benchmark_test #99
This file contains hidden or 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: benchmark_test | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| repo_org: | |
| required: false | |
| description: 'Tested repository organization name. Default is InternLM' | |
| type: string | |
| default: 'InternLM/lmdeploy' | |
| repo_ref: | |
| required: false | |
| description: 'Set branch or tag or commit id. Default is "main"' | |
| type: string | |
| default: 'main' | |
| benchmark_type: | |
| required: true | |
| description: 'Set benchmark type. Default is "["generation", "throughput", "api_server"]"' | |
| type: string | |
| default: "['apiserver', 'throughput']" | |
| offline_mode: | |
| required: true | |
| description: 'Whether start a offline mode, if true, you should prepare code and whl package by yourself' | |
| type: boolean | |
| default: false | |
| env: | |
| HOST_PIP_CACHE_DIR: /nvme/github-actions/pip-cache | |
| HOST_LOCALTIME: /usr/share/zoneinfo/Asia/Shanghai | |
| OUTPUT_FOLDER: cuda12.4_dist_${{ github.run_id }} | |
| REPORT_DIR: /nvme/qa_test_models/benchmark-reports/${{ github.run_id }} | |
| ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION: true | |
| FAIL_CONFIG: ${{ github.run_attempt != 1 && '--lf --lfnf none' || '--lf'}} | |
| jobs: | |
| linux-build: | |
| if: ${{github.event_name == 'schedule' || (!cancelled() && !inputs.offline_mode)}} | |
| strategy: | |
| matrix: | |
| pyver: [py310] | |
| runs-on: ubuntu-latest | |
| env: | |
| PYTHON_VERSION: ${{ matrix.pyver }} | |
| PLAT_NAME: manylinux2014_x86_64 | |
| DOCKER_TAG: cuda12.4 | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v3 | |
| with: | |
| repository: ${{ github.event.inputs.repo_org || 'InternLM/lmdeploy' }} | |
| ref: ${{github.event.inputs.repo_ref || 'main'}} | |
| - name: Build | |
| run: | | |
| echo ${PYTHON_VERSION} | |
| echo ${PLAT_NAME} | |
| echo ${DOCKER_TAG} | |
| echo ${OUTPUT_FOLDER} | |
| echo ${GITHUB_RUN_ID} | |
| # remove -it | |
| sed -i 's/docker run --rm -it/docker run --rm/g' builder/manywheel/build_wheel.sh | |
| bash builder/manywheel/build_wheel.sh ${PYTHON_VERSION} ${PLAT_NAME} ${DOCKER_TAG} ${OUTPUT_FOLDER} | |
| - name: Upload Artifacts | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| if-no-files-found: error | |
| path: builder/manywheel/${{ env.OUTPUT_FOLDER }} | |
| retention-days: 1 | |
| name: my-artifact-${{ github.run_id }}-${{ matrix.pyver }} | |
| benchmark: | |
| needs: linux-build | |
| if: ${{github.event_name == 'schedule' || !cancelled()}} | |
| runs-on: [self-hosted, linux-a100] | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| benchmark_type: ${{fromJSON(github.event.inputs.benchmark_type)}} | |
| timeout-minutes: 480 | |
| container: | |
| image: openmmlab/lmdeploy:latest-cu12.8 | |
| options: "--gpus=all --ipc=host --user root -e PIP_CACHE_DIR=/root/.cache/pip -e NVIDIA_DISABLE_REQUIRE=1 --pull never" | |
| volumes: | |
| - /nvme/github-actions/pip-cache:/root/.cache/pip | |
| - /nvme/github-actions/packages:/root/packages | |
| - /nvme/qa_test_models:/nvme/qa_test_models | |
| - /mnt/shared:/mnt/shared | |
| - /mnt/bigdisk:/mnt/bigdisk | |
| - /usr/share/zoneinfo/Asia/Shanghai:/etc/localtime:ro | |
| steps: | |
| - name: Clone repository | |
| uses: actions/checkout@v2 | |
| if: ${{github.event_name == 'schedule' || !inputs.offline_mode}} | |
