Building a Performance Model for Deep Learning Recommendation Model Training on GPUs

Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens. Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. In 29th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2022, Bengaluru, India, December 18-21, 2022. pages 48-58, IEEE, 2022. [doi]

Authors

Zhongyi Lin

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Louis Feng

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Ehsan K. Ardestani

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Jaewon Lee

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John Lundell

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Changkyu Kim

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Arun Kejariwal

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John D. Owens

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