### Description
This PR Fix warning - `LegacyKeyValueFormat: "ENV key=value" should be
used instead of legacy "ENV key value" format` from all Dockerfile
### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
### 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.
### Description
<!-- Describe your changes. -->
This PR upgrades ORTModule's default opset from 15 to 17. Opset 17 is
the final opset supported by torchscript exporter
(https://github.com/pytorch/pytorch/pull/107829)
### Motivation and Context
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Engineering excellence contribution for ORT Training DRI.
---------
Co-authored-by: Prathik Rao <prathikrao@microsoft.com@orttrainingdev8.d32nl1ml4oruzj4qz3bqlggovf.px.internal.cloudapp.net>
### Description
Adding python3.12 support to ORT
### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
manylinux build is used for nightly packaging generation and it's hard
to capture issue in time when related files change. This PR add
manylinux build in CI.
### Description
1. Update docker files and their build instructions.
ARM64 and x86_64 can use the same docker file.
2. Upgrade Linux CUDA pipeline's base docker image from CentOS7 to UBI8
AB#18990
### Description
<!-- Describe your changes. -->
### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Get the latest gcc 12 by default
---------
Co-authored-by: Changming Sun <chasun@microsoft.com>
2023-08-29 21:05:36 -07:00
Renamed from tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_rocm (Browse further)
