Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2018-2020 Arm Limited. |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 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/CLScheduler.h" |
| 25 | #include "arm_compute/runtime/CL/functions/CLPadLayer.h" |
| 26 | #include "tests/CL/CLAccessor.h" |
| 27 | #include "tests/Globals.h" |
| 28 | #include "tests/datasets/ShapeDatasets.h" |
| 29 | #include "tests/framework/Macros.h" |
| 30 | #include "tests/framework/datasets/Datasets.h" |
| 31 | #include "tests/validation/Validation.h" |
| 32 | #include "tests/validation/fixtures/PadLayerFixture.h" |
| 33 | #include "utils/TypePrinter.h" |
| 34 | |
| 35 | namespace arm_compute |
| 36 | { |
| 37 | namespace test |
| 38 | { |
| 39 | namespace validation |
| 40 | { |
| 41 | namespace |
| 42 | { |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 43 | const auto PaddingSizesDataset3D = framework::dataset::make("PaddingSize", |
Sheri Zhang | 0de45d0 | 2020-04-17 14:59:13 +0100 | [diff] [blame] | 44 | { |
| 45 | PaddingList{ { 0, 0 } }, |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 46 | PaddingList{ { 1, 1 } }, |
Giorgio Arena | 205eed8 | 2019-08-14 10:13:50 +0100 | [diff] [blame] | 47 | PaddingList{ { 33, 33 } }, |
| 48 | PaddingList{ { 1, 1 }, { 5, 5 } }, |
| 49 | PaddingList{ { 1, 1 }, { 1, 1 }, { 5, 5 } }, |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 50 | PaddingList{ { 0, 0 }, { 1, 0 }, { 0, 1 } }, |
| 51 | PaddingList{ { 0, 0 }, { 0, 0 }, { 0, 0 } } |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 52 | }); |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 53 | const auto PaddingSizesDataset4D = framework::dataset::make("PaddingSize", |
Sheri Zhang | 0de45d0 | 2020-04-17 14:59:13 +0100 | [diff] [blame] | 54 | { |
| 55 | PaddingList{ { 1, 1 }, { 1, 0 }, { 1, 1 }, { 0, 0 } }, |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 56 | PaddingList{ { 0, 0 }, { 0, 0 }, { 0, 0 }, { 1, 1 } }, |
| 57 | PaddingList{ { 0, 1 }, { 1, 0 }, { 2, 2 }, { 1, 0 } }, |
| 58 | PaddingList{ { 1, 1 }, { 1, 1 }, { 1, 1 }, { 3, 3 } } |
| 59 | }); |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 60 | } // namespace |
| 61 | |
| 62 | TEST_SUITE(CL) |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 63 | TEST_SUITE(PadLayer) |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 64 | |
| 65 | // *INDENT-OFF* |
| 66 | // clang-format off |
| 67 | |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 68 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 69 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching data type input/output |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 70 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching shapes with padding |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 71 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 72 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Invalid number of pad dimensions |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 73 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching shapes dimension |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 74 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 75 | TensorInfo(TensorShape(32U, 13U), 1, DataType::F32) // Invalid padding list |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 76 | }), |
| 77 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16), |
| 78 | TensorInfo(TensorShape(28U, 11U, 2U), 1, DataType::F32), |
| 79 | TensorInfo(TensorShape(29U, 17U, 2U), 1, DataType::F32), |
| 80 | TensorInfo(TensorShape(29U, 15U, 4U, 3U), 1, DataType::F32), |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 81 | TensorInfo(TensorShape(29U, 15U, 4U, 3U), 1, DataType::F32), |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 82 | TensorInfo(TensorShape(29U, 17U, 2U), 1, DataType::F32), |
| 83 | TensorInfo(TensorShape(32U, 13U), 1, DataType::F32) |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 84 | })), |
| 85 | framework::dataset::make("PaddingSize", { PaddingList{{0, 0}}, |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 86 | PaddingList{{1, 1}}, |
| 87 | PaddingList{{1, 1}, {2, 2}}, |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 88 | PaddingList{{1,1}, {1,1}, {1,1}, {1,1}}, |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 89 | PaddingList{{1,1}, {1,1}, {1,1}}, |
| 90 | PaddingList{{1, 1}, {2, 2}}, |
| 91 | PaddingList{{0,0}, {0,0}, {1,1}} |
| 92 | })), |
| 93 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, |
| 94 | PaddingMode::CONSTANT, |
| 95 | PaddingMode::CONSTANT, |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 96 | PaddingMode::CONSTANT, |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 97 | PaddingMode::SYMMETRIC, |
| 98 | PaddingMode::REFLECT, |
| 99 | PaddingMode::REFLECT |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 100 | })), |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 101 | framework::dataset::make("Expected", { false, |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 102 | false, |
| 103 | true, |
| 104 | false, |
| 105 | false, |
| 106 | true, |
| 107 | false })), |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 108 | input_info, output_info, padding, mode, expected) |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 109 | { |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 110 | ARM_COMPUTE_EXPECT(bool(CLPadLayer::validate(&input_info.clone()->set_is_resizable(true), &output_info.clone()->set_is_resizable(true), padding, PixelValue(), mode)) == expected, framework::LogLevel::ERRORS); |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 111 | } |
