2 files changed, 58 insertions, 0 deletions
diff --git a/training_results/env1/RMSprop/FashionMNIST b/training_results/env1/RMSprop/FashionMNIST
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+++ b/training_results/env1/RMSprop/FashionMNIST
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+FashionMNIST: Epoch 1 - Avg Loss: 0.483021, Accuracy: 81.86%
+Test Set - Loss: 0.0004, Accuracy: 85.42%
+
+FashionMNIST: Epoch 2 - Avg Loss: 0.328693, Accuracy: 87.83%
+Test Set - Loss: 0.0004, Accuracy: 86.56%
+
+FashionMNIST: Epoch 3 - Avg Loss: 0.288847, Accuracy: 89.19%
+Test Set - Loss: 0.0004, Accuracy: 86.17%
+
+FashionMNIST: Epoch 4 - Avg Loss: 0.262283, Accuracy: 90.11%
+Test Set - Loss: 0.0003, Accuracy: 88.62%
+
+FashionMNIST: Epoch 5 - Avg Loss: 0.241942, Accuracy: 90.88%
+Test Set - Loss: 0.0003, Accuracy: 87.52%
+
+FashionMNIST: Epoch 6 - Avg Loss: 0.225610, Accuracy: 91.41%
+Test Set - Loss: 0.0003, Accuracy: 89.48%
+
+FashionMNIST: Epoch 7 - Avg Loss: 0.212741, Accuracy: 91.96%
+Test Set - Loss: 0.0003, Accuracy: 88.51%
+
+FashionMNIST: Epoch 8 - Avg Loss: 0.199747, Accuracy: 92.45%
+Test Set - Loss: 0.0003, Accuracy: 90.03%
+
+FashionMNIST: Epoch 9 - Avg Loss: 0.187908, Accuracy: 92.92%
+Test Set - Loss: 0.0003, Accuracy: 90.64%
+
+FashionMNIST: Epoch 10 - Avg Loss: 0.176108, Accuracy: 93.35%
+Test Set - Loss: 0.0003, Accuracy: 90.07%
diff --git a/training_results/env1/RMSprop/MNIST b/training_results/env1/RMSprop/MNIST
new file mode 100644
index 0000000..3ef00bd
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+++ b/training_results/env1/RMSprop/MNIST
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+MNIST: Epoch 1 - Avg Loss: 0.159837, Accuracy: 95.03%
+Test Set - Loss: 0.0001, Accuracy: 98.05%
+
+MNIST: Epoch 2 - Avg Loss: 0.054199, Accuracy: 98.31%
+Test Set - Loss: 0.0001, Accuracy: 97.98%
+
+MNIST: Epoch 3 - Avg Loss: 0.039864, Accuracy: 98.76%
+Test Set - Loss: 0.0000, Accuracy: 98.59%
+
+MNIST: Epoch 4 - Avg Loss: 0.031893, Accuracy: 99.03%
+Test Set - Loss: 0.0000, Accuracy: 98.92%
+
+MNIST: Epoch 5 - Avg Loss: 0.024922, Accuracy: 99.23%
+Test Set - Loss: 0.0000, Accuracy: 98.89%
+
+MNIST: Epoch 6 - Avg Loss: 0.021135, Accuracy: 99.36%
+Test Set - Loss: 0.0000, Accuracy: 98.55%
+
+MNIST: Epoch 7 - Avg Loss: 0.018125, Accuracy: 99.39%
+Test Set - Loss: 0.0000, Accuracy: 98.69%
+
+MNIST: Epoch 8 - Avg Loss: 0.015667, Accuracy: 99.50%
+Test Set - Loss: 0.0000, Accuracy: 98.95%
+
+MNIST: Epoch 9 - Avg Loss: 0.013015, Accuracy: 99.58%
+Test Set - Loss: 0.0000, Accuracy: 98.95%
+
+MNIST: Epoch 10 - Avg Loss: 0.011990, Accuracy: 99.60%
+Test Set - Loss: 0.0001, Accuracy: 98.01%