, 1.0, 0.9333333333333333] Epoch: [13] [ 0/702] eta: 0:12:24 lr: 0.01 clips/s: 365.895 loss: 0.7587 (0.7587) acc1: 71.4286 (71.4286) acc5: 100.0000 (100.0000) time: 1.0610 data: 1.0226 max mem: 1119 Epoch: [13] [ 10/702] eta: 0:01:27 lr: 0.01 clips/s: 427.554 loss: 0.6252 (0.6247) acc1: 78.5714 (78.5714) acc5: 100.0000 (97.4026) time: 0.1258 data: 0.0930 max mem: 1119 Epoch: [13] [ 20/702] eta: 0:00:55 lr: 0.01 clips/s: 427.122 loss: 0.4575 (0.5103) acc1: 85.7143 (81.2925) acc5: 100.0000 (98.2993) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [13] [ 30/702] eta: 0:00:43 lr: 0.01 clips/s: 437.724 loss: 0.4528 (0.5107) acc1: 85.7143 (81.5668) acc5: 100.0000 (98.1567) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [ 40/702] eta: 0:00:37 lr: 0.01 clips/s: 439.790 loss: 0.4772 (0.5118) acc1: 78.5714 (81.0105) acc5: 100.0000 (98.2578) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [ 50/702] eta: 0:00:34 lr: 0.01 clips/s: 437.447 loss: 0.5012 (0.5165) acc1: 78.5714 (81.0924) acc5: 100.0000 (98.3193) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [ 60/702] eta: 0:00:31 lr: 0.01 clips/s: 439.533 loss: 0.6012 (0.5365) acc1: 78.5714 (80.7963) acc5: 100.0000 (97.8923) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 440.347 loss: 0.5349 (0.5359) acc1: 78.5714 (80.7847) acc5: 92.8571 (97.5855) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 435.911 loss: 0.4778 (0.5341) acc1: 85.7143 (81.3933) acc5: 100.0000 (97.7072) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 432.078 loss: 0.4282 (0.5250) acc1: 85.7143 (81.1617) acc5: 100.0000 (97.9592) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 434.026 loss: 0.4791 (0.5297) acc1: 78.5714 (81.1174) acc5: 100.0000 (98.0198) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 428.624 loss: 0.4795 (0.5353) acc1: 78.5714 (81.0811) acc5: 100.0000 (98.0695) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 438.100 loss: 0.5150 (0.5348) acc1: 78.5714 (80.9327) acc5: 100.0000 (98.2290) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 439.299 loss: 0.4992 (0.5251) acc1: 78.5714 (81.1341) acc5: 100.0000 (98.3097) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [140/702] eta: 0:00:22 lr: 0.01 clips/s: 441.181 loss: 0.4950 (0.5342) acc1: 85.7143 (81.0030) acc5: 100.0000 (98.3789) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 439.027 loss: 0.5712 (0.5382) acc1: 78.5714 (81.0785) acc5: 100.0000 (98.2971) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 438.807 loss: 0.5385 (0.5345) acc1: 85.7143 (81.3665) acc5: 100.0000 (98.3141) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 437.796 loss: 0.5747 (0.5429) acc1: 85.7143 (81.2030) acc5: 100.0000 (98.2038) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 438.712 loss: 0.5787 (0.5366) acc1: 78.5714 (81.2549) acc5: 100.0000 (98.2242) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 435.465 loss: 0.4814 (0.5367) acc1: 78.5714 (81.2640) acc5: 100.0000 (98.2049) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 435.604 loss: 0.3872 (0.5291) acc1: 85.7143 (81.5565) acc5: 100.0000 (98.2587) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 436.173 loss: 0.3771 (0.5273) acc1: 85.7143 (81.6181) acc5: 100.0000 (98.3074) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 435.216 loss: 0.3783 (0.5208) acc1: 85.7143 (81.8035) acc5: 100.0000 (98.3516) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 437.522 loss: 0.3951 (0.5195) acc1: 85.7143 (81.9419) acc5: 100.0000 (98.3612) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 440.677 loss: 0.4082 (0.5213) acc1: 85.7143 (81.8909) acc5: 100.0000 (98.2810) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 439.987 loss: 0.4760 (0.5235) acc1: 78.5714 (81.8156) acc5: 100.0000 (98.1787) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 439.760 loss: 0.3961 (0.5200) acc1: 85.7143 (81.9102) acc5: 100.0000 (98.2211) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 437.248 loss: 0.3712 (0.5190) acc1: 85.7143 (81.9452) acc5: 100.0000 (98.2868) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 439.355 loss: 0.3628 (0.5147) acc1: 85.7143 (82.0539) acc5: 100.0000 (98.2969) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 436.959 loss: 0.2836 (0.5126) acc1: 85.7143 (82.1306) acc5: 100.0000 (98.3063) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 436.728 loss: 0.3570 (0.5121) acc1: 85.7143 (82.0835) acc5: 100.0000 (98.2914) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 434.199 loss: 0.5397 (0.5119) acc1: 78.5714 (81.9706) acc5: 100.0000 (98.2774) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 434.106 loss: 0.3784 (0.5076) acc1: 85.7143 (82.1317) acc5: 100.0000 (98.3089) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 435.287 loss: 0.3665 (0.5039) acc1: 85.7143 (82.2615) acc5: 100.0000 (98.3384) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 436.241 loss: 0.3804 (0.5030) acc1: 85.7143 (82.2581) acc5: 100.0000 (98.3661) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 440.063 loss: 0.4132 (0.5060) acc1: 85.7143 (82.2751) acc5: 100.0000 (98.3516) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [360/702] eta: 0:00:11 lr: 0.01 clips/s: 440.869 loss: 0.4233 (0.5050) acc1: 85.7143 (82.2715) acc5: 100.0000 (98.3973) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 440.823 loss: 0.4233 (0.5043) acc1: 78.5714 (82.2680) acc5: 100.0000 (98.4405) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 438.781 loss: 0.5391 (0.5064) acc1: 78.5714 (82.1710) acc5: 100.0000 (98.4627) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 440.334 loss: 0.5869 (0.5097) acc1: 78.5714 (82.0972) acc5: 100.0000 (98.4107) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 439.194 loss: 0.4452 (0.5083) acc1: 85.7143 (82.1340) acc5: 100.0000 (98.3612) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 436.618 loss: 0.4001 (0.5073) acc1: 85.7143 (82.1863) acc5: 100.0000 (98.3316) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 434.582 loss: 0.3520 (0.5046) acc1: 85.7143 (82.2871) acc5: 100.0000 (98.3543) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 433.972 loss: 0.4559 (0.5039) acc1: 85.7143 (82.3169) acc5: 100.0000 (98.3759) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 435.804 loss: 0.4789 (0.5042) acc1: 85.7143 (82.2967) acc5: 100.0000 (98.3803) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 438.650 loss: 0.5282 (0.5067) acc1: 78.5714 (82.2458) acc5: 100.0000 (98.3529) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 435.575 loss: 0.5199 (0.5059) acc1: 85.7143 (82.3520) acc5: 100.0000 (98.3111) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 439.536 loss: 0.4113 (0.5032) acc1: 85.7143 (82.4386) acc5: 100.0000 (98.3318) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 438.748 loss: 0.4134 (0.5047) acc1: 85.7143 (82.4176) acc5: 100.0000 (98.3071) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 440.113 loss: 0.4007 (0.5010) acc1: 85.7143 (82.5575) acc5: 100.0000 (98.3270) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 435.662 loss: 0.3127 (0.5015) acc1: 85.7143 (82.6205) acc5: 100.0000 (98.3176) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 436.806 loss: 0.3748 (0.5011) acc1: 85.7143 (82.6251) acc5: 100.0000 (98.3366) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 437.989 loss: 0.3402 (0.5012) acc1: 85.7143 (82.6433) acc5: 100.0000 (98.3548) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 433.401 loss: 0.3614 (0.5000) acc1: 85.7143 (82.7011) acc5: 100.0000 (98.3858) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 437.858 loss: 0.3929 (0.4992) acc1: 85.7143 (82.7304) acc5: 100.0000 (98.4156) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 435.807 loss: 0.3676 (0.4977) acc1: 85.7143 (82.7845) acc5: 100.0000 (98.4185) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 438.889 loss: 0.4292 (0.4974) acc1: 85.7143 (82.8622) acc5: 100.0000 (98.4467) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 440.932 loss: 0.4917 (0.4972) acc1: 85.7143 (82.8496) acc5: 100.0000 (98.4613) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 440.080 loss: 0.4807 (0.4965) acc1: 78.5714 (82.8375) acc5: 100.0000 (98.4755) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 439.921 loss: 0.3531 (0.4944) acc1: 78.5714 (82.8861) acc5: 100.0000 (98.4892) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 439.178 loss: 0.2650 (0.4907) acc1: 92.8571 (83.0045) acc5: 100.0000 (98.5025) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 434.537 loss: 0.2643 (0.4887) acc1: 85.7143 (83.0489) acc5: 100.0000 (98.5153) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 435.100 loss: 0.3696 (0.4876) acc1: 85.7143 (83.1033) acc5: 100.0000 (98.5162) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 431.224 loss: 0.4356 (0.4868) acc1: 85.7143 (83.1447) acc5: 100.0000 (98.5171) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 434.685 loss: 0.4063 (0.4861) acc1: 85.7143 (83.1848) acc5: 100.0000 (98.5068) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 436.157 loss: 0.3547 (0.4834) acc1: 85.7143 (83.2565) acc5: 100.0000 (98.5297) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 438.741 loss: 0.3990 (0.4839) acc1: 85.7143 (83.1965) acc5: 100.0000 (98.5304) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 440.684 loss: 0.4720 (0.4830) acc1: 78.5714 (83.2340) acc5: 100.0000 (98.5310) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 439.322 loss: 0.3823 (0.4818) acc1: 85.7143 (83.2809) acc5: 100.0000 (98.5316) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 441.254 loss: 0.3530 (0.4826) acc1: 92.8571 (83.3058) acc5: 100.0000 (98.5321) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [13] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 439.526 loss: 0.4439 (0.4842) acc1: 85.7143 (83.2382) acc5: 100.0000 (98.5021) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [13] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:33 loss: 3.0729 (3.0729) acc1: 50.0000 (50.0000) acc5: 71.4286 (71.4286) time: 1.0087 data: 0.9908 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.4837 (2.9867) acc1: 57.1429 (44.7666) acc5: 100.0000 (75.2475) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.3076 (3.3399) acc1: 28.5714 (39.0192) acc5: 85.7143 (70.9666) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.5578 (3.2992) acc1: 28.5714 (38.3009) acc5: 78.5714 (70.9065) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.7294 (3.1793) acc1: 71.4286 (39.8112) acc5: 100.0000 (72.4795) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.7055 (3.2005) acc1: 28.5714 (39.2358) acc5: 71.4286 (72.0987) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.0885 (3.1106) acc1: 57.1429 (40.0048) acc5: 100.0000 (73.1043) time: 0.0125 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.1857 (3.0998) acc1: 35.7143 (40.2690) acc5: 64.2857 (73.0283) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.6997 (3.0649) acc1: 57.1429 (41.0469) acc5: 85.7143 (73.3547) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 41.026 Clip Acc@5 73.259 * Video Acc@1 0.616162 * Class Acc@1 [0.2, 0.2, 0.0, 0.2, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.6666666666666666, 0.26666666666666666, 0.8, 1.0, 0.7333333333333333, 0.8666666666666667, 0.9333333333333333, 0.7333333333333333, 1.0, 0.4666666666666667, 0.9333333333333333, 1.0, 1.0] Epoch: [14] [ 0/702] eta: 0:12:19 lr: 0.01 clips/s: 329.100 loss: 0.3962 (0.3962) acc1: 85.7143 (85.7143) acc5: 100.0000 (100.0000) time: 1.0534 data: 1.0107 max mem: 1119 Epoch: [14] [ 10/702] eta: 0:01:26 lr: 0.01 clips/s: 435.623 loss: 0.5795 (0.5411) acc1: 85.7143 (82.4675) acc5: 100.0000 (96.7532) time: 0.1249 data: 0.0919 max mem: 1119 Epoch: [14] [ 20/702] eta: 0:00:55 lr: 0.01 clips/s: 436.099 loss: 0.4453 (0.4594) acc1: 85.7143 (84.6939) acc5: 100.0000 (98.2993) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [ 30/702] eta: 0:00:43 lr: 0.01 clips/s: 438.912 loss: 0.3571 (0.4500) acc1: 85.7143 (84.1014) acc5: 100.0000 (98.8479) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [14] [ 40/702] eta: 0:00:37 lr: 0.01 clips/s: 439.925 loss: 0.3571 (0.4392) acc1: 85.7143 (84.6690) acc5: 100.0000 (98.7805) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [14] [ 50/702] eta: 0:00:34 lr: 0.01 clips/s: 439.460 loss: 0.2752 (0.4135) acc1: 85.7143 (85.4342) acc5: 100.0000 (98.8796) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [14] [ 60/702] eta: 0:00:31 lr: 0.01 clips/s: 437.427 loss: 0.3089 (0.4301) acc1: 85.7143 (85.0117) acc5: 100.0000 (98.7119) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [14] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 436.712 loss: 0.4337 (0.4338) acc1: 85.7143 (84.8089) acc5: 100.0000 (98.6922) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 434.071 loss: 0.4483 (0.4532) acc1: 85.7143 (84.3915) acc5: 100.0000 (98.7654) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 434.164 loss: 0.4483 (0.4436) acc1: 85.7143 (84.6939) acc5: 100.0000 (98.9011) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 439.520 loss: 0.2554 (0.4310) acc1: 92.8571 (85.2192) acc5: 100.0000 (98.9392) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 434.929 loss: 0.1449 (0.4068) acc1: 92.8571 (86.1004) acc5: 100.0000 (99.0347) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 441.516 loss: 0.1449 (0.3984) acc1: 92.8571 (86.4817) acc5: 100.0000 (98.9965) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 440.264 loss: 0.2257 (0.3952) acc1: 92.8571 (86.5867) acc5: 100.0000 (99.0185) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [140/702] eta: 0:00:22 lr: 0.01 clips/s: 440.644 loss: 0.2003 (0.3851) acc1: 85.7143 (86.8794) acc5: 100.0000 (99.0375) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [14] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 441.065 loss: 0.3284 (0.3879) acc1: 85.7143 (86.6604) acc5: 100.0000 (99.0539) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 440.037 loss: 0.3529 (0.3905) acc1: 85.7143 (86.7347) acc5: 100.0000 (99.0683) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 435.261 loss: 0.2798 (0.3804) acc1: 92.8571 (87.1345) acc5: 100.0000 (99.0393) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 438.712 loss: 0.2098 (0.3756) acc1: 92.8571 (87.3323) acc5: 100.0000 (99.0529) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 435.697 loss: 0.2822 (0.3757) acc1: 92.8571 (87.2102) acc5: 100.0000 (99.0277) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 436.624 loss: 0.3001 (0.3728) acc1: 92.8571 (87.2424) acc5: 100.0000 (99.0405) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 434.936 loss: 0.3062 (0.3750) acc1: 85.7143 (87.3053) acc5: 100.0000 (99.0521) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 433.501 loss: 0.4355 (0.3772) acc1: 85.7143 (87.2657) acc5: 100.0000 (99.0627) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 440.624 loss: 0.4219 (0.3838) acc1: 85.7143 (87.2294) acc5: 100.0000 (99.0724) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 438.948 loss: 0.3619 (0.3844) acc1: 85.7143 (87.1666) acc5: 100.0000 (99.0516) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 439.286 loss: 0.2913 (0.3857) acc1: 85.7143 (87.1372) acc5: 100.0000 (99.0609) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 436.112 loss: 0.3955 (0.3895) acc1: 85.7143 (87.0279) acc5: 100.0000 (99.0148) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 439.529 loss: 0.4043 (0.3930) acc1: 85.7143 (86.7422) acc5: 100.0000 (99.0248) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 438.833 loss: 0.4516 (0.3999) acc1: 78.5714 (86.3752) acc5: 100.0000 (98.9578) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 435.872 loss: 0.4162 (0.4007) acc1: 78.5714 (86.3279) acc5: 100.0000 (98.9200) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 434.444 loss: 0.4373 (0.4038) acc1: 85.7143 (86.3075) acc5: 100.0000 (98.9084) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 434.965 loss: 0.4454 (0.4073) acc1: 85.7143 (86.1966) acc5: 100.0000 (98.9205) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 436.900 loss: 0.4046 (0.4047) acc1: 85.7143 (86.2483) acc5: 100.0000 (98.9319) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 433.187 loss: 0.3660 (0.4065) acc1: 85.7143 (86.1890) acc5: 100.0000 (98.9426) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 438.188 loss: 0.4567 (0.4084) acc1: 85.7143 (86.1123) acc5: 100.0000 (98.9736) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [14] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 439.678 loss: 0.3030 (0.4052) acc1: 85.7143 (86.2230) acc5: 100.0000 (98.9825) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [14] [360/702] eta: 0:00:11 lr: 0.01 clips/s: 439.958 loss: 0.2435 (0.4032) acc1: 92.8571 (86.3079) acc5: 100.0000 (99.0107) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 438.558 loss: 0.2204 (0.4021) acc1: 92.8571 (86.3304) acc5: 100.0000 (98.9988) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 439.326 loss: 0.3333 (0.4011) acc1: 85.7143 (86.4267) acc5: 100.0000 (99.0251) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 436.751 loss: 0.3333 (0.4009) acc1: 92.8571 (86.4450) acc5: 100.0000 (99.0135) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 434.891 loss: 0.2951 (0.4025) acc1: 92.8571 (86.4446) acc5: 100.0000 (99.0203) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 432.967 loss: 0.2951 (0.4047) acc1: 85.7143 (86.4442) acc5: 100.0000 (98.9920) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 437.099 loss: 0.3607 (0.4041) acc1: 85.7143 (86.3420) acc5: 100.0000 (99.0159) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [14] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 439.335 loss: 0.3828 (0.4054) acc1: 85.7143 (86.3109) acc5: 100.0000 (99.0222) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 440.863 loss: 0.4443 (0.4054) acc1: 85.7143 (86.2812) acc5: 100.0000 (99.0282) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 440.443 loss: 0.4613 (0.4083) acc1: 85.7143 (86.2528) acc5: 100.0000 (99.0022) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 440.317 loss: 0.3188 (0.4063) acc1: 85.7143 (86.3186) acc5: 100.0000 (99.0239) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 439.214 loss: 0.2327 (0.4082) acc1: 85.7143 (86.1996) acc5: 100.0000 (99.0294) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 438.964 loss: 0.2912 (0.4067) acc1: 85.7143 (86.2340) acc5: 100.0000 (99.0347) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 438.636 loss: 0.3036 (0.4083) acc1: 85.7143 (86.2089) acc5: 100.0000 (99.0544) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 435.149 loss: 0.4196 (0.4103) acc1: 85.7143 (86.1135) acc5: 100.0000 (99.0448) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 436.926 loss: 0.4563 (0.4137) acc1: 85.7143 (86.0637) acc5: 100.0000 (98.9796) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 435.062 loss: 0.3821 (0.4112) acc1: 85.7143 (86.1667) acc5: 100.0000 (98.9443) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 437.512 loss: 0.1756 (0.4108) acc1: 85.7143 (86.1851) acc5: 100.0000 (98.9104) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 439.253 loss: 0.3811 (0.4113) acc1: 85.7143 (86.1368) acc5: 100.0000 (98.9173) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 438.325 loss: 0.3418 (0.4127) acc1: 85.7143 (86.1291) acc5: 100.0000 (98.8851) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 440.955 loss: 0.3095 (0.4135) acc1: 85.7143 (86.0963) acc5: 100.0000 (98.8668) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 439.572 loss: 0.4091 (0.4170) acc1: 85.7143 (86.0145) acc5: 100.0000 (98.8616) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 438.195 loss: 0.3818 (0.4168) acc1: 85.7143 (85.9725) acc5: 100.0000 (98.8812) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 440.159 loss: 0.3689 (0.4169) acc1: 85.7143 (85.9439) acc5: 100.0000 (98.8760) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 438.191 loss: 0.3671 (0.4177) acc1: 85.7143 (85.9044) acc5: 100.0000 (98.8828) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 438.145 loss: 0.4326 (0.4184) acc1: 85.7143 (85.8663) acc5: 100.0000 (98.8777) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 434.302 loss: 0.4398 (0.4186) acc1: 85.7143 (85.8293) acc5: 100.0000 (98.8958) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 436.118 loss: 0.4111 (0.4204) acc1: 85.7143 (85.7822) acc5: 100.0000 (98.8906) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 435.791 loss: 0.3769 (0.4194) acc1: 85.7143 (85.7923) acc5: 100.0000 (98.8968) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 436.780 loss: 0.2492 (0.4168) acc1: 85.7143 (85.8130) acc5: 100.0000 (98.9138) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 441.625 loss: 0.3351 (0.4194) acc1: 85.7143 (85.7575) acc5: 100.0000 (98.8978) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 440.975 loss: 0.4509 (0.4198) acc1: 78.5714 (85.7249) acc5: 100.0000 (98.9142) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 440.727 loss: 0.4230 (0.4204) acc1: 85.7143 (85.6933) acc5: 100.0000 (98.9197) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 441.625 loss: 0.4684 (0.4220) acc1: 85.7143 (85.6936) acc5: 100.0000 (98.9353) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [14] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 440.985 loss: 0.4476 (0.4234) acc1: 85.7143 (85.6939) acc5: 100.0000 (98.9403) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [14] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:56 loss: 3.0037 (3.0037) acc1: 57.1429 (57.1429) acc5: 71.4286 (71.4286) time: 1.0374 data: 1.0206 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.5316 (2.7937) acc1: 64.2857 (44.0594) acc5: 85.7143 (70.3678) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.1397 (3.1896) acc1: 35.7143 (39.5167) acc5: 85.7143 (67.9815) time: 0.0125 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 1.9294 (3.1175) acc1: 35.7143 (39.4400) acc5: 78.5714 (68.6996) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.9922 (3.0456) acc1: 57.1429 (41.2006) acc5: 100.0000 (70.5914) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.6546 (3.0115) acc1: 42.8571 (41.9875) acc5: 92.8571 (72.0416) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 2.5751 (3.0276) acc1: 35.7143 (41.3478) acc5: 71.4286 (71.9990) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.1959 (2.9719) acc1: 42.8571 (41.6548) acc5: 78.5714 (72.3864) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.4076 (2.9387) acc1: 50.0000 (42.0635) acc5: 92.8571 (72.9267) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 42.064 Clip Acc@5 72.922 * Video Acc@1 0.636364 * Class Acc@1 [0.2, 0.6, 0.06666666666666667, 0.0, 0.6428571428571429, 0.5714285714285714, 0.7857142857142857, 0.7333333333333333, 0.0, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.26666666666666666, 1.0, 0.4, 0.8666666666666667, 1.0, 0.6666666666666666] Epoch: [15] [ 0/702] eta: 0:12:00 lr: 0.01 clips/s: 342.562 loss: 0.1930 (0.1930) acc1: 92.8571 (92.8571) acc5: 100.0000 (100.0000) time: 1.0263 data: 0.9852 max mem: 1119 Epoch: [15] [ 10/702] eta: 0:01:24 lr: 0.01 clips/s: 438.064 loss: 0.3718 (0.4082) acc1: 85.7143 (87.6623) acc5: 100.0000 (98.7013) time: 0.1227 data: 0.0896 max mem: 1119 Epoch: [15] [ 20/702] eta: 0:00:54 lr: 0.01 clips/s: 437.956 loss: 0.3886 (0.4269) acc1: 85.7143 (85.7143) acc5: 100.0000 (98.9796) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [ 30/702] eta: 0:00:43 lr: 0.01 clips/s: 438.679 loss: 0.3886 (0.4179) acc1: 85.7143 (85.4839) acc5: 100.0000 (98.8479) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [ 40/702] eta: 0:00:37 lr: 0.01 clips/s: 439.421 loss: 0.3426 (0.4152) acc1: 85.7143 (85.1916) acc5: 100.0000 (98.9547) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [ 50/702] eta: 0:00:33 lr: 0.01 clips/s: 437.453 loss: 0.4329 (0.4534) acc1: 78.5714 (84.3137) acc5: 100.0000 (99.0196) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [ 60/702] eta: 0:00:31 lr: 0.01 clips/s: 438.555 loss: 0.4329 (0.4396) acc1: 85.7143 (85.0117) acc5: 100.0000 (99.1803) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 414.349 loss: 0.4868 (0.4445) acc1: 85.7143 (84.9095) acc5: 100.0000 (98.9940) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 438.172 loss: 0.4868 (0.4508) acc1: 85.7143 (84.3034) acc5: 100.0000 (99.1182) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 440.727 loss: 0.3725 (0.4388) acc1: 85.7143 (84.6154) acc5: 100.0000 (99.2151) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 440.598 loss: 0.3426 (0.4373) acc1: 85.7143 (84.6535) acc5: 100.0000 (99.2928) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 439.816 loss: 0.3350 (0.4282) acc1: 85.7143 (85.0064) acc5: 100.0000 (99.2921) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 438.401 loss: 0.2975 (0.4150) acc1: 85.7143 (85.4782) acc5: 100.0000 (99.3506) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 439.470 loss: 0.2597 (0.4114) acc1: 85.7143 (85.4962) acc5: 100.0000 (99.3457) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [140/702] eta: 0:00:22 lr: 0.01 clips/s: 436.186 loss: 0.2626 (0.4056) acc1: 85.7143 (85.6636) acc5: 100.0000 (99.2908) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 431.114 loss: 0.3724 (0.4112) acc1: 85.7143 (85.7616) acc5: 100.0000 (99.1958) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 435.326 loss: 0.3945 (0.4079) acc1: 85.7143 (85.8917) acc5: 100.0000 (99.1571) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 438.928 loss: 0.3808 (0.4053) acc1: 85.7143 (86.0067) acc5: 100.0000 (99.0810) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 440.446 loss: 0.3755 (0.4011) acc1: 92.8571 (86.2668) acc5: 100.0000 (99.0529) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 441.065 loss: 0.3688 (0.4016) acc1: 92.8571 (86.2004) acc5: 100.0000 (99.0651) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 439.730 loss: 0.3644 (0.4005) acc1: 85.7143 (86.3895) acc5: 100.0000 (99.0405) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 440.615 loss: 0.3273 (0.3995) acc1: 85.7143 (86.4590) acc5: 100.0000 (98.9844) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 438.106 loss: 0.3273 (0.3966) acc1: 92.8571 (86.6193) acc5: 100.0000 (98.9657) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 433.079 loss: 0.3861 (0.4008) acc1: 85.7143 (86.4873) acc5: 100.0000 (98.9796) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 435.216 loss: 0.3307 (0.3985) acc1: 85.7143 (86.5738) acc5: 100.0000 (98.9923) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 437.238 loss: 0.2619 (0.3954) acc1: 85.7143 (86.7103) acc5: 100.0000 (99.0040) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 439.984 loss: 0.3157 (0.3964) acc1: 85.7143 (86.7269) acc5: 100.0000 (98.9874) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 437.447 loss: 0.3676 (0.3969) acc1: 85.7143 (86.6895) acc5: 100.0000 (98.9984) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 439.454 loss: 0.3578 (0.3964) acc1: 85.7143 (86.6802) acc5: 100.0000 (99.0341) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 439.421 loss: 0.2626 (0.3909) acc1: 92.8571 (86.9170) acc5: 100.0000 (99.0427) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 438.984 loss: 0.3412 (0.3973) acc1: 85.7143 (86.8771) acc5: 100.0000 (99.0271) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 435.178 loss: 0.3412 (0.3971) acc1: 92.8571 (86.9316) acc5: 100.0000 (98.9894) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 430.403 loss: 0.2887 (0.3967) acc1: 92.8571 (86.9159) acc5: 100.0000 (99.0209) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 434.991 loss: 0.2438 (0.3966) acc1: 85.7143 (86.9875) acc5: 100.0000 (99.0073) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 425.960 loss: 0.4028 (0.4003) acc1: 85.7143 (86.8664) acc5: 100.0000 (98.9946) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 436.313 loss: 0.4136 (0.3989) acc1: 85.7143 (86.8946) acc5: 100.0000 (98.9825) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [360/702] eta: 0:00:11 lr: 0.01 clips/s: 437.258 loss: 0.2358 (0.3979) acc1: 92.8571 (86.9212) acc5: 100.0000 (99.0107) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 434.569 loss: 0.2578 (0.3975) acc1: 85.7143 (86.8502) acc5: 100.0000 (99.0374) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 434.579 loss: 0.3040 (0.3981) acc1: 85.7143 (86.8766) acc5: 100.0000 (99.0439) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 435.633 loss: 0.2870 (0.3966) acc1: 85.7143 (86.9565) acc5: 100.0000 (99.0318) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 438.964 loss: 0.3969 (0.3996) acc1: 85.7143 (86.8721) acc5: 100.0000 (99.0025) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 438.335 loss: 0.3721 (0.4012) acc1: 85.7143 (86.8439) acc5: 100.0000 (99.0094) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 438.686 loss: 0.3175 (0.3982) acc1: 85.7143 (86.9359) acc5: 100.0000 (99.0159) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 435.989 loss: 0.2459 (0.3969) acc1: 85.7143 (86.9075) acc5: 100.0000 (99.0056) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 434.463 loss: 0.3124 (0.3975) acc1: 85.7143 (86.8805) acc5: 100.0000 (98.9796) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 434.710 loss: 0.3796 (0.3979) acc1: 85.7143 (86.9021) acc5: 100.0000 (98.9705) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 436.086 loss: 0.3041 (0.3954) acc1: 92.8571 (86.9693) acc5: 100.0000 (98.9929) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 440.535 loss: 0.1817 (0.3909) acc1: 92.8571 (87.0943) acc5: 100.0000 (99.0143) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 438.623 loss: 0.2389 (0.3917) acc1: 92.8571 (87.0953) acc5: 100.0000 (99.0050) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 438.358 loss: 0.3168 (0.3896) acc1: 85.7143 (87.0963) acc5: 100.0000 (99.0108) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 436.972 loss: 0.3160 (0.3889) acc1: 85.7143 (87.0830) acc5: 100.0000 (98.9877) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 434.788 loss: 0.3604 (0.3881) acc1: 85.7143 (87.1121) acc5: 100.0000 (98.9656) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 436.326 loss: 0.3856 (0.3881) acc1: 85.7143 (87.0990) acc5: 100.0000 (98.9718) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 435.287 loss: 0.2768 (0.3847) acc1: 92.8571 (87.1940) acc5: 100.0000 (98.9911) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 437.388 loss: 0.1621 (0.3826) acc1: 92.8571 (87.2590) acc5: 100.0000 (98.9966) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 440.142 loss: 0.1973 (0.3801) acc1: 92.8571 (87.3606) acc5: 100.0000 (99.0148) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 437.255 loss: 0.2816 (0.3815) acc1: 92.8571 (87.3440) acc5: 100.0000 (99.0323) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 438.528 loss: 0.3310 (0.3803) acc1: 85.7143 (87.4156) acc5: 100.0000 (99.0368) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 436.206 loss: 0.3930 (0.3820) acc1: 85.7143 (87.3002) acc5: 100.0000 (99.0411) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 431.979 loss: 0.3842 (0.3805) acc1: 85.7143 (87.3580) acc5: 100.0000 (99.0573) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 435.507 loss: 0.3264 (0.3799) acc1: 92.8571 (87.3901) acc5: 100.0000 (99.0730) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 438.299 loss: 0.2523 (0.3777) acc1: 92.8571 (87.4328) acc5: 100.0000 (99.0881) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 440.472 loss: 0.2137 (0.3766) acc1: 92.8571 (87.4396) acc5: 100.0000 (99.0798) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 439.165 loss: 0.2731 (0.3759) acc1: 92.8571 (87.4349) acc5: 100.0000 (99.0831) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 439.888 loss: 0.2731 (0.3756) acc1: 85.7143 (87.4304) acc5: 100.0000 (99.0974) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 437.369 loss: 0.2614 (0.3741) acc1: 92.8571 (87.4918) acc5: 100.0000 (99.1113) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 434.572 loss: 0.2590 (0.3739) acc1: 92.8571 (87.4973) acc5: 100.0000 (99.1247) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [15] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 433.725 loss: 0.2903 (0.3737) acc1: 92.8571 (87.5452) acc5: 100.0000 (99.1165) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 434.620 loss: 0.2361 (0.3722) acc1: 92.8571 (87.5708) acc5: 100.0000 (99.1189) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [15] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 436.027 loss: 0.2442 (0.3722) acc1: 92.8571 (87.5646) acc5: 100.0000 (99.1317) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 433.731 loss: 0.2669 (0.3725) acc1: 92.8571 (87.5790) acc5: 100.0000 (99.1441) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [15] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:45 loss: 2.1879 (2.1879) acc1: 57.1429 (57.1429) acc5: 71.4286 (71.4286) time: 1.0245 data: 1.0079 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.0405 (2.8515) acc1: 42.8571 (46.8883) acc5: 92.8571 (72.5601) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.9122 (3.1276) acc1: 28.5714 (42.7861) acc5: 92.8571 (71.9616) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 1.6513 (3.0633) acc1: 42.8571 (42.1452) acc5: 78.5714 (72.1168) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.7520 (2.9694) acc1: 57.1429 (44.1218) acc5: 100.0000 (73.0317) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.8000 (3.0352) acc1: 28.5714 (43.2563) acc5: 57.1429 (72.4551) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.4969 (3.0364) acc1: 42.8571 (43.3207) acc5: 92.8571 (73.0330) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.8916 (2.9749) acc1: 42.8571 (43.7334) acc5: 71.4286 (73.5989) time: 0.0125 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.5122 (2.9579) acc1: 50.0000 (44.1234) acc5: 92.8571 (74.3624) time: 0.0121 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 44.104 Clip Acc@5 74.359 * Video Acc@1 0.686869 * Class Acc@1 [0.06666666666666667, 0.26666666666666666, 0.06666666666666667, 0.0, 0.8571428571428571, 0.35714285714285715, 0.5714285714285714, 0.7333333333333333, 0.6666666666666666, 1.0, 1.0, 1.0, 1.0, 1.0, 0.4, 1.0, 0.7333333333333333, 1.0, 1.0, 1.0] Epoch: [16] [ 0/702] eta: 0:12:19 lr: 0.01 clips/s: 357.941 loss: 0.0792 (0.0792) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0528 data: 1.0135 max mem: 1119 Epoch: [16] [ 10/702] eta: 0:01:26 lr: 0.01 clips/s: 433.891 loss: 0.3304 (0.3516) acc1: 92.8571 (88.9610) acc5: 100.0000 (99.3506) time: 0.1251 data: 0.0922 max mem: 1119 Epoch: [16] [ 20/702] eta: 0:00:55 lr: 0.01 clips/s: 433.242 loss: 0.3304 (0.3473) acc1: 92.8571 (90.4762) acc5: 100.0000 (99.3197) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [ 30/702] eta: 0:00:43 lr: 0.01 clips/s: 435.365 loss: 0.1765 (0.3079) acc1: 92.8571 (90.7834) acc5: 100.0000 (99.5392) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [ 40/702] eta: 0:00:37 lr: 0.01 clips/s: 441.151 loss: 0.2519 (0.3233) acc1: 92.8571 (89.8955) acc5: 100.0000 (99.3031) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [16] [ 50/702] eta: 0:00:34 lr: 0.01 clips/s: 439.339 loss: 0.3487 (0.3348) acc1: 85.7143 (89.3557) acc5: 100.0000 (99.1597) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [16] [ 60/702] eta: 0:00:31 lr: 0.01 clips/s: 438.486 loss: 0.3181 (0.3343) acc1: 85.7143 (89.1101) acc5: 100.0000 (99.0632) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 440.274 loss: 0.2498 (0.3393) acc1: 85.7143 (89.3360) acc5: 100.0000 (99.1952) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 437.581 loss: 0.2208 (0.3356) acc1: 92.8571 (89.3298) acc5: 100.0000 (99.2945) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 437.050 loss: 0.2863 (0.3298) acc1: 85.7143 (89.1680) acc5: 100.0000 (99.2936) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 433.757 loss: 0.2179 (0.3201) acc1: 85.7143 (89.1796) acc5: 100.0000 (99.3635) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 435.284 loss: 0.2179 (0.3255) acc1: 92.8571 (89.0605) acc5: 100.0000 (99.2921) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 438.725 loss: 0.4538 (0.3312) acc1: 85.7143 (88.7839) acc5: 100.0000 (99.2326) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 439.750 loss: 0.4538 (0.3397) acc1: 85.7143 (88.3860) acc5: 100.0000 (99.2366) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [140/702] eta: 0:00:22 lr: 0.01 clips/s: 440.896 loss: 0.2950 (0.3361) acc1: 85.7143 (88.6018) acc5: 100.0000 (99.2908) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 439.477 loss: 0.2131 (0.3302) acc1: 92.8571 (88.7890) acc5: 100.0000 (99.3377) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 438.217 loss: 0.2963 (0.3418) acc1: 85.7143 (88.2875) acc5: 100.0000 (99.2458) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 439.076 loss: 0.4410 (0.3455) acc1: 85.7143 (88.1788) acc5: 100.0000 (99.1646) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 438.064 loss: 0.3201 (0.3472) acc1: 85.7143 (88.1610) acc5: 100.0000 (99.1713) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 437.046 loss: 0.2357 (0.3438) acc1: 85.7143 (88.2573) acc5: 100.0000 (99.1773) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 435.607 loss: 0.3115 (0.3441) acc1: 92.8571 (88.3085) acc5: 100.0000 (99.1827) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 434.170 loss: 0.2695 (0.3404) acc1: 92.8571 (88.3886) acc5: 100.0000 (99.2214) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 424.285 loss: 0.1702 (0.3351) acc1: 92.8571 (88.6555) acc5: 100.0000 (99.2566) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 438.784 loss: 0.1756 (0.3314) acc1: 92.8571 (88.8374) acc5: 100.0000 (99.2270) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 440.618 loss: 0.1904 (0.3289) acc1: 92.8571 (89.0041) acc5: 100.0000 (99.2294) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 440.489 loss: 0.1620 (0.3254) acc1: 92.8571 (89.1292) acc5: 100.0000 (99.2601) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 438.129 loss: 0.2675 (0.3275) acc1: 92.8571 (89.0805) acc5: 100.0000 (99.2337) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 437.871 loss: 0.2675 (0.3230) acc1: 92.8571 (89.2462) acc5: 100.0000 (99.2620) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 434.836 loss: 0.2452 (0.3222) acc1: 92.8571 (89.1967) acc5: 100.0000 (99.2628) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 430.481 loss: 0.3497 (0.3268) acc1: 85.7143 (89.0525) acc5: 100.0000 (99.2636) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 433.286 loss: 0.3061 (0.3280) acc1: 85.7143 (88.9416) acc5: 100.0000 (99.2406) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 438.790 loss: 0.2967 (0.3294) acc1: 85.7143 (88.8838) acc5: 100.0000 (99.2421) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 439.948 loss: 0.2083 (0.3260) acc1: 85.7143 (88.9186) acc5: 100.0000 (99.2434) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 438.198 loss: 0.2081 (0.3236) acc1: 92.8571 (88.9944) acc5: 100.0000 (99.2447) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 439.954 loss: 0.2237 (0.3260) acc1: 92.8571 (88.9401) acc5: 100.0000 (99.2459) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 439.381 loss: 0.3579 (0.3292) acc1: 85.7143 (88.8482) acc5: 100.0000 (99.2267) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [360/702] eta: 0:00:11 lr: 0.01 clips/s: 437.780 loss: 0.2828 (0.3266) acc1: 85.7143 (88.9197) acc5: 100.0000 (99.2481) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [16] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 433.715 loss: 0.2060 (0.3229) acc1: 92.8571 (89.0258) acc5: 100.0000 (99.2684) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [16] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 436.332 loss: 0.1477 (0.3213) acc1: 92.8571 (89.0514) acc5: 100.0000 (99.2876) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 436.650 loss: 0.2819 (0.3234) acc1: 85.7143 (88.9478) acc5: 100.0000 (99.2875) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 438.047 loss: 0.3944 (0.3255) acc1: 85.7143 (88.8315) acc5: 100.0000 (99.2875) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 438.456 loss: 0.4392 (0.3275) acc1: 85.7143 (88.7904) acc5: 100.0000 (99.2875) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 439.050 loss: 0.2577 (0.3262) acc1: 85.7143 (88.7852) acc5: 100.0000 (99.3044) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 438.820 loss: 0.2365 (0.3269) acc1: 92.8571 (88.7637) acc5: 100.0000 (99.2874) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 437.643 loss: 0.3075 (0.3258) acc1: 92.8571 (88.8403) acc5: 100.0000 (99.3035) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 434.055 loss: 0.3075 (0.3283) acc1: 92.8571 (88.7710) acc5: 100.0000 (99.3031) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 432.874 loss: 0.3408 (0.3279) acc1: 92.8571 (88.8131) acc5: 100.0000 (99.2563) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 435.607 loss: 0.2614 (0.3283) acc1: 85.7143 (88.7625) acc5: 100.0000 (99.2721) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 438.463 loss: 0.2792 (0.3268) acc1: 85.7143 (88.7734) acc5: 100.0000 (99.2575) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 440.634 loss: 0.2792 (0.3250) acc1: 85.7143 (88.7984) acc5: 100.0000 (99.2726) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 440.106 loss: 0.2033 (0.3243) acc1: 92.8571 (88.8366) acc5: 100.0000 (99.2871) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 439.510 loss: 0.2033 (0.3229) acc1: 92.8571 (88.8314) acc5: 100.0000 (99.2871) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 439.875 loss: 0.1886 (0.3206) acc1: 92.8571 (88.9224) acc5: 100.0000 (99.3008) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 437.796 loss: 0.1971 (0.3206) acc1: 92.8571 (88.9561) acc5: 100.0000 (99.2871) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 434.492 loss: 0.1772 (0.3181) acc1: 92.8571 (89.0151) acc5: 100.0000 (99.3002) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 432.670 loss: 0.1625 (0.3180) acc1: 92.8571 (88.9940) acc5: 100.0000 (99.3129) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 433.991 loss: 0.3198 (0.3192) acc1: 85.7143 (88.9738) acc5: 100.0000 (99.3252) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 435.924 loss: 0.3239 (0.3193) acc1: 85.7143 (88.9167) acc5: 100.0000 (99.3370) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 440.278 loss: 0.3252 (0.3188) acc1: 85.7143 (88.8984) acc5: 100.0000 (99.3361) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 439.763 loss: 0.2678 (0.3181) acc1: 85.7143 (88.9292) acc5: 100.0000 (99.3232) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 439.671 loss: 0.1665 (0.3172) acc1: 92.8571 (88.9589) acc5: 100.0000 (99.3344) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 437.007 loss: 0.3100 (0.3179) acc1: 85.7143 (88.8941) acc5: 100.0000 (99.3220) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [16] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 434.248 loss: 0.3067 (0.3166) acc1: 85.7143 (88.9349) acc5: 100.0000 (99.3329) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [16] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 435.533 loss: 0.3067 (0.3185) acc1: 92.8571 (88.9291) acc5: 100.0000 (99.3095) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 435.236 loss: 0.3070 (0.3187) acc1: 85.7143 (88.9124) acc5: 100.0000 (99.3091) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 438.044 loss: 0.2770 (0.3195) acc1: 85.7143 (88.8633) acc5: 100.0000 (99.3088) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 441.436 loss: 0.2748 (0.3201) acc1: 85.7143 (88.8697) acc5: 100.0000 (99.2760) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 438.230 loss: 0.2551 (0.3183) acc1: 92.8571 (88.9291) acc5: 100.0000 (99.2868) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 438.355 loss: 0.1446 (0.3167) acc1: 92.8571 (88.9973) acc5: 100.0000 (99.2973) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 440.410 loss: 0.1844 (0.3155) acc1: 92.8571 (89.0118) acc5: 100.0000 (99.3074) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [16] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 437.170 loss: 0.2575 (0.3164) acc1: 85.7143 (89.0361) acc5: 100.0000 (99.2969) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [16] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:37 loss: 1.9428 (1.9428) acc1: 64.2857 (64.2857) acc5: 78.5714 (78.5714) time: 1.0144 data: 0.9974 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.1167 (2.7889) acc1: 57.1429 (49.2221) acc5: 92.8571 (72.8430) time: 0.0126 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.6539 (3.0963) acc1: 35.7143 (44.2075) acc5: 92.8571 (72.2459) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:08 loss: 2.0982 (3.0555) acc1: 42.8571 (43.9013) acc5: 85.7143 (73.4219) time: 0.0125 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.6458 (2.9589) acc1: 50.0000 (45.4400) acc5: 92.8571 (74.7417) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.6717 (2.9753) acc1: 57.1429 (45.6658) acc5: 100.0000 (75.9766) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.9335 (2.9575) acc1: 42.8571 (45.9829) acc5: 85.7143 (75.8735) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.5017 (2.9394) acc1: 42.8571 (46.2095) acc5: 71.4286 (75.6165) time: 0.0126 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.7161 (2.9510) acc1: 57.1429 (46.2458) acc5: 92.8571 (75.6554) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 46.198 Clip Acc@5 75.619 * Video Acc@1 0.703704 * Class Acc@1 [0.2, 0.8666666666666667, 0.0, 0.0, 0.8571428571428571, 0.5714285714285714, 0.6428571428571429, 0.9333333333333333, 0.5333333333333333, 1.0, 1.0, 1.0, 1.0, 1.0, 0.26666666666666666, 0.9333333333333333, 0.26666666666666666, 1.0, 1.0, 1.0] Epoch: [17] [ 0/702] eta: 0:11:51 lr: 0.01 clips/s: 374.250 loss: 0.2530 (0.2530) acc1: 78.5714 (78.5714) acc5: 100.0000 (100.0000) time: 1.0141 data: 0.9766 max mem: 1119 Epoch: [17] [ 10/702] eta: 0:01:24 lr: 0.01 clips/s: 438.296 loss: 0.1822 (0.2316) acc1: 92.8571 (90.9091) acc5: 100.0000 (100.0000) time: 0.1215 data: 0.0889 max mem: 1119 Epoch: [17] [ 20/702] eta: 0:00:53 lr: 0.01 clips/s: 436.582 loss: 0.2595 (0.2724) acc1: 92.8571 (90.4762) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [ 30/702] eta: 0:00:42 lr: 0.01 clips/s: 436.024 loss: 0.2815 (0.2668) acc1: 92.8571 (91.2442) acc5: 100.0000 (99.7696) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [ 40/702] eta: 0:00:37 lr: 0.01 clips/s: 435.636 loss: 0.1731 (0.2604) acc1: 92.8571 (91.2892) acc5: 100.0000 (99.8258) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [ 50/702] eta: 0:00:33 lr: 0.01 clips/s: 431.738 loss: 0.1871 (0.2767) acc1: 92.8571 (91.1765) acc5: 100.0000 (99.8599) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [ 60/702] eta: 0:00:30 lr: 0.01 clips/s: 432.903 loss: 0.1693 (0.2667) acc1: 92.8571 (91.5691) acc5: 100.0000 (99.8829) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 432.928 loss: 0.1632 (0.2745) acc1: 92.8571 (91.4487) acc5: 100.0000 (99.7988) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 432.568 loss: 0.1920 (0.2811) acc1: 92.8571 (91.1817) acc5: 100.0000 (99.6473) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [17] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 436.972 loss: 0.1779 (0.2810) acc1: 92.8571 (91.2088) acc5: 100.0000 (99.6075) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [17] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 431.579 loss: 0.1166 (0.2681) acc1: 92.8571 (91.4427) acc5: 100.0000 (99.6464) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 436.569 loss: 0.1127 (0.2618) acc1: 92.8571 (91.6345) acc5: 100.0000 (99.6782) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 436.579 loss: 0.1316 (0.2605) acc1: 92.8571 (91.6175) acc5: 100.0000 (99.7048) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 434.360 loss: 0.1334 (0.2574) acc1: 92.8571 (91.6576) acc5: 100.0000 (99.7274) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [140/702] eta: 0:00:21 lr: 0.01 clips/s: 432.142 loss: 0.1766 (0.2576) acc1: 92.8571 (91.5907) acc5: 100.0000 (99.7467) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 429.788 loss: 0.1766 (0.2610) acc1: 92.8571 (91.4380) acc5: 100.0000 (99.7162) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 431.357 loss: 0.2913 (0.2706) acc1: 85.7143 (91.1269) acc5: 100.0000 (99.6451) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 438.335 loss: 0.2717 (0.2699) acc1: 92.8571 (91.1863) acc5: 100.0000 (99.5823) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 435.853 loss: 0.1830 (0.2638) acc1: 92.8571 (91.3181) acc5: 100.0000 (99.6054) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 437.196 loss: 0.2086 (0.2624) acc1: 92.8571 (91.3987) acc5: 100.0000 (99.6260) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 436.595 loss: 0.2248 (0.2599) acc1: 92.8571 (91.4357) acc5: 100.0000 (99.6446) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [17] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 433.344 loss: 0.1660 (0.2594) acc1: 92.8571 (91.4692) acc5: 100.0000 (99.6276) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [17] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 432.418 loss: 0.1299 (0.2588) acc1: 92.8571 (91.4997) acc5: 100.0000 (99.6445) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 431.621 loss: 0.1541 (0.2607) acc1: 92.8571 (91.5894) acc5: 100.0000 (99.6289) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 431.405 loss: 0.1635 (0.2581) acc1: 92.8571 (91.7012) acc5: 100.0000 (99.6443) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [17] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 437.160 loss: 0.1818 (0.2599) acc1: 92.8571 (91.6050) acc5: 100.0000 (99.6301) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 436.527 loss: 0.1323 (0.2588) acc1: 92.8571 (91.6530) acc5: 100.0000 (99.6169) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 437.597 loss: 0.1934 (0.2606) acc1: 92.8571 (91.5656) acc5: 100.0000 (99.5783) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 437.154 loss: 0.1752 (0.2584) acc1: 92.8571 (91.6878) acc5: 100.0000 (99.5679) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 436.141 loss: 0.1588 (0.2617) acc1: 92.8571 (91.5808) acc5: 100.0000 (99.5582) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 434.810 loss: 0.1404 (0.2590) acc1: 92.8571 (91.7181) acc5: 100.0000 (99.5491) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 431.979 loss: 0.2058 (0.2640) acc1: 92.8571 (91.5480) acc5: 100.0000 (99.5177) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 429.198 loss: 0.2770 (0.2636) acc1: 85.7143 (91.5665) acc5: 100.0000 (99.5327) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 432.142 loss: 0.2338 (0.2635) acc1: 92.8571 (91.5624) acc5: 100.0000 (99.5468) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 437.871 loss: 0.1818 (0.2628) acc1: 92.8571 (91.6422) acc5: 100.0000 (99.5182) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 438.378 loss: 0.0665 (0.2646) acc1: 100.0000 (91.5954) acc5: 100.0000 (99.4709) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [360/702] eta: 0:00:11 lr: 0.01 clips/s: 436.011 loss: 0.2852 (0.2648) acc1: 92.8571 (91.5512) acc5: 100.0000 (99.4658) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 434.965 loss: 0.2190 (0.2628) acc1: 92.8571 (91.5479) acc5: 100.0000 (99.4802) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 429.505 loss: 0.1083 (0.2631) acc1: 92.8571 (91.5448) acc5: 100.0000 (99.4751) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 431.345 loss: 0.1377 (0.2627) acc1: 92.8571 (91.5418) acc5: 100.0000 (99.4885) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 431.500 loss: 0.1948 (0.2638) acc1: 92.8571 (91.5390) acc5: 100.0000 (99.4834) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 436.767 loss: 0.3180 (0.2656) acc1: 92.8571 (91.4842) acc5: 100.0000 (99.4439) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 438.443 loss: 0.3186 (0.2664) acc1: 92.8571 (91.4659) acc5: 100.0000 (99.4571) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 437.030 loss: 0.2329 (0.2657) acc1: 92.8571 (91.4816) acc5: 100.0000 (99.4697) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 432.944 loss: 0.2042 (0.2651) acc1: 92.8571 (91.4804) acc5: 100.0000 (99.4817) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 436.481 loss: 0.2915 (0.2675) acc1: 92.8571 (91.4159) acc5: 100.0000 (99.4615) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 430.059 loss: 0.3330 (0.2686) acc1: 92.8571 (91.3697) acc5: 100.0000 (99.4422) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 430.012 loss: 0.2219 (0.2684) acc1: 92.8571 (91.3861) acc5: 100.0000 (99.4389) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 431.636 loss: 0.1511 (0.2664) acc1: 92.8571 (91.4315) acc5: 100.0000 (99.4505) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 437.232 loss: 0.1020 (0.2632) acc1: 92.8571 (91.5188) acc5: 100.0000 (99.4617) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 436.946 loss: 0.1020 (0.2620) acc1: 92.8571 (91.5740) acc5: 100.0000 (99.4725) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 437.196 loss: 0.1746 (0.2624) acc1: 92.8571 (91.5152) acc5: 100.0000 (99.4828) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 435.804 loss: 0.2385 (0.2636) acc1: 92.8571 (91.4999) acc5: 100.0000 (99.4927) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 437.411 loss: 0.2777 (0.2654) acc1: 85.7143 (91.3775) acc5: 100.0000 (99.4888) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 430.800 loss: 0.2548 (0.2655) acc1: 85.7143 (91.3652) acc5: 100.0000 (99.4983) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 431.414 loss: 0.2301 (0.2669) acc1: 85.7143 (91.2886) acc5: 100.0000 (99.4944) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 430.620 loss: 0.2608 (0.2683) acc1: 92.8571 (91.2529) acc5: 100.0000 (99.4907) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 434.440 loss: 0.2621 (0.2691) acc1: 92.8571 (91.2059) acc5: 100.0000 (99.4996) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 436.712 loss: 0.3212 (0.2689) acc1: 85.7143 (91.1974) acc5: 100.0000 (99.5082) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [17] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 437.313 loss: 0.2863 (0.2693) acc1: 92.8571 (91.1772) acc5: 100.0000 (99.5045) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [17] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 434.736 loss: 0.2121 (0.2690) acc1: 92.8571 (91.1814) acc5: 100.0000 (99.5127) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 433.443 loss: 0.1773 (0.2690) acc1: 92.8571 (91.1854) acc5: 100.0000 (99.5207) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 435.313 loss: 0.1909 (0.2691) acc1: 92.8571 (91.1548) acc5: 100.0000 (99.5284) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 431.957 loss: 0.1909 (0.2681) acc1: 92.8571 (91.1818) acc5: 100.0000 (99.5246) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 433.162 loss: 0.1560 (0.2695) acc1: 92.8571 (91.1411) acc5: 100.0000 (99.5208) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 435.704 loss: 0.2359 (0.2712) acc1: 85.7143 (91.1345) acc5: 100.0000 (99.5172) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 433.171 loss: 0.2575 (0.2732) acc1: 85.7143 (91.0417) acc5: 100.0000 (99.5245) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 435.769 loss: 0.3384 (0.2738) acc1: 85.7143 (91.0049) acc5: 100.0000 (99.5210) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 432.364 loss: 0.2790 (0.2744) acc1: 85.7143 (90.9797) acc5: 100.0000 (99.5070) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 439.668 loss: 0.1847 (0.2737) acc1: 92.8571 (90.9861) acc5: 100.0000 (99.5038) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [17] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 439.944 loss: 0.2235 (0.2732) acc1: 92.8571 (91.0026) acc5: 100.0000 (99.4905) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [17] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:56 loss: 1.6421 (1.6421) acc1: 64.2857 (64.2857) acc5: 71.4286 (71.4286) time: 1.0380 data: 1.0187 max mem: 1119 Test: [100/806] eta: 0:00:16 loss: 0.8888 (3.1264) acc1: 57.1429 (45.1909) acc5: 100.0000 (72.7723) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.7966 (3.6076) acc1: 42.8571 (40.0498) acc5: 85.7143 (70.1848) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:08 loss: 1.9907 (3.4749) acc1: 42.8571 (39.5586) acc5: 85.7143 (70.9065) time: 0.0125 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.1718 (3.2862) acc1: 64.2857 (41.3431) acc5: 100.0000 (72.5151) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.9836 (3.2243) acc1: 42.8571 (41.5597) acc5: 92.8571 (73.0396) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 2.0264 (3.1675) acc1: 35.7143 (42.0014) acc5: 92.8571 (73.7461) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.1592 (3.1790) acc1: 21.4286 (42.4496) acc5: 64.2857 (73.5480) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.2277 (3.1812) acc1: 42.8571 (43.2406) acc5: 92.8571 (74.0146) time: 0.0121 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 43.235 Clip Acc@5 73.995 * Video Acc@1 0.666667 * Class Acc@1 [0.4, 0.4, 0.06666666666666667, 0.13333333333333333, 0.21428571428571427, 0.35714285714285715, 0.5714285714285714, 0.8, 0.6, 0.8666666666666667, 1.0, 1.0, 1.0, 1.0, 0.7333333333333333, 0.8666666666666667, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [18] [ 0/702] eta: 0:12:27 lr: 0.01 clips/s: 322.111 loss: 0.2506 (0.2506) acc1: 85.7143 (85.7143) acc5: 100.0000 (100.0000) time: 1.0644 data: 1.0208 max mem: 1119 Epoch: [18] [ 10/702] eta: 0:01:27 lr: 0.01 clips/s: 437.271 loss: 0.3414 (0.3581) acc1: 85.7143 (87.6623) acc5: 100.0000 (98.7013) time: 0.1260 data: 0.0929 max mem: 1119 Epoch: [18] [ 20/702] eta: 0:00:55 lr: 0.01 clips/s: 435.652 loss: 0.2653 (0.3110) acc1: 92.8571 (88.7755) acc5: 100.0000 (99.3197) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [ 30/702] eta: 0:00:44 lr: 0.01 clips/s: 435.989 loss: 0.1723 (0.3025) acc1: 92.8571 (89.8618) acc5: 100.0000 (99.5392) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [ 40/702] eta: 0:00:38 lr: 0.01 clips/s: 434.386 loss: 0.1523 (0.2806) acc1: 92.8571 (90.0697) acc5: 100.0000 (99.4774) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [18] [ 50/702] eta: 0:00:34 lr: 0.01 clips/s: 434.437 loss: 0.1778 (0.2907) acc1: 92.8571 (89.6359) acc5: 100.0000 (99.4398) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [ 60/702] eta: 0:00:31 lr: 0.01 clips/s: 438.185 loss: 0.2345 (0.2849) acc1: 92.8571 (89.9297) acc5: 100.0000 (99.5316) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 441.280 loss: 0.1230 (0.2646) acc1: 92.8571 (90.7445) acc5: 100.0000 (99.4970) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 440.106 loss: 0.1827 (0.2675) acc1: 92.8571 (90.3880) acc5: 100.0000 (99.5591) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 440.311 loss: 0.2703 (0.2738) acc1: 85.7143 (90.0314) acc5: 100.0000 (99.5290) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [18] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 439.276 loss: 0.2493 (0.2714) acc1: 85.7143 (90.2405) acc5: 100.0000 (99.5757) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 435.963 loss: 0.1563 (0.2645) acc1: 92.8571 (90.6692) acc5: 100.0000 (99.6139) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 431.989 loss: 0.1164 (0.2571) acc1: 92.8571 (90.8501) acc5: 100.0000 (99.6458) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 435.436 loss: 0.1223 (0.2537) acc1: 92.8571 (91.0578) acc5: 100.0000 (99.6183) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [140/702] eta: 0:00:22 lr: 0.01 clips/s: 438.378 loss: 0.1320 (0.2571) acc1: 92.8571 (91.2867) acc5: 100.0000 (99.6454) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 436.180 loss: 0.1514 (0.2606) acc1: 92.8571 (91.2015) acc5: 100.0000 (99.6216) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 439.635 loss: 0.2226 (0.2585) acc1: 92.8571 (91.2600) acc5: 100.0000 (99.6007) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 439.138 loss: 0.2362 (0.2585) acc1: 92.8571 (91.1445) acc5: 100.0000 (99.5405) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 436.241 loss: 0.1719 (0.2592) acc1: 92.8571 (91.1997) acc5: 100.0000 (99.5264) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 436.488 loss: 0.1525 (0.2535) acc1: 92.8571 (91.3239) acc5: 100.0000 (99.5512) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 434.521 loss: 0.1632 (0.2516) acc1: 92.8571 (91.3646) acc5: 100.0000 (99.5736) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 435.362 loss: 0.2507 (0.2559) acc1: 92.8571 (91.3676) acc5: 100.0000 (99.5261) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 438.057 loss: 0.2566 (0.2576) acc1: 92.8571 (91.3381) acc5: 100.0000 (99.5475) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 439.855 loss: 0.2315 (0.2625) acc1: 92.8571 (91.2183) acc5: 100.0000 (99.5362) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 439.944 loss: 0.2012 (0.2630) acc1: 92.8571 (91.1381) acc5: 100.0000 (99.5554) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 438.087 loss: 0.2307 (0.2635) acc1: 85.7143 (91.1497) acc5: 100.0000 (99.5731) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 437.167 loss: 0.2679 (0.2622) acc1: 85.7143 (91.0509) acc5: 100.0000 (99.5895) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 437.522 loss: 0.2679 (0.2659) acc1: 85.7143 (90.9067) acc5: 100.0000 (99.6046) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 434.778 loss: 0.2435 (0.2668) acc1: 92.8571 (90.8490) acc5: 100.0000 (99.6187) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 427.666 loss: 0.1965 (0.2695) acc1: 92.8571 (90.7707) acc5: 100.0000 (99.6073) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [18] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 437.535 loss: 0.2185 (0.2677) acc1: 92.8571 (90.8163) acc5: 100.0000 (99.6203) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 437.917 loss: 0.1195 (0.2643) acc1: 92.8571 (90.9508) acc5: 100.0000 (99.6325) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 439.855 loss: 0.1894 (0.2667) acc1: 92.8571 (90.8767) acc5: 100.0000 (99.6217) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 440.251 loss: 0.2249 (0.2633) acc1: 92.8571 (90.9797) acc5: 100.0000 (99.6116) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 439.368 loss: 0.1221 (0.2619) acc1: 92.8571 (91.0348) acc5: 100.0000 (99.6230) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 437.317 loss: 0.1241 (0.2591) acc1: 92.8571 (91.1070) acc5: 100.0000 (99.6337) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [360/702] eta: 0:00:11 lr: 0.01 clips/s: 434.341 loss: 0.1344 (0.2598) acc1: 92.8571 (91.0764) acc5: 100.0000 (99.6438) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 434.981 loss: 0.2636 (0.2589) acc1: 92.8571 (91.1436) acc5: 100.0000 (99.6342) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 438.424 loss: 0.1779 (0.2586) acc1: 92.8571 (91.1511) acc5: 100.0000 (99.6438) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 436.209 loss: 0.1856 (0.2596) acc1: 92.8571 (91.1034) acc5: 100.0000 (99.6346) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [18] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 439.283 loss: 0.1935 (0.2583) acc1: 92.8571 (91.1293) acc5: 100.0000 (99.6437) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 438.604 loss: 0.1935 (0.2563) acc1: 92.8571 (91.1540) acc5: 100.0000 (99.6524) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 436.507 loss: 0.1812 (0.2557) acc1: 92.8571 (91.1775) acc5: 100.0000 (99.6437) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 434.785 loss: 0.1611 (0.2553) acc1: 92.8571 (91.2164) acc5: 100.0000 (99.6354) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 435.707 loss: 0.1285 (0.2533) acc1: 92.8571 (91.2698) acc5: 100.0000 (99.6437) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 434.627 loss: 0.1106 (0.2512) acc1: 92.8571 (91.3209) acc5: 100.0000 (99.6516) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 436.767 loss: 0.1067 (0.2498) acc1: 92.8571 (91.3697) acc5: 100.0000 (99.6591) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 438.882 loss: 0.1844 (0.2493) acc1: 92.8571 (91.3406) acc5: 100.0000 (99.6664) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 440.050 loss: 0.1855 (0.2487) acc1: 92.8571 (91.3276) acc5: 100.0000 (99.6584) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 439.552 loss: 0.1294 (0.2462) acc1: 92.8571 (91.4024) acc5: 100.0000 (99.6654) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 439.329 loss: 0.1294 (0.2442) acc1: 92.8571 (91.4457) acc5: 100.0000 (99.6721) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 435.749 loss: 0.1921 (0.2450) acc1: 92.8571 (91.3894) acc5: 100.0000 (99.6785) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 436.329 loss: 0.1896 (0.2444) acc1: 92.8571 (91.3902) acc5: 100.0000 (99.6847) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 431.586 loss: 0.1864 (0.2468) acc1: 92.8571 (91.2967) acc5: 100.0000 (99.6906) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 434.444 loss: 0.3104 (0.2481) acc1: 92.8571 (91.2992) acc5: 100.0000 (99.6699) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 439.293 loss: 0.2582 (0.2473) acc1: 92.8571 (91.3015) acc5: 100.0000 (99.6759) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 437.489 loss: 0.1344 (0.2457) acc1: 92.8571 (91.3802) acc5: 100.0000 (99.6817) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 440.228 loss: 0.0974 (0.2449) acc1: 92.8571 (91.4311) acc5: 100.0000 (99.6873) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 437.887 loss: 0.1337 (0.2451) acc1: 92.8571 (91.4187) acc5: 100.0000 (99.6804) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 439.595 loss: 0.1534 (0.2432) acc1: 92.8571 (91.4431) acc5: 100.0000 (99.6858) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 435.820 loss: 0.0715 (0.2420) acc1: 92.8571 (91.4785) acc5: 100.0000 (99.6791) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 435.229 loss: 0.1016 (0.2400) acc1: 92.8571 (91.5361) acc5: 100.0000 (99.6844) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 434.942 loss: 0.1176 (0.2401) acc1: 100.0000 (91.6034) acc5: 100.0000 (99.6664) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 435.381 loss: 0.1178 (0.2391) acc1: 100.0000 (91.6459) acc5: 100.0000 (99.6604) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 438.466 loss: 0.1445 (0.2391) acc1: 92.8571 (91.6425) acc5: 100.0000 (99.6434) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 439.941 loss: 0.1445 (0.2388) acc1: 92.8571 (91.6392) acc5: 100.0000 (99.6489) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 439.204 loss: 0.1601 (0.2394) acc1: 92.8571 (91.6252) acc5: 100.0000 (99.6434) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 434.039 loss: 0.2547 (0.2411) acc1: 92.8571 (91.5797) acc5: 100.0000 (99.6381) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 437.633 loss: 0.1398 (0.2404) acc1: 92.8571 (91.6195) acc5: 100.0000 (99.6329) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [18] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 437.379 loss: 0.1398 (0.2400) acc1: 92.8571 (91.6477) acc5: 100.0000 (99.6382) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [18] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 434.862 loss: 0.2406 (0.2403) acc1: 92.8571 (91.6650) acc5: 100.0000 (99.6332) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [18] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:48 loss: 1.5308 (1.5308) acc1: 64.2857 (64.2857) acc5: 78.5714 (78.5714) time: 1.0284 data: 1.0135 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.9590 (3.3288) acc1: 50.0000 (46.8175) acc5: 100.0000 (73.9745) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.0688 (3.6593) acc1: 42.8571 (42.5018) acc5: 92.8571 (73.5963) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.2861 (3.5198) acc1: 42.8571 (42.4775) acc5: 92.8571 (74.8695) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.5127 (3.3706) acc1: 71.4286 (43.7656) acc5: 100.0000 (76.1311) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.7747 (3.4268) acc1: 50.0000 (43.5130) acc5: 85.7143 (75.4206) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.5501 (3.4021) acc1: 42.8571 (44.1645) acc5: 100.0000 (76.0518) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.3684 (3.3641) acc1: 42.8571 (44.4263) acc5: 78.5714 (75.8508) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.5257 (3.3388) acc1: 50.0000 (44.9795) acc5: 85.7143 (76.0478) time: 0.0121 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 44.965 Clip Acc@5 75.983 * Video Acc@1 0.676768 * Class Acc@1 [0.06666666666666667, 0.3333333333333333, 0.0, 0.06666666666666667, 0.7142857142857143, 0.2857142857142857, 0.6428571428571429, 0.8, 0.5333333333333333, 1.0, 1.0, 1.0, 0.8666666666666667, 1.0, 0.6666666666666666, 1.0, 0.6, 0.9333333333333333, 1.0, 1.0] Epoch: [19] [ 0/702] eta: 0:12:21 lr: 0.01 clips/s: 328.545 loss: 0.1835 (0.1835) acc1: 92.8571 (92.8571) acc5: 100.0000 (100.0000) time: 1.0558 data: 1.0130 max mem: 1119 Epoch: [19] [ 10/702] eta: 0:01:26 lr: 0.01 clips/s: 441.028 loss: 0.1835 (0.1780) acc1: 92.8571 (92.8571) acc5: 100.0000 (100.0000) time: 0.1251 data: 0.0922 max mem: 1119 Epoch: [19] [ 20/702] eta: 0:00:55 lr: 0.01 clips/s: 439.661 loss: 0.1198 (0.1672) acc1: 92.8571 (93.8775) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [19] [ 30/702] eta: 0:00:43 lr: 0.01 clips/s: 395.295 loss: 0.1309 (0.1796) acc1: 92.8571 (93.3180) acc5: 100.0000 (99.7696) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [ 40/702] eta: 0:00:37 lr: 0.01 clips/s: 434.730 loss: 0.1320 (0.1660) acc1: 92.8571 (93.7282) acc5: 100.0000 (99.8258) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [ 50/702] eta: 0:00:34 lr: 0.01 clips/s: 434.810 loss: 0.1511 (0.1916) acc1: 92.8571 (92.9972) acc5: 100.0000 (99.7199) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [19] [ 60/702] eta: 0:00:31 lr: 0.01 clips/s: 434.534 loss: 0.2172 (0.1985) acc1: 92.8571 (92.8571) acc5: 100.0000 (99.7658) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [19] [ 70/702] eta: 0:00:29 lr: 0.01 clips/s: 439.263 loss: 0.1580 (0.2029) acc1: 92.8571 (92.8571) acc5: 100.0000 (99.7988) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [19] [ 80/702] eta: 0:00:27 lr: 0.01 clips/s: 439.915 loss: 0.1944 (0.2076) acc1: 92.8571 (92.6808) acc5: 100.0000 (99.8236) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [19] [ 90/702] eta: 0:00:26 lr: 0.01 clips/s: 438.764 loss: 0.1858 (0.2120) acc1: 92.8571 (92.3862) acc5: 100.0000 (99.8430) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [100/702] eta: 0:00:25 lr: 0.01 clips/s: 439.059 loss: 0.1670 (0.2272) acc1: 92.8571 (91.9378) acc5: 100.0000 (99.7171) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [110/702] eta: 0:00:24 lr: 0.01 clips/s: 437.030 loss: 0.1716 (0.2265) acc1: 92.8571 (91.8919) acc5: 100.0000 (99.6782) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [19] [120/702] eta: 0:00:23 lr: 0.01 clips/s: 430.258 loss: 0.1564 (0.2296) acc1: 92.8571 (92.0307) acc5: 100.0000 (99.5868) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [19] [130/702] eta: 0:00:22 lr: 0.01 clips/s: 434.466 loss: 0.1383 (0.2351) acc1: 92.8571 (92.0938) acc5: 100.0000 (99.6183) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [140/702] eta: 0:00:22 lr: 0.01 clips/s: 437.966 loss: 0.1482 (0.2369) acc1: 92.8571 (92.0466) acc5: 100.0000 (99.6454) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [150/702] eta: 0:00:21 lr: 0.01 clips/s: 437.515 loss: 0.1768 (0.2340) acc1: 92.8571 (92.1476) acc5: 100.0000 (99.6689) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [160/702] eta: 0:00:20 lr: 0.01 clips/s: 435.171 loss: 0.1513 (0.2380) acc1: 92.8571 (92.0142) acc5: 100.0000 (99.6451) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [19] [170/702] eta: 0:00:20 lr: 0.01 clips/s: 431.913 loss: 0.1131 (0.2346) acc1: 92.8571 (92.1470) acc5: 100.0000 (99.6658) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [19] [180/702] eta: 0:00:19 lr: 0.01 clips/s: 433.744 loss: 0.1927 (0.2422) acc1: 85.7143 (91.9495) acc5: 100.0000 (99.6843) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [190/702] eta: 0:00:19 lr: 0.01 clips/s: 435.352 loss: 0.2490 (0.2475) acc1: 85.7143 (91.9222) acc5: 100.0000 (99.6260) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [200/702] eta: 0:00:18 lr: 0.01 clips/s: 437.630 loss: 0.1847 (0.2491) acc1: 92.8571 (91.8621) acc5: 100.0000 (99.6446) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [210/702] eta: 0:00:18 lr: 0.01 clips/s: 436.390 loss: 0.1847 (0.2486) acc1: 92.8571 (91.8077) acc5: 100.0000 (99.6615) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [220/702] eta: 0:00:17 lr: 0.01 clips/s: 434.907 loss: 0.1763 (0.2463) acc1: 92.8571 (91.9845) acc5: 100.0000 (99.6768) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [230/702] eta: 0:00:17 lr: 0.01 clips/s: 433.641 loss: 0.1749 (0.2460) acc1: 92.8571 (92.0223) acc5: 100.0000 (99.5980) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [240/702] eta: 0:00:16 lr: 0.01 clips/s: 436.361 loss: 0.2455 (0.2483) acc1: 92.8571 (91.9976) acc5: 100.0000 (99.6147) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [19] [250/702] eta: 0:00:16 lr: 0.01 clips/s: 437.548 loss: 0.2693 (0.2486) acc1: 92.8571 (91.9180) acc5: 100.0000 (99.6016) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [260/702] eta: 0:00:15 lr: 0.01 clips/s: 437.193 loss: 0.1372 (0.2469) acc1: 92.8571 (92.0361) acc5: 100.0000 (99.5895) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [270/702] eta: 0:00:15 lr: 0.01 clips/s: 431.694 loss: 0.1425 (0.2448) acc1: 92.8571 (92.0401) acc5: 100.0000 (99.6046) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [280/702] eta: 0:00:15 lr: 0.01 clips/s: 436.501 loss: 0.2125 (0.2507) acc1: 92.8571 (91.8404) acc5: 100.0000 (99.5933) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [290/702] eta: 0:00:14 lr: 0.01 clips/s: 438.509 loss: 0.2656 (0.2537) acc1: 92.8571 (91.8017) acc5: 100.0000 (99.5827) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [300/702] eta: 0:00:14 lr: 0.01 clips/s: 441.549 loss: 0.2608 (0.2575) acc1: 92.8571 (91.6944) acc5: 100.0000 (99.5491) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [310/702] eta: 0:00:13 lr: 0.01 clips/s: 437.219 loss: 0.2549 (0.2551) acc1: 92.8571 (91.7088) acc5: 100.0000 (99.5636) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [320/702] eta: 0:00:13 lr: 0.01 clips/s: 432.469 loss: 0.1252 (0.2525) acc1: 92.8571 (91.7223) acc5: 100.0000 (99.5772) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [330/702] eta: 0:00:13 lr: 0.01 clips/s: 433.981 loss: 0.1795 (0.2522) acc1: 92.8571 (91.6918) acc5: 100.0000 (99.5900) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [340/702] eta: 0:00:12 lr: 0.01 clips/s: 438.237 loss: 0.1487 (0.2491) acc1: 92.8571 (91.7889) acc5: 100.0000 (99.6020) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [350/702] eta: 0:00:12 lr: 0.01 clips/s: 438.378 loss: 0.0786 (0.2448) acc1: 100.0000 (91.9617) acc5: 100.0000 (99.6133) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [360/702] eta: 0:00:12 lr: 0.01 clips/s: 436.656 loss: 0.0573 (0.2419) acc1: 100.0000 (92.0855) acc5: 100.0000 (99.6241) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [370/702] eta: 0:00:11 lr: 0.01 clips/s: 431.576 loss: 0.0861 (0.2392) acc1: 100.0000 (92.1833) acc5: 100.0000 (99.6342) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [380/702] eta: 0:00:11 lr: 0.01 clips/s: 431.789 loss: 0.0966 (0.2390) acc1: 92.8571 (92.1447) acc5: 100.0000 (99.6438) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [390/702] eta: 0:00:10 lr: 0.01 clips/s: 437.698 loss: 0.0979 (0.2378) acc1: 92.8571 (92.1812) acc5: 100.0000 (99.6529) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [400/702] eta: 0:00:10 lr: 0.01 clips/s: 437.369 loss: 0.1029 (0.2360) acc1: 92.8571 (92.2337) acc5: 100.0000 (99.6616) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [410/702] eta: 0:00:10 lr: 0.01 clips/s: 436.936 loss: 0.1263 (0.2342) acc1: 92.8571 (92.3358) acc5: 100.0000 (99.6524) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [420/702] eta: 0:00:09 lr: 0.01 clips/s: 432.747 loss: 0.1917 (0.2344) acc1: 92.8571 (92.2803) acc5: 100.0000 (99.6607) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [430/702] eta: 0:00:09 lr: 0.01 clips/s: 432.750 loss: 0.1565 (0.2319) acc1: 92.8571 (92.3600) acc5: 100.0000 (99.6685) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [440/702] eta: 0:00:09 lr: 0.01 clips/s: 436.822 loss: 0.0632 (0.2294) acc1: 100.0000 (92.4684) acc5: 100.0000 (99.6599) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [450/702] eta: 0:00:08 lr: 0.01 clips/s: 438.322 loss: 0.1115 (0.2316) acc1: 100.0000 (92.3978) acc5: 100.0000 (99.6357) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [460/702] eta: 0:00:08 lr: 0.01 clips/s: 436.290 loss: 0.1489 (0.2334) acc1: 92.8571 (92.3768) acc5: 100.0000 (99.6281) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [470/702] eta: 0:00:07 lr: 0.01 clips/s: 435.158 loss: 0.1394 (0.2326) acc1: 92.8571 (92.3870) acc5: 100.0000 (99.6209) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [480/702] eta: 0:00:07 lr: 0.01 clips/s: 432.317 loss: 0.0763 (0.2311) acc1: 100.0000 (92.4265) acc5: 100.0000 (99.6287) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [490/702] eta: 0:00:07 lr: 0.01 clips/s: 435.052 loss: 0.1183 (0.2323) acc1: 92.8571 (92.3771) acc5: 100.0000 (99.6363) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [500/702] eta: 0:00:06 lr: 0.01 clips/s: 438.440 loss: 0.1999 (0.2319) acc1: 92.8571 (92.3724) acc5: 100.0000 (99.6436) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [510/702] eta: 0:00:06 lr: 0.01 clips/s: 436.358 loss: 0.2136 (0.2315) acc1: 92.8571 (92.3819) acc5: 100.0000 (99.6366) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [520/702] eta: 0:00:06 lr: 0.01 clips/s: 431.453 loss: 0.2136 (0.2312) acc1: 92.8571 (92.4047) acc5: 100.0000 (99.6298) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [19] [530/702] eta: 0:00:05 lr: 0.01 clips/s: 435.042 loss: 0.1263 (0.2296) acc1: 92.8571 (92.4536) acc5: 100.0000 (99.6368) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [19] [540/702] eta: 0:00:05 lr: 0.01 clips/s: 438.214 loss: 0.1053 (0.2283) acc1: 100.0000 (92.5007) acc5: 100.0000 (99.6303) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [550/702] eta: 0:00:05 lr: 0.01 clips/s: 438.420 loss: 0.1156 (0.2270) acc1: 92.8571 (92.5331) acc5: 100.0000 (99.6370) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [560/702] eta: 0:00:04 lr: 0.01 clips/s: 433.533 loss: 0.1339 (0.2265) acc1: 92.8571 (92.5388) acc5: 100.0000 (99.6435) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [19] [570/702] eta: 0:00:04 lr: 0.01 clips/s: 429.615 loss: 0.1768 (0.2278) acc1: 92.8571 (92.4694) acc5: 100.0000 (99.6497) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [580/702] eta: 0:00:04 lr: 0.01 clips/s: 436.832 loss: 0.2695 (0.2306) acc1: 85.7143 (92.3777) acc5: 100.0000 (99.6558) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [590/702] eta: 0:00:03 lr: 0.01 clips/s: 437.323 loss: 0.2572 (0.2323) acc1: 92.8571 (92.3254) acc5: 100.0000 (99.6495) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [600/702] eta: 0:00:03 lr: 0.01 clips/s: 436.290 loss: 0.2702 (0.2335) acc1: 92.8571 (92.2629) acc5: 100.0000 (99.6553) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [19] [610/702] eta: 0:00:03 lr: 0.01 clips/s: 428.056 loss: 0.2880 (0.2353) acc1: 92.8571 (92.2375) acc5: 100.0000 (99.6376) time: 0.0325 data: 0.0001 max mem: 1119 Epoch: [19] [620/702] eta: 0:00:02 lr: 0.01 clips/s: 437.900 loss: 0.2209 (0.2350) acc1: 92.8571 (92.2015) acc5: 100.0000 (99.6319) time: 0.0325 data: 0.0001 max mem: 1119 Epoch: [19] [630/702] eta: 0:00:02 lr: 0.01 clips/s: 438.273 loss: 0.2324 (0.2372) acc1: 85.7143 (92.1213) acc5: 100.0000 (99.6264) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [640/702] eta: 0:00:02 lr: 0.01 clips/s: 436.105 loss: 0.3016 (0.2380) acc1: 85.7143 (92.0771) acc5: 100.0000 (99.6211) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [650/702] eta: 0:00:01 lr: 0.01 clips/s: 431.481 loss: 0.2073 (0.2377) acc1: 92.8571 (92.1001) acc5: 100.0000 (99.6269) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [660/702] eta: 0:00:01 lr: 0.01 clips/s: 432.253 loss: 0.1474 (0.2374) acc1: 92.8571 (92.1223) acc5: 100.0000 (99.6218) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [670/702] eta: 0:00:01 lr: 0.01 clips/s: 436.108 loss: 0.1471 (0.2361) acc1: 92.8571 (92.1652) acc5: 100.0000 (99.6274) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [680/702] eta: 0:00:00 lr: 0.01 clips/s: 432.664 loss: 0.1185 (0.2376) acc1: 92.8571 (92.1229) acc5: 100.0000 (99.6224) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [19] [690/702] eta: 0:00:00 lr: 0.01 clips/s: 439.191 loss: 0.3489 (0.2381) acc1: 92.8571 (92.1025) acc5: 100.0000 (99.6175) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [19] [700/702] eta: 0:00:00 lr: 0.01 clips/s: 439.911 loss: 0.1982 (0.2372) acc1: 92.8571 (92.1235) acc5: 100.0000 (99.6230) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [19] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:55 loss: 2.0992 (2.0992) acc1: 64.2857 (64.2857) acc5: 71.4286 (71.4286) time: 1.0360 data: 1.0186 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.8555 (3.7167) acc1: 50.0000 (44.2716) acc5: 100.0000 (73.4795) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.1181 (4.3357) acc1: 28.5714 (38.4506) acc5: 78.5714 (68.8344) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.4749 (3.9881) acc1: 35.7143 (39.6773) acc5: 85.7143 (71.0726) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.4200 (3.8027) acc1: 57.1429 (41.0937) acc5: 100.0000 (72.8714) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.5365 (3.7367) acc1: 35.7143 (40.6900) acc5: 85.7143 (74.0804) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.7164 (3.6977) acc1: 57.1429 (41.4072) acc5: 92.8571 (74.7920) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 2.8993 (3.7013) acc1: 14.2857 (41.6446) acc5: 78.5714 (74.8115) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.2606 (3.6940) acc1: 64.2857 (42.3132) acc5: 92.8571 (75.2809) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 42.303 Clip Acc@5 75.246 * Video Acc@1 0.592593 * Class Acc@1 [0.2, 0.3333333333333333, 0.06666666666666667, 0.26666666666666666, 0.07142857142857142, 0.2857142857142857, 0.6428571428571429, 1.0, 0.2, 1.0, 1.0, 0.7333333333333333, 0.9333333333333333, 0.8666666666666667, 0.3333333333333333, 0.9333333333333333, 0.3333333333333333, 0.6666666666666666, 0.9333333333333333, 1.0] Epoch: [20] [ 0/702] eta: 0:12:15 lr: 0.001 clips/s: 342.163 loss: 0.0386 (0.0386) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0484 data: 1.0073 max mem: 1119 Epoch: [20] [ 10/702] eta: 0:01:26 lr: 0.001 clips/s: 432.247 loss: 0.1732 (0.1555) acc1: 92.8571 (94.8052) acc5: 100.0000 (100.0000) time: 0.1247 data: 0.0917 max mem: 1119 Epoch: [20] [ 20/702] eta: 0:00:54 lr: 0.001 clips/s: 433.453 loss: 0.0859 (0.1387) acc1: 100.0000 (95.9184) acc5: 100.0000 (99.3197) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [20] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 435.998 loss: 0.0733 (0.1548) acc1: 100.0000 (95.3917) acc5: 100.0000 (99.5392) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 438.574 loss: 0.1704 (0.1656) acc1: 92.8571 (94.2509) acc5: 100.0000 (99.6516) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [ 50/702] eta: 0:00:33 lr: 0.001 clips/s: 438.817 loss: 0.2145 (0.1757) acc1: 92.8571 (93.9776) acc5: 100.0000 (99.4398) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 441.167 loss: 0.1070 (0.1649) acc1: 92.8571 (94.3794) acc5: 100.0000 (99.5316) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 439.099 loss: 0.0850 (0.1596) acc1: 92.8571 (94.4668) acc5: 100.0000 (99.5976) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 440.469 loss: 0.0852 (0.1543) acc1: 92.8571 (94.7090) acc5: 100.0000 (99.6473) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 438.453 loss: 0.0656 (0.1478) acc1: 100.0000 (94.8195) acc5: 100.0000 (99.6860) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 434.572 loss: 0.0665 (0.1414) acc1: 100.0000 (95.1202) acc5: 100.0000 (99.7171) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 436.686 loss: 0.0896 (0.1389) acc1: 100.0000 (95.1094) acc5: 100.0000 (99.7426) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 431.967 loss: 0.0719 (0.1345) acc1: 92.8571 (95.2774) acc5: 100.0000 (99.7639) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 437.561 loss: 0.0587 (0.1301) acc1: 100.0000 (95.4198) acc5: 100.0000 (99.7819) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 439.381 loss: 0.0587 (0.1280) acc1: 100.0000 (95.5420) acc5: 100.0000 (99.7974) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 440.876 loss: 0.0225 (0.1245) acc1: 100.0000 (95.7427) acc5: 100.0000 (99.7635) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 439.319 loss: 0.0301 (0.1194) acc1: 100.0000 (95.9627) acc5: 100.0000 (99.7782) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 440.066 loss: 0.0397 (0.1221) acc1: 100.0000 (95.7811) acc5: 100.0000 (99.7911) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 440.489 loss: 0.0397 (0.1190) acc1: 100.0000 (95.8958) acc5: 100.0000 (99.8027) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 435.798 loss: 0.0429 (0.1182) acc1: 100.0000 (95.8863) acc5: 100.0000 (99.8130) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 435.284 loss: 0.0381 (0.1159) acc1: 100.0000 (95.9844) acc5: 100.0000 (99.8223) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 432.855 loss: 0.0480 (0.1138) acc1: 100.0000 (96.0393) acc5: 100.0000 (99.8307) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 434.595 loss: 0.0517 (0.1125) acc1: 100.0000 (96.1215) acc5: 100.0000 (99.8384) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 438.424 loss: 0.0788 (0.1125) acc1: 100.0000 (96.0421) acc5: 100.0000 (99.8454) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 439.174 loss: 0.0861 (0.1112) acc1: 92.8571 (96.0581) acc5: 100.0000 (99.8518) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 440.869 loss: 0.0746 (0.1110) acc1: 100.0000 (96.0729) acc5: 100.0000 (99.8577) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 441.416 loss: 0.0494 (0.1091) acc1: 100.0000 (96.1959) acc5: 100.0000 (99.8632) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 440.122 loss: 0.0379 (0.1073) acc1: 100.0000 (96.2045) acc5: 100.0000 (99.8682) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 437.672 loss: 0.0602 (0.1070) acc1: 100.0000 (96.1871) acc5: 100.0000 (99.8729) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 437.675 loss: 0.0828 (0.1081) acc1: 92.8571 (96.0972) acc5: 100.0000 (99.8527) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 435.307 loss: 0.0333 (0.1060) acc1: 100.0000 (96.1794) acc5: 100.0000 (99.8576) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 431.779 loss: 0.0242 (0.1046) acc1: 100.0000 (96.2333) acc5: 100.0000 (99.8622) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 428.919 loss: 0.0195 (0.1036) acc1: 100.0000 (96.2394) acc5: 100.0000 (99.8665) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 440.691 loss: 0.0282 (0.1032) acc1: 100.0000 (96.2667) acc5: 100.0000 (99.8705) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [20] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 435.271 loss: 0.0211 (0.1025) acc1: 100.0000 (96.3134) acc5: 100.0000 (99.8743) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 440.529 loss: 0.0316 (0.1030) acc1: 100.0000 (96.2759) acc5: 100.0000 (99.8779) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 439.602 loss: 0.0471 (0.1018) acc1: 100.0000 (96.3395) acc5: 100.0000 (99.8813) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 438.830 loss: 0.0471 (0.1011) acc1: 100.0000 (96.3804) acc5: 100.0000 (99.8845) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 439.188 loss: 0.0552 (0.1001) acc1: 100.0000 (96.4379) acc5: 100.0000 (99.8875) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 434.765 loss: 0.0559 (0.1013) acc1: 100.0000 (96.3829) acc5: 100.0000 (99.8904) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 433.142 loss: 0.0590 (0.1006) acc1: 100.0000 (96.4375) acc5: 100.0000 (99.8931) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 437.636 loss: 0.0378 (0.1002) acc1: 100.0000 (96.4720) acc5: 100.0000 (99.8957) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 437.076 loss: 0.0312 (0.0992) acc1: 100.0000 (96.5219) acc5: 100.0000 (99.8982) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 440.658 loss: 0.0405 (0.0988) acc1: 100.0000 (96.5363) acc5: 100.0000 (99.9006) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 438.103 loss: 0.0683 (0.0981) acc1: 100.0000 (96.5339) acc5: 100.0000 (99.9028) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 439.444 loss: 0.0493 (0.0974) acc1: 100.0000 (96.5632) acc5: 100.0000 (99.9050) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 436.459 loss: 0.0290 (0.0964) acc1: 100.0000 (96.5758) acc5: 100.0000 (99.9070) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 426.291 loss: 0.0247 (0.0968) acc1: 100.0000 (96.5726) acc5: 100.0000 (99.9090) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 432.664 loss: 0.0447 (0.0970) acc1: 100.0000 (96.5696) acc5: 100.0000 (99.9109) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 435.242 loss: 0.0662 (0.0968) acc1: 92.8571 (96.5668) acc5: 100.0000 (99.9127) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 438.656 loss: 0.0603 (0.0957) acc1: 100.0000 (96.5925) acc5: 100.0000 (99.9145) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 440.307 loss: 0.0103 (0.0956) acc1: 100.0000 (96.6033) acc5: 100.0000 (99.9161) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 439.161 loss: 0.0655 (0.0956) acc1: 100.0000 (96.6137) acc5: 100.0000 (99.9177) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 437.874 loss: 0.0258 (0.0946) acc1: 100.0000 (96.6640) acc5: 100.0000 (99.9193) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 438.129 loss: 0.0240 (0.0934) acc1: 100.0000 (96.7124) acc5: 100.0000 (99.9208) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 435.123 loss: 0.0331 (0.0926) acc1: 100.0000 (96.7462) acc5: 100.0000 (99.9222) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 433.786 loss: 0.0258 (0.0917) acc1: 100.0000 (96.7914) acc5: 100.0000 (99.9236) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 435.536 loss: 0.0278 (0.0917) acc1: 100.0000 (96.7601) acc5: 100.0000 (99.9249) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 438.787 loss: 0.0278 (0.0913) acc1: 100.0000 (96.7790) acc5: 100.0000 (99.9262) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 440.628 loss: 0.0172 (0.0904) acc1: 100.0000 (96.8093) acc5: 100.0000 (99.9275) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 441.536 loss: 0.0370 (0.0904) acc1: 100.0000 (96.8148) acc5: 100.0000 (99.9287) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 439.760 loss: 0.0440 (0.0896) acc1: 100.0000 (96.8202) acc5: 100.0000 (99.9299) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 437.701 loss: 0.0302 (0.0891) acc1: 100.0000 (96.8369) acc5: 100.0000 (99.9310) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 438.600 loss: 0.0226 (0.0887) acc1: 100.0000 (96.8417) acc5: 100.0000 (99.9321) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 434.498 loss: 0.0459 (0.0900) acc1: 100.0000 (96.8019) acc5: 100.0000 (99.9331) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 438.106 loss: 0.0549 (0.0897) acc1: 100.0000 (96.8071) acc5: 100.0000 (99.9342) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 434.785 loss: 0.0564 (0.0895) acc1: 100.0000 (96.7906) acc5: 100.0000 (99.9352) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 435.652 loss: 0.0629 (0.0893) acc1: 100.0000 (96.7958) acc5: 100.0000 (99.9361) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [20] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 437.966 loss: 0.0385 (0.0891) acc1: 100.0000 (96.8114) acc5: 100.0000 (99.9371) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 438.538 loss: 0.0353 (0.0887) acc1: 100.0000 (96.8369) acc5: 100.0000 (99.9380) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [20] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 439.312 loss: 0.0386 (0.0884) acc1: 100.0000 (96.8514) acc5: 100.0000 (99.9389) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [20] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:52 loss: 1.5076 (1.5076) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 1.0334 data: 1.0161 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.8841 (3.8423) acc1: 78.5714 (47.1711) acc5: 100.0000 (75.1061) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.0996 (4.3387) acc1: 35.7143 (41.3291) acc5: 92.8571 (71.7484) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:08 loss: 2.3321 (4.0378) acc1: 42.8571 (42.3825) acc5: 85.7143 (73.8728) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.5366 (3.8629) acc1: 64.2857 (43.9259) acc5: 100.0000 (75.3652) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.9442 (3.8268) acc1: 35.7143 (43.5557) acc5: 85.7143 (75.8911) time: 0.0125 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.3641 (3.7635) acc1: 57.1429 (44.1288) acc5: 85.7143 (76.5034) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.2135 (3.7636) acc1: 35.7143 (44.4365) acc5: 78.5714 (76.5437) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 1.9013 (3.7605) acc1: 50.0000 (44.8190) acc5: 92.8571 (76.7077) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 44.805 Clip Acc@5 76.701 * Video Acc@1 0.643098 * Class Acc@1 [0.2, 0.4666666666666667, 0.0, 0.2, 0.2857142857142857, 0.21428571428571427, 0.7142857142857143, 1.0, 0.26666666666666666, 1.0, 1.0, 0.8666666666666667, 1.0, 1.0, 0.4666666666666667, 0.9333333333333333, 0.4, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [21] [ 0/702] eta: 0:12:00 lr: 0.001 clips/s: 348.859 loss: 0.0373 (0.0373) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0266 data: 0.9863 max mem: 1119 Epoch: [21] [ 10/702] eta: 0:01:24 lr: 0.001 clips/s: 434.871 loss: 0.0435 (0.0759) acc1: 100.0000 (97.4026) acc5: 100.0000 (100.0000) time: 0.1226 data: 0.0897 max mem: 1119 Epoch: [21] [ 20/702] eta: 0:00:54 lr: 0.001 clips/s: 434.206 loss: 0.0253 (0.0723) acc1: 100.0000 (97.6190) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 434.739 loss: 0.0201 (0.0706) acc1: 100.0000 (97.2350) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 435.843 loss: 0.0311 (0.0669) acc1: 100.0000 (97.5610) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [ 50/702] eta: 0:00:33 lr: 0.001 clips/s: 439.664 loss: 0.0245 (0.0611) acc1: 100.0000 (97.7591) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 441.088 loss: 0.0251 (0.0641) acc1: 100.0000 (97.6581) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 441.575 loss: 0.0614 (0.0633) acc1: 100.0000 (97.5855) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 440.344 loss: 0.0578 (0.0664) acc1: 100.0000 (97.6190) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 439.378 loss: 0.0444 (0.0649) acc1: 100.0000 (97.7237) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 437.783 loss: 0.0465 (0.0643) acc1: 100.0000 (97.7369) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 434.981 loss: 0.0449 (0.0615) acc1: 100.0000 (97.8764) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 436.829 loss: 0.0103 (0.0600) acc1: 100.0000 (97.9929) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 436.147 loss: 0.0231 (0.0582) acc1: 100.0000 (98.0916) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 437.333 loss: 0.0564 (0.0615) acc1: 100.0000 (97.9230) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 440.734 loss: 0.0277 (0.0596) acc1: 100.0000 (97.9659) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 439.309 loss: 0.0173 (0.0585) acc1: 100.0000 (98.0035) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 439.188 loss: 0.0257 (0.0593) acc1: 100.0000 (97.9950) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 438.329 loss: 0.0271 (0.0589) acc1: 100.0000 (97.9479) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 433.843 loss: 0.0168 (0.0583) acc1: 100.0000 (97.9432) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 436.115 loss: 0.0256 (0.0583) acc1: 100.0000 (97.9389) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 434.572 loss: 0.0307 (0.0568) acc1: 100.0000 (98.0027) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 436.631 loss: 0.0373 (0.0572) acc1: 100.0000 (97.9961) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 438.312 loss: 0.0373 (0.0576) acc1: 100.0000 (97.9901) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 440.790 loss: 0.0387 (0.0583) acc1: 100.0000 (97.9549) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 439.648 loss: 0.0383 (0.0586) acc1: 100.0000 (97.9511) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 439.635 loss: 0.0363 (0.0606) acc1: 100.0000 (97.9201) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 437.356 loss: 0.0447 (0.0624) acc1: 100.0000 (97.8387) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 434.460 loss: 0.0447 (0.0632) acc1: 100.0000 (97.8393) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 431.662 loss: 0.0333 (0.0632) acc1: 100.0000 (97.8645) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 435.536 loss: 0.0189 (0.0620) acc1: 100.0000 (97.9355) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 438.417 loss: 0.0183 (0.0623) acc1: 100.0000 (97.9329) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 441.028 loss: 0.0241 (0.0613) acc1: 100.0000 (97.9751) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 440.532 loss: 0.0102 (0.0599) acc1: 100.0000 (98.0363) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 439.671 loss: 0.0197 (0.0600) acc1: 100.0000 (98.0519) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 439.849 loss: 0.0203 (0.0598) acc1: 100.0000 (98.0260) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 439.533 loss: 0.0327 (0.0602) acc1: 100.0000 (98.0016) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 435.116 loss: 0.0327 (0.0593) acc1: 100.0000 (98.0554) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 430.368 loss: 0.0153 (0.0585) acc1: 100.0000 (98.0877) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 433.139 loss: 0.0242 (0.0592) acc1: 100.0000 (98.0453) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 436.073 loss: 0.0233 (0.0585) acc1: 100.0000 (98.0584) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 439.684 loss: 0.0294 (0.0601) acc1: 100.0000 (98.0014) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 441.194 loss: 0.0527 (0.0599) acc1: 100.0000 (98.0149) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 438.748 loss: 0.0367 (0.0606) acc1: 100.0000 (98.0113) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 439.138 loss: 0.0537 (0.0611) acc1: 100.0000 (97.9916) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 438.319 loss: 0.0557 (0.0608) acc1: 100.0000 (98.0203) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 433.603 loss: 0.0199 (0.0604) acc1: 100.0000 (98.0322) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 436.845 loss: 0.0126 (0.0597) acc1: 100.0000 (98.0588) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 434.778 loss: 0.0115 (0.0594) acc1: 100.0000 (98.0695) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 436.998 loss: 0.0240 (0.0590) acc1: 100.0000 (98.0943) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 441.191 loss: 0.0251 (0.0589) acc1: 100.0000 (98.1038) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 439.487 loss: 0.0354 (0.0595) acc1: 100.0000 (98.0710) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 439.427 loss: 0.0245 (0.0592) acc1: 100.0000 (98.0669) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 439.280 loss: 0.0152 (0.0587) acc1: 100.0000 (98.0764) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 434.113 loss: 0.0167 (0.0585) acc1: 100.0000 (98.0988) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 436.786 loss: 0.0167 (0.0578) acc1: 100.0000 (98.1333) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 434.984 loss: 0.0177 (0.0581) acc1: 100.0000 (98.1156) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 436.507 loss: 0.0350 (0.0582) acc1: 100.0000 (98.1236) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 440.525 loss: 0.0342 (0.0583) acc1: 100.0000 (98.1190) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 438.902 loss: 0.0343 (0.0593) acc1: 100.0000 (98.0904) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 438.715 loss: 0.0334 (0.0587) acc1: 100.0000 (98.1103) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 437.313 loss: 0.0079 (0.0580) acc1: 100.0000 (98.1412) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 434.058 loss: 0.0113 (0.0574) acc1: 100.0000 (98.1712) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 433.123 loss: 0.0208 (0.0576) acc1: 100.0000 (98.1662) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 438.492 loss: 0.0197 (0.0573) acc1: 100.0000 (98.1725) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 435.982 loss: 0.0219 (0.0572) acc1: 100.0000 (98.1567) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 441.373 loss: 0.0226 (0.0569) acc1: 100.0000 (98.1630) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 440.066 loss: 0.0273 (0.0568) acc1: 100.0000 (98.1690) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 437.398 loss: 0.0319 (0.0565) acc1: 100.0000 (98.1750) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 438.505 loss: 0.0111 (0.0559) acc1: 100.0000 (98.2014) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [21] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 436.167 loss: 0.0141 (0.0558) acc1: 100.0000 (98.1965) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [21] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:44 loss: 1.7886 (1.7886) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 1.0231 data: 1.0056 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.8011 (4.2450) acc1: 71.4286 (48.0198) acc5: 100.0000 (76.2376) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.8150 (4.8553) acc1: 35.7143 (41.8977) acc5: 85.7143 (72.2104) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.3567 (4.5149) acc1: 50.0000 (43.0233) acc5: 92.8571 (74.3474) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.4982 (4.2939) acc1: 64.2857 (44.4247) acc5: 100.0000 (75.8995) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.7983 (4.2242) acc1: 50.0000 (44.2829) acc5: 92.8571 (76.0622) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.9256 (4.1490) acc1: 57.1429 (44.7825) acc5: 92.8571 (76.8125) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.7703 (4.1268) acc1: 42.8571 (45.0886) acc5: 78.5714 (76.8902) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.3430 (4.1272) acc1: 50.0000 (45.3629) acc5: 92.8571 (77.1001) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.329 Clip Acc@5 77.083 * Video Acc@1 0.649832 * Class Acc@1 [0.2, 0.4666666666666667, 0.0, 0.2, 0.35714285714285715, 0.2857142857142857, 0.6428571428571429, 1.0, 0.26666666666666666, 0.9333333333333333, 1.0, 1.0, 1.0, 1.0, 0.5333333333333333, 0.9333333333333333, 0.3333333333333333, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [22] [ 0/702] eta: 0:12:09 lr: 0.001 clips/s: 354.253 loss: 0.0027 (0.0027) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0389 data: 0.9992 max mem: 1119 Epoch: [22] [ 10/702] eta: 0:01:25 lr: 0.001 clips/s: 434.920 loss: 0.0606 (0.0610) acc1: 100.0000 (96.7532) acc5: 100.0000 (100.0000) time: 0.1237 data: 0.0909 max mem: 1119 Epoch: [22] [ 20/702] eta: 0:00:54 lr: 0.001 clips/s: 440.568 loss: 0.0606 (0.0608) acc1: 100.0000 (97.6190) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 441.861 loss: 0.0412 (0.0656) acc1: 100.0000 (97.4654) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 439.710 loss: 0.0163 (0.0578) acc1: 100.0000 (97.9094) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [ 50/702] eta: 0:00:33 lr: 0.001 clips/s: 439.257 loss: 0.0163 (0.0594) acc1: 100.0000 (97.8992) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 433.190 loss: 0.0204 (0.0634) acc1: 100.0000 (97.6581) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 437.701 loss: 0.0258 (0.0614) acc1: 100.0000 (97.6861) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 435.113 loss: 0.0258 (0.0615) acc1: 100.0000 (97.6190) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 434.318 loss: 0.0248 (0.0585) acc1: 100.0000 (97.8022) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 434.572 loss: 0.0129 (0.0601) acc1: 100.0000 (97.6662) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 433.625 loss: 0.0217 (0.0593) acc1: 100.0000 (97.6834) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 441.094 loss: 0.0197 (0.0572) acc1: 100.0000 (97.8158) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 439.911 loss: 0.0175 (0.0584) acc1: 100.0000 (97.7644) acc5: 100.0000 (99.9455) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 441.472 loss: 0.0187 (0.0576) acc1: 100.0000 (97.7710) acc5: 100.0000 (99.9493) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 438.031 loss: 0.0109 (0.0587) acc1: 100.0000 (97.7294) acc5: 100.0000 (99.9527) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 439.490 loss: 0.0152 (0.0597) acc1: 100.0000 (97.6930) acc5: 100.0000 (99.9556) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 438.715 loss: 0.0302 (0.0576) acc1: 100.0000 (97.8279) acc5: 100.0000 (99.9582) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 431.662 loss: 0.0205 (0.0571) acc1: 100.0000 (97.7901) acc5: 100.0000 (99.9605) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 437.793 loss: 0.0236 (0.0578) acc1: 100.0000 (97.8310) acc5: 100.0000 (99.9626) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 432.651 loss: 0.0362 (0.0574) acc1: 100.0000 (97.8678) acc5: 100.0000 (99.9645) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 436.134 loss: 0.0471 (0.0597) acc1: 100.0000 (97.7319) acc5: 100.0000 (99.9661) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 435.097 loss: 0.0370 (0.0592) acc1: 100.0000 (97.7699) acc5: 100.0000 (99.9677) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 436.708 loss: 0.0264 (0.0586) acc1: 100.0000 (97.7737) acc5: 100.0000 (99.9691) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 440.892 loss: 0.0264 (0.0591) acc1: 100.0000 (97.7771) acc5: 100.0000 (99.9704) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 438.064 loss: 0.0169 (0.0591) acc1: 100.0000 (97.7803) acc5: 100.0000 (99.9715) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 438.768 loss: 0.0168 (0.0593) acc1: 100.0000 (97.7833) acc5: 100.0000 (99.9726) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 439.319 loss: 0.0359 (0.0587) acc1: 100.0000 (97.8123) acc5: 100.0000 (99.9736) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 436.946 loss: 0.0359 (0.0585) acc1: 100.0000 (97.7885) acc5: 100.0000 (99.9746) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 435.381 loss: 0.0508 (0.0600) acc1: 100.0000 (97.7172) acc5: 100.0000 (99.9755) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 435.513 loss: 0.0334 (0.0592) acc1: 100.0000 (97.7219) acc5: 100.0000 (99.9763) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 434.315 loss: 0.0190 (0.0596) acc1: 100.0000 (97.7492) acc5: 100.0000 (99.9770) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 439.030 loss: 0.0222 (0.0588) acc1: 100.0000 (97.7971) acc5: 100.0000 (99.9777) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 440.248 loss: 0.0163 (0.0581) acc1: 100.0000 (97.8420) acc5: 100.0000 (99.9784) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 439.727 loss: 0.0175 (0.0578) acc1: 100.0000 (97.8425) acc5: 100.0000 (99.9791) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 439.701 loss: 0.0344 (0.0573) acc1: 100.0000 (97.8836) acc5: 100.0000 (99.9796) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 435.358 loss: 0.0344 (0.0568) acc1: 100.0000 (97.9027) acc5: 100.0000 (99.9802) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 431.929 loss: 0.0424 (0.0566) acc1: 100.0000 (97.9207) acc5: 100.0000 (99.9807) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 434.501 loss: 0.0209 (0.0556) acc1: 100.0000 (97.9565) acc5: 100.0000 (99.9813) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 435.165 loss: 0.0140 (0.0552) acc1: 100.0000 (97.9722) acc5: 100.0000 (99.9817) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 438.692 loss: 0.0211 (0.0555) acc1: 100.0000 (97.9515) acc5: 100.0000 (99.9822) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 441.220 loss: 0.0458 (0.0559) acc1: 100.0000 (97.9145) acc5: 100.0000 (99.9826) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 439.967 loss: 0.0458 (0.0561) acc1: 100.0000 (97.9301) acc5: 100.0000 (99.9830) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 439.842 loss: 0.0219 (0.0558) acc1: 100.0000 (97.9616) acc5: 100.0000 (99.9834) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 437.509 loss: 0.0200 (0.0553) acc1: 100.0000 (97.9754) acc5: 100.0000 (99.9838) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 439.142 loss: 0.0257 (0.0562) acc1: 100.0000 (97.9411) acc5: 100.0000 (99.9842) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 437.300 loss: 0.0337 (0.0567) acc1: 100.0000 (97.9393) acc5: 100.0000 (99.9845) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 432.673 loss: 0.0471 (0.0568) acc1: 100.0000 (97.9527) acc5: 100.0000 (99.9848) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 435.181 loss: 0.0274 (0.0570) acc1: 100.0000 (97.9210) acc5: 100.0000 (99.9851) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 436.118 loss: 0.0274 (0.0568) acc1: 100.0000 (97.9342) acc5: 100.0000 (99.9855) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 436.063 loss: 0.0114 (0.0564) acc1: 100.0000 (97.9612) acc5: 100.0000 (99.9857) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 441.280 loss: 0.0216 (0.0566) acc1: 100.0000 (97.9452) acc5: 100.0000 (99.9860) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 436.965 loss: 0.0365 (0.0571) acc1: 100.0000 (97.9298) acc5: 100.0000 (99.9863) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 440.787 loss: 0.0243 (0.0570) acc1: 100.0000 (97.9419) acc5: 100.0000 (99.9865) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 439.911 loss: 0.0558 (0.0581) acc1: 100.0000 (97.9139) acc5: 100.0000 (99.9868) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 439.053 loss: 0.0558 (0.0577) acc1: 100.0000 (97.9258) acc5: 100.0000 (99.9870) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 429.295 loss: 0.0145 (0.0571) acc1: 100.0000 (97.9628) acc5: 100.0000 (99.9873) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 434.305 loss: 0.0237 (0.0568) acc1: 100.0000 (97.9985) acc5: 100.0000 (99.9875) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [22] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 434.251 loss: 0.0224 (0.0566) acc1: 100.0000 (98.0084) acc5: 100.0000 (99.9877) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 434.859 loss: 0.0150 (0.0564) acc1: 100.0000 (98.0179) acc5: 100.0000 (99.9879) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 438.512 loss: 0.0190 (0.0561) acc1: 100.0000 (98.0271) acc5: 100.0000 (99.9881) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 441.529 loss: 0.0051 (0.0553) acc1: 100.0000 (98.0594) acc5: 100.0000 (99.9883) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 431.960 loss: 0.0092 (0.0555) acc1: 100.0000 (98.0561) acc5: 100.0000 (99.9885) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 440.410 loss: 0.0160 (0.0554) acc1: 100.0000 (98.0756) acc5: 100.0000 (99.9887) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 440.017 loss: 0.0128 (0.0556) acc1: 100.0000 (98.0722) acc5: 100.0000 (99.9889) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 439.151 loss: 0.0109 (0.0554) acc1: 100.0000 (98.0799) acc5: 100.0000 (99.9890) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 436.916 loss: 0.0190 (0.0558) acc1: 100.0000 (98.0333) acc5: 100.0000 (99.9892) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 433.069 loss: 0.0225 (0.0554) acc1: 100.0000 (98.0626) acc5: 100.0000 (99.9894) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 435.013 loss: 0.0225 (0.0554) acc1: 100.0000 (98.0596) acc5: 100.0000 (99.9895) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 435.681 loss: 0.0054 (0.0551) acc1: 100.0000 (98.0463) acc5: 100.0000 (99.9897) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [22] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 435.436 loss: 0.0056 (0.0550) acc1: 100.0000 (98.0538) acc5: 100.0000 (99.9898) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [22] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:41 loss: 2.5170 (2.5170) acc1: 57.1429 (57.1429) acc5: 71.4286 (71.4286) time: 1.0189 data: 1.0026 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.0476 (3.9545) acc1: 64.2857 (48.7977) acc5: 100.0000 (76.9448) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.5956 (4.6185) acc1: 35.7143 (42.8571) acc5: 92.8571 (72.6368) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.1253 (4.2838) acc1: 50.0000 (43.6877) acc5: 92.8571 (75.2492) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.4097 (4.0605) acc1: 57.1429 (44.9590) acc5: 100.0000 (77.0039) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.8152 (3.9926) acc1: 50.0000 (44.7961) acc5: 85.7143 (77.3311) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.5762 (3.9412) acc1: 50.0000 (45.2104) acc5: 85.7143 (78.0010) time: 0.0125 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.9084 (3.9482) acc1: 28.5714 (45.4962) acc5: 78.5714 (77.8582) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.6468 (3.9436) acc1: 57.1429 (46.0407) acc5: 92.8571 (78.0007) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 46.012 Clip Acc@5 77.926 * Video Acc@1 0.649832 * Class Acc@1 [0.2, 0.6666666666666666, 0.0, 0.26666666666666666, 0.21428571428571427, 0.2857142857142857, 0.5714285714285714, 0.8666666666666667, 0.4, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.5333333333333333, 0.9333333333333333, 0.3333333333333333, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [23] [ 0/702] eta: 0:12:18 lr: 0.001 clips/s: 364.555 loss: 0.1673 (0.1673) acc1: 92.8571 (92.8571) acc5: 100.0000 (100.0000) time: 1.0521 data: 1.0136 max mem: 1119 Epoch: [23] [ 10/702] eta: 0:01:26 lr: 0.001 clips/s: 436.138 loss: 0.0535 (0.0615) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.1249 data: 0.0922 max mem: 1119 Epoch: [23] [ 20/702] eta: 0:00:55 lr: 0.001 clips/s: 438.381 loss: 0.0303 (0.0547) acc1: 100.0000 (98.2993) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 439.214 loss: 0.0241 (0.0527) acc1: 100.0000 (98.6175) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 439.497 loss: 0.0221 (0.0443) acc1: 100.0000 (98.9547) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [ 50/702] eta: 0:00:33 lr: 0.001 clips/s: 441.419 loss: 0.0108 (0.0451) acc1: 100.0000 (98.8796) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 436.747 loss: 0.0255 (0.0501) acc1: 100.0000 (98.8290) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 439.925 loss: 0.0323 (0.0493) acc1: 100.0000 (98.7928) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 439.220 loss: 0.0323 (0.0506) acc1: 100.0000 (98.5009) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 436.592 loss: 0.0294 (0.0505) acc1: 100.0000 (98.4301) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 435.029 loss: 0.0076 (0.0495) acc1: 100.0000 (98.4441) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 433.558 loss: 0.0076 (0.0485) acc1: 100.0000 (98.4556) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 435.403 loss: 0.0085 (0.0470) acc1: 100.0000 (98.5242) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 435.007 loss: 0.0315 (0.0489) acc1: 100.0000 (98.4733) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 440.099 loss: 0.0332 (0.0490) acc1: 100.0000 (98.4296) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 440.671 loss: 0.0234 (0.0480) acc1: 100.0000 (98.4863) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 440.235 loss: 0.0234 (0.0479) acc1: 100.0000 (98.4472) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 436.361 loss: 0.0110 (0.0465) acc1: 100.0000 (98.5380) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 437.659 loss: 0.0065 (0.0468) acc1: 100.0000 (98.4609) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 435.992 loss: 0.0097 (0.0469) acc1: 100.0000 (98.4293) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 436.471 loss: 0.0165 (0.0463) acc1: 100.0000 (98.4364) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 434.042 loss: 0.0143 (0.0450) acc1: 100.0000 (98.5105) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 433.869 loss: 0.0121 (0.0448) acc1: 100.0000 (98.5133) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 436.339 loss: 0.0148 (0.0458) acc1: 100.0000 (98.5158) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 437.832 loss: 0.0232 (0.0460) acc1: 100.0000 (98.5181) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 438.938 loss: 0.0167 (0.0451) acc1: 100.0000 (98.5487) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 440.717 loss: 0.0167 (0.0446) acc1: 100.0000 (98.5769) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 440.030 loss: 0.0132 (0.0436) acc1: 100.0000 (98.6294) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 438.064 loss: 0.0150 (0.0455) acc1: 100.0000 (98.5765) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 437.138 loss: 0.0155 (0.0444) acc1: 100.0000 (98.6254) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 434.939 loss: 0.0141 (0.0435) acc1: 100.0000 (98.6711) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 434.556 loss: 0.0155 (0.0428) acc1: 100.0000 (98.7138) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 434.900 loss: 0.0148 (0.0436) acc1: 100.0000 (98.7094) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 439.358 loss: 0.0345 (0.0440) acc1: 100.0000 (98.7052) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 438.784 loss: 0.0271 (0.0436) acc1: 100.0000 (98.7222) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 441.220 loss: 0.0246 (0.0458) acc1: 100.0000 (98.6365) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 440.763 loss: 0.0249 (0.0455) acc1: 100.0000 (98.6545) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 439.579 loss: 0.0249 (0.0468) acc1: 100.0000 (98.5753) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 437.304 loss: 0.0249 (0.0484) acc1: 100.0000 (98.5189) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 434.585 loss: 0.0049 (0.0474) acc1: 100.0000 (98.5568) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 432.820 loss: 0.0182 (0.0489) acc1: 100.0000 (98.4681) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 432.673 loss: 0.0352 (0.0497) acc1: 100.0000 (98.4532) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 435.226 loss: 0.0352 (0.0494) acc1: 100.0000 (98.4561) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 440.654 loss: 0.0231 (0.0489) acc1: 100.0000 (98.4753) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 440.644 loss: 0.0231 (0.0489) acc1: 100.0000 (98.4937) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [23] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 440.542 loss: 0.0159 (0.0484) acc1: 100.0000 (98.5112) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 438.715 loss: 0.0170 (0.0487) acc1: 100.0000 (98.5125) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 435.197 loss: 0.0288 (0.0491) acc1: 100.0000 (98.4986) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 434.463 loss: 0.0185 (0.0485) acc1: 100.0000 (98.5298) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 430.810 loss: 0.0094 (0.0479) acc1: 100.0000 (98.5452) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 435.523 loss: 0.0079 (0.0480) acc1: 100.0000 (98.5315) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 437.721 loss: 0.0403 (0.0481) acc1: 100.0000 (98.5323) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 441.204 loss: 0.0509 (0.0486) acc1: 100.0000 (98.4919) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 439.546 loss: 0.0055 (0.0480) acc1: 100.0000 (98.5203) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 440.238 loss: 0.0075 (0.0476) acc1: 100.0000 (98.5345) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 440.119 loss: 0.0111 (0.0472) acc1: 100.0000 (98.5481) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 439.490 loss: 0.0111 (0.0470) acc1: 100.0000 (98.5612) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 438.025 loss: 0.0186 (0.0465) acc1: 100.0000 (98.5739) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 433.149 loss: 0.0140 (0.0461) acc1: 100.0000 (98.5739) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 434.469 loss: 0.0133 (0.0459) acc1: 100.0000 (98.5738) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 435.898 loss: 0.0241 (0.0464) acc1: 100.0000 (98.5500) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 436.975 loss: 0.0346 (0.0468) acc1: 100.0000 (98.5270) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 441.098 loss: 0.0380 (0.0472) acc1: 100.0000 (98.5277) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 439.234 loss: 0.0226 (0.0469) acc1: 100.0000 (98.5397) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 440.522 loss: 0.0194 (0.0470) acc1: 100.0000 (98.5291) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 439.566 loss: 0.0254 (0.0468) acc1: 100.0000 (98.5517) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 437.379 loss: 0.0129 (0.0467) acc1: 100.0000 (98.5520) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 432.463 loss: 0.0262 (0.0467) acc1: 100.0000 (98.5523) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 433.200 loss: 0.0356 (0.0467) acc1: 100.0000 (98.5525) acc5: 100.0000 (100.0000) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [23] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 437.665 loss: 0.0312 (0.0467) acc1: 100.0000 (98.5425) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [23] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 440.297 loss: 0.0200 (0.0469) acc1: 100.0000 (98.5429) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [23] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:41 loss: 1.7471 (1.7471) acc1: 64.2857 (64.2857) acc5: 78.5714 (78.5714) time: 1.0187 data: 1.0005 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.1745 (4.1411) acc1: 71.4286 (47.5955) acc5: 100.0000 (74.9646) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.3415 (4.7631) acc1: 35.7143 (42.1109) acc5: 92.8571 (71.7839) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.5284 (4.4488) acc1: 42.8571 (42.9521) acc5: 85.7143 (73.8253) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.4687 (4.2251) acc1: 64.2857 (44.5137) acc5: 100.0000 (75.4542) time: 0.0122 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.2757 (4.1607) acc1: 50.0000 (44.5252) acc5: 85.7143 (75.8055) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.6950 (4.0918) acc1: 57.1429 (44.9608) acc5: 92.8571 (76.6342) time: 0.0125 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.0496 (4.0851) acc1: 35.7143 (45.2822) acc5: 78.5714 (76.6456) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.7086 (4.0771) acc1: 57.1429 (45.8266) acc5: 92.8571 (76.9039) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.799 Clip Acc@5 76.852 * Video Acc@1 0.663300 * Class Acc@1 [0.2, 0.4666666666666667, 0.0, 0.26666666666666666, 0.42857142857142855, 0.35714285714285715, 0.7142857142857143, 0.8666666666666667, 0.4666666666666667, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.8666666666666667, 0.3333333333333333, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [24] [ 0/702] eta: 0:12:21 lr: 0.001 clips/s: 345.946 loss: 0.0085 (0.0085) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0558 data: 1.0152 max mem: 1119 Epoch: [24] [ 10/702] eta: 0:01:26 lr: 0.001 clips/s: 432.530 loss: 0.0152 (0.0580) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.1252 data: 0.0924 max mem: 1119 Epoch: [24] [ 20/702] eta: 0:00:55 lr: 0.001 clips/s: 430.696 loss: 0.0152 (0.0517) acc1: 100.0000 (98.2993) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 440.050 loss: 0.0123 (0.0486) acc1: 100.0000 (98.1567) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 437.414 loss: 0.0142 (0.0450) acc1: 100.0000 (98.2578) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [ 50/702] eta: 0:00:34 lr: 0.001 clips/s: 439.770 loss: 0.0113 (0.0481) acc1: 100.0000 (98.3193) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 439.033 loss: 0.0125 (0.0463) acc1: 100.0000 (98.3607) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 437.541 loss: 0.0125 (0.0428) acc1: 100.0000 (98.4909) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 437.705 loss: 0.0082 (0.0418) acc1: 100.0000 (98.5891) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 432.272 loss: 0.0118 (0.0439) acc1: 100.0000 (98.5086) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 436.530 loss: 0.0067 (0.0423) acc1: 100.0000 (98.5149) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 436.193 loss: 0.0229 (0.0444) acc1: 100.0000 (98.5199) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 439.579 loss: 0.0276 (0.0440) acc1: 100.0000 (98.5242) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 439.822 loss: 0.0276 (0.0457) acc1: 100.0000 (98.4733) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 441.161 loss: 0.0587 (0.0469) acc1: 100.0000 (98.4802) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 439.915 loss: 0.0461 (0.0470) acc1: 100.0000 (98.4863) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 439.816 loss: 0.0083 (0.0468) acc1: 100.0000 (98.4472) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 439.161 loss: 0.0077 (0.0448) acc1: 100.0000 (98.5380) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 437.352 loss: 0.0101 (0.0434) acc1: 100.0000 (98.6188) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 436.738 loss: 0.0181 (0.0447) acc1: 100.0000 (98.5415) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 435.010 loss: 0.0181 (0.0436) acc1: 100.0000 (98.5785) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 434.492 loss: 0.0112 (0.0427) acc1: 100.0000 (98.6459) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 433.590 loss: 0.0106 (0.0422) acc1: 100.0000 (98.6749) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 435.384 loss: 0.0089 (0.0418) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 438.332 loss: 0.0168 (0.0423) acc1: 100.0000 (98.6070) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 440.337 loss: 0.0335 (0.0435) acc1: 100.0000 (98.5487) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 440.198 loss: 0.0324 (0.0445) acc1: 100.0000 (98.5222) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 440.664 loss: 0.0295 (0.0455) acc1: 100.0000 (98.4713) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 439.562 loss: 0.0151 (0.0454) acc1: 100.0000 (98.4748) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 438.587 loss: 0.0163 (0.0459) acc1: 100.0000 (98.4045) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 437.659 loss: 0.0392 (0.0466) acc1: 100.0000 (98.3863) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 433.875 loss: 0.0308 (0.0466) acc1: 100.0000 (98.3693) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 434.142 loss: 0.0124 (0.0457) acc1: 100.0000 (98.4201) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 432.794 loss: 0.0164 (0.0455) acc1: 100.0000 (98.4247) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 436.202 loss: 0.0060 (0.0444) acc1: 100.0000 (98.4709) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 438.253 loss: 0.0101 (0.0439) acc1: 100.0000 (98.5144) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 438.185 loss: 0.0241 (0.0435) acc1: 100.0000 (98.5358) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 439.299 loss: 0.0117 (0.0437) acc1: 100.0000 (98.5175) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 440.866 loss: 0.0091 (0.0432) acc1: 100.0000 (98.5377) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 438.771 loss: 0.0096 (0.0438) acc1: 100.0000 (98.5385) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 438.856 loss: 0.0158 (0.0443) acc1: 100.0000 (98.5037) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 438.627 loss: 0.0194 (0.0444) acc1: 100.0000 (98.4880) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 435.491 loss: 0.0194 (0.0449) acc1: 100.0000 (98.4730) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 435.329 loss: 0.0218 (0.0449) acc1: 100.0000 (98.4919) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 436.099 loss: 0.0295 (0.0459) acc1: 100.0000 (98.4451) acc5: 100.0000 (99.9838) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 438.217 loss: 0.0396 (0.0470) acc1: 100.0000 (98.4162) acc5: 100.0000 (99.9842) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 438.790 loss: 0.0535 (0.0472) acc1: 100.0000 (98.3886) acc5: 100.0000 (99.9845) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 440.301 loss: 0.0274 (0.0470) acc1: 100.0000 (98.3773) acc5: 100.0000 (99.9848) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 439.082 loss: 0.0096 (0.0463) acc1: 100.0000 (98.3962) acc5: 100.0000 (99.9851) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 439.612 loss: 0.0135 (0.0468) acc1: 100.0000 (98.3707) acc5: 100.0000 (99.9855) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 438.771 loss: 0.0613 (0.0474) acc1: 100.0000 (98.3319) acc5: 100.0000 (99.9857) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 437.418 loss: 0.0419 (0.0475) acc1: 100.0000 (98.3506) acc5: 100.0000 (99.9720) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 435.245 loss: 0.0285 (0.0476) acc1: 100.0000 (98.3411) acc5: 100.0000 (99.9726) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 432.724 loss: 0.0246 (0.0471) acc1: 100.0000 (98.3589) acc5: 100.0000 (99.9731) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 433.462 loss: 0.0149 (0.0476) acc1: 100.0000 (98.3364) acc5: 100.0000 (99.9736) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 439.664 loss: 0.0184 (0.0477) acc1: 100.0000 (98.3148) acc5: 100.0000 (99.9741) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 439.326 loss: 0.0144 (0.0474) acc1: 100.0000 (98.3321) acc5: 100.0000 (99.9745) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 441.118 loss: 0.0089 (0.0474) acc1: 100.0000 (98.3363) acc5: 100.0000 (99.9750) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 439.566 loss: 0.0199 (0.0473) acc1: 100.0000 (98.3403) acc5: 100.0000 (99.9754) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 439.674 loss: 0.0199 (0.0473) acc1: 100.0000 (98.3321) acc5: 100.0000 (99.9758) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 434.257 loss: 0.0196 (0.0470) acc1: 100.0000 (98.3480) acc5: 100.0000 (99.9762) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 434.685 loss: 0.0269 (0.0469) acc1: 100.0000 (98.3516) acc5: 100.0000 (99.9766) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 433.273 loss: 0.0337 (0.0470) acc1: 100.0000 (98.3207) acc5: 100.0000 (99.9770) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 435.484 loss: 0.0089 (0.0467) acc1: 100.0000 (98.3360) acc5: 100.0000 (99.9774) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 433.962 loss: 0.0125 (0.0464) acc1: 100.0000 (98.3508) acc5: 100.0000 (99.9777) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 440.615 loss: 0.0347 (0.0467) acc1: 100.0000 (98.3213) acc5: 100.0000 (99.9781) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 440.033 loss: 0.0369 (0.0470) acc1: 100.0000 (98.3034) acc5: 100.0000 (99.9784) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 441.068 loss: 0.0284 (0.0468) acc1: 100.0000 (98.3181) acc5: 100.0000 (99.9787) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 433.098 loss: 0.0076 (0.0466) acc1: 100.0000 (98.3323) acc5: 100.0000 (99.9790) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [24] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 440.182 loss: 0.0165 (0.0466) acc1: 100.0000 (98.3357) acc5: 100.0000 (99.9793) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 439.724 loss: 0.0432 (0.0472) acc1: 100.0000 (98.3085) acc5: 100.0000 (99.9796) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [24] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:37 loss: 2.0931 (2.0931) acc1: 64.2857 (64.2857) acc5: 78.5714 (78.5714) time: 1.0147 data: 0.9965 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.6635 (4.1481) acc1: 71.4286 (48.1612) acc5: 100.0000 (76.3083) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.9452 (4.7813) acc1: 42.8571 (42.4662) acc5: 92.8571 (72.3881) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.6501 (4.4627) acc1: 42.8571 (42.9758) acc5: 85.7143 (74.7746) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.1763 (4.2250) acc1: 64.2857 (44.4247) acc5: 100.0000 (76.2736) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.8045 (4.1673) acc1: 50.0000 (44.1831) acc5: 78.5714 (76.3901) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.5385 (4.1064) acc1: 57.1429 (44.7231) acc5: 100.0000 (77.1096) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.8988 (4.0961) acc1: 21.4286 (44.8645) acc5: 78.5714 (77.1449) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.5403 (4.0911) acc1: 57.1429 (45.4254) acc5: 92.8571 (77.4300) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.391 Clip Acc@5 77.358 * Video Acc@1 0.656566 * Class Acc@1 [0.2, 0.6, 0.0, 0.26666666666666666, 0.2857142857142857, 0.21428571428571427, 0.7857142857142857, 0.8, 0.4666666666666667, 0.8666666666666667, 1.0, 0.9333333333333333, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [25] [ 0/702] eta: 0:12:14 lr: 0.001 clips/s: 331.040 loss: 0.1023 (0.1023) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0470 data: 1.0046 max mem: 1119 Epoch: [25] [ 10/702] eta: 0:01:26 lr: 0.001 clips/s: 436.582 loss: 0.0040 (0.0152) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 0.1244 data: 0.0914 max mem: 1119 Epoch: [25] [ 20/702] eta: 0:00:54 lr: 0.001 clips/s: 435.284 loss: 0.0079 (0.0248) acc1: 100.0000 (99.6599) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 434.248 loss: 0.0327 (0.0294) acc1: 100.0000 (99.5392) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 434.727 loss: 0.0236 (0.0267) acc1: 100.0000 (99.6516) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [ 50/702] eta: 0:00:33 lr: 0.001 clips/s: 434.479 loss: 0.0161 (0.0303) acc1: 100.0000 (99.1597) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 438.401 loss: 0.0324 (0.0332) acc1: 100.0000 (98.9461) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 440.998 loss: 0.0103 (0.0321) acc1: 100.0000 (98.9940) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 440.787 loss: 0.0067 (0.0306) acc1: 100.0000 (99.0300) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 439.589 loss: 0.0293 (0.0315) acc1: 100.0000 (98.9011) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 440.004 loss: 0.0258 (0.0324) acc1: 100.0000 (98.8685) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 437.842 loss: 0.0155 (0.0327) acc1: 100.0000 (98.7773) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 434.775 loss: 0.0144 (0.0339) acc1: 100.0000 (98.7603) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 436.283 loss: 0.0070 (0.0328) acc1: 100.0000 (98.8550) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 434.926 loss: 0.0157 (0.0342) acc1: 100.0000 (98.7842) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 433.136 loss: 0.0157 (0.0364) acc1: 100.0000 (98.7228) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 438.594 loss: 0.0076 (0.0366) acc1: 100.0000 (98.6690) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 434.868 loss: 0.0171 (0.0370) acc1: 100.0000 (98.7051) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 436.102 loss: 0.0242 (0.0377) acc1: 100.0000 (98.6977) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 434.910 loss: 0.0180 (0.0374) acc1: 100.0000 (98.7285) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 440.106 loss: 0.0256 (0.0402) acc1: 100.0000 (98.6141) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 438.345 loss: 0.0331 (0.0420) acc1: 100.0000 (98.5782) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 432.317 loss: 0.0331 (0.0437) acc1: 100.0000 (98.4809) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 436.238 loss: 0.0201 (0.0429) acc1: 100.0000 (98.5467) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 435.255 loss: 0.0182 (0.0433) acc1: 100.0000 (98.5477) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 438.584 loss: 0.0273 (0.0435) acc1: 100.0000 (98.5202) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 439.142 loss: 0.0275 (0.0436) acc1: 100.0000 (98.5495) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 439.503 loss: 0.0161 (0.0430) acc1: 100.0000 (98.5503) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 440.188 loss: 0.0035 (0.0420) acc1: 100.0000 (98.6019) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 440.043 loss: 0.0087 (0.0423) acc1: 100.0000 (98.6009) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 439.806 loss: 0.0131 (0.0420) acc1: 100.0000 (98.5999) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 436.459 loss: 0.0227 (0.0436) acc1: 100.0000 (98.5301) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 435.258 loss: 0.0373 (0.0449) acc1: 100.0000 (98.4869) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 432.208 loss: 0.0128 (0.0445) acc1: 100.0000 (98.4894) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 435.242 loss: 0.0150 (0.0463) acc1: 100.0000 (98.4499) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 438.725 loss: 0.0190 (0.0454) acc1: 100.0000 (98.4941) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 441.300 loss: 0.0123 (0.0451) acc1: 100.0000 (98.4962) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 439.842 loss: 0.0141 (0.0453) acc1: 100.0000 (98.4983) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 439.240 loss: 0.0190 (0.0458) acc1: 100.0000 (98.5189) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 439.602 loss: 0.0225 (0.0457) acc1: 100.0000 (98.5385) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 434.656 loss: 0.0318 (0.0463) acc1: 100.0000 (98.5037) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 434.032 loss: 0.0408 (0.0465) acc1: 100.0000 (98.4706) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 432.164 loss: 0.0105 (0.0474) acc1: 100.0000 (98.4391) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 438.008 loss: 0.0112 (0.0473) acc1: 100.0000 (98.4256) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 439.510 loss: 0.0067 (0.0466) acc1: 100.0000 (98.4451) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 440.033 loss: 0.0063 (0.0470) acc1: 100.0000 (98.4321) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 440.119 loss: 0.0179 (0.0466) acc1: 100.0000 (98.4661) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 439.381 loss: 0.0090 (0.0464) acc1: 100.0000 (98.4683) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 437.317 loss: 0.0090 (0.0462) acc1: 100.0000 (98.4704) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 437.385 loss: 0.0257 (0.0462) acc1: 100.0000 (98.4725) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 438.486 loss: 0.0206 (0.0460) acc1: 100.0000 (98.4887) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 433.962 loss: 0.0263 (0.0467) acc1: 100.0000 (98.4764) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 436.754 loss: 0.0250 (0.0467) acc1: 100.0000 (98.4508) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 436.851 loss: 0.0112 (0.0465) acc1: 100.0000 (98.4531) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 438.165 loss: 0.0125 (0.0466) acc1: 100.0000 (98.4552) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 436.322 loss: 0.0125 (0.0463) acc1: 100.0000 (98.4703) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 439.971 loss: 0.0156 (0.0460) acc1: 100.0000 (98.4721) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 438.044 loss: 0.0109 (0.0457) acc1: 100.0000 (98.4864) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 438.643 loss: 0.0106 (0.0455) acc1: 100.0000 (98.4755) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 437.467 loss: 0.0097 (0.0453) acc1: 100.0000 (98.4651) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 439.142 loss: 0.0070 (0.0446) acc1: 100.0000 (98.4906) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 435.139 loss: 0.0065 (0.0447) acc1: 100.0000 (98.4919) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 434.720 loss: 0.0104 (0.0441) acc1: 100.0000 (98.5162) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 432.199 loss: 0.0116 (0.0443) acc1: 100.0000 (98.5058) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 441.141 loss: 0.0095 (0.0439) acc1: 100.0000 (98.5291) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 437.688 loss: 0.0205 (0.0441) acc1: 100.0000 (98.5188) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [25] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 440.813 loss: 0.0251 (0.0440) acc1: 100.0000 (98.5088) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 439.888 loss: 0.0135 (0.0437) acc1: 100.0000 (98.5310) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 438.718 loss: 0.0079 (0.0435) acc1: 100.0000 (98.5316) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 440.429 loss: 0.0079 (0.0431) acc1: 100.0000 (98.5321) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [25] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 439.822 loss: 0.0052 (0.0429) acc1: 100.0000 (98.5429) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [25] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:24 loss: 1.8351 (1.8351) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 0.9981 data: 0.9800 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.8969 (4.2771) acc1: 71.4286 (48.8685) acc5: 100.0000 (75.7426) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.6170 (4.9477) acc1: 28.5714 (42.6439) acc5: 92.8571 (71.7839) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.7511 (4.6229) acc1: 42.8571 (43.0707) acc5: 85.7143 (73.8728) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.2797 (4.3782) acc1: 64.2857 (44.5850) acc5: 100.0000 (75.4898) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.9231 (4.3254) acc1: 50.0000 (44.3684) acc5: 92.8571 (75.8483) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.6626 (4.2476) acc1: 57.1429 (45.0559) acc5: 92.8571 (76.7887) time: 0.0122 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.5689 (4.2294) acc1: 28.5714 (45.2313) acc5: 71.4286 (76.8290) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.4705 (4.2389) acc1: 57.1429 (45.5413) acc5: 92.8571 (77.1536) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.488 Clip Acc@5 77.118 * Video Acc@1 0.649832 * Class Acc@1 [0.2, 0.4, 0.0, 0.26666666666666666, 0.21428571428571427, 0.35714285714285715, 0.7857142857142857, 1.0, 0.4, 0.9333333333333333, 1.0, 1.0, 1.0, 1.0, 0.4666666666666667, 0.8, 0.3333333333333333, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [26] [ 0/702] eta: 0:12:10 lr: 0.001 clips/s: 365.831 loss: 0.0341 (0.0341) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0401 data: 1.0016 max mem: 1119 Epoch: [26] [ 10/702] eta: 0:01:25 lr: 0.001 clips/s: 438.070 loss: 0.0341 (0.0491) acc1: 100.0000 (98.0519) acc5: 100.0000 (100.0000) time: 0.1238 data: 0.0911 max mem: 1119 Epoch: [26] [ 20/702] eta: 0:00:54 lr: 0.001 clips/s: 440.492 loss: 0.0226 (0.0386) acc1: 100.0000 (98.9796) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 439.766 loss: 0.0294 (0.0401) acc1: 100.0000 (98.8479) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 438.260 loss: 0.0213 (0.0355) acc1: 100.0000 (99.1289) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [ 50/702] eta: 0:00:33 lr: 0.001 clips/s: 438.915 loss: 0.0107 (0.0335) acc1: 100.0000 (99.1597) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 434.113 loss: 0.0038 (0.0363) acc1: 100.0000 (99.0632) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 436.562 loss: 0.0088 (0.0370) acc1: 100.0000 (98.9940) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 436.034 loss: 0.0102 (0.0354) acc1: 100.0000 (99.0300) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 437.688 loss: 0.0151 (0.0337) acc1: 100.0000 (99.1366) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 440.932 loss: 0.0151 (0.0339) acc1: 100.0000 (99.0806) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 437.209 loss: 0.0220 (0.0365) acc1: 100.0000 (98.9060) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 440.763 loss: 0.0330 (0.0369) acc1: 100.0000 (98.8784) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 439.552 loss: 0.0227 (0.0386) acc1: 100.0000 (98.8550) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 438.915 loss: 0.0201 (0.0415) acc1: 100.0000 (98.8349) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 437.046 loss: 0.0214 (0.0415) acc1: 100.0000 (98.9120) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 432.887 loss: 0.0061 (0.0396) acc1: 100.0000 (98.9796) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 437.858 loss: 0.0061 (0.0408) acc1: 100.0000 (98.9140) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 435.094 loss: 0.0477 (0.0409) acc1: 100.0000 (98.9345) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 438.273 loss: 0.0477 (0.0424) acc1: 100.0000 (98.8033) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 438.679 loss: 0.0347 (0.0424) acc1: 100.0000 (98.7918) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 440.869 loss: 0.0254 (0.0433) acc1: 100.0000 (98.7475) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 441.018 loss: 0.0141 (0.0462) acc1: 100.0000 (98.6749) acc5: 100.0000 (99.9677) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 439.757 loss: 0.0100 (0.0451) acc1: 100.0000 (98.7322) acc5: 100.0000 (99.9691) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 434.791 loss: 0.0089 (0.0439) acc1: 100.0000 (98.7848) acc5: 100.0000 (99.9704) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 431.770 loss: 0.0124 (0.0439) acc1: 100.0000 (98.7479) acc5: 100.0000 (99.9715) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 434.492 loss: 0.0209 (0.0438) acc1: 100.0000 (98.7137) acc5: 100.0000 (99.9726) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 435.013 loss: 0.0108 (0.0430) acc1: 100.0000 (98.7348) acc5: 100.0000 (99.9736) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 438.015 loss: 0.0081 (0.0440) acc1: 100.0000 (98.6782) acc5: 100.0000 (99.9746) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 440.525 loss: 0.0167 (0.0444) acc1: 100.0000 (98.6745) acc5: 100.0000 (99.9755) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 441.938 loss: 0.0144 (0.0439) acc1: 100.0000 (98.7186) acc5: 100.0000 (99.9763) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 440.311 loss: 0.0144 (0.0436) acc1: 100.0000 (98.7138) acc5: 100.0000 (99.9770) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 439.148 loss: 0.0305 (0.0439) acc1: 100.0000 (98.6426) acc5: 100.0000 (99.9777) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 434.730 loss: 0.0204 (0.0434) acc1: 100.0000 (98.6621) acc5: 100.0000 (99.9784) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 434.110 loss: 0.0078 (0.0433) acc1: 100.0000 (98.6804) acc5: 100.0000 (99.9791) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 434.817 loss: 0.0090 (0.0429) acc1: 100.0000 (98.6976) acc5: 100.0000 (99.9796) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 432.676 loss: 0.0135 (0.0428) acc1: 100.0000 (98.6941) acc5: 100.0000 (99.9802) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 435.191 loss: 0.0147 (0.0427) acc1: 100.0000 (98.6908) acc5: 100.0000 (99.9807) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 435.384 loss: 0.0258 (0.0426) acc1: 100.0000 (98.6877) acc5: 100.0000 (99.9813) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 440.578 loss: 0.0161 (0.0422) acc1: 100.0000 (98.7212) acc5: 100.0000 (99.9817) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 438.889 loss: 0.0150 (0.0420) acc1: 100.0000 (98.7175) acc5: 100.0000 (99.9822) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 438.987 loss: 0.0099 (0.0416) acc1: 100.0000 (98.7313) acc5: 100.0000 (99.9826) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 435.736 loss: 0.0098 (0.0409) acc1: 100.0000 (98.7615) acc5: 100.0000 (99.9830) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 438.807 loss: 0.0101 (0.0414) acc1: 100.0000 (98.7239) acc5: 100.0000 (99.9834) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 438.545 loss: 0.0404 (0.0413) acc1: 100.0000 (98.7366) acc5: 100.0000 (99.9838) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 434.910 loss: 0.0308 (0.0415) acc1: 100.0000 (98.7171) acc5: 100.0000 (99.9842) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 432.861 loss: 0.0200 (0.0413) acc1: 100.0000 (98.7295) acc5: 100.0000 (99.9845) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 433.353 loss: 0.0180 (0.0408) acc1: 100.0000 (98.7413) acc5: 100.0000 (99.9848) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 440.661 loss: 0.0225 (0.0410) acc1: 100.0000 (98.7080) acc5: 100.0000 (99.9851) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 440.149 loss: 0.0265 (0.0410) acc1: 100.0000 (98.7053) acc5: 100.0000 (99.9855) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 441.307 loss: 0.0083 (0.0404) acc1: 100.0000 (98.7311) acc5: 100.0000 (99.9857) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 437.832 loss: 0.0121 (0.0404) acc1: 100.0000 (98.7420) acc5: 100.0000 (99.9860) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 436.835 loss: 0.0134 (0.0401) acc1: 100.0000 (98.7524) acc5: 100.0000 (99.9863) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 437.141 loss: 0.0138 (0.0401) acc1: 100.0000 (98.7624) acc5: 100.0000 (99.9865) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 434.244 loss: 0.0186 (0.0404) acc1: 100.0000 (98.7457) acc5: 100.0000 (99.9868) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 434.553 loss: 0.0090 (0.0408) acc1: 100.0000 (98.7425) acc5: 100.0000 (99.9870) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 435.468 loss: 0.0108 (0.0405) acc1: 100.0000 (98.7522) acc5: 100.0000 (99.9873) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 438.699 loss: 0.0122 (0.0402) acc1: 100.0000 (98.7741) acc5: 100.0000 (99.9875) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 440.231 loss: 0.0304 (0.0407) acc1: 100.0000 (98.7337) acc5: 100.0000 (99.9877) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 439.345 loss: 0.0116 (0.0404) acc1: 100.0000 (98.7551) acc5: 100.0000 (99.9879) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 438.139 loss: 0.0127 (0.0411) acc1: 100.0000 (98.7164) acc5: 100.0000 (99.9881) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 439.197 loss: 0.0421 (0.0415) acc1: 100.0000 (98.6907) acc5: 100.0000 (99.9883) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 437.398 loss: 0.0242 (0.0415) acc1: 100.0000 (98.6772) acc5: 100.0000 (99.9885) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 426.594 loss: 0.0148 (0.0415) acc1: 100.0000 (98.6756) acc5: 100.0000 (99.9887) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 434.875 loss: 0.0031 (0.0410) acc1: 100.0000 (98.6962) acc5: 100.0000 (99.9889) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [26] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 435.326 loss: 0.0102 (0.0411) acc1: 100.0000 (98.6833) acc5: 100.0000 (99.9890) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 438.502 loss: 0.0233 (0.0409) acc1: 100.0000 (98.6925) acc5: 100.0000 (99.9892) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 437.212 loss: 0.0277 (0.0413) acc1: 100.0000 (98.6800) acc5: 100.0000 (99.9894) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 440.714 loss: 0.0238 (0.0409) acc1: 100.0000 (98.6994) acc5: 100.0000 (99.9895) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 441.200 loss: 0.0064 (0.0416) acc1: 100.0000 (98.6562) acc5: 100.0000 (99.9897) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [26] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 439.872 loss: 0.0156 (0.0415) acc1: 100.0000 (98.6652) acc5: 100.0000 (99.9898) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [26] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:46 loss: 2.3088 (2.3088) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 1.0251 data: 1.0076 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.1318 (4.2306) acc1: 64.2857 (47.7369) acc5: 100.0000 (75.6011) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.4397 (4.8725) acc1: 42.8571 (41.8977) acc5: 85.7143 (72.2814) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.6874 (4.5844) acc1: 42.8571 (42.5012) acc5: 92.8571 (74.4423) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.3216 (4.3585) acc1: 64.2857 (43.6943) acc5: 100.0000 (75.9173) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.6711 (4.3020) acc1: 42.8571 (43.7696) acc5: 78.5714 (76.0194) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.7681 (4.2363) acc1: 42.8571 (44.1288) acc5: 100.0000 (76.6461) time: 0.0125 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.2317 (4.2193) acc1: 14.2857 (44.3550) acc5: 78.5714 (76.5539) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.8805 (4.2062) acc1: 57.1429 (44.8725) acc5: 92.8571 (76.9039) time: 0.0121 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 44.850 Clip Acc@5 76.879 * Video Acc@1 0.663300 * Class Acc@1 [0.2, 0.4666666666666667, 0.0, 0.2, 0.2857142857142857, 0.2857142857142857, 0.7857142857142857, 0.9333333333333333, 0.3333333333333333, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6666666666666666, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [27] [ 0/702] eta: 0:11:59 lr: 0.001 clips/s: 316.079 loss: 0.0187 (0.0187) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0249 data: 0.9805 max mem: 1119 Epoch: [27] [ 10/702] eta: 0:01:24 lr: 0.001 clips/s: 440.406 loss: 0.0074 (0.0136) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 0.1223 data: 0.0892 max mem: 1119 Epoch: [27] [ 20/702] eta: 0:00:54 lr: 0.001 clips/s: 438.538 loss: 0.0074 (0.0259) acc1: 100.0000 (99.3197) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 428.465 loss: 0.0158 (0.0334) acc1: 100.0000 (98.6175) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 434.913 loss: 0.0158 (0.0393) acc1: 100.0000 (98.4321) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [ 50/702] eta: 0:00:33 lr: 0.001 clips/s: 432.976 loss: 0.0248 (0.0444) acc1: 100.0000 (98.1793) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 437.607 loss: 0.0338 (0.0465) acc1: 100.0000 (97.8923) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 442.094 loss: 0.0110 (0.0423) acc1: 100.0000 (98.0885) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 439.846 loss: 0.0076 (0.0435) acc1: 100.0000 (98.1481) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 440.962 loss: 0.0163 (0.0426) acc1: 100.0000 (98.2732) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 439.112 loss: 0.0118 (0.0396) acc1: 100.0000 (98.4441) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 439.385 loss: 0.0065 (0.0392) acc1: 100.0000 (98.4556) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 439.724 loss: 0.0041 (0.0373) acc1: 100.0000 (98.5832) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 437.108 loss: 0.0066 (0.0356) acc1: 100.0000 (98.6914) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 434.836 loss: 0.0062 (0.0337) acc1: 100.0000 (98.7842) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 435.081 loss: 0.0088 (0.0344) acc1: 100.0000 (98.8174) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 435.307 loss: 0.0152 (0.0376) acc1: 100.0000 (98.7578) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 435.785 loss: 0.0152 (0.0382) acc1: 100.0000 (98.7469) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 438.895 loss: 0.0231 (0.0412) acc1: 100.0000 (98.6188) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 441.831 loss: 0.0188 (0.0401) acc1: 100.0000 (98.6537) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 441.287 loss: 0.0122 (0.0402) acc1: 100.0000 (98.6851) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 439.842 loss: 0.0349 (0.0410) acc1: 100.0000 (98.6121) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 439.572 loss: 0.0349 (0.0416) acc1: 100.0000 (98.5456) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 440.492 loss: 0.0105 (0.0410) acc1: 100.0000 (98.5776) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 438.123 loss: 0.0265 (0.0416) acc1: 100.0000 (98.5477) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 437.643 loss: 0.0265 (0.0407) acc1: 100.0000 (98.5771) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 430.725 loss: 0.0065 (0.0400) acc1: 100.0000 (98.6043) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 434.772 loss: 0.0065 (0.0400) acc1: 100.0000 (98.6031) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 435.310 loss: 0.0116 (0.0403) acc1: 100.0000 (98.6019) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 436.933 loss: 0.0216 (0.0412) acc1: 100.0000 (98.5518) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 438.502 loss: 0.0216 (0.0409) acc1: 100.0000 (98.5762) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 440.185 loss: 0.0171 (0.0405) acc1: 100.0000 (98.5990) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 437.300 loss: 0.0275 (0.0415) acc1: 100.0000 (98.5536) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 439.678 loss: 0.0255 (0.0409) acc1: 100.0000 (98.5757) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 437.444 loss: 0.0206 (0.0416) acc1: 100.0000 (98.5547) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 437.470 loss: 0.0206 (0.0413) acc1: 100.0000 (98.5551) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 434.820 loss: 0.0102 (0.0412) acc1: 100.0000 (98.5754) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 435.552 loss: 0.0092 (0.0405) acc1: 100.0000 (98.6138) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 435.943 loss: 0.0117 (0.0414) acc1: 100.0000 (98.5752) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 438.002 loss: 0.0143 (0.0415) acc1: 100.0000 (98.5568) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 440.327 loss: 0.0130 (0.0415) acc1: 100.0000 (98.5572) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 437.649 loss: 0.0033 (0.0407) acc1: 100.0000 (98.5923) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 440.264 loss: 0.0061 (0.0407) acc1: 100.0000 (98.5748) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 438.899 loss: 0.0154 (0.0404) acc1: 100.0000 (98.5913) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 437.708 loss: 0.0086 (0.0399) acc1: 100.0000 (98.6233) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 434.138 loss: 0.0099 (0.0398) acc1: 100.0000 (98.6379) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 434.508 loss: 0.0057 (0.0394) acc1: 100.0000 (98.6365) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 434.501 loss: 0.0057 (0.0391) acc1: 100.0000 (98.6351) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 435.455 loss: 0.0093 (0.0389) acc1: 100.0000 (98.6635) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 437.998 loss: 0.0099 (0.0389) acc1: 100.0000 (98.6471) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 441.187 loss: 0.0240 (0.0395) acc1: 100.0000 (98.6313) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 440.037 loss: 0.0364 (0.0401) acc1: 100.0000 (98.6162) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 437.763 loss: 0.0213 (0.0397) acc1: 100.0000 (98.6427) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 440.601 loss: 0.0184 (0.0396) acc1: 100.0000 (98.6548) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 439.017 loss: 0.0130 (0.0391) acc1: 100.0000 (98.6797) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 436.449 loss: 0.0056 (0.0390) acc1: 100.0000 (98.6777) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 435.103 loss: 0.0071 (0.0387) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 432.218 loss: 0.0078 (0.0386) acc1: 100.0000 (98.6990) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 436.257 loss: 0.0085 (0.0383) acc1: 100.0000 (98.7091) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 438.754 loss: 0.0085 (0.0379) acc1: 100.0000 (98.7310) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 440.099 loss: 0.0142 (0.0382) acc1: 100.0000 (98.7283) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 440.969 loss: 0.0242 (0.0385) acc1: 100.0000 (98.7257) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 438.630 loss: 0.0162 (0.0385) acc1: 100.0000 (98.7233) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 439.668 loss: 0.0112 (0.0382) acc1: 100.0000 (98.7322) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 439.967 loss: 0.0060 (0.0380) acc1: 100.0000 (98.7408) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 436.861 loss: 0.0053 (0.0379) acc1: 100.0000 (98.7382) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 437.385 loss: 0.0253 (0.0386) acc1: 100.0000 (98.7033) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 434.649 loss: 0.0142 (0.0386) acc1: 100.0000 (98.7119) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [27] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 436.160 loss: 0.0071 (0.0392) acc1: 100.0000 (98.6889) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 440.040 loss: 0.0196 (0.0391) acc1: 100.0000 (98.6975) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [27] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 439.411 loss: 0.0074 (0.0389) acc1: 100.0000 (98.6957) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [27] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:34 loss: 2.0054 (2.0054) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 1.0103 data: 0.9935 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.2026 (4.0360) acc1: 57.1429 (49.0099) acc5: 100.0000 (76.4498) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.3905 (4.6756) acc1: 50.0000 (42.9638) acc5: 92.8571 (72.9566) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.2264 (4.3796) acc1: 50.0000 (43.4741) acc5: 85.7143 (74.9644) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.8573 (4.1521) acc1: 64.2857 (44.9234) acc5: 100.0000 (76.4161) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.6554 (4.0874) acc1: 42.8571 (44.9387) acc5: 85.7143 (76.7037) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.3757 (4.0097) acc1: 57.1429 (45.3411) acc5: 92.8571 (77.3235) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.2297 (4.0096) acc1: 42.8571 (45.4453) acc5: 78.5714 (77.0939) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.3030 (4.0201) acc1: 57.1429 (45.5502) acc5: 85.7143 (77.1803) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.524 Clip Acc@5 77.118 * Video Acc@1 0.666667 * Class Acc@1 [0.2, 0.5333333333333333, 0.0, 0.2, 0.42857142857142855, 0.21428571428571427, 0.8571428571428571, 1.0, 0.2, 0.9333333333333333, 1.0, 1.0, 1.0, 1.0, 0.6, 0.9333333333333333, 0.3333333333333333, 0.8666666666666667, 1.0, 1.0] Epoch: [28] [ 0/702] eta: 0:12:05 lr: 0.001 clips/s: 332.787 loss: 0.0322 (0.0322) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0335 data: 0.9912 max mem: 1119 Epoch: [28] [ 10/702] eta: 0:01:25 lr: 0.001 clips/s: 426.226 loss: 0.0322 (0.0337) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.1233 data: 0.0902 max mem: 1119 Epoch: [28] [ 20/702] eta: 0:00:54 lr: 0.001 clips/s: 437.613 loss: 0.0063 (0.0416) acc1: 100.0000 (98.2993) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 440.955 loss: 0.0081 (0.0483) acc1: 100.0000 (98.1567) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 441.151 loss: 0.0135 (0.0452) acc1: 100.0000 (98.2578) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [ 50/702] eta: 0:00:33 lr: 0.001 clips/s: 441.002 loss: 0.0135 (0.0479) acc1: 100.0000 (98.1793) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 440.935 loss: 0.0445 (0.0481) acc1: 100.0000 (98.2436) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 438.440 loss: 0.0179 (0.0452) acc1: 100.0000 (98.3903) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 433.299 loss: 0.0077 (0.0409) acc1: 100.0000 (98.5891) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [28] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 429.546 loss: 0.0068 (0.0442) acc1: 100.0000 (98.5086) acc5: 100.0000 (100.0000) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [28] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 439.286 loss: 0.0193 (0.0480) acc1: 100.0000 (98.3027) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 438.604 loss: 0.0106 (0.0463) acc1: 100.0000 (98.3912) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 439.958 loss: 0.0141 (0.0464) acc1: 100.0000 (98.2290) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 438.912 loss: 0.0306 (0.0472) acc1: 100.0000 (98.2552) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 434.569 loss: 0.0166 (0.0459) acc1: 100.0000 (98.3789) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 430.327 loss: 0.0166 (0.0441) acc1: 100.0000 (98.4863) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [28] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 436.462 loss: 0.0113 (0.0443) acc1: 100.0000 (98.4472) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 439.984 loss: 0.0125 (0.0443) acc1: 100.0000 (98.4545) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 440.899 loss: 0.0166 (0.0433) acc1: 100.0000 (98.5399) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 439.437 loss: 0.0167 (0.0445) acc1: 100.0000 (98.4667) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 439.839 loss: 0.0054 (0.0438) acc1: 100.0000 (98.4719) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 439.569 loss: 0.0055 (0.0433) acc1: 100.0000 (98.5443) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 436.829 loss: 0.0088 (0.0427) acc1: 100.0000 (98.5779) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 435.229 loss: 0.0219 (0.0422) acc1: 100.0000 (98.6085) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 434.942 loss: 0.0259 (0.0423) acc1: 100.0000 (98.6070) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 438.397 loss: 0.0320 (0.0423) acc1: 100.0000 (98.5771) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 437.832 loss: 0.0105 (0.0411) acc1: 100.0000 (98.6316) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 440.813 loss: 0.0047 (0.0413) acc1: 100.0000 (98.6294) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 439.266 loss: 0.0275 (0.0416) acc1: 100.0000 (98.6274) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 436.848 loss: 0.0231 (0.0416) acc1: 100.0000 (98.6254) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 430.955 loss: 0.0208 (0.0415) acc1: 100.0000 (98.6474) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [28] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 434.752 loss: 0.0090 (0.0413) acc1: 100.0000 (98.6449) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 436.008 loss: 0.0216 (0.0417) acc1: 100.0000 (98.6204) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 438.971 loss: 0.0345 (0.0419) acc1: 100.0000 (98.5973) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 440.760 loss: 0.0192 (0.0420) acc1: 100.0000 (98.5966) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 440.159 loss: 0.0134 (0.0424) acc1: 100.0000 (98.6162) acc5: 100.0000 (99.9796) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 440.109 loss: 0.0160 (0.0434) acc1: 100.0000 (98.5754) acc5: 100.0000 (99.9802) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 437.473 loss: 0.0192 (0.0432) acc1: 100.0000 (98.5753) acc5: 100.0000 (99.9807) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 435.094 loss: 0.0192 (0.0433) acc1: 100.0000 (98.5752) acc5: 100.0000 (99.9813) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 434.151 loss: 0.0167 (0.0429) acc1: 100.0000 (98.5751) acc5: 100.0000 (99.9817) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 439.780 loss: 0.0175 (0.0434) acc1: 100.0000 (98.5572) acc5: 100.0000 (99.9822) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [28] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 441.346 loss: 0.0193 (0.0430) acc1: 100.0000 (98.5575) acc5: 100.0000 (99.9826) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [28] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 439.543 loss: 0.0097 (0.0427) acc1: 100.0000 (98.5748) acc5: 100.0000 (99.9830) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 440.043 loss: 0.0029 (0.0420) acc1: 100.0000 (98.6079) acc5: 100.0000 (99.9834) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 439.309 loss: 0.0083 (0.0417) acc1: 100.0000 (98.6395) acc5: 100.0000 (99.9838) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 435.004 loss: 0.0239 (0.0418) acc1: 100.0000 (98.6221) acc5: 100.0000 (99.9842) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 436.637 loss: 0.0085 (0.0417) acc1: 100.0000 (98.6365) acc5: 100.0000 (99.9845) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 433.715 loss: 0.0105 (0.0413) acc1: 100.0000 (98.6503) acc5: 100.0000 (99.9848) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 438.293 loss: 0.0115 (0.0410) acc1: 100.0000 (98.6486) acc5: 100.0000 (99.9851) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 440.410 loss: 0.0223 (0.0410) acc1: 100.0000 (98.6471) acc5: 100.0000 (99.9855) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 440.198 loss: 0.0084 (0.0409) acc1: 100.0000 (98.6313) acc5: 100.0000 (99.9857) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 439.651 loss: 0.0065 (0.0404) acc1: 100.0000 (98.6441) acc5: 100.0000 (99.9860) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [28] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 439.464 loss: 0.0134 (0.0405) acc1: 100.0000 (98.6427) acc5: 100.0000 (99.9863) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 437.099 loss: 0.0368 (0.0408) acc1: 100.0000 (98.6279) acc5: 100.0000 (99.9865) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 434.968 loss: 0.0141 (0.0403) acc1: 100.0000 (98.6401) acc5: 100.0000 (99.9868) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 433.939 loss: 0.0098 (0.0402) acc1: 100.0000 (98.6388) acc5: 100.0000 (99.9870) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 431.376 loss: 0.0299 (0.0401) acc1: 100.0000 (98.6504) acc5: 100.0000 (99.9873) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [28] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 437.597 loss: 0.0293 (0.0398) acc1: 100.0000 (98.6740) acc5: 100.0000 (99.9875) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 440.519 loss: 0.0066 (0.0395) acc1: 100.0000 (98.6968) acc5: 100.0000 (99.9877) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 439.326 loss: 0.0076 (0.0393) acc1: 100.0000 (98.6947) acc5: 100.0000 (99.9879) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 436.777 loss: 0.0082 (0.0390) acc1: 100.0000 (98.7045) acc5: 100.0000 (99.9881) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 435.649 loss: 0.0177 (0.0391) acc1: 100.0000 (98.7141) acc5: 100.0000 (99.9883) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 434.466 loss: 0.0367 (0.0392) acc1: 100.0000 (98.6888) acc5: 100.0000 (99.9885) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 437.339 loss: 0.0146 (0.0392) acc1: 100.0000 (98.6982) acc5: 100.0000 (99.9887) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 441.031 loss: 0.0164 (0.0393) acc1: 100.0000 (98.6851) acc5: 100.0000 (99.9889) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [28] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 439.984 loss: 0.0248 (0.0393) acc1: 100.0000 (98.6833) acc5: 100.0000 (99.9890) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 440.284 loss: 0.0106 (0.0390) acc1: 100.0000 (98.6925) acc5: 100.0000 (99.9892) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 438.918 loss: 0.0035 (0.0388) acc1: 100.0000 (98.6907) acc5: 100.0000 (99.9894) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 435.355 loss: 0.0060 (0.0386) acc1: 100.0000 (98.6994) acc5: 100.0000 (99.9895) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [28] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 433.178 loss: 0.0096 (0.0386) acc1: 100.0000 (98.6975) acc5: 100.0000 (99.9897) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [28] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 434.907 loss: 0.0099 (0.0385) acc1: 100.0000 (98.7059) acc5: 100.0000 (99.9898) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [28] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:48 loss: 2.4378 (2.4378) acc1: 64.2857 (64.2857) acc5: 71.4286 (71.4286) time: 1.0284 data: 1.0112 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.8554 (4.2736) acc1: 71.4286 (47.5955) acc5: 100.0000 (76.3791) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.9763 (4.9939) acc1: 28.5714 (41.9687) acc5: 92.8571 (72.7434) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.4024 (4.6513) acc1: 50.0000 (42.8571) acc5: 85.7143 (74.5135) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.6038 (4.4121) acc1: 57.1429 (44.3178) acc5: 100.0000 (75.9708) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.0159 (4.3545) acc1: 57.1429 (44.3684) acc5: 85.7143 (76.2903) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.6929 (4.2729) acc1: 42.8571 (44.8657) acc5: 92.8571 (77.0858) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.0580 (4.2623) acc1: 14.2857 (44.9664) acc5: 78.5714 (76.9003) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.7315 (4.2727) acc1: 50.0000 (45.4699) acc5: 92.8571 (77.0020) time: 0.0121 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.444 Clip Acc@5 77.003 * Video Acc@1 0.659933 * Class Acc@1 [0.2, 0.4, 0.0, 0.26666666666666666, 0.42857142857142855, 0.35714285714285715, 0.6428571428571429, 0.8666666666666667, 0.4, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [29] [ 0/702] eta: 0:12:15 lr: 0.001 clips/s: 335.134 loss: 0.1020 (0.1020) acc1: 92.8571 (92.8571) acc5: 100.0000 (100.0000) time: 1.0473 data: 1.0054 max mem: 1119 Epoch: [29] [ 10/702] eta: 0:01:26 lr: 0.001 clips/s: 439.004 loss: 0.0407 (0.0424) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.1244 data: 0.0915 max mem: 1119 Epoch: [29] [ 20/702] eta: 0:00:54 lr: 0.001 clips/s: 438.051 loss: 0.0091 (0.0259) acc1: 100.0000 (99.3197) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [ 30/702] eta: 0:00:43 lr: 0.001 clips/s: 432.893 loss: 0.0091 (0.0285) acc1: 100.0000 (99.0783) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [ 40/702] eta: 0:00:37 lr: 0.001 clips/s: 435.620 loss: 0.0202 (0.0302) acc1: 100.0000 (98.7805) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [ 50/702] eta: 0:00:33 lr: 0.001 clips/s: 435.084 loss: 0.0283 (0.0364) acc1: 100.0000 (98.8796) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [ 60/702] eta: 0:00:31 lr: 0.001 clips/s: 436.861 loss: 0.0202 (0.0363) acc1: 100.0000 (98.8290) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [ 70/702] eta: 0:00:29 lr: 0.001 clips/s: 438.263 loss: 0.0113 (0.0362) acc1: 100.0000 (98.7928) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [ 80/702] eta: 0:00:27 lr: 0.001 clips/s: 438.515 loss: 0.0096 (0.0348) acc1: 100.0000 (98.8536) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [ 90/702] eta: 0:00:26 lr: 0.001 clips/s: 438.909 loss: 0.0150 (0.0344) acc1: 100.0000 (98.9011) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [100/702] eta: 0:00:25 lr: 0.001 clips/s: 438.041 loss: 0.0189 (0.0359) acc1: 100.0000 (98.7977) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [110/702] eta: 0:00:24 lr: 0.001 clips/s: 433.414 loss: 0.0107 (0.0336) acc1: 100.0000 (98.9060) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [120/702] eta: 0:00:23 lr: 0.001 clips/s: 431.224 loss: 0.0107 (0.0342) acc1: 100.0000 (98.9374) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [130/702] eta: 0:00:22 lr: 0.001 clips/s: 433.914 loss: 0.0144 (0.0361) acc1: 100.0000 (98.9095) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [140/702] eta: 0:00:22 lr: 0.001 clips/s: 437.568 loss: 0.0178 (0.0366) acc1: 100.0000 (98.8855) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [150/702] eta: 0:00:21 lr: 0.001 clips/s: 439.460 loss: 0.0112 (0.0356) acc1: 100.0000 (98.9593) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [160/702] eta: 0:00:20 lr: 0.001 clips/s: 440.390 loss: 0.0112 (0.0350) acc1: 100.0000 (98.9352) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [170/702] eta: 0:00:20 lr: 0.001 clips/s: 440.906 loss: 0.0174 (0.0349) acc1: 100.0000 (98.9140) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [180/702] eta: 0:00:19 lr: 0.001 clips/s: 440.225 loss: 0.0116 (0.0348) acc1: 100.0000 (98.9345) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [190/702] eta: 0:00:19 lr: 0.001 clips/s: 438.918 loss: 0.0103 (0.0358) acc1: 100.0000 (98.8781) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [200/702] eta: 0:00:18 lr: 0.001 clips/s: 437.659 loss: 0.0065 (0.0343) acc1: 100.0000 (98.9339) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [210/702] eta: 0:00:18 lr: 0.001 clips/s: 434.717 loss: 0.0028 (0.0340) acc1: 100.0000 (98.9167) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [220/702] eta: 0:00:17 lr: 0.001 clips/s: 432.779 loss: 0.0071 (0.0343) acc1: 100.0000 (98.9334) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [230/702] eta: 0:00:17 lr: 0.001 clips/s: 434.110 loss: 0.0068 (0.0344) acc1: 100.0000 (98.8868) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [240/702] eta: 0:00:16 lr: 0.001 clips/s: 434.933 loss: 0.0068 (0.0341) acc1: 100.0000 (98.8737) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [250/702] eta: 0:00:16 lr: 0.001 clips/s: 439.579 loss: 0.0132 (0.0343) acc1: 100.0000 (98.8902) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [260/702] eta: 0:00:15 lr: 0.001 clips/s: 438.741 loss: 0.0266 (0.0344) acc1: 100.0000 (98.9053) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [270/702] eta: 0:00:15 lr: 0.001 clips/s: 440.116 loss: 0.0200 (0.0340) acc1: 100.0000 (98.9193) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [280/702] eta: 0:00:15 lr: 0.001 clips/s: 438.008 loss: 0.0113 (0.0337) acc1: 100.0000 (98.9578) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [290/702] eta: 0:00:14 lr: 0.001 clips/s: 436.180 loss: 0.0113 (0.0337) acc1: 100.0000 (98.9691) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [300/702] eta: 0:00:14 lr: 0.001 clips/s: 434.074 loss: 0.0150 (0.0337) acc1: 100.0000 (98.9559) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [310/702] eta: 0:00:13 lr: 0.001 clips/s: 435.426 loss: 0.0150 (0.0338) acc1: 100.0000 (98.9665) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [320/702] eta: 0:00:13 lr: 0.001 clips/s: 433.616 loss: 0.0026 (0.0341) acc1: 100.0000 (98.9542) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [330/702] eta: 0:00:13 lr: 0.001 clips/s: 433.898 loss: 0.0033 (0.0340) acc1: 100.0000 (98.9426) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [340/702] eta: 0:00:12 lr: 0.001 clips/s: 432.142 loss: 0.0078 (0.0343) acc1: 100.0000 (98.9108) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [350/702] eta: 0:00:12 lr: 0.001 clips/s: 438.002 loss: 0.0078 (0.0336) acc1: 100.0000 (98.9418) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [360/702] eta: 0:00:11 lr: 0.001 clips/s: 439.549 loss: 0.0083 (0.0337) acc1: 100.0000 (98.9315) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [370/702] eta: 0:00:11 lr: 0.001 clips/s: 437.278 loss: 0.0196 (0.0341) acc1: 100.0000 (98.9218) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [380/702] eta: 0:00:11 lr: 0.001 clips/s: 437.053 loss: 0.0199 (0.0337) acc1: 100.0000 (98.9501) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [390/702] eta: 0:00:10 lr: 0.001 clips/s: 436.777 loss: 0.0083 (0.0338) acc1: 100.0000 (98.9222) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [400/702] eta: 0:00:10 lr: 0.001 clips/s: 433.449 loss: 0.0058 (0.0335) acc1: 100.0000 (98.9312) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [410/702] eta: 0:00:10 lr: 0.001 clips/s: 435.879 loss: 0.0093 (0.0338) acc1: 100.0000 (98.9225) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [420/702] eta: 0:00:09 lr: 0.001 clips/s: 433.786 loss: 0.0211 (0.0343) acc1: 100.0000 (98.9141) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [430/702] eta: 0:00:09 lr: 0.001 clips/s: 436.160 loss: 0.0125 (0.0339) acc1: 100.0000 (98.9393) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [440/702] eta: 0:00:09 lr: 0.001 clips/s: 440.198 loss: 0.0066 (0.0337) acc1: 100.0000 (98.9472) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [450/702] eta: 0:00:08 lr: 0.001 clips/s: 437.571 loss: 0.0069 (0.0339) acc1: 100.0000 (98.9547) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [460/702] eta: 0:00:08 lr: 0.001 clips/s: 438.342 loss: 0.0236 (0.0339) acc1: 100.0000 (98.9619) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [470/702] eta: 0:00:07 lr: 0.001 clips/s: 439.040 loss: 0.0124 (0.0340) acc1: 100.0000 (98.9384) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [480/702] eta: 0:00:07 lr: 0.001 clips/s: 435.294 loss: 0.0124 (0.0345) acc1: 100.0000 (98.9308) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [490/702] eta: 0:00:07 lr: 0.001 clips/s: 433.837 loss: 0.0175 (0.0344) acc1: 100.0000 (98.9235) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [500/702] eta: 0:00:06 lr: 0.001 clips/s: 432.129 loss: 0.0093 (0.0341) acc1: 100.0000 (98.9450) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [510/702] eta: 0:00:06 lr: 0.001 clips/s: 433.677 loss: 0.0093 (0.0341) acc1: 100.0000 (98.9377) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [520/702] eta: 0:00:06 lr: 0.001 clips/s: 439.474 loss: 0.0059 (0.0337) acc1: 100.0000 (98.9443) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [530/702] eta: 0:00:05 lr: 0.001 clips/s: 440.284 loss: 0.0090 (0.0338) acc1: 100.0000 (98.9239) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [540/702] eta: 0:00:05 lr: 0.001 clips/s: 441.406 loss: 0.0124 (0.0338) acc1: 100.0000 (98.9306) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [550/702] eta: 0:00:05 lr: 0.001 clips/s: 437.649 loss: 0.0090 (0.0339) acc1: 100.0000 (98.9111) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [560/702] eta: 0:00:04 lr: 0.001 clips/s: 439.112 loss: 0.0265 (0.0343) acc1: 100.0000 (98.9050) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [570/702] eta: 0:00:04 lr: 0.001 clips/s: 439.237 loss: 0.0210 (0.0341) acc1: 100.0000 (98.9117) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [580/702] eta: 0:00:04 lr: 0.001 clips/s: 435.010 loss: 0.0156 (0.0340) acc1: 100.0000 (98.9181) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [590/702] eta: 0:00:03 lr: 0.001 clips/s: 434.379 loss: 0.0150 (0.0343) acc1: 100.0000 (98.9002) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [600/702] eta: 0:00:03 lr: 0.001 clips/s: 433.709 loss: 0.0150 (0.0341) acc1: 100.0000 (98.9066) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [610/702] eta: 0:00:03 lr: 0.001 clips/s: 435.223 loss: 0.0172 (0.0339) acc1: 100.0000 (98.9245) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [620/702] eta: 0:00:02 lr: 0.001 clips/s: 437.581 loss: 0.0153 (0.0336) acc1: 100.0000 (98.9303) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [630/702] eta: 0:00:02 lr: 0.001 clips/s: 439.849 loss: 0.0153 (0.0336) acc1: 100.0000 (98.9359) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [640/702] eta: 0:00:02 lr: 0.001 clips/s: 439.773 loss: 0.0193 (0.0336) acc1: 100.0000 (98.9414) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [650/702] eta: 0:00:01 lr: 0.001 clips/s: 441.453 loss: 0.0335 (0.0338) acc1: 100.0000 (98.9247) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [660/702] eta: 0:00:01 lr: 0.001 clips/s: 439.961 loss: 0.0223 (0.0337) acc1: 100.0000 (98.9302) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [670/702] eta: 0:00:01 lr: 0.001 clips/s: 437.783 loss: 0.0040 (0.0334) acc1: 100.0000 (98.9461) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [29] [680/702] eta: 0:00:00 lr: 0.001 clips/s: 438.597 loss: 0.0033 (0.0332) acc1: 100.0000 (98.9616) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [690/702] eta: 0:00:00 lr: 0.001 clips/s: 436.128 loss: 0.0179 (0.0335) acc1: 100.0000 (98.9456) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] [700/702] eta: 0:00:00 lr: 0.001 clips/s: 437.352 loss: 0.0308 (0.0334) acc1: 100.0000 (98.9607) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [29] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:58 loss: 2.4438 (2.4438) acc1: 71.4286 (71.4286) acc5: 71.4286 (71.4286) time: 1.0404 data: 1.0227 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.4847 (4.2102) acc1: 57.1429 (48.2320) acc5: 92.8571 (76.1669) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.4259 (4.8474) acc1: 35.7143 (42.5018) acc5: 92.8571 (72.5657) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.1546 (4.5686) acc1: 42.8571 (42.9995) acc5: 85.7143 (74.3474) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.2716 (4.3389) acc1: 64.2857 (44.6562) acc5: 100.0000 (75.9886) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.7586 (4.2664) acc1: 57.1429 (44.7534) acc5: 92.8571 (76.1905) time: 0.0125 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.7234 (4.1850) acc1: 50.0000 (45.1034) acc5: 85.7143 (76.8362) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.0287 (4.1596) acc1: 35.7143 (45.4759) acc5: 71.4286 (76.8902) time: 0.0125 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.2227 (4.1636) acc1: 50.0000 (45.7464) acc5: 92.8571 (77.1001) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.701 Clip Acc@5 77.047 * Video Acc@1 0.666667 * Class Acc@1 [0.2, 0.7333333333333333, 0.0, 0.2, 0.21428571428571427, 0.35714285714285715, 0.7142857142857143, 0.9333333333333333, 0.26666666666666666, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [30] [ 0/702] eta: 0:12:20 lr: 0.00010000000000000002 clips/s: 362.860 loss: 0.0030 (0.0030) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0545 data: 1.0157 max mem: 1119 Epoch: [30] [ 10/702] eta: 0:01:26 lr: 0.00010000000000000002 clips/s: 437.698 loss: 0.0130 (0.0442) acc1: 100.0000 (98.0519) acc5: 100.0000 (100.0000) time: 0.1251 data: 0.0924 max mem: 1119 Epoch: [30] [ 20/702] eta: 0:00:55 lr: 0.00010000000000000002 clips/s: 438.613 loss: 0.0105 (0.0352) acc1: 100.0000 (98.6395) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 436.718 loss: 0.0092 (0.0298) acc1: 100.0000 (98.8479) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 430.078 loss: 0.0102 (0.0272) acc1: 100.0000 (98.9547) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 434.174 loss: 0.0041 (0.0238) acc1: 100.0000 (99.1597) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 437.656 loss: 0.0042 (0.0217) acc1: 100.0000 (99.2974) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 436.037 loss: 0.0056 (0.0215) acc1: 100.0000 (99.2958) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 441.051 loss: 0.0030 (0.0200) acc1: 100.0000 (99.3827) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 440.307 loss: 0.0068 (0.0230) acc1: 100.0000 (99.2151) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 439.539 loss: 0.0142 (0.0231) acc1: 100.0000 (99.2221) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 438.244 loss: 0.0062 (0.0240) acc1: 100.0000 (99.1634) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 436.442 loss: 0.0072 (0.0228) acc1: 100.0000 (99.2326) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 436.193 loss: 0.0099 (0.0236) acc1: 100.0000 (99.1821) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 435.410 loss: 0.0098 (0.0248) acc1: 100.0000 (99.1895) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 437.366 loss: 0.0049 (0.0242) acc1: 100.0000 (99.2431) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 438.384 loss: 0.0108 (0.0266) acc1: 100.0000 (99.1127) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 439.411 loss: 0.0228 (0.0273) acc1: 100.0000 (99.0810) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 439.664 loss: 0.0258 (0.0285) acc1: 100.0000 (99.0529) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 440.724 loss: 0.0258 (0.0281) acc1: 100.0000 (99.1025) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 439.543 loss: 0.0308 (0.0294) acc1: 100.0000 (99.0050) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 438.198 loss: 0.0305 (0.0299) acc1: 100.0000 (98.9844) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 435.529 loss: 0.0196 (0.0299) acc1: 100.0000 (99.0304) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 437.998 loss: 0.0185 (0.0304) acc1: 100.0000 (99.0414) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 434.215 loss: 0.0311 (0.0329) acc1: 100.0000 (98.9330) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 435.998 loss: 0.0267 (0.0335) acc1: 100.0000 (98.9186) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.283 loss: 0.0135 (0.0329) acc1: 100.0000 (98.9600) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 440.763 loss: 0.0076 (0.0331) acc1: 100.0000 (98.9457) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 440.482 loss: 0.0082 (0.0326) acc1: 100.0000 (98.9832) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 439.727 loss: 0.0074 (0.0322) acc1: 100.0000 (99.0182) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 439.099 loss: 0.0064 (0.0317) acc1: 100.0000 (99.0508) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 435.969 loss: 0.0160 (0.0321) acc1: 100.0000 (99.0124) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 435.329 loss: 0.0158 (0.0315) acc1: 100.0000 (99.0432) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.595 loss: 0.0158 (0.0315) acc1: 100.0000 (99.0289) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 434.614 loss: 0.0204 (0.0313) acc1: 100.0000 (99.0155) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 438.446 loss: 0.0078 (0.0320) acc1: 100.0000 (98.9825) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 441.426 loss: 0.0049 (0.0314) acc1: 100.0000 (99.0107) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 441.519 loss: 0.0049 (0.0309) acc1: 100.0000 (99.0374) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.998 loss: 0.0129 (0.0310) acc1: 100.0000 (99.0251) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 439.691 loss: 0.0052 (0.0306) acc1: 100.0000 (99.0318) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.610 loss: 0.0041 (0.0302) acc1: 100.0000 (99.0559) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 437.923 loss: 0.0041 (0.0300) acc1: 100.0000 (99.0789) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 436.894 loss: 0.0056 (0.0299) acc1: 100.0000 (99.0838) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 434.093 loss: 0.0054 (0.0297) acc1: 100.0000 (99.0719) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 435.597 loss: 0.0075 (0.0298) acc1: 100.0000 (99.0606) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 433.731 loss: 0.0269 (0.0304) acc1: 100.0000 (99.0022) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 437.548 loss: 0.0328 (0.0309) acc1: 100.0000 (98.9619) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.241 loss: 0.0307 (0.0308) acc1: 100.0000 (98.9688) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.194 loss: 0.0109 (0.0310) acc1: 100.0000 (98.9753) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.816 loss: 0.0121 (0.0312) acc1: 100.0000 (98.9671) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 438.093 loss: 0.0213 (0.0310) acc1: 100.0000 (98.9877) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 436.452 loss: 0.0094 (0.0305) acc1: 100.0000 (99.0075) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.757 loss: 0.0094 (0.0309) acc1: 100.0000 (98.9992) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.049 loss: 0.0181 (0.0310) acc1: 100.0000 (98.9911) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.817 loss: 0.0077 (0.0307) acc1: 100.0000 (99.0098) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 434.145 loss: 0.0064 (0.0308) acc1: 100.0000 (98.9889) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 436.497 loss: 0.0057 (0.0306) acc1: 100.0000 (98.9941) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.650 loss: 0.0031 (0.0307) acc1: 100.0000 (98.9992) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 440.268 loss: 0.0031 (0.0305) acc1: 100.0000 (99.0042) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 441.101 loss: 0.0034 (0.0304) acc1: 100.0000 (99.0089) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.951 loss: 0.0069 (0.0304) acc1: 100.0000 (99.0135) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 438.935 loss: 0.0069 (0.0303) acc1: 100.0000 (99.0063) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.641 loss: 0.0039 (0.0303) acc1: 100.0000 (98.9993) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.344 loss: 0.0060 (0.0301) acc1: 100.0000 (99.0038) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [30] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.591 loss: 0.0119 (0.0304) acc1: 100.0000 (98.9860) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 434.116 loss: 0.0099 (0.0301) acc1: 100.0000 (99.0015) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 434.743 loss: 0.0074 (0.0303) acc1: 100.0000 (98.9734) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.591 loss: 0.0071 (0.0302) acc1: 100.0000 (98.9674) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 438.827 loss: 0.0053 (0.0305) acc1: 100.0000 (98.9616) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.017 loss: 0.0130 (0.0303) acc1: 100.0000 (98.9766) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [30] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 441.629 loss: 0.0084 (0.0301) acc1: 100.0000 (98.9912) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [30] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:50 loss: 2.7042 (2.7042) acc1: 64.2857 (64.2857) acc5: 71.4286 (71.4286) time: 1.0300 data: 1.0131 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.7262 (4.3069) acc1: 57.1429 (48.1612) acc5: 100.0000 (76.3791) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.5318 (4.9303) acc1: 35.7143 (42.7505) acc5: 92.8571 (73.0277) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.2880 (4.6264) acc1: 50.0000 (43.5216) acc5: 85.7143 (75.1305) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.9366 (4.3697) acc1: 64.2857 (44.9947) acc5: 100.0000 (76.6120) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.9608 (4.2984) acc1: 57.1429 (45.0100) acc5: 85.7143 (76.9176) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.6082 (4.2215) acc1: 50.0000 (45.3649) acc5: 85.7143 (77.3710) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.8257 (4.2059) acc1: 35.7143 (45.4962) acc5: 78.5714 (77.2468) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.8739 (4.2086) acc1: 50.0000 (45.9337) acc5: 92.8571 (77.4211) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.897 Clip Acc@5 77.340 * Video Acc@1 0.683502 * Class Acc@1 [0.2, 0.5333333333333333, 0.0, 0.26666666666666666, 0.35714285714285715, 0.35714285714285715, 0.7142857142857143, 0.9333333333333333, 0.4666666666666667, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6666666666666666, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [31] [ 0/702] eta: 0:12:18 lr: 0.00010000000000000002 clips/s: 333.123 loss: 0.0429 (0.0429) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0520 data: 1.0099 max mem: 1119 Epoch: [31] [ 10/702] eta: 0:01:26 lr: 0.00010000000000000002 clips/s: 437.538 loss: 0.0311 (0.0493) acc1: 100.0000 (97.4026) acc5: 100.0000 (100.0000) time: 0.1249 data: 0.0919 max mem: 1119 Epoch: [31] [ 20/702] eta: 0:00:55 lr: 0.00010000000000000002 clips/s: 435.210 loss: 0.0128 (0.0466) acc1: 100.0000 (97.9592) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 435.036 loss: 0.0143 (0.0391) acc1: 100.0000 (98.3871) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 433.635 loss: 0.0194 (0.0444) acc1: 100.0000 (98.6063) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 438.928 loss: 0.0171 (0.0395) acc1: 100.0000 (98.8796) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 441.459 loss: 0.0102 (0.0371) acc1: 100.0000 (99.0632) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 441.492 loss: 0.0105 (0.0370) acc1: 100.0000 (99.0946) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 441.350 loss: 0.0193 (0.0371) acc1: 100.0000 (98.9418) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 438.771 loss: 0.0124 (0.0352) acc1: 100.0000 (98.9796) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 440.443 loss: 0.0057 (0.0351) acc1: 100.0000 (98.9392) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 438.872 loss: 0.0061 (0.0335) acc1: 100.0000 (99.0347) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 438.306 loss: 0.0123 (0.0328) acc1: 100.0000 (99.0555) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 435.097 loss: 0.0125 (0.0317) acc1: 100.0000 (99.0731) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 435.362 loss: 0.0040 (0.0299) acc1: 100.0000 (99.1388) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 435.232 loss: 0.0066 (0.0294) acc1: 100.0000 (99.1485) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 432.581 loss: 0.0086 (0.0286) acc1: 100.0000 (99.2014) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 436.631 loss: 0.0049 (0.0284) acc1: 100.0000 (99.1646) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 440.030 loss: 0.0059 (0.0282) acc1: 100.0000 (99.1713) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 440.456 loss: 0.0069 (0.0272) acc1: 100.0000 (99.2147) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 438.790 loss: 0.0035 (0.0269) acc1: 100.0000 (99.2537) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [31] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 440.939 loss: 0.0047 (0.0263) acc1: 100.0000 (99.2552) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 440.383 loss: 0.0143 (0.0261) acc1: 100.0000 (99.2889) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 437.164 loss: 0.0178 (0.0265) acc1: 100.0000 (99.2888) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 438.528 loss: 0.0137 (0.0264) acc1: 100.0000 (99.3183) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 432.453 loss: 0.0120 (0.0264) acc1: 100.0000 (99.3455) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 435.132 loss: 0.0154 (0.0263) acc1: 100.0000 (99.3432) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 434.273 loss: 0.0040 (0.0256) acc1: 100.0000 (99.3674) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 438.954 loss: 0.0040 (0.0252) acc1: 100.0000 (99.3645) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 441.191 loss: 0.0041 (0.0248) acc1: 100.0000 (99.3618) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 439.474 loss: 0.0055 (0.0246) acc1: 100.0000 (99.3593) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 441.065 loss: 0.0034 (0.0239) acc1: 100.0000 (99.3799) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.743 loss: 0.0023 (0.0240) acc1: 100.0000 (99.3769) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.509 loss: 0.0097 (0.0239) acc1: 100.0000 (99.3742) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 437.079 loss: 0.0087 (0.0237) acc1: 100.0000 (99.3716) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 435.081 loss: 0.0086 (0.0242) acc1: 100.0000 (99.3488) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 434.556 loss: 0.0142 (0.0249) acc1: 100.0000 (99.3471) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 434.997 loss: 0.0101 (0.0247) acc1: 100.0000 (99.3454) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 434.376 loss: 0.0062 (0.0253) acc1: 100.0000 (99.3251) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 436.426 loss: 0.0040 (0.0249) acc1: 100.0000 (99.3241) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 441.108 loss: 0.0047 (0.0247) acc1: 100.0000 (99.3409) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 437.995 loss: 0.0060 (0.0246) acc1: 100.0000 (99.3222) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 441.200 loss: 0.0072 (0.0245) acc1: 100.0000 (99.3383) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.456 loss: 0.0076 (0.0244) acc1: 100.0000 (99.3371) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.610 loss: 0.0076 (0.0249) acc1: 100.0000 (99.3035) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 436.666 loss: 0.0089 (0.0248) acc1: 100.0000 (99.2873) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 435.546 loss: 0.0052 (0.0250) acc1: 100.0000 (99.2718) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 434.421 loss: 0.0095 (0.0259) acc1: 100.0000 (99.2417) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 437.506 loss: 0.0105 (0.0259) acc1: 100.0000 (99.2426) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 437.561 loss: 0.0075 (0.0260) acc1: 100.0000 (99.2435) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 440.820 loss: 0.0115 (0.0258) acc1: 100.0000 (99.2586) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 439.612 loss: 0.0115 (0.0258) acc1: 100.0000 (99.2592) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 439.687 loss: 0.0118 (0.0257) acc1: 100.0000 (99.2597) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [31] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 440.225 loss: 0.0115 (0.0257) acc1: 100.0000 (99.2602) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.257 loss: 0.0024 (0.0258) acc1: 100.0000 (99.2474) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.745 loss: 0.0042 (0.0260) acc1: 100.0000 (99.2222) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 436.868 loss: 0.0063 (0.0259) acc1: 100.0000 (99.2361) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.388 loss: 0.0063 (0.0257) acc1: 100.0000 (99.2494) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [31] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.456 loss: 0.0066 (0.0255) acc1: 100.0000 (99.2624) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 435.258 loss: 0.0061 (0.0256) acc1: 100.0000 (99.2507) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [31] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 435.504 loss: 0.0128 (0.0263) acc1: 100.0000 (99.2156) acc5: 100.0000 (100.0000) time: 0.0327 data: 0.0001 max mem: 1119 Epoch: [31] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 433.485 loss: 0.0248 (0.0267) acc1: 100.0000 (99.2167) acc5: 100.0000 (100.0000) time: 0.0341 data: 0.0014 max mem: 1119 Epoch: [31] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 438.384 loss: 0.0190 (0.0266) acc1: 100.0000 (99.2179) acc5: 100.0000 (100.0000) time: 0.0335 data: 0.0014 max mem: 1119 Epoch: [31] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 438.080 loss: 0.0106 (0.0266) acc1: 100.0000 (99.2189) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [31] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.733 loss: 0.0080 (0.0271) acc1: 100.0000 (99.1754) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [31] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 436.199 loss: 0.0049 (0.0269) acc1: 100.0000 (99.1881) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [31] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 427.433 loss: 0.0097 (0.0270) acc1: 100.0000 (99.1679) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [31] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.092 loss: 0.0127 (0.0270) acc1: 100.0000 (99.1590) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [31] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.949 loss: 0.0110 (0.0269) acc1: 100.0000 (99.1714) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [31] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 438.640 loss: 0.0073 (0.0273) acc1: 100.0000 (99.1627) acc5: 100.0000 (99.9897) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [31] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 434.791 loss: 0.0179 (0.0275) acc1: 100.0000 (99.1543) acc5: 100.0000 (99.9898) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [31] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:41 loss: 2.1846 (2.1846) acc1: 71.4286 (71.4286) acc5: 71.4286 (71.4286) time: 1.0186 data: 1.0012 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.8216 (4.2962) acc1: 64.2857 (48.5149) acc5: 100.0000 (75.9547) time: 0.0125 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.6086 (4.9573) acc1: 42.8571 (42.4307) acc5: 92.8571 (72.4591) time: 0.0125 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.6007 (4.6222) acc1: 42.8571 (43.4504) acc5: 85.7143 (74.4186) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.4209 (4.3807) acc1: 64.2857 (45.0125) acc5: 100.0000 (75.9173) time: 0.0125 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.7233 (4.3187) acc1: 50.0000 (44.8104) acc5: 85.7143 (76.3045) time: 0.0125 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.7445 (4.2523) acc1: 57.1429 (45.1391) acc5: 85.7143 (76.9907) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.2623 (4.2524) acc1: 28.5714 (45.1702) acc5: 71.4286 (76.9411) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.4419 (4.2573) acc1: 57.1429 (45.5859) acc5: 85.7143 (77.1446) time: 0.0121 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.559 Clip Acc@5 77.083 * Video Acc@1 0.673401 * Class Acc@1 [0.2, 0.6, 0.0, 0.26666666666666666, 0.42857142857142855, 0.35714285714285715, 0.7142857142857143, 0.8666666666666667, 0.4, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.5333333333333333, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [32] [ 0/702] eta: 0:12:16 lr: 0.00010000000000000002 clips/s: 319.629 loss: 0.0287 (0.0287) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0487 data: 1.0048 max mem: 1119 Epoch: [32] [ 10/702] eta: 0:01:26 lr: 0.00010000000000000002 clips/s: 434.305 loss: 0.0067 (0.0099) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 0.1246 data: 0.0914 max mem: 1119 Epoch: [32] [ 20/702] eta: 0:00:55 lr: 0.00010000000000000002 clips/s: 434.656 loss: 0.0086 (0.0392) acc1: 100.0000 (98.6395) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [32] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 439.757 loss: 0.0305 (0.0594) acc1: 100.0000 (97.6959) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [32] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 436.738 loss: 0.0241 (0.0530) acc1: 100.0000 (97.7352) acc5: 100.0000 (100.0000) time: 0.0325 data: 0.0001 max mem: 1119 Epoch: [32] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 435.630 loss: 0.0078 (0.0477) acc1: 100.0000 (98.1793) acc5: 100.0000 (100.0000) time: 0.0325 data: 0.0001 max mem: 1119 Epoch: [32] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 435.504 loss: 0.0126 (0.0446) acc1: 100.0000 (98.4778) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [32] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 432.517 loss: 0.0126 (0.0443) acc1: 100.0000 (98.4909) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 435.310 loss: 0.0364 (0.0464) acc1: 100.0000 (98.3245) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 430.157 loss: 0.0212 (0.0469) acc1: 100.0000 (98.3516) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 438.994 loss: 0.0264 (0.0498) acc1: 100.0000 (98.2320) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 440.446 loss: 0.0290 (0.0505) acc1: 100.0000 (98.1982) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 441.449 loss: 0.0172 (0.0502) acc1: 100.0000 (98.2290) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 440.390 loss: 0.0123 (0.0497) acc1: 100.0000 (98.2552) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.743 loss: 0.0047 (0.0473) acc1: 100.0000 (98.3789) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 440.555 loss: 0.0096 (0.0488) acc1: 100.0000 (98.3444) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 439.191 loss: 0.0339 (0.0497) acc1: 100.0000 (98.3141) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 437.568 loss: 0.0116 (0.0474) acc1: 100.0000 (98.4127) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 432.715 loss: 0.0082 (0.0457) acc1: 100.0000 (98.4609) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [32] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 434.585 loss: 0.0082 (0.0443) acc1: 100.0000 (98.5041) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [32] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 434.315 loss: 0.0071 (0.0435) acc1: 100.0000 (98.5430) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 435.849 loss: 0.0148 (0.0424) acc1: 100.0000 (98.6121) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 436.070 loss: 0.0113 (0.0415) acc1: 100.0000 (98.6425) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 439.201 loss: 0.0041 (0.0402) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 440.873 loss: 0.0017 (0.0396) acc1: 100.0000 (98.7255) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 438.041 loss: 0.0059 (0.0387) acc1: 100.0000 (98.7763) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 440.056 loss: 0.0160 (0.0392) acc1: 100.0000 (98.7685) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [32] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.503 loss: 0.0048 (0.0381) acc1: 100.0000 (98.8139) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 436.024 loss: 0.0023 (0.0381) acc1: 100.0000 (98.8307) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 437.112 loss: 0.0042 (0.0382) acc1: 100.0000 (98.8463) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 435.258 loss: 0.0042 (0.0372) acc1: 100.0000 (98.8847) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 432.438 loss: 0.0062 (0.0365) acc1: 100.0000 (98.9205) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.065 loss: 0.0106 (0.0378) acc1: 100.0000 (98.8206) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.739 loss: 0.0098 (0.0370) acc1: 100.0000 (98.8563) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 438.633 loss: 0.0044 (0.0367) acc1: 100.0000 (98.8479) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 440.337 loss: 0.0136 (0.0363) acc1: 100.0000 (98.8604) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 438.981 loss: 0.0050 (0.0356) acc1: 100.0000 (98.8722) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 439.664 loss: 0.0042 (0.0352) acc1: 100.0000 (98.9026) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 439.763 loss: 0.0088 (0.0354) acc1: 100.0000 (98.9126) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 440.509 loss: 0.0126 (0.0352) acc1: 100.0000 (98.9404) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 439.381 loss: 0.0158 (0.0358) acc1: 100.0000 (98.9491) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 437.235 loss: 0.0068 (0.0354) acc1: 100.0000 (98.9572) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 434.065 loss: 0.0083 (0.0352) acc1: 100.0000 (98.9650) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 433.898 loss: 0.0083 (0.0346) acc1: 100.0000 (98.9891) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 435.542 loss: 0.0081 (0.0343) acc1: 100.0000 (98.9958) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [32] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 433.936 loss: 0.0141 (0.0341) acc1: 100.0000 (99.0181) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 438.863 loss: 0.0089 (0.0337) acc1: 100.0000 (99.0394) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 441.234 loss: 0.0136 (0.0339) acc1: 100.0000 (98.9991) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 437.864 loss: 0.0378 (0.0342) acc1: 100.0000 (98.9753) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [32] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.949 loss: 0.0049 (0.0336) acc1: 100.0000 (98.9962) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [32] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 439.882 loss: 0.0016 (0.0331) acc1: 100.0000 (99.0163) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.528 loss: 0.0017 (0.0338) acc1: 100.0000 (99.0075) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 433.440 loss: 0.0046 (0.0337) acc1: 100.0000 (99.0129) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.245 loss: 0.0059 (0.0335) acc1: 100.0000 (99.0046) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 432.625 loss: 0.0169 (0.0334) acc1: 100.0000 (99.0098) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.636 loss: 0.0217 (0.0338) acc1: 100.0000 (98.9889) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.623 loss: 0.0060 (0.0334) acc1: 100.0000 (98.9941) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.608 loss: 0.0089 (0.0337) acc1: 100.0000 (98.9742) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.296 loss: 0.0193 (0.0336) acc1: 100.0000 (98.9796) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.770 loss: 0.0228 (0.0342) acc1: 100.0000 (98.9727) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.796 loss: 0.0066 (0.0340) acc1: 100.0000 (98.9779) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.694 loss: 0.0040 (0.0340) acc1: 100.0000 (98.9829) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 440.529 loss: 0.0038 (0.0339) acc1: 100.0000 (98.9763) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 438.015 loss: 0.0067 (0.0341) acc1: 100.0000 (98.9699) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 436.280 loss: 0.0110 (0.0342) acc1: 100.0000 (98.9637) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 434.846 loss: 0.0029 (0.0338) acc1: 100.0000 (98.9796) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 433.959 loss: 0.0037 (0.0334) acc1: 100.0000 (98.9950) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 435.181 loss: 0.0060 (0.0332) acc1: 100.0000 (98.9994) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 436.764 loss: 0.0075 (0.0334) acc1: 100.0000 (98.9931) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.681 loss: 0.0077 (0.0332) acc1: 100.0000 (98.9973) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [32] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.145 loss: 0.0074 (0.0333) acc1: 100.0000 (98.9912) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [32] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:46 loss: 3.0872 (3.0872) acc1: 71.4286 (71.4286) acc5: 71.4286 (71.4286) time: 1.0257 data: 1.0092 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.7488 (4.3442) acc1: 71.4286 (48.5856) acc5: 100.0000 (75.8840) time: 0.0125 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 1.9243 (5.0144) acc1: 35.7143 (42.5018) acc5: 92.8571 (72.2459) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.3866 (4.6864) acc1: 50.0000 (43.1419) acc5: 85.7143 (74.4661) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.9938 (4.4317) acc1: 64.2857 (44.7631) acc5: 100.0000 (75.8995) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.4020 (4.3539) acc1: 57.1429 (44.6108) acc5: 85.7143 (76.0764) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.7701 (4.2818) acc1: 42.8571 (44.9608) acc5: 85.7143 (76.9194) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.7562 (4.2720) acc1: 21.4286 (45.1600) acc5: 71.4286 (76.7577) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.4197 (4.2756) acc1: 50.0000 (45.6750) acc5: 92.8571 (76.9930) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.622 Clip Acc@5 76.959 * Video Acc@1 0.680135 * Class Acc@1 [0.13333333333333333, 0.5333333333333333, 0.0, 0.26666666666666666, 0.35714285714285715, 0.35714285714285715, 0.7857142857142857, 0.9333333333333333, 0.5333333333333333, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [33] [ 0/702] eta: 0:12:18 lr: 0.00010000000000000002 clips/s: 363.213 loss: 0.0020 (0.0020) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0521 data: 1.0134 max mem: 1119 Epoch: [33] [ 10/702] eta: 0:01:26 lr: 0.00010000000000000002 clips/s: 438.512 loss: 0.0107 (0.0309) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.1249 data: 0.0922 max mem: 1119 Epoch: [33] [ 20/702] eta: 0:00:55 lr: 0.00010000000000000002 clips/s: 420.079 loss: 0.0094 (0.0216) acc1: 100.0000 (99.3197) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 433.552 loss: 0.0061 (0.0258) acc1: 100.0000 (98.8479) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 437.121 loss: 0.0078 (0.0278) acc1: 100.0000 (98.6063) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 439.931 loss: 0.0078 (0.0316) acc1: 100.0000 (98.5994) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [33] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 439.237 loss: 0.0108 (0.0383) acc1: 100.0000 (98.3607) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 440.258 loss: 0.0205 (0.0359) acc1: 100.0000 (98.4909) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 430.333 loss: 0.0147 (0.0346) acc1: 100.0000 (98.5891) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 435.565 loss: 0.0141 (0.0331) acc1: 100.0000 (98.6656) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 434.530 loss: 0.0095 (0.0317) acc1: 100.0000 (98.7977) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 437.225 loss: 0.0068 (0.0306) acc1: 100.0000 (98.8417) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 437.940 loss: 0.0068 (0.0302) acc1: 100.0000 (98.8784) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 438.731 loss: 0.0166 (0.0305) acc1: 100.0000 (98.8550) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 440.942 loss: 0.0130 (0.0308) acc1: 100.0000 (98.8855) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 440.040 loss: 0.0070 (0.0299) acc1: 100.0000 (98.9120) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 440.367 loss: 0.0105 (0.0311) acc1: 100.0000 (98.8909) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 438.666 loss: 0.0107 (0.0312) acc1: 100.0000 (98.7886) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 437.186 loss: 0.0118 (0.0311) acc1: 100.0000 (98.8161) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 433.181 loss: 0.0120 (0.0302) acc1: 100.0000 (98.8781) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 434.366 loss: 0.0052 (0.0293) acc1: 100.0000 (98.9339) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 434.907 loss: 0.0041 (0.0297) acc1: 100.0000 (98.9167) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 436.027 loss: 0.0054 (0.0300) acc1: 100.0000 (98.9011) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 438.748 loss: 0.0097 (0.0294) acc1: 100.0000 (98.9487) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 440.882 loss: 0.0018 (0.0294) acc1: 100.0000 (98.9330) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 440.558 loss: 0.0058 (0.0295) acc1: 100.0000 (98.9471) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 438.149 loss: 0.0058 (0.0286) acc1: 100.0000 (98.9874) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 436.858 loss: 0.0031 (0.0286) acc1: 100.0000 (98.9984) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 436.364 loss: 0.0056 (0.0295) acc1: 100.0000 (98.9832) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 434.068 loss: 0.0073 (0.0289) acc1: 100.0000 (99.0182) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 434.839 loss: 0.0123 (0.0294) acc1: 100.0000 (99.0271) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.807 loss: 0.0146 (0.0294) acc1: 100.0000 (99.0354) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.977 loss: 0.0186 (0.0294) acc1: 100.0000 (99.0432) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.109 loss: 0.0131 (0.0296) acc1: 100.0000 (99.0289) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 438.869 loss: 0.0194 (0.0300) acc1: 100.0000 (98.9946) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 438.149 loss: 0.0301 (0.0299) acc1: 100.0000 (99.0232) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 439.155 loss: 0.0156 (0.0301) acc1: 100.0000 (99.0107) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 436.825 loss: 0.0126 (0.0304) acc1: 100.0000 (98.9988) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.329 loss: 0.0074 (0.0300) acc1: 100.0000 (99.0251) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 434.579 loss: 0.0074 (0.0297) acc1: 100.0000 (99.0501) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 434.749 loss: 0.0085 (0.0295) acc1: 100.0000 (99.0737) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 435.646 loss: 0.0170 (0.0293) acc1: 100.0000 (99.0963) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 440.469 loss: 0.0050 (0.0289) acc1: 100.0000 (99.1177) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 437.763 loss: 0.0019 (0.0285) acc1: 100.0000 (99.1382) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.748 loss: 0.0024 (0.0280) acc1: 100.0000 (99.1578) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 436.900 loss: 0.0035 (0.0278) acc1: 100.0000 (99.1764) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 434.710 loss: 0.0097 (0.0278) acc1: 100.0000 (99.1788) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 434.730 loss: 0.0105 (0.0277) acc1: 100.0000 (99.1811) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 435.320 loss: 0.0063 (0.0275) acc1: 100.0000 (99.1981) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 438.564 loss: 0.0080 (0.0275) acc1: 100.0000 (99.1999) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 440.926 loss: 0.0092 (0.0276) acc1: 100.0000 (99.2016) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 440.274 loss: 0.0060 (0.0275) acc1: 100.0000 (99.2172) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 440.129 loss: 0.0069 (0.0276) acc1: 100.0000 (99.2322) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 439.882 loss: 0.0158 (0.0275) acc1: 100.0000 (99.2333) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 436.708 loss: 0.0143 (0.0277) acc1: 100.0000 (99.2210) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.455 loss: 0.0143 (0.0277) acc1: 100.0000 (99.2222) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 432.546 loss: 0.0150 (0.0277) acc1: 100.0000 (99.2233) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.678 loss: 0.0150 (0.0277) acc1: 100.0000 (99.2244) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.388 loss: 0.0046 (0.0278) acc1: 100.0000 (99.2255) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 441.121 loss: 0.0060 (0.0276) acc1: 100.0000 (99.2265) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.154 loss: 0.0061 (0.0275) acc1: 100.0000 (99.2394) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 440.538 loss: 0.0073 (0.0281) acc1: 100.0000 (99.2401) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.457 loss: 0.0206 (0.0286) acc1: 100.0000 (99.2179) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.727 loss: 0.0273 (0.0285) acc1: 100.0000 (99.2189) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.785 loss: 0.0145 (0.0285) acc1: 100.0000 (99.2311) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [33] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 434.521 loss: 0.0145 (0.0285) acc1: 100.0000 (99.2210) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 432.119 loss: 0.0111 (0.0287) acc1: 100.0000 (99.2112) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.669 loss: 0.0109 (0.0285) acc1: 100.0000 (99.2123) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.618 loss: 0.0064 (0.0283) acc1: 100.0000 (99.2238) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 441.971 loss: 0.0149 (0.0293) acc1: 100.0000 (99.1834) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [33] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.287 loss: 0.0182 (0.0293) acc1: 100.0000 (99.1848) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [33] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:52 loss: 2.3325 (2.3325) acc1: 64.2857 (64.2857) acc5: 71.4286 (71.4286) time: 1.0327 data: 1.0146 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.1542 (4.2757) acc1: 64.2857 (47.8784) acc5: 92.8571 (76.8034) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.2671 (4.9616) acc1: 42.8571 (42.6795) acc5: 92.8571 (73.2054) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.1188 (4.6560) acc1: 42.8571 (43.4267) acc5: 85.7143 (75.2492) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.6203 (4.4133) acc1: 64.2857 (44.8522) acc5: 100.0000 (76.5408) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.1794 (4.3380) acc1: 50.0000 (44.8674) acc5: 85.7143 (76.8891) time: 0.0126 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.8806 (4.2507) acc1: 50.0000 (45.4124) acc5: 85.7143 (77.6206) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.0980 (4.2486) acc1: 28.5714 (45.4453) acc5: 78.5714 (77.3691) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.8576 (4.2597) acc1: 50.0000 (45.7910) acc5: 92.8571 (77.4389) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.746 Clip Acc@5 77.384 * Video Acc@1 0.663300 * Class Acc@1 [0.13333333333333333, 0.4, 0.0, 0.26666666666666666, 0.21428571428571427, 0.35714285714285715, 0.7857142857142857, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6666666666666666, 0.9333333333333333, 0.4, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [34] [ 0/702] eta: 0:12:29 lr: 0.00010000000000000002 clips/s: 364.378 loss: 0.0168 (0.0168) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0676 data: 1.0290 max mem: 1119 Epoch: [34] [ 10/702] eta: 0:01:27 lr: 0.00010000000000000002 clips/s: 437.535 loss: 0.0168 (0.0201) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 0.1263 data: 0.0936 max mem: 1119 Epoch: [34] [ 20/702] eta: 0:00:55 lr: 0.00010000000000000002 clips/s: 432.925 loss: 0.0116 (0.0227) acc1: 100.0000 (99.6599) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [ 30/702] eta: 0:00:44 lr: 0.00010000000000000002 clips/s: 439.257 loss: 0.0116 (0.0235) acc1: 100.0000 (99.5392) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [34] [ 40/702] eta: 0:00:38 lr: 0.00010000000000000002 clips/s: 435.998 loss: 0.0058 (0.0229) acc1: 100.0000 (99.6516) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [34] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 433.872 loss: 0.0073 (0.0261) acc1: 100.0000 (99.4398) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [34] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 434.904 loss: 0.0073 (0.0259) acc1: 100.0000 (99.4145) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 436.209 loss: 0.0166 (0.0282) acc1: 100.0000 (99.3964) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 438.198 loss: 0.0208 (0.0284) acc1: 100.0000 (99.3827) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 440.959 loss: 0.0211 (0.0301) acc1: 100.0000 (99.2936) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 440.225 loss: 0.0097 (0.0279) acc1: 100.0000 (99.3635) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 440.687 loss: 0.0116 (0.0289) acc1: 100.0000 (99.2278) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 439.086 loss: 0.0202 (0.0288) acc1: 100.0000 (99.2326) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.066 loss: 0.0180 (0.0295) acc1: 100.0000 (99.1821) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 437.310 loss: 0.0128 (0.0318) acc1: 100.0000 (99.0375) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 431.814 loss: 0.0068 (0.0317) acc1: 100.0000 (99.0539) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 434.881 loss: 0.0105 (0.0312) acc1: 100.0000 (99.1127) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 435.152 loss: 0.0100 (0.0314) acc1: 100.0000 (99.1228) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 437.927 loss: 0.0059 (0.0312) acc1: 100.0000 (99.1318) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 440.813 loss: 0.0081 (0.0304) acc1: 100.0000 (99.1773) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 440.545 loss: 0.0108 (0.0298) acc1: 100.0000 (99.2182) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 435.785 loss: 0.0110 (0.0302) acc1: 100.0000 (99.1875) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 439.066 loss: 0.0176 (0.0298) acc1: 100.0000 (99.1920) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 437.294 loss: 0.0072 (0.0291) acc1: 100.0000 (99.2270) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 433.401 loss: 0.0084 (0.0294) acc1: 100.0000 (99.2294) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 434.495 loss: 0.0137 (0.0295) acc1: 100.0000 (99.1747) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 432.638 loss: 0.0112 (0.0290) acc1: 100.0000 (99.2063) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 438.797 loss: 0.0112 (0.0292) acc1: 100.0000 (99.1829) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.046 loss: 0.0114 (0.0297) acc1: 100.0000 (99.1357) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 439.954 loss: 0.0114 (0.0297) acc1: 100.0000 (99.1163) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 438.941 loss: 0.0059 (0.0295) acc1: 100.0000 (99.1220) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.053 loss: 0.0052 (0.0292) acc1: 100.0000 (99.1272) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.520 loss: 0.0050 (0.0287) acc1: 100.0000 (99.1544) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.987 loss: 0.0032 (0.0281) acc1: 100.0000 (99.1800) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 435.084 loss: 0.0148 (0.0287) acc1: 100.0000 (99.1621) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 435.610 loss: 0.0167 (0.0287) acc1: 100.0000 (99.1453) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.066 loss: 0.0073 (0.0284) acc1: 100.0000 (99.1492) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 440.205 loss: 0.0113 (0.0287) acc1: 100.0000 (99.1529) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.060 loss: 0.0120 (0.0284) acc1: 100.0000 (99.1751) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 440.198 loss: 0.0090 (0.0283) acc1: 100.0000 (99.1779) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 436.663 loss: 0.0094 (0.0283) acc1: 100.0000 (99.1628) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 434.521 loss: 0.0135 (0.0285) acc1: 100.0000 (99.1658) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 436.215 loss: 0.0135 (0.0284) acc1: 100.0000 (99.1686) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 434.727 loss: 0.0090 (0.0282) acc1: 100.0000 (99.1879) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 435.520 loss: 0.0112 (0.0281) acc1: 100.0000 (99.1902) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 440.879 loss: 0.0188 (0.0282) acc1: 100.0000 (99.1923) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 439.661 loss: 0.0055 (0.0277) acc1: 100.0000 (99.2098) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.284 loss: 0.0046 (0.0275) acc1: 100.0000 (99.2266) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.086 loss: 0.0054 (0.0277) acc1: 100.0000 (99.2129) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.204 loss: 0.0092 (0.0281) acc1: 100.0000 (99.1999) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 438.404 loss: 0.0044 (0.0279) acc1: 100.0000 (99.1873) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 434.833 loss: 0.0026 (0.0279) acc1: 100.0000 (99.1753) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 435.872 loss: 0.0070 (0.0281) acc1: 100.0000 (99.1637) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.216 loss: 0.0070 (0.0279) acc1: 100.0000 (99.1794) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 436.446 loss: 0.0231 (0.0284) acc1: 100.0000 (99.1418) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 440.396 loss: 0.0169 (0.0281) acc1: 100.0000 (99.1574) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.162 loss: 0.0169 (0.0284) acc1: 100.0000 (99.1469) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.822 loss: 0.0197 (0.0282) acc1: 100.0000 (99.1619) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.622 loss: 0.0054 (0.0282) acc1: 100.0000 (99.1640) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 437.271 loss: 0.0088 (0.0282) acc1: 100.0000 (99.1661) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.783 loss: 0.0066 (0.0279) acc1: 100.0000 (99.1799) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 433.972 loss: 0.0050 (0.0278) acc1: 100.0000 (99.1934) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 433.654 loss: 0.0059 (0.0279) acc1: 100.0000 (99.1833) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 438.617 loss: 0.0115 (0.0278) acc1: 100.0000 (99.1850) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.720 loss: 0.0138 (0.0277) acc1: 100.0000 (99.1754) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.077 loss: 0.0140 (0.0278) acc1: 100.0000 (99.1661) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 435.875 loss: 0.0161 (0.0278) acc1: 100.0000 (99.1679) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.224 loss: 0.0035 (0.0276) acc1: 100.0000 (99.1803) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 438.545 loss: 0.0026 (0.0281) acc1: 100.0000 (99.1609) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [34] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 435.626 loss: 0.0031 (0.0278) acc1: 100.0000 (99.1730) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 435.830 loss: 0.0042 (0.0279) acc1: 100.0000 (99.1746) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [34] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:25 loss: 3.0309 (3.0309) acc1: 71.4286 (71.4286) acc5: 71.4286 (71.4286) time: 0.9998 data: 0.9841 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.2254 (4.4033) acc1: 64.2857 (47.1004) acc5: 100.0000 (75.6719) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.5570 (5.0728) acc1: 42.8571 (41.3646) acc5: 92.8571 (72.0327) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.2697 (4.7146) acc1: 50.0000 (42.3588) acc5: 85.7143 (74.3000) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.5305 (4.4559) acc1: 71.4286 (44.2287) acc5: 100.0000 (75.7927) time: 0.0125 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.7289 (4.3604) acc1: 57.1429 (44.5110) acc5: 85.7143 (76.2190) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.6835 (4.2824) acc1: 50.0000 (44.9132) acc5: 92.8571 (76.9670) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.3433 (4.2750) acc1: 28.5714 (45.0988) acc5: 78.5714 (76.8800) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.5623 (4.2758) acc1: 50.0000 (45.5591) acc5: 92.8571 (77.1090) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.515 Clip Acc@5 77.083 * Video Acc@1 0.673401 * Class Acc@1 [0.2, 0.4666666666666667, 0.0, 0.26666666666666666, 0.2857142857142857, 0.35714285714285715, 0.7142857142857143, 0.9333333333333333, 0.5333333333333333, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.8666666666666667, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [35] [ 0/702] eta: 0:12:24 lr: 0.00010000000000000002 clips/s: 320.639 loss: 0.0024 (0.0024) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0603 data: 1.0165 max mem: 1119 Epoch: [35] [ 10/702] eta: 0:01:27 lr: 0.00010000000000000002 clips/s: 435.103 loss: 0.0102 (0.0252) acc1: 100.0000 (99.3506) acc5: 100.0000 (100.0000) time: 0.1259 data: 0.0925 max mem: 1119 Epoch: [35] [ 20/702] eta: 0:00:55 lr: 0.00010000000000000002 clips/s: 433.456 loss: 0.0102 (0.0231) acc1: 100.0000 (99.6599) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [35] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 431.671 loss: 0.0072 (0.0428) acc1: 100.0000 (98.6175) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 436.741 loss: 0.0066 (0.0375) acc1: 100.0000 (98.6063) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 441.310 loss: 0.0042 (0.0330) acc1: 100.0000 (98.7395) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 440.916 loss: 0.0089 (0.0359) acc1: 100.0000 (98.7119) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 440.466 loss: 0.0152 (0.0333) acc1: 100.0000 (98.7928) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 437.418 loss: 0.0083 (0.0332) acc1: 100.0000 (98.7654) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 436.708 loss: 0.0104 (0.0325) acc1: 100.0000 (98.8226) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 435.303 loss: 0.0074 (0.0321) acc1: 100.0000 (98.7977) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 434.630 loss: 0.0113 (0.0342) acc1: 100.0000 (98.7130) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 434.608 loss: 0.0117 (0.0345) acc1: 100.0000 (98.7603) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.155 loss: 0.0194 (0.0341) acc1: 100.0000 (98.8550) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 437.682 loss: 0.0192 (0.0326) acc1: 100.0000 (98.9362) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 439.576 loss: 0.0093 (0.0328) acc1: 100.0000 (98.8647) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 434.894 loss: 0.0051 (0.0312) acc1: 100.0000 (98.9352) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 438.270 loss: 0.0047 (0.0306) acc1: 100.0000 (98.9557) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 435.000 loss: 0.0293 (0.0321) acc1: 100.0000 (98.8556) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 433.731 loss: 0.0222 (0.0320) acc1: 100.0000 (98.8781) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 435.355 loss: 0.0088 (0.0313) acc1: 100.0000 (98.8984) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 435.833 loss: 0.0041 (0.0315) acc1: 100.0000 (98.8829) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 441.038 loss: 0.0091 (0.0321) acc1: 100.0000 (98.8688) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 438.994 loss: 0.0197 (0.0337) acc1: 100.0000 (98.8559) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 440.020 loss: 0.0149 (0.0337) acc1: 100.0000 (98.8441) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 439.345 loss: 0.0264 (0.0351) acc1: 100.0000 (98.7479) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 436.429 loss: 0.0322 (0.0346) acc1: 100.0000 (98.7685) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 434.907 loss: 0.0075 (0.0336) acc1: 100.0000 (98.8139) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 430.523 loss: 0.0084 (0.0339) acc1: 100.0000 (98.7799) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 435.610 loss: 0.0211 (0.0338) acc1: 100.0000 (98.7727) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 439.905 loss: 0.0046 (0.0328) acc1: 100.0000 (98.8135) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.000 loss: 0.0056 (0.0330) acc1: 100.0000 (98.7827) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.347 loss: 0.0265 (0.0332) acc1: 100.0000 (98.7761) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.214 loss: 0.0088 (0.0326) acc1: 100.0000 (98.8131) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 428.771 loss: 0.0043 (0.0321) acc1: 100.0000 (98.8479) acc5: 100.0000 (100.0000) time: 0.0325 data: 0.0001 max mem: 1119 Epoch: [35] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 435.562 loss: 0.0062 (0.0325) acc1: 100.0000 (98.8197) acc5: 100.0000 (100.0000) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [35] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.152 loss: 0.0182 (0.0335) acc1: 100.0000 (98.7732) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 440.691 loss: 0.0095 (0.0332) acc1: 100.0000 (98.7678) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 439.480 loss: 0.0095 (0.0333) acc1: 100.0000 (98.7814) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 435.604 loss: 0.0154 (0.0332) acc1: 100.0000 (98.7943) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.479 loss: 0.0127 (0.0328) acc1: 100.0000 (98.8066) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 433.111 loss: 0.0095 (0.0328) acc1: 100.0000 (98.8008) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 434.656 loss: 0.0100 (0.0328) acc1: 100.0000 (98.7784) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 435.956 loss: 0.0106 (0.0326) acc1: 100.0000 (98.7736) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [35] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 437.024 loss: 0.0036 (0.0326) acc1: 100.0000 (98.7852) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 440.667 loss: 0.0175 (0.0328) acc1: 100.0000 (98.7646) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 439.510 loss: 0.0179 (0.0326) acc1: 100.0000 (98.7914) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 438.332 loss: 0.0123 (0.0326) acc1: 100.0000 (98.8019) acc5: 100.0000 (99.9848) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 437.646 loss: 0.0056 (0.0323) acc1: 100.0000 (98.8120) acc5: 100.0000 (99.9851) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 434.315 loss: 0.0072 (0.0320) acc1: 100.0000 (98.8362) acc5: 100.0000 (99.9855) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 436.423 loss: 0.0072 (0.0316) acc1: 100.0000 (98.8594) acc5: 100.0000 (99.9857) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 434.640 loss: 0.0065 (0.0320) acc1: 100.0000 (98.8538) acc5: 100.0000 (99.9860) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 436.799 loss: 0.0165 (0.0318) acc1: 100.0000 (98.8621) acc5: 100.0000 (99.9863) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 441.811 loss: 0.0099 (0.0315) acc1: 100.0000 (98.8835) acc5: 100.0000 (99.9865) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.414 loss: 0.0032 (0.0310) acc1: 100.0000 (98.9041) acc5: 100.0000 (99.9868) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 439.720 loss: 0.0050 (0.0313) acc1: 100.0000 (98.9111) acc5: 100.0000 (99.9870) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.031 