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Modify the Trainer class to handle simultaneous execution of Ray Tune and Weights & Biases #10823

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merged 2 commits into from
Mar 22, 2021
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Modify the Trainer class to handle simultaneous execution of Ray Tune and Weights & Biases #10823

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4e0866c
Modify the _hp_search_setup method on the Trainer class to handle the…
ruanchaves Mar 20, 2021
88af2c8
Reformat single quotes as double quotes.
ruanchaves Mar 20, 2021
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6 changes: 5 additions & 1 deletion src/transformers/trainer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -700,8 +700,12 @@ def _hp_search_setup(self, trial: Union["optuna.Trial", Dict[str, Any]]):

if self.hp_search_backend is None or trial is None:
return
if self.hp_search_backend == HPSearchBackend.OPTUNA:
params = self.hp_space(trial)
elif self.hp_search_backend == HPSearchBackend.RAY:
params = trial
params.pop("wandb", None)

params = self.hp_space(trial) if self.hp_search_backend == HPSearchBackend.OPTUNA else trial
for key, value in params.items():
if not hasattr(self.args, key):
raise AttributeError(
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