tf.errors.OpError

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A generic error that is raised when TensorFlow execution fails.

View aliases

Main aliases

`tf.OpError`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.OpError, tf.compat.v1.errors.OpError, `tf.compat.v2.errors.OpError`

tf.errors.OpError(
    node_def, op, message, error_code
)

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

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.

Attributes
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. Note: 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.