| 1 | /**
|
| 2 | * @license
|
| 3 | * Copyright 2019 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 | import { Tensor } from '../tensor';
|
| 18 | import { Activation } from './fused_types';
|
| 19 | export declare function getFusedDyActivation(dy: Tensor, y: Tensor, activation: Activation): Tensor;
|
| 20 | export declare function getFusedBiasGradient(bias: Tensor, dyActivation: Tensor): Tensor;
|
| 21 | export declare function applyActivation(x: Tensor, activation: Activation, preluActivationWeights?: Tensor, leakyreluAlpha?: number): Tensor;
|
| 22 | export declare const shouldFuse: (gradientDepth: number, activation: Activation) => boolean;
|