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-rw-r--r--tests/validation/fixtures/SobelFixture.h192
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diff --git a/tests/validation/fixtures/SobelFixture.h b/tests/validation/fixtures/SobelFixture.h
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-/*
- * Copyright (c) 2017-2020 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.
- */
-#ifndef ARM_COMPUTE_TEST_SOBEL_FIXTURE
-#define ARM_COMPUTE_TEST_SOBEL_FIXTURE
-
-#include "arm_compute/core/TensorShape.h"
-#include "arm_compute/core/Types.h"
-#include "tests/AssetsLibrary.h"
-#include "tests/Globals.h"
-#include "tests/IAccessor.h"
-#include "tests/framework/Asserts.h"
-#include "tests/framework/Fixture.h"
-#include "tests/validation/reference/Sobel.h"
-
-#include <memory>
-
-namespace arm_compute
-{
-class CLSobel3x3;
-class CLSobel5x5;
-class CLSobel7x7;
-class NESobel3x3;
-class NESobel5x5;
-class NESobel7x7;
-
-namespace test
-{
-namespace validation
-{
-namespace
-{
-template <typename Function>
-struct info;
-
-template <>
-struct info<NESobel3x3>
-{
- static const Format dst_format = Format::S16;
- static const int filter_size = 3;
-};
-
-template <>
-struct info<CLSobel3x3>
-{
- static const Format dst_format = Format::S16;
- static const int filter_size = 3;
-};
-
-template <>
-struct info<NESobel5x5>
-{
- static const Format dst_format = Format::S16;
- static const int filter_size = 5;
-};
-
-template <>
-struct info<CLSobel5x5>
-{
- static const Format dst_format = Format::S16;
- static const int filter_size = 5;
-};
-
-template <>
-struct info<NESobel7x7>
-{
- static const Format dst_format = Format::S32;
- static const int filter_size = 7;
-};
-
-template <>
-struct info<CLSobel7x7>
-{
- static const Format dst_format = Format::S32;
- static const int filter_size = 7;
-};
-} // namespace
-
-template <typename TensorType, typename AccessorType, typename FunctionType, typename T, typename U>
-class SobelValidationFixture : public framework::Fixture
-{
-public:
- template <typename...>
- void setup(TensorShape shape, BorderMode border_mode, Format format, GradientDimension gradient_dimension)
- {
- // Generate a random constant value
- std::mt19937 gen(library->seed());
- std::uniform_int_distribution<uint8_t> int_dist(0, 255);
- const uint8_t constant_border_value = int_dist(gen);
-
- _border_mode = border_mode;
- _target = compute_target(shape, border_mode, format, constant_border_value, gradient_dimension);
- _reference = compute_reference(shape, info<FunctionType>::filter_size, border_mode, format, constant_border_value, gradient_dimension);
- }
-
-protected:
- template <typename V>
- void fill(V &&tensor)
- {
- library->fill_tensor_uniform(tensor, 0);
- }
-
- std::pair<TensorType, TensorType> compute_target(const TensorShape &shape, BorderMode border_mode, Format format, uint8_t constant_border_value, GradientDimension gradient_dimension)
- {
- // Create tensors
- TensorType src = create_tensor<TensorType>(shape, data_type_from_format(format));
- TensorType dst_x = create_tensor<TensorType>(shape, data_type_from_format(info<FunctionType>::dst_format));
- TensorType dst_y = create_tensor<TensorType>(shape, data_type_from_format(info<FunctionType>::dst_format));
-
- src.info()->set_format(format);
- dst_x.info()->set_format(info<FunctionType>::dst_format);
- dst_y.info()->set_format(info<FunctionType>::dst_format);
-
- FunctionType sobel;
-
- switch(gradient_dimension)
- {
- case GradientDimension::GRAD_X:
- sobel.configure(&src, &dst_x, nullptr, border_mode, constant_border_value);
- break;
- case GradientDimension::GRAD_Y:
- sobel.configure(&src, nullptr, &dst_y, border_mode, constant_border_value);
- break;
- case GradientDimension::GRAD_XY:
- sobel.configure(&src, &dst_x, &dst_y, border_mode, constant_border_value);
- break;
- default:
- ARM_COMPUTE_ERROR("Gradient dimension not supported");
- }
-
- 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);
-
- // Allocate tensors
- src.allocator()->allocate();
- dst_x.allocator()->allocate();
- dst_y.allocator()->allocate();
-
- 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);
-
- // Fill tensors
- fill(AccessorType(src));
-
- // Compute function
- sobel.run();
-
- return std::make_pair(std::move(dst_x), std::move(dst_y));
- }
-
- std::pair<SimpleTensor<U>, SimpleTensor<U>> compute_reference(const TensorShape &shape, int filter_size, BorderMode border_mode, Format format, uint8_t constant_border_value,
- GradientDimension gradient_dimension)
- {
- // Create reference
- SimpleTensor<T> src{ shape, format };
-
- // Fill reference
- fill(src);
-
- return reference::sobel<U>(src, filter_size, border_mode, constant_border_value, gradient_dimension);
- }
-
- BorderMode _border_mode{ BorderMode::UNDEFINED };
- std::pair<TensorType, TensorType> _target{};
- std::pair<SimpleTensor<U>, SimpleTensor<U>> _reference{};
-};
-} // namespace validation
-} // namespace test
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_TEST_SOBEL_FIXTURE */