onnxruntime-node
Version:
ONNXRuntime Node.js binding
41 lines (40 loc) • 1.37 kB
TypeScript
import { InferenceSession, OnnxValue, TensorConstructor } from 'onnxruntime-common';
type SessionOptions = InferenceSession.SessionOptions;
type FeedsType = {
[name: string]: OnnxValue;
};
type FetchesType = {
[name: string]: OnnxValue | null;
};
type ReturnType = {
[name: string]: OnnxValue;
};
type RunOptions = InferenceSession.RunOptions;
/**
* Binding exports a simple synchronized inference session object wrap.
*/
export declare namespace Binding {
interface InferenceSession {
loadModel(modelPath: string, options: SessionOptions): void;
loadModel(buffer: ArrayBuffer, byteOffset: number, byteLength: number, options: SessionOptions): void;
readonly inputNames: string[];
readonly outputNames: string[];
run(feeds: FeedsType, fetches: FetchesType, options: RunOptions): ReturnType;
endProfiling(): void;
dispose(): void;
}
interface InferenceSessionConstructor {
new (): InferenceSession;
}
interface SupportedBackend {
name: string;
bundled: boolean;
}
}
export declare const binding: {
InferenceSession: Binding.InferenceSessionConstructor;
listSupportedBackends: () => Binding.SupportedBackend[];
initOrtOnce: (logLevel: number, tensorConstructor: TensorConstructor) => void;
};
export declare const initOrt: () => void;
export {};