ArmNN
 24.08
ClReduceWorkload.cpp
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1 //
2 // Copyright © 2021-2023 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #include "ClReduceWorkload.hpp"
7 
8 #include <cl/ClTensorHandle.hpp>
11 
12 #include "ClWorkloadUtils.hpp"
13 
14 namespace armnn
15 {
16 using namespace armcomputetensorutils;
17 
19  const TensorInfo& output,
20  const ReduceDescriptor& descriptor)
21 {
22  if (descriptor.m_vAxis.size() == 1 || descriptor.m_vAxis.empty())
23  {
24  const arm_compute::TensorInfo aclInputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(input);
25  const arm_compute::TensorInfo aclOutputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(output);
26 
27  arm_compute::Coordinates coords = BuildArmComputeReductionCoordinates(aclInputInfo.num_dimensions(),
28  input.GetNumDimensions(),
29  descriptor.m_vAxis);
30 
31  return arm_compute::CLReductionOperation::validate(&aclInputInfo,
32  &aclOutputInfo,
33  static_cast<unsigned int>(coords[0]),
35  descriptor.m_KeepDims);
36  }
37  else
38  {
39  // Validate layer if there are multiple axes.
40  arm_compute::Status status;
41  IS_MULTI_AXES_REDUCE_SUPPORTED(ClReduceWorkloadValidate, input, descriptor, status);
42  return status;
43  }
44 }
45 
48 {
49  // Report Profiling Details
50  ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClReduceWorkload_Construct",
51  descriptor.m_Parameters,
52  info,
53  this->GetGuid());
54 
55  m_Data.ValidateInputsOutputs("ClReduceWorkload", 1, 1);
56 
57  arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
58  arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
59 
60  arm_compute::Coordinates coords = BuildArmComputeReductionCoordinates(input.info()->num_dimensions(),
61  info.m_InputTensorInfos[0].GetNumDimensions(),
63  {
64  ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClReduceWorkload_configure");
65  m_Layer.configure(&input,
66  &output,
67  static_cast<unsigned int>(coords[0]),
70  }
71 }
72 
74 {
75  ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClReduceWorkload_Execute");
76  m_Layer.run();
77 }
78 
79 } //namespace armnn
IS_MULTI_AXES_REDUCE_SUPPORTED
#define IS_MULTI_AXES_REDUCE_SUPPORTED(func, input, desc, status)
Macro function check if layer with multiple axes is supported on each backend.
Definition: ArmComputeUtils.hpp:373
armnn::QueueDescriptor::ValidateInputsOutputs
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Definition: WorkloadData.cpp:447
armnn::TensorInfo
Definition: Tensor.hpp:152
armnn::TensorInfo::GetNumDimensions
unsigned int GetNumDimensions() const
Definition: Tensor.hpp:197
armnn::ClBaseWorkload
Definition: ClBaseWorkload.hpp:13
ClReduceWorkload.hpp
armnn::Coordinates
std::array< unsigned int, MaxNumOfTensorDimensions > Coordinates
Definition: InternalTypes.hpp:15
armnn::ClReduceWorkloadValidate
arm_compute::Status ClReduceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const ReduceDescriptor &descriptor)
Definition: ClReduceWorkload.cpp:18
armnn::ConvertReductionOperationToAcl
arm_compute::ReductionOperation ConvertReductionOperationToAcl(const ReduceDescriptor &descriptor)
Definition: ArmComputeUtils.hpp:306
armnn::ReduceQueueDescriptor
Definition: WorkloadData.hpp:686
armnn::QueueDescriptorWithParameters::m_Parameters
LayerDescriptor m_Parameters
Definition: WorkloadData.hpp:66
ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
Definition: ClWorkloadUtils.hpp:36
armnn::ClReduceWorkload::ClReduceWorkload
ClReduceWorkload(const ReduceQueueDescriptor &descriptor, const WorkloadInfo &info)
Definition: ClReduceWorkload.cpp:46
armnn::WorkloadInfo
Contains information about TensorInfos of a layer.
Definition: WorkloadInfo.hpp:16
ClWorkloadUtils.hpp
ArmComputeUtils.hpp
armnn::BoostLogSeverityMapping::info
@ info
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:27
armnn::ReduceDescriptor::m_KeepDims
bool m_KeepDims
if true then output shape has no change.
Definition: Descriptors.hpp:1554
armnn::ClReduceWorkload::Execute
void Execute() const override
Definition: ClReduceWorkload.cpp:73
ARMNN_REPORT_PROFILING_WORKLOAD_DESC
#define ARMNN_REPORT_PROFILING_WORKLOAD_DESC(name, desc, infos, guid)
Definition: Profiling.hpp:227
armnn::IClTensorHandle
Definition: IClTensorHandle.hpp:13
armnn::Status
Status
Definition: Types.hpp:42
ClTensorHandle.hpp
armnn::BaseWorkload< ReduceQueueDescriptor >::m_Data
ReduceQueueDescriptor m_Data
Definition: Workload.hpp:89
armnn::ReduceDescriptor::m_vAxis
std::vector< uint32_t > m_vAxis
The indices of the dimensions to reduce.
Definition: Descriptors.hpp:1556
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
ArmComputeTensorUtils.hpp
armnn::ReduceDescriptor
A ReduceDescriptor for the REDUCE operators.
Definition: Descriptors.hpp:1538
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26