Specifies the parameters used by ReductionLayer. More...

Inheritance diagram for MyCaffe.param.ReductionParameter:

Public Types
enum	ReductionOp { SUM = 1 , ASUM = 2 , SUMSQ = 3 , MEAN = 4 , MIN = 5 , MAX = 6 }
	Defines the reduction operation. More...

Public Types inherited from MyCaffe.param.LayerParameterBase
enum	LABEL_TYPE { NONE , SINGLE , MULTIPLE , ONLY_ONE }
	Defines the label type. More...

Public Member Functions
	ReductionParameter ()
	Constructor for the parameter. More...

override object	Load (System.IO.BinaryReader br, bool bNewInstance=true)
	Load the parameter from a binary reader. More...

override void	Copy (LayerParameterBase src)
	Copy on parameter to another. More...

override LayerParameterBase	Clone ()
	Creates a new copy of this instance of the parameter. More...

override RawProto	ToProto (string strName)
	Convert the parameter into a RawProto. More...

Public Member Functions inherited from MyCaffe.param.LayerParameterBase
	LayerParameterBase ()
	Constructor for the parameter. More...

virtual string	PrepareRunModelInputs ()
	This method gives derivative classes a chance specify model inputs required by the run model. More...

virtual void	PrepareRunModel (LayerParameter p)
	This method gives derivative classes a chance to prepare the layer for a run-model. More...

void	Save (BinaryWriter bw)
	Save this parameter to a binary writer. More...

abstract object	Load (BinaryReader br, bool bNewInstance=true)
	Load the parameter from a binary reader. More...

Public Member Functions inherited from MyCaffe.basecode.BaseParameter
	BaseParameter ()
	Constructor for the parameter. More...

virtual bool	Compare (BaseParameter p)
	Compare this parameter to another parameter. More...

Static Public Member Functions
static ReductionParameter	FromProto (RawProto rp)
	Parses the parameter from a RawProto. More...

Static Public Member Functions inherited from MyCaffe.basecode.BaseParameter
static double	ParseDouble (string strVal)
	Parse double values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

static bool	TryParse (string strVal, out double df)
	Parse double values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

static float	ParseFloat (string strVal)
	Parse float values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

static bool	TryParse (string strVal, out float f)
	Parse doufloatble values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

Properties
ReductionOp	operation `[getset]`
	Specifies the reduction operation. More...

int	axis `[getset]`
	The first axis to reduce to scalar – may be negative index from the end (e.g., -1 for the last axis). (Currently, only reduction along ALL 'tail' axes is supported; reduction on axis M through N, where N less than num_axis - 1, is unsupported.) Suppose we have an n-axis bottom Blob with shape: (d0, d1, d2, ..., d(m-1), dm, d(m+1), ..., d(n-1)). More...

double	coeff `[getset]`
	Specifies the coefficient used to scale the output. More...

Detailed Description

Specifies the parameters used by ReductionLayer.

Definition at line 15 of file ReductionParameter.cs.

Member Enumeration Documentation

◆ ReductionOp

enum MyCaffe.param.ReductionParameter.ReductionOp

Defines the reduction operation.

Enumerator
SUM	Sum the values.
ASUM	Sum the absolute values.
SUMSQ	Sum the squared values.
MEAN	Calculate the mean value.
MIN	Calculate the min value.
MAX	Calculate the max value.

Definition at line 20 of file ReductionParameter.cs.

Constructor & Destructor Documentation

◆ ReductionParameter()

MyCaffe.param.ReductionParameter.ReductionParameter ( )

Constructor for the parameter.

Definition at line 53 of file ReductionParameter.cs.

Member Function Documentation

◆ Clone()

override LayerParameterBase MyCaffe.param.ReductionParameter.Clone ( )

virtual

Creates a new copy of this instance of the parameter.

Returns: A new instance of this parameter is returned.

Implements MyCaffe.param.LayerParameterBase.

Definition at line 124 of file ReductionParameter.cs.

◆ Copy()

override void MyCaffe.param.ReductionParameter.Copy ( LayerParameterBase src )

virtual

Copy on parameter to another.

Parameters

src	Specifies the parameter to copy.

Implements MyCaffe.param.LayerParameterBase.

Definition at line 115 of file ReductionParameter.cs.

◆ FromProto()

static ReductionParameter MyCaffe.param.ReductionParameter.FromProto ( RawProto rp )

static

Parses the parameter from a RawProto.

Parameters

rp	Specifies the RawProto to parse.

Returns: A new instance of the parameter is returned.

Definition at line 156 of file ReductionParameter.cs.

◆ Load()

override object MyCaffe.param.ReductionParameter.Load	(	System.IO.BinaryReader	br,
		bool	bNewInstance = `true`
	)

Load the parameter from a binary reader.

Parameters

br	Specifies the binary reader.
bNewInstance	When true a new instance is created (the default), otherwise the existing instance is loaded from the binary reader.

Returns: Returns an instance of the parameter.

Definition at line 103 of file ReductionParameter.cs.

◆ ToProto()

override RawProto MyCaffe.param.ReductionParameter.ToProto ( string strName )

virtual

Convert the parameter into a RawProto.

Parameters

strName Specifies the name to associate with the RawProto.

Returns: The new RawProto is returned.

Implements MyCaffe.basecode.BaseParameter.

Definition at line 136 of file ReductionParameter.cs.

Property Documentation

◆ axis

int MyCaffe.param.ReductionParameter.axis

getset

The first axis to reduce to scalar – may be negative index from the end (e.g., -1 for the last axis). (Currently, only reduction along ALL 'tail' axes is supported; reduction on axis M through N, where N less than num_axis - 1, is unsupported.) Suppose we have an n-axis bottom Blob with shape: (d0, d1, d2, ..., d(m-1), dm, d(m+1), ..., d(n-1)).

if (axis == m, the output Blob will have shape (d0, d1, d2, ..., d(m-1)),

and the ReductionOp operation is performed (d0 * d1 * d2 * ... * d(m-1)) times, each including (dm * d(m+1) * ... * d(n-1)) individual data.

if axis == 0 (the default), the output Blob always has the empty shape (count 1), performing reduction across the entire input – often useful for creating new loss functions.

Definition at line 86 of file ReductionParameter.cs.

◆ coeff

double MyCaffe.param.ReductionParameter.coeff

getset

Specifies the coefficient used to scale the output.

Definition at line 96 of file ReductionParameter.cs.

◆ operation

ReductionOp MyCaffe.param.ReductionParameter.operation

getset

Specifies the reduction operation.

Definition at line 61 of file ReductionParameter.cs.

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

C:/Data/Data/SS_Projects/Intelligence/GitHub/MyCaffe/MyCaffe/param/ReductionParameter.cs

Public Types

Public Member Functions

Static Public Member Functions

Properties

Detailed Description

Member Enumeration Documentation

◆ ReductionOp

Constructor & Destructor Documentation

◆ ReductionParameter()

Member Function Documentation

◆ Clone()

◆ Copy()

◆ FromProto()

◆ Load()

◆ ToProto()

Property Documentation

◆ axis

◆ coeff

◆ operation