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nextvit_large_in1k_384.log
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Epoch: [0] [ 0/1251] eta: 7:30:41 lr: 0.000010 loss: 3.7457 (3.7457) time: 21.6157 data: 5.0744 max mem: 44082
Epoch: [0] [ 10/1251] eta: 0:56:20 lr: 0.000010 loss: 3.2004 (2.9971) time: 2.7244 data: 0.4616 max mem: 44082
Epoch: [0] [ 20/1251] eta: 0:37:08 lr: 0.000010 loss: 3.0989 (3.0216) time: 0.8200 data: 0.0003 max mem: 44082
Epoch: [0] [ 30/1251] eta: 0:30:14 lr: 0.000010 loss: 3.0818 (2.9907) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [0] [ 40/1251] eta: 0:26:37 lr: 0.000010 loss: 2.8839 (2.9221) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [0] [ 50/1251] eta: 0:24:22 lr: 0.000010 loss: 2.9008 (2.9188) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [0] [ 60/1251] eta: 0:22:48 lr: 0.000010 loss: 2.9008 (2.8832) time: 0.8008 data: 0.0003 max mem: 44082
Epoch: [0] [ 70/1251] eta: 0:21:39 lr: 0.000010 loss: 2.9199 (2.8683) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [0] [ 80/1251] eta: 0:20:45 lr: 0.000010 loss: 2.8681 (2.8402) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [0] [ 90/1251] eta: 0:20:01 lr: 0.000010 loss: 2.9315 (2.8511) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [0] [ 100/1251] eta: 0:19:24 lr: 0.000010 loss: 2.8817 (2.8334) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [0] [ 110/1251] eta: 0:18:52 lr: 0.000010 loss: 2.8422 (2.8330) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [0] [ 120/1251] eta: 0:18:24 lr: 0.000010 loss: 2.8069 (2.8179) time: 0.7980 data: 0.0003 max mem: 44082
Epoch: [0] [ 130/1251] eta: 0:17:59 lr: 0.000010 loss: 2.6929 (2.8067) time: 0.7979 data: 0.0003 max mem: 44082
Epoch: [0] [ 140/1251] eta: 0:17:37 lr: 0.000010 loss: 2.8140 (2.8054) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [0] [ 150/1251] eta: 0:17:16 lr: 0.000010 loss: 2.8589 (2.7983) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [0] [ 160/1251] eta: 0:16:57 lr: 0.000010 loss: 2.7718 (2.7931) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [0] [ 170/1251] eta: 0:16:40 lr: 0.000010 loss: 2.7052 (2.7794) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [0] [ 180/1251] eta: 0:16:24 lr: 0.000010 loss: 2.7052 (2.7737) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [0] [ 190/1251] eta: 0:16:08 lr: 0.000010 loss: 2.6793 (2.7589) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [0] [ 200/1251] eta: 0:15:53 lr: 0.000010 loss: 2.7828 (2.7619) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [0] [ 210/1251] eta: 0:15:39 lr: 0.000010 loss: 2.8620 (2.7551) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [0] [ 220/1251] eta: 0:15:25 lr: 0.000010 loss: 2.7016 (2.7468) time: 0.7996 data: 0.0003 max mem: 44082
Epoch: [0] [ 230/1251] eta: 0:15:12 lr: 0.000010 loss: 2.7051 (2.7462) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [0] [ 240/1251] eta: 0:14:59 lr: 0.000010 loss: 2.7042 (2.7352) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [0] [ 250/1251] eta: 0:14:47 lr: 0.000010 loss: 2.5974 (2.7337) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [0] [ 260/1251] eta: 0:14:35 lr: 0.000010 loss: 2.6753 (2.7241) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [0] [ 270/1251] eta: 0:14:23 lr: 0.000010 loss: 2.4784 (2.7177) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [0] [ 280/1251] eta: 0:14:12 lr: 0.000010 loss: 2.6393 (2.7210) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [0] [ 290/1251] eta: 0:14:01 lr: 0.000010 loss: 2.6762 (2.7154) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [0] [ 300/1251] eta: 0:13:50 lr: 0.000010 loss: 2.5045 (2.7122) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [0] [ 310/1251] eta: 0:13:39 lr: 0.000010 loss: 2.7345 (2.7150) time: 0.8028 data: 0.0015 max mem: 44082
Epoch: [0] [ 320/1251] eta: 0:13:28 lr: 0.000010 loss: 2.7788 (2.7145) time: 0.7990 data: 0.0015 max mem: 44082
Epoch: [0] [ 330/1251] eta: 0:13:18 lr: 0.000010 loss: 2.6744 (2.7042) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [0] [ 340/1251] eta: 0:13:07 lr: 0.000010 loss: 2.8358 (2.7109) time: 0.8029 data: 0.0003 max mem: 44082
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Epoch: [0] [ 360/1251] eta: 0:12:47 lr: 0.000010 loss: 2.8098 (2.7111) time: 0.8018 data: 0.0003 max mem: 44082
Epoch: [0] [ 370/1251] eta: 0:12:37 lr: 0.000010 loss: 2.8828 (2.7126) time: 0.8001 data: 0.0003 max mem: 44082
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Epoch: [0] [ 420/1251] eta: 0:11:48 lr: 0.000010 loss: 2.8184 (2.7068) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [0] [ 430/1251] eta: 0:11:39 lr: 0.000010 loss: 2.8184 (2.7080) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [0] [ 440/1251] eta: 0:11:29 lr: 0.000010 loss: 2.8427 (2.7093) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [0] [ 450/1251] eta: 0:11:20 lr: 0.000010 loss: 2.7994 (2.7066) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [0] [ 460/1251] eta: 0:11:11 lr: 0.000010 loss: 2.5707 (2.7014) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [0] [ 470/1251] eta: 0:11:02 lr: 0.000010 loss: 2.7696 (2.7022) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [0] [ 480/1251] eta: 0:10:53 lr: 0.000010 loss: 2.8239 (2.7038) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [0] [ 490/1251] eta: 0:10:43 lr: 0.000010 loss: 2.8393 (2.7049) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [0] [ 500/1251] eta: 0:10:34 lr: 0.000010 loss: 2.7752 (2.7072) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [0] [ 510/1251] eta: 0:10:25 lr: 0.000010 loss: 2.7624 (2.7072) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [0] [ 520/1251] eta: 0:10:16 lr: 0.000010 loss: 2.6103 (2.7030) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [0] [ 530/1251] eta: 0:10:07 lr: 0.000010 loss: 2.5577 (2.6978) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [0] [ 540/1251] eta: 0:09:59 lr: 0.000010 loss: 2.7596 (2.7010) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [0] [ 550/1251] eta: 0:09:50 lr: 0.000010 loss: 2.4687 (2.6938) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [0] [ 560/1251] eta: 0:09:41 lr: 0.000010 loss: 2.4421 (2.6937) time: 0.8110 data: 0.0003 max mem: 44082
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Epoch: [0] [ 590/1251] eta: 0:09:14 lr: 0.000010 loss: 2.5290 (2.6907) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [0] [ 600/1251] eta: 0:09:06 lr: 0.000010 loss: 2.7388 (2.6888) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [0] [ 610/1251] eta: 0:08:57 lr: 0.000010 loss: 2.7388 (2.6887) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [0] [ 620/1251] eta: 0:08:48 lr: 0.000010 loss: 2.8019 (2.6891) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [0] [ 630/1251] eta: 0:08:39 lr: 0.000010 loss: 2.8300 (2.6905) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [0] [ 640/1251] eta: 0:08:31 lr: 0.000010 loss: 2.8300 (2.6900) time: 0.8109 data: 0.0003 max mem: 44082
Epoch: [0] [ 650/1251] eta: 0:08:22 lr: 0.000010 loss: 2.6716 (2.6889) time: 0.8100 data: 0.0003 max mem: 44082
Epoch: [0] [ 660/1251] eta: 0:08:14 lr: 0.000010 loss: 2.6716 (2.6884) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [0] [ 670/1251] eta: 0:08:05 lr: 0.000010 loss: 2.6647 (2.6841) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [0] [ 680/1251] eta: 0:07:56 lr: 0.000010 loss: 2.2544 (2.6812) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [0] [ 690/1251] eta: 0:07:48 lr: 0.000010 loss: 2.6240 (2.6810) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [0] [ 700/1251] eta: 0:07:39 lr: 0.000010 loss: 2.5936 (2.6784) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [0] [ 710/1251] eta: 0:07:31 lr: 0.000010 loss: 2.5936 (2.6773) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [0] [ 720/1251] eta: 0:07:22 lr: 0.000010 loss: 2.7547 (2.6793) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [0] [ 730/1251] eta: 0:07:14 lr: 0.000010 loss: 2.9388 (2.6822) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [0] [ 740/1251] eta: 0:07:05 lr: 0.000010 loss: 2.8606 (2.6811) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [0] [ 750/1251] eta: 0:06:56 lr: 0.000010 loss: 2.8252 (2.6793) time: 0.7989 data: 0.0003 max mem: 44082
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Epoch: [0] [ 770/1251] eta: 0:06:39 lr: 0.000010 loss: 2.8123 (2.6799) time: 0.8024 data: 0.0003 max mem: 44082
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Epoch: [0] [ 790/1251] eta: 0:06:22 lr: 0.000010 loss: 2.7741 (2.6814) time: 0.8015 data: 0.0003 max mem: 44082
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Epoch: [0] [ 850/1251] eta: 0:05:32 lr: 0.000010 loss: 2.4830 (2.6770) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [0] [ 860/1251] eta: 0:05:23 lr: 0.000010 loss: 2.7219 (2.6777) time: 0.7984 data: 0.0003 max mem: 44082
Epoch: [0] [ 870/1251] eta: 0:05:15 lr: 0.000010 loss: 2.7290 (2.6774) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [0] [ 880/1251] eta: 0:05:07 lr: 0.000010 loss: 2.6383 (2.6752) time: 0.7992 data: 0.0003 max mem: 44082
Epoch: [0] [ 890/1251] eta: 0:04:58 lr: 0.000010 loss: 2.5756 (2.6738) time: 0.7999 data: 0.0003 max mem: 44082
Epoch: [0] [ 900/1251] eta: 0:04:50 lr: 0.000010 loss: 2.7223 (2.6735) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [0] [ 910/1251] eta: 0:04:41 lr: 0.000010 loss: 2.8191 (2.6740) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [0] [ 920/1251] eta: 0:04:33 lr: 0.000010 loss: 2.7004 (2.6725) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [0] [ 930/1251] eta: 0:04:25 lr: 0.000010 loss: 2.5931 (2.6721) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [0] [ 940/1251] eta: 0:04:16 lr: 0.000010 loss: 2.6284 (2.6707) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [0] [ 950/1251] eta: 0:04:08 lr: 0.000010 loss: 2.6284 (2.6723) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [0] [ 960/1251] eta: 0:04:00 lr: 0.000010 loss: 2.7828 (2.6723) time: 0.7995 data: 0.0003 max mem: 44082
Epoch: [0] [ 970/1251] eta: 0:03:51 lr: 0.000010 loss: 2.6795 (2.6707) time: 0.7996 data: 0.0003 max mem: 44082
Epoch: [0] [ 980/1251] eta: 0:03:43 lr: 0.000010 loss: 2.7895 (2.6725) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [0] [ 990/1251] eta: 0:03:35 lr: 0.000010 loss: 2.7895 (2.6705) time: 0.7992 data: 0.0003 max mem: 44082
Epoch: [0] [1000/1251] eta: 0:03:26 lr: 0.000010 loss: 2.6050 (2.6697) time: 0.7971 data: 0.0003 max mem: 44082
Epoch: [0] [1010/1251] eta: 0:03:18 lr: 0.000010 loss: 2.7708 (2.6697) time: 0.7968 data: 0.0003 max mem: 44082
Epoch: [0] [1020/1251] eta: 0:03:10 lr: 0.000010 loss: 2.7881 (2.6706) time: 0.7999 data: 0.0003 max mem: 44082
Epoch: [0] [1030/1251] eta: 0:03:02 lr: 0.000010 loss: 2.6999 (2.6698) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [0] [1040/1251] eta: 0:02:53 lr: 0.000010 loss: 2.6380 (2.6703) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [0] [1050/1251] eta: 0:02:45 lr: 0.000010 loss: 2.8401 (2.6715) time: 0.7996 data: 0.0003 max mem: 44082
Epoch: [0] [1060/1251] eta: 0:02:37 lr: 0.000010 loss: 2.7434 (2.6712) time: 0.7983 data: 0.0003 max mem: 44082
Epoch: [0] [1070/1251] eta: 0:02:28 lr: 0.000010 loss: 2.6123 (2.6692) time: 0.7991 data: 0.0003 max mem: 44082
Epoch: [0] [1080/1251] eta: 0:02:20 lr: 0.000010 loss: 2.6476 (2.6687) time: 0.7981 data: 0.0003 max mem: 44082
Epoch: [0] [1090/1251] eta: 0:02:12 lr: 0.000010 loss: 2.7867 (2.6700) time: 0.8014 data: 0.0003 max mem: 44082
Epoch: [0] [1100/1251] eta: 0:02:04 lr: 0.000010 loss: 2.8350 (2.6704) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [0] [1110/1251] eta: 0:01:55 lr: 0.000010 loss: 2.7195 (2.6684) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [0] [1120/1251] eta: 0:01:47 lr: 0.000010 loss: 2.7165 (2.6689) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [0] [1130/1251] eta: 0:01:39 lr: 0.000010 loss: 2.7245 (2.6684) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [0] [1140/1251] eta: 0:01:31 lr: 0.000010 loss: 2.6983 (2.6692) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [0] [1150/1251] eta: 0:01:22 lr: 0.000010 loss: 2.7466 (2.6711) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [0] [1160/1251] eta: 0:01:14 lr: 0.000010 loss: 2.8556 (2.6725) time: 0.7984 data: 0.0003 max mem: 44082
Epoch: [0] [1170/1251] eta: 0:01:06 lr: 0.000010 loss: 2.7844 (2.6727) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [0] [1180/1251] eta: 0:00:58 lr: 0.000010 loss: 2.7893 (2.6729) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [0] [1190/1251] eta: 0:00:50 lr: 0.000010 loss: 2.6664 (2.6702) time: 0.7975 data: 0.0003 max mem: 44082
Epoch: [0] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.6273 (2.6698) time: 0.7981 data: 0.0003 max mem: 44082
Epoch: [0] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.6939 (2.6689) time: 0.7991 data: 0.0003 max mem: 44082
Epoch: [0] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.8082 (2.6700) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [0] [1230/1251] eta: 0:00:17 lr: 0.000010 loss: 2.7264 (2.6675) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [0] [1240/1251] eta: 0:00:09 lr: 0.000010 loss: 2.6551 (2.6671) time: 0.7900 data: 0.0009 max mem: 44082
Epoch: [0] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.6902 (2.6663) time: 0.7801 data: 0.0008 max mem: 44082
Epoch: [0] Total time: 0:17:05 (0.8199 s / it)
Averaged stats: lr: 0.000010 loss: 2.6902 (2.6613)
Test: [ 0/25] eta: 0:06:43 loss: 0.5809 (0.5809) acc1: 92.0000 (92.0000) acc5: 98.8000 (98.8000) time: 16.1296 data: 9.4386 max mem: 44082
Test: [10/25] eta: 0:00:28 loss: 0.7339 (0.7286) acc1: 87.2000 (87.4182) acc5: 98.0000 (98.0727) time: 1.8864 data: 0.8583 max mem: 44082
Test: [20/25] eta: 0:00:06 loss: 0.8710 (0.8446) acc1: 82.4000 (84.4191) acc5: 96.8000 (97.1619) time: 0.4598 data: 0.0002 max mem: 44082
Test: [24/25] eta: 0:00:01 loss: 0.9162 (0.8560) acc1: 81.6000 (83.9840) acc5: 96.8000 (97.1680) time: 0.4596 data: 0.0001 max mem: 44082
Test: Total time: 0:00:27 (1.0954 s / it)
* Acc@1 84.318 Acc@5 97.046 loss 0.847
Accuracy of the network on the 50000 test images: 84.3%
Max accuracy: 84.32%
Epoch: [1] [ 0/1251] eta: 1:56:37 lr: 0.000010 loss: 2.5283 (2.5283) time: 5.5938 data: 4.2921 max mem: 44082
Epoch: [1] [ 10/1251] eta: 0:25:35 lr: 0.000010 loss: 2.6013 (2.6245) time: 1.2375 data: 0.3905 max mem: 44082
Epoch: [1] [ 20/1251] eta: 0:21:11 lr: 0.000010 loss: 2.6013 (2.5831) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [1] [ 30/1251] eta: 0:19:33 lr: 0.000010 loss: 2.6922 (2.6280) time: 0.8094 data: 0.0003 max mem: 44082
Epoch: [1] [ 40/1251] eta: 0:18:38 lr: 0.000010 loss: 2.6670 (2.5961) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [1] [ 50/1251] eta: 0:18:01 lr: 0.000010 loss: 2.5937 (2.5801) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [1] [ 60/1251] eta: 0:17:34 lr: 0.000010 loss: 2.6350 (2.5634) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [1] [ 70/1251] eta: 0:17:12 lr: 0.000010 loss: 2.4453 (2.5467) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [1] [ 80/1251] eta: 0:16:54 lr: 0.000010 loss: 2.5587 (2.5713) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [1] [ 90/1251] eta: 0:16:38 lr: 0.000010 loss: 2.8783 (2.5972) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [1] [ 100/1251] eta: 0:16:23 lr: 0.000010 loss: 2.8905 (2.6164) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [1] [ 110/1251] eta: 0:16:10 lr: 0.000010 loss: 2.7980 (2.6240) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [1] [ 120/1251] eta: 0:15:57 lr: 0.000010 loss: 2.7345 (2.6247) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [1] [ 130/1251] eta: 0:15:45 lr: 0.000010 loss: 2.6052 (2.6182) time: 0.8068 data: 0.0003 max mem: 44082
Epoch: [1] [ 140/1251] eta: 0:15:34 lr: 0.000010 loss: 2.6529 (2.6212) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [ 150/1251] eta: 0:15:22 lr: 0.000010 loss: 2.7446 (2.6147) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [1] [ 160/1251] eta: 0:15:12 lr: 0.000010 loss: 2.7175 (2.6248) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [ 170/1251] eta: 0:15:01 lr: 0.000010 loss: 2.9066 (2.6444) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [1] [ 180/1251] eta: 0:14:51 lr: 0.000010 loss: 2.8900 (2.6505) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [1] [ 190/1251] eta: 0:14:41 lr: 0.000010 loss: 2.8569 (2.6576) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [1] [ 200/1251] eta: 0:14:32 lr: 0.000010 loss: 2.7838 (2.6451) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [1] [ 210/1251] eta: 0:14:23 lr: 0.000010 loss: 2.2128 (2.6323) time: 0.8089 data: 0.0003 max mem: 44082
Epoch: [1] [ 220/1251] eta: 0:14:13 lr: 0.000010 loss: 2.5378 (2.6324) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [1] [ 230/1251] eta: 0:14:04 lr: 0.000010 loss: 2.8035 (2.6389) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [ 240/1251] eta: 0:13:55 lr: 0.000010 loss: 2.8035 (2.6400) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [1] [ 250/1251] eta: 0:13:45 lr: 0.000010 loss: 2.8004 (2.6436) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [ 260/1251] eta: 0:13:36 lr: 0.000010 loss: 2.8004 (2.6442) time: 0.7973 data: 0.0003 max mem: 44082
Epoch: [1] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.7290 (2.6484) time: 0.7977 data: 0.0003 max mem: 44082
Epoch: [1] [ 280/1251] eta: 0:13:18 lr: 0.000010 loss: 2.7423 (2.6507) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [1] [ 290/1251] eta: 0:13:09 lr: 0.000010 loss: 2.6588 (2.6428) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [1] [ 300/1251] eta: 0:13:00 lr: 0.000010 loss: 2.5498 (2.6435) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [1] [ 310/1251] eta: 0:12:51 lr: 0.000010 loss: 2.7298 (2.6414) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [1] [ 320/1251] eta: 0:12:43 lr: 0.000010 loss: 2.5892 (2.6384) time: 0.8094 data: 0.0003 max mem: 44082
Epoch: [1] [ 330/1251] eta: 0:12:34 lr: 0.000010 loss: 2.7225 (2.6394) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [1] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.7264 (2.6376) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [1] [ 350/1251] eta: 0:12:17 lr: 0.000010 loss: 2.7078 (2.6370) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [1] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.6480 (2.6353) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [1] [ 370/1251] eta: 0:12:00 lr: 0.000010 loss: 2.4853 (2.6276) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [1] [ 380/1251] eta: 0:11:52 lr: 0.000010 loss: 2.5008 (2.6296) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [1] [ 390/1251] eta: 0:11:44 lr: 0.000010 loss: 2.7323 (2.6306) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [1] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.7323 (2.6306) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [1] [ 410/1251] eta: 0:11:27 lr: 0.000010 loss: 2.6755 (2.6321) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [ 420/1251] eta: 0:11:18 lr: 0.000010 loss: 2.6171 (2.6301) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [1] [ 430/1251] eta: 0:11:10 lr: 0.000010 loss: 2.5902 (2.6291) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [1] [ 440/1251] eta: 0:11:02 lr: 0.000010 loss: 2.5950 (2.6288) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [1] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.6550 (2.6284) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [1] [ 460/1251] eta: 0:10:45 lr: 0.000010 loss: 2.6921 (2.6269) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [1] [ 470/1251] eta: 0:10:36 lr: 0.000010 loss: 2.6912 (2.6221) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [1] [ 480/1251] eta: 0:10:28 lr: 0.000010 loss: 2.6719 (2.6216) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [1] [ 490/1251] eta: 0:10:20 lr: 0.000010 loss: 2.6719 (2.6237) time: 0.7997 data: 0.0003 max mem: 44082
Epoch: [1] [ 500/1251] eta: 0:10:11 lr: 0.000010 loss: 2.8098 (2.6239) time: 0.8002 data: 0.0003 max mem: 44082
Epoch: [1] [ 510/1251] eta: 0:10:03 lr: 0.000010 loss: 2.7805 (2.6255) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [1] [ 520/1251] eta: 0:09:55 lr: 0.000010 loss: 2.8190 (2.6298) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [1] [ 530/1251] eta: 0:09:46 lr: 0.000010 loss: 2.8586 (2.6328) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [1] [ 540/1251] eta: 0:09:38 lr: 0.000010 loss: 2.7489 (2.6333) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [1] [ 550/1251] eta: 0:09:30 lr: 0.000010 loss: 2.6098 (2.6320) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [ 560/1251] eta: 0:09:22 lr: 0.000010 loss: 2.6098 (2.6320) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [1] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.6842 (2.6322) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [1] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.7210 (2.6308) time: 0.8075 data: 0.0003 max mem: 44082
Epoch: [1] [ 590/1251] eta: 0:08:57 lr: 0.000010 loss: 2.7378 (2.6283) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [1] [ 600/1251] eta: 0:08:49 lr: 0.000010 loss: 2.6415 (2.6269) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [1] [ 610/1251] eta: 0:08:41 lr: 0.000010 loss: 2.7049 (2.6273) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [1] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.8062 (2.6302) time: 0.8068 data: 0.0003 max mem: 44082
Epoch: [1] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.8030 (2.6286) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [1] [ 640/1251] eta: 0:08:16 lr: 0.000010 loss: 2.7414 (2.6298) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [1] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.7419 (2.6286) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [1] [ 660/1251] eta: 0:07:59 lr: 0.000010 loss: 2.6778 (2.6279) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [1] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.6390 (2.6286) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [1] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.7673 (2.6313) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [1] [ 690/1251] eta: 0:07:35 lr: 0.000010 loss: 2.7545 (2.6288) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [1] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.7149 (2.6306) time: 0.8011 data: 0.0003 max mem: 44082
Epoch: [1] [ 710/1251] eta: 0:07:18 lr: 0.000010 loss: 2.7684 (2.6313) time: 0.8011 data: 0.0003 max mem: 44082
Epoch: [1] [ 720/1251] eta: 0:07:10 lr: 0.000010 loss: 2.8983 (2.6327) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.8480 (2.6326) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.8032 (2.6335) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.7957 (2.6338) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [1] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.7185 (2.6352) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [1] [ 770/1251] eta: 0:06:30 lr: 0.000010 loss: 2.6852 (2.6352) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [1] [ 780/1251] eta: 0:06:21 lr: 0.000010 loss: 2.5212 (2.6314) time: 0.8004 data: 0.0003 max mem: 44082
Epoch: [1] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.6032 (2.6327) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.7101 (2.6313) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [1] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.5605 (2.6318) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [1] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.6671 (2.6298) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [1] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.7463 (2.6327) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [1] [ 840/1251] eta: 0:05:33 lr: 0.000010 loss: 2.8248 (2.6336) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [ 850/1251] eta: 0:05:24 lr: 0.000010 loss: 2.7094 (2.6327) time: 0.7992 data: 0.0003 max mem: 44082
Epoch: [1] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.6190 (2.6312) time: 0.7978 data: 0.0003 max mem: 44082
Epoch: [1] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.6310 (2.6316) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [1] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.7310 (2.6308) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [1] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.7050 (2.6306) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [1] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.6882 (2.6303) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [1] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.6882 (2.6296) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [1] [ 920/1251] eta: 0:04:27 lr: 0.000010 loss: 2.6493 (2.6289) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [1] [ 930/1251] eta: 0:04:19 lr: 0.000010 loss: 2.6319 (2.6285) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [1] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.6274 (2.6280) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [1] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.5890 (2.6275) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [1] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.5651 (2.6259) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [1] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.7813 (2.6289) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [1] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.8527 (2.6291) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [1] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.7642 (2.6304) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [1] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.7642 (2.6292) time: 0.7992 data: 0.0003 max mem: 44082
Epoch: [1] [1010/1251] eta: 0:03:14 lr: 0.000010 loss: 2.5564 (2.6275) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [1] [1020/1251] eta: 0:03:06 lr: 0.000010 loss: 2.5639 (2.6275) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [1] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.7100 (2.6282) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.7700 (2.6295) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [1] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6872 (2.6283) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.5537 (2.6276) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [1] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.6304 (2.6265) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [1] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.7212 (2.6267) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [1] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.7212 (2.6269) time: 0.7983 data: 0.0003 max mem: 44082
Epoch: [1] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.7095 (2.6277) time: 0.8014 data: 0.0003 max mem: 44082
Epoch: [1] [1110/1251] eta: 0:01:53 lr: 0.000010 loss: 2.8376 (2.6285) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [1] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.8167 (2.6291) time: 0.7998 data: 0.0003 max mem: 44082
Epoch: [1] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.8167 (2.6305) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.7737 (2.6298) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [1] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.6942 (2.6298) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [1] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.7272 (2.6303) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [1] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.7731 (2.6312) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [1] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.8079 (2.6314) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [1] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.5333 (2.6301) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [1] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.5333 (2.6303) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [1] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.6051 (2.6293) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.6051 (2.6305) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [1] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.8321 (2.6320) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [1] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.7880 (2.6320) time: 0.7958 data: 0.0009 max mem: 44082
