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Assess the performance / memory trade-off  #228

@Maxusmusti

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@Maxusmusti

Assess how much memory is saved and performance is lost when switching from BACKWARD_PRE to BACKWARD_POST or None for torch.distributed.fsdp.BackwardPrefetch.

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