onnxruntime/csharp/sample/InferenceSample/Microsoft.ML.OnnxRuntime.InferenceSample.NetCoreApp/Properties/launchSettings.json at 16db96a5eeecbc11e191e1a0fc05465ebf1f27ad - saymrwulf/onnxruntime - Forgejo: Beyond coding. We forge.

saymrwulf/onnxruntime

mirror of https://github.com/saymrwulf/onnxruntime.git synced 2026-05-15 20:50:42 +00:00

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

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