Package org.tensorflow.framework

Class SignatureDef.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderType>
com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>
org.tensorflow.framework.SignatureDef.Builder
All Implemented Interfaces:
com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, java.lang.Cloneable, SignatureDefOrBuilder
Enclosing class:
SignatureDef
public static final class SignatureDef.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>
implements SignatureDefOrBuilder
 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"
 }
Protobuf type tensorflow.SignatureDef

  • Method Details

    • getDescriptor

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

    • internalGetMapField

      protected com.google.protobuf.MapField internalGetMapField​(int number)
      Overrides:
      internalGetMapField in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • internalGetMutableMapField

      protected com.google.protobuf.MapField internalGetMutableMapField​(int number)
      Overrides:
      internalGetMutableMapField in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • clear

      public SignatureDef.Builder clear()
      Specified by:
      clear in interface com.google.protobuf.Message.Builder
      Specified by:
      clear in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clear in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • getDescriptorForType

      public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.Message.Builder
      Specified by:
      getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • getDefaultInstanceForType

      public SignatureDef getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

    • build

      public SignatureDef build()
      Specified by:
      build in interface com.google.protobuf.Message.Builder
      Specified by:
      build in interface com.google.protobuf.MessageLite.Builder

    • buildPartial

      public SignatureDef buildPartial()
      Specified by:
      buildPartial in interface com.google.protobuf.Message.Builder
      Specified by:
      buildPartial in interface com.google.protobuf.MessageLite.Builder

    • clone

      public SignatureDef.Builder clone()
      Specified by:
      clone in interface com.google.protobuf.Message.Builder
      Specified by:
      clone in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clone in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • setField

      public SignatureDef.Builder setField​(com.google.protobuf.Descriptors.FieldDescriptor field, java.lang.Object value)
      Specified by:
      setField in interface com.google.protobuf.Message.Builder
      Overrides:
      setField in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • clearField

      public SignatureDef.Builder clearField​(com.google.protobuf.Descriptors.FieldDescriptor field)
      Specified by:
      clearField in interface com.google.protobuf.Message.Builder
      Overrides:
      clearField in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • clearOneof

      public SignatureDef.Builder clearOneof​(com.google.protobuf.Descriptors.OneofDescriptor oneof)
      Specified by:
      clearOneof in interface com.google.protobuf.Message.Builder
      Overrides:
      clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • setRepeatedField

      public SignatureDef.Builder setRepeatedField​(com.google.protobuf.Descriptors.FieldDescriptor field, int index, java.lang.Object value)
      Specified by:
      setRepeatedField in interface com.google.protobuf.Message.Builder
      Overrides:
      setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • addRepeatedField

      public SignatureDef.Builder addRepeatedField​(com.google.protobuf.Descriptors.FieldDescriptor field, java.lang.Object value)
      Specified by:
      addRepeatedField in interface com.google.protobuf.Message.Builder
      Overrides:
      addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • mergeFrom

      public SignatureDef.Builder mergeFrom​(com.google.protobuf.Message other)
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<SignatureDef.Builder>

    • mergeFrom

      public SignatureDef.Builder mergeFrom​(SignatureDef other)

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • mergeFrom

      public SignatureDef.Builder mergeFrom​(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Specified by:
      mergeFrom in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<SignatureDef.Builder>
      Throws:
      java.io.IOException

    • getInputsCount

      public int getInputsCount()
      Description copied from interface: SignatureDefOrBuilder
       Named input parameters.
      map<string, .tensorflow.TensorInfo> inputs = 1;
      Specified by:
      getInputsCount in interface SignatureDefOrBuilder

    • containsInputs

      public boolean containsInputs​(java.lang.String key)
       Named input parameters.
      map<string, .tensorflow.TensorInfo> inputs = 1;
      Specified by:
      containsInputs in interface SignatureDefOrBuilder

    • getInputs

      @Deprecated public java.util.Map<java.lang.String,​TensorInfo> getInputs()
      Deprecated.
      Use getInputsMap() instead.
      Specified by:
      getInputs in interface SignatureDefOrBuilder

    • getInputsMap

      public java.util.Map<java.lang.String,​TensorInfo> getInputsMap()
       Named input parameters.
      map<string, .tensorflow.TensorInfo> inputs = 1;
      Specified by:
      getInputsMap in interface SignatureDefOrBuilder

    • getInputsOrDefault

      public TensorInfo getInputsOrDefault​(java.lang.String key, TensorInfo defaultValue)
       Named input parameters.
      map<string, .tensorflow.TensorInfo> inputs = 1;
      Specified by:
      getInputsOrDefault in interface SignatureDefOrBuilder

    • getInputsOrThrow

      public TensorInfo getInputsOrThrow​(java.lang.String key)
       Named input parameters.
      map<string, .tensorflow.TensorInfo> inputs = 1;
      Specified by:
      getInputsOrThrow in interface SignatureDefOrBuilder

    • clearInputs

      public SignatureDef.Builder clearInputs()

    • removeInputs

      public SignatureDef.Builder removeInputs​(java.lang.String key)
       Named input parameters.
      map<string, .tensorflow.TensorInfo> inputs = 1;

    • getMutableInputs

      @Deprecated public java.util.Map<java.lang.String,​TensorInfo> getMutableInputs()
      Deprecated.
      Use alternate mutation accessors instead.

