George Wort | 894066d | 2019-02-15 15:12:52 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 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/CL/CLTensor.h" |
| 26 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 27 | #include "arm_compute/runtime/CL/functions/CLCropResize.h" |
| 28 | |
| 29 | #include "tests/CL/CLAccessor.h" |
| 30 | #include "tests/datasets/CropResizeDataset.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/CropResizeFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | TEST_SUITE(CL) |
| 44 | TEST_SUITE(CropResize) |
| 45 | |
| 46 | RelativeTolerance<float> tolerance_fp32(0.001f); |
| 47 | |
| 48 | template <typename T> |
| 49 | using CLCropResizeFixture = CropResizeFixture<CLTensor, CLAccessor, CLCropResize, T>; |
| 50 | |
| 51 | // *INDENT-OFF* |
| 52 | // clang-format off |
| 53 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| 54 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), |
| 55 | TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::U8), // Invalid input data type. |
| 56 | TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid box_ind shape. |
| 57 | TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output shape. |
| 58 | TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output data type. |
| 59 | TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid output shape. |
| 60 | TensorInfo(TensorShape(15U, 30U, 40U, 10U), 1, DataType::S32), // Invalid boxes shape. |
| 61 | }), |
| 62 | framework::dataset::make("BoxesInfo",{ TensorInfo(TensorShape(4, 20), 1, DataType::F32), |
| 63 | TensorInfo(TensorShape(4, 20), 1, DataType::F32), |
| 64 | TensorInfo(TensorShape(4, 20), 1, DataType::F32), |
| 65 | TensorInfo(TensorShape(4, 20), 1, DataType::F32), |
| 66 | TensorInfo(TensorShape(4, 20), 1, DataType::F32), |
| 67 | TensorInfo(TensorShape(4, 20), 1, DataType::F32), |
| 68 | TensorInfo(TensorShape(3, 20), 1, DataType::F32), |
| 69 | })), |
| 70 | framework::dataset::make("BoxIndInfo",{ TensorInfo(TensorShape(20), 1, DataType::S32), |
| 71 | TensorInfo(TensorShape(20), 1, DataType::S32), |
| 72 | TensorInfo(TensorShape(10), 1, DataType::S32), |
| 73 | TensorInfo(TensorShape(20), 1, DataType::S32), |
| 74 | TensorInfo(TensorShape(20), 1, DataType::S32), |
| 75 | TensorInfo(TensorShape(20), 1, DataType::S32), |
| 76 | TensorInfo(TensorShape(20), 1, DataType::S32), |
| 77 | })), |
| 78 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32), |
| 79 | TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32), |
| 80 | TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32), |
| 81 | TensorInfo(TensorShape(15U, 5, 5, 10U), 1, DataType::F32), |
| 82 | TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::S32), |
| 83 | TensorInfo(TensorShape(5U, 5, 5, 20U), 1, DataType::F32), |
| 84 | TensorInfo(TensorShape(15U, 5, 5, 20U), 1, DataType::F32), |
| 85 | })), |
| 86 | framework::dataset::make("Expected", { true, false, false, false, false, false, false})), |
| 87 | input, boxes, box_ind, output, expected) |
| 88 | { |
| 89 | ARM_COMPUTE_EXPECT(bool(CLCropResize::validate(&input.clone()->set_data_layout(DataLayout::NHWC).set_is_resizable(false), |
| 90 | &boxes.clone()->set_is_resizable(false), |
| 91 | &box_ind.clone()->set_is_resizable(false), |
| 92 | &output.clone()->set_data_layout(DataLayout::NHWC).set_is_resizable(false), |
| 93 | Coordinates2D{ 5, 5 }, InterpolationPolicy::BILINEAR, 100)) == expected, framework::LogLevel::ERRORS); |
| 94 | } |
| 95 | // clang-format on |
| 96 | // *INDENT-ON* |
| 97 | |
