From de36e4a9c299028e792c3a5bd99ad0816d806077 Mon Sep 17 00:00:00 2001 From: Ryan OShea Date: Fri, 13 Mar 2020 16:26:19 +0000 Subject: IVGCVSW-3726 Upload ArmNN Doxygen files * Upload current ArmNN Doxygen files Signed-off-by: Ryan OShea Change-Id: I8989ed16ee40a99a4495b100bd009cf3e24a7285 --- ..._1_test_batch_normalization_layer_visitor.xhtml | 536 +++++++++++++++++++++ 1 file changed, 536 insertions(+) create mode 100644 Documentation/classarmnn_1_1_test_batch_normalization_layer_visitor.xhtml (limited to 'Documentation/classarmnn_1_1_test_batch_normalization_layer_visitor.xhtml') diff --git a/Documentation/classarmnn_1_1_test_batch_normalization_layer_visitor.xhtml b/Documentation/classarmnn_1_1_test_batch_normalization_layer_visitor.xhtml new file mode 100644 index 0000000000..eaf44d8404 --- /dev/null +++ b/Documentation/classarmnn_1_1_test_batch_normalization_layer_visitor.xhtml @@ -0,0 +1,536 @@ + + + + + + + + + + + + + +ArmNN: TestBatchNormalizationLayerVisitor Class Reference + + + + + + + + + + + + + + + + +
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TestBatchNormalizationLayerVisitor Class Reference
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#include <ConstTensorLayerVisitor.hpp>

+
+Inheritance diagram for TestBatchNormalizationLayerVisitor:
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+ + +TestLayerVisitor +LayerVisitorBase< VisitorNoThrowPolicy > +ILayerVisitor + +
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+Public Member Functions

 TestBatchNormalizationLayerVisitor (const BatchNormalizationDescriptor &descriptor, const ConstTensor &mean, const ConstTensor &variance, const ConstTensor &beta, const ConstTensor &gamma, const char *name=nullptr)
 
void VisitBatchNormalizationLayer (const IConnectableLayer *layer, const BatchNormalizationDescriptor &descriptor, 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&) function is invoked. More...
 
- Public Member Functions inherited from TestLayerVisitor
 TestLayerVisitor (const char *name)
 
