ArmNN
 21.02
LayerVerifierBase Class Reference

#include <SerializerTestUtils.hpp>

Inheritance diagram for LayerVerifierBase:
IStrategy LayerVerifierBaseWithDescriptor< Descriptor > LayerVerifierBaseWithDescriptor< armnn::OriginsDescriptor > LayerVerifierBaseWithDescriptor< armnn::ResizeBilinearDescriptor > LayerVerifierBaseWithDescriptorAndConstants< Descriptor >

Public Member Functions

 LayerVerifierBase (const std::string &layerName, const std::vector< armnn::TensorInfo > &inputInfos, const std::vector< armnn::TensorInfo > &outputInfos)
 
void ExecuteStrategy (const armnn::IConnectableLayer *layer, const armnn::BaseDescriptor &descriptor, const std::vector< armnn::ConstTensor > &constants, const char *name, const armnn::LayerBindingId id=0) override
 
- Public Member Functions inherited from IStrategy
virtual void ExecuteStrategy (const armnn::IConnectableLayer *layer, const armnn::BaseDescriptor &descriptor, const std::vector< armnn::ConstTensor > &constants, const char *name, const armnn::LayerBindingId id=0)=0
 
virtual void FinishStrategy ()
 

Protected Member Functions

void VerifyNameAndConnections (const armnn::IConnectableLayer *layer, const char *name)
 
void VerifyConstTensors (const std::string &tensorName, const armnn::ConstTensor *expectedPtr, const armnn::ConstTensor *actualPtr)
 
- Protected Member Functions inherited from IStrategy
 IStrategy ()
 
virtual ~IStrategy ()
 

Detailed Description

Definition at line 24 of file SerializerTestUtils.hpp.

Constructor & Destructor Documentation

◆ LayerVerifierBase()

LayerVerifierBase ( const std::string &  layerName,
const std::vector< armnn::TensorInfo > &  inputInfos,
const std::vector< armnn::TensorInfo > &  outputInfos 
)

Definition at line 11 of file SerializerTestUtils.cpp.

Referenced by BOOST_AUTO_TEST_CASE().

14  : m_LayerName(layerName)
15  , m_InputTensorInfos(inputInfos)
16  , m_OutputTensorInfos(outputInfos)
17 {}

Member Function Documentation

◆ ExecuteStrategy()

void ExecuteStrategy ( const armnn::IConnectableLayer layer,
const armnn::BaseDescriptor descriptor,
const std::vector< armnn::ConstTensor > &  constants,
const char *  name,
const armnn::LayerBindingId  id = 0 
)
override

Definition at line 19 of file SerializerTestUtils.cpp.

References IConnectableLayer::GetType(), armnn::IgnoreUnused(), armnn::Input, armnn::Output, and VerifyNameAndConnections().

Referenced by BOOST_AUTO_TEST_CASE().

24 {
25  armnn::IgnoreUnused(descriptor, constants, id);
26  switch (layer->GetType())
27  {
28  case armnn::LayerType::Input: break;
29  case armnn::LayerType::Output: break;
30  default:
31  {
32  VerifyNameAndConnections(layer, name);
33  }
34  }
35 }
void IgnoreUnused(Ts &&...)
void VerifyNameAndConnections(const armnn::IConnectableLayer *layer, const char *name)
virtual LayerType GetType() const =0
Returns the armnn::LayerType of this layer.

◆ VerifyConstTensors()

void VerifyConstTensors ( const std::string &  tensorName,
const armnn::ConstTensor expectedPtr,
const armnn::ConstTensor actualPtr 
)
protected

Definition at line 71 of file SerializerTestUtils.cpp.

References TensorInfo::GetDataType(), armnn::GetDataTypeName(), BaseTensor< MemoryType >::GetInfo(), BaseTensor< MemoryType >::GetMemoryArea(), BaseTensor< MemoryType >::GetNumBytes(), and TensorInfo::GetShape().

Referenced by ConstantVector2LstmInputParams().

74 {
75  if (expectedPtr == nullptr)
76  {
77  BOOST_CHECK_MESSAGE(actualPtr == nullptr, tensorName + " should not exist");
78  }
79  else
80  {
81  BOOST_CHECK_MESSAGE(actualPtr != nullptr, tensorName + " should have been set");
82  if (actualPtr != nullptr)
83  {
84  const armnn::TensorInfo& expectedInfo = expectedPtr->GetInfo();
85  const armnn::TensorInfo& actualInfo = actualPtr->GetInfo();
86 
87  BOOST_CHECK_MESSAGE(expectedInfo.GetShape() == actualInfo.GetShape(),
88  tensorName + " shapes don't match");
89  BOOST_CHECK_MESSAGE(
90  GetDataTypeName(expectedInfo.GetDataType()) == GetDataTypeName(actualInfo.GetDataType()),
91  tensorName + " data types don't match");
92 
93  BOOST_CHECK_MESSAGE(expectedPtr->GetNumBytes() == actualPtr->GetNumBytes(),
94  tensorName + " (GetNumBytes) data sizes do not match");
95  if (expectedPtr->GetNumBytes() == actualPtr->GetNumBytes())
96  {
97  //check the data is identical
98  const char* expectedData = static_cast<const char*>(expectedPtr->GetMemoryArea());
99  const char* actualData = static_cast<const char*>(actualPtr->GetMemoryArea());
100  bool same = true;
101  for (unsigned int i = 0; i < expectedPtr->GetNumBytes(); ++i)
102  {
103  same = expectedData[i] == actualData[i];
104  if (!same)
105  {
106  break;
107  }
108  }
109  BOOST_CHECK_MESSAGE(same, tensorName + " data does not match");
110  }
111  }
112  }
113 }
const TensorShape & GetShape() const
Definition: Tensor.hpp:187
MemoryType GetMemoryArea() const
Definition: Tensor.hpp:292
constexpr const char * GetDataTypeName(DataType dataType)
Definition: TypesUtils.hpp:180
DataType GetDataType() const
Definition: Tensor.hpp:194
const TensorInfo & GetInfo() const
Definition: Tensor.hpp:282
unsigned int GetNumBytes() const
Definition: Tensor.hpp:289

