FROM lukemathwalker/cargo-chef:latest-rust-1.79 AS chef WORKDIR /usr/src ARG CARGO_REGISTRIES_CRATES_IO_PROTOCOL=sparse FROM chef as planner COPY Cargo.toml Cargo.toml COPY rust-toolchain.toml rust-toolchain.toml COPY proto proto COPY benchmark benchmark COPY router router COPY launcher launcher RUN cargo chef prepare --recipe-path recipe.json FROM chef AS builder RUN PROTOC_ZIP=protoc-21.12-linux-x86_64.zip && \ curl -OL https://github.com/protocolbuffers/protobuf/releases/download/v21.12/$PROTOC_ZIP && \ unzip -o $PROTOC_ZIP -d /usr/local bin/protoc && \ unzip -o $PROTOC_ZIP -d /usr/local 'include/*' && \ rm -f $PROTOC_ZIP COPY --from=planner /usr/src/recipe.json recipe.json RUN cargo chef cook --profile release-opt --recipe-path recipe.json ARG GIT_SHA ARG DOCKER_LABEL COPY Cargo.toml Cargo.toml COPY rust-toolchain.toml rust-toolchain.toml COPY proto proto COPY benchmark benchmark COPY router router COPY launcher launcher RUN cargo build --profile release-opt # Text Generation Inference base image for Intel FROM intel/intel-extension-for-pytorch:2.1.30-xpu as base USER root # libssl.so.1.1 is not installed on Ubuntu 22.04 by default, install it RUN wget http://nz2.archive.ubuntu.com/ubuntu/pool/main/o/openssl/libssl1.1_1.1.1f-1ubuntu2_amd64.deb && \ dpkg -i ./libssl1.1_1.1.1f-1ubuntu2_amd64.deb RUN wget -qO - https://repositories.intel.com/gpu/intel-graphics.key | gpg --dearmor | tee /usr/share/keyrings/intel-graphics.gpg > /dev/null RUN wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB \ | gpg --dearmor | tee /usr/share/keyrings/oneapi-archive-keyring.gpg > /dev/null && 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 RUN apt-get update && apt install -y intel-basekit xpu-smi cmake python3-dev ninja-build # Text Generation Inference base env ENV HUGGINGFACE_HUB_CACHE=/data \ HF_HUB_ENABLE_HF_TRANSFER=1 \ PORT=80 WORKDIR /usr/src RUN wget https://intel-extension-for-pytorch.s3.amazonaws.com/ipex_dev/xpu/torch-2.1.0.post1%2Bcxx11.abi-cp310-cp310-linux_x86_64.whl && pip install torch-2.1.0.post1+cxx11.abi-cp310-cp310-linux_x86_64.whl RUN git clone https://github.com/intel/intel-extension-for-pytorch && cd intel-extension-for-pytorch && git checkout -b group_rope origin/dev/gqa_rope # Install server COPY proto proto COPY server server COPY server/Makefile server/Makefile RUN cd server && \ make gen-server && \ pip install -r requirements_intel.txt && \ pip install ".[accelerate, peft, outlines]" --no-cache-dir ENV CCL_ROOT=/opt/intel/oneapi/ccl/latest ENV I_MPI_ROOT=/opt/intel/oneapi/mpi/latest ENV FI_PROVIDER_PATH=/opt/intel/oneapi/mpi/latest/opt/mpi/libfabric/lib/prov:/usr/lib/x86_64-linux-gnu/libfabric ENV LIBRARY_PATH=/opt/intel/oneapi/mpi/latest/lib:/opt/intel/oneapi/ccl/latest/lib/:/opt/intel/oneapi/mkl/latest/lib/:/opt/intel/oneapi/compiler/latest/lib ENV LD_LIBRARY_PATH=/opt/intel/oneapi/ccl/latest/lib/:/opt/intel/oneapi/mpi/latest/opt/mpi/libfabric/lib:/opt/intel/oneapi/mpi/latest/lib:/opt/intel/oneapi/mkl/latest/lib:/opt/intel/oneapi/compiler/latest/opt/compiler/lib:/opt/intel/oneapi/compiler/latest/lib:/opt/intel/oneapi/lib:/opt/intel/oneapi/lib/intel64: ENV PATH=/opt/intel/oneapi/mpi/latest/opt/mpi/libfabric/bin:/opt/intel/oneapi/mpi/latest/bin:/opt/intel/oneapi/mpi/latest/opt/mpi/libfabric/bin:/opt/intel/oneapi/mkl/latest/bin/:/opt/intel/oneapi/compiler/latest/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin ENV CCL_ZE_IPC_EXCHANGE=sockets ENV CMAKE_PREFIX_PATH=/opt/intel/oneapi/mkl/latest/lib/cmake:/opt/intel/oneapi/compiler/latest ENV CPATH=/opt/intel/oneapi/mpi/latest/include:/opt/intel/oneapi/ccl/latest/include:/opt/intel/oneapi/mkl/latest/include RUN pip uninstall -y intel-extension-for-pytorch && cd intel-extension-for-pytorch && git submodule update --init --recursive && USE_AOT_DEVLIST='pvc' BUILD_SEPARATE_OPS=OFF BUILD_WITH_CPU=OFF USE_XETLA=ON python setup.py install && rm -rf /usr/src/intel-extension-for-pytorch # Install benchmarker COPY --from=builder /usr/src/target/release-opt/text-generation-benchmark /usr/local/bin/text-generation-benchmark # Install router COPY --from=builder /usr/src/target/release-opt/text-generation-router /usr/local/bin/text-generation-router # Install launcher COPY --from=builder /usr/src/target/release-opt/text-generation-launcher /usr/local/bin/text-generation-launcher # Final image FROM base ENTRYPOINT ["text-generation-launcher"] CMD ["--json-output"]