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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/ASGD/FashionMNIST | |
parent | d81318b0707dba6e7939994d5f9011be3be4219c (diff) |
Training results mentioned in article https://jgh.xyz/posts/mnist_compare/
Diffstat (limited to 'training_results/env1/ASGD/FashionMNIST')
-rw-r--r-- | training_results/env1/ASGD/FashionMNIST | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/training_results/env1/ASGD/FashionMNIST b/training_results/env1/ASGD/FashionMNIST new file mode 100644 index 0000000..4039a8d --- /dev/null +++ b/training_results/env1/ASGD/FashionMNIST @@ -0,0 +1,29 @@ +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% |