From 5181b3b756b53b1e6dd68992ff3faedf7b86e476 Mon Sep 17 00:00:00 2001 From: Lusina <12752833+BrianLusina@users.noreply.github.com> Date: Tue, 10 Mar 2026 11:21:33 +0300 Subject: [PATCH 1/5] refactor(datastructures, lfu-cache): v2 of cache --- datastructures/lfucache/README.md | 73 +++++++++- datastructures/lfucache/__init__.py | 130 +----------------- .../images/solutions/lfu_cache_solution_1.png | Bin 0 -> 19370 bytes .../solutions/lfu_cache_solution_10.png | Bin 0 -> 34268 bytes .../images/solutions/lfu_cache_solution_2.png | Bin 0 -> 27051 bytes .../images/solutions/lfu_cache_solution_3.png | Bin 0 -> 48035 bytes .../images/solutions/lfu_cache_solution_4.png | Bin 0 -> 37500 bytes .../images/solutions/lfu_cache_solution_5.png | Bin 0 -> 29549 bytes .../images/solutions/lfu_cache_solution_6.png | Bin 0 -> 40077 bytes .../images/solutions/lfu_cache_solution_7.png | Bin 0 -> 40765 bytes .../images/solutions/lfu_cache_solution_8.png | Bin 0 -> 41002 bytes .../images/solutions/lfu_cache_solution_9.png | Bin 0 -> 34643 bytes datastructures/lfucache/lfu_cache.py | 123 +++++++++++++++++ datastructures/lfucache/lfu_cache_node.py | 13 ++ datastructures/lfucache/lfu_cache_v2.py | 113 +++++++++++++++ .../lfucache}/test_lfu_cache.py | 2 +- .../doubly_linked_list/__init__.py | 76 ++++++++-- 17 files changed, 390 insertions(+), 140 deletions(-) create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_1.png create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_10.png create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_2.png create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_3.png create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_4.png create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_5.png create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_6.png create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_7.png create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_8.png create mode 100644 datastructures/lfucache/images/solutions/lfu_cache_solution_9.png create mode 100644 datastructures/lfucache/lfu_cache.py create mode 100644 datastructures/lfucache/lfu_cache_node.py create mode 100644 datastructures/lfucache/lfu_cache_v2.py rename {tests/datastructures => datastructures/lfucache}/test_lfu_cache.py (94%) diff --git a/datastructures/lfucache/README.md b/datastructures/lfucache/README.md index 2b75c136..0224f43f 100644 --- a/datastructures/lfucache/README.md +++ b/datastructures/lfucache/README.md @@ -17,4 +17,75 @@ To determine the least frequently used key, a use counter is maintained for each smallest use counter is the least frequently used key. When a key is first inserted into the cache, its use counter is set to 1 (due to the put operation). The use counter -for a key in the cache is incremented either a get or put operation is called on it. \ No newline at end of file +for a key in the cache is incremented either a get or put operation is called on it. + +## Solution + +The LFU cache algorithm tracks how often each key is accessed to determine which keys to remove when the cache is full. +It uses one hash map to store key-value pairs and another to group keys by their access frequency. Each group in this +frequency hash map contains nodes arranged in a doubly linked list. Additionally, it keeps track of the current least +frequency to quickly identify the least used keys. When the cache reaches its limit, the key with the lowest frequency +is removed first, specifically from the head of the corresponding linked list. + +Each time a key is accessed, its frequency increases, and its position in the frequency hash map is updated, ensuring +that the least used keys are prioritized for removal. This is where the doubly linked list is helpful, as the node being +updated might be located somewhere in the middle of the list. Shifting the node to the next frequency level can be done +in constant time, making the update process efficient. + +Let’s discuss the algorithm of the LFU cache data structure in detail. We maintain two hash maps, `lookup` and `frequencyMap`, +and an integer, `minimum_frequency`, as follows: + +- `lookup` keeps the key-node pairs. + - The node contains three values: `key`, `value`, and `frequency`. + +- `frequencyMap` maintains doubly linked lists against every frequency existing in the data. + - For example, all the keys that have been accessed only once reside in the double linked list stored at `frequencyMap[1]`, + all the keys that have been accessed twice reside in the double linked list stored at `frequencyMap[2]`, and so on. + +- `minimum_frequency` keeps the frequency of the least frequently used key. + +Apart from the required functions i.e., Get and Put, we implement a helper function, `PromoteKey` that helps us maintain +the order of the keys with respect to the frequency of their use. This function is implemented as follows: + +- First, retrieve the node associated with the key. +- If node's `frequency` is 0, the key is new. We simply increment its `frequency` and insert it at the tail of the + linked list corresponding to the frequency 1 +- Otherwise, detach the `node` from its corresponding linked list. + - If the corresponding linked list becomes empty after detaching the node, and the node’s `frequency` equals `minimum_frequency`, + there's no key left with a frequency equal to `minimum_frequency`. Hence, increment `minimum_frequency`. +- Increment `frequency` of the key +- Insert node at the tail of the linked list associated with the frequency corresponding to the updated `frequency`. + - Before inserting it, check if the linked list exists. Suppose it doesn’t, create one. + +After implementing `PromoteKey()`, the LFU cache functions are implemented as follows: +- `Get`: We check if the key exists in the cache. + - If it doesn't, we return `None` + - Otherwise, we promote the key using `PromoteKey()` function and return the value associated with the key. +- `Put`: We check if the key exists in the cache. + - If it doesn't, we must add this (key, value) pair to our cache. + - Before adding it, we check if the cache has already reached capacity. If it has, we remove the LFU key. To do that, + we remove the head node of the linked list accociated with the frequency equal to `minimum_frequency`. + - If it does, we simply update key with the value. + - At the end of both steps, we adjust the frequency order of the key using `PromoteKey()`. + +![Solution 1](./images/solutions/lfu_cache_solution_1.png) +![Solution 2](./images/solutions/lfu_cache_solution_2.png) +![Solution 3](./images/solutions/lfu_cache_solution_3.png) +![Solution 4](./images/solutions/lfu_cache_solution_4.png) +![Solution 5](./images/solutions/lfu_cache_solution_5.png) +![Solution 6](./images/solutions/lfu_cache_solution_6.png) +![Solution 7](./images/solutions/lfu_cache_solution_7.png) +![Solution 8](./images/solutions/lfu_cache_solution_8.png) +![Solution 9](./images/solutions/lfu_cache_solution_9.png) +![Solution 10](./images/solutions/lfu_cache_solution_10.png) + +### Time Complexity + +The time complexity of `PromoteKey()` is `O(1)` because the time taken to detach a node from a doubly linked list and +insert a node at the tail of a linked list is `O(1)`. The time complexity of both Put and Get functions is `O(1)` because +they utilize `PromoteKey()` and some other constant time operations. + +### Space Complexity + +The space complexity of this algorithm is linear, `O(n)`, where `n` refers to the capacity of the data structure. This +is the space occupied by the hash maps. diff --git a/datastructures/lfucache/__init__.py b/datastructures/lfucache/__init__.py index 015bde5b..d7ed7804 100644 --- a/datastructures/lfucache/__init__.py +++ b/datastructures/lfucache/__init__.py @@ -1,127 +1,5 @@ -from collections import defaultdict -from typing import Any, Union, Dict +from datastructures.lfucache.lfu_cache_node import LfuCacheNode +from datastructures.lfucache.lfu_cache import LFUCache +from datastructures.lfucache.lfu_cache_v2 import LFUCacheV2 -from datastructures.linked_lists.doubly_linked_list import DoublyLinkedList -from datastructures.linked_lists.doubly_linked_list.node import DoubleNode - - -class LfuCacheNode(DoubleNode): - def __init__(self, data): - super().__init__(data) - self.frequency = 1 - - -class LFUCache: - def __init__(self, capacity: int): - """ - Initializes an instance of a LFUCache - @param capacity: Capacity of the cache - @type capacity int - - 1. Dict named node self._lookup for retrieval of all nodes given a key. O(1) time to retrieve a node given a key - 2. Each frequency has a DoublyLinkedList stored in self._frequency where key is the frequency and value is an - object of DoublyLinkedList - 3. minimum frequency through all nodes, this can be maintained in O(1) time, taking advantage of the fact that - the frequency can only increment by 1. use the following 2 rules: - i. Whenever we see the size of the DoublyLinkedList of current min frequency is 0, increment min_frequency - by 1 - ii. Whenever we put in a new (key, value), the min frequency must be 1 (the new node) - """ - self.capacity = capacity - self._current_size = 0 - self._lookup = dict() - self._frequency: Dict[int, DoublyLinkedList] = defaultdict(DoublyLinkedList) - self._minimum_frequency = 0 - - def __update(self, node: LfuCacheNode): - """ - Helper function used in 2 cases: - 1. When get(key) is called - 2. When put(key, value) is called and key exists - - Common point of the 2 cases: - 1. no new node comes in - 2. node is visited one more time -> node.frequency changed -> thus the place of this node will change - - Logic: - 1. Pop node from 'old' DoublyLinkedList with frequency - 2. Append node to 'new' DoublyLinkedList with frequency + 1 - 3. If 'old' DoublyLinkedList has size 0 & self.minimum_frequency is frequency, update self.minimum_frequency - to frequency + 1 - - Complexity Analysis: - Time Complexity: O(1) time - - @param node: Node to update in the Cache - @type node LfuCacheNode - """ - frequency = node.frequency - - # pop the node from the 'old' DoublyLinkedList - self._frequency[frequency].delete_node(node) - - if self._minimum_frequency == frequency and not self._frequency[frequency]: - self._minimum_frequency += 1 - - node.frequency += 1 - frequency = node.frequency - - # add to 'new' DoublyLinkedList with new frequency - self._frequency[frequency].prepend(node) - - def get(self, key: int) -> Union[Any, None]: - """ - Gets an item from the Cache given the key - @param key: Key to use to fetch data from Cache - @return: Data mapped to the key - """ - if key not in self._lookup: - return None - - node = self._lookup[key] - data = node.data - self.__update(node) - return data - - def put(self, key: int, value: Any) -> None: - """ - If key is already present in the self._lookup, we perform same operations as get, except updating the node data - to new value - - Otherwise, below operations are performed: - 1. If cache reaches capacity, pop least frequently used item. - 2 Facts: - a. we maintain self._minimum_frequency, minimum possible frequency in cache - b. All cache with the same frequency are stored as a DoublyLinkedList, with recently used order (Always - append to head). - - Consequence is that the tail of the DoublyLinkedList with self._minimum_frequency is the least recently used - one, pop it. - - 2. Add new node to self._lookup - 3. add new node to DoublyLinkedList with frequency of 1 - 4. reset minimum_frequency to 1 - - @param key: Key to use for lookup - @param value: Value to store in the cache - @return: None - """ - - if self.capacity == 0: - return None - - if key in self._lookup: - node = self._lookup[key] - self.__update(node) - node.data = value - else: - if self._current_size == self.capacity: - node = self._frequency[self._minimum_frequency].pop() - self._lookup.pop(node.key) - self._current_size -= 1 - - node = DoubleNode(data=value, key=key) - self._lookup[key] = node - self._frequency[1].append(node) - self._minimum_frequency = 1 - self._current_size += 1 +__all__ = ["LFUCache", "LFUCacheV2", "LfuCacheNode"] diff --git a/datastructures/lfucache/images/solutions/lfu_cache_solution_1.png b/datastructures/lfucache/images/solutions/lfu_cache_solution_1.png new file mode 100644 index 0000000000000000000000000000000000000000..38edb9b14cf50acfe589a1ec6396df33c60f5562 GIT binary patch literal 19370 zcmeIacQjmG8$K+F5Cn-R2~i>vqDQYIdW#mu=tFd)_cjDULPYN^2*O}6O7!TRXruQs zVRS|>zsd7F@B3tZ-`~G)eSf^O)~q>mpS|}v``-KPa$WazKB}wA6BAMs;^5#AD=Nsm z!NIv%goAVA-W@!w#f|ZK4)%|nwY0RlqO>%Fy0e3YwXHc04ofsNN>urlBzbUCk^*muILhpLpX zIKKSwF}ur@h)caKhN-pXen;+ew+;ye#OA2x6CessmolY&n^V=SK}nP5VeI(>1M|4` zB=EYqSz|U>&P%uA^w7 zqJqPUJ-&l;Bh(rP7khLA`=!Qyad2+Mgy7&~f61_4nJ+j0bM|J@ms|fizH#q&LP~4B(4x~MjaJ(25ARpa|QuUZcc7S03ibdgP60K zg~%Hjxqq@_|A{kNxw<-vaB+EfcyM~~aymF$a=jE57UtsS;o{-pz^34E@v?U{@#L^~ zdHQ!D|0zet+{M({+R@e8!JgrFxh8KN++4*O8Gm2szn{PF)7;bg-z(X>{8KG#1-X8o z;d;r*&Gp~1v024_TSe5ZJ_(x8ie{%{5@%@?e zk2C+zoIn?IXK4pJ>?K_R|F+COng2ZbPew7W-!=ck6Mwt;FDus1075aY|F#)`aC|TL zCl1al97P#PEzcWU>G<^&?USM4SGRE`Wi)QwCeM9T=5d$OcB0*=jE3fI#FH?M&6J5K z1+7sT6|L+EA~`J?T#8FvBBlGd0Wu4 z$LW*em0>fFNN(PHhl9(2bK}k{oSQG6sf*^WGwS|fx_9RegHFMnKP&~$-x;g8?L`Uw z&hd{Om(A_J$9G;ajN#rZD&V9e!~d()ztWV-0dUm-r)G}dwTtym1INCZHeH>;pu5fZ zRnzu$W8Zv%+7@#@JL1#c=;C6N){uC&kJJy~8}UMJn-gUnD+T2|`&-rXQ=1Mt(4N*zr4scJpo49@( z*h%YQ(DKuyv_8=7;$*MNb8m@9R_9lM|JA7_&EXKp{WzqK+*`Yl=@Jt87!uyLaXw$T z;vMW8T|3`b)-Jkbd_-KNt@l~euMDqAprX#C@{Jauy2Av^S&_`wK5E~STn?>F{#5tx zJZ5gsIZDl^w-qxhdDKM!t>;CPmA?=%rTg5pbI`)Kw_zpIMY@Oudp;9tLcqk~`ba$iLrp7WK4n8D2*W$=D)r1EFk#ZjGvlctdVq{nnLf>WD< z*ZJ`*C1p8EOHo$TS22@Bktx>xYh^L&=F=im*CdBg0_LL3yoaXMsSO8#`Rn%)DEa}h zH+$1P=U-C$+kPE|vvFSCcIgMuB#SooMmlS3zdapLmTFEDHS_+wQkX*#-Etqk_Bodo zExoN3cd1|=Up93-NK~GmU%ugT1Ov{@^{|=}hiEdJsacvMQJbKmq=tB4$Dyt{8~s_) zN~Z8ILt1g*!6361@C6X$oUcZD4nUY(yos&8t?LFzMfV=XKqQr^E5u%W(c zJkOq-=j0bXKeiyn@X{REud@N1A)cF!5+R)wYfIal33DDpDAY#%`L%78RpaE({QipA3WodYj};!g*g0du{CURfAZbHt)kv~+*S%6)Ss}L^rQgW(sT7@ z8DL#=UwHMn0WWDhFq8KH_-GniTez70(ODBB|N9?4!B*Z}CNn-QUW(EG?-Z1mC$F_m$Zb8TFuJ-T4I^w;_i;RBP`LWl^xcmod_wN4A# z{uF!LBlK|0WqjFK2mD}~2SHiff8>}&Uvpj}kjmRTN%x3z?A!d0%>~W=sVh!$qVhYm zzb@jgro|jw{CUvpg2bsFJT%t@lbt)BS9vK77~6+AS1C>h#n}`6BtmlsDDy`2mETss z(owz_8;BNq3bxPn7cOej(|&@^)NvPPs@JF;bBJn_#q1~Sjmw{-j$}?9(u3^sv$aK!;HYBhI(}aGuZ_5S0ly2k6=x4(bAcpMQhzoAz*Jl zW;4cU%*w3Mcv`sqFmPVW^Tk@T?wBPaKHCZIds&gJFTb3a3;SjtuA_o$+hRu?4`79EpgwZEKEn&mmG+=4`Yz| z9VCG%6vs`{Eg&BWI<$)2(fI)-Neme;Qqyw zaKr_KI07huo%6W@b{#`&l2QS}A|oS<*2C8hI~8g|?-CyuoD{oHdv-#dg+3^%%c|0z zMuqm(XJL?U&saV;8gHwF!f)wHr9wu;p9NgK+Wo+)3=d2veE|2*j+ zXD~&~;V5=q!TJaB1`?L_D`Gem29WO@IZK80qadOBTbqKBb0w|^Ggb||A&P=(dfK_E z>Ktq-OBl$0;dL?tb8qvs$<%5?Z! zmPP(1c@_Vx8RRr$$^gdE&qw#m;!VlBbM~ePm}m7~2Tdx#iCGzvDqvTnnXl^JLcok0 zYAzhl?*?x;A}oSo(Bswm4h>@t1L&#y@{djAY2CDTcae?f+cbB8=}biEqv`X7@|kY3 zX&8trRm`iL)}`+yvIarQ1KbJ=Yf=5~b{@laEhJv_SVfSKO{+V4Q(vMMC$^Vdd1I7` z{AqPCN`-N0wX?s%-F<~-Zqjfy@a-vsSFdK)uQw+a97>(JP|z$D-S{o7+TN*imTFe< z4HNwkN^o&gLIv?(8DWK%w+?{Zs#Qb?7jAw_;*KmDKp_H(9%H=A0{~34p>M z2h;0fv^Em4n{wcP$4=wshY< zo^Ve6xir;l8LnLofY9#1Q>sZUyUtEeo{z6C{A78uOaRsHl9{(r*7v53d6IpNUVOb? zMwPOK(vv2&b`#HLDms)$&HAQo(r-UlzPW{9l`Tz(>S@fy6h}iwzeP*<9O|!B=BcFO zy#!Sh&suIlqcU}3(pu|X^zxmo%Gf7q zw0Srle3y6TrW)*XTK-le{=5P*dK6!!jsDH$*GR4 zCaa>Ia+Wt9=cy4!+7N0j$u&jSod|%HNZ~qO~gXKycFVrc)CYdYM(%47}IH*AaPfEl>H;b>{{4iVeIKKf+_#_o9`D z0o0t;U4`^NVe@8~!Dq;9Pohgfkm#tM$LwoJl_ zNaUK0O2eE$PNS|vYP3T92=P~osujLiw;5RgVlkn#uX;eHNIM^(?9e$heE*Tv*>(5p z-q(8P6AGCW$oM{oh*Py0ibkjc^s|M+F@TZpb%Fi57lrOV{<+X2kJ}TL!0*Pi5`OjA zEu~+xyzghR{VwBk>>m=ku-e5Cn$6C zWgL$Gs5nSjM14`Y=-$uE!fd>wG|6}Uq=vAGFrT4?`mw~3Z})Lppbm-Il7^>_O)^uC zn|D5mU#R+UAZP}TtfRM0?s~Jx*{fCK(vATP9E%0X55+mswi{39ukKAy(9N~44f)yW zmQ=23sUpEDYKm=zPk+MOGLTx1M)C4-e}qaS#R9v;~o20WXXJ7f#Yl=$4;6Kytaq;hB z@G*Xesns7j8S0^t?8LDB)4};Fnt62jZbupGzg$-DMBcl(9pxf)aGU*hx&P> zN|wQnbSoITzZJHuH@_g5guojFP^)nU z;;$(_PI&(K^_^}>kD^QjdgfZ^xbQ$==QC-nW=go&C#0)(u8&_7f6~h#$_zI{pi$+DUhRu9o&X7P^>Q`+)2YzfH~mU{ zyS3G2Y`KUvNKOk2-$Lz5tEHy zZbCbwhM)VgsgrU2%bWjqV7+_%-)X-rrbal3{fQ*FR;OrhOdSrW98ph;Id`v)1I+c3Sagb-?H4> z0s(sWLLJw*2Z8}?z8q6gl8ZFXd~`Omh=h!`^t)=OpVV$6Epz2ckucC;t^1bEkoTBH z|IGe}pjXdts7xQxl5f9=WEuQ~$g@Wel9qgD?n{@bw}PAuQyBQ&+?r)9KITNrX{bR^ zbuatqHTwZdqU=7WHZMM3t?s5Zn#{(i|A>G7<(Zpz2&1$27#*kRjoBYo*8OvS2T!RQ zCYcY%CU!>eXgAz{6-a>}kcN9G%(*8?gA`ItR@gynpe*1*}Qy*1wQq zfYyUorFpfU3XlH)rLsdyEc%klrlRyJtTd9w*JHI)#S%qxya#FOV@%&u6vaGHpo{VT zy|r&)6Xw!sW)%)lB1#68B1;UXJ0fU6)>LYyZQ)d0RT$d>H)ydxb!=iSUqs1e>ekf^ zt#*@Nf`@M&XXRMxmu{D)O79(jHO=SwQttdNZQE@nd{4ZX#{NZOUq8qsXzbNbn_36#4gUsuSdB1ZGa1^zN?fP)8fb*!;wA=A4 z#9)r~sr1tj(&}PSk19N38g02le%1j}xz81H5!CwUBwG-zM%Jgin)$EGUTEe|l+`+8O)hlAwMm=Zll{iKG+%u`*Uc%=YO(W8l7WnoZ0}9(q=?>qYbHOts;u!t_ta3vYnF9bYjYkzzsMXOjzvk5%eL zeyZfYl_Xl0XJqQclDp6jTcp<1Vvk}n1x0d= zF$WC0jMx2mpYA`<{he1|l(0PvMlMJd^lw*WVZ-*F|I5j=Qj86&Y?B*~=X_wR^rTwW z1kNx2I{>J+5@64#3%lfDwx-AZP8LI1rG@Nggw9VTQH`)suYd=ktwaEN@M?yIq`M4l}&b}rpyYrwSNeuS%?rH;n1}`D!ew8 z$$W50Z&2=fm25Inad|S|XD>3o8IiC3dTcsl+~rtcdMa6LL&|R_NBgcOQk?8Q6|ET( zi-)4qMwGAle8iWh$Z|;QUe$HCVBE0nEvldlMA!{fuka zIMm-Y+G8lJbGVinEP63*Zc$lZS6|pP*=yvn)FQPB1XymZ-}HN}=kon+Z3$ptGt1Ay z^aAhY_V&^KWhcg>GtJ>>kd$pLGi#Kj>7r{>EApIFFv-y0f~6}PqLymrej#9z-iR_M zUAFFZ4ek*J`RCJoovx4EajUD&@0E^bcp0^Bqo@BSvnjng_OgC{Vjc~ay%+4-a$B5w)$Q=##IAP* z!6&CYyJ;0rSMB(V5{*Y7uY-QUE$oK0da4qlU+2E%D~7o-Hak<}V)x_S4P?ESORAtl zhDtI|d#xMV;(QYkxz43=e!Sz5YFCxaZ}sy>$7fmyja@}Ft@p1i}GkR|QoNjx9(`<29+ePYWcqOw2hiU$%>*Uw9e6|Yy z&dsh?gTtLY%dlnOr8v`ntiv{l}gK7R9*+VD_IXgNtj01s&|% zYdr2b{%{+>s5cQ%M_q;m z_X+F!GcW%16GgaBzdyAbdS1V%+vKHq1$m<%=3MC_cs+j{Q7@q@IHmcrDczlCdMJW+ z&q<3{#(EpUM`r;EJw038zc)f$ePs`V*1vCRYGICt=})USKu`$%Kf-rJ^S zrIPRR9`r8tB_z;VGcbj1P4|~2!%z}h+w03?L4xsT$_eD)FIc)Y;0|=Ntg}cl_IZF# z!)k(lp!qGb0uKGEyYGKt7uYt%`qfpDfU~Xv(H$}U3ajW!hj~D0#y|>xFH+YsePJd` zIux&y>An1?hbAs-ePvvYCoR~?+dM};vMQK}iV|FBEXY`PHtk@cHczj2he&{zfUKlI zk;CU?e!)>hZ$!kVk7AKAK~LnRnL0~bwr6KOq)IpcXTGSP%8kw))|^u7voYG;2vpMS zwI!ks?h2W>O%YrBbildHIa6N|ek8hS+D9VHK@JOpZsIR8&=^|x4m1wlwpVf6sGqij z94&J5&Z>7)b2aP5rcVXU^!x9o_FVQ=q~$TDC#YIc8`!&2596swCO1O8vYD`>g6tw6(fB_Wru|qA}oWGE+=^UudAuMH2zl3(GEhGjg?Y z{$>FSy4lz7byQs*kua^9S=)`|MYwH@cB=|4zW-5P+sj#pi`3FJH8(5;*>U&7 zA^B;$>RHMUs^ayzxwpv*oy$utI=GZ=;YJOC2a&>SNyg{d;hcmrPV5B1=&{2YJ}M2A z0qDDzLX5N9oO7y!xqCM)z|bpa^4E3nIqQ->B#={FtU_)(-bB`rdz>Q>5(?5W?cept z5?rgO!<&0<(a$}iH`FHbH)Vt--T^uLMasm zCCm4bW+>i(=Qr}*pRYxvoD4sh2gT0DAD_PArjlu`9|Zc**A>5YhCQlj1}8_Hv~N06 zmDCbMWyzQP?dK!}@H`>7E@<$%y8}fDGl-oyQNM27aQ=996AhZ(uXRAE*B7S!odXGsg!jyr?Ep>UvW!|B-?4~ zd+=ZP!?=oN`yM|u8%sJg_e6erVF9VTXIrLQr8A7+(g8R{CnL`;SBD%66fT}n3|=28d#ao?b)o0!EHpf*f|>P(xJtZlFTXVCXa+Uo(#o(&y%YxQH5Am zBI}>mjbA-bEiQEMH%`)zo6QD}6d%`W3=L;{+cOCL?Dd~GU`r@P#`^DIyRpT%*^2sQ z!IttpQjr&F&%)`**+&6vV2Q^X=U$RRbT+=q8)k7sNqdJv;BAbpC(@#~)96&Sc6777 z8}LB*$zvk^@PwNn(c9K6@$U;X^QRV?gSO6hnyQ~jhv4?&)Vl5wZkGUI+Rd&_xSPsc z4O$ywUKJ|~2ZIu%ZJX~29t0k^5KL33s-j8655E*lP8(KO+w5yJ(L_jOr6DWeO0_AK zckz2j=LzYzPd9Jzx(Ot2ulm=FSss+@f-8O*y>;7T1k-!?Tk&Jj#u%OIDPe;V)~fPf z+ZAfolKNyk;`$q|e9#9C!cuCC)ixjz=te22J?&bo68?y~OKj)>BJY%G#!|(DF1(*fXzfA=QGCpL?9dT% z88+vajURH1@e>{?7!)43J)AWlmoW5IRd8SfWsc*6QRKy#oOMyyWX8kkNnF+vR)|{n zxb-?7Y^m+nb+vE5lc*b)BTdG&}%LWym+%b z5|@jpY*q~2CLug<7I-qNV9&2^j2yQ=ySkgHiV9@L%g=XR2MSl3B^ z(T|h={dSuJ!^$B!f*p%&s7vi(emz90h}*6xd)riuz*^_L=J4Bc?FoF?D()dy?n3mg zM%ko?zPNwG_g^9f7b}U55-+RROGen2A4xPG)?VZcU<7Zuy7UgTE(X0%CQU-h%+=Aa zP+CygojW{UQzb>(SQO-m=tgl#v^WG_TF9ziZa?z~nI1Z>UT(Fv8WUDgV|F4dNcs5q z>Wz^7FJWBq8LEiu;3>;hbZEQmk`XCsuVY!SpQ1vrNd*bGel*0#Gqr9vA;zWB56Gwk zd53xRrK80v*+B7|&19itb8S1NKJHCEkUf(sui)kf`#)PE*3Ro5la)9OYpy4&^|GQQ zZ(%}QH*fpddNF6d|4>x%)X;Xtx!ee1W2j7A(WvThn*}%jhC}r&=^Les&)M>HXk+r+ zJ$4$G%6xsyPQ7+#ccDHiDZ%JXo>mA)CEf16xoCUBc;7O=-MMGe6QR@c^068z%P*-< zIEaS6(Cd!ph!xw2jk$~|?%rY6Zo_Chp2u*cZiMES>r5{F)sz{H%$Zq!W zs98QhAN|_WpB~AE;c%kTC48n6D>BQCwtGQ@3T9tMO0{c#fFgU&Od9&7ZyqQKQp+rf z5%6+kMrBFbu>+9&?ya3Q{!YuCw-(vxV%tEnCiQV6igQ}$x}tR- zJini!QY06UvwZuRc23xHwn=#hd0oXL*bB;rK`pgexjiOPgtzpI;uO7xgP6_rD1I(Z zZHhM|gJ?by4#4Cf`@B&D^6A_=3R5>{N|<$QOJYIi{Lr_Gbx(n^LR0T&u_7D5%6El# z`Jyab%3IolUz4js;D<(wQqCIZ-AEFCoV7a1;lr8?b)>BVx!RKzLvxtN`wnn9U9KS< zzel@c)h@IUZTb5Wm^Y59Uz&% zubbck<1Nag;ivs}nAmP@gDP+`7tVRxqRnh6zU$J&W%=_ylL|{YbUPMy%kSbFtwKr+c^m#UXKUStD=)D~ErQz5LhsO7=G>hbz1EZ#d<>Z+tiJ zAeE$*+x~#_C?pw%q(Spg)J~iJ>`dGqO#d@Tyea&0OmA0dfKtJ9iNxWw@CkNP@cT_AM-;txv!BQ}5(=oIzvzhDnefDjgLO1tCt zhehi?7XK|2Qn>qvi_@?erz)<*AC^LFbgCxsF%#aua2A6qPBS%gApIW};O}@;RuZyX z|Kg?hnBN&kJZL8U*Am5wy;Cg;{Eq?u!eAe;Aauvah0uR33KZBoEes24`#1RYP8$|K zTb9|C{?`>>!?1S>Y?pldPhjou+Am>m!in+Z$={*2zb$WMahm_#x$9ESgmU4Kssul_gG|2>BW{BLIbXIA~+LgJrA$p01+|17%yw~+YXLgN4H zRecY;4iy$iSnh~GJmR&83q$_~HnBKz{1gb7fkj@Bd8+9t80S@$@!z}{RvFSu?LqBv zwc~&NTOxw5=(Ame+MIT1GBgoYto1+N62yiEq+qERcEw#86Tr#BEgE5Gv+UAfvTr>5 ze3k=`&)4%a%Ncd*JU7m|zhwBS{72(&NoZgwP9$_(nQ$Z`_u8p`}%tsiy5(bi&!i<&MAL zYz5ZY8M%Q?r)#Om8W+@?bJnSx{qahtzou688eF6TSpz$O`mU9KN0%Ru zl+M7m*=MKWxJV;M?s;>T>D1@6w$&6!i8W?pjL02Jojxngu&tW3(75-TN-b_UnmWRU zi{fcVW3@%~Cpv2(>}uraF@l)G6jC6REhTLT73RJGjMCUv?#S`a%{2xPm1xH?0l`at&>Izeg5ST$2ndAt<` zsUZw2a1$_TdH*G?0&MI06kArRab~tQb$r4Z28|C2JJ0Fu4P=9Prm0o!QZ# zm~!SD!jcs*@1XsLAI^6#8H(D}s%z{YM^?J>qn7eq-H(64x`-d{)N4g=OkH zXk;-BE>QFY+X;hesp75Ms(w?A{QB#S>v^exyFCX~VBh;6G{=Hi=xE6$_S8kEjf02- zcWbLQil&kWG-*LbW?pGRPT5#B=*w?#$pv=s%i zwN>&O+x76z=CJCaGNvZ1tg9&<`-tTR0xl0naxWCclyYRgvv(D?vik3h129i*5QPrO zs?bjxMJ@7f2Avds!(SD1r?QWji>nF4|B8qS5X1HTVNg(q%J2yj3uC0OcMh3#>ZA=f z@?Otnq^gj$59V+tQoo19AIi4qPob!(%;~}p$YzLPG2;naNR=P4m zT}uF=wC*}cNV@x!wWOY2m96gANK&$9ubP2~;ng6`p>F2P$6sYl;^}i=Z2SIT6`_X) zYM9ZtwXm=cH!$#>;{P!3pdDslj5{4BZT{l9y&F*pThl&DvqSO|m4TyVw7z>d*J4X{ z*KM5z517eNJjm#gEov#Y*w^qi)yJCs0(81#3xT8|Yh%|wal9c`JQsNQLPf-KtuMKG z$akGgIzDnhV=lXvracoj<0i(d#wi!X$4ZwAbgFR!e2}w~_8TL;BzefqFhO4iJgaC@ zPULKN^4srbmP{ef9H_%KJR+eT8?{Z>hG`+zCamget)6DSszro2RB$3 z-KjqabY1tY9REIY#R9I|ELWa8T%R$(2+-|d`3aqs7QV(hmhr3n3~$z7_&jRr;ICqq zE*pYc5^Vx+a~y5X_hBV$U=3<5=FiwD7~{;d+vzC5+mg`F7aC&sm%m~J^v@>#);Z@A zba_|3@xU_Tx21RqS?(_&%NCZA1;!psA7--e-A%BE5+6bCjeU7iwvjNzNNi&tO#Io< zbx2mWde&XPlw-)TpMRWOaY62Fcd=A+Ssz!m8E#OBzH68VN>orOQGYh@fbT=sx*%C^ z`~A}pwPw6^H#W!8^R-k5PRb(t0@h*7D${4zS>_B+#$7frfP&r@t-P*jwBqY6{=G^+ z=ca!n9II>Pet5SXjivGL4us==!Bfm!;(8-eLA$z|Y?(oTx9?f6F;^+!BFbyP$*J+k zj8K~ZM|f2?s0KHF27I-j$Vi|mOaTAQ5ltXLoXsiW*kK`l0rO)0)oysf`wr~H2lkDy zlFl|1ysw1Nr@pm!pP_;qt34e>|o>Nz}(O{_YtJrMYI zXEBtX>lWsJ%Pw4z`{lT3v78MOog4e>cEDC8o1;vVdHLLu) z;SD{8HYof5)qAsR6U4IQWCV-vv<7N-8n)SAg?dx0m<7PUE*NB<<4))7Nipz~BNZ z5;hyakzBwl`B3Fc8^Y63O*MWh^7eD6I&bdN%y8t4wGs%eQR#=2Mbx-4Ck2ki+$v5U zshoZLSSHs_{3OdQB6+0awB!M8Z@cWsic>!3hqK*u6+e~Sn$)x1YKQr`3ZqhXPO40+ zLNQ)WDjdm%pXEftP0=r@^4a1tk?JsmoEOmIN_QtaJ#ambN5>;e+|wRPPU{*-!$H&a z<<3&UTMnY=5pQD-Q?I>ts#{G+V~B_@>86!%Xd2Om@e9QT#og6}35K|-k5kbJLS5F6 z-pw=MO&9KPc7-M0m9b+LO4^I(f=*5;bQA~+B60`Y?Se>tWH(@ENdr1vlCzYH&?ec$M6xH>ie!-Lp$>322Wj(sf_@ z$cz`{;+nD4yS7g(L%72uHf`P9Xp6F$@1*yCEEaXRUAL2>ZxQJ0iq-pSiIIu!@yVj4 zF^-A)i-Dd@74eC`k{G*R$Leps4*H@tgfAt-D8_4B5N_egbmEqQr}Sup&oB2wGA2))NNfG2~zqZrUBTfjzHuHGok-YVX60Rq?G#OU@sbErH>l1=#^R;)w%xSdhpF#SJs?9B`Q>ST zC@gzx>0PfN-xr0b6Oqv$JrBjdf2qFP)x-Ldkth!@puCYxj`F_l@u6`9-h^+EmqqQN z;|C+PT-VbSgM-S?N0XMB=6D2E*y(G2!4BX1ofK(IS2@{7W?co$m-u~VwoEl5%1k)E zFW--DYlhL9XAU^f}A+Z<6MviU|OwpIN)?2o@%4JHP+O% z{Tvhr z->>$Fxv#*aV@?|fd~?g=kh~VpK$pqa&;ZG1O|2ai@LqR?Pj(y98JO>Y!L2N!PtN8d zOxyuw_l=+2zWFK;)Phy68|PPa1r|ckiZXrg*bf6jo5C1)7D@ZLLSs*IY-;bM? z3l@#X{qd-4eGHINOU0%uk5PJIs76Vpo64JB6#Vv41OJnQq^hTRWUriu9QaObbl>65 zVEsY8BCGbbw~3XLAd%&I$e{`?lkiM8?~tkTq2iYnvX?a{W^CY(uiA5b!{AH(?uZI> zNgZCo!LN1uT*YijPV3t8RSs~CWk}P>Qg~1*A^3n+XMapPn4|L6y@O@H*>ALtKW;Ruq}i`!pXAK< z?V1-?CmMNM|1=u2z;uH;$Fwm>vi`FV@h#{GJa1Z%01DlDO9R&UN>Hj%j^A@1tjt?c zB(?hWgfZU}NJ-Wa1{RF1*>I0L_QkmW`k9qS1Nu9BpXsT3Z*gc13W;dTQq}XPW`Ok- zzLsQDYF{K3#9b0}iLgrOU7g8&0c?-8vk^im`n{5pe=Dk2m%vu^z7SVlEV6v#tW~vH zREalVlp^x8;s-fObKMVzF$aCtii-)s+Gyhgl{%CXXw9!ZH}&RA9bG@3!QLutZ?1Ad zY#rc#xcQQnVA9s4eD7n6IU6`Qk>d48)9DiMk-`UgxKG&9s6&jac}Qf{LA(#S-1-Rh z+cBc}I%HJieh*tSwS2I~;~`A1-VP8zX1pgtWmw1P*Bc911$jl{dN&?wnKeX!nR|k! z-pinS(%8#Vh`W3Z6LrE})*4ypiXV&%Z_qHBP}BBeQY+@xL^3b`noNzgEt&}{_V54n zQO1;Nl@#pnw+~E?DZUbXaz$9Na0w^t_f}U;F#E6eVfE=dV-9+Wfsj`(Z|ELZROx9O z7bizZ9BMs|BK{9|*dv2|o5^zn+>n1syKgo(Kho6}Zpb)^|0mUN2vG*h$lWLK`;(DV z#4>U{Z=Y!V4YmG74&KKSelmgJe=`PXkzuLHavcToKZr=|MX93~sQw@wd$f(C+Hkl;SJYjAhB;O_2_1a}Ya!3K9Hfx#ug-3eiE8C>qe`32n7ZP=8de3gc=MC91sQumI3KCwB%3=CajK!Sk$D>0nVp06^jQAm1v_LOD)h>m6W|rob^q3wHJ}@!$j~JcaVlYi1*>D2A6gba9UZvlUXY}QahBOD4 zYY4;OL{%qe=W)%=@x*L!1b%R5m8-Ey)nH20!9mS?yf0tdntrsDn7n&@IzcWuN}_&L zv|Uh(L+uvZ?60omJVCzZt4}#C_-&sP&s7TczuMGQ8VIck^#f*S;C17pm+D>GqvD?n zXqh2)1*97q=q9Z(&njmlsgGe=gxL)Lb~=&h>xeZa3s^7Hl?NA&P(1;D?_7 zEe24K|Er3-oe+hNq6)dVldAL2nT7_X>cGg%$AMwxObee@ppQY`iV( zbtP;Zpz4A4A{|E{K{@(cuP5fKU|0;#*Sr|nS@ZUKTMxpgvGKPT>g^`sI)9{8p%t7?W0pSk@ zC5XbwBE7Z!0DvptNo0t)q(PEVea6GVloVA}0pdvF5R>EK^nao-6nmRM(M8F8iG}n9 z4+)v-{b^pyD76>;U|7cvi(k+6Emez!=ZKe=m-VWURZKh%mixvMVUQF4bEuf?a=et=n1e5?ZHFA0{QjqhU}(`f zAvrA8e-CFnI1QcEyDL_=e|i*!7Tu!#w_)f>D;KO2Wm^`X+c!KW>9}`NpRy>%Vu^Wb zZKi2BZD)pXc83o?0QFnYxol^GdwPN_X;Y83)A!_fL&L%>@9WJyVU@CZLrzbf=fpqf zmyp(vv%i+t(JWU(KtRD^^$bA_U#ho2b=@5a&E&H4WkoQP6mk2F7Wa>wDL{ zKGleh7ERT(mRS}NI2$coXlzrKhUP+@*z7fC+KDt%_Vlcx9yc*Y|(Rv7`&E}@Al_@`$ll88u*J*kUN{bdaDKZ{!MzGFfdG& zjr^aPP6%d1f*JsV$2Zv*cJlEn46asR89~BJOTqnX1E2V(sa{Mut3ohJrHKZb%nRWS z6zH5AisjfO{l}c3vra%G8am6$@cN~&GeU@hwhlHn_IqQTM1Zt~eq8R!Goq zxU=~N2i12IH`S2dVe#IA=ipirbZIM|Pp5ss#a>UGwP#KpVmZF95V)qeHR>kx6W5Iu z`ckPJo5VIS;rPhj_l#2mmv}>npuosD?)8G^WJ3|qz$4!93|cUvdA)%9w_pZxp`G1Z z!g!|B{KTo06YKFI#w%{?XC$Leix5^RrCFVO6*%0GDWkeJSHKJXr1Juuf|9ZUSmt+q z9O_>_V&kgEZ1803MgALwwUgF)w~!RFZ`M2EF&ufW;;Fvd_2+?Qreu)2#^xV~GL%D0bK%6t}zgt9uH*lVu#Pt%0(4 zb>_Pl34tu^fiw-rbu%Y++S3!tmO_&@rN29iGCblX+fYT4JcT(fe3S$v_uh>I{l>T% z&8`Q(ILwIyfWdSLfY{Y99s=2=%8?&@xwzjeb_Z3X3@+4onOq!Sc)N^+arT+-euqvR zDn3h0yvP%QWHjD*y=%b5I1jJ8j4o^rbqGQToMf;+!X?24!hX;56SDsu`|06hua{Xc z$@9`T-beArm14|0ALI))#1f`*;vOkO#`%C-nzzJnn4U?z6$3O6ip1KfwNn~NXM+J@ zj36!0y#}RWNWJ3wZNEIg-1g*6>K!fuDkEO#Ox{C9&sd5ms4ahsv}}s;Pye3PGk1=k zuTOf7hwM_Qc<=+m(INT1P*L1(Ln-XnUhr7cgztx;_VKG;$2d>-+Pko#WD zuzGA^0_gWJKiRw9^DSq4%r|#hY1~Je#9zA$U_;!A!$x85JFsgw+`W4gn!IxTJr*gK%J6-3R9^n@ ze0TIKy9LUp&!1g(M{u(ReXy$Znm&xCF=LXD#11FZ78$g;o?cw^po zLPB(!Y;otR4WnuE{IS~H_QL2&`CNB;e-?;ywR|@0@Z8)2MK9Euh2ynkS8CVf;$2nC zGmNN(4+dv5JPYL_y59d$g}f^ZS~}^&51xEdAbDIco+&*{@c_p<&Ctq!4mqfkdrtz? z*Pte?BkC4LIK_Y`^+Vuo$7rodC7m1+?(KUF36v|)v=BY|)(adSwizPc$>RtfN)~-g z6TOBVMkz)!i?(om_RP1Ig_Ppd4jhH}GHVzxM77%WUb^(Q_gqeXzVgL9ZF^*mDtx#o z_3d<3%rX+Kn;PDqQ@f?ZM}fyhbS!?&--8_7X}YZF zH9NG8=>9;aQqW$_6d_rbvqgJLRx{#xi*;J;YeQ#@%iD^&&@Gh;c&Eds9Iq-ouG5`K z?V0c3q$%t%N!+YzlP)iOJfRP@gy~MuS}xpAsPRj_);CNBi^1gOyI0OWlq-F~OdoGl!!n%MwA zL+^tMAgLa=39dp>QyCFSTo-N-AU(@@63b+kpujnwhO%A5l|5XbD$}vH!%XDo;2G&n z$j|9^f!y$B-2j0!@wy*AKbvKdM$%D!=FUc^Z*xZ5jgKHCOafXgeVDPg;zPO^i=4%b zJB3^XlqC8$I({kE`i>GR+;X95j_eNVPtHrYE5K3 z_}{u7Wz+pQn6Hu6(7?GmS&tvj;xU6hKM|3UvU2y;+{Jx9s`SAWHU8h8Eq8i2RZL|K zS>Jg3QmJTa3j4X5*BHqzLuOMok(ZUYKK51N%u)JjAXea1;A?bWIclM^s6z-!VErp1 zg=c7@%II9CzRML^VeT8mA0zrQhTg{8v@eHbC$lPZ!!uMW`3}MF!WI1RP#rPocNtA( zAY)KIe?0Qj2a|Z86Ye=_R+JDO4_+!M;4nnXh<9)JZ3L7QM}G)>Li^bgr}nc2_PfQU z3Zf^trz-UaiHpL?yPXKMMU5ywh>iOG01@L~YJ$#Y>>esxi$M z&$D{AsyOMsv!cN7AgK4mxPtv|f24xWoWdisT=mOCZxHciz&;aGci%Z` z&XoIrlkc?-c&*3-qKdT1A?J~VIheAgHy!vG(Vj1*hzFNG6P@DTy427lq3z3jt9atm zob5HgehKdE^3|yd@%7Pw$Qk8c;LaF--Px60so0^`Scy`q*gNpnaTOADn4KuT7VKc8 zlI4s7BbF;SE^bvy{Dbmh~o!$@|#-cbp@wsR98mA0eP&9t{LkUh@V;ZwQo@S+% zWS($91H@tMYZ+gS0iI^z!WN^H3xU7gZ8H6}DCW41b!VDpWaG z>^iNqVpVL(Ulh2SixQDK4;0ba?ro`#*h=pZE0N7>y z?3cZLBNdmQQS?8w+(bQBQ3srjVxd-dM9^(gs15w|y=&G1NFWp6#@cR-91QLRjSt9e zHu=5=*&5!FZe(2tW2z_hWq4G2+pMNa8YxM@;$v2xwG=`87^1#PA~Wkt3gv00x(4ZB z(Bj<^y-BS(=iKcRV)HQ<6S13k4l1ihskB<38>PjwIP*%g`ZE}RG>_qvYo4<6E8U^$ z=WnVKMkBT6OK<^Q1x2Ahw{?lrXb@p}68^K3^!`X@XMdIaQ56N$@@G|6q+t$kKv$HrSM%KJb3) zYoJz`C`eg5kokPddspr>*kZCP5H$Opf;t6@rmqgK?y4A(h|4f4^%kVYbRj9g}jv)vkss z1V-&lq+;XB?};1uyXJJbY}0h67O=7i>kdxAtv{vbPgo(g8TzdNDmOPbzj9ciPviM|qNJghX0HG11-@60uIW4Y+5-FD;`}EE9EFS*aM3(X; z^>K>+_2$-ndP~;`X%jQ?L-x9a19;IN_vLJd9>q2)TRaZp=+%mMjgH zw~s{7c>sU{M2l1E^BwiR-P=WF1!uRU2|l$03fiSUhYF z$uQRq>Ig<`Ii|QrZ8-{yqlQq6W9%b`WVC9;Y|V=jgUPSR-1 z$L(6IX5=V;eZ0zMH^;=hlJH) z@-SV{AbZIrK^dbQR<*Hu{)uKM}i#I>!pkw>61kE+vBTgb1;3X?>1Uo>`lsp5=! zcp(GAG97W_f{h&7%gtkqK+WV{BhAg!`bF^)<}|xAK3vR$8Z_ldEXFq>4^j2B!kSxu z)|Fk}%_%BctM&PiXoxd(dmr=`IMqZ* zNh%mS-voqMX)NcrX`6po-c|xmSBB^0Y5+dF&A1gUIrz}y5H9IHr#@Htfl+L?J4N?g z+g%xt;Ve^siB!k}yHZgn*6$>ARn(&%c%PX5hV9vM{4hU21%w;&VLNW6ufGMHV8(zQZOmlsB7}XV(6p+D+18k=RV?Y3yI)FPl=;Q|6XC z@bw!!+#O!?&~-V!ruSta!xSZqVeQwCIMLXMDN+}m!meMFP?wn$haViT z#OyU$U_KAnOAt5hXolaXrV58f7*{@&(5fkdC=QOdJW(oZY5M zX)@JC3oEHJ=7NH;4;YuDcA%x6E!UgyBa_2Q>2S4Uz8ty3&)mhug)Rb~)0ls8wE>KG zyPR}ELp1qJ;B#JFH&Cj-^D}_m<>4Ip=1Bls5~CuXU*!<1wb&?W(jZa_cTT(`d&k_= zl%o0We$%MFosto`_Q+E3Sf3R(u%##8`VR%h8=Sy>f==!Uu`}!eJnw521--hOY?1IT zeAkT&AK~1X@6LGV##zyg3FVO%V%?EeDDhvEP9fz9({;$C8$ZBUGpKb_X>r8=D1 zVHto*uSfp8#J;oTp}?n`4?Fiuozwo+=Kr^v>|K^|7kRp&bX@DSp(?ZaK}ALNar-y3 z^+Ic%%}7cHf^Lr|v+WEJStRIrOkn`W#c8P(^Y$E}&^2}B8=bNx9>v3sY&M!mWY`;G z3rqHIk$yQ9;js&rgzb4#mYT?KB%k0A&_b_wMD=-`q#TXOG-{0clGz9t?iV?%oX`Kf zpS9%T#K{c_mL|K;dyf`|GY9n^wgzH}!zeh_^EHWiwzKLnzLv{mXr*-upo4+c=6YD) zA{S@{@m$_y!Imnj7mqOx?dzY)(*-*z-J2T`(L^nJ^(py}a*zHbfh-5$u>AmM7Hp7` z3^7uWMnW=c$Jx(uBw#*QJBY2xBgTBWx?vSz?)q&Isu}Sb0ighj!I8e=;pZpfz<)q) z`~zmQ@GQ%B>w&A7LySssrXz}P^?o!CjtBfK%aO*JFZjTc{W_a(#Mc^r%cI2S@f=x~ z(1h9qPYHoR15r+k)i-o6Y`OjeK;XVlK;+e^)vNRn$11sXK45rws|V_h&3<4X&YwP8 z0^C)EAd}AelkZO+-uDT zF)=Ywcfj#vt*h0OIV-T+eA4pc9zPU{W3Jf-R}xZ^A^3iQ%X{;RqR(M+bnQ6yuIX30 zTAtfHCH}-8AN1v1PxO`=SfhgiEt76UodP^_&oKK3VsBOErS+CLy(VwCx9MBDw-D6) z^gH-X;(%aAeD%^l3={KaA%+K#o-f|Z{yD<0{m<)jPlhQ&jA= z!i7II#M(@|ZpcEAe>^bCdM&`)V zr1OygxlR+miJa@=fJFarGFgH2i=OF&m_`v=j1m%>B58d8n!#Il?2Y*S@)}_`ID*HR z3E!!M=Dh|+E5D=FLc-o)#E=5RV6LErH0`S~t@LhReW&G;fb^amJN5Ki$G8VbgF~lV zPhBi1b{SY(lwRklPxaRk8g?6NA||+pu*@9tlRd5(L>rn+9Bc=D4I;R{dU)lK_ekuA zF1c8If70CWN6@*=Gw_&QlT3YRe@KV9N1$)&53Twaj{(PTjKEM-{DDETpqN6*Xnx9` zu&tZlSx(M>5|W8D#p(I!6X?p7x!~~1CN{mlIuw(2!Q%iB6m;@aFmWBDDh}tc$Pk%s zCFz?2X7LTCtRJfS+NZB3^WaWI5Sg-4`L!!Gb@TjS$_lfqV4`*?x!G22w5j^_008Rk|nGJM1NltZ?2lQ)}QjcS!69j*r*9!$k zZ`DWkz)yh!D1Z3g-ndk{b)!*3SnY{VMR2b#ib7N$-9yKcuJ+ADPxS6M9zmwKQoG}N z^^AL$O9DP(L^Vq{-^t4FIMKW%15C~yY!0wqSyswV{hn8a6gS!OES2p|>KeaWuGGO} zDjZ~Vk$*P9v^wUH9dGJMJv*P;Qv#m|eldQ2}^{#y562!C}glBeEz3&dVdaI$Zp03W_Rl+nYc_L+h{5tgQ7s(i6PhNgm1(;E~`PPozW) zLnoA>SuxM=sMX4P&1Ma>_DcWmWfOdtK^ z1N44Uv;_pGr=EMUvFjGpX1nbf@3#`smsoA+EE}xJ{3Jf*N%=8zE4%C#cj!|t9q8iC zJ~}Wm)ow!n^UOtP?wK3L!S7W87FG$y~Q=`lwIoaw5)f}x+1N1eX4o6~E4)&h5&fHeG))?NGgdNfZEz>H?nBY_%H5i70Z?JnDRudk|O zl$hm~oEI+F`5LWN&~W8;`}(Rn*{sK;BqRrmM7vkGH`&`8PVNX-`91w-wZK4)og^z=Vi61WYtxR-RNdH$%C}Er z$qbqm`B0$cEr?54SeX8OP*9K}at@o>YZM&1eEQ1mf!OJl*AlYKs)b*^MX>1B!&{7` ze22#9tRH(}`UeIIp-J;h$mPTB1rid{&uYVN|29u0oK48VJS77I%Ki1p;P3IQI*U=f z{{DWdk{kyfrV;RX78HC2Cdn7s*~`b2m$g~sbT_MauZG@k0d->7W!@^Ko?TW~)>ymGUMNIK z`Oip2f45cg+OVEld+9g+Z#V`GQOcwxDl@N}tKoJ+<$!1Bg&!>w@5s-;Uw}*MxyX+> zCvaSH5=@-SlM6rUn9ure3>mE=fDgQ;Jjd(4aP>J&qxUXi+fte3vr7n~?_43+a&wCh zPXRu6HVUedc-PkY`luFJZH7-{WF>O2!%^VfYk@O-4d|=qChfT$8tz2Ykc}T&G5Toj zL4AP7&!z2}?mD`-#gGczA9o~)5pl9VfhDf?Rj#kzmb)m!ju*C{3|SboW5ws(159^+ zb1d;`KaOgIHhG_Il|ccOiu%ZsCi}(uGQB2-yUYC|U9FRj6XEephB=+O>fgi3h-85` z?|m=-gq&>;+R2qFtYOW=scJ~}|F9+L(J@8DAO#w(H&`h<`2EZm%T&u|z+Qv|qfO>$ z$!P>xgs?WqY%{BM6S3}?aT)O8Eu6;(juAeC5RZ4m-R;a#85zN|qazewwUxgMq(2d3 zAI0Es@Suxm(oR$kNcc-ujc!<1w59AC?Od`!;9O8nM@x@vp9_oJ56X8VvO9c1^;Q$> zA!e7GF8gSpB|TA(X3I1Vun*S$HzR{~!IF+?-f3wgoY^JCkXHi9k3}Vp0~P$V_UqXd zJ@ApK^J9flaPLvFXE;o9Yl2;cR0qeHY82I~KaLR8$~CpAtr2eLsOu3XW)(@jo-;-y zRg0?ZgpVkYrpjv86>huywO_RP3rU1H+W)ELo~BE~>#@gU`=g@G8=EI$y=(mnP_jtg z+HZV@jc5$x^6=O34_>0kkX5A6$8WO zl>O1#*oYgqS-S#^=^B+eEj!HUN`*0*{Ye`Vnkt9=x5h`+jK*8h)~jq0n%fHw&zl^y zA)RuVX!KAXz_FWxTOI*?M9sRN$e(HodfIXsM~haYCw7W0)cZdwAIBy~TD(YDFD`a? z%@>YNk9QW(kEaajlj6TR$%nD-k-!Ho7GUIQS2=aF>!p_&lnH-X0%PuCFUYsB))a*9cOvc?80$Qzgc9lP> z|9KuFn~tGwldHFgO{;Y&8f?rmqxRHLoswOxuwu0Ie*+&^AR5T-Pn9%n2C9CHb%YY z)1+?JvQ8FnpG?#F#HgWc#P`9HBE8x?OT?yDAnn(vqu;<&?hT$?`1_}?_2)e(GHua6n^LB!7Eu5urY53c?S~aamsoGHhrc<@30c6o zsNJTaBn?H+bMDrOest_oXn7WSUVEM5$cJjzoZH0bXfAC4w{~MsoV)LWA%}RsY>?!A zfhScN`4NP=_r0%5emQ#-Ov3d#kU(MJu+IM8 z7CKi6B4>WMK2w$m6NG>%ypq}~UaM|I3XMPbYM_xw*x_?f1 zove{KbwTg~Z#EIfo1mFqPr1FJf}GK`=VE9g<11Qnq;j0(9eSO8#)Wp6v9ao8ES>B* z_u7XyoBGipNl{Axaq6oPcAADGN&fN{XUq)i^Pkgq&F(Qh{@>Qdysn?w zr}bzg0?L@GZa>f1Vy-Xz)=5Le_5pi5&i{Eno~%rTCDq1z3xRu2(eM>SK|z5{P1Su| zaMwVe9GfB^UoM%3uHT^I5rI5{)vVU?HnXjlo$0w}-n~Q&T%hnE%XbTQ1Q&F&cGobK zrS0A>T{c5TgKqem*hLw4&7Qi16My=CDkt>eajan)le4i?Hvr@)085$UerQKn{y9%^85k14u>DJ0 zyGTd9B$zSdR4-r$qNuelk!W~+LO)Zc0pmavUMx*Jd-g_Pax+%B#RN2fBv?b^7fYrE zppO9}oj&*-)VUwo%v2G5u~=^k(J?oqAEx$nWns_)meJ?$OEQj>H*q?x3EEuWoNZ^; zfd9g_?qj}`oSZn*-xQ}G^qA#gDL3_c{E+T^k= zWrUHG|29!ahr4C@t5qEAb`=+~YX$DP!xBJ<`V;6mw+Twuqw%J1$)Ospg!nW#Tx$W~ z^mM5C>ZH`YXnvIU-QNHP)j{(Zy(ff=SJ-yFIT5qV{qYe%LVl2ohdlDi380BzB{AoOi*Pa8LQJ#&TdQ<>6h3FH$?Gaon)8J-J zt!Gg6rY~uAZ4>Pn0e9}wvTh|;5z73k%iq5gjgtfq&31QpzqP9b88^u!a;|m0lkLr^ zd4r}V{=9ri?bdH2NJ%l8KXmFaZw29^;Bc*C>>F_|LPL~$;-Fw}gSxE28p^SrZm{ZnXm~bxgy-uqgsWzBSojmM^M_B zUylDgCZZB-;<@YJa+I@ztz0SJWjr#J{HL>)Wk>KNI<3{4Pf1smV~&iwTpj26sZ46I zUWaIw&}ih|#rifTnH(*x@%g6V*yjO;$Y9ZO7OJG!Pk<|CbwRG+Elcc-{5v|aEl zbn);fl_*#c7FCa%Nu%UtJv*dbgCt;6dJZWTQyVCca!O~ZwS}Ttb_|-o^yo#1g!;u) z@)F3j$cPya8EeT-0Oca~UlMQ=dRO1(|M2CR@qY6HF%nIKa)UE1$}--*DExn_`4=Hp zFP+Ks&ZVKn@YRbv>F#u~wP8MIpNIzzjqt*5zrQsgw4#1LJjx5GXCDJ^xHRE0fy&|0 z=z&H?MoXotIhplY(s*QKHFG`?@oTR24j-jeO1~^u*x7WYscxp<&_#XS;9Zw5iqG8S zhdMLR3Qw|QQbV*A#aowsl!|)NwX--XnzjD4UKmdDN`d+$m@GG{{Qa%Tqv|~eItmOV zcZxfz&gL<3nSM(Qx+*itPXDKOSJJ+l%ha|x&Lbqq8fDhm>T&vV#{`tG{+Dioqmh1w z&q{7&FuhPiFdGz2i*+%jdx@suL-hrwI8{h{i60X{q2d8vHk_Bj(SHfHnBFwdBp0n!iN8W1!=r99$4?<_qb}Sv&l9-Td_3e&3Xv%Xe?j8Xho$I*#oV2_~g*NTfI-{1F=VU!%jwR)zgNJzEz z=jre=G!}Wo2|vTR#9IlzzA!xUN+|q1 zZo8!r|FTdVI;)mQ_^*;*B#g|tpa!L@n7#kfc+8>3Gl#Zm`tgNLgaD!GC$7p!4xyKY zXn$WZ?+wrtUKn%2?B9O4T)zD`PxVm`ZZMu~us}RqL0?!KHwL8=_jcYmh@?utWnivK zzbbBNeWlZ<;Sokq9*%~V+;}e&N~g{B1=CkOF&TC8PRsdk54?eO>-=3`m+GKQ zWgYZ0sB(hg4WvZ7A9%fvS2Xqq`};qxcL$Wmbu5SUXYsJ@PinSa?_&Jgid8;4All|v zwM+|z_PttXHn`P&fBe}!N{UKYnAEBB>@^lPb}YOV0TwHD2-HnAfjUD39F}N-x4Za9 z)AbpeKN+>FH;Uqge{f6+ejZH+*bVz%Em{!>db4_-tmWtqvm5=@3ai3KqBN-(bO`F9 zBHpLu-Oo?=8iT7xy#ucXPro0Q++1cHdsk}vT@pQ$py$T9`*3qy+GwTkabvTS=d67~ zKz05-MyLVZ`C!UiA7MY4&4+DbV)B{QId{&wtv7X!+PUb2~Z&ZgO zsCvHV%1iZ7wJ6K$FR@_q0UTzazaHFVY3nZFt@0y88o4RjKa`s4%YM z^bB}Dx+C*&yO)<)&*0(saC4Ta#+0M=;R9T|*GV<~P$3W+j;*~e?|+{YtYbp0 zyj4xE24&tJ=@H6erhiIEcw5Ec51kc<>OFMigx~|@h;tt6pX5gtEq3$OZ!Oe~oJ)@0 z*3A#jRcd1dJwot>Z+Eb9=+)r=qR4KOLWp(FYxG8bk54((P*yHLugSIq@|cv?6cHkC zlu3>L3x8)4>zh<8QRWYZqw+s*Oa-wGB}SMAYJq76Mn*W>N?qvA0k)rsoj%)UZI&-eA1Uw1$7cg=!-_nur!RaH*1{BW)+OHo73 zD+-tK8+~I<=XsQ6Koh)9yE{D!E<-VWim6bdlB5LDJ~VS^vNw_QmCZ~l2?QxgH<|)s zvg^GkiPF(2{{9SoU7s%5)!2|^(EU)el4QdT)tHEMWlTdY-OiIKXrHknj)-uwO+|jd9mM9KL_%+k+ zaj+CSZ`2c1DmXmqd$iQVRdP2~BCpq;7L>#9F=f;n^fz1%9d!GOTzT6549&w5UyO%&XKw$}xj(_bo! zaEHO_p##oU3(vVkPBEFzI2odj1wq}13?)&cFOp(Sbd^c@F`jz;GGvUD?0AX30BnvE zoPR&XdQlMq~l4wH$o6OjhzTtk~dlR4ZbO6eY@?A zia&(fP?CzQVRE{{erNwDQ=iS0I8mt&R7QNXIjJ#m#W;kxn3CGymYYR6-z{4C_pn&b zWN_?6^p9mXUUE6|mmW+j1n{2p=#9Ttu1DL({2b~Wog(@kE5w3HHC z9e}$pjUI*BdMjwV)CNZNpiuA~%;cmLjT(p~8gO)ZsO2FeD^N3Lh<#P%yYLN~1} z1*9m=v2&=9c0w7>Dt=kX6S_2Jvb<-d4ZMLJcfUCTu$)tZ(Mt9GN6fz(OV9|)B2q?` zN%p4$ZD%Vol{4NY$B94mt^4fdP*sM{00_b9zSP3NdZw}Mc#&%8-dE)4py$VyD>XVm zSQ>8$dQ^mkW}NIQ&bkYx%SEEn2XKjwk_33ByokOp$qAV;xt9)V9mkTQVZ$YWG)*xH z)l^?5Df03jimN-F(V<9#i-(IzJ3#N0lFU6t-__MtmwJ!WiJr|Q)L%%4KW|wNoSw=R z4ruoT`rn>sI`!P_M9E~)QOe_C;xnGj;~!L5umtZKXgxjE`=U|+q_>lA85>1p{eDbi z6j_YR>1M=g*zBr^TMSQcsprgLMC=<{UPpbfl1h9pB+)xlB}BeC(DLl@jZ3c~qhZ zsJ;0tN0vR+MECcd5eBjtI>*YK+=#-6Q930+6i6Em_P0m$lh+~OvobCl>+5>36m7$ z=~L0Cx41t>#`i#Hq8YwlnOP_iS$ArGh^SI+63U-)Y|v2foiEWO0~NLh+yaa}6#uM#nw?lx+cAA4R%kag?4CT-C=2md$vwTt8@Obu%(Vg9G zB=JMzW~{}vzt66uSH3sSi@9B#+brJi^($xue&IM}zc4c7Cjyo5X2bA$O>{1{S65-& zV+s*vUc91IYVA^r{2{>2Kkkv2gT+VrK7@&a)%$dVNp5&$c*r#%6`C<>4n3S7@Sb}^ z55#5E_~7hrrop({>pkX(OK`Y$8uhII^L2rQO5h-+8JZ2&pX=2;8`3>7tRW@%r6#-doce=i9|%?4 zrHRM#U;^PwHr88c?0fs}Wy}uUP|N^y4DkEP_afGS7Wuz^IX^3z&=9w!TWIXvi`X1m zB>d{1nH7a|RD{O2`s<{YFIi#1D2#b8qUyigx{rVQU^6s7P2bR?ZQ2 zosfNjdkW=XY!evp+g0G4An6V^@Nq5B$a$M}N*uTl<}uCPHwfU#6!s&tb$6YZ_eX#9 zLz5q@`BJ><>5V!A)?=n$y^v z#qtC*O&CXt)xq7WbnBcW3N@4QMXL6&D2?dNXUYPx$1!xgYCatzSJ69(1p7$*6VCDIyJxnr!xdJQS)!n8!9X%&pAb z{>A`u$J9CzwoXnjvI3MflM{7i%}zi0a#lOIJvn++8^!l+Rrw`v9k~Sw?Oe+TVrJd! zF}#cKj95213NKl{-fRhKSshxSm-)~C0&q~{o|n~?kd2Ft)<*GlU2TR(>2XFDsap90 zUAfUz=ji`!kT%%P<)I#{-PB)C#{}UKQ^mG_UVW|GDr$7gkd(%DT9Ih-O#KN7SXLg$ zS@1+D0f*(AAAMw|4IRPlk31?>72?ek=fei60^8o?m6d|jOEe`9jRTP&e)AuGG{GNc z_uvwX^K&Px=?JP>wROALvk?5yWh6F)U9%l6qQy@w!oI`Ocj424 zAyqdhy#cBToCfA%-6}%Vn$LSaml+h6rD>&Nfog59-P{d6)!kLbmYsi;lrG$EqT0ZLixnR= z>67kL=`ppj7xBk}gvCt*Yb~PS`EY_%g2~c4@8OPXv@r1t&3=N%0jyq+N|z2sWM{}c zZv&3_nY89Rh1;gyb$ijh>ijo4)cYQerJ;6BMxpm+5wIBz8-2QFCbCf_to~lO>XR2KnGlkRoY?`3iGT8FXY8USqO{Hla4x{~8Xv{6*$d^)#AM3sMgVMb`y@=FyU`IqO zAL|1@*55vGv|GC9ID3{xm8lG)5Ds8x`3;orQ(_xqsddM z4SP6AxK}?na@mK<*N~t)5kdzvM{I;k=Jq2*z>#kFO~~?d|3`aY6%^OjbsHpTaCZm^ z?ygOOh6HzacX!v|NeB?!A-KD{2lpV2yE_fs&B^zjbN;$-x9;QLmC6IPclYYOWR5w; zn6vv1t%qRg?AcESHltPp{CDPaP#@sbU3!Gj${IgHr8Nhx5y zWz8sW8<{3DvFh44UY<3%Tufmpr>r`~i&FP*UxWJjU{|B03c23)vF=nZN=Tkh!Frl- zEs}2kJaJ6PwU;!)>&c%y9Yj}wyVB_X={y1_UF)gy$b6|*6*Y~W%s=p>dSv)``lj~a zvEyMYrI{lCR9?oYFE3VZx(}A+6(L!zP!W|-*f;vurBIGD$L|vEEvR}H-&8|CE@w9V zW|*%<8!1%zz(-A_Fk6U99Hk%|rF1(q_o+Zy^f!=g0E|;TJv5UuqFZYhjhBEa0tn)b zes&M9Z&X%xT!^0NEq{p`SFyW&=$6~>siD9|TQ~u;Y5fi5UgB6lvw3W8tGp1c2SB%9=zdkCdS>a)= zDjZoKE|~nhsOjQn7p8UEzc7S9Hmp`*`QYG-sKRPRk`CG$QiCvTb;oq=(`zqrl+>Ya zn)&!lPs^_|PRA30ZhCTtBOfiie=XPQ%IP=}OvA-QzE!}g5w|#ZS{JC_ z`sp$fD3X-dIJ4{@+FLEwS4TQk-22`bX%2bNk&5C(BPQ&NkZZy<*>M0jnRz}+iz^|o7%dGrCb8*%gZzBVcqDm$2)Eu_(aH?A;H`lySAIJ z;cey#aGVO-uK6(EOnO#d7XXr=vx5$mYuJ<3$FGv=2HH5rvx$}0MnNXdaX0K)e*Elc zkrB_lZ6yp;f`-}>$`>#5z2)T^@L@75gZue*N7H?%vAey7$ylWYM__}}ZL-h`!pIa} zixG+%5+YA>do%aldR9`2?#5L@US#jen`(halIzOxRT*Sz-Gaeaw3^lEIy-hkaLyLd zd%4zar3nPPtbf%}^q0c2HpA=@}CO>c4c1-$^Mfa*vJ4-GkJyF1#B0NMmM_WCT{GNEDy4~Z_)bsj<}PA5MPwR8mY+A-|b!!mm{ zonr?e;W#k7)=6dZ$GpaW>Qrs~dII}=q#Ch915ST{m7wHlWG#%d`7#ooZ+d-6Fmfu~ zM759wp09i{Pd*vwqY=K=(|{eHT~{d6vhee0`Xx?45kFzvr_%I#0|XsUR~}t0E#dUA zXO+v(9TAY_ny=&E{wo(y1Y}H$@Wp=Nf3gAKIzY5KZZRJC2m7~U1NmCg8doLyKS*Cs z2S_7EJZ;t4{&~2dlj)Y z8p;fR@o}MTG3v+usoUN;!G{l0Q&}g!c7vJku0_WoPz#TjH?Xe~`H1LUf-^O{H1HqH zsNFW5AS9Ik7xK0!2rs8Npux0V7B(9&pjl1lo^~hg*Ma2BIRe(3`Oom@Hm9yFJHSKL6dui6I)Nnd8E>o&`;ngD+6 z!gdjsb0{Q3cfVIH`zkfFT!o&b7*s_R`4pX6DLGoX9y>&oF0=?^nq9gYze(;}#RyfF zvaAMKmc)KVQy7subD*qGNzMt^^WdR zcNUvLYt!Xk7d88m|3;5<*$7$@F&#rIE@JCrwPx}nz8GgTFBpIm(Qgr5t=bGjqc*20 zF`Ij%`*eLr9fS^r2#OZp{I=hw)xz&dQ(QB|Ee$;-BMnP%+hu4|P#&(V{3yEj2lnaj zUU|FKO2_6vBKSLYBjiucFa71oR1@F5wSjxx@e*ddN|FRpaVsRPf2mvw{q2{(;#V5= zpD$4V!hSfh6IE89(e^kwd5hfq-{m*bsjY37@gjV#yxVgXoH|cL>++PD@#-CsXNwO2 zl+-57pMbjOGSaxX;raNxVbHo9b`ZyT*l#Nwy1?J)bEkz;%66nVN6#X7%~q>Vzed>a z#zrS5rstbA`>EdH5kcfz%K$Q^K?9{>PR5FVfjX*Ff+s7{-TamAKF5Sb;<`FVz%0aP zf0TtQss*!EyyDMvJuTIkBWd;$(qhO(QHg!%KD|;r`H` z^iJ5IIj^|4z=Mhs|EqjHi|vEbKKXB8DFDmxnWtD~OYox~Ot6`ovZ;5vY=--36KsM% z;T)jZd1o{4;dOGaFfy3LpOC;sQQ-77fXiLGV&AX!$sqsUI(l(&-ffkpG4ku7ZkB`BP11f>GIQR^w zFXgNLLgSap9A&7d*EXJ%%f8LX%U(GoGHGo&UN*@28pz5FscWxUekwXzn=PBY=UdT) zL3C_uAFtZR!2B*WpgZm0-Cz*RA;t#jeEXeF3!T?EK0dB^-cfClsBlJMs6M5mvu zhaEwQ(VLme2lJR9*qHXuNhl@RZp;LQo5bchul-$FJ_V1CY$BmG(Re^-qKtu8nKs9a z&R7{*E4n2b^61V|{i&Cv-#Dxo5CRowi{gVeo28CE78DP3kpa^Ah7fAnf@7Th(~Ztr~0R%=1B6o|YH#$mc^r`H`O)uE?%77YQ1=Y4tbhl@lox z9{mrGC44yxiiPdK!yf|d|M7hIJ=b`Z$c2%aiF>^-Vd7lM^D6ce{s&+jy=&iOf;xKP z@BY_f_)nm-(*^EYx?W~6{U;i}gARXY!r=b?3#o|SLbbWsQe(|ko$X31$54yow#>6c zsqq8keYXk}@R^6O?|1ZQUhB0du#Z134cI7(0wkOx{SS=)d=9z)Fx5#nmaHD20RIHa zR2su~f)KIf+I+l+(*%jqeeP(RTLdi!N0(zwr`S?&%P+^mhFeKO*7H06N5$L^e?JDp z#CT#MA7XZs;di2=f3hJ&mtgCO8{^znb}*is{79TZ=jnlLWAHGR@jP9StptQ5W&fi+UV5>d z#=yK*`-$sl%lYEy2?3hzWRo*A(_IZ#VbUk*0vQRn`e7k0RA0|tl3WpC<5wz?kB^VW z?|5rnU0v%opnd{)I()yi5=KS)k_Q{z)ihc}QrkA65S z!&C7Tf3N-#(+Y0A5;6Sa^8q%`8BFf3DoP5=#UEoXrH_bR^skv>+S$Xk+^jwXA(+%t00}U#ry`l7yQ*&h{5CT94x2-7U(<%x$~u zlq}#bEDqGjBDy9T|J}CF?#Da8+FRj%ZZcx)Jf0;^qM2x zkjCM13lVc0q_S4faZ9R13250gdsU|01g9?juJZvmOB@b>StiWAa>`duM_U~AsE zEg~X9v0vZY-QB*jBD7>T|Ij^f+*_}WVW#igq}loEZ_i3SJ(N1;(C}bklLH_ul)8r8 z{@XM)2H2i91OK18UuwN=|5I`Oivr!n0zQwKD3sFlD$97}$nC&C0i4WV=J>iTLhV;b zYS;8RYriVP3xHji?=A<2TB~tevwJ}tvUjVlGsW}ixVDd7w#VA~%AFt|wRo|jYP&Qu zRAwzC7?H%stR3aoxri z+OwV_tk@IE#qta;Yhv=YkjSzZ$o>B7Jix-x+c(Qf9?1Ig&I7iVSj``ovk|-`k#D%^ zdtPpo+`6Ub0cO9ynT>%22}v;bbxccGf8(p&ePhzfgC+<%3gRl`>f2zNw7b2)NoH}a za-=+hqjI@Ht%>`#;L;8AsDzGmxW&v6@>fbz)Qg8odalQMlqTGxPkh_`z2KTY z46PcPw8VM%tQ00U$1rIpd2qrr|A4<@#3o~<8crYl7v?6HhOREp3k!yqY}bOltHn=J z%HZ2f2H(t==Xk4H{cg6$8cDbPKIq|Lut@v8kSO3=&E>Hx9-XS3;zl9-wj)h)7SGmT zEb{+53mTz97r7iOD!GjM`!5dkjh+iMP<_MUiBXl~)i8h)! zO6$ZtR*|tgp}>6gn@8j@8+&2;D}~jQmA%F57Uo>vT}fu6Ax#i|c%P$wl!cP+Pv=h~ zTWEK0Xt|bQ?>P^%w=;*Dkw?;S_1gYM?`@bj``jOQ#JaVkB$lDwyIUspPnkDDZPpjo z1MjKUJe*Q+)4Q#|hW6I>MEbO?Une|`{fdCzXTWGv3S-U@w=aIQpez(n8wV_}q?rA+ zu*;suEmp~{CcimhEAu}d5voYV!B%qm|6T^U)!X~NIy%Gf(H0zM9IABRl7TIdlnlfb ziqf})Bfpy9JkYV)ZzT^u=)satk~I@YqQFW6A^5@^laWEKyde8tT+l@FfjG0|xZ?+9 z*XfL}NR2*(%>r5ppb!iaWW?Vy)spOA3Rk{>Jqf1fu93>`y`MbUS3f9 zZE_3x|JYYOnVr!^C-Fo)|<9$uYCi#(yHtZX|+}xGtk`P)- z#OzRWjEJQbwG{#F*hqJ>8i&bC=m_|XtFD0}ShdoJhOgQ}?7pv528^&675$q>NQf8OpsS9jsZ zRbY9tGTKg`pgLh(6~fg0>!s&c{PfSNDrg^Src^fk&y&y&0!5OAev)EqNw zoMc^NcT%Q1+YdUZi%**JJcn`?WFRXxX^3TjN6Zm3Gb{6tpo@xZo*SxP~Zp~gp{ z?W+b6OqUngUPB^ZWOK4*H0^TgsTkcT9ju$KcP#p!lvqjjRIO&~lxWG<1+A*)JiY={ z;%4g+Z@UkZ)iU{>2brwaiO{xh5A#66I}FKl;Jz0o6ter)vzXfkwp zaX=~3&@`+ue}XHhG!mp3yvwOa_-?BO$JrF5LDsrn>jj&kw%NHGLa(;a%0`e+WfA7g z>HDGg*8Sd%QqY*w;8?weuG7N%wHh4ui4$@s)-(9gQvkq`w1=TO1E!rRG|Uz#dM;uX zU9S7)r185%eEqipHFZWtb~AO(B%#|q+Ojgc>U(vmV2hh+T^ z3rr3L1UL~u>lDqf-iH58!%Z;yF)URF0R=^@RI7o_hqa7FJcCQFT<^W1KEYoGWhr6u z(7P!xW9;|fo_}LW77D1l@}!eIpqI?w!_%XBW>%cI)p7s%8o+gQ#Z=7&44D6DuRp>7 z$jQDW9slQ)|Eo2J)CYiBLA0fd5d83lx z*{wXeWTgHt;wR{t`1#-A{qNKJ|GM^Aip!Vl?O_s_b!EP~CGE4#1X6!NkNgG-(p>pY5ebp{J&=U28>f2KainR)F{# z3iJXN<};KK{T}P{a0dpw6RtSYPmd23E{6+EjWf!4-Vc|vfKB~d(KlC%MoRI>_7iYd zDy}Kekc$QI+~)VV=6_D}xdTeTH1QVeY}*vaoJJ!m34t0|#eA9fIvYtG=FsvWMmCEn zn&+lImB~l8Mn*X*ctC4{c$*)?0u+}mCL@6BBjl{VQ-J04wqDmy~Qr!PolDVNi`WTDpU=+f6j?j7=*o4vdTaVnv>6x zSMtG+dOf3uP6h}{K4gW-HVa!bKUeyQ( zb)6=7$!}>=re0;THQV-hc~a*4K)+5-3|Yf#!+*S+Z9{#!9rdNEsa}gk+st5O!kkq~ z^G?a7klCbTj4fZIB^1JH4vx)_M_3y?OK5|j3v|;y()8s3K)GZA8Le|N;(w`vP;U4aBSIVl|aT;B@hQFosul&)x^mraFCfRLv zt8)%m7?M7fEjQ`d_uzD$1J~zbQJiqM-HyP$if3LIcSnfiXz{6jWNaI#x>jZ`zj)<( z-3HlYR!sic+7KfNVKlKO*k4*Ya;XCYgSof6Zdws!W%J9T-AcHs`Mj9^c#-e%`=YRQ zV_;O!p+`vQettCGhNEe->~*kU9dN_SX7w4}GG6OR@Icqz`C0_C%#$fVFrH+SJ(wBK zJyueVVeB9{!SX@hzw}4fsgCu|U?FE}iVQ zUt;Uh``B}3jXnKVDkRPa0XZUqsgdTP))&q9rVFpkt%sg1vR>qcHcf=*@y0FiNjh+d zV8-;GzSQ(l-^cS?nKU2ZX)|YEfna039>Hk7KThe(Dt$I6$t16zAHgmY$&sx4pdxPD z-E`SR$r)d9k>AcVeY| zIVJYK7*9mo^!U9_T6eR!@)*CX?J{q?%hWc3greCvs*k%c{St%#W>`mqDi5!4JB`q7 z<~gjMRLQHm@Vbn;Yq^;Cgh#Q%sB=50YBCSbXKH`$d}68cTYDHb3Q?d*j(4eJJ}c z9>bd*385sgly!uxx>;x1X{4#uXJ$I{E=R$j6M+=K)fk?F_YK*ysu2tVtBWHynnonJCc_mi6iXg9j2SCYg#%CnQh+U>@o#5 zkW)u}*8<^(y zn(%i2d$t-8G(irblr^I#6=58Ia61gzFs$a?h)8Z%7LI_}io?op8hktf z7N|f=M68~7H-^NkOm&&}!K>%Mq3Tt&bM_FM4%q-N9s9V-Fek5}GOpMSyiIsjZW8~# z9+<04eG(hzB28mRrnQv*Mn7fDu&MBObL&o0inuSdC|r@5I5L`>yu%C77}06KhDU?L z3zBee=@UF+^*S&lOO`s`h?TVow5=D~$p}Fo7;|qvojU`lNIA4XktBsEU+! zf>Z(t;psy|^B4;Z;a}R78K{bJA2tjbvR5| zxO_gcJ1X7AF?sP7tLGOOUYKTD1u{2Wb7VM}yc?0O6q`&a5*v@nWF|ZZdsS0d>A*ME zBE)+~P-t%NLJ&vXbyOd~$VRJ~j4XH^+;(MdD#6FcfA76=W{f#4q(u{ppp@4OZx;vx zMCGM;XAUH@76!O5ZL%4qVP$yDcE4oIph7q^I6t>8f7b`DHZ^eH0iZ9G)~4y z4}QO_@%n|D-pm5Ahi^L+JVVR4TvXW7o2*NVm%sUeI!oG<@en$gC_HdrEqc_XWM9$K zcM^;Xgy!lLJ0rA@2=5m=xM6z94ynP3EDAXg<8)r8ZMtE)X8J>p_ve8=e6ISfF4&$}!k zLjL1DUqbOqu{;;)z`Od|2tkA(P=C-%GJ^=?v4C(3{X)I3k&r|m zYPWv&j)^t=fLz)~Oaao<&k{K^Q|wQ9lV8m(PJh(q=6?4j^EIxp>zUfqTt18E;Lo`H zCZSjy+%tt_6(AG~Uo>QnXHFZ8n7jlIll3ylYa;Pt*Mp2}Oyto>TNi|9@V|0B#eO9A6viv3zc61Qs=h`atg;yZrr@`-j?=*8zPaO}f(! zYUiXZwe2q~fpG8#50tV(Q~b0_+``pvIZr*->NWQ7^ISep^FqzE#SjKGXsu!W_Y!jm zOb;_rVoVS|O;$7|kUi*e;1?TBWBYd;5#;*YkwyL-uF3|m?B$dMZ`;%A=|z8g!`?1Z-s zR*6~S`cok1PD#hr;4)5UaXG8upI`-C@q|ToHO(DTtbhea^|!u_GNL&mB<~D!3*jUU==%l#>DnUn)?h@ad3lXy zB@?V2QhQUpus%_-@(jNI3dMRt6n1`Y>xQl+UkcO~6lw!X2HFd|t^2xcVxsgu<#n6C zX|W8W8d5qTIkF3#ao-d~n6vDK_b{)bd*Ny?8MwsI)L-eEOOiX^2uzs(K^^0Fxn!Z* zinU}UN+uJ8L#Jb-ZhGRnKwGhV0gj$wJcd2fC+|9I4y%OKr zRn?xMdL)8zPq^8%JlQ@Y8dL6gLY}p?<_#NvPp)Gt?5*p3Ri~2kVSs z%;6zu6%o#Oe+BQ;p=!_(j?uoqXdG0Ob)|%^Uf>AWqsg1#ZvAa6do#@d3-+{VuNYe0 z={fvQASH=@ho|Q1_VVh$^}mz$ykY7yDa&)Uq31$17>~Ajh7OB8T0t)?HlIv1iLB#g zue|fL^Hsjt;<_wdt2E7KLhXmlM+WNo;j%+a`+K%05ZaqbbfF`&>7b zqFvPQlfqY-`tI1RkKbXj&^u05(`;VlppiUZZ=TSKeSwK=c8wuF^!5bwcp8)bJKMSH zqVDdovD-;m#~NkpqK>vP?;+%Hr10tDRJ_)Tp8KPprSKJ?qh=tZgI@B1uSk~+!!-@G)YP1Wj)*7sE-ci@?0l`}&Y6HN(C_=Q-0m!|oT zCp8ehr3$wt^VrV^db-v}H6NTx`Wy4L!`kEVwAFX5bft3)UFp6=4;Bc2CO6epyyxU2 zDR>*z`O(&gQ8d$D&#_;cx+sv54YSIww-ap&GzmulHQ^9GWRUk-<7E^4oP<+!Y5iKb z*2^Q968(kIDO$0hlT)g5j-OYxMrbs?ipahkeA$Y%v1e3~FXhg*4Jjh0ufY?IHW9v4A3auy*g!XD`Ay|n8!=|}QWT@(F3{)h0GYJ2fP`2jmV{U~IJ7GCs zgS$LG&=ID1)({@k=QY;5xg5YK92*mSWqz_%Sn4I(E&D@R93E5Yq58DA6ZY6@#%D@! zxlkLscXVQ*m>4o#Q?v&4fI@2LCoxns=rOIV$~cKPi)}q)y92YqUMt?zi+p{;X`SH` zB2mQL(|4z8JxgBY2B*uTB%B=1*nf7x`G~;dRvgVXQ@7(e<$Bs$xkh_4bwtqFE~c&* zOr4Ya#4`7@Rjz4V75!Z`qCgR85z}crnSbf;6VV=OpL$x|#k{cZ){YxpQS*|uBwky>}lQf zGn7*mGmOVOj;C421_NZ)0uPUHpWm_cEnu6@Z7)aSw715MBQhS`em1z{OFv{JkZS#G zC^{)f*!?=Xth=NEzJTS5H)=9@qV0jJp=aQIgx<|7Ltn{zKiv6IC69_txue|OL^5#J zxehEPb5_MByX$>6+@$IW%Iv}lJJ-snKvY&VWt`DkBRtuTnn$WduOL0+KN@0wdU`hF z_DJeRjNMJIpYeqT3V!IpPz3FA1APyR>vcVLa~p(y;wkrCEqy=ck+#H`jM%NStF+z! z-eyc?Vk3+ddny{5aLMp^laY5kwruj?{$oAczS_~<>^d+i`%{9~Yr#tlcqE1)tWFPc zO=mUFwa&sTX6sXM2z9t#7qbukBr)1K{7RuO__U}|#-MSy(e!-Hdj1cc5Dp(%nE zl(rri`SaHD_NIP4dg!L-5RdFh%xXQ}i@a^3cJ}ng!KkI~OxDfk99?U}(ue9F3$gg= zI6aaE5j+_bWV4L$qrvK6jYErYctAbB5%JSL3uTMwBCS@eE?gO7HY1x(nAYjF7MO<1 z#RwQ=^B(n~xG~iXRc~k*#H-}CorZDU?J@VemCv(n$}qg zeUWl}zk)&pm7Q1<=I6)j6yC#tFPZP>INTaGw6{UXkv@ z9^2uSh%QN<%*gu}gPWk?w+bwZ;=lQ>DQ=oKGP8)!sjy^CtRK%Q-%;!AZEOlElA* z!*aj$w?3skKy>_|wPzQ;<@Q520G=Z7UC4HBt~Sq?cWF}?3h8gl3Gp#4zHm{ac9IaD zpVEQ)U#LFScrnhny9zQma084ux0{L z+ZU7wD+D{3J6{4txUkf2iPlSmio4!TVSx>#_7RHjK00T#*&zf4${>BZy*g^<`5>w_ z4PR7;iMoDKXoxKX{2Uu`$LFI@mLkx8E<@Sd!o%!wt5u?CA!qe2(iwJ!mz3aK zAvU)eh?(|6&4b5ut+rjkRF3us6@4b&1WKz74SX6sf%&N}8ogj57l6BASZ5%m_pb?B zAbdvxG;$+AMSJZP(|20n{|a>4C1Kr4j2*brVrd*uYxVFL65L)Z17~%^D*sxn-l(0 zP}#!TU=!@G zWdIfOqHy#{IAdG)G}w@$3SNwDI^~#ONC@u9o8z`aDES&U@^9u$s`uars2@2Q7rzyZ zjoFxztUgqYg81`yHH7w;heBzu15x?RKBK*_#ez^WN4JYHq6M`JcAGnh48!K|hCq7y zJlGnPy;unJI^|o1cVrwf`k>d-yHNS9nA7u;MbHPcZAdov`e!UAHO+-Q#fVY&<0)as z=Uv|F2*~BpEXb3DMjrp--A*xXDxtk9XfAeeEdTH-qw;t3u60bOHjWLXG#b9wH81J3 znF}-Ui~=_Mf;0dyBY{xu`y^;UvhE~Li5_ALLJV3YmqnxM3Bs#{GQ6ALIauZT@_fL` z0{Xgpdqc$3kr#oP-5(tBM-Mi0qq^&4+LF@NZP|5@-qW;%ocvgUR$ME(n+mTh9i|hu z(>!BxU7_^8(Mm2Z-`Bdvi7Ad%xlLTZ_c$(GzKG~oUQu-!wI;Fd4Xk;G?@Q`9%xeDe z``75l3mjHCQUkkKTY#{cwQf&o2*1SK2w$@&O+24Un>@QLRBfS?Zdv2#IOs~u+Zp9w zvcs6GY)3+Ji9&ExbHi4o6_KLO(~OL)#2N~{F>E48s=_uJDk*){j3~`YsJYNkU2B}_ zO;aEI0G+-Hd6rXy|6Mf3A zS&I*a`u2r88D&4@LpO&GQduam!v`b~D5)RbIc2*un@=i$sTt8(v6=w&03x@DQGL2& zHg_`+tBs!Hx*4aMhbR1goX!{MfJeA63He+O|LRbEfgD5YYol>?aNZ4#E{E^pfQa`T zeG)H}*mmRso9d4-!rT+_`tG*r`Pus`zMihb`$kn;NO)Dvz*Vc;YmUl>fTcA;5^f*n z$JMgU^^qIDC*DFgJ<5_F{`kV{$q|&o>#RX8Hf0%^FNxQ9whpl7)v# z`|*J%oU^69r?mp@M-?R4CyNGrsEZ&xncu(o_KS)8+r!3W>e=e83Sdoa;Pw|dGRykg zlgp6}y|*@5zo;?^x%?7iovb(rYzU*SR%l3ug?ef^_C8j4QTOXbnG(S~S=QPyjFxsWxSgQ9GiKduIO#;L3N&gSC13au9{)~4 zBilS%2U=UIW5YrP85x0@LtG3Od+e7*zqk!96ge3z7-2Aoa3fVrWMWkp#6j3ZXeG`; z2rI9Y>K6ob)!QxLgaLy{OG zwJ1zZQz9N*vQJ06Dn=wiBk%+{PYAifnYnzHV@4PcGr!Vz;4;Bc=f+J?jNW2}dWGEj zFShh|eqr`GjkxUy4n!lgwl(inJssz%RCdR|*S;n=3YrEQ6S3nFjm<xkrZ%!BB`k5W0bVPbVzaHKAL2(3j0^Ki7uZz2YXkXQBA{GlZ3_Y%S0@V?0Vs zPv7Uu0#YYDXzI$VAFN-VDJ_eU`6e$<(NjD_V!xIQhTB*kbeL1^xTaP|T(l79w)LU4 z<|X*j6j!&#+J@;jzO8jci0x>aVAy+2Zk*6yhM-SI_Q+6AL0B^V+vTIfVxDksRZ=H~ zXN2)d5omEGfJowcQmBp6DP@S@m`RLoS;o;1cNYDvmWC_uHld0(Ki$W}LZD<$oO4J4 z#u6g6K8-Z7Yu}@bn0YgUYjtO~`TkC7fiEHgVeQ5pXXKJ(|7?QiXyk5cMo8eWl;x4M z#3I((?YhX#JzAo-nIpQ&oAkQtu<60ucC|SiJ|aOz@N$Y`STux1HE9G>AA2P!lQ6ae zku5n__J=~LS(*M*vcRvhW7;Q#rx`0zzKb>@ROoTuGHK&3!d%%Vj9TY$aNa}u2L>el zA;l}X@%o8XA=s4aHtb(b=&KW;Xq1n)H9Os&SM)S_-;aQF{O`^vE73@r>vh$@C<2VVrPFjg*;H-`uO^%;h7n|PmcphYvzlUBb ztz8+e^q?i@hEEFKvty^8IoKy$pAE=VefDN@y?XD+5enl;?oPAVI5uXYm8R(_d?h~N z$4E3>Ib@hjM79_ylC}kji^AZarVU54UDLiQv|8Pu54z92<^^eZ)Zdvfq5Yn>rI=mA z7{ygj^*m~@iT(anTYJ7^AmVJjtg^`Rw7~8l;?xzvWwUzLIXcwc$XCN$GUm`ge#r5l zW$L9u=uweRjx7Z|0GWu%a<;e1HVuEVeo)`~^q5PXep0^kvTalz!E(3G8s1uc;flRi ziAWAOI~=SS#~U}*rb~MT&;!;S-lsl_&m$>rTDw;;?ic!GFI1l#O;2N22u_>UI-|{2 zV$Coi!K<39v~`EXGSa0n3QZJ&6q5t(TO50Yte)nqs)DUo%==h*hO9I^<#;|+o#p%f zX)w3lLy@h!#h|w8J2i$qRXuX_?jvRfOPb@YObfHrb|+sJ#MSN> z9?K`YEK&s{V>RTW6m9eBq^*CoU&N94WbMm!6sqZaq}f(<<3r2@#}cNGkbGOXm$lan zDO-DAzdsv}wx^ROH(wszHZ&uN5GW)!%)sCd)HHY%q?dZd`Klgfwpw;N7Ws@j<^wCL z8u32GAg58Qeq3B;wUQ-^kN4P#&Uk0#&RKTM7#&2Fni;asN2T8_fv%Czjg{S~e!Prf zRx2`?|H`nV7oIL}g(~~v7rcoSVX?S2@=)*b;`ZUH9Jog)xaqo_=660Mn4lvBX9Z{5 zrPLAN2sq9Y9E83$MYEU>1qSf(|&Lk4G(@+W-p6QpKByWsdau`pP}~IHYFU?~vY-*>?oFjhS+d{^zDv5sRP&bOqFi9l zzEOtmF|kKiE9pI)0@QAZ5Hx?uak)sSi&U6g)A~gtgbaFCRPRBTf#_Jn-+4Xxv6={- z=N-lR`l2~Jd3)&r;7XSvDkAx^L=x9C_9`celPH=%C-ub(s7p!F_e#|xxJ%_^uk@W8 z2<}~w2uW;9e?`SCxddFZJS%U`k?&sFOdcg_yW948s*0N>I?m$NE*>0RzYJF4WUc!= zrV%aEgzV2$epGsQl>1+z@h@Svd>wsmh6#$l^t)i!-~8ntv7R6I`Hs25eS+ivYJAU9 yZaF{t4)p%f&uyK-zuw`$+W!Au{{QdEJi$1fP~B@DbdSCOUXo%mqNT!m0sjYNipL=U literal 0 HcmV?d00001 diff --git a/datastructures/lfucache/images/solutions/lfu_cache_solution_2.png b/datastructures/lfucache/images/solutions/lfu_cache_solution_2.png new file mode 100644 index 0000000000000000000000000000000000000000..781692f6f636afea648623b109e3fee113201d75 GIT binary patch literal 27051 zcmeFZ1yEf}+wX}63&FCH;F|!!Ew~0JxVy^^?(QMDdvHk5;O_1ooZ#;6&Rse0`<;{f z-I=PXnW{TeQ!ll4?WR}v>a}{cJ-_GQJ6KLe3>EneG87aPs)V?(0u&TX0TdK8E#eCx zW~Gvv3HV3UR7glpLP&^2&d%Dz)WR4F>Rq&F6t^Vohu8kCU&R?i5H&O`$nv`of^Xg# z3SiI*DtS1h3{zmla#*NL&P~s0&_2Km($aPf=$zc5(T*dUzAti?dVlH*n|ME*)R{Ku zTjNup#0T{{q$D;qgLQhEJ#2-=OVEMwW2tGp5^c2FYm|(~`+}vliANLR(Ywc|W2BtJ z81hGHvsr}*l$H;xT_uI@kCCo9E86m72blJ6Ssx2`HijDz2TE6L*f0eJf9o?uVUX*J zdE426(UU{r*u!6GZgy24#urselsu;bPcLKC{814fH})P&%Q$ZLt8Vb!4_^g}HwE?( zytzo8V`I=~A-Tr$rkRTEDVg?X#Kb9QZV}CH`A(D`pkh^w)g(-$rJ<;SFd`ImpeYm_ z5P}9iZ-5UJ6l_cY6aw"DYzVgBnZOhG2>e}$oGe<%E)C?p{Pd@CB-85>*Kf3kM) z)5sJ9E;Vhcq~@R|EyZPMZAq_hWNlzf?_z25I|~$#3l|WyGpwzGT~AX7X5d2;6GmQCkF=` zE(Qi?XJ>k67J6$t2m=!*Cnp0VGXpa-9gu>~-qp%M--XV~p6p*2`LF8;8`~S&nc6s* zT3eC)zOKH3wW9+s82r1SzyJPqpT;hx|CD59|L?~F9+2Vp83rbLMuxwy4P@o{9m^$W z>SAo6E^KNER1Z)F9}6QR&tK{PmoxvA_(x8)e{!;MF#VbHk2C*0r?S1VoshL9P^1Ij zKX2yWng2Zb?~FVQzn}b%n)p{W{}l_=GaoV!!{6_W4;e--4`@RIP!hr)lw6<>(-2Z$ zSKs&O3M7k(aec(dDNqx5E%G7zUC3v(wvbJTSliNRBx;$S&})>d2*jYzpTE6_#*j-U z(Qdd{I(p{At6;CKJ+yKX2{h*4hd2k!>jEU_k7^|U#F0RUDAoLthQ#*^nLu>1P2LxH@E_5@ zrSSj04iNaidMO(2Qu51ri=(!fKLZaJiP z(K$7r>moHZ)6_exmJ@mf+oBK*7{Ze+^Em`bS*-MJSrePV_x&F+2-KB(?F)D=vb zT7sJ6W<@|>AIWqn7Tr0uws6q2Q6gp)=hcPYyvu;Wc|E?sptw{#rpxQAa1Ea$GxTdqI}xpK=p2=GI>UywrMhinp%Mj{w`beTc_t+ z0hqrJS3w^zt8CeM=HD?uAR1Bbe@ntP=V-T;Ht6;g-jf%3MyM&Zhw=J`iGxd?2*x{T zgGSfsu>BgK(arRWUM}@Ii^3tDGKr_JwPW^P7%XbHk$ngKV0@L}hby73eA~s_L7QmH z6ye+mkovQ=R^=64rDcjpk2hI`b!nfhZs@_{;d~aeaoBmKL3H0Yei7`Up(>gz?~QKG zk;1EkOW}V9;+1vM)|)Zor{agKyu9mIpixBr!9ZL?8ayVa}t;%HHGx>$3YtEg3X zdnAp<#ZalKV+}N)y`Hviw13rX*RRdr-$OStUzzQ-r8a%E+96n1mwomF_ZHI@YaYcAvO5u4h-{ z>N@!xQR@g3SDW^{(9Cq{6~W!7)A_v_PEmw9JKG(*yI<)-#7umek6gV?5aZ*AlXMVw zDO@Y$mR^BIDW7DN|G7!&hZ2?3CnCdFL_BKPbPD@2se-r6A~^>21`0Jw^08!IWMKrY zf^K}=$|Fr?aTj>+CA}U!i+@=?^KjqDRvtg$6)b)oL|*XyF$QH*2t@=C!Wpn`VYM;=htd%|O>6m!MfKf~u( zEjB3R%aPib(P`H7Wq$C>Hkc#iSI%_+0(n(*#)ams5d1z{3#l-KV_n%yp$>ESCOqY2^o>;pqd zEYeG}Gj+CxSnPSM#Y!!8TJE-lbl%YQ>jQTRRY8i8+?V(LmxF_ro)m-E)-@wBkJ}72 zQ3}$0F}3%pq*K&{^xV$GQQR4+V1!F$y}s>{Jg->xj87CflGxGrRva>0d)$lj>GD$> z_T7u?o741{8>jO!lXtL$Lm+dfzWO}X_<2_PF0zhRbLW8x z>k(`Y)*}3(JW;;V!`>3J8_cg=TB+}ZAKdHS` z%b}z042qd#_z!ZJUfx1ma$tpmSD=tpcQ9XC`u?0{(u~AT4&Jdk84Rfz#0^V72yK_tTJU4>0eA8~6)ktWsI zIU}WP6ZYxOI`f(Jj7WA<$lApGUb#8MLUzL%{q(RDn<{_%bbMYogab|CY*7r1)oOp$ zZVaQsS7zar)i+`Zer({@DrphhC}byKqhr7}o%*H!-aJNe-&RNj83%((U34Q38}F@* z1-*jisNyX(`2O11LiWNsdgQd#EdEJ_uCq*s&^@LvjtRW2n^RhDxvh4|Pn2n)!f{x5 z2m;5ObI?K_zLiiFisU|TRLM3U_nTT?Xc4%5MVU#*N>i@0C)nkBSha6v3k+SD6U)x8 z=}uH`^6M3v>-otxhK=*MX;C?|YMU2AAU~CbQNl~fRVcoVJJb8cI_()XIUl5sN`-s& z0t>NFR(HB4SL;MC;wqrVPc?e0)_pp)0G#nIwDOXu+9S*9lN;~nnQnHDRF~0#okT{1 zD?x^6Lm6}ln$55W<*|GDZB4@O?J2TBMN{rmWPWMx_dnT1%%-sFSEIA*A-me0t#Yki zo~H9P#R5e~i;e6ynV94saaV8K5s1ZqRTzg09M0F4+9LTd7V9)OU}St3i%dvnH6IAW zW7(M2w2n{XcK!&o_^^0~&Hz+}3L}YFr-RvY6XLGpjs95U^Q~cK??R3uf#*dGBm>sX&@E$goO^6>LvioPn58ro5`DF7or-Me+ z&#Re;k;@iFG@C@+bmrxj9^JA$?nBuOP%E)5;uIP1sVLdsF~AaWDAyb=FtCn3DkMBL zKFWO@VFm^ze6wg9cE4!^kM8)Z?TUk5mLVO&%e%^47?nT?K2q=RkPcx4ue*v&>*`8C$RK zeq}9fH*gI2Gr?JCu&P|g{QTANWNQak!p|?ABXCBiM7=`R=TZ1Ps|>Z8mAcKy#AqER z%*)b|XVMw+&HY0jLNA~pm&~A?=Ysi8#AxZelP@yURmEcwKdWgwsv(X1^8B4?>*7Fr zbj#4noB??>NXFX}#hkRkIlty{=@2pUuPHS~VJ_)Z9vBO-IsA1bJ2@)8UFXam9jWU; zl-uh?br$W_%ZfnLH7{E*npKmrf26816ZG=u{o>#qA!+MkWdxUKX)7;vky8G;+ZT-0 z=9UrbrAp>&N%D_0#GC##%mzV*j9=MQHj)+7%u&&%ZMr*HRoB%pE)ZONgvDdr6Zmp( zaegQjfNzKi^yG_`3lrX3%*r)59hy0H3L+Pp4kplrgQ{Il*TzeA`8^RCs0q29;w0(o zyQJE8Vz+RpRERY!?l$0OKFg! zJs!i|>J)$1RLXzlS)W6oGsM|kw$^YiNQB-r8z~{To>v?{Vrlln_=>ooBw=QpJR~3F z^qn9FTMh1}dugdU{WcxlTaQU(=iZ-BpWUgY^CR@CKV=VDq*KkR^>-GfjfS}ua&~T< z{gr1dR~tFeCZ)%KJhM6|hx)<#`mFS_SFM-X=T)eu#{Q7vJGWTHF=X8jUwY_7WH=V< zZx^r40vxA*r6hZcy|Pt%JhsjADkJFh#_^cQS-aWoUECq5Y+nHI>;@x z0%{PV_e!amP=P{@1I*Zmd&Pl725UHKHUg(veT8BT)?c;Ox_bO7r~)>5NC%S)uGPtH z0n&{*!{LTT-F1?%-Sq|MOZgx|DP& zW}V2$p$XRU0CI_ryw5ORKqrxE#j9QDnrpGozzeB`0pT|~PEyjT`gj*F>Z%MH)8(Mo zZhpjxrsMiB6tI144lb6l59Vnk!{DRYm0k+iqi$lHH1nGe#AI3WgAJHDQ_Qzh6161N z!Z;E3hbr_(b?>m@^r_LD?D@Dj%6sP%q|buSxL^hw@JxDhYTBv&s63Qm=*^kYzi|~+ zzrlGA+U2UE)$2zBT{X<<YzR;gn@nmgjQ#g!BTs~5t zGE*1i;?MkXzPL2#Iy#`|XDya5<0ByAqlsNKS~6zNk_UBNVKbA`ER#lnxp$mJLy-Ar})yI9&SVA$CfzS$$zWF(O*ue_y--#E_E+#DW#W|K57)@hY| zy1seK!Zi3c;sl|$hZ+{AibLV3`H7=m;ZdG6dsQ$hNJXaB5 z(e*xK(nHN2zv`CcXz|}cFPnUwV9^n!K^=IlETxb8hK9W9yh=PTCG{1$kjM$Qe?oAXU(4u2bwyQfu3i=8ktIe1^Kfon8*>vQg;!{M2KWI14n-soqE`G`D)9C3XflQLS@fZ#uAsNC+Rvz~eO(!r5&!xCfr zqDTxkjGV9?tK(V1F0UkC_Dh1zC&$CwUx~Vn?C#VRXIV<$EtSurO?feMyuINaWRGsJ zSrs&$$PK?mqe$a&WM1~Z-Na!j-|eT&h|BPPQtt`F!@BvRyZ1wRPTnkEF)!lbw3pcK za!M8d!`-B!EK(PxV58HaQO6gg@fJ__^I*$Jo-;%~shx%TN{`cS915M$bYAK7uL7WB zpJ3UqS&^(lDDQC%o>V#aSvUnD&7I=PyF;?WLyvBUtqG!pt^IZ`Qt2HrNm$_xzs9YaHP-d0tr;$U_`MZ&SP0wictLtWU75K@1Y*L)Q)yEge(#Dv^X1o#DMZK zPQ5-;0s1fSKd2H&%OG61zPy@c8|CoMVf5P>sD@mzE zn1_{l5lq0&O>;1Y+jtGCmku;fDJ1cWG~qC(Ig`ACx{m%}=vcAnO)Z|7|EW%-`yp%o zEk)%*zUASP43{aISArX1$Ms}0OqX&qLA1LYQ*_D*-v$@Pv%9RI{wrrfompvOs6eyE zv3oWmI1D#O8@|)pVdIE*yz4fEdnJd68ZUKo&0NleqHFH-{QBjkH8?w7&*0E%F?@P1 zQz3r63Ij!i<~&>$<}2pa1Zf}j{Asv%BsXe`VY4Z?!aKOS@}znFHrjNZfY=pr9Gc8A zU*(>^s&t|8WjeHkG=IUG?mO`q{AB>$1K0hJ+BfJn{CJR+Vjrj*TkAZ+9wB{ zBLYzD0FfdMh^xT{y7Fn2dxvPrskhr^QzjgiczEF@S%COlGI_;%E~VXhK3;FfU6T#8 z%gu0@<;{yimITqxpBgr8bfD>}_m=KXF6^y1J#q>IJQ&@ED zy<9%Afwsb|3k=-fKif;s=`DWl+GKW);~NSK=j2(oq3GPQpy`kCfk65Uzi#e=?l4!$Q7OenGflcc;`d;W=yNW zYVn5?b(0_|pBa54zN{-Y3-IUXm#av6aWLlR%)*pV`=9m)zxPV6;ljt(9nf<9$(BPf zGsUIHum;Vd|3=ON%veC&R%LHR>_2h;$Lac}y9!v%r{CIZS1Mlt=34U2ReaX3kEyz3 zhJ-a!lIP}!mAcjyA!&H((aHyK6*#e$G)_83A}ZxrL6SpXh0Op~VtlkvZ_BAyVN?Mb zCHj@9qoqTXkZG;?kugf-Qkto_)m0}12d(@CR73fxKuHD-CLY zFMMj{1lf^1ID^uwY1Dn=Uw7elJf)qpnNvl0Ogd85sUcrson!ufb|4^-iu99`bwnVE z@Q=FlaRzw%5*{7Ntx~K)6gy6(;!ukJQHvUduftD)ox& z$wFOz^1XEkxk`x|DUC`=)P(G|BQDBze=KFRGHvGjS87v*s=5OSbohoL5BP`IrW4uX z<=^ZcPANBZ5t*hv4wG3cT>1@k0-4SPtE^OYL2OP^V8{L#@(SQ`{E1d>1HMT=6!p&=_lGMkl8Y&>et>B!{T%*S|jRNJ}n3~d}mpURU^7Tja zG~Kzw@$IY{qTvIGVAI0uzE?bo#|HBu(?rO{OEd^?GN>x3HKdLbr{-#Euvd9$dUEBw zA1IeZs3VkHJX{MhB5C=5b2@7=5ArmPnIH_ur-$_+7(&9+v;e!;Xio?SFTbQHR8u1zi8~gF;8NL`R4LExYdy`4wBH+XSGizg zyrPLlrEw(`r6i9@r~d|KRmhYzd&{-(XWNOQ1lq|t95>p>KN=KzFqFvumV_QS1qiPQ zq5vPx=3pZ9MnB%>2Z_I(P$ck(H}ncKrMe8w?$-&9`_r3mO6u*m2THUX?G9Z|d45jv zv-fr3?HhIGE+$oIml=gR)I*vkdA;)&7Oj(uv>M4KydJ(Xn>R}|n(i;r-eWp-dYcQI zNMov>i0y!%P7C`U6GI%vMQVF@!TqO*t&b#j+pb{MblS5q6tMf}xdBLNkXBadvwK}( z%LhpuakN+7k6UrB^SLX$PfttDibhvP+pR6y?-bRll{UH?)9lbZgpDTdq#ErX3=?ZA zNk_Sg((f_=cL588)v>5$0>JDkmvmxTBdg=LuL`FIne!wsbnSCFHP$CH)8e?EQ3PI^qZuz{6s3|a9*cUC*cG-^m(GZQTO)?FbRRxeo9~AArnz$; z9pCVq8%%R;8x39)Lq@L6J=^`c-=6W(EI8sG@*R}uI<(cd8~E+=~GRqtfj$9Dol zHD4l5{O0SmEq9t*h3^~#xijvh&6Ma!$#nTur>z(0BAepWCl7zQ3-A%utCh%+-XHyZ z>lVM?3oD#nFS60gurTG=^31HYkzg+@^NHfDB_zO}zW)tnqb3PKLk7e6lUX!nl_9}p zRv%i4p^#5Y;kN^(!#K$}Y}dopA+gy;F{7#$()DN>5z#L@YAn4G$E5}QTfvMWcD+a8}6JgdIHhIM(R} z^i?NcTgrx9)Q@54v*jsEiZrC|RPCy^OmJwhIg6`|tR6YLyxa3m6p!4#aBG;sc!3Ue z6lFGpd2~y;?>H`cjBi=}*!^AGcSg%tz2sXg!P(>1H2RtOL801A`B#HuVUb$7phm3~U9mbX2N}I1jqm!kC zq+~3o{g(LVKzxo+;46g&2U9$LuO_Kf4*3SheF~9~oqJp5DC~D~0&bUk##+cGqv>?` z>{f9}ERf`;@>1LN9*UB}Pe_lKxA)27^_kZV-al*Wm8f+W;ucdGmQHtATRdh ztHeoNZ&!0Gu3ELXqz!!ugP-8jlvzMrwft%I+4t9+IHR4^F5b;KOFzTDo*K`zi)_Fr>Gzv-^R-kG8OM`BjMLTY#;sWFG z6hRvSgsTpA@N6WPXJ(o<4~*4KUKM(QR~6seo#DM(BJezWXdLannzH%SsLSKBuTQ2nv8 zr6IM_`8Q9axVP@hHiS+s%GtN@NfYfA=VPJZj8Tjai)$bo!iM=%`Cbm}x#Y`KvZmWF zc88g0e13w&Oi7%94a*;BC%M(LkAh`93#aUe>>~1$<)4)r5-f_7Yo?t`RHyGH@EXba zGEikfrr%z?y1ooeWx|Z>yDqYs(a*jw!!dB_>nXIdjST$S>lla;HXye9>F3)+*igtt zcwYKGF72FFv~3s5ym`iVOUHvmy!o{UX=#`z|GUe5Nnl!oH*h>&YW9VVe<$C8IEu!1 zBLGa&=5S`qEuP_$P+v?h_ol*c2zcG9CX3V+O@_Xb)-Jgf9xT)=?oAa!in8(9ETUq_ zC6lWRdm~uyNxUd!(`f;MlW=>!Jy>NrVRUz~TLGMEE04Vl1?3~4PM!^U|3vNbw7oo7Ko3M7 zbAWY`=qCdh?1dL3G8lRij@xLV=8;6aQg?&&jYA&5J8i`1_#h%amvMcOK`*IdmB_bP zT`9HcgU{A6)*F1`p%Vzsz)pIKt)wIJUR}4p?v9u$H_i(qsI`_KTwWbH?nLI!;J$#7 zxroZ0=?Y*4pFBFuw42wX6mH_`Pbu_~AE-$jVjs-6Og()Z9-Ysy3uqaG z?)agh!ab|>%Djq~)L}d@KD5MH%Xn=!6xG&E!9KbbVtm8BJ|~=qR1?{9$aB+{oHFo1 z>;di@>I~l3MCw8-@&>y2&d1V%l*EwCQ@2qOPyQX^j5&i1%bjI#taGSVkpZaVdF2D; zu~9Qbqyf!6>xHC~Cn2kaZs#eQm=5_X_3A-_tod|hZ>8$8^ui-7^db(~dIAqn!Pp** zw=(|6cmf`aghx+0| z($?wqZyz;-C`0@)LTv&wdFY0%sRtiVfD!si##CJn3mm^p@sA^@LFxdC&yOsNwt}8w zlrFjuj3DY8>;`UFHHHMDGa;=?!3`Ub_mo-S0J&`q-b~OD_+;_E^?C~PJE8lDFjgG4 z(CJM^8r1T1p<6J|W%=FS9@bSJ17yROwA%Y=pbu4c&L&oT()%7K+2bw%Zx}i#8a`p%bfgI8K!>nR254O3%y*7b>S#apvk> z_I9G!d0kbEFfU$hwxyF zQjJCuVH24lo5~MI5J#I5eyu>l*(2k^F~ztF8(-=k#<}X!Ka8Kkdv|pBqikNyUn1Se z?M(I;ERaR=fO`p@Q+aMTVof5`Cf}P3;kJ9>o@E$5*85 zaq6GyQDNUH+)~Mk-X7w5P~N-oc)iSS1-qT*oc?AI`KxFD4dl4R@9ZIpv%<2M zk2B{yNC0$nlq(xnK)_h#7FmOjNXFw>+r(jSd3eH4OIIGyIt3G;eujv%H^Bx&5xTM_ zEC9Lbm%M}XimQA-Rro#aF!%|FC7Y?BAVWiGFm7fF;RS@ADd9}8?um4pWx6%ZdIIlp zCO=1r_zgPaJ#GRToRpJ*R~kM?XXRJM>?1BJ!m^>6Qa4lsrS0JiLP)RZ%%M3@=!k_Db+X7kzEC}!QAXI^p$^fs z!ST*NQ||N9jC@|3-r)2d);gGJZk`#Gjb(@?A^ zQz|4SfM4Eas%q0nrPHys;~}WkRtzI4ty~c8s!RR!nSXDBT4D7#^w@<281>xQ9z@wo z9OpnsbnWdLaHI-`s4n6?)Rf#cT(o}0pZh5Bj@8GGI@SDPznyupzE=A{gu+rM+E(Xd zPFq(>Q`{4w`6P=yKlGEY#z5n%rtG}{a4?~hrQoADK;oZ_KIhid>S zNt{48pOz4M{t@|M8E=9QLWUg7RIc=-yGqqQLy9|{g+%=@Zb9qb_zcb^Ifud4| z7|(mOkB4NH*Kf6@9+j+*HDs+?ib^IqsohP_<6Z<{GED}Ot5#q!TAX(;9ApQ{YQVOM7 z`0|5QgnsJEm%ME+KOU?u_?$JuEW6WGiFLNeC8aXL*}S}(x>0LhFsS{@H25?$B{3D4 z5e+&RC>A!I+PXw>MUPyjYsn~6#k-}vf+io{$mAEwj&r^Y-}_Nb_6x=%+~AV^V_XBF zz2H(D91LE|hyK@$Qt@HXE!vz&HaHSB_FvotFIK%Pz8GyDYvl?B8;w`#O9RCi4fc5rAm{u;3*j6WSlz%(qe606+Xi-gEOO+5109_$!&?^0>9Z zM4Jx`zSY^4i_6$$HzbRX?}O4lL^R&8%HjUy)x8cvAzj;!+74NhOHU@|@a~?@^LUo?@Hk zN0&q9>!2!+d1R{ho?n$TdFkNI)~!J`7HSNV(?y9`u7o`=?q<0#)l| zsFi|*tcJiKB#(v)^X{rp2**e?r3m)ggw?)&ZrB=_|_x%O31eB)6p}qX)T79-% z;rt>zAEm%kTXKLl?LIyO=*N7RE7e(y8y*!%kn=~r8>=-evV*FD04p6alKg$+-&oOEf0sJ+juj95$zB~3k@ZoYs*NZUW_P1w8U_yZ_+M|HfOa(iEGCQq&A8oG5@Y}#M~eg=1v?HEpRF&I(_U&4 z35%jnKah|D*as0M8vZ89vJZ#wYCK0W=eMw|M4Q`muBu=-Ipb{-B6JH5OC= z=w&v&KKMmOCKeF~Y?c^|79*kp%w3!?4K2qhWxF0cNFOA_lLGMPy#I^~gSUE6Im(uS zYjVGpVr>L4K!rjTI{V@25^c?`(F}&)2Aj!na+2peML>(W(R4n-vdI*D8we*(qK}xF zA;KSG-T+K4Tl{xpSh750JlO&JhRa^}mX)o5ZfA>69#}B24EWtc31)kcUEYt48z?~l z?AY_u|6Xb8hw||03Bq*+|MSBH0sb{T+(9p|8DI`F+iywP6E~cXa2o><>1@BW_2X)X ze-30cz23|F$FJ-L9n36xiEhIP#?6so{@b}2AVw1&lxAXmT zM4~U8LNFB35C98|i5AAk$A|ph5Urt)aP8Cnsy0vjZ6)P?|1|X@9wP8>Fj6q)i$-3!gj|lXM6AjO6}w zvGj7JVLfb^hKrmi(NB~c>-AKd4kXd+H812vC_lU^#J!iWYF2@Q{wVNpdofgl#=BMV zb{+ng_Kmn(F7>+iJOw5@ejP9&S)MNyv8k2%)VLWM4=MzVED8Z3k5oF3I$Mb-}W&HJda?_wz^NU}UfJ`s&t^>#3lv7o%)0s#WRR5|+eAOj;I4K*!`D391L zlg4HI1EnMl7|!uA+(&t@acK&}837xVb1jH0Ea*!-93c{n)ezueidU~R=|>>;Krbs= za-7lb+4GS{asZcQuTVUXi4pe$mZvorLy)dkCHi;ttXYH)C@AnH_6|_*&}f-#CO-JM zqj52)DHkdg7}T7i0fWF2md_YMKz1*&w^j%?of+~M3=sDmW+kVMXgic?4lx+xDQuR^z180IO(%lqKOdj&kMXbHHWFskL4bRdZn;@Q zVM%T@>c>16uolZ%u(dzGpM&4u%&D>NXSH@rsF;%6-pYdQ9hd=w2yu(3KE)y8R?q_I z9_m%V9jTFZ-RcW_eGlNh^$cJI+3cWjwdqCA<;fCHAbpQs-8H*C+a#TMvE9A=Hp&d{ zL=J%+%2{CBPv%7i+wZw*>qV>OJX>YICtU;lTcSHXZ68+0fjFujvkt?Xnx@z^MJ1j=L@r7k=G6d^E0sF>_!F(tra~-C3DROcdCjsfe)LEfo-LscVpnw zUlov3-5YWde6N%bg+fa-l*LJ+QrdXb;KPOlT0XYi$9be2P2&}xTX3&=-`Eno9Eg(Q z-9mH}X#Ga&g#Ym(mZ^Q63I!X4uTrdG%q7i(msM%s2tyJ9$}NlPXn^&OJzeij*|0(I zi6jVMIaS&inb{hZ#q2AEBhj*zZu{Z7o0B-ext(h0QOoo?AdBANolw9_CcfemS3-6x zEhtb4E05Z@&d)hrd`4?qkr-$jp`JULjL4V-jCatsq5Jq=l^jG5I(Wcbgc%4WN;nqT zp^G)c6L5g=5?9Y-UVcFBPEBk1`RTrNw~^@w5-Bd-viPG{Rn^#z{#(SBo1a*9GasTf za0Gc=*4y74$u~M5v)Su?+uWXc3Lj*bY-K?hC{Rs*3t6;FrhPCD9wJU*mo(cnm!u9@ zw{AKWE$1@@42S1;9=h}mJ7CwfV9Ft9HLVpyR7KwLcC=U1q&Llr?#Io!#hHfHEO$R= z0YDE)pZiH_C=O5v+zMpFQ%7Cx~dT%?T` zgG`*Q%@g_Qy6l_AvR5MmJAa-hvtmv0JiVdr!_-4>IfLgDOu@_#87u5gfi)w8i61G4mU}b>V%yXU_Cvru-Q%F4m(wO5=$?;`wCu8u zx}F#k@lG9<$N>S3$bu*#w)zz&voRdu8 zP5k2J$T+si^3S!uT&dfyDTnTQqn?48Dm|y9-F0?3^3qFbu60?EdXgT(PClCVV|0`& zGR9WO`<3RFhowZd(oeb1_@Rq|q2L$+5uTUq0hr%*-WE&x3`hQ6MkXP(9n)&HWm7x6 zSAzx3r~{;jnQkAGUORsuBVmI7>84Z7h!Ji!O9+8a$se}w@NE|gDfleNv!#$Ax%$8Uh79EuckKo#S z*X|uq1b23M@KnT6=l`c91_RibNYSCL_q&t+eK2EWiVuJB^R!!Q{G0sRp$ zU1F8(&?ValJtt`uPg1BEy=$$i$6l&&|! zuKIdv(@f2_)D~t(e=g@qpotNGQcfY{55@d*`{Hf*z!qHVhp)+h#vuR|#wTE$@TcX! z1U$Xldhg_)aeTlg-%Duf%C~+;zemUajEjFw;s2Rhe$Rm?|CybCFB$%y zEpPyR@>WuMIz6yN4`bz8|1FyqD8YCKpt0AqeUKw9*b&&j;^@(X)U&_Q0$|lf)Fp_A z9ID(8p<)3U9_4kM-){Z&N#gwFd8i>{Ex@d99p7z9{BsO*8HG8=~GYAly^zUI;$IA@IE%zk{z=meAT`bZuz)AiaQ`u4t z0KWlZw9yxB+fReRtX^xC#@X5#h$j1GtxG9@*z4v4Hl4<6wxhGnLFu$5k8^3=l6ipU ze7zSw;r-1^Noxb?-Z}qXu0kPgXu|x$EI?-huyo(Wa}ZesLOgvVqcTqDqOIjwni zw_ggO3D=DV+`kk6mm843+6l65xitX*m1@LzZ_KB;DpR}laP}TdRx#U_+b#UyM8tbQ z2D%A=$`N@^Or|k_Jr3V`Uj2f6$F>HxR*hGgDxUMR(^a&?yB}81Y}77$p)6T=dEXz_ zD&)x!D&}z?)pZ8-L}Bn+Sj?29)yon9fXjE^01$~OlxT5QJ|<{doknrT{%e7^fdKRC z%@M+Heb@j1eG>hL8CoB}IUnPh=k>LDA5J>qg=}tg0HNW8Je_()mqn@k_kcF)M!j~J z4|y%N>!MT|Rr%RDImZ1n&Cn_fYu%xe(O?m{X~`fVcc}xRyUthKLkF5oF6F!E#X(Nn z>rX8v!*4!pBcaIJsMXu$9L(3s0+OD1QykjdKH|$C3OOHhJ#T!up6`!aO=jx=oS8c^ zYgPPFuM%J-iaIxA`u6~WB0GMPK}aOsU6w04GP+oRF4}D>hnFv4Jr-$ zlhD`Mn^_`iA6PhdzZa-*LY;{D47Ap>2xIas9=8GtsbWDKsc4g+?XeeS_dsDez;DrP zHT^m~lGRkn?zIItocZ31K{gH|&xFX9j z52*r_WMEYW_7sWe6L-EhP|ch9-y@ji^&B79Bl(A%v*FR=;2*{)^z`9c0bGD^({SE% z{pqrc6+MK8V<>}vS?hbd>)di5K3X8+D9?Eq064qj&}N`YW`I_T?BYuv;dkz52%^_g z1LS6(Dw#6$_#h($_B`41&F;0Pen)IRPEWre8T|le!{I35juoeE$L5iz*D?pBj2v@# z03rC@1NlfY(}blyJjzdaKVHr_fC_f0H7Xvg7wT*qG}eZ$Vr96fn$2fQC`!Om#Ozk7 zw-JYPNjbF^znB43=gmGJrCV(_H4gNqBU;xN#M=Nnko5*Qk5rTMl56iq4xw>_Qv^jR zV6|o!{*(aB-t`G(wdBX&821-(DvlRFKw@q9q*QG`@yWAUh2Yt)dNV7Hjn8!s$lwzWv77M4m4#-dCM0JZVphO%`kUEcIWIN2nk*musvNeCdyH4rVOl13KPVUAio@Av zd>;}GuKS?V5V-2&Er2;KYI zLv8g5Y0Fh?ECT)#DPw3|P>l)xO{O#{T|^EUSpc5bJaYkPdZR#aAyu<+)Jx;&(|0HQ zy>DnWNoO67c;Pv8IA`UK9oN9%$A`iWs$yE~#SQ*z%}e5n*fxiwSO%VQ!rgg)qWj1p z4e=Y9b&^B>4r~RI33O2~S9GhjS{!$D8SPRWG`;(Rgf(;>NaXg8!q%)Cj*AkJ@gcxQ zP~Gcp7tnI*uo04Uk$>6dy zj3-Dn6zSve(J+7G#@hlBMwsw_$nN$+q)3Upt4^*ES`lDedoWxEI;Pc}Px$sz zRj+?g`|amUXol*!H~N0|Mc6K}vK%EGL~~%Gwe=G$sLcpueokJIVWD3Jb~e3KM$w>HaGqA@ek3b4sGYb~@-09Ry3192SRSo$A` z5qrjoSY+`;@8Lzz2osl}R_CWQ)R<0CWQ%uK8$?E4F&huW`G||~l7stIEGh)!k zN&BI%Ou0IraNey09o*7uo#Rt0o2)xp85rbBs#`_pG3TI?Eo!ifUEuPr8tv65`}VbT zFl+8S2iac}tO7>gm`$rw*W5Bk7BH}0ndi!aa(%Pr>_<4oN?PvBSl$+=#o-wYz2@v8 zrqig3T55JrSrvZ?2%P1W-u4AkroS`8VD4O*J53?=uAWTRVtV~Q+Plu6rn+`ZAoP-8 zsFKioml{Ai2ntdZB?<@ur3eT}3knz@^sb0OnkWjs1PIb1pb`Rtbd=sqklu@Q#2a6~ zJNN#-fA35tnK_dm=bU}^-fKP2TI>8-&^q6i6g*#&#!45%%1WOO`n3DMVRw$$eabJm z-d_|mhAEn%Hbq!YR+UdsJ?bM^H>A0p&YC5OhyYMXAbmCCTt1Eq{b`foGwDg*KPnS8 zM$_LRv3qmRoIgwcU_dvh`%O=taO^K&AXdtaWR;?p0n2DWdY96tNw#mpW%kx_957i~ z+$^;^t{$*UG^DQ2wpZ(HNT=ikzC#th~2ZmEtJ0H64xHEBTIPFjIq^6pXp=G=0 z$rWgdpN<`v@z{u^C;B70j*S<hDmq}A4V&U4x|3yjc11;Q8@Ym<`o#Gmg}f`s3c zkJcmzBueawyl}L43Vup~yEM~$n-5u?SbrHN+nmk=I6wKaWo?IF7FI{J z2F-v^BkzW(&t2=nHc^-GuMNT8KQ@>$ORf(X@PIFA_`0}Zl|p(h;t2;c$#cm{AHl)( z${(ve@&e*6(i<}CUm4`C{vv`NV!=w7WvLIlqL>B3wX^Ok8 zadWc@LneR%?Bd@>QBfLQwi!ZSgyoNfUtSrUJuJGYsDE9o`7S;FxnYOl?J<>RSJoAA z69yc7F@ck}{VV0Vn<=T7Gl+ndS>qUuOXI&T7Br*Xx-y-=q$9~C@<={{-a`26Qh#{I z*f3l}J{a3U8^W|K>*79Oj5nrMNRiid<>QzRFu|8Q}x_`#K z<~l}lN1NAXt1`W(wmNgpuXXz-2q2!hyvGD{Wy{S*6@`U1+o)>W;Iz@d7V}8-P*4Ru zcqkz`i0>B1owse>;RJRAtV6O&XBrJL4ecg|um{XCMxjx7sBtUVP-K|K_U2WOD>0C` z^-Q5jIUgE(1S4^g+K7F^NXR8MfdM#;jdxlT$Ny@cZ!jEJMer zZ>6@cQV1lH1p!=MKwOd^Sqa)Z?`YPa=I=x)0^a%JW$-ZS8n1;Z@hQ!^PH9=K%8v*1 z_J~rE&ug**MQQO({rA>(=h7gFuTvRs?N5akmOA6Y4vwiolCROHF$e9no@Q{L@W{VZ zqL?9ycJoE*YuN;M1yoflD2>irA`XdEVB-MmES?B23WvC)CJ!#rmw4Rq@*_ zY9le?NMtW3Wc2%@wb-)2Vz)q{zW{vZOh=~mU8{fSkldGEh$>BNEn2!o-D#WRoS#LQ z)0GLGnz63$s>S?hX$QglOKEI*WH1)Iim46;vB@!OA+A@8;lyL%q*d`Oazxc>-GVe+ zuhlSQSdiVSaO!&|!N{f|LdJI*g=ONv)5HbJRRxIEvJVPe|6{Y4B7&qdI|cKsL#Wu+ zv+`D7bx+qX<}Htrs9-;;Mqcc&vABC+Y5kXHW2rp*BD*?UK6c3U?KT8} z7MB|Vrn=K*4m4V%&itnAEZH}w z1U0#<+xc(Aq?hf^v8AyVHj|l^hye!^`m`<^9s-G>Unqghk1pxc!d))gH9n3NYVTM( zPwf2gk6}}~(9(F?LKWGM^|y1{nYJggJAcwsqYl8-Q)oLX#+rg2Sw>8`hhGAV@^&|U zPT991egJjRA%9&2;?$GqhkcvhX@$_!G%7sRtNN!oRdX7Pzt(cb8P3RrfYIo^NQC0$ z?FhS9VN{Brw(Maa~DG5DEMq5`~JTO?H1(EmCMt`+&IE(FRh4P9xJb9<6)LxP3whEZgPir z<7c_TNATjQ4@H6Qc5WI<@-K+@=qY<+a~QCY-z}ptz>uTDqfZft0f^Td2hnXMA&B+03F ziYEaRKZkPW;iasSBjica*TU><9_hy8(BcP#ox1PFwF75s%jN8w< zWg=Ty3%v3?`l^3|-ADg5(tMPP2*X5?YZw1Csh(*^};Nr(RqWG1E%tLw^47-Lpplf;#43;*e z2*#24x%i_fp>Xdt;KfEIE(gaA!al;;aeo6*dDTJiKMNg!X|YH1%?qQ}rfP@pvRO;I ztEl~kB&D4KzqQ-ljg!~9v4jWJy+7ZwZsmqH{D3Xq!~{7x53G(@iNlWZ>|vChhLwus z25Zwm?X*hK4ydyZ^A5*;j4}*`rx9yUv!_u{9%H~E|N#}@WBU5StlVKDc#0wvnm_DfjR7)%CGr_Q^C%qL` z?GL}k?2!DRtO0hV*gxLE=BDK72xtTVEu%jZ!#h2d_RGAaGUc+pq1X0jzdV6PXI?+e ziD15oO_Q?^PcwO!qXLzwDZo#7_g>*pj5^ybIzN1Kf+@d#Qt1L?n*fiBP)9O)YF?B-83l54^R7;)$BtGV}Lj@4y}^Z(MQ6t zuZz!#QEDB|BPr?=0jHZn3(zpKep<}$BO5+*NJURWSJK82nsX02?k#X)BN>r%LHJR` z2fv22S!^ADMTCiLVI#Dm8~epssQaseevQ+^h^2CTNxm;JrapKQ5KaPvtGLEH&FbI_K;Z#tsAh(2)(Dst9 zi{R{Ds!8|u*^tzlK0#w0j`vh~Tu(A>2II8q1_yqb$il=bqF0s2F&%x!7&lkHwUxNv zBj&<+_^0PD2bqS(qL0Sv^@`+6>2QgBM=Re-(yPRuCsgPs#A`~3D8R=94{Edb{X=ZGUvYcOu4Rv!9FJiSz&^}+A)da)>h-X3Za zDZL-IB{vUjN5+O{>dW6m*~aJyS0s6oXzsM>jBXh**3bisN$;B*UK0V8y`}~D6Ur!R zh5J@t(q_LgC?`BqaF>+KF=?3FcL5(#x z{*I^H*alVgXo&eP-OGp@#QU_EGQNV5lb+oo^l^{3QbnRY@7oXWGYWv#pbPzqX0i33 zM5yE;77!+e@vdG!zXem$ZLac9GtM_|1?We(sIM`8stQq9hf!t4XY-AAb6`_ue6#QBFBcxt;UL5I=_WYqB~w=xv_qx;*&y z4IS&=om^#P^bI!0a&}3##sjTLlW`Bx_Dx2Z^z^J-S3+$2)_iI1y@oHvX|*To#z;OW ziGY~khMm>Ee=tz=?X$pxO_=eA#YN>}FC87W5+mGrz0uhDfg+65(t99wkjurP>#h` zzqX$t?)OBkx5u8@QH=eKg8Q8^^GIMme7b|{u9HnuDyz?$9DEB#dWZV1)0w`FsHa=W z1}_o(Etu@n&6lG0O}(v&TU!E3P`uwUZKaLKl|!T2bek}j+?%vLicQnpYwREaaK-@# zF&@2v8d8dT%bD>A4_DU_J<V(>X1+b)KraFh?oWF3!nXV^XV$5+{)I z5IB7yp3#u7-F%sT#F07-uJN)$C)Tg%3GTu#tWci#b?_)pl0x0TvJM*N)r}C6lciF$XTyKok!tjQbMu@KaHfvY4l0{FjvC% zM9sQ&f?dKQm3RvTFnbr~H^tWT6SXlk=jQYZCU{5Y_dDe(vHLxw7UpwwhJMaH{IU_! zD{p&P3pYbC8y^16-nT`>MY70rN$(KD!~kS!3^zw*JBFUQ5G5gpk&wiXq2Xi9c&p|9 z4;0#>sBmNY8vbB2Wk}^}XPZ#;ML?M%B%de=k7A=^f|gq4cMls-}1 zXH*6&H3(M8?wCn)plhDp*%_DxTR77_G}W@MQAiwddXsOc-*Tgbv!~AQ;I}AsBXW;l z0bOv4{?+HyNark4u+^`2f7U#V+5$-7=F<_YO*fb^cJ?`pt~Wb^b$X0`4y|s}*#Fh` znIiQskVI?J2Jo+^zh=V9$D&0X5}4~dqUONHPw;y#EgV4X8dz*CP{=-FmDb_}7|Mr# zNsTEUL^x&WPyZ^9^j)77`Q$dQgo`9*I}7luj-GQ&>*ayu57u8PpcXEgy+zLD0Edx? zM=mlL2?%MSPOScrO#Q`^OZzId=5aTwyKiUtFWEXlrO#iIjRs@S^J=P}}2m9<9+u@U}ydz!eRWe2agU6IqN=&8?Dg=1bjD9;E=EN}O2T8LX;ITa;` zQO%ZotlE+$6be}6%CUb*>cYN_&lWju&*NFoSygvSaz;_b)$=t5KL2^nO(ZiEGFcv7 zI*ErHmDCtw6Fyt7zT>o z(`CPm_B3WpIzcMb8h5Ot_8N6HFlr`(Cf7@8yk)dEER;SBuEu!|T@=6HtF?grjwc{H z&Kh@PB~l(3*I?dl8!n0{XsbgZ)wyD?&2p4y(~#CdkBNW@;VZ&Ef7WG)jj;qOdCIt|iY_ZPr-(qZW2oxtxlz1cW6g{bcd_@t%j zUu}TbtH&$Hv2GTw4ZeM%<<}wfF#}A;#8($rYWRz@&zG}xa}y1qv(zO!dm0x%7=;(< z{Xxm&kV!=!w0Uc7%d_q?Da?V73Xk@=sNH6mzm>cn^mrd zzLgJ;`DHJ|>paB>yyUa!!Wvj6b8vo358$5ee+o63%(F)VCBj)QoPkPiZplmmNok!5 zaMv-9A7sd(*oKX9Fg~cc^X{{!0VS-vuqR={CPLwxM4QIyT6P{j;J(RoGMkIcTI-v;XOsWNg%SbTt5#Gm0dE%fh53cXx9l^8~5^hx5(!#Uc z$U$pK_q25h5;)3+e8-&6?{A`;w zif~+ffzHG9QYnh~@(WDrt6pf6`C&Z7X8q^-20k2lZV!dAX;FoL_g}$?-Xi=AQ9=0M z+S3FY;B8{y%u+Tk0G3dk`2tOTU@`hWp^qI`qx*0#Mb;)$N_*R;{lbD^13H`H`jaTo z5|^!_#6@06&KX9u>Iwq7gbmd$KrU>-ufLoJSZGLYAl2h;<9mq>X|H?9yzKR75_(M7 zBdglNF2w~tEnSG6qY_7RU)poYgM*)&$N$i^|Ne-diSoIecd0nKTK;bh@bC9q3#uO| zxKF|R!vDzbF8(>@WesEfUnax<|DOTv|Lwkze*@;f1$Ct{pjiLBujitvl}Uw>OZ0yM DUbm21 literal 0 HcmV?d00001 diff --git a/datastructures/lfucache/images/solutions/lfu_cache_solution_3.png b/datastructures/lfucache/images/solutions/lfu_cache_solution_3.png new file mode 100644 index 0000000000000000000000000000000000000000..4174ff0a3c7c5b6676602e26ef2b4700099fc22d GIT binary patch literal 48035 zcmdqJWmH{F(>90(34!1a!5xCT1P$(PA>`ohZoxIk!QFzp6WoHkI|O%k_;&91y`LwU znSb+ZhPBQ*d)IC`T~*z?>#C~>QIL~(gNTO+0Rizw@}sB{1O!wu1Oy}p{3}2r{(A8Y zxDhuM5mAs75qYOzXKiF^0fK;_j`sY|*nFTHSM_6Hc`tAX}(>oOU33yYs5@#8;`S2tL+*=wl_>EF?Tv94qWDfg zn0_J(%@;prt9GX4I$q!trk#1kw0ji0UiSiuRRd{A8p+B+&;r-+5RgHp5HP?MB=Erl zJ`fPlF@X?pz&9H35zU19_bF6yCiK78kQ~1Yeoz*Xlmxz&4edZ6D|-`b2Rf+?OrWV5 zQxy#d4Otl;Lu*S$gD=*fL5wbzHovPt@VW2+mzE$0gLf{L7FPB=F8rkbl;8obe~Xz& z-~Cg>!JMB|LssFPh_xN)9S7rk#`mNGi0|IL#G@oC{=e0MJAP6V2L~G-CMIWR zXGUjMMr%7`CT4DKZl?DvOe`!6KnVtWS1Sht7X~YPvj1u1-*!Yn_J($*HV&rNR_}hd zYw+3H(Se_o^mj-9`TL*W334(0Z%D8X8RP2QP*C?Xw6>Tv0Z>QZ6EO%Z=PO# z%~v(rRVs6B?UT%^Ba*&x;VzAsoe8(zT+1*AgC1Hh_@Ewfe$9D}qJ>n5-6k#0)jY5;>L7OxL|_vn#(<_?&!%=nERtx{-a(D%BUbV4 z6}g{Xh4Y-bR?yu$hWYSvPH7Dk`_kCibA^;p`xbxYqw z6l^`V_23(|1!3yna0#UEG*oR|o!Lfh9=JvZCWwHi>D0?U{rpDK;BjZi*1!02nk5p{ z&ZICe%UB@R|G)`%y!=YQ3}LC&O4M^5qrzEvZuLq!UXo~;&}jszFBC1i^_A0EjqULm z@>@U37uV5+>g(??S#|2rT*6 z-o3|*(lhB@!Tk>vPwlFg1g$+*XRA%9SGQyLU+LW%&A%Q1sN9bfsJgZql=a1SBvN^*ZkfJvaxHn;7L^pgyI& zR5?!>=$sYg95eHF+EZmSR+44x6e!n>D%QFvE#Fl<*)l}w{d8BWNHrCIf*l1Pt0L@tR1wl9kAAfts`*6p3H(K|;Tvfe4&@YOfc zJ_sk!y82LFc*uwIpOQAh$9o%3Ug7NE<~xf_?^5@ew=~7idcGjMb%4`&f;-K+*P2Oa zL3+)|TZ7f(Yb~H8RT^4v2+A?6mFc){DNn#XTlC7a6}y)S6%)Ve)4$pg>Q5ZO*JQ~R z>aFQ5Z;4rO-Nkz)H-~BI@QA1$$krdt9~LFYyWmsiK-y%?R_6MPS~x?zebYo-JoT2Z zyOtVj)_4RmSMiEV+38)WTlx{jYSBI3axnCybooLw8*R(wh&jrp4x7aC=2jbo_Y0Qe zHNh31L|XDwB+ot(vEmWtL+Ea|;;6mD-uz}m&T(apX5BI&r&;wB=M({%`AkViJcIT( zF5Ax-j5;`yG34V2%T122V<}~Y>n!GN9p zHlx%Xs$Ut$R$1~HsUO0>QGntou8Cyl*921u17BY$`kkGkZZT!*n?DkCg*Kjmi zgjs%|ci*P2v0MvZaT?_!Ir3ZtR5su97j z>PlerOw0GBJiBP|RG-#f@02;31q;5NJ43O#C^BP;Bh37)JFVw}f3~A~wcT$B)+5>^ z(#YR$avxvbJQ3g+(5y~crv!Imn_LQJ3L)hAKbJ+)sD~YA6xUI3pVlgE^lutog;zfP zs&;wwu{~Uc6`v1FfMYRYt;=yw*G-6tu1-8=UX;e;x>c`9t)eAXFQevsL#a}+?NOS} z-V?yY=CN{nc#8fV@*&)<|K6l(gX;4IHcAfa->jNXei1L@ubHUBe*KUf~|K zrPOK`!P8K*Y$`4motCb%iWD=2| zfcY>7>=2HZo3WFx?JX;+_wE90P20*XqWmJzS3|L7If-IE7j5*AQz7GG)_mXL;&@5jDX*y(;RBZ6G1LegYL@r z0*fI>nTNE&KBProy{uF1+!faKR3kpGnO;bNQNUDQ^35I$ITy&hhBu`X&wFRv#dpyR z)hPGQh~|k0s{N6~JFuAt-&4LRYkq((hsjcz44890O;)o=isqM4p-`L1H_%Jv@m7Cx zP+Ucwg>qQuscxfum&>T_E%$QPbb2nf%5r)p7ure~N|KPV@3Z_N+g)5=VYG84BG55z z>r@gJNe!`wcoll3$U;S>FkDfuq)Z%T0_ve2=i!iAW>xChN{bRE45Qv^ecZ$9u@#V$MC^64QrR?Kswc#{m#i=;eed)oLqWzJN z;q`%r#2Np2i^aH4G5nV(MTafk}~k+-mMCY~}BU6V1*aX=7(Du}Eu z5VC)_cbfJ2Dj%;>d9-iVETz*xtM1Hssya7=u4ljEGrnH7dwN%pZSB$Sv2B@O(KEjS zV*LJv2618HWJ9N?X*K;KJzkR?t)7P(mOLktN^(&SXw&Jq$WEB+JFR>F=h@d6>0E!^sOp$)sY4;Y9peEpb#5 zllih|_Xp(%AzHQOvolh(Oxd7X8QkegK6I^550`siC%?<*fCl5KRizx?kHmkMk9fr; zA6*ew4vU8(9$3=bh2ccGUus@7{@wpXbUss2k}WTj79TSh)CO@0UT%_NcOa$#ZD_)A zo0W~@vU+SE#@n9FNvz`TaBGHIt24Egl}NIx&JhIWB|O&|-CuTPZ_SALW2p>0mYZkm zoQ1nRtmjZA-X5Sna+M$={*o$e4)Mr($eqBO_@HJc(xiZ(z> zGJvO-pN{2&-NKKbnoJ#MYMDJ2XTRSrs@2J5zJel2|$L;r}--ndZ+0mF30LKSx~LliR}m(G=SoLNLTHVK|w?l4Q@so;SU$raK# zJoA~gp?{64d}i4MI~Pf@_+&-Jl%Q0hz)4g{FEfi%HOHXAfEi9+LH+KinbiJN;WS?k z)ixu`m!FxKsze`?*=VYaMWB{0b(edH*?x zUz!A^t8N(Lh8Slws`2Ek&8x99^doG1CpH~oDNa6LgSD0Bvw+dEw3X`+`pqtB*E*Xr z7m|5s?bTOAZDF(~+@u(h7Wi?@PK;Ps23|!3suW5XX3y3=#1C0#9T<32Tnl11@YP3G z>f$(BWnDoz#X`a{hpt^xDKsgS!So&}2e%fQX{J0k|qk9Q3YduUh;TDd{b#j3^mtVz7iR{Y)aTaJ55psTQV4y;@r zw-st%Ma~y-c6g&)@-C6UCH;$Hk&UjI6?l~IF+HdS5H@wTYW?gAgIoY4p2IZFDxE1I^ zy9oTqy_C#X$5|_a(8)G?Uj1I{E_C~zsGeWB#lglUS)gAq0wURwnMW9z#5ND{zROlJ zFPM&xT$zwMV79V4SH74#{7dRt$;+FU@AL(mNOV}-^RW)$am&rhq^(^xcsT$) zmn$bDO)20@?pbevO>dZq7`GjNvau7C z^R&vTPUF{Mzb`4qLo_w%Zbx_@w?6=N>4w_Xm`sO?wD;*Y&*Lm5`E*)8Kt0sxHJF28 z=8`#YY=4l1hPJ{2=5`P{P(a0D|D=S=YfMJAO0vA9t_U?RDvsY+8o#k((3>_5l+4uI zhwk**p{=Swb49*yF;ffqDW&Le)MWlf-zHmaGTq$fu1TpbZVbCltcCBR_BwWM`R(i8 zVXgwo7w)yYvBJimg7=KxQ;53{MFy4Y3aAv?M7436aE9EhWda>pq#SN4eAFIT?h#Nc zg@%0cm+Rpp_hvflD=&9wT&CyoGUas)A_z=A@;C#77T!16CB)nPF!5HPQh= zg4(GXV#M6ErI$xc+FdTM@Y?d?ithFs6^}T;bW*F7y-Y8&mZsF-RXuzt?~r=pyOPss zyNrqviY?<7hgW-ZHE2;w^lMxqv^44^=Qb(FFOSoPM~UvuAMuE^ zt3#&a>_O>6T%~uQ^oDNaAdHf4*!OY08|%+&Rq~PX=A6Xu47c>pE){}sVw(!-zndz# zX@=(pw7uJXCTkh&R~d;@`+B{0W0rwS$IL}$Am@hr7(2c$mO!MAkZEn8GWxE3{k_pQ zL=j>+bBSWQpRvL*9|ROFe*)lTm711TRxjGzO~fa$6Xn#W^x}XK}B!`!Y5j`N7uKEmzwo9 zp(D^L(laZ4yK_BN`DGW_E3eT)^hFX*N^96csRkfolIn`Vvhj$4eGPeuX*zHDJ~7Us zsS zyIV!jgds<@YjP_}QXHZ0nwj#*_Le8x1k03+sCG%7dK6Qd|5mn(2~38qb3S-U%o#Fv zL`xYWHy^x*=giy3)5kP;M~h_~SvVfy9FE!*y!DM^P~+ZW+`$kQc}C=(dvcjPdu$gY zcD-MAfj&V=t)-dB&U^h+vDADtv-bNJYP49bhrU8LjUkXb?;eB`E zZ7RJ`=@7K6G-C>=t!kN_?1)Q`yEXtX;W)VA}V8J%C#2jd$1!6l)NUkoN$0AnubQV+`Chi zLj!VA9N%_jgT*RLR^XdCBca*=C>3Bi7_ST8T~tCTmx>dFOjsrT`53MLD;&x!sqpf!>fFs{i7ljj0t_{hUOO<*4uG2pMYB0MD6>E$9WSY#v%=+jg{y*M4fkO zby2;1?Gk)IO>#BHlk9q~fh`vhdi7dOt&be?FLc!3Ck-KZv?$G2%Hb~{^O_7mO`kNR zWd4#mQ3BHcAC&#ZR##v&njS$VpWcl%lrtjear;)g{zNE`R+X119tt%opjjs1g@iz}5x2pR=C%d6r6ue}YiR4!NH1^QwWT;CP9oEFtALsc~( z{11_cBGSZ6qJq_GcI3_f4GJ8L{~{h%XX|bb51B&*FN6;sn5RLz*=(1@lu+uQ$Wd=pT``q`!zp zmb8w194?)_wJe?3jdh0x<2N{Rr^ej%O!|gVH?KeSFXc@Z*|lo<595A%jWjDz?W z#_z++Ih-KweMTxthtuJwx_a-V)IRy$M@g*|^X&gE(hj)dWVE#3Uk*Bh_7*g)rGzH; zAM_qb+qCcfp7T6*k_vxGwSd(@OIoV)uO)*k%?E(S`=W>qfshyBJO@gyE%vV@0pGXZ z1^$bjS51x)@;JbEbXeVM#(Z7$ZAtM-QD<;X6L^KBltFH;h;h3Qy;h~=z?DrfXQt!c z=P5wucxLvVgaEK4L|`eiJSEO6%+6)%JQ6_A( z1krIrtSx#rT_Qp~;{vI5^@KfZ&0oRQmj=M)yL_t+glK!IA}C8JP}i0m&qU%MA3AA1 zJw6DTUvYPbe4R?@E}NsG>$vgR(}y_Hg9&tojXbFjcV0AGE0q$ePi`Myj^Al;-VZ*L zd6gdNF#?VfRYw^uM!^W*Gqrg(g*oj$pNDjf2@{+Iqi%`$+@)>yE5nJT;FSS+`iryg7Wc7k%O}23$OqC4`*zeI+TtV@P$z(kMN>#)!F}Q1 zr~WRJABhC0;w%OU2it=izZjnfXb`( zoIZKQ@26*txIArZ6_8sJlbqBueqQ-vSLz8GbSXQHr7i5P9lH4UMBA} zp#v{-W=k)h9`2wM3vCb^HJyr~2c4hY=m?)A+U8w@2T>yPfWUl`ATE%^!(qp!)F0- z>zx8BJX5+_!p}7^Rr&oQr<`=R=fg9d=vk5;7EdEGy;%G2Yo%@orFz2&=wb2_O zso>Wgf}Ufu-dV(?npPO2U2kPDkt_K#o&n!#wKbyJcr;rsji*4h80$7^G6bE9RKL~Z z^y;do<11V=ySW;h=>&}FL~h4It$C&GrudJm8ST?^rPWo{P}6MDkgs0}r zHZMZ=>%(!|3!V8YkfVkKc=Gt{n&?fgoHg#z*j^Eo5p!fE6tcx@q-SROaCN&i&*`^% z>L}=f2HTXvTa_QK4sWx|x4NEB$I*ZAS`_b-6=zN!z#ge3=SrfjZ``Z>j3Eh#ya4ZW zSA5=dbuiHqI-HMSAjAKr!mRjwBwMKZhVL=q1Un zAj7YJyLLxA0L3Bg=yv^<;}K*A!F>+RR4i_8LA-V>`%aaoYan@6@UYsi=2l;EKr8>y zfTmt`UHMjAZNF2v;aIKP?e-mx#&|-n^ z*@Le9W)1y8jRkBNuBgdYd3B!@3Habd`i5CDnqQ)~$5aS}N0Fvg$WFlotMrRa^MQ%9Cyad>vYt}B%n=Cd9r>a+MMaj$=*?DRtJ+XAIVk1`Al&JL= z-|I|S62^a?4lEi~9Npg+?2P2L88nDj_4f9jDpp5P(Gn3B77qKy0+K5A8A)b;y*H6J z8MfjLFMZD&H^&=ZRJGnNX)>1ZJUhz`i8so}*!F~-#-y8?zAJyUKXW#!qIPJR;>f&6gqn`Ql*v9H? zbG*Snr0pt&GW&A+pr}w;8Qj02*^_ zJdqd&-b6l_2G3=_&7`(zmG9n?Gzd9v)MWlj$UlDgDyi~Smlze^c1{$*DDcL**}CdB zW=cE^Mf+z5vlN@I`=<=Po7;7HE(I#z0Uq3i^E;SV7Dj^oQi%8Qh z%kOIa%<`)9JflWdR(pDURLBqaL;YZ4Fr3246pBd~SZBFt7G?$*pcWIXrlF;(ocqyt zJVzo&EDQ^W)hJwzi(4`57)C{jrluq?Dg$dy!1I3hK)cSOu-^S@KM!*QUejh(7r9@T ztIz``sL2|)3g5BB`kE<|K zlj9DFhjM|qiey!;_;iCO=b;!KTV}E4Z4r;{6{*nbSaW?G`(&R0w@my}@J=Vq7FB6U zersXZMvMJqMRKx)%ki z3hc$jjg~B#vKATYQ+rPj><5rmXEmG)^yF~KXhxLETpF`e014QASGQ}S!mqe2Uxdzo ziAyB0nJRr5O(#SlrZw+nUH=F6<>SrsCgNAxc92Kc8de)sMlXq<^PcPO(ZFQ*Ccd-V zH9~P}2P^nHw|Ma^0E(8@(kh(NYcBLKw|GliBs+cTWw!d|*5D&3Od!iFX^6{Ci9KBk z$C(zB(tE@PG5O6N7Xx*v$0b6Z^{O%Jo11UJ=t_yW$m18ISXn3L53Oc)(@gDbSH1i@ z2NhggQ`f7$6?3=Sx+?4*>GT#$*f0=n$IO94Vc?5j6Hs@dcwPC9S~SG%Gl3x23&cSd z``s9kAk?P<1`)BA1Tx~dNuEI`Scms!S059d8Wue}n>Sj-D-&h(7#fumFKH3XGdaxBzx z?QkgY`YME7W#1>!zb*mi_J<2>Mu`mcnETqQ3cOSlFSeo3bC+(9r$TtdeelmQKBGR% zFX>g;{(pdrl~L+rmKyC3NW5svr4twW^?fel#ko9}8xU)@45#jV>q9^iX8;)_SbIA{8bQ=$P?TS7;Tb3`;a(;E7zS-TqvX zoC_*_&q!PJ;fC1Y+!$P2+!5Ef&+wR}LJ!8J<4El@%!4nV#|vHnKhno(vZhKuRduX? zi)a*vF(%kyv`7-;n29*2_8!=d?=xJ?VItvueXnm90Lh_o_=%c8cmv5U-+8~lV4U3( zIpS^lgLjS_b7q@5?{uPjRh%a-m+PF%E0>o&ZOvP;K{TcZO-&2XqPLGB)wggQK7fN&7@=MthUaAoUwo0$T5h=5Li)Nz_&lzU* z^JO+*bUEZQ!Ys>;#u+JYv+TJsQnS+2yd?BOlSeIPxKH@Kf}zcIn#{Fb;{9>3jo%ef zWM>I48ra)DNR6lEh8vVSDm@o9GL&Z;e51?wGF0@aouZj;f1b{~ZMq{04FxrpBM~*G zk;2Z3$ZazA4ueULpeyjrxW-=y3LlAPwUH{k@+Gp?{Ibs~H zFV5*CNt@`7S4p-Iu>8I&P!S=83;{%<^9AC9CKZk;P zoys|{dA%%L`RZD>PYN(0R#f7n2*f{*sO3}mcS@p$m%A!%&j0Er-Rj*O@7(H`VNy$5 z7Xd*&sLR$U5f)Ot4%&FR$;x_vDi#pyK`K|1tt6QRJEi5Ci4hk)U}x6)Y1-UyFX-id z(G1pyXCRw(IFSv0vEv_ZLnww!vfN@;HY4!3cee4&bcxe%sq3mm_Rl8i^Ucq-Kz z{)2ObC6X1gcZ@ZI8(C7DOhthks!7z|n%K-O~Bt0W%^|JkEZDX-#F2b5oL;lkPtpZlxqsOQ<3{nzek~pgi)BVL2tjlfI2Fs>IL5gMq2iMS?Zn4nCF)zcOx1G?|v>G zvFXWuH0copCqXinI z$Z1)|wUnXJ=5UZLS4TV6x)K!ut;xc)2J}R{`6lzB4Q0RsFDE5(gMNlF@Se zGLlFo+C*1i zDpeFyOUBF+tYcEcZTvxzO7wa$t`eS`Zw%^lR3*)J`O>huM00wJvk z@*|_#D2+q7RNLIzT#zxZVw~G-qy`xCO6;};!P78wsni!glq!B*=;2z=f@F5yJU7P1 z(Uz3RoRJ)^?ehMT+b9!A``rRoaq}{nfV|4{?GEEcS?ZpS{IC2{qsKlY8yL@OxWWnT%He&25hy? z0XL|+fH>npH@!|N4Ndv>V-f(VizS!L7IZediPPok{Pyi_ZDcW1a(TvfXQM+}Nt*O_ zgf*7S9#deWT$v6lRlW5?_WpL`Pd6#gRylHUs9C00q^G@>7_n|RWK`)MkGBX;xsm~h zowRCdNEQ6!A}ZR~j^PK6+L($^@DAG}n&k795cAOWR6Y~ErNQ-OdL8{?>Zg7H16T-) z_LD9bChfQ~g<4R&&tC|baC-<$xAAmH1qIC?nt+E~gb%JV!)HQZ_zyb%TNk1L2F8P0 zM^5pl^bnOHvE>i)n!ikh{+nGZIu{f7m(=n% zyEY=h9}DV_Uu;AAn_Ua99fS6#v?2mv*VdiIjQvp(VAqlZouL~@EBz&{Lk0YSLk~^s z4|n*j1pxCSwUCthOUeO^ccE8W_%-Ao%HfIzI+OEfko*e?oD&DeyXYcm@<&N{NUGn? z_y2k23Qf%Uq2O~M!J!a^GbE{z9t zgswM0yxp$&EC8H40P;*wywJ+WD=o!Qy3J0*eB^Dv=ZLQhSvwQYGmw*xo@jGEAp&9x zg1v@fLYK#12(8*xSX-;a5y{Y0YxP$%2cnVmVL;crkvPmy03{KISJa%GoE!!k4!L`? zFRB!Q(ZJtF0&T9|niz=P1J}EPHfQy{r!&GFRX$h)xEoX3BbsiLLr1B0y#tHB=M^U4 z248{7T(p`Y>c7?fiQQMNR4WVkbYNUS z&#xUgR#9oS%;VzfYA{`-`Z10gRnPs1UAGR%+e^;U%_ISddO}9oWVYSK`f`Amqh2GV z(`Y9)8|U0H!;zA5xAc6&uU^0G&qc zS@{U$DBD5s6&WDG0iHB~kN(u>bs2!IH^x*vepM;>e48VnU#i8vEC*~P4it&&pyLuZ zA_`Zdj)Pe@Tokj~ju zD>7$&5)MO9va2gHal)kO*a=Sex0mzJHU_;uX z@*n4+uu8oh$UZab+aZjIalq=fYtHQ_%;|SHUwsg1^Xq3c*6d&;@P;~*_X*Vp*tVBp zRzT9{gIFw6y#+5d^Hn9FyPor{L1wQv;^M`Rp0F1P`KTG30bLVp_cNm_L2_z1>#7>)H!Eqq5(*aa6A(iJ2Q;dX2T4W& zS3Tft&K3*%48Ueh!e?)&e^fxrX9)0{xUzt!4ErLpL_==d*4Hm+7KPt2!kE0t6P607 z0w_&bij~J-hLct4s)0ClQcaz;9dNa1W<&8(nF+H_+6JV;{4JO80ahxy`S%lJ#N>7n$UC5hIpj&;s&Tk6)W?4{H{_7AumJ*k(QmQ9Ucs* z#OaDNGBN}xUx4K<*c*!Nc`WmC?|TNR>-jGp5ds5d3H{IehIds`>$Mj0)E2~Cp<4Me zNjRIo9hO1fLy<|hsYb29dZ{66lKq9VfJP`02+hM1llfubuT^9zYS49D!^411DQ=8A0O(#ss`Up4> zZ2!_$x^)@8-BO1qSAkObq)BD6Wig%&tLJqGI$9hiVL|q-G)xlkY`S*MlRpI3IAO)g zvNPCNLTm=A?LkUj$Vi{}dg+D|J&Mu6o#St58%tI%i$QLeVVJ1EO63S|gAwyY{lu-g z!yPAR&wo`k%u-v-<(9h z{mxIezVPAZy#{hLA6Edcc^ym7+sSjaz25(cU;w zz}$#R@HIU2AeFks@XPEpwXxKKt5ay0$4;YrDTw;D7s|_NA zIiO&mjKkLVP^9Y|;_R~PO!&=ODHHP%**pwuyoUp;%oyVNXn4~AE6sK=Lb>Zsn)Br# z(;`A06G2fF&C1;UQ(_s&z0PzpU*TKZ%X71wJFrW;*8nJ|wM>GZHZ&IK+}U3cmy32Y zoS%H;CDmU#B|kZF5^py4}r*x~y;#cFS5HBRJ5LK}Xp2>*{R=$m43uSXvBR=cr!r(b&(YT__9IV8WPY zM12<^4V$f>yj+VEV@=XNj&fhsM|t>l@1=xVGn1qdgeb7EfL>vnl)A|?qJGGD05R7 zK$uX+qCT+|Tq(1ua1*`DXq*BijK>xFnO zHI?Z$IHK0BmYcw#p@})bTo1#?G+_}Ea36EP06Wo54p+yma68G?PS9YJ9hTvc_Kq8K zdL0*Tag|nukinN`W!N5j^@@fuT_>ku?Z~Q9DH8jR@Z%Uz{ou~I-oe`D=BCq~Q!UcY zpfUtS44b&G1%(cSx!RWT!IIcdH9oqDt>8y?u42+}LX~J-XML`?6rtc47#l~ZH+XC| zSM*I{&uC~8XPS;-5=tyI|22rOzobyyw7=_W-qatOw|Nc32u(efF*1md|Iz$A10cv? zH&}6|sr`>N-@z>T0fw`(O(Bo{qyEQ4z{s+RH@Z@P2K)8zfZ$nsiLyWUkNRkoK=h5i z?U|tTNAT0m0N;JD2q6)_u@O<7*tB6!z}12|9m*~oCEi7tq!Vtt+Uf$Q{@fh+g(ik% zHf)|OVEMfxzSGEZ(7|`>%)X8KjmKzTs;G=l%ekdHGy2xy&3^VHSpQ|z~mp8xSSwB5Lh8p?G zH(_M;fx7q+9s$$Ra2=BJrI`hwix8~zo4$UR&k)BIM{dIQHS59OLz34y50U=z7*b@; zzEW7CkJM#MU4qMC`tSb&$eL!aqw;`U;c@3w0lkhAuKOQE=^cTu3%;{fvp1@o4qrGH zS*XEzRaOI`1HVq4jxp<}C&{#=jONk4+l5$LlP%`vFN~5^VA2=h?u7ygfJ^|b zc6$M$Y_~SxUFG%y#4T=ZR?AIU(X)lh62zO_h+Q)Zwy9jU!Y4O}^U5dIi*>RmtPJV; zRbN6@GPrEBS2DQm^H(x>oy%5;d7VmD05(d*3i10-J}awj-fb%nFpmv(Twc${P)(eVLo<)Oe2-VGoQ`%S@K~$2p{(na4%(^q=pJeFu z0a)K0*AOvj*H*n>-n3K*`9fhm02G(XIpcO<+rZ1l$LV#qg&p=}-Fnyi+52>@V=aT` z1Z4pg_P*PS68{;@XA}LnYSM;WZ$_5Nv>~&9pav6yG|cd zC)J~Asky^RI}cSkvp9t?r6hmp4iN`wCrosmrg}Kq+$n}NaF_H)Uazn(K0=lgv;{Kh zC;K-M|L`9m91Q498seonSMUES-B-46_{g9_roZcI{}u5tqMEbgQq13{8NDLEjK2Xt z`v8xMYMxYS)*@>wu>v@j)Z6O$K!D!ZO$#iY66nF$Ah2jLwzVH2@rmd-ylZQywee|J6H9AM=pYfw$V{%pR4%BiS0oNBQ$t%T$L)@qj{p>*+~qh zgg1n&I4Vd_Khun8s|zpl2BnlQ)Nh&|tg7W2ghd<#*(gD}Yh<(QSVaP}1omNfJW3$) z-fwbxOmdH82Z5W6-ca-fWmN&kHud_b$Z38fszNa$ z&WF8QZ_OmsvPGJgzRxmg z5mwvL-%p+{Aix`2T_r{#7H}}ZLu&+FAYJm^O5Aj665^*0D#!+p3%PJ6k4Q0@tp*Pu&TAi`6HH+gCW-YcBdBxkTuOC-N8}?7VLrLRP$hnDsZ;XDgh+qBoFa?OmPkxjz4#1ZD!3}n0rYx}la{irq& zXIH7z+vwm(#3)t?O3?AUjX7nna#C?t3OHgjTjUzQDJe(ZXUPW# zv@{`NO9;PFqTC+}%=VJ3`}5gDHoe}H`<6qKC>b3tt6*b2H}I;iayNa)cU+QlpfOmv zD*Thfpnaky^a|+p9QPf3H4AtNN4dH8fC>_NAmnHi6^YghYqxX6w$isn&pa93ADw0Y6OHC?2 z@fkXdrE_EUeG~ah^C5!SKvV|C_yfu68w1IP+Mh&E;_mLg@gYbPphEe&NOgZz<5+ik z@Wx`HJps)b@5zTbsq-AEz-7)qoM_ISXd#2Ye)Z@33a(V59PTW7^LI5;Mt#c#WANBK ztuW5!i|;gPWka@B8knAu#mSg%VBy5(X{)0V+pc>b5fp|sphis~|4Sxju3T$Mr*bf5<}z`=8ks&= z2pCK(AMy43{DPf`r(RyL2Zxa)dI+HTI_z~=6zOk}9EmFdGH|g#&Sg z4d5$HnDGbiQW{LAQlYg!UYJp;Cb|C`$@u_2fb)prYQ!l<{~MoqQ9fmeO4OtrKRa-N zm6mG#rW|&OCm?Wa=^e2YGUEj@gm~PpAL6N0gaPix=3x5E6|gt)psYDR#rUF}VZSAc z^JQFiI|%vGKM(X9V~+l21m+ZPh74yzN_i5A!kfL}=LaPf+0N%1nXARBY8Ja+RA7Ak z#erL@bu=0}RvfyFGVsQO*$|)YO^}pjPBw{uQLX$05Qd;Z)3n0D9)VAKs3=3g=d8+w zRGS?wu!iFQ-Rv`W$QW{|kd;=qLuTdHmX`4%1qwOE4CFjbGDtLPu&Pq>c@5BethXnD zE$CfY34o~~urk=K*WMM@hWx!!z@4Q8OjTk~Y`q+4cW-sO%?3zfX>qxjzu{p^01is~ zj)8|q9a3x{CvhauLGo5w(yxynJSbKwK}!IVtMt(2_kXYdhWyMik(CdgYALIYA{tp^ z{_#b^{f!Fysum8<4Xv5_$wOI?7UJnG^c@DUr1E4Ey_4M5=fvc<5CAGVPbK{$@f|3h zF=s8?s8Cy-iODHzowtdm`|}Bq@)^!>st8aw#;L(HP=l!xF27T*&_4b@LH`G{ zK6%3Yz~y_gj%1mE+^@l*L1cfMt8a^`@LEYl+eIyLkAw@0)t@kVLy4}%MNaL>dXenY z>pe3iCP0oJFyP{YmOEB_c_uFYH)(N9Fu+yU$nhOTp)gu`2i32 zcqO{&(0KIOH9yc60;ko!z?oH_(2NG!xvyE z>Zn72B~IE0=~*>Ii09=vUh5NqEhX^5gqyyISWYDS98atExfji9z8cHz7CKWTafd#zW`}gsHR~%;?v+%QpGw&(#uNpT zu#Y=?X(N}k9wunjdraijf65r*yeEpF|0EICL8lzWA`OB!1M*eCWxP$vBa|++?xfHE zba(A`zndoFFEtAcrhx@4S$A9iw(m;Kp~}2R!m;|^@axLbpE%zwKTz-3^y1Q35)lo6 zIzu^~{5HsRB(DZy3)G``uw2q;6!AnNQc=ySi{u|ZnI#}p1=f)B6*vWL{w})A;)eif zLtr=>i)KXj8g%vFTD#wJeH%?eGLbI`qyK};YPG2?Yn@AnEFi!qr1Kx=sijbFJ1K#a z9&&Bl!_7^- z((aL|dF?9ps$ciAz|B^wSrA?SiO1i0OaE<4u~fSmpS{Mo>W9_Bn3rBkQ!mI2>gSj` zD87bm>}OO|P-c9T-j`EH6Q74)RQju(n@Lww?wT+yAx<3a5gg1zBy!nb_a>|m;C9A> zdxls(+2z|~&sRW%Jnr`GRT!C38C$+rCUvoW4Pt7aMXQpI)y5+ z#&S@nk58m77*>U$wAtMVAq|@jl6Zq=A{1`!GwsW<&x{Ih- zrV7V-i`Q8QTl4z?M_ioc@9aC5;iE1&_d=$&je1*@PnP~{BprQ~@(y{AG4Iq|$CoOd zv39;mp-yDJ(8k;3zISk2;(N*R-KnRN_!KODxyKw4 zjLRL$rtnqglhEth;(*=txle{v*Ns-t*~p&f-g2wb_cX;63dyvbu3KesJG0tjF6{c# zuP>ByzX^BsfW|WH=~J4kgIRg1G)3={*~4Ots@u5grPkB$=F2v+eXZ^@Ku<8QzO~Z_ z+9VC+fXlC;bK0}CD1N+0{=JCB#6lrk9BnQ&Z5@mFso6Ir+|2Nlb{bB2<2FJn+HEjV z%l$H|osp{u({T7@z3X}MjcEOVHAh6MNxqbUDvL~doA(bF1CD2CFZgsb&34L`ST~}k z$8*beklZjY;m*?)`zW+_C+iqnkW6!Qh@XCf!`O=fhb2Miu`3UQ1YX^Jna;ZfV z3yA4~+j|BojfYo8uWfj{AkB%s?-miC<>GH=REiIEFR@;8R1^Aw2D_3- zgSR=UhjunM%P@=>rL;dNtvI(>gt{)&$1M)Mtl(`wJ69>9QfoFzKQ52HSTsHuJwZfm zMnzKVOkZrt!`D*5X3*XiY4$pD(^S{0TRphJxqHa34bG&h*4lG}=D1AMUX7onTNLwZ zjRrSos1kcu!fP785dYg+Xy3#ySdFMgETd`cejgc)bb;d54$=KDUvHJ_Z-eqT*oozu zbAr41)qOf0 zPG_mE%V<=Ix6|f&oZmCf8uTYJgAKRn_s+OeF8V>o8fxq>=9^2OXdp;=zhIHoOa){a1^^jwl2vLv65w$IKY;weJX5WL-@U2x-G=_x$L%^b@yL- z4#PT670RaUcouLT>L#5f%J=WNCAhs-@G^ffwvYlHo6N;+Ka$&Nr_f_hR*^dsj-lhm zOv$!mo3v$~vLxO;3+k9%$=^wkSUegI{HWOl1rYFhZlqOjwB^#Yv1T9|2c?G@`i0z) zGJ|=J^Gav<;K$<(Kcr$cQLqP2cNJP>M0bzzmPNsUVZG6K@Js$@YA6{qXH4d+ zJESS=eyhT%5gD1*e-cDfOIU6Sw^Pldt%Tbv$hRf^b=Cvb&zTcFH%Muvh4s@spu&*D zW6EJPrAze7r2ExsVJYX1OKEDez|t+oU2o??5c{L*X&JBzBf~XriBjdmg1jd2mEu-S z*BNN!N=13NJ1IAQt=|@T+ZCppTq`Q`@0@OqwTUG7B90doSPU^Nw|U6iH?)cL$O++!LR(?IS1`ipStc@5#Ug5o(sA7k;8S}$d0sy_|d;&oasi=(Pl z?cHjhXlxCpXKFho)5Cj-St5lOSB_)eSM`!*Lg$!}2NXGFLH2<_U|A99z3!n_LlZ53 z%5AkH>+t2Q=)XRg5p4H-PD|8nh|8DBh|ux87b09Y)_Hz@?*7Tla(l8I3Y7FA02R!8 z-f6&FQF4Z*DSd8hjVL2?eHh2_^>c@hp-7e0Iguu>2gE7uK6Y@V7SiXD%laLODx;Tn zWg&_Lr4l-J5Q>K~(ARp@0?Exrrhct2-=SKVJAjskg^Y6M}_YD1JSu;w*$R zl0KvEb8$=HJtKvniwl_>tx)`Vl3_?V#+0+RQ2hQ^C*H!ZJQdl4&IZltr6hosF~UUH zA<{+qEgc#o9nTVkE>*1p2O6hUPSoWpFt{z3*y5;Ekbt6fw?8bpro5cP)-o)YJ*-J} ze%Jm_Ju@>-25z$rOv4!*acKk+p8qAf;`1dz`N_Y2wLg`_Y=#LA0b#S=^`2U_@*U8M zIp_Z742Mc0yk`fXv~HlH<^%My7qP?WQFS}R^#fEyU+75qKt;JcIgqh$OLGkc-2t!& zG5Q}E^5^sYw3e5^adpkS6fkUIWo4yx18kn(d*XGHCF3bE0Hu>3(CFh=?nWFzvF0j` z9RaGz{q%2T{X6C0!96`azt5H?Yx7ilK0g4RW*U3<)N0k=$>O04`x5|N##Nd*Te`QZ zGXB_n{)Y%Wc3&_EsCoNv$p2Bg;mLR(x+pZ%X8pJXWI+d9fOF*A6a0^j&WE(!9SuKT ztT*GG0T5f0$(JR@#W!Tsjq1=j%113ID&YuA^a zfA=#IHfy5(e#2s4-+*MGsN+8X#0SGg(qUM^r6%VvgG)15T(a_UAo2f<6*$2=0BcnR z{Y9Vu>mWd@1Q>OiwrnK+{znr3=X&&sfxk-HZ>*=?mG(l|i^>1n1%Pt_9;`r&j>@9L z{x6AE|D+P_4Z_x7JUk#Za;Va5G{Z6dbX%QBYQG}{yq9QzbhrK> zr2+E6a*&YCY27yW^ZyG1sWuu>dA`~)=X-A6k%Vea2H<7vzt}lXzHmu zV*hC4UdYsM+`ydsUw{a+uWZ@ne}kv$y;Q;cOMzek(f!n}g+j9b_>s;B^IetI{6vfT zZcYM}nfzK@E*Bi5as79i?AzMfq=)vSK>7N!X@;NWnA(BXp1h$soBKh;YX`JVJJ*O& zbC&inb^a#XYjP;WRDVKp_uSaw|3O3PobbSMw07_-b5%FJ0aiaXcDtQ0?YIV@*M&Brroqtobfp!W z%bBk2<-yEa&rn1n$5kncNes;*%RRjoiI6)08OjSnhtSIKC*BWIF*JiKm6|H&Kd#O$ zWP&9|zs}oP5UZT;T`f9~#_Nbu+8-E@@LrG!5tDz|4stx~i~Ovz8$%6Cp@VOiAtd;M zD}_5V-Upzt=|R&uq>6yR+RrO34$!TumH~mql5tWRx0|8ojMkt%o|W&*?~XNQ zMS%8Efr{`3o5LHetLHl^`|oooGnB2~CcLi!CN;0VI7K|c=RGY4bBdzW-#gzft;MtwRIVdq*uBxWJW_SPe9Dxt>go5xM|is2n#RA91$nw-3TkNd%$P*7O9=it|3G^1O>xI%4p-RZ*@ z>2xH;TedF?E!rv?=2+Bfp$2_pYpr1DQM4A6l6Z?cyB6EL8mM?r??6f}sNFpKP#GUq zvTXitsT1ghvRUA?+Dr!)S6N$<=8*CQQV^x*U`w^fMXLGo=0XVE04MYrZf+h14zA1V z^?4U3xypc+Ql&g>C=rySTBTp8RzprMlO6{C9?v*$LzW|+52;|0Qt?Fn_FjPMv&3%1 z+~8!t4I`bRni=o@s+>nFsVWsMzqnedPBYre?TzsQv4o++jnz=qw;tiLJ-TH#{!TU= zlwa8x8f}Hx5!g#wR4Nu69=^B*D(isF?sovK<;&oOaWy`T=iS2OSsO+;!n~9Znsq05 z$Q1~?loiT@rPJ9Uc|JLQ0%q=h1GwXJR@`vyo#Tb3BGRun9CvfA(=UnBi53o%`UlYcY65>G!~5(HSh4!90+8~O zoLn;LT@&in>8g&g7hn;L*>2DqHjxp0xZKP-nI{45=@?;EkI(4{IrR)kOFOfYcScfk z0D4ii#hD&ZtOmPYANXWsJ>IT*T@%*3m;;-(YVG%Eq#-kBnoV8JuuI@O?p_{G9n>W+ zfz7Oks-ndg5Sc*(n=tfhdGhX3@@A;x^uBHXEx^;vLjPx34Z8@8}2$!QQsdZ$r%xm+|s_|7OO@3K=UlL7b=SmI0M&lrxiLUwm zaPoeI4Q6-xT-tZ9MV!jYfPU=lQtM0m(qR72oeIsf?L#12I`|^6Lbe zRHPVoJEPVNBER*FL~<#dRx8h&k;O%g(@PEoXAftf6)L1UKj4!PoI#8z(EDz4d!j{0 zD?SiI7R~MENJk^S-W3oH=&-kjlNC;P2VzAE^iCe{@Ao|zxh{K|M(&bWPg3`_8mz$p zN$jlGuoWQmov|)S40&veSXFviZpF&2=^9XzNq>^jfZHDuA4n#Fk11q$BZH2SIt=id zPV%X%6m37Abn{q!55*n(BhfPLk*9P$3AouL@fsIyh`guc$QWThbj+0X(QI(#9(H0r z+h8tpPYxmR3Z)bZ4f#?Q!njM_bIUv0C$owa!f-gWD>bhCn=qed9CLf5B%j!0VH#6! zpDLB8^<45C5@TVLVpQFK9VvbapeHA4%;3xTF6Tq;b&6y@=F1v-_~H%f<6+S!2Soar z*zT=>;CNNkJ({m@e8e_+ztX?DJMTVEtb-7jjqb%2O$#V08~`%>8oUyU)p7-i8-)8W z$J5mT4?f2I`P&Et&ThLk9-^Hk5MUn%BvX@*Wa4q-kNMT&0kQg&C5oa_MOhz&UXr`A zoKG031Lka36=^@R-b!u9n%HHyWF-xnzC86xx+thId&mN^@rv%(_SPEj`eOB$yXwkH zbkr(zzaTKE5HQL*Y?vSTNuTwpC_mTz@b%HBdU=m=bYkgIhb-jb*m_%vmHz6!%dqHh zyZrcjTf5gEX0jB+?06|Vo06>=vn1hnWPdw}bmcNRWS>=ri!EVOV% z4P4RWf0tM#DKZU-)u$1%?6n9xpG{zWWj(*4JLR$qa(I!?F@7AW=iOtlStP@hdsakS zaOlHzLwf8hXkKy?PhvfThU>ejGo#So6bE0UjS%ECF3PNca} z&=R{sP1G>kJv+cA@&HMX zaPj>bK1p}dA^Cyu=V`d{fuoi`ZCT63ivicor&#kN$QBC@$CZ1;@cusf#FU{?;z%6# z81uLyhB_CYQP@lU(emcVbWH}*BKvDA1qaeg%L1~?d=QyU6*czgw zRWs4Ig%hq7Oyurrk+8(M;XE2X(~16MRj;HH-!Zl<%;U(iOp#Q}Nfj=BTBU}l1YOB_ zaR(o}S4dMC9co+pORxRx8QDu*LJqX&w1!gl=zdwJ9O%Ao=;j}guuto8*h-4XYXgY~ zCenfW-5Js-220i^l?E}RpkNPXT6k@4favM*aN#y(4+Bj>4j{YOhI# zFWNh*nJdixRMoSj$X+L=_vH0_%sTTid}ug^Q?=Wfl~nH4s{K)nH6d?G$hN6am05H% z1oF}8o=7P`_MXp>C|r<(yWP?VW|+2w+m3o>81A^o0kRku%viak*&|itI0dyP<^5;L zmBGWKeEET~m2}1F26yGBeB0B?&fP<4Czb?uc5oU@;PV>hQ*J$}wBVzqEX#E!>||y; z!<1-W!_Ewdi`XUpjDrjnpnHGhX!F>OBe5?jfY`cDxP%D8znLtdBwCs5$m^`m>Gg&uvzeGVe7k2q?ozqK3Asfqhu71m7GJIwdhdtTL9 zhf`y1gRaxMx5A;R@_6t}nCoP4M%DDeh&n^GS_ZKVlkVa(t7%_Vo92tRNpjk*a-5&L zrW0fTGfQ1y*lN@XqzQ^Y5{+BrNN)d zMl^K7`%36ka%>HR8{BoJ!vSNngMfm(R_HX;Sqw&*Zcqy?y@;V6d$vZXV&sKY-E!7? z@gYU=dvDI)8q;|Omhi1NTs&MaS0#h8#mqM*z5+hr+@@A8+ z1WcQjPyCp;56oFKc<--dh`;Sa5-|)z7p1O>itj94{ zj6b@t=}oL5+SJ3zjcx{N7RM+{CTUskkGN*=N-E1a(S2%nT74zWJH)Y&j6FX^5<#&~Q-Yb^_-L!Koc+O8k>MWJe z(CPf{d!Krs-6()bYYnLm2Ry=caS4`L*Zz$@(Ha)<8z*$<8(02xrgSoQ0ez3?5;uF< z)i!X9BG}ER&5H?xA3CwSbaR7SPTF2g48fj}swZ0f)dgilswl!x+jgLaavdVHWfO#I8KbXl4sP*|2$EdgDJLAwi!u+cj)0@#_y=OY1r6OxSjJ=x<*4(iap(KXU{myF#es z=YZIhmowU)SH4|Gyzg#Ss_@CONENz%IVhpUB5=FF2=|%trcTq{Da8HCu7@+H<8*C3 zp$5?%&{axo@#;K?HK>{HaNun{(~mwwI*Vq3S+3wE_3c0>(Lq_|RJ#`TZkSic%)|F^ zkx_Oj69kwC1b{f2H>P?8*$vDG` z^R|gzIMPtiGZJBbdTaiVZysI0`im7qu`2s~H_hOtay5O?3_CZce&r=9y<1a&0%<`aso5(?C4h+Db?2V-h>6{@ z?tH=2%pp?CmGpKamfQ7OHkf><-)Z?a4ri!u=1aQ_@2fc34-!y?9+TJ8eumBT(j}qi zQvt&)Z>aV*;^v8hQ?}^Kq<^b?QmNQ2caft6^ih4yLWq`q^m`1#rCOFCjy69-Il$!Q(to=3>Sc9P4h2Y?m8H>& z+qT+2vgjQlIu+S?a@k3t1|LBadK6DerV*C5=({=S>!J?!m|RNDDh0iFzB?dasnk7+ zt`tNk=cZKkDobyuR7fpv-|n%g62d~T8(|J&$XlB#RtiT{OZyb%NZ7eqRbYy3Lig#3 z8<`88!1d^T54lVeTuu|9IS)7l5fT&f|70G*wQAMDr(SYjgb3-L8f!(3D&6?K7DHwB z@Vk(Hvs-SXw$psG*YMiz?=&jL0IP?REu&fNIt*BUIpHKAxY=*EV0#$n9u&w~J<$k& z7g;WqXUCS)G_m|dE2L)IlN0UggdMa`cH<#~#I=X?A$Tj`>S68+b9Z#qU$ z;9=h~?#+^i8Dbv;Yq?~V4IIRr<2DXC`_Fztuj%Xc^J~^svp-EgNKp@3q@m;A6>M&d z+HcV8ej$k{?zqu#LR1N3Yg496NN#_6;51Zs@xJ=7Z+kQ{KhSn<97N9;gqE7!>gc_aWsWXL6K(KhI7(pS29G{-Qw6P zT6ydJiS<=5$+TXl#@NaS=(0OJEj1E*wdfCh&Y!BrvVrKyN;mV zQiRDCKyX^th_S8xsOdU(;>J92+xufZL&m%^Q$2a@_HX|q0jE_f>s7W`chDcea>}MF z68&l*FzIlO7`ve{z#j88*Vs8*Klo+M!$}?%QxdY)CGy#HyZCXO7oD@l97Q{%!^I&2S$9SM#F^ZZF6i;ZtrQ^YZa85Nx)5( zM>EUdR%g@(3v=lBkd{N9VOQZLbP%T%2dkWjE-cOt0U%2}X=oG|*UQu`UZiPMRkcj6 za{%17-kI!~mQdsNV~LSyr}sm+ZX~NH^~G$TQwxNH=f@dZ^B}0^2kCn2?SYyf9D5AA za{I1$ytdckAf^Q>1Wl1)9J`+h(3sL= z@21*=0&MBn951D6#2xZXVX(~&#wqPJFKj{S?l%rI=p!Zb{EtU*T-A9`<%doP+`!8Y z2;8sUFF)yrX`#_==FT(Fa1`(1-<&Qp>Tx0cX;)!eznUEFi?v* zvf-J5$5Lu<8tw2Cqu#D(Uy)*BOQx;$;9#iR>s{YiHoSXbfyb7VSZz9)b_pp~G_h34_ zZ6<4oKyQVNbtYVqZcf%}pHX&+_d4*E{Vhcs2S>3+R;I~}PIbpf4Th%5O}-pvOgz9~ zfyx&pYkzzx7#Ak}*|V2w<%IxG!&bq-wQp^XWMG1WzeFuC*%!kzbVW}jBm|mC5=gfh znRH?QnzHBByHer#c)VJS*72+lSze|wrZ)75<)Ha({hk>I6K9-Vm>4lWG!{zwSx$y! zNUoxxRP8!4CuaBbLJ&J zD8>1xE3<-HhzF#uRDHt+OibV-{%RI`rf#nHFuLi%QkI1f=F^5W%cX|HW}c-7?!F6s zl!qtfJM*&0)~4Uy_L^_r+%6)Sw!lBj@E9W}#(`XIVf=@(kgKR;G|H}pa!H7If*P!S zp~e`uaVzOBL!{bT+_LiCaLlu}X4c~sLF~wq4qd}_j^roU2`5Ps>BvfwJ;g(2Eh);em ztTg|wAM|VoY9+&U^HkitXsugSl={Z3NMOTZKHB&iy*vHxr5D#ejF7qiK2K#OKLK+x zxNO-b{%o@3w9o}qia#A>y&TdFUP@q2LQwq)NU}-axiu!$7K8Mvk9xF8&R}XCq-st$hc83f?3fpF?rcRLVBXYj-c}gWtPNGP!Rz!Rmq4Hp{OMTVsELe- z{rs3FWq)YD$mxEya96$Q%=dR>IN(5BaKVLSa>R(v)>nCyprG^5GG3p^jw<`s&W`*H z&q6Tty=mIZc3*|X8JD$8$S*L* z!wjaYYU_KUJ`)0X5R=#4d4X4v$HIfr!{Fg5R2l}thd%h;Qhj;2SiMw>7U|aHnN1no zynT7vg?EP#N%s%WhZN|Miq|xD$}PQ?erz(DkNPfa-9Y8e;Yad@$a>MP_S}o(Av1IS zxaae=6YOK8x*lbtZVuMUK-%9Mm9zrWfYWg$ymV=14>@~3RBS5v0a;4)9>|-9quMcG zPDLAxdyc=<-g+}$Eg&>+4%Pywrue6{dy~O5p#X6MkSZdrNbmf5 z-|Q4n!PCIn@^Xb}dY7?_-P6wZG+WWU&tuw$-rIda%zfb-6(vWTM7uY9SutUT-Hcez z^~t>PG8!!7d_35AnywRjg8~Ui&hD@4>Au}z{~B2^41Mkr%CQn#Do|HMdN<lZ6lj5{lb8+nu`BXuS=0?}+C9hZLc(xf~nn8i(l2WOZcdZj4 ztRp^>Xu*2e0i7A}4(v$7Kq6_fbckALBtt+m_*{Z`#ea1ha22n&tA*ZV!N_<1cwN65 zZ}S`JgmVMWx9y?A>lvp9W<3p+RkYn%=(u4cALF5U-iF)!?B2(dZG=^n4n2c< z`rUO5aadO#bPZ8#_};A#;e*6b0?*DfA&;BpU=ME4D^xQi@8y#Tms$nr1Y=J;&htlp{5Q;32@Pej`>9L02eTjx2J7VRO@_kxMF#5#ah? z_mCZSY=Yo&DvI^Asmt&m@k%67v~zVe`%hbuc_wNp@4F>1@9-!s1>H{Fsu{xOKQC9E z>Yl^Y{RINW*hCu}kIekX&q)}rPIgLxb-VVb>re<5oKIWw@dD< zSN?($&IP}ob4Y{(eu%MI_v!^c!mnN)$k^E|W+1l9emcF4ob?#07n!Mr%uAf?$#M2H z+oLuImfYj&?)>6}&KisQV!0CM$JT)bXlr7dEV>eBH$NnN`*c_0=IsNxgDm0(7z?~Ql4nla;@ilcpTYPr(yXag40&!dT!M3PfsNGaQMfR_S3B0=`rpx zUF<1Hk{_-eb=j#dvqcbH@mPcv{Q6>w9MTUDb%$R=s16|M^7nT2SN6uAohEemoFcG2 z6+24MVifl-+r7}+P+QetcE02{|Bjsm>F|_m$LXe1EYWc#L07P87TL9MM^lum+F-$1 zBJ;k)Bx$8kb&Pk)j;<6dbquNI#mzzK1{c4(C;DU9h)WELjp-dlqSnc6?yc3~e29Ao z5t{NY#_%eADC>>w>KLu`J(sNSOh|Q-<_dWxN1IStb=Fxtil)#m-tJ`vRx&F^S{S!3 zIk%#hefkTzue`}-qwHN9p|l?o%$o~6A%B@NYv9pPPkF*RPP=u&S|Moy=%y zZ8{z`kaUgJxsdv$UJ9jDL8yoh&+Iu6^0gT<3xFORDn>rta!)Ky0V z^7OpeB-o_iPa1b%BtSF5UYaC%8ZH5O@#pJ?%TDz)jb)HEU6VXauZqZWmy*{P9~klI zGPY3yFJaBlO4*R))$EzF93^PUaYv1i3Nozu@U=$Ba$9z;ivdg5)X>w>HoKMX*kj^8&0E`3DO=eEC1{*g#f%ECyj_%a0W zC!nHT<1ox~$&gSU(tYXsqakl3&=o+R7oNIe2i33Ki=G-jXK6H!Gc05HmF~u`2o65X zIlbf$4Lj?q1Jt?wKHE>EdH(v|dOeDNmmJsiZoJ>j55T*n=elbbM_fKm%qp)Tc^D<Z`QLBVZ-FwKr z!=IO-bi->uK4{ttbCx!hda`9P@Uu&xO0v>A>ow@n_J!i`WoW%T-3^4U8dU|v+C*Um zK2p!sTg?f7bX+i=DmTM|Cs^@(NvNE>I99^K9D?pyzzSxR*H}ObMUws-{Ap+(UgP
D^MMsvu@`%e91qHQ|OC_#;CcUN%h(u7{l^Y5N@ zZ4F$~q-ZgOcRr{DaT<-}*UkO?R6VvN3E25{WPwP(bsuJTZE*LbW4)1GY2yl5T{1rYNj!*Xhr-z_?VxMSU{k#{yPOn9 zw^*6B(JqN*Fg(iuT_s4fX`<;dAr=jOVd?nyk?GF!5zgV7-m*2W?=^p3lGUc=$gjqg zRSsy0dF%V~Eby?hKg5%p|qKf?%I&0J>%-%33`=fHm3V5onewimvx!^VewXNmG7W27c|(r z`&rYhq0!P&gP&~daxY@N9%DJ`UtQJUD>!FY`?hd3Td*)w>5Fx07W$g#$0hFBIreFr z++#9Vq`e(Hxms+>3l;%|>QnS+ zSCkw{1?p#Mkpk=AW8^iza%9n0+*qSJu7p?vr-gfK>3MMib+=Hkem9b6AgP?J1C)Y( z?QJzj69mb1{hVXc*quMmt90E`R>Xx%sz>~PH%iO`$cm&N?LPg_+&HFF!( z%F-a~OnnhK%P4VV-SrhxYxJ{qzdL9TO4c-fh z32$+>8H*B4+19h~EDP<&g1G(3@<$xk=Jn1}Zmw~ijQm3J7z+6owLp8@lVh=(_rI;Z zzm>OyaJA@?J1NT4v-SR+ap~^|S#n(RxCyf>`~MnFK(8ucd&=`cAUV&8EQ>vybqvZt2KG>MJWrw0vc^CLZ!KlURdtv%MUvFhKFn31wt`)<>0 z)U<`n$!;9y$EcNYqm9>r-HnM7kjQ>y@hnp+JzX44qsVPVuvTf-@KJM2l+!gVYr;;I z(uoLW^|e`EqevaLMG~evApuUF<{teKUhy4zkUXi(x9lUl15D3R6q$+Kr3W>G5+hR9 z+)LKYZ(0%^2sIWJgu#TPO{h^xodVKZ@7>7@3>9{DB4p|-1Vl#PFF9Uvo=-iK+GN{| zvdSgpf16Mwjqv7GKqh4*&k^h2R4J@3NWdHsLM3;53`9#0l*r;l_?4J&O%25CgXVNH z#}qO2QAvbHtXb{f>IEX@77_MjElVWOU(ql>dV0Lztu$34O0Q5H0!9Fw$?;7Yd0qA0 zCxEdD$y?~n|B7=f!`qhIFV|=n&v-PRa5x(_ZIpC=pF%JC%Rlzyv1>qI0jDP378wAC z|GIABkdVYUuzrhpLNCn1Vx{dG__9{3SsGyULQIp4yQivsC$tNYbM%s@aSfOc3g3~M z?grM;ph~&!e>@P?N(YHM#A*%ptM@UT2%;?+aS4;0iL9P3b1FGea#D-Y8gGj-O_49p&dx6laWVOB7+n=h=4X*@_#8 zl9=N#2Fjkg0x$D3u_7B<0hf^CKd%9-uOGibol7I480Zqd!e7HU0IVyrSG4?fhj{S; z5LOru1|l2tlAT&K<~VUQ34o(*L)1 zW!RYNWsB>>(W|f{)OcHe{{OK648Q`~zZSdv zj|K1p7Eob9R`FW8?8O2w47dJgFj2k?CLhu8{~1g#(q%#v`2QXbo_R!NrVC6ai*>X{ z2bcu`!qSYJnyy#!K-wSe`SBujbVhqDgP*Hco)7tt0Mui`G=Mjq^$~_DjgFePf-%aB zG@2Zc3l&S>utNy~>#ZRkyUlKxwNUHJ3xA}8dX(81<$g{gc$UqT&>l`;gbVRo@Dz;& z>GYM-TP$6itZ&b7wcS*@%=kkoW0Dp4nms>(Ex}hazmwBJR!@(PP1p0rbvAnupfPko zn2d-vfVov>vG(KgVCKV$>rL_%+$@j$5JTwmE$?fx=L?bce6V`wiFd<7) z1Y+|X@kC!(1dJ{XXcaNTcEjl+EH;~6EwW-tlqeEnRs%oeZvk^@LCb)67SV9sTJOGsNo`P!uUoV*L7z@Ji5nRILUD_Va zPdW8BUyQJSCyE5sn6Q&B-_Ooh8*kjKxc5Gsw1#&0AZ!5R&|yD6mnTq9X3y#1CX$UA z*oR^;p5;GvLl06+*A4^?iv7NadQM_tG@2|!lds90#4%vVr0!swc!y!qAN7T|D1yy> z34?OJ46*n??t>jI$|j}@3S7X)N9ZbVtGHC&7_1?m^r?&E#*+}LccJomQjjm?+$Zou zaUJe$_-pR<(CBoKLVd0C1PP+*t)- zGm=kt+%H;>Do?)+kticf=l4Mb1H)jfQeUzVIumM0KL(x*UD{VVKRerNl$9Ma#t#Fl z;ZSOKzY{5Fdg^C)fO79;Dv$!-h5LKTt23Tx-r^5Ho=ULmeF60Q>&2m4f#g0r6`bj1 zuB*F-#VXZJIWLA=Am$?6x}9K5se9iSPN>i_;tmYm8jYsbm(W+fpLImDMmd?ywj-4L z$sl;&Y_6i)Dc@coS8d~swewPmtHFIw?`_5bm{gg@oTgHOp_Cy%uL3nw-iMjkr!&^^ zqDTEb(t~Wg>*bhWvEK&pOyxzKXK)p$L8W;uSJSErf( zi4CjWIeM9&*U)fTm&30czh0=>fUf)ur2Sx$AT&Ml$E< zh@(qt-MI6ulbf2r70DuE2L4-vthPwxMIX2yEsD${lpcBT7wUE(%v|nVnJEP-9)uuQ9ChccuqDH{77H|Qc-8o!!8A+a@+xn%jux8kyo zYI2Yl#dhrNa<@ImsGdEN!f8D0FHGLd<73Wk@##tv+xr1~s$G@}TWh-@I8M(+j+e@C zJYyjJuJ^O^`;gFtiSOg7Q7tsJD{kyS+D6B8;{3;sLBf&aXYjfKQ3n1ZFl8F3bK8}S zh;c7loU}ZYTwV7_#77o=3VpH);kC~LHJoF5PNJ-q)o;-EthvCG(3R_?L+!tF?JiI# zHo6Ns`^5hK-W`}D*{28EcLI6uT}pN{2e#BdyPN`p$cFgq(^)V6^dN!eyJUvD_c8{; zTeMt>mx#H4ll_vRQ$xmjg@!)s~0L z`s_0CO`!-vo9qm3uHyWV(pFTAp_LOo>YgVZlG7*ey=nZ5&yTz625OZ*X#&FuN^SHE zD9sw2o3s*USyf{L)EMCXQ10Gzvh`s8OrNj=QWxuQyN@Sse0ZTQJ+0AI9OCRAH%crs zbQ7mbA)((WwJ?pzE!kV$2n5CBvj?G@i+$$kn$kxfBkx2EV?)KA|?-5U(IJ3tZk`SF;1p|98l#YdLU{`<9Hqfv}_C$zK zQ2FE<@-tGY8%)W=eD#MQQL~&bp|@tHg`J$a|7&!x9}<>O{875VKO;KF`E#RH<9ceIeys@+$L;4f8+_Y_p_QG$j*`~~C7 z1I&<6kro~@&FcXaZQTC$P=;31t@hvG|0e=|3;3v=Yvg(FU;M>?A8;?eum|7U*KTiz zClHBQ)WMVge(m={L1~c4o&}1k4Y^I^h{H()c|)u1L>bdqF(rSafeDGP*870VlD6e0 z;~$&)pjK`pPc93$wAW~7Dp;NYJ5*s3&#U-{boB0Yjdxnn)QdLp4p?1#%RAp@CK>D& zDjp96)BzJRuVxrQtcRw5WL8RBS9f7Jr}1TNy$1S}36}NxqHos>ttjVuTW*tJ)*CJPb-8QRbrlY4H01I&=-CIm`F$yz&cG|fRIlknBj}Qb zz;_q=5!_7bv$}mZm!puyB|_K~cl{~yMH-5mY6azTEPcEB@;rRE`?RxtG>7VvmpnX{ zFA#(3Yw2HYrS+;VX|4io2j~K!|L6%g0jNz&urC+F1mF%AYDe!)bg+wC3V^WuBP0+J z3$*deAiu;P1Rr4lg0Q#K)&AO=AAV2!?*tC?cReDqK#A=OG7^$H@)G%Y{vm3Umrij$ zW(~q+9amY)1_&uEMhfTu*yGGo_wkf1o?Hz+-|8j8=TRZCSihxx2?YQz_JRVQdZQPs z>m?;#rrmjZP}-VtM#Y>dKPKijEa?A2b>R_tu`4*n!JJTkBlX2g+-IQ8D+mFwKv7G@(^*iPK4=R5;cI>pzA;;MLr|eR;%z(_ zDejrH#_AqwlO~nhxxkV4LfcEF{4Ryl9dfDl zQ{W!Obh>GC;n>a7be|S6XO_Y>KD%f51jgzOQQ;W)TGc`|*$6HosnraDT0P`@vP^g5`we?$z;9~MfM5nH$P5}&MKjfG>v3=*t8bl=CC+Cq6KUZ2A}gI5R;0kI8I9> zbB5}w+9j;ntu{~$66p9&a<9N?-CLvqA<6CP?+-42;vJ$Ub`G6rs_c9y!dP|GV(FZ( zh#ya4Tg!DpZjj4`aSHI0l*-&Fma*8;@i~@}%xw((k)T_hewu|Kkveowd?L!o!<7t=%+MV{G?1Pf`9-;y!SV*}#1X{Ke(2m*cU*K-a{#~f4 zyJIGO-`P>>dJE1d=Ft_`ct{5YK*b~HpOXpnv3B>lzl_?p7-W65TwjwNNX-rPLb{rkE^4Fb>AF z>4+cb#LTtc^h~->)T->Q_Y6qkKASB?8vvY=fj^-s2BEHkp@hU^pV&Sb!eA>j4wIk% z)zthDm~o+eFn&&4)iMH>EjK(;)^VnrRC;Kkh1U=h`^9al8;I5xmV0d3*jj^KxZ_W+ zKh~qf!73x)YQ;LFUO89c(ZDa(K4Sh{^d?$vd!fLNv5EaSbXIP=c}26m>pi*wJYmo#Q#Iy=}Lk=%Lei97&5Yg(b zkdmJUx78`^APkUea7S;NNtq4jmw zhalaZ0+KRxiF67gDbgkJK6B3T9N$0S{qSDbk83{6HN)OBd+%qjb+5JV`<|bxdG!i= zy=BLSIS!4mF5_*N8R3%c$e)%uTbl6TXQW4*c_RdeNui>-_)@(S^8jgi!f+DoDe^$t%BLr=eTCi+_62YqRCtalVCSZ6kQRv+&b z%{kaTb4n{#$wzj6T$?Z_6cYVmh`h1YkfdbDI75eLZL);3|z}}#dk`K7Adm4fE{aC zj?|y%&RpAmHyp6rxNN2m#~<2yRkIr|xL2J=*372cJ!o!{w?sIg z#^Eww%_93^o0NOtscsq@G50pP(}jI}-N(5nM{hT1IhK3Olp8!u2Nu4UdnfEKzi%?o zp2^MNX-(hHi-bUGteAf3gqZtG@>);(0s#u#>~ROIcdh3_WE$?C#dbYfG8wA2o_K$u zdL2U`Z%SxrA&S1P%gG}(<;I#kL@~oeL(u})0|HhN3A5z`j*;EW=x2wC&>L#&0OY_SMxsnP)+<&jyi*J&~jMdrta%`O^BUrf|SKmV#_`>s*P zK!58-$SU&XnEyb6ybf*NDeip&PW+HYx;z^YOek>eeP99cj5U2R!bZ~!MVk>+Pc6pU zCLiXI3oi=aMp43$Cg)bXaC>7~^KccJKJVZb(XG>3^C$GL#!_Eqi!Q2vU-1?Yc`|xj zL(b{)!}QC?;s}rTCz9>h$gX;C77Sk=d_aEXxqnnTMxWL?r?b4Uga&aV$ zFd}rx2N3Q^{N+!nU2wZ9`^9h2@98w$9_@!>1w@5rW!AC&lS!#hAF6$HLd)EOexK*B zH6KHI9{so*Q1VOPAo|BduU$I|4&(4G2EHq}<}bdG&G>w@)qhs9^d@m7SqH^to>_?| zrL~P3`9Qd-S&TI%guZ)z398~w6{7*LCy!>TcShg-am4qu0CJL;P|^3O_OZ^_dC;#o zP}ak~v2QZ`Iq;{5i&KB=&~|=drT=4xW_5p! z_rtLa*BEMK%rw0pbuAN9J!&AKUyOV{Ix`Ye1OgjNqWXc3U=}d#nXb1X6}~<*GUljR z76G#aRK|}mMg%7AqX$^}e9#F*L|@dvcu~+K87oqwA5f}8m|?Jna}gm*0Z{}QUZx51 z*O(1S9?UI#Z!^1rH)0TPs9yH#{4sxP$G=?>S9G#F7a&)_XSg)>E@K#bd-Yc|*(d+w zxk~H9@=7){8lv6hvDH|e%St8>Ov6e8mv3xT-Wz9(drEjh$cc6;b0k8VYCO1py)?@& zR2Hhd=%Zdo48p3uxK*#UuS7lr`rzQ+GRfp5!LIH%(=}$;kVF=e@3i-Su9ys_W0edm zq5l+jXVje({J`nnWnes#(Iv-%k{2x6SK@g?rD=IkHOwPi$;`F}hv}}XzKh4(6Qz(7 zE1WoL2gN~qkf^{RG>wCY%YY<`;$RPqb<=AeiD z?=YJ}2Yk%^B<8HY>b2jSH{$MHm@qXYd(Y1RFy5MZ%=w`7*Bw3$s{jwXEtn@i#yMxm zH`=<>UI*)051bh;v(CCTxexCykB?B!EN2D3^}a<>;C-v84jX7Ot&Ht;6KkUr|J@f5LY^ra4*<&llScXJ?WOm@^e+`Rn12tJvV-UMe8{vrO!JWGz?nLg36Ua6fSUtO4J@YHM#_Qi^ z-k8sr73Kwc|B233$!`Si%$<W+3zpJ6$i@;ivS`|k&iJQAgf`g(bafAEB@#6FUVavMaBW#$QYGE^~Us#`8; zEL(%H<#6@P!0aPBLvdWh? zSI+Y+Rx5Xu;(XFv&$YXA6Gmdl9$fV%>1)HHZmAP{&!^>|K79K61<%T^`f0;gR`pDC z1(axipNcHHJ ztb9vZh4VcLQ3|^6oa?mtnbIiu2p)a(o^hRjwI=2M=3v_wNQ8=Xjagp=^x5gFemekT zLFIavdFIgc?A@eBuv)cQU;GBgN5aCJe-=K4KdO9&AW0-CU(|cN5HpnqySd=zfpxKR z4DHSuU)gxe>A{4rC55kBoNnLg5e{K*8WOMj4BelC?Vl}u$}sml)|FLfKIN?wu#_U(2ig6>Z~;{M)-6l znpnV%F4%e3x71XeNcZ;S&)H~IltY87-79nTtN!WB^!pdd8JuzDu(bgr#_?f?E7;$6 zrsz}rMlkf~{NReKQjaEb6On2nmz_SQLZuKSGqL|Lb zy~F;>ji4{>*-8A}7fj31CRSxvpnPAJUM1gVs_j*^XkCeY{nUM{)+(m{zu7f~C2FAY z#?7XNoxy11uIp(*d2d?HEqCbI6BfVvV%_^WH?IT5Pfu(6U4BN^Imq32$#X}b%judj zyMqr{Qip5OH}~eW`stEBtRP@;8 z$=xom1iS0kq4(}a*Jekj9AgW3JwE@{*{)fhj!W>yVyU;QJ=6=E}ViPMO z*f&;^+I~7d>WhNw(L)t7ez)0&uSXJw7A#T{71+op>Y&tCsKWf4ZJ*0Y+yVZAq`^u` z?4h@rVh|-h0^WVxPk<(9m+)#g3k|+3?2G+Hs(bHR_K&cNhl=dAvEAp`I-CbJkm(e0x7+2vZmT3~cfX9?F5h z*ww)R_I*LlZ?6V*n`f}q;Fqd2v{b+2NlY-Jn0;v5qGvHh@Mx$~n4XLF`N8+zU})E( z{4k?;*gypYMO^EKjn%F*Zs;Mg$jYb}BMS~xE%o1+6bqOt#UD(M4&|dN%)aTGF3Al> zW6Jz-6lAD@)*B*ZOch-JW)=h-U`Heu4;yu^|3Zk&IHEw12mV(3Z6Dr^+ ze7Sg4W2%sy@VeEL|FzE*lvxop03G&Mx+Pbow#B@^gl0zC&6t@_tE<2)r*+T?C4Z+U z3T5QS-e(2?s-OVs$zh={)?-0p=+>7GKp@!fxJOQ51h3^uFguR=X!>Dj{>*IkL{vA} zxPV!TXQtQbUn50P8oXu4_%Os=lf&{0!_G|2y=Ir6aDcF@Ku3{zD}sc36lmp`cSf@$ zT-V>ZaOk(+(rL7(tjeXjm_9V!9B@AF+Qx5?ZDo=_J2jHm;-{hN$ZU3fSaE$s#APy! z7rPc6A)Xd}f|z9?9u)p)#>43(h&i?8vbEWerO&ql;G;y$???l_e<)x_WXs0UxvnK> z?tM{HqEve9HN!ayddJxpoh2hE0yn<-J|{ccPx)Soazj?b!W|yA-B$NPoaj({BrtT9 z09;enpjx2$U;wlZ>qr;@qd(vVX#Y|-L^$4%=0~>U?-dtHHzDC|u3=xUX=43*xm$4% zG!4QZU=GwOsYxb+8xvieDau6h`zrcv&?q-KSpZL`-UB%V3EWA8OWulBibtM30`^yj z6|t*j5u_u=wF7l#&GJu&BO-P-(InjPe*MK3x5?`iZnO4@+r&QsPK_K&-@R31HX>c3 zQC6yV_h@T^nOE>7FGT3zVKIo5S3QappeS?&fiJ(7OVD<>CC9?sV8vg;KQUow68OZAVbLl??t6YHQ z=r6X)@4T*oKyMRk$_D>!EQ(Bq^z!)xWtQH*=hhd0y3#_fsppQJ(Sbj$q#6=DQ zQv-H;0-8Tw!w~=*OZ2?v|C4>^iqKtSkfHpkQw@v)bD+^G&EbDn9(eK^e9AG>b3m>8 zZBg18!kQR zmgBN#fg<)2a3ZS09MfQZfEie7gwVeN7AQg;Yn6$<4Kk-FEj*4RDrcID^`#i&;_w3C zc4<_+j^s8Q{zT`ozamvab`Se;gpdXh+gdNRJ_57#PknLp3oG28fn3(8tZeZhTw&CD zXQ^$ecpOw5h67sfLtH9RAIl;j%_ro+MP^QGG(A@?r=@>0o|WMOS1t3cq}4s5gDF;um&%(dNI zlfJ^5jGf9{GfN$YMhJi zV?7ek+AnX~Vq*46>|;=vJO`@Nnu9F>nj%Pc8~S^nL>fLA2XxTnXFprG>oGwdul;P0 zTySYfebay-_-&IVPB64_0u@Ubzte{Dr8%dxY`EJ-R!C{%;L>@CT0s=y6vH$pkUF~T zI0V!fa_s-?xW7%PQEy7ls4{M1EGFf%ttDVw z*Ma*0?p~>r;2Kd|DV&@Su4P)*1&5JHNJSn;v*XjrR~}@qz`4LB{x#W}Qz!si9aj>0 zWK>$5h&0p)R%FCEKu1O+2pq+tG$mMA_;y`MH@5^l&xIugd-9CaX^4D8zrN zhe#@6zZ`Jah>h+y3~vJ-;UJ)o8bv@SAkkCtoq9}_-#P^<1;Jbhbbo8f#?c)%v!%^vAtH$$TiIuDXyKc(x^4L|zSxG;1(w$Z4%__clZzI z_vqQJbBQp8?+1CuQ$LT2cmXH2Wr^C)>CjT%zdRi2(lQZ~ibhX&cvQJ^uByQl3&^yU zon3*asQbYNY7&q4w--gfBdJmGHS9B8*-}+HGbTZgjj%BdZv#gnQjO224p6$ZTv?ZlrR5bb?GbV6K!g zjWcYq_~y84$XPE+G_pWk)rbIbrVA4z0KyUkdq~gW1<1sSgyn#@$swFol_88EuU>4ZWEkMHYD;mj&6Z9s30`eF1?Uz5mdv1iN<0a}-#vZLZMoQ

FOvtO7ye#Y{m z8j@uv!NKu0IQfe-l=3@|I%b)k(`;nMGjB*W?F%UI0FrV^MblNSxCp-vw(Hr;=Pp81A_ppC3G zx}q>Ro2(zOiGG(@|M=bu!*lZD@zXbaAXXNaVXDG(tEc9*rPVq|bqW98)S;p@IG}7p z)08zK`2Be}eotiD3$$;JM!uzHUUG*oJ>N0o>WLr;U~fI^v@sV>o=V?s|K4?H(%S7J z5RGN^2S$a}wEuIhPwXA1p(z4A;8g0J7Fb+fcM)3P`k?BH2l zRT-1pLPH8+WY?x(56Wf*Lv?q~XIMlbYj-2C#?D-4|X15xHeP<)HqgAE4Wa2*`3 zD{-dRKFWIC4}Wc4?!ns+NT?96JRWLg2`K-OEeO7g;vTiUKK)5 z5;)tjwj1o0`khUMXRoe)oeG<@pgl`x&^Pd{O0U$Xj00& zg8V&n3_ZXY=6EHjKrk00h^^%9km?r31N9T_DuYxLgC1^z%EiTx9xt%IZckMtVP91H z_RG$qbl=_1c^>_Rt+VnF_HJ}fE3cB+C&A^%EYEpML1dtT3*iU*um0s-a|z{DnlPI$ z`Fad-5D9N@{V-(if^FqmC*2ziTKWB>Fwa_iw6z=}_z9tObGu+Xa(B=dwL`THK1>RRxM_cS6hhsRUUl zQSGP>u919ZKY}c-cPUaO~yo}>JMOq#fbS{io*wXIv1Ig#aLXR7>lPH>8gl%PwDe(ybSrr7>Xt4s=&+r{B5nGz`wNpPvxCGhP ztS9|#o-LI$W21ts(ek*R>K%(Q_t<5DUpmn*w77dY5>LmgzlOdaoN_{9e!#9PWguYL z;g4eItlwo{1Z(~RdSsSvcUV;2YqFzjBab6wo>Gp+au5&XXX1U*V^9(3j(ZTH#}zki zT86PhJ3jk!@uOO%eyi#RpPN3N1THgB{HVKExq}I?Ujv7h*=J?!QUg-w_%H=^>yQ2h z3|S8`Iwkm-#VOgvaVM+q%#XgMi+9PUN5ym+CuRWxA6FpQayZ&hsdB08b7iG&VFDC& zX7ED>ED!J>oP);TyREXs4*pa6AMY_sSw}1AI;=E2(+PmkAxTc_BH2Hr@@({T>Fq}R z9@ln%?jM<}q0f2kySa%@?=3d!8*JVifi#g0JElbmif|14Txuiw6~@QalG+h`V7;tj z1MF&~<{Ehu(B@=GU0d~c<_>~a(M&?n?sD%^=WfoZNnUo09z<}&#q7FPkz(F?L{3>I zr|oKMf!!w1m0|MB{O?OA{T|KFhh>PbTccB%19;e$F^W&RW(a#VJ$2dDaR9CfD-$J} zsm_BuNiBtLV_by&N1!!%sQww0k4}hbSDYjmR-y=KyQ^w_z9dSAXygn0fqfZRK zd-g)F(mSuHKxd!`lhvnX6p)#f=Ud#=+T;_bzwz{7lMBm;tpwca!$um`o(r2(C$KOE zr@R}imhjb{=z(`E!*?9{Z;x+8C~yo%PREj?&=NkM9L{c3(zqLW+ol`Jx=nfh9t~UD ztD8H&;~El+rqQHteG>`nqKZESd6f0NV;f&}TdE?v6O_&=1{#d1PZ;tT3KNLwj!a8R)a=>5teUjOvzeM4otE#Q3!3zLgn-P; z+UcP~vY5!XK#>H3udnPPvtUIp(49e%pJ$N7TgRUkFFPjj{9p`-|0=(lgUA|)Xos^= zTKM*6J1FtcN>gyeGy9290$q zZ_wmIsk*}j=PO_;k`~fc{B8%vDYP>gT<@LzKVyuemPodeaGS<6>J!#vB6k*M4epBv z;|7 zJb-DE*p2F0yJ(S3C)@ZphnODLNvit3N=|(*>bLzqAIS*LK!gfQ2rM(jCv2n)*eXj> z`xqQ%jkn9q@ztofsEs4Wdel%ypAQ5q?fF)(=88h~dS#jOy)5~7@yT9|pOLK*b+-uK z2q!nvH%4oDM6O`Vy(8_Oh1Y4QudY?L%tQ~)AMKdTzc<29Ov#9bYw>0cY`w|Y7k+sA z@1SHZ@&4Rq@oj362r>Ta;g)y2Rq)Jk`UKygVp_XhLVqklbRY_foHmIf19!^S22q%y( zV`E^?HG>d$qjZz);1a9PCO^&I$vLC0O#0Fx%}}YIn&3WLsg{rB#SG<_MT;fO`G023Sy@Aj-cQ(c?YS@qXKrL63w z^zs}v1Ple9IJH6^$6WLtk&gW#ciPHfTVeS0{n}A|lk5K^npUEU*e{C-D`TTIbE{otp)oX^aJGN$(f@B z&bkHqHFl;wyG)Y_>~9@51wxT+h_hRicelnq)^mm)M_Aq=4T#YSeqZk}1gGWQps6CnC&xI?VFoT^ZLHyHCvp*-zq8*7# zvbv`RC7`r4(}S509vfC|x6s7H(MBDKNVC$*BhU3A zLTYQ$VW0r*_V`ZjM`(OOlLp)ZEDnJv%hEsvfoA4)*R#OMF2i3x9*WZNTZsRpmb&m_U z|BiRm90{oMMcD!g_etxj*>s!KktGW5vv&way*!-Hz?Je{yFJ~k;88(6E6+E80D}N{ zw98QGOVzDbwr5w{;_%jnb?<0J#F6}S`~MY2og~{~me1d(5B{^o-{{$!;TCCkP2 G{r?YcpQSng literal 0 HcmV?d00001 diff --git a/datastructures/lfucache/images/solutions/lfu_cache_solution_6.png b/datastructures/lfucache/images/solutions/lfu_cache_solution_6.png new file mode 100644 index 0000000000000000000000000000000000000000..28294becd75534e50a8b380cfe12155219f66b77 GIT binary patch literal 40077 zcmeFZWmp`|_UH=)2ofN;ySuvvcXzkJ-Ccr9aCaNr-66ptK=9xWL4pkKce3|??>Fb% zulGLB`EYo8n5Mc`RoAN3)m6W>iYR48DI^3u1PBNSBpGRORR{>EatH`WE;v|lN{xUq z2>genwV0T)jF=dSvWugIwH*Kgf+o>FfnV<3CycPZ3~82VI9**k^76s=QTH@vBB%_a z>V9t7lT@h5Ja(G%D~l_-49_s43=D(gh8GVg46|_79Mzuk9GAiG(w`#S4N84|TI5c6N2DmHfJUM$3?A75V2;eo%CC|?w8 zeyYYH_I}zPtgYfWhri=(Ot~mLu*;3-EIanQ-PTbY4yz0EtcvJb)4jGs#0K$e zn!WGwPdCulN!nmsP|AT*`;H0-w;nriJQpA6`eI5Pq0qSJ#2Oh@G-`&(tUQ=RG4Ks_ z7)a$lEZk&kbK4Oslu$>MwW0~bq-fqFtA>x0{DiI#NIA+dih8UJR;9wLaJ9r;i5EBr zV15=;?z-w;YCK#}{Q3r$zTn9(p*N&5fH(|RtR_HP#zH{>f)0ER2LTyj4FL^4g9Lx@ zz#j;RcS+$8@4??_;E#9#)PJr*l^4AG&p9O5pNyZ>#AIZ^-)d$q0Dyz5m7`lhX5j~L zQH$2<+HTqk@_c5F_Dm+`j-~)6FMFpyA`k*zeBe`ifSU=4m%W{XE1#Dj*}rn|fzSUW zGn0}0D~p@0Aepv;GKrX@3xI@+iG_)UObCI5ghar_+=5S4T=IX!!G8&oS-H76@i8-d zdU`T>vNJilSTeKn^71mXuraf-F@ke2x_UdfnRqcexRU?7kpGk;4sbPdv37E^c61>5 zQ?7}rqr00R8QGtT{`>Rq`viDd|5KBL>;E(h+(70(SD0CuSeXA?Hds{PPb#0XwHLrn zN8H*TtR8S3LhP(80{_bY|GM%|jekjM|0Bu8^S?;`b>)AT)Nlp3h&kGWt8^3kr)U1B z+P^RUkDvhapO*iniGQp4U#Va{3n2(F|F_SC5KK$rPaq&fAY{Zpse3`5=DzpC7{VS2 z{751K$9QcB3{fp1m*@jC(JfQ)-(W%;?%Y)Q%DyLkl&Je5AxcWGq$>3WQI`usP-T=&lrut^D zzx^;*NkMpM=+LI}6RT7Rsd)TP8FRj;l@*&_YkdU=6$hGL)D~H{G#B>URoe4G!%_Fx50&UaC9@nWY`UN$^$L%bM@q8 zCkcTe3whqY(jkS7X>6*BeYpW|w2EPJlF!$jQ(yIdh+RD-Flo9F^(VI@ge&!K!xZM1 z!6}gQhMp5nxd*Xwt8AKOB3)1qK7=q}+GdV@px)VFyyMWikHDr2X3f1)co$% zeTV(gbI!IZY5Vi}CPI!NEWr~B+(!EL9s!lp84t-rm;ppXo7b-yE9jlHl?9)7Q+4HRmtu?!uM{t7$!jaJ>FVPa)*>cTQfgYV009=57R7)x06? ztDY=@3)XAhsm7<`o+B=CYX@knRyW(fzmkH7(*oy^uA38tPU(j zU5sRECCSU3AvLG5>UW!gZ-Q}zYMMfpGQrqW+NlCs=!9~)aN5n1;fu6x_GpaaT*ccTBD<|z{ zJoLBerw*0o`bYY`x>px|#)#z@CF3d88<3;eXN1S%jPWMrfIvp|+a6K26TGHLwt$Ca z3tUS|R>Ag3)lH@e0i7-n##Z~)@YCg{V%-*-i>s?SwwUPXZ_U zPq)8kY7O|srKHS`=PSz9E6|{zpqwtYKBds8K&^LqN(Do~)Cauy*ll#UaQ|h zGH%ssx6EQX2sin~`0e!t4h3bT*Z--xnX=ksAY6CNZAm?)xK;^bS>wUC4`Q!#Rr}Uk z;$rZme{4V` z`PPT8_~~6dG9)ZLjOGI5U5k1?Yfe^5L^ml@CQN7^3|`ASA0!1;9DueiL%h^2)X+qw zFwlwf9E!uPcve+rtrPND0QG01{@a?xW;*1XfX_-1&f8;VUTw}?1G93GpK9-2rHgtc zJaj7bjw3bUbZkvDT|Pg&$Pt1FBJgMS-bq{VD9g|->iP|t62!$1HIY=lP8Sl*o~h{k zl)$7)J#}an)V;N2`Oe1l zZqH@_O{tgxnE`Ln*`eBZp@0d8$C#Os<1p#=(HHJ>y-QNw`59_i6wB)>M&n$YY(O61^*XL1Iu+hh>P1 zR0rItZrNsj<+@lha%E3@)%(jbT*u_(0^2*1Td#z*gwm#yGdvol@Dv#3$lBO22y+LoH zWX)!QHA2O}<#q?u6uLC6RVJd8_evGb&(Dq9z!6)k!wmM@JtV0m?G-szn^B`l$^H(r z@l+bs8_44hbfC=?_OYSbba{8m#0%A3oSz{_Rg2DhPl!HRER=GtV|h4|>Ea6?uY{>6 zdrj3oisBA6NeGP-D9DE!)V`$s9{c<^LgfZN7OUosS6{Depze?F z$#|SL1>iUNM+r_Qrl}m2UcUzppzC6_&YyR4X^vtJkBaNNkHBX6Ot!3@4$~n7^>SrM z-`mr#KMKWA@$qAh7piO*XX@)&pkZNc4r_IqBoWbvJWm#DB4c9*6Un9OT@MvcS6UER zSy>Od=UPY!zfZi)Dfz!#HB*x!C27lIPyTR>)jc+GrJzPWLIE6(xbLg)cxWOm>R}-q zM}<@ls3XkFRq980Kp~c$(8`9~$s;b@=R$~IVgMER)UEgA$#Rdz$VG&KByWOZp5zHE zQS9}!$_DP^b&4uXNOXoMz-|Kpdp@;Pu~eB}BmX|tXyCwP)c`0colFy*uVWy%KbC@SvMN5dJF{>A;rO%wM# zU^frsXbs=^>p-fD;S}4TYuoSj;=4-U?aj$fOm*3O?vGyQv|H1T>V)sy_SG?15+7^k zX+C}0>a&0Bbwj4wG5_56SRp|K89or0*yNt#supY!f~57w7@z>u^KgXQzoCrU55`r$4(nN~aOO zx}H0JT1JCx_oBqQ@nIS~3(=ZscThRyb;CRqGgD~~63$coJ<1#tUq$+~DlIKNxDz;K z6HxQDtf<~@m-qMiy!Q>rO-sDu<^CpoWh4EZgNyL?*+^>1>$}JTR$yh@7@H}Vp8W(n zHEiV3ZZOjEtG7>yPo|&hm+uwW!_4!o(weqS;~E;%n~Xs93L&LDDOQrmPZGDw7CLuw zrfYOnUSmCtUf~V`D;=<2pn!Esl}9V*5p*%72VaOI6wQ~ybn29W+q7 z{$P@BgQ>)Pr3T{5)7{eNAvU_jSuXn(tHn71Z_w6myl{A5pRmvEX_OSPzk0Ua%~lAC zO>{*L1=c()lDegf*5E9k-@Q|gkUyUPCy6yL@|t-3(jy|$%`PM0~V z))rgOZ%JVb)Q_jey6aT92|u5#OOiysR^EJmJICd#I^0+~p~f=1)JpUHl|B}ikJ6EE zj$z(!yQpcgNdeT61=?KoS%pZp#8|a-69&Fl3*`TNw3}rcT|s~WXcBY1N%Gbjq@$BP z{8@KrU2JsTQ*idlC_Pdci1UnG-CGndDj=ZUvsTgCDr>-5iCP>V=T4kq{-OQQaJ`66 z{|hXjg^OOfMGHvxi`;luVhW zDN}u+(^6G`M);UhZ8)mpk=5jM+g`Jju3X04&M_*mQU-K5U3Y-6&ib2-hDKUVabF~k zfLFQG&3diZf0cl#>RqIEo*A+_zJng8NO+#nSvB8Hvdqv?AzpDmRHp>nQF(ycSbd+& zRQ?Zt;vqU3va~wbnihqsH}POEogQ3&9=X8PwC#WnTnSSRGcED;NK;6Ts1Jd9(f4y% z-+-*`Ua}~uqzWn)drK5`@~X9v_6ojvH}tiLRJ6q@Ot^-eQNZbv>fQu>b7@9;nK2ic z7EGXqxM8XIpsq=ho<}>yXw#u%^nO?0&MTQ1fGUwxGa1KUh;8*|NSz4f0rR9nhAtgx zFid&qqBimy9hs(@o(sLA#-l3*2cMm2N=?fc6>jn+e zJ0gD1GlGNZ{P>Az`7jOj;Pc9g^7ZX! zbqN6(fNE}tT~26nT{5u(#1Ch>`ar@2;LpKI=2anvVxjdKq$OsZK;+Hu@S45Fk8qMT zbTAEmyWWv#k1zRBY9B|_xv4#f;M4+YJe_V;KLjW{PZ`B2piWaGM`kD84^G&y%yNN$ z6{SRvA{NK$M~zBrY?|2Y6=e#sl@h}=nr2g0EsaLAnkHmEA}e<_;AN`&ldm$&86;lQ z`@cHopH#h*$tEW+u=hO+o{QPPIm`k(P$zbNf~B0v|6$Pr&P0IsrWQv1)rPaunyNln@dCg8x2NWakbR)i^VcwfQCcwh? zbCPwwg^K14xSI+fiV_90$T_zAkn|3c1N;Zv;!S1MMONX8LXU-IB%8vG5?9FGJhcG= zgBuKUv>0i6z>#-z=NSnjJzT7}E^+T`KA!C3vjV0OZF-N!hG`~Nz6xr?*|<|OO$}&k zqK?LM2c0tRAp~=Tn@9yc0fGLc+JR*L<9Wn^ETvcXbnt~kdFimamhVaTc02K=dgUdV?+gysP8A-si~8PunUVz(!j$MxONzFstE{G8co*yt98EIM6Z{lT7{l*}p-5tiEgC zsfZT40W_A~dfy+_7X=)hq?$ma6lQW3r^VbnBX6C3WglxuSPeO zdP^{eXK_;OERF<`2yv}C@+*o`#YUlb2$ZxA?irf6c-CW5qsKic;e6JsAzsu{9u2)# zqo73}-FQ+t-&2L&5F}}O0u-gz_$n8TegsrUlM7|mrVO!vbULCi%_BS+*G~o|r7Pp! z1|D{mm^JSIdPtzskR*hf?@7t!R~A5B|d;b9e#Z0$^Y_lh8s^^twVLzlqmvW8X}G^>-QJWS zQ!@L|3WF=#X;kd7EWSfsovT(h5LCl@%Sxcjw`no9P?c>tc5|{s+H@CBBv{GFO_^MP z$L)|)lu+chqNYgcVzW()=5`2)``SQVWIUG7=-iB4;TD^g9AcMy{wt%HjhAm4(O zfkAb~(H970o+c|MpGyIdb@2EI?S)BKV+%2{;mVr-y#HNZ;-?fLtivwx1tyGqUtLj} zQ9z<-!*8pH+Fe);w=e+!l7HPQ<%^O_B_BhuPZMwjVfH}`?R;0^jK2IV#FmkRxXR$4 z*(kw&jcHdRjL`>hrj%hawQ@1H1O4Ed*u|I!Bf(<#lSP(?Y%Kaxh8PUAdJ2+(dNYe( zQfx(`dZkBItDuHp?!I~3GAews2p5S$9x7!6ogBcrnKx_7@_d{jG-27^T;Z2vjIY&E zj4ga=3|UKMC&$g>QMOLuJg5_@nKiK;LEy<3ZdS%=~1f zsh-z@b#I%y80wh~%m{R0(5Gk#FxRxhaFOR(&nmI#33ZTB@oYn+!HSIY6DXAS(B?>| z^NU{<^`d*R^(3jyd+cS8p$F+!UK{3jy{$iRBFq0xTS*|N{{S`DS{OOe|8iO=iUKgA z+qeJU0Bd=H&-}iz$vJt|frFloW;&yiVhB`<0MO;dgaWqt~X4(>CL? zufADbkZjvR|3t`P#DnV%+H-ap?@eDjDrX<mf-W8IhGrK8Ss)1oyNuNTq6wLgW4vNb4e=?