ArmNN
 22.02
Functions
AbsTestImpl.cpp File Reference
#include "AbsTestImpl.hpp"
#include "ElementwiseUnaryTestImpl.hpp"

Go to the source code of this file.

Functions

template<armnn::DataType ArmnnType, typename T >
LayerTestResult< T, 2 > Abs2dTest (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
 
template<armnn::DataType ArmnnType, typename T >
LayerTestResult< T, 3 > Abs3dTest (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
 
template<armnn::DataType ArmnnType, typename T >
LayerTestResult< T, 2 > AbsZeroTest (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
 
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)
 

Function Documentation

◆ Abs2dTest()

LayerTestResult<T, 2> Abs2dTest ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

Definition at line 11 of file AbsTestImpl.cpp.

References armnn::Abs.

15 {
16  const unsigned int inputShape[] = { 2, 2 };
17 
18  std::vector<float> inputValues
19  {
20  -0.1f, 0.2f,
21  0.3f, -0.4f
22  };
23 
24  // Calculate output values for input.
25  auto f = [](float value)
26  {
27  return std::abs(value);
28  };
29  std::vector<float> expectedOutputValues(inputValues.size());
30  std::transform(inputValues.begin(), inputValues.end(), expectedOutputValues.begin(), f);
31 
32  return ElementwiseUnaryTestHelper<2, ArmnnType>(
33  workloadFactory,
34  memoryManager,
35  armnn::UnaryOperation::Abs,
36  inputShape,
37  inputValues,
38  inputShape,
39  expectedOutputValues,
40  tensorHandleFactory);
41 }

◆ Abs2dTest< armnn::DataType::Float16 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> Abs2dTest< armnn::DataType::Float16 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs2dTest< armnn::DataType::Float32 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> Abs2dTest< armnn::DataType::Float32 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs2dTest< armnn::DataType::QAsymmS8 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2> Abs2dTest< armnn::DataType::QAsymmS8 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs2dTest< armnn::DataType::QAsymmU8 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2> Abs2dTest< armnn::DataType::QAsymmU8 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs2dTest< armnn::DataType::QSymmS16 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2> Abs2dTest< armnn::DataType::QSymmS16 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs2dTest< armnn::DataType::Signed32 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 2> Abs2dTest< armnn::DataType::Signed32 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs3dTest()

LayerTestResult<T, 3> Abs3dTest ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

Definition at line 44 of file AbsTestImpl.cpp.

References armnn::Abs.

48 {
49  const unsigned int inputShape[] = { 3, 1, 2 };
50 
51  std::vector<float> inputValues
52  {
53  -0.1f, -0.2f, -0.3f,
54  0.1f, 0.2f, 0.3f
55  };
56 
57  auto f = [](float value)
58  {
59  return std::abs(value);
60  };
61  std::vector<float>expectedOutputValues(inputValues.size());
62  std::transform(inputValues.begin(), inputValues.end(), expectedOutputValues.begin(), f);
63 
64  return ElementwiseUnaryTestHelper<3, ArmnnType>(
65  workloadFactory,
66  memoryManager,
67  armnn::UnaryOperation::Abs,
68  inputShape,
69  inputValues,
70  inputShape,
71  expectedOutputValues,
72  tensorHandleFactory);
73 }

◆ Abs3dTest< armnn::DataType::Float16 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3> Abs3dTest< armnn::DataType::Float16 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs3dTest< armnn::DataType::Float32 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3> Abs3dTest< armnn::DataType::Float32 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs3dTest< armnn::DataType::QAsymmS8 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3> Abs3dTest< armnn::DataType::QAsymmS8 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs3dTest< armnn::DataType::QAsymmU8 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3> Abs3dTest< armnn::DataType::QAsymmU8 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs3dTest< armnn::DataType::QSymmS16 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3> Abs3dTest< armnn::DataType::QSymmS16 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ Abs3dTest< armnn::DataType::Signed32 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 3> Abs3dTest< armnn::DataType::Signed32 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ AbsZeroTest()

LayerTestResult<T, 2> AbsZeroTest ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

Definition at line 76 of file AbsTestImpl.cpp.

References armnn::Abs.

80 {
81  const unsigned int inputShape[] = { 1, 2 };
82 
83  std::vector<float> inputValues
84  {
85  0.f, -0.f
86  };
87 
88  std::vector<float> expectedOutputValues
89  {
90  0.f, 0.f
91  };
92 
93  return ElementwiseUnaryTestHelper<2, ArmnnType>(
94  workloadFactory,
95  memoryManager,
96  armnn::UnaryOperation::Abs,
97  inputShape,
98  inputValues,
99  inputShape,
100  expectedOutputValues,
101  tensorHandleFactory);
102 }

◆ AbsZeroTest< armnn::DataType::Float16 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2> AbsZeroTest< armnn::DataType::Float16 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ AbsZeroTest< armnn::DataType::Float32 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2> AbsZeroTest< armnn::DataType::Float32 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)

◆ AbsZeroTest< armnn::DataType::Signed32 >()

template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 2> AbsZeroTest< armnn::DataType::Signed32 > ( armnn::IWorkloadFactory &  workloadFactory,
const armnn::IBackendInternal::IMemoryManagerSharedPtr &  memoryManager,
const armnn::ITensorHandleFactory &  tensorHandleFactory 
)