tests/validation/CL/PixelWiseMultiplication.cpp

   1 /*
   2  * Copyright (c) 2017-2018 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 #include "arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h"
  25 #include "tests/CL/CLAccessor.h"
  26 #include "tests/PaddingCalculator.h"
  27 #include "tests/datasets/ConvertPolicyDataset.h"
  28 #include "tests/datasets/ShapeDatasets.h"
  29 #include "tests/framework/Macros.h"
  30 #include "tests/validation/Validation.h"
  31 #include "tests/validation/fixtures/FixedPointPixelWiseMultiplicationFixture.h"
  32 #include "tests/validation/fixtures/PixelWiseMultiplicationFixture.h"
  33
  34 namespace arm_compute
  35 {
  36 namespace test
  37 {
  38 namespace validation
  39 {
  40 namespace
  41 {
  42 const float scale_unity = 1.f;
  43 const float scale_255   = 1.f / 255.f;
  44
  45 // *INDENT-OFF*
  46 // clang-format off
  47 #define VALIDATE(TYPE, TOLERANCE) validate(CLAccessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f);
  48
  49 #define PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(TEST_NAME, FIXTURE, MODE, SHAPES, DT1, DT2, SCALE, RP, VALIDATE) \
  50     FIXTURE_DATA_TEST_CASE(TEST_NAME, CLPixelWiseMultiplication##FIXTURE, framework::DatasetMode::MODE,                   \
  51                            combine(combine(combine(combine(combine(                                                       \
  52                            datasets::SHAPES,                                                                              \
  53                            framework::dataset::make("DataType1", DataType::DT1)),                                         \
  54                            framework::dataset::make("DataType2", DataType::DT2)),                                         \
  55                            framework::dataset::make("Scale", std::move(SCALE))),                                          \
  56                            datasets::ConvertPolicies()),                                                                  \
  57                            framework::dataset::make("RoundingPolicy", RoundingPolicy::RP)))                               \
  58     {                                                                                                                     \
  59         VALIDATE                                                                                                          \
  60     }
  61
  62 #define FP_PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(TEST_NAME, FIXTURE, MODE, SHAPES, DT1, DT2, SCALE, RP, FPP_START, FPP_END) \
  63     FIXTURE_DATA_TEST_CASE(TEST_NAME, CLFixedPointPixelWiseMultiplication##FIXTURE, framework::DatasetMode::MODE,                      \
  64                            combine(combine(combine(combine(combine(combine(                                                            \
  65                            datasets::SHAPES,                                                                                           \
  66                            framework::dataset::make("DataType1", DataType::DT1)),                                                      \
  67                            framework::dataset::make("DataType2", DataType::DT2)),                                                      \
  68                            framework::dataset::make("Scale", std::move(SCALE))),                                                       \
  69                            datasets::ConvertPolicies()),                                                                               \
  70                            framework::dataset::make("RoundingPolicy", RoundingPolicy::RP)),                                            \
  71                            framework::dataset::make("FixedPointPosition", FPP_START, FPP_END)))                                        \
  72     {                                                                                                                                  \
  73         validate(CLAccessor(_target), _reference);                                                                                     \
  74     }
  75 // clang-format on
  76 // *INDENT-ON*
  77 } // namespace
  78
  79 template <typename T>
  80 using CLPixelWiseMultiplicationToF16Fixture = PixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T, half_float::half>;
  81 template <typename T>
  82 using CLPixelWiseMultiplicationToF32Fixture = PixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T, float>;
  83 template <typename T>
  84 using CLPixelWiseMultiplicationToQS8Fixture = PixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T, qint8_t>;
  85 template <typename T>
  86 using CLPixelWiseMultiplicationToQS16Fixture = PixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T, qint16_t>;
  87 template <typename T>
  88 using CLFixedPointPixelWiseMultiplicationFixture = FixedPointPixelWiseMultiplicationValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T>;
  89 template <typename T>
  90 using CLPixelWiseMultiplicationBroadcastFixture = PixelWiseMultiplicationBroadcastValidationFixture<CLTensor, CLAccessor, CLPixelWiseMultiplication, T, float>;
  91
  92 TEST_SUITE(CL)
  93 TEST_SUITE(PixelWiseMultiplication)
  94
  95 // *INDENT-OFF*
  96 // clang-format off
