Ë
    g^(h=�  ã                  ó*  — d dl mZ d dlZd dlZd dlZd dlZd dlZd dlZd dlZd dl	Z	d dl
Zd dlZd dlmZ d dlmZ d dlmZ d dlmZmZmZmZmZmZmZmZ d dlZd dlmZ d dlmZ d d	l m!Z!m"Z" d d
l#m$Z$  ejJ                  e&«      Z'erd dl(Z(	  ejR                  d«      Z* ejR                  d«      Z+ ed¬«       G d„ d«      «       Z, G d„ de«      Z- G d„ dej\                  «      Z/	  G d„ d«      Z0 ej                   d¬«       G d„ d«      «       Z1 G d„ de«      Z2eej                    G d„ d«      «       «       Z3 ed«      Z4	 ej                    G d„ d«      «       Z5	 ej                    G d „ d!e5«      «       Z6	 ej                    G d"„ d#e5«      «       Z7	  G d$„ d%ee4   «      Z8 G d&„ d'«      Z9 G d(„ d)«      Z: G d*„ d+e8e:   «      Z; G d,„ d-«      Z< G d.„ d/e8e<   «      Z=	  G d0„ d1«      Z> G d2„ d3e8e9   «      Z? G d4„ d5«      Z@ G d6„ d7e@«      ZA G d8„ d9«      ZB ej†                  «       ZD	  G d:„ d;«      ZE G d<„ d=«      ZFedFd>„«       ZGedGd?„«       ZH ej                   d¬«       G d@„ dA«      «       ZI ej                   d¬«       G dB„ dCeI«      «       ZJdHdIdD„ZKdE„ ZLy)Jé    )ÚannotationsN)Úabstractmethod)Úcontextmanager)Ú	dataclass)ÚAnyÚCallableÚGenericÚ
NamedTupleÚOptionalÚTYPE_CHECKINGÚTypeVarÚUnion)Ú_pytree)Údataclass_slots)ÚCapturedTracebackÚformat_frame)ÚWeakTensorKeyDictionaryz-^(?P<frame_id>\d+)/(?P<frame_compile_id>\d+)$zQ^!(?P<compiled_autograd_id>\d+)(?:/(?P<frame_id>\d+)/(?P<frame_compile_id>\d+))?$T)Úfrozenc                  óH   — e Zd ZU ded<   ded<   dZded<   d„ Zedd„«       Zy)	Ú	CompileIdúOptional[int]Úframe_idÚframe_compile_idNÚcompiled_autograd_idc                ó8  — | j                   �Z| j                  d u | j                  d u k(  sJ ‚d}| j                  �d| j                  › d| j                  › �}d| j                   › |› �S | j                  �| j                  €J ‚| j                  › d| j                  › �S )NÚ ú/ú!)r   r   r   )ÚselfÚ	frame_strs     úK/var/www/skyplay_api_hub/venv/lib/python3.12/site-packages/torch/_guards.pyÚ__str__zCompileId.__str__S   s«   € à×$Ñ$Ð0Ø—M‘M TÐ)¨t×/DÑ/DÈÐ/LÒMÐMÐMØˆIØ�}‰}Ð(Ø §¡˜¨a°×0EÑ0EÐ/FÐG�	à�t×0Ñ0Ð1°)°Ð=Ð=à—=‘=Ð,°×1FÑ1FÐ1RÐRÐRØ—m‘m�_ A d×&;Ñ&;Ð%<Ð=Ð=ó    c                ó&  — |€y	 t         t        fD ]X  }|j                  |«      x}sŒ|j                  «       }|j	                  «       D ]  \  }}|€Œ	t        |«      ||<   Œ  | di |¤Žc S  t        ‚# t        $ r}t        d|› d�«      |‚d}~ww xY w)zŒ
        Factory method that creates a CompileId from its string representation.
        Keep this in sync with the __str__ method.
        NzInvalid compile_id 'ú'© )ÚCOMPILE_ID_PATTERNÚCA_COMPILE_ID_PATTERNÚmatchÚ	groupdictÚitemsÚintÚ
ValueErrorÚ	Exception)ÚclsÚ
compile_idÚpatternr)   ÚgroupsÚkÚvÚes           r!   Úfrom_stringzCompileId.from_string`   s²   € ð ÐØð	JÜ.Ô0EÐFò !�Ø#ŸM™M¨*Ó5Ð5�5Ñ5Ø"Ÿ_™_Ó.�FØ &§¡£ò /™˜˜1Ø™=Ü(+¨A«˜F 1šIð/ñ ™= ™=Ò(ð!ô !Ð øäò 	JÜÐ3°J°<¸qÐAÓBÈÐIûð	Jús(   …"A2 ¨(A2 ÁA2 Á+A2 Á2	BÁ;BÂB)r0   úOptional[str])Ú__name__Ú
__module__Ú__qualname__Ú__annotations__r   r"   Úclassmethodr6   r&   r#   r!   r   r   D   s8   … àÓð
 $Ó#ð +/Ð˜-Ó.ò
>ð òJó ñJr#   r   c                  ó(   — e Zd ZU ded<   ded<   d„ Zy)ÚTraceIdr   r0   r,   Úattemptc                ó€   — | j                   dk(  rt        | j                  «      S | j                  › d| j                   › �S )Nr   Ú_)r?   Ústrr0   ©r   s    r!   r"   zTraceId.__str__}   s7   € à�<‰<˜1ÒÜ�t—‘Ó'Ð'à—o‘oÐ& a¨¯© ~Ð6Ð6r#   N©r8   r9   r:   r;   r"   r&   r#   r!   r>   r>   w   s   … ØÓð ƒLó7r#   r>   c                  ór   — e Zd ZdZdZdZdZdZdZdZ	dZ
d	Zd
ZdZdZdZdZdZdZdd„Zdd„Zdd„Zdd„Zd„ Zy)ÚGuardSourcer   é   é   é   é   é   é   é   é   é	   é
   é   é   é   é   é   c                óF   — | t         j                  t         j                  fv S ©N)rF   ÚGLOBAL_FSDP_MODULEÚLOCAL_FSDP_MODULErC   s    r!   Úis_fsdp_modulezGuardSource.is_fsdp_module—   s   € Øœ×6Ñ6¼×8UÑ8UÐVÐVÐVr#   c                óØ   — dd l mc m} |j                  r4| t        j
                  t        j                  fv xs | j                  «       S | t        j
                  t        j                  fv S ©Nr   )Útorch._dynamo.configÚ_dynamoÚconfigÚ_unsafe_skip_fsdp_module_guardsrF   ÚGLOBAL_SPECIALIZED_NN_MODULEÚLOCAL_SPECIALIZED_NN_MODULErZ   )r   r_   s     r!   Úis_specialized_nn_modulez$GuardSource.is_specialized_nn_moduleš   sn   € ß-Ð-à×1Ò1àä×<Ñ<Ü×;Ñ;ððò )ð
 ×&Ñ&Ó(ðð Ü×4Ñ4Ü×3Ñ3ð
ð 
ð 	
r#   c                ó‚   — | t         j                  t         j                  t         j                  t         j                  fv S rW   )rF   ÚGLOBAL_UNSPECIALIZED_NN_MODULEÚLOCAL_UNSPECIALIZED_NN_MODULEÚ&GLOBAL_UNSPECIALIZED_BUILTIN_NN_MODULEÚ%LOCAL_UNSPECIALIZED_BUILTIN_NN_MODULErC   s    r!   Úis_unspecialized_nn_modulez&GuardSource.is_unspecialized_nn_module«   s8   € ØÜ×6Ñ6Ü×5Ñ5Ü×>Ñ>Ü×=Ñ=ð	
ð 
ð 	
r#   c                óF   — | t         j                  t         j                  fv S rW   )rF   rg   rh   rC   s    r!   Ú"is_unspecialized_builtin_nn_modulez.GuardSource.is_unspecialized_builtin_nn_module³   s&   € ØÜ×>Ñ>Ü×=Ñ=ð
ð 
ð 	
r#   c                ó    — | t         j                  t         j                  t         j                  t         j                  t         j
                  fv S rW   )rF   ÚLOCALrb   rY   rf   rh   rC   s    r!   Úis_localzGuardSource.is_local¹   sA   € ØÜ×ÑÜ×3Ñ3Ü×)Ñ)Ü×5Ñ5Ü×=Ñ=ð
ð 
ð 	
r#   N©ÚreturnÚbool)r8   r9   r:   rm   ÚGLOBALrb   ra   ÚCONSTANTÚRANDOM_VALUEÚ	SHAPE_ENVrY   rX   ÚBACKWARD_STATEÚ	EPHEMERALÚSYNTHETIC_LOCALrf   re   rh   rg   rZ   rc   ri   rk   rn   r&   r#   r!   rF   rF   …   st   „ Ø€EØ€FØ"#ÐØ#$Ð Ø€HØ€LØ€IØÐØÐØ€NØ€IØ€OØ$&Ð!Ø%'Ð"Ø,.Ð)Ø-/Ð*óWó
ó"
ó
ó
r#   rF   c                  ó   — e Zd Zy)ÚGuardBuilderBaseN©r8   r9   r:   r&   r#   r!   rz   rz   Ñ   s   „ Ør#   rz   c                  ó(   — e Zd ZU ded<   ded<   d„ Zy)ÚSLocz,Optional[Union[traceback.FrameSummary, str]]Úframework_locr7   Úmaybe_user_locc                óÀ   — t        | j                  t        «      r| j                  nt        | j                  «      }| j                  �| j                  › d|› d�S d|› d�S )Nz (ú)ú()Ú
isinstancer~   rB   r   r   )r   Úflocs     r!   r"   zSLoc.__str__Ú   sh   € ô ˜$×,Ñ,¬cÔ2ð ×Òä˜d×0Ñ0Ó1ð 	ð
 ×ÑÐ*Ø×)Ñ)Ð*¨"¨T¨F°!Ð4Ð4à�t�f˜A�;Ðr#   NrD   r&   r#   r!   r}   r}   Õ   s   … à?Ó?Ø!Ó!ó	r#   r}   c                  ó,   — e Zd ZU ded<   ded<   ded<   y)Ú
ShapeGuardzsympy.logic.boolalg.BooleanÚexprr}   Úslocrq   Úsize_obliviousN©r8   r9   r:   r;   r&   r#   r!   r†   r†   æ   s   … Ø
%Ó%Ø
ƒJØÔr#   r†   c                  óü   — e Zd ZU ded<   ded<   dZded<   dZded<   dZd	ed
<   dZded<   dZded<   dZ	ded<   dZ
ded<   d„ Zd„ Zd„ Zd„ Zed!d„«       Zed"d„«       Zed„ «       Zd„ Zd„ Zd#d„Zd„ Zd„ Zd„ Zd „ Zy)$ÚGuardÚSourceÚoriginating_sourcez)Callable[[GuardBuilderBase, Guard], None]Ú	create_fnNzOptional[list[str]]Úguard_typesÚ	code_listzOptional[object]Úobj_weakrefzOptional[type]Úguarded_class_weakrefzOptional[CapturedTraceback]Ústackz Optional[traceback.StackSummary]Ú
user_stackr   Ú_hashc                ó¦   — | j                   €:t        | j                  | j                  t	        | j
                  «      f«      | _         | j                   S rW   )r–   ÚhashÚnameÚsourceÚidr�   rC   s    r!   Ú__hash__zGuard.__hash__  s:   € Ø�:‰:ÐÜ˜tŸy™y¨$¯+©+´r¸$¿.¹.Ó7IÐJÓKˆDŒJØ�z‰zÐr#   c                ó¦  — t        | j                  t        j                  «      xrD | j                  j                  t
        j                  j                  j                  j                  u }|| j                  r| j                  j                  ndt        | j                  «      | j                  | j                  «       j                  j                   fS )Néÿÿÿÿ)rƒ   r�   Ú	functoolsÚpartialÚfuncÚtorchr^   ÚguardsÚGuardBuilderÚDUPLICATE_INPUTrš   ÚvalueÚlenr™   Úinner_create_fnÚ__code__Úco_firstlineno)r   Úis_duplicate_inputs     r!   Úsort_keyzGuard.sort_key  s™   € ô
 �t—~‘~¤y×'8Ñ'8Ó9ò YØ—‘×#Ñ#¤u§}¡}×';Ñ';×'HÑ'H×'XÑ'XÐXð 	ð
 Ø!%§¢ˆD�K‰K×Ò°"Ü�—	‘	‹NØ�I‰IØ× Ñ Ó"×+Ñ+×:Ñ:ð
ð 	
r#   c                óD   — | j                  «       |j                  «       k  S rW   )r¬   ©r   Úothers     r!   Ú__lt__zGuard.__lt__"  s   € Ø�}‰}‹ §¡Ó!1Ñ1Ð1r#   c                óŽ   — t        | j                  t        j                  «      r| j                  j                  S | j                  S rW   )rƒ   r�   rŸ   r    r¡   rC   s    r!   r¨   zGuard.inner_create_fn%  s0   € Ü�d—n‘n¤i×&7Ñ&7Ô8Ø—>‘>×&Ñ&Ð&à—>‘>Ð!r#   c                ó6   — | j                   j                  «       S rW   )rŽ   r™   rC   s    r!   r™   z
Guard.name+  s   € à×&Ñ&×+Ñ+Ó-Ð-r#   c                ó6   — | j                   j                  «       S rW   )rŽ   Úguard_sourcerC   s    r!   rš   zGuard.source/  s   € à×&Ñ&×3Ñ3Ó5Ð5r#   c           
     ó  — t        | t        j                  «      re | «       }|�Ddt        t	        | «      «      › d|j
                  j                  › dt        t	        |«      «      › d�S dt        t	        | «      «      › d�S t        | «      S )aÔ  
        This is a workaround of a Python weakref bug.

