Commit graph

3 commits

Author SHA1 Message Date
Jhen-Jie Hong
ea1a5cf920
[js/rn] Implement blob exchange by JSI instead of use base64 (#16094)
### Description
<!-- Describe your changes. -->

- Create `OnnxruntimeJSIHelper` native module to provide two JSI
functions
- `jsiOnnxruntimeStoreArrayBuffer`: Store buffer in Blob Manager &
return blob object (iOS: RCTBlobManager, Android: BlobModule)
  - `jsiOnnxruntimeResolveArrayBuffer`: Use blob object to get buffer
- The part of implementation is reference to
[react-native-blob-jsi-helper](https://github.com/mrousavy/react-native-blob-jsi-helper)
- Replace base64 encode/decode
  - `loadModelFromBlob`: Rename from `loadModelFromBase64EncodedBuffer`
  - `run`: Use blob object to replace input.data & results[].data

For [this
context](https://github.com/microsoft/onnxruntime/issues/16031#issuecomment-1556527812),
it saved a lot of time and avoid JS thread blocking in decode return
type, it is 3700ms -> 5~20ms for the case. (resolve function only takes
0.x ms)

### 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. -->

It’s related to #16031, but not a full implementation for migrate to
JSI.

It just uses JSI through BlobManager to replace the slow part (base64
encode / decode).

Rewriting it entirely in JSI could be complicated, like type convertion
and threading. This PR might be considered a minor change.

/cc @skottmckay
2023-06-16 19:37:02 +10:00
Rachel Guo
814e5cfa4c
[rn] Support UINT8 type for onnxruntime-react-native on iOS (#13210)
### Description
<!-- Describe your changes. -->

As title.


### 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. -->

Uint8 type might be required for some model used in sample application.
To match supported data types for onnxruntime-react-native for Android.

Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
2022-10-06 11:35:25 -07:00
Sunghoon
88d2fc8f1e
ONNX Runtime React Native Library (#7564)
* onnxruntime react native binding

* add react native backend

* fix lint comments

* fix react native backend for ios

* remove unnecessary files to check in

* move onnxruntime-common to devDependency

* create two podspec files for iphoneos and iphonesimulator

* revise README.md and add third party notices for react native

* rename a package

* rename a package and revise README

* add a license into package.json

* revise README and comments

* fix typo

* fix lint errors

* fix lint errors

* add a prepack script. touch index.tsx and App.tsx to resolve CI issue

* remove a unsupported tsx format from clang-format

* fix a type and add steps tp publish a react native npm package

* resolve comments

* fix clang format

* remove promise wrap. change prepack to typescript
2021-05-11 10:34:40 -07:00