TorchLiter
module torchliter.exception
Exceptions used by the Engine class.
class BreakIteration
BreakIteration Exception.
Parameters
———- shutdown_engine : bool If flag variable shutdown_engine (the default is False) is True, the Engine object will kill both the interation and the epochs
Attributes ———- shutdown_engine
method BreakIteration.__init__
__init__(shutdown_engine: bool = False)
class ContinueIteration
ContinueIteration Exception.
When raised, the Engine iteration will continue.
class BadBatchError
BadBatchError Exception, subclass of ContinueIteration.
If current batch of data is corrupted, skip current batch and fetch a new batch and then continue.
class StopEngine
StopEngine Exception, subclass of BreakIteration.
When raised at batch iteration level, if shutdown_engine=True then reraise BreakIteration to terminate engine.
method StopEngine.__init__
__init__()
class GradientExplosionError
GradientExplosionError, subclass of StopEngine.
method GradientExplosionError.__init__
__init__()
class FoundNanError
FoundNanError, subclass of StopEngine.
method FoundNanError.__init__
__init__()
class EarlyStopping
EarlyStopping, subclass of StopEngine.
method EarlyStopping.__init__
__init__()