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1/**
2 * @license
3 * Copyright 2018 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 */
17import { ENGINE } from '../engine';
18import { makeZerosTypedArray, sizeFromShape } from '../util';
19import { complex } from './complex';
20/**
21 * Creates a `tf.Tensor` with all elements set to 0.
22 *
23 * ```js
24 * tf.zeros([2, 2]).print();
25 * ```
26 *
27 * @param shape An array of integers defining the output tensor shape.
28 * @param dtype The type of an element in the resulting tensor. Can
29 * be 'float32', 'int32' or 'bool'. Defaults to 'float'.
30 *
31 * @doc {heading: 'Tensors', subheading: 'Creation'}
32 */
33export function zeros(shape, dtype = 'float32') {
34 if (dtype === 'complex64') {
35 const real = zeros(shape, 'float32');
36 const imag = zeros(shape, 'float32');
37 return complex(real, imag);
38 }
39 const values = makeZerosTypedArray(sizeFromShape(shape), dtype);
40 return ENGINE.makeTensor(values, shape, dtype);
41}
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