ArmNN
 20.08
Public Member Functions | List of all members
NeonBatchToSpaceNdWorkload Class Reference

#include <NeonBatchToSpaceNdWorkload.hpp>

Inheritance diagram for NeonBatchToSpaceNdWorkload:
BaseWorkload< BatchToSpaceNdQueueDescriptor > IWorkload

Public Member Functions

 NeonBatchToSpaceNdWorkload (const BatchToSpaceNdQueueDescriptor &descriptor, const WorkloadInfo &info)
 
virtual void Execute () const override
 
- Public Member Functions inherited from BaseWorkload< BatchToSpaceNdQueueDescriptor >
 BaseWorkload (const BatchToSpaceNdQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void PostAllocationConfigure () override
 
const BatchToSpaceNdQueueDescriptor & GetData () const
 
profiling::ProfilingGuid GetGuid () const final
 
- Public Member Functions inherited from IWorkload
virtual ~IWorkload ()
 
virtual void RegisterDebugCallback (const DebugCallbackFunction &)
 

Additional Inherited Members

- Protected Attributes inherited from BaseWorkload< BatchToSpaceNdQueueDescriptor >
const BatchToSpaceNdQueueDescriptor m_Data
 
const profiling::ProfilingGuid m_Guid
 

Detailed Description

Definition at line 22 of file NeonBatchToSpaceNdWorkload.hpp.

Constructor & Destructor Documentation

◆ NeonBatchToSpaceNdWorkload()

NeonBatchToSpaceNdWorkload ( const BatchToSpaceNdQueueDescriptor &  descriptor,
const WorkloadInfo &  info 
)

Definition at line 36 of file NeonBatchToSpaceNdWorkload.cpp.

References BaseWorkload< BatchToSpaceNdQueueDescriptor >::m_Data, QueueDescriptor::m_Inputs, QueueDescriptor::m_Outputs, and QueueDescriptor::ValidateInputsOutputs().

38  : BaseWorkload<BatchToSpaceNdQueueDescriptor>(desc, info)
39 {
40  m_Data.ValidateInputsOutputs("NeonBatchToSpaceNdWorkload", 1, 1);
41 
42  arm_compute::ITensor& input =
43  armnn::PolymorphicPointerDowncast<IAclTensorHandle>(m_Data.m_Inputs[0])->GetTensor();
44  arm_compute::ITensor& output =
45  armnn::PolymorphicPointerDowncast<IAclTensorHandle>(m_Data.m_Outputs[0])->GetTensor();
46 
47  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
48  input.info()->set_data_layout(aclDataLayout);
49  output.info()->set_data_layout(aclDataLayout);
50 
51  // ArmNN blockShape is [H, W] Cl asks for W, H
52  int32_t blockHeight = boost::numeric_cast<int32_t>(desc.m_Parameters.m_BlockShape[0]);
53  int32_t blockWidth = boost::numeric_cast<int32_t>(desc.m_Parameters.m_BlockShape[1]);
54 
55  m_Layer.reset(new arm_compute::NEBatchToSpaceLayer());
56  m_Layer->configure(&input, blockWidth, blockHeight, &output);
57  m_Layer->prepare();
58 }
armnn::DataLayout
DataLayout
Definition: Types.hpp:49
armnn::BaseWorkload< BatchToSpaceNdQueueDescriptor >::m_Data
const BatchToSpaceNdQueueDescriptor m_Data
Definition: Workload.hpp:46
armnn::BatchToSpaceNdDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
Definition: Descriptors.hpp:692
armnn::QueueDescriptor::ValidateInputsOutputs
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Definition: WorkloadData.cpp:460
armnn::numeric_cast
std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)
Definition: NumericCast.hpp:33
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:31
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:30

Member Function Documentation

◆ Execute()

void Execute ( ) const
overridevirtual

Implements IWorkload.

Definition at line 60 of file NeonBatchToSpaceNdWorkload.cpp.

References ARMNN_SCOPED_PROFILING_EVENT_NEON.

61 {
62  if (m_Layer)
63  {
64  ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonSpaceToBatchNdWorkload_Execute");
65  m_Layer->run();
66  }
67 }
ARMNN_SCOPED_PROFILING_EVENT_NEON
#define ARMNN_SCOPED_PROFILING_EVENT_NEON(name)
Definition: NeonWorkloadUtils.hpp:17
The documentation for this class was generated from the following files: