Bump up version in main from 1.18.0 to 1.19.0 since the release branch
has been cut.
---------
Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
Bumps [ip](https://github.com/indutny/node-ip) from 1.1.8 to 1.1.9.
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### Description
<!-- Describe your changes. -->
Bump up version to 1.18.0 since the release branch has been cut.
### 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. -->
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
### Description
The casing of Podfile is incorrect in the plugin. This causes issues
when building iOS on case-sensitive systems such as Linux.
### Motivation and Context
because cannot build ios on case sensitive systems
### Description
upgrade JS shared dev dependencies.
- webpack: removed
- eslint: upgrade to latest.
- eslint config upgraded to compatible with latest version
- typescript upgrade to v5
- update module "CommonJS" to "Node16" in tsconfig
- update deprecated config "importsNotUsedAsValues" to
"verbatimModuleSyntax"
- remove webpack bundles in onnxruntime-common
### Description
<!-- Describe your changes. -->
Update E2E test to also check InferenceSession.create with bytes.
### 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. -->
Add tests to validate #17739
### Description
Following the design document:
* Added CreateTrainingSessionHandler to the Backend interface
* All existing Backend implementations throw an error for the new method
createTrainingSessionHandler
* Created TrainingSession namespace, interface, and
TrainingSessionFactory interface
* Created TrainingSessionImpl class implementation
As methods are implemented, the TrainingSession interface will be added
to or modified.
### Motivation and Context
Adding the public-facing interfaces to the onnxruntime-common package is
one of the first steps to support ORT training for web bindings.
---------
Co-authored-by: Caroline Zhu <carolinezhu@microsoft.com>
### Description
<!-- Describe your changes. -->
Use `.buffer` of Uint8Array to get ArrayBuffer.
TODO: Add E2E React Native test case to cover JS level testing to avoid
future breakage.
### 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. -->
#17732
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
### Description
<!-- Describe your changes. -->
For some use case need to create boolean tensor.
I've tested on [this
project](https://github.com/hans00/react-native-transformers-example)
### 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. -->
Add handle `ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL`
And it required #15556 (It seems not include in latest release
(v1.15.1))
### Description
update prepack script to use exact version.
the prepack script for onnxruntime-node, onnxruntime-web and
onnxruntime-react-native is used to update their referencing version of
dependency "onnxruntime-common".
Previously "~" (tilde symbol) is used. This may cause NPM choose an
older version (if the old version matches the version requirement and
was previously installed already so hit the cache). see also
https://semver.npmjs.com/. [This
build](https://dev.azure.com/onnxruntime/onnxruntime/_build/results?buildId=1134671&view=results)
is caused by this issue.
[//]: # (## Work In Progress. Feedbacks are welcome!)
### Description
This PR adds a few properties, methods and factories to Tensor type to
support IO-binding feature. This will allow user to create tensor from
GPU/CPU bound data without a force transferring of data between CPU and
GPU.
This change is a way to resolve#15312
### Change Summary
1. Add properties to `Tensor` type:
a. `location`: indicating where the data is sitting. valid values are
`cpu`, `cpu-pinned`, `texture`, `gpu-buffer`.
b. `texture`: sit side to `data`, a readonly property of `WebGLTexture`
type. available only when `location === 'texture'`
c. `gpuBuffer`: sit side to `data`, a readonly property of `GPUBuffer`
type. available only when `location === 'gpu-buffer'`
2. Add methods to `Tensor` type (usually dealing with inference
outputs):
- async function `getData()` allows user to download data from GPU to
CPU manually.
- function `dispose()` allows user to release GPU resources manually.
3. Add factories for creating `Tensor` instances:
a. `fromTexture()` to create a WebGL texture bound tensor data
b. `fromGpuBuffer()` to create a WebGPUBuffer bound tensor data
c. `fromPinnedBuffer()` to create a tensor using a CPU pinned buffer
### Examples:
create tensors from texture and pass to inference session as inputs
```js
// when create session, specify we prefer 'image_output:0' to be stored on GPU as texture
const session = await InferenceSession.create('./my_model.onnx', {
executionProviders: [ 'webgl' ],
preferredOutputLocation: { 'image_output:0': 'texture' }
});
...
const myImageTexture = getTexture(); // user's function to get a texture
const myFeeds = { input0: Tensor.fromTexture(myImageTexture, { width: 224, height: 224 }) }; // shape [1, 224, 224, 4], RGBA format.
const results = await session.run(myFeeds);
const myOutputTexture = results['image_output:0'].texture;
```
### Description
<!-- Describe your changes. -->
As title.
And manually validated it in the
https://github.com/fs-eire/ort-rn-hello-world test app with the
dev/updated version of onnxruntime-react-native package:
https://www.npmjs.com/package/onnxruntime-react-native/v/1.16.0-dev.20230712-a396a15fa6
### 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. -->
Resolve security warning issues. cc @skottmckay thanks author for the
changes.
Co-authored-by: Scott McKay <skottmckay@gmail.com>
### Description
<!-- Describe your changes. -->
As title.
Validation at JS call level in E2E app is not included. Can cover
together in a separate pr.
### 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. -->
Test coverage.
---------
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
### Description
always use 'typescript' from /js/ folder. This allows all NPM packages
to use the same typescript version.
- remove 'typescript' from /js/react_native/package.json. use the one
from /js/package.json
- remove unused '@types/fs-extra'
### 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. -->
Works with local onnxruntime-c pod in js/rn/e2e test.
