1 /* 2 * Copyright (c) 2018-2021 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_PRIOR_BOX_LAYER_FIXTURE 25 #define ARM_COMPUTE_TEST_PRIOR_BOX_LAYER_FIXTURE 26 27 #include "arm_compute/core/TensorShape.h" 28 #include "arm_compute/core/Types.h" 29 #include "arm_compute/core/utils/misc/ShapeCalculator.h" 30 #include "tests/AssetsLibrary.h" 31 #include "tests/Globals.h" 32 #include "tests/IAccessor.h" 33 #include "tests/framework/Asserts.h" 34 #include "tests/framework/Fixture.h" 35 #include "tests/validation/Helpers.h" 36 #include "tests/validation/reference/PriorBoxLayer.h" 37 38 namespace arm_compute 39 { 40 namespace test 41 { 42 namespace validation 43 { 44 template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 45 class PriorBoxLayerValidationFixture : public framework::Fixture 46 { 47 public: 48 template <typename...> setup(TensorShape input_shape,PriorBoxLayerInfo info,DataType data_type,DataLayout data_layout)49 void setup(TensorShape input_shape, PriorBoxLayerInfo info, DataType data_type, DataLayout data_layout) 50 { 51 TensorInfo input_info(input_shape, 1, data_type); 52 const TensorShape output_shape = misc::shape_calculator::compute_prior_box_shape(input_info, info); 53 _data_type = data_type; 54 55 _target = compute_target(input_shape, output_shape, info, data_type, data_layout); 56 _reference = compute_reference(input_shape, output_shape, info, data_type); 57 } 58 59 protected: compute_target(TensorShape input_shape,TensorShape output_shape,PriorBoxLayerInfo info,DataType data_type,DataLayout data_layout)60 TensorType compute_target(TensorShape input_shape, TensorShape output_shape, PriorBoxLayerInfo info, DataType data_type, DataLayout data_layout) 61 { 62 if(data_layout == DataLayout::NHWC) 63 { 64 permute(input_shape, PermutationVector(2U, 0U, 1U)); 65 } 66 67 // Create tensors 68 TensorType src1 = create_tensor<TensorType>(input_shape, data_type, 1, QuantizationInfo(), data_layout); 69 TensorType src2 = create_tensor<TensorType>(input_shape, data_type, 1, QuantizationInfo(), data_layout); 70 TensorType dst = create_tensor<TensorType>(output_shape, data_type, 1, QuantizationInfo()); 71 72 // Create and configure function 73 FunctionType prior_box; 74 prior_box.configure(&src1, &src2, &dst, info); 75 76 ARM_COMPUTE_ASSERT(src1.info()->is_resizable()); 77 ARM_COMPUTE_ASSERT(src2.info()->is_resizable()); 78 ARM_COMPUTE_ASSERT(dst.info()->is_resizable()); 79 80 // Allocate tensors 81 src1.allocator()->allocate(); 82 src2.allocator()->allocate(); 83 dst.allocator()->allocate(); 84 85 ARM_COMPUTE_ASSERT(!src1.info()->is_resizable()); 86 ARM_COMPUTE_ASSERT(!src2.info()->is_resizable()); 87 ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); 88 89 // Compute function 90 prior_box.run(); 91 92 return dst; 93 } 94 compute_reference(const TensorShape & input_shape,const TensorShape & output_shape,PriorBoxLayerInfo info,DataType data_type)95 SimpleTensor<T> compute_reference(const TensorShape &input_shape, const TensorShape &output_shape, PriorBoxLayerInfo info, DataType data_type) 96 { 97 // Create reference 98 SimpleTensor<T> input1{ input_shape, data_type, 1 }; 99 SimpleTensor<T> input2{ input_shape, data_type, 1 }; 100 101 return reference::prior_box_layer(input1, input2, info, output_shape); 102 } 103 104 TensorType _target{}; 105 SimpleTensor<T> _reference{}; 106 DataType _data_type{}; 107 }; 108 } // namespace validation 109 } // namespace test 110 } // namespace arm_compute 111 #endif /* ARM_COMPUTE_TEST_PRIOR_BOX_LAYER_FIXTURE */ 112