o
    i'                     @   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
mZmZ d dlmZ d dlmZ i Zeee jjf ed< e Zee ed< edZed	Zd
d Zdd Z	dde jjde
eee jjf  deeeef geeef f f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)CallableDictListOptionalSetTypeVar)	ParamSpec)Numberdecomposition_tablefunction_name_set_T_Pc                 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   W/home/ubuntu/transcripts/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.   aten_opregistryreturnc                    s,   dt ttf dt ttf f fdd}|S )Nr   r1   c                    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_r/   r0   r   r   decomposition_decoratorF   s   
z7register_decomposition.<locals>.decomposition_decorator)r   r   r   )r/   r0   rF   r   rE   r   register_decompositionB   s   (rG   Finputdim
correctionkeepdimc                 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)r3   tuplelistr   numelshapeatenmeansumfloatintRuntimeErrormax)rH   rI   rJ   rK   dim_inrR   subsqrS   denomr   r   r   var_decompositionc   s(   


r]   Tunbiasedc                 C   s   t | |rddS ddS )NrL   r   )rJ   )r]   )rH   r^   r   r   r   var   s   r_   )N)NNF)T)%r4   r   opsrQ   r   r!   typingr   r   r   r   r   r   typing_extensionsr	   torch.typesr
   r   rA   r9   ScriptFunction__annotations__setr   r   r   r   r.   r5   r6   rG   r_   rJ   rU   boolr]   r$   r   r   r   r   <module>   sN   
 !

!

#