onnxruntime/dockerfiles/Dockerfile.tensorrt
Changming Sun 0510688411
Update compliance tasks in python packaging pipeline and fix some compile warnings (#8471)
1. Update SDLNativeRules from v2 to v3. The new one allows us setting excluded paths.
2. Update TSAUpload from v1 to v2. And add a config file ".gdn/.gdntsa" for it.
3. Fix some parentheses warnings
4. Update cmake to the latest.
5. Remove "--x86" build option from pipeline yaml files. Now we can auto-detect cpu architecture from python. So we don't need to ask user to specify it.
2021-07-30 17:16:37 -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
FROM nvcr.io/nvidia/tensorrt:20.12-py3
ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
ARG ONNXRUNTIME_BRANCH=master
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-3.21.0-linux-x86_64/bin:/opt/miniconda/bin:${PATH}
# Prepare onnxruntime repository & build onnxruntime with TensorRT
RUN git clone --single-branch --branch ${ONNXRUNTIME_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime &&\
/bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh &&\
cp onnxruntime/docs/Privacy.md /code/Privacy.md &&\
cp onnxruntime/dockerfiles/LICENSE-IMAGE.txt /code/LICENSE-IMAGE.txt &&\
cp onnxruntime/ThirdPartyNotices.txt /code/ThirdPartyNotices.txt &&\
cd onnxruntime &&\
/bin/sh ./build.sh --parallel --cuda_home /usr/local/cuda --cudnn_home /usr/lib/x86_64-linux-gnu/ --use_tensorrt --tensorrt_home /workspace/tensorrt --config Release --build_wheel --update --build --cmake_extra_defines ONNXRUNTIME_VERSION=$(cat ./VERSION_NUMBER) &&\
pip install /code/onnxruntime/build/Linux/Release/dist/*.whl &&\
cd .. &&\
rm -rf onnxruntime cmake-3.21.0-linux-x86_64