FROM intel/oneapi-basekit:2025.0.2-0-devel-ubuntu22.04 # Set build arguments for proxy ARG http_proxy ARG https_proxy # Set environment variables ENV TZ=Asia/Shanghai \ PYTHONUNBUFFERED=1 \ SYCL_CACHE_PERSISTENT=1 # Disable pip cache ARG PIP_NO_CACHE_DIR=false # Install dependencies and configure the environment RUN set -eux && \ \ # Configure Intel OneAPI and GPU repositories wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | gpg --dearmor | tee /usr/share/keyrings/intel-oneapi-archive-keyring.gpg > /dev/null && \ echo "deb [signed-by=/usr/share/keyrings/intel-oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main" | tee /etc/apt/sources.list.d/oneAPI.list && \ chmod 644 /usr/share/keyrings/intel-oneapi-archive-keyring.gpg && \ rm /etc/apt/sources.list.d/intel-graphics.list && \ wget -O- https://repositories.intel.com/graphics/intel-graphics.key | gpg --dearmor | tee /usr/share/keyrings/intel-graphics.gpg > /dev/null && \ echo "deb [arch=amd64,i386 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/graphics/ubuntu jammy arc" | tee /etc/apt/sources.list.d/intel.gpu.jammy.list && \ chmod 644 /usr/share/keyrings/intel-graphics.gpg && \ \ # Update and install basic dependencies apt-get update && \ apt-get install -y --no-install-recommends \ curl wget git sudo libunwind8-dev vim less gnupg gpg-agent software-properties-common && \ \ # Set timezone ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && \ echo $TZ > /etc/timezone && \ \ # Install Python 3.11 add-apt-repository ppa:deadsnakes/ppa -y && \ apt-get install -y --no-install-recommends python3.11 python3-pip python3.11-dev python3.11-distutils python3-wheel && \ rm /usr/bin/python3 && ln -s /usr/bin/python3.11 /usr/bin/python3 && \ ln -s /usr/bin/python3 /usr/bin/python && \ \ # Install pip and essential Python packages wget https://bootstrap.pypa.io/get-pip.py -O get-pip.py && \ python3 get-pip.py && rm get-pip.py && \ pip install --upgrade requests argparse urllib3 && \ pip install --pre --upgrade ipex-llm[cpp] && \ pip install transformers==4.36.2 transformers_stream_generator einops tiktoken && \ \ # Remove breaks install packages apt-get remove -y libze-dev libze-intel-gpu1 && \ \ # Install Intel GPU OpenCL Driver and Compute Runtime mkdir -p /tmp/gpu && cd /tmp/gpu && \ echo "Downloading Intel Compute Runtime (24.52) for Gen12+..." && \ wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.5.6/intel-igc-core-2_2.5.6+18417_amd64.deb && \ wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.5.6/intel-igc-opencl-2_2.5.6+18417_amd64.deb && \ wget https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/intel-level-zero-gpu_1.6.32224.5_amd64.deb && \ wget https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/intel-opencl-icd_24.52.32224.5_amd64.deb && \ wget https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/libigdgmm12_22.5.5_amd64.deb && \ \ echo "Downloading Legacy Compute Runtime (24.35) for pre-Gen12 support..." && \ wget https://github.com/intel/compute-runtime/releases/download/24.35.30872.22/intel-level-zero-gpu-legacy1_1.3.30872.22_amd64.deb && \ wget https://github.com/intel/compute-runtime/releases/download/24.35.30872.22/intel-opencl-icd-legacy1_24.35.30872.22_amd64.deb && \ wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17537.20/intel-igc-core_1.0.17537.20_amd64.deb && \ wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17537.20/intel-igc-opencl_1.0.17537.20_amd64.deb && \ \ dpkg -i *.deb && rm -rf /tmp/gpu && \ \ # Install oneAPI Level Zero Loader mkdir /tmp/level-zero && cd /tmp/level-zero && \ wget https://github.com/oneapi-src/level-zero/releases/download/v1.20.2/level-zero_1.20.2+u22.04_amd64.deb && \ wget https://github.com/oneapi-src/level-zero/releases/download/v1.20.2/level-zero-devel_1.20.2+u22.04_amd64.deb && \ dpkg -i *.deb && rm -rf /tmp/level-zero && \ \ # Clean up unnecessary dependencies to reduce image size find /usr/lib/python3/dist-packages/ -name 'blinker*' -exec rm -rf {} + && \ rm -rf /root/.cache/Cypress && \ \ # Create necessary directories mkdir -p /llm/scripts # Copy startup scripts COPY ./start-llama-cpp.sh /llm/scripts/ COPY ./start-ollama.sh /llm/scripts/ COPY ./benchmark_llama-cpp.sh /llm/scripts/