Epoch: [1] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.7880 (2.6332) time: 0.7833 data: 0.0008 max mem: 44082
Epoch: [1] Total time: 0:16:50 (0.8081 s / it)
Averaged stats: lr: 0.000010 loss: 2.7880 (2.6243)
Test: [ 0/25] eta: 0:02:49 loss: 0.6533 (0.6533) acc1: 91.6000 (91.6000) acc5: 98.8000 (98.8000) time: 6.7885 data: 6.2433 max mem: 44082
Test: [10/25] eta: 0:00:17 loss: 0.8065 (0.8012) acc1: 87.2000 (87.1273) acc5: 98.0000 (98.0364) time: 1.1593 data: 0.6917 max mem: 44082
Test: [20/25] eta: 0:00:04 loss: 0.9381 (0.9102) acc1: 82.4000 (84.2095) acc5: 97.2000 (97.0667) time: 0.5296 data: 0.0683 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9730 (0.9209) acc1: 82.0000 (83.7600) acc5: 97.2000 (97.1200) time: 0.4607 data: 0.0002 max mem: 44082
Test: Total time: 0:00:19 (0.7776 s / it)
* Acc@1 84.310 Acc@5 97.064 loss 0.912
Accuracy of the network on the 50000 test images: 84.3%
Max accuracy: 84.32%
Epoch: [2] [ 0/1251] eta: 1:47:01 lr: 0.000010 loss: 2.9553 (2.9553) time: 5.1334 data: 2.7928 max mem: 44082
Epoch: [2] [ 10/1251] eta: 0:25:04 lr: 0.000010 loss: 2.8270 (2.6765) time: 1.2121 data: 0.2542 max mem: 44082
Epoch: [2] [ 20/1251] eta: 0:20:56 lr: 0.000010 loss: 2.8148 (2.7320) time: 0.8155 data: 0.0003 max mem: 44082
Epoch: [2] [ 30/1251] eta: 0:19:23 lr: 0.000010 loss: 2.8280 (2.7569) time: 0.8106 data: 0.0003 max mem: 44082
Epoch: [2] [ 40/1251] eta: 0:18:30 lr: 0.000010 loss: 2.8314 (2.7399) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [2] [ 50/1251] eta: 0:17:55 lr: 0.000010 loss: 2.6705 (2.6942) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [2] [ 60/1251] eta: 0:17:27 lr: 0.000010 loss: 2.6423 (2.6925) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [2] [ 70/1251] eta: 0:17:07 lr: 0.000010 loss: 2.7658 (2.6724) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [2] [ 80/1251] eta: 0:16:49 lr: 0.000010 loss: 2.4242 (2.6566) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [2] [ 90/1251] eta: 0:16:34 lr: 0.000010 loss: 2.3863 (2.6260) time: 0.8093 data: 0.0003 max mem: 44082
Epoch: [2] [ 100/1251] eta: 0:16:19 lr: 0.000010 loss: 2.5859 (2.6263) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [2] [ 110/1251] eta: 0:16:06 lr: 0.000010 loss: 2.7642 (2.6231) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [2] [ 120/1251] eta: 0:15:54 lr: 0.000010 loss: 2.7265 (2.6255) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [2] [ 130/1251] eta: 0:15:42 lr: 0.000010 loss: 2.7200 (2.6221) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [2] [ 140/1251] eta: 0:15:31 lr: 0.000010 loss: 2.6949 (2.6272) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [2] [ 150/1251] eta: 0:15:20 lr: 0.000010 loss: 2.8370 (2.6347) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [2] [ 160/1251] eta: 0:15:10 lr: 0.000010 loss: 2.7854 (2.6374) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [2] [ 170/1251] eta: 0:15:00 lr: 0.000010 loss: 2.7200 (2.6402) time: 0.8098 data: 0.0003 max mem: 44082
Epoch: [2] [ 180/1251] eta: 0:14:50 lr: 0.000010 loss: 2.6837 (2.6422) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [2] [ 190/1251] eta: 0:14:40 lr: 0.000010 loss: 2.6608 (2.6360) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [2] [ 200/1251] eta: 0:14:30 lr: 0.000010 loss: 2.6936 (2.6360) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [2] [ 210/1251] eta: 0:14:21 lr: 0.000010 loss: 2.8306 (2.6437) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [2] [ 220/1251] eta: 0:14:12 lr: 0.000010 loss: 2.6961 (2.6384) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [2] [ 230/1251] eta: 0:14:03 lr: 0.000010 loss: 2.6636 (2.6370) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [2] [ 240/1251] eta: 0:13:54 lr: 0.000010 loss: 2.7119 (2.6392) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [2] [ 250/1251] eta: 0:13:45 lr: 0.000010 loss: 2.7497 (2.6418) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [2] [ 260/1251] eta: 0:13:36 lr: 0.000010 loss: 2.7497 (2.6444) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [2] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.7394 (2.6460) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [2] [ 280/1251] eta: 0:13:18 lr: 0.000010 loss: 2.8252 (2.6490) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [2] [ 290/1251] eta: 0:13:09 lr: 0.000010 loss: 2.8252 (2.6508) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [2] [ 300/1251] eta: 0:13:01 lr: 0.000010 loss: 2.7209 (2.6452) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [2] [ 310/1251] eta: 0:12:52 lr: 0.000010 loss: 2.7635 (2.6488) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [2] [ 320/1251] eta: 0:12:43 lr: 0.000010 loss: 2.7937 (2.6484) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [2] [ 330/1251] eta: 0:12:34 lr: 0.000010 loss: 2.5979 (2.6423) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [2] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.3942 (2.6372) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [2] [ 350/1251] eta: 0:12:17 lr: 0.000010 loss: 2.5792 (2.6373) time: 0.8047 data: 0.0018 max mem: 44082
Epoch: [2] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.7738 (2.6395) time: 0.8022 data: 0.0018 max mem: 44082
Epoch: [2] [ 370/1251] eta: 0:12:00 lr: 0.000010 loss: 2.7993 (2.6401) time: 0.7999 data: 0.0003 max mem: 44082
Epoch: [2] [ 380/1251] eta: 0:11:51 lr: 0.000010 loss: 2.7257 (2.6382) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [2] [ 390/1251] eta: 0:11:43 lr: 0.000010 loss: 2.6403 (2.6346) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [2] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.7606 (2.6386) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [2] [ 410/1251] eta: 0:11:26 lr: 0.000010 loss: 2.7761 (2.6371) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [2] [ 420/1251] eta: 0:11:18 lr: 0.000010 loss: 2.6705 (2.6359) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [2] [ 430/1251] eta: 0:11:09 lr: 0.000010 loss: 2.6705 (2.6364) time: 0.8018 data: 0.0003 max mem: 44082
Epoch: [2] [ 440/1251] eta: 0:11:01 lr: 0.000010 loss: 2.7290 (2.6378) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [2] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.7546 (2.6395) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [2] [ 460/1251] eta: 0:10:44 lr: 0.000010 loss: 2.6981 (2.6380) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [2] [ 470/1251] eta: 0:10:36 lr: 0.000010 loss: 2.6972 (2.6363) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [2] [ 480/1251] eta: 0:10:28 lr: 0.000010 loss: 2.6158 (2.6311) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [2] [ 490/1251] eta: 0:10:19 lr: 0.000010 loss: 2.6407 (2.6315) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [2] [ 500/1251] eta: 0:10:11 lr: 0.000010 loss: 2.6607 (2.6263) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [2] [ 510/1251] eta: 0:10:03 lr: 0.000010 loss: 2.4752 (2.6238) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [2] [ 520/1251] eta: 0:09:54 lr: 0.000010 loss: 2.5194 (2.6219) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [2] [ 530/1251] eta: 0:09:46 lr: 0.000010 loss: 2.6272 (2.6222) time: 0.8043 data: 0.0017 max mem: 44082
Epoch: [2] [ 540/1251] eta: 0:09:38 lr: 0.000010 loss: 2.5922 (2.6192) time: 0.8037 data: 0.0017 max mem: 44082
Epoch: [2] [ 550/1251] eta: 0:09:30 lr: 0.000010 loss: 2.6638 (2.6205) time: 0.8108 data: 0.0003 max mem: 44082
Epoch: [2] [ 560/1251] eta: 0:09:21 lr: 0.000010 loss: 2.6811 (2.6200) time: 0.8075 data: 0.0003 max mem: 44082
Epoch: [2] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.6518 (2.6207) time: 0.8006 data: 0.0003 max mem: 44082
Epoch: [2] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.6156 (2.6199) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [2] [ 590/1251] eta: 0:08:57 lr: 0.000010 loss: 2.5757 (2.6191) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [2] [ 600/1251] eta: 0:08:49 lr: 0.000010 loss: 2.6019 (2.6190) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [2] [ 610/1251] eta: 0:08:40 lr: 0.000010 loss: 2.6750 (2.6171) time: 0.8089 data: 0.0003 max mem: 44082
Epoch: [2] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.6330 (2.6146) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [2] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.6330 (2.6152) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [2] [ 640/1251] eta: 0:08:16 lr: 0.000010 loss: 2.7172 (2.6144) time: 0.8011 data: 0.0003 max mem: 44082
Epoch: [2] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.5400 (2.6121) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [2] [ 660/1251] eta: 0:07:59 lr: 0.000010 loss: 2.6101 (2.6117) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [2] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.6101 (2.6105) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [2] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.5829 (2.6112) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [2] [ 690/1251] eta: 0:07:35 lr: 0.000010 loss: 2.7766 (2.6089) time: 0.8008 data: 0.0003 max mem: 44082
Epoch: [2] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.8253 (2.6113) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [2] [ 710/1251] eta: 0:07:19 lr: 0.000010 loss: 2.8253 (2.6131) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [2] [ 720/1251] eta: 0:07:10 lr: 0.000010 loss: 2.5706 (2.6129) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [2] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.6025 (2.6133) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [2] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.7037 (2.6107) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [2] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.6958 (2.6118) time: 0.8074 data: 0.0003 max mem: 44082
Epoch: [2] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.5933 (2.6099) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [2] [ 770/1251] eta: 0:06:30 lr: 0.000010 loss: 2.5933 (2.6102) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [2] [ 780/1251] eta: 0:06:21 lr: 0.000010 loss: 2.7026 (2.6090) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [2] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.7026 (2.6082) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [2] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.6412 (2.6081) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [2] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.5309 (2.6085) time: 0.8090 data: 0.0003 max mem: 44082
Epoch: [2] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.6572 (2.6099) time: 0.8084 data: 0.0003 max mem: 44082
Epoch: [2] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.7526 (2.6109) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [2] [ 840/1251] eta: 0:05:33 lr: 0.000010 loss: 2.7526 (2.6110) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [2] [ 850/1251] eta: 0:05:24 lr: 0.000010 loss: 2.7676 (2.6124) time: 0.7995 data: 0.0003 max mem: 44082
Epoch: [2] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.5514 (2.6097) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [2] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.5456 (2.6110) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [2] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.9131 (2.6128) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [2] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.7964 (2.6116) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [2] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.4345 (2.6089) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [2] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.4838 (2.6081) time: 0.7974 data: 0.0003 max mem: 44082
Epoch: [2] [ 920/1251] eta: 0:04:27 lr: 0.000010 loss: 2.6842 (2.6083) time: 0.8000 data: 0.0003 max mem: 44082
Epoch: [2] [ 930/1251] eta: 0:04:19 lr: 0.000010 loss: 2.5063 (2.6058) time: 0.8075 data: 0.0003 max mem: 44082
Epoch: [2] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.6818 (2.6067) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [2] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.6960 (2.6075) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [2] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.7521 (2.6075) time: 0.8000 data: 0.0003 max mem: 44082
Epoch: [2] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.6694 (2.6059) time: 0.8000 data: 0.0003 max mem: 44082
Epoch: [2] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.6694 (2.6046) time: 0.7977 data: 0.0003 max mem: 44082
Epoch: [2] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.7223 (2.6050) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [2] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.7335 (2.6056) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [2] [1010/1251] eta: 0:03:14 lr: 0.000010 loss: 2.6235 (2.6041) time: 0.7984 data: 0.0003 max mem: 44082
Epoch: [2] [1020/1251] eta: 0:03:06 lr: 0.000010 loss: 2.6562 (2.6050) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [2] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.8419 (2.6066) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [2] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.7790 (2.6069) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [2] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6243 (2.6066) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [2] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.6243 (2.6072) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [2] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.7418 (2.6076) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [2] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.5756 (2.6073) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [2] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.7285 (2.6089) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [2] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.7178 (2.6080) time: 0.8018 data: 0.0003 max mem: 44082
Epoch: [2] [1110/1251] eta: 0:01:53 lr: 0.000010 loss: 2.7428 (2.6096) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [2] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.7992 (2.6101) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [2] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.6651 (2.6099) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [2] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.7136 (2.6108) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [2] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.8769 (2.6128) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [2] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.7959 (2.6124) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [2] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.7209 (2.6124) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [2] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.7209 (2.6129) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [2] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.7247 (2.6137) time: 0.8006 data: 0.0003 max mem: 44082
Epoch: [2] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.8098 (2.6151) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [2] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.8278 (2.6158) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [2] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.8278 (2.6161) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [2] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.7750 (2.6168) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [2] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.7048 (2.6163) time: 0.7944 data: 0.0009 max mem: 44082
Epoch: [2] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.7121 (2.6157) time: 0.7822 data: 0.0008 max mem: 44082
Epoch: [2] Total time: 0:16:50 (0.8081 s / it)
Averaged stats: lr: 0.000010 loss: 2.7121 (2.6101)
Test: [ 0/25] eta: 0:02:46 loss: 0.5589 (0.5589) acc1: 92.0000 (92.0000) acc5: 98.8000 (98.8000) time: 6.6680 data: 6.2109 max mem: 44082
Test: [10/25] eta: 0:00:15 loss: 0.7045 (0.7092) acc1: 87.6000 (87.5636) acc5: 98.0000 (98.0000) time: 1.0307 data: 0.5650 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.8569 (0.8224) acc1: 82.4000 (84.5143) acc5: 96.8000 (97.0095) time: 0.4628 data: 0.0003 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9064 (0.8337) acc1: 82.0000 (84.1120) acc5: 96.8000 (96.9920) time: 0.4612 data: 0.0002 max mem: 44082
Test: Total time: 0:00:18 (0.7270 s / it)
* Acc@1 84.386 Acc@5 96.994 loss 0.826
Accuracy of the network on the 50000 test images: 84.4%
Max accuracy: 84.39%
Epoch: [3] [ 0/1251] eta: 1:34:32 lr: 0.000010 loss: 1.9957 (1.9957) time: 4.5344 data: 3.6701 max mem: 44082
Epoch: [3] [ 10/1251] eta: 0:23:47 lr: 0.000010 loss: 2.5858 (2.5492) time: 1.1499 data: 0.3339 max mem: 44082
Epoch: [3] [ 20/1251] eta: 0:20:14 lr: 0.000010 loss: 2.7517 (2.6262) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [ 30/1251] eta: 0:18:55 lr: 0.000010 loss: 2.7446 (2.5884) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [3] [ 40/1251] eta: 0:18:09 lr: 0.000010 loss: 2.4923 (2.6017) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [3] [ 50/1251] eta: 0:17:39 lr: 0.000010 loss: 2.4923 (2.5463) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [3] [ 60/1251] eta: 0:17:16 lr: 0.000010 loss: 2.5144 (2.5432) time: 0.8097 data: 0.0003 max mem: 44082
Epoch: [3] [ 70/1251] eta: 0:16:57 lr: 0.000010 loss: 2.5144 (2.5432) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [3] [ 80/1251] eta: 0:16:41 lr: 0.000010 loss: 2.5200 (2.5517) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [3] [ 90/1251] eta: 0:16:26 lr: 0.000010 loss: 2.5251 (2.5466) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [3] [ 100/1251] eta: 0:16:13 lr: 0.000010 loss: 2.5251 (2.5404) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [3] [ 110/1251] eta: 0:16:00 lr: 0.000010 loss: 2.5905 (2.5441) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 120/1251] eta: 0:15:48 lr: 0.000010 loss: 2.6497 (2.5429) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [3] [ 130/1251] eta: 0:15:37 lr: 0.000010 loss: 2.6591 (2.5495) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [3] [ 140/1251] eta: 0:15:26 lr: 0.000010 loss: 2.6839 (2.5521) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [3] [ 150/1251] eta: 0:15:16 lr: 0.000010 loss: 2.6564 (2.5476) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [3] [ 160/1251] eta: 0:15:06 lr: 0.000010 loss: 2.7895 (2.5636) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [3] [ 170/1251] eta: 0:14:56 lr: 0.000010 loss: 2.7858 (2.5699) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [3] [ 180/1251] eta: 0:14:46 lr: 0.000010 loss: 2.7395 (2.5734) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [3] [ 190/1251] eta: 0:14:37 lr: 0.000010 loss: 2.6567 (2.5745) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 200/1251] eta: 0:14:27 lr: 0.000010 loss: 2.6567 (2.5813) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [3] [ 210/1251] eta: 0:14:18 lr: 0.000010 loss: 2.5686 (2.5716) time: 0.8004 data: 0.0003 max mem: 44082
Epoch: [3] [ 220/1251] eta: 0:14:09 lr: 0.000010 loss: 2.4677 (2.5703) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [3] [ 230/1251] eta: 0:14:00 lr: 0.000010 loss: 2.6250 (2.5676) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [3] [ 240/1251] eta: 0:13:51 lr: 0.000010 loss: 2.5824 (2.5644) time: 0.8092 data: 0.0003 max mem: 44082
Epoch: [3] [ 250/1251] eta: 0:13:42 lr: 0.000010 loss: 2.5712 (2.5615) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [3] [ 260/1251] eta: 0:13:33 lr: 0.000010 loss: 2.6825 (2.5679) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [3] [ 270/1251] eta: 0:13:24 lr: 0.000010 loss: 2.7173 (2.5704) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [3] [ 280/1251] eta: 0:13:15 lr: 0.000010 loss: 2.7040 (2.5710) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [3] [ 290/1251] eta: 0:13:07 lr: 0.000010 loss: 2.3590 (2.5622) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [3] [ 300/1251] eta: 0:12:59 lr: 0.000010 loss: 2.3830 (2.5637) time: 0.8107 data: 0.0003 max mem: 44082
Epoch: [3] [ 310/1251] eta: 0:12:50 lr: 0.000010 loss: 2.5668 (2.5602) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [3] [ 320/1251] eta: 0:12:41 lr: 0.000010 loss: 2.6839 (2.5658) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [3] [ 330/1251] eta: 0:12:33 lr: 0.000010 loss: 2.7857 (2.5736) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [3] [ 340/1251] eta: 0:12:24 lr: 0.000010 loss: 2.7601 (2.5730) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [3] [ 350/1251] eta: 0:12:16 lr: 0.000010 loss: 2.5565 (2.5755) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 360/1251] eta: 0:12:07 lr: 0.000010 loss: 2.7690 (2.5801) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [3] [ 370/1251] eta: 0:11:59 lr: 0.000010 loss: 2.7595 (2.5820) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [3] [ 380/1251] eta: 0:11:50 lr: 0.000010 loss: 2.7083 (2.5815) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [3] [ 390/1251] eta: 0:11:42 lr: 0.000010 loss: 2.8084 (2.5882) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [3] [ 400/1251] eta: 0:11:34 lr: 0.000010 loss: 2.7439 (2.5861) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [3] [ 410/1251] eta: 0:11:25 lr: 0.000010 loss: 2.7405 (2.5896) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [3] [ 420/1251] eta: 0:11:17 lr: 0.000010 loss: 2.6931 (2.5898) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 430/1251] eta: 0:11:08 lr: 0.000010 loss: 2.6921 (2.5921) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [3] [ 440/1251] eta: 0:11:00 lr: 0.000010 loss: 2.5918 (2.5903) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [3] [ 450/1251] eta: 0:10:52 lr: 0.000010 loss: 2.5815 (2.5892) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [3] [ 460/1251] eta: 0:10:44 lr: 0.000010 loss: 2.7085 (2.5913) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [3] [ 470/1251] eta: 0:10:35 lr: 0.000010 loss: 2.6982 (2.5887) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [3] [ 480/1251] eta: 0:10:27 lr: 0.000010 loss: 2.7153 (2.5909) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [3] [ 490/1251] eta: 0:10:19 lr: 0.000010 loss: 2.7565 (2.5898) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [3] [ 500/1251] eta: 0:10:10 lr: 0.000010 loss: 2.7670 (2.5922) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [3] [ 510/1251] eta: 0:10:02 lr: 0.000010 loss: 2.6946 (2.5903) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [3] [ 520/1251] eta: 0:09:54 lr: 0.000010 loss: 2.3273 (2.5859) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 530/1251] eta: 0:09:46 lr: 0.000010 loss: 2.5738 (2.5872) time: 0.8068 data: 0.0003 max mem: 44082
Epoch: [3] [ 540/1251] eta: 0:09:37 lr: 0.000010 loss: 2.6832 (2.5865) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [3] [ 550/1251] eta: 0:09:29 lr: 0.000010 loss: 2.6575 (2.5844) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [3] [ 560/1251] eta: 0:09:21 lr: 0.000010 loss: 2.6829 (2.5842) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [3] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.6658 (2.5834) time: 0.8096 data: 0.0003 max mem: 44082
Epoch: [3] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.6658 (2.5849) time: 0.8102 data: 0.0003 max mem: 44082
Epoch: [3] [ 590/1251] eta: 0:08:56 lr: 0.000010 loss: 2.7054 (2.5836) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [3] [ 600/1251] eta: 0:08:48 lr: 0.000010 loss: 2.8310 (2.5861) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [3] [ 610/1251] eta: 0:08:40 lr: 0.000010 loss: 2.8310 (2.5837) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [3] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.5212 (2.5830) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [3] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.6888 (2.5848) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [3] [ 640/1251] eta: 0:08:15 lr: 0.000010 loss: 2.7664 (2.5863) time: 0.7998 data: 0.0003 max mem: 44082
Epoch: [3] [ 650/1251] eta: 0:08:07 lr: 0.000010 loss: 2.7641 (2.5861) time: 0.7999 data: 0.0003 max mem: 44082
Epoch: [3] [ 660/1251] eta: 0:07:59 lr: 0.000010 loss: 2.6998 (2.5874) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.6354 (2.5867) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [3] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.6335 (2.5857) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [3] [ 690/1251] eta: 0:07:34 lr: 0.000010 loss: 2.5305 (2.5838) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [3] [ 700/1251] eta: 0:07:26 lr: 0.000010 loss: 2.6339 (2.5855) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [3] [ 710/1251] eta: 0:07:18 lr: 0.000010 loss: 2.5711 (2.5822) time: 0.8083 data: 0.0018 max mem: 44082
Epoch: [3] [ 720/1251] eta: 0:07:10 lr: 0.000010 loss: 2.3282 (2.5802) time: 0.8036 data: 0.0018 max mem: 44082
Epoch: [3] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.4716 (2.5799) time: 0.8005 data: 0.0003 max mem: 44082
Epoch: [3] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.6966 (2.5795) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [3] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.7026 (2.5792) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [3] [ 760/1251] eta: 0:06:37 lr: 0.000010 loss: 2.6181 (2.5797) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [3] [ 770/1251] eta: 0:06:29 lr: 0.000010 loss: 2.7387 (2.5813) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [3] [ 780/1251] eta: 0:06:21 lr: 0.000010 loss: 2.7563 (2.5829) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [3] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.6702 (2.5833) time: 0.7991 data: 0.0003 max mem: 44082
Epoch: [3] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.6079 (2.5825) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [3] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.6926 (2.5838) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [3] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.6551 (2.5833) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [3] [ 830/1251] eta: 0:05:40 lr: 0.000010 loss: 2.6061 (2.5835) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [3] [ 840/1251] eta: 0:05:32 lr: 0.000010 loss: 2.7465 (2.5849) time: 0.7998 data: 0.0003 max mem: 44082
Epoch: [3] [ 850/1251] eta: 0:05:24 lr: 0.000010 loss: 2.7164 (2.5858) time: 0.8009 data: 0.0004 max mem: 44082
Epoch: [3] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.7854 (2.5877) time: 0.8050 data: 0.0004 max mem: 44082
Epoch: [3] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.8699 (2.5891) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [3] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.6921 (2.5874) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [3] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.5798 (2.5869) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [3] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.6271 (2.5864) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [3] [ 910/1251] eta: 0:04:35 lr: 0.000010 loss: 2.6930 (2.5878) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [3] [ 920/1251] eta: 0:04:27 lr: 0.000010 loss: 2.6969 (2.5883) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [3] [ 930/1251] eta: 0:04:19 lr: 0.000010 loss: 2.7864 (2.5911) time: 0.7997 data: 0.0003 max mem: 44082
Epoch: [3] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.7907 (2.5920) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [3] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.6708 (2.5903) time: 0.8095 data: 0.0003 max mem: 44082
