# # Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # This file is a part of the vllm-ascend project. # FROM quay.io/ascend/cann:9.1.0-910b-ubuntu22.04-py3.12 ARG PIP_INDEX_URL="https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple" WORKDIR /workspace # Install clang-15 (for triton-ascend) and Mooncake ARG MOONCAKE_TAG=0.3.11.post1 RUN apt-get update -y && \ apt-get install -y git vim wget net-tools gcc g++ cmake numactl libnuma-dev libibverbs-dev libjemalloc2 libhiredis-dev clang-15 && \ update-alternatives --install /usr/bin/clang clang /usr/bin/clang-15 20 && \ update-alternatives --install /usr/bin/clang++ clang++ /usr/bin/clang++-15 20 && \ source /usr/local/Ascend/ascend-toolkit/set_env.sh && \ python3 -m pip install --index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple --extra-index-url https://pypi.org/simple mooncake-transfer-engine-npu==${MOONCAKE_TAG} && \ rm -rf /var/cache/apt/* && \ rm -rf /var/lib/apt/lists/* # Install modelscope (for fast download) and ray (for multinode) RUN pip config set global.index-url ${PIP_INDEX_URL} && \ python3 -m pip install modelscope 'ray>=2.47.1,<=2.48.0' 'protobuf>3.20.0' && \ python3 -m pip cache purge # Install vLLM ARG VLLM_REPO=https://github.com/vllm-project/vllm.git ARG VLLM_TAG=v0.23.0 ARG VLLM_COMMIT="" RUN if [ -n "$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 $VLLM_REPO /vllm-workspace/vllm; \ fi # In x86, triton will be installed by vllm. But in Ascend, triton doesn't work correctly. we need to uninstall it. RUN VLLM_TARGET_DEVICE="empty" python3 -m pip install -e /vllm-workspace/vllm/[audio] --extra-index https://download.pytorch.org/whl/cpu/ && \ python3 -m pip uninstall -y triton && \ python3 -m pip cache purge # Install vllm-ascend ARG SOC_VERSION="ascend910b1" ARG COMPILE_CUSTOM_KERNELS=1 ENV DEBIAN_FRONTEND=noninteractive ENV SOC_VERSION=$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 && \ 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 # Append `libascend_hal.so` path (devlib) to LD_LIBRARY_PATH RUN echo "export LD_PRELOAD=/usr/lib/$(uname -m)-linux-gnu/libjemalloc.so.2:$LD_PRELOAD" >> ~/.bashrc RUN echo "export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib" >> ~/.bashrc CMD ["/bin/bash"]