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MLPerf Automations and Scripts
This repository contains the automations and scripts used to run MLPerf benchmarks, primarily focusing on MLPerf inference benchmarks. The automations used here are largely based on and extended from the Collective Mind script automations.
Collective Mind (CM) Automations
CM (Collective Mind) is a Python package with a CLI and API designed to create and manage automations. Two key automations developed using CM are Script and Cache, which streamline ML workflows, including managing Docker runs.
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Provenance
The following attestation bundles were made for cm4mlops-0.6.16.tar.gz:
Publisher:
build_wheel.yml on mlcommons/mlperf-automations
-
Statement:
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Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
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Permalink:
mlcommons/mlperf-automations@f5eb712934119192e9b562cf6d06987c7ec8106a -
Branch / Tag:
refs/heads/dev - Owner: https://github.com/mlcommons
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Access:
public
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Runner Environment:
github-hosted -
Publication workflow:
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Trigger Event:
push
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