LLM: local arc perf test #102
Workflow file for this run
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| name: LLM Performance Test | ||
| # Cancel previous runs in the PR when you push new commits | ||
| concurrency: | ||
| group: ${{ github.workflow }}-llm-performance-tests-${{ github.event.pull_request.number || github.run_id }} | ||
| cancel-in-progress: true | ||
| # Controls when the action will run. | ||
| on: | ||
| schedule: | ||
| - cron: "00 13 * * *" # GMT time, 13:00 GMT == 21:00 China | ||
| pull_request: | ||
| branches: [main] | ||
| paths: | ||
| - ".github/workflows/llm_performance_tests.yml" | ||
| - ".github/workflows/llm-binary-build.yml" | ||
| - ".github/actions/llm/setup-llm-env/action.yml" | ||
| - ".github/actions/llm/remove-llm-env/action.yml" | ||
| - ".github/actions/llm/download-llm-binary/action.yml" | ||
| - "python/llm/test/benchmark/**" | ||
| workflow_dispatch: | ||
| workflow_call: | ||
| # A workflow run is made up of one or more jobs that can run sequentially or in parallel | ||
| # jobs: | ||
| # llm-cpp-build: | ||
| # uses: ./.github/workflows/llm-binary-build.yml | ||
| # llm-performance-test: | ||
| # needs: llm-cpp-build | ||
| # strategy: | ||
| # fail-fast: false | ||
| # matrix: | ||
| # python-version: ["3.9"] | ||
| # instruction: ["AVX512"] | ||
| # runs-on: [self-hosted, llm, perf] | ||
| # env: | ||
| # THREAD_NUM: 24 | ||
| # steps: | ||
| # - name: Set environment variables | ||
| # shell: bash | ||
| # run: | | ||
| # echo "LLAMA2_7B_ORIGIN_PATH=${ORIGIN_DIR}/Llama-2-7b-chat-hf" >> "$GITHUB_ENV" | ||
| # - uses: actions/checkout@v2 | ||
| # - name: Set up Python ${{ matrix.python-version }} | ||
| # uses: actions/setup-python@v2 | ||
| # with: | ||
| # python-version: ${{ matrix.python-version }} | ||
| # - name: Install dependencies | ||
| # run: | | ||
| # python -m pip install --upgrade pip | ||
| # python -m pip install --upgrade setuptools==58.0.4 | ||
| # python -m pip install --upgrade wheel | ||
| # - name: Download llm binary | ||
| # uses: ./.github/actions/llm/download-llm-binary | ||
| # - name: Run LLM install (all) test | ||
| # uses: ./.github/actions/llm/setup-llm-env | ||
| # env: | ||
| # ANALYTICS_ZOO_ROOT: ${{ github.workspace }} | ||
| # - name: Download LLMs | ||
| # shell: bash | ||
| # run: | | ||
| # if [ ! -d $LLAMA2_7B_ORIGIN_PATH ]; then | ||
| # echo "Directory $LLAMA2_7B_ORIGIN_PATH not found. Downloading from FTP server..." | ||
| # wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Llama-2-7b-chat-hf -P $ORIGIN_DIR | ||
| # fi | ||
| # - name: Run LLM Performance test | ||
| # env: | ||
| # ANALYTICS_ZOO_ROOT: ${{ github.workspace }} | ||
| # run: bash python/llm/dev/benchmark/run-benchmark-tests.sh | ||
| # - name: Clean up test environment | ||
| # uses: ./.github/actions/llm/remove-llm-env | ||
| # env: | ||
| # ANALYTICS_ZOO_ROOT: ${{ github.workspace }} | ||
| llm-performance-test-on-arc: | ||
| needs: llm-cpp-build | ||
| strategy: | ||
| fail-fast: false | ||
| matrix: | ||
| python-version: ["3.9"] | ||
| runs-on: [self-hosted, llm, perf] | ||
| env: | ||
| OMP_NUM_THREADS: 16 | ||
| THREAD_NUM: 16 | ||
| ANALYTICS_ZOO_ROOT: ${{ github.workspace }} | ||
| steps: | ||
| - uses: actions/checkout@v3 | ||
| - name: Set up Python ${{ matrix.python-version }} | ||
| uses: actions/setup-python@v4 | ||
| with: | ||
| python-version: ${{ matrix.python-version }} | ||
| - name: Install dependencies | ||
| shell: bash | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| python -m pip install --upgrade omegaconf | ||
| python -m pip install --upgrade pandas | ||
| python -m pip install --upgrade einops | ||
| - name: Download llm binary | ||
| uses: ./.github/actions/llm/download-llm-binary | ||
| - name: Run LLM install (all) test | ||
| uses: ./.github/actions/llm/setup-llm-env | ||
| with: | ||
| extra-dependency: "xpu" | ||
| - name: Test installed xpu version | ||
| shell: bash | ||
| run: | | ||
| source /opt/intel/oneapi/setvars.sh | ||
| bash python/llm/test/run-llm-install-tests.sh | ||
| - name: Test on xpu | ||
| shell: bash | ||
| run: | | ||
| source /opt/intel/oneapi/setvars.sh | ||
| export USE_XETLA=OFF | ||
| export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1 | ||
| cd python/llm/dev/benchmark/all-in-one | ||
| export http_proxy=${HTTP_PROXY} | ||
| export https_proxy=${HTTPS_PROXY} | ||
| taskset -c 0-$((THREAD_NUM - 1)) python run.py | ||
