Epoch: 0001 train_loss= 2.08706 train_acc= 0.10782 val_loss= 2.08125 val_acc= 0.06897 time= 0.34377
Epoch: 0002 train_loss= 2.08399 train_acc= 0.16712 val_loss= 2.07636 val_acc= 0.06897 time= 0.01563
Epoch: 0003 train_loss= 2.08109 train_acc= 0.16981 val_loss= 2.07165 val_acc= 0.06897 time= 0.01562
Epoch: 0004 train_loss= 2.07863 train_acc= 0.16712 val_loss= 2.06693 val_acc= 0.06897 time= 0.00000
Epoch: 0005 train_loss= 2.07641 train_acc= 0.16712 val_loss= 2.06231 val_acc= 0.06897 time= 0.01563
Epoch: 0006 train_loss= 2.07447 train_acc= 0.16712 val_loss= 2.05789 val_acc= 0.06897 time= 0.00000
Epoch: 0007 train_loss= 2.07320 train_acc= 0.16712 val_loss= 2.05372 val_acc= 0.06897 time= 0.01562
Epoch: 0008 train_loss= 2.07197 train_acc= 0.16712 val_loss= 2.05005 val_acc= 0.06897 time= 0.01563
Epoch: 0009 train_loss= 2.07083 train_acc= 0.16712 val_loss= 2.04695 val_acc= 0.06897 time= 0.00000
Epoch: 0010 train_loss= 2.07026 train_acc= 0.16712 val_loss= 2.04439 val_acc= 0.06897 time= 0.01563
Epoch: 0011 train_loss= 2.06987 train_acc= 0.16712 val_loss= 2.04227 val_acc= 0.06897 time= 0.00000
Epoch: 0012 train_loss= 2.07013 train_acc= 0.16712 val_loss= 2.04083 val_acc= 0.06897 time= 0.01563
Epoch: 0013 train_loss= 2.06902 train_acc= 0.16712 val_loss= 2.03987 val_acc= 0.06897 time= 0.01563
Epoch: 0014 train_loss= 2.06859 train_acc= 0.16712 val_loss= 2.03934 val_acc= 0.06897 time= 0.00000
Epoch: 0015 train_loss= 2.06850 train_acc= 0.16712 val_loss= 2.03909 val_acc= 0.06897 time= 0.01563
Epoch: 0016 train_loss= 2.06855 train_acc= 0.16712 val_loss= 2.03910 val_acc= 0.06897 time= 0.00000
Epoch: 0017 train_loss= 2.06832 train_acc= 0.16712 val_loss= 2.03921 val_acc= 0.06897 time= 0.01563
Epoch: 0018 train_loss= 2.06806 train_acc= 0.16712 val_loss= 2.03950 val_acc= 0.06897 time= 0.01563
Epoch: 0019 train_loss= 2.06774 train_acc= 0.16712 val_loss= 2.04001 val_acc= 0.06897 time= 0.00000
Epoch: 0020 train_loss= 2.06732 train_acc= 0.16712 val_loss= 2.04039 val_acc= 0.06897 time= 0.01562
Early stopping...
Optimization Finished!
Test set results: cost= 2.08482 accuracy= 0.18644 time= 0.00000 
