ArmNN
 23.05
ClBatchToSpaceNdWorkload.cpp
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1 //
2 // Copyright © 2017, 2023 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
7 
8 #include <cl/ClTensorHandle.hpp>
11 
13 
14 #include "ClWorkloadUtils.hpp"
15 
16 namespace armnn
17 {
18 using namespace armcomputetensorutils;
19 
21  const TensorInfo& output,
22  const BatchToSpaceNdDescriptor& descriptor)
23 {
24  DataLayout dataLayout = descriptor.m_DataLayout;
25  const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, dataLayout);
26 
27  // ArmNN blockShape is [H, W] Cl asks for W, H
28  int32_t blockHeight = armnn::numeric_cast<int32_t>(descriptor.m_BlockShape[0]);
29  int32_t blockWidth = armnn::numeric_cast<int32_t>(descriptor.m_BlockShape[1]);
30 
31  const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, dataLayout);
32 
33  const arm_compute::CropInfo cropInfo = BuildArmComputeCropInfo(descriptor);
34 
35  const arm_compute::Status aclStatus = arm_compute::CLBatchToSpaceLayer::validate(&aclInputInfo,
36  blockWidth,
37  blockHeight,
38  &aclOutputInfo,
39  cropInfo);
40  return aclStatus;
41 }
42 
44  const WorkloadInfo& info,
45  const arm_compute::CLCompileContext& clCompileContext)
47 {
48  // Report Profiling Details
49  ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClBatchToSpaceWorkload_Construct",
50  descriptor.m_Parameters,
51  info,
52  this->GetGuid());
53 
54  m_Data.ValidateInputsOutputs("ClBatchToSpaceNdWorkload", 1, 1);
55 
56  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
57 
58  arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
59  input.info()->set_data_layout(aclDataLayout);
60 
61  // ArmNN blockShape is [H, W] Cl asks for W, H
62  int32_t blockHeight = armnn::numeric_cast<int32_t>(descriptor.m_Parameters.m_BlockShape[0]);
63  int32_t blockWidth = armnn::numeric_cast<int32_t>(descriptor.m_Parameters.m_BlockShape[1]);
64 
65  arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
66  output.info()->set_data_layout(aclDataLayout);
67 
68  const arm_compute::CropInfo cropInfo = BuildArmComputeCropInfo(descriptor.m_Parameters);
69 
70  {
71  ARMNN_SCOPED_PROFILING_EVENT(Compute::Undefined, "ClBatchToSpaceNdWorkload_configure");
72  m_Layer.configure(clCompileContext, &input, blockWidth, blockHeight, &output, cropInfo);
73  }
74 }
75 
77 {
78  ARMNN_SCOPED_PROFILING_EVENT_CL_GUID("ClBatchToSpaceNdWorkload_Execute", this->GetGuid());
79  RunClFunction(m_Layer, CHECK_LOCATION());
80 }
81 
82 } //namespace armnn
armnn::ClBatchToSpaceNdWorkload::Execute
void Execute() const override
Definition: ClBatchToSpaceNdWorkload.cpp:76
armnn::BaseWorkload< BatchToSpaceNdQueueDescriptor >::GetGuid
arm::pipe::ProfilingGuid GetGuid() const final
Definition: Workload.hpp:61
ClBatchToSpaceNdWorkload.hpp
armnn::IClTensorHandle
Definition: IClTensorHandle.hpp:13
armnn::QueueDescriptor::ValidateInputsOutputs
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Definition: WorkloadData.cpp:472
armnn::DataLayout
DataLayout
Definition: Types.hpp:62
CHECK_LOCATION
#define CHECK_LOCATION()
Definition: Exceptions.hpp:203
armnn::ClBatchToSpaceNdWorkloadValidate
arm_compute::Status ClBatchToSpaceNdWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const BatchToSpaceNdDescriptor &descriptor)
Definition: ClBatchToSpaceNdWorkload.cpp:20
TensorHandle.hpp
armnn::BaseWorkload< BatchToSpaceNdQueueDescriptor >::m_Data
BatchToSpaceNdQueueDescriptor m_Data
Definition: Workload.hpp:83
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
armnn::BatchToSpaceNdDescriptor
A BatchToSpaceNdDescriptor for the BatchToSpaceNdLayer.
Definition: Descriptors.hpp:863
armnn::BatchToSpaceNdDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
Definition: Descriptors.hpp:890
ArmComputeTensorUtils.hpp
ARMNN_SCOPED_PROFILING_EVENT
#define ARMNN_SCOPED_PROFILING_EVENT(backendId, name)
Definition: Profiling.hpp:220
armnn::TensorInfo
Definition: Tensor.hpp:152
armnn::RunClFunction
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
Definition: ClWorkloadUtils.hpp:160
armnn::Status
Status
Definition: Types.hpp:42
armnn::ClBaseWorkload
Definition: ClBaseWorkload.hpp:13
armnn::Compute::Undefined
@ Undefined
armnn::WorkloadInfo
Contains information about TensorInfos of a layer.
Definition: WorkloadInfo.hpp:16
armnn::BatchToSpaceNdDescriptor::m_BlockShape
std::vector< unsigned int > m_BlockShape
Block shape values.
Definition: Descriptors.hpp:886
armnn::QueueDescriptorWithParameters::m_Parameters
LayerDescriptor m_Parameters
Definition: WorkloadData.hpp:66
ARMNN_REPORT_PROFILING_WORKLOAD_DESC
#define ARMNN_REPORT_PROFILING_WORKLOAD_DESC(name, desc, infos, guid)
Definition: Profiling.hpp:227
armnn::BatchToSpaceNdQueueDescriptor
Definition: WorkloadData.hpp:457
ClWorkloadUtils.hpp
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:27
NumericCast.hpp
armnn::ClBatchToSpaceNdWorkload::ClBatchToSpaceNdWorkload
ClBatchToSpaceNdWorkload(const BatchToSpaceNdQueueDescriptor &descriptor, const WorkloadInfo &info, const arm_compute::CLCompileContext &clCompileContext)
Definition: ClBatchToSpaceNdWorkload.cpp:43
ARMNN_SCOPED_PROFILING_EVENT_CL_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_CL_GUID(name, guid)
Definition: ClWorkloadUtils.hpp:28
ClTensorHandle.hpp
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26
armnn::BoostLogSeverityMapping::info
@ info