loss: 0.0109 (0.0309) acc1: 100.0000 (98.9305) acc5: 100.0000 (99.9873) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.646 loss: 0.0038 (0.0306) acc1: 100.0000 (98.9492) acc5: 100.0000 (99.9875) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 436.147 loss: 0.0018 (0.0306) acc1: 100.0000 (98.9304) acc5: 100.0000 (99.9877) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 434.984 loss: 0.0038 (0.0303) acc1: 100.0000 (98.9485) acc5: 100.0000 (99.9879) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 437.685 loss: 0.0133 (0.0305) acc1: 100.0000 (98.9541) acc5: 100.0000 (99.9881) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 440.182 loss: 0.0202 (0.0304) acc1: 100.0000 (98.9479) acc5: 100.0000 (99.9883) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 437.933 loss: 0.0050 (0.0304) acc1: 100.0000 (98.9533) acc5: 100.0000 (99.9885) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 437.662 loss: 0.0088 (0.0307) acc1: 100.0000 (98.9586) acc5: 100.0000 (99.9887) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 437.675 loss: 0.0074 (0.0305) acc1: 100.0000 (98.9748) acc5: 100.0000 (99.9889) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 437.421 loss: 0.0056 (0.0302) acc1: 100.0000 (98.9906) acc5: 100.0000 (99.9890) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 437.434 loss: 0.0103 (0.0303) acc1: 100.0000 (98.9842) acc5: 100.0000 (99.9892) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 430.365 loss: 0.0103 (0.0302) acc1: 100.0000 (98.9887) acc5: 100.0000 (99.9894) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 434.598 loss: 0.0065 (0.0301) acc1: 100.0000 (98.9931) acc5: 100.0000 (99.9895) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [35] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.911 loss: 0.0124 (0.0302) acc1: 100.0000 (98.9973) acc5: 100.0000 (99.9897) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 437.767 loss: 0.0124 (0.0303) acc1: 100.0000 (98.9912) acc5: 100.0000 (99.9898) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [35] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:55 loss: 2.0158 (2.0158) acc1: 71.4286 (71.4286) acc5: 71.4286 (71.4286) time: 1.0371 data: 1.0184 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.8273 (4.3192) acc1: 64.2857 (48.5856) acc5: 100.0000 (76.7327) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.6762 (5.0052) acc1: 42.8571 (42.4307) acc5: 92.8571 (73.0988) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.7370 (4.6813) acc1: 50.0000 (43.2368) acc5: 85.7143 (75.1305) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.3085 (4.4145) acc1: 64.2857 (44.9590) acc5: 100.0000 (76.3627) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.2376 (4.3440) acc1: 42.8571 (44.8246) acc5: 85.7143 (76.6895) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.9535 (4.2782) acc1: 50.0000 (45.2817) acc5: 92.8571 (77.3592) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.9721 (4.2847) acc1: 28.5714 (45.4045) acc5: 71.4286 (77.1551) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.6119 (4.2925) acc1: 50.0000 (45.9158) acc5: 92.8571 (77.3587) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.888 Clip Acc@5 77.313 * Video Acc@1 0.673401 * Class Acc@1 [0.2, 0.5333333333333333, 0.0, 0.26666666666666666, 0.2857142857142857, 0.35714285714285715, 0.7857142857142857, 0.9333333333333333, 0.4, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [36] [ 0/702] eta: 0:12:17 lr: 0.00010000000000000002 clips/s: 333.443 loss: 0.0671 (0.0671) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0508 data: 1.0086 max mem: 1119 Epoch: [36] [ 10/702] eta: 0:01:26 lr: 0.00010000000000000002 clips/s: 434.415 loss: 0.0162 (0.0254) acc1: 100.0000 (99.3506) acc5: 100.0000 (100.0000) time: 0.1248 data: 0.0918 max mem: 1119 Epoch: [36] [ 20/702] eta: 0:00:55 lr: 0.00010000000000000002 clips/s: 437.845 loss: 0.0115 (0.0278) acc1: 100.0000 (98.6395) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 433.907 loss: 0.0056 (0.0258) acc1: 100.0000 (98.8479) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 425.673 loss: 0.0041 (0.0282) acc1: 100.0000 (98.7805) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 432.469 loss: 0.0029 (0.0331) acc1: 100.0000 (98.4594) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 441.662 loss: 0.0155 (0.0311) acc1: 100.0000 (98.7119) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 440.436 loss: 0.0129 (0.0331) acc1: 100.0000 (98.6922) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 436.144 loss: 0.0110 (0.0308) acc1: 100.0000 (98.8536) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 431.751 loss: 0.0058 (0.0284) acc1: 100.0000 (98.9796) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 434.244 loss: 0.0058 (0.0268) acc1: 100.0000 (99.0806) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 432.721 loss: 0.0178 (0.0283) acc1: 100.0000 (99.0991) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 439.401 loss: 0.0156 (0.0295) acc1: 100.0000 (98.9965) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.753 loss: 0.0046 (0.0279) acc1: 100.0000 (99.0731) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.790 loss: 0.0032 (0.0268) acc1: 100.0000 (99.1388) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 436.848 loss: 0.0077 (0.0278) acc1: 100.0000 (99.0539) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 433.821 loss: 0.0093 (0.0295) acc1: 100.0000 (98.9796) acc5: 100.0000 (99.9556) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 434.219 loss: 0.0185 (0.0306) acc1: 100.0000 (98.9140) acc5: 100.0000 (99.9582) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 427.066 loss: 0.0149 (0.0295) acc1: 100.0000 (98.9740) acc5: 100.0000 (99.9605) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 439.895 loss: 0.0048 (0.0285) acc1: 100.0000 (99.0277) acc5: 100.0000 (99.9626) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 440.720 loss: 0.0078 (0.0294) acc1: 100.0000 (99.0050) acc5: 100.0000 (99.9645) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 440.268 loss: 0.0089 (0.0302) acc1: 100.0000 (98.9506) acc5: 100.0000 (99.9661) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 438.361 loss: 0.0060 (0.0296) acc1: 100.0000 (98.9657) acc5: 100.0000 (99.9677) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 435.452 loss: 0.0056 (0.0293) acc1: 100.0000 (98.9796) acc5: 100.0000 (99.9691) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 432.616 loss: 0.0062 (0.0293) acc1: 100.0000 (98.9923) acc5: 100.0000 (99.9704) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 434.530 loss: 0.0081 (0.0301) acc1: 100.0000 (98.9755) acc5: 100.0000 (99.9715) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 434.154 loss: 0.0091 (0.0299) acc1: 100.0000 (98.9600) acc5: 100.0000 (99.9726) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [36] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 436.358 loss: 0.0182 (0.0299) acc1: 100.0000 (98.9721) acc5: 100.0000 (99.9736) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [36] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 440.681 loss: 0.0182 (0.0304) acc1: 100.0000 (98.9578) acc5: 100.0000 (99.9746) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [36] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 438.433 loss: 0.0180 (0.0303) acc1: 100.0000 (98.9936) acc5: 100.0000 (99.9755) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [36] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 439.230 loss: 0.0125 (0.0299) acc1: 100.0000 (99.0271) acc5: 100.0000 (99.9763) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.968 loss: 0.0108 (0.0307) acc1: 100.0000 (99.0124) acc5: 100.0000 (99.9770) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [36] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.591 loss: 0.0049 (0.0301) acc1: 100.0000 (99.0209) acc5: 100.0000 (99.9777) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.591 loss: 0.0085 (0.0300) acc1: 100.0000 (99.0289) acc5: 100.0000 (99.9784) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 440.978 loss: 0.0134 (0.0307) acc1: 100.0000 (98.9946) acc5: 100.0000 (99.9791) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 439.740 loss: 0.0077 (0.0302) acc1: 100.0000 (99.0028) acc5: 100.0000 (99.9796) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.157 loss: 0.0077 (0.0299) acc1: 100.0000 (99.0107) acc5: 100.0000 (99.9802) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 438.849 loss: 0.0184 (0.0303) acc1: 100.0000 (98.9796) acc5: 100.0000 (99.9807) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 434.270 loss: 0.0267 (0.0304) acc1: 100.0000 (98.9876) acc5: 100.0000 (99.9813) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 431.830 loss: 0.0051 (0.0303) acc1: 100.0000 (98.9952) acc5: 100.0000 (99.9817) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 434.559 loss: 0.0136 (0.0301) acc1: 100.0000 (99.0203) acc5: 100.0000 (99.9822) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 440.651 loss: 0.0136 (0.0306) acc1: 100.0000 (99.0094) acc5: 100.0000 (99.9826) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 439.073 loss: 0.0069 (0.0307) acc1: 100.0000 (98.9990) acc5: 100.0000 (99.9830) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 436.436 loss: 0.0064 (0.0303) acc1: 100.0000 (99.0222) acc5: 100.0000 (99.9834) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 437.450 loss: 0.0152 (0.0304) acc1: 100.0000 (99.0282) acc5: 100.0000 (99.9838) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 433.277 loss: 0.0155 (0.0304) acc1: 100.0000 (99.0181) acc5: 100.0000 (99.9842) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 434.151 loss: 0.0155 (0.0308) acc1: 100.0000 (98.9774) acc5: 100.0000 (99.9845) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 435.013 loss: 0.0222 (0.0308) acc1: 100.0000 (98.9839) acc5: 100.0000 (99.9848) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.601 loss: 0.0174 (0.0307) acc1: 100.0000 (98.9902) acc5: 100.0000 (99.9851) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.319 loss: 0.0038 (0.0304) acc1: 100.0000 (98.9962) acc5: 100.0000 (99.9855) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.431 loss: 0.0042 (0.0304) acc1: 100.0000 (98.9877) acc5: 100.0000 (99.9857) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 436.955 loss: 0.0069 (0.0301) acc1: 100.0000 (98.9936) acc5: 100.0000 (99.9860) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 433.792 loss: 0.0069 (0.0299) acc1: 100.0000 (98.9992) acc5: 100.0000 (99.9863) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 432.562 loss: 0.0076 (0.0299) acc1: 100.0000 (99.0046) acc5: 100.0000 (99.9865) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 436.024 loss: 0.0071 (0.0306) acc1: 100.0000 (98.9834) acc5: 100.0000 (99.9868) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 440.284 loss: 0.0072 (0.0304) acc1: 100.0000 (98.9889) acc5: 100.0000 (99.9870) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.888 loss: 0.0048 (0.0303) acc1: 100.0000 (98.9941) acc5: 100.0000 (99.9873) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 437.897 loss: 0.0079 (0.0302) acc1: 100.0000 (98.9992) acc5: 100.0000 (99.9875) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [36] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.250 loss: 0.0079 (0.0305) acc1: 100.0000 (98.9796) acc5: 100.0000 (99.9877) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [36] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.420 loss: 0.0050 (0.0303) acc1: 100.0000 (98.9848) acc5: 100.0000 (99.9879) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 432.849 loss: 0.0055 (0.0304) acc1: 100.0000 (98.9779) acc5: 100.0000 (99.9881) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 432.657 loss: 0.0127 (0.0306) acc1: 100.0000 (98.9829) acc5: 100.0000 (99.9883) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.120 loss: 0.0129 (0.0306) acc1: 100.0000 (98.9878) acc5: 100.0000 (99.9885) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.948 loss: 0.0137 (0.0308) acc1: 100.0000 (98.9925) acc5: 100.0000 (99.9887) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.401 loss: 0.0206 (0.0309) acc1: 100.0000 (98.9748) acc5: 100.0000 (99.9889) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [36] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 436.390 loss: 0.0126 (0.0308) acc1: 100.0000 (98.9906) acc5: 100.0000 (99.9890) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 437.799 loss: 0.0151 (0.0310) acc1: 100.0000 (98.9626) acc5: 100.0000 (99.9892) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 432.056 loss: 0.0113 (0.0309) acc1: 100.0000 (98.9674) acc5: 100.0000 (99.9894) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [36] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 434.965 loss: 0.0073 (0.0307) acc1: 100.0000 (98.9826) acc5: 100.0000 (99.9895) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 434.646 loss: 0.0116 (0.0310) acc1: 100.0000 (98.9663) acc5: 100.0000 (99.9897) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [36] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 437.603 loss: 0.0154 (0.0313) acc1: 100.0000 (98.9607) acc5: 100.0000 (99.9898) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [36] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:49 loss: 2.3353 (2.3353) acc1: 64.2857 (64.2857) acc5: 78.5714 (78.5714) time: 1.0289 data: 1.0133 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.6432 (4.3269) acc1: 71.4286 (48.2320) acc5: 100.0000 (75.7426) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.6052 (5.0216) acc1: 35.7143 (42.5018) acc5: 92.8571 (71.9972) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.3687 (4.6965) acc1: 50.0000 (43.3318) acc5: 85.7143 (74.1101) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.5328 (4.4308) acc1: 64.2857 (44.6028) acc5: 100.0000 (75.8105) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.1414 (4.3507) acc1: 50.0000 (44.8104) acc5: 92.8571 (76.1762) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.8892 (4.2732) acc1: 57.1429 (45.3054) acc5: 92.8571 (76.8838) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.5511 (4.2721) acc1: 28.5714 (45.3638) acc5: 78.5714 (76.8086) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.7858 (4.2709) acc1: 50.0000 (45.8980) acc5: 100.0000 (77.0376) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.870 Clip Acc@5 76.967 * Video Acc@1 0.676768 * Class Acc@1 [0.2, 0.5333333333333333, 0.0, 0.26666666666666666, 0.2857142857142857, 0.35714285714285715, 0.7857142857142857, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [37] [ 0/702] eta: 0:11:48 lr: 0.00010000000000000002 clips/s: 354.668 loss: 0.0027 (0.0027) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0091 data: 0.9694 max mem: 1119 Epoch: [37] [ 10/702] eta: 0:01:24 lr: 0.00010000000000000002 clips/s: 433.978 loss: 0.0091 (0.0367) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.1215 data: 0.0882 max mem: 1119 Epoch: [37] [ 20/702] eta: 0:00:53 lr: 0.00010000000000000002 clips/s: 432.791 loss: 0.0052 (0.0315) acc1: 100.0000 (98.6395) acc5: 100.0000 (100.0000) time: 0.0325 data: 0.0001 max mem: 1119 Epoch: [37] [ 30/702] eta: 0:00:42 lr: 0.00010000000000000002 clips/s: 439.549 loss: 0.0052 (0.0410) acc1: 100.0000 (97.9263) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 439.766 loss: 0.0216 (0.0385) acc1: 100.0000 (98.2578) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 439.089 loss: 0.0084 (0.0320) acc1: 100.0000 (98.5994) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [37] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 439.207 loss: 0.0074 (0.0326) acc1: 100.0000 (98.5948) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 433.754 loss: 0.0268 (0.0358) acc1: 100.0000 (98.3903) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 434.588 loss: 0.0331 (0.0374) acc1: 100.0000 (98.4127) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 438.584 loss: 0.0200 (0.0355) acc1: 100.0000 (98.5086) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 439.786 loss: 0.0086 (0.0337) acc1: 100.0000 (98.6563) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [37] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 440.439 loss: 0.0056 (0.0332) acc1: 100.0000 (98.6486) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [37] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 437.894 loss: 0.0208 (0.0347) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 438.735 loss: 0.0164 (0.0334) acc1: 100.0000 (98.7459) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 438.568 loss: 0.0089 (0.0328) acc1: 100.0000 (98.7335) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 434.855 loss: 0.0094 (0.0317) acc1: 100.0000 (98.8174) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 436.125 loss: 0.0060 (0.0311) acc1: 100.0000 (98.8021) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 432.922 loss: 0.0060 (0.0314) acc1: 100.0000 (98.7886) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 437.545 loss: 0.0080 (0.0315) acc1: 100.0000 (98.7766) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 440.136 loss: 0.0175 (0.0325) acc1: 100.0000 (98.6911) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 438.938 loss: 0.0155 (0.0317) acc1: 100.0000 (98.7207) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 438.725 loss: 0.0074 (0.0312) acc1: 100.0000 (98.7475) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 438.653 loss: 0.0127 (0.0316) acc1: 100.0000 (98.8041) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 433.609 loss: 0.0130 (0.0308) acc1: 100.0000 (98.8559) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 436.423 loss: 0.0093 (0.0317) acc1: 100.0000 (98.8441) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [37] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 434.312 loss: 0.0123 (0.0310) acc1: 100.0000 (98.8902) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 435.675 loss: 0.0123 (0.0313) acc1: 100.0000 (98.8779) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [37] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.849 loss: 0.0132 (0.0317) acc1: 100.0000 (98.8666) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [37] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 437.372 loss: 0.0174 (0.0311) acc1: 100.0000 (98.9070) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [37] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 437.633 loss: 0.0066 (0.0308) acc1: 100.0000 (98.9200) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 440.297 loss: 0.0044 (0.0300) acc1: 100.0000 (98.9559) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 435.033 loss: 0.0033 (0.0294) acc1: 100.0000 (98.9894) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 436.322 loss: 0.0115 (0.0295) acc1: 100.0000 (98.9764) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 435.236 loss: 0.0071 (0.0290) acc1: 100.0000 (98.9858) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 435.378 loss: 0.0057 (0.0285) acc1: 100.0000 (99.0155) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 441.436 loss: 0.0076 (0.0284) acc1: 100.0000 (99.0232) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 438.070 loss: 0.0045 (0.0279) acc1: 100.0000 (99.0503) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 440.179 loss: 0.0061 (0.0281) acc1: 100.0000 (99.0374) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 439.734 loss: 0.0128 (0.0280) acc1: 100.0000 (99.0439) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 434.318 loss: 0.0140 (0.0279) acc1: 100.0000 (99.0501) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 436.351 loss: 0.0117 (0.0277) acc1: 100.0000 (99.0737) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 431.992 loss: 0.0149 (0.0288) acc1: 100.0000 (99.0441) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 437.949 loss: 0.0083 (0.0285) acc1: 100.0000 (99.0668) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 441.128 loss: 0.0062 (0.0281) acc1: 100.0000 (99.0719) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [37] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 439.559 loss: 0.0118 (0.0282) acc1: 100.0000 (99.0768) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 436.053 loss: 0.0231 (0.0286) acc1: 100.0000 (99.0497) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 439.687 loss: 0.0258 (0.0288) acc1: 100.0000 (99.0394) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 434.534 loss: 0.0137 (0.0290) acc1: 100.0000 (99.0294) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 431.633 loss: 0.0137 (0.0299) acc1: 100.0000 (98.9753) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 435.445 loss: 0.0055 (0.0294) acc1: 100.0000 (98.9962) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 436.842 loss: 0.0044 (0.0295) acc1: 100.0000 (99.0020) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 439.260 loss: 0.0096 (0.0295) acc1: 100.0000 (98.9936) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 438.745 loss: 0.0077 (0.0292) acc1: 100.0000 (98.9992) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 431.732 loss: 0.0158 (0.0294) acc1: 100.0000 (99.0046) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [37] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 429.333 loss: 0.0239 (0.0297) acc1: 100.0000 (98.9834) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [37] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 434.730 loss: 0.0363 (0.0300) acc1: 100.0000 (98.9759) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.424 loss: 0.0110 (0.0295) acc1: 100.0000 (98.9941) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 441.323 loss: 0.0018 (0.0293) acc1: 100.0000 (98.9992) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.872 loss: 0.0028 (0.0295) acc1: 100.0000 (98.9796) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 438.342 loss: 0.0160 (0.0297) acc1: 100.0000 (98.9485) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 437.193 loss: 0.0230 (0.0297) acc1: 100.0000 (98.9541) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 433.645 loss: 0.0031 (0.0294) acc1: 100.0000 (98.9596) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [37] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.524 loss: 0.0033 (0.0292) acc1: 100.0000 (98.9648) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 438.627 loss: 0.0165 (0.0293) acc1: 100.0000 (98.9472) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.268 loss: 0.0050 (0.0295) acc1: 100.0000 (98.9414) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.404 loss: 0.0023 (0.0291) acc1: 100.0000 (98.9576) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 437.923 loss: 0.0051 (0.0291) acc1: 100.0000 (98.9626) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 437.453 loss: 0.0089 (0.0291) acc1: 100.0000 (98.9674) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 434.453 loss: 0.0143 (0.0291) acc1: 100.0000 (98.9826) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [37] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 432.539 loss: 0.0104 (0.0290) acc1: 100.0000 (98.9766) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [37] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 435.087 loss: 0.0077 (0.0291) acc1: 100.0000 (98.9810) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [37] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:28 loss: 1.8706 (1.8706) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 1.0029 data: 0.9875 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.2846 (4.3718) acc1: 50.0000 (47.8076) acc5: 100.0000 (75.6011) time: 0.0125 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.7140 (5.0562) acc1: 35.7143 (41.5778) acc5: 92.8571 (72.4591) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.2388 (4.7016) acc1: 50.0000 (42.7860) acc5: 85.7143 (74.4661) time: 0.0125 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.3145 (4.4414) acc1: 64.2857 (44.4781) acc5: 100.0000 (76.0064) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.9246 (4.3611) acc1: 57.1429 (44.5680) acc5: 85.7143 (76.4186) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.4703 (4.2827) acc1: 50.0000 (45.0915) acc5: 85.7143 (77.0383) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.7835 (4.2863) acc1: 35.7143 (45.1498) acc5: 64.2857 (76.8188) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.6140 (4.2934) acc1: 50.0000 (45.6126) acc5: 85.7143 (76.9306) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.551 Clip Acc@5 76.879 * Video Acc@1 0.663300 * Class Acc@1 [0.2, 0.6, 0.0, 0.2, 0.14285714285714285, 0.35714285714285715, 0.7142857142857143, 1.0, 0.4, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6666666666666666, 0.8666666666666667, 0.4, 0.8, 1.0, 1.0] Epoch: [38] [ 0/702] eta: 0:12:13 lr: 0.00010000000000000002 clips/s: 311.882 loss: 0.2317 (0.2317) acc1: 92.8571 (92.8571) acc5: 100.0000 (100.0000) time: 1.0444 data: 0.9994 max mem: 1119 Epoch: [38] [ 10/702] eta: 0:01:26 lr: 0.00010000000000000002 clips/s: 438.224 loss: 0.0068 (0.0377) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.1243 data: 0.0909 max mem: 1119 Epoch: [38] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 435.345 loss: 0.0068 (0.0334) acc1: 100.0000 (98.6395) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [38] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 431.840 loss: 0.0106 (0.0289) acc1: 100.0000 (99.0783) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [38] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 434.826 loss: 0.0061 (0.0358) acc1: 100.0000 (98.6063) acc5: 100.0000 (100.0000) time: 0.0325 data: 0.0001 max mem: 1119 Epoch: [38] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 439.069 loss: 0.0150 (0.0357) acc1: 100.0000 (98.4594) acc5: 100.0000 (100.0000) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [38] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 439.997 loss: 0.0080 (0.0319) acc1: 100.0000 (98.7119) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 439.888 loss: 0.0072 (0.0320) acc1: 100.0000 (98.6922) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 437.626 loss: 0.0251 (0.0373) acc1: 100.0000 (98.5891) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 432.434 loss: 0.0421 (0.0392) acc1: 100.0000 (98.4301) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 432.485 loss: 0.0037 (0.0373) acc1: 100.0000 (98.5149) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 435.536 loss: 0.0042 (0.0363) acc1: 100.0000 (98.5843) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 438.640 loss: 0.0106 (0.0353) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.037 loss: 0.0125 (0.0354) acc1: 100.0000 (98.6914) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 440.985 loss: 0.0066 (0.0352) acc1: 100.0000 (98.6322) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 439.977 loss: 0.0066 (0.0345) acc1: 100.0000 (98.6755) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 438.280 loss: 0.0194 (0.0355) acc1: 100.0000 (98.6690) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 436.894 loss: 0.0126 (0.0351) acc1: 100.0000 (98.7051) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 434.408 loss: 0.0057 (0.0367) acc1: 100.0000 (98.6582) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 435.368 loss: 0.0149 (0.0367) acc1: 100.0000 (98.6911) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 431.269 loss: 0.0057 (0.0357) acc1: 100.0000 (98.7207) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 433.622 loss: 0.0057 (0.0348) acc1: 100.0000 (98.7813) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 438.659 loss: 0.0071 (0.0342) acc1: 100.0000 (98.8041) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 438.188 loss: 0.0128 (0.0333) acc1: 100.0000 (98.8559) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 437.871 loss: 0.0128 (0.0328) acc1: 100.0000 (98.9034) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 437.923 loss: 0.0124 (0.0332) acc1: 100.0000 (98.8617) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.037 loss: 0.0054 (0.0324) acc1: 100.0000 (98.8779) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 437.164 loss: 0.0072 (0.0330) acc1: 100.0000 (98.8139) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 433.427 loss: 0.0141 (0.0325) acc1: 100.0000 (98.8561) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 430.220 loss: 0.0178 (0.0331) acc1: 100.0000 (98.8463) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 436.497 loss: 0.0101 (0.0323) acc1: 100.0000 (98.8847) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.469 loss: 0.0042 (0.0324) acc1: 100.0000 (98.8746) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.383 loss: 0.0077 (0.0319) acc1: 100.0000 (98.9097) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.314 loss: 0.0046 (0.0326) acc1: 100.0000 (98.8779) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 438.283 loss: 0.0143 (0.0323) acc1: 100.0000 (98.9108) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 435.200 loss: 0.0260 (0.0324) acc1: 100.0000 (98.9011) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 434.701 loss: 0.0101 (0.0320) acc1: 100.0000 (98.9118) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 432.358 loss: 0.0079 (0.0322) acc1: 100.0000 (98.8833) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 432.957 loss: 0.0127 (0.0320) acc1: 100.0000 (98.8751) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.394 loss: 0.0127 (0.0321) acc1: 100.0000 (98.8674) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 437.164 loss: 0.0147 (0.0319) acc1: 100.0000 (98.8778) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [38] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 435.875 loss: 0.0137 (0.0322) acc1: 100.0000 (98.8530) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [38] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.938 loss: 0.0137 (0.0324) acc1: 100.0000 (98.8124) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 436.154 loss: 0.0073 (0.0321) acc1: 100.0000 (98.8399) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 432.587 loss: 0.0046 (0.0317) acc1: 100.0000 (98.8500) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 434.859 loss: 0.0046 (0.0319) acc1: 100.0000 (98.8280) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 436.361 loss: 0.0108 (0.0318) acc1: 100.0000 (98.8379) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.253 loss: 0.0087 (0.0317) acc1: 100.0000 (98.8323) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.962 loss: 0.0098 (0.0317) acc1: 100.0000 (98.8417) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 417.712 loss: 0.0098 (0.0317) acc1: 100.0000 (98.8507) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [38] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.467 loss: 0.0220 (0.0318) acc1: 100.0000 (98.8452) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [38] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 433.616 loss: 0.0215 (0.0319) acc1: 100.0000 (98.8398) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 433.619 loss: 0.0150 (0.0319) acc1: 100.0000 (98.8484) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 433.462 loss: 0.0095 (0.0320) acc1: 100.0000 (98.8297) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.074 loss: 0.0203 (0.0323) acc1: 100.0000 (98.7985) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 439.773 loss: 0.0153 (0.0320) acc1: 100.0000 (98.7944) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 437.561 loss: 0.0105 (0.0322) acc1: 100.0000 (98.7777) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.655 loss: 0.0076 (0.0319) acc1: 100.0000 (98.7741) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 435.168 loss: 0.0076 (0.0320) acc1: 100.0000 (98.7829) acc5: 100.0000 (100.0000) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [38] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 433.430 loss: 0.0183 (0.0319) acc1: 100.0000 (98.8035) acc5: 100.0000 (100.0000) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [38] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.339 loss: 0.0058 (0.0315) acc1: 100.0000 (98.8234) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.112 loss: 0.0041 (0.0313) acc1: 100.0000 (98.8426) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 438.954 loss: 0.0096 (0.0310) acc1: 100.0000 (98.8613) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 436.008 loss: 0.0131 (0.0311) acc1: 100.0000 (98.8567) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.004 loss: 0.0157 (0.0315) acc1: 100.0000 (98.8411) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.555 loss: 0.0120 (0.0313) acc1: 100.0000 (98.8479) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 434.032 loss: 0.0120 (0.0315) acc1: 100.0000 (98.8437) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 435.320 loss: 0.0218 (0.0318) acc1: 100.0000 (98.8397) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 435.081 loss: 0.0193 (0.0322) acc1: 100.0000 (98.8148) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [38] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 436.952 loss: 0.0104 (0.0321) acc1: 100.0000 (98.8319) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [38] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.339 loss: 0.0104 (0.0318) acc1: 100.0000 (98.8384) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [38] Total time: 0:00:23 Test: [ 0/806] eta: 0:14:07 loss: 2.5496 (2.5496) acc1: 64.2857 (64.2857) acc5: 71.4286 (71.4286) time: 1.0519 data: 1.0334 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.6483 (4.3193) acc1: 71.4286 (47.7369) acc5: 100.0000 (75.9547) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.9727 (5.0234) acc1: 28.5714 (41.5778) acc5: 92.8571 (72.6368) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:08 loss: 2.4077 (4.6856) acc1: 50.0000 (42.3588) acc5: 85.7143 (74.5373) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.9667 (4.4369) acc1: 64.2857 (44.0506) acc5: 100.0000 (76.1311) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.1175 (4.3616) acc1: 50.0000 (44.0690) acc5: 78.5714 (76.5469) time: 0.0123 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.6679 (4.2820) acc1: 50.0000 (44.5448) acc5: 92.8571 (77.1809) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.7729 (4.2806) acc1: 28.5714 (44.7014) acc5: 78.5714 (76.9717) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.6710 (4.2967) acc1: 57.1429 (45.1578) acc5: 92.8571 (77.1357) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.116 Clip Acc@5 77.109 * Video Acc@1 0.666667 * Class Acc@1 [0.2, 0.4666666666666667, 0.0, 0.26666666666666666, 0.07142857142857142, 0.35714285714285715, 0.7857142857142857, 1.0, 0.4666666666666667, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [39] [ 0/702] eta: 0:12:28 lr: 0.00010000000000000002 clips/s: 328.455 loss: 0.0008 (0.0008) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0657 data: 1.0228 max mem: 1119 Epoch: [39] [ 10/702] eta: 0:01:27 lr: 0.00010000000000000002 clips/s: 439.345 loss: 0.0036 (0.0170) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 0.1261 data: 0.0930 max mem: 1119 Epoch: [39] [ 20/702] eta: 0:00:55 lr: 0.00010000000000000002 clips/s: 439.010 loss: 0.0065 (0.0274) acc1: 100.0000 (99.3197) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [ 30/702] eta: 0:00:44 lr: 0.00010000000000000002 clips/s: 438.110 loss: 0.0077 (0.0248) acc1: 100.0000 (99.5392) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 435.979 loss: 0.0084 (0.0209) acc1: 100.0000 (99.6516) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 434.110 loss: 0.0056 (0.0190) acc1: 100.0000 (99.7199) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 434.952 loss: 0.0066 (0.0224) acc1: 100.0000 (99.4145) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 434.453 loss: 0.0102 (0.0203) acc1: 100.0000 (99.4970) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 438.941 loss: 0.0077 (0.0199) acc1: 100.0000 (99.5591) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 436.274 loss: 0.0077 (0.0213) acc1: 100.0000 (99.5290) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 438.807 loss: 0.0076 (0.0213) acc1: 100.0000 (99.5050) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 440.664 loss: 0.0064 (0.0210) acc1: 100.0000 (99.5495) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 438.879 loss: 0.0040 (0.0219) acc1: 100.0000 (99.5277) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 438.581 loss: 0.0026 (0.0218) acc1: 100.0000 (99.5093) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 434.325 loss: 0.0026 (0.0211) acc1: 100.0000 (99.5441) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 432.996 loss: 0.0018 (0.0202) acc1: 100.0000 (99.5743) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 431.865 loss: 0.0050 (0.0203) acc1: 100.0000 (99.6007) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 436.089 loss: 0.0102 (0.0203) acc1: 100.0000 (99.5823) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [39] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 436.972 loss: 0.0103 (0.0215) acc1: 100.0000 (99.5264) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [39] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 438.574 loss: 0.0182 (0.0219) acc1: 100.0000 (99.5138) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 433.863 loss: 0.0175 (0.0216) acc1: 100.0000 (99.5025) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 436.377 loss: 0.0069 (0.0217) acc1: 100.0000 (99.4584) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 434.852 loss: 0.0049 (0.0230) acc1: 100.0000 (99.3859) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 437.692 loss: 0.0049 (0.0233) acc1: 100.0000 (99.3506) acc5: 100.0000 (100.0000) time: 0.0337 data: 0.0001 max mem: 1119 Epoch: [39] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 434.958 loss: 0.0059 (0.0230) acc1: 100.0000 (99.3776) acc5: 100.0000 (100.0000) time: 0.0337 data: 0.0001 max mem: 1119 Epoch: [39] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 436.154 loss: 0.0039 (0.0226) acc1: 100.0000 (99.3739) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [260/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 435.271 loss: 0.0042 (0.0228) acc1: 100.0000 (99.3432) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 437.294 loss: 0.0073 (0.0236) acc1: 100.0000 (99.2883) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 440.278 loss: 0.0244 (0.0245) acc1: 100.0000 (99.2628) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 439.714 loss: 0.0109 (0.0242) acc1: 100.0000 (99.2636) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 438.551 loss: 0.0127 (0.0251) acc1: 100.0000 (99.2406) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.915 loss: 0.0334 (0.0258) acc1: 100.0000 (99.2191) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 436.219 loss: 0.0156 (0.0258) acc1: 100.0000 (99.2212) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 437.258 loss: 0.0057 (0.0258) acc1: 100.0000 (99.2447) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 431.101 loss: 0.0031 (0.0253) acc1: 100.0000 (99.2669) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 435.529 loss: 0.0047 (0.0252) acc1: 100.0000 (99.2674) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [360/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 440.350 loss: 0.0063 (0.0252) acc1: 100.0000 (99.2679) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 439.418 loss: 0.0110 (0.0255) acc1: 100.0000 (99.2684) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 438.142 loss: 0.0069 (0.0251) acc1: 100.0000 (99.2876) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 439.921 loss: 0.0133 (0.0264) acc1: 100.0000 (99.2327) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.997 loss: 0.0250 (0.0263) acc1: 100.0000 (99.2341) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 437.515 loss: 0.0065 (0.0258) acc1: 100.0000 (99.2527) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 434.113 loss: 0.0034 (0.0257) acc1: 100.0000 (99.2535) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 429.458 loss: 0.0085 (0.0259) acc1: 100.0000 (99.2542) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.558 loss: 0.0196 (0.0262) acc1: 100.0000 (99.2387) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 439.056 loss: 0.0115 (0.0263) acc1: 100.0000 (99.2398) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 435.255 loss: 0.0115 (0.0268) acc1: 100.0000 (99.1943) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 436.890 loss: 0.0116 (0.0269) acc1: 100.0000 (99.1962) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 434.286 loss: 0.0116 (0.0271) acc1: 100.0000 (99.1684) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 433.031 loss: 0.0105 (0.0280) acc1: 100.0000 (99.1271) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 434.881 loss: 0.0049 (0.0283) acc1: 100.0000 (99.1303) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.652 loss: 0.0238 (0.0290) acc1: 100.0000 (99.0774) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 439.987 loss: 0.0238 (0.0288) acc1: 100.0000 (99.0951) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [39] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 437.646 loss: 0.0040 (0.0287) acc1: 100.0000 (99.1122) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [39] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 433.139 loss: 0.0037 (0.0286) acc1: 100.0000 (99.1154) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [39] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.672 loss: 0.0038 (0.0288) acc1: 100.0000 (99.1055) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.167 loss: 0.0062 (0.0287) acc1: 100.0000 (99.1087) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 436.575 loss: 0.0098 (0.0286) acc1: 100.0000 (99.1118) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.492 loss: 0.0098 (0.0282) acc1: 100.0000 (99.1271) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 440.694 loss: 0.0048 (0.0282) acc1: 100.0000 (99.1298) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 437.519 loss: 0.0105 (0.0283) acc1: 100.0000 (99.1324) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [39] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 438.853 loss: 0.0106 (0.0281) acc1: 100.0000 (99.1466) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [39] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 436.027 loss: 0.0076 (0.0283) acc1: 100.0000 (99.1488) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.746 loss: 0.0100 (0.0282) acc1: 100.0000 (99.1510) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.276 loss: 0.0100 (0.0283) acc1: 100.0000 (99.1308) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 435.403 loss: 0.0093 (0.0282) acc1: 100.0000 (99.1332) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 432.893 loss: 0.0107 (0.0280) acc1: 100.0000 (99.1463) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.119 loss: 0.0107 (0.0279) acc1: 100.0000 (99.1590) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 437.255 loss: 0.0092 (0.0278) acc1: 100.0000 (99.1714) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.813 loss: 0.0085 (0.0282) acc1: 100.0000 (99.1317) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [39] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 437.897 loss: 0.0266 (0.0282) acc1: 100.0000 (99.1237) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [39] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:28 loss: 2.2547 (2.2547) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 1.0030 data: 0.9851 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.0332 (4.3966) acc1: 64.2857 (49.3635) acc5: 100.0000 (75.9547) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.4083 (5.0975) acc1: 42.8571 (43.3902) acc5: 92.8571 (72.2104) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.6036 (4.7600) acc1: 50.0000 (44.0911) acc5: 85.7143 (74.5373) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.0740 (4.4896) acc1: 64.2857 (45.3865) acc5: 100.0000 (76.2380) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.6003 (4.3977) acc1: 50.0000 (45.3094) acc5: 92.8571 (76.2903) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.5777 (4.3235) acc1: 57.1429 (45.5669) acc5: 92.8571 (77.0502) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.2199 (4.3072) acc1: 28.5714 (45.7102) acc5: 78.5714 (76.8902) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.5229 (4.3111) acc1: 42.8571 (46.1298) acc5: 92.8571 (77.0287) time: 0.0123 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 46.083 Clip Acc@5 76.985 * Video Acc@1 0.666667 * Class Acc@1 [0.2, 0.4666666666666667, 0.0, 0.26666666666666666, 0.21428571428571427, 0.35714285714285715, 0.7142857142857143, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [40] [ 0/702] eta: 0:12:06 lr: 0.00010000000000000002 clips/s: 361.016 loss: 0.0001 (0.0001) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0351 data: 0.9961 max mem: 1119 Epoch: [40] [ 10/702] eta: 0:01:25 lr: 0.00010000000000000002 clips/s: 437.366 loss: 0.0045 (0.0303) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.1234 data: 0.0906 max mem: 1119 Epoch: [40] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 434.540 loss: 0.0045 (0.0257) acc1: 100.0000 (98.9796) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 433.965 loss: 0.0104 (0.0324) acc1: 100.0000 (99.0783) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 432.043 loss: 0.0044 (0.0291) acc1: 100.0000 (99.1289) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 438.312 loss: 0.0041 (0.0302) acc1: 100.0000 (99.1597) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 439.724 loss: 0.0094 (0.0322) acc1: 100.0000 (99.1803) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 440.443 loss: 0.0204 (0.0358) acc1: 100.0000 (99.0946) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 437.274 loss: 0.0047 (0.0371) acc1: 100.0000 (99.0300) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [40] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 434.280 loss: 0.0104 (0.0346) acc1: 100.0000 (99.0581) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [40] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 433.997 loss: 0.0139 (0.0354) acc1: 100.0000 (99.0806) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 432.606 loss: 0.0255 (0.0353) acc1: 100.0000 (99.0991) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 437.128 loss: 0.0117 (0.0345) acc1: 100.0000 (99.1736) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 440.241 loss: 0.0066 (0.0343) acc1: 100.0000 (99.0731) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.194 loss: 0.0033 (0.0332) acc1: 100.0000 (99.0881) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 438.915 loss: 0.0098 (0.0332) acc1: 100.0000 (99.0539) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 439.793 loss: 0.0120 (0.0322) acc1: 100.0000 (99.1127) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 436.757 loss: 0.0094 (0.0314) acc1: 100.0000 (99.1646) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 435.626 loss: 0.0099 (0.0306) acc1: 100.0000 (99.1713) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 435.879 loss: 0.0115 (0.0318) acc1: 100.0000 (99.1399) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 435.291 loss: 0.0110 (0.0305) acc1: 100.0000 (99.1827) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 437.463 loss: 0.0036 (0.0295) acc1: 100.0000 (99.2214) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 439.477 loss: 0.0054 (0.0296) acc1: 100.0000 (99.1920) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 437.577 loss: 0.0035 (0.0287) acc1: 100.0000 (99.2270) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 438.892 loss: 0.0040 (0.0295) acc1: 100.0000 (99.1998) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 437.066 loss: 0.0080 (0.0285) acc1: 100.0000 (99.2316) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 433.651 loss: 0.0033 (0.0286) acc1: 100.0000 (99.2337) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 435.220 loss: 0.0076 (0.0288) acc1: 100.0000 (99.2356) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 434.807 loss: 0.0153 (0.0287) acc1: 100.0000 (99.2374) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 436.647 loss: 0.0038 (0.0278) acc1: 100.0000 (99.2636) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 441.393 loss: 0.0022 (0.0280) acc1: 100.0000 (99.2169) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 437.060 loss: 