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examples/simple/distributed/README.md
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[torch.nn.parallel.DistributedDataParallel](https://pytorch.org/docs/stable/nn.html#distributeddataparallel)
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and the Pytorch multiprocess launcher script,
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[torch.distributed.launch](https://pytorch.org/docs/master/distributed.html#launch-utility).
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-The use of `Amp` with distributed does not need to change from ordinary
+The use of `Amp` with DistributedDataParallel does not need to change from ordinary
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single-process use. The only gotcha is that wrapping your model with `DistributedDataParallel` must
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come after the call to `amp.initialize`. Test via
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```bash
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