From 8468109b7c685f9bb685229179d53a939fa08884 Mon Sep 17 00:00:00 2001 From: zverevem Date: Thu, 14 May 2026 13:18:29 +0300 Subject: [PATCH] [1] zadanie_1 --- zverevem/lab1/docs/data/experiments.py | 282 ++++++++++++++++++++++ zverevem/lab1/docs/data/graph_delete.png | Bin 0 -> 60961 bytes zverevem/lab1/docs/data/graph_insert.png | Bin 0 -> 56441 bytes zverevem/lab1/docs/data/graph_search.png | Bin 0 -> 59008 bytes zverevem/lab1/docs/data/make_graphs.py | 123 ++++++++++ zverevem/lab1/docs/data/make_tables.py | 34 +++ zverevem/lab1/docs/data/phonebook.py | 195 +++++++++++++++ zverevem/lab1/docs/data/results.csv | 109 +++++++++ zverevem/lab1/docs/data/table_results.png | Bin 0 -> 131071 bytes zverevem/lab1/docs/отчёт.ipynb | 163 +++++++++++++ 10 files changed, 906 insertions(+) create mode 100644 zverevem/lab1/docs/data/experiments.py create mode 100644 zverevem/lab1/docs/data/graph_delete.png create mode 100644 zverevem/lab1/docs/data/graph_insert.png create mode 100644 zverevem/lab1/docs/data/graph_search.png create mode 100644 zverevem/lab1/docs/data/make_graphs.py create mode 100644 zverevem/lab1/docs/data/make_tables.py create mode 100644 zverevem/lab1/docs/data/phonebook.py create mode 100644 zverevem/lab1/docs/data/results.csv create mode 100644 zverevem/lab1/docs/data/table_results.png create mode 100644 zverevem/lab1/docs/отчёт.ipynb diff --git a/zverevem/lab1/docs/data/experiments.py b/zverevem/lab1/docs/data/experiments.py new file mode 100644 index 0000000..349e57b --- /dev/null +++ b/zverevem/lab1/docs/data/experiments.py @@ -0,0 +1,282 @@ +import random +import time +import csv +import os +from phonebook import * + +def generate_test_data(n=10000): + + records = [(f"User_{i:05d}", f"+7-999-{i:07d}") for i in range(n)] + + records_shuffled = records.copy() + random.shuffle(records_shuffled) + + records_sorted = sorted(records, key=lambda x: x[0]) + + return records_shuffled, records_sorted + +def get_random_names(records, n=100): + return[name for name, _ in random.sample(records, min(n, len(records)))] + +def run_linked_experiments(records, mode_name): + + print(f"\n связный список ({mode_name}):") + + print("вставка 10000 записей:") + + insert_times = [] + for run in range(5): + start = time.perf_counter() + head = None + for name, phone in records: + head = ll_insert(head, name, phone) + end = time.perf_counter() + insert_times.append(end - start) + print(f"Вставка {run+1}/5: {insert_times[-1]:.6f} сек") + + avg_insert = sum(insert_times) / 5 + print(f"среднее: {avg_insert:.6f} сек") + + print("поиск 110 записей:") + + exist_names = get_random_names(records, 100) + non_exist_names = [f"None_{i}" for i in range(10)] + + find_times = [] + for run in range(5): + start = time.perf_counter() + + for name in exist_names: + ll_find(head, name) + for name in non_exist_names: + ll_find(head, name) + + end = time.perf_counter() + find_times.append(end - start) + print(f"поиск {run+1}/5: {find_times[-1]:.6f} сек") + + avg_find = sum(find_times) / 5 + print(f"среднее: {avg_find:.6f} сек") + + print("удаление 50 случайных записей:") + + to_delete = get_random_names(records,50) + + delete_times = [] + for run in range(5): + current_head = head + start = time.perf_counter() + for name in to_delete: + current_head = ll_delete(current_head, name) + end = time.perf_counter() + delete_times.append(end - start) + print(f"удаление {run+1}/5: {delete_times[-1]:.6f} сек") + + avg_delete = sum(delete_times) / 5 + print(f"среднее: {avg_delete:.6f} сек") + + return{ + 'structure': 'LinkedList', + 'mode': mode_name, + 'insert_avg': avg_insert, + 'insert_all': insert_times, + 'find_avg': avg_find, + 'find_all': find_times, + 'delete_avg': avg_delete, + 'delete_all': delete_times + } + +def run_hash_experiments(records, mode_name): + + print(f"\n хеш-таблица({mode_name})") + + print("вставка 10000 записей:") + + insert_times = [] + for run in range(5): + start = time.perf_counter() + + buckets = ht_create(1000) + for name, phone in records: + buckets = ht_insert(buckets, name, phone) + + end = time.perf_counter() + insert_times.append(end - start) + print(f"Вставка {run+1}/5: {insert_times[-1]:.6f} сек") + + avg_insert = sum(insert_times) / 5 + print(f"среднее: {avg_insert:.6f} сек") + + print("поиск 110 записей:") + + exist_names = get_random_names(records, 100) + non_exist_names = [f"None_{i}" for i in range(10)] + + find_times = [] + for run in range(5): + start = time.perf_counter() + + for name in exist_names: + ht_find(buckets, name) + for name in non_exist_names: + ht_find(buckets, name) + + end = time.perf_counter() + find_times.append(end - start) + print(f"поиск {run+1}/5: {find_times[-1]:.6f} сек") + + avg_find = sum(find_times) / 5 + print(f"среднее: {avg_find:.6f} сек") + + print("удаление 50 случайных записей:") + + to_delete = get_random_names(records,50) + + delete_times = [] + for run in range(5): + current_buckets = buckets.copy() + start = time.perf_counter() + for name in to_delete: + current_buckets = ht_delete(current_buckets, name) + end = time.perf_counter() + delete_times.append(end - start) + print(f"удаление {run+1}/5: {delete_times[-1]:.6f} сек") + + avg_delete = sum(delete_times) / 5 + print(f"среднее: {avg_delete:.6f} сек") + + return{ + 'structure': 'HashTable', + 'mode': mode_name, + 'insert_avg': avg_insert, + 'insert_all': insert_times, + 'find_avg': avg_find, + 'find_all': find_times, + 'delete_avg': avg_delete, + 'delete_all': delete_times + } + +def run_bst_experiments(records, mode_name): + + print(f"\n двоичное дерево({mode_name})") + + print("вставка 10000 записей:") + + insert_times = [] + for run in range(5): + start = time.perf_counter() + + root = None + for name, phone in records: + root = bst_insert(root, name, phone) + + end = time.perf_counter() + insert_times.append(end - start) + print(f"Вставка {run+1}/5: {insert_times[-1]:.6f} сек") + + avg_insert = sum(insert_times) / 5 + print(f"среднее: {avg_insert:.6f} сек") + + print("поиск 110 записей:") + + exist_names = get_random_names(records, 100) + non_exist_names = [f"None_{i}" for i in range(10)] + + find_times = [] + for run in range(5): + start = time.perf_counter() + + for name in exist_names: + bst_find(root, name) + for name in non_exist_names: + bst_find(root, name) + + end = time.perf_counter() + find_times.append(end - start) + print(f"поиск {run+1}/5: {find_times[-1]:.6f} сек") + + avg_find = sum(find_times) / 5 + print(f"среднее: {avg_find:.6f} сек") + + print("удаление 50 случайных записей:") + + to_delete = get_random_names(records,50) + + delete_times = [] + for run in range(5): + current_root = root + start = time.perf_counter() + for name in to_delete: + current_root = bst_delete(current_root, name) + end = time.perf_counter() + delete_times.append(end - start) + print(f"удаление {run+1}/5: {delete_times[-1]:.6f} сек") + + avg_delete = sum(delete_times) / 5 + print(f"среднее: {avg_delete:.6f} сек") + + return{ + 'structure': 'BST', + 'mode': mode_name, + 'insert_avg': avg_insert, + 'insert_all': insert_times, + 'find_avg': avg_find, + 'find_all': find_times, + 'delete_avg': avg_delete, + 'delete_all': delete_times + } + +def save_results_to_csv(all_results): + + os.makedirs("docs/data", exist_ok=True) + + with open("docs/data/results.csv", "w", encoding="utf-8") as f: + + f.write("Структура, Режим, Операция, Замер, Время (сек)\n") + + for res in all_results: + struct = res['structure'] + mode = res['mode'] + + + for i, t in enumerate(res['insert_all']): + f.write(f"{struct},{mode},вставка,{i+1},{t}\n") + f.write(f"{struct},{mode},вставка,среднее,{res['insert_avg']}\n") + + + for i, t in enumerate(res['find_all']): + f.write(f"{struct},{mode},поиск,{i+1},{t}\n") + f.write(f"{struct},{mode},поиск,среднее,{res['find_avg']}\n") + + + for i, t in enumerate(res['delete_all']): + f.write(f"{struct},{mode},удаление,{i+1},{t}\n") + f.write(f"{struct},{mode},удаление,среднее,{res['delete_avg']}\n") + + +def main(): + print("эксперименты по замеру производительности") + + records_shuffled, records_sorted = generate_test_data(10000) + + all_results = [] + + print("режим: случайный порядок") + + all_results.append(run_linked_experiments(records_shuffled, "случайный")) + all_results.append(run_hash_experiments(records_shuffled, "случайный")) + all_results.append(run_bst_experiments(records_shuffled, "случайный")) + + print("режим: отсортированный порядок") + + all_results.append(run_linked_experiments(records_sorted, "отсортированный")) + all_results.append(run_hash_experiments(records_sorted, "отсортированный")) + all_results.append(run_bst_experiments(records_sorted, "отсортированный")) + + save_results_to_csv(all_results) + +if __name__== "__main__": + main() + + + diff --git a/zverevem/lab1/docs/data/graph_delete.png b/zverevem/lab1/docs/data/graph_delete.png new file mode 100644 index 0000000000000000000000000000000000000000..2a52cac4a7b386004b5c1c8c96758aba9c7fb2ef GIT binary patch literal 60961 zcmeFa2T;}Nw;eW9E;}B|0W#^D#fkZ zuQGORS9QA6R_l1GpmA)hyD|6L{)_wPzNiZc3qQoZb${o+3tHyhrAimxn%*=&WY(_C z+H*)KOiiIZQ)R(+%Z<yszBb6Y0;`s~2fgL8g;a{T1qF26qUyz!rSE9nN8!49FbPwxfFxN0vS`QmF}v|+Jo z+|k|BR55X$M&tK&ipmd^(V2R7Wr2v2lG2yl8+#WDsF$;1vm*bTzox0@OWsxCHW2g2ihuI z@T2E*oSmJ`UR<2ZC2m^0Gkp4!Pxo>6Ew&Ac=U*k7mh2GFh*9i!QdRXybL@JY@3rI}?C)n6-rcGeyyKi;%uL)US2KcU z>D>qX>+t)tbHv?-?e_Zq#$l3TU0Z5fB;#v+Z*8p`&r)fpN5g&1H>TWNncm&kSN`hC zQg)Js#+Q7*vYL*Lj+n+E4}G0v%az4g8pk)N)AYWNV^%3-&R)Ldby1O0Y3-cc6wAu{ zDi056^$RG6Uc~Lzo_*R?Y%!&)iIJ)t>(E~1(v!QkY?(@gGGBjF$@7M|!8+HX7VlXz zr=AUT8_-%PqOXgQW}lusE$Wq!?&E{)RY`eYr@W85=HnBZ=PM$xa^?1+-bUXG7cPYC z`whc6z81S~Gla@#%$T8aX&zsGeNIkJYnZQoslS9p)G)W4yYBYw+vg-Ga(IXP1lK(} z@?8AX*RB!&)+eVYN9t#$sg2yJHGG`PYg!Q|D;bWsa(8}N%%jkteD z%JvOLgdM3?w#eXAaKI*;Dz&1U0vdh&6$UKl-iGz+QMXT>I`#R>m$0KRFGr}c)cv>E zM|RYt-e_2ci^WHl9Nu7Bm*FfqQlH_hB4yiLn{`Ud;8gdyK<9=f3k5X~ z1_lO7=B)LoT^d@|`faH9q@!cX?VS30gOZYxh^tFvToT!-^{$;V0d7h`vUg1iBHZj- z%K6#72Dr?=TY@EPgHGLFr0=vHkEUL7fA^P9pF);Nom{tK#WuA_)k7C%FHf{N zWo3WDqyCJ9Mhm>LS)uE2pV_RXl8XEN#SdLywHt52$HT)jW$M(HE1T+y@fbI+UAxw> zj8DPm(U#8hvzA5;SGwp|MaE)bsE=BnJF-7OvY@!P?fuiUE!8Qp=5M1Sq@8;-Wl}_Y zHXlneD|?`oBw=3udR6g_(Aezn+Oo2;oL0Uf25;ky^Ez5HG-7m19P8a4V$p@W^taGR zo@~hH*U-=y`uer$(%Qg-A$zWf8@>K3Kp^nO^3BJ$l|9(6g59eYt1oj?NJky(N8{=; zsn2-TXXj?H4u$L)?s`7QzU%!{af`J2iXG-f-sN@El&dnFd)+c$J$wGVzhF~+xN+XC z^@r~NO?R3zXU;+)ZPg@mwsNd~W?yS;_IgQ4Nw$=AT}H&E`D1(TY1IPXBEV zw{-Z~X>-i063w)e%x_{n9ko4m^yvLP|11tJ3E5ly?f4*q#umqpJL*xI!9{Xoy0(pl zY}&`ctxM$GGwPfhm$L?zh?z9Kjn;7}N^tHq$?PlL=P>Q&Aj`DmzIoY$EAHQij@jxM z8HI8R>xN@AD;jQ}o3ThcDU7p9c4pZ_rHX4ScPh)cj}F`GWxMN*eIJQ+A8uZYRdQg) zB4K*<_^3V29WoVDXK{t{xPRS#>Cz?j94xVD{H#STlW+K2Z&815ksNE!6)r7pL+x9F zTKDZ+-&WRoeEZr>A;`zar|&P8LNx|V{K&K4@5*`T;~H=7ZcSOQ8h#J+%J1?0o7q*p ztW&9KI=u}A(N)+k<&Tc+935&5Qvakf)pOuoicQeenTrqiYTDT)-VX_}|NhO{s^;+_ z!&m>5L}?}TH3Zmb_gmp*4+Kh^*#>_7>a=_B-qzBveGSfA>{~+lRUW)9D-(MzAvY6u zUXmqu#L_ZKcBDCl< zhHHfD+rry)E&dH!61GUAi-fB*e^!5yix$jp;p z-Z;b_*zC}D8&hj+YitnjwMZnAabr!|@egO%aW7u%${eV&py4aijlM1@Ev+k((RGGX zNZUxmEq9>3`XTm?*4>ej&g>M|t9Yf%{ld+rOLHr#yYuEVWFR{zNQq!Ej+WL=B{%Yqg_u zcx2nUwka_iih^RX3Yr6KvPvGG_|#WH9%g`F28mv-@=e^e2B#2wn+jcn1_W1xXCbb36I#F{$XqOrAj8HWxX zs!FqG9k{dkNJ&m!-o6`am6BZxySk1ul(%j3MD$;S?2h$NV!k!);>ADuJ8G-V1u{N7 zzfi4vNd=Ig_sx~|>J*)PU!)c!Dq5*a(mLzEc7N*67c07*J%&)NGHbqNWtLld0Y@aJ zi}FQAW+qV8Hm0S(%5|WvB+G3iO8si3c9?I~Wm!hVdFf2oLCG=K ziWt4BOjpM}dAEXsg4U}=hI)E(5bUU{tHa=wc7MuAI#$H(Wov*0vU=~;a;!DwyG3t> zO0n0XH1wTcejByP9({m?@<2z&n_DK)qC%K8fCq}eh^N^$UX`?|vz*KO^2LiL%ncjk z>9f_b!>*`%!ZEBe*GytyfqT=x&=E<)vDqE)q| zSCAEu2_h=f{2KS-#o-@cdIcCPntFD-Myx)&F4NV1piRpwi^9g(_tE}x6{Rp8!#5RY zLKR(k(p>r@&(B`&AG}e9@@?+!eG{N@c;9i|zQXtBB)1`54 z`a(s#>XN_|^=Rz}OE+2H9(kFQ6R^du=`g$K@P^x0mv1%cSj5e3-P6+(-}I@a#oS-U zHTk9Ur%#{uV-l17JKIz0lOyAfJU<_yALQlb)%-d4Mne{oDWkV>E+?nS#=$dFW<(83 zkA3UqbbA|XV8eds)cw&x+B{iEJMp!7R*YV{cE5nigMW4hA;I3pr?*-%_Ih(C`B$*n z?E6IkCQ-w7ZSOX+rI4#Es<7zz@xW}^>SQaiB{QdbNg)VYDB#0B|DPpdQ7xu5kK=ap z=y;DH)CmqR+kE^0^a=;#vR&Ma!DY z9;)13yK!Sl!$>tCSM+d|%N*->kAl_YTL2DSzZMxG1Wj>nQ7M7RH8nL z6@1J-FyCE|VCjdWVN|jlzJUE?`u@pj|BZ&{FE0|Y9z+m(m0Mq5|1C2hAOL7D6p>HM zQq4@%uMhAx63dR+QPBiQmTE@U^pH6ZKzu*LqnTi8eQUKn_cs>Q{{VaOh_ z3PVGADPatEq<1D7=FDz?7x%ow!lxtVB7;B4ibE{VA~y2@wy9RsXRXJ_g8``@0vjr% zr6-xbS-2lrBmTGFep9}?Nm#frvVD8!hnpEL8#Zn{wAG=lIC$p;yN(*E+AKF6+^u1u zBLSi61^Vd@`yVO=sRLpZI9o-3K4EWPaNNy{Qz%}$zart763T%5`vnMyA$z@(wVM-< zf7szR^u>3Htc^)?eRj5!4)Z6--r)#fks7gqZ*B<*0K?stvfa~K5nF+= zuuh6EH5G3`60ZRAEU-$ksZW;5PEU6|Ulnryz7J}WnR;haQc`%EF|Rbfq3N9~@lER3 zvoEJ>Gt4Vu?p|IfU?QQ^`Zk)6vB|ooIN7S2miX>nyP6O)73Afw@dgNZCLFCUPHd}5 zRl#O`Q@mIwcB74rO|*8B!fr3lq?VvfHu`SghZ;Gpuxk^mP9~WY_;aC9*&Xooa53_5 z===AFdoQ10P%gl%JzN{;^eo1|vvC4sd5xEykIJf&EZ6`KR`ppjY@v>hg@65Z*p?+` zU|@i7_|Dv-z-?r}Z|rW*&J)cY4yUJ{eHx?PS(6%qe~qxNO>^k?4fPW{*5W0SRh&}q zZZUY$QZ0CMc{=8neV)~|>)C@OwuQ4tfy)lxb9WYqmPd7YvZELXFd z$0r=F$l15}Ac6XHwBEdbBj>c9QR7bVBF+a*~7Q*mZHS( zt_M-A#VuJkb;=a}b?f9~GkPwYmxmu&Xd7k^z3?)-r zf!9Vi*Q+V}3hR}}8ps9YcrV}j0NYv~GoIKgdo{PiEhyKV!C{urm}X&>{tP8Mrqw8^_zJpmH&S3+&Kgx{Nb0BRL}9| zshGxd>M*-A-%pGSC5xVIm9`%<|Ey*V{XY60qxN3O9^Z%dA|0wA_km`J3M}(`s(#Ng_S8_1mL6^@QJpzh zl;Jp~E3-qd*-tER8r=5C7-`X2y~1e~q~DM0zqY^dkUlIeY+i3aoMR8wqMpZ*}J zXHzB6c2t#Uny5HS|KXgT2|T%boNfudwtDaEDO0AH<=@_DUY#7x?nY4~*T*Fq-?K_$ z(7Myle^dRbvZMCwzyF*sD0`S^^YMGNjjhNG=ZB9?_3-dO+RDA(Uhgr+M$S#593Cyj z7qQP*_~Z%3h{xHESqGSv38G>Wa^Js(AeVX6e=5_SYb3y%xc0C-KP%A2uRVvyBhe|N zrlv-8!HWWaiG8!U#GMw0$y_Uc7U(*;@pH6`ibAT4p{UN01I?vjWo|Ok7Xi!&jo_OT zT)2_qbgo~&J}6!z?%f?bTTJkp0 zOa+zZ+YYHxozrV-GlPx*E(=zzc<$5=QIPZtuRl;1DhzwIk#Cg*nxyYPn@ky^9oD-MKb7(X8y%w=^$r?+V0`M8{5j zumx|9vR+?Vy2%_vO|@NU`qPl;Xx@5MftVKguzkLg2Canep3M-EK6ux!xvud}Y;5eS zf0l$`$OURoOqssmk;|1z7sb+}t%EzT8rh+Y`RR?18aH|rS1cqP#XU~!t(X-tMexr* z|7^Z`<>JNS2m1q}I#`YfZdUIeJ&p9hgXE9Js64z1sBd+mrlLY){@MeI*-c{xK>-17 zW2yBad*{%@n(s@;!awF@{5sXPG0`Y@o>wwT?MSQYWGaDf3F+Jl9%`GrU_mH~9#d?u zhGYZxp_k@M-!ulg3Ks|+3QPB{j8tPqRRJ2f*Y{UWucHWxpVLl6STSB#EXH+3JKZ5# z%@uDVrfYb2i+xn!jhB}f=Jhq|0D=l7pSl^k^TO;}$8g73fHw25T^~3HA0*~r7NUO3 z#HAxq@gQONI&{{JK1r%|jiD+x&E6zF$m4ruWI;i}{+C{hQcNw_kvE;wD~(v{(eaOq zLhS}+jv?Bp+a{Z{-xR(nYXoBktOE8>zf?s@#(3ej_L|hPWi6F1`@aqinHAoVQWuzJ zRqIu#HFJsRis9cSeTJ|@{2OoWt;z}vvXvxm6(cq1YNs!4=YXEYU{BLiv`sy z63y8PAdEOEpYph2uTb$&U|ak6#7-iEhyvBmbg5JevU5y-1%5>{@k`;|>KHXEeyW~Y z>h$O_)*QGKK0bl6u3;HtDvFB#u+48!P?O5JyVbEgc;__M@T{q4QGhwrCw+N+{duGn zMxC=BoLwt{XxBmj6N`l#{t6W7H3b2i*eNy!UXlO_l*jP)s({8~3A;wWe)3+g6(2fv4tEraLG9(< zD6W7_l1>esWEm2xmX_5~o37Je{piS9b|$afx2~P65fRRH2e%n(qy505%sL>w1z6%_L|0bK5 z;^Kp>?+9(Ev3;nhu(lwutLgIb#h(Oo+0lwN^;yvf?U9B#SIukFl4|?cqzC=jW#g18 z2NR6h8aX*RhO(~i9gIRqe`|$+tZZFmXP!v5<>2(>+H^;jU2~}mX7NjNa|E`2)wd1V zc<|}dr;Bm(FZk<;$I8v?t>Qvi@KtZdUJ1!@F&PhNar*4mFPyoQBg3NBH z$CyILdPT+km_d}=9+erfnkaBPS_55hor8$vg6bFj6xUz`l&CVkp(Gpe+mz|+P_$BY z=`l9?@X@0UwzKehcIS)y`~uyF&5~^DWuJdSkvJdR&C~ns7&O%gFnWnEbm2q^5vfCoxJ)+Kc@dRzAg$?Ad5 zEQYRN_x{NwR@|o?@02AmmEf9|5cUN*rJ7)}A7i5cWdK*A@3hRiifCf;-4QPfy3ug1 z_!>UG2o#_+b65hx%cV}fXi$G#_z@G}o1UItJIVrgjE!fCY3FQ5{kPsAD}yu!QR6r3 zP!?d2tKtkV0FeluF$TTi*8Or(OG(Ium&$!mj5DqB`M}8I3e6)h?K55b< z$rPz&_!{^ms*bc1mtNV!N}i^MJPNYAKPzYNo;}*pFM0 zY&LZ<_Thp4chNd2;%23xc10e2O^24txTu!ax?bVC;4(TgSb=INN<9O>y!K<(QA|iF zpiEiqncmmeS4&RL#5OW*dl%RI*3X}4#^B)Ks&vQL-6LP}e50RfAN%<6<9#rQCQht( z%eOk1wvymu@aRl*`3q0U(0 zU0_D^!{}(4&V`^Zu$BF@2fMlsVi!cKf1t`M`};6!w@%(Ip}QSJgFSg7^%X6(01K@z zF3qQkW49}cP(8W5*jM>@;@gH&fQIC%7N3ec!fE0m-f`I-P z^OfGQv!U{U#<}Ud`>qfo{#(Q!%Q}@@Bp3w13KW1}K72Uhco%vBn=**wSbo=s3p_30 zayYF%y}FVx;;!QNAv&clzRF*?GQBe^z}P-iHT9%1s7A2@H5qK7Vk9-uzRmS4tnn(8 z`)=O89d%`v_~DkygonC%dhOgAiKd6tqP6?8ibn3C_RpMI-@5@Br#8)A1+{f*!Sm-k z#f}vww$>R9vQWq_(XLgyw{4P;R{So&ZG|Lna9SWhEi~jCA!a~-s#>Ug>=sxqQ;>P; zgO5=|i2xby`HBf&>VCxc%%@<0j{8rNB4hCqBNI zY30@2*m%s|qav}UsFh^cIXnX6y5mx58JRDQjSrc8`y#PR&5?uy0mNr|yf;X()>|%n zO0(W=@GjuM15`MuFe0$|UHaJ?{g{x4Lrb-Se?P^|d)v<@y7Ze{RV6Zr%Lngb_vzIv;M`n@ zR1g$Zk=Xh_dWp0oRp=+Ar92SI%F5Dybog|g$Cw)ut`boKSfF;TZ-t1sM0r_0LnPxK zz<2fN-apN>GF_6uK}La3ZN-D9xsRs(vnK@A!Dmd=JU)eR45oQye3*8k>5*QyGH7Vn zP-Q@U;*dB=q5FA z-UZv4?u97eBVr&+av1c`P=84){}$VL$Idz;Z#V@t?*S^C1A`FVc>n(W&&ZizU{OCs z&;kOF#P((x|-8`dyA`{D=&3&6CgjL5OYBZtIChXREety>7j>*k?YXKVj2C8jz z5({o`TwQz9W$?T*qEC5SWrCPposahz5Dh#0P{_=Jas7Ln_CyKuWHrgJTw*5w?AAee z7wY&jF8^$EcsUS2cZ!eh%o;g>2zU9Pe@J?@2lwOk3EMCs&36%f14rfDaUI^%vXvkr zzQu~0Y7XF?J1-ZG->d8RU*n>?)90_l!{*Ro-rQL0tv9+>@%G{Gjs%BKWns-|<^x{) ze2^NysQiqHi|##xopE^q|9#;47OcQS$eC^2)nJ;YZE*y&RE^P1o#sDo3h+$)S0eWK zML6W|dWFoG_)q%(Ym)z~P5|qx!W@GS4?jJV24Mohs-X!6h#w! z<^Ku?0^RaJA*8)08$qq&Pe>jIhmj%ZaIi`x#uJak;XP$XW{y0<>#EhO?P({zdbK5O z8OM{=PZ0av-QC~Z6!6W+$XKQ~d*TPWUau;5RlKdZ=G=t~0-~a&C1EJaR-zQ6B#){w zc-8L9>p;3*75;PL2b_54w#cjj1!6qAucxsnmh@=w%um%Oal|KpvLvkl3y9AJtT6^=ukM|bk39d7I0@?>yh6#1_!+UcM4)0Y! zG7QJgxMQMz%XDY`c;lucBL$W(OvT@riYqWbe)`m&wYDykCx&b0`3r}*INon;{Mh5+ zu@)wluWmn_Dn_E}Eyk;#K7BfU=1f(vqdRu)TsU{`hbHEan`2o{`J+Gn`lQKI*9i(L z0!slelU6itB^dvvZOp_Y&!>_^f=TEBtO4a04wQ1t^eSZO2+-2d2b7`Lk}pCp_2kRQ zdL(m+!%sM%;O_@X-ZL5=#_><9(sY#!M=*7cY*L>Wb6~Z3TC)?k8$oo@Q@B zf-3+YvB>y(7@~H-2twsSN;c5XA@Qo!rrPcWi&75iv#-Xss2N&({MS<-p;4E^pP|Z9 z7g{K+tLfNLQ-U!lu+mAfRs;Q!KYC?P2!L1!$_(-~kPJx)9;Bc-l0QPN?wap?U5{VO zCmYTP)|UjMwRhx`x11fQR8l2sZr#3(;JK%{*0Ej7(2%)vwCR<{V2SIv^Lt8jFrGRRfGD5IbEInS z{`}Qgw5(o-jv6flskazEc9xr~?Fay1IPhi@amCQkc^TNG=5-mVq!D8wu>cMRyUU(^ zYTLe3M)t(y(i2G6naIhJ>e2pC0(?O1k-Z2758*%ip3jWEzD<8o(kAZ@cn1N%6c~$! zK`2YuH62V%O_fT^utVj2VDi+N#i5KFcD)VzYq5Q)R;T>Ed-rasH0g;wu%h}aN(~aq zQ6<$8--*ahxy+(I%dOe^xzw@3Wqf>mW-voEK>dY0b`O<@DTV-K{f3mWPLHvKKl*rc zfnadAYrIyK@h?B#j>fmrB4?CB63n*(HS8~T>?)M*u(8ojj|PWLn>Nkjk=0#ug8?9^ z*z4kX;pvc^^WIyLGVOnd?0YPdp6*-NC-v#$N8+1DVa5>kQ#^U%#3ArmYH4<6z-FeH zP=eba0|bagL@jXSLB;!gnk3Ywdq5r~nR<-0r$oE^Z3#hz6=9UiBz_v@r=hh?@x9X+ z_b*T0OpJnOn=$H5X6UgXx3?{t;A|w|hq9{6&;mo69VBg8sR|Z>PHTPVfx(KY7w*OwZh*np0n`&gi2xi5&}m-J{eTQ z5Tq{ z!n*2

%(Vg|(p-4GYWCrQ!i^r^PmN-$MH*yhX(wBnB@_{!LIAs+O*1HARVD5v*QeC# z!mPHbO$$TV$2pl0Ee} z)dnO3KEpT3g}KCF*X14F@EV>dgsSVjScx^}F|MeMVMe0V51No;c6k{BL3pv}d_isHtOpYVvV zm0~IlQEIGP($doT^+7VO>SQ@+DvQ?HgjBc>dtMdW*Q)Twsa`g82^GBm9Mv+Us(xsu zZ?Lzh073nK(=lM zO+obrRT-FK781L|T~}nBh8513g$Qfb#CGt!uy#mHKqu%=z7$Z}0<}`gBZ~Z)Qec>) zef3=!RBnN?4s`l>$6)3D$Xm_j^-1YZo(qyK zD_1plTseeLHnPnYQJayr^f5@um*3c7`xddXY%=?AA-yF*=0JdY)8YiJ5s$fo;R3mu zCtR2Tv~k&eY}65IN(*WiSX5Fdu3_vW;dnx5y-g%qdgDI$FpwVj!m1~vjVaXU|O|fY%@KO~c+a*C#w~aQdP1Iy6u2G4s2zdKW zB{~Li=A`CH3W&1=j zeL5CTOo>qzc$9riGKbjUjn;2e3Nl^M)X>=@ZD-CUhDYhv9M_R&+qUHaNc z)C{kup5qH*0@XANP!cfYR%$Jqt;SrieEHqrD)Nnzj1m2H#vgwah zt?RHf8Dspg1nhRbmk+`u%`M|{Tf^;vZp5N_^RSdSlKJi;U)jqAtcIz92g)YaIFaW>#Ncn+Wj9W`Y{`H$@_$%4TbB-6ojbDrz@L8Rplmz zSyTx$5ibKCfP^i{4(-}rvV&qd2sjJ=`s?2Gh3hpFc|h4H`oaRy9?2&gED=Sd(I z*8?Db6ssZT6IMXV{zQ8YcOrGc`qivIr)vX>U4G2jJ|@!d$P-&Iii6gfezzb-D5Sa8 zr+ij(&t<06DW)oj!0*cJu&%#-2yko|Of%w{Naoj%UPSMxf-_~u8W?P{siXQ*rB=8{ zpV;LI{_Q${wT4L&dD#HMm>n_Nc`e4hkbIcD1fd!n9*Si4G2xzIAyKgwI_4_RXdup; zflf|N;*e_7VW9xFR144NR;>(U2TtV-521S%2jQJp{Wecxag|+^XBzE zoyH^2gnVOS?FbMCU<}`C1Td{;A9h5M@rK1;6{pXBD%0<|fP8qhv$k^o4W6wtwXMC~ zs^T^%l?X6T9 z)!OQ1I2|IgY17PqE?$&(jCp!?TAr!6Ij|_$MAfuW4Xk!hE7j5ixb_1n2QWGfameAw z*Z2k>EcGyu)Uvg<)uIk%zNZ+FOBHZ<7SzIzcVGimb8>o2SQYrJ z(EOYMxbr?BuzhLid0KcVq&*?E@PpftSWB@&aFH#*1KRj!HUX54?ig2XxNBjqibQP| zshfI|QqVw0Eeq8h*&Y1`C;#5ID|}k$!BF|R3}sEtcasYY#kp?YzP%2E1AOvMCI&?x z7u*FVg?G$m_cJv*$TBtkk3SwY8K6pa`}*Mmy#&E};KrhuUOV{Zrp@721up0ZuwenW zyb0J8D`n}7eV7Qo6GihwDQGdS#0s4~oXzii(PlvDWd*JuStqDYc3bAeK1YRNjCkD{uf99~vHBkL`HW^82?T z0-6Y%`+FOUDp2T&srDk@@a4t?%wC)KPwO)1cVKT&u14X}i9VnH=byR77Sv9G55G>5 zbpbKxHOLfC^$H{r@UZgW{+`E3ktmHYZ2s}ZrD335l6z3z9wJfw(2uSG`2#3C#83bzy93oFF7AX@g~_HJF+4h0Pl6e-+y0wR z+{do7=aF0a{%PFknrl0H)<2?9g2x+_QR>;R3Uio$@QLMH?5;tCy(MB01C0l&T0x+U z4zvGlKrVUPgmjV>QAVjDTC2h-->cCh=`~31W+)jp)SiMEO&sp@MZ%VGE^h)Cx&R?U z@=yc(M9epId{i1|xEEIqFrbph))I7Sf!hrx)2{pDZa4UVFhV8BxJmG%rJKtSAj%Nq z9^^h8flJ;Aj`QPlwr>K4QfZ$LA7;s>u<{+HO--h~k!3!H^#~di^S<$H!cN)O>uekQ zdEw0^sVk40=swIfQqFcC?Sl&|94Qb<+Q-@JM`zP!btoN4pmb0KH-n|Xs=ldqPvics zKk=YmYA(6xJE6K7LZSw|g=z2_xqs{48{knKSk>s2Ymgfhp#Z0BIv-g#Q{HsI$NRj1)$XO(*U?wUuzv~a>gwtWTEBCRg%iKhG6*{=H2p(B^i3a#nI)LL zKKw)^Dk%rHE0(iWZJHViX7iH!=kyFi(^-c{zkM?j=Mws^yj}}M!q66`#~OZ_!5Z6! z?7zWNT^ky%a~ss_l@XlC2^{YaA*{aJ;M8>(K}Z$mPPBSNkRJyYN6o%eNE+l!1^3qi zTp*f~^WueRQ*rPxte7{qI$D!pv_#ee^`L6J5o5Wu(?OW4eNcs>?Be;F#-ykZ?Uvj$ z6x`8Lz);2}rAs12hNXR$u7sh}9_l+NSR^b;p^ZQdwW!X{E`tU5}2XL-Ylq?l8u{@OUX$Eqy%>r&uv+^v~liX zxGBUt>J@yoy9sW<6l!H3@}d02%a^F*^kHXK29{FIa5|A5TZZ6$swju7h5#DgL+{Ay z0Xqp%m4KXTq@MZH8Y?BE3PFk|o|7CZeiHqaR{|hG+_{criiI2@>o(kkL|0CP98{rQ zr1t}i+o7ceHX$OQ(bCo+^at$-;OJ&>l;CztQ3w?XycT_SctbdfNHUtz3c`Mzd2Vg< z2}j2Y@(-Y^K?#0|FvNrh5ZznhTO@4>YcvX?qZwjOMB!X83rj)`dy#5>!MeZW8*cEMkpK`&azf>_&^Cu-Oq6gAuc+-wseL2<=+o_(9?u zNxLAT7@m6aqh#ncBDtx83CFVBIWpL(ftArQ@@>#MWe7xp$s37U7E=E(nmYSF-%tXU z(xHv3;Il3mv||hAI?>`Pwc!Bn7WP$@o&=#x1|irQ+1N&rhFQzn)G##* zxwzKDFo7OAWdaemHyR2Kze4vRTu$m3Cs0)^Ov^j9PZ+9#(}8x5=RV`1qqCSPPZed| zW6=j-ih67q%sl(v_Q@ncgZiNMG}t5YD9jH+7QHAuv&M|kr)g<@gk*5~sJ#2ssP(+| zaTl;}K6Z{_iZ1BTAY(N{8P^kQ&$4uS49f;__%v;B#`+-dhwM8uUm+`7S5s3nQpeWh zR%OC5f;IGJa9Q|Rk0HE~D^0Sq`r_U>*%lM`@=P@5t&TgVRKu~BSW-sm*3OKb_kQ;L zJ~2dJ@9`a2mu&2TFK}Z3uaJ`U;I(< z`oFK!xn`LjN82%RE@N>nJ_axbm;w1E#W73?f&dLis@Ffq9Qi zJH()&aXT6`ck<4chDG3m$Qp#kH3~hp=~%t^a{EvIo@2!bdd4l~<>iY>p93&MM~4CQ zCN>u5YB1JFKuhkR8%}n#Pi6m|&4(ar5yW4vEAifms9Lx$`VlYIty;B%(gI?UTGlD& zy}m!VYmQ2;VD7`ueGS|r=-OpvDzxE&e}%4&eEn)#d~f@DH1cStSVx1o3mIORPh+~~|4oS4*A5T`Fb0wYvl?zN`zPxVVx^vV|*JXnHj({44jPN^bVGQQ^ zIXuF+z+eUVzUYSUNcO~Bg@Zjqqsc)~v*hi%vV5yLxODZ=Imy|L1LuW2lX4XH_iM=L&OM(Gf$>j*YuIZec0*yYJztR!;|GTg>}mP7 z7r`hX2ZcfPN6nshXo*7;(sq!t>L??rSs9~9O{(QEU0D_iFaTY+0Kz~bFwiAV%r41& z-v_hDnz5rLbHvfc+u}mJET}Ak4h^GFCFfJ884F{IqB9=NfFz}nKuX+Q(kmbDb3(aA z5k7L+t~@u&Yesta@jJIs8`1Kh9^K>?Mb>%LHo3L6GHfpRl~2gG=e?ESMJWZnz)F&U zgm!oHi5=;Voo`{<8gK80(~NVpFi?i#Z8LQ!1LF%`tsQX#=S84loOFizry8cPkkl>! zIpVuO?HPA({|0koC^|og!z7C@Bq=JXs7}O#XOsUDYkVWyq6z7h2o^0iYQQh^q&&baxBtVup|s3zywfV6KaAc!R&#B=J=07-|#5B@R9za5PAO_gUPeC2v_zI%70 z((}1?t!ta@?`UcPFDU5^FwQn{{a@qeC3E)f+C?3O)ZR}}1ipwCQ21P19ioU#g|N zPE0Hj4sK!CdHH##{Z2_sV%K90KrE8O7^M91GN`Zs*b>Yl$kwruG2E6=L}lO*yx|~{ zNzWj40C=()q!*nIfQFUB9UhnpbRDT-hzPt08)QX+V{gTrljaJ`6^xd=7_dB(QR0kX z%M^DVu%s?#T95!DBo2UOVPTr+9=t@6s3(bN#q-u0HdBKb%F%qeoN~+hEIoqZG%N&a zLCT~#b>AnCGf-FrW*xg5C`QAF^7fQLlJfu)#aW- ziwDC|=4M$YhVqHksL`Wgp7r(P3=(CqJ4*4RR_=woat(B}#ZsG$>n-L5AWliKCNF@z z{6%sAAcBxWyyeu_N4VNC2@{l8)NTrjo5XQwtxt3t(TrG@S@^ke&l`w8D@G7kNl7SAL@`pb7C^k&Fzj8ZZRpgi}Q zQ;wRk99_XTMGWd{BtclhjYrL9V4Uudkd{N@JAC%w^JKz>Fx@S6ndvV_IWjXc`kv2` z3&-OVfJTWuyshHqEkHq2AXu^yATixFsfR0yco^y)PZfeLNT`6wdz#Dck1rbxk7jN$AILc6Dt9T@16{b-n&IHiP`Nv$l1N^H(rCfPP6ZEkdNEh>DFw zG-`v|S?@GZHAGqx%LCs-d|wSndTNT~Wz?VQy@CvHE_(~Bp9o%bx0GOdmGv%h^6U?&+v8L+zjJD86X>8{(=$9O2n@32cdxxSC7f7jM+HO z;={50q@f%3QwEciQl#kWwlXjVtYp^|p8c|WO}v15kgr7GVt?GH{(EYAdMn!66U=d( zhcAGVNN)UFgjmvou+a~qhcW6EFsVUjM(@>eUO%4IfZiu+032sF-nAvTjX1dVmFy)( z7@0W~E09GUClCyH%|L29+!aV)3PetvCgQ%PRl)Eh;H}*lP*{>uoO$*F;-DczN4dq@ z4bqv&Y>tri1Et8;}e2}f_bgMe%G#D?<_G2 z8W7B_xVIw0`P-s1+OlUL!ps>jSs;)>onJ5(P(up>(x{tEEPS#Nc$hc9iU5J7;OWGq zbI!`Ux1Bw6MtRo5QrET{K`If;w<0L8Ek5}j3oJo3N%bIE5MhAGE#~=y*Jg@&=k0u_ zIr0h$R0%HDNQYC_Y4|CT{E#kw-yIN;6~+qZA__0k&| zkq4PC-3FA`Yd*S%(GwhA3%yU?{+w>lo#a+hl;X|>&9D|*;Z`-Z=HSa zlKeTft&pYE$xlIfgA}o6zR+e&v3H3{C)OFLEdr>qK}`c;j(u_N>IFPJHodykL+rYx z&U@ODbR>UPGJGiJpI=`ehGs%q>db;cBzyt%W72+QJA`Vj6yqNGN4B1~8J?)|Rtxl^ z(NQLO2MeG`Hh6Xb$vm=9G|89-3UN2sU?3A^Xc71I ziQc0ygO+wWdr8l*)J58oMrLHRQoa=1$XL`5hCryP(PXv4BB$02vUPZ6VN`GO65$P# zZ49_9W74(>~j%P}Q75e+hxwI0VNAYU9y{NCko*8YDtxO`wDj zLPjZgIYf6p6h#6%4aN4ENDnM=%R;1jOcpon;)Z0fi`rB(+3&WD$D&>jmbUVJxzNDFQ#; z7+g#{w<9zVRSmVuNQt5Ph*8T98IvLfak!wN5be+Y*5gGRh{)Tct*_8ygOciS;>)@m zb_pdBwBj8=YsW3S!EVaTSFU(@iPcxPqXpqcK!73V-)rRt$jA(5OXb?k99ieBx;mvU zR!&gDKqNCm(UEBZ#8(9^l+4Q}1rUyXcu6^9jcI*UXbfl7@x->0A;dcmLarC!pz)hky%UB>zQv}q4rvc+_Wp$GZF z8UWb$*T}8aX$9~VfxrqC#)Fm!`!T8+B9)n;Gp!_=nw!mHMgYkg20pK7faalYNDX%g zs6`#No6o{~j?p})sHm7|k&i@c|LyAu;&kEC%6%>R>j*X>fv!|g^{{SGo zn1>vIAz9>!s)8HnRVT>xzoJlU{ijX;2__7F_?kfceL5X0REdgy>Va|Tj^23!ci~BraGtRFI0+^4KPxefq(hK#eT9vd4A=8V?C4u;H3CxhzLx`rBplRKRpBbR@19d6dqhxuB(= z1_Bg*0Xaq~9Y28Hlblm+SY{-z6JvDJGhB8)vbaHM6 zn0cs9!gwosy`v-SL_uH}^t0Xq_X}^ttzZkc;z3Uz)W#vCEHTUB=E5cr+Bx0=gL!k> zyevV4>-}ex)=6+B!iu1uJvtCTG6OkuK=S-JJq6ay)e}|^(`SGG>F3Zv_8Cw-Y*g}W zoZv$^0s~1MYaj%1Zr435zkuf?KA1zrA+L}Gz$vo!PF$2K0Oy5TsEUaM3TUK5-bi-` zrf#C10TeC}IXBYmz^e!k!7XRk?EJq#g@f!2O^aM71jY3xh$6J?I8(_F@b?xyLw1dY z%c0GhBa5j&twgK?wHk>RrUngafkV#^EeNVx5E_UAhI#x*?;X+~vFCXi5bsF%8`3wV z!(afDv#BP~OIJt0R>r|*)Ut+I1_u@aV;4;o7Paq(*23vn^P;ih85ndz^)ME_h9iyK zNVUDYAR2;TdZan@WgVqb7!s0Beo>GaX-gnjPqPC6MJguww*Z&1ZjafX0((o}MrVyt zMuhYN@?Y>qZYaL2li9I<%?*_1;V=QUQfne=wf4vaK!k?qO|}TR75c6PkxD(IqXV7w zvB+tyNRSe-#jeGJ96Cf90rZ+9@KNg#*tDaAnm=~&oM{66o~mDQ1R5A>HWm?e;$o32 zQRqWg5iu}y921g`FS&Li24~sY+ENovBF<@{tp+OvjHtz+XI0Tjg;MwcOp=clm*G0? zb(uOp{A2~A0TLDuaB50rjehTVUoxqD#0!D9A{88BbE18#IynLS9ISGu&R!Od5O~b# z4#+Y52U@WVh=#c^hvybFZaBkOWIw4A4)>dMS7%^pz>a0U{F8P zz*b!gQZUIZAOOvQBI!UOn4BUIq>q`7utBlHx;*B3@n)3>WDg9y9|^;-aBc%Affe8o zvL_qm+qu904o%%{3LuPPXj~W~vJp00>hL3~kWTUeJ7-ZsC!bMiMm?&;0XkIp!GP_k zF?WqzeaEOmR;O`KH{zB~e)ql3Ny(?M@y6XgLthr*AjA#NKm8zEjfBrO*JX}gvqD$P zA*LOg*X>5YA5tC03>+&g5MnbqZqNRpGV!QLK_N^QX6JV7#4p$R z`r;>Y!LgA4_Gr(%jHRb1ad^(GhRKxZ3ypdZD;7`{L7?XEjQJsGcqXjGX`@e0Lm#qn ztVbR*4*y{u^W1xZ&M94{_q(X@>P;$&0Np_FybLVAn_e^0V}9chUGzh#@DAy^HEWsP zZ|@gOk9pVDG%x<#KSo=VyDlyLu|IGq(Es%0(##xB9MCZqptJ5b4({_XbMjvSBuP43=Y;BAF-aZW2SO+tpfvcofi)LUniZ;nS}n9XYdFzsa0;G3kF>~)L_p9 zzurjgF7)BK_XfnuZEs)02aK9O48b4|oj*w9;<0s;Io`X2(Bwyzi-zTcI9!XDA6DGi zKZnanoO*lUy+Udi25fEtD@9ZewXsMaMGMy|pt!xhKh}#h^N)V+`Pkdws&P7vFQDer zOr#ONXE?~<+lAG?|2T^E$@87zgNtG9JcN`%GBX?!__NpdcaGPu@aFhKtxV$|+%x`m z@#dGkINrcU|MFT^7y8Ao56{G3BZ7bXFFN~`?*6~ct@3^Y3{yuaBs~){>b@fB-hbfO z{n!-$Ym~0-|EtCLG*}^O_#k&Txi(?7qWrSOsq0?Iz8|X(e6!^HhNj=RrwOP>9Ym-Z z8UaL$L?S~IDAWDxhiTK)e@Yh|o^75tU9{fUp(g{L1}apL^rXU9{kpBuT5r|x6goMC zTSgn5@R64}h1Q>a3c=u7$76DEf(s*k136di@$n-#wO}`xM5lH3I4Z{+xoy2(THj7T zI>%??!~51=^N|7^f@=zHXbBhS{Sa6U$csYO2U1DM*$#GIJN0B3`K|GqCgyh`{geZ7 zfI5j)ygSj~NZ0dzuy=hqblwov_%X*Rc&2eFBg1`k=L&Ig1LIt5x zkB+ZF)9Be$oJgjMO2gmQ#nqLi8Fy6D8|QAQQ1qw69RU}l3>W?JBbnOR^8}V z-{8pJRq4r7_wNVp=3^kyWpz&UTH>yQA{oY$_xf^dJ_liJYuewIAGRml-P;oAvLp#f z6T2Djt*m}JkQa$?4>R%T%jvds9_cWO~5des_7^KP}kh+=qTQak0+nLT(5E$ z3z^L=y^cYAUcskaIzeELT_9-IOq`-|8E5vvPqbP@BzBtrzw|5weeoU>P5^=I2mxtO&y^V=vw2Z3b|mSB6F|ooD{jO2WaR z>=Lz;j)GBO!r*eO*Xg7ypxpoC5?H%|*o9#zgVnHpgT8sP$fm~5Hi-EIdcXL-jnI*HfLoXoWPViouh+%-qu5mGaHyb{$c*i7 zQ;l6GbQP5jAs?)aSn{Ki0gx0z=z!u!U;F{{WnXZ`uZiFYeR&wA{#D`M1~zhC5#_qV z48=akh4MutgQ3??xj9Gm-$R67n;^E^yI-b1J^&F9M+L73sw0lz;zelDzaI7VZ-2W~ zzV@6nc>yQq1JDj=)!>I91D*Tlx2%{Utvp!nT0S%~0^6_w6TPb)?~eZbD#tbBiDN=1 z{^39WMDqXFI{nWlTrmSte>J-24o+;U1vu#li~!}?A0M8APyU^pepTpKc<0bMfAjyN z!_(>Z|1N=2clH3zQyQOdC<-tHZb@G8<2ljS{O5nTc;;J8@V1ztN-}nU+Sd`%T9w@7Om8dFUT`|8H8m-?@t|?H(NT1-rnD zdapL_<*y%Kk@x7ouKEAJ<~JSCyZzr~IWfckyTpb6gx_khY40MA5r91WVJM$Em4SM5 zxz1m|7IOUW0yx0nKbk-vjhaY)?CcZ)Kns$e+;Iy?ZO@Fpz%}m6Pl9_kgtfg2lwZubyzU-1uwlycUJ~_t$6t zea6cFjelDWjn2P|;r|IC}1`_8_qV{)YMg z@;j1N=vihruR!AlcB`Y^4>JLN{Pk4sh=Vq$8o6*ZGKtyr%SXWHO+CA^_5_{20z&}F z8z|=@A^YQWI4|^7UyJDHEpD*2$ouMFWR!#H z@HjPi8R2x&fzd}DG{J(UO9L8ilRY0tn;*p2agH|^Bp(H4*64r^ol{GOIB0O==f|L# zyX;OGcvKXR38r~4Hjoz%zB6i+RSuGMqwZlSCGFpZIe*>Sd)8U>p-QD)yzmm1U68a2 z?ekDNlc^BA3c1qg7dX7^Mp;j144`TG5X2Wg1{_gpaJQ97+kgibI%;0-~RVx^Rxm7?g-ZwWBM%y)Gv#(0ko#LFw4=B&LGD?zLkti z-?dyLgRM^V8JrOj!-KjD9TUF{tox?_OR2W7s;&F)9HGB2a9u1?Y$=4W{(=<5D$ zjS<>Ok>oXnts)m}4xCSP(jb1xjEGF}zgi5^#C)j#IeWJH@#7f2{p}`~as|FZ4sp#k z{&{QeZO_7N$G!SS3;#!ZZvqzOm2C}UOk!f9b`pmOf-x3Os6-HuK`nMA@oD+mZOsEIOzLIHvTDw7l{0+!6ww{{gKru)zR`*z>%d%wY_ z(+>(%z4gB5?6daTYp?y<{j8oxjfL0F^+fH#jQeV38!Y967*Iu88SVJ(UTshZp=6L^ zxQ0n~k@V@M&GU~0)%})3i^ROb&4iR8kU?d4x|xuUpwp4qS#Vk8X_Vr}M+YrC z2D(h^gI2%2+YP=u*dSCe6ENXMpk4^;jate?Q(`LGENCbV>QA-WlE0m@MUt7)f>eHj@qYl7*ufx=+XjZ(;(D)Z|J}?%U)<2L_WQuVnUu?rB?;-;EBxxkIQI z%m8P5n8(#43*n^kmTWLj#tQ}zWl$lcikdAdr&Oe(nj~0Ank9zn(bG-ozn4F@ot`YE zJVO(&pv?fQpPKq0`%x>N`-aQ+PyFkpjR!06pz>t3E$qP(SNNwawvg~2iFuJYm;l$% z|BhS@+?vS!>fe3E&@;%r|J`rT`mCg3Vz4iSA5!3_P#C8HIp2H(o1)(y?uNNvpcMmy zhc1Di0=G`q`iRUbcU(Urc z=MF?$U$EV8?ImAy=PMbt)-$vFqkUVvW^5|$Wr+>1k4=%Ym8tN5^-HOLMf$qso0k@- zdJnl3_GTKNh#ufxGnWn?D0Wxrtu7vz@RYDmuSzX$8!lZM8AHAzHW98Fjn-jS#o~u6 z{FGl@*rCvTRbG0se8AI5{oVtmt?g;KouLoi9ykm`z#G6gu`y~(B^m-{Q1($lH7j@g z^@9Kgbn4aGTg3yX&Rq9}eQK7z!_~<>#j7%y&V!RdV>rwx<}17Hcm2`8*fQz_R_0SVyQS*k-{z<pMk{b+JdtV*^NtlMN^M7p=oC+^aEvRZwW6N zf9|9R$?m{OwXsD|4_Ua~-*Zy>!6eq;D9m&msqX&ZYy%ew>!4CR-|^tF>mKSzP(FZCPvJc`dQ{}N=P0GriUxN~rv)panRWCpmg#%76ws6cekr%Ho&I^Wpk_8fy4w8(_4 zJGhs+?D6@t|5kyuYp&j^jaW;w!7e`AGKa#RZpXTunZ6GLqS=u$7d za|PWL9r((N9%4nLni?d9M<;mc-d1>C$(3`tXy*R`S}c{0j*bv{2V*GY%o=%Fc+muB@s z1WrpTF(F|a${#fVfO(EWCrux{OZu&e!Hj9*hqTl+G+Z8iJIxw4hPgdy*ZVO~Ax3MN zCDba_5Sv{<`*2g?Glh*tMn+|2Wo!l@WZDC3;mtR+vU81X`BZJZd#4MO9q~Zg?r70v zGv=8c(uVERhu==#ThFgq8VSJ+wUK-N&amEzy?S*mQwA>Mn3v~i7A#DteLQ;XKjN`1 z8_W(@q7@)KtKL}3d#r6?ZIL&B_Vg3!18m`&YV~rs$~?D5t6(d?;J`pDI0ob*IT=8w z3EAA&6+>JrgC?7%{ga70H_&(n55lONhixY|F5-_g6xp3=WKZ@y1*K#803_9S9umI% zhBx6>>y;?Sb@C-{^nW<1QM*)9$9)~9K@SlZY9;~6dp@?Y5j>3Xp4!Jep<;4J#{juZ zLr2N)**A%IxW2}-1mWOSPlGf$&rd(GksX6STXvwJ?hN@~2SzNGVlxGsxi!XSKM-Dy zk4LnAPHXu3qi$Y9zbx#;6Dh$ijA$KyaoG0W&$o44VYs3=_VSlq%Vx{KgR^P>o41R= zhhB{ViDOuIn#e8sF_Wc3p=fwVy{Sv3RsF=vlWN=9Di}KU)>g?9b+MaHL`KSzf-1S4PHGM?E>M6R&d&3{CK1(P`fv?XQ|tIT=nawItSQ zIYF9BvTr;ReM1vmA`JCX@L>P=o(|U@{}6(F20FjyIrS553;87worcoN`@_d^YqE`J zltR*DV5kfc5*AN8Z7PRst#mzoeQTi05Jea3q@<(_lw99l>YEBa(_FU*cWSE>4p;vReW<1bvWViKF}Jg`g*1iCwr{TDltT@iIuK{`f*jFsw_?E((E^#Ovkp zh3(3%!cSm?K@JEaIVZQQB2^2Aatj@xhR##UyhI&z|u=6g(l$?Gnl@3614Jb5gac$2KcWfIoIvNhz3RhRc;ldy- zX(r{vXv&HA=1;I1B!%C4Bo>7bF_{{23h~Tgd=Lh!1uNK9OQn$3OBM^R0$HrQ$(ywr zkIiJ_m@5gx^}}>$=hU~jHkdWyuP!)gIo2Nue-K;PE@7}sjjzbeAQRBbuP^^HQzJ^N z1nv^M!d3}?XhXp+L{ca+Yw2v(z7#PytR4?1#;?&^#Z%Kcfb= zLizZ&KmHV%;~;F8!Xh*KRuh`=I>T?2mO= zLzO$dM{3t%00Mc2v-5EuhYdN4B(;H{yU?FIrt{GksC zp@}kz_HOj`#;CKs$9j*t(==lws7-|`!bibT&dSqq`Uzu3Y#{dwQ9b4{0cg;LUK>p` z=TNo2*K6>4_uZ&p8V(u>e&uCtCXGlOmkB;dopWo?V_@DYgc0HH^;@DeiWE5hO4b z`X&y6Xbh}dX9J|*js#Q|c#AeB{l)3`=@wk4t9UmnK$E)G z^vo(H*ZY(2o2-63&(S9kT67ievW-OmQon=2+9rCQ@j41PH;lp;QVaOONV(j`1&JbH#c=3;ll6h}t!zY*} zujQCrJMcIuf5GH_`Uod2xoLxFGPCn6y`KYUzCCnpqP(;apNa6yQ-AQl#x8}DM;1Vd zdj--gYp8Q^6>u3)hjBmzB-AjF7QUh(6R+rivAIk(1sX!`vPe@FxKym6(;T)`;rQ|O zOc{8;?#GY0qm#sbV3NnxlCA^9L@p4kwX9v*dsqVuPB0FxW!Skppiy>4thd3TH($-m zllrgW?YW!)h|8V%Hh+xiIgny^0ch+%SU`Ni|Hy=cezqIk0_+%=%+E zXP;JBKr@o1M*K%lJlunu*k~Ic;as~zf$%cAe*3(~1=qZ6E;8uyD&^jA1dMoK0YN%3 zT&%hMp6y#))QuGO$=gZ93o{GmL@Jy|dHG9$2xOrGEnD4U`1@N9Bg z-U_7BJF)y|JK)5TKe@np8$tZ^o*LdoVF_@k0W0#eohoaBO`VypD z-A%LfimLX(yl?)x1G^^%z4;1wuAZ*rdIn~Jg6mo6btLWji#%>0k~$TIhX*#HeY)@& zGUU288gNC}6YR@c;v;6Re|48H${klgJk_TKN@HJOCa3Oefd}M(9)oTbEY!w>#o_@B ztZK*XCcEUdFrbFV(>7b%ZgrNu>tfFF>JNGPRoMD=uA`NF4({&9NQ4P7QCdkW6g?C= zeu|wJR9@e=V0Fa`Hhtk)qyQ@^F`KD6^oR?#gJ_VcvsAtU6I3xh=P{nOSSAvS@Pl{e z*L`cwUf^7^s2k_#7QY1{fRcLtm@clultE%bzpM!)NJ|54E603?p_aXfP4lsY%C$Q* z4j33QLwEde;Xni?p5f4ulp3BL*>Vd z-Yv#Kt`# zqvc$-GXG_uJ>+~*}rn#PObT!{@!C2X#mUl zUex9D%_$O%enIkKitB-VKj+{ z0mrYMM@@}rS+ZAV@j6e97&X${BqOT@g3je8B|C$NvIJD5a|+LlFl8M2lCs>F3m!w^ z7C6{dIOH@3Axu-0OYCtIDeOan@nFwMamo@9n#Q;WMP>MF5CP9l$-;Y}mUbB#g)oqF zB=tQprB`~CY?P6=zjXRlzI~}7LZHFA;*2U*{etrA<_;WhJurv6!5BsSGE;daTq(@B zM;uh7Mf6)5`ZWuXa#C1_SHuoc`Tf@(rf=~r3=-ea6Z>a`(}se3)QeJziLHWr!>sJ@ zyntkvW@yc+x(E6*1zxY9luFQqV_;ZRx+Dx7h9x~EC)AcxoeG9ev&Qy@6x+ACPr2N0 zx1QDpYv^>K?4O~)1O=iY8Kq#cf|TSDm__AS)_%ynh^TG!9H_MCRAYG{OH0zej)ZCZ zg|8MNeNHz2qya}ZEY26B{_0G-LX=0dmSGN}f4{ZN0}5V>PF4XsF^COJHY_URKuTioSm2yCu<)zZ zR9*!?rh}75tQEQyasfAW%*`)?`in(jQjR-_TTQ1K0Y18wl(2z-R!4WG;Fa-%by*-y z!QYwn1NW}N+2{h>jSzf;s09$P$7o}5E{r;PkD9m+DL^|<&m1j{Ni$axF6=5+o9NT2 zj>29W28j?tkplHletNY%Duu%>gN4BiN`z`B4_0@WH1reO0A09A-zJuC!T4gSPZlwo zTGR^DObl0f*6lC;=sDdKkqI>nLbCxy6oJyE)giaSHEI@AuRMrT(wY|490SvH z<*To+B#Aja{hRO2TRG>cWGPYYso6~{U@TA#KiyEo6$Q-i-ixMi)5Ui+R9kQMoZBi< z3a?OS04f^<6IjWaQOh_W%(28=1Zwkf$9zeQB)tGfswGUs_9EScK@hX;R29%vetz}g z2I*myu~E=p7iFu~Ek>ikVM+!mL&rsTKgj7-S6L;ZU*C|Yla8bnR=z~A`ARgpdISNehO@NqA=6iY)utB+O^~4h8>Gj9kSwxwXK%l#lKVE#V!(x$ zm^=wtAzfp`>#8RwGZtpsoO2;7n6KYlzIW#l-~Ql$JCpL3FA>PJYm0pW)5BzV&BuCzwo zCHZ-|kTNIs?t#{=b#zd;gMmwS;!CS9^u-0~>o8FsedKO(?9Je<-Wjc7u z9AG};>=CH<;Q%V~Bq5tPbM4639o0r*duDG2IG$!UK@rlTvCl6jbwgrR9W9{y??b!+YG zS9XQFXjTE&f-Qb{;FlSHT*Pqil7tYc1QvKjx0-0nf#R-^O3&AMdq4DYOe}omh&co@ zOud|qf)&xJe=LsW+@5O^12zafx8{4E!&8=k%Bq})8Gl?cv`^6|ScU7neyd5cm!k}r zZT}X-3RoUF{>+9l5#l4@vAGoWSbh0M%K%Y16s#2CG3|A9Rn(IsYK~Aaq{Wk7A6@YyR!_WqFP`D;DRz3m982QKV3=|os2;W z!DNG8@1VpI+2gLZaFD&LDY7GvHxc_S>hc0N72xsPfNzt#^TWsU+4!6*h`}Y0;|X2| z>=x}tK!IwUlm2V%uBy-dSV(rGDD#P zPlL{rc1Urm!DG3gh}n*qma1x#St(zRYVd)XR7(UT? ztuxfV2K;CW*cDq8Q~cIF`7s|fba{#y3s5)3&K@|nu=m>;f+x(Z z!7K1RypSe)kC#KytW~5k^yoN}#GSZrxl|6PYA`V!6qxx##cKL?0#XIf{t!GzYsXMI zt)k6`uGknD(+ndk3rkv6#o5ZX#B-o@-31I-CtG86VwyLE2F|E;3Ch@5(z*p<|zaE06mZ3{$cHnw_KN@kUM|8Ut2RFxKke6^ja*nW0@R-HbR z4Sd)Mf=Lr@lQNj5M5Y%^XW$Q;rJba>nRC-@MZXfG6tb8-0B!ta6VG<9uID3?vf zDIB*^9%G0kJK5m}Zhc4u3(im(8x*wfeLF_y7rtw_-FxCC2JS8M|cx=t5blt zQ)N;Pr0Y*paOoJvacpi8b{9c-tAsmAE2<6`jW%1UPWS(#B29a4mLK`TOGqTt~u=}H6)k{5Y-FbJ&$C9yJAK+|noXCb!#^4D}SfWBG> z`gfsU z;&^grK?zA`{rr;f1!ZWbSLZE*8KO6y9GJulR5fv@m5*f}0|f4RXe(Ye#ZI__ax6DL zV9#;nH?XguP@8tZ&nluQMKS1bfu3F~+PFo(ZU&Kkk!l{amSb~P6Qvy4563+a_ zp;1vD2es1)7eazabj>jeCMoBJsrmSlu>Cjy*jBG|VhWL(8{s@LIHE@T6^JW1FA|Ti z1Lu4-B>mw4(rc+`B+x5CFok8Do;C{3dHZrahD?Xz;aG~=@o>StXzY%8To^1odw9X?Sitm zMxFG0d$^3LSK_KRjKil;M5NFSCQ3W5yFI7!2?=WwB_dHabIk1sI)tVJk62@zN<@Hz zpDnnv0LFSW&`SpF4U|1a9-fF`Na*Y+(5|(6#V^|P2vpLJ{$cy6uv^IF_JPLiBoZE> z)7)YLaegfj6qpM)-#$X{Bo#b{7bLod;4OTXQYBb`3h&PlJ&$L??UBBclBz^iB|3x! zx(zHA1AiwRC`>l!&9$(TNtR$iSw;}gvN3rGH$I_A9RMsUEo>-m2-!m*(*1ZC$Gd|# zE~+ub*4)9)2W^~nPgF$2^SQ*4N8eK7LU|r(0vWlu*CaVm>HGCFVnx}O2$-aFA?^qY z`??Elv?ECRLncL-tr8+3HvtM{Wx;tmyO@$2)MvL(e$tS>s7$)XSC*2&tURsa5 zh{z?)XUJpbulG1aaTUnN5=)~InowGy+zn2fSLeUHMJGF?0!)CTj58AJm9U(uA-@Tl z{)*j>)3XZGSjc^%9gPH)veha9R7>&4VXpJQKps_Kf0h1iR4*WgoQ`*NfMijug*0PS z$AvU*;E0Gck;M^D=$G&vu}>6aH0lQNjInJhA4QeTtQk% z>j2^@mpVOz4%nKNCdOY3B}wQzI2e7LK9}O@p99G&psKtePU!*xnjvT~_NfaB^mwT_ z$rmla4^Aa!8;>F!a+R;_Q?6_=%MqsiH|*kCzW0E0L>1uD1<;pE!LMilhmkPnNDJsi zLMQRKT#)9K6pD$p25p;^)j}dCV8W%yjajLc!hHXR!q(_K$4lAafT+0$jD>dc8!<2S=sYi`EX9N^4}t?$9w345HJBm6%Q%FZh6ZNkFoiz81lO{i`yqx}j(;nWQU{b}FAym6x=1{TlLruLxsiaRGtH3C6a5FZq3zH2z;So|CdD0oI5p!FNms zF|pVW`cWXTfjTl4k69`_8ccQhg2*)%TYxYkf#CTXgMz!mx^riTYFf|SOUpd3PULX& z-di@^*K&@OK(Gd$ujtiq>wT?Wh*@_M)N`bFD*{`FccXeMZmO=u{)g8N8iBY75*6NW zAAYBp7#CPbnpuPWZY9BjB%95^b(mSLUsaAw_F6@sq|^{Gjw>Dzz2uXheK{k|#OLR` zPg?4IH}(PtC$I4`J5rV>Nu|2M;latC$WCa@e%9PqK|5;fkI~QY)wf zSM4AG^fnjWt?82XtzKLJ05;+#FMvE{U1LOM%+Wu&~0gFBv5fUz*t9HS>IS$ zS)mFRK&&c65__8E-$<*qoi-M*#-7X@zAf$5ccR+FrBV)l>5r(a`Z_Gh3X7&3@F1y( z1v-g)8BdJ<=m$DIQ|9S!Mc%m$v<%=84fKZLe_oo2@cHbXlb|5QEBp|uORTUj+2}W{skv(JZdh; z?aM*1{VtS(1)CjNMUa>qpMq>5(UaHUsv*3#ly|aQO?{!E`u~uI-cc7+U`0fhITM1V zKa*b>-bP&~7>R-+w#-iGOx?grje)cu+vozCQ;x<*5#M;5!Gr{zZ(202#2q! z3RF{5L)sd}?wA15_FC2B&?#2LQJe`l6A#%62;K@*gM#sat?G-wJu7k(qBGzNOW!ov ze`Rx89ybZZWvty{sC%ijHP8c4%1SCsN?I|`{Ky`87&oVYh$p(^H7M%s5lXy|P}>kO z9CweW=aI6J3ZO)zQ}#?fW2|Wtv8gvj7If@*k1U8JLRxQ6kNf<2p0Fobj&m!>5V;}~qNM8Xk)NW8T zqKAFp0yEl9=wr%>4cm`%K+4k`InP1?A-Q`F6(~qjMCEn@N2J$gC<3(AKzp+Q5dL>< zhd}%V1pJ$}qY=evf~bPi6{%HH&q9x zTe$$b79s>lOF^1$jA#g%1TqIA+exTD4)%?BY4Qmrp>I+#8QS9mECu+7vgMaD zl~AiZtnmOwe1w~^>!o0UK3+hiLcNykux^UT&>f8TMJl&~}C%G0?} zPxI~1=C+G}D0D+|S@5MVSyqbp=vl%fm&u0zEi${(`|Qw;%6mv{aUdu`C;@5{ zJNhtHebFH>G3SPNeGyg$c+2ui$L|6T*97n5cXh(-23b+K+%wT z{ho2Fp;a7G-)kPvaPA%ybYlRQLDObVTap-DcMx(UGH+Pt4M?(s{js>xS{!mI5}>iW zTyQYeKgBuDz5X}xS+sW}R+&%TO)Nq?&sHqMhhQrytkBz#TGJ!>?(vyQ%LIKOh9?>2;+@-Bn0)R}bQdq*TWNGJ+w#N%ewJklmKScbQJ1v6 zUx%5KUL6#Ao+oaa;CQ1-0fR~O-TD@s@}ys)U^{?~-;SDK1&-GNHU5Cw@N*~cFh=>q zA7=1XB|*f|U`R+rO?FS@ zj8LHydx9SFF&Ge2_geZ(FX}u4{7yrDz7HXq-40GGZA~HdBN37$SsXn1sX0S%Q4|rF z#1RLEg09v-ys@Be8x9^?g7BoHKJV<$iHxrV*8aDW3r7I|0~oX+rc)ys)K+QGZ~Z({ za1_C|m3abdVfP%Wg_1ZH9C4yYtPvXnASJ2&4k#P)h7_C(yW+N&A}cYs@S}P*Li1D+!-;o;R2ud26RL~4q;|7 z2F3%JJwdw_JBpZkDt`dnCl`~b6K@iW@H8^QB&v4xfZnGVGhc$N{31ASVyKf3K2yti zy>j++fkY3L#tusJQJ%`;c+yECXDpDRYKc+Mr4GGqm`9XB36Rg!ncD=XDYdwz6^?MZ zO{ff7QTb+)Gtl#Qx^jE2BKnA2AjOSGuN+BAsPF>bXfd7si2ZtPp%nRvweO&f0l8(^ zUoi)CQps@<`AewbG8X`000d|pbSNZ(LuwI5$s|!&z9Xb~z#+@30v7`TfFcR+!C%Wl zwT6tUs1&M_=iDZ=5Gm2w?1uA<5<(+<-hO1@9pG#-R*UqJ00gX@1)m2w7pZ2Xy-f_{tP4fKQ+Sa$bOR1{0Y9*aw z_|Nw?q-mQeK!})Qg)raX z91^-%9Kvtitmg^_i}BLSrKBLX0q%7S6W-_Df&Vp6^PgD>fA8=9_pBH^f*b!u8RI{b zZT>rc_kUzYi~IjKS?>S)H$ha_XWqELYPJ8?hW-D( z68XRJZY1A8Jwwn`*8r^+H&0Hudi1Aab$;u_rosi0gS zlq?oQT{RTBwbIc=obRf@1vH~=Q~bD#)J9cS&xKgywC zvdbz$r_EQ8BB-MVC20QPJ``RHhsCp#EcMbQ6A}IchJ|ZIhcwm0*kE#2mok?|oTu6fpk#7ddP+(KDEfkj ziqMmWQcwEG=)$o_(}r)(^3oa~hX5#qnqZ+hc{AeR@0-Ve_C?ev)moeFRgY`utb?HIMy+{rW7k^+HM15E&qK|D9Hm-@htkg|! zK@DLC^xU{H%#$<4DHn|OBLINw$lq1}&MH~5p z{h2$cG737>JbxV}0rUt!U66X3s4aT`v4#l&aJsa*E;-PH#i0&425Gv2-91Z(kOHuh z8&=JpK1?#{iZA-qpwV{?X`^N)dcqL9G}t+%T%70+E^3DWM-!w~e`e(PN@jn&+W2zZ zw<_?lIXe8*87LM)XYY>TnrErukJ_iUocWwoF)AdC0;{bbJ%NOxf;e{)jL}+=MHz+I zO=|0Wfp7fAZlc1ylh!J9460a+WA!7FwfcC;st0JN-WEfn~-XVMyU!qu!-HI zaurG4qbJC$g7^?>JEN>n{{HUcBw-##tKvlx?L+ip={quI>ig{wsxWbuyhfV|rYkSQ z7_(}Kiq4V7mv)Y*+{hMw-v=ASo351>3-S*CdcMA()$?4@;I0@-K87pai5v*A>LB?w z^;QO}^2NqYdQjj;+YxLVPz;ip0A+D3wr7l18=2$bT%xjHF0%c8(oBN9WZ9Z;Q*GVy z8mSi(syuQr5U4JkpmU``!G4xezMAOQe$+}- zsixvOj=K^>8ynkcmm?fsxN6^{UA|Sok08kPm$N1^@+PR?goL5w#e%?A*G4ip>T{$z zH!-zI#V1iAgwtWVMTD>GVSE3eVUU!}0Zy zI#4f$GgObU&}7!NQ6cZ!X%ZJmr%H5f&~;-cJOg4Is1=<`3w3Q|%|VrQ%1d+MN(r3- znk2o|*$_RxSGUKAO&v9;Q!OOjUHci?ssxE5_#9A!6&3vMcxO^MoK)8I3X0GxvONps zI>FtCP(2OAHfqtSX;jH1S-}`qXBDc8=NXBJn#4&{2T<_>m+iizYEZt>1L~y8uqM{)cM~Pg=wYyVZ8?Gd6X)Q zMR+8aVJxT&gk)qcgVAy%A<$oO_juqMqKb_=%QC=H)F%wfxM15Y1s_RmaJtcjU}Q+m z;oF3GC`(ZRfhCgKikLDOB~1hg&WuK#MNO#YUO-`i^VA8hebg#MA6FFIH|l*tv6>o+ z=a9$mi|s8!&6LhpQW2m+eAy!(y%`V`QmfPe7>2Cn%Au2Z|Eh^Dw;s?Z}#wY|H$TW#Y+<^(+dKzbQkduwp1pg@5`DnAmU znHb1<r=Ug{D9U#P2{cP0BAh^{ zS8(pho^P75s?*z8rVtgX^o)y-P8K!hHy@{T&2)5A4Z?JDUW)n(A5Ed zj}jt^PzGuxAuUyny08_tQJ)k=epg|MR_hl9B~A}WXOjA&wWgg2LGBRsYA}ZH`FmYG zrF=Xv$MQrIdyf5|Nz%BfY6fu={1!fWM_@~=qsT(5m#!Z$U(hoFQGyJ}&n?uTQjsfo zw3pI6vF%YE6R2U?3qViR^+LCxu{xJQ{i4LIp(-4mX8ipeE=}sPMDQS`Uv`YOyGuoc zvI13sr+4iGC;B!dY?f^ z(~aREno8X!>sxvpj<+t!->k3x4jWi71r9h@p~dXaFCbI3g>l_D+RxK{GeCY28j; zxeHGcLux~)YcDCuE+jc-sPiqpdO7t`^M=qJiIAT|re?HJ1nkj&D`!m=cYJJRx;)3c z?l^8A3`W-xK&SR|Kr*QD2>-H8J-TD5u)`Z75j+Z6jB@kaLWu907;~91{PWWY)Z*r^ z-KWJHBvArYtCgPpxVP`d)LAhQv%&euYUa8}K8#X`S3(JOqi=E>U_bx^liIffe$awO z6F}OX1ysLVjS1`|>!*m0M1W407?kGGh^mhAhaIOE%PJQDycUI4l9*E)Dm0aWSdr9` znQ)~EP68`%aA`mWS7e2fnI_(hJY`^)Cr=;?qKAv3E(Y+fdf<>#NmfVctRkvn;uWjl zXp6q2u_Z-l0JrCm@`a*2HTseOkJ^u@k)A3FklGn}q0ZFsR3OZN>LQR*7IIsojvhjR zv|Y2&z)Bh-z?AVawRs{#GTFJ-9t5HuPfVL>cJLF=saFfUJ@F6a?Xn+vR@uxQ3a?%% z6^|T=$;J`drx76yX7PA}s!8PM5FTsk#f;aonP*h8{G6hY>rEK7pl6m+gNqW^^?9uT+gPaL6@0aaxg z32f=;fVQk0N|4jxFb05Vqfdv|Tg3Mw$^RKqxfKvvkOGPt{YlY_)+wW;LYUB?KE@BA zW`CTqJHczapt|2hY`DzPT&O2065AkM%i_&Zn?su%SH@n8Z`&hMW zp5<(*NTWwCs+l*sJgtosHx@W0q>mh*CUR-r@O$$;tE5XFxp;lO%VAKHe9E5<)NAH$8NErMJRcXlqBTRl3 z5JOteZzRn39?9o`yvdaZEmz%Ge2{*>Hh}r%%(D{#4*}dA!pu22L?JBbaQm^K+0DJUo#UnaO@&kqzg5 zZ)W@Veq|30+U5SYj1SaNp6kh8B)mfX4o9Y^%rg`IT!z_ zzaB<035v|vEPw4^`DU7f&zDPo^CJ77`Bg(gn%M3R_#D3R(o`WrBCJ@s+C= zG@y|>1cxfUG zx;dd=f+++q$(R8s-ZJ*0z=HR(-CD#SkxTNV1t$6p9OwY?A!wf1!6q#!Ns~!shHTP3 z*9DUIkLD{K+V>Ws0P%rq>259ZrcPwhJq?sNlLUaSOaiJhLF=UqsWp+UgZy#zgHV<` zLYY4iP&1M5nWFKdu8sQpNKZ;fI9)ey2x&1SOX-#{8BzqWL-sCn0NSq-s-43XlVReJ zrRO@nJU*Naw4gv-9QmCwNbP`Yx=!eTa6~QI!WqQrAkt*s5w+(Wd7pY-$wP>=dw>ZR zfJ=F7H34V$sK*k*Pu?veZxmWRWy$e|6kQ}XAj*P-x+fkSfTyvqfUW@OAZnC4MhG<0 zRe*&AX9MdW27yxivZq8E=3M@{C(z&11D6j8slYoD9!~n?3q(pAB7~^J7BI5z+6(XZ z@y`%hbzE;9cci8@>ek4u{)j?_p({WK=OYkoJK3NSY!WSyS*L0bSam){Cn%vybRZ;d zIR;5SDepwH$ViN!9E9|$a5vCqTf&8onl$7=f$qP2^L;rkN#B54W4Cyd$r5F5$SkC@ zjMKpJ2pTj-h!DrVXLU~mw4*=1f}T2&xeyGR?h(MD%Xas@KJ)R|^QXeI@`z|8(3Ajx z$BNhw86&X<-irskdmu&c$$v|MMh#6+pnXAUrE@Q3>;&WlX(ibNK%BB_V4@56g>qr) zhXQjQL9N%+5C=l8CgGgFK$)$zax8l$E~@m@HAra$S~$!n)n8YPm$_bH!B<2d+n`<# zjqC_aiiArJiJ`z&r09-kya4wyEKEko7970kMVPGY4jB*xY}a32hl#wLQ4b&t@hi@I zDgwVI} zvK;_S!aV9iW`v+^>$m1Xa6OeED06Npk{cJggrorpv8wx~_b7lu5g5)CN%B%*UkU=X z;MORuc;uQ!ZC*hJe1vst8~{@Jd`UdL0LJix)`@H#0cg6>uv2jPC`2%r_=K69D+nYF z#9_f;XbI@oDv+n<(O&p{()su{AuY2+w+ktcdDHW7d&p6VQj7sG2z3dOpnlM{r4wC5 zeWqX@E6L^-@;6RGBpl1YDH%i;(z4?u+%w4IOHRO%YU!{iPaxdZS|C{a|50bydN3_J z34cNPyWAZ$9Q%rU5Xh3{6*c5yk0lpla(W0@h0e2^W+r}eNF1?^$%cb;CmO$!B^Dwq zl8@E`@WyhTYOn5Yf-^Jqyfl2ShJy%yL5nF~jar1TmPnGz?L&hk*=Hg{Ni6hY)5ZXC zQbpar0-@O$RV|1t!tJm|e{;G-q`ZSMK5Gug#S^S)Klb@*8a9Jf9;`Hz78qv+|J{XH zxpdZ%^#t{SAvl=*p8ulplKfNC(jst6X)lv~=zREZ@`k`7pF=52k!VvgJ3LYSOv5AzGY1(SISJYsph?`2BwI!lQ1#liN z9(J%d=?VolKmbEjtf4oiZaCulsiT9e|BnSO6z=iUv?#<-Y52!&e`3&HsZj@^dL>nU zWFRafvcd?*nZPy?=N5H``8EM~cm0RfKjmd*5Z)+4pmZ!QO-nCqvMrkeMxPIn& z@VDkc*N3It-#X+b4(b+zwD#$Ei7fUof9lD!YabL&5o)1)to|ys74Q8gAoPC+yiHF1 zqhTm?z&Idn|N9f7e{cHr?|8R=X^O{BFF5L-)~DXKZbEs{JodIPKR9>on-BJKYxWp_ zBReNbmKm^bNo>+)+h)5EzXul*%MwJt3DG(8_0NuV+w4W7R!7`nuWZvvdh+QvpPpO3 z@$5HG*qs#%^{aj~ZDw0|s@X?aHI6oqswnfrZ3?Qr27#iIrW8A=e!W0kyyNN9Wz3AL zS5q2y)6xU$@2<~xJcEiLBo1JEZTQR)2BJ0Vgz zc1rKwSh==*eCLjnA{S0HRT^^+eXt><#K=ck_}}id-@i^;A}P5!C@83`vhvuazWiOi zA6nVlC-*d@HyrwW=j>TalS5}tNjQk}L_PREI0Wl6;qQH6GsS1=6vdA=RK4?P!pPXT ztiJyBx5Wc75+W*_^9u?jnK)-tA8*4|mTj#9vvcv?_LU+@VsG{|U4F%a&6Cs>{&J&2 zdvd$~|9va`=DxL}_DVu#ihfw6qmB8GywHEGYWn#xkowDP1Uaxajqbp39e#%2c>xU;{DnP~Q-C7l) zH+P@K4|;lfW_dY*R7GVg4Om6DXYd`7-K&#AlV>~4miheSy3g)!%2RF`9oE_nR$osq zd~5S4X0~a=wUGynhdsPPto&A?1q~f`b?Gd%+-uiL%F5I=H8pWm>1^2GgMR*G2s*Zn zv~IaHZCGT3yIlhYQ@o7Hym}RBeK0t2!(ed1~w!S<%3yrJ8?M}EmxQC?&7;p zZQ|a$AjR#%j~_pd25s#mYFeRgv6R$Q9u=B(`M-3|g%d`1+lv=zfWjdY-oyP?v2k&B zU{j5Yyb6M(S!rl*4;>lk@1Ono=lh!OKYRK#0gi}?_)mT3&ISlR=FFQH-`;MyidAST zFE4M^DF+&rCSEWC8)u2ki9+ATEb^R;Gc!yu+_vpU%oDRyg2roi9D2r5zW@Gvo#)!x z+M-H_63Fn|8h8B0IO%y4cgTS~)9OP6Bm z9ZgxEJD0EgK`%JxrptSdLuSTEe3&nZDa=I^ymZN*^54I4tZirqJxct!v8%eV(MU=^ z%v(KMqB+YF6=#N8Mj*&k~W) z>6_neRZt!aloofmDnj*`F*s-)T%eVOMKtb-E!_X(#7ze+aK>W^&NumjfG#wh96`<}U>9Kow&{)$*?}^-QB^HZS>zDoN)uF10X(ErNgsXX*M|zDU zl0GK^m?UXeydOSdJVY`?(d4-gSckMtpFVx<(bxOe1C3_nSw z$27Oq{qe2$Nbuz7=$Mh69dz>KN%&YMi77a$aEx_!?UKU}6@V#+1$-`+RY!X}W8uPu zSPc2qgHV05p^z;mobzYx|B;CZiq{;F?n#n-%h`bzR zme8#*V&miOkzneD#$UdywRp=J?CA3}x$@Yk8>Uz4)I^AFgB_!RrDY5w5j-mQZq#vn zkU5`y7L95M6^3Z}{iNvh@LCkmF8MLCV<1~7sjt_kJN@LzleO4QTZe*|nV6b}e|P-2 zo}uBgqeqXzs#=qM{@l5!3l~18l>rX+EMxr1yrR1u<-vjH&+EQ8>Izee+q9|B`rLXo zBz|a+2N{1;k#`YP8&W9S@Y#3Q!g1W6|+CnFORDLFYk%GI&rFpP5ahCM2%ar!BSQLrm0tEG`u~FTo|V2TAX;!()(<@K8x44JSq>oGmCQU9j5QG?vV%&g=2^Hc=H9;7v%?W~w@R_JNO=D@Fv$;L}! z6=OL1>le+*XeHxV{wQ*BuL?$r)a}Mf!>X=D4&wUg#uO_{%YEQ?v3HE~k6h8bsAAN; z0Mi4xtwlu`)5ytnv5{P|By_q5d#%NtkFouepjM|Y94N06&|SDfS=mG*XyrKuE!ko} zaj7-Etcm`4WIRw+Ri(atyRNfy#!Ly71nd(GCe#P5;dRyfj0{R=dWZ+1GFGR$?>u_^ z%gMlqh*VVGf|jkss8KC6iJgB{G|=5UfrFw9Lp|;A+GVAs_fTL(SDPw&Zm?l@U~C}X zf&oeJo%}Ln#-SB*f<5}C-*n<;Zv1}O<&Er@< zyc<2hyZ&3<+_GVy6?OLPUzj=w)dDEs=H`Y0vACfN)yzSV-bK=9i6eZaxya6?bS}=o zD@9{tmf`+#=3pbuHFfBB-zyb@ZnXr z=f;3LTr63sdj?}i#YIJp?GAfj62;mBk2b7_IK#>-G9VxTOFka_d1#aQk;m_m0}=a$ zN*4c;xktAoX3Q3Fj-u>f8;zjK)Je>GSh@QvTC#REF+U}yqLzN@#~;rgve~4KfF65r z0lMk{>~!!0xCchTVzCACQxiLuj+7Cz5IQ5~rU9f^l6rYB6FIkO)8WwZy68+gqcI0QE**x%p3`)S$H_ohwLU_WVV z+u`uxhaaM}g4+-P`byXC4CbfXo@{F4q!`IER|I~AyL>A5`t@XB#15|&N}@@ZE^UAe zs~%(-2PkHEXea@_PyK^~!Prm;Bzjs}yYmW%20fq;i(8zSWCxKI4jbt@^FY&t6=~)L zNmSMLfNu?kY&#ii^d0q_C9b6V;y#+@%IoT~bVormEx}>m(b>6T&6+DUpCi;@3C@{4 zTX*k3U2|DkF`{baH3fetnF4TcTrouy{w5>?l{$!{;W=V&3><|@nw!no=K}(wk>7Sh z{-T4`Nw~}G+JUGgK~oUrCASxdE@+)#t`B=oH4*1095bebcy=YEkrQnUNvendq-#DNYQ$f3Kg^f=@ z5o|YJJza#u8Z$qJu6P6Q>`cNbWDB~i<8^Uyaq#ff7Vu(oF#h-I)vMFHs;jE>@!Tbw zmv5uve))3dix)4rKn{SP?QLz*xZ1#w=-Ef_;%4IU@xcF(1Kf(i&{L<*c62D==%886 zxS4_B;VDp!>3_cUplUW~KIefecy8(|Lj0$Q_=IZfOXy)Ri=2J^Q%E9o4ji~lF#`m` zg%Po}`!10QD5N_y!IcI(BmVS&#;J!2f#$nn3TO}7*E?E}SezuFl=N+Cszb>0+r{4m z9)ADm*I$2|#wuFP!~@!ut5AN*=`YX)>;wT5x#CR63-Q6*3U|vM>{vbCYyF^Y?cQHM zP+Yfe*_U5#oHld8T>wm?$&CyROIll5U^o;C!r^G75{{$TC@Lxn)rno$l5&U!w11tQ zon@Lm?dnrPWMpIxjlOoMy@tcj4r@PD^%z#+laDB_!jL2A&{Ecgbq9a;f-Wdn>HS?E zFHI9<6crWYzB4y8yZ~}09uW9v>CR|gu&Yao#h7^Kt^{?7^EiHOSKb~rG&VMl zy()ldrhWk3H?1;KjYa;{8nbyXIv+n?G;7u@Y=>^JclBu2rRX*e zL&&CU2cyySX;^u0>JiZcV@pIXtii(Dymc$cA9ad^0PN-YX+vhm=q$RoFXfd>?=`U0 zL1LR+#l=2Bw8b)`_6bP2YtVyVm!Q4)7e@glgCt21fD^6HTZ>q*&N_>Yyw}2_ zqpK?((v*oXSD}mPZJJsGRI*0&o>wfo_FB!cQpPOx+}ddovT*mb5ZPI zHs`t4!egf{dh0BlFUfAtl}8Pdowx7P>%WxYH?zRtpt&6Sw$)v(l%4WIf1EY%>Ag)g z5sUL-2VvCBLl{PE{L0~jCTI;Ud}rOLJ&mY!As2GxM&0{jvew%}P82*D>_BI6bHl^i zJBxs#@_yAEyAI&;Om(r>Ivg=TtTkX>UB`wF=H}(Ckd>`{#qeRw|M&+x-w#E6_)8NL z6WK8Uuu0U(HWI*QuUJ2`7S9DSz6RBZWYiyR(GAFs!I7mp;v=P%AB009X!!d_6ou5g zmPt3{9vjW>HuFaK4y+ouH2gU-cQxSEIPcSucha|m_{JECkC;h1i~b@a@h-C9Bk$xx ziHb*Qk$a-R$48{`{{4Mea6on5fnCoVGvl8OAC4xako|{w)eWaChS|aC0hHFPd*8( z>O)U&kfIkJ2oBz$h=>T=9IwqAH*Jz+0-AHMEu{*;b6-gR{`+^CIyhfBfZ22A&ILZY zerpYRpgPR8tBtF)@c-mS?N4|LDvREkIu#grv6Pe)Y_qe!*;9S{_GYNT&fVLmi(C`{ zSeM(p78nDMkS1YocK|XF#lUukEjW5fw@et`6dG4~SC^J*V+Ud8`2(Ha>pz`7y=(8@ zpBdedD#~RYJ#u7Qo{MRHUt96Qqh~}!#?)v6kR?t;xGe4i@{W5=6VM^_YC!S9(#lHD z?jaOQDOiNdWo0wJ8O563e&WV;@ATwNIMW!+d-v|0I(=F;tE;oq4xUdySgcr=&waPd zSg=kDMID7K-2SZy!RHzHO!bGZT5m?dBLTe)%hc3ZkjK_zrKp>^Jo)v*W2m*9^7TzU zq>3)+apaJ*=g+sz>q3!oH;m3mZeVxs=MzB5>%~=$+e;msi{xlnb=rf_c@V zc&2N2&1T90Qd3hI%T-kipQwF_148v3x2%@K+SdX9t}h6Am~eb6t|jw61Fnn$Py4=VvHM5@wY*Hu{~K#zVpsIoD3@s z9L20+|AhuPEcDY%6OrDbxJI$^NZ(#Lrxw$emKMMj1K@WC4P?ienCz?qtgj7R3`Ef0 z(<6n;q@N@*&BG(l_N2F^W&3eyIxaqyGDzc~OtgcKKAgNs6wW-XsX#@p80GXS$Uo~4 zSLD1WJR!~836F`hv9VS^9bKKBolO^sgeTeiYmtl7!Qowc2N}s6iM|Us2Yl~6`~*ie z^nN-h<1|3+&0u200sH3eyJ(fcj*CN}S+Qu**QgYoW6s=r|gHdB(OUgA74Qb8^j!Q5K z!DtUjKzZm&&CeI(AAaxs_g63&-{4R?cHas>^CYFyXU=?F%ZKoA6)+&K-4@PAq8Kud z6Iqh!eBi)clzd3M{QUlvO}NST@K+joMNg4BklJzFp`J?=lw1}=WapIQeJulxLN18@ z|H7P>H1y@V)JIJNz7q$2HJf|llG$PH%PQ(OwY4pMU&V(zgs)1m zQ%zA@EFAZHxVDaLjC{0vba;xIlp+=9uTDyzu)U z{@A`-`uiUqz5c)aLyx#d$NO?y-@IAp^CIliCnwg)G^<8tXlUrsqellvnmr|>cXM!@ z8J~5R8`o?TTw1D}k)CewskOB=eE0b|(el0mE+3yQ6Lao22$uD1stuo!zadg7^c9m= zVXH;WA7YkumA`W~O!}(No;^Eoi?NrU$EcyNu#Sd|j7kB4g$4Ts7VL`;isOUNHM zkY9e={8jAX1ikFVoSd=v_!otR3cT_+OShCr-JiW^!$tuC0fhms9d-wvT$ryKr=6mf zY;xGy$tlXD>|TskQpAM?Trq#mT4-dN6BV^l@zx)^N~8v^%KHiNi-?FU5jvvmE2yba z5+a>qR1_#wba9r#sZ$TKva;-kI@MFGoAr(#KYrQUTl2_~TXkvH35EV5h4}Wzj~^Fr zTEfAxrrMSszVR}8{093>OrkO!dIDQdH#Ielz4KAp>h$5YtMZaFw{6}$o$br7`uuK= z)~J4yWqoS2g8!yDbLSR5(0_J$$&!^TW9m}OjcY_iMOA_&9bd($vqZZ!9~|3-t6f_W zYJTa`rIn%ve@7e&j(Pg@soi)+Mn<%CbI!_bR<|1(8boi~w!I9XH^d*!U>?tnPz*8~ z?yeQkPBytP@!{C?g`9Z$x1G1==Z|?SW!#(=X#B*%amw>VI6XY><=d45He}Y2emdgM5T5hr&qtqr`&>KM!#&fzI7FHi8R8;Pu~UhOue)c} zm}&a?)5nfshP=E=eX6CHX?fVZ8Pfc`pXbh=U8W$C9fp_P__bBr4mGkJOSYE!gkij6 zJSN6=xDH!HxPN@TLdGo}mmG2D&KlM*{!cMT{Mt^ei#0(HRA_l*9C8sH+F{=r_IY$b zff=vMjwlM+)>ZTHr1%84%loy#_$RN_wi&P8^1N4T9y@lY_2I>f7YqDF5@yU=P%~)% z&eK^$KPOf|J!Ye*Xn9QbvBzg!dNbPJy?JwQiJ->&{??ZTkA{Xt^p z5x9n$m$SkydwFTt*(D#`;DcXDg_ut13BPvYw>8xak;*H7|NWqjDYAC$t`ga)tVUna ziwjq$Y8~cS(>(*I3_ZV&U*Raf;9Anibo1Uy{>+OxV?|K!DN6J*usK_2H zR~Q?r){h%gPten4JM<)GG?j-d2+GJb#Y|ig$th*`<(NB5Sv72DGbiQ%;yh#r2F&N_YV!JPktU%kJA=&$6UUA>C)+_ zkh#k?y~pJ!5407j$EfkQ7Wyk;`Qdrr)J`!AH?4^1cz$iwisG^d$M*!S)IEB1t7Gp` z_Qc5(C*E~+nLEDx_%^S{O9I0vGx_PH^iZYhoL_#q?(gs4_%T}FtEv8F$lE+`-m{)ff`;>J_#(7RnXzshb z_+f{n%b*F%gQuYFf^taEC8E_Q&qh zyMGm>)UajbgpWMf`Pa|$Rq#Kx95?6D@$tgOMqNEUz5bCA&7sb!s%%$BVf`GbMv3B3 z*@W|Rmv#QNP)0e)s7NivOx<_m;oYPCtv*=cpFe*d%wO*vr5briJIm=ICav#rMaO}r zw6vM5>`=Zm&xODL{yR2|?owCLxTjC|3Tr1HXw0-%#pG-4>l0bHa3Q{0aQpTnA~~P# zQDw#SjgY)pYw@bUSFkF{Sc#sFp9H=}4byG@@;@H64V`8WbyZ6avXAvPWGs-i#uPqv zW(7@TL+l-feg*?ee*5ish2!J1GZ&1cY_rBKzQigJ9UmR74VGhOIDLH6hKIGS(Ph!1 zMMdl7ytcZ!xI{?Gb!zV1dBzzR)=^w_XV(n&TeHfj<7rdpW-lt2_RnrV_V)QTBYpkm zgIx#5)loj|x{40&-MiPXnD@m|)Z_tNQ%|wuK%3$Ks`$&^-rfa8DXt^E^Fpg7oflwd z@CkpoP}z#w-~;%5CiQ^qROW?C=rof|nSZ9xwK(ma~e@1MMaCJwe0Lt`lSSNh}siF?8nK zr8Ux?*gh4T@9w#%Jrs>XqZrzh?OGq4;MmtB?jGva&tS={cKh(BVklM;d!TlFMQ2-^ zk=KbMV<$%zYEc3--BRSmOqtLLQK#ZCpR%1xFH>1AyV`tC!% zPi%R3c%t@PT(BTP%FYj4hiP}sL-C%|r%$`I1sHGj`0Nza^W(K{d@R06JwotgqNqM# zPNI|*9=XeKt+9P;!4d_X5Gm)up0sAOM`wP}3K5Zz&~hIiwl^79FdhR&v#gu5Y*Xw% z=jYZZFXLBvYBer9_4(xJNN*$C_vTH5iby~)hZ5@q=^i(r2nYRDS^?GoI~roO?6%mK z{(6eFJ)TqJp_nGN)dQTsP>O+D%Q`9|lkUc_9eW!j-1}efX|3FXg`8qi_9j05I5tI> zH<$Q0C!2}_w#X^TPS`~V=2vVntK1kguJ$7avNv6VjdA5z!@kNXp)xwq?$7h=`E#>E zKj9rV@BUU_ZEbDsJ~33ipd?^y7DHB67KmXlmVe!Y<9~T^Ng7p&2nfi#j}4XqE5_Ez zU0Z2rTO!2Yy08@^*RdMxMWje*EG4`?XTC zhhFK_B^q8SIvO7z?}FP_zq@-TFE1~@l+;m4hwcY+CiR?JW=enl@I?G%(}+6Pq; zimRjtOZUhhI`pdL$wdIqm8`d`wpmqTCHso#%Uo>J$*>8hZ)3?eu`@DEf#w|2^zEJk zcw29i5)FKEabbNjkb_X;9|NP4)PrTDx}bLf!R`jEsEq_O1QLH~TQa>i(N_6FYNH z<}F~?XUeN!!yWqYWMN@RiPHHwOH`V&oR_Rx#lj_Yg?dgttcw|W^X$r4cT&k<(YEI8 zYLVF^qYGs}U+*1G)!J;3e_f~ui(}>dm0R|k#d7vZ)`@UaW9FYIy=K-aFgBuw9EVWF>J}cWC6u-_7El*;U z@1702IW7Zu{W!)OwJT?8($&7Vp|;!)Mc~gFv$SU(AXF^3+Wls4c7L~4rd>4VW<;W4 zp*%C^bAO?bZe+Ia1uW>Q)t;Y^J7)pcan2r!I2dqZ)X~i?>+)j$6Deo^5Ep+HGllZk z6aU`%Q_Dpxpmpl8N6KO*0HXq>oD;z^c=#KAO@?=8d&`V%eBvA8EjyWxaf!r3%CD%X zunPU~;S``mMQ0#3?r@f7Ld?!Tf9xm@rc$6W(q#53Hb5i(sHwAsco5fuAwMCldk#Hy zT8)k`pFG)vI*^1pbpBvoy)DYfe6AgXUeDW--@i8rO1&Dg%{4DxFFUZsZADSQq5%of z_Qsd~OJ*(LJTM~W@xF8|=0|wZ^y9TR&quM= znFhtL|2+Nr(GS@Z!}WoiPhODs-_-LV9YpZRkJ9{xGb<{iRZ|RJ{LWH-ZXs?CwBV=Q zht-~?wbzF4%TW_8__fwpHt{$!?&CC)4J7UaMu}Yif=Fd{w9z=eUi=>dC%%@dD(}Kg46q^kRvj zc+iriON~+z738(-K|XFA%Y7%)*V`2iYrkGZ2VCB$C_U4wh zXaf|z5O$Np9Cr+U8+s^sM|f9t0)hNaX}{EBJg$yUAK%WIH!tgcU7v=E3Uh3@Cn$U~ z_z+#R;&^+grfm@@ zb(~IG-Blf+ygjVFVK=K>fRGEympX1SF0Ra5?RmRZ-9@F~@?K9*Pu3qB>{DKy^p@UW zZQUnS;v6aJ;zh6>^`SJTCn0w-v18<)xgs_52YbbmYGYAI%&{XoXv!KrEn6d$^tum3 z;*<%u>&RtJ+=%W>7uVtLvSibWUMIIhNol_e-(RvHLma$5+t(7xMgNBn`L9M3%RR<# zr!`9sShcYiVXiA}d$2X&pjmxt+Ib)rItR;qC=^%g=yR%W1 z%>YugR-WuL4g#Ka8Sd`*z{z*$b}8tSWnEIDnL8NGf+4EluOI)#6|xM&rsb1YI}^Wi z)bg%dx7#R53%~I3JKR1!xG-n z8}(_*NqjxxSAm8g1EhogEmH`(FPIBvYMkWK(_Nbsqo148-&Q2JY?;4M+&cC$H+T0G zw^5s*CFhoHI{KiaD^~r2Zl+z?nIC2(a)K9l{+hdL)22;S%XT<)JLTC<12X9h&g0@i zRcY4xEZ2a>oZs_J%H#i0^eq$E>Y7(xeB3(cYTL_8qnrU4utF;=CQXpOMq55!-j0m+ zkP1vl`fSH3Zni4Ev^4+5`nWnyXX~2rS`8Ffq4O~kL+k@gnTbJFQ2&Dd8q~?QrgIpR zblY<-^qUB@pN$(g9sq_?#Z0mAn)>wCdnD^;In8&5?}n?k4kueTHD{U$pvm26&gC+f~JY8G%*GY8KattWaOf+DySq4d> zp=oJpRTqCvv?=O1FVUfE>~P?~fl`2-!KaIq-Zy(rrR*36m^BAiag-Wq%*pGmOh5fL zw%5=^G++>$U|W8MZKq=yXs)HkrG?y5N3fJLy9S^tu9;bHO#m!MGeJ)}Xngj*efv5( zt5|;HlHu*R*A8w4_R6*Db-v4ndrgNiB)B>40AGv4(JJ8w$DN>;DTT_2>!`@{dpcQ{ z-8=uJ-AAQ&trNBma7RIfw~4BuGVVO#4aOipw%PzFt&`_4_c|-1eL|ex%q|pn*>`1W z6*kY~XX2Qe2 zV}~|2w^Z$Gi+=z8ULLpWK`d352wOm$gSgSO%+Olk0o0HWLbGhrtXGd=4Zp874lOF@ zlqhN%|A_rG6P%>T^%HQgL)rmFNjZ?6*3M3|MVEVMI zmRcR6ty(vV!E( z=X5~Ao7=4QE*4w%IUWY6uViV8T$}+2oO^KmDBGc^^YjZQubAEYQqIv|vDrQP>+G~X zJd!;)85MNv)~${j2$<9CBF6>mrh06s%W|wb>hP2PJ``g?aPrP{AWy6krgPbpW@u2* z$*C7j_>ybf(sf4W8DK^R&c4r4d6G}H>}H9hV1ln4GA_PNU^{VZb8z~Egm#WwhWhq^ z>(}pKS2L}7aGa^~V`9B#-{(HhsS5BTp%%?U50?FyJKoFg1gTfov9O4p1P_svDM49? zP1U`2`LfET-+ApoNEPZ)Q?|?>y1Z0424LxhfoL=!p2m>(iY@!`%^H}2y;1wItFg{J zkLs*WNWf0f35u!FBd8IpOqik0Pek8pOAdrNDoqepvz)8aPoIoCno(|)qp9coEJhfG z@Ztil#DIa}_AGUlhWOnkV6wGIwH8B@;z31YZ@pzX1N#O_WYf$f?cQIf4OrB$;7Ce6 zyUjS%UA(^cVE~^J_mYjuJH4fcZ*jYJZ-$bb-+7xvj85x5X>p^M%c1X-(--~o$Dd6- zF&c3(GVWt05T^r%Qyi75bkeL$#|Aqf^j+W6E~uNC3@BifvT_TET0+iPOqKaI>F9cG z<0|ZjhO%TJF8adQ{he1W^SE z=wkbUsz{~PL9SZvLsgoAqK21$p11sZ>uBPhI@jcIdA3R-ggx;V!=p!U2X3>D2igpJ zh;OZWUv?ib#4pa?#mT8Axu+?+zVr0KgI7`Hqks;K>z#Wh9yd10m)ApaW3(3d`hWv1 z71lOT&#kr4z;m;QI4T*_fjXwyQ6AoBVsWT{csSL$?*PAGba}jo)K|GJ$OCG3s&nW_ zXH{WDGr+G&ikRt%6Zd{zz-cm&joA@Mm4%gx#aMtcKmDvx)sxIXmTp7BjID#*R+VC| z$x6in=)#IiG20SUwDON*XCVFvS&|&fE+}Xkk~o1fHHK;0)5Ld3UTaCZZTlfsYVxj> zcQvj;5Zx29hwHeiZY?4NpJF4r9<<1%`(d6%o$ROAGr)86+J;Vw2c?{NHYcdrmB3gL zCzqr{a&6Pr9x1kC-z%VySlUI?%^E{6!)wpg(BpNDC9~&|`^k6tHwr>!bHi@>&Z7+; z_&Ij+Krk(d1qsK-v3S&>guxV1`^tkG@7#ybF=x)4M5#?0v9~ZBQJYUbKQgomFoL9V zzEC$65I?B2+7RbKP#Y30n|oO2M7Nlfu7S{%-!IpMDY`vNS|^4Sw6tcABr|h}83ggd zoqILFe0jq^A0Nf?6laC-Xf?`xxFN@V7_^p@N0toaBXvAh^)xG8^(f_C355lp`T1?qHLDWGAA5jN#mrw-q9_6_ZD8wcH+mMv@FD$|!T&=mh@$Bt zk1%%+&Nyi(OaceJAa?