diff options
Diffstat (limited to 'training_results/env1/LeNet')
-rw-r--r-- | training_results/env1/LeNet/FashionMNIST | 29 | ||||
-rw-r--r-- | training_results/env1/LeNet/MNIST | 29 |
2 files changed, 58 insertions, 0 deletions
diff --git a/training_results/env1/LeNet/FashionMNIST b/training_results/env1/LeNet/FashionMNIST new file mode 100644 index 0000000..6283626 --- /dev/null +++ b/training_results/env1/LeNet/FashionMNIST @@ -0,0 +1,29 @@ +FashionMNIST: Epoch 1 - Avg Loss: 2.309341, Accuracy: 10.08% +Test Set - Loss: 0.0023, Accuracy: 10.00% + +FashionMNIST: Epoch 2 - Avg Loss: 2.307024, Accuracy: 10.21% +Test Set - Loss: 0.0023, Accuracy: 10.00% + +FashionMNIST: Epoch 3 - Avg Loss: 2.302996, Accuracy: 10.56% +Test Set - Loss: 0.0023, Accuracy: 10.01% + +FashionMNIST: Epoch 4 - Avg Loss: 1.687253, Accuracy: 37.36% +Test Set - Loss: 0.0012, Accuracy: 49.72% + +FashionMNIST: Epoch 5 - Avg Loss: 1.064703, Accuracy: 57.92% +Test Set - Loss: 0.0010, Accuracy: 61.38% + +FashionMNIST: Epoch 6 - Avg Loss: 0.884701, Accuracy: 66.37% +Test Set - Loss: 0.0008, Accuracy: 70.68% + +FashionMNIST: Epoch 7 - Avg Loss: 0.753581, Accuracy: 72.27% +Test Set - Loss: 0.0007, Accuracy: 73.52% + +FashionMNIST: Epoch 8 - Avg Loss: 0.676762, Accuracy: 74.69% +Test Set - Loss: 0.0007, Accuracy: 75.62% + +FashionMNIST: Epoch 9 - Avg Loss: 0.621491, Accuracy: 76.14% +Test Set - Loss: 0.0006, Accuracy: 75.08% + +FashionMNIST: Epoch 10 - Avg Loss: 0.581396, Accuracy: 77.38% +Test Set - Loss: 0.0006, Accuracy: 77.20% diff --git a/training_results/env1/LeNet/MNIST b/training_results/env1/LeNet/MNIST new file mode 100644 index 0000000..88642bb --- /dev/null +++ b/training_results/env1/LeNet/MNIST @@ -0,0 +1,29 @@ +MNIST: Epoch 1 - Avg Loss: 2.308666, Accuracy: 10.42% +Test Set - Loss: 0.0023, Accuracy: 10.28% + +MNIST: Epoch 2 - Avg Loss: 2.306304, Accuracy: 10.51% +Test Set - Loss: 0.0023, Accuracy: 11.35% + +MNIST: Epoch 3 - Avg Loss: 2.304816, Accuracy: 10.68% +Test Set - Loss: 0.0023, Accuracy: 10.10% + +MNIST: Epoch 4 - Avg Loss: 2.302455, Accuracy: 11.19% +Test Set - Loss: 0.0023, Accuracy: 10.10% + +MNIST: Epoch 5 - Avg Loss: 2.259399, Accuracy: 17.14% +Test Set - Loss: 0.0020, Accuracy: 28.84% + +MNIST: Epoch 6 - Avg Loss: 1.516466, Accuracy: 45.21% +Test Set - Loss: 0.0010, Accuracy: 63.76% + +MNIST: Epoch 7 - Avg Loss: 0.813830, Accuracy: 72.03% +Test Set - Loss: 0.0006, Accuracy: 78.31% + +MNIST: Epoch 8 - Avg Loss: 0.538955, Accuracy: 83.74% +Test Set - Loss: 0.0004, Accuracy: 87.70% + +MNIST: Epoch 9 - Avg Loss: 0.378298, Accuracy: 88.81% +Test Set - Loss: 0.0003, Accuracy: 90.50% + +MNIST: Epoch 10 - Avg Loss: 0.306804, Accuracy: 90.83% +Test Set - Loss: 0.0003, Accuracy: 91.91% |