Refactor VLM module for minicpm and molmo #3034
Workflow file for this run
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| name: unit-test | |
| on: | |
| pull_request: | |
| paths: | |
| - ".github/workflows/unit-test.yml" | |
| - "cmake/**" | |
| - "src/**" | |
| - "tests/**" | |
| - "3rdparty/**" | |
| - "lmdeploy/**" | |
| - "requirements/**" | |
| - "requirements.txt" | |
| - "CMakeLists.txt" | |
| - "setup.py" | |
| push: | |
| branches: | |
| - main | |
| paths: | |
| - ".github/workflows/unit-test.yml" | |
| - "cmake/**" | |
| - "src/**" | |
| - "tests/**" | |
| - "3rdparty/**" | |
| - "lmdeploy/**" | |
| - "requirements/**" | |
| - "requirements.txt" | |
| - "CMakeLists.txt" | |
| - "setup.py" | |
| tags: | |
| - "v*.*.*" | |
| jobs: | |
| unit_test: | |
| runs-on: [self-hosted, linux-a100-s2] | |
| timeout-minutes: 4320 # 72hours | |
| container: | |
| image: nvcr.io/nvidia/tritonserver:22.12-py3 | |
| options: "--gpus=all --ipc=host --user root -e PIP_CACHE_DIR=/root/.cache/pip -e CUDA_VISIBLE_DEVICES=2,3 --pull never" | |
| volumes: | |
| - /nvme/share_data/github-actions/pip-cache:/root/.cache/pip | |
| - /nvme/share_data/github-actions/packages:/root/packages | |
| - /usr/share/zoneinfo/Asia/Shanghai:/etc/localtime:ro | |
| steps: | |
| - name: Setup systems | |
| run: | | |
| rm /etc/apt/sources.list.d/cuda*.list | |
| apt-get update && apt-get install -y --no-install-recommends rapidjson-dev \ | |
| libgoogle-glog-dev | |
| rm -rf /var/lib/apt/lists/* | |
| - name: Clone repository | |
| uses: actions/checkout@v2 | |
| - name: Install pytorch | |
| run: | | |
| python3 -m pip cache dir | |
| python3 -m pip install torch==2.3.1 torchvision==0.18.1 --index-url https://download.pytorch.org/whl/cu118 | |
| - name: Build lmdeploy | |
| run: | | |
| python3 -m pip install cmake | |
| python3 -m pip install -r requirements/build.txt | |
| mkdir build | |
| cd build | |
| cp -r /root/packages/_deps _deps | |
| cmake .. \ | |
| -DCMAKE_BUILD_TYPE=RelWithDebInfo \ | |
| -DCMAKE_EXPORT_COMPILE_COMMANDS=1 \ | |
| -DCMAKE_INSTALL_PREFIX=./install \ | |
| -DBUILD_PY_FFI=ON \ | |
| -DBUILD_MULTI_GPU=OFF \ | |
| -DCMAKE_CUDA_FLAGS="-lineinfo" \ | |
| -DUSE_NVTX=ON \ | |
| -DSM=80 \ | |
| -DCMAKE_CUDA_ARCHITECTURES=80 \ | |
| -DBUILD_TEST=OFF | |
| make -j$(nproc) && make install | |
| - name: Install lmdeploy | |
| run: | | |
| python3 -m pip install pynvml packaging protobuf transformers_stream_generator | |
| # manually install flash attn | |
| python3 -m pip install /root/packages/flash_attn-2.6.3+cu118torch2.3cxx11abiFALSE-cp38-cp38-linux_x86_64.whl | |
| python3 -m pip install -r requirements.txt -r requirements/test.txt | |
| python3 -m pip install . | |
| - name: Check env | |
| run: | | |
| python3 -m pip list | |
| lmdeploy check_env | |
| - name: Test lmdeploy csrc | |
| run: | | |
| #./build/bin/build/bin/unittest | |
| echo "TODO" | |
| - name: Test lmdeploy python UT | |
| run: | | |
| coverage run --branch --source lmdeploy -m pytest -rsE tests | |
| coverage xml | |
| coverage report -m | |
| - name: Clear workfile | |
| if: always() | |
| run: | | |
| export workdir=$(pwd) | |
| cd .. | |
| rm -rf $workdir | |
| mkdir $workdir | |
| chmod -R 777 $workdir |