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/Rprop_lr01/MNIST | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 training_results/env1/Rprop_lr01/MNIST (limited to 'training_results/env1/Rprop_lr01') diff --git a/training_results/env1/Rprop_lr01/MNIST b/training_results/env1/Rprop_lr01/MNIST new file mode 100644 index 0000000..a196fc4 --- /dev/null +++ b/training_results/env1/Rprop_lr01/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 4.285666, Accuracy: 89.86% +Test Set - Loss: 0.0053, Accuracy: 91.55% + +MNIST: Epoch 2 - Avg Loss: 5.496356, Accuracy: 91.40% +Test Set - Loss: 0.0049, Accuracy: 91.75% + +MNIST: Epoch 3 - Avg Loss: 4.456358, Accuracy: 91.52% +Test Set - Loss: 0.0043, Accuracy: 91.95% + +MNIST: Epoch 4 - Avg Loss: 4.906569, Accuracy: 91.60% +Test Set - Loss: 0.0063, Accuracy: 91.84% + +MNIST: Epoch 5 - Avg Loss: 10.373794, Accuracy: 91.42% +Test Set - Loss: 0.0065, Accuracy: 91.82% + +MNIST: Epoch 6 - Avg Loss: 5.784772, Accuracy: 91.34% +Test Set - Loss: 0.0055, Accuracy: 91.41% + +MNIST: Epoch 7 - Avg Loss: 7.707267, Accuracy: 91.11% +Test Set - Loss: 0.0053, Accuracy: 91.73% + +MNIST: Epoch 8 - Avg Loss: 8.789061, Accuracy: 91.26% +Test Set - Loss: 0.0071, Accuracy: 91.84% + +MNIST: Epoch 9 - Avg Loss: 6.990281, Accuracy: 91.14% +Test Set - Loss: 0.0075, Accuracy: 91.40% + +MNIST: Epoch 10 - Avg Loss: 12.080471, Accuracy: 89.78% +Test Set - Loss: 0.0125, Accuracy: 89.26% -- cgit v1.2.3