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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/ReLU_tr01/FashionMNIST | |
parent | d81318b0707dba6e7939994d5f9011be3be4219c (diff) |
Training results mentioned in article https://jgh.xyz/posts/mnist_compare/
Diffstat (limited to 'training_results/env1/ReLU_tr01/FashionMNIST')
-rw-r--r-- | training_results/env1/ReLU_tr01/FashionMNIST | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/training_results/env1/ReLU_tr01/FashionMNIST b/training_results/env1/ReLU_tr01/FashionMNIST new file mode 100644 index 0000000..da02243 --- /dev/null +++ b/training_results/env1/ReLU_tr01/FashionMNIST @@ -0,0 +1,29 @@ +FashionMNIST: Epoch 1 - Avg Loss: 0.743093, Accuracy: 72.53% +Test Set - Loss: 0.0005, Accuracy: 81.53% + +FashionMNIST: Epoch 2 - Avg Loss: 0.411287, Accuracy: 84.85% +Test Set - Loss: 0.0004, Accuracy: 85.97% + +FashionMNIST: Epoch 3 - Avg Loss: 0.353779, Accuracy: 86.93% +Test Set - Loss: 0.0004, Accuracy: 86.91% + +FashionMNIST: Epoch 4 - Avg Loss: 0.315969, Accuracy: 88.33% +Test Set - Loss: 0.0004, Accuracy: 87.19% + +FashionMNIST: Epoch 5 - Avg Loss: 0.293813, Accuracy: 89.04% +Test Set - Loss: 0.0003, Accuracy: 87.88% + +FashionMNIST: Epoch 6 - Avg Loss: 0.275946, Accuracy: 89.68% +Test Set - Loss: 0.0003, Accuracy: 88.43% + +FashionMNIST: Epoch 7 - Avg Loss: 0.262246, Accuracy: 90.34% +Test Set - Loss: 0.0003, Accuracy: 89.06% + +FashionMNIST: Epoch 8 - Avg Loss: 0.246963, Accuracy: 90.76% +Test Set - Loss: 0.0003, Accuracy: 89.54% + +FashionMNIST: Epoch 9 - Avg Loss: 0.238650, Accuracy: 91.13% +Test Set - Loss: 0.0003, Accuracy: 89.51% + +FashionMNIST: Epoch 10 - Avg Loss: 0.229345, Accuracy: 91.46% +Test Set - Loss: 0.0003, Accuracy: 90.22% |