2 files changed, 58 insertions, 0 deletions
diff --git a/training_results/env1/ReLU_tr01/FashionMNIST b/training_results/env1/ReLU_tr01/FashionMNIST
new file mode 100644
index 0000000..da02243
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+++ b/training_results/env1/ReLU_tr01/FashionMNIST
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+FashionMNIST: Epoch 1 - Avg Loss: 0.743093, Accuracy: 72.53%
+Test Set - Loss: 0.0005, Accuracy: 81.53%
+
+FashionMNIST: Epoch 2 - Avg Loss: 0.411287, Accuracy: 84.85%
+Test Set - Loss: 0.0004, Accuracy: 85.97%
+
+FashionMNIST: Epoch 3 - Avg Loss: 0.353779, Accuracy: 86.93%
+Test Set - Loss: 0.0004, Accuracy: 86.91%
+
+FashionMNIST: Epoch 4 - Avg Loss: 0.315969, Accuracy: 88.33%
+Test Set - Loss: 0.0004, Accuracy: 87.19%
+
+FashionMNIST: Epoch 5 - Avg Loss: 0.293813, Accuracy: 89.04%
+Test Set - Loss: 0.0003, Accuracy: 87.88%
+
+FashionMNIST: Epoch 6 - Avg Loss: 0.275946, Accuracy: 89.68%
+Test Set - Loss: 0.0003, Accuracy: 88.43%
+
+FashionMNIST: Epoch 7 - Avg Loss: 0.262246, Accuracy: 90.34%
+Test Set - Loss: 0.0003, Accuracy: 89.06%
+
+FashionMNIST: Epoch 8 - Avg Loss: 0.246963, Accuracy: 90.76%
+Test Set - Loss: 0.0003, Accuracy: 89.54%
+
+FashionMNIST: Epoch 9 - Avg Loss: 0.238650, Accuracy: 91.13%
+Test Set - Loss: 0.0003, Accuracy: 89.51%
+
+FashionMNIST: Epoch 10 - Avg Loss: 0.229345, Accuracy: 91.46%
+Test Set - Loss: 0.0003, Accuracy: 90.22%
diff --git a/training_results/env1/ReLU_tr01/MNIST b/training_results/env1/ReLU_tr01/MNIST
new file mode 100644
index 0000000..f586eff
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+++ b/training_results/env1/ReLU_tr01/MNIST
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+MNIST: Epoch 1 - Avg Loss: 0.426265, Accuracy: 87.01%
+Test Set - Loss: 0.0001, Accuracy: 96.91%
+
+MNIST: Epoch 2 - Avg Loss: 0.082446, Accuracy: 97.52%
+Test Set - Loss: 0.0001, Accuracy: 98.33%
+
+MNIST: Epoch 3 - Avg Loss: 0.054633, Accuracy: 98.32%
+Test Set - Loss: 0.0000, Accuracy: 98.62%
+
+MNIST: Epoch 4 - Avg Loss: 0.041592, Accuracy: 98.72%
+Test Set - Loss: 0.0000, Accuracy: 98.73%
+
+MNIST: Epoch 5 - Avg Loss: 0.035133, Accuracy: 98.88%
+Test Set - Loss: 0.0000, Accuracy: 98.81%
+
+MNIST: Epoch 6 - Avg Loss: 0.028988, Accuracy: 99.05%
+Test Set - Loss: 0.0000, Accuracy: 98.76%
+
+MNIST: Epoch 7 - Avg Loss: 0.025236, Accuracy: 99.16%
+Test Set - Loss: 0.0000, Accuracy: 98.58%
+
+MNIST: Epoch 8 - Avg Loss: 0.022040, Accuracy: 99.31%
+Test Set - Loss: 0.0000, Accuracy: 98.85%
+
+MNIST: Epoch 9 - Avg Loss: 0.019295, Accuracy: 99.39%
+Test Set - Loss: 0.0000, Accuracy: 98.94%
+
+MNIST: Epoch 10 - Avg Loss: 0.015332, Accuracy: 99.50%
+Test Set - Loss: 0.0000, Accuracy: 98.91%