John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017 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/NEON/functions/NEPixelWiseMultiplication.h" |
| 25 | #include "tests/NEON/Accessor.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/PixelWiseMultiplicationFixture.h" |
| 32 | |
| 33 | namespace arm_compute |
| 34 | { |
| 35 | namespace test |
| 36 | { |
| 37 | namespace validation |
| 38 | { |
| 39 | namespace |
| 40 | { |
| 41 | const float scale_unity = 1.f; |
| 42 | const float scale_255 = 1.f / 255.f; |
| 43 | const float scale_other = 1.f / 32768.f; |
| 44 | |
| 45 | #define DEFAULT_VALIDATE validate(Accessor(_target), _reference); |
| 46 | #define WRAP_VALIDATE(TYPE, TOLERANCE) validate_wrap(Accessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f); |
| 47 | |
| 48 | // *INDENT-OFF* |
| 49 | // clang-format off |
| 50 | #define PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(DT1, DT2, SCALE, RP) \ |
| 51 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, \ |
| 52 | combine(combine(combine(combine(combine( \ |
| 53 | concat(datasets::SmallShapes(), datasets::LargeShapes()), \ |
| 54 | framework::dataset::make("DataType1", DataType::DT1)), \ |
| 55 | framework::dataset::make("DataType2", DataType::DT2)), \ |
| 56 | framework::dataset::make("Scale", std::move(SCALE))), \ |
| 57 | datasets::ConvertPolicies()), \ |
| 58 | framework::dataset::make("RoundingPolicy", RoundingPolicy::RP)), \ |
| 59 | shape, dt1, dt2, scale, convert_policy, rounding_policy) \ |
| 60 | { \ |
| 61 | validate_configuration(shape, dt1, dt2, scale, convert_policy, rounding_policy); \ |
| 62 | } |
| 63 | |
| 64 | #define PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(TEST_NAME, FIXTURE, MODE, SHAPES, DT1, DT2, SCALE, RP, VALIDATE) \ |
| 65 | FIXTURE_DATA_TEST_CASE(TEST_NAME, NEPixelWiseMultiplication##FIXTURE, framework::DatasetMode::MODE, \ |
| 66 | combine(combine(combine(combine(combine( \ |
| 67 | datasets::SHAPES, \ |
| 68 | framework::dataset::make("DataType1", DataType::DT1)), \ |
| 69 | framework::dataset::make("DataType2", DataType::DT2)), \ |
| 70 | framework::dataset::make("Scale", std::move(SCALE))), \ |
| 71 | datasets::ConvertPolicies()), \ |
| 72 | framework::dataset::make("RoundingPolicy", RoundingPolicy::RP))) \ |
| 73 | { \ |
| 74 | VALIDATE \ |
| 75 | } |
| 76 | // *INDENT-ON* |
| 77 | // clang-format on |
| 78 | |
| 79 | void validate_configuration(TensorShape shape, DataType dt1, DataType dt2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy) |
| 80 | { |
| 81 | Tensor src1 = create_tensor<Tensor>(shape, dt1); |
| 82 | Tensor src2 = create_tensor<Tensor>(shape, dt2); |
| 83 | Tensor dst = create_tensor<Tensor>(shape, dt2); |
| 84 | |
| 85 | ARM_COMPUTE_EXPECT(src1.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 86 | ARM_COMPUTE_EXPECT(src2.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 87 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 88 | |
| 89 | // Create and configure function |
| 90 | NEPixelWiseMultiplication multiply; |
| 91 | multiply.configure(&src1, &src2, &dst, scale, convert_policy, rounding_policy); |
| 92 | |
| 93 | // Validate valid region |
| 94 | const ValidRegion valid_region = shape_to_valid_region(shape); |
| 95 | validate(src1.info()->valid_region(), valid_region); |
| 96 | validate(src2.info()->valid_region(), valid_region); |
| 97 | validate(dst.info()->valid_region(), valid_region); |
| 98 | |
| 99 | // Validate padding |
| 100 | const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| 101 | validate(src1.info()->padding(), padding); |
| 102 | validate(src2.info()->padding(), padding); |
| 103 | validate(dst.info()->padding(), padding); |
| 104 | } |
| 105 | } // namespace |
| 106 | |
| 107 | template <typename T> |
| 108 | using NEPixelWiseMultiplicationToU8Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, uint8_t>; |
| 109 | template <typename T> |
| 110 | using NEPixelWiseMultiplicationToS16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, int16_t>; |
| 111 | template <typename T> |
| 112 | using NEPixelWiseMultiplicationToF16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, half_float::half>; |
| 113 | template <typename T> |
| 114 | using NEPixelWiseMultiplicationToF32Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, float>; |
| 115 | template <typename T> |
| 116 | using NEPixelWiseMultiplicationToQS8Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, qint8_t>; |
| 117 | template <typename T> |
| 118 | using NEPixelWiseMultiplicationToQS16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, qint16_t>; |