Epoch: [3] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.6708 (2.5923) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [3] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.7470 (2.5936) time: 0.7997 data: 0.0003 max mem: 44082
Epoch: [3] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.7470 (2.5950) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [3] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.8434 (2.5954) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [3] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.6624 (2.5956) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [3] [1010/1251] eta: 0:03:14 lr: 0.000010 loss: 2.6064 (2.5949) time: 0.8084 data: 0.0003 max mem: 44082
Epoch: [3] [1020/1251] eta: 0:03:06 lr: 0.000010 loss: 2.6643 (2.5961) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.7499 (2.5945) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.4981 (2.5941) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [3] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6673 (2.5954) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.6673 (2.5934) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [3] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.3052 (2.5897) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [3] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.4412 (2.5888) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [3] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.6599 (2.5897) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [3] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.7260 (2.5919) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [3] [1110/1251] eta: 0:01:54 lr: 0.000010 loss: 2.8525 (2.5928) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.6367 (2.5924) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.6367 (2.5915) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [3] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.7002 (2.5918) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [3] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.7824 (2.5927) time: 0.8001 data: 0.0003 max mem: 44082
Epoch: [3] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.6988 (2.5921) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [3] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.5446 (2.5901) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [3] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.7761 (2.5923) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [3] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.8295 (2.5940) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [3] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.7963 (2.5945) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [3] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.6018 (2.5937) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [3] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.6018 (2.5938) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [3] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.6686 (2.5940) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [3] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.6658 (2.5945) time: 0.7953 data: 0.0009 max mem: 44082
Epoch: [3] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.7320 (2.5957) time: 0.7822 data: 0.0008 max mem: 44082
Epoch: [3] Total time: 0:16:51 (0.8083 s / it)
Averaged stats: lr: 0.000010 loss: 2.7320 (2.6109)
Test: [ 0/25] eta: 0:02:39 loss: 0.6207 (0.6207) acc1: 92.4000 (92.4000) acc5: 98.8000 (98.8000) time: 6.3740 data: 5.9172 max mem: 44082
Test: [10/25] eta: 0:00:16 loss: 0.7667 (0.7690) acc1: 86.8000 (87.3091) acc5: 98.0000 (98.1818) time: 1.0900 data: 0.6036 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.9126 (0.8825) acc1: 82.8000 (84.4381) acc5: 97.2000 (97.1238) time: 0.5095 data: 0.0362 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9660 (0.8940) acc1: 82.0000 (83.9360) acc5: 96.8000 (97.1200) time: 0.4662 data: 0.0002 max mem: 44082
Test: Total time: 0:00:18 (0.7451 s / it)
* Acc@1 84.336 Acc@5 97.034 loss 0.885
Accuracy of the network on the 50000 test images: 84.3%
Max accuracy: 84.39%
Epoch: [4] [ 0/1251] eta: 1:46:58 lr: 0.000010 loss: 2.7806 (2.7806) time: 5.1306 data: 4.2796 max mem: 44082
Epoch: [4] [ 10/1251] eta: 0:24:56 lr: 0.000010 loss: 2.6509 (2.7262) time: 1.2056 data: 0.3893 max mem: 44082
Epoch: [4] [ 20/1251] eta: 0:20:53 lr: 0.000010 loss: 2.6509 (2.7352) time: 0.8124 data: 0.0003 max mem: 44082
Epoch: [4] [ 30/1251] eta: 0:19:22 lr: 0.000010 loss: 2.4937 (2.6493) time: 0.8128 data: 0.0003 max mem: 44082
Epoch: [4] [ 40/1251] eta: 0:18:31 lr: 0.000010 loss: 2.7906 (2.6699) time: 0.8119 data: 0.0003 max mem: 44082
Epoch: [4] [ 50/1251] eta: 0:17:56 lr: 0.000010 loss: 2.8027 (2.6740) time: 0.8103 data: 0.0003 max mem: 44082
Epoch: [4] [ 60/1251] eta: 0:17:31 lr: 0.000010 loss: 2.7177 (2.6498) time: 0.8111 data: 0.0003 max mem: 44082
Epoch: [4] [ 70/1251] eta: 0:17:10 lr: 0.000010 loss: 2.5189 (2.6440) time: 0.8116 data: 0.0003 max mem: 44082
Epoch: [4] [ 80/1251] eta: 0:16:52 lr: 0.000010 loss: 2.6671 (2.6477) time: 0.8102 data: 0.0003 max mem: 44082
Epoch: [4] [ 90/1251] eta: 0:16:37 lr: 0.000010 loss: 2.7405 (2.6595) time: 0.8102 data: 0.0003 max mem: 44082
Epoch: [4] [ 100/1251] eta: 0:16:22 lr: 0.000010 loss: 2.7768 (2.6508) time: 0.8093 data: 0.0003 max mem: 44082
Epoch: [4] [ 110/1251] eta: 0:16:08 lr: 0.000010 loss: 2.5647 (2.6415) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [4] [ 120/1251] eta: 0:15:56 lr: 0.000010 loss: 2.5280 (2.6142) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [4] [ 130/1251] eta: 0:15:44 lr: 0.000010 loss: 2.4937 (2.6121) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [4] [ 140/1251] eta: 0:15:33 lr: 0.000010 loss: 2.6887 (2.6142) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 150/1251] eta: 0:15:23 lr: 0.000010 loss: 2.6200 (2.6095) time: 0.8113 data: 0.0003 max mem: 44082
Epoch: [4] [ 160/1251] eta: 0:15:13 lr: 0.000010 loss: 2.5285 (2.6082) time: 0.8124 data: 0.0003 max mem: 44082
Epoch: [4] [ 170/1251] eta: 0:15:02 lr: 0.000010 loss: 2.3611 (2.5969) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [4] [ 180/1251] eta: 0:14:52 lr: 0.000010 loss: 2.5913 (2.5945) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [4] [ 190/1251] eta: 0:14:43 lr: 0.000010 loss: 2.5921 (2.5854) time: 0.8095 data: 0.0003 max mem: 44082
Epoch: [4] [ 200/1251] eta: 0:14:33 lr: 0.000010 loss: 2.6681 (2.5908) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [4] [ 210/1251] eta: 0:14:23 lr: 0.000010 loss: 2.7532 (2.5908) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [4] [ 220/1251] eta: 0:14:14 lr: 0.000010 loss: 2.6833 (2.5878) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [4] [ 230/1251] eta: 0:14:05 lr: 0.000010 loss: 2.4660 (2.5824) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [4] [ 240/1251] eta: 0:13:55 lr: 0.000010 loss: 2.4919 (2.5792) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [4] [ 250/1251] eta: 0:13:46 lr: 0.000010 loss: 2.5697 (2.5761) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [4] [ 260/1251] eta: 0:13:37 lr: 0.000010 loss: 2.5755 (2.5759) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [4] [ 270/1251] eta: 0:13:28 lr: 0.000010 loss: 2.7013 (2.5823) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [4] [ 280/1251] eta: 0:13:20 lr: 0.000010 loss: 2.6620 (2.5805) time: 0.8111 data: 0.0003 max mem: 44082
Epoch: [4] [ 290/1251] eta: 0:13:11 lr: 0.000010 loss: 2.5568 (2.5769) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [4] [ 300/1251] eta: 0:13:02 lr: 0.000010 loss: 2.6479 (2.5805) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [4] [ 310/1251] eta: 0:12:53 lr: 0.000010 loss: 2.6682 (2.5763) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [4] [ 320/1251] eta: 0:12:44 lr: 0.000010 loss: 2.7157 (2.5801) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [4] [ 330/1251] eta: 0:12:36 lr: 0.000010 loss: 2.7221 (2.5834) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [4] [ 340/1251] eta: 0:12:27 lr: 0.000010 loss: 2.6588 (2.5787) time: 0.8097 data: 0.0003 max mem: 44082
Epoch: [4] [ 350/1251] eta: 0:12:19 lr: 0.000010 loss: 2.6588 (2.5830) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [4] [ 360/1251] eta: 0:12:10 lr: 0.000010 loss: 2.7801 (2.5858) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [4] [ 370/1251] eta: 0:12:02 lr: 0.000010 loss: 2.6307 (2.5848) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [4] [ 380/1251] eta: 0:11:53 lr: 0.000010 loss: 2.6192 (2.5819) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [4] [ 390/1251] eta: 0:11:45 lr: 0.000010 loss: 2.6192 (2.5824) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [4] [ 400/1251] eta: 0:11:36 lr: 0.000010 loss: 2.7751 (2.5874) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [4] [ 410/1251] eta: 0:11:28 lr: 0.000010 loss: 2.8520 (2.5876) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 420/1251] eta: 0:11:19 lr: 0.000010 loss: 2.7463 (2.5907) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [4] [ 430/1251] eta: 0:11:11 lr: 0.000010 loss: 2.7461 (2.5900) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [4] [ 440/1251] eta: 0:11:02 lr: 0.000010 loss: 2.7038 (2.5894) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [4] [ 450/1251] eta: 0:10:54 lr: 0.000010 loss: 2.7038 (2.5913) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [4] [ 460/1251] eta: 0:10:46 lr: 0.000010 loss: 2.6912 (2.5876) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [4] [ 470/1251] eta: 0:10:37 lr: 0.000010 loss: 2.5733 (2.5851) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [4] [ 480/1251] eta: 0:10:29 lr: 0.000010 loss: 2.3335 (2.5820) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [4] [ 490/1251] eta: 0:10:21 lr: 0.000010 loss: 2.7954 (2.5859) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [4] [ 500/1251] eta: 0:10:12 lr: 0.000010 loss: 2.7480 (2.5847) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [4] [ 510/1251] eta: 0:10:04 lr: 0.000010 loss: 2.6923 (2.5858) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [4] [ 520/1251] eta: 0:09:56 lr: 0.000010 loss: 2.5773 (2.5832) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [4] [ 530/1251] eta: 0:09:47 lr: 0.000010 loss: 2.6802 (2.5874) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [4] [ 540/1251] eta: 0:09:39 lr: 0.000010 loss: 2.6208 (2.5821) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [4] [ 550/1251] eta: 0:09:31 lr: 0.000010 loss: 2.6081 (2.5841) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [4] [ 560/1251] eta: 0:09:23 lr: 0.000010 loss: 2.7286 (2.5843) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 570/1251] eta: 0:09:14 lr: 0.000010 loss: 2.4868 (2.5826) time: 0.8089 data: 0.0003 max mem: 44082
Epoch: [4] [ 580/1251] eta: 0:09:06 lr: 0.000010 loss: 2.6362 (2.5828) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [4] [ 590/1251] eta: 0:08:58 lr: 0.000010 loss: 2.7749 (2.5848) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 600/1251] eta: 0:08:50 lr: 0.000010 loss: 2.6836 (2.5845) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [4] [ 610/1251] eta: 0:08:41 lr: 0.000010 loss: 2.5557 (2.5854) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [4] [ 620/1251] eta: 0:08:33 lr: 0.000010 loss: 2.5821 (2.5824) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [4] [ 630/1251] eta: 0:08:25 lr: 0.000010 loss: 2.4562 (2.5799) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [4] [ 640/1251] eta: 0:08:17 lr: 0.000010 loss: 2.4562 (2.5767) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [4] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.5937 (2.5769) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [4] [ 660/1251] eta: 0:08:00 lr: 0.000010 loss: 2.6337 (2.5781) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [4] [ 670/1251] eta: 0:07:52 lr: 0.000010 loss: 2.7121 (2.5789) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [4] [ 680/1251] eta: 0:07:44 lr: 0.000010 loss: 2.7121 (2.5800) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [4] [ 690/1251] eta: 0:07:36 lr: 0.000010 loss: 2.5652 (2.5771) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [4] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.5748 (2.5777) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [4] [ 710/1251] eta: 0:07:19 lr: 0.000010 loss: 2.7688 (2.5803) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [4] [ 720/1251] eta: 0:07:11 lr: 0.000010 loss: 2.7455 (2.5803) time: 0.8095 data: 0.0003 max mem: 44082
Epoch: [4] [ 730/1251] eta: 0:07:03 lr: 0.000010 loss: 2.6124 (2.5794) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [4] [ 740/1251] eta: 0:06:55 lr: 0.000010 loss: 2.6123 (2.5802) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [4] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.6345 (2.5797) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [4] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.7574 (2.5816) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [4] [ 770/1251] eta: 0:06:30 lr: 0.000010 loss: 2.7900 (2.5816) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [4] [ 780/1251] eta: 0:06:22 lr: 0.000010 loss: 2.6200 (2.5818) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [4] [ 790/1251] eta: 0:06:14 lr: 0.000010 loss: 2.6044 (2.5795) time: 0.8138 data: 0.0003 max mem: 44082
Epoch: [4] [ 800/1251] eta: 0:06:06 lr: 0.000010 loss: 2.3378 (2.5778) time: 0.8115 data: 0.0003 max mem: 44082
Epoch: [4] [ 810/1251] eta: 0:05:58 lr: 0.000010 loss: 2.6384 (2.5803) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [4] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.6955 (2.5798) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [4] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.5548 (2.5784) time: 0.8100 data: 0.0003 max mem: 44082
Epoch: [4] [ 840/1251] eta: 0:05:33 lr: 0.000010 loss: 2.7247 (2.5801) time: 0.8115 data: 0.0003 max mem: 44082
