onnxruntime/dockerfiles/Dockerfile.tensorrt
Changming Sun 23da468154
Upgrade cmake version to 3.24 (#13569)
### Description
Upgrade cmake version to 3.24 because I need to use a new feature that
is only provided in that version and later. Starting from cmake 3.24,
the
[FetchContent](https://cmake.org/cmake/help/latest/module/FetchContent.html#module:FetchContent)
module and the
[find_package()](https://cmake.org/cmake/help/latest/command/find_package.html#command:find_package)
command now support integration capabilities, which means calls to
"FetchContent" can be implicitly redirected to "find_package", and vice
versa. Users can use a cmake variable to control the behavior. So, we
don't need to provide such a build option. We can delete our
"onnxruntime_PREFER_SYSTEM_LIB" build option and let cmake handle it.
And it would be easier for who wants to use vcpkg.


### Motivation and Context

Provide a unified package management method, and get aligned with the
community. This change is split from #13523 for easier review.
2022-11-04 22:58:51 -07:00

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# --------------------------------------------------------------
# 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 ..