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5 commits

Author SHA1 Message Date
Caroline Zhu
e3b043ba17
[js/web/training] runTrainStep implementation (#18006)
### Description
* based on design document & following InferenceSession's run
implementation, implemented TrainingSession.runTrainStep

### Motivation and Context
* Adding web bindings for training

#### Related work
* #16521 allowed for training artifacts to be built
* #17333 added interfaces for training
* #17474 allowed for training package to be built + added training
backend to web package
* #17891 implementation for createTrainingSession on the TypeScript side
**[SHOULD BE MERGED IN BEFORE THIS PR]**

---------

Co-authored-by: Yulong Wang <7679871+fs-eire@users.noreply.github.com>
Co-authored-by: Ashwini Khade <askhade@microsoft.com>
2023-11-02 08:32:50 -07:00
Caroline Zhu
6a5f469d44
Add training interfaces to js/common (#17333)
### 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>
2023-09-29 19:05:10 -07:00
Yulong Wang
af21a04977
[js] upgrade async@3.2.3 /js/ (#11421)
* [js] upgrade async@3.2.3 /js/

* format code
2022-05-03 23:41:36 -07:00
Yulong Wang
bdefc6c4d8
[js/web] support multi-thread for wasm backend (#7601) 2021-05-07 12:12:37 -07:00
Yulong Wang
4ebc9c3b5e
[JS] onnxruntime-web (#7394)
* add web

* add script and test

* fix lint

* add test/data/ops

* add test/data/node/ to gitignore

* modify scripts

* add onnxjs

* fix tests

* fix test-runner

* fix sourcemap

* fix onnxjs profiling

* update test list

* update README

* resolve comments

* set wasm as default backend

* rename package

* update copyright header

* do not use class "Buffer" in browser context

* revise readme
2021-04-27 00:04:25 -07:00