1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
|
/*
* Copyright (c) 2021 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to
* deal in the Software without restriction, including without limitation the
* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
* sell copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
#ifndef SRC_RUNTIME_CL_MLGO_COMMON_H
#define SRC_RUNTIME_CL_MLGO_COMMON_H
#include "arm_compute/core/Types.h"
#include "arm_compute/runtime/CL/CLTypes.h"
namespace arm_compute
{
namespace mlgo
{
/** Types of Heuristic (tree) */
enum class HeuristicType
{
GEMM_Type, /**< About the type of gemm */
GEMM_Config_Native, /**< About the gemm config for native kernel */
GEMM_Config_Reshaped_Only_RHS, /**< About the gemm config for reshaped only rhs kernel */
GEMM_Config_Reshaped /**< About the gemm config for reshaped kernel */
};
using GEMMType = CLGEMMKernelType;
/** GEMM Configuration for Native kernel */
struct GEMMConfigNative
{
unsigned int m0; /**< Number of rows processed by the matrix multiplication */
unsigned int n0; /**< Number of columns processed by the matrix multiplication */
unsigned int k0; /**< Number of partial accumulations performed by the matrix multiplication */
};
/** GEMM Configuration for Reshaped Only RHS kernel */
struct GEMMConfigReshapedOnlyRHS
{
unsigned int m0; /**< Number of rows processed by the matrix multiplication */
unsigned int n0; /**< Number of columns processed by the matrix multiplication */
unsigned int k0; /**< Number of partial accumulations performed by the matrix multiplication */
unsigned int h0; /**< Number of horizontal blocks of size (k0xn0) stored on the same output row */
bool interleave_rhs; /**< True if the h0 (k0xn0) blocks have to be interleaved in the output row */
bool transpose_rhs; /**< True if the (k0xn0) block has to be transposed before been stored */
bool export_cl_image; /**< True if the reshaped rhs has to be exported to cl_image. n0 must be equal to 4 */
};
/** GEMM Configuration for Reshaped kernel */
struct GEMMConfigReshaped
{
unsigned int m0; /**< Number of rows processed by the matrix multiplication */
unsigned int n0; /**< Number of columns processed by the matrix multiplication */
unsigned int k0; /**< Number of partial accumulations performed by the matrix multiplication */
unsigned int v0; /**< Number of vertical blocks of size (m0xk0) stored on the same output row */
unsigned int h0; /**< Number of horizontal blocks of size (k0xn0) stored on the same output row */
bool interleave_lhs; /**< True if the v0 (m0xk0) blocks have to be interleaved in the output row */
bool interleave_rhs; /**< True if the h0 (k0xn0) blocks have to be interleaved in the output row */
bool transpose_rhs; /**< True if the (k0xn0) block has to be transposed before been stored */
bool export_cl_image; /**< True if the reshaped rhs has to be exported to cl_image. n0 must be equal to 4 */
};
} // namespace mlgo
} // namespace arm_compute
#endif // SRC_RUNTIME_CL_MLGO_COMMON_H
|
