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| author | Jeff Heiges <jeff.heiges@colorado.edu> | 2025-03-05 17:01:38 -0700 |
|---|---|---|
| committer | Jeff Heiges <jeff.heiges@colorado.edu> | 2025-03-05 17:01:38 -0700 |
| commit | 0fe7603b6e0cb48160cc94e4a01b5f351b3c964a (patch) | |
| tree | 07b7ab7228cccd1f7a002e914869a4f09f8f0a63 /training_results/env1/Adagrad_tr01 | |
| parent | d81318b0707dba6e7939994d5f9011be3be4219c (diff) | |
Training results mentioned in article https://jgh.xyz/posts/mnist_compare/
Diffstat (limited to 'training_results/env1/Adagrad_tr01')
| -rw-r--r-- | training_results/env1/Adagrad_tr01/MNIST | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/training_results/env1/Adagrad_tr01/MNIST b/training_results/env1/Adagrad_tr01/MNIST new file mode 100644 index 0000000..e55185d --- /dev/null +++ b/training_results/env1/Adagrad_tr01/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 0.196224, Accuracy: 93.66% +Test Set - Loss: 0.0001, Accuracy: 97.94% + +MNIST: Epoch 2 - Avg Loss: 0.070521, Accuracy: 97.83% +Test Set - Loss: 0.0001, Accuracy: 98.44% + +MNIST: Epoch 3 - Avg Loss: 0.054380, Accuracy: 98.31% +Test Set - Loss: 0.0000, Accuracy: 98.61% + +MNIST: Epoch 4 - Avg Loss: 0.045776, Accuracy: 98.59% +Test Set - Loss: 0.0000, Accuracy: 98.66% + +MNIST: Epoch 5 - Avg Loss: 0.039876, Accuracy: 98.75% +Test Set - Loss: 0.0000, Accuracy: 98.60% + +MNIST: Epoch 6 - Avg Loss: 0.035867, Accuracy: 98.88% +Test Set - Loss: 0.0000, Accuracy: 98.76% + +MNIST: Epoch 7 - Avg Loss: 0.032403, Accuracy: 98.97% +Test Set - Loss: 0.0000, Accuracy: 98.81% + +MNIST: Epoch 8 - Avg Loss: 0.029815, Accuracy: 99.06% +Test Set - Loss: 0.0000, Accuracy: 98.85% + +MNIST: Epoch 9 - Avg Loss: 0.027202, Accuracy: 99.17% +Test Set - Loss: 0.0000, Accuracy: 98.89% + +MNIST: Epoch 10 - Avg Loss: 0.025255, Accuracy: 99.22% +Test Set - Loss: 0.0000, Accuracy: 98.93% |