Training results mentioned in article https://jgh.xyz/posts/mnist_compare/

2 files changed, 58 insertions, 0 deletions

diff --git a/training_results/env1/MaxPool/FashionMNIST b/training_results/env1/MaxPool/FashionMNIST
new file mode 100644
index 0000000..53f6193
--- /dev/null
+++ b/training_results/env1/MaxPool/FashionMNIST
@@ -0,0 +1,29 @@
+FashionMNIST: Epoch 1 - Avg Loss: 2.310656, Accuracy: 9.90%
+Test Set - Loss: 0.0023, Accuracy: 10.00%
+
+FashionMNIST: Epoch 2 - Avg Loss: 2.306694, Accuracy: 10.16%
+Test Set - Loss: 0.0023, Accuracy: 10.00%
+
+FashionMNIST: Epoch 3 - Avg Loss: 1.923101, Accuracy: 28.77%
+Test Set - Loss: 0.0013, Accuracy: 51.27%
+
+FashionMNIST: Epoch 4 - Avg Loss: 1.102855, Accuracy: 56.44%
+Test Set - Loss: 0.0010, Accuracy: 61.11%
+
+FashionMNIST: Epoch 5 - Avg Loss: 0.901078, Accuracy: 65.37%
+Test Set - Loss: 0.0008, Accuracy: 69.59%
+
+FashionMNIST: Epoch 6 - Avg Loss: 0.749000, Accuracy: 72.32%
+Test Set - Loss: 0.0007, Accuracy: 74.29%
+
+FashionMNIST: Epoch 7 - Avg Loss: 0.652000, Accuracy: 75.16%
+Test Set - Loss: 0.0006, Accuracy: 75.61%
+
+FashionMNIST: Epoch 8 - Avg Loss: 0.595909, Accuracy: 76.72%
+Test Set - Loss: 0.0006, Accuracy: 76.69%
+
+FashionMNIST: Epoch 9 - Avg Loss: 0.557655, Accuracy: 78.12%
+Test Set - Loss: 0.0006, Accuracy: 78.31%
+
+FashionMNIST: Epoch 10 - Avg Loss: 0.528804, Accuracy: 79.27%
+Test Set - Loss: 0.0005, Accuracy: 79.37%
diff --git a/training_results/env1/MaxPool/MNIST b/training_results/env1/MaxPool/MNIST
new file mode 100644
index 0000000..02957a9
--- /dev/null
+++ b/training_results/env1/MaxPool/MNIST
@@ -0,0 +1,29 @@
+MNIST: Epoch 1 - Avg Loss: 2.308749, Accuracy: 10.40%
+Test Set - Loss: 0.0023, Accuracy: 10.09%
+
+MNIST: Epoch 2 - Avg Loss: 2.305803, Accuracy: 10.54%
+Test Set - Loss: 0.0023, Accuracy: 9.80%
+
+MNIST: Epoch 3 - Avg Loss: 2.305379, Accuracy: 10.61%
+Test Set - Loss: 0.0023, Accuracy: 10.28%
+
+MNIST: Epoch 4 - Avg Loss: 2.303191, Accuracy: 11.06%
+Test Set - Loss: 0.0023, Accuracy: 9.82%
+
+MNIST: Epoch 5 - Avg Loss: 2.299156, Accuracy: 11.53%
+Test Set - Loss: 0.0023, Accuracy: 14.30%
+
+MNIST: Epoch 6 - Avg Loss: 2.022232, Accuracy: 30.36%
+Test Set - Loss: 0.0013, Accuracy: 54.77%
+
+MNIST: Epoch 7 - Avg Loss: 0.855694, Accuracy: 72.13%
+Test Set - Loss: 0.0006, Accuracy: 81.76%
+
+MNIST: Epoch 8 - Avg Loss: 0.483181, Accuracy: 85.77%
+Test Set - Loss: 0.0004, Accuracy: 90.08%
+
+MNIST: Epoch 9 - Avg Loss: 0.301197, Accuracy: 91.52%
+Test Set - Loss: 0.0002, Accuracy: 93.41%
+
+MNIST: Epoch 10 - Avg Loss: 0.217239, Accuracy: 93.91%
+Test Set - Loss: 0.0002, Accuracy: 94.57%