Dockerfile.tensorrt

# --------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------
# Dockerfile to run ONNXRuntime with TensorRT integration

# nVidia TensorRT Base Image
ARG TRT_CONTAINER_VERSION=21.12
FROM nvcr.io/nvidia/tensorrt:${TRT_CONTAINER_VERSION}-py3

ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
ARG ONNXRUNTIME_BRANCH=main
ARG CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80

RUN apt-get update &&\
    apt-get install -y sudo git bash unattended-upgrades
RUN unattended-upgrade

WORKDIR /code
ENV PATH /usr/local/nvidia/bin:/usr/local/cuda/bin:/code/cmake-3.24.3-linux-x86_64/bin:/opt/miniconda/bin:${PATH}

# Prepare onnxruntime repository & build onnxruntime with TensorRT
RUN git clone --single-branch --branch ${ONNXRUNTIME_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime &&\
    /bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh &&\
    trt_version=${TRT_VERSION:0:3} &&\
    /bin/sh onnxruntime/dockerfiles/scripts/checkout_submodules.sh ${trt_version} &&\
    cd onnxruntime &&\
    /bin/sh build.sh --parallel --build_shared_lib --cuda_home /usr/local/cuda --cudnn_home /usr/lib/x86_64-linux-gnu/ --use_tensorrt --tensorrt_home /usr/lib/x86_64-linux-gnu/ --config Release --build_wheel --skip_tests --skip_submodule_sync --cmake_extra_defines '"CMAKE_CUDA_ARCHITECTURES='${CMAKE_CUDA_ARCHITECTURES}'"' &&\
    pip install /code/onnxruntime/build/Linux/Release/dist/*.whl &&\
    cd ..