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Michele Di Giorgiod556d7b2020-10-27 10:56:31 +00001/*
2 * Copyright (c) 2021 Arm Limited.
3 *
4 * SPDX-License-Identifier: MIT
5 *
6 * Permission is hereby granted, free of charge, to any person obtaining a copy
7 * of this software and associated documentation files (the "Software"), to
8 * deal in the Software without restriction, including without limitation the
9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10 * sell copies of the Software, and to permit persons to whom the Software is
11 * furnished to do so, subject to the following conditions:
12 *
13 * The above copyright notice and this permission notice shall be included in all
14 * copies or substantial portions of the Software.
15 *
16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22 * SOFTWARE.
23 */
24
25#pragma once
26
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000027#include "common.hpp"
Michele Di Giorgiod556d7b2020-10-27 10:56:31 +000028
29namespace arm_conv
30{
31namespace pooling
32{
33enum class PoolingType
34{
35 AVERAGE,
36 MAX,
37};
38
39enum class PoolingMethod
40{
41 DEFAULT,
42 DEPTHFIRST,
43 PLANAR,
44};
45
46struct PoolingWindow
47{
48 unsigned int rows, cols;
49};
50
51struct PoolingStride
52{
53 unsigned int rows, cols;
54};
55
Michele Di Giorgiod556d7b2020-10-27 10:56:31 +000056class IPoolingCommon
57{
58public:
59 virtual ~IPoolingCommon() = default;
60
61 // Determine the amount of working space required.
62 virtual size_t get_working_size(unsigned int num_threads) const = 0;
63
64 // Execute pooling over the specified area of memory.
65 virtual void execute(
66 const void *const input,
67 void *const output,
68 void *working_space,
69 unsigned int thread_id,
70 unsigned int num_threads) const = 0;
71
72 virtual void execute(
73 const void *const input,
74 size_t ld_input_col,
75 size_t ld_input_row,
76 size_t ld_input_batch,
77 void *const output,
78 size_t ld_output_col,
79 size_t ld_output_row,
80 size_t ld_output_batch,
81 void *working_space,
82 unsigned int thread_id,
83 unsigned int num_threads) const = 0;
84
85 virtual void execute(
86 unsigned int batches,
87 unsigned int height,
88 unsigned int width,
89 unsigned int channels,
90 const void *const input,
91 size_t ld_input_col,
92 size_t ld_input_row,
93 size_t ld_input_batch,
94 const PaddingValues &,
95 unsigned int output_height,
96 unsigned int output_width,
97 void *const output,
98 size_t ld_output_col,
99 size_t ld_output_row,
100 size_t ld_output_batch,
101 void *working_space,
102 unsigned int thread_id,
103 unsigned int num_threads) const = 0;
104};
105
106struct Nothing
107{
108};
109
110template <typename TInput, typename TOutput, class OutputStage = Nothing>
111class PoolingCommon : public IPoolingCommon
112{
113};
114
115} // namespace pooling
116} // namespace arm_conv