Dockerfile.xpu

FROM intel/deep-learning-essentials:2025.3.2-0-devel-ubuntu24.04 AS vllm-base

WORKDIR /workspace/

ARG PYTHON_VERSION=3.12
ARG PIP_EXTRA_INDEX_URL="https://download.pytorch.org/whl/xpu"

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

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 apt update && apt upgrade -y && \
    apt install -y intel-oneapi-compiler-dpcpp-cpp-2025.3

# Install UMD
RUN mkdir neo && \
    cd neo && \
    wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.24.8/intel-igc-core-2_2.24.8+20344_amd64.deb && \
    wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.24.8/intel-igc-opencl-2_2.24.8+20344_amd64.deb && \
    wget https://github.com/intel/compute-runtime/releases/download/25.48.36300.8/intel-ocloc_25.48.36300.8-0_amd64.deb && \
    wget https://github.com/intel/compute-runtime/releases/download/25.48.36300.8/intel-opencl-icd_25.48.36300.8-0_amd64.deb && \
    wget https://github.com/intel/compute-runtime/releases/download/25.48.36300.8/libigdgmm12_22.8.2_amd64.deb && \
    wget https://github.com/intel/compute-runtime/releases/download/25.48.36300.8/libze-intel-gpu1_25.48.36300.8-0_amd64.deb && \
    wget https://github.com/oneapi-src/level-zero/releases/download/v1.26.0/level-zero_1.26.0+u24.04_amd64.deb && \
    dpkg -i *.deb && \
    cd .. && \
    rm -rf neo

ENV PATH="/root/.local/bin:$PATH"
ENV VIRTUAL_ENV="/opt/venv"
ENV UV_PYTHON_INSTALL_DIR=/opt/uv/python
RUN curl -LsSf https://astral.sh/uv/install.sh | sh
RUN uv venv --python ${PYTHON_VERSION} --seed ${VIRTUAL_ENV}
ENV PATH="$VIRTUAL_ENV/bin:$PATH"

# This oneccl contains the BMG support which is not the case for default version of oneapi 2025.2.
ARG ONECCL_INSTALLER="intel-oneccl-2021.15.7.8_offline.sh"
RUN wget "https://github.com/uxlfoundation/oneCCL/releases/download/2021.15.7/${ONECCL_INSTALLER}" && \
    bash "${ONECCL_INSTALLER}" -a --silent --eula accept && \
    rm "${ONECCL_INSTALLER}" && \
    echo "source /opt/intel/oneapi/setvars.sh --force" >> /root/.bashrc && \
    echo "source /opt/intel/oneapi/ccl/2021.15/env/vars.sh --force" >> /root/.bashrc
RUN rm -f /opt/intel/oneapi/ccl/latest && \
    ln -s /opt/intel/oneapi/ccl/2021.15 /opt/intel/oneapi/ccl/latest

SHELL ["bash", "-c"]
CMD ["bash", "-c", "source /root/.bashrc && exec bash"]

WORKDIR /workspace/vllm

ENV UV_HTTP_TIMEOUT=500

# Configure package index for XPU
ENV PIP_EXTRA_INDEX_URL=${PIP_EXTRA_INDEX_URL}
ENV UV_EXTRA_INDEX_URL=${PIP_EXTRA_INDEX_URL}
ENV UV_INDEX_STRATEGY="unsafe-best-match"
ENV UV_LINK_MODE="copy"

RUN --mount=type=cache,target=/root/.cache/uv \
    --mount=type=bind,src=requirements/common.txt,target=/workspace/vllm/requirements/common.txt \
    --mount=type=bind,src=requirements/xpu.txt,target=/workspace/vllm/requirements/xpu.txt \
    uv pip install --upgrade pip && \
    uv pip install -r requirements/xpu.txt

 # used for suffix method speculative decoding
 # build deps for proto + nanobind-based extensions to set up the build environment
RUN --mount=type=cache,target=/root/.cache/uv \
    uv pip install grpcio-tools protobuf nanobind
 # arctic-inference is built from source which needs torch-xpu properly installed first
RUN --mount=type=cache,target=/root/.cache/uv \
    source /opt/intel/oneapi/setvars.sh --force && \
    source /opt/intel/oneapi/ccl/2021.15/env/vars.sh --force && \
    export CMAKE_PREFIX_PATH="$(python -c 'import site; print(site.getsitepackages()[0])'):${CMAKE_PREFIX_PATH}" && \
    uv pip install --no-build-isolation arctic-inference==0.1.1

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/uv \
    --mount=type=bind,source=.git,target=.git \
    uv 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/uv \
    uv pip install accelerate hf_transfer pytest pytest_asyncio lm_eval[api] modelscope

# install development dependencies (for testing)
RUN uv pip install -e tests/vllm_test_utils

# install NIXL and UCX from source code
ARG UCX_VERSION=e5d98879705239d254ede40b4a52891850cb5349
ARG NIXL_VERSION=0.7.0

RUN apt-get update && apt-get install -y \
    pciutils \
    net-tools \
    iproute2 \
    hwloc \
    numactl \
    wget \
    curl \
    git \
    build-essential \
    autoconf \
    automake \
    libtool \
    pkg-config \
    rdma-core \
    libibverbs-dev \
    ibverbs-utils \
    libibverbs1 \
    librdmacm-dev \
    librdmacm1 \
    libibumad-dev \
    libibumad3 \
    libibmad-dev \
    libibmad5 \
    infiniband-diags \
    perftest \
    ibutils \
    libmlx5-1 \
    libmlx4-1 \
    ibverbs-providers \
    librdmacm1t64

ENV PKG_CONFIG_PATH=/tmp/ucx_install/lib/pkgconfig:${PKG_CONFIG_PATH}
ENV LD_LIBRARY_PATH=/tmp/ucx_install/lib:${LD_LIBRARY_PATH}
RUN --mount=type=cache,target=/root/.cache/uv \
    git clone https://github.com/openucx/ucx /tmp/ucx_source && \
    cd /tmp/ucx_source && git checkout "${UCX_VERSION}" && \
    bash autogen.sh && \
    ./configure --prefix=/tmp/ucx_install --with-ze=yes --enable-examples --enable-mt && \
    make CFLAGS="-Wno-error=incompatible-pointer-types" -j8 && make install && \
    git clone https://github.com/ai-dynamo/nixl /tmp/nixl_source && \
    cd /tmp/nixl_source && git checkout "${NIXL_VERSION}" && \
    cd /tmp/nixl_source && \
    uv pip install --upgrade meson pybind11 patchelf && \
    uv pip install -r requirements.txt && \
    uv pip install . && \
    rm -rf /tmp/ucx_source /tmp/nixl_source

# FIX triton
RUN --mount=type=cache,target=/root/.cache/uv \
    uv pip uninstall triton triton-xpu && \
    uv pip install triton-xpu==3.6.0

# remove torch bundled oneccl to avoid conflicts
RUN --mount=type=cache,target=/root/.cache/uv \
    uv pip uninstall oneccl oneccl-devel

ENTRYPOINT ["vllm", "serve"]