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

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