(Single-card) Model perf tests #3727
Workflow file for this run
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| name: "Model perf regressions and output report" | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: "0 2,7,10,14,17,20,23 * * *" | |
| workflow_call: | |
| jobs: | |
| build-docker-artifact: | |
| uses: ./.github/workflows/build-docker-artifact.yaml | |
| secrets: inherit | |
| build-artifact: | |
| needs: build-docker-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_${{ matrix.test-info.arch }}.tar | |
| - uses: ./.github/actions/install-python-deps | |
| - uses: ./.github/actions/load-docker-image | |
| - name: Run performance regressions | |
| id: performance_tests | |
| timeout-minutes: 30 | |
| run: | | |
| ./scripts/docker/run_docker_cmd.sh -e TTNN_CONFIG_OVERRIDES=${TTNN_CONFIG_OVERRIDES} -- \ | |
| /bin/bash -c "source 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 |