Allow resume model training from a specific checkpoint — luz_callback_resume_from_checkpoint • luz

Allow resume model training from a specific checkpoint

Usage

luz_callback_resume_from_checkpoint(
  path,
  ...,
  restore_model_state = TRUE,
  restore_records = FALSE,
  restore_optimizer_state = FALSE,
  restore_callbacks_state = FALSE
)

Arguments

path: Path to the checkpoint that you want to resume.
...: currently unused.
restore_model_state: Wether to restore the model state from the checkpoint.
restore_records: Wether to restore records from the checkpoint.
restore_optimizer_state: Wether to restore the optimizer state from the checkpoint.
restore_callbacks_state: Wether to restore the callbacks state from the checkpoint.

Note

Read the checkpointing article in the pkgdown website for more information.

See also

luz_callback_model_checkpoint()

Other luz_callbacks: luz_callback(), luz_callback_auto_resume(), luz_callback_csv_logger(), luz_callback_early_stopping(), luz_callback_interrupt(), luz_callback_keep_best_model(), luz_callback_lr_scheduler(), luz_callback_metrics(), luz_callback_mixed_precision(), luz_callback_mixup(), luz_callback_model_checkpoint(), luz_callback_profile(), luz_callback_progress(), luz_callback_train_valid()