From 7655a67384895868c0afa72bfda9a9b2fcfdf323 Mon Sep 17 00:00:00 2001 From: Moritz Pflanzer Date: Sat, 23 Sep 2017 11:57:33 +0100 Subject: COMPMID-507: Move Sobel to new validation Change-Id: Ic0a9dbd8e646abbf8d9ea52e497a5fe60e499cc7 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88883 Tested-by: Kaizen Reviewed-by: Anthony Barbier --- tests/validation/CL/Sobel.cpp | 283 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 283 insertions(+) create mode 100644 tests/validation/CL/Sobel.cpp (limited to 'tests/validation/CL/Sobel.cpp') diff --git a/tests/validation/CL/Sobel.cpp b/tests/validation/CL/Sobel.cpp new file mode 100644 index 0000000000..cde93e77a9 --- /dev/null +++ b/tests/validation/CL/Sobel.cpp @@ -0,0 +1,283 @@ +/* + * Copyright (c) 2017 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/CLSobel3x3.h" +#include "arm_compute/runtime/CL/functions/CLSobel5x5.h" +#include "arm_compute/runtime/CL/functions/CLSobel7x7.h" +#include "tests/CL/CLAccessor.h" +#include "tests/PaddingCalculator.h" +#include "tests/datasets/BorderModeDataset.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/SobelFixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +TEST_SUITE(CL) +TEST_SUITE(Sobel) + +TEST_SUITE(W3x3) +using CLSobel3x3Fixture = SobelValidationFixture; + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), datasets::BorderModes()), framework::dataset::make("Format", + Format::U8)), + shape, border_mode, format) +{ + // Generate a random constant value + std::mt19937 gen(library->seed()); + std::uniform_int_distribution int_dist(0, 255); + const uint8_t constant_border_value = int_dist(gen); + + // Create tensors + CLTensor src = create_tensor(shape, data_type_from_format(format)); + CLTensor dst_x = create_tensor(shape, DataType::S16); + CLTensor dst_y = create_tensor(shape, DataType::S16); + + src.info()->set_format(format); + dst_x.info()->set_format(Format::S16); + dst_y.info()->set_format(Format::S16); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst_x.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst_y.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create sobel 3x3 configure function + CLSobel3x3 sobel; + sobel.configure(&src, &dst_x, &dst_y, border_mode, constant_border_value); + + // Validate valid region + constexpr BorderSize border_size{ 1 }; + const ValidRegion dst_valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, border_size); + + validate(dst_x.info()->valid_region(), dst_valid_region); + validate(dst_y.info()->valid_region(), dst_valid_region); + + // Validate padding + PaddingCalculator calculator(shape.x(), 8); + + calculator.set_border_mode(border_mode); + calculator.set_border_size(1); + + const PaddingSize dst_padding = calculator.required_padding(); + + calculator.set_accessed_elements(16); + calculator.set_access_offset(-1); + + const PaddingSize src_padding = calculator.required_padding(); + + validate(src.info()->padding(), src_padding); + validate(dst_x.info()->padding(), dst_padding); + validate(dst_y.info()->padding(), dst_padding); +} + +FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel3x3Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", + Format::U8))) +{ + // Validate output + ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); + validate(CLAccessor(_target.first), _reference.first, valid_region_x); + + ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); + validate(CLAccessor(_target.second), _reference.second, valid_region_y); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", + Format::U8))) +{ + // Validate output + ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); + validate(CLAccessor(_target.first), _reference.first, valid_region_x); + + ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(1)); + validate(CLAccessor(_target.second), _reference.second, valid_region_y); +} +TEST_SUITE_END() + +TEST_SUITE(W5x5) +using CLSobel5x5Fixture = SobelValidationFixture; + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), datasets::BorderModes()), framework::dataset::make("Format", + Format::U8)), + shape, border_mode, format) +{ + // Generate a random constant value + std::mt19937 gen(library->seed()); + std::uniform_int_distribution int_dist(0, 255); + const uint8_t constant_border_value = int_dist(gen); + + // Create tensors + CLTensor src = create_tensor(shape, data_type_from_format(format)); + CLTensor dst_x = create_tensor(shape, DataType::S16); + CLTensor dst_y = create_tensor(shape, DataType::S16); + + src.info()->set_format(format); + dst_x.info()->set_format(Format::S16); + dst_y.info()->set_format(Format::S16); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst_x.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst_y.