Put validation loss under amp_autocast #1586
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Secured the loss evaluation under the amp, avoiding function to operate on float16
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Secured the loss evaluation under the amp_autocast(), avoiding the loss function to operate on float16.
As mentioned in this thread, and underlined in the pytorch documentation it is not safe to let the nn.CrossEntropyLossloss function to operate in float16.