inference-engine/thirdparty/fluid/modules/gapi/perf/gpu/gapi_core_perf_tests_gpu.cpp

   1 // This file is part of OpenCV project.
   2 // It is subject to the license terms in the LICENSE file found in the top-level directory
   3 // of this distribution and at http://opencv.org/license.html.
   4 //
   5 // Copyright (C) 2018-2019 Intel Corporation
   6
   7
   8 #include "../perf_precomp.hpp"
   9 #include "../common/gapi_core_perf_tests.hpp"
  10
  11 #define CORE_GPU cv::gapi::core::gpu::kernels()
  12
  13 namespace opencv_test
  14 {
  15
  16 INSTANTIATE_TEST_CASE_P(AddPerfTestGPU, AddPerfTest,
  17                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  18                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  19                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  20                                 Values(cv::compile_args(CORE_GPU))));
  21
  22 INSTANTIATE_TEST_CASE_P(AddCPerfTestGPU, AddCPerfTest,
  23                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  24                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  25                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  26                                 Values(cv::compile_args(CORE_GPU))));
  27
  28 INSTANTIATE_TEST_CASE_P(SubPerfTestGPU, SubPerfTest,
  29                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  30                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  31                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  32                                 Values(cv::compile_args(CORE_GPU))));
  33
  34 INSTANTIATE_TEST_CASE_P(SubCPerfTestGPU, SubCPerfTest,
  35                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  36                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  37                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  38                                 Values(cv::compile_args(CORE_GPU))));
  39
  40 INSTANTIATE_TEST_CASE_P(SubRCPerfTestGPU, SubRCPerfTest,
  41                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  42                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  43                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  44                                 Values(cv::compile_args(CORE_GPU))));
  45
  46 INSTANTIATE_TEST_CASE_P(MulPerfTestGPU, MulPerfTest,
  47                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  48                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  49                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  50                                 Values(cv::compile_args(CORE_GPU))));
  51
  52 INSTANTIATE_TEST_CASE_P(MulDoublePerfTestGPU, MulDoublePerfTest,
  53                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  54                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  55                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  56                                 Values(cv::compile_args(CORE_GPU))));
  57
  58 INSTANTIATE_TEST_CASE_P(MulCPerfTestGPU, MulCPerfTest,
  59                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  60                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  61                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  62                                 Values(cv::compile_args(CORE_GPU))));
  63
  64 INSTANTIATE_TEST_CASE_P(DivPerfTestGPU, DivPerfTest,
  65                         Combine(Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_f()),
  66                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
  67                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  68                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  69                                 Values(cv::compile_args(CORE_GPU))));
  70
  71 INSTANTIATE_TEST_CASE_P(DivCPerfTestGPU, DivCPerfTest,
  72                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  73                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  74                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  75                                 Values(cv::compile_args(CORE_GPU))));
  76
  77 INSTANTIATE_TEST_CASE_P(DivRCPerfTestGPU, DivRCPerfTest,
  78                         Combine(Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_f()),
  79                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
  80                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  81                                 Values( -1, CV_8U, CV_16U, CV_32F ),
  82                                 Values(cv::compile_args(CORE_GPU))));
  83 //TODO: mask test doesn't work
  84 #if 0
  85 INSTANTIATE_TEST_CASE_P(MaskPerfTestGPU, MaskPerfTest,
  86                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  87                                 Values( CV_8UC1, CV_16UC1, CV_16SC1),
  88                                 Values(cv::compile_args(CORE_GPU))));
  89 #endif
  90
  91 INSTANTIATE_TEST_CASE_P(MeanPerfTestGPU, MeanPerfTest,
  92                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
  93                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
  94                                 Values(cv::compile_args(CORE_GPU))));
  95
  96 INSTANTIATE_TEST_CASE_P(Polar2CartPerfTestGPU, Polar2CartPerfTest,
  97                         Combine(Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_f()),
  98                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
  99                                 Values(cv::compile_args(CORE_GPU))));
