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 d dl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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$d"dede"defddZdS )#    N)Tensor)Callable)OptionalTypeVar)	ParamSpec)Numberdecomposition_tablefunction_name_set_T_Preturnc                 C   s`   t j}t | }|j D ]}|j|ks J d|j d| j q|j|ks.J d| j d S )NzNo signature on param z for function z"No return annotation for function )inspect_empty	signature
parametersvalues
annotationnamereturn_annotation)finspect_emptysigparam r   [/sda-disk/www/egybert/egybert_env/lib/python3.10/site-packages/torch/jit/_decompositions.py(check_decomposition_has_type_annotations   s   

r   c           
      C   s   | j }|j }t|t|krdS t| | D ]?\}}tj}dD ] }|dkr4|jdkr4tjddd t	||t	||krB  dS q"|j
}|j
}	||krX|	|krX||	krX dS q| j|jkS )NF)r   r   r   selfz4PyTorch uses 'input' instead of 'self' on public api   )
stacklevel)r   lenzipr   r   r   r   warningswarngetattrdefaultr   )
decomposition_sigtorch_op_sigdecomp_params	op_paramsdecomp_paramop_paramr   fielddecomp_default
op_defaultr   r   r   signatures_match$   s*   r.   aten_opregistryc                    s,   dt ttf dt ttf f fdd}|S )Nr   r   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   )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_decoratorI   s   
z7register_decomposition.<locals>.decomposition_decorator)r   r   r
   )r/   r0   rD   r   rC   r   register_decompositionE   s   (rE   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)r1   tuplelistr   numelshapeatenmeansumfloatintRuntimeErrormax)rF   rG   rH   rI   dim_inrP   subsqrQ   denomr   r   r   var_decompositionf   s(   


r[   Tunbiasedc                 C   s   t | |rddS ddS )NrJ   r   )rH   )r[   )rF   r\   r   r   r   var   s   r]   )r   N)N)NNF)T)%r2   r   opsrO   r   r!   collections.abcr   typingr   r   typing_extensionsr   torch.typesr   r   dictr?   r7   ScriptFunction__annotations__setr	   r
   r   r   r.   r3   r4   rE   r]   rH   rL   rS   boolr[   r$   r   r   r   r   <module>   sP   

#

!

$