/**
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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 { backend_util, Erf } from '@tensorflow/tfjs-core';
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import { unaryKernelFunc } from '../utils/unary_utils';
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const p = backend_util.ERF_P;
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const a1 = backend_util.ERF_A1;
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const a2 = backend_util.ERF_A2;
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const a3 = backend_util.ERF_A3;
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const a4 = backend_util.ERF_A4;
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const a5 = backend_util.ERF_A5;
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export const erf = unaryKernelFunc(Erf, (xi) => {
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const sign = Math.sign(xi);
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const v = Math.abs(xi);
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const t = 1.0 / (1.0 + p * v);
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return sign *
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(1.0 -
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(((((a5 * t + a4) * t) + a3) * t + a2) * t + a1) * t *
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Math.exp(-v * v));
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});
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export const erfConfig = {
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kernelName: Erf,
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backendName: 'cpu',
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kernelFunc: erf,
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};
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