Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 1 | /* |
Georgios Pinitas | 856f66e | 2021-04-22 21:13:21 +0100 | [diff] [blame] | 2 | * Copyright (c) 2019-2021 Arm Limited. |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [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_CLGEMMLOWPMATRIXMULTIPLYRESHAPEDKERNEL_H |
| 25 | #define ARM_COMPUTE_CLGEMMLOWPMATRIXMULTIPLYRESHAPEDKERNEL_H |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 26 | |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 27 | #include "src/core/CL/ICLKernel.h" |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 28 | |
| 29 | namespace arm_compute |
| 30 | { |
| 31 | class ICLTensor; |
| 32 | |
| 33 | /** OpenCL kernel to multiply matrices when both the input matrices LHS (input0) and RHS (input1) have been reshaped |
| 34 | * |
Georgios Pinitas | 856f66e | 2021-04-22 21:13:21 +0100 | [diff] [blame] | 35 | * @note The input matrices @p input0 and @p input1 must be reshaped through: |
| 36 | * - @ref opencl::kernels::ClGemmReshapeLhsMatrixKernel |
| 37 | * - @ref opencl::kernels::ClGemmReshapeRhsMatrixKernel |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 38 | */ |
| 39 | class CLGEMMLowpMatrixMultiplyReshapedKernel : public ICLKernel |
| 40 | { |
| 41 | public: |
| 42 | /** Default Constructor */ |
| 43 | CLGEMMLowpMatrixMultiplyReshapedKernel(); |
| 44 | /** Prevent instances of this class from being copied (As this class contains pointers) */ |
| 45 | CLGEMMLowpMatrixMultiplyReshapedKernel(const CLGEMMLowpMatrixMultiplyReshapedKernel &) = delete; |
| 46 | /** Prevent instances of this class from being copied (As this class contains pointers) */ |
| 47 | CLGEMMLowpMatrixMultiplyReshapedKernel &operator=(const CLGEMMLowpMatrixMultiplyReshapedKernel &) = delete; |
| 48 | /** Allow instances of this class to be moved */ |
| 49 | CLGEMMLowpMatrixMultiplyReshapedKernel(CLGEMMLowpMatrixMultiplyReshapedKernel &&) = default; |
| 50 | /** Allow instances of this class to be moved */ |
| 51 | CLGEMMLowpMatrixMultiplyReshapedKernel &operator=(CLGEMMLowpMatrixMultiplyReshapedKernel &&) = default; |
| 52 | /** Initialise the kernel's input and output. |
| 53 | * |
Sheri Zhang | 28287af | 2020-02-25 14:13:54 +0000 | [diff] [blame] | 54 | * @param[in] input0 Input tensor containing the LHS reshaped matrix. Data type supported: QASYMM8/QASYMM8_SIGNED. The number of dimensions for the LHS matrix must be less or equal than 4. |
Manuel Bottini | 2d2551e | 2019-03-27 17:31:27 +0000 | [diff] [blame] | 55 | * @param[in] input1 Input tensor containing the RHS reshaped matrix. Data type supported: same as @p input0. The number of dimensions for the RHS matrix must be less or equal than 3. |
Sheri Zhang | 28287af | 2020-02-25 14:13:54 +0000 | [diff] [blame] | 56 | * @param[out] output Output tensor to store the result of matrix multiplication. Data type supported: S32 |
Manuel Bottini | 2d2551e | 2019-03-27 17:31:27 +0000 | [diff] [blame] | 57 | * @param[in] lhs_info LHS matrix information used for reshaping the input0 tensor. Only the following values are supported: |
| 58 | * lhs_info.m0: 2,3,4,5,6,7,8 |
| 59 | * lhs_info.k0: 2,3,4,8,16 |
| 60 | * lhs_info.transpose: false |
| 61 | * @param[in] rhs_info RHS matrix information used for reshaping the input1 tensor. Only the following values are supported: |
| 62 | * rhs_info.n0: 2,3,4,8,16 |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 63 | * rhs_info.k0: same as lhs_info.k0 |
Manuel Bottini | 2d2551e | 2019-03-27 17:31:27 +0000 | [diff] [blame] | 64 | * rhs_info.transpose: true |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 65 | * @param[in] gemm_info GEMM information used to retrieve the original dimensions of the input matrices |
Manuel Bottini | 2d2551e | 2019-03-27 17:31:27 +0000 | [diff] [blame] | 66 | * |
| 67 | * @note lhs_info.k0 must be equal to rhs_info.k0 |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 68 | */ |
| 69 | void configure(const ICLTensor *input0, const ICLTensor *input1, ICLTensor *output, const GEMMLHSMatrixInfo &lhs_info, const GEMMRHSMatrixInfo &rhs_info, const GEMMReshapeInfo &gemm_info); |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 70 | /** Initialise the kernel's input and output. |
| 71 | * |
| 72 | * @param[in] compile_context The compile context to be used. |
