| Sadik Armagan | ac47210 | 2020-03-24 09:54:36 +0000 | [diff] [blame^] | 1 | // |
| 2 | // Copyright © 2020 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "NegTestImpl.hpp" |
| 7 | #include "ElementwiseUnaryTestImpl.hpp" |
| 8 | |
| 9 | |
| 10 | template<armnn::DataType ArmnnType, typename T> |
| 11 | LayerTestResult<T, 2> Neg2dTest( |
| 12 | armnn::IWorkloadFactory& workloadFactory, |
| 13 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 14 | { |
| 15 | const unsigned int inputShape[] = { 2, 2 }; |
| 16 | |
| 17 | std::vector<float> inputValues |
| 18 | { |
| 19 | 1.f, 1.f, |
| 20 | 2.f, 25.f |
| 21 | }; |
| 22 | |
| 23 | std::vector<float> expectedOutputValues |
| 24 | { |
| 25 | -1.f, -1.f, |
| 26 | -2.f, -25.f |
| 27 | }; |
| 28 | |
| 29 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 30 | workloadFactory, |
| 31 | memoryManager, |
| 32 | armnn::UnaryOperation::Neg, |
| 33 | inputShape, |
| 34 | inputValues, |
| 35 | inputShape, |
| 36 | expectedOutputValues); |
| 37 | } |
| 38 | |
| 39 | template<armnn::DataType ArmnnType, typename T> |
| 40 | LayerTestResult<T, 3> Neg3dTest( |
| 41 | armnn::IWorkloadFactory& workloadFactory, |
| 42 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 43 | { |
| 44 | const unsigned int inputShape[] = { 3, 1, 2 }; |
| 45 | |
| 46 | std::vector<float> inputValues |
| 47 | { |
| 48 | 1.f, 0.f, 3.f, |
| 49 | 25.f, 64.f, 100.f |
| 50 | }; |
| 51 | |
| 52 | std::vector<float> expectedOutputValues |
| 53 | { |
| 54 | -1.f, 0.f, -3.f, |
| 55 | -25.f, -64.f, -100.f |
| 56 | }; |
| 57 | |
| 58 | return ElementwiseUnaryTestHelper<3, ArmnnType>( |
| 59 | workloadFactory, |
| 60 | memoryManager, |
| 61 | armnn::UnaryOperation::Neg, |
| 62 | inputShape, |
| 63 | inputValues, |
| 64 | inputShape, |
| 65 | expectedOutputValues); |
| 66 | } |
| 67 | |
| 68 | template<armnn::DataType ArmnnType, typename T> |
| 69 | LayerTestResult<T, 2> NegZeroTest( |
| 70 | armnn::IWorkloadFactory& workloadFactory, |
| 71 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 72 | { |
| 73 | const unsigned int inputShape[] = { 1, 2 }; |
| 74 | |
| 75 | std::vector<float> inputValues |
| 76 | { |
| 77 | 0.f, 0.f |
| 78 | }; |
| 79 | |
| 80 | std::vector<float> expectedOutputValues |
| 81 | { |
| 82 | 0.f, 0.f |
| 83 | }; |
| 84 | |
| 85 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 86 | workloadFactory, |
| 87 | memoryManager, |
| 88 | armnn::UnaryOperation::Neg, |
| 89 | inputShape, |
| 90 | inputValues, |
| 91 | inputShape, |
| 92 | expectedOutputValues); |
| 93 | } |
| 94 | |
| 95 | template<armnn::DataType ArmnnType, typename T> |
| 96 | LayerTestResult<T, 2> NegNegativeTest( |
| 97 | armnn::IWorkloadFactory& workloadFactory, |
| 98 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 99 | { |
| 100 | const unsigned int inputShape[] = { 1, 2 }; |
| 101 | |
| 102 | std::vector<float> inputValues |
| 103 | { |
| 104 | -25.f, -16.f |
| 105 | }; |
| 106 | |
| 107 | std::vector<float> expectedOutputValues |
| 108 | { |
| 109 | 25.f, 16.f |
| 110 | }; |
| 111 | |
| 112 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 113 | workloadFactory, |
| 114 | memoryManager, |
| 115 | armnn::UnaryOperation::Neg, |
| 116 | inputShape, |
| 117 | inputValues, |
| 118 | inputShape, |
| 119 | expectedOutputValues); |
| 120 | } |
| 121 | |
| 122 | // |
| 123 | // Explicit template specializations |
| 124 | // |
| 125 | |
| 126 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 127 | Neg2dTest<armnn::DataType::Float32>( |
| 128 | armnn::IWorkloadFactory& workloadFactory, |
| 129 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 130 | |
| 131 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 132 | Neg2dTest<armnn::DataType::Float16>( |
| 133 | armnn::IWorkloadFactory& workloadFactory, |
| 134 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 135 | |
| 136 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 137 | Neg2dTest<armnn::DataType::QAsymmU8>( |
| 138 | armnn::IWorkloadFactory& workloadFactory, |
| 139 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 140 | |
| 141 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 142 | Neg2dTest<armnn::DataType::QSymmS16>( |
| 143 | armnn::IWorkloadFactory& workloadFactory, |
| 144 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 145 | |
| 146 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| 147 | Neg3dTest<armnn::DataType::Float32>( |
| 148 | armnn::IWorkloadFactory& workloadFactory, |
| 149 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 150 | |
| 151 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| 152 | Neg3dTest<armnn::DataType::Float16>( |
| 153 | armnn::IWorkloadFactory& workloadFactory, |
| 154 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 155 | |
| 156 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| 157 | Neg3dTest<armnn::DataType::QAsymmU8>( |
| 158 | armnn::IWorkloadFactory& workloadFactory, |
| 159 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 160 | |
| 161 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| 162 | Neg3dTest<armnn::DataType::QSymmS16>( |
| 163 | armnn::IWorkloadFactory& workloadFactory, |
| 164 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 165 | |
| 166 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 167 | NegZeroTest<armnn::DataType::Float32>( |
| 168 | armnn::IWorkloadFactory& workloadFactory, |
| 169 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 170 | |
| 171 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 172 | NegNegativeTest<armnn::DataType::Float32>( |
| 173 | armnn::IWorkloadFactory& workloadFactory, |
| 174 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |