SignatureDef

classe finale publique SignatureDef

 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"
 }
 

tensorflow.SignatureDef de type Protobuf.SignatureDef

Classes imbriquées

classe

SignatureDef.Builder

SignatureDef defines the signature of a computation supported by a TensorFlow graph.

Constantes

int	INPUTS_FIELD_NUMBER
int	METHOD_NAME_FIELD_NUMBER
int	OUTPUTS_FIELD_NUMBER

Méthodes publiques

booléen	containInputs (clé de chaîne) Named input parameters.
booléen	contient des sorties (clé de chaîne) Named output parameters.
booléen	est égal à (Obj objet)
SignatureDef statique	getDefaultInstance ()
SignatureDef	getDefaultInstanceForType ()
final statique com.google.protobuf.Descriptors.Descriptor	getDescripteur ()
Carte<String, TensorInfo >	getInputs () Utilisez plutôt getInputsMap() .
int	getInputsCount () Named input parameters.
Carte<String, TensorInfo >	getInputsMap () Named input parameters.
TensorInfo	getInputsOrDefault (clé de chaîne, TensorInfo defaultValue) Named input parameters.
TensorInfo	getInputsOrThrow (clé de chaîne) Named input parameters.
Chaîne	getMethodName () Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.
com.google.protobuf.ByteString	getMethodNameBytes () Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.
Carte<String, TensorInfo >	getOutputs () Utilisez plutôt getOutputsMap() .
int	getOutputsCount () Named output parameters.
Carte<String, TensorInfo >	getOutputsMap () Named output parameters.
TensorInfo	getOutputsOrDefault (clé de chaîne, TensorInfo defaultValue) Named output parameters.
TensorInfo	getOutputsOrThrow (clé de chaîne) Named output parameters.
	getParserForType ()
int	getSerializedSize ()
final com.google.protobuf.UnknownFieldSet	getUnknownFields ()
int	Code de hachage ()
booléen final	estInitialisé ()
SignatureDef.Builder statique	newBuilder (prototype SignatureDef )
SignatureDef.Builder statique	nouveauBuilder ()
SignatureDef.Builder	nouveauBuilderForType ()
SignatureDef statique	parseDelimitedFrom (entrée InputStream)
SignatureDef statique	parseDelimitedFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
SignatureDef statique	parseFrom (données ByteBuffer)
SignatureDef statique	parseFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
SignatureDef statique	parseFrom (données ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
SignatureDef statique	parseFrom (entrée com.google.protobuf.CodedInputStream)
SignatureDef statique	parseFrom (données octet[], com.google.protobuf.ExtensionRegistryLite extensionRegistry)
SignatureDef statique	parseFrom (données com.google.protobuf.ByteString)
SignatureDef statique	parseFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
SignatureDef statique	parseFrom (données com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
statique	analyseur ()
SignatureDef.Builder	toBuilder ()
vide	writeTo (sortie com.google.protobuf.CodedOutputStream)

Méthodes héritées

De la classe java.lang.Object

booléen	est égal à (Objet arg0)
Classe finale<?>	obtenirClasse ()
int	Code de hachage ()
vide final	notifier ()
vide final	notifierTous ()
Chaîne	àChaîne ()
vide final	attendre (long arg0, int arg1)
vide final	attendez (long arg0)
vide final	attendez ()

Depuis l'interface org.tensorflow.proto.framework.SignatureDefOrBuilder

booléen abstrait	containInputs (clé de chaîne) Named input parameters.
booléen abstrait	contient des sorties (clé de chaîne) Named output parameters.
Carte abstraite<String, TensorInfo >	getInputs () Utilisez plutôt getInputsMap() .
abstrait entier	getInputsCount () Named input parameters.
Carte abstraite<String, TensorInfo >	getInputsMap () Named input parameters.
résumé TensorInfo	getInputsOrDefault (clé de chaîne, TensorInfo defaultValue) Named input parameters.
résumé TensorInfo	getInputsOrThrow (clé de chaîne) Named input parameters.
chaîne abstraite	getMethodName () Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.
résumé com.google.protobuf.ByteString	getMethodNameBytes () Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.
Carte abstraite<String, TensorInfo >	getOutputs () Utilisez plutôt getOutputsMap() .
abstrait entier	getOutputsCount () Named output parameters.
Carte abstraite<String, TensorInfo >	getOutputsMap () Named output parameters.
résumé TensorInfo	getOutputsOrDefault (clé de chaîne, TensorInfo defaultValue) Named output parameters.
résumé TensorInfo	getOutputsOrThrow (clé de chaîne) Named output parameters.

Constantes

public statique final int INPUTS_FIELD_NUMBER

Valeur constante : 1

public statique final int METHOD_NAME_FIELD_NUMBER

Valeur constante : 3

public statique final entier OUTPUTS_FIELD_NUMBER

Valeur constante : 2

Méthodes publiques

public boolean containInputs (clé de chaîne)

 Named input parameters.
 

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

public boolean containOutputs (clé de chaîne)

 Named output parameters.
 

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

public booléen égal (Objet obj)

public statique SignatureDef getDefaultInstance ()

public SignatureDef getDefaultInstanceForType ()

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

public Map<String, TensorInfo > getInputs ()

Utilisez plutôt getInputsMap() .

public int getInputsCount ()

 Named input parameters.
 

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

public Map<String, TensorInfo > getInputsMap ()

 Named input parameters.
 

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

public TensorInfo getInputsOrDefault (clé de chaîne, TensorInfo defaultValue)

 Named input parameters.
 

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

public TensorInfo getInputsOrThrow (clé de chaîne)

 Named input parameters.
 

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

chaîne publique 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;

public com.google.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;

public Map<String, TensorInfo > getOutputs ()

Utilisez plutôt getOutputsMap() .

public int getOutputsCount ()

 Named output parameters.
 

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

public Map<String, TensorInfo > getOutputsMap ()

 Named output parameters.
 

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

public TensorInfo getOutputsOrDefault (clé de chaîne, TensorInfo defaultValue)

 Named output parameters.
 

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

public TensorInfo getOutputsOrThrow (clé de chaîne)

 Named output parameters.
 

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

publique getParserForType ()

public int getSerializedSize ()

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

code de hachage int public ()

public final booléen isInitialized ()

public statique SignatureDef.Builder newBuilder (prototype SignatureDef )

public statique SignatureDef.Builder newBuilder ()

public SignatureDef.Builder newBuilderForType ()

public static SignatureDef parseDelimitedFrom (entrée InputStream)

Jetés

IOException

public static SignatureDef parseDelimitedFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés

IOException

public static SignatureDef parseFrom (données ByteBuffer)

Jetés

InvalidProtocolBufferException

public static SignatureDef parseFrom (entrée com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés

IOException

public static SignatureDef parseFrom (données ByteBuffer, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés

InvalidProtocolBufferException

public static SignatureDef parseFrom (entrée com.google.protobuf.CodedInputStream)

Jetés

IOException

public static SignatureDef parseFrom (données octet[], com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés

InvalidProtocolBufferException

public statique SignatureDef parseFrom (données com.google.protobuf.ByteString)

Jetés

InvalidProtocolBufferException

public static SignatureDef parseFrom (entrée InputStream, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés

IOException

public static SignatureDef parseFrom (données com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Jetés

InvalidProtocolBufferException

public statique analyseur ()

public SignatureDef.Builder toBuilder ()

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

Jetés

IOException