    • putInputs

      public SignatureDef.Builder putInputs​(java.lang.String key, TensorInfo value)
       Named input parameters.
      map<string, .tensorflow.TensorInfo> inputs = 1;

    • putAllInputs

      public SignatureDef.Builder putAllInputs​(java.util.Map<java.lang.String,​TensorInfo> values)
       Named input parameters.
      map<string, .tensorflow.TensorInfo> inputs = 1;

    • getOutputsCount

      public int getOutputsCount()
      Description copied from interface: SignatureDefOrBuilder
       Named output parameters.
      map<string, .tensorflow.TensorInfo> outputs = 2;
      Specified by:
      getOutputsCount in interface SignatureDefOrBuilder

    • containsOutputs

      public boolean containsOutputs​(java.lang.String key)
       Named output parameters.
      map<string, .tensorflow.TensorInfo> outputs = 2;
      Specified by:
      containsOutputs in interface SignatureDefOrBuilder

    • getOutputs

      @Deprecated public java.util.Map<java.lang.String,​TensorInfo> getOutputs()
      Deprecated.
      Use getOutputsMap() instead.
      Specified by:
      getOutputs in interface SignatureDefOrBuilder

    • getOutputsMap

      public java.util.Map<java.lang.String,​TensorInfo> getOutputsMap()
       Named output parameters.
      map<string, .tensorflow.TensorInfo> outputs = 2;
      Specified by:
      getOutputsMap in interface SignatureDefOrBuilder

    • getOutputsOrDefault

      public TensorInfo getOutputsOrDefault​(java.lang.String key, TensorInfo defaultValue)
       Named output parameters.
      map<string, .tensorflow.TensorInfo> outputs = 2;
      Specified by:
      getOutputsOrDefault in interface SignatureDefOrBuilder

    • getOutputsOrThrow

      public TensorInfo getOutputsOrThrow​(java.lang.String key)
       Named output parameters.
      map<string, .tensorflow.TensorInfo> outputs = 2;
      Specified by:
      getOutputsOrThrow in interface SignatureDefOrBuilder

    • clearOutputs

      public SignatureDef.Builder clearOutputs()

    • removeOutputs

      public SignatureDef.Builder removeOutputs​(java.lang.String key)
       Named output parameters.
      map<string, .tensorflow.TensorInfo> outputs = 2;

    • getMutableOutputs

      @Deprecated public java.util.Map<java.lang.String,​TensorInfo> getMutableOutputs()
      Deprecated.
      Use alternate mutation accessors instead.

    • putOutputs

      public SignatureDef.Builder putOutputs​(java.lang.String key, TensorInfo value)
       Named output parameters.
      map<string, .tensorflow.TensorInfo> outputs = 2;

    • putAllOutputs

      public SignatureDef.Builder putAllOutputs​(java.util.Map<java.lang.String,​TensorInfo> values)
       Named output parameters.
      map<string, .tensorflow.TensorInfo> outputs = 2;

    • getMethodName

      public java.lang.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;
      Specified by:
      getMethodName in interface SignatureDefOrBuilder
      Returns:
      The methodName.

    • getMethodNameBytes

      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;
      Specified by:
      getMethodNameBytes in interface SignatureDefOrBuilder
      Returns:
      The bytes for methodName.

    • setMethodName

      public SignatureDef.Builder setMethodName​(java.lang.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;
      Parameters:
      value - The methodName to set.
      Returns:
      This builder for chaining.

    • clearMethodName

      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;
      Returns:
      This builder for chaining.

    • setMethodNameBytes

      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;
      Parameters:
      value - The bytes for methodName to set.
      Returns:
      This builder for chaining.

    • setUnknownFields

      public final SignatureDef.Builder setUnknownFields​(com.google.protobuf.UnknownFieldSet unknownFields)
      Specified by:
      setUnknownFields in interface com.google.protobuf.Message.Builder
      Overrides:
      setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>

    • mergeUnknownFields

      public final SignatureDef.Builder mergeUnknownFields​(com.google.protobuf.UnknownFieldSet unknownFields)
      Specified by:
      mergeUnknownFields in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<SignatureDef.Builder>