_Crr<7x;$9NEY#*7c;C?ME)4eNqaBOsRv;#_ZqS>m=C(e0H zjvBLm6~Qvcr>AD^2Z_E58%F2a++Thv{rk7|7R9x|^`s(T!Xzg1^68e4GKRYB&e#IJ<{Y#>h=;?N-&4&8cLMqM>9;U$DcuQeIFeek~rr) zZZ8I$l0;!r?TNi7-OGTYY}S~WQsn0K2~SQ8;|1$$BZNd0A9bv|CCipYVj)>J=QJAC zmqXamlBTg5?rk)$5{E(yFnb98(GIMER|)#o1CM{YZ_=ETT~yHb67Wd_PD$#RUbxks z&zR29pmQ+9%J2}A-Nzk*rCndO%~%ebs{&6hPUb54O88pEDwd`uaDahmz+!N7D4Aw> z!s0AVuGY4;2o#}CujfDpYZe({TCVXA5Ht7FD(CWq;GFN)|Bi97O&C=x1Jp90xTC$@ z7*i*?=r#auTU$|3^Wk7xqyY)=62vEN{r4{{nXC2p#~|&o6hw zQrD1Om>6T*UaU3gA*_@7(##7&d0-=qH7?C0BSl+?vx@BOzJTnH!%gkOO;?87l16N` znYDR&d7UHY?)NdU*DRPl`$hSH__0SEK@up@=EH-7S@%bZdP**4H_wdLhZU7|za4uz zN5IK(Mf@hE437^>Sv=a{1#`iWh-$=DnqFFmjg>yWc}9v5d&J7t*0usbDCW2I`)e#h z{eQ!L9VGmzH^s5py}C0*fw}egKR+!I(UX$v%D)PKg2=dfw92y>Y3rse?IfdXKQH7K zg0B!+sR09k%0l9a$`EK6W+25-so2K$81H@7Ss$NsT?>|R&&1AVR<#snq;>AZtGgco z``B-Nj}}+LIf>KD)~4x_Y>jD_>@sA=8eiEI4?!Ewkx$@OQ)Y+T1|J5{Yj%@!d$8Sj zI#es%NN01dXN1nSOrR@hIMC@&UvO`BAJHwkwRz75AO4D!L0e7lVaB)Bl+0MYdNuy~ ziJ8Jl{#Fk=JiwP9r1kFapAVLAtu+=9v`%!Q;?&ue;ZHEW)6V2*dGhEeX{JhEpf20UiuhUAWXe zNtQsRWs?)*BmoF(CGN#%`d~B5uxTB{{%TfwXV;3!#}!3IimTlRZvc5kO4zoUz$GPC zfA8MC#aQ*2gfXXD{vmY<6g@gJ)I(cIdgx|DgH5k&HEfmGzMS#mm>vLE6xK$Y*b9T{ zY&Hwa4wb%KRY^LWTiPYcZM5HE+{MMk46Z79x*nfeW&!gZMoF#$7DmMsUb5-v5tM%y zSYQN(pw&p!cez6@PI2thBc~Nc@5Mu*GI6*d0XToqAk}j{CO9W&WUL1OZ+-jrJ`i)) zCBBeS^MvdOtg?oWZlqyA$y3LS2MIb-H$Kvruu{w{3M;^XSf)fCQR_~Msd{VLrQEm^95BG4*@q)mfY||8JNhPEOJg z!JfX0jeW=B{!C1k@-POtia*`$1jyG8=l-yJ_wTFU+4+O7fVzB%%y{e$$KLJ_=4_0E zSw+OP-Fx;7q5KL82_1x7$poi@x2Xm@gb*#pz`-QvsvAT%3IJe-ip2^d>R}d_k%uRqL;ra*SrsYpt7Ct^uzD(ckMx1OjrtYz#XBMfpa`yPo z*FP-A62-`Ar-+%9?nGsEJhTgckJr@2o^6=#Utj-wS(E=R(D3DR*0@i@n6DrDFK1S4 zZ5@6{-$L@V$3!Mfh}Ldoa=yNCLZNwt^^Upu$EL=!hM3Msb$}g{-3r>B_cjSfXMpuV1 z7J(>sLXIgGrcl$DS3rzP_+=hbsF#jgLwdH^{^s+72fr9LsJ&L3zrBkifAh54{q@hw zIj5sDU;cFLltu378PTAkHx8FM&ahh$yIHnu+4r%K`t_F~?lmMxV+z9f5aZpjVF#NN z$nsG|g(_S(wLgEHd6RG9s&C&lGRM>1bti1D_uw3vHm!61X85LmapB-D83 z_UX4SJcCuQ<s(`%w>_J?{;|Xub zUh9-Xq_B0VVhwLXs>8fG{_FETwR#o!*CxHJTf(+O@5`PDkUOoWtb84yH3AEgmygf< z^`k%MELiX=sYE77xcw&^Nk21b4y>aM41psL)=Uo(Z4OL37@B;VU*+em6#Ds<$S^HGQ_V2TF>HRCIx_Oy0%m`aEv@5A1)?3C=Fie5ir?KDOySML30kn1aO|Ed6 zeky?by}2#5w)|Be&J>w8L5=eu#aA=&0rMtIIe4g9!ruU|S*`iGR|ON$2F| zjz`Vcad@V%@K5euv42bB9b3P7^I>V1L1n1laCYv2|B33f0TM>=D27OBK`79K1`?qZ z8V{hX&6Vpi6tial1EdO(+%FH#P869|fc?b7Dv&n;nHNC#K!LeQH`Bmg5s{2?DA6Re zlKY0;GK~{k+f;1t3@6DSrQiLO+Kjx`mzVf+@72~Bp^cjQ?uNCA{Z_zx`$Vz_nIPXh z3{oY{s^f#LJe8D`F1G2WS_D+R1%RwGve&Egy@171h3J&9w+PlJ_8uK>Xs%knLqz5ASHEs^*jj!&>zxc0J1kgUxOf=-`uPZ$X5aS$Jtae>M?*- z6>VG+LP;L7YL_etKmO!`>C?Y|v$5SW**=qu5NMfZ&wSiD4bo8;Fo{SZ|uZ_e*d?m~v#hkHHfi0_f~Oz%QH6ez`gp z4yBfYl-_3z*O?2bg#GOkV{;VjSuNE4BG9D8&$47btFNHtLAw2A-@Wu~job)X?t3>s<_fb|b<EsO1uOpmkYx7#Q4Uwyly4o}fV|{>3RU6Z_rGhY zcTC{n<71)7Q2EKq&K`QUO#eLqD^ipd1f<^O|F&=ceoQw83~l&*6Rq7$+oKOpJWEFP z!E-wRvZW5qLCn5W?fiucJJ?$Dou^?XSf;*& zpc{ut#LGaK=Z2J&lu#bhEQ^9B;n?6RR8iQ#=!fk}CLmUPv2z=`>eCW<4Sq_TAvnY# zDKqui7BZ(wNJt2AxyGR6rGWiFK$>7CVo00tsdc!8%lnoCNp^IL_TIvbBU9u%YFK^< z55hn^sE2#*{P`)`e~O#G5-Qwe>qSu+G1zfP8t4J^AYfaX<30{1$g2>FMMPS0iv&ci zcq}t*tAIgNq8OXj0zVx=N;t}Sb5~&y)Zu0j4Vm%tyi&jc9)_G3=V44cJfCTLLeeCC zD%=A`IV&M2&~!cw*9rh+J3Odo&z^PoYU-8YkFfoNeIsW*xYD}uktH_c2-HUfCWLmQ zZKVnn$Rt+KcoGxg;n>!K9(_u;4aUK=q<9&WYr7I;ovfh1X%>@@bF%n#ICi3w6^E;XhI< z$vy_VOO)JTUySG=`8bs1fsD4601>fF)W_RaMF0bVJM3dZkcmP@0ZTV8;?-ct47vDi z*$?3f(*{Y|QApwi*vW~qV$N7t9l9Murfl(O?$m@5!e035SE!;D*?M1=>GBf9w+3O$ znxPD7{HX`nlI$_zLX=nvu||KA&roNz>#Q2m?^1<8*xK)bNE|Mz!K|<4iw+{E&5ymO@GbDY zwx3g^%iC+)D%pQ}I%!i{;OTcQe<&+Z{pvQ}kHRqoUzYlC9odx+rx-PI72 zVo^=0_#n7biV;kPN@X{--l*lD^DcOlbU!m^&ZIn7U8-deK}2cSVUw4)HjAHx(swVz zwq2e{d@@>vHzOnbv-T$}g2js#*~(Q1mDND+j|QdI#`YR^Q%MJ^!AElybm6?q_^}mN@ zIuAtP!LShRB{!Bn9Tt)RV+_-}GSl81@iBeaMWIF|A(oE4*ta|4(wfSVmqZMiAHF{F zYb=?ji~kE6nwpX_{X8gv*wd;~(=@ zn`1!;z>Wc=3d82Ez&vr{L?wk%5g<*->c6~zbNd}U(@0kj28mx3(*hssgxXUMmnrnP z=a+S8;7#Z*v(d=N9Xr5XNNVD)bH`;7O?K&uOG`{PxlgIHu}4lu)zz>|HQukSe>kz> zR1k!(15Cvz2R@awgLdy0@y?vHxKuD9YaMP&E6J#qQ$Nw*5>X#HZs)z&o|BU!H;qz$ zQpJ+w1x!lQq&EmrD52b{!iF1!|0TfB|Kjc_$%82Uo&>uPiVF$XzWSN~DFs)MaK-Mo zL#{*`8w;1T3*|4g5!T=>^-5{g2C^h$j5)gAz1Q^S2Q&ky&q02+WbcJqi&Tr2TjUr&uZ+{tM4@?w{f5{B9{fS39YTJj%W`vb zyY!?~$372haC#}UM4!6vRZzJf?-6vPVWK=L zx+#puG8y*6-C7J4qy@Hg`)fEHZ707L!XqipxLg3~DqJsD{5K`cMsT8-BLHO@ z{l zTv`Dw_BMqpon2jFE2>jTxx7roD#fMX#u67?0icH}HV~B0_ES!^NRlf!IgM)~4=>7D zkA%BIGu9EzERBwiz_04kPv6J>X)#KZN3j{ePl1W$BSeIWxMI_$q%P{j*u8r<4+B0-@SLSWQPd%W@@AL5;LC_`o~tJP2u1{NcR&w3c$yq#*t< z!{D$`f0p=kMjK^@=q)PdL&-cuJbO}=0z~(z$bT}j<~79QvBM(7W_}QG$|0%=oh^i~ za5diW8Cpu0^BXR)K$01?&r-`h5VSc>sQSj(?S@_uV_#(Kc%qLyJmJ^Xg}82nPTE%i zc&F9=s980e?cOU>1{OF6EpZPqsUrc!jtphEjV4m#2-*|gBfIb*8SP%G>-S$R#Wky= zc`qA5VJ#U?Fc!i|R9OHEL#go$Jf~^MJ{)4CA7C1!qWiG;HXh~;mr&Kqb)IdxvkmlKGYFi zY&7N2{J3Isq=7q5VSg79NV#Wxui!+OT0il2GM9Ug)mD#kxpr zHHNK1-WfQ*DsON)2&yJ_O zEOPL`cSM1S&2R?tiHmDs%k_)n3?_;7$}$lR^kb1HioB%?ETuBoPY7|XWvF082CFpn z!zJ?&HHrZC(#O2i0Hd)R8#IMjcu1wdeFnM!jjCkfW1%h`hKeEvIV2;)aI)(dT0;q| z!b|4~cN0&RJrbT-#6WL}8)m0MLYb z`l*(KT?|;ATd9{3$q4GyOiFh7_3Hz%nTsBnjt_%_m9Um0L4~3`rzXkOAc~9O?m#9h zMwgw6Kx;Ij4TTQD7(Z21ElRKvO93Xzd^-@?Xq5yhu+~P=G#e5x7Tyh#?dW*{6$rrN z29k&XL~FV$K~e>pZ~v$_FU&_OpLPIYy{sd-pZl+%NZv>6V*YBGqo7*8NVGk%rK~p; z@z2t+uTGPqN_+_5RR=%%3NjsyC#Hr10(syEUFhr!>ZNWFEf7km(J6}|?t-OC1Ax&^ ziq*WGm4i$G;U;o!!RlFX`4&_;Au2oFv39+IT0t~B#cxIDRUqg)ozMh)rWQ`@lI5rq z)Ehd~U8{;)F6#G7K}I9BVXFVywx$Q{^ZZ{&_MO8fBiC(}XIn_9RVk1UxC#}EOiQL3 zhR=e{x2iWAX@gDx8*K0A?Xa&qySVIN^DI~HoM^?9FK-Oo!ajH5LJVrFHX4|y<zs}6! zTpeDr51Rq?6+-$!Z4rd3TFcwQEddB;RD3&H%DMkNxRs5A#Md9I+X&*e&h~lT;n{Fd4y^eVuhFEY!w#-H99w70gyjp5vby?@kgY#8l`#t^V~> zKO8$YUUc-SfhZz^3}!=PW3bM=-b>)E9SAgI@4H0^1WL0co9EFz_^PB?KAHII?AgVO z7uziq{8Fw@#pnAC1?&EJ?3W*MKekNX-WfG(c|M*j{>o-WQf+tlcjr*z%>R3z^#4F3 z|IXBOc%|4@!!eJKq!0|iu-U478>Lg8Ybs}mK7^V>iX&Bd1YT}J%RpDjVW`G_Fqd1q z`#GL`fF^_n=_)8M`}Xc75DOhd87guzj1^;l^vq1ZG6I8==AJpdH#N4e`}f`hkF0}w zUu4mPD-XW{v2o+HzlUmd6PTK^u%NpnzJkTyzkdB!;EpDr9cLQIlB2{Ovi|o`&9&>K zk;y~okWb?q#>!ZIm;0C;iZhWh$}%7-0)$lEm5{p$z>~pWKkrbGxFXGpoBXQO{xJcf zbSQr1sT^__0C-5VBt;uLD@#Au1JorkN#W~33TKX9Q(pMsEfsle&2$0*T+*(GdE7}m zLeNY_qC1i+%E$$gJVQA#R9**_XJ17j^GboTP>?cAeS@ANsNeykMJ}I3C3KTgK<185ez&%7{C6Hz{rY(y^lsSC86nF^&fiQ54Wg zjcsyzd(F-~Yr^%oQm1+6aJxv)2#>UBXl{MDmo%<5^R2b4fA)?oF~=boLX%TUyKuE; zTqbP9ux};x*+7e?@B+N+WH(s^uYG&P96QRN_2*mk_2jRi|NtAMN##lj%*vrd|><^u>o5e}4e zjOTd)fraE21b--(2lBTMx0F1#=QDg!aP@737!d3s-b*!o0-Fvckt?w-6az$g8_nNC zMBShi5)0-_O~}|ENlzrsh`XT4#^ga*DX0r)PgH|&uE#o=ZUh5LeJ1KY$wQ&f-@}Za zT8NXpr;P?RP-*pW`6WHgx%!mN@qlAb;Txd1#FdLc`B8Aq00Eg{5OD;M5Th(8QF@4- z)P0KFOH89JWvmE$LHgTXpNPC_*;=1 zfJCehLqw&gE``fQuNP!`MDxUnH@Zc?EnXakx7SFgqEUj~1GG*61fdvFh6+w>0J?~T z%|-GcNqrs@Lz>c{gARFe`}Rd+`=&4uk~Hh|_4NtZQ0c%uB!i0)pTDMsUIYpgg@y5e zkJ4yDy<&zzJlrTH_1PH!xOve7f6K9Lxf^>LTF}dq16uLZ?z> z5-R}AfkCf5)`y2d&M|5qn4D#>tfwAimNY{A=<+EXWRg}%d^{WLq}?L zA*6+i?7$4BJ}isfOk9;Y`h_XLO86M|3(1O8A3aZxZ)O4Yv7Lc?&NZKZ4gPn`QJW2pGBarClZLA7JB;Fs1t_55>!T^rUP(o<3 z7WfIXFr}y)RQx1_J9^;6%cxy6MA}uz9`D~;(RI+>vcV&J#kK7E&>u|EdE7}|Mfmqh z=sz(21eCZZRlf=&fBZP9;(ukYoLm=jGCRMYqPP&0ktWi@QZ!j?2KF+^&BKy=Iu%9r0sB1I&(hg&Q( zQ^GVrmH{3y z*5(6FoD5Qm9&8>)AQ~a**Z_&8zy5j$(~(v` z6wNB}TTitPyBiBG4`l=QoP^1>mO-4e@$IyRLE}Ydrqo9QJ&0SHrma?#mUFm*+InZ# zUp(Qle-~QpyAB(w$!$O}X!ysObE2S3F=NejQChHFQAiyAQq5IC;7&cy342C4OyU;h zB6uxyd=XDHw0wtg3%D2cVMAqBaRP%3WKu#r)h?V7fyy`YEK8~O7&Ka5H!@V6Ot+b^;erqLHEXTE-rUD`^XC} zpuh{fUwDQ7Ks*K~xuiJsXd{21KQ-Pwg(E(0oGCCHY4onuUq3bW z13-W>(%GnyEY!57vaT@*p%mW4aMD1dS{OTfv2ToJFPt++e%tMWZr9MUK>5BJP<+d# zRTR!8mxqWXylYkLTS3Qb%uBhpd z!gP1}u6e!Je&>}xAU~UzIv+_`U_Epcun*Ta`}<}ZSy29(?j`QeeN3i*33Z+E@d3+ay@fHp#BL}-Ns20v)|*$td7!K-Je!G0E4FfJJ=_S;?S@_+z=@mw5$%<@Rbl*QIWfl@4G&X})@ zb7wI)omB`_?BsOz8AdljbZzUl1;xU4I_I5^WC(6^qmQy+2Y!cI${*K@g2=0*jY5m!v!VWfhq;d_G~)9kKqIgL&7kfXY9wzle2aFeai@U8WN zWkeC+{E@Kfe7~znM7mzOyPY+fe6}Q@ZBvWr#Ik8Ly9dn2kzSt5e|3ZPE6`(4- zbovQ1F}dmvG8N&y@QRMqss42fwpQ&`Eku8aihq!}`Upfpr6Bb>!X68*1)!01!D^XU z5~gtbnf|SYQP?A>H4M%bPJuJC{Y-GK+TEpj9Q$Ie`;>LfgI&ne`(R^6*71a`8wM#* z+BKDQl@G5HnaRf<|Hx3mMR9VkZ=5JO1Fjs6)Pi3g_84`PMvu=Q~JA&LCGTNb-#sY8(pyl7@Gd6?3KaQW(bLrs43eWB@5QK`;r5l=tW(q%FbNE@A zlzvUwEdUj?*<(D;&=<4iS~wcm>0}7UCg(ge^>XUu8{IR7RcJDD+seuc39&%l24)!A z_M%YAb|9aL3Juz4UtR6j2~nyF#h)Tr#LyK^LhU71%{tQyX5a#|f61an_n}Wg+b*^d z0vbSm#Gi*G#yXrd)>?yz-B5vG!bY630)|R%`5Wc=gq#otg0@SKj?S~N5wbtugj_0l z0H(kJ*@WSoot+IkT!Q&=_rD*&YN%>i;uz{N7LBzb=JENHtCn5_vZs}B=y8fyUv?y} zLEDSE#4*4-&?ki=T;c8x=s*@Z9dHxggFUUY?EXcbXb7L;^#&mlw)+7QZ{j_m4CW~l zX8Qrk5>Nyv*Mshx{eJO7R-QjM#4F$3J%(l%UPiXd5Hb}0iE3Y^x-+g%B*yRk@N+v( zXv5FN0Gy09PfbQ5h-Ho?0SQh8&ecCpp4h*AKA-3>1{p4}O=|EsNarhrONa0~6kG>d zj3A1nrBDPPask*}(m4jn)};N?C!+C$(B#>(XNkHN3M4}7WC7AUl#G<_Ss0Co7YQLU z=!``3(NQp01SD^u|7h9-Y7&t|Oc2rJ^^NNLR=~>e!js1HkAXB4gE-fYQ?Jj!=wD0S zK0(_`Hf#?etkN3Dw6O)sG|=I(LJzt9$oGf!fm5Za8@BdTUqlY|x3+*sWQJ6OhUbikJ_* zL*MP=`6mOo>`shQs`hBB(7!6HA7{VC2@%nt>(RiTF6cM$1ylpi zhh9Q?N|wN{K-bT~cxSVrc7W`05m0q97wQZ8Mlf1wq>q zNXdny6@vmPeiCy7=r{_AY8B`w@QEVrU~B^On|*lwm{MSrTk4eI2s;j z6{q)ITG|-m9E8lDeOnM*8 zDX_`}5H=&z@hX&;?15s*kq0VyNDG@l_n~%Sv`x7KvzcP|CzuNI7L6HXl)f(tlD9*5 z&0Tn9suXBOJyi##Cb1FQhcB|2>Qhif%%@jyHfp0^JV zbl;EheWMq~^H8^kFuhoyWW-~W3STJ0#K&QzF?6^J?D*nMvqmz$+6KfZ@u=-fO3++> z53{pAd!)HXr8y1GP(gVC+x1$r7=8PhS?UIbW5t_(_~YD}W^oDjxucKEEcm29S5YJ5 zm)E~LwKlPD|1or!7Sb_55I}ZRrlH7FN(w9TlsD_^etv8#9n`V?Fv=Wfug;yFe+mtK zm84HieeJjTGuC#{=<NgnsUl-g? z=0|Skx6A|18lFBK>g$F6yMCK3C;`2EzLgMi@8C*Gn;w-JLz_ z4CIjM(@wFOAXkKj4SNR$x=60RFj)8PMB(1Gc;h+5P~o506{Ouv16BHe)fcJ;VOBx7zjngYthvAK3qs8}h%=mz(DC*63j-#8@gOWCnYR4<7ra|OebV38KmV_1$M+xl zcMWC#%PI9=KZFrDc53<*o-bqZpK&-Zt{nHrZaPr%>+9mfi8g8KVFxQc3S}WBnG#)S60Sz{{q~Ws4Q=$9 zKC{FtNe?0m96j5IVW3_IV@Jqbl*sUO4aDop5l-Nj(r8BA5@LY7W_+0-P|Sw{Q(m`w@OT2272#32sR_Dm>mbZe<>BIqPE8chvFP zqyJHSWg*U#n9yWmSmv|yRO@lVqPeMgU2-%o>K>Ga{Q7zwCY?ZoP7kd{SCRDq&=2c9 z2Hzj1&N7J1HlJ30yRllnh$9SRe~#s6S81K!gA;zy?&y;DRx7&w4rsDGA@k!SPG;kP z^g@<^tttq&>N&SAA%m4%AL{+U>13|@e|-Byj^0(VmA1-|_IdarW;=MdlUrej#%Bc` z5V;}PBQZF_-wX$>(dk&kfM8PCeagbQ3u*NsnP*GTPuP<2?c-|sJ~r^v1^%dY{$#I_ zZ^+&##}Y7cMfe8}4*xb4^PkmtRP37eKcStnDN4GD0fEWWtLooC(ySSGL;k|N<7JS7 z(fBsH2Vz6!n2vHod+R=&RDB5#{d7s! zw-5`CW6OJnb5?_Oe@cwU;4#BM^Z)HM0;fOrO~+_B_Wbh6(kDqFe@U-+z4I~6&er`n zB?rg*`%!v4ANE(q%%G70ULN~9C>IM7TmEzn|bs4^))zTxP9rr%{$J= z^4UjmsKZ`5YXRN)PEP3vP~6u2p3CB};kc`}N%Yj~ofKO_zKo719vH9%)%o_y|G^?R zfZ9XJd0|3Rv%T_tICpv>=<)51|M!4s2F}0Uz6oQ12hR+HiiM=qjId zYoL448INdopnVTV7yq~Rz631FGs_y2&ZaSD5|;?LBq>)m1p!$Eqph((a6$G}*`(Ma z2ne#7Xq-erQwWHFs8F&Ln;;N&qOGzMfnr}wWDyWh5D^6GKewthG1KXuOi%YS^Zdgz z_Go~ws=n`i?|bjL=bQ^$7lQ3xd=X#y_ics#OZH6vy7>NouOxho|J=CL7G*9bxd=2* zEJfztEnB`slO)>og}?(f>Yt?kI-%;t8WSs>b=)Vnl=`C>TY;sBvI#WTn&uTR^Q+}= zrNeCHfP4h>>I^0nHq|mOvtu!puYcc$>pzQ{=Gyk!fPYR610|=XODJ;t(flHvE)e)N zfO^St0v$pFFjwkPIH3QrUTxP4J%gB7TX@Eb`c_mdM59I*mkAG(a0VLLTn#cgMo~a! zAf(r0$D!Qhf+b8I#sJ*ImvCO*2(j_#{MlpFAN+Xh*F;_nd%p&qTC}8hqu?O!HY(FH zRF~BF!LQQ&LPvT43?-_T(DC4)m1>Aa91qMtqGHJ``sF^g$qj9+2gM|lTJvzFs(>*K z+JVHx+z0avD1S5tQG`Rpx3?-<%@Fln1C(QFV5@E?@eo=$!`G!>zSnz2A-%e9RfCHF zN>44AfN|*XIY6RK_54=2H&6!^J?5|JexhyMhanyHAXh-`ou?-AON9AeuKiHLI5_lu zsJh5CoeE&XZRcdoP0&3I3YJv4Vh;!h{$@Wrn>GWvMM&taWYRNe*tRCp+T>cQ*(}grz85LgK@+3 z{eXF|mwvMD_?*=r#|Ezc_DgN?PuBkV=dULdLNA;*+2gX$PTgNY(XI1Y*vboQ?#0@& z&Pd3<^X(_Ihs0OU-uUl(SF>Z^U)?(W{N}PzkJpUf>Uq;5?f&`Lo`UKDcfZv9`=u4$ zoxR@XUU0|nV?)}@0bZ1QKUj^GAu2+f9@HO9@T${MUcszZ9Y{8VA2Tl)ewUwiKD({# zhRZ_l zbFV76B-Fx&<=w^d479FyfDghN84><^`kth_Ui~Y|;P!YPy}+*HAL^FAvB>Of{!pIO zhbwpPxV*a*8q;u?C~)9ac2!Pfd?S$}Zl0J^zy6M72)Hn6kQ3LyUxCd4cg345OJJ8K z_)5O&@d2)mYWyM`!R5$khrKgeRS~Mafqpm9Texdtf7yclWT;&YgBZRbiJs=vPxEN3 z$Ltd~@(M)Ay3=9SlW3o}mK^@k?M_8`xje=XP1W$Hb^&M!1&(v2-v}%k^ey#6oQ2md z+0NO%wGa}Kv`0tqF~EozXIW==3D-{G0`A@2!(YykO(+w+jmpexQrsUgq zM77eTQr?57k=kG-$YJ@oFU5eT0(68UpsxXA$i!m`*#mdOn+h8^G&<-flzjM3w6ZWQcZ99aMkz){=d7FW-Lb_MFbBO-DW7 zgQB4Tx33TJBQ>u-3BPtY!W&mm0Vi8;^?Wy|BO7f*PbU3tB0gA)V_KCaf1>8e!)65_ zP&K;(ChIU-^NU<}IO_k%D1*tJX^4pPQ?flC_vx*rN0#G~xj%m^wKu-{TkYZR?*}K6 zI>l>H6yYn9aA6FZ(nXNT#M?_R3rAn!mL8Mo3@c-I4ibc4S3fd?-Wp;2$|-i+GZ z6I(t;*wKL^+VPe3o->%;YKL__aqp{n2C6jlr3OOCFeqCuIEh|UNmWt2f5{gmvzTmC z*Fq1DyIkIbD-axYNpwEj{^}N}278gd!`7B9gQq~aS}%C#HSes7It!xFMp~i3GA&;H z&~RYtrk{r_W2DN}U*YIbu07c2_Zek?ienH2ZSx1SD`NOly^J#cbTMBU0?EWOQM1!3 zRxju39Eg^39YDLPR_To@z)VE_`(QcQ&pxq*9haOe4X!~ob5-=dI+3c1?#@XcrW@wi z^w2II!e)i7vl9Q=9nB2*<&twP?pp=)Nko`QIVF-Ym29_T)Bh%-VH&miSj?>+W%2Oj3d*kIMQ*mjS! zdOJKC%~kpnV%>V9y&7I!P67P!fDlIKM70;5(>Xm|CiW8?`1D@An>igA#R;!=jG-v1 z%{}_?+UGb$!?9a3UtJtv!|f!N2o}f4oW{fuP($pX7*K2$;TPEH8|ocl%|eet+M?hH z$9<8E$vG0>;xVSZ@)<0EMrUI8p9Y(Y9*rHi)rKi(_k5^BLtRO932ehPj~XGz(MB*!)rh@V0yqZ z6ACT68^_;q07;aV-mjLdhhs*QVbMtFRNtAq7-TRZdCLQ@8lbTs&2 z8?iIUGtP2mB%DInuWwUoy*3*Fs67VI^Z|v$f&v%$9Ns(KDq}b{mGDlQKsVHE3JD?3vG&7cFk2_?vC|nq#0)uK*-x&)7 zf@+QklOro9+I$j);++C#WUQ?O;}?#HtKA$W`*FOg&|Pp${w`qZ{xX&Orxn~lGH*1} z5w63gkCKrv+?H_d0?J>71#uC{QkNxvvQeDpjm7WQ;t+3(_fR@lx$P|2L&*->!e30^ zV{(7@Fer&f-&5&2O9pf*(E4OnDYbS%gI=@1(Cj-z^j?6^COuIgNZ7#9Z83({>Vm&a z-4BE@E0^5vFhOX2-ahPx9hSjSJMAG=tdPt8F5kv&-fM zJiGbsN9&e@J#Rd!wq`FfsVbbe8DKzmliSpwr|5OWQVu2L)E|3m>G{{^sjtHxs8}}h z=%hLv$Gjo4$V32;27I0SSpx`N(XdYFQtO=1eNXLS`nj;MRA-581CV7xbO>uCgg!CF6?xch`NCU(qEvR9Tg5}1Tg27ZG0%R$ zOU%5j7A4$wo7v*;juj<9&!O_D|yXC4X@8;1c0yHaLjDm9-zvIk_+^Fc^qJ7PhlN=r_z1Q*@V zC=+T7C~B%qIz^>{bk^PDKE=;&$r(7#fEDf5?$Nk{nF{xWq|I_n|H---JD9zBgQqo$ z`(X#0njH{1)dWQ%Hvdp2pe*#UnN1?~FlL3W&uep1?mFhI*OA9~EWPctWc1{}P>x4Yi<7}U3`-~vuy z4>Y=eF1WLdvQ;TXCap4?_asPhjaI;DK-a;cPdui$>}wyIGsT81&nNdzcyKY&6i1I} z*h6(=H1SS$B~lnz5|qR5F&Z}x)Nc((eW5vUpw7*e68$JFl$o_i8oQUeLQKH6!FhrU zpu5$B-JCKxjWe$d;XefDw=5R1DQ7g?zHfGsOm@?Olu5yww5pPx?9I<=e{KF7#IPMvUt>x#~#LibH6~nz8F9(a(%H zWn8v^feV{~X_Z-}$2vrXj<&+PLo)7VYVT01n zWMdQi7LJRmG|PSWTU{5`r$2OnBVJIrj{dvl!tqGQYWm3&N8so{gQ51 zL$E1{Af#W+N7SlBa)XX^O&qj(eK;Y=QUCNZO$}3*Tw98K9u0EB84|12JD89NMTh%^fXsm#h}wb!r^H^GY6Ovl14L>?Z= zAic#G6sVI64C;Hw{1tRbF|mfPQ0QQZouUPd@-0RDC@FQ(KAk`N#Lf#F)==UEfPxE_ zd6L9BtIZhvzIV@_?}#jn&SO^l2g2(Ne1-&-*l+BpL$?=C^lI`WV3^T$M|0+omX_8? z`>?+^H2a?_N=3k6f#5kRC#jz-;dSeSs08p|IQuF>6btPKlPyU*z%w;#zV zo|XYN0nNJe2r{rZB$+A$$(e3tE5hkScEB+Uk=U3oj?WrAJHuC#D9XnWYF+SFa54Hn zNGHrZc>2xOXEw1JIPG_Vn9hqrF-&WQ4ys?J9)gEew+(yxB3j5ARBxe`oq^+1+N%S5 zBvemVWd&wNC-yB=@`3nJi@h^y$7lP|7I5ouPLnDI0%xe5u&mt@(K#c!StK&^&xr&tM(_*iFiueiM>`z zO3&Chf?*6lx*B0-ZuQ}w_?4%oDMVB4irCrH=3Y}Z>n+K%IGSWA(@6BV}DRdkXWUEbHV$_c#F%dZ?{yub-Uhkj>K_+Bw@*Y4^-UysiUtnFb;#cO0>X9H3ZMws4P>l$18s9!;Jk zV-=77!voM;Gb z1EmZonN!k4p7tf%FAwEOTcD&w-0Md3yoQPgBTo{(^1E)uA-9X}1Xxm^g*5JHT`E}LE*ALXV6Wt&AvxbRa4>gYy$?74pB$|tm8 zC^FEZcogr_?lEbiDg2qHd%Po83|7x)<-LFrYEfJq1&YMV5IC1({)hN`V;F_LC!||+ z+2pSVm5sfAwXpUhad*u5SorORQ>p_Q1Sp`aJde~Tt)jw79&UzXE&E!4dBlJNSMhxxIcD-RY~B! zef#3@sel^pg1mwCs{q*PKbqa@QsEFE9fmr`zb}f+`w*JF@qye*X1&$b+BxH?lXGnk z-o3W5u`xRi3Zkr5nud$70iB@K`lC?Hj6(FI33)@Mv3+zX<%yLP8;jl7tq| zugf9xM6W8vMjLR3C>K{igk~_2YT)OAE-*)s6unX|hWbzjO`-IZ<P9#ZInmKi{lQC}OxX40Xdp-9BJuaq72Y^5KcjKd;@d_XEn8KCdGk{j0{1gZS|@1MTd0)pfO(m{dJP8Ebd=UoszOf+P7r{4gomV?7@;O7kCZ=m49 zPTt$m|=?Hvd&hux6`PCFs>4Pv|pkY+RQLf!{TA{j>6K-(JKul&^+Kd1n z!a%uFii+qw0COty2}>P8293YRT{US+@H@n@fOJF8#N-0vY^-ObAoeu<`M0Ow7OW#S z1ExD>v7?TMIUQ89!e5mzyoqkPfCvH=XhKbv3Lus$eM9q548!WCx`{$vl>cNOa?!IevB8&656vAp(n5oOJ zfhT}B7`Q_oBvBp>#!}Ho8;tEabovxc*!_Bs;bcbbtc|RW%A&NxLqHlY0&i*P>J|oa ztJr<9Qe$)sVTIdaLrX=gL9;~v0CM~ryoioG6zeu9=A@$Y0Xjj7;`8dujUu6}fJekR z$n4~)1ftF31jZh(2T_fFb1~GI{*O;t5;E|c>jVBg$8f+g2Eq45fY-fT%V}12yJst- z?DS%V5x@v5nG``mZ8VG?-G=+WSdq0)CtH-5OC%#fgs{7?vI+Ty0;a^<-o~LBuBJJm z{(`)!VTfA?fP44LX#e&LfEUH^py*103qI@@-k;6iaqkW)7gs`0I|_Ll2VoihZPloN zBB&kVXZGSqJ)-zQKfWUiBP~k^`68EiwXG+-f$&iVp>gggAbW9~rg~PRvWO(u9Nf(0 zZ(gE_Sq+yv(g3QM9lpDbcUv~Mi%n@gz^cleqOlaJb}ORBL1RVtO2ZpkCcT^?ALDf* zX1YXNmQQ>K%`TZESFjG@0sm)-tez55q-?$XsTh6;bpJ}=k!FiFGoV-)eUjT^XjrYyUSwm4IP^Z4~W`3jRoZa(HG}c|sHf>r?rnyY{LqGpT zQ8ggN!cG}(NysVe@M4KdGg)bVGPnX&eHeB5eVaQntpOYom8?wOZUcj`jEoEhi8EO_ zBF1GyWLAqm#w$+<$}8;f{%r&GWdsc}m?)x(pG=|UVgtUXW8Dkr^GUs;Y~6_Z*i+9rXYtoj%H%`hih!iuMFU~n}fL!Oy| z*=V@e4K7=S?;`&VVnV_WAi;G|m9@ACPq4r-h6HZ##gmbGGq$K6Rw{CSaC&8PVKSSE+b)-)i6tNP#f^86syS!ie>iYl zSHUJ8#qa}zNM)PSvyyJ5A0r;<(6wc9+T^JaodLRN2UL;ku}iEz8Tk6{gu#_YepFYE zOlY2_Xut0Cs#w*BeGn>D%fb*;&cq?4t)K+QXoKKIM#b%2wDjTun3No)c;4KA+!Hd;Ao%|;%EPJRka-kJfI$;S2#YeNTl`DaJ0oy$Y zhB*7v;EkV9D4*-+CUG+2q*vPD!b_{K`&Po5wsMYE7gq&j^2+oMjgBTL?86kaB z1D5=9I{PU0Gv$#IP%6>~*Cz|#$F~+VoL{$p3-Xd23NmPhX@juOW?-t$E|}Yngv3lS z8qM5wcvEz8B05wcyV6%wLdq$5H6u1xcO2!s|8wMQVwH@}U>aU^_hU(D;i!YuoeZWQ2Xt|3mL_AFiEq<`Th3a51su zW2g_MQMy?a0W&vv0|*s~7_cC`!MHcbo7;=LDg&uj6q;N5$1K=UhijRHA>*L7aBdZJ z$at?6GH5CWm7ol70AbuE`Dn(CAZf6B_UNaIKlw0|aN#f{H*v^RK9@Z7XLc7lP!>N; zi=_{VPT_`<^Xp^McJ?)A_R8NuqNML!eWCsV7zrrNqu~VL$0?-RmpOJe6-g0JOGoOc z<0=|dbEJO%^S4u-{O19Nd0##{1)LEjDT9Z1kxIIYWXcKHnN;#!oFfYwC>dpUUHa<1B=JbVfkG>6oHN?%P4nf_~#cLHW!o;8MUNe4I!L6&*cZ_S9;_2JxjpLM94O!MG zK(`^oiJ|>SBS*uZHsTzQ^65{^1%xpQ!^hsdfmBn`T2We#Q=Pg7xB*lM8~D`;GB+bW zwRgHky&9+EIo8^}$qBd7+NA~vFX=H{sRerh#r!C8PuuutPZPUppd@EW(~hP9+T9)U zcf!B+2gqr;{|vJhj2cEv+Pi8iZADL>nkj_p7l1BgpP z7}(AxJxxGoxmCs?;`o;qiuVkFIffE38xI{IloT*zHyVOvh+f%kEd)fNa~J|6Ya2YF z3Q5bnEoqoTB=vATa|YjpWSH6npC&z~TpLA5 zIkl=~c0>XS!`=%8NyQcuubL5!4V&)I^M8br4^8?Q#CgS;c+KfGD2XZ?i=JjV;o~sb z*rjrHmLn5dMX-Mrpu&Y(F>}Qf)8Zc8;;*v*>Mnv7BPKvfaPlTBp@lv9bdcKI-FUpa z*o3eVodW!kvZNo;X?H;Q-vw_;d7v{aMM2H*tyJm`GNsFL?F5wiDYe=O9YPjLlp1~a z9Hg)KjGG_}tHg%N*{MmvJy?CDG^sOO+E@_QL4hfycl{97H^>`G(Nu^;rQM6E&gImp zWMD@bW&l#^K|J>%jS-!9sPQyMDXS$`fihBAb=XWA4EX&}dDF1qgAbJ!$Sg}&98P-m zXgG9)aGAT?7ImYP+ktbj7DtX54gYpKA3e4Ezd4+Nh%SKN8kyMxU~|&(q0y{2#gxN#_FILB$fL8 zCoow#0>#xJDmmKA&1mks!`ibKIe|97n+twBB-UJB>Z_ZO!#eI0xmpOS4V_2rr2HX{H0pPg6A?oN2Yej_d4vK96G0FFY~Z#-&CHRSfEfjJDY*3m z=;1~I6tv=u(uE1YL^5KHI~_LcH+)p|b_6H?wg-ekQ7%nr8>MYDjd)em7h7Q9#0hn| zsp8a>E^VB_0O7|%|57-E@Cu4|#2Z9fuYVt}NYOtNc>`~1?uusQ;&n(2L9 zrU>M_9^#VRZ^5-5#R$TW(dz*BY_dANa3Gl-9n2y#Mxx!J(GgIJjLuZ83hz7pF2>8y z`_?wBl`+3IzD@fMmSFaaSN(<_29vm+yd%!Iwvss&@0T8s_LxaXhHbFS5>r+CZHh$I zK-)RxP>|v^0Xb*}X;CJ>*Q z0jTWNmwVFBlfscxjU^ODL@bssaLQaP+d5(P8@zn0A`P(k)C^cYNxaj=v22 zNK6?Cm+uAj906WPb~Tuke4>n?oxFqBhGk=eEKEyu#wR^C_iSF#8|AJ`i9EeKss(}k z5hLv?Kx-BF)^g29(T%SJ+b)C=0S*_NwulPS>JSDLvX$unhA^Pk)CM#5z5$RQ~id;TKL%vY%LT$jLw;-ImOq9P-C-^rCvpl zB3uH^D#%Jp^oItpQnhg=QTGbTUUCCSC?!|_EWn7iIUyOQWQ+RmPtYm@iQ)i!O^GMk zjl9^BBTl>l7+H3mLO09^Al8wXbX*LId&qx=E68&l#pGV zm0S;3)HV}$&-kB1QkvF)#!mVg0n)JfI|3Re$A@Exs7)&cQ80WUHD9(yeRL<@acyw` zKU9D+yf|D48Fjz4z_1GiYbml=HdYW}@VuV!2X{XuVlYe%*qAPpe0>IIMI;$4L)*-B zK?TOkD~_3dXun2Ari%D&JXI_grELNTa`j%2pp57k^&QXetir{O6gz$&FmOO)kM|6< z#W`3o+aRJ4eUWzrwbWBw!zsJjj$3by{hEO&jUbc9^>fW>bJHdU7LEX$tm-#VV|^!B zq~F%#m}WDudChu^K*C6(Qj3y(9M_}hSEo61x!quTd!bla)`eYD_HUm{Ub9F8!YQ#< zkmJrz#64gz39oq>f@w}P?v7iKWBqkOcZ!l|S}6l#dAR)_n-&%l87*+E2NW4ht0Vrk zwe}sNr-n8(vA8K=N1gN?>*J7ItR#@a<@=w$1_aG2q$5h{u+Ud%;1=aI;9w{cPX$bZ z=@u8n6{XdJZ{y+Sv0eJUEtE4+#e&QXZ7}MX;OfO*H3M&isuX%(SL5Pr3e9j@DlHWK z5^*-!Hb|;o9-5%It%6aP$$fFfZdhej(ThfVwyZ(=q_4Ti{O}%j9Qp@qU?qyWC*NXn zmRR82Zv@($-Enzd!xtgES4Ztyj^$uFD5z$8l9O-409yekjxYFish&=Fo(KKKb%bNYzDwN9YOyF8_bOz2i^l5 zmaTYGh+f?p6|&lFBIGjVfsH2diwN?;i*bM01>T5~j&P41Ac`(V>O`E9&07t%kj|^+ z+j{Qo~O-2R*1n>xj#- znoW=HjSCK!7YwfkrPf5f5D~;Krnu|B8CXwsL4}Af%MGKChKN}h6gKZPju+%$AG~nx z+Wg%weY;=(EybGPG6BW~R}6~y0_rqi(yVq-|4rik%N?pp;5L8>v5+t)ceJN$f!6B4 z1(9Iz22V$Nc_h8d`x`u8m&hlsFrhG$h2XLY>T577dap*hB;BeO{$$f`qr{wGzx6+A zvjH*LgqwRZ;T0w0A!3GnZ5R8_7*zz6IH-UGOgo0AsbHIPdND3Rvv`u1R*M4!VD9o( zr%WAPmF{!EJ*=ajG39tCpd74gG;P0Vd#gJkv36AS$Ln)!5qpaZGlFvg=4ZM!+YW7l^hZLh_Q(x1u< z7D}Zk^!XGu0z&4Fq4|4}L3|m(3zAZ!UzJeVQMx5Kr?-kokBnvnxv=~#B3|-L-S6{y zF%a4gDLILWxIwPK5RsU+Xw?9-{MqeJc_Kw<|wE|M74u8Uhc!D>J z$Murcb4q#ze=?IVWEpe9oo-z2n9NxFgNOj0yhA{VcEaRDCL8xeX8ak>zKNoHe~jcC z>6Ad=-U=qwuH8#5RXc#xk2Q$+gwi$md^lEQ2tWffa}*evwEGlFKV7yYqVhnlh;WhM zf}8mF`MNDEk>3oP;o+En>;eU96y^#2<5-joCLz^H*Wie)d2*@GLEbR+stDIs2Qk+H z3y%&`V3VsT!vb?7g1EWUgjdj)?>8W{!&=$^xnptVvqg8PdoySRjt0?1yHG4tQHKoK zl`?hk-B8)uV^7mVR~;7OW?}{uI&{%Zh(h7Z^`rV>6lkR?(MKGM62%SBy~nl_;J)Cu znB>nDZh&+Pr;OqH*7xB=x)H@a_1B~xLdza+>h;ceO>-W{OA~C%AerY&Es>A)3sLrbl@}cD z-}{@>mw%Xw(3Xp)SUDxAs0HJIlM<%@*+Pshrp8oM7NVRbc9Jc6H#NjnLmErkZel7Z z0H*D3ScVFk1hLfbqUr$Mpb;Vm0|%>SwF{4f`7q#hIzWwa4EE_k6{Ld>yBk_DcEE}V zv!Q;Ze$skmAWw!nHNoyNu14sVJpAKl)MX(NIq?7@CaA(km!*KP7$iNO)NFQ4&0PtX z=W5_!NmbzR^DiK$=b*wTa_lIn2hh_Y5DQ(aYn4-kJc6kcKq5RzC_PkgL}Vgqx5p%7 z>H-0>%)TA7K(Ny1pCVK{eMZ_SeL3vIcF~alSilaT*-n92fiwVA8K;#8>+)7UImYvP;D)e{ige<`5pc~Z z)I@g9WFv>u58@^2t)ik86MwE(Dn-)WWp{y+V&p(LFRBsG?9Sslr5IJnW`KczQ~pj^ zuuOF36>;P{Wk?2cZ-`SqjXwJ*hPaJ*%Vu%5Zg{K6r z`H^6a$p@@adZv;PpA+>XSf%GYfxxg`XDtnwdMwC~p?FTe@mvtz0_PsvJx}RlZNtA{ zxa)s_EFNk)CO`0z%I~2U1O~Kk+W*EotGa;gnyr+4h&xK`2}%6P1$C5rJ0Cd>6`6nz zjM0Xtuad7pvD&=H2TKmzTk7z1A(<~Hoe5wZnbF_^T4sHq@e@ahf)qA6HAWP`Y9UY? zBX;)5v*rX6Yz!-C;m>BLbidbs2W-`ILvqbbjk#7+3X)`SMrrmjLy z)yU%^p~2J>A?%ol&UF}AM*SkfPLcl=K^#P^6{!Lt_pRyux5unLq^V|%G9-$`!*J@0 zTEIK6V6TfrEUQ+W${3;p5nmN~v7>L5K!-(wIAGCNSr0KumlWd}U~9-_R`n368+P?* z8e15@TmxG+H68!ku)TZM1kr`jQZaNMg0xrxhVkfgOlWuJj&CF8EJ9y+o(I2^yIG(G zt8gmItq07dhgcTcAfP)09#~cXmCg>}V6})@ZQvGpgEq{)y-Mf8Idsi7p|oLw0l;Pu zfgG)3c~D|miXc{pqZ}0oN&b^(6Miq5e z1ogpf>Tp2_C|frUwvih|?+lWE0UrV73J{)ZF36xnG+_0%9j?>yCO#%=GJSraV8LA4 z!84zjZ)JTA4W;g{C0uqOSI&ekpywq4fXJ1IDSH*Yz=&vu&Y>2+etPMqJeDuY=Q4u* zsk=>|48N-Yn5GRHD$-OD(U{e!-gS1X8yYv@Wlw0M$)Co-;YOTKGD*NrdddVo%k8Nq z+SgE?Bk@;B59@$YI(Yh_V1W?hm0E5D2q#SdGbux|AB|9;gbqYiz;t5(2N;4kYP}Ia zx&odItOGKGHFN|Y(I_Ap&!m!?_$aK1q(w&x5t`Hd1|5ljMxdvD(jl;PY!Q4D5v%<_zSVJ zS`7*L3-YbB+4t+f^~q`#)uRI^LVYC8{w?(tF>Wx0d)S9`Sj_Y zH_2h)uTbj$vo#1+6eW}Czd^U?CX|R{eum&~{4h^Z%3Y zMkfDZj)m6{MP|@8uL3kiLiZWsSqOD<&@CO3ceg~sNTdNYO?IMBKz21~gr%m3gCg7o zg@X>%zjZk3h>EK@dG`#lj09~k-0@rBF_x@!_($7dVG#ky#d{ETiAdp&d?234$UPSv zYmsCi`MuOanq*~xnGk6HFhz0W6w>iV1W3|8ccH&mjbk{1n4bXbnTY=i2-W&|t7u_d z+Q>_Rl*7u;^fwJNbgIrX$gCm*eAhUr?z|CS4UMefp^LMY zNFl^p&>vj}4K|%Nl+chV1lZ~;nf@pN2xCMj-|7Yxj((LU1mEtcVK``{6AzZUmZ|A6 ze>a8B(h$D+BZ#3TD|`Q$DYO>=esK0o`y0$B#$BQ9V1tDj4^)&$yzt%F%4T4O?N3?* zf^Bw7n;yG8fM+Hf1(mFOGR{<9PckzI|02zhH-K+$71HObOr!yZk*&aJiGl+U0~2Dr z^76mqTcUlD0X~c!T0Ip`nG;xQE12(XycejLgytOj>u-Uxl3ph4!&B>{r>XWD$K7CG zEXu29w+b0UqgWiK)bj7ZDj@1iqMm*8aGmcVe>{D|VY`_CY7kMDOw<7~T!5FxcZQaJ zio}HzXv^SkWfY5+9y-y7pnym(GtT=Y6%{CT&z=ISO}l;@tm~{cYhlhA?U=fQ`ph_Q z1(H25197%K(?WFEF{8|m1ea~KUjJE@e%w!KeonI4<1!46q%9E|sEA51qJhVM+u?RA~nYP1@wUGQ8j^c^^w4y-ZM)^hFFvZDHeo9;j6oj}bt_-K)yV}CGJ$Fxq2uM# zy4>+5$ta1UiAFAFRY##S-sq_bNDRSAazew3ZNNfrya2Vtyu zxO<>Taym;?Rn+voB#cGwZmg(*{FCU^R3cHuPTKJODA&$mksEUFf@6ime^t1d8 zmNhXrX;D6TaMwC$K=3%S(uT_8cT4{UVo9HcF3vxx_qY^=uL{U-XsJxCuzcRqSPPts zJQ)P6a;!s&cf6im;QAnwHfGy^c*LaM|Gw#Q;1O~}hi1oteyoDZ$sOtKRp2fYY5d7F zQd7}ZCeJhCWRYbV>*-cO7psA09Yx0d!`ztg2)-tNRFe{KH>}1UGB6`~Y0OmDstJfb z3M-$YLaQd;Yf=!#Cw~k^dcvfiLqa$MJKVz)lp6st9mNEB(>P`E3{)Qfa*23C*!jt&tu=9M)e6L_ZfsL81=MX zbw=B)qC4UZjoyeiW|q~+%$KT>d88uvBh9r#dyv3bGDd+xM9NS8M!U!k5z39utoGY) zT0id@L;o$o1L3Di?Hjq*#pbWCk-iu4hSk=ea^FzT5#s_1@NsDS{;_zBD`#oR$}9Lm zCL8s7gBx-S%W8!=U_m@;do9_u;|~kqQbjvQu=d36RT%%_EBubsE`1@XIG~OMStR>5 zD;UN8ZO7C^;!T0DMf{09nC+qTE(zX=sD;e5#l?29V@qq^kr@PAqXkIonn$@!c|4;TR~JpGEqXIn-I|>7I@`H zWCF;XoFg7X9<^hu-vYhO}A6;O~Vb9G*k^I;r3ub1t z-4~O>%s8Vt^safz=|XG5^82FBY@%K--}(4BxLdshH5 zYkRP8e6Eu!n97d(`(_?g96dueD%=hgW!v&|q;VrtJbLOxlL7>JVYH2bI<#mNC7!eP_KBuC~B#RXqqN}PZ#JNHiQBZje`t@GY$s=Qlq{W2nkMb*mbIDjN^@10yJofoT4n})*TtIBj%oU{z$8MqV7BK;YLA zZZS#<7V<8m777$>#$>lf5a|S5SQ`5+0JpdS%}4k+-jLZQ6_#XI19D3IKJEloau025 z@cJScBxn@4&%!vBbbkIolN;}?y5>uYA@XsAe2YWX2(At@GT52W6)}x_1#tyK7z8Mi zP7$+Gef!ir!~#R}kz7*>V(53-zE9KI64V7E?M!sSPf{K1K?47HDr8jx9|~^vH!a9o zNyA)uK~ai8eZuC*--CMp@{LC!NUg*0Nct{v`Em*k=w=Ii_^?DTlJ{ZIa5wx|s+Ym| zkJ>>*8Y0Ol{R$+vhcAL2HwC#x1zAqYZ3-wqw`Kw^l^4LJ5ZomwIRudbIixLd&&WCz zPuPfKLA%X5SY;)d!?4Nqkck9J9y^G1kmPnk_W~3m`=H@PVn#V6J%U6|O&}y?;HK$N zL`KPiwQrB-kyy3xn9h0d4hNd#5EdjswkOi=$c;I2UGM{|!pe`p_M3toTn!#1V0no0 zYKT@t=K|mYLQ+YyfcRBT{uyxj>c#G=Bu^p&N?|owOe8-1J z$ZGmDpy*f_>}9w!EF-ntRO_% z7Sb=;MkvF~cy;ut$Veg=aK;D@hCc0@V%YlD;+1Iokfe76=NSDGQ6La%3r$Q9Mq_Ds zqvjOE6tq`T@;b@kQ=rx%r8PN2<8*3x=07XY<36lB4F&xnkNQ1KK{pO7Qj1M2A2Ow5 zliHkGkR<;=dSo)NsAngKCX%6IBw2>bq`(dc3FR<9_u0MXx_R1V};BR+r} zM0e9zJ!GV9mU?Kvlwk>u*>*VAVHtx_Cd~}X4VPPslYtgIz0V*&@`WQ4nXXZ}1*90@ z_>qg(V%VmTd#5_QIe8kVQ1o`AJzBo!^Ch9=M+%1aGJ}DovjQ)S$JFcrEpZ1T3R$2K zw~!pgxK+hJeJzoJI+vPof~Sgh4F?E1h_wL z6 z%#K$m?H4|bJwC*#n+uIVp#nXJ{26OP$TAFy1WPk!F#oxK@ zz4UJ$>23=2NXGG2v4mRgAzj+V6VnJAai9=*gZAK#lc@_=H*wkc3{~(7ChX$Q>HfT7Tx+7JnGGI_=A1kw7$7@y)C(OyTqm-Emi-HBS89#CEh z0e#EL!)6XWfNPUIsjLBg%lWtZ_bsa_dKlSN#(%!GHSY54#g@U4L$kPjopa{lTvV;A(P=&lchB&@k!}OeB==v zcs*#E?;M#>xCw#ZD6kGqV>^jTo2r56Ga@xWNs~}@ofrWkUQ7b*G=Q@F(WFc(y;`3`En{x-q-A(cZw_X`P!%p%!K!6XO znd*yy7MU?qU4UsnjZM$ zQa3w;XJD%T2DH&XY4e*~q3NN?1puV?(=j*&0gn!X8?h%qv#Bn_Syiavx`F}_twEx2 zOw`59oC5`cgN!ZFbbNF;EwxFmGE(M$aC z?7M1KR`SOZb&mX7n1W*1iA=elmssT34(3d^JZv9#S9Y9k{5hw`?jAqcc#c?98?#*%OnKtS`RUjh^?iM*c{*b~`>&`~W}ywbx$T z5HRD*q;(=W7*OOpHL&Ljgravahg`c>`OKi~+O?Bsdd-S_bK|ZRH;3%MlGQZmxnR+v z0I%SdmX@?&7`4{lyLZXg&u>Zo*edq<^Q)Ojsi_8*mYrTPP~22=v$FKrUBkm^_wHHw z%}g18_0?A&275n$nqr;#BepL8vG}a1i-;ok0yg{l7O+?>3~9NXoSeM=2Mdg1d^+4I zm)|ZMdp7~YSAz4yujb?!-nw;*fach$#zsSQ+0HR+?d{Jrmuak9w{DGnv8nVzsBaQ; zbG_TlmB+@$=qO`2JpTDs@KYQyE(MQTdpzEq0`uTXJ-RSwJnEJZ$%aY<5yIo(OKmQSPufBe0|G>bKK?ANn zDqOvzN1uE3rne4i>FDrEN&;h3a7`5z6~SPFJ9jU9_zk99`}pKxY9)4QELv~DM|+TE ztzEr(x4C({S1+)Y5ZA+p_o1i?9+!1+aKK1*9)4{8(xs_rA3i`L6dW)zofsRt_3`7! z873(sV`KVmZX;={mzB7d3>rfGRNW7z|5_QDX}bUxE9oiXw8Pj(LECxt^#@Tu6V(=j zaOD*gRxl?fCVZwRvp`M@J$v?2Ny+9ajEeQlH@C}de#}m~bjhkR>aBT8_nDeTg3e4e zIF+Ow9UVTCPZFo5rpOXw30zxlm}A-e)ScWPyFrM+bMAZfB)>6GiMlm=t_JT@C|xJ7{*v$ zR(2P;T$bN+&jkw?mRqeWwUKu?cyPyw6DNq0?CLsv{*a%aACjbV8JU@i?masfzx!sh zlM?1o`b|CCGi%l?RU~6^skY#@w&Zzm@k_QF#A!CrrAx~(>E7YU5hG9;%1cYne-Yf) zW`?{^cmMwVDDT)+c6wf3IShyH^3d{{8vai{)iIiKTwce>al)7xWNj*eO0 zqjrM6(z%F;HH#K4idJ#o4&`Lt7e9SzVrt53Zia;DqjyP`h@w|ASF zMaj#{7m2@Z0sH2+-jm$Db?aA4HT~6xEd9X=Iq-R~?0 z2M%1py|^9Je9ihK4Szyt9zadwGt%`9jRVFws}%EmgXZSu*>mScKglx7b=$UQ&z?Nr zi407i`1sVVE7)G$U0nx33-6pe_Q|K8^6uWf4BucyWo1W%FeJr$u$J81-4!97T9$eX zp^nGnC2_fW-rl)GoyBQT`Ic2x>0G{i`P(yR3^9KTw_!Z90^LK+#NuMh>FMd<8W$HA z8u^Ktz&Ik#UA!oZ`KZiVwDT}etNzCyFJXClczTv&-Pzdud1hwDB*W$#EZ@+Gh(x60 zQ%NgkJ)8S|6My=&pk*e6X?0JiiR=yO->XDEM1t>aR1xURgg;kOCeX$S{~@Lu{6Z0o z|L}zyY5YZBfg!)1*A@lJ-iz;u-RnZgeEIc1-D36S F{{z6>pcMcB literal 0 HcmV?d00001 diff --git a/zverevem/lab1/docs/data/graph_search.png b/zverevem/lab1/docs/data/graph_search.png new file mode 100644 index 0000000000000000000000000000000000000000..e6eb899bbe1b4e2f99cabed31d239c2d68b6ba10 GIT binary patch literal 59008 zcmeFa2UHa1wl+MPs8OQkn4l3+VjLSFs0d1r8lnRVs4z&kfCvakmu@u16YPUSFE*qX z!2#(eMv<;a5fD%*BV8Ga^zYe&=bm%FbMCk9UEjC1ywqKTm8PgTa{3+Wq5x24nUhgYmh@7qjs%IWJb5;C~cdG!D8Pa5(1Te%Q&9vG=gc z$rBDPC#;Wr=Vs~TZ0%q#C!;8{S^B%H{ujsC8ujn}XH>!KxJNG|$yom_$X_-gZ=i@w;|KU?BTSFvk| zbCh#$ZG?N%%`!QD_^mX2;q~cjR)U%7lId?5r6IZtr@x&S{@?oDp}9^|6T>mFvFmJ; zvyO3Xj}~6udv^Bx{d#)WQwk=t7sP+YIOIDQn{sHu=wMgSty{MgeYaRwGVK~N_SPnw zrjPaJ@Z%Gbi(lS5+Li5cNTJzh*woCkBih9Av8dwf)1Rf)+ayGr<$3Biy_gssOsMvj zJ68HMr!PM&%szX4p4V{sPs{AC|8z-AKP1H<#Y|w*#gFof6p?xGU1PRuNm_|a*po}k zVtmGi4BZ=DU&QD{~T+=*CYBC9jrBvTD-xi%G2Igae?ZB&;7Qu$|E9Ob@Txq^uv2RZA?JLk;i zTqwZjUAe^U)ZsvL-x2=|>_cL~B|e0-rcx=qHZ&5Gai^b z-e0m*(aD1A%a8Q3U!dHb`i-dQhR#JlXC1VT=59Xx$1m3d17)s{)bnhEj+KSB2`bd1 zQa)g%4U(~ll099?Ira*576INvbygm|S^UkmHHrSV2#?