MyCaffe.common.DebugInformation< T > Class Template Reference

The DebugInformation contains information used to help debug the Layers of a Net while it is training. More...

Inheritance diagram for MyCaffe.common.DebugInformation< T >:

Public Member Functions
	DebugInformation (string strName, Blob< T > work, bool bDetectNans)
	The DebugInformation constructor. More...
void	Dispose ()
	Releases the memory (GPU and Host) used by the DebugInformation including the Workspace. More...
LayerDebugInformation< T >	FindLayer (string strLayer)
	Searches for the named layer. More...
void	Add (Layer< T > layer, BlobCollection< T > colBottomBlobs, BlobCollection< T > colTopBlobs)
	Adds a Layer and its Bottom and Top blob collections. More...
bool	Compare (DebugInformation< T > dbg)
	Compares this DebugInformation to another. More...
string	DetectFirstNaN (out string strType)
	Searches for the first NaN within any of the Layers. More...
string	DetectLastNaN (out string strType)
	Searches for the last NaN within any of the Layers. More...
override string	ToString ()
	Returns a string representation of the DebugInformation. More...

Properties
string	Name [get]
	Returns the name of the DebugInformation. More...
double	ExtraInfo [getset]
	Get/set extra information about the DebugInformation. More...
List< LayerDebugInformation< T > >	LayerInfoList [get]
	Returns an array of LayerDebugInformation corresponding to each Layer added. More...

Detailed Description

The DebugInformation contains information used to help debug the Layers of a Net while it is training.

Template Parameters

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

Definition at line 15 of file DebugInformation.cs.

Constructor & Destructor Documentation

DebugInformation()

MyCaffe.common.DebugInformation< T >.DebugInformation	(	string	strName,
		Blob< T >	work,
		bool	bDetectNans
	)

The DebugInformation constructor.

Parameters

strName	Specifies a name for the DebugInformation.
work	Specifies a workspace Blob.
bDetectNans	Specifies whether or not to detect Nan's in the data.

Definition at line 29 of file DebugInformation.cs.

Member Function Documentation

Add()

void MyCaffe.common.DebugInformation< T >.Add	(	Layer< T >	layer,
		BlobCollection< T >	colBottomBlobs,
		BlobCollection< T >	colTopBlobs
	)

Adds a Layer and its Bottom and Top blob collections.

Parameters

layer	Specifies the Layer.
colBottomBlobs	Specifies the Bottom Blobs flowing into the Layer.
colTopBlobs	Specifies the Top Blobs flowing out of the Layer.

Definition at line 70 of file DebugInformation.cs.

Compare()

bool MyCaffe.common.DebugInformation< T >.Compare

(

DebugInformation< T >

dbg

)

Compares this DebugInformation to another.

Parameters

dbg	Specifies the other DebugInformation to compare to.

Returns

If the two DebugInformations are the same, true is returned, otherwise false is returned.

Definition at line 105 of file DebugInformation.cs.

DetectFirstNaN()

string MyCaffe.common.DebugInformation< T >.DetectFirstNaN

(

out string

strType

)

Searches for the first NaN within any of the Layers.

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 127 of file DebugInformation.cs.

DetectLastNaN()

string MyCaffe.common.DebugInformation< T >.DetectLastNaN

(

out string

strType

)

Searches for the last NaN within any of the Layers.

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 147 of file DebugInformation.cs.

Dispose()

void MyCaffe.common.DebugInformation< T >.Dispose

(

)

Releases the memory (GPU and Host) used by the DebugInformation including the Workspace.

Definition at line 39 of file DebugInformation.cs.

FindLayer()

LayerDebugInformation< T > MyCaffe.common.DebugInformation< T >.FindLayer

(

string

strLayer

)

Searches for the named layer.

Parameters

strLayer

Specifies the name of the layer to look for.

Returns

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

Definition at line 53 of file DebugInformation.cs.

ToString()

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

(

)

Returns a string representation of the DebugInformation.

Returns

The string representation is returned.

Definition at line 166 of file DebugInformation.cs.

Property Documentation

ExtraInfo

double MyCaffe.common.DebugInformation< T >.ExtraInfo

getset

Get/set extra information about the DebugInformation.

Definition at line 86 of file DebugInformation.cs.

LayerInfoList

List<LayerDebugInformation<T> > MyCaffe.common.DebugInformation< T >.LayerInfoList

get

Returns an array of LayerDebugInformation corresponding to each Layer added.

Definition at line 95 of file DebugInformation.cs.

Name

string MyCaffe.common.DebugInformation< T >.Name

get

Returns the name of the DebugInformation.

Definition at line 78 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