ArmNN
 20.11
ClStridedSliceWorkload Class Reference

#include <ClStridedSliceWorkload.hpp>

Inheritance diagram for ClStridedSliceWorkload:
BaseWorkload< StridedSliceQueueDescriptor > IWorkload

Public Member Functions

 ClStridedSliceWorkload (const StridedSliceQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void Execute () const override
 
- Public Member Functions inherited from BaseWorkload< StridedSliceQueueDescriptor >
 BaseWorkload (const StridedSliceQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void PostAllocationConfigure () override
 
const StridedSliceQueueDescriptorGetData () 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< StridedSliceQueueDescriptor >
const StridedSliceQueueDescriptor m_Data
 
const profiling::ProfilingGuid m_Guid
 

Detailed Description

Definition at line 22 of file ClStridedSliceWorkload.hpp.

Constructor & Destructor Documentation

◆ ClStridedSliceWorkload()

ClStridedSliceWorkload ( const StridedSliceQueueDescriptor descriptor,
const WorkloadInfo info 
)

Definition at line 55 of file ClStridedSliceWorkload.cpp.

References armnn::ConvertMaskToACLFormat(), StridedSliceDescriptor::m_Begin, StridedSliceDescriptor::m_BeginMask, BaseWorkload< StridedSliceQueueDescriptor >::m_Data, StridedSliceDescriptor::m_End, StridedSliceDescriptor::m_EndMask, QueueDescriptor::m_Inputs, WorkloadInfo::m_InputTensorInfos, QueueDescriptor::m_Outputs, QueueDescriptorWithParameters< LayerDescriptor >::m_Parameters, StridedSliceDescriptor::m_ShrinkAxisMask, StridedSliceDescriptor::m_Stride, armnn::numeric_cast(), armnn::SetClStridedSliceData(), and QueueDescriptor::ValidateInputsOutputs().

57  : BaseWorkload<StridedSliceQueueDescriptor>(descriptor, info)
58 {
59  m_Data.ValidateInputsOutputs("ClStridedSliceWorkload", 1, 1);
60 
61  arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
62  arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
63 
67 
68  std::tie(starts, ends, strides) = SetClStridedSliceData(m_Data.m_Parameters.m_Begin,
71 
72  auto numDimensions = armnn::numeric_cast<int>(info.m_InputTensorInfos[0].GetNumDimensions());
73  int32_t begin_mask = ConvertMaskToACLFormat(m_Data.m_Parameters.m_BeginMask, numDimensions);
74  int32_t end_mask = ConvertMaskToACLFormat(m_Data.m_Parameters.m_EndMask, numDimensions);
75  int32_t shrink_axis_mask = ConvertMaskToACLFormat(m_Data.m_Parameters.m_ShrinkAxisMask, numDimensions);
76 
77  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
78  input.info()->set_data_layout(aclDataLayout);
79  output.info()->set_data_layout(aclDataLayout);
80 
81  m_StridedSliceLayer.configure(&input,
82  &output,
83  starts,
84  ends,
85  strides,
86  begin_mask,
87  end_mask,
88  shrink_axis_mask);
89 }
DataLayout
Definition: Types.hpp:50
int32_t m_ShrinkAxisMask
Shrink axis mask value. If set, the nth specification shrinks the dimensionality by 1...
std::vector< int > m_Begin
Begin values for the input that will be sliced.
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
std::array< unsigned int, MaxNumOfTensorDimensions > Coordinates
const StridedSliceQueueDescriptor m_Data
Definition: Workload.hpp:46
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
int32_t m_BeginMask
Begin mask value.
int32_t m_EndMask
End mask value.
std::vector< int > m_Stride
Stride values for the input that will be sliced.
std::vector< int > m_End
End values for the input that will be sliced.
int32_t ConvertMaskToACLFormat(int32_t mask, int32_t numDim)
std::vector< ITensorHandle * > m_Outputs
std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)
Definition: NumericCast.hpp:35
std::vector< ITensorHandle * > m_Inputs
auto SetClStridedSliceData(const std::vector< int > &m_begin, const std::vector< int > &m_end, const std::vector< int > &m_stride)

Member Function Documentation

◆ Execute()

void Execute ( ) const
overridevirtual

Implements IWorkload.

Definition at line 91 of file ClStridedSliceWorkload.cpp.

References ARMNN_SCOPED_PROFILING_EVENT_CL, CHECK_LOCATION, and armnn::RunClFunction().

92 {
93  ARMNN_SCOPED_PROFILING_EVENT_CL("ClStridedSliceWorkload_Execute");
94  RunClFunction(m_StridedSliceLayer, CHECK_LOCATION());
95 }
#define ARMNN_SCOPED_PROFILING_EVENT_CL(name)
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
#define CHECK_LOCATION()
Definition: Exceptions.hpp:197

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