Package org.tensorflow.framework

Class GradientDef.Builder

  • All Implemented Interfaces:
    com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, java.lang.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 Detail

      • 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,
                                    java.lang.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,
                                            java.lang.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,
                                            java.lang.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>

      • 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 java.io.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:
        java.io.IOException

      • getFunctionName

        public java.lang.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​(java.lang.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 java.lang.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​(java.lang.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>