| 73 | * @param[in] input0 Input tensor containing the LHS reshaped matrix. Data type supported: QASYMM8/QASYMM8_SIGNED. The number of dimensions for the LHS matrix must be less or equal than 4. |
| 74 | * @param[in] input1 Input tensor containing the RHS reshaped matrix. Data type supported: same as @p input0. The number of dimensions for the RHS matrix must be less or equal than 3. |
| 75 | * @param[out] output Output tensor to store the result of matrix multiplication. Data type supported: S32 |
| 76 | * @param[in] lhs_info LHS matrix information used for reshaping the input0 tensor. Only the following values are supported: |
| 77 | * lhs_info.m0: 2,3,4,5,6,7,8 |
| 78 | * lhs_info.k0: 2,3,4,8,16 |
| 79 | * lhs_info.transpose: false |
| 80 | * @param[in] rhs_info RHS matrix information used for reshaping the input1 tensor. Only the following values are supported: |
| 81 | * rhs_info.n0: 2,3,4,8,16 |
| 82 | * rhs_info.k0: same as lhs_info.k0 |
| 83 | * rhs_info.transpose: true |
| 84 | * @param[in] gemm_info GEMM information used to retrieve the original dimensions of the input matrices |
| 85 | * |
| 86 | * @note lhs_info.k0 must be equal to rhs_info.k0 |
| 87 | */ |
Manuel Bottini | 679fc96 | 2020-04-21 16:08:53 +0100 | [diff] [blame] | 88 | void configure(const CLCompileContext &compile_context, const ICLTensor *input0, const ICLTensor *input1, ICLTensor *output, const GEMMLHSMatrixInfo &lhs_info, const GEMMRHSMatrixInfo &rhs_info, |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 89 | const GEMMReshapeInfo &gemm_info); |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 90 | /** Static function to check if given info will lead to a valid configuration of @ref CLGEMMLowpMatrixMultiplyReshapedKernel |
| 91 | * |
Sheri Zhang | 28287af | 2020-02-25 14:13:54 +0000 | [diff] [blame] | 92 | * @param[in] input0 Input tensor info containing the LHS reshaped matrix. Data type supported: QASYMM8/QASYMM8_SIGNED. The number of dimensions for the LHS matrix must be less or equal than 4. |
Manuel Bottini | 2d2551e | 2019-03-27 17:31:27 +0000 | [diff] [blame] | 93 | * @param[in] input1 Input tensor info containing the RHS reshaped matrix. Data type supported: same as @p input0. The number of dimensions for the RHS matrix must be less or equal than 3. |
Sheri Zhang | 28287af | 2020-02-25 14:13:54 +0000 | [diff] [blame] | 94 | * @param[in] output Output tensor info. Data type supported: S32 |
Manuel Bottini | 2d2551e | 2019-03-27 17:31:27 +0000 | [diff] [blame] | 95 | * @param[in] lhs_info LHS matrix information used for reshaping the input0 tensor. Only the following values are supported: |
| 96 | * lhs_info.m0: 2,3,4,5,6,7,8 |
| 97 | * lhs_info.k0: 2,3,4,8,16 |
| 98 | * lhs_info.transpose: false |
| 99 | * @param[in] rhs_info RHS matrix information used for reshaping the input1 tensor. Only the following values are supported: |
| 100 | * rhs_info.n0: 2,3,4,8,16 |
| 101 | * rhs_info.k0: 2,3,4,8,16 |
| 102 | * rhs_info.transpose: true |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 103 | * @param[in] gemm_info GEMM information used to retrieve the original dimensions of the input matrices |
| 104 | * |
Manuel Bottini | 2d2551e | 2019-03-27 17:31:27 +0000 | [diff] [blame] | 105 | * @note lhs_info.k0 must be equal to rhs_info.k0 |
| 106 | * |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 107 | * @return a status |
| 108 | */ |
| 109 | static Status validate(const ITensorInfo *input0, const ITensorInfo *input1, const ITensorInfo *output, const GEMMLHSMatrixInfo &lhs_info, const GEMMRHSMatrixInfo &rhs_info, |
| 110 | const GEMMReshapeInfo &gemm_info); |
| 111 | |
| 112 | // Inherited methods overridden: |
| 113 | void run(const Window &window, cl::CommandQueue &queue) override; |
| 114 | |
| 115 | private: |
| 116 | const ICLTensor *_input0; |
| 117 | const ICLTensor *_input1; |
| 118 | ICLTensor *_output; |
| 119 | bool _slide_matrix_b; |
| 120 | bool _reinterpret_output_as_3d; |
| 121 | unsigned int _k; |
Gian Marco Iodice | b0c5037 | 2019-03-15 10:13:05 +0000 | [diff] [blame] | 122 | bool _use_dummy_work_items; |
Gian Marco Iodice | db63b9c | 2019-01-17 09:47:04 +0000 | [diff] [blame] | 123 | }; |
| 124 | } // namespace arm_compute |
Michalis Spyrou | f464337 | 2019-11-29 16:17:13 +0000 | [diff] [blame] | 125 | #endif /*ARM_COMPUTE_CLGEMMLOWPMATRIXMULTIPLYRESHAPEDKERNEL_H*/ |