^j hdZddlmZmZddlmZddlmZGddeZd dZ e d k(re yy) afLightningCLI entry point for RF-DETR training and evaluation. Provides the ``rfdetr`` command with auto-generated subcommands:: rfdetr fit --config configs/rfdetr_base.yaml rfdetr validate --ckpt_path output/best.ckpt rfdetr test --ckpt_path output/best.ckpt rfdetr predict --ckpt_path output/best.ckpt Both ``RFDETRModelModule`` and ``RFDETRDataModule`` share the same ``(model_config, train_config)`` constructor signature. ``link_arguments`` eliminates the duplication so the user specifies each config group once; the datamodule receives the same values automatically at parse time. )LightningArgumentParser LightningCLI)RFDETRDataModule)RFDETRModelModulec eZdZdZdeddfdZy) RFDETRCliamLightningCLI subclass for RF-DETR training and evaluation. Wires ``RFDETRModelModule`` and ``RFDETRDataModule`` under a unified CLI, with argument linking that shares ``model_config`` and ``train_config`` between module and datamodule so the user only specifies them once. Auto-generated subcommands: ``fit``, ``validate``, ``test``, ``predict``. parserreturnNcT|jddd|jdddy)uRegister argument links that share configs between module and datamodule. Linking ``model.model_config`` → ``data.model_config`` and ``model.train_config`` → ``data.train_config`` means the user specifies both config groups once; the datamodule receives the same values automatically. Args: parser: The jsonargparse ``LightningArgumentParser`` provided by ``LightningCLI``. zmodel.model_configzdata.model_configparse)apply_onzmodel.train_configzdata.train_configN)link_arguments)selfr s ^/var/www/ramen.bs-engineer-server.com/venv/lib/python3.12/site-packages/rfdetr/training/cli.pyadd_arguments_to_parserz!RFDETRCli.add_arguments_to_parser#s4 24GRYZ24GRYZ)__name__ __module__ __qualname____doc__rrrrrrs [.E [$ [rrNc,ttty)zEntry point for the ``rfdetr`` CLI. Constructs and runs ``RFDETRCli`` with ``RFDETRModelModule`` and ``RFDETRDataModule``. Subcommands are auto- generated by ``LightningCLI``: ``fit``, ``validate``, ``test``, ``predict``. N)rrrrrrmainr1s !12r__main__)r N) rpytorch_lightning.clirrrfdetr.training.module_datarrfdetr.training.module_modelrrrrrrrrs= H8:[ [.3 zFr