~pn8?tslmg%Uu46@2H@2T0 zAF1#wkD40idkf08j`ZgARc6>V`1|GHbB`a4o5NrT-n??ID62Lwk4Q+#SITU3GyZk{ zvcMIpo_ZZyZK`6u2cGY8)m^zUr?)YOPrvCmDTwl(7_1#>4bVwz^6V-b_QnG}wH4d0 zzw+wK8~NCB1+UcHdUfZ5kd!QJW8l|1D)%(Up6`-~7;f^C-P-7KAkufV1J9+ZKRPam znkvP^wwe#O1>K}@!siz*oZ`(DShmmSFHb~AeF7I@sn_rcm z9z*!PNHH%EKlyNm;n7R-v}0Rrs@7?3;OW&ET19kcHv49cw1)|>Y1N%w3OOHI3awu3 z-I`SC5M=5WH}Hy1GDS>@OpY{y+E1bW_-&WoSBjJx5F?fG`U#1-{l#_GF%eE3(Lu)s z-aU8rPWEs_Ahjo^mlq=*uMYJz$iDZ+TQ#2?$}F(#%Ny3_mq#o)p6oX@)~ugDR2H_i zB09*-D9$b=Z%A{vw^546<#OA8U1lGgGFBccFO~VqN$av=d+>Ps)`GYJqb+vzTeM{J zTqtVAol7@);IrF=^IzzwmmwvG1n8(KHrVIbWxMr+S_YXaV2Abwtl3+6bLaUJxgVY= zj=z5-s5+pdZ)CSEC#ogS=&yZAQK5>?$5xzr{qsO)wUliVkNsGDxsuD%6u*hCaKsk{ zBL84v_@wDb9MaaIeBUQC7`lvN2II6?qi0u=B`e`0J+LA+Ofq-J7n#T72wDDH_T|L&bT7LmRBVOHy;q@}^dP^l@Uzf|yth^$_xGlIxK*}WoC)i!*%#@JzlZ9|4#l1=Vg ze<_=@kE`=BL0g8yvi!iX3Tg+`YbV$BEC z3%z(>H5<2?d4G7ErX8VF=IV`lQKF4=k=F4druJY-_t9+kKC`%rm?&SPn)}u-jQkoI zjCIn&th!_4(I*!v>FU?lB6N*XWR|IUpTfEZ*%%CQm#KQXWYirCyC^0fU(5@UvpRM~ zb?7M)yK=4QVb9BTHPGD=aA z);l|AVfm9~4&k+CUPD+uq#_mbVeH{>yN5;%Yi-2!vkTR>VGVk`8=dWc zy0RhyiOryH@*av@7Sd{E>fuMTLZ_%?{kAqTn6jP77M+`3Etj^&-*@e)=hf#|^RBE= zRYJCJ+mT}HW?<^7&lR;79DR0U`$%J-Z%|RdTG>2$ePu#+D@VN$NaZYY#FYfMj z?%~zec$RNE`h>}%ih$&NhZV5KNLIW20RuQS%jEeuoE^Ac@7Rv{bwaK6*K>(ydIsw$%02aI;?&POswEYxcxC zB^hVh8#$sXcy?Uygk%j z8d7ba^Z+MKub}`Btj<^{p_cn(lXE4iWFoJ|sN+?ZbA6^m6w03vvAlbJThN)1a;)+W zi#v*v-c@bi6+He?V2jVb2e0~q(lP)SKK#>XH+RaNdjDF}M;(dE1dA~8B5G1EL5V+{ zXSB@qLz5?s(P{Smj!QHp~Y~cd&+S-=2R>-`PTG8RuQi36+Q#cjcPp#m%F#N z1(_$iPFcUWt3ReS_4e)Cfxc#S<(~ToqKD!R#Iz^p^v1g$AENi)V3(P+s65iMGfuz! z=dg*%DV*sSK&MDEck9)@UaP$aXHhcgwD?wglSpK~ZWMlAyo2Lr$G3l8=W_L}Q#yFD zaXw}{>zLNB9yroLVJ8{sdrbgWmZHw-#wBIz(%Dx;>Pzd*?yC8=oicu%d$W%euMz*B zw_vb+I8SM->tNGp!PHp6o-l=^{SA1Fp+JJ^`Tj@n@!qU36WQ)7~#WK|Z* zl}gFoY+&YLIeWg?_3dY8SC1|Yut2U&s${=lpFP)!ET2-DAt+Zim^Z+&7_2s^AY>SR z>g{jb`Y5dN9-x{dkNM$y!nbXTiEyh|sUD{A%vs)os4-dXvfKAd_XTPnUmH~vv;`U; z>wbBUTVJlo4-fYls&f{vy`^!X8>f}!Ytk`{)WL7LqF(;X+^;uV7GL+**Q!nm^#n2u zdaB!pHX|V;?{1QotxZ%^lJo_Cf5If*2prKjMuvulceNuzDFYR=a}pBMG>2Xuy&@@a z>8jaKbmiyThd+NNzz3nzPIy-GOhV_G5<-?pJiE`%b`^B}mhI`VH&R9Miu&ZK=nV8Q zZS7$W$%`iKa2iG)Nlae#>dlI|Wru_9G5(>D8UbuqzR%b(G%dVN5ylU17706oRuufb zfHrc-orJv*@7l2jAZV$_09JkgNyZiX4Bl(C;a=T0qL>g76EKr6FO}S6x8e;%#+-CS&RjZ;OgEal%En?@QOu0>*&Tpq8+sZtQwGIl3&x$2cH}+3y^An+ z!eB0g@lCSlr=CYsQ*%F?&AxZ54N+W*-fDkzGf+b41=;)uY-dXS@@B?|&xyw0pV;y` zSoKhd1aIW=kWR((P!$iS$^M`MJ*C^$_yoz-d7)b!BGEBq?r%U|PJg`E_>N)vvGtOY z@q;F=hjFs2lbHz}@+QYZED3H)_NX^<($~;&OU~|$*R;d)`nft!g(s|(Ko-g!sMK=q zaYr;-onP)2%>O}_b$3t5X7y;%T*?m19@c(yxw>ldg?_$B1G)$~`&SP%`8xv%Q)Rn$ z1>%%B<+DX$`v{jx7B9aUjgqR)#F9DGVr1mS#>Up`rYMxF zjdhm>Z@T?fP#&Qy1ZXK)zS;!zk*!n?uKl-<rTt%acnbINX(35XH+A-RTuJxkDrTC>iK(&Q2q3L00$# zS%@yawTUSK@J@7kmb@kk7kVE3Q9oqa>f}T5y{=)6-NxDkUAP%$Nkzc0rqMkU!_84$ z59)1jgniMW@SCS5-8CA5HyusG0pjD0r3_uXk1j2(c*K#)pa(x9$Y;25YsrR8lgC+? z3Fq176}z%hi`Im--oBz1U&TJ4%QhVY(_!3W$mLZdKlq=tt4TBr*?4$Ili$?DD^%XB zo{R>`(MwC^)(`_gHPJr<2rISNJM2UnOD6y0TOtEctM;NeZg%ag5We^+0VvZHTpx2(-7o z`NhM`rymQ#r)p4DgU^M{Q(G!;qqhRD>=Ej)FAlLoecG2|TVnT*VKIz)vOLqH&IgZw z>u-n15x6ujcYC=qr#nq6>CE}g@?GPo68&g+l>I(Fl4$S9uO1;Zi2|~oeg}B>p8rsg zndf@H(HBv)*9J=un4ZidICD|1JhsxTQSq8q8k+IwV*hyhJ>sgka^2XIDLrN1!*Qt3 zgz*T=hdJbXV396q-mFG`WXJirrgZUY&B88iZF;cZ*wyN}sK3TU6B^!2gyc2(tF%M6 ztdEKGv|$@rM`vA*3W}<0!(KR{_{Es1hAGToNGFfWDuNE#tv34ZHdb=Jem#(E1Ql_c z%LlX-S4T%ji$+xd!~nUNtl1N+8)v?6-@a&lNBVGF(TxDC-jgWSeDvBWLuM_7S1KqP z0UlI$N%*)Vb!z#VM7t6Cv#~`acn)^zcPSPxM-!~iPMv6xn0iX=%h%f54oC8hug8n@ z^&*o>&S?7UUsgG_hgh*Ya1wL0bC2H0^u`D48aL$=O9ljXHOvJYOL5wbSEPp*4`H`q+Qhh2J9 zfh3=r}5VWS^LyJs__Qs-)Y?!{;?8ii?Z;&#RBGT)ldAb(1@4iU$_ox!yWP z->bay6?N}~bon0QXoMbVsxlbC3$3Dj+>A0#gfK(U)2dAjyvTk3hX|K#dL4MM(I)Rq z54QU$vSujZQt)Xk>Q22;%=Jfmvb&Oz7mTSAfR>bO5T&1G5jz>yJicbRvfG~i7XOED z9-X)P^RIsqZP+!`U6<~*aB@od!=GQ%+UcFBbuZmiNcBaqrI2=i79Uw48Wc>CHUnCxKis zTGS>Jf%@B7W9HRE8JQ3&b)-LkHs=_=%|f5w9+#|OSKs>k9Enl~ zUqP5=g$L+SEA)fqXidzXvm4z~SN(MHDH3U*T}Is+OG`@+{4oB+&a6~m>Vo3V;=io= zNw1*~M<=n$?T@)@^+rYuhU#sz(Em&F@~|rU?Ou3woQX$;qr812E3c-jecT^ zB?oix2mz=r3v|Kd*qcB!3(3XfyTl!TtO0!{*~9yQ9MUf9H=>2K9fd3|OQf|C&xVUW zwGAEjQ;-n)mZjap^{5B&RnFK zdF+Y$47)HeVFhd-0~~*Fs={?en{U%iXwD|HS_Q98t(&B=fEyUd&M|F1a}YSOA8m8R z@W;7duhBF7&A`MYoEX>bTE-Tk3U;B0hb_kTS(aRVZP~nm{lu!<6pD(9wo$(v^VKnA zxD+>DvoN$lJeZ9R^%%F+UtPI#v&GY^9+Bxv%TAV0zoD$+TVl!(LWQlQ0?P) zwFp5I{xXFV2hqo}EPwpQKmA7ScGtld2X`F|p1kGktTZiJLk-xeD$tVy&Gi`qZ8plZRgKpPq?%k*{b#DYW zxQsVBx*@%Evj;-h3GGw)3m+WSG)aDZb&aTj$u;a$bdB-D@|2wmRkxfMciJ7D0amg7 zud6P{e$0iu0up0N+(3hO{Q37pu=DtV6N{)7%X)oAq!N8*)=(o@+kW)edWm9_Sv-ek zHLAeGX6V^8gPV2&-&^je(eL0l)*xv$d-0iUUx(%3ZapSP_%E`Y`9@c$pkgccbxq=< zX%j0tvVI}s^vt8tLXI0D%mQ&uzk4F}_t|LJO#5@1Cu9aY%Nm-W<6Ix3NT+|xt!ZU%6se))Kpw{Yb`IK+4_Rg;y3)?O$_dY#6rZ8WfCH&us3(VZfHE1fX4BE#dp|Ftu_Qk&v-Unu7MSbS#Gzs1{A|3uzT< zV^yaXv{JKt;@;!M9SxZdW+1R>VL?6>;Y>w*woqlGs@G8Bpu(RQG;ii+Vv!TPKfXCn z9j1WT9jaJJs-*2~IsWXs$B!RV@}t!6($}P_>N&6*Qh|+W3w>OTQMnb2(@{G6>U4%r zK|NahoA1P^zT%ZQq=2Ox5B<>i&FA>nZ?-fzKsCeH4?lm6hV?)5os=Y)=Y+2Bg}=-= z9coAt5Pi+kj{QG@rOVN&aU&`F?uxSw3 z#}cikt0~FF_~LB@(?tEfK($FT@3G#Ap^^GQNm( zefR$TEk#$fwvgJgqG0ayxBqf+%0oO0bWw2E(}Heh9K47M5RG;%xr82c+WhmIO|nlD4by4IDX_sjwv2G$0}t-VGyf|@>5J$lh*0g?&p3DnJ>MznE^XO`(-T8oTz3XTevf9r0fb1RB}I-M6WhL}QcE63;joPE0ST$emBFNJN24 zwyKKVXZ9&5EZr2dy!*(4B<(CQ_r69C{NtCo zJAlX-jE_sJ61rv{+=4!t!?dnTvs`X4^C9Oh@+VFJtG}iAB>mQ*H(z&7%mndf37E&? zpla1R$}^;Y3*BPPX)Tl+Lf-0pAV$A=u>Xre-x4}{0HXXTx?Fag1aloa;;0U-He?>optojSr^TIV$hr3u+I!8ZU{Pr3I!fIER@aI>V zbWDh(A;}eItqys*9~iatg*dvUom4tVkpdbdbukc1icNA0ArV?e4Gj%NV9o>+a~$#m zdU|>-g^~%0`{SmN>B6A-sFG4;lxc6;lAF5Dkb)5cIAA@O+421L`AGtoz2R5$TzXs0-h#c4)t|98qXQ7)QPh?6?zEDc!>-Q51QP&4O6RT( z*Nw|_XwJu{+Ers@o1_%~C9UpaS-dMPh-ELJLVPK{Z6oQwoK}!@Wkh5(<$3Xuw?kXR zcmDciQ8VO2Xo^Zpw;b06hzMlXff;*|ZdD-^>OnA@^}K{My9&~S3-!z4Ag-#1XhC^B zgpE0RqpDV%ZnStp<_@5(9T=b-$V0Vo^zgpai8ZBPYy6&(0oZRt!TbPwd-6#+oe?orth4!LBnA?y(b~^-%U)E9_*|xp{_{Zz*L_2 z8KO#QH%VC_NFDB0Z!MDd>y8?%zX?z)61R^ePl9x2o4DxC*!cPeV2?`R5OMVEir`(P z>N8&+x!^Hb2rdEyb`fD+=CmYJkIxtc5U`0bu)@njXGcPhqCG2v6dwdkrA~-B+LqKF z>g0gJ)g6G=RH_>b{H99773JnEcX_6A>1_7*RcCEVk+0~e5N)}|wnm!zKXOIfhh%-L z0up@$j-E1cRc1be)k=vO_R@s-P*7fEIyC1_O^#U;DT^8}?)c|lTuqIV=vkml8v%QV zfyLj71M?IJAQ0URaFyYo!bs)~KHsG-vluj)e!Pj4gH)efj3T{R@L{Enm!p35#F`b5 zrqQZCHKGFwQmw+Z86O*jM5OMO$G_?>jCXvlv7`;A3r(!I0Nt^rP>7G&d47Q+^jzYW zNl!>RE7{cq$HBoCwVDfOp{?`Jh{(jEYT)b8Jq3grla;_uqBjw?@$ere{8;Nbsh#cL zf_x>kNQ%EG|83a?!clnYG93FbQTD;Zk%c==Q^jW;BQuH#R8Es$ht*7P28O#fZ3MD_eN;z|^2RkHMv2{$fq;LrO+!HJ5luW>0 zZvEJ_JBbV%@|TnLMzjg4^d3QGH`_PWEnf;92F{7v(HIGN)klCA&JdZbaGG`_$Gm_j zFpeE4N6!#KVv+J)?{Xcr5vFYJ`yIYx4b68E9@b5{9tsU7(utXnuTi0dM*3TsgKq$k zW>tbgie{3$&wLv}uKcA497%gn*o3&KY>~qN!A|^Gly^Uica*r9mT;lSgmg*il*pY+ z6(ZQDhn$u>0oui=*p-O65ivgm`|2WbKZCjFo@lBD3ym=ZSx~3Q`Lwt=oDec;Gap8% zXT~$-?vDZyu0pJkeO6nbILr&x<<5Y#Ocs!80bbALXB*E?eazj%kA5Y_rKrv?iH1Z3xn~G(d4&Mc)j*eKx(&XC>ZTbxcKd+TlKcof1>rc zh6*Q1O&wv?^#|^@Qhy5>DH3Q-mfA6%U(ax9(ujy0_oHZYEh?)bFr-N`-RFJ?vZw^|Lto(yU4ddWq;&JVuurP!UnpD=?o&tw5oz5qg)6$)>ZAV`p`XNWJpw!p#Bv=*;96u40DIN2!DBp0$ zCrhh`ra-x+VMSU|EQ=AZ0VH#yuXH1~6=>g8FzcM4BsnYH-^K#Uvhi+Gyrc^9sUKxI+O?~O zDhm;IxsaX!)b|YGyg=?-4-&>bA2g6+llsVq_pR#Cqe9?y86ED6A_mcU`DYaRe`I#X zC#+$qA*D&y7B>`+m0DlM>Cqqax`};3jB%L4&N||D@s#d3bWj#D4jO<1J$Wnq#y^nv ztPXT-CE&1;%F1tM-&|38449O~ftn%v-lWZVO<;;|XaK|oaJE8nrp@vqFp9oY&jZHpYQh};|8YIsO z`L85@yrMRGJQ8vzvGR4;;3XY-c)ccK4k@Gc7EDc2Zz@`=fMq8xn8iV;*FI2f1Kk#x zkenTVMB_LAgHaB4GlD9_hSL78DqHk-$kUO>3C z0zDX920@NrTtJ4A7jS!!APWV)6y?>R#qFB=^O&o}D%aG*bt44vGTR#*^=)f(<7u&Mq zrsLferFSh$0+E4~7ypRJer#63GyNkE=g^8=GD@>|{K`NT_JKcHO%b7ClY zmvFvp@seB|sI6E;8=%QF6o_=<+<|%T=l1m*Hk9FWzsU6vz)6~0)3N}4b~uz<)N^CW9eMp+ubiF?W7xC| z;-)BRywFzO08PvKvijslapXc?whsF2et<&Dv-1_m>=t%Op?)2y>0cO=luzPx2wDSi zz6a7Kp#uvdls}X{s6%-$7{Qa;RJ*&;$wQd$kDfqDFQa;k66g@guJ-}$m<2wah_CS; z2fwhC(8YQqozJ4|a};wfFIQ%FD(8eQ_}m^<(dhnh>hcZ5a;o-gk$3Yc!aNd~P!7?; zSE*J3a$pwClS+9cAV2-x)p_4epU%0*;zuac7v`7bhN_*>dAk!D2NmD?ih-HVzoGk1xF?K-f%J-Pkk&@C;gbhg|Iz}X1Z=?E=WPR+_%&wZ7saG z^uWEnR#_`|{tD)NrD&AM;K3@eGU@BhXDQ%csICZ9bw=JK!FM^Xa!L8!jkClY6N^lY z5DFmy2Bv;yleBx$>Y&z}=T{U%Ne`fmN^k7(t`UU`>VxPgQ63{%KrVuT7dlqpAU;G6tDiwf{CP>-!);$JOGBNXBSjB{zgQ|JF)^`HGS7)9j{c{s1W2{ALZS%mC>A8^ ziTd%VMj~=SMEQ%lRZ|Gc0YH&om=~IG_ey_r-5#4p;j-SzrML9 z%{%8&y$#9|Y$)mkf;yTD{78SJcPN$o;0W;*Vuhs9A@IHW0Wr3cg9Q6vR;@mWW`M~e z5e@Boe(@lD&3uB2wn=15Cr{Ic%vYN!%zGr9R+6~6xkNhPfQ~Bf?Ig7XNrel)-S{1v zLUUrS17Nh`OFAc0iDAYK7^tO76=XaSv(@vO0QyVGm_YdM=71S2s88Cr48}t^#pTHw zu;N-* z$trilJRyD3NI{K32o6f|VQq#@Z55LE0B;%(*ubrYl;yzKH0 zu?&nml}~Ww?Uz~iCTw;BF#NPXPHuTG1Mw+VN93F^X^@(1}AumJwP6C&D)v-H+WS z_&^UKkE6dW<^Jt+mS2ZQ?t2st9dL2B^1`?z(*Ydd9)!KSjA-#0i?`12%x2i6;7Czk zmQw43TXi`*-GVGanz}Z&ZRy+71>jA_=#gc$s=cB2#RE@&YPlFc+^Hp?3cH_{j15z-)CjL`E^+u z4DM|}G-brvAa>5L(0mm$k=+dYnJFw zqDb|q9f`gIZh}CVaW|NIf6yRw$yASAMmAf6PIX|NaHrz+)+m#N*JsafpRD+u@GJS3 zAU?Bvy*CtB+!&AR7Yq?lBnaq%LM@dHXk+Mswt`wOOGNfwKtVDK6HOHY0~S?XYP%wR z^GzX)dcaEIgpx|$_u!c7v%*cgAR;xmnC!VMd|?mBBs4PbLTnx=bw2pQQlg@%1Q10C zl0X3dfE-kHco)vl;HJF|u4H~Gkxt)(eg$2T$68>%67S}zmM%^qORsLb*ASxe}!iR5J{B1{~Fm5m$;l*V$Ajtz0ffU3qKjnn5K;f^rD?1d}BVNa8!79QWLR2bK|A<*8Am!Q<-)^FG&%;AgO zH7u)_$7=lEh1>&kZgFWDNjV4#W)bpb{1`Uws;#D)Rt-j(Xtk{Rj+gCTlU2cA`{pV~Xq5!5J zSm#;OV%U3;wN+ehF7n;`F^s$AzvA0weBds>cL zJmbGEQ~qb=%>Ur`Qgumdgh|$!<`3C6@T~tp;)_zeP_sN#g!h{DE&frsP++HsM5KZZ zUQLy}J!Id_mRUIOCm=#+oX>VR^|f&lsYc;or~=;=19F_ZryF>er6A-{eS{E93$aX<(5ZdP`8YV0h zciscqdMrJ6Md~)%a5C+g07TJ*f`%8mYgoq$s}5UEXA1S35X$~3xrc$oq0V$1UG`qc zn`DU?|8T``4<3#RUiO+^4P>z#P>(AW+E-BDT}|Yx@^BhAQdS`^7g}sf@JnR`ERc57 zleLHrVjN7I`zbpC6>yjkuTwX7Te%=l2zz%@`_TR=&_qXc7s-hTi*U-b)Qr(aP?9E2 z;WYVk{(Ej4C>==1O_5!5{rXq z&C|Rwd;tB5GYKqA_1Qm@dM_lgh1TFggunsIUUJe4)gvSf1vHh~g_oBTfkBKpxjDI$ z#BMIw_WHCm=7y|cy`nh~vN#g|$Kw&Iq}~)bD1b@wAq~*b93kjuBA~*N0}?8OiH3-b zOz`ey(y0dqkv!8;7Xi2?+JXsPgASvSmqe>mfrNAvj*$~7WYx0$S{t}ne_0rl_wfX4 ziik9MENVbL1$}Z*0bm^?d5I=FY4W#z6SP8oE+2xfaORZUo7Isq+fbzeJysEylUACFk*N_@RX068QS zirEGSbef$HRg3rfm3nQYa5BQgT#9r$|{pF2`HqLJNv;pw2`5L#^>mj>(B{G4U&&v9Qt1s%zx743!S-E zr2ga&OR1GNajn)jMEsG`{i<_Er4n|1PzJkBNMgcC88esz}V2F zHH$;3iWqDXKj9dP_L~Cg>xhBW+NI}J0lici5e{7cS{X&_6;Lsamh@w;u$8n$jb^l6 zo9Q?rPSeo+TSjx)#jqX-2e!d(6%+U+UJB#j)=Bv?TKdH0c5s$+eu;smZ>nN=THXflx02n_dFB%*b{nY)Amv z455NbjV{D4VSL~qVNx`k>oHVThAqCf@Agk^=ySEu^ErXxYsKM7%9x~oMds7Oi2G)c zR>G%5hqpkn^(ygD$cCl#!I&iZaO*L-Fqvf*76w=FN-S@}N2MBz*AIUtOPS!$uXQY7 zZW6ZU2vBOo3Ahab`-Asb$bCY9p3DR3f3r{#vk8F6N2VwVG`0u9|HPs~b+{C%CLxax zoTmRlh2|$o{ubguxNf;u@1V&eR%2wg&Lvw+m&2nuiBj_N=nP2t9D<4D z8lW@;VUErL>D$~*e{0>SK_sx=1TE5EsRHtPmYUVb@RM#5o7MyZ=pI{J`I z^e7eaLUYQxuY3>8NhjpVVN&CkG`a+i9cO+y_epsQmV}BZivu23mGD%wd2A*^fU*)X z68;%9O-+$bDl%%n3JOW`1G06K6>WEa%g~K#QckG<)8x;9nRN@*9WwQi`v<6DVy0?s zxC+`k4{)<-IK)-k6M7lXIGzeBQ$mdIRipdL)y1u)|D@4OdVCcgP>P`-FR( zsB&_N%9v*B-N&&qqTVrpN%@MqL1hl$b!*|td{iHSiMz)G6$^gA*?o!+q$j1tLFpo&WqF1441tt}F-sEfZuW))a`%8+=84NGDlCHaQQ zic<55&+|oEUdy6Y!nkW{y&C!RxfxOR>PEg-&e>taUJ({zfSvE{?WN9u;SFAOdD|^b zFZixVmtPZS(uGPzT(adSqhI_*WB4HY3)Lq#vHIa5#8?>Of+&>T9CVKg)k8}$UphGu zqi%_?y~5GC$f>IG#YEBwe2= zUob@ZmFMaJb)0Apa+70PA-&V#6H{MnMm}_B zc9M;PWF)jMLC~8m@ir1%^6(v({ryB0v?VTcDJD6SIztT5_ZyM`*p1ZG0j16!{E*_1 zImWka#>ET_Y)Aauk+`2ImQ+-d{g_vK1->3lt4^rS(sXqJ5$|LYN~&@PJJC^{U_eMv zQLPY!ZM>ZXG)W`~-19)q`(@`fagHZOhT@#l;EL8ye2X8WpieaanmoZOsSdO_#wu%N>3~i4PC`j@nStKyZ{?A}4>i z;Vt#7{xU5ttv$IfMXeUPbyTiKaZPY7qh)<~i^7wzAw- z*xukW@B@*ph5F7s!#4v+Xa>JH7Qlf;D(qix=03i=NMO?9e4lIk-bs_#Yy)oHARO*Ct8qeBU@fF4!p^NJ zc$)i(`loIOJ7Cx|l<3@#O4|ykSq7jJfey_x@`;S}r&Vh$+}KO*WF%wV=R-7ELVCg_ zsUsy6@4!jB(Ez>x@25DlA#p<0S7 zC3r{G;l38K6lMvYHnxxfvQP_&Kq8rnw_+I0N7aM)_-vz+shqnhWjZO<$5tDmvI#Fv z0dct-2}Njkug|`B=MEDB#71^ZMvAQ|Y1d@CX~%l(?QiMQhXj&9c8`Q@4LwviFnyc; zUG6wf0`G%(VY?_ggAH%kR@!}+h`9o2-OCXNlqO2KAEVDS02X|-jGS5=3sQ&%hk_{H zAfiN23rSaokX3<9<``HUP&uDP3-+)=D|Svg)kx}%nMKr3Q4{tgA0*mARIUsr1(0Ej zLLiR^r_)_DvP+Sagd^ye);E7oY-qI^G3%W1Zh?$LU@9WhD9z+W>$3n3tscvcPW4Sqrqp{Wz#2`&qs9X+lZad5En(l> zMsE4WoZ*@3##vx~g%FWi1E~3qkxvxBGLyG0`m{Y5&=L4GgMa&aEjfdQ{>EfDd)CuM zHk?-CIuS_5j&>MbCyRv~j3mN&2z+m=|7f7&1&u#j^tTq#rV4SNZJX2pj#dDA4F4hG zzmaA3!Z_C6;n7tI04+5$4t#G+ja07;=HtjRhC*3aVc29s6D5RRr^)_*$=s)W7|S7> zS6#XlO&|Ja;6K`6vC!gBSFfK@Bo20)5G66`z+ox(CpyDvaLNPL1H@K9d7RD!O%A9YK-1lvvkR2gkt#*j<6~%|L$)~{5!-V7DhOlV z5wC)Chp`dXsQi}_{M#*nzqCMPk!68EI}Oz~VXDa+AXw<#0ho~dy$%^Bg4}TAZ=1dB z#8natFkeF*#b(gyGJ?JO6DjQhlC}n>Dz3(NoI)_Fe*@5NXr(2bsStP zKqD<8_%t<%UTK9Hq!_xfT17?PI&sXDi%QL33ug^tek&F^Bssgjh2r8{J*f)#YmlWdlBM4GHt_iy&CQox^`=WJ5MtrGx1HK9*f9R2O zO=z2A%Za9dF})qlY6;z20T*6D%~4`BPe;MVu6q_ZoKMaljPYdAY)uE=7HKJTB!LLL zN!KAZA`3`vac9?jMqHyNqnTLk%nd4aNkPGy^^(-xXB21xRsQ>HaFRlJUuEgHIfV36eHo{c?CKi9D$~RROy} zD8e&T5J&`p714O0xp8r7O zIGk?%V9ofLUn5;N46V;b^8C|iAes zj6@sXEYMs6^h31b;sL84Txqt9@GTt;Co~Ne0vbEQ6o#baSVxnuv;y7B#l*tCGZ9|y z_2~RU9Zn*s5fSg+Wm>;dS|n45rc}~(;uDigLT3AB6z5~ppIMMK=(^{7&(G`UMtE`F=UsaPin_EVt7E+ zP1ID}_=P@@AE!=_PHkQHX)Y?*UEmb__8+C5NYBCU?0FCWXltgq72n^$=xdk;F=pLt zxh)GT{)KZMMQ-seTkYw2XmaV7Y1!s~`>ue2AQheJ`9g!?y8tA0{Kvki$s8e>E-jA1 zpVKg56VJ(_O9GUVXP;jE92wJ(E0io4`p8x zM*xUa+U+0(WLJr#EHs3=*;aIaWT6b1|f6W;C1pZ=+1pqlKq6V7{Mz zl65DiN7Zoo-2Z&{KWl)X_;+!Tr|}vTY6e#E4gHPj`q-|l~u-{ z)5s8w=+F=t@QKi>O;`<0PF}Xmd||Mie*DAPY?;?VuR#y&MM;)aYev^81cvl5g5gSu z!WkpR>Bm1~Sn;9GXL(FvQvuxx_fA&r)0mE0Y3;yR-9DlcsEH;24k0Uab3zZKBXvPQ zC5hCfkfKENkGRv*mAJ2^s$xH%EV!_PSO5r37`9JO@E$5k`_Zm|qyj$KIb${v^-8l* zM7@$5glJgUsn!ZdrOBiM1OshZup@~syc1sVKy1g&^6BLHkYoMZyg~98kaR{`6gf96 zfW^wu|M0i9W0vVDn$a}8L>u&WZCF4!Ou|_-%)`e;utk_emmCek^$VD1bq-Gl-(!eg zHvw#tZAu#%ai%7krz~Nd3CWx@?HYK!BrX_g>kC5uU_o_8WNy5 z5E)$Z`NGXOH2Dvn2J`r?MTmIFCfKYRh~`-7Mt zLM3t@kCk~Q1(A+Ij4U*8EjG;jWaD6rr%CT?a41h8j~XitMkuydUarsk*T0LnM4^|l zB-DitpdXhW$Kbz3wg@Ng7>okxf_J)oXuz~MgwU$ZWF4lkVoTns(HIeVE9oMlPc@cv z2L-h{`75}RqJz`NFkDCiIv>=O;f;FXM+{c~I>_*5vexM{&wgOSvAzTe=MJ-jrqUl%u4oPa`Ht6iTss3fVEc0 z2v0SZm|n-RlOi8eJ+3psmECQ0F*eAvsr1_EY{YQh|8EoT5Dg#{@8ysnN^Vxn7wBec z2w!Y`$3KPl-%r4ksaq9Q#;*o?8n#9#xoSd*CV?8Z{N!Y0dbb`7anDhtD4LFB5(~+9=}eYgbQiOzIae zeVzXu^z6zI+T7u&Tq-3TQiloZA>F`EU;nSZlaKA18JhS z5u3IE1qz*GG;$&_zUV3c;az|6PrgAK@c;WBrV=X0KsYEh76;9IjoqeC&%K#$?4_^& z{B;ulf&c11^(?l!wX<}+{uZvJf#ZXwG@KDWm~oIvS3vwA6P_7|ql z#i48W_R~BWzW$s4IK=-~@4y5g_jEll&0a8{91G-r8a-%SJdM#Fet$T6+IvV>a1bX9 z=G6k)_CKtpE;a+6T`CvIvluF70WJSS-`C(ELq5L)Xz`ikXlq}2y5O8}Cls~aIF!P>!9I;r zX1n)ALP_yC-1LcG4cslVy2=Y^TR6iH`L7&8M-Y>&UsZIw5M3WiR6pIqz~a!{B^jq^ zU=u!B@59%plQTmreAc`{`aK%0@W4F3<-kmhSh5~P_*GMJHgg};n({HDq$WG217UAd|YY8qXkNtcR%4aWn!14w6}D_O<1 z1drV(qaKF5XtbM8m&u@Kjf7`VhNjF2tB-7$ZhRSm+Xma+U(?Jm?m1Y6PwY+-E?GZG z&ae@Ex0-IBjetI?f>E3!fxB|MtRL1bGwfc;o3CyLJovK0{nyuw)dsE7Mo%wy?gx!Rd#$_VI5L zH31Ab{nH<|8^_)>gAQZcmOv35al{-x1=$cTvRt2$PYt!wF8B{BpTt&xEG%T6bMAD}V0^{IY=_=hm z%=21tgg4t@bGsb%@M)5q&S|CF++n&|_v{l?^cYD0 z#gj!>2@tKK4GEaTl<*sO1Xbgk+%WxQ4;OV=i41b??7Fgoq@PMm2~&4Y`YuE}-*V&W zbMSDH)y>GbO!%?%8q84nV7!a*gMSwszzaY(e_K+tz_~9zCZy7dOgD_Z*#s7){Zt;d zlon5tH?b(Am4;=VK>oDR00BT?I$BOXy3i6(UBEBI*rZ@kGpQR+7pPELzgV!t2@L0$zh^+$od^8g*4w_h*(lp`5 z#YX>=MzcLV!c!#uTbmTXD$*ZJgFda!kwYMosB@=j2H|xwI8Kn8W7$?iK2X=_CMMzE zrNaJ^x!M_qYzt%;5nevrLKgU&JXxSm=+7OrLJ>2G6?~!~ER15UI=Nw(d?Cr1H0}{l zBmx|Ix`RIXff}x0Q-O7jMn(}!na_H?{_E`6%vuG|S7exDanO_TL0y&69YqfX)0>*w zYW(hI6U}AOygHdwi?4Kr`S462wK$PD3xS)A!_cuCq_2B9fRQt#Yb}UNgTY6re4tM) zcPyQ?#N;YD=kc2*7;=cfAFyJwCSkqhlTJwH1G1o+aKUx^HY>0*X|S@eZEV4@ z(}f{qr3B+;aancfCE7n37=jDORi&p-TEVv(mTg51J2nCp6Qef*Dk1&(Ps=Pxn1qEf z2&+#fB#EK52o~^ze`o3={@0%y|^He=XWFO;Il{H2t(xH#-nacw}kA} zhvz|^*}pvg)z={khz0qcQOJyi~P*c5$BH-NvxyHbbZZ*sii)0yPh-n1{EKgmJE2sE+Z zSsmtV_5cSehWwD_^~P0{W|>9wmwtK%`-kY}$pJ6AYKJC6`1L6&yog2^KEjFnBOBh1 zWFh%+x<2?p={#4{ncw^}JI&uH1YRF>ch*?+4aAApTQ*0OF zam7e=iZ7QY-N?Q{<~{ltbn|(QNAIqlglx}Qbk|nqzC2-Qq#kCE3nb<@&iv+c!^fj_ z!TO%8<>x)=5{vfoh%hj~QaFo`jBJsTKfsDKhjOlIhVE6mXbpB(1(#2n@rk=NlW%jb zbije2$w4mkjo={+_CS+V8>_3Ru@sTe!hJ#kOpseigCDWsK}_HJM(ZV zRgt5!-rc%D@_vmG{mF)QxB!m<8s(D-2=)gf(~S4`x?xLUap-E_nwEq@Ww-8w4yvEB zpl{UYZYly-eXnNaf4Jme0rMWs1JL{;vq;wW!-dX6Nh@jX zSRCSD=_zsdfa$+`N?8{Dv4HVj_W~{AKan!XU819}uTQQ`p`Rq*+XDzIfF#_4$*%v^ z-nYQjoUiLIW6U;V+y{FqW5$Fr#9%6w%3!dB3f-?GiY}sr(rw1D$0&`J+$yfnmt)i5zeDJ5nQ))ne zloJ4cX&9E(S{#c{QVG6)eUuJZI@3Tx7fc2ppS~f;L?L{eFQNE~Y)DeEPawARztt`M z5}73)iNI^ynj|+*`GCA6A;z@qh{3XD$BrBsEvC;F0Gc`g-i~D_gilFc z0yC@64W-dx{%|o3pA<~_GzZJo@o=|$OpYCyN7QIwpD9&frNEV94|e+1gPI!sMoe;i z(3A3o|HVyC+VN1=XMu#`koqW1gwG`g20`d+MNcv-J3`WGO-;@C$&+<~=rRe}wx$O^ z^3XfkP!tTsJR?87okNrGpcf(kX+rW_yt1F!>6dUNe&TwZK$!*;!dbfhI8B0gA%DOb zzv}jgHASDX>xRG6->W2CqUh}Klh{s(4R(kD~oLPSHN2-ch1X#e)TX>m;sP~tV zgfeV`AzeI7?H+?=wi`(m2HT}gGVA^+U!}#N+dO!>U;(*cKGMp@`xi%1+ zsWA@rV-XRbPcV$S#9K#WF#LHwmcCZ={=#bP{42cr(w-cR7aUV$7LCq1weUE!18Gi9 zt1|LIL0t93$OTUBQ@yw{WfL4~Plboim!Mg2A~iMj8~N_*IArN4(Q{5B5QeB1+%&{2 z2oaM8%Ej8GQ}-|HX*0-<7o=3KxIrfEa*EBk7D=0^DCM2%)^QnnN2Le_hlQtoN+gGCLE4*98AM z(0>J0Fgi+?upH5gVXZMPemaFDAN&S+jpv$-ha_|g4_Pc*IyK@~cM22f1tSd9Ul zyi=yq^GQ3B&=IpI+DYXJYfl`r1=Q0~t<2<%R7qxnw3*^r3-hk%m`Oe5rdfu1KUt>* z6IGm?&Oe^&zG&;n8{vn0j!jX?E4+72pksF437nX_u*ej}Xng{~lTYqm1|sR!Adlc( zSU_|n#e4fTH*Xj|$-L|rrS4DF8~8omM@n@(BVz_)4rMR+PwA`o9kbIuWDkp&BNoxv z{x^HhAK4$~didA7BoKkvQqXqQPHX92r|uhdcKC6G8`4g3dXK6P0bdAr_{gN2-EaFU zEkOJbV-+Nc>wE5j!_vBjBIebGG3F*!oQ{C}aFu^!aZi8t?$KiRm)6-u(H{L}dnQ|1 zhVAVs8kJ_@1Ia(Ve{o0YU#&Eg;d)~W7}d>P-2E%d?ia5PXQOx}8c_Q+Hm;GCfqj+$ z+Uzm|17_hoQQ^t3rnm=*i8_f$$iBH^9+;8M@ave?Tvu55JnMNTmDFaHt%kI4P^7$q zKgKZ%Ztg8gmbhZX*}bTrk0&HdonRF6=IIa$alomFh|BC_;=uld+E982k(T%u?H6Bh zxGob&K)88iGJ+<1gMK3Qf8gX9iBn1qUJMhd%lMd&{6$c8uQ56v`4}MjYgJbBN{uJQp%V z3qsV~Zl52{JWDLWw$A!iLwK-d>Y0rfd&{Nw`K<5bh6A^LQF0uvqH=S!`QH4fWI!^u zbY`);ZHK5!5^(U5m*IMO(ZgrK@<(tNk&1Rd!VgZrGq9%%=$jOI<1zWa#r@Tty^^Kf z;mJ4J0IPsqRek+yx$5LsBdCX8`EBnis|h|fy!#`Q=LRbl)kE&TSW{NSGoHKs zgS|bgGc0D;OZQ zI3tngb$_wAi{*;A5T5a%nsX*GB>>Fm1>N!H$~H^RYhC2Ny8GwLmOEb8YpCRiNVGEP z!Qj>HZ7vce_w`q;sm3j#l%fgfl{#T89->r$QmBMW&mKRy=U_7PTQo#UIgc=blU{jL zlwhgR{!37ig0y}>#VLLKZz1m(wh>QUGGwVKPr#9YB}AVwo*nEUrDqfwo!p(hqG?Ot7=ahyam27+GQO`Npx&({g zz`!Vw)+CHUvEO!wAm)M{Z3{9{uN}uhLOAhf6=BiE1^q*s%9%N0GDVz!X>sdZoT+}b zZ_B`!omAvt$G!>fj$ViE6s-nnIvDM)lfrsFeKF1YUINZjOLB~Z#b)a2Q zS9)TD^^T?3(AZ#1M~Ovq#?TU+##JwH_nUk$TaEq`G`b>-O(^hQ%Qm}D8^Lh{C5;O> z^K`Vj`dy!X5=A;`@ZrY7bceP?oV9Zca2*TuH!oXK&AC(P`f;i$&l8T&z@up*8SUba z!+4S~AW`RlO3BK?s^|Dhp6;)D@mN@E(a9!!0wRcI9$8OhwDXq0{)udH9Dgg9n!gN& z^AQZqqH$9g*G^>gVW}q{*OT%{b@aJcEfyP_nCu_b@nD_+SfBt= z6dPI{!TJ$XMZ)MpQ$s`-)4h8u|AU)2eTj3;{mPDV%$=0wb%8 zBEl`B+O0#Av|pSXND4P{{Zp_1T-MT9AXKC*;Ic|hZsKF%I+i|Za!-%l>=>%(=Xtu` zQxSkoQrF&7cNj6rd>?X7PwCRIh&T5GM+5~;Fybup`Y4Nz#hK_4p|b6c5iFC|WV_SB z15Px!kv0jdt{tH<0l@+LqTPG+IkPJcO!_!n8K>2_ z9kQiKVhN8&4y2aQB#Q&fWNKY8SRMq{Es}deTW~ba3$(gU=afO$c>ujNH~&UlifMhI z!AlWC9J5cB9=`?WIWIHIKC$|J-8&CaK$f(GYM8SsOHmCg(vE( zJ_Sb;b%F%cIBFFBMD)&YHFh-zf(nJ-M$%L{yMdJ+8wI8gMp4GQsC|a!RR<~pCM@kR zm%J(&qhlZK1J?sKc}`*n_i$ebwIdcJ%(X!6K^JL`)u25rHQ(4PB+qgTgF|Q=Awa~< z=rA|}$Ld>Qm(yGu0N!Rsb-`)^rf4+d3y^vBid*wF!-2dK6Ku$06CkA$He$p09LZ8g$CMx zbZA9>p$3804G4+bVZV44Zyq3-mEBJGH&w}HQX=M#Ba8-qvFogmp!p2IIBIE_QH=S1 zqL=L6+`!Kh>D0kZqf6*9d=cXFba0QY9Fe{MAF>^Sa{7nw5NKnw6f1qBV8MVhKd-%| zx%v2Hukqxkg1|Qo=^KwkhmbbNK&R7tPzzM-I_!wszYI?{?G^}xn_byEnFh_x$UY{p zPr`op3WMn-NczZ|q|Hse0>rK696ijZMEWtNLIommt269)jR+X&iY;WNN zM_vU|(PgD@M_0uY*Bw6DGNh@giDn+HWl}w7ug>xpO#cA~1+$o?Z$Fo;A{~Heyvur=ZyPF5*J(H zejGYo?9)qzL#xCUAt9IgAz-Ape!ITvyhy_XkkGC5w~0&%HMdCo#Fc_N{LEFPqvf*bbn(F^Ge7E$wIPOPu%x`wp5xsl@PA4zsiJup z3u#WZ=)Cl?t4!l9v;QEvIB>Za6SCmfv#n3 zVKRDKxPK+8R0f+|xK1oo+*`ExcRCwx&qc|&>(mau`QUT4IIO37>HM^sbCpcxw-cRt@5PxIdhm#ux z$I}odrO~tKP(tHz-ibs+-dfkNHghEK!njhLMupIKZrq_QlK!NvFJwhcT}J8AmV=)+ z7zQM*zF`~cTC~C2$u;V+hns#^80T3NW~S#c`6trn(r7A{X&0tQTeryEU`&ss2MH+k z0wO0&HvyX1d~{UDXFNv(kCiyh?^X7N{75Ms;<0)ys}ftsoJtyL)fkde6g}auniD!vgAwE=5b60;j4^{j1r&v zw!&6cC5XaF&r;Iq*TYp-I$Z@qK+lHFl{&E4VWCCy0f)?huG9GGF(xvtEFaE!r$Z3k zP6?zExa4=|gvT*rfLqP+F}=^uyZJyb7OQQGw&x6-&Wm6Z!1HPIvqv~F<6eH@973~- zv?eQ={*0Zp@baJ3=uJwjk|(i$>lmFqBpxc;?^QC}L(3`H&lOMjmB%^o?OHTUt^)S3 zJnD_z&faQt2lT#+fN?BMKrF4}P*UU?r5*#5NXd{W!gbr+&Iu>Ez!X6WRNQd8w{?|M zk%r9vrtAJic33eSr7el_c-IM!?`IXE;4u4%vUX@iF0r4@@Q($eE8!#~?rMC)rI}4p zC_-@ec~m6gtTHT|!UGANF826@a~(w_qPEj^RY3<3f`XvbAJ6aim&%wa>cn&RZe;t5aenG?`Lf^18B zKV5i_W9nfnwVj?={;}&GQ4%p=WT3&fcX&=^V}Q#`&-j3hk3^$%^@GN^1|NsmV2qf~ z1@Al&ZbGsGNl=tVa4M~Q<%_wJYP!*~@I;g2B*>v+2`-U{2vG(kyvuBMBBvgwjqVdY z7wPatypmoLY)OOmjinc@-<1^WrNr^k1YS4-n?us*OL2n47#w9Bl_#yh5@G@;%v67w zv4Hl%L0z5?b*wHUkQoXY3!9{j6+CWnZhqt6rir0E3E1RgO@@hRdrTXIMD%WsBWoiS zO<3%JUg$rOg-%`R^lV7$$!zs__Gtf0bvF4JSW;JLdgbu;KC>gLS*g#0g5#1_`IJ^~ zTk}m~Tzq-Ko{n*!Ga{YMU3+2hJYjk-%FAgS{Rr5HCkJ7As-H4zQ$aMMro9F%j6!}g z&n0@GVPR+R=;O0VL>;|?<`%F-JV^Q!*>Ctt2A|?ArBZ|>C;SRmga|vdWGU2Vy@tfL zG~5eQdx>r-=JB+Jm5sVv!~hw`_{4fWb`V-1s11&WFCr^?r#^qc-i*~WU#c&@v-#%WiG zRtUL9q&AIm*ogypDjhmFM~D~?=UsqyW8m=k$6*s(uyIbpl8nSj6e9;lAcH(eM>+S&Hl!g8nasBNibAU6x{N8{zBKj7A0GlTfr2d zTRceUCYFU&P6gBz8ZjZ1*dd_OSJ}T6N7f|FZ`C0f!jh9tB}fhT5L!YLdI8$>kq($@ z%4%{Y3`2yoAKTv+znRb&ZJp}q!8qkPvu(}A6*QtPxe^&nOVLTKATp?gqX7MzX7UZ`9}Q2GsPs-m|9nPAAi*{GGtGM? zB*Ce{LrgG+WjDsHgHE9A$AAaoLIsc}-S7m>Dl)bGzn#&}dyo2La$9 z={fBz3s8hJnAv#ZG8tQrdSj_BM*56``E)@W(um9CrJ+GxZKvI4;*W`nuzf$BL)LG* zMptR-hiGeG0@-pZbcEV(^PQQ-hCHrqh~JBcHo zBqmpEySk0pZ5H(Z2$<0T&P^fL+m1=;pBY)W8PJ%bKSh7O`N5A>RX_bl%+c5fm9|&{ zLW4WAX2a4br=7GyXjN!$aOI3TKsR}ia_-mlk}ge(@ojtFiX&vg>uEiJl6_2Og;cJ> z&dJbOiR@ecV~l)^(JDbZRiNU4Xjw9yQ{g#)&%DDGPk?DEVHh;9%X6O~di&<@WheKa zcWTdim}HKQLH6XJV5XT2G|jC*|7J^4etdF$@z))>N!I7SQxpu^Vfj!)&<)94Fc1N4 zq}(OOqXO4JD? z&6zYj$EVHwdDnaV&|A`=H7H#=&J^3A2r;QsND8&Oso-$N(xS-6JhJd6&<9SHlglMr z>;$#4X6s`XA+>G>n@yRU0A+91SDEt!S03 z`K1k-SwwTO{lGr*%J#cy5QjxuuUv|39RgTv6qRsnR*{M>!42y`4e*{NB=!D+xv{|7 ztbR7=FtiPv`xt2(N2y_XoblLdiKJDSrr9%k)}g2{Oj{e#*4)m= z;RZUi9I1)E)P1>J5E6ds({K0+f+4YK-Hx1S4yvZIC$6I1^F;_2fm~zWGvgp4*A6WS z8l0o}qJgJGku4Eq?A$SOuAJXR%OVP1k&GAySb-f&J`EQp%V&>v;ARUY!r)k(5RthU z4-|+Pt;!JS--6`$0-#4ugI3O&2R1uuU1g~@w@?jGoP2n!aTK$(5r5wfuE$~tF|L@8 z!lv0Rj-JrSYM_=r*Yscpgwp>B3R&NLU7-gsTlHLSDMm>u=D{_n@@yzlyH)|I!2|&2 zYn3l@R3(aF>)3!fvfLE!q4-Lm=9BFcGdP~{d%1K zZ_2fuXzK0(-Z;i&*!e{$0bn4e3+Ojck@YrByQQtFm7de+?@BWxoEgH@MiG zQI-a6VX%UZ&V|h${2BP5m;+fjXG!qh!jb4%J1wmIMb~GdxNo1Oxh$TYBIhO#F&_c8=WkcAG{dFY0U@#I8IgBlu|T*J~u zxX;8c=)){bb#JPKsKvF-}DR8EBu#8`#dUh3D_bMVWjzI2m(<_w&>5R0S`?C5I_|M&GoQ) zQ=*Sl;O``ZE`p%vRI|nqw%dGt?G7{1nNYZTqsXdGy+;mpp z@eA-QO5X?QTn)0NMeMf#(L`+5Vx~flw1o+%^LYp z%C%Y0su0v{$Mid0qC{W zB(BoWW^$JJT5d;Pg`6_w~$vK#P3OWI^7nZN>vRI$|F?-D=Xj|8E z1TE1z0C~;wUW^>SXQE(OyVG zQ5~`=_`>tj-lQzDF^zH>h zyDT68Z9_4~jRFie3J3!z#!+E0pcKe8^F6i{(N6Mj=o&efvTOk?Vd>%2hh-bXk&pxP{pX{X>pQ}q#Mem z$)W#&{`+mPJ<&w`h6b{7GFl|Vp~${y4Lbj%SP6a&sC2{<7Q!(8B!7GZr~z^^a?J7E z;tM)Ua)C4*LqTKJf}9$_971uOc#wH$-oz$7OP$2Bf|3W|<}T504sBVS z=>hJrOKA76lT%&KIy)}O`0ul^cu1*=JRWJ+8Q+wtBzu#L>JT=HgDWo+IA;V?P97MY z-}-A}Oar(S$scsf|7FXOijj!rid{%&nEtmx9dR_IWZw6!gub@r?griBuLOI%fkl+gI7?d;l3 z03s=#e}u@OEZvI-1#|Y&a0}2r$Q42t(J1x@2LwVEqdb`*+wkyjMF-dpPrUw-vl9;A z$+Q!+tRiC#!wSF#4#B>mQHJCguq+J8Xq@Y1g=cnr5Yxk%nnG9Y&r6iryDF2{0qGno zra!bNptIsC6rg!bz(L(l%W21nyBtXn{XOKWIA#eATRGXN+#aR8vKCvsfr@PGf#4uS zRxziyAu&+ru=f~D&y~8PHqA75$s0r77K5&kFsY2YbBYZB8Es@*9%K3>N+iMYP!)m( z#XN+YeQ49y!k;iaCRE$Uo7fs6&KKD15g&DdRj{AiOF#<|_FqQ}S^WW3k6f2ey(L{p zg&~80sQ)2P;z+=`9dOTn%&A;yQ0TDKCpt;Ai#5h%uZKDufap-vg)eypmkHRsHp*l2 z17HxrsLtUAg9M3`Zu$05P9Gy|u^1^PWpHenxnOOspm|=+WFHc3oS)vpGgTYh{Y=$K zdIO$K5;e_=P_FJq%eWd<=T&xuEnRu*$UdMcW*vrSQNlo=q#E&jF@TTKa3CT+VYsoM zqC_raIl}};t;%m2=SM(ea(b>4?iyVw?eJR&NYc)h+)XsnF2m=)bl+ysAB!65XTl8t_(Um3}fRq+aB1%N_iakzpLI`|1KZVRRE^R!PNQC`^u`gZ_DpaJOlzi$? zkw|)7%cx*A)4Ca*p_9mhbhx*_k6~K22-fo&Wu%Ek3jZ8-~T#ymOtC=`rjrX_*znF)v8BbZR7P0nph7joEZ0`-5!}B4@*tmw571pes(6vPs(E24VVVR ze&hoVpvnt5<|iEDC1*oS7tOJfzY2|H@Rt*cw|S7YB!QIx1}+Qgv5A%$sdqdg@==ak z)xVGq^W?wxO71N>JNDV-rXPiXQ18=u^st%lcX#n+mc9065~sk2Ec!*LNB^2}+AU&+ z<5wHzlA*jb$+3K@(9$;zKm{4$bvizET&$|)WhsE1`Gh>Ls` z*+zn#541rs4@a#@ePeMIGU%9;gWYc*QZaK1R|UV3m;oMXKJe_!oJJ(*%CI_{>>Ynl zqi5qDz%PjfGv-5VaY;4yN2K@PEdNn6S3J7=gB8V01l?+&nIS7L(#H~OR7f|9ZCDhs zgTJf`C}r1l40^Dp4L)aMG6k{(G>4*^~glrTp9b zTa;|u@}s{3ZYWITL$$xU%(naAhO7QLMpq69X>pz8`yz@cf~~ypRkv6)GZQ{U(^!J` zOsfF?S^(TxKE21KLHey8-iJa7DREdkKfo64crxEa8b@CXB-?8DetfEkB?rf^`!>q}K#u|GjoULKCq* z_V>vBn7*n)g#Mqh7GU=FQD40OZ;4aj9XE|BGYE%@0IV0uCHFWvNc~?Lcl>duyFbS- z@1K1NqefIVIh)ItDT?8N4Iidkas9g^fF7LAZ~FO-)KEdCN|5qVd1B()d*@#%LqEp* z@BbUhQ8=&((EWee7W~in&;9%V?f;D%{*|ilU-M7@uLPw3QLX{c#s4wR#QzV)xcmPK zhrvHPApTYVE^g~SjJ%|5nq6N~(*cff{;F4$8i!f1<4pw(C#O++MhGxEiS%Z+kHAeh z4mU#9d)}a&*}|YCsf5iUid1hvx=bx8r0{8Xzw5UI*{4GXKU~OB?sj7752K!5nWPjeJspy%3W1vP3E=4Sq!LYAWy6+6qA(Hk<^TOE7$(&|_ zixrHx;JIXew3F-$P5=XkbOt&WRq73HfXZ7i5HXa9bqnl0Lb_UGyEq&>q|ob$E9ILd z^=$$Q;M=NLv?c!*+GVboUUUKvfWx|2Nt?rGh#COugHhDFg}QR;EfvgKvQxU0h+Jml zf>v5IA)AUuvfoFV>2n3{z1fhdU+7EAi2#2B~nRvHqBf>VP$c`ugwp$1#Z^z$WA*LmS%Mz#o5^xS*<>*~o8B*MTu>LlUJ3EK;#{HVIP_Crnf0{iP|jA9n0~-`^97*maJwGUgk%Xb@Lu|0SNu6fRGS|PP z{nKjgdN@hdP^Ltd1(yFfdQ6nKYoiTK<7@oMVd)4qSnw)RJ^Yblts!9l+vzfPbAUgr zdPV$}8Dzuf1srS_rH#K{liq*1)W@*NZ^V>;b9)azD(0I~rg0+nNFdY@XKk_Jq0qE;X& zyI2M`Z9e|znSwU1BS2~?_)~EDi!9;84`sb8lb!>zLuOTu9ZInNx8=-ydk>iYv6zC) z=yi_}VWRY*ec&`Eb}i@@AtxjE2#dm@Xp&hnCogiw74EPpTZ_)){4)_qP1empu~P9&M^**@FfwRtu8IdMasPe{v*!19h{^}%oA+s5trC2C2t#mnKlU@ zh^eMWNf6mUz|S1?2?31-BU2E_A<8yUS49S=e=Cm_fW22p0pT2B97Ys52oqh&83pWQ zap5sr3NN~d=ODfQH78)mrl=O7Qfvl_z zuN^Ko)A~wuszUIXD96KjhMl$798nyIO;nOM{do#DW(AVx0a9!WTTtXSLctu75Gm&1$^MK7~;lKj4%3cwHXoss7 zfFmHEsOB?g`-c`k2qa`OG}GnCp$N8LHv|nV8vIN}#0mBj@{4V-n@{Oif|k$O)oKq8 zZE=B;x;7#*W&u(ou7MSpVo@*i(%%PzZa0MXrQzg0VeIT4PV5GT zN;4v4F}myxUIFR*Z(`xWX6nIC_3;W^?5UuCWK*Yvp7dTQ7`DZw&Cciu`CQ zKucOqwcr>y$N}ie_LMBbwD5E7)@uQD1tJlFi5wB}WB5=i23{sM(s}yD^Ex8BY*!%} z;s`aWFiFRP&_Nd{aeiC{n0Dl4*HN`c{Vy7SDttuKIKUlQn*8ljt_`$p1rk1hLh2#y zz-4Q>Y?PI7&h^=EmJjQFV3b750bG0wWMn}|9i~!?f~QphYT^l`6rAvGTDJ+$BLPgV zV=zD251Im-3@eHaPg7k$>B%d;@dyCKWTTLo0xuu*e$hdsFyxO47?0*$F7Dw`=Yen< zVRSVH&P8BQ)PynhSF+SH9tZqXM4+gexXoG>M& zxd0PsUGxJaQSaro$?Er_DHEGBJZWYJ$^Z3}zKcFf*+A}*~kacSFlwC-VuA;6r6#_=Xrl<*dn%|f_up>`9XmmIoV%!^cLy1}G_5}w?ZNDKgUu8@0Fy<2 zH=FyTsz@sw>M@}GvV*|AF585m7No8zq7%gAI3jlf1Z*d@JH}&8#Nu}zdy^@1%A*~s zfCUn?ved}s<``#^g_^;_E!!saG2Xj0e3+CvLel4%9M@v0+WGq&YyWJ7`P#1-Jn$4I zQ^7={I^s_a3j>-bFr`+O;u}mw)JXCcn4NWku_1mt^>-+X}4{Iou;CLB8=t)omDVu%*WY$9RNFr zyC_RHqCF24@6owF{Dx#dq4OTqcrX`!&nKZ~Q z>V1v@1=ril5rqK;*{GdZpNJ)7hOI`#l*LnKSinb1LMBP#u!jnas)%`nO5=%XohFn; z)4-8TDj|QNt696NIli^e-J{Xo8<&IZQaU{uyqwBd<5#4h5;Y!cP`XucGWQKt^PxBn*Cw5LUW?N`sX59(Oh-l=;t@Y;$XIMT)Acadvkci9{R?y`0yR+#!5Fx9q5K>g>IIA zdI4ECtYCTO;_Us2pGWUJP^;1kTsQxH8}q0~@3JLP-T_k5V3Bel&F^xr#1>2HOe;qr z0cmu2$pM_ZVPXk7;OKlF@^HI}vU{mR2l=9kOto1Mf+X^VI04*u(|V(TXgG`IG=k}s zSRxb|;G79hPVv-$yPXhnm6&EDt%MjSJ|~`@9NJ)%3%dHd^uYW^AVEvX=}5uAWKIS|nrZLXg|b^mA~<~{841t2(+Lz7 zFF{EO*BYl^(&*(GT@`8cw4+X2y|-hu*7LN&8l&u117ap5T`BJ*Sy$`=&Rn#tFrQ*7 zUIjILY~AB+>;W{W1oP9>#)xb!HtOkkL%sw#@6rkcj2h@!bW!g(yuF&W4wg6p6$YE) zDryCJkt{{$i(*+A6bkf>VKU`#tBU!#Vjjl9 zmbN^fixAEf3N9$>Ryg+~e9rX=*N&YSyGkHYch+eOer286VYA*i;}RE47AH&h*6=sJ z*0*+go605ht>eC-4Ficm)HYIxB5kA{1dNR5gNGkcxzZHbEdIvO`AS*^%AM;t!p+xT z`&zkkO)97cbn;Tb74f(TflyT}K^2khu{mEbnWLS*^7)I@r;>~i6$g$*9HJ`i%G#%NFXRaLH7lhCy72kTwn2;#T}(;1Ij0IW#814)nO z6Kv4qZtW5d8KJWB2Bk#s)j)b!OQk1$8%P-D`8Ju7Q3%cEc96|XfeeB^hh|en&5`s1 zD2Lo^^X#sr+()9|vxXz3(cX2}-=rv%t^bX;-`KDo1TPg~m;t{IY5Fh=7QFG1sFRID z)=0f_E}s?xf)Yvk-jGw!w}f)GNzjQ%pWp5{!z7=nALq-q!`i5jSQ6FK$S^70b0|`Q z?>r4G_)8E>)mZg_ZN$O_Jbh39G#wos65Ci5q~RIR(TKUPP`ChkbM|k=a~F`hYXRQ7 zSp)&PUBp?#xc|}dp{pc(UN2Rwijm11vZN7_kg=YG$Z=I>)?^{Ncz=LZW}v)&Xz&75 zq8#Y#S)?=x%0BLA2qJfrit9gYAOsQfNEW80)I)fyXs*xbG|XPwaP&@E?g1b-m-i@0 zdpW*4Bk}C#8*h8vPv2n;er!x0Vs_DGAwn}bP4I@*)VGRJ+TD}8b{7BhA{&4bd^cltJ9u5iE}7D1VX9AZt`w(ivuKEhDyG?!ND(CmZIvhvxZa+2w1r*xaK&D0!(_c#Njqp{H7l^8T5Sp^PzJ_ zz@rU{e_8ajF$oFQBeL%Z?79qxlOVXgR_7kpbGQB0fFb9g zNl793dDs!ai#Kg4a5m5F(9;EEy$iK{?BSbbQIATJS0i!kzXss4`x2LIV<{q!m`miEvw|L{08^By@} z568^&%RlYmt8mx~DXKUEi_1gECvR3$E$W84cLS3=e5m#<(R-D2B}5L7p%sS@o0Z~C_-0?l$N zngPw`6*Rlpvjh<*YR!S(A~|yebe71tHzHf$Yo!Apx&Z~tabrj-Tg)U$DiRaEE2TC8VkD*WYD3s@lmwicL%Ox#dKpp|;8 zr0xL9iy9=aIug@>-ckN~1Fb)O3}CA`d+Wst!T%Teu6%lb(V>|#)Eh8It1S6z7?|)>*ofGpHdM;6IMP?+;Ug2_mK5%4SY+A~k z*Lo??;s+~8=mXH0+}{Q*Oh=N1r?71I)Q$ z^m8ZoiIdaVh5LTOQVUso{#^$JJYZ7}t0i){8vh*s2_*DC!K!5ewT{wsxPpbZs#bv9 zIjpUq_t|&QIaL*GbP37PLY)vgI>n12f@(?(>zGLE(&##rs1wN=ro08ZS(?OgtU>~P z@c|fd5ZAL^rGS%Fn{PLGtAc<&A33OCUxG?KAGuey{&SN5=v{-s&thOJH_#9#1DRw~ zG#*nd3r%5EsD|!w0@g75@H7#GA=~%x>%@J%=80P>(bpt&hzJ!xGjzbV=s=<$&$X zT9f$YU$e5d1N=-Y3?kXwvUw3cGu7c9#Eexj4^53QUGJtq@JtJl2kij|R+Do6#p(}_ z$+>2M#omIfR#4`Ouj7UyZjMID@5(xkHcF8{J0ID=Cr>#EWMZS~<^fNEK*g>XK96s^ z>jf2$%57BrIQ83E`##wIVcM7zwt>TTsBbq4)jQYs>s*za3tdewtXg;F^0N1rE=??& z__O|;MYjfhu3)`T@#=*>U-jBP^;+axU!7X#<1>AR_AX_ejG8)S*WAXCx{x-_cGtog zmCc@E?Vih*FTYe!U<)`|MBROeme&D4KR>z3$WKR)9-Y(%hYW}f6V~lJdH=bxre-K? z%s}FN2P;WlK|#T9ice?DxUqqGpAD^f_;7n<H<;^MMT&2?CO0{$FxB&jtTVvysY9N)zPM)+;2{y^tG(`jo zX$@jmP^}k|>+&?$aWOG5h?YO?-!Jy?PzP@ri1L1f(~d+RKl=b!bunbi%x9uhuKtcw|db@b-{VuxZjCj4k%5vT_iRY)NpijMlOg) zzH9H^dAO!|I~DM=eT+jyZ`}xTmcrXiAt@;d&uE=L?=H})<{P^R2 zG>B9x@Qr_lNv*Gr?qjQH_`uwI{Me!oNIZ2Miv$uVp-E4z6Uj(6*EU#Gj)z8?l;%*ymAzjbrWt$Atb z>C30?pYGj09UK-dKs~3{cR+=?&eiqkv18w(V|cfwW@}>NG(cZ9K&KUzlpd=`&zZAE zae=UHKoXME&^Yt?V?bvj5f&LJ1Q04exP3+y$JpENyp!P7wgLI4{=)-!0^mgd7#0?$ zpWd|K+i$-WDUKa0=aiS1hr{#k{rl(HIr3|K`t*y%;TAeL;`@Xrd^3FT;9V8&n>O98 zs#;ogGWoh5$jF$%GlKI1&>`^}IqfH}471?%W3e1*IDwUf=5H z_x|~xf5tV44uyyR0C9Q~60ddW_fA=RccwS^GxhNbgVVlx5b7~{bpJ!hZHkl6q^0#L z+SGa`JiPCyQKJ~JaDH9Hi4?hL0Bqd?LlIV^m>7Dm43-+q{=s1xG%|` z1$U7Mr!EHGMjUXQkvL`J6Z3^*hiYkQVYzEelQRR`$xJ97e+l> zoe49XL4yX(T(f3PbaQaNEf_#5cbCkHz@uKVV#VEi_r5}U@U*%4=fc7OSiu>bnRjY! z(&odh^A|3xhVZ=xJriZirDj7CPGs)fvZXhAcgTP=SJ>Jz{WPr#FAEr>s92ObN@Mf0 ziF)qZW4X`gxwVBiHMtal|lWz$?(cR?yhshtmbLpR&`d zhr&H*+@whZ0`umWnwt7QH<>f1bHEtcoH=qck^V+H#eO!_U}^tn@ZkZPp(;WPPQNNY z;Yay7V3zg6|LH`>n|t5Sy8n*pqLX>|x>Rq*9Jf2@z76`~A%h2hg;5jv|Ox&uj*5X{VHC&_KUQ%G&BvC=R#w6?rQpl?3b;pIZZLGb2d(L*O`8VE%QNUP&JOVyzT|j4#VGD)Pi|iUHwYWG9cJ%PnC(h)ty8I9QkL#E0sXim=ut;mX3Aj)m|Iw^E_!gi zrMPwXyU~SO;px{88%2~Ep5^K3>8mp)qYE2EJvJpJW!&h|=cf-k zjqU6p7xu%g)ZIlx2gkbrex5R9Gg_pPD)B~*Ss}=JvcKGT@rHAGd3n&{`&LhII{Qqy zpPgG=90cag5ZqS$KZJslhYp?HG(>bZC+EahHdrSulM$wR-37*a6iKl`>$Is;r4#?Q z+QC5wfnXEj(e@oXY!Hz}6HOAT!v>}fALh^~lSMy!_gq6(TMXP!E9%Wt*Ph!{YK4oH zhSb?Vx54dO?gbpd-)F+XoY);$0%%3_4mTRDH>cYEGaPVDlfOXP3)>6ji;J=jopmB@f?maTZossB4r}c2-3rl=S#qg^?ru zZ?q=8J7B;&);OXRw7oM5>c5^d=Yq$WapQXba^&lNXfIquKWR#Ee$r00&CjCN8HXd` zDV;I5=YVdSJY~~UYlP6XYu8%Cy)bCVW<;9r|MoYVc;mi(`%7~EMDh{R#eoVUU3 zn^u9}Nn(X)A5ik+Hy({!9J1=C)&_u5-+%x8Q}}KgxmV_6-_93{d)-A`Rj$y~)cjVb zCIP7A`h1%Y_?XDQh)YSa1Nwx(T(nBtr*j6#pSG|Z$Fg7c;dAiYzCeI{@4fdvPYP3W z&6)qUW#{JGgV2EOKNE?BS+e7l3hZ&Z2Z$Ffigq1H5|eD=&Wl{Np0{Bk#WV-ua6cx1vco6c_N- zSKqEXY7aJRP%W%GI%u zpqL~t6m4_n%^Ny$B#BRyRTkdC~9wS--n5@nN`fx!KJ-$;leL4 zy}xzq7Jo2p?Y*~Wg{GBx#}O?2>QV8YEiOZb4DsvgLRnZ{UA-23kh@FVj-t4H zYp-Q*3^`c1Vuj+aUAs^PeuuU4jkB}W!-G1w3EO}C@%-)EnfFF0j#hn}XP3Rcp`oF} z_T2mT@4w?$EAjOemBd;VA`SVg>KX;s4Hxl9;juMn$dL0$apx~yYzrG}QRffb)9x^a4SL0Ltc@oa z+Bn;h!qJ9>{;Y@%wkX35a%R9kDK$NvrGq3iG#`n6TvAdEP_DBprcPORf6j~5RIThlu#`=A`n*4viue%5B~n-LO;5b8H@}b-O5k#3z+?X_0?BM`tLSOGQ-B}Jkj3niL%tc3ysLW zBSwtC8pTq68%AMoZ`iOw#N!wBKAyl20ReWnyDL_%T-Vv|j%4*560HE7Wvt&wrnS@= zvP<6AzvgnQBck@J*K&hj7i;1;di9!c^4LM#v{$d7rArtEetTWG%-ZF(*YX-3Rj<9` zU6@(F_A*xEih1o76(T|U_}a^GvH1VguhB6uZ@TBQbmMm~6B`$Qy?9Q{EbH(77hbH; A4gdfE literal 0 HcmV?d00001 diff --git a/zverevem/lab1/docs/data/make_graphs.py b/zverevem/lab1/docs/data/make_graphs.py new file mode 100644 index 0000000..e23e7b6 --- /dev/null +++ b/zverevem/lab1/docs/data/make_graphs.py @@ -0,0 +1,123 @@ + +import matplotlib.pyplot as plt +import numpy as np +import os + + +os.makedirs('docs/data', exist_ok=True) + + +structures = ['LinkedList', 'HashTable', 'BST'] + +random_insert = [0.0037545, 0.015088, 0.026280] +sorted_insert = [0.0017544, 0.011369, 4.930788] + +random_search = [0.00000962, 0.0001646, 0.0002592] +sorted_search = [0.00000858, 0.00014016, 0.047126] + +random_delete = [0.0000079, 0.00009824, 0.00016984] +sorted_delete = [0.00000294, 0.00005878, 0.023013] + +x = np.arange(len(structures)) +width = 0.35 + +#график вставка +fig, ax = plt.subplots(figsize=(12, 7)) + +bars1 = ax.bar(x - width/2, random_insert, width, label='Случайный порядок', color='#3498db') +bars2 = ax.bar(x + width/2, sorted_insert, width, label='Отсортированный порядок', color='#e74c3c') + + +for bar in bars1: + height = bar.get_height() + ax.annotate(f'{height:.4f}', xy=(bar.get_x() + bar.get_width()/2, height), + xytext=(0, 3), textcoords="offset points", ha='center', va='bottom', fontsize=9) + +for bar in bars2: + height = bar.get_height() + if height < 1: + ax.annotate(f'{height:.4f}', xy=(bar.get_x() + bar.get_width()/2, height), + xytext=(0, 3), textcoords="offset points", ha='center', va='bottom', fontsize=9) + else: + ax.annotate(f'{height:.1f} сек', xy=(bar.get_x() + bar.get_width()/2, height), + xytext=(0, 5), textcoords="offset points", ha='center', va='bottom', fontsize=10, fontweight='bold') + +ax.set_ylabel('Время (сек)', fontsize=12) +ax.set_title('Время вставки 10000 записей', fontsize=14, fontweight='bold') +ax.set_xticks(x) +ax.set_xticklabels(structures, fontsize=11) +ax.legend(fontsize=11) +ax.set_yscale('log') +ax.grid(True, alpha=0.3, axis='y') + +plt.tight_layout() +plt.savefig('docs/data/graph_insert.png', dpi=150, bbox_inches='tight') +plt.close() + + +# график поиск +fig, ax = plt.subplots(figsize=(12, 7)) + +bars1 = ax.bar(x - width/2, random_search, width, label='Случайный порядок', color='#3498db') +bars2 = ax.bar(x + width/2, sorted_search, width, label='Отсортированный порядок', color='#e74c3c') + +for bar in bars1: + height = bar.get_height() + ax.annotate(f'{height:.6f}', xy=(bar.get_x() + bar.get_width()/2, height), + xytext=(0, 3), textcoords="offset points", ha='center', va='bottom', fontsize=9) + +for bar in bars2: + height = bar.get_height() + if height < 0.01: + ax.annotate(f'{height:.6f}', xy=(bar.get_x() + bar.get_width()/2, height), + xytext=(0, 3), textcoords="offset points", ha='center', va='bottom', fontsize=9) + else: + ax.annotate(f'{height:.4f}', xy=(bar.get_x() + bar.get_width()/2, height), + xytext=(0, 3), textcoords="offset points", ha='center', va='bottom', fontsize=9) + +ax.set_ylabel('Время (сек)', fontsize=12) +ax.set_title('Время поиска 110 записей', fontsize=14, fontweight='bold') +ax.set_xticks(x) +ax.set_xticklabels(structures, fontsize=11) +ax.legend(fontsize=11) +ax.set_yscale('log') +ax.grid(True, alpha=0.3, axis='y') + +plt.tight_layout() +plt.savefig('docs/data/graph_search.png', dpi=150, bbox_inches='tight') +plt.close() + + +# график удаление +fig, ax = plt.subplots(figsize=(12, 7)) + +bars1 = ax.bar(x - width/2, random_delete, width, label='Случайный порядок', color='#3498db') +bars2 = ax.bar(x + width/2, sorted_delete, width, label='Отсортированный порядок', color='#e74c3c') + +for bar in bars1: + height = bar.get_height() + ax.annotate(f'{height:.6f}', xy=(bar.get_x() + bar.get_width()/2, height), + xytext=(0, 3), textcoords="offset points", ha='center', va='bottom', fontsize=9) + +for bar in bars2: + height = bar.get_height() + if height < 0.01: + ax.annotate(f'{height:.6f}', xy=(bar.get_x() + bar.get_width()/2, height), + xytext=(0, 3), textcoords="offset points", ha='center', va='bottom', fontsize=9) + else: + ax.annotate(f'{height:.4f}', xy=(bar.get_x() + bar.get_width()/2, height), + xytext=(0, 3), textcoords="offset points", ha='center', va='bottom', fontsize=9) + +ax.set_ylabel('Время (сек)', fontsize=12) +ax.set_title('Время удаления 50 записей', fontsize=14, fontweight='bold') +ax.set_xticks(x) +ax.set_xticklabels(structures, fontsize=11) +ax.legend(fontsize=11) +ax.set_yscale('log') +ax.grid(True, alpha=0.3, axis='y') + +plt.tight_layout() +plt.savefig('docs/data/graph_delete.png', dpi=150, bbox_inches='tight') +plt.close() + + diff --git a/zverevem/lab1/docs/data/make_tables.py b/zverevem/lab1/docs/data/make_tables.py new file mode 100644 index 0000000..211d6a5 --- /dev/null +++ b/zverevem/lab1/docs/data/make_tables.py @@ -0,0 +1,34 @@ + +import matplotlib.pyplot as plt +import os + +os.makedirs('docs/data', exist_ok=True) + +data = [ + ['LinkedList', 'случайный', 0.0037545, 0.00000962, 0.0000079], + ['HashTable', 'случайный', 0.015088, 0.0001646, 0.00009824], + ['BST', 'случайный', 0.026280, 0.0002592, 0.00016984], + ['LinkedList', 'отсортированный', 0.0017544, 0.00000858, 0.00000294], + ['HashTable', 'отсортированный', 0.011369, 0.00014016, 0.00005878], + ['BST', 'отсортированный', 4.930788, 0.047126, 0.023013], +] + +fig, ax = plt.subplots(figsize=(12, 5)) +ax.axis('tight') +ax.axis('off') + +columns = ['Структура', 'Режим', 'Вставка (10000)', 'Поиск (110)', 'Удаление (50)'] +table = ax.table(cellText=data, colLabels=columns, loc='center', cellLoc='center') + +table.auto_set_font_size(False) +table.set_fontsize(10) +table.scale(1.2, 1.5) + +for i, row in enumerate(data): + if row[0] == 'BST' and row[2] > 1: + table[(i+1, 2)].set_facecolor('#ffcccc') + table[(i+1, 2)].set_text_props(weight='bold') + +plt.title('Результаты экспериментов (среднее время в секундах)', fontsize=14, fontweight='bold', pad=20) +plt.savefig('docs/data/table_results.png', dpi=200, bbox_inches='tight', facecolor='white') +plt.close() diff --git a/zverevem/lab1/docs/data/phonebook.py b/zverevem/lab1/docs/data/phonebook.py new file mode 100644 index 0000000..2676b26 --- /dev/null +++ b/zverevem/lab1/docs/data/phonebook.py @@ -0,0 +1,195 @@ +def ll_insert(head, name, phone): + + new_node = {'name': name, 'phone': phone, 'next': None} + + if head is None: + return new_node + + current = head + while current['next'] is not None: + current = current['next'] + + current['next'] = new_node + return head + +def ll_find(head, name): + current = head + while current is not None: + if current['name'] == name: + return current['phone'] + current = current['next'] + return None + +def ll_delete(head, name): + if head is None: + return None + if head['name'] == name: + return head['next'] + current = head + while current['next'] is not None: + if current['next']['name'] == name: + current['next'] = current['next']['next'] + return head + current = current['next'] + return head + +def ll_list_all(head): + records = [] + current = head + + while current is not None: + records.append((current['name'], current['phone'])) + current = current['next'] + records.sort(key=lambda x: x[0]) + return records + +def hash_function(name, table_size): + total = 0 + for ch in name: + total = (total*31 + ord(ch)) % table_size + return total + +def ht_create(size=1000): + return [None]*size + +def ht_insert(buckets, name, phone): + idx = hash_function(name, len(buckets)) + buckets[idx] = ll_insert(buckets[idx], name, phone) + return buckets + +def ht_find(buckets, name): + idx = hash_function(name, len(buckets)) + return ll_find(buckets[idx], name) + +def ht_delete(buckets, name): + idx = hash_function(name, len(buckets)) + buckets[idx] = ll_delete(buckets[idx], name) + return buckets + +def ht_list_all(buckets): + records = [] + for bucket in buckets: + current = bucket + while current is not None: + records.append((current['name'], current['phone'])) + current = current['next'] + records.sort(key=lambda x: x[0]) + return records + +def bst_insert(root, name, phone): + + new_node = {'name': name, 'phone': phone, 'left': None, 'right': None} + + if root is None: + return new_node + + current = root + while True: + if name < current['name']: + if current['left'] is None: + current['left'] = new_node + break + current = current['left'] + elif name > current['name']: + if current['right'] is None: + current['right'] = new_node + break + current = current['right'] + else: + current['phone'] = phone + break + + return root + + +def bst_find(root, name): + + current = root + while current is not None: + if name == current['name']: + return current['phone'] + elif name < current['name']: + current = current['left'] + else: + current = current['right'] + return None + + +def _bst_find_min(node): + + current = node + while current['left'] is not None: + current = current['left'] + return current + + +def bst_delete(root, name): + + if root is None: + return None + + parent = None + current = root + + while current is not None and current['name'] != name: + parent = current + if name < current['name']: + current = current['left'] + else: + current = current['right'] + + if current is None: + return root + + if current['left'] is None and current['right'] is None: + if parent is None: + return None + if parent['left'] == current: + parent['left'] = None + else: + parent['right'] = None + return root + + if current['left'] is None: + child = current['right'] + elif current['right'] is None: + child = current['left'] + else: + successor_parent = current + successor = current['right'] + while successor['left'] is not None: + successor_parent = successor + successor = successor['left'] + + current['name'] = successor['name'] + current['phone'] = successor['phone'] + + if successor_parent['left'] == successor: + successor_parent['left'] = successor['right'] + else: + successor_parent['right'] = successor['right'] + + return root + + if parent is None: + return child + if parent['left'] == current: + parent['left'] = child + else: + parent['right'] = child + + return root + + +def bst_list_all(root): + records = [] + + def inorder(node): + if node is None: + return + inorder(node['left']) + records.append((node['name'], node['phone'])) + inorder(node['right']) + + inorder(root) + return records \ No newline at end of file diff --git a/zverevem/lab1/docs/data/results.csv b/zverevem/lab1/docs/data/results.csv new file mode 100644 index 0000000..8c2ebcb --- /dev/null +++ b/zverevem/lab1/docs/data/results.csv @@ -0,0 +1,109 @@ +Структура, Режим, Операция, Замер, Время (сек) +LinkedList,случайный,вставка,1,0.0013560999650508165 +LinkedList,случайный,вставка,2,0.0015854999655857682 +LinkedList,случайный,вставка,3,0.0012766000581905246 +LinkedList,случайный,вставка,4,0.0013539999490603805 +LinkedList,случайный,вставка,5,0.0013421999756246805 +LinkedList,случайный,вставка,среднее,0.001382879982702434 +LinkedList,случайный,поиск,1,5.899928510189056e-06 +LinkedList,случайный,поиск,2,4.899920895695686e-06 +LinkedList,случайный,поиск,3,4.800036549568176e-06 +LinkedList,случайный,поиск,4,5.09992241859436e-06 +LinkedList,случайный,поиск,5,5.00003807246685e-06 +LinkedList,случайный,поиск,среднее,5.139969289302826e-06 +LinkedList,случайный,удаление,1,2.900022082030773e-06 +LinkedList,случайный,удаление,2,2.199900336563587e-06 +LinkedList,случайный,удаление,3,2.200016751885414e-06 +LinkedList,случайный,удаление,4,2.100015990436077e-06 +LinkedList,случайный,удаление,5,2.299901098012924e-06 +LinkedList,случайный,удаление,среднее,2.3399712517857552e-06 +HashTable,случайный,вставка,1,0.010439200093969703 +HashTable,случайный,вставка,2,0.010059899999760091 +HashTable,случайный,вставка,3,0.010718900011852384 +HashTable,случайный,вставка,4,0.010526199941523373 +HashTable,случайный,вставка,5,0.0102259999839589 +HashTable,случайный,вставка,среднее,0.01039404000621289 +HashTable,случайный,поиск,1,9.549991227686405e-05 +HashTable,случайный,поиск,2,9.079999290406704e-05 +HashTable,случайный,поиск,3,9.989994578063488e-05 +HashTable,случайный,поиск,4,9.240000508725643e-05 +HashTable,случайный,поиск,5,9.039998985826969e-05 +HashTable,случайный,поиск,среднее,9.379996918141842e-05 +HashTable,случайный,удаление,1,4.610000178217888e-05 +HashTable,случайный,удаление,2,4.2499974370002747e-05 +HashTable,случайный,удаление,3,4.290009383112192e-05 +HashTable,случайный,удаление,4,4.2400090023875237e-05 +HashTable,случайный,удаление,5,4.269997589290142e-05 +HashTable,случайный,удаление,среднее,4.332002718001604e-05 +BST,случайный,вставка,1,0.014894199906848371 +BST,случайный,вставка,2,0.015171999926678836 +BST,случайный,вставка,3,0.015123400022275746 +BST,случайный,вставка,4,0.015276000020094216 +BST,случайный,вставка,5,0.01524280000012368 +BST,случайный,вставка,среднее,0.015141679975204169 +BST,случайный,поиск,1,0.00014160003047436476 +BST,случайный,поиск,2,0.0001335999695584178 +BST,случайный,поиск,3,0.00013259996194392443 +BST,случайный,поиск,4,0.0001449999399483204 +BST,случайный,поиск,5,0.00013129995204508305 +BST,случайный,поиск,среднее,0.0001368199707940221 +BST,случайный,удаление,1,8.909997995942831e-05 +BST,случайный,удаление,2,6.929994560778141e-05 +BST,случайный,удаление,3,6.719992961734533e-05 +BST,случайный,удаление,4,6.700004450976849e-05 +BST,случайный,удаление,5,6.679992657154799e-05 +BST,случайный,удаление,среднее,7.18799652531743e-05 +LinkedList,отсортированный,вставка,1,0.0012123000342398882 +LinkedList,отсортированный,вставка,2,0.0011566999601200223 +LinkedList,отсортированный,вставка,3,0.001145699992775917 +LinkedList,отсортированный,вставка,4,0.0011751001002267003 +LinkedList,отсортированный,вставка,5,0.0011464999988675117 +LinkedList,отсортированный,вставка,среднее,0.0011672600172460078 +LinkedList,отсортированный,поиск,1,5.300040356814861e-06 +LinkedList,отсортированный,поиск,2,4.900037311017513e-06 +LinkedList,отсортированный,поиск,3,4.800036549568176e-06 +LinkedList,отсортированный,поиск,4,5.200039595365524e-06 +LinkedList,отсортированный,поиск,5,4.799920134246349e-06 +LinkedList,отсортированный,поиск,среднее,5.000014789402485e-06 +LinkedList,отсортированный,удаление,1,2.400018274784088e-06 +LinkedList,отсортированный,удаление,2,2.300017513334751e-06 +LinkedList,отсортированный,удаление,3,2.300017513334751e-06 +LinkedList,отсортированный,удаление,4,2.300017513334751e-06 +LinkedList,отсортированный,удаление,5,2.200016751885414e-06 +LinkedList,отсортированный,удаление,среднее,2.300017513334751e-06 +HashTable,отсортированный,вставка,1,0.00947619997896254 +HashTable,отсортированный,вставка,2,0.00943189999088645 +HashTable,отсортированный,вставка,3,0.009878099896013737 +HashTable,отсортированный,вставка,4,0.009515199926681817 +HashTable,отсортированный,вставка,5,0.009485000045970082 +HashTable,отсортированный,вставка,среднее,0.009557279967702925 +HashTable,отсортированный,поиск,1,9.810004848986864e-05 +HashTable,отсортированный,поиск,2,9.250000584870577e-05 +HashTable,отсортированный,поиск,3,9.019998833537102e-05 +HashTable,отсортированный,поиск,4,9.129999671131372e-05 +HashTable,отсортированный,поиск,5,9.280000813305378e-05 +HashTable,отсортированный,поиск,среднее,9.298000950366258e-05 +HashTable,отсортированный,удаление,1,4.429998807609081e-05 +HashTable,отсортированный,удаление,2,4.549999721348286e-05 +HashTable,отсортированный,удаление,3,4.339998122304678e-05 +HashTable,отсортированный,удаление,4,4.270009230822325e-05 +HashTable,отсортированный,удаление,5,4.349998198449612e-05 +HashTable,отсортированный,удаление,среднее,4.3880008161067965e-05 +BST,отсортированный,вставка,1,4.526228099945001 +BST,отсортированный,вставка,2,4.322803199989721 +BST,отсортированный,вставка,3,4.176126900012605 +BST,отсортированный,вставка,4,3.965669700060971 +BST,отсортированный,вставка,5,3.9622846000129357 +BST,отсортированный,вставка,среднее,4.190622500004247 +BST,отсортированный,поиск,1,0.030124699929729104 +BST,отсортированный,поиск,2,0.030757599975913763 +BST,отсортированный,поиск,3,0.03016249998472631 +BST,отсортированный,поиск,4,0.03018200001679361 +BST,отсортированный,поиск,5,0.030304200015962124 +BST,отсортированный,поиск,среднее,0.03030619998462498 +BST,отсортированный,удаление,1,0.016157799982465804 +BST,отсортированный,удаление,2,0.01620279997587204 +BST,отсортированный,удаление,3,0.017003200016915798 +BST,отсортированный,удаление,4,0.01792290003504604 +BST,отсортированный,удаление,5,0.017416900023818016 +BST,отсортированный,удаление,среднее,0.01694072000682354 diff --git a/zverevem/lab1/docs/data/table_results.png b/zverevem/lab1/docs/data/table_results.png new file mode 100644 index 0000000000000000000000000000000000000000..655b0a2c8ffb7fdc71ce8f7f6f1dfa828befc11d GIT binary patch literal 131071 zcmeFaXIPb2w>6A0YAk4s1rfm*P(&$8muf{piu4XD9i;b7)7YYdC{?-$(u>kNDiMUO zv`rB`(F22bB;O2m^1e-DV}HCw09E&0|TS% zg|jLQ48Qa+Fs$|YWj(&*B`lPQzfL%v({fU^HFa{m;$Xs{aK*{)nyu3{i>tr8m^e6E z*xCs2p5W!@{@vWk$<9%XkI(vleu3B4!Hn;K;@UR6$ws>i+KvniY;VXvYi#PBr5M&Q zFvy-grREkn(&_59vw3lDqV7=8$)95H)O*-Ao;~^eLf|u}UmyMP=hZW1E{{z&>`Y6# zu;bFt%DrF z|3hzJ7jf^w169AhLSO7ee=9wrmh|-F$B)xvYzz#qSZzCtoU0$c-M95_q1rF(jYg4xe+-NmD$<~-ceEKnyAx8M8wsn!hri{lE|46jz_K8SRi zFV2ouckLIx_GD>!nO1fNOYIuAo^fxIcD8ACm(Sv8zVlc|q0_*228Ii^TPu$FPLKVJ z|CGc>sCSonS?32H)#R0&dM~gSZ;@sCVd!Qw-uw51yoP0ID$nHx-`w7OuZvGL!FTIE z(ch(|qw{~lt2bMdmc|D2xp^#-$ zeM8)NTCq5}s`QseRfjg0J&r$hbNzNt{NAHGY;HYknltpp+ZI(5!He;=mmwJ|#CPaQ5bgZ6Ot(Ug)_jOb?3L^_<*0yBlvZwtL5pIKHy)Z*qJ`MDVVI?7Df^h8mw= z%$kdfi{tU{#Jxq`BTxE~{Jq}}3c8GFd3}4mA;fu0Mg7wJ6zzp3S+4wZ4|WfJsSd2} z;!{g{G}N3L`eSXbJ00EpFbtP=L|9nZ&jZWYcrjsm46k@suznj`n!nV-h1KP`7>oIE zA*+(``$OL+dfT&19@NH2XFg!!tLg4Gbf5aF{_^TuwM+v^le%chbITGwD?o&AZmNbLY5z7Ve0^1bKloj?d$un zU~yNQzPcDgA*&WOEGn%yg3Do`{=n$RmuEhG`m|}=Hchxw#c&=ocqQxKAGD;5a+i<&k-RCs%;waGB?PmPV#QdLX9~S@TVd zjOw|T&1%?3YP$VV1C@R(?Ku{K5BHsTMsD}qIWEl%y_!(I7|WKlWPX#HcvmKYAiUOc z>gxwFtjn8^sllp<|KDX!w*U$N7i*j;O@{m7`0qm6`RLQdZ!?*7i>2A&h=db@pAX9~Ph^AI2h zvXoApIu+ux`1S!)vHm#rwI64++naYW(&hBg8vJ|Wd#^tW_UdtKYIFA=2Q#}$Jv^q{ zI!oMXPlT<*mGRKn5$Sm8+z6=0P2cZf=jU&X%e%X6zfGIQ()iHyAWdd&tkduMbp{&c zxm+;6>H8<28WvP0y`lxo9#)l~QOZ{cIPNrXDStUi#5S5Ltmoyk(D+n?91V_vs;x8P7qy4Cb3y_MWRRe5?)0rul#Ne>s= z%F-m2kIQljVYTuBUzzz%E|tGWg*R;2z=9wuNEWkQLuZ^XKnIU$Vj#|c?~NNbc=OqP zR+cKK>ZEP=NqbAY9iC{O>j<5O7e+2&w~WJH^WGTG$$Q&bScYe2tvidF2imd| zA0x!%m(Sw~upp02C3Ui&e^_uW)3`c7Mqb{RDx6_hZgcC-o%WT^G{f>Px0z;5ze5V) zd*0sPCE)P&y~X#%#l`9TK}MyzP_kct#%(>n7%ChtY;9SxvM^kUfb7-Iq>1%5avE%W z+uOUG7~|b8>NN0(?jq1`uZZ|Hu{2eu%j-H`I=7dJSMS)Cieu3pV<)H-77?52B>%PR zx4gJ!)L$EQZz$o5*2iYsI@;96if^6nrKv^*Zg;n`@^`uQGR9r0xWnev{n_xKT+p#Q zTUjk5#hhzQ77e{-f=yU}D;x^Pmlns%d8*=Y?3vB#qMZxJ@~r9My!1>%>HHWZ&H@1f z$X>D5+At_$Z}Eik>E@;NIlO%Nva)!*%nIxAc6hTe4wMK|#CVqBW+q1#twpum}dW{xLBz6O9-7m>U`zcgtw91dVM|nWRtO>705l<~-!Kb09#a%74GeUJ;wfXJv)r{_oAJP8>geTqe_? zlsnX-qrm=|W96B3h!HdYO3d`7n27JT!kV6P)s{YzD)>T@(X*aid(R<*J&b-Bn zZPHpHGsCTQ#foqG5!GUmyZPrRdl9^7{V_fnxX*!+wrnY@IlPr7cE8i|!i=%WfddD0 zaxH`R3YuRoT*6USFQqsyPt%m7hE*v~B;2zIfCLcxd)TBdN<48lkIukwX1U_T0`f&F zqVrJ+iH^7h$FJ{|@ePwbGWT1>T&QaR1LNfymXKc&n6VjzRc&{26H9x<|R65;wvB0%u`#EGF^X> zuQX^=>7q0fpMlzVSE-Qem|jeN>D9NJXmivct~ewxN=I#&fSFpci?!c=X#;zE`?8_v zi^;j=AA!t}V{PW!3LK`sDwHCm4k30a&0WmT&XKsIG=7|0h({;qLb^__ijz}LD|M{9 z+z{WW2i}lKDL4JFH`l!3&8YXpKto)Lc6Ng4hwwh=W6w&>bgAl#u?5j20al~v5R=>5CL>@z(#w-t@*V)Yfe zrQIjvx3WnLxVSSg*e$XHb2Dh&zkk2c&}Z31+aT%E0ovT+%y1$eTf5F2R-h@*T35fw zsaiu^120PgnCGPMT@2x-j1~6F4`a6~>*m|!UgP8Ct)2YSB~Hdq4VX5_b+^mNoYJOJ_WJ^2FE#2)sGQXC>KVtgy;qo|dRIOdwD0 zQ@@-n+%V&wW3Q$izo{Y8Bd!`>!9HYBlt+`1s;VNFRAlfUM5nzg@{(46MhyTT83G zK-e(uzdZ4^E+%t%aW1i7G_!1B=wVr**V1=;1pur>Yn*Lelo{qJKhGNH^hPEn9nQ6& z$p9}4@L=~Bd(ZbVt^4_Bj-%O|x=Mj2>E-vD&xipx0ZBv*D^?t=IM!6|<3sf_1)LP} zn7wB5AzVni4fwJt?!5om*AE=~Yn$U`1Lf(KT_uH8uP(U zJB&0uZXPO&kR^&goUI|mjeNaBf`V$J?YXMe0SBE?mJpmh)n6y#HR*<0cdwXJ5|t&5 zls`AuGh#1j-@bM0@Udf;kPA_Av|=ORH2pz+;O#LxqKy05Q96fMGh8~?MQcvg3~XKn z;NjtWm!^{|2h=RgGxeofSX1fghV|6gY65^P$TQqooS&c= zH8it;R2GLwmaLYnazwA-#ZPP3?)vrDr>GKc-@R+Ky0Wa3cP*?h@DBE9BTY$~=WfM; z!Irs?