aboutsummaryrefslogtreecommitdiff
path: root/src/cpu/kernels/CpuWinogradConv2dKernel.h
blob: 8a3b745e8584b7d3ce7b732207562b1d98938755 (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
/*
 * Copyright (c) 2017-2022 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 ARM_COMPUTE_CPUWINOGRADCONV2DKERNEL_H
#define ARM_COMPUTE_CPUWINOGRADCONV2DKERNEL_H

#include "arm_compute/core/Helpers.h"
#include "arm_compute/core/ITensor.h"
#include "arm_compute/core/ITensorPack.h"
#include "arm_compute/core/Steps.h"
#include "arm_compute/core/TensorInfo.h"
#include "arm_compute/runtime/Tensor.h"

#include "src/core/NEON/kernels/assembly/winograd.hpp"
#include "src/core/NEON/kernels/convolution/common/tensor.hpp"
#include "src/cpu/ICpuKernel.h"

namespace arm_compute
{
namespace cpu
{
class CpuWinogradConv2dTransformInputKernel final : public ICpuKernel<CpuWinogradConv2dTransformInputKernel>
{
public:
    /** Prevent instances of this class from being copied (As this class contains pointers) */
    CpuWinogradConv2dTransformInputKernel(const CpuWinogradConv2dTransformInputKernel &) = delete;

    /** Prevent instances of this class from being copied (As this class contains pointers) */
    CpuWinogradConv2dTransformInputKernel &operator=(const CpuWinogradConv2dTransformInputKernel &) = delete;

    /**  Prevent instances of this class from being moved it contains references.*/
    CpuWinogradConv2dTransformInputKernel(CpuWinogradConv2dTransformInputKernel &&) = delete;

    /**  Prevent instances of this class from being moved it contains references.*/
    CpuWinogradConv2dTransformInputKernel &operator=(CpuWinogradConv2dTransformInputKernel &&) = delete;

    CpuWinogradConv2dTransformInputKernel(arm_conv::winograd::WinogradImpl &w_impl,
                                          arm_conv::ConvolutionArgs        &_c_args,
                                          uint32_t                          nthreads);

    // Inherited methods overridden:
    void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override;

    const char *name() const override
    {
        return "CpuWinogradConv2dTransformInputKernel";
    }

private:
    arm_conv::winograd::WinogradImpl &_winograd_impl;
    arm_conv::ConvolutionArgs        &_conv_args;
    uint32_t                          _nthreads;
};
class CpuWinogradConv2dTransformOutputKernel : public ICpuKernel<CpuWinogradConv2dTransformOutputKernel>
{
public:
    /** Prevent instances of this class from being copied (As this class contains pointers) */
    CpuWinogradConv2dTransformOutputKernel(const CpuWinogradConv2dTransformOutputKernel &) = delete;

    /** Prevent instances of this class from being copied (As this class contains pointers) */
    CpuWinogradConv2dTransformOutputKernel &operator=(const CpuWinogradConv2dTransformOutputKernel &) = delete;

    /**  Prevent instances of this class from being moved it contains references.*/
    CpuWinogradConv2dTransformOutputKernel(CpuWinogradConv2dTransformOutputKernel &&) = delete;

    /**  Prevent instances of this class from being moved it contains references.*/
    CpuWinogradConv2dTransformOutputKernel &operator=(CpuWinogradConv2dTransformOutputKernel &&) = delete;

    CpuWinogradConv2dTransformOutputKernel(arm_conv::winograd::WinogradImpl &w_impl,
                                           arm_conv::ConvolutionArgs        &_c_args,
                                           uint32_t                          nthreads);

    // Inherited methods overridden:
    void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override;

    const char *name() const override
    {
        return "CpuWinogradConv2dTransformOutputKernel";
    }

private:
    arm_conv::winograd::WinogradImpl &_winograd_impl;
    const arm_conv::ConvolutionArgs  &_conv_args;
    uint32_t                          _nthreads;
};

} // namespace cpu
} // namespace arm_compute
#endif /*ARM_COMPUTE_CPUWINOGRADCONV2DKERNEL_H*/