Epoch: 0001 train_loss= 0.69973 train_acc= 0.53091 val_loss= 0.68930 val_acc= 0.59016 time= 0.51568
Epoch: 0002 train_loss= 0.69745 train_acc= 0.52545 val_loss= 0.69032 val_acc= 0.59016 time= 0.00000
Epoch: 0003 train_loss= 0.69730 train_acc= 0.51091 val_loss= 0.69102 val_acc= 0.59016 time= 0.01563
Epoch: 0004 train_loss= 0.69635 train_acc= 0.51818 val_loss= 0.69155 val_acc= 0.59016 time= 0.00000
Epoch: 0005 train_loss= 0.69691 train_acc= 0.52182 val_loss= 0.69211 val_acc= 0.59016 time= 0.01563
Epoch: 0006 train_loss= 0.69725 train_acc= 0.50727 val_loss= 0.69224 val_acc= 0.59016 time= 0.00000
Epoch: 0007 train_loss= 0.69728 train_acc= 0.50182 val_loss= 0.69197 val_acc= 0.59016 time= 0.00000
Epoch: 0008 train_loss= 0.69571 train_acc= 0.51455 val_loss= 0.69137 val_acc= 0.59016 time= 0.01563
Epoch: 0009 train_loss= 0.69414 train_acc= 0.50909 val_loss= 0.69022 val_acc= 0.59016 time= 0.00000
Epoch: 0010 train_loss= 0.69430 train_acc= 0.50364 val_loss= 0.68877 val_acc= 0.59016 time= 0.00000
Epoch: 0011 train_loss= 0.69476 train_acc= 0.52727 val_loss= 0.68758 val_acc= 0.59016 time= 0.01563
Epoch: 0012 train_loss= 0.69514 train_acc= 0.51455 val_loss= 0.68674 val_acc= 0.59016 time= 0.00000
Epoch: 0013 train_loss= 0.69434 train_acc= 0.52182 val_loss= 0.68619 val_acc= 0.59016 time= 0.00000
Epoch: 0014 train_loss= 0.69330 train_acc= 0.52364 val_loss= 0.68606 val_acc= 0.59016 time= 0.01563
Epoch: 0015 train_loss= 0.69193 train_acc= 0.53273 val_loss= 0.68575 val_acc= 0.59016 time= 0.00000
Epoch: 0016 train_loss= 0.69357 train_acc= 0.52545 val_loss= 0.68547 val_acc= 0.59016 time= 0.00000
Epoch: 0017 train_loss= 0.69484 train_acc= 0.50545 val_loss= 0.68560 val_acc= 0.59016 time= 0.01563
Epoch: 0018 train_loss= 0.69305 train_acc= 0.52545 val_loss= 0.68596 val_acc= 0.59016 time= 0.00000
Epoch: 0019 train_loss= 0.69406 train_acc= 0.51455 val_loss= 0.68651 val_acc= 0.59016 time= 0.01880
Epoch: 0020 train_loss= 0.69110 train_acc= 0.53455 val_loss= 0.68687 val_acc= 0.59016 time= 0.00000
Early stopping...
Optimization Finished!
Test set results: cost= 0.69191 accuracy= 0.54918 time= 0.00000 
