Package org.tensorflow.framework

Class GradientDef.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<GradientDef.Builder>
com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>
org.tensorflow.framework.GradientDef.Builder
All Implemented Interfaces:
com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable, GradientDefOrBuilder
Enclosing class:
GradientDef
public static final class GradientDef.Builder extends com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder> implements GradientDefOrBuilder
 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 type tensorflow.GradientDef

  • Method Details

    • getDescriptor

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

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • clear

      public GradientDef.Builder clear()
      Specified by:
      clear in interface com.google.protobuf.Message.Builder
      Specified by:
      clear in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clear in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • getDescriptorForType

      public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.Message.Builder
      Specified by:
      getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • getDefaultInstanceForType

      public GradientDef getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

    • build

      public GradientDef build()
      Specified by:
      build in interface com.google.protobuf.Message.Builder
      Specified by:
      build in interface com.google.protobuf.MessageLite.Builder

    • buildPartial

      public GradientDef buildPartial()
      Specified by:
      buildPartial in interface com.google.protobuf.Message.Builder
      Specified by:
      buildPartial in interface com.google.protobuf.MessageLite.Builder

    • clone

      public GradientDef.Builder clone()
      Specified by:
      clone in interface com.google.protobuf.Message.Builder
      Specified by:
      clone in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clone in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • setField

      public GradientDef.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
      Specified by:
      setField in interface com.google.protobuf.Message.Builder
      Overrides:
      setField in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • clearField

      public GradientDef.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
      Specified by:
      clearField in interface com.google.protobuf.Message.Builder
      Overrides:
      clearField in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • clearOneof

      public GradientDef.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
      Specified by:
      clearOneof in interface com.google.protobuf.Message.Builder
      Overrides:
      clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • setRepeatedField

      public GradientDef.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
      Specified by:
      setRepeatedField in interface com.google.protobuf.Message.Builder
      Overrides:
      setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • addRepeatedField

      public GradientDef.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
      Specified by:
      addRepeatedField in interface com.google.protobuf.Message.Builder
      Overrides:
      addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • mergeFrom

      public GradientDef.Builder mergeFrom(com.google.protobuf.Message other)
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<GradientDef.Builder>

    • mergeFrom

      public GradientDef.Builder mergeFrom(GradientDef other)

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • mergeFrom

      public GradientDef.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Specified by:
      mergeFrom in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<GradientDef.Builder>
      Throws:
      IOException

    • getFunctionName

      public String getFunctionName()
       The function name.
      string function_name = 1;
      Specified by:
      getFunctionName in interface GradientDefOrBuilder
      Returns:
      The functionName.

    • getFunctionNameBytes

      public com.google.protobuf.ByteString getFunctionNameBytes()
       The function name.
      string function_name = 1;
      Specified by:
      getFunctionNameBytes in interface GradientDefOrBuilder
      Returns:
      The bytes for functionName.

    • setFunctionName

      public GradientDef.Builder setFunctionName(String value)
       The function name.
      string function_name = 1;
      Parameters:
      value - The functionName to set.
      Returns:
      This builder for chaining.

    • clearFunctionName

      public GradientDef.Builder clearFunctionName()
       The function name.
      string function_name = 1;
      Returns:
      This builder for chaining.

    • setFunctionNameBytes

      public GradientDef.Builder setFunctionNameBytes(com.google.protobuf.ByteString value)
       The function name.
      string function_name = 1;
      Parameters:
      value - The bytes for functionName to set.
      Returns:
      This builder for chaining.

    • getGradientFunc

      public String getGradientFunc()
       The gradient function's name.
      string gradient_func = 2;
      Specified by:
      getGradientFunc in interface GradientDefOrBuilder
      Returns:
      The gradientFunc.

    • getGradientFuncBytes

      public com.google.protobuf.ByteString getGradientFuncBytes()
       The gradient function's name.
      string gradient_func = 2;
      Specified by:
      getGradientFuncBytes in interface GradientDefOrBuilder
      Returns:
      The bytes for gradientFunc.

    • setGradientFunc

      public GradientDef.Builder setGradientFunc(String value)
       The gradient function's name.
      string gradient_func = 2;
      Parameters:
      value - The gradientFunc to set.
      Returns:
      This builder for chaining.

    • clearGradientFunc

      public GradientDef.Builder clearGradientFunc()
       The gradient function's name.
      string gradient_func = 2;
      Returns:
      This builder for chaining.

    • setGradientFuncBytes

      public GradientDef.Builder setGradientFuncBytes(com.google.protobuf.ByteString value)
       The gradient function's name.
      string gradient_func = 2;
      Parameters:
      value - The bytes for gradientFunc to set.
      Returns:
      This builder for chaining.

    • setUnknownFields

      public final GradientDef.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
      Specified by:
      setUnknownFields in interface com.google.protobuf.Message.Builder
      Overrides:
      setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>

    • mergeUnknownFields

      public final GradientDef.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
      Specified by:
      mergeUnknownFields in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<GradientDef.Builder>