weight_decay fix

2019-08-26 16:24:19 +02:00 · 2019-08-26 16:24:19 +02:00 · 798a7396f1
commit 798a7396f1
parent ff82e4d488
1 changed files with 2 additions and 3 deletions
--- a/train.py
+++ b/train.py
@ -261,9 +261,8 @@ def train():
                print('WARNING: nan loss detected, ending training')
                return results

-            # Divide by accumulation count
-            if accumulate > 1:
-                loss /= accumulate
+            # Scale loss by nominal batch_size of 64
+            loss *= batch_size / 64

            # Compute gradient
            if mixed_precision: