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_GEMMRESHAPERHSMATRIX_FIXTURE 25 #define ARM_COMPUTE_TEST_GEMMRESHAPERHSMATRIX_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/GEMMReshapeRHSMatrix.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> 50 class GEMMReshapeRHSMatrixValidationFixture : public framework::Fixture 51 { 52 public: 53 template <typename...> setup(TensorShape shape_in,unsigned int batch_size,DataType data_type,unsigned int n0,unsigned int k0,unsigned int h0,bool interleave,bool transpose)54 void setup(TensorShape shape_in, unsigned int batch_size, DataType data_type, unsigned int n0, unsigned int k0, unsigned int h0, bool interleave, bool transpose) 55 { 56 GEMMRHSMatrixInfo rhs_info; 57 rhs_info.n0 = n0; 58 rhs_info.k0 = k0; 59 rhs_info.h0 = h0; 60 rhs_info.interleave = interleave; 61 rhs_info.transpose = transpose; 62 63 // Set the tensor shape 64 const TensorShape shape_src(shape_in[0], 65 shape_in[1], 66 batch_size); 67 68 _target = compute_target(shape_src, data_type, rhs_info); 69 _reference = compute_reference(shape_src, data_type, rhs_info); 70 } 71 72 protected: 73 template <typename U> fill(U && tensor)74 void fill(U &&tensor) 75 { 76 library->fill_tensor_uniform(tensor, 0); 77 } 78 compute_target(TensorShape input_shape,DataType data_type,const GEMMRHSMatrixInfo & rhs_info)79 TensorType compute_target(TensorShape input_shape, DataType data_type, const GEMMRHSMatrixInfo &rhs_info) 80 { 81 // Create tensors 82 TensorType src = create_tensor<TensorType>(input_shape, data_type, 1); 83 TensorType dst; 84 85 // The output tensor will be auto-initialized within the function 86 87 // Create and configure function 88 OperatorType gemm_rhs_reshape; 89 gemm_rhs_reshape.configure(src.info(), dst.info(), rhs_info); 90 91 ARM_COMPUTE_ASSERT(src.info()->is_resizable()); 92 93 add_padding_x({ &src, &dst }); 94 95 // Allocate tensors 96 src.allocator()->allocate(); 97 dst.allocator()->allocate(); 98 99 ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); 100 ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); 101 102 // Fill tensors 103 fill(AccessorType(src)); 104 105 // Compute GEMM RHS matrix reshape function 106 ITensorPack tensors = { { ACL_SRC, &src }, { ACL_DST, &dst } }; 107 gemm_rhs_reshape.run(tensors); 108 109 return dst; 110 } 111 compute_reference(const TensorShape & input_shape,DataType data_type,const GEMMRHSMatrixInfo & rhs_info)112 SimpleTensor<T> compute_reference(const TensorShape &input_shape, DataType data_type, const GEMMRHSMatrixInfo &rhs_info) 113 { 114 // Create reference 115 SimpleTensor<T> src{ input_shape, data_type, 1 }; 116 117 // Fill reference 118 fill(src); 119 120 TensorShape output_shape = compute_rhs_reshaped_shape(TensorInfo(input_shape, 1, data_type), rhs_info); 121 122 return reference::gemm_reshape_rhs_matrix<T>(src, output_shape, rhs_info); 123 } 124 125 TensorType _target{}; 126 SimpleTensor<T> _reference{}; 127 }; 128 } // namespace validation 129 } // namespace test 130 } // namespace arm_compute 131 #endif /* ARM_COMPUTE_TEST_GEMMRESHAPERHSMATRIX_FIXTURE */