MLPerf: Difference between revisions
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(Created page with "[https://mlcommons.org/en/ MLPerf] is a consortium of key contributors from the AI/ML (Artificial Intelligence and Machine Learning) community that provides unbiased AI/ML performance evaluations of hardware, software, and services. == References ==") |
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[https://mlcommons.org/en/ MLPerf] is a consortium of key contributors from the AI/ML (Artificial Intelligence and Machine Learning) community that provides unbiased AI/ML performance evaluations of hardware, software, and services. | [https://mlcommons.org/en/ MLPerf] is a consortium of key contributors from the AI/ML (Artificial Intelligence and Machine Learning) community that provides unbiased AI/ML performance evaluations of hardware, software, and services. | ||
== Benchmark Script == | |||
<syntaxhighlight lang="bash"> | |||
#MIG slice benchmark | |||
trap "date; echo failed :(; exit 1" ERR # catch execution failures | |||
ALL_GPUS=$(nvidia-smi -L | grep "UUID: MIG-GPU" | cut -d" " -f8 | cut -d')' -f1) | |||
for gpu in $(echo "$ALL_GPUS"); do | |||
export CUDA_VISIBLE_DEVICES=$gpu | |||
$MLPERF_BENCHMARK & # launch workload in background | |||
done | |||
wait # wait for the completion of all the background processes | |||
</syntaxhighlight> | |||
== References == | == References == | ||
Revision as of 11:09, 22 May 2023
MLPerf is a consortium of key contributors from the AI/ML (Artificial Intelligence and Machine Learning) community that provides unbiased AI/ML performance evaluations of hardware, software, and services.
Benchmark Script
#MIG slice benchmark
trap "date; echo failed :(; exit 1" ERR # catch execution failures
ALL_GPUS=$(nvidia-smi -L | grep "UUID: MIG-GPU" | cut -d" " -f8 | cut -d')' -f1)
for gpu in $(echo "$ALL_GPUS"); do
export CUDA_VISIBLE_DEVICES=$gpu
$MLPERF_BENCHMARK & # launch workload in background
done
wait # wait for the completion of all the background processes