MyCaffe.common.LayerDebugInformation< T > Class Template Reference

The LayerDebugInformation describes debug information relating to a given Layer in the Net. More...

Public Member Functions
	LayerDebugInformation (Layer< T > layer, BlobCollection< T > colBottom, BlobCollection< T > colTop, Blob< T > work, bool bDetectNans)
	The LayerDebugInformation constructor. More...
BlobDebugInformation< T >	FindBlob (string strBlob)
	Searches for the named blob. More...
bool	Compare (LayerDebugInformation< T > dbg)
	Compare this LayerDebugInformation to another. More...
string	DetectFirstNaN (out string strType)
	Searches for the first NaN within the Layer. More...
string	DetectLastNaN (out string strType)
	Searches for the last NaN within the Layer. More...
override string	ToString ()
	Returns the string representation of the LayerDebugInformation. More...

Properties
string	Name [get]
	Returns the name of the Layer managed by the LayerDebugInformation. More...
string	Type [get]
	Returns the type of the Layer managed by the LayerDebugInformation. More...
double	ForwardTiming [get]
	Returns the timing of the last forward pass made by the Layer. More...
double	ForwardTimingAverage [get]
	Returns the average timing of the forward passes made by the Layer. More...
double	BackwardTiming [get]
	Returns the timing of the last backward pass made by the Layer. More...
double	BackwardTimingAverage [get]
	Returns the average timing of the backward passes made by the Layer. More...
List< BlobDebugInformation< T > >	BlobInfoList [get]
	Returns the collection of BlobDebugInformation for the Layer. More...

Detailed Description

The LayerDebugInformation describes debug information relating to a given Layer in the Net.

Template Parameters

T	Specifies the base type float or double. Using float is recommended to conserve GPU memory.

Definition at line 176 of file DebugInformation.cs.

Constructor & Destructor Documentation

LayerDebugInformation()

MyCaffe.common.LayerDebugInformation< T >.LayerDebugInformation	(	Layer< T >	layer,
		BlobCollection< T >	colBottom,
		BlobCollection< T >	colTop,
		Blob< T >	work,
		bool	bDetectNans
	)

The LayerDebugInformation constructor.

Parameters

layer	Specifies the Layer.
colBottom	Specifies the Bottom blobs flowing into the Layer.
colTop	Specifies the Top blobs flowing out of the Layer.
work	Specifies the Workspace data.
bDetectNans	Specifies whether or not to detect Nan's in the data.

Definition at line 194 of file DebugInformation.cs.

Member Function Documentation

Compare()

bool MyCaffe.common.LayerDebugInformation< T >.Compare

(

LayerDebugInformation< T >

dbg

)

Compare this LayerDebugInformation to another.

Parameters

dbg	Specifies the other LayerDebugInformation to compare to.

Returns

If the two LayerDebugInformation's are the same, true is returned, otherwise false is returned.

Definition at line 301 of file DebugInformation.cs.

DetectFirstNaN()

string MyCaffe.common.LayerDebugInformation< T >.DetectFirstNaN

(

out string

strType

)

Searches for the first NaN within the Layer.

Parameters

strType

Returns the Layer type for which a NaN was detected (if any).

Returns

If found, the name of the Blob in which a NaN was detected is returned, otherwise null is returned.

Definition at line 326 of file DebugInformation.cs.

DetectLastNaN()

string MyCaffe.common.LayerDebugInformation< T >.DetectLastNaN

(

out string

strType

)

Searches for the last NaN within the Layer.

Parameters

strType

Returns the Layer type for which a NaN was detected (if any).

Returns

If found, the name of the Blob in which a NaN was detected is returned, otherwise null is returned.

Definition at line 347 of file DebugInformation.cs.

FindBlob()

BlobDebugInformation< T > MyCaffe.common.LayerDebugInformation< T >.FindBlob

(

string

strBlob

)

Searches for the named blob.

Parameters

strBlob

Specifies the name of the blob to look for.

Returns

If found, the blob debug information is returned, otherwise null is returned.

Definition at line 285 of file DebugInformation.cs.

ToString()

override string MyCaffe.common.LayerDebugInformation< T >.ToString

(

)

Returns the string representation of the LayerDebugInformation.

Returns

Definition at line 367 of file DebugInformation.cs.

Property Documentation

BackwardTiming

double MyCaffe.common.LayerDebugInformation< T >.BackwardTiming

get

Returns the timing of the last backward pass made by the Layer.

Definition at line 259 of file DebugInformation.cs.

BackwardTimingAverage

double MyCaffe.common.LayerDebugInformation< T >.BackwardTimingAverage

get

Returns the average timing of the backward passes made by the Layer.

Definition at line 267 of file DebugInformation.cs.

BlobInfoList

List<BlobDebugInformation<T> > MyCaffe.common.LayerDebugInformation< T >.BlobInfoList

get

Returns the collection of BlobDebugInformation for the Layer.

Definition at line 275 of file DebugInformation.cs.

ForwardTiming

double MyCaffe.common.LayerDebugInformation< T >.ForwardTiming

get

Returns the timing of the last forward pass made by the Layer.

Definition at line 243 of file DebugInformation.cs.

ForwardTimingAverage

double MyCaffe.common.LayerDebugInformation< T >.ForwardTimingAverage

get

Returns the average timing of the forward passes made by the Layer.

Definition at line 251 of file DebugInformation.cs.

Name

string MyCaffe.common.LayerDebugInformation< T >.Name

get

Returns the name of the Layer managed by the LayerDebugInformation.

Definition at line 227 of file DebugInformation.cs.

Type

string MyCaffe.common.LayerDebugInformation< T >.Type

get

Returns the type of the Layer managed by the LayerDebugInformation.

Definition at line 235 of file DebugInformation.cs.

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The documentation for this class was generated from the following file:

• C:/Data/Data/SS_Projects/Intelligence/GitHub/MyCaffe/MyCaffe/common/DebugInformation.cs