FROM ubuntu:22.04 RUN apt-get update -y \ && apt-get install -y curl git wget vim numactl gcc-12 g++-12 python3 python3-pip libtcmalloc-minimal4 libnuma-dev \ && update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-12 10 --slave /usr/bin/g++ g++ /usr/bin/g++-12 # https://intel.github.io/intel-extension-for-pytorch/cpu/latest/tutorials/performance_tuning/tuning_guide.html # intel-openmp provides additional performance improvement vs. openmp # tcmalloc provides better memory allocation efficiency, e.g, holding memory in caches to speed up access of commonly-used objects. RUN pip install intel-openmp ENV LD_PRELOAD="/usr/lib/x86_64-linux-gnu/libtcmalloc_minimal.so.4:/usr/local/lib/libiomp5.so:$LD_PRELOAD" RUN echo 'ulimit -c 0' >> ~/.bashrc RUN pip install https://intel-extension-for-pytorch.s3.amazonaws.com/ipex_dev/cpu/intel_extension_for_pytorch-2.4.0%2Bgitfbaa4bc-cp310-cp310-linux_x86_64.whl RUN pip install --upgrade pip \ && pip install wheel packaging ninja "setuptools>=49.4.0" numpy COPY ./ /workspace # Create a directory for usage statistics with appropriate permissions RUN mkdir -p /workspace/.config && chmod -R 777 /workspace/.config # Set the environment variable to use the new directory ENV XDG_CONFIG_HOME=/workspace/.config WORKDIR /workspace/vllm RUN pip install -v -r requirements-cpu.txt --extra-index-url https://download.pytorch.org/whl/test/cpu ARG VLLM_CPU_DISABLE_AVX512 ENV VLLM_CPU_DISABLE_AVX512=${VLLM_CPU_DISABLE_AVX512} RUN VLLM_TARGET_DEVICE=cpu python3 setup.py install WORKDIR /workspace/ RUN ln -s /workspace/vllm/tests && ln -s /workspace/vllm/examples && ln -s /workspace/vllm/benchmarks CMD ["/bin/bash", "/workspace/start_vllm.sh"]