### Description
The patch release will fix the following issues:
1. A coding problem in test/shared_lib/test_inference.cc that it should
use ASSERT_NEAR to test float values instead of ASSERT_EQ. Without this
change, some DNNL/OpenVino tests would fail on some AMD CPUs.
2. A misaligned error in cublasGemmBatchedHelper function. The error
only occurs when the GPU's CUDA Compute capability >=80. (In other
words: with TensorFloat-32 support)
3. A build issue that build with onnxruntime_ENABLE_MEMORY_PROFILE was
broken in 1.15.0 release.
4. Native onnxruntime library not loading in Azure App Service. It is
because in 1.15.0 we introduced a Windows API call to
SetThreadDescription. Though the API is available in all Windows 10
versions, some sandbox environments block using the API.
5. An alignment problem for xnnpack EP on Intel/AMD CPUs on PC
platforms.
6. Some training header files were missing in the 1.15.0 training NuGet
package.
7. Some fields in OrtCUDAProviderOptionsV2 struct are not initialized.
---------
Co-authored-by: cao lei <jslhcl@gmail.com>
Co-authored-by: Lei Cao <leca@microsoft.com>
Co-authored-by: Scott McKay <skottmckay@gmail.com>
Co-authored-by: Baiju Meswani <bmeswani@microsoft.com>
Co-authored-by: JiCheng <wejoncy@163.com>
Co-authored-by: Yuriy Chernyshov <thegeorg@yandex-team.com>
Co-authored-by: Artur <artur@vaadin.com>
Co-authored-by: Dale Phurrough <dale@hidale.com>
Co-authored-by: Yi Zhang <zhanyi@microsoft.com>
rocm python packaging pipeline failed because manylinux version and
manylinux.patch update.
1. fix duplicate `epel-release` installation issue, ROCm pipeline
install it at the begin of the dockerfile to install rocm libs. remove
duplicate installation on install-runtime-packages.sh.
```
/var/tmp/yum-root-sMRl36/epel-release-latest-7.noarch.rpm: does not update installed package.
Error: Nothing to do
```
2. add python10 to fix error below.
```
+ /opt/python/cp310-cp310/bin/python -m venv /opt/_internal/tools
build_scripts/finalize.sh: line 40: /opt/python/cp310-cp310/bin/python: No such file or directory
```
3. add python10 to rocm pipeline.
pipeline link:
https://aiinfra.visualstudio.com/Lotus/_build/results?buildId=294776&view=results
1. Update CUDA version from 11.4 to 11.6.
2. Update Manylinux version
3. Upgrade GCC version from 10 to 11 for most x86_64 pipelines. CentOS 7 ARM64 doesn't have GCC 11 yet.
4. Refactor python packaging pipeline:
a. Split Linux GPU build job to two parts, build and test, so that the
build part doesn't need to use a GPU machine
b. Make the Linux GPU build job and Linux CPU build job more similar: share the same bash script and yaml file.
5. Temporarily disable Attention_Mask1D_Fp16_B2_FusedNoPadding because it is causing one of our packaging pipeline to fail. I have created an ADO task for this.
1. Delete the build scripts that were copied from manylinux project. Use "git checkout" instead.
2. Update manylinux version to get python 3.11. Related issue: Python 3.11 support #12343
3. Change the cuda version of linux gpu build job of nuget packaging pipeline from cuda 11.4 to cuda 11.6 to match the TRT job within the same pipeline.. (A lot other places need be updated as well, but I'd prefer to put them in another PR)
4. Make dockerfile names static. For example, replace tools/ci_build/github/linux/docker/$(DockerFile) to tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cpu . The former one relies on a runtime variable $(DockerFile), Template Parameters are expanded early in processing a pipeline run when most variables are not available. It like C++ macros vs variables.
