Michalis Spyrou | 6c7c38e | 2018-08-29 16:28:11 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2018 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/CLPriorBoxLayer.h" |
| 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/PriorBoxLayerDataset.h" |
| 31 | #include "tests/datasets/ShapeDatasets.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Macros.h" |
| 34 | #include "tests/framework/datasets/Datasets.h" |
| 35 | #include "tests/validation/Helpers.h" |
| 36 | #include "tests/validation/Validation.h" |
| 37 | #include "tests/validation/fixtures/PriorBoxLayerFixture.h" |
| 38 | |
| 39 | namespace arm_compute |
| 40 | { |
| 41 | namespace test |
| 42 | { |
| 43 | namespace validation |
| 44 | { |
| 45 | namespace |
| 46 | { |
| 47 | constexpr AbsoluteTolerance<float> tolerance_f32(0.00001f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ |
| 48 | } // namespace |
| 49 | |
| 50 | TEST_SUITE(CL) |
| 51 | TEST_SUITE(PriorBoxLayer) |
| 52 | |
| 53 | template <typename T> |
| 54 | using CLPriorBoxLayerFixture = PriorBoxLayerValidationFixture<CLTensor, CLAccessor, CLPriorBoxLayer, T>; |
| 55 | |
| 56 | // *INDENT-OFF* |
| 57 | // clang-format off |
| 58 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| 59 | framework::dataset::make("Input1Info", { TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), |
| 60 | TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), // Window shrink |
| 61 | }), |
| 62 | framework::dataset::make("Input2Info", { TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), |
| 63 | TensorInfo(TensorShape(10U, 10U, 2U), 1, DataType::F32), |
| 64 | })), |
| 65 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(1200U, 2U), 1, DataType::F32), |
| 66 | TensorInfo(TensorShape(1000U, 2U), 1, DataType::F32), |
| 67 | })), |
| 68 | framework::dataset::make("PriorBoxInfo",{ PriorBoxLayerInfo(std::vector<float>(1), std::vector<float>(1), 0, true, true, std::vector<float>(1), std::vector<float>(1), Coordinates2D{8, 8}, std::array<float, 2>()), |
| 69 | PriorBoxLayerInfo(std::vector<float>(1), std::vector<float>(1), 0, true, true, std::vector<float>(1), std::vector<float>(1), Coordinates2D{8, 8}, std::array<float, 2>()), |
| 70 | })), |
| 71 | framework::dataset::make("Expected", { true, false})), |
| 72 | input1_info, input2_info, output_info, info, expected) |
| 73 | { |
| 74 | bool has_error = bool(CLPriorBoxLayer::validate(&input1_info.clone()->set_is_resizable(false), &input2_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), info)); |
| 75 | ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS); |
| 76 | } |
| 77 | // clang-format on |
| 78 | // *INDENT-ON* |
| 79 | |
| 80 | TEST_SUITE(Float) |
| 81 | TEST_SUITE(FP32) |
| 82 | FIXTURE_DATA_TEST_CASE(RunSmall, CLPriorBoxLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallPriorBoxLayerDataset(), |
| 83 | framework::dataset::make("DataType", DataType::F32)), |
| 84 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
| 85 | { |
| 86 | // Validate output |
| 87 | validate(CLAccessor(_target), _reference, tolerance_f32, 0); |
| 88 | } |
| 89 | FIXTURE_DATA_TEST_CASE(RunLarge, CLPriorBoxLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargePriorBoxLayerDataset(), |
| 90 | framework::dataset::make("DataType", DataType::F32)), |
| 91 | framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC }))) |
| 92 | { |
| 93 | // Validate output |
| 94 | validate(CLAccessor(_target), _reference, tolerance_f32, 0); |
| 95 | } |
| 96 | TEST_SUITE_END() // Float |
| 97 | TEST_SUITE_END() // FP32 |
| 98 | |
| 99 | TEST_SUITE_END() // PriorBoxLayer |
| 100 | TEST_SUITE_END() // CL |
| 101 | } // namespace validation |
| 102 | } // namespace test |
| 103 | } // namespace arm_compute |