From 7905f91d0765ea59cf0aadc2a338135f4965586f Mon Sep 17 00:00:00 2001 From: Abe Mbise Date: Thu, 7 Sep 2017 18:21:28 +0100 Subject: COMPMID-499: Port Gaussian 3x3 and 5x5 to new validation Change-Id: Icb82186cb97bd8d6e2c4c63f050ee44e5d753ff7 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86926 Tested-by: Kaizen Reviewed-by: Moritz Pflanzer --- tests/validation/NEON/Gaussian3x3.cpp | 110 ++++++++++++++++++++++++++++++++++ 1 file changed, 110 insertions(+) create mode 100644 tests/validation/NEON/Gaussian3x3.cpp (limited to 'tests/validation/NEON/Gaussian3x3.cpp') diff --git a/tests/validation/NEON/Gaussian3x3.cpp b/tests/validation/NEON/Gaussian3x3.cpp new file mode 100644 index 0000000000..253c42d780 --- /dev/null +++ b/tests/validation/NEON/Gaussian3x3.cpp @@ -0,0 +1,110 @@ +/* + * 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/NEON/functions/NEGaussian3x3.h" +#include "arm_compute/runtime/Tensor.h" +#include "arm_compute/runtime/TensorAllocator.h" +#include "tests/NEON/Accessor.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/Gaussian3x3Fixture.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace +{ +constexpr unsigned int filter_size = 3; /** Size of the kernel/filter in number of elements. */ +constexpr BorderSize border_size(filter_size / 2); /** Border size of the kernel/filter around its central element. */ +} // namespace + +TEST_SUITE(NEON) +TEST_SUITE(Gaussian3x3) + +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", DataType::U8)), + datasets::BorderModes()), + shape, data_type, border_mode) +{ + // Create tensors + Tensor src = create_tensor(shape, data_type); + Tensor dst = create_tensor(shape, data_type); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Create and configure function + NEGaussian3x3 gaussian3x3; + gaussian3x3.configure(&src, &dst, border_mode); + + // Validate valid region + const ValidRegion dst_valid_region = shape_to_valid_region(shape, (border_mode == BorderMode::UNDEFINED), border_size); + validate(dst.info()->valid_region(), dst_valid_region); + + // Validate padding + PaddingCalculator calculator(shape.x(), 8); + calculator.set_border_size(1); + calculator.set_border_mode(border_mode); + + 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.info()->padding(), dst_padding); +} + +template +using NEGaussian3x3Fixture = Gaussian3x3ValidationFixture; + +FIXTURE_DATA_TEST_CASE(RunSmall, NEGaussian3x3Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", + DataType::U8)), + datasets::BorderModes())) +{ + // Validate output + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size)); +} +FIXTURE_DATA_TEST_CASE(RunLarge, NEGaussian3x3Fixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", + DataType::U8)), + datasets::BorderModes())) +{ + // Validate output + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size)); +} + +TEST_SUITE_END() +TEST_SUITE_END() +} // namespace validation +} // namespace test +} // namespace arm_compute -- cgit v1.2.1