ó
    -Vðiæò  ã                   ó„  • % S SK r S SKrS SKrS SKrS SKrS SKrS SKrS SKJrJ	r	  S SK
Jr  S SKJrJrJrJrJrJr  S SKJrJr  S SKrS SKJs  Jr  S SKJr  S SKJrJr  S SK J!r!J"r"  S S	K#J$r$  \(       a  S S
K%J&r&  \" S\S9r'\" SSS9r(\)" \S5      =(       a	    \)" \S5      r*\RV                  S 5       r, " S S5      r-S\-S\4S jr.0 r/\0\1S4   \2S'   \Rf                  \Rh                  \Rj                  \Rl                  \Rn                  \Rp                  \Rr                  /r: " S S\-\ Rv                  5      r<S r=S r>S r?S r@ " S S5      rA\A" 5       qBSAS  jrCS! rDS" rES# rFS$ rGS% rHS& rI\J" 5       qK\JS'   \2S('   S) rLS* rMS+ rN " S, S'\-\\(\'4   5      rO " S- S.\O\(\'4   5      rPS/ rQS0\R¤                  S1\S4S2 jrT " S3 S4\\(\'4   5      rUS\U\(\'4   S5\(R¬                  S6\(R®                  S1\'4S7 jrX " S8 S9\R²                  5      rZS: r[S; r\ " S< S=\R²                  5      r] " S> S?\R²                  5      r^\^" 5       r_\^\2S@'   g)Bé    N)ÚCallableÚIterator)Úcached_property)ÚAnyÚClassVarÚConcatenateÚfinalÚGenericÚTYPE_CHECKING)Ú	ParamSpecÚTypeVar)Ú_utils_internal)Ú_dispatch_is_included_in_aliasÚDispatchKey)Údispatch_functorchÚTransformType)ÚTorchDispatchMode)ÚBaseFunctionalizeAPIÚ_T)ÚdefaultÚ_P.ÚgetdlopenflagsÚsetdlopenflagsc               #   ó  #   • [         (       d  Sv •  g[        R                  " 5       n [        R                  " U [        R
                  -  5         Sv •  [        R                  " U 5        g! [        R                  " U 5        f = f7f)zu
Context manager to set the RTLD_GLOBAL dynamic linker flag while we open a
shared library to load custom operators.
N)Ú_SET_GLOBAL_FLAGSÚsysr   r   ÚctypesÚRTLD_GLOBAL)Ú	old_flagss    ÚOD:\a\ltx-desktop-ci\ltx-desktop-ci\python-embed\Lib\site-packages\torch\_ops.pyÚdl_open_guardr!   "   s^   é € ÷ ÒÛØÜ×"Ò"Ó$€IÜ×Ò�y¤6×#5Ñ#5Ñ5Ô6ð&Ûä×Ò˜9Õ%øŒ×Ò˜9Õ%üs   ‚ABÁA+ ÁBÁ+BÂBc                   óÔ   • \ rS rSrSrS rS rS rS rS\	\
   \	\R                     -  \-  \-  S\\\\4   /\\\4   4   4S	 jrS
\\S\4   \4   S\\S\4   \4   4S jrS rSrg)ÚOperatorBaseé3   z«
Base class for OpOverload (which represents C++ ATen operators) and HigherOrderOperator
(which represents Python-only operators that are unrepresentable in TorchScript).
c                 ó<   • 0 U l         0 U l        0 U l        0 U l        g ©N)Ú_dispatch_cacheÚ
py_kernelsÚpython_key_tableÚfunctorch_table©Úselfs    r    Ú__init__ÚOperatorBase.__init__9   s0   € ð  UWˆÔð BDˆŒð ð 	Ôð  "ˆÕó    c                 ó   • [         er&   ©ÚNotImplementedError©r,   ÚargsÚkwargss      r    Ú__call__ÚOperatorBase.__call__c   ó   € Ü!Ð!r/   c                 ó   • XR                   ;   $ r&   )r(   )r,   Úks     r    Úhas_kernel_for_dispatch_keyÚ(OperatorBase.has_kernel_for_dispatch_keyf   s   € Ø—O‘OÑ#Ð#r/   c                 ó¦   • U R                    HA  n[        R                  R                  U5      (       a  M)  UR	                  U5      (       d  MA    g   g)NTF)r(   ÚtorchÚ_CÚ_dispatch_is_alias_keyÚhas)r,   Úksr:   s      r    Úhas_kernel_for_any_dispatch_keyÚ,OperatorBase.has_kernel_for_any_dispatch_keyi   s9   € Ø—”ˆAÜ—8‘8×2Ñ2°1×5Ó5¸"¿&¹&À¿)»)Ùñ !ð r/   r:   Úreturnc                 óh   ^ ^• S[         [        [        4   S[         [        [        4   4UU 4S jjnU$ )NÚfnrE   c                 ó¤  >• [         R                  " T5      (       aq  [        T[        5      (       d  [        T[        R
                  5      (       a=  TTR                  ;  d   eU TR                  T'   TR                  R                  5         U $ [        T[        5      (       a#  TTR                  ;  d   eU TR                  T'   U $ [        T[        5      (       d   eT[        R                  :w  d   S5       eTTR                  ;   a  [        ST STR!                  5        35      eU TR                  T'   TR                  R                  5         U $ )Nz>Please register a mode for the DispatchKey.Python key instead.z%Trying to override a python impl for z on operator )ÚinspectÚisclassÚ
issubclassr   r>   ÚTensorr)   r'   ÚclearÚ
isinstancer   r*   r   ÚPythonr(   ÚRuntimeErrorÚname)rG   r:   r,   s    €€r    ÚinnerÚ#OperatorBase.py_impl.<locals>.inners   s*  ø€ Ü�Š˜q×!Ñ!Ü˜1Ô/×0Ñ0´J¸qÄ%Ç,Á,×4OÑ4Oà × 5Ñ 5Ó5Ð5Ð5à+-�×%Ñ% aÑ(Ø×$Ñ$×*Ñ*Ô,Ø�	ä˜!œ]×+Ñ+Ø × 4Ñ 4Ó4Ð4Ð4Ø*,�×$Ñ$ QÑ'Ø�	ä˜a¤×-Ñ-Ð-Ð-Øœ×*Ñ*Ó*ð ØPóÐ*ð �D—O‘OÓ#Ü"Ø;¸A¸3¸mÈDÏIÉIËKÈ=ÐYóð ð "$ˆD�O‰O˜AÑØ× Ñ ×&Ñ&Ô(ØˆIr/   )r   r   r   )r,   r:   rR   s   `` r    Úpy_implÚOperatorBase.py_implo   s4   ù€ ð	”hœr¤2˜vÑ&ð 	¬8´B¼°FÑ+;÷ 	ð 	ð8 ˆr/   rG   r   c                 ó  ^^^^• SSK JmJnJmJm  S[
        R                  S[
        R                  S[        4UU4S jjnSUS -  S[
        R                  S[
        R                  S[        4UU4S jjnS[
        R                  S[
        R                  S[        4UU4S	 jjnU R                  [        R                  5      " U5        U R                  U5      " U5        U R                  [        R                  5      " U5        T$ )
Nr   )ÚCppFunctionalizeAPIÚFunctionalTensorModeÚFunctorchFunctionalizeAPIÚPythonFunctionalizeAPIr4   r5   rE   c                  ó&   >• T" T" 5       /U Q70 UD6$ r&   © )r4   r5   rW   rG   s     €€r    Úfunctionalize_dk_fnÚ?OperatorBase.py_functionalize_impl.<locals>.functionalize_dk_fn¨   s   ø€ ÙÑ)Ó+Ð=¨dÒ=°fÑ=Ð=r/   Úmodec                 ó(   >• T" T" U 5      /UQ70 UD6$ r&   r\   )r_   r4   r5   rZ   rG   s      €€r    Úfunctionalize_dispatch_mode_fnÚJOperatorBase.py_functionalize_impl.<locals>.functionalize_dispatch_mode_fn«   s    ø€ ñ Ñ,¨TÓ2ÐD°TÒD¸VÑDÐDr/   c                 ó(   >• T" T" U 5      /UQ70 UD6$ r&   r\   )Úinterpreterr4   r5   rY   rG   s      €€r    Úfunctionalize_functorch_fnÚFOperatorBase.py_functionalize_impl.<locals>.functionalize_functorch_fn°   s    ø€ ñ Ñ/°Ó<ÐN¸tÒNÀvÑNÐNr/   )Ú#torch._subclasses.functional_tensorrW   rX   rY   rZ   r   r4   r5   r   rT   r   ÚFunctionalizer   )	r,   rG   rX   r]   ra   re   rW   rY   rZ   s	    `    @@@r    Úpy_functionalize_implÚ"OperatorBase.py_functionalize_implœ   sê   û€ ÷	
ó 	
ð	>¤r§w¡wð 	>¼"¿)¹)ð 	>Ì÷ 	>ð 	>ð	EØ&¨Ñ-ð	EÜ68·g±gð	EÜIKÏÉð	Eä÷	Eð 	Eð
	OÜ "§¡ð	OÜ35·9±9ð	Oä÷	Oð 	Oð
 	�‰”[×.Ñ.Ô/Ð0CÔDØ�‰Ð)Ô*Ð+IÔJØ�‰”]×0Ñ0Ô1Ð2LÔMàˆ	r/   c                 ó   • [         er&   r1   r+   s    r    rQ   ÚOperatorBase.name»   r8   r/   )r'   r*   r(   r)   N)Ú__name__Ú
__module__Ú__qualname__Ú__firstlineno__Ú__doc__r-   r6   r;   rC   Útyper   r>   rL   r   r   r   r   r   rT   r   ri   rQ   Ú__static_attributes__r\   r/   r    r#   r#   3   sµ   † ñò
("òT"ò$òð àÐ!Ñ" T¨%¯,©,Ñ%7Ñ7¸-ÑGÈ+ÑUð ð 
�8˜B ˜FÑ#Ð$ h¨r°2¨vÑ&6Ð6Ñ	7ô ðZØ˜;Ð'=¸rÐ'AÑBÀBÐFÑGðà	�+Ð4°bÐ8Ñ9¸2Ð=Ñ	>ôõ>"r/   r#   Úopr:   c                 ó>  • U R                  U5      (       a  U$ [        R                  nU[        R                  :X  d  [	        X5      (       a  U R                  U5      (       a  U$ [        R
                  nU[        R                  :X  d  [	        X5      (       a  U R                  U5      (       a  U$ U R                  [        R                  R                  U5      5      =(       d    U R                  [        R
                  5      n[        R                  nU[        R                  :w  a/  [	        X5      (       a  U R                  U5      (       a	  U(       d  U$ [        R                  nU[        R                  :X  d  [	        X5      (       al  U R                  U5      (       aV  U[        R                  :X  a9  U R                  [        R                  R                  5      (       a  [        S5      eU(       d  U$ [        R                  n[	        X5      (       a  U R                  U5      (       a  U$ [        R                   n[	        X5      (       a  U R                  U5      (       a  U$ [        R                  R#                  U5      (       a  U$ [%        SU  SU 35      e)Nzambiguous autogradother kernelzcould not find kernel for ú at dispatch key )r;   r   Ú&CompositeExplicitAutogradNonFunctionalÚ	UndefinedÚis_included_in_aliasÚCompositeExplicitAutogradrC   r>   r?   Ú*_dispatch_get_backend_keyset_from_autogradÚ%CompositeImplicitAutogradNestedTensorÚCompositeImplicitAutogradÚAutogradOtherÚ _dispatch_autogradother_backendsrP   ÚAutogradÚFuncTorchBatchedDecompositionÚ_dispatch_has_backend_fallbackr2   )rt   r:   ÚcandÚhas_backend_kernels       r    Úresolve_keyr…   À   s  € à	×%Ñ% a×(Ñ(Øˆä×=Ñ=€Dà	Œ[×"Ñ"Ó"Ô&:¸1×&CÑ&CØ
×
(Ñ
(¨×
.Ñ
.Øˆä×0Ñ0€Dà	Œ[×"Ñ"Ó"Ô&:¸1×&CÑ&CØ
×
(Ñ
(¨×
.Ñ
.ØˆØ×;Ñ;Ü�‰×;Ñ;¸AÓ>ó÷ Oà	×	'Ñ	'¬×(MÑ(MÓ	Nð ô ×<Ñ<€Dà	
Œk×#Ñ#Ó	#Ô(<¸Q×(EÑ(EØ×*Ñ*¨4×0Ñ0Þ"àˆÜ×0Ñ0€Dà	Œ[×"Ñ"Ó"Ô&:¸1×&CÑ&CØ
×
(Ñ
(¨×
.Ñ
.Ø”×)Ñ)Ó)¨b×.PÑ.PÜ�H‰H×5Ñ5÷/
ñ /
ô Ð?Ó@Ð@Þ#ØˆKä×Ñ€DÜ˜A×$Ñ$¨×)GÑ)GÈ×)MÑ)MØˆä×4Ñ4€DÜ˜A×$Ñ$¨×)GÑ)GÈ×)MÑ)MØˆä‡x�x×.Ñ.¨q×1Ñ1ð ˆÜ
Ð :¸2¸$Ð>OÐPQÈsÐSÓ
TÐTr/   ÚHigherOrderOperatorÚ_higher_order_opsc                   ó4  ^ • \ rS rSrSS.U 4S jjrS\\   \\R                     -  \	-  \
-  S\\\\4   /\\\4   4   4U 4S jjrS\\\4   S\\\4   4S	 jr\S
 5       r\S\4S j5       rS rS r\R0                  S 5       rS rS rS rSS jrSrU =r$ )r†   i  F)Ú	cacheablec                ó0  >• [         TU ]  5         [        U 5      [        L a  [	        S5      eXl        Xl        U [        U'   SU l        SU l	        X l
        [        R                  R                  5       U l        [         H  nU R!                  U5        M     g )NzODirect instantiation of HigherOrderOperator is not allowed. Please subclass it.Úhigher_orderútorch.ops.higher_order)Úsuperr-   rr   r†   rP   Ú_namerm   r‡   Ú_nsrn   Ú
_cacheabler>   r?   Ú_dispatch_keyset_fullÚnon_fallthrough_keysÚ2_HIGHER_ORDER_OP_DEFAULT_FALLTHROUGH_DISPATCH_KEYSÚfallthrough)r,   rQ   r‰   Údispatch_keyÚ	__class__s       €r    r-   ÚHigherOrderOperator.__init__  s…   ø€ Ü‰ÑÔÜ�‹:Ô,Ò,ÜØaóð ð Œ
ð ŒØ"&Ô˜$ÑØ!ˆŒØ2ˆŒØ#Œä$)§H¡H×$BÑ$BÓ$DˆÔ!çNˆLØ×Ñ˜\Ö*ò Or/   r:   rE   c                 óÌ   >• [        U[        5      (       a@  U R                  R                  U5      (       d   U R                  R	                  U5      U l        [
        TU ]  U5      $ r&   )rN   r   r’   rA   Úaddr�   rT   ©r,   r:   r–   s     €r    rT   ÚHigherOrderOperator.py_impl$  sP   ø€ ô �aœ×%Ñ%¨d×.GÑ.G×.KÑ.KÈA×.NÑ.NØ(,×(AÑ(A×(EÑ(EÀaÓ(HˆDÔ%Ü‰w‰˜qÓ!Ð!r/   rG   c                 ó²   ^ ^• S[         R                  S[         R                  S[        4UU 4S jjnT R	                  [
        R                  5      " U5        T$ )Nr4   r5   rE   c                  óò  >• [         R                  " 5       (       a1  [        R                  " [         R                  S / U QUP75      (       a0  [         R
                  R                  5          T" U 0 UD6sS S S 5        $ SSKJn  U" T5      (       aP  TR                  " U 0 UD6n[        S UR                   5       5      (       a  [        STR                  5        S35      eT" U 0 UD6$ ! , (       d  f       Ny= f)Nc                 ó$   • U R                   (       + $ r&   )Úrequires_grad)Úts    r    Ú<lambda>ÚRHigherOrderOperator.py_autograd_impl.<locals>.maybe_run_autograd.<locals>.<lambda>3  s   € ˜aŸo™oÕ-r/   r   )Ú_has_gen_schemac              3   ó8   #   • U  H  oR                   v •  M     g 7fr&   )Úis_write©Ú.0Úargs     r    Ú	<genexpr>ÚSHigherOrderOperator.py_autograd_impl.<locals>.maybe_run_autograd.<locals>.<genexpr>=  s   é € Ð@Ò/?¨—|–|Ò/?ùó   ‚zThe zå HigherOrderOperator does not currently support training with in-place input or buffer mutations If you require this feature, please submit an issue to PyTorch. Alternatively, consider creating your own custom autograd.Function. )r>   Úis_grad_enabledÚpytreeÚtree_all_onlyrL   r?   Ú_AutoDispatchBelowAutogradÚtorch._higher_order_ops.utilsr£   Ú
gen_schemaÚanyÚ	argumentsrP   rQ   )r4   r5   r£   ÚschemarG   r,   s       €€r    Úmaybe_run_autogradÚ@HigherOrderOperator.py_autograd_impl.<locals>.maybe_run_autograd0  sÜ   ø€ Ü×(Ò(×*Ñ*¬f×.BÒ.BÜ—‘Ù-Ø�$�˜‘÷/ñ /ô
 —X‘X×8Ñ8Õ:Ù Ð0¨Ñ0÷ ;Ñ:õ Fá˜t×$Ñ$ØŸš¨$Ð9°&Ñ9�ÜÑ@¨v×/?Ò/?Ó@×@Ñ@Ü&Ø˜tŸy™y›{˜mð ,_ð _óð ñ �tÐ&˜vÑ&Ð&÷ ;Õ:ús   Á+C(Ã(
C6)r   r4   r5   r   rT   r   r€   )r,   rG   rµ   s   `` r    Úpy_autograd_implÚ$HigherOrderOperator.py_autograd_impl,  sI   ù€ ð	'¤b§g¡gð 	'¼¿¹ð 	'Är÷ 	'ð 	'ð. 	�‰”[×)Ñ)Ô*Ð+=Ô>àˆ	r/   c                 ó   • U R                   $ r&   )r�   r+   s    r    Ú	namespaceÚHigherOrderOperator.namespaceK  ó   € à�x‰xˆr/   c                 ó.  • SSK Jn  U R                  =(       d}    U R                   SU R                   3[
        R                  R                  R                  ;   =(       d6    [        X5      =(       a$    [
        R                  R                  R                  $ )Nr   )ÚAutogradFunctionApplyÚ.)Ú"torch._functorch.autograd_functionr¾   r�   rn   rm   r>   Ú	_inductorÚconfigÚ!unsafe_marked_cacheable_functionsrN   Ú
_functorchÚ.autograd_cache_allow_custom_autograd_functions)r,   r¾   s     r    r‰   ÚHigherOrderOperator.cacheableO  sr   € åLð �O‰O÷ Ø—/‘/Ð" ! D§M¡M ?Ð3Ü�‰×%Ñ%×GÑGñH÷ô ˜4Ó7÷ [Ü×$Ñ$×+Ñ+×ZÑZð	
r/   c                 óD   • U R                   R                  U5      U l         g r&   )r’   Úremove)r,   r•   s     r    r”   ÚHigherOrderOperator.fallthrough]  s   € Ø$(×$=Ñ$=×$DÑ$DÀ\Ó$RˆÕ!r/   c                ó‚	  ^^• SSK Jn  XR                  ;   a.  U R                  U   n[        U[        5      (       a   eU" U0 UD6$ U[        R
                  :X  a  [        XU5      $ U[        R                  :X  Ga�  / mS mUU4S jn/ UQUR                  5       Q7 H9  nU" U5        [        U[        [        45      (       d  M(  U H  nU" U5        M     M;     [        T5      n	SSK Jn
  U" 5       nUbÀ  [        U5      U R                  ;   a5  U R                  [        U5         nU
" 5        nU" U/UQ70 UD6nS S S 5        OgUR                  (       a$  U
" 5        nUR                  U / X#5      sS S S 5        $ [!        SU R"                   SU SU S	U S
U R"                   SU S35      eW[$        La  U$ U	 Hû  n[        U5      nUR                  [&        R(                  R*                  L a  M7  U[&        R,                  R.                  R0                  L aM  [&        R,                  R.                  R2                  nU R                  U   nU" UR4                  /UQ70 UD6nUs  $ XðR                  ;   a  U R                  U   nU" U0 UD6nO[!        SU R"                   SU S35      eU[$        Ld  Mù  Us  $    [7        SU R"                   SU SU	 Vs/ s H  n[        U5      R8                  PM     sn SU R"                   SU S35      e[&        R(                  R;                  U5      nU[        R<                  :X  a´  SSK Jn
  [?        5       S:”  a   [&        R(                  RA                  [        R                  5      (       dn  [C        5       nUc   S5       e[        U5      U R                  ;   d   SU S35       eU R                  [        U5         nU
" U5       nU" U/UQ70 UD6sS S S 5        $ [E        X5      nUU RF                  ;  a  [!        SU R"                   SU SU S35      eU[        R<                  :w  a  U RF                  U   U R                  U'   U RF                  U   n[        U[        5      (       a   eU" U0 UD6$ ! , (       d  f       GNí= f! , (       d  f       GNÿ= fs  snf ! , (       d  f       NÏ= f)Nr   ©Ú_get_current_dispatch_modec                 ó^   • [         R                  R                  U 5      R                  S5      $ )NrO   )r>   r?   Ú_dispatch_keysrA   )Útensors    r    Úhas_python_keyÚ4HigherOrderOperator.dispatch.<locals>.has_python_keys  s"   € Ü—x‘x×.Ñ.¨vÓ6×:Ñ:¸8ÓDÐDr/   c                 ó„   >• [        U [        R                  5      (       a   T" U 5      (       a  TR                  U 5        g g g r&   )rN   r>   rL   Úappend)r¨   rÐ   Úoverloaded_args_lists    €€r    Úcheck_overloadedÚ6HigherOrderOperator.dispatch.<locals>.check_overloadedv  s5   ø€ Ü˜c¤5§<¡<×0Ñ0±^ÀC×5HÑ5HØ(×/Ñ/°Õ4ð 6IÐ0r/   )Ú_pop_mode_temporarilyz5There was no rule registered for HigherOrderOperator z
 and mode z.Hint: set zc's supports_higher_order_operators to True. This causes all higher order operators to pass through zk's __torch_dispatch__, so handle them accordingly by adding support for HigerOrderOperators (in this case, z) in zC.__torch_dispatch__ or returning NotImplemented when not supported.z%There was no rule registered for HOP z and subclass z. We recommend filing an issue.zHigherOrderOperator 'z¹' is not supported for the given input types. This typically happens when using custom tensor types or dispatch modes that don't have implementations for this operation.

