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‎.idea/misc.xml

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‎.idea/modules.xml

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‎.idea/pruning.iml

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‎.idea/vcs.xml

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‎.idea/workspace.xml

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‎__pycache__/prune.cpython-37.pyc

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‎__pycache__/train.cpython-37.pyc

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‎checkpoint/vgg16/prune/2020-05-30/flops_and_params

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flops:207.102M params:5.400M

‎checkpoint/vgg16/prune/2020-05-30/prunedParam.pth

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‎checkpoint/vgg16/prune/prunedParam.pth

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‎checkpoint/vgg16/retrain/2020-05-30/Best.txt

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Epoch:1 Loss:0.324 lr:0.00100 acc1:93.270% acc5:99.380%
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Epoch:2 Loss:0.334 lr:0.00100 acc1:93.350% acc5:99.390%
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Epoch:3 Loss:0.322 lr:0.00100 acc1:93.460% acc5:99.470%
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Epoch:13 Loss:0.330 lr:0.00100 acc1:93.470% acc5:99.470%
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Epoch:14 Loss:0.322 lr:0.00100 acc1:93.520% acc5:99.550%
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Epoch:29 Loss:0.328 lr:0.00100 acc1:93.570% acc5:99.510%

‎checkpoint/vgg16/retrain/2020-05-30/EpochLog.txt

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Epoch:1 Loss:0.005 lr:0.00100 acc1:99.922% acc5:100.000%
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Epoch:2 Loss:0.004 lr:0.00100 acc1:99.932% acc5:99.998%
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Epoch:3 Loss:0.004 lr:0.00100 acc1:99.946% acc5:99.998%
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Epoch:4 Loss:0.003 lr:0.00100 acc1:99.956% acc5:100.000%
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Epoch:5 Loss:0.004 lr:0.00100 acc1:99.942% acc5:100.000%
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Epoch:6 Loss:0.003 lr:0.00100 acc1:99.970% acc5:100.000%
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Epoch:7 Loss:0.003 lr:0.00100 acc1:99.940% acc5:100.000%
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Epoch:8 Loss:0.003 lr:0.00100 acc1:99.962% acc5:100.000%
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Epoch:9 Loss:0.003 lr:0.00100 acc1:99.960% acc5:100.000%
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Epoch:10 Loss:0.003 lr:0.00100 acc1:99.948% acc5:100.000%
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Epoch:11 Loss:0.004 lr:0.00100 acc1:99.956% acc5:100.000%
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Epoch:12 Loss:0.003 lr:0.00100 acc1:99.962% acc5:100.000%
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Epoch:13 Loss:0.003 lr:0.00100 acc1:99.976% acc5:100.000%
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Epoch:14 Loss:0.003 lr:0.00100 acc1:99.960% acc5:100.000%
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Epoch:15 Loss:0.003 lr:0.00100 acc1:99.960% acc5:100.000%
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Epoch:16 Loss:0.002 lr:0.00100 acc1:99.978% acc5:100.000%
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Epoch:17 Loss:0.003 lr:0.00100 acc1:99.960% acc5:100.000%
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Epoch:18 Loss:0.003 lr:0.00100 acc1:99.966% acc5:100.000%
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Epoch:19 Loss:0.003 lr:0.00100 acc1:99.954% acc5:100.000%
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Epoch:20 Loss:0.003 lr:0.00100 acc1:99.964% acc5:100.000%
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Epoch:21 Loss:0.003 lr:0.00100 acc1:99.944% acc5:100.000%
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Epoch:22 Loss:0.003 lr:0.00100 acc1:99.948% acc5:100.000%
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Epoch:23 Loss:0.003 lr:0.00100 acc1:99.958% acc5:100.000%
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Epoch:24 Loss:0.003 lr:0.00100 acc1:99.970% acc5:99.998%
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Epoch:25 Loss:0.003 lr:0.00100 acc1:99.966% acc5:100.000%
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Epoch:26 Loss:0.003 lr:0.00100 acc1:99.956% acc5:100.000%
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Epoch:27 Loss:0.003 lr:0.00100 acc1:99.948% acc5:100.000%
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Epoch:28 Loss:0.003 lr:0.00100 acc1:99.964% acc5:100.000%
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Epoch:29 Loss:0.003 lr:0.00100 acc1:99.960% acc5:100.000%
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Epoch:30 Loss:0.003 lr:0.00100 acc1:99.964% acc5:100.000%
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Epoch:31 Loss:0.003 lr:0.00100 acc1:99.970% acc5:99.998%
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Epoch:32 Loss:0.002 lr:0.00100 acc1:99.974% acc5:100.000%
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Epoch:33 Loss:0.003 lr:0.00100 acc1:99.974% acc5:100.000%
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Epoch:34 Loss:0.003 lr:0.00100 acc1:99.976% acc5:100.000%
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Epoch:35 Loss:0.003 lr:0.00100 acc1:99.974% acc5:100.000%
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Epoch:36 Loss:0.003 lr:0.00100 acc1:99.960% acc5:100.000%
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Epoch:37 Loss:0.002 lr:0.00100 acc1:99.980% acc5:100.000%
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Epoch:38 Loss:0.003 lr:0.00100 acc1:99.966% acc5:100.000%
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Epoch:39 Loss:0.003 lr:0.00100 acc1:99.954% acc5:100.000%
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Epoch:40 Loss:0.003 lr:0.00100 acc1:99.952% acc5:100.000%

