Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2018-2020 Arm Limited. |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +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 | */ |
Michalis Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 24 | #ifndef ARM_COMPUTE_CLSPACETOBATCHLAYERKERNEL_H |
| 25 | #define ARM_COMPUTE_CLSPACETOBATCHLAYERKERNEL_H |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 26 | |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 27 | #include "arm_compute/core/Types.h" |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 28 | |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 29 | #include "src/core/CL/ICLKernel.h" |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 30 | |
| 31 | namespace arm_compute |
| 32 | { |
| 33 | class ICLTensor; |
| 34 | |
| 35 | /** Interface for the space to batch kernel */ |
| 36 | class CLSpaceToBatchLayerKernel : public ICLKernel |
| 37 | { |
| 38 | public: |
| 39 | /** Default constructor */ |
| 40 | CLSpaceToBatchLayerKernel(); |
| 41 | /** Prevent instances of this class from being copied (As this class contains pointers) */ |
| 42 | CLSpaceToBatchLayerKernel(const CLSpaceToBatchLayerKernel &) = delete; |
| 43 | /** Prevent instances of this class from being copied (As this class contains pointers) */ |
| 44 | CLSpaceToBatchLayerKernel &operator=(const CLSpaceToBatchLayerKernel &) = delete; |
| 45 | /** Allow instances of this class to be moved */ |
| 46 | CLSpaceToBatchLayerKernel(CLSpaceToBatchLayerKernel &&) = default; |
| 47 | /** Allow instances of this class to be moved */ |
| 48 | CLSpaceToBatchLayerKernel &operator=(CLSpaceToBatchLayerKernel &&) = default; |
| 49 | /** Default destructor */ |
| 50 | ~CLSpaceToBatchLayerKernel() = default; |
| 51 | /** Initialise the kernel's inputs and output. |
| 52 | * |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 53 | * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. |
SiCong Li | 18bdfae | 2020-11-08 21:58:01 +0000 | [diff] [blame] | 54 | * @param[in] block_shape 1-D tensor with shape [M]. Supported M: 2. Data types supported: S32 |
| 55 | * @param[in] paddings 2-D tensor with shape [2, M] (First dimension is the fastest-changing dimension). Supported M: 2. Data types supported: S32 |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 56 | * @param[out] output Tensor output. Data types supported: same as @p input |
| 57 | */ |
| 58 | void configure(const ICLTensor *input, const ICLTensor *block_shape, const ICLTensor *paddings, ICLTensor *output); |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 59 | /** Initialise the kernel's inputs and output. |
| 60 | * |
| 61 | * @param[in] compile_context The compile context to be used. |
| 62 | * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. |
SiCong Li | 18bdfae | 2020-11-08 21:58:01 +0000 | [diff] [blame] | 63 | * @param[in] block_shape 1-D tensor with shape [M]. Supported M: 2. Data types supported: S32 |
| 64 | * @param[in] paddings 2-D tensor with shape [2, M] (First dimension is the fastest-changing dimension). Supported M: 2. Data types supported: S32 |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 65 | * @param[out] output Tensor output. Data types supported: same as @p input |
| 66 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 67 | void configure(const CLCompileContext &compile_context, |
| 68 | const ICLTensor *input, |
| 69 | const ICLTensor *block_shape, |
| 70 | const ICLTensor *paddings, |
| 71 | ICLTensor *output); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 72 | /** Initialise the kernel's input and output. (Static block shape and paddings) |
| 73 | * |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 74 | * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 75 | * @param[in] block_shape_x Block shape x value. |
| 76 | * @param[in] block_shape_y Block shape y value. |
SiCong Li | 18bdfae | 2020-11-08 21:58:01 +0000 | [diff] [blame] | 77 | * @param[in] padding_left The padding at the beginning of every dimension of the output tensor. |
| 78 | * @param[in] padding_right The padding at the end of every dimension of the output tensor. |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 79 | * @param[out] output Tensor output. Data types supported: same as @p input |
| 80 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 81 | void configure(const ICLTensor *input, |