Current mode: z
Input types: z$

To fix this, can add support for 'z' in z's __torch_dispatch__
zIIllegal invocation of dispatch on DispatchKey.PreDispatch without a mode.zCurrent active mode z not registeredz.could not find kernel for HigherOrderOperator rv   z (resolved from Ú))$Útorch.utils._python_dispatchrÌ   r'   rN   r   ÚFuncTorchDynamicLayerFrontModer   rO   ÚvaluesÚlistÚtupler×   rr   r)   Úsupports_higher_order_operatorsÚ__torch_dispatch__r2   rŽ   ÚNotImplementedr>   r?   Ú_disabled_torch_dispatch_implÚ_subclassesÚfake_tensorÚ
FakeTensorÚFakeTensorModeÚ	fake_modeÚ	TypeErrorrm   Ú_to_functionality_keyÚPreDispatchÚ&_len_torch_dispatch_stack_pre_dispatchÚ&_dispatch_tls_is_dispatch_key_excludedÚ'_get_current_dispatch_mode_pre_dispatchr…   r(   )r,   r•   r4   r5   rÌ   ÚkernelrÕ   r¨   ÚaÚoverloaded_argsr×   Ú	curr_modeÚhandlerr_   ÚresultÚsubclass_typeÚfunctionality_keyÚ	final_keyrÐ   rÔ   s                     @@r    ÚdispatchÚHigherOrderOperator.dispatchb  sæ  ù€ ÝKà×/Ñ/Ó/Ø×)Ñ)¨,Ñ7ˆFÜ! &¬+×6Ñ6Ð6Ð6Ù˜4Ð* 6Ñ*Ð*àœ;×EÑEÓEÜ% d°&Ó9Ð9àœ;×-Ñ-Ô-ð $&Ð òEö5ð 1˜Ð0 §¡£Ô0�Ù  Ô%Ü˜c¤D¬% =×1Ó1Û ˜Ù(¨Ö+ó !ñ 1ô $Ð$8Ó9ˆOõ Ká2Ó4ˆIØÑ$Ü˜	“? d×&;Ñ&;Ó;Ø"×3Ñ3´D¸³OÑD�GÙ.Ô0°Dñ ")¨Ð!?°Ò!?¸Ñ!?˜÷ 1Ð0ð
 !×@×@Ù2Ô4¸Ø#,×#?Ñ#?ÀÀbÈ$Ó#W÷ 5Ñ4ô 2ØSÐTX×T^ÑT^ÐS_Ð_iÐjsÐitð u)Ø)2¨ð 4WØW`ÐVað bVàVZ×V`ÑV`ÐUað b Ø )˜{ð +LðMóð ð ¤Ò/Ø!�Mó '�Ü $ S£	�à!×4Ñ4Ü—x‘x×=Ñ=ò>ñ ð !¤E×$5Ñ$5×$AÑ$A×$LÑ$LÒLÜ$)×$5Ñ$5×$AÑ$A×$PÑ$P�MØ"×3Ñ3°MÑB�GÙ$ S§]¡]ÐD°TÒD¸VÑD�FØ!’Mà ×$9Ñ$9Ó9Ø"×3Ñ3°MÑB�Gñ % dÐ5¨fÑ5‘Fä-Ø?ÀÇ
Á
¸|È>ÐZgÐYhð i8ð 9óð ð ¤Ô/Ø!’Mñ= 'ôB Ø'¨¯
©
 |ð 4!ð "+ ð , Ù;JÓ Kº?°a¤ a£×!1Ô!1¹?Ñ KÐLð M5Ø59·Z±Z°LÀÀiÀ[ÐPgðióð ô "ŸH™H×:Ñ:¸<ÓHÐØ¤× 7Ñ 7Ó7ÝJô
 7Ó8¸1Ó<Ü—h‘h×EÑEÜ×"Ñ"÷ñ ô DÓE�	Ø Ñ,ð Ø_óÐ,ô ˜I“¨$×*?Ñ*?Ó?ð Ø*¨9¨+°_ÐEóÐ?ð ×/Ñ/´°Y³Ñ@�Ù*Ð+<Ô=ÀÙ" 4Ð9¨$Ò9°&Ñ9÷ >Ñ=ô   Ó3ˆ	ð ˜DŸO™OÓ+Ü%Ø@ÀÇÁÀð M#Ø#, +Ð-=¸l¸^È1ðNóð ð œ;×2Ñ2Ó2Ø15·±ÀÑ1KˆD× Ñ  Ñ.Ø—‘ Ñ+ˆô ˜f¤k×2Ñ2Ð2Ð2Ù�tÐ&˜vÑ&Ð&÷U 1Ö0ú÷ 5Ö4üòl !L÷. >Õ=ús*   Ä,RÅRËR+ÏR0Ò
RÒ
R(Ò0
R>c                ó  • [        X5      n[        R                  R                  U5      (       a$  [        R                  R                  " X/UQ70 UD6$ [        XU R                  5      nU R                  " UR                  5       /UQ70 UD6$ r&   )	Ú_to_flat_tupler>   Ú	overridesÚhas_torch_functionÚhandle_torch_functionÚ_compute_keysetr’   rö   ÚhighestPriorityTypeId)r,   r4   r5   Ú	flat_argsÚdispatch_key_sets        r    r6   ÚHigherOrderOperator.__call__õ  s„   € ä" 4Ó0ˆ	Ü�?‰?×-Ñ-¨i×8Ñ8Ü—?‘?×8Ò8ØðØ"&òØ*0ñð ô +¨4¸×9RÑ9RÓSÐØ�}Š}Ð-×CÑCÓEÐWÈÒWÐPVÑWÐWr/   c                 ó4   • [        SU R                   S35      e)NzHigherOrderOperator z¼ does not implement a gen_schema. This is OK as long as the hop is functional. e.g. it should not mutate its inputs and there are no input, output aliasing via views or direct referencing.)r2   rŽ   r3   s      r    r±   ÚHigherOrderOperator.gen_schema  s$   € Ü!Ø" 4§:¡: ,ð //ð 0ó
ð 	
r/   c                 ó$   • U R                  5        $ r&   )rQ   r+   s    r    Ú__str__ÚHigherOrderOperator.__str__  s   € Ø—)‘)“+�Ðr/   c                 ó   • U R                   $ r&   ©rŽ   r+   s    r    rQ   ÚHigherOrderOperator.name  ó   € Ø�z‰zÐr/   c                 ó   • U $ r&   r\   ©r,   Úmemos     r    Ú__deepcopy__Ú HigherOrderOperator.__deepcopy__  ó   € Øˆr/   )rn   rm   r�   rŽ   r�   r’   r&   ) rm   rn   ro   rp   r-   rr   r   r>   rL   r   r   r   r   r   rT   r·   Úpropertyrº   r	   Úboolr‰   r”   rö   ÚabcÚabstractmethodr6   r±   r  rQ   r  rs   Ú__classcell__©r–   s   @r    r†   r†     s   ø† ð +0÷ +ð +ð8"àÐ!Ñ" T¨%¯,©,Ñ%7Ñ7¸-ÑGÈ+ÑUð"ð 
�8˜B ˜FÑ#Ð$ h¨r°2¨vÑ&6Ð6Ñ	7÷"ðà�R˜�VÑðð 
�"�b�&Ñ	ôð> ñó ðð ð
˜4ó 
ó ð
òSò
Q'ðf 	×ÑñXó ðXò,
ò ò÷ò r/   c                 ó.   • [         R                  " U 0 UD6$ r&   )r­   Úarg_tree_leaves©r4   r5   s     r    rù   rù     s   € Ü×!Ò! 4Ð2¨6Ñ2Ð2r/   c                 ó.   • [        X5      n[        X25      $ r&   )Ú_get_tensorsÚkey_extractor)r4   r5   r’   Útensorss       r    rý   rý   #  s   € Ü˜4Ó(€GÜ˜Ó7Ð7r/   c                 óž   • [        X5      nU Vs/ s H&  n[        U[        R                  5      (       d  M$  UPM(     nn[	        U5      $ s  snf r&   )rù   rN   r>   rL   rÝ   )r4   r5   Úflat_allr    Útensor_argss        r    r  r  (  s>   € Ü˜dÓ+€HÙ&ÓFšh˜¬*°Q¼¿¹×*E—1™h€KÐFÜ�ÓÐùò Gs
   �#A
·A
c                 óâ   • [         R                  R                  5       nU  H%  nU[         R                  R                  U5      -  nM'     U[         R                  R	                  5       -
  nX!-  nU$ r&   )r>   r?   Ú_dispatch_tls_local_include_setrÎ   Ú_dispatch_tls_local_exclude_set)r  Úkey_maskÚkey_setrÏ   s       r    r  r  0  s[   € Ü�h‰h×6Ñ6Ó8€GÛˆØœEŸH™H×3Ñ3°FÓ;Ñ;Šñ àœŸ™×@Ñ@ÓBÑB€GØÑ €GØ€Nr/   c                   ó,   • \ rS rSrS rS rS rS rSrg)Ú_ModeStackStateForPreDispatchiF  c                 ó$   • S S /U l         S U l        g r&   )Ú*_ModeStackStateForPreDispatch__infra_modesÚ_schema_check_moder+   s    r    r-   Ú&_ModeStackStateForPreDispatch.__init__G  s   € Ø" D˜\ˆÔØ"&ˆÕr/   c                 óV   • U[        U R                  5      :  d   eX R                  U'   g r&   ©Úlenr)  )r,   Úindexr_   s      r    ÚsetÚ!_ModeStackStateForPreDispatch.setK  s)   € Ø”s˜4×-Ñ-Ó.Ó.Ð.Ð.Ø$(×Ñ˜5Ò!r/   c                 óV   • U[        U R                  5      :  d   eU R                  U   $ r&   r-  )r,   r/  s     r    ÚgetÚ!_ModeStackStateForPreDispatch.getO  s,   € Ø”s˜4×-Ñ-Ó.Ó.Ð.Ð.Ø×!Ñ! %Ñ(Ð(r/   c                 ó�   • [        U R                   Vs/ s H	  oc  M  UPM     sn5      [        U R                  S L5      -   $ s  snf r&   )r.  r)  Úintr*  )r,   Úis     r    ÚcountÚ#_ModeStackStateForPreDispatch.countS  sD   € Ü˜t×1Ò1ÓCÒ1˜!—AÑ1ÑCÓDÄsØ×#Ñ#¨4Ð/óH
ñ 
ð 	
ùÒCs
   ”AžA)Ú__infra_modesr*  N)	rm   rn   ro   rp   r-   r0  r3  r8  rs   r\   r/   r    r'  r'  F  s   † ò'ò)ò)õ
r/   r'  c                 óp  ^ ^• [        5       mT bN  T [        R                  R                  R                  [        R                  R                  R
                  4;   d   eU(       a  T b   eUU 4S jnU" 5       n[        5       nUS:X  a.  [        R                  R                  [        R                  S5        U$ )Nc                  óž  >• T[         R                  R                  R                  L a-  TR	                  S5      n [        5       R                  SS 5        U $ T[         R                  R                  R                  L a-  TR	                  S5      n [        5       R                  SS 5        U $ [        5       R                  n S [        5       l        U $ ©Nr   é   )	r>   r?   Ú_TorchDispatchModeKeyÚPROXYr3  Ú!mode_stack_state_for_pre_dispatchr0  Ú
