xref: /aosp_15_r20/external/ComputeLibrary/src/cpu/kernels/CpuWinogradConv2dKernel.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2017-2022 Arm Limited.
3*c217d954SCole Faust  *
4*c217d954SCole Faust  * SPDX-License-Identifier: MIT
5*c217d954SCole Faust  *
6*c217d954SCole Faust  * Permission is hereby granted, free of charge, to any person obtaining a copy
7*c217d954SCole Faust  * of this software and associated documentation files (the "Software"), to
8*c217d954SCole Faust  * deal in the Software without restriction, including without limitation the
9*c217d954SCole Faust  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10*c217d954SCole Faust  * sell copies of the Software, and to permit persons to whom the Software is
11*c217d954SCole Faust  * furnished to do so, subject to the following conditions:
12*c217d954SCole Faust  *
13*c217d954SCole Faust  * The above copyright notice and this permission notice shall be included in all
14*c217d954SCole Faust  * copies or substantial portions of the Software.
15*c217d954SCole Faust  *
16*c217d954SCole Faust  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17*c217d954SCole Faust  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18*c217d954SCole Faust  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19*c217d954SCole Faust  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20*c217d954SCole Faust  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21*c217d954SCole Faust  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22*c217d954SCole Faust  * SOFTWARE.
23*c217d954SCole Faust  */
24*c217d954SCole Faust #ifndef ARM_COMPUTE_CPUWINOGRADCONV2DKERNEL_H
25*c217d954SCole Faust #define ARM_COMPUTE_CPUWINOGRADCONV2DKERNEL_H
26*c217d954SCole Faust 
27*c217d954SCole Faust #include "arm_compute/core/Helpers.h"
28*c217d954SCole Faust #include "arm_compute/core/ITensor.h"
29*c217d954SCole Faust #include "arm_compute/core/ITensorPack.h"
30*c217d954SCole Faust #include "arm_compute/core/Steps.h"
31*c217d954SCole Faust #include "arm_compute/core/TensorInfo.h"
32*c217d954SCole Faust #include "arm_compute/runtime/Tensor.h"
33*c217d954SCole Faust #include "src/core/NEON/kernels/assembly/winograd.hpp"
34*c217d954SCole Faust #include "src/core/NEON/kernels/convolution/common/tensor.hpp"
35*c217d954SCole Faust #include "src/cpu/ICpuKernel.h"
36*c217d954SCole Faust 
37*c217d954SCole Faust namespace arm_compute
38*c217d954SCole Faust {
39*c217d954SCole Faust namespace cpu
40*c217d954SCole Faust {
41*c217d954SCole Faust class CpuWinogradConv2dTransformInputKernel final : public ICpuKernel<CpuWinogradConv2dTransformInputKernel>
42*c217d954SCole Faust {
43*c217d954SCole Faust public:
44*c217d954SCole Faust     /** Prevent instances of this class from being copied (As this class contains pointers) */
45*c217d954SCole Faust     CpuWinogradConv2dTransformInputKernel(const CpuWinogradConv2dTransformInputKernel &) = delete;
46*c217d954SCole Faust 
47*c217d954SCole Faust     /** Prevent instances of this class from being copied (As this class contains pointers) */
48*c217d954SCole Faust     CpuWinogradConv2dTransformInputKernel &operator=(const CpuWinogradConv2dTransformInputKernel &) = delete;
49*c217d954SCole Faust 
50*c217d954SCole Faust     /**  Prevent instances of this class from being moved it contains references.*/
51*c217d954SCole Faust     CpuWinogradConv2dTransformInputKernel(CpuWinogradConv2dTransformInputKernel &&) = delete;
52*c217d954SCole Faust 
53*c217d954SCole Faust     /**  Prevent instances of this class from being moved it contains references.*/
54*c217d954SCole Faust     CpuWinogradConv2dTransformInputKernel &operator=(CpuWinogradConv2dTransformInputKernel &&) = delete;
55*c217d954SCole Faust 
56*c217d954SCole Faust     CpuWinogradConv2dTransformInputKernel(arm_conv::winograd::WinogradImpl &w_impl, arm_conv::ConvolutionArgs &_c_args, uint32_t nthreads);
57*c217d954SCole Faust 
58*c217d954SCole Faust     // Inherited methods overridden:
59*c217d954SCole Faust     void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override;
60*c217d954SCole Faust 
name()61*c217d954SCole Faust     const char *name() const override
62*c217d954SCole Faust     {
63*c217d954SCole Faust         return "CpuWinogradConv2dTransformInputKernel";
64*c217d954SCole Faust     }
65*c217d954SCole Faust 
66*c217d954SCole Faust private:
67*c217d954SCole Faust     arm_conv::winograd::WinogradImpl &_winograd_impl;
68*c217d954SCole Faust     arm_conv::ConvolutionArgs        &_conv_args;
69*c217d954SCole Faust     uint32_t                          _nthreads;
70*c217d954SCole Faust };
71*c217d954SCole Faust class CpuWinogradConv2dTransformOutputKernel : public ICpuKernel<CpuWinogradConv2dTransformOutputKernel>
72*c217d954SCole Faust {
73*c217d954SCole Faust public:
74*c217d954SCole Faust     /** Prevent instances of this class from being copied (As this class contains pointers) */
75*c217d954SCole Faust     CpuWinogradConv2dTransformOutputKernel(const CpuWinogradConv2dTransformOutputKernel &) = delete;
76*c217d954SCole Faust 
77*c217d954SCole Faust     /** Prevent instances of this class from being copied (As this class contains pointers) */
78*c217d954SCole Faust     CpuWinogradConv2dTransformOutputKernel &operator=(const CpuWinogradConv2dTransformOutputKernel &) = delete;
79*c217d954SCole Faust 
80*c217d954SCole Faust     /**  Prevent instances of this class from being moved it contains references.*/
81*c217d954SCole Faust     CpuWinogradConv2dTransformOutputKernel(CpuWinogradConv2dTransformOutputKernel &&) = delete;
82*c217d954SCole Faust 
83*c217d954SCole Faust     /**  Prevent instances of this class from being moved it contains references.*/
84*c217d954SCole Faust     CpuWinogradConv2dTransformOutputKernel &operator=(CpuWinogradConv2dTransformOutputKernel &&) = delete;
85*c217d954SCole Faust 
86*c217d954SCole Faust     CpuWinogradConv2dTransformOutputKernel(arm_conv::winograd::WinogradImpl &w_impl, arm_conv::ConvolutionArgs &_c_args, uint32_t nthreads);
87*c217d954SCole Faust 
88*c217d954SCole Faust     // Inherited methods overridden:
89*c217d954SCole Faust     void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override;
90*c217d954SCole Faust 
name()91*c217d954SCole Faust     const char *name() const override
92*c217d954SCole Faust     {
93*c217d954SCole Faust         return "CpuWinogradConv2dTransformOutputKernel";
94*c217d954SCole Faust     }
95*c217d954SCole Faust 
96*c217d954SCole Faust private:
97*c217d954SCole Faust     arm_conv::winograd::WinogradImpl &_winograd_impl;
98*c217d954SCole Faust     const arm_conv::ConvolutionArgs &_conv_args;
99*c217d954SCole Faust     uint32_t                          _nthreads;
100*c217d954SCole Faust };
101*c217d954SCole Faust 
102*c217d954SCole Faust } // namespace cpu
103*c217d954SCole Faust } // namespace arm_compute
104*c217d954SCole Faust #endif /*ARM_COMPUTE_CPUWINOGRADCONV2DKERNEL_H*/
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