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 | |
SignatureDef | |
final static com.google.protobuf.Descriptors.Descriptor | |
Map <String, TensorInfo > | getInputs () Use getInputsMap() vez disso. |
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 > | 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. |
int | |
final com.google.protobuf.UnknownFieldSet | |
int | hashCode () |
final booleano | |
static SignatureDef.Builder | newBuilder (protótipo SignatureDef ) |
static SignatureDef.Builder | newBuilder () |
SignatureDef.Builder | |
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 final com.google.protobuf.Descriptors.Descriptor getDescriptor ()
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 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 parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Lança
IOException |
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public static SignatureDef parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Lança
IOException |
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public static SignatureDef parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Lança
InvalidProtocolBufferException |
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public static SignatureDef parseFrom (entrada com.google.protobuf.CodedInputStream)
Lança
IOException |
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public static SignatureDef parseFrom (byte [] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Lança
InvalidProtocolBufferException |
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public static SignatureDef parseFrom (com.google.protobuf.ByteString data)
Lança
InvalidProtocolBufferException |
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public static SignatureDef parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Lança
IOException |
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public static SignatureDef parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
Lança
InvalidProtocolBufferException |
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estática pública analisador ()
public void writeTo (saída com.google.protobuf.CodedOutputStream)
Lança
IOException |
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