From a983e4699082a0b1ef685bab7354f2ad9cd37a44 Mon Sep 17 00:00:00 2001 From: Colm Donelan Date: Wed, 20 May 2020 16:12:19 +0100 Subject: Updating Doxygen documentation for 20.05 release. Change-Id: I4d624343ed5fd6ae269c3d53532903084508fd14 Signed-off-by: Colm Donelan --- ..._dynamic_quantization_visitor_8hpp_source.xhtml | 171 +++++++++++++++++++++ 1 file changed, 171 insertions(+) create mode 100644 20.05/_dynamic_quantization_visitor_8hpp_source.xhtml (limited to '20.05/_dynamic_quantization_visitor_8hpp_source.xhtml') diff --git a/20.05/_dynamic_quantization_visitor_8hpp_source.xhtml b/20.05/_dynamic_quantization_visitor_8hpp_source.xhtml new file mode 100644 index 0000000000..635fe763d9 --- /dev/null +++ b/20.05/_dynamic_quantization_visitor_8hpp_source.xhtml @@ -0,0 +1,171 @@ + + + + + + + + + + + + + +ArmNN: src/armnn/DynamicQuantizationVisitor.hpp Source File + + + + + + + + + + + + + + + + +
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DynamicQuantizationVisitor.hpp
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1 //
2 // Copyright © 2017 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #pragma once
7 
8 #include "armnn/LayerVisitorBase.hpp"
9 #include "RangeTracker.hpp"
10 #include "layers/DebugLayer.hpp"
11 
12 #include <armnn/INetwork.hpp>
13 #include <armnnQuantizer/INetworkQuantizer.hpp>
14 
15 namespace armnn
16 {
17 
18 /// Visitor class to establish min/max ranges based on the type of the layer
19 class DynamicQuantizationVisitor : public LayerVisitorBase<VisitorThrowingPolicy>
20 {
21 public:
22  DynamicQuantizationVisitor(RangeTracker& rangeTracker, Graph& graph);
23  ~DynamicQuantizationVisitor() = default;
24 
25  /// Functions to set the Range on a per-layer-type basis
26  void VisitAbsLayer(const IConnectableLayer* layer,
27  const char* name = nullptr) override;
28 
29  void VisitAdditionLayer(const IConnectableLayer* layer,
30  const char* name = nullptr) override;
31 
32  void VisitArgMinMaxLayer(const IConnectableLayer* layer,
33  const ArgMinMaxDescriptor& desc,
34  const char* name = nullptr) override;
35 
36  void VisitNormalizationLayer(const IConnectableLayer* layer,
37  const NormalizationDescriptor& desc,
38  const char* name = nullptr) override ;
39 
40  void VisitBatchNormalizationLayer(const IConnectableLayer* layer,
41  const BatchNormalizationDescriptor& desc,
42  const ConstTensor& mean,
43  const ConstTensor& variance,
44  const ConstTensor& beta,
45  const ConstTensor& gamma,
46  const char* name = nullptr) override;
47 
48  void VisitConvolution2dLayer(const IConnectableLayer* layer,
49  const Convolution2dDescriptor& convolution2dDescriptor,
50  const ConstTensor& weights,
51  const Optional<ConstTensor>& biases,
52  const char* name = nullptr) override;
53 
54  void VisitDepthwiseConvolution2dLayer(const IConnectableLayer* layer,
55  const DepthwiseConvolution2dDescriptor& desc,
56  const ConstTensor& weights,
57  const Optional<ConstTensor>& biases,
58  const char* name = nullptr) override;
59 
60  void VisitActivationLayer(const IConnectableLayer* layer,
61  const ActivationDescriptor& activationDescriptor,
62  const char* name = nullptr) override;
63 
64  void VisitFullyConnectedLayer(const IConnectableLayer *layer,
65  const FullyConnectedDescriptor& desc,
66  const ConstTensor& weights,
67  const Optional<ConstTensor>& biases,
68  const char *name) override;
69 
70  void VisitPermuteLayer(const IConnectableLayer* layer,
71  const PermuteDescriptor& permuteDescriptor,
72  const char* name) override;
73 
74  void VisitSpaceToBatchNdLayer(const IConnectableLayer* layer,
75  const SpaceToBatchNdDescriptor& spaceToBatchNdDescriptor,
76  const char* name = nullptr) override;
77 
78  void VisitPooling2dLayer(const IConnectableLayer* layer,
79  const Pooling2dDescriptor& pooling2dDescriptor,
80  const char* name) override;
81 
82  void VisitSoftmaxLayer(const IConnectableLayer* layer,
83  const SoftmaxDescriptor& softmaxDescriptor,
84  const char* name = nullptr) override;
85 
86  void VisitConcatLayer(const IConnectableLayer* layer,
87  const ConcatDescriptor& originsDescriptor,
88  const char* name = nullptr) override;
89 
90  void VisitConstantLayer(const IConnectableLayer* layer,
91  const ConstTensor& input,
92  const char* name = nullptr) override;
93 
94  void VisitReshapeLayer(const IConnectableLayer* layer,
95  const ReshapeDescriptor& reshapeDescriptor,
96  const char* name = nullptr) override;
97 
98  void VisitSplitterLayer(const IConnectableLayer* layer,
99  const SplitterDescriptor& splitterDescriptor,
100  const char* name = nullptr) override;
101 
102  void VisitResizeBilinearLayer(const IConnectableLayer* layer,
103  const ResizeBilinearDescriptor& resizeDesc,
104  const char* name = nullptr) override;
105 
106  void VisitStridedSliceLayer(const IConnectableLayer* layer,
107  const StridedSliceDescriptor& stridedSliceDescriptor,
108  const char* name = nullptr) override;
109 
110  void VisitBatchToSpaceNdLayer(const IConnectableLayer* layer,
111  const BatchToSpaceNdDescriptor& batchToSpaceNdDescriptor,
112  const char* name = nullptr) override;
113 
114  void VisitInputLayer(const IConnectableLayer* layer,
115  LayerBindingId id,
116  const char* name = nullptr) override;
117 
118  void VisitOutputLayer(const IConnectableLayer* layer,
119  LayerBindingId id,
120  const char* name = nullptr) override;
121 
122  void FinishVisit() override;
123  void VisitNonCalibratedLayers();
124 
125  const std::vector<armnn::LayerBindingId>& GetOutputLayers();
126 
127 private:
128  /// Set the range for an output slot on a layer
129  void SetRange(const IConnectableLayer* layer, unsigned int outputIdx, float min, float max);
130 
131  void ForwardParentParameters(const IConnectableLayer* layer);
132 
133  /// Mapping from a layer Guid to an array of ranges for outputs
134  RangeTracker& m_RangeTracker;
135 
136  Graph& m_Graph;
137 
138  std::vector<const IConnectableLayer*> m_LayersToCalibrate;
139  std::vector<const IConnectableLayer*> m_LayersNotToCalibrate;
140  std::vector<DebugLayer*> m_DebugLayers;
141 
142  std::vector<armnn::LayerBindingId> m_OutputLayers;
143 
144  void AddToCalibratedLayers(const IConnectableLayer* layer);
145  void AddToNonCalibratedLayers(const IConnectableLayer* layer);
146  void RemoveDebugLayers();
147 };
148 
149 } //namespace armnn
armnn::DynamicQuantizationVisitor::VisitReshapeLayer
void VisitReshapeLayer(const IConnectableLayer *layer, const ReshapeDescriptor &reshapeDescriptor, const char *name=nullptr) override
Function a reshape layer should call back to when its Accept(ILayerVisitor&) function is invoked...
Definition: DynamicQuantizationVisitor.cpp:299
+
armnn::DynamicQuantizationVisitor::VisitBatchNormalizationLayer
void VisitBatchNormalizationLayer(const IConnectableLayer *layer, const BatchNormalizationDescriptor &desc, const ConstTensor &mean, const ConstTensor &variance, const ConstTensor &beta, const ConstTensor &gamma, const char *name=nullptr) override
Function that a batch normalization layer should call back to when its Accept(ILayerVisitor&) functio...
Definition: DynamicQuantizationVisitor.cpp:113
+
armnn::DynamicQuantizationVisitor::VisitNormalizationLayer
void VisitNormalizationLayer(const IConnectableLayer *layer, const NormalizationDescriptor &desc, const char *name=nullptr) override
Function that a normalization layer should call back to when its Accept(ILayerVisitor&) function is i...
Definition: DynamicQuantizationVisitor.cpp:131
+
armnn::DynamicQuantizationVisitor::VisitPermuteLayer
void VisitPermuteLayer(const IConnectableLayer *layer, const PermuteDescriptor &permuteDescriptor, const char *name) override
Function that a permute layer should call back to when its Accept(ILayerVisitor&) function is invoked...
Definition: DynamicQuantizationVisitor.cpp:213
+
armnn::ViewsDescriptor
A ViewsDescriptor for the SplitterLayer.
Definition: Descriptors.hpp:198
+
armnn::IConnectableLayer
Interface for a layer that is connectable to other layers via InputSlots and OutputSlots.
Definition: INetwork.hpp:61
+ + +
armnn::DynamicQuantizationVisitor::VisitConstantLayer
void VisitConstantLayer(const IConnectableLayer *layer, const ConstTensor &input, const char *name=nullptr) override
Function a layer with no inputs and a single output, which always corresponds to the passed in consta...
Definition: DynamicQuantizationVisitor.cpp:250
+
armnn::ReshapeDescriptor
A ReshapeDescriptor for the ReshapeLayer.
Definition: Descriptors.hpp:770
+
armnn::DynamicQuantizationVisitor::VisitConcatLayer
void VisitConcatLayer(const IConnectableLayer *layer, const ConcatDescriptor &originsDescriptor, const char *name=nullptr) override
Function that a concat layer should call back to when its Accept(ILayerVisitor&) function is invoked...
Definition: DynamicQuantizationVisitor.cpp:278
+
armnn::DynamicQuantizationVisitor::VisitSpaceToBatchNdLayer
void VisitSpaceToBatchNdLayer(const IConnectableLayer *layer, const SpaceToBatchNdDescriptor &spaceToBatchNdDescriptor, const char *name=nullptr) override
Function a space to batch layer should call back to when its Accept(ILayerVisitor&) function is invok...
Definition: DynamicQuantizationVisitor.cpp:222
+ +
armnn::Convolution2dDescriptor
A Convolution2dDescriptor for the Convolution2dLayer.
Definition: Descriptors.hpp:400
+
armnn::DynamicQuantizationVisitor::VisitBatchToSpaceNdLayer
void VisitBatchToSpaceNdLayer(const IConnectableLayer *layer, const BatchToSpaceNdDescriptor &batchToSpaceNdDescriptor, const char *name=nullptr) override
Function that a batch to space ND layer should call back to when its Accept(ILayerVisitor&) function ...
Definition: DynamicQuantizationVisitor.cpp:335
+
armnn::DynamicQuantizationVisitor::VisitResizeBilinearLayer
void VisitResizeBilinearLayer(const IConnectableLayer *layer, const ResizeBilinearDescriptor &resizeDesc, const char *name=nullptr) override
Function that a resize bilinear layer should call back to when its Accept(ILayerVisitor&) function is...
Definition: DynamicQuantizationVisitor.cpp:317
+
DebugLayer.hpp
+
RangeTracker.hpp
+
armnn
Copyright (c) 2020 ARM Limited.
Definition: 00_introduction.dox:25
+
armnn::DynamicQuantizationVisitor::VisitConvolution2dLayer
void VisitConvolution2dLayer(const IConnectableLayer *layer, const Convolution2dDescriptor &convolution2dDescriptor, const ConstTensor &weights, const Optional< ConstTensor > &biases, const char *name=nullptr) override
Function that a 2D convolution layer should call back to when its Accept(ILayerVisitor&) function is ...