◆ VerifyNameAndConnections()

void VerifyNameAndConnections ( const armnn::IConnectableLayer layer,
const char *  name 
)
protected

Definition at line 38 of file SerializerTestUtils.cpp.

References IInputSlot::GetConnection(), TensorInfo::GetDataType(), armnn::GetDataTypeName(), IConnectableLayer::GetInputSlot(), IConnectableLayer::GetNumInputSlots(), IConnectableLayer::GetNumOutputSlots(), IConnectableLayer::GetOutputSlot(), TensorInfo::GetQuantizationOffset(), TensorInfo::GetQuantizationScale(), TensorInfo::GetShape(), and IOutputSlot::GetTensorInfo().

Referenced by BOOST_AUTO_TEST_CASE(), ConstantVector2LstmInputParams(), ExecuteStrategy(), LayerVerifierBaseWithDescriptor< armnn::OriginsDescriptor >::ExecuteStrategy(), and LayerVerifierBaseWithDescriptorAndConstants< Descriptor >::ExecuteStrategy().

39 {
40  BOOST_TEST(name == m_LayerName.c_str());
41 
42  BOOST_TEST(layer->GetNumInputSlots() == m_InputTensorInfos.size());
43  BOOST_TEST(layer->GetNumOutputSlots() == m_OutputTensorInfos.size());
44 
45  for (unsigned int i = 0; i < m_InputTensorInfos.size(); i++)
46  {
47  const armnn::IOutputSlot* connectedOutput = layer->GetInputSlot(i).GetConnection();
48  BOOST_CHECK(connectedOutput);
49 
50  const armnn::TensorInfo& connectedInfo = connectedOutput->GetTensorInfo();
51  BOOST_TEST(connectedInfo.GetShape() == m_InputTensorInfos[i].GetShape());
52  BOOST_TEST(
53  GetDataTypeName(connectedInfo.GetDataType()) == GetDataTypeName(m_InputTensorInfos[i].GetDataType()));
54 
55  BOOST_TEST(connectedInfo.GetQuantizationScale() == m_InputTensorInfos[i].GetQuantizationScale());
56  BOOST_TEST(connectedInfo.GetQuantizationOffset() == m_InputTensorInfos[i].GetQuantizationOffset());
57  }
58 
59  for (unsigned int i = 0; i < m_OutputTensorInfos.size(); i++)
60  {
61  const armnn::TensorInfo& outputInfo = layer->GetOutputSlot(i).GetTensorInfo();
62  BOOST_TEST(outputInfo.GetShape() == m_OutputTensorInfos[i].GetShape());
63  BOOST_TEST(
64  GetDataTypeName(outputInfo.GetDataType()) == GetDataTypeName(m_OutputTensorInfos[i].GetDataType()));
65 
66  BOOST_TEST(outputInfo.GetQuantizationScale() == m_OutputTensorInfos[i].GetQuantizationScale());
67  BOOST_TEST(outputInfo.GetQuantizationOffset() == m_OutputTensorInfos[i].GetQuantizationOffset());
68  }
69 }
virtual unsigned int GetNumOutputSlots() const =0
Returns the number of connectable output slots.
virtual unsigned int GetNumInputSlots() const =0
Returns the number of connectable input slots.
const TensorShape & GetShape() const
Definition: Tensor.hpp:187
constexpr const char * GetDataTypeName(DataType dataType)
Definition: TypesUtils.hpp:180
An output connection slot for a layer.
Definition: INetwork.hpp:38
int32_t GetQuantizationOffset() const
Definition: Tensor.cpp:469
float GetQuantizationScale() const
Definition: Tensor.cpp:452
DataType GetDataType() const
Definition: Tensor.hpp:194
virtual const IInputSlot & GetInputSlot(unsigned int index) const =0
Get a const input slot handle by slot index.
virtual const IOutputSlot * GetConnection() const =0
virtual const TensorInfo & GetTensorInfo() const =0
virtual const IOutputSlot & GetOutputSlot(unsigned int index) const =0
Get the const output slot handle by slot index.

The documentation for this class was generated from the following files: