Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [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 | |
| 26 | #include "arm_compute/runtime/NEON/functions/NEBoundingBoxTransform.h" |
| 27 | #include "arm_compute/runtime/Tensor.h" |
| 28 | #include "arm_compute/runtime/TensorAllocator.h" |
| 29 | #include "tests/Globals.h" |
| 30 | #include "tests/NEON/Accessor.h" |
| 31 | #include "tests/datasets/ShapeDatasets.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/BoundingBoxTransformFixture.h" |
| 36 | #include "utils/TypePrinter.h" |
| 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
| 44 | namespace |
| 45 | { |
| 46 | RelativeTolerance<float> relative_tolerance_f32(0.01f); |
| 47 | AbsoluteTolerance<float> absolute_tolerance_f32(0.001f); |
| 48 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 49 | RelativeTolerance<half> relative_tolerance_f16(half(0.2)); |
| 50 | AbsoluteTolerance<float> absolute_tolerance_f16(half(0.02f)); |
| 51 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 52 | |
Pablo Tello | ffd31de | 2019-09-04 13:38:14 +0100 | [diff] [blame] | 53 | constexpr AbsoluteTolerance<uint16_t> tolerance_qasymm16(1); |
| 54 | |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 55 | // *INDENT-OFF* |
| 56 | // clang-format off |
| 57 | const auto BboxInfoDataset = framework::dataset::make("BboxInfo", { BoundingBoxTransformInfo(20U, 20U, 2U, true), |
| 58 | BoundingBoxTransformInfo(128U, 128U, 4U, true), |
| 59 | BoundingBoxTransformInfo(800U, 600U, 1U, false), |
| 60 | BoundingBoxTransformInfo(800U, 600U, 2U, true, { { 1.0, 0.5, 1.5, 2.0 } }), |
| 61 | BoundingBoxTransformInfo(800U, 600U, 4U, false, { { 1.0, 0.5, 1.5, 2.0 } }), |
| 62 | BoundingBoxTransformInfo(800U, 600U, 4U, false, { { 1.0, 0.5, 1.5, 2.0 } }, true) |
| 63 | }); |
| 64 | |
| 65 | const auto DeltaDataset = framework::dataset::make("DeltasShape", { TensorShape(36U, 1U), |
| 66 | TensorShape(36U, 2U), |
| 67 | TensorShape(36U, 2U), |
| 68 | TensorShape(40U, 1U), |
| 69 | TensorShape(40U, 20U), |
| 70 | TensorShape(40U, 100U), |
| 71 | TensorShape(40U, 200U) |
| 72 | }); |
| 73 | // clang-format on |
| 74 | // *INDENT-ON* |
| 75 | } // namespace |
| 76 | |
| 77 | TEST_SUITE(NEON) |
| 78 | TEST_SUITE(BBoxTransform) |
| 79 | |
| 80 | // *INDENT-OFF* |
| 81 | // clang-format off |
| 82 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| 83 | framework::dataset::make("BoxesInfo", { TensorInfo(TensorShape(4U, 128U), 1, DataType::F32), |
| 84 | TensorInfo(TensorShape(5U, 128U), 1, DataType::F32), // Wrong number of box fields |
| 85 | TensorInfo(TensorShape(4U, 128U), 1, DataType::F16), // Wrong data type |
| 86 | TensorInfo(TensorShape(4U, 128U), 1, DataType::F32), // Wrong number of classes |
| 87 | TensorInfo(TensorShape(4U, 128U), 1, DataType::F32), // Deltas and predicted boxes have different dimensions |
| 88 | TensorInfo(TensorShape(4U, 128U), 1, DataType::F32)}), // Scaling is zero |
| 89 | framework::dataset::make("PredBoxesInfo",{ TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), |
| 90 | TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), |
| 91 | TensorInfo(TensorShape(127U, 128U), 1, DataType::F32), |
| 92 | TensorInfo(TensorShape(128U, 100U), 1, DataType::F32), |
| 93 | TensorInfo(TensorShape(128U, 100U), 1, DataType::F32), |
| 94 | TensorInfo(TensorShape(128U, 128U), 1, DataType::F32)})), |
| 95 | framework::dataset::make("DeltasInfo", { TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), |
| 96 | TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), |
| 97 | TensorInfo(TensorShape(127U, 128U), 1, DataType::F32), |
| 98 | TensorInfo(TensorShape(128U, 100U), 1, DataType::F32), |
| 99 | TensorInfo(TensorShape(128U, 128U), 1, DataType::F32), |
| 100 | TensorInfo(TensorShape(128U, 128U), 1, DataType::F32)})), |
| 101 | framework::dataset::make("BoundingBoxTransofmInfo", { BoundingBoxTransformInfo(800.f, 600.f, 1.f), |
| 102 | BoundingBoxTransformInfo(800.f, 600.f, 1.f), |
| 103 | BoundingBoxTransformInfo(800.f, 600.f, 1.f), |
| 104 | BoundingBoxTransformInfo(800.f, 600.f, 1.f), |
| 105 | BoundingBoxTransformInfo(800.f, 600.f, 0.f)})), |
| 106 | framework::dataset::make("Expected", { true, false, false, false, false, false})), |
| 107 | boxes_info, pred_boxes_info, deltas_info, bbox_info, expected) |
| 108 | { |
| 109 | ARM_COMPUTE_EXPECT(bool(NEBoundingBoxTransform::validate(&boxes_info.clone()->set_is_resizable(true), &pred_boxes_info.clone()->set_is_resizable(true), &deltas_info.clone()->set_is_resizable(true), bbox_info)) == expected, framework::LogLevel::ERRORS); |
| 110 | } |
| 111 | // clang-format on |
| 112 | // *INDENT-ON* |
| 113 | |
| 114 | template <typename T> |
| 115 | using NEBoundingBoxTransformFixture = BoundingBoxTransformFixture<Tensor, Accessor, NEBoundingBoxTransform, T>; |
| 116 | |
| 117 | TEST_SUITE(Float) |
| 118 | TEST_SUITE(FP32) |
| 119 | FIXTURE_DATA_TEST_CASE(BoundingBox, NEBoundingBoxTransformFixture<float>, framework::DatasetMode::ALL, |
| 120 | combine(combine(DeltaDataset, BboxInfoDataset), framework::dataset::make("DataType", { DataType::F32 }))) |
| 121 | { |
| 122 | // Validate output |
| 123 | validate(Accessor(_target), _reference, relative_tolerance_f32, 0.f, absolute_tolerance_f32); |
| 124 | } |
| 125 | TEST_SUITE_END() // FP32 |
| 126 | |
| 127 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 128 | TEST_SUITE(FP16) |
| 129 | FIXTURE_DATA_TEST_CASE(BoundingBox, NEBoundingBoxTransformFixture<half>, framework::DatasetMode::ALL, |
| 130 | combine(combine(DeltaDataset, BboxInfoDataset), framework::dataset::make("DataType", { DataType::F16 }))) |
| 131 | { |
| 132 | // Validate output |
| 133 | validate(Accessor(_target), _reference, relative_tolerance_f16, 0.03f, absolute_tolerance_f16); |
| 134 | } |
| 135 | TEST_SUITE_END() // FP16 |
| 136 | #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 137 | |
| 138 | TEST_SUITE_END() // Float |
| 139 | |
Pablo Tello | ffd31de | 2019-09-04 13:38:14 +0100 | [diff] [blame] | 140 | TEST_SUITE(Quantized) |
| 141 | TEST_SUITE(QASYMM16) |
| 142 | template <typename T> |
| 143 | using NEBoundingBoxTransformQuantizedFixture = BoundingBoxTransformQuantizedFixture<Tensor, Accessor, NEBoundingBoxTransform, T>; |
| 144 | |
| 145 | FIXTURE_DATA_TEST_CASE(BoundingBox, NEBoundingBoxTransformQuantizedFixture<uint16_t>, framework::DatasetMode::ALL, |
| 146 | combine(combine(combine(DeltaDataset, BboxInfoDataset), framework::dataset::make("DataType", { DataType::QASYMM16 })), |
| 147 | framework::dataset::make("DeltasQuantInfo", { QuantizationInfo(0.125f, 0) }))) |
| 148 | { |
| 149 | // Validate output |
| 150 | validate(Accessor(_target), _reference, tolerance_qasymm16); |
| 151 | } |
| 152 | TEST_SUITE_END() // QASYMM16 |
| 153 | TEST_SUITE_END() // Quantized |
| 154 | |
Pablo Tello | ed0e35b | 2019-08-30 14:44:52 +0100 | [diff] [blame] | 155 | TEST_SUITE_END() // BBoxTransform |
| 156 | TEST_SUITE_END() // NEON |
| 157 | } // namespace validation |
| 158 | } // namespace test |
| 159 | } // namespace arm_compute |