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https://github.com/saymrwulf/onnxruntime.git
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b4afc6266f
### Description
Upgrade python from 3.9 to 3.10 in ROCm and MigraphX docker files and CI
pipelines. Upgrade ROCm version to 6.2.3 in most places except ROCm CI,
see comment below.
Some improvements/upgrades on ROCm/Migraphx docker or pipeline:
* rocm 6.0/6.1.3 => 6.2.3
* python 3.9 => 3.10
* Ubuntu 20.04 => 22.04
* Also upgrade ml_dtypes, numpy and scipy packages.
* Fix message "ROCm version from ..." with correct file path in
CMakeList.txt
* Exclude some NHWC tests since ROCm EP lacks support for NHWC
convolution.
#### ROCm CI Pipeline:
ROCm 6.1.3 is kept in the pipeline for now.
- Failed after upgrading to ROCm 6.2.3: `HIPBLAS_STATUS_INVALID_VALUE ;
GPU=0 ; hostname=76123b390aed ;
file=/onnxruntime_src/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
; line=170 ; expr=hipblasSetStream(hipblas_handle_, stream);` . It need
further investigation.
- cupy issues:
(1) It currently supports numpy < 1.27, might not work with numpy 2.x.
So we locked numpy==1.26.4 for now.
(2) cupy support of ROCm 6.2 is still in progress:
https://github.com/cupy/cupy/issues/8606.
Note that miniconda issues: its libstdc++.so.6 and libgcc_s.so.1 might
have conflict with the system ones. So we created links to use the
system ones.
#### MigraphX CI pipeline
MigraphX CI does not use cupy, and we are able to use ROCm 6.2.3 and
numpy 2.x in the pipeline.
#### Other attempts
Other things that I've tried which might help in the future:
Attempt to use a single docker file for both ROCm and Migraphx:
https://github.com/microsoft/onnxruntime/pull/22478
Upgrade to ubuntu 24.04 and python 3.12, and use venv like
[this](27903e7ff1/tools/ci_build/github/linux/docker/rocm-ci-pipeline-env.Dockerfile).
### Motivation and Context
In 1.20 release, ROCm nuget packaging pipeline will use 6.2:
https://github.com/microsoft/onnxruntime/pull/22461.
This upgrades rocm to 6.2.3 in CI pipelines to be consistent.
26 lines
1.2 KiB
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26 lines
1.2 KiB
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# --------------------------------------------------------------
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# Copyright (c) Microsoft Corporation. All rights reserved.
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# Licensed under the MIT License.
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# --------------------------------------------------------------
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# Dockerfile to run ONNXRuntime with MIGraphX integration
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#--------------------------------------------------------------------------
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FROM rocm/pytorch:rocm6.2.3_ubuntu22.04_py3.10_pytorch_release_2.3.0
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ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
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ARG ONNXRUNTIME_BRANCH=main
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ENV PATH /code/cmake-3.27.3-linux-x86_64/bin:${PATH}
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RUN apt-get update &&\
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apt-get install -y migraphx
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WORKDIR /code
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# Prepare onnxruntime repository & build onnxruntime
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RUN git clone --single-branch --branch ${ONNXRUNTIME_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime &&\
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/bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh &&\
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cd onnxruntime && pip install --upgrade pip &&\
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/bin/sh ./build.sh --allow_running_as_root --cmake_extra_defines ONNXRUNTIME_VERSION=`cat ./VERSION_NUMBER` --config Release --parallel \
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--skip_tests --build_wheel --use_rocm --rocm_version=${ROCM_VERSION} --rocm_home /opt/rocm --use_migraphx &&\
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pip install /code/onnxruntime/build/Linux/Release/dist/*.whl
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