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
117
118
119
|
/*
* 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 ARM_COMPUTE_CPU_POOL2D_ASSEMBLY_WRAPPER_KERNEL_H
#define ARM_COMPUTE_CPU_POOL2D_ASSEMBLY_WRAPPER_KERNEL_H
#include "arm_compute/core/Types.h"
#include "src/core/NEON/kernels/assembly/pooling.hpp"
#include "src/core/common/Macros.h"
#include "src/core/cpu/ICpuKernel.h"
#include "pool_common.hpp"
namespace arm_compute
{
namespace cpu
{
namespace kernels
{
/** This class is a wrapper for the assembly kernels.
*
* Some kernels were written in assembly and highly optimised for specific
* CPUs like A53 or A55. The arm compute library creates an instance of
* CpuPool2dAssemblyWrapperKernel and other auxiliary data structures to
* execute a single assembly kernel in the context of an NEFunction.
*
*/
class CpuPool2dAssemblyWrapperKernel final : public ICpuKernel
{
public:
/** Constructor
*/
CpuPool2dAssemblyWrapperKernel() = default;
ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuPool2dAssemblyWrapperKernel);
const char *name() const override
{
return "CpuPool2dAssemblyWrapperKernel";
}
/** Initialise the kernel's src and dst.
*
* @param[in] src Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
* @param[out] dst Destination tensor info to store the result of pooling. Data types supported: same as @p src.
* @param[in] info Pooling meta-data.
* @param[in] cpu_info CPU information needed to select the most appropriate kernel.
*/
void configure(const ITensorInfo *src, ITensorInfo *dst, const PoolingLayerInfo &info, const CPUInfo &cpu_info);
/** Static function to check if given info will lead to a valid configuration
*
* Similar to CpuPool2dAssemblyWrapperKernel::configure()
*
* @return a status
*/
static Status validate(const ITensorInfo *src, const ITensorInfo *dst, const PoolingLayerInfo &info);
// Inherited methods overridden:
void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override;
/** Get size of the workspace needed by the assembly kernel.
*
* @param[in] num_threads Maximum number of threads that are going to be spawned.
*
* @return size of workspace
*/
size_t get_working_size(unsigned int num_threads) const;
/** Was the asm kernel successfully configured?
*
* @return True if the asm kernel is configured and ready to run
*/
bool is_configured() const;
private:
/** Helper function to create the assembly kernel.
*
* @param[in] src Source tensor info.
* @param[in] dst Destination tensor info.
* @param[in] info Pooling layer meta-data.
*/
template <typename Typesrc, typename Typedst>
void create_arm_pooling(const ITensorInfo *src, ITensorInfo *dst, const PoolingLayerInfo &info, const CPUInfo &cpu_info);
/** Helper function to create the assembly kernel with requantization support
*
* @param[in] src Source tensor info.
* @param[in] dst Destination tensor info.
* @param[in] info Pooling layer meta-data.
*/
template <typename Typesrc, typename Typedst>
void create_arm_pooling_requant(const ITensorInfo *src, ITensorInfo *dst, const PoolingLayerInfo &info, const CPUInfo &cpu_info);
std::unique_ptr<arm_conv::pooling::IPoolingCommon> _kernel_asm{ nullptr };
};
} // namespace kernels
} // namespace cpu
} // namespace arm_compute
#endif /* ARM_COMPUTE_CPU_POOL2D_ASSEMBLY_WRAPPER_KERNEL_H */
|
