| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ReshapeTestImpl.hpp" |
| #include "ElementwiseUnaryTestImpl.hpp" |
| |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 2> Rsqrt2dTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| const unsigned int inputShape[] = { 2, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| 1.f, 4.f, |
| 16.f, 25.f |
| }; |
| |
| std::vector<float> expectedOutputValues |
| { |
| 1.f, 0.5f, |
| 0.25f, 0.2f |
| }; |
| |
| return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Rsqrt, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues); |
| } |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 3> Rsqrt3dTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| const unsigned int inputShape[] = { 3, 1, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| 1.f, 4.f, 16.f, |
| 25.f, 64.f, 100.f |
| }; |
| |
| std::vector<float> expectedOutputValues |
| { |
| 1.f, 0.5f, 0.25f, |
| 0.2f, 0.125f, 0.1f |
| }; |
| |
| return ElementwiseUnaryTestHelper<3, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Rsqrt, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues); |
| } |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 2> RsqrtZeroTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| const unsigned int inputShape[] = { 1, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| 0.f, -0.f |
| }; |
| |
| std::vector<float> expectedOutputValues |
| { |
| INFINITY, -INFINITY |
| }; |
| |
| return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Rsqrt, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues); |
| } |
| |
| template<armnn::DataType ArmnnType, typename T> |
| LayerTestResult<T, 2> RsqrtNegativeTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| const unsigned int inputShape[] = { 1, 2 }; |
| |
| std::vector<float> inputValues |
| { |
| -25.f, -16.f |
| }; |
| |
| std::vector<float> expectedOutputValues |
| { |
| -NAN, -NAN |
| }; |
| |
| return ElementwiseUnaryTestHelper<2, ArmnnType>( |
| workloadFactory, |
| memoryManager, |
| armnn::UnaryOperation::Rsqrt, |
| inputShape, |
| inputValues, |
| inputShape, |
| expectedOutputValues); |
| } |
| |
| // |
| // Explicit template specializations |
| // |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| Rsqrt2dTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> |
| Rsqrt2dTest<armnn::DataType::Float16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> |
| Rsqrt2dTest<armnn::DataType::QAsymmU8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> |
| Rsqrt2dTest<armnn::DataType::QSymmS16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> |
| Rsqrt3dTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> |
| Rsqrt3dTest<armnn::DataType::Float16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> |
| Rsqrt3dTest<armnn::DataType::QAsymmU8>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> |
| Rsqrt3dTest<armnn::DataType::QSymmS16>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| RsqrtZeroTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| |
| template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> |
| RsqrtNegativeTest<armnn::DataType::Float32>( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |