ArmNN
 20.02
RefConvertFp32ToFp16Workload Class Reference

#include <RefConvertFp32ToFp16Workload.hpp>

Inheritance diagram for RefConvertFp32ToFp16Workload:
MultiTypedWorkload< QueueDescriptor, InputDataType, OutputDataType > BaseWorkload< QueueDescriptor > IWorkload

Public Member Functions

virtual void Execute () const override
 
- Public Member Functions inherited from MultiTypedWorkload< QueueDescriptor, InputDataType, OutputDataType >
 MultiTypedWorkload (const QueueDescriptor &descriptor, const WorkloadInfo &info)
 
- Public Member Functions inherited from BaseWorkload< QueueDescriptor >
 BaseWorkload (const QueueDescriptor &descriptor, const WorkloadInfo &info)
 
void PostAllocationConfigure () override
 
const QueueDescriptorGetData () 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< QueueDescriptor >
const QueueDescriptor m_Data
 
const profiling::ProfilingGuid m_Guid
 

Detailed Description

Definition at line 14 of file RefConvertFp32ToFp16Workload.hpp.

Member Function Documentation

◆ Execute()

void Execute ( ) const
overridevirtual

Implements IWorkload.

Definition at line 17 of file RefConvertFp32ToFp16Workload.cpp.

References ARMNN_SCOPED_PROFILING_EVENT, FloatingPointConverter::ConvertFloat32To16(), armnn::CpuRef, armnn::GetInputTensorDataFloat(), TensorInfo::GetNumElements(), armnn::GetOutputTensorDataHalf(), armnn::GetTensorInfo(), BaseWorkload< QueueDescriptor >::m_Data, and QueueDescriptor::m_Inputs.

18 {
19  ARMNN_SCOPED_PROFILING_EVENT(Compute::CpuRef, "RefConvertFp32ToFp16Workload_Execute");
20 
21  const float* const input = GetInputTensorDataFloat(0, m_Data);
22  Half* const output = GetOutputTensorDataHalf(0, m_Data);
23 
24  // convert Fp32 input to Fp16 output
25  unsigned int numElements = GetTensorInfo(m_Data.m_Inputs[0]).GetNumElements();
27 }
const float * GetInputTensorDataFloat(unsigned int idx, const PayloadType &data)
CPU Execution: Reference C++ kernels.
const QueueDescriptor m_Data
Definition: Workload.hpp:46
const TensorInfo & GetTensorInfo(const ITensorHandle *tensorHandle)
float32 helpers
Half * GetOutputTensorDataHalf(unsigned int idx, const PayloadType &data)
#define ARMNN_SCOPED_PROFILING_EVENT(backendId, name)
Definition: Profiling.hpp:169
static void ConvertFloat32To16(const float *srcFloat32Buffer, size_t numElements, void *dstFloat16Buffer)
Converts a buffer of FP32 values to FP16, and stores in the given dstFloat16Buffer.
std::vector< ITensorHandle * > m_Inputs
half_float::half Half
Definition: Half.hpp:16
unsigned int GetNumElements() const
Definition: Tensor.hpp:93

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