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_REORG_LAYER_FIXTURE 25 #define ARM_COMPUTE_TEST_REORG_LAYER_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/reference/ReorgLayer.h" 35 36 namespace arm_compute 37 { 38 namespace test 39 { 40 namespace validation 41 { 42 template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 43 class ReorgLayerValidationFixture : public framework::Fixture 44 { 45 public: 46 template <typename...> setup(TensorShape input_shape,int32_t stride,DataType data_type,DataLayout data_layout)47 void setup(TensorShape input_shape, int32_t stride, DataType data_type, DataLayout data_layout) 48 { 49 _target = compute_target(input_shape, stride, data_type, data_layout); 50 _reference = compute_reference(input_shape, stride, data_type); 51 } 52 53 protected: 54 template <typename U> fill(U && tensor,int i)55 void fill(U &&tensor, int i) 56 { 57 library->fill_tensor_uniform(tensor, i); 58 } 59 compute_target(TensorShape input_shape,int32_t stride,DataType data_type,DataLayout data_layout)60 TensorType compute_target(TensorShape input_shape, int32_t stride, DataType data_type, DataLayout data_layout) 61 { 62 // Note: The input shape passed to the function is always in NCHW 63 if(data_layout == DataLayout::NHWC) 64 { 65 permute(input_shape, PermutationVector(2U, 0U, 1U)); 66 } 67 68 // Create tensors 69 TensorType src = create_tensor<TensorType>(input_shape, data_type, 1, QuantizationInfo(), data_layout); 70 TensorType dst; 71 72 // Create and configure function 73 FunctionType reorg; 74 75 reorg.configure(&src, &dst, stride); 76 77 ARM_COMPUTE_ASSERT(src.info()->is_resizable()); 78 ARM_COMPUTE_ASSERT(dst.info()->is_resizable()); 79 80 // Allocate tensors 81 src.allocator()->allocate(); 82 dst.allocator()->allocate(); 83 84 ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); 85 ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); 86 87 // Fill tensors 88 fill(AccessorType(src), 0); 89 90 // Compute function 91 reorg.run(); 92 93 return dst; 94 } 95 compute_reference(const TensorShape & input_shape,int32_t stride,DataType data_type)96 SimpleTensor<T> compute_reference(const TensorShape &input_shape, int32_t stride, DataType data_type) 97 { 98 // Create reference 99 SimpleTensor<T> src{ input_shape, data_type }; 100 101 // Fill reference 102 fill(src, 0); 103 104 return reference::reorg_layer<T>(src, stride); 105 } 106 107 TensorType _target{}; 108 SimpleTensor<T> _reference{}; 109 }; 110 } // namespace validation 111 } // namespace test 112 } // namespace arm_compute 113 #endif /* ARM_COMPUTE_TEST_REORG_LAYER_FIXTURE */ 114