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_tr01/MNIST | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 training_results/env1/Adam_tr01/MNIST (limited to 'training_results/env1/Adam_tr01') diff --git a/training_results/env1/Adam_tr01/MNIST b/training_results/env1/Adam_tr01/MNIST new file mode 100644 index 0000000..6789adc --- /dev/null +++ b/training_results/env1/Adam_tr01/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 0.158263, Accuracy: 95.33% +Test Set - Loss: 0.0001, Accuracy: 97.54% + +MNIST: Epoch 2 - Avg Loss: 0.096980, Accuracy: 97.41% +Test Set - Loss: 0.0001, Accuracy: 97.16% + +MNIST: Epoch 3 - Avg Loss: 0.099102, Accuracy: 97.56% +Test Set - Loss: 0.0001, Accuracy: 98.15% + +MNIST: Epoch 4 - Avg Loss: 0.095891, Accuracy: 97.81% +Test Set - Loss: 0.0001, Accuracy: 98.05% + +MNIST: Epoch 5 - Avg Loss: 0.082777, Accuracy: 98.13% +Test Set - Loss: 0.0001, Accuracy: 98.16% + +MNIST: Epoch 6 - Avg Loss: 0.083527, Accuracy: 98.19% +Test Set - Loss: 0.0001, Accuracy: 97.30% + +MNIST: Epoch 7 - Avg Loss: 0.075480, Accuracy: 98.37% +Test Set - Loss: 0.0001, Accuracy: 98.37% + +MNIST: Epoch 8 - Avg Loss: 0.092026, Accuracy: 98.14% +Test Set - Loss: 0.0002, Accuracy: 97.04% + +MNIST: Epoch 9 - Avg Loss: 0.079112, Accuracy: 98.31% +Test Set - Loss: 0.0001, Accuracy: 98.31% + +MNIST: Epoch 10 - Avg Loss: 0.079674, Accuracy: 98.45% +Test Set - Loss: 0.0001, Accuracy: 98.05% -- cgit v1.2.3