Definition: DynamicQuantizationVisitor.cpp:141
+
armnn::DynamicQuantizationVisitor::VisitSoftmaxLayer
void VisitSoftmaxLayer(const IConnectableLayer *layer, const SoftmaxDescriptor &softmaxDescriptor, const char *name=nullptr) override
Function that a softmax layer should call back to when its Accept(ILayerVisitor&) function is invoked...
Definition: DynamicQuantizationVisitor.cpp:240
+
armnn::BatchToSpaceNdDescriptor
A BatchToSpaceNdDescriptor for the BatchToSpaceNdLayer.
Definition: Descriptors.hpp:665
+ +
armnn::DynamicQuantizationVisitor::VisitFullyConnectedLayer
void VisitFullyConnectedLayer(const IConnectableLayer *layer, const FullyConnectedDescriptor &desc, const ConstTensor &weights, const Optional< ConstTensor > &biases, const char *name) override
Function that a fully connected layer should call back to when its Accept(ILayerVisitor&) function is...
Definition: DynamicQuantizationVisitor.cpp:199
+
armnn::LayerBindingId
int LayerBindingId
Type of identifiers for bindable layers (inputs, outputs).
Definition: Types.hpp:171
+
armnn::DynamicQuantizationVisitor::VisitDepthwiseConvolution2dLayer
void VisitDepthwiseConvolution2dLayer(const IConnectableLayer *layer, const DepthwiseConvolution2dDescriptor &desc, const ConstTensor &weights, const Optional< ConstTensor > &biases, const char *name=nullptr) override
Function that a 2D depthwise convolution layer with biases should call back to when its Accept(ILayer...
Definition: DynamicQuantizationVisitor.cpp:155
+
armnn::DynamicQuantizationVisitor::DynamicQuantizationVisitor
DynamicQuantizationVisitor(RangeTracker &rangeTracker, Graph &graph)
Definition: DynamicQuantizationVisitor.cpp:19
+ +
armnn::DynamicQuantizationVisitor::VisitActivationLayer
void VisitActivationLayer(const IConnectableLayer *layer, const ActivationDescriptor &activationDescriptor, const char *name=nullptr) override
Function that an activation layer should call back to when its Accept(ILayerVisitor&) function is inv...
Definition: DynamicQuantizationVisitor.cpp:169
+
armnn::DynamicQuantizationVisitor::VisitAdditionLayer
void VisitAdditionLayer(const IConnectableLayer *layer, const char *name=nullptr) override
Function that an addition layer should call back to when its Accept(ILayerVisitor&) function is invok...
Definition: DynamicQuantizationVisitor.cpp:87
+
armnn::ArgMinMaxDescriptor
An ArgMinMaxDescriptor for ArgMinMaxLayer.
Definition: Descriptors.hpp:51
+
armnn::OriginsDescriptor
An OriginsDescriptor for the ConcatLayer.
Definition: Descriptors.hpp:155
+
armnn::FullyConnectedDescriptor
A FullyConnectedDescriptor for the FullyConnectedLayer.
Definition: Descriptors.hpp:381
+
armnn::ConstTensor
A tensor defined by a TensorInfo (shape and data type) and an immutable backing store.
Definition: Tensor.hpp:199
+
armnn::DynamicQuantizationVisitor::VisitArgMinMaxLayer
void VisitArgMinMaxLayer(const IConnectableLayer *layer, const ArgMinMaxDescriptor &desc, const char *name=nullptr) override
Function that an arg min max layer should call back to when its Accept(ILayerVisitor&) function is in...
Definition: DynamicQuantizationVisitor.cpp:103
+
armnn::ActivationDescriptor
An ActivationDescriptor for the ActivationLayer.
Definition: Descriptors.hpp:20
+
armnn::LayerVisitorBase
Visitor base class with empty implementations.