FUNCTIONALr*  )Úcurrent_modeÚcurrent_mode_stack_pre_dispatchÚmode_keys    €€r    Ú_unset_modeÚ,unset_mode_pre_dispatch.<locals>._unset_modee  s§   ø€ ð ”u—x‘x×5Ñ5×;Ñ;Ò;Ø:×>Ñ>¸qÓAˆLÜ-Ó/×3Ñ3°A°tÔ<ØÐØœŸ™×7Ñ7×BÑBÒBØ:×>Ñ>¸qÓAˆLÜ-Ó/×3Ñ3°A°tÔ<ØÐä<Ó>×QÑQˆLØEIÔ-Ó/ÔBØÐr/   r   F)
rA  r>   r?   r?  r@  rB  rê   Ú'_dispatch_tls_set_dispatch_key_includedr   ré   )rE  Úschema_checkrF  rC  Únew_pre_dispatch_lenrD  s   `    @r    Úunset_mode_pre_dispatchrK  \  s¡   ù€ Ü&GÓ&IÐ#ØÑ˜xÜ�‰×&Ñ&×,Ñ,Ü�‰×&Ñ&×1Ñ1ð,ó  ð ð ö ØÑÐÐö ñ  “=€LäAÓCÐð
 ˜qÓ Ü�‰×8Ñ8¼×9PÑ9PÐRWÔXàÐr/   c                 ó^  • SSK Jn  SSKJn  SSKJn  [        U UUU45      (       d   e[        5       n[        X5      (       a5  [        5       R                  nUS:”  a  [        S5      eU [        5       l	        O�[        X5      (       a9  [        5       R                  S5      nUb   e[        5       R                  SU 5        O8[        5       R                  S5      nUb   e[        5       R                  SU 5        US:X  a/  [        R                  R                  [         R"                  S5        g g )Nr   )rX   )ÚSchemaCheckMode)ÚProxyTorchDispatchModezYSchemaCheckMode for pre-dispatch must be used exclusively, found other modes on the stackr>  T)rg   rX   Ú#torch._subclasses.schema_check_moderM  Ú"torch.fx.experimental.proxy_tensorrN  rN   rê   rA  r*  ÚAssertionErrorr3  r0  r>   r?   rH  r   ré   )r_   rX   rM  rN  Úprevious_mode_stack_lenrC  s         r    Ú_set_mode_pre_dispatchrS  ‚  s  € ÝHÝCÝIäØà Ø"Øð	
÷ñ ð ð ô EÓFÐÜ�$×(Ñ(Ü8Ó:×MÑMˆØ" QÓ&Ü Økóð ð BFÔ)Ó+Õ>Ü	�D×	/Ñ	/Ü8Ó:×>Ñ>¸qÓAˆØÑ#Ð#Ð#Ü)Ó+×/Ñ/°°4Õ8ä8Ó:×>Ñ>¸qÓAˆØÑ#Ð#Ð#Ü)Ó+×/Ñ/°°4Ô8ð  !Ó#Ü�‰×8Ñ8¼×9PÑ9PÐRVÕWð $r/   c                  óx  • [        5       n [        5       nUS:X  a  [        S5      eU R                  b
  [	        S SS9$ U R                  S5      b-  [	        [        R                  R                  R                  5      $ U R                  S5      b-  [	        [        R                  R                  R                  5      $ g )Nr   zTrying to pop empty mode stackT)rI  r>  )rA  rê   rQ  r*  rK  r3  r>   r?   r?  rB  r@  )Ú
mode_stackÚpre_dispatch_lens     r    Ú_pop_mode_from_pre_dispatchrW  ©  s™   € Ü2Ó4€JÜ=Ó?Ðà˜1ÓÜÐ=Ó>Ð>à×$Ñ$Ñ0Ü& t¸$Ñ?Ð?Ø‡~�~�aÓÑ$Ü&¤u§x¡x×'EÑ'E×'PÑ'PÓQÐQØ‡~�~�aÓÑ$Ü&¤u§x¡x×'EÑ'E×'KÑ'KÓLÐLð %r/   c                  ó2   • [        5       R                  5       $ r&   )rA  r8  r\   r/   r    rê   rê   ¸  s   € Ü,Ó.×4Ñ4Ó6Ð6r/   c                 ó  • U [         R                  R                  R                  L a  [	        5       R                  S5      $ U [         R                  R                  R                  L d   e[	        5       R                  S5      $ r=  )r>   r?   r?  r@  rA  r3  rB  )rE  s    r    Ú_get_dispatch_mode_pre_dispatchrZ  ¼  s`   € à”5—8‘8×1Ñ1×7Ñ7Ò7Ü0Ó2×6Ñ6°qÓ9Ð9àœ5Ÿ8™8×9Ñ9×DÑDÒDÐDÐDÜ0Ó2×6Ñ6°qÓ9Ð9r/   c                  óh  • [        5       R                  b  [        5       R                  $ [        5       R                  5       n U S:X  a  [        5       R                  S5      $ U S:X  aL  [        5       R                  S5      b  [        5       R                  S5      $ [        5       R                  S5      $ g )Né   r>  r   )rA  r*  r8  r3  )Ú	stack_lens    r    rì   rì   Å  sž   € Ü(Ó*×=Ñ=ÑIÜ0Ó2×EÑEÐEä5Ó7×=Ñ=Ó?ˆ	Ø˜‹>Ü4Ó6×:Ñ:¸1Ó=Ð=Ø˜‹>ô 5Ó6×:Ñ:¸1Ó=ÑIô 2Ó3×7Ñ7¸Ó:ðô 7Ó8×<Ñ<¸QÓ?ðð
 r/   c                  ó   • [         $ r&   )Ú"_mode_stack_state_for_pre_dispatchr\   r/   r    rA  rA  Õ  s   € ä-Ð-r/   Ú
OpOverloadÚ
cached_opsc                 ó.   • [         R                  U 5        g r&   )ra  r™   )Úop_overloads    r    Úadd_cached_oprd  Ý  s   € ä‡N�N�;Õr/   c                  ó,   • [         R                  5         g r&   )ra  rM   r\   r/   r    Úreset_cached_opsrf  â  s   € ä×ÑÕr/   c                  ó   • [         $ r&   )ra  r\   r/   r    Úget_cached_opsrh  ç  s   € äÐr/   c                   óê  ^ • \ rS rSrSSS\\\4   S\\\\4   \4   S\	R                  R                  S\\   SS	4U 4S
 jjr\S\4S j5       r\S\4S j5       r\S\	R                  R&                  4S j5       rS&S jrS rS\R.                  S\R0                  S\4S jrS\	R                  R4                  S\R.                  S\R0                  S\4S jrS rS rS\S\4U 4S jjrS\	R                  R4                  S\4U 4S jjr \!S\4S j5       r"S\4S jr#S\R.                  S\R0                  S\4S jr$S\SS	4S jr%S\S\\\\4   -  4S  jr&S! r'\!S" 5       r(\!S# 5       r)\!S$ 5       r*S%r+U =r,$ )'r`  iî  ÚoverloadpacketÚOpOverloadPacketrt   Úop_dkr´   ÚtagsrE   Nc                 óÔ  >• [         TU ]  5         X l        X0l        X@l        Xl        XPl        UR                  S:X  a  SOUR                  U l        U(       a"  [        R                  R                  U;   U l        U R                  R                  U l        UR                  (       a"  U =R                  SUR                  -   -  sl        U R                  R                  R                  S5      S    SU R                   3U l        UR"                  U l        UR"                  Ul        U R                  U l        0 U l        U R$                  [        R(                  R*                  ;   U l        S nU R                  R.                   HL  nUR0                  c  M  Uc  UR0                  R2                  nM-  UR0                  R2                  =(       d    UnMN     US L=(       a    U(       + U l        g )NÚ r   r¿   ú::r>  )r�   r-   Ú_opÚ_op_dkÚ_schemaÚ_overloadpacketÚ_tagsÚoverload_nameÚ_overloadnamer>   ÚTagÚnondeterministic_seededÚ_nondeterministic_seededrQ   rŽ   Úsplitrm   rn   ro   Ú__annotations__ÚlibraryÚ_defsÚ_defined_in_pythonr³   Ú
alias_infor¥   Úis_view)	r,   rj  rt   rl  r´   rm  r¥   rî   r–   s	           €r    r-   ÚOpOverload.__init__ï  sƒ  ø€ ô 	‰ÑÔØŒØŒØŒØ-ÔØŒ
à×-Ñ-°Ó3‰I¸×9MÑ9Mð 	Ôö Ü,1¯I©I×,MÑ,MÐQUÑ,UˆDÔ)Ø—\‘\×&Ñ&ˆŒ
Ø××Ø�JŠJ˜# × 4Ñ 4Ñ4Ñ4�JØŸ<™<×,Ñ,×2Ñ2°4Ó8¸Ñ;Ð<¸A¸d×>PÑ>PÐ=QÐRˆŒØ(×3Ñ3ˆŒØ&×1Ñ1ˆŒØ ŸJ™JˆÔØ!ˆÔð #'×"3Ñ"3´u·}±}×7JÑ7JÑ"JˆÔð ˆØ—‘×'Ô'ˆAØ�|‰|Ñ#ÙØÑØŸ<™<×0Ñ0’ð Ÿ<™<×0Ñ0×<°H’ñ (ð   tÐ+×<°H´ˆ�r/   c                 óP   • U R                   R                  R                  SSS9S   $ )Nrp  r>  ©Úmaxsplitr   ©rs  rQ   r{  r+   s    r    Ú
_namespaceÚOpOverload._namespace  ó'   € à�|‰|× Ñ ×&Ñ& t°aÐ&Ð8¸Ñ;Ð;r/   c                 óP   • U R                   R                  R                  SSS9S   $ )Nrp  r>  r„  r†  r+   s    r    Ú_opnameÚOpOverload._opname  r‰  r/   c                 ó’   • [         R                  R                  U R                  R                  U R                  R
                  5      $ r&   )r>   r?   Ú_dispatch_find_schema_or_throwrs  rQ   rv  r+   s    r    Ú_handleÚOpOverload._handle#  s2   € ä�x‰x×6Ñ6Ø�L‰L×Ñ˜tŸ|™|×9Ñ9ó
ð 	
r/   c                 ó   • U $ r&   r\   r  s     r    r  ÚOpOverload.__deepcopy__*  r  r/   c                 óV   • SU R                    SU R                   SU R                   S3$ )Nz<OpOverload(op='r¿   z', overload='z')>)r‡  r‹  rw  r+   s    r    Ú__repr__ÚOpOverload.__repr__-  s.   € Ø! $§/¡/Ð!2°!°D·L±L°>ÀÈt×OaÑOaÐNbÐbeÐfÐfr/   r4   r5   c                ó&   • U R                   " U0 UD6$ r&   ©rq  r3   s      r    r6   ÚOpOverload.__call__2  s   € Ø�xŠx˜Ð( Ñ(Ð(r/   Úkeysetc                óB   • U R                   R                  " U/UQ70 UD6$ r&   )r�  Úredispatch_boxed)r,   r™  r4   r5   s       r    Ú
redispatchÚOpOverload.redispatch7  s#   € ð �|‰|×,Ò,¨VÐE°dÒE¸fÑEÐEr/   c                 ó,   • [        U R                  5      $ r&   ©Úhashrq  r+   s    r    Ú__hash__ÚOpOverload.__hash__<  ó   € Ü�D—H‘H‹~Ðr/   c                 ó„   • SR                   " / U R                  R                  R                  S5      QU R                  P76 $ )Nz{}.{}.{}rp  )Úformatrs  rQ   r{  rw  r+   s    r    r  ÚOpOverload.__str__@  s6   € Ø× Ò ÐT $§,¡,×"3Ñ"3×"9Ñ"9¸$Ó"?ÐTÀ×ASÑASÒTÐTr/   r:   c                 óŒ   >• [         TU ]  U5      =(       d.    [        R                  R	                  U R                  5       U5      $ r&   )r�   r;   r>   r?   Ú%_dispatch_has_kernel_for_dispatch_keyrQ   rš   s     €r    r;   Ú&OpOverload.has_kernel_for_dispatch_keyC  s9   ø€ Ü‰wÑ2Øó
÷ Lä�X‰X×;Ñ;¸D¿I¹I»KÈÓKð	Lr/   rB   c                 óŒ   >• [         R                  R                  U R                  5       U5      =(       d    [        TU ]  U5      $ r&   )r>   r?   Ú)_dispatch_has_kernel_for_any_dispatch_keyrQ   r�   rC   )r,   rB   r–   s     €r    rC   Ú*OpOverload.has_kernel_for_any_dispatch_keyH  s7   ø€ Ü�x‰x×AÑAØ�I‰I‹K˜ó
÷ 9ä‰WÑ4°RÓ8ð	9r/   c                 ó   • U R                   $ r&   )r‡  r+   s    r    rº   ÚOpOverload.namespaceM  s   € à�‰Ðr/   c                 ó¨   • [         R                  nXR                  ;   =(       d.    [        R                  R                  U R                  5       U5      $ r&   )r   r}   r(   r>   r?   r¨  rQ   )r,   Údks     r    Ú_can_decomposeÚOpOverload._can_decomposeQ  s=   € Ü×2Ñ2ˆØ—_‘_Ñ$÷ 
¬¯©×(VÑ(VØ�I‰I‹K˜ó)
ð 	
r/   c                 ó  • [         R                  nX0R                  ;   a  U R                  U   " U0 UD6$ [        R                  R                  U R                  5       U5      (       a  U R                  " U/UQ70 UD6$ [        $ r&   )	r   r}   r(   r>   r?   r¨  rQ   rr  rà   )r,   r4   r5   r°  s       r    Ú	decomposeÚOpOverload.decomposeW  sn   € Ü×2Ñ2ˆØ—‘Ó ð
 —?‘? 2Ò&¨Ð7°Ñ7Ð7Ü�X‰X×;Ñ;¸D¿I¹I»KÈ×LÑLØ—;’;˜rÐ3 DÒ3¨FÑ3Ð3ä!Ð!r/   Úkeyc                 ó<   • U R                   R                  US 5        g r&   )r'   Úpop)r,   r¶  s     r    Ú_uncache_dispatchÚOpOverload._uncache_dispatchl  s   € Ø×Ñ× Ñ   dÕ+r/   c                 óJ  ^ ^• TT R                   ;  d   T  ST 35       eT[        R                  :X  a�  [        T [        5      (       d-  T R
                  (       d  TT R                   T'   [        T 5        T$ S[        R                  S[        R                  S[        4UU 4S jjnUT R                   T'   [        T 5        U$ [        R                  R                  T5      nU[        R                  :X  ar  [        5       nUS:”  ab  [        R                  R!                  [        R                  5      (       d0  S[        R                  S[        R                  S[        4U 4S jjnU$ [#        T T5      nT[        R                  :g  nT[        R$                  :X  aO  SS KJs  Jn  UR,                  (       a5  UR/                  T U5      nU(       a  UT R                   T'   [        T 5        U$ T R0                  R3                  XU5      nU(       a  UT R                   T'   [        T 5        U$ )NÚ r4   r5   rE   c                  óV  >• SSK Jn  [        U" 5       5      nUc   S5       eUTR                  ;  aŒ  [	        T[
        5      (       aa  [        R                  R                  R                  5        n[        R                  R                  R                  " UT/U Q70 UD6sS S S 5        $ TR                  " T/U Q70 UD6$ [        R                  R                  R                  5        nTR                  U   " U/U Q70 UD6sS S S 5        $ ! , (       d  f       NY= f! , (       d  f       g = f)Nr   rË   zDIllegal invocation of dispatch on DispatchKey.Python without a mode.)rÙ   rÌ   rr   r)   rN   ÚTorchBindOpOverloadr>   ÚutilsÚ_python_dispatchr×   Ú_libraryÚhandle_dispatch_moderr  )r4   r5   rÌ   rð   r_   r¶  r,   s        €€r    rñ   Ú)OpOverload._get_dispatch.<locals>.handlerz  s  ø€ ÝSô !Ñ!;Ó!=Ó>�	Ø Ñ,ð ØZóÐ,ð  D×$9Ñ$9Ó9Ü! $Ô(;×<Ñ<ä!ŸK™K×8Ñ8×NÑNÔPÐTXä#(§>¡>×#7Ñ#7×#LÒ#LØ $ dð$Ø-1ò$Ø5;ñ$÷ QÑPð  $Ÿ{š{¨3Ð@°Ò@¸Ñ@Ð@ä—[‘[×1Ñ1×GÑGÔIÈTØ×0Ñ0°Ò;¸DÐRÀ4ÒRÈ6ÑR÷ JÑI÷ QÕPú÷ JÕIús   Á//D	Ã&DÄ	
DÄ
D(r   c                  óÒ   >• [         R                  S 5       nU" 5        n[        R                  R                  R
                  " UT/U Q70 UD6sS S S 5        $ ! , (       d  f       g = f)Nc               3   ó`   #   • [        5       n  U v •  [        U 5        g ! [        U 5        f = f7fr&   )rW  rS  )Útop_modes    r    Ú(_temporarily_pop_modes_from_pre_dispatchÚ[OpOverload._get_dispatch.<locals>.handler.<locals>._temporarily_pop_modes_from_pre_dispatch£  s(   é € ä#>Ó#@˜ð=Ø"*šNä2°8Õ<øÔ2°8Õ<üs   ‚.Ž ’.ž+«.)Ú
contextlibÚcontextmanagerr>   rÁ  r¿  rÂ  )r4   r5   rÇ  rð   r,   s       €r    rñ   rÃ  ¢  s`   ø€ Ü×.Ñ.ñ=ó /ð=ñ BÔCÀyÜ$Ÿ~™~×3Ñ3×HÒHØ% tð Ø.2ò Ø6<ñ ÷ D×C×Cús   Ÿ/AÁ
A&)r'   r   rO   rN   r¾  r)   rd  r   r4   r5   r   r>   r?   rè   ré   rê   rë   r…   rh   Útorch._dispatch.pythonÚ	_dispatchÚpythonÚCROSSREF_FUNCTIONALIZEÚmake_crossref_functionalizer(   r3  )	r,   r¶  rñ   rô   Úcurr_stack_lenrõ   Úcache_resultÚ
pydispatchÚrs	   ``       r    Ú_get_dispatchÚOpOverload._get_dispatchp  sÓ  ù€ à˜$×.Ñ.Ó.Ð?°4°&¸¸#¸°Ó?Ð.à”+×$Ñ$Ó$Ü˜dÔ$7×8Ñ8À×AV×AVØ,/�×$Ñ$ SÑ)Ü˜dÔ#Ø�
ðSœrŸw™wð S´"·)±)ð SÄ÷ Sð Sð0 )0ˆD× Ñ  Ñ%Ü˜$ÔØˆNä!ŸH™H×:Ñ:¸3Ó?ÐØ¤× 7Ñ 7Ó7ÜCÓEˆNð  Ó"ÜŸ™×GÑGÜ×&Ñ&÷ñ ð
¤2§7¡7ð ´b·i±ið ÄB÷ ð& �ä  cÓ*ˆ	ð œk×5Ñ5Ñ5ˆð
 ”+×+Ñ+Ó+ß7Ð7à×0×0Ø$×@Ñ@ÀÀyÓQ�ÞØ07�D×(Ñ(¨Ñ-Ü! $Ô'Ø�à�O‰O×Ñ 	Ó5ˆÞØ()ˆD× Ñ  Ñ%Ü˜$ÔØˆr/   c                 ó   • U R                   $ r&   r  r+   s    r    rQ   ÚOpOverload.nameÏ  r
  r/   c                 ó   • U R                   $ r&   )rt  r+   s    r    rj  ÚOpOverload.overloadpacketÒ  s   € à×#Ñ#Ð#r/   c                 ó   • U R                   $ r&   r—  r+   s    r    rt   ÚOpOverload.opÖ  r¼   r/   c                 ó   • U R                   $ r&   )ru  r+   s    r    rm  ÚOpOverload.tagsÚ  s   € à�z‰zÐr/   )r|  rn   rm   ro   r  rŽ   rz  rq  rr  rw  rt  rs  ru  r�  r&   )-rm   rn   ro   rp   r   r   r   r   r   r>   r?   ÚFunctionSchemarÜ   r   r-   r   Ústrr‡  r‹  Ú_DispatchOperatorHandler�  r  r”  r4   r5   r6   ÚDispatchKeySetrœ  r¡  r  r  r;   rC   r  rº   r±  r´  r¹  rÔ  rQ   rj  rt   rm  rs   r  r  s   @r    r`  r`  î  s1  ø† ð*=à*ð*=ð �R˜�VÑð*=ð ˜ K° OÑ4°bÐ8Ñ9ð	*=ð
 —‘×'Ñ'ð*=ð �3‰ið*=ð 
÷*=ðX ð<˜Có <ó ð<ð ð<˜ó <ó ð<ð ð
˜Ÿ™×9Ñ9ó 
ó ð
ôògð
) §¡ð )°B·I±Ið )À"ô )ð
FØŸ™×0Ñ0ðFØ9;¿¹ðFØLNÏIÉIðFà	ôFò
òUðL¨[ð L¸T÷ Lð
9°%·(±(×2IÑ2Ið 9Èd÷ 9ð
 ð˜3ó ó ðð
 ô 
ð"˜rŸw™wð "°"·)±)ð "Àô "ð*, [ð ,°Tô ,ð] ð ]°¸xÈÈBÈÑ?OÑ1Oô ]ò~ð ñ$ó ð$ð ñó ðð ñó ör/   c                   ó®   • \ rS rSrS\\   4S jrS\R                  S\R                  S\
4S jrS\\   S\R                  S\R                  S\
4S jrS	rg
)r¾  iå  rE   c                 ób  ^ • [         R                  [         R                  [         R                  [         R                  [         R
                  [         R                  [         R                  [         R                  /nS[         4U 4S jjnU Vs/ s H  nU" U5      (       d  M  UPM     sn$ s  snf )Nr¶  c                 óD  >• [         R                  R                  TR                  5       U 5      (       a.  [         R                  R	                  TR                  5       U 5      $ U TR
                  ;  =(       d)    TR
                  U    [         R                  R                  L $ r&   )r>   r?   r¨  rQ   Ú0_dispatch_kernel_for_dispatch_key_is_fallthroughr(   r}  Úfallthrough_kernel)r¶  r,   s    €r    Ú(_may_use_fallthrough_instead_of_fallbackÚWTorchBindOpOverload._fallthrough_keys.<locals>._may_use_fallthrough_instead_of_fallbackô  sv   ø€ Ü�x‰x×=Ñ=¸d¿i¹i»kÈ3×OÑOÜ—x‘x×PÑPØ—I‘I“K óð ð
 ˜4Ÿ?™?Ñ*÷ LØ—?‘? 3Ñ'¬5¯=©=×+KÑ+KÐKðr/   )	r   r€   ÚAutogradCPUÚAutogradCUDAÚADInplaceOrViewÚBackendSelectÚPythonTLSSnapshotÚPythonDispatcherrh   )r,   Ú_DEFAULT_FALLTHROUGH_KEYSrç  r¶  s   `   r    Ú_fallthrough_keysÚ%TorchBindOpOverload._fallthrough_keysæ  s�   ø€ ô × Ñ Ü×#Ñ#Ü×$Ñ$Ü×'Ñ'Ü×%Ñ%Ü×)Ñ)Ü×(Ñ(Ü×%Ñ%ð	%
Ð!ð		¼+÷ 		ñ 1ó
â0�Ù7¸×<÷ Ù0ñ
ð 	
ùò 
s   ÂB,Â#B,r4   r5   c                óŽ   • [        X5      (       a$  U R                  " U R                  5       /UQ70 UD6$ U R                  " U0 UD6$ r&   )Ú_must_dispatch_in_pythonÚ_dispatch_in_pythonrð  rq  r3   s      r    r6   ÚTorchBindOpOverload.__call__  sG   € Ü# D×1Ñ1ð ×+Ò+¨D×,BÑ,BÓ,DÐVÀtÒVÈvÑVÐVØ�xŠx˜Ð( Ñ(Ð(r/   Úfallthrough_keysc           	      ó2  • [         R                  R                  5       nU H  nUR                  U5      nM     [	        X#U5      nUR                  5       nXpR                  ;  a  U R                  U5      OU R                  U   n[        U[        5      (       aa  [         R                  R                  U R                  5       U5      (       a  U R                  " X/-   /UQ70 UD6$ [        SU  SU SU S35      e[        U[        5      (       d   eU" U0 UD6$ )NzTorchbind op z4 received a FakeScriptObject input when dispatching zÖ. but no python implementation is found. Please file an issue on this when you encounter this error. This error can happen when you export or compile the model. It can still happen even if a C++ implementation for zz.  has been registered. That's because FakeScriptObject purely lives in python and cannot work  with a C++ implementation.)r>   r?   r‘   rÈ   rý   rþ   r'   rÔ  rN   r   rå  rQ   rô  rP   r   )	r,   rö  r4   r5   r’   r¶  r   r•   rñ   s	            r    rô  Ú'TorchBindOpOverload._dispatch_in_python  sB  € ô  %Ÿx™x×=Ñ=Ó?ÐÛ#ˆCØ#7×#>Ñ#>¸sÓ#CÒ ñ $ô +¨4Ð9MÓNÐØ'×=Ñ=Ó?ˆð ×#7Ñ#7Ó7ð ×Ñ˜|Ô,à×%Ñ% lÑ3ð 	ô �gœ{×+Ñ+ô �x‰x×HÑHØ—	‘	“˜\÷ñ ð ×/Ò/Ø$ ~Ñ5ðàòð ñð ô Ø ˜vÐ%YÐZaÐYbð cIð JVÈð W.ð	/óð ô ˜'¤8×,Ñ,Ð,Ð,Ù˜Ð' Ñ'Ð'r/   r\   N)rm   rn   ro   rp   rÜ   r   rð  r   r4   r5   r   r6   rô  rs   r\   r/   r    r¾  r¾  å  sh   † ð
 4¨Ñ#4ô 
ðB) §¡ð )°B·I±Ið )À"ô )ð'(Ø $ [Ñ 1ð'(Ø:<¿'¹'ð'(ØMOÏYÉYð'(à	÷'(r/   r¾  c                 ó4   • [         R                  " S X45      $ )Nc                 ó^   • [        U [        R                  R                  R                  5      $ r&   )rN   r>   rÁ  Úfake_class_registryÚFakeScriptObject)Úobjs    r    r¡   Ú*_must_dispatch_in_python.<locals>.<lambda>;  s   € ”JØ”—‘×3Ñ3×DÑDô
r/   )r­   Útree_anyr  s     r    ró  ró  9  s   € Ü�?Š?ñ	
ð 
ˆó	ð r/   r´   rE   c                 ó:   • [        S U R                   5       5      $ )Nc              3   ój   #   • U  H)  n[        UR                  [        R                  5      v •  M+     g 7fr&   )rN   rr   r>   Ú	ClassTyper¦   s     r    r©   Ú)_has_script_object_arg.<locals>.<genexpr>C  s$   é € ÐQÒ@P¸Œz˜#Ÿ(™(¤E§O¡O×4Ð4Ò@Pùs   ‚13)r²   r³   )r´   s    r    Ú_has_script_object_argr  B  s   € ÜÑQÀ×@PÒ@PÓQÓQÐQr/   c            
       ó  • \ rS rSr% Sr\\   \S'   S\S\S\\	\
4   S\\   SS	4
S
 jrSS jrS rS rS r\S 5       r\S 5       rS\S\\	\
4   4S jrS\\   4S jrS\	R0                  S\	R2                  S\
4S jrS rSrg	)rk  iH  ú	torch.opsÚ__file__Úqualified_op_nameÚop_namert   Úoverload_namesrE   Nc                 ó    • Xl         X l        X0l        X@l        / U l        [        S U R                  R                  5        5       5      U l        g )Nc              3   ó8   #   • U  H  n[        U5      v •  M     g 7fr&   )r  )r§   r´   s     r    r©   Ú,OpOverloadPacket.__init__.<locals>.<genexpr>Y  s   é € ð .
