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[ROCm] Update dockerfile (#19661)

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Update dockerfile to ROCm6.0
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PeixuanZuo 2024-02-29 17:51:29 +08:00 committed by GitHub
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commit c311d1faf5
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3 changed files with 8 additions and 43 deletions
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43
dockerfiles/Dockerfile.migraphx
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@ -5,57 +5,22 @@
# Dockerfile to run ONNXRuntime with MIGraphX integration
#--------------------------------------------------------------------------
FROM ubuntu:20.04
FROM rocm/pytorch:rocm6.0_ubuntu20.04_py3.9_pytorch_2.1.1
ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
ARG ONNXRUNTIME_BRANCH=main
ARG ROCM_VERSION=5.4
# MIGraphX version should be the same as ROCm version
ARG MIGRAPHX_VERSION=rocm-5.4.0
ENV DEBIAN_FRONTEND noninteractive
ENV MIGRAPHX_DISABLE_FAST_GELU=1
RUN apt-get clean && apt-get update && apt-get install -y locales
RUN locale-gen en_US.UTF-8
RUN update-locale LANG=en_US.UTF-8
ENV LC_ALL C.UTF-8
ENV LANG C.UTF-8
# Install rocm
RUN apt-get update && apt-get install -y gnupg2 --no-install-recommends curl && \
curl -sL http://repo.radeon.com/rocm/rocm.gpg.key | apt-key add - && \
sh -c 'echo deb [arch=amd64] http://repo.radeon.com/rocm/apt/${ROCM_VERSION}/ ubuntu main > /etc/apt/sources.list.d/rocm.list'
ENV PATH /code/cmake-3.27.3-linux-x86_64/bin:${PATH}
RUN apt-get update &&\
apt-get install -y sudo git bash build-essential rocm-dev python3-dev python3-pip miopen-hip \
rocblas half aria2 libnuma-dev pkg-config
RUN aria2c -q -d /tmp -o cmake-3.27.3-linux-x86_64.tar.gz \
https://github.com/Kitware/CMake/releases/download/v3.27.3/cmake-3.27.3-linux-x86_64.tar.gz &&\
tar -zxf /tmp/cmake-3.27.3-linux-x86_64.tar.gz --strip=1 -C /usr
# Install rbuild
RUN pip3 install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz numpy yapf==0.28.0
ENV PATH /opt/miniconda/bin:/code/cmake-3.27.3-linux-x86_64/bin:${PATH}
# Install MIGraphX from source
RUN mkdir -p /migraphx
RUN cd /migraphx && git clone --depth=1 --branch ${MIGRAPHX_VERSION} https://github.com/ROCmSoftwarePlatform/AMDMIGraphX src
RUN cd /migraphx && rbuild package --cxx /opt/rocm/llvm/bin/clang++ -d /migraphx/deps -B /migraphx/build -S /migraphx/src/ -DPYTHON_EXECUTABLE=/usr/bin/python3
RUN dpkg -i /migraphx/build/*.deb
RUN rm -rf /migraphx
# Install rocm ep dependencies
RUN apt-get update &&\
apt-get install -y rocrand rccl hipsparse hipfft hipcub hipblas rocthrust
apt-get install -y migraphx
WORKDIR /code
# Prepare onnxruntime repository & build onnxruntime
RUN git clone --single-branch --branch ${ONNXRUNTIME_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime &&\
/bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh &&\
cd onnxruntime &&\
cd onnxruntime && pip install --upgrade pip &&\
/bin/sh ./build.sh --allow_running_as_root --cmake_extra_defines ONNXRUNTIME_VERSION=`cat ./VERSION_NUMBER` --config Release --parallel \
--skip_tests --build_wheel --use_rocm --rocm_version=${ROCM_VERSION} --rocm_home /opt/rocm --use_migraphx &&\
pip install /code/onnxruntime/build/Linux/Release/dist/*.whl

4
dockerfiles/Dockerfile.rocm
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@ -5,14 +5,14 @@
# Dockerfile to run ONNXRuntime with ROCm integration
#--------------------------------------------------------------------------
FROM rocm/pytorch:rocm5.4_ubuntu20.04_py3.7_pytorch_1.12.1
FROM rocm/pytorch:rocm6.0_ubuntu20.04_py3.9_pytorch_2.1.1
ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
ARG ONNXRUNTIME_BRANCH=main
WORKDIR /code
ENV PATH /opt/miniconda/bin:/code/cmake-3.27.3-linux-x86_64/bin:${PATH}
ENV PATH /code/cmake-3.27.3-linux-x86_64/bin:${PATH}
# Prepare onnxruntime repository & build onnxruntime
RUN git clone --single-branch --branch ${ONNXRUNTIME_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime &&\

4
dockerfiles/README.md
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@ -277,7 +277,7 @@ Nothing else from ONNX Runtime source tree will be copied/installed to the image
Note: When running the container you built in Docker, please either use 'nvidia-docker' command instead of 'docker', or use Docker command-line options to make sure NVIDIA runtime will be used and appropiate files mounted from host. Otherwise, CUDA libraries won't be found. You can also [set NVIDIA runtime as default in Docker](https://github.com/dusty-nv/jetson-containers#docker-default-runtime).
## MIGraphX
**Ubuntu 20.04, ROCm5.4, AMDMIGraphX v1.2**
**Ubuntu 20.04, ROCm6.0, MIGraphX**
1. Build the docker image from the Dockerfile in this repository.
```
@ -291,7 +291,7 @@ Note: When running the container you built in Docker, please either use 'nvidia-
```
## ROCm
**Ubuntu 20.04, ROCm5.4**
**Ubuntu 20.04, ROCm6.0**
1. Build the docker image from the Dockerfile in this repository.
```