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Freddie Liardete572dff2022-05-16 14:09:10 +01001/*
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_GEMMLOWP_MATRIXMULTIPLY_RESHAPED_ONLY_RHS_MMUL_KERNEL_H
25#define ARM_COMPUTE_CL_GEMMLOWP_MATRIXMULTIPLY_RESHAPED_ONLY_RHS_MMUL_KERNEL_H
26
27#include "arm_compute/core/KernelDescriptors.h"
Felix Thomasmathibalanafd38f02023-09-27 17:46:17 +010028
Freddie Liardete572dff2022-05-16 14:09:10 +010029#include "src/core/common/Macros.h"
30#include "src/gpu/cl/IClKernel.h"
31
32namespace arm_compute
33{
34namespace opencl
35{
36namespace kernels
37{
38/** OpenCL kernel to multiply matrices with QASYMM8/QASYMM8_SIGNED data types when only the input matrix RHS (src1) has been reshaped using the MMUL instruction
39 *
40 * @note The input matrix src1 must be reshaped through @ref opencl::kernels::ClGemmReshapeRhsMatrixKernel
41 * @note For fused output stage, only GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT type is supported
42 */
43class ClGemmLowpMatrixMultiplyReshapedOnlyRhsMMULKernel : public IClKernel
44{
45public:
46 ClGemmLowpMatrixMultiplyReshapedOnlyRhsMMULKernel();
47 ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClGemmLowpMatrixMultiplyReshapedOnlyRhsMMULKernel);
48 /** Initialise the kernel's source and destination.
49 *
50 * @param[in] compile_context The compile context to be used.
51 * @param[in] src0 Input tensor containing the LHS matrix. Data type supported: QASYMM8/QASYMM8_SIGNED
52 * @param[in] src1 Input tensor containing the RHS reshaped matrix. Data type supported: same as @p src0
53 * @param[out] dst Destination tensor. Data type supported: QASYMM8/QASYMM8_SIGNED/S32.
54 * @param[in] gemm_info GEMM information used to retrieve the original dimensions of the input matrices, output stage information and RHS/LHS info.
55 * lhs_info.m0: 1,2,4
56 * Only the following values are supported for RHS info:
57 * rhs_info.n0: 1,4,8
58 * rhs_info.k0: same as lhs_info.k0: 4
59 * rhs_info.transpose: true
60 * @param[in] vector_sum_col (Optional) Input row-vector of sums of all the entries in each column of matrix B.
61 * Note: vector_sum_col can be a nullptr in case a_offset = 0. Data type supported: S32
62 * @param[in] vector_sum_row (Optional) Input row-vector of sums of all the entries in each row of matrix A.
63 * Note: vector_sum_row can be a nullptr in case b_offset = 0. Data type supported: S32
64 * @param[in] bias (Optional) Biases tensor. Can be a nullptr if the addition of biases is not required.
65 * Biases are 1D tensor with dimensions [OFM] or same dimensionality as dst if gemm_info.broadcast_bias is false. Data type supported: S32.
66 * @param[in] output_multipliers (Optional) Output multipliers tensor. Supported data types: S32.
67 * @param[in] output_shifts (Optional) Output shifts tensor. Supported data types: S32.
68 */
Felix Thomasmathibalanafd38f02023-09-27 17:46:17 +010069 void configure(const CLCompileContext &compile_context,
70 const ITensorInfo *src0,
71 const ITensorInfo *src1,
72 ITensorInfo *dst,
73 const GEMMKernelInfo &gemm_info,
74 ITensorInfo *vector_sum_col = nullptr,
75 const ITensorInfo *vector_sum_row = nullptr,
76 ITensorInfo *bias = nullptr,
77 ITensorInfo *output_multipliers = nullptr,
78 ITensorInfo *output_shifts = nullptr);
Freddie Liardete572dff2022-05-16 14:09:10 +010079 /** Static function to check if given info will lead to a valid configuration
80 *
81 * Similar to @ref ClGemmLowpMatrixMultiplyReshapedOnlyRhsMMULKernel::configure()
82 *
83 * @return a status
84 */
Felix Thomasmathibalanafd38f02023-09-27 17:46:17 +010085 static Status validate(const ITensorInfo *src0,
86 const ITensorInfo *src1,
87 const ITensorInfo *dst,
88 const GEMMKernelInfo &gemm_info,
89 const ITensorInfo *vector_sum_col = nullptr,
90 const ITensorInfo *vector_sum_row = nullptr,
91 const ITensorInfo *bias = nullptr,
92 const ITensorInfo *output_multipliers = nullptr,
93 const ITensorInfo *output_shifts = nullptr);
Freddie Liardete572dff2022-05-16 14:09:10 +010094
95 // Inherited methods overridden:
96 void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override;
97
98private:
Felix Thomasmathibalanafd38f02023-09-27 17:46:17 +010099 bool _fuse_output_stage{false};
100 signed int _m{1};
101 signed int _n{1};
102 signed int _k{1};
Freddie Liardete572dff2022-05-16 14:09:10 +0100103};
104} // namespace kernels
105} // namespace opencl
106} // namespace arm_compute
Felix Thomasmathibalanafd38f02023-09-27 17:46:17 +0100107#endif /* ARM_COMPUTE_CL_GEMMLOWP_MATRIXMULTIPLY_RESHAPED_ONLY_RHS_MMULKERNEL_H */