gx
chenyc
2025-06-12 7b72ac13a83764a662159d4a49b7fffb90476ecb
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
/**
 * @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 { EluGrad, util } from '@tensorflow/tfjs-core';
import { assertNotComplex } from '../cpu_util';
export function eluGrad(args) {
    const { inputs, backend } = args;
    const { dy, y } = inputs;
    assertNotComplex([dy, y], 'eluGrad');
    const resultValues = new Float32Array(util.sizeFromShape(y.shape));
    const values = backend.data.get(y.dataId).values;
    const dyValues = backend.data.get(dy.dataId).values;
    for (let i = 0; i < values.length; ++i) {
        const v = values[i];
        if (v >= 0) {
            resultValues[i] = dyValues[i];
        }
        else {
            resultValues[i] = dyValues[i] * (v + 1);
        }
    }
    return backend.makeTensorInfo(y.shape, 'float32', resultValues);
}
export const eluGradConfig = {
    kernelName: EluGrad,
    backendName: 'cpu',
    kernelFunc: eluGrad
};
//# sourceMappingURL=data:application/json;base64,eyJ2ZXJzaW9uIjozLCJmaWxlIjoiRWx1R3JhZC5qcyIsInNvdXJjZVJvb3QiOiIiLCJzb3VyY2VzIjpbIi4uLy4uLy4uLy4uLy4uLy4uL3RmanMtYmFja2VuZC1jcHUvc3JjL2tlcm5lbHMvRWx1R3JhZC50cyJdLCJuYW1lcyI6W10sIm1hcHBpbmdzIjoiQUFBQTs7Ozs7Ozs7Ozs7Ozs7O0dBZUc7QUFFSCxPQUFPLEVBQUMsT0FBTyxFQUFtRSxJQUFJLEVBQUMsTUFBTSx1QkFBdUIsQ0FBQztBQUdySCxPQUFPLEVBQUMsZ0JBQWdCLEVBQUMsTUFBTSxhQUFhLENBQUM7QUFFN0MsTUFBTSxVQUFVLE9BQU8sQ0FBQyxJQUFzRDtJQUU1RSxNQUFNLEVBQUMsTUFBTSxFQUFFLE9BQU8sRUFBQyxHQUFHLElBQUksQ0FBQztJQUMvQixNQUFNLEVBQUMsRUFBRSxFQUFFLENBQUMsRUFBQyxHQUFHLE1BQU0sQ0FBQztJQUV2QixnQkFBZ0IsQ0FBQyxDQUFDLEVBQUUsRUFBRSxDQUFDLENBQUMsRUFBRSxTQUFTLENBQUMsQ0FBQztJQUVyQyxNQUFNLFlBQVksR0FBRyxJQUFJLFlBQVksQ0FBQyxJQUFJLENBQUMsYUFBYSxDQUFDLENBQUMsQ0FBQyxLQUFLLENBQUMsQ0FBQyxDQUFDO0lBQ25FLE1BQU0sTUFBTSxHQUFHLE9BQU8sQ0FBQyxJQUFJLENBQUMsR0FBRyxDQUFDLENBQUMsQ0FBQyxNQUFNLENBQUMsQ0FBQyxNQUFvQixDQUFDO0lBQy9ELE1BQU0sUUFBUSxHQUFHLE9BQU8sQ0FBQyxJQUFJLENBQUMsR0FBRyxDQUFDLEVBQUUsQ0FBQyxNQUFNLENBQUMsQ0FBQyxNQUFvQixDQUFDO0lBQ2xFLEtBQUssSUFBSSxDQUFDLEdBQUcsQ0FBQyxFQUFFLENBQUMsR0FBRyxNQUFNLENBQUMsTUFBTSxFQUFFLEVBQUUsQ0FBQyxFQUFFO1FBQ3RDLE1BQU0sQ0FBQyxHQUFHLE1BQU0sQ0FBQyxDQUFDLENBQUMsQ0FBQztRQUNwQixJQUFJLENBQUMsSUFBSSxDQUFDLEVBQUU7WUFDVixZQUFZLENBQUMsQ0FBQyxDQUFDLEdBQUcsUUFBUSxDQUFDLENBQUMsQ0FBQyxDQUFDO1NBQy9CO2FBQU07WUFDTCxZQUFZLENBQUMsQ0FBQyxDQUFDLEdBQUcsUUFBUSxDQUFDLENBQUMsQ0FBQyxHQUFHLENBQUMsQ0FBQyxHQUFHLENBQUMsQ0FBQyxDQUFDO1NBQ3pDO0tBQ0Y7SUFFRCxPQUFPLE9BQU8sQ0FBQyxjQUFjLENBQUMsQ0FBQyxDQUFDLEtBQUssRUFBRSxTQUFTLEVBQUUsWUFBWSxDQUFDLENBQUM7QUFDbEUsQ0FBQztBQUVELE1BQU0sQ0FBQyxNQUFNLGFBQWEsR0FBaUI7SUFDekMsVUFBVSxFQUFFLE9BQU87SUFDbkIsV0FBVyxFQUFFLEtBQUs7SUFDbEIsVUFBVSxFQUFFLE9BQWdDO0NBQzdDLENBQUMiLCJzb3VyY2VzQ29udGVudCI6WyIvKipcbiAqIEBsaWNlbnNlXG4gKiBDb3B5cmlnaHQgMjAyMCBHb29nbGUgTExDLiBBbGwgUmlnaHRzIFJlc2VydmVkLlxuICogTGljZW5zZWQgdW5kZXIgdGhlIEFwYWNoZSBMaWNlbnNlLCBWZXJzaW9uIDIuMCAodGhlIFwiTGljZW5zZVwiKTtcbiAqIHlvdSBtYXkgbm90IHVzZSB0aGlzIGZpbGUgZXhjZXB0IGluIGNvbXBsaWFuY2Ugd2l0aCB0aGUgTGljZW5zZS5cbiAqIFlvdSBtYXkgb2J0YWluIGEgY29weSBvZiB0aGUgTGljZW5zZSBhdFxuICpcbiAqIGh0dHA6Ly93d3cuYXBhY2hlLm9yZy9saWNlbnNlcy9MSUNFTlNFLTIuMFxuICpcbiAqIFVubGVzcyByZXF1aXJlZCBieSBhcHBsaWNhYmxlIGxhdyBvciBhZ3JlZWQgdG8gaW4gd3JpdGluZywgc29mdHdhcmVcbiAqIGRpc3RyaWJ1dGVkIHVuZGVyIHRoZSBMaWNlbnNlIGlzIGRpc3RyaWJ1dGVkIG9uIGFuIFwiQVMgSVNcIiBCQVNJUyxcbiAqIFdJVEhPVVQgV0FSUkFOVElFUyBPUiBDT05ESVRJT05TIE9GIEFOWSBLSU5ELCBlaXRoZXIgZXhwcmVzcyBvciBpbXBsaWVkLlxuICogU2VlIHRoZSBMaWNlbnNlIGZvciB0aGUgc3BlY2lmaWMgbGFuZ3VhZ2UgZ292ZXJuaW5nIHBlcm1pc3Npb25zIGFuZFxuICogbGltaXRhdGlvbnMgdW5kZXIgdGhlIExpY2Vuc2UuXG4gKiA9PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PT09PVxuICovXG5cbmltcG9ydCB7RWx1R3JhZCwgRWx1R3JhZElucHV0cywgS2VybmVsQ29uZmlnLCBLZXJuZWxGdW5jLCBUZW5zb3JJbmZvLCBUeXBlZEFycmF5LCB1dGlsfSBmcm9tICdAdGVuc29yZmxvdy90ZmpzLWNvcmUnO1xuXG5pbXBvcnQge01hdGhCYWNrZW5kQ1BVfSBmcm9tICcuLi9iYWNrZW5kX2NwdSc7XG5pbXBvcnQge2Fzc2VydE5vdENvbXBsZXh9IGZyb20gJy4uL2NwdV91dGlsJztcblxuZXhwb3J0IGZ1bmN0aW9uIGVsdUdyYWQoYXJnczoge2lucHV0czogRWx1R3JhZElucHV0cywgYmFja2VuZDogTWF0aEJhY2tlbmRDUFV9KTpcbiAgICBUZW5zb3JJbmZvIHtcbiAgY29uc3Qge2lucHV0cywgYmFja2VuZH0gPSBhcmdzO1xuICBjb25zdCB7ZHksIHl9ID0gaW5wdXRzO1xuXG4gIGFzc2VydE5vdENvbXBsZXgoW2R5LCB5XSwgJ2VsdUdyYWQnKTtcblxuICBjb25zdCByZXN1bHRWYWx1ZXMgPSBuZXcgRmxvYXQzMkFycmF5KHV0aWwuc2l6ZUZyb21TaGFwZSh5LnNoYXBlKSk7XG4gIGNvbnN0IHZhbHVlcyA9IGJhY2tlbmQuZGF0YS5nZXQoeS5kYXRhSWQpLnZhbHVlcyBhcyBUeXBlZEFycmF5O1xuICBjb25zdCBkeVZhbHVlcyA9IGJhY2tlbmQuZGF0YS5nZXQoZHkuZGF0YUlkKS52YWx1ZXMgYXMgVHlwZWRBcnJheTtcbiAgZm9yIChsZXQgaSA9IDA7IGkgPCB2YWx1ZXMubGVuZ3RoOyArK2kpIHtcbiAgICBjb25zdCB2ID0gdmFsdWVzW2ldO1xuICAgIGlmICh2ID49IDApIHtcbiAgICAgIHJlc3VsdFZhbHVlc1tpXSA9IGR5VmFsdWVzW2ldO1xuICAgIH0gZWxzZSB7XG4gICAgICByZXN1bHRWYWx1ZXNbaV0gPSBkeVZhbHVlc1tpXSAqICh2ICsgMSk7XG4gICAgfVxuICB9XG5cbiAgcmV0dXJuIGJhY2tlbmQubWFrZVRlbnNvckluZm8oeS5zaGFwZSwgJ2Zsb2F0MzInLCByZXN1bHRWYWx1ZXMpO1xufVxuXG5leHBvcnQgY29uc3QgZWx1R3JhZENvbmZpZzogS2VybmVsQ29uZmlnID0ge1xuICBrZXJuZWxOYW1lOiBFbHVHcmFkLFxuICBiYWNrZW5kTmFtZTogJ2NwdScsXG4gIGtlcm5lbEZ1bmM6IGVsdUdyYWQgYXMgdW5rbm93biBhcyBLZXJuZWxGdW5jXG59O1xuIl19