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Diffstat (limited to 'tests/validation/CL/ROIAlignLayer.cpp')
| -rw-r--r-- | tests/validation/CL/ROIAlignLayer.cpp | 104 |
1 files changed, 104 insertions, 0 deletions
diff --git a/tests/validation/CL/ROIAlignLayer.cpp b/tests/validation/CL/ROIAlignLayer.cpp new file mode 100644 index 0000000000..8be16b4ad1 --- /dev/null +++ b/tests/validation/CL/ROIAlignLayer.cpp @@ -0,0 +1,104 @@ +/* + * Copyright (c) 2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/runtime/CL/CLScheduler.h" +#include "arm_compute/runtime/CL/functions/CLROIAlignLayer.h" +#include "tests/CL/CLAccessor.h" +#include "tests/CL/CLArrayAccessor.h" +#include "tests/Globals.h" +#include "tests/datasets/ROIPoolingLayerDataset.h" +#include "tests/datasets/ShapeDatasets.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/ROIAlignLayerFixture.h" +#include "utils/TypePrinter.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +RelativeTolerance<float> relative_tolerance_f32(0.01f); +RelativeTolerance<float> absolute_tolerance_f32(0.001f); +} // namespace + +TEST_SUITE(CL) +TEST_SUITE(RoiAlign) + +// *INDENT-OFF* +// clang-format off +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( + framework::dataset::make("InputInfo", { TensorInfo(TensorShape(250U, 128U, 3U), 1, DataType::F32), + TensorInfo(TensorShape(250U, 128U, 3U), 1, DataType::F32), // Mismatching data type input/output + TensorInfo(TensorShape(250U, 128U, 2U), 1, DataType::F32), // Mismatching depth size input/output + TensorInfo(TensorShape(250U, 128U, 2U), 1, DataType::F32), // Mismatching number of rois and output batch size + TensorInfo(TensorShape(250U, 128U, 2U), 1, DataType::F32), // Mismatching height and width input/output + + }), + framework::dataset::make("NumRois", { 3U, 3U, 4U, 10U, 4U})), + framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(7U, 7U, 3U, 3U), 1, DataType::F32), + TensorInfo(TensorShape(7U, 7U, 3U, 3U), 1, DataType::F16), + TensorInfo(TensorShape(7U, 7U, 4U, 3U), 1, DataType::F32), + TensorInfo(TensorShape(7U, 7U, 2U, 3U), 1, DataType::F32), + TensorInfo(TensorShape(5U, 5U, 2U, 4U), 1, DataType::F32), + })), + framework::dataset::make("PoolInfo", { ROIPoolingLayerInfo(7U, 7U, 1./8), + ROIPoolingLayerInfo(7U, 7U, 1./8), + ROIPoolingLayerInfo(7U, 7U, 1./8), + ROIPoolingLayerInfo(7U, 7U, 1./8), + ROIPoolingLayerInfo(7U, 7U, 1./8), + })), + framework::dataset::make("Expected", { true, false, false, false, false })), + input_info, num_rois, output_info, pool_info, expected) +{ + ARM_COMPUTE_EXPECT(bool(CLROIAlignLayer::validate(&input_info.clone()->set_is_resizable(true), num_rois, &output_info.clone()->set_is_resizable(true), pool_info)) == expected, framework::LogLevel::ERRORS); +} +// clang-format on +// *INDENT-ON* + +template <typename T> +using CLROIAlignLayerFixture = ROIAlignLayerFixture<CLTensor, CLAccessor, CLROIAlignLayer, CLArray<ROI>, CLArrayAccessor<ROI>, T>; + +TEST_SUITE(Float) +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(SmallROIAlignLayer, CLROIAlignLayerFixture<float>, framework::DatasetMode::ALL, + framework::dataset::combine(framework::dataset::combine(datasets::SmallROIPoolingLayerDataset(), + framework::dataset::make("DataType", { DataType::F32 })), + framework::dataset::make("Batches", { 1, 4, 8 }))) +{ + // Validate output + validate(CLAccessor(_target), _reference, relative_tolerance_f32, 0.f, absolute_tolerance_f32); +} +TEST_SUITE_END() // FP32 + +TEST_SUITE_END() // Float + +TEST_SUITE_END() // RoiAlign +TEST_SUITE_END() // CL +} // namespace validation +} // namespace test +} // namespace arm_compute |