o ߥi?@sddlmZddlmZddlmZddlmZmZddl m Z ddl m Z m Z ddlmZe Ze dZeZe d ZejeZeeD]Zed ejkreedd kreeeeejed ed f<qF ddededefddZddedefddZ ddededefddZ d S))Models) ConfigDict)Tasks) INDEX_KEYLazyImportModule) get_logger)Registrybuild_from_cfg)get_task_by_subtask_namemodelsheads BACKBONESNcfg task_name default_argsc Csrz t|t||d}W|Sty8}z!t|\}}|dur!t|||d<t|t||d}WYd}~|Sd}~ww)a build model given model config dict Args: cfg (:obj:`ConfigDict`): config dict for model object. task_name (str, optional): task name, refer to :obj:`Tasks` for more details default_args (dict, optional): Default initialization arguments.  group_keyrNtype)r MODELSKeyErrorr )rrrmodele parent_tasktask_model_typerM/home/ubuntu/.local/lib/python3.10/site-packages/modelscope/models/builder.py build_models    rc Cs|dds |dd}n|dd}z t|ttj|d}W|StyEtd|j dt j |d<||d<t|ttj|d}Y|Sw) z build backbone given backbone config dict Args: cfg (:obj:`ConfigDict`): config dict for backbone object. default_args (dict, optional): Default initialization arguments. init_backboneF model_dirNrz The backbone zR is not registered in modelscope, try to import the backbone from hf transformers.r) getpopr rrbackbonerloggerwarningrr transformers)rrr rrrrbuild_backbone2s2     r'cCst|t||dS)a build head given config dict Args: cfg (:obj:`ConfigDict`): config dict for head object. task_name (str, optional): task name, refer to :obj:`Tasks` for more details default_args (dict, optional): Default initialization arguments. r)r HEADS)rrrrrr build_headUs r))NN)N)!modelscope.metainformodelscope.utils.configrmodelscope.utils.constantrmodelscope.utils.import_utilsrrmodelscope.utils.loggerrmodelscope.utils.registryrr modelscope.utils.task_utilsr r$rrr( AST_INDEXmoduleslistkeys module_indexr#nameupperstrdictrr'r)rrrrsD       $