From faacab3cc4a47bf587110d9a1a6635dcc23bbfe3 Mon Sep 17 00:00:00 2001 From: KonovalovaAlA Date: Wed, 15 Oct 2025 22:01:32 +0300 Subject: [PATCH] =?UTF-8?q?=D0=94=D0=BE=D0=B1=D0=B0=D0=B2=D0=BB=D0=B5?= =?UTF-8?q?=D0=BD=D1=8B=20=D0=BF=D0=BE=D1=81=D0=BB=D0=B5=D0=B4=D0=BD=D0=B8?= =?UTF-8?q?=D0=B5=20=D0=BF=D1=83=D0=BD=D0=BA=D1=82=D1=8B=20=D0=B8=20=D0=B8?= =?UTF-8?q?=D0=B7=D0=BE=D0=B1=D1=80=D0=B0=D0=B6=D0=B5=D0=BD=D0=B8=D1=8F?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- labworks/LW1/created_0.png | Bin 0 -> 737 bytes labworks/LW1/created_0_90.png | Bin 0 -> 264 bytes labworks/LW1/created_1.png | Bin 0 -> 701 bytes labworks/LW1/created_1_90.png | Bin 0 -> 196 bytes .../{image-4.png => plot_0_hidden_layer.png} | Bin ...mage-5.png => plot_1_hidden_layer_100.png} | Bin ...mage-6.jpg => plot_1_hidden_layer_300.jpg} | Bin ...mage-7.jpg => plot_1_hidden_layer_500.jpg} | Bin ...mage-9.jpg => plot_2_hidden_layer_100.jpg} | Bin ...image-8.jpg => plot_2_hidden_layer_50.jpg} | Bin labworks/LW1/report.md | 110 +++++++++++++++--- labworks/LW1/result_0.png | Bin 0 -> 32421 bytes labworks/LW1/result_0_90.png | Bin 0 -> 50585 bytes labworks/LW1/result_1.png | Bin 0 -> 29834 bytes labworks/LW1/result_1_90.png | Bin 0 -> 46220 bytes labworks/LW1/test_12_7.png | Bin 0 -> 9547 bytes labworks/LW1/{image-2.png => train_4_0.1.png} | Bin labworks/LW1/{image-3.png => train_4_0.2.png} | Bin labworks/LW1/{image-1.png => train_4_1.png} | Bin labworks/LW1/{image.png => train_4_5.png} | Bin 20 files changed, 96 insertions(+), 14 deletions(-) create mode 100644 labworks/LW1/created_0.png create mode 100644 labworks/LW1/created_0_90.png create mode 100644 labworks/LW1/created_1.png create mode 100644 labworks/LW1/created_1_90.png rename labworks/LW1/{image-4.png => plot_0_hidden_layer.png} (100%) rename labworks/LW1/{image-5.png => plot_1_hidden_layer_100.png} (100%) rename labworks/LW1/{image-6.jpg => plot_1_hidden_layer_300.jpg} (100%) rename labworks/LW1/{image-7.jpg => plot_1_hidden_layer_500.jpg} (100%) rename labworks/LW1/{image-9.jpg => plot_2_hidden_layer_100.jpg} (100%) rename labworks/LW1/{image-8.jpg => plot_2_hidden_layer_50.jpg} (100%) create mode 100644 labworks/LW1/result_0.png create mode 100644 labworks/LW1/result_0_90.png create mode 100644 labworks/LW1/result_1.png create mode 100644 labworks/LW1/result_1_90.png create mode 100644 labworks/LW1/test_12_7.png rename labworks/LW1/{image-2.png => train_4_0.1.png} (100%) rename labworks/LW1/{image-3.png => train_4_0.2.png} (100%) rename labworks/LW1/{image-1.png => train_4_1.png} (100%) rename labworks/LW1/{image.png => train_4_5.png} (100%) diff --git a/labworks/LW1/created_0.png b/labworks/LW1/created_0.png new file mode 100644 index 0000000000000000000000000000000000000000..e7161cfb129c32be280a43f06bd4c791daa11bd3 GIT binary patch literal 737 zcmeAS@N?(olHy`uVBq!ia0vp^G9b*s1|*Ak?@s|zjKx9jP7LeL$-D$|SkfJR9T^xl z_H+M9WCij$3p^r=85m^SK$tOhk#HkWLwjaOL`j6Nk5zJhu3lnFep0GlMQ#C5H3Nf< zeMLcHa&~HoLQ-maW}dD3``!E16*5z7)x%AF4SWlnQ!_F>s)|yBtNcQetFn_VQ`GJ4 zc)4sUtbiuurj{fsROII56ON0GHI_ zN%^HEwo0X?nJHFjiD{-uDJiD9Nr}cOx`u`+iMoj?#)i5n#>Oe;riK zGN53Bhi+;fFi6XRVW%@?1~)L=AA7nuhIn|towAX)#em0k?rMp%$rU_ii7dy8JUwTA zia#hQXkFkaenHgcrS}WQ{J`C`TqAveg?y1Q7g5Bw(%UEF!!zJTj|yv zN~ztp(aA@@-BGKt>(cqJ-y*PSv+maKFU~}4c_e7|yuNk+8^7+^Q%wzznZ#GmZkg$S z_Tj<{d|RhZD_dK;SRg!Q<0a)czixMG$7C&;Y81lxvinQRn~Ldij$a}A%N|NsJ}~U) TGyecgiVO^%u6{1-oD!MBm%{;9O4^#}E(ix05#VvMBPfaBB7%X*Bz3G;ZSH zzZyuQA<7(n*OeHR`r~UoqvSS)iQid>-(xvblU{zPzFy|KbLh* G2~7aLxMS@A literal 0 HcmV?d00001 diff --git a/labworks/LW1/created_1.png b/labworks/LW1/created_1.png new file mode 100644 index 0000000000000000000000000000000000000000..0398c8dc08c732d52537cf3a85f8a199efed6f9e GIT binary patch literal 701 zcmeAS@N?(olHy`uVBq!ia0vp^G9b*s1|*Ak?@s|zjKx9jP7LeL$-D$|SkfJR9T^xl z_H+M9WCij$3p^r=85m?+L74G_w9y-&hW5;mh>{3jAFJg2T)o7U{G?R9irfOAY6b=y z`-+0Zwic-?7f?V97Du6s&rHqo20xNy} z^73-Ma$~*xqI7*jOG`_A10#JSBVC{h-Qvo;lEez#ykcdj0WPV<$wiq3C7Jno3Lpa$ zlk!VTY?Vq&GgGY664OkRQc_HHlM;IBp+Tr zXjM=aq5tk&-RVpHTTTk;R5y4qbZ}Q@JidLWQFv=u?o5ws-p)drs=4~fc^wJf;m!>2 zrmbretdpNneC?Y1&hsC1lXs-6t1nO%f3-Uy!}z_rC1YN49hu zPfU4#_wEHzk4eW1eX_NG^_NRjiak4E$mYVbRAld#GbYcCb8n07H27xBlC*zc^QB_aXoQ literal 0 HcmV?d00001 diff --git a/labworks/LW1/created_1_90.png b/labworks/LW1/created_1_90.png new file mode 100644 index 0000000000000000000000000000000000000000..61d1ca97cde974b37049780ebb17588e9fce01f1 GIT binary patch literal 196 zcmeAS@N?(olHy`uVBq!ia0vp^G9b*s1SJ3FdmIK*jKx9jP7LeL$-D$|SkfJR9T^xl z_H+M9WCij$3p^r=85m?+L74G_w9y-&V5FyuV~B_M+p`-58w@yD1FWu{%(&SxQG(Ix zRL_DrPjrf+Zmc+3FM9l=JgTe~DWM4fmqtT$ literal 0 HcmV?d00001 diff --git a/labworks/LW1/image-4.png b/labworks/LW1/plot_0_hidden_layer.png similarity index 100% rename from labworks/LW1/image-4.png rename to labworks/LW1/plot_0_hidden_layer.png diff --git a/labworks/LW1/image-5.png b/labworks/LW1/plot_1_hidden_layer_100.png similarity index 100% rename from labworks/LW1/image-5.png rename to labworks/LW1/plot_1_hidden_layer_100.png diff --git a/labworks/LW1/image-6.jpg b/labworks/LW1/plot_1_hidden_layer_300.jpg similarity index 100% rename from labworks/LW1/image-6.jpg rename to labworks/LW1/plot_1_hidden_layer_300.jpg diff --git a/labworks/LW1/image-7.jpg b/labworks/LW1/plot_1_hidden_layer_500.jpg similarity index 100% rename from labworks/LW1/image-7.jpg rename to labworks/LW1/plot_1_hidden_layer_500.jpg diff --git a/labworks/LW1/image-9.jpg b/labworks/LW1/plot_2_hidden_layer_100.jpg similarity index 100% rename from labworks/LW1/image-9.jpg rename to labworks/LW1/plot_2_hidden_layer_100.jpg diff --git a/labworks/LW1/image-8.jpg b/labworks/LW1/plot_2_hidden_layer_50.jpg similarity index 100% rename from labworks/LW1/image-8.jpg rename to labworks/LW1/plot_2_hidden_layer_50.jpg diff --git a/labworks/LW1/report.md b/labworks/LW1/report.md index 3db2d95..0e87231 100644 --- a/labworks/LW1/report.md +++ b/labworks/LW1/report.md @@ -82,10 +82,10 @@ for i in range(4): **Вывод:** ```bash -![5](image.png) -![1](image-1.png) -![0](image-2.png) -![0](image-3.png) +![5](train_4_5.png) +![1](train_4_1.png) +![0](train_4_0.1.png) +![0](train_4_0.2.png) ``` @@ -194,7 +194,7 @@ plt.show() **Вывод:** -![График ошибки по эпохам](image-4.png) +![График ошибки по эпохам](plot_0_hidden_layer.png) @@ -214,15 +214,15 @@ Accuracy on test data: 0.9185000061988831 ``` -## 8. Обучение и тестирование модели с одним скрытым слоем +## 8. Обучение и тестирование модели с одним скрытым слоем -Проведем тестирование модели при 100, 300, 500 нейронов в скрытом слое. В качестве функции активации нейронов в скрытом слое будем использовать функцию sigmoid. +Проведем тестирование модели при 100, 300, 500 нейронов в скрытом слое. В качестве функции активации нейронов в скрытом слое будем использовать функцию sigmoid. По метрике качества классификации выберем наилучшее количество нейронов в скрытом слое. 1. Модель со 100 нейронами в скрытом слое -![График ошибки по эпохам со 100 нейронами в скрытом слое](image-5.jpg) +![График ошибки по эпохам со 100 нейронами в скрытом слое](plot_1_hidden_layer_100.png) ```bash Loss on test data: 0.20470060408115387 @@ -231,7 +231,7 @@ Accuracy on test data: 0.9412999749183655 2. Модель с 300 нейронами в скрытом слое -![График ошибки по эпохам с 300 нейронами в скрытом слое](image-6.jpg) +![График ошибки по эпохам с 300 нейронами в скрытом слое](plot_1_hidden_layer_300.jpg) ```bash Loss on test data: 0.23246125876903534 @@ -240,7 +240,7 @@ Accuracy on test data: 0.9337999820709229 3. Модель с 500 нейронами в скрытом слое -![График ошибки по эпохам с 500 нейронами в скрытом слое](image-7.jpg) +![График ошибки по эпохам с 500 нейронами в скрытом слое](plot_1_hidden_layer_500.jpg) ```bash Loss on test data: 0.24853046238422394 @@ -256,7 +256,7 @@ Accuracy on test data: 0.9283999800682068 1. Модель с 50 нейронами в скрытом слое -![График ошибки по эпохам с 50 нейронами в скрытом слое](image-8.jpg) +![График ошибки по эпохам с 50 нейронами в скрытом слое](plot_2_hidden_layer_50.jpg) ```bash Loss on test data: 0.19981178641319275 @@ -265,7 +265,7 @@ Accuracy on test data: 0.9387000203132629 2. Модель со 100 нейронами в скрытом слое -![График ошибки по эпохам со 100 нейронами в скрытом слое](image-9.jpg) +![График ошибки по эпохам со 100 нейронами в скрытом слое](plot_2_hidden_layer_100.jpg) ```bash Loss on test data: 0.19404223561286926 @@ -288,11 +288,11 @@ Accuracy on test data: 0.9413999915122986 ├─────────────────────────────────┼───────────────────────┼─────────────────────┤ │ 2 (100, 50 нейронов) │ 0.19981178641319275 │ 0.9387000203132629 │ ├─────────────────────────────────┼───────────────────────┼─────────────────────┤ -│ 2 (100, 100 нейронов) │ 0.19404223561286926 │ 0.9413999915122986 │ +│ 2 (100, 100 нейронов) │ 0.19404223561286926 │ **0.9413999915122986** │ └─────────────────────────────────┴───────────────────────┴───────────────────────┘ ``` -По результатам исследования мы видим, что наилучшие результаты достигаются при архитектуре при 100 нейронах на каждом скрытом слое. +По результатам исследования мы видим, что наилучшие результаты достигаются при архитектуре при 100 нейронах на каждом скрытом слое. ## 11. Сохранение наилучшей модели на диск @@ -301,3 +301,85 @@ filepath='/content/drive/MyDrive/Colab Notebooks/best_model.keras' model_2_100.save(filepath) ``` +## 12. Вывод тестовых изображений + +```py +n = 31 +result = model.predict(X_test[n:n+1]) +print('NN output:', result) +plt.imshow(X_test[n].reshape(28,28), cmap=plt.get_cmap('gray')) +plt.show() +print('Real mark: ', str(np.argmax(y_test[n]))) +print('NN answer: ', str(np.argmax(result))) +``` + +**Вывод:** + +```bash +NN output: [[4.3196760e-06 1.3248758e-04 9.4383031e-02 2.8113697e-03 2.2433515e-04 4.0835417e-05 5.3229469e-05 8.9428437e-01 3.7515254e-04 7.6909573e-03]] +``` + + +![alt text](test_12_7.png) + +```bash +Real mark: 7 +NN answer: 7 +``` + + +## 13. Тестирование модели на собственных изображениях цифр + +1. Создадим собственные изображения рукописных цифр "1" и "0" + +![alt text](created_0.png) + +![alt text](created_1.png) + +2. Загрузим, предобработаем и подадим на вход обученной нейросети собственные изображения + +```py +# вывод собственного изображения +plt.imshow(test_img, cmap=plt.get_cmap('gray')) +plt.show() +# предобработка +test_img = test_img / 255 +test_img = test_img.reshape(1, num_pixels) +# распознавание +result = model.predict(test_img) +print('I think it\'s ', np.argmax(result)) +``` + +**Вывод:** + +![alt text](result_0.png) + +```bash +I think it's 0 +``` + +![alt text](result_1.png) + +```bash +I think it's 1 +``` + + +## 14. Тестирование модели на собственных изображениях цифр, повернутых на 90 градусов + +**Результат тестирования:** + + +![alt text](result_0_90.png) + +```bash +I think it's 0 +``` + +![alt text](result_1_90.png) + +```bash +I think it's 4 +``` + +*Таким образом, нейросеть смогла определить 0 из-за простой и неизменной формы при повороте, однако подав на вход перевернутую 1, нейросеть не смогла корренто определить цифру.* diff --git a/labworks/LW1/result_0.png b/labworks/LW1/result_0.png new file mode 100644 index 0000000000000000000000000000000000000000..fc823d1b80df3627a386cc9cf1046ef8a7d8551e GIT binary patch literal 32421 zcmeFac{rB)*EX)XT}p#ciFSj83?-FBvr-|MBC}))2_ZwnE|p3p2_Z>l5|UX7yG$XZ zLM3#Q%w)KE&vk3>XYc(Tp67l4_#NNs;qL*Saq%E6UH9wqP0? z8{3TCySA&au}v_-e_N+c#&=qua{A-1amQ8Ux3a~R@G|g^iAT2V+rq|{;5B{NU=sfQ zlg+M!$JyBC*wKIE>P+|@+1T8qcW>XK>Ztp*w&u7t!=RbT-*<)Wr?`8Y%|n)%`$pW- z(%yK?aAV2y-BEYKVxJ$oxA$aJlcCH!jT-k;)<;x)_I`~NJ-Pbm#ukUq%N(5V)PCF1 zV%4@V+4}vC{hWF8*b>B=GtEAPUA?cqXGYho^8N$8ha~ww%rfUY^ZgUAOo0i{`JXW^ zwwyDM0oA${Bkr~u6U8&cns$uThu`Elj4XbdF!8Z#Z?74aV^{Juu*3^{-?;YTybNb z^Sm=Xa9K(P3G9MX-g=_F&ZpQU+Mizbei5xJN&Ix~01qzs)9cDr}E$ zOTSxte~(YR%Z}FSc;EW=cz>Rg0wvLF*tg-~11`F$hrVT9FKt%CgotnnKPtaeY~r2! z@mgVH)Ju+^XyQu!Q{zjccUKl@$_8uT1v@$(it1&>7!_P)yb9Uo++Ta5_vsY=FGYT9 zTH4wwU%$S&+VAqEyn9Y_m5QuV3awJ+8sa9W@)Y>Fqw=f2s4X%&Zy@OX!qnJ!d$>|? zl^nA|jxkg}nw8ZZ*#6~R{m5fo*IqT|7kRnzkGUR|@7_iG`OR;%-Oz0kG%a{G?LsaO zbJwG~$r9>3jrq{K+hGX-l zox61B(Nz3Cn^Ls7k%(`hnTyMz>Uh2C$OGYaBg0OO-A+f}J>I7`{E53aOw4t6c9(GW zy{0CU+ALRX4-Wn+Mn$-NdtK(Gz_|aqNkFl=ot-M(Bvw1+W?|#&^74E5%Dgma)7!)& zUJh+%k`_p-U0Q4+YZrL~pj?m>9CPib>;z(ksrNe3z=)ThN95)D_2R*#I1-V-2o zR7GCi+0(8vae5{C*Hu*ye1tWk!oqgg+uKh&x7FOttgNfCuoB<5Ss$}kAavu2Z>ENZ zpO$iW39jpB;%|Im*PDN(!ad#yxl-a4y#%^-$c9 zRlA+EnubO=zOx}vvAC#6aKRPXF3BCNLv^#*#77~F)@9?yp`2X;-Y-oOS!Uo=xQe~R z1CIDr>X*Xy3M>t;hY}2{ zgF{31eP0hQl6BFv&Sv(xHUyriD@!mccwJu~uPSu7jwX^#M!hocwgC^Oy0Njzu6*LFF|+_=A2p!>Rf(xV#7fwaTcSpyHU`ZL=Z*mMp~F3lV3 z%cA46qN?@Wb;1<`RYbVfSkv}r0!WwU$m7Dv|Z23@%;9(nzp{K*@@-N znSAq%20Ki(R(1@#Wsg6-+37peZ2*^xEN08YO^)v2cn33@+I0Svd|u@tuXO2@f`mu z)CS(GUDw62B8CZ?x{VzM`_;AP?dKQ$(iySTbkIhYb6R9(rVh4Id7Msq60FHke$b|q zNk`vFC8wkmw)Xn3Ba_YMrRF1HGIE)Yw2+UG`*};;F2YhO+D>{^uK4F(=f+M);}p5U zV5^jOjds$FwyB>T(%TpEdCB9lN*P)jI+N}q`!dwi_`1-d`Nz|18%wQlgm#4P&ui$M zqP|;%bDF}kIhXPbg}6MUA|su?M0uJ>1;h>?ToYb#kZ-0(sEn-87rMuXP}Rfx-n2QS z9uhsb^=Is{d7eA2T)ARqYx~H>E+*-fynuHZjLNs#^zf}Acd>o3Z?NyWP3S%JpQ;|d zy!*zxHudAj6W_jlYn<|Kt&B{}$cWpO%a=`UZB-5&IFNR{`Rd@{pj~U#DvS=xvSZ2Y zwQJXIvN>i-&)3`qleEWIw9L2Vbca~=xI>Yf7vFvHVt1gNyKZ~-Xja|H_DzfA+zzd? zdJkLu>ZOlxWlc@wu4T{6F45CPG?FEnY*Syqc@vRrQElE_68JX3$O9XROe|URiqRqW zQKf>biz<40lIZq&%u2n=tBW?ie*Ici_uOo{NsLOegb5a^d*Jo^_c8XZRc844w`um# z>akj3yO!Ons#0I2mvv~Nl;x}GVi|W~=FA#j`e0SA*IKP$`D)FVCNf`zUZ~wy78LYR zFmrHF?{qwLar@R9OZD>xzcTDzw)P6~unTccd(qxs$gp#}x151PW}A9v@{}p|9UrzV zT5q#?!h{J;0kkNZY}a>fAL?tX7-0_KWml%WV_wv47rWo$c$5F>N1KQT4|eXkB~pg@ zeqC7^7P#?*d3Bu5+bq{~DXaGphYN2-l6!O$r#A~adh;jx`|k@t{-(I;|4+l#U&Ed& z?mpW~U4+Z0uu*dT`iQerI9hT}PguaiBVNy*bG*bP@r6mEU-qG64(YC2vPut4?__ed zD0v(3G)e?>eLBgO(=9aTqG^4W>)UMiZ0U^~8y(UQr)U&NtT6og(`+L)zJiZ7zqa=a z&zg#(;vX)Y&#=Q$iG2K6UDUTwM(3DRz`mIt+Z4l(>z*wVXP-B15>BeqjN2}<@tPtJ za9K)O1jXHkbu(TaxqV59i>!6fWHy(r&)*#Xg=a#?dfj*p9H_Rowyq&&6XViP6US>M zoBLoGaG6CF^P1s4y9aPJtzA9++!>X~n>SwEpLXtyQ<~wNi@%WN>u%bYXDHEamv_Iy zjO?PLqvi|aa+w)y-+#G~&^%RQ@`q#NPoI*OmVOP>q%UrY!6*yfU#0!n^xfm5QStHX zlr-+-epKGK@5-5{A2RaEX)L*}EW;OEy>xei=3Z_wUDXpOQXV{bfYEsGT1JjJV4bxP zpI1QmIJRKrwFR2?G75Bz9rOPN0ffjjtQRiq1ziso64tu*5p!%O-F$RC?@V(0qv_{( zrib*n7S*4W-DwsqKAIiqWl$&AWVF8dEBAB>%jroOYlYSN&T>^)hP|gZ=g8GQj1nSaKI=iZoNnD&+*m5!KLfs<;XYMNyn-Rg>4Pd$NFI>Aq?p4?S(C` z!tX|^DlA>PG|j&C7WM>o1_Btvgxk0t)xP)6RE5h0#=_0cJiRMr`Q|PFYjj*(37#hEyXT{g zCY}z^g&lirJukK{`I`!cq>{$__e*zoJ8gfCqu{v%r=hqxIKo9Xd$GjzVw1I-HpNB) zE?l{fgOHUaTbto@AVISThX`>J-e3VApZaP)Nu>!nXMWBPTKb$v*$Kx3?pqCT3T_jl zdG_%k0q@L{{dnRFj0R^9{(jozv(xA7)_jjQ#Cv|~{GPE>57A7XCwFCSEuOg&GroMz zPrd#9txd%NmkJu1%-A%=D|wA7I|a$BeVD)PN3=TzxDj~a9EkcJkP2}9@@u0lplA0; zD$8yp1CX zXg+8$6hT;ovnlVzSNZhpl-}%->e2Gi@BE|N+((+--Ri%4W`Cc~Y#(K2lgkaD zlVdWJT75Kh%YvCT!9E4J)Ci!4pRYia&@} zj6-E>ABhCp9OkL47pE!eC|2B3pNv!$Y>8Pr$9ld_W;lcvEGc5>#rJsoR z_xC45WV0R?CRATsFucMnDF3)XaH;V1U4ndGur>7aT%L?id7drbzEuI3!+MaL85-gr zJTZrjOXZ(i4jiIp8|gp{wi1D8vQxK7+uP(lC;PsZ(dIectl0J@VVjPQ4)GfXJaEjf zU`_0sOBUrBCV2IFyn=&mw0+Uq`;z5mZ+d`t!ByIP(((;$>zvT_S-r8=u7$&Sc`-@% zUE!(_Zdbl~br;qYTbA5$T%2NYaq%>dTw1S1ivR_L>IHb%VcY`NX%l?zb*5jqdUYm( zW;09{O-SFj+UQLu`%D4MTfTl(1%m(e*9#^`juZ!s>zH^)F&w6EYsfW3n=m|x(h-8Z zuB(gNycjl^C%slzw>DX;&M$X(C6^~Q3U;MZ#@*N6zZ$Qm-C3J{g8MV)Afjvr!)%|T zqEJAwfA~24r@w6d`RLoE-Ixt?Q`2j?A0zxH2&nZ7g>de{lEEE|$*VJN-aUVQGJ*QQ zz(54NFkDx>yev#iniAymF)WPf?Yno$W)%;*R_;4q@XsSadx^gFW6*@pE1cI9Ut;S; zsu12lo(!NM@?Zoy9q zawy7?G3rQ)dL*F0Z7j;=+1S|9ypv2M&aDhz_1CX4;Duad`Gf26b8HVyRdxJ6+iuvm zZy%#7RvVVR>htIOpE?}}J{5U;doSSSecjtyjc8_7n99mY+fTOoOqQ-`duu2K;iBUoI}!gQJy5t@g}*yRUB~D2M|&*X5k4m0}fG6|WbM zz-^KyYXA!{030nib`z7GctnM^b!M3RcMtbh3#~IkvWL>MS>Hh@3NnCpclJO)b|lt3 zIw4`dRZ2i5$7wI1P9N?^2QL`tiW~uu_!wB8eN=XevdUZjqM=`1E}t9J@!xnzv^s;M z`A&WP0I!tWiE$$00R}wh2RuCw!g+z@u>&;%gK2JVu7K5p(}A};y?Ha-FEC?kRcyuE zWQ)r8??r-3R~(si^^yITOSNy!CY8%S4ka zRdG7eV^~mMJc44%hWslyzH5~KCO zk&1b~3Sp9~SKrf4v08b3*KJr17!oc|9ERf7yf9!@7UpMkL8f{nd&Wz5=(&h6i04zA}rL6kNX-Z{m zQn@wGwadth;^yw@3+5u`h2w@L^sn9pD^9c>Y|%W=JVLjM;cM|iA3qvkFx`@;c7Vja zI?KqB&oNVXl}?)K(W6JlK)Qvg>8o(r-j&Rj_>m|rEiL@6QOdhQZkza9E6ns002YWH zDQM_k;QrqsXc5DI215RGDfbB-$`0u|V*yVc0q9yQ-(r(Ba_lna4S2u?O_u@$19kAI z=4-|kEH1*Jts&y=p_(H8qrRVvgqT@xEgw7ahc$-|@G6EU4!eGJ7|NKru+*MS*7)B? zauMcF^_3T{vw9740*3NPP}~#5F$7D&tioMmb0^eTHnJtXiyqAcBTwqkWZT%3^Ve_zjh?Q=3X<`(xR-mG=k3w*{oiOG*&@3GjKf z;>@MlHeNC@F~PbY7|h(aYz|f&fKut_zs8Z#P3b?wv{uIcFN0>bA(|8YDH|PljU-dTlCN?mOnNG4!$L( z7Y9!UI-ZW*tf>)+i3h;{YY1|#R%(z?kUxym*VG-h9S~NA4_9#Yx^ef)B0y7z9|%_j z`Bsh-@)yYMIE@vN=635d%EJbk^`oxLkNhJc>M@!IzXv1P^E-{8uXPZbFlaAlVc4Te15UO1pu5$Mg=p0if@M}?BY4U zUpCfGR`1bXC8gHakq4xmdm{1+3Sd*u(vxf=z}lZEOvvbyHQ9!kaP zg6q(+O3}tO(<4_#$9^m>g59Rg*gbILFvvw@OoIFC z!(r12Ew4}tdJWI-v>@leg@14YZI#E0E+SL*oF`}stm|NxZ+6V+aPVj%xXr^sLELx? zhjgZ&W6FB)mI$7c&X7-8SiHQ)bQ)U)tF156PCJ=9^nsB!jId#4uyVj3zUYIp+;-DhUUc`tD4zuCJoNFqeNs znaO05JqhtQijn49PJ3U*=s(ye&;TiWEY1N4IPKiC3@^h3(~&C2@p*>Fwz#PSx1=6Y ztg&>c+X=WR8|?n!WNEYh=t*0tfa2lhY^4%opvN%@Sqd0xP#cS69F?ccww8- zH4AI&YTDbbz0rD=U`UE894`Y^2g;uNd*PeKsvtXy!#9}_PdtWgq~c<@67zLQh8?vd*z#MrPkzi;OqV&ipj_?As(W@5h!k_gH7(39=iM3`LZ$ylvZA zrv+X)-4m3Z{$@A?l+At-E;U?&oK3Dbv$)wlFu>Nb$xMJXfN!=N>N^S_RWkGhv>2sj z3mc0#Cb4x$)POH8(t92XdJ0QHbi{|JXQgdEoSHm&a?!d8QCcTYre}5e#D9s_V@9#; zP`(j62S@9bb#<>S;xiwBx9XM@7aKD&U{(>3Axgd_suNYutgWx)AAZVjns;ellbOu; zQjX1yu+44nQj~`J+cl0H34d>u^0lvJeUs`UuQ_aNF82XbYHAKrM$FjQxUK;E238C& zFc5ZXpZvse0&TeQY+&j2~2H6r5o_u+$P-Q_GhlO+$_0LW6O2AnH zWeDbr-Vgyj1yZu#KTOCR`j*a$fIdE(RGWHS9(ka1Tc2k9#K=_(#WYod-u?E?YS9MU z?d@4ZaWfZ5-(MO@xe zBG;jJ^;M$-a-;I29UP-~8w$KEVD&F{?#0?Ct5n zIc9|U>XsLZWyjQyGV2j8rX%HDSy2(X&0{75WS766pVQ}+UbHq3U*Q$LI;4YJU9ez5 zl40Joqwk;Wf0tri4TJ=CK{USFBCF69#O=c?z?PPla^eVFha6%LCho*$ zvrRqJlztO5+n87&B0F0T`~YEV${lw4a5Xk|Jl!?XjK0>JhB zT6%ZWj9l^cjg+6vIiTG^aW+u+0R-Vou3ym7)&@op8v~13o;?P`uzf!`4D12W#~`|u zVU_`jLF`5YLr`=jtP!VbVG#|_4NFc>+OPo{g(G!66J*U9Ocz-_U8&&GyR<%zTGRQA zl%kWCxdGjZa2*ivzFyz1fro<}#%WxJ!21QvE3%qn5#bF<@XnedeQzo__f(4(nj|WO zsQ^a!2L`(81IgYhnu42lyp9seU+uSd!!HPVW%#@>Yn)Rje%pAD$RpcSd=1uYX+W_< zJyTZU|AzQeuY6A0g+^P2@QTKzDu86*wDG6I5Ob6hAkVjOIk;2TC)13;HS0&ZB$ki= znY1$j)>)D5uI(oW`%~+g^U-#8kmDeI z`x38il307szKdBh@u~ZC!icm*%HRl3cI@xdQW_TR;y3fd6-n&Qsh3usY2E9HRvQ5d0CB*S+=sf&r*BeVI+zUYyvU!*% zA@HUkcW`JLOV9em&AwIG2z?6X6;d%|!X`wEy4@^4Qo=h^ejq}N(QOvidF&ZW7r~cb z?l0)tWbw`M^`Vvd;0Uo*kf4Jy$-e)a4s6jaud6;+FJQQc?97~SOf zgVPb&azMqOaJKJG+*>OrWIy>(}>h-Qt3) zLh>RyK3)l`k5vWL@G17l{E>bM1_>CGvLx{4AS(wx(rV_Mp>w$^<~mrKHETlCPqeoH zHh>yclU$%C6`&^MQ~qBzG$BD^pOO+n-WQk`1hD{Fpo=IXpqLSm%1mGXu1i7_T!ASv zUD&nXvN=%j+$FiG6!N0p5*kmm1K7N;u({)bGi^!V*r(idvooEk=)6I;U zyF&2`v%kI?i4uF}pgo8)CCn0TN>CXb@?l6lK*g*%Qt~CUzpi4aJv+W4T*(4P9=jN< zD9JHkK7zljfy-xO6Ay+}#knO6Sf3ROztI{l$Bfip5=SS0Fqp;Tb^k1r+D2^w0yj zCIuwq@K5tg|2m9SBzRM7QoK$$@m(9Jghn;aZA4pZ3{2IQTu=#S7HMPH{DDuefQb>w zfoaB%%}W>1WOQ=;BLG6OZ3IqRGd`p1l6t)E(V%|(Y z=_7)B_;C_NXxI**g`vrs_Y+Hk8gX-y7wd~3Qq)`jK~mKJAsxV4yZ;^b|0;g|Kb2YM z+~65g1cP#71><9)U=c2eod@D>sAgF+`f4ouLK+$@NiWS7^YDWN>1n`+uU#94cw8sL zaX&%)Df}*XDd~a?N)RdMpfnY{zAHjm@coHVMD9P#{tCrAuQs-4gr?Lvx1R1S+1O4% zU)p^n1CaLS3*&F^SZ-9)?Efi%=*t=kS0UK_rCDw?)veBwt44GHqITs_q zOT+A`A?yRx8W81x){>;P;GbMax`V6T2gF8qxc41#SLYjT%Vw@)GJ;1U-MZJgAApum zdGRdqF@>r~;s=)gZ!Cd1Pgva)xf&AGAz*j_jt*IpZXLdtz<$l$5LfJmcXaN|%U;>m6eV@HHw)7***dg z5SWxCr!6Qq{E?%#w%tu5KC{o?ZMcEImG*WC# zEu}uoI-|Q}qqM`<+sKqdA^kftM+VZh$+EYlk_6*f9p}WpH2UgQL3`7aC+4<4c<^<2 zlJSc<`}Xer^8Di5L8J%bkl#m0?HW_+1c-~+?+YM^b9eE&-pqDarTUS+l){FM^#fNa z#LgTUY?Zcexe3O=X)e7`hbFR?z(-&fDaS{i_GG_RTTP;Tx_0@S zl!xbcs(s`E5f16c08C!H>Cdvi(S7yn|M`d3)VUDdliH}ek{cbV6%rGW%VV; zGXm;|O`KdB7S_M2&K|MP?0P9onR)P}W8xHqH)%WsYcMX4T&#-ndS289s6YdNG&s_D zuK|=0v637f30o{2Ld;Ib;RJ~$J84MhC}F=ZK+24u1u(Fy5!CxiE;^DlU$-Hw`Fae& zIHCo>cwG2m3`MF$zAlj7mtfbn+P6?G%gt{<+JwcWpRM3z?RK9dqWMiitKM`TA!GqQ@n4})1Jc1N(>o6kG~2gxK|sjUAi# zIL1-Y5RwJ=_hOp^W+DxQ%|6eo0HzCP4J6mg<6+Z9SIqedrfV$vp=|?bnC3e47&hr; zzt@>>~|UJz?QWCnOA5G5cT02Bcx z0bn1X7J+Cfm_9^E7%XK<39Wy7zX8YE$9fIGG^G&UBp6BCeYpnXi5Q4#6R^OQ)zyVa ztnq{5LNfo!e-joohH7iX>sDTzyP{`gsJ->`3-2`N-Y8;sz^r$69@EKo(>YRdr>rbg z-u`=s!6Iq9UF3gA007Rw6xtWySz~K_Z+4F-zIZciD^rxse2l zDwv;F$dyr4g2-v@x^*m|&z;pV>1chH4j3bp62!Po)vxmjvY`AXM^FVDTZArHi!g2o zZR7#LF}Dz#s{=bf*cZ?PTWtmr3Pm+k9D;ZcQz#5UHZ(EK-9GWlAA=}Le*8EJxo`SS zb8`d^`{7u~2Q1p?U<#reN5;FlwQz-oz>@2){xO1pwr>B?qp@&XIK>oQpiru?5n=nw6nm6Npxy$Dh()~{=%HwtH8eP?OL5QyWM4`uaP$nYd_xjavp3ta?f!{mHX`#f_#j$V+In? z1Va9Yi_*k#PpCkR93DTjjNfdG6My!Hm3`T0INaT%h*3t1j>@Hc*Y^D(G0Q&pUw3S{0SH*7G&qrrW{^N`#2 z+v|^!p*$}?exQkDKRUgFA(I=< zm3tjL!U%>W5;@dk$CVf-xeUiN-ta6=n`)24I-;7W9F}RVtgICt`mzbQ2U!3RRVc+{kInd-CAl3>vBVw_-c6T+zd}Yuj?-o0Z%ONf#e|H<Dk_nsLId`2-v}CU`y4&ZrXl zO+{U~GViO)lqN77aeCQts1yWbM`lm-A5re%Zlrx&6tA1wAg9UCg*>$YgeUbN?+YD+eqmGbV`ePXSU{X>%FeaJPE?l7(2t?e*whS z=0HhfI;-VlxxAG~p^R;0oIeH4Y*N;zTDK#QlN2ncmm-EU_Qp=2S&V==-=0nFG`9+Fn-n@B55qvG!Y7^SuBNAEtFZXR>(dgorwJO<*Qd)ir3Y@rX(gZdcVrd_^@*O zUvifxDrLleZ19{v=dVRMr@J~b`xR8Iu(7!sI9GF_;lC@qivu4(`b6lT`&zD~>FOP6QbpvFY$d;)rxh}4x zQG`lZs=Lc%_Pt9x*&j#BlEpu&1;B&jaXGMPzB*4RnUKJl1$im$~=LPFS59dnBN?AP*j(R9adDq7L)^T zg1oRDK+jlR)n7GgY+MQd%w11k0L3t4kj@H;E&T!-Vsl=rcAu99G^JUJe?wa zyy-HzUWC>!#n~yh#&W8vpU=94Ewx>-JAhH$rg?JYw>nQD51GRB= zs~Qp>;1Gne>roijF%dy1qFG4^2_&bQ;QuS1b zGCa_Y;sj-+l%Z2XT=M44ZRGMFKo3C#C}uXOdW8*5s-wzuE~9f>LtJ#Oz^@;zO;gkR z{*1e)QOy0Id)Es0dt^i@l?0JU+@aKaR2D?=6oD4bkkdxkJV=S8-G-k)z!r;0n?lHH zx3=n@DefIp20w9UM_{ng%7Rp=Eba3BA)P8mnUY9WRWa9j$<_MfImoU^sCiZ=; z2}R0|x)hLT3JnKnx=?Te&MvHiF*KI?jCrIl(bPYbY>+#dIT$~hCflD{O24vb(ITx! z#utG~kf;KiC`!fc_$C0N|D8LpVX;AG6bg$ApppTc76NrjQ%#RXDo_i$Kdmg6RElI# z)rIUMBIMTJQZU9ZaBMQKM}nf?#@Js%_XUk%RZZIF99Xp`JoOx*KX! zO!8{>ZP>+7d&5kPIT~z6>;hU`a7V;pQ4X0flAM%{!%@s#e2=LkX6MGOP^o7EJpF1EFHb-qbgx{EZ+#KV9 zPxmcsyn&_y4oGN2j7a4waFW=rC}D>y^16~xZhi%$g|8bksvMUgVfi(zpV+1k$GG-g zMgkawk11$LKtvqPvEC0|11>-(L?;zA;7@#w$Q%F@txLqjw5>5L6!-T!&zm|C?959~ zk7eF33W6SJrtxY0&lpTCPF5mdto8`!fD*NMvR0a1B#K;cTf8~V0=hyJn?Q|%I!ct! zg6QUda_bZbWV|)lfc0yA5pJ%^k;DHt<>nHaxTb$ z$vOXMi*OK}$x_42%uI4FL^9c?CLx;&IzbB&D>zHMa$~6tBmqCVC*<8JmJrwttHo;` zR_e4#G{5H~Q$fBORK_2>H)M4+uxjg895%aLylIKU@b_bM#DPt)`zuiUb{`pF)UxNh zqIP^0R`SO503J%*OwW}`0dDg(1f z;0SUY*>1m5s&FEkThNedZ7>rBdl2W~Pwe1glfq~*$V@dwZZ#j33ShO>IN@}XKhG+~ zH@EbUYKj!znFU4-V+x3-&ciAOO-l`Z#q`us`*UOYo}^<9JAcby@7q`Gns7kt5!zKy zM*(qml0qmcSvWX6&QLHkyEv>Wq^5hO?xPKuP*Ol52;(cu#rje8ZF7l2XwQb^@*|Zr zfgj97O!wWqdVx^em$FcDTj+uk3bNj{X-zPzybJ`oQ)bwI(s`Si^ag4i<7-$ikgKHbogGQf?o7v^_-m0!uar9#r!(Zb@jPwzigB zG9f3pSg@;D1>44)|o_hi|IyUa4^2$ETNubm0$(QME2L6 zR3e!N(8F4Y@y6nfDAXfh2KrY`r9;N1ZtDU7GI(piv-{@-S6VP?Dit8)hWZRs$tXNW zC)IWbh9-ToFNV@Wr28Ok`p!@geMClL;RcozLc0Wn4^cRZp~%l;%3;K*EE0DiRcpJ;V9BDhir@-8Qc`|giY>3r*@zv z3JUV}kt_tcLbX^&t2OKu{vF-MfNO;5#N0ZkU%7hKKb(IS`{ZP+T4{pTbpDsk0TlA? zG+@VE(>ABxBzQ4U^6=GTIXYT$D%gjs2lXo?wqtbnzfi9}oQmB;QWH2xj?B9*VN`Ai zcmjbT?Lwep#FGfhFifE?lerzs08t^D`Moe;F4#V>djup=CN)L^&=w;YM1=v9A71#A zptZRm>rSQNLw$)`FN~qP)O9=3dJJO*#K!T#Sjp>19Cmr);=1Izp!;KyKt-UM_a`YpoICUgt^V>LioP2v%v zFCf37G93VL6tv>npUnj!q7s(oZH5zxE5D@|SFnU~r}9GmjVzz? z9Y*OJDt*xMhMN2!*B7P|*=6<%qP)3t=Tb`yA~2AhMqvRoN$*d*H8k4@&`rJ+Vp&x9 zF58Vx3RxdvC}28l*7IFhOYixx{LG^H0SHpBFO??_1-W%Z<5WnD01YS-Py>|@pcKGj zsjcU&BC%2H@!+95NE*TPAm*V^k=lO@_PdXsK+zZdF43PzCu|K-9vA{HMSyDKzXVU~ zU~l;KO~D696J~lOllULA1p29hB6h@97NGG-yhAl&)JjrQ1T~g=2;dP#i|}s=i00Hr zIQjOW!C49fe07~8Whf9pz)e3L60$`xygO@%_S`8SE|Glf2x{G;H`=RL-Hce>R*+yJ z@h{fa8lWer{{gHo3KFS;0zd_99;^8sHKLn|K5VG%g9sa{Y2>l!lHp6O{pPe`Uzzx2 zuS1=z_GGdz&*a?(TMaM;Iy=d>QGuQTuR+OS$nwQ`KyiCR(TbEALTj{-1jExcFg)QS zTr5()q%}b8DoJfwq9CYhD65Y+7Xdq{#s1p%261XNlOI7WeSPC4@ z*%%A}NLyC2i7(7*8f~dr1h|pQ%(WZKBxgE&ZxiMT@NV5 zdztHCMR1k%XrHwODnwurkp2Y~z+&CN8P(L(K!p!LhQbD?njwG|X- z1_GpPIF|p~f8SgLd{~w>A5Ho*{k3^YckQ;vq@-vNc?nG%><)DlsEpQ#e*CyEtAbNU z)E87r5_lpK|C0PD2o)%#MtYxmfHpiRcoc~c2TIT%=M-3?5YI3k`M-Fw_SVU zeLM>)KkZg4+)HH)_`q`yMN*MBg6XLf{;5L8!t_{YTBuqFffX4vIK*-c{ z26_)7G$+#mcd1qqI*b5?&NkHvA>d7R8L-7PsY*Ho^(-ld zdLQJ4%K~Gw^=M(~Sgy<}ytpwb_G0<$1Xz1YE0Tf~4FO+6ZO0l?vV|`Qye09~L%&WH z*147{sc>Cw0r)ylXE5m?fk5JcFLuiwjl7z~I`1x;4_B{@^?w7tmPpwrHe0}-A+tqt zHM|k|kCe6`sH3(wF!59)LV-9=Z$)QAfjtU^X&_@1WTWS{jl46vx3Mhv zq!d8)RRnF<=g+qfEGece2Ri8XlDHNE#43Dkk2bf^JNWwgia}r|;7y$| zDd_cHq11AgL-rN@$ZxE@>tGUOV#tU8=xIv<`$wB6QMXcQ**Yw>AGTgbu-d{u+R5LW zf=-p>UlA%|zhaW8rJzxM3I5OT(UkT&8!3%`OsWaPuZO|y#ZKpiJr)~x>F zqTy!xiGfFhkgk?SwT;JaJLLi{Gil=Xp%=sbdsrDO^;G?7EV3gZIH3cJ!ceS>ctM-wK36?724YMTl! zlrME_gZGDDsdeZ>N7e4@2}t!EnZ)XxEyDMAtFXmO{QY`@j{)v~)rl}692kTeM$*FP zjE}CWZhHRa0J<)~T)>~G4QwNhE@)oZEU0kR`Ul^es8)pPOazEPx)IQ`hsuWJMmoK~ zUKwZA$P2XzvMiqtO4(iJ%E-Ur7v~5OwUpY$W;~RM+r&8bWe?uRM*)u&L%5YT(9(v!Lgrfr7hAstA`j07FsjL*u zMF4X*1eSOWPr|!nKU2plBoV0?mYgW%qM+pzK!dmRz{H)w+#K)t$-$Spk96aKKmYzf zylw7iJf|V7Hn1|`9(W`;HgLsD^}NNTFu9o7m&U8%X>Rnq3CtermI!n=N(H{qPg|gZ ze=t;Ta4B&B)atC=>qud4p9e5|tFYd{w4vPN7ntLYC&=lGvYu*_{ppT9FLVwvd`fEP zZeK_UKT>~I1=&a3 z9cOMbcmM7!H!v64oJVppM}A*FN9C1=p-513bGXW*y*TW|>L0yuGa>XQUy4pfdLxZa zL3J-2>wX^_Edk9)qDL?nw$UFO+j2d0b=-8pTqb^=kH%YmS@X4uGIGB^j5bT@WJAl- zH{JH*&43L^RE-{BC2g*X#kKr!J2m`4$5}h-$5eP6@oE64T9txQ_Td*SHwV;<25VGU z3o{*MHD6IR|2@+HrF^*ghCi)X;#qnpJ)8rWEGR|iUEB^wumnBA-NGl7PWj`{(q4A# zdzi!=54;Lr3jPyqAF=NshZ+7P6aJ@npbcNM3g`F12%S8`loZ;%+D>V<^JlhacH}b|Il%_H>D@PmG+0aK?T}Ky&!RS>tA0G%*JU|cgAzul z%{OpTht)k7qN2i5jIzjfi1P&t{il(FcJ00 z4MAHKq@$s*#C#!2#AC-9TJnMO0K*>=^0Q8+vl=wsK>WdgwwN?3Y=vPY^Z?YWm0&n2 zo3}IqAy-|UF2D}8IHX#ARA?{G2vnr{8FaksWhl98k%$}bXIp>t;ddA@tQaMWiKC|O zAJqCD;TH0EST60ymSvR6L-z~|wD9KGegXj$sXL&MM@@$gbmb5h0cYO04A2=+philk!{vaO zLBpcWfcEIYfP1B&9v9%BA`}w5qxc5t#uKC9xR4N{=6pv=gDUZ3oGjiJOfIs__`0zD zjB{pPSDAhBhUJs0hHx5iyp)u@s8SiYl5#R|Hb{*3Z*qT9YegwRDJg1b0A?D=@%~L* znk)SFVoNJgqVLtKYoN&B-0=$ocFBmi@O)O=Fnpp1GpF4iM-2cFuAh7(L?RZ(#`j%< z%Uiv0rqGl?_L<7y$+LMODnq&0S+q+)h5H)C^sIZ@XzLTqkBSnkAHi%)HHuWuEp7Ik zD4*Z78}R{BJfsexSf08pi}Spuc7AW)3PG$496%}+Kx-^R742dci*sq7FhV%TDXsJ8 zc;->H8kJVlJmExQO2bh_|GvM(o*|hBRIGR)#xRUNd_xwc;}-ZVi@}bmFV0Qpri2+z z9wWuAH3i){OQzgQ?~xz;p$eimMZbESnP_OF&l}KuLOw!`#C~JH5`&pBNG#t`Tp{uJ zf=fBm04Y`K!$ZRUpddQ+5Ga~syI_*V>f`ME4Fx$rN#^Y^#m~uK<)uOnSUB`8Bpol- z2SgJ!1VKYFEJ~Sa((p-UYN@LtBpHqMtym6JMYp0piqhu@)TmesqZ3Bv6&-akN1(?5 z-AGUA#_)C9o!zr1`##D*f);XJRA}P>4?2iqs}T3me)nq363i|k8H^CX#3wtL)%tqh zfMg!V^2z1;hhN{w>=y8*H%7fTrM@JGY~Ag79f0i8e?gHM+EmL+!yL|JQkrSC>EjMs5w(7 zf@-xxh>74!2x&94kA(yUuDE<)Q9U5HQ?;L|?^`rfPk&@3T3La#BpM`QIwQhH%|6p;}|MGR`- zN!>tAN@!E!bkh<;4+!-Ljz20#Xte+n;nhnyJU1`zn*x92)@_B=yg?OPq#y!OgvJAz z?E?gK8`n;Atgz}_jDrKc0a-0{#snV$R7?RKH7rKZ_oKl!E3qgH2ZmS2@Ss_2NHi+F zmMVb{+j#&I{)cJ`ya7NAU8#pahc_OW{ym3PxsfVXtR}`#zX7h$JCX()>0eq?RHwnO;@44%5Q)SqOk^}jK@8^f=2N9tS1k!Pc7Jt; zXCZoNig0-sG|-2)Bs=%Eba_51@0K^ascYIfoZyINA`{_94(Ar1uBG2m%g~B+kup%z*Ot1j+%tLkKW%n z!q&Czk*LB)&4BgCzM_;qTF>KcIb5x5*7M59i7d%jyPD&lf8@+9jY6ToosYo#U{-yU zRy_g3fKRS@8O``mqcZrx9xH=+B0Ef;5~6~}(i^B&LK)R2yS2+yJ<1t|Vcp$JSsh~9 zwJX0GC=AJ?{0QnW;$I-_0eOrq^~mKp7;QxWDVD?w(!k)-aIiL@Nm7PC9u?tJN|(Fs zqki~~zd!mY$CF-wo=2Y%WXHGxze~ynODSR5(+|I+@guPS5W>MVyhhAVTLh*Np_FZm zZ=KD`%v)%df&d7{fI4xYA`HWUM}YSt^#|B-{679CH5bKUf^JS7jb_+$UjeBR{({#= zM}IfdhdICrMcEC+Q>#CPePVTsUVm&W8E1$Th;#%5a~tt|RWLODlvnZhjs+ahe*vjL zrvga>(jnN892weefB68O4&#B#LYWgtJcaE`+8$~Fb0T|4huNz)n(WpS%FiI*Kp&$+ zl#AR$&t`c>p2J^y;~<783}5*}BsF~)i;u4f?{ax|4tKIcMg?>N(}EVSuMr9MP#d~> z=C>2QZ!O|kWp8e%Stb$+B09&CYBRL*pCitO3+H<5e;Z$syXDtTc^2}kqWCfLXXC`d^4JKasH zza1=x>QIo|*bT5&mi%#1$XGbd9=W_S^9h1@(mYbPBW-PA+!tv%>;^)+P?Axi3$9iY zpI3wY^l|xlh|x%dN_Yk++xqcDs2{c}hE?_gdmv2#gxeyUF`~-Ib7JgB$Am4Og%_pH z#xi`(y*uVPy&q8?bn@kDf)g#rK4yJD3>)?Sc6Lt7IRBL757aFRW*;pKvzEqey{x9m zkPJmS9T~xqoX6Fzu3rq3sz4rv=?lIV0&dc%}aP3}#(BGbpPk zOpH}<)8kj_vXh89bc#WwAb-h{ZitXM?N?q|bjXF9@X0hYunYNQpXVwQ~25<4s zu=bY}Gab$Ld;ffW+vUQ%#GqWQC+?%Npf|25h9_iXT;_NCKCU!aPF^;cJ7sM|`pQdC zaEYWvJWyH5K6B=?=I)Dm$y+Qe;=OXq+(&y)Y>wB~Y99R*Lu(0KT zUsFJy=0AHje%MV;RV}ZtPio2asfZZAJl^gb93~r=txanLOQ&GE*m?r4D+U zdSA}gb8~Y`Y}#}MTl~(QJNmA!i}3sbm!Lc+U!>v2C9lX&nc*-Y{oNsj!IHk`&nJ#Q z&4vpoMqFC@5@5l^@#9>&Uaa_zHdZL`SiF1A)vH$@CMKS3XfWb3>dEJQ=IvEj8nLM- z+qqW=F@p{E^WMFC_3i990pe~42IhqayIsOgn&Xzu@1rp3;`Z?`jOVOav7(4yXRqA2 zi#tOdhrdgxYiIzFiOb4f^^zOm2~nPkcKt`Pnup(hI_f@}`uK}m`y37!rVd9L+;N9E z&oA}u1#jN)fM}CgyY`&T`pY1O8t~ah_<>#F6>r|X+a}<>C0VO+vMx7XlEb1tvZYMR zTlmr$lf;4iDc*yM+(|ozS{-s2hTch5<__tLp#I`nu;5IsRY6V;Ta3CeU^0%(4hxHe zxAu$r9&>Ri`X)cRWN>AgTiev510j{>nYPc$+-^)><^H8!-q&Np8+Je)27x2kvTcPD07p zr;uckLUF&n@fkBh3ipY9+9%+>>)zzE<52#+QDbz;jb$Og^cl0)m|AZa@|o7sJ1FeA zO6{bPdVKY`&7T)FdAW1%zOnt=L#Fc{>r5UEO`!k1{THe+@rTkG*&&-ooyI<>gP%)<^rhCO= z_u6y1`c)WBN?@ z-G94KPWgmmwWA|;b^xqjLb-t18w zyQ;?#LSP&=P|?b2YP>u)u4Rk9&;7m`p(xh-GAzfg8^2^`Zn8Xj^k=`lmnNoWXM1Ui z2$<}`+mt&^_MB z#^xG-5cjovne!^+&wi0>cg_^8I|gHkiL6#_OGEzrd_lvO#G2=@zxT=nXL4}hgKMrA zHX=oi5_J5j9AAxH^`X}p+sjWb?N$2ov$9LVbmKjTukTuRt=J^5AD>r(FzdOYL`;1A zQop@h)zmQaK%xl&ihaPQuDb`U*x%NORV~I?By#vw{d=)e0EEb z{{lX~^SK{UBCvDWoTp7q0)PpQ!V&I4yo(lXxv`9W#tZ{T$J=?D+)nk5uhtzad^^;I z8RF&Tz2IGLn|j$r)+;x6o28YNA*^(y>NElGpJ12bi^4-o7z2Iptg|18xt32=;SoNwY4>(x|OUo)X?H<*XBhZ;lAvqwLiL2 zS&;L&5d*`DiH(I0_?hwQrwyGKEVk{7ec`oix3bzi*z`QZ*$le{Q>ILTEx=Az=A2Yx z$+d9dLdUMpKfxPv?%1-PHy@h~0fWa+zHF_cjq*e?fYgme?2tnG| z28xIfj2MKl$P#2xJeEG;OMgP=WpW&U(5cdFQ`}B81B>#@K2uhWx@6B84mNv;V5PmwT# z$hkkCHGFS2Q)~bJ9j;l$#T)z!f^ZE+P~{a#BnDu_#`eK$r?Beo?X@Nl2&FYO+SRg5 zdFQjjf_Y~GeRU482i~~@HqgGeies?!fT6Hsy%$j*y^o_*-df4-z(?!}g;)o3ju9b* zcEoIYbhH+@_YJ1TV;Ej|LQ`sMJ>&NMkx=7-ITM8%*WE;(LBve^+}xI#nVCHMtE#F>Yil!rs+Mvtc>NpHw*!fQG0XX-Q<`^c zz9gb7T`3jx!J0n-j1Xb>82X!2nBbK)I(if`PK%A*d%)qx@p9o0Th+!!$OPnW?`wGT z#s*_gO!n_qD;|csoq=|ET%2Lbb`5uaW?AbR`DP;W_WWr?j(9>TNVdHgXnkc@?(h0# z6kVB2rg*+#)p8n*wg{vrrQ=AX*NH``!pUiQ8s-A(?PY!_mFnY2@LPYy7gHh>4h{{a z!1TiI_Vic|3=F8*2*lXbBlg`sMCjC1gSd^Ao||j+^R6|jGo^R#Xay7)Le6knY~s^r z?F+uhNNj+^Dex*cjng+ZwF*e)^Z6e>Dg~;+Haiz*Tpwp6kT!yp#nasRE3k>jk7^QU zoq$&x$tFELy@_{Su3kxVtAJA2VW^F=2=}Zm!=D zZU6$wmMR;Yo0qEJ&EGa9w3z+ti@zRJSDWC?qAIAmY;0R8)IVkhB=w|<{RMPL&kP%jgn5CiZ0f`e8v`KQeVT!^cNaN8H=y-c&ZO7 zI#!WWByE+O4S$=Dd;}L)*HnO(HPyBgNAVR^gp-85&D#u8Unt~5YL{cknOn+pl|1DA!vyOY{ z3Zz;b@sr>zoxnD824Y1n4tp+H$ugdP#0&VltRL>-g!vQdH`tNx%f4DBH*yDjE? z5Z~cYD|ULtAzUsuJ>fc^Pk(TtEIw1Kq>}^lgtG!}BEv7|qSNJyo+F|s{Y)B*WeFMu zwXhSb)Y76|vhI{wQfk$A_K%NMtDl9CZ>el_aC|(ii@|o3D6(H2Gx79E9*=Z0w>ey( z>qy|Vtk~LpAUG*ls(eq2idxFya3DosrIv|pk%0QWkfNGq%H8jq$iF=tc)l6ieSI)( zch*Ynap!g zitX*eZX%x>U~D@r((<0BZgWW28R3wVDPed>T^2C+e*T-B%KYAtB4c12MIAPpXT}^Z zaE6E9eqcIx9HAQ(t;pmUmp3+bUzMkS6gi{O_X|XitS*wsj4==(ipcWOR+gz^cw(5&4_r>8Gg#+0>-eiqT2yNyp z_wS#d+MSWK>0BSK=WR5`I5OMR;&AI;cA9XFiJ@S{ zWdvE)>{6m)ki5*8@N{T!CG4>z-b~joI*$%r&5qlEjS+dk**;SZpJTsrTRTLM*D#QxdhrD+~ z3SP+~xAVJSuCJk%m$j950iM1P8BlVcX<6Pq|GAs1;Q71~7R@ffu%;+(GP}3y@jRDD z_0HDJ8wzSG7<^doc^Mq+xR)ni9!oo}Q^Qv>{;fyYAALn%Gt#_yhGRIxjbbu)s?>RY zd3iZrae5f*Sm7&dt!L0e!KtB@)0>^0UF}bjrCXDQC3W@|90}BPWU86xX!0hlZQ5yV zynst!(|AEdk@vL6>7k(A%Y!^q!$4c+8u+f8@LiOuRJm4dO;*NQPxh17PS}*^Zmf+L zcr_o=1T?>gq)S8S!(M~Szzy&aR~!k<h8`#4-+zD9lIe!*`RskQR`k9)j+-#j?Fb{?4Y`JcFgZvWI)om`96QF=#Y8KHj=;z`?-*fxE3EG8S8o6np(r+DX1yANl&VnSnMqX)j0%D`im8DF$qez3ozB!;hngVOd` zigHa24RIeIR@dZ27HDzdSd?=0D+be*811c&KYjL$LWZ48eeF+1ejXdb7Fzn^yyC<5FS}+1E}l_Lcf>tA+nuL= zE*!uASy{U9?KcwV^E{d@@-1nZ87D8!35FXB4z2DFDlZ*L?;5bJv2;cTZ?DBGnkkpC zE2cNJmpgYfaeta;ZjN3p+kWw-J!8g~ws?0f$6qhK_spJeI_EiiB(HQz6fSKp{h%kJ zVXfz$(suP)#LcpYeI$!ZZB% zSYuzf)D~Ctul1k=biDjNJPbc6oo;YImRtIL+ma?kwr}uycAsQNles{Ym%BGR{R{Uw zm%hv!wpF>4#%9F2yA0S_WOiEH#|VjP)$MyPkkpKfc|Q1slChw?j`6g(;iPzkFS}-r zPO6XnkNVel!&w3~k1imoX=&qPVlsUyytW+hmT$e;kw)xIwW`}^khA<;sehjBU;p#6 zH`Qw@#w=G~eN3lDHA-n-l_RLYw1pB}B``EAWAtpKHiE)a++ zK>cxUraskDiQg>nxY}GM-(cY-Cey-!wb#cbwzycM-lVR^`XVNuU&syPbiUr`tLr4# zz&5^pr}yz=BD}uGm0HzOKb7*-Sls>*w2B^(u2ie7 zC~jSrVPy-KvXLH6@0}ZRxv1RTiNy;SF4(TRi1V0q7>IwXmAQTU=V-;yPRWPf+0-JP z98uRruOF}FBzAuCJD*n5MzkSkTjNs6^Rl@5mTSL#8=XlU&hTgSaWf&t`;b>@eQ#92 zzoB@*t}UOpwFRx<Y>lVk=va}84CW^SsJg5h*)LM?K8kh^5q zK@Pr*VAe1Ajf)vMD=29ok00*ITpmL?9~jArxjGxNd;6uXMpzCNFwdsN)lp;Z z+|=wSvyPs0ANq53yIU(2zF8mKdQ9MU5!wY;xww7~m?b%jKU4KqyODM~PrqVcMXEfA z!@fe93yv+5zn3JTSAI%Kj3>2hPFKDUxx>rLn@dcQmn@Hxw1EWIw3d=~stQ{WVe&B| zacf-F(kt?VAJ%6uz;#3RV}y*Bd{W1x>Zoe6dX|PG5)uiMd{y`UePT#V0kQh>Xcz{4 z&x7D&ul?NPQK|>Xfee)tO(bSi|Bp0N-`eU@q46`ED#*%)9hudDcTz}h8!P^-S`eYG z9*1=Q_5D_G?He>Y-ABU3nJd-zS9yeD`U<{|acQ7%8uA?BX&G0_BPu-B3I?npZY`Cs zgqFU@V9Y&;(j7$+!Bjkya1}OrH#ZEX*bwfD(P#4=riV;M zMM_$_Hisfw%zgPeFItSu3jCNI7{laed>Y@JP1RP^fA z+bR+I6&``<>X*dC$_=V~MoOI>!wwu?`1!f~?C-EG*;pDg5X<=uy2bw-{akNO+z!dS zgN2^FTg_jw3#BWMT%YWHrv_nsB5ENjgf{w0Voutm{=kxx79^}M4<6ZAt5)Tgnta(f z;Jr8(LgH(_`N3*qb)V&IPq=D)tDk}nc>?y~-n^zJQ?62KX~YK|gT}ATD~e_vyjqG& zG1^ndJUd9b*gfOfJ%eM_R(ca!5#BoDCRJS)Zf~7q`1`W?#=dLI8qFSbziV+a>e$sGQ}2!Ku7M>4<^dGeSM1Q{GZ$FXUm_YtM7hZ%M^%; zl~3s~Z*CNtB;Tvz6u8%q>RL-t)|Nc{6&Zf0ujxlSBPn*I8gi%}{ zfPMbbiyuveK=qe8Tb=pdpd`6xTjP#`eQ{JIls_kY8g%XNE}PwaO!zb;HuR21guO6scaVOqEq6gRURz^SSh-P9PM)`03IpDN(P-RDCKzQC5JK?=p4 zQH;I1_{^Y*BkX#5M+YGd4XPiVTBey&rE4%e-18-tT&^JcdStW78oTQ;G$fW$qw5LN zBh4}Va;SDofR^Y;()2gjY>DPn7s3&hS1JwpAAW_VU9d$hHD<++*it1i^Tj10+H5+b z=S}B(b8w;RH|-q(U$Tw_1TPAXHBUmqN>farq0(FpBz|_1Bs3(1{@R0^rlzK|E8V@Q zpf59e0#Tyq>L#YqutENzkad!$PUu&!E-hLL{>-+U>YR1T)h$6F5Uu6{vNAFh-pB4( z|4dKv`H*gjaCf4PSmTB_9}UNR5B3HM%{*6U2vy_n)0sKt*BC>`4Rfk z$tc~$M@);mA?NKrTQ!@Q)MOeXI4}L%;Tku~kL2;9Be#O%;_NC3hgc3{@;9&aKPSeu zYCiUvrN!-G02gfqJB(evwCHs_8aZ};sV?MvUX#H!bRRFec+$Z3%9SfMR9{TnC|xUm zo1L948x9bj6(kG==h^U!FGnk+Zz|=5S$#qEQrdIGG<8Nd4PH?+8Hs7??(W85FvG*B z^e*?G{rQA(TvvB`x?=(r$Tj#TIMv%=e}$# zqtYF2xq->X(N~ZX2F7+QGOMT5ur??`)Kw=(V-1t7maZu7v+Fjy@(NunGn@sDlv+8Z zdRn|Sb+fNqTO0B%E~9t!i|VlZN{unL=8CpjUd^Aw%^2Y=Q_d(X6)!*a2D?gu|7fC_ zdoe^7->QD8t!002rw%)NDdfn}69GIE=02CxKZ@ZDxSi*FKd5us2WCAvXiME>8>t^l z=wZk4T(7O^$!2e6&LxF`j){f2Q6q@ELrJDtn6`O2RCvOdYN86isNQ7j@w>s6>euyM#5J5?}s;S{y9q6c8vfstaY3 z3w07ns0(9U>dhH?di?bB!q@2b){~Bzq>jW3|4Fty8(fQX5+R`% zDS{;T{Q0qQ>t^Pnl`p6dot>QwzPt7SHd5rm5PGEq`0O|FRK>q}qq=SV@FyiU4oQ{OGngVrVxOgC zPewDl&Eh472GBVEC?L)&B(D8VmGJlkR?Kw~<>ggAU`?s?i!{8UD7`<1->jyq+_YE+ z8rS1TJ?WaHQi4da?}5)+$dO9bZ5Cizy1lV(_+&Q;o_KLjAt51+3Pl+eMVRB?KOZR@ zK_s@FPPMzj$|^T>5y!{ehfN^W3O>*dy%@Ew&n%@WMM~^;s z&F;=+<#jvz{>-ndadcCt2qg5uOgo_~$t0}1SOH(UOg2WAjQQw_f7QNy`?=e>yi8$I zMn*ve?8@y<`WWf0fH?iCZ;F<)Q6`}pAHWXH=%i4=eqBTwO9ouLqQ|C z`>PuAl&H(kXnr$ADE*C%-^0U1R1&XMXG4CQ9*XP7*iUfgl^f=3(VeRUYN-;sW@Wl< z=hN}1%E0*e_}$&znwr~VK1X*P5JwCi{?+;^4pRja(j-Oa5^&pXW;A`A+mimN7S$e= zUMx3D7(6~=zdX?L;4=_=_x#=SuGyDKYeiok%!ti6;_p5En(b{W)9>P&wf;4#G$kJE z6w8NlbpIYM=YULvBt**6JlSeTJF?oWFjrOohKFO{b!aUwsjO#h%~$E?^mggOP+!~F zopQ`j)%2o+w|Cu2U&+||=o+W>qEDv$en_d$i-Wc118gP3&d!>i;=s;$gp7gM`Bk@$ zehQlTo~){aHU|l99bPjZ_pcrclGg4E`kSq@0u{wgw&s)(1sm1L138*)ZhPm~*49&&37O8FB-N}m{wq>g0@XEe+noJOb7_r<+Pe; z%|G5gOA`~ETf6mONMbH#APm-B|Fqf;s*ZAU@NA$++ekX__jr*iXxm<6 zE?_Gjb=lfA5V7x_?0d8DVN-Zb*LR+xR+EmUcVGJS*ECMzs}*Hd#BXPILKg{UA z&2Pr$)ar21v|Qo$4k=% zA3t8>;<~q2J>6&Et7j7hWgX-_T*y(1UwbH#gjR^6W~QbHt&b02D(8mm()qje@Sz(T z8p6ca`(IM?%i9?v-su%Ln_#1n=5;73*=A;Ah*tm4|NPj&3dG#=3`)4+n6~ONb%9WL zD#c&N4?DJ{rln0yO+}5iLXaG5n@sZEAAqO>VU6zkqnjgN?X~SwpebY+1G3mCgPFy| zP)#;^%K#b)0NXHj6m@|NZ6 zs2)p+wT@kcy?!W7PZ6zUe_RDs`KmRRA4HBh<3XAevY2bPCxYHKTIWKk`a%5u}H zXTBNY#AWdYC5f&~xu${-5P4)vywOcGETP7{c!p=#?1zN3|1Un8Q(GLH30SISV;P+| z6|ls@7dL^!CAzHCGldPa_ygWb`wD=h}sJG{fh1zah{=Kpz&?R)A!Yt5My$ zZHnOM=Lc9j^!@t-sKkK2{qpRj-9Ui}Fruk#)u`U6Qc*OAGoosHE(?GxjPE)I&wC^K zQ2Ux7Vw#e%kTXbnn9i)vcFFzu>HH#!Bj`<1(gA!!MNSUIol$H2jm*qUz_oD7HvFKf z>ogxASuruOt5@FxfDKB%7sHpTnWt}IVUgOVrt1jTN8))qb~D(5aF4=gOo9Fx87{Ky zkuT>gey@@un^$_*H9S0=Y0>xis6$ttfh1m|Vj>RPo&0I408WF`>u9zu2_7&P3f5LR zYoT&fqjaFcvjlTMaXzU{%-08Q2Y1%ZADex~Q5!)hOF14OnwX*UwX36>90Cbw=Gs&N z>Q9Wqg(e`Bvn!?uM@Prn>E{>7YFVEfd&u7@%e2+V)8~epP#xyd`UutZ5)99~ckY}o zwBLM$Ke0M{P8bMXvJHbmC=UaLzth9mZ%&nMo;+*xU%DPp_y<(NxU)0in^a0Lw6zOv z4Of1EBC!*OK3)C>rfhg*gqbh;u;zd1XS-|37=(i|Mib-m?PG# zjR9Y1Z1tnd*n1vGA}W$wSzDKiCK-6NyjYtI_8nGQgo8`w=*OB(W+w`!CMOrz(->?% zuDaLI=8=vzPeR13ZQK6vT4`sQ+fL){FqYizEzPDW0?CLLgsL?}c=V2fLQ7j4k2k|q z!6&!E-?kHxks@fhP`cUnchyE=;x4=%!c#ZqvRoRbWcM&lS>Yuwb zpc-!yz`Xdn6=AaQod=ZT7Pc1)Pndc}pF3=GDwI?6rECg@R^&ZfP<6;A`yRt>~qbN&V#_JQv8CSl`$WUByYPZ)l>$wpoD}37gx4Yk_3!7 zwGu~^#xPq_OX@r(TR#8g%a`@_ch;^R)&+4`E^k!t-^%|Q$Pn49?wdExEdXbh8rD<_ z!y4K-1VHKAw{QQ})ZI_9&t3lOwU3}M`o)VEHiJdPh~5kproO(O=YZ8(<2KuT_nFQq zy92092>^`j?d@}`c2^@ih3)@hEP~CJpEeka zXf+$=Ur%TS%B;V?|NZ-`crX3)wz&3p(w^%-2??QXn%>W_lCdDaPPl^<(; z22@Jxq-%Elec9S8fOmt_x1Nd!$fodea5T<3ef##!XL~jst~(Kn^sj!$)(F~)_m1>6 zNy#d^u}aw#d}k`M!gB*W8vs+aD!s4(P%*Y&i>dfcn}6Bp{u=l{N^odq2Ou{9@wQ3q zSoh`X;VkqEb#gd0viq@)={=U-AWRh$6o58W2!4p*!=_f=Fq!Ml1fqkgO;g?7-5qoe zc}2xf6sJi@+8P?%rxRSg`m^Q7p8q}lz(rTwh^&ln`tjojOaSX|FR5|FmHfcS&&SD@AUyt0n@+Q#)HA%Q%zYrE+Sd)}r8<4)1Ey?JIC znpHo3zTh{^0byx%5P#y?sCS1M}{phZR}qRzJls8{2C|A#NX5GZ7@cRf(^| z1g(BJi6jYKw7$Xal3wUM6CpKGdrql*PNcdsoi@who?HLN$+l!+Y4S-E`3_IfpwW!T zq)%mTUulcXt(xv)wRR;wJa$ovLJdl)3!&Mo6m|r6wsk)aPZyk1r84U|P4bO`axcBw zlwHm9{tIop#d@_WugZnJPdMiL)1BI4=()R9c{Eu*9iQ4XbAv@FYL)ZcX9*NYWtrCk zQn$5OSgy$3DQf-#p!+5(Nr|Ao!3P9v3 zotk^fIJW)bo&K|xZ&JF7@)IZg+AC8~RCrAsNF71zoW$oe@fz)^eG%8mbFaLP5i9ns4WG(<() zqQX1Nw~nF}e`Z!GEBZm3 z?nfPzdo6EsHtNE0YP0F3-HFc3po7uc#GOTb|CDR#@n&Y<f7@0?vpTtB%jBDJigOxsUwCR2QpL`rRxK*mVr=f;IvU`amey=s9P_JZ`jw^;%68}zHy@t^;J2XU>vW+xx+Su=Z~vZznS6A;yVY7K4vo;` zSY#t|lRIe-_9aR#t@D(WF3UgeIyXV2gIbsO;n!n*?%+`R1(fy+@_ERhU1Dx{%nrx)eH|a_lgji?=h1T~(|mXFb$X>vTSZ#%9h79~ zxH!(lyo>h4Z$)O95Iv!g3wz917hKAcQIfaI9%GKdfn?}GQZ&(rqxQr^vFFi5Z;AgG zHv-S$mcu0XFN!$LQ~|a63+QoYcyL6@#vM_A66my6?zWG$Irh4WbhE=$c_{_&0N&hOiCERL?kF!y!tO2 z7O6(g3?$cUIRiQ7u~nb!v#FN21L-)? zrE)d8(^ayl?mTT9P|J*A8IdU0MaU1sk zuWd=a$J0v@yq1ES(5_rG=h1?n4fBo7Ke{fB@(!+oN6gDk#eH{bPqv2nHjULpfk{(M zs=oou8tuWFnwo$YgrN#r?N&6*X;SD95 zPFLwSpl# zM=U=-zq)vK7+Z)r=By9=+@^G%SmoZW3_U5Sr<-h1a{F=`$(VaeN(SX__DiD`x)4I% zN&9bZx;d9M7!Lxa`1aPbukce{Ef+#VK}Dt65Vs%DyM0N~mjFhi>@#&r zY!f&U{Cs?)AiYAJ)!ck33K1)0!?Boga0PJ- z)q7@O0_uJqt&eX(*8)tYW+2>O>Fo*SA)3bkp`U%M>LofDvuadh((;N8ar*RWxWEPs z#H!U!B)Ct!=5tDVv$Y+;jracjdl2FZJvSDiAGg0hBk@@OdBdcUJh=9Xe&sQHZ3M0} zj1(;>os7AkoQc(me)Mjt?lcsGHIf=Z|em& z5v(CdWhQ}dsow_Kd<%aaB>`PW{;bQ=D7QraC_c`$kPKZahmvB#bs}q07fI3W0hrYb z(DgOU0#^vrXpX_2I3xhcL;Cl-^=P1g5?A&TR(2Ptlny94+4ES}7CWhU_QaWsmn8c2 z)daMlFWkbIrBQSGHnpi^%TwwKe-1u2Z0wV zvuFod70-|oH4IhvSpm2Gt?Am6L!#&WQ&XAdz|tL^X`jo6Cg5Zrk+8hU`x9&>S907)FN|fB^FB@cb}ZE)n*FZs&(x zvT`uPOieJMCklqCUaVpxuKK39RQO4i3xi3>5%L|9rN6$g!iq zsWKD`9<4EnRM$jBO&zi$R2ME37}cG_7hTxp(}%Wl@9sTw9<4rQgQBFQ+$Ug1DjuKN zR5Xo{^(K@8IogF&z$4@Fc$frJ5Rf&pwRpk*LQsb{Mm;sM)XTkyaRsL5(aRY*)Rz!h z%|n>`O)16XaV>B?av7DR2qzm-9t}$97%obr-wDZsUB`$MM~)o9h2C1p=a1sjz9Jze z_|+~n;oWPL{VW;uBq83@{2A{f+8yxwj+y5PQ(~JJr^<0Sb0CaGoFdGeR7NI5suW@7 z%+>`U|8ckDCr-5XJRmqzUXQK@Nr${w~Y%lkW2Lm1Ub{N`dQZ8Cl&V!ACU32?oE z0A_0{t~RrW6-L%?zx`Ho)H$+l`sC8ns!j&9&&s|d%uE=y5=B*Tu)Y6Q4Gjp*F$|mFxi{}QOX_}jDxEs7NSBgMGf=eymdZqPfQ3MCVIC}PYIFZ?{ZgWjc;4dYy9i}>^Owkw;{04^*@XZ|r-VFib%KyiGer-l z5~NdSe@GRCbeg(&IIf@Hncx+b*!mGJ{;HZlTm_#1iF+aK7O;vnF*kW}7l;I2Gb6$n zB_%-M1BmSUv!7Q)#G^TycV~S;P4XkVu&^s+8K{rWfq{A$y8;x*1v0YQCNvbv8RwuD z-gbW?&l}z#;Jd&3>({SvR;Ac`X)jJw`Mr2SFXD7ZB?3qu7=&q{xl|qOmpwZB?~5=l z`&qC~mYBB0$}xJc0?DXM&dknkF^sVX`}p(uGgZ6GNJ5_B(pKG81xuM5w7cc3$%9t2)!2hvE4h_fYZ_Tbp{ zWe$tDSIh|dbNUAK?DHKDw@{_{Fc*?uEU}h=wO0j0{U>hHqi|ixHjJxjOKYksOpUakuoYj zUCLCOjrm%VBqhbfcENoQYy*_X!9hVDAW9IzAH8T)Z0v_`8K1`=^#{eYOr;{xL87OK zMqv=?fu#eI{0daiJ`gMc(Im7+L_`34#}2XtKobKmybMsIV{Q{?gTWX6U+zpQC4{L^ z92K_?ISmbrQkBCfck5~=HQ-> zpQw|Qk!gt)L~|Oe_f9b_t2vKL4-k@c$6% z1Tub0tu-9~^_j>k7pfbu!-8us5Qc-3hysfm*h4hfLHJ&oY6%VvRlIwby+Y5R|Fru@ zs^yHBihB5IZqEME{#y8UGR7%=-*2%Rp~v~h_w5tV94NttA=$0|oa+?x&`f|`jJyfD6d^9FPNIdZpeH^<*l z6AO<3d4`Hde;5V~CASXja9Kh^f5etA1_p|ddHY*94V(;A#M;_g_g&-HgQ^|+bYgBF zq3VR;qsfSdLB)f@D3^bv3;h>igi7pRMUkd=Zz}pLJY8W_(hA#VOHdM)jDQ29wh1ZS zi5dQ6qibyZ1M(NSjQw>wxMD~^z#l9oHUR{Se+u&&8daMG;_!XeDS)7T7s3Z#ni+tG(1`uzEGXtT;qTrdnK0B~5Zt%4$@B=#V~lA%aLmT-&x z-7WA2vnnNmKL8AM2D9 z1&TJ-e9%L&Pg$6lCO{+!3k_{;ZoaP+5*D^JRI&urGMD~6zSIq%q0>@RZN@6a5r{=F zeuFPHASj4N(DJ^%exe(1%#X=QLRkRDgFRd@54p@;d3hRP+hH;#v2l@Vo~qqWz?96$ zs0eJd@$-sDA_?s5?2>z{YEn{P0i+O`2P{oh_;0k7!7}CV>5N}OxbWE=_kZ>3m4VNe z%*X{=+95Ddfz$WCSe6f45F`nLAfHX(XB7-npMCoW_^@FP=>4~o} zLXt!U1Pt&{yeY5E0IK-^8n{@L-Nbql6b=AVkkAQYJdovJQg;CMX4G>@{6-RM;J-*T z_KyE7(db1g2vID^z%mjD-02E&pUV3;@e`n)!Qf?{)~}~U=T3`uhp}rWZJuwtEDklw zPM*(iWz9;B7&3|5qs|8}>SW5JjiFiS#SvfkG?zZkd%jyWde>F)=sMlp9@>}ZeJGOX z)v13?+XRx}mgmNA964em6nP-)eN!p4h35QPx2ip-aQ-Lb&ymGH6~4OA-p4&8&SdKx9(SQH!$j1c zbB>6_-aUjpWf;RHz|tptQKX8B(>g4Ubcz?Tk!#`I*6&&4n|ILzYe(nVR#kV<B%77gx064 z{C+366{+^_2FzMKyZmwF^i;O-voF7z3*I+XRrHBi>vWJRz3CP5V#Bm+?3Ua;=ij40 zwN&Gvx-Mipu(&-I5zS9aO@olo)7oVW%IQwJ6Geqy*RF^w@-&g|5aejw&)Y7VyAEsi z1|3w-oRGemuELTfZLc-DWca(Mh1$SrDWwk#X!%>RM$g{aB<0E5-M0utT0PW|)%V-v zk>s!QHqw_ht;9?YRz0P&N8+nc;m}M5$2H$*znZV)W#VBfyE&}73VSwr8+C|t*|`QS zzEc@ieK8^s=}W?iVZ}vR4SDCsQM*qrDC*1l9QQpF<1%9M|8NQV}|8erY07mj!-cQEw?CW2>IY(`*uL+oUuf9g- z9r!IWpe?z2vwRi6;x{MWKQ*|nI`%uer=%B~oAT^wDFd+@6Vv7G$M6$HLJfTWTHLW? z$8I|vWXv4%9GwU`gR?_?DwhjxrT_JyYx{(Bg+Jg89sl`RbCX}vh4=sv|cQdz%j5~iT&Fp~7O z#Z*PkuawYjX~H5!X^8=~xu1=>vk5ff-L?l?Ug>IgCBv^h^iT=rDkV9~5Fkt`uJ_8t z&^u+DgpTdiwq3Hy4HA3pBSS^M{5DRyocC=#x~+B{|K$X~VbWkgF%LoLrJrbzTsqKuQE%fMsed3n3cUFvv29`cIR_wixJ&-Xi2 zp9#^hblWQ;ACl`>Tq07(p%rOMD&x^_9r9|ZZ8up2@?$#X))y|GZ=V|==?zLh(oRfb zpUL5qbekVP5^4LUFI2^VGH)y+h9-AhrL7FNT+kw5Vt)VT_i9G#U1{-yH7>-;Z>0;t zb-zgjsfFgmTsVKe-R5?O=v0s}ItZz|A5Q<^u z*qL`{&p7WuH_uSzvU=j@qq%dvV|9qFS|=Zhi<~%itmxDtpXfUdyJw>U`(Hj)RNb%o zWWwrsU~5TK{1t7V2_D*BTdf$SC5}qB6q&l7670a}Y5p^M_7%Tk_z+Rtk3W%!QdErG z_8!<8Z(mNTmxWL4iME;8m=3P8hAFn$tY$6fa-_Pm>SbBk1<{o! zCxaJtU?qMWP!ju#S-2Yl%0Jzij-F9qH18;wln$X4(03ZXnt1dvgIfTS=y4F{7?A>O zv_FT9wt9J@UoW%&aaGM4JIUmd@9`93yzN3xK0M*q+ZLuoY*BHowAB79qP) zugOM=q?%N6?M${tfGc2Ab>t-4Y&AI8?jx+dwp{x%&7f(d0Vce}L|{^?zyio1;dNbH zydv32vuyxu+i^snU4eiP1wb)mEyU|&i*hzerSauAYyAo31{hT!(-SauLz>U->fBe4Sauj+J$Lv-`*7C z)FyuGF>{Ht#dPJ>WocNb>^=S!IEYiHPMtVQvzm0U%gR2x?SGSvP@DFkv%vWeFsBCO z9v(QTu%H0QV+p9)Qu1fi401H)i!8df*B5r`82coSYpO&5^$I0dZB30eEP(?w1n*TK zbtNY%zvM}H`1p7_Iyx~x@#W=Wf}E0|??YkF%EIzt8n{<5EGz+kcqjk+_wNMVg@C)M zoL)sjkqC_fOpL9fVrXn6p+yD?(>XbVCH6WD!Nl9Z;R3#h&!2DF%N_ZAy1)!5?B=$% zrOwo*)!8mE18z5K1=sRD{Q4YfOju5+BgVNz{hP8loZ0gFIT`^ru+*@!PPYN=9~zn{ zWTT^_6YHj-fAZwvF6aD>z|8?_n%mYS8VDgt0Eh4cbX(+3nsULR9HjBVE`J!hu&_;n z7FK#0)&xN9AGtFn4_^y*$Z337P!;d?Z!yi9A)#xKC+fK^ter^;y&&=`lIT0NHZf7+ z>;FG&#QY@84!|AjOJh~(w+Wh|Po-Ps1!Dpv_S6`({shZTg{*qHu3h^G?F-D#%vjaI zY*%{iO5`O@0MzuxlkqnkuP`wY96Q~H)YQ}joN7RP*b8zRe*XS>TKNQr8Th#B8yW!3 zeH}Pt^*6+TxdU3CUD4u-ijR-aCM=ge4K_u>OnLh(o2$i` z?<{cpQ1HX>##z(?l2THdE~Y1{WIminZ{ECl{rVwa47@r5gv5&s3=&4)Uaqb>;j?Sq z=;>}czY^z!scDwvy$-A1vO#|6NS2ZIKeqrLI4>_R89Ul5g!UXLRP}Ca|Ni9}l>HuS zbAlF~?*XWG^8EZALSqj+?tO!)PXpE(Sv|1MePO+GiPAw%0|+^h`bJtQ!iF(3k(;c> zZ;#FXYa1VM1gj%(!v~WMRR?=ZZ{NOkp~+zE47BW#eFnF7Fm|vv2F(1?zzXIadH|sjC&15qsGK$Y zGB9TTKv;z34J*`G-Iw9YF!u+upX``9el6*?3*k(>%FJ8=kh6ovX|{6`+&+}7)xNJI zGfow#y4K6{{O@eBNlzSk4$QAG5a$Dl&2hp!H*O3hAJNtxA(v@rZEgK^RZwsZfGAzc z7eJjrUvM#a*N2SJg$88brXD1@qzIP-^Q}HCTRxYY2LhX7!3zj_ylM)WSP>&CJ8q+zE0OSaxigD z%KT4lSv~po%+OryimWpodG)&|BeqKN^4n_9fP)4SYvC3<@N*T9#=lZ1sj8`QQwD>+ zduvZ0iT?raIT)n}6AcwG6NYR`0#~@n3RK4g7|5k3NO?a@yuC;nT>JB`t?eSD*2LZi zo4>}PMGjnP<+qj&_LutfJ#BJXVS(4ig3_%>TwtwX44+A3c;XobvCV_Mssq;6l6&>? z-d&qb&fNQ^IlP?dVB|+VgWLx^K?RPZ+ooj1Wr(o0-QfJN7cj1{3IJEFwwHaF%4<$` zhU|uA-`0+ai}M5vI>ZC8Jc7nMU@hcawp~;Y=K(bW6sk9ok>DVyIgP%=*(9T}&0A1l zTK^^z(&fSa9t5MnmoImxB@eb5Sd(C#rr-`xB&)5WOSk3Z{GUH}S{QT&#tRm{QS2q& z(TEDpUNtf%sJfhBRNN*A;83q{>wek=nzuU}URFWK`S4;D@H~LmViz8y*k;HD_&f@6 zq{6=)&dk{p?RcFIY@ty6Y}vtD)6NAw7c*Jg#kd$V2C7L9$m? zeuYW#3CcdEt<4YRUL<&oO;VHDfO4}0(msfS6NV^QC?7r?NAgsx{w!=u6m@NNCY4cv zVMnk8l93UX5(rxL3RraB9#)Z*(RiAjO|5DMrk?AMzTX591nNWUVx1nlatL7Fu=o=w zEEl~R+Y(4Tm9RA8axJ`_1`5ThAkn$>diht8g3{~RVqTk%fQS{g?pM~*%J7*`h`#o) z|Kr2dLe-JP@bDBL@@YtxyAw;tiY{^9(&#;tS*WTK0X|2d%HWHsA3rjZzTNQJ`~@#- zfH)V3=1OCe_wW$OTY%UuDGLV#7N~kZWMyJXfxNI(xnt|#07SJ=%snt%`YvLpLm9+l zVF-W%(%#;#U1(}zW(F+&xB2grS2*`BLQ@$x$jhj}3wBC<_O=Py3kW4gPn?N{b^x9a z21haI98f3`9vQk?Nqp@-tPq8>>U0csG&DNAj`Vp6%~W6v&2;D9J%XFHy1E+Pt^@C1 z5Otngh4(q2D!m2_^Swaiul73&gf;_2cvytJJ#2!V)6uZpmB4S2@)j|YPe3^sm`DdJ zov_o1^J%y4-|rrA9plcG8gT&`2lC^lx)O^*tP{LO#_4Q#pNe;_X<^E5vBcli};(+8Yjr(UZrH z1&Fec1r~I&&OOioYi&>#_ySB*qYQE<5B8c!hJAJxAcE-4Ho)t$rdP68!>UnlBDZBV zq?igik;bW&uOr(7vR5x?XWAKqH-NL^w#FQ-HgU*d!uo%*o30IE^g}&D7Dn|$7P8ZI z59PCj91O+8KxQIA+65$Xfzgg9W9$ukV!WhpB~YBWgeYRTr{c&+jjT0jeG0ihV!!lS#w zLf=g{P050SwAYb>&$7GW@oE2f{Lt*x6Nisq#Kc)~>+tax>gDZT9k!C_e{(muamwIH zsOu=ho{alFGpwH=lqxVUXxuupwGUm$VI{6mZoFfK#f6{+kuDVx!faMfwm@79NC9Ld zk5w2BO%WcjhScv&%=d=*yec0&P6m%(|E0qP$maoy%?|+pggmv=;1*rdx zex=n8B)C-|cJ85B*XDYl1YNdP0(%!aDvCv7R3B(te-g&g$p(;QVukGxi*bbKW8!?b z_x2*-o)S-3LP0J=3jGc*s)M3jaDz+9@N={B*g!pDZW-O&KM>t2VA;D=M!TPsaQS@w5=|rgL`r-&D!_n%HHjQ=rlJHq!dqZx>GeYJ!J$#LwjQ68^&l=roaL|FmwUZ1Pce4 zvtVvO9G#o6hc|P8Aw!&*5b~6jFX>|l`K4Z-V5)c(sXnEyAwm}lvmuO{pM{Ta8DKZz z{Ue3~G(D_-kg+=<_iMl{*o{eCz53$?l|BX*#JX)=fGl~5^UwgIp%GJ}O;{XAP~71~ zP3GWZ0df1j2q&TN0NY%*p=?V2n=&NC`hr8Vhp|bddt~HXrzl-0Ao})p<;$F)$5jI1 z4_O|9&gArTnWRh(TM%e@6i6iU^r=%9T)UNedN+u**~127j}#O%mbVZR7-IQRMz1`c%1`?X?lgG3Lt#c(66Z#uX#&pG^TtqeVmpkY#0M&4R@QkRtOtl0Q`{{nhdsdfM7L@B%I9D0l@4z#esc zkzr8s`}FjcK}BaM7zys0!^X|5{22cFHNidy0ZAC@a%&;ooL=Bx;B7U0F|a-XXomq< z?7y`#Jv}uQbeJ6>RQ>Jl^a*hk(z_m5fk3nAf*ysXBh3IP!P^FowtXmWDq#sHP#$e@ z!b`9QYNji_4P@jIgHxJ^LGSO*^e>YnL9m@_jsg3`JPb}qJELIAf<%M%c_?=ix<0FC z8%nU3cw-nTu*R1%EMweH+B#zXFC=ysk}Ir!x+)>n(>DGHvZx!H6(Y0MXgL;RCvp|3 z@qyP2-V>VIzu?kG%bKH+)nckv5`gA<0TVeW+1Sj?%nb^mWsv)VuDB1OoU$ElF_iIZewNHO}1E^R0dN2yZ6$G zD@Fs+r4sv!)j-hTzlkt7p!ab6Py3jCyY)LHmJVf)8X8nU666lFN6S)TYO7(a+wM2&2k^V^rDteKr0xGp|7KA%*#sh6$w2v2sYevp z9ZZTbLXFn`TP0sb-K;VaL}1Ci6^^2*@cLEj{fl&@L?^e|N?nW5Z}$X;Yi;iMwhC9Q zPYNy5KjMT`QxN_#o_FU7^T%$x&E*adiQP=HK*_UtK3@_+%N*V7-!mGzM%heUt!bkH z%StR`yPC9-h+Uy1Yvj$fsOT>u*jVb8l9l}cnKLdXve$Cj zg8Mz~3_zB?pJ9yy*|}bOJEe=_D(k%pE137w_XyvSnL-cis}G3gM#jd1yD27B3Od5U zr+M&T8-x}gKYkn@$0Y*Wd$6CQQ8x?lSu`ufZ6XOoyrud4;%QiM0AQ%-tLwTL z^3sD*38pnt2>eVySeW))w|6wGmS#Gd<02#X{sQ6*VtpV<0X7J@0Yq}8pzsq3A_##? zW0gDu+6d-gN<+c>=&20S{&$@j!0`700ieqWJJ}(vK+Yt3wfAm^MOT)o^2Li65xhEj z0w<3TcN~Zf(#eMc&7hK9feS%$bDZ47M!S3WLUYNID$yWtOPoMOL1uebEA3O=lN1`mi1y=5c-SHP|N7$*lt z3nwQhwhc%v1iTKY0yMa}=@C&d;jn9b)D>@~5X`Xhitpi0+|10-Y2<{29^OB?0eon= zAoz-w-`Uw&kWZOTT3tk7L6kKhvj9!0QFdg@;KQNpvebVso3pv=WRkpAlCgr@5uU5% z87rGMFlB;<*hD~(UmnY#A`?3B|BJt{WdIL=pclxpGy0I!fIux!Lg9WePZ6a$c@K3I zOoMx8lu0V|{)NCx5C}Zsu_4s9y$pd-Hi$&PlqD27X)8DL6xPBO0Hj5ewg@lpHR#-- zF4L{*zk%M^3LG3D}}EgfJA8p=+|TvaYVK{XVSTe*XSh zAmqTl;d#)}u%eAeRGYq4z$#XU3kyPa0F|={{;Ow)LJPbJ{VkZtpPx$=6%`4F>Ax4C z5_iMOK_ig|;16_~2+$wFYQ;`%whI72C@HyN(D>&bCl6&XlcE_vx?Nf7GY`la1v2K8~yfYxJp6R<+mSK<3~X)IjtB1TKDlt z&~Ni8L+uWF$DEvnkm9nlL*IPG`}Y?RiUU$|1Ifv|Q@?!h^UBFVvUE`Pu>yirgr08G z9rgg3+o5?m7e0)f z_J~E2cwox4cmk+%{KZpq9=jB!_UnhE-W5F%;6PtZL*qoba%T3em2XoD4|^1na1GzH z1U>}@adJ>2C!Nzi%BeF<`E8pMGf}R#Y=1F2)>G*neJ8#jSN!WgDY;ag&L)g=_v};ue*%p2 zI#=OIP>T3_#F%CLtJ1IztGCTcc6_q=s}0hUTent^zM@iC4(EdFDZT*uGX5yNOlN4iJQa`f$&3>QKkcp&4VKxjghDg8Ua5BfCxoG;E55~ zzwh}s(WJMSBgwo1+Av%*{1=#&wYYb}`+R?dP#lsE%OEhLuDCo~kTu6iW`j+&6;gM<)erjhRx(FG3lFkxkOpgReXU>t4b`}ehF5v=IpP%c0a9)zJSuEsO4SJ84+S62tPlOIcq(t?29kDYt=@O-(al0j#t zc5mmA{rmQvcHxBLCQJLefV(8q6QM*!52bX31+3mm(B1|K7!ZgkYOmcSmN+9r2ZtFz z?-WqK!jHr11-o71l2fFH+{%iG%z$(-&<0=*MbJsYW<;$Q}s@be(zs{%E)z1WB6t*AlZz(gQ0Ej^-(yRrE(tmTmgc zsLY$jtdxh7(-~bhg!TZT6d2?$)nBCWuK!;EE&}{+PFz)Atf1>%fPy*033FCf))`=^ ztJkb?LpyG^2gviVyK;~i!};%KF;sHo0sRyVZuoNOt~3B3!5RvqevPA7FA~qA{m(27 z+ZTUhX?TARd^{)k8TdZj<3n5#k@`MX);>J+Sfir6*{Obiya#fM-6oAmjX)Lw7JTf_ zy1J~XRP731)DU_ES;xIlMydK&h02RJ{GZ^J1Z7gw5 zu6dZ}>IuDI6ds(>JyY-Mmeih^kpOFfR9z7ZdqIUM& zIW#!PRr4p@(Rcv&1K|Gr`D%azDAyQ&c>FLtoI6}qWI$#=&L7}A2SgBvYG9Vj4d`KA zuGR?K!^Yzlk=a2GTYBE{jD(Y3wg%n~x?T~OK==nzXy~EnMY|O`!*z;t*!~Cdk-(ot z`vZPRAPND)1eON<5NFT61=@y&)I~h|`&n9RLh7?F7*s11%# zw22p~n)?@wiNXaZ$esYGBhRwfr5&I8wCzY<-7*9}$ zW^4JMt$Xd+&?t z*%AFWu=30cH%a`H!eRp-8y%{o5~A(4{6AW(ec3QBgug^z8W6mycVw z*gX9LAuEd5TH@Tf`}D`zp`_X>oMggtK0-wJYVQXa8C$d{f&mZJ`Dz4`JqxRh(l3NN z4d=l#{_5@kNe#jSoElk@E@sC?McohrtRbiP(V9I7WB~0%ip`I1C?y*301YH6)ktH} zPXjj12wt9$(-h}OTA?2Lx{$FvQ$uT{@zv4y7P$p>rx#R$D z<2`le+({$S=`4COM(b{uZ~olv9lzDk<2(=jSxp`3ceIoZY3f+44D*V$vuC(aH5&AJQ(GTf(2gaM9@ErjDb_L5`a0&3Ohaj#J}#e#ao*O@8am}2cLOxs&3V&EEA2}$!8Ve5lt_2KFaNqIMbUDlVar_DPBvij)4e3CV@U1En8eYZ>w z>+UK^Rdf-1eIt4ZiKBz#;+knbMYlk{ja#;-?i+j+N3LOS2i+F)YXMD;lcCP`i6&nM zjI|9v(>FhfSh84H^kv8~V^k>7`^ue`qRjWUYQyI6=Q$njRRc8IQtk=rC-PGFt3J} z;Qp7!v1*~IaHlw4x?E~)uc)B;x9QXEeCOMvm*&66_jJB?6PZjzC&2La9=A7KWy|cX zRoutkfatGtJj<@@1C(PfElu6^SrPvo`I$APtL!) zSK~>$Xrr_{5DHJr?;frfbGLUDG3GT|x_+_k>LXsmSfvMbPhDS^8Fz@DlO@fm#N@ab zC6Y`J^J-tM%dk~C_3`DDhX?;Y&t7YZ??;y7AL@O6l{t{rdgawShnBe8e2zx5G|g^@ zo-NjhT_JDXEn%#_+irexA5Xk`Z!BYC7w_Rlt%)d&oFB|$MRB3tqMuG$oP8YS`l!(> z&%66W;qzRbM=xzeqIL@?PNrn_=$INDzP6KRDWSnXU{;Dx`0AtilI8GEH7;Kv5=1>K zbzs_;Pk6p-{j@JMgPIe@suw=U@yRWST2~(9>zHWQemKk!k=K9kdl}b2Nn0n!G*f5O zh%ml`|MraNte_b(YRe@$CC+vmYag#kz%bm+wu5GZ#Zey4B*3aZQao z%B}X}lDHmdZEc$w8C|`T?*Qkwp)T){*V%Q8rp}>rRT?gtlXo4i$7k;SYW|w`ip+9D zjli@rjH;9G{M(`7fJXu6j6~}MzHv40>ZCk25w3oXL!!v$ef{Oo&BquR=$~;9$JfRr z8TYir$}`Xl&BV9WIB=2rRd(;XzH4~-=w_P^KBI4j-yUbS<4u9ksh-|yYU-{#j#@h~%)ibn5k3E=r!xeE{E!3!JZlAVr$^A1& zjB^rnEzhRRq^AbErC2mXwoFk!nv0MikrpZ)+V4J(4!R+27~B0kq9rq0?vhy1dS9`M z;)*PLM~B;^p)!`%0s&7Nj@5{?zEw!m8IOD*np$F|a$b#g@|=5=>qhs|+S!kn2BrqP zHb_iA{n9-i%R?@lXr`u-`I=$pErDW^W2m&UTC~Nd8Kp~N?zCRL(XWgugh*W%O*;DB z2M=+0vmJ`P4{0lEtHs=|P0W_zpEwg9{q#!MbuRF@S#3Lwe}J*!#xeuhO@|wta%cFi zPO8tp-C8-Dn3h43yS%jHr&YYYHiO6ygAL1jizlvEr#W*+c08}wREf>34{>R!jV#-E zpNH|ZT7Yrvb=gx7X{+dWq4R=uE+cG?-KaGxZR`3`iPsH_y6E1>GM`nbtNC=c3auK^ zx-X`f`3B-{W$h??ZRK|ARHc#c00X_~wf!X~M%^NP4GX2T16d7xJL$8xOg-4=LE@s{ zdCVD8b>(oAV7_rx|luVtPt$mlW4&|4g; zQ7CM2_QGKJ9@?_>js?dcBTD`y4@#bN=y=@TjryzELvH{ z(!v>;c3nK&uz5%@X@+lfe;miVw_E$PCg$zkJr8t-L|jgaYzUC-6iSpjCHN&+Y?805 zKJG^%Gl$&AvqGJPGwb5i!W{P$Uhwmmu%yXfTCW%MXfSTwTACu|7p05OL>7l5pQ%Kt z{s`P7vXfi(1^?jK)1@%)a4U!BuM2(28~f04rB+k>qAx5~P6KjTr@yEw^vU#)NX1Y5 zi`KjAy}EzBd*hAH4VE-x&yLoppZT5y@|jF=-D8%ez3Z>N*LfTirpanCxjmykLWPB6 zm5JW59)s_y>f2&G|1HR+@cXA9GQi)ShpX3lj59=Frj zi|Rt$COwST`*$k6n$n|t?c4ds3F+=uN+ya84ks5z*91vfoC*>$Fsu_~^L;xs^2b_R zhYk~7qwiYFuiI>B7LPc@1irFX;3$`lS1zxtW`FK5vpF}(FjiU7CL`lR?DDr){U6Ze zLD}`$VlvaSX`iK!W>IX4Q*6~DSHTmRN};*&cE`yP-5^f1KP(6t#3uFCXrP-;b6xKT zKhgDR)3w?3t&SZ%(aH@eg^mV8uUD-a$`>6G(DzBs3S7z@MNf;}_KquY$?|qCC!gE? z%zty)m?tcte{}Pj)orSC!K-q3m zarngTs5&t>>HtOjk65N{g4nl5i} zWc{<;96qWOf-_=Q!d2XAs`CofXJ{NIGxgQz=|%k?t2;kFbNT$8sJf)?*D*uXWTP+jGB=-uCAi{(2UZQ>!+utl9^{GyJkoZ{Rvb$MzP2E`Xfsf z(oDx`!^n%wQtFeB2IUmi6-rzyAP>o5T9Sy;E|=?&S6l7)G(H8Y?lZMxbo4oW7pW-+ zb+=n)DhZRRH#Kq`3m;NRbM?^`F3eE9cXym)i>K!v%aRlky#!$+5R?W1AJ@(kp+W|R`L45 z^rj}CvSwIE40XxrT5R^@m9&Ua(hOCIQJ!#%v`tH5Or9Jol>o^df}W9OYpR&cmanzs z9$r;TPDx5ERvGFZT?~+*W)VH4=@LwGVJw_@m`Ht_i$inq7-MW7NHgj>&f!YN3N=@U zq<5cCwwua^V9@PG6JA;sD(y0!il9K{x%X|}2M!4)nH6-I|QfLMYs0sIpZt@6vJqMY6T&}@`hH#7Z18P`3Pta zMIh^R0Um{acf?4JPKU3)$Sd1xH9lhLZs^oa|qo^f?(T2ydpj> z4hkLs-*JD{A;&pTzTUsT8}09103;k8^BrhtB1stYTNFu}yAjO__z)1=oqPA7QsM%= zQDoD0pbs_gLVXO`Dujju&}jjEh#x?TP!E<3PG*f`^{z4kX#{QkuXHt7SXj8UUOXrG zl54Qsd$)$f<~Ec(&$H>NfDS3Zsy+1d0!Zlb{5{{ky{Nu~$tJt`$DrRWN~o(iO*y0S z1%-B$E^xeL}9KW__;w1f|>+k9Ks8}e;Vggnf>`vp%IKZ|_WHMTnG;(xTM7YxqwXgzE`ArqB+OAk2TZJd z2QYTjviG2E2MVp$<$f%Xli<8M>pe;*ga_p@2`tvjY(c#*8BO@GyiCaefGTzZZ*ideO!Zm>h0vPW??+`lcr+>6u z#ajWT0_rgg+J+%4WMs9QLt=lJ1pd11jF{g$tm5A9Ut<ⅇ@k4dI|cuR!BBkP@ll4 zLN}Zc?MjRU)WpV#fT{|CmII^g_Bj5h@o}s)%7he&K29T0YDx+UjDH%$*pgzdbm!SI zz>-9P51bq@lmGr(GFJit&F$j1F#y+bX*^;X>*qFj0WDi~tPL@xTj(Nf<0fQCA^B!8WsOZ#r%nMQC`T+5r~im<*05R6aCbSm_aR zPk)&m^oyYz0X-Zaz_c&YCs;#xDA+cBz~&+@b7%pB18-fB#Z+Biar|il%?p0vpwJS(uqsCM=*Q0%wIn00SM}G%6~tx)n*P$&jSsHTv)v{2Fh{ zz3_s(CV`C*mBNX|{coY??SlyCE>y(<>H^wEH)8Y(N4CYhN$G>pRTPE6yadrhD|28Dn$1Md^N=^az_Z-e7l39o8sh$7=r5fN7q{=xce(=dnYMP(HOmrvp) zp(zq|eF--j9sWNr`k!yPejdUQ*-Dq`4!Z5z>uTuMQ|z9p;7I!bpq+eA3uLBHW}Dd& zX-q^jc!h9Nlh1fCm*ZQQeP=%~_y;2pKT861ZQpr4e&@EIn|Wng>Nvm16C6jhg$Tj3 zK63s7R9_2nEhxiOiRfo*fNVA+x1rBFn$;+iADTGcJm{ji(pfl*>cHKpFsw5406TF{ z`lnv<)N&f0%ltz$inO}X*T}0?BGaF-ifZW(qm3$jAuMKeRZ4ceGBZ0uSQI);0u!`< zU*06}lx++t+OF<@@0Z1gR%Q}{;Bn{99oJ%_4vQWPg64I|g{Yarbg;9sTFu;p#o*f) z$%h%k;JeO2U|(8Fir?z<%d}$9`Npv<6T=;X@9Ds9X+&QDAsD-br-5q4(267%qD|k;n@*} z3$R|=XEWdUMw8$viA7#Ja5RL)f_i0j8@RE$L3NzgF(!fVsKlz?%)e{o#qjH0WcwIx zY%t`NX=nX?KfE%L+%cr?vnz`)K7=D-yQ_+d&-;Ji(kAwmXhcAagD85@*|;|HG(pIR z>zAK$BUuzZ+GPpDAdyn}$8*kY}9oU7j7H|pT9H)8}L4l~5JW)Bq;qmAWJpF*8Y`=&QBZI=fEQ6N~jO?VL0$bI`tO?bV#xQ;?O z0PM(vx)`9mgle3Q^Jtl*F435P-L||mUE-s+wQ6O7=J>iqDld>n=w`JI5iORRK`Q|l z4vc|a!-8;lgz_MIGC4$ko?=6fq~@tpFTrInntuiMex_k%Ah_Y91!eN2XHDprz#H@G za#ejboihFV$3tR+OagzdfnCRI6w9PW;TRMJ&?bpt3`Fx3C|Yw3%JN_aAy7!g9OQnpxc3!0!Id#gaN3O_;=7&6pW1G%JjE$$0Ab2yDAdT z{9_M%p}P?qLrCoVFIG?E;y`$?M|4c=K@iXgw|m-s{c+4PJb7{^=Dvuxj}OP<5=}ve zE6R27ZnB{#p26LNYv$4upe};Y81Xxy62^4YKoWiu#e9&q_F$UWD;UDv_m1X%-}o=C z4R5*PjU7--&MbqI&qNshS%0_+gC?xtTA)jM7dl~xDA1E0h>~D^2H;np`Dw&%Eh6l^W!MCA~ys1iQC=$j=15`7x zY2dXWb76}#@W&7H$y)YkK}|;39z2 z@sAf%ZQx|2IH#u8Gy={aG|iy4Dgf0rG}}nZ$RMe^rro5U{^splv?UiKTL3{9f)+J+ zdgb0$8At(uUtg_~=f%)9dsQ4mJ;l4V=f_Cw$ zDx@{$T3YRdLv&$7IEKZk1G5Q&t*jz9YWe?ZhfbtK8ztJ6A{Qj26v5H=0&_3hOcksv z^uQ9&Mnr7j84$k*u{R>10Gsk?vrb?%EBpW|u`(dH`~?e8?K#!AyQ*FW&TdsmEFX?V z6vz=ZE(aAeSF=|_YY+vSn?ua1}GV!;!T zX~9w@CbnQm8u%~JH$kqwWY?^1--rMYHUejR1YJCr(~5GyLPrFQAd-mjIt#DYKb1m> ze-LLLxh-)fU=(9wh=`vc)Zib0$oy*LKgc1mVyOS&@!6E9%b5vHPXwIS5k3*yX7%vOACC74H%GWa*vgGBR{rQ0Uh!`5fUqqr zpYN@hn7`R_Y~LIB3jXN)KjsGqG%~@ohe24vx{Ho^pv_STtRyh?md8BchDQiK2KaJi z^h$AL|akA1?WmNq0>h?sF)OJVR>coR`0?C&Z@y={Wsw z{h7~L#5{1HAmcMP`wDXnI$`xo8F)~%SvQJYj8Pg5*;Im)5=piJ56g(kUgY)vIkwRqrXMp#6Kdt)H zc@tS4_V(IS#P(J?@#hw%B3s$TEi17-5q|$C|A40UpEHV8XULt@Kj(q6V!1cI%=cB+-_YA z%>WG*WIx<@MY|uiz_MDiYcxtY_O@JzV~A`^sf%RJOV6WQ?3_c4FQ?_!+Np&&3~iA9 z2-GJ>y4yK zSs~IX1oQ!H$c&^*B%qpldQl)<@(>NuP(TM`9k4zTxoK(7d!5N#+uoSH8|4n9e#QZO zGNDy=V3iXc$}mqTj1coHu>+i+LP!inskUP^Lg*5Cf@`4D!8<$;=@p^%jDBal z5F&w)WJCBxY>T?+vaY2mzR^{GR5xZvu=2{h)Yh&p>^K4j- zA3rWEER2b?92^|@J2>ai)R2NNB8e*la}f=LPdb)_rZId(+?4-<5< zsWV%igoI#%UOoB<|MlHx8zr)Om+4E%$!X`9lP+Ai00c#J=CeEA3qUk)<7d=vrC+-S zTIHz`Y^0|4z$zevtJKSFLke7HA}cK|@L!E;33UK>T?@#-KtgODJ#?rs+1QN1OAu;g zfD(Xu77-0L8rk$h4nN^|!Pn)a^>J_th$hYD=1=YLK=hM*nI9$!hUnqzFPOS1Eh|d^ zUm#DTbCMXr3Au}s#UV=~q9d5p(pCT(3m8W zG0eLl$~)88#mHIFz2|-ZehvCw`fBXiQ7W>u9XhnBipom8*#;RMBDDRJsy|XvQqYNk zj>WXaX4UQh?fSgZA4humCTkT1rF0d z*ECoV@XrzFLXTjfkq#LkAt{a09Qo`S+&R)92bAr+DXBj9{)6klvlHB0B)-ZEo}vlzy+OuL8qZ?@{VjBPkZ4`({>Lvj*J>;SA6&{5a)Mv>(zRO@ISwy9OCnUBNR1P{Pu4^=Xc0!wt2-d z{epFVM@HgTkg~z$|3Z|A&m#a%;9B{S-?-B6@a=!@+|r z-j~*rsbZQZ;%BrmUGL&Y)flC1G*^_J`a>5vDRKrZ6q&(au;l+&|0l*3^%e~0C&R-~ z&Yd}R>J&7(i0nCLgc!z-6NiSU-Ew3ZkkVMe;fMw}FE0e2&dmVL|8@e_Yx`N0lZKvLEyq!QCQDp@ZOQ5?1 z;28NA_)XxAyfVOWiLxjGH{SRQMJFIm>|db2fOS_8&c6_K0^mHANr1P1;+ub=>;LT+ z8zyux(8EX1Yw|O41Z=(u*e=xBMCV=s2z&D2!9`wrfVTrDZofv)0$1_HqrvB&oJ_}w zzVEDu5)D4&te{X^;{5&ZBK#w-KGUt-aJ1d*)OCgMRqHBPhBEI8mE8GzJen+oWdVUA z9)1PAUIXwD*$zq*D_Hl|NYX0;NIbXlgsYF=FxprGj0mf^0%rdweK{Y8VI+Sr6=9H2 z-vK0oR=_UQ$zmbnc5ari_&_t7QG#)seFaRwz6N0-VsL$4G7u+-x3W?m|Er+gV~ZXb zetv$~OElvVbxxp4iO^y+`=jJ$x2gAg5rEZ#wY{ANA9UrZiAq zWCBD>WOG1uAdN(4skG*Ib*#r09SSDAfJ?iftO!3QgDL6ga6zS`q9PxdD4IW^7}JFR zgEkua=^&q_qn!a13?VrRClYRj9z-T?!q3mX?^z^4o_X!vcQZxof zz4)~LDg+v@#MbyNSHwhU&qoxm0l$szE{sb-dkT7@h-S1Gz=JS{k%TxEZG{l_f>(`CY&q$6pqJZp{{jO|Rjn*Q}<$U|*&6b^qF?-1d-$w>hgqfYen(Qd5 z|3!%DMLGh?$$FUKKMT_Pvz1ddvZaUo0Xv4_K?%$dDHdkjbGy- zu0hW>x{h$xQk5I0&tXmyxIv@nvq4yR5uJ*`ZR3BGdCun0ri=4G@w8JXO|DC$Lj!j11tNp>dhO z2Cr#m$p~SQqd7613 z%3$FTt!#ly%uJIery+%abOj^8p$}y&n~oZZE&L(uNj0=4iUh||75qgUgYm^a#}W}{ zcZDBBSnFTKd)Vp!_o4rbm!NX+hn*9Q9uj&aL^`OW5nZV}4@aWV1D(sAh&d5Cddm?5+{{V;A=}zj1jOOZif%X z%@NV?^77O$Z&Kprkv%gmqwSL=gHxtm*_VaWUa_wBmfe4A@B3}1?(Em7y(Pv$ll5#( zw8Z6Sx4IqHJv-)YV#um5Be9mcboEiQb-Vn753jqqWy`LU<$22iyI*dLBdhbAnkQYq zWRoH97t!LJIW6*iftUHj3AiGD$jZdU#pULzTL(#>${5rME%Cy;6l@rWZqs`2f03sW0x;qUhn>8a8PEebGWG662gjS&z`-$^km0gDZjlNq7>eLAD{pB(?RIq zqwDBkBzl2YgYQX}uoai^5|4)KymM!RsHiA@ALz=$g0o13yo=7-(<-W}5)u-OQ1D0D z3b6tN=uV=~7->InRv#aq+qVfh68IcV4Grqhzyq{Cp&=po7dl$n9J?WnL;Uyd-Ltc^ zLuF_gDsa@BK?Ws@Jn?|@(3x%GSFT(^4G;dQ?^=Ft?lk-W=&qm4r+%JbmKvLNruAt= z9R;249UWCYHZA6Mct$k6Vh0>D4p!C|sDd%_ zqmLS21wXO5sY#6!WGAv4t*0_}Go0RLYio-{09%bz?3|aIYmYz=G7Ns>ttv{?8`jDm zJjTvmfeXKV+Y2C&hK5FnN#0tSpIHi^$F05Vzin8%n%2j5yjKpZ{?{VPNT|eNKvn$F z9{3criY}rg9T-UaQ1Yp4+*3(rD()anMMZ0H)R0OG3Kl?lME2_j>)oYma9^40{CYH1 z;-2;vqd&K!y&X~j4<0{;U~g+@XJ=z$S>TsZ2fPk}cFn!pu3fw49}v({;wB2UY*gsB zZrzHs98ZLog!0CgEnD!3tc(mOcZ4ns$oA|bC{QoWZyL-7DzM7R$Xq(SlhAo1-{brf zt{-ZA=<}|quC{2|W^DW&$sp=}7+Ub8%4m9e`dIJ>#4wfV=3Y{g;9pm2Wb^~elF#vn#Uq}Bq6V+|^b2y52U`@8do&=A%Q(O)2bQ5V+6n5?0sSqJ6 zbvok-#q1>)j6{w0Oy0fp`@)nBXIvtQ?>LA);EZ3hEZF$BoBH+NM#%koc)iNH!^6XW zb>JgJPbw_bdZxy|@NDI)e_oE3oFvepqQt7QpS{biwR$eReth_fJdN(5=0) zf5^xhSIqst{PPKY`i1t+&Lse8;B^q{p5S}x=;#pg7X!&@C^&%Rp`od{ZuQOXkEdea z=wrI4td!J7O3LZ+@vDsBGF(CUjnqfPZOK_%JFNSWo(413#{2J*Q&Z2&%iq6q=M#`s z#B`7^rI(klL8ay(!J`0-fqv7w-XP!$#f*DfwD29!e-Iv|>FZ=Wm4 ztmHr|Yo3(7cSCesTrc2K9PG)_QN@{JPT=#nVWd)c`9?>B4@|B7y2GaoX&h7zVC+BT zT1J$Vl-$36KPV^&|G%VU8Ff!O5a9s0U$eDkTc8Y*WL|wUGCyD7*IY_G3NnW5prB^t zegsxPXjS2M)6yuvmnwEnm>oeiL`TOJt{&bCR>EV%qo82^tuF)6?hrq}`p!-feYeBA zm}Ly5nEg^yQ&E~h#&O-zvA%x-1rmh#5@*li|Ig0PJ2^V0UP#wRPzxpclcG(665GUK zO<)*N5il_|?H?F$L_!tesSq?ksI7w(gc8W_CH5(+sI2ty@&dEqB1TvMe#OGX$Hp3( zngahShgi>vP~pO&3!E0FrchehymhNBOrNc72RxA1jzf5}ux@>WgOwK#H>GMjLA?bS z^R2yBO_V)y*|f+6K|>|<=s?sB3k!pTL)!VRga_prEG_CH-$or)R@+M)HxDX9QAvp# zatiQ00Qb6~*NYH>6S(%irUvbw4o*(UcJK};by+<2-f3-Z#j=vGTZdHc*@g7|kj}j; zD=B#gAAm>3q#k5#t+ln0FJyMUn=so)mYpcc~Wlc>d1R*lP zb*5)osiDU>KR^Gme*zsI65`_E0A91RL)*c@N3*D^piM(lQxnw@luBY#Qnm!2y{`Oh zT>vM9T(dw@va}pQWeDbl-B}ki5pcSSc`6=BGMk?$Ku80`y|_5MOyBzClkjjRirXJQ zeVV~Jg&;6ys?*U0LGa(xbG_M%o0UBW4;@O=$R=DNunZs}NeKykfkdc;9tgY?RGZaP zEOhjiQR*_9H$VD4h|Cn zlY21S5iuFk)?J;an5jTu!J(`C`0*+dZseoc+1Up|$QpMsWloHb0}q0@>#{;|HEijnckrAwELjqOqD zs;^h#4w4am$Xt#Wg5(yFoj_PIjuDz%dV7t^7;n_SOyIb zqL%>7hpmcEn!$mA!ylum8r()aJw1`~BgSiOYeU0FGCm1c{`w0s_YufVZ*MQ&I(9Zf zy4T6^8*V`u3jYheS#ap!RRf-drG&T0VW!%D*P1*K2~%Gb?KX*F|5Q z@!_2)KqV(6?5x|AK#`qvkc(>w==eFqY8)aU;z-oV$;p*Dj0%g2FmKm$kfTuWYwRvB z@iU9-P*Q!Gm&YG=ei>Mapn$+1XTJQrDzRVD)m20_1vnKV!_PsVWbdkP-gJCTC=zcF z+%WGHy!9tR1iK#`Hz6S*_#0v_7HEdBfnMUbwuc07^MV;N1Wy)F9aaF)2wJL~MRf5r zIXTc>gC=3~n>Pk9{1|(>>8swEsKe-8LlNqlfD5WV;A&o&71;5$@z&frSTt2tRVe*q z`#^{W<;kmfzj%{CmLTSt|Kf#%g9CJt1Vu!OV`C-KO&@Rb>-i?>_icO@MjZ61Oz@7g zvwgk2l`b3*MWGst0|GP-8%)PKa&p3~o2*kYb~y1I5kOJVB0M$#kjfrJ?M)3028M== zaP&aDTUuse@;TYqO3f=kxeh}Lejyi>l6LP#qy=i{g7=Y!k`R(3)T~gmfk6fq zm|k4$Dn59a=4+$AQbR=vs%9qvfPVS}h>DqmWAm}+%GeBeICMgU3p)k!=nfAJF>c@f zFf5EqG)S7!9#XLAk6Q(NcfC9DkJ~nUGgkTIj2^rtJaxsg z*6-=5y+Ha=*bEE|M3#&0w#0;lml{^Y8p!P3h6sIrX6EF{lklQqdWMfr?RA*wdl(S` z$)u0q-Tl-Yuh~!Qb6rRW-IwmA&$F|)Qcw`wWcVlQT=!j}d#mo0=~LXsEI0A^k1!5m zVq!h&cNI;0!RSN!H4BdcCpz=FbPcV~@o3w}-W$!1tTGFu^eMw)1|l>I2xx>u93LCY zFDRhl^RQOnKPVy+UU7tQOlbNb+yfHNrY{Ny43KUkNrj34OfW#m2c;JgLKmc_QXG>WxrZ>p1T#x>y8ui-iilXAo4gz+3nPGi z0iFbm584u+1N;S}`pbb;dY*6e(@*V;`_MebI&`#i1@d&6*;~gP~?}T^i?5ysw zfp=U+t@-CqD@#kubLZX>eTO0V$Ay-V-Ic>b9(0=6Z(MAmg-3SB@aLg#_14=0d9t|o21WpmDG0Xniwa*C;*@Bh0aMqKPk}!{oYWMC!{jyECAAzu8aAkk|C`3OS4!)z46BZBL zXW%7v_VzK`q^UM}fF8SL{Z~}gXFsEq1D*kX8Xa#4waS;Zff>mFsso^sSoiKrD?&#X zj5fk+Y-tH@{RA>WN5>-g_xaXe*Q?!@FIOS<0CrHKVH)ZX7Z2~mQa5y=NA#c5`0ghr zA8#1&A8#OS!Qo}+;J}$fisz3hjsTwF;}B%!WM_YA-8izUQIH7eF?w52a2{@{|0w)B z@G-=@Ah2|FbexG&nBBGQ@y_E{E52A^HL(JI0{5VoEDGAT!;{C%<;YXuQUGT!U`C`$ zEFu9En>1FQ(TiTreJq=mjV&=P?fa+$ehxOD=zNBL7)E|+Xwa+P0pMnPR_5D9K?H^sSfnwzJB&vGT` zRl+yJ^kXZ7`-KkeiHU1T+u*4YoEsbsE-ETI8PS7ajsVJTnEmhiGl7-lx3(mE=6ey- zTO}XHzz9yYc73h==Vi{`38wXp)4OQl#w*XP*nWe0b3yW+CyTGnx8}?$1wFGTd1KOM z7oF6G{K}CCN)1C}uECqKbghRMrn^2|8l%Z|R$tpuCDmp)&lC~xdhFwYd5Q8j?kek{*V^n- zKLw@TItwbCi=)Et^@6`m%h|cD`9#KcvKgoSj)KzF&v+X?I<`r?udC(N`a$j2nK;AQ z_~;J#iz~-3C8at{F}J#j$T=1F3~)@kxB0xda-WjB?qk#O!#cKyi=P&|cXTxBXzrX} z^ZG_y6n{;{qDs1?9^D8{OP8ws_-5^)S)amc^&Q^#&(qX>RI_@e(|UdWZS?s1nZeN0 z8O#z-;?6nI)|+TJj_=NqXs>jl&DLp(;0WXNc+%@%G|p?vEBD%C;!@388%n7;0UaGJ znV7n)t#^efm;AN;=3Y~owgIZzEB3Q>?A|BS%DHt1d?xE?7WW@v8w!>@vMe_gqu@l! zZ{W-9ieM3SVB6JqiMCUqzog^U8aLVdX_*O~X zj%`Y3HXv_npVZAL$>cU#gIE8ecGzIMZA4_jY|v0|&IH%!q>HwP;!QiFx3n@H?yh=E zL4AYl`AmH#=7m;XZ8-^aE@NEforlu0Kdbevw=eK;j{!auSUud?#vS;a=7j2AmpVO} z?B0+ISkfyu5PAgzbdy`rP=t{Nya# zCr=pYc4T{-wY_oP?y?x3%+Kl3x=lF6PmBXe`}ocDSixw+o+ z4f=g_pGQpAm-`LuURShuhGbtoV&=W5zp32jM%$EApHlyY*IGN0h1uG-3#a_3aTjms zs@(Iy&U|g!v(JyY0Q+tEV&B-cq;w)8$};EMsou};L&V=CyIpH&`*g9o_GDaE&7GiF zy67O)o&5sp=PYhX+#8suWsmB=n_F$XWg#^#qBycH%a^lRf^SP#z|VDZ$}*Lo+Kr-y zs$T@Du8UVU?Hj1JjTQ{$8uMXKU_1Gh#pUflUu&t_(*yT%iyN97LoQ`Ch_V+XZZjb;tncq`EcdcQ^xu>i$CIy zG{3Q^Dat9;JM8CwXXC@jk~H1KnfNEA7o;BDTj*eL`ew=O6*+I)t==n;#sAhPmnDZ% z*j+l1cj!8;j&Y?pm1)83mlF*_@*5*|&+Y!^q`fcny4&s4Yd!g5Ce;m|!|T64e7ls* z({`h(@X+P95Bq+2`Q^#wwfrniU;penEz@@$)_Xn0*Ilj%`<`evHW03DbF0Gd+Wleljh~kWMWJH25jGWJ0Dfuy1X-lM=(${a%P5AGSKb*`$@j*p~^m5 z%JXi=FL(8B@new_6LYF=j}p%t=zATJ|E|UtKPG!i|P-)u&!e;gttv8{6ljIIs) z{3=!5%avM_d!?6!KkcF@>q+CdV98oduC8`h?AO@E>ac`LLz{?1X4cVwT#oR-U#9BZp* zzqs33P%iUE+)2VAUQoSr^25ZoOYHm27#^pd^lz;_uy_5j;A><*9+;cvcz$_hcqpRM z{#d<)(4x?J^~;w`TPI(K{)oMLNTrtdxs{L*@4*u;V(Ch7D?Aptazc9!43DrE(OgVS zJ5c3+n<;zrcIV6IrYx1Gnb~MJ&N-g6Y#nr!KRFdU5oTsmog01I_kx4Kow?Gq*l%fz zr8(E1@NwD7yNdLRw%hgfQ7W_;unm5jtV)?Sy!-elu#T~{?))y%25fy6`QzDfS!5CS z9k-Bm=1o80G`#F^qNeU?oxwTAVx~slds|V9p!PZ`x68@kzytb_xy?hl?+W{<%d2mw z`9H5z)SVj)7%*NRw3(_XES9gh)0ubQ`2B+?f+|Fxz9@<5&fO-+u2FGz(5R_M(v4sD zXG5&1RM2c;_+B-oV4FHEMn^$UiD9mIJA4z(qBdt4^-b`|u zw&P^K!x6HCcKqhWAik*Wj8&ia-Og~gdn-KfU_W2u@zgq(O=JsU52*GPa4$|suPLiO zP0t?dHDuq^wnqG06Tp9&t`9@E&!y~omgUUA!KD`F#O9Xa^YCd*NPL*VIVw{Vlfhlp zeDqcIokM?I>$V>##}2Cz9pY8*vO;a3?pD<6OuC&_$7(+|o#36`Qgc1##a+cIciqaD z&MkEd4=LIFxb=ist~eDxtXu7oW4L{Gn(vaYz2ANdfFk$AEbaS(z2A9064#v{k0{P~ zz!-E)JwMD`te>KnVW39WWZZDU>b9tg+*Ua*;n(Zn^e8CK1K-$ux3_SfV-`V z52_B?-&KEW%Y1{mdV0o7=-;KY6*rg(qL)>2c7^mr#zJ2EivsgP>`aY)~wTB##(yDE;|w?x)__X1}}-Bv%u0f z?p7{E5GqC+N*%y)eyUxI;s7vxbQB~ z$11qCaq&F;Ioev%3!6x3Xlc)xXJNlCvS88+#Q^{SfNIPrS;`x_)|Lv=q&y`fqmrAw z5AQ2kDvjuAD>z{<{cL=dPL?80%fk?3l~?nf7~r+#gxTq6=$S0up4`?yc=-)dBH}WO zqt_eIGz=^p4`)$Vi3R`wfOkqQlO?~aDR#08l8=mT!^zU((~FPp1TU2iUTIR>X=rNC zHMd)HrdU2(j4|3eZYmv2X8LB9!FQgX{nTh=+j{19Ya&bJ+8#4mN(9~2cfVdVS6geY zi9_(Ob$nu)S05XEF(V9LL0HZhZ*a76-}3Mk<2c+N;keg(lL*)~zXUHeGMqa{TXSfn zQ1+?JF3xb*Z6&BMBJ8#-<#327g(;l-9+6b5%KCDhI`L9 zn4_a-Xuf*udTZ%NwDf3!;&TB206^9LTFFux=WaHQh;EbTDkYPpG(yFUYJ2qXM|we&rO#96|$RBgDq$p8k+j1)~k14Nv~z|6}Nfk28Xw$ zC5Wx>ZGC#t&(c6oSI@|9%k_e`K9Pjq)fE5bq#qFg005}QUoBaV+HCS%rDU=kqlF2R zrID$}k!zv$G@8a76Ps;G%yB1`r|nNpma^eVv5?2A&5b>>g<+v9oe0;^($zCGTjH|o z=BxK|+zi2M%RO!*+p&(W_MG|Vo6hC8a)m zq50Aig^CZprH08;b|*Q&V-`oPH_*_~F}C$OU98fyHML|Z{Rodw@Da`&NfIJHoB1Ms zhp}{Nqy3ThG5;*-dsB7UM|KqZ=D4Ygm6 z$)WtxS{hA5*T{PPncT*{F%R-p*JLTXha`GhOQJU!&@?pXS~z@thbiC23@Di_sqiKJ z2zBOL`~D}FIrc|5MPfluW7du9zZSe|XLG3rNr||py*xG2&x{IlsqZJukpo=jlf#a( z1BYz=&iu~o6OobuZgWAxZfAWREqybm?=m}8a5^af005ZOjFRPK2Oz5`WlB#V(^`7> z#70MB1Fhl4$38ZER5~0h7Y>HM@r`I_tQJPJGg-2fAtl1Dng@p+X*3P(`PQCCvd2E0 zXcChiH9tF8|}>u-fld`$E7qepZn@==%$sn=5LFlsik9TzbY^?;aO7; zbp+M>LXu(uyQ%coV;k&^rL*!hP3<`rEBue&f7PkNL#6-#0ALa`N|pcs0002PkSqZJ z002NWkSqZJ002NWkSqZJ002NWkSqZJ002NWkSqZJ002NW{y!Fg_EY(+q?!N#002ov JPDHLkV1o0@xh7Eq*EP!yHkM2c8Ix+1-5jA8>+*dijJBGN%b zM7oNIKoF%PWsA5)K-lzN{<${h{5kEr=Z<^F_nkY&J!2oD$bR?xK4m>~%{kZNyqb#A ztQm`DFc^$kyLKvSFc?$S@&8rdPQ!OnHVUWUKT}RodX z)Z`od{kvm3_nlxc=GfE!r!<%fIWrjcLc0{VXgM2wt{*xPFmS55OO+La8l2gi&evk0lHdxg}`Y~2#HXNSMP|M2JJlJeTxSZCSnpS|?xrjldqUG|Y~F& zKdc;Xw;I;|{&9sEC;8 zHXgs|*&8loUUY4>U77*E_#LTA)<>1{=S{~~uUd8V;K8j^r%p|GY`;NQIdy7^kDs5V ziOH7pid%==von9q55Hey#kRa9^)`AdE_xtYWOeT&byk?|<8#W9Wj8`Xv{hC8#@WW> z+r4_Ey~1-wi*m}1@%PrmiQ&Y)VAkl4Kndf@y1JWJ3-0pdM!8?`e!%Cofo{)KOTWQA zJX?t+$#-PoSvC+v?M_ml@jx+<63@1+IMTzXF1;*~`8IJ8& zO%}GcwUwELdEDcdwh^9lKCb4WJTAa^95!pNdW*fjv~5HAlP4!%ym&FsXGcYO`Q7GF zH418x$246*l)URllRVu(ZKr z$b?k>{`)0UQ_~OjG8Hv7(S{k0=53Yn7FJeThYp3y$jCf&;uu-iKH6)PsC!#&C+^t& z);ZDo%vd$yxJ7480&;8?PAmJ0R!v>m*>l3Vk^u#WA7*C8sR=Jjt&M;5NUEZ$s;J$u z$R?Fu_ycDkHadEjgM&jM+iu3R(--m%iq4zCRNZg7@ND-`rd`_22Q{A!mBa%NDgT6v zo*Z#~&!;Uj6IY$*m(Ns*WIJa3@a@+hdWN!(A6lJJpU~QBQBhf0D9N)uTs=Y~+E(s# zKoNW1dBt^W*M{G|{j*_~t9DjaR_qI=nC`lD>+VKGM2v*Kp@?ulO|I*l==_U?rpbke z*Wl|Ko^9fRyXC`FRU&)%i+pRXq+DbL)9O3AAAE}7WCWL{=oowSG3Cbx4~59N=_rh~ zs1`Nl@+y>2K_1I0+l2 zS+fV~eTvu`Zf+UA0vqp0v)nZ~Sp%V--Tq;5i|9`c?mc_k-=^#q4~*>=p*P?9d|oLa z@8FeUQ~zR9G2@Acb}5<4c?XYINM+QI`?THD!QQm6u+VUFN~Q3S+TgmIli8!}BE�Pwm_e6-e*I4Q3 z#3J79cFY*tU!u+}nFr zgzK%kXD>76ldL}EZiFz<WyOO)D0_$x8a~t*6D_805i?4K(=cQ{{ojdnH zKi*CzBqkw2M_Zd&+R~faFd-6HWbWd!4{IF%$c}hzEma$nUte5k884cc7Bf0Q?>r{0 zDtpI%<$*ez)EmLUwB>LEm;nS{;dwJe1pUPDTF7JJ=%{nz#EA<#!n=puEv&7z_wFs8 zx}AoCAsaJ`PyOnLF6W0HBaZFWN!#$`xw*ONo@41}y}cdUDp%L1JM6AXFf2p(SpUl} zw++N2KYlcIaCD5heS3>zMpm~7?Un<@*4NM3Wz@fYWF6f9xh8yg*fl~!1i`San_ZOd z+;vCXC^ITCXIvlA5{uKq++5wvEb@^}ePIxH_xlx}y%2@%)y~Q>&i7qh_9|r44;S-# zBNfJWg}Ha1mmm5t*Q2jOSKr7;M@h-s$h~X3gOgKicD9jt;KjBe?t{$dUvcNNV}^yL zWeOf;v7D$^KDME}vhrTIl3(ld^K)B2eY#xId`Mf4-tFfTq35#n z-pW<}1sFK<3Ea}Xd-vRhuuhg|)Mqzdp!s}~Y@0hdu~vtVj~fJLYiny4wDn;VYugyD1xi4G zD>$riX6tRcwG2kAy@Nx`??G#2Jcb{>t*yn5JDj8^D%7vYr>;2fc{(R^0iWv+k5$ul0G7$vf#HtLN+@`LVHmSCc7i?xQ1n2V+ zu4k@6=~mUI{nPhqhKBX&J~wVGN~^cox9VD94o-O0<-3#gR_S;i zUn??i21Xy}b5%{UnL|h2#&1qP1=4-8)(l~KxIoqO4jq4eeSOT}s^33-ijp7xv~;Y) zDW|NoRD*5GVCb~`eQ@G^zhUk-jNpLWMtpV%W-bLF$$>vUKE8Wo?18>Z!4!rpzw`E~ zC-)W}OnPaW48)(%c5H*dgBmOT4o$_sALeIs{i59E6OXQosj1mFigc zCqT%)wyO0~Quow^@4Cwy4{6c7-0ui=R>YC9S4E{2nDcd_XP?*@;(vwL1ZQH5zsYOV zZ{l{cSxKwEs{EUG?{1a0*t0chEk8+jd(X!#IBY-CZ(aZR_%>tDp$Per&ub0S?RT9% zeR|R2#fIx&B_)N9Kub$Ymxm7@Mx~|g!*q2!%ho;Q zqeq&XWTJdmZ&eHqn4motNGImboeNN0_Tj@_oBH&Kyu9tp{R_Oa=f~)+0#y8A#u@Eg z$xGc;vvSpv^x{T!=);6-CHb^xMD0(tX-O`TFH;ioxNAK6e!*~U&e;BtO-?F!M4|OE zGBG=s-7ye16LmxaC?6(a?B62UA=ns z@d+-V8#pW?zw>-t_^}OfNCjrio^9dks*g}&le!--#Gf}uwFt809mKG_O*;`uunrRx zjR*of1?bsrUUcV86iqDx2r@6iJpKg%se$)~&g7c-`1-bfEDnx+G!=PcM#g?l&O~;D z$AIDb_3J5aN!!%D_7?JtGM*T&($~|As^eii5k;0EbK>JAl`#4E{(i@e0={n9EU!7C zgF(VTcIoLd06ncV*+cBWzPFZ%Efu=P6-5#`aSM!`x3~>-ATTnKc~H`dNBZXU7KF5s zP#*wsq&1Dl^m=-FZiI#cN|eX^A}1F=G~|L5`Cc!rjmIl%rwh4vZecGFT8T)8kBf;B zMXEu$1we*^8&^2{+7^iz@wj>m`~mA8@##%uu& zrkrS2Av`smS8$bIM~BUNX=&tJM}ci>tR8inGu{Q2RaZyNU8!<(Vtfq15aD8vFN4X!9Hu%nSfcNo;gU|2~Jg3R@!aGz0zWr zaqhe|TSz_*NN(S%`Iv2U8ygkOBuG8bIdTD z?Y#{zAkESBfkhD*mv6qBf)}!xBgy-=FS#;Zzq`&NCBfAfd1r?2=AV8_t<7o_CA#Fv zi|*%3Tes-NSK4XSv^)NI*2H30w?>rqi?@YGlWW@t4DWKel+X+3Fh@A=Fim(}Me2AY zwRZ1zzr2G(FQV!Q&@l#ZCDE`Fu{r030jB}Wu~hN1pepe7%1*`P#G`m ze^Fu`wif~uKsJrYsm<>~#d^4bPM-pua)doFInvs_AO>_m9=N)?+7ETJyFazGym|TZ z9JVWh)xB4*R0wx+2Ig{4J;B(Of<&$0t|>_eldT{VD z(ji|#xfqVu#E6Xjr_0Fs*>-7^&hSB-{ z+o;&s-4dCdzY>gfu(uCL^j>m@ap2I24FWU1{>sAEwhA{_Y5nlgqcz*6Fgo@0u)mYK zFZyXNx$^q+=eUm_KO)x+P>w*-tF>zW5#*ZoGVDHA?fv^>F&-5a6@)w*kHziU41x*M z-#0MO_PHim#;N1xuTKxKb7@W2*T)aAyo@>7BMDfcqSA>$IDtI+Ys@GOIhdsPXVh`N zTRDMoGE!AnH}KWXjp1dHsomWLHz;48Y`(GcX{koOj~?yRCM%}+V*RC2ct*DaN6Hng^AZ2$}7J6 zPm-vTn}}Fh6XPSU1NBZAGOaY1;={Dx`4BWQ;DyDOruOz)LLR+WJO?sZ=H}+nz@P6# z-hi}QYxe3>Z%Y}L8*=UHV?vjY10vo}z`FkG)XBfcHs(_qaS}%6m@2|HpmqL?ZOW99 zQ+fXvSl0gvL;Jt)rPco5!FB(?8_8#y1qYMjM(9C0&YpXwnQxH-^d3KQUw^0%-+Ln6 zCC;Y`u474TMS92SwNNY=gHnp~LiL$toJv=Eo71+x-t3((iSb<%bP4e1V{I=We?S;5Hq~A=Uo33v)qs*_f^9&+NlCvDMkYFkF!+WIQ3VCND1L{iAjrA5 z_0Z=%adrK0j_6G9+#A=gzt%POi0~S3_NpWdInkFh9_Tq-7S`IVFp)Oi>8)@SyATH; z_k>@z3z;CW>Tq|FM4#$Juj=qniB|%z!l>FrkJq^BSa)DfImdHg6G6v|7cYWbndIYE zzQ3}Rz^%#2Wpmc>9I6-ye6<;f@6+29 z%RdmPWmSUtfdiY7wE}WhoSC_x9I%u?r?|LiU=bgUEJH9u$(LB&A~s$~O|=XSRU2!=fL5eAC^%rfis=L)Otx zKpn6MG!b~L*Kfj=`jBt50i6ONYIt~LeRg!C>tBfK>N<{-y1gb@$$R$V(($p86t@8z zyshO!fxpc0_rD<|ZoPf^USy<0&&R#n!{69uy_igpa`6CQD_I=f-McRmbB^~BK?pqB z?V9yKpEIsB@8WiLkIV8o-xa@lMQI9PO4J!{|Bs@>P$pRfo??wi-IF9X`)lf=Tf2(vI$PmyU;8VnY) z*mU_WBsk#Z#RDxXevB)v5l^jMomy)+`@UO!X6iDgvblwY@_&Y!ce}%$)b0klbJ;GpD>j>B1e%@l1%NX! z@h$PG4W*knnVN#OIb)AJ2Xlp5%cC{lW_xVnk~8l@JB)vByKC>?P%7$v6;lPF1Ogvt zk$Oan*I#J)P_qR4<`U!-v~iIg9XixxsPxnKmuuUzIb6V8T^D*(kvacrr?V`COyvj- z@ZS*KVwc3&k7=1NR|qb?hqv0U+T3NW6WS+g=#*j?kdOkhowwJWmZDVR%J~p3_aeE% z!o~~9NRr+j5W{#bwz*q`h$p~5R3wByY{gTXH-qIrb+4BhkPxlEQ8e|-+HyWsx2?rB zqSQW9OH@1bn(l>LR#LH`=@DJ<)m>f!tS(k5HacLA@FE`zXo_psu0`}ksKX~gMX7>j z`4BlDejdy(I0rDlJ1F5xEt^({gH8Z0SfJNNemY74DBQ_HDaSDDCn$)$#NLtG$ z^Bb=$1?dn`W=`qd;lqj~P$Jmcx4&IqpY5?9k_Scz!Aczpq^p~o12oCKs;Xj(d>|3W zgokfKgaD_cZ)8-7Z9+fLQo7tQ(^-9igi$#{DE8VTTULUv?`%Bh_0U(-X)63$ugqKq zERNB!v(pIk=nwMji#2Wu%o&Xs9}1h;w{6=tx**;@KA5l2T9xF!FowW2y z9-D4iFAFDUhB*1r!M`z81KZ7b%yer6z<=5CQ_T z^KaZdBf8r44U&5z(lAI^C`{hmX?CdNk0}ZwoMv)E&^df-dp~A{YKbIce?RKN25~&W0>4@HCH2NBaYX15mPu-Bls z*K2SPZmT6EbivqxYQb@j_&cdIyyGJb^Usxr*5li;-w*&H$G0ugKoCr~V_(2Q9k6GG z7&rlNE;AR1M?t(huXu+RH6Ne4>Xaojo|yJ+SSkt?Ft8}zQgJfMiGcM9E1{bpU&;r6 z)!vrKFkF`;2w7UQBthIyP;LZ8Q01T(uajmVPAUm!AhEV{$eq9Yo5hUI!GC-G;mZV{ zbeQy$z^Jk0%FA>gz@dXl7>?zB`N=l9Y`X$v$S?|x<2aD|?myHdBL6m|7_G$#f%6Tl zD^^8(U8X6Z6-Y*Gbg_(jBc%B};EgG}AkmlXINVWANDvR%cw$GSYM2gO0|;hkN8Vjn ztIjy-0Azq{hv@&};^O#PJ$-!`RS*cUqV}b#YilouE)>fQRAW@fIYSAGg99ZBSkFK_ zH6dJ0I0_UxrDH$cVjMWpq>V9PF!ub!Wm%qly@ZQ|{|*0oKLN)iAQj>|AWWsTbC%J@ z5S2fqBFhWlE8@g(;%)xv7IGA8Nci>J5P>AZJWKr8SHV zpq%i~_dA>;rr-+PtW*@@azd_YGM^d_|6g_aX@vgbI}_YU*0B}->gyI&jE-imSh0d^ zDdXdw&@)q&>>*!()QX^⁡^Pv-_?G(anmVhqF~DBQszNvRu5 zTpAE5U>1X&3=hMTJNUvr8~XuJ20w@ebM4xEGHSUthdA{%2~9kf9Y^9`Lh_cw`{&<* zvn&An>dJM#I16C%u?%rk$Hc}~G&Cd-aDuTy#7YRm87rW_pUvCw5 z4um}{DIhoc%2h&n1vbI+gHvkh(xtvOrb1a$SV#ZfE4{mn%a{OK&GoiYJxdV znTsWXmAHHQYymawT>{@wI_Wz={BL$kWZfm#XiSVU32{&clvHo4MY$JhBaVWfarp3( zFKg&yuq*s$z5ZdNhbx@vPalJAEkF)oj=!k5N5H{PGReq|kQd#X6edKVeZY`fn`&Ft znCtB@*l7YuOpK`vtOI7G@zg5;+#r~WXq<=8GE4W{W<@|Bi>O?T#SQ!Qen_2EYYM+J*mM`6;jPpUh_me1u~wKyV=(#@Jo2rzj44 z+H|A6-(zT=&_uU-Dqn%3MXwb7qJe;PmR9!F(h~upW=HNb@5J}keR0LrbP}8i*qO%}4P0n?C&;wzjX*bGqB zupcJ9R7hvp`OExwK{Be(bkPKs!dY;28FF8!NjP}+#aniV(RyL zAc;IYB4WAErAwd4sz!SX#3SaBv{GM(9*mrDV8LWIZK|lQ7EY`x`r>k{Sh`>*tkgIxA?1@xVXRd*r&PjgX!lr; z!bCCxI_ZH|uJDa@`FWMYQr7D?G3dv&Gw%)*hnSimd&JhtYLBsd*BQ^AVAdzjcn1fD zXQ7s`@s_aOq2@3mP{Bl$C`@FM>lSB1qWk;{ZP#g7WmP~L!i)`F3ji0+Kv)Fvf`<)` zw2+Vx3Xt_SaD8g5TLkJ@6IAGJwaZ}MSRBxRffW|oORfm3j$GUkjug|v#-{Sr)akt; z9CxLaDmPzO#_xwr_^mL*dB%qxQnra!UdWSBE4+7U4l7;)K5VUP$lT&a@BD~`0iqa3 z^NpJ~%K;m(oY}dBUk(zO7=c-^9*9ktbS;vj6-a*mMfQjyv!e?N`dt_dvC7x)_sx9x zY5TvFT6}kA>!O7VN#N9o)*=z`+piyjlSTes*wm%Dw-}tVQICE z4)u^{{C$@*Zlny4Lly$?vpAi#@f{HUPljC=Eor?H*~46t4{LpMPc(91oWCrYNg9&f zp@x}bIT@=?ZeBuNhk9d-+>997mELR8?#m^EO&obj&a zZ={}oU+-omle^-X^)|*;CdoC+5Y9b#9H+?>Fq_6d3zsI(Y3 zmi|6E&88I4TMk}JSQGqRE0Mspqq&HL9)BqF(z4;v(;k!o>GGh^ceIaS@=c8C)GsO6aL z4Fy+Ac%G>ARED7XU%5%hzeH{|6V-Wq+ZCr&-xbuQ)Qo#Z+)wzKvRN_R1VZZthaZ3e z`)=B40wKdABg~!4xYy(3>zfBg!b-<)?H#DTc4>9#JE+hFS{hPooItpVwMZ#c<%bl* zJcpxk_Q2-(WGN1i3zlFq+G6IZ&}Q+590@%K3E-&bMEWdj%Abv2Pht4+{`H(a+opu# zEZtS}%K#qM8(ElIG z0-za1S@`_8K1|7GY8&zdO!`h z1t|nxju{>mvfZGhawSn_v|d&=4nOAsPac`4di$!3+X|UtDTwH zpxFWO`3d>sji4a)pT2*6e(uWNLb1e8$lPP%<0~-f4vo*g@#xB10Ca|FjUN@`Dp~1n zpSWcz8TFu1s*pH3j1C?rDcrTmN4l3jIU>-g6p#=^3!Lo~cXsn&%FxFTb3=~1YJ%nmdYMj0QAKLD>mew(DNbTBuiHkq@;KPrH>xzGG0P|s#(5XE zTyXIt3%&S>3BUU&4oYOc+DdSH&iR*;JY>a0$s6tuqYOMBSi~01*Mcw#Xpc?({{5Zz zU4v6Y&VyN-4h$I8j#BP4FX-pFR4*parfK>+W9i4bQ9 zC@Dy>$VKUcN}5rY<*)Pn2L6Cdp|)LTg};awYwQ`WgS$G4QwS1Wx@%ty1V3G$F98p; z6gNDXz*nxmGv~bG(7iNV9O(-X9$hxSNga^|>7^{d zAs^GnikxCfm+Plx>8(P#9jzu@Ck^sb&!N2nayl3h9UrQ^Dk)Lu?A?rOGlHvbC}|#s1A z13qiG<5s&=NvnkiSzZ7=Pjw8IO} z0?@+}g~|YKb_V!}(-K4{;xgPeE)m(x-BDh_rTY>~gCx9jlPn47@XHSe6-|?k z)PtGdbfx3D8j^04g_s?r#n^NhBLrORDLU{$XskymC=B)>5b+gnGKV${69NLY?CL~} zi@O5XVDBt|eT=7vZ3%^Q#w|!WDW0RcgUr2hZvDix!rcId2DvzPGdLS6S-zVF%M#)n zYV%@1Z9#x(C0+!EEO76zkVi&Gi;&|92MFjJvarIKx8Pq>`>ZTUftn^%1b0QLL*o?ngJHecy=TKf&P9Z zzRD=urP4XD$~b%xT!5%Bu+DK-aL+%T&NO!a9wBQOR;WIl6i4v}901UpQf*n_h&p3V zwobaFu~NVgBeWx!4#`jj9jbeA5<^!wbLJaxk7OhRO4c_p2tW{`s?wVqZiC;BhSe_9 zU^rZOb%-F(Gy*IrT@Vf0GpT3djby3n=ddKe#zM-{YPfSSYa!P*K&7QW7*&xE<39it z){j$W3J$OHt*}@v(Rm+~AW`=?Aiq#15Dn_;3|v-0>&JQn!x&Z)7#3;2wr=Y5*`KPD z4!upa4TJ0trx7qIpgZ!IOmuKY@|Z)r|y?vwq#WmrY%9`>xFYXIMKK71?8{6a6ey*^lkS5KjF>Ktoz^iLP z8$3tRZ!z*`9B!62L-OevDinGc9|&9F*l4pt71AVFv7g8|gRHq7*@HC>;tDtfwXFTw zWLv<3MFDm~*c|0yl?CwjmL3c*3oBQrKPp+h3(d&>Z|2{#> zArnEyyOy5UUz`hke~r-peM{J|7gzkpvOn~lVep%ARQ!5s^DO{w%z~Xv2+mlXv|pwl zEaVFRE0fbtWGPhu54S`j<}ibiv{0de*{hpxTFN3JJ&7ZpCnO5-o<4_i11k+^9Tc(= zB~~U@?Z-YWuc~T$d1Wco2TuCkCWdZ3+`ZCDf|H)X=YKl3E3L^3VD0t0(DL7L0DR6cCiV$<)08P(7K8@hY^UvWHF zlQskK3M{-RQ$O`e!C{yl$#pydmQj|8$Ed!GCL7=f;D-dpt+HMPrHZLsAbIIaQ6p$b zDP*j-z`~kb;Xv5#59KB-HMVEJH>C zrt3gGmp}xLKeF&eI`3B)qYeKfd?o);Q0Tl21^=GV=)38zNIW6v(yra3s@gU&8a5FQ zz--WX?D0SFo}s|w3;((uCB`t}AZ?(!H|v@Q+d-Qlw4C1&zDP)@3d97oUCQ7?=S=cl zC;Om=fv>F^+x}XT2gO8?POZBGr5MgJa$jgJa>8JauzdeCN1MOQ5yiSMWB+WM@m%Ua zgTf_PeDM{Q)skks+1_k+CNePOLttJ0!bHSu^a1KZ4h0J{#Ihmx@dV9ZluM}4326sv zn29cyEF)JD^05t}XD#ml%i%7NWKeY&Kp&J9QJnsOnkZRe+fh}dwY4?n!o)ZO8o^W? z+cy!$*l%ERgJf@s8F~%VuFw|So z5S3ux#ee0~2jeOI%9nut<_ORrBL!?beYkx=)nMM?9z!jvyF4rA$P8<#U~Dq{72gEF z`}OH9a!g>!;!~*}oGivEmR0NUU^r~RlMX30pvlYs(Z%19o+*P*W(3IgdVm*M$kU3< zXBb=*>U_mwD`L1Y3;vjj(o#}8V75U95u)H_IRhEfa_hGlYF-GK9#@$6D`NV&)SdiyZ zpP*%P)UmK(XkG%nD5Ku9WXjt(7^+yLy$u{a9fSl=ty#WcrKJ0!;py4vdf zkB&CK3PA`K^+R?|6-7wi$^VATiOAzHA~c^I>RhK-o?7L-3t1@=Oc}57OmV|>+Us;= zQLh22pN0*~MK;v-Ym^|17*D4z8gRD7j>71TyCD||?gRe=D1f6JDh!)B+!0}aFBTC7 zu?jhq(_;MBCe>?A&wVYLd%KZXI*iTV!;WXQbHdEhP?!$5l@@R2bN5vpTTUx&?P zDu@gm^cNS!Y<1byJz_XFVpEB_zFj?pSh&CzMI6hhEp4OA-!BDYBP&=1ri*y{iwh)3 zcfx@*+%S+G2?u;kR+gb>&cyAnl$~sz;e?>fR3&nGwEM@x&nNVC>Y`HD{iR;QUNPR_ z3vXo}Ny`EqsjHD8@*i3p{w+y&u+1lw=3$zM?Y@>j!oP;8484xq&Ld zu#=a_Sr!F0@z^EZqF&50RMB$%{Pw3{L?N;V!MJp&rR?Im=y1Y- zKmntOFoSRcs0+V~D6w%jVI3&I(+18#zIIUtg(6)x6}bf zO)!s0ZS;+{Cw9MjhSfss+U;%L4}qRwYk~!un%hw~4J?&_oy!XSBs^@*Tfa>k9NuBnN(HDchKXWuTZS%Kw> z5JVq)@1AKz=Opu#1BMK0LbgJjhC8-dE7{W4L20DUezsYC*8ulBM#h{U-T&k6>Du?_jO1G2 zHp5DaP!kPCj5Ays## zQG)O}nH|y^|6C&^H4rsg zldNFXp+1ys=2cx6-fdPgem_l#T@pHG(pUZRZ|R#T@55=ygTJ9D48VbmOFctUz26+u zQ~29S?d)B0M^M8&;a*8I^~eH|oLE^2-cZGHc<;HtotsdjN4x~V3MJk@1ww(wf{szd z6~oxf-PO~5M3J?o01MdRj2bh5BTi;uxZlm*ecVmyc0R@L8 zi&ad5TaDG{&ftY3f4U^CNLi0R9{Bt<+8_U7kFER9)8HD~0+fl>131J@g^jLGTBA_f zg+_N^`152YN~n_*nx}vx!OLD|HM%$ntw8367xWXH+i0snd7Zb(X{=XBn$R+EO|Wi;s91Wg6W{4U7anrM`U6Eu>ND`Rr0R>;k-aUKBBa5+yl0-oQDj?uFr6KrRLAztm4)duriUPCSPz^#o z%bq{~4c-M9QFO+BybAN87RtoG6lPLosB0D~66emr?XO=Sfvz~zeG;4iVkDNw{EHxU zxXrUr)(DLVw8il%R@54VaDP=gMo1GX0l9buQi zKqO3X`B379B3o+M!?x3wUo7<)^%&5^P&R9M;J{`igyfS&QcfQU@(1HeHb~3`zZnk> z8*qq_$_O4pm^(UINkeyt{FiJZs8%;yLqeDTc3&a>qVNu0$b|rLWmU#r@nkE;JDwis zLnG<884&UjZq{2BZz1XMA+q;R9Q0CSENf`dwY!l>D9BVY~?kL@V^ z8Px}vfaugzU2?iWulZ8Dj9iTxF)Z@AR-#O8Xss4l@mQuPtb)Esln(Ln0MuPwUEKrm zvhvI3obR4~41tWK&)mkSQA?A>eCoU)yr{b}Mub{SplC+|88|+`q9jy~mNjw(z;(0{ zdYGBH3KjgY-gHOuWb(N>E}QcmFhi~u(LnvfbcwZ1>deflm)+Iv{t-eNc=697~r$ zVy}bL5*8$g(r65Yt^s7uB`JYQwdP|kUScjHcufGt=^s(dy3Kob%b5j6dJd!2IbJ!m zlVEhAz7XK*1Qet$0}aDkh5QZ``qVWJN(vUMlZ(^^lZC_uAd%i6fH07=;N!bRQhcE)A z;|*9?B7tyD(F$wsK^ws}tDAqk3eFJSNf6UOc%f{v&5bn@N~IxRdOx$1z$(x%;K_k; zK2KM@U1~5;8c_V@z{BWJIU!O45G%w$5V%iIALcJhC0iMYCFEOZaB`H>kR{{NeU~;j zRt*Z$L1(m~O&rmY@aSM(QB{ls=zP?y59$NnrS|VYnt~U`^*&{=#uBIr-RbGP*ZdaK z>{16?RA3`J?dD%?#e*Y^`jf2iM*#wP05N^Kds`&7m%_+^y^czND3AmJX3=Pyfvpe| z8L32Vxlwq8WlQ!Tl&4sr6&v^tan*rf%q2nvinqb`4PADey6@uHQ$#v}*`zt)gJ77T zzIfDW%L5&dDiEc077L+KM>zy5Omp{i8)x@(QPbz4I~9e7zCIDyPq1i8`5&c5ICZF9$4}o2haC}a*Tmeh zJ?NzPu4!72@W?h1GG4$DMY8qS$bcoL46G-11S)CSc_JG;tz^+Z1M7r{Opx95wAfSV zGesE_I8H=h;xNGgfN@GeS_p7}J45|G7Ch7J@!*&zINe+Bvkb7ahgL-{qkx9=9S0>^ zBO9iCJ1aC(sYXbd!>7!L+K7?|kSG}!6fwSV9w)B)Ts zx^piDAN<7&h6qj523H|DRkGX$ECADSuwkbW9fYO8aaI2*)Dw@uq;rco$BiA z;4G-+G6l+@Jq-@*)v|J*opknFnwyKLmVn#x29Lo76|?rh7=?z7UR%@d-$#=ZWBF}0 z7zi-Z0CeVvhQxw_Py>^LOqjZd<9H{+v)uVtK}WABEq%5G=tgwsLqsHf1Zxy&K}u$( zfqZQq|6QN_f5IXML^fS(5F>AnE^9Z}>&9MtBVz3yFiTirGRNL+c3FfbFd-QGBD3|N z{Sc4o976o_%ikz(^}S!Zf>uHgRb8q?;`pP-1?C7`@Ia(pBEqtBqrB{oypDHSACTfB zU?AS2?hSM3rmA zps@B=c4Z(h+|^Ta8y`16VT@@WkEy-L`a}Mnt8;CiMQO0N(>*rkC5sFF0q2f9(B& zoXM`KuqI2WPV8Z&<;}?V&i6Z)&WrY@81I6^g#$LnGU{O{0yD`PeE!BJl{O4^ASeqk zq|sUzLPmZ(l$N}eU?uX;IvXdKp;mxM!yHdToFUX{sYomdfnlqKzev5VxS(Gk>)R1` zc^ut|GKWl%bwN@C9|}SPWnGYUcP@Jt^t+i_i&;C26IEM(+xjy?H~|jAALz_s534Bw zBlxO+Kk7UKp%xks9r3`cqgyP^XN00@Mt&1q=D?!JK&V4HV4_RT>kHD&Fzd=@Nu%dy zj$c!5S)(Tf572g~@)|M=K~*@n~w zROku3w93n3=T7U{5y{mBo20cWLN@kfZ<1~@av2p4smBx`cC#7q4u6&?xnAnwrCjxb z`~Gc^lBmrQcU)S+KikOFCmRu`8@2Qp>1 z7yybVY}##{i;xAqf23rdior_a--ZHo0uEjP}Vjvk4Bd@-|Kyi97<{M|0D#v)G! zaZ+l!&Lvbtv^v;@N>Ul<+7daV54c^;VY>xqO|D}Ik|0nqKO5JkoexNGfs(;)I$3Yy z^{y$ukdvE?eMkKuGPgF78V8taNWVpb4qsfHN_mmUAZY2L@(zP?eg0^`%ldu3?kLjE z)JiF9p`!-pQDwKXMMVBJ`J;wIBeow0pN!v6lKX@KaLGWaXliO3y0TCgujJOjPB_O~ zI~#M^M>yVpRzmu{^DmuC_d_Eki=%npWHYBfzRIlC@e~SOtP+{*e&uM3r#RSR5!OI6 z4mH=7h``<~j)yAXFOiAROyJ0T)+kwKCv~N;$-6^fY4%=r*VGb0$TG<4k(n?#eGjOs z7SJNqnc00fM;1zwPiUZE^g@_Lo0_y89U_2!>mYf8T5lchYs2-agA7d{4jqyTJp4L; z;;hbYcT4&us77cR7VuG+fVurx1!eV&mUuv$APR@u*%KWT>0g#nt0}Tw1Fo&`HwkmT zg#B>8F6dx#_rWKn4jN9ucXTt8_4k_x*V|0IaL{xfuHnSJLUcrd-Xraz>y>}s^tB`I zk(9J_ejR)72hV)J!UY+nUEvSCw2XecWOf?#2ii0tTSY7{jJ=N&8{5+YLXnL7;C)g( zu;gsxUO1*!3Cg-eoY_h}$+jAE z*}Sn8`bMXsABH1~i70EyP>B_82znM+Y+AJ7^tIWSogL%cyU@rKCTOca|w;{1msn{3cf-m2^b6e&r!0TkCFcH-y7O=>ux?_!P79ik=A{ENrkohjI%a-EG|chV_| z`p@|n>mAHi*Uw!c=tuk;z&JqIilcKMH0(=%XwO)c#n9+HBsH}09vjR#khBMK!P z#aPRj{eGp&o`^BHHcRj1S0&j@q0(y3@20}-LO1gooR!T4U{m0>LqqKb@^GRBkjxO` zM4pd##Sg1Je{}E%DYz~n^X^=hecWBRAx$dd;m*A>A=h#ng%cZehE@ouR^puHwP25E zKpK(Xw$If|{YRFb!sy3(Z}zL04e)B?%9K~ggp5~?D6l(LnWQ1>qe+}m?`RgSVI}w% z6Ae>&ms3K7>-EzsLRB7ZigmcwA#R&#q>hJIG=1deG%7F*|Pu5_1uDX5X z3J%~%H^c1B%I`8cxP{s8UFtoQe&YNTj)b6sXOG}X;1Re)pvD5>;iM*s8lQqv zX(U#7;mCzHel5|h>yKaH0TtmAI47KpsAr)J4oATxqlK?%O9xC3#du%#%HOyx<@FrA zev*|_4(n&$YhpIM``9yN_chbT`!YJKaZOuCa!!mHw7lwz7 -Oybp*ome7NOo0d? z%8|feBd=*3Oxhy%`}pOIk!&gv2 zv6%|h=w01+0?SB1Na~zYy%5%$W^@1)GEf~wfegSmm{#xxWC-MpMt29`2Rl|;&H;0# z0+=+v_S0ZZZ*^ZByk{k~KlGk7EY091km*3~MUntyfKWrtIH+L|jKWCcs6_&`=>n5>I`SJC&rxTWM!x(D{3-7XT*}9uK0aalhG;C5$|J{SA1T^>90^7oSUq|w z>KlhR2Nr<}i6(6}CzI9vQ0{h8Ic#3Q?4!uf*6@V8?>Gp8j$9GwDF^p7k_#@efIxa*?*}cLwI;l&kp^?*$&y3@ahflg;8nc)2C0nBa0&{Hrb+$KR%IgH3WIM zUgFTxZL=?~xfH6Tb#C9r84yXi=X1gmeb0KH9IDR}S zbGQL563FBao)6t@j$)UB4+X$^15eVpv71v>+4K2lj*s3x<9PH`kZ62__Llf1)=?)t zO><5PJrP^7Bhh`=w`U(pFIoPrMu^C2&E~q_8=`L>71*eBacE-BT=5rYUo++0+5=Ox zVk^#hv#gf9pY~RD7zd>0UV=Ky!uG31a(vH_b89;l_;6&2gK7Wm+5j%?uyAMd- zXFh!O>eYu0zA+Us7GcWEBvB{GY^e0hbx>rWmTEV+ab^>DJcyPc7?mM0)u@_S{o`inyRR%^mf#5@)+!-UlJJFTyR`qR@0JSKF&Bfv|#&{)rMX; zU&unXc)%5S#&Lnk27%Vz-trgEAv(Z{+tH9^*@UJ@nnAX|8>|yV3cpO`+piW22)M7! z>GUwpGE!BaN56Fo>1Us-AwNIA#kxfZyjpf+Q>)J_N3l3qcnskLtBa4aPk-t_vt@Og#o?ue^I?Ss=ragCc+)4O+1bOzTcWeVg&o>Gg@pei`| zu$4wH%D2CNx@=pBO8)$xTl2T?ydzwCxNc=(ZxAfik3KOrRX4HG!v1YTgAVqSxxw;w zB`nE8_5;i_(unpuH){4t`ZudY9-8}El85O#Q|BaJ!GTQ^u#^XrBc@R{nO{XU6Mv;kAL$5!bC2Ib^YAPh&v~wGi%_& zj^Ww9zAK;SIuA*_-?CJ0YVPCG=An``Coc9hP4!f`%KdF(J5Qd#@3~$oxJihynmI{Nj0I*+_harF=6Y0U;jT36fkN4 literal 0 HcmV?d00001 diff --git a/labworks/LW1/result_1_90.png b/labworks/LW1/result_1_90.png new file mode 100644 index 0000000000000000000000000000000000000000..e6b5f4604cff1379ebdd1cb4805baa96cffad6ce GIT binary patch literal 46220 zcmdqJ2|Sg1yFRXg1{unZkSSqjEEX~+p)wVjr%INY%rix%gi6RVg)$GBXDcC7i_9}2 z%S^^)Tz>be{qFrv`<(YZpa1#&&iVJThpgdwp6_tq*L_{r{SCUMEKhcv?l=(<5!sFF z*Hnp!4pqWGK}Qb~5gqvSB4`?3IAE_Tf0Zbw_3RA%<*#MHW$;a$j@&s1J_~6j{Uw+aQzXCW`%X zYOadaU*&q@r*V`to03|Gg}d;omZ{(SFURjCp8j~1>+Nm6HMF`#$J?MyerKaZZPTs1 zFN}>6q;cWl;Zad0JFoqmnk7iB+!xVVS)a{|sA*_|Z4NK$OvlE?Y8rZWZ(O2Uc;!w# zaFTT4mw)>Ge}CcY`lbc_XK86K9R0XF(O^*=XmhxOMu+lAPqr?TsKa&2CrL@?3<3?9 z(n+m~baac%9p`$oV`INq>@=n5{! zr3Y|Qmm9Z4dgqQWEg9ZY@~Gl0NJMS6cKP~wU4w^5y#G>?5ft{zlc!Igu6CPi3~fZU zor~^HQP+KcSNdiVO1*SHqBIRVK+R{sT`jFCPZWWs+BD35w- zQ^e?)`!@0CI40%zZQNC*DX*;Dt*0^k+}QZlZyLwpm}sT4OX_o%KYGngg6~>xSeIYV z-1=~ZGumlkV7fioO82#C>RVn1eeOcFznhi6AGM#CIp>&YGh80={Q2D?9hKP2_Xa;+ z6=QQuB$n>0bX`qRia9L(D-X}4-}L&6@-OY}?UR#}%gf8Ow6yHuK|wii^_*Zor>B3m z5dQv>*Y&5vr0_1YUFqB0EV%ScO0!vm?@yh$hJRcS>E zi{YPNrZNAEq@<+PKw-KFSw!$ai4EU~gW*7VP>t`AV9nWT#>y{3QGABfHg3Xh=08z&9tKg0KXdU)X1bG^&FB7=7xnk8b81vPii2%5jz^w}wQ zn0e`Ge&iWwOiMcQ*meHNy^jwv`t=?x8x zN0S>E@Kjb-j*!phuiP3p;Tq9){HBv_ME}YqQL4{NhmADOBA<8IHE~77%-kx+QgT#@ zseHl#IVok0zhhsMw%B(3>g19Lho|E$$|pqu;iziUeYO{LE|v~i60zq;y55L8C3a&+ zuBv>u&|bA&$knKLSK}$G`%&unNh{l~)m%(n3|-z4zO{kc8xf=^DzAM%FYFAqh*!qy zTEOq2C*lJq*JE`JpH+1sx{#^1gc8r)1}XgQU3w?+jXs&GAm3GW>%n3xIXQpkqdT~z z{oy4qj%wmkiNIfTvUPGJmu#Jt4G-Y#hvzBq{ z(EDcJBNRDXwX7Qb7lgC&3IF-|U4MF!pD#QwY^LGWd#}aan`_8-;XNZYfMI)#Gf3Ec0=rP?pNtZ7X@s`zAEwD*&tK@8KTx*(%kDfHR0oLHq<3O zx7V^cofn5rGF>=2l{tyU_GFd1q-IckL23krg(Yb4yc>w*(X~`~Z`2UFqZbr>oRrk6 zxAud0cG6B%(^9+4o-?Q7vC77 zy$&2WpslT4%mZ`wQlpIb-x%12Fs2fn?4Y0^h-trlzJJ4RSGUA^eYQLJ=fE7SH6R@x1Lk1{>M`LV@>?&Jf6>9S)c2rqM{mgonnZuM@!wvJWEAo zl&5uA+O#u;EcXIE|7p0^|i~ZD{ZvOMj3{^J6EUhmun~hd`V$$RF z+EbM1ms5_k_bBywWjt*6)$C^%6jZOAspd7T<{nvNj<=;!E-P<-{_&kU{;My=i1)td za?j39Wo0LcvitY%UzL$bRgM!i`gCI1c)hRCES&kMu+50WvIaS$`1HhtfXC){$f&`5 z_UvL}V!XVq_w(MSq?Ef*;l?^RORNTqv2FSKC2s5H%PHG_{{F=ly^9+QgX5&LFJ8Yk z-TB(Uvb3vV&*{w*$emDl03?X0)1j zq|URnu=#nQy2fuav!QNK=A?$~J~GyHI?s9Dgxmaz7vHqk_QPxV=v+t9IICb~;VYC+ zYHt{e#x0ha=!griB_lBjIsItAs3_*6ZG~yO-T^&)$9=x47s;|MV(e0wwHD_y9q-lB z4)4v_)2E^oQ@k~D?Iy1ZFXZ7H1@#5Ir73kZc-$=gzZ9-l;pyGjld(qXESFwEY^rJE zobuy4efZwO*!gARb*)lXjmq@qSKR>++%k8v?JAlqEQHu2j*1RfEeUxVmeNECu})bz z?V7Ze2<0~m#%A#kh5q(rwDG=X{!K8 zH|j0L$(eyn?zhCMUw`-_Dk_RIrQcErCa&l1#Rta5A#{Sxke*T~XPxZYjVn8<6S3wg@V%m2+^t)F?_4sfBcx{sod zV^>1$>M|&y5GR*Xr4{XyYY|d(DcT{gvGS{wot6l?Fa|MdYHFvAdF_S;xNd5sS!+wn z>hkhTXKGu#guA8g36fg;-j4IaK)rkEM_Kb|q;Ji0xcj)cVMv33u}}*Setay4qVq)W zCCvA;iUQ(CI#0CKAZqO|{-=K>6T!fiA1tx)UaqHsK*TQ~u(!M08Y|LSWTDxBqeY^| z%Kc-JF#sPm@7$RmsoMGIM;c*sL&VMD-aQr*)&^G7Ml(QNhe%FLk5sv%z4mS@D4_A% za|aHQ43*l}+A`(S=2$eEIT8Q$-RY(O0Fao`QS=+~Escyzebt^j{y!k0*ZH^iP+XTV z$M2$|k?;@-aoEmOmC=la);O{8!G|eHN#h<2Wo2dK2b^8&3JMAYEP@GPx50;)RCTs5 z-#FNm+-bg#1uw3LR~*WG|NhomS<|Hy-utLHBb0s}Lh5izw3$;}fXXV3p~tcnY+EZ* zdubOJm-`GeGc&Y~PXYphLqncEX}lR* zC8>xBgMktK^o*9(>-;ZcW1YK=01E2bHE%tf>0q0dVM=tKFr_GufCxnc*E?unLoAQ zH^g9{!DuYZH_V8X6dK+zP;4(`C!PiKlG&}Js@jpEo;fr$w6e0|F#RPhEzN6hTbnx)FiLxK0f7|A}-(Gber$Z7qlHbc#xl;|16Fr=Eu6yyoh3tU&Rq%^#5Q&VBnbdQei zccrTpFT{qNrO0GS6%iG6gG~)<9$8TK_U+sE@4sU)F>zwfLNOS@o#&W``ZCG|Tz|gD zyCgB8HBg2gA;8K1_a(wbgbj7285pE-Tn5x?uYRUM&+_LAV{o`*Vw z#8=uQ`hkdu$jOr@`}_NgcTUmLx-O5);znp1Vgkd$C`d`goaSFo42ml}K+qW(8L_gm zTBT}arlkc22425@opOoe@iaTEe;NoByPLM*P3K3{ZLMRF!Sx-*R=QON2`^rpJay_^ zb)OPIkDg4;TmaUQ5fMRr_5pQubzi>R@~!y-ZwzmGg+htCZ&)rXcl23brF>E{;+ARB z7GG0S<5p!*8IFML14V?atn9*I3BZA-rlthXjc6ARGfUxnLNN`Y41)zGZM}xx!y$&@ zVV|u!xsQGow<1T z15BRN;*jgt4+oaLPF)_kcJt;lb(?wFUCH?GeVG0jf+VjZ1w%l`b;skUHe^;j_&eXYNWdV#6^T9N6UGyDw2)2L$V z!z>=dF`{v;_v~4Xi|$Nk3{AO;#pOgpz4;}HiCB7ibb~gRx~*=+>q7yxKmeM1?yTtY*d5ApA51`bEgkn>dXJvaw@&XYa+PytX-T6m ze7N{JzC6{CvscVDUXYJ%woIDz$&)2sgJTIB#(iH}%a>9pAWJsPe2y$X5D~m}Uo*K0 zj}tSgjyK==`gQ!Pv#`IWRE?(%YRX2+?BW>@!!*5ps3`zY#eZ_*}p~gClgn zA%xj#XIJ?=8Lyj4Sf@jHni=;^$)5kEpJM2{*ZZib-u@WkV((V^ISbwID{Gy=n@p*4 zmPpO5Th8U|Sy+>X)^(mR?M+rJ=(o#7=!CHKPmYtD@%QXlOr7QudMd1*Plv&cB8yr5i~Nbyit}lzY1@8)GVG-z+2)v(w;jUvC-d6skUXi}R?0@6K_bBJJQD za?QKFB^kT@8#IO*O&8ZYB~m)>FC&i-bD%%-A6L_0I%W7suC3dQdc4Hob4f$0mB*lx z!Q7_Gjsx}yM?_zWwyEH^Lk(Q-)1$F1qnKYGHg1|n=yDU^PPM2Ch@nyxn6=}_Jd*q8 z`80q&WovP`q5^1!L*k9F{sH9IANnRqA&j|j;lkM17%}liRDEAveSMJ1frDMFA|m~^ zE<(HjrH4;2P4iS67LpVdwY3 zegojhjeqsnEzKCE5+~~T{q7`J$cV=(rm|9ea3}s%WMsU!tLpBBL+iI%5Tj-GCgXKM zuCA^lBO?&w1P9IN9>(dUz%pJ!?^i>K03?9ZP$S}BhBE&#(E06EtlSihBf_lXT4lJ< zB}_=`1P~iGMH2YUiSf9?ATw(RKs&XF%#)qFrmvBL_fbq_omp~Kd+oVtY4x=y%ai%**d$}%9?he%W%g6-92`?qQ@YtjBe!3h`OkInV_G74=DIU` z8(*-tG&fu7UZxjejMPc#$9B9^fZ$i``5AK0dw3rZEAQUD6N754+OuN92}MGHR|feH zf)Wx&fz!G#6vI#=05hPIQbtG~4gV5i`l~?mpTn!ado!S|-_w8(^O=xOjg5`LG<K;(SQ&8FrQ~<_xJawJKo^A;6YfF(HJZsx;6lDPA37P)tWb&2}LW~+S-nK?O4gm);~IM z$a=WE$bPCd!5iOi%LD@hiPK}gFK#>&>07T! zPr)Ax*yuWP46wDwS!+K6i=kLFv%Xy^TD^sh$(_Bfq=d=f5fog%%V1_^mgB*G++_*w zCu^bvy_daNbL$C*O2IETZrn)vUg3_*`8B%@fFW#izVc#2{(*t5n`Io z=c1A8MyR+I(F<> z(l7yy)})AtiS2x?@r9)hs}Nb>3b^FOix(3OVemM%Lm?18;5)1Ub9i`oz+M5K)TT(s zW~g+z-z1^`=PrV$B=Nlm7_r29m=mDOmqgzmM1Wqgr8edrVaVRqq-g&{DG*JC&YYkQ zeg{Meln-;gxnUt8jzb|S2YLnj5UKCp^()H)`}nqZ4k{I(B;ozmd0Jh0g3gM@_GjUNMHRg0wS>^4a_7#SKSsqtXaxdKRAi*rTDv@C zIp@C&g;;z@WmcADPnI@NHp7*!0#&qOSv4vBvVRs={;Z5m+%T(tIObDQQW6#xR#Jka zQW3wmqs0zDyvvmelAd`2mJX1;TB>qVZ*Vz{@YuPw(x8CJRbSeP{N%}DiwFSTR2<5$ zqN0Lv;UAXSIiXI$je~GBzDMUX__shn4Rhi65EloB$=45$A$0=*G2U{Xi;oXztsNkH z(t76v{<NSE>nfO-ijDMODuv2T-;Tbr9}Go4Tv zNQ}1(y#;~DtqKpD3cl2b8F<#Lw6yC`EELByHaEL%O-2D<5XvaQIU2-iKKU!kHe03&a00h`Rv)4ZvT3k59!TZ%2!p+Qw!n zKc9b@c=0ZM5imLMUDA|K01!ak^VIp}Cnu`nFeP?1DA_IWGt_W91hGVm8>oFi38BnK z@p$}VwxXc$y&V&%VPb@=u1(onP{P#!0Vu{^zQo7ZHaMu8vLr_0%fiRUCni=Q6F?3j zWIXs?o=!FtKiN7(%@|A-)Q=TQ)iL4Wory9>d~2A0jy4P%h%s(%+fw^mD#FwS)6>(0 zGAk-727}$)+&s;t0a3|eai~8e8S6p?-{$A%2mImuP+0*zS3j%$AcEBA`yOr-H`lwg zGTAatI&>bU{QK9M-0E%fn>U|s@;9xy?Lle=T5lxR5DirnEH+?vKUASh?J9!+HxeH{ z{ESgTl#5HDGT|_+=3=!sXGI+v&5OJ?`b~iR1u1HL@BG8cASi5sfQKU4AjNv?{g4Re zO6~nW<*Q`GF-8?d9W&d#yQ?w1hfX~`oZ0`jbEbz;IituT8Bwgl6{jq`ot#id(-pX% zB|$WDF>6=0Jh_^0`kLZfTJu@hc>ZIu%m6cE) zV-ztj8YinL`T=WxhsBM+LCTW<7-#!6xy=$3OOz z9C3Gbb#(EpvMTu^9MCW6QfvmxB-euNW23c!lA|d6e{Pr_O;)5yyl0+kLGzJwb-C{} zS5spIjlaZEsn~ZP9!wRPY77`O>ab*j%B{lIMoMV$(x7*CN@3d8W}A(~?bYS|O#GXX z{S@c)t<5rRT(Okk-pJ|V*9KE*JG;VDBd2FS?G`b=~T08$BaYf#wXD|nWT{gym`h@qJ9iD=5P%NKG;XZVpn%{j*E;%`%n(0 z8gEXzqrX@)>_#m3rikj7jo?usD9d=nn~+3R>_`i7L@)Evj~J%#p{;Z0+HBEgcwO~_ z{ata`Pd9M5cAvXN#`cp5brE&b11cw%&L1Uikg8H=IqaBrqRVF@Atm~7gITd_@$AhL zwxeBMdBtX9p?%F}UhUPJHsq`6WuJvGX6{qX>qkz~aiFl7>Je=%EnL?xvXL2&txdx-63J8~?OH$=fq=(m-i>v9)@+x8rI^(mjck(E-W z{i4$-@`CMX%^^3~8K>`5UCveS6cTKx-t=xOSrlr-Qz*D%d?-BMS#gZ!ZKRA%I&QGn z&c}vZ`kVL1kj(ytourV!$jM|&?QGfAM}_VeUP8s~E4`CV(6_W(Is2$4+xzAdxt1mb znn`C%py)bAWsyoR&6-f$*<>USe=8DXqF7j=RC%KllHMk@FTAYrwLL||WozV7XassL z<7{1qiGh_$^+@)`IlM@}5Jq>D(POyD?BI%1Y_XKg36mo~WG4b?Gu6X9QZv z-TevkQAL4RJ4aN^tWLk=Lt|8GmLww4kgF=(-@^u#=|#qZ%-K%f5K>1gqbX8ol|`bF zSCan$7ZKfJNTMaW6JSb0)XjoAaK*9f6hw_6aXNK?R^?5B` zJaYormumt@hN; z6=qaDz-+JGXL=xFCqu5}W8XucRJ~1U>K9Zz; zDv9>d*+Art|EDh|dI8t(3U|K0Ak7E_D)9e-6mo}H2sfMPb*+HqJ>3AsxuDHqvP38`Mc=-C1I;}Za{122LU3rPvZ5k4 z7guJ5D0OiCo%*{M>pp!tg&`UWHqChl-irDD0sst}xdy;=n?8K_J}j(lYjq0N3`P=? z8RXfS?#!qkxXT%`D?FX;a{0kWhp*XJWocO0+2zBs$v18RbX`ZIIR^6xQ)JQ9+>Da) z#!n@9SDSUFK$cuv8uf-s6KbV(9?JF;@GyjjC)_QJ3(>bL2!*SNL(dQWT( z0V4sjpYZ*DlmP1lV2mHtJ`~)3Po4m!i5VOeV`jcP)fxwa)A&T@NqF!t*OSZS zK!yZAj#ay5kq)0>^-#K6DjB^HfJj~LNSI+)cXt2=2CrKGe)g(q2r3Sc$fmtH`mpWl z@1Hz8281!7{RAN^9l$LZmj7@DSF22cA%MvT=68QHn4wi1a!fieJ|C3pe7(#!??yB-L|SFU{c))Y>F zn4<@Od&YkK|HAeR3&MKuVVS!6hco-p?c@e+xiziM}Fnz27+hD|A=;_ z%Q6%MEO`D~RD_Mxe<6vM%+J*N;k5#>lbG)(uG#ytqK1P^{Y{ur^k>`Wm9GhiA8H@^ z8i;g0hZ>^|#FF&(C2t9%x0Imb7nQsY^HTxvcTd_4w0DD86$(eca70MZ1{ zoG5mtcVS*e-2}rB884WFV91p1YJlkg6|9BnZDApT0Ntg*HKVUbz09zx2Xr_AzNxkj zl{<2Yi;K@ogJiom;=WY1#ccHH+17%MHy1uh6>k3}$un#!&>jHAOBlbwWFiZ+cU`42 zpll^DAl}abbPf&a*+w~is@fZPz;A3~Vj_9n!($h|OBh2;O3htrH+i$!SFg+t#5SJs z`x-zKh=IOWuW&2Cz4zLr9(NgPx@=LFu;IjH2|vB?6F>;3PEQFxIS>{o2>WpU7s8Jo zO}ie`Z^H^BTgIDICP~=41!{yJd;M$no)FRKE~4n40JpBH`tq{EY$-^u?-Ziy9xr?b zPH+E^HG~}qJl;=jQpjm+oS~cvpkSg-_%0{7u{4Ud9u{3b)ipMb`cME78BuIX^5&Tw z9R~IzL`wQg_v;k+s=C1T_2tW#r%#VdQ-W#*QeS75b^$qqsKZRhJBX=F9^a*HZSyua ze}r2^hiMLI{e9(*77eEHmu>Igz55lETLNjjFd#VSbTYX9zF2Nf&E3F|5H{3-QW#Dy zLbymuO1f`k1POC{wM~iw>MNB5NswNERlq)nG89BLLMheI&;XfSDMkp!vD8KXz?FkZ zWf};ve4T9IfEdJ_Kx{Q~buF7#rH}tY#2f&R!X7@ey*>wt9|odYIhB;0+yD|Y6e*w> zLZl}csbHbR)ty2Z4F8&w{;CKSFK3sw8;DlPb z_$p8J)1NE*lc^Ky|H#Sx_t9Pe3^W)X3H`u4sg8^5`rqCo%qLMIcx$J5w;g0Kn`6cLtemb9sW|>}8mC z_f@P?a{I56a+KWE!Rb$b-|(8rp~xx&rjsWx{k|H&kNfiF%kSU6mzI_SWCz)FW3Jbx z@i_~yiJ_!-w6sbgvl>*n0VU(&?p|WniCu1BqRHhVx(;xmAMjgU9f1)5><=2#{k%Y2 z8fO<|aRNGj`1MiET}neeKMn*@W8x*bRY>iJ4j$AgG|htr0LBN;{XLu%JSHfzz)rO$ zNTKi6_;hD#0v&2w<3n8Kwhq9pI{OwRhC|O~jGiHd&;7T;?K(>#drnUx>t0x!Z{MCz zo#N6EQNLEOP}m9!6Zn*O-A{vqRpQ0_L7RZ#XjmBdSapkH(a-Hydp>vtG&8WCUbZg0 z!qcu7wV)jeUM{n>sgv~Zj)#0*wE~NNSzYw7I|PM=aWM5iXtqLM_e91a()I7p+*!ER zQH@>RjzWaLjg!J3No_px%Gd9fEO=5{0ju^PONr^vg#7@ z^J|!KN1*Ni@4*_~1*2NmmXV_qIE4BOj*y@2gXz*Va5e6Ge-H2;K#puz`WZ2VXKM8G`p_jq@lXbv0Cqdqg$n=` z0Zvs{SA!CzG1aT$36BQ^e$wok>mTif$D=yX4nys;HzycJ$~ODX(2%wIEm8 zj8vK-=;|8~8X3XJ@TOmAX|-3s_E*nU?`;g$`jfR_FsGNY?*k%+91UKca<}zaU=hK& zvotYb5AF=Is#gt{x}f@$k&ziJvY=sNvT=`?hRyd0xLw#gK0XJRUzneJiUkf1B6eS2 zAIOUM-PJbu@;PuLL8*f>+|KBo1C#h4d-=~JyLk>@k~_=MtDpjb(@0NG@BaO90CYR+ zbHWcApFewc!byw92Pa~e{fS_1L(U?$ri9?cGEF2jRKDi8GgWD$?61&jH2Ra z@S@0Ey=q?V{ii8opq%Dh@c|2nY%tO%NPIWPKgm0`Te?Sn2N@a`;1qyM9B3tEOp+dT zfhR#=9oRNNMMMaKdJW0Y1E^mvjjZWW^nPESQD;X-mp7l{zh5n6wz_{?GXQ>@osA6> zFR|0YhlZFm@sdr!!_zZWDJG?rsS#Wt5)ekId33lTqyZ;9>b<|GBDF^_j1=_8Mn#o? zK?EFWeA$FH1vT03lxlZ~jJEjQEx^WE5K|{Ug#bvN1|fNOYqi^z?^Wt2Q<6t=p}+Gl zko^CilKJr~&7^*F#PqsbawnSWJyy1`VKtTS5KIqNzt#@m4$iGxlX! z-h32SSS}JVyrbZp*?m8)+^*!a?pTmYOflpB2eg9_ZOCG&;8(9jdQ6FvRCcGJ1zr)d zhhsTDdOVo82GzfsE4tr5I*4B%_~2BYf{9-?&-p>ko?3eL$prICT2#NYq?bWB<|)Ve zeyVcnAY;tEipKkw`jdL@A|#ln$I+cLBwY+>KO^^z=+(G|iEJB+-gVc(^GA{4?Us3{ zXC%Ju+*&*&RU_Y?C$k$F+fYtcC>b}I&f3?GEyeO6cTCcR``mAI<6fT_rE%Edof_n| z-Hg1uPyWpXc)Lk*q}pVNmx zqO>7ChHd2j&Qkh}vQ%xVj$&@ba$ZBqzCq=?S@iZI)?0TRvnNPBo&M8k4{Myk76@P^wZV5)&iXJww9t%V8EEjg@=( zu}*$>FU9S+?y00&2ZlM`p~XbRTlcT*Eh(R|G<#jVudQG4_EgP%UdH8{nUS7yPS)vz zwxX-h8W1Bi7p=bW2SG{hkm_t!Km9mb28@|ZQWu;2(ixShUgll)A z&Q9Otx~H`BujxJO*F5<1qDL(UMLL_?yoc}fZngk0 z?`>MXBksH!UK%W3JWHM|Lu5AT7ExL_Qj&*Qe7ncHg6y0jBZ}!Z_KnVN{EQ0alXonh zvhGx0LiENd3arK~I)_ZmZPn}4i?HtHin@G~9gmB))5GS*EOdn|iZ8D{v)T!Y2nSM? zL81A=b&=u8t(0Kzv>^i<1P#aTd)$M2x1$XV%lDJ>FesctrkBsXvDfhhCGmEZveJ}J zyWeGQBJWME(nR4(%-ZL7)NnrT+i1~ZI)qs2+bry{kjh3CSO`1=bov^JeAm(V)+`mP zCWi4|J3RJiRn0Aw{n+GGjA#CoPc07-&VJw2$$Ipot*Cy%>%no8IU>w4Py4>_?<(qb zhu>;gkT8Bq2HtUfYj?5STa5iG~a7}dLXAr(Vrq+E)piEmQPdVk_s z4v2Q!-P>6Z{HST@Xp)=;5Z&ZGj9z67jxd zLG90+M_GIjnK5>@$PPz zdl$sDPQL)NkNzaANqHkxt^S0v=Ry`iyk*HmwZV`$O+04ccKqU(3}8- zpe28FT~IP{Mj#eaKQtpqkq}w0<9C*#B1e|8<}=ug5H!F1qF3p1NnCsvh&Mu6cjm;n zLV_D6x<^~VS*hX73x!Hx+()hiwl|)9+SW|Yi0My22+zUieDBL9oT4N zQ;0lFObk_Xhb>bM$UT#ml z2|zsFZT7-)(!oavpva3kel>7kC;~^qU@^$B_8_lIK~%tiF{BK}ukfaU0V7}hp|4Kx zUT{HVmyFN}n%@EX)T#x9dVsDJjN-qJ6dgyC945#MmVo|zNyrBBjTOASymWL1-rfiY z!00{Me0teS{U@tg59FXEJQkEFU|32mKw?(b*8!E<%<2ACKyv_4MgV{XW{3hn6tD(_ zjys7A0zLY_n*090K;z#+6S^rr5|7t@dGk{|8O`-t&-Avh;q%^7Sbkx8`NvKCQz3;F zRTM~|HvP9xVsx$%Xhxa6KqSw(|DrDQ$JgzxM4@+!NH5pE$oP8+Lr=lldJ$x}+Kjl% zw&x@y^ee*;{h(2>I?&$q1&C3T1kYlH(_oE&j;E*2c2|BVA9^hSzPE8pXs84$Iic|f z4CH_F$*)sW!eD9y^B~X$pFb;tA$*|0ya;+C)gpjSc>bL7FIxb-sIY3?!KJZ7;E`=c zVTVE~t(~pW;0dHO5MLX2j**cq3|Ex=wl5>WzzwaQ2Bi8bIj_&ABK%OH9ca(mlQf^*%Ph7#WR$_b}}em%h2I&6G=HsFW( zZ40|WhX5f!Fo+`9+2uU61-;0Q{*ba@mn*5LKuaGu#jBxKOS_$X_3Bl4kh&dp)*qBZ zjxmHmaIoTq)!9|zhoH#^_={na$3Hing$Ohzz-HXt+dBe50SY)UI)SBUS(*Ij8~!Ki zg#W-({`*wc{}jpd-+L4~GelHG#4yxzK!L)vDqO$*E7&>8eg&H^RG6@0p|u)TD(F!~ zp;;jy?GngrNDR7#rY}HYOxWL@g2EPD!Gpz9lamC`&gkeUaO1!*Kz0J!Dx=%{G?U?9 zJ_$9dJ8&lz&NjDhJvTytyLJP#Zm@JgwjjiENRpD<)5+uG_m`J{^1W}{^^AZI7i@?2 zEE8yj0(BbrCTU9O#L~5?614k9@a&2*-Y?Pt!YTdcU#GP#1B40mlAXCUzECpSioq1= zZ^Nd5oVW?KcWA)R%r>8X-=hDwP2t{7@M*qz^9G7iprZ$P!Eq^b>(&=Y4-6DRAt4Yr zl2jrfXNa$Nsr~+$*vLpBU=G0cM1A^nKd*j?wLW|Xda)TOF2!I#ZhWT>-9V6>_zdn4 zJ@+>SeGnW`RP2f_3q`#^Y8;k^Hd@H-W58%7B`4Phs894h`XNCAi3oBd4GoP73SkBn zJ`Hr~b8!hoD?&4nEs&g0QIj4&4wiQzP&kE0Txuh`l>ee$0<#UoIZ!2wkUn8%K?5v> z83B(n{5u4!%w1`>!En3<^A6NUi9603tZb6ibOfLQvf>grrGSB4B!?}2mWIZpNC#SB zVEkv6mZX3dgSODfSFZvooCrZuhBXA~{NJno*BK>kjp7$Z@d>2(?Oyc2i0d34Xueq& z4XG=a76yuTVo1IAcSeKJBzOExBMI*&h)wuKACN$4O0Oid5>o&dTv0;|VmhTaS=xyo zO4=(q`Qwa_{vAnD9#KKnexmIPLilo0e_SBag(Ru0<|JnE8lqN!5co*m8~^xE zzEaO93=0iT&JK@3x8FQ`vGoMtvpQnXH=7?4w5ujT>R{Q*lvA%2*?mbt91PbBkBie^ z^Z|Q_1I;g|PX{fb1s3(GA_%^1J~avOMABn@fa%#)qA9c<*4aJ%jvsO^*%=IB>rMK= z;S$RnJT*Y2wN@}g^R3?7xv`Nk_;9mBjq|9dFh&rreA8B1OY3!Mga{Q44M+8UYpJu+ zo!0u7nL+V$27hRNe-RV|k*S0qY^#(tVCo$_kOcinGQ1CMcKQe!ahyPzF zng8*H%|4hiN_uRT@IsFUVPH?iirBNa6BA700*u`g05_pq5esdT{)Qh4v3n;DhbK#0M)5Ry-oD=s9c0V-G=uQy^_(zBGeWka><)_35A>pLB_pgHGsH{*xA~G zvnS5;^RECw2q2|Mi#tgsOCz)2GRL(c`45zpZ3_O@-Z#>|23}i}5Fo*``L$C;N=ZrS zG{eidIEIra^HOh`nwo+SqCWUIQ3upYNm~#if$s-HIHB<;fXS;5ydK~L&A>)I5dyOn zc!$^0L41lzjd#0AsN2X0YB2+Zc5sj!K5}G~&|6ypcaoO&Yxc{iC}FQ%m)}5NRXdc4 zgbtzG$#QJx&j<2le#$*?pfT}<98i=O!1&6`8xPGofhSpc4Jx%XG>`~7LLV(ZKNxqw zTtL|3l$002jIg%m@K-5OOUs3DF2vSxQKxwThaX{&LkDzV>&^REwIXGW*UHJyaUx=L+pwUAO1%hlW$lG9KTS60xWy07y(ft2J zX#C%a&i)pKf^29HB@8UXbF8eOjWE*F$Hd25^G93K0GR*$`7?+i0RaICqK=#b0-c~g zhB^Pp&PLC$u+u=9EC-@s7~ncIv%? z|KvvqUU*j45K>I=aoLB#&k^7HxmdFaxWPzQnrye>Qhyp?iW-X4j> zLPt6@QiYxsId}A`o?a~UoIzYND5!<93eJC^qotj3x%1EJsZN(_U`1#u*z=5lrZzwY z(v%--YYC5i>eLD-mC%87gqWB?!tIVn<&TmWWOeWLZp~o}0?J=dQBY)8b8*?U$gRQx z`n&h>3FMX^^5I|B*MGMd{XfZ4`tQ|Of4hVK@3>=O_NK5{gK~!pkSxIm0SOEY4D8`e zPPcV*bif>=RU}~23auqU|5||91g(`&DZm*Gc?uD5xB%ESH2zpA1j`C^x<~;B0+b*q z$)G&%waYU_KmnB`^6RgJOzWx+o&Z8tclnvs!NLNnC&FuY6A~@*!Gpe}{s<` z7UtD&Zfh$kGLwg8ZYdO#@#@v9Cr_RP(wruGYc}5=`~3Mum+xOGBsbqc>kH)*Z~?6Y zs{`8uY7+9}$8}(zfR|_bUx@|x2Z5e>2tB&+{V*hzJBt8P?-1x2g14mHaW39{vFy>KN4aqL#||f$l;D2AQ3jZ9_j@gcFt{hpyE7na z61KgRm);+f`TMrN4fx~6jV6H1;IW#SnxX*|0z@g;5LU{OM9mgp!;C}A7kfgB!irhGL>3*g5k zfg5DhV^s-K0fD(cO)v;6+`M`G`0<+zu&qLvr0`(nqOt0w{^@p+iFSwcOAIwM*hA?< zZh^Ve*!`eRh05uEaKaEQFY&f~4`dN7!GGg^DKN-QfV4f^ok`d?{0ngDBe<&);u8jq zHvv=%#SpBFTPwyO4^%6PmD0@Cfd8hglqO%*265<0GT4OvO7{r8nOyef%~xn607eJg zQk9N#k>E#KN_2x&0ag_9Oefd{1c<4eaR*iysPTlRFfk`?7M7ajuyin?5RfP%BO?O? z*ifv(o9@hA7ffF=cz{GgHP9>03zY$!rZMi@%>srVfXc9uAu~Y(CXk7_+7E;4Uq(l} zf_)a;Rq)NmNMyza&J0&Z11lLkCW2x0&~gAQNnL}mhWRrrYz!Opo)9zhhrz+Yh6WS( zAT%&)E_~~r0<#cdS^#cT+*!uqq~I_U7Y=pc0tUdT1ls|ur~A%;Xu-5uyZ}#^sgb>c z!{IhIfCrg_LJ+K-=0!U74Vf~YxcdMi2%bLt)|6FP3(zG%!PXtgtcA=f7sfbDAWy)5 z2i;nD@+T$1{+_*tMU}KZ@s1zNVGVp-!AynhwC^U8F26o&5 z4iZ{k4vC;k-U7x6TzocF>pj2|0Rz?vUoK*gh4ZyED-+5YEE z6HusfFw8(qBOxIX_1F1Xu@Lq;EIzCLd_t2eljquPg5%Z2F>T2J3>L;;-bll*izIl# zUY_A;wg3){La)7TXe@*Z#R%*mV4VUq!NXvBF} z-yQ|WkUfxCP(N9P$-*_vnMfzoe|TbGlmUyKWni${nF93+K$UX5_=OSmVIa}}o(dP- z-(2bfg3014#uNeEojq_)V2}mx)d_z%?!*H6dLi1MVoKo;#eJm4KoJ5o*u4i2zCoh{ zWR1)qrbeiN2tJ@6O4BpA*w1*$2Ig+cC%e15pjbh{l39GY_hBVXvFQfjB!GwT4S>m3 zR#(+`WL~e_p&|4TH@~{T!omVQfQ455aQq4&BH+#HDl&8d*#PlIs1^yw$t?^zgZmR$ z!~v9e!!0lb(}DXK4or!QiLt0y%gn8&6L)=}^swfZNgAE54pMh`- z&%F-^ID)f_7rf~nibn6sO?kPw&k9@XVQ}h$_UdqzzGABw7fnY6B_#={;{3qhZ&*z@ zi_>AY%dF`o8;BI+dv`ux>Vjj|0^=RUt=;jn>b*HR6#~_S9-I&gB<%wIJ;2LA_5K}R)}FfnV$1%dGA3T*B)IVl7oaF`1)dWeLRN$Mz)OLef`=S5u3secyG~IBO~jl0 zr|nM^0X@kgD)srccgcmPNH`T!7G@C6#}SlDO1}jjyr-wRNXXBY zdhR$4mOO_+fXTzb*_7$7oJg>QgVa(WaU@OIamg>x>H}0M5#iyi)mgVy^%2m(K{#y( zE21P#38f1CnKNnlqoov3%zzma)WT17b%A_pml|#XSBAQH?;{{zq`McCR34jS0i0on zVs@?-G(B)z#R$uX(7_3%%+-nvAmD(fegaO~@_^G01*LMqx=Ie90G2)M#^Na=6AVfa zm{SxVZIP`T-!%Y4Rw{3L9rERr!PB*K!#3C%r+4<818rR2>U z<_i}H^s!ClvOiC{dgDwLIQt-4Lx(EJPcW-Cy~}_3a^LbX zy&}kR->_KgzV~Cb6jB7|8yxWEPr(Ey2{^#uaFZ(v4Q*&Bbz$0ztFE>_;P(p%KyM6Kz>@-LB@PE!nUBU6g4s@06`H{! z0WofGZNXE2hI21qHY;<={BI`H6443#ZL=egMgP=n_n*Ft@hnE8;6`q5%;(lolJSCL z_;RGA@M0BNa`)XYb7Zj;^iGi(TkUgX$Y6DkXbVL-nQp;85rdHa2U(To$ulQ&%c5|2^Gm z?v}H;b{S48^|H5x9D?8ZW29z?N(3^FZ^ZKzjw)L6t=ej8!g7Wadu_GEY;coOjMT#9 zEG4Mh_LRnt}K+9kp zqy2fI`P6L>b4RtfoUP6_goQF9`DM|XA{=7Xzq*%8LmM8Jy=I=_?)JfF_M@5LK*e|8 z!L>D(IO;{pumnNRQNtLa;Bx)-Rc+V%G`T6d$*P%NrULM!x@9@@T_i@BB3&M&`<~F5 z*%53i)o!Xc!{YlytUy;x#)!z5jfsgdwuwRI-DZQY3|^vz`wzc9#ApQHut6M)SjyLN zeO#|I#r}AEm=9G@ixx$_=BV?Y5=UkG?di;TjP%{wv+3j*oxe!>5o}4<1UN~t`IK?W zC3CyO&11h-j})jIJBBLdp2&{&H7M^*8I-!K6DzkGS|W$He_BOZtm+tX^)@Xtfwiw9D&(NG*k<;!TVVf$E9L#c^^Dg!t z>o;+T<2a4tQoFp=r>c+c58o+qP4UwVHbKpaq7ANIt~JI5BP-mJL}mg?9LiIQ`NZXO zuC0D>RS}2w@?|*fYqxCilWka$+kSdEJ=h-m_Jz0F9EBx?7SpLa=d3-z+lZ#IN#D+e zbHaZ7I&VLoeMEI@G?o`Ek(U?qcq9O0w8 zxz$B>EyGT5kcHbMZhn-&6IdX8_{hMjA|7Nje53Z^l zP04~<+LK4j4fvl}?iREXvTIu8(oGpm(!M@C)m_MMZb&OEEK)W7SjDt2y4hPxJV#qi ze|n~wBPNw%MtmzXK`QRsXr*!Poa?72Je?LvB0|ZW)Li@8TOxf)B6}YKFsNCBxPr2@ ztVMfL|3@226b2WnOKM(@q#74Q>Klfr@SWN_SZR%*Y4CX0xvn7C=f^`kYPXiUVd}K` z_-;>Qj+zF8oj7G_nEW%O%#bh~jhcB#*(+}0CL;NgmW1owNxprQRMn1NB*;RiuVh`RIQialH*M{B--qk20el$%O z#Z@4|0S88gMhNTd(7dGGp%Ge5&`*8vTBu5Dv5dM6(LEE1cgRCp44dYdH()H=Jo|R7 zUWJ?DFZS7d)VwC3w;tHOThkY>qf5!@T+I<|c#pKeLr@o>>7CP&v zj%L>Dsmb;#GrsxhA!eG_o17a&T0NsYJhuBu*dfl4uSDK$a-&~YWmpPj@tL8&HgZWw z?T~?;4!@=9#%FNNKG4`--IS+t@Eyr5YUpM{%?=pwP!c5!?TO0P)lY# zyISfIIbjQar`{3M+K|n5R2tun+%rDuy0_oX{dIVq&G;QXl0?v5@{PHBRlA4j6mGex z->s^edG)2uAhmsQT)uwrWNS5Aa8)H!pZ{s@*#Q~`LscEuOs3FPs}UPzrBtD~(V@b0 z>%Df1(A+PthtS>j!}1&^k<%>-MoykvMh^LV*2O2T^Kc5ES<@Y*AF7-T6t{Idv|etA zu!#|D9!o8}8SE{tzZE|7d8|CeV0?6cGS-x5prWO4$FnB!_QmW3iIpvrDjnwq?+v8% z`u}O~E5ou}*KJX!ff6Rtmf>Z>p}wqxA;i+R9c;RZnKKQREg3VbH&8o;CTCoFNb}|W~_4c zEX)3&nl}|Rts-s7)h!D;RW7)Oy1V@)-JMO3b~!bwt4rg;)bd|n#>eM{+?Escfsbu^rIYdvZr}V;d7ts=u(yqr0a8g z%9RI_%^SMh+EbRl3vn+xa__dSjaIAfxp%Pq%`GP%CxfqLeSRPMeS23tqDV)wv=_>? zU8SQZB`irL(dLWQj9g=gf$4EZeOk( zjFo(%8$CXs6Dqpzh>D3%etb2PoXI^}sA)GdL>GAjKuY2(}c6>y~s4_6X zG*u-aw=dX^os+jIb;aj1+v^J)=^QWlS>qS;$g?euwA64@HOSF|INdY(N~l~wi&1^9 zK5dG8<<3SEn9nr$2da;H9UAMHGKljS?pGr

@`THY&KQlo`HQ(v%;%_b&;^~DP`O-xb48WDIjuj4 zbFk80P@-jKL^e7;#(opI%30SQEfWvNjJ83(&Nb(A%$<6LWer=cEV~nr6Wmwcp z;}?}%SaC6>OO-dBHir8zguibo*pvwdc*fXlyj^CS3J!a1ie3WEd(&xtl7G&G*1K8f z_3vlA)7C7At-dq=Uc~TLI=D!0l&r9IbJR^F*8woscMayU{Ju14GZzV9<6 z+2p>9bJ8Sdvunib$P7x1E(LXnF>j2gyYmJ1%40O6XRtFwOlzvJBwR(W#;qrIX42wP z8yLfyQ^6A>0!Fc-){)aL>;~I%HS>3e%GnD+cP3Vt(xGC3nJeI%Nt;~#WZ#Wtn|9-D zr^B6u6b13NWOvs6vy<~57{Zv2LVZks9lkN&siMHQqhyhE_-0Ke#gA{JWZt^?_H7j# z3Ew`fk@sIkMs{a?sK6ThCtjEX1|Yp#Au|8Kz(ANB{N)OMA_zf_(s*Ex20{S^M(f^& z2{b_-5ac>QG~DX%UZFro^sueRulm@;d`1R~WFi`VHS66<@I=+fq`l%O_4!<$l zGSW+rViRCY1_lPyaWGI|j2Ev|(FTB12P?u(;-8i$qa~I=W1{)nC-M0q--X&RnAPIOjs z0v0%o+>a7C68a4ZO-T|d{x+90G--g(CTM5V1Du7%-kMsXr5-sw)&$M7%fnW=+y3@J zNva^vVLwF4_(8I`3F$7&rbV*^glor}cUMpkidIH9fGibn=|O;xVb3bI@RBm^vVBW@79gw`yZ#H?{CvZ%|UcJqHz*@c1YBn z0E9VkKtGB&o|Iv@>Z_3rh0~IE!E8K#_UvJYc?%^UG!_CIg-jr70d#JKkC=85C%s~$ zRPwlhnt%5XW1x=n#2ne+PFRF@&Q-6EN+mN9W_KOLWHq;MrU^cwayOvv}m*f9I`Ti*W7re8a~T1LOD zqy&xcAAmD~@7{^3a3O=qO&n^K6cn}=QB?*l9rYhVk^LWEsHz_fkPq5>tJkc7ipWzy zp9-gSppOLUEmXV2s|3+9l9d%m9Ksq896~pr9s=q^=>uGcW{H)#atP3%Y~oJKdj-^C zf-DPFNazAU+kD9`xz<21fP_>9XeFfi($%5a3Za-&r}BaA1>29G8@q}5X|IUK1XBZa z6qP6Rj4#2pJ?GY027}lL<`={YqE-Q2CRFxNQ*yp{4^<~mKR=VY9~xby(fA_B)iJc5wcD8J^0^moJI_mC!~om1nTt(3;WF zX=_^=w(4m3jf_m5k}zV5{sUJ<$y*3U>`z;bdO-IVU(D-4h5fNrysjvk{sS0Mn*o9g zYY0xAb~Ulau2^F(AKfPX7pD(gh04Xcdqg(^F^U74RPbmhc}<`&{QUXzx+Am458J_x z{WP13{?Gw{MoAyaVAK+#Es$hFNvjes>kYOuhJ}N^8tfM$D8YrDJ9a?TBOVbe z%DhC5fd3;ef%C{V>;8;xg}u9Wg(5~rBg8DcDp;>1-HAM^&A$#EK-z_+KxLb5>((l~C&8XWl7e_K zwf0Jr3*>0Mh>jI}0oJ4T zdB5M-h6g7|gs;c+K^Q(OEseU>%+uW`5%HotorOXsSdJn&mUAEl!Ctb6*;=3!A7GMW z1AST)-qh>0b zTqh^|E#44n3G}%B|7>=FaEXT&rBG`0m0>?2yD0M)jB>A!bq+Y6k$+t zD=aKTg?-LVxb-_xPaJMhd9CXC^r`%X3*&EY82(5$h}b^yqg3)x`2v*6h{1YB znV}GwJwyeeMiYpxm^dwHm`>(h|Lg5WR+dLrCL~s>u~~96@8#yMK+_EhO$y(r5GUT> ze&Re@6NfovXub?!1vbyR>iN@`zV6+be*I7(Q!ntN5mTK>!n3{JwkPK65K zCqJ{uQ3f_Ut3k z$$|Rvp-4jKs%S$((&v-*{97L87HHbG8NP)NLg_tGBW>7xrU85>i0gsG_*@i0K8C-5gt0V8 zh3B1%KoLah+1*b241%|v#Xh$M@f5uG-`AgY2J6fcJRAaQ=^&&9^=e~lbynu($J({ z|3Win;>}V5(MWLP2;E5PxxES#fyXw^YS}DQH(CChY-oPgaJ4j4Pb{A6Iw$pFL zaYlB~b}IxN6erkmV@?uSuMObQp0T=Rr*AnDcx*q|WLK|TNi}YncUyqS(c`MYk3aDo z!Lq8wfVRam(bXv+)dqKWz>D4SnOIKy(4PJ@fY7=h!jqNlf@eXhQJt zB-V0$grFs6tyD-Xwo`Y=EqSKTERR1UV{cxl+BH)~PBs+&2UInEbC}E18^af?&@TF? z9SbI9?|)WBQIG7c`0gLzSVQvrv{M)S+m9fQ6#3J3*$K@&KPv@+QGG~7|G7KMds?@i z!?X+do33Mjn7zS3xxO2>{QYuKCkq-Y_?L5`noq@K0uc z;%WcFMW*OgUV*s=4ajErsgKWXBB0!PDDZX&jxShT`C8YDvuDzPab#sR-xSgq9fcw` zvSgxX(6N~1iCyn+cP#%j@OG(fi#@{dIfn2w>#eN&B7NbZ>#>`h(#zYHr_+e&HFtR` zu^?oAuj$AV(WnKtp7G5S{Jp-AmBr}HsDf4VIutRyDK4GTr zQG{tAvO>^s;V>b;g-$fccx~UZMFG-i1J5-H-}D2P#M=`RY;ZO7cLjEwOCwe0CtyUp2Kze~$%$4i(esTc2Y3MFLyBUDh|Td6 zGC+6+y>#quY*GwQ1RW4x(WHrxgou)6*hwIWQBhC?f^-PcHt6|+qBmI!akP?am_CtW zTzLKe7}?_uK(!oz;`t`-EI=2J2&8E3TB08s?0rD<1UP^*r=6JVWRj{L51HS@dUVM9 zpn{>of#OX`$&<&AX~Cce(U3h@764A|PZV4P-VXg12-D}@ea5pVsscb}2#5i9_0WcYsh9%mj!Y#C|KtRa=x`7+1$q9T&<#dy zAZRr27$;(ji~u}N#FN-}4P_cPgaTx#pkfDWh50{#rxJ-xVsHjXR)*9B${r(% z{)XrK2h%I3DJ&p$hhh?r0?Hp>3E2q5ObOeKB?HBPeg6Q?k?8%1>VbHjmy?sj9ZE?Z z0dR=;42(#+&6`IdatHs7{z;H3b+2ECE^AbDGiI>BcG9&LshKklO`0eMl@&Np?v!BBnpeO+*AW$l>n*pE!--8aZ z16Zx7!-0(`K5B11^S6Va687&>!jHn@f1kYMe{MNPPzH5``ZW+7;S-UpE zG?Z5fc~WB750J7{DkeroMtXWkXI@7)?aQYD0d|w$D{(0>*6BFkpwdD>zW`SK;%il2 zSXWSV0Tx)b+8jVVnJ9dC9r{uF|B>#ml0xqe&aj-6R0i-d`~i}J;0@Li?Yr;^PGFIP z<^Im3%@Ixq?JxKUL8bS=G|(6Z3DkN*unO&>_z5W5SO;|8!`CkL1el;CB6_=D0NDo6 z5RCZnmth^FZ1Y9&fSWs-umDp?OA=Q}nLEJlP&P{LK8i%1}RV~aDA}BAt!qa;2KeOr&PkMkpHYR>SqS*H(cH#U@;6t+iTlC4ik>4xkQ^Of>30BXHK7n z>peUykGA1|rJi0tN?b#uc4F4Gl4l=2978n(^U+ui-`WMjdtyE4!%9lqckY~lU7wws z1H)P$IUu0MaE|xD|4`i^w2N>FkVrax<_yiwoi5W!y!38p?*o46=I)O6jnTUXz!TdL z1)=)^!oE&3nQc#gfqRCmv$GnHm$CyWj*x?O64!g7;9|1S72p=|3$oREP^`CoS?L2Q?4J~mn zzvB-r%+C`Ab!6A*USbDCDRT9pTgkP9Y-~ufDX6H7@$^xLfkc3>zrTSUbEBR>Pj4?8 zI`*Jyg@_GJ+6`!RA|=-(bPfWE`vHL)-l>A1E74*FQ8@}IXQ4j}w0QJ05pf4FHFR6U z>jE@HKNq?j5TM;G7e>nk6d$m*kmCu*O@T(SjK>bCI8%5vh-Y!<%wEBJqOLZ8bB(Wn zaZi_@%yj;<)}FPFjfDIMAf{dWgPoXG`DA6Wd}Z+qhOVGA2c&U2(pS4*J|24tzXJes z1xsmEPB$<$k8T#kkVtK;(SQUWJ&kTKL@CI5&_BS7M~P?$FslF;7wHnuW0R`2zfdm0 zWBPy<;hNn6Nhst3VMqM?qh7?<^n?%hg?C35MpUvSoWxmKd$62ng~Mr;#p#Er4vD|I zBfw(SU!bRD7-r$vPK?;IJ`Oy78B)m(hJ_a zy0Clq?m-|Naexe~m(g|@2cqhH{NB2347fq7*8-&30nTK^H6o*fRoTMA65{1`6%w7o zeXIXUFGB@zU=a}j6GZp{*G#j0JF4F>#64)4N0x@(Us{-J0JvyT!aP&cnPDvr@>HLm zkIFqDAz|h_@F4^m4j3wNNq`=jV;Jw#7HkOOoQ;hLam-(_0F$7UN3k816LWJ9B*m~Y zAfk~1MWE|)LCGJgEEvR9jnO1%BE{t{gA4$c7?DgPFhQej05}B`r4|nV`C5{qv_7&` zL<>l=tl@MK>hPm6k?8+M73s{&N}-MDg~iAf?e}KgNMR;1R)|1KiF6g#6GSO~Ft?ED zQ2<6l3n6-hk&V&lWTHIyuP_<3^L%yVYW;r(P=x3xb_<*kWW!NC17i@h3teG!4=X8o z1J=S)0>uJY08A5qL2knc+93P^b_^QvQN=;=f{mTsbaC$qNhq*Fln(vSu&=lgad{&& zG6LIBdv6wr_QVm#8PUI(8L-~&0jxT zpeBM4k{FBDXqbp0n4?%NLg3L*u*qhiR5!Wg?#D}z^>=e~qa-J97yQA91S(_rg7EI} ztI4(35n3R&8b+)GCyiijD*Mp;p20GA1~@)+J!T`gLp+C?k1j$@;LqisKl5QeaHiPi z8|8ox2*#H-!c+hrXo3S#?i!+7+&o|k4eUqI9#F9X&VjzrA5}+R72q-o3YUcfpauZy z3fwG$JZ!HW=+0(gaZ3J-xD^X43Y-zmh!_QJir@nEwp;f5-x1*2UtT;g@F;$1r?z$b zlLNuC@TKKHhA6-h6I@5zzDTNC>>lEcz$$6WvPnkEp~R2Au@L+55~69=rrQUhWn*h| z1ORgkEkK})LyRED2v7LTnL-Ec7p5%#DQD{9fgVQS?8?H*a;{E#D1<*e#HLk29?Rc(%=9Qt|HrFg%zu1i zo=~;M8)>HV?A{&r?wxnlYYM64AP}wmWMFoHR3TC(hDdnEqfToEZCPy$`$(WTpVo@i0wVf%l@1 z6&b=Cgu@t+3v*6MO`VJBz#lK&B9xwxYe-5;CZbe<6A#mY-GHQn2@Us1NntjFKz!HK z1SgHjQU-5S!-dT8S@G4wbn=PjwB9=#|@@v(kD-ggSW>TSwhx>w^UTJ^C^6O-Tzf#yC)=ekU##Nj|0{4Rzy;N+=U_2^t+PNgEp# z&lSnx9H^P-<|gD1K>0=^`&COzp%J|)dFJUPBxheyA-hk$4Ip+cC@>&f&H$;1o3llB zI0AYNtTZOF0da`eII&b!T`g?XI5|I%NI;fx45#*YR%|*oHj7%hpiAtkn_g?9?XCH2pWcA&LQ}4D?ClCU0@(%@P>PP z@ic%h5FmL|aE%{&>+ySF@NA03KI;X_jOY|8Av0np#9#0?=%_DHStXq0(}SN=(emuV zY#_v#slB=|iId83M3s77y)?oY(*@!MEF9{3KzHyJP%cniViIgWjbL1@EizH$mY6cl z4Kh7sKYlWh!0s%?XlqDwzJL5!h7oLXm} z^fgCYhIN|`H#Go^=;-JJ`}c#hkH{byOb|phuzrwU!Q&(VF@jE%W+DN;37#Gv5`FCA z%211q{5Jj8^`lGXajgzku~GdkE&j1B=MQ_+ZMmMVbd2Y)^J+7;V&09vJMa1&_BdnX zo`d0R?l0Y)o%yu)vX!!N6mPhvxpB`fUq{0Yrsw7_#QCKSvX0iU^;WL^6 z8?Sq;O;L%d7~Hpc>(*zUp3swFpW4qSB=oR+?b+jc7w^Q{#Ky)V4&X!EiIr8ZMc*?e zP839tnVVW!S>3vYGTQo$Yg#!D3c$M*fj4{dWFA1p#>U2v9|^uLdg2e955#)t85qzr zGUm?>FU2GzKr*DdveI*-f#xCKl55BUFhQA1^$j6rk0{E}*f{D6@05OQTpXk_-X$fO z-oEYT>RMV}&O%H3ba@TW^>O#L4>po;fCc#Y{NW%#ba)*f&&0$8>hfkr#zlw*0I*L@ zOY5Bf>iX^0;g*&bzV?E~>LmIWvg5}kvz-^Q$! zBA{sL8xzxqW*U$PzI^#oIX8Z&i)qtXMHYy@T3TB8v~AnA85$1YbVH)%;lqd8IrgCN zrKhFs^blXgzJavS6%i~2#rEyn@$>$^KBJZlL1?IKU(E*5KOAXvVLU>wO=ji-KodJ# z+kNVH{qnBy;Q;%;cwr6m4EzL0S0M%;78arml3!h24Fd-@T6Hx)J9|ugJY{s&%qeYo z20A)@0|Q7$g?%~>%^H3E7&b80hIyy2`)`K|p!&g}tPS2u=6}Kb$})Boex&ZB8o=C|{x3 z2~=QUV7+Jp+Hv{JsZ)4f;dLzey9GEtbekQ zIr!K7HNTZ^w>fTPZJiz#wwsq1=R`qAM*@g)c=(Cf`V|nh!O+8OUo+H!W@f-#92yw# z(qr=8J)$a~u6f9%00(EdzaNkDGM^tOOptG?5#gl&N+?$_2<_s>20 z-zMg;^MGeV9}&$=Z{EFwaJvccL`B7Iw>e)OT!G)yKr};)APte;C1d57^ z?%e5%3R!no*RBNFd!Mcz4@-E0`?r7s%k=bx5EtAoQ1#|qC)7WyuqkS4a1>C&HM?|) zERA!`+Ay_M{h!pZ6L5XO!NKT{f{QzO@?Oo_3ZmkMlL@y14~M-E2}&QmwXG7Bkt?9` z;CeDLG5`UCMYSPYaO7TAs1QUJaasWwU}UJ6SoXJX-!LC6roS{QDhh%m=@}VEL_~n3 zjzE4Js)gaVtc1hG936JH&a$dP$l6nf9|avxl|W*bXb^~jW1s&CYvJNLDX}(d0nK;m}*wg zs}C4ND2uB`GXj*ad^1uhLiq0M7GVE6IEd{i2n-BF9Rm`vMOTteT|N2xbIg}y-LuD8 z{b0++QpU>Qof71~_pe5PVg&!z(J>Akv8x|KXCh)_r4GJ=;dv~X1b+aj*sm=uVuubT zWM$dw={-Jj=B7|4_SiduU>hFEBR1~-pty_L<<0+;wsY?V$;vh;~5ns--ix!=Q1 zyuP&5_3`63DJj=^Xc6(ssP%YoQeT#DQF)%`rE`a<8J*?HMS7U*m10aURi{`viU5&?S zJ3BikCnw-n7cbU9=@4892zlycSyz7js;aDfnsP@L@Fx@uKnI@06{Dt7G=y2a4toJ= z;1ssj)L39|Abk8%R+f;MXaajZI2iH!WmV3);^GapMJ1hM{{H@$s8^3}w#%2>2M6sT ziwblZ;WG|jptwV0US1w9tF8`d&U5+;XLM`UuzzOWMD?h;tqpe_0>^?4=HsKRpn!|| zT2TS|5HW`of59?1%jP`x#!W zKNGovEA1M++2Lo_j80FdrldqN*Il}D<*LV~F@PK85TJjmn7ugU>Tz4-?74tPYF{B%B zfjRad9Pi!RiOB2w)nM$L3=|d-$vHwa&S?o?8#)qyhHJ=JZ&e<~gTP?nni?eq5taaw zv7sSctf*lDM zUgv0SZ7qoNh>H-0VtOLj`Ve^K#B9m&M(oPNBNuR#07-$rf)@ipJ$$A*v?l5M@GvtiE#aHd#)}psG#%k% za0bP>kz&|kM2MA@aAAOA9rg_hTbN-#nXpq)US3{HOE$>;Rg3hLFz_?n8$v6jI55Ed zlgh}{6ctZW?l@Y|uMx^-$4PjPM$k2)uzPVr;U|#l0!&0;3x&ZP`#B7#H?gqT9nu2WCxO^eGeJhxErQ zYP8(<`C3RF>YgY}KiT4=U#Wd@KDi{7(*EjjJ%v=lZ)72y;vS;S>d!5OD*71W8w|S6 zolrJ!Hw(EcA!aamd197@b3|E_+(Kw;Aldado1|@<4^FKXH@TUf%{FKK;b7iea$n7Y z_KwX<=6!LFWg{$#bMaQxH#MjCI~25X*pL|eB0ska^tSvynR0u>`#?1pFJUtK<|qdL zqICl!Ax&4ZZwblvZ@SVS=GPXo6jUx{h72t_nA}DXGEnFhOK!0qW9Da;Q?$I zJHqc_qpnYWo>E|kvfz~3zT1L3j<_A+;7u*MmQB03i(HA;f9R7})UD~xWR8S&qFfhW z#+0T}W{esdwH4D^rN<98YO54#9&uCsKC!gaTS`5idYyqQ<9nLzD%qlmo9a8HZNsW; z-@4nVmG7TS%a7>nq9kK^-}kUbm`VRp_Qg_V+-N`J6UeHd!fxW)RR6-uBEP8el=R68ZrRQB>YL(I8Pok0 zTg38r2!;vlKf#~d(^F<5+xIR}I4E0%-S6DoQf|;>Y8~r_LihB+b#Hfu^-G1icqY{M z+3lzm*||8hvn(ox-b7?#U_#tjy7j@arU&%*`#+^@Vc$P=b8H)%lPl?F>H96i`kBWR zE8Mugm(8kwHk6qEmcWzB{J8NHsgX0h){ zgB;_VOuBOuX|ikw(v;vuCh)4(_# z;Wy5TlXL1x;d@0BwLa1{bIGWj@eNkq@%aIBNcjEAtl`oqMc#V$!t^dz5$b89F|( z(1?mZ5nWyU=2hC9jIE#|tv`km>m1wXHZ`Ic2v}Nj&tHus`91{ zB+3ILN|WRa3=Suzw{3fu_rTG>xS9j>?Ubhwda#BBAVL0#*Gj(SVgftN!u(*hIpBM&pV7oJ63$zne; zrA96JrtKj^wY!mOm~6EEVHR1(#{G@HpDH+K*UKx^S~aX(ZIz~ZM2eMjv(QP9eYvG4 zle<^IO==NnYb>e!`V9HXZsC5j`~o((zPH_#osL}WgK;8 zG-SD*TTF5IoypkFyZs@u!Q6K9r-UZVuXL{1AHu&!G_TZ3X8LV%%9?y5J-=o_NK4H# zxX#(jIcJ1=CRTlb@4T&gzo(UCg|gCA%id4-G>2m7JC)ndJ?J8jIWX{Dci_FVT5Qj% zUcTTN_osfA7hVMg#}0_r^A=uB=lMPE!tFhU;?Y&H3#XVuK3T_)*d5A#Sio>qVMH@1 zAyz+W>B>d1xUQmOtth2vR|7OsycOzFnn zk0rH!X>dE)#$I?Z@MdC60+n>G|h#%Lu%@d=y zN5I8+|MrIkV>+wfo|p&_&T8-Xz9sBp)0q?`zvSOe3Mb8vIkg#cZ8 zYuEZLJ)VuEPT>_FPm!}rF}v#W}ey&+?%)%*1fsam#f zH<95GknXUo>(y)=Safrze;@WdGqFohTi z2zO+ocG7}+YZnt61u6UponP?)*+ui1MC!h~XRg^u>-DH;QCslt-jElcL~ZbBpYJNN ztN{H-x@NCMKF)q#z2A2+=v7>pP*}aW_Qu|gQuD0ZeDnLtOtLsnT9yQER&zL7X=ymW zTTc3*fL(}e{P)P7D`X0H51C+b?LeRJwbdk?-hNWmEqAS{YRa!z?Z#^Qa3nA&lH!YL@z$USafF z1-5Oq&MM&%pW`!9t8XVAl+9!9l4_0H(ys6Ny4cZD?aeZ0eew2o!F2umy5b(ftXh_z zdMD<`&)YTiKO0-Bv$o&KHRMD)Bx}jHUh_hQ=f_?*1tS;1^Ql1`Hy6Iek0o5JuqR~ zN*}}Rzu#Urn?H7B`mSOE&`{aWuO@Rzg5peCsW~n4(qZ zH_fSXQAsLDi>W#H-sF&2lwZic7rA@&CSVu z9G1SJP*eNrkr+9%^ZvkI>)BLS$=HLD2c!?vMt3D&h?Er-$nE2FrMBd&t5SPEaKW)t zCO?mQyMG%+eVg0Y^b@@tdp$a>K3|u3=(6YR2XpczF5W)HR$=A()mp`m#ORIPmZo0X zZsiK8x9+{u^fvLn9H-rgB;<0)#F?t8Ngel-lsn!xRPV1-{%X528nwg!{@rrFnsMeQ z#y6jwKZQNqJCPo!prEt2A@5*I6WdD`%6Mk` zR&KU&U}IbQ8*?XR>#7JUha^hx+)Zsm@5!?6jvHnM(v(M4Dl4tEJ9Sn|%cwGS6CK}7 z_d?#l7ttZ3IO&k&o{FK4>7?H|?w0+?9(lZ$t;5t@&ARD+a}zJJSJ5mx6|{DtZ>_|m zwZC0X-7B7X+_J@_Hf87`8(Gvo8fG8cJa3A!9kL6LQr#mkVe>N4 zNv!9xNXQu#twAU8WMkHi#|qtYdDX(yN-aL~M}_uBAKSUjxne>jWZ8aQKoHgPrS>_l zxJmuwix0H84Ynx7{>WlK$SiPgB=I>Xjs~ZuohoF1s7uFH{9TELRMTX}+E+*26y#d- z{a|760YwhG)(e(L#d1yb9IMSn9`|mPeY;J=CCO6f#6=rX^Rt$`r3?8tR5UkPYQIjn z@_xpkm7`Mpj2_75cl;h!EQ+5u{BydB0O{g-pAp@(nHV zH>MBT?I|zwQXCi7b{h13dw$y0WOUzRp@v;EtpQ%q@NVN1+o5OD%Z3ysj-%C992sru zIh5ERJc3T674{a%wVKYiHe{;R9L&D;iG@c%k^fO#!pL&nH5#{yH%(5F-=>OXrazq* z6j-sm$uHvA9J}U;Nz()VdrhO#kDG+Mxb9y*=h3#Hvn_G-`94miojc4J*5;pA`aop* zGI^6HlV@qS$InpPsT*v)FZ+Ee(D#!KKkwt!nfpFEx$Sn_m7~2h^0l(PMP_1uklbrru@0rpC>gWTC%(}6xu4wBj_0i z4eg%WmgZfM3re_>JTm`Mr6Wz-@e&)s-nru^v{b<ki|%PZ@?JWw~+ zb)olV6x+Knd(nzoeas@Bm4|FHp-lx==CT;eWl&=hdCB>3iOaoNjikI<$0fJdrxL^xTH2H#Gsm zH?CZ#%QXC~T1(wQW!KQa%-s2Lf6SV7*PZ#n0(Pujdso#{Prb3mhFVnQ%;Yc_j7mrQ zf(Z;p^a%Xqz==W2=xec1@QcXDL`w};(#yI4gCSu$7gWsxh?cPq?)2tI&26{}5roZa zJO0+u))&QJ@hvKx$qz{r&LSl<_+qKIub2vdnLl+|+cI3{E0K<*dxFw+$KnoG(d(7IU+3SJDL*ro=`)MX+{4B!ch|V|?gT4M zt{yH4dsMoghLEt^cW7VJ28rAwA%d$kYoaBIAY_syFJb87IB1Ncx+zU`5E8u6@S)CrNtW+||7JLnK(uaxcU_l`s*q(Nk4b_4DV??d|P8 z<>PwSjDF|G#*faNOnOGgcZS@&hi=>Evt8Y-fq{XB{gpb0kTnf|e}5;Z>7B`N2dQL_ zQMh4{-7ta}@mfePl`t|o8XO#~rzyw~?=#mMI+JPvgeN6}U(ivBC4}wGq}zBkR5mp= zIaUJ@`>3av zSNPH1oE`&^=hdrM2TAPZPiW!92tFEPZrsVC1_zsVCW0M+WD%*$$qT@6<`E{)nLS$2o<#E!`oco3g|&UdEvH%;&dor-z>9KT2zePIf?O^zX%qkNqW?2>%8lu|_NMopu;uIKT<;VKgd}i)9%_Xj&7Vzt8siAI=3g0z5lLz)sf6c7 zc@zEp;^9XJ1-U`r5B4?;b5cuy)sfFU=$d)P8f|dm5m01&G-DGD!TzfgigI#tC=|}Q zBUzuvXQq=recJZeaIQPn4Xy$sHi7feU_V_=7jR6L*rxC@CqqeJLJv2p_*8IVgppuvI>H z=hw6gXclRARKO3y(9qCh^_X*k-yS@F{#-9zq~_Udy$0IU>~1>ni_OqOxaWASpRlkn zut#9ji(g*J`^+Yox=gr1jJPlbI1yZ563?r!s)?9mHcyHH*JxYu^x-&ZgCId&Js1hRx2yAqf-c@a=;PDdt z5B!bmb!O2Q(9E6p{_8p#b=(g+;i@V>j4thv-4AYwjt=8^rc4CQ^=S?ZI);s&nHukT z+QfmnddO0cNP~@bWyisx1cIb*RUkX~Hw%dZ!Y!LH(c*9L$ph(`M?_LjI?6f!+dCw* z&{LVk3@pq)W0Q`6KU8M9T8c#7d~{d)sNvG5uxIA5={C>Q3FF&)Ia z^0Ha*?+uKWHdE9bD5@L}`;&{~fg6sQ-nRIAgUIWu7B+B?a-;Q0U~K~g7FR%A`u7Ig z%O0`HcmJ;Cn?@w|vHxl~Fn4EVJV)oq`C4dd7m4}wVR$wQEa1v9Tipbn9WG;%XKMas zvn=P|?GvfyKH89f<{q8!t;UsSYoXDvkNLn9JASv4huJ-!a96d`Q?{8LzwA zm8KZHjf1K~_qU^?qwgyp1^D{<0>rT~*Vhzw801$yo}qze&nCsQvk=R$b+qnwkO} zi}UjVU!xcWs`KMxV`J3v<`2-UBmDhi!Qa43W1iC%Gau1Wy(g|NTIvtqC9H&JV>9 z)T)e4*wRID{nSkM!ONA&Z^@&Gm7R^p6~SIFSIRP0*mTj;)6<+X(O0eHZ!Mi=Vv-F% zs`nTjt@iSAcV|6&7IkaM(#3_hiRVeJEP@qdI_`9ST=^m44^|XG?v{l`y2og~!)C)q zul(ZTB5?6XTZ0brP3&9t8^VPYPOqxLHUlFP{8nHadvlU(RW$!X72kdS-2&^;J6aDr z==2zfAl`Vc{R|BlKGU4qU>J!qAdnShz%ZtisB@#7xPZ^GLT=m<1Xu2~_AR)`gR3*f z449{6LS1U;3RQ97b)COdzBgsZG2bpz03O#?pFCgM04himty|=XAoxCz5fH&h6tZ%0 zCc-c&(c--<>^PLg{jozbBr05*KZpdM|6=H+oB&48yyozac)~%u7@HS>))QMP4;3*f zP_hRlX9R&#@NTXz0()-dg1G^}Ydoy+hcvcAofnd&=v2^BoO)BI;3Bc+Gx`kSg&K4R zF#wTMC+kEQp*xD*5)0JOQp8Sy`fwyJx- z-1u9kdqdhhJwv(V_|__4E+uXvNQOJNqW&(S-(;a8hYp|rYRbGXo>1s`MSL40@>vN@J*nUddPHxE~ zcuC==zQ+~wKz5Y5^V2a#e4tbu0m0ft%9tN@=Divk^!L`Mkk@@^f3*j>I9s{ulY>}Y z+Ev*5dC02F;U2-!L9MGCy!xU-iB)IXk%lx0B+mMJW-Y_-VHqQD3)j`qh3%R(q98Du z`_1MglnWc&jUwp3P#aCTz34G(1f|=5$~2)?-hnJ=QZ3LqIXS5oUO~4Bwr>l!fEICuavO#mC|Qi#_3PI?JsVdW_k)6h!VcE7 zN~d{#<4xC4y*Cp&uzxIuBEyW<_{=poHPutjJ~pMwV}nd2;iGLIQ1YCg)c_O3YX#t^jFeQv))$+< z;3q2mwQB>=_^;;yH!LT3*Nh2QkBN(k5hSw~nehXzl7m6Oxz>vm$wd-e5o5c%yX}cr ztiIg)Qyw_@-aKVxC8frj)9*R8?j(bKq@3pseoZoDNCR!w+63qQAw?!nOzK~oR2q2Z^ zcIeO&O>hw9cFMdg$TR)A->B@OJMQO)W}731f#xTlvB@BSavXYGUXO;0==-%CRF%yd zCLRz$jI!P&L^Rl)o&-X@ev1nNd-)hHJZ+m~iAd1dyXi_K%e-4EAl8XIv*k1idj1h(3Im`x80s-3By3Pb1 zx{_A~;gecU3?T%@iNYVzSVx0E*2f~eTk&hj=Ktm;MV=9M`?&KDl+(W{hP7u>IdVEr zYW_flyR#8F&#)t~JBLdfA6pccLz6Nc!Vk^6y;vUl-t&v$<*KWSCeuP^$i9!s@>o$9Ohs(*J7we_OYiGWjCiag;xXF z9@iA)&q?!0x9GBm4_qp{O@PL^D=2}HEtaJ=bRMdBh1if7M51<`I5bsVVD)Du1KD4q2_ zjn^36mx+xgcoOq5h;o9S6SZ&u>S5YSQ$=g0a$XjP_quUccZ94oP)B1`(L~vnJx*{# zs=@328sMV$;630Oh<&5P#8>Tj(Nf{ZA!8wXAlC0EaMC03T^NWapw;XQoU5*qnvc<6 z(h^ITWwjx&%q1UJ;t2JZyn%Km_Aj?HL5v=&lU&T0Ij zo6yO%YYnhMi{GqWETJ>hxy9myNJ`Kp#s^k%D}gh)UORy)3EHRsvCzks87_ovCgjis z!t}4DO2)J_Lo@(Yg@3^Xa-H6KkS|>XP9;GghNc6FDy=&4Ei?wUhQ#<(ogbC@u-{9i z?zi791%im5O@%NUu6iM-@k|5V@ZJ~RXCF{v=msFxBT>;Wl5dvRki1?0d}SbzV2!0ua5`>!YQP6Op@Wbo8FVjvt#ruRa4KA;`v*GSKlO01X^%7@ElAR{Rxl zhzv+2fOG#-6qwOx+0cRu=!K%dR60(afN_Q{45S?q9MQ_e7>d56KlQmH2>Qjk-(=Zw z?GNb0Xu&45-Oou?(a$aJ9$n(aGO>KYZhE0m(T#LNO`3uxN6Q2A2m*tkE<#VNQP0Fl1_Dun0Su`?GRmJ zxTmhdjX)ZFet!QAd0vd3O>0puBi_9At@9Fi^h4>!?}-pt%DAN~=RoDa-ayj%4nb0d z*BJtq044QM)7YX%t2}Hfu7B*#l*rD`mY0_YCVeBlt^8^imN$HR*rlt~?ARKVGZt&2 zRRVy16y8Bg2wSw^rQ-R;MfsakEgzq1S(Mmjb~u;VH(1jSfr+(sb)pYr91`M|5w^r~ z9Tl8N)F*)_+-%Bwmh}5~ZEb6PJIaeeMiNJ`2Zf^tq#c+Y)E-rY9 zrBI1=rRzd}K7D)xprIopBiru%8GL-WV`F18SYl@r_|p49&$SeTv`-5l*V$Z`;i`r3 zTbr8|m6bEzHF5P=#{HeuYN17-i(Vbz1tAx0QZ6YfDE)Ki7vGZCn8oGg92u_(keS#X z6^_|A1PzoIDd2{*v;-w4D4_IR zrTC)=xJc0KX-!HI+}7ftjHD#1Lcr^TQ6yuDUEQ_O?Mw-mD$j8_1qB6ZX=yPr^v<}y zzprmV{w#nlr*CPFnF1!E^wGnENQz#T#?sQhs%5Xnz2{G#I)SJM7^y}$q{@&(0;NE!ddSc z+n?<|jzAx>w?Paww|PJgo*HNlQF1^hByWM2=p+)Bj(v;Gx)^UZz>(KC=UwAi_QC;e zE&-~gX;=3`DeSgrPVve{$!a`i`20i-*>8kSebGxX@=-^9RjTqs*CbPpHR=Y`sENM) z@o+_TWX&H{F=0&cYB!wGHduI*!qd?a)H#p#!^25=JY~R6aTh6EFS0*!K&P7Fz@;FO z>45s`N*M=5n@He=BI8sAK)KNtI1dq{TcBJ_35YUEfzvNRt;U<|I>T7DSL5)PFP9t~ zCMPC9F*L7B(MGcFB(t7;EM)l_nT7lMl#+_-m3>2Petv6t@zK#yXLL$RifGfpI#$-l zvu?R+rYk*9&aZGi`8H!%!Tk5{-e0b^#?hbVanQX1TuMBHaF(pkH6I@z7niw?6kfrX z_JClmnaj-v1Z)D6#JTW;HIVXNvKL==j58Iosp__hcgYKtF8}67?g?xalyLx0u)^pN z@^O58d}wI*aA#8MmbcaI^5LboQ4|1KP%9rG-CPFtmjFl6l_ng#y>yezbANl8ii(O2 zEIvO!pC#os+m{!9_|tEo1DcpzJ!5BQcVBVavPOvUgv4lOH&ey|2BfjE@wHWM8Vm;Q zoqP*G$7{%{800(CnVP9T3)trTM~aGy{^NdwM~C|{F)?gG^N(ZL!Yuv7Z|~$yodG*9 zuB?=N=IB(m>F37*kOc4)?FYv)l>f?@g?%8mn1dblwKv10=K@qLeEDzYV6w4TEa0n) zN*k?5Wb^t42M1TjYD{&J`PnF=E2DsJwQzAM=)Wr<-SnSAN|k>?%8N7>E4jUs$ZhEk&x0lPI=;kE{eZ>6)57a1Q{%?X9)3CH9PE4lR5t09E*~ z1Dwa`U+!{!rYn^sQ~w%pw*Q>@^5w!k`4vkX`s-{@_DQ+DU3`!S=hbxhrM&oE47J6* zT7Z#(wmLm*MNXLc;GLC^A3p+T%B`2?ES?E)cnkNQNv@$3tDJ9pc`9Q;)w%3~Ce@W0vX@NnSeCz}8Wo($XX8TzIdOCR5AUUW&=uC~H=|2IhXv9AwU z(-Up@hCTmd#E*Qm3XEL_TROGfYdAjI2W3OI!IDHF4~Um;3%qV1?6&_zpw{g3?>pXw z?B_8)j)I{=ovn;>qK1Zq@|Kdm!=qo0etIvb@q7{SA&ua$%Lg86oQ zXB>a3pXS}R74h#9uBN1sJyFmE8 zPe#g>LT)NKKpFk>dz`!B}2r(sZC(E=-pwI^o9`qY&S9wiN3=LWSBrWdkHGCIt@a#MP z`?fY2&#{1S?GMVz%0L-LahDJYNVC$iGr$Q5R_YoV8S$j-eM>Qlj)_Sh zJF8ilB*D~V3S7`NP~v^}?wym9)2UOZ{3k>GwX|Y3RPzVrNL)s@S-k2WbU1(i{vCXJ zqP)K(k*{T5u~+N2Xl-o`8m$2ucxA<SoXzx%c)dQfyP$4XaE4d7UHXe!gc+VFB*{ zWb8asj+;K21LO!kl+kU`ZJL({rUq=I)UIwDc&P8%(PP7_XC^~7479Y`mWJPe+Q};L ze+Jpo`7=8NHR73@CxvrUx(^3rp5MO(&=Z4N_*nq3C>3+Tw=4-DSx*q5?ofphUjbDG zvCRNbw-*ECzeKG97x;GO4nP`jKTKPJkA<#-n)Cd65-Ws6M1#~s{k{u`*G~aZeA=b% g{eQD)^D&WzDW2;