summaryrefslogtreecommitdiffhomepage
path: root/training_results/env1/ASGD/FashionMNIST
diff options
context:
space:
mode:
authorJeff Heiges <jeff.heiges@colorado.edu>2025-03-05 17:01:38 -0700
committerJeff Heiges <jeff.heiges@colorado.edu>2025-03-05 17:01:38 -0700
commit0fe7603b6e0cb48160cc94e4a01b5f351b3c964a (patch)
tree07b7ab7228cccd1f7a002e914869a4f09f8f0a63 /training_results/env1/ASGD/FashionMNIST
parentd81318b0707dba6e7939994d5f9011be3be4219c (diff)
Training results mentioned in article https://jgh.xyz/posts/mnist_compare/
Diffstat (limited to 'training_results/env1/ASGD/FashionMNIST')
-rw-r--r--training_results/env1/ASGD/FashionMNIST29
1 files changed, 29 insertions, 0 deletions
diff --git a/training_results/env1/ASGD/FashionMNIST b/training_results/env1/ASGD/FashionMNIST
new file mode 100644
index 0000000..4039a8d
--- /dev/null
+++ b/training_results/env1/ASGD/FashionMNIST
@@ -0,0 +1,29 @@
+FashionMNIST: Epoch 1 - Avg Loss: 0.637018, Accuracy: 76.41%
+Test Set - Loss: 0.0004, Accuracy: 83.33%
+
+FashionMNIST: Epoch 2 - Avg Loss: 0.390859, Accuracy: 85.62%
+Test Set - Loss: 0.0004, Accuracy: 83.49%
+
+FashionMNIST: Epoch 3 - Avg Loss: 0.331581, Accuracy: 87.80%
+Test Set - Loss: 0.0003, Accuracy: 87.59%
+
+FashionMNIST: Epoch 4 - Avg Loss: 0.297520, Accuracy: 89.09%
+Test Set - Loss: 0.0003, Accuracy: 87.74%
+
+FashionMNIST: Epoch 5 - Avg Loss: 0.274952, Accuracy: 89.82%
+Test Set - Loss: 0.0003, Accuracy: 89.15%
+
+FashionMNIST: Epoch 6 - Avg Loss: 0.256673, Accuracy: 90.43%
+Test Set - Loss: 0.0003, Accuracy: 88.94%
+
+FashionMNIST: Epoch 7 - Avg Loss: 0.242304, Accuracy: 91.06%
+Test Set - Loss: 0.0003, Accuracy: 89.27%
+
+FashionMNIST: Epoch 8 - Avg Loss: 0.229634, Accuracy: 91.39%
+Test Set - Loss: 0.0003, Accuracy: 88.42%
+
+FashionMNIST: Epoch 9 - Avg Loss: 0.219350, Accuracy: 91.69%
+Test Set - Loss: 0.0003, Accuracy: 89.79%
+
+FashionMNIST: Epoch 10 - Avg Loss: 0.207259, Accuracy: 92.24%
+Test Set - Loss: 0.0003, Accuracy: 89.87%