### Description
This PR contains the steps of building onnxruntime in AIX OS.
### Motivation and Context
AIX OS users can build the onnxruntime in their local env.
### Description
Add download links to previous versions of onnxruntime-gpu.
### Motivation and Context
There was a change in feeds recently, which make it hard to find the
download links for previous versions of onnxruntime-gpu.
### Description
* Add CUDA/CuDNN requirements for 1.19.x
* Update installation guide for cuda 11 package and nightly.
* Remove a sentence for ROCm: `Alternatively, each major ORT release has
a corresponding C/C++ ROCm package, found
[here](https://github.com/microsoft/onnxruntime/releases/).` since
onnxruntime_rocm package is not available in recent releases.
### Motivation and Context
Doc is not up to date.
Likely will need to change HLJS theme for the rest.
Should be good to instantly approve/merge, but feel free to review as
necessary. Not currently deploying a preview as another more significant
PR is being reviewed, but I can do it if requested :)
### Description
<!-- Describe your changes. -->
Update CoreML ops lists with recent additions.
### 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. -->
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Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
### Description
Introduce how to use matmul_4bits_quantizer to do weight only
quantization.
### Motivation and Context
Add 4bit quantizer to onnx runtime doc
This pull request addresses several spelling errors and inconsistencies
in the capitalization of proper nouns within the documentation.
### Motivation and Context
To improve the quality of the documentation, spelling errors and
capitalization mistakes have been corrected. This ensures that the
content is more accurate and easier to read.
### Description
<!-- Describe your changes. -->
- Update Android build instructions.
- Remove references to "mobile" packages with reduced operators and
minimal build which have been removed in 1.19.
In particular, these packages:
- onnxruntime-mobile-c/objc (iOS)
- onnxruntime-mobile (Android)
https://edgchen1.github.io/onnxruntime/docs/
### Motivation and Context
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- If it fixes an open issue, please link to the issue here. -->
Update and remove obsolete documentation.
Update DML EP docs w/ correct DML + ONNX opset version
### Description
<!-- Describe your changes. -->
### Motivation and Context
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- If it fixes an open issue, please link to the issue here. -->
### Description
Python code block on home page contained typo
Previous: outputs = session.run(None {"input": inputTensor})
Correction: outputs = session.run(None, {"input": inputTensor})
Fixes issue #21146
### Motivation and Context
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- If it fixes an open issue, please link to the issue here. -->
DRAFT PR until images and thumbnail are provided
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Co-authored-by: Scott McKay <Scott.McKay@microsoft.com>
Co-authored-by: Emma Ning <43255631+EmmaNingMS@users.noreply.github.com>
### 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. -->
This documentation adds documentation on:
- how to allocate CUDA device tensors from C++ and python
- how to use DML device tensors from C++ and python
- it also shows how to leverage existing GPU allocations in ORT
- how to overlap PCI copies and GPU execution using CUDA streams
- how to overlap PCI copies and GPU execution using D3D12 Command Lists
and custom resources
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Co-authored-by: Tianlei Wu <tlwu@microsoft.com>
ACPT docs should be nested inside Ecosystem category in the docs
sidebar, but they currently show up outside of the category at the top
of the sidebar.
Need to add parent to address this issue.
### Description
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### Motivation and Context
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- If it fixes an open issue, please link to the issue here. -->
Adding to the docs a link on how to embed an externally compiled engine
and also mention that in case of an embedded engine the builder resource
is not needed.
### Description
Add an ACPT landing page to the ORT docs to publish supported
configurations + most recent releases
### Motivation and Context
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- If it fixes an open issue, please link to the issue here. -->
### Description
Fix broken links referenced in issue #20790
Llama2 blog link was updated to the correct location and ResNet sample
was removed entirely because it no longer exists anywhere in the AML
docs
### Motivation and Context
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- If it fixes an open issue, please link to the issue here. -->
Add a section for how to use three major TRT EP caches: TRT timing
cache, TRT engine cache and Embedded engine model /EPContext model.
Some materials are from my GTC slides.
update cudnn to 8.9.2.26 (Linux)<br/>8.9.2.26 (Windows)
### Description
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### Motivation and Context
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