ArmNN
 25.11
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NeonSpaceToDepthWorkload.cpp
Go to the documentation of this file.
1//
2// Copyright © 2019-2023 Arm Ltd and Contributors. All rights reserved.
3// SPDX-License-Identifier: MIT
4//
5
8
11
12#include <ResolveType.hpp>
13
14namespace armnn
15{
16
17using namespace armcomputetensorutils;
18
19arm_compute::Status NeonSpaceToDepthWorkloadValidate(const TensorInfo& input,
20 const TensorInfo& output,
21 const SpaceToDepthDescriptor& 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::NESpaceToDepthLayer::validate(&aclInput, &aclOutput, blockSize);
30}
31
33 const WorkloadInfo& info)
35{
36 // Report Profiling Details
37 ARMNN_REPORT_PROFILING_WORKLOAD_DESC("NeonSpaceToDepthWorkload_Construct",
38 descriptor.m_Parameters,
39 info,
40 this->GetGuid());
41
42 m_Data.ValidateInputsOutputs("NeonSpaceToDepthWorkload", 1, 1);
43
44 arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
45
46 arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
47 input.info()->set_data_layout(aclDataLayout);
48
49 int32_t blockSize = armnn::numeric_cast<int32_t>(descriptor.m_Parameters.m_BlockSize);
50
51 arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
52 output.info()->set_data_layout(aclDataLayout);
53
54 m_Layer.reset(new arm_compute::NESpaceToDepthLayer());
55 m_Layer->configure(&input, &output, blockSize);
56 m_Layer->prepare();
57}
58
60{
61 if (m_Layer)
62 {
63 ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonSpaceToDepthWorkload_Execute");
64 m_Layer->run();
65 }
66}
67
68} //namespace armnn
#define ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
#define ARMNN_REPORT_PROFILING_WORKLOAD_DESC(name, desc, infos, guid)
NeonBaseWorkload(const SpaceToDepthQueueDescriptor &descriptor, const WorkloadInfo &info)
NeonSpaceToDepthWorkload(const SpaceToDepthQueueDescriptor &descriptor, const WorkloadInfo &info)
virtual void Execute() const override
Copyright (c) 2021 ARM Limited and Contributors.
std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)
DestType PolymorphicDowncast(SourceType *value)
Polymorphic downcast for build in pointers only.
DataLayout
Definition Types.hpp:63
arm_compute::Status NeonSpaceToDepthWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SpaceToDepthDescriptor &descriptor)
A SpaceToDepthDescriptor for the SpaceToDepthLayer.
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
unsigned int m_BlockSize
Scalar specifying the input block size. It must be >= 1.
Contains information about TensorInfos of a layer.