/**
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* @license
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* Copyright 2020 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 { EluGrad, util } from '@tensorflow/tfjs-core';
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import { assertNotComplex } from '../cpu_util';
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export function eluGrad(args) {
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const { inputs, backend } = args;
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const { dy, y } = inputs;
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assertNotComplex([dy, y], 'eluGrad');
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const resultValues = new Float32Array(util.sizeFromShape(y.shape));
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const values = backend.data.get(y.dataId).values;
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const dyValues = backend.data.get(dy.dataId).values;
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for (let i = 0; i < values.length; ++i) {
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const v = values[i];
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if (v >= 0) {
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resultValues[i] = dyValues[i];
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}
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else {
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resultValues[i] = dyValues[i] * (v + 1);
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}
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}
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return backend.makeTensorInfo(y.shape, 'float32', resultValues);
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}
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export const eluGradConfig = {
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kernelName: EluGrad,
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backendName: 'cpu',
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kernelFunc: eluGrad
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};
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