clase final estática pública GradientDef.Builder
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
Métodos públicos
GradientDef.Builder | addRepeatedField (campo com.google.protobuf.Descriptors.FieldDescriptor, valor del objeto) |
GradientDef | construir () |
GradientDef | buildPartial () |
GradientDef.Builder | claro () |
GradientDef.Builder | clearField (campo com.google.protobuf.Descriptors.FieldDescriptor) |
GradientDef.Builder | clearFunctionName () The function name. |
GradientDef.Builder | clearGradientFunc () The gradient function's name. |
GradientDef.Builder | clearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof) |
GradientDef.Builder | clonar () |
GradientDef | |
com.google.protobuf.Descriptors.Descriptor estático final | |
com.google.protobuf.Descriptors.Descriptor | |
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. |
booleano final | |
GradientDef.Builder | mergeFrom (entrada com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
GradientDef.Builder | mergeFrom (com.google.protobuf.Message otro) |
GradientDef.Builder final | mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields) |
GradientDef.Builder | setField (campo com.google.protobuf.Descriptors.FieldDescriptor, valor del objeto) |
GradientDef.Builder | setFunctionName (valor de cadena) The function name. |
GradientDef.Builder | setFunctionNameBytes (valor de com.google.protobuf.ByteString) The function name. |
GradientDef.Builder | setGradientFunc (valor de cadena) The gradient function's name. |
GradientDef.Builder | setGradientFuncBytes (valor de com.google.protobuf.ByteString) The gradient function's name. |
GradientDef.Builder | setRepeatedField (campo com.google.protobuf.Descriptors.FieldDescriptor, índice int, valor del objeto) |
GradientDef.Builder final | setUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields) |
Métodos heredados
Métodos públicos
public GradientDef.Builder addRepeatedField (campo com.google.protobuf.Descriptors.FieldDescriptor, valor del objeto)
public GradientDef.Builder clearFunctionName ()
The function name.
string function_name = 1;
nombre_función string function_name = 1;
public GradientDef.Builder clearGradientFunc ()
The gradient function's name.
string gradient_func = 2;
público estático final com.google.protobuf.Descriptors.Descriptor getDescriptor ()
public com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()
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;
public final boolean isInitialized ()
public GradientDef.Builder mergeFrom (entrada com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Lanza
IOException |
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public final GradientDef.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)
public GradientDef.Builder setField (campo com.google.protobuf.Descriptors.FieldDescriptor, valor de objeto)
public GradientDef.Builder setFunctionName (valor de cadena)
The function name.
string function_name = 1;
nombre_función string function_name = 1;
public GradientDef.Builder setFunctionNameBytes (valor de com.google.protobuf.ByteString)
The function name.
string function_name = 1;
nombre_función string function_name = 1;
public GradientDef.Builder setGradientFunc (valor de cadena)
The gradient function's name.
string gradient_func = 2;
public GradientDef.Builder setGradientFuncBytes (valor de com.google.protobuf.ByteString)
The gradient function's name.
string gradient_func = 2;