1 | /// <amd-module name="@tensorflow/tfjs-core/dist/ops/batchnorm2d" />
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2 | /**
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3 | * @license
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4 | * Copyright 2020 Google LLC. All Rights Reserved.
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5 | * Licensed under the Apache License, Version 2.0 (the "License");
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6 | * you may not use this file except in compliance with the License.
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7 | * You may obtain a copy of the License at
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8 | *
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9 | * http://www.apache.org/licenses/LICENSE-2.0
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10 | *
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11 | * Unless required by applicable law or agreed to in writing, software
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12 | * distributed under the License is distributed on an "AS IS" BASIS,
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13 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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14 | * See the License for the specific language governing permissions and
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15 | * limitations under the License.
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16 | * =============================================================================
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17 | */
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18 | import { Tensor1D, Tensor2D } from '../tensor';
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19 | import { TensorLike } from '../types';
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20 | /**
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21 | * Batch normalization, strictly for 2D. For the more relaxed version, see
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22 | * `tf.batchNorm`.
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23 | *
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24 | * @param x The input Tensor.
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25 | * @param mean A mean Tensor.
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26 | * @param variance A variance Tensor.
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27 | * @param offset An offset Tensor.
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28 | * @param scale A scale Tensor.
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29 | * @param varianceEpsilon A small float number to avoid dividing by 0.
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30 | */
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31 | declare function batchNorm2d_(x: Tensor2D | TensorLike, mean: Tensor2D | Tensor1D | TensorLike, variance: Tensor2D | Tensor1D | TensorLike, offset?: Tensor2D | Tensor1D | TensorLike, scale?: Tensor2D | Tensor1D | TensorLike, varianceEpsilon?: number): Tensor2D;
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32 | export declare const batchNorm2d: typeof batchNorm2d_;
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33 | export {};
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