2 files changed, 58 insertions, 0 deletions
diff --git a/training_results/env1/ReLU_and_MaxPool_tr01/FashionMNIST b/training_results/env1/ReLU_and_MaxPool_tr01/FashionMNIST
new file mode 100644
index 0000000..da34bb9
--- /dev/null
+++ b/training_results/env1/ReLU_and_MaxPool_tr01/FashionMNIST
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+FashionMNIST: Epoch 1 - Avg Loss: 0.667863, Accuracy: 75.25%
+Test Set - Loss: 0.0004, Accuracy: 84.99%
+
+FashionMNIST: Epoch 2 - Avg Loss: 0.371554, Accuracy: 86.36%
+Test Set - Loss: 0.0004, Accuracy: 86.15%
+
+FashionMNIST: Epoch 3 - Avg Loss: 0.312804, Accuracy: 88.56%
+Test Set - Loss: 0.0003, Accuracy: 87.54%
+
+FashionMNIST: Epoch 4 - Avg Loss: 0.282618, Accuracy: 89.51%
+Test Set - Loss: 0.0003, Accuracy: 88.09%
+
+FashionMNIST: Epoch 5 - Avg Loss: 0.261221, Accuracy: 90.27%
+Test Set - Loss: 0.0003, Accuracy: 89.01%
+
+FashionMNIST: Epoch 6 - Avg Loss: 0.244058, Accuracy: 90.91%
+Test Set - Loss: 0.0003, Accuracy: 89.38%
+
+FashionMNIST: Epoch 7 - Avg Loss: 0.232460, Accuracy: 91.37%
+Test Set - Loss: 0.0003, Accuracy: 89.06%
+
+FashionMNIST: Epoch 8 - Avg Loss: 0.220620, Accuracy: 91.66%
+Test Set - Loss: 0.0003, Accuracy: 89.24%
+
+FashionMNIST: Epoch 9 - Avg Loss: 0.212714, Accuracy: 92.06%
+Test Set - Loss: 0.0003, Accuracy: 89.30%
+
+FashionMNIST: Epoch 10 - Avg Loss: 0.203891, Accuracy: 92.35%
+Test Set - Loss: 0.0003, Accuracy: 90.45%
diff --git a/training_results/env1/ReLU_and_MaxPool_tr01/MNIST b/training_results/env1/ReLU_and_MaxPool_tr01/MNIST
new file mode 100644
index 0000000..bff64dd
--- /dev/null
+++ b/training_results/env1/ReLU_and_MaxPool_tr01/MNIST
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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%