ArmNN
 21.08
ClStridedSliceWorkload Class Reference

#include <ClStridedSliceWorkload.hpp>

Inheritance diagram for ClStridedSliceWorkload:
BaseWorkload< StridedSliceQueueDescriptor > IWorkload

Public Member Functions

 ClStridedSliceWorkload (const StridedSliceQueueDescriptor &descriptor, const WorkloadInfo &info, const arm_compute::CLCompileContext &clCompileContext)
 
void Execute () const override
 
- Public Member Functions inherited from BaseWorkload< StridedSliceQueueDescriptor >
 BaseWorkload (const StridedSliceQueueDescriptor &descriptor, const WorkloadInfo &info)
 
void ExecuteAsync (WorkingMemDescriptor &workingMemDescriptor) override
 
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 >
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,
const arm_compute::CLCompileContext &  clCompileContext 
)

Definition at line 55 of file ClStridedSliceWorkload.cpp.

References ARMNN_REPORT_PROFILING_WORKLOAD_DESC, 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().

58  : BaseWorkload<StridedSliceQueueDescriptor>(descriptor, info)
59 {
60  // Report Profiling Details
61  ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClStridedSliceWorkload_Construct",
62  descriptor.m_Parameters,
63  info,
64  this->GetGuid());
65 
66  m_Data.ValidateInputsOutputs("ClStridedSliceWorkload", 1, 1);
67 
68  arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
69  arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
70 
74 
75  std::tie(starts, ends, strides) = SetClStridedSliceData(m_Data.m_Parameters.m_Begin,
78 
79  auto numDimensions = armnn::numeric_cast<int>(info.m_InputTensorInfos[0].GetNumDimensions());
80  int32_t begin_mask = ConvertMaskToACLFormat(m_Data.m_Parameters.m_BeginMask, numDimensions);
81  int32_t end_mask = ConvertMaskToACLFormat(m_Data.m_Parameters.m_EndMask, numDimensions);
82  int32_t shrink_axis_mask = ConvertMaskToACLFormat(m_Data.m_Parameters.m_ShrinkAxisMask, numDimensions);
83 
84  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
85  input.info()->set_data_layout(aclDataLayout);
86  output.info()->set_data_layout(aclDataLayout);
87 
88  m_StridedSliceLayer.configure(clCompileContext,
89  &input,
90  &output,
91  starts,
92  ends,
93  strides,
94  begin_mask,
95  end_mask,
96  shrink_axis_mask);
97 }
DataLayout
Definition: Types.hpp:53
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
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
#define ARMNN_REPORT_PROFILING_WORKLOAD_DESC(name, desc, infos, guid)
Definition: Profiling.hpp:226
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 99 of file ClStridedSliceWorkload.cpp.

References ARMNN_SCOPED_PROFILING_EVENT_CL_GUID, CHECK_LOCATION, BaseWorkload< StridedSliceQueueDescriptor >::GetGuid(), and armnn::RunClFunction().

100 {
101  ARMNN_SCOPED_PROFILING_EVENT_CL_GUID("ClStridedSliceWorkload_Execute", this->GetGuid());
102  RunClFunction(m_StridedSliceLayer, CHECK_LOCATION());
103 }
#define ARMNN_SCOPED_PROFILING_EVENT_CL_GUID(name, guid)
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
#define CHECK_LOCATION()
Definition: Exceptions.hpp:197
profiling::ProfilingGuid GetGuid() const final
Definition: Workload.hpp:55

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