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chenyc

2025-06-12 7b72ac13a83764a662159d4a49b7fffb90476ecb

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/**
 * @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 { env, Prelu } from '@tensorflow/tfjs-core';
import { BinaryOpProgram } from '../binaryop_gpu';
import { BinaryOpPackedProgram } from '../binaryop_packed_gpu';
export const PRELU = `return (a < 0.) ? b * a : a;`;
export const PRELU_PACKED = `
  vec4 aLessThanZero = vec4(lessThan(a, vec4(0.)));
  return (aLessThanZero * (b * a)) + ((vec4(1.0) - aLessThanZero) * a);
`;
export function prelu(args) {
    const { inputs, backend } = args;
    const { x, alpha } = inputs;
    const program = env().getBool('WEBGL_PACK_BINARY_OPERATIONS') ?
        new BinaryOpPackedProgram(PRELU_PACKED, x.shape, alpha.shape) :
        new BinaryOpProgram(PRELU, x.shape, alpha.shape);
    return backend.runWebGLProgram(program, [x, alpha], 'float32');
}
export const preluConfig = {
    kernelName: Prelu,
    backendName: 'webgl',
    kernelFunc: prelu
};
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