Package org.platanios.tensorflow.proto

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

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      java.lang.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.
      java.lang.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.
      java.lang.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()
      .org.platanios.tensorflow.proto.SaverDef.CheckpointFormatVersion version = 7;
      int getVersionValue()
      .org.platanios.tensorflow.proto.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 Detail

      • getFilenameTensorName

        java.lang.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

        java.lang.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

        java.lang.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()
        .org.platanios.tensorflow.proto.SaverDef.CheckpointFormatVersion version = 7;
        Returns:
        The enum numeric value on the wire for version.