Fix non-prefetch variant of Mixup. Fixes #50

2019-11-02 17:42:55 -07:00 · 2019-11-02 17:42:55 -07:00 · 4748c6dff2
parent 0d58c50fb1
commit 4748c6dff2
1 changed files with 1 additions and 1 deletions
--- a/train.py
+++ b/train.py
@ -439,7 +439,7 @@ def train_epoch(
                lam = 1.
                if not args.mixup_off_epoch or epoch < args.mixup_off_epoch:
                    lam = np.random.beta(args.mixup, args.mixup)
-                input.mul_(lam).add_(1 - lam, input.flip(0))
+                input = input.mul(lam).add_(1 - lam, input.flip(0))
                target = mixup_target(target, args.num_classes, lam, args.smoothing)

        output = model(input)