- Public Member Functions inherited from LayerVisitorBase< VisitorNoThrowPolicy >
void VisitAbsLayer (const IConnectableLayer *, const char *) override
 Function an absolute layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitActivationLayer (const IConnectableLayer *, const ActivationDescriptor &, const char *) override
 Function that an activation layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitAdditionLayer (const IConnectableLayer *, const char *) override
 Function that an addition layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitArgMinMaxLayer (const IConnectableLayer *, const ArgMinMaxDescriptor &, const char *) override
 Function that an arg min max layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitBatchNormalizationLayer (const IConnectableLayer *, const BatchNormalizationDescriptor &, const ConstTensor &, const ConstTensor &, const ConstTensor &, const ConstTensor &, const char *) override
 Function that a batch normalization layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitBatchToSpaceNdLayer (const IConnectableLayer *, const BatchToSpaceNdDescriptor &, const char *) override
 Function that a batch to space ND layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitComparisonLayer (const IConnectableLayer *, const ComparisonDescriptor &, const char *) override
 Function a Comparison layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitConcatLayer (const IConnectableLayer *, const ConcatDescriptor &, const char *) override
 Function that a concat layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitConstantLayer (const IConnectableLayer *, const ConstTensor &, const char *) override
 Function a layer with no inputs and a single output, which always corresponds to the passed in constant tensor should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitConvolution2dLayer (const IConnectableLayer *, const Convolution2dDescriptor &, const ConstTensor &, const Optional< ConstTensor > &, const char *) override
 Function that a 2D convolution layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitDepthToSpaceLayer (const IConnectableLayer *, const DepthToSpaceDescriptor &, const char *) override
 Function a depth to space layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitDepthwiseConvolution2dLayer (const IConnectableLayer *, const DepthwiseConvolution2dDescriptor &, const ConstTensor &, const Optional< ConstTensor > &, const char *) override
 Function that a 2D depthwise convolution layer with biases should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitDequantizeLayer (const IConnectableLayer *, const char *) override
 Function that a Dequantize layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitDetectionPostProcessLayer (const IConnectableLayer *, const DetectionPostProcessDescriptor &, const ConstTensor &, const char *) override
 Function that a Detection PostProcess layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitDivisionLayer (const IConnectableLayer *, const char *) override
 Function a division layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitElementwiseUnaryLayer (const IConnectableLayer *, const ElementwiseUnaryDescriptor &, const char *) override
 Function a ElementwiseUnary layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitEqualLayer (const IConnectableLayer *, const char *) override
 Function an Equal layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitFloorLayer (const IConnectableLayer *, const char *) override
 Function a floor layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitFullyConnectedLayer (const IConnectableLayer *, const FullyConnectedDescriptor &, const ConstTensor &, const Optional< ConstTensor > &, const char *) override
 Function that a fully connected layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitGatherLayer (const IConnectableLayer *, const char *) override
 Function a Gather layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitGreaterLayer (const IConnectableLayer *, const char *) override
 Function a Greater layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitInputLayer (const IConnectableLayer *, LayerBindingId, const char *) override
 Function that an InputLayer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitInstanceNormalizationLayer (const IConnectableLayer *, const InstanceNormalizationDescriptor &, const char *) override
 Function that an instance normalization layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitL2NormalizationLayer (const IConnectableLayer *, const L2NormalizationDescriptor &, const char *) override
 Function that an L2 normalization layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitLogSoftmaxLayer (const IConnectableLayer *, const LogSoftmaxDescriptor &, const char *) override
 Function that a log softmax layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitLstmLayer (const IConnectableLayer *, const LstmDescriptor &, const LstmInputParams &, const char *) override
 Function an Lstm layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitMaximumLayer (const IConnectableLayer *, const char *) override
 Function a Maximum layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitMeanLayer (const IConnectableLayer *, const MeanDescriptor &, const char *) override
 Function a Mean layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitMergeLayer (const IConnectableLayer *, const char *) override
 Function that a merge layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitMergerLayer (const IConnectableLayer *, const MergerDescriptor &, const char *) override
 Function that a merger layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitMinimumLayer (const IConnectableLayer *, const char *) override
 Function a Minimum layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitMultiplicationLayer (const IConnectableLayer *, const char *) override
 Function that a multiplication layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitNormalizationLayer (const IConnectableLayer *, const NormalizationDescriptor &, const char *) override
 Function that a normalization layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitOutputLayer (const IConnectableLayer *, LayerBindingId, const char *) override
 Function an output layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitPadLayer (const IConnectableLayer *, const PadDescriptor &, const char *) override
 Function a pad layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitPermuteLayer (const IConnectableLayer *, const PermuteDescriptor &, const char *) override
 Function that a permute layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitPooling2dLayer (const IConnectableLayer *, const Pooling2dDescriptor &, const char *) override
 Function that a pooling layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitPreluLayer (const IConnectableLayer *, const char *) override
 Function that a PReLU activation layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitQuantizeLayer (const IConnectableLayer *, const char *) override
 Function a quantize layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitQuantizedLstmLayer (const IConnectableLayer *, const QuantizedLstmInputParams &, const char *) override
 Function a QuantizedLstm layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitReshapeLayer (const IConnectableLayer *, const ReshapeDescriptor &, const char *) override
 Function a reshape layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitResizeBilinearLayer (const IConnectableLayer *, const ResizeBilinearDescriptor &, const char *) override
 Function that a resize bilinear layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitResizeLayer (const IConnectableLayer *, const ResizeDescriptor &, const char *) override
 Function that a resize layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitRsqrtLayer (const IConnectableLayer *, const char *) override
 Function a Reciprocal of square root layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitSliceLayer (const IConnectableLayer *, const SliceDescriptor &, const char *) override
 Function that a slice layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitSoftmaxLayer (const IConnectableLayer *, const SoftmaxDescriptor &, const char *) override
 Function that a softmax layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitSpaceToBatchNdLayer (const IConnectableLayer *, const SpaceToBatchNdDescriptor &, const char *) override
 Function a space to batch layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitSpaceToDepthLayer (const IConnectableLayer *, const SpaceToDepthDescriptor &, const char *) override
 Function a space to depth layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitSplitterLayer (const IConnectableLayer *, const ViewsDescriptor &, const char *) override
 Function that a splitter layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitStackLayer (const IConnectableLayer *, const StackDescriptor &, const char *) override
 Function a stack layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitStandInLayer (const IConnectableLayer *, const StandInDescriptor &, const char *) override
 Function a StandInLayer should call back to when its Accept(ILaterVisitor&) function is invoked. More...
 
void VisitStridedSliceLayer (const IConnectableLayer *, const StridedSliceDescriptor &, const char *) override
 Function a strided slice layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitSubtractionLayer (const IConnectableLayer *, const char *) override
 Function a subtraction layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitSwitchLayer (const IConnectableLayer *, const char *) override
 Function a switch layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitTransposeConvolution2dLayer (const IConnectableLayer *, const TransposeConvolution2dDescriptor &, const ConstTensor &, const Optional< ConstTensor > &, const char *) override
 Function that a 2D transpose convolution layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
void VisitTransposeLayer (const IConnectableLayer *, const TransposeDescriptor &, const char *) override
 Function that a transpose layer should call back to when its Accept(ILayerVisitor&) function is invoked. More...
 
