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Update training_tricks.py #3151

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merged 4 commits into from
Aug 26, 2020
Merged

Update training_tricks.py #3151

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47fece8
Update training_tricks.py
LeeJZh Aug 25, 2020
19210ae
pep
rohitgr7 Aug 25, 2020
a939494
Merge branch 'master' into master
mergify[bot] Aug 25, 2020
9854c61
Merge branch 'master' into master
mergify[bot] Aug 26, 2020
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3 changes: 3 additions & 0 deletions pytorch_lightning/trainer/training_tricks.py
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Original file line number Diff line number Diff line change
Expand Up @@ -213,6 +213,7 @@ def scale_batch_size(self,
def __scale_batch_dump_params(self):
# Prevent going into infinite loop
self.__dumped_params = {
'auto_lr_find': self.auto_lr_find,
'max_steps': self.max_steps,
'weights_summary': self.weights_summary,
'logger': self.logger,
Expand All @@ -226,6 +227,7 @@ def __scale_batch_dump_params(self):

def __scale_batch_reset_params(self, model, steps_per_trial):
self.auto_scale_batch_size = None # prevent recursion
self.auto_lr_find = False # avoid lr find being called multiple times
self.max_steps = steps_per_trial # take few steps
self.weights_summary = None # not needed before full run
self.logger = DummyLogger()
Expand All @@ -237,6 +239,7 @@ def __scale_batch_reset_params(self, model, steps_per_trial):
self.model = model # required for saving

def __scale_batch_restore_params(self):
self.auto_lr_find = self.__dumped_params['auto_lr_find']
self.max_steps = self.__dumped_params['max_steps']
self.weights_summary = self.__dumped_params['weights_summary']
self.logger = self.__dumped_params['logger']
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