fdd0726ae4
### What this PR does / why we need it? Triton-ascend occasionally encounters compilation errors, which is a known issue in triton-ascend 3.2.0. However, we want to use the official version rather than the development version, so we only changed the triton-ascend version in the Dockerfile and added a FAQ to explain this issue. --------- Signed-off-by: MengqingCao <cmq0113@163.com>
88 lines
4.3 KiB
Docker
88 lines
4.3 KiB
Docker
#
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# Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# This file is a part of the vllm-ascend project.
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#
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FROM quay.io/ascend/cann:8.5.1-a3-openeuler24.03-py3.11
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ARG PIP_INDEX_URL="https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple"
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ARG MOONCAKE_TAG="v0.3.8.post1"
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ARG SOC_VERSION="ascend910_9391"
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ENV SOC_VERSION=$SOC_VERSION \
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TASK_QUEUE_ENABLE=1 \
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OMP_NUM_THREADS=1
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RUN pip config set global.index-url ${PIP_INDEX_URL}
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WORKDIR /workspace
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COPY . /vllm-workspace/vllm-ascend/
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SHELL ["/bin/bash", "-c"]
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RUN yum update -y && \
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yum install -y git vim wget net-tools gcc gcc-c++ make cmake numactl-devel jemalloc && \
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git clone --depth 1 --branch ${MOONCAKE_TAG} https://github.com/kvcache-ai/Mooncake /vllm-workspace/Mooncake && \
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cp /vllm-workspace/vllm-ascend/tools/mooncake_installer.sh /vllm-workspace/Mooncake/ && \
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ARCH=$(uname -m) && \
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source /usr/local/Ascend/ascend-toolkit/set_env.sh && \
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export LD_LIBRARY_PATH=/usr/local/Ascend/ascend-toolkit/latest/${ARCH}-linux/devlib:/usr/local/Ascend/ascend-toolkit/latest/${ARCH}-linux/lib64:$LD_LIBRARY_PATH && \
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export CPLUS_INCLUDE_PATH=$CPLUS_INCLUDE_PATH:/usr/include/c++/12:/usr/include/c++/12/${ARCH}-openEuler-linux && \
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cd /vllm-workspace/Mooncake && \
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bash mooncake_installer.sh -y && \
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mkdir -p build && cd build && cmake .. -DUSE_ASCEND_DIRECT=ON && \
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make -j$(nproc) && make install && \
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rm -fr /vllm-workspace/Mooncake/build && \
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rm -rf /var/cache/yum/*
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# Install vLLM
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ARG VLLM_REPO=https://github.com/vllm-project/vllm.git
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ARG VLLM_TAG=v0.18.0
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RUN git clone --depth 1 $VLLM_REPO --branch $VLLM_TAG /vllm-workspace/vllm
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# In x86, triton will be installed by vllm. But in Ascend, triton doesn't work correctly. we need to uninstall it.
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RUN VLLM_TARGET_DEVICE="empty" python3 -m pip install -e /vllm-workspace/vllm/[audio] --extra-index https://download.pytorch.org/whl/cpu/ && \
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python3 -m pip uninstall -y triton && \
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python3 -m pip cache purge
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# Install vllm-ascend
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# Installing vllm-ascend on x86 can pull upstream triton back in alongside triton-ascend. Remove it immediately after this step.
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RUN export PIP_EXTRA_INDEX_URL=https://mirrors.huaweicloud.com/ascend/repos/pypi && \
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source /usr/local/Ascend/ascend-toolkit/set_env.sh && \
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source /usr/local/Ascend/nnal/atb/set_env.sh && \
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export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/Ascend/ascend-toolkit/latest/`uname -i`-linux/devlib && \
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export CPLUS_INCLUDE_PATH=$CPLUS_INCLUDE_PATH:/usr/include/c++/12:/usr/include/c++/12/`uname -i`-openEuler-linux && \
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python3 -m pip install -v -e /vllm-workspace/vllm-ascend/ --extra-index https://download.pytorch.org/whl/cpu/ && \
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if [ "$(uname -i)" = "x86_64" ]; then python3 -m pip uninstall -y triton; fi && \
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PYTHON_TAG=$(python3 -c "import sys; print(f'cp{sys.version_info.major}{sys.version_info.minor}')") && \
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ARCH=$(python3 -c "import platform; machine = platform.machine().lower(); arch_map = {'x86_64': 'x86_64', 'amd64': 'x86_64', 'aarch64': 'aarch64', 'arm64': 'aarch64'}; print(arch_map.get(machine, machine))") && \
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TRITON_ASCEND_WHEEL="triton_ascend-3.2.0.dev20260322-${PYTHON_TAG}-${PYTHON_TAG}-manylinux_2_27_${ARCH}.manylinux_2_28_${ARCH}.whl" && \
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python3 -m pip install "https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/${TRITON_ASCEND_WHEEL}" && \
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python3 -m pip cache purge
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# Install clang (for triton-ascend)
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RUN yum update -y && \
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yum install -y clang && \
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rm -rf /var/cache/yum/*
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# Install modelscope (for fast download) and ray (for multinode)
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RUN python3 -m pip install modelscope 'ray>=2.47.1,<=2.48.0' 'protobuf>3.20.0' && \
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python3 -m pip cache purge
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RUN echo "export LD_PRELOAD=/usr/lib64/libjemalloc.so.2:$LD_PRELOAD" >> ~/.bashrc
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RUN echo "export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib" >> ~/.bashrc
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CMD ["/bin/bash"]
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