| 119 | |
| 120 | TEST_SUITE(NEON) |
| 121 | TEST_SUITE(PixelWiseMultiplication) |
| 122 | |
| 123 | TEST_SUITE(U8toU8) |
| 124 | |
| 125 | TEST_SUITE(Scale255) |
| 126 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_255, TO_NEAREST_UP) |
| 127 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(uint8_t, 1)) |
| 128 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(uint8_t, 1)) |
| 129 | TEST_SUITE_END() // Scale255 |
| 130 | |
| 131 | TEST_SUITE(ScaleUnity) |
| 132 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_unity, TO_ZERO) |
| 133 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| 134 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| 135 | TEST_SUITE_END() // ScaleUnity |
| 136 | |
| 137 | TEST_SUITE(ScaleOther) |
| 138 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_other, TO_ZERO) |
| 139 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| 140 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| 141 | TEST_SUITE_END() // ScaleOther |
| 142 | |
| 143 | TEST_SUITE_END() // U8toU8 |
| 144 | |
| 145 | TEST_SUITE(U8toS16) |
| 146 | |
| 147 | TEST_SUITE(Scale255) |
| 148 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_255, TO_NEAREST_UP) |
| 149 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2)) |
| 150 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2)) |
| 151 | TEST_SUITE_END() // Scale255 |
| 152 | |
| 153 | TEST_SUITE(ScaleUnity) |
| 154 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_unity, TO_ZERO) |
| 155 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| 156 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| 157 | TEST_SUITE_END() // ScaleUnity |
| 158 | |
| 159 | TEST_SUITE(ScaleOther) |
| 160 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_other, TO_ZERO) |
| 161 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| 162 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| 163 | TEST_SUITE_END() // ScaleOther |
| 164 | |
| 165 | TEST_SUITE_END() // U8toS16 |
| 166 | |
| 167 | TEST_SUITE(S16toS16) |
| 168 | |
| 169 | TEST_SUITE(Scale255) |
| 170 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_255, TO_NEAREST_UP) |
| 171 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2)) |
| 172 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2)) |
| 173 | TEST_SUITE_END() // Scale255 |
| 174 | |
| 175 | TEST_SUITE(ScaleUnity) |
| 176 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_unity, TO_ZERO) |
| 177 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| 178 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| 179 | TEST_SUITE_END() // ScaleUnity |
| 180 | |
| 181 | TEST_SUITE(ScaleOther) |
| 182 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_other, TO_ZERO) |
| 183 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| 184 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| 185 | TEST_SUITE_END() // ScaleOther |
| 186 | |
| 187 | TEST_SUITE_END() // S16toS16 |
| 188 | |
| 189 | #ifdef ARM_COMPUTE_ENABLE_FP16 |
| 190 | TEST_SUITE(F16toF16) |
| 191 | |
| 192 | TEST_SUITE(Scale255) |
| 193 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF16Fixture<half_float::half>, PRECOMMIT, SmallShapes(), F16, F16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(float, 1.f)) |
| 194 | TEST_SUITE_END() // Scale255 |
| 195 | |
| 196 | TEST_SUITE_END() // F16toF16 |
| 197 | #endif // ARM_COMPUTE_ENABLE_FP16 |
| 198 | |
| 199 | TEST_SUITE(F32toF32) |
| 200 | |
| 201 | TEST_SUITE(Scale255) |
| 202 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_255, TO_NEAREST_UP) |
| 203 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(float, 1.f)) |
| 204 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(float, 1.f)) |
| 205 | TEST_SUITE_END() // Scale255 |
| 206 | |
| 207 | TEST_SUITE(ScaleUnity) |
| 208 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_unity, TO_ZERO) |
| 209 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| 210 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| 211 | TEST_SUITE_END() // ScaleUnity |
| 212 | |
| 213 | TEST_SUITE(ScaleOther) |
| 214 | PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_other, TO_ZERO) |
| 215 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| 216 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| 217 | TEST_SUITE_END() // ScaleOther |
| 218 | |
| 219 | TEST_SUITE_END() // F32toF32 |
| 220 | |
| 221 | TEST_SUITE_END() |
| 222 | TEST_SUITE_END() |
| 223 | } // namespace validation |
| 224 | } // namespace test |
| 225 | } // namespace arm_compute |