 100
 101 INSTANTIATE_TEST_CASE_P(Cart2PolarPerfTestGPU, Cart2PolarPerfTest,
 102                         Combine(Values(Tolerance_FloatRel_IntAbs(1e-2, 2).to_compare_f()),
 103                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 104                                 Values(cv::compile_args(CORE_GPU))));
 105
 106 INSTANTIATE_TEST_CASE_P(CmpPerfTestGPU, CmpPerfTest,
 107                         Combine(Values(CMP_EQ, CMP_GE, CMP_NE, CMP_GT, CMP_LT, CMP_LE),
 108                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 109                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 110                                 Values(cv::compile_args(CORE_GPU))));
 111
 112 INSTANTIATE_TEST_CASE_P(CmpWithScalarPerfTestGPU, CmpWithScalarPerfTest,
 113                         Combine(Values(CMP_EQ, CMP_GE, CMP_NE, CMP_GT, CMP_LT, CMP_LE),
 114                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 115                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 116                                 Values(cv::compile_args(CORE_GPU))));
 117
 118 INSTANTIATE_TEST_CASE_P(BitwisePerfTestGPU, BitwisePerfTest,
 119                         Combine(Values(AND, OR, XOR),
 120                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 121                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
 122                                 Values(cv::compile_args(CORE_GPU))));
 123
 124 INSTANTIATE_TEST_CASE_P(BitwiseNotPerfTestGPU, BitwiseNotPerfTest,
 125                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 126                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 127                                 Values(cv::compile_args(CORE_GPU))));
 128
 129 INSTANTIATE_TEST_CASE_P(SelectPerfTestGPU, SelectPerfTest,
 130                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 131                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 132                                 Values(cv::compile_args(CORE_GPU))));
 133
 134 INSTANTIATE_TEST_CASE_P(MinPerfTestGPU, MinPerfTest,
 135                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 136                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 137                                 Values(cv::compile_args(CORE_GPU))));
 138
 139 INSTANTIATE_TEST_CASE_P(MaxPerfTestGPU, MaxPerfTest,
 140                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 141                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 142                                 Values(cv::compile_args(CORE_GPU))));
 143
 144 INSTANTIATE_TEST_CASE_P(AbsDiffPerfTestGPU, AbsDiffPerfTest,
 145                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 146                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 147                                 Values(cv::compile_args(CORE_GPU))));
 148
 149 INSTANTIATE_TEST_CASE_P(AbsDiffCPerfTestGPU, AbsDiffCPerfTest,
 150                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 151                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 152                                 Values(cv::compile_args(CORE_GPU))));
 153
 154 INSTANTIATE_TEST_CASE_P(SumPerfTestGPU, SumPerfTest,
 155                         Combine(Values(AbsToleranceScalar(1e-5).to_compare_f()),
 156                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 157                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 158                                 Values(cv::compile_args(CORE_GPU))));
 159
 160 INSTANTIATE_TEST_CASE_P(AddWeightedPerfTestGPU, AddWeightedPerfTest,
 161                         Combine(Values(Tolerance_FloatRel_IntAbs(1e-6, 1).to_compare_f()),
 162                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 163                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 164                                 Values( -1, CV_8U, CV_16U, CV_32F ),
 165                                 Values(cv::compile_args(CORE_GPU))));
 166
 167 INSTANTIATE_TEST_CASE_P(NormPerfTestGPU, NormPerfTest,
 168                         Combine(Values(AbsToleranceScalar(1e-5).to_compare_f()),
 169                                 Values(NORM_INF, NORM_L1, NORM_L2),
 170                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 171                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 172                                 Values(cv::compile_args(CORE_GPU))));
 173
 174 INSTANTIATE_TEST_CASE_P(IntegralPerfTestGPU, IntegralPerfTest,
 175                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 176                                 Values( CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1 ),
 177                                 Values(cv::compile_args(CORE_GPU))));
 178
 179 INSTANTIATE_TEST_CASE_P(ThresholdPerfTestGPU, ThresholdPerfTest,
 180                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 181                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 182                                 Values(cv::THRESH_BINARY, cv::THRESH_BINARY_INV, cv::THRESH_TRUNC, cv::THRESH_TOZERO, cv::THRESH_TOZERO_INV),
 183                                 Values(cv::compile_args(CORE_GPU))));
 184
 185 INSTANTIATE_TEST_CASE_P(ThresholdPerfTestGPU, ThresholdOTPerfTest,
 186                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 187                                 Values( CV_8UC1 ),
 188                                 Values(cv::THRESH_OTSU, cv::THRESH_TRIANGLE),
 189                                 Values(cv::compile_args(CORE_GPU))));
 190
