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author | Jeff Heiges <jeff.heiges@colorado.edu> | 2025-03-05 17:01:38 -0700 |
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committer | Jeff Heiges <jeff.heiges@colorado.edu> | 2025-03-05 17:01:38 -0700 |
commit | 0fe7603b6e0cb48160cc94e4a01b5f351b3c964a (patch) | |
tree | 07b7ab7228cccd1f7a002e914869a4f09f8f0a63 /training_results/env1/AdamW/FashionMNIST | |
parent | d81318b0707dba6e7939994d5f9011be3be4219c (diff) |
Training results mentioned in article https://jgh.xyz/posts/mnist_compare/
Diffstat (limited to 'training_results/env1/AdamW/FashionMNIST')
-rw-r--r-- | training_results/env1/AdamW/FashionMNIST | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/training_results/env1/AdamW/FashionMNIST b/training_results/env1/AdamW/FashionMNIST new file mode 100644 index 0000000..ebd9a13 --- /dev/null +++ b/training_results/env1/AdamW/FashionMNIST @@ -0,0 +1,29 @@ +FashionMNIST: Epoch 1 - Avg Loss: 0.617608, Accuracy: 77.45% +Test Set - Loss: 0.0004, Accuracy: 83.92% + +FashionMNIST: Epoch 2 - Avg Loss: 0.388970, Accuracy: 85.88% +Test Set - Loss: 0.0004, Accuracy: 87.00% + +FashionMNIST: Epoch 3 - Avg Loss: 0.331167, Accuracy: 87.89% +Test Set - Loss: 0.0004, Accuracy: 87.25% + +FashionMNIST: Epoch 4 - Avg Loss: 0.301465, Accuracy: 89.00% +Test Set - Loss: 0.0003, Accuracy: 88.64% + +FashionMNIST: Epoch 5 - Avg Loss: 0.281183, Accuracy: 89.59% +Test Set - Loss: 0.0003, Accuracy: 88.66% + +FashionMNIST: Epoch 6 - Avg Loss: 0.264108, Accuracy: 90.19% +Test Set - Loss: 0.0003, Accuracy: 89.34% + +FashionMNIST: Epoch 7 - Avg Loss: 0.248558, Accuracy: 90.72% +Test Set - Loss: 0.0003, Accuracy: 88.51% + +FashionMNIST: Epoch 8 - Avg Loss: 0.237805, Accuracy: 91.11% +Test Set - Loss: 0.0003, Accuracy: 89.75% + +FashionMNIST: Epoch 9 - Avg Loss: 0.223894, Accuracy: 91.68% +Test Set - Loss: 0.0003, Accuracy: 89.67% + +FashionMNIST: Epoch 10 - Avg Loss: 0.211299, Accuracy: 92.08% +Test Set - Loss: 0.0003, Accuracy: 89.48% |