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tf.errors.OpError

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Class OpError

A generic error that is raised when TensorFlow execution fails.

Aliases:

  • Class tf.compat.v1.OpError
  • Class tf.compat.v1.errors.OpError
  • Class tf.compat.v2.errors.OpError

Whenever possible, the session will raise a more specific subclass of OpError from the tf.errors module.

__init__

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__init__(
    node_def,
    op,
    message,
    error_code
)

Creates a new OpError indicating that a particular op failed.

Args:

  • node_def: The node_def_pb2.NodeDef proto representing the op that failed, if known; otherwise None.
  • op: The ops.Operation that failed, if known; otherwise None.
  • message: The message string describing the failure.
  • error_code: The error_codes_pb2.Code describing the error.

Properties

error_code

The integer error code that describes the error.

message

The error message that describes the error.

node_def

The NodeDef proto representing the op that failed.

op

The operation that failed, if known.

N.B. If the failed op was synthesized at runtime, e.g. a Send or Recv op, there will be no corresponding tf.Operation object. In that case, this will return None, and you should instead use the tf.errors.OpError.node_def to discover information about the op.

Returns:

The Operation that failed, or None.