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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{
53 GEMMTypeResult(bool valid, CLGEMMKernelType gemm_type)
54 : valid{ valid }, gemm_type{ gemm_type }
55 {
56 }
57 /** Test if the result is valid */
58 operator bool() const
59 {
60 return valid;
61 }
62 bool valid; /** If the result is valid */
63 CLGEMMKernelType gemm_type; /** @ref CLGEMMKernelType */
64};
65
SiCong Libd8b1e22021-02-04 13:07:09 +000066/** Result of querying about GEMM config ( @ref GEMMLHSMatrixInfo and @ref GEMMRHSMatrixInfo) */
67struct GEMMConfigResult
68{
69 GEMMConfigResult(bool valid, const GEMMLHSMatrixInfo &lhs_info, const GEMMRHSMatrixInfo &rhs_info)
70 : valid{ valid }, lhs_info{ lhs_info }, rhs_info{ rhs_info }
71 {
72 }
73 /** Test if the result is valid */
74 operator bool() const
75 {
76 return valid;
77 }
78 bool valid; /** If the result is valid */
79 GEMMLHSMatrixInfo lhs_info; /** @ref GEMMLHSMatrixInfo */
80 GEMMRHSMatrixInfo rhs_info; /** @ref GEMMRHSMatrixInfo */
81};
82
SiCong Li1a28e732021-02-10 16:57:33 +000083/** Select gemm type based on mlgo heuristics
SiCong Libd8b1e22021-02-04 13:07:09 +000084 * @param query Query
85 * @param reshape_b_only_on_first_run Additional query parameter if reshape b only on first run
SiCong Li1a28e732021-02-10 16:57:33 +000086 * @return GEMMTypeResult. Result is valid if bool(GEMMTypeResult) == true and invalid otherwise
SiCong Libd8b1e22021-02-04 13:07:09 +000087 */
SiCong Li1a28e732021-02-10 16:57:33 +000088GEMMTypeResult select_mlgo_gemm_kernel(const CommonQuery &query, bool reshape_b_only_on_first_run);
89
90/** Select gemm type based on default heuristics
91 * @param query Query
92 * @param reshape_b_only_on_first_run Additional query parameter if reshape b only on first run
93 * @return GEMMTypeResult. Result is valid if bool(GEMMTypeResult) == true and invalid otherwise
94 */
95GEMMTypeResult select_default_gemm_kernel(const CommonQuery &query, bool reshape_b_only_on_first_run);
SiCong Libd8b1e22021-02-04 13:07:09 +000096
97/** Select gemm config based on mlgo heuristics
98 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +000099 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Libd8b1e22021-02-04 13:07:09 +0000100 */
101GEMMConfigResult select_mlgo_gemm_config_reshaped_only_rhs(const CommonQuery &query);
102
103/** Select gemm config based on default heuristics
104 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000105 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Libd8b1e22021-02-04 13:07:09 +0000106 */
107GEMMConfigResult select_default_gemm_config_reshaped_only_rhs(const CommonQuery &query);
SiCong Li8c23ba12021-02-08 14:19:23 +0000108
109/** Select gemm config based on mlgo heuristics
110 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000111 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Li8c23ba12021-02-08 14:19:23 +0000112 */
113GEMMConfigResult select_mlgo_gemm_config_reshaped(const CommonQuery &query);
114
115/** Select gemm config based on default heuristics
116 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000117 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Li8c23ba12021-02-08 14:19:23 +0000118 */
119GEMMConfigResult select_default_gemm_config_reshaped(const CommonQuery &query);
120
SiCong Lidb353452021-02-08 15:16:13 +0000121/** Select gemm config based on mlgo heuristics
122 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000123 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Lidb353452021-02-08 15:16:13 +0000124 */
125GEMMConfigResult select_mlgo_gemm_config_native(const CommonQuery &query);
126
127/** Select gemm config based on default heuristics
128 * @param query Query
SiCong Li1a28e732021-02-10 16:57:33 +0000129 * @return GEMMConfigResult. Result is valid if bool(GEMMConfigResult) == true and invalid otherwise
SiCong Lidb353452021-02-08 15:16:13 +0000130 */
131GEMMConfigResult select_default_gemm_config_native(const CommonQuery &query);
132
SiCong Libd8b1e22021-02-04 13:07:09 +0000133} // namespace auto_heuristics
134} // namespace cl_gemm
135} // namespace arm_compute
136
137#endif // SRC_RUNTIME_CL_GEMM_AUTO_HEURISTICS_CL_GEMM_AUTO_HEURISTICS_H