surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 4 | // |
| 5 | |
| 6 | #include <boost/test/unit_test.hpp> |
| 7 | #include "armnnTfParser/ITfParser.hpp" |
| 8 | #include "ParserPrototxtFixture.hpp" |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 9 | |
| 10 | #include <array> |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 11 | #include <string> |
| 12 | #include <iostream> |
| 13 | |
| 14 | BOOST_AUTO_TEST_SUITE(TensorflowParser) |
| 15 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 16 | struct Convolution2dFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 17 | { |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 18 | explicit Convolution2dFixture(const std::string& dataLayout, const std::string& paddingType) |
| 19 | : Convolution2dFixture(dataLayout, paddingType, 1) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 20 | {} |
| 21 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 22 | // Dilation: 0 - dilations attribute is not included; |
| 23 | // Dilation: >0 - dilations attribute set to [1,v,v,1], where v is the value of the dilation arg |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 24 | explicit Convolution2dFixture(const std::string& dataLayout, const std::string& paddingType, |
| 25 | int stride, int dilation = 0) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 26 | { |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 27 | std::string strideString (" i: 1 \n" |
| 28 | " i: 1 \n"); |
| 29 | if (dataLayout == "NHWC") |
| 30 | { |
| 31 | strideString.append(" i: " + std::to_string(stride) + " \n" |
| 32 | " i: 1 \n"); |
| 33 | } |
| 34 | else // dataLayout == "NCHW" |
| 35 | { |
| 36 | strideString.append(" i: 1 \n" |
| 37 | " i: " + std::to_string(stride) + " \n"); |
| 38 | } |
| 39 | |
Sadik Armagan | 60bb9d8 | 2021-01-11 15:15:01 +0000 | [diff] [blame] | 40 | std::string dilationString; |
| 41 | if (dataLayout == "NHWC") |
| 42 | { |
| 43 | dilationString.append(" i: 1 \n" |
| 44 | " i: " + std::to_string(dilation) + " \n" |
| 45 | " i: " + std::to_string(dilation) + " \n" |
| 46 | " i: 1 \n"); |
| 47 | } |
| 48 | else // dataLayout == "NCHW" |
| 49 | { |
| 50 | dilationString.append(" i: 1 \n" |
| 51 | " i: 1 \n" |
| 52 | " i: " + std::to_string(dilation) + " \n" |
| 53 | " i: " + std::to_string(dilation) + " \n"); |
| 54 | } |
| 55 | |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 56 | m_Prototext = "node { \n" |
| 57 | " name: \"graphInput\" \n" |
| 58 | " op: \"Placeholder\" \n" |
| 59 | " attr { \n" |
| 60 | " key: \"dtype\" \n" |
| 61 | " value { \n" |
| 62 | " type: DT_FLOAT \n" |
| 63 | " } \n" |
| 64 | " } \n" |
| 65 | " attr { \n" |
| 66 | " key: \"shape\" \n" |
| 67 | " value { \n" |
| 68 | " shape { \n" |
| 69 | " } \n" |
| 70 | " } \n" |
| 71 | " } \n" |
| 72 | " } \n" |
| 73 | " node { \n" |
| 74 | " name: \"Const_1\" \n" |
| 75 | " op: \"Const\" \n" |
| 76 | " attr { \n" |
| 77 | " key: \"dtype\" \n" |
| 78 | " value { \n" |
| 79 | " type: DT_FLOAT \n" |
| 80 | " } \n" |
| 81 | " } \n" |
| 82 | " attr { \n" |
| 83 | " key: \"value\" \n" |
| 84 | " value { \n" |
| 85 | " tensor { \n" |
| 86 | " dtype: DT_FLOAT \n" |
| 87 | " tensor_shape { \n" |
| 88 | " dim { \n" |
| 89 | " size: 1 \n" |
| 90 | " } \n" |
| 91 | " dim { \n" |
| 92 | " size: 3 \n" |
| 93 | " } \n" |
| 94 | " dim { \n" |
| 95 | " size: 1 \n" |
| 96 | " } \n" |
| 97 | " dim { \n" |
| 98 | " size: 1 \n" |
| 99 | " } \n" |
| 100 | " } \n" |
| 101 | " tensor_content: \"\\000\\000\\000?\\000\\000\\200?\\000\\000\\000?\" \n" |
| 102 | " } \n" |
| 103 | " } \n" |
| 104 | " } \n" |
| 105 | "} \n" |
| 106 | "node { \n" |
| 107 | " name: \"potato\" \n" |
| 108 | " op: \"Conv2D\" \n" |
| 109 | " input: \"graphInput\" \n" |
| 110 | " input: \"Const_1\" \n" |
| 111 | " attr { \n" |
| 112 | " key: \"T\" \n" |
| 113 | " value { \n" |
| 114 | " type: DT_FLOAT \n" |
| 115 | " } \n" |
| 116 | " } \n" |
| 117 | " attr { \n" |
| 118 | " key: \"data_format\" \n" |
| 119 | " value { \n" |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 120 | " s: \""; |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 121 | m_Prototext.append(dataLayout); |
| 122 | m_Prototext.append("\"\n" |
| 123 | " } \n" |
| 124 | " } \n" |
| 125 | " attr { \n" |
| 126 | " key: \"padding\" \n" |
| 127 | " value { \n" |
| 128 | " s: \""); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 129 | m_Prototext.append(paddingType); |
| 130 | m_Prototext.append("\"\n" |
| 131 | " } \n" |
| 132 | " } \n" |
| 133 | " attr { \n" |
| 134 | " key: \"strides\" \n" |
| 135 | " value { \n" |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 136 | " list { \n"); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 137 | m_Prototext.append(strideString); |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 138 | |
| 139 | m_Prototext.append(" } \n" |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 140 | " } \n" |
| 141 | " } \n"); |
| 142 | |
| 143 | if (dilation > 0) |
| 144 | { |
| 145 | m_Prototext.append(" attr { \n" |
| 146 | " key: \"dilations\" \n" |
| 147 | " value { \n" |
Sadik Armagan | 60bb9d8 | 2021-01-11 15:15:01 +0000 | [diff] [blame] | 148 | " list { \n"); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 149 | m_Prototext.append(dilationString); |
Sadik Armagan | 60bb9d8 | 2021-01-11 15:15:01 +0000 | [diff] [blame] | 150 | |
| 151 | m_Prototext.append(" } \n" |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 152 | " } \n" |
| 153 | " } \n"); |
| 154 | } |
| 155 | m_Prototext.append(" attr { \n" |
| 156 | " key: \"use_cudnn_on_gpu\" \n" |
| 157 | " value { \n" |
| 158 | " b: false \n" |
| 159 | " } \n" |
| 160 | " } \n" |
| 161 | "} \n"); |
| 162 | |
| 163 | // Manual height computation based on stride parameter. |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 164 | ARMNN_ASSERT_MSG(stride == 1 || stride == 2, "Add support for strides other than 1 or 2."); |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 165 | std::array<unsigned int, 4> dims; |
| 166 | if (dataLayout == "NHWC") |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 167 | { |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 168 | dims = { 1u, (stride == 2 ? 3u : 2u), 3u, 1u }; |
| 169 | } |
| 170 | else // dataLayout == "NCHW" |
| 171 | { |
| 172 | dims = { 1u, 1u, (stride == 2 ? 3u : 2u), 3u }; |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 173 | } |
| 174 | |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 175 | SetupSingleInputSingleOutput(armnn::TensorShape(4, dims.data()), "graphInput", "potato"); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 176 | } |
| 177 | }; |
| 178 | |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 179 | struct Convolution2dNhwcSameFixture : Convolution2dFixture |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 180 | { |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 181 | Convolution2dNhwcSameFixture() : Convolution2dFixture("NHWC", "SAME", 1){} |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 182 | }; |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 183 | BOOST_FIXTURE_TEST_CASE(ParseConv2dNhwcSame, Convolution2dNhwcSameFixture) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 184 | { |
