/* * Copyright (c) 2017-2019 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 data = combine(framework::dataset::make("GradientSize", { 3, 5, 7 }), combine(framework::dataset::make("Normalization", { MagnitudeType::L1NORM, MagnitudeType::L2NORM }), datasets::BorderModes())); } // namespace TEST_SUITE(CL) TEST_SUITE(CannyEdge) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(datasets::Small2DShapes(), data), framework::dataset::make("Format", Format::U8)), shape, gradient_size, normalization, border_mode, format) { CannyEdgeParameters params = canny_edge_parameters(); // Convert normalisation type to integer const auto norm_type = static_cast(normalization) + 1; // Create tensors CLTensor src = create_tensor(shape, data_type_from_format(format)); CLTensor dst = create_tensor(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 using CLCannyEdgeFixture = CannyEdgeValidationFixture; FIXTURE_DATA_TEST_CASE(RunSmall, CLCannyEdgeFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallImageFiles(), data), framework::dataset::make("Format", Format::U8))) { // Validate output validate(CLAccessor(_target), _reference, AbsoluteTolerance(0), allowed_mismatch_ratio); } FIXTURE_DATA_TEST_CASE(RunLarge, CLCannyEdgeFixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeImageFiles(), data), framework::dataset::make("Format", Format::U8))) { // Validate output validate(CLAccessor(_target), _reference, AbsoluteTolerance(0), allowed_mismatch_ratio); } TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute