1% MNIST performance improvement

mateogianolio · Mar 23, 2015 · a356662 · a356662
1 parent f156863
commit a356662
Showing 1 changed file with 5 additions and 5 deletions.
diff --git a/README.md b/README.md
@@ -31,8 +31,8 @@ var character = String.fromCharCode(parseInt(output.join(''), 2));
 {
  "mnist": true,
  "network": {
- "hidden": 40,
- "learning_rate": 0.02
+ "hidden": 160,
+ "learning_rate": 0.03
  }
 }
 ```
@@ -41,11 +41,11 @@ var character = String.fromCharCode(parseInt(output.join(''), 2));
  * ```400``` input
  * ```40``` hidden
  * ```4``` output
-* **Learning rate:** ```0.02```
+* **Learning rate:** ```0.03```
 * **Training set:** ```60000``` digits
 * **Testing set:** ```10000``` digits
-* **Training time:** ```4 min 11 s 337 ms```
-* **Success rate:** ```89.08%```
+* **Training time:** ```36 min 22 s 50 ms```
+* **Success rate:** ```90.14%```
 
 ### [A-Za-z0-9]