Files
vllm/docker/Dockerfile.xpu
2025-11-25 09:34:47 +08:00

84 lines
3.0 KiB
Docker

FROM intel/deep-learning-essentials:2025.2.2-0-devel-ubuntu24.04 AS vllm-base
RUN wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | gpg --dearmor | tee /usr/share/keyrings/oneapi-archive-keyring.gpg > /dev/null && \
echo "deb [signed-by=/usr/share/keyrings/oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main" | tee /etc/apt/sources.list.d/oneAPI.list && \
add-apt-repository -y ppa:kobuk-team/intel-graphics
RUN apt clean && apt-get update -y && \
apt-get install -y --no-install-recommends --fix-missing \
curl \
ffmpeg \
git \
libsndfile1 \
libsm6 \
libxext6 \
libgl1 \
lsb-release \
libaio-dev \
numactl \
wget \
vim \
python3.12 \
python3.12-dev \
python3-pip
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.12 1
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.12 1
RUN apt install -y libze1 libze-dev libze-intel-gpu1 intel-opencl-icd libze-intel-gpu-raytracing intel-ocloc
# This oneccl contains the BMG support which is not the case for default version of oneapi 2025.2.
RUN wget https://github.com/uxlfoundation/oneCCL/releases/download/2021.15.6/intel-oneccl-2021.15.6.9_offline.sh
RUN bash intel-oneccl-2021.15.6.9_offline.sh -a --silent --eula accept && \
echo "source /opt/intel/oneapi/setvars.sh --force" >> /root/.bashrc && \
echo "source /opt/intel/oneapi/ccl/2021.15/env/vars.sh --force" >> /root/.bashrc
SHELL ["bash", "-c"]
CMD ["bash", "-c", "source /root/.bashrc && exec bash"]
WORKDIR /workspace/vllm
COPY requirements/xpu.txt /workspace/vllm/requirements/xpu.txt
COPY requirements/common.txt /workspace/vllm/requirements/common.txt
# suppress the python externally managed environment error
RUN python3 -m pip config set global.break-system-packages true
RUN --mount=type=cache,target=/root/.cache/pip \
pip install --no-cache-dir \
-r requirements/xpu.txt
ENV LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/usr/local/lib/"
COPY . .
ARG GIT_REPO_CHECK=0
RUN --mount=type=bind,source=.git,target=.git \
if [ "$GIT_REPO_CHECK" != 0 ]; then bash tools/check_repo.sh; fi
ENV VLLM_TARGET_DEVICE=xpu
ENV VLLM_WORKER_MULTIPROC_METHOD=spawn
RUN --mount=type=cache,target=/root/.cache/pip \
--mount=type=bind,source=.git,target=.git \
pip install --no-build-isolation .
CMD ["/bin/bash"]
FROM vllm-base AS vllm-openai
# install additional dependencies for openai api server
RUN --mount=type=cache,target=/root/.cache/pip \
pip install accelerate hf_transfer pytest pytest_asyncio lm_eval[api] modelscope
# install development dependencies (for testing)
RUN python3 -m pip install -e tests/vllm_test_utils
# install nixl from source code
ENV NIXL_VERSION=0.7.0
RUN python3 /workspace/vllm/tools/install_nixl_from_source_ubuntu.py
# remove torch bundled oneccl to avoid conflicts
RUN --mount=type=cache,target=/root/.cache/pip \
pip uninstall oneccl oneccl-devel -y
ENTRYPOINT ["vllm", "serve"]