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MNIST: Epoch 1 - Avg Loss: 0.312942, Accuracy: 90.23%
Test Set - Loss: 0.0001, Accuracy: 98.16%

MNIST: Epoch 2 - Avg Loss: 0.063010, Accuracy: 98.01%
Test Set - Loss: 0.0001, Accuracy: 97.98%

MNIST: Epoch 3 - Avg Loss: 0.043627, Accuracy: 98.63%
Test Set - Loss: 0.0000, Accuracy: 98.62%

MNIST: Epoch 4 - Avg Loss: 0.035296, Accuracy: 98.90%
Test Set - Loss: 0.0000, Accuracy: 98.77%

MNIST: Epoch 5 - Avg Loss: 0.029064, Accuracy: 99.07%
Test Set - Loss: 0.0000, Accuracy: 98.91%

MNIST: Epoch 6 - Avg Loss: 0.023820, Accuracy: 99.22%
Test Set - Loss: 0.0000, Accuracy: 98.68%

MNIST: Epoch 7 - Avg Loss: 0.018958, Accuracy: 99.40%
Test Set - Loss: 0.0000, Accuracy: 98.88%

MNIST: Epoch 8 - Avg Loss: 0.016465, Accuracy: 99.45%
Test Set - Loss: 0.0000, Accuracy: 99.03%

MNIST: Epoch 9 - Avg Loss: 0.015039, Accuracy: 99.49%
Test Set - Loss: 0.0000, Accuracy: 99.07%

MNIST: Epoch 10 - Avg Loss: 0.012170, Accuracy: 99.61%
Test Set - Loss: 0.0000, Accuracy: 99.02%