MLPerf inference MIXTRAL-8x7B #54
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| # This workflow will install Python dependencies, run tests and lint with a variety of Python versions | |
| # For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions | |
| name: MLPerf inference MIXTRAL-8x7B | |
| on: | |
| schedule: | |
| - cron: "08 23 * * *" # 30th minute and 20th hour => 20:30 UTC => 2 AM IST | |
| jobs: | |
| build_reference: | |
| if: github.repository_owner == 'gateoverflow' | |
| runs-on: [ self-hosted, phoenix, linux, x64 ] | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: [ "3.12" ] | |
| backend: [ "pytorch" ] | |
| device: [ "cpu" ] | |
| precision: [ "float16" ] | |
| steps: | |
| - name: Test MLPerf Inference MIXTRAL-8X7B reference implementation | |
| run: | | |
| source gh_action/bin/deactivate || python3 -m venv gh_action | |
| source gh_action/bin/activate | |
| export CM_REPOS=$HOME/GH_CM | |
| pip install cm4mlops | |
| pip install "huggingface_hub[cli]" | |
| git config --global credential.helper store | |
| huggingface-cli login --token ${{ secrets.HF_TOKEN }} --add-to-git-credential | |
| cm pull repo | |
| cm run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --model=mixtral-8x7b --implementation=reference --batch_size=1 --precision=${{ matrix.precision }} --backend=${{ matrix.backend }} --category=datacenter --scenario=Offline --execution_mode=test --device=${{ matrix.device }} --docker_it=no --docker_cm_repo=gateoverflow@cm4mlops --adr.compiler.tags=gcc --hw_name=gh_action --docker_dt=yes --results_dir=$HOME/gh_action_results --submission_dir=$HOME/gh_action_submissions --docker --quiet --test_query_count=3 --target_qps=0.001 --clean --env.CM_MLPERF_MODEL_MIXTRAL_8X7B_DOWNLOAD_TO_HOST=yes --env.CM_MLPERF_DATASET_MIXTRAL_8X7B_DOWNLOAD_TO_HOST=yes --adr.openorca-mbxp-gsm8k-combined-preprocessed.tags=_size.1 | |
| cm run script --tags=push,github,mlperf,inference,submission --repo_url=https://github.com/gateoverflow/mlperf_inference_test_submissions_v5.0 --repo_branch=main --commit_message="Results from self hosted Github actions - GO-phoenix" --quiet --submission_dir=$HOME/gh_action_submissions |