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· 1988 · arXiv 1988.44670

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cs.NI 1

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2026 1

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CONDITIONAL 1

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On Topology's Role in ML Training Performance

cs.NI · 2026-08-03 · conditional · novelty 6.0

For ML training collectives, a Clos network usually beats a torus except for AllGather, where the torus's higher per-node access bandwidth wins.

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  • On Topology's Role in ML Training Performance cs.NI · 2026-08-03 · conditional · none · ref 5

    For ML training collectives, a Clos network usually beats a torus except for AllGather, where the torus's higher per-node access bandwidth wins.