/**
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* @license
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* Copyright 2018 Google LLC. All Rights Reserved.
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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* =============================================================================
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*/
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import { ENGINE } from '../engine';
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import { assertNonNegativeIntegerDimensions, makeZerosTypedArray, sizeFromShape } from '../util';
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import { complex } from './complex';
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/**
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* Creates a `tf.Tensor` with all elements set to 0.
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*
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* ```js
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* tf.zeros([2, 2]).print();
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* ```
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*
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* @param shape An array of integers defining the output tensor shape.
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* @param dtype The type of an element in the resulting tensor. Can
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* be 'float32', 'int32' or 'bool'. Defaults to 'float'.
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*
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* @doc {heading: 'Tensors', subheading: 'Creation'}
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*/
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export function zeros(shape, dtype = 'float32') {
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assertNonNegativeIntegerDimensions(shape);
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if (dtype === 'complex64') {
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const real = zeros(shape, 'float32');
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const imag = zeros(shape, 'float32');
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return complex(real, imag);
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}
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const values = makeZerosTypedArray(sizeFromShape(shape), dtype);
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return ENGINE.makeTensor(values, shape, dtype);
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}
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