o
    ߥi                     @   s   d dl Z d dlmZ d dlmZ d dlZd dlmZ d dlm	Z	 d dl
mZ d dlmZ d dlmZ d dlmZmZ d d	lmZ e ZeejejG d
d deZdS )    N)
namedtuple)lgamma)models)Models)MODELS)
TorchModel)	ModelFileTasks)
get_loggerc                       s0   e Zd Z fddZdd Zedd Z  ZS )ContentCheckBackbonec              	      sL   t t|   t }ttddt t	dtdd|_
|| _d S )Ni   i   g?
   )superr   __init__r   resnet50nn
SequentialLinearReLUDropoutfcmodel)selfargskwargscc_model	__class__ i/home/ubuntu/.local/lib/python3.10/site-packages/modelscope/models/cv/image_classification/resnet50_cc.pyr      s   


zContentCheckBackbone.__init__c                 C   s   |  |}|S )N)r   )r   imgxr   r   r   forward!   s   
zContentCheckBackbone.forwardc           
      K   s   | dtj}tj|d |}td|  |d}| di |}tj||}t	j
|dd}i }| D ]
\}}	|	|d| < q8|| |S )N
model_name	model_dirzloading model from cpu)map_locationzmodel.r   )getr   TORCH_MODEL_FILEospathjoinloggerinfopoptorchloaditemsload_state_dict)
clsr   
model_file	ckpt_pathr#   r   	load_dictnew_dictkvr   r   r   _instantiate%   s   

z!ContentCheckBackbone._instantiate)__name__
__module____qualname__r   r!   classmethodr9   __classcell__r   r   r   r   r      s
    r   )r(   collectionsr   mathr   r.   torch.nnr   torchvisionr   modelscope.metainfor   modelscope.modelsr   modelscope.models.baser   modelscope.utils.constantr   r	   modelscope.utils.loggerr
   r+   register_moduleimage_classificationcontent_checkr   r   r   r   r   <module>   s   