| with: | |
| repository: ${{ github.event.inputs.repo_org || 'InternLM/lmdeploy' }} | |
| ref: ${{github.event.inputs.repo_ref || 'main'}} | |
| - name: Copy repository - offline | |
| if: ${{inputs.offline_mode}} | |
| run: cp -r /nvme/qa_test_models/offline_pkg/lmdeploy/. . | |
| - name: Download Artifacts | |
| if: ${{github.event_name == 'schedule' || !inputs.offline_mode}} | |
| uses: actions/download-artifact@v4 | |
| with: | |
| name: my-artifact-${{ github.run_id }}-py310 | |
| - name: Install lmdeploy - dependency | |
| run: | | |
| python3 -m pip install -r /nvme/qa_test_models/offline_pkg/requirements.txt | |
| - name: Install lmdeploy | |
| if: ${{github.event_name == 'schedule' || !inputs.offline_mode}} | |
| run: | | |
| python3 -m pip uninstall lmdeploy -y && python3 -m pip install lmdeploy-*.whl --no-deps | |
| python3 -m pip install -r requirements/test.txt | |
| - name: Install lmdeploy - offline | |
| if: ${{inputs.offline_mode}} | |
| run: | | |
| python3 -m pip install /nvme/qa_test_models/offline_pkg/py310/lmdeploy-*.whl --no-deps | |
| python3 -m pip install -r requirements/test.txt | |
| - name: Check env | |
| run: | | |
| python3 -m pip list | |
| lmdeploy check_env | |
| mkdir ${{env.REPORT_DIR}}/allure-results/.pytest_cache -p | |
| ln -s ${{env.REPORT_DIR}}/allure-results/.pytest_cache autotest | |
| - name: Run other benchmark | |
| run: | | |
| pytest autotest/benchmark/test_${{matrix.benchmark_type}}_performance.py -n 8 --run_id ${{ github.run_id }} -m 'gpu_num_1 and not pr_test' ${{env.FAIL_CONFIG}} --alluredir=${{env.REPORT_DIR}}/allure-results || true | |
| pytest autotest/benchmark/test_${{matrix.benchmark_type}}_performance.py -n 4 --run_id ${{ github.run_id }} -m 'gpu_num_2 and not pr_test' ${{env.FAIL_CONFIG}} --alluredir=${{env.REPORT_DIR}}/allure-results || true | |
| pytest autotest/benchmark/test_${{matrix.benchmark_type}}_performance.py -n 2 --run_id ${{ github.run_id }} -m 'gpu_num_4 and not pr_test' ${{env.FAIL_CONFIG}} --alluredir=${{env.REPORT_DIR}}/allure-results || true | |
| pytest autotest/benchmark/test_${{matrix.benchmark_type}}_performance.py --run_id ${{ github.run_id }} -m 'gpu_num_8 and not pr_test' ${{env.FAIL_CONFIG}} --alluredir=${{env.REPORT_DIR}}/allure-results | |
| - name: Clear workfile | |
| if: always() | |
| run: | | |
| chmod -R 777 $REPORT_DIR | |
| export workdir=$(pwd) | |
| cd .. | |
| rm -rf $workdir | |
| mkdir $workdir | |
| chmod -R 777 $workdir | |
| get_result_overview: | |
| if: always() && !cancelled() | |
| needs: [benchmark] | |
| timeout-minutes: 5 | |
| runs-on: [self-hosted, linux-a100] | |
| container: | |
| image: openmmlab/lmdeploy:latest-cu12.8 | |
| options: "--gpus=all --ipc=host --user root -e PIP_CACHE_DIR=/root/.cache/pip -e NVIDIA_DISABLE_REQUIRE=1 --pull never" | |
| volumes: | |
| - /nvme/qa_test_models:/nvme/qa_test_models | |
| - /usr/share/zoneinfo/Asia/Shanghai:/etc/localtime:ro | |
| steps: | |
| - name: Clone repository | |
| uses: actions/checkout@v2 | |
| with: | |
| repository: ${{ github.event.inputs.repo_org || 'InternLM/lmdeploy' }} | |
| ref: ${{github.event.inputs.repo_ref || 'main'}} | |
| - name: Get overview | |
| run: | | |
| pip install pandas fire mmengine | |
| python3 .github/scripts/action_tools.py generate_benchmark_report $REPORT_DIR |