Package org.tensorflow.framework

Enum RewriterConfig.MemOptType

java.lang.Object
java.lang.Enum<RewriterConfig.MemOptType>
org.tensorflow.framework.RewriterConfig.MemOptType
All Implemented Interfaces:
com.google.protobuf.Internal.EnumLite, com.google.protobuf.ProtocolMessageEnum, java.io.Serializable, java.lang.Comparable<RewriterConfig.MemOptType>, java.lang.constant.Constable
Enclosing class:
RewriterConfig
public static enum RewriterConfig.MemOptType
extends java.lang.Enum<RewriterConfig.MemOptType>
implements com.google.protobuf.ProtocolMessageEnum
Protobuf enum tensorflow.RewriterConfig.MemOptType

  • Nested Class Summary

    Nested classes/interfaces inherited from class java.lang.Enum

    java.lang.Enum.EnumDesc<E extends java.lang.Enum<E>>

  • Enum Constant Summary

    Enum Constants 
    Enum Constant Description
    DEFAULT_MEM_OPT
    The default setting (SCHEDULING and SWAPPING HEURISTICS only)
    HEURISTICS
    Use any combination of swapping and recomputation heuristics.
    MANUAL
    Driven by manual op-level annotations.
    NO_MEM_OPT
    Disabled in the meta-optimizer.
    RECOMPUTATION_HEURISTICS
    Recomputation heuristics will recompute ops (such as Relu activation) during backprop instead of storing them, reducing peak memory usage.
    SCHEDULING_HEURISTICS
    Scheduling will split big ops such as AddN and try to enforce a schedule of the new computations that decreases peak memory usage.
    SWAPPING_HEURISTICS
    Swapping heuristic will move a tensor from the GPU to the CPU and move it back when needed to reduce peak memory usage.
    UNRECOGNIZED  

  • Field Summary

    Fields 
    Modifier and Type Field Description
    static int DEFAULT_MEM_OPT_VALUE
    The default setting (SCHEDULING and SWAPPING HEURISTICS only)
    static int HEURISTICS_VALUE
    Use any combination of swapping and recomputation heuristics.
    static int MANUAL_VALUE
    Driven by manual op-level annotations.
    static int NO_MEM_OPT_VALUE
    Disabled in the meta-optimizer.
    static int RECOMPUTATION_HEURISTICS_VALUE
    Recomputation heuristics will recompute ops (such as Relu activation) during backprop instead of storing them, reducing peak memory usage.
    static int SCHEDULING_HEURISTICS_VALUE
    Scheduling will split big ops such as AddN and try to enforce a schedule of the new computations that decreases peak memory usage.
    static int SWAPPING_HEURISTICS_VALUE
    Swapping heuristic will move a tensor from the GPU to the CPU and move it back when needed to reduce peak memory usage.

  • Method Summary

    Modifier and Type Method Description
    static RewriterConfig.MemOptType forNumber​(int value)  
    static com.google.protobuf.Descriptors.EnumDescriptor getDescriptor()  
    com.google.protobuf.Descriptors.EnumDescriptor getDescriptorForType()  
    int getNumber()  
    com.google.protobuf.Descriptors.EnumValueDescriptor getValueDescriptor()  
    static com.google.protobuf.Internal.EnumLiteMap<RewriterConfig.MemOptType> internalGetValueMap()  
    static RewriterConfig.MemOptType valueOf​(int value)
    Deprecated.
    static RewriterConfig.MemOptType valueOf​(com.google.protobuf.Descriptors.EnumValueDescriptor desc)
    Returns the enum constant of this type with the specified name.
    static RewriterConfig.MemOptType valueOf​(java.lang.String name)
    Returns the enum constant of this type with the specified name.
    static RewriterConfig.MemOptType[] values()
    Returns an array containing the constants of this enum type, in the order they are declared.

    Methods inherited from class java.lang.Enum

    clone, compareTo, describeConstable, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

    Methods inherited from class java.lang.Object

    getClass, notify, notifyAll, wait, wait, wait

  • Enum Constant Details

  • Field Details

  • Method Details

    • values

      public static RewriterConfig.MemOptType[] values()
      Returns an array containing the constants of this enum type, in the order they are declared.
      Returns:
      an array containing the constants of this enum type, in the order they are declared

    • valueOf

      public static RewriterConfig.MemOptType valueOf​(java.lang.String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      Parameters:
      name - the name of the enum constant to be returned.
      Returns:
      the enum constant with the specified name
      Throws:
      java.lang.IllegalArgumentException - if this enum type has no constant with the specified name
      java.lang.NullPointerException - if the argument is null

    • getNumber

      public final int getNumber()
      Specified by:
      getNumber in interface com.google.protobuf.Internal.EnumLite
      Specified by:
      getNumber in interface com.google.protobuf.ProtocolMessageEnum

    • valueOf

      @Deprecated public static RewriterConfig.MemOptType valueOf​(int value)
      Deprecated.
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      Parameters:
      value - the name of the enum constant to be returned.
      Returns:
      the enum constant with the specified name
      Throws:
      java.lang.IllegalArgumentException - if this enum type has no constant with the specified name
      java.lang.NullPointerException - if the argument is null

    • forNumber

      public static RewriterConfig.MemOptType forNumber​(int value)
      Parameters:
      value - The numeric wire value of the corresponding enum entry.
      Returns:
      The enum associated with the given numeric wire value.

    • internalGetValueMap

      public static com.google.protobuf.Internal.EnumLiteMap<RewriterConfig.MemOptType> internalGetValueMap()

    • getValueDescriptor

      public final com.google.protobuf.Descriptors.EnumValueDescriptor getValueDescriptor()
      Specified by:
      getValueDescriptor in interface com.google.protobuf.ProtocolMessageEnum

    • getDescriptorForType

      public final com.google.protobuf.Descriptors.EnumDescriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.ProtocolMessageEnum

    • getDescriptor

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

    • valueOf

      public static RewriterConfig.MemOptType valueOf​(com.google.protobuf.Descriptors.EnumValueDescriptor desc)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      Parameters:
      desc - the name of the enum constant to be returned.
      Returns:
      the enum constant with the specified name
      Throws:
      java.lang.IllegalArgumentException - if this enum type has no constant with the specified name
      java.lang.NullPointerException - if the argument is null