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29 lines
948 B
Python
29 lines
948 B
Python
from pathlib import Path
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from typing import Dict, Union
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from omegaconf import DictConfig, OmegaConf
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from ultralytics.yolo.configs.hydra_patch import check_config_mismatch
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def get_config(config: Union[str, DictConfig], overrides: Union[str, Dict] = {}):
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"""
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Accepts yaml file name or DictConfig containing experiment configuration.
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Returns training args namespace
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:param overrides: Overrides str or Dict
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:param config: Optional file name or DictConfig object
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"""
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if isinstance(config, (str, Path)):
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config = OmegaConf.load(config)
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elif isinstance(config, Dict):
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config = OmegaConf.create(config)
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# override
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if isinstance(overrides, str):
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overrides = OmegaConf.load(overrides)
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elif isinstance(overrides, Dict):
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overrides = OmegaConf.create(overrides)
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check_config_mismatch(dict(overrides).keys(), dict(config).keys())
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return OmegaConf.merge(config, overrides)
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