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Logger

EasyLM uses the MLXU library for logging. Specifically, EasyLM uses the mlxu.WandBLogger module for logging. The WandBLogger module is a wrapper of the Weights & Biases library. The following options are available for configuring the WandBLogger module:

  • online: Whether to log online. If False, the logger will not upload to W&B service.
  • prefix: The prefix of the W&B project name.
  • project: The W&B project name.
  • output_dir: The output directory for checkpointing, can be a local directory or a Google Cloud Storage directory.
  • wandb_dir: The output directory for W&B logs. Must be a local directory.
  • random_delay: Whether to add a random delay to the logging process.
  • experiment_id: The experiment ID. If not specified, a random ID will be generated.
  • anonymous: Whether to log anonymously.
  • notes: The notes for the experiment.
  • entity: The W&B entity name.
  • prefix_to_id: Whether to add a prefix to the experiment ID.

For more information about the logger configuration, please refer to the MLXU library.