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GradientDef

clase final pública GradientDef

 GradientDef defines the gradient function of a function defined in
 a function library.
 A gradient function g (specified by gradient_func) for a function f
 (specified by function_name) must follow the following:
 The function 'f' must be a numerical function which takes N inputs
 and produces M outputs. Its gradient function 'g', which is a
 function taking N + M inputs and produces N outputs.
 I.e. if we have
    (y1, y2, ..., y_M) = f(x1, x2, ..., x_N),
 then, g is
    (dL/dx1, dL/dx2, ..., dL/dx_N) = g(x1, x2, ..., x_N,
                                      dL/dy1, dL/dy2, ..., dL/dy_M),
 where L is a scalar-value function of (x1, x2, ..., xN) (e.g., the
 loss function). dL/dx_i is the partial derivative of L with respect
 to x_i.

Tensorflow de tipo tensorflow.GradientDef

Clases anidadas

clase

GradientDef.Builder

 GradientDef defines the gradient function of a function defined in
 a function library.

Constantes

En t	FUNCTION_NAME_FIELD_NUMBER
En t	GRADIENT_FUNC_FIELD_NUMBER

Métodos públicos

booleano	es igual a (Objeto obj)
GradientDef estático	getDefaultInstance ()
GradientDef	getDefaultInstanceForType ()
com.google.protobuf.Descriptors.Descriptor estático final	getDescriptor ()
Cuerda	getFunctionName () The function name.
com.google.protobuf.ByteString	getFunctionNameBytes () The function name.
Cuerda	getGradientFunc () The gradient function's name.
com.google.protobuf.ByteString	getGradientFuncBytes () The gradient function's name.
	getParserForType ()
En t	getSerializedSize ()
final com.google.protobuf.UnknownFieldSet	getUnknownFields ()
En t	hashCode ()
booleano final	isInitialized ()
estático GradientDef.Builder	newBuilder (prototipo GradientDef )
estático GradientDef.Builder	newBuilder ()
GradientDef.Builder	newBuilderForType ()
GradientDef estático	parseDelimitedFrom (entrada InputStream)
GradientDef estático	parseDelimitedFrom (entrada InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
GradientDef estático	parseFrom (datos ByteBuffer)
GradientDef estático	parseFrom (entrada com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
GradientDef estático	parseFrom (datos ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
GradientDef estático	parseFrom (entrada com.google.protobuf.CodedInputStream)
GradientDef estático	parseFrom (byte [] datos, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
GradientDef estático	parseFrom (datos com.google.protobuf.ByteString)
GradientDef estático	parseFrom (entrada InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
GradientDef estático	parseFrom (datos com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
estático	analizador ()
GradientDef.Builder	toBuilder ()
vacío	writeTo (salida de com.google.protobuf.CodedOutputStream)

Métodos heredados

De la clase java.lang.Object

booleano	es igual a (Objeto arg0)
Clase final <?>	getClass ()
En t	hashCode ()
vacío final	notificar ()
vacío final	notificar a todos ()
Cuerda	toString ()
vacío final	esperar (largo arg0, int arg1)
vacío final	espera (largo arg0)
vacío final	esperar ()

Desde la interfaz org.tensorflow.proto.framework.GradientDefOrBuilder

cadena abstracta	getFunctionName () The function name.
resumen com.google.protobuf.ByteString	getFunctionNameBytes () The function name.
cadena abstracta	getGradientFunc () The gradient function's name.
resumen com.google.protobuf.ByteString	getGradientFuncBytes () The gradient function's name.

Constantes

public static final int FUNCTION_NAME_FIELD_NUMBER

Valor constante: 1

público estático final int GRADIENT_FUNC_FIELD_NUMBER

Valor constante: 2

Métodos públicos

public boolean es igual a (Object obj)

public static GradientDef getDefaultInstance ()

public GradientDef getDefaultInstanceForType ()

público estático final com.google.protobuf.Descriptors.Descriptor getDescriptor ()

public String getFunctionName ()

 The function name.

string function_name = 1; nombre_función string function_name = 1;

public com.google.protobuf.ByteString getFunctionNameBytes ()

 The function name.

string function_name = 1; nombre_función string function_name = 1;

public String getGradientFunc ()

 The gradient function's name.

string gradient_func = 2;

public com.google.protobuf.ByteString getGradientFuncBytes ()

 The gradient function's name.

string gradient_func = 2;

público getParserForType ()

public int getSerializedSize ()

public final com.google.protobuf.UnknownFieldSet getUnknownFields ()

public int hashCode ()

public final boolean isInitialized ()

public static GradientDef.Builder newBuilder (prototipo GradientDef )

public static GradientDef.Builder newBuilder ()

public GradientDef.Builder newBuilderForType ()

public static GradientDef parseDelimitedFrom (entrada InputStream)

Lanza

IOException

public static GradientDef parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lanza

IOException

public static GradientDef parseFrom (datos ByteBuffer)

Lanza

InvalidProtocolBufferException

public static GradientDef parseFrom (entrada com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lanza

IOException

public static GradientDef parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lanza

InvalidProtocolBufferException

public static GradientDef parseFrom (entrada com.google.protobuf.CodedInputStream)

Lanza

IOException

public static GradientDef parseFrom (byte [] datos, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lanza

InvalidProtocolBufferException

public static GradientDef parseFrom (datos de com.google.protobuf.ByteString)

Lanza

InvalidProtocolBufferException

public static GradientDef parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lanza

IOException

public static GradientDef parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lanza

InvalidProtocolBufferException

público estático analizador ()

public GradientDef.Builder toBuilder ()

public void writeTo (salida de com.google.protobuf.CodedOutputStream)

Lanza

IOException