ArmNN
 25.11
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NeonDepthToSpaceWorkload.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
7
9
13
14namespace armnn
15{
16
17using namespace armcomputetensorutils;
18
19arm_compute::Status NeonDepthToSpaceWorkloadValidate(const TensorInfo& input,
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 =
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 =
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
#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 DepthToSpaceQueueDescriptor &descriptor, const WorkloadInfo &info)
NeonDepthToSpaceWorkload(const DepthToSpaceQueueDescriptor &descriptor, const WorkloadInfo &info)
Copyright (c) 2021 ARM Limited and Contributors.
arm_compute::Status NeonDepthToSpaceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const DepthToSpaceDescriptor &descriptor)
auto PolymorphicPointerDowncast(const SourceType &value)
Polymorphic downcast for shared pointers and build in pointers.
SpaceToDepthDescriptor DepthToSpaceDescriptor
A DepthToSpaceDescriptor for the DepthToSpaceLayer.
std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)
DataLayout
Definition Types.hpp:63
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.