 191 INSTANTIATE_TEST_CASE_P(InRangePerfTestGPU, InRangePerfTest,
 192                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 193                                 Values( CV_8UC1 ),
 194                                 Values(cv::compile_args(CORE_GPU))));
 195
 196 INSTANTIATE_TEST_CASE_P(Split3PerfTestGPU, Split3PerfTest,
 197                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 198                                 Values(cv::compile_args(CORE_GPU))));
 199
 200 INSTANTIATE_TEST_CASE_P(Split4PerfTestGPU, Split4PerfTest,
 201                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 202                                 Values(cv::compile_args(CORE_GPU))));
 203
 204 INSTANTIATE_TEST_CASE_P(Merge3PerfTestGPU, Merge3PerfTest,
 205                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 206                                 Values(cv::compile_args(CORE_GPU))));
 207
 208 INSTANTIATE_TEST_CASE_P(Merge4PerfTestGPU, Merge4PerfTest,
 209                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 210                                 Values(cv::compile_args(CORE_GPU))));
 211
 212 INSTANTIATE_TEST_CASE_P(RemapPerfTestGPU, RemapPerfTest,
 213                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 214                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 215                                 Values(cv::compile_args(CORE_GPU))));
 216
 217 INSTANTIATE_TEST_CASE_P(FlipPerfTestGPU, FlipPerfTest,
 218                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 219                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 220                                 Values(0,1,-1),
 221                                 Values(cv::compile_args(CORE_GPU))));
 222
 223 INSTANTIATE_TEST_CASE_P(CropPerfTestGPU, CropPerfTest,
 224                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 225                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 226                                 Values(cv::Rect(10, 8, 20, 35), cv::Rect(4, 10, 37, 50)),
 227                                 Values(cv::compile_args(CORE_GPU))));
 228
 229 INSTANTIATE_TEST_CASE_P(ConcatHorPerfTestGPU, ConcatHorPerfTest,
 230                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 231                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 232                                 Values(cv::compile_args(CORE_GPU))));
 233
 234 INSTANTIATE_TEST_CASE_P(ConcatVertPerfTestGPU, ConcatVertPerfTest,
 235                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 236                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 237                                 Values(cv::compile_args(CORE_GPU))));
 238
 239 //TODO: fix this backend to allow ConcatVertVec ConcatHorVec
 240 #if 0
 241 INSTANTIATE_TEST_CASE_P(ConcatHorVecPerfTestGPU, ConcatHorVecPerfTest,
 242     Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
 243         Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
 244         Values(cv::compile_args(CORE_GPU))));
 245
 246
 247 INSTANTIATE_TEST_CASE_P(ConcatVertVecPerfTestGPU, ConcatVertVecPerfTest,
 248                         Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
 249                                 Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
 250                                 Values(cv::compile_args(CORE_GPU))));
 251 #endif
 252
 253 INSTANTIATE_TEST_CASE_P(LUTPerfTestGPU, LUTPerfTest,
 254                         Combine(Values(CV_8UC1, CV_8UC3),
 255                                 Values(CV_8UC1),
 256                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 257                                 Values(cv::compile_args(CORE_GPU))));
 258
 259 INSTANTIATE_TEST_CASE_P(LUTPerfTestCustomGPU, LUTPerfTest,
 260                         Combine(Values(CV_8UC3),
 261                                 Values(CV_8UC3),
 262                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 263                                 Values(cv::compile_args(CORE_GPU))));
 264
 265
 266 INSTANTIATE_TEST_CASE_P(ConvertToPerfTestGPU, ConvertToPerfTest,
 267                         Combine(Values(CV_8UC3, CV_8UC1, CV_16UC1, CV_32FC1),
 268                                 Values(CV_8U, CV_16U, CV_16S, CV_32F),
 269                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 270                                 Values(cv::compile_args(CORE_GPU))));
 271
 272 INSTANTIATE_TEST_CASE_P(ResizePerfTestGPU, ResizePerfTest,
 273                         Combine(Values(AbsSimilarPoints(2, 0.05).to_compare_f()),
 274                                 Values(CV_8UC1, CV_16UC1, CV_16SC1),
 275                                 Values(cv::INTER_NEAREST, cv::INTER_LINEAR, cv::INTER_AREA),
 276                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 277                                 Values(cv::Size(64,64),
 278                                        cv::Size(30,30)),
 279                                 Values(cv::compile_args(CORE_GPU))));
 280
 281 INSTANTIATE_TEST_CASE_P(ResizeFxFyPerfTestGPU, ResizeFxFyPerfTest,
 282                         Combine(Values(AbsSimilarPoints(2, 0.05).to_compare_f()),
 283                                 Values(CV_8UC1, CV_16UC1, CV_16SC1),
 284                                 Values(cv::INTER_NEAREST, cv::INTER_LINEAR, cv::INTER_AREA),
 285                                 Values( szSmall128, szVGA, sz720p, sz1080p ),
 286                                 Values(0.5, 0.1),
 287                                 Values(0.5, 0.1),
 288                                 Values(cv::compile_args(CORE_GPU))));
 289 }