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 de type tensorflow.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 (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

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