MNIST: Epoch 1 - Avg Loss: 2.301629, Accuracy: 12.35%
Test Set - Loss: 0.0023, Accuracy: 13.35%

MNIST: Epoch 2 - Avg Loss: 2.297156, Accuracy: 14.30%
Test Set - Loss: 0.0023, Accuracy: 14.97%

MNIST: Epoch 3 - Avg Loss: 2.290805, Accuracy: 19.35%
Test Set - Loss: 0.0023, Accuracy: 26.36%

MNIST: Epoch 4 - Avg Loss: 2.278976, Accuracy: 32.53%
Test Set - Loss: 0.0023, Accuracy: 36.21%

MNIST: Epoch 5 - Avg Loss: 2.247882, Accuracy: 37.81%
Test Set - Loss: 0.0022, Accuracy: 38.21%

MNIST: Epoch 6 - Avg Loss: 2.111991, Accuracy: 45.10%
Test Set - Loss: 0.0019, Accuracy: 55.52%

MNIST: Epoch 7 - Avg Loss: 1.385476, Accuracy: 68.85%
Test Set - Loss: 0.0009, Accuracy: 78.59%

MNIST: Epoch 8 - Avg Loss: 0.709682, Accuracy: 80.62%
Test Set - Loss: 0.0006, Accuracy: 83.57%

MNIST: Epoch 9 - Avg Loss: 0.551874, Accuracy: 84.08%
Test Set - Loss: 0.0005, Accuracy: 85.80%

MNIST: Epoch 10 - Avg Loss: 0.481764, Accuracy: 85.94%
Test Set - Loss: 0.0004, Accuracy: 87.28%