Class NodeDef

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
org.tensorflow.proto.NodeDef
All Implemented Interfaces:
Message, MessageLite, MessageLiteOrBuilder, MessageOrBuilder, Serializable, NodeDefOrBuilder
public final class NodeDef extends GeneratedMessageV3 implements NodeDefOrBuilder
Protobuf type tensorflow.NodeDef
See Also:

  • Field Details

  • Method Details

    • newInstance

      protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
      Overrides:
      newInstance in class GeneratedMessageV3

    • getUnknownFields

      public final UnknownFieldSet getUnknownFields()
      Specified by:
      getUnknownFields in interface MessageOrBuilder
      Overrides:
      getUnknownFields in class GeneratedMessageV3

    • getDescriptor

      public static final Descriptors.Descriptor getDescriptor()

    • internalGetMapField

      protected MapField internalGetMapField(int number)
      Overrides:
      internalGetMapField in class GeneratedMessageV3

    • internalGetFieldAccessorTable

      protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class 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 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 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 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 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 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

    • getAttr

      @Deprecated public Map<String, AttrValue> getAttr()
      Deprecated.
      Use getAttrMap() instead.
      Specified by:
      getAttr 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

    • hasExperimentalDebugInfo

      public boolean hasExperimentalDebugInfo()
      This stores debug information associated with the node.
      .tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;
      Specified by:
      hasExperimentalDebugInfo in interface NodeDefOrBuilder
      Returns:
      Whether the experimentalDebugInfo field is set.

    • getExperimentalDebugInfo

      public NodeDef.ExperimentalDebugInfo getExperimentalDebugInfo()
      This stores debug information associated with the node.
      .tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;
      Specified by:
      getExperimentalDebugInfo in interface NodeDefOrBuilder
      Returns:
      The experimentalDebugInfo.

    • getExperimentalDebugInfoOrBuilder

      public NodeDef.ExperimentalDebugInfoOrBuilder getExperimentalDebugInfoOrBuilder()
      This stores debug information associated with the node.
      .tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;
      Specified by:
      getExperimentalDebugInfoOrBuilder in interface NodeDefOrBuilder

    • hasExperimentalType

      public boolean hasExperimentalType()
      The complete type of this node. Experimental and subject to change.
Currently, the field only contains the return types of the node. That will
extend in the future to contain the entire signature of the node, as a
function type.
      .tensorflow.FullTypeDef experimental_type = 7;
      Specified by:
      hasExperimentalType in interface NodeDefOrBuilder
      Returns:
      Whether the experimentalType field is set.

    • getExperimentalType

      public FullTypeDef getExperimentalType()
      The complete type of this node. Experimental and subject to change.
Currently, the field only contains the return types of the node. That will
extend in the future to contain the entire signature of the node, as a
function type.
      .tensorflow.FullTypeDef experimental_type = 7;
      Specified by:
      getExperimentalType in interface NodeDefOrBuilder
      Returns:
      The experimentalType.

    • getExperimentalTypeOrBuilder

      public FullTypeDefOrBuilder getExperimentalTypeOrBuilder()
      The complete type of this node. Experimental and subject to change.
Currently, the field only contains the return types of the node. That will
extend in the future to contain the entire signature of the node, as a
function type.
      .tensorflow.FullTypeDef experimental_type = 7;
      Specified by:
      getExperimentalTypeOrBuilder in interface NodeDefOrBuilder

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface MessageLiteOrBuilder
      Overrides:
      isInitialized in class GeneratedMessageV3

    • writeTo

      public void writeTo(CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface MessageLite
      Overrides:
      writeTo in class GeneratedMessageV3
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface MessageLite
      Overrides:
      getSerializedSize in class GeneratedMessageV3

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface Message
      Overrides:
      equals in class AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface Message
      Overrides:
      hashCode in class AbstractMessage

    • parseFrom

      public static NodeDef parseFrom(ByteBuffer data) throws InvalidProtocolBufferException
      Throws:
      InvalidProtocolBufferException

    • parseFrom

      public static NodeDef parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry) throws InvalidProtocolBufferException
      Throws:
      InvalidProtocolBufferException

    • parseFrom

      public static NodeDef parseFrom(ByteString data) throws InvalidProtocolBufferException
      Throws:
      InvalidProtocolBufferException

    • parseFrom

      public static NodeDef parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry) throws InvalidProtocolBufferException
      Throws:
      InvalidProtocolBufferException

    • parseFrom

      public static NodeDef parseFrom(byte[] data) throws InvalidProtocolBufferException
      Throws:
      InvalidProtocolBufferException

    • parseFrom

      public static NodeDef parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry) throws InvalidProtocolBufferException
      Throws:
      InvalidProtocolBufferException

    • parseFrom

      public static NodeDef parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static NodeDef parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static NodeDef parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static NodeDef parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static NodeDef parseFrom(CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static NodeDef parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public NodeDef.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface Message
      Specified by:
      newBuilderForType in interface MessageLite

    • newBuilder

      public static NodeDef.Builder newBuilder()

    • newBuilder

      public static NodeDef.Builder newBuilder(NodeDef prototype)

    • toBuilder

      public NodeDef.Builder toBuilder()
      Specified by:
      toBuilder in interface Message
      Specified by:
      toBuilder in interface MessageLite

    • newBuilderForType

      protected NodeDef.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
      Specified by:
      newBuilderForType in class GeneratedMessageV3

    • getDefaultInstance

      public static NodeDef getDefaultInstance()

    • parser

      public static Parser<NodeDef> parser()

    • getParserForType

      public Parser<NodeDef> getParserForType()
      Specified by:
      getParserForType in interface Message
      Specified by:
      getParserForType in interface MessageLite
      Overrides:
      getParserForType in class GeneratedMessageV3

    • getDefaultInstanceForType

      public NodeDef getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface MessageOrBuilder