ArmNN
 20.08
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 
10 #include <ResolveType.hpp>
11 
12 namespace armnn
13 {
14 
15 using namespace armcomputetensorutils;
16 
18  const TensorInfo& output,
19  const SpaceToDepthDescriptor& descriptor)
20 {
21  DataLayout dataLayout = descriptor.m_DataLayout;
22  const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input, dataLayout);
23  const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output, dataLayout);
24 
25  int32_t blockSize = boost::numeric_cast<int32_t>(descriptor.m_BlockSize);
26 
27  return arm_compute::NESpaceToDepthLayer::validate(&aclInput, &aclOutput, blockSize);
28 }
29 
31  const WorkloadInfo& info)
33 {
34  m_Data.ValidateInputsOutputs("NeonSpaceToDepthWorkload", 1, 1);
35 
36  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
37 
38  arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
39  input.info()->set_data_layout(aclDataLayout);
40 
41  int32_t blockSize = boost::numeric_cast<int32_t>(desc.m_Parameters.m_BlockSize);
42 
43  arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
44  output.info()->set_data_layout(aclDataLayout);
45 
46  m_Layer.reset(new arm_compute::NESpaceToDepthLayer());
47  m_Layer->configure(&input, &output, blockSize);
48  m_Layer->prepare();
49 }
50 
52 {
53  if (m_Layer)
54  {
55  ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonSpaceToDepthWorkload_Execute");
56  m_Layer->run();
57  }
58 }
59 
60 } //namespace armnn
arm_compute::Status NeonSpaceToDepthWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const SpaceToDepthDescriptor &descriptor)
DataLayout
Definition: Types.hpp:49
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) 2020 ARM Limited.
A SpaceToDepthDescriptor for the SpaceToDepthLayer.
Status
enumeration
Definition: Types.hpp:26
std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)
Definition: NumericCast.hpp:33
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
Contains information about inputs and outputs to a layer.
std::vector< ITensorHandle * > m_Inputs