/**
|
* @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 { Sqrt } from '../kernel_names';
|
import { cast } from '../ops/cast';
|
import { div } from '../ops/div';
|
import { mul } from '../ops/mul';
|
import { sqrt } from '../ops/sqrt';
|
export const sqrtGradConfig = {
|
kernelName: Sqrt,
|
inputsToSave: ['x'],
|
gradFunc: (dy, saved) => {
|
const [x] = saved;
|
return { x: () => div(dy, mul(sqrt(cast(x, 'float32')), 2)) };
|
}
|
};
|
//# sourceMappingURL=data:application/json;base64,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
|
