| Teresa Charlin | 0302723 | 2022-05-09 17:27:08 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2022 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | //#include "ReshapeTestImpl.hpp" |
| 7 | #include "ElementwiseUnaryTestImpl.hpp" |
| 8 | |
| 9 | |
| 10 | template<armnn::DataType ArmnnType, typename T> |
| 11 | LayerTestResult<T, 2> Sqrt2dTest( |
| 12 | armnn::IWorkloadFactory& workloadFactory, |
| 13 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 14 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 15 | { |
| 16 | const unsigned int inputShape[] = { 2, 2 }; |
| 17 | |
| 18 | std::vector<float> inputValues |
| 19 | { |
| 20 | 1.f, 4.f, |
| 21 | 16.f, 25.f |
| 22 | }; |
| 23 | |
| 24 | std::vector<float> expectedOutputValues |
| 25 | { |
| 26 | 1.f, 2.f, |
| 27 | 4.f, 5.f |
| 28 | }; |
| 29 | |
| 30 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 31 | workloadFactory, |
| 32 | memoryManager, |
| 33 | armnn::UnaryOperation::Sqrt, |
| 34 | inputShape, |
| 35 | inputValues, |
| 36 | inputShape, |
| 37 | expectedOutputValues, |
| 38 | tensorHandleFactory); |
| 39 | } |
| 40 | |
| 41 | template<armnn::DataType ArmnnType, typename T> |
| 42 | LayerTestResult<T, 3> Sqrt3dTest( |
| 43 | armnn::IWorkloadFactory& workloadFactory, |
| 44 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 45 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 46 | { |
| 47 | const unsigned int inputShape[] = { 3, 1, 2 }; |
| 48 | |
| 49 | std::vector<float> inputValues |
| 50 | { |
| 51 | 1.f, 4.f, 16.f, |
| 52 | 25.f, 64.f, 100.f |
| 53 | }; |
| 54 | |
| 55 | std::vector<float> expectedOutputValues |
| 56 | { |
| 57 | 1.f, 2.f, 4.f, |
| 58 | 5.f, 8.f, 10.f |
| 59 | }; |
| 60 | |
| 61 | return ElementwiseUnaryTestHelper<3, ArmnnType>( |
| 62 | workloadFactory, |
| 63 | memoryManager, |
| 64 | armnn::UnaryOperation::Sqrt, |
| 65 | inputShape, |
| 66 | inputValues, |
| 67 | inputShape, |
| 68 | expectedOutputValues, |
| 69 | tensorHandleFactory); |
| 70 | } |
| 71 | |
| 72 | template<armnn::DataType ArmnnType, typename T> |
| 73 | LayerTestResult<T, 2> SqrtZeroTest( |
| 74 | armnn::IWorkloadFactory& workloadFactory, |
| 75 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 76 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 77 | { |
| 78 | const unsigned int inputShape[] = { 1, 2 }; |
| 79 | |
| 80 | std::vector<float> inputValues |
| 81 | { |
| 82 | 0.f, -0.f |
| 83 | }; |
| 84 | |
| 85 | std::vector<float> expectedOutputValues |
| 86 | { |
| 87 | 0, 0 |
| 88 | }; |
| 89 | |
| 90 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 91 | workloadFactory, |
| 92 | memoryManager, |
| 93 | armnn::UnaryOperation::Sqrt, |
| 94 | inputShape, |
| 95 | inputValues, |
| 96 | inputShape, |
| 97 | expectedOutputValues, |
| 98 | tensorHandleFactory); |
| 99 | } |
| 100 | |
| 101 | template<armnn::DataType ArmnnType, typename T> |
| 102 | LayerTestResult<T, 2> SqrtNegativeTest( |
| 103 | armnn::IWorkloadFactory& workloadFactory, |
| 104 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 105 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
| 106 | { |
| 107 | const unsigned int inputShape[] = { 1, 2 }; |
| 108 | |
| 109 | std::vector<float> inputValues |
| 110 | { |
| 111 | -25.f, -16.f |
| 112 | }; |
| 113 | |
| 114 | std::vector<float> expectedOutputValues |
| 115 | { |
| 116 | -NAN, -NAN |
| 117 | }; |
| 118 | |
| 119 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 120 | workloadFactory, |
| 121 | memoryManager, |
| 122 | armnn::UnaryOperation::Sqrt, |
| 123 | inputShape, |
| 124 | inputValues, |
| 125 | inputShape, |
| 126 | expectedOutputValues, |
| 127 | tensorHandleFactory); |
| 128 | } |
| 129 | |
| 130 | // |
| 131 | // Explicit template specializations |
| 132 | // |
| 133 | |
| 134 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 135 | Sqrt2dTest<armnn::DataType::Float32>( |
| 136 | armnn::IWorkloadFactory& workloadFactory, |
| 137 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 138 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 139 | |
| 140 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 141 | Sqrt2dTest<armnn::DataType::Float16>( |
| 142 | armnn::IWorkloadFactory& workloadFactory, |
| 143 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 144 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 145 | |
| 146 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> |
| 147 | Sqrt2dTest<armnn::DataType::QAsymmS8>( |
| 148 | armnn::IWorkloadFactory& workloadFactory, |
| 149 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 150 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 151 | |
| 152 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 153 | Sqrt2dTest<armnn::DataType::QAsymmU8>( |
| 154 | armnn::IWorkloadFactory& workloadFactory, |
| 155 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 156 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 157 | |
| 158 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 159 | Sqrt2dTest<armnn::DataType::QSymmS16>( |
| 160 | armnn::IWorkloadFactory& workloadFactory, |
| 161 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 162 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 163 | |
| 164 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| 165 | Sqrt3dTest<armnn::DataType::Float32>( |
| 166 | armnn::IWorkloadFactory& workloadFactory, |
| 167 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 168 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 169 | |
| 170 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| 171 | Sqrt3dTest<armnn::DataType::Float16>( |
| 172 | armnn::IWorkloadFactory& workloadFactory, |
| 173 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 174 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 175 | |
| 176 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> |
| 177 | Sqrt3dTest<armnn::DataType::QAsymmS8>( |
| 178 | armnn::IWorkloadFactory& workloadFactory, |
| 179 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 180 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 181 | |
| 182 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| 183 | Sqrt3dTest<armnn::DataType::QAsymmU8>( |
| 184 | armnn::IWorkloadFactory& workloadFactory, |
| 185 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 186 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 187 | |
| 188 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| 189 | Sqrt3dTest<armnn::DataType::QSymmS16>( |
| 190 | armnn::IWorkloadFactory& workloadFactory, |
| 191 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 192 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 193 | |
| 194 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 195 | SqrtZeroTest<armnn::DataType::Float32>( |
| 196 | armnn::IWorkloadFactory& workloadFactory, |
| 197 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 198 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
| 199 | |
| 200 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 201 | SqrtNegativeTest<armnn::DataType::Float32>( |
| 202 | armnn::IWorkloadFactory& workloadFactory, |
| 203 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 204 | const armnn::ITensorHandleFactory& tensorHandleFactory); |