/**
|
* @license
|
* Copyright 2020 Google LLC. All Rights Reserved.
|
* Licensed under the Apache License, Version 2.0 (the "License");
|
* you may not use this file except in compliance with the License.
|
* You may obtain a copy of the License at
|
*
|
* http://www.apache.org/licenses/LICENSE-2.0
|
*
|
* Unless required by applicable law or agreed to in writing, software
|
* distributed under the License is distributed on an "AS IS" BASIS,
|
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
* See the License for the specific language governing permissions and
|
* limitations under the License.
|
* =============================================================================
|
*/
|
import { Rsqrt } from '../kernel_names';
|
import { div } from '../ops/div';
|
import { mul } from '../ops/mul';
|
import { neg } from '../ops/neg';
|
import { pow } from '../ops/pow';
|
export const rsqrtGradConfig = {
|
kernelName: Rsqrt,
|
inputsToSave: ['x'],
|
gradFunc: (dy, saved) => {
|
const [x] = saved;
|
return { x: () => neg(div(dy, mul(pow(x, 1.5), 2))) };
|
}
|
};
|
//# sourceMappingURL=data:application/json;base64,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
|