&4J_WGQRaVCJI!I3_Xhl@q$1TYKQ{%%u~yzq*xTU7m8*$77`R9$f>1XzRjbX z_ai)W#&`yNcJ}%H=`N+$Peh(t6T*{S~D{@u(_QC&}%|O zCxJ0tH(wD5R@T0Is*lR) zoTjZhKh@v*nEkw<&x$7i=lh(or>AZ<;UMqg)f0W|C6|l}q>$UcyY*1>iz{dHsg=4f zuilngU2>#OUTe!DX)48_vXyzCuR+Sj72BB2@#%R^02%%>{{dAbCm48-AhYLLDD`eXU9=>sUjoilq%k>h|Myg zrXY6WVhc{6J{`oPD?GorINY9VCFc0mSJ<{I4Ph_rA&auIG6~qzvvk{tJVPKGuce8q zgl#&b2zmJ2BHTctfLX2itLtkLtalz!yC7it{)I$>!VytXEpmqN*aL#CyUX+e3%(_> zB8{s{(l(zxA9lLX9GWtV11@w*P$Vv52h!E$_VFUX!Bt z*>zG@I?{+=t?Kx%oM<}LU2j_Zv66MmEX zbg6_}nP1~Xwp8pn;Sm4Qs+HG&NJd6x?>6bB7kx#pBOgCaP<|AtwTJ-%Ao^kZ~;tJ@C2wo$Xk)HecF@9l` znIY{w)huJ#UX;1jA#Ek@*^hyRsaTb9n<8G@xp{5!tVB6tQ@8{Q)E6O*1({WZM~S-p77vER(BOull-n zd$l?g-rev0F|N*ju(j;OLt0^*%JGXd+I#A!qqowX49Ncir}2G)a5KE zD`~4dL){X$m)n2+^>SecVqpM}BPcb(Hzdp~FE9Hcl8OJqlS|0@3iRQRFXLLR!AQ}!sa{&cV8?`q^JL%F z^UpLdUw(?EHaiieQnF_4`lPe>e!JJDTkMjKQguIV0XIXckTK8C$6`IkOEq!D$%76e zwp~qi(yNgp%OrXLz}du{28I7<^6LjH9aABN4}|qtn5H9|E2zqM7uZ+i_y;thDy9jx z$QIUoz8oUdYa@8=<1zJQmA7$4pg&N@JTjRtavt_B7ZEyNiID-nn$ zl~iPXmam?3m-3PcX6Bg2qok6N00T%zGU?}srvD;z@)ky+lmLd|0p!1Mg z>155(G4bg8X)2wlcePP(3ob7?_SHNGUwITeF@dV{yvh~ugnI!IcIR)u1*D}Z#YpjH z`z)hAFv#TV@>yL@1W1&8OZBhj6Ru^&F#Fv7JenDi0BFgZb{)}bN!BmU^IjYk zaRx7xnn#-y?f>}Fh|+UoLylv=B5e{;-4H@f?0M^4+wLy@>|uZmh3@=z5%qK(bwV(o zA6B@i(W`6eYmMZn3P{b9+03CHC&MVY^sOSn1bf;}yme=Ye2QgzPV(TSNlj2goWGQ%&g@L9A?L;A6_ij=3f|;ClSHaLeg?B|1<4rLd;K4kyts1UeDD!-OY04nt_ z>K?!h&DdzD4eQTrvp}e;i4xC0Z_Q&+@-gcg9u2`#=SQ_Vdt^6n*v6InG<{#74iT5Xhgs(Hh+1QQXP zju#~sHqSw>5FNqXJZZAOF0-fSGBv`6uY4&>)4CWZYZsMYDY45wca>Gt?y1RT2NkZi z4GR>XD>J2k#eA;Wm1(6`;4?rZZ!WsD<;En8%ebg0ukT9QXgacW(;H z>gIIaRwqi@qes6=u6*w`$c#fZZ(0BJhRHlig7o)c0udomk{%jJ#ER3=&D|~C-QA<^ z_xbAT0>ULd@*L$Z71P8jvo}5KD)%X;4w}+vfS12{CH{HyraBTS?Ro*A+hCYk^h7m< zot<4@>d`SU(0%X2XmNP~4>vLoikf|S_c$TudBvxC;4X_3x#`R}TczJWKS(gyyqo)i z@Y_*fZXO@bXan{OR%C}hw7zr29H?(Es9B)6Ou67AClYrnExdT5&ftU4HRz2r}i%3(YwvC%Dx-=_+J0%uY{j8mK%pce4S49n(IsiS~-GrP+bES)3i_z zWwL5XEySY&Zrj$3D8h65(^GN4zSc%rov142AZ$!HsNSr(ZJ+>1i38!Yb}lXYTB>e- z24L}!a*ST*`x%a#5A~6+h~^o!I*tMc3yyfJwCjl4B~VSxFOAMawUTOHyxIquih|fQ zgH%PYo$PrqKjg(V$e0LJbNKM#3kb8woWX$l+mi8yQXdi?shsy`b9TS^o>g;kqkx8p z{3a&eG^hrhz1>x~9jAq93+kjzXOVkz=Je;GDcu*BZ_v{&YoJPyUR~-{J{0Q){>e$( z0K!>cZ4`ZaZZ|7yI&L`$;KN{sWZH$X;_(ulN~REA{ghF9ekvX$Z+42?Rq(k*?o$aC zZPAh*DoY|kHhw7SnkEXo8@+sFjAxpPI3U5k>&x1D_Y5f+%T`xBXp<;2l8}tq=H3Rr zWJlDX%=d-Ppz@(~WN_-4=pQc*Gd2Zd9%AAzIr}7EfAT)x91{>qZbyt^iCaT&U4?J4 zk)mvo(_ny!w$6HUK&bYXl|Nzu73wY+X~~^Ef8Jx~fNHYJ!4J`r^j?NLw>p+JNcnq2 zJw?kq1gw$V&Joj@Vt+rs8BvcAW+m^V8Grx%xB1A&mkVD4l?ZXQ$Z-=S@7fszGoo@f zEaF9^EKX-K^i&2Bexdc`P&_I(i3LUISn?od@}0Lt*8@ZH_@9Gn_=%q-TpatkYDnU< z&+4M#{XfH^-9B$*+%F~3Rw06Fe*rbyZ<6tXz>l=M*M9oxCz7=@TX_yjn@vB5K1XGU zY+CrhtygdflvU9gg-k*k%+5U^qAoPkPK*kZ}XSbjpgpVY=8T|?%l$YrBI36XiwrTXSUdvUr z7ne`bER^}5HMQ5tb&Xr;n`HmhKO}P_e=z_Q1**ULY18|u*K2}~QGe#AOq(l2iXPXV zWmU?)^EdT^PX+x(Y8^Fj{AsFK@hW1!zMF*nzW;A<_pbam#sy38g9_$QL@{xE7>_4f8Ya_Q;GXPQV2U^z*K zO$O;i;$aAnZURaGtNN#>VC*TP{PA(CCXLsv7aN=M={A#~_mZ3cpP~ko!Gp9p*fd0< zMD0%pOrvyoVxYHi)27KIag{$9F8-QzVim{8R&CBS>~^S0Z?XeZ40cN$)s&Q#KwLts zYabpd1!_ifsmI*(*nR7=g_ROWHMpAKQRjp&8)v2ibQZO%7roLsnI7q{`;}5$1~_X0 zOjq5N3FZJV?^o9y+rlQHg>4I7zi@tew#!-wBxy;uL$Rzh>}6*Rkqg(lgu4#W64+rxu`>>I(xd<^ZB75MMx zY&Y0=aAu^9cw!vfJ#G6G7t%SL>LlklYJNY`+3rdRxVA!~)|YIx@tdn;u^q^5HMrQ2 z#oP>jY6b~DNycw4!6{1Z@*jFX`%af;6T1oFpax>E173DH?JWQyVgYh7z{X@tZup&} zaf;HxAx3mml7mz7H@YIbi;ERiK_@pSDOYItq?PGrJnSd*;>~{^DuScBmX_ADRv;QD zlu*`PCE8#STM1rA)OQcke|1eK#rG=;9twa3(FF2OiGn`41aUo}bbriMoh zJSPko1Vy=Vn~$GUz0N_ggfKtU@ZlHDVfkvttm%O8MQz))Gzs^{re;6CeJ32;a?8Fi z+nh$Ehc>95b(y*N{;s15sQV95_zoSCK`9`skqJC)kQ?=Q{|9PI~fTAIU6rVA1ZIlN+l{nYU%R~4= zLLE^G#Ru~Pg4!78zTe&Z+obRdp=8hpmq4Rt2fsbY4tvaXAn>n&%g&Z;OlCRbQNg%v zOH}3te440zsSFRlk3@o75gfH@%QERy6bLnFbhyR>KBBKXORvx&{J7B_#b}A-fq{Xu z{d3spd8K2hf{LQNM-U(=C}ynFtA;+s(uFQD0qp)bpgjT^Kb?cpJlrpnwVo{>Y2$}OU070SR)R@SJYffp)LhhcERqDM zS<_po%QS386(RjHzQXp0ng;G~TfFm7wHeI7JHnnf^yNcDYwAqcI)&NcRwc-6b1AG! z?vutD+6nty^_CeyUS1ov6-9ZIxe(yg9rI1S#LYglU5+P1DiblPSih@z=Z>!R1>hMQ z=jZ=^`*skr?Tol@^LahE-)6d7-kxlXW+y}gn(mz;?1OT5tKboz7hNf2D!l+Ro|E`wp_dyA2W}O zCBYqk)#a>!dC+Iu5jN3h`?h&p3cPQgl&zA$uZNm)EL1`H(o9&ht{k7v68dxPt?j*RAMS6ys1V4nySAL<#YovIKDC?x}LV_uB6Xa$P$~jYytKE zyeam~h7Vx^Rg+vb0Ov*4SS9ZSr3nJ-@d?LDMYVG+)jL5!u+7b5w}!OofFB9qWwLNU z0e_c`@@{^oq008{+u1t5Pp{J)whwl{3h6Fi zp$)qhsULKQ>p(XQ23;ysN!Jm|g&`wL0u>ln(PNdDSI^OsH^=L8%^O|4T4FP$h%_oh z<#!di&RFrHq?)~OMY6CLCMw`-JZppfp5Ja*L}9~!7tHo;HhT#Jkbj7)^V$!ss-_3~ zsLQugPlf`dx;Yu~Jcm?#CCuw@{mZ9hLNtsn%IvN1Jb-c{jU4HuqZ}!fj*S5}EI@5JU%vL+6 ztVf)m>R~&Qybu;52~Sr-c>}Lpj4C%{z1^780GA-+8Y|W6EDmDg*+&=Rl%s201>Y?twC)8MaD`u!h&cqyXyMk*~2v zwK0A3{F*gu3^D~`;RZdb6fKe0Zr6{rp3TjIidj>Yv6A|j{Vw6>bX;afw7sx@4RT!p z6aW(BP%yF8TKn^i9|4s+96oyx{zK{R?fUyyY1sx3*rpV<4is)e6yNf5B&U^@!V%% zqHxdEI~^tFtb*e%PgUVhj|&5t9nMCBAFyr6LnnK$ZV5;uKs*(wkla*5_r6`wo+(Wl zjmHnLv-bP$Ier>63257}AN9%QB@`rtO6r}u?xvw_mzJ?T$C|DIUErG~t3}^iCc~Ua zN*XF}sZm$C+R=j+sI@|9V(y>)rB~{o95<4uh6`F;4d)qw*a1W212{HIbV5^mxl)Zz zK%X%C!3}+Xzjm9%W%pAv;G&4?N=^PfUYBX7^x}vBSP4zC<3LIH8#}KoO(~(Kys+bt zyq!nv2y6!-OrcZ$g?PA3tOn-nxC8faVaT#_p{|j{^iG*1a5wbg9K#20qKqq=FH{2{MU- z%$Nj;ygDKBuh4@Rcf*}gkvg+5e^3fMB9#wZ77wk6xObrQUu_Ff|Mt-7=&K}HsCaF^ z?w9h^Qj(kr>U&Gi`8+g8N@hzy1K!YbRM152hWwifUU&h91c|chfO;ZG1KQCTZi0?3 zdVkAUXxH^b7*1{ohS|h}kWFCzK>X6e!vRM#7FO`_!@v#4q8yGIT)UPQ!e^L4h-T=m zl;xRL+X#!M67>XmW-5#Ooht*-HU$_*KIU0RfZR22v#EN>sw&88&^TiY<;&!f46v(p zI(sY_xrj0!AW;9G1R&~IxJx)f)E2UCSA%6KPfv=QTi&*0;tthl?a{I>!-54yugPjo z%5ZwVQ*R|>s24VOxgb=yU3><5pc9%PK5!3bK)fc8lN#Xz)Mi&$=F6S_@Y8c&fjjeZ zXV2d1@|;p&m2j)ikvO<`9eV4Nu~u;H&s@9Qs~k>bcgvw<;Hh&*YD$ETr`_e|pO5mh zbf!i3h<;HHG?D0MzQ0buiO#c@30vPth0v#423T-LK#E*TUCyza8B+I}Z8HlAv+)$l zC=lZ%Y!%s|^Q9p+3i=FqLJrc#yJ-SN>;en<@uLrDyN1Uu2)h?`0%WZ8x$<7rp&T_Aer01Dn>5vj(ykJ8uv!i>JKP?R zM&_*c+`(EBt*Rwt(VV;TOQkrc*GIuL$OdJ%Jq#X$frT# z7k)5C2MYJvw|bJJF?LJi?YXH^%hRg)UUG~m%=t{xj=$H1#7=08sa0b0gI6(>s+OVG zHavsk@`uv{8xQsbAzX_U#5Q6o;*mCzmX@YP{0-Wb5UV@_XHXevOD|6cvUz{Mf(uiC zfmg-YI3631pnU80oNA4hjRHst&43y)1Fmp2Wb9NJe$qrN!9|7{IE45A+@MPThq{KN zf$V|M^5;RGiSM1@7BQ;yZ2K!q|Hi;v_4D&l82}f{|Kytc6%RE7CVF93769F*0(&Du!$AJi#8!ggITp4!N|tN_ zsiuK3X~(PT>Xg9CX`%yX=Dk3jIrRT(_O1IZs6dvWs#Dssd+Mi_ixkf>v$>;gW z4otWb@x_qn<-Ig=wz517bv;FI?s=%eps{e|TKbs_BoT!t?YL?iK=qkDN^m<>%FtcC2YS8ph z^U+|+X9L^@N$}L^Aq~j&&vB6JIK2+TGXbksGHTsJ9+X+4WsSV7B3YWoSyn#(l?4k> z=b*E9u%(IFRLRhECz5m%xDnFWLp_-e-lNFVvW*FSPFpHS*9PolNBu*IaSJg~wWJH$ z^5V$XKu$5Ifu5;|QuK|0SS^BZZyeUL0xo_5rKeX>7rpt+HpzG*csp~qAN2x?u5`f>%!JvHQU|#u zMX?BIHSY@eTORL+W;1$X-&TbvF?B>O`SFYbHB^9^jeAvhXkAqb9oX=l!MOiu80bzC(?UH z6M#60Fovt36(7yNT_?3DkF=QIS&OpwDHN`@4U!J&V33K}%IXN}uc%rkl(;Ti%-o$78v|?A=%&J7`mG4;X9&A`E zT=Tsy;s(H>Fby{m0GWuV-TDxS9E}|^S@tk+awEdZ6XkO}Qf`Y5)KFV~%`CMzdu=7CuYYpAx=YZku zFRt8d71=Qo4hs=cRQ-o`!x9BaNjdiPZIwbzi=)u+2|`6m4(!sO&{}f(1rIJuNZ&tL zq|2>>zqbO;2Knr>7xHa<$2$sDQ8rDw$26*xdoSkz!v%Ax9(rpHZ;z09{Yl)$6r~L~ z$h@n>oo##@m@(4h*cL7}gbho5B;ud~D5TL2!w7U5>(nUJlZoyp&*@Bo(Swa64Uqj{ z`1%@E+$qu18jbJAAjc2kNAkhrmZ=))@@s!VZJJ!ZvOtX!hIu^+{FPPDs~Z-xXT2>) z`A9?rW!YYqtPZ0VB$p};7S})j+oipWTk8@4mwbcM15|G`sGSmB3CMAVSPuKeIU>O1 z*>>BA|5Xg-NXotERcn{`qBU;#NZTTuA;gWCmSI13 zO!6CKGh%|n6(zv><>qN$ih2pTHO90qIvt$*AdzC4Mcz1XRhao8q_c3m_H=iotG9MB%Chk-G)Hd2U)&;z2}2(jf=o z?-GFNOs)7hVWPv)5d|w>V~I4DPY2#kvYu3n!ax7~vk6{H6qE{xC9=J23mVvdz!|*c zODuRJYFuY{bP4A(IGf`JrxT&&h!AewiE~R78!@;$%D#Wz3?Fm6TnthdIanuxH zG8EtymZ0YcJz3lShm>Lc}u)xuqb0E*z-+R+4%-|YqVam1Jbql4Sd z99X=bqE~5v7?bg#IY?-PGqk9uPor0H8d~lU3Ugxol_)x;kIjl-^dJRvUE(-SgC@#L zLV6K9$zJg5r1cXyJ6`9hCBe>si(w(|0{RLlq6ubztKlRGwXNVVr*l*AynRxicVWClUNsx{(i#EtB&h&NC#vj7fiSHX!9W*jm zQuRQyZ$=_`WI4uk^F>`ixd-C z$u=LpP($nb3e4vYM2R;8U65cg44jx-l7P-xZ7-A{B>8Ce|B6l>;(X`TE4Zw)0tULM zSz*M1D^1L7YL@5Oi zYXQ#SfYNSkd1_)*k1lL~#B-O6Mo~g{l0H;)1*;Q!pGy!1OWc$}j@Lw<$VLlaa((?J^`uLu;9M${!*dI+yOO7|la1H5}ged6l^bwaMZ z-;5d73^+%2ajBfeFKMEN(;E}#uUUC>Yzw+@&y&UhKwPw{qudG-FjFK=&ctGZI!I#E z>=Q9(%dE>cVRWR|o_>jhVyqg0ZVr0t?gdP?3gQ8VpMbp!pUj9?SF>I23H zvYZZ~i15xN&H&(~fPImg-}l44XcR-benCuty*Pb;j;p}y?c29R+ifp)&2*GL(z(}6 zF6eM9A+<%Pnxfny;aT2Ox-gXbPYs|LDSG87gJdoTBZUh{ANG68;?Ca=$_)VMgWz;s z~qkV%W8@ap{{kZk(8>y(P~bH5utq zj>)t73LynM>VZ6UVQxHTXt;`JLg}n9;AUyDgC?+zYVZ+tn?>$3ra(ewVG8{&j{zD5 z>70j<3nOE*)^=u)wrptG+Y7#sesGh5K{FLylvHq-_ZYwCC4>l^k%@5dCM0!|-KfoA zVmZdQZ)+8+xZ?BBCeb@0fzd`=Zbu8`i1qf%zBzqRO@JDRHC)PeQBl11 z9(L0YOIiy^;VsObfeoZbv}SLJ@)HHeaNrR}Rxv?V3TeBijV`~#w2YH`k8L>vg6k6L zhoW5yJ*uflI=1eT#^~aP)s;DEnlC#EM(0&cai%?pkprhtf!Me-zQTxvIBE9V z|6?}CA#ySyR1QG}yzl3io2H4ne`b^}!sr1v;qPdCI*IeBG`j*~Y;^MDI>@bH6s*KN zX46QdA{9dm6}AlGBo!QCZlvLdSokdC@og-^^62UNXIexT|3AY;Y%~b~f`IyEd_1O0 zAK=uL7|)PhB}pkN}Qepr8s!>(Uwd@L!xF+8z978%iqj!!3SZ#?pvE}z{68z zMF}slHH&$F`3^oU^va&WPOx~7ZjcsOhDSdUi#~yZ*lCHbnpm<&n}Dc7j@&p7DP9@L zrjEXjAwC9+gixgjjad=JO|Xs;Nm#1S^@&Ms?#kzP? zERi271cF&epBy+MA_i<4gTE+WCi}+2mh|Yk8SX8O#JsO{MZQp=Ei?x;=eKR z|DBk4=8&N19i=X0UXfJF(XiR93vqg4eeP3nX;o&lHpb7otN7f z>_pJU*bMiUS7S&829j~|$dVpQ_*wc=zy7m!|NQ&9nle23u)jBQTF(ovRV1o36s}`J z;p-WGulQ@5m`TT4h7O+p>+K;U_`?3=*>0NhbI(q0t$MTVr!lWZ4HpHK+lahK=>K|= ztRHjql4twg|9t^=p+9_y|M}L78>BhoKYw1WCsv97^@rt$NcEp@T>G6gz5eIV|Nl4W z*(!u4ZZJ9+b8`r!W$W=RXP`&~qfZhe4;wMv)UH(<0u*E-%!YglIzPeHRizV>5g~zL z#=?x3L{|`{t}kK3I}AZ^(=Wf&!xDv;@)B(fO&hR8DUE0JY(2%W)kd7Oe}m%#$Hqqp zY$99`35&ERVm1}A@`1J5$;1@erN54$C+~%2^ATJfO%v`AV(f=9s3^Vk?Ivs}jm5yD41xG3mSELj929~C~+aM!LnH;PxhdT26WXB5tY#BOU6i^C})Q` zYLXH~tU(}@$(utFJB%SaWCj&3vDA{-t%zfk@QaY8K)(;L)?@Aeb9*QxG$NlLi(49{jpvX;v0<3|oHq?|HM_TMkVu$TS1u@J>w(-${Gdp+f z>YET-(-Ga_S2|_@grDZu_3#6iYpp$*I98Etzm`>LtbHBRYUtJ#ef#XdB61G}_ z-6!KdqU3)6ZjL8s(+cHbmCRlu(^`l^fzit;AhyZqUC1Uq4s8(EW)^ih9&Hj(jnx`$jun%3w zINuwftLLAgA%0{a9{e;}*D5gDkIZ1Cm%)84P4s3SdNmm539!J0)@GnciEmZkz~eiJ zZ0=C>cM6fwjTiXQu+`_{^-gQgTn~?JRabl_27ScO9qKqv`ccmWJjT8zb1-uhA$aJm zNJ{jj_(5ay=um`@wgF=dLq{d&zXZzQD-#y*;{qJaU~7**+%G*gQFO!2*UL2zjPoAQ z%6B-}(Tr9AjflEH#;bm^6Wt<C9zl?6$fOtr#RxnKv5gD>^JVr1b#jCL~>u+t`!A&o~ zP(`#Mq(k;UA3(Ho^s4LO$hSgMP6X#pWI=fAnxSd)(A!|dB*rqhO^%`)8YaYOF!GsL zk5r%4m4JBIy@<$Ig!i;y!IBVvUA(T6nnAgDXW#7F0!I#3k8}evK8)fz^KiP$V_Y^M znli+N;1J#-E4uzGSaWPeHIVV?GrQ583l5+L+$x7GnJJBJolEXH@`NhBe8hov zRAt-JnGh2e7>im-7dfn{V%a@wPL`mJL)5V1!WlnUznq-=M?F z1;ALG27Rh1eSAzS8M!co8jW5|7zoe>i0L>r@tTHS>R6ma;*BH1Sq*e_r*s;Efr_qb>{SGUnGmdv~n1we~f5_22D%2$uK4- zvHef+b8iv_$z&ZJPK+u%jH$5MT@YPpd4UZ4KUbE~A8; zbg0rCCLcQIo=`r+u{0WPz?eAP6Cc0bE!lbACX2TND2eYN^*F3eo--StS1h=2atV_PcAieKYUMEaO% z&efC2uB0I@OtSGv#GXg>7*QUj9SHk`xi;UG_4~xxe3tCZ#G!8~YDmGJ=3n^*9TsLT zhm{a8%zj_Hbxe*NK6nv0Wzn|P1VNol5Q7~yS>+s*?H08CMDEuAnW5)lCIHIq!$JJ?yXFAFEaX>9ulppTnA%i;)l}7 zF+U*N{?h0!83Uzb3-nTC_vufLWX(*2khZ_C-@>N*qv9B%;xj<0grTB0Z{9>|N8(kn zZ~$|r($JjIKZl8@gK$aCz%1;Uf-WWhA~%V*Da1=@E4~v?WI(9+S;e*C> z3t6l)@(MhMa#>5YXwO3yj(UBPv=*1dhJO<`ZBbkjmQ{hVU4i}$ zJ_Q)XI661|LgrapNDi*9Y{fArGgi2V*IW-K1C20k5lx@bWY`6KE#xBrX9K+f4MV95 zLwbh|(1Jmn)Ud1I{9Q%EK?E`Mp|>*`m==aM#jK})!&xUv&zpo%NNiYQ;_n??Mf1*R zxcCqwZK%@jd!y{~o;zd;imVDAt`mIZVJ(e}L0#pfO%OtP^* zxhHKS3a=WBWBtVsKacfh>xr#bz4Uqxb)_!?Aaj5(EQP&@m0XsIZWEttcN%q-1SGIO z@bN)&aV0Q1cj#v1JtXTodo%Duu&!Jv*IU<@M%~A#D|I9M7fPjeM1&0?${p+?}aEj;VtNBUbI*A zX@p0fmdvj=V~=B1+lRr@4aTY(dt^SptdfTrUm5~=kwmr66W~l%815VXTotSENqJ=oP zO*&D%bhpjIee_%K!AS3#&O%c(_cIQ*?A(WfRbDN`Zh=d)zY`gW%-Ls@t;8ZeNt3{$ z<9V@Tq*qoHQj>VA2#RScWut%GA^9gg4vUZMkBz<7O%__$j3@4g`mk`HG+F^J>lM3v zaB??{+RR*;o_z6hreqQ2png}U+72}RyRaFNLH*N_wL4&|bjUEnu{Pj~3E)Z!m~`2c zf>770y_%dD?V#<70Ry!~Kv;Qcb1+-81o#3G9<$z3^5&zfE39M3;g+?$z>odv3)45p z5ghhnM?)i*v`Do#FW*N@mAK)xv*z=tE{i0D{rjukLsMV2k2x#4_S%%(>b>2jmOBw+ zg}x3Rx*LxFjv1?^!FI?U9f0%m{f3EuO zd-#ZEl_5oCNXihIA{41qQplXKlp#ZA6`4}WJQF2Kln@~yLWm40Dl#P`bI3fDXT7`c z@ALgVuje25^}6ovuDarU&Uv4`*Is+=wNr0?QZ0D3@+y3R%wHoT>ox`W`#Z$9LH>P@ z|JP<4;irt9;jbQ=dnqHAHsHhXo*?dFk$96f=H{4GGkp@|BlS0&(x%|6KiF}lQ&~G6 zP~_9}Cc!fg0GP?b4p%4;;V32nA@~V0kwd)2$*+M5h+L34dHfgV=8Qb%Ov&5~(oB}y z-9zCM7S$+6o&slaT@z0JEGFM_%0Wsni_zEgG<4;XrS)*#%+2QXdS-XV+h0B1p z>paB878oWVj`3t{Gp{Waf+^x<_1GD;-7|dG-S|GPm=?Rw_y*CK*ibuRRt4V2XNbBN z3aW4+P6*9ln?rn9vBtuOFe*UvgHT=)2M7!RB$2UF2u}ATw9`=eckJl-fq*AEVX^-a z7(Ww>IQZ~#k?Iz8bqazSpO~0B@@4}xmZ=z$Ce?ov&Ki-IrHl}XHUx2}p(2B!;DL2p z_P&cXYP*jLp+D?6M*~i*GlHxISdQw)>0=ediw2o4WN0OlF}^Oo+h-6IrxKng0Lj52 z{Jt{{*N#@qG)`2{5nn!s`J0#ny@;F;o&+)GAV!ch$gmy6g=9V*qc|k)Cz`rB?;&er zAVwR+_f_7)Jk5iu!QT7r9T0cAEAr04D5lKKviQ8nZ(37d8)Oc7gx zTp0ZL@W%1jlRX50IL0s0bIKWD8BL;v>{*-JyT>(niOn3O$;xV5<4L`WYu;IXsj~HE zFTSh>uIK(z3ACV}T(w8=swg0q%%h%XGBucbaUaP2DgH-fo{0N*(hvN74P=n-<{&;G zsf$G_am1zo*pvts5&!bi*HWuN{wNWV`5vR9{yL72n2YLte@_Qv9Y*uUk1X@Zx&|TRxJs+0RD=I4maDptMt_Ko)jA3hjObQT> zB@8c3!B@c&5RDv9{7EwE5ZBKMki6Y9+Z9y8X;!(pS^85A(rPYD!}F$ysXB5HQTqLc zhzvFhc#(EP9i~pOJeU;;sKmhvsE{Eh6lj{bip&M(gDXy|<5nIp%E0G^VP_#UrX*|I@L+ncU307ctPCIj zPpLZl4PKLRYJRA($6Xf2RWG>y=J7V>@i>q1=DU@^{o!9?vHT-P1%EXns_M82+2#O{ zE@AiquhIQWF|yKZXQM@AW&pU40h!XD@Bxq%HLu?m^0Hd%o;Em#AL%6+WBeq8MB!v6 zOh!o}qId)4*CS6u|9UT-n6L-oT4iQ-pGdIYOJ6R9lUZAgiK&)?c$5_d9g?M6NxgiF zSJmR!@#9-zc9f9w4c5(ZrX7V>uE+%$PtkoNSJP5&AbTiOgtnca&ZyWaQK(n>uwDX% zGR~(xjM8gg8p^smpmN-S=p1VD89L(MPv0kv;BMB3nk+&$SUvc*qJotyfZ<`oF~0Kh z#ENb0^{fjv!mDRS5gGR4CG2$@X)pLRi{}-D!4fvy@cJHyv?m<|o0;pQ#uvwdzgX}M zrCj02y}Z8jzk(MKV+I#JAh>OK5nPyMg9BMFL*Q7pLz+F0@#W80jFmipIiGp+=Dux? z3sXaP5+%Fysv_v6keZyDRPWC1eTt|kJyeYHz^{h5tD5UJ3O)yaE?%j71sYqw8sa6U zm?zep{|P?I=KEKRFGqBLKj(qd*71^g$%S}`?ioU~_!?@WnR5EgrF-vK!OK1S{LbqW zMz75aTE5yL{rCMn8V>5nlP9ew&G8}L_5HQPVYomUqDN5-b27g+pGsPQTAQR(U?>R4 ziFb1Jh%2`ovpk#}HD0*6nv~9A6d`WP6QdG$oXOAT9YCn9*+fnqHzl_?cEolc%@t7; z?^VcUL5M5>cR<8j01ADK+qZ1)4zVTt2`Mlx5n8$4>V{eS{UrptEs*EFv_1%D|Nc); zLMEgR!iv(=6JsYJD9Grb-Y?7a>9@}HFWz}EGc#YnB&&4G?4_o9;!dF`hA?Gn{jI3w zg)nfp1m2U2ieeaE|CQaTO$PE6^RhDwYEABp<(CfP`0oM0bcw#Sk?(XVZW?A{FLibw zgk=2movCi|Hq5?s%-t)!FC@{eU&mXvLd+LWOKOQd;rh-;G4LYBkMP$^81Es=1EQU* zIOd)|f3DC=mL>4uMx7)!JEz)$L*Bg)-x)xB6J84A|3qH=v|qwnX<~T&%DNEf?p0s>HJ*;U zZA{en`=C%rXeJ~k*w39Oh#fX`#@qu<25&)qhVu|R*J#yFGE)JDC7q`rE?^c$Xm)b; z6RlR61#Yfnv<%#E6M`Hm%(04rj20N#KH~W|V**PNxZ|c_0Hn63cLhBw*9l^^7am1e zNnX`>O;pvIV8%C2t)<+0;Rvga*mpk@h-2W*O3u$#nXezCfEYmS(}Y+el;eaUrQ6{) zvW$`lCd50`!Ekks*SvpW&tHU4k|@I>fA{>IwT^3ic1j|C7EH)qm>iwRtCz*!@5}bk zv#vtzfkg{D`7hN!$}}kGUd(Heb~ub~L%k>Od-}ei%k8;csqD7%;m_HxwEXH`;sC>j z;cJ_=2emeTPxN+XX8lUw^{qvDDoM z2D+DdXdETS1H3oHi;p}3GD7&z68|qRG1))CHmaAsyLbyNvr_&af=(OuQ&&=f4`j^Q z34KoH?@lzLJ8{2{8E8QR9t`a-Nf~&;Ay&FE3V<5jxR2TGU3UG*n$ZZiWD*|5#+?z& zXP*ogGp`@kI_TzpUtB^tM&u9~OTd@dYx$Y4)-^0Fj7;6{JTY1{5o~%nADM~x;D#q5 z6jjf$j~!cNjRRp2BGy8X0szw&oWRG(G5vUX|0(V9nNEfy{}4{RR`4Ld^vuL$+z2Y1 z>R+SF;<>4nYjLRP@cS%T0X{n@Wg;u>}TYY`AiXxLvU@|6H-~xzxO}Z)v1`fc= zAEfWU#f{$x*okkmpZ4^#1GC?6gxeS@$Pvqt*XTy2pge?a0f304@*ErfLojw1!Tu9= z5Py}}@NT>`fvFB+Fs1Y=_fLk60PmM4s+@!#yhKC6SBbkSSeFI*}rWbi1fZ= zD&Y|ZQ4>1H7hV;Rcu7_*)q7rZnD~@28!!^yZWN~~#omNwpn5L5s?EkTxjo8fnO;V` z5I#ZJzQ$)8$1p2H&N=95=_hmIYm5DKP|}l$-4?N5R~`3|GiyHf9hIc4WhZfKBlDHm z;h>HONY)l)*1t`!2)SV)x?f#lxkn>_#G{`1t;_FhCQ9E3<4zA@1}E2eThE)K#*ejBKfV zfp&qpndpgDIL@PgvfKns2emPkMzZcDuC_qtI=l<&F#`w_q(pjO((g1w6U^w)teS)j)&$iAEG_pTQB6r-&XLG4D<6`HPUD z9lp@>7vX&8nyb2?%&>5-+b#4Vz*7Ca7;V`1k`Wf^gLgm%Ha_BAbSq%j2C%rlq!Ms1 z1ig-W&#JTiFT+JjcmI8S&N8y>B1yLto=6_vDIlbCs1O%=ljS;ubwnfk*BjC zyhK-eMFF8oak4JK*_xdGzOSFK$gA%)+m-GQhV3JF4E*3=f+FQ9>N&FiPXHb=n5K&C zHy{fW{hG{odbpj)_nf+!ndx}!=+T`rGpFWBWu@~cU+4**+3(=aT?5)p zJ9OG2#|}kC(j{CKUs1UBl{?n4#LcL~&hP%PTvBAVcWJO^+|w-XJg5l^CGEy%_oB#nAa=+0 zG)R7RMz@ZPI)#Uu|0alD+_bQei(6GCqvzmSGinh8bdcf!&jEHjd6@!0>jqFLXpc9vA6aCp^@RbR__Y%?sTuFwYklBXV=l6FQir~&3+Fo{J_<9#w6M0yb3kSvdTInUI6la>P^3TZO=x}1EHYLGsV~Ne1SC~ z?E9LegApmTal-Pxm=(?1k6nJXzW;wu7|ZSQuA&SW07dY%wW7T&Ytx719?sOcb>bMN z`j9%G03@j36Xvyft+}!=J8Lf@SD5ky8Qc*hn_sb znt&UaV}vImL>9Pvi^*M6!BF)-F-Ri{F=9QY|7SweZBrbA{y*M#ria#nTqr#5^R3J4 z&81;5X+E8R)mO(cU;YIx1;XW^a*|3I4*GC_VM&^nN{9Pn3X0-Xq%A~-bl}~>17QIh zq^e<7AZ}L`aVO2%fwXSX%_o~>ETAe7IP?5mqGkqmyoT}+V}I#Q|9<}P{0V)z-D4Fp z;@LOB+S zQlRUyI6F`+(KS2%>7JuxrD{^-OvvmqixiYnWDpot^TB7jImggyAzNZG2xpTs&LgNQ zb@tq0QtFU+kLPd^D316n0=@s-M&I)(q3{!Sk6;d(bahG=e+LjP0sJYoiS9^uP;IFzNgz=G;EwRJM-FyEl7J z196WSWy{8Ul-JC@Z*g$+ZN!|0$X1*Cl zYkM!XWFLiitv=9!pX}o%V%XyuP#UE~v#T*RTJ37r5ZbP4<9 zwC$8|GuU zAbjz;ae2lA_30wdv0<0ZU)Kb9w4z<|*bo)>@f9>++`q;U8zGP9fo&xYV9-u{q z?SS;)d2XTi{0LAQCL>)s7PrNI+jkbZL_9ik*Ur)LMscxRV`F1Q)&sHMRm5hbD`xS% zmU0g(E9(Qiw7T8z#AI-AP7X-&KYjW%A1-iZuikaX$+>SqnmTG}nc7&#klGpW#mmvUhtsMd zL`_U6TFY^bqF6s;pKW1`QCuLV>dXy$S0hs}(3UI2uoyf6%Fj5g&?-#5JSb6?4Lh>k_E`EtY8$bP7Ovi_N-pL`uyel zbqT#7wrMC7QtC2u#~5xNh?4d5?Z2jhegQSG&|fpkAIFYI+22`mFiD*s;UN%Z5T*FR zVOPnA%#e_f*?Xmxl`BAW&{4x3g`1J~n)~%II~^ls&+Ro?E&hAoft*JGE+P^VZ=q=u z!9x?>!>H!L-F8fJVgZ@mZ(lKx=+u{?oeLeE*oYRzUy;+cLHEp=2l&G?a9NddF@s%^ zQZ0%iR**C-IvOgmV#{#=ZgZ{bZ_CSUoNO-WSkHFh!Ug*SE_k=Ly=}Z17RFfg`ZW!O zdPygCk5RN_``53m@$vC&!7eT?ej6NFk~iNup`vmOuiRCYpD(^cr}W-I_9zOHw=BhI zEmu1jY~mFaRWk@mOI5Dvei!lQnr8YLHB)JBZnn8=#<-Nzy3;saR3mR*B=U(x!Eo>` zbbQxy$$okRj4vT`JQjquZ)Xm9dYi|I`bzqne@%Hgt^E8Z_UzSsE{4dtT|a)%$vby0 zUtH=uUteD@Ag=swX~nscBMO7`TlOlt*23x&OD^lZ+F|>Y~>Sfe|2&Vh*a0$X!i=KEJoyIU;Q84KjM|bd%0+ zgsbhvccvnK?`2;wHLue~RT2{$Yhj?n?Gop8#N`{BD{qAh&{a$`T+X#4N+}B>NrR_k z>7lq&cWm{phy6oC<;~4H#%!{(vZA%`L2TFq0FDP3M%0PQ&j;zx?QOBKu^}s>StqQl zkM3-n@4>4}I-OD)1&Ata)56*~X7u7|;t`#RX>dhh3$Er^^KR5Vju>$kR|^<&CweD> z>Fqw!f+_7Ed`*DXWUpBNz<@EBA2#i~3v+XRqwenR;s>mUaHwN8%^*f5#F*(vq1Nfb z#Xo=fvVMHcNiKKp(-824Mo0S~R+X2PErWuo*4}_SF>@zB{|OlCT3X)SJ`{BSK06e8 z>!`0tc`-(dRt-O{ETO>sEEn_n=J1LU{M~WvCc0&c^tM4qM`yewC@6>#BlMSdr)IVU zqt``qy5y>Yj>$lEXNhMB%3}e+iP`ZB+xB0kr#_;yCD?QHkhA7yzPrdqH^Uoaw8Q-Gx^2U{=5W{5He`FV54h3QMw zIiCaEjWL;-nfb2_zibLa`lx`HZcf}I#miNPk)UL@E|7Fp?um+U15Cpdm6hL*Yinl9 zjRExJ!}TI~a4uJohv|h)#}@f{TC)~~Pjx@UL*QbqXKF^xbyCAud==T}p6L^s_Ss7t z=mEBRP5NEWUd`GXdUo-lWjdjxg1X@ux=P;lr{pDGu0eAAZu$6h1JsF#h?GJC^mN<> z)#j#ztUYi*=$$r{-Z^xGrX%p^667r7uR}sqqk9l?n8YRcx8~3+c@95$^5iy9%+sRB z*4-=%DmANBN*^Bh(9*&Nc(Wq(+Z{OD5JdRS8Zu6?;9v>TkBa zX({8kiUKy+_02c(%EV7)!u?YeoYL&M1a|0uDS%_)EsNICj=~u&F&aij7L#AUew{BN z9wNB|wJ^|p4yyq{&n4viihCsp!Yn$CR+dN{BK!7L0bh%vn-pc5aKMFoy(Tt1`p=zI|p;kPcL5VrDqdUXm@bI+Lbju@3K3SA3r{idvx9< z77)&VN&iJw7USld@5IH#%7}*rHE==c=)NZ(5)OtSD&V_>4fXa$B?so^<;_YXqv{#I zybZG{{|#3l*Xa{%x%vb2Ou)WE3BzYf3drX?Doh8Q`WYbM%8n!<7$3Ld#BMZ;HMR)z zUf8~G-@dFpg;z$kT{~#6LHxPGJbe@Gqd9&x8 zYPb2x)%fMg(BkDi_yf(#h}_rEgVrNNEkKML6 zKxP=@KnaLf$a?-g&{i0B_1d+76SSIBZwSzq+7+FLE6(CT39glYF%fp*-OJvg_}4c! zn*<@zg>$lkg7xT;0ZA?S`9Bsdhqnc{@bPZ6J*OO5HTkP!YY6ATN?a)jtF^Q9^NF|s zY^5e5>J3}BZY}covjqX<4TQyZh`mY4$rksGR5Xy@e1n61o;=}2p}YY=0wpq2+Heux86^|8z1~T z{7+cg2&M+$IQwVI@@SFymIAA^A`PANc60bp220; z8+DWM;_P^e=2Is4_XmPzf}(Bt?C;*S$dmP#Qha?K8i11-*x7?%zqJ9=0hNgVAF+N1 znU=A#vJx3(CSSC+7WA5Qe_*;##Q7mGty0cT21a))VWXl_(4btW5RrVyytlP>ua0QJAMP`LX-4lvPrUI61wgz z96b==%*c&z@j_vhOPJNj>16bFMfUDhP*Pe$3SzrN|2mwXG^fH4++x$YJZs2Pd@j=r z=!O%-j&@-e`p+r4IlD-~a`o!f@5q9vo@qd&(NGY3sNLm%iB#U-ULX!X*gz22@NnCJ zy2C3Xf*EhEKjsnGkxS@8b+v+A_5ANH^OK7i8b?h#OCe*^{<V z&e__AfVT|zFimbR9(4JaFR=11Dg|+XjdA`sid~>$6%`fVF)bl%e9gDt0dFj>C?(?y z7jBf6mRh?@zRLgb)GGVdG~(B)HESB@7cq6zjsF&tDa#;;_Jvksa}`W0z6SJ(oP{?(g4BegFRb z!Da7E>pHV@=eR1lYBn9Z9e4l!a>^U^+n#bJKXh=mNAjs1rXEad!Dy7kQEj#lU%qHj zT;N$QI=Sl(qan5(i@XPNpQWeY#D@wxZ_|>!v%CPW&6iY;8WhyW1@n-%kqCFm$r*iY zZr*%>WP8gGKPvw-S;OQ^`pb2n>sh6Wj|*aiHV|sv)dK*WM0C zONuN1)ho*mNp3BaVP8iZu58DhI{wFtYgHMt{w<<{`g|Nz>HhKpG>%w8h%wlJ#OE)f z5)xWtlam{%RS;G)5a;Z!{PfYV*Vv%)R3vz@kCB5TzBk{E^YK%3rbNv^+*I~4_DT#d z{N6k_Dz0ng+#I7T|K)mRh`F^(RP&uG&V-8WvjgCe{o(qzp!v^ z2#0KqL-DT8CA9pyzv6KnDrj7(5sl39Y}Qj}U&!&{)@O z;ssEK&t^d*D~{-vKSq8iLWn=MLwhj-SFSxo8@tcw>hcHm{QS8K>X_6ZvLlzqO9Teq zxu*Q1=Sq&Z*3^Ghy4OWtrAvgrrV{ZbuDzYpby3=Ku0AsCMM-Y+{=_6)90Nce#`kR7-T4SaNaGz%gaj&6Zv`T&(OL*tDl*fIqu}N7m#!vN*z`< zwuc~UE;eVdlQ9>kolv)I2aoOrWb@|JCuTD|4CO0vllZf6?%>FBTY&wgdInXC(W`=-1C5agtPr_0m zg3+&Ar-p05J4=Vh^~v&}t1?*06;Qt%LDo2DVX+#70p8w3PzqSDv<-Wo`mC!YMNm?d z-D&_2A*lCa6@ZDbfq_9bOB%9l_iQiP-b^|l-GeThNJ2424Wu0crccbtPlaG*IbiuA z%z3G$pAogUMx*mKDNMldivY&5m4E)c5&D2q#KiCTBlKs=-@RJ}R`Lk`iv7TQ?XI>Cm^*t!|TjqZ?-NIaI7wX72$Ut2`f3Cp8I-{@u2n~c)^z;>g zLIFT#e6pS2zHxvcK5SyJ=c_Wu1kdDk@~ z#IK&`S2ItP62ZFgwSNSfgUI4q9o^jB?a@J>{l`plLoye+c5-TJdz4bkC?liV^*6;K zd`mzV92^|^9)D!88Y38LpDBHvr=>9K<;2G5AW-0 z8qL$waaTgKyC5Hw1JO-xDdC+x=Tz7p9-ZXy<~(7Hxx!OvIm3c|iW#8S&B6dLnE zRuj%VyLO!i(4xFBc=974kQUef2grbBGbh}I*=5=Td3EsB=nx#e^YZrbW`?VZMj_#0GTH0=CY(SkP*c!5PCoVH@&$sV>U6Yi=gBaxAv!yo! z?+T$#o`Xq8K*gQ)?ce{iyW1O60A(l`(k84gT~Y%mLs|Ai{XJi1|ChAQSa%xy1W?`cCgAeb;}mZji4YmquqBCc>&MB;bF8wLC7_3W=6F`<;5Ys zzH6AKuPG>KetbT<17sr4zMpv_E4Mf7JCE!Ec?J>jb$|1o3yP2DFfcR}#T3Few8(m@ z_hIqY|M{bn`4`KPq~(S@fta*9dhz1L`rQ-j(6?HPXI-O4Z}$4X=kh#^a z=0Wb}mT7m~&CqxAvPX^_;o;>S;(4sX`yEWMd4HVWf6mnZ{`{L8%rH2K0iNjVDv67n zEp*%P8&WbdgJOH}CF7YnIX6(lGrqnlrRO@2<5gV!?;BqH&o}%%IiR7Ktd6feBuKsq z{Fhk)%i|6c8XfAxRqZ>E%DI+BiuX*DW|D63}jO5tDN;TvYv{P7kBvcYrWpZito z*R5l@0P^{4-#9+-Mrrr?y?Buj<8BL9K|C6W!pipa?vCAjBRu~-toXm0A%wW!xq!;{ z4#!WQ{+O3hf2Fp$d0+Fcew^Z7A57U1T!TPz9CQkT*%;_368^x*AbRXCc4l!-eDET| zcTGGA4&bvOtlkDr3GJtq$grrjR-QO6((AMj1cQLi z{5HH*H*VaZJ*BLy28|c}HYo;Z@pW8&fr5Mv{nM!!5gNb-A7Gy0;o)-^FRr?F?Hb_h zRzS!~91N|>Fd>nKpUD@m-(2jbcg`e*-@zTRNM)wJgsFd#zIgR)N5BlNZ_0zY#W`{8 zy7LEB1C9VDJ%(EVAnfey`ho6$i9CQR+)b^EO+AL=U)x7z~|1L&E)gj z*aV~7Zj3vw*F1-Z3`}$ryx+EM+s>Uo?+xhm5Xm_P#u1qDj6V5{tL8WzyTj$no2XTQ z8n5V2CTT)yLZN)6Td~5@IU_ACjgp5O`@5)DtG!7jy^5mK(P=g)^x1>|z(3&;H>zTR zkTfPt_r!07+erD{zn*9$o^MBadjIXtMju4d1=+*{s7Q3YU%!6+Rma2w#hUw&z@Wk* z3*KJ#;e~!HV8qOGrl!f0h40_LR|fm`zCi-L$C3^6cm8(NZlK3?UpuB+uEuJj!7e0>i2~s&Y2js3OZ)*a>({3oB(5N#%`= zV*1T(PcdxUmv7^%3-{7+F}BQ?n@C zKf)T~YfB3%rL{3~?lMM2SFeMNCR`QDIStk)q+|poL@@r~;2N}1khF1zIR0A!p@{bd zGgpqckH~JBdeC)LR8i4x`3ayxcy-DP;iasiLcw$nO1{(sMxYd;s>Cs~!-^$wA^5gE zKy`Ze3(ekdx$5G=FKYykqG#O*S~|c+UI_`DSXf6#0j|(Oiu(P>kDCAsTmY;15aqyN z9}67Khtbh)Yet>R4v828Gczqkf)ZB8grJLc%YyT|i(B0#qdk4%)SA1FV~MbV$tu8uXArR3gL`v$)@Cn6)D0 zJ>K>TkjwU1XoUrin*bL;L+P;cK1twYWVF}?!V(R1fm%Q?TIgMtQKUe}i>r5*SnR+# zUVtiXXkf&>I*NK3P44>pJK#H7f_T@KQ-s|^Ytjcr z9WWu9`1D1dOC0$6We|Om6*S3Nq&~nRq;=HypFe#-f|b|Su5D^+`bWeYzPbtB-yzkI zd!r1ZwCj7Vq^rFqBt&Rce!)ngW^F$AO+L@r#km|pCou8k-d>qdlyn;sh?QHA)c=Vfw#7y3W3Ra=~ zdmAW>VPQt3A@q$-o@7o^e_At-=Y9y4Du^_U4}3~YW+U6^(nnEfutclvldQ`C^|F?t zLwCX$FMytTX@g|j`ml`WosWvla5^j(-rxxbm}0mpdc+DM-Xm0FP61)*ETo@mraljW z04$C$yIn|vYd)MrEA`_(Wh_Q-bN&(qU`rMmoj>LUZrqGtob*oSv*J8F6gt-|$jx)$ zIH)ZCGQw8ZroMx&lZqmek_f=S!H3=4+@i(M;@K1z7e_~t9iLy!H2!QMx}&TPg!y`h zMLf^$uV1UGj$6dxIs4gT9E2apYq!usZ|!D7&HMdn)j@MYaX!ZgUhR~?{ecW&&C8cB z|L4B@7N3PtQ3dV<4TU1=C^`|@k!-TAdr1?CI+Jg=9e46YaXnP)p?B}DpjJ5^!6>u&tQ4b{rkEb7ePI!_ofA=y`A#x;5y_gY!yB&qR@e zIm=aCvPVAR3~EK|{J`Bu)EA~6;69yomiP&tN(5+|8c2w}f4@VgP?E7>hDS(f9jNA& z6v!C=w2$KVkhc6c3$N#L&-J(r{UM=jXhVy;UxPnTs#W4)Vr4Z^esK^F1=Bz(7B6MM zb_yE4+K4<(c_B@kr)9h%lIcZgLMgA+%)1_7>xJ$=;&+=P|KJi$hnoi?>sG{4#1o3b ze)sQ~2W^z8MCKmH-K9#w|08BZCI{x^h{Jkf83kXQHF%w4Zs_$Hpd*9$O-J#aEj~bO zQIb#LC2YW)0#%B$^maJoH*_*9HgM2WXc4VJiMIk`D%YDi%@8}Iki*R{}w18BR| zwgVAfo;wWxKvo169HcUN(-C#Ssog3p+)w&0fI)pJ93ZKXPnQGyAs_NS4vosg=qWr4 zNO67}y(?>LYp^MP{2GtHBPLm9jzfMx2o6k*d*hFB&OTza5Gh3PxO1}t9Cc=O1=^-} z@7lEjXX6%Ol7QO&3mp*OSY@2}KoG5kbm%veAJ36j6A0G<&7rRWDjf<;6%-2ka6tP( zAt0d|o0={M>j-f70IcAdY?IaBirv%3iU2`O=j1de!$%j4irom^hEGj&EtfjLO7T{< zKy5L5|?O;%*%NgNY}$$&cHvaJlQY$3JBu-RX-8+UO=oWZet6=G}sikeY2WXQoH=(H^pL zUU!J$x%meUN*-+^v@s9z3C`f>QV>HFem|bRhmj&3FHGdE=5pW9OS%B|KT4jkD3>-w zE|#Bc2|9ZT>$F)C4tlQe$}E=cf^E_m?lrF8!AgNUaT{qW;?1BaxB@8U$u%}N-$pj_ zn!IKMyrg%Q%!gBym6eq}lc^25|Htv}(@?lt4Sl&MGl~*^!jIr>WoG7s{I^W8v+)Pg zgl>)7vwvU_tD~j5dwOUnoN^tR%NjdnWc1uJt*wlyi>)u7&Kh-8G?JGR`4jAuS8lEZ zLDL{!$xgrWscf>Jbg=_6vjk*NZV$}-fA2KfhABCLRCZolR8cRF~o#45wwu}jt(w% z)h`1i=M&uYm#tYde88gTVNAL&9~Y=&C5VsvFo>Z!)w6yMa%? zQlGr0PGD8%9W*5=3hxH^=5@)vh}#u2I3-6Tb}8>IK4xIB4UO*box#~d?Zxg}aY6ZL zWceJWvR|bJXn=f1!>|hvPzu{HDyJgvgob*dRH0QI%^MjR$qgoAL~0;_4IS&SXRap4 zO-y)j=_~Lm!E$9d&F~Inc;wNIyTiLgGdk*^2im0c?lCge)z#f5S}?P-cZ-3vi9j2~ zP@*-Ew)yO1eg0|o>Z4vZzrrjJH!Qk(4?W2N}A)q)zIE8=v;5)?Ia2@w6+NOhatG17M$Ixz) z?g1L>!5A*;LKB`KWO$jaade!Z@58(c3(?=tcA|+_1u!mN1YY!a?!6-lkvot!(4OAJ z+eyAOR0L#Rm64hG1^~hZOfeASuGTY1^18*FaW7IuWCbXQ&^O4t?xN93n_y;QBF#=p z9>vHx3?f|;*HTheK8m$S1mXi#E(djYTvKx+HpB%3JibAb0AJ=X&NU)OfVCmu_}@}| zTW7t|q7+hl7Yk$3inHIl^{)Qc387(zG;Ffaj*|Q$V zQvpbzLhBD&{~!C^To9GIgFa($ClM)n%l&3Z2MOhZWXfldF9Ld5)bZ!3AaVMnq$Ewu^W|w|LM&P3ToZLxf)bN{f z9=kx4fSUy0Ksr$OH}PqRh89XapM->jGQkI}Q0(0LT2=EhrtZ{cghHa25EXY(@z~+^ zo`gTmh1u~(S2I7M+dD-6MeOeMo8MKxI!i)uWrC)_#Wx^W;NH1&IqB`AQYS(?(h-8N zh{(R^4wYg=yh11``^YEJGz@)SEzxb5l@SwTl6RG~fjZB+Js(|H4x-2+B*Vx^*RNl} z2t(rfEqZ>%C%xB8@81t3X>M+A=(AH@0I`(fq8PxL=E^kxPXjt7aIHM*A=hXz^{1K_ zu^gI`ha8Rp`3&_kLOW@VtUX%~bjdj?FUaO=aaV$al2A`heM8 ziw4Xx>LGf@y202^ZB$ebD3G(wbLsEv(@5#`m$X1}9q+Z*LN!|92>qGZHmJ%v=_qeh z$YZDjl0}h&cY}p9oz+M8m~|fykHU~Eko&Uq^J*kkWVE)29T6?n*m%XA6QVL& zPb85dK_7}E9*?tg3kzvNwl+3c1G!s6QPvVKj0pp?;KdbXN=r+t)pSVm7z7!4twVp& z^2Z&1P>bTu z*A%%muIp>_;-aquEh>fhcb>e^MM6p{4ks_sdgT7d=r&B$`i#z@@nSB8)|GRXu#RLf zse8~8#;rjXy9sD$o>q@JwT%fSPkTm3g`0H$#yjCr&ffpt+q-iSt{)oGa%qNzFUJ6F zt-svq*C$0oo!1dE_9`I)J&K^`9Yr2i3CoRMlPn7eJa^!Vea77d1!Q$w{QV z?%lgr^THi-xgQ0y3lzM7v2LM8{r|z zzV{BxpDxRj?<-8Y&y986m^F%cW^Sr029ObB)f|Sao|Ady{|MulO5editXjMF269YO zU#5QEdg`2|r9U1-s?cax*L6}91N$5~b&4KcCB{vgcG*l#0aBvQSbuvxyZV+Mv@X#U z-9nv%s=MWzSvl%+9Lu+ml#-qW0Yj*jpz9F^o<)03)U;;fB6;NgstS<_;DR1OoP{Dw zX?N=@Rti(0H&OihF9~&;TXdtC?p{F1*pB)UeWmqDL(12_-C4Nr~R zrXVQ@LVO~#qZ+Fq6WUO(evE|D(giQn@wVVM_%wtl0?x&mf05i^is3F;p+ z{dEI0LO^8X#;dNb=+K<*az72)9+h)B7+cPR9u>gsIa=l|xw&j-Y1tOAB=8%U4PeyR z^O$=g{5hcG z_jDPBaU6OeG>sU&Klq#HQ(xhGr3LE4!H^o*V2B0V6(zTC-`)X`Lw!V}Ik^wy?<26B z0-0g@+t}G5rYkE%_SpB7mQl@U45FZJoCC@W42IQS5p^DEX*Mc*$}R)A^W&#aH#7x~ zqUMY4fuBvcvcXZ>r}#=Vik{!2J0d${U%O1KAS@VeI#FQ3dTJdMQ&i(ZaNPn=ngd2S z2>h3ym#a;EDOvqtjnaO<{)HW$v>Fi}rzF*;02m4`v(HsOkIj6PCiNQxSjD9sj~+eB za_mz9mLocx!}9VJs={Z#W&E-2eLcPzEk&TKwzjrFZ3wIAGK?#|0VKg)U5mYW?0CNw zAW$2}UAutBDdh#lE)a!kSCBcyDrLt-#Fe1ZA3y`C*SuA6=>QOs7tY8dFfC)#)5pN9 zH(-#H@Oe-uT*q;t&LLgG8`t4w1`tgGT8Mrn;~>h&Y{mh%Sq2a>S7*nz6E?`p%ZuJU z;-!1?;*TgOeqsE(0qN;BXz0M8psw%Vy?{}Sm;V0g_AWrBEzdv~lsUdQ=lH_5lLP7` zyq@HxijCEcc6gP4JeA*YYUFIs#13xmDUO34f;LnCYOnY2h1#-6s3%%5`FZUdAe&+P zCKVnY9vT^W6VbQ4s%j+}Cu>b z?U(=p!v|zAh9uU34fMgnY>Sm!+1Z7PuQ)l~RNz*d$Ao|Q8SQAb74kk&dq5Hk=*7sb z?$hsYOkRsuoA3vCb}P{ku0W@e9HI3xekt+=WK^RV6>&@O1mXtuu1UZVjVhw@ro6Cn zQn1Rj#TK`;0oW41-q5VBq0xX00A|tDs1a^a(NVK=b8m=y=zI~BRB?-s`dKz_exgRK7wG$770Hb3D>E|c(1>E$ zR=IdIT$xYnXj7F*{jSv7p?5PE{&RXs-2<~pm>R5xxvo5NFC!C^H-rycGtZVB1KQ6{ zPtiQ?@zxyBruBEWUq%h-+n^9!P91RhO$X1scj`nIfcZ_YsHmuz7OwsHl3Hd{6Vua` zz<)GJGuN|cKwsrxcRLMq37bI>q9N%`!YzT8Kxa9nAPCQqhOIP|8+wL2CayZb#}a($ z2lWgnO9&fHQ7Ay`?1a^$PzIFZV;kHQ18Nn`Q8mM<+k#K-bbvSEjl@2W9n`BOQuv62 zaN3-ccTsGUIxlP@+?p1qDuB=_(a;4Z;K10l?Jb5N**QjIV-Dsz3uqA4^Y`sjVm9bvjIZ8TEtE>Dr_BzPeGt;A)VzZ z|E|uatm6PDT@Kj#ko#`8LysB!EhFy|pR2`PZ3!6}nQ|BC7`*}l){=1xH2UtR(^sF^ z@8?