Search Results for author: John Lundell

Found 1 papers, 0 papers with code

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

no code implementations19 Jan 2022 Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens

We show that our general performance model not only achieves low prediction error on DLRM, which has highly customized configurations and is dominated by multiple factors but also yields comparable accuracy on other compute-bound ML models targeted by most previous methods.

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