--- description: Explore how to use the on-train, on-validation, on-pretrain, and on-predict callbacks in Ultralytics. Learn to update params, save models, and add integration callbacks. keywords: Ultralytics, Callbacks, On-train, On-validation, On-pretrain, On-predict, Parameters update, Model saving, Integration callbacks --- ## on_pretrain_routine_start --- ### ::: ultralytics.utils.callbacks.base.on_pretrain_routine_start

## on_pretrain_routine_end --- ### ::: ultralytics.utils.callbacks.base.on_pretrain_routine_end

## on_train_start --- ### ::: ultralytics.utils.callbacks.base.on_train_start

## on_train_epoch_start --- ### ::: ultralytics.utils.callbacks.base.on_train_epoch_start

## on_train_batch_start --- ### ::: ultralytics.utils.callbacks.base.on_train_batch_start

## optimizer_step --- ### ::: ultralytics.utils.callbacks.base.optimizer_step

## on_before_zero_grad --- ### ::: ultralytics.utils.callbacks.base.on_before_zero_grad

## on_train_batch_end --- ### ::: ultralytics.utils.callbacks.base.on_train_batch_end

## on_train_epoch_end --- ### ::: ultralytics.utils.callbacks.base.on_train_epoch_end

## on_fit_epoch_end --- ### ::: ultralytics.utils.callbacks.base.on_fit_epoch_end

## on_model_save --- ### ::: ultralytics.utils.callbacks.base.on_model_save

## on_train_end --- ### ::: ultralytics.utils.callbacks.base.on_train_end

## on_params_update --- ### ::: ultralytics.utils.callbacks.base.on_params_update

## teardown --- ### ::: ultralytics.utils.callbacks.base.teardown

## on_val_start --- ### ::: ultralytics.utils.callbacks.base.on_val_start

## on_val_batch_start --- ### ::: ultralytics.utils.callbacks.base.on_val_batch_start

## on_val_batch_end --- ### ::: ultralytics.utils.callbacks.base.on_val_batch_end

## on_val_end --- ### ::: ultralytics.utils.callbacks.base.on_val_end

## on_predict_start --- ### ::: ultralytics.utils.callbacks.base.on_predict_start

## on_predict_batch_start --- ### ::: ultralytics.utils.callbacks.base.on_predict_batch_start

## on_predict_batch_end --- ### ::: ultralytics.utils.callbacks.base.on_predict_batch_end

## on_predict_postprocess_end --- ### ::: ultralytics.utils.callbacks.base.on_predict_postprocess_end

## on_predict_end --- ### ::: ultralytics.utils.callbacks.base.on_predict_end

## on_export_start --- ### ::: ultralytics.utils.callbacks.base.on_export_start

## on_export_end --- ### ::: ultralytics.utils.callbacks.base.on_export_end

## get_default_callbacks --- ### ::: ultralytics.utils.callbacks.base.get_default_callbacks

## add_integration_callbacks --- ### ::: ultralytics.utils.callbacks.base.add_integration_callbacks