Installation

We use MLCommons CM Automation framework to run MLPerf inference benchmarks.

CM needs git, python3-pip and python3-venv installed on your system. If any of these are absent, please follow the official CM installation page to install them. Once the dependencies are installed, do the following

Activate a VENV for CM

   python3 -m venv cm
   source cm/bin/activate

Install CM and pulls any needed repositories

   pip install cm4mlops

To work on custom GitHub repo and branch

   pip install cmind && cm init --quiet --repo=mlcommons@cm4mlops --branch=mlperf-inference

Here, repo is in the format githubUsername@githubRepo.

Now, you are ready to use the cm commands to run MLPerf inference as given in the benchmarks page