Summer-2018-research

first unfined training log

Epoch 2 --- Training Accuracy: 37.5%, Validation Accuracy: 40.6%, Validation Loss: 1.494
Epoch 3 --- Training Accuracy: 53.1%, Validation Accuracy: 59.4%, Validation Loss: 1.110
Epoch 4 --- Training Accuracy: 65.6%, Validation Accuracy: 68.8%, Validation Loss: 1.090
Epoch 5 --- Training Accuracy: 68.8%, Validation Accuracy: 62.5%, Validation Loss: 1.092
Epoch 6 --- Training Accuracy: 65.6%, Validation Accuracy: 46.9%, Validation Loss: 1.132
Epoch 7 --- Training Accuracy: 68.8%, Validation Accuracy: 62.5%, Validation Loss: 1.136
Epoch 8 --- Training Accuracy: 65.6%, Validation Accuracy: 78.1%, Validation Loss: 0.696
Epoch 9 --- Training Accuracy: 71.9%, Validation Accuracy: 65.6%, Validation Loss: 0.883
Epoch 10 --- Training Accuracy: 78.1%, Validation Accuracy: 71.9%, Validation Loss: 0.785
Epoch 11 --- Training Accuracy: 75.0%, Validation Accuracy: 65.6%, Validation Loss: 1.013
Epoch 12 --- Training Accuracy: 78.1%, Validation Accuracy: 59.4%, Validation Loss: 0.957
Epoch 13 --- Training Accuracy: 78.1%, Validation Accuracy: 75.0%, Validation Loss: 0.677
Epoch 14 --- Training Accuracy: 81.2%, Validation Accuracy: 68.8%, Validation Loss: 0.835
Epoch 15 --- Training Accuracy: 84.4%, Validation Accuracy: 65.6%, Validation Loss: 0.796
Epoch 16 --- Training Accuracy: 81.2%, Validation Accuracy: 68.8%, Validation Loss: 1.029
Epoch 17 --- Training Accuracy: 84.4%, Validation Accuracy: 56.2%, Validation Loss: 1.297
Epoch 18 --- Training Accuracy: 81.2%, Validation Accuracy: 87.5%, Validation Loss: 0.561
Time elapsed: 2:20:37