Exception types for TensorFlow errors.
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.
error_code_from_exception_type(...)
exception_type_from_error_code(...)
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/compat/v1/errors