Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ReshapeTestImpl.hpp" |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 7 | #include "ElementwiseUnaryTestImpl.hpp" |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 8 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 9 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 10 | template<armnn::DataType ArmnnType, typename T> |
| 11 | LayerTestResult<T, 2> Rsqrt2dTest( |
| 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) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 15 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 16 | const unsigned int inputShape[] = { 2, 2 }; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 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, 0.5f, |
| 27 | 0.25f, 0.2f |
| 28 | }; |
| 29 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 30 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 31 | workloadFactory, |
| 32 | memoryManager, |
| 33 | armnn::UnaryOperation::Rsqrt, |
| 34 | inputShape, |
| 35 | inputValues, |
| 36 | inputShape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 37 | expectedOutputValues, |
| 38 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 39 | } |
| 40 | |
| 41 | template<armnn::DataType ArmnnType, typename T> |
| 42 | LayerTestResult<T, 3> Rsqrt3dTest( |
| 43 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 44 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 45 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 46 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 47 | const unsigned int inputShape[] = { 3, 1, 2 }; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 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, 0.5f, 0.25f, |
| 58 | 0.2f, 0.125f, 0.1f |
| 59 | }; |
| 60 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 61 | return ElementwiseUnaryTestHelper<3, ArmnnType>( |
| 62 | workloadFactory, |
| 63 | memoryManager, |
| 64 | armnn::UnaryOperation::Rsqrt, |
| 65 | inputShape, |
| 66 | inputValues, |
| 67 | inputShape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 68 | expectedOutputValues, |
| 69 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 70 | } |
| 71 | |
| 72 | template<armnn::DataType ArmnnType, typename T> |
| 73 | LayerTestResult<T, 2> RsqrtZeroTest( |
| 74 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 75 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 76 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 77 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 78 | const unsigned int inputShape[] = { 1, 2 }; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 79 | |
| 80 | std::vector<float> inputValues |
| 81 | { |
| 82 | 0.f, -0.f |
| 83 | }; |
| 84 | |
| 85 | std::vector<float> expectedOutputValues |
| 86 | { |
| 87 | INFINITY, -INFINITY |
| 88 | }; |
| 89 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 90 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 91 | workloadFactory, |
| 92 | memoryManager, |
| 93 | armnn::UnaryOperation::Rsqrt, |
| 94 | inputShape, |
| 95 | inputValues, |
| 96 | inputShape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 97 | expectedOutputValues, |
| 98 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 99 | } |
| 100 | |
| 101 | template<armnn::DataType ArmnnType, typename T> |
| 102 | LayerTestResult<T, 2> RsqrtNegativeTest( |
| 103 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 104 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 105 | const armnn::ITensorHandleFactory& tensorHandleFactory) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 106 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 107 | const unsigned int inputShape[] = { 1, 2 }; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 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 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 119 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 120 | workloadFactory, |
| 121 | memoryManager, |
| 122 | armnn::UnaryOperation::Rsqrt, |
| 123 | inputShape, |
| 124 | inputValues, |
| 125 | inputShape, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 126 | expectedOutputValues, |
| 127 | tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 128 | } |
| 129 | |
| 130 | // |
| 131 | // Explicit template specializations |
| 132 | // |
| 133 | |
| 134 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 135 | Rsqrt2dTest<armnn::DataType::Float32>( |
| 136 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 137 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 138 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 139 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 140 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 141 | Rsqrt2dTest<armnn::DataType::Float16>( |
| 142 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 143 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 144 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 145 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 146 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> |
| 147 | Rsqrt2dTest<armnn::DataType::QAsymmS8>( |
| 148 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 149 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 150 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 151 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 152 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 153 | Rsqrt2dTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 154 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 155 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 156 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 157 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 158 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 159 | Rsqrt2dTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 160 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 161 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 162 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 163 | |
| 164 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| 165 | Rsqrt3dTest<armnn::DataType::Float32>( |
| 166 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 167 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 168 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 169 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 170 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| 171 | Rsqrt3dTest<armnn::DataType::Float16>( |
| 172 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 173 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 174 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 175 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 176 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> |
| 177 | Rsqrt3dTest<armnn::DataType::QAsymmS8>( |
| 178 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 179 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 180 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 181 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 182 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| 183 | Rsqrt3dTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 184 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 185 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 186 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 187 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 188 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| 189 | Rsqrt3dTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 190 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 191 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 192 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 193 | |
| 194 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 195 | RsqrtZeroTest<armnn::DataType::Float32>( |
| 196 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 197 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 198 | const armnn::ITensorHandleFactory& tensorHandleFactory); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 199 | |
| 200 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 201 | RsqrtNegativeTest<armnn::DataType::Float32>( |
| 202 | armnn::IWorkloadFactory& workloadFactory, |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 203 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 204 | const armnn::ITensorHandleFactory& tensorHandleFactory); |