ArmNN
 24.08
NeonDequantizeWorkload.cpp
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1 //
2 // Copyright © 2019-2023 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
7 
8 #include "NeonWorkloadUtils.hpp"
9 
10 #include <arm_compute/runtime/NEON/functions/NEDequantizationLayer.h>
11 
16 
17 namespace armnn
18 {
19 
20 using namespace armcomputetensorutils;
21 
23  const TensorInfo& output)
24 {
25  const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input);
26  const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output);
27 
28  return arm_compute::NEDequantizationLayer::validate(&aclInput, &aclOutput);
29 }
30 
33 {
34  m_Data.ValidateInputsOutputs("NeonDequantizeWorkload", 1, 1);
35 
36  arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
37  arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
38 
39  std::unique_ptr<arm_compute::NEDequantizationLayer> layer(new arm_compute::NEDequantizationLayer());
40  layer->configure(&input, &output);
41  layer->prepare();
42  m_Layer.reset(layer.release());
43 }
44 
46 {
47  ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonDequantizeWorkload_Execute");
48  m_Layer->run();
49 }
50 
51 } //namespace armnn
52 
armnn::NeonDequantizeWorkload::Execute
void Execute() const override
Definition: NeonDequantizeWorkload.cpp:45
armnn::QueueDescriptor::ValidateInputsOutputs
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Definition: WorkloadData.cpp:447
armnn::TensorInfo
Definition: Tensor.hpp:152
NeonTensorHandle.hpp
armnn::WorkloadInfo
Contains information about TensorInfos of a layer.
Definition: WorkloadInfo.hpp:16
PolymorphicDowncast.hpp
armnn::NeonDequantizeWorkloadValidate
arm_compute::Status NeonDequantizeWorkloadValidate(const TensorInfo &input, const TensorInfo &output)
Definition: NeonDequantizeWorkload.cpp:22
armnn::BoostLogSeverityMapping::info
@ info
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:27
TensorHandle.hpp
armnn::Status
Status
Definition: Types.hpp:42
armnn::BaseWorkload< DequantizeQueueDescriptor >::m_Data
DequantizeQueueDescriptor m_Data
Definition: Workload.hpp:89
armnn::NeonDequantizeWorkload::NeonDequantizeWorkload
NeonDequantizeWorkload(const DequantizeQueueDescriptor &descriptor, const WorkloadInfo &info)
Definition: NeonDequantizeWorkload.cpp:31
NeonWorkloadUtils.hpp
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
ArmComputeTensorUtils.hpp
armnn::DequantizeQueueDescriptor
Definition: WorkloadData.hpp:524
ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
Definition: NeonWorkloadUtils.hpp:33
NeonDequantizeWorkload.hpp
armnn::NeonBaseWorkload
Definition: NeonBaseWorkload.hpp:13
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26