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, |
| 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 }; |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 16 | |
| 17 | std::vector<float> inputValues |
| 18 | { |
| 19 | -0.1f, 0.2f, |
| 20 | 0.3f, -0.4f |
| 21 | }; |
| 22 | |
| 23 | // Calculate output values for input. |
| 24 | auto f = [](float value) |
| 25 | { |
| 26 | return std::abs(value); |
| 27 | }; |
| 28 | std::vector<float> expectedOutputValues(inputValues.size()); |
| 29 | std::transform(inputValues.begin(), inputValues.end(), expectedOutputValues.begin(), f); |
| 30 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 31 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 32 | workloadFactory, |
| 33 | memoryManager, |
| 34 | armnn::UnaryOperation::Abs, |
| 35 | inputShape, |
| 36 | inputValues, |
| 37 | inputShape, |
| 38 | expectedOutputValues); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 39 | } |
| 40 | |
| 41 | template<armnn::DataType ArmnnType, typename T> |
| 42 | LayerTestResult<T, 3> Abs3dTest( |
| 43 | armnn::IWorkloadFactory& workloadFactory, |
| 44 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 45 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 46 | const unsigned int inputShape[] = { 3, 1, 2 }; |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 47 | |
| 48 | std::vector<float> inputValues |
| 49 | { |
| 50 | -0.1f, -0.2f, -0.3f, |
| 51 | 0.1f, 0.2f, 0.3f |
| 52 | }; |
| 53 | |
| 54 | auto f = [](float value) |
| 55 | { |
| 56 | return std::abs(value); |
| 57 | }; |
| 58 | std::vector<float>expectedOutputValues(inputValues.size()); |
| 59 | std::transform(inputValues.begin(), inputValues.end(), expectedOutputValues.begin(), f); |
| 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::Abs, |
| 65 | inputShape, |
| 66 | inputValues, |
| 67 | inputShape, |
| 68 | expectedOutputValues); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 69 | } |
| 70 | |
| 71 | template<armnn::DataType ArmnnType, typename T> |
| 72 | LayerTestResult<T, 2> AbsZeroTest( |
| 73 | armnn::IWorkloadFactory& workloadFactory, |
| 74 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 75 | { |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 76 | const unsigned int inputShape[] = { 1, 2 }; |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 77 | |
| 78 | std::vector<float> inputValues |
| 79 | { |
| 80 | 0.f, -0.f |
| 81 | }; |
| 82 | |
| 83 | std::vector<float> expectedOutputValues |
| 84 | { |
| 85 | 0.f, 0.f |
| 86 | }; |
| 87 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 88 | return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| 89 | workloadFactory, |
| 90 | memoryManager, |
| 91 | armnn::UnaryOperation::Abs, |
| 92 | inputShape, |
| 93 | inputValues, |
| 94 | inputShape, |
| 95 | expectedOutputValues); |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 96 | } |
| 97 | |
| 98 | // |
| 99 | // Explicit template specializations |
| 100 | // |
| 101 | |
| 102 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 103 | Abs2dTest<armnn::DataType::Float32>( |
| 104 | armnn::IWorkloadFactory& workloadFactory, |
| 105 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 106 | |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 107 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 108 | Abs2dTest<armnn::DataType::Float16>( |
| 109 | armnn::IWorkloadFactory& workloadFactory, |
| 110 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 111 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 112 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| 113 | Abs2dTest<armnn::DataType::QAsymmU8>( |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 114 | armnn::IWorkloadFactory& workloadFactory, |
| 115 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 116 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 117 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| 118 | Abs2dTest<armnn::DataType::QSymmS16>( |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 119 | armnn::IWorkloadFactory& workloadFactory, |
| 120 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 121 | |
| 122 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| 123 | Abs3dTest<armnn::DataType::Float32>( |
| 124 | armnn::IWorkloadFactory& workloadFactory, |
| 125 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 126 | |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 127 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| 128 | Abs3dTest<armnn::DataType::Float16>( |
| 129 | armnn::IWorkloadFactory& workloadFactory, |
| 130 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 131 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 132 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| 133 | Abs3dTest<armnn::DataType::QAsymmU8>( |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 134 | armnn::IWorkloadFactory& workloadFactory, |
| 135 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 136 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 137 | template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| 138 | Abs3dTest<armnn::DataType::QSymmS16>( |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 139 | armnn::IWorkloadFactory& workloadFactory, |
| 140 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 141 | |
| 142 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| 143 | AbsZeroTest<armnn::DataType::Float32>( |
| 144 | armnn::IWorkloadFactory& workloadFactory, |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 145 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 146 | |
| 147 | template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| 148 | AbsZeroTest<armnn::DataType::Float16>( |
| 149 | armnn::IWorkloadFactory& workloadFactory, |
Sadik Armagan | 9199e58 | 2019-09-05 17:35:31 +0100 | [diff] [blame] | 150 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |