org.tensorflow.framework

Class SignatureDef

java.lang.Object

org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessage

org.nd4j.shade.protobuf.GeneratedMessageV3

org.tensorflow.framework.SignatureDef

All Implemented Interfaces:

Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, SignatureDefOrBuilder

public final class SignatureDef
extends org.nd4j.shade.protobuf.GeneratedMessageV3
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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	SignatureDef.Builder SignatureDef defines the signature of a computation supported by a TensorFlow graph.

Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable, org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

org.nd4j.shade.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	INPUTS_FIELD_NUMBER
static int	METHOD_NAME_FIELD_NUMBER
static int	OUTPUTS_FIELD_NUMBER

Fields inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class org.nd4j.shade.protobuf.AbstractMessage

memoizedSize

Fields inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	containsInputs(String key) Named input parameters.
boolean	containsOutputs(String key) Named output parameters.
boolean	equals(Object obj)
static SignatureDef	getDefaultInstance()
SignatureDef	getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor	getDescriptor()
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>	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.
org.nd4j.shade.protobuf.Parser<SignatureDef>	getParserForType()
int	getSerializedSize()
org.nd4j.shade.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
protected org.nd4j.shade.protobuf.MapField	internalGetMapField(int number)
boolean	isInitialized()
static SignatureDef.Builder	newBuilder()
static SignatureDef.Builder	newBuilder(SignatureDef prototype)
SignatureDef.Builder	newBuilderForType()
protected SignatureDef.Builder	newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static SignatureDef	parseDelimitedFrom(InputStream input)
static SignatureDef	parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef	parseFrom(byte[] data)
static SignatureDef	parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef	parseFrom(ByteBuffer data)
static SignatureDef	parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef	parseFrom(org.nd4j.shade.protobuf.ByteString data)
static SignatureDef	parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static SignatureDef	parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef	parseFrom(InputStream input)
static SignatureDef	parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<SignatureDef>	parser()
SignatureDef.Builder	toBuilder()
void	writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)

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

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

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

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

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

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

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

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

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

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

INPUTS_FIELD_NUMBER

public static final int INPUTS_FIELD_NUMBER

See Also:

Constant Field Values

OUTPUTS_FIELD_NUMBER

public static final int OUTPUTS_FIELD_NUMBER

See Also:

Constant Field Values

METHOD_NAME_FIELD_NUMBER

public static final int METHOD_NAME_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class org.nd4j.shade.protobuf.GeneratedMessageV3

getUnknownFields

public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

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

Overrides:

getUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3

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

internalGetFieldAccessorTable

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

Specified by:

internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3

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

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

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

isInitialized

public final boolean isInitialized()

Specified by:

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

Overrides:

isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3

writeTo

public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface org.nd4j.shade.protobuf.MessageLite

Overrides:

writeTo in class org.nd4j.shade.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface org.nd4j.shade.protobuf.MessageLite

Overrides:

getSerializedSize in class org.nd4j.shade.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface org.nd4j.shade.protobuf.Message

Overrides:

equals in class org.nd4j.shade.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface org.nd4j.shade.protobuf.Message

Overrides:

hashCode in class org.nd4j.shade.protobuf.AbstractMessage

parseFrom

public static SignatureDef parseFrom(ByteBuffer data)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static SignatureDef parseFrom(ByteBuffer data,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static SignatureDef parseFrom(org.nd4j.shade.protobuf.ByteString data)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static SignatureDef parseFrom(org.nd4j.shade.protobuf.ByteString data,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static SignatureDef parseFrom(byte[] data)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static SignatureDef parseFrom(byte[] data,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws org.nd4j.shade.protobuf.InvalidProtocolBufferException

Throws:

org.nd4j.shade.protobuf.InvalidProtocolBufferException

parseFrom

public static SignatureDef parseFrom(InputStream input)
                              throws IOException

Throws:

IOException

parseFrom

public static SignatureDef parseFrom(InputStream input,
                                     org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                              throws IOException

Throws:

IOException

parseDelimitedFrom

public static SignatureDef parseDelimitedFrom(InputStream input)
                                       throws IOException

Throws:

IOException

parseDelimitedFrom

public static SignatureDef parseDelimitedFrom(InputStream input,
                                              org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws IOException

Throws:

IOException

parseFrom

public static SignatureDef parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
                              throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public SignatureDef.Builder newBuilderForType()

Specified by:

newBuilderForType in interface org.nd4j.shade.protobuf.Message

Specified by:

newBuilderForType in interface org.nd4j.shade.protobuf.MessageLite

newBuilder

public static SignatureDef.Builder newBuilder()

newBuilder

public static SignatureDef.Builder newBuilder(SignatureDef prototype)

toBuilder

public SignatureDef.Builder toBuilder()

Specified by:

toBuilder in interface org.nd4j.shade.protobuf.Message

Specified by:

toBuilder in interface org.nd4j.shade.protobuf.MessageLite

newBuilderForType

protected SignatureDef.Builder newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

getDefaultInstance

public static SignatureDef getDefaultInstance()

parser

public static org.nd4j.shade.protobuf.Parser<SignatureDef> parser()

getParserForType

public org.nd4j.shade.protobuf.Parser<SignatureDef> getParserForType()

Specified by:

getParserForType in interface org.nd4j.shade.protobuf.Message

Specified by:

getParserForType in interface org.nd4j.shade.protobuf.MessageLite

Overrides:

getParserForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public SignatureDef getDefaultInstanceForType()

Specified by:

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

Specified by:

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