1 /* 2 * Copyright (c) 2017-2020 Arm Limited. 3 * 4 * SPDX-License-Identifier: MIT 5 * 6 * Permission is hereby granted, free of charge, to any person obtaining a copy 7 * of this software and associated documentation files (the "Software"), to 8 * deal in the Software without restriction, including without limitation the 9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or 10 * sell copies of the Software, and to permit persons to whom the Software is 11 * furnished to do so, subject to the following conditions: 12 * 13 * The above copyright notice and this permission notice shall be included in all 14 * copies or substantial portions of the Software. 15 * 16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 22 * SOFTWARE. 23 */ 24 25 #ifndef ARM_COMPUTE_GCDROPOUTLAYER_H 26 #define ARM_COMPUTE_GCDROPOUTLAYER_H 27 28 #include "arm_compute/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.h" 29 #include "arm_compute/runtime/IFunction.h" 30 31 namespace arm_compute 32 { 33 class IGCTensor; 34 /** Basic function to do dropout op. This function calls the following kernels: 35 * 36 * -# @ref GCDropoutLayerKernel 37 * 38 * @deprecated This function is deprecated and is intended to be removed in 21.05 release 39 * 40 */ 41 class GCDropoutLayer : public IFunction 42 { 43 public: 44 /** Constructor */ 45 GCDropoutLayer(); 46 47 /** Set the input and output tensors. 48 * 49 * @param[in] input Source tensor. Data type supported: F16/F32. 50 * @param[out] mask Destination tensor. Data type supported: Same as @p input. 51 * @param[out] output Destination tensor. Data type supported: Same as @p input. 52 * @param[in] ratio Dropout ratio 53 * @param[in] forward Forward or backward propagation 54 * 55 */ 56 void configure(const IGCTensor *input, IGCTensor *mask, IGCTensor *output, float ratio, bool forward); 57 58 //Inherited methods override 59 void run() override; 60 61 private: 62 GCDropoutLayerKernel _dropout_kernel; 63 }; 64 } 65 66 #endif /* ARM_COMPUTE_GCDROPOUTLAYER_H */ 67