aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/arm_gemm/kernels/a64_sgemm_8x12.hpp
blob: a3daf079d9fbdcb93bc81c3e68158ce52f1bd22b (plain)
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
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
/*
 * Copyright (c) 2017-2018 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.
 */
#pragma once

#ifdef __aarch64__

#include "../std_transforms_fixed.hpp"

namespace arm_gemm {

// Actual kernel implementations
void a64_sgemm_asimd_8x12(const float *, const float *, float *, int, int, int);
void a64_sgemm_asimd_8x12_a53(const float *, const float *, float *, int, int, int);
void a64_sgemm_asimd_8x12_a55(const float *, const float *, float *, int, int, int);
void a64_sgemm_asimd_8x12_a55r1(const float *, const float *, float *, int, int, int);
void a64_sgemm_asimd_8x12_x1(const float *, const float *, float *, int, int, int);

// 8x12 SGEMM "strategy" class.
//
// This describes the characteristics of a family of kernels, in terms of
// the required interleave properties and the output block size.
//
// All kernels in the family must share these characteristics.  The actual
// kernel to be used can be chosen at runtime, based on the CPU_type
// structure.
class cls_a64_sgemm_8x12 {
public:
    typedef float operand_type;
    typedef float result_type;

    typedef void (*kern_type)(const float *, const float *, float *, int, int, int);

    /* Kernel blocking parameters */
    static unsigned int out_width() {
        return 12;
    }

    static unsigned int out_height() {
        return 8;
    }

    static unsigned int k_unroll() {
        return 1;
    }

    // Use the standard fixed size transforms.
    StdTransformsFixed<operand_type, result_type, 8, 12> transforms = {};

    static PerformanceParameters get_performance_parameters(const CPUInfo *ci) {
        switch (ci->get_cpu_model()) {
            case CPUModel::A55r1:
                return { 3.954, 1.252, 1.141 };

            case CPUModel::A53:
                return { 2.777, 0.987, 0.898 };

            case CPUModel::A73:
                return { 2.885, 1.429, 1.163 };

            default:
                return { 7.2307, 3.876, 2.932 };
        }
    }

    kern_type kernel=a64_sgemm_asimd_8x12;

    cls_a64_sgemm_8x12(const CPUInfo *ci) {
        // Select specific kernel if available
        switch(ci->get_cpu_model()) {
            case CPUModel::A53:
                kernel = a64_sgemm_asimd_8x12_a53;
                break;

            case CPUModel::A55r0:
                kernel = a64_sgemm_asimd_8x12_a55;
                break;

            case CPUModel::A55r1:
                kernel = a64_sgemm_asimd_8x12_a55r1;
                break;

            case CPUModel::X1:
                kernel = a64_sgemm_asimd_8x12_x1;
                break;

            default:
                /* Generic kernel is initialized by default. */
                break;
        }
    }
};

} // namespace arm_gemm

#endif // __aarch64__