… The following is an example: nccl p2p bus bandwidth gbs{version="v5.1",slurm job id="1670760",node="nvl72033-T01",gpu="GPU0",comm name="unknown",n nodes="1",nranks="64",p2p operation="Send",message size="1-2MB"} 19.1634 nccl p2p exec time microseconds{version="v5.1",slurm job id="1670760",node="nvl… …
… Job recipes are designed to replace JSON-based job configuration with a Python-based job definition: Code-first: Define complete FL jobs in Python, not complex config files Write once, run anywhere: Same recipe runs in simulator, PoC, or production Speed to deployment: Go from experimentation to de… …
… Bursty or misconfigured jobs must not degrade cluster-wide performance. ConnectX-9 enforces fairness and isolation at the endpoint, ensuring that each job or tenant receives predictable network behavior regardless of the activity of others. …
… For example, to run a two-process MPI job, you could create a wrapper script wrapper.sh : !/bin/bash case $SLURM PROCID in 0 CUDA VISIBLE DEVICES=”MIG-ee2ec0e5-0dda-5591-9ee7-4ae51028b6fa” ;; 1 CUDA VISIBLE DEVICES=”MIG-2bbb368b-7cb0-53da-b1a4-7ace0652a197” ;; esac $ Then launch the MPI jobs: $ mpi… …