  97 DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(
  98                framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
  99                                                         TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
 100                                                         TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8),      // Window shrink
 101                                                         TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),      // Invalid scale
 102                                                         TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),      // Invalid data type combination
 103                                                         TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32),     // Mismatching shapes
 104                                                         TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QS8, 2),  // Mismatching data type
 105                                                         TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QS8, 2),  // Mismatching fixed point
 106                                                         TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QS8, 2),  // Invalid scale
 107                                                       }),
 108                framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
 109                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
 110                                                        TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8),
 111                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
 112                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16),
 113                                                        TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
 114                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QS16, 2),
 115                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QS8, 3),
 116                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QS8, 2),
 117                                                      })),
 118                framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16),
 119                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
 120                                                        TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8),
 121                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
 122                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8),
 123                                                        TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32),
 124                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QS8, 3),
 125                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QS8, 2),
 126                                                        TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QS8, 2),
 127                                                      })),
 128                framework::dataset::make("Scale",{  2.f, 2.f, 2.f, -1.f, 1.f, 1.f, 1.f, 1.f, 3.f})),
 129                framework::dataset::make("Expected", { true, true, false, false, false, false, false, false, false })),
 130                input1_info, input2_info, output_info, scale, expected)
 131 {
 132     bool has_error = bool(CLPixelWiseMultiplication::validate(&input1_info.clone()->set_is_resizable(false), &input2_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), scale, ConvertPolicy::WRAP, RoundingPolicy::TO_ZERO));
 133     ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS);
 134 }
 135 // clang-format on
 136 // *INDENT-ON*
 137
 138 TEST_SUITE(F16toF16)
 139
 140 TEST_SUITE(Scale255)
 141 PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF16Fixture<half_float::half>, PRECOMMIT, SmallShapes(), F16, F16, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f))
 142 TEST_SUITE_END() // Scale255
 143
 144 TEST_SUITE_END() // F16toF16
 145
 146 TEST_SUITE(F32toF32)
 147
 148 TEST_SUITE(Scale255)
 149 PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f))
 150 TEST_SUITE_END() // Scale255
 151
 152 TEST_SUITE_END() // F32toF32
 153
 154 TEST_SUITE_END() // PixelWiseMultiplication
 155
 156 TEST_SUITE(FixedPointPixelWiseMultiplication)
 157
 158 TEST_SUITE(QS8)
 159
 160 TEST_SUITE(ScaleUnity)
 161 FP_PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunTiny, Fixture<qint8_t>, PRECOMMIT, TinyShapes(), QS8, QS8, scale_unity, TO_ZERO, 1, 7)
 162 TEST_SUITE_END() // ScaleUnity
 163
 164 TEST_SUITE_END() // QS8
 165
 166 TEST_SUITE(QS16)
 167
 168 TEST_SUITE(ScaleUnity)
 169 FP_PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunTiny, Fixture<qint16_t>, PRECOMMIT, TinyShapes(), QS16, QS16, scale_unity, TO_ZERO, 1, 15)
 170 TEST_SUITE_END() // ScaleUnity
 171
 172 TEST_SUITE_END() // QS16
 173
 174 TEST_SUITE(Broadcast)
 175 PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, BroadcastFixture<float>, PRECOMMIT, SmallShapesBroadcast(), F32, F32, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f))
 176 TEST_SUITE_END() // Broadcast
 177
 178 TEST_SUITE_END() // FixedPointPixelWiseMultiplication
 179 TEST_SUITE_END()
 180 } // namespace validation
 181 } // namespace test
 182 } // namespace arm_compute