MLPerf Inference Nvidia implementations #12
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| name: MLPerf Inference Nvidia implementations | |
| on: | |
| schedule: | |
| - cron: "55 16 * * *" #to be adjusted | |
| jobs: | |
| build_nvidia: | |
| if: github.repository_owner == 'gateoverflow' | |
| runs-on: [ self-hosted, linux, x64, GO-spr ] | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: [ "3.12" ] | |
| model: [ "resnet50" ] | |
| steps: | |
| - name: Test MLPerf Inference NVIDIA ${{ matrix.model }} | |
| run: | | |
| if [ -f "gh_action/bin/deactivate" ]; then source gh_action/bin/deactivate; fi | |
| python3 -m venv gh_action | |
| source gh_action/bin/activate | |
| export CM_REPOS=$HOME/GH_CM | |
| pip install --upgrade cm4mlops | |
| cm pull repo | |
| cm run script --tags=run-mlperf,inference,_all-scenarios,_submission,_r4.1-dev --execution_mode=valid --offline_target_qps=90000 --server_target_qps=72000 --submitter="MLCommons" --hw_name=gh_ubuntu_x86 --model=resnet50 --implementation=nvidia --backend=tensorrt --category=datacenter --docker_dt=yes --docker_it=no --docker_cm_repo=gateoverflow@cm4mlops --adr.compiler.tags=gcc --device=cuda --results_dir=$HOME/gh_action_results --submission_dir=$HOME/gh_action_submissions --clean --docker --quiet | |
| 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 ${{ matrix.model }} GH action on NVIDIARTX4090" --quiet --submission_dir=$HOME/gh_action_submissions |