1 /* 2 * Copyright (c) 2017-2021 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_GEMM_TRANSPOSE_1XW_FIXTURE 25 #define ARM_COMPUTE_TEST_GEMM_TRANSPOSE_1XW_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/Helpers.h" 35 #include "tests/validation/reference/GEMMTranspose1xW.h" 36 37 #include <random> 38 39 namespace arm_compute 40 { 41 namespace test 42 { 43 namespace validation 44 { 45 template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 46 class GEMMTranspose1xWValidationFixture : public framework::Fixture 47 { 48 public: 49 template <typename...> setup(size_t x,size_t y,DataType data_type)50 void setup(size_t x, size_t y, DataType data_type) 51 { 52 _data_type = data_type; 53 const TensorShape shape_a(x, y); 54 const unsigned int transpose_w = 16 / data_size_from_type(data_type); 55 const TensorShape shape_b(static_cast<size_t>(y * transpose_w), static_cast<size_t>(std::ceil(x / static_cast<float>(transpose_w)))); 56 _target = compute_target(shape_a, shape_b, data_type); 57 _reference = compute_reference(shape_a, data_type); 58 } 59 60 protected: 61 template <typename U> fill(U && tensor,int i)62 void fill(U &&tensor, int i) 63 { 64 switch(tensor.data_type()) 65 { 66 case DataType::F16: 67 { 68 arm_compute::utils::uniform_real_distribution_16bit<half> distribution{ -1.0f, 1.0f }; 69 library->fill(tensor, distribution, i); 70 break; 71 } 72 case DataType::F32: 73 { 74 std::uniform_real_distribution<float> distribution(-1.0f, 1.0f); 75 library->fill(tensor, distribution, i); 76 break; 77 } 78 default: 79 library->fill_tensor_uniform(tensor, i); 80 break; 81 } 82 } 83 compute_target(const TensorShape & shape_a,const TensorShape & shape_b,DataType data_type)84 TensorType compute_target(const TensorShape &shape_a, const TensorShape &shape_b, DataType data_type) 85 { 86 // Create tensors 87 TensorType a = create_tensor<TensorType>(shape_a, data_type, 1); 88 TensorType b = create_tensor<TensorType>(shape_b, data_type, 1); 89 90 // Create and configure function 91 FunctionType f; 92 f.configure(a.info(), b.info()); 93 94 ARM_COMPUTE_ASSERT(a.info()->is_resizable()); 95 ARM_COMPUTE_ASSERT(b.info()->is_resizable()); 96 97 // Allocate tensors 98 a.allocator()->allocate(); 99 b.allocator()->allocate(); 100 101 ARM_COMPUTE_ASSERT(!a.info()->is_resizable()); 102 ARM_COMPUTE_ASSERT(!b.info()->is_resizable()); 103 104 // Fill tensors 105 fill(AccessorType(a), 0); 106 fill(AccessorType(b), 1); 107 108 // Compute GEMM function 109 ITensorPack tensors{ { ACL_SRC, &a }, { ACL_DST, &b } }; 110 f.run(tensors); 111 112 return b; 113 } 114 compute_reference(const TensorShape & shape_a,DataType data_type)115 SimpleTensor<T> compute_reference(const TensorShape &shape_a, DataType data_type) 116 { 117 // Create reference 118 SimpleTensor<T> a{ shape_a, data_type, 1 }; 119 120 // Fill reference 121 fill(a, 0); 122 123 return reference::gemm_transpose_1xW<T>(a); 124 } 125 126 TensorType _target{}; 127 SimpleTensor<T> _reference{}; 128 DataType _data_type{}; 129 }; 130 } // namespace validation 131 } // namespace test 132 } // namespace arm_compute 133 #endif /* ARM_COMPUTE_TEST_GEMM_TRANSPOSE_1XW_FIXTURE */ 134