Commit graph

2 commits

Author SHA1 Message Date
Dmitri Smirnov
322237f482
[C#] Implement OrtValue APIs (#16206)
### Description

Expose `OrtValue` class API as first-class citizen.
Make it simular with C++ API.
Enable safe direct native memory access.
Make string tensor manipulation more efficient.
Avoid intermediate structures such as `NamedOnnxValue`,
`DisposableNamedOnnxvalue` and etc.

Provide more examples with `IOBinding`, although `OrtValue` API
potentially makes `IOBinding` redundant for most of scenarios, since
`OrtValue` can be created on top of any memory.

Run all the pre-trained models now with `OrtValue` API as well.
Obsolete `OrtExternalMemory class`. Obsolete IOBinding API that takes
`FixedBufferOnnxValue`.

### Motivation and Context
Make the API efficient and uniform with C++.

This aspires to address: 
https://github.com/microsoft/onnxruntime/issues/14918
https://github.com/microsoft/onnxruntime/issues/15381

Cc: @Craigacp
2023-06-29 08:59:23 -07:00
Dmitri Smirnov
ce3b4eabd3
Implement Optional Metadata support and C# test support (#15314)
### Description
Implement Optional Type metadata support in the library.
Implement optional support in C# API along with metadata.
Implement Sequence, Map, Optional test data support
and test execution.

Prune tests and provide more details for failing tests in C# code.

Note, this PR does not enable running onnx test models in C++.

### Motivation and Context
Opset18 optional type support.
2023-04-11 09:41:59 -07:00