@tensorflow/tfjs-layers/dist/layers/serialization.d.ts

TensorFlow layers API in JavaScript

/**
 * @license
 * Copyright 2018 Google LLC
 *
 * Use of this source code is governed by an MIT-style
 * license that can be found in the LICENSE file or at
 * https://opensource.org/licenses/MIT.
 * =============================================================================
 */
/// <amd-module name="@tensorflow/tfjs-layers/dist/layers/serialization" />
import { serialization } from '@tensorflow/tfjs-core';
/**
 * Instantiate a layer from a config dictionary.
 * @param config dict of the form {class_name: str, config: dict}
 * @param customObjects dict mapping class names (or function names)
 *   of custom (non-Keras) objects to class/functions
 * @param fastWeightInit Optional flag to use fast weight initialization
 *   during deserialization. This is applicable to cases in which
 *   the initialization will be immediately overwritten by loaded weight
 *   values. Default: `false`.
 * @returns Layer instance (may be LayersModel, Sequential, Layer...)
 */
export declare function deserialize(config: serialization.ConfigDict, customObjects?: serialization.ConfigDict, fastWeightInit?: boolean): serialization.Serializable;