torch-dist-bench latency plots: 9 collectives benchmarked on 8x B200

StasBekman · x · 2026-10-15

Stas Bekman shared the latency companion plots from torch-dist-bench runs on 8x NVIDIA B200: per-call median latency for 9 collectives (allreduce, allgather, gather, scatter, batchisendirecv, etc.) across message sizes from 8B to 16GiB. Small-message latencies sit in the tens of microseconds; batchisendirecv shows a notable latency plateau at mid-size messages, while bus bandwidth for most collectives climbs to 600–800+ GBps at large payloads.

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