Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "AbsTestImpl.hpp" |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 7 | #include "ElementwiseUnaryTestImpl.hpp" |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 8 | |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 9 | |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 10 | template<armnn::DataType ArmnnType, typename T> |
| 11 | LayerTestResult<T, 2> Abs2dTest( |
| 12 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 13 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 14 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 15 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 16 | const unsigned int inputShape[] = { 2, 2 }; |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 17 | |
| 18 | std::vector<float> inputValues |
| 19 | { |
| 20 | -0.1f, 0.2f, |
| 21 | 0.3f, -0.4f |
| 22 | }; |
| 23 | |
| 24 | // Calculate output values for input. |
| 25 | auto f = [](float value) |
| 26 | { |
| 27 | return std::abs(value); |
| 28 | }; |
| 29 | std::vector<float> expectedOutputValues(inputValues.size()); |
| 30 | std::transform(inputValues.begin(), inputValues.end(), expectedOutputValues.begin(), f); |
| 31 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 32 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 33 | workloadFactory, |
| 34 | memoryManager, |
| 35 | armnn::UnaryOperation::Abs, |
| 36 | inputShape, |
| 37 | inputValues, |
| 38 | inputShape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 39 | expectedOutputValues, |
| 40 | tensorHandleFactory); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 41 | } |
| 42 | |
| 43 | template<armnn::DataType ArmnnType, typename T> |
| 44 | LayerTestResult<T, 3> Abs3dTest( |
| 45 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 46 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 47 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 48 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 49 | const unsigned int inputShape[] = { 3, 1, 2 }; |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 50 | |
| 51 | std::vector<float> inputValues |
| 52 | { |
| 53 | -0.1f, -0.2f, -0.3f, |
| 54 | 0.1f, 0.2f, 0.3f |
| 55 | }; |
| 56 | |
| 57 | auto f = [](float value) |
| 58 | { |
| 59 | return std::abs(value); |
| 60 | }; |
| 61 | std::vector<float>expectedOutputValues(inputValues.size()); |
| 62 | std::transform(inputValues.begin(), inputValues.end(), expectedOutputValues.begin(), f); |
| 63 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 64 | return ElementwiseUnaryTestHelper<3, ArmnnType>( |
| 65 | workloadFactory, |
| 66 | memoryManager, |
| 67 | armnn::UnaryOperation::Abs, |
| 68 | inputShape, |
| 69 | inputValues, |
| 70 | inputShape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 71 | expectedOutputValues, |
| 72 | tensorHandleFactory); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 73 | } |
| 74 | |
| 75 | template<armnn::DataType ArmnnType, typename T> |
| 76 | LayerTestResult<T, 2> AbsZeroTest( |
| 77 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 78 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 79 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 80 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 81 | const unsigned int inputShape[] = { 1, 2 }; |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 82 | |
| 83 | std::vector<float> inputValues |
| 84 | { |
| 85 | 0.f, -0.f |
| 86 | }; |
| 87 | |
| 88 | std::vector<float> expectedOutputValues |
| 89 | { |
| 90 | 0.f, 0.f |
| 91 | }; |
| 92 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 93 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 94 | workloadFactory, |
| 95 | memoryManager, |
| 96 | armnn::UnaryOperation::Abs, |
| 97 | inputShape, |
| 98 | inputValues, |
| 99 | inputShape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 100 | expectedOutputValues, |
| 101 | tensorHandleFactory); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 102 | } |
| 103 | |
| 104 | // |
| 105 | // Explicit template specializations |
| 106 | // |
| 107 | |
| 108 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 109 | Abs2dTest<armnn::DataType::Float32>( |
| 110 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 111 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 112 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 113 | |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 114 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 115 | Abs2dTest<armnn::DataType::Float16>( |
| 116 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 117 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 118 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 119 | |
Kevin May | ec52c3a | 2020-04-24 09:42:31 +0100 | [diff] [blame] | 120 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 2> |
| 121 | Abs2dTest<armnn::DataType::Signed32>( |
| 122 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 123 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 124 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Kevin May | ec52c3a | 2020-04-24 09:42:31 +0100 | [diff] [blame] | 125 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 126 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> |
| 127 | Abs2dTest<armnn::DataType::QAsymmS8>( |
| 128 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 129 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 130 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 131 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 132 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 133 | Abs2dTest<armnn::DataType::QAsymmU8>( |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 134 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 135 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 136 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 137 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 138 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 139 | Abs2dTest<armnn::DataType::QSymmS16>( |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 140 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 141 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 142 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 143 | |
| 144 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| 145 | Abs3dTest<armnn::DataType::Float32>( |
| 146 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 147 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 148 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 149 | |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 150 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| 151 | Abs3dTest<armnn::DataType::Float16>( |
| 152 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 153 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 154 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 155 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 156 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> |
| 157 | Abs3dTest<armnn::DataType::QAsymmS8>( |
| 158 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 159 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 160 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 161 | |
Kevin May | ec52c3a | 2020-04-24 09:42:31 +0100 | [diff] [blame] | 162 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 3> |
| 163 | Abs3dTest<armnn::DataType::Signed32>( |
| 164 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 165 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 166 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Kevin May | ec52c3a | 2020-04-24 09:42:31 +0100 | [diff] [blame] | 167 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 168 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| 169 | Abs3dTest<armnn::DataType::QAsymmU8>( |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 170 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 171 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 172 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 173 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 174 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| 175 | Abs3dTest<armnn::DataType::QSymmS16>( |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 176 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 177 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 178 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 179 | |
| 180 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 181 | AbsZeroTest<armnn::DataType::Float32>( |
| 182 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 183 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 184 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 185 | |
| 186 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 187 | AbsZeroTest<armnn::DataType::Float16>( |
| 188 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 189 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 190 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Kevin May | ec52c3a | 2020-04-24 09:42:31 +0100 | [diff] [blame] | 191 | |
| 192 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 2> |
| 193 | AbsZeroTest<armnn::DataType::Signed32>( |
| 194 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 195 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 196 | const armnn::ITensorHandleFactory& tensorHandleFactory); |