| 185 | RunTest<4>({1, 2, 3, 4, 5, 6}, {2, 4, 4, 6.5f, 10 , 8.5f}); |
| 186 | } |
| 187 | |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 188 | struct Convolution2dNchwSameFixture : Convolution2dFixture |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 189 | { |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 190 | Convolution2dNchwSameFixture() : Convolution2dFixture("NCHW", "SAME", 1){} |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 191 | }; |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 192 | BOOST_FIXTURE_TEST_CASE(ParseConv2dNchwSame, Convolution2dNchwSameFixture) |
| 193 | { |
| 194 | RunTest<4>({1, 2, 3, 4, 5, 6}, {2, 4, 4, 6.5f, 10 , 8.5f}); |
| 195 | } |
| 196 | |
| 197 | |
| 198 | struct Convolution2dNhwcValidFixture : Convolution2dFixture |
| 199 | { |
| 200 | Convolution2dNhwcValidFixture() : Convolution2dFixture("NHWC", "VALID", 1){} |
| 201 | }; |
| 202 | BOOST_FIXTURE_TEST_CASE(ParseConv2dNhwcValid, Convolution2dNhwcValidFixture) |
| 203 | { |
| 204 | RunTest<4>({1, 2, 3, 4, 5, 6}, {4, 10}); |
| 205 | } |
| 206 | |
| 207 | struct Convolution2dNchwValidFixture : Convolution2dFixture |
| 208 | { |
| 209 | Convolution2dNchwValidFixture() : Convolution2dFixture("NCHW", "VALID", 1){} |
| 210 | }; |
| 211 | BOOST_FIXTURE_TEST_CASE(ParseConv2dNchwValid, Convolution2dNchwValidFixture) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 212 | { |
| 213 | RunTest<4>({1, 2, 3, 4, 5, 6}, {4, 10}); |
| 214 | } |
| 215 | |
| 216 | |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 217 | struct Convolution2dStride2NhwcSameFixture : Convolution2dFixture |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 218 | { |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 219 | Convolution2dStride2NhwcSameFixture() : Convolution2dFixture("NHWC", "SAME", 2){} |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 220 | }; |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 221 | BOOST_FIXTURE_TEST_CASE(ParseConv2dStride2NhwcSame, Convolution2dStride2NhwcSameFixture) |
| 222 | { |
| 223 | RunTest<4>({1, 2, 3, 4, 5, 6, 7, 8, 9}, {2, 4, 6.5, 8.5, 11, 13}); |
| 224 | } |
| 225 | |
| 226 | struct Convolution2dStride2NchwSameFixture : Convolution2dFixture |
| 227 | { |
| 228 | Convolution2dStride2NchwSameFixture() : Convolution2dFixture("NCHW", "SAME", 2){} |
| 229 | }; |
| 230 | BOOST_FIXTURE_TEST_CASE(ParseConv2dStride2NchwSame, Convolution2dStride2NchwSameFixture) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 231 | { |
| 232 | RunTest<4>({1, 2, 3, 4, 5, 6, 7, 8, 9}, {2, 4, 6.5, 8.5, 11, 13}); |
| 233 | } |
| 234 | |
| 235 | |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 236 | struct Convolution2dStride2NhwcValidFixture : Convolution2dFixture |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 237 | { |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 238 | Convolution2dStride2NhwcValidFixture() : Convolution2dFixture("NHWC", "VALID", 2){} |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 239 | }; |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 240 | BOOST_FIXTURE_TEST_CASE(ParseConv2dStride2NhwcValid, Convolution2dStride2NhwcValidFixture) |
| 241 | { |
| 242 | RunTest<4>({1, 2, 3, 4, 5, 6, 7, 8, 9}, {4, 10, 16}); |
| 243 | } |
| 244 | |
| 245 | struct Convolution2dStride2NchwValidFixture : Convolution2dFixture |
| 246 | { |
| 247 | Convolution2dStride2NchwValidFixture() : Convolution2dFixture("NCHW", "VALID", 2){} |
| 248 | }; |
| 249 | BOOST_FIXTURE_TEST_CASE(ParseConv2dStride2NchwValid, Convolution2dStride2NchwValidFixture) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 250 | { |
| 251 | RunTest<4>({1, 2, 3, 4, 5, 6, 7, 8, 9}, {4, 10, 16}); |
| 252 | } |
| 253 | |
| 254 | |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 255 | struct Convolution2dDilation1NhwcFixture : Convolution2dFixture |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 256 | { |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 257 | Convolution2dDilation1NhwcFixture() : Convolution2dFixture("NHWC", "SAME", 1, 1){} |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 258 | }; |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 259 | BOOST_FIXTURE_TEST_CASE(ParseConv2dDilation1Nhwc, Convolution2dDilation1NhwcFixture) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 260 | { |
| 261 | RunTest<4>({1, 2, 3, 4, 5, 6}, {2, 4, 4, 6.5f, 10 , 8.5f}); |
| 262 | } |
| 263 | |
Matteo Martincigh | 4631582 | 2018-11-28 16:22:36 +0000 | [diff] [blame] | 264 | struct Convolution2dDilation1NchwFixture : Convolution2dFixture |
| 265 | { |
| 266 | Convolution2dDilation1NchwFixture() : Convolution2dFixture("NCHW", "SAME", 1, 1){} |
| 267 | }; |
| 268 | BOOST_FIXTURE_TEST_CASE(ParseConv2dDilation1Nchw, Convolution2dDilation1NchwFixture) |
| 269 | { |
| 270 | RunTest<4>({1, 2, 3, 4, 5, 6}, {2, 4, 4, 6.5f, 10 , 8.5f}); |
| 271 | } |
| 272 | |
Sadik Armagan | 60bb9d8 | 2021-01-11 15:15:01 +0000 | [diff] [blame] | 273 | struct Convolution2dDilationFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 274 | { |
Sadik Armagan | 60bb9d8 | 2021-01-11 15:15:01 +0000 | [diff] [blame] | 275 | explicit Convolution2dDilationFixture(const std::string& dataLayout, const std::string& paddingType) |
| 276 | : Convolution2dDilationFixture(dataLayout, paddingType, 1) |
| 277 | {} |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 278 | |
Sadik Armagan | 60bb9d8 | 2021-01-11 15:15:01 +0000 | [diff] [blame] | 279 | explicit Convolution2dDilationFixture(const std::string& dataLayout, const std::string& paddingType, |
| 280 | int stride, int dilation = 0) |
| 281 | { |
| 282 | std::string strideString; |
| 283 | if (dataLayout == "NHWC") |
| 284 | { |
| 285 | strideString.append(" i: 1 \n" |
| 286 | " i: " + std::to_string(stride) + " \n" |
| 287 | " i: " + std::to_string(stride) + " \n" |
| 288 | " i: 1 \n"); |
| 289 | } |
| 290 | else // dataLayout == "NCHW" |
| 291 | { |
| 292 | strideString.append(" i: 1 \n" |
| 293 | " i: 1 \n" |
| 294 | " i: " + std::to_string(stride) + " \n" |
| 295 | " i: " + std::to_string(stride) + " \n"); |
| 296 | } |
| 297 | |
| 298 | std::string dilationString; |
| 299 | if (dataLayout == "NHWC") |
| 300 | { |
| 301 | dilationString.append(" i: 1 \n" |
| 302 | " i: " + std::to_string(dilation) + " \n" |
| 303 | " i: " + std::to_string(dilation) + " \n" |
| 304 | " i: 1 \n"); |
| 305 | } |
| 306 | else // dataLayout == "NCHW" |
| 307 | { |
| 308 | dilationString.append(" i: 1 \n" |
| 309 | " i: 1 \n" |
| 310 | " i: " + std::to_string(dilation) + " \n" |
| 311 | " i: " + std::to_string(dilation) + " \n"); |
| 312 | } |
| 313 | |
| 314 | m_Prototext = "node { \n" |
| 315 | " name: \"graphInput\" \n" |
| 316 | " op: \"Placeholder\" \n" |
| 317 | " attr { \n" |
| 318 | " key: \"dtype\" \n" |
| 319 | " value { \n" |
| 320 | " type: DT_FLOAT \n" |
| 321 | " } \n" |
| 322 | " } \n" |
| 323 | " attr { \n" |
| 324 | " key: \"shape\" \n" |
| 325 | " value { \n" |
| 326 | " shape { \n" |
| 327 | " } \n" |
| 328 | " } \n" |
| 329 | " } \n" |
| 330 | " } \n" |
| 331 | " node { \n" |
| 332 | " name: \"Const_1\" \n" |
| 333 | " op: \"Const\" \n" |
| 334 | " attr { \n" |
| 335 | " key: \"dtype\" \n" |
| 336 | " value { \n" |
| 337 | " type: DT_FLOAT \n" |
| 338 | " } \n" |
| 339 | " } \n" |
| 340 | " attr { \n" |
| 341 | " key: \"value\" \n" |
| 342 | " value { \n" |
| 343 | " tensor { \n" |
| 344 | " dtype: DT_FLOAT \n" |
| 345 | " tensor_shape { \n" |
| 346 | " dim { \n" |
| 347 | " size: 3 \n" |
| 348 | " } \n" |
| 349 | " dim { \n" |
| 350 | " size: 1 \n" |
| 351 | " } \n" |
| 352 | " dim { \n" |
| 353 | " size: 1 \n" |
| 354 | " } \n" |
| 355 | " dim { \n" |
| 356 | " size: 1 \n" |
| 357 | " } \n" |
| 358 | " } \n" |
| 359 | " tensor_content: \"\\001\\000\\000?\\000\\000\\000?\\001\\000\\000?\" \n" |
| 360 | " } \n" |
| 361 | " } \n" |
| 362 | " } \n" |
| 363 | "} \n" |
| 364 | "node { \n" |
| 365 | " name: \"potato\" \n" |
| 366 | " op: \"Conv2D\" \n" |
| 367 | " input: \"graphInput\" \n" |
| 368 | " input: \"Const_1\" \n" |
| 369 | " attr { \n" |
| 370 | " key: \"T\" \n" |
| 371 | " value { \n" |
| 372 | " type: DT_FLOAT \n" |
| 373 | " } \n" |
| 374 | " } \n" |
| 375 | " attr { \n" |
| 376 | " key: \"data_format\" \n" |
| 377 | " value { \n" |
| 378 | " s: \""; |
| 379 | m_Prototext.append(dataLayout); |
| 380 | m_Prototext.append("\"\n" |
| 381 | " } \n" |
| 382 | " } \n" |
| 383 | " attr { \n" |
| 384 | " key: \"padding\" \n" |
| 385 | " value { \n" |
| 386 | " s: \""); |
| 387 | m_Prototext.append(paddingType); |
| 388 | m_Prototext.append("\"\n" |
| 389 | " } \n" |
| 390 | " } \n" |
| 391 | " attr { \n" |
| 392 | " key: \"strides\" \n" |
| 393 | " value { \n" |
| 394 | " list { \n"); |
| 395 | m_Prototext.append(strideString); |
| 396 | |
| 397 | m_Prototext.append(" } \n" |
| 398 | " } \n" |
| 399 | " } \n"); |
| 400 | |
| 401 | if (dilation > 0) |
| 402 | { |
| 403 | m_Prototext.append(" attr { \n" |
| 404 | " key: \"dilations\" \n" |
| 405 | " value { \n" |
| 406 | " list { \n"); |
| 407 | m_Prototext.append(dilationString); |
| 408 | |
| 409 | m_Prototext.append(" } \n" |
| 410 | " } \n" |
| 411 | " } \n"); |
| 412 | } |
| 413 | m_Prototext.append(" attr { \n" |
| 414 | " key: \"use_cudnn_on_gpu\" \n" |
| 415 | " value { \n" |
| 416 | " b: false \n" |
| 417 | " } \n" |
| 418 | " } \n" |
| 419 | "} \n"); |
| 420 | |
| 421 | // Manual height computation based on stride parameter. |
| 422 | std::array<unsigned int, 4> dims = { 1u, 1u, 6u, 6u };; |
| 423 | |
| 424 | SetupSingleInputSingleOutput(armnn::TensorShape(4, dims.data()), "graphInput", "potato"); |
| 425 | } |
| 426 | }; |
| 427 | |
| 428 | struct Convolution2dDilation2NchwValidFixture : Convolution2dDilationFixture |
| 429 | { |
| 430 | Convolution2dDilation2NchwValidFixture() : Convolution2dDilationFixture("NCHW", "VALID", 1, 2){} |
| 431 | }; |
| 432 | BOOST_FIXTURE_TEST_CASE(ParseConv2dDilation2NchwValid, Convolution2dDilation2NchwValidFixture) |
| 433 | { |
| 434 | RunTest<4>({1.0, 2.0, 3.0, 4.0, 5.0, 6.0, |
| 435 | 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, |
| 436 | 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, |
| 437 | 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, |
| 438 | 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, |
| 439 | 7.0, 8.0, 9.0, 10.0, 11.0, 12.0}, |
| 440 | {1.5f, 3.0f, 4.5f, 6.0f, 7.5f, 9.0f, 10.5f, 12.f, 13.5f, 15.0f, 16.5f, 18.0f}); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 441 | } |
| 442 | |
| 443 | |
| 444 | BOOST_AUTO_TEST_SUITE_END() |