xref: /aosp_15_r20/external/ComputeLibrary/tests/validation/fixtures/SliceOperationsFixtures.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2018-2021 Arm Limited.
3*c217d954SCole Faust  *
4*c217d954SCole Faust  * SPDX-License-Identifier: MIT
5*c217d954SCole Faust  *
6*c217d954SCole Faust  * Permission is hereby granted, free of charge, to any person obtaining a copy
7*c217d954SCole Faust  * of this software and associated documentation files (the "Software"), to
8*c217d954SCole Faust  * deal in the Software without restriction, including without limitation the
9*c217d954SCole Faust  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10*c217d954SCole Faust  * sell copies of the Software, and to permit persons to whom the Software is
11*c217d954SCole Faust  * furnished to do so, subject to the following conditions:
12*c217d954SCole Faust  *
13*c217d954SCole Faust  * The above copyright notice and this permission notice shall be included in all
14*c217d954SCole Faust  * copies or substantial portions of the Software.
15*c217d954SCole Faust  *
16*c217d954SCole Faust  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17*c217d954SCole Faust  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18*c217d954SCole Faust  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19*c217d954SCole Faust  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20*c217d954SCole Faust  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21*c217d954SCole Faust  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22*c217d954SCole Faust  * SOFTWARE.
23*c217d954SCole Faust  */
24*c217d954SCole Faust #ifndef ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE
25*c217d954SCole Faust #define ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE
26*c217d954SCole Faust 
27*c217d954SCole Faust #include "arm_compute/core/TensorShape.h"
28*c217d954SCole Faust #include "arm_compute/core/Types.h"
29*c217d954SCole Faust 
30*c217d954SCole Faust #include "tests/AssetsLibrary.h"
31*c217d954SCole Faust #include "tests/Globals.h"
32*c217d954SCole Faust #include "tests/IAccessor.h"
33*c217d954SCole Faust #include "tests/framework/Asserts.h"
34*c217d954SCole Faust #include "tests/framework/Fixture.h"
35*c217d954SCole Faust #include "tests/validation/Helpers.h"
36*c217d954SCole Faust #include "tests/validation/reference/SliceOperations.h"
37*c217d954SCole Faust 
38*c217d954SCole Faust namespace arm_compute
39*c217d954SCole Faust {
40*c217d954SCole Faust namespace test
41*c217d954SCole Faust {
42*c217d954SCole Faust namespace validation
43*c217d954SCole Faust {
44*c217d954SCole Faust template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
45*c217d954SCole Faust class SliceFixture : public framework::Fixture
46*c217d954SCole Faust {
47*c217d954SCole Faust public:
48*c217d954SCole Faust     template <typename...>
setup(TensorShape shape,Coordinates starts,Coordinates ends,DataType data_type)49*c217d954SCole Faust     void setup(TensorShape shape, Coordinates starts, Coordinates ends, DataType data_type)
50*c217d954SCole Faust     {
51*c217d954SCole Faust         _target    = compute_target(shape, starts, ends, data_type);
52*c217d954SCole Faust         _reference = compute_reference(shape, starts, ends, data_type);
53*c217d954SCole Faust     }
54*c217d954SCole Faust 
55*c217d954SCole Faust protected:
56*c217d954SCole Faust     template <typename U>
fill(U && tensor,int i)57*c217d954SCole Faust     void fill(U &&tensor, int i)
58*c217d954SCole Faust     {
59*c217d954SCole Faust         library->fill_tensor_uniform(tensor, i);
60*c217d954SCole Faust     }
61*c217d954SCole Faust 
compute_target(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,DataType data_type)62*c217d954SCole Faust     TensorType compute_target(const TensorShape &shape, const Coordinates &starts, const Coordinates &ends, DataType data_type)
63*c217d954SCole Faust     {
64*c217d954SCole Faust         // Create tensors
65*c217d954SCole Faust         TensorType src = create_tensor<TensorType>(shape, data_type);
66*c217d954SCole Faust         TensorType dst;
67*c217d954SCole Faust 
68*c217d954SCole Faust         // Create and configure function
69*c217d954SCole Faust         FunctionType slice;
70*c217d954SCole Faust         slice.configure(&src, &dst, starts, ends);
71*c217d954SCole Faust 
72*c217d954SCole Faust         ARM_COMPUTE_ASSERT(src.info()->is_resizable());
73*c217d954SCole Faust         ARM_COMPUTE_ASSERT(dst.info()->is_resizable());
74*c217d954SCole Faust 
75*c217d954SCole Faust         // Allocate tensors
76*c217d954SCole Faust         src.allocator()->allocate();
77*c217d954SCole Faust         dst.allocator()->allocate();
78*c217d954SCole Faust 
79*c217d954SCole Faust         ARM_COMPUTE_ASSERT(!src.info()->is_resizable());
80*c217d954SCole Faust         ARM_COMPUTE_ASSERT(!dst.info()->is_resizable());
81*c217d954SCole Faust 
82*c217d954SCole Faust         // Fill tensors
83*c217d954SCole Faust         fill(AccessorType(src), 0);
84*c217d954SCole Faust         fill(AccessorType(dst), 1);
85*c217d954SCole Faust 
86*c217d954SCole Faust         // Compute function
87*c217d954SCole Faust         slice.run();
88*c217d954SCole Faust 
89*c217d954SCole Faust         return dst;
90*c217d954SCole Faust     }
91*c217d954SCole Faust 
compute_reference(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,DataType data_type)92*c217d954SCole Faust     SimpleTensor<T> compute_reference(const TensorShape &shape, const Coordinates &starts, const Coordinates &ends, DataType data_type)
93*c217d954SCole Faust     {
94*c217d954SCole Faust         // Create reference
95*c217d954SCole Faust         SimpleTensor<T> src{ shape, data_type };
96*c217d954SCole Faust 
97*c217d954SCole Faust         // Fill reference
98*c217d954SCole Faust         fill(src, 0);
99*c217d954SCole Faust 
100*c217d954SCole Faust         return reference::slice(src, starts, ends);
101*c217d954SCole Faust     }
102*c217d954SCole Faust 
103*c217d954SCole Faust     TensorType      _target{};
104*c217d954SCole Faust     SimpleTensor<T> _reference{};
105*c217d954SCole Faust };
106*c217d954SCole Faust 
107*c217d954SCole Faust template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
108*c217d954SCole Faust class StridedSliceFixture : public framework::Fixture
109*c217d954SCole Faust {
110*c217d954SCole Faust public:
111*c217d954SCole Faust     template <typename...>
setup(TensorShape shape,Coordinates starts,Coordinates ends,BiStrides strides,int32_t begin_mask,int32_t end_mask,int32_t shrink_mask,DataType data_type)112*c217d954SCole Faust     void setup(TensorShape shape,
113*c217d954SCole Faust                Coordinates starts, Coordinates ends, BiStrides strides,
114*c217d954SCole Faust                int32_t begin_mask, int32_t end_mask, int32_t shrink_mask,
115*c217d954SCole Faust                DataType data_type)
116*c217d954SCole Faust     {
117*c217d954SCole Faust         _target    = compute_target(shape, starts, ends, strides, begin_mask, end_mask, shrink_mask, data_type);
118*c217d954SCole Faust         _reference = compute_reference(shape, starts, ends, strides, begin_mask, end_mask, shrink_mask, data_type);
119*c217d954SCole Faust     }
120*c217d954SCole Faust 
121*c217d954SCole Faust protected:
122*c217d954SCole Faust     template <typename U>
fill(U && tensor,int i)123*c217d954SCole Faust     void fill(U &&tensor, int i)
