(Single-card) Model perf tests #3726
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: "Model perf regressions and output report" | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "0 2,7,10,14,17,20,23 * * *" | |
| workflow_call: | |
| jobs: | |
| build-artifact: | |
| uses: ./.github/workflows/build-artifact.yaml | |
| secrets: inherit | |
| models-perf: | |
| needs: build-artifact | |
| strategy: | |
| # Do not fail-fast because we need to ensure all tests go to completion | |
| # so we try not to get hanging machines | |
| fail-fast: false | |
| matrix: | |
| test-info: [ | |
| {name: "GS", arch: grayskull, runs-on: ["perf-grayskull", "self-reset"], machine-type: "bare_metal"}, | |
| {name: "N300 WH B0", arch: wormhole_b0, runs-on: ["perf-wormhole_b0", "self-reset"], machine-type: "bare_metal"}, | |
| ] | |
| model-type: [llm_javelin, cnn_javelin, other] | |
| name: "${{ matrix.model-type }} ${{ matrix.test-info.name }}" | |
| env: | |
| TT_METAL_ENV: ${{ vars.TT_METAL_ENV }} | |
| ARCH_NAME: ${{ matrix.test-info.arch }} | |
| LOGURU_LEVEL: INFO | |
| TTNN_CONFIG_OVERRIDES: '{"enable_fast_runtime_mode": true}' | |
| environment: dev | |
| runs-on: ${{ matrix.test-info.runs-on }} | |
| steps: | |
| - uses: tenstorrent-metal/metal-workflows/.github/actions/[email protected] | |
| - name: Enable Performance mode | |
| run: | | |
| sudo cpupower frequency-set -g performance | |
| - name: Ensure weka mount is active | |
| run: | | |
| sudo systemctl restart mnt-MLPerf.mount | |
| sudo /etc/rc.local | |
| ls -al /mnt/MLPerf/bit_error_tests | |
| - name: Set up dynamic env vars for build | |
| run: | | |
| echo "TT_METAL_HOME=$(pwd)" >> $GITHUB_ENV | |
| echo "PYTHONPATH=$(pwd)" >> $GITHUB_ENV | |
| - uses: actions/download-artifact@v4 | |
| with: | |
| name: TTMetal_build_${{ matrix.test-info.arch }} | |
| - name: Extract files | |
| run: tar -xvf ttm_${{ matrix.test-info.arch }}.tar | |
| - uses: ./.github/actions/install-python-deps | |
| - name: Run performance regressions | |
| id: performance_tests | |
| timeout-minutes: 30 | |
| run: | | |
| source ${{ github.workspace }}/python_env/bin/activate | |
| ./tests/scripts/run_tests.sh --tt-arch $ARCH_NAME --pipeline-type ${{ matrix.model-type }}_models_performance_${{ matrix.test-info.machine-type }} | |
| - uses: ./.github/actions/slack-report | |
| if: ${{ steps.performance_tests.outcome != 'success' }} | |
| with: | |
| slack_webhook_url: ${{ secrets.SLACK_WEBHOOK_URL }} | |
| - name: Check perf report exists | |
| id: check-perf-report | |
| if: ${{ !cancelled() }} | |
| run: | | |
| ls -hal | |
| export PERF_REPORT_FILENAME=Models_Perf_$(date +%Y_%m_%d).csv | |
| ls -hal $PERF_REPORT_FILENAME | |
| echo "perf_report_filename=$PERF_REPORT_FILENAME" >> "$GITHUB_OUTPUT" | |
| - name: Upload perf report | |
| if: ${{ !cancelled() && steps.check-perf-report.conclusion == 'success' }} | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: perf-report-csv-${{ matrix.model-type }}-${{ matrix.test-info.arch }}-${{ matrix.test-info.machine-type }} | |
| path: "${{ steps.check-perf-report.outputs.perf_report_filename }}" | |
| - name: Disable Performance mode | |
| if: always() | |
| run: | | |
| sudo cpupower frequency-set -g ondemand |