deepID deepid_class

Training the model ...

epoch 0, minibatch_index 199/200, error 0.980000

epoch 0, train_score 0.981920, valid_score 0.985120

epoch 1, minibatch_index 199/200, error 0.970000

epoch 1, train_score 0.966220, valid_score 0.978880

epoch 2, minibatch_index 199/200, error 0.936000

epoch 2, train_score 0.939180, valid_score 0.962000

epoch 3, minibatch_index 199/200, error 0.902000

epoch 3, train_score 0.909490, valid_score 0.951280

epoch 4, minibatch_index 199/200, error 0.860000

epoch 4, train_score 0.880050, valid_score 0.936960

epoch 5, minibatch_index 199/200, error 0.816000

epoch 5, train_score 0.850390, valid_score 0.923360

epoch 6, minibatch_index 199/200, error 0.842000

epoch 6, train_score 0.821610, valid_score 0.921840

epoch 7, minibatch_index 199/200, error 0.818000

epoch 7, train_score 0.794550, valid_score 0.909680

epoch 8, minibatch_index 199/200, error 0.760000

epoch 8, train_score 0.767890, valid_score 0.905840

epoch 9, minibatch_index 199/200, error 0.754000

epoch 9, train_score 0.746010, valid_score 0.886640

epoch 10, minibatch_index 199/200, error 0.712000

epoch 10, train_score 0.725360, valid_score 0.873920

epoch 11, minibatch_index 199/200, error 0.708000

epoch 11, train_score 0.706780, valid_score 0.872000

epoch 12, minibatch_index 199/200, error 0.684000

epoch 12, train_score 0.685420, valid_score 0.868400

epoch 13, minibatch_index 199/200, error 0.706000

epoch 13, train_score 0.670460, valid_score 0.871440

epoch 14, minibatch_index 199/200, error 0.658000

epoch 14, train_score 0.657160, valid_score 0.847920

epoch 15, minibatch_index 199/200, error 0.642000

epoch 15, train_score 0.639900, valid_score 0.844800

epoch 16, minibatch_index 199/200, error 0.640000

epoch 16, train_score 0.626590, valid_score 0.844640

epoch 17, minibatch_index 199/200, error 0.596000

epoch 17, train_score 0.612180, valid_score 0.830720

epoch 18, minibatch_index 199/200, error 0.638000

epoch 18, train_score 0.601290, valid_score 0.841360

epoch 19, minibatch_index 199/200, error 0.592000

epoch 19, train_score 0.587440, valid_score 0.823840

0 0.98192 0.98512

1 0.96622 0.97888

2 0.93918 0.962

3 0.90949 0.95128

4 0.88005 0.93696

5 0.85039 0.92336

6 0.82161 0.92184

7 0.79455 0.90968

8 0.76789 0.90584

9 0.74601 0.88664

10 0.72536 0.87392

11 0.70678 0.872

12 0.68542 0.8684

13 0.67046 0.87144

14 0.65716 0.84792

15 0.6399 0.8448

16 0.62659 0.84464

17 0.61218 0.83072

18 0.60129 0.84136

19 0.58744 0.82384