System Info:
-
Ray version:
1.8.0 -
Python version:
3.8
Hello, I have been encountered some problems by using Tune, when i set TimeoutStopper. It arise if no error occurs: After a period of time,the set time threshold is reached, then always output the following logs:
2023-04-13 09:02:40,851 WARNING ray_trial_executor.py:146 -- Skipping cleanup - trainable.stop did not return in time. Consider making `stop` a faster operation. 2023-04-13 09:03:40,857 WARNING ray_trial_executor.py:146 -- Skipping cleanup - trainable.stop did not return in time. Consider making `stop` a faster operation. 2023-04-13 09:04:40,867 WARNING ray_trial_executor.py:146 -- Skipping cleanup - trainable.stop did not return in time. Consider making `stop` a faster operation. 2023-04-13 09:06:08,007 WARNING ray_trial_executor.py:146 -- Skipping cleanup - trainable.stop did not return in time. Consider making `stop` a faster operation. 2023-04-13 09:07:08,015 WARNING ray_trial_executor.py:146 -- Skipping cleanup - trainable.stop did not return in time. Consider making `stop` a faster operation. 2023-04-13 09:08:08,022 WARNING ray_trial_executor.py:146 -- Skipping cleanup - trainable.stop did not return in time. Consider making `stop` a faster operation.
tune trainable code :
_analysis = tune.run(
tune.with_parameters(self._objective,
data=(x_train, x_valid, y_train, y_valid),
eval_metric=self.eval_metric,
haco_config=haco_config
),
name=self.name,
resume=False,
stop=TimeoutStopper(self.max_run_time),
metric=metric,
raise_on_failed_trial=False,
mode=self.mode,
search_alg=algo,
num_samples=self.max_iteration,
config=None,
verbose = 2,
progress_reporter= progress_reporter,
callbacks=self.callbacks
)
def _objective(self, config, data, eval_metric, haco_config):
...
choice_type = haco_config["target_type"]
component_name = config["component_name"]
params = config["params"]
component = components.get(self.target_type).get(component_name)
estimator = component(**params)
estimator.fit(data[0], data[2])
...
tune.report(**metrics)
I appreciate any help or hints.