| // |
| // Copyright © 2020 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ExpTestImpl.hpp" |
| #include "ElementwiseUnaryTestImpl.hpp" |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 2> Exp2dTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory) |
| { |
| const unsigned int inputShape[] = { 2, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| 3.0f, 2.0f, |
| 1.0f, 1.1f |
| }; |
| |
| std::vector<float> expectedOutputValues |
| { |
| 20.085536923188f, 7.389056098931f, |
| 2.718281828459f, 3.004166023946f |
| }; |
| |
| return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Exp, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues, |
| tensorHandleFactory); |
| } |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 3> Exp3dTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory) |
| { |
| const unsigned int inputShape[] = { 3, 1, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| 5.0f, 4.0f, |
| 3.0f, 2.0f, |
| 1.0f, 1.1f |
| }; |
| |
| std::vector<float> expectedOutputValues |
| { |
| 148.413159102577f, 54.598150033144f, |
| 20.085536923188f, 7.389056098931f, |
| 2.718281828459f, 3.004166023946f |
| }; |
| |
| return ElementwiseUnaryTestHelper<3, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Exp, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues, |
| tensorHandleFactory); |
| } |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 2> ExpZeroTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory) |
| { |
| const unsigned int inputShape[] = { 1, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| 0.f, 0.f |
| }; |
| |
| std::vector<float> expectedOutputValues |
| { |
| 1.0f, 1.0f |
| }; |
| |
| return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Exp, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues, |
| tensorHandleFactory); |
| } |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 2> ExpNegativeTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory) |
| { |
| const unsigned int inputShape[] = { 1, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| -5.9f, -5.8f |
| }; |
| |
| std::vector<float> expectedOutputValues |
| { |
| 0.0027394448187683684f, 0.0030275547453758153f, |
| }; |
| |
| return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Exp, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues, |
| tensorHandleFactory); |
| } |
| |
| // |
| // Explicit template specializations |
| // |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| Exp2dTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| Exp2dTest<armnn::DataType::Float16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> |
| Exp2dTest<armnn::DataType::QAsymmS8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| Exp2dTest<armnn::DataType::QAsymmU8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| Exp2dTest<armnn::DataType::QSymmS16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| Exp3dTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| Exp3dTest<armnn::DataType::Float16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> |
| Exp3dTest<armnn::DataType::QAsymmS8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| Exp3dTest<armnn::DataType::QAsymmU8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| Exp3dTest<armnn::DataType::QSymmS16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| ExpZeroTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| ExpNegativeTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |