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: The base class for TensorFlow exceptions.
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(...)
| 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 | 
    © 2022 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
    https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/compat/v1/errors