~K0+vmq8S+=gk4}Sd8-%?M{ z<4;N8{?h`ti=0lq9)J2rddX?tB*fnk5zUDW^09yqmnNC~9|(>%iUUbkj=MY3^f$rG zkp~mZLk`=a~C`G_`r>(GqX2cMm2ldZN@!6AQt$1ITljM|6V=V(PZg-yQafo zzrp~{klEbkxDkmpIW|5Dv)=8Ecvhi<4}*xwh9)RCvfSfJ?XrI>mCNVe#POaywa@Pe zO)*E{E7t^Eb(b@&5Np4MofyLLSTZ##F|i{%q>)g2z>}h%Q9}*0){M3LL>IHTrTe6{ z%%h#?>!GQ0l{Nj==V{FuZ_KWQ$e`7*ix-%{L*UT>E#^iqKA}zcy%SQdR!d8SDQnG6 zNIw$zQWfokL9CeQ0G3@-to~MvNPmky_^e*l*{1pp30GB_GQXgJWWHQwz&LG#n30bU z&lQUia^?E^b-cX@Hqak&-Ub?jem8opn?Js00`hH5q-koy07WY$;PS)Ptc*~Er1qwI z)?!YSSBbwjc|((5j!GaAY~?)UxaJs$K^3OnwuUI|#iX*l-h$|(N1VOpaY@jixCm|e zZKzQB?dS#1-(*`4{2;m`dRWN*^>7-;gQ2>wxmV8LM#Ts=s!kYwcFMo(v|b8ql7egk zihl`jVS!os`sdutq`xrzPjc`WK!i&~{g<#4Vz9iHGCCSsJzye@q2ouNUMTotK(x1|xV6bBVxGZSHzyT5bL?u|V+)nv2N_x! z7L+^@{QI$E26aqK!1L{xvgi9(U;A|Db4g=!$E`%)pcWfQbIZ|Njs6Ln#OINdcTHsw zZAt6&eSz@T8u{10Wx`I30)V))9Y1!gpM4r{U4)hfwO}x=WHdJ+=+5!cd5BM-$CukQ z2={GH=Sv_m&uzZDEdL_JyKE@26^Pc_?F#b8n;x%~M**eHraOW>En=jM>&B^v5%~UG z=#wlsX77M~KFUG82=5ESi!mCz4fN<;%VPU9P=s)N(ZE(}`656_RFVJC)p_nP%*vYU zcN?_uODgC@%aUo>_{Xow@&$WHFo;{N)Mw@1X#qJb<44~^xBP5ti!8o%IASpV71AF` z)IZ#(wm7;WBcBLtQM{`=uTi_)15c^Et%av@>zQ0_e%HI7 zHvb;;r?$VRHwZ?LsGd%>1$91ZCx*T?_4CQ!eq;KzkF=c6_8ne|&EONGZZi#)QeN!N zPz--z`*70z>(jaO=}%U(L_yj#8sId?JFFMD9OPD}W$HQz$_Yp{EZTjsq3lv32f3&& zm}+GsbDS5R`g_ZXkJB5kH|$%*hrtW3YH6+^l_yvB!JW}#^1${se-1!SGZ8A#L>s%{ z1ifE-$oh!6pDw0b;^A3_*8IG}_7D2K;a}u!Priy<@F8y$5kp^UX7OZoeBo#G z8-boedYIVO7sIoR4M|x!8xc9fT z1F=9Jn+V2Tpu1iyg3D&lb>dD*it^Yd#q1K&Ic&2g!ttErk!+wio7gU@doPX~thR7| zDFxeOHhD2T4`1N#m6o5a_V|sK({VNnl@-I1?gg?%MMW(3D;z0w8VF0Z1_R4YmNUKn zzRk8v$e^g13bnE#RiG>!99;j`koPJ@;_z#d;Gl#@gaWAN8N~#P1#u^{}l^KivFS*8uGo zqMvN|&L!{cf!-UcjT^Ri2Jc;&Y>*YPaH+{o#h_Qq5d`W5I&G*RsNMxHn&2*9skJ>f zy2>zQ)5{&VruK^|9ap@zA^n<1DPLB8BRIm3*FHROm;%y4IF`ebc1Ry`0!T@=Rm*fL zi(SK|%{B`-l}j6aJ}DzD>}~hoNR!kjI4IO;lOH7qm@fAfVKf&3lU>g0b`IgCD@G}Y zF4k)HrVF)K_JP(LsJSCzO7FhC1QW@)(*&Yi9B3UAsmWGi3r1XCMtLR{GFL4}6n@M%%(hRFQH|Z{^P(A4WN?c_XLj6xqraWG3O} zPnpg5QJ&9nhN_jnMoB}h2XVcxAPKXwsXaE#LIhyU9&s1uZ`j)Y@k#6)T|L|) z$E#}>43zN@4+XibIm7yc56Fb^^ZE!IPcF>gic>g8(t*I^U(EDF#yc_N7X^lCuKTdZ zoOkB$L*kzrS`wHB>_<RQTKt#Ov#W`Cv>c@1T`G=?ZxB#a<)vb6bVO!^|t z8r@%;eSH?Z_Om5X7L1s-RoY5ddt)K-!ml_zzIVeVGRYj2YE*hrRY5eRWTu~5vG)3dc1w(2CqCVo`IK#X{0p4XWqQVn+h=8 z`$l{7t)RLX5^JDqCb839J*MC_x&CBH-naMRX~%0T0_A2(sk$Oe{qT6e>{%(hB0bWyvypCT zEG(%4!N%t1|%WvSQ&gam3QH3LEu9oZr$V@UCG<`yHRIP1<$8 z_;s|FYXC`XG?^lM4d{xDmSoF~*x@F)^O`D~?vuwuOREyC+gvo6@FN?T*CVJqwHEzk zDYt_Jc$H-cvC~5=?l9;4j4YX4lH4aN_lTOCKq&s@>MOVBi&bNpvO0IpCjw`-74gG+ zny|rB@$?ez&f|z=uUqLF{5fee?5sACG2$M=1rred7^kPKg7%K~O$03iR5skTCohH9 zj*=3wEVGu+-qIb8j6bF;-P+Dmdm!r||{R?B0I+Po`Sn4S-FfoqdfvB8x*O>#TmSXQP#H2$kswCin#dY9lQr1Y*S?S#cULAt8U`+Qv@ z_ijc-P*KiCv_`T|?@Y~S#8T>9wXTMfbQ-vikt@a!x-bM5sz5KcjjtwAEZW zk9T_OuQSiqjviC6eZBj%z@!%)dZU4$;yEPAkS{4=m;%hj4q1xk4Qe(4QSa2)rxkl> z*JU-NM#!s6=RJ2Ut_Sjy8U?P0Q{&QU3W!(Z zZ+j-_l=9EwgJr`M@qIQcph+WKMSp{J?jnq_Rgdh5niFe0(0Q_3zK&FVgQvPquQ^w@ zH1|y!BN_4$$T*tAOGIZxNXv0!|9ZcySGSP(?)uG0c{*9%_)%L&6_F0c^!jd*GHt(8 zJg>n-XF<&FZSw?%)AdaTu&vDefsAcJn}LXot>M$`iH2GqH^3#qW#-a45!lVeq)E7C z4>)?1Qb<$HEklX<&=l`e%QW7S8`B?@gLCOtgOLnebWmfaku^{2Q;F)qjX&JjESeln zcYPFAhgZ5OHx=@?+O)B%@-qa`Rz?Fr)?zOQB1UUg8!+0nDa~<|H!EY}+PJ(R4OGNS ze8B}d#|%R;YfqzGQ-f7@n-Wn!5`as_2X1^+6q*RUR%o}B@D^!pNKj*cG6q4D_|g3MH( zg-Q+1usOrWqF7y7u#0@Mt4t|>(N6&!hU0(5I`IYk?l&Ed#mzFRl(BC4P^VQ#gvFp; z5H?XlU#F=EH05=z7!%!2)A)|J%Gh=ED#K>G=E7AqZ|F<15OVcXj_%Z<*da7p+oX+t z|65+9yKeaSkh=(#+E}%}xhPrTv;TxzlvtsXfiV{eT7* zjGJRDr=`0XVOci~DRDeE)(Xh3Ch5zkiKr-liS8zuu%TjIa!VVl2~LXRZq=!18E6cs zq)8!9P3$j;#W$fk`)I07qay?`(h|Yt%X<^ScVV~%&LM8wpq)>vD|9d-23a6=#)ari6j*Pe+#Y(uO^#_Z+i&co3} zB((scNXIw0R-Kh^FwcqL>LOK^c9oTBYfN<%;=vIj++i*@vQlY9jb%CGAKrq`?PjUe zyiqM)@|@;3#$3&ncyC%PWtf_AAnpFR*rpR`%F-ql$DGN@(7C|(Rq86(GMU7sxj3%y z>I|vY@w;U}#l&VI!op^(>#Q_mH~;`IqJuZBX+$m5jakX7skl^?9$aybGeJ+-aC*&i zBt0fmwl|fFZ>qrg2h3XRPL9iXd+W1-hS_}MdqcnQc$Z0->!9Jn{(8vil{C|xa<^P7 zldLqU2{?vS*;k4gRi0cEv*sP(bp|Vq>X%>f8hVLT>r(k@6_BC%9NBsaKf&dFMck+! z1^Ki|1;Vkd<1sHrl?x^y_X17l0>BS$g6St~Ut~ns1JMiB{qSAW3T?iR%r|v~3~ih$ zheW`6@0gOdp5#YBi)FB9C%uT@Uf zyX1TC@%%RFytM!;Wx1XozS-s_Jrg$5NnN!y{Jay0wa?x$k%bgB!$}Phb}0e^JyZ`%i@B)+87t`CKiSE&l^I``?4(ZEwEDjMF9l7a9d|qf5_GR9qcS z`??y;Y27xF9`Q5N=ef%a>30X;#F-h0b@ z*p!MDN+T)+XmEXQsMzGSg;@Dw5jhkrq}#~IhbV(6^z)DXDeCZhvfZ(Y6TMFDc^;Kf z=815YMbqCLm!ML5+u390d0rM`5xPDnr`K*7w(1O%Y^V)6bc4g3Ps7>%3PuGJZhiS6 zp>ihJsnfq{Hvu|0UO59r>>thiDOfWnDU)UFNDKqSzo{K7 z7$nC%u%!H*HuQ(&;qWy5O`M(nz-2R`4}bTb(;wmgdyCN0{r^8`adewU8-0!y*W3gunMy%4lMT?w5*(}L55~hh?#JrG=%xrl3R@?2eUjVX!u&hqs&gFCe=XJJ zJ8J!qXyM25gI=Id2@b5)XBwY*Sbk=)%$pPk+kRA3l+{WzZ7NDOoVPOE_iW22Sn}Lv z)C9{Ku&aqix7lh%(fpJ_%=q?nS*NtNy8ImNPh4gKshD5eXQs+!a{vzB>V5#mhtb_4 zg52!MCSk^w>;h7l1vd}y0^K^f5BxZ1N(W8rQh{Bj;B%r+LBDgZn8ddIymQktVpLUc zaUw*C)g!!cr2i(vHsH~~Kq2ShpNAX*o`(WVhDnKF|E9(5Sz!LGg>D(}&!`~+g$y1d z+#@4`|4yr=0t+t;W)lBRw8g-+5bl_e{GC?yN0`(3K`3mvKjDX@Am5lWS8f8E6=ePcz&20M-F~;{BnZ)UTjvHt-TI1Et?N5!Quazn!ES+ zUIgGs>RHH)Juuu_X{gew%R;_P|MQ@&Ns9DV-!B;j0!M|Zs9+;dh!vgJ=8!4YIzsBw zt4Chy{A0P!{lYi7@s^@;bg;p7b5P4?1W_quiST_QN5jUB@Z9iz4-XG7S;USEe@_t% zj`;es(Evv{Kp^1hH}`L~noNxu+ojs=WF?`mP18a#<>fSt+0(*r1mM;BNbtM&Z1j4i za(~(y4li)~)6DDnazt$q1s?vZlJHB)PJ0>Q&wy);S8hj2A>UT)jgwUvf9jXW1jIrn zW{WH#_hZm(2Z`9x9ynAw6ucHH1n*M#XqzBo?mLyk3x|v>X=ld(Hlg4MA|E&~|C7?z z#sM2~xx{+2HM+~*XfSvgRcP4bv%)H)#do4srbw!kC-7^&0v+ttwUf>2qu4@+#$q;% zMZ)JI(W=$g?(yMl1Wbg3o%7mNt6&sSE~o|iuHWsY5~Ech0vU_LD(Y*v*MTNC0Coj5 zTNW#1bI}-fw|ks{op~2`n}NGvxJ0AZ%JBK~XOd#fcd#Est_~(I!LEHX@OKs)!+68! zI~0L}m+>Df-@*``!An2&YHbx?3wn*pP;#j_x>0S?or5 z^Hh;bU(5?`^FplttYRvihU|pWYjW#p-`ndPD6Lga{2TC#Zl@dV?eEpH7BS|&XEu-D zD`8*oxyisgKfG=hvQh{Qp^|yuz}39IT|VGq;5-~9zE|-p(Pp}2`D_dFtD+qft0UL zmQX+m-A`v-35w~WP`%Zh~x~OwYOL*8$#rJ?ZE5z`r&%cU(EiRDQ++yLsQ^QwRD&*k;y`1$ejmIH)pD} zm=#E|_M5?`qbW^^WPLp}P6t4{dzZ)t7`HkcmyT+O1A`CUlV_pFU*uI+9pEiITLDl- zr(lDS_wD$-+(a$jk%Fyj%`Z-H(*RB!1aGIgJSxjC(rz&QGfZ7g3!^j`m!{Pg2MD*g zf_pgztWI11zC8e~>5rsza~ZK~mk@Rk){I-d}n332R1zL?92g`~OZ>FOK@ zM4_l$(z2Nv6+$iSceQmL6IE8iVhw)dPQ4!#9xD*ZG^d38A2XB^%>Kj?fp^=W;^9>e zrEY&;X|c6+bOP&r5X{q>BcwOn7$o?9gY8O;L7r;p8my6WwUHa_Fwb`@h^Qah_Dtej87vS1FN3RS3p7iF6|)o2AjJ(nNZDePXtl z%mTEQ_kzahvsyk$l9#+gMU3XSXtJCh9!(@~iIc-H^0tsb#e`A+CZ35o5h`#vdoSlb z2t{7YOSUshPMEH(1}1+Mgu8*@0pN_91eTbUtOs1~#ogT!0tGp3sS1{qe|2|3^k~Oy zUZnIBNih%!kHabBU;1Pln|ScQTQ8%XK}AK??Ja%lbU!KWahlHIRdbbLBTP54Zh}Q7 zi2M^WRoqUkls9j9pir!m=4{YG==aLT*L{asih>`+CV|k&X3JQ|P*Wg#NU4d@K`LRM z(P;d&B!*<*sb~-xk3-s*Cg5Qod$O}wqV-;huWt|G_)mC_d%sJ_nBGDryQN*8ZQ=)R znSN^cQN-L2FM82#0<&L7>tw<|;1+S7&CJZKkWN_6sCuVh3pLP1V!E%k+Gn+>D<&N3 zgdcABo(tN~i{bgn7-6W(EfG#Mi_2iK9(&eG9Q@HqrlN?Up9CoU@T0^H*Z{dss9JX{ZyU_8>k1b1@^>bsR(3Pr zXIpr9aLrB6iaqbdP+8o8U$E8|p59$(a?vtO`t1eo86Zgt!rc9fzCl)6peZh9Ros1g zwNalTzkxo)AhlvR%f9_6n}OQnGi7kKtVoKcH`QR)a+jxLv;C^()k4}fGww#xl=+`E zF-p~aJD7qm#>(b#dRL@O$udxsV#{0K14_hZQ(2C3%&*BiM$02;T0wp>`PF;W0ks(5 z3F0&)umUS#tksfz89|{G~?++(`^dmX?1HU)gwqxR7X@ zzBAM%HRyo(JuVvNb&x6}lM1)v#{5BdNt&TWSbhgu+<~Lw@NNzM_QMoo{q`1XwTe)A zZ5o69r&Q8=u-2>8&K;E|>7}dh?icRn z6RO-w>w~;CE8@WChTB%E+y?o)B(EJ5OP6_%n<0w;iY+@RHUS3^e6oozYGwfiVKhx1 z6{=A^c$12?kco>tAHwB15xYg~awX|>`iJ!iS4yGsM)?Wwd$EExp%gy6O0#Cx5NcoI zM@p$c2$?Bwsu{>G`n)Z&{kL=($uv+~Qv44gqU}?4h@ww!r2!j9o`gtv50E)cgI}CA z^-w!j2=pAyb8MzSPVO>=$lP7fb0N!5`a9;s0KY7EOTgv~_!+WaZXEgm0>8R`fLmMVtD!PY@fC4gUbd)q`KZ1gZ6$@?=Ta7}*Vk4PY|-MP%cE~CEBSkZfFH$H z;JE{ROt78JFM8{h&fMyu6s9IeiQp@VL{c$tvqU~B?62fgKfyi|St9cd>`g4zmzel$ zF#eUARSZ~Ti>tGXX|dfIjLKsEQa3+Fc;j_a)7DISQhkj^KHva4<<0s)a>hApe0RRN z`2&D@5*q8Ijf^rL1)lHJ97NFNCbUI&?*+WQ+^xhkwk-zlQ$gbHf84yD7k@OqJWLVd z>8MKR5z;ga7=jtSp0%S#kvb|}Jm=?I(li{4&pZH9IOdys^nJJryqe^uJ?`uWeLPnBu9wLnYN2xvHWJR@glvk3FQy2|@4qFw&|R8G&ZMEy z5tfW0^`{U8f>%G)@R9kMf{F0zvty%pWuTlEhxHYkBP`#;Wgns;(@xKG!%1-40>E32 z4iQrYgTMg@M4}>(#<(rbl(&!CxKr4Pl=5}RWW z#=O9`QAky!JyWIr2wug(YXt-T z+7ye%0$$qLNPb27d%34X0-pP#*FsJF9YkeJWo(7j=SM1oRVW{ zB$OH>fJ#(JYFcJTX zkkJW&z?`pk&ef6or$;XE!0V2l1J#EA4+{*(I-dT%q94r@L#*i+`L3+37*G>&u_Lz2 z&dwiUZPbPFg?^-t%rY;BMyt;)x;;DKXYjh~9r?2xw4uJh4_d@G$Gl$juGf2P?qbKn z{iZK7b_F-sq~E5+cg|5XclTP^%U5e)eF9Q0hrTesH~PBMQ03$??LF^Z4!eTn7$pio z&|c62btOB!r?kbA+7R`w{?@+h4;^PD5QN!vXlyyEEAL}L6pcZ1v?vRm-xphN%Sxj{ zBTScG{~9#>y=C=sE~^Ia;%+2Ck@3gxfJ47#D z(7=Z^qZTNa`xy&km`Hwb7wV)1>FEt1YAF?N4*F_HZACEW8--(c#<`w^X}=svKC_wk zmWEO>k9KpX8AqvNtai^66yG6xM!Wb>zamea3dSpvuWoH$=CZi{(AVc9u$kgJHRlm3 zXNOsSY1~f547s=nRXnJVwfm0S`tj2~qP48Ybt(>n&(fps=w;hZ!)}}Zec@)^PtaU# ztoe|uU}%tltpsAqw?g(Vrz?-@RXK3jo15SLld2uhM^lY7LMf$fpyOMA%BOhKz2e_9 z{%aiiaPf`N$$7aa+>V74KP$38yjKfl7rT`;_r8aauBt|iI`MOb+xNSZU$r~#SYCfN zj}W9Ke)%zKwWcU7a$3U!OfXVPobRYY&3Ktc<_L6UyUpXtCd+yM2QiUUp*dB-+;r`m zU5ey7;4B>C$8Y5qU<|M1Rsri(qlcUq_KL)kN!9Hygh>3+@0uhXlub`M@WFq1ggUAr)ZVzd=5!3;P~@)RsWyBz0xGfjW5sx5U#ARGg$F}~9) z3utlCR9)0iS(C+VZM`UKK`TpH;CLKXaC6kh_IBA9zrstc-@kyrR(>MGM<$x9Zn>dL z8{R^mY*6`qXA2O_N?a764EPNKHut?L=C*nJw9F2%x?34NgQgXQY`Nes!DK*0lX6QF z@%Zr#YkLql@Jp}|t5=T;Ysqv#5X2X1Cs2`Ud;8rl z`ceHq91pfG$Ji72Eft%~b$ACPDs^fp_!hO8*wA~2;5bu+9VdhY7FGMs&&$*6178t8 z-LMU{_}Qe;2H(7o1MnzO{dQ+6C2DmSUK!Wh@WIKO>@d_R3Uc|_cIb-aY6-SxUz1AxIO8qIdo^>kFOO+Y^-R~%)xf!xN6TVN`}a4VrN zfj!DtH3Xp!W-G;)=r;{7OFg=suaF(eC8{RP0fo49-1K!1y$;zOt8_}s9Yk0mkxhvS z&vRsmQg!`AoZGfP8!Z#sNT@#n!w7dRh=O_XJqk@PNf?N)(6|)*kWiN#jhD|tG;yPa zk22}E6W}E!CG_9Ft~@e(D0-tKZr~O@6e${Xe&QFrTPJ-hK6HOOFUA&~=~P_6kcmM# zTCRtS^o0uh7hENAg>P5*lxovbxlY(6y0|@+3r!%m!!W>^Jp0-E zzw5m3*Yn|2ovtqE>SDUrtX{p=E!X`6e+L(%B}8iLo17arjLey(yofnBpOAKMBz3tIXn_UV-Ho*PZxeg|kn0s*0?FpIG%9Pa>PT-cMLGlqLOk zphw#>D8Jee`tE1LM`t587P0oZ^r+TuNuBwnHo{41UZDDS zDgMz_du?*n7o(KB31|upD%=K2go-cHwp_F~-fzD4`ziJ&6Ku-@fjpV=HJ+jctlcr* zHmrDkDJ=QKN;Ie?dEKNWa%o4BFI(-nHLUlln{{+m&EFVNw;aQ)u3|PU+$^=AF{m=h zCxaZQV7{@O@;V6QWjH`ZX@)dAvK*0C4Y+BE_5|n~jX6M~@{!~ntP`V@00+9fDO!Yb z?`RHmnd9PbW?xgQ17wry(@(9uRENJSYV!El+odFLgR>77C{!W0$dZ+-(R6ng>)@U_ z0)l}uR%Q7(@0KhgX9@14II|h-2c{xe#Xx$!n;>eS1lEqN%Foju)!KE|um4ze-r@+& ztR>blx;>w~WS^7yP%&Vo+}NeoVSi_K+n`VJH__PR!>h!WUa}Z_mur=~?i=~?x`5Y( ze!rLh_jnHZPpL@UfhGw|<9G&9wGJB~g8VCUyn#6-SC z&C7mE2^DjzlWLlvY|f1!=+IAT2RljK3pt$8#HF&IJq{$Mgaa<7yXE3Bx*?^9vHP}!oYZxL zoL8Vz*P*bOyl|3){nLi*t>rCU#!DRLOnAzU^@You745*x)~`fzQ#_%Fh3CZ@YO3pX zgh?D*+Py9;Y$f{cSjpoH_+mvJDqR~NPGjm0vll*yj41`P;5>c{rbo<=R5NHng>XWw zcn$OXeg2afm+kxL5@QFceEPO#?Nd-e_J)`# zTC--1w!>v8a^=W{TiSyR2(rjl`I;@~XdJqew~?W**p=0Wf3xVt_@l7${&;^zw@6$W z?%^0GvZWQ+$;o?emHy{tSi?b{E{gJzjpNafKilNn2c?BLb!^P=TrJX%~{XwEb2$7d1`g8K%i2Y-W!VkU_!lTw>(M!ZU37W;vS65$nur(P*$<{37P{t!3WV7Yn|(KZa7k8CWD#1GZxs z)zlz3=xrVwOp9`LnC2cCE0~nlsdPL=V79(k4zt#Y@6k}7?!2#B}2$D#htE|zOxS(mh$*k?hAI{dBA*g zl}bfORYy2>@Y0r$0jo~&GS->*XXwq^gR;CPV%{8Z-}%m37>|Q9M($6??a@h5&wRAl zRQziW`|D?#Trj4C%~$KTf1iZ^B?`aEf;axZyfi7BKV=sNR%x97KG_EM9#n}1vj6pD zUVSluC);d@4E~D7|M$9IIN`1W_;Vc7zY`%=MDT1|nq2bUzcV2}VuJHNL%~UPA&H#E z;-4XcfuE0h$|uV_y)OOCNietA9M(ohqdu@~kj0x}%4Qo2zw7#7P_ANAwGy8*=Oh>0 zB^mzFA;kGc)Ry*2H6nf!)b-Re4AMLEK9Kh=JwQ4IRdoq2$F|4m6;JdnKJ(CTv2j&?J6gPH zqIEdF(Wx2YIsNZWin(n0tN)LaGV_a7Ok7lRV!%>w{V@BY2IWj7B`u2N&Z@@W~5TN5|VMh)W+=26Yj(Y2@Tj_gkNvb}* zo7w7HOE6XWheIJ>Os;@?v?6R@LV9XI!trL&x{UXCoy^Na<1Qa8lR>rF?-Oa&5}&E{ z00R(FywpUf!?15AF3u3O3+~`ZXN1;w5CwM}dEVElmaH$q3r23}?VjQTznYzgHs`O} zC%vXW!Ww)Xqg|;^IT10uHn^P(^*#bFkq0Ftkd(c~2Fp6#R}7<0s50UhHs@%p`i2R& zQf~(F+22LK&qztPyj)#Zd#85N59vwk+?lesA{P?_64>CT$0$e0j`>7nVGp5s6w$Ps z33SxGe@>M>IsC^h5bh(QEAgjQ9gYX$hsvE))hKbE8xwlM+K3YkRdlwrqT!WZe;flT z`ZZk?577EcJA-@L@0ex5+x+e36K6Qio$O~AUX!iTs<4w%D&4IGcNjaFHcQMsYmywu zP)DQm&5J{Ew>efdUr#lba{J4;jNR21&axDi_-%ex3(z{j_74FHu_6P<10D9b9?Epf zf<>?J8BQ}ymz(2A%mJq$(2}GruK$^_3tzb@M%4JvFZL}-!DiPK`qw=M9~~yu@53A} z$g*mWekwI5D-sUQaq%fz3=qa_mJO4?_Mfd!f5{7XeAQTr^%?I2u3nclR>nF2SPO2& z<(~TucDLGZ-0Z6U(AWYvv}RjaI+@zY44hzd;Ml-s%f=gq>L9!RwUu-Z5vOfaZft~<({bzr!&EJhOeyoUl1zy!%E##1;#VqhVPi!H2mBBlPl8kL<}oc#Lq}EjxQ796FKAh6V{P!f~GqQs`^EY08?*->cm~P|*05kKhhS-n!-0(3E$I+Ddk&PsZpH#APgXxcUT*oN`HMTuTF#Mmt{;3TjJn1CY?s?SFib?hEnzvZJKz$1l zy`xgzqC*4t%eDK0aOO5_DV6W!r3y9hMI%UXuo!3bLRfP9=xJik=7&>UE z<402ET+C*T(~Y#)9M3Qr-7x}jFa3)zOVrXKgM9=|2ySySVA_Q+%LM%u9q^*hV!NApW<%6tZF2dDiN{fvP`kioj${0M$FFy-dVbM z1Z@u)1r&(@(3gI>D$laVf7`FNfcP3t^DGCs`n)E)YM;-Xtvqmx#7K~n(lEV6+vRfI z?$#EtlF@DEK5E1;TuM4AW-j?A|5fQTe@f`c*oY&rx{DRd`2&g$qsI!+jT}X3TODjw z^tnLKJR$w`YI~dbOLML};gNRPusQxICgRPCSB~Cya3WUgX?2%I^?OonO_Av4C~y8K zxZv9Ic4&GZSMfF;F`17k+tREf@jIYCzu(r!gR>Ea7*@6u{-3||QZu0a`S~c9d7@f9 zHkC{9=b@_uzq{sAaSNer(ZxS!cS-myAOCVK#&#M@3{c9iDW|UW4uxZNN1kRi`+HxF zd}y_mr{`gu3jjv zr+Lag%By@Ihau8saN9SQxA#f50H-4s5}il-e)-iJO!o%*f1D}I4fXc-8K9bxp0oAr~Mz@DKiT8$aCy?_hNoeM5v<~8KwN~ zU{JnVE`diZaK*T{Y&oEraqZlv7Y0I-mWWC(InDVn1~2Fk6()}Q;@4&kquS#tOCFjk zW?$k7QvP;pMAz;+%#v@MB9u-Ox?GD)UVKBRB`x<(tYL#$X`Ul0oigseXmDWA;`)nE zq(=R=-0?{eSGwVCsKlv1f&b#M=ub^;>6ciWEY^Ug?~?@;0YcCN%}EH0cW@b&1Aq&jM7kh5qcG~kdT9CFvA*Qm0yuu>PO z_ulN;G`xJ_zyWUf89a9*`^an%Dph%YV|icfW~yaifU5Le=Ff{Uw;)%eCE*Wu z>-8mgPAF%8J!C0XT1+( zkKk*M6S~>n-lessC+XNPkE^8H|FIo|^$6fWy;<j&ro9s^+9O2{f4qA2zR!iGCbf3`gH~yILrJip z051Pg+hMZ_8GErki}s5xwaM)P8@u}t?%%7l=s1db{$uan^1&@tq7*%t5O@P*?^ZSe z7#Tuf{$uLC;SN2<%`hFuta5QzR)qe{gASw8+_s_eO9YLdiY>vNov1~Z# zlhE~s{a>(-6$jinuAjTI0sNPOqfsVE<+eoqkMaklg#Q9#OwiK<@d@z0il{i~=`k`P zp_z0-4{u~B^7q9t+*I>`L*cn?IO4pFe+Thh`9q3x0?Gc=9l;UuBi3xKA{FTZ`MB3E zt787wzii=Ibw|}-!XK}{84B=9dQyvS?t?7H6EMq2Q3U^KYaJqjf$ns2rY@u@hu@J1 zu6`MbMa*g5^9e=B^Dvdj;{ke=`r6_Xk>}OE4(uf8sSnPjxZPg^j1+yYYUgM0lRMMf zZ?qc1%`k`_Z(b5n-7d0)K%x@{mV&Be$BiFN4FXS?8=xhe11!jakPGgbdC$$g@7O%t zU%jskW|Qaztc4wA8R`CmTXDYn!luWGjJykiq&2zk%t?-Gb^3b1U>6hU@Di#`mJ=p!;zj?6QVq(=f$>as`G35Gg77i^JN%hip{dT(YpzRocW}5OGy+)mtq8J=tNT*vY)nbCz{f%Jfd7o{dV`I-;%lQB% zb3=q<$;X+@-%4Ly4^A$DPGF#MLh+>FW=Q#}X`p&1mp&)_`A^V(`SKzAr@MB5+;6L$oF?MB_RQ4p zh#&9=NHT1M*NK%KLEzj9&yv~31N5NU<`vIj*FQop!BYha8GQlP1&6#Rx$q_ZIoZoN zrxmmQ1IckOpIL02v-S?{(J%iqD0xD<;j)K^MR4FttHQW-+SwZ};Yxc@GT7fwV+Qp1 z-1PD5{zX01-ig_e+xCE8^XwmQaaBetx#Zk>YeuUI>7}-MD?U5gzx>1h<0`hUl-dbx z6ztgly{8opA}uYgK|y|+F$kPeO-CofnCR{na1Lki;55g7y-cZO#>o~pOJg{bq|ECo zzlBBgGlBo>udh2rUbvC-F3bI#;s5{iYPYD4GqLP@&wsu={GjSjY{H`=jo{zk8Ug+g zaire=Arb!B=l|&Pip-5h{ZFsM?L_#jf=a`U`R@-O{Hac-blm>8OKlzupEQuZko@Jo z{56$yd;DQqumif;F06)NnCubd=;r}-n_E$)(B_7_K`C1#bfA<6`yxsiIqTc=c!^VG#&E|%mH&H3V+bEh30(KGCE&hE_*YAd&`)mV zsOV^!_wVz!Xqy3$R(CXFPGczjKJU6{TwqIj%zhx}QITgTzdtlaQ7 zhB3^&v(2G*HRjU&gM;atE$*`4!EjBPP1xPVF}r;FMYaHdjEv7N7>*!ukL|Qwgu!hK zT(h7DkMQUk*L4{_rv(k=KltqzzwuZ39dOi@B)_DHajDs5egnS#@HUpD;ZsplC&2GP z4;P#H!=mobRmQ+q9a|++mA}b*|2V01!WlSIX#qzmZBXkdDJd%r%73qIk7Z1?c{n1& z8BDh~?^e2kB%N0~>?N4)!r{1B!?$F8aXE@CHlilk2wZ7GqQpoU8r^!h(kPhrPX#_4 z8kL3<u+?K;D7P?NrsoN#hWzRJ;RCpjG2 z<5NiNcx7BMM%SxwJ z+n-^H`^=)M*!QiVGQenFV_ew#G*_3a79aBo&e7V<%e62zS11er0KWGi{(1`+2LLy1 zNn#{giu+!6!>P4~%@0R!6q7FL=;_DYwy3_Qo8>r`J7v2+{ID| z^VA01Uq|7qPn$M7o8))8Cut@vz$sdeRXAWilu^bTx0b2>k8>mm}Q1ExJhNG)bq!Gg=1TZeSfP!=Z8} zOsp%!yezMcehh$FRSHGQ$0X}_ScyETRcRF7aMFxG5)ROEj8dh*QD}!l2I|%(z!PM( z^Xb@A8wCks_mb-kz4@zjsW>uPDNI&oeV1y~j{Ns8-!|eDy=|Ccoss8I>Xgzzmw6WQ zrcl0YhK*I8du~2b8b3e3KPUF=Iuxqs54kd^yB4(_U%me|ar0q(Z?EFF&o!XR5&re+ z;gssrMUdL#I`tzhWLP#U=u#nw4{Y}Y+{*y&{jPKga0Egd&F&jx$z|-DlDuirb4toT zhBPGU_?lf?n|b2*dPztg7)+#hb*|&M{H%G%xg3zoq0Jn>d};WE4Q-q6bax^7bV1-j z`TAd*D+v-GKmj2yWbNYdrt9gqXxD|PdfzvI@OSA334c`T!s5|?>+CUm*UllpF-nPNj4 zVds_?3X>QdhCmEeb4<;Bi0qc!TUvMloC6z%?}~O0 zP^9vTt%$xP7$ zBu|kfzqqYYRD~#Ze=|>~-b@INx9M*72Q|M^lQ<2*%M23`0Xb_td8zSDD zJ#Lv5of<-x95G5D_ni>Gb8*Opcp9-7+)=Cqptpr-UT(IYN=aQiZAi6vB{WUx+8wK- z*DFf`5Z7cgA8#ljXOxNs0O6sB?tg7tBrUY4Qw220F~ft2Z&_2=U4VDndsXen=`ze9 z2EcVFtyLjQu=Un+C7uA#WU^z|Ia}9x9SnGv(dC1QV*rFivq6lUTN#c_QGk0z89d|F zPta<0!DZLJ4n7JQh3%*B#bOLy_xBwW_Z=+A^?M;`RH=cx5rKBT_e&6o&%y562D3X% zfg4Okkh?6%u(g{<-47sY-d%=s`%#l|Ti_-+MCfx(VprqoYS5f*z})3$v)j+4{Z|KF zj|Y08&E8lRtSL}g642?$^*UaVkSglT1zgA`M`BA$f}yKtmUh7bt%!=7Ww_9bk+ON! z_aN{0c{{`LpJ%6%S^EN~5_;*^b>j!-&AA&jUbL-lMUxR4HP7oA$9X%7U*;SDn~R_4 zX%|~V>P~1Fnb~L#JZLWRJL&YoTo*lpXE0hP0-VF;cu&KNZ~-0fMV>Wu)u_;3W~B1{ zuHDTcd~yIhJ}46Gx*NN@&N}h8#qCY-8MS02w|bA^1?^Xd z_5U(GH97Is!`)Bn-=u!JZ8Paiu3XnNzI%c1cRTR}n_%Iy(X#8`R?kz-JUL)&2nDm5 z-HovDrGXQ3V82=TtnCH&?ll8nR#!>h*Gq~%{CS%$Z-Sm~>>*08{bmZNbaM2n52>*X zX%D}s7ASU`n)8w>Penxt#9!CARXX_{7#TSW)QdYc_Av!aGpVWv>}wV4H;reVFJ@

|WS|0~W#A$q8MzF_U&*o^BJKZbR26du#)@ZMXZSgd3lj{Ck=s43CCIpj!1=DnD}wcxle*JX;meOIsDTnk+UC(z@bLQm^Xj3FssSA7jaSGKD(Y>tk%e(Isx8VRIq3^xlXR;~}&&{!uHT{cMG{+U~1 ztH%$uQ)u{R>&1&tTzo)AJXx4ai@Cl-Hafl|6_i^>0KJT_BTY@yt{mhutV0Q~p9xmR z9*qWj0VjTDMJ7U?4?Wbd9$}28nX5{Hj4^7j<(dTfr=;-nlz^t)Rj#S=_#X;iLjKtf zsE`sg`$*Wiut(%CcqKM@$p(W8t*rx=H>u_s6K{;)e?H|GhfXB`4>O1xyc*whk(jR+ZWF4vRhkst z@O3YS9I;k9|0-8v3K`8E{tBAlV%w7kOe|dBeL!D*CXwFe2|(omv!>e z)E|GVXD8Z%l|kg6tkXT%*R63o+~@&|dkkWLH{>~}|7=uKBtna*SNcv_@~j`>Mt1vS)%m0EuG71HVNp~Z!AiNc=i4ALHadNyP#Y}J|SA|DBQ`B?W5gV zAbWz?zCph}V0Qa$G%*gka+_2Gjsl+C1FNaa=J#Oe zdH!;dzD>$XpjyH7689HPM#Y;ICJCChLuZcoWct(VfnHz}P!y1Sz2(vUqEZU-@Mn!2 z>lokMoE_XVq-=sZDeDyvc=@cjj=D?xtmvPwy|cJB&QjSyZcO&Nh<;ZLJ5t=_vp997 z;)T7Rlu*TQ-+=XU!FsJdj6_yk^xo^SXn@LPr`$Jwo?3=@5dsdw+CO=9-LKq@b5GeK zD8!1=wH4CdNM314dL&zU4e;yc=grAZRz;GB$QUGhL`AL3mw*E>8T5)CPM#i5ij~*M zqF)je6AbweF`g7CHxBS7C^|KxCM68L6$%pg;(q{NY+-bXgXhfK=2gJE-qiuUs@f>3 z%R*C;5B9Sx%j(u?Nd-2)Mkd2E2!vew>O-JCvRHg>u&QgJ($^f>oryt>mI388jxE(E z9wue7%Aq40#TC0X4Y{7nj>SY_U%9x@b{7Nih9&;VgvJg#^|djb z_9g%w;O;75?w%^TYVNf2O-umU75fB7H)xFlXLpAKHWUOKB20`_ZrE=S_P-UO9SaBL z+@<9xc6DqFob|eYG*zhBzidd51fwdV<%&+sqIqML+QJ&*sv&H})T@){4lvY!s3n=g z;%ung#L{BTk+|8AE0Za@suo4_a^Uz!D7WIXt6sdM_Q5EA-!q^|?QYKeB54)0cK=)N zfGnuIk=|^^RU1&@G*Ti7e$0A#X$`FQgH<=ioIT7|2YT4t_esL~2-3Zxb9BInEw!J@ z4xu_Bp5O6QIlI-x^p?sBY;XH4DL-jFNQwBz70_BcgV;FS7r7x( z;p4AiHgm#T{*suR6d&hBo;p<7$!Kk9LsBnEp(~Jw6(+aoNsOSB@${W?E$Dd^z2Jqv zN4+pm1M8Lor~e1njIW;FdcO{;#R#=^xpds%uuE->Xthm|qmQzl$i5lSY%EOr`NUzt ztk?P|W@?KM_z8uVHmm%QTQw|n^np{QihvV=U9D2QbzzK&VZcww47 zd%oWra$S6f-6L_AaK5*>_=bAlA_0{@J}G+-Qw?Tk&|}!1TaC$+(aet7&% z1;f2JCiay@@Q_-iloeF*F!6SDass2p4uf2r$(~$B^GVxLt_Un1^ zB|O2?IteHIhKFDcTn`fh4cXA|kk9YD5Z~F=eLJ4~b^{fJ@}2rUmUltRDKu6#zbc!* z-)ct^|NVmLXsccX;bHP-Ly_UlB_b=q7td14u2{=2yj8cmZ(Ehk<&B`2Z8x1z*>!|~ zfGfSAD@BT^4(&tbRUM$W_W)NO7T&vv4OL{82PzHJ=T45sEQV$UDI5qMm036E70G%8 z4U5-2;d8e?mKUQY7y4)sUOs(tl)MBiGwkl786Dv-)(D$oH~>~xb=q8!hptq58uX+X zxJZy1I&Z`F^j|8igX_=Y&C3F!IoD-!&N>1g&n@e~vT;YV+k~R$D7&<}LFd_% zpP5pIe^LSG&uc3EFKM^tQV_H#uDAv4gHGZ&7Smx`jKX#XD;-=^x|`1)%UnqDVq2ja zNdbSxB|6^7+iMnmHW0U1{q&-{xSnLmg#R}0Me5IznU7#q!LcDzU(U5x5+av`Z@wxN z0M}5sO4L(K%pT8EcFw=htAb_|=v7@>*28`7L`YT$>o-_XBUn<^$RtI>&nZv56*!}e zlkGZc_+F^EN$_~EsB~h5y!Rcoq)JS1^g(;4;>H6ejQb8EM4Ycp8KDZ5FN1YfyRWT? zet4NJV>kA}J+td~!pvD!Ji)`D3rv3Md{y&PfheUVYgUE}Q22llTd1!g2p$eI6a8#M zKYJaA9^`P;h{!FcE_KZ!;1EO!M8tmL?`GrHc>WCZI74V?D=z5B0qw4O*^`|1hHn0RQ7 z(S#rL^^Gy@?QiaS?z|C8t1BN@l_wDT3WWP=VdOwj-B**Ug!Zmj@?lR4TR#n~n{yOh zch{0aBuEgIz)>kYEyRfZYiG(9osZPyDN@?Wbo)M3@;3A^MZ$2==+or*Z%3GHkn6)A zuU<^Xmj$-i{@kuU79Ob$N>6_+>wD~;BZ{Vg2E`*lGG`GAi)gK&T~L7wFPu zRyXrbS@0C1Hdl&;YmgtO;tC&9HGboZgV7aKhThP`)XZ=WR(*Q@;lL9Zo||#Q?W0I_ zLL1g*oZNiaL2L@0PEo7XOfT{p>0_5!g}oJ(xEG%A84tUjs_;avJbeCXekK-!(=E-XsA@5MX4Ui=kxQF_3P74?1cx8tpdt5#f)bX0}m81NzHT7`$raWB4VwlDO#wf{d(%xw3y*r8Mub<~BuD zXLW?SVs9T7VjGhnA^3(#}=k~i|-n|@8;vhtf zBsDbUH|P4@u)cKP*uj03I?O~X?6`v4Gf88mt+tIJ&M~v6$E`J@rcg7>@?ry@nRoDw zKBpa+J%c*S3BwfrKPFWEgmUUtMi?b+Cy<0V7cliKpyk7eM!AzU)*1Wy-1Q)l=4(w6 z5`7Vq=t-y3jf|^gBj;g+u;=*%PplNOa$09)y03!SG6^yLk$?LJ98E+^yFxtA!Di?-e`Evw55FJ5gC<{gj zmgf$8AIc|mN$08nJ~z|(NTMoI3okNuKX1Q6Q}H>~sSrcG7X+Tg2@6ki!Bk?E^n0{0 z98d&Ty*Hhz8BNa4$e)uS5xz(vxN~1B$rItNt*t?FXS=DwAcywQDC~%^lhs<+4=iQld!m+h(l9Avi zB!=vbkh@?%#2|(g*E|_`0~~lF;~+9+%W8_fs_J!08t`6eifj4YthB>7pCGFGqrN}H zZn|yUVz5fKvZwlSzq*KVe6-dEoA09y(x1?l7Ms1NWjM-fFS55Xstbgij7Ig`SH(lnhJUnOv)Lh8Uaug`7l4vqL*UVE*0=h6o%Z3V$uD(WVdbFXauVujQ#!r60}!_j2e0>eqT?$c@Wad`J+WO?GnsR5lLP=vnnW94nu$JjjzUT8BC& zoOCwmmve*(Jj6c3vzvga7~7Lzm@=jm!c&`#8_y=+uwQNE+J1u1qTKedke5Uc)MovT zlWz7n0Q16t%CV{|(^aWV(UT5dlwJSY&4e{$w&wz~y`O>%xp97E8@(`5k91 z{F8W-k=KJRcD?pt7{&Who=F3#A$p`jv)n3?nhUaEcqjM?*e7oE=v#jg*#5q4m^QcQ z!!_Y>Am{F+GxvLNQxc{tB(K_2ES5r^xNo zu^ZGzM;ra!3(8;ic88i*JdNV338@xwBnxPG;z^8R5pIEAjCA}gpXfJv5Kc*$A6<+u z{6@60zxhj(*$E`KxjV%bo`H~mSe}>GEYAPv_O7BdytCqhls7b05ehTLLs_9o#EVBg z$OuQ%6=Z1NLAPZq@gd;J{3KDaRMZ?z6hKwd*7FJDL~7hQ+Ar>W6~A(uoQvS1WNwJk zsTYi;cBu`HkZ9X+S)F&IgE38@mE&lSK=hQ4Bm!)0XhG%F|BsM)2!qR&mXsctT8j< z-%+Rt92DUO)_zYt36=isK06B%Zy3r}PoMt8b?XAqSg)N>UUZ7u7f<(?c=Y-+MokLn z_ilpKrki~04NB)C8l;*X^;yVwmnz7 z?L|pvPk(NCu^wPp&#@X4*}9D(_r~`VvzEq z`CU19LF74x1sA}p)9gRf=GN?VD7Cd_%A)oU7}N;V90rii*s#`-*Sn{EPxl3|IGu6{ zuw#2{oaLm2F{urdHmn@vJge4jf^JJBZ(L+_Sn|9M!WxiUjTn^dN*S}8Du*hfaiQ3i zE{^;8Ax~0g99)ZMvsO!Vs{FV=7`m=2unuxiscdWMHJCDuJ6mlx`(|QD)s&P#_gRMV z05c_!8$(^V)W!0FT9O&YMgTqXA!)5>Y?T8I5YOA4X^>h@bMJuWJSy3Z#N3qwchk4) z6sGTAq9xhmxTtGA>+i1-dUdayZ%M)M#`rwXFLEoB0JXO`q_Kna_0Xsnw<5%;cTajp z-Wz#VHWvxs^>wVJH1xC)*;U#bL3zEG-CRJ%EczsiZ>v}qyufbBiJ>tBqjVs9_=6dn^pu5%LXmEsTT5~+{) zhm}LC9Z<13s1tQnkn>ppJIA0Bh|Y8}dJHdYjbEx@q~lHTqPnD$AcBs_?uboo;UimR zr5IaWBU@nP$)y;`F9U1-cFWMW*eBtJxli+9Qdd2~=n^qV+26lBs~mFu5KzvE9Ffj! zCkoII^JU9+*|+Lj#;1Hc-^?HAUt)qTVpmZebJ=lYq(r{Dw#%o%x6qu!v&-cOTj%qM zLYlC1$AH*w`30o?4iQLMEW;}gGW)(fvokAEfI$#SG&hp}aQ|4V5NHQ>KB+D*Q2Qk_ zNRtD4eb_{Wd)iA3boCwN&Hnm$Up0HqV{W^ttDG?JAk39-tRgMbC(IREx#dRH&@5Qp z$P;^m^v^brk2+2#X{?9Hdf%B!yX}1HSQ^qa(u=zVH)*Fo&cz`b`NX;u4?Vl*zy6Z9 zwW{)4%+AHdGy{c{8ttEGcoh;h`~v$PlT-zm|6KS#2MONT#%CrlBa$G!!?$?k36(Uq zkAqh)^pq_w++J7K6e^~$TO53NUGc2Z!Vvhd0A;sL}Lk zr}_2b_(~)ik~6Y?0fIA6iz0%jvndCx>g9vdcg3tJ&UwuQf2lM-|fs=d>`1)o|tj~#AEVx21W3?1QT+Ef@S?a-|@ z9u<4vv_5-AQl$7sTHF7{p4p9k6Kbj6y~G#socMZOB2nm#(G}a2iBSj_jHfKVXe3F&Wu&1uSV56?$Kd+l#3o8HMJ{wO1WgbY%C~M5o4DLF%=< z;Jsm!6Hd8rR~Z<4KSAy=U#^JTvpg@W89KK(^G2w} zdSLI4LBpd{b{*CCP$B2o@;GdFpg-~_+a0^a5JHfj%*3)c=)YeHBl^#jp&}fC^j=KaCzo-9xTJ1FOL+tW) z0TqSJQ2YsdwW{IB )4vG}`}?pwTSKneiysr|0#5u&lkOPQ=EeprF9H%)2)O6Tt~ ze}DUta*hez2j33UZ)?3sPfoMrI%A7=X-KljXV6@3dTm0z@`5_Xj6YEM__+~#E zQv4fxAaR1Lskf&2i4v6@ZSNS1(`xYK!HWcevyz^&#U~<{uO@&hyRvCBMr5wqLeGgz z*JLuz9f=VQpr1dMVMzupwtM)-24*%DtinTuj^}=jNJAsXj#_JmORQQd>2;LCKHHfY z34K7w^#oLCN&iw`Z5?k`o$`u+4^iPA=~+9W>W$qtVhWa zQK5K!1u(w_sICRzEwW<=uy@v@6pwmeUD;mG*RI`l`Pu+7f2%hzdjsX}ZD#Oqv;^T- zv8w6;LM0kFx^nHTqL>=ol3g_*Tg2^<9k<5SJ}k1yD#uG53lk%WjtC}g*pfiDS>>m{o?Fl8pnrxfUU(=*Bn}7DX^6C zR8{N;HDn;*jWi8FFm>SjHBVS=CM_Bdcng^WK{74m_pb!wPRA#Fa|0Xl zG+>@(G3Es7N*9CuSdkIp9 z4Hli7ltb`MmwaaeMA-l*_aDyN^(GxO?&7rsjvbrq-p8P_n#_A{uda&LlLUTO4m1|$ zm{QD0zUOHBDv|yP-0Lz`c(dCEn@(H*)TGkDJ@TWnaQ*QqaFmOt!#i9{FK}N*e*`9m zMLl$AoqnZ2eqxj~EIhkUu7EUt61vBAO=^FtRmwi?nxtk=Kf@4TT3&JPcUSvSzF7!L zBsN(QQVC@liZO$2jLI%+cov|DO(L^M1fT1ZiolIZdyP9_SVF!TA4#Zta#1+r9x!*C%ifzRqM z_~`mcm&@vD>|zP%_!%QNRn$$Npz}Kc_r$zaZzPIG!i**NULfC!f=L~JaUAM>d)*&2 zTW*^4$-a=mX%zk9ovnQAz%tIKOg1c}k0o^9$lmnY@R3U*eGKB*{1S0a+K?<2;NKjE z#!4NVh9`PPVSHMb(#al>y;l;+)xbq++KMxB`npp3-KtpY0E;UX|}1C)HMu&QDWebyHDhMx8O(J-h_}TO`%ERbp}2smfWh@ z31nTeS-g!`$+1}KcGRggO#uvMoc z*$)o0&PmpmGmt|*#N*{Gs!3jULbLhA4v4GxTXZ_`HKwp44qdJ3SSviGEp<5UhwK&H z$>h8Moy!EKm_H2sEn~RCbOrlLxz=8FqOK~HSKX#cAT-q0ZRkB+sy}_du`c=)UIrg? zI&B^RJP9EHb@E)^<4keqtSx*>OKPoBw(KVZMtkAQEZ)OE%y^1SynZRZ$%%H7yMytv zxJn!sy~Iw#&<=|-CDea&2F_9PUWi@lb~H@81MZCdx;}T|Yn-v{^@=ZS7(m03u-;$M z_BDyInehd2;Fb6#erPb@31b7+&&aE4`n1nQL^luYYlJ)A4`+L>?uRbsLCgBj$d6VM zPSVckcTeEC0|o3s493zT8&^uQBr))6?T48M?XCFV4L{af_}8-2;V{d|_zv`bUc-9G zJO^a@a917wwVs`bHy8Uj+pW1UgzA&Q_FaFT$H*3oMd))Ll0FAz$3`)tEZ!85f2=fp z-AW4{SjChSW7FmYcVN%x z2T~@~M=?`1N3!u3eQ%i6li>+RZ~_JB|}95o3T$B9+!o!UCv6{aPw2 zys4LIiNTG~&o!beA3z*F4OOm!D<2b;sl4_jQhlc*fk(G17vcJyKPBqkWF!&uVuH@P z&w61K;m?yMT%n*Y7|4g(@Wcmfv!uqowyi19fv6z1k2b#F)Kh|{@Oki!#8{Bb>8Pau zTUAZ+@R`nDFSj`=A;DwE4KdOQoQUdVPI*jy@tG*#EKjM&v%a7B``A

FU5~x?j~dvENJZnDIb=`^)8h5tqhR~tW-aGRbaJ3+3vSUE=`x3(F5{V6|g#6G@^8@bb2U?m#4) zlk@!aE%#B!4BC~8Wy0BLiz{4Zahy>n=CglT2kfcfBpx&6L8qi%i~03)X{S-8ZQh(0 zbieUOF%AD$S=SZT1hR#NKmb>YqI3jBA_7rB2$5dYEFFalN|0U>HIxOB7D97TkRp&! zLQyavQl*3ted+hdZ z>=)@n5Wob%E9-A3CmycH;^f}ibw^G2-ULlXvLB^;P0aJz4j6PTD!eFUsB^gbtWfB| z0kcOsI+%}cnr|$gyimVtP|DkPokx5?M-cx$FZGK1x=Q*x;-a^gG1{KlrhN-O_xo+A z+w^>}CxvFvh&UQt$Xk8|XS~iC(d>0QJv}Hmb9qvqLS(tn{)U4*95?Wc>-we2unNkc z)mSv==Z+Yphc!aJY ziG4MLBdhlhc%FcjQO=;l0)^00_azTQ4)Acv;-!txX^;R*&z zeBCW03o4Wt7&O)u>rzH@Fz#95x-HX`zOz^(L~K{#OxH z*AFh(3NgTefDgPoBCppNi;FZb-bx+GWEZk1ROR;K3VyVRVmtwpKdiM9Wu8I8#T-u+ zQ9lWAFZZMzo=LBjJnl+&+6EM#6HE@I=}+-M1(V%a2dtd=I{NF7YZQh2hVIa3ko7{vx{ud5pA2Ms9RX z6`)cHL99w9nRRVX`Csscut;qvQY|oc}P%n;H0IS<*Vz=s4?bSE&Fv&GlM|WUf(_xHGaRYLjlPSu->&bED)MhU z{IZr+WR>=|dh^r$G2yj@cJZg>S+%@+JzsrD^17|YGOl1?1)Hm)r3!fHx#+{vMzVn$+K@5DX zkl2cyeA%{JM~Sj;ec6T1ZFEYnqGa$ejF6W~iB0p=CD>a#itpdzyyK_G<5VO)T3ktN zbkxJ8aq+S3bd{E%#=-SO205@)3@2B`&Eg&d8bmmF3dv7?I6fy~E-u^drS zMrXY1QF_~Gi$_^AeR-9Dl@BX73tFso>joLq?%MGumwoS|BO*ZOQ1?jc0>n|sGM9zF zjugm%Fp>xxewN4Qu^GTrP$G}e?1aoymERS*L*e{cg(1wuF_9*>LeAymI(PQLp;77M zocXra`Z|RD+(mBD`Lnw}LD^Rz%F-RQHD9a@Klb7YS#8+cz z88M)u=B|i(F7dA}`^1IEOYk=Py8o2QQ8cTpoJH`_08W&A@bj>s>WhP>Q&8N!j0*-SfF#s};v?`Qr?DCY)Ja%Pm|{ zeejPRP1J$`mTB$uQy*81b3Jn*vBk_X8Q|%p=d5Sga`8b~erDmfC#Wsyvg_;?R{Z`V zmU?LI#%k~Lr}q@)YWX->4Wtevi+Z+&4Wk;yoKh)w=c-4?slaGp5BIH!TOEb~#E`T@ zBw1%)LsA)wZ#3VVarDvsqkos}i#SL*9BJ8bnIvGh_emR-`q#x=Ghig4`nEnea~oMq zjr}sn?)Q33te++j5#;M-L)le?H_F#(B=5wF<^VxENZh z4=ly-AL!)}^TETYRuwA~nh%E^jdgs)b|#2ZvsN(|Vo=54`LYCnSnQhP-|DURa-T;Z zq5XRi3(DVk9*kY`=S;4GwCp&d6p)8zhv+4^Xi1Z{i3F}a>!=dzXCJ3>G!V7a@f;ky z<2{sBm4DJj^>{bN zT(B!3*-TVuh}lV&SmLaeB}Da64kuYusy@%Zy1@KRRWrd1@hs?O)yN^8+2FcBqo?8Bw8uE7epP z#{W<#n5NW80L(Kn@TQ}?B~x4D*q}!{(-ABxFJt;@_thu&$+_cNwj1f0`oH6bYS14F zpB!I^Im5OzQ(509$^7Z$Y$ourwZ!;JsoqtHhL=g(4uGR!9KGHFIp%;lp*tyhC3C-b z=GnjGb4d`B0C_cR?j$JMBl{yMc(Qh0DzUV8lizB_u^j{H_*zd=J-b%z$e1;??W|He>uL#Ld|^8O=N>M;s&u8q$ANbJmyi zyV_RaZ6A&Q+r^ZES27SQg=7^6%fhH)i)Ut_JjClM{P6rGFHZ6^?kK9*mVlRAx3@OO zLga0pFS?nkwhUqq3Wbjr`lEuYPel4-tjDxR0KMqYjs>LxPt z^QJ9RpBqBUI(K@`Ku5x21h0BSlQ>rP`;5HXKmHf6{kKu!OqXHVdEjjLmpCw=n;*Vrv|O1U zY$>q5DC4;*@wG-PplK6ZnsGGedE|DGg4s`bF^Ge6GC63wFDXlcrhZ$0wiy;S;H;U|&{XfeUM=Gr7SYwJ|Xxs=F z7^rOo{I{|Gw{cYf00VDG$VQtOnyLq^w{Tc=cM1&9w634n&B5$F#iSS=X8l;_{h^== zGuT3!1&waMiVt?VNFV*Y&7^i=$c7p=mZQcwSxwc)BUNTl_Q$T6gM3V2-E^FKUVO-Q?*1yuGiYpkx4KDl ztz+_^+1Pia+p=4B@2)Y40X{yjzU*fqFRb9I?<{tNEO-2to8oe0tSaCnvs zk`Xbbi#-IfnFUYr`=m{P*KIb%-=ZgD;d>jw2qYrzwuBHDv}Pgtn&aiM|`dgUG1xIuYWtADg5or!{bNh5hp+} zPgm0tmTtNFzDw}yoAvpf%;}IQj_vTJ0D?B{pPrziz>@UPK%!Ip@bO0#0ANTCNPd#k zzZ3oTPU&$cVPSGnVHaN8-LQ?%I35ik(9ePXgJs4|w4c882geEKFt}xUvqaA!{NFXo BRdoOW literal 0 HcmV?d00001 diff --git a/datastructures/lfucache/images/solutions/lfu_cache_solution_7.png b/datastructures/lfucache/images/solutions/lfu_cache_solution_7.png new file mode 100644 index 0000000000000000000000000000000000000000..323c1131f76252c33eede49dad5c6c3d7decc205 GIT binary patch literal 40765 zcmdSBbx>T-_P~h*2*C;N!JXjl?lLeq1P>nE-3NlZWN??@ZV4_S!QI{6Whd|Vd+*EJ z{by^pYO9vIQ`6krr@Qazb8q+g^y!IEQIbY^NAL~`3JOJ5MnVk=3Z@7O3Yz^bJmd`W zed!3~A1O<5aTQr{aWWN0dvi-0Gbkw9IG zOVov+ut1dwnPAT8Y3`_1c3&~)k8)L(N$QMoT3ATnr-zc|^@%5QiLv{q=M%(&qj;(( zMXOo0XrvC&wVui{juXTi-kQYIoNb$|7|x=7@9Q;frM{4=5U=vgG@K4x)FPcr8zkIw zexM0LyHAR~o_72))0A@NTfhj0S*YdUw*863&(^QTq+yCRn_pPNBXS2!kXTfD;wgXr z!00QWcIgwYwYIu$juMKkB1xYI!Z9nEw#xws@e&^1>zO6)r5Z-umjVd&v;WN~3J{l-g?s}{9L>z^oIcw-pSMt7 zL5iBTRM&FWQdHnGvA1P5GPO50V|KUw@>c{(z?~10v^8@!B6GL3v2)^c7bO2z4n9cw z?`altvVUc9wiYDUQdA)mw|6un<6{2E{E=Mf9T^#!fTO87pPGc!|B6HY6D0ra?EHm~ zg~iRyjoFQz+1}BDg_W0=m*pcH3mY2~BnOj|hn=&LJCmIg#s3uY?{Xx}oJ<@ozc^dk z+mZb(*T~r3#aWP?{BK47`TL)Cnz>v4Q|2a;fU@Qf*kr`nSW1;>z zKEEl>JeT^fe0VVGN`l)(pG0N+-~8u*0U@%SX$F+qEN9|t>9ga`RM*`z7Mltb5$@P z>%_0Mw?844oo@|OeEj%ZFIb((sy~`|Aoc@nDX=0PM3-9T>F&-GO)C7$^)o82>CHH# zDjI_MLPyWd0gS~CAO1fB9ayW|qZz3U2Om3zG-pyux9VC<=UPZrf9x;%6m6|BAX@Ob z!ZljYyorv}$nD%q(>?7>!8U}Xiz)qA=8q0*72;s%PnP}fC12oj6{KW(yDPu72h$}j z8-dNXN#1Ju03`^nwav9kK5lW3$aXl=du)zoXnGBCq=9D;kdTmI8{lALT(0h0n(|?g zieNPMO9%^MGV?snrq3Xnt^jX zL-c6%IWp$(O1KvHiBtTYhg_%X0HtQ1TGq>UU@+wTvX5hV*gSR;)Racw`Y4U67~}n8 z0c6lA=-H0@m?I;>|8%TO7cw+`kvT0Z@;^oq>o5OSh1Uhq+*}NXQsm#qr%!axL9Q@ADN=|J(R@Gcaiw@q2UYXUuagu9p-r#nfdCC+6N-G=wEL_^b@DzH-z*Xuy zELrnu)Kag*6`_nPZ2gdz#iPu>)z`#raV)wCP0a(m^=0ewM+nmG=}$C==SL6eM}fle zx2UM0ZEJ%@n5A6Mezi#G9w_dugkPA%l=&_xPfrSGJHwr(wMpiQy++^Cpln2YE&y-o zo^(!8S35ibv2oMSN7a_$fprdur!&qXzjO^EQIhKND)*Dph(R<=(Pq2&VCaJvHM4ts zt;>Wh?0!=Dr6M1gw|QfsJj_pongKq#@0Cuz(j>uDVr?K+?GHKp_#n6=Cw5azA=l*L z@uQ^a+*hUvOSW^pd_`;iW|XjDc%%Gb&eblO{{V6(@hWzsVR&x@awZy;x7FSDZJ&21 z?!t|JPxc>OqWD5e$E$l{o4Xsaz&*jUA%bvY0n-sKoB55FYOZdWwC2^3l~kYPG(!=z z4Jx1HpGgw}9_ODPZ_fr&Sil}ybjZABLs&$DrR84H@rS$tU2P%_B7(g(&6i^+kpV0Q zum)Dhk30mkwcULE;QqZCYSfu3`P2_biN^VS6<73?JrCD{SNClPUHiiRjgt$-LWJeI zpCvyW=pf$S+ZObcI)kgK804pUDW4WJ<*zOiNB}W$>@mi1x=({e_fCbTnwd`Y$8#FK zyu|J=M2iJZ%EgE0$qa-1%A#apLkonIIbIwEW+~c%IY$AzZ_I`CJcRS>n3K=4t_c0| z=B>rp-~DO;}^oz37$!(PUK>H)ZyvgMIoI7kxDMnzq3>L`eY^M z@$Mqeq(6G#n;`#mrGDgBLhf8;u+Ts%D}@AxVgfZvC< znRaa<4%Zy#``+Rub`c$o=Smh>eD*zA7s9uR74T7BaJP;QkDL7?YE@nUV3Au<@r)-t zbYpJfIj?$Sq8y(winj$@EGPfz$U#>GtjH3MCm)3;jPf}tK^>eGmxg5trQOOKUlJr6ox)DB+6OW+ zfVrTpD#*e&r-;Ep#|7aW_v`2lhDJ0dw!a>nzn7cI82?6b)6kADhst-n-zs!hp$gsz zO^&M7N9C=$rq>Ab!U&0_PCN^Ma566m-%bJg7ZAW6!*;-bWmkBEAgEb=WtO zX&QLqzTwYOoS^aF)_0aNKEu^!M;nO6csl?+`8hXh{Ml*i2|dGlDCY2~&qBGlp}-uz z=ZAq*{RtC;e}i&a!?;f4`hpedxqq{DmZK;ltm|XN3b=Gdd?~rK^K@c3aHB)K5i=kaI z>FbjWi6a5Ky9l%fv<&mysyY&e8~7dp7?8PI3-W3+IY6!8W$cJ&%d~sHjzP7sTO3= z=8gdk4Xv{{RiE;VSUDwPobFu)a$#;FJ~`}OM34wt0nrPmq8o9nHD;l*V0I=!tYKF6BAzDgeT5Uk`t^*JCva~YsOkYHW zRd906?`kYrt{IiT#GPoWa~Lc1w8a;DwoT!MKYLw!sEgI#5GQ*_r63izx^2C=A8{!! zrr2w3nl0Gs>|j0X;~$hsleRaMJscCHi7KmS}$?VFcX zG;(@mI(tsy%fP&YvCh2PQaXpSYd7%U{Bp@xVFjQg? zphzi4x6!UxM+1enG8qBw617pQc{Y^=|5ajey(~c}G`yS#f zUwJ!Ba2HvXsbwxGDY1qV#|JDfA&tb=#A5akW7Javnqv z)_rYooX6ujRBAoWkvEBo6Yu?U=~w8b;T)T@!`ssg!CPNbA5xlvQrztOvTWn~k(tk& z9T6N>RfJ?cDnEqeEy!Qwb?E_;+7cEcRZIg- zmF!^5TngKGgi1Cs8Z=)F{Ul-IKyp$>py#@TiSGsM%rPxpiLJGA@V_mH;8c-dG~i7C z90q)eIR7Xki19T&hY@p(emF=?W=jey0;CRG(t_A~ZV|5Fp$oblBbX_mc*|d6m}IG- zYPvZQ`vFYv=5OA|J$8@f1}FZGE=0ai9i{p*E>Rz69dt`oKuxDY+0c;t9W)S>7!H|p zHD^Jke75vTi&E)$pkroX6Ev6Mi)8*|^YEpiHByyJ`L1pT6$Qt*xtgkmhXZ>+kh6d# z9vFozH(u-)8mu4w<7%LFAd!{0a{2c|X?l{Q^~60|khQ4UzOaUD_j>iz==*$9LLc6T zaxE@LN|TPYbedyLW7~$*is@-&8N*~1FZTHomr{}|ri!9OYD&sCkU7lHW~ZI+U)IEI z={r^Pq;$?eI83FAbCESIrV%y!y%-LJJYQD*3!6xUef1*2v6zH3Rzsa~G&US$!;?Lo zQg(RqmJ3K)th&M!Wk54}9Y!C?;ZnUU7eo0N_YFYf zIcz^!2WWJ^@t)Y~)`su718mHUe-2~&2r^s@ByG1iXt=Gf_L3^R zTi|34RtlP4eON);82n((5u#3x&434`{hN~Qy9F<@PXi2r`f#KZ?o`mY_+UC!Py?)g z`Fsjf-gbpRf#MC}jL$j1wFKh^jkQm~6Bk`G&e+Pv6pa0{lg#QjopR4CGQKk~Vo|Hq zf+1%vZss$nXx5Zo)Hm3){&!BFI6)yDoozOpJP-c9yVzXo+Ge-JXWKn4P3jZu_k4%I z04xu`!|I&)t->inPp46e<$ALG)#96n6hJ~ch6F{GPg1AR?kfr*SGInu>wHlrA*&c2 zJz9Z$3UeyEMKsRwl&0a-cw&euDlX)97>>=*OA|z2taY_2PJz?PsWtz!3PU(cW-ih*=4nbA7vG*$^wov;6lb;vYoC;_w zxrHWY!3Z5zC~NzjXXs>K6~3#&8m^?bua=37DGt|iVFAxz11&Fen?S}it#AXmF&&@{ z!mKIdyv!kbUG*D;i%IN*8gw~tYtt`S;MH`+I(jQ4&CO!jY#skU`n>)rGmS6_o{`}v zV8&a^Z-nlQRaTRRA{EmURd@R@>+jC40bSqwuO#`{t|&0o6>OQNbyo}&T*G2ZNcT38 zLky04yG;U8ba!tOZa-0*>L*>c>2K!PpIg<3AIE#D@aO1}sz1nFeAnfe5c)<^$k2H8 z=#NV%>>T$+Y-K|>^SxCV@qIBur^kMW>QjRN6bSjC*l*~CsdaDYa}c9QKV}O#!$hJG zeXWpn)HkcOagd_LnN~ZQ;srLLGz>$d8O~^hS#TAECM5Hb zpRSP6nGI{Y3Hs|nO&2{c$WluS4_+}X#Cij_S8@JqrPr7WaFh%PmtrTcPVVDw&s+A&FXkQPmuJ|BkxswwL?& zv>>fRk0QBT2nMNw=1{KXDVlJ=0IqZk+stg+CbW9t{mPTjbtciAHR*WBkWEl$%T4^m zb-5GU%h9yrEs9-;?n)IqDGk+!(K_+3A^SfMm$=83YH8uPa=cim%(@K|C7t=+)UYx4tb};FDyqGvuO@j`k z$lpx8z_Owu_u0Y6Ei>5ha#G0pO7He$C2F7>Or`GF|1BjX)z}PY>ne~FK7(n@kez4G?0OB@~0iyS0wEO69&Q)s;|cCo;HuU zQUKyaG#OX<4E&7MV)E7>fv8N99F3!7t3&NZyo!6ql5l_6{7Jciv9$2AVnN@(Gd-Y| zq7o=~gw^Yjl0Q1QaQ6tC7&&jm>2+2kM1jXGeXTvjq$oJclv#M9PO*`5nEgSQwhxM&RtbQt0vPG@2}AA%cCfqfC;zArf4XbjEmTIS8u>y z{~dkr2+g+x^g;HDzKC(Orm9*1E7^n6^<|ZkD*hczEiv_-G|9OFT;{v>fESd~P^&E` zDxQ*r&0rt8z^2~8bOdozFMg0MjPWOon^g0xtAjpN{swWcEA2*xq8c{CM8G>lN*NKZ z{-RV0vgi79X;x(s*AaBEDaZ%LChYodwn<0Vwu8kFi~o%&Q0#iTfKo}MJcsFXn{|VkA|An#}ZlCD>Lu4TdEC{)4LwS8h;4h<#xuerUe~tZGk#c|h{0TtGfp}Q$ zl}0oG#VmlH>YVh~wh$=q z0A9rmE~dbspd*QkcKJs86)B}f$pq{K?$yfugVev6ox_-mH-lWImerWqCVk4Y~%p@%1-$J*~> za>%o3NOLOI2Lf0;?Y!05CC~Tuk+@&>#oo}@5~sJ~g0R`Ke{B=yD)gF?y}m!pFCU@r zGx_jn6DVF`NEsoBdIl}}Q~yDjA~2}bB3qN)B56dgXs5_Iq6)8~5Pu)#D``lP^hK!f zLz}PF8?Wp?WO+WvO8rXOKL{f2@==9a`W5bs^@j9U!dNt`>??*&qyXWfK>=*Mui754 z`99k*-P<)v_LcPNCx|pLa^hgzD^gDh7V*?o^}E}`UF`H*nWh2@y4@V>+bng!UJ-Dd z&hhcp7-w+XNhFnOtbsYpC=#v)>l$pAK#+NFp5C3~U(^ny-yFfuMC1+fyxQky(*`SA zCs>7D%~_<~`xK0o>g6y(e00SS<Rq9uRHB?LDD4cK$&7DPrb?%yeAjp& z_%8Tfy*?9=_8Z}}lQ5hvCoMCfBc@=#am(gNMV47d=^V9&;Xg60b0Xd?zqc%SD79~d@3 z1dn&bD%Ci#jj;@l7smozEU;{M&{qrYZi0HM_mUI-r|)gT%(Yfp5J&Da%SXP)e~c6s zg;0_IF!dTH+{+dx0fk2rEkWESydSQqJantwup)Ft=D|Y$pHOmjCH=s(wAV{CsUILF zi%b>z8nJ&tgbrgU`t#?{Y@H>bbg^fJsuS-ugD0h4{cob3VuXZ>+BceEC2nP(__Pq< z#|^E?tdsIQY4j=BvsZKGT~~@d)Xo%jr-RuFQ1IA=#dB-0;7j{Rm}`H<*Jqy_&((@b zksY=!g8Jra3ey9*PqFh*otiGIGl*SBJU2u3hOkRh*7wUthxf@gm-1bIUdktC8whp*XuC65->(S2 z2^7C{7!{Roc-%Jz&#!4;iTNud>}C29!7j!$R7RY}Uo&(9>TugNl<#rr+y)#D?(tS| z9*Z0C_xyelasDbibXrsPOlRSE^L)?itFu-V5MwZ@t?b=@-;&~p+UfqD&@HRKa#eo% zN_C}>g(tMIJtgPKUqkEiCe3{Yji|G>y#GP z1mBWykyg>cpbt>&=wr3-Y)h!@LxXAPau}K=0ufq6G(+d$!M>!#c>fFg%6+*^qo2aC!yA>^>c^mB8XKH+3|}#(Mma%4!D2HCqo%zM-XA0_)4aS!iQ4du%)!r6G`LChl969@t#sxq20Ctu47OX*hN&GPz+4xIK3A%1ySu)zCq=40TCxU zJF7~+7J$&>0gReiCsRB@8OY0f<9j##cePz(CKbb3i}n{C2n|)xee_ZVWiX@yMV(XP z!7F{N>%02ES#={a4`rvr~@` z6=Pr{Ebqnsp4>c}FW&mz-=6(#AZ#PoYvEmKlp0wloYK8c*t~>4j84B04U60UnPP}t*d1)0U@;s^(tqMhCqdNY~@o~F3q0+;*8r#Avmrty-+%GA2fHP;j zbxG7gTGHgIjwX;`yR%!6c_Jw+k|B+>o?tW`)U2gutv(WBwRPp&DX|81D1;sW0hY%5 z!VtcAYawetQA+TB0D!jMK$Vy2qEqaax1;$ai@FhIBE&EaZ$ypZ!8ZVn@l!X%3BA)N} zF|$red}`Ft{jzuGTYpM57{cQ{cYbB12G^R8meOUin~#Wm`jlOm8coa(%(%x5sZ+@j zOCN9czH`K403x@#9{uo#hDFE54sqNXvIPEtfJ<^RGLgtu&nv5=blUa|Zu`C@2F)+0 ztD-h59mM>uha#q?rV7gjUY}?SZ%$zSyvuZ-+Zx!Y-!V@_uD6`t2>8fp7nK|Z&zOjA{rTf6>ywdcBBJ;-^Y0?O-mj|}wc-gsc!+T#peeZX zW-<;|Q&@=!fSS|7hBzJ~9;IxjS|nH5=lPCwyxXbsLnEPD>$;nOT0S}1`ZkO9`mvh7 zU8Cc16?+M`3R0ahS*nqs!=@|nCB%O)l@jlhOKVB#7*kwV*{Tx>fGJiL*AR*hhpTr# zTQAnCCilEPEYVgtn64<(mhBy)2TqKnv70P5Iqc5YGYCCh0u;LwLp0V&$mB}GwUn49 zaFGsv=ZM$eF15H!L?fV)l+$%NfL7ZL%|J}*bP7*Wp7z8eiI0nxg6e~EU1b|ni5qyI z`d7@2(~&5I1gZpcbn!D>qrWM(k{odJfGJ^(DTokn1Ds-Tp2Fs|+UV(yib zsFC;?xJ5YRE4K>J0!^cnqy~-r<}EtEu&)s&}jn6;rHN z_$0UcYE@~UKjRL&cyP+kRu&(>FqN44eD3`frhd6nU}(iNUzg@sd+) z(kPp%8)>A5&6Qp~nN{^hk?5j+W7FO6WaL1tJrrlgKH$hY5qnClC!QXF?(oFI^mCRk zx%*_4xh0pXBZ!R+Ppv+{Q%xY>4@nr-R8`Kf8?#Si>~T_$3?6nptG%N`VZZKQe-W-f#ARA=j;g{}Zt1diUT+p`Uw$Kb?S_c+0;U`CnPy{WOpK(2=Y$DN|{gW~A$Ob`&}pmRQJADqkXEOw+CxE(NDcSf*eBcrYh)A2*e zAW*@A!W9q)-`Ni;V|iB35(ou(zFm3p%kxA>_p2}{y|^|jnM3Ar5a~qNyh(w>GAq-a z;o&_}ImUH}Xv!)UP^r!Qm5dSX&)*nqX?)WTp^oagC}5m}@i7iPM*(>q)5 z%|+&u`WWH+rI+UE_ARSHA4N3L3*>T$?26`9|95xrWeI^E%N zyRI&eMv)S66p0`~t~034Zi!$$kI&*4k$P37TVnk2jGgX&(z4%+59GPhcS8F- zQTWwOIZj4A!ICL$ACr_o+_T+^=x)16A*ZAAm{2u*ldg5|{qz+_;azWyF%Xp@GNs%T zcQ5-}rKBlFIENet{u>LQl5b6sySfTK@B8KQ!_M1Y%zA4Xfdoa2#k`Is`h$o>PZNhP`UXITORz>V%GGx=woCS<@elnq;iBUQYNDOoW*=f5htDkIj#{Q!)Ph#@ zw~+2)?CvhM-VIOQJK68O3#=2@Ud3@UQg@us5g_svAiEAI)j+crzNdL8!@g%q?A@mE zi34w~E0b<6RXP|ww(RnpbEpg@#*-X@^0XmPSZg9oqs3MGF3nX9vLe|nA#uN?NweGE z_fizI3m9}98^o%`#|Tk3$Kz)H(~qLfO@?$5HOFdyRC{>!^M@pshxROk6sU!1GE$;J>z2W{JWErT_ZDIG>22j;8MI0=fnaIA83>Tdm(Wi^$;v72R!tuHytR(ftPf5 z!H(Csl_GZbqtqt;#y`M^SixE(GgPeB~y9KA(q_AWO`VHcl z6SK<4of9)kcs9~UxetDr2@4vZk z0Ga#2(u4py%e}Vxz7oc2+(Xt_#~TvoTU^RUVIqE5%CmC95YDvAv2xncSNk66Sg7|d z7AYhQ_~z8yPs#M_Dcpp{*9=|m25Z`;h(E@y(-&f@6~@BW93&GhumW6x4ddYpT2zv5 zjyS*^nyasaW)~Yx%rhK=$!P+U@0fY(IPtwznNu5jpg>#(S5!Adyu;qYLriI~on$Pz!=kfn^C&#(>i@sr}nPz_jsW@=j*EWmKZ-ewzq z90G|hs03pM@KD|}ZzT3~Iu$80b$@?tEk!))4f1Oo37#c5=&@)_bwo>e>UfVir(rVQ zim30h>oG;xr1|*xNCs5@*~wvVK&Y&K%#?fKm_n0e=(e{o87}UoMwtg@8}3AQ_LN-- zVx@Cf!Uq;2o5?8;fwAKD(s;XNBi2&CA8#^7I&^3-BaW}pOy;g;d zO&9X$aM6Z8HnY>P77_*(N`SIS z)^NMXM?3#n6HBC^G z8NF@wM!}v#J#vhX{PX9gn!*ceKUO2RoU&^V!SbxP&3RxSJf(g+Nkq#*PP2cM8WU)= z0APm)xO94+!6*eAc2U@b6}smr&;i!Q1yqdbDPdoe$5{Ua#NRuUgZ^m(ueqlOL}R11 z#xk#!L-SWTrdBpD>nNPf?-QMfXM&FOidxp$wE#YOnB9SsWcFDCcqH-UtpIF(i|oDk-4bmJMSo8DOhO!N5H|H2+(cl%=&HT%C6QJ2WUTfk4((ZJN-q_c|N`K+= z|1Z@TyA1ptBXs}v;pU{#C1OX0EVQc#>)h*q;4oy}}yw-7U5V1d+pOpya4V`vW&*rifs zAV^OVu`b^Zz5Pq^aa*q4d1OX!UMGQCF_uP|o7w5iw<)p^ z`*42)eeD$efbVENy57{Iml$8un~HOvnJ(4q|GK+={q3%~;54DvhHD8iGsQe(k=K1~ z@z?5Yekg!n8!iXL%nDUm$zBWB{-UlQ6P(hp{~c{1@e7#zJIOVf8p%_;rkazX7@X3DXDeHMD*;J z*L=k8!wsv$na-rIEm3;M1Dvm}y#b9QP+zUyko5!tk1s76Q}N^n?Mp7-53Iz#LSM***E8zMgEx2meDpJ%^+m~XU? zfrNOiulGjIcKUVVIR6Yqk%4%fkWB}mQjIdJ9ZG%tV&!iF5fHyW&*fmc7*G@)$001+ zMe~+Xr|vBT42btd;a6Kt(dWx1z$*)!1p^yN{T@}VHOI|={P(6g?E#0YnF2O+T9FAGdo85*`yo6&1l5<%jO z^OB?^M_wQcR05&?QMGK*av8r8XkxBuHg+ju1abv4sX6)}QEVEm%f+e`72wm0iwSd= zd{Xr4l*)Do;p!%~NOsF{%F!;WCv_E-*kte{jnACl%Tv)7lTS*xUW$+v#1Z@(XFQFD zLcsABf|k1OuMXlqh{Lzt@0T&3fUT04LG6a^kzHX`5=kdz&w|0@q8{~*ts9-{X1v(% zA0Xh0gQ`{`jZLfFld}Qhsr=Mu%rh>roGQg`aXYD`D`hL7C5Htsijbev!4{qA|I%-E zgc~RGyxfJhBs*!pAu;VLi1lZ|h()M@tYTTB**rf#&%>q*v_%Nq@8&gmTu=+$?^4+M ze_n2DE;Jod2y&hrM@(VX*Rc*dKfM`YA6tcZxJ^}siBeH`0lks9)}WHQW@X_gb%4K_ ze~Z@*bBps{F5S=E)CSvy>31dhABa1&Gz%2g9m&*+RX#9Pj>LxRigX9U)d!qx#0WQl z##kU`dQ3wGT3+oAsz+FW=vEX<-Xk@sL%e4hPq)@wkx{n+8SMAWd%isy86N)j@??e7 zxLJWw-)qCy*rC>RFc1QMKbv%Jn$a1L#3Pu>ieJLrvHwsnQIiBH6$oRuiz1ulM#^OM zo^DwU#xm;N8Ve{dcwyZHNhyxvQmssy&&v?EdItq0g#3S zJUYf+>~JzuB*a#5A^bADIv*9EO`?`X7FT-{2#}c0Kj!wznLIgy1BA6I$wvAf-n)mqb>1(83dD~b@3wxe z4V70M_dpjgeK*HTD zgQ^zw&N*D}FD)}1HVS)BC|9lDY#J#QJ}^nb6XWYaBK#o3lO^%P)xk_XAldehnnPlk zU^R94l`}+l=}GG3GG57a%{ME4h8ah(zYNB4wM zD%!kIV|x4{#=;NgeOhUjtP=C>jOqWjs;_N_K61il@;&SHXq&lC;qmjWZYOw4JwSI0 zFh7ASbWFz+@ABay%$P86Y;KM!