A couple of places in onnxruntime used `float_t` data type alias as an
alternative to `float`. However, this is not entirely correct, since
`float_t` is an implementation-defined type alias, which may be `float`,
`double`, `long double` or some other implementation-defined data type,
depending on the state of the internal `FLT_EVAL_METHOD` macro:
https://en.cppreference.com/w/c/numeric/math/float_t
On most major platforms and compilers (clang, GCC, MSVC) this is only a
cosmetic change and will not lead to any changes. However, icpx compiler
(and legacy icc) tends to substitute `float_t` with `long double`,
resulting in a linker error (unresolved reference) to the base onnx
library, that only contains the `ParseData` function for `float` and
`double` as in
[here](9264e09367/onnx/defs/tensor_proto_util.cc (L133-L134)).
Overall, this PR cleans up the implementation-defined behaviour and
enables building onnxruntime with icpx.
### Description
<!-- Describe your changes. -->
This PR adds support for `executionProviders` option for react-native
package, support:
- Android: cpu / xnnpack / nnapi
- iOS: cpu / xnnpack / coreml
### 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. -->
In my case I want to enable Core ML / NNAPI EP for react-native project.
### 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
### Description
Add an API for users to get version of current package. example usage:
```js
import { env } from 'onnxruntime-node';
console.log(env.versions.node); // output "1.16.0"
```
```js
import { env } from 'onnxruntime-web';
console.log(env.versions.web); // output "1.16.0"
console.log(env.versions.common); // output "1.16.0"
console.log(env.versions.node); // output "undefined"
```
#16156
### Description
<!-- Describe your changes. -->
Implement `dispose` react native method.
### 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. -->
Currently we are not able to release the memory used by model in JS
runtime if we don't want to use it anymore, we can do that only by
reload app on debug or restart app on release.
### Description
<!-- Describe your changes. -->
Identified the cause for a `redefinition compilation error` happened in
a react native expo app with ort-extensions enabled when running the ios
side. Fix the include path now, so we can remove the temporary forward
declaration in OnnxruntimeModule.mm file.
### 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. -->
Fix implementation detail.
---------
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
### Description
1. Update VERSION_NUMBER for preparing the upcoming release. This PR's
commit will not be included in the 1.15 release branch
2. Delete package/rpm/onnxruntime.spec since it was not used in past
years.
### Motivation and Context
Preparing the release.
Fixed
[AB#15311](https://aiinfra.visualstudio.com/6a833879-cd9b-44a4-a9de-adc2d818f13c/_workitems/edit/15311)
### Description
<!-- Describe your changes. -->
js/react_native package dependency change to manage ort-extensions for
react-native app.
Enable optional inclusion of ort-ext aar/ ort-ext pods for react-native
extensions apps when specifiy `ortExtensionsEnabled` in user's
package.json file
### 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. -->
---------
Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
### Description
<!-- Describe your changes. -->
-Add support for loading model from buffer on iOS
-Update OnnxruntimeModuleTest to use updated loadModelFromBuffer
Based on #12676
### 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. -->
Issue: #12500
---------
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
### Description
<!-- Describe your changes. -->
Reland previous reverted changes for loading model from buffer - Android
### 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. -->
#13903
---------
Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
### Description
<!-- Describe your changes. -->
Integrate react native e2e test framework with detox.
https://wix.github.io/Detox/
Good build in CI:
https://dev.azure.com/onnxruntime/onnxruntime/_build/results?buildId=946695&view=results
### 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. -->
Write cross-platform end-to-end tests in JavaScript.
Resolve flaky e2e tests in react native ci pipelines.
---------
Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net>
Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local>
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### Description
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Re-enable the react native e2e android unit test for react native CI as
recent change of specifying `default` instead of `google-apis` in
android emulator CI tests gives pretty stable result for now.
Upgrade the targetSDKversion for gradle test project in
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https://support.google.com/googleplay/android-developer/answer/11926878?hl=en
### 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. -->
React Native CI issue.
- Update Gradle version used in most places from 6.8.3 to 8.0.1. Update Android Gradle Plugin version where applicable.
Not updated in this change: React Native Android projects (under `js/react_native/`). That can be done later along with updating the React Native projects.
- Add Gradle wrapper in `java/` to make it easier to consistently use a specific Gradle version.
### Description
update versions of a few build dependencies for onnxruntime NPM
packages.
update nodejs version to v16.x in linux CI. v12 is too out-of-dated. see
[nodejs release
schedule](https://github.com/nodejs/release#release-schedule)
### Motivation and Context
- upgrade to latest webpack allows using of latest Node.js LTS version.
previous version of webpack does not work on Node.js v18 and it is fixed
in latest version
- upgrade to latest typescript, ts-loader and other dev deps to
accelerate the build and bundling.
- upgrade also helps to resolve security warnings that may be vulnerable
in out-of-dated version
### Description
<!-- Describe your changes. -->
As title.
This pr is missing an un-updated index.android.gradle, which causing an
unstable e2e unit test run for React Native CI.
Revert the changes for now.
### 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. -->
To unblock Ort React Native CI pipeline failure.
### Description
<!-- Describe your changes. -->
- Add missing uint8 typedArray case
- Add createInputTensor_uint8 unit test in TensorHelperTest.java file
### 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. -->
Detected inferencesession.run() call error when running react native app
with uint8array input ort tensor. Add missing support to fix.
Fix React Native CI build.
Recently the build started picking up a more recent version of React Native that was published to Maven Central.
More details here: https://github.com/facebook/react-native/issues/35210
