2 files changed, 58 insertions, 0 deletions
diff --git a/training_results/env1/ASGD/FashionMNIST b/training_results/env1/ASGD/FashionMNIST
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+++ b/training_results/env1/ASGD/FashionMNIST
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+FashionMNIST: Epoch 1 - Avg Loss: 0.637018, Accuracy: 76.41%
+Test Set - Loss: 0.0004, Accuracy: 83.33%
+
+FashionMNIST: Epoch 2 - Avg Loss: 0.390859, Accuracy: 85.62%
+Test Set - Loss: 0.0004, Accuracy: 83.49%
+
+FashionMNIST: Epoch 3 - Avg Loss: 0.331581, Accuracy: 87.80%
+Test Set - Loss: 0.0003, Accuracy: 87.59%
+
+FashionMNIST: Epoch 4 - Avg Loss: 0.297520, Accuracy: 89.09%
+Test Set - Loss: 0.0003, Accuracy: 87.74%
+
+FashionMNIST: Epoch 5 - Avg Loss: 0.274952, Accuracy: 89.82%
+Test Set - Loss: 0.0003, Accuracy: 89.15%
+
+FashionMNIST: Epoch 6 - Avg Loss: 0.256673, Accuracy: 90.43%
+Test Set - Loss: 0.0003, Accuracy: 88.94%
+
+FashionMNIST: Epoch 7 - Avg Loss: 0.242304, Accuracy: 91.06%
+Test Set - Loss: 0.0003, Accuracy: 89.27%
+
+FashionMNIST: Epoch 8 - Avg Loss: 0.229634, Accuracy: 91.39%
+Test Set - Loss: 0.0003, Accuracy: 88.42%
+
+FashionMNIST: Epoch 9 - Avg Loss: 0.219350, Accuracy: 91.69%
+Test Set - Loss: 0.0003, Accuracy: 89.79%
+
+FashionMNIST: Epoch 10 - Avg Loss: 0.207259, Accuracy: 92.24%
+Test Set - Loss: 0.0003, Accuracy: 89.87%
diff --git a/training_results/env1/ASGD/MNIST b/training_results/env1/ASGD/MNIST
new file mode 100644
index 0000000..bec4df5
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+++ b/training_results/env1/ASGD/MNIST
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+MNIST: Epoch 1 - Avg Loss: 0.932858, Accuracy: 71.07%
+Test Set - Loss: 0.0003, Accuracy: 89.99%
+
+MNIST: Epoch 2 - Avg Loss: 0.181143, Accuracy: 94.61%
+Test Set - Loss: 0.0001, Accuracy: 96.51%
+
+MNIST: Epoch 3 - Avg Loss: 0.117520, Accuracy: 96.48%
+Test Set - Loss: 0.0001, Accuracy: 96.85%
+
+MNIST: Epoch 4 - Avg Loss: 0.092441, Accuracy: 97.20%
+Test Set - Loss: 0.0001, Accuracy: 97.80%
+
+MNIST: Epoch 5 - Avg Loss: 0.077680, Accuracy: 97.56%
+Test Set - Loss: 0.0001, Accuracy: 97.96%
+
+MNIST: Epoch 6 - Avg Loss: 0.068502, Accuracy: 97.86%
+Test Set - Loss: 0.0001, Accuracy: 97.82%
+
+MNIST: Epoch 7 - Avg Loss: 0.061045, Accuracy: 98.09%
+Test Set - Loss: 0.0001, Accuracy: 98.32%
+
+MNIST: Epoch 8 - Avg Loss: 0.055314, Accuracy: 98.27%
+Test Set - Loss: 0.0001, Accuracy: 98.33%
+
+MNIST: Epoch 9 - Avg Loss: 0.050935, Accuracy: 98.42%
+Test Set - Loss: 0.0000, Accuracy: 98.52%
+
+MNIST: Epoch 10 - Avg Loss: 0.046779, Accuracy: 98.51%
+Test Set - Loss: 0.0000, Accuracy: 98.46%