ArmNN
 21.02
NeonDepthToSpaceWorkload.cpp
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1 //
2 // Copyright © 2019 Arm Ltd. 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  m_Data.ValidateInputsOutputs("NeonDepthToSpaceWorkload", 1, 1);
37 
38  arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
39 
40  arm_compute::ITensor& input =
41  PolymorphicPointerDowncast<IAclTensorHandle>(m_Data.m_Inputs[0])->GetTensor();
42  input.info()->set_data_layout(aclDataLayout);
43 
44  int32_t blockSize = armnn::numeric_cast<int32_t>(desc.m_Parameters.m_BlockSize);
45 
46  arm_compute::ITensor& output =
47  PolymorphicPointerDowncast<IAclTensorHandle>(m_Data.m_Outputs[0])->GetTensor();
48  output.info()->set_data_layout(aclDataLayout);
49 
50  m_Layer.configure(&input, &output, blockSize);
51  m_Layer.prepare();
52 }
53 
55 {
56  ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonDepthToSpaceWorkload_Execute");
57  m_Layer.run();
58 }
59 
60 } // namespace armnn
DataLayout
Definition: Types.hpp:50
NeonDepthToSpaceWorkload(const DepthToSpaceQueueDescriptor &descriptor, const WorkloadInfo &info)
const DepthToSpaceQueueDescriptor 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
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).
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
arm_compute::Status NeonDepthToSpaceWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const DepthToSpaceDescriptor &descriptor)