Definition: LayerVisitorBase.hpp:25
+ +
INetwork.hpp
+
armnn::SpaceToBatchNdDescriptor
A SpaceToBatchNdDescriptor for the SpaceToBatchNdLayer.
Definition: Descriptors.hpp:790
+
armnn::DynamicQuantizationVisitor::VisitAbsLayer
void VisitAbsLayer(const IConnectableLayer *layer, const char *name=nullptr) override
Functions to set the Range on a per-layer-type basis.
Definition: DynamicQuantizationVisitor.cpp:95
+
armnn::DynamicQuantizationVisitor::VisitInputLayer
void VisitInputLayer(const IConnectableLayer *layer, LayerBindingId id, const char *name=nullptr) override
Function that an InputLayer should call back to when its Accept(ILayerVisitor&) function is invoked...
Definition: DynamicQuantizationVisitor.cpp:344
+
armnn::StridedSliceDescriptor
A StridedSliceDescriptor for the StridedSliceLayer.
Definition: Descriptors.hpp:1014
+
armnn::DynamicQuantizationVisitor
Visitor class to establish min/max ranges based on the type of the layer.
Definition: DynamicQuantizationVisitor.hpp:19
+
LayerVisitorBase.hpp
+
armnn::Pooling2dDescriptor
A Pooling2dDescriptor for the Pooling2dLayer.
Definition: Descriptors.hpp:321
+
armnn::DynamicQuantizationVisitor::VisitPooling2dLayer
void VisitPooling2dLayer(const IConnectableLayer *layer, const Pooling2dDescriptor &pooling2dDescriptor, const char *name) override
Function that a pooling layer should call back to when its Accept(ILayerVisitor&) function is invoked...
Definition: DynamicQuantizationVisitor.cpp:231
+
armnn::NormalizationDescriptor
A NormalizationDescriptor for the NormalizationLayer.
Definition: Descriptors.hpp:559
+
armnn::DynamicQuantizationVisitor::VisitOutputLayer
void VisitOutputLayer(const IConnectableLayer *layer, LayerBindingId id, const char *name=nullptr) override
Function an output layer should call back to when its Accept(ILayerVisitor&) function is invoked...
Definition: DynamicQuantizationVisitor.cpp:352
+
armnn::ResizeBilinearDescriptor
A ResizeBilinearDescriptor for the ResizeBilinearLayer.
Definition: Descriptors.hpp:715
+
armnn::DynamicQuantizationVisitor::VisitSplitterLayer
void VisitSplitterLayer(const IConnectableLayer *layer, const SplitterDescriptor &splitterDescriptor, const char *name=nullptr) override
Function that a splitter layer should call back to when its Accept(ILayerVisitor&) function is invoke...
Definition: DynamicQuantizationVisitor.cpp:308
+
armnn::SoftmaxDescriptor
A SoftmaxDescriptor for the SoftmaxLayer.
Definition: Descriptors.hpp:131
+
armnn::DynamicQuantizationVisitor::VisitStridedSliceLayer
void VisitStridedSliceLayer(const IConnectableLayer *layer, const StridedSliceDescriptor &stridedSliceDescriptor, const char *name=nullptr) override
Function a strided slice layer should call back to when its Accept(ILayerVisitor&) function is invoke...
Definition: DynamicQuantizationVisitor.cpp:326
+
armnn::DynamicQuantizationVisitor::GetOutputLayers
const std::vector< armnn::LayerBindingId > & GetOutputLayers()
Definition: DynamicQuantizationVisitor.cpp:360
+
armnn::DepthwiseConvolution2dDescriptor
A DepthwiseConvolution2dDescriptor for the DepthwiseConvolution2dLayer.
Definition: Descriptors.hpp:452
+
armnn::BatchNormalizationDescriptor
A BatchNormalizationDescriptor for the BatchNormalizationLayer.
Definition: Descriptors.hpp:618
+
INetworkQuantizer.hpp
+
armnn::PermuteDescriptor
A PermuteDescriptor for the PermuteLayer.
Definition: Descriptors.hpp:110
+
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