@@ -15,44 +15,61 @@
|
||||
# This file is a part of the vllm-ascend project.
|
||||
#
|
||||
|
||||
FROM quay.io/ascend/cann:8.2.rc1-a3-openeuler24.03-py3.11
|
||||
FROM quay.io/ascend/cann:9.1.0-a3-openeuler24.03-py3.12
|
||||
|
||||
ARG PIP_INDEX_URL="https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple"
|
||||
ARG COMPILE_CUSTOM_KERNELS=1
|
||||
|
||||
ENV COMPILE_CUSTOM_KERNELS=${COMPILE_CUSTOM_KERNELS}
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||||
|
||||
RUN yum update -y && \
|
||||
yum install -y python3-pip git vim wget net-tools gcc gcc-c++ make cmake numactl-devel && \
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||||
rm -rf /var/cache/yum
|
||||
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||||
RUN pip config set global.index-url ${PIP_INDEX_URL}
|
||||
|
||||
WORKDIR /workspace
|
||||
|
||||
COPY . /vllm-workspace/vllm-ascend/
|
||||
SHELL ["/bin/bash", "-c"]
|
||||
|
||||
# Install clang (for triton-ascend) and Mooncake
|
||||
ARG MOONCAKE_TAG=0.3.11.post1
|
||||
RUN yum update -y && \
|
||||
yum install -y git vim wget net-tools gcc gcc-c++ make cmake numactl numactl-devel libibverbs-devel jemalloc hiredis-devel clang patch && \
|
||||
source /usr/local/Ascend/ascend-toolkit/set_env.sh && \
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||||
python3 -m pip install mooncake-transfer-engine-npu==${MOONCAKE_TAG} --extra-index-url https://mirrors.aliyun.com/pypi/web/simple && \
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||||
rm -rf /var/cache/yum/*
|
||||
|
||||
# Install modelscope (for fast download) and ray (for multinode)
|
||||
RUN pip config set global.index-url ${PIP_INDEX_URL} && \
|
||||
python3 -m pip install modelscope 'ray>=2.47.1,<=2.48.0' 'protobuf>3.20.0' && \
|
||||
python3 -m pip cache purge
|
||||
|
||||
# Install vLLM
|
||||
ARG VLLM_REPO=https://github.com/vllm-project/vllm.git
|
||||
ARG VLLM_TAG=v0.11.0rc3
|
||||
|
||||
RUN git clone --depth 1 $VLLM_REPO --branch $VLLM_TAG /vllm-workspace/vllm
|
||||
ARG VLLM_TAG=v0.23.0
|
||||
ARG VLLM_COMMIT=""
|
||||
RUN if [ -n "$VLLM_COMMIT" ]; then \
|
||||
git init /vllm-workspace/vllm && \
|
||||
git -C /vllm-workspace/vllm fetch --depth 1 $VLLM_REPO "$VLLM_COMMIT" && \
|
||||
git -C /vllm-workspace/vllm checkout FETCH_HEAD; \
|
||||
else \
|
||||
git clone --depth 1 -b $VLLM_TAG $VLLM_REPO /vllm-workspace/vllm; \
|
||||
fi
|
||||
# In x86, triton will be installed by vllm. But in Ascend, triton doesn't work correctly. we need to uninstall it.
|
||||
RUN VLLM_TARGET_DEVICE="empty" python3 -m pip install -e /vllm-workspace/vllm/ --extra-index https://download.pytorch.org/whl/cpu/ && \
|
||||
RUN VLLM_TARGET_DEVICE="empty" python3 -m pip install -e /vllm-workspace/vllm/[audio] --extra-index https://download.pytorch.org/whl/cpu/ && \
|
||||
python3 -m pip uninstall -y triton && \
|
||||
python3 -m pip cache purge
|
||||
|
||||
# Install vllm-ascend
|
||||
RUN export PIP_EXTRA_INDEX_URL=https://mirrors.huaweicloud.com/ascend/repos/pypi && \
|
||||
ARG SOC_VERSION="ascend910_9391"
|
||||
ARG COMPILE_CUSTOM_KERNELS=1
|
||||
ENV SOC_VERSION=$SOC_VERSION \
|
||||
TASK_QUEUE_ENABLE=1 \
|
||||
OMP_NUM_THREADS=1
|
||||
COPY . /vllm-workspace/vllm-ascend/
|
||||
|
||||
RUN export PIP_EXTRA_INDEX_URL="https://mirrors.huaweicloud.com/ascend/repos/pypi" && \
|
||||
export VLLM_BATCH_INVARIANT=1 && \
|
||||
source /usr/local/Ascend/ascend-toolkit/set_env.sh && \
|
||||
source /usr/local/Ascend/nnal/atb/set_env.sh && \
|
||||
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/Ascend/ascend-toolkit/latest/`uname -i`-linux/devlib && \
|
||||
export CPLUS_INCLUDE_PATH=$CPLUS_INCLUDE_PATH:/usr/include/c++/12:/usr/include/c++/12/`uname -i`-openEuler-linux && \
|
||||
python3 -m pip install -v -e /vllm-workspace/vllm-ascend/ --extra-index https://download.pytorch.org/whl/cpu/ && \
|
||||
python3 -m pip install -e /vllm-workspace/vllm-ascend/ --extra-index https://download.pytorch.org/whl/cpu/ && \
|
||||
python3 -m pip uninstall -y triton triton-ascend && \
|
||||
python3 -m pip install triton-ascend==3.2.2 --extra-index-url https://mirrors.huaweicloud.com/ascend/repos/pypi && \
|
||||
python3 -m pip cache purge
|
||||
|
||||
# Install modelscope (for fast download) and ray (for multinode)
|
||||
RUN python3 -m pip install modelscope 'ray>=2.47.1' 'protobuf>3.20.0' && \
|
||||
python3 -m pip cache purge
|
||||
RUN echo "export LD_PRELOAD=/usr/lib64/libjemalloc.so.2:$LD_PRELOAD" >> ~/.bashrc
|
||||
RUN echo "export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib" >> ~/.bashrc
|
||||
|
||||
CMD ["/bin/bash"]
|
||||
CMD ["/bin/bash"]
|
||||
|
||||
Reference in New Issue
Block a user