ArmNN
 24.08
NeonDepthToSpaceWorkload.cpp
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1 //
2 // Copyright © 2019-2023 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
7 
8 #include "NeonWorkloadUtils.hpp"
9 
13 
14 namespace armnn
15 {
16 
17 using namespace armcomputetensorutils;
18 
20  const TensorInfo& output,
21  const DepthToSpaceDescriptor& descriptor)
22 {
23  DataLayout dataLayout = descriptor.m_DataLayout;
24  const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input, dataLayout);
25  const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output, dataLayout);
26 
27  int32_t blockSize = armnn::numeric_cast<int32_t>(descriptor.m_BlockSize);
28 
29  return arm_compute::NEDepthToSpaceLayer::validate(&aclInput, &aclOutput, blockSize);
30 }
31 
33  const WorkloadInfo& info)
35 {
36  // Report Profiling Details
37  ARMNN_REPORT_PROFILING_WORKLOAD_DESC("NeonDepthToSpaceWorkload_Construct",
38  descriptor.m_Parameters,
39  info,
40  this->GetGuid());
41 
42  m_Data.ValidateInputsOutputs("NeonDepthToSpaceWorkload", 1, 1);
43 
44  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
45 
46  arm_compute::ITensor& input =
47  PolymorphicPointerDowncast<IAclTensorHandle>(m_Data.m_Inputs[0])->GetTensor();
48  input.info()->set_data_layout(aclDataLayout);
49 
50  int32_t blockSize = armnn::numeric_cast<int32_t>(descriptor.m_Parameters.m_BlockSize);
51 
52  arm_compute::ITensor& output =
53  PolymorphicPointerDowncast<IAclTensorHandle>(m_Data.m_Outputs[0])->GetTensor();
54  output.info()->set_data_layout(aclDataLayout);
55 
56  m_Layer.configure(&input, &output, blockSize);
57  m_Layer.prepare();
58 }
59 
61 {
62  ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonDepthToSpaceWorkload_Execute");
63  m_Layer.run();
64 }
65 
66 } // namespace armnn
armnn::DataLayout
DataLayout
Definition: Types.hpp:62
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
NumericCast.hpp
armnn::QueueDescriptorWithParameters::m_Parameters
LayerDescriptor m_Parameters
Definition: WorkloadData.hpp:66
armnn::NeonDepthToSpaceWorkloadValidate
arm_compute::Status NeonDepthToSpaceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const DepthToSpaceDescriptor &descriptor)
Definition: NeonDepthToSpaceWorkload.cpp:19
armnn::WorkloadInfo
Contains information about TensorInfos of a layer.
Definition: WorkloadInfo.hpp:16
PolymorphicDowncast.hpp
NeonDepthToSpaceWorkload.hpp
armnn::BoostLogSeverityMapping::info
@ info
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:27
ARMNN_REPORT_PROFILING_WORKLOAD_DESC
#define ARMNN_REPORT_PROFILING_WORKLOAD_DESC(name, desc, infos, guid)
Definition: Profiling.hpp:227
armnn::SpaceToDepthDescriptor::m_BlockSize
unsigned int m_BlockSize
Scalar specifying the input block size. It must be >= 1.
Definition: Descriptors.hpp:1092
armnn::NeonDepthToSpaceWorkload::Execute
void Execute() const override
Definition: NeonDepthToSpaceWorkload.cpp:60
armnn::Status
Status
Definition: Types.hpp:42
armnn::BaseWorkload< DepthToSpaceQueueDescriptor >::m_Data
DepthToSpaceQueueDescriptor m_Data
Definition: Workload.hpp:89
armnn::DepthToSpaceQueueDescriptor
Definition: WorkloadData.hpp:661
armnn::NeonDepthToSpaceWorkload::NeonDepthToSpaceWorkload
NeonDepthToSpaceWorkload(const DepthToSpaceQueueDescriptor &descriptor, const WorkloadInfo &info)
Definition: NeonDepthToSpaceWorkload.cpp:32
NeonWorkloadUtils.hpp
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
ArmComputeTensorUtils.hpp
ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
Definition: NeonWorkloadUtils.hpp:33
armnn::NeonBaseWorkload
Definition: NeonBaseWorkload.hpp:13
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26
armnn::SpaceToDepthDescriptor
A SpaceToDepthDescriptor for the SpaceToDepthLayer.
Definition: Descriptors.hpp:1075
armnn::SpaceToDepthDescriptor::m_DataLayout
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
Definition: Descriptors.hpp:1095