Package org.tensorflow.framework

Class FunctionDef

  • All Implemented Interfaces:
    Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, FunctionDefOrBuilder
    public final class FunctionDef
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements FunctionDefOrBuilder
     A function can be instantiated when the runtime can bind every attr
 with a value. When a GraphDef has a call to a function, it must
 have binding for every attr defined in the signature.
 TODO(zhifengc):
   * device spec, etc.
    Protobuf type tensorflow.FunctionDef
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  FunctionDef.Builder
      A function can be instantiated when the runtime can bind every attr with a value.

      • Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

        org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage,​BuilderType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,​BuilderType>>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable, org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter

      • Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

        org.nd4j.shade.protobuf.AbstractMessageLite.InternalOneOfEnum

    • Field Summary

      Fields 
      Modifier and Type Field Description
      static int ATTR_FIELD_NUMBER  
      static int NODE_DEF_FIELD_NUMBER  
      static int RET_FIELD_NUMBER  
      static int SIGNATURE_FIELD_NUMBER  

      • Fields inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

        alwaysUseFieldBuilders, unknownFields

      • Fields inherited from class org.nd4j.shade.protobuf.AbstractMessage

        memoizedSize

      • Fields inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

        memoizedHashCode

    • Method Detail

      • newInstance

        protected Object newInstance​(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getUnknownFields

        public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
        Specified by:
        getUnknownFields in interface org.nd4j.shade.protobuf.MessageOrBuilder
        Overrides:
        getUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDescriptor

        public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()

      • internalGetMapField

        protected org.nd4j.shade.protobuf.MapField internalGetMapField​(int number)
        Overrides:
        internalGetMapField in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • internalGetFieldAccessorTable

        protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • hasSignature

        public boolean hasSignature()
         The definition of the function's name, arguments, return values,
 attrs etc.
        .tensorflow.OpDef signature = 1;
        Specified by:
        hasSignature in interface FunctionDefOrBuilder
        Returns:
        Whether the signature field is set.

      • getSignature

        public OpDef getSignature()
         The definition of the function's name, arguments, return values,
 attrs etc.
        .tensorflow.OpDef signature = 1;
        Specified by:
        getSignature in interface FunctionDefOrBuilder
        Returns:
        The signature.

      • containsAttr

        public boolean containsAttr​(String key)
         Attributes specific to this function definition.
        map<string, .tensorflow.AttrValue> attr = 5;
        Specified by:
        containsAttr in interface FunctionDefOrBuilder

      • getNodeDefList

        public List<NodeDef> getNodeDefList()
         By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
        repeated .tensorflow.NodeDef node_def = 3;
        Specified by:
        getNodeDefList in interface FunctionDefOrBuilder

      • getNodeDefOrBuilderList

        public List<? extends NodeDefOrBuilder> getNodeDefOrBuilderList()
         By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
        repeated .tensorflow.NodeDef node_def = 3;
        Specified by:
        getNodeDefOrBuilderList in interface FunctionDefOrBuilder

      • getNodeDefCount

        public int getNodeDefCount()
         By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
        repeated .tensorflow.NodeDef node_def = 3;
        Specified by:
        getNodeDefCount in interface FunctionDefOrBuilder

      • getNodeDef

        public NodeDef getNodeDef​(int index)
         By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
        repeated .tensorflow.NodeDef node_def = 3;
        Specified by:
        getNodeDef in interface FunctionDefOrBuilder

      • getNodeDefOrBuilder

        public NodeDefOrBuilder getNodeDefOrBuilder​(int index)
         By convention, "op" in node_def is resolved by consulting with a
 user-defined library first. If not resolved, "func" is assumed to
 be a builtin op.
        repeated .tensorflow.NodeDef node_def = 3;
        Specified by:
        getNodeDefOrBuilder in interface FunctionDefOrBuilder

      • getRetCount

        public int getRetCount()
        Description copied from interface: FunctionDefOrBuilder
         A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
        map<string, string> ret = 4;
        Specified by:
        getRetCount in interface FunctionDefOrBuilder

      • containsRet

        public boolean containsRet​(String key)
         A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
        map<string, string> ret = 4;
        Specified by:
        containsRet in interface FunctionDefOrBuilder

      • getRetMap

        public Map<String,​String> getRetMap()
         A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
        map<string, string> ret = 4;
        Specified by:
        getRetMap in interface FunctionDefOrBuilder

      • getRetOrDefault

        public String getRetOrDefault​(String key,
                              String defaultValue)
         A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
        map<string, string> ret = 4;
        Specified by:
        getRetOrDefault in interface FunctionDefOrBuilder

      • getRetOrThrow

        public String getRetOrThrow​(String key)
         A mapping from the output arg names from `signature` to the
 outputs from `node_def` that should be returned by the function.
        map<string, string> ret = 4;
        Specified by:
        getRetOrThrow in interface FunctionDefOrBuilder

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • writeTo

        public void writeTo​(org.nd4j.shade.protobuf.CodedOutputStream output)
             throws IOException
        Specified by:
        writeTo in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        writeTo in class org.nd4j.shade.protobuf.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getSerializedSize in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • equals

        public boolean equals​(Object obj)
        Specified by:
        equals in interface org.nd4j.shade.protobuf.Message
        Overrides:
        equals in class org.nd4j.shade.protobuf.AbstractMessage

      • hashCode

        public int hashCode()
        Specified by:
        hashCode in interface org.nd4j.shade.protobuf.Message
        Overrides:
        hashCode in class org.nd4j.shade.protobuf.AbstractMessage

      • parseFrom

        public static FunctionDef parseFrom​(ByteBuffer data)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FunctionDef parseFrom​(ByteBuffer data,
                                    org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FunctionDef parseFrom​(org.nd4j.shade.protobuf.ByteString data)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FunctionDef parseFrom​(org.nd4j.shade.protobuf.ByteString data,
                                    org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FunctionDef parseFrom​(byte[] data)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FunctionDef parseFrom​(byte[] data,
                                    org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FunctionDef parseFrom​(org.nd4j.shade.protobuf.CodedInputStream input,
                                    org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws IOException
        Throws:
        IOException

      • newBuilderForType

        public FunctionDef.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.MessageLite

      • toBuilder

        public FunctionDef.Builder toBuilder()
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.Message
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.MessageLite

      • newBuilderForType

        protected FunctionDef.Builder newBuilderForType​(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDefaultInstance

        public static FunctionDef getDefaultInstance()

      • parser

        public static org.nd4j.shade.protobuf.Parser<FunctionDef> parser()

      • getParserForType

        public org.nd4j.shade.protobuf.Parser<FunctionDef> getParserForType()
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getParserForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDefaultInstanceForType

        public FunctionDef getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder