+hp+SSKrSSKJrJrJrJr SSKrSSKJr SSK J r \"\ 5r "SS5r "SS 5r"S S 5r"S S 5r"SS5rg)N)AnyDictOptionalTuple) get_logger) unwrap_modulec\rSrSrSSjrSrg) BaseStateNc[S5e)NzWBaseState::reset is not implemented. Please implement this method in the derived class.)NotImplementedError)selfargskwargss O/home/james-whalen/.local/lib/python3.13/site-packages/diffusers/hooks/hooks.pyresetBaseState.resets! e  returnN)__name__ __module__ __qualname____firstlineno__r__static_attributes__rrrr r s rr cH\rSrSrS S\4SjjrSrS\SS4SjrS S jr S r g) StateManager"N state_clsc\XlUbUOSUlUbUO0Ul0UlSUlg)Nr) _state_cls _init_args _init_kwargs _state_cache_current_context)rr! init_args init_kwargss r__init__StateManager.__init__#s4#'0'<)"+6+BK $rc.URc [S5eURURR5;a=UR"UR 0UR D6URUR'URUR$)NzDNo context is set. Please set a context before retrieving the state.)r' ValueErrorr&keysr#r$r%rs r get_stateStateManager.get_state*s}  (cd d  (9(9(>(>(@ @7;7m[_[l[l7mD  d33 4  !6!677rnamercXlgN)r'rr2s r set_contextStateManager.set_context1s $rc[URR55H2up4UR"U0UD6 URR U5 M4 SUlgr4)listr&itemsrpopr')rrrr2states rrStateManager.reset4sQ 1 1 7 7 9:KD KK ( (    ! !$ ';!%r)r'r$r%r&r#)NNr) rrrrr r*r0strr6rrrrrrr"s+%)%8%%%%rrcN\rSrSrSrSrSrS\RRS\RR4Sjr S\RRS\RR4Sjr S\RRS\ \ \ \\\ 444S jrS\RRS \ S\ 4S jrS\RRS\RR4S jrS\RR4S jrS\RRS\SS4SjrSrg) ModelHook;zd A hook that contains callbacks to be executed just before and after the forward method of a model. FcSUlgr4fn_refr/s rr*ModelHook.__init__Bs /3 rmodulercU$)z Hook that is executed when a model is initialized. Args: module (`torch.nn.Module`): The module attached to this hook. rrrFs rinitialize_hookModelHook.initialize_hookE  rcU$)z Hook that is executed when a model is deinitialized. Args: module (`torch.nn.Module`): The module attached to this hook. rrHs rdeinitalize_hookModelHook.deinitalize_hookOrKrcX#4$)a Hook that is executed just before the forward method of the model. Args: module (`torch.nn.Module`): The module whose forward pass will be executed just after this event. args (`Tuple[Any]`): The positional arguments passed to the module. kwargs (`Dict[Str, Any]`): The keyword arguments passed to the module. Returns: `Tuple[Tuple[Any], Dict[Str, Any]]`: A tuple with the treated `args` and `kwargs`. r)rrFrrs r pre_forwardModelHook.pre_forwardYs |routputcU$)a Hook that is executed just after the forward method of the model. Args: module (`torch.nn.Module`): The module whose forward pass been executed just before this event. output (`Any`): The output of the module. Returns: `Any`: The processed `output`. r)rrFrRs r post_forwardModelHook.post_forwardjs  rcU$)z Hook that is executed when the hook is detached from a module. Args: module (`torch.nn.Module`): The module detached from this hook. rrHs r detach_hookModelHook.detach_hookxrKrc>UR(a [S5eU$)NzFThis hook is stateful and needs to implement the `reset_state` method.) _is_statefulrrHs r reset_stateModelHook.reset_states   %&no o rr2Nc[U5H6n[X5n[U[5(dM%UR U5 M8 U$r4)dirgetattr isinstancerr6)rrFr2 attr_nameattrs r _set_contextModelHook._set_contexts<TI4+D$ --  &# rrC)rrrr__doc__rZr*torchnnModulerIrMrrrr>rPrTrWr[rcrrrrr@r@;s L4ehhoo%((//uxx588??