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, |
| 13 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 14 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 15 | const unsigned int inputShape[] = { 2, 2 }; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 16 | |
| 17 | std::vector<float> inputValues |
| 18 | { |
| 19 | 1.f, 4.f, |
| 20 | 16.f, 25.f |
| 21 | }; |
| 22 | |
| 23 | std::vector<float> expectedOutputValues |
| 24 | { |
| 25 | 1.f, 0.5f, |
| 26 | 0.25f, 0.2f |
| 27 | }; |
| 28 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 29 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 30 | workloadFactory, |
| 31 | memoryManager, |
| 32 | armnn::UnaryOperation::Rsqrt, |
| 33 | inputShape, |
| 34 | inputValues, |
| 35 | inputShape, |
| 36 | expectedOutputValues); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 37 | } |
| 38 | |
| 39 | template<armnn::DataType ArmnnType, typename T> |
| 40 | LayerTestResult<T, 3> Rsqrt3dTest( |
| 41 | armnn::IWorkloadFactory& workloadFactory, |
| 42 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 43 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 44 | const unsigned int inputShape[] = { 3, 1, 2 }; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 45 | |
| 46 | std::vector<float> inputValues |
| 47 | { |
| 48 | 1.f, 4.f, 16.f, |
| 49 | 25.f, 64.f, 100.f |
| 50 | }; |
| 51 | |
| 52 | std::vector<float> expectedOutputValues |
| 53 | { |
| 54 | 1.f, 0.5f, 0.25f, |
| 55 | 0.2f, 0.125f, 0.1f |
| 56 | }; |
| 57 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 58 | return ElementwiseUnaryTestHelper<3, ArmnnType>( |
| 59 | workloadFactory, |
| 60 | memoryManager, |
| 61 | armnn::UnaryOperation::Rsqrt, |
| 62 | inputShape, |
| 63 | inputValues, |
| 64 | inputShape, |
| 65 | expectedOutputValues); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 66 | } |
| 67 | |
| 68 | template<armnn::DataType ArmnnType, typename T> |
| 69 | LayerTestResult<T, 2> RsqrtZeroTest( |
| 70 | armnn::IWorkloadFactory& workloadFactory, |
| 71 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 72 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 73 | const unsigned int inputShape[] = { 1, 2 }; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 74 | |
| 75 | std::vector<float> inputValues |
| 76 | { |
| 77 | 0.f, -0.f |
| 78 | }; |
| 79 | |
| 80 | std::vector<float> expectedOutputValues |
| 81 | { |
| 82 | INFINITY, -INFINITY |
| 83 | }; |
| 84 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 85 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 86 | workloadFactory, |
| 87 | memoryManager, |
| 88 | armnn::UnaryOperation::Rsqrt, |
| 89 | inputShape, |
| 90 | inputValues, |
| 91 | inputShape, |
| 92 | expectedOutputValues); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 93 | } |
| 94 | |
| 95 | template<armnn::DataType ArmnnType, typename T> |
| 96 | LayerTestResult<T, 2> RsqrtNegativeTest( |
| 97 | armnn::IWorkloadFactory& workloadFactory, |
| 98 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 99 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 100 | const unsigned int inputShape[] = { 1, 2 }; |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 101 | |
| 102 | std::vector<float> inputValues |
| 103 | { |
| 104 | -25.f, -16.f |
| 105 | }; |
| 106 | |
| 107 | std::vector<float> expectedOutputValues |
| 108 | { |
| 109 | -NAN, -NAN |
| 110 | }; |
| 111 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 112 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 113 | workloadFactory, |
| 114 | memoryManager, |
| 115 | armnn::UnaryOperation::Rsqrt, |
| 116 | inputShape, |
| 117 | inputValues, |
| 118 | inputShape, |
| 119 | expectedOutputValues); |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 120 | } |
| 121 | |
| 122 | // |
| 123 | // Explicit template specializations |
| 124 | // |
| 125 | |
| 126 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 127 | Rsqrt2dTest<armnn::DataType::Float32>( |
| 128 | armnn::IWorkloadFactory& workloadFactory, |
| 129 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 130 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 131 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 132 | Rsqrt2dTest<armnn::DataType::Float16>( |
| 133 | armnn::IWorkloadFactory& workloadFactory, |
| 134 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 135 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 136 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 137 | Rsqrt2dTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 138 | armnn::IWorkloadFactory& workloadFactory, |
| 139 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 140 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 141 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 142 | Rsqrt2dTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 143 | armnn::IWorkloadFactory& workloadFactory, |
| 144 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 145 | |
| 146 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| 147 | Rsqrt3dTest<armnn::DataType::Float32>( |
| 148 | armnn::IWorkloadFactory& workloadFactory, |
| 149 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 150 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 151 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| 152 | Rsqrt3dTest<armnn::DataType::Float16>( |
| 153 | armnn::IWorkloadFactory& workloadFactory, |
| 154 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 155 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 156 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| 157 | Rsqrt3dTest<armnn::DataType::QAsymmU8>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 158 | armnn::IWorkloadFactory& workloadFactory, |
| 159 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 160 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 161 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| 162 | Rsqrt3dTest<armnn::DataType::QSymmS16>( |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 163 | armnn::IWorkloadFactory& workloadFactory, |
| 164 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 165 | |
| 166 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 167 | RsqrtZeroTest<armnn::DataType::Float32>( |
| 168 | armnn::IWorkloadFactory& workloadFactory, |
| 169 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 170 | |
| 171 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 172 | RsqrtNegativeTest<armnn::DataType::Float32>( |
| 173 | armnn::IWorkloadFactory& workloadFactory, |
| 174 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |