o
    i                  
   @   s   d dl mZ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 ededZeded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cast   )registry)Model)Array2dArray3dInT)boundOutTzwith_reshape.v1layerreturnc                 C   s$   t d| j dtt| gddddS )z2Reshape data on the way into and out from a layer.zwith_reshape()N)nOnI)initlayersdims)r
   nameforwardr   )r    r   M/home/ubuntu/.local/lib/python3.10/site-packages/thinc/layers/with_reshape.pywith_reshape   s   r   modelXis_trainc           	         s   j d }|jtd d |dg }|jd |jd j|d|jd f}|||d\} jj|g|R  }dtdtf fd	d
}tt||fS )Nr   r      r   )r   dYr   c                    s,   j |  d} j j|gR  S )Nr    )opsreshape2reshape3)r"   reshapedY2d_backpropinitial_shaper   nBnTr   r   backprop!   s   zforward.<locals>.backprop)	r   shapelistget_dimr#   reshaper%   r   r   )	r   r   r   r   final_shapeX2dY2dYr,   r   r'   r   r      s   


r   Nr4   c                 C   s   | j d }|d u r|d u r|  d }d }|d ur(tt| j|d|jd f}|d ur;tt| j|d|jd f}|j||d |drP| d|	d |dr`| d|	d d S d S )Nr   r    )r   r4   r   r   )
r   
initializer   r   r#   r0   r-   has_dimset_dimr/   )r   r   r4   r   r2   r3   r   r   r   r   (   s   


r   )NN)typingr   r   r   r   r   r   configr	   r   r
   typesr   r   r   r   r   r   boolr   r   r   r   r   r   <module>   s&     $*
