Aditya Bindal
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| title | conference | date |
|---|---|---|
| Accelerate NLP training with Amazon SageMaker | AWS Machine Learning Summit 2021 | 2021-06-02 |
Amazon SageMaker adds two libraries—SMdistributed.dataparallel and SMdistributed.modelparallel—that require minimal code changes and claim 20–40% faster… | ||
| Fast training and near-linear scaling with DataParallel in Amazon SageMaker | AWS re:Invent 2020 | 2020-11-30 |
SageMaker Distributed DataParallel removes network bottlenecks by offloading AllReduce to CPUs so the cluster’s CPUs act as CPUs-as-parameter-servers, shards… | ||
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