@AF}F41uJtD#eZMD{nxrme>?mm!o^WjonV_Tc=a5v@9!0wC}& z`3UX6DI#naQKJ!&) z&@)29geBQCrvrIT1L|1@HjBqTPW7SLd^h6KTPthpKnR_CrQ-1#;up6-otwwr?1n4{ zBM;{>WW_emH79pwvwJH5LDaNGw$KezlRsgSJyu*7N}^quY=2t4v%=JCOmc|(78a+v z6RMLe8~N4gP{6&x*Rmh`euxNRp?%TTGx89_4O)EU@Fn2@V#O^_ov4~$`lt!mVWu01 z2=g78t`g;E7>ETt-17)?q|`>o<2f`*^vv<-mG5pziW*i)M`gJa>OgNmJUmo|Q(chi z*od|TX0PUj&hBf8=fPd7@qvJCz7}N?=!Xe`r(1;xPKv1>W$McmnS~{QFUrCgVd?x?mvf2f;B+oPUN$lRaI5yQZHdpTjV;m2H6@lTonLsPMq+;fk_;T?$jDw zf2!eu@Yw6uX&^{~vh#j2IXF2uvFaFNx#OEpf z-=?N%^HE`@C)aJjkcpfPP=0WYqmz4xCJXt`-BF|dX!>_X0)m54sqLdE;>zeMmMXSu z*Df*;LGB@f)OVCF&$F{@?1XWd7)3HQjq18)RIExkZ`dh3XprdTZL=&#Cm9ol^5@TU z6DC!x?P>a1M?1TB&)K7_hZJ-ipAZ@OB%yjeh?g`s~o7#SQ*A1!=>q;4m|s-3+r|zO01pu*g3_qlL~4 zs4$2rNdU(vLJHOsYAz?Hs-WHdN%lt=NfX)+7{|KC0O-jVB0#sGF^|vs_3V*k!lj5Nt#vc1Y z4Mjw8z(bbeANiTUSK6K26N`>M5h`EW#>vTP-)X@myZa50L6&LlCNx92p_)R7J_a@^ zJBoe#6Q~?&)(U8*5aT8S&GAiGbUv8wN}zcRM-;uYN7S}m%8Za!LDT36$V29S5T=gqWfn#lo)U=>35Ha7U}Op zC3?VhlJ9s4qr*Q$H1ebAjAHz=XP2V=WRYGs<)zI`PS%NNhmC#$uE@!~nt^u*o#8vj zOm}OhaM`fA;VmVTIBRM#u+L(H@<;uH3x?7*P^<4yY+MS=K-;zY9)nEvco-K zv^USAu@Y=-#SB~)sxKRww4L4w=^BFV)x}v+IGV2EaxYCiAt{Cun{=UIuuwA=epW4} z1t|LMtF*gbJZ(#72S?P{j}xV-QD|Gw{CreA`X+ni7{^pH`FpXGvR==@q$cx zQv>dyi#N*ae&lUQ)p!!D-OLB?zI>tZS3&_M?%C+f5R&3~#$Y#m#_2H*RjqBSDmRyd8E(D% zqln@_CA1V+rA)Djl;P{_R8-GvG`9V98?biR51+< z`z*l}j)2YQ6MB$j5PaQptw!4mm`T4r+xi-A8$Wa;w6m|=w>)sI+X6gk7NfP-EXq`I zr57~DsupojjQ1coP+y-g+Amw*pks3BQV@{bzj-1rC_FAeLZDj%w?0l7j{Nk`%R}uybk$*Q-5+Vg za+@Rif1rO4gS8whS^6VfqACn8v!}-chO)ElF z@f($hJ(UCfDY!oB;~#(3xxnQp64-*_gMNsCE=qXLvkgj=@llM@>NSIn5$b+XL>=xp^*H3HW_L0|?jE?16vQPvJeZ^Lb%H2KA z_92>Ef0rDMG(D`Wq{Os&jW#yZ6kXw0z4Na}-v?c1_a;STxIdOHXGjTl@b4_GyzAw- zy0$uK*U0kO=!el1eZ;gOT z>Gt^=H1g~w`_=51SK&K=xT+B}MebTb5sCV-;BEZ%ceQ??V(*sMu54&fE6OTD9WKab zLVd?4LN$0UxHW9gBs zwSFR|5zewk48fA2Dju&ACg!=d0K*?$t_?+3$iK%7N@MUReM*K<%Wj!VzZiQTdq9Ts za7Mw?_Y0ct9ocOf&%3Wj@Pv>^l6D=+Ekxn0Mw#T~WN=991Zq&Ni{)!=WBVA_Lv7kv3KJGv3K-32a z{zw3+S82c1*RRLu%$8g~Uq0b~t?iMv+kn_azCd*PaBU{@7U=boR00a{>kA8Ja(NI~ z66TI5s9svLF)=e6V}Qu!Xe2Xc-%H6XG?}mkEwU0MiKY!c*GkMO0j+k8j)tHck%+Pe zMb#m&hCe?fgg{P-J9hlh-e+KVXrO2~?2%lV7ml)adyblegBT=BH_7p(JqJ(;FWQr7 z`7X~8Or?oiFd-E%DNVo~cv}TPAqxLmhUoHdHoAsWz>9Crd*D5#FW1M+Dvet ziKt_@xbFeeMzjJ%kw)e$z*|gDPZP`yfR8bx6+k9*^7Di5N&TU}VyG1X3=fnR2CHmP zR31X92)+F(=sXBJg)1Xnii*{>gk~3i&&23Hit!aX;6l{vgcd|gsuGbS3rr8z%FrMQ zD=&a+ z0hcO+8?}k^lt9m~U-706&-S3VT7yw0q5(x=MI>qDZUfhlF9##O=jb?KQWOcH@-7}L zU*Mwv(!zQ%^Yi^y=*~FhT|ITtK)?SM9yhYElCb`L z;X(sG7lSd1P!1cY>Um4&R^#*X>9^I=L~T7e18G~ zlcVDI!CQe>j>!8yStOQHA31p)~yPTH0 zH%2#+N;F?y1Gi#%;a%%0d9av=ot&Ir4kiwmC;!@agR`+2|b;kvKux{pLf{ErORNJrxt&d!}UuLFY9=W%bJ zx)JiSUN#?a{m)rPm*?c=)#g^*H;g!5#8MA!-G+kaO<_7NEO3DMnHTz-9hYg<^#>0o z7cR9!S?0+M+xpeFeP8_erNmJyW5qmWJ^gTPPQch@5wTwzj^ARlND3Xvgj8g{Qxi$i z$cV=@)6xoTb@%Mm%iBt#o?$b}aWS3#`jja2P1feko0kuFq}FH#lIBT9V3>PJE@3M}o58zLjS z0#;Rgj=k43KIUhG%_*|9ry#aV$5FKV! z1kcWrw$Z#75^6RQ`y`4QJz73&DuaM)johOA>YsN3;1ZZBJ{x;#*|mw4gdO2eKrrow z`$tfreSG7zjA6`#i4%hWa`=lxqUM=LtA=&xdUltWb{}a@nCwr7k1LcIuys|Dfg&fA zM8)S$pE+}Pu(Qx3m<9-KotAeEMs;Etg`qxd>n6BeYahw63dQYSYE7$%$=(1NPf0MK zI_nX>p@dtHAWxlVJ#P6=j1x{nWDtHHREDcC5A95F+wMknBrO#Dbx!}Sz(t#t_4s7T3;(kgGQH%Aj5F(60p7*lud?sY~Z2p zRa&}CUNOMM2F4gr&z=+&Z3b^W3^a9qqBM0gX>JS`JgXs}P0=LMM4{bN@!$eeU9iyM zjs4$6851h4PbniBF2m@oMbt>;y))Gg;2Dqguiqv?3NcramoB1~Rt*To8gMz(Lk2mEg zc{F9Nyu7#fzzR01AJvyKB)_Zwu6h3y+KdCG67fmuV~QD!9I7aQj4zvIZ}`V2X}=#E zZ_!coQ|@17js}SHMhn_0hp;yv9ULj4~CD~m@dH4Wv*N&(P!*$2(Ue2Op< zT-g>U`S9O=d{@t}ts_6a0TQ$zp0j|Su)Tj(=mG!!EHmG(-75bf-~I{H!~D2f|NSrc zmv4>#ue{6a|H`}mUzCiMc#wole^Y>a^!PN%+Po7-&-Nh`(x?^{+!eH{zGI1GgU5`i zhq7~f;h$7u^_w^UUdJhPg-{#*^~bFR?BdJqjf+`*IwW`@lCky&7g7^V4$seSW9+7- z)s?ILekhC_IL&K0-fh94W!78#v?{5|Q&1*kUHNgFdRK@_Laqa;3N4Lw7=IA*P=2l> zQ3%qDEcCz>!9YYZfj}NAn<^s;5iUv;`S5}P^>Uc2 zJI#6Y_d8)XWH82P90Qe>B7vf~1)H{eoUn#UA}-mLxtKT9>|pXad4(#ik=PjWkpj4V zPU)*Zy{wP1$Qlf>snRi ztn~JDp0xXL;Qg6T3c5;*@VZ2+^kl9f*M%g)Z;ldgMgdc8&0b8>7H zO@e=szV42JPo6xfq^NiZ0qU+1<@!@27=q^~8oRJ!+50o=#BY2#Z{+5%=X<;>e zfbY-GbupW^|Gy}}GFElf)qOL`+CmG81TG-?=59$~)Kw`5L-SYT5I7K|Yiq=g-Mc%$ z>a{L3l(h;X|H^2JMlR!q;fPGv1K7kxoE@s;SBq}WdeR=0#%w(7>?%- zefrMbJ27YTk*}K^NHv-yO>39HPjqNo?2?%%eOsFK?DBhhD^GH~Xu=$(@E}6RH}me1 zba~t5SjzL7oJO7akC^hbK`7taJlh6yYL4IWlHPQjS7kHCL1Pxe#^m2psvwB;E6{YH zTi(;&YU=W>{=UBL*fTZR@xtd%pVm{w`{~i(^k|vaz`Zk8AW4duZzP<<0xHJ}j+3JF z?bnY1d`Zl4bOWD8=H%ocKdvOcSzryk2`Y-rT#!(s75TQs`Dn9>@K6GuVLhYDC$xo} z$^-^>(pyXQOrx3%joy{skj|OCY#Lw@IdQjfx!A zUNAFGXaaXxK3}{Yg=Z7Lss%!&bBkUzP*v5ZvK=~f4XZ5nc9bGq_-Pb-#ZMBeOT7uN zWe}q=vOM;g>$$aq3eeYU$6p`qj?bBfNVF(zl?3(gFa zT*iyG|1iW|F6b5Du=%VI#oKF2(GtSNp#Lo~+oWux6<>4-`&EyPt0mm6Dpd|qkIHN1 z{y$VjOP@8k{0{o zA?P!p2N*ojpiJIfz)`#XrPeZkFpt{Rs#W8!5RNgINS)so#}#R*iVo{`7d@^g!+|Gs zEVfoE-^Q=rm+H7;QPvUUTf(_jG@Gic*Mzy4YT2QE`$0!p7ct=lU7bV6Xe#XDW#Gr_ z@7=qn>wx7~RRXe#2a&lgg9!TzZ_RR&R&84_Y1QjY2os&}J8SAZqa9))|dqk?v#t&+#u8R?trBq%__K zTH3@8&ZgN6f2JDV4*c!D!crV{)`JAre4ih0y=)bc>JB6$y<}R&9ufIGJIK29dA?eK zb~KTbPmbj#@aQX85FO7Y=j5o|}f7`C1E#5BWe*FkcewM6I-uIGPaHt1HDT zEGI=3;}?11|4#?;Ph2Y*w2&VuQJ>ATkd)I)tzc_bU zN+}Mdlv2g{M**5=KRBl+_wdme%{Hm&G6nce#cDx429<0r^dyY@*YHZb>R#3_s_;_q z&IN3^bZz0k1Zpt`rOI>wtBPy8Y4ukSHnTQsu-na8$n8&B$ju2XTn1cEBHzfsnFZAe6-8HYbqYl81zO_v+pkWr(o^-%>N=- zyYe3eYrg$`%2^%u_}#ld6edffH@xjuqA?|=BOYlh1C82WxX82Z)Ym-QwW2V-7xwV{ zLi2zcES)vS#HFK8TjTx~Jyd3aR6cbd?BKF{oA^7!)d?+J;8dYY1J@U*R7;OV93DtG z#pwA&=QY-VMG%95kGvbg!?-*PN&7N%(@H{m`sgPiD>dD1HzRUWG!geuEl!*^yw`3S z)@SHL`erHpm<=VlQU9)WgRcSdv5}!8#N|pLrs0v_7&qVCt5+HK?KL<-07nA)dlBYr zq5K%N3|obknb%ZZfu}d&$^GpnW%qq~vWnWTYMMGj#H{BR?o|?Ggmou_slKa!HYdW! zun7jfH&I7g0G(Nf=H|uL0izP-mq3LG&O|sOvNS$NIF7UzG)GnrQ-}v1RM69Dqn7>r zZX`y#AnjsUL4lN=lNt}&2hc9YIN~$)?$M>q^hTg91+*6;ePtD|515t!QBDQzL1A#$ z0#Qi-_$sE<6tXlW7!-&$B9fS&wdsghp7JsUh5|fVUpmkCw{9$$0$GgH@YFf@))_a` z;W7_mgjHdS&zM^*VHq9>ff6*Qx#4_;@RbOpzi7!VxI$ucpm;zVJ9eZh6$s)FHIG-fkxV8G5DsV5aCYT8)>G?gtO zz23g$5s6Bxw6t_OsX!hh4Z*cW4Vf~?O2kpQy8FN7o|<7QstexE!J=Yl(*};9hTiA5 z%ysp|seazo-rX(6u;wE+HgVZj+q2WEvC;%??hDeU~(_xYBl#j~E#}Fb`IKo|efSy~ zKqTC}sY(l^&Bl93l=o(u-5I|h_vyQW;U~~axPndSz6b+tU?G7`YFbf7=;m|1g^ye- z#Y>#~;0h@Uq>x5w4ePsiEg2iQ`+)Qqsrrs)jZ+{aFcBE90T65P{ZV@O&+)y!Ra0Q{ zicCgKpWy@w)F9$_y!xaZ=LAOPE+d9D?KWK@A3`HM@nzvol%$%YhJ60;!Gt^{0(B~G zpmOQc05}FRgcH7Gc-}C;S{5mIy?5}R@4Le|;>M^({x_ml#Y2-sBx5~cCbK-7ROcez zF5CF_c>^u|xxQlgqnv{K8vZ_-1KwD+ZNNVt6EdW}*pmGvgOTh_ zvSd|dkeK5m%;rN)!}YEqzmVV#l6cR~-GbJqB&Vf&6W?D^TB+vZ83JADSm&@gX@4lR zW9p0x_OyF-x!tYX{c8j!z12TgDzAQw1tp3t+P9}s#YOmtcF1*5P}G@heW_buyVFe5#)f1q zes=c9_@xJ!pnJcMxio5t{pFmMY(SAI15auYgb~blYB@U>>ArXsHBuU6I-3tfFzL*i zVl5#{6l&M5{QxmEu`7jSI)f1z&;9D7NBxKUkc4JnOd?VVss1kd9n;1tHq967*}Iaq4?6!iu`;j>#gXs? z_{G&z$)+|)M{T*8yU=5V14W6BT3#RKf^?Khy(RHNH8m-lbk zhv|Mcx!ztS>k!i>Fx%(S83LrGMwO(X2|xNd<}Z)x>D(^qeQj-Rg=9`=`;=lB*XRT1 zdOj261pcqHdmYV7UAI3BeEa9=;M6FB(?Cnh1~?uEeg2H=#vOb!X&^>jxcjm z@BaAC(i!AJ_$*_}cfNHy>4jx-#*fWwKKZHRs$F&a!7k(b_iL%RI=3eSdDiXcAc!Un z;HPuJ!EM1(qWi9_;sIya>wWaDnO(a}n|IgKQ}LKH>xhbnRJ3n?*%KwN&FL34 z;4}u*t+tVV4*{9vOuezQmD=w^4K`GK>ATZV2NWhMCPj<#awnTF+45$xc{3ikxSmTZ z!A&dR8_IxC+BVmTNPFQu8WKF&pfZXNU{@m0v zPFc17qO*u!s$eXXPmE+u0qC(~73Tq&bh`{&&K#{n{Ab6wt-JQS+`k7gF6nE-4kJv& z`x+FMkouG$ybJ~{J&g*%N{$3I=&&XR+&JsWnlSeoxULL15OMybe!-xdwGQTxc;~|dDUL5JZ#VK)QBm99{zs)ie+W3s)kl z=iN=(k<>+P+QY1pvRXhuLV6+rL%;7GdZ+~(N>GC+9{jpT16~G?BKP?9U$l7X(k6Wj zZ6;by**Pq9S;@1SxBz#K{RYnS^yK}UF1JrI#TeFSIf2ME`8{w~QqAG}wvYVox^yXg zlZ~lSe5m^NgImmdW$yLTjx0x4my}h7*Ps1zW=NZ;AIqrR&h$UallZSTQautYMq{obN~6>W@Y5i zX7){G| z>CHG<7NgC-VEWt0L{`Sck5prkMzW0Lu{QBk|0K4X{FdV0u2Tf6(5mok|B>0Q3!-mf z;M=l@*i2nm7Yt*g$jBH%0Em{deEM4T-Gsei-SY$_rN17`Fy{{3n&#P|zec2 zz_)Ah%TjApWmfex@fO)g6WvmgGxl5UAwNF7bOI-7sTCmJN}1fU|4J_+MO#fxP1E=t z4_7_mQE_ZsHr(hdhQ-27Y>N`A=uaAZbDl9BNG%AM5RpUEQ>CN>z)~5KKd^tF&2{Y4 zZ;A_t=lj&_2mKEiubx^|q{Out4kpnMa3+yvgoQh8L4+E?bVwvO`EbcLPjX;QM{}eQ z*R9;WODeHj=KVmfc$EQT$}P{PKjBlPvd1VLZ?pyg1ZFU-uBrA0kycMlb7m5iKJP09{USoOIE>eVG!uNAv90*Pv29-9>u zd*ZDJ5nK=`C8<*z`+tfA4b)ls^_NIceuatIGAocL%P38TRb(>zmz&qET?@@y!yU=Z zV7;mX5?~pqh&zpX*}}zQ5-{qg#ivc1H)m>(BBgEkD4jB$M01xMKbui_p!l}B{&n8* z4oj|IFKazseaOP)ExuhIl~**|wAcM{A^4g}3OYBv9n-Ag>QiDJp`gspI^Ib3BaqCb z;-N-L1QC+eJtDFK)=kFX`VRewXQx(BUhY!tNZ&7i0X!*Y!Duw9%9k-f8G{l48;4*r z%U%OS8oe9VFEscTK00%8z=Ju_N1o-`({=Fnn9exQpd*2VqDVF7`k-?|79-GQB*6E& zxpMoiI3PVQ z$jS75szXMLxqO>rY(Y{GT?coDtlvUlZ{9pHlP~y_+QEZC z#<_C~n48+pY&A%H&)2W70?B7qpM^1R{Bzie5dOtKN1#YWy>U`lNXXHP`5oh5TI{hK zI=)~cpc7T>um^Dq2#q=WR0sJsLA84K7Y=a)@G$Czj~h|e{B7maH=_;kl@UOP<7Zm0 z3Vug+Fx#mRMKrpKZB8^^(_H$Eb6Hn4By4u&Ls=m$9iXnOVhbo!T5hw`tUpfl5idQz zl)_mhPTh?63Y!X_mRn>(myMVWqiczkZ*I{m1(2gsd!X3Q%j8A~owJQzZH z?HW)R1I)EG99v3~la5l9FtW85|ogqWK2K#69m{J@?UV&D{>||O| z^<}c0{QRZRpgAU+c;>SVBdHkYySlDnY$Q`1NXE0rcO6urTK#VFbMT1{c^22Lb~*32 z8MVLYdgO%kxz+ki(ZDO0$`?0~JY)`Q}#VwVh1A?sW)b*%6M zrbv|4F&>|8&cPYPCZfKYTD!R?P?I?cyh_uDFF<`hALn+hi0@6RsE}dC@899)rELs~ zyf32Q+06Yt+vgvl$2fk|M03)~Hh#mp&oT7_xRGUf6^o_j*7w^LhpIx*E0-zQRX?V< zodSeIYhRUKuUBH@!5l%kJa|I3a&6O2@%-9;JY((JvMPg47uhTnm~pIP+H# ziiy!bqbTwH#0coO! zYy~+{88Ujj0SJUl5b2L0qaOS78vs-*z#FSR9f!8r@oZQ>hh1BQ9mb_~UU@J&dSS%9 zjpXi~BPZS%_1aPq67E0MjTUkL6Lq7kVVpRnoXpp>$LxA&tc7nUHmd|-IArZ%8g`6$ zJx!Jl*2`?SVgyyYOawID*IJMf&K$R%JN$ntahxKpE)XyYt9?Y5apX9Ir?-rAdU@~L z>2jsE$=k*BSnV!nf9V}(g|}<-zRT*Fl+_vkZKFq=)7T+HYS7(#d29y)dx$c-AAH_!D@k zv6e53!javg@#ZW>V=nLd4S*GZPMf z--NC6_Wnhm!22pI3>U`TRJQwfu$e^jdnbI7f$NH`GLHonWhx>TZ$E#Q&l3xd{O`$! zN#5vx*m7qI@;0V-o>k_Yo)jb5rRNSDIIyAT$n-8%Lee7&D-XiHUoQt#K=5fBSIG+vDF z1$m=v6`dr8zVn64VM-s=uneD|N&NzG4Ar~eY-p-G3DoQT*!3>@@`ICs;-c-HaDCvp30=XiW#e@ zbeZf`_H1bIEP9*UiWSa{#_rdvnCHEi3G>vlw~G01(>knmTPdMalFbKIg#gnbPyNj3bargF%-w=>&kF3XjL;Ju=G0E|ap5Mq~ z&zEsO&-F5{WpCghnD>_0cCFi_&U;pUb;%@SM`=Kxt{8u!`@J0_2aY6~fIW)!l9Wm& zW%g<#ErT^!rVG5o<}}LxjXE-sqjb{=L}oK=O4@`vyDk$>KNHgXQ@BzPdJ+H(LgGDU3Op4@+e* zVed@b)`*AaTuoO7y46;l5;OGYfN3BDsfIKIwbC;OsX`kY@E1J)0=*EoXKO~BlZKX- z%Y9$$6+seIOeXI=b`wgz9wD_NnIx@%bI1Oyzhkzz#&tfY)F@+zCy!?FAJgTux@+}6Nf=J|h`TTW#T zU|4)qs)|L6?wyO^npE0;FlH7-t45%?neQ~-@j;Uxo~ApFDSxHYCeQLtLV~8bf%d}( z55|z(lvjBpB#r9$4TJ|mO3vAOV(ZCBi!7~vL__Jj2;LkNra!`FPhuvzxl2i+qv|zj$7pWmi-V z0o^811nAa%25$lG@22;3r{QP%3q}PsT1m*w?QL3ZT%SID*ugaKy;X3(ojvU%7A*~ESf z-iflFGOqw&j3aqjJFl9x`pA@S9y1HJ2^Ya;fpE!rCXN>;;CwpJCBAk1pn2Gol`eIQ zx?D_-)+rx5h1s%M@Zc?qLSHvFZi_f!CcRm_X;tOfM6vM?BAO~tCIZ6^&GI!^u%M!D zdAMWVOk1R>r7Z07O)f>lCft_L6kgg!B3PyC=wDhu4}@5!pzzwYw`|l@m@VSEyTuMi zVpVZnST=`}`RRRasE_xLN3bKjerB!P> zoQS6k{M3IgVNb2@)Qe3ODHZ2F+%qLg*HGA-FtL>c-Yx6$t~S$}H*2=J!Up*u2SuC= z4!rcw5q+YBN_NbEW1`uHMZk19P z1UM8OJeG zBEDm}%f-@s_)=pgY$eO2LZ?6>q=a^MCBVIqLWRo-#BgQjE8JhTO~qo1#<$Xpc<(2pbEB~`6b#cQ)sijR75ui!FfocCs4 z9XsetGfgrl#pMDkgXj+7Ow`2MQ}$K?)UBm+lZ7te z?=u+DKdtMHFvb1W^Nt~i^I(q2+*ZtqU*8Yk%+(TKa+%D_P=*7Atf~_HQrof#ukDR8!hZ8y-7L@dybi&dbU%x&?%sV-1gLtQ0JP zrGbSsp?0=SsyF%bF)6wgNZLluB|Bx+_wGk$y9Tl=T6E?qcBtu&PCDC#Vh*eJbxhAI z=JV5Z-!uGFGOVklMz;HI#Wn$b`(DGq!nn$((2M`JuCD$y>P*4DRA)5EWg4>U5dPs~ zz+N00YjzkF;3d!}|49Md9bJry$+tQaNB%$VdUP#MValrWF#jhR5kcAf-SIccAyQZoaUh_^N6CY-X>;wCFr_v? zmI?iQqa&D^F8kJ~)`SH4xUkSujJsi_%f47bnUAojF>Ihio`Auy!L7^YW+9#Ag0KOI z1$wf02!^<192s8sn)9au36g|3=V4qUQ0j>(XHTELBG!gN`)157H=ZZ-2Um^ddQUk} z5Nhgj9c%J+%3h;|Gk13mWh^2_eafq^AB6i#|KOLsWa-lMFIFRt^V96`GWhWMa}wl$ zyL3x95>?1mxsqsrCHMSg`zHe^VXGDt>h%bD;14}0PUu@&`A zzIF3&bJN-PX4*_{)hbXoMNmT!*71&0-oAOWp668y_Qx>0>%aPZ2M&-^=bOwS4yZ>= zK6Ma8#n#9{FnWx{h6bm*L5Ol@duMF?C;p7&D9hhwdGCI*^-zuw; zAJd6Ly9-Kw4L&}Vc|NM7_4hxgIri~B19Q7XOe|{gZVrpLrmkC0lkNE;b@kE{Wd}!N zuPL00lJW~s1#Oa-rbdL`7=Cxzn4f*7W#OZ_ zpw@ZfI4PM8*^1+roDHw`+exd;Sw|sFUFGgB9B19e z_R~aFm$cNB=*$l(*uwdO4}{u{(vjTt~0%SLP-=+h2FU%d{Stc+W-d+ zgAB-Qo%~haXj14tWPLIS=C;q^a$%S zH5NzmxJ8bOUf-)p(qGFWgV>@X^n6HQn=p$>LiaABYJgX0ELT_>2yMN7j$4JZy=~$l_?3!+gh9+wgcpHt(t?YheJ_$r zr_(+v9u%oBUY1W9%cYP-+>&gd6JWtCN_ZLIvAdemFl^C@A%mdlds7HMo9emHgbM2~ z;tANLtVjqy8@TgEn)n!X7B4{%%u^^(1-_u$-@qFnCV=EkSx#-culP+yW@aKC`(3ON zX~QeQJ6iUwq&<^k(H+P*hnJgavDueEn@9+BMSdd-66BMRuh-?nJbP6Ffh_PFY;$kX z-42X47|k{(R3!nMvirr8!`PZS2wKO{38&l0CPZOaLL_qx5MUKpZGtR+Y|(o?*F)NS zX{(t|J|Uh{bpSWz?JI0P*Z zqMs~fJy@Wt-@v;H8CTZ(O2f#7LQLM*1jrC?UZENZAB+B$eWaNdX$$gY&hQ)1vn4?a zB}GW5v=Z{2nRo~*0VV?E&V#|u{z&e5*%gbNO-)_tDunHf*na?{Avqs@b{VLWgQ*jw z0~8H2XIpm5uroq%kC=xmaQK2-lZMCla16bb@oEVVS|7yJ|t-s>FCNrwvfok zy2r+)5~qd}l&*266$QbB$Jw)A4I-H7RsAjToKdlHtL zF*;CWSuRz^i)PtA|E3WAOGYZ0AKlLOC-a2n+_UG8!97LZ`S+hx<8xIT$v5^Ew=J33 zz&hhd{<@#_&#ir_P4=p6lyA=h@gMW1RQ>zQ`Df6|&FcUE*c4~d28PCo>6o@N!BSCP zzH*&gmv=Ou6*;8`D`dJ={=+l0|8el};nqaX#SO-WHJr~~=)UOozaGtB|K_#>Wfz6@ zq6TRuS{6UI&8f7N4=`c;YZo6Z&+1CWw#DiHK^N>svoYulyrKQ=#Io?mTM*C}Jh?bH6VQO_?Crw^STJZA!f>J@1Q8tXa_KCN|kf^Fo{ zyML~jr;@a`Qm;2=S1PqRI$b5?t=q51XFqnCJEKYC0hf%kW3qd`3;1}`Xn0im?VJ7! z|8dg27I;+tPv`G{@xhnT^a2V(XrhIcLq1UBX*~A(&h~ra-tosjH~+miR5reBTm1Fw z#t|JdOLZok(xfhwtzJ?w*d$+A{i{Ew3bF?I&p-c6V0SU~5~~eVMK#ZZtLO|yjPQLe zu1n6%7P(>C{^DsE&%nMZu7Qw9Dwb3;!G{niJ0GZS`-sKw8-@Xq`)AjiHq6-DE2@C5 z5wM^+a!ggSDnIHF357ZD)FU550(zq$5RLzvH>#+Um}w?b1rxY$MZF{L3VcR!(PWzY z=SH;}>()RsqSke4b8dJFd2olXZ;15@G%P-ltYjIU`1-RzXV`9CZ?R!uo5eY|k4JKs zlXIl-rx0I*&ODe}Om^?E&;Y@cDsLo3WzmDJ48WdTcz@ZHfvb#&VuHyv48Hq3TX25r z4;E(zxYsfoF8v7s)C@~&vAV2OwU&hSrtB=E`3YSZKr)%m&xN8;4N~b04Bp88@)447 z=>50_=bMvXlb~FYF>7-}q#}WDg9W1o&R^d2=k__(cuDJ~G#oj4bPAv;js+cJ!Wdoh zva8CB<;Ym{!OQD?i>cz|HfN?>hJsi{@@zTdxwp%3wq; z7O`_|)U?MalGagJT>kZQ1uX|#Jg3%<1`jj3mtd%&mR7W9kb5S%92bW1uct7hSJR!)EiD#5qs@Xyx`^}9AaZ)NPu5AB?)9-*85{3a zQtM+&ch$gww=F428}Y5On1$sD-J!4`#XQGXcj!t$t`tF* z1a&>z^{`L>$8Fn! zys(|o>+4}C**WtTxMZ9+&u$YT!W&-6@VFz6?2ha?no;-!_SV!^WUrx5E90pFOlsu+ z^6$%E-r@P!y&J1KJ$%gJwd`+P3yakQE^lK**g`iC;*R(JJk(9u8e4QYH^LiGV-wMM zs4LX!&Ips+%PJ7TKVjmBzTXMN<;4JP^4o?Mqx8O7jOrHY&@~d1rr~e5->?s20un@z zm80SDk{$Krm{G3EA9uAz$V;|&qkSbav{tJ=SlAeBQW5AMVXDch<8V+}^-lgVv-gHJ&C1&@X%Bjq#+7j`Q?5SBDq| zXC$S=2s!%Z7mB>7AMFlbrLPaEeGJ~0bQ1nwm~juOYs4C;qwZH1!t0dT0J&&zfva#~ zj)l{TYoxLNaF~t(W?DNCT%JBzVszvxSkNF5h4I_;xDQkv$UDaQop$+RZrFRg{6pW1 zsO|Wrgzs>VEhzMlU4r$dv2Cbt_TI1BXWey-hSzA#P0)&Qcy@hW&v}?t;|H^P`+O%>D~v z;(CQoi=V2~og4G-PxaEW;(_o~hSPixjEe{>>Nm(?!THG==VSwwxR`HofG3vqyt!#% z&q70)S4^5ot!wGe(DwDc6kfxy=+{8B-j(NTr$|}Q@W|+>aR+;kbUR*5>pA2-Pv+jC zw*^Y`Hb1!Z=)ZapukwNFhW3tB?=@#{uKuf6uY$P#yh->w-M^x<4_^1c-dm4s-bc>6 zw|s!LxYPvUGg0aKUX}3=)n3aN(B4(@5V>t~?Zgd-Rz_$vXb==N?OUbS=(a=jZUb+G zE&wLAj)>W#9mX4L;O=BJ{H`b?Xzvci`jp&!_ZucrfD=5JBUGN**som#H zO}niGaM33nk48Xo;PuMuW87{%d^p7^4G~O_WQ&8RhwQQ0A%%>J$r;8aHCpqAEzmVc zKHGGSSIGfHNW=2@RWrVT>4(0h`(AmkSN-~TQ^f5;=JEnq0&&0-#y8CeP(tKO@IS35 zr89ri_t#C^6BZUW?ghgFi22lJiA3kP6YwCTeL>v5eGWQd+&Mwiyzfm=(bi9Swngx-E_*NMc$Pa(t~Al z&=tQQaVxvLw*PFSemv03EO0;Mi=la35vR1K>gr-!rFih(p>%z+kP>CcM^e+wn^DdW8Hl1x0&RG~%&^XzHa}24up)VjtM5Dwo$S9J$MC!NPd=5> zG%0D2-K51^cJ1ol$=)wob%0SyW1vH4o5CN|u($3P_a7YSS1=(xN55b`kFK%skMona%IXeaL&XEcP)b%-TAM(v5nEaNH48yU{)7!xtsNK6yuQE?+- z1PWMtIj&%mju(UpQqCxPD_Ro`ljJ#bH*GFR6-2&Hhc2v&5I{4SnB#uDe`tW;0Yf@~ z0Tmmo+4!}ATGwN+PFoFIv|V{I}Flx%OX1wik-V~p#WNd zlRR80$Tf6(ulO=2Mo%U=y!J{aySqn2Cu${90N$orKc!N>4JhFS~#Uq zPTDNDv<1v_O0%EkR>u<>u<*Mn4E!HO;yNUP4#>(+VIB>}Ur8K286CfFWDL6@H5}pX zAm(VXdHVu?AC5a*{Ls)^aLZzLGeFm-Bax{XFZAW&0O$h4@@!g!(YR;CUQSW*fJrgj z{dG=sSn4XyI0ZOaH0vEshSvxHp_cCmk%BBUJasMoFoP#y_C6N!aSKYbYTI20SZ8iA z2KAJcJed0&9UJzCNNB`@1yUM(uWLd|!weLsp&7(u|C!6%w<)t+>15QYkL&t+c;h)9 z(Yn{jHEPpguZ6sWa|$7|nK_;kO3A3`vpTm^*7$53&G}!)u1sMEq>z>FCClOn`k}1? z8M6Y9;f=<}eI;)My}lo9o>SD2ta$a}?h9@so20IrPT27zlW5X{j`io;3%{C|pDZh- z7%9!lop=4BRp_urGB+mITt&erI~QjpZV>AfF|cA}-M+Jb7FD^h>g@8V8a=RpR1{)q zH5PK~_OBCkF$p}cB!S>Ch8FhKct~s*@H7`u4yi%rwcP0wC#O-buZM&(Ji1kl)*?j| zV<@OXVjm>LH{y~CuFvV40Y@!*5vb@c>Y60i%tOS{<8~K2jJBES#gwb9v+Ggk%-w6u zcr?Z=KzPMw#W!X@(Plu&c%S#>o&e0Z{lfs;TN<<5DSD!b{Uyx!%zY$V!^n&I$s#0E* zVuDxk&$6Pff{KXK5BE;?uJe?Jyx0xCd&khrYCnaz)FsqoN)O{JHIy!0y0A~^D%}-D zmWO!%kOf7YDFBHu`QX+hb0Ejxc4NDXTHwUn`ilY{yy?E(byUbXbwfzjTcWR2Qh(u3 z=hI1MG&rx&AKO9@&ro$?1AwqW8I&E5T}9`nqF`{7K+roDdlT(n$bge3&(pgblo4f4 zS45di&yo@g=82d^=?X3Z8&(8@T*@S}ornvC@W`5&x27vL+;kSbJJEtAN(K}v6^IRj z6&j-IB4!c`3dznS*%5&sH_G#ty#4Os{_aOJwAKKtm8f&U=zC@W7&wJhkAyfW{s6*5 znYhAoK#etb?u-%7+|t)4BD>9fVCdMZ3U-F^j5a#-(-Zfv1EX^9F*ZZH)^BKkc8*dy z4d}ARj^AFV+;reTQjd<`kL^z#wFV`lK!1 z>~{c9U+O+(yPm_b*kkjJ9V&pcdqO-t6F$7lIMpS%)2GH1XxBZO^}>*<3X0AC9^qdh ziQRiNd+fnVKcHTUO9#VdF4IOD7iq`EaZKcEGF?$lL1Y_|xvR*Q;)aH^n!@l@c$5>< z@KdaZp@+o^S0lzgLhCmE^?g^c|3@#c{tkaX`;XkP5UtnP@~)*RbJXp_o*vm;k1M+g zU5*8*T8dCHJrEyNoRJli<;#0BED3nEa15PpC7Dtwa(=rlc{71Yj?9>l$OvmkY*$`A z&@~|O_%_*_y&y6@uI$5u`9xx&4q0IQ0x|8%jT<#ldR!y$DE0w+*v~$w{npkWb9pOI zp)U{s;O$Ss$x}M3`^#6wK@8zzwZPVNPHd=GXbo)QTb;{Wt+m+^Ys9cjQ&bReh`BfU za3Dc%2Ti19KH8v1j~Fw))PG`XX}1)&=T9LMiW)0S z$#%aroY$4JaEjI?YV10Y--l2 zlLXRbadDZe0Hc%#vW%sNa{zM>4fe1~V)UzHwNR(v>tn0dQoGLCc`r3~M-VrP36xukmlQv@PBxO2i67sFiih#8|B>(#*9B{D)6#EM< z!&BfAVIkqEJfEGQ%iP?a@Z{x5!|7>#>$s`er}p3OE!ce+LVDnjA3s8!4-@$Rgh6<} z%%<}VL&jSjg_*}tJKXXJlqP{%1>2!!9zZPxAPF@+-Bg&C)!K(1*$WwcedaZ_bY500x_7^}(}5OAO*YC&<% zpjDAIP8i4QKr1P}WsrZgpSe2;h5=`FO}obT=}U`#oUd0{^^b(ssamzvw8d|tVz~{# zkc$0?f+HP=>WB*<7cYhDHXlKkARH49R=(b}#d6-e$u51USAA@^*egc8cZ?a)(`nwk z!0@t7--~&(M--KIz&(VRsG=--o7+fe^vCjIoUKK!smx~(DAw<=Y^Xgl($dm~7Zqot zaOa_;JF>07A*Zn-16a68tX`ov#H}J|vC{|GHp7js^Tjer=3N&{X!OFe9zi5? zqQq4aIC~)dyIaEGI=drLAP^ zt($fj{7S{-tx-(x^I2ML+L+o+O}o^;XxRDDLc{{X>alx# z-}N2$q-Aw6b@00Qg$3}B!E1O&;c;~nMi`0r3PTT0<;&cdPGTlZgQ$r|4A|B+h7aA7 zWbfPu?Bs+Az?zSH-=Z~Boh6Xeg`Z!8FI0r&R5U)D*d$&bOY_~eE}aEbSQkrZDA7tf z)W}6^LN0`bp~p|`Ev}|e(rDf473`Sc4X2xqr3w*9%;MhL!C!5{duWcg9q&oEd5`+y z04|%P820U$=|iV`V4V4$96N4;9%h4zdSxFmJ6M{xU@Tf=F>0Vyn5gm0x5c+hwDzsm zF$aNTq+&8L*J2l(rdO4Y+Nuwlg4f`1>dqH*N*S?TQq(csi=C5GNwXm61;u!%&8RG* zReFyPR(X01xY%Wg71fy+;MZjVL@x~rSl`#qL3=xzci81PrKKHKWEq~b+|#KQ z`d24kq>gItKVtW>g9`#q+G?lV4NZqeKM?j{@t3!gXuIsldXV5|?Ebu{ILmt4&^$!X z8fgei>NESeMr|gXDq#SKj~6J-X6_`S<`FuRc&@s54Z62!qu=9s&&203Z^mrhpQY#f z)w#F9&7o5n6C`rL6h(@ALi)Xy!7NFYjHB33&U--1bf&A0PA$kH2Fm08^DbWjnL+Q_ z%Wu!X5hHv)9ciTB6KS?dB_j~d4`xfrE zVW^U3Pjz}iSZ)WF!#%xllTur&&^y0B)%T4u~hJhjA!xxiW#$84gWh{pY`(gzt zkN?!%xz}9ST)@CY{JUr+DhLtOxG-zh(58$VrI)rXg2%Fv;*!yY9pb{}Syh#~b?f>$ zwDp^Yyt8+bE4!x0y(bKn^5VMDf6=O%P>o#ks^7bxUht?<|DQM;C?k5TZ)XE!me=>W);{+9PEMRy= z;U&A!$9L&c>p!qa+{!ZCP<-EFfp~I!0r3H0i6_~#r z{)Fg~v0~Flr=W{hRSeC(`IgjGb1}B+(GhImO!#~6HgwUGQ?=Tp4mW-!%G!)2aA=|* zHcrwX2geB+o0e=ug6UJ~dQ+dEw;fkjsJoXv{b9L>Eb)y4^+Ohbq$>F>%O`G|D()s(aU;dr9)#^U+MkL`vMnR-$?YNWaQ^e4+z zdma<;A|?Q5-h+$&IQI5pz3WY19y|2*!I)+)ZX>@n?|NdPX_DKMji0F}D}pC`#fE7u zr7qb%bMPI9V|A()HuGiN(|t~5Z?Efza98U%^2d1+$DCVh7eKmG)U|YsjCL$^bsfOe zRk6RhG8!%s-OqJ2^_u2N_Z(pHtI&%qG?v}zY?;dtKFji;5kBvCcdH`2xlHEXN zlBtgtPwZeS{B1>cISz|{a`Yo<7FtyIu`Ni8x59j*8PSJmeOZcCF|R+y6_Tr_%Y_RU zPP}2&SoEhc8;|twl%l7vKakEUYd5`s?AihyR#6bgv@iSe_JrQdCG@ewa+eSptb8b$ zht!?)sVKWHydsN9@9aK%dubbVi!9WQEcC_P33K$ings*Q3)=_z@;(TEMpiNS7pnGr zZSR*20j;h3bEZ=h?K;*SW!c|A7nb6En;VU~RxQj)@%uH`%&nrQYR$+R>_$Za5US4X zQc0jB?zZUV9o;>?)Pppb(_t3$hV@% z*0kGa35_7J=lulky_QQ+xmjV@z0qxgwjG92pYeDnD9sa!I~@nvwBk7bI>h~>Q8#zR z#~XvU^FJ6>SuJOwRL^kBh0AqlXCU>hI6V^7n@iIZ5!g7e0S}Bz%Qgpz7^HGvDg)n?u5W zs4@B527N>>A5COsg@SQ9Q&3A>lhuT8Mol$9?3Qp-5)CX3yJ)oG{=qWc2#xV6L=Z*4 zTK@bk)1gDihBrfY1F&V%n_oAGc0kzZ1oi587sK&r3r0m9Gl&WVn)W(Si#d1%0{x3! z3;MRu!cGf(-p=K z;=Ic!iTgK z44IO3WL0rwlXZKrQ}qB!2}2FQ7}!(S3^h<4O}m6NY!jjuivc^s`+~Fit4xs_G2>b* z9C|1y%RW3-S@rA3Qb)HTyg0{0$D$bS%s{45Zy?Gs4YW}LS^|LgYdEYOH%Z?0mAC%>zG!aVxR%-^_A7K@;`%JT#ZmOm z9C%#HH-Nj^(p<P7NdWWeiaZDEL?^6hr0P)1Mo|85H zg8iw(09(w6vp=Of*Wyr{E?RWv)4U|r{wB$Z4N{}yAfnV0DU`R+u7m+e#hXGke)o*y zSRdqOU~?4QNm7hg{|1q%CV@4^<%Z+b%KFvHgbxdf_o1X@=Wa0{7biy<7>KHZVOEvx zu5ZsXOVBWG6*PKNH%$Oa6%#Du)b(}m&boq)r*h|;!@PN2x3)4q*iklmVJ`1~TaTpC ziMC>~Qy?spaofBW0d8KqXkHCx15JtDgW)Ws+iKFHA18f3UI+{f zOkGtNza!TA@IcS?m}fkCo91Zj{VC~zdEh1*uo|cVw&Y*n?Px>s?=q$E{Sp^9P3TGj z1QvZQhX-V~e0f}M8Ep0C2iiKN_N+yg3gU2S6s6khi=rcDvEN6}h^|TRchtp8-HU`Y z(I$3{@$-2r71HvX*J0arjdWRwTcsG`6;v%r1;7mB7R zyfRnB%?H7p#3WqmS-4t{*{DMvX^nd@$4PWzP>en4hvY&j`j@|=P}v~aOvG@-8Dmpr zCrBN#f|)Lm6(v)uGk5Cdeoz$k?Fc>tO^VcUHtk3%riHF4jAo_JjI(qgr~A-4V}j! z+$6-xW7YR!a~@C6G(&Ni0FiIpb*c~1SDgDzl1I!F!4s-U)#a;Bj6$0j(%zE1EBl#c z8LZ{y;}FcG3>!UqG+mzamYx{;iE{*>U=Bb=aAs5}bgf`QOjE=8nhRUjch}pSUD6@4 zqhLSaaurTb5mPqfp(tUI_$1htyjQ$4SFTrWW52?v2i zyG&-P&{>jrGPbu;u{gM^X6yBb*Mb+c)z@!;zA)onGR)7wP84^P-p~7$>4uY`IUrRP zasHxDyI#<^zQwA92QYf4HF(|+#$-mfuMi{lv=i!tdb?VbsrB8haJGU~0N=5CzA(rC z{^KBZB!9Gb(R9O8tEX^|KJ=Yi=kHJ8pB6u7?aZ!&nivT1E3-Qyujmn)vSd?9xO=xg zapPve?tgqi{le9B9KsrAa+m~ROaIbY&ITt~bK6Au@ZWzvy?WeWocu?-j^mEj6G{QU z*EpGTvB5!}2fZrtZe|}KAI^2aKHyNd5?(>zP{@<>^&=-k+zpv)g-ldK=DzWnFH!>EbNl4GOb$ z*Lu8En%mhGjJSbM^uPbnHrA&#AubQF^>5lP^_PWeg7hj}z&h&t_{H;Sj;kmYXT$dQ z*;wx;-yO0ML7#s7-kJk|+rYEi%bj1Q%p%1>^PLOuCw3eKRYd1$*t=h*TLbd10M z3^CwR1onUrsO{4yok;M#h%>kkld9j3c*m=-84h>@z-K}D2ifCJ;hIl`v&{7 zUC=gs1phOyyCua$oh1R>Hc>R*zJ2?z2m{UAm3IDs9qOzZ^!qY#gllYZ$V5e;beZcB zyQ5B0@oWQdu|=ybE}|H$w?42sX7=5IVZF3di#}SK7uWOd68Wa@biEl@*N@Nx!T-FK z*^S`2L-k6^D|a#OW(M zxKF(ts@vz1S|`1g@Uwh`$(x2T7ZytnC7nbPiY9@cv{!!efz)Em&Sz2z69Fyt&_>g2 zbsD>2I0OPl#)s)c5i&NACS%sDS)tVgr|sr8mn&?3g7ZM=!gFeqX;*b?SDxZS^sL&T zSk2%Vh+UOrM;YjfgrQ-~?%i)6i$)9kc3ATYgMZS(C0kMk!Rmhd*pU0z?{urIyLa!N z0#867G%L4bn>O1JB*CLKSZ?>~H9I1BLAcCV9|O z|4N5vRs^*pg_Kde*0=BVn}y5eNlG|1OPZ9fgHPW!Ym?DGg1gmr4NY7#6mYHS2dM@Y zQ}NBeXx#!app)}eYzj*Naa&JVw&@3*x@g|yxggwNXraaV%hXVv)RyY)&pVtigL`@P zeVA6VN#I=>*T^4f%iraB7+IgnasAJH$I)vyS9^*Cn!z&3>?^0 zSef8yha?+Zf_G_8%nN!gVAe~cSJ98)#>%T0Bb@U$g0mWH! zn!{u^N9DVjD^{#HY=u`~H=TJyN!5-yJY;rYBO02>*nOB0(#njQZ77NOg)~8k8j-}%Vqd_$C=we^H!a)nUXo0W zv#_y3&Nq&<$;iIMVoAw-J3alU_yzJ;;^9~9`;4wVW<^E=YF42G_<^1jX_EHMmLioi znfx~)@jbIg_70qBNMY!<@ADym+CZM1%4u$ku3{u4>kS1YE zO>swI`RP1v(Is6V-Acl~aM?14W*3)6o+d)F$r2&mwrv9iubBdB+$;j91OcGQmFcMv z4E1VPrc{1v`ky=`Hm@)aE1D>ll2%U5)q%DSr7@NB!qJn$`C!umg0vZXX;%H_FV29l z893VcZM74C6V<2&ivQ$AwCT}fC~v(YVPK`wYn>E(s`Yk?9blyYz=gu&C%F)K@uL?>TyZQOLw;q3go73R#mp73(<&WCz6^ zpcXv@Xu5ko+tY&g&*n5)3>z?+}33Jcvh3p+T z8GF(laj2(|Mmbf4V2alCMiOq2tK;8GhLQ-QsA$cSZp%CI{c<`aWDiTp$~Tz`4~{2Z zp+X0#3gLO?(^0+@M_X=2G=}3Br!BUMH*1Y{ zzwMKNb)?e!8wkK7Qbm2#xjZE9SfLP%i%6^I$)+(Y4r-+40N2erIewc#9i9y=a%~mk zVOM2(`KbL%M|I|+mX~R@RkVphsosDZJpHL@HMD$Z?uaSC&Q%}wMsn2e0;FlEkhwCT zE5&(HI+YkI{viQqyRA2yeU&D-Z(j*>!GF-Md9EING>N()xC~q`%(cNa3?py-g^jbee zPrX2c6vKgLINBzJ$dRcrF%Q6!IMsuLi$YJImWggtF`nU2TNAU-$sw2VCOvdqny3_A znuKQCBt>*^=oNh8vbDI9zLT$~xB*uCD1Oayk7V!r%Z97H=sm8o=B1)r?NX%Z%Idxb zWffBqptC#pFDFG~h1|k$6n_%bCfW+ru1hc}kv?g%KTl@52uP;x+ni^c#HneVBE3AG z20etQi@fXJ!d3c*|~@2W-sN!Cc#HS^%V7(#ib@rSZ_}eY-0T(e=nQ7#_Qf z{}Ew7Lu*$iY%u0)O{|5)alfS>CKndhjBvElEDO|vgl8h@epwQBs zNZQnMOESt3OF&}LaAKrw4h|+~E-P>f`)j%@;T$WswoIWm?{(fkqi$vv;Ci05Alu1NY;OJ!uwii4%Rw`i@{C@J2YxiP6+e` zn3Ea51~yjoUDP_ommj(p^hQ4>YP&pj`WRtG6_SZ#dt@S*$3VqNjst0f_U8jI9+POT zye$|s;+9ev>E|Ci+)~*MlvO`Jq4^in%d2})RyFI`@yJSDy#tTywkO<~_sF>g3iP(< z!5S!@GEV`)>AZnK_gsZ6M_9K;fle@kIP9!*2*_lzfVEva2N_+Qb z)Dqd(Kg0iPOHLciyzH_9Mgl6{efpO8e{x4XSo@2q#4=}?TlDMKuNR5=-1CycAffA{ zWXg@uS3cE?2zjlaf#$`X0$d21O|dWZ5BdA==kdN?JA$i7s&WP4)6KZmv*#ObY@N(C zoB>^R!jod;A5X@y{cD&=PAep^(c_5<_c-egpvrCNZ!Y7&mK?t|V_HmW((6RJnW^b1 zP`RFEe~S#0l2@h>KJ4V(o%>P`jtUqypxA9r@4$55rK<-h#=3lMji}vZfuUo=Icz!1 zRy{-Pd)8ivI5wbQut{Xldl+Z2n#drHl6uTFFW^`tNX^9bn;`zh+=3y9tgC3osHzRBKsSSja+Abbj+9rDl}$ zI*&rYaOtuY2OMXJTu0gkXJ_x{{cE2(Dt8MUEVnM(U_`>YGIz~>sQlr=RTH2GJW#1WgCv2bj&?(3g_|vTEJ3>Q}5(ck{ ziDqhPWgta#X5n#4^`#tZ0(i3?LUOMK1_nyx6id>!ez1TE{0SLN#Dn|;Qc;qrvxsIM zpEPX=721gG&RR~vc{=;C`>6&wY^4Xw+1jliR@!79)!Lx}Krgf*LgC4TGfDQL=@zn1 za6cu*ufGkx0fLvELlUi)$OiFq;p2UPGenYCkc1Z&6*WXIC_I`7QcITlta%_c36+3Q zk`(Jwkw7zLrR_WdO9#-i1o5#5Mn$zpRV>D-B=B_y-tl@!2Tk8Os3;J}kX zujpt5Lqd)!qcr45Kzwjwe^;O?v_5UzYOTgP$08<^JQ;4jZ0)aycfZvq7Plvme#3iT z9ZW_)E}>crv2*42^GR7gk4_qxQbD4DM8oiBzB2VQ+T~p$>mai*n}Ra@;Wp}PAL|16 z@qr@toAVmJUvoGYo~&c<-SW+K=n_o>$smp{nUkwphpq3Re0p6g-?;=i&gg+x+yRy1mW6bUx)f z*WlD-I^(UzU#}ZEKxt80dte?dhL(V+<1?-SU5cZ?+sS}2_605RBRe=9vK(edIH;O zBGvb-qODgZtoRWTXi&4BsgF>#lX|S@VRh*rzQwL?%$vD&G$%uV=Z(MD&F;8MrzP$7 z5cCR}KZ*#AH$6Ph#dEZ6*3|Pw#8getPU9qtJovcpceSD3o4FTF($nfrRSeuS0JnyAntv?$zIE{Bu5t1sKFP(ktFHL$b|j|gz;_Qh9cP{)YW}#*s6uSGaG;IQ9Oljb|h^hHk={UcLO*k1|SO=NGgUNd~+j( z7#1R)3|$f4y5)#YyTL*5mbe6!TT}yryX+OBU?(344P+%GrGyLwYANTnTWX*2GVnSJ^qCyR94!tV@7k-G*lpFi!m&n zhnufc=TD{XyVdpo8DXQOkhe+^?#vu=}v9IC!FQjJel5Zq_Ek1m)E80xJ#<|CylPprKU75C8 z#<{_oip5vXi?k}a?hsdmUtJWa*R-Uhnm{cdD}R1&$myBC4W92tOL+DUEb%DBJdIQ= zeTNsv?q3^n_1j+wA+ae(hPCoF2#wmpS5#w`nBrc}r|a#ZD`nWCNTwiXt~#`AQyloy z#Fg;iQQ*;jpLv<_>$(;DYU+;Nf9mC{I4%wXauC3k`<(N?O2@n+>r5L-o`f)wvGB6^D)n~SR z3{6!VL4ySokpy}UB~hw~JPBlBgs9QMhDehLvrrub-A!-M_<*C%`K#T6qxrBhnna=U z@J!IKiN))RJI@hWCPlx?kNRp@s!8O1i@KH)Kq!BpDA?_jDRVOQ^n#Dm15HnDysk87 zM(LcSJYqLZ^ZeB;cWNBp8%@I?REqC&qqOeL=m)*#K0G>R{ZNjhO543sV5*LGDnRbM zA8na9B1J~Tc_0NIWztFRqt+7^lcb*MWuh0*=Xu8ODHC8RMlKv|Z0M4gqpqy(kVPSA zoKT~Q`aseyZBNhDUGsXMhK~h3WlWOEQ$Nn#htAQj!7OJSe^*=_614?nK_jx`iTw7d zyJ_VX)E?wZgi~1I)d8s_}Yfn1OJgX#^;`i?dTlB4}uAVn$#zuz?^|d3RLz*dmO4Zmw zrRMV%d~gDA1uj%5$YM*0nfa+)fD%@J7s~<4*U#)d^=olR>$UfT@Dzzy3`FWLaKxAF zhB-Zv_j-V!Ud#U&zxnIOQ!x+zrp*mW-@999W=coR>=x7O4=jCTM@@|xapU5$UCC<3 zeotw{bV>r>0aXVSZ*L*uLaLUZ>NOs^qzr=0$=Ff)x#_J=Q(!G7=d<;MGj|YW+@#Cu zwc`f*+3cbH1NX9tBphC=#~sAU@!TXg+5U9?TVe}t;~`GwLtb3#A2j^`+IDvC%jABF zCcQ-954JI}Oezr?MBkliu#Tl z!xHqJUpe4xs7-knd)*R`#j%bi{d+6&o{Ym;elRZE!`TE}c_Kq*E?6eFRNNq~ORUcx z#UQaE_IFh}SPZcCR&t{Uv7t_@H7gy7w+K&0W{u{~ObS$y`4ML!Imx0zfz}aaBj{GKrZPPy1Lg5YFd8%5ipyq zmSEGZSp(r4B>hstk^=0=)`?lvWE+DyWx7#9;d_oX%FD2buJF^G6fZ$be4Q$HAszq` z)X-_uj#S!M56ZSK)dTgXPJPs+zpCo=)0!MHzArmOKcki@!otU4T+h+yEw*u}H#6v*tncx`;VKGDbPEZgJjUAalq-t^Jd!T%OrF zcg{?M5#rPSq5z#pO!6z|;HerpdP^USC5!noww8Rm#x!-~X%!{On!pep=ka>MqE5OA z;g8OZ{$2FfRsJ@wC*tbSLn$Y@3iML?7rh3tvbTeM!aX)rvGi$b1vU%;Eqyu3%)Svm z-Dxg{j~#1Xv`@2T%a)nTeY(cCx_9)KDbGgU;!u!qC`o@7ohfVDzcgbxp*Fjt1r&4) zaH_}}b$mR_MdNEI3Ldk@1(FD|&p+b9$;-aKF7vM#65g|imhb*i{fVR72L`YdyqhI? z8?Xh>a4&@@%Gd^;{PR0k%j3Hfo7cLeYiVnrjX2T{!P$Yhs_u^tb+v!;=F0O~0oz7N zoFyfLVwu4+Gf6LOT!@Wxnbv`c83C>80>54w+W#5D4I$Pa)ozqDMG7oxOr?AG8ux5@!xYUgI7)Kz6suX*NV(-m z|2cP;lT}o5{Haqw!*e=MH19*DGlV`ZIL`0<`C;6cO0UvZ?Lcm8bL~SOLPs#wi9?S_ zZ3A_Xxyc+!V<+=Wur{H=*)`moMpyP-OI*2fNk6_<>k6De zgOXYIlfj_1kYO)mLu`8j9Gek@xazO>! zh1QJ=A1&WAFM5y8pCCfC6wL%ylgZt@mv+3X$MY9%9G*_07Nc|X`~w28%Ia!1{_YEz z6vWdJ=mOGuKd%zK9_UC%!L-D|K!ba3(RG~#L4WOen|dJN`kUybXX4&mO22_;g2M<| z-`VGnBf10*i?81($>ZEf;xF)>UC58lEbQ92F%#A{7vXRFgUQ>o&}0le4=LM&&ECK* zeQ8QIY98@LQzFRV&JY{7s*w57jqYgn)FL}q+3Sbp>0s>9DGdd1-$8d0_Y z(3_e;B38Hxm-2>Gt9+KvmT85%v>$wf5CSeKg zh*1TQl(HHD9P?s3#TMJ!