Module: tf.errors

Exception types for TensorFlow errors.

Classes

class AbortedError: The operation was aborted, typically due to a concurrent action.

class AlreadyExistsError: Raised when an entity that we attempted to create already exists.

class CancelledError: Raised when an operation or step is cancelled.

class DataLossError: Raised when unrecoverable data loss or corruption is encountered.

class DeadlineExceededError: Raised when a deadline expires before an operation could complete.

class FailedPreconditionError: Operation was rejected because the system is not in a state to execute it.

class InternalError: Raised when the system experiences an internal error.

class InvalidArgumentError: Raised when an operation receives an invalid argument.

class NotFoundError: Raised when a requested entity (e.g., a file or directory) was not found.

class OpError: A generic error that is raised when TensorFlow execution fails.

class OutOfRangeError: Raised when an operation iterates past the valid input range.

class PermissionDeniedError: Raised when the caller does not have permission to run an operation.

class ResourceExhaustedError: Some resource has been exhausted.

class UnauthenticatedError: The request does not have valid authentication credentials.

class UnavailableError: Raised when the runtime is currently unavailable.

class UnimplementedError: Raised when an operation has not been implemented.

class UnknownError: Unknown error.

class raise_exception_on_not_ok_status: Context manager to check for C API status.

Functions

error_code_from_exception_type(...)

exception_type_from_error_code(...)

Other Members

  • ABORTED = 10
  • ALREADY_EXISTS = 6
  • CANCELLED = 1
  • DATA_LOSS = 15
  • DEADLINE_EXCEEDED = 4
  • FAILED_PRECONDITION = 9
  • INTERNAL = 13
  • INVALID_ARGUMENT = 3
  • NOT_FOUND = 5
  • OK = 0
  • OUT_OF_RANGE = 11
  • PERMISSION_DENIED = 7
  • RESOURCE_EXHAUSTED = 8
  • UNAUTHENTICATED = 16
  • UNAVAILABLE = 14
  • UNIMPLEMENTED = 12
  • UNKNOWN = 2

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/errors