Enable faster training with Amazon SageMaker data parallel library
AWS Machine Learning Blog
DECEMBER 5, 2023
In some large-distributed training jobs, more time can be spent on inter-GPU communication than actual GPU computation. sharded) across GPUs in the training job. An AllGather collective operation is performed each time parameters are unsharded—NCCL provides the standard open-source implementation of this routine.
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