| 82 | const int block_shape_x, |
| 83 | const int block_shape_y, |
| 84 | const Size2D &padding_left, |
| 85 | const Size2D &padding_right, |
| 86 | ICLTensor *output); |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 87 | /** Initialise the kernel's input and output. (Static block shape and paddings) |
| 88 | * |
| 89 | * @param[in] compile_context The compile context to be used. |
| 90 | * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. |
| 91 | * @param[in] block_shape_x Block shape x value. |
| 92 | * @param[in] block_shape_y Block shape y value. |
SiCong Li | 18bdfae | 2020-11-08 21:58:01 +0000 | [diff] [blame] | 93 | * @param[in] padding_left The padding at the beginning of every dimension of the output tensor. |
| 94 | * @param[in] padding_right The padding at the end of every dimension of the output tensor. |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 95 | * @param[out] output Tensor output. Data types supported: same as @p input |
| 96 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 97 | void configure(const CLCompileContext &compile_context, |
| 98 | const ICLTensor *input, |
| 99 | const int block_shape_x, |
| 100 | const int block_shape_y, |
| 101 | const Size2D &padding_left, |
| 102 | const Size2D &padding_right, |
| 103 | ICLTensor *output); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 104 | /** Static function to check if given info will lead to a valid configuration of @ref CLSpaceToBatchLayerKernel |
| 105 | * |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 106 | * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. |
SiCong Li | 18bdfae | 2020-11-08 21:58:01 +0000 | [diff] [blame] | 107 | * @param[in] block_shape 1-D tensor with shape [M]. Supported M: 2. Data types supported: S32 |
| 108 | * @param[in] paddings 2-D tensor with shape [2, M] (First dimension is the fastest-changing dimension). Supported M: 2. Data types supported: S32 |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 109 | * @param[in] output Tensor output. Data types supported: same as @p input |
| 110 | * |
| 111 | * @return a status |
| 112 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 113 | static Status validate(const ITensorInfo *input, |
| 114 | const ITensorInfo *block_shape, |
| 115 | const ITensorInfo *paddings, |
| 116 | const ITensorInfo *output); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 117 | /** Static function to check if given info will lead to a valid configuration of @ref CLSpaceToBatchLayerKernel (Static block shape and paddings) |
| 118 | * |
Manuel Bottini | 8481d83 | 2019-12-10 15:28:40 +0000 | [diff] [blame] | 119 | * @param[in] input Tensor input. Supported tensor rank: 4. Data types supported: All. |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 120 | * @param[in] block_shape_x Block shape x value. |
| 121 | * @param[in] block_shape_y Block shape y value. |
SiCong Li | 18bdfae | 2020-11-08 21:58:01 +0000 | [diff] [blame] | 122 | * @param[in] padding_left The padding at the beginning of every dimension of the output tensor. |
| 123 | * @param[in] padding_right The padding at the end of every dimension of the output tensor. |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 124 | * @param[in] output Tensor output. Data types supported: same as @p input |
| 125 | * |
| 126 | * @return a status |
| 127 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 128 | static Status validate(const ITensorInfo *input, |
| 129 | const int block_shape_x, |
| 130 | const int block_shape_y, |
| 131 | const Size2D &padding_left, |
| 132 | const Size2D &padding_right, |
| 133 | const ITensorInfo *output); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 134 | |
| 135 | // Inherited methods overridden: |
| 136 | void run(const Window &window, cl::CommandQueue &queue) override; |
| 137 | |
| 138 | private: |
| 139 | const ICLTensor *_input; /**< Source tensor */ |
SiCong Li | 18bdfae | 2020-11-08 21:58:01 +0000 | [diff] [blame] | 140 | const ICLTensor *_block_shape; /**< Block shape tensor for dynamic evaluation */ |
| 141 | const ICLTensor *_paddings; /**< Paddings tensor for dynamic evaluation */ |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 142 | ICLTensor *_output; /**< Destination tensor */ |
| 143 | }; |
| 144 | } // namespace arm_compute |
Michalis Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 145 | #endif /* ARM_COMPUTE_CLSPACETOBATCHLAYERKERNEL_H */ |