summaryrefslogtreecommitdiffhomepage
path: root/training_results/env1/LeNet
diff options
context:
space:
mode:
Diffstat (limited to 'training_results/env1/LeNet')
-rw-r--r--training_results/env1/LeNet/FashionMNIST29
-rw-r--r--training_results/env1/LeNet/MNIST29
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%