Enum TensorDebugMode

java.lang.Object
java.lang.Enum<TensorDebugMode>
org.tensorflow.proto.TensorDebugMode
All Implemented Interfaces:
Internal.EnumLite, ProtocolMessageEnum, Serializable, Comparable<TensorDebugMode>
public enum TensorDebugMode extends Enum<TensorDebugMode> implements ProtocolMessageEnum
Available modes for extracting debugging information from a Tensor.
TODO(cais): Document the detailed column names and semantics in a separate
markdown file once the implementation settles.
Protobuf enum tensorflow.TensorDebugMode

  • Enum Constant Details

    • UNSPECIFIED

      public static final TensorDebugMode UNSPECIFIED
      UNSPECIFIED = 0;

    • NO_TENSOR

      public static final TensorDebugMode NO_TENSOR
      Only records what tensors are computed, eagerly or in graphs.
No information regarding the value of the tensor is available.
      NO_TENSOR = 1;

    • CURT_HEALTH

      public static final TensorDebugMode CURT_HEALTH
      A minimalist health summary for float-type tensors.
Contains information only about the presence/absence of pathological
values including Infinity and NaN.
Applicable only to float dtypes.
      CURT_HEALTH = 2;

    • CONCISE_HEALTH

      public static final TensorDebugMode CONCISE_HEALTH
      A concise health summary for float-type tensors.
Contains more information that CURT_HEALTH.
Infinity and NaN are treated differently.
Applicable only to float and integer dtypes.
      CONCISE_HEALTH = 3;

    • FULL_HEALTH

      public static final TensorDebugMode FULL_HEALTH
      A detailed health summary.
Contains further detailed information than `CONCISE_HEALTH`.
Information about device, dtype and shape are included.
Counts for various types of values (Infinity, NaN, negative, zero,
positive) are included.
Applicable to float, integer and boolean dtypes.
      FULL_HEALTH = 4;

    • SHAPE

      public static final TensorDebugMode SHAPE
      Provides full runtime shape information, up to a maximum rank, beyond
which the dimension sizes are truncated.
      SHAPE = 5;

    • FULL_NUMERICS

      public static final TensorDebugMode FULL_NUMERICS
      Full numeric summary.
Including device, dtype, shape, counts of various types of values
(Infinity, NaN, negative, zero, positive), and summary statistics
(minimum, maximum, mean and variance).
Applicable to float, integer and boolean dtypes.
      FULL_NUMERICS = 6;

    • FULL_TENSOR

      public static final TensorDebugMode FULL_TENSOR
      Full tensor value.
      FULL_TENSOR = 7;

    • REDUCE_INF_NAN_THREE_SLOTS

      public static final TensorDebugMode REDUCE_INF_NAN_THREE_SLOTS
      Reduce the elements of a tensor to a rank-1 tensor of shape [3], in which
- the 1st element is -inf if any element of the tensor is -inf,
  or zero otherwise.
- the 2nd element is +inf if any element of the tensor is +inf,
  or zero otherwise.
- the 3rd element is nan if any element of the tensor is nan, or zero
  otherwise.
      REDUCE_INF_NAN_THREE_SLOTS = 8;

    • UNRECOGNIZED

      public static final TensorDebugMode UNRECOGNIZED

  • Field Details

    • UNSPECIFIED_VALUE

      public static final int UNSPECIFIED_VALUE
      UNSPECIFIED = 0;
      See Also:

    • NO_TENSOR_VALUE

      public static final int NO_TENSOR_VALUE
      Only records what tensors are computed, eagerly or in graphs.
No information regarding the value of the tensor is available.
      NO_TENSOR = 1;
      See Also:

    • CURT_HEALTH_VALUE

      public static final int CURT_HEALTH_VALUE
      A minimalist health summary for float-type tensors.
Contains information only about the presence/absence of pathological
values including Infinity and NaN.
Applicable only to float dtypes.
      CURT_HEALTH = 2;
      See Also:

    • CONCISE_HEALTH_VALUE

      public static final int CONCISE_HEALTH_VALUE
      A concise health summary for float-type tensors.
Contains more information that CURT_HEALTH.
Infinity and NaN are treated differently.
Applicable only to float and integer dtypes.
      CONCISE_HEALTH = 3;
      See Also:

    • FULL_HEALTH_VALUE

      public static final int FULL_HEALTH_VALUE
      A detailed health summary.
Contains further detailed information than `CONCISE_HEALTH`.
Information about device, dtype and shape are included.
Counts for various types of values (Infinity, NaN, negative, zero,
positive) are included.
Applicable to float, integer and boolean dtypes.
      FULL_HEALTH = 4;
      See Also:

    • SHAPE_VALUE

      public static final int SHAPE_VALUE
      Provides full runtime shape information, up to a maximum rank, beyond
which the dimension sizes are truncated.
      SHAPE = 5;
      See Also:

    • FULL_NUMERICS_VALUE

      public static final int FULL_NUMERICS_VALUE
      Full numeric summary.
Including device, dtype, shape, counts of various types of values
(Infinity, NaN, negative, zero, positive), and summary statistics
(minimum, maximum, mean and variance).
Applicable to float, integer and boolean dtypes.
      FULL_NUMERICS = 6;
      See Also:

    • FULL_TENSOR_VALUE

      public static final int FULL_TENSOR_VALUE
      Full tensor value.
      FULL_TENSOR = 7;
      See Also:

    • REDUCE_INF_NAN_THREE_SLOTS_VALUE

      public static final int REDUCE_INF_NAN_THREE_SLOTS_VALUE
      Reduce the elements of a tensor to a rank-1 tensor of shape [3], in which
- the 1st element is -inf if any element of the tensor is -inf,
  or zero otherwise.
- the 2nd element is +inf if any element of the tensor is +inf,
  or zero otherwise.
- the 3rd element is nan if any element of the tensor is nan, or zero
  otherwise.
      REDUCE_INF_NAN_THREE_SLOTS = 8;
      See Also:

  • Method Details

    • values

      public static TensorDebugMode[] 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 TensorDebugMode valueOf(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:
      IllegalArgumentException - if this enum type has no constant with the specified name
      NullPointerException - if the argument is null

    • getNumber

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

    • valueOf

      @Deprecated public static TensorDebugMode 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:
      IllegalArgumentException - if this enum type has no constant with the specified name
      NullPointerException - if the argument is null

    • forNumber

      public static TensorDebugMode 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 Internal.EnumLiteMap<TensorDebugMode> internalGetValueMap()

    • getValueDescriptor

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

    • getDescriptorForType

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

    • getDescriptor

      public static final Descriptors.EnumDescriptor getDescriptor()

    • valueOf

      public static TensorDebugMode valueOf(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:
      IllegalArgumentException - if this enum type has no constant with the specified name
      NullPointerException - if the argument is null