§
    ŠŠtj[   ã                  ó  — d dl mZ d dlZddlmZmZmZmZ ddlm	Z	m
Z
mZmZmZmZmZ d„ Zd„  ee¦  «        D ¦   «         ZdZd	„ Ze	 d.d
ddddddddœd/d„¦   «         Ze	 d.dd
dddddd œd0d#„¦   «         Ze	 	 	 d1dd
dddddd œd2d(„¦   «         ZeD ]$Z eee¦  «        Z ee¦  «         e¦   «         e<   Œ%d)„ Zeg d*¢z   Zd+„  ee¦  «        D ¦   «         Zg d,¢Zd-„ ZeD ]$Z eee¦  «        Z ee¦  «         e¦   «         e<   Œ%eez   Z dS )3é    )ÚannotationsNé   )Ú_binary_ufuncs_implÚ_dtypes_implÚ_unary_ufuncs_implÚ_util)Ú	ArrayLikeÚArrayLikeOrScalarÚCastingModesÚ	DTypeLikeÚ
normalizerÚNotImplementedTypeÚOutArrayc                ó~   — |�:t          j        | |j        j        |¦  «        } t	          j        | |j        ¦  «        } | S ©N)r   Útypecast_tensorÚdtypeÚtorch_dtypeÚtorchÚbroadcast_toÚshape)ÚresultÚoutÚcastings      úR/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/torch/_numpy/_ufuncs.pyÚ_ufunc_postprocessr      s9   € Ø
€ÝÔ& v¨s¬yÔ/DÀgÑNÔNˆÝÔ# F¨C¬IÑ6Ô6ˆØ€Mó    c                óD   — g | ]}|                      d ¦  «        s|dv¯|‘ŒS )Ú_)r   ÚmatmulÚdivmodÚldexp©Ú
startswith©Ú.0Únames     r   ú
<listcomp>r(      sD   € ð ð ð àØ�?Š?˜3ÑÔðð %)Ð0VÐ$VÐ$Vð 	à$VÐ$VÐ$Vr   )ÚaddÚsubtractÚmultiplyÚfloor_divideÚtrue_divideÚdivideÚ	remainderÚbitwise_andÚ
bitwise_orÚbitwise_xorÚbitwise_left_shiftÚbitwise_right_shiftÚhypotÚarctan2Ú	logaddexpÚ
logaddexp2Ú	heavisideÚcopysignÚfmaxÚminimumÚfminÚmaximumÚfmodÚgcdÚlcmÚpowc           
     ót   ‡ — t           	 dddddddddœdˆ fd„¦   «         }‰ j        |_        ‰ j        |_        |S )z¡Common infra for binary ufuncs.

    Normalize arguments, sort out type casting, broadcasting and delegate to
    the pytorch functions for the actual work.
    NTÚ	same_kindÚKF©Úwherer   Úorderr   ÚsubokÚ	signatureÚextobjr   úOutArray | NoneÚx1r
   Úx2rG   r   r   úCastingModes | NonerH   r   úDTypeLike | NonerI   rJ   rK   c              ó   •‡— |�ˆfd„}
 |
| |¦  «        }  |
||¦  «        }n�t          | t          j        ¦  «        rKt          |t          j        ¦  «        r1t          j        | |¦  «        }t          j        | |f|‰¦  «        \  } }n+t          j        | |‰j        t          v ‰j        ¦  «        \  } } ‰| |¦  «        }t          ||‰¦  «        S )Nc                ó�   •— t          | t          j        ¦  «        rt          j        | |‰¦  «        S t          j        | |¬¦  «        S )N©r   )Ú
isinstancer   ÚTensorr   r   Ú	as_tensor)Úxr   r   s     €r   Úcastz0deco_binary_ufunc.<locals>.wrapped.<locals>.castY   sA   ø€ Ý˜a¥¤Ñ.Ô.ð ;Ý Ô0°°E¸7ÑCÔCÐCå œ?¨1°EÐ:Ñ:Ô:Ð:r   )rT   r   rU   r   Úresult_type_implr   Útypecast_tensorsÚnep50_to_tensorsÚ__name__ÚNEP50_FUNCSr   )rM   rN   r   rG   r   rH   r   rI   rJ   rK   rX   r   Ú
torch_funcs       `       €r   Úwrappedz"deco_binary_ufunc.<locals>.wrappedH   sí   øø€ ð Ðð;ð ;ð ;ð ;ð ;ð ��b˜%‘”ˆBØ��b˜%‘”ˆBˆBÝ˜�EœLÑ)Ô)ð 	­j¸½U¼\Ñ.JÔ.Jð 	Ý Ô1°"°bÑ9Ô9ˆEÝÔ+¨R°¨H°e¸WÑEÔE‰FˆB��å!Ô2Ø�B˜
Ô+­{Ð:¸JÔ<Oñô ‰FˆB�ð �˜B Ñ#Ô#ˆå! &¨#¨wÑ7Ô7Ð7r   r   ©r   rL   rM   r
   rN   r
   rG   r   r   rO   rH   r   r   rP   rI   r   rJ   r   rK   r   ©r   r\   Ú__qualname__©r^   r_   s   ` r   Údeco_binary_ufuncrd   A   sv   ø€ õ ð
  $ð	"8ð %)Ø'2Ø$'Ø"&Ø$)Ø(,Ø%)ð"8ð "8ð "8ð "8ð "8ð "8ð "8ñ „Zð"8ðH &Ô.€GÔØ!Ô*€GÔà€Nr   rD   rE   F)r   rH   r   rI   rJ   rK   ÚaxesÚaxisr   rL   rM   r	   rN   r   rO   rH   r   r   rP   rI   rJ   rK   re   rf   c              ó¶   — |€t          j        | |¦  «        }t          j        | |f||¦  «        \  } }t	          j        | |¦  «        }t          |||¦  «        }|S r   )r   rY   r   rZ   r   r    r   )rM   rN   r   r   rH   r   rI   rJ   rK   re   rf   r   s               r   r    r    w   s_   € ð  €}ÝÔ-¨b°"Ñ5Ô5ˆÝÔ# R¨ H¨e°WÑ=Ô=�F€Bˆå Ô'¨¨BÑ/Ô/€Få ¨¨WÑ5Ô5€FØ€Mr   TrF   r
   rG   c              óN  — |�Ht          | t          j        ¦  «        rt          j        | ||¦  «        } nYt          j        | |¬¦  «        } nBt          | t          j        ¦  «        s(t          j        | ¦  «        } t          j        | ¦  «        } t          j        |¦  «        }t          j        |j	        ¦  «        dk    rt          d¦  «        ‚t          j        | |¦  «        }
| j	        t          j        k    r|
                     t          j        ¦  «        }
t          |
||¦  «        S )NrS   r   zldexp 2nd arg must be integer)rT   r   rU   r   r   rV   Úcast_int_to_floatr   Ú	_categoryr   Ú
ValueErrorr   r"   Úfloat16Útor   )rM   rN   r   rG   r   rH   r   rI   rJ   rK   r   s              r   r"   r"   ’   sù   € ð ÐÝ�b�%œ,Ñ'Ô'ð 	2ÝÔ& r¨5°'Ñ:Ô:ˆBˆBå” ¨5Ð1Ñ1Ô1ˆBˆBå˜"�eœlÑ+Ô+ð 	-Ý” Ñ$Ô$ˆBÝÔ(¨Ñ,Ô,ˆBå	Œ˜Ñ	Ô	€BåÔ˜bœhÑ'Ô'¨1Ò,Ð,ÝÐ8Ñ9Ô9Ð9å Ô& r¨2Ñ.Ô.€Fà	„x•5”=Ò Ð à—’�5œ=Ñ)Ô)ˆå˜f c¨7Ñ3Ô3Ð3r   ©NNú'tuple[OutArray | None, OutArray | None]Úout1Úout2c              óŠ  — t          d„ ||fD ¦   «         ¦  «        }|dk    rt          d¦  «        ‚|dk    r|\  }}|€|�t          d¦  «        ‚n|\  }}|€t          j        | |¦  «        }t          j        | |f||¦  «        \  } }t          j        | |¦  «        \  }}t          |||¦  «        }t          |||¦  «        }||fS )Nc              3  ó   K  — | ]}|d uV — Œ	d S r   © )r&   rW   s     r   ú	<genexpr>zdivmod.<locals>.<genexpr>Í   s&   è è € Ð7Ð7 Q�1˜D�=Ð7Ð7Ð7Ð7Ð7Ð7r   r   z&both out1 and out2 need to be providedé   z>cannot specify 'out' as both a positional and keyword argument)
Úsumrk   Ú	TypeErrorr   rY   r   rZ   r   r!   r   )rM   rN   rp   rq   r   rG   r   rH   r   rI   rJ   rK   Únum_outsÚo1Úo2ÚquotÚrems                    r   r!   r!   º   sñ   € õ& Ð7Ð7¨4°¨,Ð7Ñ7Ô7Ñ7Ô7€HØ�1‚}€}ÝÐAÑBÔBÐBØ	�QŠˆØ‰ˆˆBØˆ>˜R˜^ÝØPñô ð ð ,ð
 ‰
ˆˆdà€}ÝÔ-¨b°"Ñ5Ô5ˆÝÔ# R¨ H¨e°WÑ=Ô=�F€Bˆå#Ô*¨2¨rÑ2Ô2�I€Dˆ#å˜d D¨'Ñ2Ô2€DÝ
˜S $¨Ñ
0Ô
0€CØ�ˆ9Ðr   c               ó2   — t          | dg|¢R i |¤Ž\  }}||fS )Nr   )r!   )rW   ÚargsÚkwdsr|   r}   s        r   Úmodfr�   ì   s/   € Ý�q˜!Ð+˜dÐ+Ð+Ð+ dÐ+Ð+�I€Dˆ#Ø�ˆ9Ðr   )r!   r�   r    r"   c                óH   — g | ]}|                      d ¦  «        s|dk    ¯|‘Œ S )r   r   r#   r%   s     r   r(   r(   ÷   s?   € ð 
ð 
ð 
àØ�?Š?˜3ÑÔð
ð %)¨G¢O Oð 	à$3 O Or   )ÚarccosÚarccoshÚarcsinÚarcsinhÚarctanÚarctanhÚcbrtÚcosÚcoshÚdeg2radÚdegreesÚexpÚexp2Úexpm1ÚlogÚlog10Úlog1pÚlog2Úrad2degÚradiansÚ
reciprocalÚsinÚsinhÚsqrtÚsquareÚtanÚtanhÚtruncc           
     ót   ‡ — t           	 dddddddddœdˆ fd„¦   «         }‰ j        |_        ‰ j        |_        |S )z Common infra for unary ufuncs.

    Normalize arguments, sort out type casting, broadcasting and delegate to
    the pytorch functions for the actual work.
    NTrD   rE   FrF   r   rL   rW   r	   r   rO   r   rP   rI   r   c              ó´   •— |�t          j        | ||¦  «        } ‰
j        t          v rt          j        | ¦  «        }  ‰
| ¦  «        }	t          |	||¦  «        }	|	S r   )r   r   r\   Ú	_fp_unaryri   r   )rW   r   rG   r   rH   r   rI   rJ   rK   r   r^   s             €r   r_   z!deco_unary_ufunc.<locals>.wrapped&  s`   ø€ ð ÐÝÔ% a¨°Ñ8Ô8ˆAàÔ¥)Ð+Ð+ÝÔ'¨Ñ*Ô*ˆAà�˜A‘”ˆÝ# F¨C°Ñ9Ô9ˆØˆr   r   )
r   rL   rW   r	   r   rO   r   rP   rI   r   ra   rc   s   ` r   Údeco_unary_ufuncr¢     su   ø€ õ ð  $ðð
 Ø'2ØØ"&Ø$)ØØðð ð ð ð ð ð ñ „Zðð. &Ô.€GÔØ!Ô*€GÔà€Nr   r   )r   rL   rM   r	   rN   r	   r   rO   rH   r   r   rP   rI   r   rJ   r   rK   r   re   r   rf   r   r`   )NNrn   )r   ro   rM   r	   rN   r	   rp   rL   rq   rL   rG   r   r   rO   rH   r   r   rP   rI   r   rJ   r   rK   r   )!Ú
__future__r   r   Ú r   r   r   r   Ú_normalizationsr	   r
   r   r   r   r   r   r   ÚdirÚ_binaryr]   rd   r    r"   r!   r'   ÚgetattrÚufuncÚvarsr�   Ú_unaryr¡   r¢   Ú__all__rt   r   r   ú<module>r­      sÖ  ðð #Ð "Ð "Ð "Ð "Ð "à €€€à JÐ JÐ JÐ JÐ JÐ JÐ JÐ JÐ JÐ JÐ JÐ Jðð ð ð ð ð ð ð ð ð ð ð ð ð ð ð ð ð ðð ð ðð à�Ð'Ñ(Ô(ðñ ô €ð€ð</ð /ð /ðl ð
  ð	ð $/Ø #Ø"Ø %Ø$(Ø!%Ø#Ø#ðð ð ð ð ñ „ðð4 ð
  ð	#4ð !%Ø#.Ø #Ø"Ø %Ø$(Ø!%ð#4ð #4ð #4ð #4ð #4ñ „ð#4ðN ð !Ø à3?ð&ð !%Ø#.Ø #Ø"Ø %Ø$(Ø!%ð&ð &ð &ð &ð &ñ „ð&ðX ð ,ð ,€DØˆGÐ'¨Ñ.Ô.€EØ$Ð$ UÑ+Ô+€D€D�F„Fˆ4�L€Lðð ð ð
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