124*c217d954SCole Faust     {
125*c217d954SCole Faust         library->fill_tensor_uniform(tensor, i);
126*c217d954SCole Faust     }
127*c217d954SCole Faust 
compute_target(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,const BiStrides & strides,int32_t begin_mask,int32_t end_mask,int32_t shrink_mask,DataType data_type)128*c217d954SCole Faust     TensorType compute_target(const TensorShape &shape,
129*c217d954SCole Faust                               const Coordinates &starts, const Coordinates &ends, const BiStrides &strides,
130*c217d954SCole Faust                               int32_t begin_mask, int32_t end_mask, int32_t shrink_mask,
131*c217d954SCole Faust                               DataType data_type)
132*c217d954SCole Faust     {
133*c217d954SCole Faust         // Create tensors
134*c217d954SCole Faust         TensorType src = create_tensor<TensorType>(shape, data_type);
135*c217d954SCole Faust         TensorType dst;
136*c217d954SCole Faust 
137*c217d954SCole Faust         // Create and configure function
138*c217d954SCole Faust         FunctionType strided_slice;
139*c217d954SCole Faust         strided_slice.configure(&src, &dst, starts, ends, strides, begin_mask, end_mask, shrink_mask);
140*c217d954SCole Faust 
141*c217d954SCole Faust         ARM_COMPUTE_ASSERT(src.info()->is_resizable());
142*c217d954SCole Faust         ARM_COMPUTE_ASSERT(dst.info()->is_resizable());
143*c217d954SCole Faust 
144*c217d954SCole Faust         // Allocate tensors
145*c217d954SCole Faust         src.allocator()->allocate();
146*c217d954SCole Faust         dst.allocator()->allocate();
147*c217d954SCole Faust 
148*c217d954SCole Faust         ARM_COMPUTE_ASSERT(!src.info()->is_resizable());
149*c217d954SCole Faust         ARM_COMPUTE_ASSERT(!dst.info()->is_resizable());
150*c217d954SCole Faust 
151*c217d954SCole Faust         // Fill tensors
152*c217d954SCole Faust         fill(AccessorType(src), 0);
153*c217d954SCole Faust         fill(AccessorType(dst), 1);
154*c217d954SCole Faust 
155*c217d954SCole Faust         // Compute function
156*c217d954SCole Faust         strided_slice.run();
157*c217d954SCole Faust 
158*c217d954SCole Faust         return dst;
159*c217d954SCole Faust     }
160*c217d954SCole Faust 
compute_reference(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,const BiStrides & strides,int32_t begin_mask,int32_t end_mask,int32_t shrink_mask,DataType data_type)161*c217d954SCole Faust     SimpleTensor<T> compute_reference(const TensorShape &shape,
162*c217d954SCole Faust                                       const Coordinates &starts, const Coordinates &ends, const BiStrides &strides,
163*c217d954SCole Faust                                       int32_t begin_mask, int32_t end_mask, int32_t shrink_mask,
164*c217d954SCole Faust                                       DataType data_type)
165*c217d954SCole Faust     {
166*c217d954SCole Faust         // Create reference
167*c217d954SCole Faust         SimpleTensor<T> src{ shape, data_type };
168*c217d954SCole Faust 
169*c217d954SCole Faust         // Fill reference
170*c217d954SCole Faust         fill(src, 0);
171*c217d954SCole Faust 
172*c217d954SCole Faust         return reference::strided_slice(src, starts, ends, strides, begin_mask, end_mask, shrink_mask);
173*c217d954SCole Faust     }
174*c217d954SCole Faust 
175*c217d954SCole Faust     TensorType      _target{};
176*c217d954SCole Faust     SimpleTensor<T> _reference{};
177*c217d954SCole Faust };
178*c217d954SCole Faust } // namespace validation
179*c217d954SCole Faust } // namespace test
180*c217d954SCole Faust } // namespace arm_compute
181*c217d954SCole Faust #endif /* ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE */
182