NodeDef

public final class NodeDef

Protobuf type tensorflow.NodeDef

Nested Classes

class	NodeDef.Builder		Protobuf type tensorflow.NodeDef
class	NodeDef.ExperimentalDebugInfo		Protobuf type tensorflow.NodeDef.ExperimentalDebugInfo
interface	NodeDef.ExperimentalDebugInfoOrBuilder

Constants

int	ATTR_FIELD_NUMBER
int	DEVICE_FIELD_NUMBER
int	EXPERIMENTAL_DEBUG_INFO_FIELD_NUMBER
int	INPUT_FIELD_NUMBER
int	NAME_FIELD_NUMBER
int	OP_FIELD_NUMBER

Public Methods

boolean	containsAttr(String key) Operation-specific graph-construction-time configuration.
boolean	equals(Object obj)
Map<String, AttrValue>	getAttr() Use getAttrMap() instead.
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()
final static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getDevice() A (possibly partial) specification for the device on which this node should be placed.
com.google.protobuf.ByteString	getDeviceBytes() A (possibly partial) specification for the device on which this node should be placed.
NodeDef.ExperimentalDebugInfo	getExperimentalDebugInfo() This stores debug information associated with the node.
NodeDef.ExperimentalDebugInfoOrBuilder	getExperimentalDebugInfoOrBuilder() This stores debug information associated with the node.
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".
com.google.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".
com.google.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.
com.google.protobuf.ByteString	getNameBytes() The name given to this operator.
String	getOp() The operation name.
com.google.protobuf.ByteString	getOpBytes() The operation name.
	getParserForType()
int	getSerializedSize()
final com.google.protobuf.UnknownFieldSet	getUnknownFields()
boolean	hasExperimentalDebugInfo() This stores debug information associated with the node.
int	hashCode()
final boolean	isInitialized()
static NodeDef.Builder	newBuilder(NodeDef prototype)
static NodeDef.Builder	newBuilder()
NodeDef.Builder	newBuilderForType()
static NodeDef	parseDelimitedFrom(InputStream input)
static NodeDef	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(ByteBuffer data)
static NodeDef	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(com.google.protobuf.CodedInputStream input)
static NodeDef	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(com.google.protobuf.ByteString data)
static NodeDef	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NodeDef	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static	parser()
NodeDef.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Inherited Methods

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.proto.framework.NodeDefOrBuilder

abstract boolean	containsAttr(String key) Operation-specific graph-construction-time configuration.
abstract Map<String, AttrValue>	getAttr() Use getAttrMap() instead.
abstract int	getAttrCount() Operation-specific graph-construction-time configuration.
abstract Map<String, AttrValue>	getAttrMap() Operation-specific graph-construction-time configuration.
abstract AttrValue	getAttrOrDefault(String key, AttrValue defaultValue) Operation-specific graph-construction-time configuration.
abstract AttrValue	getAttrOrThrow(String key) Operation-specific graph-construction-time configuration.
abstract String	getDevice() A (possibly partial) specification for the device on which this node should be placed.
abstract com.google.protobuf.ByteString	getDeviceBytes() A (possibly partial) specification for the device on which this node should be placed.
abstract NodeDef.ExperimentalDebugInfo	getExperimentalDebugInfo() This stores debug information associated with the node.
abstract NodeDef.ExperimentalDebugInfoOrBuilder	getExperimentalDebugInfoOrBuilder() This stores debug information associated with the node.
abstract 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".
abstract com.google.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".
abstract 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".
abstract List<String>	getInputList() Each input is "node:src_output" with "node" being a string name and "src_output" indicating which output tensor to use from "node".
abstract String	getName() The name given to this operator.
abstract com.google.protobuf.ByteString	getNameBytes() The name given to this operator.
abstract String	getOp() The operation name.
abstract com.google.protobuf.ByteString	getOpBytes() The operation name.
abstract boolean	hasExperimentalDebugInfo() This stores debug information associated with the node.

Constants

public static final int ATTR_FIELD_NUMBER

Constant Value: 5

public static final int DEVICE_FIELD_NUMBER

Constant Value: 4

public static final int EXPERIMENTAL_DEBUG_INFO_FIELD_NUMBER

Constant Value: 6

public static final int INPUT_FIELD_NUMBER

Constant Value: 3

public static final int NAME_FIELD_NUMBER

Constant Value: 1

public static final int OP_FIELD_NUMBER

Constant Value: 2

Public Methods

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;

public boolean equals (Object obj)

public Map<String, AttrValue> getAttr ()

Use getAttrMap() instead.

public int getAttrCount ()

 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;

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;

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;

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;

public static NodeDef getDefaultInstance ()

public NodeDef getDefaultInstanceForType ()

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

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;

public com.google.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;

public NodeDef.ExperimentalDebugInfo getExperimentalDebugInfo ()

 This stores debug information associated with the node.
 

.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;

public NodeDef.ExperimentalDebugInfoOrBuilder getExperimentalDebugInfoOrBuilder ()

 This stores debug information associated with the node.
 

.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;

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;

public com.google.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;

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;

public com.google.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;

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;

public com.google.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;

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;

public com.google.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;

public getParserForType ()

public int getSerializedSize ()

public final com.google.protobuf.UnknownFieldSet getUnknownFields ()

public boolean hasExperimentalDebugInfo ()

 This stores debug information associated with the node.
 

.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;

public int hashCode ()

public final boolean isInitialized ()

public static NodeDef.Builder newBuilder (NodeDef prototype)

public static NodeDef.Builder newBuilder ()

public NodeDef.Builder newBuilderForType ()

public static NodeDef parseDelimitedFrom (InputStream input)

Throws

IOException

public static NodeDef parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static NodeDef parseFrom (ByteBuffer data)

Throws

InvalidProtocolBufferException

public static NodeDef parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static NodeDef parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static NodeDef parseFrom (com.google.protobuf.CodedInputStream input)

Throws

IOException

public static NodeDef parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static NodeDef parseFrom (com.google.protobuf.ByteString data)

Throws

InvalidProtocolBufferException

public static NodeDef parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public static NodeDef parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

InvalidProtocolBufferException

public static parser ()

public NodeDef.Builder toBuilder ()

public void writeTo (com.google.protobuf.CodedOutputStream output)

Throws

IOException