Package org.tensorflow.framework

Class VariableDef

  • All Implemented Interfaces:
    Serializable, org.nd4j.shade.protobuf.Message, org.nd4j.shade.protobuf.MessageLite, org.nd4j.shade.protobuf.MessageLiteOrBuilder, org.nd4j.shade.protobuf.MessageOrBuilder, VariableDefOrBuilder
    public final class VariableDef
extends org.nd4j.shade.protobuf.GeneratedMessageV3
implements VariableDefOrBuilder
     Protocol buffer representing a Variable.
    Protobuf type tensorflow.VariableDef
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  VariableDef.Builder
      Protocol buffer representing a Variable.

      • Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3

        org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage,​BuilderType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,​BuilderType>>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable, org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter

      • Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.AbstractMessageLite

        org.nd4j.shade.protobuf.AbstractMessageLite.InternalOneOfEnum

    • Field Detail

      • VARIABLE_NAME_FIELD_NUMBER

        public static final int VARIABLE_NAME_FIELD_NUMBER
        See Also:
        Constant Field Values

      • INITIAL_VALUE_NAME_FIELD_NUMBER

        public static final int INITIAL_VALUE_NAME_FIELD_NUMBER
        See Also:
        Constant Field Values

      • INITIALIZER_NAME_FIELD_NUMBER

        public static final int INITIALIZER_NAME_FIELD_NUMBER
        See Also:
        Constant Field Values

      • SNAPSHOT_NAME_FIELD_NUMBER

        public static final int SNAPSHOT_NAME_FIELD_NUMBER
        See Also:
        Constant Field Values

      • SAVE_SLICE_INFO_DEF_FIELD_NUMBER

        public static final int SAVE_SLICE_INFO_DEF_FIELD_NUMBER
        See Also:
        Constant Field Values

      • IS_RESOURCE_FIELD_NUMBER

        public static final int IS_RESOURCE_FIELD_NUMBER
        See Also:
        Constant Field Values

    • Method Detail

      • newInstance

        protected Object newInstance​(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getUnknownFields

        public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
        Specified by:
        getUnknownFields in interface org.nd4j.shade.protobuf.MessageOrBuilder
        Overrides:
        getUnknownFields in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDescriptor

        public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()

      • internalGetFieldAccessorTable

        protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getVariableNameBytes

        public org.nd4j.shade.protobuf.ByteString getVariableNameBytes()
         Name of the variable tensor.
        string variable_name = 1;
        Specified by:
        getVariableNameBytes in interface VariableDefOrBuilder
        Returns:
        The bytes for variableName.

      • getInitialValueName

        public String getInitialValueName()
         Name of the tensor holding the variable's initial value.
        string initial_value_name = 6;
        Specified by:
        getInitialValueName in interface VariableDefOrBuilder
        Returns:
        The initialValueName.

      • getInitialValueNameBytes

        public org.nd4j.shade.protobuf.ByteString getInitialValueNameBytes()
         Name of the tensor holding the variable's initial value.
        string initial_value_name = 6;
        Specified by:
        getInitialValueNameBytes in interface VariableDefOrBuilder
        Returns:
        The bytes for initialValueName.

      • getInitializerNameBytes

        public org.nd4j.shade.protobuf.ByteString getInitializerNameBytes()
         Name of the initializer op.
        string initializer_name = 2;
        Specified by:
        getInitializerNameBytes in interface VariableDefOrBuilder
        Returns:
        The bytes for initializerName.

      • getSnapshotNameBytes

        public org.nd4j.shade.protobuf.ByteString getSnapshotNameBytes()
         Name of the snapshot tensor.
        string snapshot_name = 3;
        Specified by:
        getSnapshotNameBytes in interface VariableDefOrBuilder
        Returns:
        The bytes for snapshotName.

      • hasSaveSliceInfoDef

        public boolean hasSaveSliceInfoDef()
         Support for saving variables as slices of a larger variable.
        .tensorflow.SaveSliceInfoDef save_slice_info_def = 4;
        Specified by:
        hasSaveSliceInfoDef in interface VariableDefOrBuilder
        Returns:
        Whether the saveSliceInfoDef field is set.

      • getSaveSliceInfoDef

        public SaveSliceInfoDef getSaveSliceInfoDef()
         Support for saving variables as slices of a larger variable.
        .tensorflow.SaveSliceInfoDef save_slice_info_def = 4;
        Specified by:
        getSaveSliceInfoDef in interface VariableDefOrBuilder
        Returns:
        The saveSliceInfoDef.

      • getIsResource

        public boolean getIsResource()
         Whether to represent this as a ResourceVariable.
        bool is_resource = 5;
        Specified by:
        getIsResource in interface VariableDefOrBuilder
        Returns:
        The isResource.

      • getTrainable

        public boolean getTrainable()
         Whether this variable should be trained.
        bool trainable = 7;
        Specified by:
        getTrainable in interface VariableDefOrBuilder
        Returns:
        The trainable.

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • writeTo

        public void writeTo​(org.nd4j.shade.protobuf.CodedOutputStream output)
             throws IOException
        Specified by:
        writeTo in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        writeTo in class org.nd4j.shade.protobuf.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getSerializedSize in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • equals

        public boolean equals​(Object obj)
        Specified by:
        equals in interface org.nd4j.shade.protobuf.Message
        Overrides:
        equals in class org.nd4j.shade.protobuf.AbstractMessage

      • hashCode

        public int hashCode()
        Specified by:
        hashCode in interface org.nd4j.shade.protobuf.Message
        Overrides:
        hashCode in class org.nd4j.shade.protobuf.AbstractMessage

      • parseFrom

        public static VariableDef parseFrom​(ByteBuffer data)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static VariableDef parseFrom​(ByteBuffer data,
                                    org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static VariableDef parseFrom​(org.nd4j.shade.protobuf.ByteString data)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static VariableDef parseFrom​(org.nd4j.shade.protobuf.ByteString data,
                                    org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static VariableDef parseFrom​(byte[] data)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static VariableDef parseFrom​(byte[] data,
                                    org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
        Throws:
        org.nd4j.shade.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static VariableDef parseFrom​(org.nd4j.shade.protobuf.CodedInputStream input,
                                    org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws IOException
        Throws:
        IOException

      • newBuilderForType

        public VariableDef.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        newBuilderForType in interface org.nd4j.shade.protobuf.MessageLite

      • toBuilder

        public VariableDef.Builder toBuilder()
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.Message
        Specified by:
        toBuilder in interface org.nd4j.shade.protobuf.MessageLite

      • newBuilderForType

        protected VariableDef.Builder newBuilderForType​(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDefaultInstance

        public static VariableDef getDefaultInstance()

      • parser

        public static org.nd4j.shade.protobuf.Parser<VariableDef> parser()

      • getParserForType

        public org.nd4j.shade.protobuf.Parser<VariableDef> getParserForType()
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.Message
        Specified by:
        getParserForType in interface org.nd4j.shade.protobuf.MessageLite
        Overrides:
        getParserForType in class org.nd4j.shade.protobuf.GeneratedMessageV3

      • getDefaultInstanceForType

        public VariableDef getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface org.nd4j.shade.protobuf.MessageOrBuilder