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benchmark-program-mlperf

Automatically generated README for this automation recipe: benchmark-program-mlperf

Category: Modular MLPerf inference benchmark pipeline

License: Apache 2.0

  • CM meta description for this script: _cm.json
  • Output cached? False

Reuse this script in your project

Install MLCommons CM automation meta-framework

Pull CM repository with this automation recipe (CM script)

cm pull repo mlcommons@cm4mlops

cmr "mlperf benchmark-mlperf" --help

Run this script

Run this script via CLI
cm run script --tags=mlperf,benchmark-mlperf[,variations]
Run this script via CLI (alternative)
cmr "mlperf benchmark-mlperf [variations]"
Run this script from Python
import cmind

r = cmind.access({'action':'run'
              'automation':'script',
              'tags':'mlperf,benchmark-mlperf'
              'out':'con',
              ...
              (other input keys for this script)
              ...
             })

if r['return']>0:
    print (r['error'])
Run this script via Docker (beta)
cm docker script "mlperf benchmark-mlperf[variations]"

Variations

  • Group "power-mode"

    Click here to expand this section.

    • _no-power (default)
    • _power
      • ENV variables:
        • CM_MLPERF_POWER: yes
Default variations

_no-power

Script output

cmr "mlperf benchmark-mlperf [variations]"  -j