| 112 | |
| 113 | // clang-format on |
| 114 | // *INDENT-ON* |
| 115 | |
| 116 | template <typename T> |
| 117 | using CLPaddingFixture = PaddingFixture<CLTensor, CLAccessor, CLPadLayer, T>; |
| 118 | |
| 119 | TEST_SUITE(Float) |
| 120 | |
| 121 | TEST_SUITE(FP32) |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 122 | FIXTURE_DATA_TEST_CASE(RunSmall, CLPaddingFixture<float>, framework::DatasetMode::ALL, |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 123 | combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", { DataType::F32 })), PaddingSizesDataset3D), |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 124 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT, PaddingMode::SYMMETRIC }))) |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 125 | { |
| 126 | // Validate output |
| 127 | validate(CLAccessor(_target), _reference); |
| 128 | } |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 129 | FIXTURE_DATA_TEST_CASE(RunSmall4D, CLPaddingFixture<float>, framework::DatasetMode::ALL, |
| 130 | combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", { DataType::F32 })), PaddingSizesDataset4D), |
| 131 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT }))) |
| 132 | { |
| 133 | // Validate output |
| 134 | validate(CLAccessor(_target), _reference); |
| 135 | } |
Giorgio Arena | 205eed8 | 2019-08-14 10:13:50 +0100 | [diff] [blame] | 136 | FIXTURE_DATA_TEST_CASE(RunLarge, CLPaddingFixture<float>, framework::DatasetMode::NIGHTLY, |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 137 | combine(combine(combine(datasets::Large3DShapes(), framework::dataset::make("DataType", { DataType::F32 })), PaddingSizesDataset3D), |
Giorgio Arena | 205eed8 | 2019-08-14 10:13:50 +0100 | [diff] [blame] | 138 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT, PaddingMode::SYMMETRIC }))) |
| 139 | { |
| 140 | // Validate output |
| 141 | validate(CLAccessor(_target), _reference); |
| 142 | } |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 143 | TEST_SUITE_END() // FP32 |
| 144 | |
| 145 | TEST_SUITE(FP16) |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 146 | FIXTURE_DATA_TEST_CASE(RunLarge, CLPaddingFixture<half>, framework::DatasetMode::NIGHTLY, |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 147 | combine(combine(combine(datasets::Large3DShapes(), framework::dataset::make("DataType", { DataType::F16 })), PaddingSizesDataset3D), |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 148 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT }))) |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 149 | { |
| 150 | // Validate output |
| 151 | validate(CLAccessor(_target), _reference); |
| 152 | } |
| 153 | TEST_SUITE_END() // FP16 |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 154 | TEST_SUITE_END() // Float |
| 155 | |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 156 | TEST_SUITE(Quantized) |
| 157 | TEST_SUITE(QASYMM8) |
| 158 | FIXTURE_DATA_TEST_CASE(RunSmall, CLPaddingFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 159 | combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8 })), PaddingSizesDataset3D), |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 160 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT }))) |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 161 | { |
| 162 | // Validate output |
| 163 | validate(CLAccessor(_target), _reference); |
| 164 | } |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 165 | FIXTURE_DATA_TEST_CASE(RunSmall4D, CLPaddingFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, |
| 166 | combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8 })), PaddingSizesDataset4D), |
| 167 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT }))) |
| 168 | { |
| 169 | // Validate output |
| 170 | validate(CLAccessor(_target), _reference); |
| 171 | } |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 172 | FIXTURE_DATA_TEST_CASE(RunLarge, CLPaddingFixture<uint8_t>, framework::DatasetMode::NIGHTLY, |
Matthew Jackson | c2a6059 | 2019-08-30 15:19:42 +0100 | [diff] [blame] | 173 | combine(combine(combine(datasets::Large3DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8 })), PaddingSizesDataset3D), |
Manuel Bottini | 60f3911 | 2019-03-18 15:25:15 +0000 | [diff] [blame] | 174 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT }))) |
giuros01 | 88b8362 | 2018-09-19 18:38:48 +0100 | [diff] [blame] | 175 | { |
| 176 | // Validate output |
| 177 | validate(CLAccessor(_target), _reference); |
| 178 | } |
| 179 | TEST_SUITE_END() // QASYMM8 |
Sheri Zhang | 0de45d0 | 2020-04-17 14:59:13 +0100 | [diff] [blame] | 180 | |
| 181 | TEST_SUITE(QASYMM8_SIGNED) |
| 182 | FIXTURE_DATA_TEST_CASE(RunSmall, CLPaddingFixture<int8_t>, framework::DatasetMode::PRECOMMIT, |
| 183 | combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED })), PaddingSizesDataset3D), |
| 184 | framework::dataset::make("PaddingMode", { PaddingMode::CONSTANT, PaddingMode::REFLECT }))) |
| 185 | { |
| 186 | // Validate output |
| 187 | validate(CLAccessor(_target), _reference); |
| 188 | } |
| 189 | TEST_SUITE_END() // QASYMM8_SIGNED |
| 190 | |
giuros01 | 88b8362 | 2018-09-19 18:38:48 +0100 | [diff] [blame] | 191 | TEST_SUITE_END() // Quantized |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 192 | |
Georgios Pinitas | dea2d2d | 2018-12-19 16:23:17 +0000 | [diff] [blame] | 193 | TEST_SUITE_END() // PadLayer |
Giuseppe Rossini | d7647d4 | 2018-07-17 18:13:13 +0100 | [diff] [blame] | 194 | TEST_SUITE_END() // CL |
| 195 | } // namespace validation |
| 196 | } // namespace test |
| 197 | } // namespace arm_compute |