1 | /**
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2 | * @license
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3 | * Copyright 2018 Google LLC. All Rights Reserved.
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4 | * Licensed under the Apache License, Version 2.0 (the "License");
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5 | * you may not use this file except in compliance with the License.
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6 | * You may obtain a copy of the License at
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7 | *
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8 | * http://www.apache.org/licenses/LICENSE-2.0
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9 | *
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10 | * Unless required by applicable law or agreed to in writing, software
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11 | * distributed under the License is distributed on an "AS IS" BASIS,
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12 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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13 | * See the License for the specific language governing permissions and
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14 | * limitations under the License.
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15 | * =============================================================================
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16 | */
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17 | import { ENGINE } from '../engine';
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18 | import { makeZerosTypedArray, sizeFromShape } from '../util';
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19 | import { complex } from './complex';
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20 | /**
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21 | * Creates a `tf.Tensor` with all elements set to 0.
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22 | *
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23 | * ```js
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24 | * tf.zeros([2, 2]).print();
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25 | * ```
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26 | *
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27 | * @param shape An array of integers defining the output tensor shape.
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28 | * @param dtype The type of an element in the resulting tensor. Can
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29 | * be 'float32', 'int32' or 'bool'. Defaults to 'float'.
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30 | *
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31 | * @doc {heading: 'Tensors', subheading: 'Creation'}
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32 | */
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33 | export function zeros(shape, dtype = 'float32') {
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34 | if (dtype === 'complex64') {
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35 | const real = zeros(shape, 'float32');
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36 | const imag = zeros(shape, 'float32');
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37 | return complex(real, imag);
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38 | }
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39 | const values = makeZerosTypedArray(sizeFromShape(shape), dtype);
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40 | return ENGINE.makeTensor(values, shape, dtype);
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41 | }
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