Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2018-2019 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/core/Types.h" |
| 25 | #include "arm_compute/runtime/NEON/functions/NEPadLayer.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | #include "tests/NEON/Accessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/ShapeDatasets.h" |
| 31 | #include "tests/framework/Asserts.h" |
| 32 | #include "tests/framework/Macros.h" |
| 33 | #include "tests/framework/datasets/Datasets.h" |
| 34 | #include "tests/validation/Validation.h" |
| 35 | #include "tests/validation/fixtures/PadLayerFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | namespace |
| 44 | { |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 45 | const auto PaddingSizesDataset = framework::dataset::make("PaddingSize", |
| 46 | { |
| 47 | PaddingList{ { 0, 0 } }, |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 48 | PaddingList{ { 1, 1 } }, |
| 49 | PaddingList{ { 1, 1 }, { 2, 2 } }, |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 50 | PaddingList{ { 1, 1 }, { 1, 1 }, { 1, 1 } }, |
| 51 | PaddingList{ { 0, 0 }, { 1, 0 }, { 0, 1 } }, |
| 52 | PaddingList{ { 0, 1 }, { 1, 0 }, { 0, 1 } }, |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 53 | }); |
| 54 | } // namespace |
| 55 | |
| 56 | TEST_SUITE(NEON) |
| 57 | TEST_SUITE(PadLayer) |
| 58 | |
| 59 | // *INDENT-OFF* |
| 60 | // clang-format off |
| 61 | |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 62 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| 63 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching data type input/output |
| 64 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
| 65 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
| 66 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
| 67 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
| 68 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 69 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching data type input/output |
| 70 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
| 71 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
| 72 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
| 73 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
| 74 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32) |
| 75 | }), |
| 76 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16), |
| 77 | TensorInfo(TensorShape(28U, 11U, 2U), 1, DataType::F32), |
| 78 | TensorInfo(TensorShape(29U, 17U, 2U), 1, DataType::F32), |
| 79 | TensorInfo(TensorShape(29U, 15U, 4U, 3U), 1, DataType::F32), |
| 80 | TensorInfo(TensorShape(27U, 14U, 3U, 4U), 1, DataType::F32), |
| 81 | TensorInfo(TensorShape(32U, 13U, 2U, 3U), 1, DataType::F32), |
| 82 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16), |
| 83 | TensorInfo(TensorShape(28U, 11U, 2U), 1, DataType::F32), |
| 84 | TensorInfo(TensorShape(29U, 17U, 2U), 1, DataType::F32), |
| 85 | TensorInfo(TensorShape(29U, 15U, 4U, 3U), 1, DataType::F32), |
| 86 | TensorInfo(TensorShape(27U, 14U, 3U, 4U), 1, DataType::F32), |
| 87 | TensorInfo(TensorShape(32U, 13U, 2U, 3U), 1, DataType::F32) |
| 88 | })), |
| 89 | framework::dataset::make("PaddingSize", { PaddingList{{0, 0}}, |
| 90 | PaddingList{{1, 1}}, |
| 91 | PaddingList{{1, 1}, {2, 2}}, |
| 92 | PaddingList{{1,1}, {1,1}, {1,1}, {1,1}}, |
| 93 | PaddingList{{0,0}, {1,0}, {0,1}, {1,2}}, |
| 94 | PaddingList{{0,0}, {0,0}, {0,0}, {1,1}}, |
| 95 | PaddingList{{0, 0}}, |
| 96 | PaddingList{{1, 1}}, |
| 97 | PaddingList{{1, 1}, {2, 2}}, |
| 98 | PaddingList{{1,1}, {1,1}, {1,1}, {1,1}}, |
| 99 | PaddingList{{0,0}, {1,0}, {0,1}, {1,2}}, |
| 100 | PaddingList{{0,0}, {0,0}, {0,0}, {1,1}} |
| 101 | })), |
| 102 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, |
| 103 | PaddingMode::CONSTANT, |
| 104 | PaddingMode::CONSTANT, |
| 105 | PaddingMode::CONSTANT, |
| 106 | PaddingMode::CONSTANT, |
| 107 | PaddingMode::CONSTANT, |
| 108 | PaddingMode::REFLECT, |
| 109 | PaddingMode::REFLECT, |
| 110 | PaddingMode::REFLECT, |
| 111 | PaddingMode::REFLECT, |
| 112 | PaddingMode::REFLECT, |
| 113 | PaddingMode::SYMMETRIC })), |
| 114 | framework::dataset::make("Expected", { false, false, true, true, true, true, false, false, true, false, false, true })), |
