def _init(self):
self._loggers = []
for cls in self._logger_cls_list:
try:
self._loggers.append(cls(self.config, self.logdir, self.trial))
except Exception as exc:
logger.warning("Could not instantiate %s: %s.", cls.__name__,
str(exc))
self._log_syncer = get_node_syncer(self.logdir,
remote_dir=self.logdir,
sync_function=self._sync_function)
def get_trial_node_syncer(trial: TrialStub, tmpdir: str) -> NodeSyncer:
global _trial_node_syncers
if trial not in _trial_node_syncers:
optional_cloud_syncer = detect_sync_to_driver(sync_to_driver=True)
node_syncer = get_node_syncer(tmpdir,
remote_dir=trial.local_dir,
sync_function=optional_cloud_syncer)
_trial_node_syncers[trial] = node_syncer
return _trial_node_syncers[trial]
def _create_trial_syncer(self, trial: "Trial"):
sync_fn = self._get_sync_fn(trial)
return get_node_syncer(trial.logdir,
remote_dir=trial.logdir,
sync_function=sync_fn)
