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Gunes Bayir4bfc70e2021-12-10 16:17:56 +00001/*
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 Thomasmathibalanafd38f02023-09-27 17:46:17 +010028
Gunes Bayir4bfc70e2021-12-10 16:17:56 +000029#include "src/core/common/Macros.h"
30#include "src/gpu/cl/ClCompileContext.h"
31#include "src/gpu/cl/IClKernel.h"
32
33namespace arm_compute
34{
35namespace opencl
36{
37namespace kernels
38{
39/** OpenCL kernel to multiply matrices using MMUL when only the input matrix RHS (src1) has been reshaped */
40class ClGemmMatrixMultiplyReshapedOnlyRhsMMULKernel : public IClKernel
41{
42public:
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 Thomasmathibalanafd38f02023-09-27 17:46:17 +010063 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 Bayir4bfc70e2021-12-10 16:17:56 +000070 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 Thomasmathibalanafd38f02023-09-27 17:46:17 +010079 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 Bayir4bfc70e2021-12-10 16:17:56 +000086 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
92private:
Felix Thomasmathibalanafd38f02023-09-27 17:46:17 +010093 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 Bayir4bfc70e2021-12-10 16:17:56 +000098};
99} // namespace kernels
100} // namespace opencl
101} // namespace arm_compute
102#endif /* ARM_COMPUTE_CL_GEMM_MATRIXMULTIPLY_RESHAPED_ONLY_RHS_MMUL_KERNEL_H */