1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130
|
/*
* Copyright (c) 2019 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_COMPUTEALLANCHORS_FIXTURE
#define ARM_COMPUTE_TEST_COMPUTEALLANCHORS_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/Helpers.h"
#include "tests/validation/reference/ComputeAllAnchors.h"
namespace arm_compute
{
namespace test
{
namespace validation
{
template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
class ComputeAllAnchorsGenericFixture : public framework::Fixture
{
public:
template <typename...>
void setup(size_t num_anchors, const ComputeAnchorsInfo &info, DataType data_type, QuantizationInfo qinfo)
{
_target = compute_target(num_anchors, data_type, info, qinfo);
_reference = compute_reference(num_anchors, data_type, info, qinfo);
}
protected:
template <typename U>
void fill(U &&tensor)
{
library->fill_tensor_uniform(tensor, 0, T(0), T(100));
}
TensorType compute_target(size_t num_anchors, DataType data_type, const ComputeAnchorsInfo &info, QuantizationInfo qinfo)
{
// Create tensors
TensorShape anchors_shape(4, num_anchors);
TensorType anchors = create_tensor<TensorType>(anchors_shape, data_type, 1, qinfo);
TensorType all_anchors;
// Create and configure function
FunctionType compute_all_anchors;
compute_all_anchors.configure(&anchors, &all_anchors, info);
ARM_COMPUTE_EXPECT(all_anchors.info()->is_resizable(), framework::LogLevel::ERRORS);
// Allocate tensors
all_anchors.allocator()->allocate();
anchors.allocator()->allocate();
ARM_COMPUTE_EXPECT(!all_anchors.info()->is_resizable(), framework::LogLevel::ERRORS);
// Fill tensors
fill(AccessorType(anchors));
// Compute function
compute_all_anchors.run();
return all_anchors;
}
SimpleTensor<T> compute_reference(size_t num_anchors,
DataType data_type,
const ComputeAnchorsInfo &info,
QuantizationInfo qinfo)
{
// Create reference tensor
SimpleTensor<T> anchors(TensorShape(4, num_anchors), data_type, 1, qinfo);
// Fill reference tensor
fill(anchors);
return reference::compute_all_anchors(anchors, info);
}
TensorType _target{};
SimpleTensor<T> _reference{};
};
template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
class ComputeAllAnchorsFixture : public ComputeAllAnchorsGenericFixture<TensorType, AccessorType, FunctionType, T>
{
public:
template <typename...>
void setup(size_t num_anchors, const ComputeAnchorsInfo &info, DataType data_type)
{
ComputeAllAnchorsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(num_anchors, info, data_type, QuantizationInfo());
}
};
template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
class ComputeAllAnchorsQuantizedFixture : public ComputeAllAnchorsGenericFixture<TensorType, AccessorType, FunctionType, T>
{
public:
template <typename...>
void setup(size_t num_anchors, const ComputeAnchorsInfo &info, DataType data_type, QuantizationInfo qinfo)
{
ComputeAllAnchorsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(num_anchors, info, data_type, qinfo);
}
};
} // namespace validation
} // namespace test
} // namespace arm_compute
#endif /* ARM_COMPUTE_TEST_COMPUTEALLANCHORS_FIXTURE */
|