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/NAdam_tr001/MNIST | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 training_results/env1/NAdam_tr001/MNIST (limited to 'training_results/env1/NAdam_tr001') diff --git a/training_results/env1/NAdam_tr001/MNIST b/training_results/env1/NAdam_tr001/MNIST new file mode 100644 index 0000000..2e2f4b4 --- /dev/null +++ b/training_results/env1/NAdam_tr001/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 0.218898, Accuracy: 93.39% +Test Set - Loss: 0.0001, Accuracy: 97.38% + +MNIST: Epoch 2 - Avg Loss: 0.062066, Accuracy: 98.09% +Test Set - Loss: 0.0001, Accuracy: 97.50% + +MNIST: Epoch 3 - Avg Loss: 0.043854, Accuracy: 98.60% +Test Set - Loss: 0.0000, Accuracy: 98.73% + +MNIST: Epoch 4 - Avg Loss: 0.034842, Accuracy: 98.91% +Test Set - Loss: 0.0000, Accuracy: 98.88% + +MNIST: Epoch 5 - Avg Loss: 0.028108, Accuracy: 99.09% +Test Set - Loss: 0.0000, Accuracy: 98.96% + +MNIST: Epoch 6 - Avg Loss: 0.024074, Accuracy: 99.23% +Test Set - Loss: 0.0000, Accuracy: 98.89% + +MNIST: Epoch 7 - Avg Loss: 0.020622, Accuracy: 99.30% +Test Set - Loss: 0.0000, Accuracy: 98.91% + +MNIST: Epoch 8 - Avg Loss: 0.017064, Accuracy: 99.45% +Test Set - Loss: 0.0000, Accuracy: 98.89% + +MNIST: Epoch 9 - Avg Loss: 0.015592, Accuracy: 99.47% +Test Set - Loss: 0.0000, Accuracy: 98.86% + +MNIST: Epoch 10 - Avg Loss: 0.014128, Accuracy: 99.53% +Test Set - Loss: 0.0000, Accuracy: 99.08% -- cgit v1.2.3