Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017 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 | |
Gian Marco | ff85093 | 2017-12-11 12:37:17 +0000 | [diff] [blame] | 28 | #include "arm_compute/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.h" |
Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 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 | * |
Gian Marco | ff85093 | 2017-12-11 12:37:17 +0000 | [diff] [blame] | 36 | * -# @ref GCDropoutLayerKernel |
Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 37 | */ |
| 38 | class GCDropoutLayer : public IFunction |
| 39 | { |
| 40 | public: |
| 41 | /** Constructor */ |
| 42 | GCDropoutLayer(); |
| 43 | |
| 44 | /** Set the input and output tensors. |
| 45 | * |
| 46 | * @param[in] input Source tensor. Data type supported: F16/F32. |
| 47 | * @param[out] mask Destination tensor. Data type supported: Same as @p input. |
| 48 | * @param[out] output Destination tensor. Data type supported: Same as @p input. |
| 49 | * @param[in] ratio Dropout ratio |
| 50 | * @param[in] forward Forward or backward propagation |
| 51 | * |
| 52 | */ |
| 53 | void configure(const IGCTensor *input, IGCTensor *mask, IGCTensor *output, float ratio, bool forward); |
| 54 | |
| 55 | //Inherited methods override |
| 56 | void run() override; |
| 57 | |
| 58 | private: |
Gian Marco | ff85093 | 2017-12-11 12:37:17 +0000 | [diff] [blame] | 59 | GCDropoutLayerKernel _dropout_kernel; |
Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 60 | }; |
| 61 | } |
| 62 | |
| 63 | #endif /* __ARM_COMPUTE_GCDROPOUTLAYER_H__ */ |