Specifies the parameters for the ArgMaxLayer More...

Inheritance diagram for MyCaffe.param.ArgMaxParameter:

Public Types
enum	COMPARE_OPERATOR { MAX , MIN }
	Defines the compare operator to use (max or min, default = max). More...

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

Public Member Functions
	ArgMaxParameter ()
	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 ArgMaxParameter	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
bool	enable_cuda_impl `[getset]`
	Specifies to use the low-level full cuda implementation of LayerNorm (default = false). More...

COMPARE_OPERATOR	operation `[getset]`
	Specifies the operation to use (default = MAX). More...

bool	out_max_val `[getset]`
	If true produce pairs (argmax, maxval) More...

uint	top_k `[getset]`
	When computing accuracy, count as correct by comparing the true label to the top_k scoring classes. By default, only compare the top scoring class (i.e. argmax). More...

int?	axis `[getset]`
	The axis along which to maximize – may be negative to index from the end (e.g., -1 for the last axis). By default ArgMaxLayer maximizes over the flattened trailing dimensions for each index of the first / num dimension. More...

Detailed Description

Specifies the parameters for the ArgMaxLayer

See also: Detecting Unexpected Obstacles for Self-Driving Cars: Fusing Deep Learning and Geometric Modeling by Sebastian Ramos, Stefan Gehrig, Peter Pinggera, Uwe Franke, and Carsten Rother, 2016.

Definition at line 18 of file ArgMaxParameter.cs.

Member Enumeration Documentation

◆ COMPARE_OPERATOR

enum MyCaffe.param.ArgMaxParameter.COMPARE_OPERATOR

Defines the compare operator to use (max or min, default = max).

Enumerator
MAX	Perform an arg max comparison (default).
MIN	Perform an arg min comparison.

Definition at line 29 of file ArgMaxParameter.cs.

Constructor & Destructor Documentation

◆ ArgMaxParameter()

MyCaffe.param.ArgMaxParameter.ArgMaxParameter ( )

Constructor for the parameter.

Definition at line 42 of file ArgMaxParameter.cs.

Member Function Documentation

◆ Clone()

override LayerParameterBase MyCaffe.param.ArgMaxParameter.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 127 of file ArgMaxParameter.cs.

◆ Copy()

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

virtual

Copy on parameter to another.

Parameters

src	Specifies the parameter to copy.

Implements MyCaffe.param.LayerParameterBase.

Definition at line 116 of file ArgMaxParameter.cs.

◆ FromProto()

static ArgMaxParameter MyCaffe.param.ArgMaxParameter.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 165 of file ArgMaxParameter.cs.

◆ Load()

override object MyCaffe.param.ArgMaxParameter.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 104 of file ArgMaxParameter.cs.

◆ ToProto()

override RawProto MyCaffe.param.ArgMaxParameter.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 139 of file ArgMaxParameter.cs.

Property Documentation

◆ axis

int? MyCaffe.param.ArgMaxParameter.axis

getset

The axis along which to maximize – may be negative to index from the end (e.g., -1 for the last axis). By default ArgMaxLayer maximizes over the flattened trailing dimensions for each index of the first / num dimension.

Definition at line 97 of file ArgMaxParameter.cs.

◆ enable_cuda_impl

bool MyCaffe.param.ArgMaxParameter.enable_cuda_impl

getset

Specifies to use the low-level full cuda implementation of LayerNorm (default = false).

The cuda implementation runs around 30% faster when using float base types.

Definition at line 52 of file ArgMaxParameter.cs.

◆ operation

COMPARE_OPERATOR MyCaffe.param.ArgMaxParameter.operation

getset

Specifies the operation to use (default = MAX).

Definition at line 62 of file ArgMaxParameter.cs.

◆ out_max_val

bool MyCaffe.param.ArgMaxParameter.out_max_val

getset

If true produce pairs (argmax, maxval)

Definition at line 72 of file ArgMaxParameter.cs.

◆ top_k

uint MyCaffe.param.ArgMaxParameter.top_k

getset

When computing accuracy, count as correct by comparing the true label to the top_k scoring classes. By default, only compare the top scoring class (i.e. argmax).

Definition at line 84 of file ArgMaxParameter.cs.

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

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

Public Types

Public Member Functions

Static Public Member Functions

Properties

Detailed Description

Member Enumeration Documentation

◆ COMPARE_OPERATOR

Constructor & Destructor Documentation

◆ ArgMaxParameter()

Member Function Documentation

◆ Clone()

◆ Copy()

◆ FromProto()

◆ Load()

◆ ToProto()

Property Documentation

◆ axis

◆ enable_cuda_impl

◆ operation

◆ out_max_val

◆ top_k