NodeDef.Builder

public static final class NodeDef.Builder

Protobuf type tensorflow.NodeDef

Public Methods

NodeDef.Builder
addAllInput(Iterable<String> values) 
 Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node".
NodeDef.Builder
addInput(String value) 
 Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node".
NodeDef.Builder
addInputBytes(com.google.protobuf.ByteString value) 
 Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node".
NodeDef.Builder
addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
NodeDef
build()
NodeDef
buildPartial()
NodeDef.Builder
clear()
NodeDef.Builder
clearAttr()
NodeDef.Builder
clearDevice() 
 A (possibly partial) specification for the device on which this
 node should be placed.
NodeDef.Builder
clearExperimentalDebugInfo() 
 This stores debug information associated with the node.
NodeDef.Builder
clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
NodeDef.Builder
clearInput() 
 Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node".
NodeDef.Builder
clearName() 
 The name given to this operator.
NodeDef.Builder
clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
NodeDef.Builder
clearOp() 
 The operation name.
NodeDef.Builder
clone()
boolean
containsAttr(String key) 
 Operation-specific graph-construction-time configuration.
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.
NodeDef
getDefaultInstanceForType()
final static com.google.protobuf.Descriptors.Descriptor
getDescriptor()
com.google.protobuf.Descriptors.Descriptor
getDescriptorForType()
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.ExperimentalDebugInfo.Builder
getExperimentalDebugInfoBuilder() 
 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".
Map<String, AttrValue>
getMutableAttr()
Use alternate mutation accessors instead.
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.
boolean
hasExperimentalDebugInfo() 
 This stores debug information associated with the node.
final boolean
isInitialized()
NodeDef.Builder
mergeExperimentalDebugInfo(NodeDef.ExperimentalDebugInfo value) 
 This stores debug information associated with the node.
NodeDef.Builder
mergeFrom(com.google.protobuf.Message other)
NodeDef.Builder
mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
final NodeDef.Builder
mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
NodeDef.Builder
putAllAttr(Map<String, AttrValue> values) 
 Operation-specific graph-construction-time configuration.
NodeDef.Builder
putAttr(String key, AttrValue value) 
 Operation-specific graph-construction-time configuration.
NodeDef.Builder
removeAttr(String key) 
 Operation-specific graph-construction-time configuration.
NodeDef.Builder
setDevice(String value) 
 A (possibly partial) specification for the device on which this
 node should be placed.
NodeDef.Builder
setDeviceBytes(com.google.protobuf.ByteString value) 
 A (possibly partial) specification for the device on which this
 node should be placed.
NodeDef.Builder
setExperimentalDebugInfo(NodeDef.ExperimentalDebugInfo.Builder builderForValue) 
 This stores debug information associated with the node.
NodeDef.Builder
setExperimentalDebugInfo(NodeDef.ExperimentalDebugInfo value) 
 This stores debug information associated with the node.
NodeDef.Builder
setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
NodeDef.Builder
setInput(int index, String value) 
 Each input is "node:src_output" with "node" being a string name and
 "src_output" indicating which output tensor to use from "node".
NodeDef.Builder
setName(String value) 
 The name given to this operator.
NodeDef.Builder
setNameBytes(com.google.protobuf.ByteString value) 
 The name given to this operator.
NodeDef.Builder
setOp(String value) 
 The operation name.
NodeDef.Builder
setOpBytes(com.google.protobuf.ByteString value) 
 The operation name.
NodeDef.Builder
setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
final NodeDef.Builder
setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Inherited Methods

Public Methods

public NodeDef.Builder addAllInput (Iterable<String> values) 

 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 NodeDef.Builder addInput (String value) 

 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 NodeDef.Builder addInputBytes (com.google.protobuf.ByteString value) 

 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 NodeDef.Builder addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)

public NodeDef build ()

public NodeDef buildPartial ()

public NodeDef.Builder clear ()

public NodeDef.Builder clearAttr ()

public NodeDef.Builder clearDevice () 

 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.Builder clearExperimentalDebugInfo () 

 This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;

public NodeDef.Builder clearField (com.google.protobuf.Descriptors.FieldDescriptor field)

public NodeDef.Builder clearInput () 

 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 NodeDef.Builder clearName () 

 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 NodeDef.Builder clearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof)

public NodeDef.Builder clearOp () 

 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 NodeDef.Builder clone ()

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 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 NodeDef getDefaultInstanceForType ()

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

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()

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.ExperimentalDebugInfo.Builder getExperimentalDebugInfoBuilder () 

 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 Map<String, AttrValue> getMutableAttr ()

Use alternate mutation accessors instead.

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 boolean hasExperimentalDebugInfo () 

 This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;

public final boolean isInitialized ()

public NodeDef.Builder mergeExperimentalDebugInfo (NodeDef.ExperimentalDebugInfo value) 

 This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;

public NodeDef.Builder mergeFrom (com.google.protobuf.Message other)

public NodeDef.Builder mergeFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
IOException

public final NodeDef.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)

public NodeDef.Builder putAllAttr (Map<String, AttrValue> values) 

 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 NodeDef.Builder putAttr (String key, AttrValue value) 

 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 NodeDef.Builder removeAttr (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 NodeDef.Builder setDevice (String value) 

 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.Builder setDeviceBytes (com.google.protobuf.ByteString value) 

 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.Builder setExperimentalDebugInfo (NodeDef.ExperimentalDebugInfo.Builder builderForValue) 

 This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;

public NodeDef.Builder setExperimentalDebugInfo (NodeDef.ExperimentalDebugInfo value) 

 This stores debug information associated with the node.
.tensorflow.NodeDef.ExperimentalDebugInfo experimental_debug_info = 6;

public NodeDef.Builder setField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)

public NodeDef.Builder setInput (int index, String value) 

 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 NodeDef.Builder setName (String value) 

 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 NodeDef.Builder setNameBytes (com.google.protobuf.ByteString value) 

 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 NodeDef.Builder setOp (String value) 

 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 NodeDef.Builder setOpBytes (com.google.protobuf.ByteString value) 

 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 NodeDef.Builder setRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)

public final NodeDef.Builder setUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)