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Diffstat (limited to 'tests/validation/CL')
-rw-r--r-- | tests/validation/CL/CannyEdge.cpp | 127 |
1 files changed, 127 insertions, 0 deletions
diff --git a/tests/validation/CL/CannyEdge.cpp b/tests/validation/CL/CannyEdge.cpp new file mode 100644 index 0000000000..7aa178adba --- /dev/null +++ b/tests/validation/CL/CannyEdge.cpp @@ -0,0 +1,127 @@ +/* + * Copyright (c) 2017-2018 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/core/Types.h" +#include "arm_compute/runtime/CL/CLTensor.h" +#include "arm_compute/runtime/CL/CLTensorAllocator.h" +#include "arm_compute/runtime/CL/functions/CLCannyEdge.h" +#include "tests/CL/CLAccessor.h" +#include "tests/CL/CLArrayAccessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/BorderModeDataset.h" +#include "tests/datasets/ImageFileDatasets.h" +#include "tests/datasets/ShapeDatasets.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Macros.h" +#include "tests/framework/datasets/Datasets.h" +#include "tests/validation/Validation.h" +#include "tests/validation/fixtures/CannyEdgeFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +/* Allowed ratio of mismatches between target and reference (1.0 = 100%) */ +const float allowed_mismatch_ratio = 0.1f; + +const auto use_fp16 = framework::dataset::make("UseFP16", { false }); + +const auto data = combine(framework::dataset::make("GradientSize", { 3, 5, 7 }), + combine(framework::dataset::make("Normalization", { MagnitudeType::L1NORM, MagnitudeType::L2NORM }), combine(datasets::BorderModes(), use_fp16))); +} // namespace + +TEST_SUITE(CL) +TEST_SUITE(CannyEdge) + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), data), framework::dataset::make("Format", Format::U8)), + shape, gradient_size, normalization, border_mode, use_fp16, format) +{ + ARM_COMPUTE_UNUSED(use_fp16); + ARM_COMPUTE_ERROR_ON(use_fp16); + + CannyEdgeParameters params = canny_edge_parameters(); + // Convert normalisation type to integer + const auto norm_type = static_cast<int>(normalization) + 1; + + // Create tensors + CLTensor src = create_tensor<CLTensor>(shape, data_type_from_format(format)); + CLTensor dst = create_tensor<CLTensor>(shape, data_type_from_format(format)); + src.info()->set_format(format); + dst.info()->set_format(format); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create Canny edge configure function + CLCannyEdge canny_edge; + canny_edge.configure(&src, &dst, params.upper_thresh, params.lower_thresh, gradient_size, norm_type, border_mode, params.constant_border_value); + + // Validate valid region + validate(src.info()->valid_region(), shape_to_valid_region(shape, (BorderMode::UNDEFINED == border_mode))); + + //TODO(COMPMID-568): dst region validation fails when Shape=7x7 and GradientSize=7 and BorderMode=UNDEFINED (integer underflow) + if(!(shape == TensorShape{ 7u, 7u } && gradient_size == 7 && border_mode == BorderMode::UNDEFINED)) + { + validate(dst.info()->valid_region(), shape_to_valid_region(shape, (BorderMode::UNDEFINED == border_mode), BorderSize(gradient_size / 2 + 1))); + } + + // Validate padding + PaddingCalculator calculator(shape.x(), 1); + calculator.set_border_mode(border_mode); + calculator.set_border_size(1); + const PaddingSize dst_padding = calculator.required_padding(); + + calculator.set_border_size(gradient_size / 2); + calculator.set_access_offset(-gradient_size / 2); + calculator.set_accessed_elements(16); + calculator.set_processed_elements(8); + const PaddingSize src_padding = calculator.required_padding(); + + validate(src.info()->padding(), src_padding); + validate(dst.info()->padding(), dst_padding); +} + +template <typename T> +using CLCannyEdgeFixture = CannyEdgeValidationFixture<CLTensor, CLAccessor, CLKeyPointArray, CLCannyEdge, T>; + +FIXTURE_DATA_TEST_CASE(RunSmall, CLCannyEdgeFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallImageFiles(), data), framework::dataset::make("Format", Format::U8))) +{ + // Validate output + validate(CLAccessor(_target), _reference, AbsoluteTolerance<uint8_t>(0), allowed_mismatch_ratio); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLCannyEdgeFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeImageFiles(), data), framework::dataset::make("Format", Format::U8))) +{ + // Validate output + validate(CLAccessor(_target), _reference, AbsoluteTolerance<uint8_t>(0), allowed_mismatch_ratio); +} + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute |