ArmNN
 24.02
ClPadWorkload.cpp
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1 //
2 // Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #include "ClPadWorkload.hpp"
7 
8 #include <cl/ClTensorHandle.hpp>
11 #include <arm_compute/core/Types.h>
12 
13 #include "ClWorkloadUtils.hpp"
14 
15 namespace armnn
16 {
17 using namespace armcomputetensorutils;
18 
20  const WorkloadInfo& info,
21  const arm_compute::CLCompileContext& clCompileContext)
22  : ClBaseWorkload<PadQueueDescriptor>(descriptor, info)
23 {
24  // Report Profiling Details
25  ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClPadWorkload_Construct",
26  descriptor.m_Parameters,
27  info,
28  this->GetGuid());
29 
30  this->m_Data.ValidateInputsOutputs("ClPadWorkload", 1, 1);
31 
32  arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(this->m_Data.m_Inputs[0])->GetTensor();
33  arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(this->m_Data.m_Outputs[0])->GetTensor();
34 
35  std::vector<std::pair<unsigned int, unsigned int>> reversed_PadList(descriptor.m_Parameters.m_PadList.size());
36 
37  std::reverse_copy(std::begin(descriptor.m_Parameters.m_PadList),
38  std::end(descriptor.m_Parameters.m_PadList),
39  std::begin(reversed_PadList));
40 
41  arm_compute::PaddingList padList = static_cast<arm_compute::PaddingList>(reversed_PadList);
42 
43  arm_compute::PixelValue pixelValue = GetPixelValue(input.info(), descriptor.m_Parameters.m_PadValue);
44 
45  {
46  ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClPadWorkload_configure");
47  m_Layer.configure(clCompileContext,
48  &input,
49  &output,
50  padList,
51  pixelValue,
53  }
54 }
55 
57 {
58  ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClPadWorkload_Execute");
59  RunClFunction(m_Layer, CHECK_LOCATION());
60 }
61 
63  const TensorInfo& output,
64  const PadDescriptor& descriptor)
65 {
66  const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input);
67  const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);
68 
69  std::vector<std::pair<unsigned int, unsigned int>> reversed_PadList(descriptor.m_PadList.size());
70 
71  std::reverse_copy(std::begin(descriptor.m_PadList),
72  std::end(descriptor.m_PadList),
73  std::begin(reversed_PadList));
74 
75  arm_compute::PaddingList padList = static_cast<arm_compute::PaddingList>(reversed_PadList);
76 
77  // PixelValue is currently unused when validating, but it's required to pass in PaddingMode.
78  arm_compute::PixelValue pixelValue = GetPixelValue(&aclInputInfo, descriptor.m_PadValue);
79  const arm_compute::Status aclStatus =
80  arm_compute::CLPadLayer::validate(&aclInputInfo,
81  &aclOutputInfo,
82  padList,
83  pixelValue,
85 
86  return aclStatus;
87 }
88 
89 } // namespace armnn
armnn::ClPadWorkload::ClPadWorkload
ClPadWorkload(const PadQueueDescriptor &descriptor, const WorkloadInfo &info, const arm_compute::CLCompileContext &clCompileContext)
Definition: ClPadWorkload.cpp:19
armnn::QueueDescriptor::ValidateInputsOutputs
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Definition: WorkloadData.cpp:446
armnn::TensorInfo
Definition: Tensor.hpp:152
CHECK_LOCATION
#define CHECK_LOCATION()
Definition: Exceptions.hpp:203
armnn::ClBaseWorkload
Definition: ClBaseWorkload.hpp:13
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::PadDescriptor
A PadDescriptor for the PadLayer.
Definition: Descriptors.hpp:1196
armnn::WorkloadInfo
Contains information about TensorInfos of a layer.
Definition: WorkloadInfo.hpp:16
ClWorkloadUtils.hpp
armnn::PadDescriptor::m_PadValue
float m_PadValue
Optional value to use for padding, defaults to 0.
Definition: Descriptors.hpp:1221
armnn::ClPadValidate
arm_compute::Status ClPadValidate(const TensorInfo &input, const TensorInfo &output, const PadDescriptor &descriptor)
Definition: ClPadWorkload.cpp:62
ArmComputeUtils.hpp
armnn::BoostLogSeverityMapping::info
@ info
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:27
ClPadWorkload.hpp
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::ClPadWorkload::Execute
void Execute() const override
Definition: ClPadWorkload.cpp:56
armnn::Status
Status
Definition: Types.hpp:42
ClTensorHandle.hpp
armnn::BaseWorkload< PadQueueDescriptor >::m_Data
PadQueueDescriptor m_Data
Definition: Workload.hpp:89
armnn::RunClFunction
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
Definition: ClWorkloadUtils.hpp:168
armnn::PadQueueDescriptor
Definition: WorkloadData.hpp:294
armnn::PadDescriptor::m_PadList
std::vector< std::pair< unsigned int, unsigned int > > m_PadList
Specifies the padding for input dimension.
Definition: Descriptors.hpp:1218
armnn::ConvertPaddingModeToAcl
arm_compute::PaddingMode ConvertPaddingModeToAcl(const PaddingMode &paddingMode)
Definition: ArmComputeUtils.hpp:322
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
ArmComputeTensorUtils.hpp
armnn::PadDescriptor::m_PaddingMode
PaddingMode m_PaddingMode
Specifies the Padding mode (Constant, Reflect or Symmetric)
Definition: Descriptors.hpp:1224
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26