Allow tuning directory to be set using name (#18760)
Signed-off-by: Mohammed Yasin <32206511+Y-T-G@users.noreply.github.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
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2 changed files with 6 additions and 3 deletions
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@ -101,7 +101,8 @@ class Tuner:
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"copy_paste": (0.0, 1.0), # segment copy-paste (probability)
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"copy_paste": (0.0, 1.0), # segment copy-paste (probability)
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}
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}
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self.args = get_cfg(overrides=args)
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self.args = get_cfg(overrides=args)
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self.tune_dir = get_save_dir(self.args, name="tune")
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self.tune_dir = get_save_dir(self.args, name=self.args.name or "tune")
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self.args.name = None # reset to not affect training directory
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self.tune_csv = self.tune_dir / "tune_results.csv"
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self.tune_csv = self.tune_dir / "tune_results.csv"
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self.callbacks = _callbacks or callbacks.get_default_callbacks()
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self.callbacks = _callbacks or callbacks.get_default_callbacks()
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self.prefix = colorstr("Tuner: ")
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self.prefix = colorstr("Tuner: ")
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@ -1,6 +1,6 @@
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# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license
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# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license
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from ultralytics.cfg import TASK2DATA, TASK2METRIC, get_save_dir
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from ultralytics.cfg import TASK2DATA, TASK2METRIC, get_cfg, get_save_dir
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from ultralytics.utils import DEFAULT_CFG, DEFAULT_CFG_DICT, LOGGER, NUM_THREADS, checks
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from ultralytics.utils import DEFAULT_CFG, DEFAULT_CFG_DICT, LOGGER, NUM_THREADS, checks
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@ -134,7 +134,9 @@ def run_ray_tune(
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tuner_callbacks = [WandbLoggerCallback(project="YOLOv8-tune")] if wandb else []
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tuner_callbacks = [WandbLoggerCallback(project="YOLOv8-tune")] if wandb else []
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# Create the Ray Tune hyperparameter search tuner
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# Create the Ray Tune hyperparameter search tuner
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tune_dir = get_save_dir(DEFAULT_CFG, name="tune").resolve() # must be absolute dir
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tune_dir = get_save_dir(
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get_cfg(DEFAULT_CFG, train_args), name=train_args.pop("name", "tune")
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).resolve() # must be absolute dir
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tune_dir.mkdir(parents=True, exist_ok=True)
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tune_dir.mkdir(parents=True, exist_ok=True)
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tuner = tune.Tuner(
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tuner = tune.Tuner(
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trainable_with_resources,
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trainable_with_resources,
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