SignatureDef

public final class 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 tipo tensorflow.SignatureDef

Classes aninhadas

aula 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

Métodos Públicos

boleano
containsInputs (chave String)
 Named input parameters.
boleano
containsOutputs (chave String)
 Named output parameters.
boleano
igual a (objeto obj)
estática SignatureDef
getDefaultInstance ()
SignatureDef
getDefaultInstanceForType ()
final static com.google.protobuf.Descriptors.Descriptor
getDescriptor ()
Map <String, TensorInfo >
getInputs ()
Use getInputsMap() vez disso.
int
getInputsCount ()
 Named input parameters.
Map <String, TensorInfo >
getInputsMap ()
 Named input parameters.
TensorInfo
getInputsOrDefault (String key, TensorInfo defaultValue)
 Named input parameters.
TensorInfo
getInputsOrThrow (chave String)
 Named input parameters.
Fragmento
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.
Map <String, TensorInfo >
getOutputs ()
getOutputsMap() vez disso, use getOutputsMap() .
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.
getParserForType ()
int
getSerializedSize ()
final com.google.protobuf.UnknownFieldSet
getUnknownFields ()
int
hashCode ()
final booleano
isInitialized ()
static SignatureDef.Builder
newBuilder (protótipo SignatureDef )
static SignatureDef.Builder
newBuilder ()
SignatureDef.Builder
newBuilderForType ()
estática SignatureDef
parseDelimitedFrom (InputStream input)
estática SignatureDef
parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
estática SignatureDef
parseFrom (dados ByteBuffer)
estática SignatureDef
parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
estática SignatureDef
parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
estática SignatureDef
parseFrom (com.google.protobuf.CodedInputStream input)
estática SignatureDef
parseFrom (byte [] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
estática SignatureDef
parseFrom (com.google.protobuf.ByteString data)
estática SignatureDef
parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
estática SignatureDef
parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
estático
analisador ()
SignatureDef.Builder
toBuilder ()
vazio
writeTo (saída com.google.protobuf.CodedOutputStream)

Métodos herdados

Constantes

public static final int INPUTS_FIELD_NUMBER

Valor Constante: 1

public static final int METHOD_NAME_FIELD_NUMBER

Valor Constante: 3

public static final int OUTPUTS_FIELD_NUMBER

Valor constante: 2

Métodos Públicos

public boolean containsInputs (String key) 

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

public boolean containsOutputs (String key) 

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

public boolean equals (Object obj)

public static SignatureDef getDefaultInstance ()

public SignatureDef getDefaultInstanceForType ()

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

public Map <String, TensorInfo > getInputs ()

Use getInputsMap() vez disso.

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 (String key, TensorInfo defaultValue) 

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

public TensorInfo getInputsOrThrow (String key) 

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

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;

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 ()

getOutputsMap() vez disso, use 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 (String key, TensorInfo defaultValue) 

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

public TensorInfo getOutputsOrThrow (String key) 

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

público getParserForType ()

public int getSerializedSize ()

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

public int hashCode ()

public final boolean isInitialized ()

public static SignatureDef.Builder newBuilder (protótipo SignatureDef )

public static SignatureDef.Builder newBuilder ()

public SignatureDef.Builder newBuilderForType ()

public static SignatureDef parseDelimitedFrom (InputStream input)

Lança
IOException

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

Lança
IOException

public static SignatureDef parseFrom (dados ByteBuffer)

Lança
InvalidProtocolBufferException

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

Lança
IOException

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

Lança
InvalidProtocolBufferException

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

Lança
IOException

public static SignatureDef parseFrom (byte [] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Lança
InvalidProtocolBufferException

public static SignatureDef parseFrom (com.google.protobuf.ByteString data)

Lança
InvalidProtocolBufferException

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

Lança
IOException

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

Lança
InvalidProtocolBufferException

estática pública analisador ()

public SignatureDef.Builder toBuilder ()

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

Lança
IOException