Ú9O¨vÔ" 6×*Ð*Ò9Oùr«   )	Ú_qualified_op_namerm   rq  Ú_overload_namesÚ_dirr²   Ú_schemasrÛ   Ú_has_torchbind_op_overload)r,   r  r	  rt   r
  s        r    r-   ÚOpOverloadPacket.__init__K  sH   € ð #4ÔØŒØŒØ-ÔØ!ˆŒ	Ü*-ñ .
Ø9=¿¹×9MÑ9MÔ9Oó.
ó +
ˆÕ'r/   c                 ó   • U $ r&   r\   r  s     r    r  ÚOpOverloadPacket.__deepcopy__^  r  r/   c                 óR   • SR                   " U R                  R                  S5      6 $ )Nz<OpOverloadPacket(op='{}.{}')>rp  ©r¥  r  r{  r+   s    r    r”  ÚOpOverloadPacket.__repr__a  s)   € Ø/×6Ò6Ø×$Ñ$×*Ñ*¨4Ó0ð
ð 	
r/   c                 ó,   • [        U R                  5      $ r&   rŸ  r+   s    r    r¡  ÚOpOverloadPacket.__hash__f  r£  r/   c                 óR   • SR                   " U R                  R                  S5      6 $ )Nz{}.{}rp  r  r+   s    r    r  ÚOpOverloadPacket.__str__i  s"   € Ø�~Š~˜t×6Ñ6×<Ñ<¸TÓBÐCÐCr/   c                 ó   • U R                   $ r&   r—  r+   s    r    rt   ÚOpOverloadPacket.opl  r¼   r/   c                 ó˜   • U R                    Vs0 s H.  nU[        R                  R                  U R                  U5      _M0     sn$ s  snf r&   )r  r>   r?   Ú_get_schemar  )r,   rv  s     r    r  ÚOpOverloadPacket._schemasp  sK   € ð "&×!5Ò!5ó
â!5�ð œ5Ÿ8™8×/Ñ/°×0GÑ0GÈÓWÒWÙ!5ñ
ð 	
ùò 
s   �5Ar¶  c           
      óÜ  •  UR                  S5      (       a  [        U R                  U5      $   US:X  a  SOUn[
        R                  R                  U R                  U5      nUc  [        S[	        U 5       S	U S35      eUu  pEn[
        R                  R                  U R                  U5      n[        U5      (       d  [        XXWU5      O[        XXWU5      n[        XU5        U R                  R                  U5        U$ ! [         a3    [        S[	        U 5       S[	        U R                  5       SU S35      S ef = f! [          a    [        S[	        U 5       S	U S35      S ef = f)
NÚ__Ú'zH' can't have an overload name beginning with '__' and the underlying op z has no attribute z either.r   ro  zThe underlying op of 'z' has no overload name ')Ú
startswithÚgetattrrq  ÚAttributeErrorrß  r>   r?   Ú_get_operation_overloadr  r   r  r`  r¾  Úsetattrr  rÓ   rP   )	r,   r¶  Úuse_keyÚ
op_dk_tagsÚop_Úop_dk_rm  r´   Úoverloads	            r    Ú__getattr__ÚOpOverloadPacket.__getattr__w  sŽ  € ð	Ø�~‰~˜d×#Ñ#Ü˜tŸx™x¨Ó-Ð-ð $ð	à 9Ó,‘b°#ˆGäŸ™×9Ñ9Ø×'Ñ'¨óˆJð Ñ!Ü$Ø,¬S°«Y¨KÐ7OÐPSÈuÐTUÐVóð ð !+ÑˆC˜Ü—X‘X×)Ñ)¨$×*AÑ*AÀ7ÓKˆFô .¨f×5Ñ5ô ˜4 f°dÔ;ä(¨°FÀDÓIð ô �D˜xÔ(Ø�I‰I×Ñ˜SÔ!ØˆOøôA ó 	ô
 !Ø”C˜“I�;ð !Ü!$ T§X¡X£ Ð/AÀ#ÀÀhðPóð ðð	ûôB ó 	Ü Ø(¬¨T«¨Ð3KÈCÈ5ÐPQÐRóàðð	ús   ‚+D °CE Ä=EÅ'E+c                 ó,   • [        U R                  5      $ r&   ©Úiterr  r+   s    r    Ú__iter__ÚOpOverloadPacket.__iter__¨  ó   € Ü�D—I‘I‹Ðr/   r4   r5   c                ó†   • U R                   (       a  [        X5      (       a  [        U /UQ70 UD6$ U R                  " U0 UD6$ r&   )r  ró  Ú!_call_overload_packet_from_pythonrq  r3   s      r    r6   ÚOpOverloadPacket.__call__­  sA   € ð ×*×*Ô/GÈ×/UÑ/Uä4°TÐK¸DÒKÀFÑKÐKØ�xŠx˜Ð( Ñ(Ð(r/   c                 óV   • U R                    Vs/ s H  o(       a  UOSPM     sn$ s  snf )Nr   )r  )r,   Úns     r    Ú	overloadsÚOpOverloadPacket.overloads¼  s)   € Ø/3×/CÒ/CÓDÒ/C¨!•Q‘˜IÒ%Ñ/CÑDÐDùÒDs   �&)rm   r  r  rq  r  r  r&   )rm   rn   ro   rp   r  r   rß  r|  r   r   r   rÜ   r-   r  r”  r¡  r  r  rt   r  r`  r/  r   r4  r4   r5   r6   r<  rs   r\   r/   r    rk  rk  H  sä   ‡ Ø)€Hˆh�s‰mÓ)ð
àð
ð ð
ð �R˜�VÑð	
ð
 ˜S™	ð
ð 
ô
ô&ò
ò
òDð ñó ðð ñ
ó ð
ð/˜sð / z°"°b°&Ñ'9ô /ðb˜( 3™-ô ð
) §¡ð )°B·I±Ið )À"ô )õEr/   rk  r4   r5   c                 óÐ  • [         R                  R                  " U /UQ70 UD6u  p4U(       a  U$ 0 nS nU R                  5        H?  n[	        X5      n [         R                  R
                  " UR                  /UQ70 UD6n	Un  O   U(       a  U" U0 UD6$ SU  S3nUR                  5        H  u  pÍUSU SU S3-  nM     [        U5      e! [         a  n
X¥U'    S n
A
Mœ  S n
A
ff = f)Nz'Fail to match any TorchBindOverload of z with following exceptions:
zOverload name z:
 Ú
)	r>   r?   Ú(_maybe_call_torch_function_for_op_packetr<  r&  Ú&_check_schema_allow_fake_script_objectrs  rP   Úitems)rt   r4   r5   Útorch_function_calledÚretÚ
exceptionsÚfound_oprv  rc  Ú_ÚeÚerr_msgr¶  Úmsgs                 r    r8  r8  Â  s  € ô "'§¡×!RÒ!RØ
ð"Øò"Øñ"ÑÐö Øˆ
ð €JØ€HØŸ™žˆÜ˜bÓ0ˆð	*Ü—‘×?Ò?Ø×#Ñ#ðØ&*òØ.4ñˆAð #ˆHÙñ (ö Ù˜Ð( Ñ(Ð(ð 2°"°Ð5RÐSð ð ×$Ñ$Ö&‰ˆØ�^ C 5¨¨S¨E°Ð4Ñ4Šñ 'ä
�wÓ
Ðøô ó 	*Ø()�}×%ûð	*ús   Á0CÃ
C%ÃC Ã C%c                   ób   ^ • \ rS rSrSrSrS\SS4U 4S jjrS\\   4S jr	S	\S\
4S
 jrSrU =r$ )Ú_OpNamespaceiù  aì  
An op namespace to dynamically bind Operators into Python.

Say a user has created a custom Operator called "my_namespace::my_op". To
call this op, the user will write torch.ops.my_namespace.my_op(...).
At startup, this operation will not yet be bound into Python. Instead, the
following sequence of magic tricks will occur:
1. `torch.ops.my_namespace` will invoke the `__getattr__` magic method
   on the `torch.ops` object, which will create a new `_OpNamespace`
   object called `my_namespace` and set it as an attribute on the `ops`
   object.
2. `torch.ops.my_namespace.my_op` will then invoke `__getattr__` on
   the `my_namespace` object, which will retrieve the operation via
   `torch.get_operation`, a function bound from C++, and then in a similar
   fashion bind this new object onto the `my_namespace` object.
