1 /* 2 * Copyright (c) 2019-2021 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_COMPUTEALLANCHORS_FIXTURE 25 #define ARM_COMPUTE_TEST_COMPUTEALLANCHORS_FIXTURE 26 27 #include "arm_compute/core/TensorShape.h" 28 #include "arm_compute/core/Types.h" 29 #include "tests/AssetsLibrary.h" 30 #include "tests/Globals.h" 31 #include "tests/IAccessor.h" 32 #include "tests/framework/Asserts.h" 33 #include "tests/framework/Fixture.h" 34 #include "tests/validation/Helpers.h" 35 #include "tests/validation/reference/ComputeAllAnchors.h" 36 37 namespace arm_compute 38 { 39 namespace test 40 { 41 namespace validation 42 { 43 template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 44 class ComputeAllAnchorsGenericFixture : public framework::Fixture 45 { 46 public: 47 template <typename...> setup(size_t num_anchors,const ComputeAnchorsInfo & info,DataType data_type,QuantizationInfo qinfo)48 void setup(size_t num_anchors, const ComputeAnchorsInfo &info, DataType data_type, QuantizationInfo qinfo) 49 { 50 _target = compute_target(num_anchors, data_type, info, qinfo); 51 _reference = compute_reference(num_anchors, data_type, info, qinfo); 52 } 53 54 protected: 55 template <typename U> fill(U && tensor)56 void fill(U &&tensor) 57 { 58 library->fill_tensor_uniform(tensor, 0, T(0), T(100)); 59 } 60 compute_target(size_t num_anchors,DataType data_type,const ComputeAnchorsInfo & info,QuantizationInfo qinfo)61 TensorType compute_target(size_t num_anchors, DataType data_type, const ComputeAnchorsInfo &info, QuantizationInfo qinfo) 62 { 63 // Create tensors 64 TensorShape anchors_shape(4, num_anchors); 65 TensorType anchors = create_tensor<TensorType>(anchors_shape, data_type, 1, qinfo); 66 TensorType all_anchors; 67 68 // Create and configure function 69 FunctionType compute_all_anchors; 70 compute_all_anchors.configure(&anchors, &all_anchors, info); 71 72 ARM_COMPUTE_ASSERT(all_anchors.info()->is_resizable()); 73 74 // Allocate tensors 75 all_anchors.allocator()->allocate(); 76 anchors.allocator()->allocate(); 77 78 ARM_COMPUTE_ASSERT(!all_anchors.info()->is_resizable()); 79 80 // Fill tensors 81 fill(AccessorType(anchors)); 82 83 // Compute function 84 compute_all_anchors.run(); 85 86 return all_anchors; 87 } 88 compute_reference(size_t num_anchors,DataType data_type,const ComputeAnchorsInfo & info,QuantizationInfo qinfo)89 SimpleTensor<T> compute_reference(size_t num_anchors, 90 DataType data_type, 91 const ComputeAnchorsInfo &info, 92 QuantizationInfo qinfo) 93 { 94 // Create reference tensor 95 SimpleTensor<T> anchors(TensorShape(4, num_anchors), data_type, 1, qinfo); 96 97 // Fill reference tensor 98 fill(anchors); 99 return reference::compute_all_anchors(anchors, info); 100 } 101 102 TensorType _target{}; 103 SimpleTensor<T> _reference{}; 104 }; 105 106 template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 107 class ComputeAllAnchorsFixture : public ComputeAllAnchorsGenericFixture<TensorType, AccessorType, FunctionType, T> 108 { 109 public: 110 template <typename...> setup(size_t num_anchors,const ComputeAnchorsInfo & info,DataType data_type)111 void setup(size_t num_anchors, const ComputeAnchorsInfo &info, DataType data_type) 112 { 113 ComputeAllAnchorsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(num_anchors, info, data_type, QuantizationInfo()); 114 } 115 }; 116 117 template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 118 class ComputeAllAnchorsQuantizedFixture : public ComputeAllAnchorsGenericFixture<TensorType, AccessorType, FunctionType, T> 119 { 120 public: 121 template <typename...> setup(size_t num_anchors,const ComputeAnchorsInfo & info,DataType data_type,QuantizationInfo qinfo)122 void setup(size_t num_anchors, const ComputeAnchorsInfo &info, DataType data_type, QuantizationInfo qinfo) 123 { 124 ComputeAllAnchorsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(num_anchors, info, data_type, qinfo); 125 } 126 }; 127 } // namespace validation 128 } // namespace test 129 } // namespace arm_compute 130 #endif /* ARM_COMPUTE_TEST_COMPUTEALLANCHORS_FIXTURE */ 131