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fix imbalanced gpu memory usage. #20
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Hi,
The imbalanced gpu memory usage has been fixed in this pull request, where the loss should be computed in the DataParallel model during training. This is crucial to get the training pipeline available on GTX 1080-Ti (11.2G) without decreasing the batch size.
Thanks!