o
    i,                     @   s  d dl mZmZmZmZmZ ddlmZ ddlm	Z	 ddl
mZmZmZmZmZmZmZ edee ee ee ee eeeeeeeZedde	eef d	e	eef fd
dZde	eef deded	eeef fddZ	dde	eef dee dee d	dfddZdS )    )CallableListOptionalTupleTypeVar   )registry)Model)Floats1dFloats2dFloats3dFloats4dFloatsXdPaddedRaggedInTzresidual.v1layerreturnc              	   C   sL   t d| j dtt| g| dr| dnd | dr | dnd ddS )Nz	residual()nOnI)r   r   )initlayersdims)r	   nameforwardr   has_dimget_dim)r    r   I/home/ubuntu/.local/lib/python3.10/site-packages/thinc/layers/residual.pyresidual   s   r    modelXis_trainc                    s   dt dt f fdd}| jd  |\t tr+ fddtt D |fS t tr<t jj  j|fS t t	rM j j7  _|fS   |fS )Nd_outputr   c                    sr    t tr fddttD S t tr&tj j  jS t tr5  jj7  _ S   S )Nc                    s   g | ]
}|  |  qS r   r   .0idXr$   r   r   
<listcomp>        z-forward.<locals>.backprop.<locals>.<listcomp>)
isinstancelistrangelenr   datalengthsr   )r$   )r"   backprop_layerr(   r   backprop   s   


zforward.<locals>.backpropr   c                    s   g | ]
} | |  qS r   r   r%   r"   Yr   r   r*   +   r+   zforward.<locals>.<listcomp>)
r   r   r,   r-   r.   r/   r   r0   r1   r   )r!   r"   r#   r3   r   )r"   r5   r2   r   r      s   
 

r   Nr5   c                 C   st   | j d }|dd u r|j||d n|j|d |dr(| d|d |dr8| d|d d S d S )Nr   r   r4   )r"   r   )r   r   
initializeset_dimr   )r!   r"   r5   first_layerr   r   r   r   5   s   


r   )NN)typingr   r   r   r   r   configr   r!   r	   typesr
   r   r   r   r   r   r   r   r   r    boolr   r   r   r   r   r   <module>   s*    $$*
