GradientDef

genel final sınıfı 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.
 
Protobuf türü tensorflow.GradientDef

İç İçe Sınıflar

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

Sabitler

int FUNCTION_NAME_FIELD_NUMBER
int GRADIENT_FUNC_FIELD_NUMBER

Genel Yöntemler

boolean
eşittir (Nesne nesnesi)
statik GradientDef
GradientDef
final statik com.google.protobuf.Descriptors.Descriptor
Sicim
getFunctionName ()
 The function name.
com.google.protobuf.ByteString
getFunctionNameBytes ()
 The function name.
Sicim
getGradientFunc ()
 The gradient function's name.
com.google.protobuf.ByteString
getGradientFuncBytes ()
 The gradient function's name.
int
final com.google.protobuf.UnknownFieldSet
int
son boole değeri
statik GradientDef.Builder
newBuilder ( GradientDef prototipi)
statik GradientDef.Builder
GradientDef.Builder
statik GradientDef
parseDelimitedFrom (InputStream girişi)
statik GradientDef
parseDelimitedFrom (InputStream girişi, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statik GradientDef
parseFrom (ByteBuffer verileri)
statik GradientDef
parseFrom (com.google.protobuf.CodedInputStream girişi, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statik GradientDef
parseFrom (ByteBuffer verileri, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statik GradientDef
ayrıştırmaFrom (com.google.protobuf.CodedInputStream girişi)
statik GradientDef
parseFrom (byte[] verileri, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statik GradientDef
ayrıştırmaFrom (com.google.protobuf.ByteString verileri)
statik GradientDef
parseFrom (InputStream girişi, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statik GradientDef
parseFrom (com.google.protobuf.ByteString verileri, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statik
GradientDef.Builder
geçersiz
writeTo (com.google.protobuf.CodedOutputStream çıkışı)

Kalıtsal Yöntemler

Sabitler

genel statik final int FUNCTION_NAME_FIELD_NUMBER

Sabit Değer: 1

genel statik final int GRADIENT_FUNC_FIELD_NUMBER

Sabit Değer: 2

Genel Yöntemler

genel boole eşittir (Object obj)

public static GradientDef getDefaultInstance ()

public GradientDef getDefaultInstanceForType ()

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()

public String getFunctionName ()

 The function name.
 
string function_name = 1;

public com.google.protobuf.ByteString getFunctionNameBytes ()

 The function name.
 
string function_name = 1;

genel Dize 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;

halk getParserForType ()

public int getSerializedSize ()

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

genel int hashCode ()

genel final boolean isInitialized ()

public static GradientDef.Builder newBuilder ( GradientDef prototipi)

public static GradientDef.Builder newBuilder ()

public GradientDef.Builder newBuilderForType ()

public static GradientDef parseDelimitedFrom (InputStream girişi)

Atar
IOİstisnası

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

Atar
IOİstisnası

genel statik GradientDef parseFrom (ByteBuffer verileri)

Atar
Geçersiz ProtokolBufferException

public static GradientDef ayrıştırmaFrom (com.google.protobuf.CodedInputStream girişi, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Atar
IOİstisnası

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

Atar
Geçersiz ProtokolBufferException

genel statik GradientDef ayrıştırmaFrom (com.google.protobuf.CodedInputStream girişi)

Atar
IOİstisnası

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

Atar
Geçersiz ProtokolBufferException

genel statik GradientDef ayrıştırmaFrom (com.google.protobuf.ByteString verileri)

Atar
Geçersiz ProtokolBufferException

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

Atar
IOİstisnası

genel statik GradientDef ayrıştırmaFrom (com.google.protobuf.ByteString verileri, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Atar
Geçersiz ProtokolBufferException

genel statik ayrıştırıcı ()

public GradientDef.Builder toBuilder ()

genel geçersiz writeTo (com.google.protobuf.CodedOutputStream çıkışı)

Atar
IOİstisnası