| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "AbsTestImpl.hpp" |
| #include "ElementwiseUnaryTestImpl.hpp" |
| |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 2> Abs2dTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory) |
| { |
| const unsigned int inputShape[] = { 2, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| -0.1f, 0.2f, |
| 0.3f, -0.4f |
| }; |
| |
| // Calculate output values for input. |
| auto f = [](float value) |
| { |
| return std::abs(value); |
| }; |
| std::vector<float> expectedOutputValues(inputValues.size()); |
| std::transform(inputValues.begin(), inputValues.end(), expectedOutputValues.begin(), f); |
| |
| return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Abs, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues, |
| tensorHandleFactory); |
| } |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 3> Abs3dTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory) |
| { |
| const unsigned int inputShape[] = { 3, 1, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| -0.1f, -0.2f, -0.3f, |
| 0.1f, 0.2f, 0.3f |
| }; |
| |
| auto f = [](float value) |
| { |
| return std::abs(value); |
| }; |
| std::vector<float>expectedOutputValues(inputValues.size()); |
| std::transform(inputValues.begin(), inputValues.end(), expectedOutputValues.begin(), f); |
| |
| return ElementwiseUnaryTestHelper<3, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Abs, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues, |
| tensorHandleFactory); |
| } |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 2> AbsZeroTest( |
| 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 |
| { |
| 0.f, 0.f |
| }; |
| |
| return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Abs, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues, |
| tensorHandleFactory); |
| } |
| |
| // |
| // Explicit template specializations |
| // |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| Abs2dTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| Abs2dTest<armnn::DataType::Float16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 2> |
| Abs2dTest<armnn::DataType::Signed32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> |
| Abs2dTest<armnn::DataType::QAsymmS8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| Abs2dTest<armnn::DataType::QAsymmU8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| Abs2dTest<armnn::DataType::QSymmS16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| Abs3dTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| Abs3dTest<armnn::DataType::Float16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> |
| Abs3dTest<armnn::DataType::QAsymmS8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 3> |
| Abs3dTest<armnn::DataType::Signed32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| Abs3dTest<armnn::DataType::QAsymmU8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| Abs3dTest<armnn::DataType::QSymmS16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| AbsZeroTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| AbsZeroTest<armnn::DataType::Float16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 2> |
| AbsZeroTest<armnn::DataType::Signed32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| const armnn::ITensorHandleFactory& tensorHandleFactory); |