+lSb1-dwk`pJDOAOERo#(=BEMueny#bq*pXDXvPC%jm^q zU&)H6j1eH4_3FV5qc$^tnqJM`3UxRB=q?PBNzo}rt5u(*HZAUIkGl48X;?+8{78>T z`}B7sX6fudrPFYRgnY1P8Yt+7PF6?ju@HpV&DrGs-Q{n3_O6nta{6iL*OjrZJyK@s zHRzoB$3XuNx{PCH&x+9)VaE*Bi%V`RqezmCNu8AOwP0uDh&CG;96>43rMj-JE{Nm9 zGzkReFT~$T_24zy7H1HGXn>LjZ-ujd@h?6?th)45OQ{CHb=SuYbynUxUhA`@>064 zOsySp{Zo}rQbuR4n_DyVO7y0;Vm4H$JB5;(lH>$oB%%q%v_@vmy*o0K?;!bUxn>n} zYo1Q(ije~#y$|rxl&o4Z8z zU82+Vfa8#vQSDtIjns=L+>M`QYpW{VpVc=Wj{Zg6y4u?5PaX+AmtUo81-Cr`Dn&vQ z(R4O^>D*SY=QNJ1)fgxQ<5fr+!(is9*_#$0dJD?2ymUi~{zMu&n<2-uzk5dTi3Qbd z(6C|1uNU0=U2R{HZ_rAw@{@$=%FtUnp2ee45>Iy|2M$aCnhriO9; z+WN>#O!$HQceXz(0#l96(?Gz)&~wd_46 zvMG7`)TuXsI`He;oOjuNe7DY49_cR!K3O1735@cqFwRR!?O76tB|vJy>D|`0uc10? zDx+-BU%dpuC?a+z*VfKZTqML8DGnU;^cnW@wReTlarbnu-MgIvDrTHLcQ^r5$7DhJ zf#{UR?nUpS2cHkT)-%q;(L+N^OY2E`0E97QYD2{h&iRm=C*KWlx=#HAQE46tDc{@JH;O{ugxTq@ z#s>NJAQ+$!D+X6{57<5Ehygrv@os))S!viG7GjA85dCYm zN}uJbM&HJupkP{6Mkh-k`ph>~OPX6ynoga$et`db<5}j5=PvA8Gm$5C8#1L*$6?E9 zmrtfoI&bl=M|y&5XM&uY2p}eo^4P7T1laBqH}c`8-bYe}Nmg{;-g~XDl7X+m?}tJM zT&Hel;b$LaPLj9($I{G@y(tYPJtxy>D+Jwm294!uri?fmPqIRGj^8Yo$qJ33v%M_f zbG+g@TwmT^CY1Erk@JLNBDeyqJF_ljyI-_>uN~vj{*Vp!-sI}((nJ1KSiLz|e=-G~ zR08c6@2!{-{r>e^*r!U`Rj{8cN<|pF!+nfnYtBc1LajydN~j z8WE?$O?(x!=v`I~ZrIuAk*dQZRlTK*R?D6GDAPuIAs7CqDMybTv(76oF9)bpM$A&u zJ2V=R(bVm;w~}Y+Q(nYp7at6+Npo8>?fC~ig>#1%41d3sEK&`9Gj0r>JcVCnr88ed zSD~JEob};+wj) z&JH<*u12uC}@r@^d-1oKu#Q^?#&W@E5V*RDjBsx)A32$*XY()9?I*wTgJ#r zq3&THfmWN=rKtiBzk*5mJv?=+%YPC}5C*4Lq z+og{M6C@?L__P>=g$XHN_x2X>OcgPJLmwX2VJ2H_bv`1>kX^k-7AMNHZI$)|v5jOK zO!o!-*KZ|rrKYvI)YjGE^5rhBqgY6xj?SUcs}gG_A8R(`yf_=t-|BHp$QXp?j0R_( zgFv6g*1(z~k`zHKm&NUZf}TiZ|DfSnjGCJm54roKbcbq~E%9cPV{QrYOjRykSh%iX zQoqqfiRY6W>jo~aoz$g4yk_m0MQ2l&ue7w>E*OWY1D+_E%EIgYNCM7DZhFac13wW8 znzMhZ1d{ah4~yg|7Lyg#fhAp}faAzA`dPR!Z3*?RhoLKCw;jZdNRP5kCifJ<6}e%2?4LP27%(OL9K-HS7*|!}!gKOQy;kha*mj@a~PiY|>$%Mq9 zIW=KgE(pKDS`i=cbP4IW{qSK6+6rNGktb7>{0WqW-LW~yQOy9O`(2K;?)`Y*OaK*e zn{u7W9B@VFnXZ%smp0us8Qa+mZEZ=?=r*n!rJ07ZU{+XDVGOuz#oqcKl5HGcl#wf7 z0**vjit&JMQdGeVtdhV93A=+@PKGr2ITDQTz!5f7ReA1~d$(^l(;vh#cBnDXM3FQN76Za;jHrTaehd|8|W-qXs44vk(042T6T@nQdT=GX7I5Rni z%qA?%C5u?J9U?!c*e7dV0(nKc3pXcv4w*F@T&%}z>cDj$-%~uv24QO~6%hi{(g-GU z117%p^l3M`r8|6n@h8iW1(85=oK${WHUeDer%Ie3EwPiL>AU`|;#bj-b8yN6Id<(N ze1DhaVfK$sD#?D}l@#$JWql;=?=E4XfCWq8#{?|keco8(^xZ(OQmYj1&3jE^&Fikj zl1(jjZ;7?bcKPxQaS_W)bE$r|UVaF4@HTc-Z@iOSItP?PB^8kL-(2mTky1>~L((%p zdRbG%K0By2PNH~1IMs~oGdGSNG33)z@r*5JAPdP(8i?o|S@||@50R$e0K9?rbrxit zjkVTYcNH3A$?^Q6(=Bl3w*QX!UwEEIvstel;*b4lCXPv}LI#+pJSmj~`JM zQz~WWaLjao1?#BTLA6MSYZ+Qk(bGmm8exmjWoCWtj6{2?4GSX|~Jc}_G zH@R}xi=akTEp%o;WbAYC{(mc{km2{*7>SuCH5GrH)D*NHqJ3tNRmV zIMLZNYc;_ZEF}l!LR?(V*Kv$^>y0BNE63z}tPS(A8M`&e-EgHzm>65^mo&LX9(4<`u=n#R9Xv1m@Cm z7Hp>t=WFgDWLTP(Q@0Z1RRn%7`=|9UVPTG_;dET4@)|~{C-kLMyk?= zY4ix9cIu5NF;$bRBuxJMk?nA?Y#^erd1Du7+0tt zjv>Nsv|#Z-=e<=_6d*2GekAZ4de{@vRwDX}9uFq+^#=Iva0&(y1<{a9lxR^xXr%t4 zwX^UaXB9Iq7Q^A0fIY;??d94B)^jG_e?}N3SRCWOa47VE}}Bee(rPThKQz&>2G z!qR3jJIVR|-?PiwZ9qXS!&2ma#=xWkBqc^`qGBNPACXaq>d5T$z!@ZLxl8HJml8CS zC{{(UMjVlUQeiJ9eJazbYkU~ksIuw1aEcEJaHF5|q@)l-F($V&z?|Q!um7;px{@N- z6*^Svg!Y7H4nv@}n0Qt?*;8C*okmzU2mA?Ie}y-=7%Q|yFtEnnlChtcP5~JvP7d!N z_Gn>Yp&PG2JS#|!JPa?UxHiKkNvz;*Q6ho*iupV#w>KdG?`ks+ujm!{Egbxr{iQ57 zD4$N8rnD6kse>O~Ts~92t(n8{E1VCK^?*;SJE0JhL4XAY1XC0g1x)L)&F{nbCz(br zuL2ZrJJKwbUcHp?M~tV``$)AJNZo`lNQbQd?bzxR_l{1Jct!0eRTUKyS+^P;26swB zH8nMv*@o(g1U8BNle8rfGHJwWQo_2hu9D;?;{$bLqPPUCxwwqww~H=aG}_2%B`G}4 zTDA1isqHcCUvYMR0ym^uZablgBu#QG%JmCmhbtpuBshF5%0zb-^->OZc^7;+|%m1<^chs;-&H zs+}UpITsNeLLr5OKsvC0P1#o`tp8R6#-lLF0Ek1o@f(vQ3BZ^{py6ypJ@UMHx|W9h zdZ+Y9_Ow$7G4wNcDOH#e+YoX@bIcf-aV*|cJd@#`IXxym?U|KK&W+eZzF}u#5{ZT^ zDN1M({!X%waU@KB@I^H%698=Drv#?^7&IBV_q_F? zf0>Jk$%Pg+|{B{zE%iSi3W<`RQUa;~S zGR$449j(T|sDJyXPu}Zkrvk4ro`1Fj|NKw?ah0J1|6$nukN^Mw$vFPDU2#cC(_W2s zv}W3q!NSq~lYasg#N6^Z2mW;3{Of-fx5EGTe(}K1v;yKxBvw|jc-ft( zabkr&lvT?gCdeftI^3-qr^tX5U$KO7n!XNsXez194ahrp>kLb7jzkFMAh3=sO zhB{T=W3}|afFD!T6v_Mo-P!16D`b9Le~vT7&v&}_=Kq>~@Cp^OEpNbV zj7R-0jgc%Obq!Jt5`#KzNcs7}n*BG%dvIj@d^=$CZ!UFGn)1JVzW*0r$Nz4H1iBF3 z&;V+M|B6zr^!3}jOz^S2a{c<&xFSmXsgA7mx2f&AbZG|X$oK#~s{*Q6L`DzBuJ}3W z@1I?A(1GotW17-XR|Z|3Eh;G)m`y=(FZ+w@;FRs_ohsxprRYQK9Q{8T*=}bgvFb>sl>Xtte{g8dM$-<`RN~t5H^d#V&oY2a%n=lO{qN$+&Kj5`RE=}V z90^}W+AS_1*dO$!LXn9Cn^t{S>j`hxg@lGKLrT^z2lIa_~x zABWs@KPR`0I;G_Q>3ed1>&BH?^0Xxj_k+&7LTN z*l57zG710QVte}*xQ&o(HRMyBvEdx#I}gw7>W5?^guzT4^ef9^KS{!M0V)E$O3%#arl88@@1=z6ap{<~-~y8rq2 zbG{2hXf-Acyw>UIZ-JfXE1!?MB1+yA2>mVMekb=0wf975mA`E&P9FaTAze- zGbU#h!siWjUn2Ggw4ME7@$(?RT4SffttZd{x^u(Z?GxK1;MF0k%|O(D$b3kXZN>1UL}3~tzGMk{tsbMh&b(1O_kPNF^ig)DGOW9S9W3r8zyji&0l1PzoTk94RFhtMug2%O zm_J0%BYta;#Plns@17;Sb#%D z{R=ZYt4HDhP|5aEQ5kPv54Xh%n{4KUgWCV&$B*M>UI3?zC7PY4ON%|Tj~@q|dCnQf5_UO`DEk@}Q{A0N-u z6_KvOO-?0BD+VZamM$NCBIQ%~ompuCoX8vuQ}`&TCvsQ1>ZC{q!1uk);1CK@?dV*Ig#}f{cQcj;aRI1{ROnT zn0?cw`ZyZ2n0md9w-!&_*l78UQ=WTA6uzC@X7uSkJ4U`}u36cys9i6TMEZ;zX~H+# z3&(WTp_!{&yk`ZYl^)_|hW`1o=hjbG`OJF-SJuzuw=_`%^8OM1sXhLVv{>4`u-nVgb`)eU0u%g@RA(5-e6@-4%U2|{iO41hKI#|kO}1=8;4#Jv#`iM zo=spA7fmy?hugt!pRb?axi9sApjI`bk7=(xYi!M$G0QjfKF<8C{)AOQ>}iJ$!7^r? z+w-^Iet-DNh%7LVjUn6^bNsrGS$9ST4{ScH^`7%W@NXm}?OxI#OxXS2qVe}f=oThH z8ULaXLhQtO-`A&g2nNl-OQkek2AG>)-7woS7ZoH;_F8xS;C=C)I-!1BE|p4mlj%s? z9?aaXc+6Ly@f@?J^wq4>{KDkd4qUo)DNmhwUq_6S9zGnhz+SEI#QMpz9=HXSY7Ndv z_QLm_rTeexwBA!#xc}z+9?&x$-?v713WByQo!Od9W)MxA;sSZBG#~F={kT1*U0gi` z6@*0I$4HVtH?xug8Nw1sKieX?V98?<4NX$+GG}1{>3Q1_E19~kdAoLH?Nr!NxAXHC z)LshBwUcgD6de?MLiX{yMkX0ozgjAmQG_}Qsq7`zJa#Qxz+G5Zg;2E-_Jj$0>csj< zjF-ZVbPMX2)6v&CrjBaZv{e*d|MA^u%$4b=>?CTx!yZ8EWF78I+CB;@r>x)P zfNvBytObgPfla~V`PYyB)6CMJ12UH0X@cB&Oll_@vt*fm%_0zWrL@qTC4wu6l9oj^ zg^{6$9VMKT%I79Ws>C7_n)9!rBV7W+y*Lh+a1Nb~&B&cyP$co$F z9}?60VHcV7C_&i(6ZDdM(2&2xrK#mm&O3{u#3D+6dTm$IDNh3Jk{ox!Ib$2-H5#h< z_|VMaRyL&^lDQIm67pzn@Rm#xe>OtUW)bu7J>`uer@03O*JLhaDUL)2OtZ;BDmj(p zvW<-U!Tyzx>v!S=7jjE%ViLM1&^ny;=_r3EuHxPYa39k42JyXxVIiF_=Et0M$ z_yx=BFFGM{qw~Qi!wWeY%<>meRY}J3rcJg(-jtUQi%q9ix7rHw!wQqN5aH-u7m->p zW!}ye1pu$=_1&}X_6khrc&Q7vr@N1}0yYsEMll|I0-<1~_RiJ~ctMR73^_9`@`#x1 z(d86dN8!f11M+`q6mqq4Pr{l@5PIj# zLWmQ=c0DKQc^~2YTZ>T~@T2kgq{VIVvJ)eduAlYHd<=l7^M{DA^b|*A!ub79M)~!! zAisplVmo&Mp4d}su6@fn{qM8lUggn{=yYV&WUfQSqH%bTOo-G@X!h%`6BjR5QQXMR z?!fQQ$?L(ZhrkaX(&y0q;5h5-!$JjDqz(g`>cM`Zg5Qr$G>|>6x%Qp+^ZKs`PHpMa z+SMjTx51>!UvkMP$ZHqIp(-C7XU|RQ^^Zt1Y|QsMalC&;yI|t=lI!r}``i(N_X$yf zgMv(ajW{t4sm`pygT9#C?k7I!r`3mifOf1edW^YaZv2j-t#Qk4RIH5!#v(kTG08qz zU54SgE%V4gq+3Y&BD{iOfKH1kQ<7K4R#Rq5{uX4ScS$`@+)u}~3q5NRR0m@SZ+08k zeY#%2VNl$k0~$!a39Sy$-MU|FENlrG5&>m1Y}~lTthQ+a&%`-AI~zTWb{Py`%-w|1 zlEZt*<_9YRs&A1`yF)x5nIr`WBt(RG#6 zJ#~$Q<5qU*+xe#td^Ebqspa_G{>=&AUt)2(l%|9C0C~*5?+6c)1Y-*5*6b%8T^JG0 zJu7o*;NN5t0pC75i72Z9_{Yvve5Z;GzJ8y27Xiihv5Qi*uIuAT#lG-4p|hTMD?w8g z0x*d+Z}6LU?^Nx17Ck5cvuirhWl)#Q*%MTvNjW}|_MbyxR@_R{6P|~9@>^!)MViM) zr+f!aRS_^jvNTHSIZy>D1&+l4ouzq3S%I~6p#Ac-X`xqjRa6QO{cu4dS~0MA@T3J7 z-HYD7Z9;J*gA>S&oR@pv&aYM7SdN7V`}8nsYz7!K!dwM4dO*2PNpIb%61u0$&LwRX zf-Pp&p^O)l0TDJ+-x*|J`_Zx;^X15N#)H0{*YX0(bC=X{8$OQD%jrLJzyRy(N++w# zEIAtGh7n*Ng2Yi1=Nc5E5HN=S%-+iJU`1$xPl!$^fhtt7;oDPr^Xao&Nj- zNN{;uyIJJc8$Yj?uueR+gh9A({a(|Uv@+Rx-Z7jTYK(0n6y(#LRB37fDqrv>iALB) z5I7+K!)ADH7V~kJk*cX1STB;NAey!J&#rXj$4G@+`AP`)j4-4Au@{FgE9O$)j>?I> z(ufvXrjuz)+`Aged#XYe7&or4`#CY!^eRg>5>mmc?$;u*gt;ReL~g_tzJD5Tq^(8~ zY#v%3fMTGxhK6x5WX#}!U-&uMhaH`qyizE#;RPmjaWP^##bEQx;$D|P2dFHWt|zJB z_I2aNj>QkoAC*Q;>;c#b#Pmyn4_856sgLt*{X@vWdqJbp03{J)EPa$bBM#Wc3O_V_ zR<)1$<+Ei)67H-1?#r&7JFV-JXFHKC4&rS5rb4Dr(eBIOPe}Qf94NAw{$muGf_#Vu zgBM<%Z(mOVC?i6^z@!5se?UU2WV@geAcT4Xq%W`C@zuRH5%#`}QObHFhY^H;!2Xng z2gqB%eq2a_s#^7bIj_;*=0KY;Ga_`DwdMQdp-Q03_)o7aK=fl4jyLWxHtv;z-&y<;ZRB3@uw`aCFjoHksXX2oRS1&u?{$%+o zojL$ixa%3Fj^TwrH}BcEtp0ZkyQ=hQMVR~l&YNuq`t2$52bl8d$8IJ_2*JmXk2bH< zTnjfyf>$OU|(Oxydo;+tgm(CntCT%SH z)YNL0H-2Q3T#CU-gm&fBa)@g5_%)-R8PB zLWNj`ia3M0f3gp2ZK^zjexa@64zD`)%U+Vle_T^5FFt{;#B!|dI#-ZE?{e4Um zUE*^#aQAlkyhEFXb2x?3414)2!-pJ!R>jPCtmGO!_O!K3tLaCGhRM4KLqxahU{hK$ZqYEI>i&iOF znN}^xFVMP_M^Ru$Y{AKj0?!1^O2^^VvlmXAKHV#^Az%!;*RTGB@E=^5EVd74Kfq4g zAy;rAg}vuEU+aGUYg+34;!eforRSXV=GuS#NUU;yhV^FUQ2TnPu)wC*?#sSLCQ)D7 zgs`?n>^k}4iq<%#9_2}oqyLFPUqS12_cY(O(KEWpDAkk`?C=+xgx8_sath;wUO%D? zb;D7G3RUnitNadccH_V?J=~%9XRW)`i_T~J=p}751;}coU{t~jJ+ zP8s$uqxJ)tl=5?wTv&I#o=lGRoc6f-Xhk^kmfjp(`Ne#=W!Ff8o&`s0aK>@{$yK&KWb23#rza7!c0 z^)KW`Td86hF-gHKdnTtiL{hgvX;(a5 zL^!JW2C#}-6_7(X*uHV2Ml1H68idc;ajx=TRQ0#g(ppZ~J^0D+p{Us%9X<%RY89~8 zp9sSmD!{0=b1K=aoC$I*LO`EtI^PTH%FJxK*t%ZdzQz`4S;j5G8H=W=)SOmoiKO49 z)WOIeIP8x)e3t3!`}}0?GKISJ{eh;@!PEDNYngf)roSmoYd~7r9B}TxVj>)DBJkOU zKP+y>O?1Tn%>A_g-uwN}0MCTMr&ln)Q^hjw>Qn9gFFWOG8E&a$yhkf)`#%U{$^J0U z|5F*`T_x5BanD|?%93Wy(T&SwCpt3z@(lQAat1Yxn$rope115Z52ZTy(vJR$l_XI; z-nThrYsa53f2!%u{fCab<~)Iu6_AwPvo!YVkqKMg9dhd759+{4CnHuxri1;Eajyek zr=9qfel{4MfjNt+`o`_r6pyBT{AnDdy_VO?eiJNGK!}n}A86{FV%|x=4a6gQshhdE zohcgnGrmzs_rfdXiMNr~JVHJTM$|?~@iB=N6-G$4Ob-W)wEInZf1rz{Xdz@msAvkQ z34dw|i9l!I&tC`*&R9HO57r_MXFor`3#=565oI$1bh?v4P7&docc#@u|DJ$%r%14$ zPYM_Lzm6owf!r?4VDTszNJ?9Ah>52*BGBkGmu=;3M65 zVN_o%J$^acbWBS!f_5c!y-b9kmzQ5$mFh+PpCaLAl?DH=6S%_n6 zBVg1Fj&+6n*kC37gjvnMg`rtR&=nbb?xnT8OnB@Xs8?A-h4u&SuY%EfMrBQ#Drgh+ z3v_8faqpQ%LoL^%>+wD>JPcCg6#SQ7o%Z$EVftr^Xv!qTbkMD2kG_fP; zJxAhDB^4l%{4{~`P zTJBikb^iSMn3$JvoD!NQ2m}rU5q^s6CC0#Y$F{Wp zJK!d;!TQ;}R=JySv*(wZiPZm360Xarq_~R5`%Ih4pxCEZ*0Yy91)`&v-15Ty|mg_;{H`bz#F zFQVbS%Z~G5T4UEv1oxtk!!6KFe>O^^S}1RmE*M`xk!_Jnze?~)QyD0E|z z;;}RvIs&qfKrdG}iYk5S$88oYIKWAD#7kZg{SWMZ`+4b-CB5uV2L~@R)zKm^GbT;v z*yExB`wyNddeyJ^^HV&W#G_6ac=A~(sm##56 zcZQoDt?oovuSd86B5AZzId5n;p74)DAw7wA$@sg!Yi;Eo#}dUyy}p-p21Vs>^n3FD zEQ_S7ykOBBXOo9Vw;gKg;~jaww%|TL3@9h=ir85|>$Ik20+D)b(^nj5uhn&>PoF6* zBj!il+K@OJB5jJcNN9}lWC@&sx;cxxV=bpLB|M9AO&3&GU>+Limtlpc(Y6k~RG&KR z`dfaaS1?`uq7NU^7F`KIMTm^^5rW)cR=q9aV7MJG8FR}#A_>viSn(=@WU;e|)jK!T zv?TSYOL-{}K%4Tq=%cF-RJncq>fg#t|3RJQ@*g=Uxt_2^y!+|@HZ7w=wnfS2ZNVv9 zEL01%obi@itN)Te%1B?U?dY5IopU3|jbSr-QMBR24CQ-FbB|0E{Mz;7&BnHmPHua= z?!=7k{qDcL(XOc96Uxpkl+*l-RYUE27Bp!|fcELqHLvb1aS1rETHfij@OMWxas+hhm+*-3G-A4r=)fZ-}$Lt{r28= zpRBetvj2zJJKwq$yy-P*YaAQjxpt$d=N&fOgQ0-k*=I5>IZqf(?%N~bQCg*zPtKWI zo=sTTe9@wU4TJ8-qfWfxFa};T6E|=e1X=0UA9Vp?mI5`7iVMEvJm9 zdS#Y}nc3A1QQ~vp?#(y8Sy#Bdl`-9f2c8Tlh*3KFtUt=8nY6xpN7iast29&eZG1l> z-93MQRchRhIBe+8k~ck!q$CI+iAI)N)!U4sgZa~@KUr2^&d(~DU;WilURgy|m5H&j zH?T?JoJq=xsqPD1K22gI`~vhOkGP0Bv~GQphkE7eRxV(+=SjfDa5|$rim7v9Uh=zL zzvM1IJL}Y+;_AkNa2Azo(ulCH^JkWE1zg#1X%)UZs)}NAU1(w6F+p@xPVv2i69vs% zubYP;U-z`o4dTz>5| zqT~{)9X@_`*Hu>!7Ory(cI%((7I^45O3_C=93RF-N-$RW)zABdY$rCO>xtu4+izbE z`WpPUSre+=Y}%+;jJ5TEnH4CdIfG-7A4`h~fgi_v=&uH@v+IqK14C8heV(H1k z%`>#tyf&t3*mq$jV=H6n$gVtD`7k4^zxCZ69&Du$2!Qyji#QH@q}C{=ZtC%*JfMHC zsI+lmuF4ISo6q6|MLT|qF23)If;*QFC)aPpjc1sL&G3_L3tG zx%q>VFW`V?3C>}`Z&e+0OjaC98F|-!^r`ycioVO?PM&Zv_MJ5Etl?C}a`fwyb;ppn zGyg?bJMj8BoH8*ygnHP41klc_+ZFsxF&jTyPn!d7YC=bLI=`ou)19MbrzmrxZjH_% z@Gyj$-j1-CW=)zr0zaxs8&f{jecbTt6v4G`gFO9ujMzEIXkgx<`CI#3PN^MHSzWy~ zcoa)a(Nd*^r#n2f=;$c>W4ANjM;bSudO|yvqcw;ShpAr7s65HFZwDEz?OGeduLT3R zjIDTjd(YjaQ7h=PyaKmR#9FrNcEyIsxzkY}J8g6|7^pRG*~4QdbDVE|@tL>Kaigvx zeN<^dpFjTiLzNcuwtYnE%HLmAdydE%-3>7RlVPtFLq5chDS8*5T-|x>yYj**K&mZe z;d*H}zPz&`Jok=V7n3GW)_ykZ^`@5#VQx*^ck0xs{Ece;kL9KBKOf~BVmmMX)~!pI zv!FdT3~2=7i;yjjRy!QCLeeOXA7Sp$4xEDM*8H~WcJ}vJ0vC_zZcV&hMN73_+o|7V zUP6p(-MU?+2%FE~AWzCSBvfTBxMb0rqa9D9OL)x6#Ku0P1u;;(Zs)LTm!4 zB`UP1k{gJj9n6gO<}c^C*}Bb5W|ez?x)!wSSla$2=TF?xF`VNwZu7cn8GZUP^Kq$3 z&Bc~C@60=xy~)+ZJwQ~(MrxhOyPJYs=;rKbr ztq(k-TJk7gw7G2L>3rI*xm3P#azgNQ57)i093^>DdH&_?pW7ChFU2>S(xh;{?(LZQ zgFPz~&vCd9ZPm!&-1Ro*K3U2~8+fMFEOWlGMi7xviK}v>LvEKX%?xWw4)7oJ+4`KZ zqvr&C^0>O8Ehnh;)eS3Yv~PcW2t-~5s&F~$HP?^D!hi$1qU7!~FrmT0s=X@|>7!XP zA_sVE4+;97+p)?c6Wq=Br0XKi>7ce|OHW)0zrOt%)_|9Lhb3$}+mwU`E8}5d2)tF%w=-ur6y7j5}nO}FRR4UcT5<$$W!)A_HoOFS<8S<*`wtnLdaCbR zFzPD(NK&<0!};AvO!xa#A7uPHQ;umq!uw9ry%AEW>GtY(ttwNsH(eHuf!C6ax>AFAe5MA9>>qq7{#E2nR&UjV zz2g)R_~*C|`%W{vuy`99>-P?TToF^g*B2R3c~Uc1}1!t(M}J9^PR`xm-vG*v@A0WCk3KUYgcUC;OvG%T9tm$>dM z@X>lz<}6rs*R12`H7iz}`Sdc)pBt`Iz`UoU%pu#BJpE|qx%lAs>z-?Kt}81m+amvJ zs^c(c9%V(*=6Qp@&1X;f0X%xESx#=zQ)jH&%oaCB6f%ErWMTlv%rkqw$-c&?pyHjv zCLA3}B$lP~3tDNs)H+x4S=8yBUQ}}ek8Rhd3RXLYvA@$YveP6@%gz;Cz~g2cT!}IW z^nKhKjuE-K&Hvrhsne!;kB*HkBUsm zMZJE!3Uo_d`Kwlfb?G{qdXME>_JlF^Cwl(iPh0L%cpZxx>`@>s6dz8IdeficO zhuV*OTSV=!?$Ta&_e^NyzLQ$r*mFLmfugTf$D!trI0^brDp=50!+3>-??z5A!%H4b z!xQ4;?~b|g5*93}@FtsI>%_5=*=cvR-?zP#;B26~h6|ofnS1xxLAhaGas?%MAAp66 z@>gqczXc0x4v_%+%Dd0_^f7mNKnWdo%Y4whLtMArBdjc~RWr?G{@XAZe{SUR4q#ffA@0o^x@WP_&KPdHdR^-Jz=aJ2QRUqr=b zgEp$EwzAu+{`3+_-rE2Qp1?G$jEkB-n0nzz8<+Q#Q-R$Jo;|amdO6U({?=Ix0#VZ~ z7Vt>sj2}P#oE3Hk@AejDAzUO;lSkblJ}|P4pG{`)p2r>M%`d1@u z$f@hw+sPbCT0Nh>Kwl4yOUl@$purZSQt9Z=&D5#Un^XC4{?oSSxp*|r{z^kt@WJIK zk;)m6;r%9gD#vWm{BV}Usv@QJPdj?6ZJj50K0yXixfH)wY#9@O`;o1ab^WTtj}EHR zAx&OUiXL)($%|jy-srBfVEb$|smH9>cimjSW*;)Q+bgcHN?VqzDX9$9cW|BiU|bHkZY5US zymPvoY_n@F0$;CN6j}Vh*ND|}uzkIsGf>{Be55WejyP6J%z?-)#Bt05}K9&(cX6lRh_L{9*m8) zp;cN$g59DBsHjMkV3v%8Lkt8BnW~wZdiCa?zE!tu6b`?z_ZQZ;*4k=O=Rrm`{6~epK@l{nd$W5V7SFrm z6AkM?!?w1zMN5}9z{`-T2Qe@cQNh(>iPPkk3?~vX*e`l$i)uy#cqkK|81*=-KJCfZ zs}GNrl9gEx4tAb|S(|S~YxTYt0;O29cy!gc;52mK)aO!9baj>BJ-n-v_>9{q<3K}* zLyxnzt20~>_zh_U$vprc2MjO@WqLFg=URz-a58a??wiFM(gp<(dw^=!I-vJ;&<1nh z=omrG=)>4)#M#3#u*5Q=9ms_z+|kKUFew;+x0t3fU=%chF%Giab|;9$kdSJinHxsH zw1guAD;igsfd24`+c&&XtYjx5r9pC+0?JDwh{psnLEh(xCLY04ot_4=gn8=^n6;at ziD|^v&q4vrOxDxD=C4&2$&UuGX^qnPHg;z8#|cjy%k^>C2z7oOrY60>xzW5ufHUj_ zypE8KAAF!;ISdV|LS5xk1C^>BNcqloZpKuDxw^V009~HMc~ndgGC^5T!VHHniJwkz z!P5aBV>24D?dUnQOM>$9@su9vm%-a)93k#qRzJry$3Ei|bN=FTQCgAq>Zfdp(2baOm`hq$uN_SFv+;0>-3VP~vMMRt!zBLL=+7M9^o zm>|^0YwW|x1=NOsVJTQ@WKV~4aBVx{gNcGLP)R08R;XF=@-M3i_|_PwMf43Ynd<=2UzK8I9dpYS!q*-%tWr=0uBM5Vi`aYB(7LMzAZL$ z8LZs*brxB6?I!4c>hY^bFx%+E8k&T%G6<&~PK=MA#PB)Sbto1|a|9$1>G0cxxHjiF z+{bYA9y(B%F-jbs-@cSk!$Tj6CfX7xE9+jI{mwI{OBn%%5X_Ch(?<*gZag+lAVt{E$&8C%T}f1gB(NCUG*lb-``h4ud$Rg|(p#Z-cJ#FkQfi*WvpOaZM%|QW5gr zCe#(d+3ogIbrA!zZ+_&KkOdMuWYQYAH#+hIEIEq-AsJ(YjVoJ#($0fCB~vXHFDTk5~Gjd;+E`$AeR}f7SXK7H4Ld zs|=H^lc zUmsxEmLFZ)FuN3l*N0d^B}d&w@`qUv9<>j+Vz?Dj?CeioC&9WVuFqpCT``s4>M7?# z=b8<>D?Y{V+DzYH+s=+uk`0_&tSuY3W%q+9`}aU}g7E~OPq~+xm~#C5^9f5Fqft8z z&Yq1F$X8Fg-Ekg_G78CXuLaz6F;H z$x_S;m9uZFXNq@-(v4L9VBj%9P$D;M+g5dSEif*pTyM~RH=~AfcH?~-xVvy+21_~WI7%~A-|5h0 zwDriseLv$}{s*jY{nH;_^*o3`ATdC3(w*s-GxkG80pLcyL8+#d8QvaaiYOM)UvEZz zawgXsH0~`J6DV~E%-Mf`uqbfF&>P``H1M1ZV6JQXXi1-iwSU{nw!E{IHGqX&0s>JK zzeK0rDLdHiHC6sP4#|kUU;rjZdU!lN!$v5YHlq|u-ykGZc61juN*44l8`}C{rThq6 zn~z;i-TK7rLHn#_$yi;_D=RDO9?xMPk^H(v`zaf*8?+W(eSJy5GI{~BRAGJ4iKi1JV{(4{$xKZj97*K^Xk(C5om=(ug-O_-| zLIb)yoF}v+0yQF9AWG{L9RuVh6~I<=dMt~>qT!Ua2YI9p(|2SRK|t+En1NWKIY%KA zx6`sl=IaFHS=v<3;%Q{!j8K9n@g6ilB6)bCJP{RB0;0YZ48(`l&aJ!wO29|N1vCx8 zbdmu!Umq4a1z*x%0~-2XEI#SKQVwS$=))SZ=62e($>8pkkp*<{v8Ug^xQk$wgc%ar z-k|aVv`r0Yb#ZjPG$jHAJ}m`>-)mx3lMpa_Q9>Xk=ledqS8=Q&T%UZskVi+b8)}KR3!zH~?3g;_?YyYI)utYIk!dY) z)6KAC1rD$t=spwdI%H)n+$@ipd*~aO{0JhK3F$q!Lo;8A0tj>{5UqNs6T!ZJXVZ;@+KBzI6LcO`Op@1``oj+|-%tgbse!dcmg$n*89#dJAeBqbfD|grIZC}W6iL4rAV?;^} zdop~wOFLgYl8L*XU(lZ_>wM<^_3K-^ z84LgV^|s&sOD^zVAGt9HSEXzw_MxXI0m3r{)|=MSQ3fN@21RD^*swdE6q_d>qr-J? zAs%2`)fgV2!1ieqgaS+rA~)G=v||SQqjZG;st5!aB zz+a#$T#;ePV6eDR(kb3+$3XxRW+R?W4`sVD*ccsOzAjrD{7e?VZsLz2SalEaqY%S| zC;>{jmlYb%#*MHuF*Su@oe{=8%CBPC7z(G&&c%Jd&WqJ!$6szNT(TC=o5A?37ZZQ@ zH+MP4(=!*lBXApvFq!CrXv5BKaKCjRJNJKj?*H-L{&fc%|3AGKmtNAafQyW{q%7Wt zY!wZzugt}aIsdq}r((S7Q}cYfpQAirf-QQv55;#9QbQl&j4m2?CI&Kb{Sk7WB+9G7 zr#Zs=8DUx(La(w&**wrBqLKU(5u_3|?q5O|%C87{SQYl9b+0r{dI1@QSz#5fOT}|O ziQ=yr2h|Wam+}*u3;bjdvCPf3V)wB#8<&jT)shcMB>kiGfP|+mq8^2mnEVMD4O*!9b-aCljFzw8koVpYxpMI80(}a0aj3tWrfm^#`Vzi z#Gq?UKtI&mlo9vkTV*neFI6g4P~|$oYVvqxq%lIIF2u@cI9d-`4WTX)0+fs^<5xuZ zZA9$tx5ep5PKe3t_w={8o2=pBAhfO&R^n*hDKEn`IT5;_%Tuq<0DQqTRt*E5Mr2$p z`!slJQOZJFQ%loV1m@DB()NW8WK=|5BWgxa={JBbsxEc<{b6KfT1n)Iiq)a;RDi*# zjC@};I3Gs1SWT0Fs40yiC3-JfwoDh$Ihs^KG0U3$7z#5nTIJ3r>m4e|FbfF*EeZo< zy48ypFQRc*0d}5)g@%eyS`hv)Ta9bcC4u<7vme8F49yT<0+DNC5Xa*&&QTllgJnF@ zsBb|nZW!>wVboUqJ;**^Ml}GO(ty!d8~~F%x=Ap*49l+navl_n*hg({%BV^-u=|a3 zH?EU%0KyRb%xW{l8DDXD2u8d(XgNf$d`{(s@i~$XCr>#N6 z8cA~Lf%k$OhfX2U)mL2 ziu06q@gL^grBkb${2*`Z_BoQX3l=2SU;m}qeK@|h-(;)aVR=99gqr79n~eF~`hs@| zbQBC;4429}R<|i%Bk^XD&E}u4T~Z5+{jzwq(7U($)ZM>!m&IHxx}4N&oz|4>&dnAM zP-Y}@+a6K)tO^GN3t==3fM!#`qerbH)@MIeEd-k)2@;+bo!H?Xu`@50i+T5Lfp5FZ zenBDaj>u(-f1;Bd#>1oP*12&tYGl-qx>y5z6P$>@y)b$OQ@hii4%4y5xCp^L|A7}~ zXDBlG;Y(qzZ??dmkOi>K1TpVP4;BG`9!bzXCrY?d66QZ=fZGeTd8J~qVgN2Q;T~}< zNIf)AL|J`y(&#KmroFKAsm=B&LBv*A#M)OV0o0HR-5+8l@yve$zh*BO|B0<5XtkKA zJ3D3DLA@uCfjW-}TX1Z*`QcbTT(ff{_>86?J|DJPcwPdkfK)_PsZ;Gij0)6rOnh2g zi$e89_JY|NcOWNnZ8pD^bUC~?jQ5!$5yyJf;O?@f>33F z$+4rM0N}frbRmc;iRhFFv7x~M^CyW*Zs{qy_@yJTW%VJX*9&h?yDRV?KL!;$iP_Z_Ik-;P~t3Z+N$s_*VNeliu0% zwLjfm-(P#E&~qxKb-Di>}Gl+BK5{7FRsC& zKF+%UWb^+xA0%uj&J;9m?mENpd5@v{K5D8k38RDOzLQ6gN$_PRWTp@qDFaW}LF}VW z5Lk_TjRRQ9W=}3`){6C&n;zC8V>)zrwLp5EaKuD8JW{F5M#wX^9Rq1L5bQ@lkR0%t z92^BsQw!2bxb2yD&)DfiSr(ygVW0h?_3nnExlBZV>ISFQ+U`h)`3n}5nWb++tBDRS z9gRl}4*dC!GP-_^CgVeD_YjU6iL`<-p%4PY(iXBYhR$V+A_ZKz@s7DcoAs$LppgsV zJ$R=s!o_S)Gd4dSc1LKs>g#(mE-sFmDNJHMf(@es4!#rcM7np-dm4a<`pW&Okrjf~ zo&ZHBeK1PkIAlyg9ASaRhxPz4w-_+Zz>ZNs02k^y!XRSkPJ|FeO#qYxXwsEn@^KrQ z3(Cx(CG?$NCP#FzW9aQ?MA5n79x@4RL(tmracE?8R0lgv8#b6-l~JYurfD8R@t-IS zm~c~%f=W3a`Xq88W4Gc{D5E9+O9O{}!MCr*pDya5PG*atKwL)|e| zE61aEch1tt%+Cu!g>tfvcw+y@Tk#XZ9d&(JmHkaCt@WivMCx6qonq9(bapM}t$Xg{ zqt|CDsI9PYwMcfTzfkNPe;mecB6N87b2NCPuR=L~T9a^%jjh?M!>3h9T=up^79N2z)B>GxIs7<8zI3&l;~zu_VoRFTL(m9`r1HPjQ!qXQSPL~>& zwkvU4unh>p0i6tZ+u-LWCPtQGfbSHm&v)Q9tus{dfvut2lBwUNoyecy&{=G7+`@-W zU?bu}FF`5T2g zP$-s`mzP`KsY4xrnxh)~SR1-*9^yEJJ?-2(pSwfqFgQc?6#jKn!3KPU7%X^yXDgB$ zl8LNh4W@eGm+bfxP?QBsd!P|m5qA0Vp(heUjL2mGoc%ZoN?F_Qr#{|x;6{>vgsk<- zf-g!D1`EBuX&e~p4&iUjKdYYQK3v6{)RW*JwJYwibwj*$ZEX6eYS50D6U%rK&nD^W zHmHQ2@*ivOdg+#QXj#O>V4>d2v8FYCcIkS%THvjJzs`fbyv9HFaHYm5WJL8AiL zs^3GBB(|(AqZ_r_!2>jEB%>v@mJJ?rJ6wapC-Z?HO15<(A|9mi*pVZ5C|)8@w5V8c zn2sN0wc&V2sC-mrzYPU^nRq4!%%s)DB~1p7xq5HIZgr}JiK~JFNp&Ll$44Z5R<^Iw zO|?IsScVpefC(_Z0%_2PB6(NJuM7DFQq>z4bzDi0{Lq84ym)L@Up87y^w9=}j5SC# z0AO~~d|*J;cwn;mqoGg|`C3eSlV-E01D+O&|%CpMY9kfOZUwl8Fi0 zFzRLDojdE^PNbnaN4n6$3m`n8i|`h=oa>L zE{gRNXO%9aqLKaDeIy0j<1~!_xNb=z&k@Z1$<8j*{Eah8ZtMbi4%BmCCQ$cBm?@Aj zX&L`4yf&Iq(pjHq0&mKBx&>|0*h|=Nk@q3RT)?v%F)hhJHgoa! z?|51*JzG=1P2~t}udoA#mp;SuDQj*=)0ubQT>Y{pJ%{()KPaRhfA}7+d2L(1_)CL^ zRGSNS(I0nL#Pv5fosw`b=L$P+sTrpeceXuiZNZJ`)u%sbhg@F2Iz<*zjmBoasj-%n zCo5OtUvBd9a@8hR%7uC>u5tz&##CM=gOlf5&<@(8YclVwEFV`JG-=i zh1cx#SpXW!EMRCGMUt-CsqaH8<@ZORe{8oNQHV_ow+gzItz`IkmOgIJD8W(!R36OV ziWw_3=&JUx;1^1N{$ovm@P~|-XnBh4t+1p7{<*;`yvy zb0l}K7*1ode*y0M$9S9Da1lmOQ6Ht)c5BkW9!pROOprQ&3mnMz0ECFw3-^w&=4_iJ z6jVJJs0DP5W5`PU3^IVmwB#eQ7b@LgFinrVvTT6{NHtQX=|nr&DhXgAT7ez~qM0Bd zA7a1b6L6kbl-$%OQ9PelmR0MEQJXMfHAUqwMs772fFl)b!O$`u=wqUOMr`f2%Fc#D zZ*TKsSA^kCHqvaJ25yR?G$u7DJ6GXSNhk$t+FriOO*8PIk4G;{up|!OPJ)t*klcTa zq(^F$MJ$ho_v|$K2}BU|;3tvp2t6+nN3VVl)mjfYa@4TGMg#_XcTw3>j}3pNMjFGT zH4qr*j+B69!&X0`IiF8m0fnaf#(IvKj^FqN4>crD=GwLIm#--N?Kkn4i&_$P8a(SQ z*nDa5%E|z3zmm30l>_~mg@35=X-thY+5`s)o5<*VKET>KKGkQpP=t+V!nsE??0D;K z@u0Yf>gWcx7|uP;GYtqQKgn6UX+RHH-TSH!4^ z36z}2R<~Rz^H!C+F9;BuI*zt$Z&4esu695uh*)X`g~lb+s_PZGUD6@bN{hV}rA1Yvaf~aZbW&-E=99#Ez)V)G)p|VkevpHyt z-^^wByn13nPBj4Xec64KS%=a_Dkb{oGpcCG@eBvoN2r^T7@O9)V)eAS*-Q#U#%7+q z5B~?Gmq}n&8x9DZB9%b0J7S#gAm&jiXt`y+49x|#59<&GP%uD(4T8Dc-B>!*Q{W2M zO02?AUK0VwPosv$?*O_^4B-@ch5P-O3pBL?uaYSiM;}Nqd*-py6^g{i!VHL?00uaJ zR3VNgf&jBC*`NXLPv4oh+JG=fR6#8QLTnuzcyV%(AeabX$nH2eE>!~sc56KN|QYSjvXE2!qCe0l)2sX_Fc8dBr{+g^<5fa=ZztSm|dF@ z4Te#N3}YtIORXXuyovrmk%i-(;su>!yRJv$l~M_I6$=dI_6Q!9H3sN-2qF00vCxC` zB2V?g&lcc&$FLC`(k+eX%w=jNNBUcIF(*T>qK$0Se<=^8B~@OD-m^24xY8_8^r#!6 z1{sLcd%(YN^hiXVh9=i}BEyxJ+Om>Rvw1E9Dux9{?kTYwCT*WGj#pg&r8;2c(YSL; zZ#pjXx8}Mx4$Ks6UFw^|$4l+#$7_6ERhb;Zry9miw!Jyg^v7lIc0J(}0^`3biZroj zaZh&hg;c1r&ZQaGRvKnMGx&g*oBKS}Ot?7dz}1g_m+w!Te|vKLTI?3n)TFz2bAc)b z+ccT2?EO-~IxyInWKnA}213d7w{^enwYjvkzQ=pEK7VS=>HV;!=jVD|@u?B(+TxhL zxjyfOPB2UWV00m4+3)HLabV}kJc|x8um6@*1zcY^I632Cby0hC{`o_6AVDXuwD-)n zFFF$*D{uyYU*$Wrb=mrSz}PT>QfA@wKSA)bFuUu0zS>k9=h|rlL7>?rncZMqdrD}0 z4)AL14}XXUcf0fH7?*=k08-PtuLX3RH+n)4yY~ajD(8Ity0PNvO&~^VEA#or#6lgA z=8bdg_W-d4Rv6^lYd@OGu28`}J38m{>v;WMDu0N$mOfyebyTmn5fR~lo_4Z{V%6Dswg|XY2$u?9|;G;He ztN3Axx=chNRx}DiOYF|{g96y+hwy!xz&0KGo5k=Q>WCZ}MQ54-Swh2>QYkmJxxoVV zXlHN`>uzuoYN$Y@fZkTL+O(~$?d#}hw&hE=Cctd(hDCo@M@6TR5{vr+d1&{ODeRg9 zki<3TIwj%0tv07Y$pTW?_lg9qHW!Xbr|t$FZ%Ol6xKyyB0he22;8|wDEWLy7o)T1> z$B-%xWIqH%pqj`O6&w*bl0+|R4{npPDUnPGof>G%Pr@870Ytm>(X}8QkbWktCzps= z^cWGp+&cXv9D#JAXclYm&Kvi}aIOv`)L%+RaMTdLcgR-Lh7QYG->7zg)aAUvrD~@p zk{8H4d+qS~PXCUDh2Ec-Radq<&vTdeL($XZEa2keFHcKya(s-C z%21x#^|h!h=wQ}e&MnrB&Mq>FlV6h3v>&PSMR-XvPvbGU`LB(O>@03-mD9~WWgub6 zs%Z)pdVl_)pJT^+#d5u@GQI2*P#rX-7ugy@G09b(64u(2&gjs0K%ZpZ+>Gu(x>cO2 zyfE<;Ff@qBxco*IqJ2ET3o0wYA^MQ%#>SAj#iHP7V7Z?l>behIiqhc^KlJ*O*P0W+xX19AJn#bWPnq_?r@mEzB~Bz*zNko z*T`eNqb|ItGSmoqC z7FNyb!BHf{py+w(vfuC5DHG_MT=}VT%Y+3pMlGpU~w9BRvp-71l!uctXlod1c;*_$WCuK5tg=pN?FQM9;({ zb?hu&qF95(=hyzF;>pxN9uU`Cs8BZoe}Nt6e!Q9nyk8=oOhe1zJm$WlaX22FCOe}* zG#&(WU`@blPML@t2nR#2E7@FXZk=1?vWP(1Fr_8vz({FDa32_lir^6j<0t7Ao*DW8 zt_F06Cz0#0*I`ojT6-bG$KtmUZLhQzSBDe**f=1t*ZNH( zEgqj7M>n>kz#H89m6?O2>=fFP8t(4fsb;b>=#i+?#VjBxCuzuucmxO}4QM-mhc90_ z#0S)q(P#$IrT9s~moFgtfQrJMs*XH?!s0&4jUIp<=?%|44yNUg-Y&9?iT>ysvUt^| zJFpRwo;I4Ep7tBT)*&)2IyoXxDqLMEhxherpn&#Mv|`|Ji(O$4aEPS=KcP^=vTcc2 zs=`9w77^J=Njx>f8F?tKAKo1~brk>#&9XX?P3c9#c4X;!`+#?(;6;Tu0;H0>Y*1Y5 z-pg9D&NA1z^OBsKUY80hv0(Iet|YtG#^CuFxt)$v%k3D9>hKh`c+p{RJn`o9 zH<-VA&?`zMGT9DChh%NG^XGQU08smNxDM;t5wmT@>OC>8eGNS?LPeXmpNTDh+%My( z;0G~CeEo}Z02_%~>G!@Kt4v+Y#y06W>jg55B5P^5OahlNf%J9R|{PW!m0?_;E|pbXFIK!eb2V;ijpn11Kh2F zMm$Ef{HtOw*v^n9cGMIg?pzgPq+ojBHkdy)j7f4Ln2*$_?F3^wY?K!j@eS}4^TC2H zt^_>Hgz#Vl)5#>S=}E%X(95or%~>p?N`2(7xE&$nw&DOjT7U7VP^d$q!V-pU(r-`= z?uAR)^=7%vh69*`05e-t`w(7nhbguK!T7pAbuJ@vRo{*Z|8tAC1J|=WD=)e?`QTN7 zomE4U6|x1+pzyub+;yc3JDw=R{5>FqX`=i#UfS`U9J%h$tC45ky{EYCtM69r?jc!+y;JWl=ns8(ad)Gbm1L`3`DnlR+ptMy z;>n5E=}JSN-`ZgmJPDJB!4MINY$=!Co5fr7?);>q<@hGg+jNWk)MlOWjh@Y!&Co6= z=`kx?oW>tmIrb<1emUsdp9Af>fKQy9M|$@!@tFhJ6p%=W(qe!AJt32Iy*HU%*565N zbzi66=AWJVo0$L>bg>?&a+()$UYG))V)YmgI&ziaQDegQ^M@*SNq>GIGW$MIoy0iO zZ`vk@f{tm&Wp#s;AzsjqzN1uhzR&v&QX}sE^syhS_5dlq&YyL%dT%>m<#QF4k(jsj zqKc>o5>kf+PE$G*t=k*qE3Dm&XtYSwQ%tVOVyGU5CFarx*F830B(#p5W+&CIn3PNG znfg!~c!+p7?mFv#4l$JdJP&Y9po`R44u8XAfvn0S2+>5J085uOO?YCr8>akeJ$UgKh^(M?$IL8eX86+Z9eeb-i7m%IwiwX@)VYt8Pl`xaK*mNjB!8@HXV zs8lb&kq8Dll6EFx)8|u7vRZ5(L|jkGpYELe4r$5W7P}@fE_t@!Andrg`^b(zB{Ur` zW~S%6w+xrQ>{OW^Z;6x@*E-^4`9@L)=zikOttl9z1Y~_O+wC)2GVumY$qi{ID+0<{ z?;`v^A}|#%7PHXeZV7BmEc|^?68+_lf=6-{2wuLH!R=s%Z!ylT`(O>WO7SR!e%pd~ zCDp7cf_l^x#vO==^G@zx!n% zJ{=&rxmRk!mHJgUI`w~1j4SO&lSB+8o>X+rc~;M~5_YrD zFva4pcNuvDH|E%^x2?^YTrsXKi(7T$9^c-D3l@;>2}APhltvH?6A{U`X02`nfx-!6 zKcc&$rd0Vn!-!lGH#?<{|5wJ?bnE9=t!;==PF}9Cx2ycdzW#pS=0aR;>oVovOI`$R z30w4d`ROad7TKrDA_W7tmax}`gT*tyujY+NA$O9dKYzsJm}#C(Z|$yDb=FM!8D5d*iOn^xu7ZZKD!FDH%X61olrIFJg<+{zZ|#-%+7Zt4Bwm}b&d2II;flWeW;R*~a`JTXj~C@#mRswWTv}q2eP&d1 z%R#(M@b9cLWWc^l_e#}${IFcyu>V`@gIRPc>(xTPoOAse?;_(VB8y`1pwR;{RU53dH z2d|p<6X3EJTN2v1)_=GSDO3#V@D06E8*gS<&tZwu^oB_8_mi#2yhLa*duZgJlQC_b z9@UE&>dFWcK|OC5-vj@B6EKMZX8^k-``|wiVE+Pd<{oz;YKw!RM1acMDdF%VOlW{d zsKSKl{z7BB_a06cNozW(B z*tdel=QRCRVG>L`;fCB>QLv$k2;PdO$^VP%bDJX2gn5bEz)uu;)cf5xK8E&+&%g?@cxX)g(Fkg&PEv$y)mPO&;9r_}ETmA_EuGC|8sE`2JeTZ;XtRQyj0HBRr?IqgRvPvd-M^P_&T%ekU z$Qcc>Dxvofgp63kpRmCZ_CT}LtE3*AJ+7CvRNTd}+gvUWD2BAh#$I@urYwt_m�P zFqf*l@cZCxpZ8b6ahwOJO9f3Pi)6hmE*jFr!~;LHO)zF=ddzgmnjO!^r9K3(GhBk9 zc2&aW3FZe-V6^_A?}Mgdvvk+8bo(wm{B*Qo-_s~iV?vPNFSjfO9 z5`BBn&mnAV4eO#_5sbNC1#@q!zxmqvKZWP=4GLE||D`-Xl3wumEE7Hn4(EBtPGrFf zkVX2_ldxeFp8~&07nBk4$w`YVBZd05yJ{~;QeA!_TMkSEz1k;iE^?=$q_loEHH|Z^ zPZp|rp7X#tC0(v|z0B?(bDdRXOZ>F_rJb}B%nx~P^T=`YTN@WUcflsRd^awe?mq^j zy{2!Lw6vU<@Wvsc9d!w1?GNsnST$>JS+GPiAlO#+v14wW~L(4$pK)C3Sv&>lSldIjn=lFP6p>Zm7%>(ms4C)6#rP zo@=+iQkGTBB~*H;_Yd~;o8)V!D6c;7jD2gq(Stjx_Uw$v4aDa-#|cEZ8V|}Qn>rHT zJ#2iQ!#BzuSA$6r0`vqEelyiH>l7TiSUgmM?`wIJ1S9zbpd+k%3)c^SSKV*;ePo!V zL+)lJe%nFYL^xDr4HvJqI|*8Z5=Y!^Lk|=WN3=~qP=2T(R!^RTep7b|#lQW5lM%VP zG^HJDI8uZC2{1jA z1qmG8Yyu1!;r|;^dC`rUf6P!;jEvKS9!sC1HjOReE~gE$DiOyZ>?S;f=Iao9-UGF! zgsVxn(94r1j-*cm1&Rr)bb?Ds!U=joD*6s9K>Ms{*xsJR(Kl+9F_@@uf$xmd29hBY zFNM7toV2TZ} zrSq4C3>n2`KwJl3Z|~pb{Hn(}D%(14*;)zbT)*dL)$+45N!~_4{82mJJ}&0-r$Mbj zR$Z3j%JK(Xe{cebYX3A(W<#m4lhqb%)*jwV8a$zs52Wvi=_a)+RBJIoHI04mb=ijM7v-{P$`8hj~zfj}HU16n*OQ_%Y5e zI~qg&SJn^;rU&b2j6@*0_L7g)b-F!q| z`(YI=QlOdaOSiHqu3`Jf@CjqE0mm=|Dr@Qv%Tit4-N|_p_*-+n``ITV{WQY5d1$_m zg$B47BS6`ca63TuZ-OP05ab-I6%UgP5QV}%YKefw+6Pg%24tdHBs|CAjeFL!p`DFK zIZnGD9GyCRgk6RzHgOgZGM8>|Eag~yUNj=ZNdQaYeHaTTql?M&usz`cc><`Ped`CQ z;0K&av>B4h1JE+hz!1X|2jIx(O^rdbr)V&z^0(WLL<{6Dg=d)^oIsy505C`pfS> zDFsSrmFL<*+rL9dX>OcaJPXI(FDGczvzSZ$bAIPg_!?(Wk}%+IEA$8NLJV@{B- zpeK2KA`H4GlJdmHvdBmf^Z+rONRJZtA!9w=iH;9RJ) zrSk%lt;3aNG?`C?v-pib^;JU_+(QdlZu_|l2xoDJ`=PHN%9Ah@>`i&pb~;BD(o6Ds z#3=qFO>dxDKb1|sVB0^|MuNm0H*N8zObVYCqslmRb?Mj52AK+w_?~{PgP<`2-Eo4G z42RKg?=PYH+m9oTgh0Ebx}8)ym|X}V=ci|b?|8AzYs$u^?TJ3D1gg*mI?a4@{q8_T zI~V~%j}jF^sy0k@;~WIxtV%;Os=hF7%!GY4m5D%Cw2`5RxJ#x9D7b?2raD7iYyXRN z)F7hfx>T;mwZnKTfJAI`iUCNUBYycZ5j+@h%Mt zz4DQ`gMdcU@+Pm?u~=tta>)LajwGChBpwcgl;BCyLJ=7SeAd+AopPkN1H~HADg`pW zc)U4h`9_g~@x3I$f^Z?zdlqxEGlxKMAn#2i^jN&s7T;o(R1{FeparUO7|;$X>3m+- z{ihJL>Leo*S1_)>ZriMN@Fm7sd<6x~-tR7)OEqCCoQ%hhy^q*%%>hmhk~*%81({UA=X0bPD#p3$$%|{n;C*H3 zSQ%+$m=^f~bj9+i(NYmfy+@dBWvhg0KRL1|-!MN{THK0XWY^o^oYi1=~l39TQUgAjZMlSjzbj@A2se+)+X*Acq3%`B*&mGHHE9IOv)zB z;@Zzv1{twl%{dx|o*v&7c5a=Q1}5^YuPPQ9Bv!*AS23bcOx z;4YC}03p!y2};mFFmh?`it+|5CX-m<*qr~fjQsJ=J~$BEHwP>k!n5-)B_Gbo_Q z{E^;0R!=mr5b(Ry?ea&0CrA5}{@kjzkeyNausfl>1q5Ok_N0LV(T8xqXwjk?ysjWP znjqw_tqca?;cboBGKk2?jFf~%|0Zt3wrch~81b5{6oJyf4XM8d)y%3@tD+IHi8qXv zUW*tgm;2(z#wjhCz!{K%Eyliw!y%5FRU%fswZMs%hTH+rS~# zu3y3J_fT1lJRu1c0L3X?>9@HG(!K?iErwppUe2G(_?)byad*xbj^^uLRJn_dQ5jfr z!_HM^-yeS!$oh28`+rhG|GT1AAr_ai?%MNT!Ms2SlvqmnS*hP%_(n zoPtO)@afa1`|WD~lWtu;{q}!Sb@N_>+vCG?CUe(ax*ivD~$R6K1N_1C{)To3>0|F^dM-=FAzySV-D z3;6p9{QU&}egc0#fxn-?-%sH0C-C