Epoch: 0001 train_loss= 2.08938 train_acc= 0.10566 val_loss= 2.08086 val_acc= 0.10345 time= 0.56254
Epoch: 0002 train_loss= 2.08553 train_acc= 0.11698 val_loss= 2.08031 val_acc= 0.13793 time= 0.00000
Epoch: 0003 train_loss= 2.08382 train_acc= 0.11321 val_loss= 2.07978 val_acc= 0.20690 time= 0.00000
Epoch: 0004 train_loss= 2.08311 train_acc= 0.15094 val_loss= 2.07927 val_acc= 0.17241 time= 0.00000
Epoch: 0005 train_loss= 2.08152 train_acc= 0.15849 val_loss= 2.07879 val_acc= 0.17241 time= 0.00000
Epoch: 0006 train_loss= 2.08095 train_acc= 0.18491 val_loss= 2.07830 val_acc= 0.17241 time= 0.00000
Epoch: 0007 train_loss= 2.07717 train_acc= 0.18491 val_loss= 2.07784 val_acc= 0.17241 time= 0.01563
Epoch: 0008 train_loss= 2.07423 train_acc= 0.18113 val_loss= 2.07739 val_acc= 0.17241 time= 0.00000
Epoch: 0009 train_loss= 2.07251 train_acc= 0.18113 val_loss= 2.07696 val_acc= 0.17241 time= 0.00000
Epoch: 0010 train_loss= 2.07297 train_acc= 0.18113 val_loss= 2.07657 val_acc= 0.17241 time= 0.01563
Epoch: 0011 train_loss= 2.06811 train_acc= 0.18113 val_loss= 2.07620 val_acc= 0.17241 time= 0.00000
Epoch: 0012 train_loss= 2.06719 train_acc= 0.18491 val_loss= 2.07587 val_acc= 0.17241 time= 0.00000
Epoch: 0013 train_loss= 2.06625 train_acc= 0.18113 val_loss= 2.07557 val_acc= 0.17241 time= 0.01563
Epoch: 0014 train_loss= 2.06355 train_acc= 0.18113 val_loss= 2.07534 val_acc= 0.17241 time= 0.00000
Epoch: 0015 train_loss= 2.06219 train_acc= 0.18113 val_loss= 2.07516 val_acc= 0.17241 time= 0.00000
Epoch: 0016 train_loss= 2.06071 train_acc= 0.18113 val_loss= 2.07510 val_acc= 0.17241 time= 0.01563
Epoch: 0017 train_loss= 2.05642 train_acc= 0.18113 val_loss= 2.07515 val_acc= 0.17241 time= 0.00000
Epoch: 0018 train_loss= 2.05383 train_acc= 0.18491 val_loss= 2.07533 val_acc= 0.17241 time= 0.01563
Epoch: 0019 train_loss= 2.05363 train_acc= 0.18113 val_loss= 2.07568 val_acc= 0.17241 time= 0.00000
Epoch: 0020 train_loss= 2.05182 train_acc= 0.18113 val_loss= 2.07626 val_acc= 0.17241 time= 0.00000
Early stopping...
Optimization Finished!
Test set results: cost= 2.07446 accuracy= 0.16949 time= 0.00000 
