Package org.tensorflow.util

Interface SaverDefOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
SaverDef, SaverDef.Builder
public interface SaverDefOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Summary

    Modifier and Type
    Method
    Description
    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.
    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.
    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;

    Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

    isInitialized

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

  • Method Details

    • getFilenameTensorName

      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;
      Returns:
      The filenameTensorName.

    • getFilenameTensorNameBytes

      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;
      Returns:
      The bytes for filenameTensorName.

    • getSaveTensorName

      String getSaveTensorName()
       The operation to run when saving a model checkpoint.
      string save_tensor_name = 2;
      Returns:
      The saveTensorName.

    • getSaveTensorNameBytes

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

    • getRestoreOpName

      String getRestoreOpName()
       The operation to run when restoring a model checkpoint.
      string restore_op_name = 3;
      Returns:
      The restoreOpName.

    • getRestoreOpNameBytes

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

    • getMaxToKeep

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

    • getSharded

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

    • getKeepCheckpointEveryNHours

      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;
      Returns:
      The keepCheckpointEveryNHours.

    • getVersionValue

      int getVersionValue()
      .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
      Returns:
      The enum numeric value on the wire for version.

    • getVersion

      SaverDef.CheckpointFormatVersion getVersion()
      .tensorflow.SaverDef.CheckpointFormatVersion version = 7;
      Returns:
      The version.