| 1 | /// <amd-module name="@tensorflow/tfjs-core/dist/ops/batchnorm4d" />
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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, Tensor4D } 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 4D. 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 batchNorm4d_(x: Tensor4D | TensorLike, mean: Tensor4D | Tensor1D | TensorLike, variance: Tensor4D | Tensor1D | TensorLike, offset?: Tensor4D | Tensor1D | TensorLike, scale?: Tensor4D | Tensor1D | TensorLike, varianceEpsilon?: number): Tensor4D;
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| 32 | export declare const batchNorm4d: typeof batchNorm4d_;
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| 33 | export {};
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