‎checkpoint/vgg16/retrain/2020-05-30/EvalLog.txt

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Epoch:1 Loss:0.324 lr:0.00100 acc1:93.270% acc5:99.380%
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Epoch:2 Loss:0.334 lr:0.00100 acc1:93.350% acc5:99.390%
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Epoch:3 Loss:0.322 lr:0.00100 acc1:93.460% acc5:99.470%
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Epoch:4 Loss:0.328 lr:0.00100 acc1:93.360% acc5:99.480%
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Epoch:5 Loss:0.323 lr:0.00100 acc1:93.310% acc5:99.550%
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Epoch:6 Loss:0.331 lr:0.00100 acc1:93.240% acc5:99.450%
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Epoch:7 Loss:0.323 lr:0.00100 acc1:93.450% acc5:99.480%
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Epoch:8 Loss:0.320 lr:0.00100 acc1:93.440% acc5:99.510%
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Epoch:9 Loss:0.324 lr:0.00100 acc1:93.410% acc5:99.450%
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Epoch:10 Loss:0.339 lr:0.00100 acc1:93.310% acc5:99.460%
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Epoch:11 Loss:0.329 lr:0.00100 acc1:93.350% acc5:99.540%
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Epoch:12 Loss:0.328 lr:0.00100 acc1:93.410% acc5:99.540%
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Epoch:13 Loss:0.330 lr:0.00100 acc1:93.470% acc5:99.470%
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Epoch:14 Loss:0.322 lr:0.00100 acc1:93.520% acc5:99.550%
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Epoch:15 Loss:0.325 lr:0.00100 acc1:93.340% acc5:99.550%
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Epoch:16 Loss:0.327 lr:0.00100 acc1:93.330% acc5:99.510%
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Epoch:17 Loss:0.322 lr:0.00100 acc1:93.470% acc5:99.560%
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Epoch:18 Loss:0.328 lr:0.00100 acc1:93.400% acc5:99.510%
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Epoch:19 Loss:0.332 lr:0.00100 acc1:93.230% acc5:99.520%
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Epoch:20 Loss:0.331 lr:0.00100 acc1:93.230% acc5:99.440%
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Epoch:21 Loss:0.341 lr:0.00100 acc1:93.350% acc5:99.470%
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Epoch:22 Loss:0.336 lr:0.00100 acc1:93.330% acc5:99.430%
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Epoch:23 Loss:0.328 lr:0.00100 acc1:93.490% acc5:99.490%
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Epoch:24 Loss:0.344 lr:0.00100 acc1:93.380% acc5:99.460%
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Epoch:25 Loss:0.344 lr:0.00100 acc1:93.480% acc5:99.500%
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Epoch:26 Loss:0.344 lr:0.00100 acc1:93.330% acc5:99.480%
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Epoch:27 Loss:0.337 lr:0.00100 acc1:93.360% acc5:99.520%
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Epoch:28 Loss:0.339 lr:0.00100 acc1:93.130% acc5:99.500%
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Epoch:29 Loss:0.328 lr:0.00100 acc1:93.570% acc5:99.510%
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Epoch:30 Loss:0.332 lr:0.00100 acc1:93.480% acc5:99.510%
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Epoch:31 Loss:0.334 lr:0.00100 acc1:93.520% acc5:99.560%
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Epoch:32 Loss:0.332 lr:0.00100 acc1:93.440% acc5:99.550%
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Epoch:33 Loss:0.337 lr:0.00100 acc1:93.480% acc5:99.500%
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Epoch:34 Loss:0.344 lr:0.00100 acc1:93.280% acc5:99.440%
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Epoch:35 Loss:0.340 lr:0.00100 acc1:93.390% acc5:99.480%
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Epoch:36 Loss:0.326 lr:0.00100 acc1:93.470% acc5:99.520%
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Epoch:37 Loss:0.327 lr:0.00100 acc1:93.470% acc5:99.460%
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Epoch:38 Loss:0.334 lr:0.00100 acc1:93.550% acc5:99.530%
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Epoch:39 Loss:0.335 lr:0.00100 acc1:93.410% acc5:99.430%
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Epoch:40 Loss:0.335 lr:0.00100 acc1:93.410% acc5:99.410%

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