knagrecha

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icon company Meta, Inc. icon location Menlo Park, CA icon location Research Scientist @ Meta (Co-Design). Prev. Netflix Research (recs + content gen) , UCSD PhD w/ Arun Kumar & Hao Zhang. Large-scale DL perf optimization.

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saturn

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Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.

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hydra

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Execution framework for multi-task model parallelism. Enables the training of arbitrarily large models with a single GPU, with linear speedups for multi-gpu multi-task execution.

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