Reduce duplicated logging code, standardize logs#777
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jpdunc23
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Feb 2, 2026
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Thanks for the nice cleanup. I noticed a couple of minor inconsistencies and an unused arg. Otherwise, LGTM.
| config=config, env_vars=env_vars, resumable=resumable, **kwargs | ||
| config = to_flat_dict(dataclasses.asdict(self)) | ||
| self.logging.configure_logging( | ||
| self.experiment_dir, log_filename, config=config, resumable=True |
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| self.experiment_dir, log_filename, config=config, resumable=True | |
| self.experiment_dir, log_filename, config=config, resumable=False |
| self.logging.configure_wandb( | ||
| config=config, env_vars=env_vars, resumable=resumable, **kwargs | ||
| self.logging.configure_logging( | ||
| self.experiment_dir, log_filename, config=config, resumable=True |
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| self.experiment_dir, log_filename, config=config, resumable=True | |
| self.experiment_dir, log_filename, config=config, resumable=False |
| experiment_dir: str, | ||
| log_filename: str, | ||
| config: Mapping[str, Any], | ||
| resumable: bool = False, |
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The default value for resumable was changed from True to False. Please double check that resumable=True is explicitly passed everywhere configure_wandb was previously called without the resumable argument.
| def configure_wandb( | ||
| self, env_vars: dict | None = None, resumable: bool = False, **kwargs | ||
| ): | ||
| config = to_flat_dict(dataclasses.asdict(self)) |
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Should remove to_flat_dict here (and other inference entrypoints) as was done in the training scripts?
| experiment_dir=experiment_dir, | ||
| resumable=resumable, | ||
| dir=wandb_dir, | ||
| **kwargs, |
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**kwargs is not longer used. Do we need it?
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This PR moves low-level logging logic into the configure_logging helper, which now configures all types of logging including wandb.
All entrypoints now log all of the information we log at the start of runs.
Changes:
LoggingConfig.configure_loggingnow takes inconfigandresumablearguments for configuring WandB.Reduced duplicated logging code in train and inference entrypoints.
Tests added
Resolves #536