0.0118 (0.0288) acc1: 100.0000 (99.1732) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 437.969 loss: 0.0191 (0.0291) acc1: 100.0000 (99.1767) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.925 loss: 0.0069 (0.0289) acc1: 100.0000 (99.1584) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 434.154 loss: 0.0086 (0.0293) acc1: 100.0000 (99.1412) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 433.747 loss: 0.0179 (0.0293) acc1: 100.0000 (99.1453) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.284 loss: 0.0067 (0.0298) acc1: 100.0000 (99.1294) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.359 loss: 0.0094 (0.0297) acc1: 100.0000 (99.1336) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 440.780 loss: 0.0093 (0.0291) acc1: 100.0000 (99.1564) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.031 loss: 0.0120 (0.0292) acc1: 100.0000 (99.1414) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.044 loss: 0.0146 (0.0295) acc1: 100.0000 (99.1450) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.505 loss: 0.0088 (0.0294) acc1: 100.0000 (99.1484) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 434.337 loss: 0.0060 (0.0295) acc1: 100.0000 (99.1347) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 435.300 loss: 0.0168 (0.0293) acc1: 100.0000 (99.1382) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 432.447 loss: 0.0168 (0.0293) acc1: 100.0000 (99.1416) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 436.342 loss: 0.0096 (0.0291) acc1: 100.0000 (99.1448) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 440.377 loss: 0.0084 (0.0296) acc1: 100.0000 (99.1323) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.605 loss: 0.0075 (0.0297) acc1: 100.0000 (99.1204) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 438.067 loss: 0.0076 (0.0293) acc1: 100.0000 (99.1387) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.444 loss: 0.0078 (0.0291) acc1: 100.0000 (99.1562) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 436.270 loss: 0.0103 (0.0292) acc1: 100.0000 (99.1446) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 436.549 loss: 0.0180 (0.0293) acc1: 100.0000 (99.1473) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 432.629 loss: 0.0170 (0.0290) acc1: 100.0000 (99.1637) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 434.939 loss: 0.0029 (0.0287) acc1: 100.0000 (99.1794) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 440.505 loss: 0.0101 (0.0292) acc1: 100.0000 (99.1418) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 436.916 loss: 0.0101 (0.0291) acc1: 100.0000 (99.1444) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 437.444 loss: 0.0115 (0.0290) acc1: 100.0000 (99.1597) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.266 loss: 0.0114 (0.0288) acc1: 100.0000 (99.1619) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.653 loss: 0.0092 (0.0286) acc1: 100.0000 (99.1640) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 435.904 loss: 0.0157 (0.0286) acc1: 100.0000 (99.1781) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 434.707 loss: 0.0085 (0.0283) acc1: 100.0000 (99.1918) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 434.768 loss: 0.0084 (0.0280) acc1: 100.0000 (99.2050) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 440.050 loss: 0.0075 (0.0279) acc1: 100.0000 (99.1948) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.415 loss: 0.0043 (0.0277) acc1: 100.0000 (99.2076) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 438.712 loss: 0.0033 (0.0278) acc1: 100.0000 (99.2088) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 437.375 loss: 0.0055 (0.0278) acc1: 100.0000 (99.2100) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 433.738 loss: 0.0097 (0.0277) acc1: 100.0000 (99.2112) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 435.927 loss: 0.0091 (0.0276) acc1: 100.0000 (99.2123) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 432.030 loss: 0.0075 (0.0274) acc1: 100.0000 (99.2133) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [40] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 436.874 loss: 0.0075 (0.0274) acc1: 100.0000 (99.2144) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [40] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 438.374 loss: 0.0043 (0.0271) acc1: 100.0000 (99.2256) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [40] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:37 loss: 2.9109 (2.9109) acc1: 71.4286 (71.4286) acc5: 71.4286 (71.4286) time: 1.0139 data: 0.9973 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.9703 (4.3334) acc1: 50.0000 (48.0198) acc5: 100.0000 (75.5304) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.5221 (5.0181) acc1: 28.5714 (42.1109) acc5: 85.7143 (71.7129) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.4797 (4.7068) acc1: 42.8571 (42.7385) acc5: 85.7143 (74.0626) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.1862 (4.4597) acc1: 71.4286 (44.5315) acc5: 100.0000 (75.5789) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.9253 (4.3830) acc1: 50.0000 (44.7819) acc5: 92.8571 (75.9909) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.7700 (4.2976) acc1: 57.1429 (45.2698) acc5: 85.7143 (76.6817) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.5212 (4.2957) acc1: 21.4286 (45.4351) acc5: 78.5714 (76.6150) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.9694 (4.3125) acc1: 50.0000 (45.5859) acc5: 92.8571 (76.7701) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.559 Clip Acc@5 76.719 * Video Acc@1 0.659933 * Class Acc@1 [0.2, 0.4, 0.0, 0.26666666666666666, 0.21428571428571427, 0.35714285714285715, 0.7857142857142857, 1.0, 0.26666666666666666, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [41] [ 0/702] eta: 0:12:14 lr: 0.00010000000000000002 clips/s: 329.978 loss: 0.2113 (0.2113) acc1: 92.8571 (92.8571) acc5: 100.0000 (100.0000) time: 1.0458 data: 1.0032 max mem: 1119 Epoch: [41] [ 10/702] eta: 0:01:26 lr: 0.00010000000000000002 clips/s: 432.129 loss: 0.0075 (0.0438) acc1: 100.0000 (98.0519) acc5: 100.0000 (100.0000) time: 0.1245 data: 0.0913 max mem: 1119 Epoch: [41] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 438.613 loss: 0.0068 (0.0434) acc1: 100.0000 (97.9592) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [41] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 441.244 loss: 0.0070 (0.0348) acc1: 100.0000 (98.3871) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 440.853 loss: 0.0103 (0.0325) acc1: 100.0000 (98.6063) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 440.357 loss: 0.0102 (0.0314) acc1: 100.0000 (98.7395) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 439.128 loss: 0.0081 (0.0332) acc1: 100.0000 (98.7119) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 438.987 loss: 0.0034 (0.0310) acc1: 100.0000 (98.8934) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 434.061 loss: 0.0034 (0.0296) acc1: 100.0000 (98.9418) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 431.913 loss: 0.0047 (0.0275) acc1: 100.0000 (99.0581) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 433.622 loss: 0.0051 (0.0290) acc1: 100.0000 (99.0099) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 435.323 loss: 0.0132 (0.0278) acc1: 100.0000 (99.0991) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 433.126 loss: 0.0152 (0.0292) acc1: 100.0000 (99.0555) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 437.535 loss: 0.0259 (0.0298) acc1: 100.0000 (99.0731) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 438.915 loss: 0.0144 (0.0288) acc1: 100.0000 (99.0881) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 440.357 loss: 0.0038 (0.0291) acc1: 100.0000 (99.1012) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 439.349 loss: 0.0206 (0.0302) acc1: 100.0000 (99.0240) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 430.406 loss: 0.0275 (0.0334) acc1: 100.0000 (98.9557) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 433.686 loss: 0.0245 (0.0341) acc1: 100.0000 (98.9345) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 432.613 loss: 0.0089 (0.0330) acc1: 100.0000 (98.9529) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 436.579 loss: 0.0037 (0.0322) acc1: 100.0000 (99.0050) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 439.832 loss: 0.0099 (0.0334) acc1: 100.0000 (98.9167) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 441.595 loss: 0.0114 (0.0332) acc1: 100.0000 (98.9011) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 439.766 loss: 0.0063 (0.0329) acc1: 100.0000 (98.8868) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 440.367 loss: 0.0109 (0.0329) acc1: 100.0000 (98.9034) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 439.066 loss: 0.0237 (0.0328) acc1: 100.0000 (98.8902) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 437.509 loss: 0.0102 (0.0324) acc1: 100.0000 (98.9053) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 437.382 loss: 0.0055 (0.0317) acc1: 100.0000 (98.9457) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 434.119 loss: 0.0119 (0.0321) acc1: 100.0000 (98.9324) acc5: 100.0000 (99.9746) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 432.065 loss: 0.0128 (0.0317) acc1: 100.0000 (98.9691) acc5: 100.0000 (99.9755) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 436.676 loss: 0.0162 (0.0327) acc1: 100.0000 (98.9559) acc5: 100.0000 (99.9763) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.253 loss: 0.0168 (0.0320) acc1: 100.0000 (98.9894) acc5: 100.0000 (99.9770) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.678 loss: 0.0102 (0.0327) acc1: 100.0000 (98.9764) acc5: 100.0000 (99.9777) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.964 loss: 0.0253 (0.0327) acc1: 100.0000 (98.9642) acc5: 100.0000 (99.9784) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 439.451 loss: 0.0264 (0.0336) acc1: 100.0000 (98.9317) acc5: 100.0000 (99.9791) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 438.427 loss: 0.0120 (0.0333) acc1: 100.0000 (98.9621) acc5: 100.0000 (99.9796) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.242 loss: 0.0067 (0.0328) acc1: 100.0000 (98.9909) acc5: 100.0000 (99.9802) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 430.892 loss: 0.0105 (0.0328) acc1: 100.0000 (99.0181) acc5: 100.0000 (99.9807) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 434.739 loss: 0.0142 (0.0330) acc1: 100.0000 (99.0251) acc5: 100.0000 (99.9813) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 437.731 loss: 0.0083 (0.0328) acc1: 100.0000 (99.0318) acc5: 100.0000 (99.9817) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 439.191 loss: 0.0019 (0.0325) acc1: 100.0000 (99.0203) acc5: 100.0000 (99.9822) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.689 loss: 0.0017 (0.0323) acc1: 100.0000 (99.0268) acc5: 100.0000 (99.9826) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.532 loss: 0.0040 (0.0318) acc1: 100.0000 (99.0499) acc5: 100.0000 (99.9830) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 439.809 loss: 0.0109 (0.0317) acc1: 100.0000 (99.0554) acc5: 100.0000 (99.9834) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 436.351 loss: 0.0112 (0.0320) acc1: 100.0000 (99.0282) acc5: 100.0000 (99.9838) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 435.652 loss: 0.0112 (0.0318) acc1: 100.0000 (99.0497) acc5: 100.0000 (99.9842) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 432.610 loss: 0.0065 (0.0314) acc1: 100.0000 (99.0548) acc5: 100.0000 (99.9845) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 436.232 loss: 0.0065 (0.0312) acc1: 100.0000 (99.0749) acc5: 100.0000 (99.9848) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.694 loss: 0.0148 (0.0310) acc1: 100.0000 (99.0941) acc5: 100.0000 (99.9851) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.941 loss: 0.0121 (0.0308) acc1: 100.0000 (99.0981) acc5: 100.0000 (99.9855) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 439.984 loss: 0.0062 (0.0308) acc1: 100.0000 (99.1018) acc5: 100.0000 (99.9857) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.933 loss: 0.0119 (0.0309) acc1: 100.0000 (99.1054) acc5: 100.0000 (99.9860) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 434.103 loss: 0.0037 (0.0304) acc1: 100.0000 (99.1226) acc5: 100.0000 (99.9863) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.041 loss: 0.0037 (0.0306) acc1: 100.0000 (99.1256) acc5: 100.0000 (99.9865) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 432.549 loss: 0.0118 (0.0306) acc1: 100.0000 (99.1286) acc5: 100.0000 (99.9868) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.513 loss: 0.0149 (0.0306) acc1: 100.0000 (99.1185) acc5: 100.0000 (99.9870) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.954 loss: 0.0121 (0.0302) acc1: 100.0000 (99.1342) acc5: 100.0000 (99.9873) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 431.986 loss: 0.0089 (0.0301) acc1: 100.0000 (99.1369) acc5: 100.0000 (99.9875) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.908 loss: 0.0089 (0.0299) acc1: 100.0000 (99.1517) acc5: 100.0000 (99.9877) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.964 loss: 0.0055 (0.0300) acc1: 100.0000 (99.1540) acc5: 100.0000 (99.9879) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.266 loss: 0.0037 (0.0303) acc1: 100.0000 (99.1562) acc5: 100.0000 (99.9881) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 438.672 loss: 0.0098 (0.0309) acc1: 100.0000 (99.1466) acc5: 100.0000 (99.9883) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.255 loss: 0.0238 (0.0308) acc1: 100.0000 (99.1488) acc5: 100.0000 (99.9885) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.520 loss: 0.0078 (0.0307) acc1: 100.0000 (99.1510) acc5: 100.0000 (99.9887) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.110 loss: 0.0047 (0.0307) acc1: 100.0000 (99.1531) acc5: 100.0000 (99.9889) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.155 loss: 0.0145 (0.0305) acc1: 100.0000 (99.1551) acc5: 100.0000 (99.9890) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [41] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 441.002 loss: 0.0112 (0.0304) acc1: 100.0000 (99.1571) acc5: 100.0000 (99.9892) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 437.858 loss: 0.0103 (0.0307) acc1: 100.0000 (99.1484) acc5: 100.0000 (99.9894) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.638 loss: 0.0212 (0.0309) acc1: 100.0000 (99.1399) acc5: 100.0000 (99.9895) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.576 loss: 0.0115 (0.0308) acc1: 100.0000 (99.1420) acc5: 100.0000 (99.9897) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.691 loss: 0.0115 (0.0311) acc1: 100.0000 (99.1339) acc5: 100.0000 (99.9898) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [41] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:33 loss: 2.1858 (2.1858) acc1: 64.2857 (64.2857) acc5: 78.5714 (78.5714) time: 1.0098 data: 0.9916 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.1667 (4.4661) acc1: 64.2857 (47.8076) acc5: 100.0000 (75.1061) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.7460 (5.1110) acc1: 42.8571 (42.1819) acc5: 92.8571 (71.9616) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.4401 (4.7724) acc1: 50.0000 (42.9995) acc5: 85.7143 (74.1576) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.0079 (4.5094) acc1: 71.4286 (44.5137) acc5: 100.0000 (75.8461) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.8462 (4.4138) acc1: 50.0000 (44.8532) acc5: 85.7143 (76.2760) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.8010 (4.3408) acc1: 50.0000 (45.1985) acc5: 92.8571 (76.9907) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.3216 (4.3411) acc1: 21.4286 (45.1294) acc5: 71.4286 (76.7475) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.7644 (4.3492) acc1: 57.1429 (45.5680) acc5: 92.8571 (76.9663) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.559 Clip Acc@5 76.932 * Video Acc@1 0.670034 * Class Acc@1 [0.2, 0.4, 0.0, 0.26666666666666666, 0.21428571428571427, 0.35714285714285715, 0.7142857142857143, 1.0, 0.4666666666666667, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6666666666666666, 0.9333333333333333, 0.4, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [42] [ 0/702] eta: 0:12:13 lr: 0.00010000000000000002 clips/s: 363.687 loss: 0.0122 (0.0122) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0448 data: 1.0062 max mem: 1119 Epoch: [42] [ 10/702] eta: 0:01:26 lr: 0.00010000000000000002 clips/s: 433.405 loss: 0.0081 (0.0071) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 0.1244 data: 0.0915 max mem: 1119 Epoch: [42] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 435.058 loss: 0.0027 (0.0061) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [42] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 438.217 loss: 0.0036 (0.0134) acc1: 100.0000 (99.5392) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 439.539 loss: 0.0106 (0.0156) acc1: 100.0000 (99.3031) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [42] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 439.918 loss: 0.0106 (0.0223) acc1: 100.0000 (99.0196) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 439.513 loss: 0.0076 (0.0216) acc1: 100.0000 (99.0632) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 438.168 loss: 0.0089 (0.0218) acc1: 100.0000 (99.1952) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 433.731 loss: 0.0069 (0.0225) acc1: 100.0000 (99.2063) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 434.321 loss: 0.0025 (0.0218) acc1: 100.0000 (99.2936) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 436.024 loss: 0.0084 (0.0217) acc1: 100.0000 (99.2928) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 437.887 loss: 0.0084 (0.0217) acc1: 100.0000 (99.2921) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 440.965 loss: 0.0073 (0.0213) acc1: 100.0000 (99.2916) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.188 loss: 0.0071 (0.0231) acc1: 100.0000 (99.2366) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 436.264 loss: 0.0162 (0.0247) acc1: 100.0000 (99.1895) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 439.846 loss: 0.0081 (0.0237) acc1: 100.0000 (99.2431) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 436.708 loss: 0.0047 (0.0242) acc1: 100.0000 (99.2014) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 432.406 loss: 0.0116 (0.0236) acc1: 100.0000 (99.2481) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 435.113 loss: 0.0116 (0.0234) acc1: 100.0000 (99.2897) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 429.207 loss: 0.0221 (0.0258) acc1: 100.0000 (99.1773) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 439.220 loss: 0.0208 (0.0262) acc1: 100.0000 (99.1827) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 440.261 loss: 0.0208 (0.0269) acc1: 100.0000 (99.1198) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 440.684 loss: 0.0138 (0.0273) acc1: 100.0000 (99.0950) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 440.116 loss: 0.0098 (0.0272) acc1: 100.0000 (99.1033) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 438.453 loss: 0.0103 (0.0270) acc1: 100.0000 (99.1405) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 437.538 loss: 0.0075 (0.0269) acc1: 100.0000 (99.1178) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 434.116 loss: 0.0075 (0.0265) acc1: 100.0000 (99.1242) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 431.748 loss: 0.0113 (0.0273) acc1: 100.0000 (99.0775) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 433.795 loss: 0.0090 (0.0271) acc1: 100.0000 (99.0849) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 438.338 loss: 0.0307 (0.0274) acc1: 100.0000 (99.1163) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 441.326 loss: 0.0296 (0.0282) acc1: 100.0000 (99.0745) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.944 loss: 0.0235 (0.0298) acc1: 100.0000 (98.9894) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.146 loss: 0.0552 (0.0310) acc1: 100.0000 (98.9319) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.439 loss: 0.0135 (0.0308) acc1: 100.0000 (98.9426) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 438.705 loss: 0.0130 (0.0308) acc1: 100.0000 (98.9736) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 436.796 loss: 0.0041 (0.0302) acc1: 100.0000 (99.0028) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 434.762 loss: 0.0028 (0.0302) acc1: 100.0000 (99.0107) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 434.119 loss: 0.0097 (0.0298) acc1: 100.0000 (99.0374) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 436.368 loss: 0.0054 (0.0296) acc1: 100.0000 (99.0439) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.928 loss: 0.0076 (0.0295) acc1: 100.0000 (99.0501) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 441.035 loss: 0.0084 (0.0294) acc1: 100.0000 (99.0559) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 439.941 loss: 0.0087 (0.0295) acc1: 100.0000 (99.0441) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 437.411 loss: 0.0054 (0.0290) acc1: 100.0000 (99.0668) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.971 loss: 0.0076 (0.0288) acc1: 100.0000 (99.0719) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 436.215 loss: 0.0076 (0.0286) acc1: 100.0000 (99.0768) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 432.743 loss: 0.0100 (0.0289) acc1: 100.0000 (99.0497) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 434.617 loss: 0.0092 (0.0288) acc1: 100.0000 (99.0548) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 435.529 loss: 0.0241 (0.0294) acc1: 100.0000 (98.9991) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 438.745 loss: 0.0271 (0.0294) acc1: 100.0000 (99.0050) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.099 loss: 0.0094 (0.0295) acc1: 100.0000 (98.9962) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 441.035 loss: 0.0124 (0.0295) acc1: 100.0000 (99.0020) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 438.817 loss: 0.0069 (0.0295) acc1: 100.0000 (98.9936) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 438.777 loss: 0.0063 (0.0296) acc1: 100.0000 (98.9992) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.837 loss: 0.0063 (0.0296) acc1: 100.0000 (99.0046) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 434.926 loss: 0.0039 (0.0293) acc1: 100.0000 (99.0230) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 431.605 loss: 0.0039 (0.0290) acc1: 100.0000 (99.0407) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.558 loss: 0.0128 (0.0289) acc1: 100.0000 (99.0578) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 435.921 loss: 0.0090 (0.0288) acc1: 100.0000 (99.0618) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.126 loss: 0.0085 (0.0288) acc1: 100.0000 (99.0656) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.813 loss: 0.0070 (0.0286) acc1: 100.0000 (99.0815) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 438.417 loss: 0.0065 (0.0286) acc1: 100.0000 (99.0849) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.465 loss: 0.0067 (0.0286) acc1: 100.0000 (99.0881) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.392 loss: 0.0128 (0.0286) acc1: 100.0000 (99.0913) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 433.270 loss: 0.0166 (0.0290) acc1: 100.0000 (99.0604) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.097 loss: 0.0075 (0.0289) acc1: 100.0000 (99.0751) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.178 loss: 0.0062 (0.0286) acc1: 100.0000 (99.0893) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.007 loss: 0.0100 (0.0286) acc1: 100.0000 (99.0815) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.309 loss: 0.0081 (0.0283) acc1: 100.0000 (99.0952) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 441.443 loss: 0.0073 (0.0281) acc1: 100.0000 (99.0980) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [42] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 441.307 loss: 0.0086 (0.0289) acc1: 100.0000 (99.0697) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.247 loss: 0.0082 (0.0287) acc1: 100.0000 (99.0829) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [42] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:21 loss: 1.8414 (1.8414) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 0.9944 data: 0.9770 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.8475 (4.3664) acc1: 64.2857 (48.7270) acc5: 100.0000 (76.5912) time: 0.0125 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.5219 (5.0169) acc1: 35.7143 (42.4662) acc5: 92.8571 (72.8500) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.2882 (4.6679) acc1: 42.8571 (43.0944) acc5: 85.7143 (74.8695) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.2268 (4.4305) acc1: 64.2857 (44.3534) acc5: 100.0000 (76.3983) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.0264 (4.3443) acc1: 50.0000 (44.4112) acc5: 92.8571 (76.8748) time: 0.0125 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.5290 (4.2681) acc1: 50.0000 (45.0440) acc5: 92.8571 (77.4067) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 3.8352 (4.2649) acc1: 28.5714 (45.1396) acc5: 78.5714 (77.2264) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.9315 (4.2774) acc1: 50.0000 (45.3629) acc5: 92.8571 (77.4389) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.338 Clip Acc@5 77.402 * Video Acc@1 0.663300 * Class Acc@1 [0.2, 0.5333333333333333, 0.0, 0.26666666666666666, 0.14285714285714285, 0.35714285714285715, 0.7142857142857143, 0.9333333333333333, 0.4, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.8666666666666667, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [43] [ 0/702] eta: 0:12:08 lr: 0.00010000000000000002 clips/s: 374.494 loss: 0.0031 (0.0031) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0373 data: 0.9998 max mem: 1119 Epoch: [43] [ 10/702] eta: 0:01:25 lr: 0.00010000000000000002 clips/s: 437.933 loss: 0.0120 (0.0223) acc1: 100.0000 (99.3506) acc5: 100.0000 (100.0000) time: 0.1235 data: 0.0910 max mem: 1119 Epoch: [43] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 440.093 loss: 0.0136 (0.0248) acc1: 100.0000 (99.3197) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 441.071 loss: 0.0112 (0.0219) acc1: 100.0000 (99.3088) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 439.898 loss: 0.0058 (0.0201) acc1: 100.0000 (99.4774) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 439.961 loss: 0.0064 (0.0248) acc1: 100.0000 (99.2997) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 438.840 loss: 0.0113 (0.0246) acc1: 100.0000 (99.2974) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 439.552 loss: 0.0129 (0.0230) acc1: 100.0000 (99.3964) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 435.730 loss: 0.0100 (0.0229) acc1: 100.0000 (99.4709) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 434.672 loss: 0.0106 (0.0226) acc1: 100.0000 (99.4505) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 433.693 loss: 0.0101 (0.0221) acc1: 100.0000 (99.5050) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 435.972 loss: 0.0056 (0.0211) acc1: 100.0000 (99.5495) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 435.007 loss: 0.0121 (0.0208) acc1: 100.0000 (99.5868) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 440.644 loss: 0.0121 (0.0209) acc1: 100.0000 (99.6183) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.595 loss: 0.0077 (0.0214) acc1: 100.0000 (99.5947) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 439.915 loss: 0.0087 (0.0221) acc1: 100.0000 (99.5743) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 437.255 loss: 0.0078 (0.0221) acc1: 100.0000 (99.6007) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 439.648 loss: 0.0091 (0.0218) acc1: 100.0000 (99.6241) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 439.109 loss: 0.0084 (0.0218) acc1: 100.0000 (99.6054) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 432.021 loss: 0.0118 (0.0219) acc1: 100.0000 (99.6260) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 434.768 loss: 0.0149 (0.0216) acc1: 100.0000 (99.6446) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 434.797 loss: 0.0046 (0.0227) acc1: 100.0000 (99.5938) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 435.736 loss: 0.0040 (0.0235) acc1: 100.0000 (99.5475) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 437.323 loss: 0.0043 (0.0243) acc1: 100.0000 (99.4743) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 439.730 loss: 0.0101 (0.0240) acc1: 100.0000 (99.4961) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 439.247 loss: 0.0099 (0.0236) acc1: 100.0000 (99.5162) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 438.420 loss: 0.0099 (0.0234) acc1: 100.0000 (99.5074) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 436.994 loss: 0.0048 (0.0243) acc1: 100.0000 (99.4729) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 437.349 loss: 0.0046 (0.0254) acc1: 100.0000 (99.4154) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 434.987 loss: 0.0169 (0.0258) acc1: 100.0000 (99.4109) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 435.481 loss: 0.0158 (0.0258) acc1: 100.0000 (99.4067) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.597 loss: 0.0050 (0.0251) acc1: 100.0000 (99.4258) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.856 loss: 0.0104 (0.0257) acc1: 100.0000 (99.4215) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.552 loss: 0.0242 (0.0263) acc1: 100.0000 (99.3958) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 435.533 loss: 0.0082 (0.0262) acc1: 100.0000 (99.3925) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 432.046 loss: 0.0078 (0.0259) acc1: 100.0000 (99.4098) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [43] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.181 loss: 0.0078 (0.0265) acc1: 100.0000 (99.3471) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 432.278 loss: 0.0058 (0.0263) acc1: 100.0000 (99.3454) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [43] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 438.935 loss: 0.0041 (0.0261) acc1: 100.0000 (99.3438) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [43] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 440.188 loss: 0.0198 (0.0263) acc1: 100.0000 (99.3423) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.289 loss: 0.0254 (0.0270) acc1: 100.0000 (99.3231) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 439.441 loss: 0.0127 (0.0273) acc1: 100.0000 (99.3048) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 437.783 loss: 0.0091 (0.0270) acc1: 100.0000 (99.3213) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 435.210 loss: 0.0067 (0.0269) acc1: 100.0000 (99.3205) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 436.361 loss: 0.0270 (0.0283) acc1: 100.0000 (99.2387) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 435.094 loss: 0.0238 (0.0283) acc1: 100.0000 (99.2398) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 435.707 loss: 0.0059 (0.0282) acc1: 100.0000 (99.2408) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.296 loss: 0.0069 (0.0280) acc1: 100.0000 (99.2417) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 437.956 loss: 0.0069 (0.0278) acc1: 100.0000 (99.2426) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.294 loss: 0.0050 (0.0277) acc1: 100.0000 (99.2581) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 438.388 loss: 0.0060 (0.0275) acc1: 100.0000 (99.2586) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 438.915 loss: 0.0068 (0.0273) acc1: 100.0000 (99.2592) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.307 loss: 0.0082 (0.0273) acc1: 100.0000 (99.2597) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.788 loss: 0.0083 (0.0273) acc1: 100.0000 (99.2602) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 436.157 loss: 0.0083 (0.0276) acc1: 100.0000 (99.2342) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.097 loss: 0.0124 (0.0278) acc1: 100.0000 (99.2222) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 435.229 loss: 0.0128 (0.0277) acc1: 100.0000 (99.2233) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 437.199 loss: 0.0134 (0.0279) acc1: 100.0000 (99.1994) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 440.023 loss: 0.0080 (0.0277) acc1: 100.0000 (99.2009) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.464 loss: 0.0074 (0.0278) acc1: 100.0000 (99.1902) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 437.431 loss: 0.0166 (0.0284) acc1: 100.0000 (99.1562) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.877 loss: 0.0133 (0.0284) acc1: 100.0000 (99.1583) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 438.925 loss: 0.0133 (0.0282) acc1: 100.0000 (99.1603) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.254 loss: 0.0103 (0.0280) acc1: 100.0000 (99.1736) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 432.967 loss: 0.0049 (0.0281) acc1: 100.0000 (99.1643) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 432.705 loss: 0.0046 (0.0280) acc1: 100.0000 (99.1661) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [43] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.584 loss: 0.0051 (0.0279) acc1: 100.0000 (99.1679) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.410 loss: 0.0077 (0.0278) acc1: 100.0000 (99.1697) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.734 loss: 0.0057 (0.0275) acc1: 100.0000 (99.1819) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 437.786 loss: 0.0097 (0.0276) acc1: 100.0000 (99.1627) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [43] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.566 loss: 0.0061 (0.0275) acc1: 100.0000 (99.1645) acc5: 100.0000 (100.0000) time: 0.0320 data: 0.0001 max mem: 1119 Epoch: [43] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:49 loss: 2.5292 (2.5292) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 1.0292 data: 1.0127 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.2446 (4.3332) acc1: 64.2857 (48.0905) acc5: 100.0000 (75.8840) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.5152 (5.0256) acc1: 28.5714 (42.4307) acc5: 85.7143 (72.2814) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.5642 (4.7176) acc1: 50.0000 (42.9521) acc5: 85.7143 (74.1576) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.5394 (4.4636) acc1: 71.4286 (44.6028) acc5: 100.0000 (75.8105) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.1245 (4.3830) acc1: 50.0000 (44.6250) acc5: 85.7143 (76.0622) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.5428 (4.3078) acc1: 50.0000 (45.0677) acc5: 85.7143 (76.8125) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.4762 (4.2996) acc1: 28.5714 (45.0886) acc5: 71.4286 (76.6354) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.7737 (4.3095) acc1: 50.0000 (45.4610) acc5: 92.8571 (76.8771) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.417 Clip Acc@5 76.825 * Video Acc@1 0.656566 * Class Acc@1 [0.2, 0.6, 0.0, 0.26666666666666666, 0.14285714285714285, 0.35714285714285715, 0.7857142857142857, 0.9333333333333333, 0.26666666666666666, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.5333333333333333, 0.8666666666666667, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [44] [ 0/702] eta: 0:12:05 lr: 0.00010000000000000002 clips/s: 330.679 loss: 0.0542 (0.0542) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0328 data: 0.9904 max mem: 1119 Epoch: [44] [ 10/702] eta: 0:01:25 lr: 0.00010000000000000002 clips/s: 439.977 loss: 0.0232 (0.0583) acc1: 100.0000 (98.0519) acc5: 100.0000 (100.0000) time: 0.1231 data: 0.0901 max mem: 1119 Epoch: [44] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 439.510 loss: 0.0140 (0.0360) acc1: 100.0000 (98.9796) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 439.717 loss: 0.0121 (0.0399) acc1: 100.0000 (98.6175) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 436.232 loss: 0.0138 (0.0342) acc1: 100.0000 (98.9547) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 432.715 loss: 0.0162 (0.0323) acc1: 100.0000 (99.0196) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [44] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 434.482 loss: 0.0082 (0.0284) acc1: 100.0000 (99.1803) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 439.661 loss: 0.0030 (0.0280) acc1: 100.0000 (99.1952) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 440.284 loss: 0.0180 (0.0295) acc1: 100.0000 (99.2063) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 439.760 loss: 0.0058 (0.0280) acc1: 100.0000 (99.2151) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 439.263 loss: 0.0052 (0.0268) acc1: 100.0000 (99.2221) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 436.465 loss: 0.0052 (0.0268) acc1: 100.0000 (99.2278) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 434.482 loss: 0.0096 (0.0257) acc1: 100.0000 (99.2916) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 434.476 loss: 0.0106 (0.0254) acc1: 100.0000 (99.3457) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 435.094 loss: 0.0053 (0.0255) acc1: 100.0000 (99.2908) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 436.329 loss: 0.0090 (0.0265) acc1: 100.0000 (99.2431) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 441.293 loss: 0.0101 (0.0259) acc1: 100.0000 (99.2902) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 439.539 loss: 0.0100 (0.0271) acc1: 100.0000 (99.1646) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 439.595 loss: 0.0085 (0.0277) acc1: 100.0000 (99.0923) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 439.539 loss: 0.0085 (0.0271) acc1: 100.0000 (99.1025) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 439.862 loss: 0.0175 (0.0272) acc1: 100.0000 (99.1116) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 437.379 loss: 0.0220 (0.0271) acc1: 100.0000 (99.1198) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 434.614 loss: 0.0161 (0.0268) acc1: 100.0000 (99.1597) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 434.373 loss: 0.0048 (0.0263) acc1: 100.0000 (99.1651) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 431.633 loss: 0.0053 (0.0259) acc1: 100.0000 (99.1405) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 435.953 loss: 0.0120 (0.0269) acc1: 100.0000 (99.0894) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.178 loss: 0.0151 (0.0276) acc1: 100.0000 (99.0695) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 441.250 loss: 0.0118 (0.0271) acc1: 100.0000 (99.1038) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 440.023 loss: 0.0041 (0.0270) acc1: 100.0000 (99.1103) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 440.823 loss: 0.0061 (0.0279) acc1: 100.0000 (99.0427) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 441.174 loss: 0.0178 (0.0280) acc1: 100.0000 (99.0508) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.618 loss: 0.0061 (0.0278) acc1: 100.0000 (99.0813) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 437.652 loss: 0.0076 (0.0275) acc1: 100.0000 (99.0877) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.225 loss: 0.0095 (0.0277) acc1: 100.0000 (99.0721) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 434.331 loss: 0.0095 (0.0278) acc1: 100.0000 (99.0574) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 430.239 loss: 0.0121 (0.0284) acc1: 100.0000 (99.0232) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.793 loss: 0.0082 (0.0282) acc1: 100.0000 (99.0107) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.457 loss: 0.0066 (0.0283) acc1: 100.0000 (98.9988) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 441.081 loss: 0.0086 (0.0283) acc1: 100.0000 (98.9876) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 439.250 loss: 0.0078 (0.0286) acc1: 100.0000 (98.9770) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 440.033 loss: 0.0310 (0.0295) acc1: 100.0000 (98.9491) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 392.242 loss: 0.0310 (0.0292) acc1: 100.0000 (98.9746) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [44] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 435.129 loss: 0.0061 (0.0291) acc1: 100.0000 (98.9650) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [44] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 435.533 loss: 0.0103 (0.0295) acc1: 100.0000 (98.9559) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.679 loss: 0.0104 (0.0295) acc1: 100.0000 (98.9310) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 438.827 loss: 0.0134 (0.0295) acc1: 100.0000 (98.9389) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 440.436 loss: 0.0180 (0.0296) acc1: 100.0000 (98.9464) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 438.005 loss: 0.0103 (0.0292) acc1: 100.0000 (98.9688) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.027 loss: 0.0095 (0.0290) acc1: 100.0000 (98.9902) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 437.564 loss: 0.0095 (0.0290) acc1: 100.0000 (98.9962) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.819 loss: 0.0065 (0.0288) acc1: 100.0000 (99.0020) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 436.219 loss: 0.0085 (0.0286) acc1: 100.0000 (99.0075) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 435.123 loss: 0.0184 (0.0293) acc1: 100.0000 (98.9855) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 436.397 loss: 0.0275 (0.0296) acc1: 100.0000 (98.9911) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 436.449 loss: 0.0021 (0.0292) acc1: 100.0000 (99.0098) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.031 loss: 0.0045 (0.0290) acc1: 100.0000 (99.0277) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 440.992 loss: 0.0060 (0.0287) acc1: 100.0000 (99.0323) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 437.943 loss: 0.0089 (0.0289) acc1: 100.0000 (99.0368) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.266 loss: 0.0129 (0.0287) acc1: 100.0000 (99.0411) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.145 loss: 0.0069 (0.0284) acc1: 100.0000 (99.0573) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.812 loss: 0.0101 (0.0287) acc1: 100.0000 (99.0373) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 435.316 loss: 0.0211 (0.0287) acc1: 100.0000 (99.0180) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 426.820 loss: 0.0087 (0.0290) acc1: 100.0000 (99.0108) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 436.031 loss: 0.0263 (0.0293) acc1: 100.0000 (99.0152) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [44] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.082 loss: 0.0147 (0.0292) acc1: 100.0000 (99.0194) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 440.763 loss: 0.0142 (0.0295) acc1: 100.0000 (99.0125) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 440.588 loss: 0.0116 (0.0294) acc1: 100.0000 (99.0274) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 440.337 loss: 0.0128 (0.0297) acc1: 100.0000 (99.0207) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.132 loss: 0.0258 (0.0304) acc1: 100.0000 (98.9931) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 438.250 loss: 0.0137 (0.0303) acc1: 100.0000 (98.9973) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 439.421 loss: 0.0088 (0.0302) acc1: 100.0000 (99.0116) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [44] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:42 loss: 2.2402 (2.2402) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 1.0208 data: 0.9967 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.8891 (4.3774) acc1: 57.1429 (48.3027) acc5: 100.0000 (75.8840) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.3654 (5.0645) acc1: 28.5714 (42.3596) acc5: 92.8571 (72.2459) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.3889 (4.7307) acc1: 42.8571 (43.2606) acc5: 92.8571 (74.6796) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 0.8479 (4.4701) acc1: 71.4286 (44.8165) acc5: 100.0000 (76.1489) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.9061 (4.3991) acc1: 50.0000 (44.7676) acc5: 92.8571 (76.4756) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.8013 (4.3263) acc1: 57.1429 (45.2936) acc5: 85.7143 (77.0739) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.5839 (4.3167) acc1: 21.4286 (45.3332) acc5: 78.5714 (77.1041) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.7566 (4.3224) acc1: 50.0000 (45.7464) acc5: 92.8571 (77.2784) time: 0.0121 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.728 Clip Acc@5 77.234 * Video Acc@1 0.670034 * Class Acc@1 [0.2, 0.5333333333333333, 0.0, 0.26666666666666666, 0.14285714285714285, 0.35714285714285715, 0.7857142857142857, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [45] [ 0/702] eta: 0:12:03 lr: 0.00010000000000000002 clips/s: 340.763 loss: 0.0291 (0.0291) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0300 data: 0.9887 max mem: 1119 Epoch: [45] [ 10/702] eta: 0:01:25 lr: 0.00010000000000000002 clips/s: 439.165 loss: 0.0291 (0.0533) acc1: 100.0000 (98.7013) acc5: 100.0000 (100.0000) time: 0.1229 data: 0.0900 max mem: 1119 Epoch: [45] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 434.698 loss: 0.0325 (0.0512) acc1: 100.0000 (98.2993) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 436.981 loss: 0.0072 (0.0386) acc1: 100.0000 (98.8479) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 436.215 loss: 0.0066 (0.0352) acc1: 100.0000 (98.7805) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 435.103 loss: 0.0096 (0.0320) acc1: 100.0000 (98.8796) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 434.791 loss: 0.0071 (0.0286) acc1: 100.0000 (99.0632) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 435.300 loss: 0.0062 (0.0276) acc1: 100.0000 (99.0946) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 438.142 loss: 0.0062 (0.0277) acc1: 100.0000 (99.1182) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 440.562 loss: 0.0074 (0.0294) acc1: 100.0000 (99.0581) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 441.164 loss: 0.0074 (0.0284) acc1: 100.0000 (99.1513) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 440.443 loss: 0.0057 (0.0269) acc1: 100.0000 (99.2278) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 440.218 loss: 0.0056 (0.0256) acc1: 100.0000 (99.2916) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 439.115 loss: 0.0056 (0.0252) acc1: 100.0000 (99.2912) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 436.381 loss: 0.0066 (0.0261) acc1: 100.0000 (99.1895) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 434.508 loss: 0.0086 (0.0261) acc1: 100.0000 (99.1485) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 434.598 loss: 0.0130 (0.0269) acc1: 100.0000 (99.1571) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 435.071 loss: 0.0084 (0.0281) acc1: 100.0000 (99.0810) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 434.077 loss: 0.0084 (0.0286) acc1: 100.0000 (99.0529) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 439.033 loss: 0.0096 (0.0282) acc1: 100.0000 (99.0651) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 439.622 loss: 0.0231 (0.0286) acc1: 100.0000 (99.0760) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 440.317 loss: 0.0123 (0.0285) acc1: 100.0000 (99.0521) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 438.456 loss: 0.0078 (0.0279) acc1: 100.0000 (99.0950) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 439.063 loss: 0.0046 (0.0291) acc1: 100.0000 (99.0105) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 439.165 loss: 0.0101 (0.0290) acc1: 100.0000 (99.0219) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 435.497 loss: 0.0160 (0.0293) acc1: 100.0000 (99.0040) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 435.775 loss: 0.0086 (0.0289) acc1: 100.0000 (99.0148) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 394.488 loss: 0.0042 (0.0288) acc1: 100.0000 (99.0248) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [45] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.539 loss: 0.0056 (0.0289) acc1: 100.0000 (99.0341) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [45] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 438.650 loss: 0.0096 (0.0284) acc1: 100.0000 (99.0673) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 440.595 loss: 0.0118 (0.0280) acc1: 100.0000 (99.0982) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.041 