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SiCong Libd8b1e22021-02-04 13:07:09 +00001/*
2 * Copyright (c) 2021 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 SRC_RUNTIME_CL_GEMM_AUTO_HEURISTICS_CL_GEMM_AUTO_HEURISTICS_H
25#define SRC_RUNTIME_CL_GEMM_AUTO_HEURISTICS_CL_GEMM_AUTO_HEURISTICS_H
26
27#include "arm_compute/core/GPUTarget.h"
28#include "arm_compute/core/Types.h"
29#include "arm_compute/runtime/CL/CLTypes.h"
30
31namespace arm_compute
32{
33namespace cl_gemm
34{
35namespace auto_heuristics
36{
37/** A collection of adaptor functions that enable the auto selection between mlgo-based heuristics and default heuristics */
38
39/** Common query */
40struct CommonQuery
41{
42 GPUTarget gpu_target; /**< Which @ref GPUTarget to query about */
43 DataType data_type; /**< Data type */
44 unsigned int m; /**< Number of rows for the lhs matrix. Lhs matrix NOT transposed */
45 unsigned int n; /**< Number of columns for the rhs matrix. Rhs matrix NOT transposed */
46 unsigned int k; /**< Number of rows for the rhs matrix. Rhs matrix NOT transposed */
47 unsigned int b; /**< Batch size */
48};
49
SiCong Li1a28e732021-02-10 16:57:33 +000050/** Result of querying about GEMM type ( @ref CLGEMMKernelType) */
51struct GEMMTypeResult
52{
Felix Thomasmathibalanafd38f02023-09-27 17:46:17 +010053 GEMMTypeResult(bool valid, CLGEMMKernelType gemm_type) : valid{valid}, gemm_type{gemm_type}
SiCong Li1a28e732021-02-10 16:57:33 +000054 {
55 }
56 /** Test if the result is valid */
57 operator bool() const
58 {
59 return valid;
60 }
61 bool valid; /** If the result is valid */
62 CLGEMMKernelType gemm_type; /** @ref CLGEMMKernelType */
63};
64
SiCong Libd8b1e22021-02-04 13:07:09 +000065/** Result of querying about GEMM config ( @ref GEMMLHSMatrixInfo and @ref GEMMRHSMatrixInfo) */
66struct GEMMConfigResult
67{
68 GEMMConfigResult(bool valid, const GEMMLHSMatrixInfo &lhs_info, const GEMMRHSMatrixInfo &rhs_info)
Felix Thomasmathibalanafd38f02023-09-27 17:46:17 +010069 : valid{valid}, lhs_info{lhs_info}, rhs_info{rhs_info}
SiCong Libd8b1e22021-02-04 13:07:09 +000070 {
71 }
72 /** Test if the result is valid */
73 operator bool() const
74 {
75 return valid;
76 }
77 bool valid; /** If the result is valid */
78 GEMMLHSMatrixInfo lhs_info; /** @ref GEMMLHSMatrixInfo */
79 GEMMRHSMatrixInfo rhs_info; /** @ref GEMMRHSMatrixInfo */
80};
81
SiCong Li1a28e732021-02-10 16:57:33 +000082/** Select gemm type based on mlgo heuristics
SiCong Libd8b1e22021-02-04 13:07:09 +000083 * @param query Query
84 * @param reshape_b_only_on_first_run Additional query parameter if reshape b only on first run
SiCong Li1a28e732021-02-10 16:57:33 +000085 * @return GEMMTypeResult. Result is valid if bool(GEMMTypeResult) == true and invalid otherwise
SiCong Libd8b1e22021-02-04 13:07:09 +000086 */
SiCong Li1a28e732021-02-10 16:57:33 +000087GEMMTypeResult select_mlgo_gemm_kernel(const CommonQuery &query, bool reshape_b_only_on_first_run);
88
89/** Select gemm type based on default heuristics
90 * @param query Query
91 * @param reshape_b_only_on_first_run Additional query parameter if reshape b only on first run
92 * @return GEMMTypeResult. Result is valid if bool(GEMMTypeResult) == true and invalid otherwise
93 */
94GEMMTypeResult select_default_gemm_kernel(const CommonQuery &query, bool reshape_b_only_on_first_run);
SiCong Libd8b1e22021-02-04 13:07:09 +000095
96/** Select gemm config based on mlgo heuristics
97 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +000098 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Libd8b1e22021-02-04 13:07:09 +000099 */
100GEMMConfigResult select_mlgo_gemm_config_reshaped_only_rhs(const CommonQuery &query);
101
102/** Select gemm config based on default heuristics
103 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000104 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Libd8b1e22021-02-04 13:07:09 +0000105 */
106GEMMConfigResult select_default_gemm_config_reshaped_only_rhs(const CommonQuery &query);
SiCong Li8c23ba12021-02-08 14:19:23 +0000107
108/** Select gemm config based on mlgo heuristics
109 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000110 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Li8c23ba12021-02-08 14:19:23 +0000111 */
112GEMMConfigResult select_mlgo_gemm_config_reshaped(const CommonQuery &query);
113
114/** Select gemm config based on default heuristics
115 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000116 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Li8c23ba12021-02-08 14:19:23 +0000117 */
118GEMMConfigResult select_default_gemm_config_reshaped(const CommonQuery &query);
119
SiCong Lidb353452021-02-08 15:16:13 +0000120/** Select gemm config based on mlgo heuristics
121 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000122 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Lidb353452021-02-08 15:16:13 +0000123 */
124GEMMConfigResult select_mlgo_gemm_config_native(const CommonQuery &query);
125
126/** Select gemm config based on default heuristics
127 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000128 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Lidb353452021-02-08 15:16:13 +0000129 */
130GEMMConfigResult select_default_gemm_config_native(const CommonQuery &query);
131
SiCong Libd8b1e22021-02-04 13:07:09 +0000132} // namespace auto_heuristics
133} // namespace cl_gemm
134} // namespace arm_compute
135
Felix Thomasmathibalanafd38f02023-09-27 17:46:17 +0100136#endif // SRC_RUNTIME_CL_GEMM_AUTO_HEURISTICS_CL_GEMM_AUTO_HEURISTICS_H