1 /* 2 * Copyright (c) 2017-2018 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_INTERLEAVE_4X4_FIXTURE 25 #define ARM_COMPUTE_TEST_GEMM_INTERLEAVE_4X4_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/GEMMInterleave4x4.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 GEMMInterleave4x4ValidationFixture : 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 TensorShape shape_b(static_cast<size_t>(x * 4.f), static_cast<size_t>(std::ceil(y / 4.f))); 55 _target = compute_target(shape_a, shape_b, data_type); 56 _reference = compute_reference(shape_a, shape_b, data_type); 57 } 58 59 protected: 60 template <typename U> fill(U && tensor,int i)61 void fill(U &&tensor, int i) 62 { 63 switch(tensor.data_type()) 64 { 65 case DataType::F16: 66 case DataType::F32: 67 { 68 std::uniform_real_distribution<> distribution(-1.f, 1.f); 69 library->fill(tensor, distribution, i); 70 break; 71 } 72 default: 73 library->fill_tensor_uniform(tensor, i); 74 break; 75 } 76 } 77 compute_target(const TensorShape & shape_a,const TensorShape & shape_b,DataType data_type)78 TensorType compute_target(const TensorShape &shape_a, const TensorShape &shape_b, DataType data_type) 79 { 80 // Create tensors 81 TensorType a = create_tensor<TensorType>(shape_a, data_type, 1); 82 TensorType b = create_tensor<TensorType>(shape_b, data_type, 1); 83 84 // Create and configure function 85 FunctionType f; 86 f.configure(&a, &b); 87 88 ARM_COMPUTE_EXPECT(a.info()->is_resizable(), framework::LogLevel::ERRORS); 89 ARM_COMPUTE_EXPECT(b.info()->is_resizable(), framework::LogLevel::ERRORS); 90 91 // Allocate tensors 92 a.allocator()->allocate(); 93 b.allocator()->allocate(); 94 95 ARM_COMPUTE_EXPECT(!a.info()->is_resizable(), framework::LogLevel::ERRORS); 96 ARM_COMPUTE_EXPECT(!b.info()->is_resizable(), framework::LogLevel::ERRORS); 97 98 // Fill tensors 99 fill(AccessorType(a), 0); 100 fill(AccessorType(b), 0); 101 102 // Compute GEMM function 103 f.run(); 104 return b; 105 } 106 compute_reference(const TensorShape & shape_a,const TensorShape & shape_b,DataType data_type)107 SimpleTensor<T> compute_reference(const TensorShape &shape_a, const TensorShape &shape_b, DataType data_type) 108 { 109 // Create reference 110 SimpleTensor<T> a{ shape_a, data_type, 1 }; 111 SimpleTensor<T> b{ shape_b, data_type, 1 }; 112 113 // Fill reference 114 fill(a, 0); 115 fill(b, 0); 116 117 return reference::gemm_interleave_4x4<T>(a, b); 118 } 119 120 TensorType _target{}; 121 SimpleTensor<T> _reference{}; 122 DataType _data_type{}; 123 }; 124 } // namespace validation 125 } // namespace test 126 } // namespace arm_compute 127 #endif /* ARM_COMPUTE_TEST_GEMM_INTERLEAVE_4X4_FIXTURE */ 128