        `obj_weakref` is instance returned by `weakref.ref`,
        `str(obj_weakref)` is buggy if the original obj overrides __getattr__, e.g:

            class MyConfig(dict):
                def __getattr__(self, x):
                    return self[x]

            obj = MyConfig(offset=5)
            obj_weakref = weakref.ref(obj)
            str(obj_weakref)  # raise error: KeyError: '__name__'
        z<weakref at z; to 'z' at ú>z; dead>)rƒ   ÚweakrefÚReferenceTypeÚhexr›   Ú	__class__r8   rB   )r’   Úobjs     r!   Úweakref_to_strzGuard.weakref_to_str3  s„   € ô  �k¤7×#8Ñ#8Ô9Ù“-ˆCØˆØ%¤c¬"¨[«/Ó&:Ð%;¸6À#Ç-Á-×BXÑBXÐAYÐY^Ô_bÔceÐfiÓcjÓ_kÐ^lÐlmÐnÐnà%¤c¬"¨[«/Ó&:Ð%;¸7ÐCÐCä�{Ó#Ð#r#   c                óZ  — d| j                   r$| j                   j                  j                  «       nd› dt        | j                  «      › d| j	                  «       j
                  › d| j                  › d| j                  › d| j                  | j                  «      › d| j                  › d�}|S )	Nz	
        r   ú z&
        {
            'guard_types': z,
            'code': z,
            'obj_weakref': z
            'guarded_class': z
        }
        )rš   r™   ÚlowerÚreprr¨   r8   r�   r‘   r¼   r’   r“   )r   Úss     r!   Ú__repr__zGuard.__repr__L  s¯   € ð	Ø%)§[¢[ˆ�‰×	Ñ	×	Ñ	Ô	!°bÐ9¸¼4ÀÇ	Á	»?Ð:KÈ1ÈT×MaÑMaÓMc×MlÑMlÐLmð nà ×,Ñ,Ð-ð .Ø—^‘^Ð$ð %Ø ×/Ñ/°×0@Ñ0@ÓAÐBð CØ"×8Ñ8Ð9ð :	ðˆð ˆr#   c                ó¦  — dt        | j                  «      › d�}| j                  r$| j                  j                  j                  «       nd}|d|› d�z  }|d| j	                  «       j
                  › d�z  }|d| j                  › d�z  }|d| j                  › d�z  }|d| j                  | j                  «      › d�z  }|d	| j                  › d�z  }|S )
NzName: ú
r   z    Source: z    Create Function: z    Guard Types: z    Code List: z    Object Weakref: z    Guarded Class Weakref: )rÀ   r™   rš   r¿   r¨   r8   r�   r‘   r¼   r’   r“   )r   Úoutputrš   s      r!   r"   zGuard.__str__X  sé   € Øœ$˜tŸy™y›/Ð*¨"Ð-ˆØ-1¯[ª[�—‘×!Ñ!×'Ñ'Ô)¸bˆØ�L  ¨Ð+Ñ+ˆØÐ)¨$×*>Ñ*>Ó*@×*IÑ*IÐ)JÈ"ÐMÑMˆØÐ% d×&6Ñ&6Ð%7°rÐ:Ñ:ˆØ�O D§N¡NÐ#3°2Ð6Ñ6ˆØÐ(¨×)<Ñ)<¸T×=MÑ=MÓ)NÐ(OÈrÐRÑRˆØÐ/°×0JÑ0JÐ/KÈ2ÐNÑNˆØˆr#   c           	     óR  — 	 | j                  || «      S # t        $ r‰ t        j                  dt	        | «      j                  «       «       | j                  rNt        j                  ddj                  | j                  j                  «       dd  «      j                  «       «       ‚ w xY w)NzError while creating guard:
%szCreated at:
%sr   éüÿÿÿ)
r�   r.   ÚlogÚ	exceptionrB   Úrstripr”   ÚerrorÚjoinÚformat)r   Úbuilders     r!   ÚcreatezGuard.createc  s‚   € ð	Ø—>‘> '¨4Ó0Ð0øÜò 	Ü�M‰MÐ;¼SÀ»Y×=MÑ=MÓ=OÔPØ�zŠzÜ—	‘	Ð+¨R¯W©W°T·Z±Z×5FÑ5FÓ5HÈÈÐ5MÓ-N×-UÑ-UÓ-WÔXØð		ús
   ‚ ”BB&c                ó6   — | j                   j                  «       S rW   )rš   rc   rC   s    r!   rc   zGuard.is_specialized_nn_modulel  s   € Ø�{‰{×3Ñ3Ó5Ð5r#   c                ó6   — | j                   j                  «       S rW   )rš   rZ   rC   s    r!   rZ   zGuard.is_fsdp_moduleo  s   € Ø�{‰{×)Ñ)Ó+Ð+r#   c                ó6   — | j                   j                  «       S rW   )rš   rn   rC   s    r!   rn   zGuard.is_localr  s   € Ø�{‰{×#Ñ#Ó%Ð%r#   c                ó€  — | j                   sg | _         | j                   j                  |«       | j                  |d fv sJ d«       ‚|| _        | j                  s|| _        n| j                  j	                  |«       | j
                  |d fv s,t        | j
                  «      r| j                  «       �J d«       ‚|| _        y )Nz+Guarded class id must be identical, or NonezBGuarded object must be identical, None or ephemeral (dead weakref))r�   Úappendr“   r‘   Úextendr’   Úcallable)r   Ú
guard_typeÚguarded_classr‘   r’   s        r!   Úset_export_infozGuard.set_export_infou  sÑ   € Ø×ÒØ!ˆDÔà×Ñ×Ñ 
Ô+à×)Ñ)ØØð.
ñ 
ð 	9ð 9ó	9ð 
ð &3ˆÔ"à�~Š~Ø&ˆD�Nà�N‰N×!Ñ! )Ô,ð ×Ñ ¨dÐ 3Ñ3Ü˜×(Ñ(Ô)Ø× Ñ Ó"Ð*ð	Pð Pó		Pð+ð 'ˆÕr#   ©rp   rB   ©rp   rF   )rÎ   rz   )r8   r9   r:   r;   r�   r‘   r’   r“   r”   r•   r–   rœ   r¬   r°   r¨   Úpropertyr™   rš   Ústaticmethodr¼   rÂ   r"   rÏ   rc   rZ   rn   rÙ   r&   r#   r!   rŒ   rŒ   ì   sÑ   … ð( ÓØ8Ó8ð (,€KÐ$Ó+Ø%)€IÐ"Ó)Ø$(€KÐ!Ó(Ø,0Ð˜>Ó0à)-€EÐ&Ó-Ø37€JÐ0Ó7Ø€Eˆ=Óòò

ò 2ò"ð ò.ó ð.ð ò6ó ð6ð ñ$ó ð$ò0
ò	óò6ò,ò&ó'r#   rŒ   ÚTc                  ó   — e Zd Zy)ÚGuardEnvExprNr{   r&   r#   r!   rà   rà   œ  s   „ àr#   rà   c                  ó(   — e Zd ZU ded<   ded<   d„ Zy)ÚDuplicateInputsr�   Úinput_source_aÚinput_source_bc                ó:   — | j                   | j                  k7  sJ ‚y rW   )rã   rä   rC   s    r!   Ú__post_init__zDuplicateInputs.__post_init__¬  s   € Ø×"Ñ" d×&9Ñ&9Ò9Ð9Ñ9r#   N)r8   r9   r:   r;   ræ   r&   r#   r!   râ   râ   §  s   … àÓØÓó:r#   râ   c                  ó"   — e Zd ZU ded<   ded<   y)ÚStorageOverlapzlist[Source]Úoverlapping_sourcesÚnon_overlapping_sourcesNrŠ   r&   r#   r!   rè   rè   ¾  s   … à%Ó%Ø)Ô)r#   rè   c                  ó0   — e Zd Zedd„«       Zedd„«       Zy)ÚCheckpointablec                 ó   — y rW   r&   rC   s    r!   Úcopy_graphstatezCheckpointable.copy_graphstateÒ  s   € Ø$'r#   c                 ó   — y rW   r&   ©r   Ústates     r!   Úrestore_graphstatez!Checkpointable.restore_graphstateÕ  s   € Ø,/r#   N)rp   rÞ   )rñ   rÞ   )r8   r9   r:   r   rî   rò   r&   r#   r!   rì   rì   Ñ  s   „ ØÚ'ó Ø'àÚ/ó Ù/r#   rì   c                  ó<   — e Zd ZU dZ e«       Zded<   d„ Zd„ Zd„ Z	y)ÚGuardsCheckpointStatezW
    The GuardCheckpointState - it is the T of Checkpointable[T] for GuardsContext
    ú
set[Guard]Údynamo_guardsc                ó   — || _         y rW   )rö   )r   rö   s     r!   Ú__init__zGuardsCheckpointState.__init__à  s
   € Ø*ˆÕr#   c                ón   — | j                   j                  |j                   «      }t        |«      dk(  ry|S )z¹
        Produces a delta against another GuardsCheckpointState.

