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