| 115 | input_info, output_info, padding, mode, expected) |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 116 | { |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 117 | ARM_COMPUTE_EXPECT(bool(NEPadLayer::validate(&input_info.clone()->set_is_resizable(true), &output_info.clone()->set_is_resizable(true), padding, PixelValue(), mode)) == expected, framework::LogLevel::ERRORS); |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 118 | } |
| 119 | |
| 120 | // clang-format on |
| 121 | // *INDENT-ON* |
| 122 | |
| 123 | template <typename T> |
| 124 | using NEPaddingFixture = PaddingFixture<Tensor, Accessor, NEPadLayer, T>; |
| 125 | |
| 126 | TEST_SUITE(Float) |
| 127 | |
| 128 | TEST_SUITE(FP32) |
| 129 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPaddingFixture<float>, framework::DatasetMode::ALL, |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 130 | combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", { DataType::F32 })), |
| 131 | PaddingSizesDataset), |
| 132 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT }))) |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 133 | { |
| 134 | // Validate output |
| 135 | validate(Accessor(_target), _reference); |
| 136 | } |
| 137 | FIXTURE_DATA_TEST_CASE(RunLarge, NEPaddingFixture<float>, framework::DatasetMode::NIGHTLY, |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 138 | combine(combine(combine(datasets::Large3DShapes(), framework::dataset::make("DataType", { DataType::F32 })), |
| 139 | PaddingSizesDataset), |
| 140 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT, PaddingMode::SYMMETRIC }))) |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 141 | { |
| 142 | // Validate output |
| 143 | validate(Accessor(_target), _reference); |
| 144 | } |
| 145 | TEST_SUITE_END() // FP32 |
| 146 | |
| 147 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 148 | TEST_SUITE(FP16) |
| 149 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPaddingFixture<half>, framework::DatasetMode::ALL, |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 150 | combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", { DataType::F16 })), |
| 151 | PaddingSizesDataset), |
| 152 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT }))) |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 153 | { |
| 154 | // Validate output |
| 155 | validate(Accessor(_target), _reference); |
| 156 | } |
| 157 | FIXTURE_DATA_TEST_CASE(RunLarge, NEPaddingFixture<half>, framework::DatasetMode::NIGHTLY, |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 158 | combine(combine(combine(datasets::Large3DShapes(), framework::dataset::make("DataType", { DataType::F16 })), |
| 159 | PaddingSizesDataset), |
| 160 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT, PaddingMode::SYMMETRIC }))) |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 161 | { |
| 162 | // Validate output |
| 163 | validate(Accessor(_target), _reference); |
| 164 | } |
| 165 | TEST_SUITE_END() // FP16 |
| 166 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 167 | TEST_SUITE_END() // Float |
| 168 | |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 169 | TEST_SUITE(Quantized) |
| 170 | TEST_SUITE(QASYMM8) |
| 171 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPaddingFixture<uint8_t>, framework::DatasetMode::ALL, |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 172 | combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8 })), |
| 173 | PaddingSizesDataset), |
| 174 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT }))) |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 175 | { |
| 176 | // Validate output |
| 177 | validate(Accessor(_target), _reference); |
| 178 | } |
| 179 | FIXTURE_DATA_TEST_CASE(RunLarge, NEPaddingFixture<uint8_t>, framework::DatasetMode::NIGHTLY, |
Usama Arif | 8cf8c11 | 2019-03-14 15:36:54 +0000 | [diff] [blame] | 180 | combine(combine(combine(datasets::Large3DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8 })), |
| 181 | PaddingSizesDataset), |
| 182 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT, PaddingMode::SYMMETRIC }))) |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 183 | { |
| 184 | // Validate output |
| 185 | validate(Accessor(_target), _reference); |
| 186 | } |
| 187 | TEST_SUITE_END() // QASYMM8 |
| 188 | TEST_SUITE_END() // Quantized |
| 189 | |
| 190 | TEST_SUITE_END() // PadLayer |
| 191 | TEST_SUITE_END() // NEON |
| 192 | } // namespace validation |
| 193 | } // namespace test |
| 194 | } // namespace arm_compute |