FROM ubuntu:22.04 ENV DEBIAN_FRONTEND noninteractive ENV TZ=america/los_angeles # #1 install base packages #----------------------- RUN apt update && \ apt install --no-install-recommends -q -y \ software-properties-common \ ca-certificates \ gnupg \ wget \ python3 \ python3-pip # #2 Install Intel GPU compute user-space drivers #----------------------- RUN wget -qO - https://repositories.intel.com/gpu/intel-graphics.key | \ gpg --dearmor --output /usr/share/keyrings/intel-graphics.gpg && \ echo "deb [arch=amd64 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/gpu/ubuntu jammy client" | \ tee /etc/apt/sources.list.d/intel-gpu-jammy.list # apt update && \ # apt install --no-install-recommends -q -y \ # intel-opencl-icd intel-level-zero-gpu level-zero # *Defect/Workaround*: Intel's apt repo does not contain the latest GPU runtime supporting kernel 6.8, so install the packages directly from their compute # runtime repo # https://github.com/intel/compute-runtime/issues/710 RUN apt update && \ apt install --no-install-recommends -q -y \ ocl-icd-libopencl1 \ clinfo && \ cd /tmp && \ wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.16510.2/intel-igc-core_1.0.16510.2_amd64.deb && \ wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.16510.2/intel-igc-opencl_1.0.16510.2_amd64.deb && \ wget https://github.com/intel/compute-runtime/releases/download/24.13.29138.7/intel-level-zero-gpu_1.3.29138.7_amd64.deb && \ wget https://github.com/intel/compute-runtime/releases/download/24.13.29138.7/intel-opencl-icd_24.13.29138.7_amd64.deb && \ wget https://github.com/intel/compute-runtime/releases/download/24.13.29138.7/libigdgmm12_22.3.18_amd64.deb && \ dpkg -i *.deb && \ apt install --no-install-recommends -q -y \ level-zero # Required compute runtime level-zero variables ENV ZES_ENABLE_SYSMAN=1 # #3 Install oneAPI #----------------------- # *Defect/Workaround*: Intel's oneAPI MKL changed the linkage model, breaking pytorch wheel. Downgrade to oneAPI 2024.0 instead # Source: https://github.com/pytorch/pytorch/issues/123097 RUN wget -qO - https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | \ gpg --dearmor --output /usr/share/keyrings/oneapi-archive-keyring.gpg && \ 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 && \ apt update && \ apt install --no-install-recommends -q -y \ intel-oneapi-common-vars=2024.0.0-49406 \ intel-oneapi-common-oneapi-vars=2024.0.0-49406 \ intel-oneapi-mkl=2024.0.0-49656 \ intel-oneapi-tcm-1.0=1.0.0-435 \ intel-oneapi-dnnl=2024.0.0-49521 # Required oneAPI environment variables ENV USE_XETLA=OFF ENV SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1 ENV SYCL_CACHE_PERSISTENT=1 COPY _init.sh /usr/share/lib/init_workspace.sh COPY _run.sh /usr/share/lib/run_workspace.sh # #3 Ollama specific dependencies #----------------------- RUN pip3 install --pre --upgrade ipex-llm[cpp] ENV OLLAMA_NUM_GPU=999 ENV OLLAMA_HOST 0.0.0.0:11434 ENTRYPOINT ["/bin/bash", "/usr/share/lib/run_workspace.sh"]