MLPerf inference GPT-J #72
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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 GPT-J | |
on: | |
schedule: | |
- cron: "15 19 * * *" | |
jobs: | |
build: | |
if: github.repository_owner == 'gateoverflow' | |
runs-on: [ self-hosted, linux, x64, GO-spr ] | |
strategy: | |
fail-fast: false | |
matrix: | |
python-version: [ "3.12" ] | |
backend: [ "pytorch" ] | |
precision: [ "float16" ] | |
steps: | |
- name: Test MLPerf Inference GPTJ | |
run: | | |
source gh_action/bin/deactivate || python3 -m venv gh_action | |
source gh_action/bin/activate | |
export CM_REPOS=$HOME/GH_CM | |
python3 -m pip install cm4mlops | |
cm pull repo | |
cm run script --tags=run-mlperf,inference,_submission,_short --submitter="MLCommons" --docker --model=gptj-99 --backend=${{ matrix.backend }} --device=cuda --scenario=Offline --test_query_count=1 --precision=${{ matrix.precision }} --target_qps=1 --quiet --docker_it=no --docker_cm_repo=gateoverflow@cm4mlops --adr.compiler.tags=gcc --beam_size=1 --hw_name=gh_action --docker_dt=yes --results_dir=$HOME/gh_action_results --submission_dir=$HOME/gh_action_submissions --get_platform_details=yes --implementation=reference --clean | |
cm run script --tags=push,github,mlperf,inference,submission --repo_url=https://github.com/gateoverflow/mlperf_inference_test_submissions_v5.0 --repo_branch=main --commit_message="Results from self hosted Github actions - NVIDIARTX4090" --quiet --submission_dir=$HOME/gh_action_submissions | |