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/LeNet/FashionMNIST | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 training_results/env1/LeNet/FashionMNIST (limited to 'training_results/env1/LeNet/FashionMNIST') diff --git a/training_results/env1/LeNet/FashionMNIST b/training_results/env1/LeNet/FashionMNIST new file mode 100644 index 0000000..6283626 --- /dev/null +++ b/training_results/env1/LeNet/FashionMNIST @@ -0,0 +1,29 @@ +FashionMNIST: Epoch 1 - Avg Loss: 2.309341, Accuracy: 10.08% +Test Set - Loss: 0.0023, Accuracy: 10.00% + +FashionMNIST: Epoch 2 - Avg Loss: 2.307024, Accuracy: 10.21% +Test Set - Loss: 0.0023, Accuracy: 10.00% + +FashionMNIST: Epoch 3 - Avg Loss: 2.302996, Accuracy: 10.56% +Test Set - Loss: 0.0023, Accuracy: 10.01% + +FashionMNIST: Epoch 4 - Avg Loss: 1.687253, Accuracy: 37.36% +Test Set - Loss: 0.0012, Accuracy: 49.72% + +FashionMNIST: Epoch 5 - Avg Loss: 1.064703, Accuracy: 57.92% +Test Set - Loss: 0.0010, Accuracy: 61.38% + +FashionMNIST: Epoch 6 - Avg Loss: 0.884701, Accuracy: 66.37% +Test Set - Loss: 0.0008, Accuracy: 70.68% + +FashionMNIST: Epoch 7 - Avg Loss: 0.753581, Accuracy: 72.27% +Test Set - Loss: 0.0007, Accuracy: 73.52% + +FashionMNIST: Epoch 8 - Avg Loss: 0.676762, Accuracy: 74.69% +Test Set - Loss: 0.0007, Accuracy: 75.62% + +FashionMNIST: Epoch 9 - Avg Loss: 0.621491, Accuracy: 76.14% +Test Set - Loss: 0.0006, Accuracy: 75.08% + +FashionMNIST: Epoch 10 - Avg Loss: 0.581396, Accuracy: 77.38% +Test Set - Loss: 0.0006, Accuracy: 77.20% -- cgit v1.2.3