Package org.tensorflow.framework

Class NodeDef

  • All Implemented Interfaces:
    Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, NodeDefOrBuilder
    public final class NodeDef
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements NodeDefOrBuilder
    Protobuf type tensorflow.NodeDef
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  NodeDef.Builder
      Protobuf type tensorflow.NodeDef

      • 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 DEVICE_FIELD_NUMBER  
      static int INPUT_FIELD_NUMBER  
      static int NAME_FIELD_NUMBER  
      static int OP_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 Summary

      All Methods Static Methods Instance Methods Concrete Methods Deprecated Methods 
      Modifier and Type Method Description
      boolean containsAttr​(String key)
      Operation-specific graph-construction-time configuration.
      boolean equals​(Object obj)  
      Map<String,​AttrValue> getAttr()
      Deprecated.
      int getAttrCount()
      Operation-specific graph-construction-time configuration.
      Map<String,​AttrValue> getAttrMap()
      Operation-specific graph-construction-time configuration.
      AttrValue getAttrOrDefault​(String key, AttrValue defaultValue)
      Operation-specific graph-construction-time configuration.
      AttrValue getAttrOrThrow​(String key)
      Operation-specific graph-construction-time configuration.
      static NodeDef getDefaultInstance()  
      NodeDef getDefaultInstanceForType()  
      static org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()  
      String getDevice()
      A (possibly partial) specification for the device on which this node should be placed.
      org.nd4j.shade.protobuf.ByteString getDeviceBytes()
      A (possibly partial) specification for the device on which this node should be placed.
      String getInput​(int index)
      Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".
      org.nd4j.shade.protobuf.ByteString getInputBytes​(int index)
      Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".
      int getInputCount()
      Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".
      org.nd4j.shade.protobuf.ProtocolStringList getInputList()
      Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".
      String getName()
      The name given to this operator.
      org.nd4j.shade.protobuf.ByteString getNameBytes()
      The name given to this operator.
      String getOp()
      The operation name.
      org.nd4j.shade.protobuf.ByteString getOpBytes()
      The operation name.
      org.nd4j.shade.protobuf.Parser<NodeDef> getParserForType()  
      int getSerializedSize()  
      org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()  
      int hashCode()  
      protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()  
      protected org.nd4j.shade.protobuf.MapField internalGetMapField​(int number)  
      boolean isInitialized()  
      static NodeDef.Builder newBuilder()  
      static NodeDef.Builder newBuilder​(NodeDef prototype)  
      NodeDef.Builder newBuilderForType()  
      protected NodeDef.Builder newBuilderForType​(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)  
      protected Object newInstance​(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)  
      static NodeDef parseDelimitedFrom​(InputStream input)  
      static NodeDef parseDelimitedFrom​(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)  
      static NodeDef parseFrom​(byte[] data)  
      static NodeDef parseFrom​(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)  
      static NodeDef parseFrom​(InputStream input)  
      static NodeDef parseFrom​(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)  
      static NodeDef parseFrom​(ByteBuffer data)  
      static NodeDef parseFrom​(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)  
      static NodeDef parseFrom​(org.nd4j.shade.protobuf.ByteString data)  
      static NodeDef parseFrom​(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)  
      static NodeDef parseFrom​(org.nd4j.shade.protobuf.CodedInputStream input)  
      static NodeDef parseFrom​(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)  
      static org.nd4j.shade.protobuf.Parser<NodeDef> parser()  
      NodeDef.Builder toBuilder()  
      void writeTo​(org.nd4j.shade.protobuf.CodedOutputStream output)  

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

        canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, isStringEmpty, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

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

        findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

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

        addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

      • Methods inherited from interface org.nd4j.shade.protobuf.MessageLite

        toByteArray, toByteString, writeDelimitedTo, writeTo

      • Methods inherited from interface org.nd4j.shade.protobuf.MessageOrBuilder

        findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

    • 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

      • getName

        public String getName()
         The name given to this operator. Used for naming inputs,
 logging, visualization, etc.  Unique within a single GraphDef.
 Must match the regexp "[A-Za-z0-9.][A-Za-z0-9_./]*".
        string name = 1;
        Specified by:
        getName in interface NodeDefOrBuilder
        Returns:
        The name.

      • getNameBytes

        public org.nd4j.shade.protobuf.ByteString getNameBytes()
         The name given to this operator. Used for naming inputs,
 logging, visualization, etc.  Unique within a single GraphDef.
 Must match the regexp "[A-Za-z0-9.][A-Za-z0-9_./]*".
        string name = 1;
        Specified by:
        getNameBytes in interface NodeDefOrBuilder
        Returns:
        The bytes for name.

      • getOp

        public String getOp()
         The operation name.  There may be custom parameters in attrs.
 Op names starting with an underscore are reserved for internal use.
        string op = 2;
        Specified by:
        getOp in interface NodeDefOrBuilder
        Returns:
        The op.

      • getOpBytes

        public org.nd4j.shade.protobuf.ByteString getOpBytes()
         The operation name.  There may be custom parameters in attrs.
 Op names starting with an underscore are reserved for internal use.
        string op = 2;
        Specified by:
        getOpBytes in interface NodeDefOrBuilder
        Returns:
        The bytes for op.

      • getInputList

        public org.nd4j.shade.protobuf.ProtocolStringList getInputList()
         Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node". If
 "src_output" is 0 the ":0" suffix can be omitted.  Regular inputs
 may optionally be followed by control inputs that have the format
 "^node".
        repeated string input = 3;
        Specified by:
        getInputList in interface NodeDefOrBuilder
        Returns:
        A list containing the input.

