Package org.tensorflow.framework

Class 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 Detail

      • 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>

      • 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

      • containsInputs

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

      • 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;

      • containsOutputs

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

      • 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>