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If I pass DDPShardedPlugin(reduce_fp16=True) as a plugin to the Trainer, I would expect reduce_fp16 to be sent to the ShardedDataParallel wrapper. This is inline with what happens in the DDPPlugin with the DistributedDataParallel.