@tensorflow/tfjs-core
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Hardware-accelerated JavaScript library for machine intelligence
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TypeScript
/**
* @license
* Copyright 2019 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
import { Tensor, Tensor3D, Tensor4D } from '../tensor';
import { Conv2DInfo } from './conv_util';
export declare type Activation = 'linear' | 'relu' | 'prelu' | 'elu' | 'relu6';
export declare type FusedBatchMatMulConfig = {
a: Tensor3D;
b: Tensor3D;
transposeA: boolean;
transposeB: boolean;
bias?: Tensor;
activation?: Activation;
preluActivationWeights?: Tensor;
};
export declare type FusedConv2DConfig = {
input: Tensor4D;
filter: Tensor4D;
convInfo: Conv2DInfo;
bias?: Tensor;
activation?: Activation;
preluActivationWeights?: Tensor;
};
export declare const shouldFuse: (gradientDepth: number, activation: Activation) => boolean;