physioex.train.logger.build_logger

physioex.train.logger.build_logger(kind='tensorboard', *, log_dir=None, run_name=None, hparams=None, tags=None, rank=0, project='physioex')

Instantiate a logger backend.

Parameters

kind:

"tensorboard" (default), "wandb", "none", or an already constructed Logger instance (returned as-is).

log_dir:

Directory for event files / offline runs. Required for real backends.

run_name:

Human-readable run name (defaults to the log dir basename).

hparams:

Hyper-parameters recorded once via Logger.log_hparams().

tags:

Optional run tags (used by W&B).

rank:

Distributed rank. Any non-zero rank yields a NoOpLogger.

Parameters:

• kind (str | Logger | None)

• log_dir (Path | str | None)

• run_name (str | None)

• hparams (Mapping[str, Any] | None)

• tags (Sequence[str] | None)

• rank (int)

• project (str)

Return type:

Logger