vision/src/autogluon/vision/_gluoncv/image_classification.py [166:182]:
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                            if acc > best_acc and os.path.isfile(os.path.join(log_dir, dd, _BEST_CHECKPOINT_FILE)):
                                best_checkpoint = os.path.join(log_dir, dd, _BEST_CHECKPOINT_FILE)
                                best_acc = acc
                    except:
                        pass
                if best_checkpoint:
                    estimator = estimator_cls.load(best_checkpoint)
            if estimator is None:
                if wall_clock_tick < tic:
                    result.update({'traceback': 'timeout'})
                else:
                    # unknown error yet, try reproduce it
                    final_fit = False
        if not final_fit:
            # create independent log_dir for each trial
            trial_log_dir = os.path.join(log_dir, '.trial_{}'.format(task_id))
            args['log_dir'] = trial_log_dir
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vision/src/autogluon/vision/_gluoncv/object_detection.py [119:135]:
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                            if acc > best_acc and os.path.isfile(os.path.join(log_dir, dd, _BEST_CHECKPOINT_FILE)):
                                best_checkpoint = os.path.join(log_dir, dd, _BEST_CHECKPOINT_FILE)
                                best_acc = acc
                    except:
                        pass
                if best_checkpoint:
                    estimator = estimator_cls.load(best_checkpoint)
            if estimator is None:
                if wall_clock_tick < tic:
                    result.update({'traceback': 'timeout'})
                else:
                    # unknown error
                    final_fit = False
        if not final_fit:
            # create independent log_dir for each trial
            trial_log_dir = os.path.join(log_dir, '.trial_{}'.format(task_id))
            args['log_dir'] = trial_log_dir
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