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/*
* Copyright (c) 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_PRIOR_BOX_LAYER_FIXTURE
#define ARM_COMPUTE_TEST_PRIOR_BOX_LAYER_FIXTURE
#include "arm_compute/core/TensorShape.h"
#include "arm_compute/core/Types.h"
#include "arm_compute/core/utils/misc/ShapeCalculator.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/Helpers.h"
#include "tests/validation/reference/PriorBoxLayer.h"
namespace arm_compute
{
namespace test
{
namespace validation
{
template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
class PriorBoxLayerValidationFixture : public framework::Fixture
{
public:
template <typename...>
void setup(TensorShape input_shape, PriorBoxLayerInfo info, DataType data_type, DataLayout data_layout)
{
TensorInfo input_info(input_shape, 1, data_type);
const TensorShape output_shape = misc::shape_calculator::compute_prior_box_shape(input_info, info);
_data_type = data_type;
_target = compute_target(input_shape, output_shape, info, data_type, data_layout);
_reference = compute_reference(input_shape, output_shape, info, data_type);
}
protected:
TensorType compute_target(TensorShape input_shape, TensorShape output_shape, PriorBoxLayerInfo info, DataType data_type, DataLayout data_layout)
{
if(data_layout == DataLayout::NHWC)
{
permute(input_shape, PermutationVector(2U, 0U, 1U));
}
// Create tensors
TensorType src1 = create_tensor<TensorType>(input_shape, data_type, 1, QuantizationInfo(), data_layout);
TensorType src2 = create_tensor<TensorType>(input_shape, data_type, 1, QuantizationInfo(), data_layout);
TensorType dst = create_tensor<TensorType>(output_shape, data_type, 1, QuantizationInfo());
// Create and configure function
FunctionType prior_box;
prior_box.configure(&src1, &src2, &dst, info);
ARM_COMPUTE_EXPECT(src1.info()->is_resizable(), framework::LogLevel::ERRORS);
ARM_COMPUTE_EXPECT(src2.info()->is_resizable(), framework::LogLevel::ERRORS);
ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS);
// Allocate tensors
src1.allocator()->allocate();
src2.allocator()->allocate();
dst.allocator()->allocate();
ARM_COMPUTE_EXPECT(!src1.info()->is_resizable(), framework::LogLevel::ERRORS);
ARM_COMPUTE_EXPECT(!src2.info()->is_resizable(), framework::LogLevel::ERRORS);
ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS);
// Compute function
prior_box.run();
return dst;
}
SimpleTensor<T> compute_reference(const TensorShape &input_shape, const TensorShape &output_shape, PriorBoxLayerInfo info, DataType data_type)
{
// Create reference
SimpleTensor<T> input1{ input_shape, data_type, 1 };
SimpleTensor<T> input2{ input_shape, data_type, 1 };
return reference::prior_box_layer(input1, input2, info, output_shape);
}
TensorType _target{};
SimpleTensor<T> _reference{};
DataType _data_type{};
};
} // namespace validation
} // namespace test
} // namespace arm_compute
#endif /* ARM_COMPUTE_TEST_PRIOR_BOX_LAYER_FIXTURE */
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