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Gradient checkpointing very slow on multiple GPUs #11

@smandava98

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@smandava98

Hi @chuanyangjin ,

When I run your repo with gradient checkpointing, I find that it is super slow with multiple GPUs.
I think the culprit is torch.checkpoint. Is there an alternative?

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