Search Results for author: Ashish Raniwala

Found 1 papers, 0 papers with code

Analyzing and Mitigating Data Stalls in DNN Training

no code implementations14 Jul 2020 Jayashree Mohan, Amar Phanishayee, Ashish Raniwala, Vijay Chidambaram

We analyze nine different models across three tasks and four datasets while varying factors such as the amount of memory, number of CPU threads, storage device, GPU generation etc on servers that are a part of a large production cluster at Microsoft.

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