%((//uUSVZY]^acf^fYgMgGh" 588?? C C %((//ehhoo%((// 588??#$rr@c\rSrSrSSjrSrg)HookFunctionReferenceNc<SUlSUlSUlSUlg)a^A container class that maintains mutable references to forward pass functions in a hook chain. Its mutable nature allows the hook system to modify the execution chain dynamically without rebuilding the entire forward pass structure. Attributes: pre_forward: A callable that processes inputs before the main forward pass. post_forward: A callable that processes outputs after the main forward pass. forward: The current forward function in the hook chain. original_forward: The original forward function, stored when a hook provides a custom new_forward. The class enables hook removal by allowing updates to the forward chain through reference modification rather than requiring reconstruction of the entire chain. When a hook is removed, only the relevant references need to be updated, preserving the execution order of the remaining hooks. 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Please use a different name or first remove the existing hook and then add a new one.function_referencec^U4SjnU$)Ncz>TR"U/UQ70UD6upTR"U0UD6nTRX5$r4)rPrmrT)rFrrrRr~s r new_forwardKHookRegistry.register_hook..create_new_forward..new_forwardsE1==fVtVvV +33TDVD)66vFFrr)r~rs` rcreate_new_forward6HookRegistry.register_hook..create_new_forwards G  rr)rvr.r-rIrwrjrmrPrThasattrrn functoolsupdate_wrapperpartialrrDrxappendry)rr|r2rrmrDrewritten_forwards r register_hookHookRegistry.register_hooksW ::??$ $!$(IJ   //0@0@A 3H ""**&(!--"//  4 ' '&- #&55!!$"2"2D4D4DEtGWGWFN/v6#,#;#;   /1A1A BDU$    4 % V$rc:URRUS5$r4)rvgetr5s rget_hookHookRegistry.get_hookszz~~dD))rrecursec XRR5;Ga[UR5nURUnURR U5nUR UnUR nURb URnXSS- :XaXpRlOXpR US-lURUR5UlURU URRU5 UR RU5 U(aYURR5H:upUS:XaM [U S5(dM U RRUSS9 M< gg)N_diffusers_hookFr)rvr.lenrxindexryrmrnrwrMr; named_modulesrr remove_hook) rr2r num_hooksr|rrD old_forward module_namerFs rrHookRegistry.remove_hooks@ ::??$ $D,,-I::d#D$$**40E]]5)F ..K&&2$55 A %+6  (3> eai(0#44T5E5EFD  4     ' MM  e $ '+'7'7'E'E'G# "$6#455**66tU6K (H rc[UR5H@nURUnUR(dM%UR UR 5 MB U(al[ UR 5R5HDupEUS:XaM [ U5n[US5(dM+URRSS9 MF gg)NrrFr) reversedrxrvrZr[rwr rrrreset_stateful_hooks)rr hook_namer|rrFs rr!HookRegistry.reset_stateful_hookss!$"2"23I::i(D     !1!124 '4T5E5E'F'T'T'V# "$&v.6#455**???N (W rrFcV[US5(d U"U5UlUR$)Nr)rr)clsrFs rcheck_if_exists_or_initialize*HookRegistry.check_if_exists_or_initializes(v011%([F "%%%rc[UR5HAnURUnUR(dM%UR UR U5 MC [ UR 5R5HFupEUS:XaM [ U5n[US5(dM+URR U5 MH g)Nrr) rrxrvrZrcrwr rrr)rr2rr|rrFs rrcHookRegistry._set_context s!$"2"23I::i(D   !!$"2"2D94 $11A1A#B#P#P#R Kb "6*Fv011&&33D9 $SrcSn[UR5Hup#URURR[ RLaURUR 5nO#URURR nUSUSUSU3- nU[UR5S- :dMUS- nM SUS3$) Nrz (z) z - r zHookRegistry( z )) enumeraterxrvrz__repr__objectrr)r registry_reprir hook_reprs rrHookRegistry.__repr__s %d&6&67LAzz)$..77vN JJy1::<  JJy1;;DD s1#R {#i[A AM3t''(1,,% 8!s33r)ryrxrwrv)Tr4)rrrrrfrgrhr*r@r>rrrboolrr classmethodrrcrr __classcell__)rzs@rrqrqs588??t&%)&%3&%4&%P*S*Xi%8*LLdLdL8 OD OD O&588??&~&& :# :$ : 4# 4 4rrq)rtypingrrrrrf utils.loggingrutils.torch_utilsr rloggerr rr@rjrqrrrrs\-- &- H   %%2RRj%%.|4|4r