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/Adam_tr001/FashionMNIST | 29 +++++++++++++++++++++++++++ training_results/env1/Adam_tr001/MNIST | 0 2 files changed, 29 insertions(+) create mode 100644 training_results/env1/Adam_tr001/FashionMNIST create mode 100644 training_results/env1/Adam_tr001/MNIST (limited to 'training_results/env1/Adam_tr001') diff --git a/training_results/env1/Adam_tr001/FashionMNIST b/training_results/env1/Adam_tr001/FashionMNIST new file mode 100644 index 0000000..f6312b0 --- /dev/null +++ b/training_results/env1/Adam_tr001/FashionMNIST @@ -0,0 +1,29 @@ +FashionMNIST: Epoch 1 - Avg Loss: 0.566349, Accuracy: 79.38% +Test Set - Loss: 0.0004, Accuracy: 84.45% + +FashionMNIST: Epoch 2 - Avg Loss: 0.366753, Accuracy: 86.74% +Test Set - Loss: 0.0003, Accuracy: 87.65% + +FashionMNIST: Epoch 3 - Avg Loss: 0.317086, Accuracy: 88.42% +Test Set - Loss: 0.0003, Accuracy: 88.62% + +FashionMNIST: Epoch 4 - Avg Loss: 0.291068, Accuracy: 89.23% +Test Set - Loss: 0.0003, Accuracy: 88.46% + +FashionMNIST: Epoch 5 - Avg Loss: 0.265197, Accuracy: 90.19% +Test Set - Loss: 0.0003, Accuracy: 89.16% + +FashionMNIST: Epoch 6 - Avg Loss: 0.249706, Accuracy: 90.68% +Test Set - Loss: 0.0003, Accuracy: 89.36% + +FashionMNIST: Epoch 7 - Avg Loss: 0.235987, Accuracy: 91.27% +Test Set - Loss: 0.0003, Accuracy: 89.66% + +FashionMNIST: Epoch 8 - Avg Loss: 0.219092, Accuracy: 91.76% +Test Set - Loss: 0.0003, Accuracy: 89.26% + +FashionMNIST: Epoch 9 - Avg Loss: 0.207106, Accuracy: 92.19% +Test Set - Loss: 0.0003, Accuracy: 90.35% + +FashionMNIST: Epoch 10 - Avg Loss: 0.195736, Accuracy: 92.54% +Test Set - Loss: 0.0003, Accuracy: 89.90% diff --git a/training_results/env1/Adam_tr001/MNIST b/training_results/env1/Adam_tr001/MNIST new file mode 100644 index 0000000..e69de29 -- cgit v1.2.3