Package org.tensorflow.util

Class SaverDef

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
org.tensorflow.util.SaverDef
All Implemented Interfaces:
com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable, SaverDefOrBuilder
public final class SaverDef extends com.google.protobuf.GeneratedMessageV3 implements SaverDefOrBuilder
 Protocol buffer representing the configuration of a Saver.
Protobuf type tensorflow.SaverDef
See Also:

  • Nested Class Summary

    Nested Classes
    Modifier and Type
    Class
    Description
    static final class 
    SaverDef.Builder
    Protocol buffer representing the configuration of a Saver.
    static enum 
    SaverDef.CheckpointFormatVersion
    A version number that identifies a different on-disk checkpoint format.

    Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

    com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

    com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final int
    FILENAME_TENSOR_NAME_FIELD_NUMBER
     
    static final int
    KEEP_CHECKPOINT_EVERY_N_HOURS_FIELD_NUMBER
     
    static final int
    MAX_TO_KEEP_FIELD_NUMBER
     
    static final int
    RESTORE_OP_NAME_FIELD_NUMBER
     
    static final int
    SAVE_TENSOR_NAME_FIELD_NUMBER
     
    static final int
    SHARDED_FIELD_NUMBER
     
    static final int
    VERSION_FIELD_NUMBER
     

    Fields inherited from class com.google.protobuf.GeneratedMessageV3

    alwaysUseFieldBuilders, unknownFields

    Fields inherited from class com.google.protobuf.AbstractMessage

    memoizedSize

    Fields inherited from class com.google.protobuf.AbstractMessageLite

    memoizedHashCode

  • Method Summary

    Modifier and Type
    Method
    Description
    boolean
    equals(Object obj)
     
    static SaverDef
    getDefaultInstance()
     
    SaverDef
    getDefaultInstanceForType()
     
    static final com.google.protobuf.Descriptors.Descriptor
    getDescriptor()
     
    String
    getFilenameTensorName()
    The name of the tensor in which to specify the filename when saving or restoring a model checkpoint.
    com.google.protobuf.ByteString
    getFilenameTensorNameBytes()
    The name of the tensor in which to specify the filename when saving or restoring a model checkpoint.
    float
    getKeepCheckpointEveryNHours()
    How often to keep an additional checkpoint.
    int
    getMaxToKeep()
    Maximum number of checkpoints to keep.
    com.google.protobuf.Parser<SaverDef>
    getParserForType()
     
    String
    getRestoreOpName()
    The operation to run when restoring a model checkpoint.
    com.google.protobuf.ByteString
    getRestoreOpNameBytes()
    The operation to run when restoring a model checkpoint.
    String
    getSaveTensorName()
    The operation to run when saving a model checkpoint.
    com.google.protobuf.ByteString
    getSaveTensorNameBytes()
    The operation to run when saving a model checkpoint.
    int
    getSerializedSize()
     
    boolean
    getSharded()
    Shard the save files, one per device that has Variable nodes.
    SaverDef.CheckpointFormatVersion
    getVersion()
    .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
    int
    getVersionValue()
    .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
    int
    hashCode()
     
    protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable
    internalGetFieldAccessorTable()
     
    final boolean
    isInitialized()
     
    static SaverDef.Builder
    newBuilder()
     
    static SaverDef.Builder
    newBuilder(SaverDef prototype)
     
    SaverDef.Builder
    newBuilderForType()
     
    protected SaverDef.Builder
    newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
     
    protected Object
    newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
     
    static SaverDef
    parseDelimitedFrom(InputStream input)
     
    static SaverDef
    parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static SaverDef
    parseFrom(byte[] data)
     
    static SaverDef
    parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static SaverDef
    parseFrom(com.google.protobuf.ByteString data)
     
    static SaverDef
    parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static SaverDef
    parseFrom(com.google.protobuf.CodedInputStream input)
     
    static SaverDef
    parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static SaverDef
    parseFrom(InputStream input)
     
    static SaverDef
    parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static SaverDef
    parseFrom(ByteBuffer data)
     
    static SaverDef
    parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static com.google.protobuf.Parser<SaverDef>
    parser()
     
    SaverDef.Builder
    toBuilder()
     
    void
    writeTo(com.google.protobuf.CodedOutputStream output)
     

    Methods inherited from class com.google.protobuf.GeneratedMessageV3

    canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

    Methods inherited from class com.google.protobuf.AbstractMessage

    findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

    Methods inherited from class com.google.protobuf.AbstractMessageLite

    addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from class java.lang.Object

    clone, finalize, getClass, notify, notifyAll, wait, wait, wait

    Methods inherited from interface com.google.protobuf.MessageLite

    toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

    findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

  • Field Details

    • FILENAME_TENSOR_NAME_FIELD_NUMBER

      public static final int FILENAME_TENSOR_NAME_FIELD_NUMBER
      See Also:

    • SAVE_TENSOR_NAME_FIELD_NUMBER

      public static final int SAVE_TENSOR_NAME_FIELD_NUMBER
      See Also:

    • RESTORE_OP_NAME_FIELD_NUMBER

      public static final int RESTORE_OP_NAME_FIELD_NUMBER
      See Also:

    • MAX_TO_KEEP_FIELD_NUMBER

      public static final int MAX_TO_KEEP_FIELD_NUMBER
      See Also:

    • SHARDED_FIELD_NUMBER

      public static final int SHARDED_FIELD_NUMBER
      See Also:

    • KEEP_CHECKPOINT_EVERY_N_HOURS_FIELD_NUMBER

      public static final int KEEP_CHECKPOINT_EVERY_N_HOURS_FIELD_NUMBER
      See Also:

    • VERSION_FIELD_NUMBER

      public static final int VERSION_FIELD_NUMBER
      See Also:

  • Method Details

    • newInstance

      protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
      Overrides:
      newInstance in class com.google.protobuf.GeneratedMessageV3

    • getDescriptor

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

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

    • getFilenameTensorName

      public String getFilenameTensorName()
       The name of the tensor in which to specify the filename when saving or
 restoring a model checkpoint.
      string filename_tensor_name = 1;
      Specified by:
      getFilenameTensorName in interface SaverDefOrBuilder
      Returns:
      The filenameTensorName.

    • getFilenameTensorNameBytes

      public com.google.protobuf.ByteString getFilenameTensorNameBytes()
       The name of the tensor in which to specify the filename when saving or
 restoring a model checkpoint.
      string filename_tensor_name = 1;
      Specified by:
      getFilenameTensorNameBytes in interface SaverDefOrBuilder
      Returns:
      The bytes for filenameTensorName.

    • getSaveTensorName

      public String getSaveTensorName()
       The operation to run when saving a model checkpoint.
      string save_tensor_name = 2;
      Specified by:
      getSaveTensorName in interface SaverDefOrBuilder
      Returns:
      The saveTensorName.

    • getSaveTensorNameBytes

      public com.google.protobuf.ByteString getSaveTensorNameBytes()
       The operation to run when saving a model checkpoint.
      string save_tensor_name = 2;
      Specified by:
      getSaveTensorNameBytes in interface SaverDefOrBuilder
      Returns:
      The bytes for saveTensorName.

    • getRestoreOpName

      public String getRestoreOpName()
       The operation to run when restoring a model checkpoint.
      string restore_op_name = 3;
      Specified by:
      getRestoreOpName in interface SaverDefOrBuilder
      Returns:
      The restoreOpName.

    • getRestoreOpNameBytes

      public com.google.protobuf.ByteString getRestoreOpNameBytes()
       The operation to run when restoring a model checkpoint.
      string restore_op_name = 3;
      Specified by:
      getRestoreOpNameBytes in interface SaverDefOrBuilder
      Returns:
      The bytes for restoreOpName.

    • getMaxToKeep

      public int getMaxToKeep()
       Maximum number of checkpoints to keep.  If 0, no checkpoints are deleted.
      int32 max_to_keep = 4;
      Specified by:
      getMaxToKeep in interface SaverDefOrBuilder
      Returns:
      The maxToKeep.

    • getSharded

      public boolean getSharded()
       Shard the save files, one per device that has Variable nodes.
      bool sharded = 5;
      Specified by:
      getSharded in interface SaverDefOrBuilder
      Returns:
      The sharded.

    • getKeepCheckpointEveryNHours

      public float getKeepCheckpointEveryNHours()
       How often to keep an additional checkpoint. If not specified, only the last
 "max_to_keep" checkpoints are kept; if specified, in addition to keeping
 the last "max_to_keep" checkpoints, an additional checkpoint will be kept
 for every n hours of training.
      float keep_checkpoint_every_n_hours = 6;
      Specified by:
      getKeepCheckpointEveryNHours in interface SaverDefOrBuilder
      Returns:
      The keepCheckpointEveryNHours.

    • getVersionValue

      public int getVersionValue()
      .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
      Specified by:
      getVersionValue in interface SaverDefOrBuilder
      Returns:
      The enum numeric value on the wire for version.

    • getVersion

      public SaverDef.CheckpointFormatVersion getVersion()
      .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
      Specified by:
      getVersion in interface SaverDefOrBuilder
      Returns:
      The version.

    • isInitialized

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

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessageV3
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessageV3

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static SaverDef parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static SaverDef parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static SaverDef parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static SaverDef parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static SaverDef parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static SaverDef parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static SaverDef parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static SaverDef parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static SaverDef parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static SaverDef parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static SaverDef parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static SaverDef parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public SaverDef.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static SaverDef.Builder newBuilder()

    • newBuilder

      public static SaverDef.Builder newBuilder(SaverDef prototype)

    • toBuilder

      public SaverDef.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected SaverDef.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
      Specified by:
      newBuilderForType in class com.google.protobuf.GeneratedMessageV3

    • getDefaultInstance

      public static SaverDef getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<SaverDef> parser()

    • getParserForType

      public com.google.protobuf.Parser<SaverDef> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessageV3

    • getDefaultInstanceForType

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