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_GEMMRESHAPELHSMATRIX_FIXTURE 25 #define ARM_COMPUTE_TEST_GEMMRESHAPELHSMATRIX_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/GEMMReshapeLHSMatrix.h" 37 #include "tests/validation/reference/Utils.h" 38 39 #include <random> 40 41 namespace arm_compute 42 { 43 namespace test 44 { 45 namespace validation 46 { 47 using namespace arm_compute::misc::shape_calculator; 48 49 template <typename TensorType, typename AccessorType, typename OperatorType, typename T, bool reinterpret_input_as_3d = false> 50 class GEMMReshapeLHSMatrixValidationFixture : public framework::Fixture 51 { 52 public: 53 template <typename...> setup(TensorShape shape_in,unsigned int batch_size,DataType data_type,unsigned int m0,unsigned int k0,unsigned int v0,bool interleave,bool transpose)54 void setup(TensorShape shape_in, unsigned int batch_size, DataType data_type, unsigned int m0, unsigned int k0, unsigned int v0, bool interleave, bool transpose) 55 { 56 GEMMLHSMatrixInfo lhs_info; 57 lhs_info.m0 = m0; 58 lhs_info.k0 = k0; 59 lhs_info.v0 = v0; 60 lhs_info.interleave = interleave; 61 lhs_info.transpose = transpose; 62 63 // Set the tensor shape 64 const TensorShape shape_src(shape_in[0], 65 shape_in[1], 66 reinterpret_input_as_3d ? shape_in[2] : batch_size, 67 reinterpret_input_as_3d ? batch_size : 1); 68 69 _target = compute_target(shape_src, data_type, lhs_info); 70 _reference = compute_reference(shape_src, data_type, lhs_info); 71 } 72 73 protected: 74 template <typename U> fill(U && tensor)75 void fill(U &&tensor) 76 { 77 library->fill_tensor_uniform(tensor, 0); 78 } 79 compute_target(TensorShape input_shape,DataType data_type,const GEMMLHSMatrixInfo & lhs_info)80 TensorType compute_target(TensorShape input_shape, DataType data_type, const GEMMLHSMatrixInfo &lhs_info) 81 { 82 // Create tensors 83 TensorType src = create_tensor<TensorType>(input_shape, data_type, 1); 84 TensorType dst; 85 86 // The output tensor will be auto-initialized within the function 87 88 // Create and configure function 89 OperatorType gemm_lhs_reshape; 90 gemm_lhs_reshape.configure(src.info(), dst.info(), lhs_info, reinterpret_input_as_3d); 91 92 ARM_COMPUTE_ASSERT(src.info()->is_resizable()); 93 94 add_padding_x({ &src, &dst }); 95 96 // Allocate tensors 97 src.allocator()->allocate(); 98 dst.allocator()->allocate(); 99 100 ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); 101 ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); 102 103 // Fill tensors 104 fill(AccessorType(src)); 105 106 // Compute GEMM LHS matrix reshape function 107 ITensorPack tensors = { { ACL_SRC, &src }, { ACL_DST, &dst } }; 108 gemm_lhs_reshape.run(tensors); 109 110 return dst; 111 } 112 compute_reference(const TensorShape & input_shape,DataType data_type,const GEMMLHSMatrixInfo & lhs_info)113 SimpleTensor<T> compute_reference(const TensorShape &input_shape, DataType data_type, const GEMMLHSMatrixInfo &lhs_info) 114 { 115 TensorShape src_shape = input_shape; 116 117 // If the input has to be reinterpreted as 3D, collapse the second dimension with the 3rd 118 if(reinterpret_input_as_3d) 119 { 120 src_shape.collapse(2U, 1U); 121 } 122 123 // Create reference 124 SimpleTensor<T> src{ src_shape, data_type, 1 }; 125 126 // Fill reference 127 fill(src); 128 129 TensorShape output_shape = compute_lhs_reshaped_shape(TensorInfo(input_shape, 1, data_type), lhs_info, reinterpret_input_as_3d); 130 131 return reference::gemm_reshape_lhs_matrix<T>(src, output_shape, lhs_info); 132 } 133 134 TensorType _target{}; 135 SimpleTensor<T> _reference{}; 136 }; 137 } // namespace validation 138 } // namespace test 139 } // namespace arm_compute 140 #endif /* ARM_COMPUTE_TEST_GEMMRESHAPELHSMATRIX_FIXTURE */