Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 1 | /* |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2019 ARM Limited. |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 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 | */ |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 24 | #ifndef __ARM_COMPUTE_CLDEPTHWISECONVOLUTIONLAYERRESHAPEWEIGHTSGENERICKERNEL_H__ |
| 25 | #define __ARM_COMPUTE_CLDEPTHWISECONVOLUTIONLAYERRESHAPEWEIGHTSGENERICKERNEL_H__ |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 26 | |
| 27 | #include "arm_compute/core/CL/ICLKernel.h" |
| 28 | |
| 29 | namespace arm_compute |
| 30 | { |
| 31 | class ICLTensor; |
| 32 | |
| 33 | /** Interface for the depthwise weights reshape kernel. |
| 34 | * This kernel reshape original weights' low 2D dimensions into a single row and |
| 35 | * have the second dimension as the original depth size. |
| 36 | * |
| 37 | **/ |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 38 | class CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel : public ICLKernel |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 39 | { |
| 40 | public: |
| 41 | /** Default constructor */ |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 42 | CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel(); |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 43 | /** Prevent instances of this class from being copied (As this class contains pointers) */ |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 44 | CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel(const CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel &) = delete; |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 45 | /** Prevent instances of this class from being copied (As this class contains pointers) */ |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 46 | CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel &operator=(const CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel &) = delete; |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 47 | /** Allow instances of this class to be moved */ |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 48 | CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel(CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel &&) = default; |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 49 | /** Allow instances of this class to be moved */ |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 50 | CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel &operator=(CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel &&) = default; |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 51 | /** Set the input and output of the kernel. |
| 52 | * |
Georgios Pinitas | de5a1cc | 2018-02-02 12:52:07 +0000 | [diff] [blame] | 53 | * @param[in] input The input tensor to convert. 3 lower dimensions represent a single input [width, height, IFM]. |
Michele Di Giorgio | d24af8a | 2018-05-08 17:23:52 +0100 | [diff] [blame] | 54 | * Data type supported: QASYMM8/F16/F32. |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 55 | * @param[out] output The output tensor. Data type supported: same as @p input. |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 56 | * @param[in] biases (Optional) The input biases to add. Shape [IFM]. Data type supported: same as @p input. |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 57 | */ |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 58 | void configure(const ICLTensor *input, ICLTensor *output, const ICLTensor *biases = nullptr); |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 59 | /** Static function to check if given info will lead to a valid configuration of @ref CLDepthwiseConvolutionLayerReshapeWeightsGenericKernel |
Giorgio Arena | ad0c738 | 2018-04-23 16:16:21 +0100 | [diff] [blame] | 60 | * |
| 61 | * @param[in] input The input tensor to convert. 3 lower dimensions represent a single input [width, height, IFM]. |
| 62 | * Data type supported: QASYMM8/F32. |
| 63 | * @param[in] output The output tensor. Data type supported: same as @p input. |
| 64 | * @param[in] biases (Optional) The input biases to add. Shape [IFM]. Data type supported: same as @p input. |
| 65 | * |
| 66 | * @return a status |
| 67 | */ |
| 68 | static Status validate(const ITensorInfo *input, const ITensorInfo *output, const ITensorInfo *biases = nullptr); |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 69 | |
| 70 | // Inherited methods overridden: |
| 71 | void run(const Window &window, cl::CommandQueue &queue) override; |
| 72 | |
| 73 | private: |
| 74 | const ICLTensor *_input; |
Georgios Pinitas | 81a26ad | 2017-10-23 20:29:30 +0100 | [diff] [blame] | 75 | const ICLTensor *_biases; |
Giorgio Arena | 9fe4144 | 2017-08-23 16:36:24 +0100 | [diff] [blame] | 76 | ICLTensor *_output; |
| 77 | }; |
| 78 | } // arm_compute |
giuros01 | 6d10996 | 2019-01-07 17:47:19 +0000 | [diff] [blame] | 79 | #endif /*__ARM_COMPUTE_CLDEPTHWISECONVOLUTIONLAYERRESHAPEWEIGHTSGENERICKERNEL_H__ */ |