ArmNN
 21.02
NeonSpaceToDepthWorkload.cpp
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1 //
2 // Copyright © 2017 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
7 #include "NeonWorkloadUtils.hpp"
8 
11 
12 #include <ResolveType.hpp>
13 
14 namespace armnn
15 {
16 
17 using namespace armcomputetensorutils;
18 
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  m_Data.ValidateInputsOutputs("NeonSpaceToDepthWorkload", 1, 1);
37 
38  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
39 
40  arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
41  input.info()->set_data_layout(aclDataLayout);
42 
43  int32_t blockSize = armnn::numeric_cast<int32_t>(desc.m_Parameters.m_BlockSize);
44 
45  arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
46  output.info()->set_data_layout(aclDataLayout);
47 
48  m_Layer.reset(new arm_compute::NESpaceToDepthLayer());
49  m_Layer->configure(&input, &output, blockSize);
50  m_Layer->prepare();
51 }
52 
54 {
55  if (m_Layer)
56  {
57  ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonSpaceToDepthWorkload_Execute");
58  m_Layer->run();
59  }
60 }
61 
62 } //namespace armnn
arm_compute::Status NeonSpaceToDepthWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SpaceToDepthDescriptor &descriptor)
DataLayout
Definition: Types.hpp:50
const SpaceToDepthQueueDescriptor m_Data
Definition: Workload.hpp:46
#define ARMNN_SCOPED_PROFILING_EVENT_NEON(name)
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Copyright (c) 2021 ARM Limited and Contributors.
A SpaceToDepthDescriptor for the SpaceToDepthLayer.
Status
enumeration
Definition: Types.hpp:26
virtual void Execute() const override
unsigned int m_BlockSize
Scalar specifying the input block size. It must be >= 1.
DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
NeonSpaceToDepthWorkload(const SpaceToDepthQueueDescriptor &descriptor, const WorkloadInfo &info)
std::vector< ITensorHandle * > m_Outputs
std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)
Definition: NumericCast.hpp:35
Contains information about inputs and outputs to a layer.
std::vector< ITensorHandle * > m_Inputs