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@tensorflow/tfjs-node

  • Version 4.18.0
  • Published
  • 2.04 MB
  • 8 dependencies
  • Apache-2.0 license

Install

npm i @tensorflow/tfjs-node
yarn add @tensorflow/tfjs-node
pnpm add @tensorflow/tfjs-node

Overview

This repository provides native TensorFlow execution in backend JavaScript applications under the Node.js runtime, accelerated by the TensorFlow C binary under the hood. It provides the same API as [TensorFlow.js](https://js.tensorflow.org/api/latest/).

Index

Variables

Variables

variable io

const io: {
    fileSystem: typeof nodeIo.fileSystem;
    nodeHTTPRequest: typeof nodeIo.nodeHTTPRequest;
    copyModel: any;
    listModels: any;
    moveModel: any;
    removeModel: any;
    browserFiles: any;
    browserHTTPRequest: any;
    CompositeArrayBuffer: any;
    concatenateArrayBuffers: any;
    decodeWeights: any;
    decodeWeightsStream: any;
    encodeWeights: any;
    fromMemory: any;
    fromMemorySync: any;
    getLoadHandlers: (
        url: string | string[],
        loadOptions?: tf.io.LoadOptions
    ) => tf.io.IOHandler[];
    getModelArtifactsForJSON: any;
    getModelArtifactsForJSONSync: any;
    getModelArtifactsInfoForJSON: any;
    getSaveHandlers: (url: string | string[]) => tf.io.IOHandler[];
    getWeightSpecs: any;
    http: any;
    isHTTPScheme: any;
    loadWeights: any;
    registerLoadRouter: (loudRouter: any) => void;
    registerSaveRouter: (loudRouter: any) => void;
    weightsLoaderFactory: any;
    withSaveHandler: any;
    withSaveHandlerSync: any;
};

    variable node

    const node: {
        decodeImage: typeof decodeImage;
        decodeBmp: typeof decodeBmp;
        decodeGif: typeof decodeGif;
        decodePng: typeof decodePng;
        decodeJpeg: typeof decodeJpeg;
        encodeJpeg: typeof encodeJpeg;
        encodePng: typeof encodePng;
        summaryFileWriter: typeof summaryFileWriter;
        tensorBoard: typeof tensorBoard;
        getMetaGraphsFromSavedModel: typeof getMetaGraphsFromSavedModel;
        getNumOfSavedModels: typeof getNumOfSavedModels;
        loadSavedModel: typeof loadSavedModel;
    };

      variable version

      const version: {
          'tfjs-node': string;
          'tfjs-core': string;
          'tfjs-backend-cpu': string;
          'tfjs-backend-webgl': string;
          'tfjs-data': string;
          'tfjs-layers': string;
          'tfjs-converter': string;
          tfjs: string;
      };

        Package Files (2)

        Dependencies (8)

        Dev Dependencies (17)

        Peer Dependencies (0)

        No peer dependencies.

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