From 0fe7603b6e0cb48160cc94e4a01b5f351b3c964a Mon Sep 17 00:00:00 2001 From: Jeff Heiges Date: Wed, 5 Mar 2025 17:01:38 -0700 Subject: Training results mentioned in article https://jgh.xyz/posts/mnist_compare/ --- training_results/env1/Adamax/FashionMNIST | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 training_results/env1/Adamax/FashionMNIST (limited to 'training_results/env1/Adamax/FashionMNIST') diff --git a/training_results/env1/Adamax/FashionMNIST b/training_results/env1/Adamax/FashionMNIST new file mode 100644 index 0000000..cd755fe --- /dev/null +++ b/training_results/env1/Adamax/FashionMNIST @@ -0,0 +1,29 @@ +FashionMNIST: Epoch 1 - Avg Loss: 0.731654, Accuracy: 73.27% +Test Set - Loss: 0.0006, Accuracy: 79.43% + +FashionMNIST: Epoch 2 - Avg Loss: 0.485127, Accuracy: 82.44% +Test Set - Loss: 0.0005, Accuracy: 84.03% + +FashionMNIST: Epoch 3 - Avg Loss: 0.409913, Accuracy: 85.26% +Test Set - Loss: 0.0004, Accuracy: 85.63% + +FashionMNIST: Epoch 4 - Avg Loss: 0.369083, Accuracy: 86.61% +Test Set - Loss: 0.0004, Accuracy: 86.35% + +FashionMNIST: Epoch 5 - Avg Loss: 0.343193, Accuracy: 87.48% +Test Set - Loss: 0.0004, Accuracy: 87.58% + +FashionMNIST: Epoch 6 - Avg Loss: 0.322901, Accuracy: 88.20% +Test Set - Loss: 0.0003, Accuracy: 87.90% + +FashionMNIST: Epoch 7 - Avg Loss: 0.305684, Accuracy: 88.80% +Test Set - Loss: 0.0003, Accuracy: 87.90% + +FashionMNIST: Epoch 8 - Avg Loss: 0.291610, Accuracy: 89.46% +Test Set - Loss: 0.0003, Accuracy: 88.71% + +FashionMNIST: Epoch 9 - Avg Loss: 0.280036, Accuracy: 89.77% +Test Set - Loss: 0.0003, Accuracy: 89.07% + +FashionMNIST: Epoch 10 - Avg Loss: 0.269556, Accuracy: 90.16% +Test Set - Loss: 0.0003, Accuracy: 88.88% -- cgit v1.2.3