onnxruntime/js/web/lib/wasm/proxy-worker/main.ts
Caroline Zhu 64de71c5e2
[js/web/training] Add CreateTrainingSession (#17891)
### Description
* Adds TrainingSession.create() functionality following the web bindings
for training design doc
* Added 2 new training APIs to wasm/api.h:
   * OrtTrainingGetInputOutputName
   * OrtTrainingGetInputOutputCount
* Moved isOrtEnvInitialized boolean to the wasm-core-impl and added a
method that references it

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

#### Related work
* #16521 allowed for training artifacts to be built
* #17333 added interfaces for training
* #17474 allows for training package to be built + adds training backend
to web package **[MUST BE MERGED IN BEFORE THIS ONE]**

---------

Co-authored-by: Yulong Wang <7679871+fs-eire@users.noreply.github.com>
Co-authored-by: Ashwini Khade <askhade@microsoft.com>
2023-10-26 09:22:10 -07:00

102 lines
3.9 KiB
TypeScript

// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.
/// <reference lib="webworker" />
import {OrtWasmMessage} from '../proxy-messages';
import {createSession, createSessionAllocate, createSessionFinalize, endProfiling, extractTransferableBuffers, initRuntime, isOrtEnvInitialized, releaseSession, run} from '../wasm-core-impl';
import {initializeWebAssembly} from '../wasm-factory';
self.onmessage = (ev: MessageEvent<OrtWasmMessage>): void => {
switch (ev.data.type) {
case 'init-wasm':
try {
initializeWebAssembly(ev.data.in)
.then(
() => postMessage({type: 'init-wasm'} as OrtWasmMessage),
err => postMessage({type: 'init-wasm', err} as OrtWasmMessage));
} catch (err) {
postMessage({type: 'init-wasm', err} as OrtWasmMessage);
}
break;
case 'init-ort':
try {
initRuntime(ev.data.in).then(() => postMessage({type: 'init-ort'} as OrtWasmMessage), err => postMessage({
type: 'init-ort',
err
} as OrtWasmMessage));
} catch (err) {
postMessage({type: 'init-ort', err} as OrtWasmMessage);
}
break;
case 'create_allocate':
try {
const {model} = ev.data.in!;
const modeldata = createSessionAllocate(model);
postMessage({type: 'create_allocate', out: modeldata} as OrtWasmMessage);
} catch (err) {
postMessage({type: 'create_allocate', err} as OrtWasmMessage);
}
break;
case 'create_finalize':
try {
const {modeldata, options} = ev.data.in!;
const sessionMetadata = createSessionFinalize(modeldata, options);
postMessage({type: 'create_finalize', out: sessionMetadata} as OrtWasmMessage);
} catch (err) {
postMessage({type: 'create_finalize', err} as OrtWasmMessage);
}
break;
case 'create':
try {
const {model, options} = ev.data.in!;
const sessionMetadata = createSession(model, options);
postMessage({type: 'create', out: sessionMetadata} as OrtWasmMessage);
} catch (err) {
postMessage({type: 'create', err} as OrtWasmMessage);
}
break;
case 'release':
try {
const handler = ev.data.in!;
releaseSession(handler);
postMessage({type: 'release'} as OrtWasmMessage);
} catch (err) {
postMessage({type: 'release', err} as OrtWasmMessage);
}
break;
case 'run':
try {
const {sessionId, inputIndices, inputs, outputIndices, options} = ev.data.in!;
run(sessionId, inputIndices, inputs, outputIndices, options)
.then(
outputs => {
postMessage({type: 'run', out: outputs} as OrtWasmMessage, extractTransferableBuffers(outputs));
},
err => {
postMessage({type: 'run', err} as OrtWasmMessage);
});
} catch (err) {
postMessage({type: 'run', err} as OrtWasmMessage);
}
break;
case 'end-profiling':
try {
const handler = ev.data.in!;
endProfiling(handler);
postMessage({type: 'end-profiling'} as OrtWasmMessage);
} catch (err) {
postMessage({type: 'end-profiling', err} as OrtWasmMessage);
}
break;
case 'is-ort-env-initialized':
try {
const ortEnvInitialized = isOrtEnvInitialized();
postMessage({type: 'is-ort-env-initialized', out: ortEnvInitialized} as OrtWasmMessage);
} catch (err) {
postMessage({type: 'is-ort-env-initialized', err} as OrtWasmMessage);
}
break;
default:
}
};