Epoch: [4] [ 850/1251] eta: 0:05:25 lr: 0.000010 loss: 2.7498 (2.5828) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [4] [ 860/1251] eta: 0:05:17 lr: 0.000010 loss: 2.7366 (2.5843) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [4] [ 870/1251] eta: 0:05:09 lr: 0.000010 loss: 2.6746 (2.5836) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [4] [ 880/1251] eta: 0:05:01 lr: 0.000010 loss: 2.7367 (2.5850) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [4] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.7417 (2.5822) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.7296 (2.5814) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [4] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.7665 (2.5833) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [4] [ 920/1251] eta: 0:04:28 lr: 0.000010 loss: 2.7474 (2.5835) time: 0.8042 data: 0.0018 max mem: 44082
Epoch: [4] [ 930/1251] eta: 0:04:20 lr: 0.000010 loss: 2.6982 (2.5855) time: 0.8036 data: 0.0018 max mem: 44082
Epoch: [4] [ 940/1251] eta: 0:04:12 lr: 0.000010 loss: 2.7713 (2.5872) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [4] [ 950/1251] eta: 0:04:04 lr: 0.000010 loss: 2.6903 (2.5871) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [4] [ 960/1251] eta: 0:03:56 lr: 0.000010 loss: 2.6574 (2.5872) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [4] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.6559 (2.5888) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [4] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.6559 (2.5882) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [4] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.6881 (2.5881) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [4] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.6871 (2.5890) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [4] [1010/1251] eta: 0:03:15 lr: 0.000010 loss: 2.6415 (2.5892) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [4] [1020/1251] eta: 0:03:07 lr: 0.000010 loss: 2.4733 (2.5873) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [4] [1030/1251] eta: 0:02:59 lr: 0.000010 loss: 2.1922 (2.5826) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [4] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.2865 (2.5831) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [4] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6437 (2.5824) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [4] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.4877 (2.5805) time: 0.8008 data: 0.0003 max mem: 44082
Epoch: [4] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.4239 (2.5801) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [4] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.4239 (2.5795) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [4] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.5711 (2.5799) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [4] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.7482 (2.5812) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [4] [1110/1251] eta: 0:01:54 lr: 0.000010 loss: 2.6496 (2.5812) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [4] [1120/1251] eta: 0:01:46 lr: 0.000010 loss: 2.5625 (2.5814) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [4] [1130/1251] eta: 0:01:38 lr: 0.000010 loss: 2.7738 (2.5819) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [4] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.7738 (2.5819) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [4] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.8223 (2.5829) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [4] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.8371 (2.5826) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [4] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.7504 (2.5844) time: 0.8134 data: 0.0003 max mem: 44082
Epoch: [4] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.7504 (2.5847) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [4] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.6544 (2.5852) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [4] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.7651 (2.5862) time: 0.8116 data: 0.0003 max mem: 44082
Epoch: [4] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.7652 (2.5858) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [4] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.5422 (2.5848) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [4] [1230/1251] eta: 0:00:17 lr: 0.000010 loss: 2.7185 (2.5858) time: 0.8096 data: 0.0003 max mem: 44082
Epoch: [4] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.7444 (2.5852) time: 0.7980 data: 0.0009 max mem: 44082
Epoch: [4] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.6807 (2.5844) time: 0.7850 data: 0.0008 max mem: 44082
Epoch: [4] Total time: 0:16:53 (0.8100 s / it)
Averaged stats: lr: 0.000010 loss: 2.6807 (2.6014)
Test: [ 0/25] eta: 0:02:34 loss: 0.5417 (0.5417) acc1: 92.8000 (92.8000) acc5: 98.8000 (98.8000) time: 6.1744 data: 5.6235 max mem: 44082
Test: [10/25] eta: 0:00:15 loss: 0.6953 (0.6923) acc1: 88.0000 (87.9273) acc5: 98.0000 (98.1818) time: 1.0636 data: 0.5913 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.8386 (0.8042) acc1: 82.8000 (84.6857) acc5: 97.2000 (97.1238) time: 0.5050 data: 0.0441 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.8722 (0.8148) acc1: 82.0000 (84.2240) acc5: 96.8000 (97.1360) time: 0.4597 data: 0.0001 max mem: 44082
Test: Total time: 0:00:18 (0.7331 s / it)
* Acc@1 84.436 Acc@5 97.066 loss 0.808
Accuracy of the network on the 50000 test images: 84.4%
Max accuracy: 84.44%
Epoch: [5] [ 0/1251] eta: 1:45:45 lr: 0.000010 loss: 3.0957 (3.0957) time: 5.0723 data: 4.3001 max mem: 44082
Epoch: [5] [ 10/1251] eta: 0:24:49 lr: 0.000010 loss: 2.8668 (2.5868) time: 1.2005 data: 0.3912 max mem: 44082
Epoch: [5] [ 20/1251] eta: 0:20:47 lr: 0.000010 loss: 2.3944 (2.4504) time: 0.8107 data: 0.0003 max mem: 44082
Epoch: [5] [ 30/1251] eta: 0:19:16 lr: 0.000010 loss: 2.4143 (2.4969) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [5] [ 40/1251] eta: 0:18:27 lr: 0.000010 loss: 2.6020 (2.5210) time: 0.8105 data: 0.0003 max mem: 44082
Epoch: [5] [ 50/1251] eta: 0:17:51 lr: 0.000010 loss: 2.6559 (2.5085) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [5] [ 60/1251] eta: 0:17:26 lr: 0.000010 loss: 2.7921 (2.5599) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [5] [ 70/1251] eta: 0:17:06 lr: 0.000010 loss: 2.7407 (2.5552) time: 0.8109 data: 0.0003 max mem: 44082
Epoch: [5] [ 80/1251] eta: 0:16:50 lr: 0.000010 loss: 2.7407 (2.5769) time: 0.8144 data: 0.0003 max mem: 44082
Epoch: [5] [ 90/1251] eta: 0:16:33 lr: 0.000010 loss: 2.8647 (2.5866) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [5] [ 100/1251] eta: 0:16:19 lr: 0.000010 loss: 2.6961 (2.5887) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [5] [ 110/1251] eta: 0:16:07 lr: 0.000010 loss: 2.6358 (2.5806) time: 0.8111 data: 0.0003 max mem: 44082
Epoch: [5] [ 120/1251] eta: 0:15:55 lr: 0.000010 loss: 2.5928 (2.5861) time: 0.8103 data: 0.0003 max mem: 44082
Epoch: [5] [ 130/1251] eta: 0:15:43 lr: 0.000010 loss: 2.5393 (2.5650) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [5] [ 140/1251] eta: 0:15:32 lr: 0.000010 loss: 2.4625 (2.5670) time: 0.8108 data: 0.0003 max mem: 44082
Epoch: [5] [ 150/1251] eta: 0:15:21 lr: 0.000010 loss: 2.7352 (2.5734) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [5] [ 160/1251] eta: 0:15:11 lr: 0.000010 loss: 2.6328 (2.5727) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [5] [ 170/1251] eta: 0:15:01 lr: 0.000010 loss: 2.7198 (2.5854) time: 0.8098 data: 0.0003 max mem: 44082
Epoch: [5] [ 180/1251] eta: 0:14:51 lr: 0.000010 loss: 2.7198 (2.5855) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [5] [ 190/1251] eta: 0:14:42 lr: 0.000010 loss: 2.6022 (2.5840) time: 0.8126 data: 0.0003 max mem: 44082
Epoch: [5] [ 200/1251] eta: 0:14:32 lr: 0.000010 loss: 2.7527 (2.5968) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [5] [ 210/1251] eta: 0:14:22 lr: 0.000010 loss: 2.8641 (2.5979) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [5] [ 220/1251] eta: 0:14:13 lr: 0.000010 loss: 2.7618 (2.6020) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [5] [ 230/1251] eta: 0:14:03 lr: 0.000010 loss: 2.7095 (2.6012) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [5] [ 240/1251] eta: 0:13:54 lr: 0.000010 loss: 2.6170 (2.5956) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [5] [ 250/1251] eta: 0:13:45 lr: 0.000010 loss: 2.6170 (2.5981) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [5] [ 260/1251] eta: 0:13:36 lr: 0.000010 loss: 2.6219 (2.5977) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [5] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.6444 (2.6003) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [5] [ 280/1251] eta: 0:13:19 lr: 0.000010 loss: 2.7258 (2.6054) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [5] [ 290/1251] eta: 0:13:10 lr: 0.000010 loss: 2.6688 (2.5997) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [5] [ 300/1251] eta: 0:13:01 lr: 0.000010 loss: 2.7211 (2.6077) time: 0.8084 data: 0.0003 max mem: 44082
Epoch: [5] [ 310/1251] eta: 0:12:53 lr: 0.000010 loss: 2.7494 (2.6052) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [5] [ 320/1251] eta: 0:12:44 lr: 0.000010 loss: 2.6370 (2.5999) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [5] [ 330/1251] eta: 0:12:35 lr: 0.000010 loss: 2.6847 (2.5994) time: 0.8005 data: 0.0003 max mem: 44082
Epoch: [5] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.5687 (2.5966) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [5] [ 350/1251] eta: 0:12:18 lr: 0.000010 loss: 2.5687 (2.5987) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [5] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.9113 (2.6062) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [5] [ 370/1251] eta: 0:12:01 lr: 0.000010 loss: 2.8956 (2.6113) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [5] [ 380/1251] eta: 0:11:52 lr: 0.000010 loss: 2.7186 (2.6120) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [5] [ 390/1251] eta: 0:11:44 lr: 0.000010 loss: 2.6643 (2.6147) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [5] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.6920 (2.6144) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [5] [ 410/1251] eta: 0:11:27 lr: 0.000010 loss: 2.6755 (2.6131) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [5] [ 420/1251] eta: 0:11:18 lr: 0.000010 loss: 2.6538 (2.6116) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [5] [ 430/1251] eta: 0:11:10 lr: 0.000010 loss: 2.4744 (2.6047) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [5] [ 440/1251] eta: 0:11:01 lr: 0.000010 loss: 2.3738 (2.6028) time: 0.8005 data: 0.0003 max mem: 44082
Epoch: [5] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.3696 (2.5994) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [5] [ 460/1251] eta: 0:10:45 lr: 0.000010 loss: 2.3696 (2.5947) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [5] [ 470/1251] eta: 0:10:36 lr: 0.000010 loss: 2.4247 (2.5913) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [5] [ 480/1251] eta: 0:10:28 lr: 0.000010 loss: 2.5340 (2.5917) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [5] [ 490/1251] eta: 0:10:20 lr: 0.000010 loss: 2.7414 (2.5933) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [5] [ 500/1251] eta: 0:10:11 lr: 0.000010 loss: 2.7652 (2.5933) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [5] [ 510/1251] eta: 0:10:03 lr: 0.000010 loss: 2.7519 (2.5934) time: 0.8004 data: 0.0003 max mem: 44082
Epoch: [5] [ 520/1251] eta: 0:09:55 lr: 0.000010 loss: 2.6002 (2.5940) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [5] [ 530/1251] eta: 0:09:46 lr: 0.000010 loss: 2.6350 (2.5937) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [5] [ 540/1251] eta: 0:09:38 lr: 0.000010 loss: 2.6350 (2.5929) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [5] [ 550/1251] eta: 0:09:30 lr: 0.000010 loss: 2.6551 (2.5929) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [5] [ 560/1251] eta: 0:09:22 lr: 0.000010 loss: 2.5922 (2.5896) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [5] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.6366 (2.5901) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [5] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.7166 (2.5912) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [5] [ 590/1251] eta: 0:08:57 lr: 0.000010 loss: 2.7457 (2.5941) time: 0.8074 data: 0.0003 max mem: 44082
Epoch: [5] [ 600/1251] eta: 0:08:49 lr: 0.000010 loss: 2.7436 (2.5963) time: 0.8094 data: 0.0003 max mem: 44082
Epoch: [5] [ 610/1251] eta: 0:08:41 lr: 0.000010 loss: 2.6659 (2.5951) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [5] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.7432 (2.5959) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [5] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.7732 (2.5957) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [5] [ 640/1251] eta: 0:08:16 lr: 0.000010 loss: 2.6935 (2.5951) time: 0.7998 data: 0.0003 max mem: 44082
Epoch: [5] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.7430 (2.5971) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [5] [ 660/1251] eta: 0:07:59 lr: 0.000010 loss: 2.8037 (2.5975) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [5] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.5463 (2.5989) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [5] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.6257 (2.5992) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [5] [ 690/1251] eta: 0:07:35 lr: 0.000010 loss: 2.6782 (2.5989) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [5] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.4684 (2.5955) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [5] [ 710/1251] eta: 0:07:18 lr: 0.000010 loss: 2.2661 (2.5946) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [5] [ 720/1251] eta: 0:07:10 lr: 0.000010 loss: 2.4203 (2.5932) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [5] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.6448 (2.5945) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [5] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.6535 (2.5949) time: 0.7993 data: 0.0003 max mem: 44082
