/**
|
* @license
|
* Copyright 2018 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.
|
* =============================================================================
|
*/
|
/// <amd-module name="@tensorflow/tfjs-core/dist/ops/tensor4d" />
|
import { Tensor4D } from '../tensor';
|
import { TensorLike4D } from '../types';
|
import { DataType } from '../types';
|
/**
|
* Creates rank-4 `tf.Tensor` with the provided values, shape and dtype.
|
*
|
* The same functionality can be achieved with `tf.tensor`, but in general
|
* we recommend using `tf.tensor4d` as it makes the code more readable.
|
*
|
* ```js
|
* // Pass a nested array.
|
* tf.tensor4d([[[[1], [2]], [[3], [4]]]]).print();
|
* ```
|
* ```js
|
* // Pass a flat array and specify a shape.
|
* tf.tensor4d([1, 2, 3, 4], [1, 2, 2, 1]).print();
|
* ```
|
*
|
* @param values The values of the tensor. Can be nested array of numbers,
|
* or a flat array, or a `TypedArray`.
|
* @param shape The shape of the tensor. Optional. If not provided,
|
* it is inferred from `values`.
|
* @param dtype The data type.
|
*
|
* @doc {heading: 'Tensors', subheading: 'Creation'}
|
*/
|
export declare function tensor4d(values: TensorLike4D, shape?: [number, number, number, number], dtype?: DataType): Tensor4D;
|
