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_COL2IM_FIXTURE 25 #define ARM_COMPUTE_TEST_COL2IM_FIXTURE 26 27 #include "arm_compute/core/Helpers.h" 28 #include "arm_compute/core/TensorShape.h" 29 #include "arm_compute/core/Types.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/Col2Im.h" 38 39 namespace arm_compute 40 { 41 namespace test 42 { 43 namespace validation 44 { 45 using namespace arm_compute::misc::shape_calculator; 46 47 template <typename TensorType, typename AccessorType, typename FunctionType, typename T, bool batch_size_on_z> 48 class Col2ImOpValidationFixture : public framework::Fixture 49 { 50 public: 51 template <typename...> setup(TensorShape input_shape,const unsigned int convolved_width,unsigned int convolved_height,unsigned int num_groups,DataType data_type)52 void setup(TensorShape input_shape, const unsigned int convolved_width, unsigned int convolved_height, unsigned int num_groups, DataType data_type) 53 { 54 const Size2D convolved_dims(convolved_width, convolved_height); 55 56 const TensorShape output_shape = compute_col2im_shape(TensorInfo(input_shape, 1, data_type), convolved_dims, batch_size_on_z, num_groups); 57 58 _target = compute_target(input_shape, output_shape, convolved_dims, num_groups, data_type); 59 _reference = compute_reference(input_shape, output_shape, num_groups, data_type); 60 } 61 62 protected: 63 template <typename U> fill(U && tensor,const int seed)64 void fill(U &&tensor, const int seed) 65 { 66 library->fill_tensor_uniform(tensor, seed); 67 } 68 compute_target(const TensorShape & input_shape,const TensorShape & output_shape,const Size2D & convolved_dims,unsigned int num_groups,DataType data_type)69 TensorType compute_target(const TensorShape &input_shape, const TensorShape &output_shape, const Size2D &convolved_dims, unsigned int num_groups, DataType data_type) 70 { 71 // Create tensors 72 TensorType src = create_tensor<TensorType>(input_shape, data_type); 73 TensorType dst = create_tensor<TensorType>(output_shape, data_type); 74 75 // Create and configure function 76 FunctionType col2im_func; 77 col2im_func.configure(src.info(), dst.info(), convolved_dims, num_groups); 78 79 ARM_COMPUTE_ASSERT(src.info()->is_resizable()); 80 ARM_COMPUTE_ASSERT(dst.info()->is_resizable()); 81 82 // Allocate tensors 83 src.allocator()->allocate(); 84 dst.allocator()->allocate(); 85 86 ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); 87 ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); 88 89 // Fill tensors 90 fill(AccessorType(src), 0); 91 92 arm_compute::ITensorPack pack = 93 { 94 { arm_compute::TensorType::ACL_SRC, &src }, 95 { arm_compute::TensorType::ACL_DST, &dst } 96 }; 97 // Compute function 98 col2im_func.run(pack); 99 100 return dst; 101 } 102 compute_reference(const TensorShape & input_shape,const TensorShape & output_shape,unsigned int num_groups,DataType data_type)103 SimpleTensor<T> compute_reference(const TensorShape &input_shape, const TensorShape &output_shape, unsigned int num_groups, DataType data_type) 104 { 105 // Create reference 106 SimpleTensor<T> src{ input_shape, data_type }; 107 108 // Fill reference 109 fill(src, 0); 110 111 return reference::col2im<T>(src, output_shape, num_groups); 112 } 113 TensorType _target{}; 114 SimpleTensor<T> _reference{}; 115 }; 116 } // namespace validation 117 } // namespace test 118 } // namespace arm_compute 119 #endif /* ARM_COMPUTE_TEST_COL2IM_FIXTURE */ 120