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Diffstat (limited to 'training_results/env1/Adagrad_tr001')
-rw-r--r-- | training_results/env1/Adagrad_tr001/MNIST | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/training_results/env1/Adagrad_tr001/MNIST b/training_results/env1/Adagrad_tr001/MNIST new file mode 100644 index 0000000..83ec7df --- /dev/null +++ b/training_results/env1/Adagrad_tr001/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 0.622060, Accuracy: 83.91% +Test Set - Loss: 0.0003, Accuracy: 90.16% + +MNIST: Epoch 2 - Avg Loss: 0.311773, Accuracy: 90.89% +Test Set - Loss: 0.0003, Accuracy: 92.08% + +MNIST: Epoch 3 - Avg Loss: 0.262124, Accuracy: 92.30% +Test Set - Loss: 0.0002, Accuracy: 93.47% + +MNIST: Epoch 4 - Avg Loss: 0.231953, Accuracy: 93.14% +Test Set - Loss: 0.0002, Accuracy: 93.98% + +MNIST: Epoch 5 - Avg Loss: 0.210415, Accuracy: 93.78% +Test Set - Loss: 0.0002, Accuracy: 94.49% + +MNIST: Epoch 6 - Avg Loss: 0.193878, Accuracy: 94.27% +Test Set - Loss: 0.0002, Accuracy: 94.99% + +MNIST: Epoch 7 - Avg Loss: 0.180249, Accuracy: 94.65% +Test Set - Loss: 0.0002, Accuracy: 95.23% + +MNIST: Epoch 8 - Avg Loss: 0.169277, Accuracy: 94.96% +Test Set - Loss: 0.0001, Accuracy: 95.57% + +MNIST: Epoch 9 - Avg Loss: 0.159998, Accuracy: 95.23% +Test Set - Loss: 0.0001, Accuracy: 95.87% + +MNIST: Epoch 10 - Avg Loss: 0.152065, Accuracy: 95.50% +Test Set - Loss: 0.0001, Accuracy: 96.07% |