| 98 | TEST_SUITE(Float) |
| 99 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 100 | TEST_SUITE(F16) |
| 101 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 102 | CLCropResizeFixture<half>, |
| 103 | framework::DatasetMode::PRECOMMIT, |
| 104 | combine(datasets::SmallCropResizeDataset(), |
| 105 | combine(framework::dataset::make("IsOutOfBounds", { true, false }), |
| 106 | framework::dataset::make("DataType", DataType::F16)))) |
| 107 | { |
| 108 | // Validate output |
| 109 | validate(CLAccessor(_target), _reference, tolerance_fp32, 0.01); |
| 110 | } |
| 111 | TEST_SUITE_END() // F16 |
| 112 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 113 | |
| 114 | TEST_SUITE(F32) |
| 115 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 116 | CLCropResizeFixture<float>, |
| 117 | framework::DatasetMode::PRECOMMIT, |
| 118 | combine(datasets::SmallCropResizeDataset(), |
| 119 | combine(framework::dataset::make("IsOutOfBounds", { true, false }), |
| 120 | framework::dataset::make("DataType", DataType::F32)))) |
| 121 | { |
| 122 | // Validate output |
| 123 | validate(CLAccessor(_target), _reference, tolerance_fp32, 0.01); |
| 124 | } |
| 125 | TEST_SUITE_END() // F32 |
| 126 | TEST_SUITE_END() // Float |
| 127 | |
| 128 | TEST_SUITE(U16) |
| 129 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 130 | CLCropResizeFixture<uint16_t>, |
| 131 | framework::DatasetMode::PRECOMMIT, |
| 132 | combine(datasets::SmallCropResizeDataset(), |
| 133 | combine(framework::dataset::make("IsOutOfBounds", { true, false }), |
| 134 | framework::dataset::make("DataType", DataType::U16)))) |
| 135 | { |
| 136 | // Validate output |
| 137 | validate(CLAccessor(_target), _reference, tolerance_fp32, 0.01); |
| 138 | } |
| 139 | TEST_SUITE_END() // U16 |
| 140 | |
| 141 | TEST_SUITE(S16) |
| 142 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 143 | CLCropResizeFixture<int16_t>, |
| 144 | framework::DatasetMode::PRECOMMIT, |
| 145 | combine(datasets::SmallCropResizeDataset(), |
| 146 | combine(framework::dataset::make("IsOutOfBounds", { true, false }), |
| 147 | framework::dataset::make("DataType", DataType::S16)))) |
| 148 | { |
| 149 | // Validate output |
| 150 | validate(CLAccessor(_target), _reference, tolerance_fp32, 0.01); |
| 151 | } |
| 152 | TEST_SUITE_END() // S16 |
| 153 | |
| 154 | TEST_SUITE(U32) |
| 155 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 156 | CLCropResizeFixture<uint32_t>, |
| 157 | framework::DatasetMode::PRECOMMIT, |
| 158 | combine(datasets::SmallCropResizeDataset(), |
| 159 | combine(framework::dataset::make("IsOutOfBounds", { true, false }), |
| 160 | framework::dataset::make("DataType", DataType::U32)))) |
| 161 | { |
| 162 | // Validate output |
| 163 | validate(CLAccessor(_target), _reference, tolerance_fp32, 0.01); |
| 164 | } |
| 165 | TEST_SUITE_END() // U32 |
| 166 | |
| 167 | TEST_SUITE(S32) |
| 168 | FIXTURE_DATA_TEST_CASE(RunSmall, |
| 169 | CLCropResizeFixture<int32_t>, |
| 170 | framework::DatasetMode::PRECOMMIT, |
| 171 | combine(datasets::SmallCropResizeDataset(), |
| 172 | combine(framework::dataset::make("IsOutOfBounds", { true, false }), |
| 173 | framework::dataset::make("DataType", DataType::S32)))) |
| 174 | { |
| 175 | // Validate output |
| 176 | validate(CLAccessor(_target), _reference, tolerance_fp32, 0.01); |
| 177 | } |
| 178 | TEST_SUITE_END() // S32 |
| 179 | |
| 180 | TEST_SUITE_END() // CropResize |
| 181 | TEST_SUITE_END() // CL |
| 182 | } // namespace validation |
| 183 | } // namespace test |
| 184 | } // namespace arm_compute |