blob: 23efcf05eb3639cedacc1b4672e8ebc2aa39906a [file] [log] [blame]
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +00001/*
Michalis Spyrou80943252019-01-10 17:19:50 +00002 * Copyright (c) 2018-2019 ARM Limited.
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +00003 *
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#ifndef ARM_COMPUTE_TEST_WINOGRAD_INPUT_TRANSFORM_DATASET
25#define ARM_COMPUTE_TEST_WINOGRAD_INPUT_TRANSFORM_DATASET
26
27#include "utils/TypePrinter.h"
28
29#include "arm_compute/core/Types.h"
30
31namespace arm_compute
32{
33namespace test
34{
35namespace datasets
36{
37class WinogradInputTransformDataset
38{
39public:
Gian Marco Iodice247f52c2018-03-22 11:24:56 +000040 using type = std::tuple<TensorShape, WinogradInfo>;
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000041
42 struct iterator
43 {
Gian Marco Iodice247f52c2018-03-22 11:24:56 +000044 iterator(std::vector<TensorShape>::const_iterator in_it, std::vector<WinogradInfo>::const_iterator info_it)
45 : _in_it{ std::move(in_it) }, _info_it{ std::move(info_it) }
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000046 {
47 }
48
49 std::string description() const
50 {
51 std::stringstream description;
52 description << "In=" << *_in_it << ":";
Gian Marco Iodice247f52c2018-03-22 11:24:56 +000053 description << "WinogradInfo=" << *_info_it;
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000054 return description.str();
55 }
56
57 WinogradInputTransformDataset::type operator*() const
58 {
Gian Marco Iodice247f52c2018-03-22 11:24:56 +000059 return std::make_tuple(*_in_it, *_info_it);
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000060 }
61
62 iterator &operator++()
63 {
64 ++_in_it;
65 ++_info_it;
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000066
67 return *this;
68 }
69
70 private:
Gian Marco Iodice247f52c2018-03-22 11:24:56 +000071 std::vector<TensorShape>::const_iterator _in_it;
72 std::vector<WinogradInfo>::const_iterator _info_it;
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000073 };
74
75 iterator begin() const
76 {
Gian Marco Iodice247f52c2018-03-22 11:24:56 +000077 return iterator(_in_shapes.begin(), _infos.begin());
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000078 }
79
80 int size() const
81 {
Gian Marco Iodice247f52c2018-03-22 11:24:56 +000082 return std::min(_in_shapes.size(), _infos.size());
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000083 }
84
Gian Marco Iodice247f52c2018-03-22 11:24:56 +000085 void add_config(TensorShape in, WinogradInfo info)
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000086 {
87 _in_shapes.emplace_back(std::move(in));
88 _infos.emplace_back(std::move(info));
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000089 }
90
91protected:
92 WinogradInputTransformDataset() = default;
93 WinogradInputTransformDataset(WinogradInputTransformDataset &&) = default;
94
95private:
Gian Marco Iodice247f52c2018-03-22 11:24:56 +000096 std::vector<TensorShape> _in_shapes{};
97 std::vector<WinogradInfo> _infos{};
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +000098};
99
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100100class SmallWinogradInputTransformDataset2x2_3x3 final : public WinogradInputTransformDataset
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +0000101{
102public:
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100103 SmallWinogradInputTransformDataset2x2_3x3()
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +0000104 {
Gian Marco Iodice247f52c2018-03-22 11:24:56 +0000105 add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
106 add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodice247f52c2018-03-22 11:24:56 +0000107 add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100108 }
109};
Gian Marco Iodicee52a3002018-04-11 15:59:10 +0100110
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100111class SmallWinogradInputTransformDataset2x1_3x1 final : public WinogradInputTransformDataset
112{
113public:
114 SmallWinogradInputTransformDataset2x1_3x1()
115 {
116 add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
117 add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100118 add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100119 }
120};
121
122class SmallWinogradInputTransformDataset1x2_1x3 final : public WinogradInputTransformDataset
123{
124public:
125 SmallWinogradInputTransformDataset1x2_1x3()
126 {
127 add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
128 add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100129 add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100130 }
131};
132
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100133class SmallWinogradInputTransformDataset4x4_3x3 final : public WinogradInputTransformDataset
134{
135public:
136 SmallWinogradInputTransformDataset4x4_3x3()
137 {
Gian Marco Iodicee52a3002018-04-11 15:59:10 +0100138 add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
139 add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodicee52a3002018-04-11 15:59:10 +0100140 add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100141 }
142};
Gian Marco Iodicee52a3002018-04-11 15:59:10 +0100143
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100144class SmallWinogradInputTransformDataset4x1_3x1 final : public WinogradInputTransformDataset
145{
146public:
147 SmallWinogradInputTransformDataset4x1_3x1()
148 {
149 add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
150 add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100151 add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100152 }
153};
154
155class SmallWinogradInputTransformDataset1x4_1x3 final : public WinogradInputTransformDataset
156{
157public:
158 SmallWinogradInputTransformDataset1x4_1x3()
159 {
160 add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
161 add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100162 add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100163 }
164};
165
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100166class SmallWinogradInputTransformDataset4x4_5x5 final : public WinogradInputTransformDataset
167{
168public:
169 SmallWinogradInputTransformDataset4x4_5x5()
170 {
Giorgio Arenafe5ef382018-04-17 10:14:10 +0100171 add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
172 add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Giorgio Arenafe5ef382018-04-17 10:14:10 +0100173 add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +0000174 }
175};
176
Gian Marco Iodice876be2a2018-07-03 12:22:09 +0100177class SmallWinogradInputTransformDataset4x1_5x1 final : public WinogradInputTransformDataset
178{
179public:
180 SmallWinogradInputTransformDataset4x1_5x1()
181 {
182 add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW));
183 add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW));
Gian Marco Iodice876be2a2018-07-03 12:22:09 +0100184 add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW));
Gian Marco Iodice876be2a2018-07-03 12:22:09 +0100185 }
186};
187
188class SmallWinogradInputTransformDataset1x4_1x5 final : public WinogradInputTransformDataset
189{
190public:
191 SmallWinogradInputTransformDataset1x4_1x5()
192 {
193 add_config(TensorShape(9U, 9U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
194 add_config(TensorShape(27U, 13U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
Gian Marco Iodice876be2a2018-07-03 12:22:09 +0100195 add_config(TensorShape(9U, 9U, 3U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
Gian Marco Iodice876be2a2018-07-03 12:22:09 +0100196 }
197};
198
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100199class LargeWinogradInputTransformDataset2x2_3x3 final : public WinogradInputTransformDataset
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +0000200{
201public:
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100202 LargeWinogradInputTransformDataset2x2_3x3()
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +0000203 {
Michalis Spyrou80943252019-01-10 17:19:50 +0000204 add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
205 add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
206 add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
207 add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
Gian Marco Iodice247f52c2018-03-22 11:24:56 +0000208 add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
209 add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
210 add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
211 add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 2U), Size2D(3U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100212 }
213};
Gian Marco Iodicee52a3002018-04-11 15:59:10 +0100214
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100215class LargeWinogradInputTransformDataset2x1_3x1 final : public WinogradInputTransformDataset
216{
217public:
218 LargeWinogradInputTransformDataset2x1_3x1()
219 {
Michalis Spyrou80943252019-01-10 17:19:50 +0000220 add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
221 add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
222 add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
223 add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100224 add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
225 add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
226 add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
227 add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(2U, 1U), Size2D(3U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
228 }
229};
230
231class LargeWinogradInputTransformDataset1x2_1x3 final : public WinogradInputTransformDataset
232{
233public:
234 LargeWinogradInputTransformDataset1x2_1x3()
235 {
Michalis Spyrou80943252019-01-10 17:19:50 +0000236 add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
237 add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
238 add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
239 add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100240 add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
241 add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
242 add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
243 add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 2U), Size2D(1U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
244 }
245};
246
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100247class LargeWinogradInputTransformDataset4x4_3x3 final : public WinogradInputTransformDataset
248{
249public:
250 LargeWinogradInputTransformDataset4x4_3x3()
251 {
Michalis Spyrou80943252019-01-10 17:19:50 +0000252 add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
253 add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
254 add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
255 add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
Gian Marco Iodicee52a3002018-04-11 15:59:10 +0100256 add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
257 add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
258 add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
259 add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(3U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100260 }
261};
Gian Marco Iodicee52a3002018-04-11 15:59:10 +0100262
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100263class LargeWinogradInputTransformDataset4x1_3x1 final : public WinogradInputTransformDataset
264{
265public:
266 LargeWinogradInputTransformDataset4x1_3x1()
267 {
Michalis Spyrou80943252019-01-10 17:19:50 +0000268 add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
269 add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
270 add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
271 add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100272 add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
273 add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
274 add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
275 add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(3U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
276 }
277};
278
279class LargeWinogradInputTransformDataset1x4_1x3 final : public WinogradInputTransformDataset
280{
281public:
282 LargeWinogradInputTransformDataset1x4_1x3()
283 {
Michalis Spyrou80943252019-01-10 17:19:50 +0000284 add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
285 add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
286 add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
287 add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
Gian Marco Iodicef1c2bf02018-06-13 14:05:54 +0100288 add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
289 add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
290 add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
291 add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 3U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
292 }
293};
294
Giorgio Arenac42f28d2018-04-26 11:33:05 +0100295class LargeWinogradInputTransformDataset4x4_5x5 final : public WinogradInputTransformDataset
296{
297public:
298 LargeWinogradInputTransformDataset4x4_5x5()
299 {
Michalis Spyrou80943252019-01-10 17:19:50 +0000300 add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
301 add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
302 add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
303 add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
Giorgio Arenafe5ef382018-04-17 10:14:10 +0100304 add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(42U, 37U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
305 add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 1), DataLayout::NCHW));
306 add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
307 add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 4U), Size2D(5U, 5U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +0000308 }
309};
Gian Marco Iodice876be2a2018-07-03 12:22:09 +0100310
311class LargeWinogradInputTransformDataset4x1_5x1 final : public WinogradInputTransformDataset
312{
313public:
314 LargeWinogradInputTransformDataset4x1_5x1()
315 {
Michalis Spyrou80943252019-01-10 17:19:50 +0000316 add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
317 add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(27U, 13U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW));
318 add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW));
319 add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(14U, 14U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW));
Gian Marco Iodice876be2a2018-07-03 12:22:09 +0100320 add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(42U, 37U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW));
321 add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(57U, 60U), PadStrideInfo(1, 1, 1, 0), DataLayout::NCHW));
322 add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
323 add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(4U, 1U), Size2D(5U, 1U), Size2D(83U, 72U), PadStrideInfo(1, 1, 2, 0), DataLayout::NCHW));
324 }
325};
326
327class LargeWinogradInputTransformDataset1x4_1x5 final : public WinogradInputTransformDataset
328{
329public:
330 LargeWinogradInputTransformDataset1x4_1x5()
331 {
Michalis Spyrou80943252019-01-10 17:19:50 +0000332 add_config(TensorShape(9U, 9U, 3U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(9U, 9U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
333 add_config(TensorShape(128U, 64U, 1U, 3U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
334 add_config(TensorShape(27U, 13U, 2U, 4U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(27U, 13U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
335 add_config(TensorShape(14U, 14U, 512U, 2U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(14U, 14U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
Gian Marco Iodice876be2a2018-07-03 12:22:09 +0100336 add_config(TensorShape(42U, 37U, 8U, 15U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(42U, 37U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
337 add_config(TensorShape(57U, 60U, 13U, 8U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(57U, 60U), PadStrideInfo(1, 1, 0, 1), DataLayout::NCHW));
338 add_config(TensorShape(128U, 64U, 21U, 13U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(128U, 64U), PadStrideInfo(1, 1, 0, 0), DataLayout::NCHW));
339 add_config(TensorShape(83U, 72U, 14U, 5U), WinogradInfo(Size2D(1U, 4U), Size2D(1U, 5U), Size2D(83U, 72U), PadStrideInfo(1, 1, 0, 2), DataLayout::NCHW));
340 }
341};
Giorgio Arena1f9ca1d2018-03-01 11:13:45 +0000342} // namespace datasets
343} // namespace test
344} // namespace arm_compute
345#endif /* ARM_COMPUTE_TEST_WINOGRAD_INPUT_TRANSFORM_DATASET */