public static final class SignatureDef.Builder
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 Métodos Públicos
| SignatureDef.Builder | addRepeatedField (campo com.google.protobuf.Descriptors.FieldDescriptor, valor do objeto) |
| SignatureDef | build () |
| SignatureDef | buildPartial () |
| SignatureDef.Builder | limpar () |
| SignatureDef.Builder | clearField (campo com.google.protobuf.Descriptors.FieldDescriptor) |
| 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 (com.google.protobuf.Descriptors.OneofDescriptor oneof) |
| SignatureDef.Builder | clearOutputs () |
| SignatureDef.Builder | clone () |
| boleano | containsInputs (chave String) Named input parameters. |
| boleano | containsOutputs (chave String) Named output parameters. |
| SignatureDef | |
| final static com.google.protobuf.Descriptors.Descriptor | |
| com.google.protobuf.Descriptors.Descriptor | |
| Map <String, TensorInfo > | getInputs () Em vez disso, use getInputsMap() . |
| int | getInputsCount () Named input parameters. |
| Map <String, TensorInfo > | getInputsMap () Named input parameters. |
| TensorInfo | |
| 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 > | getMutableInputs () Em vez disso, use acessadores de mutação alternativos. |
| Map <String, TensorInfo > | getMutableOutputs () Em vez disso, use acessadores de mutação alternativos. |
| Map <String, TensorInfo > | getOutputs () getOutputsMap() vez disso, use getOutputsMap() . |
| int | getOutputsCount () Named output parameters. |
| Map <String, TensorInfo > | getOutputsMap () Named output parameters. |
| TensorInfo | |
| TensorInfo | getOutputsOrThrow (String key) Named output parameters. |
| final booleano | |
| SignatureDef.Builder | mergeFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
| SignatureDef.Builder | mergeFrom (com.google.protobuf.Message other) |
| Final SignatureDef.Builder | mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields) |
| SignatureDef.Builder | |
| SignatureDef.Builder | |
| SignatureDef.Builder | |
| SignatureDef.Builder | |
| SignatureDef.Builder | removeInputs (chave String) Named input parameters. |
| SignatureDef.Builder | removeOutputs (chave String) Named output parameters. |
| SignatureDef.Builder | setField (campo com.google.protobuf.Descriptors.FieldDescriptor, valor do objeto) |
| SignatureDef.Builder | setMethodName (valor String) Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method. |
| SignatureDef.Builder | setMethodNameBytes (com.google.protobuf.ByteString value) Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method. |
| SignatureDef.Builder | setRepeatedField (campo com.google.protobuf.Descriptors.FieldDescriptor, índice int, valor do objeto) |
| Final SignatureDef.Builder | setUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields) |
Métodos herdados
Métodos Públicos
public SignatureDef.Builder addRepeatedField (campo com.google.protobuf.Descriptors.FieldDescriptor, valor do objeto)
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;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 static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()
public com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()
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 > getMutableInputs ()
Em vez disso, use acessadores de mutação alternativos.
public Map <String, TensorInfo > getMutableOutputs ()
Em vez disso, use acessadores de mutação alternativos.
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;public final boolean isInitialized ()
public SignatureDef.Builder mergeFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Lança
| IOException |
|---|
public final SignatureDef.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)
public SignatureDef.Builder putAllInputs (Mapear valores <String, TensorInfo >)
Named input parameters.
map<string, .tensorflow.TensorInfo> inputs = 1; public SignatureDef.Builder putAllOutputs (Map <String, TensorInfo > values)
Named output parameters.
map<string, .tensorflow.TensorInfo> outputs = 2; public SignatureDef.Builder putInputs (chave String, valor TensorInfo )
Named input parameters.
map<string, .tensorflow.TensorInfo> inputs = 1; public SignatureDef.Builder putOutputs (String key, TensorInfo value)
Named output parameters.
map<string, .tensorflow.TensorInfo> outputs = 2;public SignatureDef.Builder removeInputs (String key)
Named input parameters.
map<string, .tensorflow.TensorInfo> inputs = 1;public SignatureDef.Builder removeOutputs (chave String)
Named output parameters.
map<string, .tensorflow.TensorInfo> outputs = 2; public SignatureDef.Builder setField (campo com.google.protobuf.Descriptors.FieldDescriptor, valor Object)
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;public SignatureDef.Builder setMethodNameBytes (com.google.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;