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output_1_convergence.log
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[HDF5File: (16777216 / FILE) /home/ubuntu/gsf-project/data/hdf-5/database.hdf5]
[0m==> doing epoch on training data:[0m
[0m==> online epoch # 1[0m
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[0mEpoch: [1][4/250] Time 11.399 Err 0.6850 Acc: 37.50 LR 1e-01 DataLoadingTime 11.821[0m
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[0mEpoch: [1][5/250] Time 11.410 Err 0.6006 Acc: 50.00 LR 1e-01 DataLoadingTime 9.785[0m
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[0mEpoch: [1][13/250] Time 11.377 Err 0.8941 Acc: 75.00 LR 1e-01 DataLoadingTime 13.206[0m
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[0mEpoch: [1][17/250] Time 11.399 Err 0.5632 Acc: 25.00 LR 1e-01 DataLoadingTime 10.120[0m
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[0mEpoch: [1][18/250] Time 11.385 Err 0.8130 Acc: 50.00 LR 1e-01 DataLoadingTime 14.571[0m
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[0mEpoch: [1][19/250] Time 11.367 Err 0.5241 Acc: 37.50 LR 1e-01 DataLoadingTime 13.508[0m
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[0mEpoch: [1][21/250] Time 11.385 Err 0.8989 Acc: 75.00 LR 1e-01 DataLoadingTime 12.337[0m
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[torch.FloatTensor of size 8x2]
[0mEpoch: [1][22/250] Time 11.363 Err 0.8132 Acc: 50.00 LR 1e-01 DataLoadingTime 11.615[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.CudaTensor of size 8x2]
0.9999 0.0001
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0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][23/250] Time 11.391 Err 0.4383 Acc: 12.50 LR 1e-01 DataLoadingTime 9.831[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9998 0.0002
[torch.CudaTensor of size 8x2]
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9998 0.0002
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][24/250] Time 11.350 Err 0.6882 Acc: 37.50 LR 1e-01 DataLoadingTime 13.377[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.CudaTensor of size 8x2]
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][25/250] Time 11.369 Err 0.5633 Acc: 25.00 LR 1e-01 DataLoadingTime 13.562[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.CudaTensor of size 8x2]
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][26/250] Time 11.390 Err 0.8990 Acc: 75.00 LR 1e-01 DataLoadingTime 14.039[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.CudaTensor of size 8x2]
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][27/250] Time 11.394 Err 0.9382 Acc: 62.50 LR 1e-01 DataLoadingTime 12.590[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.CudaTensor of size 8x2]
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][28/250] Time 11.380 Err 0.6491 Acc: 50.00 LR 1e-01 DataLoadingTime 10.972[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][29/250] Time 11.363 Err 0.6491 Acc: 50.00 LR 1e-01 DataLoadingTime 17.594[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][30/250] Time 11.382 Err 0.2741 Acc: 12.50 LR 1e-01 DataLoadingTime 13.062[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][31/250] Time 11.377 Err 0.6883 Acc: 37.50 LR 1e-01 DataLoadingTime 15.146[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][32/250] Time 11.382 Err 0.8991 Acc: 75.00 LR 1e-01 DataLoadingTime 8.590[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][33/250] Time 11.375 Err 0.8132 Acc: 50.00 LR 1e-01 DataLoadingTime 12.459[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][34/250] Time 11.357 Err 0.6883 Acc: 37.50 LR 1e-01 DataLoadingTime 14.162[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][35/250] Time 11.346 Err 0.6883 Acc: 37.50 LR 1e-01 DataLoadingTime 9.563[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][36/250] Time 11.437 Err 0.5241 Acc: 37.50 LR 1e-01 DataLoadingTime 12.739[0m
1.0000 0.0000
1.0000 0.0000
0.9999 0.0001
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
0.9999 0.0001
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][37/250] Time 11.383 Err 0.7741 Acc: 62.50 LR 1e-01 DataLoadingTime 8.048[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][38/250] Time 11.367 Err 0.9382 Acc: 62.50 LR 1e-01 DataLoadingTime 15.948[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
0.9999 0.0001
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
0.9999 0.0001
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][39/250] Time 11.374 Err 1.0241 Acc: 87.50 LR 1e-01 DataLoadingTime 11.754[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][40/250] Time 11.382 Err 0.5633 Acc: 25.00 LR 1e-01 DataLoadingTime 12.351[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][41/250] Time 11.449 Err 0.9382 Acc: 62.50 LR 1e-01 DataLoadingTime 12.446[0m
0.9999 0.0001
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
0.9999 0.0001
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][42/250] Time 11.429 Err 0.7741 Acc: 62.50 LR 1e-01 DataLoadingTime 10.179[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.CudaTensor of size 8x2]
0.9999 0.0001
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0.9999 0.0001
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0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][43/250] Time 11.392 Err 0.8132 Acc: 50.00 LR 1e-01 DataLoadingTime 11.625[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.CudaTensor of size 8x2]
0.9999 0.0001
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0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][44/250] Time 11.433 Err 1.0241 Acc: 87.50 LR 1e-01 DataLoadingTime 12.075[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
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0.9999 0.0001
[torch.CudaTensor of size 8x2]
0.9999 0.0001
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0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][45/250] Time 11.387 Err 0.5633 Acc: 25.00 LR 1e-01 DataLoadingTime 10.400[0m
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.CudaTensor of size 8x2]
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
0.9999 0.0001
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][46/250] Time 11.389 Err 0.8132 Acc: 50.00 LR 1e-01 DataLoadingTime 10.311[0m
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.CudaTensor of size 8x2]
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
1.0000 0.0000
[torch.FloatTensor of size 8x2]
[0mEpoch: [1][47/250] Time 11.389 Err 0.6883 Acc: 37.50 LR 1e-01 DataLoadingTime 10.125[0m