Epoch: [5] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.6535 (2.5970) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [5] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.6415 (2.5969) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [5] [ 770/1251] eta: 0:06:29 lr: 0.000010 loss: 2.7158 (2.5983) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [5] [ 780/1251] eta: 0:06:21 lr: 0.000010 loss: 2.6870 (2.5985) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [5] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.6009 (2.5967) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [5] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.6316 (2.5979) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [5] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.6827 (2.5969) time: 0.8006 data: 0.0003 max mem: 44082
Epoch: [5] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.4678 (2.5964) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [5] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.6226 (2.5964) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [5] [ 840/1251] eta: 0:05:32 lr: 0.000010 loss: 2.7131 (2.5952) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [5] [ 850/1251] eta: 0:05:24 lr: 0.000010 loss: 2.7343 (2.5967) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [5] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.7117 (2.5958) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [5] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.5337 (2.5938) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [5] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.7397 (2.5951) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [5] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.7397 (2.5936) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [5] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.2299 (2.5913) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [5] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.6330 (2.5920) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [5] [ 920/1251] eta: 0:04:28 lr: 0.000010 loss: 2.7599 (2.5934) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [5] [ 930/1251] eta: 0:04:19 lr: 0.000010 loss: 2.4296 (2.5900) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [5] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.2657 (2.5880) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [5] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.3676 (2.5864) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [5] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.5403 (2.5865) time: 0.7988 data: 0.0003 max mem: 44082
Epoch: [5] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.7739 (2.5874) time: 0.8008 data: 0.0003 max mem: 44082
Epoch: [5] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.6351 (2.5862) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [5] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.6189 (2.5866) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [5] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.6808 (2.5875) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [5] [1010/1251] eta: 0:03:15 lr: 0.000010 loss: 2.7152 (2.5875) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [5] [1020/1251] eta: 0:03:06 lr: 0.000010 loss: 2.8095 (2.5890) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [5] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.6544 (2.5880) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [5] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.6072 (2.5894) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [5] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6101 (2.5870) time: 0.8000 data: 0.0003 max mem: 44082
Epoch: [5] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.4985 (2.5868) time: 0.7984 data: 0.0003 max mem: 44082
Epoch: [5] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.6191 (2.5876) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [5] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.6185 (2.5862) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [5] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.5645 (2.5857) time: 0.8075 data: 0.0003 max mem: 44082
Epoch: [5] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.5592 (2.5849) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [5] [1110/1251] eta: 0:01:54 lr: 0.000010 loss: 2.6175 (2.5852) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [5] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.6898 (2.5853) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [5] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.7414 (2.5862) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [5] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.5254 (2.5851) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [5] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.6035 (2.5867) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [5] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.7510 (2.5863) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [5] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.7145 (2.5865) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [5] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.6608 (2.5857) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [5] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.6545 (2.5866) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [5] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.7608 (2.5887) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [5] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.7822 (2.5886) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [5] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.5590 (2.5879) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [5] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.5549 (2.5885) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [5] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.6638 (2.5885) time: 0.7954 data: 0.0009 max mem: 44082
Epoch: [5] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.5219 (2.5878) time: 0.7832 data: 0.0008 max mem: 44082
Epoch: [5] Total time: 0:16:51 (0.8084 s / it)
Averaged stats: lr: 0.000010 loss: 2.5219 (2.5966)
Test: [ 0/25] eta: 0:02:48 loss: 0.5930 (0.5930) acc1: 92.8000 (92.8000) acc5: 98.8000 (98.8000) time: 6.7446 data: 6.2859 max mem: 44082
Test: [10/25] eta: 0:00:16 loss: 0.7571 (0.7511) acc1: 87.2000 (87.4909) acc5: 98.4000 (98.2182) time: 1.1103 data: 0.6429 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.8875 (0.8641) acc1: 82.4000 (84.4191) acc5: 97.2000 (97.0857) time: 0.5024 data: 0.0393 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9342 (0.8750) acc1: 81.6000 (83.9840) acc5: 96.8000 (97.0880) time: 0.4600 data: 0.0001 max mem: 44082
Test: Total time: 0:00:18 (0.7536 s / it)
* Acc@1 84.388 Acc@5 97.094 loss 0.866
Accuracy of the network on the 50000 test images: 84.4%
Max accuracy: 84.44%
Epoch: [6] [ 0/1251] eta: 1:47:12 lr: 0.000010 loss: 2.7131 (2.7131) time: 5.1421 data: 3.6524 max mem: 44082
Epoch: [6] [ 10/1251] eta: 0:25:02 lr: 0.000010 loss: 2.6257 (2.5635) time: 1.2110 data: 0.3323 max mem: 44082
Epoch: [6] [ 20/1251] eta: 0:20:52 lr: 0.000010 loss: 2.6257 (2.6190) time: 0.8116 data: 0.0003 max mem: 44082
Epoch: [6] [ 30/1251] eta: 0:19:20 lr: 0.000010 loss: 2.6488 (2.5682) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [6] [ 40/1251] eta: 0:18:28 lr: 0.000010 loss: 2.6399 (2.5551) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [6] [ 50/1251] eta: 0:17:52 lr: 0.000010 loss: 2.4241 (2.5166) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [6] [ 60/1251] eta: 0:17:26 lr: 0.000010 loss: 2.4514 (2.5271) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [6] [ 70/1251] eta: 0:17:05 lr: 0.000010 loss: 2.8011 (2.5633) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 80/1251] eta: 0:16:48 lr: 0.000010 loss: 2.7826 (2.5585) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [6] [ 90/1251] eta: 0:16:32 lr: 0.000010 loss: 2.7133 (2.5779) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [6] [ 100/1251] eta: 0:16:19 lr: 0.000010 loss: 2.7133 (2.5921) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [6] [ 110/1251] eta: 0:16:05 lr: 0.000010 loss: 2.6358 (2.5835) time: 0.8074 data: 0.0003 max mem: 44082
Epoch: [6] [ 120/1251] eta: 0:15:53 lr: 0.000010 loss: 2.4235 (2.5577) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [6] [ 130/1251] eta: 0:15:41 lr: 0.000010 loss: 2.4614 (2.5494) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [6] [ 140/1251] eta: 0:15:30 lr: 0.000010 loss: 2.4680 (2.5358) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [6] [ 150/1251] eta: 0:15:19 lr: 0.000010 loss: 2.4305 (2.5365) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [6] [ 160/1251] eta: 0:15:09 lr: 0.000010 loss: 2.4819 (2.5394) time: 0.8014 data: 0.0003 max mem: 44082
Epoch: [6] [ 170/1251] eta: 0:14:59 lr: 0.000010 loss: 2.6770 (2.5447) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [6] [ 180/1251] eta: 0:14:49 lr: 0.000010 loss: 2.6982 (2.5548) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [6] [ 190/1251] eta: 0:14:39 lr: 0.000010 loss: 2.7231 (2.5599) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [6] [ 200/1251] eta: 0:14:30 lr: 0.000010 loss: 2.6409 (2.5544) time: 0.8109 data: 0.0003 max mem: 44082
Epoch: [6] [ 210/1251] eta: 0:14:21 lr: 0.000010 loss: 2.4949 (2.5607) time: 0.8093 data: 0.0003 max mem: 44082
Epoch: [6] [ 220/1251] eta: 0:14:11 lr: 0.000010 loss: 2.5902 (2.5574) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [6] [ 230/1251] eta: 0:14:02 lr: 0.000010 loss: 2.6557 (2.5627) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [6] [ 240/1251] eta: 0:13:53 lr: 0.000010 loss: 2.7366 (2.5619) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [6] [ 250/1251] eta: 0:13:44 lr: 0.000010 loss: 2.7273 (2.5674) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 260/1251] eta: 0:13:35 lr: 0.000010 loss: 2.7749 (2.5722) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [6] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.6654 (2.5705) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [6] [ 280/1251] eta: 0:13:18 lr: 0.000010 loss: 2.5312 (2.5700) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [6] [ 290/1251] eta: 0:13:09 lr: 0.000010 loss: 2.6694 (2.5725) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [6] [ 300/1251] eta: 0:13:00 lr: 0.000010 loss: 2.7222 (2.5781) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [6] [ 310/1251] eta: 0:12:52 lr: 0.000010 loss: 2.6076 (2.5728) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [6] [ 320/1251] eta: 0:12:43 lr: 0.000010 loss: 2.6374 (2.5745) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [6] [ 330/1251] eta: 0:12:34 lr: 0.000010 loss: 2.5722 (2.5710) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [6] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.5722 (2.5743) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [6] [ 350/1251] eta: 0:12:17 lr: 0.000010 loss: 2.6819 (2.5737) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [6] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.5716 (2.5691) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [6] [ 370/1251] eta: 0:12:00 lr: 0.000010 loss: 2.5806 (2.5719) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [6] [ 380/1251] eta: 0:11:52 lr: 0.000010 loss: 2.5422 (2.5684) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [ 390/1251] eta: 0:11:43 lr: 0.000010 loss: 2.5453 (2.5703) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [6] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.7001 (2.5735) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 410/1251] eta: 0:11:27 lr: 0.000010 loss: 2.6107 (2.5711) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 420/1251] eta: 0:11:18 lr: 0.000010 loss: 2.6107 (2.5725) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [6] [ 430/1251] eta: 0:11:10 lr: 0.000010 loss: 2.8399 (2.5772) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [6] [ 440/1251] eta: 0:11:01 lr: 0.000010 loss: 2.8399 (2.5794) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [6] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.7406 (2.5801) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [6] [ 460/1251] eta: 0:10:45 lr: 0.000010 loss: 2.8095 (2.5824) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [6] [ 470/1251] eta: 0:10:36 lr: 0.000010 loss: 2.7774 (2.5797) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [6] [ 480/1251] eta: 0:10:28 lr: 0.000010 loss: 2.7488 (2.5815) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [6] [ 490/1251] eta: 0:10:20 lr: 0.000010 loss: 2.6081 (2.5798) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 500/1251] eta: 0:10:11 lr: 0.000010 loss: 2.6081 (2.5827) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [6] [ 510/1251] eta: 0:10:03 lr: 0.000010 loss: 2.7489 (2.5855) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [6] [ 520/1251] eta: 0:09:55 lr: 0.000010 loss: 2.6825 (2.5834) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [6] [ 530/1251] eta: 0:09:47 lr: 0.000010 loss: 2.5158 (2.5846) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [6] [ 540/1251] eta: 0:09:38 lr: 0.000010 loss: 2.7773 (2.5872) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [ 550/1251] eta: 0:09:30 lr: 0.000010 loss: 2.7190 (2.5871) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [6] [ 560/1251] eta: 0:09:22 lr: 0.000010 loss: 2.5381 (2.5863) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [6] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.5381 (2.5855) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [6] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.5221 (2.5818) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [6] [ 590/1251] eta: 0:08:57 lr: 0.000010 loss: 2.4643 (2.5808) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [6] [ 600/1251] eta: 0:08:49 lr: 0.000010 loss: 2.6263 (2.5813) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [6] [ 610/1251] eta: 0:08:41 lr: 0.000010 loss: 2.7302 (2.5808) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [6] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.7828 (2.5847) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.7603 (2.5865) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [6] [ 640/1251] eta: 0:08:16 lr: 0.000010 loss: 2.7501 (2.5871) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [6] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.8073 (2.5899) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [6] [ 660/1251] eta: 0:08:00 lr: 0.000010 loss: 2.7804 (2.5911) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [6] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.6941 (2.5915) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [6] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.6914 (2.5919) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [6] [ 690/1251] eta: 0:07:35 lr: 0.000010 loss: 2.6914 (2.5923) time: 0.8074 data: 0.0003 max mem: 44082
Epoch: [6] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.7067 (2.5925) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [6] [ 710/1251] eta: 0:07:19 lr: 0.000010 loss: 2.6700 (2.5908) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [6] [ 720/1251] eta: 0:07:11 lr: 0.000010 loss: 2.5500 (2.5912) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [6] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.7149 (2.5929) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [6] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.7083 (2.5915) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [6] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.6816 (2.5928) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [6] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.7391 (2.5950) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [6] [ 770/1251] eta: 0:06:30 lr: 0.000010 loss: 2.7391 (2.5954) time: 0.8004 data: 0.0003 max mem: 44082
Epoch: [6] [ 780/1251] eta: 0:06:22 lr: 0.000010 loss: 2.5208 (2.5922) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [6] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.1588 (2.5897) time: 0.8043 data: 0.0017 max mem: 44082
Epoch: [6] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.2846 (2.5881) time: 0.8030 data: 0.0017 max mem: 44082
Epoch: [6] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.6543 (2.5896) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [6] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.7322 (2.5890) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [6] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.7378 (2.5905) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [6] [ 840/1251] eta: 0:05:33 lr: 0.000010 loss: 2.8600 (2.5928) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [6] [ 850/1251] eta: 0:05:25 lr: 0.000010 loss: 2.6047 (2.5911) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [6] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.6047 (2.5921) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.6497 (2.5918) time: 0.8045 data: 0.0016 max mem: 44082
Epoch: [6] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.6497 (2.5919) time: 0.8053 data: 0.0016 max mem: 44082
Epoch: [6] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.6758 (2.5927) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [6] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.6323 (2.5928) time: 0.8006 data: 0.0003 max mem: 44082
Epoch: [6] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.5932 (2.5919) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [6] [ 920/1251] eta: 0:04:28 lr: 0.000010 loss: 2.6669 (2.5939) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [6] [ 930/1251] eta: 0:04:20 lr: 0.000010 loss: 2.6815 (2.5938) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [6] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.5584 (2.5923) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [6] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.6190 (2.5924) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [6] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.7144 (2.5942) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [6] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.7186 (2.5932) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [6] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.7351 (2.5940) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [6] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.7351 (2.5936) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [6] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.7347 (2.5947) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [6] [1010/1251] eta: 0:03:15 lr: 0.000010 loss: 2.7347 (2.5939) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [6] [1020/1251] eta: 0:03:07 lr: 0.000010 loss: 2.5896 (2.5943) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [6] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.7838 (2.5951) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [6] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.7581 (2.5952) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [6] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6017 (2.5947) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [6] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.5866 (2.5946) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [6] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.6336 (2.5959) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.6408 (2.5958) time: 0.8077 data: 0.0017 max mem: 44082
Epoch: [6] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.6408 (2.5954) time: 0.8042 data: 0.0017 max mem: 44082
Epoch: [6] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.5746 (2.5958) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [6] [1110/1251] eta: 0:01:54 lr: 0.000010 loss: 2.6927 (2.5970) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [6] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.7384 (2.5985) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.6703 (2.5974) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [6] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.5161 (2.5976) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [6] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.7458 (2.5987) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [6] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.7471 (2.5983) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [6] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.6529 (2.5978) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [6] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.6627 (2.5988) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [6] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.8189 (2.5996) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [6] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.7017 (2.6007) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [6] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.6220 (2.5998) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [6] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.5492 (2.6002) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [6] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.5724 (2.6007) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [6] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.5523 (2.5992) time: 0.7979 data: 0.0009 max mem: 44082
Epoch: [6] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.6187 (2.6004) time: 0.7823 data: 0.0008 max mem: 44082
Epoch: [6] Total time: 0:16:51 (0.8088 s / it)
Averaged stats: lr: 0.000010 loss: 2.6187 (2.5983)
Test: [ 0/25] eta: 0:02:20 loss: 0.6332 (0.6332) acc1: 92.4000 (92.4000) acc5: 98.8000 (98.8000) time: 5.6290 data: 5.1704 max mem: 44082
Test: [10/25] eta: 0:00:14 loss: 0.7878 (0.7848) acc1: 88.0000 (87.7091) acc5: 98.0000 (98.1818) time: 0.9579 data: 0.4704 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.9152 (0.8979) acc1: 82.0000 (84.6476) acc5: 97.2000 (97.0476) time: 0.4751 data: 0.0003 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9767 (0.9093) acc1: 81.6000 (84.1440) acc5: 96.8000 (97.0720) time: 0.4666 data: 0.0002 max mem: 44082
Test: Total time: 0:00:17 (0.6964 s / it)
* Acc@1 84.472 Acc@5 97.086 loss 0.901
Accuracy of the network on the 50000 test images: 84.5%
Max accuracy: 84.47%
Epoch: [7] [ 0/1251] eta: 1:44:04 lr: 0.000010 loss: 2.8658 (2.8658) time: 4.9920 data: 4.2120 max mem: 44082
Epoch: [7] [ 10/1251] eta: 0:24:46 lr: 0.000010 loss: 2.3218 (2.3194) time: 1.1980 data: 0.3831 max mem: 44082
Epoch: [7] [ 20/1251] eta: 0:20:45 lr: 0.000010 loss: 2.4765 (2.4007) time: 0.8129 data: 0.0003 max mem: 44082
Epoch: [7] [ 30/1251] eta: 0:19:15 lr: 0.000010 loss: 2.6249 (2.4125) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [7] [ 40/1251] eta: 0:18:26 lr: 0.000010 loss: 2.6478 (2.4743) time: 0.8103 data: 0.0003 max mem: 44082
Epoch: [7] [ 50/1251] eta: 0:17:53 lr: 0.000010 loss: 2.7498 (2.4938) time: 0.8120 data: 0.0003 max mem: 44082
Epoch: [7] [ 60/1251] eta: 0:17:27 lr: 0.000010 loss: 2.6176 (2.5110) time: 0.8100 data: 0.0003 max mem: 44082
Epoch: [7] [ 70/1251] eta: 0:17:06 lr: 0.000010 loss: 2.6653 (2.5370) time: 0.8084 data: 0.0003 max mem: 44082
Epoch: [7] [ 80/1251] eta: 0:16:49 lr: 0.000010 loss: 2.6810 (2.5519) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [7] [ 90/1251] eta: 0:16:33 lr: 0.000010 loss: 2.4929 (2.5271) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [7] [ 100/1251] eta: 0:16:19 lr: 0.000010 loss: 2.3904 (2.5399) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [7] [ 110/1251] eta: 0:16:06 lr: 0.000010 loss: 2.7812 (2.5505) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [7] [ 120/1251] eta: 0:15:54 lr: 0.000010 loss: 2.6351 (2.5488) time: 0.8103 data: 0.0003 max mem: 44082
Epoch: [7] [ 130/1251] eta: 0:15:43 lr: 0.000010 loss: 2.6393 (2.5593) time: 0.8108 data: 0.0003 max mem: 44082
Epoch: [7] [ 140/1251] eta: 0:15:31 lr: 0.000010 loss: 2.6424 (2.5420) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [7] [ 150/1251] eta: 0:15:21 lr: 0.000010 loss: 2.6655 (2.5619) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [7] [ 160/1251] eta: 0:15:10 lr: 0.000010 loss: 2.7260 (2.5564) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [7] [ 170/1251] eta: 0:15:00 lr: 0.000010 loss: 2.5958 (2.5582) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [7] [ 180/1251] eta: 0:14:50 lr: 0.000010 loss: 2.6317 (2.5575) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [7] [ 190/1251] eta: 0:14:41 lr: 0.000010 loss: 2.6778 (2.5623) time: 0.8101 data: 0.0003 max mem: 44082
Epoch: [7] [ 200/1251] eta: 0:14:31 lr: 0.000010 loss: 2.7253 (2.5744) time: 0.8094 data: 0.0003 max mem: 44082
Epoch: [7] [ 210/1251] eta: 0:14:22 lr: 0.000010 loss: 2.7396 (2.5732) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [7] [ 220/1251] eta: 0:14:13 lr: 0.000010 loss: 2.5666 (2.5769) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [7] [ 230/1251] eta: 0:14:03 lr: 0.000010 loss: 2.6269 (2.5767) time: 0.8098 data: 0.0003 max mem: 44082
Epoch: [7] [ 240/1251] eta: 0:13:54 lr: 0.000010 loss: 2.6433 (2.5793) time: 0.8093 data: 0.0003 max mem: 44082
Epoch: [7] [ 250/1251] eta: 0:13:45 lr: 0.000010 loss: 2.6938 (2.5855) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [7] [ 260/1251] eta: 0:13:36 lr: 0.000010 loss: 2.6938 (2.5863) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [7] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.6329 (2.5847) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [7] [ 280/1251] eta: 0:13:18 lr: 0.000010 loss: 2.5178 (2.5763) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [7] [ 290/1251] eta: 0:13:10 lr: 0.000010 loss: 2.5058 (2.5744) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [7] [ 300/1251] eta: 0:13:01 lr: 0.000010 loss: 2.6663 (2.5722) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [7] [ 310/1251] eta: 0:12:52 lr: 0.000010 loss: 2.6990 (2.5724) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [7] [ 320/1251] eta: 0:12:44 lr: 0.000010 loss: 2.7547 (2.5794) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [7] [ 330/1251] eta: 0:12:35 lr: 0.000010 loss: 2.8340 (2.5844) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [7] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.6082 (2.5832) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [7] [ 350/1251] eta: 0:12:18 lr: 0.000010 loss: 2.5621 (2.5836) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [7] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.6806 (2.5811) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [7] [ 370/1251] eta: 0:12:01 lr: 0.000010 loss: 2.5850 (2.5825) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [7] [ 380/1251] eta: 0:11:52 lr: 0.000010 loss: 2.5094 (2.5825) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [7] [ 390/1251] eta: 0:11:44 lr: 0.000010 loss: 2.6195 (2.5871) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [7] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.5924 (2.5831) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [7] [ 410/1251] eta: 0:11:27 lr: 0.000010 loss: 2.4921 (2.5843) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [7] [ 420/1251] eta: 0:11:19 lr: 0.000010 loss: 2.6862 (2.5870) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [7] [ 430/1251] eta: 0:11:10 lr: 0.000010 loss: 2.5784 (2.5859) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [7] [ 440/1251] eta: 0:11:02 lr: 0.000010 loss: 2.4931 (2.5805) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [7] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.4597 (2.5797) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [7] [ 460/1251] eta: 0:10:45 lr: 0.000010 loss: 2.4597 (2.5771) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [7] [ 470/1251] eta: 0:10:37 lr: 0.000010 loss: 2.5728 (2.5779) time: 0.8032 data: 0.0003 max mem: 44082