UNPKG

1.5 kBTypeScriptView Raw
1/**
2 * @license
3 * Copyright 2020 Google LLC. All Rights Reserved.
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 * =============================================================================
16 */
17/// <amd-module name="@tensorflow/tfjs-core/dist/ops/leaky_relu" />
18import { Tensor } from '../tensor';
19import { TensorLike } from '../types';
20/**
21 * Computes leaky rectified linear element-wise.
22 *
23 * See
24 * [http://web.stanford.edu/~awni/papers/relu_hybrid_icml2013_final.pdf](
25 * http://web.stanford.edu/~awni/papers/relu_hybrid_icml2013_final.pdf)
26 *
27 * ```js
28 * const x = tf.tensor1d([-1, 2, -3, 4]);
29 *
30 * x.leakyRelu(0.1).print(); // or tf.leakyRelu(x, 0.1)
31 * ```
32 * @param x The input tensor.
33 * @param alpha The scaling factor for negative values, defaults to 0.2.
34 *
35 * @doc {heading: 'Operations', subheading: 'Basic math'}
36 */
37declare function leakyRelu_<T extends Tensor>(x: T | TensorLike, alpha?: number): T;
38export declare const leakyRelu: typeof leakyRelu_;
39export {};