xref: /aosp_15_r20/external/ComputeLibrary/tests/validation/fixtures/FlattenLayerFixture.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1 /*
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4  * SPDX-License-Identifier: MIT
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24 #ifndef ARM_COMPUTE_TEST_FLATTEN_LAYER_FIXTURE
25 #define ARM_COMPUTE_TEST_FLATTEN_LAYER_FIXTURE
26 
27 #include "arm_compute/core/TensorShape.h"
28 #include "arm_compute/core/Types.h"
29 #include "arm_compute/core/Utils.h"
30 #include "arm_compute/core/utils/misc/ShapeCalculator.h"
31 #include "arm_compute/runtime/Tensor.h"
32 #include "tests/AssetsLibrary.h"
33 #include "tests/Globals.h"
34 #include "tests/IAccessor.h"
35 #include "tests/framework/Asserts.h"
36 #include "tests/framework/Fixture.h"
37 #include "tests/validation/reference/FlattenLayer.h"
38 
39 #include <random>
40 
41 namespace arm_compute
42 {
43 namespace test
44 {
45 namespace validation
46 {
47 using namespace arm_compute::misc::shape_calculator;
48 
49 template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
50 class FlattenLayerValidationFixture : public framework::Fixture
51 {
52 public:
53     template <typename...>
setup(TensorShape shape,DataType data_type)54     void setup(TensorShape shape, DataType data_type)
55     {
56         TensorShape shape_flatten;
57         TensorInfo  input_info(shape, 1, data_type);
58         shape_flatten = compute_flatten_shape(&input_info);
59 
60         _target    = compute_target(shape, shape_flatten, data_type);
61         _reference = compute_reference(shape, shape_flatten, data_type);
62         ARM_COMPUTE_ERROR_ON_MISMATCHING_DIMENSIONS(_target.info()->tensor_shape(), _reference.shape());
63     }
64 
65 protected:
66     template <typename U>
fill(U && tensor)67     void fill(U &&tensor)
68     {
69         static_assert(std::is_floating_point<T>::value || std::is_same<T, half>::value, "Only floating point data types supported.");
70         using DistributionType = typename std::conditional<std::is_same<T, half>::value, arm_compute::utils::uniform_real_distribution_16bit<T>, std::uniform_real_distribution<T>>::type;
71 
72         DistributionType distribution{ T(-1.0f), T(1.0f) };
73         library->fill(tensor, distribution, 0);
74     }
75 
compute_target(const TensorShape & shape,const TensorShape & shape_flatten,DataType data_type)76     TensorType compute_target(const TensorShape &shape, const TensorShape &shape_flatten, DataType data_type)
77     {
78         // Create tensors
79         TensorType src = create_tensor<TensorType>(shape, data_type, 1);
80         TensorType dst = create_tensor<TensorType>(shape_flatten, data_type, 1);
81 
82         // Create and configure function
83         FunctionType flatten_layer;
84         flatten_layer.configure(&src, &dst);
85 
86         ARM_COMPUTE_ASSERT(src.info()->is_resizable());
87         ARM_COMPUTE_ASSERT(dst.info()->is_resizable());
88 
89         // Allocate tensors
90         src.allocator()->allocate();
91         dst.allocator()->allocate();
92 
93         ARM_COMPUTE_ASSERT(!src.info()->is_resizable());
94         ARM_COMPUTE_ASSERT(!dst.info()->is_resizable());
95 
96         // Fill tensors
97         fill(AccessorType(src));
98 
99         // Compute function
100         flatten_layer.run();
101 
102         return dst;
103     }
104 
compute_reference(const TensorShape & shape,const TensorShape & shape_flatten,DataType data_type)105     SimpleTensor<T> compute_reference(const TensorShape &shape, const TensorShape &shape_flatten, DataType data_type)
106     {
107         // Create reference
108         SimpleTensor<T> src{ shape, data_type, 1 };
109 
110         // Fill reference
111         fill(src);
112 
113         return reference::flatten_layer<T>(src, shape_flatten);
114     }
115 
116     TensorType      _target{};
117     SimpleTensor<T> _reference{};
118 };
119 } // namespace validation
120 } // namespace test
121 } // namespace arm_compute
122 #endif /* ARM_COMPUTE_TEST_FLATTEN_LAYER_FIXTURE */
123