1 /* 2 * Copyright (c) 2018 Arm Limited. 3 * 4 * SPDX-License-Identifier: MIT 5 * 6 * Permission is hereby granted, free of charge, to any person obtaining a copy 7 * of this software and associated documentation files (the "Software"), to 8 * deal in the Software without restriction, including without limitation the 9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or 10 * sell copies of the Software, and to permit persons to whom the Software is 11 * furnished to do so, subject to the following conditions: 12 * 13 * The above copyright notice and this permission notice shall be included in all 14 * copies or substantial portions of the Software. 15 * 16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 22 * SOFTWARE. 23 */ 24 #ifndef ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE 25 #define ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE 26 27 #include "arm_compute/core/TensorShape.h" 28 #include "arm_compute/core/Types.h" 29 30 #include "tests/AssetsLibrary.h" 31 #include "tests/Globals.h" 32 #include "tests/IAccessor.h" 33 #include "tests/RawLutAccessor.h" 34 #include "tests/framework/Asserts.h" 35 #include "tests/framework/Fixture.h" 36 #include "tests/validation/Helpers.h" 37 #include "tests/validation/reference/SliceOperations.h" 38 39 namespace arm_compute 40 { 41 namespace test 42 { 43 namespace validation 44 { 45 template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 46 class SliceFixture : public framework::Fixture 47 { 48 public: 49 template <typename...> setup(TensorShape shape,Coordinates starts,Coordinates ends,DataType data_type)50 void setup(TensorShape shape, Coordinates starts, Coordinates ends, DataType data_type) 51 { 52 _target = compute_target(shape, starts, ends, data_type); 53 _reference = compute_reference(shape, starts, ends, data_type); 54 } 55 56 protected: 57 template <typename U> fill(U && tensor,int i)58 void fill(U &&tensor, int i) 59 { 60 library->fill_tensor_uniform(tensor, i); 61 } 62 compute_target(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,DataType data_type)63 TensorType compute_target(const TensorShape &shape, const Coordinates &starts, const Coordinates &ends, DataType data_type) 64 { 65 // Create tensors 66 TensorType src = create_tensor<TensorType>(shape, data_type); 67 TensorType dst; 68 69 // Create and configure function 70 FunctionType slice; 71 slice.configure(&src, &dst, starts, ends); 72 73 ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); 74 ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); 75 76 // Allocate tensors 77 src.allocator()->allocate(); 78 dst.allocator()->allocate(); 79 80 ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); 81 ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); 82 83 // Fill tensors 84 fill(AccessorType(src), 0); 85 fill(AccessorType(dst), 1); 86 87 // Compute function 88 slice.run(); 89 90 return dst; 91 } 92 compute_reference(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,DataType data_type)93 SimpleTensor<T> compute_reference(const TensorShape &shape, const Coordinates &starts, const Coordinates &ends, DataType data_type) 94 { 95 // Create reference 96 SimpleTensor<T> src{ shape, data_type }; 97 98 // Fill reference 99 fill(src, 0); 100 101 return reference::slice(src, starts, ends); 102 } 103 104 TensorType _target{}; 105 SimpleTensor<T> _reference{}; 106 }; 107 108 template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 109 class StridedSliceFixture : public framework::Fixture 110 { 111 public: 112 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)113 void setup(TensorShape shape, 114 Coordinates starts, Coordinates ends, BiStrides strides, 115 int32_t begin_mask, int32_t end_mask, int32_t shrink_mask, 116 DataType data_type) 117 { 118 _target = compute_target(shape, starts, ends, strides, begin_mask, end_mask, shrink_mask, data_type); 119 _reference = compute_reference(shape, starts, ends, strides, begin_mask, end_mask, shrink_mask, data_type); 120 } 121 122 protected: 123 template <typename U> fill(U && tensor,int i)124 void fill(U &&tensor, int i) 125 { 126 library->fill_tensor_uniform(tensor, i); 127 } 128 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)129 TensorType compute_target(const TensorShape &shape, 130 const Coordinates &starts, const Coordinates &ends, const BiStrides &strides, 131 int32_t begin_mask, int32_t end_mask, int32_t shrink_mask, 132 DataType data_type) 133 { 134 // Create tensors 135 TensorType src = create_tensor<TensorType>(shape, data_type); 136 TensorType dst; 137 138 // Create and configure function 139 FunctionType strided_slice; 140 strided_slice.configure(&src, &dst, starts, ends, strides, begin_mask, end_mask, shrink_mask); 141 142 ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); 143 ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); 144 145 // Allocate tensors 146 src.allocator()->allocate(); 147 dst.allocator()->allocate(); 148 149 ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); 150 ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); 151 152 // Fill tensors 153 fill(AccessorType(src), 0); 154 fill(AccessorType(dst), 1); 155 156 // Compute function 157 strided_slice.run(); 158 159 return dst; 160 } 161 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)162 SimpleTensor<T> compute_reference(const TensorShape &shape, 163 const Coordinates &starts, const Coordinates &ends, const BiStrides &strides, 164 int32_t begin_mask, int32_t end_mask, int32_t shrink_mask, 165 DataType data_type) 166 { 167 // Create reference 168 SimpleTensor<T> src{ shape, data_type }; 169 170 // Fill reference 171 fill(src, 0); 172 173 return reference::strided_slice(src, starts, ends, strides, begin_mask, end_mask, shrink_mask); 174 } 175 176 TensorType _target{}; 177 SimpleTensor<T> _reference{}; 178 }; 179 } // namespace validation 180 } // namespace test 181 } // namespace arm_compute 182 #endif /* ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE */ 183