FROM nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04 as builder RUN apt-get update && \ apt-get install -y --no-install-recommends \ python3-dev \ python3-pip \ wget \ && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* WORKDIR /root ENV ONEAPI_VERSION=2023.0.0 ENV MKL_BUILD=25398 RUN wget -q https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB && \ apt-key add *.PUB && \ rm *.PUB && \ echo "deb https://apt.repos.intel.com/oneapi all main" > /etc/apt/sources.list.d/oneAPI.list && \ apt-get update && \ apt-get install -y --no-install-recommends \ intel-oneapi-mkl-devel=$ONEAPI_VERSION-$MKL_BUILD \ && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* RUN python3 -m pip --no-cache-dir install cmake==3.22.* ENV ONEDNN_VERSION=3.0.1 RUN wget -q https://github.com/oneapi-src/oneDNN/archive/refs/tags/v${ONEDNN_VERSION}.tar.gz && \ tar xf *.tar.gz && \ rm *.tar.gz && \ cd oneDNN-* && \ cmake -DCMAKE_BUILD_TYPE=Release -DDNNL_LIBRARY_TYPE=STATIC -DDNNL_BUILD_EXAMPLES=OFF -DDNNL_BUILD_TESTS=OFF -DDNNL_ENABLE_WORKLOAD=INFERENCE -DDNNL_ENABLE_PRIMITIVE="CONVOLUTION;REORDER" . && \ make -j$(nproc) install && \ cd .. && \ rm -r oneDNN-* COPY third_party third_party COPY cli cli COPY include include COPY src src COPY cmake cmake COPY python python COPY CMakeLists.txt . ARG CXX_FLAGS ENV CXX_FLAGS=${CXX_FLAGS:-"-msse4.1"} ARG CUDA_NVCC_FLAGS ENV CUDA_NVCC_FLAGS=${CUDA_NVCC_FLAGS:-"-Xfatbin=-compress-all"} ARG CUDA_ARCH_LIST ENV CUDA_ARCH_LIST=${CUDA_ARCH_LIST:-"Common"} ENV CTRANSLATE2_ROOT=/opt/ctranslate2 RUN mkdir build && \ cd build && \ cmake -DCMAKE_INSTALL_PREFIX=${CTRANSLATE2_ROOT} \ -DWITH_CUDA=ON -DWITH_CUDNN=ON -DWITH_MKL=ON -DWITH_DNNL=ON -DOPENMP_RUNTIME=COMP \ -DCMAKE_BUILD_TYPE=Release -DCMAKE_CXX_FLAGS="${CXX_FLAGS}" \ -DCUDA_NVCC_FLAGS="${CUDA_NVCC_FLAGS}" -DCUDA_ARCH_LIST="${CUDA_ARCH_LIST}" .. && \ VERBOSE=1 make -j$(nproc) install ENV LANG=en_US.UTF-8 COPY README.md . RUN cd python && \ python3 -m pip --no-cache-dir install -r install_requirements.txt && \ python3 setup.py bdist_wheel --dist-dir $CTRANSLATE2_ROOT FROM nvidia/cuda:11.2.2-base-ubuntu20.04 # We remove the cuda-compat package because it conflicts with the CUDA Enhanced Compatibility. # See e.g. https://github.com/NVIDIA/nvidia-docker/issues/1515 RUN apt-get update && \ apt-get install -y --no-install-recommends \ libcublas-11-2 \ libcudnn8=8.1.1.33-1+cuda11.2 \ libgomp1 \ python3-pip \ && \ apt-get purge -y cuda-compat-11-2 && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* ENV CTRANSLATE2_ROOT=/opt/ctranslate2 ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$CTRANSLATE2_ROOT/lib COPY --from=builder $CTRANSLATE2_ROOT $CTRANSLATE2_ROOT RUN python3 -m pip --no-cache-dir install $CTRANSLATE2_ROOT/*.whl && \ rm $CTRANSLATE2_ROOT/*.whl ENTRYPOINT ["/opt/ctranslate2/bin/ct2-translator"]