From 7749b7c2e2600e6b6227a0661e3c14b6edc42497 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Wed, 2 Aug 2023 15:36:18 -0700 Subject: [PATCH 01/16] Add GLIGEN implementation --- examples/gligen/generation_text_box.py | 27 + examples/gligen/inpainting_text_box.py | 30 + .../gligen/resources/livingroom_marble.jpg | Bin 0 -> 467372 bytes src/diffusers/__init__.py | 1 + src/diffusers/models/attention.py | 46 + src/diffusers/models/transformer_2d.py | 2 + src/diffusers/models/unet_2d_blocks.py | 10 + src/diffusers/models/unet_2d_condition.py | 71 ++ src/diffusers/pipelines/__init__.py | 1 + .../pipelines/stable_diffusion/__init__.py | 1 + .../pipeline_stable_diffusion_gligen.py | 821 ++++++++++++++++++ 11 files changed, 1010 insertions(+) create mode 100644 examples/gligen/generation_text_box.py create mode 100644 examples/gligen/inpainting_text_box.py create mode 100644 examples/gligen/resources/livingroom_marble.jpg create mode 100644 src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py diff --git a/examples/gligen/generation_text_box.py b/examples/gligen/generation_text_box.py new file mode 100644 index 000000000000..66a97d6ad781 --- /dev/null +++ b/examples/gligen/generation_text_box.py @@ -0,0 +1,27 @@ +import os +import torch +import torchvision +from diffusers import StableDiffusionGLIGENPipeline + +pipe = StableDiffusionGLIGENPipeline.from_pretrained("gligen/diffusers-generation-text-box", revision="fp16", torch_dtype=torch.float16) +pipe.to("cuda") + +os.makedirs("images", exist_ok=True) + +prompt = "a dog and an apple" +images = pipe( + prompt, + num_images_per_prompt=2, + gligen_phrases = ['a dog', 'an apple'], + gligen_boxes = [ + [0.1387, 0.2051, 0.4277, 0.7090], + [0.4980, 0.4355, 0.8516, 0.7266], + ], + gligen_scheduled_sampling_beta=0.3, + output_type="numpy", + num_inference_steps=50 +).images + +images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) + +torchvision.utils.save_image(images, "images/generation_text_box.jpg", nrow=2, normalize=False) diff --git a/examples/gligen/inpainting_text_box.py b/examples/gligen/inpainting_text_box.py new file mode 100644 index 000000000000..a3d51993f842 --- /dev/null +++ b/examples/gligen/inpainting_text_box.py @@ -0,0 +1,30 @@ +import os +import torch +import torchvision +from diffusers import StableDiffusionGLIGENPipeline + +from PIL import Image + +pipe = StableDiffusionGLIGENPipeline.from_pretrained("gligen/diffusers-inpainting-text-box", revision="fp16", torch_dtype=torch.float16) +pipe.to("cuda") + +os.makedirs("images", exist_ok=True) + +prompt = "a birthday cake" + +images = pipe( + prompt, + num_images_per_prompt=2, + gligen_phrases = ['a birthday cake'], + gligen_inpaint_image=Image.open("resources/livingroom_marble.jpg").convert('RGB'), + gligen_boxes = [ + [0.5243,0.7027,0.7136,0.8341], + ], + gligen_scheduled_sampling_beta=1, + output_type="numpy", + num_inference_steps=50 +).images + +images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) + +torchvision.utils.save_image(images, "images/inpaint_text_box.jpg", nrow=2, normalize=False) \ No newline at end of file diff --git a/examples/gligen/resources/livingroom_marble.jpg b/examples/gligen/resources/livingroom_marble.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87bc169bf21425a602cb2bf5a8de30ba2835ae80 GIT binary patch literal 467372 zcmXtfbx@n%^L2ttf#59!3s5Ll3Y6j+iWPS$?(XgyTv}WUv_L2h#ogVCYjJniH=pl2 zzh{zvp2^;SY%iL002i?3aShMAO-yQ#Xv&52`<-j0RX50(oj)V zkIciCgKu>6u2gQL4WAC?1qG+7r!E%K=9klYkg$ycw~*N1Kx_uy!>VlXtAb(`$3-*T zP=c!-Lnm_#P}>HmOov=FIi!LhmVg2&o-dIoQYgsOz(b_9V=K}%qt)_x&#TLPIL8TZ zAC%m{q&7`}I$cAWP3gFPe5^J05s=Op`+(8E)Tfe^^3A$sDxQzYU!J|YH=ef_&e z(OD@=4;=vK`1pr^&;K(XdiX+R%xuZ|GuUdsah~i!qdVC==i#z->R^L`Nl(AdMv`S_ z$VFCMpkhCuhp$roj}W$Hf7Ns4^N_H|U7i2Ks(_2p)sN|oJ%_&sHG2MANqS8e&cZj& zInS4cc^^tHR=nw)r1rC%SG;$0C*>2n8&Gty8G!-ou?CkXmmec?d{7NQXa)cvPM{|j zSxlG~Mp{U8TACIV(9K2xc^h#Nag*({PMAX{ouM1_9l!@d-vj{0H=qQVs%dds4dSV-b+svGfPini&o=B^pL=I!%rG`E zaklLVc$K49nCL%46`kU>kpXD*)F`=Hf32J5Q&t+)6(2BjEkbVb@Rin_PNgD4J`cb` zUSsqx4r?hT0RTthguW7m!Ztm<`-Li8!fK*KT-i`D)%}|X;j6Tq#!9~nZ2jAjoaaS< zb7$-7wi@Uz;14%9_lp0?6Ly>~_!Sy6GxK6shfiIeXfQewcBDHFnQDT6IA+A5x4`rA z!4K9~VlFG;?TBAlTU#F-90YfWXlA+tPOlg3?QLw>!_VG_v=4(1PaelWbI(J8$jF5t z<@i^0$e6hTQRl}XI1|ehEmme+ptwOok3Qi`PT`A& zK1%Pykx#2EH@jC}`4hWG?kg)Rlr@V-dgXO3g1a}~j^*K^BsSw~djEEP>B+fxFut?U zLyp`Y{)!h$<}0P6kx=4>?-tcHU*=P_46+OxIXOtYWql^b$H$~`Fd*4(x3V%pqDEB~ zLH+xN%Z5o4MFdq*1XbAq*DZ4phJjsO0Sj>=18G8?=s!le#umXaLPRXWE2-q3BIQ&> zkR*3oE=C)a{~hC7a*<{6yI-gH-=(x&99FM1l#YzV#NgoX-8|IUueM%yT)8zZ+tt}G zH+rsj?;jG*r)Y@<-+_dW9)2#{I-onW-O9drjQ+yPec&{nE;bFK(0h18!7|snJvZ%& zWw6>Rc$IVGU|zAoHZHz=`u2AOI?^}a4O14PZ`W?d4SyPSXBWjJ%l*o%$0{w<&D+at zK6(-iMC_iQPe#3OE`lt}H%-|^u>+U1+pZGu{0n9eB4Ne)KtM(FQb>^$U7m%NJ_>3_ z<~c@y2(d_%e^h=xlEHJBWo5wDRDT{p6-!9`H)iw=4SYjPa*Xz z+no~^0b&q+NRRFI-a4WsXD52<;~#EyQ#m+-MG5UZl+mOrhO@vacr9W=rFzx~HnOA5 z-|LTgwvNW2Eai5*?hJy_gd}Y+Q$6iU+UvHJ!KK&LHkU%fbG(lmH1s@sx>s3bCDfo_ zP+4uNLQ;=E4Iy^TC07ly(dxwDK{Z?hBnEO6-D!R(>U^c&km-wT4#uLWewW&}a7+#9 zynDadxC5#(dZk5j_(B6S0pzt)dr49y2kp3Z`#;t_&)i+?ta_h(#h+hVI=u86V(znB zZgjoq9r^j3Sdq!=>*aP5gW^L{UuQweg$~I`MhsEZu%_6PIXB zG_;xxl3Uxc7e*#~!XewTK!djdDQ7pMpJ_;Dk>~MriuU}D2rgbmTCxb08BLj2BHYa zBMD!`B-Fv~5PZRerEX^t14iC|P0@&TeOUItk@WXj?}kHa7j4h|jE%*CO)bYW*W1P^ zjbPHZ96ov};k zv*q^oc5VyO{>AU}vgCJU^`Dw$Xp)La?lC3V$PEVKFs?CZ}mh z5Gf`lD5AhXa$~Om7W=!C>^46n2Qwp3lB3hAK~?dlT7#L=7-nC&eQTuH<18j}b2r4X zGYpA=#DDPv<$@!3DBLmMrLmj98cdKeasxP|?Cwc`fR9`Mt_>XS&bRD+9~Luo$eEc- zx(vy9T$+}z7RfD>g?#?4pPzF`pkz|*;bOiv2oiFqTU%efC8DB6DvR3H!MOPZ9II$N zG&kpDX8_9bUPuHFf(Z>8tAejlM_@n&nys#%Si+CjO^ zs`Izne5|=d;p9$2r;Rx7ajE7q?J60$--9=j9Wx}_aM4BE;Q_lCs#@P`7Y}j-z3&y; zu0QUy(C)i7<^KcGEY2<6M&#V$iAhCqN}v!JDk(`2O8^W5J2|nTBC2zTwTZIBOnE^} zOnIG5K&}8312n_<+_!s92DnD)TP)w&A)+H!Or+(=)^7)AeqeSOgsTBR>Xha}7^Oh? zYU-k>Ae4oe;0@Wg03g?ps0!1TdF(Smjv!1QgM~=;a-)CaOeCgh50EA{r_OAtBZ8c8P@aV5`nW zh{i-$vd=6+>1M|eXzkxEakr1>l7e5HvsI2qZ7d2{E`Vo~2bx3p`W@E}-iLGGqJ zb&Sn@EsS4)Wc0a5!$cm5GH!FtT;xpu!S%Oi+2)dlH&wyP-Pplstg8m5$7r&%^7ivJ zw=i&VmPb})d)%rv^$li9@;&4}I7MHN*Kdh;r^UK%LH}-$O7JNnE=$9l4WFYsfx4eXv@zuUSr&0&%_weWIK%mSrv#Uge8OpMZOksXAchlaOvbo z{ads>oRmWnkjEI#lDd%$Pw$T{f+}jFyQS96KQ>ip=BLi+N_@;7Nkl$*b^~0CNEF`dLu>Hh`B5Nv{Y8@C9_L`KbbS={b(# zb5rn-FZh^cfaf~2Olp|_{aAO$TtHG9kSGEsm8!P2Iq>cM%jp&(Q`$8xAGv6knwWa- zd5`&?*gwYPSk>|8{`AR-nh3~kFtEs@NwsSnH%(nDfMj$(6fq%qz)*Br?Wbf z0EY9_pzRS?A6adAy$p_#ky;t->?ETC3T@lb&#t0>{_DkV6h#gY$W_-aRWF(57-EHR zbnWjCjQL$x+qa%w&um{?aEWzqZEd-)c;DPSui?=x)V*Q^$&NA(idM0hm^F@wkyLTX zPI2LE4aSd%yf!ubZmPBRotKp&J1yT}RWanY3eFVg3CdL@5c@%jo9Se*&Ef#U9JWly z73cdB9vqL$L+;3pGyp)M2A}}ao|tjk@9?OTNuzjnkB*MGS074JmA2AZ_z%iqvvFi_z!^*d{bG5{)oF?TwS@C=F7s*GZ;xgo4j{!Z`0vKkvDTgX%81>X5lA zswzk|RTLVEiJ}$&66rlgZ6KchKK7%3Gl@JvLPS&bql4l!hy(u&fm??YO&?d9PT*pN zi-e*%HDO&7jB;aHf{S}D2xy4aWMzq${oUm#l<`mF`BBkev8G=;2$=gyu}t6&&K`Ad zn&zWyJJI^C+dry!4Hy5aJ*Z>$44O~U^Y7;ugIHRo@ zA()}?dLq5~%UXM;J^oN}m}Sq9uzhJbhHDFtJ~-N+&3MLgObE>mk}%6AC_obq|ESw>roM|KI+yVZ9nestH)n}ia+KTA z-Sxu{0YJY4UIX|_XJ%%4dt^!dw@>_!-Jf$-?~mQv9?lAdgyt5!9?$T6uf|&ae6BWE zAJSf!LLAoT2GM6%PTagljk&@1bd}`q-&1;^^=tHP^kwsd`wc1(JgeAcp+)+F#8MJQvrCj9c%(ao#oTvabx7cBZ?`r)G z>z`?fK5F^W`>Q|dL91E`i0l*gG;~+mVmPmJ|H#U1srM5GKoyiW^}k+$B62QzY?3eX zGwa*e)ja-2ACDo2Yc8DUWC&rBt98Rg-;1I;({%g1x$wihQWLU_^m<+0r#LE|H@M+} z^ZcaluRZgM;h@Bd`26+`4^sRACl$s-+7lRft2R17b-F?Q*mx^*achbNMnX#Lgd3J= zu7+Gu;rr`?m%f;(1OkbAt%ONdtZ?6Nz=eY&0kHv8_|W!tXXs=INk?*ykh}9OH=`Tt zm+BH)L_={X>A;>y*@cl>s?1OA8>!^O!Fx@h3m9yG9?3WY-I)BeHMJY-tPYHczm>-g z!vJEW(X#M5B`(!F=C}Q&di96W%i;)880S0>mOl=nQ|Su39nMu6_hox-r>#DAl7h}o zo|a##R!`zS=O-m4>3p)k@)mR|`1s8NkQ-$48v}(P+1h44;UeNgX@uwppf@Dkj!bhpHlwkE%Okg4lmQIbm)i%whZ z%E{HYZgVX~B`7%Nv+UDz^a1Fb@8C&-Sb@WmjAuN^ML(xul?h$q_EfJgrxV=bKJ`}w6c^MF-Tdp2=DCEM+?J)tIhtr=w^l;aGuJDZ99~5JkZ%Vqrba4 zYf%zKO{!VSKw1?Vh)Fz7Lz_>C52>_oCfduAwXJ4i4mxA*Mgdd6YZ`OK<B7ap&XeB)TW9eR*M@ekl119|>2<9g%K`r-^qg%A65-fz12z)V z;Ore&!S)nOz6tYSL2>L_lL$;%ooNAGAv{M?&KIVaD5aOTdKzRz>v}7hiU~v@;*no4 z8i(>l|J%;4lh&K#4Eq*WqpMB!k4HzU9_j28G~ zRxjwr3+FEV3GN#&yiTM1pY$L*zRZ@MIq?^}0=Fprz+_=0_%jHI86N>e=3L3F)blqTKuK`K$ca+_stvnHu#VfJv#QS-%RJzIL(37 zLmaZ2h7{YxWB>$#m?C1l%HbMDtHDARojP7bG%gT7w0anb%mesj_X}lrqPD;Goh9$A z+ut*`4=H8mxxcoTiQ!Dc%G;B#XhNu&o__k(O}T%!v9a+x@m@W-@zP3m_5QlEv^`^1 zIQ3OePj78~D%JX{p-fKSz6&}dxaxn_@5)3GNDC?x4Q`4MPvw0tQwW0{C+2SE+yJS>epZq>EAZuG{4EYXs_Z@swY z7k&|b%-?By(WtXuabZPgd}oftV$rr#!8fx6@!HuT^U2OO5AtR9VG-eIA*KKYS(d&7 zS_RuT6m026`K%}YktLAHeAgmN;gRK_B?fxi{ER5g%{qflXNA2?5e_|ll={RWTRman zazDJMKABgvzNY!O{14YC83@MFR63o52_a_ z9bZol3oZQNkov26Zor^kAk3a%JHKr(%aR7xPsn0FQ_K67a3BB>+-HqIL^1f&C? zuK_Pk3nI{)rQqQzq@9fOz(!rkQmGI{6!)~gc^*w>jjj|@TN!RuHI{OY~{bf`TeZTTxdE3irtltVEiGG+{DV_&(i{J zSYBS`J|n6v{~FzeCleHE8eY`Kajr=TQ3R5r=B!pn@o)Z+c7J5t-{|PY>7E35f;@81;BFIR_$bLs$_p5iR1>r zbMp+s)T<+`61=sd=EJEq-K>DM@53N6XC!|XDN^Y4pB84HAIVpnPfsP(Y+U(*{~0(N zTYGNJ5i0obNH45-G9&9&+0#5D5n&cx(BvX9O0eFf1TduZIpd=M&|mwet)q;ySLcY+ zWP&-Cp6XZfLot!E(?8~aJ}`7T@cYLmQxlb!7P#We!Uh!Yv9wCDJ7{Jyv!C950R$K) zRAj=LkP3o32G0k7N>cf5rztd_c3$Y{EW%v=t#@gxzN{&<-uHd7U*U7!UYeY&QqaZ7 z{6$;aiTAl0V3h>I2UQfw=UBJJebRg}TK;lRdjIrOukOURGq3C4Y4830)=xom3Z39Buk(9oLyPtNED&H-<&}LK9k2-HYD;k=zE@jB|j=k{^SY-^VphZ%z z@tN-Zj)9@GsN;Vr>3^GbBH(>j$sCzVmsMJNG-2`g;3mgwf8)td0h;AJ?XA&bosd%v znKMCo_kx8Ftxe3!m;*Tk=fimE*D!E^pLh(G0#O8Njcqq5OtvW8;@r|JxH3XN_w1hs z!S?q!t>bhXU5=N!X3JM^_jCL%CTU6KOG|6{Tl}BO{VtwvR<*QvTivWiION327~c!s zW91of8{h*o)TkjmB4X6xC``EkrXG_{58c9ofBVil7E#zkH~)}Ekx z?CG2GU~@fHlt?RCfQWcI&M`y1{^QRV-YUD-WJoLTzs%m)R`74rtYP9a>7_05yYK4` z^`0H`6FN++Jdf-#d_ret%5@%Pu%%mAT9HYdDgLjDYCW%v^SwOqf8GiHXR&n~5$Cfh zUT3%RI7!;(aWGRVU+4V%*wq)y8d2mfFVWOum;NhvtsfXv6rc@fQC0&eOArI7f$Gk5 zDrGaBrS6&RiIjxwq@p-!4vMCVKvmGVBNHwvYHd|?NPvW;F$x+nu{sT%!*@E?6W{(@ z{xPA414L8Fd1uVs%NNyY6mRPCsbp5@vOC=WurHfq2X}`65NXp6Aar>hO1Xu5T**p; zmmFaGYzWr5d4g;d7UgX45VC#y|^B|?ogJb83An(ci%m2)2vz4dgn(&V`@qg?KP zw%$Xk?{hY!|Ga#4r4wOanl0dGv-cXZ((2o^dcq*hK^CLQBTXPiP^pbw5cG@ibB*rn z-;4klBL=`zpi=Ayywp*WWnP2$H8t@-h*pR*gSk5X0KI{l2*^}z!@j~cC>I{ci|7gM zzh_<6Ys)g7$Me6PeL3{MGbd&Hs;j5B=fVeIgq^fKbZo>4pH;>QPFvLinX-GsFp)lk z8P-LZ2$EEPqoIFkKWqJ{PZrtxJL&9`{e5r{pOGELEpDYgY0ad6fv8P!s zHvZ|CC&PCr3Uj2k6Tf>LA6`S>Zj;3Jhe}V*B)|C$iY)z(CkG%R9%g}KNaeLd>OR$F z``!0ZwK@dy>OQS8MP+L7`|kf8*lE33YJ12R_PI*ZP&2i(+`B#7$e$>hJ*Z@d{7EE% zRGsojiKtyTh38S{=7ET!_ozwde>16;eb0VUF#w<$B(OOA0&8lfrK#~48!7@T*0DTm z^}V;|pc`WP2D4%z)hs?6z7l_#azSLnfp6A1_kRm#XJ)Ec zy6afP^o$*w2b6y3rw)3l(XU1DV{=N^(5&%yDy6vKk>LPW=?`P5kB$&d@ZnGiDb}l= zQ1g9U49+e7|dK z-+Xp|^0d{M6=<}^sMWJoNQ@OswCqR- z&IUMej=FVT*dB>RohwSm&gpEnUWQanpA5}k)g@-_DUO86;D@4C)YJ?QYOJvBhT)Wt zk;-uB`JTMX69a}v-dI=w`4Yt;DR85D)!$LLS0(Ch|3q6htD(6qwQ#3F=KeEv8h`$d z>eHH_^c;FX@EZlWuR9CA=DG^_8-E6hQk^`F ziYhajoEO{M2;8ZpcG7Y~iBHUPhRG|HSkSK?ksAV&*=3o!_?_{Z@UtHp zjVZnviJ6$Hk{J$7Q68dwl%?I9Y5Jy`_zX3}7SKLI{%O_gq4d4q+0d-rQvKuH2B5t& z#LwG%QOW7C8^Ic!Z9J_gW5_^b1xOOhj^y!AI#W@lU3LGxHqZrIe!9>6l5a?zj(`Bk z(&h!*{j(Y@GknWtl3*K-j^Jk@F!4aWU1qrLBMxv3al>BZ(-@>e48(}0Q-d!;s5b#2 z)zQ54A?#$WciS0bf)7WC6F_c9)TWIs*F%VHugjLdd=h?e&+)t88%lXE{CtaGZcUw! zF=)OYM!{AdJ^&X}F~4>5pR_nbN27}qWotu;be8ngrl}#|RJFe}aI0P#l#j|J`1rVi z_*w3h0HpAOX-x3U?5zLkIUXXdhQ2&p*c9m}&h-=OTfW%D@P8Q0=8+lb22c-Mjmq@g+M@r{g>h9zWU6enzjJsU z^Eu0H(yngR|K{jmwyfoT-}=8maj0KDxIvIwSKAr(t+(q@q-?skh#>Y_?@|!B@6XTi z+TH_+HGQL#4w8^6o3^izRF#m$OoiEu)7NQn+4?Z3szEhF!~p}=h&_NbiRtazAwg@+ z#7xv=xRX0MFD3SV7a6P1*LB`4D|?*gjYoQlZ_J9_2d)l2WqUlHahi{22|9D1*^aDc zEk$|TRQ<$6_6fCPpbCW(*ZVcl7z8{$2!Xltw25$lI~ExAL16(@uaUx}6npc=*#I62 z2+HjhnvV2(ir3SGg$T6HZrN)qNkh+nBL-pS605=~OZP-_D&2>*;G3qFm5Avi<~V`t zVnlh+O{f4C_G@0YbLXP~R1}chy%D9X`*z!H#q>qLmjmYyoMVThOvzQc{p?D?hk2;e zf#*y0Wr_cJ;p%Oaee1={;?U60&S=(GEiEm5ee|D($=Y>sf?iv+3O@C-CxObzW-?Nn ztaa$!LMjMLB2qo~|BOj^DnMPTB06Q_AFhe&8&4S2B-+l;lH$5e1DPG9h{Ku?#{u^F zCbM2B*Q-2f#Ol@H8v>}EihuysHvkMpHOV~yz-yT;s`=*F`~Az>R*6P=>&wamZtc`w ze6U+ni{ruegGTvEqwB_C5_8Vou=#)di(gya-=p&1zggbD|CZm)favuD0Hgd+BK+>= z)8Lqj=4x0sbtlKLvf0}_x2B^O1xcC_Wx#9Pu#Akw;EuKFS-qzPjkfE~8~u8Rf1QK> zJu+p|Bn`d~+yMHl>xSx`(Hvp_$6F@Pp$x+^W%>BSrLVs~>%|8!k1E!NGzz1D^JQvO ztNplvvu&c`Q2}`5G^~;NVl}Q77#_X%h`SFd?1^@*UaL|XfJ%!mfP#jg!b{+#1s`AA z=(l)XZC_apSvOrVl$;bU^$F>)>ffXx2$(-x_El%Kz7#$yT<`d_a7FcaieBD) zK8Q%;2MRv7v>Ii)dvvAK)8F8X!-03(BjnJs*`sVB-}?v#;q@%iBoGphlSwgcDHDX6 zPtCPx9K?>eavq|>0^B=-<=Ry&Fm6}y9h#kjtQqceep%)JE83Cf%W)e@rf2D zcBdT<@TB><;s?#zn*(yB6?-le0qOQgPg!R%c>+9u773t-Km`V?DjHO-qw2)S8+O-N z^*tGxUG;d#stfP3HPjOHYi_GS0Wd*m>JH3khN|L!6$d~d%)cy|Ah_|mlrlO+zlg!E z{1mHpX_maw1aVxiaX)?HzL%BljD)RttMa(+|Lr1upULNH#SV7!`uZR52Qc^;g(^y? z;D8ez7hrxA>cEbo>)ss}a6^h%Y*3d-JIS@;p8ng1xVm1v`%CQRp-Lt}h2q@8in?d_ zKA)%ee5|R9dp7q{7t#J!=}2l;A^RAtY_9irY3dvb_GFwEg229`G+9V_&EL*GnG!-& z+JdSrP1CQS3j7jUBtYyOHb92rBZ-gwz5L=Atl_w#@Qlejq78l(QWUTr1LTu$);&f38vb&h6%JM0uT;He63`> zlS~DKS5FzzLF zCI67;up7^%SwrsW7|kYQ2@!)8!wR+-=6JEoTovMSvg{7f$ndH7|GvMzg^a|x18r+J=cRya-k|Y2g^)xnf&Es6eu0~NW(m`J9fkB~ z{w?2dewd(zs>zJ+)=ZWPV1kC{2JOFaM-WsTBG4>lVVJlBB@m>fS~r!@9{>%W|QKbfh9YeO`ia(Ns7L!0%oi* zYC-_Ej744@GIcjKQYGqlP;c^{G*TIne9?EJXa$V?v#~};iA?2I>F<%n;y!KLPDdqY zuvn!RKy=H8h-K6ey$ec5QAVkE|VxoR;P< z$Un({<7cy@gmWyEnjW~b@5bL=yX(UwiyxOEllyPp{h&=b7~ara$$PU& zc8(kf&)ZJ1UKluj{_Hn`XW;a>rrXsOfgT!gvf%uuDCFJ%{+FaDPs5e+i`4K3$8_rw z68RPoxnop|YAri?uvE5Pr#1=vD=OgRLNNzkz@HIjnCR~;Y{=*nfvH3Uta$y(V)Lig zJ9mAb5;bR?L#}lVh?_9mEa~xJE&z5%JrLu4@s_fWTRZ5SDdFkIH-gieCiSzEVZ&qw zNG@@VQY-25(Wjz&u4DPgB#fwhxB*`Q&psgxu{?6FIsNVsIj*;1dD#jyP?8!!*?$7Y z>K}UA8k7vgo-`w~$rRRHK7Sd)RbnIl>D4UT5#Qhv$M_5Dm*e=zGPfGc;KK^q$wgt|#ISUgl5+Rndt%Jd;Cs`&vfgT(UzFU#sr(UV!5NtHOwhdzQy z!_++MV_tA+9;Wd3y}12M$IZ}v9u2ZSh2_yy4T> zJ!uO*B!K*)GS;4Q-2~wJ;oaQTCj3J=-wgYXQ}bD7tfbKwo4!A$7dPCq$En#-CNUG~ zyRgbezr4S86R99jLP%N~{scWHAcRFW)0$zxfs4;|U)4Z<%7vXQ37hnZlkFqi(-X7r`JUUA9|+$8(bB{q{IkL%4s&#<%%-{jJ*N0^R<`TITOkwUuo41w%loVgBD3qan6I&3z90eO+wZkr8+nLv5-7zizEx6$eQO>6k~Z-$aX6?Pu)rhE(hZtfMw&|CB}szQ4hM0nnXWu z#-UY4k=>F25jrTuNi~$&KQ@!riOovuxi^)kaVzR`H^stXZguhE8rX~dcb#rpe} z;`M{Y!yfdJK0{M~G6^^pdHp*c?)dhD<-)kE{-2=1#C(_NYB^laHi=p`naNMvhJ5!8);qMxlVT**MHOiGF?tFO71()*6dleeq>37n*sEl{HZ%1=YTiD zKq{x<7qR2Rf|)h;e3yyH(soXrg{Kk09Ak9zGA{CqnV>QgPQDK-(QiLbZAI)Wi!7N^ z8}*BoOl$MDp09YHWC?q-NjHC;EA4RbEJg;@g&`}^L$>38S{6=4&}PLRKQ?vvM*NpG zQlZmm0(+;gLW@+Ys3G`0A7R6dzt5_U2nHCweGw3>h4+)G^Nr)0AF+yfYV&{PP53I$ zsZHs9Eg$}REBPx5PwdF;O#B?yt{G14gsr8G`zRC5`t@U zSZalb@O~=yOMw$GL!&-#8tI?2!vSlr>^Jjyj=kZs4T7^*qJjJ7c3$O?NiMNcS?A9r zccom<&PEL^+|A+{5q^U^rJBMU4%+HMaN!gWIm!%v+o{rqkSRUYhL9}t)bvEV5%!o3 z?xa#BpVP;Q{U{-O)65dhMx3V0VNq14n-Ae3vHhE0p>$4WiK|1^Uzgo|6yUXi8$4@I zl}YMfke!>c&`&rW>s#?20(dw728+`obRFYs{RUvABQUX&$RQa1-EYyfx+*f5e!X79 z*sha=>@Nb#qT#r8hTwSoLRkY_(RuW4g~)!|!^EurvaeY$9XG|F@~|C~kGzeJA1bD? zd2aDHtEzc=z-VfRgLQed0)6LU^tg5utyw=YP3aB3wv(kx2&^FeQ1--ILcB(j;zBaz zu;o+0fBs%77nUP-!wN? z+M|)CtOh?L*(ru2mU)ON`QhdYDqq6CYq(SGVE60yA+%=6e&I-~22K@ppwzx-9sUl!Tn4KXC&B8~QbK=S`e(K-5DWc7SV@je-9 ztsMYfbJu@$q&{ZXRzH6CkYl@?>HKO6)z|!3=hH#X{AbrHx}(3M3^`+aHBHsorSoIr z^lZF0wy`C`F$WK$@fADNaraB3QJ$hFDVsIB9x`7%3g7!FilU&hP1;BwBggH+WD2h> z3U?_o`@T_IDbJ>#MB3J#vu6LXojr7&qubD$^(idTAbn}k=OOxE5TQvDCFfvc076iq zsahELI;@{)8Gnlge?YWoDj2{L>D$KsCADLhDcr_}#TM^MBAfhz=u0%yIA6}35 zLrHGLTeA1&*)V1`<$umTZop6khfy0PdH~`IVs)FA(E@C~hs6_zQh`4+8Vz(`6Ei?f zrZd;G-HYFNb}Jg$5YjX_e%`h0j%}JDSl$et zQ_WtLeBDN%lt{P2u#yieuuKpAq8aVcqL7K4K>Y?em6EYdl&J^~)|8$ub{E<G=T?-&J8qrI$7|#WY(ELDP5jJUp z9f5$JD<_PO)}Atl7G)QJ2({vPHk$hUL|VzI#YX$9;et_qN#nZTolVEEF^g>xS|Is< z203r!3U^1EU1OtFfb!_!9{{!!!#1LAnq(=HiS4v4wHSuLW|kY-`BEaESG)lT?s2$7 zEUp;=wxkJs*#{u-(%2;GTy1%KB|63vKptktb;?4u;g{d-!w`ZmBj+Qv&=f zWDmaMM^w81KUJY4^_D{j`Y0sqhM?cQ--m++%}UkRGZ(dFXrYSK5CA?VPn}{RDxjTL z6431LHxcvQ^L7Gsn(a_$vZ_hIH%u^m+>nH;lX>iC%+NO8!;C$mM0C=%dwztP zr&&YpF`r~Dehi2RojTRTHGHL&tm7)E0V zmC{6B0Y*KmpT#;pxlU~@y=YC-S*k@b5hwtVhFMquA~1LE2tz|PR5~b)WMoL0!)khY zm#^wk?_Dz)7=-%~IOdb8s%BZ)XO#VVsd1tG!=Y=b>TZnybb{=+M|*EqwykeT_J&cd z*iBF)xXqd3&rG%ZKG=0Kh+au(&QsBS85jTWqX95C8go>5YUAzQ`SaiI7~3vB*HG+3 zzhx^<`M!-ban27kKbM_39R!R>@3_eylFintxT;E5uh_oF4sJKGV00Qa(2t<${vlEm zQF`Z-eQ+MgTokmHdZh$Z>&GQ_?n<}!#wQ&CA{aCw@d%i9$~`*b5w zx2>rrzp*+KBa5t0SXF zsOHW~f(4O!;XPX`qdlj`;AW#8o#C+i+<%l~BNuT~o3FQLrP%nM@3YNiWs{`TtJTJK zMFtbVSP=|<&n5Fc5nx!ck8{2muPQzo0ENX0b=y$lC%B*Q;g$sx2~z5p#u@~J{>*jQKzy6QT!M2>WmMU3rfT5{fB=d3V61rO72e@;WFU=N ziKz87O#5U%!8(+FKlwnOmM+lb&^ zy~7#Fxc~6ocz^_;J%Mj$03YCBpf=)J=fW|m%koPslz*g&@YqRNQ!oN#pu3)eC|qy? zv-1C&AiT+PH)trYN(hNYj*@9xH2l@hGHj~x^P9%NuIrB4*(+jEx*R&n0Nw(vFq#VI zU&tC}YJ|Zz-A?ev=H?}RZEZcRcN%O|{BBoIH)z3z7=cqPl&gBN(*{VA(E-*d(X_#D zCVM;e`W`-|BZwPpO*Aun?ifzP1liztqFjtG%leo zJHcW?Lm}NCwx|=_(N4I4eb7QGI#lvAH2V?vu)cR5y7{&2H6Bgs!5<_htLdd?c2W5L zegq*yELHh0J!iy(?w`dY#1u$K>}xqN4VT6rgr9|DZ_CreJA*>)lhig@<=Ui7oamh6 zbGKs6Jn1DHXp`lwCQ1Y6W7FoJL&ccrJ2^f|X2#|(+o}9(MFr3xn1|3Fl;dvCb2f5Z zRaYJ`q?i^VKs?`Uj_24R+n$_{cd2aPg4}gWe=xuwsNF}%C$&N}B@X_Mx?<2=B8GKj z5n_Akln`<1P8MwGhf&MCcdFH#u>hcgY>Z>3kqth)Y2HyOjjw4;FItzlZL+w2K*EQl z*PPJW3wPn@hm~5!CxydD?#?+}E(M#Vyn5N>TiQ?=n7JHz)5(EblIQRQyeErxg7grOt@l-HC)7ZY{G*@b?{L5dhu$b64 zi$-Dyy<8!@YhIK(wXG$P9mnruiI7S*)k^-riO+lTt(%aS&LtORJ?mzaffE0t+|(B? z6xUd7wn|*95O-C>~ zb{@qmH0a-htL7UT#C&Jk8^>X`pPlp1jvqU7-ss1)K)dJM&2-}@>Tk-vyQgV|i1$Zl zNAawwmn7Az6Hp-oGTle{cQB+0)znO9ScXJumhH&Vhrph!+n3-!-!vvzqBW5MYS=|D zf3-?>e;pVu6DgS%>(2OOhm*|O|9@J5SKM`jHu{O7{~YFyT);|%SKbahMkvk5SI5nJ zqNic@<7-9KfBNNZICRS4UWo2GJl!-6PC%0&`IlpEHnpBW^P?%~9cFnnHAD=dr!h$8 zlCv#w7Lq1dT=xDJk;Ds=vUHG3ELgVV-#K5$QDHC@Qjf)u{@OGGiB*G&aLG;S%Dc;_ zX5E0DN-9tZPskW`{Z`+$nwcTvg2TE*(|<+S*J`sm87ovqVB;!v;&4p2IK#;%UD}O= zjG&Bf5F%~8HU>D&&@nk~c0Xb3!F_OV0*yiR^v8)Vk&iXgeS{j6?9w>yrZ5)zpbE$&T_F^NVd%AaDMg1L#KZvi4-uZttU4>T^ z{nuZXS~{h>yIHzd8kLpq4hd0(5X0yEuFa!Cu}hMnBJ@8aZ7ORT^Nv*6*1w7y`X6B`$(#im1R6qr z1|(hI{SoV~x)(wUMaH1#v;CF2G_&gg78Ls)qOC0_xFtDlZ7m=NlC^BPxoHt`RqIEJ z`ozcgT^w#UB$8}KII7HG?Y8v2SbRiyUhbvBroL>q5DF4Ow#c1b1n&FoN0+-@i9|3d9#nk6m9tYH92Pj7UhHn7Kmvy zj@d_+4=YuAw3PpA!S&McFo^E=up~v?Fk|x%bfad|Nfk9B+3uM^hi2E;+?d(spAoxk zBlYzS|JlUM|6rxzdT z0#}NMCW(>O-OWR)pF&8~uK1HXO>j1{HaB7^*$?K?`eV~XoE~0=8B<)!yhbPg4F$80 z`JZDgZ~;xYM* zLi8eA1jm0Y;pp3v5U%2zG8HPlaW3m59ZrBFYo(28{bpCcv}Nc~>AHf_YWE_qRF@A4 zWN=o`kV^#uDV2Wwz@v8_+~57Vtt=ZQjLMnMb){p=U-{FWdc(59~skop>w_V)j-}Lg`PF z0I8D7c#Ba~CaZE22?c@ES!W)I4zkmqsUboSf@|u`G`3A1dK#)kiv3jX7r=jsih~_? zn~2X{CM-)+@>=t8k-^N6;1>pAQn9ZGxk0}`>AP>L6;ab*Bm&s@T0H5LYjAYs?2Ms< z+lvXA+?L{f%{-gxYK7eU@Vy3}yNW+G?P&i(teWz>n}2<^(2I{iImi}#zIiBD$gH?n z0${;=5TaG$>%U$x^v+U>42?gW9lp%>)lr+HXMdW!B@~XSyHx(=42?c zO9bNP7*vV{iADCwOoux2J`8SxK0K93k_BDi@yljNRBqtUc1YU78gB_sVMTAiKh?!> zj`)j^pTAqLp`EX=sqT4$x{U}@w?AjRUeJ00s_S2nN2%PBQ)JLO!zBRtZ!x9#OztaE z%-8nYe1ABbcz>SyZ4(qexMcdjPEyac?HF(M4Pz7s+$t`j0B;N^p;XEyk1qq({t1nk zMIaM1=tv>@B6FOhAshW4N9AqOIPm#3dnA?Z{dYe#y|P4ZpBLRg$sRiXMi(MBg!Yje zv{NV19-esbG0i^njUwCHD?@B!tCwdy@7HQbsoQEXGlNaCER*{O8w^)6LeLG9E9~1~ zh!TA)19cthb}GYhZCG2nTxl^QDMYi6N=0lv0b@p*7xB6plfgX5zU1F-p*@r$&Uv|g z@oZw(YpwzZ#PKB@U!D%c;pUD3Mz={4AXO2I6~!OwT}$cqv8~eXT6KYRh53K~SJm7P z#rsruot8nNHcxI^9N~Wb;u`1&ox0Y0+(YP&l3aCIm@yKkBrmSgS@qItDt6QeTG(vS;GSTa zUU0?WDWO!^*FG8ZHLidsg!L&ximUB<<)gL=DOaVsi;W8{WGc?e4 z0HuodxX_S%Cm?1#BuJ{pmn{NjEe;T&?^#r+e2+JJ3`+Jl4u(OnS=FB%5CIDQUvp4( zwu!=kV!_xre3>;GITPBP-XGm0N?HuRq?XoiVs5$OSW?N21QGo*1~F&$m|};B*5A9R zb)wKk6;g<*E&Hxd#>LGKJvy&l?wdZ>ynozmkUkfA-r9?v++1gU^;LZG@Cqr6S&)`l zDgGB>UzJK5O7R|O2K=mPH|PHDOTd4SulJif?P!P~$wMJxxmuWrACE&*(=GL;+s`(v zoI{^P)P=>TINzORQyXTbZO((&ER#Y+`GIGbfgw~xm{%0Wq_oawI)vdw>mdJvV(3TI zqVwpjP;A7-)k%Gc9 zKM^w<3~RNzM_==Vaao$r&dt3dTs~7tX8O})Z2QTYWe@E>%1^yhV!BWG3P)dAsen?X z5-)OoF`o5%ai-b@V1|0WzxW>Hw!fKPVcK$g@lPi3EI$&k1T;helXpau!_aO-W7*hgOg4J zmbdQDA3>nPh`_*4LP5UyJX3K< zEq}j+e?eDoO5Rwj{M4z7^zB%hTJK%^SU*n zvJml44`XMab8BJv@%TRfV`PFIBTeAVdztgh(ZC&f87tyvF(7Err{N*AT_t?_+3YEXE@05AOEm;z_8^t6bmkrgnFan-%K& z9G|P*U#m%{(Iw$!LlP|BNHJ-XFQ!MDVe83wmw zLTGJ-2R7Yc&{$j{%NEv$M|%5^#pcLlaZ886%)B%Ccdia!_%{azHR7}+{zAoaDWkQ= zW8!Plhe-x}lgC4Gr^b}IHx0i%c$5S=E#Bea>&29CVa1?txIvftJFlv|I+YL=3${P%5SLY+F;^PGU0Q<*8z&_K8Au6> z#Jo=QP=AMR_wH_yY?XlRjo>kESIyD@Znq0AO zfZ95lhDHCor8(yCU0AH4x0fP z!PN+G3N^2TwrX<8i?I)ugUsGdS5%Gh3oPjJAP3Xl%sPI~)TFco|FosShhRV@{8kO> z5BhZoMkKW1A1Ix>C?WiA)w7ZKV~XLir&T@LUt;Tif>(l#$IFAd6}e0n^@G4h72%$T8O z_Vxq46CPB3i7WyJT`VEo>pt~5lQ6C@{$3#poUEkZ;x7EA-(h@Wxgu&qPp?pKhiLC_ zvKDPDG%!L!#6C6JIPukvDMkwA(~q}1PwcD3=nmWjgfE=Pik-yaUSRdb0|68drZSI7 zx!mdK(vQ2Q&wbA)BY<-{2Z7jp9ds8Icsa4_cii&bs6z63K~OHw`ygA?b*-B==qW)B z(SCVZr}&rcMNAY3Mkt3VYh~8LkAXy%8G;IyZ$u|R0lV#Zv4X-@_(U}%Q~S?O?!*e6 zuhHJu{1GwOOZjZhgucX#FL&mHF7r&nDQ9C9C1afO#rZs0<8r$^Y{HH}lsYSJ-lnF_ z|18DdyJdYZ{=2go-uwGF+&0{WUz}+Xhd8&+>H{!JcHCvi*51S@>*WE~&|?cOf=;@+GN5 z+aF~`C@$Z%71e!)lVJMvxdPhF*s-X@0jomdUNW1|DW^0l+Zr{nEF^J!s|-X*$A$aF zNn?f1hlXfUk@1~W$F9KN)4-hzXVJ4)H520YQmHE1%_C>;b1Kgbqk}V}Lo&%5?OlF# z6I@vfn8jlFFPG`2f366|xWjBp`Zf5l@G#TeEp^>~9Vv5SsnErUfGo#T5%^Bm_LRW(+dJ z_QpoWM5)brV^&juB+oD@>{h#7{BN^K>VqG{O1b8|7d~IZ)N{OI=PL6O!s`CTq%`@l zGNAT`VtudsBdqA)6crU!2xCvv8q`!(O>?Y4?2@1?lzca4-#TP4LqTIPBLsneHSdE# z@(1@5NS#X`zT&%7$4seaVq?%_hJ)!UD=Vimwwx3Q=S^t-_kTwGknwaGHwq0MT3 z8z(13M+Ysaw9b093E(~Q~fY`h6odeE#ePkM@TaCXS#q9^by{Bgn@>TQf zG?$9LbQ(h;B1ce7dzN=_f#@*1`HEcOwJif@(fbSy^<~H;>V?QfpaD@h1S39G9h)vy zYe1Ij)P;MTS%7#i*nY?!Pk5OH5}IdHIqe{<(5%Jr;@pQ>yA4q5?B#5$&~qbmBV~%U zS{@$0%i1b}ioZw!F%uAFevn2G#>2m{E0bnte127L;FbBscft8?r6Q`FHTR%F5q%-t zN?DFq@tsS|4U*xtkWGASio#E{2Y#FCmiSpZd@xey;NYi5(MS%!VRL(4_wKOcj`w-L zy}g|^*WbC=18$D+BySjN+)1ByqgnN%&&;epeE8tu!Ie8|>#mO-6`jTjN{k&H1}D9t z!%EV6fZ|j-b4ogQIW=n9{rVw4)A=HQ7MG|1wy%Z!b*yvhuiNT^StR$J&>USNVP~vW zzo#)MzfO?^{;7D;23-^yuS%ipiB9RGz`iN|iYL8n+ih}hZf|d|ch8_badh*n$70NL zF)pr@j*gDgXHB^pLU7w-4DqO@Ct?s}V<`A2iyq>ZtdwO~TGH>AME#FNw#M4Om?)*ivdHS6jWbW_if4tOI z*>;r>bawo_A((rs-mdj)3uAD##A=9ZbpwFe@o3_V#&y#(c?K4Og*<My7V2k2GJT_~6ac+mQblNu^ilB`ZjZWi;OZn98<*{Yaoj_X9(SylnpH zOJQqIlnMjrn}+d$=%1C9H%&%j-djKDiBNpa^46N2^E-347jJ%J(1*hcgvp6+q#G;J zB)d^9-k#69EV`62n*Fw!>F;+7jv85!?E%T$bRy#c3U@Bdhbr3pDs-9;vJPJd#IKiw zo`LSCX4bJp>kf$fiZ1Y`p{AkX#?uPCP?EVBQKB8OshOM8m3;Biv@$FAg_EXkwr_?ESyjdAHSv`_0qBaF#)IkeV6CQ zxe6Yq7Mo3#uWtpa*?K4-XrHn%L7gCSoBQ{_1LC5^VvXV(TU-4PZU$&?{{{(&*Pr_> z-_v{)_1}?Y**9wa;0ioP{Yi`<^uZ>#8oBcJa$)i@mTJ;jzWvy5rgCtDn0JjH|9ZV7x; zQZlpoHE;tn7EXw+RC)Opo%2WcwP=|Bckj1!;v~Dxx$~EKnl}qKej+XL4g%UAzGcoloIc>s6{rY7zN?bgQ_YT%{7w?_1UZh~ag{w-qhUSG#KhZ|G738?S z@ccLHS!EJ)fDF;}h#_{umgD*(JR;pv;kP%u8&{Wh8eO%!==Ul7_t{w~Z@^C<;zAJQ zSQzw^O)RJPih%jGP77WYDmyABcJ07Mb(dwq?Ow$43D1b>An94Wn=Auz2oi%O>X345 z33npY7n8df-XgC&pe`%hivn_We8bL6SRnfU>KDvc=3x^viH^441&;(M|TKh2Y z`YB;l`kV_yCE<0T8@Q=U6ZCNE2=xQPNOEs8bH&`ZhUeybm!BU+o)VUC%KK=auTD25 zEs{3yCc2MS#(gW6pCU0dZ`H?BBgf5(g)y8-rubHFBrzcm)lL>iHkd-rP{Ye^JP7Dq zof_+Y*+5a4+(oGcf%8hFwtbF-50z?Ri{-iqhHf_#5{C}LGTd+-rY`ljS{fGQ?y z%0TP2)V1!u2|`j-T%02flY-_hgfZ>-ep5Afzc~U(l28b*2+kl$O-7o6ma2-S{aPJd zIVm>HU22%dqp%&#k@DQSXgaSHrid%>UKD#%(pX{mUg%Q~7{vF6Ef<%&9>h3D9c)oo z;B3o~!YZvSE4<>TMDmcxE1l}5lb7Epud_lWoO0?9p%T*536Mw!+gv%~pmqQHbuHt=D7J>><6MPvQzmPK^ zF{lqks6zTQ;}p9hsywJgvW7U6#CFiyE92_Po$G~Pxcb0S2{XkYU>FmjymGgQrRE$j z)t1iE^&zA|2yA1qzwt4<`OPQ9_`$&e0#WzTd&!vV(zMBqdA+gon;zHEQca6aS$SpU z_W3Q~zh=~}G!g7o*U)(UJ^DzMXJFK<7*RXL^T{9jZ+TfpnqQM^i}5%T{~l_LIs*#M z8o^{Qz4XOLk^kffHQnJnG^Zk`q@<=cHfZ*JxH%sjHk~|;NKZU_{30hPRjbJemw+-ZVyZ}|Od`H| z=}m>lK;l$Hrc?E&REP+b#k8mn)a~;n(Us)r*)OnxkA2SmvB%1Z9S>E{ zHio>8S(hqU8xsD=%AYL72+znA)E)cDsBhx-2G?HvDjL@%qoFY{YV|rmq|4mOJXVHV z+^(#4vA%A-%YFP#`!zdzp~iL#xUu&@oUBY=Z*S4}Yw7!8chiS8QlR2ug|B7)v!%Jc zo7RjX`u>WKfUpUE7k3AceYiB@#3&(JJfJrWy=X8vBNz&cr7L7&=u#h6ZEAA-93?nA zoW$sTw9r(O$P1-dItXvtOxr{t(hvyi@%H^5nU zt$w=DeNA|SiEp&u&c)T;@|pj6{Kbdt-(z(FP@e+#m@LKMcR_Pl&wh-MFp0Lfq`|k4 z{M0yHf^^$gz2S}IxrI7-hT3C}BK};8uN*&Z7-C!1;;OG0em529^%PY2*hNG{i$Wpbnt?lSwDWoP_c6;INg!#oS3%I5yhM3+R21mBD;21FX67ye zX>3a&!LcJFngBtq&-F>|SRYx|RfyC49Jk=oB3>HONfpoZo3?|>< zjgQ3^T)F9R2yOHH2jCSF27!0p=DJ1#D6)9uy~nl)q%*z{Ofy(jlC*ZUGiO)?%= zX`ebD9v&KU{m=YfOQnri$4!~Vf{aWJvobPfnjA>gTmzw#0W~S9W*>uAcoKABPu=nW3@6+7n5+z{}Gic(HI5`p&z- zNF=G>w^1y9Slh?tan|*IQde}Y>S;4qfjbDiHmzCcg~uphaBJ%B9LnRS?7FJQT~Gqw`KaW-1W501r?!NJwlSO`NRij- z65yrk%OjVRmw!cc^P|aJMHtrB!|>VmE`3XaK5Sn+rNt?lv84>O9S0njP45Fu&Ew-E z00CyI7wPR}k>!$6P_VtYM?M6CFazHDd6~BRZr0@98yN-hqyt^~tsD0LWNr1$G$?bfFdkj5baX^&i}x#DUQAq)1Gvm)5Yq=U3C^q-UgB?CoCa? zj;N-ktprdo8@~`ED_Z?hb7<1vr{7JEIx6e;?X)*@WItEA!}(C4v~MNRUB4QF8B}4b zqRK3P#V;iPY+D!l?Q3mcF6(*`GL)MTIbYo}2aBYwwa-$WkQgu1pbzVil-C{iQMuTA ze7FI;#lYZdXk>EVHTt9p&DuZa{J z_&eHxoS9pH`t;Fv3g7>mCMMr@s)xuG`L_8^8!O?_iXGU$W<$;Yz)W3%M<<78F{1$4 z6a|zKj=6}`csC?w@{@qY;(K_ps)h@NzMuK@ntp9UR$aYqeetSLNXm&Km0^tXJEj$Y+EfbBc9RaKz`%Q(qKDE zGwyr!`v7ZHnz3-_nD_enI{p6sJlvn&RMtuZj7@L{AU0Kj4LX$Aj*EzI9|tv3_?ePS zu(I+{=itoFNLfV|u~T;Q?L8$84O~eVzxO%(-|rWtj>IsMqjOlne0TI4TBHu!7JUNY zNJr#rIfWH9Jb#BU5$Z(s(XnsaZ=$D~S#EboUhd-r7oxjJs&T9M{4<)nBnoO{Twj{5 z_}5ZMp7eX3gT#(#OwqH;bK&$fI^@?cPApv@n8IOrHkw)jms;HFW%sR-2}F*VA_%b) zY$I#`N{jM}uQh`$HA}zOpxUxuk%5l=%alo2-bdM#Brt)xU@6p4EE@@OoNl6$@;Vu^mccjmYUpT zc_w4lk1vJy)j_uZNo0_osx}8n0*%yN&ULG;@2C)H!E<`?deQrR{+nVgj_U>Y(Rjc` zeVkK@jg5ySF!j=}+?!qN%CnSlajEsDSP-g%Lv34EK0U^oWW9EJ#3ZnE}B^ z;6vd)9$6*Z&x#Tyyrfgy)JVY-H`3dptDwmq{Eh zD#XllE?q8~GJu8qsTS`AupA{iQ{e#%2v^Kky{u++q-fp{{BKYMYVKm zZ@9BA|73?WNWhqmM>aa=3s~A*WkIo31Vpk-YO)|FY_fvFR(~J+(Tj`W;o)1rbG6%( zzO}W5yWncJ{1lM0jihIZMZ%Ez0SASF9|9xV>%eD|HyDmZ>6XVVjPe1Qu^=%F&@qGp zpn&o6HDf+CJe5q3&r2<(j+w6}aXdP#D`#6Q-h~R7)EY3emf>mUXml{4xtoyJ5sn__ zC578QQ1x&0mbDmt%*`=*eqmldt6q2h)GliGNPU0ZWK>I}PnVxsWP)}^{|*H10;#(( zmHwCcku+a&a-I%o1FpKGiT=yx;Yb_Q?YNr+Vo!j$WnERo`1{AL_lJuu&$-VBN}ACK zM433Gx38~tueZOyc&vHsq{jL6c_%>$GrqlH`!-ib(yR@1SQSH6WmCCtL?DX}0)jOK z<>?*#3&E`=C3D~0Lp0sarhGRc_&v)Hl@=FRS~dk%X^d;aL+QK1f;H9g)RTKuILqf< z-#K@cLon(O6vybDW!g_Q!q}wc*pT8QdJL0s=Q8B0X6%HhHe+LBA2wb;Z7eJ-oC5tL ztxVwa<8?ZxHT#$7=wvzSU!a&5oKVgPIEbF`tv7k!fBmc;}=UpdORyuFGVWy_E8yA#dRX89hDwx0F#BoAy5{x}@UTDEP66}odF$*fkjpX3F!)u%3kL_Mu_9%JB-JhWM_YKQgh{G-9 zK*LTPh9M@>tkk~-eN!XLZB4E3hXNhINP}7{d4GA3Kp?9a0zrl(O*pC?pEy)pQquo& zZ}NMt4*-?}1H7=bH2)i(mI}klNn~nJ&1IMsO9+&{Ksk?>Qxcbm69WcVN*xZVZvRE< zM;>yiZiZg{QcNWd?YE;=wnucxvkwf*)47G3sgg_7MjXhZG4=Arhk)3Hcj-=|qh?2} zvOi4xe1Q`ZrE{+o0qXSp8gPGg{ACUypbtVaQ%(Ezban<@afiB6IGjUeV(%+KOy9cS zN!*I<+v!zk!%X=rVF;SK>TSWsp*M}#oY}5VNb1pQS0v|Sz_6sCU=8rbnoQF!zXY&T z@8cyL*-Z5<1=_p6Y1Dmau=Aw+gzC@KXl@u+;< zp)3}#_;|Z)FM7F2w^~86LYFXkn{`y0B%RR0-|&*u0V`bEBck8>CI(Gzn}dKAIGvZ6 zV>1L^qBWeB3U88U&(a=_WfM+1o^SjokXOc`6r^HFSQV#tLiH zsg?5iM}I)WADpJfk7c%$Lr2VbjR~WorhNQ66Zxvc_pUoSh4ppLm)RPC?kei&aO~H^ z>pc8EDi@+01!6*2ZDrunmo?UvWJmqDEf{g+Di=wS{dS09zAiZe$}3Ec7wSckTe)xF zMg>MtP1XJr+}a{5wx8CwTqR85^28LvIu?_~~o@s2vy_v)tVY`GcK`6ftn8$6`fh0o-Wo_ ziin7(l7h3n!04JObuxaX|H>=uO&7snNLH&rsH`LZBR)unHa2!R3N#!QOh$%T%dbA@ zYSc#$QlLV6qyyn^y7}0-0HW;IRa$d1#XMX_7!NBzuFmvl0ORsR6w2lsS(mfmmp6UF zIZb+y?LG)+C`z=G4ds(V@zS4gCSACK23+4?#Wl;mW#QD=&&2ImhM>3loQ9!lpwIZ* z%m)QXP?&ov)MktF;*Xb5g^Snc45Ux66k|E`O=OLX-Nkx@v&ZMjeLyH&DuE~ueYnm5+ z`Cwk9Comy2S^FRo_5%EEWX_5RmoN$AeY6HnQS*rQMvWTu%O`#oh!Bx}nKnI9y(g8u z%Y5wC8#=JS$=#f9Nu?IYM%2u}X6^B0DP=m3sez&4WN#yRgXM?AD~*3D!ijvp_srHJ zsoU!)k`RG*$Gt2kSF)XPcZ!5a@3kDd7}wj8SW{*jf`Yovc}>4`i29xGj1{Ps0+opK z(%@0*xUJHl{AoG&whI`cPyYT259iE%GL;V4=_epr+lVIGbZe@w+L|nD`CfDsIK3Fm zMpefQK7!ISV3Ik+h>%<3eck-M!CbX$dQfg4FSdD4RH^Tk&Lg zc%smyj>S?WkKd{jC1<%9m|VXE9oC`*jaF1i;89C^-W_aQm}GKumrwVyc$ITive9RV zr3`45O)3_kfdJ?Ub}{ErsltAJyd1PSm^P$K!ouSHxCsni-U*Tde@*3_pi?@EkxI{- zm4W__Zc2+NJ8Ya8hg%bA{=vcm%T)sxY3HboPHgjMDz`%>^Y@it2 zEoKJ?Dbo^#zcXszI#Ab+drcUN7V>}_3b9ju-r7!^c%C{fdbJpPeQ3aaV=>u`#B%rd z5=~`?z>s1G9=PB7$I$DCk}{7yFILhYmux1JF6sH)!c^$FWRW}%Q`8N#W66vA_);Hn z5nB4T0R^AZcwX=PF@liIIyN}#`vA>}Rl6R&(_fBQ<8t{ihn+D-q)x@5FIibF{Rd@$GbsRX=&N8YkZHsd$!7g~Dt7KjB}+(N zB|PdhmY`;=*T&PzW?ymyD&u;0N%POgQ!RQ-Le49|rEEV~LcRbXsVU0TD3_m({zWD% zd2S~alnrrK=JAJwJR#K{&JpkfpZGrtmnd*6$r|Z1s|Nqf6ix_&r zu3fHEK3N){h(o=goG!{BnR18CqBy%h$CTO)i46u8M0maZJGjG#VnA6A=mGGnjd&8` z;%upH?R{>4?^goc^zx`p&AO#!S65fX{#LcKbgn{boMM}fAZUe6DXL+UrV&Sm?k9%g z>->QRaqh2;c**e?va`ZM1 z$ba69N92VT@m6Zb2pBT!bZfv1#(W`&9#S#67w5}p+TZeO%B}0`cDHJOCJ2RG9!ApN&3_f%;BK&H$Uwa5 z_3|$-mBf^8#Sf9&UhH=~?f02TUIDDDQB(DaTE~T2ZwB!D_Qw%w z9XBx@Y>3w5_InfYr?bkygY``RrRxXPrXQ)`Z+pGHEl2Hs*Ex$gM6$$D$naXHcL#@N zeT10sJbTemg77S^n0yC1=Co>R+krX#NYBX9%|sPcSv0^GY~hu%CiecmQrD&&bH+z9+q=YSNHxDkDgi(kTHA1di$V z+}=oC^y8~(HxJi_XG{^lmZ@;M<x%l)y5Fw`HO&j0qAtbSTlaDK@Q>*PZ+Zb~`CF0^zq)@AZk;}f_y`PdJERYgO@ z*~cAC@KkgNnGK}a87!o8N#%h#&8|Eqd@W~pw`8%!p>7UPLoF&6@C!-WN%@vLiw;(> zSR9++T929ct8BelB-RjQv=D${D1Q36Qx8TV28XA5ZH52DG@=iKSOzgEPXACc)6zIM z>wV@ZDNMC;nhK5<#m&cX5+qr!Iz{_b#Y_IK4tZr_aqgac$NIUIfa+wP5Q&$!@+u7- zmrA=?!vE;F^bq6V|RG4E`| zgeTFG3e|N~2!J#^Liq6o`ET24Q9?$PsvD zlsdDz@W5c_+-DM$?1?A&3#@O6Nj(SU3Bhf?UvF6G%#!FN9MyN}Aegh+@IgGVQpwoZ zm~l%HkX_k+eew4E{5&8a06u8MqXbhoz%)P26n4PWbQYY@hM|RHF5;eNN{*?r_i4u$ z{3s~r?}l{~3x0(w54rZE^lD6zKWBc3AGW&0lEWv{fZAGwJzEdOT#YK1jOf@n2ZTps zi&XaEYn#%#e8($#nrTixWLVGQ3Ur({zjhNveeZ_Xt4*Yrj}8Z5O`Wp#y2f=1ovcG#UdH*BLuLG2uO411HEo9ES5-x; zv#g88C$r&WC(+(uuZWWSS!KBz6&&ejrb$ICQe8>dtuznYHZ-yr-r*<_mJ%~Bm4v`Z zllNPI>f{{xNB*Ztc3bn($w1aQI>s9QUy|E3D56C~ghDPMuTC!HN9NlG{c28Vm0Ba? zxMKj3g+J9dS_``RFP6~4H~68jA6kPwYrwFl@duz&?xs6{^W$~#MIu95S;Nxhc3`D&<-p1+C<d&UEX7tF!0Lz&K5>Dw8z9vElK1Id-vrHW<8xQX{l@7!>(xQdpiNE3DP;%0goK2! za9v~LO;*QkR#{mY@P_yCx%~(1l!nH1Cx_!j?gYg*B24@*&$Kf%v41c zpYTpd7#ENHy&e&_hl=$ZUh{`{XP54Ki#!nZ$7w`_Hv>AA(=;Eg%Z<(`)k)l2uIXP$ zDY&(`v13who$S9f!#3aK5&u>VP-qR8S0%q`hjR$sN9pOaTl3`7QUFlQ(z?$QP{|tF z+baqW_V@o82qw`J2`_bHkv$TaH~w@A`PRjn${6{hgc#1=*G$0gj*kMxGG|#=WuD(% z+1M#eh8pw1kjlzYTkz#E!{tGS$oxZ&W>%!l!pF1KvICG6l;O^P>dbi^lLq%q?moLR z-G&%mX8~~i?gc#e;+VP}NpG3*UMe~m2b4lzPI(y@H_05LwaXh9AKU8nbXoWAvHiL& z$iq>oMDI&LKs}tDR@|f5pqxe~&>!F--o1P0>3LbzM|0naF8zj!gp`ytJw4s_>W`H` zrta%peN#gPS%HXX%%+Efa4bPT+oG#iZ%IQv4A1}JAPt56@QNwpj|=8T{*>R!=J_s5 z$_j!|`MjnOWmwM}B8y~KHxL4i$k0>Xy|}#8MMKBD^_R}w-{)11t~nwb z{#JE(8!N)Gn2Pwbblq(xsw#USv8u{_RW$-PxAw2MA?=ZGi%5bv>lPwic#j(CeO<1^ z#kRPr$0EKH_tHB^#!uTl+j|HZ2+&?S{bc>56;c8o5npCNq57tcGJe-f@Ds>9EU`*K zMhlTwfCGah&~8U<#{30z`B8Q}i+mtRPOy?vW}(qs>I=SHR|zVwEB9$a z!4q4vR&U9%oHMR=HdW)!e+$$Q?@X6n?kVQA9XTsQKmzok^#b!VI0Mxkzaxr&ri#~G zJ_EaEfZj4*D~g>FQ{K$N(tn@iN9sE*hf&G%VE|@qyIztIhZ1_F4K({IDt#Wvn8=L# zU0rV!Y|e)Rbq(zoU8$Rj=!ekP;R1z|fIn-55Vtmw0RlEO!HkZY%7Royzf$ni zW&xQupcB~R2IL<2E0-8ezkts`+I21|Be{1QdDy>;?oTar1@1&lCm(ykIzikas?d*D z@e3%pqCL!xPdu!HZZ|zFr{=X0KHaeqnes3ELXk}jUC%&4~>R_n8LX&Ri$p;A%mqMB4Aa27SqD6RomTn)2*8#e3$Hkr5FS z!x%QbTO(!d?KPgZ233x+ZJZC4l>rCZ@9F?Uk~eqMVOa?mC$wC{IN?VcH8Tv`-VQS( z&t+X~fjAj;ZR#ztLp4pX%>-o>1sX9O3WQ#kZZNSoZR#NN-~!A*=TLxrNGUL`DPKx= zf|RGnhOHHW8NRmA(-cYLyED6;V`yj$G&%9JdhDrV6sY3ysj8wC3RaSpA;IL+b$y%* zxcQAghzzs009~vaV<}Iny{|Y-bZg>zgH@YFDuugd^jl_6k@t>{xVA>Rd~E*2?@w%G zT?y1pi0Y=8J2j6Vt~E~!Y+ekGS1#`O*~!$kMuf&2vKf27MTa;H*CX!W1Hl4-W>>6ENEd@X+0a9NQ;kQ0*$S zQ}^M3X$hQI^ugq{W8G+pAu7ra`ijG_q^cK&sl)69 z?nAh)}r4(FC9NRTf3O~_rSmwOh4J;OIyBKe1zbua--6p9tZu{Wcu2aTeGkrqUM-T_?xidKa>eeW#4 zQY2jhGe`;YT@gz^+I%ux_dB$i^j>8CR_0nGzsPbE7b7~=qGg8VoW}`v9?X21n)O}Z zmekpja=WaJ)#=j1fq#<6pguZtHVKX%ax5I>#Ps9mXh~<>HYvdBdBG(99obnxt!YyYSi?9=Vl1oT-UgH+c+gGT2J54xWuVy>uSx&rSxb@E*PugT1+9KkflPI1R-4P}rF@m>8*)8;{Utra zhG!DGXc_I_q#!>V?Gklf18M41yazN@;M z>I4d#bz<1@*gL>=CmT%rMyDU0K{Ik9B#%iSocS?0DmLxba?MEJK${uY2bu-Q9){mP z|2Z}?GyhB?)6 zEml`I?$U7Ljz4;d(st|KvX-yzc>cKX_R;XVJl#xcap{nyeM#W=v}a7-TLx*h9G1Nu z%$pT?at7J9}6+Zo=b&L5QJl|@2k+K6_ip=shNrM7prOs5&{+U|Aw*pHY3veQ zEh7LD%+n}WnL3;x6PPP||D)0*MH%@K0bJ=@wRELEZ%h#hZ+rUmAwVJ#zt6>EL{39B zXzhM!5a46q^nWy6Wl)q|8(umpu%D6Gaphd-m@hde2lSDlm)U6pVePQ=wbE7Jais{;4 z9%RBXZZ3X~K!^<>;yHW4rzNT;&X$E5j0Q_MjxQeLlsR~GLq;BWh;@XjoT{-29uLQ9 zk9>lV(N6$UW_(<=)lky=+@Aekxdz*&!kkN%oucBiH(6e5M^1nxyuH0T`Sn*3%5Sco zBpn_xA3AgU%SA=FnrWY3z#ymnEl~U1G&Nj1!ov^8mAlTFT{_4gCQ-^W(P9Lj1$)$# zydV;@IKI;BLD6e|iN*iIddhBiDjKc6VgQCIfWMJKT^UDTNnLr+f#UYH37d#*)^5s` zFIx5qIS|=S9hThR9|MIOm=g<=fB?%yJZ~a3jyK{vhk5^%Zq4@i0UNPQur?+8BzyP7 z>%!oqz`u58fa=7FwJvB4-M-05`f0u1%!#$nKJwcd$7-y|=d(58L6?vdBP%18$zsSO zQ{v1QwNA;HnsgYp#aEN;R$3|-*TO5#4^HQf-dBtZ=IBulxy0|*1fklHAjE6b1QR7zd5;g&$B2*L zGnwaU;{mf2LF!L_53ZjiuGv}o+H#TJ|M4+ss81q1bLtaruIxONj zK!pu_u?l`rHC$P-NXHaOAnR%3>jG9pkOvbQ@yjNjAo-yb69_rX#A3Saw zk^Gi4xanG`M#IO&!I2G=-v6ny?~ji{LPEf?usoBq-7+|0;ie$m7gx&rg1g5)%5uvw zejCQ~(~B2UoWJ{}E$mh7nJhWdv4ul%o91`!t4k+!(%jp39}mx*448GSTXv3~ga@Dm zgflDzX#S*{ZW2K43qEWji`Z=@sHCg@;7B)4z6i#)fYlHaJ1LX7g*b*tp4uqscGy$B z1$30>Obm8}j*cYg&qHN1Sug=l`spPKL117y(6;{j_phU)1Ds-@s98={mNGh&sRHfE zY4Y^}2gyn2r&;2wQ03nDf$6Up_MH8`g(PVVx>FMe;gDeW!mA)Sbsr3%(t$CqUo@z( zpvpVKnC4Mcb?Q6gP6Rb&I?lvyGk8;>!}ONG3tBrHubNS^)9A5i(P?lYdt$bp!6=cJ zsZLgu|1rCVDmtJcz(dsVhEt$DEYu|)kG#L~SM+t?@4TH`B1V;~dY{{ePXW z;DcPCVk``wMo{`pw^fz>vh6<}0iIXs|8NiV^o{x@3jiR-iBB42%Tp{=E7K)GhDkq~ zV0LJ7_RcB5gOWGjFA~4};a^uf%h+f3J3Z~Uk~zU!EY>e^m?R(9g|FbNYX=9p4_9Pc z+uLqU-we9QUq_NpV$+4hDU_9$fx?s0HtKK^3*l;Lf+Yn-dbz4unBemZ24V|770$S@Lnb1P?%&#G^;DZ57HB>TjTp z7b-ot#rwMiD0;Ra5;8EV+`;}cWT;41n4xe-+5K73KU4G?R#Xq_{ebzTF~+nN?qF4U z59uGvaVq4w1+e^fea;jGFktI^_xRIfmCKY5)CBSI1Y;Lqk$6&Q-$d#o9f$QMjhk+j z6!{kVTDl+lDW>4R`!@Aa0MHne&M5farOf>5^U9IyqYY9UjQIR2TizPq{BgLAPpkr~ zaVaH+0}i)dGO1kt53iRkCew~uE?ipgywg1hPD#&d@4W0Dtu0e)_15<^*^@#J#XfBB zj2d+0A6~r@?UTGVxDXCRPkv2${2+6gGhKk80ofkE_lo6Ggsl3^3pKr69u(f)7; zc1gg;{}pyNwzRZ#b*-*gaN^_FGkWA*Tkew6$OTfk|Xz)Goe zNkVFt0+ymP?-fv5kBMI_94@vze*73n(Z$C20D1k1Rg{=W#%k8wtmj7abx3@fEOX+3 zl$;n9ov}6ugm*K`2 z5T6E-2!H8aQo?I2)@@h|cqMex^NQ7?)v#jP7F6H>838rr)ADIs=@LacrJ_Z~VG2m} zFG$+RCdOlozGuvPb-zJ{>fNkaY^&?-C8$f?-r5#hE*08KSJGr<{p~JNViF=5F0AHB z^!3$IgUI9Wi$X2#=gR8=LIfE`l8=XRAaH1l_?l7RJ09ej3P z^u@h_@XDpG^>u$JjtiUZqX1k+3b&3YjLy{81JYl}1)>kW@xd4DEbE^tr=)WbW0|d+ z0mD$&K}c_DWS#CvD7v#js;PtBC*pPLZekAgew2pcv}sD=!I#pR)}7=G!N7S#A;b_& zyY``satA_AEhkcLRv^(sX8HS`fo{|y)RF>XHf&Ja{+3u-N-`p}_ZJ zQ-{qnmqQhI2#H*-)N9VsQA#tsr(&1ulK1PN+I1TgkH|@bqZyRPY_|RUy*D^ORB>D5 ze?Cb?wg1VuTa1Uvmo_mst`SuQmsi65`#{&16TG@btJ&k1O7v%!iq9T@;pd-;?TTUc zkG{i8aIDsBy15$j_j_+qs9X9z8pG`qG;`WCO*teyFeE7^X|Qk9WQ`UYB?uo33=9NE z*$?+^KwyZU?O~6#JD;EKsuvqJ)qB-7SLJ=|h=px4Q70@2i85mg7BOx7mp8J$oV(0xM(vq+m(4%g-0_pke5T1p zu(gY&M?||`F6|&VA=Su4SRDTKy`(!;g#jx?23|hI-Y>koLbW_A3l-|w22-Qw&eSc7 zfWigiQL!*FOPN01)idbrtB$e36Z5tIP|{n{Iq)oBQ2$7N`zfZ!>lIT#bRtR=HPbWs zELQ>|fj}Daf{?g5drj79YyQ3;eR6VgD8^vU?Fzw$e}d;pNdqN~ibMZ}ZmF7-F=|YG zGp;}YJfKc2aWxliYK_8>+^U&`oAC^$P4&c8%R{Dr>0F+fxG=0gh&(>N9j?8{4`8$AXp8dJtV{k{w&5P!HnOpQK zoh7`&NIoA8%N9rZ%vYipw6v_{2gH9f=eT8wNgs!PVmXzj=MLN!`fn>7$(Bs^bg^`` z2j0=;4+r4|e?R=~9~D0f(3}zaHB;(2tTZEJ`~3NH2)BsHoHaj)g3+HLP}s!2nlTgw zdYs}f=mE`tH&3qqE2T=zz1;v(ouZ;5iR%f_&(P2CBjyQkdyMM>7I&-^n@&?x^M0iL zPACkI1_M%}Q7{p}g7%V%F(Ja!6+KAV966g<%ZBo#Alw} zX~;XM6=({ytBI=J;CsAql?oZFZU` zO|PMXWw9?H+B71CU)GxykQ*@R$7Sitcr*+vr%vHa2V2Ogpr5*Jp5BD`(ooj;x^vPB zPAH0+=>l%1yNE__@s%SYrc{Nc%{@nT%x_c9s_a(e@Saw_Li1NkJ`SUTFlwm+L~oJ1~wL8@uvyV zll}RtG%uYR?|JT%PlCUj`9N?>>CCr}@$14>xEZ(|#+}zpJZ|h1B&Y)(A48ZXf^m() zT{PHHAaO}V!JTh(C;4hCY=qX7>Uqlkc*2hj;-h9P^$xV1^dHVeR+RHv-Ad#P@XXbw zAmlbT97kqRcxW!dgrRJO3QgchZGE* ztL>7IVsQI}r3a`!>m~}!%xWr(gx#+Bxhu-cQM=4y#n06x&(wj9nCLt38AcK#YFPY;=4 z1{%>HdN2}}b8tjQ#e6F-m$=G)_LwbMtz_)P*Z9-0T$g`gk^(C$306E8v8=2d7z==| zJ#Tz4-mC@-y-cWnUMQ+wE#sQom+gQl9>YG-<7pe$G_Yz(p~QEpESL_X%-hoY zFO1g{(El}gV*SINog=|#vCV?#+Y{eml!j7!5yB1IGJ_e!-h3nAJ#u7I$2ksmlY3asruMS(;Uw^8Bq~1VuI>=E~ zIt0Dq9XgI3&E~2Z?T)Oe{?u5Lj{KV3*Fo;x6pV`aekhWoe2;?4dclypE1`(UMtb`D zbJaP_*D75Rhp+`o(IzWk27}xJaR~{|I4F8h5+PZ#b5&DIGhd`>aaDU_7p6fUVOAI+ z8!W+3cD~+z9%Do16NAp~O!xNT5Y{SFMnH{h?N ziiOK}t;@d01I6^K&fLUcCykev#@O`RV4#_6aQe?EPfvl55fqW1CF(iK9UV<2q^1yA zm;h%b3;Jc;tvJ^~Uj=H1&4#&Xno`?bFxX48VGZwgWXg4vB#<2AU*Xtsk6W3weAr3r z*q<9{35kk&1IMTmGcH8X%#jHrpCv37;lsD#!d*)O`J)4u5E; zun=xHw=(2qiD_CW(iVtEtro&DFp^KWCyyh?+Xn7oEW=BPd; zF{3*8F?Pcsk~-<@)00h=6D}S!zr?Y-Hy8)LTojcf2R}0{I+8R2Yd~(@{UrA1e_A2(L#% zp&j%-BS;;Rqh6K@E5(GK42D%v_OcO2A&0*@rm8`RhdS@{hNXN(M~sCz?yV zXY<0*ChrRJ=G)3`L+jIjnZL8|=L1efV3~6OX~7qB{@WC8L)U{uls@%Z39Ko8qnk24 zKK^fbat!o8vOkTTnV!A_!&0J6MiLutboBD=mUxj(pJ|l_@73a8A0cwAr^3$vmfIg% z!EOfHg^0Y>>$4cIxIo+Q8;?P42lwv2nSzGomsjK@l_`DqY=%b)n z7N6=@7xKQV=QUPJ#<*^ic{(l7eQ5zDmz}!{YgVkquq2(g`Y4l3Vz%UB+#O z;6|9nTT)U|obI&j%;%&EQ7$rXgQe<6L{c+z6|u$FK>+64$yy%GU@1tNi!@ZZc%Ls_ zwwoJ|TKIA@)lf~qVH%0RjZRNVNjW?`eD~r>w5))#BGcritIpeLxI`=r4;>XsM^P7p znanH@%tkTmGq=-Yp%3|)fmjb4(i=xqnCdva`h)CDom<~@RKM#6h@Vk#J^%e-!nXIH zKa`dFmmMNfxQ-Vd4OnJGs0>l)ub?JT>9o|1FjO=sP7uc-N#jx9Xf8QAS&_~4$Zzy@ zC1#=+>Eot_cm}zza4IUw#F8Y3d1zyiO%73n>TY5A=f~_bdI!xM&^(;EVAY3;A{&a( zK-kHr@CVZhGtNUQqJ*!!i~%2lwO)kXZ4a6Ku>RhI8FDAko;qi5zZ;-=n=^+s>R&3b z!c=yh{M`jtJLB_YxHbz+zkhRHRI_kDlV6-X@>$TTv!bFpKXqT4biqV(^9$vfc&R|C z&rMA_ZQ)A3;(Y-yRfSi1aZ)U#k+`uqK%>GhD5#>W?6A;S)zHvTUhcTw7d_LuZ(wF- z#`WhzxN)`1P!aH9dJ8SSOWY?WKqqRCW5Va+f!ja{;D~9ps$d@30IZO%jg5_|jUGTe zez%|d&oFDyZ&@>EnrBUpv7H6WXCVwxehKHEu`^94h09ygavP#l752Hy}OX{Or}o?H@mixrUR5 zED)32EAou=o+%D|Iwn&>1gRgm$Q~@xuUfv5_?}?OL6bKlvKJl-?_?u=^&-zd^BFiglM%xEcN|C43+y$%>Ep#C zuSjq69CDcTuYQXeFz&8H+^3CmU>TG1R01f_fY$)H;fdj` zMBlscv)mZD^Q5tNB9MYp#d^BBnir?F{0%)sF7sQYHK=*q@P%rn$?EKE{pZ8z)GsUP zS4bWCiv7ay3!nEyMU^g%w+W1%YIe5*#eh8FepZm*meE0bH z`)xW|d(UQ@gr#@<$)k4i`~XH7+DhkS<2AO<)OntY*9Q$O4IWQxc zDET0MfAT9J`=<(tWT3Vz8Yla(niksArxd$~I*HFyVseDjk%|rVbp$~UL*ShI^W+J6 z_vO_QVsVjUWaPxn?MV9@_!J9jYD$_!V9+UxpCuYdkhKL;8Qvy=A#bQUsB+ktbM%x1+wEkGJ?gP%95e%U6)2kDR^Hv`KlGx1=<&LRxL!W1M55Bz$VHu-$u z3l9vgfhbIxCFP=$EzzDrLm8??3pDn;u$3v4ofCe)H)U7xXR-ArIes<%WP6Nj!?lKw zFCw2H2>c_NZ>1l&1lV2MxP18w1>A)0(9> zpNQ7>`)~E$wfSk(k`~iVdj-6?aOI^zdiRH{I8qXl1@SQ|(s3xf%Agi0VKr6O z(tDBq0wf2eJYPo9_44_^nQg<56FFa$&vNATU4xA-IHH%nP-EuIv?^_ETX_;lTE8TL zvGDQ7mojg`13>@>nGMTVqn^M-M*xq=rws-%u`;Y6jl(L6HRAZ0|M4>|hj|acPzB!I zv|mNHNIo=pw*KA9p&F5TemBH z38PAOZ0{l}X%w`C^mh^YELeyg`XA0!s$$M7kcQ|S0XxUGE8kMhGTk~PL$X5hki~rc zdbqS;=4RAxa||X5r)|;aeoq${3Z47r%1RKxx3#?mYa= zql1nCMCAl<4h{~gUrwNcSUFl*d1R!l>`w%oBt#Wy44LHR7)sDsq+qB(e}Cy66IYDl z&Bts*qc^HlvtWKb)9t$bjnUT{6r5-c9zWr78`~R{Nfk;F@)-SD8!h8oT8X}zB)_(x z{7Owjp~QbQHBv|awZIpl9|2@`iZPf|0y~tJHhvx%#vSPIn?lI5_!+r$QGG6og9j_E z)=0UI@;~3n95@VBvx`#Wu?BxoZ-AD)c3#~gbsfzPlIQ*NxGC`%12!lDCs{EKXGa6r=3=o?iLh?voE)pN|br^Rwm7drc)>U54^Ze=3w zwJ5sat!=gh^P&H10k$3H4W}sDqfz87oCq(-Ast$sm{)r`EjfV9`Z!77GO_ESMqrG zj*&1N5HVi={uz6EdO8^`i*_Sp$s+OBzf=ih@jH2n|#R68X18JMv?Su zB^GMk8p{z-$_-MJG})3_3a5XE{(BOD-nN=GpkP`pL05HN&+9m@9y zo<8;=LOcl?V;pj#*YOGA(qc~=9NO$=${E69v#2D5d=3}J$HS|tc)D5mEcH@kSd%lV zYIk`wSJ9@w^>4pHGCudJYD_IgZx<=NP`2)Nf}{D_=|!`QZ_@0C{^tA{;EUSBOI98% z-S&slxn#%qm4*W4O@|PhZr*;(kqOe<_n%!y!mEDUMkJDuM(tqj-pgcAo>%Llok_y@ z@0&wxLBn@rg^vxN6CbC)E2=9?hVg=iXc3W;5?w~>l)N$X*b*Hz-n^1XidzyZ^?hIwUeCD$0JLaiaE{f6Ij-7;m@6;c+|KvWJa#26JG`UllC zYOcs)9>c8OAw6p@Yi`)I-a$anyt%nWCHKYM4n7UV6Dkq!EhT=!*G%g57P}ecs=fTm zD_uIBic2yA%FfH5hRhpbpRl7|LOauN;*3M!Jjn_D(P4*uj%scMG=Sm-x%JRXe9IS4GW51ywgmLvTBxM!EIm?2&s$!U>c$qhR_WJQDrls}I! z&0sd8ZmAOxnOjby-7)X$dq(ox%BTqeKaL84oaj}Qi_;0azjAx!{m~;@n zAAXBjdJ@2d_DjRv&(CBs<#~p#C@*gG-^Q)qp`m>m2FQwri@nkcM;n{)UQ@k_#j)02}#(Y;IFCnI2_LSG-ztM~a=Z?s%%lW0N??t;HS7&h}whX{(^cK65W;_U3d z6w{!5maLPUoTu>q(u%eWg&6^U!Nd6mC+C08jD!>KT3gG?ii@?J4LMUW3(?nQN*9*V zJ>M}S5C!q_P5NxaSda0k&4>-BzKwv-+a9?5$4pw0{8(+Ch+i_ovOc~5p(`rP$o`{6C{WV; zj1`FDMpyZK8i`~JZsZmr36~9CQBO>4ek!HH?eXXo6GALw25!`Pk3YW`;N{wE1W_ai zlAvu@>=cVfs3_su&)7-=B|b3gci`eTVbYC~lTmZ4hA8yQvp#a$qQ(1NKSKUEn7roI zs%kT58B(_@Ef=I>0m!J_parlvqJ00o)Y(aS`YgItSx9)FwdG%8<*r4F2`ZH^1`M%u z4sow+>YTVHw&l|-{VQyTQdT~cv=8FU;jD<%HGLXroqE2&@t> z4RsrCV&8|d29m)dQs{1=F+XK2`o~SRrq;4(V^h79a$97+X~01EfCeuG4m#;p4LXtX zTi{Ms$q^eM-{08*IYpFIRCbPzcwya=m!0@8UcBg9{Rg7iKm^#u;bP{{<`)h!NIr1w zJk8C>$VkijejM>!y@ataiHBKOi#XXulcMNN**j`MS{S_3xU#g=&fy_rsck9Kv6`cMx7Ve8b2%r0B03t%e04-fKKrze@?$oGGJ4o?tFzV%S(VC< z{A7H68G5>o-*;sL$JO6RMsuU!1QTv){vr(su9YA#{rw9#kIGe{=xA;yCm+M`Mu%0L z=Ic2U2UL;VnJzKp>v&mJ=*u!cRW{vw>R!9Wz%YVY-@;IXD;Hc`pSf`guLm)VhFHv{ zSWtxyq;Uw#(GtsGhIM5WZJvY>JyVfrUI*?TLkT}0Yu97cZTeg;XHLd4Erg7tAN&(i zZ9{`=D@mdI|LZYPRJ|8{&5m>Zg9yu z-jS|KIT%}wqU5o$TVDyB?{-WN(dh35#eH!mY^OY><1Ipz&4_Ehje~ zM>}t0crN}`SnPqM@a)2`qP@T$H2$~aooJ<66`ZL<5C8BVoWb@V7>GjGbF=(#A08h5 z94M{r?GHTtwmpF;p}cV|B0W7_^suo2xF%a$eL*lHAiJJ%J zFS18BU6DxC&LSJq<11};QYZ#)_iUY=7JdBA?(W39Y-|&~dM!6HL?YEp1uLY(GKx<# zwHzDcW2T^kZiAx%J7vqolJ}cjVcdXIDF`N=y0^pp=%!n!4m~+HhQg=vUDvZ<)R)SW z+z=FcH}{~x&qcOHCeD2%3LgWdq-I24%qz%V8QmW_MpERdHs)3FP==={Sio(jYYQyy z6K=i~edB;ZRN;|@rr?d5^NvYg!1eU>s4qd0F>uhw;DH>6N zppcVh*2D#OS5#S)nrLc`FZH~B{xj6S9Op72_N)eSP|s#rLx`czwEpnJw1YFZlo+!w z)v}}dv8(7MIk#}klkJ%d%764l`+r&rYgX^~A28Gv2;fmXnR6g5!@TJu@J-iU^V)?Ds1S1p5>K0iPA5^H;ZvbD6dq`{V~ z#O(BawQpLy)T~OIE%_SwZ^oCFIJ@gWHbNB$p_!Z08NE67NRWXdesQ%_$wWa0c-Hz zP2IgZK7N#U_ZTk;cYV02rpZT;GP0h(0S4dNvILrB{3kDXB_uRii0$V&H?fOM2J8CS zTeR7+ID^S=){tdK|F*H=FR#0yfq*CWtYb0?pDL*HCXs{gh@(2B=oQ|w2L^j^2RZu?{~(hj z8V2O`;2q9vEcqi^4wA3DwodQ*&3Lp)Wj;s1VddQN8+rkw7_0hF^nSArC>@SU$;u{q z+Sece$Nd{lPSDcfg947 zh8=@KhV^JPy~rk`==Fi`ZZK`Imy7LBQjCCL*h&o>VyVTyQ=_DD)YwPz{+8k&mo#O< zO3c|ux=xDfw9Jqmf*PCxjp5O#Sp3{i=*I4HZmN?%o^1&lRQcLUq{<6vN0CK_!liUY z_yN*HME3=WEZ+y@cyoCv5({$WlcPo%E`5CEQ=*aJG6BHuYSbB^&b+^_cxY~F63HC# z@bGXQ-QM07+2(Vr0UXPJD<0in2Cx>NfW&2^o8L3PD)gSc`q#QzNr|IPin<1e%Fq>A zxc2dM)`RRVEUE$My-!};(56CRei3Vl23zXTE|M9Y4+o9TK4S|2<)F<2uvTCixV;t2 ztF6j20SB?UIf(86qOATlmp)iunz6wQD;-b>&Q_Uu`kgjN-mWhHbYIN$pONZC;oeqS z`>y9vcpvVdRj74k$U+;;-ASGZl%o}Xn|2^#^qXR#LSaIYNcdHjOK@d5pkG3}SFQOC z*^;-nz{RxfI;Rt?s;G#)uAeuUf7Zc-q}ev~z%4QDn4SC}@_6ojMPjvC)cn_=1hgf> z#N;A_c7ke$K9LjKZ-Z8Z`ASi5(1UbY$g$+;qodP-YzFXl=4>RGVMO8R0meQq8NvKf zC~}ItsWAAbt5B`yG9&vrlgOA<%YVY#`pqBI&U}5w$`nwpdlg>6p+lSl=8Os@`KtQa zw+fm;*@utc9wDf_-Eh3-_!;TY`#?0B`L@-qjXZ>w$Qb-VA{zvY_j~J4N$4VA?7Z@X zr>M{rla3hY5kjd|E2@+ngK**Xu8g*qjXd7l%_zQSGjPkBevyk*#pAYbzW&QqK2!-) z#!BX#^xH~#5jaHgNz(W`$b5i{JQaJ#oi6Y3&SPqNdf2TQq7~zsoq^;u3s|KHaxs-s@ zHz9ICON8aO^>!W8&8YDHvpZ;@xeXOvFqJ9i7hHu1r(}M{A(l;SY_|;55^0S>g*Meu ze*Q6zjpFSsluG2!@S~&Fio+7cqIb%oUMnllx!SW{7n3MFZF~qM%kgfjD}01`R9E5W zesQQJXusgKH&p_z@pYgZUtC-SVU{#k{c^-Ib8WsYHW}Na+1__&GY>V6{m8{b^fTu-Y5GL=zsbIm7s>hOy1r3*yitJ6S@5DZUagZuoUT z?^FdD^N-^8DyDO8|1n#*c&v^0pG@v1-Z0I+sver*3)_c_Y0q+1TO*i^Ob7}5 zzuv>a&4h~Y{InI{KR>I#Epv16lQ>%k$?^oNc__ zRHXF1QiN+i_0k6m({dK-SKPmV>t`e`e3(yQzHyiPx4W}6>~$_l(Fo_x`wy-q{Dhq& z&zM1}2QAzl#eJiqL;!ae58xr7CQ-E5J+K5`?NJ9v(h!HR^Ig4VzSZu$92J>)|MgoB%_>LWU-2w=y zAnE+#!VK=yvhZwih_3k-=RKpb2oZGxL{J~vStXS~fr6YZbncZ6!R-4)9NDYQ{^4v| z3&55CMFH#_nQ{I7oh{!Zpp1qyVNDFs1yu6&kB{+z#k#@JYc&MiM+P(MCC$d%w86wj zl{OhsJP1Ug2=sOQI3_(>#n7?QK)@qH^mQq2Zc)CQ4t&2jC1$LU{GO6g%WYPKFJC~Z zTsXD&T!ej59W#=i+WX}T2~k7kYV0mKJ+AV7a1sBEc+8fWO(Q1O==8VE>_;qszJS!h zsz#)nTZE{3!<3(rPP<3|&3M3fkqNi!L3l1v2LIjmKxU!LSG`DYZE+{3g{bcfw~@(< zZgckr8wpG}UIWtt6#uHNwAv~@0L`Zb#XqK4uB+1S)h8JCl$(SaYsDLCNln25{yGj_fO*&%ghpv8-s6NMP#%gaCL?boq zp=R!}vZ^KuH>ZVt3T8;Lh>nRF9Ua}vz=MQ)>HkJW3;gV$SKS!NzPYyE6tJja>|dde zhC<<<(Sl?rah&NxoM^sT-tU%Wddowtg?tDJ`h;AdBIym(ok#O-`g_{#NF#T{&k% z>mTNw&5UP}z~*SDs~-{E>rkW7Kc<|UE8@@mrC|EW2nu4p{bAOj{peu>=VW}P%8Pe; zcGfyc;nk0@-=e<@Uz?ly!1HUlN1yfm*x%a=${Poy8&3Dvp)U^eMM<3O?2L)8W!{eF zO1@!50J>~M?&qc>G+Dy5>_fwt(Qi*y1tRVM*2oc~4Br@;U z!k@K)V59xR{iD9#_==*_gtI^7FOY9@xdU)ol4to-EJVEQ%cF;g(5m$8@VTLxZlfh| zOy*FN{;yR9KVno=lq3LlBzZqUROMxEY%Ddw0`IR+XZPw7X>nfd+S!>kx}P?31b7od zqwm0&oAJ>b@y}?TB#QAIcWB4H1DqzoF!vfpNC4prA;||2Ug~=kX{0?llRLJ3CMAU+ zo-}VmA>5#le^kCOBFU#{KvH*$5Fl%P(57D-bP{t)bh;0Lb@3pk8#Nu_s|ixUC>z*? zyfheIz$fSLCq@pnU;5ruS6En5RnpYNnmEAEFNll)Fjh^I1%ln1db~QWhSNaXJ}70G z3x9hkm4|`LZqRTm?Zo2HpGWn4P?>FOFj+gqcWcLXitl@^w@Tp?_@eEfM-q%YXO{e~Mt8qmt<9R%y*G(?X-=oy>mMq#hKVPfuC z{|=&mBOY;*Dnj#ASw6Y^amNl|%EyPxS8Ig_Zf0bpuLQXr&Sg;$4%bsu=!$f04vvcZ z=4e!~h(r391{KAKYGL{agaQjhRVH2rg8-i8)`y!bj-PJ$2<`S(T&SLe-h$= zdQ3p#27Vq*!-N1eC&*6cz5CV`@SKUY^{tjq?ShLxb})=i`>jT-CqvT``g!i()jteB zuGP+#3`8)!ji&w4KHd~@3PpKSo!vskbkwsf zsZ<>tD0}|4`nn(1^ zkcJv3tUFKD+WFrZ+GBh$uevt*01czElG09dTV>_H=?XuA%#r$r2Dj1wBJf5sg@9nm zBXyW=k_<9nyqHf*3zmHmu(`^ zFqNDr*#h8XAjj!l=jjlJ;ndgH`do-!pi24s`&(Jfbip+d0x}5p$=Wn!?mR~i_H8B0 zwilu_)NXWyG2CxCQ$d25y88NW0Xv!xJFD94MI}g!c|Q(m3@pX{xu5?yop#NvCbX2t z)tJ%S>RF_JWxBVE>7|Ra-fL>Xj2fX*FRIsvjt2eU6 zZFF^th23yzQzogF-q{Nnk79O)z7zA0iGy={Q)(`W77Od$O{;ei&HOg2_A^()k!d*7?ekhZYi5x!rO6Zf(#vWe6>0 zI^JQvF92m-n_V-vh>|I5;?`X1r@5VxM815)dH#N#%FhOk z(XEEsP5cwmHCS*x0KKNnlv9s$gP5Lhg1d9$=HhO=)~h*hclIc+y=lK3o;THQIdW70 zI)12VkQIvf-~RX?g^)=c9mUQR^Oe46IY00_6u>F z>+25&GoWb*bSQi{Wg#-{zCI)Tkilj?0SO=T)-uBgp$(p`SB9=;?KhX(WWa(<^HoC# zGZYHbY?2i%Iz>7eDWg&0^%ib)EKGPjWbkPX2n&fK{F4+dps7Kw-{JR@(ahzCCD$f< z@;*4H=SDwxG~RcH6xl>aKy^cwcF?%;#)0-ct z=sk}ylogsz@GCdr>T@M*CxDCIHS+c0{^;XlM%QJ= z@I6JOpt(RM$;v1n3hhtxjpjl944tE|*E998)k%f&tsc_Ad4IkqX>pxB%LbP5r&mjTD*OvMV~3ub4e{fwdfQKsuH z@SZp@Ng~<|ca05{5<2CU?-oO4PTU5}{z}9+be(XON2Ps7!O)M)xIN}J9^x&;qzrVP z!!Wj~cqi)r9*5ivW~{>uhriX|Xw)5PFyib4*2RKNaj7A08wEGf+R2{kx0hy>2k zCyfe$z#!}}=TS!QBCN9%2m1I=Kh}CpU4Um+pR?FDqUaH%fA|z<+kS$Poupd)GtR2) zSK2pRFu3mDxQ_#LlOKJfNSpXy%fJ7waFP6mQQ9O+FXagoqoVm3S^ulPxw%=DB}oY& z?1_nqQ9KHWKH);FZBqh@rf>LHA0MulZQCX`=k*2x7DY9;JXz7|IZER)xyW3xWWudK z5mxUPirdo8)-`KQzQS%oCA41e!$nbcvbDx}^a`MLpw(no=>rhj9eMcx5u>l&uWyE} zF9>2Q^coJqVy4Re6zD_@N;U6}empb+R8ODN$aB#ha7x8Vwi%>YA%{)dIi=;zNFeHC z{um4PR$*tLLq?IJg>mCBJdGV29S!X^fqarJh!s2j*HYfXnImtF9Q2JRb}dSAw0Xe6 z8f7g^u^@m0DP<*~m8H1JV}Ib&NZek=`n@x;RhV&)2uIo=^LtFIz$2=cGLq(?qc$rY zuy*7{_pAMw=l@y&BN!Y!_i*Yi3=qOu~X;iv%1f>b91L0!kvP8InCbyP3kz9NIA)(@8G=#a3-wBL z+}k*qHhdTKc1VdX?=1!ID~tB=Y4ok4)gR{Dq{b;-K>JoA_ z80)J46WZ6O!7CyvM|q&m{dc0V{dRebxyTsj8CRAa-V&YhS=)yA=rlBXC#olNA;9QI4ObZA?G7?owN zbg2T0kL1uW3QJ43eH(6@Nh755Cj{(ngq-H6@i6GCW}Dsj_o%3Jb@gzE78-4c$QEjc z!2=JnZQ*&a$lkB{`f1s$RH09y!CiTLR-@oo2xJ!EbCS4R`S>5t4b)ks%G zGm4l9!}U2Y)*`tEeUjxFkFWPD7=kl0C`n1HL*Hs5nBJyp2)OV6;<$q6u&MYOIXz5M zR{YgARhSnnJWaRCxmsKHU7bBL`;UzWmIx1^+#~~Q&r0V<5Sd{CK=zCbF_4=8MhB4o z;t3@0#gccs3&ZR+b0Cg^&Il?O1V!KeW}ie}(@MVL%xJ1pgtR3G8P`jI%E!UM0aK(6 zpgIau4a=RrI@#I-P%K=-)XVEK$H^CHB$tZ!B8o~zMn(Vt%#A)^0qqOc^q5gYiz(U# zgm16uQ88Cr+Q1YF?Wj(bb|2!UHVMW$wvW4xO5NIidwV;_2gi}Qk!l87_VZKxwtPe=o=Q?3-_7XIG+xrCpC9=8#IHxj8!f4pj@vfkcwA$UbEmo# zEF@BqNGOiHaIxHP4$bXs0@gBa6KC4u%wC;{ z=6cbmj#>TOt=S&EpOn0F<4pZav*Z7#?hZt6fFPQ@>+9iF204lIs#y1T@4!V48q(Ie z?$@|Lp+GTkW!>$*ahk0(F*n};3FZXw)AMsfmtGP8^}-Sq3Sn@NjHCo&NE;j%o$j}s za>U-djxA|vxtAsQuoC0tin**sJg-nHObFt#>nzo{i6>RMdfCtSk_;;(SM2D&$aH%_ zs@NZBoyNTJY1!Evq*zgN_~NJIT5ZSEk7>OAHId~=`d&|kl$3xa?lS(rO>R}L2K$6) zef>XaJ`aWJmV-&UlT=9p*9J-e&(qi+;Oln%>)WnT%Q@(I3d6^jrH=;+O019!u-s)* z8v3417w7mj*A;?q7fS>xIzu3oDF|DEBv-(T2k_#gu|M3dZp~sPUicj9muRRV1cw0{(ZRE3+zO4eB@KjI4Jsr*c{9@cRImtNYHA%4GkTu>gTspcl`#|&r z9i5d8J+C9Kw!`nqIG5E)a}TE|T&5kv_2!g6sf;`P6bX+RM;pRX7T+6Q`qn zcrT4eRR4&A-6f|M4^8ten}AGLyZt zi8C^@lD(agnY~v>R`#ADgd&9OO`P$~-jcnt_xip2sa79DCh!LkZ$V!COh=J1`rzAZQNfsK1clZzj5kN>5i<~S|*&l61w z)d{p-_p`^|Z5#lxY%f{F(eiR9BV$=Zqk+DG{_M;v)m`J}hRVvy;^N|hW=5L(pkHOt z1jZClzWT!;66q}0PN3&;G~kO_Zqc#%F0qDPdWed|Y& z`5O(72}AEc5ZQ|s_mu$ahGkMasv!fzTP4K=m<0URGaqHn>4(-jx(@}mh zg!7P|j7+nk7o|l|oFV&ft1tXLTMw!A^)nh98x#9hK+0}GWm?gjfAI;!Ih78+KIW$p zw0o~!iSqDB@#JBXMW+vv%f$LOUT8913=3g|t< zN-5t~;)-*#@vbkWKm^T?y>fma0fitSJRJyT6-Jn$I)b#)%T8IVQr&OS*U30-_}Mdo z9AQZTehCR)NyjARtm#t3a>Ne@gHlBNZ*nq11s&~97DYZ)7RnfYYWSIEcH690fagJe zgucN0+mj7CuPbiIoxh*mc(=2>V^x7F9Y% zz9NQug;SXn#MOKHA1G|z@20%?``gk7trO0!{L4QJ5`ilGPx&IKUJ5fp4UUixT{I{sJ+TWmRs0qzonLSW#X z`=rt2t zv;!`tiLVAkqxz!qF9h5vOf&|ARvToY;8;9zr6jGSkLlJ6UJ`L)^wfow#3k`)g={S zIiu39-R>wmR_>Cdkhd#_b*1%g+G61yF^ZGgQBS1fD{$M&AWO~Vg}sM+NCCF>Kukr- z&8$sD^Pspk6o;j2x=QDqVXdJcVW*$_Sq>z^KGH_05%34Gss8Z@y`B5k$cTQf6jJ$A4?`uN_ZH zZ!*N-3^l=97;aL(4_Er|r4zn%JOPDTCDE?Umo}hk~{ouAP zFT#nge6SvgB4Fm$s{drj=+r?)rT|mnDe52=VJ-C7nXmp6e8?<)zLBsK{xsir%wD9l z#;_3^YfU-c(XUV?#s8;4S5UesJkEit+fOhxI~M!omAF;Ljirx=2e3APjd%WAz)b|%Q^)2LU<{uC zU+VQ7-@j^i$7*#Bv&@VC{r+tVcvN7KcoHkJ4v;J1fa`N05f&8_o2)RQ#Saa8Km172 z4<2L^*y#@DWI(?Gy~sW6heGz?I({G-9S{riGRW(B6^wF%h@79+p7w?s2kTY?)_CJ^MQi!e=RBd&?I*PJ9=x{?|9f+KyK>UURqJRNJWLykFC-&QPEi+A0Hf?iIUQpxv?hO(H>`} zxtW=X`R4vA2dmj6wiE~N@mls9&&*QW16_MJHv#Gh{H}NHZ9v3u9Ctfq@f?WM6ebHX z+K`z@~Hh3FTo1xA^xpdHrYvFo*d}_~$70V+o zyo>L-&hulPNQ}mUGW{*5APm>8X2XR@0xMRmls2qX%eE;K37r@Mi=B?eAB4IYUE(+@ z(64m1u;Mk;br=Cx;fwlMY-c^k7ks}6eRMR%h z6su{S)6UtUAd$|tLL5WgpJDHO_$YbNr(G+rit;vFXvL2o+#QYT0FZy{vJNcy|GsLq zPP6h9tH6+R-g-NE2i!ytU#a?ooak221lM|(V!*d~ywv#~2(}u%N15@+zOpER5PTqd z($X6B1vc)7PEBut_0yovu^FIUj;%MRKsK+fof~+20oEg&ckTbAV*f;8Y5|92i14Bk z_%gBo#;GhHFTZOZusfU|08?I`!))D2#jdsSNX+MfEGg{>&&R}{qiG@ZpX^EzwmR0< z{xY43YLcwY^$q0!Qq(M=!N13e76r?Ho(wLi7ovTBz2Et+g7`i$@$>z*n?~cA@n63d zrl-A6YT0$%E2!bRQ83^A_D7{kpg}+WesM1oRO~1oxv|3`M?^-j#7Cp24A@vbE;l~k@hswM z#ZaiH(pM8JO2GS9<}vmDnv7}e2`0)})F^QDL+fju)Xj|z@Cg=l=?dF?*sB0ggMk%Sr?x*pU#y0E3Ogk=6Hy~N2mpqz2i{WlKy>mVvqlD*>NUI z9kpkTQjVu2%2_C$1q2=u{&=HlcWrp`pUHik9igR`dBQa1;1M}}kDfa#_&1Xdw@?cq z3tB^Qqd1n}$5<&BB+7e1D8h!doEOwtGpY!4dcz;i81(cdLFINCrDRG^&XNfY*}86% zH!Q7$hpaK-VzfHf2TnMwxO7rkZ-<0k9eRKJ3LTzC*~BL9U|i0A{* zMs03Vq0|{D0j$~9(GgN)+ivP?WhKv`NRK+a03meOzzI_DYXj_c-haCAMg;(w2CidJ zvD127$W4Oii2qo=J-w5KoF0%r^V{COFueVj)^T@!baxOR>-Wk2b=#%U@V!Hx|JY?t z*S?ANq^S3c@Dna~{TFfdxAhKmih=BfAvJ8f3_)Krc?}A^^9)x-ATv^mY)1r_9lu51 z-+G~!P*Z~rTf(nKe-s;kgCQa8X1-AlgmbUh-iF1o+bVtbX}!K*ZocJ?qhnDdW)31- zXn-k)lr@$AF%+l2kPnlq7-)gv+!RsPFTw!6C;fTk*DoskP@+zC@;9?8qXLOkb24|* zw=|AT8+ppHzxcv6)Xm!FIFd^cKobYrha>C%I0YWpo$by)z<+1g{Q30|~pYAYChjX!i z;|HWY)Q|C;PxZg!k>cy7OgE|@meknqPfueIdH?+aB_-Jok@Ate$x#wwCs8|L!du#CY0d$U|)%9Cmkin}M$sB=UeRIUp;iR+F8qFmQs)1M6>& zgfINT)YmyZUvf!NmQZ5DL9dm!T&bf1oariGjmoauY5jHKr_sJdRZr@y;_G^ ztD<7HY|-TYPrg1r4_ttrOn@4hWw2H?pEB6)Zb8EXhT9DYzw1Ff{P{~=v4n=I$H&3_7R}15fMp8uj*$SEZqF{bZRkYFFYPg zA2kfu@!Xqk4Gi>fY-zN927%`J2)(dbeLbsOi(l%>1GkDMY6)1W3)pV`vc2cz;LvNG&=sHYUu^&yEeCmTh~xUd*@jkr$ZK$8+h` zGQBahl0KHICU+UZx1fE~OFaH%@$Ae@)ih}j9C}JQ%^-7#pS~JcTUYZniwn&xY(m-V zc8}NxZPGxTPfhuu`v`xMhB1Xl8wzZPve01ZNVbmV!tM5Z5TJ+A3yr(#dRu{azbcy4 zLhui!h7xOG*L%erigYfZp^f4*kB5Eq0;08sVd zWP3saTvh=`4?P!;cAYBpM$a}1VsAHo^@1E?r}4>2Vj?06{Lqu_Ng+YOHG&I(Ubxf) zh2q@eVl1y!wCc;3fKFfyF^gV4@ZzAf17Pa*Hft*SK=zeJ5&(=NWWiM|`~n4@52mIo z$IsTAlxcX{?^kR{c+dIy#pPv~0+abHA;)2rN@Rak)n5#^vX;{!PWKX9r3mE=)_>C-)6#kV{Dux zr!7TUILBcdPqa%tNA-g=B$?8;wrP70V1zi^D&MYX1;?twq^_2hjOIgc=hA+1cbT?a z^GOQ0Z2eBg=KQ;A;AB2eQs%CAv4W#@7UBaZ+~AVmXPpE zW_C6JcetDO|A18$B*ZB41T0-V5N#Aa{X2gJ`d`;qQ$2;AjpvF9Wo2g$ue)rzUH+FR z!|Cv7)uqI9kQ${fOg??JRR;JO?ax&=k7jl9$!{Zt+ER;Co4VCJ#~0BJN?s-WEzEZD z^pocFy-(N-aj%};%K673LwM<*@y+VYwRI~Np_B{+5I^7H?%NG$&+y}fKrGnenF~i^ z?~x#^HZSp?VVV-oDY9Z>(($Y{^^aj=vn$Y}W&~@Icu#xaJxMTzcV8)2)uF!;853;w za6=V()F(S#=boEA=uc!5w+ITIsf7BE8ykx<_2X~lU+?ZfEBYR-KjzKaqp~9FBID_1 z0+t4I^qMS#9!K&}Z0_FX?(}zCEy2vebr(c9cm@(cD&DRRqjy`+_6*p^s{5)}%}jH9 zH|@K}Q(t=Jc%3v`JUp~xpSe3TPHF4;1l54TM!1<-ymN5A7OidXfj?;L+I8O%URtM2 zHQh;@3Z7~brst-UeIc(vM=$l6V62ASp<>k9QDpu4R@l>O&mKdur=suZ{Az%4KD&N* z%<0Z={-2Z=*kSebs0xo`#QyGI-6SvpodduxK<6bGkPi=ClvoEXp7k!jh33&gGn7XS z^%WKAD5L7<9Xok6`^Zfp2o`1_%4oRsk=J9(_PIXjt+T%NQ#R{eFQ{0JSB) z%?maHrF}}no1+zAW}TYS)j}Jl76Bg`BMKN`{rjG5*E-H$4mt%C)aFq_=&nr0d6BRbKOTgCo;0%O_bvPd%Nu|02XyFIosK>TL40) z_U~UUWFeA_44B|77n;1E6vl(F4tYB}ZPk-2Wdzof($d0FRuJ}MyB|3gi0s<479~Da zqslDuzYZ<=`0bD=7)wV35iDF2{9V@u=bkjS)Iem?Z%_Y?@8!!izk}#ZJLtGM%+i@F zzk~?E8M;_%piAXc*!2&wDBehunDapBx^&xM_)Q+6gPUe~gb#?RfdZ%v7Rs@hb!J}x z%d&F#$&>cyVD*+>xcb$z%!)eQwu}oSjo@O0@%OAdy_Mh~4;SdiFDxwAIli|o$OQy+ zI$w@pdwq;O1El1C`EuTV)>;7=9b3uV3Xrytu7U}fnVA9l+eaIFy&?YzSjQmK#D7g} zpWG)Rdi$V)0}VDb0L%We`4_1Wukfj^PAFN4Dh%VE0(gl4Ow^bKhXK;IagMUpZ~s_v zw<2}-I}W{laEY1EMDoTLA8rAe3VRTw9#4cV-2>+a9nzzAi?=rqg(O={+dG_v{lLg! za(8LM8Rd6@HZiVsE6HbRC`VTjvSP%MA}}EN;ryGg1QU~y_4)Y#qKdlT?EZTrz93_b z65H0sbZXb7q|~FKSco(N9;R(zuzcua3_?Nzuj&G~C4bFNOdRGB8=s*~ZZ(rv(Oiuj zsc0l0)%Y$DsxP0$`LWU0ER*i27xpFL%?_;6RBT#&fIwcv(0GF|h>8}U&iKw=muVUZ zoe3G<41e2WA5$GZ&mTnT60~#{1M=aBIE@~%o@fL_HObW7(NU#=fW`tT6=EPGQKU!sd z2Kv_nOH%^NP!x2B<7U_J#c7~;0#yCYSKUhcms*{3B7@N2%gY&nSkn=Tiq2qsYKWKc zJ7%Hm1`-HhW@)*du_LRT0&8_J@87?Y>3x=lj=--u4rXluRaIvG(o#U<1U>)H)yLD{ zUm`3>ALk>sc`zR){&q3!2Gj5T$bG5P zyrIJNCWk=Mn>2H}SZrIX%~FoT*ObPAL%^)ZVtvkoRP@Em@FC2xuKNgC4&q)Me8Lz{ z?w%<u4OMtL-{(2{4AXk#M4PVNMFOE6BJZD<8-1uyPH;9JG;iU3?g0F zTMgbY1~aRkM!Mc9n+$zD4XUVa0IsQwp10M|p07N8K0PvWSY~q5zkDz@HUSUYoWlj{ zDmaoF2~RZ0wY7JFKa`3}()qU(k8TGXE9vc1eC#$JLOl(YDDlIefvxAg4`lMxm0hdl zI8gdI_M()*N>L_avyK(t1Cle85y?b{jt)z%v`4`Vry-(|{0rmC%{rdu7e70a@ zf6W0J75{k?SPH>_bK*4*Brqj0uemq$f4kJb{-R42k@VH5abndaR7nZe1N1V+6}@|B z21#@SWY|#z<A&W*zB7u(;Cc9dB>p?ZYUT+|o`zr4(`Y^fv?C2>=j8>3Jbd|b)UfJ{ z6x5;6jg8*^fw4S{o?Z*;qFVBHq2Uu4F#OlHNktx1tPi(ENw&| zJulXK_e#F3x_;+GXwEcU-q&~b=f=iAMZ{8Go-$X9r8&bX$Rcp_^72}Zq{ydh@;`Ux z%CyT7tMh)T1z@6ym`LP92hCGWF51SN*qliNlueiu(t4K?-k z-{>>rie!#NG^q!hZC#!223{XLov1Kr{aB_v`u)!>Yb~?z&x4vr_{5NXpJs4Ye0?)} zm%Wb$=My*-6UfKvNe0*5^;`^VGI8MG?POKcCijJ^w zI*6%_4L}08&c})+0R(B55e80|D+UAy=jv{+;LZ~q{`Le@3z<%#)`LOf!1K$x#ege- z4h5TjY;Kl-6J`{#M*cbP>M9fSeEp)J(u?rOtM+0sZ z&uH$OxSl*ir*JNRj7a@rFge1Ps==nL>F?h>xlMuHzJ3G%3*))U($do6;`NhB6A)hp zfApw%BR>jAm>@5-L2Twz!zBr%9IvXYrJL96ghQk8?1@nBxvY_qKVNbZ1?wW)t2yaz zvg`_?e*8ue&;Z{>ij6@}6Wa|MkW0QA)B)l0cEewfMvx1vE$5!$XT&wxF7sZ{DZqAf zq&r^0%gyaaiS0`c%0wo;N%y+75%)*ZHt?|La2hIVb7%%7FCl*_+6>BCm`|6YBMSu0 z2f(Z87>K+Awtsdu_6J5k6g0*99A*77tye~R-Xeu=MM>k= zZ-X&9sb(ZYvtBo<^Zf8R+4`H~2x;r-eVoWtQc)+Au43b)iL+@S>tA&fJ z{3sl&qG$K$u?J$>&7u#)UrD;tp+I02BJ#zEI4TbKQO>)5FqtVPywVm+6yY>g;Y5G6 zEmq5AMq$5ecVoEt$r$VA;Za*t^GM8RXM6Gd@?VQAxGDk78~`eZ@4%|X4=Nx3agJwq z2aPc?7ZMT@;988XRAIKz&`MzH`OHsGxWfDT(iiu3_jd97pj`zE_j+=w+vvANS`7K8 zj6VqKBgA!LeI*b5ZIt_I+_S4^i6$L?{OM=MfME83MU8;lKBm{=myNq9)eCRSXFa;M zwydVVGe8u|&W<0L&;yS$7nKq~J(Bme?pa5<_q7CB1d1gRz>nN}Q#s+*Ddol)Xk>Nz zm!eVzN+1vQ*7F9pHcKR^V9U;agweVvz!`lH@rCuB%#q~N^)0rIme3#qE;)*FQaKXH z{^qcskEt_VcE43sdQhvSU@rS|diX`aD1X@62sAH&BMKgsz!Z@%yE|f7p4XmdSKi<= z9+~XJT*eaF9h5$L)BZb!ll%7etn~#vt!R2;f)aY!Bma~o@8qN=fzD?xr*2WQ$$9CX zafMJSnk~VQl6A6LL@uf7k}2Bepa+A1KHhryT^AIi-~7PK*0#h94r?DRR?~U?Iwd*z zeaDg|Ux{t`Dq82+*sx-uR+w42NuUVgN7EOMc!hAxeoMXtrflK29m@yjO&F@9@Iutc zE4ECfLa?{PkwDV`HoY^SW=_sQEwO$3`dvcHr`)-BL_>dBV^~kt1155lg&$VNKB}?} zt~uoJz=m)r#PNR^`m{{tA}iyo2Hu1h!t3H^+4xs&!bKKugP2^Ic2vEwbsX%46-39E zBphUVVKZLyS!aVrSc6{l8kAdRRvY=Kt}lOC1!6NZX2<$$y}L#zYx=^_oof}r$* ztQb?c_XIFe1cvE%vM}>#`e;=sMz5)9kXQsS<>9nCh>74D0g;oo+4-tB>Ld_uxMR%Ef}nu-fu4`0+m@siNZ|4m7Ov zOF0@SL=w>rO$!zNN3)A}2WsU%E~&>0fvrx*bI0p)^Xa;$8@%X%mRRx}ZF2MGq6*ni zz6joP4}~0?PG{_ZHw3)lfeob2c?p4vGlPejjg5_gLt`VLudS!8qw^l-vs^PtA{)s8 z#t}&x)>XMDc@7I{3DU&X({p#;8+j2^*r*Lq*p*gl>#XFj+H0))1%JJnFS@<24Y9GI zT~tb4xB@bp?%akY#>bxl5Ye&DAZ68(VMuEp53K7ri1TaL;m2YgU%uAt0$FRz@rXMR z>}?+yS1++CCNwlQ-bgM2kmDcur)WQ6~gO7PPNvh8nQDS`xXrt(7}Aa9LN zVv0g^@r0$TglUL&;~J`0;8XLYDPnnC_j$jo9)jni;J}`<^<~fS)zwc)tI+31Musa` zLyTsFQ=eIh*^Z?!m@Ff426n$Uk&1-8JaKE#9xy`<-8tw{QpVY)7ch1<C0Y)J zLr{zuGIXZWNwVdlGP-F&F-6(;u(&3Ip2jXdv&F$ur@2S8sGROT(u9YRX8Vkinet4A z2NfM0M-ygO^}ILwRiU2OP}c!^lWCw(*e}Y7W-mxEI;8j##GX z7pIlw+rXoG@gS$-^JjaTw1Rp=2&9uIZ-3}D2L6%m516zphE#NiA3bNUH_hj=yu2mQ zFywT1y_-*dR+yWZ|b5-kKJz2pa{$eKTmfnFd;l)U8e2d?$|y3E1Q}y zA+WD8eDX-WoWGtJ5a;dxqBDQl+d4xn9*-0n_<$vV?)U2H-Kg~t6pq!#Qlp-?7UBAu z5&CcEz@*IowQ=iz<#e;NzToGoV`5^$LOxUNbcRJN{+r;OQ)$pp6owxi6B`loV|&mD zM9?HKmEaTex?Fn?iPJiK03Q8DR0 zzkM<>J`P~zeaD?8!w8|v9d??bw&~$e@DgPY;xqL&2W_C{ngIfxBEIeZM9 zppYhlLqGelq-tWwrXIc~e>wPkQQ=Y{Fl<7;vzl&H4(F{L^45R=$4O&m(?ILgBZas7$)%a2U?Z z5}C$pt`|g)Oh2d}pd6ry-@V(j8qt|B&J5f0o`{Ef+~FNmGVd7_-+)odID`xGZ?e>{}_)wcYRSkC^1UjZXy?s?{2@}T7t z#W8my_r{^BaTwzDN(%^6UhM27)0*!wVS4(t$+iQ2LBjV?T+2mu{Uk1j2txxe!zELH=m zfx%#kuK|QEMYav|3xJsePv;*~3`8v;DgIvP5Yyww=^4ie4ov!iRTtxmR9IPg`OC=@ zP+r^u;t7yQB#j$Lh8g9PlU{Mo(=qgxv#tAOP01m}MqwkRt;>nIpswio-3jW!49hfrXd;|-+G`_z($0r_Uu8KzU~lsma# zY+}-CKV1c$d|^$EME20wTIK$@i8#1U zK`=~!myz{A7_oWzRHI<%Div&1X;@qkN$q^pkR$?@fGJfahm9cxCFw{aMe#hTRuoxh zjwk0e#VNiDf!*qCnH%>(6h} z9jO7%&{$*(ZV^rLLLfV%!9R2JY^}7@8Sc~Cb#U-K{j0$=z4ineVxF2?T6*ARNZt*i z{x7$kz}H*J#=+>(i&w9oeT8eK3MG&Dd06Ce-hcXmv5!Q$lTSOfC=(}jg$0tNJ2LU)YFY<|XjGB-9Y*J|rUImDz9X9|CW~O^0(l&!F0J2~{rf^2Od-x` zbM}JUM^_*d_RkY#7x~w5_wW=q-Kb52ND{Q4WDkGbU2yb{_S)3WZaXnk z5II6s@f;r2t-1LrpGEmK$HgF4Yba@sLKk>5ZW^X&YNd2<8Ylh<6?mtlYZHK>TyL86 zSH%5K=cG~HaYr|I>$Q@F(bs$y(C`PEE@N}})v~v!sHt~1Hzi$*0JH_Rv}lk7x_GN( zU@%+z)xhqJoyXonqf2)`iEs1fbHHhz?h;cqo6A5}?4+}e*J1V)sfxV1X7nvmbEAfqJ zs&P)GqcFQ82wn)2R@i+bGM8ps!Q8`cLBYlS*U{$cNsPPZt3^dGBAbB>J?30{I>wB4OYF1h^|x667M-@xHBJ=V}5 zNZ1pS^f0-fx9^;uB=ADb!0S^qyTRsUCPCfSU7)lyV|e`?OjAkZPNrL<^7DDO*Exk+ zv^66#DC8|dM?uRR*+YHM}X_n{k7V@Sb3A}{Z!21{@8&}#A&)X zj7);O@`Rm*{l=+wmi7YaLt|q?R)j7q8wUyM-^$B}w%>xDn*lpJTnN|;fVnI=C8fV= zZhYMRXix}HnZN5ji4c80ar2*R7={nI7J)bpYZj zlz|g2E=Z(B@m`UK^@&R?2)@I-X9PtaG z@AVZNilme(qxOy&VuFB7Xsm1bKE8btqZUm}NC+bERL4OI=B1BsDwhGEwJA9p=(1lr z{IHU7cOL}G>EuyYV7-I2DcF7jX1dxU4|{uZgcsl|4-O7E4QjiV4}c4LQ{-lF-s!P~ z&vEzjTMdn*jEpz2lTkdFu&i9-bEAQuqp5sZyYEXLWD{*?_TdgN`?o>Wr1K?oJVYH* zTF@f=M$fiu2%YEfe!_WG5~oQ>KfUcmMW|3+b0ak0)>c9MuGdlJt>FImnAIm3 zyJvsCCW0@+7XTk-iHvR^d25xt^7f_(`B7KLovsuU8%u@&q0Vw7tFG}!p6^26zua3< zY()~k3g0-&+hiaO4LS^@4>H|?@nPcusqWW?a-GRnfmdRI+vY!eo)}o}K=KG*I@tTh&q7;K$VJE(U}1HZ z=94`1cGL_``@ozkicPML9nTUOhk@99`mbmhNr$ShZ*@Y`ZsaOaga5 z0DL+=J|3t&K0KsNMP2}DPq5T}pK4~U!@SS=&m}O%#m2@w4!Ck=OLnp4>iKL7#|Ug& zK5+AJ8=DwUPD&b^m}t3~FgRKp2E}eApFgwgxLadwo|OySP35}B~0f~*izP=Q4icFeZ zgId!hz@9s`aehA4CF>MuqUY@`Kn+~7?m)JJxh4tbrOzkVY1{mUcwsPxX!=4Z{ZAHd zVn;p7WxjhdhD-D*_wEUF$F9YFfI&cCJPQ`YbO0MeMj8S?C>|hxAmPovK0Ks-WZe-W zzh@SJk(z*wVZot}z^ep+OXjR72?FaKP>a#neJNxAfHGfR=5|~V2SS*wtt}9ibbC43 z+OnEr015+6`q?Yyu1nMc&uDL#K=OmA_u)%0*cEttuB1szq^ z`EZFJV?&_%AEh`VG39@L;~3?8CdY<-f`D=&{#2f~W8n%p`uQD%MhO`<=9QNApDwww z{5Y!d;_ZQe__u^!_FNYPS1Myt&mUgwUtq@j!RrU8H=u+GVFCA-y&yZfYH@FP)dia8 zEDYjb-Q*%O zHlXR#C)osSbk%S#^yrKgmdc}8iE1(HtkE%YFQfxOFm-4-mhlMbQCU)?(q@-zwEhkt z2p-eW{5b!k%*MtxW1x=#Ng_emGH1Hi&qE+!V5|RZ0pi`tURR_bRaldeA~g4Nh2JV^ z89{;&$ja)c7#9Bm12JW}1n-Z{M6i{Kqn5O(z`e!vyPG(1th zxkUc?2TtvB-g@r+%f~*U*_9J}N-zcpiyL{}1KDxi*vd%(jS`5<_B@vtOz;XESq`AuEY2xp+* z!Bl*KP{4H&0L5Y#_T$|c(q9$>qtI0*?(O{g5z?i8wd}Rz^?xz|eq-n%r36M)F3^0Z zN))CHE{3V=xuX*bjW(MfOem6kW+I%BF+O}wvuJPe96%zqe)FzI#)GhEQ0_%xhMn#B zE1lWg7*>rYCNFv%5+`!GSU)K|R~D^_V38A_B#MGS<^}kCVl-aQsxQvXVA2Z^CdQ?g z;UA7!cCg5Y!;~qp-{`GBW!aCi=j^4z=`hQt!n#mcL-2zf4owV(9$h}lG7$Q(?i+Zy z3xpEvY;0~4?24qaa49xL1Y7c-9!pd_6JC<0l(b;xgn)y&x%n=rUVhD?{p_B3(qIu% zwZ=t6x@|g|p3Ph^lM24U{Q<=oUj@$V&A+sZl9HQ_uem1mE`^`iDCyx+avD9$%aKd~ zLEQ6mD7J-Xlwv}d6kY1)i);}F>kKdk(CH@#u`*4` zur#Ssm!lR$#Hh3U00=)21HIzgJoOR;&w1h6JD+7JQ^*O(uExj5QLu2jvmt(cXAzM> zoAuhuqQ;L4=~xR8s0_J1ji~&%2opL}|dK zG+^}>MCRCD?z8Fp-!I(qlOn5VVtf51b0OVcd>D|)OgKa?IkWhc%%27?`afMbJltKY z3@8jKNCHE5`P5UQBDh9Lk%4hark=F?yI3QE(7eRREF3 zp)^6EN}|$Y>FEi1@Q-Tr;vM*1e`?ER z{Sx$kd2#EnPGsxB_VZaZ*#A{WL#W;A=gt-bE1trnp#TDE{dR%u94G;A&coP%V;QB- z=Zk`Ma5lU`S3NlmN^awUs9)yMfaL=`)a>f(XAa_zK?CbP?z_!bqN!;8un67w zQ4-;XL}e)u={gGpi$J6f9Qw(p-n(!DC<5Kj9sS%Wtq=E5ct*0*ul6fDl&6QVGYGa? z=5gKq8TNW@=UtzB%#K$qcz2IVNB~#Jzi3zvf)LXTt05k2>3uJ8s0CU;PWlx&(%y}n zAOyY2N61JT!J+%@V=cg4+;K`c(CI4F7Jx;-#*&uP1a}TFs~S2A5$i>En@8r)yO_pTMRUMD0Z{LRS$*~X^Q3QtCcC9hQM8E{BAI63Dl{a+aQ-+)Q2yydb~ z=KXyj!6@WUud$n;5p}aM_7yAmVkiB=RcrJ*CMG8*r#~|C9s%X|@86p))-nTHP1>fm zPu`S99yQ&m!5hvPHE^}O7o8V98K5MT`v=P}RFx}YTOqb2$ym z==35ys^zVWMEup(e*yhcuzN}+NWCQ3{eczBwu|MX&D=9hten^1{u%-fI=E58wcb#e z#tIY<KlNAN>;&fxQbNW!>qZ2cq7U#~ zuL&Y+h9OPk7!x7nBkJ_*#0&)-;Yhii&A*bsEj#<3m|Oq*=f+0g#RY$|O1xCG z93CrPC}zO(SV`~JRrK5)N!Cs4S---Es?TU*7VKfoODPDUo9 zv_U(TMRDn)iH3G3kC#GZ5eP3Dm=Hk4u|!75=5vq&U`Nft{R4|)MiB`Do5`7AP^@WK zj}IXnr8?^ka-VHF!?`B<)WJ}5>EF-d?FFOhJ|*UuDk(k&j(!MCJ{(gC0~JT2 z&eC}@WKL@#&WH_uA2n$nIfM@JbLg$wU0_?#;={miEa5O|bQQF)q5S#H*eJGL8Moe3 z{NGQXUnmM@H|!GBO^lB@1}ud>s@T2$6&tW}=GEKVvoP1}3!1n=a71-=BCG==IpAy=!_-!Qa6EXL*rx(UU_L9B z#38TimW9NpvDxB1%aM%n;lt}?)4285R~i!gURvb99ODfe40AB zD!Ht*e7)h&@<|4&keQip`U_LUOX(#;kPB+Q;s#LwSqO@B@Z+o2^KNb;V&WHeWgu9_ zRT+JIbJelL(}MuJD&U-gCfh(a%hu6FtyAC=FzkxBhV2b8%5+BNU;5pqq)>)WWfc{9 zanzcx_5-(Tk%%jx@vnm+YQIvLNIY1l-f&^_zW2HQ~l3MyFf+tOV7)y^p=|W@Y+J!mw(6z;EYe5XLsEHX1|MZ zsz32~e7*(>n^mt=M9kzf#A)dubO7(DgBT}=U^srnwXcF>5v#5jQqx1AGU%}g}s5D)-Vs~I0}F{OhMmbci{ z%FgMK0vp30lW#;rAZD4e^ z%H=%jXZc=ZBY#qH(-(Tf1b(%U_aATP&MV%Jo2;|FF7>@!2VlX>(Ywiq4@IyzEI6E; zbgMcs5P->gy)tea@bT-4Ge0(}MbticnGCIi#q8Uhh}&xoPf~vuvvhSTAGEikpNU}t ziV?_zG!r*RlL`^i$vi`IxA2{BW%xS(>2}`QsKs^kW%rweyqU0F7hD{tJuzWg>T5FE z=8Xr|KoZl|CM!;z6*MKzh3fpJlNqhy-FAvMqSSgr+8}(2Sz7ji+1-ol7ILmS2Qj}0 zV)`5Cxq*Dl$bdptU=3F<_C0)D^2Fc~wU%z~$Flh*$YQS5I1mtc&_TkBW~uZ@dVTHFZqW#IEsD6AjN&2V*b#{tC~D}P2fKu& zS(f(HXA^{9E>5{1(ahqBTLnCRJVc^dC;DNk>Am%jHRG{c!_MJ|>mwkznHy^_MS9uj z$H6-Oq)&hYNhh7G<;Tl>iwrYHTP1ec`~2vxu$NF;Z;-Mw%makPhoNoPRU^YHJIU}= zCj3s~yUCFrW#ty32lb5c22vsuCe zKCUO|4gQ@tTlvrPMX3fD(Y0VSaDisZoFRowNJ^3k)czCSzY4b+@G$ZFwI;vW53Q}) z+1vja7#M)i=tgLLPWM+~toyHsjoB;D%-p(sb0p8s_6GYb(WLqlh_nJp%_C@uQUB0u z-pA7r!W&c9cs7DZ&MAGG{TQqlgR%}FnPSxG{ue3S&~V9F%*n(=*E-$mK5SQBixtHTz5mNjUjXM%rk98i1 zh}6FB{R{o#J93UE4Nvv#?d^4R_~{-2o}WHu@7%lY)%J~GnH+|k8i%8Iy=iJgQ+2jg zDnpHjgtO`$aT*eruHd#!;kOO3zANg=^3R6z@&^>8BqZTnPrjL%KNiv@CJ5G3!+4M9 z^?rFsal<3k<$z$~dtg7?w=lw;VaI;Gn^{Cy(MGPAQq9%K1oU4b8Me6+k!TuC|DAdy zznWR1*O$9`ECM))yy z3ya|p4GRb+_1qP5nu9ouoK^;ttg4ElA)bgT!lnl6p2WeyGCMcj#3fd-jtyKz9W5N( z;Pjh2XVP-`WAm06A3lfgqa}FuxQG)8^@rM;HTRL2&8!-FBtY48HUX;g<2w72a-e@;z@C^vEklQZQX%oXel|5rlP71 zitpjW2&q6?g;MztZFwXU+--ZY_xjfn%|WAnQzKnJw1ih}5R#a@w*tMGbi{Fwf*cv{ zI&;&(Nq*Jzc4k!EOxd7O4^rlfEF_!J2_I&6ArSZk1WyZ7d#wm*M80hVWtBt0mQ9hdP=!4RI~c$9y}%7K(w#H+7qh!-meJH>P1}k6-Y;J4Pf7A9hHIYt zPcBDwE-qVJ|7$!RTy3p`bK>SZ=?FeXdVbr2LJNaiwsd_($#*5+WcnMenmd2Xq0g^b zO~2jikXJ0h+SNid*h?XUOvz(KjxD?QN5j*6?XOFCl4{S3^J-`Vhv|nI&u6CUEJg}t`MiB@ z$|7&q##kWG28M?Z0M+0+nV9sif^!*aJ88SZI44un6D+Q(8eKfvm^kbhd2D*QSNR3W zi}Uk8eirW4aB{ASarue|M16bzN@A!6-2wT99`X5lkj^I0ns_J>)m^@E=s_f(;>vt0 z4S~2L;qyc*J~r0OQ%(+|i8vp=wsUY$9d+x_=b>;dD9n2*+P*wCXjvATY;6b{zr`a` z>Ume0E7me9^@Wzt8QUt)6@S$|@f|8{Fi$PCg_bKWwaA5IpPd`0vfm*9X=P(^F((B+_&6a4;T&*R zvOE;OtoY#Tt=ap@P6>LPtys79h3>ZQxO|v1a|{9I)50PhMUO}Sb`FF&8lt;xc>UtX z2@kicPhwT3xX81Z)TtekgR)uTe@~MUIKH`^0}guc?w9aUDs@bgbJ_Z3v7BexGgvR-Sv_51hlQs2e(@LOCLr~STK+Qh$X zD$1D;4i5zd1gw6i6i-&lvnj(fuw~wfKITIpKK=m)HaHYr{8%%sS4nFXwaA_t)|&rY zM(%dfOg7ohj&&(2DXkUcXFYXv?5BLK=63k;Z7|$N2*l@tf(EletWlG5f54$l)Yk5n zm1zn&5Iytq%C4(BA3dJcU={OPLJ~@ssgmG{-ZY_26tpvdO&&-pW6F^^ar0QHi4N8_ zn*hWG`y~@nI%MqA=>4P~x(Hb;^B=mXAlIp z);xJ}S*zkw^QC0HTbD0EJ)b{CmOiG}DxW2O>GE!&`~9{mL8O+yut6S}80$?+%_#`N z7k|Y;GL8RThDbDIaBFP|@Or;hRUNl=lL*3U{qXQb68p0?02#dXBp|{`Ya`uB{$pSg zL8L4!E&1`j=&#Y&*aVF|EQ@3|l$Ktr`SIE|TGF1HgQToW{f+_dXUWw>n0z}gnC(jV zwB%WMIfw4tr6#7sKM{LhCM#-U^q7X_#xv^Kza!+Mj}$n2*tofk8m*LMyv52md}#;% zVeu1?0Uzw1?oZiZ`y)+8a@gRBFw>~co8a4hy@~$#;MOlZ~0m* zcBsH=M@!|gMjZ)0bjw}2Tqi?=rA+>-URWZG$(X#nxii9 z`T-$W5lCJvA{ivd5DzDY6bL~B5lb2G@DXZ5m|FPnWK5g(Z>uD7gAH8As(tt-CQ;5e zKqq*)E{*4BakGOi1^>bDi0N0S`ANqHw|UuFsoRoek86 z^kYVywQpcJ5f{3Mh$c4Ju)amSp4w8h|C1inF;euXPGGd&bF;R7rj0@4;pL@fjfA~xVNo%e+{?qiBVgetf8yl-asBrF zCuu`2c;sB)IG+6ozkO+93x@z8-2!L^Ks#})*SC@mE6_^&d{&H$z#zsnW* z61*;RjlsTQ(zG3ET({M9eRW&HeX-UpslM#l==7_Z!-j2dNBFOSJ_Nua(I8=&htb1C ztw{L$2FER%ymmY(5@|wek#BFdshcErCUK}gmzKhoB+s6~ShZ}(*@4``Agu7o%hToC zG`<_5_cD_u98Hvzl0Gj&^0-S}-#*d$+W{G@ zzM?zLg?dGm4$}cdwZ}=v#y+qQk~9Nh@D~nX1z#OOWWZVs!!j9JzQ*yB>a`YlP~ir* zLVE%9_UU}}+@U`X_rp=jxkEq+^adrgp^*_V0sk8u#1`l5{GJ7G1gNv~%r!eyd!SN!3NB5{s|&BqNF_E% zN#aPo_Qd7wd5p7a&wzscnke3#bF;PxetsVP5 zzD%N?7AdEEs5S4yF~>autOLdfR7EZ!K7|F!@Rm84w5toc)rVKySG=NpG|ApOeTc#b#LA_mo9~OZR#wSmKxcA3KK(U#JTduFfTlQqxKs7xq354n|*ZUZ1t8 z(OjQ&N|e-0UqkSc$3Gm_oXn_TZ_54;La*kHI^#%pHB-(q~!PVoN zHwl}rI@ZsRwo8kPDpZGPa4Cf|P))~;tmTiY6(G<3wYdvnNRAWVlwy`Zo?qi)^z`;qG{o%HQ56^jZ{$vz zdgc}vKZm_Vo;|g=vn;9|CRjGVQ~qgVp@#c2l>g>U?eWGm2|+MC)Hpey;}lkdu{dHSqK7$L`%^w47s74Y76Ej0Tx+t2I%nKzx|FLh5B$V8^^ z+*=i;dKZ&W!GY5~j(NMnWb9r4Bo==CWi$HiF*A~1{5w02XqL@BG!eWV*!cQ=6cJ-Y7x@RFe(x$3PBL7C*%&uLM2-l0}>^+pe! zghW}*C;s!U$?QeUjdzgNmHSax1~Np^G55sg*^jFhmd=J8-y$a?1Dh@mj-1qr;2T(~ zHBe{eTw)kubv#1Hl|}A6(NXp*w69ePNm;FQV|Yecg^>Be^Wdl7bcm5RPNmMCcQG2q zXKp+yu9m^=EWioN)tZ}XA`P|Y{XAuN>E;V;+x*36eLW%y=8 zdHG&8wXeGBwinH1F{71OidV#iYz7VWq)dX$y{J6A1# zGN{J*Hg&Bch@Tq#_GCE2^8|qLw7HTx*rh~6fY&D<9PERMYb_i%4ZQZ$uqM}oT}OW3=%u`z1>5;kT=V~r?!7Rl=Q@|z$;Zw=kC z|6)H8!=Rw6C+57=^}kmLqY@5bQ zkZ1|06%`j!Q&J8J6jwF*f=SRsH(ohc4XhS#t8J!R zFA*|0EIeH8Ep1?meKlk>uzRWnYd_UY?Xww97w#7GH>S{k!62MgPUq%+xdA``jyTuzkw`Uj!U2NDO`Q2Jdk+2;fzl685;J2U$o|5M)R3%stZ%YS}#VJg03_L}~%Tf-;2@grSY_k@(* zkSaS;i;>010-=UjqA^n091+b=>BbuHJds-rIE8ucYK#wajRk65bir$ zcMJq(NrcpRQ$_FjKP>6p`s$KVgz;fcS)SENCe|P)=BpQ;`WZp80e&lMOj(~%ra&rX zX*cK<9(k+JP%?(4=Aq$Q8EpM|c)pKAGgWS_0;__q?PE_-@%C^E#e9CBrtO`1nWpPY z8rT4O`^sigP%IfUV1u4OAc^-{S!8+@BW1_)lvo=4=$ENpegqg0KW4(58N_2JNnWT|X zTK~G~*AHSD%GTxMnk>VUlkB()>u*dn^7(UQT1~PZ5J!1<&%n+J;4cengD@-@X>Dy? zUS6)X|6*9d434vwkFIQbS|;7X*q({Z7zjSxy?5=D0{$67T0(a?O!lum?Tmb`dDr7@ zbiR#^cbA)|L#n#r>tntfFri9i{@5ePoj#`YaAa(+N9bb)h06R_d?@H-62*|An|Qav z0zMVUizKvAK!nSgmw5DJc_bR`pIRwZ67#k_G>;3hs7! zU(r8A?+Ifl!=jKDr5i59hpbrCEgqYQmnW|pCqIx{@e9jo)l+Aw|8ix%$tS55?kqFmshe`h{Y6{Wf#poMDNOQ zyHr57uu%+PnJ%+a5_YkL2$#2dBh1?b+=d3^6@r)|ys0T=K0h<8|6J|s#2C{T78^@J z^DmK9!_9Sg_)$^e8I)a)fM9!VZJoQYJ9EDHChN^s4J6&LWvIVO7xmmYDPsyx3JHLW z5}5shEe-GqfWHFSj)Af9(Ad~luXfyj_RQK~>|pVWn6%l~=fw=c1msDHLG&@85&XoT z@@^APj9M<%N~$?fwdqrG{GL!CTxn9M#=T{3Zi8A#2@ZSvW2Ht2Lnm*i_kP_-{Gms8ox5I3*~7Sz;wSSw)*8_hbyzoa>C=kwKK!RjNRqgUGSD}eck!_ ztWkh={S!=opn^S;9bv|HBM8l#1oQC{*&ayR8C}+Zc5d z84a}Xr+HLKc<$@;VR0Aq^j4TDKb7}?*8DemJtD)|GXK;t;Qe|v)}bF=-zY|qj^XNf z$kCoOD?@xpY_cLFFq5Ocj_^IMmz82+=Y~)+ozsrxk_?(=_B6|g_q1UFw6qZ(p{`n_ zOj<;kbX1YjNHJ>1W*X!PhIpw4DU-Z`y3P%{T64?`pEuOIy*Pd-=OKO!a5K2- zuJ3=Q&FIdDB;uSj>WU~@t6dL3jg}ssH$;n{eWpc5Mh@xY-4pv#!JRo>xGxbl#qiX@ zBAsD4nyKUb?3}cT-b_j>zOUj^!gua}kZH9@iyPWMlW#mKF*qu?K0Hn`dCjU}DfDt_ z32K>39b1v6z5eSv1i^B0;!bOGea5BW2^tx&HdyhPh(k&THapCiKfFXZEiuRa1;?88 z@^UaC^;E^`A^0C*$1;1d@}TE&$>-wY+Y}TfpIJ0=f8W0E;IW)=7k=6Cs0T~<)c5u8 z(ELRHi=<%gAPKT}b#wb0G&3~x-F6$Wz(-!&=d-PdQiF!P{B4J4D&gkI0e+8*4RhCP zC#`Ti#S-xpf_yrO0xmX5hh$RDR5n%yq`{!a|(WLt1N&k&=Rg2WiSUqF+A(F-`nrK z#J%K%P+o3H#IP@6PI=Msli(ckRs7_ znN*M4gK?}mP{@d=ND#7vXzC{XCBLlruQQ&0zba59m1`9^k)lOu!fMCf`_lXRX#2X- zV=x;ecNMnhP~$_j)5Fe|nwH9CZ;FIz_|w#*bBPOc2#PR0&F40K{l^;f>)_zvo9%|A zH$ehwF1jYcHl_&1Q|(dJ?%tZZ1wd zD`910YY7+_9aTUZ5>P|QMQHNHsptRJIX_AgojWEgGZ^fm$U*h7bnr-{=#7lpr*c@4 z=%xRe5$nVTmX~V>zR$CVeO=8HcULP_Ez+#newE1aaq(Zq0z1>&+pM`!1|IHgpQi;{ zy={MdzmIP`Bw&yTo=6?u8`Zkz5gfM#u60mf8I__^sOTb42j_3&WB1CP1@omjUe{A2 zB)QVwYVxRMC(ARZS>t#8J4y40)WgVsJ#=B#V|Kgt+`8m?OiLH2bNngbO^N!Vq}Q>) zcjkq6CvW!>J`;WN;|=8Lh-Lh5ST|bLPDJp#6&D4*`>V{YO)(>5ox72;z#@@=-Iv#% zqeP5~t&xNU{8$L~&O zw9cI`*qnFvsdzo({>k@W@_PX&VZn}l)0YxkauaXNIFgy?agvPPJwcJF)8u=$e!co^ zeY6w@af0CwBd({(qAevb_tl0ZM+5>M+@~Yl)D5SJX~0Umr8d;j83zvbqWK?05G^7} zaU))zu1$wC@}JUJ!~zWy*Ajui^|$x$N3%!;YqGl0q+Z(n%{Sf}A{pY|X9B^-IwMmc z$_)51H#bMiB#<-$HzNB__L20f(JBbL#RvD=;Gh<1I062_=0RkkF+Dr z!pn$US_V6n;{{#!THljKS+ex}LwC|ecgnEpjW~34;iBKdf;_6#a$$qL zwIFd3zLwUclj`hs$!bHZhuJ`|yin(C(h1<%<;T zDdwAd$!%s~TX+sb4Gnb3zxXZ+`d7T0S1TMdr*T9DFNoFl6ZNl-zlfW~rADMa<$B1= z%X|Yp2p_{~r`i8^d043K(SxQ*uk*XFyp~oV1GH^OL+rG|~80IzAz3wH)-HVeo|dW&ezwos%gL!E+NgK`G)17db&Nr3Nfk(%wBu zOB{+ycuSUv`GGdEZlQlepQ7btzVEtjO!MOAqae zq0Fp5RL3v1L>sMkW3AbfdNUr3t}7G9$!d|dmzS4Y@loDT0BjnZcxRiAzK*SANj?Dn zC0jN%SU%fy7CoK_;IX%wmvybR^zzknu@(!0XO)m^chUR9LlkKx?)Lr0pgWKRX&1&>9$Z*`NcsU;Cx z`paM6tseHcUReYpazsmwNtq%z?R%LpF`5@+n3Mt$#L7rIkj{`=8xRDylClH+qBWk)m7jQK~H&lw-penjh{RL zo$k@r4aTv#0BSFMMV_=wB}F#PDZigp+eOLbvV%#2g@r z#mm|QV6d}?dvxSKxg5Z|<@YHYB*J!fZH*=Pb@K430sbI72QexR6xYxn`CboLVUeTd zhvXTlNn};8DLq@q8f57bvO!xYqibeJCp0wp0+4&iZI@HKneOn#X7W=p zTwc$1?6|2&(O$)@QRQ$1);eOMv3(sNbL+5qNHA$CB1~Osdw3#sms~rdc7IqF0Z|;zCpKohd|=;U|3E}C9|yR7PkW#V_xY=nMeiqe)|GR9w2?A9 zBQA0uei&+NQ|;iiJbym*f)a^|je}j)aG=wksMM~0zELI5r{3pi+xXeGEx4Pa)SYqdnk6Fk*-zPPV7E*|-QGzdkZvtmAahiH2qbhL$%L}F=y zWGi4OMIeWR3Zy6Vs`qnNbd_Q$ERCm)2NmIFH$7<7lD-?-%7s~wseQkj@|T;!3om!o zYSF{48$R+#bFc&PFeB*{4z!isj8|s`@pbfE0+VZBG0mH*goKQs71`H|T=FSUm`ZV}y&u1Q03 zr}y&wru5C0fS8jRZ^!z2@7uJWK7Cq?d~oCofccLf8$agNo^4jmoVAcQI`xi>%7!m8 zZO?k0A6Fa!c>EmC39P>Nat+6Z!TUL=cIAn{L@PSW;(4}V{S z{?1ZHMny%Xvp`2o3@p+-RN)XT3gDQ%uzxgj`*>bNa&{L;II)Mni0}!Zqv4)mAQx0c zZsP`GawG@cU};s91Z>*Pa}L>u$h(X8WkL)N{m`t3vC5i-B#1EIp^INzj#ySc$ccDE zn0(3l_WfIB3{12DcVp8PD($$1d;0`)O7Xr;6{#P_m$C}t_Mh0&R%Gcm>&MFuF(P;Z z-z(j?h1H?Yob(Q5A$2jr&~$cbsWIhq?mGqZAvw!3R}q)9gMv3cJFS_G73E(v{ajla z<7;nP_$}5Mipn2(799&k*JDhZ?<5*T@)Zf7Tid?re=U}o(DRrvu0W6dQL%BwR#@ci zP$}iGaD26Bxtz}EyTK95J zWo1p$^Jh z#BR#*d7iFK=H!H_Thj&qO&c^WpY`-IbSfF_V4&d`^WBum3Dl<;7)ZhMBoPRx^q$D` zDv45YDW9SKimRe6sb+zW#3aH9WHH0n>@@%B(v{HlaD@)1GhX4n|H4xHf)?sq1yb4Q zPPjt?d0I}fXz0zNIdKwau@DLT#a{&{=~&65jMnd5r%hEi0Sb8gpuOsg%q z9jGb&JHmN8CT88fFp z`?h_r8$CDiR=A%`jgMSLmijh$|ENz*rRuPg@s_ccv$i)Vuut7z>78uyy`Johg7!wa zxdqldCZ2A#rlvHdWxp+=X)A3!tX^xj?>_|JjMy89*0VO?;^OMF zt_ak|_G3}Xru}MgQ)sGrQKa&+>Q@88us%b;KmR%R^=!nIvC!d}eQC!jpy=$lbydsJUCxn~cLQ;7j!~eCi|)sJOYY^?R87`J+dc3XT1Vqpy29?; zarSVtRUsz!z#7%Sb$gf8u5P=FRnrB~5AJ z7dCcIc)B<~d)9N?apR%$fgMDosq1xibY^+37-Wqmb=y3B`V{)Vl6q(0jV^)`!KG#j zw!k-a!sY4fOnr@;PlgMI;>#cg+uX}x1DHG%)Kua?l07*&fjmN4jtJ%sJ+-tdvqlaT z6vI>Q1NTz>`HCk9MbeP;!I!ZB`_(xE>>~?QYGnB0nkt+6&bIsVXU|z(I8Iuv%IQ zC4mDokQmS)CZ)66!7!GwNya98D4nQ6UQ=9vYI(x-YH4jSb8AbHaRCVDI@SjAU2OL- zj3>7)%0^T=aelGn1Zry$Ll65eK9RK?!(57T(aZ@t3NYpk36Y=z^uIPgfF4E`O}dN4 z+HV&xnX?8Wfi#WzoonvU$?EB;4GHQE2~P9eY~@k2pvqHX?X`CCX=?iP4WEHge}Xe! zR!d8?JX^8cZq0@{DJLQY(@g5ytb;%B^)NZEH;x=f?YeVZ^bcmv{kVx=E-9AwzZw~N z?7iW5b)SM;C0BcM6A$j#j*!0a^rVFNt%>jJ!N(Uo3Cf-gGtlO3ZN13HD*Yd_8Nwi^ zrifuY2o)Nl z`9b4pD`e_Ux)GzRYo~ z?Cjy>WYAdqw1<)XJ9}Tg+&ww*Xx^3>n$D%FZ51<-+0d{H&&=2;7RKQZa9#OD@}MSX z{n|EmGVI}G$utP&ziF)mKEG(3sGWevcE{Su*a>JZ>T2sWvcxwJPYa6*f&TyYhnazA zO#pCF?_CL(7#wqosJq`0bpj+gG)8G{zpPyfbVaD6(W3f(AOh@&16ymT6D8jF$$1}_rbi^JMJls2g}DhH8lstH*o{A}mo`vPZAka6f*FxA%Y4}yK7uxE!Gm6k zbrE^+gyN zySUS0r07sdb+u4jFW*l_B?kuwufGNP{jTmlSNmDqY;1;g?!7(SP3h^$6l?2mDL{N* zV)*^FhsO!@h#nV!M*kN~1}PY2)z#1mj@=7G^d??nZ?Lv;Y_PtXn!6tON-BNh_)0le zmbV?9i<6y+8N!f|IUb_oLIR9oEzp7Y|6GF`4ksX%QEYEr!S|@Sf1%8SgG$gfgWNiY zi-7`Rb`*iTLTX=j^|PM^`H{u!r@qjgKAVa##@j)l%volj301HJsFUW%6X4o+{?Un1 zJosUHfsWYuHPrtE5=#ED+kG!qeLcLzJM3IkT;x34pI1%ax)IzUE|<6rc{EWpzaf-h zZ0xgrs(tG9q3N}tsHiF{Xgm_d!ajGw#K(*A!?AV!jOm(&dK@Ef;J|>Jw35A2LCJcG z16bq%UkVaTNSQw(#D||VH`XLk_XPw%i3Ts$umGOaN*+T61)M5|*Yz`2e5VU|+?hh2 zdqvl0rP-jdo%X&;bI3eh+!B7wbUL>x*S4Rf-GRbFJS<|dj3Aa~S^o3;0)hlSN)8Dc zKS1!{za_^PP_rP88$*706ssqaU=a}-ps3o?`$Rq4cLv|3%=|y@@*5Mi)V0yG?{1_L zN#lceZ!yP2?uaccub{S&7jeBP(PX1(zBPqKLeffeUKA~UG}(Ezb1tz~YXWF=kYzcJ zeVzXs3G>cBD@O1xlYm3|Cyf0zn92UGtEeb5$|cGwJy2^EU^GZ14dq=S#HK{_i(bj{ zP=gDL7@f`vl)$i~iOLeHvD?jdVqAz3gNdmkEybsJs-XG(Q&Kr`NGvNVZGiLB9oD|3 zhTs2|_i&vTHC?SQ_atWg*_b-+fJ{jJC)&i}@(&zA(9l>?U;l)Z$u>L~6@X05qXS9M zGe2J6W(`WX?TDLEW9Z4Xl=^Fy9#zb1ElvIA0hyw?`Og`B*XuE?^4M)3kk$4(RV6ZZ zr{*=D{Vj5AJhc(MMfgr8UfbXiz6`k>k&ORiY#7aL(okIeAlyFvqv304pvP$zqn)?T zjEIoJr1)M=0IWaZnLFoE@AJ)^Z-2mGT3gaWs9@w#ShnZ1WorrMQ`K(mpM6WG!pB@+ z{~Jy75UzoPc5dIYkByM`RjDmaB(HLd8-{NM#YM)I4&&*<^~bX`Rl$H)3t(Bkx|i+Fo>WGI`t>?9-u*fF>GK?>jgBBHD5|%9AP^TyIqtUc zu|ixmqY!}*w_yF4qADNDXb|fupu z{v=)x&PGdtdxOrg^mEVSyQMqlhKOfDB_Tq*_w#J{BVzp?e+*t)~m?C6L9~36SCv4GDPWT3L+PErrJy76j0K;+fezJj8(NmoI{F3ir;k&c4^}ZTj0RY z1ol;dsu|}VPKcIn4@-cK9keC)(}>}^lSz{w7?y2PQT~Q z1$;y4RbzcO$OClp0hHFd+hvhaae*qwk7%*jZUIW~kfpQ)-dE{qbRT`>~#&FfT7mT!0n} zgmQm>G__Gsmz=k_8}!+liKuiAH~QBjuwz-^nEyv7k9GKSubvO1iTMt}`K6Bn!bsf4 z>T>Z$Z@g9qOG`+a#A#tSd!5T$^5fT<$~Bf0V@#tSt{=>kYfJP-bRo0&;RN=0{dWRZ zj6n1_1Wq;jt+U09dz@YsTf2PYKAtAbYbozHxlFLpzmHy08j)fFj+LtR5i$4Ag1-5w=>s>LefvCWNa~IvD0=&^jwLQ+cqpvmwUk)| z=>kg|k0u6l6zW9kU{Ws6dO6=9v4?|Rube^he4VPTg8x#wb)n$9*@ZAj@Q~(1Jov3V z0xs=^%S~q^47>UljuN|7yB=OvR&9)=lGVQdwA?;_bIDEN4l5`w;B~!Q-N9o!>**(` zP0oKeVheqdzmyUNj~^L`7<%s1%+^oqHFKpk^RZZ8nhjY@)Hf!gS(2?5^QRV{fp&uVp&qFo_Gqc(Oz_* zA*!<}`$B2D#R`~t*Z;1gAwXOP5U1J_Q2fw9<%xQyC`63=4r)`Co}aKJU{orzbG341 zOzSazc?z`$*)}t-KW~Tk=XlLH6cQz^n7CXvI9OiJ7l`^8^iKA zle)3o#4x|ZNz?F-SUIG|ZT-LeEYCd9%hVLG#&zfYE_ibP7*=;4yYI-q(thLC-%08B zvbnmzDt1}*XrML`QzDg98yb7}X(%Jk=Ekyz1WBM`JfmK3Xf{Q3Cpo7rs4I!LhCT)U-j$Uml|3d+J-CSSrWt>qjx}f%A@w*W zLTQR25YC~{8;JLe_Et_TbNjE-#Sc&7G(sr0$Lk;{AmSb|fV#50o{ugtg=74f14S*Y zzj^%f%#(x0hlcixf@#2zb%%NzRELY9vfyL{BG1l_lZ;FQEfUlc!+Mdt_cPPMbxKGm zgZmFbo#xm${%5Rx^~7{dG^C*uOV{RRy|Z}jT)X*S#TCK;B4Sc3b4D}hODLX4edht4 z7Gzqm=6=i1zn7xgSniU~(Nkupi)x>rH*XbSXJ-dqsFG5su*~MnxQq#+R8*cdC!#2g zf-aMR1u4y!vczNbBAPoVLOO_oAwIdSt@3n~xWOHrESdO$2&XxRBy#8ver{VqO7k8P zr*gPyNBLfbjz6LjH?wXg&v?Z7tgi2qyxGc(t(x| z9eFi*HV)obr|BZ|G0Xa%r~g!Z#>O%Zofu|*yTn@&sgERR5s4Jo2+0sy?68I1^NWaB znoCHTe)eBbE9{$C`9D5?$IMK5hbp!1>m@kxOluq0wE7$8d5+}ct8f94x24(3k}XaLoq?wprtQJKQvA2-%#$4-%S>9 zsxnWT1hOv19XeL`X+%A~Ha1?tf;Mmfy!h8#hTlT8Yb_27cVo)nX~BpR5)u{V7$Z7F z(PKVYIY57O3o}ji`c~f})30xVCe=$X?P~`{{1UJ`*x$JXk3TG^lKD98r&iI4$iSG1 z?N3TEV)-3=ePbk!WbWt$?T_>L1~3QK#wZYTBN-1($7FIYxVHul5YF@V?7X4YROVq zQn#T`?bs?JBDADgFz?uAth`mD#6;1rNjBo5Q)xsn;A0Z~sTDh?ko(1zt;$+OTFcq| zg8ji;znu?+NQCsAsQ^RPKmR#&#`-bwWtSvj=OQy8!y=>C=C82o$5#fKZPpo23Z} zWRPKK1vBDhxt>lYSyrf$}{J@A>s__vH3EjAh*7=we* zvxVlZpUhlgsxl=BWYVpzSz&Q^E}ILl5;xyDMZ33XpWZav6C=4*<|8FOH@?jmPBR#t>x$07=nJxT6cUHQZIpICkdVC@5WB`qyAC|F@(_XP4qNER10#B0X4k9{|vnfBZ8gS=2BiR<=V zN>)zJ;?mOVwtM1qKlk7O?oSudGkTn)ntOrf`|KIsH|bPd`Sbsy>8!${+}bcaG)Opv zFd)((ATh+2p}Rp^DG{WlyHmQmOG-gPKO5!Kp&MbFJ4WjVr*b<(Y?KAZY@A{>hzg85Cav(MF0PgD& z(A`brN+Hco5rKh4H_-!g9tN2du?4~vG&C%YRDJSdGqCct2=NkZy|xd1mQInWsRCk~ zE-rN}D0zALGRv};`7gl*besM+P#?1KO>VifQ-D?EjD3dn#xs<-pQJ`h&fN6$8Gx6v zo8Zh)ns!>a1h+(7;{HnvcseGgudSc==ktf-GvhVlK&qMjqtxR3P==#Mbbb#Tn6J^68{{|hA)@jnvpY`Q@Updc9YObJGL_&^ZUQn zoH`EC@T>8{mk=G~+ervR24u86g`7^A=sX}U1-y1wQ|j%X4d~Bw-Hiac|JJNsZ41D} zu^RLiFQ$bCoWZi?m3Y(G+Q`P23|9vXVY+Kz$-`wWB9Bfg(bTj1M=a+2VIJdgOS{l@A#}!pRD3G_zke%O`{31 zLn|zN?cD`)M|{NSZ2Y>|x$rx`1S69k?C$&tCRDz6cr4M)9^zAOG$LgJhhQqF@K*p< z3ORJ@zW@M#1WRfM4~N~*i=!uYm9@>+hY33GlY+-i&%*mwrcDAIih`DnmM)*G+M$ld zBwy)LL_!^AKl4!#@EX=Pch;>8#Xn@OvtgkG-|Jq4EPnUDB;-v%Wi|uB~7OR+y~kl{WXjWRm}cOO)V`gW9r8be9VL}W^j^(GPIwZ&Vlw28T@tb4Tr@ItSwzm<%35V@TY2`D<;LZ^GecMn=+uA4#6OV z4R#zEC@bz%!Z2`&o`uQ~@lUd}mJ@*RTCsqxKs&@rgmD}l8S*!fS(<`DZc8_Yo`q}; zklZ`A%I`}ad?o+#-$_CQrwW;zCRknwkbpyXdq8sYz(>ew(OB2`-cIte{;4-=@4-MB zu|^*&!mX9tJPt~8FWgNS7#9GlfyO+9?=%*V-Wa%P2PfaVZVd}{U5wQFZ#)4T+KSqb znJg}SmJc^a3a97iSC1|NBx;Mjfl~y4`am;=4>{N9Bn$1RUrSG!Na^hC)MuFmY>&7w zfM#`UUx_e&Dpa6$oWI+qzjH&_QAp71_RE&1x#vi>D_eyQWM$N(p@8ZDN8S@-e!C2JZf;Nd1ir zWC9HE^D)b}jyTi)#A&C(Wuyiw1lqiI-#EURb>Bc1uaZFk!{6M~2I0K0Sho7$cu7WG zHn4DvVLiOss4p3xPkq35$291OWq)Ed<)3uPs5Pz6_ir;qIm6G_7m!3-y|+^C&wG~) ztgT4B$e=Xo#zxLrJUe5k7eX0NhLYSdhQ(+E=;-4TD1n{-TLeA9ml32@FB5Qj z6!3&L+W++E?rJmFakOF{CUbd5WF> zaw1>^{GkY2FwEZk%mp#+KYS2ieO1ZH3C6xP?W-!JgzD-ePF**if@E7;dw|}lNPlxO zxb}EE3ihAd`am zKan&YX|o(V{+LYN5X)du!`+S769`^7BUI*->D4#3x*yLyUy5Ns4*kWEq%!jF8InO2 zB8rbK?Z?k4;E3i@rsPGB#yJ5EVkcWcJ1UrUiu6TEa4^_4VASyxW|uV$N8bG_8NkT z#IGxcBF>7^pAxHql`d9US(!gf8sEoJq=`Bw3>HQjiV)-ukHWyEwt%>9>fl1;uCrz^ zwn$R2u;QezxNn4Qy7B+^j-_Eju(GmNfWez$!bm#ksQ+W_#vscEtq&IjI-j=w>Hz3_JD zJ)QTmwD?C1D|t2f;yU2C+C4hXzI2NKsNEp{S zw88&KY5jWp3NDo|9v=VN-pnh`-~c-?A5d4nJE;vCvD0n(GD1y9ZQ?!1x}xO0FzW%L zaWB2PiY0AcU5j&bR{+uh>f8167~ByZOw1NTLjOg`CY`7#MR1Wjbe zjcxD#-V=8IEA{ea^}u$32YR${(QB#a#_4t~v+J|#hDz<&`^rDVi2@5nyis;t%LYCA z5>NILrHuF8u=;K*zOj_srYIr&fz^lGri&$aFe@x7bomUILOxs6%Mttx<1~nfiFfBa zs{;Vf?dM0*40- zhVcHo447OM;4XgZIrIyx5dnz@#PUdJ5t=$W)s=t#{{7n{i#K+fzi={JQx{$LxX|DA zXQf`+1UMe_^yX$~!5^c78Uh2j(2$~mH3D3K)&>I(zm7#ox`8{H{RFFlFO7OeqADdx zRix)NH<~17ZJgbri}P*U!+zo>i)rjJCWX9GvLI!=rTYdjCHbDe)YAhsPc=3?JX|#y zUq3&uonNH!a-d!SJf4&!kpU*PlF%eMJ^&$&eH0H>VM~RXrDhEeN!Ay2Hk(1Uh8S4V zm{f!lR!Rc|+qyfu zqxY zK$8;Tf<87|46uKen|&(|g{rWS{gYQ)1MGhY*yXDb)MGP-iM>vLpw@2il-#}*GFoAm z;TG{K2qfjfr0?J6p}qS%c&~vb)d|SqY`PjC^`GVn`yT%WG~KiPrJ$YNrYk&LFu&|D zS<3m(&d3PueXZi4&K)+sc9OTd2cqV?O-taBV7%uoDAg(^(s8TwfBO9YEC45`h+kuE zW$T|`b!)7wWmKu}gWh$GheLULN6d zA3Kq)CPQbVq2^q)`05xVRW(v%%crD_p&kd$|oNQz7cdl{d6POzLwA;K(8+0CJ8-Tr zj4Si0U7Tp9V&I~TSR2Al`H4vdn5!Y7Q^MS!^m6De4q75nwqzgs@I}R~bkbe0L%7$u zg9t4l!96`8;GY4?u9cmgdtH0CcZ(w4i06i&S;wl(ug)(aQO+I{g#$*y`aT9TAh~e@ zhE*r6+qFSpZ%^__xc=bJ$Lqi@GuVv10)>1W-;(`-5cUqO-4l^vhu(Zoa`P9mp&(Wc z%Qji&Yf}n7YM+cIdyG!OP{LsU%Kn-Er?L60I0KuI^+jbeY5)myi3oe>y}(^IPs8F7 zUsmxYrCg?o%3nkn@=(~@tg;eQuOH^t?tx)G0-An{XPXjQU&CNz(4q%z8jO~~(|eXg zGMJ>nP%RZ$mT_66Hc0f@$_K#jg`~G&S09dGV-|D}LvXW5i`WXP z#5I8Uf|H(GAKq148+4NM6OeshIL-e602#ABOHr?#sIRZV!_-7{h^EBH@xfQP3EZ6Y zE*Xl9I8-tM>D;~pj`(|+{?1o6)%fX}{DCxiC_fSVN^cxf7%(*FOs0Rz%!%V8XC#7sb}N6!V5%hlnl+)w zA0ns#GsAyZvt1l4+y)Jv=OwE8l7rc4>7rhE)Eipx_3Zi}O(1Wc6DL=h*=kRAQ`g)w z4zC>CeQ?6GQqhQ-M0T zo#aE!b{d~ShKD*KHr9KM!i!y}z=!b)Ew)iknjoLCP2Ny6fo=LO@EQ5KeeP^tIy|v< z`xwtG3?~j^$_9ewk%`|oeoAUWWtwIMvtEr zc&{Fed{?sYXVQA{;?>I+SdbzpTpvVpVp1Bsp6!P%rglGR(#31J1CCbqgaS8*!GpdXZxtH)l!kDr9$ne)et;T*Y z99!wB*Hf?4OkzgxHIoEY>JCF;n3Kaz;|?&8PxVcW8d;4p>=!0%MkOl$oGG5f`MUq& ze~RJh16-5TC&#)k^j`e@=(~T_IVPx1S}}xyD9PSAQLK`2oECNq$){b%_F4GE*nMsVp60;pcBZ`!ZcP^LMzoUlo{OQ;JjSLHBl&cd#OO zx3w(NRiU0u^YnYXQkbD2W$a+eXZx86(2{BzXj`dxd_;H;!jP@zjBJ-!`uifwJiIIq}vz_&xK2wrj zk^|JZn*kk?iq{}Cn2KT@5Cn~x)|4%Cv^|==weVq9TprV8)J>w>x}0ntt;KGnDT!Dd##<5kDC05(=d-MDv>s z9P$bbeDK26Ump=e_I<*k+;YL$Y(GQ?L)YaqXsyp^O_J4W=0N7!V={Wj;Ztpic zFYo^D?oZw6jNLg!^Y7uYl(P@KA9f^pZ9HOdGQCImk%M$cr!hBr#&r2OJvxQp68hXo zg*eW|gnev?&%6%YneiZ#aDpBPpo@gI2&a-gUsNUW4Qtic*n}|;Rz$yYrQ*iBbkj1%;b7f29kRhK37?>&TtThP zdlCr?d>8h4R4RB^*--5yoiv!`oOj@DUE>_ajpRZ~cfaERvmbRgooDQLQr%ElrCxl4 zjPS|d&M?sP>mm}QhpYK}yq)7@>Os-*W;V&HiR4k6X&-G#!3`0MCRHuGpXu13dQ!&F1?de;!7 z+uqq}KQE4jS$^c{Y_6@{FV>?+xSl)v`1BL<+MmAJD=;4*BqW@!4rnhbTIM~w*#OVg zc8VgR=#kva+=qDrK|EzYdJ4n{GOt9{?B#mrye*y?b1&I4l@nPL;SX{#zpqRbUb7X6 z9nM}%c=pvcNS$(=t;1qwGG6;@&$g%Ef+J*{n9zj*Um%uA5cztqiX06Va)6O)J_==m zK`h%d)}8|h^(#4Q2-PqRU^S@~iCI!LQ$Tey7K0iqBvAE9)H5F4XH^axfL@0;!;% zV5~NVy=s#s&529n_XFW2IB_fky%xv!n#{>-nwtRe4<+J&-bl<2=rj{ zr+rU=9aI6E9Rwo`?%K8x21Widcry0qw~dqNc;iVpl|spP3(k{XLSE3ods6RuDvV|b zM%A8cvh#kn=_$@{^Bk&gcUf!bF*RL7q9YU|?$C)rHdRgt*L5XJ`EaGE&mSyTh8jiz zllZuKAz8`7#v1`6daj%HUUc#4gV}iR$2molEw7dx>_Q8?17_KN$Dy#;;>-qgkiV}4 zrZVFQd<{>;vI%IIhY|V-Vb$cbh;#zOAB7B&QQI){m3ie??mvR+4c!X*o5nCIDrdhh zb~?;8=6&{nTF!@iI+=!P8W`AeQObTRPy7lqe~p!Z!xuTyACf$IZv>+(pf=B~D2`O- zgM9x=yuc_z*0Yxku0FYYNw#flhSvS79Ae>F8I=m7 z^Y|6iQ~6_E-q838QpU?EFqJR^f`+#kjmB5s!&hK#3fymCA}3cj^?)TDHN7UzObpsDM4QOs?#%XN!L5gT2Dr-$*yA|E^qKKese9Gy5J| zUTMlOO+S3I8D9vzK#TP@A#=NP2ZuFxx3@vng-6T%FN_784zv@O(5JqWKBhYY9grl# z^QPb25Ydq9bBF#4CEwSDA)`JIW0aPo;CuV~`y#%deKxsXPJ@8~!Rh(aikGJZh=ynu z+YHS(0`s&&xdVI=5kt+SrhvJO(}cH*W`du3vxWn`2oc-)G-3@4-vVdAd+veDJG4+z%Yl zCUYQ0TRSF5WS|8cF2*m6yk;MH8uGjNh*z_J_1cJ6_6%&Wy}@K$=@j>n6KSYenb3kH z@bfM69rY8WL1gfuo3?)&xs<_BF-^smMEc5JJcEkRBJ)YQN|`pWNu{rBXLT}!@x7)c zhdiT3+3(=95%Gaf6HL^ou3r4WS{h$yU2^)10xcv5)(}SzO)?zf40uYD6cv%wWuPBo zMpIt1&7_X#`C9e?#;Dd^T@j9R;n*~{F)^Pruzl3>->$=N1ELTcCls({J-|@K7s8nK5I+*5Jw(Xac#(&$^sj2fitT>+L>nAZ?A( z5Uac0YrEY!^wHDPvBn#u>3(1iUor~+1EqV!6@Py`hdm66;_sImWnXq7#B6#b_gJ45 z`wLS#ODNyUJSNM|Us$kN9QP0cq`KxuNqaaTYxn|4YFV&wYVPkYB@n0l;?4}3f~i2f zV`<>oVq96t8M8`w4i+Jml_@NPF~#7wIMHado#W5#gAZWq8vFK}<$u|jo|nSUekUqF zY=c=05EdXvL>vSqR@74^5?m%rTOGkd%D3GF!x^1N#$`mQh)+)NNW}f`!52GF4A6e@ z;)SLr!;eqO>INwqCoa_a#E=SIl`J8E#f(9zQ1KY}gVfsoe8KxZB0`$evxBjupHJJV4=rwDb|E>>rLe-AW>t&${lW{6-6O zbTiQRb?HR>uRl&NA>15q6l-q1KYVJgYUh_UhN-f#m({B_a>=H@%yUCROVXC(uwdAK z;}HJB1`2P7+a7M)#qkp%qcD=9_os!+-{+9ctlbW4ynMGMm-qHuid$vpcWY|gL$lh4 zbTohV_R2GqxhuC@Ee&F-@VR*?E*=)Gk~ci0ja>U2WIjBTe$b^IOPQW=eVlRkuTW6v zdsuN+Wn5AD2HZzZgyxq|d`Bg&>=PJ-(%R5J#e3#W=WZL{B_|t!W>fEd<6pCve}H57 zdwY93@O>gLFI!tLr>4ZgFa*$ts=;gN$9D-q{=;?2TWNTp&shx-{&pe9Yr*_QBQN(` zxh8y#5{Ekjl4;v&`2@db=rkwhI9l$8n=_sJ_5+PhF+UNL=Glh>c_eGwLkJluK1?Ee zwX0c2u5W3nw_yTQY`OeI5CoEF&I0RO&7gijy>SM09|BDT{!?M|ZWfYC7UnRu$*;5k zV<1LMixq5}1A!(!c5`#XP{81?Q-C3!F-J~}nMEMKOShoYiL z<%8>ng=M3d>UPT#v`aOC$$3_-=<>qPg7pa7$HJ29SmKH|Rb#~?Y zfwd{YCN9+s)*oV~n3dSr-H>mzX)G2W2fc;~^qX(`?V#7NRbvg|$F_Ps)V$o>VEK15 zkCteA^Rs{YrPoVoX^dWW^DjxP)PEmp;Fa1M@@J>905C~PsPh4U1hm}kbv>V+=EpWk zoJL1XP0`)QRS&3v+-Aend-GQ&k!B zb=XEwOQ>Wg_wFFO@MhHuh$ouvsT?l(?fD!TQvR5lrlJVXw)GKgvITS}rYFC``H&g5 z)a5FfYs9-vw@-l;+WmCU3birIq+$urW0ni#a;83TdnlKBLVHA#v8{M=KSxcsZ1M# zPZu=aFxC~PA^%$u-pH<~MD`KC@jt-sE#&TOo5eI;RdfIzJA#0`vQXHDkPD=MY+xWVb1pBkVG4Wq07vz1d9X~Wfr`(iv zhu$NHJd95{WAsn20GZvPG(4 zu=N7g_$oey{2=kh1FB59*9V!64%Jm$LfXnGwVOE)`kQXN#qEjp_XP_JOH11ac!&(# z2*rkFpd({BG2exzg`Dk59(U~DXt)^I%nYSpgyR5X_rVp`M|$t` z3Steq-Mu(@#Rtl#7wz3JWDzGnX3gUhU4DW*b2X@`a)ugexI4Vwj|zi9%J|r|Rh{}c z41xblOs60;Tj=OCzxMQ4TEDgCs(rDuQz8>(X;^NV!z5igc`yH^D`ly?UYhwp!p+H| zAFFaQpe(6Ax8R%ExoYWnHF#`f_{FNnOfy20B%X9k8F{cpQ0}eJ zPo>qh$YGWgT(fxIHFXR#^^)<;yJ8brN0l}+B8^g|M(8rWuxVc350 z!Tjn!k;;bLZ=wcfZ4_@_KP1C}&@v~;@i0K*5JQ-Mm=v|xt9hx*DvO8e{g=nzaT_(R zZ-jrv6szfgnX6RH?ecJNfJBp&X{yEyL9#sqj7*KzR)K_Nvm|RTkKk76z}ep5M?DOf z54n_6fZtI&c}{a$hc2_Zq&OG@ zA6K3YCe4{W4l-^8JqT(IO{8vr`4w5i`mR5w6@;rHoe}mVM)e%&b}cPq5&Kq-1v!8( zqbCo_oLdc-AQM36`}dv4_VmKxQDIjr`X^8mw!Z5OQIebXSaE{7Rx0y_zsg_)a>1Md zp_1}H%=8_H^ocj(*=m14QSZgfyx5bx!fBV%hAOcxCj`(w-gSOpcRv384X{!SwY2KM zb@lpsyxr%B3+2C_{9n{Tx^?yS%vcwzDu0jnL9sl++eT+?;gZdjuG*Q;D;Mey3(nR* zjEsz+^Zj~&)^x#9{dt34aYWn@s=f$FK zkC-|Q0rdoOQ2xU&UCwYm%mh-IUKS*R`8T%2*zlXe!H7{f+mHHn!DUs122OrH!-IE} z8$`fP&JwK+Nx(3JjDvQ)}zV`~~Ep!^)88*UreY@?vgO+_0jhwSB63@gk7TtuQo zB2-wg39J0Mz7TVqzkez8)8?PKJOOjP{M_J{Hgeq;R5; z%1V$fpi3OvJ{ZaYC@E~+>65-kksXf2?0>el6!AHSV)5`I?-9Cswl`a&HZv0+iJE9@ zPy7^Ko%&o7$;=EC1}EHl>5ii#;?>o4VSwXzdrCfiV`Qex(e!&G^G;PqM@NtnK+jN# zoph5#75-M2$nP_y82d2mek0~=+08roZ%w-n@=2T1!}T`zWJ|_5;`+Sr zTFs{rOox07Q2lTAaNAjs$PccQgR8P=m-k@n=RmV9t>L+?y)yQ^WXNx&5o74sudlZT zQQgm(f|If3V%SzW`dkNL%tSyIga4^!d$=AzEltxHpF!Rp6(vBD!URmb<&wCtgh~Mc z5HfB|W69P;UBwzl+9M@#)55D>RbO)d*>`Mik>jtb7SCN)V;tDRxyS|aM%jNVMnrmu zZ)sCt{s!-oAEo;~V>9)uGWzBC!KO$A!zlGMF?gwbjNu%<%&_D(X>Yb%DF!!!NO~Wj zdG-zH>~&^LW~thI-~_W>y;TddG^ z1qWTD-?@H$G@AckLo|eT>o@#FH^4zXko~Ot_NhSnua2ved0HpkE_MV51+mycW)FXrQLA0c(|^~0NvT%y*gU(5H`&jG65-)+EK5R|6PoSnS^kXG-f-tO)$H#ec7;U>`2Q>{~-UrWeDjcxy@ z?uM?(54xNzRESWtP&T~#N)D)MfH;YbFlV!oa52ss$KD;*fot71zYAza!T>17BJRvVWwc$U*{P3wfMky|7@sr$gZ{!VIcs@h1_hw(r_ z5sZ0Rn6y-c*FZ!z%@CN}L{s5n8n&U7YLC8IA)YCUIU}0~))M;3d$H7`(oC?SWcJVS z!D?wJB_@O+L5?nSadGYEfB(t%n@KTgO_YjfIMU-GyWudI<&#!|^2Ou! z`oiPHBU!1mrgN`6*U7NU@y4O)#uad0GED-(a36fdPp?HkejUf(v)of(=sOWZ8tts0 zrw0Pin|W95oiQn)A0_6EjkI=L%rp$%6)0^Ev%8r0ZP)AS70k?E&n?|P$GkncJ7AQcsYnB~c$@!!7 zt#}8Kw2o}PSvIIb14Lt^krVlU*>n6&B_%h1>~2p&33>ir%tzRkZ+*|_QigHSmKppSLBC+&|4s<`G(N8l!$u6p?6QDo71H3Su4PuhwM$M{mB{OIX5jd)qJH z50b!`!KVocrttImax_R^f#>E|^XFv`6CX)7I`{N0Ex1^Nk`HJzPbf`I3&A2t?`{0^ z4qAAZt~o1$26A!&iM$p*BTxdMLv9>^*4g`2E#&QWZCc!){Dhe`;;5tbwDjaF3i_{) z4z13y&fQ6T_MHd8&w58b5if%&j2fNs4p{5eCsz-e&0x=XNQY>zU=i%a*}W}m(red4 ztu?ACT)%dqGT3I2BvxVY++%)FB&kGfW$l!0Uy*xmWp53~3u7Ro9vM4B;lJikfLB!W zJcQBhKBRSNTL4}SZ;isG{UAS1)6G1JJh!+c&L?>^^~Jh+&kx-bWW)H#DneO@5gIJy z*s1SUR$eV!x+SFpK~;dXYOIl)kdP24w7`6kjI zUHHex6W8eN+oDMP-1$Z2M z(JE&SR2XX9v2JvUk4+X2_+{YcNFs3WhvAa(g-$BibH)^JU+yim^{v3oiOB8O)S;VC z#U?_KDug0#*wdH*vILa9Ipw=fbA?flfnEk!`}Xdeoc8Do&MqvxeEz)g^+gP5IcqAc z)p=_;X~1D1S6*!fJz#mV&6ID1n<(fR2Dnl$#u>bue53*ODwbxvGtFpm*@JyL7tnI&OZiRL?ICNN*ba~$6tSc zOlnB@tyCUS@tRmauk5jMOu0`T4!y;|uZG~N3zlSB&HpYis0?1<5>w6K+S=LS;^Lxxlt9z^<>F$b zy1E*$BosXdTUuH&EGsGv^8Zi_~}*fw=Tj)RaPD9r^F7D&y7}uTmsWQbu}XpY{5{hv}oK2^5b{r zpJO>0L^)ue?Az~;R`F0@C9N5w8jgzGh@#xS2D=SK%Y|U#hLLJy%040?L4AhHP=3KK z(ne4dFvc0crR5q;p(p(?Mo0uyp&KEC`JBms?WZ6&O}widq8^&TKbFG!fcbT)d&Z;V zZ!HY5xJaq0QrnCwWfN?3DGnTlZrB3UWVNU&q(tHVt`8<1`7j1dHj6oo z#lY1rXJA(W+YNgwE!^|5cSolM{~-1ByrHTpsy5JLF5u&fptHH9);~FRylvO~wx&s1 z8L6q09><@?&?6{97hnXqbZos{;%z@qLGg3}PKerH>oV<%txuj&x-fk6#Ob%J#kmz} z@5Ww@E0H$Bx>n6!@QItTk%PMVQSun8 zW!ITclV)O84quyGn7=RJ)&^l{+%I8XV)X&z=rk_codf zsgD@~!}ZEPe>B-kzo}TTtWFpwjf%Tg{@!bPTdG}AvsVK|;8@*wJgxZVWbsI29#LWT zLXk$NVx^QY3NQrs<-C_*yI*SKH6%yzbBjwkhzO49P~U*uwF z$TeC17d%diy{V%Fl!^jC_}Ti?=>Cx4MqykB8C$nb{a8l>3-Jv~ijR#nxh>8VD45LM zwF~~H;!{zdCOIn@rB&t-zMo{mkjW0mB&jDajN^eIO zxY?K|Ih`?GEuV|T+gKVxqH$}%^Ho{Oh+N-k{MUdz9Ev$-Fe?8FuE33gQPX|q>MI+< zE>U99eyI}+wW8&VL&#)7vAaW_#JmReV{D8R77od-qT=>dQ^hL)nvi>b`uO(XYlDW< zw=tCJSMt@;?XxSw-W9N2y_yRm4*L*8GlW8ojcKszBwT9Pu&zQFfEmoNk|{nRLE?H` zHar|>Ai?XReG&BP!DYqS?0ZJFQP<(mS5s4AMutH8ru#B*MtCE=pGRG9L0e0|?R>&5 zM)jUJUH_Wfm_3LCjzm9Ja65WSSKAu6kkbW{0P^zLb8Aa2Zez=uT*ih3`UJSKQ9FB& zXcrsMUot&+;`&$Vn|~LBY_e)SOQ`YVAJoF*LZg5K+JbeTi|1GSpWyPxz8TH7G)Q4l4l`9_FN3Xd(eF|eQb)e)>G^q93x-L` zW$sE?3j*V$R!-(xmzTdzCEYA1%GJf3EN{_y%-{IQV$7SkP$o_2@DW~G(6|B3?7XA1 z&a)063uqi1W?r%Qu2v*9jXfi?xbvt5{$9{RJYQ0P(gD6B0(Mh#3XGle=|y2p`)= z6)ws?%#eOkHvOu=AFtC4b5OuG&ud12SPc#?DOg+s{Sx{9@H8xIS_DM4*C%gb;1o|w zHcT!;E&<{;%3g-gXaK%{Tz%640U|$4${s@8_Z0$Gqj3ber2$kjF!ETMxh5y4xgh7$ zycq$jVSH>%@aEGKsB~<;jo80Nd#%=;?>61km$tWmZf7cp;)nrL2zAtIoedlc<~!f( zH-auEU!E=aEeUlV#DjNvxU1~r>U;!-d7L=iSvbA-T{&8al5#x}xysDkry(JHUeGYg zQCpcU+NAVzKC9VkB>Sp&GyeOpPpUe=cpB;>4f(wf67tI@hcT7?s)j7lcj&YI!1H~L z08mu!hLLzlzwmN;R%AN;@#?AL-udGF&R>GogYTFZa&Hfgb;cZ#DXteA^sRq;@2_KH z0hJnG`L`I`?0p+vQge6k6!qO^2Vk@CASwoM80gtroaF@ygK8{gVn~m`tybiTD;eT} zSCz`7f7miMln6o|l-|+{JG#07E|q`IW4d^SKKT`pvBQu80s6wbYc!a|5pWjjb9wd= z3xOC?;y}Yq|87gjJQxzk#KfQrgXkFD0TMar;)&3|u}Uc6Xd765je%GJAOPy6WlG)* z3q07^7_{#_x>G+)pc{6IxUSt#A{T@*hVfZ-1HUr`eoQeeBKd$eztjTB=vO;78J%m- zLpoQ=vxiKP!%t3$UPq7%sX| ze(JT0VKLPA=R`Af3FKEvJKY64PduyQ9Na(u{KOLb$xhDsdA@@r<=efzwWh_xhO_*j z&ZYfAu*DU&?ifIyR_QnHP&Hj&XBauoG&yxCx;>0w97e?eYUEe;hmRgTz)<}!KE9si zW*MNZmLnzH0T%7WNS0Z)l^~6WpV&lLJ6JO^XEOzpMeDn`G#6L$pL!RUR>52{;3NI2 z)=gjNh0pTRCC>*nDhiSoYIf(I2JPd0WX0^d8Bqs6A~0eHr1!42wNWH82b8-SgoTB} zSN>KRm~>D4{{0(tn9yU{wVVZ}Cg*Qo_+Q^p89jPAaNpi3z;kVLC2Nmx-5<<*JO17P zYEilp_SZ!f1S@}S|4Q^=J8_5$%;}r!r*E^lO*+F!k->4)>@*=JS~*T0#;8zXYZwZ< zIhpG4y4$KPyqdQjQXNuXV3JZ>Ao~tteBazh)M0DPk%^%6S|;OW{j7U*4v9lyDHDgR z#w6FP`t{e+ZPSIX41-yP8h=&;2{9jqF*Q3mn*t2%%Yjxj?RYun=dL?IvA!fQQr$9&lB`bwjqr$L9jH2^ELg zgUvfuPSJpz(D7+2Tr-fpK+Pt{%h~348I>1Q#ihiy;Y-3}8>g_MTlG59o@?T<&QG?aXz~;1XvxIXdftxMd zV_nB@q|MHIW1rt#QFVQ`Ie6W(ZIJ~6#Oo9f2i_OxX(*yKM4}y7*ROwW4WEKRWj94b zK9(j5+(lINplC^ri|^$h?Y;Y)Sqif|akALn9By1CP5 zFZ-0^!(P*9(1;eagv9RhKxCqz{50`Tp9+S>#(>A$F~6lNd`4DQRxs~~;rfSA1C%0W zX66(w4^Pk0d{H4VRR<#5ywuc^mjB+pEnNJ2+!^4PI%r{L7Gi0z;{1+98BFPNa&y73 z1f0LXH8b$#$z%uof}Z@(4qUnrQR6kgk1PG$^E@iX%w3a%k@3$Ks?`GOfip*jjg=uWH{=;L9O2bXe;)qeJ zl-&4{|Bbxe@pf|myltc7=BDKm;+RDXML*pt|77bXs)OjohGHh08UJ|fVAW@;NE7RA zS(MhnaW6~s*3#pq;)&@SYUaMTX@+!7xKa1-$Lmf{VUp#MMKS(Gp9=>UsBNsT|M)qL z6WX&o*BE(tq$_{1U3mAw#~<|eK~(ehni7~R9KDAMQ<+Ul<&YU#VM(YBl`{9xy6No` zyihwj|L&ry_I5Ql+h7J&JPpn6K4#`Idw=BasZxp@P<~cQCN-SaSQ? zU-P-)^Q2b@vS^&QIIYtEHQjaWi_$Zn6twNfBTt5g{xse^y4!#66;3ECU?s>NBUCoY z{Bq##Iup;UJE@I3E{n73I@wk-Aq+25MU=@j557aPu$l?)0=Bb z#l(fE>#0wwm1~Q>3cSc{y8S~q9b^WELUnS+VZTIGQ51r<*`s5vj#VZdvw|buVmv67 z&5r_Q!TrZTr6QWl~nsSmWTgf>X41NEFff7znA3C)jfSe&{<1NQg3&{Aq z17#Ib8O|r1mIhPvhD^!lBThj_AYhwQPJJ&NDg$1m!WcndwE~=l;PbFss*4K++WCq7 zYZ~D21UqXLRTT0Is;07mZ(j;0?o)N}KvzzaK88S=nW#eOT_gb$iFh^>jDYRhSos=#B-MWk%D0z#~i0v zQX)~C=mv{N3aXpOF&jDjkEZhgr@H^&_&MgWkCBcD$0pfjkB*T<_A0Wo_YN7)u}@@X z&k#Z=Gh`i`tR!TUz4!Wm`d!z*uDYt{dK!GcpK-tM`*lYNjC_euoe7O@4XcVIMp)76Rn~q;Y3~&cl~rPtF-*w0F=uD7&fqv0Y4S63<3(l;_+WVg)Fo+MC2Ms ztsIH$o(X?6`8XB60bkR!Seby?biPun3 ze<(7+mY@HGH8|qr?7rkx+J@=W8^h#5>D2&nar`hdjrBa$w*@&(`6qL&i&63JJ?yJE zHWw6L+p@pT4&5bH37DGKqw*G__Ipdx8p0Mv_UDHwTOZ#?AkficF=}%bUmSO61W9p` z-;OIEv|KJb-j7}xN*AS|-aL9eY0GwIhLQey-9zU&UQ!|=qvK;QFR!rZsFlIAfK{gLPo-rW;(r!TE>;Iq8$J7eN`ox{ERV;VleynC z1mIFT(+40)8{@%P{OO~V|B?%r=okBwKB~Cp{iO6E*&F{pq4KMauLdkYX9pMYmldlX zX$R#QkIY~xnN1XfK~%HxaSVH$Ll`|rkGwZaMpwe;bue%cws7kA)gl(s|f9# ztq!IgY=Fkw<0hN|NK4CT zB;eE3;xRMYVoyv7#-*$Pg1x!Z8cqTy_eB5rjB}PZfzeD~Z?DC$4Kq9fn@1JLM)#s0 zCx+dShnp``Q}^mHtVl5V8)Jo{8l+7vnVtuuq{L)=;^8mC4eiEbp*bhOG@MJI;RQO$ zmWm{)I&V&g$r{R;HrCd}rWM&hbpCQXHc;pJOG7QaED?|QD`qeXg)oTRxDlxsmTDOT z9r9qleWAEI<(eft@@U(+MDqTXKhC@5aId_NFb)Nl5QZe-!wzco%d>4i#D5#tM-8R| zqEwNm{(m;9;}@4C$TIj=8Q@$|=9;~KQ(oxn3@A;Id}y<5@R@E%O*Ky4K!AQBaQ)`C z3dxmlFRCN7h-;rJY)Z6BeNKxth_k}}>hA6iIGG8Dzux*f!BfgZ!6;Q{H(ugCC|>m8 zgXIB9I%ppE-ui8Yz^<%{o*W4<+k8|8ObRma1B5K$_A>-g4QGipSH5+d*_ zNuG;(fd7e>6y($BBV2Bs1${g|G(9u0as% z?_#gJvV$`7HX6DX-*)D8b}EX_cz~VtK%PRnTO1@*TCR?#T0nrteRZI5<+pvU(+uzh z_AU4J5FH*Kek_R+EDTZq&mFScFcW4A)~HlHE42ZWod)}pZGD-8HBfWVFqSvAcx;Nv zuZ)=3zz;IuU2(Go!>u9dlZ@FNQIDr^BbS&kR#zM?vpN({+tJr?P^{z-;CT|ay}erV z4G)6RGEBaAuN2ZhJ#A{`d1_LAYVhdMBQ9C}IOC`l6q=dEOsyJmTT((f{EhXTFI{Nw zA7r>mFP8xvhDYJ;0iYg>C$oXF56S|smOKwuhnVg#@bd66A`m~Gc~wc7omtqbJLsgQ zn6j+)&_})VVkywoO|qKI)3HpES)+KMwz0kr2Bpgxu`vp4Pk8wFns?hsrX+tKpnUfX zKwVvVpm_kmg9e=ZSv|P`=O^$uflGa@%Y2*Ub{*IvtX)3d0JdR|Ch-n2MOTJVYD8Z z^YphMkbN>1@^^kqhAqK2{i^a(l2iJQ8Rg$iP(`vO2=XNnZ`bdx6 z@!Lb>f+95t9`y&)+Ae9oH+}Q0;lTR5axf^lGn#$oVQ83Iz5xcHw9!!0imq6=g#9w$ zY0WUj6U`KIE~l{0!RV6XL_A&@&MVZp9``@xzqmarbbkg9qH_O9eEzV_Gv>$1OA0J8 z?1~efVRFfA(NGK3I0$u!>Z<}GlN1Yj$pG2esmC3OQ`NhYxVMch zh1N-yNZ*p)<4bB9-un-}uu1BmSomC;64hf#jI{jwnkT7W^?FZMVU6r7*|2q?Z5F6o z)?L1pt6_6Ry#b#1*Ihf?r$3gNMm&L_au>+}!)reNT5;=rqE4cI$D*t8go*!Nr!pJB zsMGWDxYQe&x7;+JWIp9S!gu>UH3bbC5%nnqKAex1drGkvgY`;kM}CzLUm?C;uf;zb z4G{`&EA|-_w5(}v%lUsV0DV8lSJG@J#~*kZaBPO4nSVF$Ap#kOXbTeP7NVnLd;}{l zNn?1z6NSg@GH9B;mnz2u#mWT>LkJQ!!}0D@EKZjZfgr#VYYsgcjsaCZ%6A&N%5VrP z=ataRmewimD^)25%^Ke!L5SLq_-oaKRy4@?$-GQjn7t6)O<2`-#_l->dS0EVZU6N& zrgis+hMMu+)n8%MmhG*G0>1Z8*}gwvTL8UU-@f_Jw}J6`Cw-RD?MMZa>1JtBes916 ztF|6`v)f8&rFdK?o$?MOaj-~N2u*Y+pR4zN+rH9qBAr z+h6RKUB{TDm3Icb&7kMmIdEg@F}e582S1tYWDfz_w0=K0*{n#lZnvpL#qKi0GqjZDO}oPJD<@wv+bf8m%G6NXK@ce>EryP zmWHEp4R{|4NnIu|-FyI@do2}A7XP}#{)h4oBFYl=-v0a7=0@%YF!^8o#oAXi>1jP5 znVP5tP+kR=O7k0jewnA{) zEV&NocXfJn=Ut|{1Lt55iAPhM*;bQ)@oFXZI#T^7E#$Ftbd#8Me?dJQ<#*ED3|w{K zh8}sO1S9H{gPCF2srJ^>?63w>l=?Ju;#J8=NvuAbBAAxZCffg8@hnlvojRStIuTwdyf%7hm;r@y;E zJNW33jJ6KVOMvtSPjf@pL?|j(K?wO&$b#-hHsKbXnWbjhh^Jw^A(4PQzO3_b-)f}?2vT>?QD+CFzi7gxiqlLpjyFsgb^m{%& zE>i75%D4z#Tn+}a?RAfM)IDu z&MjKnn!7d^wSgC7ouzu6=7NF}f-G(6(hnP|@;icyZlE}PIx*7z9fM!1s}FJsnfm#; zK7Vp(t5cOVr~jQwpqzK;r{37Z=}sOU!wyhFim)dgi-6FpB~j$?&v`ii8AlsZ3o{9o%F_ANbt?E*pysJU$ADy=AG zx^ss(yqz^JE-PzM_Oz8EKxPO~b4CjK0BQ|)v5@&Gh!WBprI=^b_K^5_KaPV%ZdXk}QBIIxko20k5_3(hwGMQuuPo)!;yz`T z4pf~cYc1l*`43mQG!ztfF+*5Qmx#m9Brss3#!<1eb8+4A!UlASpkU0(Z1G<`zb0yd z{Oc1=CWR2=J5V62qu9`Jf;PnCAU2F3TuGd{U))lNx}>BHfJ3RPK3P5whKQ{eI;C*{ zabkus+e%QS?9cVTgyH4499uy)$RLAeuYp9_{endI7tj~Uod|v1P}80&E^E06(jeYw zC@zXk?)&7_Fd-(`eQxchi_aX(wVL6I6?cgdV~#28MB_lLGd+LeQpg;Zn%uk|B}s2S zDRTyV_<>aE)%d4;XJ9)9jaqDd58Ebt(z$cwV=Sp?zbdiB^_G-8W_)d-|&Yp<=$EGUuKt45&U{PJw$i-rlyp;`r95D(9}p^3ajw z)X_v?C;ncVdmT7;v$u&PbbQa{pJbz{P%k}Zw_Q{s=@HJurN&PIY`^8 z6vTKkO#v;-+uJ)Zu*J%-D~8FW&h*;5`CtpAwgKvIetsT&AHy1+Km02g*U|meka*eP zYyH8D4`#K_p3;Aa=cm2?i%PV5_G?iDAKAf$ixu{3j+~w_uMMJ%w-Tp)TU>&p{mG5a zC`r-wby|`74fWpmWQCdnH8hB=udp~;oG**dL;ZJjM$?vz84o8!P8nrOrGXWR0rI(6zhSW~t2ctdAwFhcf>oa`mAYp}>b^g~4L9S&GV^aK;D=20aT3 zp*6|;UfeByyMJmB^>J&{!}2ce3Nz-G;uChN%*PU<(k*K{_SbJfWtXk(69F2Qco7k) z>0i?xXUp#|uC8@>mfh+(M${yRm_}*Pa1OD7jR$YyRRcXU)}LYPMXb zo=xo=Q$eiLfAaD&+3LFEV8mkBK-o{$d~>w}77rk-QN{7vfrt6-npAuQr`Oi+@!8qg z$w_grMegtKgIWj)iL``-YUi6~Kym{htr4NJxNc>6d3jCOy{Zx(WMC&T@* z!7kgjFhLMy9>xq!qd2VniWgj~kQh2E6c?e2t;FiQ zXZJ>;PBLzh;z5cIL}MhO*)P3YMUKsj^nD~Wm6SLNVV0zj^BAUB1(qSHuk*R#Oy;yh z1AX^NZ`Vm@fe4~oJzH@$!SH}o;u79o2T|*S;g%0YM0IRKJvng`z0<$ zT2D=jAMCKXwuTSE+PpFm8>ePRc^K={SlO87%TblmkcQ-|kv2gzXrMvr{_JL*#J6m*Ln@?aA$zAx}hTla{Hu`K{N5lOOgzI>umO zg1x&wPo*G`f*?ea6-aR7Kw1$3RUZ}aM;oG`eW?X2I`54xGzNnX64)(Vev(T1M^TG} z3J+W8&5ApA++;WL$0n5WjLJ+I+gGfY{HgUAS@V$a!!d+CHN|=K18OLfM0d-zb=dXp zBWs1RRLXEyx_S2wb;Y>xpsN2i5h+2Dl@BO z%ohZz6_l?3tS{P@UNz1-@m0XzkJTrA4nflQST5;LdqCl^-iN#}%G)9BuB1q=teQk( z0_B?L`Zi_yEVlIN=>*|njJ`|r;N2do0F@!5MMJ;7tQ{FkdW(t_x}8a3e|gTBFKcRr zMeVu27q_gpbjLnWvq=A*a-~qj$Puua^l! zNP@8UGO2mgmv0BftGf%hSE)A14Ti#l++v9IB5;sjKH((avgf;nECY+{){9x6?fTW1 zMoqsfH&=e@g=olR-_|*eso+_se^GngzAD>j`bX-Kq8tTtkhn$Xb5EkH2$j?&`3FH1 z7K@mlFequADsO&oDGiHeNpLWg7)kJmXM`ZHdPF%u7R(k|spltl#y5!KKm;VxoE#jc ztF2?p>8S`cG_`|p)at%T4{7UuEv`RXKH32HEYH!)-C5&D+;5dwfQwdgW7CRW)DZ_} z?0r>xeViBVwKMH{EN)GWpXt_ni7h<;{oAhVtDU{wDC^pvKUaa5ix!}=dj-x#Z20=O zZL6tEo}`W;ZuzNS=YYl=HniNW4Na^1TDRSth116khdeu9Ywt$V8mG!PJ82FV;>Z;T zFMiY$53?Xriv2(+mHW+*jVNIQ<6m%i9h>x9F;U1j{4z6mPto_%keflvycE8}+|5@J z_3`5hd7Tbco;v@#MJ4e^qLNRJ?NM4|tMYI?$a*8SzzLL@gq6E3NK_NJRd&-OsYS&sZ_-xKtpVD3Js85lycwUX; z3I)(!2mxBo$JEqjMYR?A9gl=B`X`P{E_caX#(uuGVWJW{c7g?l3__T)Fy~x$D13iB z9S}Q&Ct*kMWnWK9M%`T`;Rzdc_3D7G=N6X!=0AyN#@aw9(jNNLgnp+XpbVqT5Pp-Q z&Oaes2M=<`L-N<-r&g+p5TvE0UoZb}F)$WxK;@dg7BPOI4f@6;1OI#j#C<>6t2Ooe zeJJ+l1P^QgUAC;e`8rcLspSO$k`xa&)W5azuA-)@a1NKs!}Plh42V9<VdhAoKSVp@W?|lAWQ|J(Itt%! zaRbk)#k2?+wr(Sa@fhazC3(TD*)eynYJRzpOB-cLS*&;a7t; z_Vx)1&LDr>P*}45>#vRB-kP+ZJ{dIlPZ`7M4dPz%YYicPI1CDtG7ayMw7Is~r%dVZ@|N3CmdcezA^nKsBjy@|!dgwp6)*Bb&da4`~ zOAQcc*h1Xapp6D=aCR*>Zge_38?yHB zy!9!=l$SEvIpFGOc{M}ZtAR79pzNmMX_=>auyc(d0d3# zq)wo?=H~k91!xHam0HOYqPP*L+_|OW;{Fp*nz*osK)cxN2K66Pqu${F+5*K!!@O8b ziOpkr7rHASsW7a)aJWwE?D{m_V)=$$n%?G_BwG_NKQ0z=bOne~qatMO??%vsom}Dg z?y14wf0n&)Kf9C*yis>*Sd#<*K7BAh2(o>1(6C`yU^j|=8)N+IvzfdIZNOgVZGN9w z{84ZYJWbLkry#2@pQ^4cs;PN>b$&GLv-uO`n}OiI%5UIelyJcJdv9C4>*?gN(^lXu zME1$%7Cpat0wiha7Bw`hdFO@KOFgsDIdHxBY<0`S7{KsJ1%uIJ3XkEB$nmKlFj%e} zT#x|D7oe8&rImz8C;3EDNm=WW&I&UW;>HBlH#ljZR5EyAprCbYyYBazB==eN7`;mY z5@r>h1jmuXvy?b0duH^E>=A;ShocU}K!6f=396z28W;%Ql#k-037H+rv5d7MH;IFIeKRY3^1>l=klLMlFPNJKn zNgK=QFqK?;5BM*Qyo8prygzuZqG#u+$$c_zzbmu_&EKH2Vgqy({46(?loG*1M*vmR z&fX%!FYEolD?xNaZqaBydQOfxhbwBMfsmZx6r3HjwT;zi*t7eH@0W4`8&k+psBSUyFmFBtF$RkVI-<~r-QTAm-D%kmbEP4HFM_Dt`i0?Kj!7`cD zLkS7P(Pu9j4#z@C0MQG`v$X&!1{yWM@&g7c6Pey`mitUd!`p!@Tmg=krDcBZUFpCN z=RNJ)1w1JF70&}Em*1xp)?4=2mL+g(O*T!{e3F;l3rxBD^R^VxR)tjtXTEDNQ9L8> zQGh_!Uo5)|0l3x{nyokRMUsGa*C-rF4u&Pn64;OC-pS)tYCufkC^@8tM~|%M$5J-* zyAw&20gQWhymb%-z|fC<*h9{m*_qE%iJB*=%( z!3dSJKMqdh%3abc={xn>#qt=p{mvWzW*#+; z78vdV@PtL-h`nDj1NAG0%ibJNH<%e-ZqSc|CNR#_ZfR(E?d^T?&oD;sboyrEa1FqZ zV>zjS80@)zU~;~%CVTBVwbX;4{@#HlqbHd}>FVA(Fl32Sj(tlc_$#cV2^=pQQ zNSk}IbJXSEqGrDdvETD+qRF#KdnFmO_zMMV7eL~j8IhYEV(F)L0(U_J?aYPO76BeM zzNef{*m&ZrqhvNeO^Xzat{`Sn0cD27D-eOhNJ&ZkPurPf9EWW~puNQ*N5j<$gJEFy{yB1)kp8C1y=xF8ba^HHCUOxT;jU33L!$`5wd4$X{_Xi z!?QCe1#p6T+8z)p+hMw?n$!dEn8kR{Rw@l2rk9mgv>c8+EmBKAUP+&Nb5!~wc%$$R zeL~L%j0JC>xr`!Q#f=(u4fenuG|j_lH^?m zfpHKGkFgSJURAWvoT|FpRpaOfjD_B_p58;{PQr}CBKOA)hQ#|;Nh+LuZovc!N~^V4 z=&7mRD!HeAQk`;`X*gPl=6hLb-g!zQz^DI`LU@iCZ){3@zWrI77-UOe$PEcYX01NX zr-aReR;xhpsNb3TE^zgTt%wL;>cH`-ybc>a9<0@tsdg zw0bOs>YZlJfxC=_W97p`WaG8^I+pR}c^tmdE+fNv9qA)3G%OS~KK@|XKy?MzvG0|s zRI7Yy7uSJQtl)}o)}j~~muKyq#Z;8=pt?m!@82PW_++(<1D>mr_##G#JXD<<{Z5m| zm!mH{6#hzxPEohM!!hZ*#QqZqM5(*RaZpS_<7cF=EtC?683qr7SYV;nMj@z9_-l}^t-Lg257i-hFezOvH&(D+AX+d{}cIocL>~7Ab2H=B$y}+{&V~% z@Y#bVG(IU$vxn&c3xL#qy2uo~>N${Z{kK6w3@BwB(S=ne)ov7F@VjGYJoZFmMf{g* z>L;pMmwWdrNK;-hBl?%!5!!prJ(ORz zAAa;SCM5nbj1?ll*d_R?dNM8!lx!{TiJ@$A0&{9>y+PDkwsG0Ic^S_l?mU@;08dF# z0EES>2W9-gquzu4JXTO-2%4G^r~c+kYtyWV&Poxfmkl(RAp&) zW`?8_C9!ejxEzCA|Ge4x-k{N!(BZnlzzYDW;{SUu$c@PCvAytEh;OhY7Njl&m+{5vUrE1JA5BI^uDF z5|RUU{=GDUidhL2flElhsm^yCogB}%m`;M?dfz9=ce9w`PX0ZYW)lI$z!fB{g9OWM zqu@A@FhP(VMx)^{c_iL~1`LaKXwBhVC6IDbq|;{;JCUAsWgs!{z`tiA+NF!jufndq z;+M6023Tf)F3;d?snxFn{>n4`{%qFHN+CPlgmeXL*mEcLg{!-vVL9Ke;)V%3+tvXboa znvH=R7vew5zyB?#c9#5JU5ea+-fN#PwTWXjy%j*IY2LA}p4^(6HEMY?WApk@wB_;^ z#PoMRA5!6A`f|pLnldg0Okmv`cwtlL zU49);_flaidApJ{_cd8os@~S#+igGm!Y~7GOFSR85lQHA8MF%2tc=nWQsHj>b?^=F zxWJdjo%*8YW=3QOVv+jpUEerUOrL;rYyF~Fu<7nsGI~be!{O0n-bk!DD7c=#zPbPd zl5C%aNCm0pwXgb*M_5ItUD`p237`lvp7J;S^I-#PKe#ztVvbHu{*}FmUd^Vrcnv(L zel-MYs=q#X(B&DkGf5l)4iuHxg{k%mRh4?T0#8OkF@e&O%lPa9hUTIZ8l5K;*O(bc6vS+?-www-W$GGH{aK%;?7 zP=pzx(6;*}DH_zMLWOMza5JEuKTI*gJiN6*G@BQsCDYl1sQ-e4dGMB${CMW|MnzZES@ruXGB)C)07dEN_xc3W948Y6M+K<% z&^s4+i{-KYOZ~z_{~DLDW}8kjfwyAZ^8ssnd#;9Z zNabvgp(iVsBArBf86CO~i$v%hR}BV98grm;AX(!QA859wK*$MMXq3 zumae4zp9i6pLX8`#FASHMZf0-&0vB4mwO=0HS8ggrOb@Z@?YmJ)et-A7v8Y5w;sxB znoHEKn%p#aeF}~$VL_=q(xMpvO@~C{?PQ z+JESpfdh{^#EiK^ENs8Y=2Q$LNF2rUjk=8@q^r^gC6J0wi!!~t(LheA6VVpMB4Hp0 zjqVtPuzq-iPrabY1ex<0t0F%0e|F4|_g|}z)T_VH8B+5QwNV{i&);9jr(A{VH-G&~ zar8?Rta!J|OCmstv$S7tz^nQB6S(>s_dt8@94ih-xJcMTI@` z!1p0FB@KmS5#khXUofB|K6@;>P>K;lA)KtR4O1#1awy6G5_OB6ft-RIb9oYYgE95& zi7(KyBfu1KQHUoWzMSnn7!^^w)pj72ecn+1*g~_f2K=c2cvIE+ls4P*XVqQFKmJ=^ z-=>51k7{dCQ=@srMjcYBXy@AyR1ot!9O27%4Lh!5K}ZOM zDukXsT?xQRF4U0x7~UTgf8^geTjATkHuiBDw~LCJ!)NmJ6n zhs-tbS*dE$3{HOk&U} zhq#gwZ5lbg$2J|*Ro2ml4K>B1?yG`8K#8$%CP=hi&)!^xr3zasu~0%FtqQP5vn6pS z%1U(9Ar>ea6vB#1h7;Yr>>lZ}5OUHqRP!E;EXm9^8=N?VA3l^g{*9fu-o20&n9UXr z{Ik2OygZCp1!6})`%YlsEa>Je^7N9Z`FA*4S>b>oSNpvjAVDQ1vMtN2X}Q12kvCy%wr;spfl3seB`}eMoXT?XWmkmk1khcYOt5wQ)kDo za4kT<51{-+aaZ=5y`>z3avY~hN~lmY=z0eTzb2lt!ZL8kUN<#KOV4N*dFE1miFend z>R7@&+4uedT0^#z^nt*A8X9=n6?nEHYBip0w(0u^ocaz|j<>Sw&(}e7x_XwBI07aI zlOFOrPPGOS8?aSWP%5dZk%5`uMTahviR*O~IL$>Wf!Cnc$#3T1SH`6KA1qCi^-jkU zqrZ+kr!^ig9$^sE4B=Juq*!Yq95h~1B2y|CX2mTs+_Q)GY44#O@~lv>TlSb?BfeF! z7*qr%z2Ko-T|}dNl!7_*@dI50T&lgNXk29P^ZfY zcC|uVaJbNZJM4h1l%DXcpR0OcII1Cl@M4$}`8MW z&fd{(7bvVzr|-jz|J0)=z-wT^n3Xu;QymE)$;8Ll?)j2`^9T84Qa?0Fni+9pFKp_FQ+~P08lv$5CMxphnXKHzOGvuvvP|c^i%?#VD-eq zOHd45M4_mdEf*|h(3#P;`^_$eb(Zg|T+_2G(ZOn-3evTaea=M?u~IF^fs_<7AO+{!5aTL16=8Gq?@C&I%i-`Ms!P{UNJ&?IpMkr0T* zZ&n#WKy4l>;;=gczVPi}uy5JT@A%kd@a|Mh=VGc6EkuqvPYwnZyA78IeE4D=zW46N z@7>Ewc&tDq#P$w0r-6fxoRE<4g3)i&Oi?r2@AwILXa8aj+^Q!?U&bMvJamf#vegR9(Q+sVL1P+YD+*KF?SD55wU0QnjNWM6aG;U5c z&)rH6D;5rS!-5G*0wLtvx8u-8fZ^;dm7ydLFIEqj*_Ziw@6_MyYnKfSfEnRGu0Qrz6eK&s!o%-& z36iqXz705$oRwa69t3r#XCd0^_l0Y8+H&dg*=6ID$>3`8VP>Z?NklHj6G%1)WTFNf zzkW{C0s;7t;_wB&{bHd$DC(l{FHCvOMrFH`5hfrsAO|>-uc|SEDr*|Eke_2UH8nb( zCDqmLDi?`hYhX{%E!D4JWMsVV4wrSCnDK7<@=A>*bxh=~@XO)Hg#OuKs9b*;X9UNp zL!k3ck<3*p3EwyH9<|_|$|}jZi7#I~V=;xuNzuN)!_j4*Y$b^0tDD2=a%J@0MNU=a z#cvZM*^&gsSK)As#a`W_nDe(iEO4M%$}tdyF44Xiq*XpGL`68<`DdWzuV0D>4IzI) z5cI7A%h*X|9z5?`-Rp7i^Mje4>w5*wtG>i64Y?I2wawPfv9>9wi1|2Npuz{PtgS*I zDM31(Qt$i7NH@J1UW`72Ko+DgOw0+-ns>^RY_jX;P|9}oKAUYMLlxy^xtJ%)tiw8r znjiY^;mN~n(+asdzBaYCwt`9jdfK{;2*(RKTxeId@oZ7~jw@2k6jL2yb=Eut?MN}@ zrPk$XOCf2c%Sj|bTKO=CupvmpSgJTf{j#hj$qPIzEmemPkB`Zj;e5W3TQ6a}PY}v0 zTpaCtLAF32*UTme366=0$!e0WS>{n#qi65|(KgQ78a?&|yaWv{j}gc3C|CrXO2dUa z2^yW)2WE`i_m0hd8MppsxX$)A!jaimo8uU5`3bsGHorR)_ltE}ioeJk^2bzBKdp({ zAB+9)SZWAdnHmSHX*wp=U)E(0#m zg626?P4??7(A5+Syl2awp+BW}r3sak&Oy`cs2YL2?i9j%>+$o(7h&Ca-4e#SWD60rw{7M{k4~qO)R(f>5 z2;(nv{MKmn3lIXy+QHEo?AxH~i7!19$)A_Q4#Pts1O`CrJsDdF@Pe1?qAgiJhlhXs z_*_&JP80+8a-?TL!$S}xNJK%(yTe@<5a<(tcQ3m|`ec|Ieg5PkCRQJ?P9{3Nn~;6E zgb{vL>nOtKi=>pGa zwjJkZMPgdAyOM?{FTA4M1}Wt-_CUaZQiLWGjUq!F$#GZdv|9f!AhmxK!$+0{K^Wg;<>#_3dt$4<4CYg9c$h%m!!Y5E(`FM zzRf4ro;&ci-0strUatH%1dty;e;zjh69lOH`O{*p{&)ftV%5{cM3l2}4#oxAPy1M7 zrP5S&zzCo^InxsW_he7!{sY;WTn(=D0j+G>eSG5yPx&EBA$Xg#pBHc+#A{QS$Ey?o z)4~%)TK(Y&G#{8IY|S>-is{1O<3RQ=$;E}(+1Xo0>$LLxZBU_!A9(e6G#{X-UJe*V zSPJ=`uN4hth~LX(jO?O5SRDYF=YgAxvzvd(A8;0Up_>E?ZwH%rVICK-P$j9TWl5do z&dz49D{E%sKtKV!CR#vKIalL{r-h}D&-Eofc$C#S5-cn%mirF`1yi!RD~LK5U0s%5 z=I0~O%BOEw;%uCpUS2HRF(lA~aTk$MD##pE!et7afe!bz;*GA$KQL#AP>uaW`Qcw1 zu{-k_XNgppTPQXh5|o&Th=||z^uHthrd8jd^vN_hk6NHVys_ed&pQGz2f~~X4UcF##KB()JeZs$dQKp?e{pfa`1-FIQh_<=KZ^|?@faehmuJy8 z<5*6%$iCn1fyO_oyvKWWUm6C3(gCW#MQsx*59J=bS#L@uaFb=-dq?*U-se#G9buJW zf$`5K;)}>j3Ck@hwEJkK`gOxEd3nWMe99G3pf%TBDV_bq)>jTj^cPy+Pt3=xkm26t zg@6aUd^D9zF`Ydj(gR-!QW&zzpzmFz5^+?DcP`r7y`-GPVyMZ(1#!~s*b<(6R|E;A zLR&DU2`nV5(;E4-DWAzBB2QBshdKl|qWA8D5tWev>UGr&;i)PTz4^C} zQw&{^o#v^kN)w){$}E&8QqIF|q24pDT|;lYo_c$WE=>bvD>82*pOqDm%3OwjPx}we zoZ#UCOZTZfpy`&|-`)?+l=LRRZ7o@+(Ic|TaN}d0(J7HgD&g}@d*^O8RkL%Ec;2io zZY@N4_s4$;oa&0O#^!KAJ>79nO5T+>0Y?e0B>{m*X6|HQR@D?vEl4!d-ZoVfR|2v()aPB64L@bb_m@Z zgB%-Np>si-J*ZS{Abc#lcedxzgw}Gkkg?XM6B5JU$VvlJNRXh!*v^}1B@V2BW|c+i zllx_$%n-0J;capPA2-gscU}JQqy$4i$5p?GTJ{Jb(;KlQ75w&jl#HxZZ(`@uWU1?4 z79dpfZh#1FO1DM^Wf9Zwe!N(jb}rG!_pxE&;!P{JDH;JEwf1N_U5Ku|UJ+&b_BT)5 z{gssvUG~MWLZa{>^n~kn5DWh5Cs1E~jww&AUL8ykya2Vz1&Q2uxP%BW?Jg95Vkubu zyEm|pu1^-${v^Yg+x_ORD&y#E=V=Q0Xq297MbF@FFXtKZ+}H&NXFX;8j`LX>QCA>| zdS#vE`Eiivx_V> z*x*~7>E>CM<0O7xrDN?EIrET8t9q2nkj2;#88Hu?z=z{IST@RvCv%dX;_>e zZcKMpGYD{?#uIm$&=#75zOA%yl;SuP!e~|Egg4xyha1KKW20_jk1!J4KPq;f)Z;>k z9DZ8VUO8_y{eB=dD)K<>Vkg}R)Ei4)eX zo_(}(+{0wp`duT4+(zOtn8bkiJlM=Fh0ZPyhPuo(6*UEwns)?yt0q6$rlI~V#-jtG zz!_a!LX4ET$fzC?zsPvZVrHuhnXYlf z)&Xhl`8Ps<7i1vpPUg{_X<8iE-!1g=*qi}=CF>o}3FBHYtpZVfa4!ZCS7kO7?By4m ze>Jy`Q+m2qqlE+Z6V2ck^1wLYatQ#w)>ExzPFtfv6zdGF&Qhbzj=KXQTiW1W(}KekmptpFH~wj^a_KC9>mTpe)s} zak5j1#ehi$3@_H@;m&0CMd2j>wYQh{wI zYt@$q)tj;<#=7W$d*L`jw~rb!MJbLI6hJMvZ{qmQI+w_BBbmf=1|bQH6ze( zDqxCu#mq3~$%=p}yVzJY_#YrWTi$7t=8gk{)f3ipXnvfJ6w6#q^I6|B0>I3g5G& zlgyiDD{Fp0B%>12_l;&q!!Mg7xc58P_vz5V_P33}hTjrH2Zi1PDZl?P!U#g=vQ}S& zq8_Htj5paI9So6R7j<<(BEG#{zGe$UdKV)1rPiA{0s?6~*#s_I9o-{9@&rG?bS;48 z)VR)NURU2(*Z76slw-?et+#VkLxWa-j!w&`#F%V>hl7*d-O4hO$sfz<=+9j0ow z0LkPJsHI@-s{)m$o<9w(jlCwVRC`qs_Rr^0!U^~m9&->~8i6N160$xfG-k$>r6*e22a&+M#;zJB14 zw0Ge4`Vg>X|EjT?^xB1`mu@1D{VO)@GT6Wsd3p{xJmTl2WmpgK-;DFnTrT*~#Bm|D zSb3`ax}(NH)kW>g&jbId8gN8sCsi5!VjyBS>E)>QR{bhVTDp8g@+Lmj>W{j z+06g?;46qm(8gK|Su{AgVBJ#t|D%uru+S?mX@7v95Qf7BQ-&V^0aaYsTJ+(Aw8Aq$ zpxP#st*b0^>;(q3`JL?6tailM)c$?b79;# zD(D^|EB!lo2%4**d?-s=l7XBFK?l~VNFQ_1v;^>)XH(JFdL#1x(!TcwP4=)gq7f*t z9D*-6Ve<`6xu#83PBYvj&(_w~>cJclc-)-vaDwlF!d?+v;Br0RoUHaRroih5$4)TP z=hiO#cDetQ{-Fb?Y^DcO?4=%U)zNQTHB-!J00YK(irE_}DDutXT&7#nplFOIMm`f` z%2JI_yy4bO4&LNZ(r{@-JcjG3FfjHICy!5$?1O)Jd2um!_7Er;>awT=7cx*xi9G|- zAP_aBhN_A2Lj*Z2LHLR9y}gai_o&Lo#tXn@{^5CL(sHmBGq|Sccn{0*?xEa|>FLAX z2G2c%PxeX^g>TbCa^EeAwVDcK0}=iF$A1)FU)04x%^+}HnWe-lFKJk0fQHkyuBS&w zSy$|v=$}Dd7gplor(4vW*`!$UghqbI+}F1i%Ll&3q5x6?lnXAa7z^j$UjnR8$}369 z2p-u#EiK>h^V)fc%hB2)fbn5L;?>@7)Nnz=@%!#DAe1>ugFXI_rt5&F`hWk|>{@ln zxXLEkTSitlJ9~VQy^+jVsB=ktEQ zpXc?wMvEY`S3}vQt5M{N05*_Qg(SQtD_rnRQG2dEG$Y1A(wm{ATezxMl$Toz^aoh` zOz%s8jPWQKy*V?(Uoc2UkBLIHAT2Oon0cfTR7UYVD#zAa+SBV~hI)Hs*2pYzEK%g= z>_`60Nsp7qYwGK1ocR`Ub2rLSxXwZ3D(p}kTp_(2ur!=mdv>%2j4Fs2r_F8Bw0$o} zs{j;hBKGIxOxS}ae&OK7u5G{AqXaigv?NA(G+L#kWCdiOEjT^Zj~_o$>g>plfAQF; zE*rN4g&2DH?-^r*&Fc3U5G!prz25HyXts!3)&(GinCNJgZxt|DWyL$i^PD`K*xQTo z1>Ro-cd4Pz_&1mVJQ(g!C!x-e1iX<}xbDF~%FgL^7@$7<;Mlo8CA3WoW0ca;wL?E< zlz_zYbIT2I3d@e1mr5YsNFB#U&ne`FVNpLpdl(oyIB_?SSyK zl;+gEyfZa51?`|o#jmOx_cYv0JrB1R6K(T{Ss71eZ@?0^(A9mnAP(HS_J|#J^;DZw zoX!-ce%(6aEibpBJ0hk^H8R|u8+Tu)Ybj(^R*bVn1B=J7#yvdBgfk!G%#H}=!ahtt zU!LWLO$#?qLP#oIHJ7fluvC@M{asz&gE1pJ!I@DiQ8dz~qXUoxHj1tZY6QgEfM_tL zP!~x0QUk`du8UuTvr1QlO=egltc-ykebp$}i!W(nX4H559^u)v;*I^5R1Io;M@wLatkIyZOib4cgt@*Mox&CuKWefbAZeBu6dX>-T1$F|Qcm#0=mLpvdBk%=FVu@DF zvM7&WLU8}wk?udJvZo&nTu5zhJh{6Wczz651GnWZDZ5CvclC|KXdqvkj_T{_=dp^Y zlO^M*55qrR`-Vk<`+I-e+@Nie`O`MfbC07x5^1-d059q^TOsl?v3d^aFC)7*qVO?Q zC;nhO`5V^Q*tlib;Gwey72}io_3AV*m;eQA?Lz-dcj6#8ZdiB!;&gP>y(ocVR^Alq zalK)X*qn6R-}`gATNWT%>rag6uzbhJjLpe|W*!s|n_%O~qB{28NchGJAGi*ccEg4| z8C_9iWV;W9QtIl)FDhU_68!h;&n1C+*`H!hxVkn{Tv|uW3MS;G8ynEuKGjI8ezdz9 z2vTdf18qgF9fM^L3G@9rcYELC1gNe#!7+!Hj;^4jr2f~-drkjx`FRZm&S7)N8Gct% z!dnIzY6LVU95~qAb!V21%NRtbG5NG*?55?i&B-%_78O_?biKM+W?Gro=+AXm?Su75 z&o_}0yUpp!e#uDfae>11kx{cZ!cI>na#RA3hIjJ$O;d|X8R*ajrG?}e2mWi?893h$JRS`^Tk_~5i_Sdyr@v1B=Fo%>P3&FTqZ&PhZ;hj!WpShUrSYdH zZ-i{Sy_etYLx4a-X_FZ<@owRF>=TDaRtYk|^b#EzNiq+RVE^Lse*eh-d^9!6e^Kac z)a=1uDNUWlu(mmcNa~xfx{i)~Lb_H(`IUqF`|aOE^QvpSVddueucd-M%v%QI?C$R1 z;P5{1ZQy9BbOPSMB{`Ny+VTDWSp_iRJ{Uyes|}N4TP^RFeG^e1Ro5T#xO-Ec8O$$= z(w>)IFPEpnY6)>Ly%6k(fDsR~;sd5x;Ubj6b|Ocrr7^?1D4iLP;Dw)yTJ;<^_n)rk zOb1zpGtgT8uH#z<(!(RzsNl{pu3XC1Q*T@lkBc%-#CM*_FZb%*IoYGFWbi(iyCALf zOW55kDzb6TgAP8p1w0(!AeNSvzI1e?%Him8R8e_7?ONL$fS|%5UOL9c;*>G%*{|;3 zv=vHGSznK_-kjcABH?cm@a?A?^$-=3@p$>D9QNVr>IXm{(AN(K(ck!{-*P?B=wQqD zJ3pS;_m`!M3|P!;+Iz-$@)jz9`1h)IiXNusr}L3(KN>5*T}F=S;l$qe!u8ZFR_q}; z$|jwpZSd*(&#f!qV+vKqr;i_9`j=s~OG<+G1o)LO`W$3EWP^c?T}`R)T1j&g9C`Wb zYc=o(*3E~hT z=~o*&Tf=5vxP706ojVK9a`DyXch%Lq?bgKjw0138usqaXdebMt2M0__yi1o)j>MV| zcS}A692T1^AQiHQnu5<#kLtjYN40R-8}IZKvN@jN;i-xqPA)g=85mFe{AoBkSmQJ! z(^*~oc=fWcb2l0_DH0v>8V>;$c|AZJNz4d1BH@3pk^6|_9sbpUeYG|^1_tj7Wc9F6 zb8l}CNC9o%W9Q}6KL6Ex@h5iw&pE|Yams)70#UCfFJlhUIkZF&Z*xR%Mj(X_k`_Xq zqgI~xi_?U}M#or&cuf738o)F2+<$`9mPr~G=_{x2qW)h;fsb(R2Eu|Wdx7TdDUE@h z2sF2vyJ_srVx|saZSoF$C|14`CNgqO(WvPep$QRke3aSvtV0$|Z+{bFlvy&FzhIE7 z#|c6&-WC-QbpEFwDm;4(P%oRS z&TH!>WFs8GKGSY5{6OaD>$}uE009{Zsjh!OwR(WHCQuL$hcnOIy}W*PoF5EOEtkR2 zz~ry9xRkiK;cHcmv|D{5c;C9Zmr2mW5bV*$c=i`ckC@JsJbNrhf)IA_4m2XXl0#m8 z-3f59IGq~GrRgqTdKPScGEWm79Svx6+5fyHFvyReG*1W48-_fl#>Z0~C#L^4XoF3U z*IX#s^;>?cx`0-@KYcnLBW%6Yd%RJvIV>_P;Ip^k@3_#R@+wu#;U^eoP6jSSpF_m$ zO@b&{_|TSj4#&r@O;p42CJW!I0mKIeO-kZJxKV#rLpQw+=2x6crXr&r5VyyKLfAB1 zGhKz*>>L&Gz1P&yismy7hkxAqYoQ?!Q8xz7facj+^HN_XBXOvi_u=ArYHEq`r~mZz zKUP&=CMErHm1xuhKCcu8dQ&(@z(;=l(@X#u#+o>{5DZ8iI|xv|Bq3HTFv(s@zYTQK zL=#4!>5*McR%5?$HO}(d_k0<}(lxN=I0cK}3;Cijgt7c_OH|L4k={(g=f(bd$a{K^ zjtp~PVApwFjV|H*fW%NDGUhU`U4vbi;UUSk)ToDPR9qe{u=-Q%(dlmeUhJ>p)$RbT zV_3A$PAw0F&G=XOf-WJL<+UkI#W>%+{B;vWoYEp7r=^2qB`>$a&T^{}6ZU}pQ)0gxA?eh* zLkdS6B77U}lx>-HMW?1h%s>0WE|9jVZ zc#$3xD$3x-X7hQ=>bRsTEqji8x)oSzrr6Z~_d-YC)WFoh+|)EpRsUx3V~TJuaXL}= zyU5w&1RX+VMIRB3hKk7m}TFywky)^>!PC>E=RNw%Q+Q7K(e8fHWCd zG>r3Fln;iK7>CvG>g#7yyypOxiXV`P?4Yg(uH}Wzg;hB^H%fLBTNi84%*)l^8}mq+hFktP;^o`Ie#fpTfIxNK$o|q(>%CR5zAC=u7?aBM}CU z7c4_yKsppSJ$m%S{>h^sBK|s$xvfd%YTTCl>%paM^?M=kV|_qiu+;m;K-X0G-D5>v z-Fs{lfOk~C$B5H4K~^;^2Q6dci%tc=^WF^U;-;pJp)kgAI0qp4H#b+|mJpS`j4B#G zm?@~85hpkZL61YKzoEqIVcD|%(KU_;e^KehmXO<)7zT+1h%8I%;FK|dkyrr{gquJp za%O}^Amvr!a|~%HN|zUjL-z`G!<3#g2L35u8O}f7tDfMiKiRIUlN|G`0{cEtw0~Wu z(kBbWl&&r9cn^!%^(JRoRXpuWjpT1a-Z}WqdPTvS9Av(fmWCl2U6HA*K()gS0(OX| z(c{Ny>*A$r&U`3Lh%hp1^EgZEYxOz+p^b-2aDkt0Of;AI?r*>+x4*j&KD=uw%Ng&Y zV2qSkRFv!`{5pWE-%wS7gqiVcr&drmBhiCbPE-pYD_HYJWBl`f<)+AB);h4`j)%bw z2lr+S+K=$Q+$obixpUJ@!AY<+!Uzu;6HDE?og6uejyw6at%NW(7nl*^oRs@Z-2zBN_P@;%&f~| z_h(3!7ay{j)C6=8ib!q*OMi`nG!3p5_AMfWB&s}Ukjt=oy+7slC@DVOzzsukxq}Q% zXrsZ*t7bM`S5aS~9epIjyT`(+EX|1fwx|ddB1p)b5Y-yB^-30(j}IqDUM2*eDWbyf z&|6cs{t*aj!HMU;79C1?%1~jxWG#J#2QHlN60}1(Fa@ZJ`JrU~yJiwJ2t+tHAOE~7 zJy4%eNQ)?(*%kLxLF#aMo3izP=L6GeVV&N3EA#n@PU}xT)_v?5xAh*fx>v#L6du0* zMI-$u_IAG{3W?K--R;M1!<($dSKe?AV-{}inIt;24MsU*ESS<<<}I$?-g@~(!^+zG z)h~tP@zqn~qSZ6)sgfTL?4Gd+rz^!yJ@N=N*Z0@=SWVx_*cahl{r&r(ctVyeNH7R13yV#6hWv4YE z?j7vlPs4)dKqgt)bJ?>6gVR$y0Ls#Orz#wMp}$dAkE9Hhd@90^_S+rIf~*cmdWQpT z=6vo-;BUb`DAo1#(*WRyBZnpaYu5k`hECcwr=n;cDlv6m-(%R=^bN!YT{QQgz45cL{ z{@~<^3PK2qh~#M5o>CdWK@41+h6amUia5DA_AgbG6#0N@1ewToJdpTT)SVvwv)S?X zYkhr~mdMK1MN9PORCE2hXMRM%o@_@|aH44u)p*W3>u{%%BTe?6q7Z?DRs>6g`X`bb zEdm|MC=3SyB8EWmMLtOtk`ILg{PIa#K5BexTuSSgTt7mHn9&09O8z{KMrr~omH&dI z!mZ`0RFQYE^Huwv)sl-Tm9}Wp-#YNSBBg`HSYOelKnBI7@%?%fn zIJdiT|LnN`&45dPBJbmgsueEKE%GEc+YjqUZGl{KXlU!ZuBJ6cBSUhxr<3s$PjOY% zzsKgssWY39-CPGkdiu^5ES-#>7l5~rEpwsofX?+yQ=D!ZbX#CRDZ%^&0N`9^bnMN5 zzt0!}j-^2e=sQlxc+4O4@H6Jvzm?5#G|vc+H~B*7b1X#v?W^1uityI?`D!Zej?PX& z=5&|%Jj0&!Wj-eQn=u5>?zCBFNO;~7L)VanEo@bjM!hRJ;YUvAicCOQ<6 zinnjy_Vx8K^I6FSEeaL)e~1_Dk<{k!WolkZ9yuu?OMHskB?-XBC#vZq6^}0+(NF9h z`laS|kw!;7Oa;nZx?m?KCwJFLuhaXRpufx0OFdeM-l@N#%ieZe{bsY|?|VkCqycI= zOTqQao542LNhY1-7z>OZD5v!kWp(uQwUN0<>(BTc?GYHg=mM^hn=)BkT>5~No~e(h z>*yC1v7NH3oIaF?r%)-aVqNbwH5CpqmsQ7`2K2O+Xm=1-qd5L^R}gj&j^{=%Oj7kO zssU3_*ZoZnreC;Fz?&9}VE&g;^R{vkm+v8aP$=eImyO;qQn8@2@?Bn0T|vQj*K}v` zTlo$#In>u^X^9Bka6VVl*-vs6;o_n&ERQ2K9Gg~>QszMbd=M7CxzAxfJesCyWa0l2(sVn{E z*4EbfVafT}`1oqit{byPrWANY@yiuNJQ}Oc25kQlZgBkEoFNbU$T`f{)+CFHyc!ug zU65H(weiaTgg?!gnV9&^_{-k^U=iT0(BA*%c4ucN4e$N$lao?`XCd&7jV%sykFU{-RSAZUN?_MO80zEzb%J1KQk57S=W*3TbTS^e>=6c07 zgTur14r4lHqiM9mz1R#EG!EuP{#3;)X;b0kW?`RV=ACwXzK2P*CeBlXaLaja{xs6k zOHgAcSL96E{qio;lASvOgN(k(i&6IV^)(nxxf1Ag?@qwkk;fXiQVqaVz|*rcd&p3V z;c^%_@PTCSswSHh!@xEbw*Uq`*OJvjXWoDB*c{Sw1=V9M(LD8Lm_*sD)@q#XXyGIU z7IGYnHYNTGyA^O}7=+v3%xwB+)k7~Y3{1b^Dvm~PU&+<2aJ;ujHr#atw zXMZPg%w+IYfQqA@RS_i2t%N-9x&hU1?aGrT(amrb~pbTntCt_gQ9n0c#WF z#+DbQeiqgWLm66xrNER&vFC;AM8Ncn`x}wE03oUJgFjZ-a6eugZA{J&1O_Rf81(Cx ztqB6NB`-v+$@l2V59th>Z>`wh*A&oW)z8TP6CH7xlo#R@&)1uyd)bwP!i?yJ#IFe< zwDdwb-E4g{@Z`_T!!MBqpY_S-Q}wx7s-c3tE+}QP`E!`Nfj*z z$lIjT10i>9Y&*E?Yj){%;JNM{yTO8JoBJU0qtPtW+UVYWV>ee1VsCj@l&oxo9g~KF-*Ixwt zl|7g>8|mq}kLVjLE-eWyft5ybvHf_VZvNBFXd+>g@f ztOZqs!aZ~Yw0;caXp%7FD=~d|TuEnM>gSGR?ys3;@;Z9@(n@Nbq-(mbv-2(h1#p&p zPvkY0IomR(RN#d@zAHA+uc7hucRVWz4bKaC7IYScL182R8ES7i{?xE$Ihop+Gr7@LuME1CBUey81e(CDoCQ46*5^7G1GbLbD- zXg?qC?OuxhdD4`FE;+B;p~ebX9@cD z_!2i(C$uP`NIr|W&riEWo|$cppambEUL$oug(sfZaX=n6u6G-j`QiLxtvo-!rA+&S)6Sv!w zKxlKlVn$T46 z_Jm8^0IWxoPKqs#!rH-@8lfDf1h~>s4}a3>wcm^{+7}YO$qRLf-$jbvx&`mb&Y(NB zN@FII`Y)+a8bQ>S+KSlbB@*#sLC(}W9VW|;MxU)*1N>HZuu;*`b$r&nRO!A_4C=!< zcl!lMRSRv6gdY0L-Ll))Ty5wr=$3n5#mPUpzf$+8JB_A1Xt-74ljA+4Ap(Xd3!i-Kj+#J+ zJnrKg1UwitUaRXGI1f+V%?N z3BIm6M`R;WI#a3+VPEXXF<3-Tg+NDLDN-&5!Jj&`C-yLG!7vm!*ET7-MUVZ zO7$X~hv$Bkc-(b-tkqV|Xp;5VElfdPU0qgFmUoxVgbQe|Mb(F0-Q37AxHXmXR{ztt+zQ5f9?w)R5+q<1d4l0-&uC67nTPH&=&$_)0yPAZN2mOova>7TS3?5~=lev|`;7w6KSLEZvpG{~ zw+W(-S9NvX?d|Oh!@B?d_n)c$2;fq$78tLSyb*WV21|V4H$bK2^}8i(=|>+#=s~F^ zM)nRubn5CN+z6ST{_(1AZfXPXH9(^##{P5ueWJ_9DyoFa36#*~h z2WYvf?bLR26F7)p6D#w5_~Z7iK0AoKHA>KX>G$eyDc9d4aspShB=696J+@j|d)9S5 zdaW+qt-}zqa_#K$EzxigHQMYx(iKDIUXeZd3(N+Pp=2EFE-;>dxv3A4<|XBYTcEsv zH1)$p{=l(`(b1oSf46)1`HiZppjma$7z6*HlYnz~0;wVC!&{1A)7D~Qz^?HyHC63? zYAL;pU(M;y@+)9I@zL#ZadFYk_V)9z=a<3=f%P^vIoaT|d!y^umpjYNF}N99+)nQt zb*95{6ZhiRBx4r7p3bRrS;(Xe%D#3CMAu`sKDw}qCKI~czl378!CeFd+ZQ(VHa`r>c z-1HqUmdl8Qq7ae}bnB)jW!2{uDPqo70=O7tr%R5GJMAmKe+eio=ndksIeHA<7nGIF z)VM4FO~`B8%h&8qaCX6SOYu_HiUU&Nt4|{8`WiSZ)XlIDCZc|grd_*6-}%w8KCe#E z;+HtI2VFMvaJ>M#eG(ARd(y0obHi7CVr;+Eo>rSJ+X^heB zLI%SgZ%`)sMhZwi4h{iQYYPiG>iN&;iCg=}7nXE~kTtxp;|;txVb- z=K_@0BU@7Qh?va+PcIgJx`f+PaLogR2Ra;I$SF)pNZ>PVQuCS0zjDp`QXyMV6!=6_P+LVYv5nf7SaH`OkcAgEgL=VUw zr>|@|OxDD^F(C0_mcXg6kJmCgR?0W(aVg9Plyhaxb4RJGsi0#mJ3E~@-<>(#U(T42 z5D=K{#Vkpg=BWG;(h%%OuHn1L16S|4Yn=ty&)J4&GdCC4s-#<9S-q0*zwXsXx8pxJ z<~KKM0`b*5QnrWjuDFjtMdD1Z{I1>Y?8=$=`plw&1TFPpp)kCD)1+F+bM93@B5KG=7f=|RE>WH!D;@zB zEDH}wMz#p?wR@CR4SM5Its!`8(9tzT1sNQ>tDHZ#3$4#%^WPH?`Ue4*(Xm; zHC~bW%ar>FUIoIWQhOg26?=i?Pp<7;!wVlBJ2wZU{a4+Y#10@GY!aprN$<@{I3hYl zAckjq`x&=Ei56ASqt!zkwoI5)TmFKXv^vb{S1`dDpp%xkOFt z9j3hC92@tK!fb-LZYcI~=V_|KmQKkprzIXo=b{PV}b z-oCKlz2B40${TK~0CIrs_6S8NrK{2d4r@7OBq@@J35~~$WR;Vny7sjvvVA_ZJ(Ts` zy9<=zN44M7;+p?i`cU~0pdPtBEeAFSAVzm zxw>Vet-S?!U-Q5DCYZANNH=X{m<|7ZSf?SNfXt_f^g|EF;vtzygRlrJHfqS3nbrIi zou6*gD|_9gkIG@u?15%BCn}YF0(|&(7rOaD^}Fmjo%4c5-HU@g{G)mXm+)}zj_Rv3 zQx>Nd6$1Fto}km^5^9@Fh(NI;W_J%c^j~D_yywtkPPW3JTG=K@)WKfWO6>(!_9})W zi*aJoHaUH& zesQ~Wl2R@%#LuTiYW1XHM9d=UckRW}vJ23x6E4%5)B>|4pXY@=XtX44UV6tLs)<}% zOh5K(8Y$+te{2j>yJ@e5uS4&YVi}}e_x{v+J)}fIUM@bcVo{SG1c`-KMmsC&83H^# zskcAHXl?(jRx)^h-$>th_{Wb2MnArOEhypwI;pcMI82GE-`?(sj~|M!wsi!Lp@~nj zl@2Qv5!>5E-9^T-yM>oF>zypyvb8wmi3I(cc;TR$Zm5O2=})a2r1iuG*8BSk#Uq@< zt=v65@#37pTtsHO<2tk&o#PWQ*qd%X>1lRwbTn;#VhYUWD95piPzxYL!m)LkL40uZ ze*=O8;O$RsOw~7^R)h54C2M}?bb3$nLFZ#nljFgS@&=T>URYhr#ihN=-U zi(iUD&8HJxB&)|I(WL9JSnX{R_lvU|I?oA&X~94RDRWCwmBar}d8eeLnwW&_t|#4Xitu!Cmq`yJ6_qX9BvY_CEp6NzU+A0w{wYGdMO}b4^nHm}rl#%I2U&4Yw^u*}QCIlZb>n?54 zwQ_K4$NNFmC%REi9v<-1Nl|9O`W*Yb>iX46KvGt75&~`^1K($geo@H_)L-KIo?e25B%7rDT$0<<^G^jAdr+e z)l}{HtKRsT15fm3f){0M=NdW2xu4c9-L1!}{NW$}+#nnqF##r-b@}IZ(R?=Y>|uz{ zkX{2rE!k0X9UY&p8^ydms~a0KuD>1{7%b~H`#1!&v0&rYgnBAWMqNzB$U-vas9m$w zJQJ;=zyQkKw0SA@agKG0PIg)?F>}SAHP}9qUcZK_$RcDQ^Y+ZQZ;)j87Zl|{e4m@M z?DY6iYJ5C(>Tp44NSOf@-g>POWS| znpKI!-MejKO=lj%3qvA~XCVaP@+{XPnXv&!!Z8UFF*e#B{2vt zUvnFn!TT`-XHnvI>v90Kz>cx0#&dJvljHH(eskulSHs`Fg%H^rH#ImOx*9z$1M>B+ z@T+O1O+LUbPqaN9F+UxFwmJ&M#m80mXqbJ}h3&?+-IM0i;4p@Nhko+Hp{Q_qKj*iy zAgN)|&K!sYt8dAA$@5Oxle>YM19qD=)-I568ZiC)XY$Gxwr!4ty4&wI3wII)v0E-X161(Lh_ zx}>VTf5<%-D9eCy^l;U@GxD0s#=7Fctu#1}nE~v-C zDC0x9c3!Nx;Uzq|BB>hZ#X9=y^ni%n%>4()EAZpPW1^RT5x~q6!K|-;cGX!kU{FDW zYsH}5Y0<^z!GcXaqYHBb!=@o@Pa|ah?p{BweW2U{e;SfVVu=M155nqpr~6b_BuO7$ ze{f62vb~!qb}%hd%F0Kj!jp&gsUfYgyJ?aj`<=*?=PKJbu;`8#hz@++yr0#qUN7^X zH6(K&S))`sthsC7=91ixAx#YmR7>7OGl#^>;WPJY6BeYq#@OESd$~t2@ICZQtU_aUg%1gkss*z=mES<* zbLZDJeYG+>HjzA9$xFZ2HgCK9Ie>gm(z{m(A=dmRbtKpiK+QhtVKb+4{3oSSLPCNm zwiK<9t<8sjBd09Cv*JCdK8$|oYRY&YK39h$p#VsMUk4Z&Xb-pUUWty4ZH653b_E5` zNf#vz4GnR+A0mzx78ao3L2UzdGrPL_=>kOXh&{naOjMWEZ%Fo35E2rqF84}+LG$&p z=72?g16Vx{;N=dX*vr&BCI`^n8Vy&y{Pqpfp1>a2K<_`9vx9}OD~wH`gaB$F4pWL+ zz|!7C+nfM~gC9*tfBms+fXV2t@srv`r}HHzYB90EEfRA9(#o7F_pu7wJ$SZ8DRbEYbrKh{xixv{*p8Mn_;6Si4dX%Oco_wm=@p_B-jhz-@{1rgAEVOfY?Or{zf;DUgAVIh>AkLrC&mpmDLT18UqNac8G(K0+q4Hf*IuhV zsvHsRmTwgrPIK9~Uz%rsGbWRRlNa;?GMQI$fA-MA0zwKv20#~u~X((dkhkgyvXWWk0KkLrANYlN()f^>ulfxDnqgL9QM zMt)AkRA$8wJX}e0u0uhK6B3?h@1%iamybRpkJRsHGcqojrIE0v2)XgcDCd|6QB=f& zWn*RPH~{vYS%u9CNM8K5e|4=-1l~hF_%Gz4BJ8fVMlr9f;`0)Sndv&)4Qpc39BaOo ze0%DMjk7gcSh%=TN}U{#OUu5})7#y|Vf9Z%zE!w~+b5g6=z&1bu1NuNHpUkz9KAsV7cb)NsRMxo z-NY?vhNZfTU3#U$b_8ev&z^PJZ2wysUR+%Kpa1w9&nLeBhM;fn%M>fCDJaOPG1MO! zJU9Rof2h>W1JCsh%nnyH1CQ9AYBc;j?Gke{C)!fc?o-f5JE@GyW-kM}piI~Vju zi;K8?kB>4ySD)!L!T#rqo$Pro6lcolo1Q6IYZNu-d7g?=>mQYqMEiO>++B2onN92P zuv+?XTehpS1L6-^$M_%IldpVB@LE~te^vQaK~kG2l+`lZKK9APkI6|BGqWcXPxaN; zVL-yy=-vmNCPUzfi~8^eIN@AaHLcB@EX}ork(rt|`iy`_ZOgMuGhPe3FmK`I;xem$ zItAU^gNc}dWpy@+bdr8=#jE)}(Q3*MRIaKyOmy`Oc+w{!B9yWNGWi)Ix%Ec$@$i`V z@COu^HOemWXhw60%51(l*6#l2^I16Q)CW9#H5y0G%pC4Nh(Oww#yS^GD-!4LEIF}Z zm9K};YEfMJ973Y6Puk{g`kaUm>=N_9WJIu^=ti|Q%)bzE+9R~KOEEp6toS*>T4Mok z9cs124ir|;w(SEmzJAku_kn$iggL4_&%WF+iUpT#J#~p`$FgG8locDFU3ANi!a|{( zZLM87Bv&{_?K6|k;upJg9Hb>mXN4vFFS!Z$E*d4yhG?~#B)Zn;{nSQcSW?uM=7UDp z+R&_|*kFsoXlqQ*3q4(l7Y-cygc{fvBJp>$U+4H*b*R3P|D27(sFKDW?$l>UiN|=Ev2+{ zQVyCMh(NVYh`auz2G*0{wMcT+;-X@pdDw_%z+2dyslqr9;BSRYaX zU{c)LtZX0JmwQP(hlkaU332yE->(2#^Wg)E`QI$wm9K*drE5TFJUl#vZ_hlRr`c%S zSAx^&=icvk@C?Adw_!#zGIBUi!tVeJ9H#tYqN0a>5X)s*Hp*S@RJbgv`)_RuqK@Im z-Q(uspFMap)X0u?rcZKtaBb;?V8>JD+z*NoCNWPhub+ce^b?;vpFSmg=51i&(*B(6 zI`mh{wzi>bK(VS|JpJ7STGE!5JL%Y&&Jf z5<{l@w*+@Ktd6%yTk`L^{@UbLms4|-1GQLJMV16l(=TZSzHVEQImKEw_^iJ^7?nk# zT;D`~KGr2`6L&kUB2){NP~g%yocC3ou($VjEGRhd|0ak z;?3?Z30RCg7VO|>^w|aDNx#Lez_s3%0#BRi~4@$f*N zSy)m+_G^g+TUQUdJGjc*kcQ8X9_$B$LEr z`Y3g29gMhT&u1?=_9VgYvK%}-q)M$IJWaIq*mpnwH^)5zR%4K)!A-5_ZU6BB2(o!@$Mo_`SIi8JbUo!3E$gWC^tMY zKi@Sk1z`mU{QD9gYo?3G2x_p+gEbB$Mq1`eg>h&rtTEP*qhqc)~+{u^cG>)sa{^a5x#mr;m2rs>LO5=acC zM<8l?HC}q-##q-zMaL*M$YcVDE{_>@ec8o!Rr!bnJDZwUTY6iPnk+h+wk{*{x}M(r zmd{NE9JX>AWk&Z7<~O`_LSv)9{a;`5yVLbtuG#SpGPjl~NHEC_8a9^rzg|+10vxXl zZO7~4|4POiefQr@Fs!eyiIP2g5Y34BY8z$Iiyb68b+_w0oSsfS+{u2|cKYmDU8%vy z4@zok*c97a_D3qX+UY?jVy zLCo?%CTNlan}LPBx6pZoUh*O}kKd@y9ZU*98PK_WogNk<%bfGU%`39$Yx|(GwDq#V zw{Ea#3AvdWaNn7)RzBctCv$zKxq0ooOU^YYQ<6Xk4;B24$K{T5~iAQ=5&3$GUf6tERO0`s&Z0NI5=Whc89F6A`}~ zVAk)A&k?!4sy?={Ql)Si*BS>YCqSs|dn>Mxat5W?9k;MlBu}_4M!OV1-DUO}`C^P7hh%<8{W`z55{H z&>n)YANvp&82v(^3;cK`25umbzy@ST?WG&+Dnj(jddYbI; zwO1Lk5L@$>crhIovrC66v%8VQ&AgW1{HQApMX!1QP zJFBdSPlU6g=td`|n|BqTTKH!q8sSC##Jakj72oFOm4ScZDt*V+#F{13pVB6Fer$>{ z(`2M6ry5*k72Wb~AwYc@-pt7)cy3hXa=$Il%&u{u@+?APfkWM_mz)W~j^#$vgalh~ z*4+D#oL7+3O*2DV*Jx6i2_XC^cEvr-O}~zB#}O!s&&gzOjZ0Yt=3j6Z5hJ2%FQS4Y$h}C956mgZk}tle8De=YeJd|d!Tfl9bmM5l^zO4$ z*k52&rYgRGzM52vW+ucHs4z_;;(JV|I_SZKM$^&#`TZOE_kEwfkPuuW(xK&@QX@Cc z4jVtIoHa#FO(!L#usnOl`o$kg0eh8ob#;S3(XHL!fG6X!R>Ii4m^lCP<;jU(tUazA zP;5E*%sxIE@!y{k%dh(W&nv{+JFTpi5CI59wzPD;=lXph#cR6=+Pz=vO#wgx+=77M zSJrtovh!{hly`%$1AA^xp8|>ftl!DMxUgIhtOqe!iHX#sF4;o`qiZniKL7gr_u|^< z{@yNd)0_ZTv(_C3syTE^7xul&PdEN-t^uE=vvq+P5nTAlM@nqc-P+O75lSln%>I@4 zbca98`+PV-4bHpwyi>n%prXQ)=d7>p12Ln5Cv)Hv}!cm7zr$LEdj-K3uiBnhJu?>ysXten*8)ey7(72oBM&U>thn*90D#kK3Me zANlx#(awE6z4RoShNIQTO$Ubqec-}k@pfiSML(uneo4qPqeLZLIHX+4G6z9C8LY-f zGyk`A+2hoRkB3vP>HXWkPahmd&2(e9ToUs_yU)4_Hh1q3s|xgc*YOZD<6pHxXUI>o z$hU(Fl9axL0#k5>pb0Md#8Z#qXGC*qU-eixQ+C84I)QJw)e?jBCT>T&Y#7EoLsAC` zvXfedQe1v}{RmoeTZ+Op@m#kh0R!jH2`G8WsX^LhBy(r5v&hS|1p~b=rY}t~l$Hq+ z(*5i!e)q@x_i(g63&ls&V;&eZE6_{%OZIQm}5;gE; zcyB|sTT=Nvbse{xuZ&lxVY&MmanI)ea{-{FDSRR@Y8#~+s=-erQ?Go+Benj9^7qiD zSQ5Weq@p!+cj*JmFyQ$%J$?3-HP&y__uQ*b)Bvb#!X1L_&{=|{x!RiF!NFww2M{th z)7?`rG3+U?udbhK&fEHh37x7mHtS^OdZ+GokP6N^bTvqGOBtBmie6g$ED@sS;mGOm z)aJ(}1)WA~BSGWfI~K!f!h^Cwg;wZ1ZUky6oro~bYP&U=r60(j*XbCxyc*@T@s*I8 z;@-cW#D)Jsw$LuW$WIUh>qPFV87M;@gS zQhjY&H{PCzo9hcVV@AJ!r(B}pAht|r4b6F!ng1>GTVFC~Lr`2Cb~1`+^yADZvEdT7 zYZT**694GYH1T?rEqkikF*r!4Re}URB+-`Fu;%Xs7!S#ww8=h9%`4z?qa%CVYg+`2 zs&by<=1-eH%dOqGx~YmNq4>1MMI_q3e*Ky=f(8452X>^&o0=IA*!l=uT0kQ=|D`J? zrgUqtW*r)#sjQ*+Lz3%`6MM-^sO4(Mz~zaV46#5NOu@T%c+4W=;^@dI9457oP&bBt zJ3npQeOC9_ug-z8}74Cx?$^x5=@C;1T0|@Yk|=CJ>$qV>md+2`Z{9DoV|R66AgT zNkm9U2>2$jjc$&LsOJeQSeLi9woXn?I*YL2?;kdR1vwB-bhAaBcJHWdx0|BuU+xX{ zJ=*EY!S5{RY==4Yh23w!+26LE>okxw{-?foi9yZt4igp|WW&OF&tR+T^cn+0S6|;^ z`sv=MiQAHrAO=78*_u}{KkPPuF&pG|*sE}#0*#o*q(%-o1YxY#p394`|1f(YaaNO<`H!@^5DDH<_ybY5ZZckuKJdOxCr)HiMv-+EwsrAf4?b&Rd= zW8W`{2%=K^`)m}s#Ews%G_B-aXY`(JsU;&D+7eh$yB8MWMndwgyg)WCjfPZpP)M=2 z+OZAdFE%56MMn&)9YFsKm?FqSW&934Hcd~1t8C10{vBjo7*SCiX$-;zeVrhvsRidj zI}U1y6ob?uo2yH&oGS-UIa)VOPY`Z9S9=bS`0h6_9mmmr3=hPqb_&cZ%IjDL-?atw zyXk4Oo8$y?sW-y}|Bt7$@QSJpxA@Q@F++po(A_CW2uLH{-3;9g(v37oBOzVV-O|$C zAR^r*aL;$wy7v!Yxt3?nd7pPbd;hlQaKpPG?jqZds|mm;NzcyicofGEgw!QyoGI=Nj z2;+CX6qNn_MSkHavY4?vq0hdB0$C@Jw2s2Z!@HUNUj~aNu>ijd41DQ&sLB^Z;`Wc{MPMG9J?zhlTf>e3)k_jyI#n zl~tUTjP?|qZ zO9ipEKY4W3*;p&$mR$y5O>PK0L0KRz>y#c28}md-R=WR3;^EBgu3%~fh=f|c-m*@I z7f#K>AZF@vi+;($rP3O_r99H)Ty43T4k!c_v|=-hq*9#C?t;sr zEi0$4RuB)%kSBeNqiXsAKp9mdY zJz(@3$CgDiDPV&1hf9cH0RD_XUyU~!j>D9XrqG#pvDCP4{jT}V*HUbMR1+I-bJp(W zzcF23e(FTdDnme~7cFD@vu40Xltrf=SnxFsn{tj&&`~=9By;Tpv?TCuF6~WK_bEdHh=^SXsS$I{<;M2Y)njrDNNCFjEt9h*FdnE#F*{}@);rs4 z?TC56*GEOn2DA8oVr69oY)9|CjE%gdTFv1Txy;PeP#LM5eCT@*Yhgp1452?WO0&7g zT!?q$&Dz7W>oO{s zn5byT6I>^G6vwI^&2-XiNPr0%0RaI>eL;HVg`v^T|cYD z^xo>CaLeq$VY8;OOtGjUOdADnLSv%Jm5dNK7I9}hPRcCWgj~SM zc=2@o;lUdihibZS9~1i{KI1qUd{TEJn!oYB!5mAk(XKT%G2~EQ8GfHP#Uldz$CjA< zV@1x^Cv z889NCLw26$!y>O@vO5pJ(WRGUX01N5ysUyqIO6NC%AjIja_E4eZVuvL~EMoCk5u7^;({A|p-AE*NL z5T)a8g)q#DTj{+0o?&Y24;HCz7?FB{KC{?(Y|E<4W$Mtkcui^T;|0#!J&&^B{udGA z1@JA`0ADSt(+LmAmdF9&rszTyIo|mmL;x8F7>2wUgt>s_aheGU5)u-hCC*t|Bt0px zR}y67!l;qqR#3?<$s2c>aG}#r=lso;9zux=IZK7UjE>FITUfmy%PxN0B(&PG;eaZ z%rSjB&LK+N2RItJ052~@)eMnV&SI_wi&Uz^%-G@GWU4@@MpO(~N(KHi2n5(E!rl;C ze+8UXXaytY0G;H4b=Z0DGagk@krZlT>u!qc9g4i9=AbKatWmeaGp_PKq1?!1&k!*= zh1(lQFe4IhRxK8&qeb**HvlTl#Q9HU0Qot4%@EBLA|??DEZea#utjbtUJHmzrVi%S zC!E*EEp$ly$zldY$hpZAFfp%$rGKc}+}>cBKlDCzUzCzH(Ki7+u8 z>wmIb@6;ZBnbix>zcrb0Piknufg~6t7&3pL6}Nr{nJFwP4CzbAQi53+7`PPjN{E~6 zvE$-Z0Mj*B$;P{cQv7JLB8C2841_=-6QBVz}^`PWTfe6k+j2Za)%pjU{z zm*gm6lEza3yi-^WWLfP>P;x*?1+wOvIW7k2#_?d__V0XfzTKZ;T*y$5hfdHVU=}-~ zxY|UYAwX7RR44vJ^M#Z=*eu_Vm%o^MvlixtGj+^Y?F4LW>vTUD} zuy!SWcoQ11i$yt&G~2;oF>Sh^^+Z#iu)d~&y-u1wcM>b#+n-DVJ7tu1(lh$AAO)F4 z0Gf%`%TPip20DPJDdiWBKH(_;3!FSnaC%9PAwV<9%96IVd46+soyy|4V6g?T+mQdN zXSezSg!Bd0L_yhViZx|r#AI)a)d5?=Hvm4kYDWEGOso38buNHQ>f62GIxH$k;fy~F zbw#Dy^{m&;yXjyP8U=BO$EvKLy<%BJuY5U{nte?vJXYpLws;ZBX%u)~U;gW=uP<8i z$Pkhuun)?#j{2uuC<*$45maIY#nCq2vYwInGS^Dj$!^a2g)yF(*cre!iXno6=~d*S-MhIk>NhVmqL0E>Bg6855LjH)KKdvd=gr%UlG=u6TVVlEcjZo z+;qaBC2+oakPGBx>+At)gKj!YMP)VdTQakt$U>8HN(oL4;)65`xB~BoFi-{qx&{vh zqR9wu6hdnNRgfwr9vEI$2Psnij*sxCJCWJe#cw)Rh;kc?4ONi!cs!j%c{zG)##pA` zX-{#z8&K{`d;qT&=B#9q8up`GTn!(thqwWUWz{N^SP6p&}vdNSe)pe`gJAi`KP zDh^~Y1rZ$!3u2)pQV)>{vYPAeMr%e1al$Y{$u<`u0x$yrhIgPHqq@2pu>O;+HDe>9 zl&7Vo0a>2!!0h_{`*(mb)*Fljtd^SWV`al}#7~cBL>Q(%&GO~Muqc(a3KGV)X1BXA zGQB2r@?$semY+&4>iRCa4ZS;*(+aWBsb^i~B6?dJS76Ug1WzS)=`U+tBK8wR>@0KH z>q{o|AyBam*U(U=>$khtGYM)4!m|*jEUK_fPhB0ZDe4wvHOXG*YMyLTU&FWN=4A<> zQ>=-%k@(|x94l|O9?aFk7B^sq-Hkra3T#`&GSWd;VZrT_Bdt6+=ifCefN;y$S=Z5N zgDL|pOZ8?cvf`JrzAuDd7^IX)xmPtSkU%PUA}{wFfLtZ|* zTxbAdqZXZ-zWr}EIEXOF|7|?KiHWJwjA6~{%@^dod0gy_kMuC8zj~PJj+YTcl;aO? zfI{+$)ru`1G~E`CxHOAYH)+JBDh{DX(ddQ|p}Ds|W(a5$)nJ%V`z4Nxe+Qz0elGoe z|AJjH7>j?X%00+2N?NeeIA`lZRCAkD=C6LBU~q8&rr;#Gt+&bjzl7Gc!-EK8DP`om zKT|x2^D6Z?MSstrB`+cfB|AbiNhX3p26goo_IV0Qg(=Nxeo#Uu4-(-J_c`W3IwXXa z+1lDg<5t;>`%qs7+Ri=w?x0366_-V{r?-kp{2m&puTUhXgpskY;m7qTn`ZjC`|I6l z;C*65_cgx}fDi1pM>e>omQ@3JJun-!0{58A%*?1Lv~5k<9Or_>p_#6~-X zzvF6_ChyTMccN`W8|f5@A&s|wd6gEPIr!Mpl2!PH;cE)5`3A!Wkr^jDJAJt#z8lvi z{Ql?7fu5_?@+&7z2i^|7I>avgB%HjXV=CgA1(fhXyaXVgKYe;VX_*a6f`y3UTTcNM z^KC#!6tE@N04|j)SJ@(fW${Y*xrzT}FE8MFs(jwIQTI72@83vz_pycR)fLSzhvwBB zvPFYCKiD|Hpfag!H6Ny}={mvBdmJ|!AGagHK(4sq=?JoZcqCOU6ddV2iuR&Wc{NAL zs|=w@=c|FSVsl7llUJ*fpzqF-++@z+c<`9^vd>C$^@~w~tc(3NeV4}!Uj}fWEUgY; zjU-Upskg9r(T6!TwdCaZ1;XinPuidZ=fYy_-glR0esxCL|a9>y45?uaakob~h~ z%-hl`#svw`2c8aCAiEf7Rn>Xd8Z%<{-$qu~HT4${vc%v>4d~MK4GxAyMMdp?#8Ogx z{ssIZx^Ai*d54Ds_q75K|0AfKy_CKJ)ryNgy3EDEqWz@~h&sEts7h`CIxB^Mm+|o6 zyZ`Jc6&FHdVIxEEc!`(vc_;ag67*2BXlS9w;+jf zVzi327j)b%sxRrvwUatu_V)(;xDXx#B&v{Pby>XI2o`Hol|(~K@fHCjv5$u(!80x^ zT#GC$ikIk7${L(1H>g{YA|YuOhofG!B;=RvB4XJjAIljzdMB}&V4qEpp*yJOsyD*b z{);Sa2Z%qzOMJkpjFilfXZl8+-eNoc<%HVm)S7;BkP8Y98f$c8d%j@{BCDncX*U%` zMvBP{phkkw&TW0HY$8A)YgLf38iJ&3(huE}va%8BZ_bCb%c{@(e1`6&H{{^~ql60}wSl#!07SXEBhuGMb-B&0cM zrv{VCkZBdDi>xH7ACV9I7~7DzX}kx5Lnhk6zKYDz@+s8#?cwk8TzojefUwTo7VW-_ViVbPbm<>lQ7 zEHa>^0^8n6nDt* zao_>EUI~3A6V8J1_ncYPZD^L3w3g-Mq{|1>P|-9lv`K0S?XWP-2p08b0R!|`PUKtlEJg{`Y;?Rc9Y6cdl zB>RbNQaj{j!o$Z&+t-&w6QvrRNCYC2DMAI+H|j=!wjR3hkKOcSxrp+J64d8)$L!R> zwUH7$@S*vrNCt#u3PzlL1c+#$ zo$nj698>=+jsdc$&}wZyE1Yee3W94>0z8zD1U-AVRKLRx!uH;hLlGHZiKt;&k(vIR zn?G#KNQeJ(!UC|w*NdL#O*LJkz<$gc?+KVg$AvW1mM^PS1(rm^Ib@DCn62c~&SiIF za||BdV6`gKl9M#oCR8Wor4`NK@`hU=iJQh0ohggN#f%vG!9IP@yyT08tB z3rG9FWPe2cCZM$ zk!y6hTkLLfAC7k@)vK5X+c-PdsaAb=cf8PVQTJe~#QZ6t-^Z}C42Pr};7^}7`cE?S zO~%(Zg(Lz9;o}_o^DasjnT@J4h+Jz`r}V0$7AeT$V9oMsbr%jIL~%rr2~iT%GOMUC z6(PcjklqA#MJj3nxs%`xHcm8;Xr& zJp&{z+WSqgW+f#R4kOLAf6iA)$zaNs*OxQo&#%o!_ePG7Wz7I31E0O)f7TYBNtb zIA>$vdOb`{9k(%3x|;B;?)K3RRN6UKQPrt+z5o5Pn%Y?H3WKZpbmj7RXc^lx9-1$+ zKhI2kq>_=&`)5oEU%X1@sZBQyi(D8LzM;e>H>H9141IjB1EsaMP08Z_#HPomhm67 zVa%zv-J8k6zL`4u>SE!7L-eMm@}w|&kpL+dICPXS);_k2YA0j?_q}U#r|Dxm)?Fib z6&IoA-GaYb9;kWzNy3Sv>us|(5hg#!larJ4)k{}3QubR@DAoX_LGGx|r)u?(JizC* zrt_||#`pPX<8h(+GpBeXPPhtQxa1ES8g}Rck))<>GOG5u|0Wg-)HVVBqH6z;mD_XO zf017F;zG~p<#KTFAPkm9OmZOF;6rlNYyp)yb-^y$xB~5`eXcy6E+8A= z)pBIPBYUOZY`*-VmPFs;VRe7eQ}>%@^i>-dua9bOPvpY`>K~G4opcXwposO*tu4pl zqfh{zl44wh$sS7imIjm(KKm&OqVk0W^6p5h03X~R3WAqm@URGwDavNc#V%Rf6=%_- zcavN~$|rSYvy2MDqr_?Z$QHortGbvBLUuAxf*UBlN!OI!AiNs5XCJ5eG$5OE-MCN` zA`o5JYkWT8`+9Ned-gCl{OYR>Q&LpydRjm0x?O=C-3W0Xb=>JUuR1q-$WD&y@J*c4 zEzhTKW>YQtq{VEjK_Sj(7-$CTdfR_l#M{V0V{i~715r+HtNSOmg)ATJ6Q^2 zyNNK<-?=)gmOA7Jqs|5{0s}tX=2^mzHNDM@=SQgW&REB6ucu5TA#Iq+|=FK9X^>+@^nCuvCn&t*&x1M^JVD45&f?k)*!UJ5M??fQ^2S!q39U^HHqRy+FGe6)1 zWB-*-)->)$Vv1^z@PHt%ac1JM?rtOC$+7FqKeEMaI3CbQ0Ou>Vj#&t$*X7}J-u<7C z^j4PIl8l!c$n=?am!o;h@#8eywpFRBALB{A_qHQs%K(=E?#^+Y*@;s7`l)rXOk!hG z=dX=`X{o@A5#^V$=I&>d!21ZZi4u7%hE>j~8E!ci(=V(-IdI#@K9A|&CyN*q6{knZ zT*YFAr_0oLb89Tv4$ZNQUNKmk3QHaIe_nuwhK~T%-V|z@#mk2bQe1f` zuChp%8cWh(g)mC1>oS^1A_0%JMnUPZmV?o$?BIc&y2i++Si}eh)XF6liGvlCl$uuU zEd`zSw$6Z4?myfI=o1CSYa)gBI?V9Ob}_DpsNW85?(m|%GC}TeuKw1u98)#7`09g_ zO-^Q}ckdg+^E;yl+bYc~|L*MQ#!z6sTXNWFyZJ!z_-WM!oJ)TozyB>IrZIJ#=Fd&!DmSN|S2I zjnN+xffb(+r}w)oQ!yRD@!c$~0)QtnL&0Y4AD;=1-l+HahV-OS4;Aa8SEMhGkwoLHp(yCa{ z*MK*lrug9?WkH%L7KvzwoHXHq(R@P5kai)JU(fn52y@--O*?w|8vB5m(S?SN@2p z86V2YPBKuB9mL##HSJ$97(0#B-Rk)NeFcybZ`JzJy7w{K^QsEJcvvogX>7$2z zLQF9({|V#yD`#`i%2KEvY0Qd?14Rp|(;Q$>8K)jJz4W-_TnPQGZS$Y+jNzfI*NH_I!_%{$=}w3q{nIE&N;XVQ1^kZ>x-eVmkm z`dStnEk7!>E#W_nedr8HkPOyDVBN8pt2K}9clNURbg~(h99jjCfwTUzB>l%a0~yca zfy(DA5nS=YIUlPQ+HFZVKLZ zgypgT^_o6YZZ%*)JOacJJTWwIvD`}7vGo{u_Zj=&DM|qBF1G?DM4WV3a#YsZQ`|!e zGm=qH?9U)VoO)EDK>RSj0)>#*udC;~uDj0MQY%Y7y)nsAjq4gt*Ep#qB2eV6Kz}oi z*nspmlgh*9r+HmWkZt2i@ADIE{%fr|44=@%`ItX2i}pw&+=lYonM=&LY;GAV@7%ad`i`Y4pZ%|J&u-mVzx_y=dINw;3LIW;Fv(pbm=X0LvwJqWP>Jr|-D=Ly9H7?7UugT^@k&{Y&`L)KQEIT2Dq}Pu6c6f zosdP`_%O^McXDSiCDj;uJ^2J;eu@N~$!$v05SJ?+V%J%*T}lnF5AIt!W))gqMsOnX zOfLSf?|xIw;q-L;wfi)(!ph85VS`TSATdMoJ;QD`Yr=X4D-#fRJ0Z2HiH@jsDGJ1< z%010tpaXCb-gUn|JCm}rv2>h29yxYD-;P9~`C@IkhDE5J9Fx$79@RIDw3SZVDmBM( za~>Oh>fVegluM!k5W9Ncrtfc79rJ+L{j~KD-Kx1IO4Ky5=lvJXw^?)AdNqss;cy@Y zMaMrL?bV%>HaSI6wLOQH16Vpq`*jzbi}pWM%Mj;B-x%Ka{nl=nw*^L#KKKAW^nW!` zX=k1XrS1lK25jY#cwWeO3L}>A_vjP#>&RkMWd?J)$z&tpXkV`Ky>Ol1?(GVJ>K$aq#%QtW4)W+ z?z@;o4GoPmSs}?m5+x+1qQgX{W^6<)U3PK+^XIatYbV;dX6kzkGo1grm7MzN+Zap=K#b+;duGEW6{ zSG`7>&%-J&R)TA(kBW(VAt(58#p*ZkN$y^{6;|AP=sI}nTF5<%=qmlkVQk^2tnnex z#DR_SIzuBn7RAJtR#woYLW)T0lfq{+G-95Q3#wuD@TTdMs^l5G3s=HbZp;qzw!DT> z1}&o`Gm_Ciq%_A-zvF=mT=oZT{dIeo!EdadcYEM;iT5AM8uy3ecUzY2aJIF8_=4zD z&1-6k(0hK*u`2ebW=EgdczHIPMqQwMnNX8(J{9S#!3}vJE%6t2ut0pOW{$_OHqi9Z zj57@s2fXLy)tFAztSENVG}S|VpG1Qe3_^-075VGEGD{8}a@Mby&t3xtaEwoGy-cTn z3h5U}8k$eUT-CS` zKwExKA_%uic7KusmS}KyaVHKB<*Gc!zrHVfpMSMID+l)`y+4c? z9?_(XVQ9JIOT=EzLj_)|qTF72xeP8m1nRRxT$fvFkUwg$O+#uD_DPe`;fF2u&w5L@ zG{5ihF>yQO9H3!YVP0PMi(5ygxYEU- zGBTb{q8e_6nG`kN3bV^51$1v(^8`~mouH;J*cGfE2@y5S(dd@hRsmMQy7`{iXm2_< zoy;#^c`!a~0$;c-1jhitwR--@j~6$bOymB(*)AYEJQv>{9b{Z)j?`eacxnZ5>Hx`k z|6EQlTNOJg2uWiouA`@~_`Y)Di zhuigA(6syeJ{)IlmA!ZsP*DD*#~#NT3<}-L&*xssKF$Rh$GEInV1FVZ<=}=E*#V_3 zk`=2b4_&Ww$;vk_1f-w(~5o%f-8jLrVSQ@C%s(EUzaM=5&< z@N7VH{na?pD!5mFQ$Wy$mQA_NYAZi3BBI%fzn1+Ui8=vR%?GN4OuA=Wc9}4@GMg4DF zYrFxY@PDH@@U7q{!Gy(r@M6=lPahE%v1-WA-o~C1XPvdX=T$)3@jmtFUz{{yS(U)gnHn;Nd zSSTvdtiiSXLtCX;F>O8Iyk^@N@Q>B873h{68X6ktRaPyTmsa_~vH7_6dcVeh+Tq$? zlBwBV+{oYQY?egBj2t~$l=9cp7usQQl@>wnwG{`P7)QWMPl>uCaC?pV*L>sywG*G% zhbitVNSM7~Rli?YgQ}~xxqqq6%GvGjcnakiL=Ye)&Yj)RmzMlT`+No-LWlp;Hg&|z z9I*3qDVyGZ@hlam&w4HHjwd>)$o8c>vmnkBg)oX8(&zKSaWvFO;C#Z!EjBlCx;y9= zzAt^}sjR8u$=-FH}TmCbUk&(d{x1JiEQbh#Elb@$9#I2NvbPX(F?JJ z=muijf8C|V;mV-%)bk3 zru$-PMIzZP)oue>d~BehMfr7Y3P?TGxFh^@F&Y!otwy<5Mc6@!8`U*9d?q-1l&GKr zLyBcWUk|fh=MLR!T6Ur-QJd_R^(z+s`?LR=xw0(zCZ;F?*N=?;`)%^@DhYl_fhU5E z%%{DKuuNX`cSvB5xr%vH1S?2|3bXV*?9fYQp+tQ_6>Mny1jhuO%a2_C%u3D3G%O}1 z$r3|E6`Fz{5}6-_qn%+-=Jl6j3ZR>x6h4;FIeb+}@Syt}H~0_|&UkX&zPY(7S4Z~< zP@#t28gf}H9R5z}-xGA%i;OXZP_+org9sLM@rU%tXK-kWR9S{w8HAOop_Sw%BOz-? zdLTVZN$4Ume;wOs{P#$^@PJXk-9sVd_b0dgEZ`M*&76I95jGztuN+%|RmY1#`pL@R zc!riVLQv$=v~*E+^P@g|QilYlfp^6L=f{yUwESIg981G$2u}uZR*T*_u*w@-Cq`j?yX4@*~llGbP;u7^ipi}xV;E; z4ZgoFaD3h6?@4Gf>R>HbuWXbhWoH>*H9P~#cK`%23?KznajsmgOj_>gY#OI#23WKy!+h{+i4hd?Mka3G@0 z+zF&s1>!|Em6K^=`s({JyEuR7o1j0!BaA@0Nuk36#QZ}@^5cJgh;T6|B(IEXD zG#Kl;PdjnEOI5e{d4M=eZs7MsDjJ#!6+BafG&C|7YAOy^-TPZ#&-0aKTRb%LDTIdX z{QiExo!w`;E)u)wV}fv99u~!4vZIy3+uJ%h>s~@RpXagaj^9AKwC9vx|M$~-4d$4T z+$da7#@CEv_x9)%>H0q;VGWVFsSOpz5UN2pa}ZkFdIFK2E2+oWGvTnbURHnF24Mm z>V^%+$0++uSRJB#&L$+u?>V7%x^(o`LW6?-+&!i0vc~Vqvn^lrVh5bZzdOA@czOZ) zhadQ8Mt~3xpp4lsQF3R!{;hd=1e)$P>Mh0;`PZ+3J)x(q?dY9|+4Plgv3gR5M|-D@ zYBckkD28^2Ci0_LL!CiB<<3`d7j|#PAoS^9Sh;XAqeDBy>sSTm>tm4M$k6z2nc;| zd~%j=eGJS@H}B@l(#dnG!r4kCGh6V}(USZ#-46`Py3A-6snX4L86|Mi1mgYKLucGo zks`s&#(2z{OI+NtT%0P0CFB6aY%a#A&eyVy;tpAvZOwhFY+dxWzAP{OX^Qu9Jk(1ACdB5T8~|C`|8J(pe?T$?!E0%SxSN+}v+7H~ct z{9JHr$lT4e${(mHTVZ9YG^jbpq!Vg_S%!*VWb?Q7k!6)5_P5@f0HS|aqW)LietX?^ z%RgFYZO(wk;`D%R!kVSdc0%kV8WoFXd`p-=^XS4{(2EY0T_!mEBc&FO$&)|oKzCwbQ#SsxlzQw6rt(SNqxpz;$qNHuO_4m z8Qas61QDytSI@G#zpvq<3Ol--12%gk#iScUnaI`l&8~g9(|fuwZr?YulENo-`;@3D znii#}(PbFSn3t9I{~FsX8}=1-2EXDLbbP@!r-`Y>Yh&6MMB|K9+e-zyZnNe{u2U*5 zB_wMpkr7c@KjSk859u}$3{2h<-gsR6;shm8qAJLB1{~Yu_~i0R)4-6G6%gg9n6%4>IfPE-Fp9Tp>fyh9QPcB# z&kTRB-^z7q!5W!6hK3l#Ba10dq<;1?v<~p+HkX^+-!`l_SscCFe2HhSX)y)N0Mphq zvRvqn3R2lkczj?uIK;%tk8};@1Q~jQ)H0LwB=ptrl35xrX#wxnu{e}68S?mIUkD&J zL4Cpc)3p1V4Y3{U`lr+a{!miG((K>5xt;iK=XMydj1&_;-Fi`oG8n|hf`RB%1&+xb zm?T3f=8qv>Dzb(LeUb|Sg+!tzI`9nxK@WZADv>G~xF8Fd>a6bZ7iclpIi{3)Pn?Az zZ1_6zkFS?hfFfqj*T9XuTL@ z&n2Q*lxtqK*Fv$d>q>hwxEU>Tu|+TG#paC{9j(D|61*)7b-Cr}P*T`$Z(rHzC~x@% z;dDgHj;j_(|2W(+dO&LpH(0uFD}WF*niLd%Q}ZoqVxRauS`9AZkg8%RsIsd)9HIAE z+u0Bkxj1D(NESz`D8&O)qJH{Ig!j=}t;qVMl=jUMI?3|$qQ7b_NQ<&KJ0Z}e5@ zKs`~q!7=BICd%*SUv(K1Bv@tDNL~;@WwLKlpjNaf;#-vOKtYlE%D>>>W-mhvQ33MB z12x6N&ws}kQ-Lp6K-J(`e}Zr}&0+q!gZBo0yC?I2L-XR%jp%g&_WJFw5TGV^O26I= zB_@N1RbPV{RUWBU2tfqyo8JQb`xteuz%V2R?oj1|`;($QFlKLNWqjGWpGsN=V-#P<%}Qef1$Qyq0s_$LnN}Z=FZz+ zA|>aeOA**d#f8Y?-*CKz#WpTzn_+wwM-Jc3Q8KGsaV#As_)W*JSRuEBdrJJRBZw+a z5$6)bIc^olocb#R71SqZ!4b*5BqJrq4D20s8EK)hp<#Topit_leSvWZjil9;P>rui z@|GaDXRIoddu#-sN%$^0p^@mA0!#Up;3%ha_jAJ1Ox#J+PeKef9&8|!%=|pE;{G&W8^pQp& zbM+yGL7r;lYjg}?H%+H0lUev_-Fmht;!8R_@msre7LaPm&b)??4DZ_d0fO6mm-}D6 zA0{lX=4-s&g(C9;9>t1Pfwb3EA7%V*SQyfxstuA=I>1#9Qa!g@97~?|iG)kIMm6fc z*e}u%2TS~ffR$PNl@(g-1anZB?oV7KwCoT+MKQgeV|#A8PKhj_+SDwbHLtEal+K%DPg`CW>P9<~N902IkxT zp=eH1K*0MtuJ|FCCbExGta>u|vzW{eSP_F54Z4cjMlIZhKI&G30)b>C%g=v(eYq96 z+?<>jfH>v<4>zynuDYF`Un%glAi|;LVo0lF2VWd~-L~#fvuMX>U(tv-x~J3T^rxe! zDwiO2JqU^V%72Qhw2YDeJ7ekyw;`rJ^0pvc#!=MB{9$FwkhHP2a$v?m z>e^pgC?t0GhhdF!tTM!gSwQx?%$pdCT4*#69?@8}}W0tqaR z)2@mr240Q`_4i7Q{oBpgUm=SIzV=%WHG8BIMU>wNwFV}!T8F2QNak-zk)(%}&!hZ(>#ZX9>|2!Q_YlUar{}H%Z+V4k zQ%mBAcnAc}gv}jCpX)NwZVRF}dgC%_T&rzw={ITTGA7QR>{oeVR>>=q-q0Ty#UzPc)LlteoE zVLP0~Z!&1jD9?}DS6(%pCx!NEah!E_m2taXb+gr+MV*uIC3Q=N6`js5)YKD`lamt@ z$HwO?J8S5iohcOciP`*EQyG z>hke7{FCI-$i-|U;b1nki+AhPIc07!cYby&Xzv-CBhhp$=0f>Y>i3*_+()aUTKZ?z z$VmN9yqmc1bQoyA=zUf_lAjOyoooUzTihFSp}0D6@VF=84{7$u{}ioZa$g0;DH4^@ zn7%)U2+GYu_GX9>k*Rk+$J)({Rf|WfO%C*zeR6Z8FiqxE!)~K8-tyFFiAqhFY*N1F zx&z7*otar2rPu&~y0a`MC^AKMu9!C+L#s6f!CA_3C@zQJ)U_^ud%`9M?0#KQBNqU> zgiOH6`phgr^x}R45J&+R{_Q}z0Tw8G;D)1efl1a-^=F!3Bh-|Yi@Po&w3=N$jm=8Y zR8`pq>hjYEi8=VjdA0OrP{>h|hY z+Yp$zE4dy^q)gqR67Tv>(G5q1iXbul6>f?h2^%3{O}*6^wG^q!)9Vcc+9#N%Oxs|l z$SCHPuKDTh8&FJPEKY&Si3bY+_rB$eKE7}u<$4Q&{`Bmyx zX;ko5&F6|}`Q*~~g#=t)7f@dfCy3U0IySGG8B4l+ultBivC-t;PKZ1lKSk0sQ76qB zn-OQCSD`Vpk-vBdsAq6^pEV`bMpD@29u>;v+OYgD4#2k^2;T_;F~qK!qPd5ZE-R&abm)4+ zHH#pLvj9RiTz^N*7S=Pytc?ZX3(TCao^J{&36)>WJ!IU+t|RhYe}bM@-k+hkqK zrg2TngsBqE*zGyFt&ceYjPdo>$;j|C}{a_$iyTaKvlY zs#@{f$Nq2ThP}<1gXqU9;I?N>&({5AeM|sKLIt|~a)44Kg#+LpqHaQnnBS}W~&hYDKUfnJZ0gnZ5JP4#649QvY+#!s z6E1z=i!`&GR(8g8<>kyc-Y!0&lc~<-^Gx#kpN9Cc)6Z%9!s$b`k}#@1QqGo?(4?nu ztqv`Z;Tb8kFIPw$I2Ghk%r)mKl3?|hdk1)});v5a1s1UmXPw#f>0nI6pvvxg5b8cL z1wf$>9zPBIT^XN-Ds`NsWJHXdnT6*O?ODcu{+GD?AR$_b>rd@+3{OL`dyh`R?TCrA z*ALOtFPgrpsW}YA-}LPS^isZj42wd%N;7q!z$f6w5lZLbpdOJCj5H%WhF+*Y255(# zIuwX;qawh6;eZF%x?f0qnQt$Q3#HTiWhS7PEg)1p`OTv`f36<#djt%H8iN}6C({~L zgWo4Q%>7l?tJdmo*<5Y2znYu79xox5%ocgCS2jmLNLZ07gPNJyfaA3fo4WH?pL6gu zII!zKekwS4x^i{(-0(iI5`6&FDIBR(P1tslyay3%*P(myY=SILepz4xyQqWmdw42v z(XHv{u;V*2!%d#&07jm-?353PZLj2%n_auu-8$JpVI?h%P$ISWll1 zCDfG+y+G;5GL);ZIXRl(krbrIdcC>Lu!{OF`ezZQn5+vMcq0PBqV8TMO)zWpw)FAy z^P3$~T$#m6n7v8?bG>cSlw8s_TcYZ&M=I9%TGAO18(E~@y$DkePJhkHN}{P7(zT>s zn191iMNdyx387x#(ld+WrBjsB_XXeL*~Ed=%QO#u$J?A}RNT<~4*-Bcf4)szb?Y_P zJh#{Hx1ZdnlwxM>MU`q4MNt$5q{#Pm9LL>$KTT7mnAuAQy>6#t0TI;BUAr3fv9XCs z07%m`3_~JiOuBvr@RF6+Xf&SOx9_)q_xEnS_0~8w6B85j^Ygy%d!B#Vw?HIZY2Tc5 z(HF4(kg33@#ui0nVSd5$bQD!QrA}#&<;X$hD&n=CPNW3c*~jH%kkvHnwa^J-QNt|O zbHGE+e?{YRl3`)c8joKq9zvGnWk+JnCGCouO}4qteBzN%fwK8~&mzo)S7{B&YbzF} z=Mi8zJ(vHP#(-IzOQ#Y={eCY^Ac~^FptohqmJQPllbXb6lS;qeefW_FMI=pA-}kLe zMVQ69__Z;{8Zp+G)L6D2`6f-fgMOTvR;$&lH%K4|yhfu|t<`GP+G4xaYPA5M(P$u| zG3-1?iZqLuG`7qPVvGTH^{dqD^;)e3&-41dCo0uy;782%$dMya6nUOX)6@@izu!4} z^e8yoGDW`UGgu%b(g@1)0_|0TAQ+^k-y6)#Y~HeEYhsLL1Fk9w5rEgP0A`USNwTyt zje{h9`#azM;+NcHOgb3EX_`h+M5NpXc%}!tGUc9XULx(-^1(v~J5@x`t^=Za`Y zrR!XfZ1nt)ECa4O)ziy=6dzA|NkoLAqtS@>c;vFDH#BBpwyCwuT-4+sV!04SD@}-Y zq!f*rm#S0ieDRDzOXg@NC(CZjCVceSPjJfe7c@EsfE-fr6eddu&`AUqVHOuj%0zD_ z$j`>yyBnx8&TnRs%-Qa0FJ0f9bL>1Uy~+_QB~4S`4+t?ylGLP6KYj42{f~A!-PDkx zpxJE3aop?odfi@gtlsPPki@cOHo}6aJkQH2>^ofytsnTxi(2jO=1m(k(%yZ0AA9Vv z$;qj$TenV4O>5t4wHJE5Ua#L%q%2!zHpZ|ZDdlNRN-+RS>M7DnwOZ{U2z@+ z)@3y>wMQYlxifK=vYS)VMiCLfmZ6W!9||e5TopJCI<1QktQ0|C(YsKJ&AUbmE5y7{ zO3U53tIfd38*ve9!kohnXRkPMR1y!P@Ohpsy0*bfYK=w{uQ;_fNfUSFey=}!e0F|r z?#e5#Y&M%js)W5&j^bn4Hv^^DN^48Xl~Z%6ob+-l-E?^g@9ABemv{w+`4A!qfLX== z$og4r5{9u}i^I#(va?)xH+uqd?dY;sDI$4!xeO;Vi{cN*Fk*P-fGSH=H<1jq!8L)0 zT#-6eb!v$h!7?Kun^SY!oHmtXz!|?PEqEkyaO;qBzkV-9M1?|Vdz}R&3^WGKs!}r6 ztakcsUqWJ~0y zhEr>O-}kgmjX7J*1I`06i?!C}yopG!*Kf62jYeZ~a;j2^0KmOzXXLnA2FEJP;`Rcm zm3(Fb@uNl6_LPTFfE5%8Krl=STlJ<~RC7q#jeml25y?D%QYdp}Bo<*AMcPu@^A7Jl z)M~Z*g8=~4YPD*u=J|dQ1WA&1+HDbuIYS#5wmzT4>pz$J=t`P_ERB|?9FE5!`uQsOJ!iL804(P{tNk+`LuBeoN(?I z$#T&P003MhiV}I1NVBzzi;Ko4VOTL~FG-R#bqze@BuP>eJ8zKX6aW?%+rILA-&cy# z#44?WAn-g@uUC^a0br#_DY7=PHVs1W$k9X0Or#OJ$BrEvYmRB{ce~xFT6ew65K+J? zrL}flRnYVNPN(hrzBL@jaih^_x7z?@nGw&cb7TulqZ(2t_D+Zp*qR#CLqa0f&xG2L=a z?P?Qo@(C&o9tXf+thLs-vTFr|h`#S{*s#I1eH9VU^GiNzD#=<}cG2?PN0`P5X$1g9 zSlPlWn-nL0(&2SR>Ly1L(77ag)-cSKiC6QWxa#oY&c#h(4a+!R^VyZj!HVT5m2Bj)ID2qht5joG|u<5;tS zh?OYPo@b2-f&j$&TGy+!D2!BYRp*@kf>BJ*fO0f994Yb5-f7uYk>UTr(jU&sAhHf> zYf|@40Sg*AU-OJ8M8lKMTt*_{8XX~Lokj!LxsxV`y-U;d@ZrOcJo-qI_7Rll`9TnP z+9O3yta?FHDweR~tUL42PnmCS)kthsjXJ?~IFh1Vs_4{dRQWJZ+seF$} zGjklr+b`PQZnv4u*w~mL&CVVNfT^j;e&4h^i)oUiX&MC4(@!4|;bwD8dA{%ak3Rb7 z*w|RR-9^NinT-H2Grh4=t#&$#)oLxOR*=y1ydVh1Cj-y(l=1>UimLT63|*vo)5eWq z6sFcHr8Fr3NRp)A@2_7AcsVKG^L?+|DX$?~p~tWLer3uw;9RQSctG#5CIV?sW%x4VQP%E)+VmaOV+T( zvN5T(Y^^oM7?X;KwVC4wkvvap?IlUl?RL`C_`dJrz;knpyM8$S8TPqkXD zm)v~I?CkLuy=cQ_mtB@5*7Nk%t(y^%1jZ*OjETp`C)(YP_B`MBJngx%V68l*HIilq zYZ-v%jvr4=eEj&Fh%7A3CrR4rc6#0JhyY#v>5wRkY<3d|kIbySWWo?>~0nl1T zL}uffi@CHK7G}xXUgpo@bUk+_u?V3HH`&5Xw~|uqoJ+&ky2J&#Bv++CW-0#74|kC* z7j`N+!^=$qTs>c@j?neU#0*2!Y4KRPCIEnd1pr|wx)-1bbL#HyrZ2N5Ny^OEol<^I zMWj)YqG8lFPvJopYb^jMrIb>x1BnaN*?cOj*kT@BL4q~bT5$pUBS(%D^}Cj>NjXhZ zW0PX`nAx!j>zaUD%WRA>&NW?JCmU^cq*!KGN>R8iUEOLC5_aQBOUipMEh!dY!oePII66LTnQnIGER~W*9Dr3x0$~O zA)p~F*2#pwh&_RIDAEuI0|c@&%Vj-@@5ec9Ji@!kJUHyP@C)<+2DQ1Vls< zLS%sPiHRUWW)sJ;)*iD}N@p0_5V;&gA|C@1fKInlt<=J>;&3I?K^g@SrvuKK46905 zU0i4rc|;ljjvk$DHk?9s8T$y6=5rhP03nM=bAde z_*lc*G}^YAt=+PDW8ss(U@Tw}A)^1Ey?5)CYS=`%S%M;z1H%>-Vqs@dGhd7k;P^U-XIFeIFWJ7*n6$@t#5rRO6-*_>d~>{r#*$*3ybA`Ae;NJRamSyT~;2^j$?ci?EX z7gQv!q2)xDvdPek%sN}^obP&zu1z^rOD_*BrzntPL?mi+mWY>u*h``OOzl|sbScALESkvdlLfzDLowr*um{CL(EI04%QntX%+}L_}3X46CIe`RgjG7Q4hS*pl3y zl5L%@L*yy_sE9;t5Z7u;Iz&3tpNW`xI2`Wn?d|OB3`Rrey?13yYgwbecFc_SioDU>2dmHou15ZrRVJY-6@q z);6MT|9@pS#pRz;wAal;GebZH!$gxLwT}PV>N9J55JW%(0uWV;V5ZDW1fr5s^Z>w& zsU8vl5GAeVMrLLyPGGP17uzx@ns9MKd);?c9Hn5SO+J z0NAnj-Z2wgQcKNQ=m%pIZI#p0<7zWu?K04kmjOT&wB;&;8Me(k5tx~f-N2XKb4EhK z9tjJV=t3V1NS~Rhdt$54e`zgfgU^LX33c$!4@Tp`Xk3m)-n*nOOQ1yj%yQ&kKKe%M z8%4MgX>D$r8A5AotxY)@no8RI#YL(hVlK=~HHg4)Jn7Dr)aa(u`N_%2Xf!H^12t2G#Gz7EGjh(gzA|&G366+N z4gidZh(NT99MAyTO7U-51Z;$aF+^OYlcXisIhH6$U~*aHnj17O@!RG0_AuQ)y&+_q z*!v2p=kkF{tpHah(omnOlTv>P$Wl{_rewBS6ai)yV}$&IVu-bBZ0}dvZikk%MQs_a zWrLcw^e@sD0$Cd_ zwy!=S1pqK&1n&wehfFJGDj$J}s83@iSXw?tBtjHTUM!}%!+yBj-kRmvmr_G*$lLk~ z>j(kTij_?d&sx01THv~SV$6(0j@g$(F^oYFxhTAMPO-~(ZXF4^Ox*&m*zNhpb5bC; zA8%U`a9&bz?H54kmURV;WMW_j2u6yaVnxAqT|4i$DaLO$V7Me?)MV^?d*=P2ot1hW z5?o3sP*0rlib`BH#lII^kgHkTeXsh9M~?vD?YG|^4F-FAdsS7Po}Q&rk#6ivb}ptD zfA{|1jfSK5-v9B@(NR@ZM@L5z6%mO!whnh1AAIn^{rmStr3uY&I0k?yu?Y=vfrK&2 zVzHP^_F@c8Q^jbf=NHRJhEPRMPtT8!k0+Dy;o;4)ES+;EfrwQl)dc32!9?U7aYnzA z0S0ErTsTjhl{gxYQ{bN@Kmi~|8BZpsPoFaJ(nj_} zB0>a2#{eKAW(Ek!dI3Pnwz5l4$|GV<4I-$TVKx9}h6V|)v;=6WndL5$DU}zaG@+5G z8blS;G}#X`gBDc|AvR5v7*hw?oDFik9#s?3)RQuideWgBdt&bRVU{I{iO99_86hs4eyikEu9+pxfo$x1Yc64q{)mvA zU#mChXKi~T64?`ss%S=Rh@7Nq5r7?c&2SK1r!dsoBU(Fta)T1XvyC9LWfOS~79bZ~^yS5;-bd5G& zBW5l7jsOghvgwxoLrA|!1kl<1?BVNr%zvd?KSU)2<7ae9uCK7 z6r(urH+_Xv`=CAj=dAgha?!YwU0xe4ccj0`F14nc)$J>0xSs_#Kx8uoYqg-C5##R9 zxNX2la@w$W_OBg6>5gpI2;!5Yk4OkSJwN@?-~7!_Klre&YfxJ(=6CMhd*_{Zb|*XC z{_LnMz4!e7kKaGPm^<&rqw$?Pcb)gSs*@=DuSAIW#v5-mO>?k+Fr7^cU#MzhaX1){ zcP6o0MI{pPU@!*gI6D9UK@XT5pbK)ffxmmnH&PP1+uPb8ZkXMxH+HC&d<+d2)dHZUH-sg5Ti7bAk9Wi z48cr89bybk(}WNughZbUAwU8`Ey1B}X^7>Z6B0kdI;U9MOl`^$G9eQY2m(;MznPjs z1OQV^8^ugDM3JZ}CZgI_k?I=u*e7XQ-v9%EB`8vX)-6H%91K8vGzTVhfZ$x~$}KrQ z$!G#lN0LHSVj{By)MJMPnj(@T0wO}+kD~hK3OdW(x8L19J?qsKTPD-OM4TX2iPB>Z zQ%B%Rlc9y;vjOYwI&EQC!u8o&cdCrmqiC%@F=Dc18-{M5&h&O?q)UwV`hul>N3;Kw zmaeq5Du4i~msz_#ZROSHiHMY}uwzCfa!k%=n9DnM&M^ZS834MKXS-1~j=W4L!?%81 z5`C`z)lAF;A@1%Ji|XY3{Pfd@pG;@x2YcgB9(-_e`t&D1{tuJ!!S{dtKe=`D)vBuN zdNC}^wWuf!ZIvKkxsoJmVKN>$%3Yp)!@V#|zbu*}Fs0c03ai@jrw;Ymb*N;wA2vioY5SkP!GmZA=k#opkh1h5csTkS_(`9VLP*V6R%x3~YJu=<9tL?N(D`lb~7TE|Fk;{X6407*na zRE(1Gd+VM|n|1C*!08HIQ6M5QIp^6qLc^s)U;vD;{;ZbI=Gjc|603NYZ+#8p%PdV& z(2W2Au-Vxi{LNqg)#JxseD?XnyLa!tbnlhjz1M&Aqth7cPd zx#ezhc_1PJ?(FQme*g8d7?x#8058Av^36N9onuE27bJNuKp{kpE1xGakx zb_4(b==>G#aYvY&MHAruEhr1rw2J7aJrLlgOoIEe%28HpWoVR7UYa4DeSOOE^wZOaSc3 zlc(?f?fXCc;lICq=f>OLxz7%69^UcZ4+aD0h7#(|A?nGyScr9UWYo-i4{f*O6vgI5 zf|{AmXDF(W3;+=_B?fYe6&8t{uzC6a}nZpp&s- zY~e*>vNpq+ED#YPApv*Hqs}HVAR=|tSODnCcwqU)TkBl4jrvvttx2T>nR2>E>Y&B`*j8S6jgjJ#tIaTN{O=1i+h!43sfq^=KK`q} z`isf9eEsEH7{eDod;g`^Z@hA6=j>uJDepXf^!Z00zW*!le9t-3C}!3seXy?*vpjOI z4Z}4DwFc!yk6#Gr;yFgQnswu)d-n=o?C;+YiJ&%_OxXLTX^LLwTq0)2ySux-D4Hl{ zCMp2nyjKwRTJSkWtw66?v6zX<7mq$~ z4P1J87!$1Nh&d&Q7}2Q;5jw|(V@k3Q#L0hVW+M7_M8IwIqnUrJNH`vizx&t#+EuALTAn*;DNn^hJ+n%%oK9W1xV)4NlF@1$%sqdl zTl%v%-CI=h+qV&`DOo>iOrMtrWLSrPGoQ9^mePWoU{zdRAwHAqe!a=o8qSRceQVs= zhg&UmiEqaWt%-UdbKjWtx3p);$U*nlen+591Kc@SYx}g{&B7+j^R6_&An4wobR}&T z`-*$dRoAO-&~o$*@Rl^qrCHClnYm(y`_d3ESSS3O#-Ohp2E>FGVLn}a@!8MLPR<=U zX(Y@S(|YD>o(w0i-nsMS@zZEFYvx~kadz+Cz5V?g^H7z;U5!C8%_b$x3l6NC+v`Rc z-(=C|&#QdsMUS*HIPbml2A|ahR12VHS z_xTr}pProFzA;%;Ra3fG?%tbU934G=dW&z}zyD^4es@>v=F9jAD*-5JLS$0(N-3X7m_bn$*1%# zwoNtW2pHPilq8rRqgd=vB2^7d2u(Ae&+EEYRp%UgN5qGRH!nReJ9geX$IkKI-rg&( zyfPk5?!ENV{Wsql4u(W-I2uJwEQ`W{Z;6R$RywrIWzLFpz5F6$F8)z7 zRNJt@3IIv)0(zmjnW41?61%#?)-B(Ds1Znbq#FeXWW1+PK?cQ;8z) zbBzeNe^uS*;uB_YMF;(?k_PFrYeGRZCfx!*b|7KRG%7{PD@rqc3jUez~rK zD@Fid62K%vl0`E_BuCiOa`{@2*snhN^KqL)_S{GA?$J~et>F5he;VBpwk1}sGZMjY zKA$hDDuhZQJbiMMk7iI5#b7YFdGlsb6lNAekSpIh$B87th?qnMkB*L-rn&#-+lV-u z%>bYZO^9JJpEJ>LG*r+1KDCe70uy$4$M@|^qVulSJYywf=F7z6p_Io<(-MyBN;-BQOr~#l1Fe%NSLe@ zrGnQG0wOpEW>G{TNid`=tO+ekiI&1yszR1ly=+js9AqjjwN~#UT^LzwAanm2fn{vE z^_B@hF)`88b8nB_#aXBTjEHDS`FRb3PDVO?USB1tXKea$bN>k2#+pg)PS;BA^`(A%sfB*G7ZmVRT-tDv<09J*i(&nxD8((L{ z+;-_8FayeRvnuMnf9c*!Hx3WAo=X#nu#!l_VW@*C7k+ecF}rj3m7}9^RCw?GzyAGK z@6YN5U?ej!i4si2%p~QNz&yHyArZ3WW*A7|5HY1Q^E=;VG`m#;^L?gLWrU?jR!0)) zza3wuibd&VA#kREMAxaKz1~>nsgq7D5qGa>n!jcyG4|7W&}MVjyc49p(kgB`pi76l z-J%AT(&y0@auU8Ez&AgTxqf0uKrKA`lW+4Ggd<8Y< z$@yZLb#lcJ3QHg+VMwzpoR2WFc#ne05z&{#hr8t|P^U1D^iQBVZdRx#BSX<&Z zP*ykYJnLm-^4M1gCo}8auTwIvhV6d!ZWd`p(WZx^-i?=fSDWSQ%^j4l00CGneO0YVD zni8)6_NhMyA^;j9A|Svr5%6=?g4TW(9THm)QZEz%OB#Q`P#~*n)Wp&f)5zp<#jOz_ z0F$73B8gFY3PsfB=M4=3Of_j;k%3{$xiv6L+n3jsf@a0cifk9he7JVEHY10A^`2H@ zM93ywU}@NvB|80hk$UqDdwqerhtqA(!#0d=GGqN5XU}-|$EM+Fw=AQs?U~3WT$~9| zy*%z_$xxp-wn}<}E55buYWw-%KJ1+T+Jop!*drKD0kEB2UwtRJC^vb_G zV|*Pm4A4E>Ync1~l-+h|ePH9Vk<82`*Vdn#&oz1kG*r9tU{{*vR=Xb+j8fv#RDbQ) zzWdV;{&rqhfXP!_Ll5HJ$D4>>u9L#iP@w$6p-Yx?`9GC1b0!Y&oO` z384Z2?|q9@ff|8EBC=M(?5g{`Y^Ed@D6Beg*L;0CiMOwL5DFy89spD%L?snzng$WQ z_i1u@?~9_S>-x#lr%8^`<$Na<-aGG8?h+AIB$>>_@!fV>)s?U>1>BhpjKs{|J23|U z#h?U8QF0e~Dn_lr0C5%ARt zw11yQdPTYaldi6JOcY{BL7tg8<|zH@LTzyzg;i_Zu5>wm?Y-E&5Nf;eTvnlwUFif| z>n_pAESiBK5WwBLFYg`Pn4Ueod3ck3IlY*H7CQ%ri|P4nQKKIQgIjlQADu1$^yKNI zgTq@0fELUm077crVCex;2vvGAt<;^W5vT%!<_d)^_xJ+fiWeuB(Z5y!P}}A;6R{%#h9x1LlHuzNaEFW9 z5~y4so%B!&$C;=c4tI8Tob&1x0KDh@!&_#bi^z03%U?qUgk*i|dLb$zA=U5p*wO1N zUU~>53;+x+;n;{+*P+`v>H7jgQZa&F_|zS8Yd_$XWqviUcInM;->&@~Ol>ubMgZ6` zh5Khl#D1qEMl?faA~Yk{!5tzBnEhwWa1f%di00@2B>(`|`~Aom02I-30&L~lT0_$H z561rOY?dlzu)38dPA@9}KyDsh0)V0-BIjDz_1tZ);p;zcPWMh}4TV+KasN8E8DldA zY{eN?4DHo1F|3_s+n#*}a@Hll4!d3bR(f&MkyrD$%MAU7@!mXRKQr1Io=dJX#Sp5w z<}@v!ZU5%W-_^G7Y+?g|nROxY+WlT@^x4!3(2HpM%zwCS?&RmW_0TCqv+mzCRwyd{ z6$5~nv{vUC030(CY7oXsWH!vVa)@11K11Yz#f35qZoE z4@5O$08NO<>f)6GDAO;)7@ln)qM9=E*J6f~#Dao|DI%NNXP288#Rwg^ zv^u{y1povt%dEE0@#<5`ELnss4wkm#w=M$SUc!$GOTGXhc8vB+$w}V4wJvH&u&Sz zMSXk08=hthJ6|5N665lkuMuTlX4==sCLr9_r(X4~{?%?XuGf!)S1C?gBK0f2|MzS3 zMHTXvURNamNY$2z7(+OjUQEUl06@f|C?v)wPo9#&Pk;8)m+##rL?es}gVAs>8hYo+ z01eC;B6?qj^YcWV1%SBh^LRP@s7o*AYZ;o3meWIqJNpMOzkdJx=@Fo>8x@E{$Gels zWdHEs#=Wu_*L7Wt&VdW>2PO&oI0w6yeIiJi`J`^&g3F)^ z?M+f<-ys5-sI7);kfEq$zJ1*Q_v9U@_iz4d>#i-gtdtw|jr6j_C4Fwoiq?;xtx0-a zQoU?nXLw^FSTTo}5A;rO%f^(}>h_@>b-BE~R&_+|JV)tW?$!B9VzSgF!)r!Ym{vzXx)zCQ2A4ci%p8vt$53)T*GG$eX)6B1ZRG0gg0H+DQDwZd_vRaK|L}{? zgP0@Q8ISM1eD}`nJNx@L_I3}4<2@o**Y(A0T217t;$QTFswpLdit~ z8=FNWZkK#cNh*MKBe487;@XS3!gj_>KYqzTOcJ_w^@Mu1L8NAgi_73tfUmaunKGOuN<^fwXcvRm&G_u`dYPPd?wnIX7tdT#(_*yb{`)7G6Q9btvR zyOLt*ZRhTsEeR{(-b(|Ve_&oNr^bd#Kua%sQ*d!5YWxxbhs(dU_LuIj*MXoD?1|To zfZ;L|n{04*k=vs1tFCx+qh_k-W&NIiAx95w?#;;-0A3T8S;F{gnT4EGUP4qfU5V2#iwXSMfI<4mtnHeD(nr0kBuWG`bvpF4-k98gH-h27Z z?R!nMvMl#*+c_F(ImGS(YILb}k|0VbwcUGwEr4v~ugDqDclSv5pcfpGu0;&ejVO z`v0blT`1U{$Xeo0o4kg)t|hEn)2#-$Z+H8V@z-LG*CK|z+!HmbOhk->Vn~QhXsSh} zX4*>)=C5Qn(-LZPtgC26aEGPP^uhtp#frnyi&YJ>>f`*1C1a+`P7JsQzZ7@6}g)c~zH;-XYz_ zcdri}!^Rmmx8p`7#+L82m)31UOm*IdKn9vY{`99yR#H=gm1lUl8R*Z2?zg~=_w(x= zYt=ibODkoamRjnHN0!=z00JT=8pz?njYnTRVnlXcz0K!yMEdOELqz<8KllUBczk?( z<8XiA3ttpAo!z^4XL7JJt1D3*_<|i(bu}zKqY>z^@Qx5c8ExR1i5RRQXqv_}Ys2Ia zVd=(Eas|{3%yI)tFcmQbF(A-Hl1vkY0LT)6A^h2&{^{%Y?;qZ{;fvz@ z{QTek*`Li9i?`l-Ycw40?(Y8DcfY&0x3_ZWX3(`j^nUoTC679 z^5}saMoF32xfOOx_TdbO42*zKgqZ*=rRf;}nx;twRP3k;(Xk^mhXh1HmP{W}<)o)i zplU=!DOst8h|YWHrTp4Cm|iDdDGJqP5R&@JC-+4a&2k%3Lfkz#*bHfYo;lzy0?zJ( zDk4tCqmO_3(-6WdFTL!T3(u8=_8XTuLERkCC2fCYjn7eG3vq7%$jcl-OC!Z3YM*U( zOJ&*^&rv0CJyC_t_`45f_qMO>^X1X%wYFcQ*AQGCgpLjhuI&XFwaZ~-=(^>6 zOGo<>Dp-$h)uA?s#KcVA`=lvP#Li{HYFU=)!_LkQ5sAoauf2YFxPP#_2cRnY(n~L$ zJbAL1FK*qsHLIrM(RjSSOT^8hnqN$-dOj#7>3pT$VnBU}?z_ zWz`_j3=`LwQ%~tEiGzlDX|ov3B&DKyXyJ9}>ttf!5Rv!y4p8mj){XreHz&I{3>*Lf zxHTVmURQ&1Fd6Uc?(QEwd1_{t_7qWzAs8Zp3IQW#)x2*;qzv2fO`L4|NXE}pMfKO; zefQqIdj|&xRaL$A>Z`x{&O3-$*L7k7Lz~Ub++$`YVrFJmP4XnruiOQIzBjOW-qeR9 zdvU4&>b++sk(IXs5dn~pO$C9em#kIQM1V@~7;zSNCSpmYL;%oYFxlv))jn0MsC0jo zYbfEj_~nw#(=P|LO+2-?#(pbEScz#ILL7~TgTX+}rst=Rm~I{3EXqQIHZhnPA?Ko8 zB!sphPs>t9=KPCc8{RGD6mmY{E5hkr#FGl42#|o6S&JOv+BzKG`+4%E_PwXgEqxMJ zhIadV_Ws&C%l4e^mmAuzGB)q!1r5TS6MH5+nOX^sFTFtGj6UW6U#Y^}5)I?!QLnXx zf7tSzvF-2(aNW3>Y{@aa^b4vQV{i_cfr!hpNM)VGtRYTzN8ULiM+Roa{SfkBiF(bhJgWa-lqd@@xF*ar45Ya^2WHTZdGcY@L zxv^Dhsp5q~P>B)IJQEm2NVIeXL?rS|F&pR{G_TE20=R<2<=7!0A@1$%4~L^$H~01q zZVdehzyKU1+4S?zzZeY$Z@qSZG8!a+iiuNZ z5TJDcEwR@UTx5UAArgyX458p6hvo$)1qM}Znh0P_tJ9>f%+-U7 zlUxs3VpZ~RICRB;xiG+-OW0V@5-4hB5-;foyf(}%Mqze{(3f~yd-(8NNZ1u4+1hQr zHNW|hy6Z`d0N|L_tgh?Ce)lb}UNi-%?7cTLP&G9XQ8Q8l`jT}oVclk?J?WX`Aw7Kf zkQrWn`Q__S&AS})TC%xAgN(4_>!c(JI~0vXz(n!+9#GH3*tT$Ib@Z>z^;fzT_j3z8 zDBI4^&yDqS(cOpk68ob)qa#3vepnO+a(eo7JRT0q+Xz}sPyJ-4AOwOS5+PN5n;B+n zin%MQh=Qf5mr~+AMk|VHOD;|XsC+RBE$1o6NdN#)Rdqt@=JVNTG(JB+C!+m>gZ;g| z@p$}y{h$Bt=8Z#7glbt~3y6#oW0`<6MLVY*yJygkfR`Co$t%|~j%@Yk6d);>t^8ms z4tal>+5(Iy=%s(%{-!LibK5JATh5rjf8}Ibu_5gV5`#Ut&xj}zrHKGQloz69QB9i@ z-lnO$k|FN>rdNLp0Mv~8Ik0{MfR&s^uhm3b0Bda-dOA+dQntrkUPGHZOzTaIu`Elo zR7Z*$B}ou_a!7eyLqq^gtwTjLsuGh!ZbDTpnx<){^Tp229udsu(_jA1TSei@vMdUh zU^D;#RRlHB#EbwCBq%%s016Jr69Yj6b@uSl!`0$-|P2HTIo;^7_s)u8E?Y=}I zPL0~u(=ld}5n2Gmv~H>+G$1o&WB?EWL^MTVEYOuZlcs3^lQ2C|3hfb2drf85{My?6WWxEvv%LF`nhHgSwPGy;amT@o_amy!Xr;Wz*Q zh(r-iUFDF-5CB1QLB&!X+SEWTadCi*%+`FUex<;Y9JflS%vJJAVk;heA7R=SX>FTv z8Hw4L#|gY$L(tlbT^`eNbf}1!{JBJ58V&}jHYwRm$Baa#O3VrP6;(rsDoCW5@eRn5 z_XtGE3k2pAgi4G61ZFYD)2Amt`SFKkIjpK`F`xhM|MFk{(|`J(z4qGc0LeaPTiwm% zBmsRWQ}m z5BsvZ;S`u|2BGb9y29`*hhtU|GbO^O$B&)!dwV-K_I5w~=!3HKPfw3#XHS3W&9}fX z>uV)8M>p(pVL$l)BjD{LJsFA7%s{hJ>teBxAdcOok>W4J*i0&SugW?EO33J#2mulY zq$J`5<)O~zGbWxdX2(w+PtVR5^Tox*Y(85|_V#0x!^8d8UVoK|Lkvx*%WkUz^y1t*A7fNAmk&i?u+lv&$=qO0 z_oz{8Bn=gEtq-R<5z9=$)#%Ng zyU$rJjXJ*C(v8Rl*a!%7JuNO9F`43rAAa~JfAS|glU+62-`hJrI!jf`BAWr~W%+xR zq9|0Qvxfb~vMDldFE#rXkRjOTH--Hq*L8s8l?eE`&-yhEM3fNr5BAG}KR%wa)1t)K z=y1#+zM7rSr&xmc;lv|@bQOUFxQsN?$gxz|8G5C+`f6Mt{20i)I^+2+_x4u<7uJQxg$)-r7y;iCDBO8-0;JbdqoD z5~u)6-sp?t*l!yt2zJc2v4&hF`z*PU-PI3jHL^!Y_s)EHq&rIK%#9mnp&GUCnV;k3A?+yB1**BlUcp^tmVMm!PINNX+Bs|;#z&? zv}HBkcBh+b{^p)v$pC*{??gJzU@&l=B?dH=(43tdO~%7pw+`#!psqqQn}QJ)g(Hs! zvP>Cd7uZZYk4B?#t4Ninb01Jl)jg|7THCe(0N~{KNfYWpSsvUty#MNJ^ZESo7oRnu zYUh1$A3ZvGXO)x#MMg)4{QlmeWY}A{Gx__ z&oV@{na@IqF@(@Gp=pwT&@?oiWn7c*+r~$S#0UihDd~^~>2RbVT_Xi)5Tv`iM7lvz zS{d;pMo5X2fD8c{ATfHt=zQ+~i-%Y6X1hOZ*L9uOc^=32AO!)l2sj+x@6i`NwpH%? zxcHWz$t}lSfo;wsIGB&pmO3MC@uPP2td4+G$6_=mth^#$nt=pjsBE}fP9EtT`q@P8|wSi$lRn4B1 zC`)t|SM2gTRh$EA)bwwX-@iq%YAptOk~eI=uTya-tFMX}@(NK1F{g9$fGKFDK&z$p z3Xbt#0^#@?DrKcSWi{6~C+e8(q>+z|vQo0L4SUygq4f@qCm6BhNs-Gf{zG<}s6Pv} zE|%I3Jw4u2uPf^lzds<+cgXwu&w0z80hmL0P*+z5?LejKpWDFXPYX4*7wj9i>lzv@ zBGGlk4~zICqnUiqw`d|fPxZ;?YjF-ghQ9JQfw#Y}|AFiLU~hCkw;8f)Ex64^NtF3# zVL>qghIxd`|A=$=vt_u7?<*Sug={`1Hc5X2LnmxX7O4Jw(vT>HUbmOBZX{ICRdEnf zDk9=qeUYxh#J(^#5Cuqj?z-CD^PTkhpI|Vv8C2w+=yOu1UC)UDD&mxtQj_)aHI>|$cZKsRQY723GV8GEPNJvRy42#Z zE|k5ixUqwCVfquffv96k8-+lNz$;coW>&1KG$n`4Wn64on_38KA&t-FCHpfD8TySF6wue+*UHDIe5$m| zPYRlp-1=Kj4eG?tsS_o_1x=fOCkJU!Q5p^Jcl*T?I;TUY664h#=hxP}A_Q=G!9euk z#Rd7B61gJnDL@^|1TIn&PA_zaIx0@%bRnmA5wtx4zF7f zwQ`0YOtkCuvpF7;I1DDIE)I%3W&Z5bd0vJII0O1@4+mjaH0V(D{KK^SU1~m~ysSm; z?Z(~3IPmAd%FEn+BL|w#WUJlL=8K;Uwn`658r;03M(=tkMV@~vB?M_oAL(F)f2G=Z zrAF%4<(K}2?=_lPks{gu+E0vcpOdxCJJ3;Qy3iC+_c{EcSqw|UtjeA4ppKav5m3JQ5`^Nvpt*PZuq4;!l)e(`b zvR=luHM=l$wd45mDOp^lfZh#pnaqg6ufRsnSyAN8mk&Y(y+B@KS5QV#(K8*96y(Cf zXvRk%yT&>!%p`NjQ9;wt&@gG}l!2pb^*`!YxSAviSf3dlx5Ton*DZ?b8glU;LMUw? zKUF$aUgH`ec>O^xe7s_(D`O=;{-t)W0Udsa(_IZrc%|VMKL*E75GjbNg%!Td=;Zu%Uj+Yp3GLG&8HKM??zGs>RFlZ~a7a7Hbeb z%h6TE6R4yin{ST!DmL|dft|Tib-S0N$3;tiDi?8((@E)-yZeh?bbQ#!ebB?!!{t25 zHr=OR2_$g?vFclx8CanBz;Ag#d*4ZhS-^G+yqNE~I2jWVs14910}0E?&}l1?yrn4n z;rMb~n?vJQY((%H&|vhIdT4s6lfM?YAA7hZ2gs2QbGPdsL)+p3H_FZF+H`q|+~wu| z#%X)lk=aN|*p}wrPB#}Z5AkzN#tP{ExZrsvw%5B)T+xZT5JfNr_d!~*rIO!s)7>bW zaO=c(YLn$Cuo9J+%0X%5YXa7&TCDu<$H&L6f!Fh4$5&%b09<(QklwxL;7*71aZTgi zRWNk^Y++%+rYD}r_44G6DX!^nwhjj~Qj|vJ?EF0WCHl_f^|)g3=M4t4!FRZJ zJPx3Irz8FL55WwoZ)G&9C}}yHVn+;k-9}(D_L-!+7%qF{tr$VER|q zkPYHXI8T&hif*J(HqcC9tw~7xZR2R5XlSEj?XapzK~(fAX*g9W9@s^&)PiN-gY#}bpIQM*$fh3pZ_o4uv|zYNwStGvF| zX!9VI%C;|1ifZg%IcI9RC=C*r75}`9dMe4K84AzC$=M|Z3k`)8wKLiR8!*s0p51Yk zD-qM8QX=`R+j{KpjYhti75zrW0?fcLRZcn$z;*=B=eMV^_Y4ia?kA9cqoq!5Mn?#n z1o_pmNgGqg_)P}L1M6;J+F$s^Pu8080w-WOx4`J0u~M^F66NZ<9OBk-*bCT+JXfEp zvGc8fCH@Eo>YOb@!#SV3jY|^)_Tk#vC$NBIA=R}$2qab3YbPo28!d^-%1x`^X!x^9 z6ejHU=3#?86eAIK-hTsdSHrFV#J5|m*HcmDwf6^y`2W^-^6=@jhrg*~ck5(t)-`np z-kcvCzXLb|b>7qq);t0@LL*~=(ObSPRZAy!6;A9XIPIjukm#ikt9Aj5|^ZZnA7%mk1d&Wg@zjnag(2hfoa3O#1D(yV5> z+u+pvMuY);E>jPq^7q>Af4g1OSk$O&Xa85KI7O=H;wgce`Me&L$}X(&y9b5#>j`EG zaYkl)yt6OhkC5g#*U+8IUU#QYlngdlO4P8#yi}MPJ=m3*zt2YXP_kh^heWrb_XmBx~5dfSLbSugK6_-qF6^1 z9NYe_G;z^x1(`lX7@OaUKg`}Bq-?i3DLg2h#ygBfVnp9I##p$fid}r=O8ia(d6&&L zJ^ihzpwFD_b=ZdwzJb@G8Vn>qZFFis=c+p@=@^s5>yqRvQ@x@k!RO>0F*H0lc*7_k z$gs!rSS@#9_QcWM-Mt&|45{*7%*iG0c`_E~X`z67?(kn<}X5ba0R zsD42!8J-XCZv>m37|wC&aE?Aou+z@PKK(6TabzhrzU9-oa_k5s-8{*U1v7;m8yFVy z7TGE*S4;!cS8WSblE*pOu^@#$TEPZ|gQC;-#Pu+>DGbKk*6|U8DSbI#{#9A6(yS;C zrR@?C8){40fK42bdG~8BNTP0Sgu+g@KgH*B1OfCXzYPc}dbySp`L9Wb#4tPjIWZZ8Ku0vsuSxwD{*S(9fy-ki&LicS-2<5Zc_*gu0+lRwD8px?8Stf`5fa&>&)-EUX@ zV%I;+iZ=BepATp=%E$)&Z?4Fx`myI>Qo6cC{i#B(pbO-oD-gRb)U5w0 z6GrhEKUs*?CUUP|&9LV2Gfh)`RD3R*7~d<6t5vq@GGdz<*33SV{U0JyR<(afrj-nE zm7MVset6qW_t#HGq8w(+xZ;oIjIHigqdvaa(tjzPpp-Q9eOzyuN2KnlNaYWyNDQqNTGf1ZR>M{#M+ z;kc5pH;kO?qaHGf-o!1AyWh!!b%hnE2Cf$VZKdE)1O(pt%ka6RnMkOBl~J=8KsvUu z)6kC8*z++oq=89-_R&lRb2fssJ(x-9Cip#c)&R$fB(XmV_!y+F|J`nEw;EgZe((o6 z{4f*dnJ;{)sZ4W1(K=#U?34hOPeSVyNz(&jMlCzO#Add6N*x7$RbNLR)CB^Zo`4$* z1>4;iJzkp_m^og%Uj~wzat@KCEWdq1F@$2edSef&;_G4IF2 z2(sWF>TBU=<8rW;>=$ece`-2pTE;c)X4=fY@Qr_TXHan;7b}u2g;^yWboKgH42!{g z28)u-DzbD|5xYE!_DxXQT)J!0Q?7K5q*tU(yL0r1!Bw&iS>!iJ<0g}e$~GCi9n#3) zdZ~+Iua)JXCOG1n)NS^ut<>zF#w0pk<`loSSA<#?Obq63nyS?QSQER#3O$SC^D?0X z_V$OJjeDIKSy8#2G&YnwIbtY1Sp2MIL&x zy`kNEJaVugs%cD=)L3^BTb^TeHC|JLyvkX5SyzYj`0BNpt_iyf?FidE;VlWZo1P;Q zgD{qss1b!nvIy#CN3X`XPj?<8{5!rtEITK!0_MhZOpUhe&_65bi~2gs8y|&y0^;EH zCEn#uO(8>2ap>MgsS0bftHudQ0ADvrX`NUBWEIp?N z$~>+bJZ5a{=l?or39;(&ek&2`-KPj@3yx8E1h1OxbL^J{K2CmzN|ZM z4n6sMVKYfkV8R7CH9=M+ux>T6>iwh@1S?0>UTSbxC@3H^vA`gTcnZ971uRxyjO|Ag zVigcK9abeM0tFXj%`Ui6`8ur{%`bnx7DFvh)QdB}8hiQqUx|>bAh_V~_WBCyxT3?K zgAz4oXKyY~O2pjhk)Bw}3HlSR#Z|vX8<98l?3B^$l1Rbkgsht;d}F|~=S!U(l2^D0 z6i%KkNf^E0-I+V#Fze*e=2Ta-+>j%8rV*wCT^f2iggBgB*g3tA8i2u^sA`d=B`CYR zz1i7H35z8}mD?Le+5N|rxUOBDUg9r;<`*yAdpR?y^&Bg8iJAPxORVJnyIq*->Fn(l zz^kY^%s=dpB0zUz&XLGTl-xzfl}($ufpRf#R-;i;U`L>Lu&{-ufK|_LpJjUY?rHjD z5VQ6y^Ja4`(V)l6zewa^C*anJ10p;Q59MT}3^asblnPk8hIZ1k=nGc|aHU@=MGFF6 zrlWLey;S>t55RwpHFH@uRm>!$zV#Q05T|s-R@Wf?TGLZM=VBY4XqA_y#1hDgGLObY zDekoGT@B6~_ZM(`Zdj;Ay%wCQEMm*!O;>fkj->1~d`uu~JU~D%~kL;%|l?h+LJwkBK1gnC%&`ZlW zf<&PAmNkF#^_1+*-PJ-#C}!$mttsSScW%syH42tnr9eX8p>9B2T+3eQ7gL#OXNpfK zSAU_%@pqqBo9lxHHw8OYAUeV%zE2an)5kEz`E5I_rxh#uBP6YDPi5e3nYW?w`tg51 zUfa7aicdA4wGRuKG`av_Nbte?OoMR}r2BXT^CVWKVHs6r>tE4FB}j!2IL<-WP4|{5 znD;Cp=|Sf!|G?UdkK|agDG7B!#2nvC>M6SIsce5c2J+n{(WET_*Szv@Hp9HJOa%0y zlJ2WX6kTY(&5gG3?~D(AvRBv?l*7NdaY6s$$$Y5e5%EW7Z7HLt4?wyC0bMULa+tbjzR(ypsci!f?4oaYRrmGP_p1s=biO5 znC-cyR~2EfkB3F3f)8AJo8hpLaV_|6=ONs0r5(|8Ta&X_+ql>EV@!cMey`S)&&a7Z zDC+*Oav4<;X6bUg51X3IuImEQ8+(HQf*@?iRrF~=Rj7`HlzO0@{OeOsxxLOwNn`3O z8!3GyvN&7R{>H{j0ENSwWyHnK>dYMpafk18wl%csDVq-GRa9usiVB>FYPHTN{D4q@ zRKp4;oRn-);*Md?>v+yeyfGhYP91qHhs&hfHMn2ju!IOo*JCC|nG+%R}Y* z^|sdf&X}{Ajyq0Pm7`A@>HaAu?SpE>EL5MBI~P6^{`>4ks>BiR$lcp$;9&aXLIW)$ zTu2{b+KzyWRKbHTqQG3Nu=5uOya3xKpN1RH6X|0ys}r8G#NnF0y#4BH4OL?enQ69a zo+%pV6Zt;2^oRGJCv0u6A!&iE72s$Hb%+NJ^GLEJZrm5vpX9oK+W3QHZO6;k%eP_l zTxu*43W60snaWTkE= z3pVR5TSY$vcbj+WuAoWw--H2c@)yB%Xd>EY+WLHkNW4F_w~_{r8on1 z)CcMjhx5tE58}E{i~m+2zWmF@QMIfi;P}_-Z7@h0@3jrmFaVA#3U)lfVcc`2AE521 z6zU_fC$v+q(E8n8Y#^>AVO;lQ?lIv}5h~o9uQle6pq%U^3b-4240z|IGY~Fr1oyFdtHy10!Gd!g@H3c{j| z^cxODcatN!S|7wgx_lCWXgD?N7zW}(jUA3_UH_Ge0<6z$k6mFMvi!S0PE@OFG8PP6 zJ?$}b@DiMy4u*!0?Y7`!Nl53`lm09_7AO8Y+r=suXSBIl z6Eu9aJ}ok#)d=yf|0?a~KeYa;0$ALf;|XnfsS!8ma+U*43paW}y>a#B! z%1iRW!ei9RSR!Tq!tsmQ0mZ!Ra4TL~X_Qf&vv|R4?hMGth2r2VwRV`c6JsVWjb4WwZ{|Q*kAm=1Bjh_$*}5a2U0P&JyNF~~1A*6Da90xTvi@uqp+g>~$&p6Yq~p#e;xJf;e)E{# zB4hBDOYg}oMq+I5M(j@?P~O?6^G9hnS;DV31s-PN&?|4KBpJ^Q7cl*1OL*2C!jsZ8 zn@U+{PsAH86qw&d(u)^mvZ|-IIRP}A_q!1rufVj5lzT^2hX0tO!S$T>dkITz2lWnH zpm^r>QJ&&)LhJG$%}B0UQ9D#Y)nitp?~2t#YBAU>tE#7Vxsqj+*sN4U2}&-IwLTV} zK`~m*dX_X2ZF^S~?805OX_wPRDeSxTM~j8@t+6J058JBi zYHBIgeLlxP{v%IEaS^Mx1uDb?K`GhixJP%Oc>g{&@pVitH!c|5eNmj1-XFk%N2Lt; z){daka)1FH+QxElCgtEhJc-_~6^b2xk=p(2V|)BIQ0~n)nQP5@185el$>FGbS8@7} zBTo57ua`tyb#~{bLfcl*^bT;J=vDLo?hX$Gg6}aoTv{TB_M>_v=+X8 z=i&gIKFUsuSt3Q`;)XK>@&$!b=$~Z_B={RqxIk@t&`{KG4I&axIiAEVTdis3nDTTv zIGntHC&itl$5HFDR5m`={8Caz~cY#2I&ze{G_^CtyF4YTLRy9CXwo%(EAG& zoCm`B#tQxP)L5G*H59BD>YXdu2#66Gm>Q zio6wX9m0W~-;0xZrr?S83F$VSVi8;2whNAOkA1gobIOuz^jiwpMGl#SJRU zKs@+o{6!Fa!P_Wv$XYP>4F_gUgYa`EwbFZccc+GeDzRZ;hry?_t(aV^{Nhu4*tlnNeGb6aSMKNU%L3Im zYolOU@(9BA^Y@{LS-ef~&WjxyE`dTYtZgPh@tIRYGv9Nkz1kwJ>aookNeNn#A3^*v zKK%g#m61M%IN>qr+n;hj(G`*M>EPS2U{g?G>(sWSrO&??ciF9m8ELRbAF=fjOt4W9 zzHNc~+-{4441LzQ1#u{JSHYV5f#C`@nW=LhMYDtxUN<`}x)20?ts#0|c7c>C;gAHW zwt^~{1*Oy{kd_J+KPLiZrv3LeMT44t|Dn_3rsAwm ze`j5rLDSZVf4+i0p3%L;fat+E?1o9C_(_w0;4PcealpT>ohEml0j38%J)vMr1+r?V z-J*2`NQCY5Thg+gRc_z=Yw*VKu7;YToHe!5y~iSthGPjMHf!)6KXfDbn%C;;#K9`4fh%d#lL$1sa|#S^&;D0MEx(j5 z(k%3XzOMPbIhF&=yY2~pU=Iw9hVIN%E(C`L2PZ4Jy1O+Q0e}~_QXlat3;{VKc6jD5 zA1#Y{=pMx3!+X1cC)mFye$r;xT_OB6H9^S5_fkcH=&>?DW(s1CrX{(SmJR~SYo}cm z7dQBGdv2=AZ@yY)Vm^k(hC|WHrUpJ)|84Bf)y*zc)H*YV9$(S0awDX2s&*#N&zFNP z3cb`RKXn!-Q1sKThv0yquU%Ydlz??N`iI^Z*&l1~_pM~38#ejWw%+f9mp8J~X;DM+COZn4Gy`Rz!DWphMTT3z_i>f|*LB?A-bYs7@P>;X2G`4Lan%}v*0yTe!(l5U;> zL_|H__1M6-zU_YF;$ijU1M1=Uk#QrJfPAnAVSO|2jj_Dn-po{}isfR|!P-)WI#VTO zBA3`R98PTZNIAJsN7PuOQ@4Z$5jPtZ0UGP2e^W-ZE>BjhwGEbn`#VUMUa|spJ_0yk z;t|lwO6o|&-<3xI>$!p7gdQ@Bt4*j!JWYSz)%YkGLS4WOS%s6c_@m23oN)inY2o|= zgXTzEqgF&+BPCsc$ht+Wt)sN&6P@HDZ}UL`Z{L zDPFralNbWInty$8^XK@YxBph3EcK2B-yV^GAAc*%rs`v1JEoqVMvjy;&|r41iAkeB zXSND1!Qc>6y$1KK;=C;rH)3RFmm7T)$@%syZ0Qvd$R13R8o8I8rpL-vX`iA0&%@JG zn3jai!)(64k{X*B!kobT2`2#bOCufQV-bLk$;6g?{o7e+9?EY&dvKf^rJcEd=E*;| zuwYt@Ld;f<8C&`v<2AHCD$e~ED$6xCZyDtFlEL|ZA!|NGz#U%A^z<2PDc5@Q`$TK= zMOIvLhD@XW?^9uGC||$!-ebIB|9Gn|~@&@@D-iV$|mucb3T>xIg!N<2RcW(f+QX zAwLaLnoLgjXWVMTrh>&R>o=d}fw(%C`S)NC8U89KXm-q_{-B4W?YF%v4*!7Kn;tzxn4H4B3!88&A_GEI9|C(kf zLSD7RzIaRWT9dCbU5|*RNQm(nE4~deBPfy_q>~xrC&#G!{BKD-)V2^qaX@)ifv{A# zH7RkFE8zydcEhxs&zoN*9o*P+T#E47PNJxAxY}urW%o>zDR1q|ruD>pGgv z=OauE{siP~Tu=30T=$=i32U9O3L&@b&W|oP%-X{)Pntp(g5=%u@2A4Vm*H%&aC(7W zL6K#%i^KZ&D>+gkVIPF~@VmNh%I_>{441?)3+4%|J0F;o{SKh5P(l{$Pd-n4wsNV3 ze)v4_>Btlkp%_Fs)hUBY>gIUVDedF2XvKBk73C9tZn6JIs7eR{>Kv@d`U3kNlaQl+ zf{cYSuB0`Ozq~qz&i0Ad%PqgnZ4b-<@<%(^V}qbglD{>WiJwqX6BapE zZbT7W6xe66srRnP%gP>J-1OfBw$h%)!e9xD%LnyA=UWZSMa#8L>3o}gO2kK{EjU_X?IvXC^LIVWJ=}{2(j4aCjW3%GJ(OyTWT}o&jx={ z6S0ZqN*y_(@S(8PG*1-hIrQKVVj;#MIAnSfaPtRCaL>JQrVxSrPt|f zW5ShZHl{59j*o>v(cl$gqq(1LMF=Q!o0|)922D)5r(B7$=h3}?X4OuCdrt?feQA#r zRu)ga#P%8{Gj_7SeWY8~is4YFb}zhdi?wBmdDPko6S39V%Pp8oGnKHzF>eUt!|*`Ry3k(E*3`iQQ7z*-!)&|sN+EkH zSYE=s0WV9)(KuUHW;inL@^Nkz7N{l~u}DuN9u#|Bo10Rp*k!nqp&`_zfl@$5-ZZ!z%#oqqG!NY9Gjby zjNRmPJAi1(V?m|*c=V2JUZU9SL+^I+v6aR4Da;@4$-|D$&CnsJrLg;d)s}%f`U3Qx zU0q$R?Y&3n+a=p*AOt%sfC)Cv9smkOU-GG^ql&|>j@EW+-}7C;U^~HWgVKIYE8RVC zi8sxjk`^rbdTdu;Aq{F}1S(U^IHkl8y+{L|7XJDqs_&9CF>J;@VzeZ?okGKGfgz0P z8bTj%BL!JRUbA4Q!F);0Fo=#cyGo&|gHGW7ZR8_Tq{Z~C2!ii5o`to#D`I>DzX!JX z-j$@83J~)rL;00uy1VtTla(#gPV*NT-Jq;D_DKug$hImd;!`4mH)ufj!Tc#7Vup1! z=9%)N2(7!cwe?#>F~jM%wJY=z^KH;F(fjiV7 z{N5e?7XUoDdWsiJWUzJluIG)ud+PFeU~N0k#W;pKAg}lA+zi>#2;9M>{tFIp2&!H| zf3yF5J)B#{hdVG`UhZtzdgdJDG9TF9DwaQKk7!Q&E{&?!=MtLJ8wK&jfVi>0&hSjn z(9?_9vOmTtDbi9I_>4(S$U;m?KNA(fBPMdDVl7_qXY&4@h$ZuZnJhXU$_vt(gLuaGcWVI7dC2ktmFG+zc znQBHi8HXHe+I+TG!2i#eg6YcI{h&Z{5# z-S30qFivgokdhFqUm%(GEo&KrFGh7xabDghTJel!H8`!#MO{ueUH} zGWJD<@XFK4&cGp24FjVmV}?bKYiqPDYuSvIErnS`D4VO(oLf!!oh&kqhG{j_92SE{ zsBLgk97&z^^#X~D6%;B8!)MCGw(jo;(10`L^wd?5fq=NdjftK&u5VmEa9tHuF#mO) ziR5}o+Uzd$VFvl8=?A8nI=;NY%?AH>j(|nyhclJ*cM8DjSZV_->9DI{p@NaW62;QC zq_F^w{AY(6_k5_F8jatj*Y`)P#MTKem=l*UsW@1UrZ2)QwuRNJC+ASKtMK(1c_sBWAm zT-1~eXGM5IgeofUz@G{xm?Q9D8<+x_H$Tg%MaszeVv^aczg-nUmPr={xuT;Ls6QgY zQB0U`h@T_P<>H%ZBOPc?J2;K$r`_%CFMFMH&UQ=hgB+@DIartIP+I!@#&b48)iP6$ zf4;OzDsx=Y;Q4TH{n$2{d~IXHgiw-!tU<`og3dN}pa+ppQAw@4C1JQoNHC~1dyTkV zl)sgL@p-XqLsWl4GQB?v-yO##afK67;DA(=!Yy_2QQdx8%RN`aolb%DZp ze>>0q0)AbWIc@nF;S)i~^wede+2$h;bCJZXxcYAC!|^@AgyH71pmWYwGxsj9gsv z*pAAvc}~MyFYw5?jmS^e~a$D=xPc%X6pON84;MbeSq7@l#QIy zuBxtvNvwpT{5$;jw%=EJ@ch7Ed~qEr^spxJpzL+pFK|C2U=Gk7)@&?&I1Wg4D;u6$ z%?0F3p z1dzPoVw;Qz6n*NJGNPBz=(1PahS-6qRZi}7YsfS{3WYq{`EYtiBw70qc#Hdd3L_&> z?)j0L_2gde{HKXi(in?Tf;>0uc7(Q;w$;`&&z_4g#Szigj0%1bZ(oA_vw-VUI&GGU_og~vqxgfb0_P$(MA zIL5uc&LKNe2IgC=6nZbXPZ~GSZ`}f1jsAK~X=zW@Zq5++-R+98XMGoYW%jxA!{+XP z^0e+~b9kVS48t3HeQQl0AewTEYisE1+Kg-HL!_c0Xr?||E3K&WFgaL7aV{@Vne9Vn%N zqp`i+?_g2P{eMZC<}Y3m1{4#ZqA+;~f}5a#Vk+I`-_`w?f!F&^-?EWdA4Qps*JC& zbus{Apa;Ay-?q9Z3u7j4l zfV148edYS%AtTItXH#4IkOA4{h1j#=3F>m<@X5}1&dz~X!C3x4XmsuAD$U)k^!!ma zI4^5QAp4n_ACGIfbRs<_l{sbt8;Ev_3f|C=Gs*!YhMg=pn}u;g){HtO(Z3g9EW%2} zxKIR_&aMI0H-kTWkK-MeCTRh8ouMCDU2QWWN15)eH?(rvcTrjb`Bd&^AC^P@g5Gx9 zYDi6`ezaUqjasQ#6@_u-iFGO+xmMMV&gfPC{Lq_l46(ul(^>W*LQeCwi7S;>4W-fOW-Ulwe-Li4JFXRlgq@hrPT)UI>MIi;jlBl}c!;5RvV*Z@5ZZ2@C zOP8=V#$ai3kmTj%F9SofR*e^_F}qn&tODlDOTOPasafQe*j=F5^+oaj?!u0S{g`CB znYd09>wnBz%Dd$Iy1S1IrIu%po6n6E9TbVGmvnq6f1g4wCvXxqMnIUD2Y~B~w8+U` z%=u8Q+f-52Y*gOe0Z9am@;XlGsDN~~kBkf=`mXPFR~z?o9RY}vp;$!ZyPB5wyKQb} z4M2F49>?7pv(_wE<-6piW#sWNV+jMjZ9JDcWu<{;DMls?4POchx-nZagIl66_fLn< z_KIL`OIxONV{P#-i?ld1)W^jubmE0IJRk|Gp!ijHZZ=kYkjveH(%k=R0W8M7-%fDE zt(ISB?RSa`yk_0)Y~*@`eg!diX#nsrnR=9h#A17FPWe*P>dY&mVj}dm6yLah{^?8Q zAYl3BD&FO}2`F52bAm)Vl(X$7J4CfUY6GZ^PjAviwKDh`YKaN4J+e86Y0(z*z94YY z+@4;Co}q=ZWW|?VJdl~$67V}oDdt7h4mFofd>WJ+IGwh{N;T_ic#pNQW4;W``4na9 z{qRWx_C~m;^{)7=dV8(Kte8^cuJeCg%X>LaY6(WgN=?RqR{%r)Ujq1>Iv##~wmQN4 zX;F=MUV@xT@TTL}rZ^;DY)RO`mZD_mH)E}jdc8$3|NEJ_e~6^1n47K_6H1Htg+clp zL(kAT!&2vBwl6%tc2}nJ20%;3?-%5+m_qM*F9otR+v2+5Hm~CcB@+>FVa3D33q=h* z4M`M&wB@Vi*t7{B<2=G}gm6BMr!9}wxFApG%YROkF@O-ZvDMI!Q)=fdZjet$jhj_a zNu4_@9n^n=VPHRGgz|p=q?D`mKU5cXpUgp}dPi$3Z;TGqbZ@auS9s^_2K(CqAP>D? zwYpX8T?spbH65a@Vzr!5J2M~t{wg;i1$txP^4|kevf*K}_ZrV%Ji$*q#bTGKe`Qf| zbf2qF!75i&PfU%nvVknTs;}+@&jmIdjFPUpo#^>1vYkDBpL7clM6qdwZn{_z)RfI@tt#kl zXGyjNHF%+%)c6L~Yp_6yYTWj)om!|{N*nIKI6t||NxvQuV9l?8n5Rns)+yiX6FwZ3 zh*F=Et&hn32^8W_XX8i4qV9)#0zGvUL+KF`rTk_Pf|XnUZET^X_Q{WkA3|}?t^WT0 zX!?~)9Q1hBSkC!{FAP$Zz({uORK^vp*z2D1mbHit8&9M@+i*z~-i#X=N6yG7E0d|@ znlf@1+5~OH{Wr&JoG8<@7uW$MX4$P}B)Or+Cg3~K)41v`|!;e812xQoMTbyjez0XZ4EGQpmBY)EE$ zkPl!)btMCGMQpAj zj0Tat<%^uVPLOK=i=ToeE$55Pd%yP| zevF5gR!}N|B2)TUO?X+z<6d!B!rpg4fyTXImY(n|PtGpEN>GSP5Nh@3W?u!Rg`e93 zZv)0>w!U_^Yvt~+B;+Cpws5QJ4!=Xj`6V{H=h54~q482_{ZdfAK07-*+Q4fZr<|8_ z$2y?`UAwI}*YaBsCqJ}!p&GRQI@xi_F65-&S9ZaU6P`8B7ftcq;p)SjC^MBs^kPLr z$HqW|Wf)(EG&)r6i~L>Qyx=J6Y9AoJ8{HrOrH}vE6Ib?_^f`0xFcAfOuD%F3h6eq&(+BoL zWVS7yuOgj(eZ~hRyd})q=}gRBi3{G_PSRMlk#k?-(4u0o8ObQehWzcrQc!xAuOhHE zvc8iN3g>ojbg-w3p~D)Y61aOktlE^s#4K3tl<%-()Amb4ITb^dx2|f5SK=XmJk2}h zes#%C)7as!(Bbh7tijGRHlxSfre*8K`2K@cfZmu^@0}mR@R`uV@fE`}DJx`T3y7(Wn=H`D9bpflMiojp%Azz;**tAgQy+f| z{cUV*#Z}e0#h-r6iL`xQb-A{--ug}M-XW{1rWNu0iK(Sw(&)S0?rG>nVtq})>VUrt zLJ!hUYM=T~^~JHKYf4Rl6m}M;gBBlJMk-L$if=~rS*BffMSnp5SJ|gbMGQ=GFRv@D zt~R^*;?{NNeTwI=?`bl^deW$9>_#<#YGGt#r2Rb-;7$cxEHAnDoT-R4)pj=4+BF$- zND;9RvOrya0!QasrX;oL_x@_9#oWWK380Av->r8`@d5(XnC_;}4-dx#!gf1otm2?&k+<)F4PJVtl zd95=^&YN(vaeydM#`ma*ZD0*R4p;&G^Q5c4J3Bl6g3SmimxM1|kM{VejD1?2vsu!p zorUuVA*_IyY_xfQd8s|G!#LYwz6LjvJS`kt=F$b>l*6^vOyBY`e8e4Sr@a%+o#>U< z{X^G!-gmfdm=+aW2%g>HbEe^~w4Yr#9!=2me90heo6ZJ|fa3=0e`vpX(>822C42D~ z-W69}UCo&Rp!3C4lBiam zDIp%pE||)$16S8$GD|tY({o0&b&-&(OrdhdM4ye7?%h5qFFPtJ=Hdlw`&67lGzL0n z`*w^i@Rjn`tEPE?%+enRE~2e(mGh6F-4thf_RIp=m1$S=b2bbxpI%I6z0Pqrmo6?o zi;XgE)ogaX_qbZ>y<4)FU;gjPb>8RUuB{Yj*-lsqFS zOB{uM1db+dWy~qm(cc&Y=~CD5JCx;rr+;B$?FcbtBU~o4vIIT<)Re@pzUG)D!Fw=k z#V0IKh2AG&Y8?R!x~jJ}`5*u)IWDP)8nio}V8q%`Uihw`S1<=u4m~(Px(2N7!O` z^FRL;yo41~s)e)R;&}cpzOIvccKhJ63Y}Dr{_4x6q{tjr+a|?2JSfpitK_XVxp28RI7#FFf}&mBn3$N_-IjccAihW< z_I4H9t*_9Ar?Zl%>mlY7j`H!y);BJjg*23ba0XEJYYEzOP@k0TB1Z<)(QSz=p~!Da z?%}VssJQ_zx3YC=9P~a~YO-8aHQ|kA*xeZbj=R~jddL?7x{x>hv(o6Er1-9`r78Ib z24R16mR{1;zw?EIpo>Fai}FeUS%6&WZ2{B?9(Pc8LDn)XA>GTfmCFf}I&Xy3-m|{r z(a}3;KTWfbHvxIo&=19q|3}kVhDG^(U3ds75e7s$N2H}ha!6;8F3BOKJEc36p&O); zR8klQl}0)Q0RaK&7`i*(=l5RMpRar%&)H}1z1F=PRLXT~C3#~6Ro|>s3RDjrmzS&X zujFdhEVQ}rZn^(}LZRA9=l-`#u0GR|gL*Z^b~9eaVjIEtO$$!hlaYz6e$6icIT~p^ zlNx&p%nk-TgL)b&8i`<@FTICt4AM*O+7?85hHR8sU^RO0jBWHz&1)CY;v5~($*hNY zI$8<67JzNXb8O~gCYIbme0}9snt-*xe=IWT-oDDlx=N?uxAp{jP_Jj!aB!_|SDXdT z3TQO|Ir>;hxbj4~eU`n8OPR=ys?B(VT~x~nAU-tVQy-5&MwmhPd-&gsQ**x8LU2YQ zSt9y|-G}?*T4n!bS@1|v*_iOrv7xN#t0sz9c-M0iILct`2I;w-9+0i_@^T?nKq%I> zFgrK*e9*nM@~ZP~YODLOGD{U&F8Tt&`D_&Nj11IQ^NjT=nSgnh(bVN4XChe8D@n6J zjhwUiJkR%O5a$DOyyyYl#r}ts6dVo5fd^#Yo=AIky+u1c1oi!H`1Q`fw9&T+y*@uZ zdaB;?eS&Wciki>;wO$jnKCy6BwQ!ZYaG6_e2V6*VuqYLd9!40%eS01 z&0nfnC#aLoMt{oF5u+wApL?wJ{&`V}Hc|=gcry-&1&n+30G+;5loRv?B#z#G(Go%id*A%|DO%<@O0iw{5c8{mUr!}{a8s(=pYZE{~Zf}TnG z4}uC#nh2VljOJk4zOhjG`#yfxGz2ZDWAu*dO~*@TuU+~ZP5fyOn3kWk#Ln0H?c4d)c1`g8we;V4;Aro*iTe2f@YqqRwu|m+ zyZ2z38(Emb8+(s){z@2e@50fL&9k;1^X)>Ia z_Ohsn=n)A>wgAD*K>~)2e|V@!=VW&!BKXnv3Jdb6=YiMHFkBUKJN_^Vgyh%X#ySSM z2B(6@aRT#)#CwPwWCowZMlEPbpSQ4Z8UF9PTg|oGxyy$A2r&IV9*kkS-RSIpcXS?n z{0#}ru6kGjUBUuygMZuLYcI*hXlb1dcpH%uLa zCzUF;8u8j>WJokMo$t>9nHa)~b^1K9no zEt6IHi=L&p?toFxDhS}MH%R}|l^QM^Azc9UF&4Hbr zU8ePbr6NADeFeD}83) z$NVYm*Zfa>COOxR?l`-gFOT2o=wvgi`2dQfRB>_f#_!+%&Mx?3=3IhS^xA+`VuE^J z+u<3V4%)J(sHpRJ`ey2WZ$UZbhV*Wcv|j1#+{LWDb??}n8RR+3J5|x|np&2LyWRY4 zBO6@l(345S#PCN^+*D+|BSe9+I`E|5RPAcr99V&J(WvSqe}TSSIeaG?@cGZY<%vns zn56!u*hh*?Zgw1OJ%^RWvIibti9&n zgWO0XK#AhS&$VLcj>}LqA!gf`+xqXYY|Tu%sbl>e56yj}8@$;%$egBmjwSFgP}q@!Jn644 zA&clNl`j`_C{50>(dAdoXx)=SPZfpOSkq5_XQ-VgLA52Xi!{goYAOSr$(chR{RuS6OE8nVh;|mT%seOy ztedp68=M4-C{dRSSEr_Jf!lilR_{6XaA{;@^lv6i-ip$T?`OnxI|`#346Aha+wP@6 zscVY>Nftdd&k?=!mAad;Wpbl(f-8zOQP$w@7Ko%>vZQ_v5ofAGYSKNf{S_-C?j{Se z)gaDpeKFH~xSnlLe&x3ZEFV%{gk(u>pkeY*4SmPQnX!6wYUl3c9=T z5#@Y3&Zas(`WY&9_s&L8N=z(sM`ih%k7^LG!sr-JLA0j6fkIfZ8QYCAvc?c_qBo8} zU65Pk7HjXbjTT)6>woz*H#o#2%Zh|eVxdHnLU3PyOQ@d|pZI?RCZJft77y#(@aMyxCq^lG-jE^BXp-_*zmthmb7 zU4u$9jGE4^Lc3YiRz(UYA?O$aLN-L{0Kb`!TG&HaJ+N&!x+!*Y_!$48sN?uJMrXF1 z=knxab$E2%TzFeNg*8*4zvgbM<~AnyQ2Kr___9rmN-O1iIeOB0{XM#y1>@ z6try0=TB-!JIgeI6haAS85#**WhuFIT#5)GZ}0ux*3)kT^LF6~ZZP6$d>qkh{L{U! zvSYTfW_Sg%)B#BjQ^WftKn0q_Cb8NMlqp|Tz#uUU6HB&2xe>S=h z->^QDwsF~qvFn|jf>{tX$#e>u1-8;?Yw6Flb0Ae|O5$Ay8>;;wM z08x6l=MXctjMAnp+|^Ul%eX8pzHe#clhuyeVV!>6YPIvmW(7`2FAuhP6@a0pG=or(Jwb`Dih0MM9-V|Hv#hnjK{h_j& z1iXs%3c_qTSJmjbgJ8Q0}v{cl(Y62OFa+_@sMSpLqrgmlqv{-xNE#q_DnS zrxS4oq}Z7%S&h!wUQ+pz{%1qf|q7<_Suw4)mnU@E=4X)ZCQDYFg5l*4jC}% z6)-WbtzF4^NJssA<>j|iu-u7Tbee#pQ?78LKPDOX(VC(;C`1hQc<1jgybyDZt_0oU zW{=_7*8SOr{T2-}w!CP&-K!Bb8@3lk<`g^YhTLg4XD)&M z=*qhj_51qmN;Yg(ei$*?DDOk5&#Y2rmA=WfAxB0KN+rion=HdYPu+eEl8b&q zhGhU>4Lo20)Q|#6E|lTc&H6RGv0#9HL7CL<2pFIKOj+ztpH)|Hu~HR19;1a9qC$}o zRS)eQiGp}5Ukh_UoISOEd9`xjDzTaY=?CqzmGVO>eZ}pKL1+`9U&YngDVQ>VyR!e9 z)Lia4$4_PoLY z(-p)V(kB0TR-DRl{BPE4*GYJ+F0ueD}uyVOGo_|wBj3p7&t-?f-X2YVeIva35UwBGg@y6o@na+b8< zk}N_Uingm&iLp1g19RM=L{jyEBlHAT733uJJ^<9Eb4mJUF8Ct&=8!4h)I=21E0OZq znTwUwH28a)KNy{X#Vj!0(IKldHT+|I97F$|=lHZS+91@RURSXk1yxMOjmSC9KzZyN zEu5e4%_Y>TVBTYX3;ow*S!CG&#PXhx6Xmp&z8J@Sxx6Rmdy-!#O-yp0uX8(TCj-kY zn@opU;H5HzIWBeD@{`O}OUMr*0?DpUqsl5K$~o|q#@i|Av0wP(!78`7*vcvn?FsV4 zzz@itLIBJ_fJ)Dhc~zWY^!E&;RELtWU4Luh*QhR2aFy%QpU0z+UrI=Ocx?ou1CPZuCaDIM{1P~rb>aYZB(qf2hW}&ESGV6@(7rLr6 z4*&+jGa?$GcoTg++F*yp%;ydxmO2SssNXH%sWB;4FxUnL3dAIjW8VJ``TY68`k=h2 zcBF-;4dw$8y|m=WVDOQ85T9b*Td~Sn$}pV{4#-hu3y1nZIHAd9Vl=<~c6j)oe^NOw zxfvf-uztbj%`W#e(zlt(lb{2)+sesOP7hEgwwr19NXB_;9(|AziWZI+>k^j%i815O z{A=JDntx0dDqq~US-uSjZQY7XzIg@l;ble?q>hT?QXa^5T^FPZ%ZHJA&IvgcrPPzQ zxcFPMRn-g7Vnr=KSz7DXH-^40dqkPUal;uxclrJoOQ%;P*$;K*o$zlRW#U<0f2*C& z&%E~L+O9W7i*j4+lFEi3I5?Rrq+pT7K1qh)!ptZVvg>FUX;s&1s+BK2t4yu&=tWcx zp7@^INQ1hl6b>$k``DNshLD=DS{leJ=!_HBHJ6tIJ^?T`b2#`@d+82qEW~jN**@f0 z?>0Z0Ua4Aqkd@8S75DT3QyA$U;Nvop()4*be2@KXb4$SZDO-2BH#hd#8gwzEz93&R zcwX4)oyKeJ;mi3l#2bXlVJRMRB!AKbs!YkQIXD^+0NV@ynp&@aH|83Wxq_ruiW8<5#;eW0Kz!m5vO`ou!Z{2QW4i zD$GYV>>_m)lL-dz?jBJpjK342g@4ipQ4{}W%{-U-6)Viz!Iv@k-$U2S+v{9iZDh9e znf777$bz4PRDN!LeyN>(Y(J{fn}O_?HLBsiKRTnN-wBXwwjY3z2waH4yw%KdEGl^h zPGnZs+LxPxg}Jy_xyPlIKTZM*>zD0*5Q6C4rirNCglT4R$yrxdj|!~(0!ga

~#)#>W5xz1I?k@97z%hw_#B*4qXw#AS)qfoId zN|Wm}5m!T&lT?Y7Py>Y3E)Hh19*ul={@ZW?QdQyS+|=PZ^_lB1@pCC@%LPa(1Wd$< z*I9rJoSLb2+A7^{Y&ldA;GFDXkH(r7kO4EnK-d}-o%nBYVbywZa!#_z zVhX#rvLv#LN_`xDI!+Q3vGs)SheDq@`f+LgmUbohRBjIgx{{OOT>k;2$I#A$urArK zuU#gh97(pA26#Bj3klHtO-x^Q+m~&>-fIl4L9otQnnTrkz60E8i>lVV$ze)~Pp_hS zo0r#Gol#m0@IpvQ-OVlB&Mn;SE;u*sJ&+<Jf^a+@+cUYnSp-YV4j?4@tgH`VRj!MYr6$nt*@a1Q!2(So8RYm5i3guXH8dF~o3jMvkrYPwsB znOYh&yqNm|ZRljB7NHFER;poH87Pg|$KAa5<#}BcsSDI@OTIOa1XqfP&$>O?BRULn)3BuA`7ePTG%9G5K@Kbk-qpAMVwX;EJ#&2uFSkz9D!yxGxawZQXDAlkP?2}q!79Vk@p-w zSt88(IGn=J5CXZ->5V_sk7VR~3k_nv>f$vBgu+9xLJF1QkMnSBOXOH{xR1!q0g@*b zE-36P=qXvG40H65j?WU-F3A663AA9HhYAv!4NAaSO~ZAoZ9u0kn8`L=x{j2^qF zkV=)8jQofD=v#`vK4>Rt@L~zc!r-e#KGK1APTFkJZ)T5aBQMsb1f9QrcY9M&%{&*v zN^N>j66wAh3-_+M@GuK;7|>|@NZoDSLj?97!iLC2ho!8!->s-K-7hiSExFeQolfA( zZw?L)5;PQKj6LsA*74C!|EFC|Ukw^^BMuvi#Z|H^ierAz!6#I2%B9n`6%kA(c;mj? zw8VXH#Qutjk)eC^&w21cxP6OSvZWA%UD3Z%N$ONBU)_JA)ODou*BJE#m$_ESrtdd< zK+I56lfRD-0SI8|nLr`d@D9W0LzKT6Xx z0R}n69Inh-L!YX*YzycA{OUh`%yjdsD7$mXm7o6Z?7Hn4Bq8_)m=)KMYtO zEITeqcudxzP@@Z33?P`-Q}vcI1eW&|yE`epO#j+~fsg#l_ZrI+`MtfKI*;nGL0Jt3 zJe2a;t^3=JS;i*Am=}fkMWYHD^FiCY`+@t{OaTWSwnmh2vcabhkj1HEqfq-=fOD6@ z&OQ@3j9o1sL>pSH}ogYY_;Dx_)b3>HyTqzE z;9mb?&MIlbKF#vI0Gnd0?iN7C-piHnHKBmFBK}i!&HG%(wX{gWw^moXymtLsgyk37 zyxYq4$RfI>U^+lDWb-i#Y?Row#WTL zyl|S>Ye|?B1c6q;JI5(yPu>X9CwO~jGZY~1h={2Uva6PU(?njk$iv%L^r!}xBCxL zxbh7%9Kre4pl0gz>qz6N2(u?v1>oN}J#|S~ima}V&fy@gq_4M}4IYm#uO6Dc4b3-4 zp1+}V>L}CW9u5!gSy=^F`v-MmICR>K0>4kIhj&@mT6oRhcbndH+X5p@cF*y8o!d!6 zmzJxoicyK1!TGRi|M8`CT$RtR4^OZ)L&(XDmA*9Y;&s|(l@31_W|q?+;wsv1vlrs)p7a$8z2~^Y1*7&)nLMF1y&E)fffPyJ z&aEan`T117ce^gZO?I=F0cV>j>P*tUH*{@>=M+iDcX!-19FXrl%Z&)+MM~`f2PkaY zPqjF96j6rnFCrCqw0UD5oZ%S zf#U!)!ocRKfiie+E_m(yZZr6}=I-=%ckK3XS%dU&bAIMRAS1NiN#Z|NH$*ihLF&pD z%4p+@4GMiq(#ig1Z>s9p5FZh=I7yq9-~{}njHnT6$vSyEh^|93^R_t=ls~FNS~A z@!-7fT>{&^7|JRAqLAZ&U-Cq-XJcy}5B0F8oZ!n`3_p;rt^`tHMbwW;7%9l22?ROJ zNZX^wsJwfHePNuA)=_n(rW1cFw(OxKi}FAgkM>wXVcouJVB&)9vtF-tOxvfQWuLj za6cRG^Sj*tP;FvRsO6oz)8l`jU6BX-dJJj0c!XF25i-TV?Wdy$&wI?}gH;`LxWY1q zA+`xlKkfdxQ?cI4_o)CVeN4bBm7bA-fsp|y95EdQ)T=|#>|bL-&!c&;-6~EwBh8HU zp6f|{uj9b$HWSROoa6=_%ujf#DttPG2cW8rhU_`l%Dnv7J146+ydiaUQEmb zNGm|ek9_?a5S`WsUCg}Nf5rN^ru=lgOr11=r0sTh;j&ZuMh~7;@@2D;SNW)m6-h1G zqnfP0ojwTYysodWhtG|tc2)43L%C`N{DOnqwr8dT<{P&E{?JkS=2Ve7FxW9V`bkT1 zDiFKCnVykR+W#ufC7_7o_5Ggu-Re^36nl|f3j*V-1{+*+hcY&;)!9w@gCnM*h zX`^@M0$P1eC-eZ%umH6`rV>4T%`?&n@HZM%^Gh!qN-8xs8}~pmbWg!>8l7Zn0Mr_? z0W01{bjiU!;%Jsr^!k3%65om}H1wi;c&-#!+8Ed+!iba?3aO4 zV#)|$FMGC}tE?(#VE%+38xL!qcoiF0bB6;YH^SVN{`)cR8LpHW6Ud3c#3z-N2`zM3xa0aNCiNh|lL6&#Kmavhc}9p1~qIk<#)0;o+dHQgR<)`rrWi=a+b2 z?|EA|L%b8&d33UTayUMs#y1Q+?H8KvXWsd7Z&f@TJmYI+-Mo95*mMeDGw1iJ)rQPl zvi4Ll6_?#R&=C(Z!eKre4+mh_2BdKR$HwB0ku}xRFgC1cJ)eIrE-rt z-9NHM3Cx$Kf=?BDfGV$c7(5Olzjdl-Dvgv4ARRR0d>JtyX9T&#U z!90ket|HU^8YGYnsACsqGxx9~nF7xJi`;&+wMjE3TnCX)&^H0NDd+`oYXsb{uAUqm z;6c`WO^BmgU0ROAW!?6Ns}?)EH~WY8;!)1pB;llC<@#BuK-?WE;tcfBGw;N+ ze(?b(FL^^q0Fp%c$!Ych=17Q+0ta>jcRPI@{PFbShe1_-v>;uA3EN%s+!>8-J;Ixn3{sxO+ViocjFN zP*#KMRhQ?iWjMVe_aD&WE2QBg5b}9fgA*WaBu63e!#N;IWFeDESTa+dPUDZs2?}JA zD8V5iUCJnD7EtK?>@-yp&o6Vk67cJyrRnL+u^9t)yeD7UtM~okKv+sL2j5V3?Hdr7 zNH!-%8-mM%yJoZq-WGoHsPbdSkFO?EGaDS~o8fv0v=f~`R8kr)h(7FClO{W>fu+mW zm~=qPf#GAW2NhL@cz@NYd?rjK-p++wC1ug4wz6e3&BH*GwvN`d#bmZxkGbD=^;wAH zA2sZ^8464R>@s0EC2?c2A^vBd}VK@PDOg(q}U$pvUb|2=c%4KN3fcDn09Sh(G`WA z`{q4-${eF`^WbR=f}JoaJ}wXm-3P%w(7YGmjBc=-^gQk$z1J!uw0i)GHCv836vwAn z$>Ri|Zod&YW2p`q$;z8mfjY>b(5-NTKffF_UOh|*{>r&mi@ihsz5$#WWzC6C`Mh3K?AD>g0 zW`&yG&1T%KDlbHv?8rf;ZC-qBcaYq2c%g<1ONc#^GqHGssxx{?+RCv7pVfsrAJ1gW zJQypTijkvRvVF_;6P9f#;u1vwPO2TfyXVJBNjp$BtF+7+60x5 z94Dx-LVq;A8)dq^Tp3aG3pKr++-{O+`sO?blXICnqacGIBaq)#kp4DN91g14gnm$N zP{>p-+(FPoiaL=ysT zR+!rEdgwZ?ms~}2)m{-u8}vLI6qIwE(X}hliHI=ED)r6tHjbn(9p5ysrB3J#hpvG0 z@^dWNWU*|V7GB~vH93t_g$D$?07Mo-qZ%#^3Q7E?>Xi2UfFnf$$5;Wj>DgI;STX!# z(~`c7f?jkozUSl0iiL%Wd2)9n*Wl6evU!UMmG5Rw3jitbZaZhd?9R_uV+XpqO$r-l zm2#}+o_D-rddH>qz<@t)fLt zOsjNxmYcKpRI(e7f$fE%NF3U^4y7DTJx%R_*~=Na5C1*{S&n_a$UKTpl27}%aAQ5w~7 zhu^JR@=Yn0tD47B{f3PT*==39OZD&<$4P~ zPMTFtQ*4Bv7eyd_%#561pH&(Dim48R@e{5}zTk_)jk8@LKI^y=X5TDeps=#EajM6} z7HB26l4Tv}`=iO@X@TssSUPPLM{M}-9E*J;5KD?>#Ku!>J35Xi{_^$6MUm3Mcs{Ay z)KmoTq|U_pWx=j^u4T6wGcilVw&dT6a;hW(HS)%xN*KZ2vUK4rrGVAUI)G(*exd;j!3q}hwfq}f z9USlZp8YDC`SvAWRT`>&2)j9LR0jU8q_LSy_S%k{t4}KM>I5i6_viPg!S*0rYFmKS zI`6-&H$Ni@)rk7xvCo@49P`iPQ9ESGA)Ee2PFZ4sFGJa3*Hs_L5&T2_f;O&>$Ny$k zQH(yi?>{N;-)t3jRbyb$NfrLnHpMDa*IuCMWcc+MJgZb(pvqyk!D}7|pJ+%W(Bb~9 zMw%nif{L}-XbaMZ0lfhgq+T5qkpeH=o~5OZjt+ZtV{>x=Cf6HK?94QH&O4M8zFt{( z(qASK;pbbA0c1Ysw?0tkCN;YWA=R9AmSyuFz#5@}Q1sCdFx+nS$B+;PpH16*Q8fAC ztzHC3@7OdcTBOMIDgeqN^P=a%?euvYKBxxB*KFEvl`wriwe2~FUNcJ!iJz<@JMutF z-CeAl&j;?`wfIAp=|wy%(DT!|Ck@7WgDWfQVh1a|OphXqmR!FZ@xDoMdi4bUV5R@v z*m)qqJc2G0sx#ZQKO8#fzLB%v=q!~F=;k>~D$)M_{=ThOKu!0v8Fc^N1Tgb-k}$y3 zOE8nGbnD_bQE_6`09{8r$%-V5~y9j>DM;h2wQILOFv?z&34#^cKv-Tg~%(q;lrc2K60C6{< zg;Y(BFvvl{C`|WTUcss!LC7@I*90C|1A$g(52>x%5RHTXKwPmD?~AYswks8hV?OU% zvGH)}klnzMh-{?$_r{2=M%`k(?)EafDbIN)X0yPBYp0pN(0I@V4{GuOQPK{@`4(cE zLo$iAKV$KA1nB!-`Qba8U>jR1o03?fGlS|fE@e9W0kL)|QA?G&)Dz~%Bg4m(D@us- zYV|?)W)an^VXrD|RoG8Q*raDm&M&FEd3^lWB3^7ID~x~flR`Qyko41eeUD>~*(N?_ zEnc0CW1`BI55B4lg|HABS#Qo|12@b->#J-)<=8f`t}#x$SzRbt}|n*YdBVK30xcO;IWgRNMb z9Q!&?-`xcnq{B^`&-a>AHcv+GZ$@I8k>x7%a%RFkpdgdPXHr0~h4=#08q_#y)Y6Eu z+g*$g?>}l?Z-Uh2MiJA5sw7V&l?^5&2Xko&jlTm90l)GXtFq>okvvJ@Ijxw?GpLn< z+xF>UOkd6IOwC-QXG~@al&-qhY3jcYmnvi19-spmQs9`ANbzJSmrTTk)78d7=cdWX zX0P>3ezfWHNnLHcw#%CT;eiP!4GM_>n%Y3%?mBKjMJbWFIovptx#^SSddx?*@3c6~ zQc}P%g`fFqQK)RzC=cG~NdOp7U4cgaw{Ssqn?q@El+i{sB`V3jOmd5@cE$%zb4y<% z+EwSEekU6}ah(7@j8#CVg>oN&ybJUl7xUo9bno2U1bDlUlFc@-!F49s6o0blJ6K?z z#6ad27S88iC=a>9*bp64^k-)-wib2JnD1DWyhjk#$DjiiOM?%r!w51$I(tsr z68PW9-@-t7pxX^ks18fo91LA?<`K>>!qHE+LfC0hNY=qvU6Ia{dOS;AtUtB%CJK0p z`qnH3eeZU(**8Da3r%2u&t!$#a?N^;NQvLZV9M@y^6x!BW;TtBek7&iDN7rZa}pJ( zOTXF^av?0+qjZ`A`g9p`xs58c%KQ(W!AjI|%%IA~@}}Z+oV-K{>8MXv9XeC6U4}@e zk2N)pNSeoWuD{V38Z_oPcd`_Y9lE`K>e70<*ui}lAf@nv=&o}=_V)L&DB^eWzXi}1TgaGGSrFP(n zI68kBpycT7ic`ucrq9pMdOPWTbGF%Uf1uuuiK773F?EjQ;540#+I;RrCPr2H3;p@KJIc zEY5S+q9|&*`z?XIIFi0=|LbsQ{s=~~P}<**zN8qKB+Un{R8{i$F^MA81h-#J)ElJp zQYnvG)}3rjR)u%cWneNq-$+Y{N&J)kEx%@UxU&j4;V|m?TqPu=F2bsMscVkHdW3VW zf!EW=7O)?{;23Dl@6VRFNkPo(VcpB*QH63}SgJrTM=eF8>t|4>z&8qPmbqULVk?== zezQ@1G7+1m72dIUbX3QqOyv`-vBQ=1Ykd-!SZnfOV%8id8Xnn6(yI1IyeayyvbhIL zfo6p#rvWSn3bpOugs7@SyR=?fqpAZ4IKE2E(U3eO2#P99J!=6}dkzv##9XXqXTskL z$XN?L7XTL#OeHyjLY4qz7F#=s1saXk3sf{RZswE zo~9-`z7ImGk5ks*txc$GD&JWN5I;f!lM1m^d6UA*#&3&*(EPLgTKgkiv+Mt~0LE0@ z>|56++$~1DSZ2xUg{!(MPx4y4Nk9skJgqBI;AMJc&4W>BKvTlM`0g8B%MTQ2W0AS( zFBRoZv?;8>6*p*aECLwgu2;TX^4*UFEAZNzdIlc>DA@D+$on7{aVZl%G>v%GSfy=t z!{*Mg%-%dSi^jv$6&9)$xtq90~MGM0xaeOdgVc<%&(~dh{eUp)O)dhW#nb~Yh zCFQKgv}+Gisk=i|CQFK`$c^66jYJ9Cs56QzdV7`aLjw*LPp2ri(@>ABf#36m$o+ak zPv_CTk%@I=yD0g3OE(3QIS8n#$099!Ls7 zWRLPQP?Vf6ova45>PMJig;4aR2hnD7ffjR~vS3@K5_UXn_bUDJ5zc8A0iq+{!vsWD zzn*BXjEXP-?4^V5LT$~^@3r2puHfKbbGf&G6z8u?MTJy(2lKLS6&Onx8Txz-A7r*Y z)WKX}M)ygW%mH;!Lp*&fNaXz@^nJya*9*=$aS6hoXo)0~>JST6v@iDzvpSp_-07vx zd=v(5-V{N0WiR_(UXzoHA{dwnS;)i4i&e)JIN=l>l$Fd{sj_5ttTX!S-BV=beji%* zWjO`~56r3(Ohktp8=Tn2N7r_KdhXhaf@_PZ#bgeKCHRE(R)%1QCESO;QA+i68ts!p zc*3{~4sFH(7wGhXtBv(v7aJUHzCl5I&2&$S0Lrqq>flg#;peTZ^Ky4vjTS2UeS=~t8D2>I>7ti`O-4&poMXh?6@ zT&J?gzyV?7!@1OQo2p};iu)OuY9EL%Cyl6$#0mg3gpbK>x2ZucxHlzI*j<)+RN;fFTJ=vz; zOeo;?mq@zK#JO?0mAB~+Z#TEMRk_cpiZr80yuC_+zIkOt>UL+ZrO7R!&WJa4EK@Os zRdKw2d&uRc$K}6jyR);iH+Kyyucked{fHBewDfH-;$1{0W!V@9(<6i zmzQ-5d!djj0K6Q-CcAEZ{gd^V^xcI841jCyExVJ+>GNh7&(5{_le$e=+T~Hr01CyP zq;gUgT6m>y#jFS^pdm{wJU;f&0tdLZl6C|i_4fiJ!qf6Evz?tqb@b_Lzr_q+&e@}9 zT;sy%imfV@@WX#nTfF)%C`;5~I@g#KD@0A4RT^b(BS6*zdk7j*DK5M%_h1wNU>mW( zmqN^X8t0^`usya=Nv9lcau#0fq|_ zRMAlBCed4T@CoT%)53l4{Z;U#>HSLn&0$64`9k3K>B9Z(g2k##J5f#;bH_sz>4xM3 znze9ep_8$ia;t@JsiO+2Mg-!jT97HBjt4LbTnJq0!{t|!xw3@(uTI{BS`vJ@Ix`^| zPy)G)NgWKpGWUb>$BlD|eLG#dJk}oE>_1+K!NmBrh|mX*y(>AsKWV$QVIPU7!x*)2 zk$T}cDzrf8*V;kt`0C$jdLh5pBPZGRjtLNl|_vvfyb!#I3!%zyE zlpY-FIC+8rF}ep)xyQbF>Rx3A=`KQ;@JAg!y5JlwmDt5h8t|xr!ke$@WG~xG;dP%< zIv#e^wB?m-+k2ieb-Mew`5ppdN+H#lx*?RKw|ACxsWX>NmDam=?-m2~c_@c3vqcgp zQOY5Y#`XdC&E#B@Z)R16FUo|os@GR`jf0P^sGlNj)4vP^D6gqr|8|Yzq^5GIcm_h= z;SR201F@p_|D0UAA0$^%eMABaD>%Pe9#!Btpl+w9FrIqpH2z05eeHO9XF!7z;7SyY z5`eQ>B_yOJBqVmP&u-5b+I+9QT=$ljcP=+K@9yGYbh57VbE2X?N2}xP`BG;c5{ZW1 z&Ngt9=XwqMgR+-Bvo5EB_ZOqRBYDzHKuGF+LX${T+RLW>&O1!-2bVkhW*u+8^SEDm zOmG(VlGnuYU|asRBf|*`{i~a!pB&ef+@F|i zmRZ_CtLo|=PpU%NHR>on&6t|;!LZ< zEiWJI!F}6DZCE{(pswCDx3`2|IYu3i+D1@N9bd8;(iCNtj>|M`AU%ml_OA(LkAQ%ii$e<- zRP4vnPcMT%lZcTO;1TJF@Ft|4Am|`=+@}1R4k=6JEGbTHWwP`YW{eA1Sa1{`-_#}` zgOm9-mT-YE>96QJ|2PvWrwZ(Scp6&^9gzmc25M#F3@78P48&((w_GP`o7Vj|UChK) zXeC;uFX$Pv#NuSo2M;v@*_A&kFCkYOQ#uS6K_(Q6IYO!cIQBI#B>m&5O7Tg724lpj zC&lUp94;`Y)lif|(_LFR7w8}Y9~A#;t<-8*`g-7zBLTJA7qbG#lr>u) zwje=kqG0?2c&a|r66sQ~Pvn}Q6l3|j`;Hj>@vSD6=dA7TF8#s~KRFHlMoo>*D>1SnMXv&WPsNirc4W`8>j?Cb+p z;pYTI3dn}w&A5^K7Sr32FE1BId)Mk%qMaN#3y@BR5=oR*^|j#>qtmRT$aTAo6c#q>&%_EA<_8m$u0h7PH-Vgk|l#+H#hYO$V!C( zRveNF{t4_=3@U|D(~b@L!df5Rik|h5P>5v@%hC)-U*z`f zjiuE_8RQ^NAWr+|kHJsyuN03!qH7F);|}>y+8|fdD?KdkTeru*)h+++C-hbqOgjn} zpi_Px1m;5+5_)wsucW*WwEybN8{~;e4yfiaFfyHA2eL&J^(r`(jf=r2H{Wr*0x`!j zFfr}#lA_TVj7?1U%?#RM4-rXqGQ#UJh(bwO(Co4FL3$ zaP)+uu)q6V@j{#-CqUK$<7p{z#tC07nzcDS*-^0vhIZuab^|lId8S5PnybEy7SLEZ z`Ah+Tu9=gQqhd1-9eEG7(j=F&oP~6AY=UFnf={l)+e!C=-$@UmFnRv*TFAoB*q@|)$={w+b8ly3A`)Fm%dKBG;l)`J!$SoYS;rw1Ci=$ur+A42y% zoD8QC7HLjtwb(wh_9a|X>vF8sPRay|DfJvgAcC+Ef!1lq)G;}NGNfg!TZm253-@o6 zTqRl() zZdKoS>JI4W2oBTVMB?QAZ6v~r*vyj!!!uyeaN)p|C6 z``Ss9y3j3g@$kNHb8PpuLwDg_B{EA~)m{asUK=74`BYnIHl* zY(<`<>ji$FT36Wj{vZ!3^#Bl;rfLh3>2Z=~B(!m(Qd2_~+pz}92ZLV`$STojfn2La zNltDKof5(L@#9LTel6DtjPpM{-*A@D(Y)8BmY>1;&N-o^DgW)$VkA@V9W#3I-i6ZH z$}hNJjnU)$_*@*W-rF9*QDSJIV>RCAC2Tl^8SJ(P$_U-gWvDbg$$9Vf|Iu{b@l^i* z8$V{=pPT9bD#Tuy|34GJuhc7dcK>3R$QN0DcrLKO6(OCJs;<1pLleMi9AzH$ugaV zb`bKlj};;R7I`G{2xjxgf!trh&wCu|H-g9iT-YF4-DmJyVTG=JAz41oZ6I?(S}djgzj+XWe^k#ue9l z?OzHko)M=2$Zo~Xd*6G{7ycbuVn;V{B-@b7ozAT(?;6CGfI;g!d&+OCXdm2TGdYW` zi;}uDcc4dfYKxyLvbc_zS|xILq?i1PlhyP$>-8 z(l=|-0_jvS{CQvUm92=xC!;;cUj1u^GnG|o)wl-c?$zY$Z)Fa!J8uQQ<{gFk_odDM zvT0Kxx_x5ze=vS}v>U8^D~#@@;AfW7Y{rl8-1FLN(L~<@Zv=^dFI;z?rXRICJnhf+6;q>F(vT>pefvABM2=3XQKH4wOk`Kw3i|t$smWu6dy!H z2L!yJsbuSN22$IqT^0)n|{vt z&x!Sgg@1oEE}^8cEz^PnN4ZRGdC@7hf5-SGG(Dcz1iq%Tu=%%XEYO;O7YH$fT~|LO z3&BxyeAlU@ytV0z@8jAn@E`B#opfsPTC^6pdS^rHzQwdWDVW!2ruue+zE1RSOZ)b1Ug&_25+vgLZi6#h(#L=Wl-^{eaht;K@cSjFzn3Q|N^uU09`yr6MFD`Bqp$ejGTwHA_ z&Q$S5?g2IQv^)_$TWu;?{Q`CLPoF+EYa_>~67!()sU<==J?z zm3ia3#bV=%BaJhku&5xPkYmTXZX2^nQOPdZ{2}@LG}CryilV{ck*+2yp3Pr8AG-H^ zlQHZT%1gmOjTwD(czLiJ5vs~g3Z(%R_`_b4GDYf!jPF6wrOjTV)`W(@J{5zP|5F5P z0y?bwo*;A1Z5G`*kN&A)(};dq_!Vf^(X#b$C=wIBzoP>Gh5dwb@3u4#d@ALH#<^P{ z%yMoxo5~xl0v2xFLSXRTbP1Jjd)3rHEv4W+r>GJR49_uRyx`epfKV@%QswnvN8gR& zj)kKzc8)HNCHLZKB;Boo1wMR`(Bia^4}M6Hb7lW8T$gTorIRokXbmJpPGdCZ)tc$U3nigMt%#Qu=p!`s5uHm&}r(nR`Kry*+s9H;V>U)s)h*1W$D(Tyga50Ise8Yl!u#Xer^fcq@ZBCK`OBqv zCfIn`eYIr@=&+hDwS!m7g|y{lBmQjq-r`{vcWzW!D#Zsw$wyH^3Y?JuCcz2!WA zfO|xHe^}C3=_oOtk8SRNjPn3}8yy{uAeg{fV3c;;Nqukoe-@bL2-H9JkOz{Gh18mg zw=$Mn8$6F~O zvwc$QWA3B)3L~L1EgwFr6-3s);~=$;vyrJe?H4^QFzTC2qkC0Qr^S`~+&cEJcq9LP zFgLqF6+8aN$I3?c^%(x;09jS2e0ffcI~oo7sMzs-PT$1RtLDZWwY&Ms3w+i~>2%+n zu~2Oc%md3I1(Nbkbhwpx^Lg)Q!@R)A%g)nJ3&(54mxCxRX@m0AwO+rlt>a`)#rFh_ z;s;sKbV{booWOo|QUU*$hOeq4{9`pK=peW_m_qw`c%hBZb74}uaDW*Dol5E@ml+pWN!7rFKiN%ajmuCS(9Gp z<*)9Gr(G9m8bt-gIQRCVqKm=kLx32!{xGl939Uv}v?P7C14CfKa3VCcf5#__3dGxb z?Xj2TBY<1noFI{V6|})blMLKU7MaRkzH4;)VXf}SV1XJMMjutOe9c~9zhe_N8#$uK zvn?1Z!w}c(m7dO6aJcwoP!5(UJ)o$m70Y{vgz-(kX*H<{o_5NoJ=!fUDgwC0Y)Y=G z;P@>ep)Q`9sjW$mz<_`<%s+M8jqAJH8RvVhwwAJ4atROxP*81CWRYTCY<6)pp_wJ)gJSBU;Sjii& z`2_Vw@#Om<>O#-vGh+&)zpuTX>0K4Sb>a?|U-YLr`_>j;arvv`)6rxw1?Wl3RN)AT z(f6IkLa<_PV6&-(=w^4iRmr;uveo`?`7h&5h1JM0P!aHx@k*^Z2_WKTW zSA47zq0-i-RR|ouO@x9_&$mX9?f-eGp2t~qq@G}OVrEhA&oxqv##x>J048)`(fzdZ z)zQCBz_~!jN6CjF8W;D>Xhi-SYZiC(lzDAcVEf>1)?}F6?F`|uA&(&?8v7W10=yqj z1^UQqGGpNgoo6wt6vX)T5hj)C9fzM0y;yb8CZOcf7tAIW3PxEZo$gtDRjF{bVmc{n zQ!iL!U_cf8QP!C8%V`BEE1fiyo5~A@l45ry%>iW%5+{RT<#KhrFMONlwww{ROh$LH zD{_|oUZF7%;vbjoY;D~L>Tu6n4>cAx8vkn--CZ@?UOO@}%;6dyzPfDp#06OFnZi-; zbh+GF9c_Tj&0xDbC!Y1rn%3WcYAAfYywNz5#=nxOZ8-1NL742^l^8_>G!ZVUrEjT# z2IdJ*%UpS=*K_G)j5G|~NNoSlM|)a4YVrweln^vTT(=L`P~6X`N64p1Cz|$gNbbLP z=Nx$bc)5eoD;S4}eUr~?yOt;b@Wa$)-Ecxa9=E}r+5afSEMU)8$t z&9`A!FOgHIA2*bT2@0&SLV8S9w_^AUwLH& zP}`Y>?U!J(!fB*X?U1czEnUauUM+@|A0(@I1Wd0lh*|zf{cQ0f>2fpe558A5%l`Uv zpBrH)tPb~qcac-WgQ~csWxqCx(m|OPU8XUK?x8H>83VYTjZR#5*lM4P`ssG`Ay=SH z7|8FnVEB1oTo$@%TSd>Fh8wI-YAwf&`kQ`Kh(smb;=$VUu2y}_4(|rhl+WxMPnyD4_UPFXXX5GV~2E{ z;0}yq+-W+j@m0+f38`*dms{}2^*NVLtQ`X=-vVLe4s;9G07tS!UiJ*iV#rT@jyr-+ za z(oEYTXx%yOLBwjt#fA@X=9`Lo03MZn>AxOoQps8vSb6JfeLJ5zdxW z#pB^J24n6@US;wnHS${rdCUyhuSbzc^S)QS$?+g!bs*Br%*;rL4A6+{Uv*#hBmt)2 zu;pi@oWZr(r_td6v4e6v{76g&RU_T*p4U)?!OTEmqp$DY2)!+20HIGfQjEC_s$8sX6sCE2NJx6vgoMye~vmj8*Ml|8Gjrop0I>LI&%MMskNxq6zMIJ z{wk0F!ToJsmos*OBT;FiXu2;Q&#WUo@zg?P&!DpiF0a2g+aG{UXWQx!Fre$Xr@89c zUZD?-;~Y6oGkS@(3*#qkOYrKT-uQ)|1nLOT(n$t)_22r#>h)tdu|}MJrT^~*Sb-9C zMJpNPJ~SV~h)<>#7C9whl`RT;H}$rwBvLl~4hM(6A_I|*nJ=Wk2ME&yUI$U}B9xi%RRercMM@N&1=JZH1exS)@Fhp0M* zEnKAtR&&ybN|kp)|HscjVIxZg`=>t9%9%4-<7c0N@o{6mWk@-ToVF1lSSpYR*`^n* zCQ#cYu=L>T$3#+ocw8mYgYIh;zT$YZGuEOqt4I49Rs9dRw#JL2&Q*3JE4(bb20fFh zVabAT2>~b2JCER__{S_1pf6^PmVCYf2_NYW2;G8QEHAXjgJfyxA#W-J&;oO>E2j=Bd>L+$nWj!a>mho z6ME=BM7%!!fhb4~g7V)KR_um;iC-Z6>qkUQ;GE~!w;^U9nVM*5-202lImQL>xgg1yy&6houb+ep^ir#Dr4fIn;mr%h;>R3 zgL>qeN8XpaS*cR!xyk@XafuLCosUOW2X}EbIBv!yEpUtJ9US0<7o+cKy;7uzWyd`p z|B7f%H=v8bd$6UhIY?)WC&W`UeSPh3N2C4jpW|I4G*E&u+YC1-bNf5)-kpU29%P}W zz_dH+HnAC`Hgfe!ojYfx6RV!?rq|TXKUmr$+)Lmy?J;|Ze;P#wEQr%CSpvRhIY#52 z^7-$fK#;XYI*FF{&%^V_>{KAB*AIZAyOJs40bt?-=nr*K2ZOcd2Fy%-j`-~ClC;Vy zn6Nlickt7OX<$Qd#-6BPT)WtzXeqvK&$?HPn=}fw}G6N$g!vVl^7{7fWjs!$L=&##ogC7EhrbpwOZkUU!Zo?2!OVb ztx%CsQ4%;+HMQ*kt7$4g)_nSOx99wH^-omYlrv`7h1^~%A8IpoaIriZ(e*W@z*mAw zLqmlL>mz$x7>~hB1|eLDTY*TIKxTBLQQ zxFzt2CAHVyqNe~AG$%GT;m`zUofqG4QN?cm)SGi@x&AMQI0MMn-{i->^c=(&b6))2 zJ+r-Ru?zXmllOHv^T^j zARD3p-_rBRuxoK~T2*xBo)BEVbFF!3iSr>y*1nIa~&^K>HvnjdOo zmuo&XFQ)u{_xO+=^;I#$(h*;poJ5-xuW7qQtb8*WXnivqFoAx);nAwV?lY`5;#lBc zmOLBR0bG2R{Bk(``Jdra?YuE?i<&E1)APIkjEi zmwab=mn-6)`}ZnpJL9p#->jSdud%zQM&mxiheu3r?FM`O+AO4Dg;^A&f_n&avmBBp zFSco*TF5% zo|;gTBZ@VO{yt^yA~Xmr9X}m}oiCj30{+M`LrD&NHWB?uL7EbDv}clHW*vPx`}BNn zoG%*a);P5_7xHoImQbd@=rs0>YuYJiXG=#Ga0((FDksptn_U z_k%hAV!%d<=rf%Igc=dpv}fCcm&boL|1N)`HM3r5jlxz9ME~o))P)|qYMidxvtKOp zM9z~HSHD?=2ZbdTSUtE4JoMkib)Icbh0X6QTmbNt#k0PtXF~6JK`C|b4`*B&UmKHv z0%fCd#q{v`T0)MD(?n*Xo5J=JRQ6+Jj+vQeb25t&ICK-2`>S1DLxTxe=G|?5TRqc; zZ1Ngpw-tYAIZbTH#;bO``fQ*D^_B;YEb?~;{T7+zk(th+EmLb~6c(sk0~)cfC-U)? zdE}i${8=H7w0L#&lP5jeD(M}?Au|I+w|7K1C9!!(;&JQ8-sROA0!BuAg{Gcpp@0Z( zbvB2J3R0kfqfq<&;&bU4j(;4(PbTGSd1+#J8Is~ni&V@7?eYDob8e4*hQ2KK#VE^3 z@P*9M_r2<9O|RB1oQeyzNb|jY+*OxWTLm+i{$2E+;{(&1KF*dCx+*)8a9E~CJM~ce z+p|s=9=IH18@}leORTk| zt0$*+)xNW3ef&DmobPa*x~MV*l)SI)c_Vuu_kPW0ocl8ou1czkj|y&W>s@1i+^jT| z&5_eJzP+X2R@PRkfw>SqawoK}PWsab*W1lL2 z_gUxr7j+V0Iu&$L+F5qAO7a@)W;6JQRPNCa+Iqwt(VmoQP5by@#Jhu|>^(m%ef820F=Fn;?a-(U^yJi=e_06Wd zL?eq2Y0qhocmVCx_T;x~^a?3@SyCClI%N~BW-IY@L6r`>F>{aw_?5}Tw4;Sn<6y-f zvs`DyrlT}b>`{j zpP>ISDTKDY8ll4#kqWIeo@0-hF1L9uh)*xphg3$8jvTI?-XqqGLOrj50%U=xB}>%q ze1}j1G(W8E39hpUQJ%TI7QrYSm=|nZWNyn6h|Yw23w{nxF(+CiiO-}Z5v21qxGJmslxjSZ8Cn4*^Vdqp6z~Vv#(Cyk;|GJ6=>fvGX z#Yj}s7|}vw?^f;#lEnPTLK&y#`q&d)IRMDhJ6b(?Uh49pkn1?e} zP4ILq5Y8WzG3M8}Mvf>vOdOeS9VM5h0>fE9l9jsTU{JE_??MMqIei%)y~lG|*iHUb zVY~SD20Mz5!m*Nqit61*mW*Wfwj2u)LAtl4FG3}%&+5*GE}?1hF{NKZOl1vZ#1=bq zCx;x`)_s>kW5174@`kCeJr@dTV@?F4k_Dp*oLD^^t+{SzN(rDFq|#SyDy(bv8@&Cr z6YU=;-mnvM)(1l;;j(rNq^4TYR_-CrYoOs-dS>A@;txa%(E=N2!-|391xf5QnzI9{ zBf>X~j}zdrXk~DdbaQr~s3mAAr{k>OMmknX*V6EZw^U^spBqQ%*t+{k$GsOmWJh3Y zI|UO4=71|AilhlLC9P3w&CQ>O)4t0fiWq6*=62%P@5JPHvmKwH0tv12*$|H=KK%*C z-jm22`NUDLcb7J==ZYiM0y9E#P=Ei!4~kI)59dF27tns6T z4nwF>N1=Di?y0)#g8X+I#D}j?${%>{I)9M>Ncc1{zw`;7h|GC-mkkeS^@^JX>Y*#A zKvZs-usQ0YbUs~tQF&o^A5HTJI|;G_7jWO|7}9euq|szOjx+6JZ<_p)o_wbCFrqtL zT0z0mHGdo^X50u+j_={%o1&Vd>f*b8Q3xJtss~1)4BJ2>G+vFBC`Jq81tjb8!ntIN0Vm>F&Pk8TDe zKxST5iScVljTLDq0nRU1C;t&U_U9Urkp+#*lXz->b64ciafxoDKLnaRyJUn+G-}Y|I)M-S%ElV zI31x7`p?^J$Q%k@otugOf!y+3q}bhYb=Do_Wex>xTyp9B<{qN>b$~_E?k=);M97?d zs)eS;rxCXiJp&u~4}h_uK<@25D;bMsapwmjYcHt2dk=C7;{Ho&3z7w~dzHPMeNoNI z7S;7c-fQi&Ys{n5sxJmBmG(L*;dZgr6@kQ;&0ZC|i&xL@hxA}uG>-MU51FQ;_k-)K zRVYDInan&GmPDH(265S+VU&F=1@3JmlKMZscB%XXE`oqi68i?%8fPQCdt)bK(1mXXA@G?jCc^}vd(utJlMF7k!=>>B*@`;V?<3VysZ z%GqO51{6IV{U@1X4KNd~(@Pf zJ{cx1_e~9fy3)$GT~taPl~gPa=;}#u3;}^ewOn(#uT^v332li7&zmNS)e~8y`ZxvL zz-8{7dcvA0`~ej$h(CMU$lxpE_jhSs8^1++VrUfRv3BTK(NB+m{5cpeGkl>~ht&S7 zOefu3Q&sNH4Ii->RP<*qyyt=s99~R-I4pN4J$?uTA)!une(A-2W|e`hT=7mqEFPf# zo3uuAZ4JZ^i0+v*namRDf2Z%VtpZc@+r9`p8_hZ)`<^XnNe!4IYs&`qftIs&Kv>=E zeO>>*vLbzbh_=B?z#-ggKne1;w8K!E!U(sS*l%F`K<{*sj$7^h4F{`2Ok^?3x+!~h zQ!U0LJ%BLGP%33yc;aa$L8!6~JqZ=JL#A`;Rv{ z0YpuMuoQw&+lhzfto?>pi?ZcfMfM)tkOh7BQaZ;dEJN#Nk>reS%{D+Q#)VhHgTEC@rE}mC;c?tudW4-S015!~Rd^|c_;2;H*?>QqG<)SZzf=GY zPB>kZ*Fl7I@Szbhr*nTm6jQ(EpvmE1V+5O?oZavk?@@b(kJHGjM(%hCm!9>?Ka+~nS&8bFS*RYadW3W3$ zpRS&GzZ$dGS?-?FAXWwA%F^{MA_1P8>PeWvb4*Zs;pvfj$|p#IPb*BQ^zlvS99K<9 zfbuQJZ@@5w{oi6B&{_pny0rrw^qkvBp;Y}NXWvE?`TC73R!=n%n9!o9OgX>^GPivM zj8~KLTa$TyMW6ezdJn@oZ-9(|HxhzDh|>F`kNKmbcfv-?bSXgG8 z6?GW(wOb86**=Y8PcVM|edujXJzB=RS^2L9(4EYIbD`~y^OBE2!(lCZpJ+Hikhn*E zGl=$`_D6{geeJK?A06KRsRibx5x1yRG8utb%d-b!6(!`6EwgGs-h5oL>#TAsxZQyM zW(T&X9e=ZeO^B8@Ax6+LlZw~w1E;Yjk}ts{jWEHVz)bPkO}4u9I}zsf4pDuwFJ{|< zkkJyPHbV2|zJpMu+Er3dP>ILs{*b+PdmnRY}aB@07wRrg$Vz0X3b?J5G%v(55<^*Rgc^L(n!S)((55V@oH<#OUO%#olSi4d;X=;^9l^JK#)Vt@2jkq)_ zfj*l~Y#&&Wm&TT3F7#u+f4@2+rfA{QXyTjuRh=?xi5UVBQw?M5RBc9 zj!soN3K4o~g20hNV|h%<0H2*OKx*4+PmlMh9)svOpHD0{xpR6kz<+8fitc|n;!z6= zaOY$KA&Zy=ioiLkYd(^z1=sPTQsz{ajvB%oQ^2~j~D1_rLJyE9#Tc6?T$elUBvVyoI3eL3tu z(#BE2fB)19W489=uI=$hl5Nz<8n73b^teI2FvO(*R4&lO+ZWt*CApri*7MDt(Bo8q z^)ZMYo5`Z^^)XCXIKRB!;*0NZy1J=Nd9y<8KYsPEB-c;F9UW>sXHrwIVuvnzy0}o! zOgEZY1hZ$SHO}@vUD!!+Gv4A&h9eM@5%Q@(#A!vqc%T6TZ#%RQodvwxK*V#)%nY%5 zUN1*vc>yysx}Mk*p&os@-J*1Tc&EiZPj=g{&xOo^eDUdz`l>2}R<6@yv+3OfUF;~( zcRK$*s?fB4t_Fv(5Ec4+9Elj0g$c81+J{G><#KjBCplL8HYPouC2MX>1xiq5VA(+! zgz`>-ocklCKa?>#415`9vi4djL~LvgAO!H89Ag-gB?Hb~eC%RRsfyyZaWbA1B_M zC+)~e$w|phrJ7#DW0uwwSC@mTUf!7L&pKt|DK0cKQt3LGv+8MW%r)oWpqIUW6xt?2HzRX}~rn%`zYMR9@pv{M`84n1(1e>1^Z zJv96q$@R}bO{>u{r9(8C6_RNRgY5k+snRdYMr|f;K6poxdxsX37$3`Xocmb>aQU8;IUFU~ z{q7MS27|Y$;k;) zUIdv$$VXxRgpdN^hcOsCN~-^?f;J8p5d424HKe{?TOGKj9aQ+zP!#1i&HkeyuiFy0 z{}8G1Ti_MWU74K$;@f7Wd>*Sh0^D2(&CrwvsPcSm$ph3jZB)x_?|T!Nq2N}#ye^j) z^bQuF9EuIn#$Q~O>^d&gIJu5%La<~O6%>fE4U$u@YUw}ykk;g#t#_yV4UzWk9L zl!LGrdOs5v8>;Kxul#1*s^a|n?<8z|_n=Ao+-4U@JV%I3I}X`>4;Bzi4S5&+9lCj{ zE@;;>^gxR0MM=G-@-+~6nc%g0+69OCEEqgW7aM7~uzTS=-3^rJ8H|@rZ4Ht9=c`at zwPt37SCYEe%tyCrVgSSJ?F_XM6*ZMkUvl|qn5cspg6Z~L1?JZO*n+nRUg4zS!p_c4 zv5~_sj#Iq17?XUtGj#bCqR&?~E>?wHE0U6u-0Li-R+e702kt;%_OM_DU5 zl`xxv1b_q5Ad@m;o`re3qK{I0N5DTnu`621yQg_@>y}An+ro#7Q@cflMi-+R7hj%< zsWEf!@{~iPHY=ixKbzF05GW^`(lTun>Te1^F}TnCol1b(NNlxcQh862zu8O%tyM0k zp!-G`!NsYE#{kpr(7woqfWEXPK4Q78gH_Cpl3tVLEeD1H=RCp5EAsoV0lSxMjY98c zfXojrH%Ilby^V7Kc@He5?igPl&j*JG@4R>iyx7!uF`ZeOHx*?V&IG$`3;^jZV1I=OsQ2P0%g&V2Ktm3{yN&tNE-tY^ESFyLhg+{M?JER{B z@8f>`s99Xv!hNh6pE{SkVX^`0ldA`nxaT!zdsjREu0#$t=CiaF1lwpe6nCXMnG0$h zQ2KqPlF)|ygAbHKe^prw1EDlkNqT|L9*`r4CFTK^f^WWj|6G2GF$*XF>*0Dl`RBELM7$hq}nxxSsYU3|Tpn!{So$Nfb{jbZ`Y|TlABjbo|P^X9u z&?--S6id*d$#q@-W~NVGd(L{dwAe^gSLKb6;xBVs6rvlpT6a_*dMoT6?#!YjS?Q_n zzu?t@-`TwDJo>UGr-OfPn^E+xLsWr=mxKI~fg{2RvW>7<7Z6{ zyfw#o;u5jQlcqNXj2GlN)8Fw@0?BXwR=)?Kq+`RG1{6<5efJK&_&suwF*`Cp_sjdbmdiMD<8*xbf&1EN zRP{8V=dg|fe(7PIH~uY*H=NsmO5yJAI>Jq@xz2EfL4U3OZOaxbvI7z`S%t|a0cHy& zzMuG(1&Kii#XO+bWz^~S8C|XI;_gA11(#49uq9yaO4E(^)dJI%Y211^*Y)$Klh0~j z+NfI|&fWB8g49GGS(U2f^BQjMS09BKAA^{L%3pJ*2>cDpUYP_))6KLu2??fDAU5pP z=fYV2YL*VAr%{6BKbuOBAVQ6}Nwekx5@Eg|fTOY&d7tPv&y* zn@v^K-a~QV-0%p)*c%{rZP#_?gxJPb5N*gEZP7I_%~%Hy*|zPX#h%XgtqB#^{6RntJzu^27&!nJ z3Z=7WjWLy)XyvUT4p36i%<&URzCUC`yIze9i0#_UPR8&=9ZQqdHdEUr#3_WInYNEr z$vok@Ht<;sW;;=&uViqh$k<9fxp^>rw=t-WjajCj{JusMcc!~~Vs3kWMy540>--bX zbMtY;$;JoQvRmN;ONi)5|k*kc2EMr=_KBoc`9YW4XQFx9(Cs{a*R%b*-u@`i~_=!~*FSYkzUI zXeOIqySEn0a9X^K&S|VKOx|s1snLV}%KUdfhC&)h*L=vjZ(uz&(As=|J*X+rT4A*h zNE!etypLiH%G&Hk?m~b}WXRs}-ku46(A2*)-TltsuI`SGLDl7ON>E>8CFZ5{@@ecR zm7{i40*m%XPz?ciC!)9?ISe59y{YV5X19aF@Q7K$ZT^y4ls1aagsn)Tk@;H;E&B%Pp zcl)9~O?786b_Vc<9bUVrK8jvjk}L2RUYp)S-&@#eikDIZx;4cjfstW2q+-?-0P?54 z|31U5st&3M?U0FX+x={cj`e+xa`i8CJ<0m=@K^i7j~V)v@3Ho319*yoSJw6ZebiHUrul3EOnb4MVv}aV(S=<(G`0_m>x^I+;oKe?MN8^xXD-SU!&HuFkK)%XW>mm<>n$mQ1M zewN0$K_;pDcv2Fe^7AO&G~@n415_cRWpESgM3-!~>{@w+{~eR4978k7d5?5~n;3se zA-C{QLsWOMz;npl{GU(D?`pSnvC^*}V4+TV4=cvAK4F1?ss}-d&7wLrHS@oh?v5+a zQp_;PANRL2{K)E>4E?83H>;dyyR_pcE1n@a67c2c=C+}P@lDl;h`oNHVxNb)_7mGd zN{;S1NEBP@vqyLR`{Jcuz!{T10f(TSro15+6?g7iw;uJiLV)3N1+ayTkn$}pIgKF4 zp*Gi&{*%qy7mT>V+ywvdnn0}CZ%Xd7@J0iDJAr0#R|J?>eu2@_QnSsrnpt=D>hfk0-jShTd0J(X^Ty;7T_iy1N1i zij~a>;tI=M&g1mHCHR2x!tW4H3GES+FXf%O0jqWx z3H!O(`{9Y0nGwDc-%hpl#gyeL4IDmPwnw=mXhjoeNW*%AAjck=xu%+ajg;E-?nB$2 z>fLz7Gs(+?OXTd2kky@3XPjHwo4<|I$4lf2vWu)L$A(N+LAa*=+ppPUiHyS|0Ob|! zinLi%0)<#TL2X&6U{Mc4=;d(Vj?Vvt_yq(+1j#F^@Ni)(#w#Cf9d|M15MfH1>U>l& zetjTj#b6v#$nLYDsN3UeI_5%HVm(gwlTQE5qBa$&K5y0FbEeBZJ*_>l!K6=bw!%gl zWCsCPpAyLmoZ+iLGJ)aHsw3pcMZBPy8PXn4sFhhMB9`3B7}3R=0vBRE@VIqp+&ql} zZU;{f#+;r*{FKIR{8Vd$de0isi;Q#K@?b$z_UtMfv74BCBV;S{R|pZwl#_@e+@@{R znQhbP&25KF-(jG1@!v%f&ttRmU%_4EnXN_lX3HTL!vT;OH4Lo@czOU|(t9XcI=K%E z2m2zg&}a#b8!Vk}BOoW+X*RR2??>H^qx2D*i-yaL{8ZK{0h=b&tUnrd7(YO9M6Zol zI!&-|XZ~%r+^bSo%4K8rI2?&?TW4T#3fE4%=jXI0<(J>$Z9AeOQ7A*0Qob>{^v91G ztZFv9Bp>q45-Zq|aW6d_Fb^5-J>3 zovDom3`RLaZ1z7}jILh;vP*@=uOVEXg$YfyH?G6MvBr6tG4L7ByS@OyS4Ndf{^Q%( zZF)ZLC7)0k@N$B6yYU?g$vuLc#(93R^=!vF-R?R*AGG(ge>JL`Coyw0(Uuuu0&^YT zyklgE&#Bsq*UKnX?CNR>4habf2oS(UY(8Uqy0chPtqKpu7q6d;o_2FG4i6jCa&2v$ zd+%PJJ-n@ui@6Ktx-XY-xwa8!`Fg;; zZptQd`%{Mc`{vHoh93BUclD>3zo+Mg_-)xj0L?TU%AZbQ!1`=L>or^TWbTm5IIy5S zs*}qfl1f=8p9ClaP?)K$?Zs9)5PA$zz2>*uIQ{$Y-zIstCih@quqr6HMpIFd+Uo!i z>w%G{B5QMV&r`iP*I6mwD6L1<`nRX8KUHm2RZvTFYAGa+u7}??(G+^6Tg))y&k!N7 zPZdkp!$BOBABvidxZHyYU!P;~xHbXvrIaZ56`$XE(Y`Jpzmb=`#HAlNXph&~R^-80 z`#R8qH1@2E!zyO480Hr0(-`6!#Qags*gH3LeESui-6$E@tO6s0BqTDKF-rrq{hP0W zpKaAT9H9&3ynyvq`(^vr7#0TzHQV3n?R**rBtG2R(ZbBEdb;4j7q!<9hIxwBL(d9Z z7Slf^1N7g;AAai!4*$iRygX&$7%g~WjFFz;{liXJnihOdgiC?xKR}?uEU_t4TPIZU z1~xxna$#OHvhIDK?+{`V?rt-Np^v-PfEVQ|FT)3xs#nw~lY7JcrQfi;-}YhrU!`uw zF$t|+ZjD?54WN;t-f~PM!z)rV`ZHFuN*>*{8YjnCnUOL{kO_ELEkkOV`i)S0f5A1A+kY#@BY3N9>s z#qk%6i;pTW?xmU3Q8x7Z3ar^Sr+nV!`Cn^x1E_6AY-|__> zKVm=^+rH{};AY-p#9{?QRTZqUNeob0(4!KZL9;SP4Yx^v>mh&07+^XJuFhFZz^t`` z%!!(dPh16AKfo!EFW=A||N8gmnlC%wPp%tJYMbGCFAeLaJ@5Q@|5b0?AjcV*2S5YU zg{}`jv3We~4Cw3{oCS>C2l%Jwdr2A=i*tK`-+yD*Y{&d1ZTg&?Q*1s$;ZO30 zSz68c{-C6!gl?K{1bKZ(7i$k0?{!elcXqGBNThs}4kVXC_Z`%WQIGUYCp-wHQUPP) zdSJin)tH8IZ?o93;L!rKTz2eU%#%kJ0U1*P+Md6p;9xLjWMbM~JS~%` zc4<6moVMiw-Y<=)6q=`Vt#8s6e$4qyS0F@vZtZ1qI6{xBVp8vG}0bnX>s! zh9uYCH^4*tN$4S9`jmkW zY&sN4+zd67#9oKx-n#9U4F_`n5IxFRL5bqf+rD4F4F=}cFu2wb`br4;VE;Jb)pAGt zwfpSP0R85H^%TZb?^CV}I1Y3zr07e;O_16xhJCT4E73B=SMKMK3Z#D}kGo8FXmMNz zY)%+NHEN`HI>^A`&4l2+h()%KNoI;s?wuvp`M+eI=nZV(E_PT(Nr_jZ(}?&WQNu^V zYXQnBPP{RU4{76=1(K;=#89L#7_hT4L_Q?OwfjlRIK-9`<4kpHNG3hWGZVV`UrGAB z)ol9LmKhSh#Pk-qR<$o~OJ60r#pONWE#QdLoh~g9mX%=u;bnB+++l@6WAl*O%WDMA zp;Ygu*C=?@q9QKIw1Bvy)AXqai5>Saus6m-dcxUwQ-`=JJ+0qiTOx{L>$L`zZw}z)rPC`uq ziYa&?dkok&!ahl{n1>89meIWX*5Nm7EeR>DPc}4$@`31?IUJFB3zxqeH$7RXq5xu0 zfU>3K?7X*YWMpBj>gjEbe`D+cQww_$c1`lhJCSg$)+ak-MS%vwKvt^ICs4gu$M+kD z|3?D}D$ATtf5um_ClS8t?XN~i5<5UGGKqxk z*<4DMyd8BqTlYW6g39bvN~v43Wdh_%bFHDq-bkYBRM6o%x$Sgb^?#i}6ia<+qG z`gK-8YL`r;6XM>x*mvha0)k-$%<+j9@6vzmKZsfXYr-(61p`Cc2eQQDr3WaWQZZ(^ zAS^4pf2S(|Hxz$Dg%UG4+jat3fKX|jaSAQO3&UcHsNJ3`e65zwqaPgV*%>8uvpA%h zo9m;tX9!ib!(YY$rfkuJh{Y+hP1*|pe9$q^hjIEpn$A0%>i7TShiocJ9HWd9B0GB} zTV`3uPImU*vg4r4vcsWpC>(nxC-c}xR>(MX?7jW&&+odv{a@Fq-skOpz3%7p@o>mo z{yLl~ba)a0V5sF4ee4=$8iNBSVkt%5Zf@-o03}Hqrk75C@>=9!r0@bwDH4@R*(*Uv zkUwAxVxcWpe=0|K)ASfcRKq;ze(k*aPS)x6p?Kz?`*wad4ds{}dUYBsxm!H#+sP0F9TtkAlw!V0H*E4T+r;@9lX@^*pFADbF;JDeO0}}3;y7w1AcYvkbhoU zTB<31gdAhf`2_RN%_#BYwxNz}O;vKnkX&=7vKf=OwDp%2mjUC66)gwS78-3ueH)!Q zP&Di?P#iz(*9#h3IS0yX%#~vxpVg@dYR=IL<6KS7ob|Y1|Q?l!@6TUt^xzds! z2Wd;Fb!KiiYwON5*9K~>?iUl@>BXtv4VcebE7J^M67bcDdO5fdw@uk(5nMuI zqqm+Msf4`4u7?S$Z)H?zFb{b?ac9wMREv1y@;z_PU`gtC9WtjrRx-)ibeVjW5)~OO z(s=)p$p-8{mLwHq6B7r)Lz!n!U&u!^K6+z-ugMQ%{(z;>CvJTCi0RJSq386hdCc*S zrO4w)%Q5b{T#jnajs!$Q_JuVSj?N+qP|n=#ass_E2!xIR$zcy6N2I@3`tT@?f`PR( zey8hKUQi9HA+037qh|++bDf)-S`$7V(7y8Ep)$!bkv;9XynM#MYz8-GU8zo0r8{oj z=0Fhg8vTkdZs%UkX0%Qa%*DBHW`-egd4>zGUhpCSd1! zcEj7OP}JiIT|BY%`76H=NpTrzSv_^8Z{d5B?4YzEa+gI`rhhjmFc6>S+IEP!**fRo zYqq5`;+SspwI*>fpLdVf%xEn1s4i3{XCT_H^X%wma&#N2X>{u-hErv7ot^9l>HyWU z(PC&3lGELuRF8X+bG`2LgYGB&C?%c-H+ibMQ$6*!jd7^k0g~^8I5b2*A%3dG8qAxx zMf>$v1a$IGf1;6>GUYC~Pr*v9@evM=JEEd1X^=trnU85q+BuY-3{<2y{hr_@GS+sEfXBU8)ew12Du)%KjQa`QuE4E&BbOZSq<8NjVi_)M~(k<+#jOnU$ zQp(_!*L4!Ur_HBKpHM%%1=68z^nZh7#bVJP+mG-(8)|$cpG{e-sZ^WBDa`$>B(o0A zE+)Nvf;@tb_uV{$Wd?WGyaK$u_O};0!IpzVEqOrt3Y^p)7vNu%$5jp63-sDn8&i`& zG{%~!&*|HaS5Hjpz;Lgf3G)x{(jD8+(p}ZhM<2MukCgr3Cvc5;=LKH9!`>7?w? zG!egey#B^bt!S6fLVYqW>xM>_oiQ*dRs;HGlRGmwwJ`sp>tQ!zzDWY&Fx7+iRJjWU z-uOyZPl7hy&YR3))u4wcQDt9M_l9+XXKt*`Y( zmXnuZ_Kx4kcL+QT6I7qP6q2KtkwSNig$*0*; zVLgtY0}i3JMM0F@QF<^Zn-3x;V7uyX@Y;XVC1rSZ#wLP#!{f;IJul_OOulji(OaDr zn0Ep;u}C=s?X2SDlPr1phE&H`=xyYJbJz%A?YRDsBa*GtRfc>ud@l$ zO@81~H#H#srY=x-bwD{Hd{3_`DrN>t_rypMUoTdX6EL}t%A^*Dh>w-UduF^6J6tbx zu%Y6UxtXyR>@@2`3E}-rhK1PIj1>q&TLV&u7)yS)F%opPxsmmcmglE3=j8%}3=0hm zX}}!gZ8o~I3Z8*kyq6>(px*4OGM)Ranp`xowW6;}8>L`Y3|v0Sg=cxeKBCMs06xE* zVeu+E-T1PL-r_$l6xThOkahoiAW7`^2^X&MX_MV+DXRY3l%2F^Jm(aHx}@Rusyi zrlGYBjP=zhP&DDgJIdy1qhC1p_w?)(sw9D12|GAI_R41W+l4?exzg{Fqi-`iAV)=V z21i(_{&F1#vq0$9{{HvvqvZatvN7ks@L$YLGRvoN)};-1cG($o)2^DqD2^y|z~HN+ zNG*0MpC+7=flN-7{?mN+t-sAQX4ij1bb2F=s_sSMI@ANh?f*^HfBCT|Z7rZV+E~GD ztqUat6B1kxU4OeQNqMpB)rSXaO|v&Tsna#NKNbT4kQ?>5av@t}EPEccI@w;NN^mc+ z?;~NueUD1MdI61H+0hIdo>xdm^_+Y2ll`l?GZpgKj1HLs_ii4=gxDKrK~D%t!ctOh zqq|2(3$NBfk6Er(RjwZLluGf>T@1HfSw9osxhUttVnsi`Ph(}Zw}F4Q`8Gty^5kiXZdzq=v`T8+;$i}dFX(K{X;X&nMYDKEjA@m^_iRpB4Ev^q%!9C* ztJ2R=y6e43WNfKA=ufF^5J(4ajxc7CYs6cPY#erVqc93FANKeY+Ay&_Z5vmX|F!SS z#5;1Rjq2qGN=T#OIgD~(dDKL`O6d{eb@(+7bmnMvb;tbvy4U++u*1l{VA0uK_{DOu zZntGX*Lrp6TVd9A39=R;ZTvR#n}8)J%^fTkdmk;%l6Mo4y0^9jBoPOjfm@_(&M25u z4)%1zWRs3Ayvu!l{n}KHmatC)(HuKDM~OVI{RsE;3$x57RVQr>JLMMVIXQn7 z4%d%6B9WC})jiqb*tJL3kB{r;0OifBqu5VJ6bis0j3PWOJ?6NNw#71Oozx{Xp|CbJaF*@HO1vxMK z_QE}FsgsftG11R(!A_6UZF;z*cu2uIW85)#F~H;@9 zEKd6)MUNs5l3_62x`i{Y@ap2SHuX#Abhj1|Kaf#-j4drj->M?w!q`?{Trh#DO)b7T zGQjStQ8yEUq4z|Ce$0k}2KP1lYF_@ns=2MeT(ZvYz2?G{XU;V!(d`Qq>cFJVgU?%n2DMeiK6j<>neT9wd zcj3E!97Q+<2IA~GZL7KKj{$kfW%jprGSTp#wyXB2Z)%00f;gB^yx5tNvT)Mv?FKFw zh;^+$fL(Gkm%2)cp8E71xUZLcdyyTs7o6CX;^vO+op`e@fHoFw~8vfeS>@^ zVLfr%wMpW!>$9fvaR(&dbx5{V``5$&WdSk@;=>YZZ_IpV=CHp*=!yPU%6OerellzB z>d!%wZ(@=*?#tD*#nre5f9P4l+?io@Gt|zQISTN@)ZIav31T(>;>TMZ>xN;2@q8-B z>%H>EyV7;~6cT5HSJPLmM>%3r{B1w#Ds+2wvcR;$uDur}+B+%#Q&(3%Z9Z4eDD_G5 zvPiJBI1k?O10XSSN5pp(R5+E8*w?{EYs8terQUp+XD_9jw10$eme+~wF|hm0qi>tw z6Qkk4;HK5Crzl`qq3n&d*}nddWB3R8N`^9}J=JH$SPq&f!CGD)rfZN?!H6$qKZuo0 z$#B(Wsf6u~fXl>d}ueGNJ@zZ_7(1Qtw>vJdAz0lK=(B_8f4RSVw=`DR-L;WZc2|ITv zaQsy7aGCXMB_>@>hhCUiFJShXDrZ`j{b!DX=N7}D0sYXb>grjSy3B#-t+Od;9P0IV zR-G?|h;R0&Qb&>3pS+Dk>vh!0P59a~%#8ZD;;SnCIm~V-kl|*`-e^^$QeT(v?rGtU z%lBP|4h}wFJg(>s{neq8(t|jRS%6O+kXP6Rc)s^|6V>$1KV z4JSde;u1GH^T$=?*9!Dfg*Q)9hubN^2?Q9mJ`EHP*v9MDh6aM&rJg##eO_dk2dvEx zKTQYE!EC+zGj)l(NkysH0-V3P{@Z=}coC{=eG-n=3C1QSCR+!U{e-c-ZVC;Y`uZ;v z2nVG;mH4{M{%LAG`kRB}E>tpyI66Hhc!Pprr*`a_i5J>V>Of6zTb``-Bj!hlN*V$e z=&#Q^(mc0juNU}3Oy}fBV1Qr!N6@v?M5h!n@C)vfWmh*Egv`q^FwdRs?$w1}HN70- zzj;sQXa+gzCC_bUF~=1b^ns6EF0az{0PG55dlkcN(5Pt~bJapIw9?4kjmA zHH6U&M*sZp-7;L^_3`y(urtmaR|mPC?WMn$5og$`7JQ%*qTtI@vV|EQCnQoZy=EF@ zN3u(Z5vjs1kIhX@zchy6k#%I>fsjN0lXeMEn?c^P0Q79r%a!?^4t5jB=cil*ZlQq| z5;M%XP^&$=ii|TA+>2+ zcKogEfEy6%ySLI{PW(*S%nJfKB-#>p}~`(OUt9kPOG$HS>QtFSrLnc zAyFv{A9)BFj=CEw_)AEB6)Bnqv^XRLOp3lZYaJA4(ta2#-UcOH4&6=3gBDKs)U_Bi zvsLOtqJD5{=W*Hm2|8_d;I7d3Pqube1gQss$aumVPAV!Y(5}Tyh=xV=)P+A zHjq;Am{6a0xyttENxQ7ixvZ}{qTj-ZUg$^ZA+S%_$50ZovSxt7$*+=PtZNw0i!7xe z*GG>f#wvVrO2SSFDB~LsgWF~|%aN50M%A_7-0@muj1AwiRdR9*#;8kau7BjP%6q(E zZMnMK7*51Z@PH`6O5q!i4yAPs)@Ae=gUJenoE4g|=`}Bmjw)jy&_OfYY36z)K=R=c zlB|Gp8RQk3MqNa+B2pHGw2AMdo@%Z2I$hw`R5FBAUdE!``x0t@Zp?5!fjLpabrH0j zsh$|9nd4$x6_sgE`Ze!wLKH-mVbQmEe_TN>@N+s`RYjJ|wLXev%bk5J^DCufxZeweU^eHRCODyq4 zHruO`Nrkue8z53ee{(bMhL&9DHrR}6GoB-)0%u*O_adKUQnDeoWnAr?3IRgg#JTqi zb)P8PJp8s}DYFi#9(CCa9sCxgGwe5)J)!YQdIey&>fu(oybb9V$MaWjb-i8_dRKwy zCTC1^54s)6u-?(p<>J1t}LJjqxOIN5{HaYX> zk59=Q`De3@!|m<&!hg1WaHF5{`?(UPXdQfl{J1{qs6UastF6vZfYZ?Qy6*yV8qO}x zt(Ry#=5{Xi$Qx1Ah%PgO$jvReRJ}x%#VX#SUlS8zwY8$vCk1>wRL_m+V$n~S{BrFK z(-HH3rw|vrReKbFO`t4vj z{@tny@h>-Jk1a(QRjlgknt&zq2|Lp-g;*}CzN%EKmoL@HNbHjmlMtzk!>N=zU@i0C z3uSQD-`wF~p;9h)z*d*`=vLJ9cJT`hR;p{< z2$tj2;mJ4AM1Q$%<%0bz-%|j32k|Alo3g%Sl-vkqw>hz?8YyH;i&IHSC-_A9(`z+S zIVVAUk<_LFm|Cn@IP11_MNQ+?B%q}G0=UK2nG+tU>Tr7}gpk9Et$~$2fkZ$!Dai{m zC~M^M9K1;;Fu2D&*xizy64v-lPyOqYfvWxniN|-JA(lXJ<8E*7aD>^u8n+DNWcRCYkR(rhPf+smSL&M5xPop#HQ@i^WVWP_{3oEr%b~?PwQ=xl zPNVswAfp&#_Tx%|47>+^(@WHI;`Or;(I+}M8^oirCy40q?{o|V-||tq(Si$Om_7%O z$$QS}Z_@Q8X$%QvnyUyKUMwcI8B183Vww{lm(~z!a3fHql~Xf9nDQ>^GKl5Y6l&n$ za;;}=VZn-4g(#OibBMhu+00b5XkJK zo5dj8)%_Szv{GES)Quyd-NSlccfm$+NiR)4J@wwnuC8Ob%gIo$3eJhcqmXT2gI{+M zM1Q#-2hGVqp!!e`6BpZW7w)W%&IJi&VYIZg@3CaRDd)h?VzB|fPS&$u;&d5_a%rEI zO~OpJo@8lqi(sp!mc(g>% z50E3#UXtvQ>J~+NU0sv%ZciHoK3nzQ4!?~-q&lP@2DCg-1C&>PX~auv5_lE3M!^S8 zq#1xYVVOZ2H<|=w7&{#V`LolrHmQ#b-#3z=d2J$Z1sKPKMmqzkQ#QcwjJVUfx;jgl zEdzU~pR_xADs{-bMEG7pOs5rVaG~SiUN*xGEBUXNAk${UeX@BJahk9KDDZ(W zNaetZOL95usS<|K_DEG`F{pJ!hox+utE+3h*ZWU{OarfjgYVLS@9k^pcYlB1f@(iR z8kCG~f~#NfQ`Qt-!q=H@=b!ul?k=K~yZjVN^prKSBo(a8HZMUfAbdEDgaG{B;bGnC zacB}+A+|(256n-X2;EqSau2eFC|yjJ-K%oIsNR?oR(va{B>fDD7rhp&eH>+%$uZ5_?M_ z+so-7@?oEl*qRi18YOBrsm450(e&V>XJ0jTkeQs{V)#yQLI;>lE9hP|e*eBvrKlx| zm$o@_U2pR`a-sc|z;zGQ8faUthJR&cNtsMH=@v>svw4tWK6Oc?zu5O9S4px9QFP^Y zk0Fm=n&~%~KUdAnW04*%&V7b_^J##O?7IyQ1y)iUqnt84|2o^2?2|IyeMJ}Tz)YI^ zOKP@apAZw7`gRL25gCrNDdo05QS0lwVLxvHX7`O~u;FbWZQVWC4`hFKTWuW`Z!&|Dl9Px>}oLIMq7cg^d%jBjaCF{-CC z-}R-`QD^4a`1cL#Xbl)Gx@iAVS0$_0)GRY?Z4G}i^Z>`!v=wWZ2YH*1B8iPqs+8>e z^0?2GTWQtfwzA<+84v%(!Og#V^-DY-HeEw!#!FgX-b6}BrNX=MdfK~K)Y>&J^A~Cz~3Ed$~ zgsD2p+)v7m|NRrL%pWpzY;P0xyO=UMxqC4hcVmWCl+k^?^j{>f3~sa&V_|m6&Z%)s z*Tr`1k+c2mh%s;DRGX67Ka-OVzLFqzT2}gZX^D2Y2DXuNckU=c`MxNLK5d55ntKO> zl!Oe3sy5)oN=t>*OD1O+HQ$nMCBj)9p_4lG{WC?2YW-MM>Z^sgspPsYWW0Xq!p$sCn#EPR`wk<9OfD1^-vvEwz^9 zW8T4ADcYbEbo0;2HT5?imQzl6Q!n30o~?IW>sy$+*kN&f^X9d&4<3E_Yb(?(AYkf^ zXz1l$9;e#wS=&`h-qpEl+fmDwjEwBm?BUc}AE;Fs@z#UCMRRw8pp?|KE^}TI-#r;gBa1nz2utZt5P4cv zbOWa}DP8xTG}*<87x39urrLn5`Wm^bpJ=KcFcfLiXGvx4dF|}{%F9PtL473eK4_2R z-OY4g5$Z`$w*IavQJL-9Ac)>UcM1^dpji<`s45oanj4;r>=+IbJtoXs!CF=Nl%6qU zIV8;9?3CVsH3V&xYljJb>$%d4_BVIKbP7mIN_zB_EK*9UVr^cHB3r?7md@7bP@1~w zjZQ7V@x0X6_cmjZ4eAchA9swl`Y-=iKPH9?vJTepW2aK!^8*pjOdEe?@^?(v6`#|C zBhpq3xMjH+S1>g@yLE7~atQJlIsLX`(_)YG^Q43IoMif5*gQwv8U9i&a+hj!R5+WD zFEMeKor!K#>APyCRmn7_%Hft6@6nR-87Ab#F~QD*gGd&2Hi<&{FL%Oqdl$Ke8S$|D z>{dXwWRRMG$`wRu`~VeGn0^r~OFZ$_9Ov7N<)VHZsC$3iR{gytNva0ujql~(;hPnH zJSDq9%gg$xFaf3d{$=Ce5G7Rz3Bs3nx(C4l>~A$k}KOEXymSp7UH@3YU?H(Kk` z9v+uqy4@twDs7Rj&owP>sB?4nLvzyn4VET*fHyt9OMxd`teHB%dvwDBN-w>tPUcX7UdT>og-mibAc{Z_(b?x+gKZ<6oX z-`!so5yJ)m3<-k@ge%x3qdVC2V1;*1)cZ9|Wzenfn~7jYI11ADLka?63!{Z}@Lj)U zYSshYfXh%7D0$sM=(9VXJc_JOu8@l8OHqfkj}t(6Z)xxrGUp4~r_V4|EfqBRUYc;; zBp~}8`a|ek`>wP@%}XRdt`pUpaqv5oGe3m)!)oo#JWHKVRm18C0>#r zUo?J>VXC|t1HLSsJ*%&TKm*2gOZh{oBjO*g#&nJk*9Azu;=0y$+`$a#6Oa?)>Kt4) zx7EiAXZ%3l9Z{kkaB(TM6;wH~MXy8`*^19s!E>E7mr{hMLuyi#%`!HM{DXZ<3>@tO z_c~ezLr$x;8*?_xDqAyuCP)uHNBYx}NO0o!AIBD)K?`TiaRY~Mi&XYTyft^oWohJPd&%|&lf6Wqe z{ZsFA(b9I-g~hIzxV8{OK%vNqqvy}%fot2&Ls(#N=oKI(DQz#RGEmA((Ch1;2)*%c zG^e3pLoe>YD(BV?;|hR@$^U$N>G=FF*!K#MDHkqGO~H)Q6O^w(Ov4udCD)xJob z60$LW&R3i*D55hVIaoIQTA5oj`6oMh1XtpsbRX|>VbA)~(i>;z2pXxoNq@O!W`6hY zu6JCJ%AI$zU~qdqtLNKmi#}zj>T2P;+5kJqc)gd)Fzy8mHoN8XkiM{-_wdN4lU1Iu zbK$+m4f#Cj0K!xoHSG-4!RG@w5gbc2^wZ{lSH4z(=C6={6M!597pTnzyA1?R5+Ni&ctg$q-YlO5xaaC1b-WsPzy#DMX%# zewAT^9a|c7S=fgbMn@`Mh>8-`p(paT&a31Ys}z0>VYN$PK+RLf6vQ`{j&Xg z3S>HE$dz!DaMhs;yw4*G|KE<#Z)jNlPrX-_v4~2v8Bts7A;0F`baIG*Jq;DBB%Wq0 z{nlU5f1M)k-SZO68la0;`ao}-O8~LEM{nxax*c|#O`0vDeJ_%D$o}K9T9dbr&!)hZ zlCB7&E;JfUEM9KvLqR+9dq;Dja+(JlAP7Edz%^0yOGb+W7b#zZoiehx`6GW~Q`F?T z#c|~CDiERUdQ}mb{}k%?qY!Q!-$z)kq)bFi7^(9Jx*X{?@%B2IylJ1DcOnGBr`tuw z3bBqP_#9hYez3GIt@+}S-+h-z-R4_R9Vf$(fJkZ$a)e*h^z-%)DrOhy;fP50{O1`Q zY(HVvW}A?70>N<6vS@RsVc08E=h+t()EQI3eq?u&o@U9w#nxVrd#jfzxLHsDghnhgXZyggc(tY-+K56S zN+mVv zzu&X7K9TRi2<0vgwJ!vC6oiPz3+LynXQ?Bg<7N$G>iweZrOiWBqDa<3gDQJS(%R;` zG1b!p&V!c$B8-)l$l$B9IWeTqeV2X7St0(K3MA@3w82?hz!k7f&RxaG8BZHkCSZEO z=NgT7zl8>9M$lDP`e5t?Qgh&KurBfB`kK(O4L@ByiZlgN(K&0hnp@?B3PM- z=3Y5-Vzl}sZZH?&a4&jza#8}q`V60KaJ}r){2z~om+IG5?sIqT*$w_{q|46mH%RY7 zPS*v^we1b(fY-99W(xnPS8ME#ZxeV2=MfPZDJiF#MvvuxSU*{Ih@ZyEYGz(_b+9NJYG9*ua9xLk$o4v&zCH)yL1*;hqBUD2wH{eww>atC5qSpMz_o*Sg_2Et;g5nF zQY1>>8u>mv#qCkeqdlj2nLf&Zht~xsyk($=pz(w>sf#IGNaLBP8Hw#CJ}Oetw8yqD|jp&vq>wz9+*ZKb%3HtU#*DdaD0=5QmvU;n@AlI~G0r?jv zK?%V?SHi;UJohE!lhgN~gNC7>1oWJ9s0l_RcTDO+vOq;3g?RR>4L7@L<9-e$GZ zkX=y#kU|tyieZ;Dg>Y9=X#s?R&C*)SNr0!u#Jg|Gp7w zs+V^T<}P4ey?Kglu#r5n)%6!8Un~-XM!9BaMHJTFE~d zQ*0)uEdrQmIB_Y(y17e@T#@{^QDf$=-qpaPt!og0W^cUcB)w?q(*!3}Lse0^#2?mwN1;d4b25J0Ag9a}dXf<;@n>=+J1|)#=ZktZ zUPWbG$fSQoVH^B_2z7G8FHP>{wOk#A&?eQ@(#3aOT>{~VYx7QY>MkJjm|#d-65og4 z&%MV|)<_<1`FrbXv~n|O5$~$~FeRi;BQeAw6JxhmT|El^TyO<9x|W@j3+f%v8z~QR zpFe!X?c?Kncz8tiZgzTl;?&q|B1bF6Q?^084okiKZ{BUGyzs~H-m|~_PfEX*#%1cq zpS%+K)C?lnu&=y*awkipa%a_Yx5KXvEUpd==lp$}QEA#5|0sl!HF}wQ@oQs87d?{< z)>INf%Q?Qd>g7>8?IWL~&TUhQHtZvfj8eX~vkf3X;*^`5x|cu_Y`q^8aQTm?(!LOo zVK9F#TdUh8st0+V-thNBfKi6O~3J-huWW2H8be56fzLK9@3nbA4*CDxIV z{Ya*#VLqJ)Sw0S#_wOiHA`0fPrlLuuzMCJ+=IqSk8f`vOX+eHQV5CTjG|VFLJh{!x z-s!zhTmu*Oy79?0hm^G4;2u-Iy>QlJNcq+ol|`(hS7n8c;=hN`zox^Lmf7x@2-f^P z1CS!Ng*mZB?mzIBkyykufQSC!H!L8yrxyHsTfb98r`BVvzl0C8J{V39zMeUFU?GzkCg*enFrP74k094nsWSGuf<(b1iJs~T zvVzl@Q!9U-Cxj5$g$E{kD!xPy(J$($FQiP?TF!iYs7>D_Wdel9=bOH5pgfota=Q8^ zd28#Zh5woN+>r#K3J$K$KDqU9aUp+t<3`|xIMw2V?*>fBj?B_-Rwi2H*Dgo{E@y`Hl~D4IQVprcZCAfB1KIz<}YGc)X(OE@N#J?EQ!g zgw<9)-V`#6Q0#iuO%3&IhY$%RcK1X&G_fuGFAK03wfyasXk|V*MW@@zv0TaZ=2p_n zlZuWNFdn$4FUNOf8y(08DZPe=Ec|;JQfw0}@fS_~)?MC-+xiKK2)#nkNuPzR`0uNe z!H~<#v#qVI%>dJTv-P@m4NK*7Ymdgi6vO)I*|(Lb4fSnoU*rODWC#?lvdH>oV0xnE z{Qyg?W3vfmx?*sHCn30&a7dR8Jv;~R9;1T!zf0@o6?pMPS^s@53NWobV+>Oit4Tru7hR%(34r;xr5+P<0ZPM zs>VxEEXSiKysvh9QaD*=FIJb9PCOc2@%LKFLIa?@vfU5s4k!0z!bljJBle}OQQrv zu79Pa6$RqyKTJ)Z;~QH;ul{UaTIDXsu9m-0XL2s4r=Oml2E@P${IbX7hEG{(foaJE zUMBRixjViPufj6haGPkMtj^W04_GL!cWwhp+_f-Zmd^g={<@~P!(b$yFaED(s9bEp z+Io=4J*k+=mR)sy{lLI8a2x-WmIvWFD-KQ>>a9~<0Y6ovrD|;9N|dn17!@*E!?ZXcsThifO=?7N z2B-Q|1vh8@7m|swH$Ga!)jBw=lQnKikfPrT$M7Jx`h=DFiQ=6Fiu;pzLyVk=H{efJ zhm2}0%fFX>Q`?7WG{)X&7gSujL9NSryIq{nw|l)es>g^2xLR*8v);}g_kK*=6e-7i zHW=6X^XBh4%ApPM;R2AU`pf8-G8I^xC(Sx+|SUC$6mAg<4P4gP!O=BNoqDpZIbqWNq1PX4s*1(C|LMD99$dRr$fz96aZS=%%QJI3RP1Q&OCJ@ka zr}mOE>u7fz5F^4aiZ`CiOeGI9c^{A){Qb|pRG1*NvQVgmL@994`g)dl8Y33siHTM#JjlSu*$RF;_s4C5zTtAPIJO6CCZh2%W z4Q08vIoIgj#|ABIY^NPb|Wt7Bt{EW-!LW~DS<0I>zeuG_z4 z^b@c!=o7c*Jr+u>Dh065fZ2{WqEa%lU;BC~gRD35E~Z@5SdJKkyT$m{LfrdTTwjBW(g%u+zY{lYz2_KYEs}v4%5b6|)hil_atF2DFGL_V@`Vf=OyunqGnEsk}JU8ors$YY~uZm~L#G z4))O?yPczj15DAaV7$!Wo{x_YdQp(Q_DG*{t)?%@(j@5}7cJiFy(f00%HZo~+7b5& zpG2CjID#e@LR1vJQ*|8cHnkb^88r#U7}6&%Oba2STKh_M7iL{f2#efmf%&`=x2)C`VX0^9(x!|tTM0kSDr#8COI#Ncif zZ;fc{7E_^w$E-+Vz$HvDtdR@p8AkVMv@yLkKR$}*v&$)OM;9a32WxEIeMQUQ>GXc< zrj%?QqbSS*`v@QY8z%2EJnT&>&-T%qq@A&_s?^>w7{GrYrmzpbOT$E|{)nxd0SLRi zRSk#htgQK#=@K2P`m=)baN&nU6mNeN+<|}Ay}23O55MapRabHEwecpU?($blftjgB ze?NiMqhArZoB|Zm7+`RrlKyQK4`l6IPf5P1*G16(%2?c~qb+_3JO-_vm5h`_Md zu=L~EJXM4HDpc}khR5yFV$;A^R1oSIMnlqPURXxSK&oMOyKuI;@;eU32X7hJZ*jh5 zgL%BPA{?$pl8o3)cfp9MhisnW-|tm9Qv26UE4?;#^FVlEXue07b0A(TeAJ(dlt43d zV%KK~Yog96m8{G1yd|zrU-D?aDREGKCAQR3eex=ij0|lgUz^Dt(jYVPLxqXF(4f?% zhEpa+{_bRD=!R4HUZAgBYkmEV_kUUQVePa3`k$;?OT;bwmw-?Uhc`2_Yjr=Tq zgw2|#z}v}t-hjX0>zPEH^!MzjL8Ci6=1u0#S5$nr4D=7CvRr2xz00OILUy+o{G`F< zKoY2pp6;)KTh&}?|Ef^8ZE(dv)Y=?)wCVSs6!&FAYrvT(j(t#A@%%4+>wI<@eu^QB ze-sSsc~_lsrY!**O><|9Ii11Q38jvS_Hgndu}Yw$zM9%F{Av!SFN>e<XeFR zPF(UY`~$mo-Sljmhj`v#S=CO_1j{~4@abyA&CQ@S4Od_?ba8d{#Pn5(pdYIJMROr| zORKozU?tUS@Ryx6!|H3ryg#_g@xXGwA1K3(c;X|P+tQPpuah;@lh|xr!7*ygv^vq+sQk(Pvnz@D7}^UoVwrld+bJjEgz}h-Bb(+%oh1Xfb@hD*r}#Ri#Y8_ z=-;v9PkJN%4K9cq`dob|tb^N<5U0<+hBI|?P8Cwl@?n~#PBxVpLJLG|j=pcAageIR zB=f{-b0gBg+{bgnCG{<yy%>=hJu4G*;CS^HXHAy>0@SNTMa@PwUVN=6K8Y&)$}IlW#FAjB+`Z6=KK=-A>4%qxM(U3QP$WXK3JrX$0?pB8LD!n@}f_6}Xbx zt;mi)o12~5n^*fPatt>}(Z4(L=YW~6SkyqOBu5y%3S#A7icj}PNjnD5UAvF6`H_~Z zmL37S=L;p8=H@LSorFckAAas|Cdr=coXK5)%N&bYzXMwXx~ZwNo3h}Qw(8sH+ImuK zd8xuOGb!_XdUp0~zo&4za)y~I#<0RP_;@=7eAE)kLhs7C29M?5u9K4>(NH|4>j|J% zReJ_`B-=62zY;ZjuM*7K*{Cx$d9`A3adOml1(*SH&?MPYkg}S5Zu;|<8C}!7>u-qSJQ0$ z=-PuGdl8Co*1kQkHm%+}2-eAn;%{Lkd&oJ6z}ZZtEep$0q%3^X^rk^C>dvcJeFU#c zISW4A)kfQi*jC$Bh&k<3Y7x!C8UxMyhzBdQ5Vy@AfaWGrIyDC{e}By@C%&MKC%zO{ z;EQ!%yJi!U!a+okLy5V~HU| zTB4d+XKQFJGW_!XWb1r6d^nV+ACS*)30Hpo0Ak57s-AMM#JGigT4((krhLR9(_LHKjv>W#ySaNJkPc$x z)LZqnwD*VuSETw@$ym|qbvYYJo>8Ecxg&=Ug&FA~U*v5#?!u^qD5Ek2g( zy_AA26xW=VKufpwK+5m?=R`PLzGprhh)>~Qs*sbPAA=(j(Uf722_?Ug(VEEF)zD8i za%^Q2&xjn#3uRS_r1FswxAlMEB@{^HQTR(a(UYI;XR_~RP&Y>Z)L67+E6X?w+`pX)^D*A5;Nb2AB`BUmlrOh`P5s$Pg@kS*N# zhk9guBi-irrD=7BjQhk=g^)1e^vCJB^iZcHml^2c>6OU()rw);$|@srWzECRPD3h- zKOuxWm+^4R8~fvYO^Hv-XxRPwc|sZO5$15uhYBnZM`TX5)LCHe zKI8a4Nd$Ob6)R(uJ3o&AHFR}dARhY|A|;Wh7~;0KqS-r|RKaqcv@>aI_H4B{JDKV@xyL;HAZ~V1UG~pDS4Fv8b0BFE3MDxzSjh4=9cKekfJ0N|Q)pjvL|3_9@ z+LSLtbM*YLVH;KWeA1sY$gRTNKf(Lz_e{o0~qDpg%hcj96gRpnpoO=>7oleDo#LZI$7jo_DyN#)`hGH<`9W z8#G@Z^HcElZ6E#q=#m~(BeK6&fgt9W zUXKr8VVLTHiL{zo^Gek-&i$pvUbKD`V4UtPd3Pf2e5&e8R&h^NbA?l~I>6rrfP+Es z+}z|OI5==o%pLLb6WS{K7DuaT^sPT+zi<4gDRjs0eh^&YV=%ACLHu6THpUs14b}8W-Iw?<&^pysHg5sExi;plY_= zSP?N~4KHz+V%b;Iujf!Tb}H9bf03g7RhfG>^OmFLqxTQEiodYe8SvauV#6_i0ES{i zv+7#)XIPggY^~1^>~Q-6Mel>ep*T6Ef=55!J@ewJnatGKj_9SV!B(7J$H#5Rp->?h zHVNE}Q|3brAQ{ru0yo`iKVPcyN#7&NDIUJ@ImL^{xbTj`^sv05;^!>1^-ODhi`03x zP_{&T;_dC;c6GMlM?`mHc9Xz9IfV0F%5QqWr)$r^e(YVrh-0S4B0Dn8`U#XMiT;nK z^A4x_{r~up9dSe)dqgN%8OJD5$PuE*o>|#@@6Dk?h=a1jvG+_iIY^FVuMUopz4_gr z-*tWaqpN>%73aLqeZOAM=i_nv+V01uh{ur$N_i9Y`3`uIVsn0$qCd&n7V)&k^Tdx3 z?`$g`n?5eFAG^GMlhg8>q|@bap1fF@W#*IldHn+cd?_InB!PhN^C|@rp-J@kXRN)< z4LdbwjsVy9hTdist*yWysHLWvjNs?=wiEUJI+dIMerl>2BSo}u#>TL?e4NJ@C!hw5 z%Doa+Q}*|c$JHgA3IZr0L?7zze|j%7uMqmc(m1#>9@~e4D%j14U5DhrMU_5U-U&CQ zM7w=^!Ker~7!&g_Drr)BYT`@sA-%y;GdycJ;uyR~b^mscDQ8PttLCOEwxtPyT?~x3 zlD9*L$}q*+g@rkefZ@x(ftL5k)Q`RrQj?Q&GjmfyyNNEw^osL?RX-v-N9`r{0!)}+ zAfn9r@&yJGMMetbse10>-mB_-jpcOihoJr`P9{@+PI8Cb58hKChZy!1(Q2!mm|UH- zpM&Dq}Rv@W<@bxU|3-o*S1~rhmHDg97vGOpGE85>YlrtcZ$~v+7-GK8~O=O z_{Zlbdtn#%%0UYDzq|Wf15LQG=9{Tz8AIX6XUakQv*r@n>KGmz7-LNRsQ`8 z*L&`sn=GZZicdLV#HB-Gb5gvpApSrZh;>L8k!kB|xUQzVfbg3HJsh9+lY67}Iz^6n zh!%E=PMq74$HHJ4^$L;5{bk{vc|2#1gudM-Y8hpK3x_s+oiGVy<@^7K7bXS9e5KgC;CIH?WV10Tr=`AqodLdt?lUT;&PhA!`4rkj{pY_t{vCt%@l z%Ph0G^h(Dzr4p-q_t|^CYrpOWO0CvvV7s1{WZXpWg>wsi0y^|KuHjgLLHg=OH+5&u zyy#9S&4&ke;y6)C3mmHM6~0c>S?#_j#P&mkOIJixG)sdB2~EU5V824x1-S0+@4K5b z9h~CJqs)l@*rmmWeeuAq|BZ8M{jwgJ>xL1rjxTo8)*_>2A-Jzh63s#s?17$Qw~kIA zkNy72=k}B0b}1uPXLNK7k1#o^+SD-DLw{L&l4G}wp+-z3^8RbaDf4mRny#I!061>;0ts^!M#h`i4K zSe)_m#aIZ%r0Xl97l+oFb&;=v;k}OaGM_+!7GBs0oM{vgpAQBl83k*e%{7HEi{iV5 zyVFbt$;58+s>7djFd5`o+$t$J6&A@*RyH<4>#?MM{?ryNwG>bib96F*#Qkt~B)#DN zcROTpW0IWOoV~GkMK0jqU~FTDv+zSX<)fg-rmZ|N-SOJiL&|!{XK|d(2(+4kqnS`XE(-oo1 znX8?Dtw*ymva*!lze&|!OCU>+Ub6QvB`pVKVutXKR6=yPu7KoK>|0Z2%A{i+m{v4K5Ne==34g942fWhSl z@yM?CKIpgRytV7E61vuHpWEa%=u!CIQ}fh7@XsCLo0OInobf2z^y0U1iWW%lznf;V zix-c!)ch&+ZYl3$*EJ5N3DL|XrjYs2XU2xYcIc(6X>((h6w$=2d{t9){`El^fb`kf zYN5mFu(qTmqk1I-=*sllo#T{ae=Uh2@?MF_Vo&T#1Nb53+5GvYfKvO+kzFtAqoPls zOQ5H(PKqM5D~s2!b+)Gj+buTg_=&jQ(XotFGhUpEbG?fkkM-C@#eip&-ilOX-t$6+ z;jD)mV{{O>v*7X3Rp%A0V#mkMixN`5Ojyo{my!x54Me4;hDNVJo$({m_#gRvw}fxT zJndl>#-tHgf0GJ>&XaX1_DAX^tZBr{>ur{s$5{GUIh==sWp#%{4 zCcyzMaW!p;9-GP&pa^?K3diN}DRe1mV;cW7iVZ=4w1rF#TzK;Y;zFG;O9q`FVfUES zCOY&BvbKrun{@He6OFA+$Ly>G>p}3tMn4C7d+kgUlt@g948?rZsB7c-Y8bFEd3zr& zPkObTY_7QaczV|Pt(ZQNa#MR~An56J1h-Hd14B{AcOhu}fbSzN(F*!#1?6X{yEB>QiFXO8YL@9kY{k^JiCmL!Ao%5ZnlBV!`zZT%&VxhqM^~$1GFQiOLEh*6 zxpF77M?FiMReVILplXJ!T(DX7nKf^7#vnK|-BfOV2!EreZTZRQc_Fp|bmJ%8W21d^ z0#EywG}r>9+1@qs;+q2Zmw~Mby?c)7Wmn-u*Sg%~b#c8o{lF9P*dmczq3gefn>*Ry z3d*IycLnit&HLxz?ySwPIks(%s+r78@Kptd{pT!@#PYhov{|~v7Ns(W3m9H5eix|n zNpvq2mxp?1Q9}kAsz&9Lf21-(!p&U${jWbalxcGD^}I}(MwJKp}j zzP|pu{?^v_)c)JyhIPz?7|CFj4EyEQ_-o@$?ggR1L+ZXy#j3eXk!5^8wFi^(Jv^N& zf-e3XEZFpYLgw(15kCDZz#+Px27$!5dS|8LPMF4mWIHV?MSu6_re#=R7YPTl7uotMD>9mdamAJko?Xy6-nh$bU> zrud1XFCfyaCgf0){LmII9%xE>cmrLqU+>TEsmN?(`IC?TdRZJ~X-3_#OnhiT%~C=XAg~MT^Bd6eOB?(stk#n@Vab-w7{(R@`&mXUrf5%o(sQx@b=RC4TF7j|G_vmL@+w<0@>rXh2{Un!&Dki^Q z0hy+q|2^RR9$oRtV>0gP17n^z2QSEH%kvS@1?K0MYKv2<{bJX6qar*x2CmVR3l6bF za~@6#pmb*6sbty30mkS{@nE;`S&xY!vp z?lA=Cb`gakQBUq##(ORoS)m&#zeU@W?gX@Jj(2xQ)B+Qu-T2J9--va8OytJeJ%uUVfcKXYGCmWbJ2_CW8mQxDwq zj!dO;N0G|;k`b) zF9L%(eCY+YOo}`nDDFHV0!Xt=bF))BE2#^VNE2q8t5VTq%Y>_uXi9R=!!e?h;3{JR zYA-`A>Emj~R6uzj#BN<1xlilq*!FzrB3%-H#XF|=99`t%CCBXLO$v(dM)nbJhlhw* z+1XK)KIsC7iNN-&jmZa10VaM2;)2Il=W-W9$gn5QOy?tjswCDAvXj(QRGyxPJ-IHZ zuAa049R;$vqj-sUY{pa#6t!CGlhy9NX7({yYv-9X^S;`Uz(q1gU6T6B#fkLl2Su`ux2lBbt$tyexl-T6ZNVTm6b z6AHb*=JRpP7DT*{KN7$=iEft1xQqYsr;PbkCGBCA^h-_5sk$j$XcIJ%ss#1`w8m2V zLAfOAHnx&8rejwUt7=4 zyE!glLlgJT<*7UU$I9h_HT#SZMqLY8eAxbP6ZnIKz8;4nt5Ax>*UHn}udjmSe(Tpv z){fkuAqc)rs5>QJ)0-}&lz#Q2cCXj77SjJM1O1E~SqYEjOUiwi&FRXS2Q{Pn@Dng} zo!KH)$|vHIq6d%#wn$Iyap#`oDlF4e&Tw`j5tBH?wHu})HDs1AWx}hzM(i>zHS7yo zx%C`#4P`#y}&Q#Z=^LS}IDYendN(Ft^KPrVrX@R<@@YM9l zrc>MA=Jv8;mgVGy4Ev*i)BW@1lZDwbhxC5?GWTjf?-$YzFatHOCo&_HKcqYLZ#m;w z;MUI^Xuo6*cwq=~2*IGW$eGJPCZcX z-J2-;>r*+lR-{j=$xV3W)qXK^kb7HD)9zlw>QNKYC4U?|?8aKiLM!BeT=($RGrg4V zt*yYqF{y_#27;+kXJ^TSs+?#ypLEB$>41xaiA*=!bVmn=QE#w8^*KKl(KME-+T78B z5vlOT2p`rkTL>d=Sjm)*fPr1BVE{gyxnh{Lw3m)U_&s zw;CiM)}ELCccC+Cto!`WcnRdi_`%_!WBuIiUx4A3tjOQ+`_G?i%U~(3@b%~2UBbsQ zOb1{%8D?BRw`nN#n<8hmSMFrt>Yv=@5eNgWtt|_vjqUBl0apR-5_%H|zyO9xnu5$U z`7j{c?NfnmdVx!#@J&KzjQ+$Lcit!{P6*bM;B2O8vCmRP@D(*F&+J|X+M&fOzT8mV z@~EH*5K2AztL$%8T|hVeM|Ju)?1^AC_XO$4+l!X2*($VAvdF!iLyw}r{=~|9x$$~- z16sloSUA3BRR2Q{3WPvWl8PT*K6Asob$B@Z67q}r&ac>F9#{6oP`4iOPwuvzxdX$xx=Hw26R~+E}o-)^4We#2!)qE008Vx|2+J%o04o z;!T2o=#={i6Qq;a>lZsgTreuPlAfRj3!!9mdseOBQ2&uYdeQOrTRZY!+(qm<#nBCK z8(y4+<%l~JK}^ktICHrg97+ix76~^A>RoS6lPPsI2QE;VJeb;43bmU$d00c0=|;k$ z%N^U5jo5fi|V{<+$y|eT*G_1`2$rP4`MvW$27PA+A~@pI9jVNt4ga6 z+@oDdRtz_`*kEHL;i6yYwT)Qig0@hq(yVi-`gZG=S=rgl79MDzbBo@=VoxSj^pee% z{jz?~G74b|ZPTrMX4&`Mb6;tz&Z&<5dK<9$Z{V|J^h3FrYq_tCQdJUb zg}B*_@>XeU{CX!%o1% z;2~!xpFkW4d>?OYY#c8)jBP4cE+R8gS#3K#%uAyUV5MNIw6t^CA+N3dYbtJukMcGo zO{iK-EnrR#4lgPm*!zveV!dS_!Qs06DwXgADV$baSFpRs8$G2?HlTnw_wUiWSDOSP zyKlvq1XDq36QnxpdzNNqW~z#xH5|;(KPCb74SS~U#{FyUrNv|}a3(PONKyglUOo4w zfPrOjnz0eym(|E9;4cxT)K|#XGNaqr+Bj_kTjfv=xD4pQ?Sp^)51Tm3Ob^?168TpX zwWCdaZgL2?h2cK|HG)=lk<^u8qZg>(BA|+`$wWn9wfQuxK$_Dh9<$$7L$ z=^pVdXZd2ripie^dS?82Zr^nA<<*`aE9xAYULJGDws{B+i&pQZK7Essb}0=hB@8j3 zo~@}aOI?;x*UDFL<}7tnVir}+7o_G&jI7MeAsj>2dlfoj6vewqHlh=O!$f(p|>`bd=p5J5lwGWqmYT5^blVHX4@8yOp#Cn7TBR|*^B_SVRbknU3 z|1CK0V;N?-{@oFxU`o&7wiPgNn0Zas*qAjKZjI)?le5@T1o=`3GL-zPg7ta0-ni>Q}a4q zfj(1RyP2Xp&UJmF=o@B8(;uJ5zy_hC!S)sG*u;Cuqvspr#R6%&ID*xvwGFf;wzscD!|d`fnp${%{o} z0u;a1lm4zQvzvFiT#V#QG72WP$=-M`MSJ#x1H+lWujVi9Cf&gO(bk#G&3k9BYju#7 znVXv&WYN18HRS&#=XjI)K?rHlz=@OVy?eEIVIeQW*xKyYth1e6qhUhN(gbL9Zfw|J zGy=KU;EEQRx~Gaf^u1^@u@Y57rnExW?9SgXj=~kht-<=|oXB=N6Xd=I84J6422^S5B4(|y+M~*5)!?)ahjW7`&dc14N z9=RX+KmS!g{SZ8D&H4$39J~zG-CGzct}GLjs-XWIb?7&J1A$bGR0vXaSgKx}NgQ!Y z?@j}ZS}7B5>o`-)93axFD?qQGAv>6iW&S z^iss`3=@}cO|IyErXxtv z+6_~T7@bNCQ_x)Q9nPlUpLl!xih#jqR4o4IfRu773^GvgLjOY_N6T*+B8YXSW5kPR znz-ub&9-dwKlvFWMNLLt#LWq9c!(K-=11j-GE^1w0?3b7FxCqju# z#J$YIuD6w~^_@iZJXTuL)JqN>)Su`fSVLU?8sjIX@JEIx2CDJ_$X49Wo7yI+?*e{Vsxic@`Nr^u(O{dLeXyY zrEY()O(d>_9tnmf7sAl*USxlm2r+s@q$KZe^7lxA(pvt3LYTAT%AH9o`I2;)jyrFU z6wcp+gzwSPVBr}x+*p?)qw5Jr?u&s#7?+9WAPn-^A_Yyn34<`lg8+WVod0frA@B|C z0*Q-CotM{l;r(kS{2xCmwn@hVqjpv4o>e}@y@+k_iK_JggL>dG1IOh-@iIg% zU*0BLJSXq?SY_F0Sb)>Wdh~c%>lr68BcxeL{Ed|Hgt$dZ@j#9MKbs7`pc;fSmlJV= zRd=I@4t9Fk&)V1{$m0kg4f9H>XmK}z*zZkcAKwF*nKI#?dtrZ=^@Z1N30`1|?mTNASUc+B3&Uetx-s_L2#N<_n#x3EwXMy;GHoKRdP z|5W1{=Sk}9<>JZOWcRXvdj_PMd*r(ya|l+iLP$6MqAfQ-rG4&d{dL=V>0+n}N-cQ7 zzVdizJCGE6KXvfkubEuCi6m|kNYv-`$br(9vRY9yx)U>JfB$s)Mp557!^@NGD<8cS z>aB;!FlVt=z=mQ8y!V$o!bm~Ss|U2sn#WWG zttd2n^}qJNxdy>8;4IPLYNY*9<>u`it@Jbj6a`Sb0n>>vC3!H9kngTH2bn(E0_y&t z=wMZq0Q2}cs8|hECA&Rhdk3oE|NT|%^7g}?Ce0M<6B{@eGo`ZtXRR)-xEQ(gJ1NT} z;f}cW7>8?46kmSULm3@ysqFiJ{+)P{b$?Ws%F4;f$;f~oOBTDno$l1XrRW=6SdaVRbUC*~ zrwzvyV(XwaSSe*AiR@uQCfGLL9@do8x(18XtZCLm1GRD;+UxIRrU^xY z2ioKJt#9|?F|<95p6E)!r~O+OPQ+%x?|M6Rrz|1Ka9nfB?MsaP5oAY)|L z*`SOxGn$z7<>$8S(#Ih?9t4{)-!rv9dpTC>a!9gjdIU{xeIFw;a`}O*bS&HtA3gHp ze~mkn=eK-LtYAY!M8I&3*oC<6UUTAKQo)B?j~we?(q2O*7JR*Hfp2PPY`vUmKNp-T z%cqOVrBSapRbM^9JV~thjqw5f0nz3bvR28?sY4%v z2&WuD6H$;m+;IHV=9ffA%+B__KgO*~W*8dS!hEz9qcsyGqxtOB+c^zu+xkb07AWC? zzCg#_!%yD_%|@GiUTtTVlW?}UWA^;AaJ&&#ac`@9+w+MZ@TIXb%ITie#w zbh>qb=Z-n+G-K&?5mHOclUxOLh)A4*EIx%(WSX*Yf>Nx(EPLMI%7AYC-76qwdtGwi%c@u@QFr&= z{pZ>r)7~)JwR%vd9jP;i&E}-J@v4YEJ5{V)d45N;D|q^T{RG1VY=Zyx(r9#4ajCuW zGTVlYm=+@Kd#_9M^QX6nAkH2Ex0J!yt-v9*)?c%qd@s?$YC)GT5`Gl*lua`TS)TkC%(jvG8+A;d1m+SzV{VYF6_+UVzZ9rJvv=12+iJ`rtO~>1# zZ+D|d7FRm)#sKY-qe#BfbA15*MNOOV@y%{jrReZLRdj9|xLiL9I(4s}1WG!%ies5m zi`TZSufLaHyq<(L7iDh2+x%oR*g+Jb#r>^E;ZO_Y_8p&^zQGkM85WJGPV%g^4rlMn zztd6~`y{|dDrLaR!s3ho;a@!~A(J-bB3#Iozwt;1!PX5_-3rlSD!Vx_;ez%|Tp zbpQC?Q<)0G0L#c5ZY0PsrB47V zkFaZw#?QzQ5gbLNU;Y5{_ctlhS(u$L$vdUo;^J>!!EH^z;Df5p;TtKUsd(YYgkZeG zIDyBrPTRlhDws{GtL@8?=rLI86n>sa1OY26N7o)*&5sp>Mh({wXTA%o=ZWguS)d8o zdp_)7nTEe@*&%S!E|k_@0bcLa2K_=b7Eup+{I;6|KNn_6S+ja;j7(*U_6T_2A_4H( znHl?f1B)SVF(oKHl=SkxO8AUn5*$a)3-`OsRrL%qUA06?;r=Z@z>srN!gy0?5RDb# zx_CB9K0b@bQltZaFSjLBV$1)cVq9Gr#CuEjV_)d^;^u=j?n z^V-sp%0t5ueEDSX*aukB-!p=C)47G@1n->9w_7D=38A=_gZbbGO5C)s+z)TP;r%;( zO8`PWOg$4%-f~11vElFBAAmnLL+=0fva&A^CXuO@+ity`psGYh3Q=f1%JTkIt)Tv% z6jIeG2vrD{gWO$sHY#O3gQ+aZczBjT&`m~wBVUvO*mT!BM6?4oYLEsffb)XN3kV{1 zn_O6?SPqW6X5dWPy)`Flchvbma<7?=D3`~rxx4y1BP*~++3myd>K?2|fQw6|e)$Am z+h|;S_8NpijEoMq&$&Bc@c3C~VT!La)$=KR{EL|k$coM20AF`mxfh#CtIbYipVGd$ zK%DD?3~faWoK_)R!8EHxoDYmL0KHnbBwQEs_t|@MB&~Vtk($8}gI5Thn!&-DElZS| z0XeY7DIwZw>5(34xy+l$%(>atz>5O@!8P~dYcynQ&t=$$&e9K~YEFg$Ju9gxbHRpLVhbm4^PNnMMcdS`p8q*}h*C zb5+bb{>SM`^)ZY8G;HOqUglKx!E3v9Me7o0a#`g^MGdyV+bw4`bL>dv+uy;{c+?B$ zl#uYQRs>f*hk6wF3j0wjRulnyB44@bsmch%;}a9FK@tg93%<#R_3cA@KmD%uC&8eB ziaLQeDTenO{K=ZdFUilyNG%=h6%-ETGf~@1oNoq&Z^zeS)2fOSx#h(PTTWe2&KO9J z@bf=)tdvn?ClB}i{V}@y}&LPEeXp1bA1F2vUFQMRg z&K1G>(5>}!Z;(>TBTm8Y5A3fO#cY=5Wxl!16TVlkWV3p^CdkO*hq;I~l2!p`(X$G& zrUf0RQ!pZLQ41v20j6{ufMf9$xT)asmx<_0Z5>FF-OW!P&X&stfsjf2MnhAEWDzU$ zio%A;>B3NL{cu%}?E8L?p3MSu!%LZe^O{HNm!AH?y!AS?3R2bxeu2O5i*D$KYhHt_ zF18p7Zf|X&9`KQ4;GKWmQ@!VU=c8^3-?2)DE^l4z_#MxNyz3Qup*H1*C!cf(m?6ui z5lZ{lWnfq2H8(dmGzj-}xon`` zh@yd;9zL{V7%L^*)_pixMIw=>{ zQ*O1N&B&G4Wl#s5i$I_g3)h_wI@%kf!IDwG1kHGZ)FrV6eB|%0-z-(_=}$EY)Rq_r z_2)C|cRL+)!Q>wPp5GaPCcGLmJNx4rXVQNv?Nc!Cq~@q{A?1zdJ~93JqI{q@oU~ltdc6t539HwK0rPN)(9I}wt5G2JQ!;>v^7zM z&M)ta&6SyK6fXTQ3jiXRh;d657;Q3vWlBc3y%K+?XH)k~A_O9Q2bL=jU9D66!-XIf zWGKm)nmRETtQSRo=O80y!0P=ib^E2S%s;N5>j|C_C>6V%z!Nrx)j&)vdg)>U+w}1K zcrMU;JF`0aIH2U$Vc;C+)ht^*HA%Gf7Tb0U@wrR1g;j?FGIEwv=#!mO!LtvZ%XGv z()lx?A`>IO&+~{g~lb^a&0kO`-;nb*2QS#jqgaM(AeAwc2s0^v49vJUyBI0dJ>oK}c z9BQ-*eXfmUoq&9kAx$+7d`csA=w#QC?IjO$l;3t-m8k-eW^xzk8?7ImX<*pY?j)5P z`#0)(y55kd!#V&(!e9#|m^&dCURs=}^ciXg9(}lMVo!R|aj!=07$S0P%}iTc z316}&2|l-{PwRE)XY#cZAl}M+ipkhc()lMy5k2jEmljN2*NJiY(e8?B$M2x4{g>*t zKeyNF0uF}m<-dYOBEEJe-G1If0I^JZUD9nT3<(xfi-4+){c2JqBC_zW)+hL8Rm}*1 z3#X%JaVO`FQj*w~y;T=zxF(E(ztt;a=uWIXECTHGRIWo5_3~`5LuOB!iW{M`KA2C~ zS-+?=GIOy+?yu`i)*i`j9X@ou4h9q*3~?)-%{<{w^;2U>v;)6=Ykkj``$redU_=n8 z(&+G`6C#>`A`=J%!9S4ZQC2opY!8$CL5A^}N*i_d2EiPiTi@Gq_!4qps(iQ&ph{{H z*9SudeCyhgUr)O7JGNH;lU+Q6Nj54=$>k~83ew|IImjcK^)7x+zD9*uyL4uaCzVdy z+Uf6immb>luhrM~h%Zc_5LCPuK5yuZApfLz>xGJ-@Ub)m78FT59`F zeA?BY;{3v%GOsoUb3j!icM>cYqHBGxU??T#v3~P#vo6?J(@N&!sL>`g-nV&%t6Dae zt4G&pLf;N2Et$usX8IZ-ZO5NuPjfG9gUkY+diJ1tV%l>yOq{Ipa#m{E&hUW}Pb$Q; zY1RObQjQQ6;Bj)=#)4Dqgl)R|9a;>?x${}fm)>sHihU9LlM*R{*fL5)9nH&H8#-@| zF4GYQg_|b(M(MJ1(=i4bRwv+~dZP3d+Y?5Umg;@fdMo0}yw7D;Q-SsRgWM{vTgeZa80@BE z^q~ko;fY%XMoa_{Rz`ZrWsy(=#T4DVaX#baLFbk;rC-ZJ8`+(_ms$S!i}r)NM29t8 z&J}~-nwkqsM#1TeU?&T{h?@IqA-cf7r#tun5nP#&@wgT{wJ9+io105(=P^~+qwlc4 zva%vM7hqRD56;MqKL zIWu=*l!8MUw?~ zJDJ97D)??YISOVJNT*RvHN8P80sUOAb=#=P#a0}5EQku_<&3!gWRL&JXNtPVCak2K z>!L^Bet94lp>;rNYXsPu*5GzGbMAP!x|3_IksYwNDe02}dU&$F=Y2Be$qM{Hp`=H* z;#ytNW39IXKEVUePMeS9j^~#*#3;=vj1e)`QCb817RgO#v#oA&HQ)FSJoLnC53#=Z zSlOVHMSM%2+||Zj`}tt|^F)}%P0l=lL4aZ7UjY<2XQfB5!$rQH8YR0SKGmOj6ZmnD zsOD;HnNEo?*=d+OORpx~#n9aO5H352E%M8Q$OmP$;3l?adc42(vV#~?2Y_s|KX9k( zzQQod$gmTC44(yxT(IFfsuqn+`+NKR`jhCRESIg!2RgZ9-+WuI=Y9XW?AgqELpdCp z$98bmIqLi>nV5JMhHq7V@?`rl;%jaHE^?3~#-i-aR2`OpA=K?~$ZL+3om~c}gFo<> z@Y|ljX~i;_v;xK#O4wpZMuUy9M9pA{>1hZI(ZABINT&=maB!x-dXZJs`0-OKPiEyE z|27s%60Lz^hdj#PR1J3L7egEV6YD#e+jR7|ZvL&lbtoJGC1O5eW${wh;3C?Q{H=rs zZyC7noQR`AW&t@Q*)qbTFla>ka_PSP6?cQ54DP2Gk4%M#{s6NDa`f4Rd;sN!^}H+DM*(K*Dd9Mm-)$1I^32E9VcXpv6?|(YQ~;= z`nc=wxv7vi<|xV3XP=+=i-t#zIW@pmp_Tt7X?b?>FyJvl5<>9x5Bo zV(hHFq(odQ*aFRF5_mWB|+Z#YHZ)pB>KcyTBQkk)Z`#o|QWJV&S+V zwltig9=#sG3U@oaUY4tLW9LL;$pP%T?heABODB;Wq= zLkJJ%Or0@hzHN;>ceWXuX4c+rC{V$=16q%}^Yf6AXVa?(Z;et`HaF2)>+9=xLH}In zmO_iq9uw~yvg@6Uk7oexZpF@uijnlXNMxBD><`?R;QlKM;r?yMOE@8jIN^jREb96IPe(XGi0XiCBT`> zvK89ieCFZfB2N}@iW!@l%6NFc_HG8g1n-sAM%zu`Anu*c(C8IdJ6m9T7k-4HCJmDv zuCAI#$#BH2a7E|TOi<+hTU^{--vv~O*X714{G^=(kZ1e~^yV=?_`~I2Omx4kMLk!F z>t5X7C>5Yk=(nmC(O2cSmaOhDg)_$UK7jAJ7dOv~gyzlx^wv&*b4D`}CMqtMy%`vReJ^Pl>lcT{z`Y8xcC zI3rmivZ{p`vBl^!^j0P>9^fUD`iX8|lvUJ`sV<{ZwPX6;pyMZ1Oul@4VMM4EbChX~ z_Aq*_&wP%VMZtEa;FF4^oIS9_IhY0hK!HC(o?<5I-{g9e;NUd~oT2#!h{q_gKaRz! zB-c7*yw1n!gN$Dc)R4cs5tLE84r`&`rQQ7eGVb()4orq5&NiKjBrHcj>WhbwjD_=i ze`=v4x_pt=Cw~MtxRwRK1nBhz6v%ns_t2<3;kQiBYYof^@2VWZB;MrXu|KMr;ii=-lQVo*MM{vi zQCPe$|K4pYYxysGw9$)(?W}FKk%daL)S69WiYJd6g)}Z6Zm*Kc{HVY)KXfOYT9}$^ zy3N)yOzKOSDSe}$D6^hpL$*z}gNCv(=WJ{bP7@2(h73Qy)%0ktuSDNCo3 z;VOW-@l)IX=5xZP35dtc_3ll(kEX=z3%GGu%T{ITna%uBQ$Fe*d zmEC?aUVeFb;y0Yj*Vfu5AOEA<{}GH*on5YnqQ!*Edx1T6DFZVdFKu03R`#9GcXz{< zE)v_wah(xY?SwZ!0K}$}-i05RrVM>2cL@k`GlpPr ztVRZ`^TS#@2uH=a2TPpuQgQEw9i~Y4R2c^2H=!?TyteQ(H3GD z=bj0?_#IuO))Gqo7+ILL^+LO*c_9K25UEA0q9QOGW1YibRbFzAlSLNpnZgsb7XmDrj>P%g|5TE-{GQVX zW^cXfTrFGv`3Lqg=zNTww{_M=EGIc3GKquir!r3F%O8FwplOo*78D zcUK0@%H`PJp(+(M=fxO~l&OtHh#@|i7QJL4t5f4l*4O*eDMG=T=6T^u1+r^9|8BZr zq!_4cf3)mDl10q}qLLz5Co1~(a)9JgxFF{H`v(akc$1P{WLuOtvWrtVhmAuOId-p}P`)Lr$P0)CwwFAy}bli?&d0v;`$qug&~@4xw%ZZkuG|SKexa(W3;0+14chjFQ?{FdwE;@ zmt?`eaU5hA45r4mh5N)`h(4@&jKgt@9L2l4 z;H2f$?sIS*QYBy@hy?>q&pr0Qoj3rO3Yd}_-n$rL;O!4oYnXWzuZ0yGlFg{sehB8d zjtR^zNwOzk^-)L}|29;!h6-H%zx z3>J?4v*`(NOYYL>bzhNelQyZV$>B$p7&tEQ0v{B+^!QmnY=10V%h$t4kumdmPy5BD zoExTK?5l`pt-gW9>BS@CQ2lzuS2%elajr*o7{~4VZ^~nqS|zcIKdqC^Ab3}|4q?{) z+4}ge#l->?^%>oXMt?6&dtFd&fK3*RC9#`(=r++Ux-zkB)1>@#3ks`OA+OcE#(#jrYZc(%2dW`u2@}piBPPf>1d#Wx!+1wGG zY>xV%PuEER*4jGmVkzVE35n#R9MiaYu^ViFP z7E%ke;DCR%-by#Nj)X;PqNp;3uuER|<43Il17%1Hz&a5??3_RU@OJjQ{M(%x)K@jl zM9W7LK~M-K(LzXMCJ=t@$(85RrX$sak;p$QQhwH;OhUzDv%T7pl$m~;Gu+d{c9F~* zcU)$NAe$GBBz=gh@98uOP(@biPEDyRImoRYQTNv_%TI5%?K!;&KFMaub4xD3_@Vqa zLw=mag+|N0A%f=dK1{pV&L;Pq44XPguFxI^mXB>5T>|7bN~9w#&yY-z5BCi|cjjw0 z(Pi_4Y-bf!&Cl6qd`&C|LeiyYKp)|eARHU3`@NUbesug#Ss}W(v`Y5uw0lBP?~Pu{3bQ&ntpaeFHaAbc zZJQ7G!^a9Vx3zr<5C0$yPjB_5Z)| zV=L>3564J|P*N->=v6dEfWrHf_}KHa@-xy7xnR{}B^8v7uQ*+>IU%QvB6&#P0F$ME|DdTt^&( z{ivks&rfo^M-@kAY8&d#>H+?N61TO!)cklU=9j1XsxB>I;PE8p-PQK~JJ|q`y=ySy z>!yBBSn6^vM%4?+B?iqIkbyNg5BxRxmV5h&JdnEziW+BLN?3ap(gO;#vaXo!3@QIY z(AmuThz7H=`XP4=RyiObsFwkFly*Nz_jZVikr2Dnxmyib|$wqYdfcCRKa6dWTf zJPCYswm`5tDuwW*Rc@KeHLDbbe{99J&b*}S1K3_RTTkIksA5)$0>Ze?zRQf+76h>D zE1+S>QIRAQTI?J#p8ZQ;=;7m_)P+S}a`1BtX=F1!fCZgxO`;JUzyF@?g8;jC_PfP- zPPIAQ$ppv2f{B@#;p^1+ZHGm!$bbZNcN z{^d{E?!Mu4fkUfSlQ%=Y6L+Wz1?OBEwcd41;!c2H52r&^fOgkZ)235|S8_m@@7&?r z7;fV&T9anrA(8(kK0=ct=r_8hsq{+Pz6`|tZWO!S+s=tqoW^mfP{jeEHAOko*09WY z^s`yoTaQ;d4hr9f*jJ9}pKWxV2UU~ie&)9j_g(bEx=dTb{IpiMmFS;<-3H}kz?%8; zGfY6#aee{MDHFGfQfsY&AR_$q#K)(xcbPlp?he%e@+C?ElH@_>1KpR2>0k2$ncO|V zBLsJ#KCsNC2!qthGs`he?$pLyGFKyv`(c&Woxfu{pIo$0yDl)RCp3|x2>8Rf)!NQ- zJpLp0n(C*{r!B8;u0~+Ryrvo|9A|rns0mKjc81=I|J@!IxCrk^`C>TTz-P-^bUZ4s zc~rnZ+feakV{gy9-YiN%aEFRoegFml$Dby5ThjY2z8e0@3oV5Z@@Opt?DIV%u6+2> zXH*-m?pz`C;a06#IhedgV(>4UL${^gsJSh?THK8OEN#yW!?pQfd^;xtW@NjxRU`?hA|O4|E%(MQ z{75%vBrsO+9ix_q09SifI2;(`^beW{BXIb`mXVT~VOLHP4LYpP_`ilGj=Y zC_-fwkenN#!e2tQ;UA9TpKD5{D++%E;+e2Y^WFIe#;fgjF|SV6NM;#x%|q`>XNZQm zXtRFxIy(u{n{W8s4A!;Js__3)VZ+!$Sc^^g(?IdeyP&H8XAObd$Nud@Hnjg9lcW@O zjpsbTk$4fYOE}*o)Gt|;0-yZezz8{HZ*6avmXR2YZF5AI4L>a+@ZUdVC)wm-Q-I<_ z@>w44l{l_&kJgr>pYp5&0ifN-cD@1OY-Ef}^XGz{jFPW3o$?RYyxO6GH!Z={taqH6 zjp&Hh+nxkm)`@4LsO`3pxl#{$6QSye@QH@v`ren}c%)%>=ZO~6oU$r!M z4hr&;%^p!HRHz;)kbtjpBsz(}${YQ}3u-BukjkbN;@KfryRP8XaEk;-yDh0P^_9vQ~ak6JOtc_-~-j^e-eW<1ElV1-#FV?k5pS%Kh=;J32w2o|}i){+dBy68|M=0)H{a^+clKqfhuf}I3 zd{1{~c1L!7W$s11=Qy!ycEeCa5{x!g6XTdr9RR38Tbrii#LWr17bUGZzzgxx$pDt` zPn{p3({ETh?(0?mujc)&$jL&d-x2Wv_UN3PJ9hOqzzJ(iIyk$yf@g9t{PGXZHM@iX zbuYY|b>%LNA64e?GxUb;KMzk}bFq*O}{PnUs4M}`Do z9FvIY1qYHuJh$zWSDh^_j0ppyYNN0f)(o*v&LyTMCMmYs^%M~1+boV1#-K86ff{l% zf*N>HQ!=fx4jnF^vhE)JMxr<`NUC*4ItN zjN$MwGafHrUmJB*S@_!s9dyd)JInEU(^K>Frq~9FbVf=NQjuQvJP%%sv@Pd;kf}a~ zJ@q@9;wbG=BCAQkpO1dM zC+de;WgIxM$BgcCFbPGMeoWF0h3Kb7FrX0336+bozPeg=>yriQ24T9PRy5JQ zXj;7WoQK^Y?jaoWfKH%kKsUbseCKvO?696kZsUv1mPm!bc@J35l$eMJNiv5axZ8 zYSsbK1f76y=R#%POt`nsx*Sa&cLj`bQ#?-P(AEXj0r>dTrEe;khWwy88l}$*DQrb7 zQgr%LIU*v|mdcMBm^^QEKlpwCULld;-BrOSWetcziL1-~Ysr|E)z$D4^rVCz@Tm+J zM6dkVPSd&1U8)H0zhRHQf1^-~CrKx)^z!OMC0a1%8S3crY@rP8)IJMUR4>d%>sc=4 z7*|aze)0U)hzSH$!N3Swwi~G?WX_+Wv$|DB&-L$ly}?B?5M>^6o~pCGB|TP@;@S~V z@gf?=Q2b)u1lyo%2!PtwyLPo~5jHptD52`WfCBUxymazoZ5mnk4d*O73C7B_vclE7 zyy1_oep?r67^Y$j_$Am)hYJWHY(p;f)ck~OMV0p<5|WY%wB|{hC64VRJOstx`}&A# zRv=4mhsURTl%?~k15w;v4JPGI^QR=TDw!!(%?ncdagM>)7gd$6_IHAg$7hDLP4)7+ zK%30WZs4hX$myoemy(ZPT5jbmF3kJwzmp3I4)FOWSR;;oWz^sLW>*MQ@^=PY@)fV0 z*OodmCU7Oo49B3iPyCfl=fCbvNVw}x;Z7j$$EiFiG-x7Ukw%Q$wa&YDgAx0^W1SES zX+d=`?3H6;|Kv=w4~cDx@E1H-al|+7_)qr{StSVal{`qOuv6WTXM8wSxu%;*MD1xK zM-C}oXo;g^>Ei_j zqehUK{dlvmFqwurqFteLao@S(RV{W#opfsdtTgH_F=3`))PO?6{HT2+_T{D14~}F%BU7X=-{F-@|MIB(PI1~iG3Lf5`(x`fX*W;!+rZUR8{72fY+w%Ns0uV zJD*!rK}uMIK8IUq)PMghLS$#$`?s(w^PzmbXv4|E^Lw8P2PI3(txpU#zi~3^UtFmR zkNzfzZM&`#@|81GZ5Wp&zXd_+a{F)R4g~+{l}1uU1VG>3`E5zFG7b$BhJP%Lz~e*- zbr&b1)OvXET0-blxqt7i-#A$?kZ%%cYKIEVh(76htdAo=doN>EUrav^G#W@2>t`^= z3#G-2zNodS;EQ2|e7bWt!sab(U;T;#JO!d~(4?V6Q4Y*vB^5}! z=P8nqXNu)#2<-n5<{q1bo2YSgr5Dy{GfS_?al5UtALtb+Xw`yP(Y%{tj1=v6!;tv= zl&Ox}f;YW%?F?Cp*ow)QKLYf<7d3IXh{l*EOP_*6MdpYdlKJ5P$8%3{$&AGX3gYk< zmpBZr9Blx#I_PT0l*CMWn1O6{(AYk1 z(uf}W)t6prSz2r1O%K*9&D7Mqu;>>cM76Yip9Q1V{(J5(SML{}PRI-wa17P(ssXIr zymu|uek{)jmw1@Up#~)^ToxRwVHb!g_~Fuse4C>DM(jhh-e%alyc`!XCLTWk7$1)& zODf_~G~gQR_cG-|n*8&~jVyQLt$sCBg$-mNy@F0=?B4;OcFwzZ18V=^GHz~AE~H@! zXst&y%y9^Z{cOJCe=8CeQ*5J7taf3(O{>Pq_X1~!s zdDy*A;?8lCvul2N>oeOf$~?ROvPM;ojH8!kIs^li(eFO3N7RQ{6f+3M=%*MIWJgNEsf#zaV;4P5qJghSnff;@t~K89u7r0ciL`K%fh zl^^rkp%IJ7+th~rXN&amqQKDEHkG1N&pxDFx6dv$oJ(- z%jkIXG;Zjbg*`*_cr+?MWiRN(oo5bvwhBn{uaY6s!Je<8_Wu4xRl=&1XuUGYZrx^4 zPrRYnmYU;RI?$d}-B3}+O5Ve|kwce><=q@x^lPg;YRz`y^J9)gjfXEovcqVZi^I5Q z>Sx-BM23$)MG@1?W{SLLxx+>%qs)A(*t6>9O0ExWm(yYN2MT{w3zn zhZrdw@Tdo1{w_Qs)a`Pco!-V!7o;d^ScmT8B(IGr_k-mJ9b5}gm$y0zUNcN;XMD0p z-f_^@>CZC#_1We%{*TN5iXyc6Nek(;$SqMw9!`7IjXnv2_tMk6xEoL{8O{_55>`?G zB&hpNuvq0FV!9JnP2l#OV5=@#?QB{~bvb`!Bb+KeJ^Yc0^^*fGX=F?LZ^^BQXXJnW zr5oCvn9eU21C3MGeHMeUA{v>SerDy^M(pZg$G0fGTMeLsh1%vyhvTc0PN|n0cS7d( z&)$Xnx*E9NOCDeAGHx{E-8@5m^@0qoEZdW@L3+i}Uc)=Yr24Ob+U*T6n=lY=|6H*1qqXqqcOHd~3;ey`@Ay=Ck zlXE7E>~n40aQh(8e5l=z6k*UZGtVh?g!Axa``6C6^&<_qnF)g?8|kgk)ayVq`BH9fiI*={7c zpAa7pv8XoiBIX}WRaPVIZeb%0E9@;C_vCH*uq{Q7|K$T{xDxqdp8|8A8ZB#^JdbU=Dm7ofuRt7E^1<#15cN^DB5Ja)3V5rROX}(1_^Tye z6)rr*@Ygv=)t@e1H*?K+Ed$8>RYRc#DHDic397L71T6dBQoiz9gb;WW6o0GK%aq<0 z>4yZ-t^TEDhi@Vpu*ih~o?_YwSd=@VL{h2_KC*26eoSEvHv^ZgVTqb+v(XLyv@+Yy z#m0WC{;k{HZ)!aBoN3K=TwMEq=i#aI^l2Zz6e~<&|KxYa{4AAbyUz-S^|=a z()TGh-jlaNV}RnaP$TUj17WwDjL_)(D82AAb>aQMPPrHG`T3Dl9UpP=+8N$qVZ{$; zkrHx0OQT4l{_SLCu`bsKljerj`ZyxH4@S=WPoTuwwCv&09;1YPA*a@A5jR)Ac~({X zcAogmcaAPcLGdp-WEEUVR@?2Dx}ASv8mG1n##Q%a1&$E2v3}wvtfPL!A9PoqJp%i` z;?Lf#xv2i|U!1f=V3N9HZX=%p|>H5kzs?#&dkdqmc# zhi@X&F?gfqFdCG5=d?YiCeIXR3Uu9tG&ePMNk?mM=dW(yLDmBh8#uZ*)(_ADiyqwiEoR{pJDQ;tktRBmv%~QMWc_?BYm=m!t!p-fM3& zs^TfW><&emO>=INlSQ-lQh`XcJS18tMm4abX%#i)rEz1+w+=Gvps1F^p%~qQCZgBF zwNySBnv|Efe{n-CD@z5}pfPz2;@~pOqx*JX>mum|!pJB70Z63ePjGf>1G{V@hjv*# zd9OswH+)a7!y2u z$bSEJ8dUUfpD=09x|1kNoJzRmq=;h{u#MH$)`D;1cgQMfag3FzLc<$(0XJ+ML>xfR zyhp%8X7YD!M{A&D$JP*(e2qK2pnZMRfktO%gDIa-Uz<6uzfdA3nL``C?EY?S6M5_T zDD^AmJ|VUugg7Rnr84OyX8-Jn_ihAgU={5$olQ~GBdIJzF)tFA!uddObSixM0+byX?2X~s&*#g>D7Fe{x@+sSNw)Zv~rg2D~*fw>4 z0@cu4w@P_7|E`Px>H8fJfGVcJOZ;*4orD2#{fA$7N!il%(-l~g_(ho$Zm^+{o8>y& ze@FZ#MYy;CmEjhgu>#MceP(HN0y7)_->aJj@9X#KV6PTjX%?6^A>1_u*oKqVEhF2C zqmGAST}>AjHBGG{+`fY~UyWL;CZL!+TkxYI{&oho4<+!;_;H;E*+)z6Wr({{x>lY! zSyjh;mxmX9fBC_5QX$JG>9!|ks|CN;wAA$so01*M6tq13k#CL-@5A79Yx%uRgLb^J= z&;iPKl?dr0Uo|t*CHYM_V=-B+#3z+vVvBTHb2DZ^7wx^bcg39fgsKPjkfX)4dB=M( zVyzdXxyN7PBSwPH{tK>!bzH8`R}D#hKDj+!DShBK#`B|-9-<;mJ+kQcz~=*Pe9vkQ zwfmM|4_OmeqK6{o;E)v#9n3yT2&pCg(OzQbafzaQ&%_D78vkMVmq`E z*!%O}`#B$xzZ(1ySxE1zc-NY{ydJxo#cSO&92?kfB%Q&rlOsb&Z%O;7BSi3#8zRsq zIX2iS^>ys@e8MM+#u#+t%rH?aL4Cv!IauO>4J^%0M2jnHGg4INsWP=ja?? zs%j2kQ@#?Qy)06@X<@^wOm+-MrFwK87$~8zRyJiPvNGA-ln#nwc)#3&tVpnsM}nzA z0miFemb|*!=dPwyN$j5A!ayujTYH zIs2SAs{YmR>co|kvT03{HgpV_oMinDKWmpAwRvocW0qmU_)k-qglP+P4_Yn$gf+i0NLoFXyp2k1* z@M{z}YW3^Vtj~z9+ZEaImX^TZD-B9}RrZ)KNkLczH-i2pd0UH%q>wF)LUAnJOn2Qu z!@gS8B8BL?eAta{YH0o(l+QX6pvA8=Cf$$d`q zB4`&{dUo<&5lv_kXxaLN55y09`gDwumM1G>?5Lp2BjQ5V39qX;;UW92xoTRXX%*>Z zChPifDbg@-a-+Yft{&LcvK(Jb95FNdw9eyq`HHYmsH$b9*ltP5RZ=7BETfH_5p0@o zOB~h9wp%KTN!OWDl(3i~&z@9-F<5df2JE-n-)R#dkUQ?-j;}%R6qELnLdvVXOkKqQ z?(wtW8|%HiC(bjuH#3CxzOq(K8F{g{XQ9Mmo*tP0O%JiH8`8&Z4QV%+fa6!IbP^;) zyaKE%ZpW#7$zUG~Xz$+Ia>O>oyS**i@)ZHQGL6Et*w-{)g0EZefZh?0AX%0>zZI7J zbeNt`)zkRK6b|x;&(FP#dC|f z?3~Neo_89c!tj`MIC zaw?88VZs)aws9U>iQBIxkBReU{LSNW{Fw{5f7rdDzz8{t?%bTki!v z4fiA5j_j1makED<#USGUR7uycxc!H&%mhHediZ^MY|pxKFa*{|z;DX?VRFJ*2??dJ;(6Q-A~^B6A%!dKc-!|)-byYC0%;yB9QZ}qFugH!l< z)613AlFHbL^C&p}+*Oqv^_Jl@E^A5UP+P^X3r6h%x0&z#Xvoz{(hR8=o z6gJQs-F!6hD97R#^N|Yg%UAH@K#!u_G_k3l{D3}eu>qb zas)OF${V_B$9CA-Oi9ha%AqJf%HUv{YO9-q&y96~@+PsB4LK0go(o4Sijz*yiUDH> z8ZAW*;u!~rCuLP~*MATFua>$$Zu$w6Qbo!xlJOZ>hkD!#8dDDPbW0ZTHt3;rRim5wD$(i>>Wu*Hw|W0*Mar=ZNxB<( zb9gusE9L^(^6zsg^f^=6wOPzoF{~Jtk`;#0S2M{ zz|G5ptvAAUGR$Lk51n^>WkzcNb@Ifn7kbG}2uU}(x!kOmJ)Cux-T}BjXa;+27|$vM zuqlMC5xS}Wo-mt&JAFu4Jwp23*l>+a*u#6hg5@}=;hOO^2t-D!Upp|+y^1$RaEF#7 zZ8)|5p2qW<-$PvQjt6>69AnyiFLoQVOJ-h*xwfCsu~$wzixYWnD@JFmXHQN}ws5aX z(7k1<*oW z5$z@w64o8Z7@V!?v|85hj(swhH}@t%*;9GVY{uC_z}e1;A$HrWsub1S*1{1BGLv=< z5;8K!VZRO!g`?k2lAQHQ9Q1Z26mZ0-J7fOA9?-a!`!V_g<|@eFpaHuPu}h-!Aa$K- z>cf z?EYC9n)wd1TfaVTYHIyI2(S!DyfGa~vYjy_m=nr^SZuOCtFHi6Z83L&Wc-lM zlc;zUPS5Y*4A5cJHp7TcaTAwXxxWVq%Cz~LOg0$Cp$Lm_h9kx*N?CRFCHLWwC3!F1 zpC!SUhq$s>vWDKm8~rk49y?~~BiZwg&c(1cq|mm}H=k{bQaa~TU3#N*7dqu-ve878 zV;owoG2ezuHR?rCFn1_!)55NM^3HtV(62g zcQ=MIY(}4EL#c~X=vwQBIOT0BYH}d~>DJ9YqYT#N&*!jT*n5sGI zCcy$s)l!BuKB*+(uk_HBPQ_T>;W_#5wpF81QPD-T{WT?ye=ZfC>-Bk0ics8q2CuJh z!0NfNH7Dk@B40kAVmA1$RUpWi&<}Qw9R`q44->Y6E}|t$(Y>7_gK6hK824)UgUF^K z;OCqWSq^he$DY{H{2uRi_?i@hNLz2dCk>2mRUES|0!IK*M$LQq1Ga zS3qG9&h*WjMxXASI9HrtT|1>^vlhPE0rwUt9|MuSDnO_B*Hbvw`TOrd;ea-?B=6Ue zkr6kMK)36ToLX}b*SX}7m6F;%p+Tr;mE2ZN>`E_iWGqhEzi{n55_@c?R;H)xMFg4g zmNn-MV@*_SQkKlstQXRl{COMo^Ypage%Y0qAah(%qH-P?4@tNJjPPCX=|`b&`=CBd zph75*UPR*|OWZpdzqWaoUcvh@b1>OV_4tH@tP)_?Kwyom_vc&1-;G5T0_qe1jrGOS zmky|E!xk16g!?hWBMuUOcWTFm3rNGb$6}9$W4Yt~FFPKb1TMN}r$w)D1Rwuez9%4t zttg$X;qF@5of2hun5mw(IC|LTd%mqaDYD;o#_+nM!OruQ`{SLcle{0G~*-$ro%Gncz{2G{$V~*aG|s!2n&hb8 z%N_x-+FLWMq_1iDcMP3P0vgl)-wVLV-q>m298=?Y%GNQKq9-m6ye~~UAkI1ikv6~C zZheLy8t~tAvpaE!CL){{+0WekoN4|bi%`5Z%ADsl`MQ%1J4_=4&@MBcRKOVvM+ueS7q&u+5eNgRg82B%2W*uo-}bxqC9(`^yF4%T&| zIj=Z%bc<1<7~$@qMf$Jjt^}$RvyjK>oI8s*&m@~5(AgnRJwSDw4VQFt8z($wQ|E0N&}yXWYNsPGrluTwM$v`KlGAA&z3 z-0Z5~q-c@>!_IJQ?36!{!sjS|Hih2K=xMf*2rXE!?Et(=nX&AKA<2Z~q8Co>CI}3Z zwWmOQ0Mg&fi;wdTRg}6fs12Fb(+!~f+>?0rr?>@6C!6 zP>Aw-HDS>oR}n>ZC-0p(BVqykeZ;O8)*5nsH8gYp@CIOdFH5hA-ub-*p$6vZlPNEd zoCj;mkb~NH*H`=3SJ?fw)jFo}Ro09|X6gti2+fKxSLox=Xy#f7L%izh*7Dlcq&@Z} z)=~I@SAfTZB2ST@GGhSZ-^L0{=&#TNAdY6ExX9iUyIO;|B&h=URQn z@RTktgVSth!Af?n$EZTj2(+LAi~rh02#EFk6}(zY*7ENiUvtyJoW!OJXeR6dhfO!k z&^@DLAb}<5;C!=eDo}zEEOEyje!MvG2e~ZPihgEy!_ylCU7 z&qi2QR`yMyZ@rnmS17OhBx!=Ol4osM6wDH+$b@L_%KVe zmuh5J>X#jR^A#b+WSx?zSnri*8_kPS)bg)zYF_HtH#akLEL?p8{B<1jf1fSLY zh6?pv{(rqyKZi%0fL#!SOD(+HlDU3+q~!JoUAMOIlNrREkDxT+H-`0=Tf{OvVO`jl zSyN80Z5X;drTjLx3ImeEyH-26;zaXoh$ZjR3!<2K@I&40mgnC*fGmZMj{hyd0Oth(Z_+71uh4Ugu6l)`Ik(U2O!}7DCf=d0N z)w!~nWWA;pSnaM>Ql-x=4o*G-cuVhJJDi~t7t`K(h7T=Lw9RT6o8IuIr#RinISXD!Nd1a8r`y&o$c zd>a{B{&6JJAEAfVL!&{Q8zrU-TAL>@tg!EE$L$QN#9!Z7UpG)r^FySIS^+YL@KrTt zGOxY?_)Z7)%Tj6C;|s=pcYe~99N82H%YCgeA!Q+yg?vCeiSs>IfN~(+y@C+8UHbaL zsWu~~Rv;25xmsTMB<9MZ3yMR#ppB-S+Ghg)9t?n|fUA^ibm221n(%gdmxB(x9#ICC z0shx^606Ed^vZ9@htclpa0oz+@MeQxOmA;*!C?LCru2@Zs{k;soNSK0yIwd84)OOj zm^vBvG}6<};>bA)?%elV05%L2INN7X^h_1}yLZ{*lM%>G*hd59XXgE)oJ`K><`H0G zoLmqzUI!oaZ4USS+ne*>`nnm*rNweRPIc|jZg6@L1j_hq4fD<}F2N30@LplKpc@S> zkF8;vvYxPtHghAQb>U^I6YyiwMOs3YUXjl>)MFT}Q(fY!!I7z!Luw8f)5U{_<&`)R zDwaUdWqP(Zk2{MR?qiQgjB2Vu>RGRVj8TK04QZTJc(nas~qWdN>g^279^R%T&c{;Qz3&9;-HSd_z)9l||0{_@R!~jaA z&|rp&3e&Y+XH?=R*Ebw*sG#w3#9};OC<1dHXvcHJ(j_&kDH*1r5&C8SK_q1H*k0e| zV=WMEcm{sMkR_YZm^QbM8O5Xg(>rdUxDz3kU2|U-8wr>~3e2kfdy8Jz^Yx!!&o`3> zkMB-w6YU@fn=>=l)qO3oCfzY|`==;!6w=Dn9leNf zPYNfJXeYClN`g)wc#BiA{aRb`1_>;X5xJL)y!HChY$8^M=XL8FrAQ%Sd|o#FSqWDT z!nx(Xc`_mWHwDW0A~(M^pecR7HSpORF%3aq)8-shY9OS0IUyEnDfF2%zCwe12F|x* zy{e!G_kQj**Y3ox5_v9%GfwgqAqYvJ=+LJxA57u{tpo8Cv{a=c!TA->cjcibC zh7%Ylk29ZPos#Cv7q7*nyHKv0K|Xx0*l117f#|(@*iFnwV`J-jC*9kxJCyF=zcb|Q zGO#@ibPgRfi2uNc$54ZTNK)B1eiheeLTV82EU}IGf5pjde7#LWQNw=BtEHBq{sFiNc_4y zu@hyc2;7?T(@poH{k;WR*-KyDIi65*J3W~;=R|Ty3dH7=Uv8Ieq8*F4%4%jS#gVW@ zvqfGzkBS#rr{dW!YZpY~ZYk>N)|yoE3sh~lyjkTSRa8pj;K6^`Pf60-?Y6e`A4sJs zcwS%i25@l!QnjQjHC-7e+jou2!;?&mox4P8UOK&Q*>_y6Ylmc~L3x_$fa+wgqpA3% z!Zm0g7>qsfk0ZySJAC%LmzR%$JTg25o}!E3XSBL$ws0J;0L&iC+bSWa+CR7I85BSf zdI?&_R&Hhf3V+W{cCSdRVXDPtyTx&6!oOY!Q6bbL0?>5XXH9+mV3FgDR(3@mi$%-ygulU`n#{Z~iPN}nYnR~oAK0|Cvk(YQg@-xeTIww0@gbrgU#I1IQ zy`XrsO!eka2HEDbH2~xqo;o}|_3y|~)*giEc}c>Ki#GLjr@m`cEk1~y5RH0ME>^;Q zbM&`^NKC;Kri!|>yyGG&h>>$KZPG3?L7n@`EzE46Rk!40!v2iv{^pbBW**_WxIeJX zIfQq>>nc;*Eq3QdF8BT+9=UAs#5*-gX`oWYnUz2uWr-C_8@y#|X4)2b^5@U##xT9W zg8!eFo^BZ>1WIWoLEx1B`IIfRH=cCjKO@W#|67VcE%@?NU~{3gXtuyG;@fBvkwd`R z(V3_am(56F^NQCnoD}t{z5#u+8~W-k2X_tcFWE?u)@H-1H1TPDxxdR)S1V)J>v#Tk z?+2ZQQ*msTAXWqg5rwl2_hW1BrwD0a8!9GdjcWR(HWD81;uRcyVUs5$j(%b>85~k? z<}sS|?G_&U{$FYdw(!b{dL@Urak#OwrGNk@;o~_X*`+Y)I2UVjHV+*V6H=`&PMh6d zVQei6yrez@NUrhEpO|{8#UK7LomGN-7mC7rBc*I-O_8J=A=^sslk4;|#@(4BL$jdy z0-}gDJXF+g+P5M#Bx~Kc>AkJp#jrXEb1RK~vo@&nHSTMx4Ve$xn7P>^kE_}3*8>ve zU1*dMPV-j|G93w}hKMWmzvbL;dF7QJ9zEC+KoZSN#4be0It-oQP+>0Pn%HA@#ZVz4DGA6NO9Ht4Guk$>km3;RLkG!;3oD!B}`s^zWM;Uc#= z4jd%1P?1rE2R1UyCjsHX0&&UT&Nx;b_#8&w5Eej|z**~r6QwjOZE z$x7wS&%G4KDOA1Vc(XZF@?pD1N>+0F><{}d-e-CCUQ@6NP!^JA8*=6oa#jX%^K#dJ zs$5-MRt4(_)tK!K_s-2=k(i#qafak6uljjA7X(9LAvgc9RlQNFtq?PcMJCW!BC`(e zmzVxo4XT3aSzgXhWd9Z3QW+~F05Ins)?e-41$+DXsL9-a4`vzNB#C9-2d zTMn%SoPRU6>+E$( z+0^#hTEwO{_8z5_-CVuf$t>vtH< zcb0pj1~an1fNHot|91YE0>`Z2sxwgW#T_GtMVN|;H;N+x;QEEG25lq&BBE;ovk|og zgJ4B7yaLK2OnB*IC7~z&vi*i--+M`@z-!LG)(XY9NyZkjQ~)|Z)PNv;;{TB4P9hDz zptlGkr&$(8>+1H`4RCRF{vLQolcY1! z8$~r-0QgG?EUPftDJUK@4?OsLb$OxL;OH+Qo55^g4en}2;C^yP##de*q+84?RwR(+ zCN&YL*OrN=e?VK_Wj7?0_gNN)tznBiuKzV9_d>({_(B=LpIA3xRm|J8HN^ksBJ=>l zDqpHYDc_%=S5NwFJdD5`zI>6ld9LK?=XX9LzUapPqAaH7Lm67P!YQ@P5Gt;^rzP6w{GJH;_#jKO;hW@EN3uo6J_5ySQi*$&-6e4$nJ18EL;P#CY4pbn(d;iPazxJqyjPBuVvD zAq?zHg*?eaP}ry*UXO7iw8{}84qhr%(;^*5_lt6&M7?x{`inNt^Ezi-y4V7d1GYp~ zJPX6;aMLHq-O4Y!8Xp>DXEWf5;Nmng{!ck`(`ZPr%nQ+v@rfG(cgAD@4yNH2lXdRrRe>+TDJ8|4}&*yn4El zb0{v_3%5SsDs~L?@;h$~xw!7Qo~Qb9`04&_IbpTQ?+j3({#m`nRv-7^U^Cq*2a%5J zU)r6ERk%NghhGv3PP}n`X0QQNPHM7Be{8|5i#xkfWm@h#r95*J^E~Ev5teNx6=u1) zrO34+D1)`Fwv>v#_S(C^LnG4anV04Dm%*S6I{0YBkeRD+{0R?`#_M&=WkNd4s{R!# z{2mtQd;woq&b#+f8z{q|=nViv;%ap7HXXPBx*FnPH#0L-Vg|mm>1n^biw-)JuCB6@ ze!9MH*}bSqvnn5VPg=rP4^dx+S2i{_{%qJ)8!=jgMR2RL6CVRkBoAQnOzQ^*R2{SU z>B!`|p+8Pz>+eJYKh3};?=WzdCmjiX*=~@Oc=Sk0QehN)K^Yc&I#fCqD*!!EmHU&l z6xeQ>RDAa6_o#pS)mrUX$N5Hf@@n$3FFC}|@Sd7GXq4P*-7lZUZFw@P3a!2r%f9SB z3vq3oAGM2>h=!ZH#td&6MwQ>lDB2oQ_Y)<<3n!N@~_l77Kbr2}~IShPeM zD!(=RHZ??h@8^cDZheIlpgt?|`x>TsnMP?hB_I%3J>B9sZwHgJ9f{Jyb*rSJk50xF zbw@DJjLG9A@mcTfJut$@Gw(Q#30Bl=!=+ujTcy4RWRr|G&5F*Q;;ZnV31i$auWIMi zm*XfFAK|ZNTjo36Z=ZfNm+EZ7>IIMSt~CJz-?{sE-NKvLGU|+kw(hB~&?DNR?^z>mx9N9LmPmwr(Nk+4P%XKhnJzIzKgF;SvZOGfEb|;V|@8m@(QfZ@*2iV%Nqbh=JR}(v`ROnRtch`>Zsc zS`rol2=1BlpaiKWl+CtWK^alnz&gmy)g{h+Jl9gev~H2AR8;2Lqzv!}% z`LZY8hNu%y>Gkc1m=6zEXBW-;=S;naw?^u$NZjd`SoJTK`SA}c$y`EFF@mK%PmdZEeo8Rhk#ZzXoIrkxiX?TneB)P^--B=qu zdVUHz*xZmdMSRYE{mxmbiRDq@s8krrRz0-1%bvMd*)d1{V|9O6Ekq2{rr`QeiA(dT zP0rQB)vswSj@b>4%p*R+nGxDA=#&k0vAby=7AWZ}5a002lQfi8^4yI;qhT}(P&(T! zvhk;dCvAX?>SWXNhnN&*6j9C{30LDu=Ae|h-q>!@u@lQ)R}L1D{c<=m)V_Lgrj?8Q z<6rN>*ay4V*jd@hj`dj#5s#-C&8Qa}s}Uq6zPxht?1BjlPZ%-AMWTct_nK%;*t^%) zi!s~B3+?Oz+byRuLkxG0FQyxhSV^yrwLoC#-5CA$hKdT(C$q`TDFjtJVt2Hj4$>K$ z^Wg3?cGMQ!83I^6D}AwoH|b+JsYf?G7SHHoi2%URF)k^uaRftY=LMYnGO{l!>9pR) z#*#r2^XMa%o!Y&_tnxNTHjj3_nIaapw%$0Nyli*|SJigkUsj-v1ekUEqw_hVVZu$t zCu2`nen5pHHO~rpfz5277yRqJ6My@vu`HEh#~#=_7L7tdPxmj{uuZjUf(&s^Y>o%VvgOR8E*VvH8itVuu-@MQ5jf=sNggMAwHNs$F zbzDo@TVp~+XX+-W`ia43w_u84nr3q3y&8G1J7gY7&6Z;{vuE4s2P&*`*bJ@tLjObI zsnU~2|22|TB&Gc(V*he%99a+15y0P%XX_AkN>0TyrZf9<3E1M zD!XJ?NXRDH(cl(^$hz0gc5SjpMuNVr0-^>t-l`zkB0J%8_hzw_&y z{;6|M-H*@b{dtY&^YJXQQLiW~bITUI5Yv1b;`e};i`>eP% z2yG>ql`tmW4|=-2>CbVGkk!?ByjSSi%;^wDFylryGy8Ad58p4&q%z!3jENAVxIvPX zH$x}N$MJHBOifN_4v{CxS5+_>Q@K|u{E}$=?@us&L|*yzM`7$*l~~9I)Li(m`OKp3 zWA3)X2@T&%nV0TvU)%JXux;;d@r{v6Ku1ys7f&){s(48Nd-FO@2n}(pRU--coNRfPZ zBr%ePQ`tx#`Z9Ww(eOw7)cITZR~ttL@rq2ND?0(I;J(Y>K0E6IB@38Vr?e$rB1u^y441=!nV6P2F zrMvWmObA#_;(>!*dHGFjlxi=i2{K%U+BY5Y>|rTxb+l=pK9`hb*A?7RQEM?-P=Wx? zHSqWa3?UMGs>OdZQjxyz#W~f$P3)&+=i~E*^@u&y<>h5LD`sv_a)Dcgk4oJR;KBrI zL2d!b9DG<7=iv?pXP*tFIOtK?s#1}B`?J?h2HW<(wfR+4RJwaCMLuq8cC9%c>knUN zF?wO-HCwC&SFmT(1fyZ+Y$zQ#G2`!tH(M6u;Sp*-CxL8rvXzA-g9uG;Z|{w^_C}zA+ZkD0Tzf9V&7^+3jFP6aYzb20 zWT>ccPf(?`HK$hRWlR%1I9#dJ)6@MjvGZP?m+2uW(?FtVX$o|QOmo?B2d@(QkqBC#mHM=SmCGxXZKzDd$!pv6ZVpsUC=zfPrx2<3DLd7%a0(xU0-?Su$DL>h zroBivo!B0~RK9f^V>rLB^i1fFXbT@^m5L%S0xLlvg?v{KQbmK5i9;f*7yb&yJ<3E* z7|!T?i24Q7Fca|2c^%xCQ*ys!P2NhvBwsj9M7QvfNumcoMJDm*DZ2HrH?ZY!5AX+1 zO~Mbdh=E&~olg;FA`hn5>bJn1u}8>4ExL zP3uAHSwUsXVGr4kB|1_DeOvaqAmpytE9(YfP71C-Dh2faYXPRdVD#5qundtiC}#D; zdG*6KYiXd^irB6W@$q>fq2y=IEAVgz01o5l>AHV9kcZQbN{l948J~#SlE|G=58rg9 zIiqSBzUx>*Uj8kNdaZs{Z%dW9)G%oL=%ym+evxyKPw2^R6H#AVSpPpQxC?p21UNZpbUAx&@{eM-LJX_2h zCoGB=1)|roOY*M#s35goQn+r?Pr=G^@8Oj({p2gr1D)cY_#3M_ueCIoPDymG171nQ z+}Aa%U(rAM{371*(+ZO&of8`Q&lAsEQ=}~Z(xE6f{`Pd8lNk5trAUat#rrtt@h{oQ zFzat`seMBPq1IUE2$0SyeUmyXRVHa!=;251`F*Bu1KhnVw<%c^8+s)7VZsH}0|(M! zV%?qw*MG2>mePJ#*@(YFE_-(I9!dU5u$!BJ!Z+_vaw%S_3V2RFCs{kJCkGpA%Itfh zKdjqH6;C#Q6v0`)+Ctm_V0hr7u~Xv6mEkW2JZlWr>%M%mr3biaS03Md?aGO>;RJEA z#()5*QI&SDY^8^LXdKs0A#G^vQT+l_rrO^TX<{Vake;ej3P7Y~)xgb@FHCr6DUk(` z$GF@!@I#iNVZzx$e)T@}AmqsD)C->jOJq5?%9~$JhGCq76?=%;X?cSLoDfV6+i)d3T_ zvo(V1dJ{qo`A&~|EckZ4O8_Yv;toIFH z04FhICP7N=8beIrm%#mH{d|&UJ_lNYl|rudc(L*!>Xi0c$X_r`64b)?OPy_AJ4=ZJ zAggBP*1bElalxBAz+qV{t~~;F3#~f~gGU>!XPsmc;g_5i6EpLbYZ#H9e+{9xYk70H z_qd!+c9G7oYp(?BL5oyz`PQG^U1Pf4{mpruFJM^hoNejBSNxXu3DAJnDC#nm(&}6A zU{KNvxjQsbKmh(m?RYsLC?wG9WYAxIm6^ugXm{AMl?dEpNs;dhcE9rhKY3+89!dD| zRQsJH3`l}nj&xgz!jD(_N<@03833{)2AI0!CSB#-rc^_=!Q>un8W0n^$H#LmGeAFt zpYzLHJeZxe(Pzu)TiW_FWNta~BCq3h@?0BAII7J$&kaO}0M%miwED58rJ)f51Jp#Q zL6Lr+y7~G|VC45@r>ofc{)#RN@-ErH1#_o=qFh1azq0JLg{{OIGtUW@`3ibQh*mCS zqeyzD?|o96uEz(J8;@%*J@akZ^S|YVf5&3O2~A?xRM}BMtl?j!Lm2pEG}c3?6~S(A z#xzp*LV(nwRIyXG19nnTbEH}%LAHj#6gw|{p$jFGe6=*np=lB4i9REpZH9Adv~@>0 zo~@j1sh=Esgcp-VJrF4d(!7`)ZJ#S$VfuDgy-QTB=`x=p5VfDV%c*hZId!+8o^O0U zArA%%{vk$BfV*9Ru$xv}f#_dhLne+exLP2p;B+Y(A4ofA+j?gU`}=mX@Ae}ZV}Mk3 zybQV<6MLa)wvIlSsf&pq@EjwT)v^uR^LA->9yds$7tYb_bg!(=vRyF7C&-*Ds_^ zgp}VlU-vOXgj&f`wfH=l`!+k#l_%ro_>4I(S+g{lx(Tv7fpOkL96i?1VBqw8_+Sd{ z!=iYPT7hmbo9>GDfCPwwe|6=?QJp4gOjpa0j)`~jFDGPL~C%AH@COto#!spHq;3m6@h}csNZ|%$R(c75l=z97D(< z$ThdUSAT?|Ks2zOx-=^*Dyn8r114&oTf1~M9UN_(12uaMb++)xLkY}BKK$UEXn-|< zUVnaZ&$1=ta+iLp1}Lf?;{P z9^{;DfIza4v!;zwkOtz&LCVqD4G!Or1@46}o7W(a-3_TvORG_9F3F4dXMGTLvHj^JM;H0t zB^?XBMDai>4(>J`xS^8y#H+A-((m_XRrFw>xISoJFu@ctW3ML+%0%fz>!9v=I%gz*Y z>ofLO2Flwf2WzVf`@gO+r5isS{*4~3l#-GH@UA?MRQkdl-@Dn0=SaX#vMRVKDy2rk83z{p&GOMDDrc!IM%E>N1pm8Dmd4N=s`{Rk9m z=mhyPgt7_CK{%v(e9bqP+`N06m20uyNZZ-SWbLf~SI&uPradVXfob03+EB&4ePD0w zU~lga>g#?v=V#LQ{zR~!SU-w%LbC6tP0oXauxT=n@7RB*@R6qwPJEep6+`+ zyEmSi^oXs?CdI+{aogvs`)8Z#$Ng6)TjxhQeAP~toA-#^lSe2}@HRukF%evIF>yP>-$xFF!H9ywgG_+@6VLiu`^MjTPmon3mt{jK33f?$@qBc?2PJX<;<$@K_x=5ex zW5a?pRCCm4!-6u2-T$avw@&ygpO*3bCb=xtW?@g+&9>IMgKNT}w!ZyWneUd};~%Oi zl?eviLaOTV=*uP)HBQp@y{leut;=d43)o#c6D1R7mggyS5l^jTO7%`}|{^1Hak5msB!5?9Xz z&(j+|68x05W=TD*J5WjpbQMlJ6O;NL@&$*8;;9A62rdem4slL-e*OHg+7AkSe{?>>TYCP$&N;Wcjr&kARZ z?jw&j&ME>%y_|+#TP(JG7WuK3r#5~nCgwsvnH60ox>Y#5_EX3fvh3Fsm}yikOYp`k z+Di6}!p+!T<(xGK?WD#<@@!PWRTLF`xywbMqCz;S_p@O?R6*-!uVvfk3#RzXyqHQnClAP zdA)H2L<2j-{Y0zQ&?8;_4D?7@s!=mxlBiOr9NIV zJqaP<;ROT6Mp$!6io4o@8`I5;-lu1$Gqh9gqu8E;(9KsB3(r3Tx2p|k_8xXMTh@)Z zfA}2S)Ra$B`bJtJm?)bG+pxV*xpEz7wDC2v45&_*gWshEK>|;~Z~s`aPC-9aby>E?oR&!Yd0) zAO~a?kLH}mH;~RdUh?d28TD`#tUc^I%H({fqf9wz`aFE`Qx7M7v-{FOi0Czq-k zwMSbInp%(gm|O6#`iusVg*zeM!6dx;e)HL1M?K4vxq}po%88w)vf_l5=6iaMTJP-a zvpxBXQV5(n8v70vCF#_BxM+is#m*7yU*Y?I2l4B8SLG9vvpFj~2N{Y=v473N`;9Fl z-5?9h+ZyB#Nd?Ep9LVfG2XHfJ%D|q&F9$9jfOILvz}zPK>cEm=Kj}w?Xl%cf(0Fy5 z^~*TT;#y7ni1ytPrsiVwZd2WEQEnk#*lW# z4eq}4=`s~t{Bu_4-hBOiZCOE%^Gjky<8H`_o8-<8N3>2X#Nt6a9Mi^)QJ9uQ{0b+( zIqT9kwufQTUR0aY-g}DfV(JtwPOs+H!{zE{mXJHYj=5fx!M(i{CkqD54PL*kr3c_< z^nsSX%5DNBSg%MuAbTo5|6#&CD3>~7LzDl40bHj-2vizux!CMP&>@s5+`%bh2zdN@ z6|r)J$J$Lllf(h^Ly?N}mQ)?J)mf<5)RSXV^ij#@Q|tp#g8(!Grrll=6(foqgl{f+ zPlQ0nRURP{j}meJj~gu4w0}cU-LLkxMpoqdn3z3e@I!Lc-^F#X22<{_$xI$sA|p2K z4p+xG42+V#$mH~cMC9$A!Ob(W)L9X`!gT0yy*j6A(4KzH2zTPcjQ>gi%*N$C8_I$9)3mU|%0kitTHV$(Vbu&Buyyor*))GUd#Zy%!5;x(1M6qG-q(r(&Td;E@Dmgv@m|xeU*_t+m{zcp7uWFvQQIKLa)$M(<)!B<4{6W4$WX68p zfzHp&c*^G}FD$sqi-|cS^K}08w&=x1_R$`J@RLK43-fiv7Ap_AQJ8^Y#^2*MPZJ&s z_Jijw13kK3*P+Nu0(bT8B1l(OH~z_`@R$jpDA3eD2A!-|D^dN|gheIc#L`1KufjyE ze{Wdsj=DOLIAtMW!bJbfu3<2n-W~YR%BS4-f||eWnI&c#j5D8uZf_@)mI`;}={61j zX$d(1X8kNDH#TV8PfmL4SDvif@=3NgfhsMdT#*F%h?T_!=MSC|qq%`6Un zs+eE(K)m72H$T`*Iw()GK3ZFV^4pF}=!-xAE>^qxCQWbz&i|ft1a6{H@Ve^T3u&X~ z;OS`GILfs}u|G4qXLMY8Hlq&L?fM{${KOzq6_c)Me_!e&t&MWdDCbVQwcqidy6}@= zV!$@urZPtuU2wV}rFKkEnDeVO#SheR6@5f+d zbmOh#6d~pjPaa3{-(#@Gtf`q;*=anv7cMQ*b1}J0JHy_7DhB!1aJ+Ewen3lauMILz z=Kg&=*G13g>F zUj4~);+FTHFb$2aq%Z8XMmP~$@s~ajv)T$7CZ@v=a;Eg`oU(VHYtY<%Y_tF~%7khe zWddNXSl!r*sQeY9Y%@_75LtWVAsB;ye)lK!J6D&gTU#gIi!BFgFUVGVM`IedJhIOS zaC(AeYf>vL^}6)9u!@&_`--zufA#$R4rwG62h(G8ksQIr!r3;r58Menw$U^A zMFTc!TT2Z4^+K9$Re*5BWEf|c4{DPzf%)*0NK&>}&6N>2!8%pYUb&g$4yRwzi&;^}^IzxcTSS z@kxf@Y|E;k-Ue^`3;h$nHyC17f{%{C(@GeZY6US^vIP zeLc9$pj;VUSq$9W8hNZ2U=Opjv``97j*`2f^__Db36KN=5`KHT-xXzXo>IvM+8B%d z3VNz-RXq#Kq>75G>Zjwwr3KfT)&BSgdr7#<=d3{y4dw)Hj00+FojLtBDa*tQlX(Ls z5&xu=+}`b~$P17~a0%ddg)9L@M)`<~#zGKC3<&|zGgjfpB6Qz>`!?3qg@*<8a9z6p z-<;`93!{jN4*HEdkL?om+Cuz zJCz&43%Lj>w~t2#zf#B}YI8Pvy_*Y%GTD7VKnvL*P1j#ZsKH5q>iD!}d`` zSGf>X41{1P<{s7VUdlmr4i6II+*8Mbr{pCZhSHm%ZsDanW@o3Bp`=kYFcv%{>!~xL zm}vRt=)S%6K*(^MXP;-Q|fOKXYL$;h$P4!!e%v`cG14932+yz*JT69w}uoYnjmDN>jzxQXY z7&m>^tuZdOa0vXw=E$DnTs#@hZ?|4oHORn&s5S1;U z8He2Umllr~cwAHcLlUotE~JvX$A%byeUW@z-jyPynq`bmyv1RC zPvZ#jak=(5r#hiujrA<7gYFV#JP<6@p26k5FKPfhxVc>KMJ~A6fhIu*no*uUgdWijxC*J?z9S%1pKPGi%Lu8r z4@M3C8XFrK7u4$c@$zU0S(I*|RVA3=>Zk0STI6hi9?AAn=&wPIK7{@$*S~%@_S*Gz zil^C&HH)jqe|+nkOwc}h%K}nC&1xy8mBYQ8H#i~#zov>xY#A6!-b&$YCgWAs+#Ty{ zt|tr?gZ1^)V#sM{jTC&1(AIX36B?MGmzO7z_1Nyel^sbi(Uz1l+ksY&g0~hdUlR;p zL0e)Kwz;Smb~xPi=34mnY^+gne(QeWpwscL$Jv*5W{X6qJ#05*`olKzg-uO`vck`KYB|F)&|&lfevQTso{X{PWTr9`#UD zACQSMjK(&08uRkc(SZ=pEC5&H$l_ReF&79F-F@Wax#wv(Tg;kYBkd7wRu)HYO`G-8 zOkkG_2=y&0iiW%8m6xV^|O9&Im->sE%a65-!>rkK;DqoOv zN7660y~%%FGV3wF=?!`f^UAEi{Bz#`G2j#geV&5E=vgo;#~2@>)DKC-1AJY(v@Em^ zE`h+zfbyB*Zp}zX^b3`|u+{>>ZWpY}7dUyWe8gR8Ff2a<_qI?3p67=dQ&dxi>eABE z1{y0?N0+lX&oLQl*j>4#ebZ9_>gy_w!Ct&Cjl*Ew6U~iedkyf!S|f{+WJ0#$sO0h> zXYq~>Khhxk?PG0z;@%YZ_Zu8a;vcb4MC^X-3X9-gxRSqq=yz;~!bg(MtzPrAujN?x zptV!Uo^tWW#SD(Q2|5ZHtP_-MuUNkCQOn43BU2zaH#J4umrw+3aqQtnc;W}lh;6|w zO*)3#rWM7^@-J&I$D+C$LJl-VoHlmDBrIZIym`{lG}^E?eP_$Hbg6ak@AL|}!SFJr zv>*Z_9MYypihP8S$RI$Lj<*VX5`r+NduONW$5yAMXD~WTJ7*TEpO>JBha2)>Lm|AX1r`_yL+C`OM{?UvrKyynm~Q5@*23=USx}%v*DbRzw$-~ALqkg zTP>MLo0l{x6PMD&YJWq4`d1`712r8@QLT8QfR3*9o49+NT|3GtQ&Ys7@sW@aD?yli z4wAiw%iSCejiP{%a6)wtsOguhjUxskZ*Y998dRU}<36r)Q6s9Z;^JN8>yoGM>b9*N zhhMJT&tl$7Gat@5*qOZ2NBrAbF`8Z>uH?k*?)770zGNAhd-_%}Fq*fUl1tFj^{39W zGqGS;ak}Px4g1<*-Lf+8;we6*KqXu2a-k?=o~#y6@51P$zo%9}TAy-MS+b0}*8_aP4!lOq5efHqSUX;j_)D9<|{J){C#^~EQ zeIoJNFcA4{kYQ9gI*(KjKQ%Y19&^?HG$iMfA=U2-S*B z&Z)BBe!Kqb&1%NdWyYtb^xkIM%h0?%q z6R)zd0NebtgAQwLeJhoeWO)k*rZ3a$mNjFwgrz{^>BhzH<*Fc!=BY_Bk6UAU**xlc z6w9l@&9MVd#c~B6?cc`eyb>)~CV-W#_%%hfJ*5lt-4>-g_M0b=r3y})iAPi2i_zze zJqSbQ^4y6Z3H9}y8O4)C_2Y%gus=S7zx`VF=RT3VileH<{rwJyf7@ZLKzw5Sy^7d7l?ybwMo~*)*Z9f%cDHd9Btzh z%WLAmU2I={b$wm2J9Wqf3vUj4A@}Zy@|1hsXhS`>%8NQuV8wWYY%ZzcGhr{}Cc4jf zJE7BHm*M2I>SU=gn+QsM^ zYtFST8wXOy|1Tq83F+4SM5zB3#QNuT0iBQbov-0uKg(~H%%2#O@SdhWIhyJ`SovAG z@rs<3mxK7xwLgu)PS*MWaY8@*rx&Wn^U+qEmfixx1_<;rr_iPNE4Qd|zIKrN| zJBa4c*47ZLop?`=_>oF&O=ta*6;|a$A$Ku#Z1=GQCl%$_>33tTpZ6mi3pZrM@d$VoyeR&L8g3*PV+{z=!Q= z?^>PBpIM4#EINbsm+)A~G@o>jEg(W6r$18qZWSzF4D*U~6N9e)kzgM1olFJsZL+|3 zdN&~FvspqK%*#i$Qp-^yyCDEeijufq){}bcK4O3y4`Vr;WTx6$)F5@k4s)>t~g z&{Kcw@4l=qhs4Dh*&AtH>0G;a#sYhZe1+xaGco|ocCL$S*RHmN?1(10&o_TFNB8ioK%&lk6|`#IcMPYBJyuoU&ct%b2+$F%PM-h3C-d1#WRSTQm;elXS` zW9)qNXJlp3`<;EKOGZ(k+BXNSUQqF=y^PUDAq{S7AY^#E!H6zuyZ5_Y9rsCo3 zmaiI|?ckhQVik5!Y!Kt~CV8nwN%{{n4F=S2&cQ8G8Riw49#g?9TP|R2*PGDWE7vbx zNTT&n52?TPtAW=-a}FB?H~Zv7f9TMrGiP4cQgF5CMy)gDDbQ^6p2&FixPvH|7kquM;|5}98VCB zjWd^EnU1hF&dMIqc$ePAcpv7tGHn2=73_;9wUU=puq^u^oU6gKb^`1PfXuw8OnFMT z(NeF390X3TQIxbRwrTix2TYtUnFS?{M14%{!KPpd?iU`%t@)|w+~Ti4GSoNr;%zF) zO5b8UX1yocspP}oQepk(A!zOZr{2x0FBdG1AcNdu(R@%q#MQcF@=R%dnNC}B$a*4t z8o7@2x;;VWl#zwFATv|eg#{yL5n<(tLK~R zpyRrJzltvN10P?T(uEe0w5qEIYHz4x$8x38&KCU7qK;1TnjIdJj4)$Q?-t7%P~2(} zMH(8LnY}G+8J4~6GPzD_xv9hY5?e;;VE?WdC1bRRYO0$K-zNlbOos<-{5_}wHx@KQwDt}hZ6TFLA=Ppz2&Q~@;8pcmSb%=yAmCm2VHSq z=aS#DbSMh=Xh3HJbI+p^4d6V9G;wrDugweE&Y!k%@Pue8c8T{laLFIa(+#=fQUxDG zCBogXra~)NLeJ~h=A%PvH3QsK!D|}hs!MHi4r~m%MbvS3>whzx^;mwK(%2hwy97}v zqaNMzt$p+zB}D;zU`vXqxMFJqBfY6{RKYM1o6k zS(%}ca~-9K*`GIwlMuDuHzJawjMqJCBeRE6M7d7=xi{5c8=h` z<#Zyyk=yxTn1pKI@gIuu-=+Bk`0MAFWuf<2>Zu+e+}Jelv1r3EqabC9S5%{0+mk&Y z_tIg0+#HJ%ZS-PDetBlIE}A_ycW~W$hMrmcq8EZS`QYBd(Ff|7<-Nn;KEDZglesYT z0cynV{*x{c0K26MjLgUy#rR^dXRWtHfItLCE?d`T%Pe~^0A+$S1*@P2mwQP-*!vhC z&`MOfqkg>zJiATx^LE7o_2&)-$0c%``noaO> zJ2?UOO05jJlaht^vh4ObJS>ys{&n`h|1b{dVVC`uYcXNr(wy6en)(`E;$mYfJMP4m zP;YP0v9(S}Z3#$SxM8o)zUJ2?-Yb$s&EcHw7iN-_ea>;A?MxX%| zKQ~L=vQb;zvY{iCRw#0Kk`M04cpo(Yyd#5H;iqum7w+vvOEa_v?1uPzY|KtDw;XRN zk-m+jV2E*XC_E-??HFs=&^O;dbyOdeL zuu~!9uaOJ-1HOJlMvsja$(G3o~`=DP7wu zfc|BDX%YNPRO?axU!;sZ%#=RlocP_koBp2|+!LN=+GpBp!hV(v1As$K%`MsmZ*B)X z7svM-DqeULSgE{Kk|X;;fv4n7e{01GQijMJDQ$<;x{lIqPQ5YQi2ECRHmZK)aYjCy zJDtv#CWv+_npn%;q^}FFi=Lr~yhr~NKMXUZ@3uvCe_W3Rxgka3I;v3q`K#w*v|09% ziVslf{XblcjLOpE9~m0GD>+X>vT#v6ki(UgsVe?Lm-UdF``UT$@~lXLo6mb6ieUJ> zl2R;oduCt=&mYu$xxJ6WYw?0jJHWwJL!wvV%o@o08Klfo;YB5%IDSfLLj4H{Tf>?c z!;)U!4=}os_}PY28kZ^vt4Px}Cg?|{AgS$;FHxE}MUKKB3EjR(Yu2eL8z(g6F0IA) zm6LhG*fF#_3P=4o0*jly9k#gXz>aV?Tt@so=g$5-dSb$M;#!Q3jF8}@Q`;Tgd{SVG zup%ks)($n~n*wUUjk6-`$c6kJ`T^Io6$MLOt(1YqfmyEr%%jvc}A!UEN}Mk~5=x6gBv9 zV$CZFH5lhrkzt^Ho*$R?xm*;l*)#<*95wap_o8GPMYcvqbwTTV<(b(5dVac30Q z5-!>zy*d4$Yg}ziXP?qonChw}itREGvPkGoNIAQ!5Q_UK0U~R@cIhH$6_5JicUO;D(Q% zby2J{_{RWCF2F@L>!!)YUnlO>$PL5k`P0)Ap%1jXInkqktXIc^V43#%cCh?@;bDM@ z%6qat)zqcwqnvk}J5l^`LiybeG-{OGSvc)#irCxTElTe%Xq_ZZFh_#31{5}9u702u zgrmFd3KPRlj{{4GfBQ8;{w{Q<<;~(_uZ1aIeWRzRSDbF88fw7SsnD{S2 z=F{H$>wmVs!ACj2zdc66!WDD+K#&+q;gtKvDg#GvacWPekdU)1Clkx&>M_#G0qKk# zhocLBm|@sigAcc1bra3?^{!vCJ=6n^fD>@AGW6^SqZ$Q z)(G}4fpc$|6)4kJW<3?({RGZ^X9Q-t+J|+}^l@A+{lj(Ytom=9Uj4U8Q*PqLh**L7 zC!Q%BpEi!b5a$z+q5MT@8yCH1X*&l2EuirGgfm+W2eG~ZTz$#AseJ#^ju^M9NfK zR!UVEFABo&!Xw^+_CM86)X(0itWA%RNyURuGvb9*?el_jne_Be;C%Ey@8{d6C7_Wa zTOIAwGimB)zh`NQ%1U?6A7Q`_nMYrsxAq4BO-NQ$7shj~)%}rj>`Jf~fV8{F0nIwSo*&^-tzK>T~sv_-Phcv z-sh32|ho|BU07yUJnnljU=nDDDo1%}c89vEu?do$}?P_ovz=wNaYd zAxXI_$?1M5L_5&){5s{#!Icli``o8bLOQWJ9o^h}=24QsEhhpQBDmY@SW(=XQanBE z+BC5cs=I${+_V}8uYR8)(aSs8k&YtEY%!u!`7i!TlwKox4uC%J!dF@Ei z%SJE+c(P2j0lfGcod)n_xqr#N$6|^GDNZAZB&eY?Fg7dYkOB=vKc$NjO-;J8vTDY_ z=vOUdAMb(lv1@)TWO~hy;0&Co;DAUqx&UFmssAcLw!|>B~e4Tpy zJgC|BS2pgPZoUcsFC7E^4x-022$WmZs?0e$m|A1y-WuZm4zd1gy z@7n760xaysi@-4Or5_pBGky}kyGL<;Q5x7 znfteKuDOdQIQ1B$$U<-7Dj$B0vrB&xAAQTRas;FKP$YUSvcAkte<4s`QCLLaf+TNK zid%vGI#&YhE#yo!Sp&Jd{iJ4HnNL^Ih;~_6sNNolaXe?d184BJmjy29~n!0wRubv%mHOZqza;;mx-hXPz=GY#I`Vvse!>of)cnuN@$AtbS z>YG=lP}|-`v_}gU3kcX6a*j?p7$KgqXa5L@JeQn)<5F(iO`oZZ8~6P%r7zC&E=#9n zUZ;FeOS8JWZN5MQ;e1LkopGn>u9PTK(7RAq3aL6zJmINGorsZzpco5hBO7AMF2QAd zFIZA}o{sbdcff;v<`7}djCZY4o;0PzPi4N>dF|~!pO}MBm4}O6$7XP|)GtQ=U~rq3 zVdDRNzKzNscc|0bqj_DLO4c`>$Gyv+dRg35m$RynOy-@Nh_Y!HS$e5)IHfcK_=3UU=7UjeBt zr+*26p|@AJt_bq!y8Q#Ror8MW% z3PTvz4WP+>h6uyg2P$j?W=PE$rAjzX@%uEp&A@%D?_EHAloXXIralc}@~JeI*;O;{ID>I?Ssu z__MuzJa@c0Gh^Ir4C2q}BGG6x95cAGyOaRFb7f3BkccW+i3i=OByMm7wox-j`v<|?@;yZ_%m2MM}$7U)hePQO01Vh5}2$`S7^tBxrS zY#A)SNJdFNPS{b_*FGC7IGLH9@F#{I&o~x@Onw|m5N}Xa`R%LRJUz3zy82OMeY!#A z-IL7T#XTUR2iqgNhH)a%5eY_qc8Z*QbKTuuHDjXjl)YP9f3(F;)&T5$q&G_|l^aFd z9x+0LyrPHe5V5GlrqBO2ba@6=9`yu-LVt8tDGX$S!Ig@66p45CRA(0hmqb#N_Sd#X zLx{8jj+wsSeD-F1_LIuWze&8ilTzXgm@shMfnV~Mh;pPoc;bP^J9rE{A+0YZ#&f^I5*rKVVMjsrJodC`Ef$-NkcqnDbb?0roVb%XE5i z5J>s$t0V(s&6LVfE&YZ2asRu;c;ik~3pn1_X9?N~dIJ3d0^GO%%>7J1u=b#X#J{Ap z-0-jYD)fruq7M+i;BatDlbHF;UP`>XrLJH`rS@Ufi=#kxpitxmIha-yS9^qg& z>NGAjO;yE!@T=E`+Mbqd2Y5WlRnaI)pJIntGa#{nFsI^d3@&kQcD#hDzU|yC0h;%T zsh2qi*dgLvRM1KI0OS#pReCm%;-hxqlG^-)`F(op^y)zU^Z2%l5E)&9Q$JbJ)>sS| za3ev-shS#rm2t1LQ%aE|aJMT8YuvQgH-yX>2rxiIV;TJoR3Q-C>9=teDztG<+dOyy zccCr_WR)?+)<+uG5yN|af})DLiE*M>!IiNQwqe2lRo^N6pvr0tqO73GNi|@-Mx*M0 z^iKC~{xn>aNKx&St6?2QsMd&NC7Hitq+$5KyLn-M)(6?VM6uDADq6M|Cwi14f)UV zvWx23;nB6J))&H3i_O9Q6I1KYu}IV}a>twS1qLQtc_wLH=}<{?&f9y zFI9xkYRKO<+NLI2jBzgpD+UYrKHPJmZN8oc;`{|H`yrlzFGigHYZu9t${GeRgNZd? zlima19R8O!qH7s)ARa&0+gk%gMX-Zs+0$_uAT(YDrc_oEfZy))d5h@QbNL+FdoxP} zpuMYW4gWXf3iJvZca@Kgn)=7{{N1`g+&t9`l6>k-CDR1&C@KO=OlN>9i&x$74!DF?k8UEony&&j=i{47B)jfQ`Oh+e#t?6M z16^>uEv#h>sJnVv4W^PRYr4(Gt%|Kbw}1?sgSDOS?oglc$#ip**Yde<-VM1@!`kC~ z<#lG5``L=|IFmG~*5krQ!@$C`F*hf!HFVMp?1(2Id3eyNgHuIC<(UESf6H+vf`iMl zvhJ-^db%Wi9H*xK{_oP(fMYC3l~w}>S+iyMJP#2pQ<)VVH39A@LEsvb|CYGI_U)87X=lJj! z3$9a|mrv08;L}r`v-v+5XVc#UgoHUoUBXIYnoX~CV@&3C0b#kH)~^h@&}*i34x=EVCHZ&_F9zUwd5u0YWB(H59&4%@}2Pxu+W@EPAUI+`QrM z?|)S-q^hQdJRQ8Twz>+ElnZ~vP282XSo&REPM|0L64}+{<$JGL#UOY8JdW>Up?StL z{*bCK>|M^8;zKV`!`gVswq=`|+XcF4sspY67u4G$T^Di~hUy{^#-E*AkpxR9guD@Q^jfV1j#>s!f6VQ^^j zt8P1k%F%WaFnJtfn4)}ivsnVd4oR0Mm_jw?#0C`<$~u=)mXBHz)J2ti^5syBN^Qr` zE7(ll}O2@vkLw~^-Md4uD2&g+4eECHFkNFt5?57iIaZeEX{^4H6cC@!?h8yjU9 z_rMY2?z0khPaAiep3!jHvaAul`P9rFXUrXzn4Ttehh%$=jWl;l+yRHk%9E_S4(6F{1D7@kOodWM6 zGGwuH`(yg;@#Bfc?c+l`2wyM2mW+1)8LKJ9Kh3?pd1+LYk-gsJM9JpS(lB!?|&qe ziyupKz5%R%@IEgRiEr}Xcp{Vr9`~aby+`4HX~R8_cGqS-1N^*B(+Z9krkjuUrdz<- zaM~4qC=8y0ys*kLQND#1|Gm>Y{QKY))ijbV#qPzMS5N@d&LCtsQ-CgV#3e;AQTlJ8 z2&MGOj&jm-Jd6#R2%QJ9L%PBsE*cy(CMH?HWTtpW>G?~LwHUX%yO$`Vnf=O!^Wi4m zOeJls(1EAVFIYB5w=@A>b1#lOQmyY%9LNL#kU0CBd%JrZlff&qsE2y3A-j4&p?7%H zdUh0B=V76PTXR>CiZ3`_oo}=Li=X$;NS)tQ1OYGoW2yBlY28J`zxn1C1MHAbhJOnD zmz`+bRE&J5>)0I>>RE4c^HVWf?oovGRg>5HMlS-rKGlK@cN-Q0_s-@%K#G4Q{~dHy z>#NynYp=5cx&W`h*Ks5c(xas*f8zP}s-dmpt<+mG|3lN62QvNtaeRbEs?o4enUE_+ zb0p`AScv7CTa4Vv6%sL$JLbO1nLBsxB*YxCkQT}rLhhU2`}@Za|6|+d^Lf3Wujlje z*uZeTZs6(`LL+{ z4t{yQ|Gu_e6(F#b8UTMMgUY}Ct-+NQ?c(9^X`ogf{<*8v;0H)Ct1ZQ#ML^-{zkk9e zOzHpk0<5p|YQ#4;n-$vJMt^`|drGhSg@p}d`nTP5^gi%j`I(|!;FHM3hurm$V+?vT z@`y!3#?I|7KG6!X*J1&`>A)5G797a2Nn2h=lARal&l%9`>-TY-fqcc@{KCjv79TYp za-$P5YE1Ak*H0)Z;?n^4F1@%L18=3lGa%^WRvuW>|Nit-e!#kEj>LmqS{g8Stt_p{ ztI>tubh3;4bLIHo>6pt3`@e#Lq`1BEv!3cC?d=r`HV~Ve)xe&kYCuYfaYCCZ>yIe3 zk+u<`nX6~OZxVp0g}wQR2$Uq-Rpp&FeY>pG6v92C&wdqdka4N?IOBZFu+n#*gM-QH za&sFBSgy)_zxij|Tg-^@U9Y6bx+qT=W?-VEL@tn=V?Vo`^V6 z8+)Ki4lV2imN~v6-w0g(w=B}aF@L|btHv092ATU0TR6Jp2@knL;@g``aj2GLSU4$I zQpn;X_upupE^l4X@)`B=<#d6-I1y#auVET6E_mM){=Xcmfw9?_7|i((0NdY&ACC$N z_Vm)=Q~&cYburoUr}WC10-R^nSYBh*ef*=$^=YAyI}KV7bh=iB-V<-!%Zt5?o6~>A z7^F@U77Np_=QCK$>0E@rFmN~S7U`xR*f5>ffR>>nzEx}DHL4?Te{E;;IFd7!aw5N1 zdh9RnQzdky`I0GMjS6eg&3-##)GX#V+I8uv!X!OY(8+4%PSuqs^-HR(f{<7-Z6@R$ z!9Zm_HbWe?EiVwp3PpzQXVUBFAn9xJjn7kA=%82MydN6ocr+(n&R5PSPQ#%r90`wQ zRrvztH!fu685-Mw3G)AXLMi9C@Fz<8II6&!-agTI{VWm^CbbFDi<|!7!J)z~eD=-+|Vbkr6k} zp27%zNbb+?vwZ-iL2mkIJ>(8Ww%wu0leriPYe!$|B9I*V3iM3XwHd7<7wZ2*rWis6 zgC%qmYV99rzOypG(Ca#V@9(2}JCC01{?74pomBeZDH55z_fUm-dune3KvY0qtM9mN zl~CRO3e?i9OCrWF>PU(b4EAC{c0s0++x zPF>rk;^OPYZI&(-v!eM`Z(5@S8{Lp|pYb}5Ir|kDMZ8b;7qp^pq9W>=1mVQ_v zvAQ9nxi@UN=ugkHs0LKyq0=tz&#}Pzdq3#C_5HQ{Mr`96%+vq!ZKEX(d_B0 z>4~cGP-y`oMg? zeUSc+j(&m_Ct|u%G(?Y+l=IpMOM`(S;j|w`%1)2MJ`FzFTpR|xe$#!c6@33$0wpwAEu1thdv??gn_pF^1uI&YJx5Jbpw>B4K6tOX-z}J@;NhY6i8Bms zaS>=TC|Fu)ZSGaRt9(m|g$}Ec3)f?!p(h1mRSJ1XFu`!k_fS9@eLeqD+`=?7i2aG zMnl1lg!|)oGiY?wk`eh4dXJw3XZjMCq-w5dccEXT-4e$HAq6p&IsL)BYx+XbyBnOS zk#2)GU?hx5zrB+)_6>V#(>CY8mx=kecrOEFxA!puvn%KMi!*0U;JeSo>5b5yKOA1Y zi#0@ty>W}fx>(~vPMSa*4GsLGI#w{ji=9SD8L#JKp6{c}UJqeH(n%P=gacVVGhrY+ zM!tTDa$9VQOsow=?NdUeUvWv`+b~-c84IOhMqUkjsL9xd$jO75T;EG~wJf92aSi|W zi;3t9zug`hS(9jTr#lD-D!>7{F^KnE^Z~H2=&H?b2ZE5Cb z2_*a~9f>olOBXIIbcqUY3W7-n!!&Qs2f3HTTr$8x3I7500`!2v%A=^oWam=OYOD>AW+4ekBO5NfSTm* z-Lvr90SR=<*x_D8l3hW836+}RbuhL55S0pL^gTKruUi2cwx?gSZ;sWNSMeaLseHik zC%2z#HbIOF9=C|P)Jh~ogY*39+n9=ZpHc&NS#B}*4S;*2zVDrm2M0GU)rx6ZcmvNTN{*N;UAc0_)yYXXk0&S|P@~hd@-ILjwwuGnhU3p$ zr=FoWYpG^kTQ8^ACJ&eW`V1WX?B73TrX$m+@^Am_#Vzz+K+TVA3Tw)eNx;$i#U z*J1#fs--JrcQ#;+?04Yzy!0GTAasDE?HLQIoeoxe%dGw3kLOjj6)&K2ii*$w{khOO z@oxBN&m%L}KEU}b??2GMrwhAT3r0Ho)RDFcmqY36GD5mF7}_<>JCYEmms=SfTLi2vGOd};^P#AJTHp!xYgZMv*B4=8MK>t{p) zi4*u#rVg_OnW&YZj*=TJb$%w|E?>EnKme4kh79ev&s=F~(aw&0a>S2r+{CrnS^l6$ zt^uy{oI-iPx^3kli%_Tkgt8-b@f7$oSa;$R)JiTD)jC2tvu3yXf8DHkpQGK-~(V@ z&HFy@^LDyRHA7hcui|UxSrPE6Do@?KB+|6asLyxC zy#o#a$aeBD?PM;gWqX(^}%K?{*_g#_agTGms_aI_!|5fX{0ivJ+E z!KA{>|AhNmxOF`2)LRe5X{%q#yCWk4o$p%)ljxAAu6|5AnZTCpushr_w zQVpD1U29{r-Bt5=e6B8uh@2tl=SOsZsk&Z1*AEs)k1V-d5=p9WYo)ypmZSEZXxN-Q z_*9>1h7S6~zE1 zn+_;k)%S2Qq(gnYikVh0mXO$BepXPBpl>7ePExQ(SYv7dO8dIwt%^=7rBW~t_PuwL zn`)`|AoMKdBi&Uxp{tf5%inMaq3S^cbBk7FC=-)eAPbJf3Ss;DN>17KKP~H-q9H_? zD42(RQB(p6tiSKY$d|&QrRCZAp6Xn)PxrLyj{O}^ zWQ+}Z^`(X`Uj`hR31y9F$k&vYPqyBETk?xnUTWWjn8|c8LGt+MVAn-zFjyMKH?eW< zZF#XwSSSxKgchl64)-ZEgJO|kEQ9?fZ{CN#U3$=8^M(15GJuDO-{AA?ri2N0*Rz_g zW5bz*G*Gq4R z?V3bS2h-e$?0ES4bA<(P+iQ_4dw5qpdz?#uzpXuuC zTt{8*c<2VcRwoqH7C>LD?s~@Za$l(y#In?&QTmB)dmzk!Ft)S<{Iflk0DH)FR@V*s z)(RC_u_OmZJ1hXC_peA>i;6!XSFRUTU*A|ioVs$nq9lx5nQWXlPK19#<5TkyIa^zv z<#V7M$GB8FL)&b?+f0Tjr`zV))2BAnb5>6Bm%B6;eZ`VktsAPE?eK|k@K71`9F-YS z7$6S;oFx$dIim!oyG?c`7IzLnT5$9C-TPSz*NYeD`b<`zA8|3gYZ5JEFnrl{SEo%j zT9fk4jSQ$*V07(tqWJDj&8~H`2t4)k?y7Y*Pe|VYzKpbffE;i(=~H{~c+g}?1oERV z5wsM~rzRrvgp08+=}JnshR_>LoSmPy92u-N5@~>nH5mNz$^$H-jgVPdUJk~m)L#>SRJE{lc?0+y&*49VAn0^Rq za=au(4BH6b5RQ%qPP6{{RiDZIk-Fy_G65TnlSeBYzz@@N{Ql^UkRvl;^&?>q-vP zI9G)QZ@j#cShdhLH+OW9W%xO)=coN{*0bHgf4?bP#_g62ae=%ux4bw*n}j(tV`4>% zKcUYKI9JO#HXe90Q;Ma2Z`hX(n9DI0mtb@Xyg znn2rDDu-(PeZ{@q^~3j*j#-ymg92Y}ti|8Ia<06ey@~~A8a}l?^_lmJr6Bpn+c!9# zh^rmNmXZQElD+(;bGGd&=qxLt>sW!{-@EI)M!hd)vS)l!QUx6As0buB#XdDDxVWf< zgkviw!VqFIm6osUO{We#onoF3za~VUJ%w0xTAlddRz+Fv(2&m1%t1{hR6BFsPR|o6 z7k1!u+H-irki!{JO|*DNNIGcX6TS5<53y{V*HmP}R1&28QR@4Xh3@7RpUGb~G!-Q! zIGXq06hxE$701ZT_b=YKqO4JGIwYJ&f@7JGA8@8U*sF1Dy_NFOQ@r9xUJ^_l)oJsp zhDKc^Y3r3G%Pss0iALNIyy_~i1Q9Is_%kM% z@2y%iG|;;kFacH3#hO(~m9_5rYC@7wFfb86On56w8j6xLPVk~fvSRK186kmZ+KQP@ zs7ib8;3ErH)r|%>Gf|1o$f40F={qn%O?5oHY-!|>vrSgx0n{qT{Fb8JxtzynP9zbe zu_MxPOu0Q9+=2ig+Xh*fSN z2FgJQNvUY5;m?hXucj`Y=`XZz^4-I!FN`jQ5)?oJ0POv&5MFW_eSK%isDk)~XBD7> z*LA#kN%q{0zNkJeh34K3Ze%i>YJjsdiZkD*WyGSBNi68x-@Ypgdp_l(H$r_t=jBKc>FU$p*Y#$ItK9&!^N>tVbXBvYl>*SHA(vCIMrl~ANKlZy7 zR-9>RCK}w-#KA}3#Krorlb>x*;Y(LyUV_uKC|Q{NL@uS@_C}W%5k|yy)yDI6uXA7J zraLq0*_AW+tOAxk>HzT3TY^k!eeBlNqT#_@GC@4)19ld>pEv+PI@b1L4l}a4vC(h3 z^TqTBE-o%m52BW01kT_b1A+R-UisP^}O%;jSA;c*o29w!8D)Zoob9cet@E=3byJaH-6z9|dNaT1_lvI}+ zdZ1F!y@gqMnn|6wRdeQICl30mLVE^T|BGoFQ-s!t&TM^>GRu0wKwtl}y}S(blo4Fy zvUb-yQHPdmP=jcx>ynGfZ-m3goDQc#uIfpgKkH zwwk%FXTJ*99B+K7U!^xiC_V^ufGY(7j!9wfRW;Mr5|A zC{_OZ%3` z*@(U%LOAnP7+)kSN3tLXG8Mars>hvXd~7)d)O2VHt89CCEh@w4??P`!!UL0aA`4@g zl!I8r)_MD$1dlB(rE#TEncj>&t1tq8CRvh^kPr*IjlC#9$D+>jO~_cedo*F1LvlUQ zdd4wppb~PM4x;zRSL`f*5JZ{(cjc`Ak>?v8qfg?S^L8|bByos~trmqJ2#=x~hw{ViT_jdu!0SlT=u)8~s~ z7PJ7()-+=(oEN2@`iFKR*4?0K=#4_n6V(gE_oDZRv5C(g9b`w->6RY_sc}bbHlSZk zt5v1gjy+Qp+4$ymDUW2I+B5|MoDh@ z;v*qnc#3*J1A8z&)aqt!7mFmbBkFR8{kC}Pj>V;n^!=?Lpv8UTnVq-cA!z9g&rBtb$3@d-@5zqWqh}dyL*+n zt6r0woV*9Ox4(asq?e};BTF_BO&#Zpbl3`A5oh5ArG&U1aKroV(l}1S0xE~>J;xf( zwhwVl(4gR>qu-CA$Y;C1ejB##CwSGh|F@03b?auc&xUQ|xH<9n@-1)q(Nhqjm1!cO zfT9s+BbTKiwA#8+4}wgflu@{lAy}o#v4Nk{ktjLe)q8tn3hak&^?o=9V4?^BAV z5<8}3Lt&};g}Sf#jUcjzL#l+*9s5 z?gduXLHc<8CZ4zlly^K##jKLJSyfclkog!pXlGFz1Gd1Rp#n<>Ln_R!xBeW9{RQEJU! zaQx%}|6})9_fgBpPgzGBF-p7tx+ae~R$ZL70+w12hyTkXcWh7|v&cpR*slBgs=aFg zhm%b;dRKg zRpH0|5nFHf@oh(Y{HySLf$v@j!~>5s5eG$@|3?Mm-vHBailW#vZh3p_A}@P`!HwB-rb zgBgzo)rnxq+8w3-iuii+pEXifSU?E>?9w@87O1w`FzeW#v5%%af zjrP~sjm@Pi_?H4SjAi4$|J&7l934n*8BDwX#+3FU3j{K?lyweUKVw{8+tOg$YHPXB zg1<^rt@;JU+=FOCoHQz(OisxTR+V%-(}j0bDvIcXF9Q;%P9acZ^KnIcPKymqHfh!=A;o(W@o1;#|?2`plSjL_UOH^i=|VATN1?UUM4Fl#SLvDHF`ueDHI5 zhORJ7p?!U3nypW&-OkEnK`35d9(sy`mXVf@#l;Wqg4!*ObSD=V`DeQ@B+1skj^d17 z^wF(0UN&gFbd7QTXLav_leydT`IU_9B3sJdV^nzdcN8Vcdp-Vya6jP!xD z1iYJAPxfc%_UNeXM!mB!(5Z0Ud(WgZwXahpn1c~;E2lB``NQDzicf*sEyKLO*?l3n z!jk2$i|YeSU7d6=52)zz5cON_d|_{Vt-vmyP~elv5wf&z+Ot6>FE}y4XMmenw99~r z7b7E6D>|CeH;*auD)5*3u)ke?xcC^jYM7JlH47rLONK=6RW(tTJr5l5ndjB4?|jW@ z^k(T~670?+j79KpGl$B!Oh{@ibwn86&r&Lv;S42=MVriYtgQ*%`BFUGu+07$#w(lI z%j~e}=SbASJWiZ5N#oksqrLj2{=M_+1a$|zdejV;_VSl1k0furitF|emd)zVcjGn; z;)>L=t;!bEj)^A4MLXNsJ5bpn|NadB27Dnr2_&pkJ{XxSB@tYx294vH;3S0RB!opzMMKt%Qzw@YpGm_Ng0!_0Xh z`XO`<;s!Q>_P>eR+Fc@Rlq*V9OCoP$OkVt6u%y^cBFw5p9DoXGAw%e9vFFgY*(IM) zApZ{@0~JP}-QcQLsd=O!-<*|$%biA84XB&hXr(B*n!8ICYX7Wtg^*H_j&j`RdHWf~ z9QoDm)EE!sjo_0$3=Cr#x!&}2YmtrkFKzO0ZuNKthzCm+t$sT$&E}&L%vdbHeq1M( z=AGVa0+!L-4Jx5Vhxwdr#mT@wWBj)9CkyRo=Bl`#UO&5?0N{zkr#o!WMLI&h6Cn+1 zf6oc`3kj%yQbn*MUb1n(u>GT{eNn!ra@}OPheZz#cMp$tj_q^mDjFN(U+VUumZHz( z_V^S+?RRcXFQ7DX9!cL)x@jH$ce9SsvOMz=_8i-3RdbvJNr%9n)dz4VtEG)QMR9&D zN@;yQ`Yd<)qoXsGd<mP|IOq6RTX4t2ikjx;s+zuJGd4n<{-p7$>IVMu=`s}>@haJ$#;dox&8VsO3sf_O zyXULyV{;R&Z&2yNa`9M10#3pA@YPbovX{x9+SAB9QXK1|sc#VnXCyA)JrO)-l!f3B z9coZQP~=78MT{`9V!9#2rF?uLKl@wypZ|LSR9T1>vvS5i9=Mer4h?G2$R!zKrYHP9l!PUh6kw6gVE9t7M;*5t5n02h2HSo zxksODtiYbi=hy+8@~EIyI_;Irgq0B4Zm9vIfR zi%(Vb+vbK?QoZ6n1Gxzg3@(n(`#i@1#ob97af7`rND`=OIgoTs0brY$bMNdu3O-t} z;Uv;Pz-3n9<)e#5et@MeTvlZf$Zf5a<~FS_19TSn-9A8MN)I<||E(i5JL;gU0r>?? zf&ZOfx3~NI`_BjL#>8BfkHZ+{r+jAN|7^M09;5j4yV1$dd8PS=Oqb8WJVq847NYE> zE<5Xs4vJacjpIpo?-KA*JXCX^7$Ox^PucK0sn8)EkM44Ty`9 zIb*u=36h=b*^kg^>F!iF06K6|bVV;l6A}pZEiK1?e&-~KTPQ<0HdLzyKJ&wUo}2%hO{XjD;jp7EX+(zJ@mJ3_cR^YpwR&yBKL~g z+LoWL$XxiNn$&zN@YH%Uxf;`Tq1B+#f2mfi*d)!Q7i9;YKX~F0*loQ6x6I~j!6{jx zaEwe78%Ju=E7+%G%g7;g-v%b4po}3HV0d|;9#gcP-_gvYZomoDY`)`vKS%#k*P6lr z`fRCQ2*e@qeOx%~VM^lmnT6A8s29-n@Fe|0_&4~XzP|0t>Y_&acVsXSoB-C$eI4hcrSgU!i$t`jTJrzhrp`4SXkT&eZ#z z7aDWFKiMiDSa0%H{X(a8y2|+UAgq{6l!~U*Tsoa6QV0)|j53R0g7#C--AxVh&Or2l z;_<(={|IL?+jZjNVk4=28Ox=nJ@IRn2Dx8&au)vNoL6j;Yy6n7{#xPImD7~ihZJe& zT+5Us6%sqt$~KXHwU)Xw`8>_?uaOsCPpXxMO?~={_uuE`H!qr53QCXc(>)CRe*a`| z{)+!U-4w&-nysT|u7C}h)r>3)7w47aP-heAs~)nP0lORL=PCc@j{7>Cc}Kug5DwZemS8Gg_LYzqdI?`H$pKC*^E% zmA)Q^6H-|FrjevqV8;VBe8W6`_QoePBVNUb$(&tYJR;l>66DoL{p-QLp_*t*#NBxx zef4nMGw0}-ozX+!h;}JqrRy@g_$LcYaaeF&S~OY4swJN`}yIiJ;FVe5XeKK zP!8uZU(#SbHb_R6%{Aycn=!qTIx(EsZ0||`7Dd9z$haEJIeS>O#cAeobx2l6$buv?cl42Q&3^FG2lW;09KDUxv zmXMDl+qDeVY^qkA%)Ed0GGPy8KS)OM_lar6HGSF2Y!xM=wW>rLwW~*JzIt+p!RU&L zdPMKTf-;wk@&Vbj_wZ}s_gK`{j-yUdDqqmL#XT+KxF$i= z$thyNL`q=(W!&-xVQzF%rh*dJxiV2Qz$|Uai$mGt7d-6z9Nits z=qPYBB}a%f6Yv%mlRv*>DNUk1U;rV!7Fh6*PGC}}53l5dCg`)N4%$e1iTe5ZabW;k zG=2`>I36CK3+PYOQVQikm}Rs1m6$GQwkY}edVCg|({pksUT|>>#7MjPY{_mV*@6ji z1qGlNc>hCDQFHS+CilK-KOPO~h9KZO5CJT6p}M688;&(O z?O>l()4d30bvf%mnB>J6Hb^bOzE;H?4v^ho-vKDKes%}fl=c`oFwjDt+(?6T>&UYd z4^zX&iI?qd9&(qM8LGxKyY4?^g;X^Hem!SEnM(^dsff$0ETAPuc>1Wwn@0b#{@#UlMi*TY(tyoJvF z{Lw#;G1xpFE9e6{EuxXZ9D}tLLV|cvO_enxvuUx`c+KPa=HiE%+N~`A10|Vl8Or1S z4}V;p)dvn|{_4}-3HkO^+V|v&(qCz_E7Vz3$%VS#Be$Z?k-mPc9$nmv>f{s22F8)U zz^vag&*4*+n||NU3Vx%9GrGC8PAkmeTe>ZUOhKpfH|ZTs>?gJSo6TvD57<4}xf|SV z;=OXs-pAvq?}@twTFXSQr{bvQc&=k_Hs|H}9q-zS7Vm5KF#2qCLh*yLOxZSI@z(-n zueBTI>cjn8c=#fv!hgE+$4ISVv31X4RP>S$*mn$Gi)n0jDH!ieM%h|MqS~IO%$B8D zT~{BuF2s%#6uL;ca61HwQ+8|HkQ`W-6t65|^)a_qeG6GX^35488|Lb|R)An3LIc%> z!V+1YGC=~R6fdgh-c!^=JdA{>A;cOrGK#88QXbV){KpT(iX$41&*?#Ui5K~MEy>HG zfls75^vMkH7JOg=PFWO4Z^G|*VzCjgdy0l0c=`L$C!W@P=S?AFnTHoEn(O1}Mdrn6 zVWr#O)VsjYzc&dJEDe4>?kZe=xUuMYJom;_Scu=kB_P3AAv#a=BBn_$tK@j3<}-H_ za>D?3?_Ko_wv^5RE5taVSG@4LO|pO!Oto)Gl07Knhn@ef9Is`8eXRWbsi%^c?^=Op zB!R~ge!c-0w)Rw%$U{UsNI{eVtHJpolS?${dHJN1^l8IWQJU5y3{(oMG2dxp z9}Yun21`Ur;BZ7M2&88S%`{ypSk(0Rx`_r`XvOL%suR-_ZWv`-JmyeeMqR9~Z2CSi zAynMsIllJj@AqvdML<)+MoWN0BXg(Ac+)GMCkoHg0V4DOH8OGl$MqPo5KCh z>71N+P*k~kc-S<#>KK#X@{JaXo(nyLOaQ|m@mKIsaP#=3&P^DjN&eWf7epuD{v1Ov zs4Tx<036quSy{kzeG(!LSd(N9K!$EKq3XQ27IS5?+260Ub);mJQQ+GfF0Q5cz21$V zve7J`qHJ%77iWw1i}%ONX7uGJz%WqFN5#WWOugkYAW+8|wZ?HT?$gN6$&8@w{Ecq; z1GV~C7>0skZvPrFVP5_cbuOr0jm@Q`+|I|#)02&%?J;_PM5bkMc?)F!oD_42zGYoL zArhI9ozsKgQIWw%Tv5iQqD6+~=DJu3j0!B*{!_@8s%q*osH&9VJlj_9Oii?xY&Yti z=VV`!)lQrT`-Ju{8}b?t+R-Rvd^b8OzHX)2^Vzd>f$pfZ(>~^)Q|0H*Ve_~d7R0YM z#xzeG(y0VWEO^NU|5i4nn8*NO&Bff*oT#E>p#Ps$rfbI$pJ-frsjC7PCy~z&G(!jk z1o;Vgu$=av&+v94XKHpLrh|jIK>c8!AToVp@0l3eKmU`>zuAND+>!Ge_49uE9rF<# zPtm@|hkMTyN59HIk=B}x?~aVk&SPL|L`(3bmDFtiX2@3P@%|l0}m2` z2)+%q`cwWV_Y#COflkX`Xb^)amwfF~)%~v_Z&t)&FJp2K>@8OPT2`sG*AqZgQs)zb zO+>C*j}@bi5)ipmm>GoSUzaZ+u{7WNXmnltHnwPV^ehj7<(jgFZHg}EEP>%or75)* zK+(_Lc!ancy~;~>lf%cDPs4O}57fK7bzYwMewVIO1v2!^_xZ(`x!{f8z%6t18t-^G zKG|%SobTwz#-|jpw?26?tt1al-e8ix$-mRGzAdj6u)lFFT_hS+oqp#X)7x&|JCSTm zoro)Drnws1edPf;=Ec@TXL3pS6S<5U>UC-^LNEH2LIgxN12Di2yW@+i&d}>2h_0<$ zBdbRft?S&b=+r*DGXrZD&9WtXQfdpgEPT6aH3vL>%nvuSP6~fFrY$w|8KHtS)p9zT ziYje$XjqIaCLha-M_PYU7qZErPX3^}dhf@=po~&|3(r7p>&ob2pY5ru%*e`1X}W6f z%F1=lID1rY^t9)Y;*70Ca_O+Z)X8C=NbpGnmlTc!V6mF7^k5L3;$gFL02X8EY=|yq z`+Dz|8%zg`b$mfg$UxZV$2ZZT$|?|;sa)bOE>&pYC?ggUNYH%=!Gygsul?n?Hkd}$ zp*N4Q@uV@ojLxO~aUz_H3j~JqrZ4Vq86!u7DrV1l4$EEL>@*WQ_%*sb@5w5D7};yG zl$Esqh=>Z*(eM}4jT2AmB-^|kfLj(4aTuXjXiGFf|x>Cs&V|RS+S_@}dQgxcrN6;eu?TZ($gX zZf0x6GP&J9AN=kKY%Vtg1W$dkYd zrR{R75{<}7=HaHd(x1tF6_-M*YRLzh{`vI8mCdN=*}$pV{~}@vGK{h)uvM{ zfC*8f32vP=jhCoyap*1o*72pXt%IPA<-Y55gC3G=@}oPBTuV!3OD?X?j1}oy?&d=L zw=(*#Wyy0!y`0>ib>+>=k7t>efAz4d7Da4Xa%=NzUMbFLPm^)I&aMJe8`l=srgS?Q zl*>3%6L1;aSt~0m#)&r(k?bmed@q-OuremmT;7djSvc1RVjyuao-|t$(-W+6QA%wKX+_lu%q{$?jA6 z?l{rtczJR80X8g>xr*1Kmt)?}&cwt7;10n*;p{RD;#=|4Xsy%jYfde)w^~1j?MhwY zMRT8Z9;IihFS{%FfC-(d)j#`84g@XAmT*|5qnY31)H;QM6LRY=xzXFT+_l6aJ>y3r zfWKk>%={(6L`l4)KS3O-ES)n?9{W6==FtGxNM?S^>ac@UyA6@G-4dTz4KB)xi#bV# z9E6mE|70mAYCf^ae-${2E~{3UUwQOJ(|m^bTNOddi#CB@vn!}|HamM7%#aI@Wz$b@ z2%baI(OF|(*{9SJtRpYp5G6|^Je|n3n(qSJ-huCALh61|2r?AH8-}pLsfQOD8>{f- zeX|T*YH;IT_|-pZ>z`p6_PW!NhiF^1=OlfyXxO^`-*9&eV0%YK5*7Owci@;nLr__O zW9+DhbBo67w@Ljnr}&A85%uheeqos)@Q3e9!uOudG_ng) z#DBKhnb^p-loa(=ob5uJQacenmFbxl)%*T_jY&F2DuqQuO!uUsmG%p=PL?K*%7vt# z|1&(X@?JHls?z>B7d%aFJs!M28Su}^sPGlssnpfk^=zJOALgf{mQbpd)R(FVREsI` z?tGHCSlL`c@-?CP!=2|RJKWSxXr8@r-rw#0vyfJ)8zg5UxIi5{>jZt1H@lR9P@7Q{%h011E|=#b6!pn$NyGOM%+tEYbMBc zSt~Bi9@MBY59Wky#9dudUWbkJ{f&pR87byxVHa-X!z&feE2Fui?)QuN9+{V#+mTf0 zKoB+2!6pGmUd|_B8^7g}_Hm`~rwZ>#<^CK5JT6$WGuaAS7$+*;Qz=-#H2NdMB~Box z8}Xos>vkj!268np_LGj)yDzw@5QD2@v$gCCBU)GMAnc>J|IKQFyQF%(-Zm|?Mh-#C z@2OZo;;g5!aE(gpFcRkfh!ZU#!Q&ij+ZS8&F7Gy!2n({&!hoSz8B56@#(s}PLa;Q2 zF=vcpm=h9x#Lu8Y9qhk^1X_jxu_Aa_URk3|p+#BvP4$b@LiF%JjBsJD4o;XR$!{)? z$@uO=A>@l7Bc(9?HuJK+gl&Wy&kM2UAon(YBc_huX*o~*|GX%+jy^W@utc>%-^_Y( z{pRnZKN-wA9KZ@GWDaRF`yVfOfFdVdY&^Pj&*e1-(>qb}{6@;OEHSqGk%!y!k>xFB zTT%8i6x0_kJs`L6f36h87UHl><|I|!T*Ot1B_t3~$atXaR&jj#nQ5VgxuM}K{WqnU z+tETfnX9dG^7$l}GS_@OXBQ)fT<8t9Ag<8Y`3pdI182=^(-OpgmH}B8J3Zv|Au~Q@ zkf*!9+JG8&4C=V6C{>iAlI@+HTN&Fwe)v|6<&x-CQ0Hk!J#Q`7t{#NiKMYFSQfnOr zHA}U)qG6}Ymo9nwjc-MH(!E_hpqrM}faq-O$!kojHA`@xYuW4&XJ~sUdGUS$#kiFH zZrlF8FUlf0|Ahn&QnGch(J}RB=Bc}1V;o>p<{CJnjr%MsK5&}uWe)g+Fgkx*%5WKV zOXnl+H(yr%vSEtUFEy}^1Q@5SnyqX>;r=bIVYKF@r8AKC*U4_CqwdaB28gMdIjg2a zW?gOVHmEUYS6y2lj>s0Qt*r%?8c(?=aeTUPg@FA?oN@7Ru3m(XB~^MpyCl4?FG`*~ zU*(g^zyCR%Pb2*^0q@ypMy~Z}sV6-FR>;l2P8CL*4dZJz0LM~rKl5>a0j0bBZVbqn z^bhn4Ax;0uhBH$j%5u?FH8mly)JV{=j?$$$?kZ`#b4~TytPS=Zu z2CY*aU%-aE?hEDF8-KI(*m_If3p7eE17|TJcWeD$m(uZ?>tUzsvy+3# zlkK{IyunA0tVzcBTOjCK#CnyPM=+dLbmRM$cloXBg(TyOhQu_<@uc$X9S@m`MKRJx znDCoGxPZ#b`&lT6*M4(@^W8R4yy%_G+vfTj(v6(9R*zs$9PMJpY-w%MKPS7h=64MK zIysy?iLp4@n$!zB9`;*x=H~X0@qRb@A^r3fCBMCZlOv_*b@?__EY?U=<>Mpt1L%Xu zw8qAdvP|{S1%+KH+Fg{wr4N~oH26@83X68m7+(yA zL67XonR$aN<`a)-#MI`@=25`m;MiXMjDx@bGU)3B1gw{j6mMvycf56$=(yK*X43Oy z`($rv&*RC#T&XM*;Lp(HCJ)TH#qmVa-^rYJr{~JZ{5`_1flaBXuM*+EliWYowlFp} zHxf#~(;=a{@1dwq*cYN?8Xckz1&tE$eJDhPU<+mg^FAn_s09wa`jj~@fhC?B4^~&f zYh-9Zke#JoqZOrl&(s*%gDymRstipVK;dem<)?Nzg)26A(V^sxf9u;uVz2(Xi4p+9hQuqt!{8xO1jJb&b3i58GHbFL5xUHFb{{t zg5!%Eoj^Em7qFxK^=j0BLxp;ZdaD3%@e}~^@RCNj&Sor-5qW?V?U@?)d|;_}Fx>s< z3rYTXaq=X;l7gx^NKPc${B1Tl_;aEhUpi_SDKJ7BW2z zj;k$9|8E3FMKb8cY2Auqf7s58`-c{A->-|R=d(YbWrb_Nj2_A+UxHZw&^Pqn>%j&b zHFquiwlUa={Tk}xt!HCLFwDC-|7^t$kq7dzAbOv<)4^fUI}dyy%lm*{_(MtdD|Wz^ zA{d^j5a4w(;XmrxIIh^ayY5R8=(d#A!#&|oz+u$8+{??#QwV)?RVH=k`Uk|PWG4{J zUDIx_Iean+K1HNYbk7DF{SU+-Etk!@bbmP4O!_WOJd;!OeU4BaT$vE#__Wi!w1C#W z5K$rfs{HO~x%s8W=okq_dHLQdQzo|S5BgP04dR)4Dtk77O$vf^X_E-zPsFNyBi&ipHJQKK2d4@LK7YFRlQ;32;R+*(VR! zid(ecu*2=C^FBwPq(2E1Q3AKOU2qV%4>{q|dF@GZzc5aa9i zsBEqWJXeLCUzR5?l@6D*3*4W0$z6_VJ-O9-G}HY6IScqt%Pw_({{GGN^=_U%TMKqs z%TBJ=v;dg?#DzhRZo2M@;xo^~#fkRQHO9+}Q=pX{Wt(RY;N@8ge!lblm-_cCQNV`@ zG47iq8BQy&ZQUw5N^XbR>;{=lf`icCSgS{>uHl$l z(bl2nWlQj;hWY@-EYRv;PbZiA`zhpCxM7C&Ev>4q`=Mq z$NO-7xUGFBe|~iBp^!+la$kW2Q6*u{NMzE)dITfSMZ@pc$b7}BdmRgQFXqRa{gi%Aq($21 zv5VD^NO6K<30@g%d)>FLG#M^QN1L~NMjT}LW_ZX?#$z%1*uwm22}%*z37U#zY8HN7 z9S<w(!0Wls-flOC^wm)gJ0Hn4|2q76Mr0aSaMbUA7DxTA z0DN=}RLBSHZ3P@Jm92UjYl&~FOw0BaPCH_UZQi~s6}sf*Tk2KtMdagW5Ao^|Qe{z5 zwN7G9TpInyxvM;M<)e%ezWv6INHhj3RPkhH&={n4awBy+AtXJl`Z)-vuB~;hhmdez zUi+WpjK=6``Ms$mA}Wf8CeGOUt9r@=Lo$qBz0|kKLE)mgg0f>Z=j#%UrlqZa3=;Ou znAo=k<3AfygHwkIwp6B+N>)fNTI_qA$XhmE66d&e2=nbnN4H^bWK7Q(%Af;BZ2D-v z8YAzJMjWTrPgUIM+=E=zMCB8Ci`c@sAR~`#rge8k(s?(3_%gjnnT9nd zvg7SjN@HD&h3zBBnyv?Gq-g<2tD1cqm+r-1_Y@8jczc9t;+|}wm>{@9uIp^2H8=lU zv<}q*_{>LW-sHb4f2C8S)}9h2*fDT?K3$fkK=AV{yg|xrx_eN?asw2J%zM>`ux`6a zh?HnD%1^(irUTop+G`Tsd)D$8k@Jler(vFYv49qa9V??OdX;ri_@WbV3?0)9$Isd% zFr9R~0~_c*a6PEy=+;s3qDeV}Uk)3}{g)jD`$j91c^YZ%_kA9rCxTT|T+CMX!-vnu&nEM~^&0`CJkLt%`)KkxA>GODi@g5H9 z_Q1^y7bl5N`mZWnAKsWB02~GW&6$}Glg{3aX29pV z11uNx6dnHW1>l9|$Pe5X7c<@(S(yOEF|uS34VHXm)^*W^8IS-Qj?CezX=z+9u0(cO zi^*Ergf*$+9ZH?3?54SRCWs2`j;@}50qPY_KJ6*gyK5Tks;_WCkcWu`i2~MiiCR;!rKqo!B@r9$g}Jd) zmM3qk1*M8d#&>@KsBd^cQe0DeEAMTh9AxQMs zYat-uE*mEqihBOpJT7N4ty67GJt3Zg1YV%7Zgq9Z97+|a-`PH#u zSB%u47wkVGBI(wQ{U1poT6`3VO@(xu`|=&%nMq3iPD z{HKIEh9JK(3%;?fjz7~eiVoh!z(>8zv-`Iy>v&iEcyaW2Z#2~V{2Zayd)39$x3a!2 zp0Ned6>zkpwAT?KF8HCRqPjOcj>FFV&1P}TOFT< zn#XFm4FzRy-c0Gc*3~7RJv%cUqf~O9y4vI)!@51Q(bX-<$;`0YyzwUqC>3@mqghA& ztA{e?utYXP^;=e2kTT)s=Ekgh%hH^Q96zE9YS>LJqlmE>taW={%It?|IB&G|*Y7(D zoe1PNNJLZ*t+fF@5f@&>%0RL42uVn^txUG7Uq(@DSuj|KTsDYGa$<$>(-aQ+`Jbi3 zlLw3C_q&p^zmRzubR7z}9KJYCr7#>Z@Q+0vF^_vYo95P-il6tS#J1oO4)mO)H#8_7 z9%y;Od${ra|M7I*@l?O>A3s(dl8|w1%HCveia17`9C5N`?^QM#S%<>0SK-Jy_RJ_kF17z7G$433&q0z7FFlt%SmI3-rccNxl&a>G%T|GrqJ>D^cS?97 zVtEpfl#GBNh^OV%t337?aSKT|>zc}jiB+>ttIeN2{yV97A|R4NkUg&v$a1{v6aDwr z)g)V$LRdVA@+pkf3SJLmhgx#o5O$5HwN>RKffSwih{qOwZDcV>tz4I>%;t_&&AE+s z?H4nXnGBVhOQS1pAC*t-~g9jyL{#(f7$wPKU4=EU7UBIc|t z3m@hkBvAXOL1GUXlV#G>rh8G$eIlA8UB)TLq0 zZ3UEZ{a#ua+A6w4S_#Fb1hl`TBnuA{8>%(#7SM^U36WQpca~s;b{#21uH?R8+yAi- zs}>AHR^xiT{Jt$USSh#h`t?aSO4U`s++3qnM-GEN zgC4)@Q}jduFRcRy_A?n}+}fvGgeoQDE)FWTNU``-|JCcNK(YKn?v<#GzFNwT3q$|R zx>nxS47drFbM}>!e=6^o)|z*W*IcKamWv7V$M&#Q`M`@=7Tmp_a zu81=7ji7Gu@~z%#!J)V#jdmc%z#uAj;iZ-RHe8b1Nalwq=a~~;+aX&{tSC&b$Kn0r zd7p?9lbee~Rsy)os-7*8{N8ZxHL9(LUZX9Hq)ds(VwJZ^vpUSEN^`YAL*HFnv=+uS zte(SgXyldN{j_Z)a{9X@+9RtdW2LMt;6JUVos%En*YFH9b)M{lgp0D@Rm7Qp!^9g~ zw0OMOAo@~XO$91dd?V5tUXrA2D%rPGUC}wv@17Vd?d^T<=xGxywZ`Zn)JBCSh6F->%Tn14mbrte&&YFjexn{2Vh?dUPIo{yX$)`Eo}7?0_|B zGsM{$+y<1@SC>vX`_R?>jt>1db9Fd&<#LTOLYUUg^(J`mTxBm`&|3svIiDRY-4I+( z`l5E)H)TjT^|ePOzNA{L{X_HL{pCMyBe&!djOchCIFEVBjilMgzoohRR-IO^NYlpL zuI*E8Uoy3qc$=FJ3B)?LoV|}f87?QEqvDx>92TctxIrl4~@f#6Wi{wzFVSk4~ zs6d7MO=wdIX|Jtr;XhkTjMddvym>`?{LmSzx~Ly8VnM7yK0z*YlSFGrlJZuO__T@x z4(h5=geS4;Ywu%xBf(9`$cIanV7KR^fnv!?jTrF49I)FrGxXy~`y$!FtQOt(eudySJ3da2miBzTB@J}qA z`tHMh1olEezOJDRg>X;CQr^*h41rNd->mELVLVdUJ^2%%dIdHjdw+*(E5MoO`2`Wj zv#Oao*NeZuK!gOqQLNBOYK7$j%1{(8t>zN>mgn)ljGjrFM#O*M4hM61?Y!H!D)8X&nYb!+e|he8 z!Kah<0hd90arj#K5RgIVhn$)KY*V3Zu8#7b-!|w{*CV?+b=Pvip||ElVfCL97}vnk z5)PJtxZK5A7YZ1_n@Ehn3XA9SZCiHgzcwx|fy8$?2Hb@L!UQM_I!TWCCj13FAp?nT zpgkOtxBWU_iS(akjq%^(_sTa3JC~O=lZ(coR6RLI8pbyw$_i_;U0Q$hyvy{gid7OKGagHode+XXlq^;B4(dvknsA zYGBO1*y79n^AWksG5fQF?x6gxcTNYn5bm>h~Y}eC6}b ztF0<_AJ(OgdFF-ZP9vv!P51T)4NzVy;k+tGz2or%8%?)c1}!ag%see30vJyU&QQVZE2_Hzj(zJWF=Jb zUE}jd7H4gDp5xrxeVq>uLXHa+MxH-EEwEh+G|#eCzUmu$y8j&ek*D)-Jp!6xJA1kG zG(n@OAIqOwmQ0?ZE|^W#N=?Rxq-n7=Ng4QfVhUMl6DMMy3@{Y5Dp7IbuOixhX0JCN5ruIgnE~*$MYf} z54vyup)(S5-rsS~!hagJo)Ozf2%r3duD%@G{pCa3sA6NRN~Yr!