-M2J-8h3@Awf^PlW+lBu|66HKps~#7&&6C?LkY3S zj>&*$%sv&FUUK?rqB9!pR@Vv~{lceS1f@czExG|VeF`7nco8cqvUg>5h}FifNAuXD z>6{bZwPr)|g>|N6XCvoCa69V1_4S{xPOsnf2) z8Q2y+$W_$YpG77;_EaT7_8G16zA;T!?NdGLPvl|&To`(vg>1Jn7jUrm$vp^pU6*sY z4l@?g`bQL4+b=3J+8JM(ZcBR~NrGcLl(1BPYN(JjZ3XBoW~TnVchUpPi|_mgdGRTGzz;vsgrlm>Wgg=9JS{cXo#=I| z1s)D-)6YLMQbRy!!8H^uT7XpgIJ{(!G5t=yEvTw7ylH>HpX^ADk(?Y72|t5nNY@yg z1gG;iG-QmN46ww8Gki>xn<&SR6BJWth~Z^Y&PqY(Ab zy&b|Y!}jPg-10xqlqZNR0ukF9!!0#i{|ng?5$B;$wI^}S;>7o z%{O5@1_hmIvi!#$!yh{w8G)76CjC|&>>X+}Zj&2FjVsfI zC4dRoD2002h1#847G}_X=Nm6aMj98X>`h2_`Y`3s)GOJOk z>|Q9#Zq2M-7VJB}YR)uS;;jg)qiwMpe2&DtbHp!d+XmE)GOs)aG&2}m^kLF_LyUv~ zeG@*yD*Drm}DVMrSry^o0i29?b9!( zn>j4Vm~FCWsm#wx?U~|+JXZzH1cMx%jJKFKlqPGM#+C)i2PJB}icG@H2eL5BQX)8t zgI2mGy%kIa6E;~reAatbvGH{y+k;;qgH$CAnXdQ{GYL5&T|*^{#t&W)Vc?&!h;;_t zRn>CH9JGGB+a8k5j*?7QVeq*)8ol~AA3c+FVwfc)@PH>wq(Y}YGvRxJ8k1W7+s&Bx zj{)lSI>JWCZLhZjt|CI_sGdKny4YR^EBxQxPin&)9?wlW2!8?D!FeGkR)bb@7)M*S zO8e`>7mXu0ueBd=cB2VmZRgkMbL=zj)-vxBoaCM7suFESnRe6Y5Z$q%J#-1Fw%*_z zzm>x2jG|K>2m*XB$uw62V>iakE?bNQ9bf|LDx`h;6I|r_ymtaN5Hs5x(iRMPpsf4q zwA)%Lh`-K8?7+K*oQ2{bkQrfey`^lpsrgDPAPGYv`3W*LCD9p&x*qbF=-wlk9kw|Ad9FI^ zX2n3DVG|Q@Bu&GMA}#s0(;KD#2Mf7VA9Arl&6hS)KdoxSPW#yi0519Ij2A3XP07n- zQpV}ReO8n21($)<6qFB1nMKlxWzx)mw*2?4-?Gld`uJdho2IF&O>bW3Ya*e{X1vyD zu;_zM(wSAiIc*|;n1-4zYL>|56GE{Hk1$NFqmvH>M5%qVwmF`>a zPyHTvyk4yE_4a{+h8-K|y_W`;K8Jj+@b+$&5v*gbJr{;gfv^@oOwNTIjxp)m*$5zB zRxjwKJupTCPkJEx#8>)HTQdjT!;h&0yt85QGE@7N_OLW-x9o=^z}ZCUC~)Ssmmg6^ zcQ`@tZFiB|>hu!rN%OlTl`RQ?UHGGIWP=wBEffJqCyBY_I&AvRnTig9pfxZ zh~LCZ`NteHrMk?9_D1>R!draw@7TAyy##%`o+lR04pt0#Dvar5Zzn_KbuN7?2y^U* z?>}F4b2oYabO7Y#CJO0Pb6gXlbuTAa)VGn_FRA(#H%_YC03SIv@oo4W)oPau^GO^w zKxKhVs8OCR;*0W+O8?k4i72FA%k8LV+SD?h77ikR`rd;a-Mo})(|+U_fAmIl?8rAI zA);`<+f`8pIGPxfbs89E=~J8D46GN(4}P~x9sv_lcs2ZFSG3-k@oTW&yMHi~Ky>l_ zw9r>Phk*3tDxOmcEDzr|l@jTVn?w6ARWCY`a3|L@uGDz^ZXwBG8tad*MgkI%t^%ao zZ#KWtSd^^-LUet_R4R?#4HZwkat9{wPnjz?s6LX_l7nEhipWai_Z1eqZoZ0T<*w z94&^eJm|VN_-~FakD=GuR5qrRjeoRX_n5Hu3!DnVnC!F#dSrCW&|h!vp3~|U6BKsh ztYDsaaaw%+pFqyGEPwf=i60(vM$cZ-U!I4wu?Dm!^X3MD%2jSw(U2c0=vlY{Fs9bX zSbYhjrbSO(au)2l_uTIP^Y&{K$VU4yc8VoIV-e!$Iv5Yp2J5v%8Cx9`H5oHb5?s62 zHl<)beq;6V)O)b?4xI7m=0-6XP<)i5k zQAVfkFQ^xHP|2G%0v9CS8uPyI{TT~UDYJvwnR6R-g;GRwc05==Iq2}^p3FV~JAo*w^t8%qxonL8&?=rp5eQ`JwVxJI~P6yYGYmuub>tRV#UL5Lgt4wv~bh|?rVri=BB4SkV?QrPN{V87{Vvbv*L z_a%RSoY1`a)uI}u;qax@FWTUckQ~TjUI&mfWtwJFoz~7`aeZ8XI8EDG9dBCs1!s@V z%-OU?VK`7krUxY|gAX?MH;*ot{ZdqcG%gQ+hC2AU*5w{Df4g#nhMuMP1n`1*t~h~} z+#&_JE{DBWv({B3K3HGjr$m>>n*|%9mJPm}1jtF5oy0&Q`MQ{1I! zaVV}WEydm49fG^N(;~q`(c%ul-L1Go@Z#=v!~351ch0#V?zn%z8S6tbMzXVa)?PB7 z`OIf-J+ua3yXUCY?~G%Ix^^4W1|SU|yt}oQ(4|)?-aEeAUd%y;sEWS5hfO1(8nc(F zpUQ#GV7^B|!AQN_LPA>caMMrGYNS8AT$=L)5&ylQeD5H9B^iSlr~W59{v8iWTMl;h z{p&76TH&C&@iQn7x7ic%epMSeIRi?hnnMBP)dDCP_g`Y`CAjn5@wmT#EmTU>(4f8^ zGp;(7q(9AHK}^RL9Q0;7`mm=^|7%$JGsE!YQdQY3aKORA%{OHnI@vDPc0%*pmCk!g z(9||Dw0h`U&5rEb@(?L*S!e^ICE*aJlIXsw=Cj<>>v_AO_j1*fy6n(y`f zo<8l*mPPHg%Sh12HdcF%M7?&*23EEs5eBmSE1>nae;*zl-BTc&&SpK!RBOMs+VF9B z5qbu9(zigy!e2nSjfSf=gM(j5?zKu1mllEq0h$+Jw8gs912Etao5N(xpK1n0E6I5H zQg@!qR)FKqTs#-JpCc7^t~QtOu>ChQ;r1at2JB1)Q|G1jB|&|k+O{c7*}CD_aIEqx zZ|%?=B}Avx39M+ye+8V@P_P?wj!7d9YpSh->D3Q zF$JWSm7hi3V8wG^53hl!H}3gr%N9^{iO@w0P>&yUF*1e1qUNZ6h_De$?Zmw}Mw6@A zbe#~p7SDmdK`L$#vYi!HalU|>9255KT{rGWm)wg~VJ|&OvsBXxRrRRNnLCre&`tbu zHT6DU-h}>#i?924>m$AME{~{-bH&l>0^DDIE%O=ujBIg1^pXpvkR{4?-81_BQhC%5 z2bk!5dbp{AM$aa@u5|k>V~5By8~A0KNPC zVh8;&=ePZNwL8OT8X~5|fsET<#w9Z$AWrF#x-Bws-NuOg+&P1_$uIPe-`{c(FJtyv zX}7y_J$87Ae-o#a=sX-yWnyd8WG92(P58IK@>$UBoWOS=Eh+7#uK$Jl=hKT~2fVKi zPwU0wbDKcli%O?4y^;}mJAt5upq<=P{7Z{|8vT3+tV-c!lx_C>V|mAP~X_%*Po%XEAo8zF0X(-?_h1j!Kw`%+?~ ztZCaNb+sM$*L@PXuZ&+3ugD?MB+lR&Rw|PyG z%brEHvkh>?|Lw7QfN>#S8hCafvh)WsdNyB%qv0kgg|AMk;Q^=LkQ!;r=|+97q$2YP z`(V=uhISJ&zAjxCb`=oix#Qn=G7$`txRJ(7&SjP}0N8V5+bzED`hF7GB8BzlOOC@(>K$nV6?qs$MPVH^N z?e^p#(sGk8v8sTY=(D4TLa~@4$&xn*Z4&iCoVD8GXH}H!PLw(a=OE*2ibKxUW;F?q zOzX1aID?xOA9jx+v3r@lvuPlyVvet(p!;dZK2f_nd4RL!l=0rnShhq?0!W^=cquUIkY(}C$uG$DzST-A5E!xx-1Rfed7q~UCt&K6!G zS4!F=472Bu{sWcH8(6QLY^Y$9h~1Q5)C~2YOw*wEd}(tcEu~@MUNs4dBfx15A$2Qnq64g+mrwi+^d9 zeYW7J6h<$Ne8I$d&x?#0cU=+$#J`-qKe+d?vXXL0sZP`yGVUh&bv!l0EPs{)_njgH zPKUp2t+`j5;6mGvtK>efdS^tmots)&!+Td8$nb~@D(f8qzVwt?H^g_c!b*K&O5PYT z8EW}l!f{)F;cR>FJ-6&bP`l;9yn=W`4mlO+KidMkF5bXwUu=LP(v>m_Kg2WZt1*)f z8Xx7!{(jIw3(Ff87X*rq`Fm@vmrLmOb(Kw>ngJ^Wt1Ay~4x;Su<En{HmWZgi^+q$7pDBTEhz)c7`L$+cVLaWetWN>^y2S>=mzjTW+mqQP$rO*3 zUJI+g-1cr_fqkD5V9xh_^k3(!MiZ~C0t@Wj(AMlS!p{`cppP*6zIQZyy#5_K%;}1C zX1KR^cYG9|Za$ptcNj*P9V%^4izxe_3!q47^hhp)JQ06R?k1pgtrQ_o=DA1p%swKAn9Z#F=$P=vb0O4+PHF|JXNJO?RT%!Z+C8!hVF@u zo~-vQ!kGea%3MrvNg#^PW$3LT3Fnd zsQMUNPA{UO$+is|UKaKARHwgwY{bxCx&6*iM0on}Cq(1n$m}v@UQ*M1D%T{)h}Z3w z3I=8OkMJ-T16Bgaf#Ti4O1j&OiWYaC>bqJ^O*SJwSBAAk9-g++JCoFye!!}vD9#j* z-{CvIb{qHRr4MnW3Lo*1KZkTdW4s@Bqc4Z!sv7klHPW$ppb?jgHuGVmc)5RRv2fM9 z2#1x`LZ&vNg_=xH`nF%*LJihKMR|&!Gx2$X?zg2Z+RBX@V@filGSc0Sb3_fUKQQZH zOCM##Scz?e=YDjr`9%FWba0scPOzQMuup~%MHU?2u4dvIE z)h`xZ6lD}dqr!zlahJP%K^iAZ`M=c)e_gjoM*|7t`#n7^hNE@e3+MYa_zW}m&bOIL z-Fkiisp^u>jNp+5@DD0z%3(t*R8Awm(60<=@!^&P(+_n=`J!rmwNiV&Ut_dQI`F?6 zw-k8KME($$+`e#&x~mI!{B3OlX9_C3WNTS!&`M8l_b8T7%V|7EMiYJ?%8Adq*)>DF zNL8>;gQA^uwQX;n`xoWJ(C1XKng~~vy~Y=Y~Psf zuWdtWXbM=WG%i63B;tr=k53jfIMg~=nl~ITM;vcTnHYYVc{kj5e5uqThjpm$t8p-g zUd9*d7?%`#Bg*Xr0cnAJoLfEgpCPzm>{XjwmzfL7WwRJvYBMLpIjT^?&)*3d?5y>& z?V8KxyIMkU({Hdf09AxH`JF5;(r{i49SvEQDCmzrh%kp}36Y5{n9-Ce30yV^D{%Yd z2h4bQ=~r)KbiB{iwtiP&qfeuq#dWODLo1bwe_&wq6tNh2SK9bA;qo~w#o7^|r>WW- zCq;6)-9(7x7NEL0XUPImShk{Ikz7S*^re;ZV!d4BwUifV!AgCx0 zLO#u79Q?1ST>%dn%`1n`WFnq2=L5@{%Nx~5T=9|*w>jTd+Jb$NsfC&)NxLHE6%oj+Wf9OtiB@?_7X*6x<#;Zv@L zyvts^uESW^x0y@KQq}x^Alu`Tl#Mc>>E0Q=-scB;4TcIM2kdsg8Y+RN@W($+W-^KE zO9+&Oi%-F?IVM3E7F9XZ5MQ4<$J@u5nj!qs_zSC~u0+$O$KEwh%KdX$+kL@u`>@%G zqSos)G&_Sjr5UI-Ul`9!qO_zozoYaI-M4+AEhS}0qnhGn6mr(Bfwu$QbkF^IwkCw5 z$5pqrz7DGD)kg?hUqO@#RTj23Pmi&4(-QTbo~_DGqm#IEbC-WKbtNCKw~x=546hmK zXXiLYV!v7RsG1CKgq8ZvK5JH|J@+Ik#+PMA7L|cEBC8av=Ql?;^rTL``Y!hzjvCI8 z_1vc67eLUMq|F_gpcRtiOX6QV*xYIooFDFDSa9NFp!yahWjnkPS)CPmkdQyn{T#pT zL#cdU{YJ%=qAJlT>=Myy;f0GqfRmtHH`($P6m;CdP4bJN9FXK0pW^hY;PD;l;*{R` zY5|pAXif(U&0n1nkx%1O*z(=Pb4|qN_^oY4T(i?fR{i9v8adFt&2odGAlYH-*XtSQ zde!y4?@cd!C5Acb+V}g&8~FG&3nXBQ()_PBO&PyT+#ePEUdbhzEb09&iM6ohvDL}* zFTNz5uG1(j5!IAkEdhA2sdzJ2i`tX_E_2nh_-LZr9abQth>>(ByCm8S66lcAFdhR2eUHt>`r z3i>@i79=X~PX8?Wm)c0KV_Uco?%(>SctMy~X$w@Ofki|Vc`#Q&$BNZQ^{Vs3pc5S~ z3VRV{f`)Eykb7tpvPIus?$3NYw)BOD^_5}A&|BuhtSS^bwJbkjjdv*qRpxfRjyQw|1fC&{aD{E4(g#UQHIbmAtV%(sb$lhaZub(8fhx~ z)fSCrS7sCabzz@-3gf=$6b{qK`jri+f+!xUuZb%$c0^GrRikXVIVp)h;{3Yx5TGjY zqrv%ji#Bz`9htEZ<@o^tx#hbZdE)peY`T2e2n}6udtnb+t z6FKux-`L~T)+ie3WOpMhWu1cXDRs8;^$*j>s%UZ76;ad&auCRVE`uBo%`5SQEYwHy zAEoN41>tm|Ge-3!1#^9l>93Gqd_y10ve1Pad^N%aT zpvM21f7E~`D*u1};IY&H`XV$93{?Q`e#jV7is5x3R0QUFH_fWZ`P}cCZvUId|K9Ng zw?ADJbb1Q7!S5NCj%Su|HIT)lr~#?Z=Gnz~77S(X1Yj#u5{CZ|%F`bXs?`<#KlSfx zKKTDc)UPz}>u~-*E&6|Y;{PQ5|Fu|T$aIuD5)l$cK*e-@IO}7X0`X4CuZ8@tG~s#T zQtZiEd)%Kt3gQwH&1I+~yq0j#uY^JEb<%%8g|3lM!S7NF-p$tGLJhmizKTw}uh20K z&ue)6fb^0aXG?S6ZgcbuvKy4~}=yRdUm@ly;eAp^1 zMpR9Ip+rR>Jjw?27g>hbw-=yx=ER?@rvE$(ejVgdE`j<`{xa+iWl%$a!l*cS6g&&f z>w`HAVjjEb!DlF@>wy-X8MiG75OA0v-CrL?LCeS&QFaoo&BrptpmN0Zlan~DIx9*x zHq6m<9tjPN6yPzP3yf@epj?k*i3K zpr*t*;13_L`zjM9wTzB%s_@lItvfqAp(0%~nd+P4m8l`aqG;%Lz7BO=q*wWkX}1hE z#MPtvCNAEip?b89pAf;%>-XHERtSrT-jg_U-n3mse*m>p?u2^8enKfXUHFiZXbTl> ztG&ydwuMHDiy-ol0r35!=TRzaL`=cB7Axb<~WNN?A z0U_EoR^29(45>?}KiOhh0(%QJbjhsxu~0;5098re9ygz0#|-~B!f-&Mho=!!3~C&i z6H$olh0V7RL_$JxKkY(c6?{d6c!f|%iUC#9mytph^lHuJ2s?<-!d)M>=a-|EhjBY~ zMc&gGs%&gKqYm<5D`vOPC1?~X!(T<;S^48hy}^R7Q_FT#RLFxTV!m-KA}YoErSmQj zPNBAFk|H2D_&23R%ZI0*r^ILW?rj&T84KlZpw^oU!4r>hJ|R=tb3v~Y7yTMLs7*nd z$F6|+)Klx)L+hw=)_GzKVDfnbza6X@NvzX5nh(@VTPM5BMl`)2!U`Rr1{MffxX_Nn|QU-W40#iQ!-_Ex=h%blCLqum{p9)l*AM*(Cwl!OvvWF_%PQz zEmF;Bl>Xxe>c^LRczot=gw7g|V<(V6(}j8k#m{eoGMlxj-p?1H@khTspfAG|68be2 zdQUS{jn0{IZpC@@79uMw#=GN&nR8e6cT0U;c zKbwSNbXn&f<-@c3im8~TUES1G_%Kf?N$h>>Mif2`xNJLaI^bX>2VA=O-MB3j<`uR~ zJ{+_^AH=jN9kH}s$BuqBb$|@&KT?$P@T|HUw>dprH?+6jfnM%FvPrGy?n_In^%1fv zJN>fSK_4qxI5ykvXDY@{=30+k(&zn0pN+bI8eWQ63LaU?FFoG)z1$$QdHenSLN4|4 zJjed$pH?Y=0LWGAgdr!Hk_80+%)XuP7p|`&fc5PZ8g_%*H5YkU@Roq1xb()>g<@B(5_eDZ@lgC=N3P(6e5{0)-n9tFYWcG6+MKX_T+b`ys$Dh?%LKviGR9_Ki;b$ zdbq!2uH9uG%5R&$hr4|l8Gjr(tO!>&{FqhyXtRO&NXn1!-|f1)Bh#2tH$?w7M4uoq ze2996PWUW>!Tft0Yk0fhxiGXY<^pNqM|zBDuoKef z4=bc1ti4Gmz4-bWj^!{S`-*Wxykgm?ZfzHt7w5=fOLoo7Q|{1PoA&%XCj4+n$*b8d zA$0jb8_W8PIl70lJhgs4%u24aW!b67 zs&GsJ>EE=gPPX?L*6zz5dJtOUWVJkt4-+(TA9Kp$4At#=I}r-OE;!8XSiA9AN@n|egUu|+P)l`iwML)$S+d*N!-}&((11%!wA#kad44x zeB7T7^g%{%#NsjRy*G&q70uem1x{Mlvu;|(9~mxkX9decnV1>j6Ed| zDUe3jS=<_>XQy~>Aa5}2eGat44l3GxZ+rD0doNLpT-{HD$e9KJqo3xsoQ_z*FNCZ} zdpKgZyME8REg87!+3OzTUaMNu$NzKivvqc;ZCvj99`A}e%5=;SjV!Lhwtrfhb44%lo;KQtn~$Ic`;%i zPCF2V0Z3yO$(*s9oPSM$x@wA!PM1aUK30!*`fblw6&Sl&UdNa^ch281mr6q{M6vtt zHR$BDqpxma1OC&F2vW?aKAi!Cb8YX`@2fhUW{RBGaOxnPyP9&d#vxm9DV|bOuxn|FY z-;9!X5n|;FgKK&zZ3DMHQlU~n$e#X6(1|6W_df$bZ@VV)8Swis-Feo$FZ=-^0;j7t zZEhM=!5pF&4Z*M^a`>gs&nGX!e6_rFE{%Voi^>{i|JvSoncbkYnjrWa2_r@h&W~Me z^?|?Wl$-)BCq5^{(=*$7Ww)4Y-$^kM}qH{e6kv zRq+C76hH7T%Orl;>#|Ka?CE~gen!Yo+HNp~swBP`jH-`1Dt4E?9jWA^yU{s@C!TZ7le$`B&V||!bh-{wZHdcv+V+Opsml0e!T5cqIhOhkk_ z7n%BQ7;8`zO^iyOx3b$WGEYndZIzGr#f9OE>?j90UJ6;j#~oE<4V4^ygHp= zxWs$q_8YJEhAaM4ImAP1^1Fd8`k&1-=0rf7PznfoZ~`6Q07U_MxF|qbVi}^lEl$%C z40}8zU58Jo&j@-4NO0gkaftIuoVx9)LN#J>SV@NMKYM6@d4N8a1LCe|=MZ>nm5K3$ zzQ#K%a`{EX`7hTjmD2l=bjGKB>E*xu@Vr|`6E9j?$|CzEfV_xz&VLF1yYZ4B#Afgc z>9CJIY9I*(JBk6|!oWTtalOXO*uva91_w|6AqTIq1e+=ptsd5JvHyLr55eD_J*;&y zi9|sr4<((6ZpXFQ-@L{gyuXL)oZnia-s(OEYDcEau+(o!v_q@4OIH8c?g3iteH7`bGbDiwc-oy5D+P2H!+UQ`hiRFZGNix_N#lbsK-{(f{*n<^`zf$I4?=`)$;w zOuk%q=8*k)K5s#T8z2F64I}FGX7tU}jWam&We;{sEe5EJe2FCQvQK9ETv)AlZ>^&u zdgFDbn3OdN#-UhJIy7ZgNUyK z=(J?z^vTYLVH$zNGIlTCST5Y$Wz|0jJKP{^;}`2>2qb}L;-2L2YOnY;JuvwUO9O

91**#&DS7WxN;Ev4@kg&7E!qo8Th4&6b@6UK2}1er0@jxw35E zx$$jo2b&&0HkxC~UXx!WgwFiCxw*7WnC72a0+qe>oMLimwPye7p~8KRFmlV}cCOY6 z2W#M@g+sYs5<>pXWi}o~+GkrOD_96EiIMIDeTnPaDZn21yfEe+XkT&y&@%~R9(v4Do$%X= zJ}jSh)jmtj#irAA-){WRaaAF@zsly6G8k5YUCfPBFGHVoQfg(<@KLENmwVqJLhNCK z08dGkJMbEBOWLx~pDO-q&O%~C0yO^OQ-)8#-V-k97gqex`;IxZaFK57TS5li7yFOs0N)qO)xOFYse^v<()`HWsOph zaRYT6B@4Qr&f@&M_Zvvw^Io67?(&-GcM~Fm!a`4}Ny(1V0*UqJsQjPrVEJX2&LxawAPNC7-A}YYmuYW(<$neBrH>eS9(5YDX#Ny z!GEyp-dC)Tshn`)agOMt0-c<$^~Xk%WL9En$0 z*${E~CM`%jWM%a~2T}|=mNYk2dbCet>@4cGK!#!^L*c7rZN8mrr-uau#I!LTvHgyh zH=U3Gw{DW25Ny`7iiH=p`+8_Bhi;c)0VkhdfnX`f&EudVUxGLGoUc%LX}`qUB}!Ie zR$4?INCEfWK6PM7U%SGxlBPwz+x9^X?`q1gn@Icm%i86#n%6@?GhU*w<|g>de@*rd z()X}ng(!dCIyQ}IO!iggz)t32UOXqMu>g2Xu|SQ_mErIE1NZQglO{#LdXgOuTXd}u zUQ>do6JXnAzV{8C@J3>e=LtN{=5P=Qp40&einrBm0!y?z(FH@k*x+dVVJMW4fiq`{ z7*q;h!!Fz(fxHp5d0uLN(xzb-j^b4%4@SvOhOw`lM~Mn+G1Oi8qe)Jhm6AmZiRh9wKa~Iy7qd#DS)**C{*{M z-mA{7{vVBb&SbpkE|S#YBV6lu)FS89d(Xcmgcw1wxX`#1AEWBeZbLf- z9KyMYG-j|A*;2w6W0s^RH(HU@MQ6#4oG6x|->alw+IBuwXiDw-KX~kB@+@Cu-N^84 ze_ZJ2#(c`IQZVz_UP-I7>Gq&oBk0jj(=c63An@ND;(HW4&>Sc7eVX$V8cpROgCMEt zDQidvSVg=1``;Sa`d&70%>j?mi)GZK5Q^=U$|qM)v2~eTNE%he{v)_Fnp*QH=nr9ijY*IWx1fb7WY= z;e!wyknIPc8;ysg(zz${y$8Ga0?xd71Cq~WF1hSR;Kse{4`jI|E~))p@k>REaXg`i z?ZX1j8A+69j!i@si^5+R!`B^qPQUzNGzu-Eu z`~V;%As=8fUC~KRb{2j)OFn?A=Y7`8K>R(KN1S-le$7>D*nZ4j`(Cv_Qedus$o{C& zjMRojZ@c-U9aam=tPeEO85vbi5g9G4_kz*@$vq#ush91bk#ZvwejR)~3R+c^O?sro zlm}HM+DUU>%&BW9cFWzUJ=vJZ%VQ@E-$|crhF0_-#cx|GTR=dJ#Xmq)fEJ-%FI>qM zs0WBT=m{G?iHjv{>tuH-p=8DM*_G4sOdo7fGP3512q9(mPcZYJ7F7o znPtG`cvtZ?B&^vK#XU6u?MnY)2C(Znrf@8L0$5uK!)1(bcPoU^K^JuacPq@vbw*Vk z4XEq7fVqJjrTB8r`ob|B)Ll$weft9`mg!2;j;wu)hBZ~zjTueHDnloj(yq!)+z^Fj zuOnZ!^8pI{x4v0Y2P+Ja(Mk|i?Nra}@LH}A>DcM4Vp3ZqjJXAWDv@GhS|1UHyu~1} zG5Ea7`QR`5P&?&7cnGOXey&~FQJY4<`HYm)DCA#iB;;T`F7d6(}U09D$yd zzhT($e~C6MC6}ukwYH7FH1t{S!xxo0^#6AnZ?LJe%LxGUgk}RJ~m|#%?xT1o#Xue1*5q0Hk{`SKMV`+(-OGs|_QR}gx?wRvLs2Q*2v>Ei-s>p2 z-{rImqW`@7vk1GRl0=03)(S2_!K{-v=^?qAql$x#B33#7&5VFmi8s1;#&t|)$G|dt z>8?uRd!90+Q*S8^`=d@AsorqOZTY+SYOS4ZitUNhZ2-PFNx9?TR(U=ruutoD7DEn; zCp-f$9JWKB^h~aMU21djhb{BMF!!_YNpt;_uw}g=a1vzg#?N)dPW&qYehJWQ-{u^< zAGGLzHoI?jxL`vhvG0p>)Es=nm^+1+E@ez+*aA0n6uc9F;SI6D+zeUXTW*0KD&UIh z{I8Z#MZk-_aT#6qWXa^d%q^GNlyAH^rBTan9sKoo3O_^tnlbIucC8^qrIwX&@y{wi z)a}%=1TYT%4+e|w5T%ooSLO_nDimY{IY!7UJ9yUr2gLsSwE+dydE?S`0<{(Me}6y< z%T`J6ERh_YF~2-MYU{}iwCg{K)G9V%e2V;nZnv-I8|EPuhd!;44QhDCNa#z&3=^bW zP{6OA_CQ!Lrl^O&Z`Q}ILEOt0j$5zU|E(Mp7sSra#$kTJ~a3}G}z9% zf!z*}Qvuc%dxUz$Tjf4ZENxTbw|OhZz-J*~Um9_$OKmTg?TysV^4#RUZ{Zu*i8C`w zyPh0?nO}w9)4^1a`7$;rrn!XLDI^IoN`k^JHqLIs(pA=qTW1-LOjce^Sl+$sy;(O| zK6OnY(_@dQz>tahl#wZ;ooiu!DHzU~!UnSxQO3A0CrK>@9ghFHlTlG;I_*Ns**KFi z@r3mr6pm>9{g)&}{3m#&C$qkLkBLCJyZyeT-IG5GAa!B)@adwWw2@g1liL!V4{sx% zBIBVys4YRQ@#_$Lr4ABm2d?3;s0C-z|Pea=6G-=%ATa`e`xYQ+F-` z9&G;TPgBg_sot8!TVsiiVM`bYczlJWf5h1@ZlDV*5A*Z1TS?8I@}OfGUuH;46F>}i zTJg;lm;T+5x>Ax{I#3t$>&4I?7+g-Eo~Pyh*F48ae$xFiDcsmfFyY#5ACHn)Yo=j9 zbu+0f%A0tQJzl!MpwH(1IwOPvNT!g1eN_+-x+h)-zugO!?3=FJYt5F8ORt77jt4wW z;|st0dw>&$OSxaZsQou-7aDN4o0By6!(4^&=!C)~XAb?u7&~{a}2Pf|N>c~N~=tjxuvMCg+ghH`~w49j)zN>G;nUO*XS=CRw4 z`gNvvs)Cj_#G9(LrhR3-zuw$aF3UbN0+yqs=}WK6Ic^aaRf%DFf!8`OgKy5}uB|PJ zIVagd3$u0i4Ex}*3x;@kt_vK1lgS8Ij-Lu^&vxz=4@7);FeY_TipLpCF6XjIf!4N# zSvwVt)noZ<8_6%V@~l@+mRfx&uFe7F06oLR!InIkeZ}W}dpk~vy3J;0<*Uwo2TGy4 z*~fD7!Kg@~qYC-@>@{{wN{oH1B85^{wr|C8Q8m-`Lsaq}f7j~1g)ha9?%n9w{r%ARB`%c6O|4h5 zdnL*5j$vHnv0KE15b(WGp6|o2kL*vz9K+}8I`Y^3VkG(|I(u)giUDn3cuagZ+0>r1 z4wK~F{5RG);1mJbWL^EDiOVTu$KU^YkJK8Ue{a8*=bucdFemZL;}HZlyIP9rZf(=8 zTI)Y7qKy^VpB1AUe&fikBf)ar3F)Ssi2a3MC+q2L&&LJs>$1|e^?gnC5CI798F?I> zYmhUO_wZnarowwE+BZ`?WNP%Z9?qnFY)>(pxQ3r@en($jVy zbC3(!#ODv7?m&M2Qr`%tZ@vRw}X%scJJ#uj+U)HOux_br*HcJi+%VAD#vpck1_|A@n zV7v8u5|G%fU0@1vyR}V<@~**L+d?0jb%Z9F`{`7ebxe|8Gi`a{fvi_T1 zzHJ12F`T%g-m)Fyr<#}(QaUn~#$s|cuvISV^h+!pESN#tFoG9NZmSOlt9kx|PS-ox z0^H^D50~JBWm=NpB^*~uITsaDio{WSqg`OXW;lOBTRs|UQ@)^3J${u1hsVi96 z;rT47L-me78F`{1)`sJ%95(3F1{V{n=}JiZM&w8Css}Q|8L`w}L|QhNVEqKOq)$S0et0*oVr;2|I;R+2Iwl))UIInk9`xe7 z8McCRp^sKrs2?>WB!YSU)m_BA1KHj-dps?Abxm{V#zGG7(ex!sd=> zA3vu<228Q{6@vqw2?S2i0{x0)s5A}ATh51M0eIYs-;$#X_A(kh|!6nH+}3Q&6UwJe&)&eD`f8 z>i-1j_PZw)A(8ZF--FrnTWzVVH~cn<*TBfeBnyRi2f0X!PlNMFv0ry=-!qV6exq>w z@>kc3-Wnk9P3B*(ztoYIklc}ysNXE6L*zBZRRA5Ei6VdEqJ1i7mXGEQFSrPX508U8e3Q!j4K}|3^s6NS*hj<>H$(GtMATQoI0L zlgyC|#;95bg>5A37^U<}BdVwZKkajEG0uD4>Z_{Vw>6>gVtHf+-4bDp6=xAw-zw ztDhY1jAMD5#cePbWo`Rdi1vE@{-ENW{(*4GC*E9qv*7yxM za3lfrxK(?+jYN-d`bI)p0Uy?gQu=*C7dz`g_|7YDVX>-NZDjWeX(pgt-O{t~*n?}j zG7<46U)b$plxJ5_mXIi1(pa#1=9^pl!wTm@9S8C$xL=3`O{nr6!q7Rc^6%Ii(ulpV zdot3>j^^AC5(WlE(R&MzM?q_}T4XfvVdh*I%lFK6AB{0eWqUV%cFv)yRo;JnVfm;( zGSx@L-(e5voxD$lyC&Qm!ilokAx`ivP&bn{R_4%ZHDZoT)pbJj+Z^s~ofqACcuk)k z@^l^%1r7`wYb56f{w6AKyMPbH!^$DE>qx_0m?ame6 z)Spx0SIBtH82`uI@tEQKdgE2@@K#FR{eD7$g*v9Nqp8LCd;#dwEP#vb;lD_nR)apK zUIcmKr7UUEJ98b(8iK0_NnO- zy8MMfiguEX<-1?#Yn8FI_=#Qa2D@;h?#Ki!gxnpT5;kL#f_t8U|3~cT+OYofIhXJI z=v*!o+p^!_z$$*iLV-qZ>o5NG5$|)oZ}8zRPN4}?``aq=hpJi){GNM@MGw?zeK{o9 z7oJIZ`c&}si_i;Qn^YF7E5U+)lFgy}zKb_UiKeJ4vnw?NzOtQ+8HcHsTBI`ttfWN5 ziXXhR$K)*Zc@+HoadO1XC$O-CFazk`Z;fE5Ys&gF1hsmtL7xU|?N*J~;^k}?0)zOb zyP!{<3%W>MpMAE1DS2yT#2w+p+E91vB<>kvKdf$-HSYI(F_pK&+_3!9y#dJ^nsK%d ziax>n6fCbZO<+UzMw6t6Zlm&zA^K2eDb~Wr^UjCQOKKZx#O3)lY6W%frt2~U9N%em zeOf|_wGX(NjhE0LAPti$z9_|me-cplCJQQT)s1bn+Un(!+6rU71E!{QibK#QVtzL` z7^mSL^7nB9F4UjE8Cs90)F-Oh`uJF+84=4J6por1@8nd6LXe3Ik@?UW$*dhD-hT2e z8TmA}Sk+)JY@2>K73VryIHa|{+qbQ>v=Hpy<&j@CEkD%mQ+~Bqf70O4!l_QI({I8* z-;qYXrJbJAlQzYKv{T>F=3xkH+h~duV>$HpLwoJLFm9RCIM&|=ZF_14NH+0#0 z$vy1UpDMq&K0Aixl@)#>hzUrsSt+!<{U#sm{@D(bO-hT<(AF-&Xc?>xD}k@)zOKWu zr*<@%Y|9R~nMZ+rkx)FwwH2z=OfTxw=$(gpfjW=+}ei=7dYalcxLvsCXr%SWP8aRelo^;R-nZlR31%Uyx-nE_o zH|dW3W1oHATDe~@jS&h7yA6AI?qsxF{BlnS@m>z$6=Ab~Q|Le!ro^sf@H#C%RvUBM zInMJgZE^nXkQGl%vki~cT#NXd4LeN&COlg2(;hlub_eT@14POqss<1-$^Fd1nHtCgxN0p&#>TTyqu*btVR&;UA z6z#fr#+E67D?(%OwQfaCEpLalH%Tn=KKsf}rSr~^EC@vqbn8S|Jsa;bUsaF@jyzK) zNi!GRBus5TBgmmmr5a;-Tyvh19sJSo7c4Ww!tJEF>B>9W*_v@MexGv|svN5zdU(u# zU7x>_yj%J7Th@5#VHvDrB_RH*o~M8QgUXuLKAn>X>(!p+8mO;sK)`Y`bdfezg%inX z>eQs$`WPv7gT2@lkBmnTG*Ng1-$Pb@t*Wk@(;Oe7;+d0%PK@S*8F+(Ejs5CpE*6K;h4K5TS#5@BweD_Eop$ABQULH~Xd z7)$qc&*9zk?5wwO{m#2(wcvcTer(=fRo7HX+Lc%m(r=6xyg3jF7$-YI;FEZkyJW-V zM!p`{c^N>yM@(sD99g0MC4cNBAIYVK#TDa5q~(N*G)|@R$1K46X0YzI9Ats&(IL3{ zC78FM&bVG7Row3m=;zUqB!2m3nLMgW5({yLoj$M&2I(&>ZlCxexNB?2o$zf*Eu|%(DCF06^}Ui8@DE+ zca4fVADTOWf*Mz7t5BnAsqJ9Nd}m$T@$kXlY^Vr6?{GI_$4Z6^P&iwkt0RElK48BP z?#=68@%i-AeiH^1mu{=eE7m6!$$IUru;Wlk2@K1N+_b_az0{H>pO&=GgQsbWWaok{ z9RSgV8zFQ&Ls+#)7lPk00&odBNqpbbY3s!p1EdOhP3jtR92XKPmpm zW0BC_bpu5;lna0)-7Qg57!9rBkcfPM@Ev;j&LJqEfHW#vL zw4+2!g9F#WZRQ!Qwdq}P+II`VDC=&iZ|27K)!ksvXU~Lc5FF%RpO!c$Z;;hJ)PDl~ zCO9r~SzVmZ8j%~OVm`obsn2GGY``8&VJCFk`raAd&+}>n17bv$4F+6z#ZY_DkMiCI z*y9HWK2(0f_R8EBelZ4tw6->6$_ezw9kjPJ2;tNu6PugM>MI%|wC`Gsu_ zT(QX;rHvA9W7i|hK_Q-sI&GX>^uvJsgC((h%-F> z>~mtvh^)2KvEh9aH*(i=N80<0ogSKYPPF7%Z!pTS=_H9*;;v~y6Ob;ys&=PKO99LF>dXLA^9{e+1*o2IhA%Ft-8Lz`3UKN=h3b*40Ke-L#$v-Hvu< zWE|>%X&SHvQtkzW1(@cs1cn4rAt^^Fy!7B8IvB9LvY{6V8~&eg6A~H-`XP*y=^~9D zF@nS%8`yHm5WPKibrwuG^rv7V*>dS2;1=noz{iwjWZKpeRld7!P1@;m z2>VHG<@o$kvTORW;e%p&pW!NS(QeRZPH^YmxmWj~;Z%TUT!4={%XAebkeyGtmoV`- z;(D)%Nz=5nP;hogdwn)b+IHBdXgn=_b|)#{-Fo{EEls=j`as&x#x1vk&dD?kw=i9D zZIVL{gbYR(UJnBB`?Q-anlKMn~IP5(}#c90<0m<&=F8}PEU=e|8- zF+vWbKhwe(NGcB&eSE8$H6S2XW1Ol?# za^U5IYe>w1eVOOUV*jW4jgr?)cG^Dv;_aHMH^&_U9Uh)eXx8#@dH}zk(=92@SFf=COnhDU-IYe2{~2iO}bj|*mSR0hbEcRmMjPBi;*^YUH&Ruu?RgjbOZMZkC+w5^? zg2)gLgU4M?J^3#UKk{-iWPVy{PU_4Eek>hr!mvhoB6QEBgrAqPO@*O8^dc=O-j}36 zqeqX+fHk(oDhWb2-gfp1&EZK|=wgQ@7Q>b6dxox*pLv#O^O71<4Nb3ql*CWmjQ5^f zBoS@8&XZl5mAr~M&lGo0FV5>uYBtWRFz`szmVh6FpMZV-$W^`oCXR!*Gf(U1z=TH= zU*$npbfrI*#3NWz`#Ny_U|ZaPx&GxVjTReuzVnt*LP^TD&K(Ee;l%oe$}1C&YF*>K zaKYPyK4p+z+`C4kg4`X7tlxq^{vEk|zbt4muJQcx)NGNVJFYXm85}gq^!oX4ErxX% zqA2818lR=8)29MH_+CcrF7gfAuKdwW6A%9e(S4bdiV&(0yg7ARIB>LSsb0g7<7gHv zV2ddOknKg zoB_>+hc9oBXBPU5KY6NQ8B9!NI1OOnyt21C->Pr z;y23>*igF@*ej((%Q-&B)2*3wHbY+xMd`$R@N(m7&6F3kWf?}v=(SmY4}!iO$eTKN zCVK3o@s;w{@hBVQu&O6Wpx6r;E_=bkNpM=1XChN_dYiiyQQUs(KR-I~r!NNl%OmD0 zaq;Yk(<^5O56S8vMR#&Il(-Bb6k*mMYK0&Vp0Vr0nv#QefTLwDKx&}oiT^HXY5o04 zCf^r#X)BREJPW_9FSxq!BHHcsZ&BF8b}+oSCbmK93ul`N!H7ojR8H=!z%`E+}ZN}IoQ&cMD5F*Yg6_+iNKHb3hQ^?d5!#7+&Af+H7gmV0J-ztXYXNtf1s zRoU7|eRUd~E5_w$z3;pl@fE7pp*2BmHq(2U_Nc7swQY+McT$*hy!x8O#*x{Cp=pcK z&sPgBRRfzxY@M?dA;6Dceiz5DLjM}BKq_b!DBc6lmDqDa7ozgrxpH&NI#pwE;3;Wl zEZrWL*1JF>ZwTkWOZn}{`H83xc?rS&Cx;hcTg9-p=)y$y z>uOr<8j#NyTRt~_G9kfbi}y2P@~a0EQda49#jHo6A) z{yU*ZQm_jw$G~g6yW+m`$;@C%L?u_UK3$-j!5eYf7hsa9dc_A|^p_~~iF{hi`K3@C zgt@yCkW9Ksuwjp^xq3$&MN^85zdfu~n`9#^S2Dgx446h_IoecAMWMee4KELImzp4a zoE5}PFiO|KjT2f)u^e?-GSF?CL=jtc`$-D`WDN+ZgHGIkl|4obr z8@Ni-iHm`4bGS@z7eTd-)U-pDfX<}GX1ZQQboMl`D=TAh;dK^= zX7=};%5Ge=h9&iW@RSf3s{k=S$l)Pz-^$fHZ@SnKi0n079IXebYH_sdB`;@6(P$iTw`m#d0UQ4HOyB-i8eQfe4nxPwzQg4#(N0}jHT$1qRfNw zG4kmC=ML(PGkBh2m%9J93w#Crj#W4}9#7yW&WK5e@|-ZG&zgsqal+DF>l z*qO+q82CP=vf6CJL`?iSg*@1!uLgqOuDkW8vTo9T7dN?EM^0ORtm42+8B_MIK6%To*tTRrCqSt}C_b?|t#ABK_^;jD{3V%A*&pcD*pVWJMwHqeQfi7e?0lR$$YO=P%T;yH z+{VJ-2(=R8E^jd(*NcL<|$*dms`8&HlE>5qIS<7dRB2 ze>7T(4dOxpB>$e=4@m8&SKev%42`$#Q!S{e>d$@HC8m4z@Qd0UMpC+58%(Ph@$7{j zpTnh=p9YG?KAZZ|fMUAP;SlEeqpyi!j~3I9-Mp}VdFEZURaKUsA&oBOO#V*a8eY1dYRT1c!L6V#38qo2ctl2gQbsz=Sd8twL*{6Rl+GU^Tt1 zgcDiiFMgY#nc-Um$kVOn=vFsDdXcRDdo)jaB5SuH>CEzM2?n2|jPQv!-Z0GGcNm(I zR;UkVY;~;Y(zK`TE)s;jz`T(wVDL~lHJ^C#qrvjDtQHMIAJjp%>{Yyv=RF?sWImyx zl>rMG(TlCN+SyJ5rS#t1d2cFjmNvWVp+`dv$;+;+e)RUyg;AnEEq-ZDkJ?=BX=Aj; zMXn!v$#+2{8V>0rQ}U~0w(P2l-B@BYJu|W&Tw+%6;$8@wB0{ej|`@Go;CD)(UQaqe0>Sw{UXP#b=Y|A7wx z7ys};$rsv~rC5LPFmbqV{i+#+a-c8u2K4hiVoQi;00Y1|{xv!3w>mD|46e_#eO;+^ zQOa1v+eN|)Sc$rJgLOZg(gz<1lGNtW65CB&lH^=KB?CDK06!#^26~ynS0``I%;x`y z&gug=xYH^Z`_W{gglsxu_xsj+8J>`;RBmxrCguVUSbg0BV`)QNXKi)cm6W84Co^k& z&r?8&wRJx2kLwF%j=x2Y$5eH9p~4*VbUT#c(j3r!KapM;r8~-C^1VL z6NH&*fFs29i$nkP&Ifr@)zJ~LuQmY|)C3K#KCe5_8qMzrj>7nG_b;=U@8(mQ4!=c1qd+BFG5N_JJuLXg5|G59-=5#FeO~le1 ze8aYeY__FY;MGUcw@QT*B!YZ<29F^*OrIFw)W5>gJ~sOQ!;%1EpNehp6}mzt%zGu0 zR(#c?j)mijH=E3ELQOI=ozzevnbk?Imm9X@S-g1ERxQSGZRzZe5U;HCKDJ^0*nDJ_ znb-ZKOFQXMB=l+sP(`LsI;1n+K;Z-%-uksyY4~_3R*PB!rJ*Y;!uHD5zH87t{+Jxf zJDUiABQIA2T=!Yi+tOQpm{X>eW_#Ytr#%PqQ^5Xv_Q@;=MSY_b_Iz^69P!?mC%!>) zI`QQXZu&rE6Ibo%zD1S=xxrOG?O78M(1DehmWmtSm9#FyvDr=Pdi!61hUe6=P2L2{ z+D;o6=T#w>Noj3v3pHf4#LR`k<3;IEo<&B%To@dg)phzA-e?IUV|z!jchb3E;qWFF zBshQT;kX-bn8I@_fiPTCp$|FoIPJVZA`*r=>|#{-eQmPaH`Zbak?km1-If1H_De9M za-Iw!t}_9)0-z66+O{T_d>`LSm|q& zVOVVepluXm4$ecHR`*n~0E+8WcBmPS+)^D%1#wlSaMh2LW{q~US<`bVSS}GZ#3VF6 zG)25?8Ki+(683HR%XdA&zy2)=ZK#YB#hhqhCYwr@I0f)5=&G+OZqT9mp}f!;UZg4j zmsIw!RT<=6R=l;MoB}@nUKKDZf8Nm1KV%xKeSpV+>Btz7g*)v&Y>oF$J?uQ^EKfUL zYxg$cqaDchvT__E16RBkwJJyVN3OjuciHp!eW!i>2*a*!(dgvkXtWi~bj4Vk8M6d7-6F;6-S}c1o)XZbTko+!Mqho?bfwu0 z^+sS3zc~&DwiJggPK`)i*KE^*Xf^KR97e_@x2|^%UJHX@d)!pV()FdWsO4r(i&Gw9 zso(pBE8wCch#)2=_gAw@Y|X~lKb7)1IzwGdfMwpK0CG}_aNDR!G+jxfMtR62+)}_v zto5$u;|`AhmfNwdR3M7;S?zTj0EQdpM)v)Gc0CP7s1&0H)qhbnx3lqo92vhngcQKQAWFf&z&T()fUbCexA=no z5it`KloJ;eB$l(cF*dUVf`L&+dq#0fLVm^Y?@SV72!Ykmup}+&feF5+G!#Ik{ifvM zm^%6eHI~CtWqNUTQG@mw`Wr26&yddf0}AaQSTmL~7b%ttU&zF#(d6Ih!@dnZ#Y%i& z7$Ft0X_>6Ev+QB(%wFFd86+yr;+1Hl)i4k;U!ICrH>X~Vg~lIWUeDn2Ph!Ylq|N6Q zA`m*hZuC@?vYf%)an{70XYX33N3s?kdfaZP%k=qI`n#8r z^e)WwHufd}Movyn00R?%iHQzWg3iIs+EL$?&f0GQLwhq@M>891;=k?c z8`wBG@{*AJ74)CK|9MWJtJy!2tR4RMwLmWj_y&7Xzy!d=g}y4ef*+?tr(r5T^?N(g zuB@a>hy{~~1^bW?Q-4sy$uiK>JMZto#@mj^7Os-V5K@q9QN+z_ZB4k(TtlpNXFqFi zZM?fXS3ey|W2Wd}-Wy>acN^59r`xNPO!wa$+E>5g;7?%RdrGh=Iy?KCnUmIRpmKqH1t! z5=EfV-&KyPDRKX&VJIPDBRDa2qy@>`AHn~r=>u!z7`Prt3Tte zMW^wzFC0%)D*ahK+U;sLTcuoMAeuCgzcx6i&P_L3vEF=!B!};{tS5qiyUJpYzFrXJ zb1gy1_$4Bix^lS&CaBKM@lO_fi@_N3fjBC3^SO%j04i6N8_%a({ow>U^T3P^2>z_a za!vL~gH~k~cB{poS9{~`acX%&T<*8DBJ@i^vheI-anuj>gbUaezdqG0dM{Ky2z}dB zf8`Chnwx=q#iVJRbJ*h)(jM`Z?HQt@78&4jsD7l46a$x+WM5}_DkC)yJdFY_IOFTG zFTx&Y?9rR2pzwF@VRY~MO}I;RJ9&G$f8hXy`KU&gF{O%b)CmW9`dbYu>dcitHZb!(-}eGPTnT-zm^84^!X zhGVihC$MAT8-vNiOM23$`HIa1l!}z0lPuK!KsfunN3|rK2_%tpv6UTBQ`V1DmKEkJ z&4^Lpd1orVKIkB2+HMcY{l_Svgt`?$v zi+45!1t9}6wXSFy!FOW7WkJ?(6BoDn-WZ_Le01YyBopaTO#v%6Jf2qBFlAaej< z-Y@W49M}!Y;!eL*M`4_;Kd`+)TB=1KZpTRL&2@rZao549anLOk@gb$L5^}grm(_9; za5OCyia*g+>#gMawh?*20dVFx)b1S2o1wRGVUE0H=t}jpxAd0Bi;bL)x1pceJYndC zbo=Jbmh4WS^OXwr7Y?oxh`I_+D5}hV%hT$*^wh?F`>euHVOMp!N9OvZtj_CtPQ2>6 zg@n&xOB{Uc>Fs*5Sig>4Qk{q%Dn|GDWgqBY6#IQ=5MpJ{9=OB4S!3*=WK_rR z|K%s&WV<1tB|{Ur@jKA)%GmJbDt>zmW}6Obd&r_N ziKg>~dksd#+4?uNlCbSR{o)anMY_)2au9k(cIMh9k7T+e_Q@mb*X zZ10VSxAxY!l)JQf&oAA(T8sAQ>XS+fo(FEd#mL~qdEGmQ&E|*GqRt9Cs9W`iE2FR3 z9_rETs#u}?cb=c?CK^1AaOrhgVodG*FHMBM#@hU9Qy!`V5(4bXDB}Uv)~7s(yjhT!}%(GN|iDknKTaHbZ(a%;BbQJWDc}U22XIdU|^0` zvwcuVNOuaWggr0b)R@;ddoU0S7&_%|eH+v1coY}_8T9y7n7u)kt+ckFv ze)VN3^Z9rdZy;t=CRO6ng=pd6GHrInha}(ds=Y5RSBsU{TYlZZ@z~DWGM@E8s{;xH z0I6jY=OG%c^+{r7(^X*Uk4;B6z z%f(eMaa<#vhynk*HNac_!m=aYL{9B!(5&}RShYaGh`<<+z>4wg=c7)6Rg~)H0xz0o zi#GRCGfm@dpV=~rIS7OTh(<~QNWZnbvoT*k~Bk{c+QN$#Vz8wgxy?5o_LMz%P= zJ(YDo)NZ^kQRB1|6J)d%Qr8%b>0RhH9TM~5)?*Q*CU*B(QB(ov#I;mw!3a+k2JJCj z4b~y1i;}PbJZg}cZ&ie~3CE3mkW2YapN<#3aUBu~s{T9x57~^y;=tYPjr*jLLVC28 z@D4FW>Mz~o>h#!zblcDzc(&Qmj%qoEp1$g48PE|^C-S1H)j5{&o%e$2y~$*~*|ypc zJweMgz@O`Rx4xm&@(o`Tzea-$H^=E{HtWy#jc)%WDf{gKeX6Wn(MXZiHa9xqoA$fa zS}o|JtOQE=ZiR1!QprDVDhZkxxp+3cWQcgj|lWoDREnW9fXJEtn$Y zuCLDz9L~o$vz5A$y`k8Kp!ETV=cA+4D%Ilp?}EG5+v0K0V^6f>G}EsH{C_&cOHw1K zITvcM)*)+8cpGwtnyjSvZgN6vT7cnhuDHNMam9-IP+vRJV~mA|o3>R#om?~t=m->5 zXV-}HUoB3&wu$ly6k&DRNH~2Qytv@XBan~DC}B%}!E=+8_U?_`CX2w$yShpXef~B> zL61)52iz&MH4FZ(A}P*p8INbxE^d*pg-l+iM7FX7xoH5%koamtD=o9PhC}0_&QULh zbJ#$$!J}``FNsE#8D*Fm60^mXI9+XZi z(fxyiVn3y(d_I#%v4h_y-T}zx+OE~LYN}b)q#NW;KU)4{VY`75+~-S|)nIphak)$x+e!pfwlof0ML zSiC)eR=4)}Xiv(hsC=~}eH-&Lkp(}srii3`y1i4HF?eOt4CQNy4@v=;MYyaZz zS>8e`1F)hQMmx{_>9R{9JuXoD#siJlX zSGVe*rk_o<1+8ljT$hYWf8HcnmHka@GDrAV=lwSX3y}56w|{q9_PkqBVW2Ch%UN}t zl1@-&)oifDVKI$zqZlp!>1zS6S$%U;>k*Yok9u-fy< z+3{o%v)&>VMk;G(2(uNEUXh$_@3;F29;r9#lW_==xW`eId7fX; z!5LE6&qh}1WdGcSZ;gbVkoTZdvxLQ>mRqe&b)y*RQ@H zaSF9raMaxhg^Ra=FYkSGpXw-3>c)qzvs8BQR$&i$>2&7N*tB3}>KG&qAHOwe5FSAe zUVfuUYKfU4tz2@-BTs%EZ42!9l;-iY{?aoUeLCJ(&nHSv=W-GyLG2%6;+JsC_O=I$ zsr&fGKA|#gx)bckXLGA!|>Ca=` zCvpixPnA`zWcdamnYz|$D6i+NWG9n48x^#A8=^p~R@sdd>W6j8(z+;>$|#sO+&5K; zs}I7H_bJ~J0EZKExP59C3X z(R0XF%eM6_3e0JAGsNXs^g<|<1hbJE`ZRTc$-qud=NDlcw5+`Eee`p0#6mLyXG~v~ zn(f(XyZA2rNx;DbQ0H~9x-JHn>thEyi>gW_S+V(1m*Y4gAnEm@lLVC~7Sm~)B951Na zpD9`RIKFK`iMH+&Zd|u3A1zvgRb2d0%TyktEQ`PZSn`iI*@NwPI3B;mO;bZmVgp1w zY7W6Rnb+)ga$B*qm$XD`%Q<0=hhxlbWVoIFAWW{6mQ&P8G=f68FamC@r@OQM`-`pe z?6(5xR1JSx?Up*$9@!nI&7NR5co}v-(7d1?a-2Y?S#}kxV2+-awg`C~hprg0@7Ier zplsa?ll184`Lou5(@|Pd?_kI{>BV@xvvNs=fEu$d#~vrRrkk?5j&gN=@^l?vI9{LS z%HjUD@ohoUQr_3SFp<|cbYl>1e5H2u)-2B{h>yv`klTs2x%LM(TU}>+7#3aUbz|Nz zSbkh}8vWzc?RcIA*l%reP2{D!D3lKsOZCpC5v%K^)R|kW!Tt#`zh&U@W3>Hvq z-PkprVil&-9Dl#C7dwlsId_O%fj=w-{j7If{7e*gU5a-Hyr;!XtYRA^$_CJT?l+ep zJ{ea~3qr?tCyGXx%5(gfDUbX#$$-T$Hv`01F)JG1wDcTXTx;8c(s{I{!kwiLqTaFB zv~~K#eQ>`zqHGjJ&KHNSo9#h@#eege4Ez+26-ZjilnYtozb9Dy^~=*)LX7bTH?Jl0nS!R3&rYm@rPsw_0PT#b zc(OkCBC7L!yxY;_m*Q28#<+wh)Lr9}K};azjqEM&n^u zUAqW3z2*?vJ)eIB+hB~+f3eXhJ1~^Uo=Fr`P|`EY-T`3pKFUoNzkU9F@gQS-slaDg z&zes8f+6T6!b71l$sULz`G_%RVXQov0{gq%*ll#%-?}fmt>h(2ubt|eW(z6@3)&|Y zAz9=#I(Z=K7jo$I8>i9JX1c&yL_=?Ypm3Z4a74ivWqvr>?gkDSvwF$_!(%nna}|=% z#%xXYdP8dHap<~R`yP$MvL!jrWxlN`8Ai)witms12??(m(aO`}kaccZ*Y5(GDlO{g ziMyX@dwGlcPlUU|wq?yWQk|pN-z3(MZvk&MGczhOsYWndakZG5$QB|cZ4cqeRo@fs zT9b`sL-Nsn-3o`!!EA+fTkGH);0h2{E)!T#kw&u2o2)DsQ9gRtAYv{hxep8kv8Sqa z0wuQv#$_<&FAErp{+y~}P(>jTd9{D=9$|S7`*`p)J|}oZ7#n@EIJti@grCOiG6)|! z|F%!k$zSag*f0CQ4$yrjq96DnRTIJ{k(h zb3}6837t1wmZ$U5f9IDF-xfIb!LY+B9Wsb+tN zv}ER-JMqQoEWaRZFb!|!4%FUm?oU#k!L+Sf;t1Dz8tCU1DrW^sbQ4`!$=aGfH>%;a6OsI2Wrh{NvRmky*L!{ zxnSYo^vvbz?V-43H(%H%x1{vp^}>_EZ}@DWBJKiAUJ6L;)pgxBII21GwMaOu17&!c z$A=2v7SLt`euoXhVZyoa#B%eeb?@6>ZJFFou!u?rdLR@{IF!3;A=4HaUe^*7#;({%cw%3}-Hrx}++voeQQCed_tA zB+}MTqf#P8Js&jWr3*M-;Wk58@1t)eI6MgL{gGQzd$4iSW0-mT#WOJ#hRkQn)F;c- znK@pI{oy}_<_bY+!PyqwhDYB{XoY0scDV`1;W^$nBk3j-4BG2t=O0I~t3~#5O-t>R}yucNE%*w@|w|=-#Bd zAn&s$fa&V&%S$8f0r3F0F7a1*azlL}1dy5ojSOZ-RqsNNTPgeC-(sGUy8>e~O8%dNj{oDR?o+4 zwN~fyemIeDJs_x-lqhG?@^C_|C}QoXitGi*@`)X1p@zIBpm5Crr4q4$XwA3G!AoF6 z+W&Xy`d7*m`KupoXFcLd%G{2UZ-4S7)lx{|=Yr!kRl=%{FQHlR-@tP!ygp6l#{MzQ z(-w6x7#VR)s+AuWYi@-`CL9VNfni@4sTXu9IzDFt@`RcgG{5|a@28^5dH^lapwCGUH9c_ojBZ{q~ddlv)_|6m&mw%=Vi&Ewe94&g` z;mFwrGcew5cRZ6wxm4wb;psfm`EpzQnc)>>y#CeN#2U9WP!TV z*>sKLB5+-Q)H|bwVBYFq=>72!W*22?Mu^A%JD_~rj1Q@5zf&ZBb|lFY@=v0U_eQ_hC>7d+==9d?8_wp%7OV>n-eVEt9+wj7AOg zc6iq3vzyu)Y@i-fWn-L*KX^Rz*y^b++n$!|m}a_Pns!&o@!Gp)YVRTqqXRZB7X&)# z1qvm)!gSFhw@xPgjeU<+jlaISAA+rUfu%*dR6gHRO_XDu53O_slfo&YVC^}W_$XhU zbnYYA4cD9Cop01SHwWIb>!xtxu=C`*o5(_vuGOoz-@sNac=YxuV@bn&XMrGWhZ8%- zwbr!JU28YaKDLd?Timd|^8In=zLeJKf!E|gWnDfHdXhMIpn&6f6ZwKL+-@Pc{K(`HRnx0$yMDP}$zUwy!iQXZTG}}SYm5Q=d7TAW*&ZEUiF}Eg-kHq85JkdzX z;Qnp-(Hf|RKqZ!l7+iTrt z83pgLHNT@4nJ%O|neLkUz^$KlCMyYBDsGJ@eDTC1XD~6KOw{AXG)CAR!P9x+BDm&k zpS0PI);i~vK3Txqi{>)JDZ!%Q9bT#mIpWoC)c->8_4zS)FUSH>h$2Q)J*Tt3WcYhW zD11Fxz`?O0L|ocpV*q89vP`Mg{VqgM87~6b2^$fy#~>9)5{Vzz3_C_*#QKTYo%fGD z?@-TW0PEw7aKkLa)AgzjSqb_~LzEYzXJR=0OQcG~kIN8st=Kqv9MaDpl6GU*F()g- z>~B+=KXBSZ3hD%>3Nmm49;Z&_3Or!&Bj*M$^)o*Ed3xhBWXe7~wm0p_9IVa*e0rIE z?htcB>V4{yTi=ZmYw_4zKnE#NvG%U#u*04Ogeh%^c9$+@UcmF z+zpkr48%(Sze}wn@qWxcrudl-QZ@wPi@O5Xj6xp&e;Z`a;Z z?o55K)UZlWTI7gJXqeLmm_P8`eS{0>a7!Je&nu~qtIj7 zT`yl|kYkSm6&1N~aa`AUA0phwaQ)*RxVueOrcQi~cXd40g_lenSu!T=+Bq}((odbz zYo8xeCv}U*lNccpuxJGyuMgy#?SWUctSE}4{gFidRr%G4OsIP4&}T~38SSyT}4 zg>cSXC>V$=407)uF){sFEoQUCqDl5AvLWsF#==3#2!qq*=KaZB7$%c3MCyWrKly@d z9iDWmejtyz0ZQqrRU7!nv;97tDK+W6QRVf_I92rX(R$eY!mURZbym{7Hbe&;pj(kSNYvS@v9+M5t|G6%;7?&kY|VD^74<-X0=c2Zd05+*n9(gI4}%pPPkTt z-#en}cRy=1ev->+b5mzXpItBXRqXdkbF-qcSSYE^#LVk`%aWgk$BG<%utw+CRQi@r z&nB{O-D?wA*L4Mbn0Uh$sYwJj@X{Ai?L?^!=eoh{5c$cUb$L;LuivMjv2WI2v+mmC z>GSy%u8-4Id=){J_AePyoEo%BiN3|48gM~JQcw8ATB1_|e z$CeN8={T!*zWog`1bd7yR(}nqgp}G{+s_5?oc7yQ7!#AZqNFyfZ3#J#tL|s&6%a~tl5v#!RN0CJQeTsqfK`?YOgy*q zh8zyNh$TwJ2I|r%1YAGUI2|^tO9ns zwef{-E`jTN<5t6ZO>}29-s*`Hg3nU2SpPr+w zA*zy*i8oI*6lo4u((l)P(9k=O@&PE;bt|fe8|k}ewLLYtWm`f|`1d7#bAdzltd*W+ z&!vnQ!8bt>|8ue)%8usJZ?`GZZKHTKv1SwZ^DcuyB>!r{Uo;FJmD<%L&%0WG8Z=vp|Ax zLi+PId9xP>tAC|AZO&T~o9nJo86I}Ll7xTCZEfT!g@=lLQKqNv$6lKubI=%-Z>;b| zl{M9;(`=wEQLT(-e9@FU^+nzN*Y3+b-s1v+uG+~t-uxK zDVVA|NoQis7iM}ba&=nFRm?hP@_EwwbLgOUyCe$QyN5yC?E9RT`%#da^h;CeLb@7P zeai8``9*;RgK7!mPX;o28T#+ji9-hy8vIh6~V z52qiLuo{iCU0v#x70A;II#GoC$Ezrc;y4enqu^5vMm>3M(z%PZ<;z!?0!K9&wnO%( zAWoR?(DP&6%ns(KoURV%SaLlvs0vP9&CIx1?x93AuZDphv1*!aGZ< zn^rBgs7&iNJU?x3c;ab;Cgh5>hh* zlx^Ljcox-a~00^J~CnFL2+}IGyf#2IF7;UD0WbbF#Z!jfQQI2dAE`hs)=Pij*!GLXTVyTi|A-EuIz z1?Q>ba>^YZnrI1R*0IfLWu@5>ZjRv$U()AVo~!0*IOYkKUXoR_!^64r@n-wfpbFdx z$Su;Hq6B8s58nKiSs2f#$qe-9aHD1!I8VN~(%9O(N%d4|E*;l7b@Il#H*Edn%R-v& zfn|S98x+GAhmj9#e$hB|pENLc-d6}$nX;IQSm#xUan}xQ8Y)8v z#Ca`j*belmfBwN7A*mXn`E6{yqdrXguIcmO*<_+^r~Kl9_aNqndHqS<`0meSW5gz2 zO6O*iP9Df7IMGjUT2}@F-j(iBCWM0um7G;h>7FR(k5i2`_UTQmGUD9ZFW-R2-JI?_ zv6v2qD>g}wNCd~X{mx=8u`TR;WQMUZnfwp#^xGznJaQ}eh zhrd88*K^mBQsj zeJ{$dD&Y^0S>^FyZ$Y90LZ8lOHEnz)DD$OL*|H*!k{Au;3L{qRm{w%@U#8*DmYbP% z+)r4;a9M}!DNL6d${92AYrDHI`Ki^E1~^!pGef(b$C>rj2_g|jKhN!rcnU%X3;MIK zVBIP8)A=M|%K~$&gX~mz^IvAhqGKiI#i%?ez22&;uj6VG>mDsbJb9+y_QK3%yl{7EewtV3BeilNw)oNTUzlcKL#78DD0>?pQxqr5QJw}va)Ea;Ou_@jliGZMl;a;&FW0&hX@MhZ68-0dJ?RfYRw$l z*FurDs`xSW9*Z3=i8B2oEVL}ke5@aY)yvhYbMigDD5FysRQxGZuT5GxS!&emD6Z^$ z{XW7t7YBKCb2c7HozF; zS`e6IwvL4WPs;nua3|AcQ>sb{+9;Gv)3r@8!t;KrSRfZpwfnp}ro9j$cL!>3HQfI0 zv>p6OZfw%CvHax(Er8tRCsrn^!!gkD607FrP-|<-B_*~wtW+kfcZQYcPs14#0P>D+ zZ-p286!D%!NcCgKIk$>ap$wH(pd-b-XQ`*|KEVUQEWe0tO_uJ&Oa}K;~L|8-yYDYb88b%8)2{8J6rn6id<#xpN-QvFvD~E za5Y=h+Mb5;SgOYB_ov!R4r=~rTEh}j5RL?$KI&I2e%-0bWW;ebOxjBOi2G^2Zbt^>iW$MA$m@Zaarv}4gv#d&}(rB{Pmr6SNfH~2Fp-d5h zPN))6;t)H@)nJ*Rh&k@XnbvnB!Pz=1-e1e?hZhRmu|0$lR|_`l4XrGy>A|-jGYhaW zJ-7(8J&3puPkexiWmZ2~Fb2dCdLxM>gl_~>l^|}_NGj1Pnm=r_t_!j-X5Y|tpl$W! zR$|T}Aye2b${L(R2^tNy+NoOj>U&R?0hc*2@Mk%rYJ9|7?$Ww z+c)+@FGN#RN}qzq-AQ__2_EFuE$a@-91T@q=+WkuDk0+Y8Ym;2oYy%WO|_rmPa`D{ z<~{mj!eFf(AFHa=Y~DYi+BV3jY!~YakxxB}k(tJ7p)xUacwdM`ZB)i-CVc

V(N% z9bbmwT%>6lE)d?@yGIA|Pb!E~kti634`KAsj*9#>QvGQ3Q%5kK)L7c`RkNM`I%K4Z zjLpx`M;Jj3M{u>%=ROGn`j`}FwX(2>p)|9=IyO}Xl~CL0yZ*&tLATbHuT_isP4+To z-u+LMh)W8uJnB`Ka}hxut_vyG+tLoMeF&i?><2BOl56S}ZyI?5Y%cPiL>Yga2ZDd4 zC1IOxK#AdsWq7a?a|XuM3?;uQsZ5nk?2+XwRI5mgBd)q>5&C&=kp0?}5>D#n1lDX}c;)hF8-m4NsfYikk6lHzK?Ar8HK zUCg0c81jzP8|0(=m)%LDLr(t=%8bGVL79qzvU~4~-p7N`(auff&G+b1@#pmmsM3|z z(G(XmX=iH*3sxC7&+*iq+MZztF9ULw4D@rJf>WAtb;bf$w~^ro%i?~Dyq%zyN)NA_ z73$JYOh#3FE{9iXf*ijPu<4VWv~nlhZdE^P4NXuj=12*Q77LaE0{mr)ztxgy%ASZc zJQ&Iur9OD1lc__9-k$WX=2FOMpD?J)AhtOkFePk{1%EKuNx&qfmB9`#h~*P^Znus^ zlYoqNPFwb?c3{%qm}R(UF^j6~_Z3W(^H}>*r^J1IETL4guFiu_vw}%V*smh=p8ARk zOAP){_Tghg&3lse`Cpv)%$2I)9V9FO_LnnFYzZWP*N^K2Ak=;JLc#J~o4#OwDcAz@ zLlW;f{DhdSogLSK@yce^I3IYfT0KHi67~!DTrYZ&hSzh)&VbDejLc+OqLg?PT z;YR_`gG0hp#JU|GsJgPs4EAu#PIKDPn$2LdmRA8c zMG6H_ASNGvmzHPh%$wJJZ!Q#Q41i*duel=Oc|oo}nXN<~cd*B;8|uXSuQY1QK_Cqx zh@pG^Ox7!<2-Wd&yTqcbtIWm(htFvb70LH#YNSH%Q;%yICIo5SjO>c64eqHYu)~~OHvYCA?PDg0?DD{wu^tydf{KlItCNLWXs(js% zwY+n|&+6DzrK$&iRbe_`_4!`lT8Lh&$wyVk4H^WeUy`+K1_=nEsnwff{@oeTxcVJo z&HJtWrdiEf`MM_<{eIm0)ep3Z0tW=sHP$@bZ$(~QPstjB$iA;bDhL1aw*642ZC5hO z4&%IVn>LGeaJrs1%0ITUo%J^QtX%IBi|_Y0#$3yn==N`46X)yp1SUccF7{OXbQJh8 zd{Ejhw)zc0uw9WxJ+&#h{m&)-=W|F9e&EAwGPeGBRM}tNxEgYOFts(2EvQy&9FFNU zmc}`d#7GJvZTf-`e$DlRUT-fhBPpy1AgHh} z)B80T1VU^yELqnc-tHvoYMg{v8K14TtF$dQJLG~0%_{EttvS$}Aa1$JQqw^}svKw$ zbF>Uf2O4(&gqyDcB1k0A20uSs`Q_q(m;j=&U!>2sBKiMfkO>B$8P0wyoL!?6-wTi3 z8sGV3(Z2>btYOsv;#8}3dhzx}5QKs@ooMRQD#lYQPc&F*mh#LFKFa>xxdMC6IlM=? zsugjGNWeAC zlhq%I5~{R_WCp|Kwe<>=V)pufBsk>uok$BN6*-7|Cl)l@5B;Zcx`(+ir9x z9SICm(Q%e*Hi|S_uh90!3r1n^!MX{`-w(qS*Nz+ZM-V{b4QRWpK(i&O>Uv^&fJq7w z$H1OL(}A4DEP|GjQrt~bXdOLkbFNU9=t%hPcF6_? zQ@Ufh<}8csF05R&lJJXcMi>hJ^G8sO*BwnNI#H?$n5a3RU)j!hIvpF$;N{k6ur%X+ zN=_`DXzIl_F8J!{>n)R}QE#q3ME#_Ah{Td6kFB3>28&QH*OvJbuN#Ht&RJRk?1wKFKMz;3-9l)~!g{Y!he*a}q)30y<4I7%V=7_|IO z%bRx&!JsmrsvYOOO9MJNkw~R;VM4=WRK4J1RMmpF-_Xi?~x9oMoaP6AOF zHPl0~=*$VGyg^?27lptU3X%jUp5m$j!A_V#q_kuElJ?_j9c2ox^iSyUPcRWVv!K0D z3y!hwr>!*Ty3>{Iw;Gb!eBZB&;w!IopKede6VK#xMbxb&$LwBf#t%V=eqY!p!|+q< zm6n8316l z!HOpM?$`ZPARj;^SlUuqj}VWKeX1%j$oQtbVQ#e-Ru&*z4bH&hr#lH1$U|KpCRl;g z@<;j1XL)}#kQ>Qo?sQEdn^A|{+#swf90TyKW1DDc(fb8495RGHpTYU_ZqcGrJ@@nR zb24ANvg#e-TwM`^BF~LtBgqjzXhP^jUzcQvR}_^82H@{F_QaadiW=bSx9*Wixg31C zTXu1&h*h=kJT62-*D!kcA(QSWaRiCN^D#G-3~OzzpY4n{2v6tvBf!x-ID?)2(#4rD zKht;xY`;}x>KWwlfyuiMv%(0Wr0%!J)r1)yikpJtGr~T0_|WlKiW=_wkxUM|Qb&$0 za1((MztcPUVnUH-ielgi^iw*C^^Hu*v z3%~X@^kGZ!HJNhS>99R~T!)370^$%U;bR5^@R71(hHs@iHFiZi)q-Jz1ol6!Q<7!o zUhf&D?#aE15_uXubkxRW@E9(1xSXw8@wRdfiTh7zw+!;$t)w4C5Q+xum&$tn@Fc)g z?5~dktb6<_SegdyFDc_>I{kB{dLQ8@I=d$L7`tdD($HV4D-tgO8Ij*ku7| zCWyMh>W5*b&|xHe*~6ze)6;d`0YDU!cYSv34-6B0!jQ4v{OvDMM0!n7s?*-GBiLu? zVLCzd9L~NPRP9{lY3G`G62e!i^|;gVbXprHZeqV#XEs%a{jCFo%d7@T!Bl>Su|fJV zL~(!dHw@GgIo+2yE~i7a5QgE=rnGZ%RB%*SItYB+z1pNwZ#i)wcL8|NNn*@0^Xw8=UX$`3lM@JTsv7Ex=8j=w+RbQkA3Afzr~e z*v8pb4Ji;6N2L!P0|2 z=981BdGx{{&&dI~EkJW=+Kyff7ohr9O!Dw@XP6EFDewcg<9=3RX&%^N6YNh|a6UiI zl;k9`o3NcIe*a-HI|bnLU?!p@y|&Bv%k~&>@szBiqZ*WH8fFc)22T?Zart6GlH6MN zN5M5kRb}c=uZp%XaT=^G8kWfw7xQ;?#c#ajDCLb66>!Dk!&5w%f9L&ks3r_@Rk&=j z{QVCdO5%HBjnIXexg;axcVuv&MW^(DkSHjW`Q`(bShx9D*6~rp)-yfI0~U9;-7K@@0RN{Z(F*@|)5P`t90sa#pVF=w1+J zGF#x7{fA(6*oIDl)h@5VuvOkGwXsYl!5%w#M}gj<;+;2qY9wv%i>#yX74)aKy(BgV z+s0dm#k?GiKy+VF7Ktk@1g{3T6XOwoG=s2k*-SGpSiaI5gyd3Mrb4fZ%udJ=7Vr?G z)5gu#Jh7D0>4Ei4xNh(8~CyihADX7xig+#X1sWgKu@Bv)p94j&zo z#-DnDct0rMMJ@lY?a<<=AVk+n;VaiEv~OLHJYT8KGENBf`#41HZyYkL+5BH|$X8Gt zf?b87{Oh$PGWmR_{z{8)d^;?kTqmvI7cHca5Pay7aU6 zQbX2ET5=JO6B>wP9dC+ngAy^{Fe6brxi)n%b6XB4a|e@&L?OFbA&gM=o#$yB{+KEA zE)0MWf#0BpAKvkiU+hU=Y<;c0l+p2<_w{`hBQn7nUI43H^#8>Ef0%r;s7f_uGewYc z^Na(!xYD+o0>AwM1`EeANgwW7CiWO>yB=p z3%5(wQqIG@`BDRi{vw<#ggdg0;IHN0D(8N*v`{|ujCi@?|9v`I@WxEd8|>t{xpI+y zgWe0_^oje5lip#~i3VHwHauCg0&@HF0wlGy8anE|>lF%3<^svU&vVnkzcdFukezF* z=T%0Nhq-nEe7Q&L0vojIhLb~X_3)Rm7!Fk3D*Y~;wKi>Z_k`sjBjKcvRP)~ zn&lFRFIzL`m0{-pv(Y|k7Zz%?=5Z-wMa_NlCoBHT;^GX4{b!cIG!r5|(-n+%6lmCAI+hDw>i(itKUZFPRCBxz0=6Tva?p-DZ>dVU)md`#C>7vqjHg5E zKH4jYw`U80moaqIltvKMUcy5WwXj+8I^aT<&eUB_|6L6J@9{C@Z_^^cksy0{dDk2* zXqGYEu1jcwdP7ah%daC2(r2UR<>)D~)K{s-2{4g$cVHxx^Sq>*b_d zSVJ%_;HLewlZ8&m*D=7 z^ARHZJLa@r%`8$i!)u&B0Bc13S+wZsZqnrUN1(j6N8>nU)Xg@w^Gf+dw*-$U%S(D|fetxO+lkh2b@%r1KOA>6h5qT+AL7InoPZ>9IQv!n!_HPCGb7en zQJbIWacp(wN264H!B0~D5`5wmUL@+_L`Ud5H0zW0JMzDpOvL`d1BsJB-c~1Hwo_Kt zli$zn7eutn$+8aS4<+00 zi+cP;63^7A$=^9;a3XYD?qB9-zL4`ChjBORvP63XQQNl}d{!M%PEa%vLgabT;UaTZct|1^dwvun8lQLoaqrFNUSynM!FY9j|vV3d)P_TBVVep8_|W zwH`<6Qx<$3Gl{ocNctVh9cLHDyeROt&m>f)*5{k*Psugqw*Xy)A(!oSg>0tRT%LJY z?BD%Wb?DpV@V#wnnA|z(8!S5ipDzlxB6=@q7aPTLfD~9*NK~MODaW&@a5zlGC^5OT ztR+%966=?RK;N#*|HF^&05-@gp-+X}|8)m1;!S{kSR-1Q`ERHreM>ywXiwMTei93y z7-9ZqA5j2M;Ok$+`UQ6x+rI$5tfwsM1(;l^5qfim-kf<V&R6F~&wea{PUnn7B_G ziOZ2SaJT-);MZe2L3N4Ke|{%?129W>wKi<~r3TI-<;=(r2~3~v&bNN*)V#2>Tcs9& z$iMy94%jL6*NVc+)JgvW*V)8PE@$8CV~>C=$S2JWKs6?d8!;A}462R0e)wja7xezM zD|$5Gnj)k$Wgwd%3^XSE^^KkRxOs;*yQ&TbzZeU~c4+guI^8SI&im98c56P(V*F5P z{87X6Uqhw_#=p5f9{V?vDBwgc9??c@kEDkKL>yWG=(Aodg?s_rCm|VXP*M4@2n0`R z6oHE)q}YQeAi7>jbx&^}8}vH3;ba#J-g-hL(mJc7uuiQ0M#G?+#?C zMVjdvr&}>HtNd|6ugq|C-wI}kWBKJZzMm~;p-Wi^*IJspLi!L~21)ouMxUzA6IjmRa7f#B#fF-1d^*{ZG}hVY5@_q-6je65Vr#KY<= z`*OWtvw_$Rt&53h3$~B37hNG!MI3Nk7tw@U*Sm8DQ&BrKLoTECXyCmS32*Z4a2xk& zEg|bw$*_JNrMTDmP#LG-7`FZ9IyD=PATQ!Fii^ej0!@t_QR8tx^gXY^x;Hu3zu-;J zyM@=-{Yv3u6IcN4(2Dtz*&~Fp5|S(X1h(YYORh&83<_U4P8u{i(*Xc*@W!2UzG5yM zm=Ff!7x7NWul4YZe}$xcdv1X4b2=_eE!==(^eDozRe#!*N*A3TD<^r6FEs)pW3GQo z)d>ClhzKE|g`hkfTSnm9T&vI9a?6Q9=E(g%c5RN(v%W#iGq-DVfw*-Y`L2{&4%pz^bw&!2g|Y)&%? zZP3uMlqy1Q2F+M9C0Yv|=*0bLALbCm3Cu!nnG#Vz&>)wP%2&P20`B@gtvs97U?Q;y zkwjfXv{8hsWW|<*wMud^nP3YV!eK%OTfW`aai8X(`5rqvth^T7~cvf{I|-wX!hP4Xi85yW|!4lm=M`@U0zb!1v< z+;AQ6RVtM>^aWjM1nVY6X>)BxIFSn~U(% z$T>pNhm8uUMQZM*OMZZjj2bCvqDTkGUH5aF?mm`R9i{`JZZ!uOjJu{;OVWSbP!Xrx zpEMGU$eo*ht85y9d()uR;NXY5=gJ(pJ#zGs;275Q<16cYj%$K1^M$Q;6}oxlDoMg1 z{7SFl8yj1q%BmLwLcdv(i9>*jT9az6BW1?urm6Y48;xj~YwLC2huRZcPKOgE=$+NM zFzG}rW(Y;#{8<_j`C(x4!|8Qg+c@N!rhk!-GOmG!aGl5_nI;^*_IRZtetkzE?6^%` zYd#oqP?mIa_~)~UCc7p{#lgqEBm2iW+(z;~?h7sBNh%c`3w^=loQ}tZkQ?u1yCZE* zHPmdSAE}C8vM@+TO}RaL#KYjcI5$Gt1N$Ovr_rh07N5%2na8O6ZbKQ)WOh_!YG2e5 zEG5qxvL^@GPdu<`zAo#2>!UU68BPFAsxMQUZ=wUUeCGSK(Q&k3%h4pF=DGiJ8I<=j zt5Ox~?v;hIYkO$j=laR&#l?IJV{C5f6XZ>)J~R<(ES>C z1CIOPbiFu|j68%w8b#Jiwz=xs8U2EEFtcT=UEd%tOeHl+z7HoiY;S;ZmG~AY-n2=5 zuy{#dZH(}lZfzi|O_SslXQavU*nbumNy~30z^0%~Em}k19cR;1QpX%!Wtk|4hVN3~ z($AK_E9!U@kri1e2K@xJYsrY<2=ia-&RBnQdcB*>!cg1HbV1O6xEkR(qDvq5Ea`*7cYV5@!B00((^QKmv!?iiN~3$-N}Mj(ijG#gDU*76JZY$k-F3fpMKvV&0Q7m-rKqDu~dfG zyaP(+8rxC!T^k?GV!T7!<}gMwxdCy8PVS-)>T<@*RULV53q&jy%b&WHEaP)(_e(q~ zp&n^@7-z4{e|^3iqY-XciuAqhHRRhXuEnrGmz4M9i|!TjP!<>UJq|L1x@5Wz62%Di zs20-skOuo_9y>lM2~ih*4*i}QGbE0^^PAKeaW%shKupe}kzCP(*KahdX<47Mpl}4hP!