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/MaxPool/FashionMNIST | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 training_results/env1/MaxPool/FashionMNIST (limited to 'training_results/env1/MaxPool/FashionMNIST') diff --git a/training_results/env1/MaxPool/FashionMNIST b/training_results/env1/MaxPool/FashionMNIST new file mode 100644 index 0000000..53f6193 --- /dev/null +++ b/training_results/env1/MaxPool/FashionMNIST @@ -0,0 +1,29 @@ +FashionMNIST: Epoch 1 - Avg Loss: 2.310656, Accuracy: 9.90% +Test Set - Loss: 0.0023, Accuracy: 10.00% + +FashionMNIST: Epoch 2 - Avg Loss: 2.306694, Accuracy: 10.16% +Test Set - Loss: 0.0023, Accuracy: 10.00% + +FashionMNIST: Epoch 3 - Avg Loss: 1.923101, Accuracy: 28.77% +Test Set - Loss: 0.0013, Accuracy: 51.27% + +FashionMNIST: Epoch 4 - Avg Loss: 1.102855, Accuracy: 56.44% +Test Set - Loss: 0.0010, Accuracy: 61.11% + +FashionMNIST: Epoch 5 - Avg Loss: 0.901078, Accuracy: 65.37% +Test Set - Loss: 0.0008, Accuracy: 69.59% + +FashionMNIST: Epoch 6 - Avg Loss: 0.749000, Accuracy: 72.32% +Test Set - Loss: 0.0007, Accuracy: 74.29% + +FashionMNIST: Epoch 7 - Avg Loss: 0.652000, Accuracy: 75.16% +Test Set - Loss: 0.0006, Accuracy: 75.61% + +FashionMNIST: Epoch 8 - Avg Loss: 0.595909, Accuracy: 76.72% +Test Set - Loss: 0.0006, Accuracy: 76.69% + +FashionMNIST: Epoch 9 - Avg Loss: 0.557655, Accuracy: 78.12% +Test Set - Loss: 0.0006, Accuracy: 78.31% + +FashionMNIST: Epoch 10 - Avg Loss: 0.528804, Accuracy: 79.27% +Test Set - Loss: 0.0005, Accuracy: 79.37% -- cgit v1.2.3