3. `torch.ops.my_namespace.my_op(...)` then calls this new operation
    and subsequent accesses will incur no further lookup (the namespace and
    operation will already exist).
r  rQ   rE   Nc                 óD   >• [         TU ]  SU-   5        Xl        / U l        g )Nz
torch.ops.)r�   r-   rQ   r  )r,   rQ   r–   s     €r    r-   Ú_OpNamespace.__init__  s!   ø€ Ü‰Ñ˜¨Ñ,Ô-ØŒ	Ø!ˆ�	r/   c                 ó,   • [        U R                  5      $ r&   r2  r+   s    r    r4  Ú_OpNamespace.__iter__  r6  r/   r	  c                 óî  • US;   a  [        SU SU R                   S35      eU R                  nU SU 3nU R                  S-   U-   n [        X45      u  pVUc  [        SU R                   SU S35      e XEl        [        X1XV5      nU R                  S-   U-   Ul        [        XU5        U R                  R                  U5        U$ ! [         a"  n[        SU R                   SU S35      UeS nAff = f)	N)Ú
__origin__Ú__self__zInvalid attribute 'z' for '_OpNamespace' 'r$  rp  r¿   z'_OpNamespace' 'z' object has no attribute ')	r'  rQ   rn   Ú_get_packetrP   rk  r)  r  rÓ   )	r,   r	  Únamespace_namer  Úmodule_namert   r
  rH  Úopoverloadpackets	            r    r/  Ú_OpNamespace.__getattr__  s2  € ØÐ0Ó0Ü Ø% g YÐ.DÀTÇYÁYÀKÈqÐQóð ð Ÿ™ˆØ-Ð.¨b°°	Ð:ÐØ—o‘o¨Ñ+¨nÑ<ˆð	Ü!,Ð->Ó!LÑˆBØ‰zÜ$Ø& t§y¡y kÐ1LÈWÈIÐUVÐWóð ð ð $ŒÜ+Ø¨ó
Ðð '+§o¡o¸Ñ&;¸nÑ&LÐÔ#ô 	�Ð/Ô0Ø�	‰	×Ñ˜Ô!ØÐøô! ó 	ô !Ø" 4§9¡9 +Ð-HÈÈ	ÐQRÐSóàðûð	ús   Á	,C Ã
C4ÃC/Ã/C4)r  rQ   )rm   rn   ro   rp   rq   r  rß  r-   r   r4  rk  r/  rs   r  r  s   @r    rL  rL  ù  sK   ø† ñð( €Hð"˜Sð " T÷ "ð
˜( 3™-ô ð"  3ð " Ð+;÷ " ò " r/   rL  c                 ó®   • [         R                  R                  U 5      u  p#Ub/  [         R                  R                  R                  X 5        Xl        X#4$ r&   )r>   r?   Ú_jit_get_operationÚjitÚ	_builtinsÚ_register_builtinrn   )ÚqualnameÚ	op_modulert   r
  s       r    rT  rT  =  sF   € ÜŸ™×4Ñ4°XÓ>Ñ€BØ	�~ô 	�	‰	×Ñ×-Ñ-¨bÔ;Ø!ŒØÐÐr/   c                 ó~   • [        U R                  U R                  R                  5      u  pUc   eXl        X l        g r&   )rT  r  rq  rn   r  )Úpacketrt   r
  s      r    Ú_refresh_packetrb  G  s6   € Ü$ V×%>Ñ%>ÀÇ
Á
×@UÑ@UÓVÑ€BØ‰>Ðˆ>Ø„JØ+Õr/   c                   óV   ^ • \ rS rSrSrS	U 4S jjrS\\   4S jrS\S\	4S jr
SrU =r$ )
Ú_HigherOrderNamespaceiN  r  rE   c                 ó2   >• [         TU ]  S5        / U l        g )NrŒ   )r�   r-   r  ©r,   r–   s    €r    r-   Ú_HigherOrderNamespace.__init__Q  s   ø€ Ü‰ÑÐ1Ô2Ø!ˆ�	r/   c                 ó,   • [        U R                  5      $ r&   r2  r+   s    r    r4  Ú_HigherOrderNamespace.__iter__U  r6  r/   rQ   c                 ó¢   • [         R                  U5      nUc  [        SU S35      e[        XU5        U R                  R                  U5        U$ )NzJ'_HigherOrderNamespace' 'torch.ops.higher_order' object has no attribute 'r$  )r‡   r3  r'  r)  r  rÓ   )r,   rQ   rt   s      r    r/  Ú!_HigherOrderNamespace.__getattr__X  sV   € ä×"Ñ" 4Ó(ˆØ‰:Ü Ø\Ð]aÐ\bÐbcÐdóð ô 	�˜BÔØ�	‰	×Ñ˜ÔØˆ	r/   )r  )rE   N)rm   rn   ro   rp   r  r-   r   rß  r4  r†   r/  rs   r  r  s   @r    rd  rd  N  s6   ø† Ø€H÷"ð˜( 3™-ô ð	 ð 	Ð(;÷ 	ò 	r/   rd  c                   ó^   ^ • \ rS rSrSrU 4S jrS\S\4S jrS\	\   4S jr
S rS	 rS
rU =r$ )Ú_Opsid  z_ops.pyc                 ón   >• [         TU ]  S5        [        5       U l        [	        5       U l        / U l        g )Nr  )r�   r-   r0  Úloaded_librariesrd  r‹   r  rf  s    €r    r-   Ú_Ops.__init__g  s,   ø€ Ü‰Ñ˜Ô%Ü #£ˆÔÜ1Ó3ˆÔØˆ�	r/   rQ   rE   c                 ój   • [        U5      n[        XU5        U R                  R                  U5        U$ r&   )rL  r)  r  rÓ   )r,   rQ   rº   s      r    r/  Ú_Ops.__getattr__m  s.   € ä  Ó&ˆ	Ü�˜IÔ&Ø�	‰	×Ñ˜ÔØÐr/   c                 ó,   • [        U R                  5      $ r&   r2  r+   s    r    r4  Ú_Ops.__iter__t  r6  r/   c                 ó0   • [         R                  " U5        g)a#  
Imports a Python module that has torch.library registrations.

Generally, to extend PyTorch with custom operators, a user will
create a Python module whose import triggers registration of
the custom operators via a torch.ops.load_library call or a call
to one or more torch.library.* APIs.

It is unexpected for Python modules to have side effects, so some
linters and formatters will complain. Use this API to import Python
modules that contain these torch.library side effects.

Args:
    module (str): The name of the Python module to import

N)Ú	importlibÚimport_module)r,   Úmodules     r    rw  Ú_Ops.import_modulew  s   € ô" 	×Ò Õ'r/   c                 ó   • [         R                  " U5      n[        5           [        R                  " U5         SSS5        U R                  R                  U5        g! [
         a  n[        SU 35      UeSnAff = f! , (       d  f       NK= f)a£  
Loads a shared library from the given path into the current process.

The library being loaded may run global initialization code to register
custom operators with the PyTorch JIT runtime. This allows dynamically
loading custom operators. For this, you should compile your operator
and the static registration code into a shared library object, and then
call ``torch.ops.load_library('path/to/libcustom.so')`` to load the
shared object.

After the library is loaded, it is added to the
``torch.ops.loaded_libraries`` attribute, a set that may be inspected
for the paths of all libraries loaded using this function.

Args:
    path (str): A path to a shared library to load.
zCould not load this library: N)	r   Úresolve_library_pathr!   r   ÚCDLLÚ	ExceptionÚOSErrorro  r™   )r,   ÚpathrH  s      r    Úload_libraryÚ_Ops.load_libraryŠ  sw   € ô$ ×3Ò3°DÓ9ˆÜ�_ðMÜ—’˜DÕ!÷ ð 	×Ñ×!Ñ! $Õ'øô ó MÜÐ =¸d¸VÐDÓEÈ1ÐLûðMú÷ �_ús(   ¡A?£AÁ
A<Á(A7Á7A<Á<A?Á?
B)r  r‹   ro  )rm   rn   ro   rp   r  r-   rß  rL  r/  r   r4  rw  r€  rs   r  r  s   @r    rm  rm  d  s?   ø† Ø€Hõð ð ¨ô ð˜( 3™-ô ò(÷&(ð (r/   rm  Úops)F)`r  rÉ  r   rv  rI   r   ÚtypesÚcollections.abcr   r   Ú	functoolsr   Útypingr   r   r   r	   r
   r   Útyping_extensionsr   r   r>   Útorch.utils._pytreer¿  Ú_pytreer­   r   Útorch._Cr   ry   r   Útorch._functorch.pyfunctorchr   r   rÙ   r   rg   r   r   r   Úhasattrr   rÊ  r!   r#   r…   r‡   Údictrß  r|  rî  rí  rë  rì  ÚAutocastCPUÚAutocastCUDAÚAutocastXPUr“   ÚABCr†   rù   rý   r  r  r'  r_  rK  rS  rW  rê   rZ  rì   rA  r0  ra  rd  rf  rh  r`  r¾  ró  rÞ  r  r  rk  r4   r5   r8  Ú
ModuleTyperL  rT  rb  rd  rm  r‚  r\   r/   r    Ú<module>r“     sš  ðä 
Û Û Û Û Û 
Û ß .Ý %ß L× Lß 0ã ß $Ð $Ý !ß Xß JÝ :ö ÝHñ ˆT˜3Ñ€Ùˆt˜SÑ!€ñ ˜CÐ!1Ó2×U±w¸sÐDTÓ7UÐ ð ×Ññ&ó ð&÷ I"ñ I"ðZ2U�Lð 2U [ô 2Uðj 79Ð �4˜Ð2Ð2Ñ3Ó 8ð × Ñ Ø×!Ñ!Ø×ÑØ×ÑØ×ÑØ×ÑØ×Ñð6Ð 2ôZ˜,¨¯©ô Zòz3ò8ò
ò÷,
ñ 
ñ& &CÓ%DÐ "ô#òL$XòNMò7ò:òò .ñ
 !$£€
ˆC�ÑÓ %ò ò
ò
ôn�˜w r¨2 v™ô nônQ(˜* R¨ VÑ,ô Q(òhðR 5×#7Ñ#7ð R¸Dô RôuE�w˜r 2˜v‘ô uEðt% Ø˜˜R˜Ñ ð% Ø)+¯©ð% Ø<>¿I¹Ið% àô% ônA �5×#Ñ#ô A òHò,ô˜E×,Ñ,ô ô,A(ˆ5×Ñô A(ñJ ‹F€€TÔ r/   