org.tensorflow.framework

Class SignatureDef.Builder

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite.Builder

org.nd4j.shade.protobuf.AbstractMessage.Builder<BuilderType>

org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

org.tensorflow.framework.SignatureDef.Builder

All Implemented Interfaces:

Cloneable, org.nd4j.shade.protobuf.Message.Builder, org.nd4j.shade.protobuf.MessageLite.Builder, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, SignatureDefOrBuilder

Enclosing class:

SignatureDef

public static final class SignatureDef.Builder
extends org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>
implements SignatureDefOrBuilder

 SignatureDef defines the signature of a computation supported by a TensorFlow
 graph.
 For example, a model with two loss computations, sharing a single input,
 might have the following signature_def map.
 Note that across the two SignatureDefs "loss_A" and "loss_B", the input key,
 output key, and method_name are identical, and will be used by system(s) that
 implement or rely upon this particular loss method. The output tensor names
 differ, demonstrating how different outputs can exist for the same method.
 signature_def {
   key: "loss_A"
   value {
     inputs {
       key: "input"
       value {
         name: "input:0"
         dtype: DT_STRING
         tensor_shape: ...
       }
     }
     outputs {
       key: "loss_output"
       value {
         name: "loss_output_A:0"
         dtype: DT_FLOAT
         tensor_shape: ...
       }
     }
   }
   ...
   method_name: "some/package/compute_loss"
 }
 signature_def {
   key: "loss_B"
   value {
     inputs {
       key: "input"
       value {
         name: "input:0"
         dtype: DT_STRING
         tensor_shape: ...
       }
     }
     outputs {
       key: "loss_output"
       value {
         name: "loss_output_B:0"
         dtype: DT_FLOAT
         tensor_shape: ...
       }
     }
   }
   ...
   method_name: "some/package/compute_loss"
 }
 

Protobuf type tensorflow.SignatureDef

Method Summary

Modifier and Type	Method and Description
SignatureDef.Builder	addRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, Object value)
SignatureDef	build()
SignatureDef	buildPartial()
SignatureDef.Builder	clear()
SignatureDef.Builder	clearField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field)
SignatureDef.Builder	clearInputs()
SignatureDef.Builder	clearMethodName() Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.
SignatureDef.Builder	clearOneof(org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof)
SignatureDef.Builder	clearOutputs()
SignatureDef.Builder	clone()
boolean	containsInputs(String key) Named input parameters.
boolean	containsOutputs(String key) Named output parameters.
SignatureDef	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptor()
org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptorForType()
Map<String,TensorInfo>	getInputs() Deprecated.
int	getInputsCount() Named input parameters.
Map<String,TensorInfo>	getInputsMap() Named input parameters.
TensorInfo	getInputsOrDefault(String key, TensorInfo defaultValue) Named input parameters.
TensorInfo	getInputsOrThrow(String key) Named input parameters.
String	getMethodName() Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.
org.nd4j.shade.protobuf.ByteString	getMethodNameBytes() Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.
Map<String,TensorInfo>	getMutableInputs() Deprecated.
Map<String,TensorInfo>	getMutableOutputs() Deprecated.
Map<String,TensorInfo>	getOutputs() Deprecated.
int	getOutputsCount() Named output parameters.
Map<String,TensorInfo>	getOutputsMap() Named output parameters.
TensorInfo	getOutputsOrDefault(String key, TensorInfo defaultValue) Named output parameters.
TensorInfo	getOutputsOrThrow(String key) Named output parameters.
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
protected org.nd4j.shade.protobuf.MapField	internalGetMapField(int number)
protected org.nd4j.shade.protobuf.MapField	internalGetMutableMapField(int number)
boolean	isInitialized()
SignatureDef.Builder	mergeFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
SignatureDef.Builder	mergeFrom(org.nd4j.shade.protobuf.Message other)
SignatureDef.Builder	mergeFrom(SignatureDef other)
SignatureDef.Builder	mergeUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)
SignatureDef.Builder	putAllInputs(Map<String,TensorInfo> values) Named input parameters.
SignatureDef.Builder	putAllOutputs(Map<String,TensorInfo> values) Named output parameters.
SignatureDef.Builder	putInputs(String key, TensorInfo value) Named input parameters.
SignatureDef.Builder	putOutputs(String key, TensorInfo value) Named output parameters.
SignatureDef.Builder	removeInputs(String key) Named input parameters.
SignatureDef.Builder	removeOutputs(String key) Named output parameters.
SignatureDef.Builder	setField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, Object value)
SignatureDef.Builder	setMethodName(String value) Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.
SignatureDef.Builder	setMethodNameBytes(org.nd4j.shade.protobuf.ByteString value) Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.
SignatureDef.Builder	setRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
SignatureDef.Builder	setUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)

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

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, isClean, markClean, newBuilderForField, onBuilt, onChanged, setUnknownFieldsProto3

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

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

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

addAll, addAll, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

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

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

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

mergeFrom

Method Detail

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.Builder<SignatureDef.Builder>

internalGetMutableMapField

protected org.nd4j.shade.protobuf.MapField internalGetMutableMapField(int number)

Overrides:

internalGetMutableMapField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

internalGetFieldAccessorTable

protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

clear

public SignatureDef.Builder clear()

Specified by:

clear in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

clear in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

clear in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

getDescriptorForType

public org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface org.nd4j.shade.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

getDefaultInstanceForType

public SignatureDef getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder

build

public SignatureDef build()

Specified by:

build in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

build in interface org.nd4j.shade.protobuf.MessageLite.Builder

buildPartial

public SignatureDef buildPartial()

Specified by:

buildPartial in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

buildPartial in interface org.nd4j.shade.protobuf.MessageLite.Builder

clone

public SignatureDef.Builder clone()

Specified by:

clone in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

clone in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

clone in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

setField

public SignatureDef.Builder setField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                     Object value)

Specified by:

setField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

setField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

clearField

public SignatureDef.Builder clearField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

clearField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

clearOneof

public SignatureDef.Builder clearOneof(org.nd4j.shade.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

clearOneof in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

setRepeatedField

public SignatureDef.Builder setRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                             int index,
                                             Object value)

Specified by:

setRepeatedField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

setRepeatedField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

addRepeatedField

public SignatureDef.Builder addRepeatedField(org.nd4j.shade.protobuf.Descriptors.FieldDescriptor field,
                                             Object value)

Specified by:

addRepeatedField in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

addRepeatedField in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

mergeFrom

public SignatureDef.Builder mergeFrom(org.nd4j.shade.protobuf.Message other)

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

mergeFrom in class org.nd4j.shade.protobuf.AbstractMessage.Builder<SignatureDef.Builder>

mergeFrom

public SignatureDef.Builder mergeFrom(SignatureDef other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

mergeFrom

public SignatureDef.Builder mergeFrom(org.nd4j.shade.protobuf.CodedInputStream input,
                                      org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                               throws IOException

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.Message.Builder

Specified by:

mergeFrom in interface org.nd4j.shade.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class org.nd4j.shade.protobuf.AbstractMessage.Builder<SignatureDef.Builder>

Throws:

IOException

getInputsCount

public int getInputsCount()

Description copied from interface: SignatureDefOrBuilder

 Named input parameters.
 

map<string, .tensorflow.TensorInfo> inputs = 1;

Specified by:

getInputsCount in interface SignatureDefOrBuilder

containsInputs

public boolean containsInputs(String key)

 Named input parameters.
 

map<string, .tensorflow.TensorInfo> inputs = 1;

Specified by:

containsInputs in interface SignatureDefOrBuilder

getInputs

@Deprecated
public Map<String,TensorInfo> getInputs()

Deprecated.

Use getInputsMap() instead.

Specified by:

getInputs in interface SignatureDefOrBuilder

getInputsMap

public Map<String,TensorInfo> getInputsMap()

 Named input parameters.
 

map<string, .tensorflow.TensorInfo> inputs = 1;

Specified by:

getInputsMap in interface SignatureDefOrBuilder

getInputsOrDefault

public TensorInfo getInputsOrDefault(String key,
                                     TensorInfo defaultValue)

 Named input parameters.
 

map<string, .tensorflow.TensorInfo> inputs = 1;

Specified by:

getInputsOrDefault in interface SignatureDefOrBuilder

getInputsOrThrow

public TensorInfo getInputsOrThrow(String key)

 Named input parameters.
 

map<string, .tensorflow.TensorInfo> inputs = 1;

Specified by:

getInputsOrThrow in interface SignatureDefOrBuilder

clearInputs

public SignatureDef.Builder clearInputs()

removeInputs

public SignatureDef.Builder removeInputs(String key)

 Named input parameters.
 

map<string, .tensorflow.TensorInfo> inputs = 1;

getMutableInputs

@Deprecated
public Map<String,TensorInfo> getMutableInputs()

Deprecated.

Use alternate mutation accessors instead.

putInputs

public SignatureDef.Builder putInputs(String key,
                                      TensorInfo value)

 Named input parameters.
 

map<string, .tensorflow.TensorInfo> inputs = 1;

putAllInputs

public SignatureDef.Builder putAllInputs(Map<String,TensorInfo> values)

 Named input parameters.
 

map<string, .tensorflow.TensorInfo> inputs = 1;

getOutputsCount

public int getOutputsCount()

Description copied from interface: SignatureDefOrBuilder

 Named output parameters.
 

map<string, .tensorflow.TensorInfo> outputs = 2;

Specified by:

getOutputsCount in interface SignatureDefOrBuilder

containsOutputs

public boolean containsOutputs(String key)

 Named output parameters.
 

map<string, .tensorflow.TensorInfo> outputs = 2;

Specified by:

containsOutputs in interface SignatureDefOrBuilder

getOutputs

@Deprecated
public Map<String,TensorInfo> getOutputs()

Deprecated.

