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.
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 | hashKodu () |
| son boole değeri | Başlatıldı () |
| statik GradientDef.Builder | newBuilder ( GradientDef prototipi) |
| statik GradientDef.Builder | yeniİnşaatçı () |
| 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 | ayrıştırıcı () |
| GradientDef.Builder | inşaatçıya () |
| 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 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 parseDelimitedFrom (InputStream girişi, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Atar
| IOİstisnası |
|---|
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 ()
genel geçersiz writeTo (com.google.protobuf.CodedOutputStream çıkışı)
Atar
| IOİstisnası |
|---|