      • getInputCount

        public int getInputCount()
         Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node". If
 "src_output" is 0 the ":0" suffix can be omitted.  Regular inputs
 may optionally be followed by control inputs that have the format
 "^node".
        repeated string input = 3;
        Specified by:
        getInputCount in interface NodeDefOrBuilder
        Returns:
        The count of input.

      • getInput

        public String getInput​(int index)
         Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node". If
 "src_output" is 0 the ":0" suffix can be omitted.  Regular inputs
 may optionally be followed by control inputs that have the format
 "^node".
        repeated string input = 3;
        Specified by:
        getInput in interface NodeDefOrBuilder
        Parameters:
        index - The index of the element to return.
        Returns:
        The input at the given index.

      • getInputBytes

        public org.nd4j.shade.protobuf.ByteString getInputBytes​(int index)
         Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node". If
 "src_output" is 0 the ":0" suffix can be omitted.  Regular inputs
 may optionally be followed by control inputs that have the format
 "^node".
        repeated string input = 3;
        Specified by:
        getInputBytes in interface NodeDefOrBuilder
        Parameters:
        index - The index of the value to return.
        Returns:
        The bytes of the input at the given index.

      • getDevice

        public String getDevice()
         A (possibly partial) specification for the device on which this
 node should be placed.
 The expected syntax for this string is as follows:
 DEVICE_SPEC ::= PARTIAL_SPEC
 PARTIAL_SPEC ::= ("/" CONSTRAINT) *
 CONSTRAINT ::= ("job:" JOB_NAME)
              | ("replica:" [1-9][0-9]*)
              | ("task:" [1-9][0-9]*)
              | ("device:" [A-Za-z]* ":" ([1-9][0-9]* | "*") )
 Valid values for this string include:
 * "/job:worker/replica:0/task:1/device:GPU:3"  (full specification)
 * "/job:worker/device:GPU:3"                   (partial specification)
 * ""                                    (no specification)
 If the constraints do not resolve to a single device (or if this
 field is empty or not present), the runtime will attempt to
 choose a device automatically.
        string device = 4;
        Specified by:
        getDevice in interface NodeDefOrBuilder
        Returns:
        The device.

      • getDeviceBytes

        public org.nd4j.shade.protobuf.ByteString getDeviceBytes()
         A (possibly partial) specification for the device on which this
 node should be placed.
 The expected syntax for this string is as follows:
 DEVICE_SPEC ::= PARTIAL_SPEC
 PARTIAL_SPEC ::= ("/" CONSTRAINT) *
 CONSTRAINT ::= ("job:" JOB_NAME)
              | ("replica:" [1-9][0-9]*)
              | ("task:" [1-9][0-9]*)
              | ("device:" [A-Za-z]* ":" ([1-9][0-9]* | "*") )
 Valid values for this string include:
 * "/job:worker/replica:0/task:1/device:GPU:3"  (full specification)
 * "/job:worker/device:GPU:3"                   (partial specification)
 * ""                                    (no specification)
 If the constraints do not resolve to a single device (or if this
 field is empty or not present), the runtime will attempt to
 choose a device automatically.
        string device = 4;
        Specified by:
        getDeviceBytes in interface NodeDefOrBuilder
        Returns:
        The bytes for device.

      • getAttrCount

        public int getAttrCount()
        Description copied from interface: NodeDefOrBuilder
         Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
        map<string, .tensorflow.AttrValue> attr = 5;
        Specified by:
        getAttrCount in interface NodeDefOrBuilder

      • containsAttr

        public boolean containsAttr​(String key)
         Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
        map<string, .tensorflow.AttrValue> attr = 5;
        Specified by:
        containsAttr in interface NodeDefOrBuilder

      • getAttrMap

        public Map<String,​AttrValue> getAttrMap()
         Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
        map<string, .tensorflow.AttrValue> attr = 5;
        Specified by:
        getAttrMap in interface NodeDefOrBuilder

      • getAttrOrDefault

        public AttrValue getAttrOrDefault​(String key,
                                  AttrValue defaultValue)
         Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
        map<string, .tensorflow.AttrValue> attr = 5;
        Specified by:
        getAttrOrDefault in interface NodeDefOrBuilder

      • getAttrOrThrow

        public AttrValue getAttrOrThrow​(String key)
         Operation-specific graph-construction-time configuration.
 Note that this should include all attrs defined in the
 corresponding OpDef, including those with a value matching
 the default -- this allows the default to change and makes
 NodeDefs easier to interpret on their own.  However, if
 an attr with a default is not specified in this list, the
 default will be used.
 The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
 one of the names from the corresponding OpDef's attr field).
 The values must have a type matching the corresponding OpDef
 attr's type field.
 TODO(josh11b): Add some examples here showing best practices.
        map<string, .tensorflow.AttrValue> attr = 5;
        Specified by:
        getAttrOrThrow in interface NodeDefOrBuilder

      • 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 NodeDef parseFrom​(ByteBuffer data)
                         throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • newBuilderForType

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

      • toBuilder

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

      • newBuilderForType

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

      • getDefaultInstance

        public static NodeDef getDefaultInstance()

      • parser

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

      • getParserForType

        public org.nd4j.shade.protobuf.Parser<NodeDef> 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 NodeDef getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder