Training History ================================================================================ Epoch 1: Train Loss: 0.782064 Train Accuracy: 0.796889 Val Accuracy: 0.914889 Learning Rate: 0.00010000 Epoch Time: 37.31s Epoch 2: Train Loss: 0.207995 Train Accuracy: 0.940963 Val Accuracy: 0.941111 Learning Rate: 0.00010000 Epoch Time: 33.06s Epoch 3: Train Loss: 0.117121 Train Accuracy: 0.966963 Val Accuracy: 0.949778 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 4: Train Loss: 0.072624 Train Accuracy: 0.981481 Val Accuracy: 0.950444 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 5: Train Loss: 0.057926 Train Accuracy: 0.984148 Val Accuracy: 0.949333 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 6: Train Loss: 0.047323 Train Accuracy: 0.987630 Val Accuracy: 0.952444 Learning Rate: 0.00010000 Epoch Time: 33.07s Epoch 7: Train Loss: 0.042567 Train Accuracy: 0.987630 Val Accuracy: 0.955333 Learning Rate: 0.00010000 Epoch Time: 33.12s Epoch 8: Train Loss: 0.036085 Train Accuracy: 0.990074 Val Accuracy: 0.956444 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 9: Train Loss: 0.030210 Train Accuracy: 0.991556 Val Accuracy: 0.953111 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 10: Train Loss: 0.033506 Train Accuracy: 0.990593 Val Accuracy: 0.956222 Learning Rate: 0.00010000 Epoch Time: 33.09s Epoch 11: Train Loss: 0.027432 Train Accuracy: 0.992519 Val Accuracy: 0.957556 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 12: Train Loss: 0.027744 Train Accuracy: 0.991926 Val Accuracy: 0.956000 Learning Rate: 0.00010000 Epoch Time: 33.09s Epoch 13: Train Loss: 0.026804 Train Accuracy: 0.991778 Val Accuracy: 0.959111 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 14: Train Loss: 0.024633 Train Accuracy: 0.992444 Val Accuracy: 0.958889 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 15: Train Loss: 0.025374 Train Accuracy: 0.992815 Val Accuracy: 0.959111 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 16: Train Loss: 0.021128 Train Accuracy: 0.993630 Val Accuracy: 0.957111 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 17: Train Loss: 0.020442 Train Accuracy: 0.994148 Val Accuracy: 0.962000 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 18: Train Loss: 0.016865 Train Accuracy: 0.994963 Val Accuracy: 0.959333 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 19: Train Loss: 0.019852 Train Accuracy: 0.994148 Val Accuracy: 0.958667 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 20: Train Loss: 0.021633 Train Accuracy: 0.992296 Val Accuracy: 0.958444 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 21: Train Loss: 0.024195 Train Accuracy: 0.992519 Val Accuracy: 0.959778 Learning Rate: 0.00010000 Epoch Time: 33.09s Epoch 22: Train Loss: 0.018204 Train Accuracy: 0.995037 Val Accuracy: 0.959111 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 23: Train Loss: 0.018052 Train Accuracy: 0.994074 Val Accuracy: 0.957778 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 24: Train Loss: 0.014583 Train Accuracy: 0.995704 Val Accuracy: 0.960000 Learning Rate: 0.00005000 Epoch Time: 33.10s Epoch 25: Train Loss: 0.009234 Train Accuracy: 0.997333 Val Accuracy: 0.959778 Learning Rate: 0.00005000 Epoch Time: 33.10s Epoch 26: Train Loss: 0.010239 Train Accuracy: 0.996667 Val Accuracy: 0.958667 Learning Rate: 0.00005000 Epoch Time: 33.10s Epoch 27: Train Loss: 0.011204 Train Accuracy: 0.996667 Val Accuracy: 0.960000 Learning Rate: 0.00005000 Epoch Time: 33.08s