        Returns None if no delta is found, otherwise, return a set() of mismatched
        Guard type objects.
        r   N)rö   Ú
differencer§   ©r   r¯   Úrs      r!   ÚdiffzGuardsCheckpointState.diffã  s3   € ð ×Ñ×)Ñ)¨%×*=Ñ*=Ó>ˆÜˆq‹6�QŠ;ØØˆr#   c                ó(   — | j                  |«      d u S rW   ©rý   r®   s     r!   Ú__eq__zGuardsCheckpointState.__eq__ï  ó   € Ø�y‰y˜Ó 4Ð'Ð'r#   N)
r8   r9   r:   Ú__doc__Úsetrö   r;   rø   rý   r   r&   r#   r!   rô   rô   Ù  s$   … ññ !$£€M�:Ó%ò+ò
ó(r#   rô   c                  ó.   — e Zd ZU i Zded<   d„ Zd„ Zd„ Zy)ÚModuleContextCheckpointStatezdict[str, torch.nn.Module]Ú
nn_modulesc                ó   — || _         y rW   ©r  )r   r  s     r!   rø   z%ModuleContextCheckpointState.__init__ö  s	   € Ø$ˆ�r#   c                óÊ   — t        | j                  j                  «       «      j                  t        |j                  j                  «       «      «      }t	        |«      dk(  ry|S )z¾
        Produces a delta against another ModuleContextCheckpointState.

        Returns None if no delta is found, otherwise, return a set() of mismatched
        module key names.
        r   N)r  r  Úkeysrú   r§   rû   s      r!   rý   z!ModuleContextCheckpointState.diffù  sM   € ô �—‘×$Ñ$Ó&Ó'×2Ñ2´3°u×7GÑ7G×7LÑ7LÓ7NÓ3OÓPˆÜˆq‹6�QŠ;ØØˆr#   c                ó(   — | j                  |«      d u S rW   rÿ   r®   s     r!   r   z#ModuleContextCheckpointState.__eq__  r  r#   N)r8   r9   r:   r  r;   rø   rý   r   r&   r#   r!   r  r  ó  s   … Ø-/€JÐ*Ó/ò%ò
ó(r#   r  c                  ó    — e Zd Zdd„Zd„ Zd„ Zy)ÚModuleContextc                ó   — i | _         y rW   r  rC   s    r!   rø   zModuleContext.__init__
  s	   € Ø*,ˆ�r#   c                ó>   — t        t        | j                  «      «      S rW   )r  Údictr  rC   s    r!   rî   zModuleContext.copy_graphstate  s   € Ü+¬D°·±Ó,AÓBÐBr#   c                óJ   — t        |t        «      sJ ‚|j                  | _        y rW   )rƒ   r  r  rð   s     r!   rò   z ModuleContext.restore_graphstate  s    € Ü˜%Ô!=Ô>Ð>Ð>Ø×*Ñ*ˆ�r#   N©rp   ÚNone©r8   r9   r:   rø   rî   rò   r&   r#   r!   r  r  	  s   „ ó-òCó+r#   r  c                  ó.   — e Zd ZU i Zded<   d„ Zd„ Zd„ Zy)ÚGlobalContextCheckpointStatezdict[str, tuple[Callable, ...]]Úglobal_statec                ó   — || _         y rW   ©r  )r   Úglobal_statess     r!   rø   z%GlobalContextCheckpointState.__init__  s
   € Ø)ˆÕr#   c                óÊ   — t        | j                  j                  «       «      j                  t        |j                  j                  «       «      «      }t	        |«      dk(  ry|S )z¾
        Produces a delta against another GlobalContextCheckpointState.

        Returns None if no delta is found, otherwise, return a set() of mismatched
        global key names.
        r   N)r  r  r
  rú   r§   rû   s      r!   rý   z!GlobalContextCheckpointState.diff  sO   € ô �×!Ñ!×&Ñ&Ó(Ó)×4Ñ4´S¸×9KÑ9K×9PÑ9PÓ9RÓ5SÓTˆÜˆq‹6�QŠ;ØØˆr#   c                ó(   — | j                  |«      d u S rW   rÿ   r®   s     r!   r   z#GlobalContextCheckpointState.__eq__'  r  r#   N)r8   r9   r:   r  r;   rø   rý   r   r&   r#   r!   r  r    s   … Ø46€LÐ1Ó6ò*ò
ó(r#   r  c                  ó,   — e Zd ZdZh d£Zdd„Zd„ Zd„ Zy)ÚGlobalContextzz
    This keeps track of the global torch state during tracing of a function.
    For example, torch.is_grad_enabled.
    >   Úgrad_enabledÚautocast_enabledÚautocast_cpu_dtypeÚautocast_gpu_dtypeÚautocast_cpu_enabledÚautocast_cache_enabledÚtorch_function_enabledc                ó   — i | _         y rW   r  rC   s    r!   rø   zGlobalContext.__init__;  s
   € Ø=?ˆÕr#   c                ó>   — t        t        | j                  «      «      S rW   )r  r  r  rC   s    r!   rî   zGlobalContext.copy_graphstate>  s   € Ü+¬D°×1BÑ1BÓ,CÓDÐDr#   c                ób  — t        |t        «      sJ ‚|j                  | _        t        | j                  «      t        | j                  «      k(  r0t        | j                  j                  «       «      | j                  k(  sJ d«       ‚| j                  j                  «       D ]  \  }} ||«       Œ y )NzGlobal state mismatch)rƒ   r  r  r§   Ú_supported_global_statesr  r
  Úvalues)r   rñ   r¡   Úargss       r!   rò   z GlobalContext.restore_graphstateA  s¡   € Ü˜%Ô!=Ô>Ð>Ð>Ø!×.Ñ.ˆÔä�×!Ñ!Ó"¤c¨$×*GÑ*GÓ&HÒHÜ�D×%Ñ%×*Ñ*Ó,Ó-°×1NÑ1NÒNð	#ð #ó	#ðOð ×+Ñ+×2Ñ2Ó4ò 	‰JˆD�$Ù��Jñ	r#   Nr  )r8   r9   r:   r  r)  rø   rî   rò   r&   r#   r!   r  r  +  s    „ ñò
 Ðó@òEór#   r  c                  óJ   — e Zd Zdd„Zd„ Zd„ Zd„ Zd„ Zddd	œdd
„Zdd„Z	d„ Z
y)Ú	GuardsSetNc                ó*   — |€
t        «       }|| _        y rW   )r  Úinner)r   r/  s     r!   rø   zGuardsSet.__init__W  s   € Øˆ=Ü“EˆEØˆ�
r#   c                ó,   — t        | j                  «      S rW   )Úiterr/  rC   s    r!   Ú__iter__zGuardsSet.__iter__\  ó   € Ü�D—J‘JÓÐr#   c                ó,   — t        | j                  «      S rW   )r§   r/  rC   s    r!   Ú__len__zGuardsSet.__len___  s   € Ü�4—:‘:‹Ðr#   c                óF   — t        | j                  |j                  z
  «      S rW   )r-  r/  r®   s     r!   Ú__sub__zGuardsSet.__sub__d  s   € Ü˜Ÿ™ e§k¡kÑ1Ó2Ð2r#   c                ó,   — t        | j                  «      S rW   )rq   r/  rC   s    r!   Ú__bool__zGuardsSet.__bool__g  r3  r#   Tr   )Úcollect_debug_stackÚskipc               óú   — || j                   v ry |rO|j                  €t        j                  d|z   ¬«      |_        |j                  €t
        j                  «       |_        | j                   j                  |«       y ©NrG   )r;  )r/  r”   r   Úextractr•   ÚTracingContextÚextract_stackÚadd)r   Úguardr:  r;  s       r!   rA  zGuardsSet.addj  sa   € Ø�D—J‘JÑØÙØ�{‰{Ð"Ü/×7Ñ7¸QÀ¹XÔF�”Ø×ÑÐ'Ü#1×#?Ñ#?Ó#A�Ô Ø�
‰
�‰�uÕr#   c                óF   — |D ]  }|D ]  }| j                  |d¬«       Œ Œ y r=  )rA  )r   ÚothersÚoÚgs       r!   ÚupdatezGuardsSet.updatet  s0   € Øò 	$ˆAØò $�Ø—‘˜ �Õ#ñ$ñ	$r#   c                ól   — | j                   D �ch c]  }|j                  |k7  sŒ|’Œ c}| _         yc c}w )z%Delete all guards with a given sourceN)r/  rŽ   )r   rš   rF  s      r!   Úremove_guards_with_sourcez#GuardsSet.remove_guards_with_sourcey  s(   € à!%§¡ÖN˜A¨q×/CÑ/CÀvÓ/M’aÒNˆ�
ùÒNs   �1¤1rW   )rB  rŒ   )rD  rõ   )r8   r9   r:   rø   r2  r5  r7  r9  rA  rG  rI  r&   r#   r!   r-  r-  V  s2   „ óò
 òò
3ò ð 8<À!õ ó$ó
Or#   r-  c                  ó    — e Zd Zdd„Zd„ Zd„ Zy)ÚGuardsContextc                ó0   — t        «       | _        g | _        y rW   )r-  rö   Úaotautograd_guardsrC   s    r!   rø   zGuardsContext.__init__  s   € Ü(1«ˆÔØ68ˆÕr#   c                óR   — t        t        | j                  j                  «      «      S rW   )rô   r  rö   r/  rC   s    r!   rî   zGuardsContext.copy_graphstateƒ  s   € Ü$¤S¨×);Ñ);×)AÑ)AÓ%BÓCÐCr#   c                ó\   — t        |t        «      sJ ‚t        |j                  «      | _        y rW   )rƒ   rô   r-  rö   rð   s     r!   rò   z GuardsContext.restore_graphstate†  s&   € ä˜%Ô!6Ô7Ð7Ð7Ü& u×':Ñ':Ó;ˆÕr#   Nr  r  r&   r#   r!   rK  rK  ~  s   „ ó9òDó<r#   rK  c                  óx   — e Zd Zedd„«       Zed	d„«       Zed
d„«       Zedd„«       Zed
d„«       Zedd„«       Z	y)ÚHopSubgraphCachec                 ó   — y rW   r&   ©r   Ú	cache_keyÚ
identifiers      r!   Úadd_dynamo_identifierz&HopSubgraphCache.add_dynamo_identifier�  ó   € ØFIr#   c                 ó   — y rW   r&   ©r   rT  s     r!   Úget_dynamo_identifierz&HopSubgraphCache.get_dynamo_identifier�  rW  r#   c                 ó   — y rW   r&   ©r   rU  Úkeys      r!   Úadd_autograd_key_entryz'HopSubgraphCache.add_autograd_key_entry“  rW  r#   c                 ó   — y rW   r&   ©r   rU  s     r!   Úget_autograd_key_entryz'HopSubgraphCache.get_autograd_key_entry–  s   € Ø7:r#   c                 ó   — y rW   r&   r\  s      r!   Úadd_proxy_dispatch_entryz)HopSubgraphCache.add_proxy_dispatch_entry™  s   € ØHKr#   c                 ó   — y rW   r&   r`  s     r!   Úget_proxy_dispatch_entryz)HopSubgraphCache.get_proxy_dispatch_entryœ  s   € Ø9<r#   N©rT  rB   rU  rB   ©rT  rB   rp   r7   ©rU  rB   r]  r   ©rU  rB   )
r8   r9   r:   r   rV  rZ  r^  ra  rc  re  r&   r#   r!   rQ  rQ  Œ  sV   „ ØÚIó ØIàÚIó ØIàÚIó ØIàÚ:ó Ø:àÚKó ØKàÚ<ó Ù<r#   rQ  c                  óD   — e Zd Zd	d„Zd
