ultralytics 8.0.136 refactor and simplify package (#3748)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>

docs/reference/utils/callbacks/base.md

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+## on_pretrain_routine_start
+---
+### ::: ultralytics.utils.callbacks.base.on_pretrain_routine_start
+<br><br>
+
+## on_pretrain_routine_end
+---
+### ::: ultralytics.utils.callbacks.base.on_pretrain_routine_end
+<br><br>
+
+## on_train_start
+---
+### ::: ultralytics.utils.callbacks.base.on_train_start
+<br><br>
+
+## on_train_epoch_start
+---
+### ::: ultralytics.utils.callbacks.base.on_train_epoch_start
+<br><br>
+
+## on_train_batch_start
+---
+### ::: ultralytics.utils.callbacks.base.on_train_batch_start
+<br><br>
+
+## optimizer_step
+---
+### ::: ultralytics.utils.callbacks.base.optimizer_step
+<br><br>
+
+## on_before_zero_grad
+---
+### ::: ultralytics.utils.callbacks.base.on_before_zero_grad
+<br><br>
+
+## on_train_batch_end
+---
+### ::: ultralytics.utils.callbacks.base.on_train_batch_end
+<br><br>
+
+## on_train_epoch_end
+---
+### ::: ultralytics.utils.callbacks.base.on_train_epoch_end
+<br><br>
+
+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.base.on_fit_epoch_end
+<br><br>
+
+## on_model_save
+---
+### ::: ultralytics.utils.callbacks.base.on_model_save
+<br><br>
+
+## on_train_end
+---
+### ::: ultralytics.utils.callbacks.base.on_train_end
+<br><br>
+
+## on_params_update
+---
+### ::: ultralytics.utils.callbacks.base.on_params_update
+<br><br>
+
+## teardown
+---
+### ::: ultralytics.utils.callbacks.base.teardown
+<br><br>
+
+## on_val_start
+---
+### ::: ultralytics.utils.callbacks.base.on_val_start
+<br><br>
+
+## on_val_batch_start
+---
+### ::: ultralytics.utils.callbacks.base.on_val_batch_start
+<br><br>
+
+## on_val_batch_end
+---
+### ::: ultralytics.utils.callbacks.base.on_val_batch_end
+<br><br>
+
+## on_val_end
+---
+### ::: ultralytics.utils.callbacks.base.on_val_end
+<br><br>
+
+## on_predict_start
+---
+### ::: ultralytics.utils.callbacks.base.on_predict_start
+<br><br>
+
+## on_predict_batch_start
+---
+### ::: ultralytics.utils.callbacks.base.on_predict_batch_start
+<br><br>
+
+## on_predict_batch_end
+---
+### ::: ultralytics.utils.callbacks.base.on_predict_batch_end
+<br><br>
+
+## on_predict_postprocess_end
+---
+### ::: ultralytics.utils.callbacks.base.on_predict_postprocess_end
+<br><br>
+
+## on_predict_end
+---
+### ::: ultralytics.utils.callbacks.base.on_predict_end
+<br><br>
+
+## on_export_start
+---
+### ::: ultralytics.utils.callbacks.base.on_export_start
+<br><br>
+
+## on_export_end
+---
+### ::: ultralytics.utils.callbacks.base.on_export_end
+<br><br>
+
+## get_default_callbacks
+---
+### ::: ultralytics.utils.callbacks.base.get_default_callbacks
+<br><br>
+
+## add_integration_callbacks
+---
+### ::: ultralytics.utils.callbacks.base.add_integration_callbacks
+<br><br>

docs/reference/utils/callbacks/clearml.md

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+## _log_debug_samples
+---
+### ::: ultralytics.utils.callbacks.clearml._log_debug_samples
+<br><br>
+
+## _log_plot
+---
+### ::: ultralytics.utils.callbacks.clearml._log_plot
+<br><br>
+
+## on_pretrain_routine_start
+---
+### ::: ultralytics.utils.callbacks.clearml.on_pretrain_routine_start
+<br><br>
+
+## on_train_epoch_end
+---
+### ::: ultralytics.utils.callbacks.clearml.on_train_epoch_end
+<br><br>
+
+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.clearml.on_fit_epoch_end
+<br><br>
+
+## on_val_end
+---
+### ::: ultralytics.utils.callbacks.clearml.on_val_end
+<br><br>
+
+## on_train_end
+---
+### ::: ultralytics.utils.callbacks.clearml.on_train_end
+<br><br>

docs/reference/utils/callbacks/comet.md

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+## _get_comet_mode
+---
+### ::: ultralytics.utils.callbacks.comet._get_comet_mode
+<br><br>
+
+## _get_comet_model_name
+---
+### ::: ultralytics.utils.callbacks.comet._get_comet_model_name
+<br><br>
+
+## _get_eval_batch_logging_interval
+---
+### ::: ultralytics.utils.callbacks.comet._get_eval_batch_logging_interval
+<br><br>
+
+## _get_max_image_predictions_to_log
+---
+### ::: ultralytics.utils.callbacks.comet._get_max_image_predictions_to_log
+<br><br>
+
+## _scale_confidence_score
+---
+### ::: ultralytics.utils.callbacks.comet._scale_confidence_score
+<br><br>
+
+## _should_log_confusion_matrix
+---
+### ::: ultralytics.utils.callbacks.comet._should_log_confusion_matrix
+<br><br>
+
+## _should_log_image_predictions
+---
+### ::: ultralytics.utils.callbacks.comet._should_log_image_predictions
+<br><br>
+
+## _get_experiment_type
+---
+### ::: ultralytics.utils.callbacks.comet._get_experiment_type
+<br><br>
+
+## _create_experiment
+---
+### ::: ultralytics.utils.callbacks.comet._create_experiment
+<br><br>
+
+## _fetch_trainer_metadata
+---
+### ::: ultralytics.utils.callbacks.comet._fetch_trainer_metadata
+<br><br>
+
+## _scale_bounding_box_to_original_image_shape
+---
+### ::: ultralytics.utils.callbacks.comet._scale_bounding_box_to_original_image_shape
+<br><br>
+
+## _format_ground_truth_annotations_for_detection
+---
+### ::: ultralytics.utils.callbacks.comet._format_ground_truth_annotations_for_detection
+<br><br>
+
+## _format_prediction_annotations_for_detection
+---
+### ::: ultralytics.utils.callbacks.comet._format_prediction_annotations_for_detection
+<br><br>
+
+## _fetch_annotations
+---
+### ::: ultralytics.utils.callbacks.comet._fetch_annotations
+<br><br>
+
+## _create_prediction_metadata_map
+---
+### ::: ultralytics.utils.callbacks.comet._create_prediction_metadata_map
+<br><br>
+
+## _log_confusion_matrix
+---
+### ::: ultralytics.utils.callbacks.comet._log_confusion_matrix
+<br><br>
+
+## _log_images
+---
+### ::: ultralytics.utils.callbacks.comet._log_images
+<br><br>
+
+## _log_image_predictions
+---
+### ::: ultralytics.utils.callbacks.comet._log_image_predictions
+<br><br>
+
+## _log_plots
+---
+### ::: ultralytics.utils.callbacks.comet._log_plots
+<br><br>
+
+## _log_model
+---
+### ::: ultralytics.utils.callbacks.comet._log_model
+<br><br>
+
+## on_pretrain_routine_start
+---
+### ::: ultralytics.utils.callbacks.comet.on_pretrain_routine_start
+<br><br>
+
+## on_train_epoch_end
+---
+### ::: ultralytics.utils.callbacks.comet.on_train_epoch_end
+<br><br>
+
+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.comet.on_fit_epoch_end
+<br><br>
+
+## on_train_end
+---
+### ::: ultralytics.utils.callbacks.comet.on_train_end
+<br><br>

docs/reference/utils/callbacks/dvc.md

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+## _logger_disabled
+---
+### ::: ultralytics.utils.callbacks.dvc._logger_disabled
+<br><br>
+
+## _log_images
+---
+### ::: ultralytics.utils.callbacks.dvc._log_images
+<br><br>
+
+## _log_plots
+---
+### ::: ultralytics.utils.callbacks.dvc._log_plots
+<br><br>
+
+## _log_confusion_matrix
+---
+### ::: ultralytics.utils.callbacks.dvc._log_confusion_matrix
+<br><br>
+
+## on_pretrain_routine_start
+---
+### ::: ultralytics.utils.callbacks.dvc.on_pretrain_routine_start
+<br><br>
+
+## on_pretrain_routine_end
+---
+### ::: ultralytics.utils.callbacks.dvc.on_pretrain_routine_end
+<br><br>
+
+## on_train_start
+---
+### ::: ultralytics.utils.callbacks.dvc.on_train_start
+<br><br>
+
+## on_train_epoch_start
+---
+### ::: ultralytics.utils.callbacks.dvc.on_train_epoch_start
+<br><br>
+
+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.dvc.on_fit_epoch_end
+<br><br>
+
+## on_train_end
+---
+### ::: ultralytics.utils.callbacks.dvc.on_train_end
+<br><br>

docs/reference/utils/callbacks/hub.md

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+## on_pretrain_routine_end
+---
+### ::: ultralytics.utils.callbacks.hub.on_pretrain_routine_end
+<br><br>
+
+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.hub.on_fit_epoch_end
+<br><br>
+
+## on_model_save
+---
+### ::: ultralytics.utils.callbacks.hub.on_model_save
+<br><br>
+
+## on_train_end
+---
+### ::: ultralytics.utils.callbacks.hub.on_train_end
+<br><br>
+
+## on_train_start
+---
+### ::: ultralytics.utils.callbacks.hub.on_train_start
+<br><br>
+
+## on_val_start
+---
+### ::: ultralytics.utils.callbacks.hub.on_val_start
+<br><br>
+
+## on_predict_start
+---
+### ::: ultralytics.utils.callbacks.hub.on_predict_start
+<br><br>
+
+## on_export_start
+---
+### ::: ultralytics.utils.callbacks.hub.on_export_start
+<br><br>

docs/reference/utils/callbacks/mlflow.md

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+## on_pretrain_routine_end
+---
+### ::: ultralytics.utils.callbacks.mlflow.on_pretrain_routine_end
+<br><br>
+
+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.mlflow.on_fit_epoch_end
+<br><br>
+
+## on_train_end
+---
+### ::: ultralytics.utils.callbacks.mlflow.on_train_end
+<br><br>

docs/reference/utils/callbacks/neptune.md

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+## _log_scalars
+---
+### ::: ultralytics.utils.callbacks.neptune._log_scalars
+<br><br>
+
+## _log_images
+---
+### ::: ultralytics.utils.callbacks.neptune._log_images
+<br><br>
+
+## _log_plot
+---
+### ::: ultralytics.utils.callbacks.neptune._log_plot
+<br><br>
+
+## on_pretrain_routine_start
+---
+### ::: ultralytics.utils.callbacks.neptune.on_pretrain_routine_start
+<br><br>
+
+## on_train_epoch_end
+---
+### ::: ultralytics.utils.callbacks.neptune.on_train_epoch_end
+<br><br>
+
+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.neptune.on_fit_epoch_end
+<br><br>
+
+## on_val_end
+---
+### ::: ultralytics.utils.callbacks.neptune.on_val_end
+<br><br>
+
+## on_train_end
+---
+### ::: ultralytics.utils.callbacks.neptune.on_train_end
+<br><br>

docs/reference/utils/callbacks/raytune.md

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+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.raytune.on_fit_epoch_end
+<br><br>

docs/reference/utils/callbacks/tensorboard.md

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+## _log_scalars
+---
+### ::: ultralytics.utils.callbacks.tensorboard._log_scalars
+<br><br>
+
+## on_pretrain_routine_start
+---
+### ::: ultralytics.utils.callbacks.tensorboard.on_pretrain_routine_start
+<br><br>
+
+## on_batch_end
+---
+### ::: ultralytics.utils.callbacks.tensorboard.on_batch_end
+<br><br>
+
+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.tensorboard.on_fit_epoch_end
+<br><br>

docs/reference/utils/callbacks/wb.md

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+## _log_plots
+---
+### ::: ultralytics.utils.callbacks.wb._log_plots
+<br><br>
+
+## on_pretrain_routine_start
+---
+### ::: ultralytics.utils.callbacks.wb.on_pretrain_routine_start
+<br><br>
+
+## on_fit_epoch_end
+---
+### ::: ultralytics.utils.callbacks.wb.on_fit_epoch_end
+<br><br>
+
+## on_train_epoch_end
+---
+### ::: ultralytics.utils.callbacks.wb.on_train_epoch_end
+<br><br>
+
+## on_train_end
+---
+### ::: ultralytics.utils.callbacks.wb.on_train_end
+<br><br>