o
    h                     @   s   U d dl Z d dl mZ e jjZd dlZd dlZd dlmZmZm	Z	m
Z
 d dlmZ i Zeee jjf ed< e Ze
e ed< dd Zd	d
 ZdddZeejj			ddede	ee  de	e dedef
ddZeejjddededefddZdS )    N)Tensor)DictListOptionalSet)Numberdecomposition_tablefunction_name_setc                 C   s`   t j}t | }|j D ]}|j|ks J d|j d| j q|j|ks.J d| j d S )NzNo signature on param z for function z"No return annotation for function )inspect_empty	signature
parametersvalues
annotationnamereturn_annotation)finspect_emptysigparam r   O/var/www/html/ai/venv/lib/python3.10/site-packages/torch/jit/_decompositions.py(check_decomposition_has_type_annotations   s   

r   c           
      C   s   | j }|j }t|t|krdS t| | D ]=\}}tj}dD ]}|dkr2|jdkr2td t	||t	||kr@  dS q"|j
}|j
}	||krV|	|krV||	krV dS q| j|jkS )NF)r   r   r   selfz4PyTorch uses 'input' instead of 'self' on public api)r   lenzipr   r
   r   r   warningswarngetattrdefaultr   )
decomposition_sigtorch_op_sigdecomp_params	op_paramsdecomp_paramop_paramr   fielddecomp_default
op_defaultr   r   r   signatures_match   s&   
r)   c                    s    fdd}|S )Nc                    s   d u rt t tjjsJ | jtvsJ d| j t| j tj	| }tj
|j tdD ]}tj
|j tj
|j q3|t j< | S )NzDuplicated function name    )r   
isinstancetorch_ops
OpOverload__name__r	   addjitscript_C_jit_pass_inlinegraphrange_jit_pass_peephole_jit_pass_constant_propagationstr_schema)r   scripted_func_aten_opregistryr   r   decomposition_decorator<   s   
z7register_decomposition.<locals>.decomposition_decoratorr   )r>   r?   r@   r   r=   r   register_decomposition;   s   rA   Finputdim
correctionkeepdimreturnc                 C   s   |d u rg }|}t |ttfrt|dkr|  }nd}|D ]	}|| j| 9 }qt| |d}| | }|| }t|||}	|d u rIt	|d }
nt |t
rUt	|| }
nt |t	rat	|| }
ntd|	td|
 S )Nr      Tzcorrection must be int or float)r+   tuplelistr   numelshapeatenmeansumfloatintRuntimeErrormax)rB   rC   rD   rE   dim_inrM   subsqrN   denomr   r   r   var_decompositionY   s(   


rX   Tunbiasedc                 C   s   t | |rddS ddS )NrG   r   )rD   )rX   )rB   rY   r   r   r   var}   s   rZ   )N)NNF)T)r,   r   opsrL   r
   r   typingr   r   r   r   torch.typesr   r   r9   r1   ScriptFunction__annotations__setr	   r   r)   rA   rZ   rD   rP   boolrX   r   r   r   r   r   <module>   s:   
 



#