d„Zdd„Zdd„Zdd„Zdd„Zdd„Z	y)ÚInvokeSubgraphCachec                ó.   — i | _         i | _        i | _        y rW   )Úautograd_cacheÚproxy_dispatch_cacheÚdynamo_identifiersrC   s    r!   rø   zInvokeSubgraphCache.__init__¡  s   € Ø35ˆÔØ9;ˆÔ!Ø24ˆÕr#   c                ó"   — || j                   |<   y rW   )ro  rS  s      r!   rV  z)InvokeSubgraphCache.add_dynamo_identifier¦  s   € Ø-7ˆ×Ñ 	Ò*r#   c                ó:   — | j                   j                  |d «      S rW   )ro  ÚgetrY  s     r!   rZ  z)InvokeSubgraphCache.get_dynamo_identifier©  s   € Ø×&Ñ&×*Ñ*¨9°dÓ;Ð;r#   c                ó"   — || j                   |<   y rW   )rm  r\  s      r!   r^  z*InvokeSubgraphCache.add_autograd_key_entry¬  s   € Ø*-ˆ×Ñ˜JÒ'r#   c                ó:   — | j                   j                  |d «      S rW   )rm  rr  r`  s     r!   ra  z*InvokeSubgraphCache.get_autograd_key_entry¯  s   € Ø×"Ñ"×&Ñ& z°4Ó8Ð8r#   c                ó"   — || j                   |<   y rW   )rn  r\  s      r!   rc  z,InvokeSubgraphCache.add_proxy_dispatch_entry²  s   € Ø03ˆ×!Ñ! *Ò-r#   c                ó:   — | j                   j                  |d «      S rW   )rn  rr  r`  s     r!   re  z,InvokeSubgraphCache.get_proxy_dispatch_entryµ  s   € Ø×(Ñ(×,Ñ,¨Z¸Ó>Ð>r#   Nr  rf  rg  rh  ri  )
r8   r9   r:   rø   rV  rZ  r^  ra  rc  re  r&   r#   r!   rk  rk     s%   „ ó5ó
8ó<ó.ó9ó4ô?r#   rk  c                  ó$   — e Zd Zdd„Z	 	 	 	 dd„Zy)ÚHopDispatchSetCachec                ó2   — ddl m} |t        «       i| _        y )Nr   )Úinvoke_subgraph)Ú'torch._higher_order_ops.invoke_subgraphrz  rk  Úhop_cache_map)r   rz  s     r!   rø   zHopDispatchSetCache.__init__º  s   € åKà-Ô/BÓ/DÐEˆÕr#   c                ó>   — || j                   vry | j                   |   S rW   )r|  )r   Úops     r!   Ú	get_cachezHopDispatchSetCache.get_cacheÀ  s&   € ð �T×'Ñ'Ñ'ØØ×!Ñ! "Ñ%Ð%r#   Nr  )r~  ztorch._ops.HigherOrderOperatorrp   zOptional[HopSubgraphCache])r8   r9   r:   rø   r  r&   r#   r!   rx  rx  ¹  s   „ óFð&Ø0ð&à	#ô&r#   rx  c                  óV   — e Zd Zedd„«       Zedd„«       Zd„ Zed„ «       Zed„ «       Zy)	ÚCompileContextc                 óF   — t         j                  €J ‚t         j                  S rW   )Ú_TLSÚcompile_contextr&   r#   r!   rr  zCompileContext.getÞ  s    € ä×#Ñ#Ð/Ð/Ð/Ü×#Ñ#Ð#r#   c                 ó$   — t        t        dd «      S ©Nr„  ©Úgetattrrƒ  r&   r#   r!   Útry_getzCompileContext.try_getã  ó   € ä”tÐ.°Ó5Ð5r#   c                óV   — |�t        |t        «      sJ ‚|| _        d| _        g | _        y r\   )rƒ   r   r0   r?   Úshape_env_guards)r   r0   s     r!   rø   zCompileContext.__init__ç  s-   € ØÐ!¤Z°
¼IÔ%FÐFÐFØ/9ˆŒØˆŒà+-ˆÕr#   c                 óH   — t         j                  «       } | €y | j                  S rW   )r�  r‰  r0   rC   s    r!   Úcurrent_compile_idz!CompileContext.current_compile_idî  s"   € ä×%Ñ%Ó'ˆØˆ<ØØ�‰Ðr#   c                 óŠ   — t         j                  «       } | €y | j                  €y t        | j                  | j                  «      S rW   )r�  r‰  r0   r>   r?   rC   s    r!   Úcurrent_trace_idzCompileContext.current_trace_idõ  s:   € ä×%Ñ%Ó'ˆØˆ<ØØ�?‰?Ð"ØÜ�t—‘¨¯©Ó5Ð5r#   N)rp   r�  )rp   úOptional[CompileContext])	r8   r9   r:   rÝ   rr  r‰  rø   rŽ  r�  r&   r#   r!   r�  r�  Ý  sU   „ Øò$ó ð$ð ò6ó ð6ò.ð ñó ðð ñ6ó ñ6r#   r�  c                  ó  — e Zd ZdZedd„«       Zedd„«       Zd„ Zd„ Zee	d„ «       «       Z
ed„ «       Zeej                  d„ «       «       Zeej                  d	„ «       «       Zeej                  d
„ «       «       Zed„ «       Zy)r?  zÅ
    Provides the currently installed TracingContext, or None.

    Note that it is a staticmethod, and invocations outside of `with tracing()` (see below), are valid but
    will return None.
    c                 ó$   — t        t        dd «      S )NÚtracing_contextr‡  r&   r#   r!   r‰  zTracingContext.try_get  rŠ  r#   c                 óH   — t         j                  «       x} r| S t        d«      ‚)Nz<TracingContext.get() must be called within an ongoing trace.)r?  r‰  ÚRuntimeError)Úctxs    r!   rr  zTracingContext.get  s+   € ä ×(Ñ(Ó*Ð*ˆ3Ð*ØˆJÜØJó
ð 	
r#   c                ó4  — t        «       | _        t        «       | _        t	        «       | _        || _        g | _        d | _        d | _	        d | _
        d | _        d | _        d | _        d | _        d| _        t!        «       | _        d| _        t'        «       | _        y ©NF)rK  Úguards_contextr  Úmodule_contextr  Úglobal_contextÚ	fake_modeÚframe_summary_stackÚloc_in_frameÚfw_metadataÚaot_graph_nameÚparams_flatÚparams_flat_unwrap_subclassesÚparams_unwrapped_to_flat_indexÚoutput_stridesÚ#force_unspec_int_unbacked_size_liker   Útensor_to_contextÚfakify_first_callrx  Úhop_dispatch_set_cache)r   r�  s     r!   rø   zTracingContext.__init__  s—   € Ü+›oˆÔÜ+›oˆÔÜ+›oˆÔØ"ˆŒØ#%ˆÔ ð !ˆÔàˆÔà"ˆÔØˆÔØ-1ˆÔ*Ø.2ˆÔ+ð JNˆÔð 49ˆÔ0ä!8Ó!:ˆÔð
