ArmNN
 20.02
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)
 
template<armnn::DataType ArmnnType, typename T >
LayerTestResult< T, 3 > Abs3dTest (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template<armnn::DataType ArmnnType, typename T >
LayerTestResult< T, 2 > AbsZeroTest (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::Float32 >, 2 > Abs2dTest< armnn::DataType::Float32 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::Float16 >, 2 > Abs2dTest< armnn::DataType::Float16 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::QAsymmU8 >, 2 > Abs2dTest< armnn::DataType::QAsymmU8 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::QSymmS16 >, 2 > Abs2dTest< armnn::DataType::QSymmS16 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::Float32 >, 3 > Abs3dTest< armnn::DataType::Float32 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::Float16 >, 3 > Abs3dTest< armnn::DataType::Float16 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::QAsymmU8 >, 3 > Abs3dTest< armnn::DataType::QAsymmU8 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::QSymmS16 >, 3 > Abs3dTest< armnn::DataType::QSymmS16 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::Float32 >, 2 > AbsZeroTest< armnn::DataType::Float32 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 
template LayerTestResult< armnn::ResolveType< armnn::DataType::Float16 >, 2 > AbsZeroTest< armnn::DataType::Float16 > (armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
 

Function Documentation

◆ Abs2dTest()

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

Definition at line 11 of file AbsTestImpl.cpp.

References armnn::Abs.

14 {
15  const unsigned int inputShape[] = { 2, 2 };
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 
31  return ElementwiseUnaryTestHelper<2, ArmnnType>(
32  workloadFactory,
33  memoryManager,
34  armnn::UnaryOperation::Abs,
35  inputShape,
36  inputValues,
37  inputShape,
38  expectedOutputValues);
39 }

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

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

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

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

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

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

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

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

◆ Abs3dTest()

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

Definition at line 42 of file AbsTestImpl.cpp.

References armnn::Abs.

45 {
46  const unsigned int inputShape[] = { 3, 1, 2 };
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 
61  return ElementwiseUnaryTestHelper<3, ArmnnType>(
62  workloadFactory,
63  memoryManager,
64  armnn::UnaryOperation::Abs,
65  inputShape,
66  inputValues,
67  inputShape,
68  expectedOutputValues);
69 }

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

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

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

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

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

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

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

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

◆ AbsZeroTest()

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

Definition at line 72 of file AbsTestImpl.cpp.

References armnn::Abs.

75 {
76  const unsigned int inputShape[] = { 1, 2 };
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 
88  return ElementwiseUnaryTestHelper<2, ArmnnType>(
89  workloadFactory,
90  memoryManager,
91  armnn::UnaryOperation::Abs,
92  inputShape,
93  inputValues,
94  inputShape,
95  expectedOutputValues);
96 }

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

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

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

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