int4 and int8 #10
Workflow file for this run
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| name: Benchmark LMI torchserve nightly | |
| on: | |
| # run every day at 2:15am | |
| # schedule: | |
| # - cron: '15 02 * * *' | |
| push: | |
| branches: | |
| - benchmark_update | |
| jobs: | |
| nightly: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| hardware: [lmi] #[cpu, gpu, inf2, lmi] | |
| runs-on: | |
| - self-hosted | |
| - ${{ matrix.hardware }} | |
| timeout-minutes: 1320 | |
| steps: | |
| - name: Clean up previous run | |
| run: | | |
| echo "Cleaning up previous run" | |
| cd $RUNNER_WORKSPACE | |
| pwd | |
| cd .. | |
| pwd | |
| rm -rf _tool | |
| - name: Setup Python 3.9 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: 3.9 | |
| architecture: x64 | |
| - name: Setup Java 17 | |
| uses: actions/setup-java@v3 | |
| with: | |
| distribution: 'zulu' | |
| java-version: '17' | |
| - name: Checkout TorchServe | |
| uses: actions/checkout@v3 | |
| with: | |
| submodules: recursive | |
| - name: Download weights from s3 | |
| run: | | |
| pip install awscli | |
| aws s3 cp s3://torchserve/mar_files/llama-2/Llama-2-7b-chat-hf/ /home/ubuntu/Llama-2-7b-chat-hf --recursive | |
| - name: Install dependencies | |
| run: | | |
| sudo apt-get update -y | |
| sudo apt-get install -y apache2-utils | |
| pip install sentencepiece | |
| pip install -r benchmarks/requirements-ab.txt | |
| - name: Benchmark lmi nightly | |
| run: python benchmarks/auto_benchmark.py --input benchmarks/benchmark_config_lmi.yaml --skip false | |
| - name: Clean up weights | |
| run: | | |
| rm -rf /home/ubuntu/Llama-2-7b-chat-hf | |
| # - name: Save benchmark artifacts | |
| # uses: actions/upload-artifact@v2 | |
| # with: | |
| # name: nightly ${{ matrix.hardware }} artifact | |
| # path: /tmp/ts_benchmark | |
| # - name: Download benchmark artifacts for auto validation | |
| # uses: dawidd6/action-download-artifact@v2 | |
| # with: | |
| # workflow: ${{ github.event.workflow_run.workflow_id }} | |
| # workflow_conclusion: success | |
| # if_no_artifact_found: ignore | |
| # path: /tmp/ts_artifacts | |
| # name: ${{ matrix.hardware }}_benchmark_validation | |
| # - name: Validate Benchmark result | |
| # run: python benchmarks/validate_report.py --input-artifacts-dir /tmp/ts_artifacts/${{ matrix.hardware }}_benchmark_validation | |
| # - name: Update benchmark artifacts for auto validation | |
| # run: python benchmarks/utils/update_artifacts.py --output /tmp/ts_artifacts/${{ matrix.hardware }}_benchmark_validation | |
| # - name: Upload the updated benchmark artifacts for auto validation | |
| # uses: actions/upload-artifact@v2 | |
| # with: | |
| # name: ${{ matrix.hardware }}_benchmark_validation | |
| # path: /tmp/ts_artifacts | |
| # - name: Open issue on failure | |
| # if: ${{ failure() && github.event_name == 'schedule' && matrix.hardware == 'cpu' }} | |
| # uses: dacbd/create-issue-action@v1 | |
| # with: | |
| # token: ${{ secrets.GITHUB_TOKEN }} | |
| # title: Nightly ${{ matrix.hardware }} benchmark failed | |
| # body: Commit ${{ github.sha }} daily scheduled [CI run](https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}) failed, please check why | |
| # assignees: '' |