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Diffstat (limited to 'tests/validation/fixtures/CannyEdgeFixture.h')
-rw-r--r-- | tests/validation/fixtures/CannyEdgeFixture.h | 136 |
1 files changed, 136 insertions, 0 deletions
diff --git a/tests/validation/fixtures/CannyEdgeFixture.h b/tests/validation/fixtures/CannyEdgeFixture.h new file mode 100644 index 0000000000..0f37c46641 --- /dev/null +++ b/tests/validation/fixtures/CannyEdgeFixture.h @@ -0,0 +1,136 @@ +/* + * 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. + */ +#ifndef ARM_COMPUTE_TEST_CANNY_EDGE_FIXTURE +#define ARM_COMPUTE_TEST_CANNY_EDGE_FIXTURE + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" +#include "tests/AssetsLibrary.h" +#include "tests/Globals.h" +#include "tests/framework/Asserts.h" +#include "tests/framework/Fixture.h" +#include "tests/validation/Helpers.h" +#include "tests/validation/reference/CannyEdgeDetector.h" + +namespace arm_compute +{ +class CLCannyEdge; +class NECannyEdge; + +namespace test +{ +namespace validation +{ +template <typename TensorType, typename AccessorType, typename ArrayType, typename FunctionType, typename T> +class CannyEdgeValidationFixture : public framework::Fixture +{ +public: + template <typename...> + void setup(std::string image, int gradient_size, MagnitudeType norm_type, BorderMode border_mode, bool use_fp16, Format format) + { + CannyEdgeParameters params = canny_edge_parameters(); + + _target = compute_target(image, gradient_size, norm_type, border_mode, use_fp16, format, params); + //TODO(COMPMID-543): Add use_fp16 to reference + _reference = compute_reference(image, gradient_size, norm_type, border_mode, format, params); + } + +protected: + template <typename U> + void fill(U &&tensor, RawTensor raw) + { + library->fill(tensor, raw); + } + + template <typename F, typename std::enable_if<std::is_same<F, NECannyEdge>::value, int>::type = 0> + void configure_target(F &func, TensorType &src, TensorType &dst, int gradient_size, int norm_type, BorderMode border_mode, bool use_fp16, const CannyEdgeParameters ¶ms) + { + func.configure(&src, &dst, params.upper_thresh, params.lower_thresh, gradient_size, norm_type, border_mode, params.constant_border_value, use_fp16); + } + + template <typename F, typename std::enable_if<std::is_same<F, CLCannyEdge>::value, int>::type = 0> + void configure_target(F &func, TensorType &src, TensorType &dst, int gradient_size, int norm_type, BorderMode border_mode, bool use_fp16, const CannyEdgeParameters ¶ms) + { + ARM_COMPUTE_UNUSED(use_fp16); + ARM_COMPUTE_ERROR_ON(use_fp16); + func.configure(&src, &dst, params.upper_thresh, params.lower_thresh, gradient_size, norm_type, border_mode, params.constant_border_value); + } + + TensorType compute_target(const std::string &image, int gradient_size, MagnitudeType norm_type, BorderMode border_mode, bool use_fp16, Format format, const CannyEdgeParameters ¶ms) + { + // Load the image (cached by the library if loaded before) + const RawTensor &raw = library->get(image, format); + + // Create tensors + TensorType src = create_tensor<TensorType>(raw.shape(), format); + TensorType dst = create_tensor<TensorType>(raw.shape(), format); + src.info()->set_format(format); + dst.info()->set_format(format); + + // Create Canny edge configure function + FunctionType canny_edge; + configure_target<FunctionType>(canny_edge, src, dst, gradient_size, static_cast<int>(norm_type) + 1, border_mode, use_fp16, params); + + ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Allocate tensors + src.allocator()->allocate(); + dst.allocator()->allocate(); + + ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); + ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); + + // Fill tensors + fill(AccessorType(src), raw); + + // Compute function + canny_edge.run(); + + return dst; + } + + SimpleTensor<T> compute_reference(const std::string &image, int gradient_size, MagnitudeType norm_type, BorderMode border_mode, Format format, const CannyEdgeParameters ¶ms) + { + ARM_COMPUTE_ERROR_ON(format != Format::U8); + + // Load the image (cached by the library if loaded before) + const RawTensor &raw = library->get(image, format); + + // Create reference + SimpleTensor<T> src{ raw.shape(), format }; + + // Fill reference + fill(src, raw); + + return reference::canny_edge_detector<T>(src, params.upper_thresh, params.lower_thresh, gradient_size, norm_type, border_mode, params.constant_border_value); + } + + TensorType _target{}; + SimpleTensor<T> _reference{}; +}; +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_CANNY_EDGE_FIXTURE */ |