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create sobel 5x5 configure function + CLSobel5x5 sobel; + sobel.configure(&src, &dst_x, &dst_y, border_mode, constant_border_value); + + // Validate valid region + constexpr BorderSize border_size{ 2 }; + const ValidRegion dst_valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, border_size); + + validate(dst_x.info()->valid_region(), dst_valid_region); + validate(dst_y.info()->valid_region(), dst_valid_region); + + // Validate padding + PaddingCalculator calculator(shape.x(), 8); + calculator.set_border_mode(border_mode); + calculator.set_border_size(2); + + const PaddingSize dst_padding = calculator.required_padding(); + + calculator.set_accessed_elements(16); + calculator.set_access_offset(-2); + + const PaddingSize src_padding = calculator.required_padding(); + + validate(src.info()->padding(), src_padding); + validate(dst_x.info()->padding(), dst_padding); + validate(dst_y.info()->padding(), dst_padding); +} + +FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel5x5Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", + Format::U8))) +{ + // Validate output + ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); + validate(CLAccessor(_target.first), _reference.first, valid_region_x); + + ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); + validate(CLAccessor(_target.second), _reference.second, valid_region_y); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel5x5Fixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", + Format::U8))) +{ + // Validate output + ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); + validate(CLAccessor(_target.first), _reference.first, valid_region_x); + + ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(2)); + validate(CLAccessor(_target.second), _reference.second, valid_region_y); +} +TEST_SUITE_END() + +TEST_SUITE(W7x7) +using CLSobel7x7Fixture = SobelValidationFixture; + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), datasets::BorderModes()), framework::dataset::make("Format", + Format::U8)), + shape, border_mode, format) +{ + // Generate a random constant value + std::mt19937 gen(library->seed()); + std::uniform_int_distribution int_dist(0, 255); + const uint8_t constant_border_value = int_dist(gen); + + // Create tensors + CLTensor src = create_tensor(shape, data_type_from_format(format)); + CLTensor dst_x = create_tensor(shape, DataType::S32); + CLTensor dst_y = create_tensor(shape, DataType::S32); + + src.info()->set_format(format); + dst_x.info()->set_format(Format::S32); + dst_y.info()->set_format(Format::S32); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst_x.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst_y.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create sobel 7x7 configure function + CLSobel7x7 sobel; + sobel.configure(&src, &dst_x, &dst_y, border_mode, constant_border_value); + + // Validate valid region + constexpr BorderSize border_size{ 3 }; + const ValidRegion dst_valid_region = shape_to_valid_region(shape, border_mode == BorderMode::UNDEFINED, border_size); + + validate(dst_x.info()->valid_region(), dst_valid_region); + validate(dst_y.info()->valid_region(), dst_valid_region); + + // Validate padding + PaddingCalculator calculator(shape.x(), 8); + + calculator.set_border_mode(border_mode); + calculator.set_border_size(3); + + const PaddingSize dst_padding = calculator.required_padding(); + + calculator.set_accessed_elements(16); + calculator.set_access_offset(-3); + + const PaddingSize src_padding = calculator.required_padding(); + + validate(src.info()->padding(), src_padding); + validate(dst_x.info()->padding(), dst_padding); + validate(dst_y.info()->padding(), dst_padding); +} + +FIXTURE_DATA_TEST_CASE(RunSmall, CLSobel7x7Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::Small2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", + Format::U8))) +{ + // Validate output + ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); + validate(CLAccessor(_target.first), _reference.first, valid_region_x); + + ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); + validate(CLAccessor(_target.second), _reference.second, valid_region_y); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, CLSobel7x7Fixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::Large2DShapes(), datasets::BorderModes()), framework::dataset::make("Format", + Format::U8))) +{ + // Validate output + ValidRegion valid_region_x = shape_to_valid_region(_reference.first.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); + validate(CLAccessor(_target.first), _reference.first, valid_region_x); + + ValidRegion valid_region_y = shape_to_valid_region(_reference.second.shape(), (_border_mode == BorderMode::UNDEFINED), BorderSize(3)); + validate(CLAccessor(_target.second), _reference.second, valid_region_y); +} +TEST_SUITE_END() + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1