Epoch: 0001 train_loss= 0.69889 train_acc= 0.51429 val_loss= 0.68983 val_acc= 0.63934 time= 0.77620
Epoch: 0002 train_loss= 0.69810 train_acc= 0.51169 val_loss= 0.69140 val_acc= 0.63934 time= 0.00600
Epoch: 0003 train_loss= 0.69676 train_acc= 0.51299 val_loss= 0.69215 val_acc= 0.63934 time= 0.00600
Epoch: 0004 train_loss= 0.69683 train_acc= 0.50390 val_loss= 0.69273 val_acc= 0.63934 time= 0.00600
Epoch: 0005 train_loss= 0.69640 train_acc= 0.50909 val_loss= 0.69265 val_acc= 0.63934 time= 0.00700
Epoch: 0006 train_loss= 0.69592 train_acc= 0.51169 val_loss= 0.69227 val_acc= 0.63934 time= 0.00801
Epoch: 0007 train_loss= 0.69533 train_acc= 0.51039 val_loss= 0.69168 val_acc= 0.63934 time= 0.00700
Epoch: 0008 train_loss= 0.69514 train_acc= 0.51039 val_loss= 0.69085 val_acc= 0.63934 time= 0.00800
Epoch: 0009 train_loss= 0.69453 train_acc= 0.50909 val_loss= 0.68998 val_acc= 0.63934 time= 0.00800
Epoch: 0010 train_loss= 0.69455 train_acc= 0.50649 val_loss= 0.68919 val_acc= 0.63934 time= 0.00800
Epoch: 0011 train_loss= 0.69462 train_acc= 0.50649 val_loss= 0.68853 val_acc= 0.63934 time= 0.00700
Epoch: 0012 train_loss= 0.69387 train_acc= 0.51039 val_loss= 0.68811 val_acc= 0.63934 time= 0.00700
Epoch: 0013 train_loss= 0.69380 train_acc= 0.51299 val_loss= 0.68771 val_acc= 0.63934 time= 0.00700
Epoch: 0014 train_loss= 0.69340 train_acc= 0.50390 val_loss= 0.68743 val_acc= 0.63934 time= 0.00700
Epoch: 0015 train_loss= 0.69388 train_acc= 0.50909 val_loss= 0.68729 val_acc= 0.63934 time= 0.00800
Epoch: 0016 train_loss= 0.69283 train_acc= 0.51169 val_loss= 0.68738 val_acc= 0.63934 time= 0.00700
Epoch: 0017 train_loss= 0.69247 train_acc= 0.51039 val_loss= 0.68756 val_acc= 0.63934 time= 0.00600
Epoch: 0018 train_loss= 0.69276 train_acc= 0.51429 val_loss= 0.68781 val_acc= 0.63934 time= 0.00700
Epoch: 0019 train_loss= 0.69351 train_acc= 0.50909 val_loss= 0.68796 val_acc= 0.63934 time= 0.00800
Epoch: 0020 train_loss= 0.69254 train_acc= 0.51299 val_loss= 0.68808 val_acc= 0.63934 time= 0.00600
Early stopping...
Optimization Finished!
Test set results: cost= 0.68949 accuracy= 0.55738 time= 0.00300 