 "'ˆÔÜ&9Ó&;ˆÕ#r#   c                ó&   — i | j                   _        y rW   )rœ  r  rC   s    r!   ÚclearzTracingContext.clear@  s   € ð ,.ˆ×ÑÕ(r#   c               +  ór  K  — i }t         j                  «       }| j                  «       D ]  }t        ||«      ||<   Œ | j	                  «       D ]  \  }}t        |||«       Œ 	 d –— |j	                  «       D ]  \  }}t        |||«       Œ y # |j	                  «       D ]  \  }}t        |||«       Œ w xY w­wrW   )r?  rr  r
  rˆ  r+   Úsetattr)ÚkwargsÚpriorr—  r]  Úvals        r!   ÚpatchzTracingContext.patchE  s¹   è ø€ ð ˆÜ× Ñ Ó"ˆà—;‘;“=ò 	+ˆCä   cÓ*ˆE�#ŠJð	+ð Ÿ™›ò 	#‰HˆC�Ü�C˜˜cÕ"ð	#ð	'Ûà!ŸK™K›Mò '‘��SÜ˜˜S #Õ&ñ'ø˜EŸK™K›Mò '‘��SÜ˜˜S #Õ&ñ'üs   ‚A B7Á#B Á'&B7Â'B4Â4B7c                 óä   — t         j                  «       } | €t        j                  «       S | j                  }| j
                  �|| j
                  gz   }t        j                  j                  |«      S rW   )r?  r‰  Ú	tracebackÚStackSummaryrž  rŸ  Ú	from_list)r   r”   s     r!   r@  zTracingContext.extract_stackV  se   € ä×%Ñ%Ó'ˆØˆ<Ü×)Ñ)Ó+Ð+Ø×(Ñ(ˆØ×ÑÐ(Ø˜T×.Ñ.Ð/Ñ/ˆEÜ×%Ñ%×/Ñ/°Ó6Ð6r#   c               #  óŠ  K  — t         j                  «       } t        j                  j                  j                  | dg «      5  t        j                  j                  j                  | dd «      5  	 d –— 	 d d d «       d d d «       y # t        $ r}t        |d«      sd |_        ‚ d }~ww xY w# 1 sw Y   Œ7xY w# 1 sw Y   y xY w­w)Nrž  rŸ  Ú
real_stack)	r?  rr  ÚunittestÚmockr±  Úobjectr.   Úhasattrr·  )Útcr5   s     r!   Úclear_framezTracingContext.clear_frameb  s­   è ø€ ô ×ÑÓ!ˆä�M‰M×Ñ×&Ñ& rÐ+@À"ÓEñ	ä�M‰M×Ñ×&Ñ& r¨>¸4Ó@ñ	ðÜ÷	÷ 	ð 	øô ò ô$ ˜q ,Ô/Ø#'�A”LØûð)ú÷	ð 	ú÷ 	ð 	üsT   ‚A CÁ,B7Á.B+Á0BÁ5B7Á=	CÂ	B(ÂB#Â#B(Â(B+Â+B4	Â0B7Â7C Â<Cc              #  óœ  K  — t         j                  «       }| �|j                  j                  | «       |j                  }d |_        	 d –— 	 | �|j                  j                  «        ||_        y # t
        $ r'}t        |d«      s|j                  «       |_        ‚ d }~ww xY w# | �|j                  j                  «        ||_        w xY w­w)Nr·  )
r?  rr  rž  rÔ   rŸ  r.   r»  r@  r·  Úpop)Úframe_summaryr¼  Úoldr5   s       r!   Úcurrent_framezTracingContext.current_frame‚  s¹   è ø€ ô
 ×ÑÓ!ˆØÐ$Ø×"Ñ"×)Ñ)¨-Ô8Ø�o‰oˆØˆŒð		"Üð Ð(Ø×&Ñ&×*Ñ*Ô,Ø!ˆB�Oøô ò 	Ü˜1˜lÔ+Ø!×/Ñ/Ó1�”Øûð	ûð
 Ð(Ø×&Ñ&×*Ñ*Ô,Ø!ˆB�Oüs6   ‚ACÁA1 Á$CÁ1	B!Á:"BÂB!Â!B$ Â$%C	Ã	Cc               #  ó¬   K  — t         j                  «       } | €d –— y | j                  }g | _        	 | j                  –— || _        y # || _        w xY w­wrW   )r?  r‰  r¥  )r¼  Úold_output_stridess     r!   Úreport_output_stridesz$TracingContext.report_output_strides—  sY   è ø€ ô ×#Ñ#Ó%ˆØˆ:ØŠJØØ×.Ñ.ÐØˆÔð	3Ø×#Ñ#Ò#à 2ˆBÕøÐ 2ˆBÕüs   ‚/A²A Á AÁ	AÁAc                ód   — t        j                  | ||d¬«      t        j                  «       _        y )NF)Úlookup_line)r³  ÚFrameSummaryr?  rr  rŸ  )ÚfilenameÚlinenoÚ
frame_names      r!   Úset_current_loczTracingContext.set_current_loc¥  s'   € ä,5×,BÑ,BØ�f˜j°eô-
Œ×ÑÓÕ)r#   N)rp   úOptional[TracingContext])rp   r?  )r8   r9   r:   r  rÝ   r‰  rr  rø   r«  r   r±  r@  Ú
contextlibr½  rÂ  rÅ  rÌ  r&   r#   r!   r?  r?  ÿ  sä   „ ñð ò6ó ð6ð ò
ó ð
ò+<òZ.ð
 Øñ'ó ó ð'ð ñ7ó ð7ð Ø×Ññó ó ðð< Ø×Ññ"ó ó ð"ð& Ø×Ññ
3ó ó ð
3ð ñ
ó ñ
r#   r?  c              #  ó„   K  — t        t        dd «      }| t        _        	 | –— |t        _        y # |t        _        w xY w­wr†  )rˆ  rƒ  r„  )ÚcontextÚold_contexts     r!   r„  r„  ¬  s7   è ø€ äœ$Ð 1°4Ó8€KØ"„DÔð+ØŠà*ŒÕø˜{ŒÕüs   ‚A  0 ¤A °=½A c              #  ó  K  — t        t        dd«      }| t        _        	 | –— 	 | �F| j                  �:| j                  j                  �$| j                  j                  j                  «        |t        _        y# t        $ r)}t	        |d«      s| �| j                  «       |_        ‚ d}~ww xY w# | �F| j                  �:| j                  j                  �$| j                  j                  j                  «        |t        _        w xY w­w)zË
    This function installs the passed in tracing context as a dynamic scoped
    global variable.

    Calls to TracingContext.get() while not under a `with tracing()` context
    will return None.
    r”  Nr·  )
rˆ  rƒ  r”  r.   r»  r@  r·  r�  Ú	shape_envÚcleanup)rÐ  rÑ  r5   s      r!   ÚtracingrÕ  ¶  sé   è ø€ ô œ$Ð 1°4Ó8€KØ"„DÔð+Ø‹ð ÐØ×!Ñ!Ð-Ø×!Ñ!×+Ñ+Ð7à×Ñ×'Ñ'×/Ñ/Ô1Ø*ŒÕøô ò Ü�q˜,Ô'¨GÐ,?Ø"×0Ñ0Ó2ˆAŒLØûðûð ÐØ×!Ñ!Ð-Ø×!Ñ!×+Ñ+Ð7à×Ñ×'Ñ'×/Ñ/Ô1Ø*ŒÕüs5   ‚D A9 ¥ADÁ9	B+Â$B&Â&B+Â+B. Â.ADÄDc                  óD   — e Zd Zd„ Zd„ Zd„ Zd
d„Zdd„Zdd„Zdd„Z	d„ Z