- Public Member Functions inherited from ILayerVisitor
virtual void StartVisit ()
 
virtual void FinishVisit ()
 
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+Protected Member Functions

void CheckDescriptor (const BatchNormalizationDescriptor &descriptor)
 
- Protected Member Functions inherited from TestLayerVisitor
virtual ~TestLayerVisitor ()
 
void CheckLayerName (const char *name)
 
void CheckLayerPointer (const IConnectableLayer *layer)
 
void CheckConstTensors (const ConstTensor &expected, const ConstTensor &actual)
 
void CheckOptionalConstTensors (const Optional< ConstTensor > &expected, const Optional< ConstTensor > &actual)
 
- Protected Member Functions inherited from LayerVisitorBase< VisitorNoThrowPolicy >
 LayerVisitorBase ()
 
virtual ~LayerVisitorBase ()
 
- Protected Member Functions inherited from ILayerVisitor
 ILayerVisitor ()
 
virtual ~ILayerVisitor ()
 
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Detailed Description

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Definition at line 125 of file ConstTensorLayerVisitor.hpp.

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Constructor & Destructor Documentation

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◆ TestBatchNormalizationLayerVisitor()

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TestBatchNormalizationLayerVisitor (const BatchNormalizationDescriptordescriptor,
const ConstTensormean,
const ConstTensorvariance,
const ConstTensorbeta,
const ConstTensorgamma,
const char * name = nullptr 
)
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Definition at line 128 of file ConstTensorLayerVisitor.hpp.

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134  : TestLayerVisitor(name)
135  , m_Descriptor(descriptor)
136  , m_Mean(mean)
137  , m_Variance(variance)
138  , m_Beta(beta)
139  , m_Gamma(gamma)
140  {}
TestLayerVisitor(const char *name)
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Member Function Documentation

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◆ CheckDescriptor()

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void CheckDescriptor (const BatchNormalizationDescriptordescriptor)
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Definition at line 45 of file ConstTensorLayerVisitor.cpp.

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References BOOST_CHECK(), Convolution2dDescriptor::m_DataLayout, BatchNormalizationDescriptor::m_DataLayout, and BatchNormalizationDescriptor::m_Eps.

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46 {
47  BOOST_CHECK(m_Descriptor.m_Eps == descriptor.m_Eps);
48  BOOST_CHECK(m_Descriptor.m_DataLayout == descriptor.m_DataLayout);
49 }
float m_Eps
Value to add to the variance. Used to avoid dividing by zero.
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DataLayout m_DataLayout
The data layout to be used (NCHW, NHWC).
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BOOST_CHECK(profilingService.GetCurrentState()==ProfilingState::WaitingForAck)
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◆ VisitBatchNormalizationLayer()

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void VisitBatchNormalizationLayer (const IConnectableLayerlayer,
const BatchNormalizationDescriptordesc,
const ConstTensormean,
const ConstTensorvariance,
const ConstTensorbeta,
const ConstTensorgamma,
const char * name = nullptr 
)
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Function that a batch normalization layer should call back to when its Accept(ILayerVisitor&) function is invoked.

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Parameters
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layer- pointer to the layer which is calling back to this visit function.
mean- Pre-calculated mean for each channel.
variance- Pre-calculated variance for each channel.
beta- Per-channel additive factor.
gamma- Per-channel multiplicative factor.
name- Optional name for the layer.
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Implements ILayerVisitor.

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Definition at line 142 of file ConstTensorLayerVisitor.hpp.

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References TestLayerVisitor::CheckConstTensors(), TestConvolution2dLayerVisitor::CheckDescriptor(), TestLayerVisitor::CheckLayerName(), and TestLayerVisitor::CheckLayerPointer().

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149  {
150  CheckLayerPointer(layer);
151  CheckLayerName(name);
152  CheckDescriptor(descriptor);
153  CheckConstTensors(m_Mean, mean);
154  CheckConstTensors(m_Variance, variance);
155  CheckConstTensors(m_Beta, beta);
156  CheckConstTensors(m_Gamma, gamma);
157  }
void CheckDescriptor(const BatchNormalizationDescriptor &descriptor)
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void CheckLayerName(const char *name)
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void CheckLayerPointer(const IConnectableLayer *layer)
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void CheckConstTensors(const ConstTensor &expected, const ConstTensor &actual)
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The documentation for this class was generated from the following files: +
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+ + + + -- cgit v1.2.1