onnxruntime/js/react_native/android
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
..
gradle/wrapper Update Gradle version (#14862) 2023-03-08 12:22:06 -08:00
src [js/rn] Implement blob exchange by JSI instead of use base64 (#16094) 2023-06-16 19:37:02 +10:00
.gitignore ONNX Runtime React Native Library (#7564) 2021-05-11 10:34:40 -07:00
build.gradle [js/rn] Implement blob exchange by JSI instead of use base64 (#16094) 2023-06-16 19:37:02 +10:00
CMakeLists.txt [js/rn] Implement blob exchange by JSI instead of use base64 (#16094) 2023-06-16 19:37:02 +10:00
gradle.properties Re-enable react native e2e android unit test for CI and upgrade targetSDK level for test project (#14989) 2023-03-14 13:35:38 -07:00
gradlew [js/react_native] Create ONNX Runtime React Native pipeline (#10474) 2022-02-09 21:37:05 -08:00
gradlew.bat [js/react_native] Create ONNX Runtime React Native pipeline (#10474) 2022-02-09 21:37:05 -08:00