Use getOutputsMap() instead.

Specified by:

getOutputs in interface SignatureDefOrBuilder

getOutputsMap

public Map<String,TensorInfo> getOutputsMap()

 Named output parameters.
 

map<string, .tensorflow.TensorInfo> outputs = 2;

Specified by:

getOutputsMap in interface SignatureDefOrBuilder

getOutputsOrDefault

public TensorInfo getOutputsOrDefault(String key,
                                      TensorInfo defaultValue)

 Named output parameters.
 

map<string, .tensorflow.TensorInfo> outputs = 2;

Specified by:

getOutputsOrDefault in interface SignatureDefOrBuilder

getOutputsOrThrow

public TensorInfo getOutputsOrThrow(String key)

 Named output parameters.
 

map<string, .tensorflow.TensorInfo> outputs = 2;

Specified by:

getOutputsOrThrow in interface SignatureDefOrBuilder

clearOutputs

public SignatureDef.Builder clearOutputs()

removeOutputs

public SignatureDef.Builder removeOutputs(String key)

 Named output parameters.
 

map<string, .tensorflow.TensorInfo> outputs = 2;

getMutableOutputs

@Deprecated
public Map<String,TensorInfo> getMutableOutputs()

Deprecated.

Use alternate mutation accessors instead.

putOutputs

public SignatureDef.Builder putOutputs(String key,
                                       TensorInfo value)

 Named output parameters.
 

map<string, .tensorflow.TensorInfo> outputs = 2;

putAllOutputs

public SignatureDef.Builder putAllOutputs(Map<String,TensorInfo> values)

 Named output parameters.
 

map<string, .tensorflow.TensorInfo> outputs = 2;

getMethodName

public String getMethodName()

 Extensible method_name information enabling third-party users to mark a
 SignatureDef as supporting a particular method. This enables producers and
 consumers of SignatureDefs, e.g. a model definition library and a serving
 library to have a clear hand-off regarding the semantics of a computation.
 Note that multiple SignatureDefs in a single MetaGraphDef may have the same
 method_name. This is commonly used to support multi-headed computation,
 where a single graph computation may return multiple results.
 

string method_name = 3;

Specified by:

getMethodName in interface SignatureDefOrBuilder

getMethodNameBytes

public org.nd4j.shade.protobuf.ByteString getMethodNameBytes()

 Extensible method_name information enabling third-party users to mark a
 SignatureDef as supporting a particular method. This enables producers and
 consumers of SignatureDefs, e.g. a model definition library and a serving
 library to have a clear hand-off regarding the semantics of a computation.
 Note that multiple SignatureDefs in a single MetaGraphDef may have the same
 method_name. This is commonly used to support multi-headed computation,
 where a single graph computation may return multiple results.
 

string method_name = 3;

Specified by:

getMethodNameBytes in interface SignatureDefOrBuilder

setMethodName

public SignatureDef.Builder setMethodName(String value)

 Extensible method_name information enabling third-party users to mark a
 SignatureDef as supporting a particular method. This enables producers and
 consumers of SignatureDefs, e.g. a model definition library and a serving
 library to have a clear hand-off regarding the semantics of a computation.
 Note that multiple SignatureDefs in a single MetaGraphDef may have the same
 method_name. This is commonly used to support multi-headed computation,
 where a single graph computation may return multiple results.
 

string method_name = 3;

clearMethodName

public SignatureDef.Builder clearMethodName()

 Extensible method_name information enabling third-party users to mark a
 SignatureDef as supporting a particular method. This enables producers and
 consumers of SignatureDefs, e.g. a model definition library and a serving
 library to have a clear hand-off regarding the semantics of a computation.
 Note that multiple SignatureDefs in a single MetaGraphDef may have the same
 method_name. This is commonly used to support multi-headed computation,
 where a single graph computation may return multiple results.
 

string method_name = 3;

setMethodNameBytes

public SignatureDef.Builder setMethodNameBytes(org.nd4j.shade.protobuf.ByteString value)

 Extensible method_name information enabling third-party users to mark a
 SignatureDef as supporting a particular method. This enables producers and
 consumers of SignatureDefs, e.g. a model definition library and a serving
 library to have a clear hand-off regarding the semantics of a computation.
 Note that multiple SignatureDefs in a single MetaGraphDef may have the same
 method_name. This is commonly used to support multi-headed computation,
 where a single graph computation may return multiple results.
 

string method_name = 3;

setUnknownFields

public final SignatureDef.Builder setUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

setUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

mergeUnknownFields

public final SignatureDef.Builder mergeUnknownFields(org.nd4j.shade.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface org.nd4j.shade.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>