Search Results for author: Ajaya Durg

Found 1 papers, 0 papers with code

TACOS: Topology-Aware Collective Algorithm Synthesizer for Distributed Machine Learning

no code implementations11 Apr 2023 William Won, Midhilesh Elavazhagan, Sudarshan Srinivasan, Ajaya Durg, Samvit Kaul, Swati Gupta, Tushar Krishna

To this end, this paper introduces TACOS, an automated synthesizer that generates topology-aware collective algorithms for common distributed machine learning collectives across arbitrary input network topologies.

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