From 501be5542844cae3af5680a69f1c1b0db17d111f Mon Sep 17 00:00:00 2001 From: Jeff Heiges Date: Wed, 5 Mar 2025 17:05:31 -0700 Subject: Added Adam env 2 results and fixed folder names --- training_results/env1/ReLU_lr01/FashionMNIST | 29 ++++++++++++++++++++++++++++ training_results/env1/ReLU_lr01/MNIST | 29 ++++++++++++++++++++++++++++ 2 files changed, 58 insertions(+) create mode 100644 training_results/env1/ReLU_lr01/FashionMNIST create mode 100644 training_results/env1/ReLU_lr01/MNIST (limited to 'training_results/env1/ReLU_lr01') diff --git a/training_results/env1/ReLU_lr01/FashionMNIST b/training_results/env1/ReLU_lr01/FashionMNIST new file mode 100644 index 0000000..da02243 --- /dev/null +++ b/training_results/env1/ReLU_lr01/FashionMNIST @@ -0,0 +1,29 @@ +FashionMNIST: Epoch 1 - Avg Loss: 0.743093, Accuracy: 72.53% +Test Set - Loss: 0.0005, Accuracy: 81.53% + +FashionMNIST: Epoch 2 - Avg Loss: 0.411287, Accuracy: 84.85% +Test Set - Loss: 0.0004, Accuracy: 85.97% + +FashionMNIST: Epoch 3 - Avg Loss: 0.353779, Accuracy: 86.93% +Test Set - Loss: 0.0004, Accuracy: 86.91% + +FashionMNIST: Epoch 4 - Avg Loss: 0.315969, Accuracy: 88.33% +Test Set - Loss: 0.0004, Accuracy: 87.19% + +FashionMNIST: Epoch 5 - Avg Loss: 0.293813, Accuracy: 89.04% +Test Set - Loss: 0.0003, Accuracy: 87.88% + +FashionMNIST: Epoch 6 - Avg Loss: 0.275946, Accuracy: 89.68% +Test Set - Loss: 0.0003, Accuracy: 88.43% + +FashionMNIST: Epoch 7 - Avg Loss: 0.262246, Accuracy: 90.34% +Test Set - Loss: 0.0003, Accuracy: 89.06% + +FashionMNIST: Epoch 8 - Avg Loss: 0.246963, Accuracy: 90.76% +Test Set - Loss: 0.0003, Accuracy: 89.54% + +FashionMNIST: Epoch 9 - Avg Loss: 0.238650, Accuracy: 91.13% +Test Set - Loss: 0.0003, Accuracy: 89.51% + +FashionMNIST: Epoch 10 - Avg Loss: 0.229345, Accuracy: 91.46% +Test Set - Loss: 0.0003, Accuracy: 90.22% diff --git a/training_results/env1/ReLU_lr01/MNIST b/training_results/env1/ReLU_lr01/MNIST new file mode 100644 index 0000000..f586eff --- /dev/null +++ b/training_results/env1/ReLU_lr01/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 0.426265, Accuracy: 87.01% +Test Set - Loss: 0.0001, Accuracy: 96.91% + +MNIST: Epoch 2 - Avg Loss: 0.082446, Accuracy: 97.52% +Test Set - Loss: 0.0001, Accuracy: 98.33% + +MNIST: Epoch 3 - Avg Loss: 0.054633, Accuracy: 98.32% +Test Set - Loss: 0.0000, Accuracy: 98.62% + +MNIST: Epoch 4 - Avg Loss: 0.041592, Accuracy: 98.72% +Test Set - Loss: 0.0000, Accuracy: 98.73% + +MNIST: Epoch 5 - Avg Loss: 0.035133, Accuracy: 98.88% +Test Set - Loss: 0.0000, Accuracy: 98.81% + +MNIST: Epoch 6 - Avg Loss: 0.028988, Accuracy: 99.05% +Test Set - Loss: 0.0000, Accuracy: 98.76% + +MNIST: Epoch 7 - Avg Loss: 0.025236, Accuracy: 99.16% +Test Set - Loss: 0.0000, Accuracy: 98.58% + +MNIST: Epoch 8 - Avg Loss: 0.022040, Accuracy: 99.31% +Test Set - Loss: 0.0000, Accuracy: 98.85% + +MNIST: Epoch 9 - Avg Loss: 0.019295, Accuracy: 99.39% +Test Set - Loss: 0.0000, Accuracy: 98.94% + +MNIST: Epoch 10 - Avg Loss: 0.015332, Accuracy: 99.50% +Test Set - Loss: 0.0000, Accuracy: 98.91% -- cgit v1.2.3