^Uo=(UL>X7y;8 z!6%QOG%B*ayx(l%%PvO78T$-_VEwz52F}PAq>*T&va<1PFbw>gMZgL<_N|cvp1fN+ zai8RaJ8{22%j$WDul=SMd)#N0$Q)^RU+S`!-;l2cd5!}WtCjXv)@ zCk^?a^-gCxjj>@#Lpr`p_nMVOP8R}6#E={byXBU7iz%~C4d|P>YZR%0o3Wc-fp@Pd z9_C(H6O|Y5uxA0W^&l4N2;Tac8w#(-As@x1Gu@xx-{>A%Jy$`6ke1c#4?Di2PMq^? z*{-jc83n3HwQI6!zT}h6wm!trTByFX=YseeVJJZVIDrJ@$$Ly2`C~*Lzs)L*@7_J? z@SWrQ84M(#i?ntvs!#IMaoM$KVs`4%DMWu1Tyf(4c|Y9BTP*IqG{U>I_>}{h%Dtj9 z56@pW>5EiO`PCBGOKf>|w=2GkC49r^72kCUiPNOoT4Yk^hxf6nRvESabYHecgJ%tI zYqOd^Czt6q^rrcafsX}~7w;94phb*vslN^XCzJnOUfU0Y0U(KT{8j6Jlk>v`hb6Rp zmWj*&E_7E5#i$P_3z3fZu|EPn+HvSL;JWV5C-;41+NzscxpEx-O8kNK;l#%D!3#!r zKPqVy-9_Bv2ZnV#^*xRdsRxb7-#RSglC(aWS^wEnF-3DFZQq?jk`8UWs@F6K{=Tvu z$(z`^`uK`zb%Ox*Oje=&hp#OV+24jsk0)wYB8|@vD@r=}G}f>rpQ;@B#IuFZ`S0J* z$EMX^G>trG)c!OuAapEwl-`$$1uU(SqZHA`cWben<=};yR%~sWd5LpdYf!Q}+QoBU z@wJ}|)`sLtK zpb|mChbRJmiJ6AWKIuo^po6ZQmF8BhRy#?H_@z$EFZs14E739_2J%Hz0(8{F)i$b| zRqrb9sBKMM^h^QJMVCtZ2N%5kKd`2{{znhv8$IHq&1KRc--gXE@jCkLe+GaN#I++b zh&$u3Zgrbh558Jm_+*w(5(o0D&>yo~Q1+jx?`SnG;hs4=B?xt6$x})CucT}E5TzK| zoP}2-RF<6>Xl;Gl&e-u+$@}1HLWR#LQT?pvQRSjfES~cnp2XwLPR0r^b#m9iXGVaT>~9YAwww@`praAk8nORF8!~_+hy(m z)k>z{qwH$|&wad9%mFb$IzN@sn2x0{Pri0~k)vb~NjWxf6OQvipxgyO27gh598_A5 z^(Ts{uh0a(On1Jmo0Ky-@4}$_TQ-{g)d!So6U|99Yjv6&sa6H(aA5yt=$OxvZV!kB zan_cj-($1*{~N;!40yU;YZ37q=(Fdwp5*}0qdBLlJAf{r+V0~?!uAmpAnTyc2^|0J z#Y^A13L~Jis|c8Av^V-3nWMrw_rGKl{mO*y2Pthk={^(3j>8lRDSz6F_aK^^F$;=D zudh-=&_?i>k$7;5KLRIJ9DW|XhD|hqb+IHvWJGxDxIl00xj|FHJ$Yk6NzVOta{Hf*_S=JiC8b(sQX56^ShG)vb3 zVUK=5>ag=eEYPsjtH9kBV%X;O-2HfdOekE8%x`pF?IXF(d}LpG0|SM^aNo|Z7RdK_ zt9T=uSnGagG&9(_E>yFtr@Y!E1BP=A)8j6b{6=4t(?CXX8~DX~<)oD$b0n>j=#dC> z`s&i2^96$|%-?-~`nS6L5+FWf(ihqHu^b@N{PMiI82kA7V77vam@I;d%I!q1Y)-Q0 ztK^DWUVz1c^nF4wAWE=IrQVdXmQ8MC6;2lD(4pPa2G4aB3VCPcq9nU1`jaGAcK!Pu z55`t)>Q|DITF;Z$%cmRR9=RF{myl+)_a8Ng%VjoR{UrPkET5~G0}!BeARfGV`T4w# z8@;MrUm}MZHrJo>dw$|Mw$h?&TQrOVSqqxBoPqEffO^w4sVd?>mp^$fO*aK-<^I)q z^tfKIs5qkYyX_kE21M^>5dgcWOB01+4745jbeEFHVw4(eJvR#5ssVUB7tAJq?m-F; z>$e|#gzeC=-A=-(j9`Ri4M+H156dl2P}@S-{=xXX4d?{ALBA^&0+f&+qOM=QLjfER zWzI^%7sd~8zP^2iINQwt%>Cdp2r)8nvYbgh{ z<;?zDS_|a=s})Px@#LfLzYQBe^~?YtAbYp})8;=TeG%XPw?w)r6j1sPG%;5ZxR}L= zCg~rQwMk*XOIg9uRj>X_ZlzDevdo-OZ5L%r|KI0&LmvoqiM%zgKsG8ox+mD&{XG>p zCfq3^55nVdFk}8-z|tyJ8fYu228d|j=uT$Wu>>*lB07aQo1Jdwc!+Xv7_IYr_r9+K zHKc0)UgZB;>d5cu#b?ftfI8XG?fruLI&Wui1lNUB`9;9=*o@5%ESv)E^=KE}G)$4y_`8o=DTD9(49& zppoi(zLmVt=+Gin{|odEgxE*-dWb^Ou-jP>Q+P zA0rFYILi3}elqH+bFAvOzj=am;Y=one$#lQ*q3P*ceMv1!}>3pWt`O#!v0%BDK`p+ z@*n@#Prk?u7#RElFcx`i7r_*?%aWew1!jF4T>yNa2dXm%B#&!1RILmE0`zF67`d}D z9IxLoQLpH&H49_2vz4b_s~hJ}h_KVy#@jOLaC{mk{9Hg-V7|r_Lq3t^iEh3ACf_8$ z7&R%c{JlkHnsomIo&ax zgx7SWO4&L<6s~sMe0Shs0?03})Ac1$P3ZtipTjsIq+M{iDB-HU2HPbLGUYVIo+Jg6 z`v?QstUB`%$}&T6LBb>K>Y(C4rt*yQm;>WL!CE}@OeI73lkJ66*qIK%bNt)fejr>$ zL#kEe4n(s*njmtwCN8JzT|Z2Z1$Ag&xz#VeS^)&@K?9i=AntxKpWABZUu;xyg}tv9 z>nv2n0UFk<5kQhQotzH)&$dC18eI$hMqw7Rd9NMqPiF-KYd0rmOoyY?c4^=$0QwSg;t9MZ$nKl`TSvL#Vkn8-V#^gEni=t8=WD(zvLeZ3f4INtaJoNg97yb9anTaR zRbcD*@k?7Mn#e4(r#~`%x0M%fMb)BdL3@B6(L( z{|MYv_nu=7kbyMa5Zh785axYN8{v5WCqbp$`Cz)lIh12~D8zO3uLz{CAvdi>OaF#t zXbtYDz-Ay2FB*6Pq~h}Gf~MhYsWp=^9}ipLR(@uH()Mi4qy5RMzguf$cc492Bsp?! z;{5v@Mw4la3F>KGt4w0IWiDAlp))-KR#@ zEt)|1p4|AIbYV!{cKKYjcHFl<6GEM~VLy{$kyO>*L$+csyKLVSYu}_tJ@Y|a+dp2P zE#0p@B5=hX655+~`A}!RwVMdg2d}!X`QEiTz~MVmkMv9=7>~Dck3UY5n35ynhWlKkHgR>x=ka}0raR3eMa!Ut}>&C z{a`70kCZq)HS(HFYuXK}YOol+A|+hbI%({PE;s5_4(Ww3b{$Ddj_f=(r#92;>Ucru zer4;iC}zykYfD1DwvNa94yl*r$w(l_Q058u!W>E;bNy18HNVrX&RJ5vNIcC^-)7E3%N(` z=OEhx3-1OA+V6p>i?4=VNIhQMts1eHb3sFqJO*goKT`{bTN}&pFc)kO+%lBsKRfkZ zyYY=k=(tPo5W(bhO3ryJYgy14}4B|*I4Vu|mIq|zWJ&W@fPZ^#0U3*Uy()kK<>{>Onb!7A~ zV?-l!`g={?&h)&A)=+5RpWcLVl41@f8KBdU?Ge3F_TwGOw+=JAx^G2R?)|L(Mh zfWYX+)hK0c{R??{J&JSukDNc};&pL=+i=x(x}#}>+_ar2Wz?|Z+1{Tb!kH&iB?g_v^s~_~!uxNK%t*&e4DWM7w&Cb%Xo- zYjGQU#)`*g%rml)PO7xUS}UB)kN`2CD{cR)Q#t=jxgI)r7u`$FWv3y|RAr{cM^W_u z9)h2Y8~;qcyx1V`@VLD)dc5+vSn7CKvLb-p4oLY`H!~%BIy-RPcZbt@?T&Z)03AL; ztRriceMxkIj@XZglSj!ACRT;NSO2Oto_66bAC%Ji@p2g zTA=Hpt)~M%)PZYs+f6=6n;d`rQ%<7vyAh-|g~Jl9)<7_x2~{sJ#*9OonRZb)gptZ; zkgTb_e#_icEVSP3Hm&L|4Z2@eMTM^L1^*sS~YZ_s6rD>FO27YW^y{hDmsjb)IqH4Ce#*Xp# ztBNtSiLmuc57ur!PZIg|iGX^WttTPtvH{Wn3E#i_8yU z=KRUN&dy3$bYOo#rS(xd9u52h97*@EE2r_Zbt979X-dVadi14$Hz63Aja)D=w;6vT0B?JHI_Li| zch~;t`cHq_*(qop_=sa>s%H7EpS%WOjCk_i#+}%_BZ{Rl`<&fS^n5yc?I0}Eh$D5@ z)G%cuOx2N4=1mc^fm@&r_JT_?Ucrr@jf5?7f;(oaDePw1S;dcgNrNu=oQff{Sxw4Q zeo6qfBAC#js0-h=x)ioVXiiL|N^o5;d1gwruPbbp{#&cAy>2C=n|f8oc&w$SiX_FB zt(x`cU_ZDV2MS47@`w} z;Ik-cLp|s!Hm2+{5hOO)xEPyRxl`L$!LL7LUO#x&(AdV=Q(C5E;D2r5pKKLn)G=Qn z#ng4(vO4#!{%kWg-T%JPpGqh|lX4Ncg3LooPVB19NbDaA7D0d#=R_5}6Cn+Z`khs_ zV)BNr`PTK<VCF93fnaitPhP`oU&8p5*Mjsig?Uonr6P| z3E9g`2{+3&q4a{{$BuDg2kGQsuli^yD&y_KA`+FB3Yy{@{+`9a3U*ujg+_TM)Ddt> zX3r9}Avo}IeqK571M*ZbBV4iP#H%PbjA0vN08d}jF)-A;9ax5LidlF(N8BUaQ*k1Y z=se!BxL4KL@hns@U+WJt1rY1s%3|j}up%agFVa%#~vea@BVTyHW@-CPV;-!1ErZh96RbH8aGmCG8K7yxflXEr#={KmPq zofm?7Vy}+ari<*=fCn9)@18gHm(8>I?6TaHPBD7p$t<8Mr((aPhKba$P^*wAfEeknM%Y>G;2@tkGh_`rb~l897F!wlFp?lUllj|ai2~oUYWRqc$mK4ha=)0k4r45P7IB{7H0%4V6$cnmsu z`LlLXSH|VX&D1PuP>=k^vP|1~rVVL9>bO?cQ-l@_Ob%AryitJ)wbS8DAr5V1X`^X*02@3<|n&9*vh^234c z$w{IpS@R*|6pWUrDXEzv0v}(Vb+>A{vBO6kpCGs%24{t`un>FM2v!OF>DFucDNC(` zQafkLHP+FP&=cgk9X7g=;7hkI-K9uwiA$axSu(pj=^0vu0K?mmP(8};$anGyT5i}5 zqPA;RKfJQo(_7|p3B_r_NL5Dg4RYt?GJi0Soc59XO(?P9v+;Vb_u)cVX`^HzGjV_B zzAUWV-;Ji&-B-kPxDXWk95>ig0dg+auq#TGYPTv)1IY>Vi_QX#F?=A_6*AF)(CWYCs8D_jf;LB2Lz57;>Fw_y!Wx|Q!M zZ@M=P9GGxb{rQ)=Nw_r-D`Bp2l6w022SLq}+v#4MF`K0BM}t%`FmMO<$%@)~)4(K~ ztU}6_omb{2!4!}6n8L#quo?#SM9K&}gbHIgFF#sk4q6kAG5r`VxXt^6QU});bzb2! z%JgyTcT7vQ`w1DiIKJB=2|F1R{>^e?#Q?d_rGw?Fi7{k2Z{k>zY>^K$Jv4e%f`TVhBd73Gu9$W_KvQ>+^T@b6RUkXB9mS8guk3slbbfa>Y(ywq zM5jpqP*SRqF`6i>+Z|Wi{q|ouPq1)5n3lj`YlPg2&@;=k3S$2IwGIaKGeT8|04y}e6>U&DeZf!3F1 zz6_|r(#~_=ZcP~aO{PzkH%NYE*PnRQ@~h_Nj_u+e%Fo2HkhLK@iyh(D|&C>dT+~ykqyt@%Nmv;Vd-zq?dI$+t@B(^-d&_JJxS> zdZrL=>rGJ1>-bxfc5D%^_YKQIz#RA43GO^x$&rS5%u(RYqF*S+L~?%#({D(HWaE{u zmDX8!5Fvy(?)k@=vNNwqQ!BIS2H!U8Dg}5hUfqG;qS20J{??h^g^fU2Kf_&bujMzv z$hpI*F}Il`A3ve{1=Oz^7&Cjk6gQ%_crv1T^EPI>qSeZT>WC*$1?paG9`d!P6{8rD z@uukC$IuJL2miE5one(xueEYx+P>L_Qstrr1`7{8(1Y7a563lyQ5*taXC?SWV^1;L z{K5ctmx`vK_#k_U+*P^gmj#y)Fg;;r9Oi}&oM(xClJwiB^^;usJm4KYmebcI4)0-b z$Rt+8&3W6|{jfatu)JICk7cp=W~px&MsMTEmrc~k0~5a1QZK8XZ9qjw$?}O*3keSj z9vA#Fj`!RBoVF+MK|J@ATNxjnU(fk2HX~WT4n_ z6N6MP-O#RaOyw)-3+6RIflrJX6Bf|mTKz;dWpKz@so>96HA)eiv|q^b_@C`_Hm|80 zw=M==&u`guPdJqshwh2AWS#v9-4ZcilwPIPgU{rSW5*n-MtEepsr{fJu?XVpf!4_H zYjcanCC3W3JR_=$j-{YiEA<-VwkYg-^WK?rV>f2n*X3bTTLZ z#~3U9G>JdimUFW*FXsvv;|AzKaL2Tn`2(^&nIKw50~UQ6V?_FqCr@<)T`)T=eef_r zf0OFe?hL0pR`S9()Sek?N&zP=2bGFAW3S_8s?=tE{22Y51?z5QUfQHmRf~ z38HgNf#lk2jBkE&FL$Q+!E*_GSf6S0x=y zm90v;EIm`7`ev5~%ra(yWG#u=Mei7?k8sX8D}T;K;kmQYkQoC1+n$I69mmlPj){J? z`-NoDtT-O;I}n~Z59;P`Mmhzy*i0W_VDtaO~k*bkf0$#pyV zezx+)l9D<_k>Uw4I3z^zhh2hE8L9*V@(I6$leg`@-Gi)tEB%X3Smf(_ZY6oX4~zrI z?ni_)FMBGW!`}+JqMe>SM{j}}oOo$-EwGwmrq$hnxj6|c>nk=t0a(ERe)4+Ihhk7T zV-&@E^fjb8qk9>b)#w*W{75NXEKa{0@LyL)o68zlvYQip{=vSascj$-g6@oI>%|4F z-;#-X-n-*uZrO{$52_BWWIF_UZGT{}l02+A^x)m?r2{WMVVe_AG=pB5j!I@K6GH@3 zbpX;b*Y1iGXlgi-k#8^;V1@OyOX9x9tKoFISke_U#_QTynA4atXBaIPYxJDe0uyaP zn?rz{XJrA~*|wAJSbYVs+_YlJ!*TreQ;bUu|KTXYE@IR zFb3=SGJgLzVGws*!S!fAw?|Nw03!3*$!+?9>Eaiwj5IMKZ&n-^hD>C+#Bf5xxJ?1n zj5EKzZ6MYw^l4jjKh#mMK3;N+*0$W3%0{?ci}@0j1I7$n&|l#0ZEXwDMB{fr`FdAF zcVF`y%=`NX1P4#?75YuU=KXl@$nm6`owp@_xQ@(Ftcrt`NB8)QigJS^E|AZBWmDwR*%4x`lBC;{`Z^#-DLw+EySV*K zTACN?qjS47(_qW*`s9a{KDc@|%(iLIS5M`-kiyxLjR0-wyIT@or6Rpd&o}KLZ9KO| z0Mv1~n$h0*jIv4pzIHC7o5(<^M=5(rGLSWtj0+>ky0V!GgPZuPh_v&r1Nmt)PBIh5 z?nD6f(9Xh`tU?l4La7l(68K8%rFxER_8_%xp4I8d*bKV0>)Imvl;WJFX++qBR(XzM zg6KhWVOL@MyJ`%L)7yk8@T{M8e}U!1rjx79BKj*E0TW-3gK~r7X9u$Ee?*ELo=P`9r^A{R~_TLB>N)F!t?0wL6i=boZ~UPW00g z@+2{2>u89n_g~`L&D%w|R(Y=wmN9{t6WDK`DDZ3UsZ>p!gV)%r>K#k*I=1}wO(Dvd z{JE^&pKjJ`hq&|<&jEwzi{9*^^w)`MJZVf8ydFt_6H^{0=KH~l{YC2x^JDTa>wFKK z)uD84_T4pq5-8cz)PjG!UK%FrmV`~j6}_8M9NZ38tsyY~Oo5s2B#k-QWh!FqF0Svo&B6mO*IEFg!4_Ic_$hK+pAr^N8n!Q2bZ=KQ=8Hck~hvZRwm zO+RxP0F4+U6x5OBz~DkBsP{=8ILvbM#FHY*J>qTck2ZXS&2bm$(NWm+M7`b)#Gs|X zOgU{MD2E<~a{E9D6`VwPCz3;4bo(athr*H0qdIP*>OhtCM>ZiIR_hbysGoyle`D&V z2mgg?N}lJ6tjvU=YF-wOOrZB;x*r+yrpVn_T3#%S`MLF5qxI@+3~Hj3;nsv?QLY%6 zeVJO_G4!9L1@8~O(U?Vsm>%<|F$ID%17=mSOC;y}b2(99ukgG$)*7+_m0JFE^g69p zd191e`onVcCRKD}Ml|AvC)J_#wP0w`jkT-P7b;-U5#gm%bXWa;?kB6Ey|`zUdf-`7 z_4K?Pd7a#{ZTE{(b^LZBqVYU9|J3BJ3+**&RW8j(bFlG7BrP=O_Bmr14^!iYrBFgL zS-BvVX%AU0*+?3{nxKwZEv0I>WBJ*$Eu`+8O?AKC$(w*Nlrm*Yy$-oD)Pm-uI$WQS zj?MSkvm|(PO+QaIj*$FTrn>biN{NwEEWhZ6is-BKOkY$wmUh=`Q+4iZ`_w)d-jFE_n}dF;*L);_}-Y-O6a9NPem}r{G{L+ zpvp4l!JDtNge|CLb1sfUg_o#(?HE9ld3liTaL6-{?X{!FlNCH(ZhlLMkKZ&=YG3J0 zm4j;T&)Ci{i<8*kmlS)FyQP>ee^W8?#RaTr)PB5hs+4P^Wm}DWD7Hl`CQguis$n&+ zS~sMm<#GrH;dQYeaND|m+9U~paXd47Ws_5%N#{-7WEiB~0h<9axfC65B;pwiD_^9JJXJmJPI7RN zz|b2a3vw-D#^ZmXWM*cs?>1udK4tey+6}+aUSB|3SI~qx?C@y1YFCxwhBw|!_^u@X z#!re!aH^hH);lM`D{GtErZ3q2=B-dy2w$bU11HUmnTFkzK_6*2UNLOCwH8!?Xe#5- z&?oUNpYbihE4s=kI=UyaEuV0}lmkiKUPnckFJ6$17PQt^C2=zNqu~dk^AFF!7o#}BQ;keH{-X|wII@LTbDvT!4?n5>2o;t zclt3#Nd{?5hkW1C9YXlKRv+MfA#|?dcPu0?o@Kwo3>59yWH@@DSRWoq9P?;PMDTO? zlqkGr(e5AlvDoK_WOi96m(#BaU4VNLNTFH7Tf3)SBM+>keo8XI0lS;b7(^K?_FL^a zqYjZ_Gz%$Z_Or6@rKaA|Y3X+^I*Rd&EM}V{@@HAP`VKl(^>xBpM2Hr~xn~9m zPcrCN1UBWe8R5LT=QNM4b4|yCoI2r4iALjBq8y^^t0FH*o-J1EInMS&N1pVk9W&}! zFBJ-}F8w0myQ-((6v~tY3vFI3;yt03$i!)1Z>4#|CIyy|E4zAVsuGM^_%$tqH4xH5 zw0Ph>|Cvj9l?@ldU0;kak=3+(!*-inR{PU`=_Jvy(zYRSOLZe5ytxI(iOaV74V5)N zF7tl*qfKaGJ5zT4_}IT3LItELMDy-FRhDi53YD0_4pK+w&JYVII`r%-vTi_7X}pdL77^mR7{ucXfGx>1mgd7ACUK_vDe~QgXz;GTPa6ulYQK z5uv(umYHKneCs9ErhI>J>3t7j9}_&Bd?2z_ykAg}`&PJy+oxc?t9DAJ9_<-CgZe=CV3@Z zoIQhEn!vorM=0!QY1<}>tZ1&9X2_I=li5vJio%0M+>C@KGn=|`D=2Or%jV|nLm>DF zb=E%FW9`G1Z~GKp>%g?1?zMh!y`wQ_mi?#3R5*sDY5q**y0^a&KIxbx1AE;~@weC| zC&SVk{nuQcrwh6kVwV6Os$z%d_aV$QlIJSP_c{BZ9x-TBhdv~cX%ZfZghVa-;mzxh zrYK^1N62V_)yv=XBT{Poc!Is^JzPKQeB|;MLSEvPWy;C#Obj0>>?U*5n7^R0j2xH^p19*0()W8VPIn%}OKyGusC;VH zDYqj%!PCLb@jMw5I=KxhOOUxmFlROv$GG%Z_xq|?@xv7WyiS{1T@6?zxOj3A{!TSEhypDLpr~pRus(M+5`EHjE|5k zd`05(qKt6(^xY2;a)JL|$gRC-)8Yor)@zj&2TmjOlfdFSfIuA~#%^zmGcB8HB^iqY zrpe9)>g_j#l~P0&$EGH=X>V~^BD`K2V=5TA zJyxlWg2(qFuY)0tc*$jLBg+nM=#V$%=2cJkuRLn`!4oNaD^=%`5F-HZkam$C?dGLKYva>^-QTyHlJXuz-K+1ZSz zNxuv)(3&avc+20;KqqWFRP1}YOQxMF4ZquVK!WyF`ORKKMQwTY8JUzcms`5?Q6x`g zFX#I!oVq}Y>aP&gTx=EBEoK}Qr_M+EYx+r82CZxgOBUN3c`8sav+f*S?@ZP{Kbmkg zOlL1rY>V~QnkByfr}JGb-DbazjB@8rVQ4!}0pEc2R%?`z7Uhv^CC7RC=FEoDU4Rc1 zOGSNlL&TQ$?dGcO(alu5&fZ8;yU)N8_{T!Z!?62X;)A2H`Cv!gch&T>Qn8p9ViU+|Y?ITsk`LZt!_ZO1PNolS8OF3_k z(Ym51>9S6CgVq)%Ay(nSB~~`A6w(Ci$c8=%hIb*r$C0JlsgsQKu#6;`liofvK^nW^ zA6Vw@YQF4+nyNJy1-vU{Y^U?j8mw6Bqfc-&{r+tNtbKPUt4%tVWHc_K(?hIem83#B zsDp$tn0q*5UI;SiCinS@B2~HNUO!o01_3MF*%YmycKsme-t(Rgo z%idz;()WZDHVyhWnSC#U4eH(Xmb7$9&WN6bD$gMbbg@e|+E5jbLd*eSKhLKd_ng(FY|-RXc6@W|&X?;-T}0SS0yj%9%FhXy38WOfQRjU_ zHBt8U5v#nd^Jt7NY(2|JO(Y!~^=rHYG^moVsecQLVh{MN*X**5%1br@nvi@M_z`E3 z18RJ05xa$h#Kpq}or!_W{<)v1*9Z@J^;Cle!lDB$r7{ek_5!PH1+ik>y0Kcu2g+C)e0V2e`oz zqb>hi`m}SNHQo5)mLcN9so9K(DC<<*oFS8a>)-({*o@tvrt71+@H{uhHaab#Zd`f3 zWZ9}mV|EwX(J?YaX#vaLc{~=ynt!%mlgUS|<@Pfx`FgL|rEENteoDMQKu#)nG$OYA zbXp^4qQ1YXqJw|7q7tg<^ZPyx>BCZ8JF<+doAl2BKH(}X-?Lga^5=NAfSCWWTUT<8 zOGW0=rL}&ahKybs#DtTJ)*ay6S#)S>nF)>}nL1qs=h4YO_vKY)r_S6uaPQ|2IQh^M z;?KE;y9|eR71EzCQWSA25^aT7?WO#~JR=B%r%jaKk97B~Nj~_Ma91X2r;l7&->IDG zbeGzDFw^3LHg%}M5TbTvs>{n;1RU6h8wPJuW8%CYnerxAb zLtgd~Gg5R&teJ}z3=qZ39(vRplO$mJ213gp!c(5!wjQY9OgaF%jz$>dZ5OfoljRgd zsTz}~ds_h!$bsGG;B8RH)eAzS#?7P_vH0|{9tE}H=Pf%hXYAbYAUWS*1O~z!MH9*8kz$`zZ0Jwu?sPM zZ3sn^bHq0S3FEymt8hkz0gQ$mm0tQZ+Z8}PG2<}VEr@mdTc_D8V&p!;#X<2F56VVg zx9IBYh$s9hfu`}p4CSWA5i64G z2dwwai@3eZRnL92LE@lM`Xgk8eHEV#;sZy>=vg-5XQyYEMd@~fwIWhWYPE8K6}BP&kff^fw278)@+r^em12Whd-hBI9mD5hJE58q?@O8gy zueE~IB0~tG0Hn}~cDjJ9tIf678N(lmSaLXe0L)oitZ}bdXf=_0*}%~ra@K#?s^Yyk z^(vLhuIYJI>`ya%LgMkmA=uj(kRsoYmfn{hm`_;l2(w3T->}4@5AY8BF-~gy|H?Y^ za46fhfsu~uhS=D40XO5A~8r4zBNhjC^kY4t0q!&LsWq!3dpnU$|xm%ZG{ZSFH+200tz~xs2zV z@6R)1FZ=5}52kvo&tt;sMH`?5QyUV7%Ow&w|sX#WniW>MUaLUt1dUiYp1oIzt)1`6Ue(wW_BP;a*^uHLU08DKIblCZEyb*7aRyQi<^bjI)1~hv)da z;vC%Ug;j_;&u?$ zPGjb{vN5U3I>*|*MN}g9bZ6gRrt$;a|72YDvBataL$l}Z zdUCyiKi$>kT4wikGO2j>HVvJ&fPth!`vg-XY7fQ(Ri|&w7r2@3M z@c2%LhSP9qD3w`Bx21wbLykET7!e{5Ic>k4{3~O<^`$OZChcdP_zLx54z=7m1rx{b z7M3%&zFn5Gp{gU&K#fwoe^U*)>tiZxUk$Rqnxn|xM6AN-5M5o&MXj^0A0>40y|^6y zmMSY>8pnRStAEz0m!$_mtK1mLkVs%895f!xD)yunZGIFs3dj@4<#PTUfrMzX#R^IX zhs<0M{}#UcTCVIK<6He2)%KQjEyPZ%I012Y(jD{ZD}F4z>7f$JV(WWm$b;)j{U{ zUe9((>y+hAAICmz?0r+Nl8ZTK;8L{;jNJ}EDwU;*5p0w=lm9$^x>1=SN88dN0{7+o zB_JhiJxbQRjDZrHibF#|I+`+(A6RejIyO{H`kn60t;m7ji;K$U;6f?8fs{yBkz)Co zsNlJ?HGN@sh0p(B{}K#P$5}L9y4e;2299+El2xIRuj09dk>O)e|>p`oZ^Bt z1jcX+*2uOrB|OkjXf;Vq-kUNBC|m$#`%gX;USL(l8J&8shR6$DV(M5^Dl%9pr&$(@ zub{AD9{2q=zfHN}%gUn+zEug0WI4PgaW;P?9!UtvPor&KH~YPrAise_T3Ll9{FK}u zez-kdH|u^vyAqtv1zcKkxQSF27^V_NXxuqz|fnr1!Ds)t|A?FJN_4JLt#)}iG;a#gtDLq~4tXO%*h zUCNehC+bq$V&`2Tp%-y2jKY90{VD?v<$1^Rm))x!g*!qxXD*!nVVsn%ZE7W8PqO*o z=*UC(n`=V^UAJNL#4lG8?NryLqb7J0VNN)K3F5!2g^7VFDOknI9CGTkZ9C{%N;C$7 zLzqRwrGg=*-o2Qh6?JCyFZ`e<+wQLz134M5b+u*1bqA767Gxez@T91SAId~dG;{_H z?r>`YcOee5v9p8<7X@x%a8}(z={5Xm_t(bFgXFZ3)E&fL+5ty@J+{d6$C%D$?9ebL ztNZ6fF|FOnaOS=ax1pT;sLRQ6LD=Img-=Ey4me#A`<^mpZ))-2ux!372+$<_npSK( zz>1jp-f??1R;-x&rO#g*pLD>x=yufe1_!;7!MYv4c9akQSRE3G*};eTA?=2qd>JG_ z(@ek6pbEd!nJ*aRc2S{ox!6G>bA+t%>TD z7u7nC7V0q1Ys`>RwvBD9!zbKA9ZM@3yZsHPv871?W%O;JKiLV2%bKdFws;($BJa3Q zdQit=bWi|)Pm{^xiz^=}Z&w`g^5)n~f8vPhY%ELHc(Rh@%KOCmv&G~mJEe|KhObPx+SY`?^7n5#m8LBF6 z9KyL*xkf$q-fWZ_$8aASa(ogFbPEs)AD3{S?rdk9XK$?XHQ}x$dPqeg(O*18^R+b) zNoXN*^Jv&G#tnE0DAdCr-$zKAt7|J&?blx3+ZIa1P-4Z_zL%o=qX(xHlN@8r%hwpa zDLbu}M@EiWOR;?xmsc&t+~D%rnLprPm>C5PuVTJQLwrHtjEoFSW_j&6?lc<#s~taq(g4$ zWz!}ddjdr)$UGe)@_e$>9p#2YIvnX1@hUjOdOCMYYi39UN}H%p*t*ymw#Za)E#0Lv zpkmB!+8{a?+7!^q(8CpJMl;Xl(pufke)clg03=K!hlC^qR6{!Pj{f<=u<-_uaXv5cQeBYH<<7AE!Sjif&C9Yj8~KO_d%9OIMzf` zo%^FzdS1Won{*;Gv%kFc^z(Va-vdx82r#oxqPEUWi%@5`Gv>6Me-U@$%W;5TuwdJI z?^DsLIFs;I)g$BW@L{zSo%_4H)BPkT{z8QB@59Us(gzw2Dd|p4fDL!w%T&IW8*NtU zH??ObGr~roj>doW+$-?J1IE1(J!?>osyvZN7*=8BM4`0zOwW&le#W4v$>*5$xs((p zUr3DHgxXur+NXkm{!-HdK-p{?M%|;TC%>5=X=?8aH6H%d5L{{B4AC?W>`Pp)7R_7t z`S7}%7uw(zn?U$_{)V~D?GG!P(9)w70~`KMNv25?DN&R&B~kZ9Q6{_vaE16Xf>wn# zpdJnX$?{GrqX#DVS$AedvUxoal%4Gtna~#JoD7(7URpEy-kwi@z~?06IhkdlLd#W|xs0D<|T6 zuC=h@XR}nsT`DR-{DWKOh*|S>D^c|(cF&B%tkt$eaK-`br_xEpj)-ecJYE4v2w|Lf zm(`eTc5RFBcQ<(HKqJ1PE3h?YFL`=V8cvb3!As<7JM7dwTH91U_hKB*d0s&xN77eILLqzOm*_h{6c4hG)dsKz;wq^m=zYc8 zRehN1)3@~fFz)WFMvy*(bI_^QPfrt*>NSJwf$>^ZE0cucxK(Yy1sct=o+i9;{>|)$P z*=`kU!3H~*%IHUwBI&dQ3oPm*CAP3`H48-A*JH2ezJ21)PJLBmkMj~OrBlm^rk$H0 zQNv-#FwXC>XR`-u8b{i=-b~8HTl8#&EImE|BrKQwq&H$&y^&`SvACH@7n0PVUP(Qg zC#H{aZ$6*a$iJW->|^#$-j_;kK!wvKW0Ohc!Hxx6$eIQz8Qzm)0&HKyLX?|RGQAkB zCerNs>k%t|W)m*K;SviefTgW;*tM3}CSLWV2&uz!4L_NK2JY+}TQGTpN#_|>rVN-& zU!qGz-3gz=@oV6kF~1RNZKt+}#GB6D;kxg}`v!V-{4Um+d^dk`*2hg6f%i-(&5iGY zkIk*U?_d*k>|Qi|oKhMrx>o0`^hr@|4WQvzKaI{n&%V_j;pEQkse9YU3*x^q-PFXa?JvITK z)O@3=DAS*je4XVBIP|#GbUjauL!#eMP zFH)A`;wrM@;-o50_U4v0U??cs7@ueXc~~**Zym`ptf8;<^lT`Kdk{iyXiY^i7~gAr za!DJd#)#v!(VAJ9ThL>CfPc@(*fV5wa*M_|_1coN%w2)=Gypc~el(>!V>qDRAEF@) zg&kTEm!8EnH^&pc%HjLog;lQ7GC_keMh6=y>+v44ygvPCE-`-h_;id|a2QMVsA%<5 zEfT3+Y^|rFl=B$zny)(kB7WfNMg2!N- z&*CaA=dJVA+p|hPo?j=;x(i6^_o{Xy^#O|20_(_{D=I?K1N*O`po1)-;D9}7;6ng> zprBx51ECOrznH*BA{*x4XJJaRVgJ1kP4)LeF?DfSS>Ug_sS_A%=ls#$B~F~D3}|Z3 zQbWf@M^S;_)ZUia*v#Gp%^ab}q&qOm@x`|I^67+mQe}n>txKxLDfTk^XJh z*u>t|MTngI?~VTR^FPlC_OSftPIk`!`&z&Yviv>6!p6+X@}IT=QNh1Q`Bf}Ez&5%P zmbQR;fO`nD^Kl6N>-zue%s+R0A*u6^BsVYnOUV~!{-2VX&R{2Tdt2a^F2es<=6{7> zp8Q`yL6*O7{z4P~qvn4d1@tWZMv&z{HWPkB*n^o31tkh4D&3CUmUsEB>jmVg$Mlw_p+Og@ywOscu7DVqOn!kb0* zH6__vhDB1_Qo(QPrj{i`U$iU-eel#yJBY%xU!jj= z3h5)oGU;=Bi?#iE$PjSvjKpKrD@pMu&U#Dz$|aDQKa}6yf3FL8Zm*kWt}> z!Q^+}%q70;6zIb(FR9AZ|EB}`2%n(dg&~j6i^*69?s2OFKeDnH- z2Aii~w0X$uBbx5m2G5Clo_J@9;?-yK+w(~aiqq+YKARc^VMH>*KfF?^2^XQ*bh&Ll zsS1l5Uw}79{aH`)akhJ7cs&+|G4<7qRX%ZiEVJxb9@ek=Hv{F2;}MJAE^G#|x4qK= z=lwcpqn+(ONH>p2)$HAJU5t;2#cBw&nv(}Ox;#r29jn`EM8EZt2Ah!;5+D4Am5aIM z;R}yGWF<4MRbp#$yeHA*h<_XSkHKU*xBlAk9Um6u3v;uI`-hg`%OQ)ubPOlJl!lS% zh_O(J(f{6($wVb*k*Na7UI;tzLDQEoOOL_HzHp2Y^z2-#K+Nv{NCG>J>Hg|CvyF|s z19+mF^2)>v81n&jNC7|Ju2$ZPj@U*q$pvz>TW~n+u{zv{kh-`B=E-w?o|cA^JwDU@ zus@{nh5ur+SyHrzt1j}$YIO=fNb0b5fPEj|b?bap#v{csieuk%jJ9E~*b z{P)I)M<&O>o|gnNZkcdM@=uQueNUK%ybboZc}>GSht0v?vDSWKd7-qR8gRMC2z(t1 z_fFRxcV=(RC@D5-c0tUOisu`I8Me8P2t;Hz}sYL)hL*DPV={oPg; zp&B=9cvd}L*famPT_n_vAW!4SrsIlWs;~xKB~1+^Jm&BaESlVplera*33>!8KG#I3 zBwAV`(y~vVML%GWg0hKC+eshYyD?X5=Kb-AVSI1Uf42SL?#=4k-){HP7hy3rIxLRQ zXOjD+K0o9N>Ohi^gerYTK-LERxHJ21*MtLKFO9Mq))4=`bls=Es)F}dVf0no;PA!G zv~Pj0p^kqH9>BY;l5F#FT(+3VM@f$n~x#;H=0=AHX?Ip7B1 z4%*TO_QzYCYs9K6#9{M{3%vZ(y@GC>W-e{qUYWmTGh2)g;&feW>C^ z1A+XUVn(zQW!87_NI zH@?2scE^@SJoga_o4z86s$lz96V<540pz!-B};E3ncwUlgY}v5mWhj@1v$&t8k$lI zMaP&VXV2x$U#F_SYm(}9CBHnJUgY5<7)7I03SxXt=ljI@qmvA0 zT3I?GA;x7Bns#>?*+gG0W|6vYt^1)EE*Wz+!beV(9pe z@8OdQsXeOT()Z-8WnrC4+7eA#|JAOi;5O%Zr=>%lSnC=y7xyXFY&9lQ(kx+^w+7T= zBsXrH4r|z~X98`uS=US|74#E+`O8n`iFoYN{}7W7Sq{chalyOXo^8?U*E6~uErmeCz9OZkf1_EdHCtAY!~&99 zZuP9Q1}6CO3@mt$^FO1FzK{H<#Dc+xiw&mzkwlH2=Y>>-9|{ZACVJtFrm{C<1QCS|Ul%6l0}v}%DeuC(G={Q46WpLP-)LI-wW#CmEQf<5JarA=xqb@Wf&d%pX)*UW3t9dI1-JLT2fpzodW8>h zI499*+LTaY^L#^v@E++W;hjnmkp$}^BasS_Y93`+fb|}{)k?kh_?(mBFRrt+sdJlj z_j!~giZe6JfU)4pm?H+WtL-7w8UcQ<56*@u%QhOTSJi4}F9+qhd3`J;t z9Y)Fw>v$A1=T6G>NuyCa$-Ec7K1^3c?SXROv$eeAr|B!$2Olmf*W0$7$DlpDX~ya_ zchFP?Zm(N!U(G`O1GBy#!7xvW#f03QTZ#XDDSVD*-ulOtvahrFJSz$nqnH%h5V^aW zYL8|+iG_9okCFhR`OPi8rHlNr1PHQ>A1O-=Iq{r1M4NkC#=(Jglcg#cTxZbaRBY77 ze|NE)mw_t}(NQMxy)hn5-8(*xI^F0mO*&2AS*T+m_C8>KNyKjUS}C13AXCUY*UfgesZsA}d6sacS`$mH-AT!h_H*binp#)NWXm=ZI65py> z=b@k*V_y87$`z^dW}aX^cqKu{=C`E8Ep80E)-)miXfwl5QY&9#Np@D!vo()uXvHiC zt(Fz!`^qE9$<@qPhvjA}`}y^1au%vwkFel`n|ro9AsqM-72)A;#oIN_YI{*TYdtWa z(wH;J%!*I79WzYEclgJT&uE%j#+P09UiiJA8J|YZkRJuvF7L?3t<;C z6@6;UoIBw1M7Qo;koM8J_~UyQ$~r&ssZ^L5xqK?7^i7*F@Mh=dV)?dUh_`-|BD17j zM~W<|$(T3GfZK_&bxc2%Ys^ZpqAhVQlySBUi_1{%HbwXx*Q}u{ByQrLoO=O{kMHvd zeL`xNfc>__bN;JZ*pq5Y6}y_kWE2id>2(0{lsTWGsv>FpL*h*(K`aYMn5&3(`KP3c zN_1iV5Htt`il;frY6i?UBPWT^<51QsH8#&*qsnLPh53GXglnct{qIJxQ znHXdpcE3)Ap3#%DXp&b=-c>%3WWXfxLcIB~x;*z28+!-PQ_0vbtb%{tt=S~Kr4Ttf zOVbnL)CrcP;fo0=&=m{6l35~==sEci{Fd4*UfzH_yq+h&Lioa-h&ilIcPpXVN+u-N z%a57?E?AAHP&wU2QI>65Tiq%=iuL&g&X1?Q&L5I^+VJO+>WCahUiK_xyg^$lO{2@4)c;O2KAhTxniuxiRXRZ_R>=d zvz-;*bvW_&IyBbARF zJW1slM!xJK6Q5fD^3bi5y?E|rLDwy{9z-wPQjM&$p78ELW1EhAURIj!sjY7!#<#EK z>G-C$I$dds>8MMV@i;IULgIO(`=Nj+nrf+MC@VJByk~#6gKk#*6r7awarYgbg1nww z9(uzs z_7_`5Wy2GT&r@aAekr1C8U;lzQ}f;{I?sAD;ZU8UZHO;>m4{5)7Pcf8BO|iyLhazCVO!?ft4LsnJlYGLbx3s6$c~zRfR;_q|yQ zLWkGLH*9hH`P~?n-|e9Iai}VWLV75Q`ge$IYt%Gg;;FtR^a63NjVPb%D6m zPSLX~ZGm|x!tPv&8`VW$aS?$M4#`l@lxcPaschqRDl|*v6ba+telf``dh6cB9gn8{ z9G^cMOEDrV(dApS>ac+?LucnYn!jW8wBEhF3>PkYtRgVEdr-tNqDv9dSTKR$W~pIR zT@A6u(^i_KB!E=UdMxDL-DIi1TiGe3rpM8k)0_1V1?9GkeM*wmSP!EhD!4(Px30iZ zO}il1ABCNj_+~WZDJXGFn!iN8E=?WxO%E4F4@VW}frHEPhqTCc`SURAp?(x>ck@mn z0X{J%oskxk_EmVhSxOl@S-1GqD*jNLVAz*_XqJY#ESl3_3WIy}r=HCNNUJlmRxryr zms5rO4M!!uW-ap)sSpyMpxscrJcG{j65EL-+VqL5My&1lJ>w$ZJt~JxFFTDECYCSc z-TeC6}tUBu<8=@ z*ZyE(L|pc@82H69t%%QTPG?FQRz;a)RMUN&lfJ_VBVR09G~YvlwzIAJZ)vp#NV1-4 z(d6goedXYGzw+$mNOp*evVZJoHNvj>K5R3_b^?1Fa%*HoZ ztq{u|Ki>l#an8=iASAcfM@eS24IJJ-$mYf;o>n>+FlI*jpZ7bQ-%eI2aFH>2;^VmcW2{iWiz}bm3*szde}j>o z*>*7_v=~2f{JZ^|!I#DLtA_m%P+Uy3`Cd-n`#NKY5RaO&GXt2rz=DOsQ(}FmcF8-sTNH58l(GM5&z6260q$y(;4w2&LFN#VLiTX z4m>6$N1oR@6<9Pg57tU6m_osS~FDo%!sMHe*$gA?TL^gY6%J7$&|Ee!nbdR!n$e9Xz*<0>fJOKkq z*J%6%kLPtrsisvd`~u^x$xO+pMGQ};vVNx3hpdufHD*haWSRzoUIj^s0N1+MR5`bF zXE~!YT*Z0q)|e+1t#x#~xE}IXMKj?_#1rOC3Aw2Z+RU8x%kKh3tYXNArew&Vtzp;& z1+1EVDJg~;UDKDFnMjyC&XL+&tklRqsoO8L;fSXWX=>_bgMXWOipBq$hqR#=(wVRz zjd&$r5z;gBoN0F9N$-v)(!Rzfg!wk}{=r_bbSe5s_QR96?^z%86E%7?9-d>4WsZ@T zM0kSNg;3?)N;$S>${I^3{Wmx@N>Zd#p!yNL_B0dtFxnei_kM8xTTf6*EI;&I_slJ& zyVl%9eM6+1(>yrGv^Q)su*_ACO-!^bznp{zW8(ZvF`LPof1tj>ar)CsX`` z43k1j`iIh!z`i`vKnb9NO!i0|k}vSX4_@rE0DMt{TwYvE+g7$6X_3Ni(U@JWMCh5) zFQa7!&h)>H{!}qi6C1q=PMtsHuwnv-^1*CJrXlsK6u$ncsZj%fCy)2nX`v(fFp|>J zd88(jpL((F>0;G~t0=q$QyJ4=`#qb@?YLMCW#Zk25Yoh0ciUj2Fzk7zxI0ExLXtMl z*Dzii3)RXCGc%(;Zz77qR#y+p!5oA~{eTUlCR<&`LsK-2mxRq|cYEVJXWktsZa_b@ zOyRIwEfQ+@rdPZy=t^aGdpMB`XY42mqR`tV`V!TqT>SuZq3X)2A|?IewO8K)uqjb@ zOw~)|lQ$U(M-u@S?DA4R@-LRk_6{HEh0guIAgcU-t;tnumeef2C;ZdX)2q*(v$sEg z0%=7%Y(y&OX^9hGDQg;!okaOU9Y!=wR88zjsz-zE?@$2A%CnNutfY&pdE<09Lzm9) z^Cp6T%S{W@2Dd zgAR%$vPc7mCK4B~#Q7Ws)|VC&3%DV>A1zf8#x%g|w73eiGt74_hHk~5Z7vfP*1U0- zyD-AB9Gg}Rw!0v8m@5t4O7BW<3-kXe`pKQU$a(#`TF2S;7H{S6{k37Qh`SYyU57PJ z7>Q`NoAi@s4@6cM#u!I`D6G|hB72V4(7und!^(d{)V*hTms>37B_<~J8WE8#rFI)3 zEI7FHKvLd6sKv|I*g*C3?F!WFKCGl%Gdb6|lIeMt=$L`%##N>vs`jSusmtmE+nhK@ znLR_q{=D+w5HbT|jR%2>s_tufO-^sgIg|#|0<9~%@?kT>SJd)P9a}X19Q3TN2=_fl z%kc5JR#H28|2LWr_*4>w#pjnkWe(JBxWq$@|5Km=b_|pNaDO<4L+oXj99m;DKM(P5(tCBiGsD^hX66VTg?%BlD=G^s)_hi@FtGy^(0~Fn4<}D0hrFJmW zB6GSvH!u!5J{f&__2sVs0LSRlTbUzbVv*vN6=y398|B#ey*2#H(*VRTE@L9$@ar2k z@>H$)PeVST=h>CFviIb-!ag(gf_=+fBp3V?hvSg$zRB=M<~!A>8b9^bsI1sN*C$HW zKb{$v+Q&aLuQkRXb?)*OFtB>i-OW(@&)=CU4?I5_E?ljEZI(PSk}7}K(@nR;x#ujd zawT@42(bK2S3VwN@q1U-LwD+T?p>^?QOcbq`6bhD^#@Io@%9q~_qN$~=Om$?Z&X%@ zg45V8f?7$?)xui1nL?(3WjE;X^}FBpgwq{_0rRucQJW7dNH*hx%Ud;GEg1DQyL<>F zjwQKzjSj{N>AV<{VYsdi_3DvFEywNMYu%_;3hGLIrxp@?KJ{$hWnACT*f8J;d*Zxi zMp4kqk4ML`+qqe+mC}@8xjNVf0ggBwMK5;sSYD~NmqSA`vyC?q1h_e2{EFu;J?A^s}#){RpBfLxO{=1&fJJ zX3|9O+dCJd_WR49SMuAtE@v0znh0%tX4)FmOM|l7P|eg8|LCjxgZF;PmZ`k_^-!ei@eI-hZ}pF5{^|A2Es?WoVJpLbnY?rQZ7+ApTIa?~(S)_}S+zUc9epWzRe_1p)b@Gy`m zBv7IO$-PsZjiGOH+;~-}lo1MaSPDVGcSTAW@Av1*C#%8o14Z&h3Mrq@wuUK4Nulnq z4#lfXdMBEkEjGuqNUY~8dV$KuWF<&sb07vbH{N_W5v4m2WqJwe>fqNGpeSK-ee_#z z$*IDq%}Y##x&aDy+oW&3gz9Zry_zP zx3&PQ%Zu^!_Q_H1x{*Hyt&AsuR&O!GTukC{VVsPHIMrP}BBLKmV9OWZ(dvq|(H6h5 zUPmWAae7ncFjiCHW`cy_eOC}p5q1z+FiYe}OfDtD z1qrDWK{xqS-BhY4nldj&Ke0A>CF=>K$BYby)qmR4T<~CfE!!3s6K+y4TRcHMi*QGC z5rLw&D;37whN)(=pnA!-r)&7w@zqpm!6{Xei;@z~cCr2&Z5bOITjIg?|9fz~I!eE1 z^IJKqPl6{Mm9AmgMM-pZ55wsBjXV!r$|P=?&lwwmYAA{8?3`3tf2?Qtw?OJ|^;bdd(a;&oOeRWHqB?nuv0hxfqMD5Q2Ak=Twg(Q9^) zxXam{5Hf4Lz3%9BtCPdxO+$z9@5?8P3a&SJ@t;}kve`ui;Wr21XYAHdsN}1V+l7Cr z9>(0hw&6vJYOj73q#RiEmYazNC<+EzNZUxL%w>I60}wd(Av&Pmf1}g@ErK|i)%bIv%}_q0BN;lprUYZj z+-caB>p(Qw!X;2moT*1ZBQB%s4yj&kYGFrq*P>HqiM(23PabUITp-7>f)b}GF&?by zjO@5Djl2PU@-_0-Xb=`&Vj}AsARL16I6hpMR~GSA*EDfYg3_d6&O+$Hn`uVIA8l9> zVi@?fvDYi6D-T;1xJ@1p)+{Rs9B7j1cj1kkwdD#<7$fiPlDH~c|kX2z{P46v?XH7tQxQLh<%+yK)1d0PG>c^BmK0d0s5{Ny0^bCDMF|%+I zWtC0ta`#Qn(kT;diamPuUKObdbrQODM?wnAT2gs}?D>r3PkNWcb3q&PwEHD>1FRv) z>XcXWwWx7R^)6rS-R2XRPq}K3(0f811vNVMS_$q3%dtB#x8lNjeIhOGFuy>bZryj_ zH_OYc57NZy<0mF{)CS))UlG0f#4CS$RKj!kD-LVDco~Y2u_;iQ5K|F7Sv39zc|8b(`I$tcRM5PyJ^fbK?afV8O61owbf_;WeVPrNe6 zSFs?vsU?37mC&;T2XY-W)sce3)+dv7+VMD4ZXMvOdF$;{d2s22qT}>FLa+owX%`7R z!x%^DO5pC2XYtl8oCOy5u8_aCKRUu>4j$hLiX*tYkX8e6vY zrixW!T~JPL{nfb$ zWNBlT+^2*1-W)dxVv;7F0(q3tZ9Ay9P+P%T`GF*7jOQn>D=SLCaH@LHJGmV zsOFHAJE6tWBrJv)=UD+J(Oq0;2O$GTHo9ke5seg1DlLtW2B%-2_ECSAh&cr|Ow<<=(fbx#OZD$Cye zafdyhd7Emv9+yIvu;IBrSG@NAd7brq-)DHFS^(=E&P&jsO9r8GL3T=9F>3nUYLq(l zzy)!-f97gH1s8g~8aO+r+A~ew5iR)iCJDbw;=|)5%4XTWGBd-ki_p|O2#MwASuYtK z--IQ~rJ7m>o4sz3?a$v<6Ch8_v?RPJaDoZj@pYM7>($nywxhd#7gjKP*Viymu6x#i7IPI4vbaRmty5QWNK^`iin?7Dmt(!-VQu{fA z+93%V6h4FMa&jd_PKg%ebyrGni}LfmJ{Yp!tpt$R{8%{Lju5cEO}JD7-i69vN3b{5 zs?8;S>%9OWyDU8))of$gceU_d5pKTQokgMKE0N3Cczlye;=&o!mBuoykdI|7yNQXP z!bBRwqbcX-!Plx42AXQxYGBt$I*O@SljiQiiTiwkc4Wh30NxFDojs9eQj^eitPUL@ z9AOc-EU-6Y7t@nSwdXv>Zi z$pSnw&L51KSt>~_5bC&@5S5Wxtxs3N-VMT@Wn@@4jWvR3Ftll#FS}O51wMGjn&Dcg z#`bCt#7P8}393%%qxHJ>OdrK8k*Gdwj;r^m^I7D#oli7tl!jJgdPi%hFuXEL_0SW- z{vxXvLB0DmO(H?rgy}#Jpv6kP!vimQpi}bxp;lglr~EH3EyB#s-P33dPk+Hn zC2fOKP%h+mmMXVQn%&gU(PD7C8zwAI93W>oe;5cY8^K~Fi5*Yy)WVEyRXArCmbAM2 zT=p({JVE@p-B5BCAlTi1g@~)Wo)4Iqn9T5(L+`XdN%M?Dyv^*>NK~AAwHJ~)mnfu< z(!xw*ELJ-_QA3Hev-0!u8)N3acT=z0z>MXq{9kKbu#?m z7jFh2a5DbFCCpz(^IyVpBUk`KHWNquCB3#W8o>1My3EyH!g7BANSJFplI#UaIx{FQ#YF8~sw4`7bp8?RyILOH9x6FQ!*xBJ)xh@2^eX|5ONl@#LL?fJOi4 zvQfSiM*53Tli5)J7uKH%JokCo+t`=F-~JMf(YfQuUvPz4m4WB>)IyehiI~6tOEi9+ zCL8l_mN5XGC;!DF1sMWgvXmXj{t}JkD1buR$1Pz_dTb26BQ}kEZcRuXTMJ1@%Ph zhIX=aJj50Z4R?9b1OTYadM_U6Vyvs_y9QQ5z(<#$SG4G>$6XpkNi*jn%v?ArK&J|( zvR`iPqxJ(lFI~ppbu`2Qp9?YCUmyL0z;@%J3aheRzvQ3XWi2Ye zS{3=DwJ)7s;jhyZ;K2Tu)5ikNqdjG=_tI|*|2lm{DD;0hy)58743->BFa37@1I`T~@q#Q9;w$tfu6OtmWv*icWC{<=GR zg#Raq{N&6IW_7#-ssK77NX#=sD5qvx!fPt8>c71<0p$==ln4>L+>RoiGNj@ z_OAyZ5c|6Xnp09!zoL)|7d0?QPgw={_eQcG#xsR}*4q*aKb(j^-0fE`(0s_yoB#;J zpUwtpJf3d19XI+=m{NeJekUG?`~$FlMgrpo)!$Aw4M*(v;3#<7gC*M)^zGYPKZ&1$ z)6#EL8zGl>B;$qw-6AB}| zBoXm__w@AialV3xfZOJy#3%^!wYwaG-{b%-J8Gc<-922l7vGba-Y~s zm`QQo9=>6;L%*^-Yd?QMx9hbB)z`EHdPE5S7Xlw=q`04yVA!k$HIq_Tm`~z z3$>ODx8|d%mWL7*22Hh-#FhvWYGFKezAMXh?9CkDA?(qgREHX;>%DasnfAm~WQ+X-R;tWZg3v@nM39O2XSNR2ALYQ`EzVxUE#EVi z9#r1(U?+s)O`c`oKZA9{N|M(Qkl$w0r6(|G_W>mDD%X9jVIlM|h>in5o(%)QR7<&1 zWPwl_8d|it;0HMxtApXH{rO69dg1d>na0CA@aNQ`R7a>2uisaIUc@Qa~(Q*AAMh#$~e^9IoymyZiirZwy$ofUaaJ zGjy3$iepkTf5ZgNx$frnMkjuTDX0It&;cC(Y~}8r&CmR8uQ%L-7R!-3@4?BSKt`XL z2#it-pvN)c$D01lEB}n9Ii9XdGL<1a&lRhRd*=aEP69xA6`ItZ=T*47tw^|xud8_R z-|Xdx2dUJU|5>)#7j#O4W0w;x%gzlCW&c&K&y%*3e}v7TrJ!yG@_Te0U9f`FsWO3o zgF~NB7i+>4GbSNHunnvVSY7dZ?j1?tV8WdP#(d2h;enm6E|ey!F@aA>Am1M+Yu$CI z3fLbYHM!BD4p-LdKHgn+|D|N9{stJ;mMoWjJMpeM+IB&iP5#`+J|UK0 z?sLs@U@8>&W%YEmR1=gG%IMENgbtj517Hw&!~-8CQw~=;I<)wFpKdKi7vhq$T|S54 z%%Tb3i0%h(iN!UP#nC8Jd)uxzHY&p`ONkmC^iXx`<-^8C{v|q|_Ttq^36qn*7ceu# zD^HN|JjG)8qNCYh^D9?Zc?$+I&Ta$b_Q#faq*EvI54pv9Ef+fdR72Ilx*aY|tj`qC zm=65Vp3u0xGb(CSV)(x~dlX0*C|Cn!+L92HuGSUHR~p>QW3;R~rj)2?OhOWpoG1At zjD7y3STHurI;~~+9Go=Cdz_RjpPDz!dDLrCSkPGTJTVGfu(Vs5L_Y6Vc5phkw%Ue( zd!vET(u%04l}t9s;t-eA79``?TVP87Bh>GoUqjDs)-O5h|s z6ZpyIMu~;IvVk!!m8AhWZ18)M3;lGF^86=*UIaH_2??%-8o*3e<7cW$e#??N1wAkj z)Wfiy9~V0r-9w&7n!76Zh%2HetNieR4w(Or#6_h@3P^CC6(Q&BpPqkNWLdT!#maN| zl+7G-Sd4x2X$ZFqW&g}^r4M~uBSY7tmKskJp-L@LJh(oXg0-c4$G?yXvLAkDwj`X#O zj1-;>%Q%0E*8|_1);OrUZ^_wXWchJbMNu$7RlvY!Eo|zfz>j?TOw45!-#bKhDIa)I zU=$Kn!gzc(qpoZjn$L#exHXipFr3|rPT(jPseT*XG%Zz+geDIRr z^J6L|<89)1_NK7+z=&@IXU1!AXQI0$j;#UdH+hJ;V~Euwu?~+P-~s}r>Z^5z!>_e0 z?1EW(tyg!CGZhI}Hq(WQxX}Q=u_f_JS>!RFs8l8A^Pd(L;Rf<4Y5;B_TbHAHx-n7Y z`t%s#T=DSe`Ww}t6(c|yuVV6v@=*4XM0|Kb(;x*Ut+pCsT=f-l#9eej#8x$IW2m~> zs%l27y8IzOJVbILc-rm5hY#!Oi9V-3F=WuE0X4W)Co)SRQTjoriMCa~z+|U%UU!7@sny5NO=U?&wh`W^Rh#!yr`yr@m^wCzdB%t@KD%MJx3}(X8!JYAo)`v z^OjAX?p${+*9s~oi0Ty9G(9dfCN-9R&1{E_53Ip2*Dcf;9Mu7MZ9QBM8WUAah}P7v z0Ro8Hcq)&*UCpMv+&q;wN$=-o>v`r;c8cx*VBzGSFiklq&vdw@ul^T5*h5p&^Jn^p zSUZ9laj39pv6L_3ogux}l`G1JdLfIMlyf}5nh{77MF@kx0xlLFwdquHTVwUmEn{V| zc>>|6Q>=dxMl_-}yY+l>Q(8KVRlR~qU7efsfQ*6pv>7iDP0eFPZ&8D}&|~7`4d%D$ zx3GIPe|+4QKuiQ*($)h}=fc@4F%S)>p+|#D%^o$SgLUkPaFQs_x_N=9FkL*`_wjBl zQ{Lqg?YR|ohWs42LllFA3-CDi=JuY|OW(KfK9Q5N*el9^?&>6u6>ruXu+a zH4tI?y|no5{*Rc8&e?u)lVcO3?jpgJ0I{{skLq!hek@*M&j@)dUMTCxgC?QoigH1K z#dSe{422m^P6ZPq%oA(az*lf0s04E)^8qL^9VIhG4aYIIXcrg>MGZH^tZgq4=tG_t zGy!C=?DIN?qDr1Z_l&92bWIRTS?9*+k#xbj)!+jxy1sr6!>c(iDTwXJCfh zLS-5aMk9_m=h*hmhB4i*QsXn?9|rS5p7NmZR(iI8-tk}0q4Mk2z`SxKl?{ZfM~PHX zBg$H9G9;Q&p9E7Z|4AZFd;uf0Jrmb_{l^HaF@S}=Hf>D{|H(i)?}4P`^2vJy^Plv^ zU;1y}9MceyLj6ygd;B+fy+3A?m-#2nCH|YdNH24nr~Z>8w`Ku0J?`jdB>Tsv9+c26 zNKXQ#8WxrB`tA2Sdgdk)Jibd=T=;%ug*nG|({gg#5b|SsCp`uV^g|U{0_DUj-r!r; zulLWUVMKG#7}?BYXAtn3i(R4IN3Dj5JoQx}X`e`(-+2^lh@YrtdE+z@VTI*P|1lZO zRB^F(A?dp~G~=^~YvMfm3QX#%HHja#C)GXjeHD=pmtd%naK49t<#*V6dRHXt)Ou%x z*4{sHI|w>#4>YyuJdNAfpy_`>93PX+dH9i{7mAdVgzkAueTFj})`jz#(UY%kpD{69 z*Y?-AHYeJh!miaXzLhX$Zh^%E%`Jc1J>$%EhH8ZvotgG+?*Fju zeqs*PCZ3jxEC(oalPGxEkue*IL}Y12G>oQ%T~jj|MBufje_P=>sFn3x%-QhRN?T!r zJe$6K(y?|S=D@M2T>g$2mzgoJIJv{>64fB!Fl#kR!J z+lwO!>Anvu)hhC>m)_04)875D-yiua3$^hm(U_F0yyl5d^Ng67nbPYjNwug!?Cu9y z_p`B*la%>_+(f)qA#T6hyHhXg-I_2xDipEGwC^LMQ@S%JhiJ3n4BIB4rO+DX zyq} ztfG(9$W_np8LyD;yAx@?8C%)!{kM{JAE6C(V>sLOs!^32KJFwgr9jH0MI-#J#ka&^ zSNcz4N!BY_xcT8e_b|+jia}GHnx7yf3wh+2Z^aKB)8i$H`;kail{7D^I>=zW(*qiu zB}=iO{FeoL5h;^#43No1b={eRvih4!`!PHj3~mEoHS!|-i5)KV;sb3}x*c?Z6UIMo z)$B&u?17}VD%7x@w?_gdrt!G8c!ILfoNn$uPWBbAxmVQ>dB!a9Jz|&2*e@&u2Pn#D@pLu}fsXkE?#$?nyc{#{z$>U9deHVc)!R5DAf&rQ_$-lPblg zl*7W4n_fF}AN6GAA>@ks`{^-*bub+W0$L@{vJJYY1`>q`<>r~7RSm8ydClT7Z_}9ygy8NL+^v8R+#x{W5S-vH!QFzpI|M1*_0Fud_uBjX_q^QJ?!#^E z9-fM-nxn>;V~#O<|Gxh9S?_jDrx1GL4xexenn(E8Ae}&5fQ01ySgdR9^(0-vD-Eeq zzjQ@BXhB`cg!zXb?`-vr&oKgJxPH0`N+@EYZBLt`k&XVkvtaH&^CrUEX8fhbGn8|t zSrBzl%g}G71#N^$j3QjKv?Z$)2E{dCeZC!Vp=|Z-7oF1Rq|x+TA&&KOrYl+I7JX}S zRtlMvMzkom?S#xdM_%7585ygMNS>#QA_1`lXiH3-Yif*{UZiwHhxaHnSs5o6{UYT9 zAI9FJ1WqS|)392we=ybJM%O*rPpT!lbSkk9t~D61;46D6Gr!zIgCCbP`?BEEw8V6R zU+nCW92mcz`k>BC+ zRf(7WC!1|~!@?%~jARDJP5CBpERQPsjYg8-dIw}YqN1sV=ewBqGxmKJku?>T4js2B zVacb@x2(qYrVYUX-=+Hm5{~CoYMFoMf@{}@BOe3QR6HH7R*r`Sv-A@EfK za>I*hUK(5c>V?MlY-QMjh2ou}H+V@G<66?Zxxnon4^|zWBE8KtAc=7>LEh$bJsx{q z+fdt8#>QG*CvI0wsII;8>#Us5bCXn>h%IQJi?&mG>QFEfjhxDd53}hM3XLaqCC`xqm;=1b(l@=lcAwIcR1j$ld(c7!9UPR&YSE~3YSE3ZmO1dcfIo2^ALCfTvc0mqFWVU+trwlsj0-WfSc;oC&QJ(Vmg?%ap zvIO+g(e~Dl&j$Nn#?%{)djDPI@a7XjqKSfRQrs`$6X#2w-&q0Y#x#l=?-^+Qz3#m< z*z7*cWSEy_=hDArdThnSTJ5TljRTiA8_8>wn5yBHN$R!Ur6*WSF1P}Kcm$OX3s63>+ceMWm1g28+;oo` z9f|(&L#sOI{aZ19)2;*l<9_FyX(V0-$b8#glG_=Lu@t@sU7r_^P8zo8j5uU&2;pzu#tJr}JV zE($a`a<0zv`F&k2>789)BH z(5TR`%Lcv zyWex=iK@Mz!eC#~Mqbub4Y$%jl)K2&j61w|u|Bo%Rk2Vxy=>0H9KAbBiDSwPM4NL0`fo z>>et9`h7UI1a^OB{eC&DE$qPon~1Dbe04pUB2xYUAy}90;)3EANeyv^1!k69E$Q#O zx0*(meODghon0R+A9ld|nv@|bVo4cWwA32zQ;!t$_PED($0#K#`1OeQ#qxIZh^Uqr z+QI3MH~6ZwY~RJ27)P3Ro@|^AG~SZBZy~S+F265th30=OiozKEzw?!?b!4&&a2t{L zUAQ4p$x86n`LT3Q;7W{kseG-W0jJ}fR?#e8h;{fuM?!Nd%eEy~d^ZKtcD_2K?DRL2 z(5DuL0B38TZ~o8K4C>tkks2aXC2B0+_(~hE?tQtj3Qi&WgPd0AL0l!**?64=+77nf zUC5(b4?1R=wY<^1-sDk43J9?nLO8eVT0g6`Qu6 zyXw0PGgw^WNVc>TbR;i@o(eLYd!u)NEy9NkbJzAK$$0d~D)HO|Nhu`cM`K4w#L~O5 zn0ePD;U26Cp7lnoa$1cc%gazqW@n1lLo#QLA!DQe9aCA{VV*u3Se_r*7!01tiBezV$zciu-18--$W*>`h>18oGZ*=>r6DkXyb8lq(#Vp2sp zf{`ij7DIAA=0TZQZ8qbomGSG=o}HS$DD8>6&|b9>45}rB!um=Db&sAsImveQZi~8hq#f*QKKep#nsn zU~mq$XORm&*3@r5)rK(D4g&&9hixPeE*3_y&6D`r50s9?qX<}7{dJ-L#`V$6HgZBo zj@pj5b-uY}OW`e{0J85gTo?Qd`YIN(a#+e!{}jWd4G$HNJ-?rL%`zuIVdI>>59^B3 ze?UD|)o-1y#G!N|tG~M&snY14_xqgVJ9_be?MQKpQ4sgMdqK9L+;ZYg_}fNzlH1!B z4w>J14X1vwECK9~YJ1osK;gSNwAzRw&3bf%8jx$?9yuZarCjxSL~X1mEp7uQ6D6u> z_4f2(-9N><$D)EW5Cdm1Qq4nlj}CM*4Qw&4uD3e<>U}vK1{qx&wx^w6?e9JzNQ&(` z8bnm6@nQ;U*`2wGQ7BY=4T{6~^-%@ktG(e-`n|$+#z~zU{qywdYs!Z0Lvdfm-4!_* za%;)=nngthR+oCXqs4sO~{(4yA^L)h3;W>EA zyt!PoU zi8(UxNl;|;t29T5xN=ec3FD`q)~G>iKfSxCU$dm^Q3R`6BTf$oSd=`?{E~!|NKAhK zqPY&;7F$fKE;H?WDywiluvwVnusUK4g1vllUA)i;{bnZa7T!bn^7d%?j^{5*uv^W4X&ceF=4c#bpbwv?Ge_@X%iGRjC@-n~20&RH#ybL5Gs4rts$axR*)o+f-jEA; z;0#)*NaM!5D6O5yE?jB7Gfz6>HrS&1HCu<5+}#p^@HCOvhgHhQ6-ZwvzDX5u;^Ie6 zOTWAGKmC}g!tp$w{kNOHLYjYOeiBX(zgChITqhwxu-5MV;1v<12cGbPWtpF>c-K*0 z47~)+opYZnvt)S;SEzEEJi<~aV%N&)*?4akEK%@SZZ@*aeoSCJYH|4pExOMA z*{-jxS96CD_L|n0m{*6W)!%-vX@PD(6;fMtHprWJt&ju}6~vvkkx(zGtmV9!&iS0< zQ?16gMnA~wys$u^adT0!?)F!(&u9x}XlQnxxv6E3xdo6qTTg>GU9OVz}Udmo!iP(waf zZj%{kt(O8M$L;yE?>*UaJW6aYnG0Xk6$iZbP2pw!H>G&C{J&6&q;TI=p}^LR@rH6% z$2i!kT-Jbj%V2>^XIA)4gEqCmRAGimn~mgZb4PV!A1Ir!x3P5WMls!T{(Yv z&T~Odmjk`EuaildZx=Jbn(vw}%$Nswc>ksX`*^+h;?*CU^?s3&6cq2h=!o)h3z-=< zXYhA*wDfQ!o_#(or!Dy}3Nq%_f1<#O#H%27bc3$@O1*fpo;0@;3Q~V4coTd_=&iIq z_pU#d{rN`qIPb?Y$EQXE)`D7OH4h1dRg)urnA3GU)yn~%dv6|IsQbP-=fWsEA197{ zQFN8}Akx_4?h`&1FnxM6FNcky+;N)8;dO6c%H6=;xY)!R;AH-zi#4RMx_1}BG&j

h(T~|Pb^O7}Z(!6>JjK64%Y)KQHK4*x#Qqo2Pi@%11F(9Kkx9#) zu@jE>>`wxSsT2C&JSJP3N-^+3agap*KQQ|Vs*(90{CoyCUHvaW?)gW9w(QZ7@{eSU zFRJxyXM8kQmJEIfD9HP|?+#lY*8mB`WIOOavde_MgSylO8(LRU{Py}lglL_3`H%dc zT~>Mw|0G#bWLFYR)7pR<4xnr`9G_rBDuy8gNa7?2y0D4d?!US!*xai4mNM`C^g492 zE7*JJf76E6TdJJRl|M#LiLXr87U~`NJT6!WS=7FC1fFBv6lpgQ0%`QgA?%TvoQkEWXpgtJXqR4b8ba0{YyuaADlJVU{PqdA zY<2U5ek239Ag_6T${FKZJ7jq#S4${Mz@P@IuBfPdUj_1(q9;}IpByJXLM9^!^jp`R zyT)O2Y}&Czqxz-S%?_hhGn7QRK;KMYMvv#df$w@Sum!a?fokUqtLon`-ZM%TaziycT(pmyM z_T4ZVfc7$FuA=^v&at7P63M9$ngoPV$8#2?=6{4tQz3vCoQc)rRIz5%fgXU_$0fQ;7NPvo{-SEgQAnS^fmLfH!+QE3`Ut4){v?=Swf>3!t)u*&*>Cz^ zZmS;`kvhVkLW@6U4wlyx%16*=Cx{mIh!6GT1UZm(x9`@piaW*) zg`G+tkp8=mR8Ij-Y2^P=ss4!%{2#IJ9|Hb|ga7|P?E8N-(|^tN{{!hcM{z#j<%##l zNw27@v-3@a`T!tuvAsOd-VHG?vQBmtm>uV2i?t94tv zhy|UC=*I!=s)Vg=nK-Ag{RYZ&{1+=#5?$ZQ`Y?8&fC%}ydDsg9pY@)|^+{D-Cq7Jt zPmtIbK7eS8ivQqrd$bY0!!%fGk8SkD!P9874 z9|OO9c`{L;jMf!G&_Nq1^c9eUY7Pmy8%`D|142)UiqYn~lK~CNo^Uc#e)i$78@C-; zqE+OO;ef^}Y4v-+M7`eLc%n#Mk@*rR$x2WAJ?1F;_;9aKYpo3!xG~F4=P;Hv`T@Qy zlmKOXm+{X32#~<#GA5yGzj8YAd^*v zaH4=yfl4i48i(xh)-4T`BHcP|xzDOu(+TJ%^&Lf+RZAvfTSrDdDiv!GkO4+CfVE&X zru15D?Mg==mIVc%)2{y{Be66ipTd`+zTO|lj0^^Y{Q?7N0S_4%{OG8RwC8YDPUvhh3{YW6R2~=mxu^8u369cZ*D60gi8t`r zQD?7z6Ovj0%x1-!q1PV)JB?($;8RO2JYwSfxVKBO;&=D=uXA+UiCEM|7%*o!6N2a^ zi=3yPN2d_^Yq`cVDKhk(f5P0c#nrss_^FsDXAbR;XJ>Da+IXCAh*6!7*u`4u0cYZ+ zz6^SbY)2Cktj7(+6lIly%EL(oL56q)6MA3*^cnikA88fdKBMhqK=eQ!{caE#f@x`c zg2*V>>AiY4Wtv$1qrnF5IplWP6mQ{Gy^^x1^jNG6*yt7)XwRXa`#jtqddnZj&v#H> zlnshL97p1-tP1xu(Zq@9*B7_gJJ5FqpSEFn**-KXVsSfx5J_41PA|VB3!9zhOA3Fk z?9}WJ<3$PDP30j03vEzi%`QAXJnDOxuj)G8{gxEfus3~Q>It{tb;VkJ3iAETeCXOE zSOJGV-U0#2UB&dd1R(fWmPgTwf~5-WVuuKIFVf+F+jg?wGe2yLKJu@(hX&7 z+&9d-Sv5h>H0HVzIm^HrJgJF6g1(){0N-~ZQXYK?BWxKEOjC`&B1f7NqHfvMZTjH> ze`rTz|5bJe49a`qZWYV>L-RK_o%awYO`+WTA1-jII?vw#0A6l9i7Q>`v6zm$+bx_( zY%ZBos;0f0vjAURlzQLq;r#MIRRa4=$Ds|mHo4~C#9fd)oL&?(;ln@A7whW7t`anl z3r-5ehId_mU=eM_x7=+`87UiL|+&?QEX94SOtY{gC(keA9+?qW5dWn*?ov z9S8b&65nF9n4b;{BWn^-)@8P~+B@`q^oRi8(7_|AiZPF1?nTW7;VuhUprMxtqiPqK zE%$I6jY%G253+E3vi44%Dw272uj5dXhu5WUgFM`?+`t2oJCsS;R@_(cLEhyBSz3Wj zR?)RJcBJmJ%eo$6>)R03Mw(^FD^lRwsEH!H5AQz8wQwHgwe$d&iyHwO>6VI@pXXHv zI8D?Xo?N9G8u0(Mik7`ryq8n1f$KuLpF~ zF1>HY(<{)aS!C=c!tHO{`q>3a?B^aHkBz27=-FQH)z3qE*U%hg-{yv#;Y#& zp}IQZ9Vz*_fbZP?g=9{bciW<(V6l;2zRd9f(^Z?M^QjHwodE2Su6yl6_h}VUE8(6m zAEjib+Y9>%5oK~253n7-sV+>*L$7d^J$sB^rq>@6A-IbaiVgeUVtHS6{F3jY_x`gK z#!LCqPh#^Ny$`)E8^$AB+HVVW?{|6pDmpXB$+7GhBY*5S2EwV3wm}p zshjhm!yIiT28QR9DJSuC zVtLZuTEN9x=+Pg$Y%*RSGGwt3)K*oQ!-YU~olKwe@KvnT^>GETxEqH%7Osl3v~?G3hd%TnlMeos1^ra9x@G zadwyN;^&1!$A`G!9kDA##(sZ2_@YbmX)1InFumY@bzS#vjYwUdr0x{icWv^}^Ux!) z#+mN$MlXb=PCyooV{{2}r^H{{``IOSMAweAaCt7O$CXDG#dkSW4xzm1gNma$iGepft{%4X$Z@~Az zC5P2M`isRO+T87`w#)@Mb2GB@F1Z^1^uK;n!-_}b<$Y0^Zq@PN{Cqn3*ADwt@q-V? ze&Um_7X(VEIN-;tp1i7u>tSyb;kYjmE~tdIT7~m#cwQ6iBJXyaRhPT)c6QQQUV2y8 zPg%j68BFJ%_}pRGxQe;!T7Yjft{JpU(xeB7jD56XcAad znG3Tunk@(MS2LZ6@)qm)o0B;rDJ}Ki=k^fAI^v-U>%N6jwRRy?HSdeRlR77pAbWjF z*Y*Sz9hcW=?5rP?hF+}Z;VN}0w(z!G52|~g3JpI~HYWiqBrIl+nNfCE2LGtje>^Ys z_PhngE|3oSsJ*LbDE_jCM&Ez5W`crRJ@J?z2i+xMb>}UjkAr{f66CQh$~>9CSCMU2 zEkF;ke`xSqB|RPwH%u$>*?ZqbD6oeSvc%`GwrM%f8eeO9?;Fp!P2#GdyxOeN_fUaA zM>)76G@L87^c^BLQFkQ7=KP}g{4spYG}21q12-T`VrW&@Q?<=;5SFpfh{8+(=kTX& z%l^4k@fR#a;*9kP+t>-bwpB(QORRnq7%cDjW`yo{rO*ywAH~XM z)KnyPJGr8aRUtg13O0UXFoDo_zHx4zLk?*%r7Th!TMZ94djk+1*3--cW1HsVaGPul zBXq80?EF_0&PhkJ;zYVoJGSi;Mme`+MaSl3;#l63T%j>B*c6V-z)ruWk=yP^gJCtd z=97Nryp;_9K6+N;PofPdk-aejWz@7tUk3|y&I<+ybS^6TxO2u7dS3ViT378dgW9#6 z58ZwrtI0_7P;*7cB7+U%h6qH9E7 z*Z@w2V`xeJRuYDXm z?w87B2wOc}d_8;J%2!zwNMBC|cEYuQOC$suhV||`3NF6O`e*Cw=g89m6BmNb4NPR* z+t75%>URqYdE{N&@hXOs0uP1vZo_y#+;gDKc1c<`&$_QkLW2w{L=y?%9r8C`hM8vu zC#jyAC};d>@Cr%erH|{h$w$~mudq&A=Cnv+GWO%&1&OX1|ByGv?AXAlCoJWHg!FAm z=&E}rU*y3L*9K`(BLjU}pQ4b{<>O{r*KfkY9%|;T2i}GWM|9sWY>V(BTfU=tZqvtvS+K^5np(L2bFy>6GXBg3V<`?`v7NCocQ*p@WO*_XRGt2$t`5H8EylvOxi9N z&?jH)w~?**N#F6a=gOLH(>Nwzuc{E#yPrdPP2-Jy6OtsnS(@aUBH5^IH9K#$#JdJk88mYi9ns@5(#;e#op3)}w0>?S#-76crJ^xadtAZ}g<+Atw z%ilb1z4{JG!4_EM0+SN277uqj05il*`^`+NPP`e9Et0`}OKfgk4?e|5y&o9R#f zJe^Zf)nhdB9VkA_)0&2 zoz8LxgxcvRJcs_3px6q7unG(GE)`45(Fh{>Vf4xPMHiQmft>B7mebOfS;Xz!%1l6^ zhdGntrvKKvrO%mfzmHu92-`f{(TM{$ZL-?TYPl>r{qSdwWL;%}S zreNveqSnPbN1e)bO-#cpCKPui8*-Gj12{0F>y=L=4_6gCyiB7fU*DmBYC?(mu&cRL z?W+M#xIGOc!q(@4weSL^cISTOTx!qUmT#Bh5p#o0SqO5y-;oYtePiEb@WTZi#RPw} z%Fgu3Q3yaDG@qGeuz3zS&6dv(PH^wes}An$LtL;_6Ywi&3R)ia(=WD;UxQuhq^`Hn z02SWf&%Jx42-AvNsmKUX**DYJ53k1`cjOHcxo`75xi7x1F(;tNmzDh}00r_q{N#PR zRbqV>IL8ksmXT?#@)lBb{NS;;=@K3(`?({QaURjiaDJNod^N5|TQxa13>maE4BdKF z&)=7jH9YN|44QoZgDC!CIQzK-1AZ(^!wt&)N0voXM-VUb+v@1y0naN`cI=PG!q84% zXLH5z@igyh0~2~_vMk#dbCY>0U_FHI%|~g?xNU^p4m6e)m%c~{rUX8}CopLOjw~Ue z25vlXrI|W{*|1J9*^ge!xt`7wX?}UY&C>t4!v@7=r~83XAfhjwtS0d8z3I1yEd9KO zaF)1;qcsEGz!@c2vMeeXOXL0Qcg$iqFTqkb}_A02+SD6>}B4$3Q*1vO2IV#u3sIRDJ z5nc1Qn@z~cixcIswNhI>rt_%IoFi9pGqEA|b>j!u*PP?OGv101d`*cLU!i<=Fzp&7 zOxmz`>}8&Zh!h92j=x#pc5U9WZ|6nB&i=03J)zlk?up%52HK$G%G6XtL;)Kw4i(Tm#9g za9;=QZ6hQz9#)xAk?Tx<<6*W5d z$xX#V`LI;IhBoFp?q${z12Z@?^>apN#QSsis~e|IBM-?({UuqaDWtEW8ORTsjCTr% zuBLErK9TkZOgmTmy16C^9oG&lIf%j?EJJ#Gh$j?%HLc5{kll3JW#$!X+b>{vt5024 z=jkmESBjQ)6SAeJl}WbrH7=`f3rx=?_f#Fneipl4G>rjC+KfaUn$1p&s=nKACqDqM zrO+KAp>UyMl1dyaPaV-KdnBZDQ%L<_?sZH6P`Ov(8b%8l;;JvMtWByDCi(0gv)231YyofPV;)+pzowTqdEMe zP0KdQaQj zCMvgB$D6-TGpmD1`q#P2qwr~ZrYyP77n0K(%^h|N;c&9VFx;z;QhdOw59#1!54#v< zZW)Wm96>=?CQcE5dzuZ2%U+ru`t;U>NsMOJ`3 zbyJNl`S9rI`(J0=b`EFew$)pZdtEK|&OP8Azsu;C14~gJ$)SA*6+<|b!LlN8jEN0i z!