y	)r�   c                 ó   — yr™  r&   rC   s    r!   Úis_dict_keyzSource.is_dict_keyÕ  ó   € Ør#   c                 ó   — yr™  r&   rC   s    r!   Úis_ephemeralzSource.is_ephemeralØ  rÙ  r#   c                ó   — t         ‚rW   ©ÚNotImplementedError)r   Úcodegens     r!   ÚreconstructzSource.reconstructÛ  ó   € Ü!Ð!r#   c                ó   — t         ‚rW   rÝ  rC   s    r!   r´   zSource.guard_sourceÞ  rá  r#   c                ó   — t         ‚rW   rÝ  rC   s    r!   r™   zSource.nameá  rá  r#   c                óf   — | j                  «       t        j                  u rt        ‚t	        | |«      S rW   )r´   rF   rs   rÞ  rŒ   )r   Úfns     r!   Ú
make_guardzSource.make_guardä  s+   € Ø×ÑÓ¤+×"6Ñ"6Ñ6Ü%Ð%Ü�T˜2‹Ðr#   c                ó>   — | j                  «       j                  «       S rW   )r´   rc   rC   s    r!   rc   zSource.is_specialized_nn_moduleé  s   € Ø× Ñ Ó"×;Ñ;Ó=Ð=r#   c                óD   — | j                  «       t        j                  k7  S )z+True if you can guard on attributes of this)r´   rF   rx   rC   s    r!   Úsubguards_allowedzSource.subguards_allowedì  s   € à× Ñ Ó"¤k×&AÑ&AÑAÐAr#   NrÛ   rÚ   )rp   rŒ   ro   )r8   r9   r:   rØ  rÛ  rà  r´   r™   ræ  rc   ré  r&   r#   r!   r�   r�   Ó  s+   „ òòò"ó"ó"óó
>óBr#   r�   c                  ó,   — e Zd ZU ded<   d„ Zd„ Zdd„Zy)ÚChainedSourcer�   Úbasec                ó6   — | j                   j                  «       S rW   )rì  rØ  rC   s    r!   rØ  zChainedSource.is_dict_keyö  s   € à�y‰y×$Ñ$Ó&Ð&r#   c                ó6   — | j                   j                  «       S rW   )rì  rÛ  rC   s    r!   rÛ  zChainedSource.is_ephemeralú  s   € Ø�y‰y×%Ñ%Ó'Ð'r#   c                ód   — | }t        |t        «      r|j                  }t        |t        «      rŒ|S rW   )rƒ   rë  rì  )r   Úcurrents     r!   Úget_basezChainedSource.get_baseý  s+   € ØˆÜ˜¤-Ô0Ø—l‘lˆGô ˜¤-Õ0àˆr#   N)rp   r�   )r8   r9   r:   r;   rØ  rÛ  rñ  r&   r#   r!   rë  rë  ò  s   … à
ƒLò'ò(ôr#   rë  c                óz  — ddl m}m} g }t        j	                  «       x}r"|j
                  }|�|j                  |ddf«       ddlm} t        t         |«       «      «      D ]&  \  }}t        ||«      sŒ|j                  |d|f«       Œ( t        j                  | «      }	t        |	«      D ]0  \  }}
t        |
|«      sŒ|j                  |
j
                  d|f«       Œ2 |r\|d   \  }}}|dd D ]I  \  }}}||u rŒJ d	|› d
|› d|› d|› d
|› d|› d|› d|› d|j                  › d|› d|› d|j                  › �«       ‚ |S y)a˜  
    Attempts to "detect" what the current fake mode is.  If there is one ambiently
    available from TracingContext, we preferentially use that.  Otherwise, we
    heuristically detect the fake mode via the following sources, in order of
    priority:

        - Currently active fake mode on stack
        - Fake mode associated with passed in tensors (inputs does not
          have to be flattened)
    r   )Ú
FakeTensorÚFakeTensorModeNztracing context©Ú _get_current_dispatch_mode_stackzactive fake modezfake tensor inputrG   zfake mode (z) from r¾   z doesn't match mode (z

fake mode from z allocated at:
z
fake mode from )Útorch._subclasses.fake_tensorró  rô  r?  r‰  r�  rÔ   Útorch.utils._python_dispatchrö  Ú	enumerateÚreversedrƒ   ÚpytreeÚtree_leavesr”   )Úinputsró  rô  Ú
fake_modesrÐ  r�  rö  ÚiÚmÚflat_inputsÚ
flat_inputÚdesc1Úi1Údesc2Úi2s                  r!   Údetect_fake_moder    s™  € ÷ Ià€Jä ×(Ñ(Ó*Ð*€wÐ*Ø×%Ñ%ˆ	ØÐ Ø×Ñ˜yÐ*;¸QÐ?Ô@åMäœ(Ñ#CÓ#EÓFÓGò :‰ˆˆ1Ü�a˜Õ(Ø×Ñ˜qÐ"4°aÐ8Õ9ð:ô ×$Ñ$ VÓ,€KÜ" ;Ó/ò N‰ˆˆ:Ü�j *Õ-Ø×Ñ˜z×3Ñ3Ð5HÈ!ÐLÕMðNñ Ø)¨!™}Ñˆ	�5˜"Ø& q r˜Nò 	‰LˆAˆu�bØ ’>ð Ø˜i˜[¨°¨w°a¸°tÐ;PÐQRÐPSÐSZÐ[`ÐZaÐabÐceÐbfð g"Ø"' ¨¨"¨Ð-=¸i¿o¹oÐ=Nð O"Ø"' ¨¨"¨Ð-=¸a¿g¹g¸YðHó�>ð	ð Ðàr#   c                 ó~   — ddl m}  ddlm} t	        t         |«       «      «      D ]  \  }}t        || «      sŒ|c S  y)z~
    Inspects the dispatch mode stack for an active fake mode and returns it.
    Returns None if no fake mode is active.
    r   )rô  rõ  N)r÷  rô  rø  rö  rù  rú  rƒ   )rô  rö  rA   r   s       r!   Úactive_fake_moder	  0  s?   € õ
 =ÝMäœ(Ñ#CÓ#EÓFÓGò ‰ˆˆ1Ü�a˜Õ(ØŠHðð r#   )rÐ  r‘  )rÐ  rÍ  rW   )rý  r   )MÚ
__future__r   rÎ  ÚdataclassesÚenumrŸ   ÚloggingÚreÚ	threadingr³  Úunittest.mockr¸  r·   Úabcr   r   r   Útypingr   r   r	   r
   r   r   r   r   r¢   Útorch.utilsr   rû  Útorch.utils._backport_slotsr   Útorch.utils._tracebackr   r   Útorch.utils.weakr   Ú	getLoggerr8   rÈ   ÚsympyÚcompiler'   r(   r   r>   ÚEnumrF   rz   r}   r†   rŒ   rÞ   rà   râ   rè   rì   rô   r  r  r  r  r-  rK  rQ  rk  rx  Úlocalrƒ  r�  r?  r„  rÕ  r�   rë  r  r	  r&   r#   r!   ú<module>r     s  ðå "ã Û Û Û Û Û 	Û Û Û Û Ý Ý %Ý !÷	÷ 	ó 	ó Ý )Ý 7ß BÝ 4ð €g×Ñ˜Ó!€ñ Ûðð  �R—Z‘ZÐ PÓQÐ Ø"˜Ÿ
™
ØXóÐ ñ$ �$Ô÷/Jð /Jó ð/Jôd7ˆjô 7ô;
�$—)‘)ô ;
ð|÷	ñ 	ð €×Ñ˜dÔ#÷ð ó $ðô �ô ð Ø×Ñ÷a'ð a'ó ó ða'ñH ˆCƒL€ðð ×Ñ÷	ð 	ó ð	ðð ×Ñô:�ló :ó ð:ðð ×Ñô*�\ó *ó ð*ð

ô0�W˜Q‘Zô 0÷(ñ (÷4(ñ (ô,	+�NÐ#?Ñ@ô 	+÷(ñ (ô,�NÐ#?Ñ@ô ðB÷%Oñ %OôP<�NÐ#8Ñ9ô <÷=ñ =ô(?Ð*ô ?÷2&ñ &ð €y‡�Ó€ð÷&6ñ 6÷Dj
ñ j
ðZ ò+ó ð+ð ò+ó ð+ð8 €×Ñ˜dÔ#÷Bð Bó $ðBð< €×Ñ˜dÔ#ô�Fó ó $ðô")óXr#   