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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_and_MaxPool_tr001/FashionMNIST | |
parent | d81318b0707dba6e7939994d5f9011be3be4219c (diff) |
Training results mentioned in article https://jgh.xyz/posts/mnist_compare/
Diffstat (limited to 'training_results/env1/ReLU_and_MaxPool_tr001/FashionMNIST')
-rw-r--r-- | training_results/env1/ReLU_and_MaxPool_tr001/FashionMNIST | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/training_results/env1/ReLU_and_MaxPool_tr001/FashionMNIST b/training_results/env1/ReLU_and_MaxPool_tr001/FashionMNIST new file mode 100644 index 0000000..c4faabb --- /dev/null +++ b/training_results/env1/ReLU_and_MaxPool_tr001/FashionMNIST @@ -0,0 +1,29 @@ +FashionMNIST: Epoch 1 - Avg Loss: 1.269764, Accuracy: 53.37% +Test Set - Loss: 0.0008, Accuracy: 69.32% + +FashionMNIST: Epoch 2 - Avg Loss: 0.650261, Accuracy: 75.55% +Test Set - Loss: 0.0006, Accuracy: 76.00% + +FashionMNIST: Epoch 3 - Avg Loss: 0.538035, Accuracy: 80.05% +Test Set - Loss: 0.0005, Accuracy: 80.03% + +FashionMNIST: Epoch 4 - Avg Loss: 0.475396, Accuracy: 82.75% +Test Set - Loss: 0.0005, Accuracy: 83.63% + +FashionMNIST: Epoch 5 - Avg Loss: 0.423538, Accuracy: 84.75% +Test Set - Loss: 0.0004, Accuracy: 84.55% + +FashionMNIST: Epoch 6 - Avg Loss: 0.392266, Accuracy: 85.91% +Test Set - Loss: 0.0004, Accuracy: 85.49% + +FashionMNIST: Epoch 7 - Avg Loss: 0.373056, Accuracy: 86.62% +Test Set - Loss: 0.0004, Accuracy: 86.19% + +FashionMNIST: Epoch 8 - Avg Loss: 0.357183, Accuracy: 87.00% +Test Set - Loss: 0.0004, Accuracy: 86.81% + +FashionMNIST: Epoch 9 - Avg Loss: 0.341907, Accuracy: 87.57% +Test Set - Loss: 0.0004, Accuracy: 86.50% + +FashionMNIST: Epoch 10 - Avg Loss: 0.329416, Accuracy: 88.11% +Test Set - Loss: 0.0004, Accuracy: 87.21% |