=1%DGd{ydHom$hTmj*Zc-Oz!Ib>5PwvXB;pqZq)%{1gvucEbJPHXO;tq@4%K!i-) z;9Q}Splw|&O7_C?Io0n@PSNXXoNayqTkqz9F_XYd+}%~Z5yuOoLk=4R-&2!lv5r*J z&&YYHDgBnnJglrKaCd@I_wvw|p@w4a9C6wYg4VS!SwDNe$hgZ_-G*Q9M!j{H2THS?lWjm& zW1%SVn&EX|WYtR@w^|DlHb0D+nKrgY?S=mE;eM4t%**yVR$fauHY~TUD`O}}yTNO9 zUIgt>-Aj{lwoCNrll%#i_jPoSGh*mntL>7+v7x5vi6aVYHNV@))DaV<@$&S+7hQ`; ztDCB?H%XsQ;guJelx8yLtT%ZljF`|Y_^;|t;WV0s>zBztRi|&#cGqFMb%UlJ?4pxt zMGGsM=g+a6N-;OIn~%hE6zy2f*~>1RsLp>*1cr3<5SzImWBj#d9$$hC^kzacD|tR` z@<(yL*qC)3vOM#2-+;E?l(;#z?;N1>Y|kx1PX`ydQ{Y5%KZWK8Coe}0ZG}%fcShcC z@P`hyISi3|5A}u)xse41n5H$xsGx%u9a9P!!A=2MslhKXt^4V%r?KB~MZB(cqj8!7 zvvg964sC_96Aw07uiI`HJK#lI#7RBGav}{F>Zb_4T)N@+EgO0g3#;6#yT+`v;qp-R z>e4mE>ZamL)zmyFIq{owp!8pF2_NA9{-UZu@s1$!6i;Duz=Jrp;q=nIsuS_Xm4d>h{CkA=jZ+EBqmy&C z!!xlLDMQwN8K)RxYQJ7gh;^}BT@D3fJmo$V3xar4KiRB=W(q_q>l}YbovrH@J;4OK zu`b~bIiS>$*r1497c~t@Eec*%45>RF98y?`lwW2~w9gIm(=rP+5D7Gj_N6e#M zkx=DVBT$p0NF6K3b&@*U(m?A=#g03)Xwz3o(r*`VMe2s1O$zj?FV#)IJyf2?q>e1D zH6jIJdEHHDC$l5F^-Oz>6&H69Ceu>}4SSgI8H>B3MP`g3*of`LUiy)JmGa!s14B_U zPC|L3ne{)VEDem~wq^Q-j0EI(x63DdFyg!JMD%-uzx=q=9Y6nVcr(3K&g{9YcEBQi z{>#D(MYnKvh}9$-O+MRkWTZWxtETHltL+Z%$Qs()YfKZ@JkT1H|2CBU-be(CKq-EX z+{;G{Rf>W3Jo>BHT#7w*W5^LuU~ok(;+wMB6?4=f|GGSA*wUoT)9oefx8j@PDqsaJ z%okRyF$poY9Nd$$9WGLTEpXkw4~;bRlaf1$mnu0kAjleQFTd>RXA zvTv0|nyTp~%_%T1YsNJu7by%DtiYB#q4G-isw^UWXOza;qt&`i!paVCjTV9~oQjF9 zRwIZCtZiiBg3GT}Yl$e{SbN|C);r^;<20#U|9)$hk=c{7LK28I+3>{cxSQv$f3$|! ze&F{*la&&wMP4ec&)Kd#a{&x3+!9IEszlnXpleiL_n}$u zzC6;CMYrqwLUpj_+SBxp%9qMhHP$TPmebTj8JQz7l+AiS4fEP*%4Q-h+qbaLVy0vj zNSy^F*9zL?aS^cZp7^9p-?(69+~4&=QuIc_3wG??;V7=IZ_wwx9QmO$n`2K&5LZ_w zmuI)@6ZdZ1ut)kxtV$wHzSvH{N+YTj1-l!DmFM&Vop8#E&5yz0Z?hf#L^=uOqFbDi zi6Z>&Jo5|m@mk+Dm8Urs1}>=OGbVr8#6s?5+&=$^sC>ihoiUrL1Qv(_?)3V?+1I?q79xKlUbA5lh?ar5cQj;Imgu)a2K*?^*XKC4h*M% z%2+in*I-Tk~pszV4J_Y znQoE8_+Y+XQnwZ&%VL#_jfR*^Yc_sRw;q8{gF?{SURRc4^SF z(!P(NIn*qT_I8iyN=OzO!~|4~ekYBByaMuDUL2y;W`-lUUEgf1JE_Zt`rd?_QOnA> zH!M%`>i^y?ER}01SDK&HU^{NzjMq*38oM}Ebqp`DFi&b-VNL2+n;PW4xDVZ25eh(W zd10DRKo>bC(jIv+{bl(%<88Mr1hO6wS%vr&1TSms{^khl2uKv5|0+6Xzk_>$O0mfx z`>vqIC$H0V9AnUxdFA3Hw`5g5G!$!(n1QSlWfaKrz_)(xl_YbQobpYiD~iZqE7v`8;|_Gg~|R2|BdPR%W8UMmR9lR_|vFSRbH31^c$w3hom`u5zdg^wrs^G z(l3zoqZ#l;a%gZdSK4g*BqFN@Un7z%^{r_%(W_Z_!OmSM4*LWz+6=52UC~7Nd#Whb zjoo1U9Z6I(XnWc@EgQ`jY287yUCB#lx%j=T_j4IKf}4hTD$gOH0d2|kAha4`c-T)G zH5@H7MGvEusv^ssq$p`u<}~wr_Tx7*1l9+@i6eKV=n)@*G5Vz+5nHA7#Vn58;zCi$ zt|E}IbU7)?X_LtG+dgqVjfrZJP*!!?jrB!E zNXtF0tkUh=_q|9;^uIbP+@>#RyegvgQ6p}*V!cG`*+=BxH4EOCxE#FcM}rrd;vpKf zOTM7t8#D)&%)L8X@h-L1kb-%+)GIgX=B;eYtHDoo70I3Iq|-#$50m^$EaAJP@;EoC zY2RhnyQ&4!whgB%`@TJd^+g8P_4Set-VzNn0M80cO%#e%?-HV1&b28I2@fMK}w!a#R@3(_3B+tay(UjQ)Ul0GY%+?nqD48 zS<+@|?sE0P#(l+PR66~6X9u#+!}Sg{YB`JhMV6jCL9~>5|5m9uX9U+;?Bn2|2+uWW zTsHZKhIhk3+^7V>P8GhdNjC|ib=t2oEKG=y-nLtG3~h?@M>p7EBSYv6OzRfFT1(eJB=(4o=LU**=Lu)Th;8`Q*qT9D*HjSL} zAqls_8?!%9*VMDBd1?u*i-l`e^-yE@XJrTwoG*m$e)UO|7Whs9fQm_ezy{*9&|QDn z#5FuW_DRhxp_bY6#RJK|HgF3Ra-%Hwd^#(KKDLSl4Kfkf-B_KP09?Tw&BGerP%&(| zJSi-Dj9XmK>L0yaeFke!9lWfPs_J#fw5uf9&CU+vDJa6R+85ztIsUS#{r*<`cJ}kL z9C-^jT#bHBkCN@gZh2ZrvH;_ud8mgH>3UkSdlrRotl6A~0j7cPycF+(nw;rLr3B=v z#DBHMCfRorm*L9$$K%fI0K|nzesBQTG1mlQFIX#GJ?lJcp z+YyrjhuA;G-((WM)Y4q|Ia~rPyci`K!e!rKaKqL zOMC&X*h-Oaxpe;B^uNc4^e5Ut`dNQN|9=ed|C@t&eEOiT4EfqSlm7(xlM;DC9x>mga literal 0 HcmV?d00001 diff --git a/datastructures/lfucache/lfu_cache.py b/datastructures/lfucache/lfu_cache.py new file mode 100644 index 00000000..0ea5ddc4 --- /dev/null +++ b/datastructures/lfucache/lfu_cache.py @@ -0,0 +1,123 @@ +from collections import defaultdict +from typing import Any, Union, Dict + +from datastructures.linked_lists.doubly_linked_list import DoublyLinkedList +from datastructures.lfucache.lfu_cache_node import LfuCacheNode + + +class LFUCache: + def __init__(self, capacity: int): + """ + Initializes an instance of a LFUCache + @param capacity: Capacity of the cache + @type capacity int + + 1. Dict named node self._lookup for retrieval of all nodes given a key. O(1) time to retrieve a node given a key + 2. Each frequency has a DoublyLinkedList stored in self._frequency where key is the frequency and value is an + object of DoublyLinkedList + 3. minimum frequency through all nodes, this can be maintained in O(1) time, taking advantage of the fact that + the frequency can only increment by 1. use the following 2 rules: + i. Whenever we see the size of the DoublyLinkedList of current min frequency is 0, increment min_frequency + by 1 + ii. Whenever we put in a new (key, value), the min frequency must be 1 (the new node) + """ + self.capacity = capacity + self._current_size = 0 + self._lookup = dict() + self._frequency: Dict[int, DoublyLinkedList] = defaultdict(DoublyLinkedList) + self._minimum_frequency = 0 + + def __update(self, node: LfuCacheNode): + """ + Helper function used in 2 cases: + 1. When get(key) is called + 2. When put(key, value) is called and key exists + + Common point of the 2 cases: + 1. no new node comes in + 2. node is visited one more time -> node.frequency changed -> thus the place of this node will change + + Logic: + 1. Pop node from 'old' DoublyLinkedList with frequency + 2. Append node to 'new' DoublyLinkedList with frequency + 1 + 3. If 'old' DoublyLinkedList has size 0 & self.minimum_frequency is frequency, update self.minimum_frequency + to frequency + 1 + + Complexity Analysis: + Time Complexity: O(1) time + + @param node: Node to update in the Cache + @type node LfuCacheNode + """ + frequency = node.frequency + + # pop the node from the 'old' DoublyLinkedList + self._frequency[frequency].delete_node(node) + + if self._minimum_frequency == frequency and not self._frequency[frequency]: + self._minimum_frequency += 1 + + node.frequency += 1 + frequency = node.frequency + + # add to 'new' DoublyLinkedList with new frequency + self._frequency[frequency].prepend(node) + + def get(self, key: int) -> Union[Any, None]: + """ + Gets an item from the Cache given the key + @param key: Key to use to fetch data from Cache + @return: Data mapped to the key + """ + if key not in self._lookup: + return None + + node = self._lookup[key] + data = node.data + self.__update(node) + return data + + def put(self, key: int, value: Any) -> None: + """ + If key is already present in the self._lookup, we perform same operations as get, except updating the node data + to new value + + Otherwise, below operations are performed: + 1. If cache reaches capacity, pop least frequently used item. + 2 Facts: + a. we maintain self._minimum_frequency, minimum possible frequency in cache + b. All cache with the same frequency are stored as a DoublyLinkedList, with recently used order (Always + append to head). + + Consequence is that the tail of the DoublyLinkedList with self._minimum_frequency is the least recently used + one, pop it. + + 2. Add new node to self._lookup + 3. add new node to DoublyLinkedList with frequency of 1 + 4. reset minimum_frequency to 1 + + @param key: Key to use for lookup + @param value: Value to store in the cache + @return: None + """ + + if self.capacity == 0: + return None + + if key in self._lookup: + node = self._lookup[key] + self.__update(node) + node.data = value + return None + else: + if self._current_size == self.capacity: + node = self._frequency[self._minimum_frequency].pop() + self._lookup.pop(node.key) + self._current_size -= 1 + + node = LfuCacheNode(data=value, key=key) + self._lookup[key] = node + self._frequency[1].append(node) + self._minimum_frequency = 1 + self._current_size += 1 + return None diff --git a/datastructures/lfucache/lfu_cache_node.py b/datastructures/lfucache/lfu_cache_node.py new file mode 100644 index 00000000..2c469b68 --- /dev/null +++ b/datastructures/lfucache/lfu_cache_node.py @@ -0,0 +1,13 @@ +from datastructures.linked_lists.doubly_linked_list.node import DoubleNode + + +class LfuCacheNode(DoubleNode): + def __init__(self, data, key): + super().__init__(data, key=key) + self.frequency = 1 + + +class LfuCacheNodeV2(DoubleNode): + def __init__(self, data, key): + super().__init__(data, key=key) + self.frequency = 0 diff --git a/datastructures/lfucache/lfu_cache_v2.py b/datastructures/lfucache/lfu_cache_v2.py new file mode 100644 index 00000000..5fabab8e --- /dev/null +++ b/datastructures/lfucache/lfu_cache_v2.py @@ -0,0 +1,113 @@ +from collections import defaultdict +from typing import Any, Union, Dict + +from datastructures.linked_lists.doubly_linked_list import DoublyLinkedList +from datastructures.lfucache.lfu_cache_node import LfuCacheNodeV2 + + +class LFUCacheV2: + def __init__(self, capacity: int): + """ + Initializes an instance of a LFUCache + @param capacity: Capacity of the cache + @type capacity int + + 1. Dict named node self._lookup for retrieval of all nodes given a key. O(1) time to retrieve a node given a key + 2. Each frequency has a DoublyLinkedList stored in self._frequency where key is the frequency and value is an + object of DoublyLinkedList + 3. minimum frequency through all nodes, this can be maintained in O(1) time, taking advantage of the fact that + the frequency can only increment by 1. use the following 2 rules: + i. Whenever we see the size of the DoublyLinkedList of current min frequency is 0, increment min_frequency + by 1 + ii. Whenever we put in a new (key, value), the min frequency must be 1 (the new node) + """ + self.capacity = capacity + self._lookup: Dict[Any, LfuCacheNodeV2] = dict() + self._frequency_map: Dict[int, DoublyLinkedList] = defaultdict(DoublyLinkedList) + self._minimum_frequency = 0 + + # Helper function to maintain the order of the keys with respect to the frequency of their use + def promote_key(self, key): + node = self._lookup[key] + + # If the key is new + if node.frequency == 0: + node.frequency += 1 + else: + # Detach the node from its current linked list + empty = self._frequency_map[node.frequency].detach_node(node) + + # If the corresponding linked list becomes empty and current node is LFU + if empty and self._minimum_frequency == node.frequency: + self._minimum_frequency += 1 + + node.frequency += 1 + + # If the incremented frequency doesn't exist + if node.frequency not in self._frequency_map: + self._frequency_map[node.frequency] = DoublyLinkedList() + + # Insert the node at tail + self._frequency_map[node.frequency].insert_at_tail(node) + + def get(self, key: int) -> Union[Any, None]: + """ + Gets an item from the Cache given the key + @param key: Key to use to fetch data from Cache + @return: Data mapped to the key + """ + if key not in self._lookup: + return None + + self.promote_key(key) + + node = self._lookup[key] + data = node.data + # Return the value associated with the key + return data + + def put(self, key: int, value: Any) -> None: + """ + If key is already present in the self._lookup, we perform same operations as get, except updating the node data + to new value + + Otherwise, below operations are performed: + 1. If cache reaches capacity, pop least frequently used item. + 2 Facts: + a. we maintain self._minimum_frequency, minimum possible frequency in cache + b. All cache with the same frequency are stored as a DoublyLinkedList, with recently used order (Always + append to head). + + Consequence is that the tail of the DoublyLinkedList with self._minimum_frequency is the least recently used + one, pop it. + + 2. Add new node to self._lookup + 3. add new node to DoublyLinkedList with frequency of 1 + 4. reset minimum_frequency to 1 + + @param key: Key to use for lookup + @param value: Value to store in the cache + @return: None + """ + + if self.capacity == 0: + return None + + # If the key exists + if key in self._lookup: + # Update it's value + self._lookup[key].data = value + else: + # If the key does not exist + # if the cache has reached its limit + if len(self._lookup) == self.capacity: + node = self._frequency_map[self._minimum_frequency].remove_head_node() + del self._lookup[node.key] + + # Create new node + node = LfuCacheNodeV2(data=value, key=key) + self._lookup[key] = node + self._minimum_frequency = 1 + + self.promote_key(key) + return None diff --git a/tests/datastructures/test_lfu_cache.py b/datastructures/lfucache/test_lfu_cache.py similarity index 94% rename from tests/datastructures/test_lfu_cache.py rename to datastructures/lfucache/test_lfu_cache.py index 485ffe9f..14822200 100644 --- a/tests/datastructures/test_lfu_cache.py +++ b/datastructures/lfucache/test_lfu_cache.py @@ -1,6 +1,6 @@ import unittest -from datastructures.lfucache import LFUCache +from datastructures.lfucache.lfu_cache import LFUCache class LFUCacheTestCases(unittest.TestCase): diff --git a/datastructures/linked_lists/doubly_linked_list/__init__.py b/datastructures/linked_lists/doubly_linked_list/__init__.py index b28737e5..a9dbc0ce 100755 --- a/datastructures/linked_lists/doubly_linked_list/__init__.py +++ b/datastructures/linked_lists/doubly_linked_list/__init__.py @@ -122,6 +122,15 @@ def insert_before_node(self, next_key: Any, data: T): current = current.next + # Inserts a node at the tail of the doubly linked list + def insert_at_tail(self, new_node: DoubleNode): + if self.tail is None: + self.head = self.tail = new_node + else: + self.tail.next = new_node + new_node.previous = self.tail + self.tail = new_node + def pop(self) -> Optional[DoubleNode]: """ Removes the last item from the list and returns it. This performs the operation in O(1) time as we already know @@ -166,6 +175,25 @@ def pop(self) -> Optional[DoubleNode]: # # return the last node # return current + def remove_head_node(self) -> Optional[DoubleNode]: + """ + Removes the head node from the doubly linked list and returns it + """ + if not self.head: + return None + + head_node = self.head + + next_node = self.head.next + self.head = next_node + + if self.head is None: + self.tail = None + else: + self.head.previous = None + + return head_node + def shift(self) -> Optional[Any]: """ Removes value at the front of the doubly linked list. If there is no head node, None is returned. @@ -173,13 +201,13 @@ def shift(self) -> Optional[Any]: """ if self.head: data = self.head.data - new_head_ = self.head.next + new_head = self.head.next # set the previous pointer for the head node to None if one exists. - if new_head_: - new_head_.prev = None + if new_head: + new_head.previous = None - self.head = new_head_ + self.head = new_head return data return None @@ -246,7 +274,7 @@ def delete_node_at_position(self, position: int) -> Union[DoubleNode, None]: # position 0 if position == 0: self.head = current.next - current.next.prev = self.head + current.next.previous = self.head return current while current is not None: @@ -258,16 +286,20 @@ def delete_node_at_position(self, position: int) -> Union[DoubleNode, None]: current.data = current.next.data current.next = current.next.next - current.next.prev = current.previous + current.next.previous = current.previous return self.head def delete_node(self, double_node: DoubleNode): + if self.head is double_node and self.tail is double_node: + self.head = self.tail = None + return + # if it is the first node - if double_node.key == self.head.key: + if double_node.key == self.head.key or self.head is double_node: # if there is a node after the head if self.head.next: next_node = self.head.next - next_node.prev = None + next_node.previous = None self.head = next_node double_node.next = None return @@ -324,11 +356,31 @@ def delete_node_by_key(self, key: Any): # it is possible that this is the tail node, so, the current pointer, may not have a next set, we check if # there is a next and set that node to point to the previous if current.next: - current.next.prev = previous + current.next.previous = previous # set the current pointer to None to complete the deletion current = None return + def detach_node(self, n: DoubleNode) -> bool: + """ + Detaches the given node from the doubly linked list + """ + if self.head == n and self.tail == n: + self.head = self.tail = None + return True + elif self.head == n: + self.head = self.head.next + self.head.previous = None + elif self.tail == n: + self.tail = self.tail.previous + self.tail.next = None + else: + n.previous.next = n.next + n.next.previous = n.previous + + n.previous = n.next = None + return False + def reverse(self) -> Optional[DoubleNode]: """ Order of operations is important here. We set the current node's next pointer to next before setting previous to @@ -348,7 +400,7 @@ def reverse(self) -> Optional[DoubleNode]: while cur: nxt = cur.next cur.next = prev - cur.prev = nxt + cur.previous = nxt prev = cur cur = nxt self.head = prev @@ -424,7 +476,7 @@ def insert_sorted(self, node: DoubleNode, data: int): # less than the previous node value if current.data <= data <= next_node.data: new_node = DoubleNode(data=data, previous=current, next_=next_node) - next_node.prev = new_node + next_node.previous = new_node current.next_node = new_node return node @@ -616,7 +668,7 @@ def move_to_front(self, node: DoubleNode): if self.head: prev = node.previous prev.next = node.next - node.next.prev = prev + node.next.previous = prev node.next = self.head self.head.previous = node else: From 0271ed948cb4447a590cd95d5334929f6cc93ee4 Mon Sep 17 00:00:00 2001 From: github-actions <${GITHUB_ACTOR}@users.noreply.github.com> Date: Tue, 10 Mar 2026 08:21:57 +0000 Subject: [PATCH 2/5] updating DIRECTORY.md --- DIRECTORY.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/DIRECTORY.md b/DIRECTORY.md index 7793f007..8e5cb0d2 100644 --- a/DIRECTORY.md +++ b/DIRECTORY.md @@ -549,6 +549,11 @@ * [Test Hashmap](https://github.com/BrianLusina/PythonSnips/blob/master/datastructures/hashmap/test_hashmap.py) * Hashset * [Test My Hashset](https://github.com/BrianLusina/PythonSnips/blob/master/datastructures/hashset/test_my_hashset.py) + * Lfucache + * [Lfu Cache](https://github.com/BrianLusina/PythonSnips/blob/master/datastructures/lfucache/lfu_cache.py) + * [Lfu Cache Node](https://github.com/BrianLusina/PythonSnips/blob/master/datastructures/lfucache/lfu_cache_node.py) + * [Lfu Cache V2](https://github.com/BrianLusina/PythonSnips/blob/master/datastructures/lfucache/lfu_cache_v2.py) + * [Test Lfu Cache](https://github.com/BrianLusina/PythonSnips/blob/master/datastructures/lfucache/test_lfu_cache.py) * Linked Lists * Circular * [Circular Linked List Utils](https://github.com/BrianLusina/PythonSnips/blob/master/datastructures/linked_lists/circular/circular_linked_list_utils.py) @@ -1154,7 +1159,6 @@ * [Test Flatten Array](https://github.com/BrianLusina/PythonSnips/blob/master/tests/datastructures/test_flatten_array.py) * [Test Is Sorted How](https://github.com/BrianLusina/PythonSnips/blob/master/tests/datastructures/test_is_sorted_how.py) * [Test Length Of Missing Array](https://github.com/BrianLusina/PythonSnips/blob/master/tests/datastructures/test_length_of_missing_array.py) - * [Test Lfu Cache](https://github.com/BrianLusina/PythonSnips/blob/master/tests/datastructures/test_lfu_cache.py) * [Test List Ops](https://github.com/BrianLusina/PythonSnips/blob/master/tests/datastructures/test_list_ops.py) * [Test Manipulate Data](https://github.com/BrianLusina/PythonSnips/blob/master/tests/datastructures/test_manipulate_data.py) * [Test Min Max](https://github.com/BrianLusina/PythonSnips/blob/master/tests/datastructures/test_min_max.py) From d2cc78cdaff13327ef327ac2d3a7c2105258d117 Mon Sep 17 00:00:00 2001 From: Lusina <12752833+BrianLusina@users.noreply.github.com> Date: Tue, 10 Mar 2026 11:33:37 +0300 Subject: [PATCH 3/5] Update datastructures/lfucache/README.md Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> --- datastructures/lfucache/README.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/datastructures/lfucache/README.md b/datastructures/lfucache/README.md index 0224f43f..4f368aa0 100644 --- a/datastructures/lfucache/README.md +++ b/datastructures/lfucache/README.md @@ -64,9 +64,10 @@ After implementing `PromoteKey()`, the LFU cache functions are implemented as fo - `Put`: We check if the key exists in the cache. - If it doesn't, we must add this (key, value) pair to our cache. - Before adding it, we check if the cache has already reached capacity. If it has, we remove the LFU key. To do that, - we remove the head node of the linked list accociated with the frequency equal to `minimum_frequency`. - - If it does, we simply update key with the value. - - At the end of both steps, we adjust the frequency order of the key using `PromoteKey()`. + we remove the head node of the linked list associated with the frequency equal to `minimum_frequency`. + - Then we add the new key. + - If the key already exists, we simply update its value. + - At the end of both cases, we adjust the frequency order of the key using `PromoteKey()`. ![Solution 1](./images/solutions/lfu_cache_solution_1.png) ![Solution 2](./images/solutions/lfu_cache_solution_2.png) From dbf5fa60d3fd35e90c6bd1f134d3801289e4093b Mon Sep 17 00:00:00 2001 From: Lusina <12752833+BrianLusina@users.noreply.github.com> Date: Tue, 10 Mar 2026 11:34:17 +0300 Subject: [PATCH 4/5] Update datastructures/lfucache/lfu_cache.py Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> --- datastructures/lfucache/lfu_cache.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/datastructures/lfucache/lfu_cache.py b/datastructures/lfucache/lfu_cache.py index 0ea5ddc4..ef8f6549 100644 --- a/datastructures/lfucache/lfu_cache.py +++ b/datastructures/lfucache/lfu_cache.py @@ -117,7 +117,7 @@ def put(self, key: int, value: Any) -> None: node = LfuCacheNode(data=value, key=key) self._lookup[key] = node - self._frequency[1].append(node) + self._frequency[1].prepend(node) self._minimum_frequency = 1 self._current_size += 1 return None From ea89805d348f99f0b4a5841e73dbe294c5bac52e Mon Sep 17 00:00:00 2001 From: Lusina <12752833+BrianLusina@users.noreply.github.com> Date: Tue, 10 Mar 2026 11:34:37 +0300 Subject: [PATCH 5/5] Update datastructures/lfucache/lfu_cache_v2.py Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> --- datastructures/lfucache/lfu_cache_v2.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/datastructures/lfucache/lfu_cache_v2.py b/datastructures/lfucache/lfu_cache_v2.py index 5fabab8e..87f4c8fb 100644 --- a/datastructures/lfucache/lfu_cache_v2.py +++ b/datastructures/lfucache/lfu_cache_v2.py @@ -76,18 +76,18 @@ def put(self, key: int, value: Any) -> None: 2 Facts: a. we maintain self._minimum_frequency, minimum possible frequency in cache b. All cache with the same frequency are stored as a DoublyLinkedList, with recently used order (Always - append to head). + insert at tail). - Consequence is that the tail of the DoublyLinkedList with self._minimum_frequency is the least recently used - one, pop it. + Consequence is that the head of the DoublyLinkedList with self._minimum_frequency is the least recently used + one, remove it. 2. Add new node to self._lookup 3. add new node to DoublyLinkedList with frequency of 1 4. reset minimum_frequency to 1 - @param key: Key to use for lookup - @param value: Value to store in the cache - @return: None + `@param` key: Key to use for lookup + `@param` value: Value to store in the cache + `@return`: None """ if self.capacity == 0:

2#V$z=tIXT}%Y_qP4w-T9flm01m$CBm6Hgdtn3p zeH^W^cKc<<%Jcl7J=k>n;T0dUm8u+R<=#L61`~*%tASwR5V+Kh0pt+T&OzBCw2v!}3 zKz+B__j8nfHJ6UdUES!Q3FLql7Cy?mJMNtL0j`JNsOnY;#U>C5gQppE0wao9j-5Ni zxtoPL!wf^zz9W_6?M`FXYth|GP8d4}(+0Ow)fk7!4se9a{iYBPaA+2}xt!PB(jQw{ zg?@fZP#aA36-l?VXS3`t95>2KAG{;1_Nw^YcchTyIBAS0d#dk`M1_f_e7M9pTz3YQ zZ1DR5!X&$HQXJdjsv(+k_ZNuJ`Pp$*oVN>8!@g5r=*;-IEBNqF1AE(pkzjd&9>N#mRVUNcGmvz~A=6e|$VQTTr*YzS{|1$pA9j1^1%ilG0 zDP%anli-hr3nd75M>3UA`7O@Z#wCoD3AH$7H6x&so z$S;SN%UF{0&wSay1A(k1(4Wv44?Mi1bhKg6c@zkME=;8yJi6LEyCuukuxX76CFuJQ ze@F66!qlu(eg0p1{yc^qe9GIqDD_*}S4qL@aNL>Xncki`1t-V@A3l@g7gy2)xxY#5 z+q!Mklj~{+06o4~p-ish7jg}EP|`no`i-4`t0gg$tPPto*O$+Y{1>JCJubrgu$1Kz zsx)K+>i}oHBE;2&4EWMa7h<|tvwr5Wz)N`*Du8QMHXCwn{qNb{kWL{uq$Xk}9L_|^ z->?7gS$+`%XZclEIydyc&qB!u42|;p*9zbNeN8hVKxAeXsUVkT0V-yte%Z$AEzXLxOwb6#oBu!Eqy{ zFMw~%I`8YfjBj`Q>+@+xYtoymsO;wt8ybv9Pm#PYFkY{ZtKF|Jx9uO5p~e~*AOTD> zcQ&JT@NDkOrmvh zCI4?|`F;_}veY!)uDAs;j&U&-y_yvK!~{y~v2+E59#?WnfPkVK)czFXpBzm=R}6GG zBLdzq_hHn+JuW(qe+;t#_nUQ~3#^>&BrMFj2Sddlu%oh139$xDM*@G%X=_Y5uLod( zdyK*eJGMXHz|)oG?E%`3xym^$C#|B)@QWv4q*mB0=Bi09JIR90j>la%W~Hdo9Q(P# z14HNz|Gj<1_&(LiGb1dE)LeIKey{{-ua_CGieE5U0Yk0*$^r6J|Hj>PjqZ-xw)0-x z_4-v$iH%$t7=vLN6C%WbkRG9no0~-|=p-zXB#2xSz&@*N8BT(_>T43<|DFtXZ~*WjD|2uK1`<=&1D_+Qid~YZ#SI9e)OhPY$1{cfy$N_~|Wk&u2BP$Outz_+FxZOkomwJyq%JnZyW( z8O%B;)4rxGskk=ABkO z;8nC;@_JXzDq7))r6w=?2)#5jLcbP$0v&Y$_b(&4ud0tgV_rX$2F{=4ScK4{HVR7x zyR_@1`LujpS<^;HDuW?-OK}s_d{mt>N8olOhY~0^B%0E-_rc%h^HIZQgxE*_tSNiv zghU-Q=YwE6Ih>$sI0#KuhZ!aKuIXGq44$VmK}3-i|IPl>>`>atN@9=cLqTM2#R{wT z=K>9>kazD`Tg1NdD>}C3y92J)l3f}tZYPZe(gbP^TJGmPIJY3LdkHY=Edzng=VL3c zDYJ#p$6P8j5f9;yr6UbC^L~CRrnc9!L#qhE^nH>+ z#01kuJK$%AN!z%E*6MKlYtB?tPxe>Y4+=>epQaevuM2VUR~*3m_)vs3E9TUUe{TH& z%ytU&ro3`xG#?7+ip5@IX5JxkxZhcOSYlh%P6)rh&-~nSvtZ_$anUd0AGoaRhj>L` zA?Ov0Ts@pYmxq(iqqon%V%fBx-}N@u%<_Lp%)dpA9b9yMkQ^H(Df98Py}fdXw)ul4 z@Em{-6a8k4ER9nQ&IfWE?ogL^OQOIuKUK9;2Vrg3Qqx6b+xvV#~ z1Jf%YURhnt&w9yrh{n#ZuL0H|@8Dfml8N)+%|*#E1BMy& zH2)TaP~xuK;~t>mDcZVXA6lcxaIe-6lr9ood{fU006H6od&1{YTTyHwMDiGmzz5a5K93=Uy{$b>n~c_Ww~+h)e;eGM=`o$g8Fj&L3&(<#h@_bA6Q zs?%iHtQTNe2k=9n_7Ty^r43uq-AVa?YLMv%Db0^uY8O)Z-mN9+ucp`$ zJP&)H&_*jS2C1NVMzrK3n-f$Iv796# zsyv7RX#Ph3h&*Z)DkK}c1wSdPe0cM*4ci=p)O`J8x;{KR{~2Wsn*PbUlZJxhiJ^eW z```PHd*l2d;Hm@+9q-RFM>_ZwVK*`je~tmkGgDSIijFtC%$)G67GjqiTeNy)wGQuQ=> zuD2HDC{LJMpB)&5B!8Il5HhMiZ&AN|)wcJC@{(9$(KS3be1w&*lfF|@5HP8N10LN_ z@y(50wOzVmb8Epa#2a0rq2)nIKVu@cQgFSoBbsp-no)IvfXltkJRkzTPLs0DZpwU4!gaTnJ1xx+>)a=)WuCMkJqL`_ zCTexlEQaxH`-#@0MF=JyUv}S;+<#dp8OrCfFS4AFxS`|ij4|5^Gh?xd?aP#vAA_y; zu1RDLy5+FTeCgP3*w}kHN|e1={HtJLvkCTMV~}|51=(@(_l&Yj zOvWabB^59&yDH6=%?;3+icnI0OPAvOY!{)Z?46}VVx70la7!<&^+-?+Nu(xop0hx0 zcLJLV##ib!qNMY|FBD@UfW~WIbzapt-fgcThQKf%e_(E5l!YOgwmh$M!d|%y4=_TV zZkUb_mv&lqNX)muw&Oag?2aKFZ>=+~lcRA_?S*}qzVedryGZ3>ooLLMaT*j|@cTbu zqCxUWF05+d!VQotu=9D3S;+R>(vYOpb%ZKk?#zx0i#JJ~;IX-VW6L-?1d14oX*AcD ze=Ktu8c$NvFH%Wj*YeCSg{P^NO$$pmFp|KoqI(2XPA?8z$#M60Q{cBvGozW(2|QVpllUhfyHG2*)|01M zZ)u>TrNc7uWe@#Wdvz&4=W^e3uG=v#NS!zyIjpZ3tRo(zLi%&tDAwQ4WlTS;L8sJ{ z`fyiHnQP$_72#xmiIw(4-boGhsw$*k%1pXGlw{3^Dedcrv#JZDYX!F*k^gI%6OJ!U zQ1L&23s`qUcVC z{#?)hBx86!l!BS&X77@8L!4Yl_`^mReBd7f!VAGQ498_&4>ARV1AGF>uNZ8^QVgL& zTPjOJw5EDVO9^$a-(BiY#g6X_p-DW~z-S$?uDaJGl+2Y{BibO(HLOJm?d>w~jLgvL z9cj}i_N$p}FL#?l-1$LYmn&ym?iux|N>?=ToOM9_KUKYTR8&#hH;gpWARR+@3?a=R z(o)hXFbqQoNFzf^ch?}@Ees_fAQD4&W6~ukFbER*9q;u%-*Z3n=d77^)>-G;`|Rsi z*Ft-0F5}1KXC4hmNmE<WHj@x}v0u!ddW zzvdyKaqM5~z@OXs#+X_iUC@Gx+u1?CHqS_!P}smrTEOPvs%FH6{JDbpZO+aH^w+ez ze>9aYhHp&ARLY-pmY23RX0xi_qEhd}6ndS3L{3u)C=hATz5E`q^tRi`RTqZ__J<1c z41f{nT`8%mhqTZeQz1nMp43(x^xm3NaiPLUDZ%B?&I|7*2ybwwp_#EQ_#+ zGJI<5nt~*6O>;V7#?g3}T2JZleOpFXqX1J$MFm zLUJAUdjgf4S3VjgC@D4vTQ$v^LPon z%NvquGdZ%1!C%kAJ7i1=`jEese+d=hufz~tus2E0(e^Y?MH=1~&mLuMOp?Y0AC(IEOZoJ+g7PW}9E3<=i{j;t2* z0+vtONLNr(rsL#}S+x+%7;kZn2_EEAGcy)-__0M?pVK7cG~p`v<>lv>1O*%plot}! z)SAah4f;=08z5*OG}-*e&KI=r=Q&{%Ngt%A%q9AY0uO5~k5#UFd>h|rup%5N&YkX& z!%kyy?s7USbe|>fi?$`UbKe!XTD7BoN!JSdJ>(GjmBKFwvLBKdceOf#CCSb=s9Hu7 zC`fTGuc(Xc(B$?$7nEZ)l1e#469`&olPw)nQ-8T z9dd8ktd`iXLuxvIFdksOXKIAqryD~NK5RLb^aN3n`%U16NsEKNhI@u#-_$^xPOI<> z&TBI0rq_5-LXd@zn?U|{hCkIp^z)$CFL}?wQU%9~NZhQ<k9B9k-h)b4doK{Pin>y`{b>+_aRCAV+-Q>X0RhReVAigbca)wIn%e zgs-K{b^o=}458C6(Vd;9jh`2KMMIe%EJ_rHhFSTP&VaI6rRNse;T4gRfInTXjnu&~ zru6VDc>%}a9xiLsJb1IKjGNcvETd1khq4{!zz<9VS^gS$gevUuW}2PR-&B~IrJSi1 zC=9+3xNMFePxpSj4fWSS@TB0~9|-0?{T|iv(QAa|!Vt-?t76j`sCx_8Czo1W@}uSb zp<|KWR`SHu_7+?kgA<25q6|~1-V?-6K1TZ7q_f^pwFIN2iBFR}#m5fY*AyRqLJhk@ z2{nFCRtdX|PjH^c7FuwQJ4KONXvYRE<{jaX$vldT<0@bFNp#Y1!;2&hi4Sm$Z8ry% zi{>RmUB8C>S{un|@RJOVLg}64f8Na0lhgVUFaOCB`IHQrMtmkN6c>pnOm}&847A73 zTXUTJ$w`v<@;Bmz;lzXKr-CGj_?6^d`plvG?Q285+Zo!Jbu5T9yOfxnV*@MqAAVdl#_Z^jhDw zKbp7oy_Sy6WZeq?O*)>BQyYuiTsT#s9~T5Y2%M4yYW~Y>^;;(?6oO35lt@2+A?$pY zaF=3WE@qJ!+x0{ji05vaIM6@6h587(%-XmlxIcyQzV2br$SOPs+H^@4wWjD=;W#T7 zVJ4T4GrOn&>(it*uz^rLp=iGCQ?PeX0$n4buuak>sj0x$Q8#49KjLXS}@Za6VRFId&S|05R(Y@k0w z^!Y>98H56RmX*j^rl^B3btWyf-SR6*^?`BW&^^C1HhYx#d0Et0BvG}^Eg|_9Idz&^ z)<%|*-dy)Ou_~7^V^;jUO~K}x_5zTZ?T2Wg`olBMp{?Ev7c0A+>rgVrnk z9(k9*9*pYqnu9eBq8%P`L2^+^PwlPg33?4eg}q^p6BA;zF&gn9ZGA}d-Dl51(m-9? zNV@@e?Yl>L0kV{)3K<6yu*X8r#?j|Oj@kaLdmOT}bWBiwI$Viq+~SLJ5tlMO41Atq ztPHYS9`8E%gi9fCs#l0=%)^@ry$t!3a3SW!UcX@nDFH(4>5}egQsoEQUu}!ke|xlc zH77l^)UX^)jx1G)Jq$76o<$9h5O1gsJfqMur4l`gO!*zrETz;>;X_J|ojuVopjqHE zEvscCQ(97(q*eW6!1@&o)$x#-P~~Pmm2DkT-`l9~Tv8im8ph;v+G@Y|D_lJ+oS%+v zma%8`$}SX-GYXet8Ul3do9ucF#=DOW31KEl7E_E(ujdxu8^YwtCJ;7CyIYZvDf-yW zfAvN!GS%QX70!{q7z+JCkb<%LVg!aE9!S)ejnul#7W3)X$_^my(RDleptmm#xbNc6 zHrS%Q?r|2Yxj1I`1SmZ&i^x2Ri$2xswhLR(m8QAA{L!?6ZrGiwZ4s~h!Ldmdi&Fde zfzQb4nkIswD3T#$eT>ps2Unn_HQ^1dcC%s0Y@?O*5|P@Ek1yWo=9-V{^EAnHS?-->EV$-5FW&KKYls`{=2##dhbdXO!8Ga* zU*YxbPr17{l2q9c8ZrLs<-tIh;i0%-=a$SPB=IwQ9{RxURdRTI%nnmt1I{U%@BL)Y zXNmR37!meqi?cyt7ai9(T~#*YEB+K7CUw;OqOaL>+IL&W1?m?qXj8U6B7nwwDVu+# z!sU&{v8+bktEFCkIBcxomJQmE8THA@uWd@NEnW4K)yVndV&wepxI??Fxo4t<)~~EM zS0yQ$T3KMA;X$C7p99?sLlM=rv2+t^A*X)*PIJpn{{4UvenrM!W24WtmXO*no+n0RT zGEXOD_;a^+82LE6$Al_d9i9ZPwp5Ciit2Q!4H&n%3oHFLCplAw=57E$vfeb)ma5IJ zoc}hCN}*?3Y}fvdf=6&ktb*eta<<#gHR9lEC9~kY-^w#HcbvCCj4|P0#hp2%!uzrG z?Qu`2j#B@f7>qvQ=J^+9J(l^bhXgHA)2myBQ4-|VI!$lC1a?~&rWE^4eHyvJFAD)5 znbm%~K?FH;s>=!~Butg+CKT_)@R)0PeM`@V@AQ{%S z89HSoKLOlNU<@M zBX(Vd^;J`Dlj)LERQQ$}Q*|woGeePBH~Z#t zvHLv_=AfI9fC@#2aE2%X;X|N{;0$tHVXmdVIx`3_dLVkmt`g&XlaR$rM>nXbH!+=v zh_Y9~HE&MGjfok{3MDWaPb73CuOj*kPOr1f=o%4<;d@i9N$?!;F=9?bzaBv6^IXn0 z_c-x6j#bEHRc+0KAH*%PLr2#<@fjrC1JM?ucIy#SX4E`7vz#FI9=BG$6PS!n+|lE! zp3vw1esgq^R0nZIXGv`VG1J0Hav|v;QQmV__0J4@>HsX=_ToOumEJ#{_K;hyCb-$+ zZ=2VPyR1iE7Om@J^U0}hnqwSC9%8H(?)fx;{D|q-S@PiQR~-WJKHCFXl6cLS3za?~ zkiMIfNnJ8=^YjBVrG$S}s@Ft<$K}46*q2FCgu~U2V(O2*XyN5l2J)6CG`yJwxvvK^ zU)53{Suy{{Dg;8V4%N;}hs|}iauRHg47obxzQ#pC+^KiR zb_L!lJqtXjlp|P};d@U+@SNt&keUK-Mda&D+ChO(o0Ed)$5ZKD$W&s?B7!$EJChTv zNP+Ci&`C==!_KVy+8;%HIy{Ue9nUuZxIzpFzcbQec~@d^lCx7GXYm1dZ2ql(sEs3n zN0t78=0ZSxrj(&kAAMdMe2k}|ec7@bl?eVdplnH89*G-6#8j)(wG)Bbam{Ga&(S6Q zW!PjC&LN$U%|IkH^kM>-8Ou8<%C)ERgw+Qx3UJ|-YQ5`W7kRfTs ztft3tboc}8sx%@(Yvd$hzM5u4`t?{wg*{p3M0-1enKwBIMd!dgGd-3lXJL_M_f+a; z^;NAsHtn5FVg{n(4+Rx5{gVnW^&W~*oX3WQKBC>>_YQC-$v~!VzN6Q9QTG&ps2_{) zeNnfzO*}LYIad)yJ$BEK!`vVRQo=_hwdyjEU9)*h4}!hZEb~ZPv3C>w6Ev)Y}9_U3QfSiRr9c zsc=w4(ZAmA1^OI<&OzryRFBr*S&u1#2<#pQBZ;Mg8P6%IJ@$gR&I^DEXAT9N+&I*b z0s6lfhVmz9*V^XcYcWtq*>d^Ty;_*U%HGt5DcVp&%J3BO>L7c^_jB8je5`Eo?|gFh z8}soeiN90H1;Lx;*vi_qvJnVP-@b>kNNIzm*~`L8TfH!Q8*%78(7WKMg)sVZQne0m zbixA|Nok}(t?be+7See=v2VnhC|sDnnrJuQ>&G^sqztw=%0zX4v833EOS`@9ZNzjw zB~un5uWjNrNeF|*bJWOKdeDBnR;6SEH~{#H4U=sDm@XaT@ObX${tIOecil5~h)byk zK`G1yZdb0^wNoY{9`0hv%>Uj!U@ofq&zRi`ct1q>tZdd5qhH!1eomrTVy;A^C}WYZ zX~0t{rc6g1@<`JrSWB@stie_=vot6E#!fecEw6_fjubvUj<`1dU)R@t@9WZ0PO|$}HQMa=S}563GYwI) z=n$)P+qua(G1iP0xA$iALM*?wlfr(H+^HZ+ovIk$W`c7pZLlpN79mM(HTjh@2oxkL zlreCemQ{yD6deN{^0`*Ht~^7PhTs*djAzr(^}fJpZCw?#dg0rDH&;k$D+I4zC-n_m ze+XG0@V&Rd)G$jN)zCK(ckpnelXUH=VT1d^ohmi|IeEio;A&U$%UzD~2$8_o&hP1i zrlY&&?S|0=K6y*2sEL_%p+bVyVRt)vs+5lAv->y=du_s5tW7{|+18?1Vs{jpKoW0O z3)C4HTKA77{*>7J$Q-)|VaK_`5(A_N5-3!>N>A*Dc|_5qQGKG92Qw}ltjN^@J`jjV zegBsBNTWjStAvibh~A#T_x0=UN~p%ipY$WTM-35)ls<*M^2bFi2;Sk}t5>pruC^X( zqGV}$pMg8P!+UFfaj*P3+3lLj?-^;ZwPLv4CzQm+PCooFj!|$YGL-Y)f#4Nj(4F(H{Ig&X|Enp6XDc ztO)b4Vtj|{qI?SZ)m~@eG<}j&Q6)MGRrCU6`l6q!zSvCMMmu`ya0J6|%IOT6HsJrj zTz2rBHh*y8V)7l2t!MHL78D^3{+rDhhB(;0;55~Js!OGAzJyL_*R@$+*n<3EyJorm zY~h33Nt18HurSn$i0{}eER@#JNtHve3X_Mc!%eMN3v6Hj>gQZbSb`lrP6|qrh_Ew7 zc_ltKFye$%%>8xhVyen(Y4H+D^m_3eJ|jpjK%1)g3wemhf30t0{{9DmOfUQsfh@!n zkNE#bilD{zN>3@td-?toBR;lwCs51NZ}9*1r*-Xu)}A6+VKzzlQes`5j&-c33$y}dJ{dZOAED1Wogr!0^Re+te9@)Z?KPz2kHm1C{51u2%gqCPncW+_UkttRd-rvA>!sz- z<})wVCIgZ-Uit4^P7B^eE1+@ROqMQ9o>$$uzgOc;FhQXUy;l(;$4NJ#UU zpAUxeGAZMevsy1EJuzxfz%Q8cod_pjHBXcsCRB8kvt)!O5ISL7Og{4&#)e&ht6Vak z?cdX&wNQQEkHW*nq57z+6C3N*@6VP0Q-FIdy?)nk=%b0Sk$84hCS4KTn`9H49(80) z%Z-H|gOGJd%Ed5evP2ToZV=-&-fQ5d8U-Ee!7DjxZfzT8M5w4FMJK+Km&5b@zS-vE ze6$tY5|E4`98*UbDW|-(#(<*9`wE=9K*H*{K=o(sONn3!yXhPk=lP(p^Ax}MwQE5ogc!gwLw;9C2mj9khn zu9&8PB-xKEJ;Tb^)Y?&-u6?0%Qv>CO*U>R;*zf9w3AJch_4vw>M{{SeJ#rU1oRuWL zOnmv`T5=ru)Kwa-UgY*USI5u}gOU^-@{Lh}Bdz~pzPIu>WgB%d9)D4YBUCwfzEpTp zQ_-u2mkNFoiRTX6*^$)|@@hQpB%tg-I?Qn)9+tY!qx>svyh2(IJx(_{<&9jZ-TqWo zMrKi4WmxD4xQ|NwoZ%F!E)R*=!)V!fE*eaJTZ|uYq#TG_V`3qXVd`|;(Z^0=s<_N5 z4ge>Cg%-yu+P>K>3&g3gZi+~st3)`hD)K0tqJq>mq`q0JdHyntB=?EWSCbd0v0C)pN`t-IHjx3^m}n$p;&$w?*Yq^ z(wt$ST~4usPn)ED8+L$WYmd9Leo5%1+Y~n-JIpAW809=-Nne?1&}oy`a~c}T4HQ)+ zUpjp9yM|b`C|J^=UCAd2G14l_`8jrerNUy&S~noh7m34AOc5gV*=(Q5;#|T%2qhFg z0^!vtSz}|%RJVv~@`RdZHm@SL*4;?P=QC_zxujMvfgy!`G1){9PsNhRp__!|wf=u) zMoySCf@>#KE4>I~Q-e6&w$qDsD4u7gyJ`~$1&Xs#2L*l_*=6o4ZH>Eaw&0y6T(n_E zz?}4ZsA_*Wqp6aVl1Pp<~gCWZG3G{mLcZE8Xm`Z^SA#xBfN#4z3S^=sEa1vmx)e}r(bMm-QEhwH&e7WYga9QDWU&-_>>WbhMyc;?zMV5lBWx<^>Nzx-Y%B6jWe zL411(9h3|MxmzU6Up!N`&m9vxaXszYQTf~ud=_4Q8r3!XYa^m7vO_#552&V&p%cEH z_CKPAj=G|EPClHM#|2*6?<)!?ZFqN@`;-}ei#b)q2ghqzZhLgp{hJ^d3l2<``#Cut zrD*<>n{4E&*AC86+|woWgC+gM>7XTnGEA6YBOq*+Y%x(b<800;3cAu2+riH4pPA>u z{)IfM9I~tra8vqAPH%X0z3S4om2I+EJ}!Q9H+Bm}cZf-OOvTjIjG9aSvnkQu-yZWl8i$&^{9d1w0h)n!FoLK^i}X`+ z7g7P?t=u0br$TYJast2Cj( zqeKywT=4}_e)5o8VCJBS8$bEwz7PGEy=Zq)C6a0h5pahtJsNM4c<+`l(ctCu!N)WJ zpTqgH7^x6IWTkMOrkR8(&yd2W3qr)}HC4e#h}8QI>e1ha^mrvpZkGtiH>I+#!rVuKU;Cwjx5DIeWnh>MO6keZ*T zpzU!#Nld5#O}3FgxRgIDZM5TK^O`7-2?RT4lS{4(NU;`6$6U!cOg}g%tdb7C`WYp* z$TVlGAiXX-OW%VSJ_ja&*lYoH{>j0u~HD) zEUB1dVy-^i$QGJ4W%vF!#F4)eFfG>2zQ9YP3mZKvd@%!WnTLlaX>C2HdRt5%h<4`# zo>@Edo{%;fqvU9rY4DKQy8xW|v-B1JkM3r?q@Iud5?^K^9l|GBoC^B^k;X_$yjYN@ z9Rsqm9N4|K2>OJ&P~j>(d>0^nIUyEDhEkE}Xt2<8EXJD{4!qeNyHN_s+-rd055 z3cH8Y``MGu1T~s+dZ;sFe(C_pfnjb>MTBOA?*Z9oSFY*m0FIT^&~k<)I<5MY-kvGN{c2Xv{(I{laSG2DYb@o~vj}t!_E7ScIZ3b# z@=7);5qD|ygS+e=Z3BLVgyES4L6TUJg)LUvvO5D^J6Y!PAL_$^kQ$t7*8>{RtqL$R zqRXdM`Z3Dfv1q7$07J|X{BEu(Pl(9ZMR$PhzzJ zADHA(HV>`(I;*6!*S<=hk!t04CkT4{TD|hF__sO4aM4{5|EEFez`?6v87}y^e5q~O zo@-z;ZOTrtb@}}TlWLusp{yI5(bp4aUnp~4a%?Ygw>`b_$9$<|mds`6jVlUe}*4r>q0J#FgItt(%OR$RM}rRwLsgztGwfbh zxPI~9kGzVNw!b~4B&-Bzq0Ms5>nw|CG0iZ~)6(H8L7O%=p$esQ$_xz-=)A_M%oH)x z*J4_Q&CY$rfszs{dZTW|#0!D}boUAPC~XI};&lzkZ^m!u9YE^A{o*g6j#beO);aj+ zEFcAQs{P%|1HQ;_^rhf~!qCVGAo;?K5>V)f z453vm;Iro#+uF;=ay`#JTIXD*G+KZ{MepWTtA{yiO?02Wy^<3rh$2%a3$xpk#0O z?XsmSfB8LXYW>^qqr1_Qs(jt%V=**5+M6gV`dxf`31TYEGd6`CyUoX&h6$$TP`qp* zD!rUv&+&LeD&+soMAXz)4Jlpr5vc+BshvIgot|X!WVku9RILs#GsYOFmJCEx=8>=Y zW&ZaP0WomT5^j1hDpmUewTk2{Li~|WTvREaFA(oarN0Dh0X&a1E>fsD;`ifqd&8gh z7y7y3x#FUn^U8HlckHbMNh3^iTiE(Un3TykR%_j$w_jT-FovdEP1JmSH{gB3QG*0)R*RgM@(xPPRuE%kKVE6N#F~ILWK7)KJ+HLIHpLufP`dr)95sGqF(KE z;iLhA#L={C6^V-mr?)9xiM`EzE#U?kF`_w!!7>yAG5e)H*gp6nf>PXO-+R+c`Y^pc zFIBnkgbJ&kotI7{%fHV3-REpb5fg1eoCEym!b@zPX}1*qKeb zHw`QQz5|Czq4+=vFSn@H(y?-EV$gp67@KGb!Eg-wn=VmNcExeF`IeGQjq6`Yp8J<2 zmqUt0=_#6~4;ADb0Ck?uSrT~v7M>nVQ=dXVGkXtM-gNv%jori8k^p8eS3 z8MR~0bKwi_RVP>+pGYoGg;-u_$j%I=I1Na;GQc@DTG&KMgfnd%ZfORw6-9mDCe3zH zjiuU@T{<6!zj5mBp(VHzU#AV>*Q6&H=67wSo0_;Gb$52|O&e!-h$-ECxll}ggCmz;%c;uO7-yq_{Ltnv1=k}Xq5BQv zXI?EXF+muD6e)ip@*_Hha@*M|mpW0_3hFJAqV3FB?u%-Lm^?7#plsg{^{1bngFF;d zZ4N3tb)D&-nb(L-zlp)Se%BE$x@^Ji`=ysNlWoR%YG?S`NcV9;kEdnrRf=V2TEMScy$7&zuD-Vc9w%O@rSI@ z_@G@*up>2f_u5m`WkhzoC&I_#i+qHPm(rFT&p57nm2JTbf`Kxa_FW_BDF`#oe*FqM z`33j7+Q6o`?uYeMA6`Den8flky_p%)n5$9xmKL-|e$y;`DkydM;HnFN-6_8bzEjrf zOEO_sEaao^6oM`V&WXvmd27ZxoqdD9=E3jWk3DoK3{_{Ik7O6f)zq(`&ijzJU#rh= zzi=<#q$>NYxn95f;zNX7b9xE=sdsq1I2Dl*kCDTSplps2u-K)#Di*4g;1>)7sI_wA z&+`Xfq~}9CF$`MY9)rqtVP$$*sk*E^z5#hFv6}MrDd>hX?{boka1;cQm0$#{=ZUt~ zUhDIDk!4VgC}_bVNxIX1m@82;bLxr3sZfumXttQEPLEI%M$Cg`4vp}8Ql0KM#he%Y zvQ{=SfFryin+vu&zsc-KBS@~UFcBnbj_i!(uD+@CZTFG`gbk_P731w z<7=k|K?lH(#Yb|YnrKj8fz&D{SOj5s*~NJU_L zE8c~8Jj#XaWH^eS*I+x@W9i8H!S<45Qr_PhGY(Q_tq0q#dFC$PwwEw8yPozEB8#9* zQBL)wr$+Lmg-)^ub5%m3V=)=t5kd6-E9mpYWqbe_O-!V$>=LImgSqRcbYXfZy!a7j zj9*o@CXQ9zYPzdHRN>?Ayg3|6;jrpAh6Ah8ezerqTE=Ui8~sU7DR`;^GH!MXM&B$p zZ^SSyx7b?gDG(15;B?5M*b{vS#OfVVfp_Zv-fO=vAo_Ep!C6E}(@u-sCi!3y!amz; zi>?`C4aT3kBdZi1TgJ}0_=|Z@a*`~;2$?-JP?rq!z}pzbV6o^aKd+1wEx%&K`Kq9@ z1_F)@G6RY6R1dEv-z*{RL~22Z{KfRntaMUZ`^Qx|+YHe+-VBgK?heO?AyRMc0vJcI z=u2rcMTn}h3Xj^N^1Z2Yq@WrCaFjSlV`b6sPaa57D%e?9vG9Mzmi?4SC?O%tn3jmT zs)HG&C@@*HPC3-s7GN}gwd%ku<%TRu9H9e{kAXWU1FTv?Qz(RD^13pKhfv>3qj86L@7zrF94_w{ml@ zlxe{OJENa~x2U~BJayoE44@P@D<+C$>VJfsoNPu&dyNnnfX)a&x0amj1kzv?