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Diffstat (limited to 'training_results/env1/NAdam_lr002/MNIST')
-rw-r--r-- | training_results/env1/NAdam_lr002/MNIST | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/training_results/env1/NAdam_lr002/MNIST b/training_results/env1/NAdam_lr002/MNIST new file mode 100644 index 0000000..fd203c8 --- /dev/null +++ b/training_results/env1/NAdam_lr002/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 0.160434, Accuracy: 95.00% +Test Set - Loss: 0.0001, Accuracy: 98.29% + +MNIST: Epoch 2 - Avg Loss: 0.049701, Accuracy: 98.47% +Test Set - Loss: 0.0000, Accuracy: 98.66% + +MNIST: Epoch 3 - Avg Loss: 0.037278, Accuracy: 98.83% +Test Set - Loss: 0.0000, Accuracy: 98.51% + +MNIST: Epoch 4 - Avg Loss: 0.031198, Accuracy: 99.04% +Test Set - Loss: 0.0000, Accuracy: 98.76% + +MNIST: Epoch 5 - Avg Loss: 0.026165, Accuracy: 99.18% +Test Set - Loss: 0.0000, Accuracy: 98.88% + +MNIST: Epoch 6 - Avg Loss: 0.024116, Accuracy: 99.25% +Test Set - Loss: 0.0000, Accuracy: 98.91% + +MNIST: Epoch 7 - Avg Loss: 0.020606, Accuracy: 99.33% +Test Set - Loss: 0.0000, Accuracy: 98.86% + +MNIST: Epoch 8 - Avg Loss: 0.018274, Accuracy: 99.44% +Test Set - Loss: 0.0000, Accuracy: 98.91% + +MNIST: Epoch 9 - Avg Loss: 0.018810, Accuracy: 99.46% +Test Set - Loss: 0.0000, Accuracy: 99.01% + +MNIST: Epoch 10 - Avg Loss: 0.015997, Accuracy: 99.50% +Test Set - Loss: 0.0000, Accuracy: 98.87% |