loss: 0.0079 (0.0275) acc1: 100.0000 (99.1272) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.640 loss: 0.0048 (0.0276) acc1: 100.0000 (99.1322) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 435.103 loss: 0.0211 (0.0284) acc1: 100.0000 (99.0505) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 433.273 loss: 0.0191 (0.0284) acc1: 100.0000 (99.0574) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 438.401 loss: 0.0111 (0.0280) acc1: 100.0000 (99.0842) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.132 loss: 0.0111 (0.0278) acc1: 100.0000 (99.0898) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 441.234 loss: 0.0144 (0.0278) acc1: 100.0000 (99.0951) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.504 loss: 0.0135 (0.0278) acc1: 100.0000 (99.0814) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 433.261 loss: 0.0064 (0.0278) acc1: 100.0000 (99.0683) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [45] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 438.676 loss: 0.0187 (0.0278) acc1: 100.0000 (99.0916) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 434.382 loss: 0.0082 (0.0274) acc1: 100.0000 (99.1137) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 435.478 loss: 0.0072 (0.0280) acc1: 100.0000 (99.0838) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 436.410 loss: 0.0153 (0.0280) acc1: 100.0000 (99.0885) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 437.613 loss: 0.0131 (0.0281) acc1: 100.0000 (99.0930) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 440.757 loss: 0.0099 (0.0283) acc1: 100.0000 (99.0656) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 436.008 loss: 0.0184 (0.0281) acc1: 100.0000 (99.0858) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.780 loss: 0.0072 (0.0278) acc1: 100.0000 (99.1052) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 439.296 loss: 0.0055 (0.0276) acc1: 100.0000 (99.1238) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 436.575 loss: 0.0063 (0.0275) acc1: 100.0000 (99.1417) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 436.650 loss: 0.0054 (0.0272) acc1: 100.0000 (99.1588) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 434.212 loss: 0.0072 (0.0276) acc1: 100.0000 (99.1334) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.278 loss: 0.0091 (0.0272) acc1: 100.0000 (99.1500) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [45] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 441.479 loss: 0.0035 (0.0271) acc1: 100.0000 (99.1525) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [45] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.581 loss: 0.0103 (0.0270) acc1: 100.0000 (99.1418) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.532 loss: 0.0071 (0.0270) acc1: 100.0000 (99.1444) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.204 loss: 0.0035 (0.0267) acc1: 100.0000 (99.1597) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.698 loss: 0.0022 (0.0266) acc1: 100.0000 (99.1619) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.566 loss: 0.0156 (0.0267) acc1: 100.0000 (99.1640) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 434.511 loss: 0.0156 (0.0272) acc1: 100.0000 (99.1540) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.637 loss: 0.0079 (0.0275) acc1: 100.0000 (99.1324) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 437.310 loss: 0.0204 (0.0276) acc1: 100.0000 (99.1349) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 441.181 loss: 0.0128 (0.0278) acc1: 100.0000 (99.1258) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.915 loss: 0.0088 (0.0277) acc1: 100.0000 (99.1284) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.672 loss: 0.0087 (0.0277) acc1: 100.0000 (99.1308) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 437.525 loss: 0.0058 (0.0275) acc1: 100.0000 (99.1442) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 436.669 loss: 0.0021 (0.0273) acc1: 100.0000 (99.1571) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [45] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 434.749 loss: 0.0047 (0.0273) acc1: 100.0000 (99.1590) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [45] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 436.167 loss: 0.0154 (0.0274) acc1: 100.0000 (99.1504) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [45] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 436.491 loss: 0.0045 (0.0273) acc1: 100.0000 (99.1627) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 437.033 loss: 0.0077 (0.0273) acc1: 100.0000 (99.1645) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [45] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:32 loss: 2.2350 (2.2350) acc1: 71.4286 (71.4286) acc5: 78.5714 (78.5714) time: 1.0084 data: 0.9940 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.2039 (4.3837) acc1: 57.1429 (48.3734) acc5: 100.0000 (75.8133) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.6212 (5.1007) acc1: 28.5714 (42.4662) acc5: 92.8571 (72.1038) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.5071 (4.7580) acc1: 50.0000 (43.3792) acc5: 85.7143 (74.3711) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.3107 (4.4798) acc1: 64.2857 (44.7453) acc5: 100.0000 (75.9530) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.7660 (4.3899) acc1: 57.1429 (44.8959) acc5: 85.7143 (76.3473) time: 0.0122 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.8607 (4.3169) acc1: 42.8571 (45.4005) acc5: 85.7143 (76.9670) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.5286 (4.3091) acc1: 21.4286 (45.3841) acc5: 71.4286 (76.7679) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.4721 (4.3172) acc1: 57.1429 (45.7286) acc5: 85.7143 (76.9663) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.701 Clip Acc@5 76.923 * Video Acc@1 0.659933 * Class Acc@1 [0.2, 0.6, 0.0, 0.26666666666666666, 0.14285714285714285, 0.35714285714285715, 0.7142857142857143, 1.0, 0.3333333333333333, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.8666666666666667, 0.4, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [46] [ 0/702] eta: 0:12:06 lr: 0.00010000000000000002 clips/s: 352.753 loss: 0.1638 (0.1638) acc1: 92.8571 (92.8571) acc5: 100.0000 (100.0000) time: 1.0347 data: 0.9948 max mem: 1119 Epoch: [46] [ 10/702] eta: 0:01:25 lr: 0.00010000000000000002 clips/s: 437.711 loss: 0.0113 (0.0407) acc1: 100.0000 (97.4026) acc5: 100.0000 (100.0000) time: 0.1233 data: 0.0905 max mem: 1119 Epoch: [46] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 437.607 loss: 0.0042 (0.0311) acc1: 100.0000 (98.2993) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 433.744 loss: 0.0036 (0.0259) acc1: 100.0000 (98.8479) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 432.590 loss: 0.0050 (0.0254) acc1: 100.0000 (98.9547) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 436.595 loss: 0.0050 (0.0248) acc1: 100.0000 (99.1597) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 436.656 loss: 0.0081 (0.0271) acc1: 100.0000 (98.9461) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 440.724 loss: 0.0041 (0.0249) acc1: 100.0000 (99.0946) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 440.317 loss: 0.0040 (0.0234) acc1: 100.0000 (99.2063) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 440.426 loss: 0.0040 (0.0225) acc1: 100.0000 (99.2936) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 439.381 loss: 0.0076 (0.0254) acc1: 100.0000 (99.1513) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 440.608 loss: 0.0082 (0.0245) acc1: 100.0000 (99.2278) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 436.812 loss: 0.0024 (0.0228) acc1: 100.0000 (99.2916) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 437.388 loss: 0.0022 (0.0242) acc1: 100.0000 (99.1821) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 438.280 loss: 0.0146 (0.0270) acc1: 100.0000 (99.0881) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 433.789 loss: 0.0109 (0.0259) acc1: 100.0000 (99.1485) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 435.652 loss: 0.0050 (0.0252) acc1: 100.0000 (99.2014) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 435.249 loss: 0.0074 (0.0262) acc1: 100.0000 (99.1646) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 437.418 loss: 0.0167 (0.0263) acc1: 100.0000 (99.1713) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 439.096 loss: 0.0172 (0.0258) acc1: 100.0000 (99.1773) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 435.520 loss: 0.0054 (0.0256) acc1: 100.0000 (99.1827) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 439.132 loss: 0.0046 (0.0250) acc1: 100.0000 (99.2214) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 436.760 loss: 0.0071 (0.0263) acc1: 100.0000 (99.1273) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [46] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 435.232 loss: 0.0140 (0.0258) acc1: 100.0000 (99.1651) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 430.207 loss: 0.0158 (0.0272) acc1: 100.0000 (99.1108) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 434.891 loss: 0.0131 (0.0268) acc1: 100.0000 (99.1463) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 431.925 loss: 0.0060 (0.0263) acc1: 100.0000 (99.1516) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 440.436 loss: 0.0052 (0.0264) acc1: 100.0000 (99.1566) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.316 loss: 0.0071 (0.0264) acc1: 100.0000 (99.1612) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 439.773 loss: 0.0087 (0.0271) acc1: 100.0000 (99.1163) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 440.400 loss: 0.0087 (0.0266) acc1: 100.0000 (99.1457) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.633 loss: 0.0102 (0.0262) acc1: 100.0000 (99.1732) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 438.378 loss: 0.0102 (0.0260) acc1: 100.0000 (99.1767) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 433.437 loss: 0.0081 (0.0260) acc1: 100.0000 (99.1800) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 436.851 loss: 0.0060 (0.0261) acc1: 100.0000 (99.1621) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 434.624 loss: 0.0047 (0.0265) acc1: 100.0000 (99.1453) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.697 loss: 0.0046 (0.0261) acc1: 100.0000 (99.1690) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 438.712 loss: 0.0209 (0.0272) acc1: 100.0000 (99.1144) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.548 loss: 0.0209 (0.0268) acc1: 100.0000 (99.1376) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 440.311 loss: 0.0094 (0.0265) acc1: 100.0000 (99.1597) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 439.783 loss: 0.0248 (0.0268) acc1: 100.0000 (99.1450) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 439.572 loss: 0.0216 (0.0267) acc1: 100.0000 (99.1658) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 436.300 loss: 0.0142 (0.0269) acc1: 100.0000 (99.1517) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 433.366 loss: 0.0142 (0.0268) acc1: 100.0000 (99.1714) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 434.119 loss: 0.0053 (0.0265) acc1: 100.0000 (99.1902) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 436.070 loss: 0.0063 (0.0266) acc1: 100.0000 (99.1923) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 435.500 loss: 0.0079 (0.0263) acc1: 100.0000 (99.2098) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.591 loss: 0.0045 (0.0259) acc1: 100.0000 (99.2266) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 438.100 loss: 0.0073 (0.0262) acc1: 100.0000 (99.2129) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 440.363 loss: 0.0185 (0.0262) acc1: 100.0000 (99.2144) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.053 loss: 0.0066 (0.0262) acc1: 100.0000 (99.2016) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.750 loss: 0.0027 (0.0262) acc1: 100.0000 (99.2032) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.600 loss: 0.0027 (0.0259) acc1: 100.0000 (99.2048) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 434.981 loss: 0.0058 (0.0262) acc1: 100.0000 (99.1929) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 435.539 loss: 0.0225 (0.0263) acc1: 100.0000 (99.1814) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 434.968 loss: 0.0071 (0.0265) acc1: 100.0000 (99.1574) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.862 loss: 0.0071 (0.0263) acc1: 100.0000 (99.1724) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.470 loss: 0.0041 (0.0261) acc1: 100.0000 (99.1869) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 439.645 loss: 0.0041 (0.0258) acc1: 100.0000 (99.2009) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.806 loss: 0.0114 (0.0261) acc1: 100.0000 (99.1902) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.572 loss: 0.0096 (0.0260) acc1: 100.0000 (99.1918) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.319 loss: 0.0047 (0.0257) acc1: 100.0000 (99.2050) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 437.229 loss: 0.0054 (0.0256) acc1: 100.0000 (99.2179) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 433.853 loss: 0.0159 (0.0257) acc1: 100.0000 (99.2076) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [46] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.187 loss: 0.0125 (0.0257) acc1: 100.0000 (99.2200) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.056 loss: 0.0116 (0.0257) acc1: 100.0000 (99.2210) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.770 loss: 0.0216 (0.0258) acc1: 100.0000 (99.2220) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.250 loss: 0.0152 (0.0257) acc1: 100.0000 (99.2229) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 438.132 loss: 0.0212 (0.0261) acc1: 100.0000 (99.2029) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.750 loss: 0.0383 (0.0263) acc1: 100.0000 (99.1937) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 437.545 loss: 0.0105 (0.0262) acc1: 100.0000 (99.2052) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [46] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:30 loss: 2.4627 (2.4627) acc1: 57.1429 (57.1429) acc5: 78.5714 (78.5714) time: 1.0054 data: 0.9876 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.0301 (4.3667) acc1: 64.2857 (48.3734) acc5: 100.0000 (76.0962) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.6044 (5.0832) acc1: 42.8571 (42.5373) acc5: 92.8571 (72.2459) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.4525 (4.7281) acc1: 50.0000 (43.3792) acc5: 85.7143 (74.3237) time: 0.0125 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.3650 (4.4693) acc1: 64.2857 (44.8165) acc5: 100.0000 (75.9173) time: 0.0126 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.0422 (4.3854) acc1: 50.0000 (44.7961) acc5: 92.8571 (76.3901) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.7819 (4.3115) acc1: 50.0000 (45.3054) acc5: 85.7143 (77.0383) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.7795 (4.3037) acc1: 21.4286 (45.3943) acc5: 71.4286 (76.9003) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.8826 (4.3122) acc1: 50.0000 (45.6929) acc5: 85.7143 (77.0733) time: 0.0121 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.666 Clip Acc@5 77.056 * Video Acc@1 0.673401 * Class Acc@1 [0.2, 0.5333333333333333, 0.0, 0.26666666666666666, 0.21428571428571427, 0.35714285714285715, 0.7857142857142857, 1.0, 0.3333333333333333, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Epoch: [47] [ 0/702] eta: 0:12:02 lr: 0.00010000000000000002 clips/s: 342.660 loss: 0.0058 (0.0058) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0287 data: 0.9877 max mem: 1119 Epoch: [47] [ 10/702] eta: 0:01:24 lr: 0.00010000000000000002 clips/s: 432.142 loss: 0.0029 (0.0157) acc1: 100.0000 (99.3506) acc5: 100.0000 (100.0000) time: 0.1228 data: 0.0899 max mem: 1119 Epoch: [47] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 436.442 loss: 0.0029 (0.0117) acc1: 100.0000 (99.6599) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 435.959 loss: 0.0079 (0.0158) acc1: 100.0000 (99.3088) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 441.386 loss: 0.0096 (0.0212) acc1: 100.0000 (99.1289) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 440.212 loss: 0.0218 (0.0220) acc1: 100.0000 (99.2997) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 440.050 loss: 0.0064 (0.0207) acc1: 100.0000 (99.4145) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 439.329 loss: 0.0032 (0.0193) acc1: 100.0000 (99.4970) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 437.538 loss: 0.0026 (0.0189) acc1: 100.0000 (99.5591) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 434.174 loss: 0.0093 (0.0188) acc1: 100.0000 (99.6075) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 434.203 loss: 0.0098 (0.0196) acc1: 100.0000 (99.5050) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 434.730 loss: 0.0209 (0.0219) acc1: 100.0000 (99.3565) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 433.353 loss: 0.0171 (0.0239) acc1: 100.0000 (99.2916) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 438.443 loss: 0.0081 (0.0231) acc1: 100.0000 (99.2912) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 440.800 loss: 0.0052 (0.0237) acc1: 100.0000 (99.2401) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 437.447 loss: 0.0052 (0.0243) acc1: 100.0000 (99.2431) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 440.268 loss: 0.0066 (0.0255) acc1: 100.0000 (99.2014) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 435.349 loss: 0.0062 (0.0248) acc1: 100.0000 (99.2063) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 437.649 loss: 0.0075 (0.0270) acc1: 100.0000 (99.0923) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 434.283 loss: 0.0221 (0.0271) acc1: 100.0000 (99.0651) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 435.110 loss: 0.0143 (0.0273) acc1: 100.0000 (99.0760) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 434.643 loss: 0.0175 (0.0290) acc1: 100.0000 (99.0183) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 436.267 loss: 0.0061 (0.0282) acc1: 100.0000 (99.0627) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 439.237 loss: 0.0061 (0.0282) acc1: 100.0000 (99.0724) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 437.744 loss: 0.0064 (0.0277) acc1: 100.0000 (99.1108) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 441.078 loss: 0.0041 (0.0273) acc1: 100.0000 (99.1178) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.112 loss: 0.0040 (0.0272) acc1: 100.0000 (99.1242) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.086 loss: 0.0071 (0.0281) acc1: 100.0000 (99.1038) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 437.832 loss: 0.0302 (0.0280) acc1: 100.0000 (99.1103) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 434.884 loss: 0.0114 (0.0281) acc1: 100.0000 (99.0918) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 434.007 loss: 0.0116 (0.0285) acc1: 100.0000 (99.0508) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.302 loss: 0.0063 (0.0280) acc1: 100.0000 (99.0583) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 436.173 loss: 0.0044 (0.0285) acc1: 100.0000 (99.0432) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.184 loss: 0.0122 (0.0287) acc1: 100.0000 (99.0289) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 441.154 loss: 0.0085 (0.0282) acc1: 100.0000 (99.0574) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 440.598 loss: 0.0042 (0.0279) acc1: 100.0000 (99.0639) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 439.902 loss: 0.0074 (0.0278) acc1: 100.0000 (99.0700) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 438.211 loss: 0.0102 (0.0277) acc1: 100.0000 (99.0759) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.887 loss: 0.0035 (0.0273) acc1: 100.0000 (99.1001) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 434.540 loss: 0.0018 (0.0274) acc1: 100.0000 (99.0866) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 435.249 loss: 0.0034 (0.0277) acc1: 100.0000 (99.0559) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 432.559 loss: 0.0034 (0.0273) acc1: 100.0000 (99.0789) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 433.517 loss: 0.0026 (0.0274) acc1: 100.0000 (99.0668) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.335 loss: 0.0153 (0.0280) acc1: 100.0000 (99.0554) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 440.826 loss: 0.0153 (0.0279) acc1: 100.0000 (99.0444) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 439.418 loss: 0.0026 (0.0284) acc1: 100.0000 (99.0022) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 437.577 loss: 0.0087 (0.0286) acc1: 100.0000 (98.9929) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 438.817 loss: 0.0088 (0.0289) acc1: 100.0000 (98.9688) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 434.296 loss: 0.0041 (0.0290) acc1: 100.0000 (98.9605) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 428.252 loss: 0.0064 (0.0295) acc1: 100.0000 (98.9089) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 435.588 loss: 0.0102 (0.0292) acc1: 100.0000 (98.9165) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 437.923 loss: 0.0061 (0.0294) acc1: 100.0000 (98.9097) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 439.905 loss: 0.0083 (0.0297) acc1: 100.0000 (98.8895) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 439.892 loss: 0.0164 (0.0299) acc1: 100.0000 (98.8835) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 439.414 loss: 0.0129 (0.0298) acc1: 100.0000 (98.8909) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 439.250 loss: 0.0082 (0.0294) acc1: 100.0000 (98.9111) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 437.447 loss: 0.0037 (0.0291) acc1: 100.0000 (98.9177) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.161 loss: 0.0037 (0.0291) acc1: 100.0000 (98.9242) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 433.843 loss: 0.0124 (0.0298) acc1: 100.0000 (98.9058) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [47] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.276 loss: 0.0101 (0.0301) acc1: 100.0000 (98.8881) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [47] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 440.965 loss: 0.0101 (0.0302) acc1: 100.0000 (98.8947) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.647 loss: 0.0091 (0.0302) acc1: 100.0000 (98.9011) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.503 loss: 0.0047 (0.0300) acc1: 100.0000 (98.9073) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.633 loss: 0.0077 (0.0300) acc1: 100.0000 (98.9133) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 435.158 loss: 0.0097 (0.0301) acc1: 100.0000 (98.9080) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 431.732 loss: 0.0077 (0.0300) acc1: 100.0000 (98.9247) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [47] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 435.068 loss: 0.0049 (0.0297) acc1: 100.0000 (98.9410) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 436.073 loss: 0.0033 (0.0296) acc1: 100.0000 (98.9461) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 438.087 loss: 0.0034 (0.0294) acc1: 100.0000 (98.9616) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.420 loss: 0.0087 (0.0293) acc1: 100.0000 (98.9766) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 441.234 loss: 0.0094 (0.0294) acc1: 100.0000 (98.9607) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [47] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:35 loss: 2.3627 (2.3627) acc1: 57.1429 (57.1429) acc5: 78.5714 (78.5714) time: 1.0113 data: 0.9957 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.1491 (4.4231) acc1: 57.1429 (47.7369) acc5: 100.0000 (76.0962) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.8162 (5.0763) acc1: 35.7143 (42.2530) acc5: 92.8571 (72.2814) time: 0.0123 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.4916 (4.7318) acc1: 57.1429 (42.9758) acc5: 85.7143 (74.4898) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.2624 (4.4713) acc1: 71.4286 (44.6918) acc5: 100.0000 (76.1489) time: 0.0124 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 1.7136 (4.3949) acc1: 57.1429 (44.5680) acc5: 85.7143 (76.3901) time: 0.0124 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.8238 (4.3104) acc1: 57.1429 (45.0796) acc5: 85.7143 (77.1333) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.3906 (4.3065) acc1: 28.5714 (45.1804) acc5: 78.5714 (76.9411) time: 0.0125 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.0780 (4.3190) acc1: 50.0000 (45.6037) acc5: 85.7143 (77.1179) time: 0.0122 data: 0.0000 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.551 Clip Acc@5 77.083 * Video Acc@1 0.670034 * Class Acc@1 [0.2, 0.5333333333333333, 0.0, 0.26666666666666666, 0.2857142857142857, 0.35714285714285715, 0.7857142857142857, 0.9333333333333333, 0.4, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.5333333333333333, 0.9333333333333333, 0.4, 0.8666666666666667, 0.9333333333333333, 1.0] Epoch: [48] [ 0/702] eta: 0:12:01 lr: 0.00010000000000000002 clips/s: 356.334 loss: 0.0219 (0.0219) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0275 data: 0.9881 max mem: 1119 Epoch: [48] [ 10/702] eta: 0:01:24 lr: 0.00010000000000000002 clips/s: 439.342 loss: 0.0042 (0.0115) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 0.1226 data: 0.0899 max mem: 1119 Epoch: [48] [ 20/702] eta: 0:00:54 lr: 0.00010000000000000002 clips/s: 436.631 loss: 0.0042 (0.0157) acc1: 100.0000 (99.6599) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 439.464 loss: 0.0027 (0.0172) acc1: 100.0000 (99.5392) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 435.036 loss: 0.0079 (0.0188) acc1: 100.0000 (99.4774) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [48] [ 50/702] eta: 0:00:33 lr: 0.00010000000000000002 clips/s: 432.603 loss: 0.0138 (0.0276) acc1: 100.0000 (99.0196) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 434.801 loss: 0.0112 (0.0248) acc1: 100.0000 (99.1803) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 440.004 loss: 0.0020 (0.0220) acc1: 100.0000 (99.2958) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 441.277 loss: 0.0018 (0.0245) acc1: 100.0000 (99.2945) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 440.103 loss: 0.0085 (0.0243) acc1: 100.0000 (99.2936) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 439.954 loss: 0.0177 (0.0250) acc1: 100.0000 (99.2928) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 439.971 loss: 0.0067 (0.0246) acc1: 100.0000 (99.2921) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 439.142 loss: 0.0022 (0.0245) acc1: 100.0000 (99.2916) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 435.400 loss: 0.0042 (0.0251) acc1: 100.0000 (99.2366) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 435.210 loss: 0.0119 (0.0249) acc1: 100.0000 (99.2908) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 433.462 loss: 0.0103 (0.0245) acc1: 100.0000 (99.2904) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 440.542 loss: 0.0085 (0.0256) acc1: 100.0000 (99.2458) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 440.304 loss: 0.0063 (0.0249) acc1: 100.0000 (99.2899) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 440.456 loss: 0.0053 (0.0248) acc1: 100.0000 (99.2897) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 440.353 loss: 0.0033 (0.0246) acc1: 100.0000 (99.2895) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 438.335 loss: 0.0015 (0.0245) acc1: 100.0000 (99.2537) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 436.335 loss: 0.0029 (0.0240) acc1: 100.0000 (99.2891) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 431.998 loss: 0.0049 (0.0235) acc1: 100.0000 (99.2889) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 432.196 loss: 0.0065 (0.0239) acc1: 100.0000 (99.2579) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 436.546 loss: 0.0226 (0.0249) acc1: 100.0000 (99.2294) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 438.928 loss: 0.0098 (0.0244) acc1: 100.0000 (99.2601) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 438.751 loss: 0.0128 (0.0257) acc1: 100.0000 (99.1790) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 437.186 loss: 0.0060 (0.0260) acc1: 100.0000 (99.1302) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 438.568 loss: 0.0127 (0.0266) acc1: 100.0000 (99.1103) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 435.368 loss: 0.0324 (0.0277) acc1: 100.0000 (99.0427) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 434.736 loss: 0.0147 (0.0281) acc1: 100.0000 (99.0271) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.743 loss: 0.0047 (0.0275) acc1: 100.0000 (99.0583) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 435.249 loss: 0.0068 (0.0274) acc1: 100.0000 (99.0654) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 435.746 loss: 0.0114 (0.0274) acc1: 100.0000 (99.0721) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 439.345 loss: 0.0079 (0.0275) acc1: 100.0000 (99.0783) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 440.413 loss: 0.0052 (0.0276) acc1: 100.0000 (99.0842) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 426.535 loss: 0.0095 (0.0276) acc1: 100.0000 (99.0700) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [48] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 439.599 loss: 0.0095 (0.0272) acc1: 100.0000 (99.0951) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [48] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.892 loss: 0.0053 (0.0270) acc1: 100.0000 (99.1001) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 435.316 loss: 0.0082 (0.0270) acc1: 100.0000 (99.1049) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 434.077 loss: 0.0088 (0.0268) acc1: 100.0000 (99.1094) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 435.471 loss: 0.0043 (0.0263) acc1: 100.0000 (99.1310) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.365 loss: 0.0030 (0.0260) acc1: 100.0000 (99.1517) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 440.909 loss: 0.0030 (0.0257) acc1: 100.0000 (99.1548) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 438.630 loss: 0.0109 (0.0261) acc1: 100.0000 (99.1416) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 438.620 loss: 0.0175 (0.0258) acc1: 100.0000 (99.1448) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 436.835 loss: 0.0033 (0.0256) acc1: 100.0000 (99.1633) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 435.439 loss: 0.0096 (0.0258) acc1: 100.0000 (99.1507) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 429.858 loss: 0.0090 (0.0255) acc1: 100.0000 (99.1535) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 434.608 loss: 0.0075 (0.0253) acc1: 100.0000 (99.1708) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 438.774 loss: 0.0129 (0.0258) acc1: 100.0000 (99.1588) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 441.257 loss: 0.0160 (0.0259) acc1: 100.0000 (99.1613) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 440.103 loss: 0.0212 (0.0264) acc1: 100.0000 (99.1500) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 438.384 loss: 0.0113 (0.0261) acc1: 100.0000 (99.1660) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [48] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 433.827 loss: 0.0105 (0.0263) acc1: 100.0000 (99.1286) acc5: 100.0000 (100.0000) time: 0.0324 data: 0.0001 max mem: 1119 Epoch: [48] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 433.270 loss: 0.0150 (0.0263) acc1: 100.0000 (99.1444) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 429.351 loss: 0.0079 (0.0261) acc1: 100.0000 (99.1469) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 438.384 loss: 0.0056 (0.0262) acc1: 100.0000 (99.1369) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 440.000 loss: 0.0075 (0.0262) acc1: 100.0000 (99.1271) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.671 loss: 0.0119 (0.0261) acc1: 100.0000 (99.1419) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 437.278 loss: 0.0096 (0.0260) acc1: 100.0000 (99.1562) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 436.933 loss: 0.0114 (0.0260) acc1: 100.0000 (99.1583) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 437.252 loss: 0.0108 (0.0260) acc1: 100.0000 (99.1603) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 434.826 loss: 0.0112 (0.0263) acc1: 100.0000 (99.1623) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 431.120 loss: 0.0138 (0.0264) acc1: 100.0000 (99.1531) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 438.971 loss: 0.0089 (0.0262) acc1: 100.0000 (99.1661) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.720 loss: 0.0099 (0.0262) acc1: 100.0000 (99.1787) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 439.822 loss: 0.0103 (0.0263) acc1: 100.0000 (99.1697) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.297 loss: 0.0090 (0.0261) acc1: 100.0000 (99.1819) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [48] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 440.238 loss: 0.0057 (0.0263) acc1: 100.0000 (99.1627) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 438.057 loss: 0.0052 (0.0264) acc1: 100.0000 (99.1543) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [48] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:36 loss: 1.9764 (1.9764) acc1: 71.4286 (71.4286) acc5: 71.4286 (71.4286) time: 1.0126 data: 0.9957 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 1.2300 (4.3656) acc1: 64.2857 (47.1711) acc5: 100.0000 (75.9547) time: 0.0124 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.6060 (5.0548) acc1: 42.8571 (41.8266) acc5: 92.8571 (72.5657) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.5712 (4.7239) acc1: 42.8571 (42.6673) acc5: 85.7143 (74.5847) time: 0.0124 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.0637 (4.4641) acc1: 57.1429 (44.2643) acc5: 100.0000 (76.1133) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.0393 (4.3647) acc1: 50.0000 (44.7106) acc5: 85.7143 (76.3045) time: 0.0125 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.9506 (4.3014) acc1: 50.0000 (44.9608) acc5: 92.8571 (77.0264) time: 0.0124 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.7830 (4.3033) acc1: 21.4286 (45.1804) acc5: 71.4286 (76.9615) time: 0.0124 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.5090 (4.3103) acc1: 57.1429 (45.5235) acc5: 92.8571 (77.1981) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 45.515 Clip Acc@5 77.127 * Video Acc@1 0.659933 * Class Acc@1 [0.2, 0.5333333333333333, 0.0, 0.26666666666666666, 0.07142857142857142, 0.35714285714285715, 0.7857142857142857, 1.0, 0.3333333333333333, 0.9333333333333333, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8, 1.0, 1.0] Epoch: [49] [ 0/702] eta: 0:12:24 lr: 0.00010000000000000002 clips/s: 339.698 loss: 0.0348 (0.0348) acc1: 100.0000 (100.0000) acc5: 100.0000 (100.0000) time: 1.0604 data: 1.0190 max mem: 1119 Epoch: [49] [ 10/702] eta: 0:01:26 lr: 0.00010000000000000002 clips/s: 438.096 loss: 0.0114 (0.0202) acc1: 100.0000 (99.3506) acc5: 100.0000 (100.0000) time: 0.1257 data: 0.0927 max mem: 1119 Epoch: [49] [ 20/702] eta: 0:00:55 lr: 0.00010000000000000002 clips/s: 439.645 loss: 0.0098 (0.0187) acc1: 100.0000 (99.6599) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [49] [ 30/702] eta: 0:00:43 lr: 0.00010000000000000002 clips/s: 438.820 loss: 0.0078 (0.0157) acc1: 100.0000 (99.7696) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [ 40/702] eta: 0:00:37 lr: 0.00010000000000000002 clips/s: 440.291 loss: 0.0104 (0.0248) acc1: 100.0000 (99.3031) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [ 50/702] eta: 0:00:34 lr: 0.00010000000000000002 clips/s: 434.665 loss: 0.0160 (0.0229) acc1: 100.0000 (99.4398) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [ 60/702] eta: 0:00:31 lr: 0.00010000000000000002 clips/s: 432.348 loss: 0.0160 (0.0261) acc1: 100.0000 (99.1803) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [49] [ 70/702] eta: 0:00:29 lr: 0.00010000000000000002 clips/s: 436.475 loss: 0.0230 (0.0269) acc1: 100.0000 (99.1952) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [ 80/702] eta: 0:00:27 lr: 0.00010000000000000002 clips/s: 443.185 loss: 0.0173 (0.0268) acc1: 100.0000 (99.2063) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [49] [ 90/702] eta: 0:00:26 lr: 0.00010000000000000002 clips/s: 439.822 loss: 0.0119 (0.0263) acc1: 100.0000 (99.2151) acc5: 100.0000 (100.0000) time: 0.0323 data: 0.0001 max mem: 1119 Epoch: [49] [100/702] eta: 0:00:25 lr: 0.00010000000000000002 clips/s: 426.449 loss: 0.0116 (0.0253) acc1: 100.0000 (99.2928) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [110/702] eta: 0:00:24 lr: 0.00010000000000000002 clips/s: 437.372 loss: 0.0044 (0.0253) acc1: 100.0000 (99.2921) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [120/702] eta: 0:00:23 lr: 0.00010000000000000002 clips/s: 435.410 loss: 0.0074 (0.0249) acc1: 100.0000 (99.3506) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [130/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 432.358 loss: 0.0089 (0.0256) acc1: 100.0000 (99.3457) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [140/702] eta: 0:00:22 lr: 0.00010000000000000002 clips/s: 435.332 loss: 0.0093 (0.0274) acc1: 100.0000 (99.2908) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [150/702] eta: 0:00:21 lr: 0.00010000000000000002 clips/s: 437.861 loss: 0.0058 (0.0262) acc1: 100.0000 (99.3377) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [160/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 440.988 loss: 0.0078 (0.0276) acc1: 100.0000 (99.2902) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [170/702] eta: 0:00:20 lr: 0.00010000000000000002 clips/s: 440.347 loss: 0.0258 (0.0278) acc1: 100.0000 (99.2481) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [180/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 439.125 loss: 0.0092 (0.0270) acc1: 100.0000 (99.2897) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [190/702] eta: 0:00:19 lr: 0.00010000000000000002 clips/s: 439.974 loss: 0.0037 (0.0269) acc1: 100.0000 (99.2895) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [200/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 438.316 loss: 0.0058 (0.0268) acc1: 100.0000 (99.2893) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [210/702] eta: 0:00:18 lr: 0.00010000000000000002 clips/s: 435.420 loss: 0.0080 (0.0263) acc1: 100.0000 (99.3230) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [220/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 435.039 loss: 0.0073 (0.0258) acc1: 100.0000 (99.3213) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [230/702] eta: 0:00:17 lr: 0.00010000000000000002 clips/s: 435.520 loss: 0.0064 (0.0255) acc1: 100.0000 (99.3506) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [240/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 432.520 loss: 0.0091 (0.0255) acc1: 100.0000 (99.3776) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [250/702] eta: 0:00:16 lr: 0.00010000000000000002 clips/s: 434.566 loss: 0.0221 (0.0253) acc1: 100.0000 (99.4024) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [260/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 439.836 loss: 0.0081 (0.0255) acc1: 100.0000 (99.3979) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [270/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 436.222 loss: 0.0091 (0.0255) acc1: 100.0000 (99.3938) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [280/702] eta: 0:00:15 lr: 0.00010000000000000002 clips/s: 437.884 loss: 0.0087 (0.0254) acc1: 100.0000 (99.3899) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [290/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 434.049 loss: 0.0076 (0.0254) acc1: 100.0000 (99.4109) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [300/702] eta: 0:00:14 lr: 0.00010000000000000002 clips/s: 435.452 loss: 0.0077 (0.0254) acc1: 100.0000 (99.4067) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [310/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 434.476 loss: 0.0153 (0.0264) acc1: 100.0000 (99.3799) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [320/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 439.161 loss: 0.0055 (0.0258) acc1: 100.0000 (99.3992) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [330/702] eta: 0:00:13 lr: 0.00010000000000000002 clips/s: 440.241 loss: 0.0035 (0.0258) acc1: 100.0000 (99.3958) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [340/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 439.385 loss: 0.0046 (0.0255) acc1: 100.0000 (99.3925) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [350/702] eta: 0:00:12 lr: 0.00010000000000000002 clips/s: 439.211 loss: 0.0046 (0.0253) acc1: 100.0000 (99.3895) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [360/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 439.017 loss: 0.0072 (0.0254) acc1: 100.0000 (99.3866) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [370/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 437.740 loss: 0.0072 (0.0254) acc1: 100.0000 (99.3647) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [380/702] eta: 0:00:11 lr: 0.00010000000000000002 clips/s: 435.168 loss: 0.0084 (0.0253) acc1: 100.0000 (99.3626) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [390/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 433.635 loss: 0.0084 (0.0256) acc1: 100.0000 (99.3241) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [400/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 435.165 loss: 0.0056 (0.0254) acc1: 100.0000 (99.3409) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [410/702] eta: 0:00:10 lr: 0.00010000000000000002 clips/s: 436.881 loss: 0.0025 (0.0253) acc1: 100.0000 (99.3222) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [420/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 441.181 loss: 0.0100 (0.0257) acc1: 100.0000 (99.2874) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [430/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 440.083 loss: 0.0139 (0.0256) acc1: 100.0000 (99.2874) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [440/702] eta: 0:00:09 lr: 0.00010000000000000002 clips/s: 440.060 loss: 0.0145 (0.0254) acc1: 100.0000 (99.3035) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [450/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 439.809 loss: 0.0145 (0.0253) acc1: 100.0000 (99.3190) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [460/702] eta: 0:00:08 lr: 0.00010000000000000002 clips/s: 439.625 loss: 0.0139 (0.0254) acc1: 100.0000 (99.3183) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [470/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 436.806 loss: 0.0060 (0.0250) acc1: 100.0000 (99.3327) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [480/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 435.268 loss: 0.0058 (0.0248) acc1: 100.0000 (99.3466) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [490/702] eta: 0:00:07 lr: 0.00010000000000000002 clips/s: 435.194 loss: 0.0037 (0.0245) acc1: 100.0000 (99.3599) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [500/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 435.216 loss: 0.0037 (0.0247) acc1: 100.0000 (99.3584) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [510/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 439.138 loss: 0.0069 (0.0253) acc1: 100.0000 (99.3151) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [520/702] eta: 0:00:06 lr: 0.00010000000000000002 clips/s: 440.182 loss: 0.0143 (0.0254) acc1: 100.0000 (99.3008) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [530/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 439.836 loss: 0.0267 (0.0274) acc1: 100.0000 (99.2063) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [540/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 436.942 loss: 0.0229 (0.0273) acc1: 100.0000 (99.2078) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [550/702] eta: 0:00:05 lr: 0.00010000000000000002 clips/s: 439.299 loss: 0.0115 (0.0272) acc1: 100.0000 (99.2222) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [560/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 435.801 loss: 0.0129 (0.0269) acc1: 100.0000 (99.2361) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [570/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 433.863 loss: 0.0094 (0.0271) acc1: 100.0000 (99.2244) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [580/702] eta: 0:00:04 lr: 0.00010000000000000002 clips/s: 434.293 loss: 0.0066 (0.0269) acc1: 100.0000 (99.2378) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [590/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 435.036 loss: 0.0088 (0.0269) acc1: 100.0000 (99.2265) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [600/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 440.410 loss: 0.0124 (0.0272) acc1: 100.0000 (99.2037) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [610/702] eta: 0:00:03 lr: 0.00010000000000000002 clips/s: 439.316 loss: 0.0124 (0.0273) acc1: 100.0000 (99.2050) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [620/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 439.566 loss: 0.0030 (0.0270) acc1: 100.0000 (99.2179) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [630/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 438.633 loss: 0.0035 (0.0270) acc1: 100.0000 (99.2302) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [640/702] eta: 0:00:02 lr: 0.00010000000000000002 clips/s: 436.309 loss: 0.0055 (0.0270) acc1: 100.0000 (99.2200) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [650/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 434.762 loss: 0.0081 (0.0272) acc1: 100.0000 (99.2100) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [660/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 432.980 loss: 0.0096 (0.0277) acc1: 100.0000 (99.1787) acc5: 100.0000 (100.0000) time: 0.0322 data: 0.0001 max mem: 1119 Epoch: [49] [670/702] eta: 0:00:01 lr: 0.00010000000000000002 clips/s: 436.160 loss: 0.0116 (0.0275) acc1: 100.0000 (99.1910) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [680/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 438.623 loss: 0.0086 (0.0275) acc1: 100.0000 (99.1924) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [690/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 441.453 loss: 0.0090 (0.0275) acc1: 100.0000 (99.1937) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] [700/702] eta: 0:00:00 lr: 0.00010000000000000002 clips/s: 441.346 loss: 0.0150 (0.0282) acc1: 100.0000 (99.1543) acc5: 100.0000 (100.0000) time: 0.0321 data: 0.0001 max mem: 1119 Epoch: [49] Total time: 0:00:23 Test: [ 0/806] eta: 0:13:41 loss: 2.8057 (2.8057) acc1: 64.2857 (64.2857) acc5: 78.5714 (78.5714) time: 1.0193 data: 1.0015 max mem: 1119 Test: [100/806] eta: 0:00:15 loss: 0.9940 (4.3932) acc1: 64.2857 (49.0806) acc5: 100.0000 (76.3791) time: 0.0123 data: 0.0001 max mem: 1119 Test: [200/806] eta: 0:00:10 loss: 2.8311 (5.0627) acc1: 35.7143 (42.5018) acc5: 92.8571 (72.6724) time: 0.0124 data: 0.0001 max mem: 1119 Test: [300/806] eta: 0:00:07 loss: 2.1993 (4.7156) acc1: 57.1429 (43.4267) acc5: 85.7143 (74.8932) time: 0.0123 data: 0.0001 max mem: 1119 Test: [400/806] eta: 0:00:06 loss: 1.1341 (4.4564) acc1: 71.4286 (44.9947) acc5: 100.0000 (76.3270) time: 0.0123 data: 0.0001 max mem: 1119 Test: [500/806] eta: 0:00:04 loss: 2.1039 (4.3675) acc1: 57.1429 (45.2238) acc5: 92.8571 (76.7893) time: 0.0125 data: 0.0001 max mem: 1119 Test: [600/806] eta: 0:00:02 loss: 1.7993 (4.3002) acc1: 50.0000 (45.6145) acc5: 92.8571 (77.2879) time: 0.0123 data: 0.0001 max mem: 1119 Test: [700/806] eta: 0:00:01 loss: 4.7012 (4.2928) acc1: 42.8571 (45.5879) acc5: 78.5714 (77.2570) time: 0.0123 data: 0.0001 max mem: 1119 Test: [800/806] eta: 0:00:00 loss: 2.6513 (4.2955) acc1: 57.1429 (46.0496) acc5: 92.8571 (77.3765) time: 0.0122 data: 0.0001 max mem: 1119 Test: Total time: 0:00:11 * Clip Acc@1 46.012 Clip Acc@5 77.322 * Video Acc@1 0.663300 * Class Acc@1 [0.2, 0.4666666666666667, 0.0, 0.26666666666666666, 0.14285714285714285, 0.35714285714285715, 0.7857142857142857, 1.0, 0.26666666666666666, 1.0, 1.0, 1.0, 1.0, 0.9333333333333333, 0.6, 0.9333333333333333, 0.4, 0.8666666666666667, 1.0, 1.0] Training time 0:29:16 Accuracy 0.7037037037037037