(DJ8m zRSO@Mgz7;510X7K)qbJotR7dS#R24PPr` zbsoePkR&gSyaXIw5dm0pa`w(FyGC54j0(T%MOZZkfS}+(z&up7^FdT{;>3c>@F~0> zp!{7MasHJ501hDyC1Z+bhx3(*Hli(~9O2|Rhq8@ByNx!zfzg1^=3$x$r27hp*-!Wo5dZJy@C2FI)rw4>Qzho1 zRBsBNqOf^$?KpN=_e>7^xE{JJum(2jBh z6ZJ*pEGQf9mCd*nU#VXVX&-mLE{)<=EJ`eP6Ui20dG`imKE~5wUPb~zMdKYZNNi;1 z3=aOkki`EK7*JWpTo!!!uA)W-N{hu8Q_g!svm&WSq zy4Y`#zaTor42a7!b<7WmD{QRtljD$}Dqdt5=X4^-28quB>Nhz3`#@(YJT)YN zgpSVvavBqte)lhcGPgXxJHRoCb>0@~d?zNt}U77M#tEEMXibj|kI@xu)tMn1ctJ}D5asaAGCUwFMDw`mn9?=BQbgGXVna1M= zQ%Nlms%ydpEW>|;sS1Kj_qMBw|IhZ&PbgXU&SYUrXxFTO+r8qA`+6JYAKv^l5)M+e z8Sfkm$66XfeqJh_A{x#`+_aK1Cq`xRwg73EVgpji_x@d|NWz;D1p`;k2ob5`kFI zU~*5a|K8-C2MDuF1KkFqFU$V>fLFfaMuYC++lEchv313GdLu;!{F}j8a%-vK=1^IAi*WLe$9U0 zy&v}Z{=hk0J=fHfbXBjqyK1d_ts+cWQR>x8qL(l*Ft22!!KyGYa3wG>uuLzIfE;WW z$7bM%q?Ne1vW&Pmxw4akg_W&23=DmoPb|M2yeMu^SBmu8@E5wewp1m($YEFXrXpC( zV(Q*5>7%q*2|Tu%)AO_Qy3BWoV$96F!-mJ#7|fF|tlm|)%fCAbfKR?1P3_4X325>! zRTqN64X;Yb$mX1#<&IqC@D+1;D_d=qsLmXxjf2MNI6^5rh^M(% zu>PqUjoK-?)>~En?g-_Qw+?!oyJedh!&$uReX*va*dJ6K$!4p}wg*9o^c`sUD`6r-@4vH(?DqEcr|!uc41 zBXhh!apktZ?Q?b8Gm2jyUnI}C^GoRUsq~=s1A^5w*OswRP=H|s(l20OL#$vBfD|n7 zAp$-yF!1rgFv!3+Ht+%G!2P=vt|SNk-)UH;r;4I#;xaP8x0~O<)8(_<*FHxr;Hmhn=mxGoObb<-cn10qLh~ z5GDD)s<_w)QfezGlZ!hznUiy|zGZz&DfE(@oLs=k%z{r9Ecw69fnS1@A6#5M@_|6^ z?(VGa9IOsbmLN7>US7~!b`U!|3s8f_8Dj5Z?7?F1O!YrE`S*Rm=FX;0Rv%rg9PG)T z?rUt~;OZhsN%_>#fBybwoaP=@|MX<<{J)O{JRs<)1jNSr7WAKc15E{@|hVLaU7OouPTpj%~=rS|Ib+m3m91^4dzqlHAZ8b^P$>%a{HI%5to_qogf+_k2|w=i4N{K_uCtknjZwPwX@{#x< zj_{}DFWSPsk`^oDd0cgw!uMYT=NF1HA)Y=B$HyPv4^ZStxK~$4$T8N~;wx8XwWqFFzbT)8Kq#{@!79j#(8XDC_q=+dMtRyIY;1r0KIzNz)6qjOR062uxfnE;k3& zv#G0*@PApxB8EoyEbk)&EMp04-{|+}b8ZVD$T|YEN9GyW^ksp@a*iAv|3HBpRuAZ9 zp0fAj^Sos2k72sG!AkdlP#{IR?M*SVuII8$g@{JE1kh*J9&8VlCGR9% zKj3#{WjId~Ovd!Q;kyXZ@5}0mV;!2JNNxE|)VAlV$n;jL36fv2Jipz#N7VM)m#b=~ z=iz^nzS@#S+h6`wjjOVG-YqTA^ZL}>`)Vzu#brk|o;kDG>(390!Q`AbwA)H>4(@8G z!A8iE7cf=A9+=s}hvh~&357$qRpRYvZe^s=XBbEb*?H+S%qB>?(fjLzi?0t$)k;f5mG~?L`>>;t@2#`i zu4FfSi1HOZxpqM9-)F1`P_&@EcfOFXCV5_MFG zsT`K;KiSMTouM0J$Qvv#HipZKQ<#(=m(GyiZoXPgr1L-OhxOu4-R7~(BfU7M7t~)z zv#N&X+sO{8Z4X1HR^aU=;ca{oB}=L`efYGSr^8ieJ6;~oNEZ&4xfqpHGs$o97Wf{G zBzoSI3abfI8Nv2ZcHJZxoo~wzRq|}BEjpLqo$?+(@Yd;VXQ}?$w9$@t56BZCO>8ER zexFrAp8_I2-5M@S)Vv^}FbT7}9X4tqAaG#&5*YAHS!7d>+(Gj^dDP@hjKH4?8v%{R zIjAIlhO00?aZUaFUA8c+A4`q?&Ho{pS&; zm#Q9LUJiWygsjr?(b#2o8s&@gcK^-!UM=LW#o68*hOe(LrujSZV6@jl-Yr{_H4ZC6 zU`a`nqva0Wd2G!#H#?R?@i}E^{>3;We?6n$r50=#GR7n6r!%EZ1@Bi^>oFTcF^@Vv zM2a0l9sFuOaPOpj!jFqoMM8G*)nue90*}7Kz&XK>ccNqnpb0FiDp|TX>LQub`pJ7{=f1 z&x_;F;sT)BoU%>$#~LI@Uc-PlmV2WqJR9m4U#2&$k(2EyLvKL% zVhMTwSII5`(p^1RNkzz2yEQzH??+K`S$6Bzxo&y891ZE^YNc4fuai49b9Leo|GBKv z&_DR=`N4!K423;>Me>OjHwtyeOk|0dW>WitBeJ$) zW=iulZc*cz>UMHbn4vRe`mf$ESmzj!&1la5ne~=C5I1CZcThg0U+b=Ny}2*F5foUK zJtx4xy@VcGDy^H8GBY$nYz~gAjno(Pk&slT=KvHE7Y9}7sk7o~R`fkxAKVk?E zYKBck9>_Zo7|y>W4R6Z~R2Z1uk=Gv@ zQ@5^!mAE=>uLswWH@?G9Tj!BXJ`}nL)Ab*JXOZ(siri8pMTb@*U2RWF-G$>SO(S;_ z!s`p5MrM^d>)yRmu7f*X|FHCSi^eBum-h__k4Y1}H(N;&zPr@sj>G=q#fu-%F0p8PhL2$3^HGp$_GcGq69xk= zy)HJ!@_q{i#W$10<_nfCo9gRL8YHvQIEd%HqUYV}FQ;wF^h4a>WJ4~+#C`tA z<0`4lZv-%AW>B2I6@(!CDa74avD~vqz@~M)nSp042|2A98ZH#=^HODSSSya=(BM^1 z-MF2J;hZD;8AcJk!uVLSTarCPraMVUNJ(;8cN7qlsLJ}%qZe^CHBFXcRpA8tF45F=1yr+C-d8hWV zyytUQ;nG9e`A}LfsY3q-v_6#x{_{~+3fMu+BXb!g!H&c z5A@*$E>o6gHwtwZPYOoyK*$1RF7OZt?n$1ITt^YFVK^=W+_fB|i42QQ9W|p?RV1Le z+I%%3#IpgGZ3WIftBd_#Y>w;T^V3YcOn!Gs0Dg@_nk>2vKXBD}WtdAEtxH3O;IZWP ze&mWf-ke#T{h5HDDK8HRFQ*YQJaUm!m;Qb&+v3ZCfIsVy(~CKxrv?2+V^a1e3{L}B zTzt5!RR&)F8i%~Idf`zsb3uCMHJJb|9rJV|bC^+02}IY)c4N-7McyO6xx~UCappr+ zIB|uZOP}BDpwV4fuh<>~rEGKPbZvYU)M|FosCdsIyiay-?X=4izHl{d@smknQZV0N zzwQ#kuoG{Wa_|Jq#>hd4@wmpfDffBqHF+XB<$w&$QNz(kg|y!msv{+OT(ofRbowma9Gtpk=sDW922Y-}#xo%Iy#<$jdYV=O+*eZw1IB}*0?_oLVdS(m{;oK}N# zCqvs|Lbz-W**CL@43#lg7``KC+$lUTO}hUy>8hA0o=J<9Q|nJ>ZA5pshyrgSJfQPP zPUJ~o5fi6lvX;Y#req~xmT)aLS^J|2b}egi#wLXIK~!BOd7bz0hkEmG6li)Lf;0GY zZ-v4&lsCFYlgL~qUmIyTNRo|Ctu&dp7}-n4rI*!@RNI4VVTdSuR*EPe8YEj>kk*RN zlnEzsh4rpE%?7Dw{-hInWt}rsp#~!)Pljkk`KUco>G)8T4#w*8#jlIPqBPDaN4_`8%6<0|!NX{A6q@4uc4T92K5WCk8MJ(5s zL+pDe7%K4h6}On|b>8LF-6Pfa@ zTfg6*M;FKep-z(r>*%=pox-?LYpN}6=h{fC^CO-D1dnV6kxA)>we(_~Np8n%>D$AS z$NgMMrQiY8YCxaH4XjSMLd6XOgQaBa@(ZNIotdvhulV?;* zV5q3Ye4Bqu6jXU!l5i4VSS?kGTn>}gK!H|HGqdpQByTz*ri`tkGURI653==m7u3lY zd&bKSH(yb29~$o^x0N1R=v(WlNQ(#hQ~#zaCpb7bPorFOKKuC3WMM>8hj9;*9rhGp z%b$!3KfXWTok8hZ5Al3xZ(V~z8Pt%xF806Hj|-JE7L2A0xFc3ywtIk=MTi^8eBN2mATQ&8g z&z>a|FHYj*8JCcE!sB|qO0j-Cir)vv*ZE#`5Ls(sv=I=Oaa#$$-)FK;$?wPtn$nK+sf3Vkk=sFlWe4N*h?q- z=C6_Jo0Z+XjIqBAdlkDpeIWyCmUSZ=^e2sR$OTvIGxm8JD(T-T^%PFaP+kZos(DD< zee{Db6PumszNPN4uj1K}Hg zf>x+RZ4s(U?!5zjhA_WSwzG1&HqDw7lcHxiSK9e4&M%wq;$80CYqJMDD5nZ>1YLwS z)4*7F%?}DxU#s5^9_M&96#JYJRx!1l*TI6yJ4J~-UBp&?%bclMhmhQsCU^Cfk*VG{ zwIhV19ThwdKWYlP1T~1F=cq9lq$X0x870;Vm&g=%Odp>a-SldzyeS9>Gq*WaEi7OP zk_)~M8ffdlVKMneMRK7t&tcPld&8mldJs$&mxFCx+S_^K6jnDGg=P@pWbvBv^Uf+t zcR9dk4OFt7J4sh%IJ*?Pk!lr6 zaHd1Jp7?rG;pTQiip+}RkNIQ*6PT7SZ2jgdGFd@NCaxB(Frlo?WT<3|e5>c{&36I< zZ>q=d2Sput3;RNE`v#4A@cqg??MaHQjt$vl;&92QuGUM^qJz|Jv&ZEFy+N)P zPJ6%luMf_X*i%_vDOaaO)RT(N^fa@okI9p~=sbtQ?eHeS3Nk`c)lZFU7C)|4pu%m0ElXW4_*eh)JG(@#? zV@pDk)Ldp9nLgdySOUsg!>iVxQ|O%dnou=kv+~Rv?19VdDT9dKdAgB}q2tcdP`N}- z8DyU%E=mTYlfPQbV{bI_Usvx^eUkYSy6}k;t8ZrRhz0URk4w+!t7KM4U0rZXJT)HM zI~@)#h)4D&+e>SJr~FYMgY){K2oaTWgfa+09%b2{X+_ON&@U%wSmfP$Uh`udj<@iI;hK^S?C{5_=*Ui13TR$bjbdp^p2h2 z+!W$lKduEPYfU|@ue3wdV&3=;KO{_g$?I4~weNSLDrTzLoT=F-VOLv_N4L{f@XkyzTtBjl*I1D^WGjK*$`(=tH|2Y!*f=(b2D#` zL6Q>|2Ndp1=%*uUFTP!DU)7O2yv4`W1n*8Y&XBo{Z+$QbMhg*jwjo@<`uqCUR$%-D zBsIBoWIiul9<864C#*fLq6WETLKUfk3hBeAgMgYg zvd|jB@!jMC+pN(S&uMJx)%S2`qONb1X{G*=9d#@hKzUE~$5#&k zZ$%}7$Z2=y!S#4)b&2UR(uApRaF392I1+canIoO zlTrk62A?AMIpkWP0OXR_Ei9fxt_g7MG)jc7J5fOfW;pu(XB~Rzy0a{-TBNjd-S>edg8NtV=D#4vDs3_x^h!X#2}q z=C+O4=3!?o!I=B)ega9!q9e+3Y8`Phl>;5dh8 zy)e%_pF2tk@nW*HxnBy0ba&%-AJYXyb*0Z~T_}=FRI6O=Y#3*GQx`U!`H}tcX*)YQ zyx{yueYR|IM0pM|;Kg}qOQOUmLu+{jSnhu->J(A{v@EHZW1-fy|ej$|#m ze>0W#TJ5Fy3*AU-FBQ_HUVCI_!${}|{d*%w*b0KAz{da+$)cPCBXqmZfy<~q7|_?4 zHT^x6!*M_56Q9bS4lkEFbdq2feq_35)g=@%pN$S1E&wNQSR@ozx<0BLwV-~u469iR zVvqDi(zeg7=Z@NwSrAr$6(WVX>v#((%r(RF(pNOIoLkhAik}smSS0QFBvQ8reTBaK#8Yi~J zlYfNv$r7-4(wVqF8-He8urY0>LH+v^es+Eh${m1K*7kr8Y8S=(R z)J%^<^?)Xu&e!D~6mM?ypXG)x5{8o<;8%PR&R!$j9ao!nwo@OxHRC>Rm%W{-?Un-V zyiAF^yjBybmddraUM){#jAl$P^-4ER*zv!F1If_1ZBT+#E8NDpB;NE2okc1tssq0GP0eqzD znoM722B5@8biuk+A=1)Yn3uzo2~_(9FN`T=Gr z@sZkT4`mNom2^W?cqPi1A|A5iK{f-#MH0pSoJ&L__z4jyLT71FZ> zZ`;$@$w|uWHL0(tfY3I+o4#@U?yx!F&o|r>cgD+@G!T!6BP`CCAD281ix^J3wWm0C zD$p>EF0oTJ13q$3V+cCoa0M;46t!$BFkklA4xu)AcWO@JOBl{)M(X4GBK&NY5QML% z6Cx(F$z>X<^rYRIt`Wp6IGo|^q9t|ymc)+2W5}pk5ehiZ#c^la+>dC@FflQ67%~A* zmiTfzgmcs7+h>$CVt@L=uV25Wt$(qeVT97FzyUS;y93}I|86O$mne(YM@xdiCl=gTs1Pn@ zJa|)h^D(~#*ZXg-xfU^173hvj72_sCmM!J2G$Cmg{N413<2h2Nay@j99K@icg{X_G z3}P}!^cp&W{w|^gOY-zmuBa}ljWbBhoMj2Ni2Gr^on+D?!Q5*smfKFAkz1b|4t$8N zGrNG{yHIFzVsx$2M*UemzdHH{?2fD=FELzVLp3hs2#K{UMEfnbvW?^z9;jO&jWu0X z2t$okTad)8gPq8vB?jQ+ga#p*3e}$*MiFE$bnB$+BiPO7Ads z*Njge|Mqx4$9JDX^$?*nPOJoLB5G%CLeqg&Sb@uX_J-YZ!p~Iw_xZ=6oovLlWQVos zYvNErD zuGNME3sbg-%k^cZ*^H8~jF{$F3t=j?e5$71m#GJ)H6<7E$q<{Ck+M|7%joY-eqx1b zYD(3L5wB;<=}=Y^du83GOGL$n58hK8vZ&fig=*I@l}&uRu*Q|&G7m-AnDG0%p*0|+ z@=$y}BL@~W&`I3ec$xw0a?Q^a4cu+xNI^jbSIf|Y&;5+#l08U}|a)nyhDoAxfZ zRbP8lJv8C@X8e3zKfpcBoFx-M-E(xBOmywBCDeW`hR2+;h`^8U(hdC*f<0NH$0B?Y zQpUZ9e43pmqETG7JMFDgAZ~>H@~&Nr482-^Alar|5{Gd|JdY(?Q^?2qgA((go>uDI zwedo30d~dwEE5^bK^Cl;Q$#2|CVMZ7c;-3*U1#+=)8R6i_mVeP35XsDT!;%O~eHm z>JxVo1iAKw;|)z>5d`*xVAu@rh2hXO{8dvmOUT?WMK+5MOt}))kWEA59Lt1yBh?ls z-5U>Uyw&!5`*4dv9({o91~d63Wq6n@QKQ&pw}L4?iN4s~p7F71=VswgyiQoDW@-6t z!SKFq?N6cEMg0JU$Q?F49d=7_<0&LDNbM-4H(s~%^EI*CpPjuI_BW_}U7cJSo2*)t z++)E59}c0(ln$cIjS%NsE34_Mc%$@OKZKe1& zj!(^9fK_5%XbBv`IPB=r}pQltLE>j~F8UMhrhTv|Oi}ph2;|-vy0I5s#Ykx{kB`4xp7ld-bX>NAweR zw9C$pE%Aq52aN*xRQ8|smN8tZWq^zLHMjj6@Ch#9 zzkAhd>ALnUs67vXxm zG3ca}Z6npVKgr=?_~UN+Zf9ISy~Bb+HhXn3+Xe_9-)pm^&imj>FJ?)l!#rZJ7t<<* z@|67U8ufhZKD6_0dRpVg5#v$V_X7(WX&1?-hvrw;e=T|{YKO6HDT#sA>_QSleu?-v zXBqFwcT2x0?Rq9l8&mS>&9AdVN+m_%NK$2z&3RTy7kTEQj>ncX%$>di`SRQ-zig%; zm)}n3Fp(NbRemn0IZ{0ZK*%9feqrRBJnPD(>;JMLG;e!{kjvR(ku0L#+@X` z;;>mgDg7wXy!P|;XXR?7G_f_}1~q)M!h%NDJgL~Q8g{3Ra!UO5W`0Z-U-jmEAe-P*ZYNm@YaPDx@1 zkIXQ&n{HgJ=YWMRNv;WSJ^*H@rW%hLV+VbH(PV*4!sn%_VkMi-A~Nq|(Qj;1Q9#6? zF~AR{8I|QWqy=kL8OOVA&nV7oHf5xbaDBet$Yolq8~}e1NCIMF&DOsoG;s(1oWVN$r{t7vzTS zy|26dwd}1=qQtyk&$V+Pp*K*(=e>dQlr^M*QO? zQaYd^Wfw9pV72$DGh;vlkrZBC-zI7$SSmCv)>5S-%7D>P7ij8blNg77L%1r zJXqeB;l6Uf&cD~T4ms_vzYwGDS!4gCEy*A0(w=*G+MU43m%wUm4>d^IlPSxP)z)3e zZ8#_xE{!XOG62KY;~fz+uI$3;XJ9B^523d)^GbMa*R84-?-`2K4fJh184Tv-G=P(h zUZ6UiG?n4y97~LYmAkC}+?G%ec&!g;N}U+Zqr;WUg{J3{EfRdZB4O;W}-|~1$QjF^^~sy1|vaPcivbT<-C!52E9*AO;U%hU4oWnHrYwG zawWfQKDXJ)_veG+VgA+@sPU#7U~skNY&)~$Fa6cB9&y#wQMmlepmo>{eD+^wutR((2;@3f!2E4<`2~4y2EdMMBRk}M4VLy%9 z^)N#>fwg1k*N-#J-yzjUB#qN}kYA%pormDs1ehZxe$mnoX6C|7VKRmne<_*j>azWN zOmsDrIn0L(e5|L9zd%IA+>e$u_9|}j7y6GnavBan>(R_2Gc!guMu$#*RswAZbPoDo z1O3?ZKN>eiGxaeB9HY9cP&$zf*OTaOQU^FXUe+?XD^AlerB_gY8$+x8&~PeOzGtOY~_PYM5s z7eA0^Byv(;J!j~Ao+4}q!fKy~=jww2X+?-|5I>U^?Clc|7=vT_oJ4F11qefe01K|? z!v0K7|$&a8~*bri~t7iiuJ)l{8=~e$$;@(IGQj&e?kIa;JcJR zz6U?=MhFZ`IC&$cwZ=B)7cS69EMW8Cr&bHxjdvCuo zW@N_6S^m=6+go6Frd(>Xhwc59Xq}M>gy@+j zbOAGFe&nIgFTFL(c9v(2!Rg|ON z{{_6K`D2xj1V2N>D&rIIB+{<`3wTcf?FK2Y!=58T;|X}-@BaQ5@FD=+JR_d;;_&qkJKaOScA4HFYQm;lJ zZ0u=qSbXnB1-0iiW&zq8!P4@~9*7wL40v?N zi+L(wvFd9(>WpY<;ql7jKu5Wv4gjb)6414JYlyKdm!M2wA>2Rsw&&a}2GA1P8C*9(5_XEl#1^3VXiH zX4Z{j0J- z0?L$|?G31`9^(C#Ftt0qdAV$V!Uzis-`!uX48~HxXL;^2RNAljTxQNz6^wok39&hG z+8&Eq>j|+rkeE-@CSo<}tZ0k^qD}IYbH(Pr0PN-0qprtjAi^j|yVm3d8rtVb&9j{; z58 zoHxE@Py-_1e>Bx)%879x~aRry|jVItp)gFzw$6bEiRx^J*dK6RU zD#_8b*Lsvo##d)+#(2Y{toCjsktqa-l6`-Bae%VlC&q}M4v={Hmg8Azb&Nd`l&8lD z>C#}|%{8n2ky_w9jVO^swP6Q&)JDhU@+Sco2I^HggpERGtt$O_x%95Cu8VkD&_~KB zV($J*z2>)W``QN-6YUUZg$XDY@=iq|6{}uT#Vpb$;_)xb>^{Jtb~Jhg0%CoL{O(Rd ziZW!=)8ARe7a@#@Gjeg^1LWTnu8E4`LZgjku=-@IqESVKDy^e1CJH+GETDn`dIi01 zL&?SQ?bYv?(XnlG0He1kp>^CI$L|j|o1C}DFgH~VKNKEe)?P$b8nkge-2GMZez@MI z*RCN4)+o03-7ukuQ<|-_S+`ANqj6No0MA`2cuNCP!}^rePAx~22O7-AD%NeZP77qb zFa7h%gc-*Gyvy7V(vnM(PsN5#*-_Bda-6;6n=RelHKE?v_Jl*xX>$-~&SuX5i6^8^ zBVsXG0^At(OX`7PD8nZ}ChL=ha=QA2V->1};TK3+rK&U)x{b0n;L{>g#?v2T$sn@c zZ)WsGQZb|wGi8TugGHOaxlnil{j~)pQ1EE#3uy&w;>n-LHU>5-XRj#H4osb<|&o%hrvw%o%ASKCNjPOG!7M0`& z3|1BI!qIR_#+N0Z!`PXUP^`8mujL@Ua8y;ilgi2tY-vW4YrwzBFCg`VHsut0C-LWc{ zv%_^h-IDY8k!o4kC26&)D{rpRXySgMkT6SO2mHPfQwp(bjnpNc$ov%k5?*ODYUlQVS72io;QdGrXWEB?AY*M}Q z1wZu>*m^P)MGUil5hX4Gt-Y2lXK z%v4+O+UemAauC4a06xv(AbCjU307rHQmNey^&0{t*f`aPDB`_t_CjqrSbmCgavOwF zpaloStfgbxSO8ngM1>B=sFq%EmzjqgDQ&&w_^h{f-@udS2c@K-a!9UFprTjIr2W0@ z0EmhtzUuQ(kBp>ne0Zd1s0q`7-klkZ@QHIFuzPx-!xGv-w@a=pWz&<5Zy3~yK6LJ@ z%6ethPIiuG@)rxXnZHwmisB!(v2LrU?JOBR|P zY@7{k3%4tdIg+U+Ru9IHrFuE#D`fDfcsX+nQ$0kf5e3)B<1%0X7L=U_!SrQ__9h*AL z=uwy*`ydg#R#|AX_r>8re`g%93FBc-lZ|{QPO~^HqunY1@+!@t^J+R=I-8zKDmZim zdbJR7K7G8&{Z0S+_HVF33oc&NcyiUu1NG4m$W7w!?xulGASPSBocK&z>5p7ZID zMRLE^?nbm{m;5wdfflX2zucGFts1bE)VdT%sID zYLFRE$Us;56{b@Hb%#piTPw_2Ak2(TJTeKY3=tu+hmrKWqk+YKOGoZ&!4M{&6CV;; z;mCMUA(KFBA=g~sl2v#?k3S{ob@3tTHQ~kHbSaKei7MRSZ|YSFgbhOG{G=r6Ldy!Y z?TEp6C3ZIU9Rx*``lPDL?aoGL8auss^_8C;Ud>x>)Z!29DDwJ=kwfpBCS@_!c63D* zFbGmysbL+c$#F`}@T=Hx=Hl0_96EYsZFb#alN$C%6Hb7oLtjZGDGE9x2v$|KH!v!L zI^!lI|mfC03%W{k)-VSb2Z?ETB)nLZZti{6krU0L=WI|-Q}S( zrYpP|q>2%Fpie?67}2>)QaPr7uBy^u0;Ug&R)G0`j^RF8(&Rv}5iBD2bJbZO08n(5 zT3#~4KWi=m2V0&{uz@O5_u~HK_W+LKanUQCV)a>N=r2dyZOl+rn?A!%@6?ft0<3Cp zbMWjmXD4fX|AxLV-$L5oI4KE(sZO!q;lGAZ@tH-y)8^Y+jG5cYo$81UA0{Z5RAQ@J zRVEeR|Edxnj2i_Vpg=yn)Wnn&u#Hy@PT8$hYwB-5{wXYKlcy z+yG)rhg@~r8!w?(Bz)5bwoF=NmhczRFbs=gGg?D)nvEON=;@oPA&Mc z0HdsWrLThQAE|o~0+x-T+gEMcL#wwKot%we)oq~9 zf@~2&8P#6$*DlBXdiyWFM*7KyEB)3t2#k<=l@uC7M*Gr|}8^=uK>fdrB6l!2yb@L;|fsjm0Pt5Rp}+_Ob#9q4TH1{+J%< zxwfn0-L^~hhNpuhiqXA02mSYA|Ms_;Jsw{QxL@~mITkx6L&GNryDV4cQ(Zhhyx3h` z+;2xw9|xAYVhEYIO~&RAj220;c6m zrKogbU?g&$wH?TA!!Z7tF#01`G0{xM9+fw&<@TgRz2faD(nr__GynGe?vrD9?ein= zeIPVi2E;7(uqd&p`zh9$pr(hb@8ACm0LxJjDd_K(*v_}>ghZN-hQ^cy_u5Od6e3Mz zQYJmPRF1+9AG%Lg0|6#|;l_Yg>DJruX7g}VJ7dYq5S7`G|8?p;I}KQ%X$N;!VJVV{ zj_O4Fi0H$qu8*0Eh#-}^=U(T0q5K}`7I0SrCb4NF^n9&Z%3IPSRO5B3O2gEnurKq#@@;@BVM zsy!Zt8P3vHzN#n=!tSZVenU`e#}uIZtaFW38(70YA5#uM646<6-qf+8!eTJ$^y!QX*iQMuv2L&?=abBp=t2QKIKVfiIZTs-ofJ6#y0VkTRu1;zeofF_q z4M0X%G!ebu8fWv!vzCh7Wm}?R?d@o}{h(KlEd+UxsXq;E+^(mw`Dk`?OK;Q=tD~*! zwhLv6_A%;Af1eAz?|MX)QTF8qRHp|!qCC%`JdaWhcw6<`4x-}w^frxfwb~lm}eADBcW~>kDg`YGxto+)yu_Th4xJs6A{#>P8(-}$c`En}??1FUF=998ALV!!%MQj1q7J{KkN&NvWQDI(ABs`y ztjrMjDd|$&H_>6n4X?&ib=|BAM^EW@t)+DiIP<;PP!i!3|2QP{O?-B|pgWh#RSpf8 zZ#@Ye6x&ut7tP^wg>1mmHWR{>z*ij{@4ug$4i=|ZDpeIt2!l6W#Y%m$o^V^8dJ zQ#gx4jaFWn>_oOME1p7M*H?+8R}fl$y_SJ(kT~W(AF>p@9XUtuM@SJ+-5-+ zEN4H6=Ehy+aAqg32WxnDPmC8=>@n1Qi2p*u{6V!I7pAaD94US{Dg^sSNK33|bzjJ+ z0pR^cDb~KgUe7G!b951x;#5Pqme1C4yP8pX>vDCIBc`=@iqmQMY?D7I7e81$x2x(l z|KJXfoB0?vT`>Kq!eVVt2D3YwP2r+}S|z#K5J9ZVU}Ri#NBsbIar4~F3ng;-3c z(u=505HIQQ=6SNewux27Dz|7U%zG)c?0=^-QWAm`6{KltC%!xrv>b6|E51BYl2{3* z343vE^m>lO9Qt#WOz(lK=ZnH86yl0TbLK`%6tMZm`KQS;7}o%Eh(H?hFBo~ zF^5#GrBJRYUJikavn%+@rc3S93l7$qGt^CW4N={x1xSt(KUZRIMp<-_#bNYFFsiwg zq^*FY++@veG+QEpR#Qlz-r%vuQ7Kx;L!6Q>G-@|mjcGlQ%-ymjZzIO)Q&JFx!#lB4 zzHSZG*!id2OM>==^1EK?xwOQoWl6J8dmuu#?ZfDnWk^R5YU~H-WggnUdK06iuY_uw zrrW!VlTrHbOb=|1&D+aiHW52PH%5WwI0t=J8jh)7HazZ*>NuRu-yxOCM!M!nk)T*C zVr)1zNZe--PE;rpJk@A`6)UW6jo8a{dk`kPyLpw|#x(gaIxKX<98$$+>9J3ueUTC8 zCTH~11P!dMiO}ayFFI;>I>Ib|s6vHULA&+6Vts#27X!EehQLkOqmBxQ>w z@@@V}BSVQ(sxFp7OtJf^A#f1y6L<6HWl4McX(fiy=$c-oOmVGaXc$DysU8J??@m4n z!Jc0cRC4H!DZnjvBK$V}sX7bye11?JuUUKS0RtP~_GneGik&Nb0ug>NqpbqtXf_(O zuE3$dsbzKClC3>%aB9)|^BJfiqA9?F1`XE6o>K)UA7Yq8XS(K!r;4`54!yCRU07FUd zi5gbtnT`AV@b`CWGF@oL)wvS~+=^*noK{wUrYMg3`wR!|f}Xd5oi(7nGS}k8_i(ju z!iB9NHl)T)l}BPA`x+HPHH7B+4~ zKHiUT=@;Vntr~-VqVXEsEhY+@+?imUZl(Avw;W-?&#~QDa$Sjvth%M9$%OlpTP%HK z6wes=<6g8|qeNZWI><_lOc%JH;RddU_OciSWPh#m}MUjMh_Tsw#a$ zHz^u+A~-WSSd}OEpIOzW(QaDpKM|@eY6!vyA=$e@Aq4=Gh+ z0R}>g6`uUq_~zbiXh?r^#;$mBD#bcoL=OcMeyoZV-=*2gle7CiY7k9L4prXNOxLcq zXBD_ahhd+_a>Yeb2YWVCD(rQJQY=qGiP!Do0~{K0$RA8>sos%VuYsMA-NLt6qdYIk z-x7+;Bv!%8d6GQ7PP{iJ@NT!|iZ1=hfNl$I!1Rq0j+o3qp;&{*At`U6BkN~&A4o2l zw}B)^@v1x=5y_{RgI=2vA^5SjiXHC;^^$g|7JZ7YHEtPsd{beM$)=@~;cfwi8Z5-$ zaw2l{-yZ8EoU8*^tgvEb6{RD#&POAo_sMd0aDuzy%7uAEb6zSXOkZbEl_;sl%LfVE zScb2p4Er0OF$*bi-VDVoWtl~M>Xgp?W!XVAlf_Ljqy;MdocZKh`i#A>Co{bveoXsV z%IES24%TgSM*a2c*8&eDB&6%*FxN4!5XX;5uSKj|+w>2CFHW>1ih@P1;U+7KMQ z`;6H`WTaxA5n@w~Lq>MY^hEJ=HX$tyX+4sPh!c__W%3D-daEVqK5?sT4(<=SgnAPD zeuNr%uUM)0c8jSw%u~HyonR3ugC_q-tIGKG<@pXk_?g`67#35d~5$gZKk2YL(sWa`3D=m?+t zf5LVKp?2<1=Ce2*sD4%^d%nBT8BP5>5cXHWVfhXyF&VC08ULy<{DcAEX1v@$Xc)Z) z=tS94LsotGQ!eZRW$uA)i)`ATHcaXtogkHSRtMl0Tz@)tlxIWn|Lo7O{wYQobx|aj zhE0CEG7MeJlX_oGOd|m82SN{p)XTG)-fpyMTQ^sR#X-=75bEP4f)C6YUJfjIofY!~UD*{)zcj5q(7?V8{N zYO?)jG{fh=HJpI(0;qshAa`s4F7w|nVRtHEhnrU+ON9RO7Jv}qL)Lj3??1(E4;+t+Esql*!E$t*N3aC zB6%oD%=fvuzrQk|IKHGO-X!O|3v3ly4Iz7A>S;wDZuR%J>eU+Z@j`6ynZYbwwf$zP zFd{K^U+v@ZG7{04xbVU^wWkZ~wR_dIbLwLBdMb%!bv8Q15W??;%fz(j4^&y_r%XHB z(jkchs7i{P#+&xHX7sjVA70HKn)z-kHg}uvYG)PZvIfNd-cv{y4EwNe4clk5>_roh zB7PKO8OnS|f-UVNP6~Z&Co5j6mO7+qLbfUPvYaDFg29qjxZ=MEMW`nWK3pUW1haXJ zq;$I_rqSiUci?+KD{?6c=)gtFkoDi-Zn;+dsGLcpU@^0>b|5~s*4=AwGuabiQQ#shuU$U^Jr>C!P=;s~QnK&%5zX7{4iOwSo@Sr^=L2 z=POMwCmuexWxVSwiC<AA#Ngt065H+K0nWz8y$fD36ta-2D1Aac4F|(N9O;WB6}7; zK#C>3R+T3?r*l7aA>mMB-2^m&73ogHF} zHYe0D+3|rxw9CjVx*x@*(b)iAO=UzOD*?QEP{z&VH1>eIK|Q>#igzJv=ztKjWQT(_ zk-0OtcV!iAZIH+$E-M+f6-6)Tda^ESb~cS8u;!~j)^AsKD7UcfaqmG6nmBqMC2bSC z?)NS~bo&ZoE&jrAfX#7*_9Nu5ausC}Xb6|_c|@I-fy-9S6b2khZU+q!iI_+Y1>>v@ ztGROLmWbN)R)M4Te3>q~2eZHX zgs05fQl$2x{=+N5LfH~*_|!a0-r1Zp%RV_VU%#43*xrFl;+UP3Js3rYaHFhQc^t-w8IauKCrT$*~N^gLde>X5N5#xsO3;cE^7h=yp zB<}J7m++02?enF{iFbC0+ zFlr5zw(xO(`EWsA@;4gGunsHQN^M{2NR7^{=+htkebM7f=Nw@Nud zHd(|pUKLX8xnQrg$6>$ge`86y+*>EYB=gzrOc^Tg)WY*^&%N-bHL-hch`_(2^^#N@ zNc8EXg#Gd_T<|}UN%v1=x?QOF{NMlfA)4_|WJ*X#i~ILq`dx_|0#r?l>7uwBm%B5g zu((&CH-EO`acb${etQxDbiB2~cZ=aQUOX_M^G78cStghC#c2y{TVd$`c2iY|SI3KZ z#pc zv5AQnWT+O&ifa*11IJnT^#rJekbYSRR|ee^qz-8}4{%ekv7er=nb-&y0Vg*p4UEjf0%Lgan3$N<1}*%5Ca{#UC5+m9A^Xx6e;xj4{JlV$ zmZk=KJ?s+X`gI+IdvbHU$ZX53<3R9o2Ge)9K7TIzuVuf*rdG~DX!yFHMUw@HY=|f- zDt^pF!leyJ<+)}O{C=SgtWp58Eq9c!8tn8UF1j64>m?(f%6~WR6RICTA7OX^s0S*J zgqwmNARjUWKX9l2mFWH1$Y?^=W;UjB(G7T`9qNQct=}V#OV^&@aDfeJwo+X zFuQVS$`2a;tcS?XV)1f!be46c!Kt{`=WvFh&&DV8c2Yrz0!KRNnG3WK0NjpsD;Bf+ z)n0(T!94X%M`HoM1wEs*5N z<(-eO4|Lf3c#8n;3?L=;i6y-bKK0o)wO7^ejcQaq4n4wuqfI_mG)0l87SA>N31Fnh z-z)h4d+8sdNB$V;E*C`cKTcHopY$nT4>SIs=@ZYN^yvxC@cJL=)8wD@shY0i;veY~ z@1OK3Z55*AA2al>gpg(a2bLNE+yBW1$S5%g2@g7J9QCH<4Vu0ckF%5wj&<`Wi8!&? zoBe0fd_PVYU`jXu?3ycWui$Aug%e#(M+WlB)teE&vt%c-y8ico0Bp)H{C_ID0{thk zHa;~wymq7iA^DX7*EM}TltliYbpei)FD`IwOWTYv{`ubFpW$=?$DL1q`?C**fj|?9 z&L01N_*d?K_*bK;Jb&j95Qv&Uc`%Jc4EH~r!*t-ovq0PP?`8kfxB$qBP{AVqeDD7* z@!$LKf2;WKob>-}@!yB=|HE+Zp zCV<#9uq)^!0Zs@Rk4e88H{yRZ1t?*TlocNVq7TqPrb^{B8^Xt-QT`zEPQd$#`(mr# zKZVPVvdiJRr$8y2`ODTP4RdRbRzNWz%lUXgebd!=EsUup1Ylqpjiw8vYc}BwP64bP zo0TS>ZhN@@`cqeU$VQwgU_yDby!A!8;D?Q*q$K%=4`O_j(jq{2aP9Q8{5UMD0nkQW z0xA!r$J5a*Q76_5syNg)nk;L(wim>wR6C+x{3Thod=`uI_Gv@tUWf zGxz;e;HiVRKRyWb_hQU**4*XAf-w!eK`d+=(#rt-vD^XM86d+*iirhamTc3l_grJb zRWhkN%&#=MFgc&DM5yG;TLMjY_W4htivaJ@VWSH%Ch;L}iRtGKz#FZ8%4K}tu@oya z@f`cR&taY6HZ){P`~;82@$=^oT>}dLi6K~L%1~CCD|rA#QLN`=Gwvs5IZntO&L|!0BH+gsHRC- zyZZO*Y`}_EP6HAMOeV_^{+GMW zb6^FgYqwX!3D`D>IIMDx^J5J@Zow1HBqsF$SO*wQn0bc%as2d7k!P2x^UDL*hZMSRKYG6eu>ZNZ*qwm%d`{n)P*KK;7@%Tn%B4AFmM(Tcb*eXw&V zHD6XiXyv=_eSppx@oJ+BK;=PXi~SCaB=s=q)XMUCpDgjn8DVTw6jIY^G+kIvqtP9v z<+V}EST$9ySS}6_<^@VM{A_s_ltnX8Lah!BhcfoA3qq+mh`l+uxP40>87L0Qa7V%>;oo6Hz*i>0E5z24iu3g)EVz-rsq{f0NKg1 zJXLF|0-vAd%+>K=%-K7+&?HRTCqkqm>d8Op*8tN%O8Y?ax1y3spoTf8l1s*E1sG8Q zho5tpTBYjyovt~t~cxoqa5qpLGBv^U=) z?J>1JWu=jyzdW7_fpjhaj=9@M?WMo7X?dumxc9~hUytT6rGJbCbpSNp??I?U#sFh? zL9tGmki$TRz&38(CrL3E2a7?EU||{1fhXj$wTX{Py?nYH-30r*NO3cEjsuBiKxMe4 zU^I}i$;1cP6TDIXP6}`#iT*Hsdl#!MV=!zRfMgkUYa~sFPqo?IiCDmWiha&T$CGg| zmL{9z@wjf4{Wj1X?4=GEicC_hDK6l|08$;G4~xbiOH;Oh;VA9IIV?s~htF;i&AD{4 zy9=L-v00d({!JM|WrzuwPS2BiOJN2~eX@m_A0hPSgS`oXYni&xYI0?Xy&gxXz0>(+ zERI91D7>jwt}j3>Q_$`DWh^$OvgbX3`vcs&$&Ep0MMaFRVUdC7CCAZsCK8SO($$yK zVT#{%d7pedZt=cYD+!=^-qICNLzPm8lrR?-e4@c2FZhH+AMl}~LdZZgY@nh8if$5V z=>3C?h~a@a+{Yhc%6M9O0Zsr*RZL^T^y~8Ved*}HHT!9*d3y8hWBO(K?Oc`N>F(;2 z9&i|w0p4%ZCP@<4Lj6HeG3TtVqg;>Ht2#;vz9vhBv0-=HcRwmPIOjKth)}C9H+5Ar zLU--xoSEGV{Fh0ivPS2}c0P|mV`{Zox63Z8J2VRSb`zs+BaZT&>J|)KFim8ycfCm? zRq59y!!hYsIm4IW*C!k}g)j^zQt!L<;n|j(8k}zi*F_p2@4HSiTkq#XgHc$4Gh4Fu zkcbbN^wrVu6N*A(3o`EdMVG)g>4;z<)Nrl1ZtegEw#t8Osj%pIl}$E$So=iVa)@9K zO00jRHJQ%rs8G}UmgvafC3qGQaR^L1wAKSO+5FoJI-SY=?M<$QhK!o+QWqK5`n2{JkG!ufGE$GeWJ26VBK8y_Y&YjQz1k16<1pb1NS4ev-6?jT}E@b>DrXB z+aL0&iv1r#tcr&OpcC2GlR#?ox&CTG#?eHL9zDNSHj%64Jfi-7+hg@n-%4K(Ifs0> zLTBiVy}_IiA%DOG8|U3q2Qt%AK!hdID9k}cqg=#W5svuL+ak6IlezRfLpe=Ynfq%e zqV*DVjZscauiM7eWzVNgvQZ88T8I^qIn?}Je|S>Yx8TFmpE8X7Ivv%kj6{(Z)0Rqz zA!laaK3%(lM7ttOlqL*d*srT~))j+Z~8JU?(b zh2|_Rpjwa-)voajaa=4v)cwl}aG~ko)KOBY@DbV#%_~?!Nz5Sm+6s0G=hF1b<$sZs zqRO`Xq6yz#+4oqkh$)GXdKdng*XMrF;Np@zivP<2$j(D&foJ9Gq+C)E`Y$@6W8&Py z-ks=Y>OGL6(Bu5*j)xEDi|0DBL1OwMQElvzm5yP#Hc{qQHodTbjm^b~%Qjp#Zyjd= z0rN|jQPn~Rbt`B1BSmVB(I8ySS#eY5wqSPrA1*y7fMpKsK#eDjr)%HN43ZhD&hjj(Z98EL2=}~> zu=6Ab8Hn~JeX|e!u$(XSyg%8<<^|1QLlu{8BTt8(EG#qY*;-p6leTzv{H*K^`i(iV zzemLR)LXMKkfqI~1 zFO1zk&nIFo6~Ze`s<8F@%p6a^FG*le3fj5tPlp}s42|AXdbDOz{x8M!b7U@{5H_%he zi?1_Yg}9&~Xp<0yJqOLFU$f*|<5rcH+wDw$I$zf6dB3-+L$1zhSv zu5B=27plO}ec1YZpwTL=-znO64`<%k>}u2=yn8q1ur6&-`H`zPCaM_4TF@K=nnm*% zC6Xbcan+aYPzb#stv)TOR)wihbAFb-D&Q#=j_(QW*(=C(4^ym(e~wW( zN`T!Y*XlFiNr{Sxody!fJq}4m@g*TiaR!jZatrMO8q2dkG;%O%$JnJs)^c=ULU(=G zR7LTO=|yy1hBa=J9mU~~!QsxTlV87#oQ=3ZP&OLrnGW^7NV*(Qy1(}9`ZZoE8H==w zblXA36>i~GNX!7%MyfkbQGp$IOMCwtXXVF`1$#hku3_)Zal!HQq=bQe6Pc|ZwGXe-<;mFfH)XB&gj>k|3o^P5@vR{cdnoH zbogJMPklz0?>1^HR9}(mWKy_kq*va;)LmI3tsbMOr;Ul+bC+HnTI~u%L3zU-oYpU( zt-Jv4CRZ}J_2s%8-XeeFcNX?JEff2WmY0sAdgKdww$rx8%)ZgP&o-&9xZ(ELjAfi? z6%Z|a^+Qtn?bVmdHM9DBQ=FMj?3wxpdWzL7S$4@<)n{`iQEIW|dgC7=l3J!FNK%8w z(!8S=y+hvIGt5L8za0@}H^vxjQMuE23sPuQ7PKmkUJzTv84lajA{EEJP*iwM+`+O? zc~)t8NaY6cjnsfr(%H{44*b*WL{LtMUchnYWEGZCuUq)kY{|8GKf=k~s0f`iB!5?? z{7l=7n(Xbh``*i|q~M{}*d}*PAhKw_e{o*Igs9?LUM=a_b<0EeG@#K^c@LPr_BeL_ z-mg<@+>C+BF7((4%9dmJ4W{vi3dg3(3n$QhZ1vhG?n&*q-|2$v>k;H~e~NmPAi}%Po%&?CmE-f+VUip@Y#shX{-P^%25`OCRiMHvhjA?IcX(Ad}8uJS; z^j!C0f9;yHEw#B=-RgFVc#HGll5n)f#mneo_|MVoPRWdNEd==hfmx;LCg_bA>3EWS z_pgGaR^I+Fp%K!dvz6x)7lr!)|2#Poi_M{%u5CPaxJ!C}mjMY!)Ncf)_@|Z(_pGRJ zF0^RqeYX==FH}PJ{e>8bY;xQ`;36U({FI(AO)dfRt8UTXR^i?Sv*W7>cB*+jKFqeR zY@LA@4ZXDt97GX@6RJ7W?<*qO*-r_))oP3NRj;BfVjvY#Q`3%JuwDx_BHuSe7x zGdSA7Cn+medGiLcNUSKj-+P4^<&tl1W&O3BZgi_v1kGy(i4lsMIxIyOL@LBqt1~uK zQ#4+@9vUqa*SR8D)6YJXPJEvXc%$dR)XF`~P<4Ni(3p>XTHF2Xtpbq@{J_rkW5lo3Kt>*xet zp)-_JUsRJcc~V|2dAS?5^Ja?)pM1y0 zxCHewBk488h0zOExEo8j;<*nl?tW@{Ndx0Ecdj6QEzy?mG}PHyrt)?B5*{T*7>*%r z;U@nKl-Tk;zMXtLFZ27NS(u6qBB+)TR(!Cerpec6 z)n(O-K$UkwF+CC1+|7!oDRlyQFWpew5XvEZr;wY5?)0%0OA%50K*Q+^Lwiny=v@zn zH8Upyaxoh3d$ST!-bxW-f9MYC#@jOunaTh*SH_*ZrOddb$`1kFJ8WR7rh+>DjSm&w z4+=lXTIX}+w0rE%81mkS5=MVddOdMzl?htd-K@vwYM(OH_Wu?tHFTr$DVQAe0i7Ft zaZu5d3kT$2 zcyep9YT@l)Cjrbb&h>8o^LGpcgu!6F4GqR^e+}qL=aQB(h5I}v%z>hnJq)t5V-@g& zs!Gc1$_8W$T?(S@dZsIU!%g!;*C*j=GY4bMAY8cPUK)%0lA+e8ZKfCndH{bYxQGe5 zp;!voajz})3VtQ+x?PkME|vOdQTwHyKk`8CiSVje*L4KT=V&nVH05mu&sUU$Zk1R& zdEj5RBt?g3?2^l{&mr;eWd*=qC#o3IpZgP1U6DPnl{KCuqZw&sU1OFX9nN0RK+&cv zf$nmdyez5vFv8bRP&doFJ-+8Fd14gEmRM(fR~HTAr}@x9mRKu+$l{s^V;M%1vRvaXLW*>C~mLaHDNCtE6*NJ)Tepqq?n3W%}{Zu+Xj}x8i}K zO-2Bl)sMwClFUQH1map1~oz|TRC_9XySCZ8&bSgdLZ5h0JV5qs^y9{|q$mxFI8%~&)QE;{8Tcfiuo2H3E zSNzgNCVr>OEV@!n2?B&4GoEjB&Zo^C4FxN6T^T;?JH$Mqm7~35LWQ z=oJkxN?F3`gODp!WVRZ*h8I?gb09uF7x-~$_X`2`==jTlwpaM;Qpc?F;sDX7a)Y92 zu2IUSt6ZjG&vP=@$r;@?t({#fR1$&fLWSjkHP)@DmRtM#?F4h8H4&B{eWp9y`{n4) zTf3O3wTPQW59YETFZT|u%j)x;PQ>b>f_2SrGn+-3#YfT=~t4PLqX7dp2n?HwKKx){BE&BI%cU`JemBjSvJ8BV0I`>6BvZH_(u2q*QTTzLJ#yU3U% z!PooIT{NkC%+$CVTz72|KN1H1P9u?_2FJSFf*0JfGV?4sS_X|9S90c0)WwK{RD$QB zC^zfqKHTL2Gl|dnY2^IaUp_jrNYk$3kv41Ln>7Gw*HdB-j>j@RQ3PL=bQZ9N&} zbP>6gCA#2#ExN7FUNsH9IQGGy8Q&6F?@}*ai{D&<;*^ zv2`=ZzSWYZ%W2lO?@j$a*xazQUaaSzLjVAn^0dcTc4Jmo%C-zUEHQ5HZ90Sc`m+vX zuDYc!GDrny=<#=(wXAD;42(##j_2BfzfNykj%fwk<-i@#CfhW}baiq!+TOmS%Bnax z57jMpsnQh(@xm5o#QmR+BWIjaJqs<`yB2^q)Hg zppY`gE_UuFE*^IUZ|eziL8sCtWZudSx{JkRM5gdj%HOKHPL#Ed_Oh+3Xi`yj6g#|E&*bD{pZt1K8Bfb&iWHH zSIc;ahOzG!ZEb`xjWhw`Q|-iCX*(a9HH-QpB+WKgFujeX>;{6~l(2t4kc}x`UenaG z&>o&jI1r+^xf^Z)UHnXF`YDxGhG~G9? z%yFzQbo_+S0m3OR_^&C78PLL$m@+d}LNPGhg^=Hz$>YJwjuecjVYvQSp5ribKPw@w zrv06#)6HJsI`nGXE?n3A;D0ir#2R@=e_hNkFM&f5ro-iICL&6L&~3~2i+&`&YXAnH zFH?j*Mh;W>j>-E@yfLDxM`VkSxM2+$D~fl1Z8$7j)OFjAt8e!+!o7nZe4u(qV6ZS#>)3BOspOF`Bf}5v6SrC=($pPykf-+vH-E< zaR9Yq+b`IbTikevv;$~&rrSXYnuH3b9U(IbuG@@mw#fdkL}3ue6*rRRuoQ1oV0g9X zcgo&`8?@yRMjT}0P(YNY5>Z`jZu(4sH*YUK(&4<>TeUK2H@cVVb|I;1HtktncBS4;m+ zcY1fS?8st{{>_|X=Lu>BO?W%orQ%5C^c91d?&PCkkqYTMRk_+|HNjdoM+|>!!lJ5o zDiUs?*d#0zG zu--B%N?fZK7w=JOzF*C`H6VKL55Q`?%6Pf}~?U ze;{wj#jT&L0@K!EzfrK8@n|z!RSCH2iB*o=mmeNyS6VcMdH^mC~-Mf^TB}wCclCYbe~2ZDPAhR&v+vrQ`o!dQo1>p)1&Ce4Xr0N*~2-Ps(4O}h=kfsi9#h zE?jujHdrXPR?iCaK3rl6SuR=^>Pdp;Cne&l%3f!GCn^Jdg1OfYO%ahQtIf3w>xc?#k5XBqD#Mvcspm;0Ga zHs;3(NXPGjOM3*M@tX?s6zJn2w74A?qJk7>QU=q}Zpr+mi%+ef#rles?u;J`@`Q_m zWR~Msf|~@R_#3hW4Bc7f>CTo}-5S9y3Yj7f3@SIzqAeCmNodd(a?KB{BsCy(m3TH> zbG(;6`gfe)a~T*t>vn_(FuzGp2t|0KTad0iIv3eHdgin+=xrA=XnWV-c%KmQcF2rN z%a|-$ctvWAf z^HWauZ~+6l3=wF-(F=QcGDute7we$sF|*+lpe9>!<+Z`QU+OTz05=lq>uy`zwA1o0 zK>U&j8b;NdVfA6AE`1eOOU8#9g*nXVlr(ud)kgEgyu+~timhHVR4Q{Zrx7d+F2B|u z^kPRTfjSsJtLxGK7o_~l#J9OVE^{J_!~=2$Wt0Zaq8*e`+0k1(a*u{al#y$eFf8a2 zhzreJfmA?8@;`9yUpOc=%F`@0@EDOJ`8oIdUxg`)&-EBy&tGNnD^$(_n47n_exAi< z$D7gbrj2!M9?DtPbh6ft)VaO!%tvFa z*4|?G=@qKNh@ZZhgv;A_^7BIV=yu~(DSDK`bmZ|(%CErZ9G2Zsq}}A;lSQ(q1vG|M zv(aL^gxyrH2{SMuRe$bcDd_x;*eu0^GLzx4>?>{RLr1%jpK}sk2+taso?bf^dU}|L ze$%4qYCN`Q7Aw5B{0rjNDb}-(pe%;@iR>2Uy3NN%m1~=A6Ak<0GeI3U8<_-2xJGSs zWasMO#zdp9e4~N$ct>!yk5b1!SGm%1&uTh3rDW!52;kBlW&-%$uO98>b)j zCS|t6q||4`-JMf~ezfl^y(=*Fa%1BrgYX(Xe$luYufrFwcEw_6_K1j@I1ysO9q zSJ~%psz61c2{}6(-3XH#-(bT;gNJB`Hn>w=Kz?ufWOFmTIE&3Za2Yw#xSig_-$eVg zQZQT7_4Zc3fptz_P}?8i(u=EVxz*U-^q8=1hx)xvuDpCV%YI0cL9(8YK}s9`ltZ4* zJK=kMkHnWRg+HBr;aJLBKg-Esl1A6aJdho6XL(%XI5AP{S^nmevQgU5n&PsbTVEwxdlMVc618a~}@1&8sn3q1XWi#g8@7b;(5q3e%C z6N!L!ZWW$=lLB9tBNQmQ0otjUGf3#`(2ttOH&X`s5AX}oL03AyY=WA8F`@2?@=mdW z3)%Aw!YXQv`V_>%z?4j&V;ma4T60|Mf#PZaU8-91*iTpX7T9dgqSFD>&ET6F(KNg9 zj#lRFq;>(_ks8VIq6TZWYv_r>FHz|pFEtUhIg=N)UXL)~<|o`!OpYY~G&F?)6Yo=#x2S+K#IIU1&>VIjlNU5(VNA4+6tog&?Z?6IX8 zuj;3DMC|3^;lt*KGIK)w4aNkM*1jJ)`k0bdyW2T*2kEqI$bM)p~bM-DG;Z z_66vhPEW4h=#m6XK? z)N!`jqX2%q@WPj@m0QqU?+EoWjcZxm!s{@6NZ&#(n_xu_g9CfoxsL`fSlkTXW?%Gk z5gK3USV$D|Pvj*zlJ&C7n_AdebWf>hT8?Ydh+>H5(SS~KPfJV{U)FPu@%+snLR9SB z5Q#{bp5xW^Jt5r5pro6V%d*|8300kbYM|UCp{-_QSITJW1JCf(uoUpEeAALkMT~0o zwX$h9xZhG+g`NUNqB`bGLA`TH>7!N*cyd1T4tX!i-;$ zYwu5~B?((9Hfu1hhXpm!p;~dng9nr?&l(YnbXPP|8g{dP1sm=pp$UD1V9+47P+i$; zwO2nyYE{>EJ~m*fP;gQz<38Z_YUj0Uev&#!a8MMEM?|ZUBwkN3-Gra5YSNo7tbRTq z{b(0-DY=M&A^?_rvMyY5Y>LPeO>ewHB$z~6cIYJ`fCn8THP-ek``BG-AAs$V!2`Sb z-qS(}Ej9ZZ{GjjNezlh|wcr=1Gd{PqWAbz`WJ+tUAa92si!>PK31*OuQtf^y!I8Kt z`u2DgE2}oj0|EjqPD)HfRloxKD=o>jNcp=l^D9jBYX>n8P|JxVs5$~X>}62Yi(ug8 zw)2bi=HRwpnF#hHduN^GafmcVh@h;={Ym?}!Kcw2z!54ZiVbCBBP8l?7sd+B$ zMqO|B)jQ4|uBHjtf&Dwd<_v_TUWy-y=NI&W#1ogq(O&D-=YjEc0!D29`g zq|}g=nkuGb-lJ33d$6e_i*Q9X(j(Kb-NbrFeKf`vK|#u!)hu|aM1)uu0lr>M*mDmk zZ{c?|Szvr>0IdoRQxI?1IbfNPQGj;`D#fs~zl`Kgn$5*GH#0#x*&Z=L;)35oSf6ev zWY*FSW8M|1%SxGd8LfO&?*1xJAn>qckB1D1l3tKFIng61Xy#C3`a&g?G zZq?f(J%uzNPG%s}ufLl9QFFqJ}UZz$JzWLJdba_`fa$4R|8uX(eR_mPDx=wJx6?G3MJ3(^ZQ_uG?I4SXF~&SO|9yC$w7(GG2Ym!Nt#$5(Q>JIL5*^QEJ- zB{KZjuNcqPrwvy__s4EyuW|x3{s&Om%n<2mqA|;}ZNnNMlRk4|@pkb<55=Jv}B#ace$ziB)U&YsB@ogya6?rb*VZRWD;B zJC)Vh@sj*sLvM&9mOBa}7MLHGq7GO(G!)nz-Hr#!cQ@SY0y>pab8pF$xvh94-9{pw zo$R4_L!_K8Y@RF&k0Xd!G6y$pwrdWJL_qatvKN6Yeob3_$CsD@xk;^Tq?OZ`XO=Vm zfQyB$&po(yr>!4VUi$km7ES7B-yJ4)5;sy8ixB0r_KXD;QDgPRfR|AQNJVIDV$?_& z(xI3N*)s&xew^My5&?w#apQUB^2GImNnE9COINc)LhXFi9W7zksCh|&9Vf;J!683{ zbBu+S&tE*-F}bDpK%K`bQJm?IO7q9@W?YsT&dKmb*ebB{Li>E5YSf(Gb4FW;Jn`7i zc+9^f^II@kP9@zq9(&EX*Sb=z@$_oxO-b?0>wE)&STxX2cjSK(1g3ec#z)DiUDFt? zSII*zQtI*qO01GcCxv&1zX&@6u-;&gq39hRWA%&W=-0Pno9HZ^>H4G7QTAlTNK(j@ zsR1I`qBo^1*5Hj=u1t_E8TwKkH}{!QFnsMM43SqwAa7y*Xq|=H91kxW3!LNAU_et~ z?b1T<*jOiE1yOaUmy96RgHtd4?3aC27UtR4gqG|5(+hsdQ}T2JPm@?%nND(I3mN`+ z5c#9+^VSI8sVpzT@T1?kMXZ7hy8YCIzm&nWWtV7zMfs@XlmxCVk&w>A%8W@s`9OZF zdPDH`EXZAk+om((q?q1uHH^}kW>=Zl(en0G+jEA?GgP2ZN}#)6d9iBH8OsFOkyY-o zxit#6Tva~sjWc%fK;aP!B(!9y0eE)a^Tp@!1LB=Xjm~vZ70}n*1uS1`jj&qvs9Yb{v-A7tW1)uLqe?8Sae0S}fBz*yluU zk35G3JPXn`@<@cLHl5+Y82OS6xkB%ac2g>u(o=AR?>}N` zDMLiqh8!yif3Ckfp|rp|Ga)ipsvbL8wg(x}MzioMrNUQOBqXz)`4e;=kz}EH4G9|x zHgq1j1)M2V9sFi;da&8jWRaiSq~}CsOtBxCld%N8%+I9L8d^< zZ;x1G)!80bOa9)uCjq1jlRRVjCXTa|HZYD~zWK%HWugL)$oRFb@YRk0dsy=X3~l6w z>T59MfL0W-)56ePb!GJ}XL&7an|NBCf6OR*_4{1Gb~A}D51kV%Ma`uCzBakUFMV>)H~FIz=lNQA3;5`p zo9MRQd^-D+c5;SGIp@4Yr{)Q>r%qG4;c)ra1esP_FI%_N?H^qvtAV@d51hSrwasic zSJvbx`R((Z6;AYqtkb=*Cp1BP%a&UP?kkswNP&_`qZLqNieej<+9}v)|KZ z(Q)^q@*mg#vMZnaICuBA&YfRg#qvn)oVjjZf069h?`FPlQx-ptsSf>PR&!UscC|q% zuWmw~!m8)7>rNRz`nmhadV|n&fw#kVERM^aVR-H9h9l0ccU!+ryLDpw(z-owtK;v* ze!SYBd5VGEy-|>F`_h}!Q#JntS$_9S*X)no-+SxcjthPLyO)JObYe98c&O_6E`8lC zh5f(lY+rq0@s<9ucZu!hIl;%isjsNm?7H*Yt?bJ&&2AqI4oo?y#(H||#loVU_Iuc5 z)K;pe$Vl;STeU@W;(6lP%hROTBOFhU_%Zklh*yi-ll=Zy987 zL|O0%v~sn?jmpVa{%bW|t6Gn|_!y*7MxQN=@oUA$z0bBGFUSRt39>S;ZrH`@`1(0y zkuK6W;p3wRv=+$e@4J2n%`R=WZ3zjY0oxTa{_a6HuV4?zg^!PZpLH7)5)fxYmxGJ( a{HZrlo4Ksu`}FG!K;Y@>=d#Wzp$Pz7is3l` literal 0 HcmV?d00001 diff --git a/datastructures/lfucache/images/solutions/lfu_cache_solution_5.png b/datastructures/lfucache/images/solutions/lfu_cache_solution_5.png new file mode 100644 index 0000000000000000000000000000000000000000..1ebfc6e9bc9825924b78ddb5d9e4dbc65a1ed8b6 GIT binary patch literal 29549 zcmdSB1zQ}!5;lq^0RjmgERYaf7I#Zuvm{Bm@!RvEd;gAP|Lx_+%g;pb8)$AiutQ16-jEIsF0r5HRHB zl@jLVC6KZ**E2NHg@7OpcMW3~h5nA_(;6p46Yx$&#e^`g>#hGSsSXb^*dLUXT>~1YcONLn-x)F#*^4opc|ylN499mS4|>*kDwmBp^UlvF4t?y5n_Xko z)s!Qasiq{8-pLLj>-rk@Z=0X+bv6e7#P<`g*tDSi4>|AH)?_`Z-}<0hU_gSF?yL&Zo!+R5jhGy*N$(`vOlHV(ffteXRLVjuTyUFJ7s} zi>8^1ohga-=XbGF_U!zs-O`;1JwV4Q=qd^8iHk#!1LyA`ApHy>V1P47;DZf(ARwS4 zd?DTf-zdO`FAeJ7rBDTF(EmP%{Q6SyyDYD;Fz_v_W2LKWW^G_@vvpqz1>9=dP)^B4 zNnDIg$J~@!`YOn$4FPA}I3I0*V z#+dV~lDHHBuep^j0TVS1HO*Hpcme_f4y#{!Y%+WT{}Km&aeg(hv9VwSf$Z(=sqN{h z&8_r7w5+VGAR0Ol9UT==gUZ^`%tqUR%FLSZpEvpUefV^(b*v06Yz)oK2wv{1{nOmm zhV$#!mxliH_s{3lbuj#IOJ>&pdM)4uK`$jBT51~5f9?&4a=ct+lQMMBHBsg>GzGc` zXoHK6m4@RV_5VL5|84P=q|$#SnONvvOTH@ke@n_+>ss-en*vSRaQ#;^{}O&(_%A^Y z(94^@>WP1L^FOWv{mcc=0s4>5xZqDMy$K;8cp!xNzRNj49wx&kp-(;Z;5Rgi${0#P zB17_rW5~hqi<$5t)6ht*fztkHJ$^I!DE&T63Jonvf^6^j_!yk3-!s>2Z-27X*jRhx zct>fkHxiG!63@DmeABce*6@ii?2pI0{~kPX$U^vfThf+%JTU(~+P)I-%QJhuuBU_& zmVq4;%kP5%iTv^3M_5LI^J_T*N;n~D#KFOgAO5cz`E}{5H55myV9{W+*Tf%KP!@;@ z`nlHOQ@7@elTo1ISunI%Z!MiEfVepnPcNm+C*IIh+Ltd9O)f2)%On5m;reK{-a0ph z7a#J1RW5N0hq9tTt)A|DYj9@)&X8q#y*n_ROqO`ENSPi{_Oy84`R2HLdpPk5_udyl z&7y$U4~eV$x**SNwhVG-B>93Y-N4^wdk8B?sp2y}dOep)0oq@uUz%m`x&1~fTOQk} zi2nL>HfTE~g@`67h2KhdLMk1oz))H<=if5Pp=hk9nW~k!mfx{HDf`KqR3aU)ioq-U z7L!=+CE!fy5y1wmIgftrU9-6rI%)(}NjYAJK1s{Ps{*fETq~Js72+l2e0>OsQS!#j z6d$%4?gu)t8{}l3zFAbn_dd#wN~K$puqCAwa|7fxbhsa9B*8QRFcy-56+mG{C5!9z z*X29C#Cb|h(8gvsPq(p$47v*^;Zct&8)~1{p)&JIydBo9%7vkhc%ts*+dU*<)Qxkn zfb^C8X68NxSvTsx6$fbW9XTXf!T0Xsq5rC#2gZenfPYF+CV&L$E5W~yk8)5la=!yq z<6rCaR)i;@pfn3j@|D#P@wvMOb|=o6P39Zg42#^2wNa`6Jmm_U?>@HQy4!Vfz)oEHZtM?RZs)X*H2ha> zp3u8Xjm+04D<@x!pYb)CofvO*$y)o5soF%3JY;)4V^7|MB%=3`HP%86?(~51mi6&M zz~)Qibu=WO@gpv_DKwpjI~F-=oMU_gnxj5hxBT&sM8d@>uf>^$PWm&);`h(VM6{2ORlH_9^e z+lON_ih-1Mp9xFJn>_9T7W04|IWI?U2WtKb-eU(nwmcTD8TT*S)EAlyeEgT2dkFq9 zJ2P19W6u-lN>%3sDM!rQV=UT^G*UBh$*Uv7{)((&H`eQ{_d9t&kFdTu#}?F1^x?S@ zofIBP5_@cb-FK7VsQniDMogMYF7M+TL~QS``~lyT-?{VO9#)Q)S!R~s--(`YzCA~O zW3^K$JEY$BlnkagZNF$kWrozehK?Dw8@1eQw3`i6JhbR>EQywm5F=q6Od7oKZAMDs zf)smz+cj+Qy3$Zwuo8u>ab;X}2jTckXFc>G)~s))@Sfjr-49D}-|5fmZ-Ra)p)t5W zGP-+4arj!hb#jLGgIe)VQmaKxj#CCkN{wkxeh_&y5uXTsl)N!88XOt>ZB`2z%MtVk z=E6>K7}4CQVuJ+k*jLVJnpH&X|9G zlbX4`G56$dk;LUqJKpKCzF3j2R&J?$Kgk#}&NO(xuS0O39U2_6W@y78byIm_@2@I$ zVao74c)2%0>;B}DC7JpeokD@n_dQmTSO^}w?^>r{ro-7fi`yfM-Qlb!v3Nq7>84jyPJKH`_z;za^5{zF2P$rO6~vtFvA1 zj&)jrl*)g?BH?od=?=yy8`2lq9nC8&qRoVf$P~WyxXgJxN_|78Umn@e7zl=Iu}_8M zdSui-2e;CvCecsl&2Z7DVo)I^ahjrynbp8X@BJ0I-M1jn|Gesn=|N@eagaE>ce(#= z@#@=Yob)eoJPUE&)!uYV$J5}m8R@nsJf7qpp2iW&07Ab)Lw_}6$_9RscZ1H~1@se`c|D7qeR1lsL?^%b^_{q{9gT_7S$@>Jj?i z3~jhUY&M53^21qY_+m3k{}AHj@oww&u6%^Jas$vcF3az|i<{NeaO<2U`cO$QN?!ue z?`XH^b4SZPnfC)RL;efc@jG-fT@#Gg*SJq-za5!KppsYUOal!;+;qubJe!P;X=_rO zFquoLLRm+(s}DT9x=qPbj(05dxATX8*3W5-*R{8j+XgYteUfE)6epG|>2ZM>VphAg zT0VE1z+|ZAR!x|mFOo;_Jb53OD27w*3SDL#ID8NyXewb?H7ru4xxRb6`nfHd(F3>s z2)XTNPOIIer{n{~gB?UOSLMRBWh#^|1!U-T#lkZYeX#M;XRR|$yVL>ws2la|XN~3N zrO_`A7~*@6plAw3fl9q$9-phnyNhxxV6C5!;SvnS_Hns8R~Fg#fP|*JfgsN%5{;=s z`%5O9lO`5Vr&RF^j?Ml!Xd+iKQzly^ruuTV{dZq9MXc>{mElAY4SCze_HgG|reL|< zkqV_s)jPnm=*gGO{dplV_69UxDR7qAbeaxMOnRQ98M9)u^mhF%#~2*NJl8bu#-h5Y zPmv$A(7~VvY9uX4RKy~hAe9-7vntkr5xeb>2uEBYL_GY$NS-FQoaazcZtab+NM-El z9Gvku_%5?gtcLeft}JKTI3v$Zd(TvR7d;-swTblz!xoM1`b~MMvB|mlXM2v1s_3Om zh}Y0|JN*0u$Xr6Gtx(HM1FYz0znwiFN*Dv~P|_T**r)HeuFYjL4Nm5a?BO{&w2{u) zEZ@i7G=gh;l6J_|@1d0|q465Ah`{hOVW&&iHlZ4($39!uCWWM;sY|4~<{U7O3`3K& ze#KcMsYWvg^EktK-!)cO?ykAm;d+_lS~s`4s&!y)+$_#7J5Sg-jlMWf2ko9&$g4>Y zS=>r0m~sRZE=Y9UA;g9gIuqMCnKIQJv-uZNZ1tYo`dKb5wXV*S!=APe&a8Fq1(I4H zNGhM9lWMTAYdB4Ab@%misJU}; zUM#0{8rcquW;&MKjwi9Vf-|~ei5n!(wjz&t*@wW@rs|8}J1El^MA z`uX7pHj07Lnj5xRWtdVcAE6>yXW-317IF=;;TXee`@x}puq(sT(3%r(lTddH) z81FVK!_8v&@1EknO}I+nH8hVB%Mgdg)MS?LkHeq-GzFkjym{)zR8bg=p$aUJFU-*C z4N;(>%C1UTcDWdiVPsUTF>$zAvL7CFz*uzLNv=C6X)F>}u3dI2%uYN1rXpuNRe+wz zK~=icVB1+^x?lm+&D0xCDA)eJ@W;O#XN4|$y@KP{vXX-=8mZBWkmVPDb3D2L%x-z% zpE?4tW8oCyOL-iR*Hk`?ULXY;Dh__=3HJ@57;BKlM4!6G8v5*Ly74OG1 z2KihYqt<4bu4TIyM{=Vpx1{?7O5Np@g~%H%EL15--K{6;kkSm!^$SSi`7=!iujUq(~$=RPskoG2V}-6T!brAU0JERf!3o;x$}ER`NL zgV4NZG5gkz6g=?UdhZC`z%2*sno^!x-BeGf^K=d-)hjB6ZdHS8c)!^nk0q*rA0ltD z=RBXSL*z2Q^QLIo1`Wg|gU39>IOR0R0_UR6!v)p<}?~rJUp)tiIO(t&c;aCMz@_G=IVtlNPic({E4f%&S|ugM|R@L;#@wHePdnbInVL; z9*N(4Z(p1%fuPli`?6~m<#AEjJp7-G1UbaL)_tMl#rol-jKL9Vcr;QivV4v(S{;EX zQfVkmYPCOzJ4R4wGuA($hXwi+uvWt^E2+eGT8K(mY7+&>6hANgz_OogsozCf?JF6s zG5=QVji%CJ#8|cu7JBxWwSJ$}bun|83C4P4JXB&P`y8gpkh=%<;^}v&~or`n)dMLV`|Md!A!T3iA%Dtt8{& z^^>zxN3I&X{c%^FAakz3=xl}?U22}X*51Uy zaAmy9u{+PJt^9$>R2ADShe6eHS(=pyu@z7_G%n*l{}gBQ)MiR!kGxt4qnYS zKs3bCfhu9k_@bkI4ey@7eGcE?p>7GzYW9y?-sRjDoz|J6Ro^c*N%&D6LE&c&{oOt! z|AJ@ymP)AQ2O}b<56ZqRow2H|60kUvuKoL=C})okm`Oa&9~4 zS1&()=j+lqJ#W{Mc|J2?Eu?AJ!dGdH`^?`_z&`qgUHE=X{Fcrt=C`O4&WYfzvuLVg z$>+|R_`+T(*6h>na6)CY5H;IfBLOiY>f^oig{I@BMpZ*A zndlXt$aEI#RLoj4;)haQGJ4r257S~JjSjP*W2Vmh%k&`7QR6H;$_D53M~8}9SDo^r z=2kl1)9p7-Ri2KOBkwO=JKnojRmiUX!W;;$A1;$3S_n^|K)Q6B{XFfq<4j+FK!mzN z8h<3dTqQS=8}-8&e;Q~|jPisrZ%8}odo?L6zQ(aVr=(|Bn2yU*lx3vNRMIq z;Sst1F=nnP_;kR&K$;q#_qUxTRI!Hr-E`uQRvZZoBejop)n$%t+%%CGbhFxH_uPJl znk{d4EgMbq*G@lXJ786+&2?T!=&I>@b@G~=;%=qf{G5Son-D*I*eezs{?$~;K~J77 zQSEi>{L31b&1pnNB(V~$dW#e2gS8TST{+y==JgUp15ICI=Vp#&6O0nPTGq!$Hjs` z?I7ueI=E|cEG%oWNR7+Yd%O>|21hl{Y&hG=8u1zK<+(W96tkSgEF*R6`-|=8p_NCiQe_3Uk#m5N3z% zdqC1!*W4~+7G%by6&qxJ7N(Us!Tcfe7ZwEv&M6|tD;r54`48xKOdL=`&MOdaCTEmK z^Bs|_eB$4#01kaRenp4Sk_siHG zOpAx1MoUVHkQ0)irx3JDeO@gKBT3KbZtdz?V9RNmQzJnpvTLc;SsvItYSQusGc1ni zN-;bC{OC7;f@+>jxZ&(%fGSEM6KdJ*zohC}x>5~pD%$d@ASy!i({6@~{*&e4#Ln&2 zaXXb4+M;Yq^}T!T0ZX%1NXlts@#dQgXdrf>7L!BLkgv;9GljQ9Xun06oa3w3tx_NJ z=PGpj5G4yo&R)$$*5nd}6uPwARrxPKpev2z5Dn#M!|Wfvvm9 zIBc-AEr_6TpQ_GIPlk*Y92n3=;i)2zu$s8a5n1jnoaTsE}UT9uas|=P%f6~2*Xs{*?#LqlR78-OV8Swc~-vM z=<@#W9KN;r+!D1QrukmsEkPa=u}(XpQ_VxGkl) zrCXLV5%~VPMgduV9vyZ6V@3E5ccL&Ofy>pYNTYdvrz_*jdcE~d7(V7-gZ;k-c@k|0 zWh`Lb$yAzma}`7t0{U&%p+)a&@D@UfDtpuV-dxbW@mGWr92z`}h@`zWa9Ny5ZAuCA zg$5;#e%52wtTfJK8q96f>fgGkb6eNiygdo@<4TSaAUxuzK*z!e;w?YA7$=2XDRg~Y zg*0Ke_%sE8$Zv|puvXUNl{8w#wyenmNdFCs{sSL%BPPI?=Z2QIdff+4UjPu58#g-O z73ArW3LxWG^io8xk=0dvpbNpB()q6ya2pQ*rvHcC604c$Vwibl6~Nq=Gx*eJeGo9q zw8nl;7HV?u?_>OdA5Nry%V;#s7m~yZ9quBRU2oA2wK9puh<>gO1()ux&Yc zL8?@vndck6t>H)#y{2hQsA9CK!WOxF7_%l9{-{vn*pqVAyZB1I?^pYbVsRR!4ait(iE>x& zjSV1|pyJE9W0`LU4WN6A(9RyXz4RNEOUf?($=e%pDQ9?(8F>-EJfUEv>aDgIps%|8 zQ9se2DXwm_PlzSU%8#XTLl#U!!pDlq(;2RBI<`V9S3ogW387Aj%M+0VLm)w$CPqmB zWow%g`k?hv>l7jwKGmx4urW+l#{u=*>iRNiTn-Yzs)&}At!}H&e-P_e zjA*H81E!&g5no<4RB&Z&&~h(AxonRfyk? zyXnn79nQu%ByE09zKu@a&P4Rk6d>ksKCw$X*|_H9+?2nuSdOIxrTU3tE_HS|j;cB{ zJEHx)Q%LJQYAe!2ng04CmB?X#g3EEjY+h_i zPLBOhqjU4oxMdZ7}rcGoQ4uY5Gp4RgIw<2 z?>C4)!oTuENgZ}YKK>KJPsN_-s(d#jO`aRN2qDIh+)-nD?AUaJD|HC3b;_6N9p}(F z%zI3}GYTm?g!$QN>8+SZ)|h=Tj>N)>8$=Tr?Q|y;PLy$C@+x1|1KYQMM!>UmtHj$f z!r41nWhRCP0HnEmCpOJJxYf>cQ0}9phn8t(0I*rB&-j?tJK~~)`>5wvfZ?A|JSz|; z`}upU!v~#bYOPI(o71S{;0H7%2E0#NpVXC69WK5+7=IND9XPKX_I#@erLy>;$x5*q;`E8p5|tR-+)3rK zvn=}wJg7I>YEBnZ;%^_k_|tc8q!7;o^Z+@iM?^U*xP9;TgkfQixti$yctJ$M<#!MR z@gcq{^%$Y)>JtzDP&i;)&ZRXcd(U9K^|*?9_!CR6x1lQr2<)GAvpi+qjSJ(3;brRi+>)ph~8^?wg-JkA%%o=slxofkl=L|n}hFh3d za&Y=B&uizJk=+`~j!u3&cnx;VEHn+#!Z2wvyuTBmfAgC#Dv8!o%uAx|W+_}@B9ozsbI zAWzB<%xhtUf=ERw)$sg*82pJ$reP$KpMl&hG>~%mo-2_Y##(uoQX(xfkuB=?nbS$> z7?whzs13+xl$*@aQJDHpm8dTS;QV2G^KE!%8P;mYUb12I-Nh+-dFa_%X7vf;1ssnc zojzm=v&f3JHQ`z1ukf#jWo9%360uLmL@f^OZXO!+0Wyga$J+UGgIZ=+D|S8QMdp-+ z7r9WioCdk~CoTY<&l5d=tuLWza*(2$$BGGpZZg331pr%C}=kQ@H3HoDY3`Aym6;TfwYVm;mygw)2vfy-;=N9|MiH2BOD+l)02PCy=5tIRg}INS2x@5d5RX z<&Kibw#@@F#u*}dB7#U%1%5Y*OjasK42x2^0w$T=zGrVDS2|yYXi&xJboKk@K=dG+ z{d|?7!YA}q$BXT?-LXuiMms7DDi!bUK+KKFeA#kG!9(B7ERB};08U-=PQXOhg_OmQ zU~lzyxHA8}*H#tQ-7mzLPcDp{kY^mG&72j;|23EZ zIio=4(TaK8?GqSF>wX6*mSTu@VSvH)A<9052^1*~*)V)7%VIOSX2umMM~NFx+y2=% ztFS${8P&esa$TU)oOfdFgdV=bgSrRej3A7aLaNe@VRFbC@3z89(sp(F$9DD>^@d$V zzxCp#cNYErd#X$EAF?QcG&8=g z_=0S+idGKKsaSSOf1W=4$xta$qMa^BGAGkS&=<5EUw6-X>s%1POfl8IB>EXE1 zV5Nog4HB*aSz=NYKPD7;9-4}r`b6$lwQ8-|^qu{RYi;#XwXvcoR*0f^-_jP%qFE*f zr{S_ohVra|?0_P4!w0&~2(V|j`&{qi8MmujN^55g*Ye>{Moz~eC5Xxe)?Y)vo>S;P zSk{RmU5Mc>BK*aitVYVGvd?*@3}~!PzsUFB-5ZOyU7ft?(;;3`drZG8gkQzK>FyUXXV-p42Iri+Nb=UaVKMK zRl_Y?_;eUPY4HNCOHJEv_Q#9c8uur9bZ-&RNIfW(4<+bydV)x$GhnFI>Q?!fBR^3q zFO=+by-5fT#039xwH9ZXT&Ri>$1x_B1@AwnM@Y?3xjo^gr2o|{ydJ)`c(l<`w?$V` zViiMP(VSqE__=WSPSZ%ALLKzM_T-~M_iV!mm+=V_L8CN;Xp|^r^eL-ey|4}J?%<8P z<^uJXGm_M@D%_YIO)Kw~lA9Zddskx@`{BgvxX|_S)zkT$Xv_Sw;6!RvX-e?}%-$I8 zdF`z(_P_VrGIb>lhC`Xk16YB?solgkpHjK$HxoUa(GuO&Qswx(x z#)l<+J>Bn9shF5>b1W6SR)^Nd(U%5$eeY}N?3R{zn@+~;!|-6iDfJN$==OHhXh=Ag z+l&{PR+6G68#)HPf99XvlgptapXNO=Khq}vWDq@41rq3o&K@(VEm7#Dwtxy!c$YzP zT_ZS!n98&Gu{ibBkP51DCf}bn zn5*d4Qm74kqk5V%9#s^U4ex28Wit69Ql+=RYsSruOq??6zHeg+a*z7wbYnLhv~{c8 z$ZfM|o3zpLn8GA-d^!^hdoR6_sxl9Lj}6P3pHE|g&mfsMoxN#!x;Gy5Ndw#oJv5?Zbd2!lv-FL>n0}qR z)*F4UOUcE%k4NL9LvD;Wh|z>Ct}8Bn&YXCP5Grae(N}{IBPqF6Oy)~y5(I0|BHDhp zOMctpkMPcO1);gKy`5n9k)&