Gunes Bayir | 4bfc70e | 2021-12-10 16:17:56 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2022 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 | #ifndef ARM_COMPUTE_CL_GEMM_MATRIXMULTIPLY_RESHAPED_ONLY_RHS_MMUL_KERNEL_H |
| 25 | #define ARM_COMPUTE_CL_GEMM_MATRIXMULTIPLY_RESHAPED_ONLY_RHS_MMUL_KERNEL_H |
| 26 | |
| 27 | #include "arm_compute/core/KernelDescriptors.h" |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 28 | |
Gunes Bayir | 4bfc70e | 2021-12-10 16:17:56 +0000 | [diff] [blame] | 29 | #include "src/core/common/Macros.h" |
| 30 | #include "src/gpu/cl/ClCompileContext.h" |
| 31 | #include "src/gpu/cl/IClKernel.h" |
| 32 | |
| 33 | namespace arm_compute |
| 34 | { |
| 35 | namespace opencl |
| 36 | { |
| 37 | namespace kernels |
| 38 | { |
| 39 | /** OpenCL kernel to multiply matrices using MMUL when only the input matrix RHS (src1) has been reshaped */ |
| 40 | class ClGemmMatrixMultiplyReshapedOnlyRhsMMULKernel : public IClKernel |
| 41 | { |
| 42 | public: |
| 43 | ClGemmMatrixMultiplyReshapedOnlyRhsMMULKernel(); |
| 44 | ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClGemmMatrixMultiplyReshapedOnlyRhsMMULKernel); |
| 45 | /** Initialize the kernel's input and dst. |
| 46 | * |
| 47 | * @param[in] compile_context The compile context to be used. |
| 48 | * @param[in] src0 Input tensor for the LHS matrix. Data type supported: F16/F32. |
| 49 | * @param[in] src1 Input tensor containing the RHS reshaped matrix. Data type supported: same as @p src0. |
| 50 | * @param[in] src2 Input tensor containing the bias matrix. Data type supported: same as @p src0. |
| 51 | * @param[out] dst dst tensor info. Data type supported: same as @p src0 |
| 52 | * @param[in] alpha Weight of the matrix product |
| 53 | * @param[in] beta Weight of the matrix bias |
| 54 | * @param[in] lhs_info LHS matrix information used to retrieve the number of rows and accumulations to be processed by each thread. Only the following values are supported: |
| 55 | * lhs_info.m0 > 0 |
| 56 | * lhs_info.k0: 1 |
| 57 | * @param[in] rhs_info RHS matrix information used to retrieve the number of columns and accumulations to be processed by each thread. Only the following values are supported: |
| 58 | * rhs_info.n0: 1,2,3,4,8,16 |
| 59 | * rhs_info.k0: same of lhs_info.k0 |
| 60 | * rhs_info.transpose: false |
| 61 | * @param[in] gemm_info GEMM information used to retrieve the original dimensions of the input matrices |
| 62 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 63 | void configure(const ClCompileContext &compile_context, |
| 64 | ITensorInfo *src0, |
| 65 | ITensorInfo *src1, |
| 66 | ITensorInfo *src2, |
| 67 | ITensorInfo *dst, |
| 68 | float alpha, |
| 69 | float beta, |
Gunes Bayir | 4bfc70e | 2021-12-10 16:17:56 +0000 | [diff] [blame] | 70 | const GEMMLHSMatrixInfo &lhs_info, |
| 71 | const GEMMRHSMatrixInfo &rhs_info, |
| 72 | const GEMMKernelInfo &gemm_info); |
| 73 | /** Static function to check if given info will lead to a valid configuration |
| 74 | * |
| 75 | * Similar to @ref ClGemmMatrixMultiplyReshapedOnlyRhsMMULKernel::configure() |
| 76 | * |
| 77 | * @return a status |
| 78 | */ |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 79 | static Status validate(const ITensorInfo *src0, |
| 80 | const ITensorInfo *src1, |
| 81 | const ITensorInfo *src2, |
| 82 | const ITensorInfo *dst, |
| 83 | float alpha, |
| 84 | float beta, |
| 85 | const GEMMLHSMatrixInfo &lhs_info, |
Gunes Bayir | 4bfc70e | 2021-12-10 16:17:56 +0000 | [diff] [blame] | 86 | const GEMMRHSMatrixInfo &rhs_info, |
| 87 | const GEMMKernelInfo &gemm_info); |
| 88 | |
| 89 | // Inherited methods overridden: |
| 90 | void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; |
| 91 | |
| 92 | private: |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 93 | bool _add_bias{false}; |
| 94 | bool _export_to_cl_image{false}; |
| 95 | signed int _m{1}; |
| 96 | signed int _n{1}; |
| 97 | signed int _k{1}; |
Gunes Bayir | 4bfc70e | 2021-12-10 16:17:56 +0000 | [diff] [blame] | 98 | }; |
| 99 | } // namespace kernels |
| 100 | } // namespace opencl |
| 101 | } // namespace arm_compute |
| 102 | #endif /* ARM_COMPUTE_CL_GEMM_MATRIXMULTIPLY_RESHAPED_ONLY_RHS_MMUL_KERNEL_H */ |