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/RAdam_lr0001/MNIST | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 training_results/env1/RAdam_lr0001/MNIST (limited to 'training_results/env1/RAdam_lr0001') diff --git a/training_results/env1/RAdam_lr0001/MNIST b/training_results/env1/RAdam_lr0001/MNIST new file mode 100644 index 0000000..b81e13e --- /dev/null +++ b/training_results/env1/RAdam_lr0001/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 1.295577, Accuracy: 62.38% +Test Set - Loss: 0.0004, Accuracy: 89.99% + +MNIST: Epoch 2 - Avg Loss: 0.288996, Accuracy: 91.60% +Test Set - Loss: 0.0002, Accuracy: 93.63% + +MNIST: Epoch 3 - Avg Loss: 0.188383, Accuracy: 94.39% +Test Set - Loss: 0.0001, Accuracy: 95.89% + +MNIST: Epoch 4 - Avg Loss: 0.134545, Accuracy: 96.03% +Test Set - Loss: 0.0001, Accuracy: 96.76% + +MNIST: Epoch 5 - Avg Loss: 0.105959, Accuracy: 96.86% +Test Set - Loss: 0.0001, Accuracy: 97.37% + +MNIST: Epoch 6 - Avg Loss: 0.087842, Accuracy: 97.36% +Test Set - Loss: 0.0001, Accuracy: 97.65% + +MNIST: Epoch 7 - Avg Loss: 0.076657, Accuracy: 97.68% +Test Set - Loss: 0.0001, Accuracy: 98.07% + +MNIST: Epoch 8 - Avg Loss: 0.067528, Accuracy: 97.96% +Test Set - Loss: 0.0001, Accuracy: 98.26% + +MNIST: Epoch 9 - Avg Loss: 0.061691, Accuracy: 98.13% +Test Set - Loss: 0.0001, Accuracy: 98.26% + +MNIST: Epoch 10 - Avg Loss: 0.055898, Accuracy: 98.28% +Test Set - Loss: 0.0001, Accuracy: 98.23% -- cgit v1.2.3