ORT 1.23.1 cherrypick 2 (#26182)
### Description
Adds the following commits to the `rel-1.23.1` branch for ORT 1.23.1:
- add session_id_ to LogEvaluationStart/Stop, LogSessionCreationStart
  - main merge date: July 31, 1:05am
  - pr: #25590
  - commit: e753643
- [build] fix WebAssembly build on macOS/arm64
  - main merge date: Aug 5, 8:07am
  - pr: #25653
  - commit: 53f152b
- [CPU] MoE Kernel (#25958)
  - main merge date: Sept 10, 4:54pm
  - pr: #25958
  - commit: 930e640
- [CPU] Block-wise QMoE kernel for CPU
  - main merge date: Sept 15, 8:32am
  - pr: #26009
  - commit: 5d17734
- [C#] Implement missing APIs
  - main merge date: Sept 24, 10:50am
  - pr: #26101
  - commit: 35dcab5
- Regenerate test model with ONNX IR < 12
  - main merge date: Sept 24, 2:50pm
  - pr: #26149
  - commit: 88f2652
- [CPU] Fix compilation errors because of unused variables
  - main merge date: Sept 25, 1:21pm
  - pr: #26147
  - commit: 42fcd71
- [EP ABI] Check if nodes specified in GetCapability() have already been
assigned
  - main merge date: Sept 26, 1:24am
  - pr: #26156
  - commit: 67d3ba0
- [QNN EP] Add dynamic option to set HTP performance mode
  - main merge date: Sept 26, 11:55am
  - pr: #26135
  - commit: 6cc40fd
---------
Co-authored-by: xieofxie <xieofxie@126.com>
Co-authored-by: hualxie <hualxie@microsoft.com>
Co-authored-by: Yulong Wang <7679871+fs-eire@users.noreply.github.com>
Co-authored-by: Akshay Sonawane <111780983+apsonawane@users.noreply.github.com>
Co-authored-by: Dmitri Smirnov <yuslepukhin@users.noreply.github.com>
Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
Co-authored-by: quic-tirupath <quic_tirupath@quicinc.com>
Co-authored-by: quic-ashwshan <quic_ashwshan@quicinc.com>

Fix python test issues for the 1.23.0 release (#26118)
### Description
1. Fixes Python Wheel Installation Path: In the Linux smoking test
(py-package-smoking-test-linux.yml),
the pip install command was corrected to use --find-links . to locate
the wheel in the correct directory.
This resolves an issue where the installation script was looking in the
wrong location.
2. Expands python package test pipeline's macOS Test Matrix: A new
parameterized template (py-package-smoking-test-macos.yml) is introduced
to test macOS wheels. The main pipeline (py-package-test-pipeline.yml)
now uses this template to create a comprehensive test matrix, covering
Python versions 3.10, 3.11, 3.12, and 3.13 across macOS versions 13, 14,
and 15.
3. Enable more tests in Nuget Test Pipeline. The pipeline is for testing
packaged ONNX Runtime nuget packages. In the Windows NuGet test template
(test_win.yml), a step has been added to download and place the
custom_op_library.dll in the appropriate test directory. This ensures
the custom op tests can find their required dependencies. The
SKIPNONPACKAGETESTS flag has been removed to ensure all such tests are
run.
### Motivation and Context
Improve packaging tests.

ORT 1.22.2 cherry-pick PR 25552 (#25720)
### Description
Cherry-pick PR #25552,
which allows building python wheels for ORT 1.22.2
### 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. -->
Co-authored-by: Changming Sun <chasun@microsoft.com>

Cherry Picks into rel-1.22.1 (#25157)
### Description
Cherry pick the following into
[rel-1.22.1](https://github.com/microsoft/onnxruntime/tree/rel-1.22.1)
- (#24884 )
- (#24845 )
- (#24950 )
- (#24534)
- (#24889 )
- bump version to 1.22.1 and update DirectML package version to 1.22.1
in CI pipeline
---------
Co-authored-by: Prathik Rao <prathik.rao@gmail.com>
Co-authored-by: Yulong Wang <7679871+fs-eire@users.noreply.github.com>
Co-authored-by: Scott McKay <skottmckay@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Julien <182520+JulienMaille@users.noreply.github.com>
Co-authored-by: Julien Maille <julien.maille@data-pixel.com>
Co-authored-by: Changming Sun <chasun@microsoft.com>

Fix Windows_CI_GPU_DML_Dev_x86 and Windows_CI_GPU_DML_Dev_arm64 pipel…
…ine steps (#24365)
Investigating [this
failure](https://aiinfra.visualstudio.com/Lotus/_build/results?buildId=744027&view=logs&j=e0aa037a-ca0a-529d-6a03-a5c9d149fe1a&t=2eb2c023-a94a-592e-a1f1-54add6f4a3b2&l=69)
and [this
failure](https://aiinfra.visualstudio.com/Lotus/_build/results?buildId=744027&view=logs&j=54944931-7164-5479-7b9e-b791f07d59dd&t=01ecb114-a484-5e44-2bca-f46cc3296044&l=69)
we observed that there are 2 packages created in these steps when doing
a release build:
-
`Microsoft.ML.OnnxRuntime.DirectML.1.21.1-dev-20250408-0849-84808eb710.nupkg`
- `Microsoft.ML.OnnxRuntime.DirectML.1.21.1.nupkg`
The problem with this is that the following
[rename](https://github.com/microsoft/onnxruntime/blob/84808eb7102ecb6133b88b7cf35b1ec9b0feadd2/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml#L172C6-L172C61)
command fails with the error above because it matches multiple files:
`ren Microsoft.ML.OnnxRuntime.DirectML.* win-dml-x86.zip`
Validated that the changes in this PR passed in
https://aiinfra.visualstudio.com/Lotus/_build/results?buildId=754225&view=results

Add tag v1.21.0 for the rel-1.21.0 release

ORT 1.20.2 Release

[ORT 1.20.1 Release] Cherry pick 2nd round (#22845)
### Description
<!-- Describe your changes. -->
All three PRs are cherry-picked in this round:
1. [Refactor SkipLayerNorm and handle beta properly (#22862)
](#22862)
2. [[TensorRT EP] Exclude DDS ops from running on TRT
(#22875)](#22875)
3. [[QNN EP] QNN SDK 2.28.2 (#22844) 
](#22844)
### 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. -->
---------
Signed-off-by: Liqun Fu <liqfu@microsoft.com>
Signed-off-by: Liqun Fu <liqun.fu@microsoft.com>
Co-authored-by: Chi Lo <54722500+chilo-ms@users.noreply.github.com>
Co-authored-by: liqun Fu <liqfu@microsoft.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Adrian Lizarraga <adlizarraga@microsoft.com>

creates tag v1.20.0 and assigns it to relevant commit