ArmNN
 24.08
RefTransposeConvolution2dWorkload.cpp
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1 //
2 // Copyright © 2019,2021-2023 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
7 
8 #include "RefWorkloadUtils.hpp"
10 
11 #include <Profiling.hpp>
12 
13 namespace armnn
14 {
15 
17  const TransposeConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) :
19 {
20  // set up weights decoder
21  m_Weights = std::make_unique<ScopedTensorHandle>(*(descriptor.m_Weight));
22  const TensorInfo& weightsInfo = m_Weights->GetTensorInfo();
23 
24  m_WeightsDecoder = MakeDecoder<float>(weightsInfo, m_Weights->Map(true));
25  m_WeightsShape = weightsInfo.GetShape();
26 
27  // set up biases decoder
28  if (descriptor.m_Parameters.m_BiasEnabled)
29  {
30  m_Biases = std::make_unique<ScopedTensorHandle>(*(descriptor.m_Bias));
31  const TensorInfo& biasesInfo = m_Biases->GetTensorInfo();
32  m_BiasesDecoder = MakeDecoder<float>(biasesInfo, m_Biases->Map(true));
33  }
34 }
35 
37 {
39 }
40 
42 {
43  WorkingMemDescriptor* workingMemDescriptor = static_cast<WorkingMemDescriptor*>(executionData.m_Data);
44  Execute(workingMemDescriptor->m_Inputs, workingMemDescriptor->m_Outputs);
45 }
46 
47 void RefTransposeConvolution2dWorkload::Execute(std::vector<ITensorHandle*> inputs,
48  std::vector<ITensorHandle*> outputs) const
49 {
50  ARMNN_SCOPED_PROFILING_EVENT_REF_NAME_GUID("RefTransposeConvolution2dWorkload_Execute");
51 
52  const TensorInfo& inputInfo = GetTensorInfo(inputs[0]);
53  const TensorInfo& outputInfo = GetTensorInfo(outputs[0]);
54 
55  std::unique_ptr<Decoder<float>> inputDecoder = MakeDecoder<float>(inputInfo, inputs[0]->Map());
56  std::unique_ptr<Encoder<float>> outputEncoder = MakeEncoder<float>(outputInfo, outputs[0]->Map());
57 
59  inputInfo.GetShape(),
60  *inputDecoder,
61  outputInfo.GetShape(),
62  *outputEncoder,
63  m_WeightsShape,
64  *m_WeightsDecoder,
65  m_BiasesDecoder.get());
66 }
67 
68 } // namespace armnn
armnn::TransposeConvolution2dImpl
void TransposeConvolution2dImpl(const TransposeConvolution2dDescriptor &descriptor, const TensorShape &inputShape, Decoder< float > &inputDecoder, const TensorShape &outputShape, Encoder< float > &outputEncoder, const TensorShape &weightsShape, Decoder< float > &weightsDecoder, Decoder< float > *biasesDecoder)
Definition: TransposeConvolution2d.cpp:15
RefTransposeConvolution2dWorkload.hpp
armnn::experimental::ExecutionData::m_Data
void * m_Data
Definition: ExecutionData.hpp:16
armnn::TensorInfo
Definition: Tensor.hpp:152
armnn::TransposeConvolution2dQueueDescriptor::m_Weight
const ConstTensorHandle * m_Weight
Definition: WorkloadData.hpp:551
Profiling.hpp
ARMNN_SCOPED_PROFILING_EVENT_REF_NAME_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_REF_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
Definition: RefWorkloadUtils.hpp:22
armnn::QueueDescriptorWithParameters::m_Parameters
LayerDescriptor m_Parameters
Definition: WorkloadData.hpp:66
armnn::RefTransposeConvolution2dWorkload::Execute
void Execute() const override
Definition: RefTransposeConvolution2dWorkload.cpp:36
armnn::WorkloadInfo
Contains information about TensorInfos of a layer.
Definition: WorkloadInfo.hpp:16
armnn::GetTensorInfo
const TensorInfo & GetTensorInfo(const ITensorHandle *tensorHandle)
float32 helpers
Definition: RefWorkloadUtils.hpp:33
armnn::TransposeConvolution2dQueueDescriptor::m_Bias
const ConstTensorHandle * m_Bias
Definition: WorkloadData.hpp:552
armnn::BoostLogSeverityMapping::info
@ info
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:27
armnn::TransposeConvolution2dQueueDescriptor
Definition: WorkloadData.hpp:544
RefWorkloadUtils.hpp
armnn::BaseWorkload< TransposeConvolution2dQueueDescriptor >::m_Data
TransposeConvolution2dQueueDescriptor m_Data
Definition: Workload.hpp:89
armnn::RefTransposeConvolution2dWorkload::RefTransposeConvolution2dWorkload
RefTransposeConvolution2dWorkload(const TransposeConvolution2dQueueDescriptor &descriptor, const WorkloadInfo &info)
Definition: RefTransposeConvolution2dWorkload.cpp:16
armnn::TensorInfo::GetShape
const TensorShape & GetShape() const
Definition: Tensor.hpp:193
armnn::LayerType::Map
@ Map
armnn::experimental::WorkingMemDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkingMemDescriptor.hpp:20
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
armnn::experimental::WorkingMemDescriptor
Definition: WorkingMemDescriptor.hpp:18
armnn::RefTransposeConvolution2dWorkload::ExecuteAsync
void ExecuteAsync(ExecutionData &executionData) override
Definition: RefTransposeConvolution2dWorkload.cpp:41
armnn::TransposeConvolution2dDescriptor::m_BiasEnabled
bool m_BiasEnabled
Enable/disable bias.
Definition: Descriptors.hpp:1481
armnn::RefBaseWorkload
Definition: RefBaseWorkload.hpp:13
TransposeConvolution2d.hpp
armnn::experimental::WorkingMemDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkingMemDescriptor.hpp:21
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26
armnn::experimental::ExecutionData
Definition: ExecutionData.hpp:14