onnxruntime

1
# --------------------------------------------------------------
2
# Copyright(C) Xilinx Inc.
3
# Licensed under the MIT License.
4
# --------------------------------------------------------------
5
# Dockerfile to run ONNXRuntime with Vitis-AI integration
6

7
FROM xilinx/vitis-ai-cpu:1.3.598
8

9
ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
10
ARG ONNXRUNTIME_BRANCH=main
11

12
ARG PYXIR_REPO=https://github.com/Xilinx/pyxir
13
ARG PYXIR_BRANCH=v0.2.0
14
ARG PYXIR_FLAG="--use_vai_rt"
15

16
RUN apt-get update && \
17
    apt-get install -y \
18
    sudo \
19
    git \
20
    bash \
21
    gcc-aarch64-linux-gnu && \
22
    apt-get clean && \
23
    rm -rf /var/lib/apt/lists/*
24

25
ENV PATH /code/cmake-3.27.3-linux-x86_64/bin:$PATH
26
ENV LD_LIBRARY_PATH /opt/xilinx/xrt/lib:$LD_LIBRARY_PATH
27

28
WORKDIR /code
29
RUN . $VAI_ROOT/conda/etc/profile.d/conda.sh &&\
30
    conda activate vitis-ai-tensorflow &&\
31
    git clone --single-branch --branch ${PYXIR_BRANCH} --recursive ${PYXIR_REPO} pyxir &&\
32
    cd pyxir && python3 setup.py install ${PYXIR_FLAG}
33
RUN . $VAI_ROOT/conda/etc/profile.d/conda.sh &&\
34
    conda activate vitis-ai-tensorflow &&\
35
    git clone --single-branch --branch ${ONNXRUNTIME_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime &&\
36
    /bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh &&\
37
    cp onnxruntime/docs/Privacy.md /code/Privacy.md &&\
38
    cp onnxruntime/dockerfiles/LICENSE-IMAGE.txt /code/LICENSE-IMAGE.txt &&\
39
    cp onnxruntime/ThirdPartyNotices.txt /code/ThirdPartyNotices.txt &&\
40
    cd onnxruntime &&\
41
    /bin/sh ./build.sh --allow_running_as_root --config RelWithDebInfo --enable_pybind --build_wheel --use_vitisai --parallel --update --build --build_shared_lib &&\
42
    pip install /code/onnxruntime/build/Linux/RelWithDebInfo/dist/*-linux_x86_64.whl &&\
43
    cd .. &&\
44
    rm -rf onnxruntime cmake-3.27.3-linux-x86_64
45