### Description
<!-- Describe your changes. -->
Added newly introduced API combinations to getting-started table.
### Motivation and Context
Attempting to get merged before / in time for ORT 1.17 release
---------
Co-authored-by: MaanavD <maanavdalal@microsoft.com>
Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
### Description
Update python doc about user_compute_stream in CUDA python API for
https://github.com/microsoft/onnxruntime/pull/19229.
### Motivation and Context
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- If it fixes an open issue, please link to the issue here. -->
Add an option for installing ort-training nightly build for cuda 12.2
scenario
### Description
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### Motivation and Context
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### Description
Added SDXL Turbo HF blog to ORT website blog
### Motivation and Context
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### Description
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Update NNAPI supported operators with latest info
### Motivation and Context
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update winarm instructions to be current
### Description
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### Motivation and Context
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### Description
I mainly wanted to update the docs to V2 API. I think my spellchecker
did quite a few adjusts to whitespaces hope that's fine.
@chilo-ms for viz
### Description
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Command was split from `shape_inference.py` to address import sequence
warnings in 8004db4bf1 and was not
updated.
Anyone following the docs prior to this change would have encountered;
```
root@Raze:~# python -m onnxruntime.quantization.shape_inference --help
/usr/lib/python3.10/runpy.py:126: RuntimeWarning: 'onnxruntime.quantization.shape_inference' found in sys.modules after import of package 'onnxruntime.quantization', but prior to execution of 'onnxruntime.quantization.shape_inference'; this may result in unpredictable behaviour
warn(RuntimeWarning(msg))
```
Instead of the expected;
```
root@Raze:~# ./onnxtesting/bin/python -m onnxruntime.quantization.preprocess --help
usage: preprocess.py [-h] --input INPUT --output OUTPUT [--skip_optimization SKIP_OPTIMIZATION] [--skip_onnx_shape SKIP_ONNX_SHAPE]
[--skip_symbolic_shape SKIP_SYMBOLIC_SHAPE] [--auto_merge] [--int_max INT_MAX] [--guess_output_rank]
[--verbose VERBOSE] [--save_as_external_data] [--all_tensors_to_one_file]
[--external_data_location EXTERNAL_DATA_LOCATION]
[--external_data_size_threshold EXTERNAL_DATA_SIZE_THRESHOLD]
Model optimizer and shape inferencer[continues]
```
updated winarm to use qnn EP
### Description
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### Motivation and Context
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### Description
Re-work C# code samples with OrtValue API.
Bring `C# Tutorial: Basic` to index.
The site is currently published
[here](https://yuslepukhin.github.io/onnxruntime)
### Motivation and Context
Direct all future usage to `Ortvalue` API
### Description
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Update some ops docs for 1.16 release
### Motivation and Context
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### Description
Live preview [here](https://carzh.github.io/onnxruntime/).
* updates CUDA option in training to be a specific CUDA version
* updates with the now-preferred devops source for stable version for
1.16.0
### Motivation and Context
* updates installation command for stable ORT training
