# This vLLM Dockerfile is used to construct image that can build and run vLLM on x86 CPU platform. FROM ubuntu:22.04 AS cpu-test-1 ENV CCACHE_DIR=/root/.cache/ccache ENV CMAKE_CXX_COMPILER_LAUNCHER=ccache RUN --mount=type=cache,target=/var/cache/apt \ apt-get update -y \ && apt-get install -y curl ccache git wget vim numactl gcc-12 g++-12 python3 python3-pip libtcmalloc-minimal4 libnuma-dev \ && apt-get install -y ffmpeg libsm6 libxext6 libgl1 \ && update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-12 10 --slave /usr/bin/g++ g++ /usr/bin/g++-12 # https://intel.github.io/intel-extension-for-pytorch/cpu/latest/tutorials/performance_tuning/tuning_guide.html # intel-openmp provides additional performance improvement vs. openmp # tcmalloc provides better memory allocation efficiency, e.g, holding memory in caches to speed up access of commonly-used objects. RUN --mount=type=cache,target=/root/.cache/pip \ pip install intel-openmp ENV LD_PRELOAD="/usr/lib/x86_64-linux-gnu/libtcmalloc_minimal.so.4:/usr/local/lib/libiomp5.so" RUN echo 'ulimit -c 0' >> ~/.bashrc RUN pip install intel_extension_for_pytorch==2.4.0 WORKDIR /workspace ARG PIP_EXTRA_INDEX_URL="https://download.pytorch.org/whl/cpu" ENV PIP_EXTRA_INDEX_URL=${PIP_EXTRA_INDEX_URL} RUN --mount=type=cache,target=/root/.cache/pip \ --mount=type=bind,src=requirements-build.txt,target=requirements-build.txt \ pip install --upgrade pip && \ pip install -r requirements-build.txt FROM cpu-test-1 AS build WORKDIR /workspace/vllm RUN --mount=type=cache,target=/root/.cache/pip \ --mount=type=bind,src=requirements-common.txt,target=requirements-common.txt \ --mount=type=bind,src=requirements-cpu.txt,target=requirements-cpu.txt \ pip install -v -r requirements-cpu.txt COPY . . ARG GIT_REPO_CHECK=0 RUN --mount=type=bind,source=.git,target=.git \ if [ "$GIT_REPO_CHECK" != 0 ]; then bash tools/check_repo.sh ; fi # Support for building with non-AVX512 vLLM: docker build --build-arg VLLM_CPU_DISABLE_AVX512="true" ... ARG VLLM_CPU_DISABLE_AVX512 ENV VLLM_CPU_DISABLE_AVX512=${VLLM_CPU_DISABLE_AVX512} RUN --mount=type=cache,target=/root/.cache/pip \ --mount=type=cache,target=/root/.cache/ccache \ --mount=type=bind,source=.git,target=.git \ VLLM_TARGET_DEVICE=cpu python3 setup.py bdist_wheel && \ pip install dist/*.whl && \ rm -rf dist WORKDIR /workspace/ RUN ln -s /workspace/vllm/tests && ln -s /workspace/vllm/examples && ln -s /workspace/vllm/benchmarks ENTRYPOINT ["python3", "-m", "vllm.entrypoints.openai.api_server"]