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    �Åjà	  ã                  ó~   — d dl mZ d dlmZ d dlmZmZ ddlmZm	Z	m
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 ddlmZ  G d„ d	ee         ¦  «        Zd	d
gZdS )é    )Úannotations)Úoverride)ÚKeyConditionÚget_seq_lené   )ÚArchitectureÚImageModelDescriptorÚ	StateDicté   )ÚNAFNetc                  ó8   ‡ — e Zd Zdˆ fd„Zed	d„¦   «         Zˆ xZS )
Ú
NAFNetArchÚreturnÚNonec                ó”   •— t          ¦   «                              dt          j        dddddddd	d
ddddddddd¦  «        ¬¦  «         d S )Nr   úintro.weightzending.weightzups.0.0.weightzdowns.0.weightzmiddle_blks.0.betazmiddle_blks.0.gammazmiddle_blks.0.conv1.weightzmiddle_blks.0.conv2.weightzmiddle_blks.0.conv3.weightzmiddle_blks.0.sca.1.weightzmiddle_blks.0.conv4.weightzmiddle_blks.0.conv5.weightzmiddle_blks.0.norm1.weightzmiddle_blks.0.norm2.weightzencoders.0.0.betazencoders.0.0.gammazdecoders.0.0.betazdecoders.0.0.gamma)ÚidÚdetect)ÚsuperÚ__init__r   Úhas_all)ÚselfÚ	__class__s    €úWC:\Projects\Historical\venv\Lib\site-packages\spandrel/architectures/NAFNet/__init__.pyr   zNAFNetArch.__init__   sw   ø€ Ý‰Œ×ÒØÝÔ'ØØØ Ø Ø$Ø%Ø,Ø,Ø,Ø,Ø,Ø,Ø,Ø,Ø#Ø$Ø#Ø$ñ%ô ð 	ñ 	
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   úImageModelDescriptor[NAFNet]c                óü  — d}d}d}g }g }|d         j         d         }|d         j         d         }t          |d¦  «        }t          t          |d¦  «        ¦  «        D ](}|                     t          |d|› �¦  «        ¦  «         Œ)t          t          |d	¦  «        ¦  «        D ](}|                     t          |d
|› �¦  «        ¦  «         Œ)t	          |||||¬¦  «        }t          ||| d|› d�gddd||¬¦
  «
        S )Nr   é   r   r   r   Úmiddle_blksÚencodersz	encoders.Údecodersz	decoders.)Úimg_channelÚwidthÚmiddle_blk_numÚenc_blk_numsÚdec_blk_numsÚRestorationÚwFT)ÚarchitectureÚpurposeÚtagsÚsupports_halfÚsupports_bfloat16ÚscaleÚinput_channelsÚoutput_channels)Úshaper   ÚrangeÚappendr   r	   )	r   r   r#   r$   r%   r&   r'   ÚiÚmodels	            r   ÚloadzNAFNetArch.load%   sF  € ð ˆØˆØˆØ"$ˆØ"$ˆà  Ô0Ô6°qÔ9ˆØ˜>Ô*Ô0°Ô3ˆÝ$ Z°Ñ?Ô?ˆÝ•{ :¨zÑ:Ô:Ñ;Ô;ð 	Jð 	JˆAØ×Ò¥¨J¸ÀA¸¸Ñ HÔ HÑIÔIÐIÐIÝ•{ :¨zÑ:Ô:Ñ;Ô;ð 	Jð 	JˆAØ×Ò¥¨J¸ÀA¸¸Ñ HÔ HÑIÔIÐIÐIåØ#ØØ)Ø%Ø%ð
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ˆõ $ØØØØ!Ø�+�+�+�ØØ"ØØ&Ø'ð
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   r   r   )Ú__name__Ú
__module__Ú__qualname__r   r   r7   Ú__classcell__)r   s   @r   r   r      s]   ø€ € € € € ð
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r   r   r   N)Ú
__future__r   Útyping_extensionsr   Úspandrel.utilr   r   Ú__helpers.model_descriptorr   r	   r
   Ú__arch.NAFNet_archr   r   Ú__all__© r   r   ú<module>rC      s±   ðØ "Ð "Ð "Ð "Ð "Ð "à &Ð &Ð &Ð &Ð &Ð &à 3Ð 3Ð 3Ð 3Ð 3Ð 3Ð 3Ð 3à WÐ WÐ WÐ WÐ WÐ WÐ WÐ WÐ WÐ WØ &Ð &Ð &Ð &Ð &Ð &ð>
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