(=d&I2zWeH^eZHlZoujOM#z%+DcXkyJnnSriB2INDj=mw_t6P)QE2fTZ zQjWsSlal~5 zEn0Q$|BPcL($2J1X$H@h+D33fV`s{j8#ePmS(esqpQavibs0QU15$T&6`SHcnmnG3 zq16Wgm+^)4>L!WrQ)ILVUhZBTolhJt*wxMM_^$H~#P>Arbz6EUW=dtAn{>tan@NPYp8GH`2wgioWI-+9I`E{H)Le# zkO=~2MRAl=)(CGbFfaZf=>{|`>zZ%J0f1%07IJ)xiRpg7C*U}V#|euF(+~CiyErQ= zbCJqIz~>v|3S!cK$sF%Q}-w`lL^ z==L@&RXXck!}Y`W!svJX7mY0Bb=Tc@D+l!+ptNsRD2(dAQ{29*2*z*Z>R@q0B5j) zST?^zIpZ_dnCQ3?2}2y z(n#9h`y&MXaP|?xe%C4Ic8%d1t|_4>?jdKmvmf4MMvL0%H)?wfEAh0~s4!AxS9~H`p1HZmo6?(xWe<2@} zv^z@!J$16O|J;w3NhE?>awYNC^(iEPXZy*?w_p2BY>n63jjHBZ$=fs(=?gY`JoohK zmRzQIOE~j#nL8B%4mWV}P4w~SU`~k6X6k)jp33QIk_u!5i7a2fbJ0Jn(hEnGCzHiQ zK_6#W4$=@tl5*2nl@ah^K^a?*v_WXXNrLJc_8Ic9fVV7;sjdB-k{5d|+LrsU`~$^1 zCJxVgO~fi0mhlG0z3*wlrlGgv__`wrCx|JpbrBP=4?QR6pN5iUKF1xlAj2dkwq8-a zG75vNrY4D_9y`C8&~(0g9%IC+1qrJ@q!+(p4^!cP11BwQ2BWU<0~2KG8-#Og*EbIB zl#!S3;8Z$7YMDvNVoI4A)H)2sG`HhK&8^~74WSZmk(=?9cW7+Fjkv^AGb*1Gv{4LH z73NH9mLrcPOWYcg^H3Zm!@GT&RT5oBiv*v^>L0v1L)TBB;JEs0k=SW9VIH(*g0xuG`5_l{0r0g69V4HUMb3d&aPCoOpwStTdic{ zG;FGu>5PsFAGYJ*HlZ4H`Al)l+w~z4Mm>qE^dJy}h=3sAOz9Tz82=Ll^fT(E@X!R9 zUKn0VHzzy?@1ms>Dm6M^Y_AuV&tc{%DjLs?(}T_bZdJ0{Csw3 z9jqO+;hDCXhq!E!E!u6gSXXmJ87LAsHA!^&NO`j~O_z9&7H-xqgR4Ul#{cR#D{E^C z0CBv6PmlEUC~n<4Snd>wTFKGo zsy7<;0?Coq$%K?oB^v@a(c>uCB>->+cpj_q`FaHnGs{Eo47 zW2ZkP7x05b9OHf1G@7oHjrd>4@*89%;L;hHTI!&?!fj24HYYq6#!nnx*w1(}kIJeU zYl9J~E-a7FjdkxA)=41zXT(7pX^Mqdydz^EYSdU$fnfETRU> zp}O1zYkSrb^{4EBV_9&tJ!OCg3jBXoZXwoJsrzqk;+a$wVTsmImR<%Le|eejP}hG zFTlNoi%d!J1Rx8~G|Yp|xq+>>;?&}cT1ng{10gS46Pd&mEFTBw(7mDB%ip1w>n~W_ zZMxVIgAGjrAxDuWo)j~VY34QJUG<40#AC-Dm!bGY5t0>Oy{d*v@+Yst3!X`^T#Vp1 z9Wd!g1kEFg`~$Xy@5dh+*A3h16?q(p{Zom06GG<6{!-UJEzj5G=HW@d`nmcr{b=*S zz@%VWgU9Y_`xaiGo!XwZPKf;j?~QC@V#@oG1QbCQcaArHYdQ!;a)zxBRLquyp3H>e zq?rv1s8Oy5`?7i4GvONLmG#7w5442@^4@Fi-Wk(Nd_7r#UQ^gaI6e3BSA0D&?)UfC zx6Qr*ZG&e8f(7S)zpot!NU$bUqDG2W{?=K93BPFD2ZaW)`y*3IJGk|9PhQz?mS%fj*az?1A zthoe(fI_j*arj{P6RxV}H&H9LeMi7(%`Y-o!TSq1#tL}L+jx%(M9=7LxzI5L+<2*P zlB?+z7MynO+;7XJ_MLT;kohK#*oGeI+B;QK*^(KFQV=z0#1|Cf8bWH;Ocr%Y!WACg-&ZD`!3lHZd8C14f+mj!I&w;Y$14PRa`n%;jnkk z=aYKOa4ppGv&O#qFZgSXyAaWPQJjgS?1LHWGH)g5d%VrMWvj~A$%TgGg3c$r7kS3= z<{DXewAyE5CV@CespVpNzw6ekUT_6L_R_Vc>4!4FH^J@WtCzkV%N=b3G`%D4;d&`= zxlCdqZ<#bxnyU!?(5ht^WuwHA84r1{-g_GpBWe+4pb*^Mb%wA*p2AnT?!rG%H2 zsX?vcQm6f*2HI48t%MR#=@Q~;khh1sihsESHb*|3kGyf2du37Ztl|NO+bA?4iF&TS zrmJ!BPSq)e8_+Vg{UGV>-spe_T29KV;@{IIT8<%^tVcX~Pi~kZ4BM>yJ9as48VeM?dr+hX-!7YRLZ(_~m?dfe ztLk#Y*PR{Druogbpv%8n?FI)vY@Ci8^1^DGR2$75tu>y({AN`bqw*G=zPohT#{Gb= z)}}OCc~q?(q4q@T-k;VLK$TRl4pjdcY~s(?o?2YtkFAai*{+IaSzKJ)QI$ad62LV7 z=(YKVt^aoS{h2d1HpQX*;M1SE4-0pmF>C|)RCt$tM%Lw(wG>AfFGm9^LA0#lxoNzm z4zGFi)2Qk+cm+?ooee*ZR?V`AYS=%4^3FA@x?i8WQO<;nHVh#y zk``hBr}O7fl~0VID#lDXTeVJ=@-I2myUb5R1!rmm`vtL*rZ+a6A6Y{nY9&cocVN!A zqXOdxpn;{1bbJ?AP*PUL&;M)zB4%NgpP(*y_pOgPS!A^hm0HQ_H3Hu7ScXPzoFpMR zwIwdSlvCX6Gu%3Ic!3^w6NVv7K-b3_Qjmm zR-dYv8me8xdSs;9n zOtOOfSAb9genH){=V#%f=t&>BY&ge!ZsK8sq0DS?Ra=)@h z#*ZI+H0pW22)kGkkH@FJ4sf{wm*%RqMij8mcXU+dXY`1;K=$ zaAe<5Z9Ov+M20@c8zO3sgy_?#=h4IN;ssmnKuD~J+_^zQEA@R*GHSP0uukGe@7wu( zpog_lus3Yw<3K=(e556PkVtidpJj7^VN?hTuj&SE|3>9OeZIw1c)g@#@cH`)baF&; zj0`xU74XXKpYF>yr4OCE$laSB3O|}WstagmB_{CRtE-D&#dBkSAB`zp4L<2m69bpH zym5cK(%W1bQAnh0B~w617G8CQNCoM+d`3Y*p<{|J_?Fwm#*l#7acQipdwlr4JNG(U z$Zw89jQDAM{?)<*A1+$kz4(3$7jh7w20kbBcx}a>e;vDWh?t#c*0nXO9>4oi>^+&! zE+RO!c2Dq|nSg&n=i~sZDl&WSKM=%k-7SChC+y+5RrWc zb|#lM^7G+gxx~=reCWTb&Wop=w!aq)Xs}vq*SkkvmgpeMHl02Orl<;dvy(+qb(hyN zPZM@t@qW7;+_ih-^0UHS2?m165!Y_-jU?Z2N@$Om554GRyKGhd!`9BO6PYo}ZO77x z62kVaj^7X|kqi^`J~P!U&WdOXj4@D4+79?+ops~$*9Mn(%XrHKF??i&U4-%7 zlKL&gVfYcJeWd!4qtNm72v+V$xbdicll$^%aFtOxN#0O7+`05k4^)d7e*5jH!v}}x zlgq6RBh8m-Zz)dQ1&Fz-9xwvB*t29>bplQ4o;24w!7(;PxeSf?2_ z;XGEQ-CNSMcGu4i>M#Bob+&2^Or3BF#Em~w%CpxR1SurIcElBBjnE;Hu5J`UGd5`J z@FsL(^zLAy1Yc{$@sHZA4;-q2@xN21Q`)-L} z3FsLnP60?W)%*L--rN;#O9YWi>;hTwmHXiYkVr}-a?_sx65rS3Yo<(2d9DAD7mL=P z@f>6yJ0dLdV(xDg#2Kb#ot1-`$y<@bHcjM6p(#UMMH>snC)kZN&TcS5`|t#mk5Q!W zNcu5+91jc(q-n^CrbA!|yK`0EW=0nmO8BY!qSN$Kt-SL{m;E15Ve+2@91DB(5K9Ht z`O0;_%3+E0J44>d>0otnn^FI+{HO%KaVQ{ zOGBEdv}Ap`{4oGoV^7swlhMAH@=5FS$Aa}8&Yuwg)Rd_+A^7iyd&u_BpFj8Z1Y>QM zU+~#f9)uq5yq`SZ1E+htA^#k%%3Vja+46lrh#%=XbDb~7054voejj+N(Z|~Y=!dhU zMkc1Gx?tql_>t+DHvv1e2dtoI)S3HD%bfOU+@DHu83C2}d z^Q)Dob5c?z)594qv4e=%d{!!QE0v<4d|)m#4c;IPBn zki)AN&GZyqyL&k0#n8|iJY)?hSQ4O0_e$L$L$B9Qp%~3zJ@N4B=dG(X>Cj0`cI7s> z0XVr%L}dRMk(gt3L*}6n*u$r2OcfIC0lS|Y9nj%ta zyL-qwQ{)6d6|w&`8}n71$#E|4NJG{5(IPaMh8{e4Tz3a#4alm7JFNEGKSj)-f~^8xRB{s=>x}O+J>IA?OAhU-e9@*A9?w5m7D%~ z+s$pmg9RCniVuC_%Htg1IEV@m%N)f&UcR9x%pLdk?UEUt2tGYtqY3!$b{7*yBIXZ5 z_wyy?_Wfxd$L}-m+1tK@&_`K*oJ6`Vqlj;hC!9`+X7ilIsA znH@(mY$y7s?r?sog;9FlJKR<-PlGMsl?`qn0G4Ld_RCaSck(>Q?cR;M4|w|^rUSM7g`47uHjimOB;I3v z4U_=AZ>Sl6cTAw5AnN%aO9xxDeQrW05Gk7;uB`^s&-S)@YQ&XF|0m7X>XlFOKFglH zKf~{COPS`tZ9SY({6yQ-zG(loFwiAuyXZK$$fMsjL8gJE_2~P$+0)a;0T4qM|7fXKlBouSQckz8QcJO@bvF_U4`I;;Jlmrd|GQw zP4Mw|+YztgNm;e#Nyn!D7?7_hJMz!~!L}}k79X{3H-Ew0RK~x2OK@l{d^t#hyK}28 zt^iEbS-3wZ-{yQ3lRm1E-PN{sQiZT*WN69ajWr!3E8`2^z)jGzjkx+oSEk$4{hlyl z2z!x_nKXIt>yXoXd>_Hk17LE(KnKv=yF^AD3C0vB3C8H?Xh@i&`qm|sFx{eClhF+Zo4Rue z^4{mIC*P+$4QTS{XL$#Ezu0=;%L&k40DU! zIwD70d>aIU*XdT#Ntwm8yb6B6Cp3hBM~PZv2vtk~Yhr1yitXUAbe{+<)+ZBxd->$rVxFx@0_rZHv|~0Y z?=k9!y_}f#*kxM&hf7)SeKJE2dz17q&)h7wfZVld#)Zgt1C_RBUF&lCq8Zaj^Qj<* zD`I~>^z87;pxy6e>TG#=X)*BU()D&+u-#KDZxt4K5p5k)Y}c*tXp~hLpEYLu@I*&| zhFEgOcipxO^NaL3^EMk+URuOka?7-et8Fw58n(i0RW!Y(4(Dqz`YB1uZ2m}0w|iK& ztOx^VG^Xx`5%ghlJLKfknQw1=08Hq~xFVB^2JlLwyiaVSuA?~+HLN`V^JR_}<9?E0 ziWb$s!JEOU&SSltb;#bf`Z&SWoxunVB`eTPdlx_Fb|hj5H7Uqdm5zjv76tzp#@ zmNd9kByS-xNFm$2q#>N-?1FN7a8;`nZ{AJCGiq^RKWj#;15#aJq;=suNgCFTCYPBs7h#ees3uU@jjuCPhHdsE#;)EEJ#)G!p;5cq8DI(-5L77dd_a ztdD>Z%NO=_J9v*6vF9xI;;fIIMCd)srv&4|DXG<|Yz@fTg6wG zm2t)vVMb87RD)3&WAOAZos5`hN-op$r57JvIJzBt{SZ#-CPIXj+x%w;8>N21zpbYwP@4$oGw zb9UbS`!~qF>ZO<+nqit9D@fi8&IB@grZZe&z2Kar0|&lBkQO?yrsexw-9tx($F!E>iM2 z0^yET()tJ%78X+BU=c8Xx72Vj_k#zx|LHLpY?+v{-BuKo18Q1BK_IT=i#R+I6Jv=x znVrp~Cmyzjmq}=6?(=gA&P+Nh@&TpSG6wzXo4RP)TT#j*7!i}01t~}Ibz9=PBFr_{ zYE$9RtFzFnarxH}6|Kz{^OuxW{M}FFueguHYj%*R)hXe=j0{3eVEO(Gzl$a}jMlHM zWlonSd+3p(m|;*bJL@IsaR(Nxb^PrFSUM-5RfcFP4NYh)11ZyqZQ9?(=+G-%=&5S! za<=K~Yq`%;?E%h3BG<&+wRQGX-t4U&xbx8GkD|`;))O-Hcqew)`vEj2wcbfkR&=XG zn6ss-8vv~x*tE*OaF=8p5hZ6zc;(tc=S}lz$LIOgCDBl=ws4PVMH!h2Uso8Ut%+G6JQuGXdDQvLk)n}|b%_A|aHf@CL5Zf z!O4oUxLU!ghqrBX}^m~RwH-}wc*FmA!HNZL+-BMD3VmmGRUrYu!(jmOlFL^6SI>oTav`9 z3Z>Mbd5rVrYu=i(?09m(!9GeN9Z2jP8MEJ_+HPmSAEi@Q&l@MGyT-}-8U%U6YkdT> z5qIj@5k%b3mlIGGhA6xBqPGn+2vT7(b0`P;^t}m3bpdN*y3?mP_;oU7SKZXzIws6}10T)cNTn z#gI^mmOvVpb40Gmba|T4 zuR8|?2b-0X0O|dC-S+kC7tzsUls%Z5+<)zTE?&FSI3TKh^-jGM;bh~zzB#Vle^^%b zp}D!aqr*)i8~W}%XzM($FQd=cz_4RG)mE1EwR6LqrRZ_+BlsZ*qKKpqg;bptviU9P z&i}Rp|Qeh+X-j8#vwZmijfA3O7vCipZn`xRYR<8eb;p zQrMMG>c_`U;BP`yWa((JWi-h#T#m`_O&I%3@<6Lxl9kvo%kxc37mSZfjKuN*he{Y!%^>-<3XJlaXoo8_>9x|I-=pnKloM(W z5$zDjeY0K%Y$t(x;ys$JWF{W@QkueHPnLKSlt5iQda&8xy*NWIMvbq9mDdtY%k3w5 z`7nk(0b+pYOZ^BtySNXpL9k;sOrL2{tB-Hz2X{w_GH;>^mmFX4;t@Ex&tGb3UZsks zUn_lPvFfY?Z#G$1PfTmZqAf9Zvb(-mY*{pdE>_IOvqb{5eUOx*@$@ zi7Zce0!q`_Bl!L2{Q#KF%ZvXPa&--yU3D;AkiVTl?OG`=1HRl_b<1K~Ip$kK(nhpl zPC6r`8){rO-s9~MT~qz(KP2Kp&rqL=E*bvbE%@SG@#&f^C*&Q0wI#B>O!`?zj!mMx z#S7)iz80!Xq{=<=YeR$dnVv@!A%BCmnNZG^l~oPX1~9x9f=-=T9Yj+gLEeucRE*8?BJpS=~Ttb%yAMTCw712r&jh)y4(61Cg-TrsK6hn5rzmJ># zQ}|lxLrY6+%7d`--9KA@y8ySyk2MTjniB>Ej-@5>g@Z`6CNHO;B*3q62HSXL2Y~V8-!Lvsgv5LrKKgiI@!P%jUdz< z7|w~kq}E{PAy#y$MJyZ}gxK4C`7sfT9PunxI%t6tsbs48Oq!d&!sVr?LxYmL0}H~8qe5S+Wc6!@SlTcNWv8p0hIh}so}zUp0d zY8Q^PPQd{~Vj{-AXb9+0Wo)5++ zoGr=m$Q+zqly4$D)cF8es(cD8YqlNpQUPR3S~}f!@|xIwMK8FB>04(x>ZZC-O%FucRcwh3X@@Ikfz?b48AI`6`EO?nVFliqm}b? zk~#B6?9>e^jfTqj+s}|@^4n{i14E9<#UJlEc4YJUM5!&y^ZLMZbRh zP|lYw-R!vdY6q||fh$HjKj;@QSe|xkY`?JZ*;V`5aPU_^3TP^9A0J8FL+Z%8if7dDw|9(*q{+#o>L5C0QK5|duT05@g*yP}5 zb`Kr?{_Tqg&`%z2m(%)S}hG-&YmDa00V>RzNAHZQX&fO}?T zW-qSqWzU7#5;S1`&v1R?hLaKqzJp+cG^B~Tqu_(zo9Pxgc}ffk_|e((pz+<4UxIbh zu2R|k?_W#%Z*|wj2|XzvvAZ4F?I+$iYG(ql4Pf;=Gb5ez88CADtle-!UhCcNwIg6{ zLZHIW71j2k1HSgm-Cc(Db%nP9EZ~6tC`!z(#W*MAAW(PmnF(FgVO3Sg$;NTL>-@N% z0wV?e5Y{)1$UTc&_wj@5-4A+`&+2AB8tgUA(&pS-DEUFNfQQwi!I0;iRV?-+GXr@lc>16(8_u19{Y-`=PNBGU-!^1*xkvN3|ED`=Uko0Y@4eXSz+|i=8(J`l~ zo86l|N)PwmH8q=p{P_8el9^a_CFkFWd&m*^fGBi=6BuH9S9!IpIX118#%e)4H2AFb z`qD)izq?zdr%XY^mg(O9eyVzEtErYEbD{?eF{D+pnYy z*?|6I3@0g8aH#g`IP~)Uf14)o+;1_)YqkALax0H4xa-5(H6%pxuyW9iq(5zr>Z;)u zNp$DC`_)auNf%Rlt8|xELT6?|e-+DF_tm0Wd=m|Xu_e0M_Dlok)=Cz_bnYEN|Ne~7 zk179|_E2CT$7A>&!EEOO-zMtgWezcNkgiuaGIG&k z4f(JQ6ovX)Bot`L?QMGy%?thaXaDW;RiW~q!f^)?0WUS^+o8hc)5n!h&H2(JtHFb! ztLY{dbGx2}cx#|6^D*4anStZPMHN~DSt7dCv*`u&mFR{qRNXQ%{i&QeRNU27j`7Ja zN`L9oZ0R)9M)s?-ox!!v|LW$%u^pVEfId!`0n)dKs zSjz9mNaWh_OBW`=qUuRp6W9B^$6I`SM>o^G6j<*K>PI!3S9PN_GRcSxRlfKN$tcUp zQeoafz3XP#L#4=j*~uNEqZ@q99?E?SFXtl(T`pREDZ4vZRyP02y8~5)rL>Y5N7KI^G016Ikd;Z>Cdn^o5{iMe!Yi_kf%u@*c&K8yi8V5h|;dgT>U4`D+XoxdK#ZMZYb9oZC0Yjk

U7_rOqb4!Qs^ME!c27Q(l{LERI#)DU zF_ZFn-k8pyQ}`yjqUHxjgMaZ~V}WeCC}bLYV8n;D$KiWydy5MTl;A1N%*tYCQdy*+ zq;!5#6}qdqu((KC$!h~xW>z%v9@#D_o3jB8#pp-_W200Dp7E`6b%L2!za1#@w$#ZM>tCf|X)nY>L z>fPqqLE>G6P1(PPT#j*sKx26Ng~RY@BaV`F2y*#3SVE13DBDZOpWz^{M* zf?2L*1hQ%v%+JNgJNGd7Ss)X{ro)b&K7$o%C_=m>KkKCXjd_MWgce6w-^r|_qYdy8 zAi-}~;=cmm+kcJk%STs-%5&3xKMi0Wc;0s(1HY5LH}exc%%kR)eXscv-#!z;1tEGi zK6h(|2wh8X@ZqofBe{p=xByrK%`L{_(Tf&f$J59s#VJ0POih9ZFJJ?$1H*zD#qoWQPZxNItitw z!M!;$-=GDAQw_lZl$;Rf^Og`>KmF41B?TeheGcEZ_p$eBABaPJVWsTJ;xUsQG$=k? zI6L%CX#<%WR$?1YHqZh^zO6TUiI7`CU;gd943c0l*^W80DzSa*5dF0PDemKw>&6r8 z?iWt~F>p*arQqVe=qg2H$I{a6(H6`d^1Eu9_6mA@jY6YTqeX9W?!jZX(bNYKD)P?E zGJ_e02tI68z+Kh<;{r6070Se@;ZnUR#DauUDRabMPn7bKpK%9z(io`ac)Cu0aCNR9 zIGVC^t*}D(IqJw3q65gLRc*+vh+E%+`szPc2fsL zfgvcAh+9()rQtaQ4=UV}<=cj0;F-_!rWlpot!M~hV!2zS4{yYcqbAeVDBKhn5BB%X z%q=!eG@z~-_F5sWcoLpWi*>Vnv<7Yi& zjD^$D2uMj8Ka|jCCa$MM@|EXwQdkl3_H?T(ReADryY zSi#ymn`2VG23pYdIVfDVc3!k{>eUJsVvLafr@|?Sg~cWHB-TgVAWh((cPsGU`uaLp zl^=v0w9Y)4@im+A%>^hROhh+3T5YedSClc~)svYgps|B51fyEEuL%vW5ICjr#vj#z zICFKzm`KE1*QXqtb?+aAo{x2!;*6#l#qCr{RGI0M|!k1M}a2biqW3 zi(_-GNjXeC zu$VbVEz*G_&}w*SWr*psZuxd{&5A~D_fxxF>I<p|3uYaA7wr8 zvyI%5j=0q6prO8bx34ABD8ASM79jmAw!^@&Z#uO~pP>&Bf`<_p1PEvxj4k(Ti7${- zrW?V<-vOZ+fF(b%MM`qn2ttX-#dprGqrHB1@M<5ttJMBN`6Ivq&R{QZ+9WTOX53A( z+<0;IXO|-L=)W@WnkhR zfEv02M|F;Yn%F`H@b&a7T&vGiqfVPfx$vBIp816wjMuukpZe0oQQqkh{TMLYxPN&W zVuFnClNgd~vKstrt#qpwI`glrQrh=EC|8m40XMFTlE9F-Zpw#BfTn_8r*IF*`9L3a zGhBtt4$W5%=hK431`H}#qG?tUmS)5dK29gEqBpso zvdzVgJ?tt}U;6sgY5FI3FqE}TO*0ZVjVx>g4`~?uXGFaY3fADsO*(w z7NqeW`0XQgFda<}+tsl{zeypg9kY1h;p{5y{$^9QNK(EWZ&lbAU$c#i= zxvqTK2d?U-Hm9mWk9O-`*pKBY5fE)$xk*z*in$6hT9{^P2VGc$e zkgY&?Qcq7Wpnd6NA4dcfj#vMq>Ab_K{{J_AtQ;dwr5v)!$~rQRJqnpcWGgG#J3BHW zj(zNdGK*05j&LM7#t9)?4vx(1^?QB3*Y)#H*X1vr^B&LF{k-qTyCkUiOzmzA0monjGdNzu~|rFu_4CWPI*X)Gva^sIm8_aw`Ue+m}2 zH^+HZ<*j3!%*NAVT^nz5T8=VeXt0@k9sCqT=r+o;lB|j+%sbCE#72kIehyR0+7~DO zor<`kkcZGjqsKms)!v`kSj+Wmv9GUm(s}Y&OR=c7HDGr+|9myStoqHub9rWM&P_K5 z*QtVE3=T7@9_suF@x%X;HC4kP5YJ5KyT5TH5ioU`VjsDP-+6-~JrE7QU)M-T5^Z#K z#5vf!ClnG+0s7tSOTg|Wh+^;&#!l=#5TK?sUHVDSMqrOR5u5~Qv$+)D+qJsMrGm)~;0xD2EXW`zW%Rye7?#QhF z9VLmAh4dpIh2JT8Tz*UMkHTTSD`1r!FZ9HXI=vB}5bFOZi8~RaE)*+3SB?`kdV9M% zp90pV<98W%U12a;N$WmZ3edli+V>4Emot!C(={J?iYuQwa&g|;JST>hH+P1Nb={4` zTvf&FVbO=Wojp$_O3-Y%@>0I|u>l*|i$50!__Ftb)(>ygk=^ViF>b9Z`6#Fw!*I1j zSlZNlG!iD%JVVB(L(HTZzV&jZ#mOf}R<*fEMT5lw=H-wM-0B%Sa`JpoDLkUXSGvae#z(YG#c-k|5PSe4D?DPqu16F z%<(tkdc58^jnDYV0?xa4LbUOCT@9UsunHWo6Y5?JZ4NTh*saMrcghfd>$ycTK5$mZ z2X@&&iTuIg%By?|CO%X312rsJ{EdFNnpVNvl)1K-3V+IqVTCfZyET!EuK2Ks`RD#V z{*h{2qF$Xx1AqS(YG}Bc-?XjS!;<`X<_$RrJ^MRbkbyk*4+btpHT}~iJ|%!y2Dq#9 zgNt(|On$z#-yyJ8b0TdQ4u=;9o{erEJb1vSEl^eEp2A}t4iwrsx9zpHXCTU^87TTB z_&>Qygt44n>3HRIUB}~S7>smB4*7pfdExzWEZoL5LZLfL0wuo*0gCy9sLx>TSzkB< zf0Q+R)YsQ1m=@wYrBnK-^+mj-k*UCS4_w-qsun#O!AI`5k#}oY;__?2vg41G!1*!p zps%WauQsW8tfnu&WB?w%UyjQ!=7FMQZmmwavG7G)z2)0iVLRbSG3?VtZ4+sKtOg49 zRmR?8&JbSCTbSooS0ra%X{i)XKRqU=DbI61XfwAIb7yO2Vk7L8n_5;(eBh=6m|#PH zD|zg1v$-;m`)dd=hLc%i$zJ8IiV$^nflwL1MNasQfPCt9%e~t^vc%zVZS!cLTf>W$~(gCCmIMgDSsB=Bu9DUY&a*f-AHZap$ul3GVK#yhOg zO#a#W8!FCU+L8K2b?RGLZj!&}6iN>oDG0P(Qw{w052Tzcey4+kPqkz<&2{C5DyOOX zkJ-7G$)s8uO&ysNL-@;%vvg1tbdp5!?}-D{hi{o7jE)9W2}c>sY!e4eB3WywS=FE^e7-<+iV-Nk1&>W%B<*gSaNw`n9>z zI}K>W{ZzV($e-0zU3-DLg?17w*_98OW_rOJe2hq z%dWq)S+p|wLLkcZcVUFaifU_vG}VF_^y^ekj+kC_YBEJ*Tg#$BkN)?xPh-M2v}+Tp z$EJZgAW(w;V6gV@9|OeA-JQSiS6O|HTbd}-4e5r4pwx&Ozs)ZGA3$6*$6zo;0F`Z0W$bHd>?^}eCr})b zTn(wO6cxpR*lZEZ%-Q+OsYz;#`W+<3K!xEJrYZ&b%XiJ*h#HrB>(|g?3OOCT7_+PL z<%@|3UP7&3R$YKGxMo5Om%z^I5Fo{z@UhO`bipfZo7UHoJGhtscDcBymotj;i-m9$ z?5y^SSw-~#mc*al-V`)}Sy@^=GXkg=axm@#oGBWNs)+!TWLEJQq;7UwO)ApA9QKGV za2)T39uPD!r++Wb8qA1C!AHZ3)sIe;Y8~*ad#wodQ5IJ6hiz{D_buRiAj)raAI2KlE%$BQas88rN?Y zb!Aap?U#xZs>R#_Mn_KEXB9${R zI+`{nOWP%eLOKNG$r0eTJ%M{5HSu4&yHMoQ^-3mt)H^ZSsplB}MXhs;gU8cA+=V?va=EdY!_SfV zRZz|cdGa)0AuM2$9RG{w8~g;dsSj@O*!02)*#C+vv}j4S4XFqr|AFfy{Vg12vUaK` zHf_|%x_0O>ZK!pHR2LtEPaXFEmPy~WwU;Am<{V6>i-+S?8NW7=y;3MX2x1*XLhMoD zMC!HloLk669GQQOu>Ks2$NAou@cDIokZr3Ybzjy}ZS_#StLfu_yiwg(`S+kQ^0GGQ zncp)8;7n5C2%K(H^*^uu!vh|p67xbfer^^AXMb~H9q@R9L$(-MXgs}VaCCpq9djh zp|piaIpT7a;mmA>_Y*34kCq1Cg0LX&%g>$eLIsGAzi}|FxCh^UllqUKbh0{ea==&G zo8qY9@)&I?M;@sysrTr2GnJjH0X@T;)K7n2O*@xuU6XS*dBEfl?xh9Y>vqqoIefWx zhI_5^_TCTEI27`C2&0+^zx&u_SoGLiBO_eLbu}tTroUhjtzAR;&J2x!SRtdr;~k-V zJzx_Sisiz6peuqke;YHWhds-^{FNiY)>+tAelQNHXZ3Qiux9t5X2Rk*Fln@T<5z2? zSAw?itN-S{eP5X)o4gO2$4wDu3``e;+_JJ&;Q%PE|2xx||XU%79ev&Cfzw zoFG;-Z=)!U{pp+AO;zUUQN4A376cR`9$ox>+?I=rR8BQNsMEy_4kjcfQgPbrpZ{}E z0u5I(lS?3pf+z^?W>PTsVzw9@0fX8ZBrr92y8 zFaf)-v61A;-tsPm?Z*tdGVz-acmd%|DAuaVFT@-4T-y?aN}kVoymMLO(WKiym~9O( zuZur;n3GP^ZY#Ker-PWLUr|L87hX-(`{G_(cbibYCj~xCx~-Lqfr&`Odk@Adoffn9r9V*XrZ;`0LuBPB4PTojF@f& zkzqPk#g8%J4t7XmNQOXb>vLlIBx`3uC&A}9T393F?UQA?!VLow7XKZOd#-10vcFcj z{j8`fZ$Dd_M;*O75`7g!DyA}-N$H_{WtrRqH=iFtAqpjhh(;-&iEu`Wo2AtS&V5Fe z>8=YR-+fzF5zjhtA~~N_#QI(8nGQdH+c@JK^rC9oe)0^NEqayIKtQ!a!iXWd#Fc4r zuESs%QdwD9_t-I;nv;qIbuv9)(9+eB0Qiv8H%ZTnt}%XQwOeTO!)@3(BA;_aJ`{l+ zdR{^~PEFPW^@(EbwdAmw^8#o#2|U;rmTI?Vpu$mcs_8R3w|;&;!x7oo+?1}>qhEvu zVHQ-)-->VWMQivRi=8ngv6VCOo+k?GoKg~Z1k_N_*Zvgo#Kd7ZCJ*+NiLYD8SlfXW zBB9HT?0Vejd3iR^X%NZDnirYeh1Q2vN7%jWwODtqs!Cs~=tCB(dg0*fpCUK(>}MWH z$luU9%h?Rx>|0G01+_d+Lbq#5J`^pXJXKq36lv?0zJ^~j6jOi0$0l#hN?TmUazmVKsZN z{QWHZkBm4Q%le8{zBde4*?T%Y#8wUzY~vmM;W{rx{@F2rjKWEcPs z#*qyhd7uQdy7hCODxwzk2ec{^f-bC3OsG7?^Vtx{dHZzU;~R1jb8r$ubb&`1#1y#3BcNrVI0EueOHwzL*D>9}zaX$JkDxcdg zgYW|_0RbL=(PDB)Njo$D;TfXWHa~wihTeb`}=E!FRh5wEv#I z7mNiJfl7d6y$_`LLJ6t`|D=7|M&gvY)+$(P7vBF8a3F;$*ge=B#0}E#A6)#YF$TCf zKt}`O1;HAFbWpxxuT&zCsG4bi~<+tS`_pmha@@wSF@8NT!lssIM=2;y8;=-DmcJYcrP zP+}5{jp`;`vP<*@;dIe*mb{fhI2o)E!2-Hkan}FkRGX9Bww9l|Xd~3M&A+k4{|8I0 zId`9kJq4?G)10bS!t7^Uc74yusb6B2_iMD-{@mwY`)GZ=7Nd@!O{SLvr(HeH2Tx^* zD8#R-MY^YQkiD5854LY@f<79eI~SK7@e0S6*|ORpIJszZ7&+}03o{<;nL;p~YVHYU zBTpVPBPP*wuADs|ns@66*z63`*n<}4iLbFhj$+N0ohiH84WR6A!_SE&{Lp5%P_nlJ zSvBboAzBcZM@C~)Lj9RZ%1nIsJoJ!zDC-d_&ak?gF1Lou?2Q}u0z#Eyv9uyf(cD&A z0u&y)wpR|P6Rz-ouP-r6+iA( zRaFZ}mHgB6DG5C!AGy4`xX0H|$6g68mtx6+SfU<|94!QF%J5k{^nWTlKJDhu^X;5B z62|30;U2HAbtGR^R_5xg^}&!!b02fZ$dZ+nE#2rAIj}qteWRT2OJMxyl2)U2s4IMp z#-q*z$aEd z{=^F#c;cv!j@19~^I4Pl*xV->XarI-R^C`kv)BXn9M#s+0(v|aw`cbD;?V_VLbAa< zo{@4?s?d5}tq&6}m*$4}I`6-$d+~7Zh*njM z>hs{s5V}F!W45fDs!w}P=Sb^S^%2oE3}q3+ju9mng=UT+OKMi*bqoO9Erv@$BF2Q$ zX>g5?nQcF@&s6E+LCgp!fsgSM6=T`nZWZ$uz$;@X&sH^l+hMw|ug^masGtk$E=U#x zHZd`AJOJdGlW(#wbm%zro8?-v&!&v*Jo$NT?)j~G}}%A3{4u5&H{UoKGC%gRod zrQ0VY22Kt(nTjs}8T@c%3uwJ!Z#qxp`@=b4W&`QF)A#ae&g&L5I=nkmk(`lmyl0N* zHei&Q5wZZU!sL=l5-{QMpuB#Pn-f2U?#(RTkc#E9{V`vtF?+t>Fns5FklaT^i&OLh zBC;gc777ib9}5Ig<5-ubTww`tPDYOSlQVKL%$%?e4wE3q;|Gw8(6m(HomR_x-DRwuT!W^Upu-a!!O$XGbMd{$QBA)#mGdNj^!^|GrNoX{`Eg zMAa634a$ibqP#dxBW-=Ov2dX;EJo@&<<nmS6mDCND$;L-P;?elYG&hc~vz}K7hG**r|!C@HvusW_tSF z?o&*+g@>(+QQBB0xPYHm6sh(;s%AZqjd)1f3(c>}!Xlj!$+Qi_=tmNby$ffbjIo_` zwis9GDvYOA1sO}1HV(--gM6=B&XB*(3OY0#M6G`Rw#d)_(t-@F^5vJ2#*wZr-1L<8ChOZ0UW}q62#cY$NkNMY3UHR zA$Hh8>8=1loVsAtNhU`mv-CkeDB-=N0uNFZU^JkpaEzQgt7VK%9%~k&fxOLQVN})BD$#$*mt6KgYw~w9w4P0Q_ zJU#sUnEB5qBTE1&*!|y6Kd~HawfdxdryeducX5X0={pm%=wVkQi^K{r_N!OI_@_|6voLRIGMcM zURq79u9Uo0`}F_40O#`;XVK?x-E+-_#sl;}j^|9RPB$o?@2|U!!SU?0?wcj-t%pOe zs>)IFqir-|mEqqV|b` zbK9<6O<#6NG3J_9PDz?-#pBzN$hNC>5F8`KpUS2HS`z`Eb)#sO%-H79&$ied8`0=3vM=rzO58LO5pjT*>RM>^qvm zaDBapVeQ-;ul#O6pyI6_@E=IN?g%nx;dgd?4=2(UHc2|jIP>(EHG7|sQEIJLf6Ois z?kAPIhl`>N^z;PJSzr&0W`F4ueEJKHmx%YC`?!gNfRc!&TP%a{VwCu6v*+q?>J=ty zbW%kH2g%l)e3&2IixjrV&I->tmUJ5eMiTjk65_u?ov_Ip8CElwH1}85*+iYm)_~f> z%A*q9ont>WXETfA|GSYcED2IBf9L0&Gv|3@%ymmz#9{w?@&RYZ zx_JauC?wxLCueF3spqj+j!wX5dM8vi$R_E-QR-d89>0EGekTE~WiSv#z-hykKPQ|i z3lw&f@#S5usw?s@>l9ayvJ1Z>d<)snDSQ>L{0?iBNuo(IVc(-e&Q)fjqv3?RC; zULu)8PAl9)PTkw5wLux0OVi{-tS=01+s4O0N&ehlEm$MtpgW)+{wG{pc-u8n{{a;d zJ2L$vb51$4!0yXQzOpO=M}{OIdv)ojHq>Moh@k5*NS0Zx=sB*%r_! z{sN!D`|nO|R<{Asb7sbF@Rc+0y6u!yY`rFhIP03{2#V$fF9LX-;?2LhMRb`k3#v{v z{9{O^V7XBZbHZ!QY#=eITLaS{>T_z}J!eo{t|p+M`0}1WdD+#DtorH8Z}im*>fETd zXEgNv{epU%I=YJhOIoiKPbB8>(~cAC3}f}P?I&httQa)V;!o03`%J*(=ztbsq`@M~ zQp(C?L%fcU_lWr3M1eg}1fmH#=sJQ3LJ6{F_+yqN=nD^jj;tk=422o7D`FUJ)KwH`PEKu!ve zI2l@GnJat;X&{#`Hp zZVO1VOwNkHBR}tf%+;H14>{lq-RZrbeX}hl$RX=bX2PFGR>Vvkn0Wty!Q0zmdNA~e=D}~5&-}51S}FL_ z2eDiZuZ@iMfX?&bI;4kcJFsopzyqg${k5LC;fRDTaSTU@D-#s3ud)ik!Bbx)d|lbv zf{of>JSp9JQ>JYy&`DLw6F3=xKLZ1Q{l1)7F6m!WjfAyWuhqZfq_=N8q**1q5ag)s z_kSAh-M)x-yE#T_l@dOe4DmOdH>W{)vR*QC7NFpaq}ljbGX~jWW!7o15W`X+J)Ve|Pw00+d@d~Ob$aORFL@LBj$s@tM zEy!BpT-6rfmvFL_Fu_$S$$Ha@j6pp%K7H_o?aFH``p_$m=wrIi{F6#PFjUX7!yWWb zB0DtU>W^ur@dMR)~fGQFvS^q0)^Hda&Bo!^R16coLeF z5h}F_J3{?6I`>te_XT$4^9KmgK_{8!sscSdWv=FwL+I;-U+i7`@0*FGQ&dEu1lH5F$jvJ}{KFyE2P-tSYaSJ z;Jj@9=y~(Nn*R`WsG46?3FGr%&LUtScv5lW>}4n-S5shW3}(Z#r~>1-dE^XxWl&b; zer(8@OV}Nr`v{aRBfA$vcQSh)zuSUhPr=xTPMUN(reA?lUHY61)I%&H_y8z)rOk z+2J9vMt@xX$Eju_(pn78&)I~iW83GtdHa?pMW>i0w#@+K45;muRJCxKW0RBQ8Up(7 z3m;x1)yMoNbqXcbuAiA`UC|iMt+NI(q?8h>W14qo^jewe{kL}VsW=1l83I(8_E3My zugB_aZEUk;mlze_vjmE{_$2$k^6Dj3a+M+C-p0m8S+(luHLfYTFwaWqA> zSUA5>*S0sZHw9ad+A&R~qtkxTjSaV;2$jc6s^29vc_~l8jcV0!*%;%c2&XTU01Gb7 zFaIT%)QoU9b^&?$V|6@*iQAYygXQ$^;LV`fwr1oL5#zx;g*`Od{s@GY55Op1`alni z?0kGrT90k&tg3cVUN|Pa_15_U0HqRwKNq0#p0s{xY76lSyn1hbcze6#+pca?=%>&- zZFg`piNo+TodPCp%W+fv0mAOUvqcPRBAOSK0Z=5^$MiUm@G$mQ(?&97Py(g>uK@bP zOK&@5c4q<;e{ca`hlchW4N64<310Uj0!KnIo1K0qp-@BUQrG&CuvkIM|z$!AU<@r-GeAMd1H{m1~M{E8Vmj!*v5u~A#maYS-ZvAY|6 z?6mNxpO%sdYc8ws8#9?26Q}Ex#IG7^X?|c-WnozdNBw$NVF+P;=Pd1@onMPy5lU8E zwEPNP?O4_-rfbQq0b)=o0IESc12+5MfNuQvsn|Wg(YQDo0iH09qLm57E2>_4Oltk} z1t7f5oN%lfQ}Us4QR~fWpeed|jJcReHD>;)a(y6Q(L=a%BP@HDClF z4}~j=CY63Ae&wgVi=C*pTn^diRS#CDBFGF7FA*uLzN#ALOQ-Cy0r`kP zrGj8Ik6ZIfV#2+!$qOFM!~`~dt>NcXclIm@uSSy}3uQJt6+g6w*Soe%exzs573*w5 zTX@_$1jml4DRWWd$fU9|uyh5YYK{?$+Gdr=B2p0$H&d2QPk)=m$%Ft&(p)6{y_-Zy z1<_3F%4^OrS5O3YS0H}zn+#}{8hntC0kq`Kr*kYS^NiJ>Wf@!e?>)(^m;A=H9L~A8qCDXfhYNzxI9X+@^g+rEs~qEQ-Mzm{I?$cfDcnJZV)$z}&TY0VB8R z$1AfeY;3%!v*J!6q5I0upc<(H>;0S}2#t`?tQ*5-FY;vRU?YKPY-aO7Do2+^4QIBl z#9s_1i6`zuiK<#h=cg9Xc?jJlGL7FS2L$l@*pYhI^0L^kTYO4K|1D}BJYb*wZKVNp zmqbxf(Osd!e-{MeKr@d_g13sFv|pm+!N;=7wP(_hE0H`Y13PwveO75c%8$=wiG6PSvQicwfhs9<{_b1tR|qcb@Yu8WRE(u7LjCY-X3h|mZ6riolYzA=hHU;h`jRJT zSY3yWUxLVAk_}&7hj5%c;fbTg4#gk+%|jfLK9;+;#8Nw=;{kaS6EdF48bRIxj}A87 zzh)+I^up4Aa*;z%3gY(huHj8MXSJ;^b>8QDcm1E~=~X~jDJ(pWdOke;_MAEf3*V_4 zd-F0da8377x>Eii!FSXyApH*$Q&EP!9<>WsHv;>*Z51v8FSt49iY15GDq{Whx#FE@ zNNGKuE1u^VqqfDj{c@=adncf35Tosw=dlW7XOTwF7cEoNBwBqugS$eD7za}+0X~Bd$38D+94loQIsG?t=Ykui z1KCB9)C5&QdsM*1dG62bZ?Joxu8MtPx_^AXNFQsGZXYtsy>Jw)$VP|2mY0{q#ST^I zW@?4Al0cntbD5(DA-q9X8{)5jL+N~rEMCDh&)%`#Lcz`+PjE)g*Oas*S?#&pOyu%Nt)e;D_d9|do(4g5Fwu(Pyr zYOqZZ5;v#HWODU%r=ek71F<&L1{}vLWL^x(^Bwx#-^dpaja>_FIVfvW6TiU5VHw3o5P@6iDkG!bGzq_7y>ra7TT?H*9GY*Z1YVSAuVy_(u@yugDUQuuqqE zb*``!xzXE&(8afJPF0dU#b)-|c`4>cL2%KxZb;%BvtJ$`dMf5epfwBDj{ohA&pxGH z+VMxOzd5R#{aa*UIR&hP;DEKb4Ni* z{r%bf6uUaB(DQ$eEz{yya7JTGj6OT}mz5#D&(9nr#2p3KS@psNtlmJ@>YZ&-0m%=Z zJ@N`0F?$8$xM#)iU`eWOc91a+&aJ=oy&8oOEWXii|7g7B>}7qXb{2nHo*v(g9v^W= zNblJy7_R2$5t`LU!Pk>BQs1mjpAmZ7-TC`}L?`j|oqqzk#j(lgfk%Pz%K->;A*Gk6 zfc9JpE~k=Jm0Pa(2ZXp8*$;SPIb%NiMt)wNPx9H;J}dwG6Oq^ciuuOI<1A>snj#eTQuUbk*AX3igi(cwfu0$FGdHdd$gUYxBjZp z-gTZ1Uf2tnCHju7m@#9IL;$Xl36xB5_BX_|wn55l-|qvqNYec*z(m{L2qjxK1} zYN}l(kEc)kI*-m?ob2qYlZauT#i>DO%-m6hf1(Z&HcU3})=Vi-T(@^gYTI9)Ee9)BjT7O+lqG17+y^N|&T_UbJeuFD zdAOyD4YNyrTDbYiIsARm;@c+heI$CWRol0Kyw>#utTA8cULzfOUA}p8fehhg~Ek8&d2qWd{_4f_w6*I{E zzDS5}*qnJ8ctKZWQn3t=8RZQ2z|d4M*uq;Ag&@zv;wp6Qy2x3A;iC-T=?D|EGj*)E zQ*Vos*+jG0e1+SZl}qU2B?fkW$gvM`a!o*Q-$Efu@ox~1cMSM6@rE&&$A((pImo@< z6~TyBOoiy`^(E}DLk%t7CMda@OZ=wrL$|cYIaFW*>UiN zsitK9K=qWl_}q`3-vLSjd>rqHvSzXV1ab&T4+_B?N&&5qP}u7J{BQh;7yX#rS_{qYgs>%=Dw!0~2}Dk_M~ z%7Vq!LKQijxgO$K60UMtI%u?!C7)(E{EfEDkk(tCq?O#3MjnwH-kW#F>n+D`^%)AN znOC-N&Ia$jM(lUdEB#nbt#^z^z!$-$smLJJs{k#Zrzc6M+Fh7#0p67_&i|zi0CQJw z=d0O?=*43G{>d5WWzBAvTbC+r&hDWQPcL~xRas$n?_bE5iOmn4?o+(vqRLCA=Vu4A z2O$?grV0FtmjGqgeY-B77~#4oim;RjZuQVtylR1|Hz4phaVd@LK9g`?P1 z&`)hGwO9Ex#8M(OQKMPl#sg1tv3}@0e^S{}AFbYDAcEV72!aFt#0wtLS1! z{dDSD`d76-i|Y0iyWx#*-==?q*DT^h)q$v$r`KB`bg}Jzu@4lg+UKRF)I2M5hu_qn z6-pL{-S4_(Up1@^RY8#9^h3Ebd!asWsBDuWFtJ}h#&ok%A=q~Jlxe?Fa=nIliB+o7 z=4psbwdDIiu-{WP#a6nHFVsI5{fD&#wE9V^Y(8rMU zKCeG2x$@Vx{}Lv{^s~v2-BwUbWn`qJpzsQv>Q!y^#NJdfe+tA`r*hG-*3biwi&5!W zc?AU-!haRIVR{0lOTea7Ng?2|vR-^LVFtS8JiYJEKZ`_wZ+BL*c9I))ED#BX{BhkB z9<}5k_L}3T3T+Gp#Gs9nyo6by{<~Yi3A#TM-M$I!QB(MSvy9R# z18SK^TFkcJTMx%Ch)=-Fb*=dWQC+aO=zH}Kxxkyfa8OpWIn!Pk)k}Dgzq}je=T`guH?dtRg@jm)isx`_&4u=c)FT864(G*PeF`syu1#g&-=#?I3;6d z$gqJ0%GN181?*ln8lg z-3wgGzw}QNCxZtq(+Ozf+R8liH7!qdS`4w8U%>k~G4!;{sqXkckU^=^nWJKUknQHi zhT_Xpz_8of^X=IB>o+Uuy2v%QIrDnXp@zu;0x>emO8u)-MUJld@b|d%@3YS)K=t*+ zX}-+8N?LWj#lyAx0ri7!(D=Hk~u@)By=^ub;BQNQN3pTDQ&Z~_)HeNg6WEJ%ohBRX0X_$=T$iG zK0E=KUw4W!gc#riOuz*yjlMsi9sVEoG2srO0E0#k(}{J6A#5zAW8MjAvy(zBo;*>KSCsMq0t zYr$u+7Id@qiBN_oPv%3ztHoy=i#{wL$B27Q1FNT(-e5@Xn~{3r1_`@?b-1`wf8^SS zlFFd~b{ObM3ifYpZ&zeVteH4nT}}3WS0`9=>Mw6H{($$IGi#Xq`T>4bg6Tfy|iMxr~jF-gh<(82ev za={;YJQvscyro{KUsJ|Zh*7JIu|f2?wa(t_F+PsS>j}$L3m*C_Np+6_!0~&HPH(qN zG<>bOyzEgrVa%+v3G#fhzN~C7(6t43@{S^wTXH;FnS%E2+YU@65q)*{=+xuap8y=( z8@Ct2NXkYR-B;8NZ*CXe0g70&>*Vgy@7fB(wbj*C<1gn%-j$#@M-WFrSXguNm1QX} zTg&Dh+^HmHH|tkz1jk>T=U*VqfB2@KZ|zrHjjh)O<6YVMhU0Gj#Zmss*`9AIp$Y9J zn=7SzH=EtS$SXnB1ETiG5)PZ=9F0TplGvqONsGt>bz658pX`OMl{#jh$n0aEh_YH*kW;6Pn>&=ftK^%uMfmVKKoO4-^W?tWJtIMMv%+A$&p*3 z3dAT_mR@>XPt?~a_|c&o>a$RP?PFDlq*Deqe5oWaV5wHVc$P7o{+6~!UPh0PtU~Sq zIK=kfab``X6zEUy{yVl;`1=hl%GWO5^2-;6NZQg2Tb2F-nCBQxS-~TlCP=C#bLUeaD zar7#4^7IKs@ToDXqflxhTye>FaO(XyZ8q#~pyqX`GQQh~Dz|V+q5AS0Mq^b7uT0qQ zl0(k__X044M=O_=-@j>J{i-xN!F%TCUZQ)b#Se$gm#4eNPrkGV9eI5=5rj~AC>rAe zx>qoK^0OzLZjs)K0(@##Nca5{%kD-q;fOuX!`&ktvhA0lZ!KN2mn1lF&+gd%aBGmn zLSjap_6SNBrdmv@9Ke!%=LH!@?52E3Y0o#yEd?sblV_oImNKY?N5FX5ZJ!p7xHXhj*f3mT2Zj` z7!xJow&~@gKC;uB^rd)BfgTDzy&z?B-d1mpVnabDSv8fv31iK!*(Zbf2z7yXLR!U= zbrumnU(#MY)Y25`OHDvvxqZXsu_~(0ZFjqSoX!?DipM4?9dtD4?nDk1fqeOox-rJ; z3O_6CD?=_60>A3hF#8Io64U%Qo?cdSc{dHgE1rH`4aDAkfilqFW7BTJ!He-;c%Z1L z=u}aP7vO3E<&gKGWo6kqyq4pSD1Z-Z!c7WD2t9j$&j^E|ySw?u(Z@MG)ouVgJ$e+p z0dcEz&u)Ikf+H|rDcy~Nef6y*2C)NOV4&-Tc-HArq7v9{{8CJEHrlcl&-w}aT&`&u z3hj7>{sO>Cr>g9dkfR;9-G5=U5qD^P%_YZ)x3Ryb*k=vGQqrI5T&(S<|H>)Fudbg0 z0hCW|SW1{nq@+dypW@ACnguR3oX5dG6NV;mhVGMokPA~4lrh5p@d8GOqu?2KI@9!5 zkjYdK{*ZFDTGE}m$|^m$Tklxj%vGPgYX$X0vQ5^{KzMa&;3 z%^*f6eGoQBB`<7DmHcf6Y?!M1*VcpJw!8N8qW%V1#LK z`vvC1$Fg!R;qM>iCpaR}20_vKyWg0e|H*%qg}}~TF4%pwB7Zfq8~(A*&}&D&6mHq6 zBG48v83k+Apb|U;msZZqs4IIDGH-Be3ogI$f>PiReB>m<+#_9Ey-H^fb@(i22aZ(l zav^8g>2OU0U4?b^k_xsu_g)0~^%i{F6&j_Ily=O%)--KvC*)KSh315Plzxs~{O_x9u1 zU7-1#SPhfwIAy^L({~HLrSLFid=MN=ePx3UM(IFHig|o;ux2D&cq$pAt9!KMH!F_F zY{P#?Av5lY07IO{*H`_qxtEpa#mHz>Zy>}4yDaYGZ0tA_nkZc0*3pJ?C>4}mF(Qyw zi7LPj)t5{XMl$j38~2TytP@v~H7e_tQT7JFHO#*6XV-V-icE(+xdTc-pa~uPNm_+7 z`~ZWfQZ{iO)_A9Us}C3h^7eu7SxDZbw0_cl(HnX=I{ml8uM^IV%y`>4$BC5~46qxU z#L-n_cr-uxnGp?38pazq-_EsO&qa&n{t#Grb9t3p7y93SxjogOV!Rx#uW2-z2HE!u zy|5gAfyXY?*2iUhh2w>(7283OWnHK%jtEK_&_ zQrZLdYUa9LH0ajK|83y7^$Bj9loEO{Jvd0HsjGK3mviyBYnuM1&d5kWAnh?&_^nTF z_{cVt+{L~0KjHSRRhtEPeNPBWA`wAx^?EBG6NLfnI- zy|St1_d+2ary-t&{_?ZzJ?d~xfZG=!2?18HXH$D^bEn`~s+QMad9ZcZ0q?KD(BzeT zs7a^I#1VGij+Fs3Zbh9J&d-v7DbH#C;7kZHO&=d0w;Tsd>+o15qz)M)lV zD{Sucw^Yr94$UuiI^U_Q@aHIyc7cbJs#&%omVw`*e00Q&l7pv%a59K@%(A~j6tdx% z&`d9x39wliVBB5Y{`TLws1%>5%l8)2*X`s`)CB-5)(6vAP;eU=8-QeT5( zwymEM&a&=-_mTYT`711tox%gA*QVy?f|vQK>Iik)A0Au>4BNbKV2E$?x0;rz1F_1` zG=k-n)r}yZ7J{0mY_2k?WdV<7BEj^LtpJFSzIm#c-IyRSv?{Yy!t64cU^36_M}GKiT-P}0r>;AEg2 zJ_(hah#u^PhRPO|<84vnG;f@Y*z%jVpRB5wY%w%*XgSEg?KXPL@nLMIj7F9W>aq@R z^VElCC@0q1D<=y>(-l4u>Q7W^yp$TJVa9Cds>Y2@&p2)&7 z&6sKn*S~b38&JVJ*x=*CH$OEWt%d86giq4HEq zIf|5{%gMnt-2t2;geHhuaT%aN9d+hgkJRQF;%&T(xd#mM>rcX6!y5l_9U00&bxH-hTD2G2&P_ zv8A0qwwga4VPtfr{+`m!>1fi(S_46W#w0R)&^L29d;YtKIGuZ)x9&qYjG3ieBx8(} zD?jUd;E=oU=d4}uz@jM`kAv31h;28PA9i-&&Lj%;1KaW9+1a1OG2hDuAoDucbyiAm z-(+ZzZg0wZ057DsmdatJqxACGnE{FcqqL|^H`a{m;plY=x-nnfsR1Bn?nXg|07%XI z9*>|nG*jolh9V2&^3iI=++8jZ5KzlIa6Q;RJFzifwrvGLVlL5s{OWya{#B`u(sl#< zw<00;woEG@Z_a!HD)sKsS6OZ6_m$2$CD&W85BbUb;enHq@UUl;8^jfz8N~HON z9DN>QId`!72OM8#X|}O(^|d-#>o;x~?wbyx*_a^LgL*;|_dfju)?jysQfH_orCgr;Y|MirI$> z^v82358V`%ymb|%8t-rg+9Oz&$z|X9$)k4uqxV(?fq7sJU}~3(>2!I%2L1x7d%&ES zs-m73gW!8;X#L*^W6>qzNvo0c@(YSCa^_d>hL3ZmGB2yC8N<&TMD{Q9aLN!le?h8I zJ#2)%)+@teBL8i{rn}?YEyv?&LIrVRFj! zO-kIl2!42-SC3B}9r3al8<`Zs&mGV9TwLC9;*_d`nTpVguIFuF0o_13Um=;)MkBrH zYqj@0H$|%57S$7#-@49tn}gd?#Dpg_`Ek8ZSK|ZoA2(^TjEK?+p)2xKB1H-Pt`!ND zOm~$Tt%8;e4Id(6IoFx7`N3KtrvoH6NKcZ;&0VshSVb;>6PG=z(Xpl&BH6HJ?P*=k zk>^_bdLA@yN@2ikQ=>?pNE=E$&8^KPi-Oaa-8Dx&QD)M9RM+)>DFuRBnRu7L7>Qyf zdH)0Un=#Wv={1RJ8=>%LyVdoKdyCA`4kLqiQpEAQLbpz~lHICOZ9o6>8S$eSj6*#- z?kHxUx*^z@p+^QU5vj17;b(KVUc7z1r4-6oM$*c7as!*AB+_*t$ML%50l9`lR#fE# zs@_LJXuG5<;LuV!7roT=k}H*0O^QQKYQJNr5+-cKhiODZdRyC^B{$X(+3QGJT8b#Z zi_kLf4meMP8_})%H&$;0qtpZpz|`wR%mvdx7Shnr{Kbo#3Q}+6Jz}8Xfv>6t z$_ua1F4aeY1J2oJKHa5D1RD|Bz7X7M+T_GfP+lHO0J^;9ed_0A&3Ocs=Y0rC>*M)-I{lD#cN1#Fa`(x<7b2})y(2g4@bTZrUPdr#nc>Mi)N21hMMg2 zne$&gCm_FC$kUWk^Uuccs(p1lW04DtfzNpTy})x*XqX7l0}7g_46RJV(6QJUSF(tf zDCWP1pZt=p;3Kz-nTUVm_<7sAxN8=g9Kdw%B`4veL~Oesgyx8$)8~ur_&6i(Jw#cM z?cVw<&1Nh2g#ZHx`Tzd-OyJ$a($%*=t3rDjD|fP*I?QJW7=c}Ok)PMTvh?)79!>&J z`S}mmllxFLjbo@&M*p&jWim%^D3*~}+sMYy{GQcR3Aq5s$8_&q-i_G&Hse>*h^x~? zbs%6-Cw#A?@32hm_H8~=J176|L3z71kwngWlzJivni3~T=X@4sDe@?LLO=i`_ZziW z$S6VT(lf4Zd42}H+7wumte@udx_#*!>RGmqj7<}!0p#UG^EB3>F1WHoe z@KioBc!gyQW&TtU75EHIcY_y0$jON`p++xBqJil^g_`q6;_z^~nVWJpyOn0(R#;cc zmk~dIH%D7k(m4xiQw2pc$sT-xffh6t%6yk%AS7JQXcz9PN|8-`SNjA;OeM0eadSXw z-Gi8Z0&aki+5lJ6AFdyC?5Yg$v#ct*KS5~ncY4Srix!>?vOTJn8)I!8P6Ky^RNde% z>)N5Ib-3%0tA{2#0Ox%?&5om?F>D!V+W)Q}krvmw>uFcl)a>uGR5pG(5Cd<)kr$+t zR||`#Pkh{UZ6V8@)Qi9b?PZ=-GVlJ}8OM2zWk= z&etu~?~r@pM}O9fX{3hYx2BsOC`EAmJ-Midu6RnnKS$pzGst7GBn7Lt(LH7B{b1j? z7@=yH&U$lvS4*2JOPxS_XXisKAb_o@;QRz)KQW5r=*dNtIH#N~UR(qMs%;AT{M-y{ zqDyZ;r9LN|Nf+HG2yn7mA!qgZquhGq*pz({NQJIsitbP>yh{^G z-(k1fBJc#RnnyD~LPANruSTv&N#)%yRZKi_)1i#Vz5heXjOjgx^XMR5Fn0naeZd)% z;+N;*Z3Z?-C5mbov;hBGN$Jc{vZ&O8p-+xHZEHy=qEEaW5GzG>s_+sv&Kqk)5eIUT z`{C5!XX}?XaR2J|4Et0HZBSN%eo6Ca6pmf}q4ti7+(mQ0pzEXN21_S@F}{18yn=pSY;H9xbC)2R1al{0*&C`hi`2KJu)CP(H|6g8H=ivnTiyBugBB)z3Yj@uG(qsHDr0qd zX$akw<7-`V_4E)bvx%G9fzy5b?@N5i_v8uH*0s{}R zXHrrlNrHeX4Li2ymAfipf`}^I14{!xVq}|q9Wy!#R7TMfV)ecsQ!Bz$u!xwX7iTw! zvi_#`^bL>+sFoM~k(y#3zL|5deaMPslnVYKD`Q7OMgonL-@hzbU^&w{r`8K2{80r~ zSO8_&p=B%m6(qF8I>x2A=QK+?o~xsbxIh4`(Od1t&p(CM}yRxMv_L0pbe_i$O$80z5=+E^k_ucl2a`#SxL}V5PG;ScUc^tO&^#`g6&iy?r6Rf1zjB`o|#=w$El<`iM2v#+Y57!zY6p+^ap$kR) zn?WdBObeq2DM&%+rE-AjI&PrOCA+-5IKo~E*q8bTPI39#+=XAEKh=ACf|j(vDDdd4 zGwu+C(!oF{lIiJm{zrVTt=h?~ELGFf^QB0(_Ro4?8d`9+%XRt|^>Z4kZ9acy-kmdU zuizz}%ayF2Rl*uE_3g&|^tkwpF0go+Zrq_ ztvLN+*;>HDtA!5@yBQBB-G^HuQ@r$L_OsfgcBws8S*QoMJTHGAd~E>cu{ih?j?#)a zu@pbdSd?N3QfLn3PbIVt7SF2pWgHgzR+Y>R+yCaN4R|JD(0)lm#v`&L^|GSaj^Mvp zP?fgFu^p@e-x!H#Q;ggr6wu1!wxG9H{oTa$!zz0#RKLQ6DLd(YC$V~?D?DFj|GYhD z$wvi=;G~Xz)0kG`^sRzK+5hQV<54LFz2Zb~^Bam0G(7iI{WdI72t*=!nfROdyHg7j z-_@2A%T=yXsmI&ALnnEo??bIMf|m5_*E=8QQms|-V2WMCWyhma@B$imlxGfPRhfiB zUal{^t3z@Fl5^(88XfbVAi`LWFO`E_s%tW$w3v+V8ZTk8&lOh!bZGbB{I5j z(dBtMh|2b`{QcqdO+su2@z9i*#m6**NlT7buzM4~H*Px>4@U{gNk!JWslykmPr84I ztV}Fun>l5{qgEv&Cbc|#NmkAX$U<-a9<@TzylgQ_ zS%EVlV3MbRI^lP-#kKH-0*yx2@4v@)%48m%1}%x-(h8Wi@t?g31sQHPUBgBXZ9V`v zutfE3QJ^`l#p;C8G_YU6VmjX&*mQD^jccBR&%Z>?l8HkFKyk-%MJV$gg%z~x3O_G@ zpVD9$B$v;^%u>}@@9rKDV4M~Sl}D5cj98+=RNSw&F6FQVDZ9B#h0^YJi-9T@;|EMzKT2D=L?TlD;s^HC4AbC%(KU+3uqg4 z=fai(|K$=FK&a^9Qz9FbBdfT$x{*z*Q4)x^4%{103yXu|$O zUrA^nUr;RZXN*W*4J(^6G&xKe;QYTEJD! zI#BxlbIs>KICRbfu3+QLLod->&BiIO4_PIgj^dWP<}6kzN8H~wo2qQC*vJ zO#2=V=_7p~oXdH3j^msBIohSjG~~`ZI0(I$u5Ja&i@xyM(ou(c@~R$$5KZixpG+_BIEHdU!+u1x$fC;R!?y9l_jm z+-ixsfVzXtn-m>k1oaP3X>u62&FPftC&scCEh~k}!`6BOM63>b@x=gyWzIXsGyP-I z?tPCop)2`Q3`=%X)Ef55-EyH<<%H$*ZVjfzU9m0c{nd9#R*W3Xt%pr~g|+a*)_Qa# z8*JnCVp>vx1mr}dxD3d!W9+`IaSa=XY9}Us5CKoNo8d5HMtQg&UBRqFt$bsb0 z<{07rC4yrAUFSpJ?MK&!21(Ti{1uR6SD90sSzS)ix!>Le)@kNs>^5hc}~=QFLcBV>j%dVU*2zXgPjE-bHC&QxZ-4b2}p=P^s@0F{eZiXf?;87ertE}Ndx`A=w-T4E1^Q=dq5ceOJm`1D5byZM>La**6xd`nk#-Q>+PUQXz?@ z>%M=(_w{u)Iv+R8?*X&Rq>oOpOZ~;Dltiv}O?5R-4)=)2wpjFF<9g6i$nS&e^$O#W z0g@6l1M)A31cClzM&^?H_1NEkcY;=QT>^ruW~z0U)WcX{VM5;QOt62c4lT_ z*)kid@4)tce0Mj1fYmSsfsJ9s7-f0?=#Sxw!z_35eO?A>K^XDIr*Dfg`LWZCMU9He zEQ#^2XGvT*v zyedjoZ=>=&%p-p2)%Lqx^c4FCPmFyUN7l>+Vz|8gj+LD6t-Db{ zDDPlsZsi$$Tl53HRXHCfV}5*EW2=z0Lfy)nFh3M%l%O5RavOLU%KGGie>4>G(lw2Y zpbT;|G=_{YC8c37=+_ZkzNX0Y_Xw+Giiu9Fx?;xahXztELQ=) z!Qw_jMlbRl539yrey_QkeOi~f}A2HAI7|9|KAJn@|i9Eb=oavTo^5p5X)Ijm*hr|5N(NkoduUN zN_Q&!eki=7t!+E&41Yx(a*1bQv>N#mP69Bk&HpY#{^Sp?3aT6G&!TF@#)Ko*Et9z3 z!b_Y?H*$`<_GJiz=SzU?jMf66jef=nj0~l9OBoXju}AGWXK$!vm87_61y0cr-Lw`m zS-SwJq;E~xnq0t9J2O{euXNBb#u?C6UR`#eKcWqP;xvyCjI9IS-Wk)AUdGkRI5<53 z17jdRasm4q_g0eDl1>$RUtrP#bqM@jU4ec+a>fP4)M53#-r+X|F-Ce1(kpsPKAG-! z5c7Jd#}W~4x9M7YC7G&o#?`gR-e;q5c!1@BSoU`v6FDCIe9_V}Ktk+M?Varbfxckvbm>#4){${_6M}j8?xWT$m!Di5rIqZLFJp1{J~N=p zHrs>GR(_h~?z6CL)X$B~&o}K1WlZ}CaWIW<)Ct57_65p;QgDwX?yc*OcBlso8nf9P znf;8%Yzd3G38nK4LgMWFuhnLV+`PO77#-S;__eIgS6BPM+sM;YP7WxaS+-^8&qICv z{Xd0s8CRynebKdqw4)V-$M2nFoW;mQ;% zaWeQ=zbTsM!fpm0ERs^f`B(&4?F96=T2n${sJoOUjZJBHtl|gR!;Tx=x%9+XHbvE} z;u_QV)!n>QlBjRrBM8cAEQ#*LBuIYvKFAYszNo?5NQ#XxGKIVg(sM}Vh|TFvG4M;O z=zSy1c)P)flHE$cgdsx%Z_wX+UnK^XoVyLLq8*UDni%bsdc~WXh(!On3i@^E1@psgviR+Ml_O9_>6KjH^4VFxF9Ay!`Q^+Q(_T$l=n>@OhG2Lvvh zi6-qs*#G(4kfcmVMGhQkmQ{E;dYY zJqXIkKJfH))zCn=Je7Oj4RTEg+8arRUDm_BJsXu;eHP02%skW1w1RP1=|sa49&%>+ zZ)6lfl8O)->&iJE$uc4nj3`)uUWJ>-jkG@!>dWysa-1|ho=l5_lNQx8VmHHw>!0zt z;);CoA9wuweVuFYG%fP@=ijUIn&%7aDtG6KtNB3YX?t07*_6S?@QW$`=Od3rFQ+GO zNtz`5(0o+{#0jH!ZW9u&j(p+6svQ8r5}26BY;NMNjiCB^D`EL-C0Z`V$n?D%B#o_9rxX^pY&L7<+s%C8RUljVRx zsegYCEKq)be|pV&uNQMXuGw?eV6fBE=EDnPX>;9hBsVEZ&t%jf?|~!j)@yh2sTi2W zIpM(sGYp$ia_9Zsz%|vdh@M1dy9bh_uSud)ZmlAeKH5`FxXr*!@U`eW$o^~dJ_ zwcK&MjR&_QfB(-@0^>)aFGD1EePkeh$173Zluq-&D!AWubpd=_#i~Nxogm?P(i>Yh zjYwXPwBV5p@%Kj~yqvf>C7&2T4QEfs;=RI>W6CmQ~So$L&#sms@-)*YC|r907hp~bzh&Zs!_b1tmsC2$nEfG zH=c$W+HkGLWDhD$%9VUe+1BeanOK zX?V)`v#k8ocS1Rf3g2W&8B{q$AIqcuAkTKwwL@g-ph*J+Vz+Zd`2Nb@1O#aKM1R{U^s5|N)uF+Kf#g_G%OXa2g$33gmPv42)IW+Wl0%&85edc zMC$+WZsSz`$zt?!G^t&2?hEmy@ypO|oLwr`pnDO-H=!+SUG&7Zq0IW?PM zis@Gl53m1Ml>+*v9)s9XQx%wg_ZC1lZ5&xH|(tC?qE6y;|d zQ+%r$5$K3yJUtoqEBMz=^MJraDsN>vowGH9NN<*=8LHIoz)xC1`zI$2 zl1#Q#_DO6HSrw4ttZxWEFmyeg2(jwELLS7u>`Q$4mBZrev8Db`lY&iHbXoLI&B1K# zOZS2MGiQC}<;M#F?OUuBp;AFV^Ms7{zVZM4gfFeO>-uV3^8&sl2IdHLxsXG@Sua92 zkxT)4jkCulH4=EF!eYIt555U-0vt#7q(yVJ8})pAc6g@jvuy0|swCmlIy=oAS!4ry zKG^TxS~WMH{VpeP#P)HD9x`8AD9;O=jIhEc`$r^hZP(HKpNL!}hcS@QFvQp6{eZ}a zN6NjTBB1S%5T?rR1}FB!-Gp`eQ0@SBVSIR?c)|{|E-tDQU3>cg)SP9~CASGsNB6lmPMgjec6OP?c}$wV!KHeo{=C@Paai1G zZod!t^L_k!H!fXB`^A#XzoRn@`hPgXuiqB}FSkl#e*ajy3V3nqSDdJl=h8GU8K1E3 z*1UAH-^%Y~Q7y9BC%|g-%a@(<@;TC$Y8lWl=~)Zp6J4f3l-mXkpz=RkW@AfFK$O3t zO)7nUEi-l`P*L$sYH+f;Y=_UFV}GaP>#rus6EQ~HfpP|Rx5!zj4^Z2XOI7XFajRb$ zfo?mF!&N_jap;?U2LXIq<04fL6Yx;@*p$2ie^qeklkII^;xWV&i*vPzyihz zxr28}5a1e>kX@3s&!T#IzMMl2W1`}$Bfxp@bV@z^xZ39(r9u3Y#63M6Q=EC@4xyXW z5J3j}t)vZ$QPLx(i=H=$B1R&tnj7_!@%6IrRwbvh-WKGMmCXtOlwaYX{!p@H@9F1> zLP{QgFH5R}H`Po&b-|X6vmip>V-rLws=@L^w6Cg~yq@m_MH+G+7=HA_i|1iswNAiD8d$Mu~ zWzU2@z0_o-r4rPXC&qeXze01Mdc5CRns79D&^V}^H&i4qo<;`qwaZK&ed$XaE!v{c z)ps4Z^Do|umhzPd#3GshI`Mk(5(?=t9jq`He(X7M-TAm8=Q2<|Bn$GvKFg}Lrb60x z-b*WO0BFkX<~JXN?9GOF)tcDae{0;kxY+*pCp!T+a?SEP%K4qV>NNf0`#N9IShO#| zec3?CZlJzI?(USBK7y8`YK$HLM7Zfg-e7MsSEXs^85{z zcGxZfx6ZQc5+}`Bb&O|mBy`4vB87`LfslmHD250^(XSRSruBq}`o?M)dDW{PRaQ%u zP?|&`P6BdEJvN9WFg2Mkz@?{T(hm*Ho+PXHifWC+1h%irrm1aYi_UY8tq_+#-P^`d zhO=IPGuWl145r}mqlMs&PNGC)+I#r}<+X}$QS#pjHp-jrUsJpviW|9+uC;JL07;6^ zn59v)nALPvF!s7tsb);4OM4S$Qot7>`~qNh*H0H71nljdU$F^Q*5afo#9oZjBxztz z7cN&;EJb+h#6aMMKj8`I7Z9{rjT^aH7wo8T&uR!?E7uixQCFq0^Zm`p$ZXAX4Dwst zUG)Le&!E7fiYu8-D7Iq9;r1Pez2lAXV_BE^v&&0Eba8&jp;UsRpL-_9mZcluY1a!J z%8lBIVjl9FO71hdKa;p65&7G~&=A{VY_ra0m&;#)F6A==5=Hh@uP*r)c%$TjBt`CcoNR=vBvYL%Q7D^Gled}i!}^yCW3;&G_%{{}K;8 zgRq7^UfA_DwhSd&o%XE{%`^D?6aMMe4K`9@2%`$JlY5^>txPGVh({}mT`MjSZF6Cb z#vri=w!ob;V^#re%^Wog6!MQG)Ex?Y%!-j#5ocp_VG9%@?@c468@hOZTb{$XVj!7Y z=X!Vi`p?zUzvM5kb?KxwvO0Kq%23?<3lr}t5WM6=qV= z%FwI8{2mgVPlr4cjrA(`hIU`}lA`b6yXb55#TBlcmDQQ?q*?&xI%=dxbA}d(8TuSp zTEj$2OhH;K_v$o}zr|&Ny}4kp^y5dU9S35#R$cgykcmShtzOx)4VCyAuTk?EX+mfR zl~gJV4dj`fhoU@;45k2?hk2}Eils>~!2>^i^Iuvl{fowXH>aTA^+juHzYf~pmW+?^ zW2X<#=Y+yK-XAFlgk5Z(#`XPJu6)~Ay<>&^pMSM-XB#A7o2$HRkZh47H#Q8B!Dkm6 z#{(-TT;3WIZSdb9~eSRPy2{QG)KaKXY#?a@c>S+I&X(x{4ih zWvUS?|CyRshWa)}PZ3d-4E+RRic(@OZ*dp(>+V5542mYzMuV$K?2+}_d`O9hH%xgw zXT6v~bd8W0@@m?RsTcCrGOgftni4fp-tQVKnertjZM7gVwW?bD{i0lGBsYFz5j3sh zG6yqI@#m(SUsnGsT(+GW{;%7P7!rEKTxmn@HQCs-Bh95j0BPQefYK@If2sIFOEc1k z3s@n)wV^EQ#pq*(N#zcyZDBn^=B2NLa?(;HXo8_|#ofQsg%+j^SOeS>dU&m6zTUhV zT3EFMNFAc{fN6i8*JYe$^L%aQYatIv5_vc8N$aN?;+xbfkq(~qb7&9Qb^oB#wyMvP z@ukV%GsQ>h>g!dI_p{nSTBkQaqqk^e3T4lXYa8$W9e&uhYr(?vXN)@J_n!+7SQ3$v zE}g7!S4#^dlw;VWlT#ht1g}&V$<(Z_ey-|93EA~&e2nltIJ2R1v(yVoqAU zHwlg}ig!#4E#|4NNXr{%e07QIdTHfL9)Dc&S+*MsMp_#Z_$Cw?U)Y@c`O2I>LJpSkmY z+d{#Ks)sIrSN{pe>nl%s8IfU9V%a`YDIFmA2pI?g!-wQ{oe~-Dls*7a8$hjZ!$Dy! zE;^{8)3tGzkb*aY<z>>-rMBFOikVIAM-|9zhyjHyy~iCvAbOL`5}JodZD8% zi#0x8R3Fw-Zc^>c7jj2Wmf8r!o6vb7Rdo&4S`9uku4>MUjoEtmczCQk|MJJqtO~xwbk|#tD`rb7(cBsMF~jfi*KZOnRv{|Fe5-3|r@dH%I!L>_K1{joxO5LYb&^io-YQ}IDy^N za}N8X&CVx5|9FWx4fECw&7GR(#oiGVlsP~^xn;yxFLS(DZG3}~9+ohvNG_X3Dwu9i=20$=To%8Z3E&Y4h?5a1hk}%!P|T0NLX-K zZ%HO3|J5z>;r1JNPVG|(MT^>eInoL@{x!;^fQ-ST3=TM(xKsOFWoIMLfvco%p>l=T zn91Yhe2qN+pqlsGw+9bTPrn?RVBK{5-c_Oy9YwT>j? zkzY}mTd8`ZGwba^%}f8QgAUy9JjdZIZOy9b>ld6Q^1)O2h8S$#j2USp^T&!)Yz*%w z1Z?CsYTJ+5(95U7(~a`H(}PuHcZ z9k4}n3?7j|^oB1SvDAr*w7P~y_G#N{edO6$qGdese#9eav&D;bcl%r`1!~-+iKQvo z@a@fxAtYQEVO?&?sLbXkOg~uLSW=x`V&8HL=d$sr^lfGBU?LMCWJ3UNcz$&sPvKX} z{F$UWsJ|t|Em`%S_sg$Nq zSlISH6?X^6us;{hbQB(MMUGYoL@6#)X;C-7U!HLL#Ncm~Y)v*ljJ@%_#E9bU1mjNU zYSW>8LC_B4`HauMlQgU4Ame2^oq}o0R%KTIzeTFp>b0DS69w)ce~t&KYeBSs+0=o^f0OQf*SQ}y071DWzj=g z7JhGk*{RJx>Ak_iYKa#cTy?9T6QPmk9lP~foW=+D*#Gyd_IXgkS_)?8iZ8(348$qf zRrmU8eh90MjiHfYXU2FWog34*t*EqH)20n&@$PIkgI=9Qe#(?zRg0z~oq)qvB67q1 zA`%EPi(UmrfTYPi9GyA6H3Wq3MW5#Al zH@UaBH#Rl~V7?z37af~A(Cd&^$82w5$cub_?!}DT=?S?_qb?DB}BNnZ>aw z;5B9|!doc$pQ(+Ct|kSR7F6^~#)HZ9^5@+PC}BNPkqnzL=AUf49JHx0f zDQ*xTB7tYKlRdZas$<8H*ov_$(FW zsxW4^{Shh(t|Vh4?$x

$~VxaxAv`OX}|9Tpqo_Rb6$Y z=5fbRXZ_XRydf1`4w9wcgz}X}4DAcmPGipPajO}JHjo|_KB8|VpX?cL3Mli3)9IC6 z9~ND^*7VALUw$T^T#w+hCXu5cOv0%A=9hFJYFAOG;h`jI>JorhIDgbf96r6nfpU7( zQW{YE`UZuvIyz?~Ui)#;BiO@tLRT~IQ>>X-sHrlO`JkP4|1k(D*Br+_(yV5qK5z*7k)xH`}&KjVS@Du-##r!CH8=)3@?n zm#+fjbz-*$h#?&we)tG^oZneccboqhD>-jJz|f)Kz&X;s@F?Icg-Ey}(#fa2Twvo^ z3S#1L?5JsXZw6*pKptn3YB+4$m(!B4QNANRxpP}h`!({n0&iK$wCOwfwD;bWun1Rl zB6)njB2QVJ*y`K^i7yty&B8N@>|x=WvtVq00dhZs0 z41plK{K42%cgbcu>x;IJegOoK=npv_mYdzsN$+NoPywyx><5vc3HohdR>`0hayB)d z?LJWacF$#kuO#ES@ms;&8{w)B3r$*h05mAJZ(6LRQAt}*-fE}@PPi03;a*^puXNh} zhO96YNNHHxDe+#+rFbi~1IqCLpbHR>&A(7H%VlVnW}jk_0PAD;B?*iT`{!2zSxO z`-YAwSA*nvHpyUF`&#wTtd+{U1B22oBWjfFNW!VlyBzQLr-d|iKS zn2JdR2$c<{K6*)s1{`yO&3uyz=-Mr51i*nb5YB19`DN|oBcl#x zPXr=wL6|}V{Ik81&iLY=eqS;lMQj+*(kLAyZ+Uuo(<=&N1#Lxt*?OQ7R$GLQc!*(h zDzW>wkEWM02wQJl{kkPUTrdGEprcJ}{u|2nXG$pKiu&Iv%P;R8t1o{lLQa>~RL&~8 zFCD@NLmchQnJNYXaqP9rzqoar=3irwd6cA`HyzA2y((oPn;$kJyLJ6(U5Hk?w)ea~ zeENIAbiI~&J+7o4hLc|MCp$dNibYT8RB8{W7unXq9 zB^gcw3gKHOyAP-H|GhkcJEyFUH=nKh7!wAQ5J^Hg)p2{@k9<2iJA;F~)^qW+oyW+$ z6q~En?!Vdd?K|s^heFo_`~QI+u=H{8$cB8J-;3?|O?`d6G=5z9L}d1U^d0Yfu;7BzftztQZptSscB#(ufcbsVq6{*+8bj;Ad5 z6k^#b8@Jj}mfhr(%uzp6D9@RCeCGO{Q(YvNzK8Y#rYs$MJIKSMevy?yOb^D2v{NLD ze`d&1FMz8vL429M<%4_&k3RZ1=Zu#eDNP=5kBrIQTa0$~_T~z=_D0SMD!S8zQ5MRAxQYbQhT>s@xQQB7*k$5X!>nzM@A34mx@Mh>Ay!4>6 zt~z?!kVGxIFaG94iM=n?pqQ)o1Fb2rZzBDVRG2KXpb`9KS^$|!9&wrhRvduAA(4Gc z;?hKeBcg!)!Bf}A@_cVUY?{c0Tn7Str|ti&w}4}tM)uBAdC_bG@>Q8%az~Ocoiq8O zaI4b7p04W4M9yZ=uWwCtUdu}N7S6-%;4(#%FnBZYI!EJij+o!f!T)Z=Mgr+AvGNM_rn~bYb9jdK22KipXa4?^ z0=%PKd+^`b$4x#25H5UW#l7Oi_+d7Cm>+3Uv3;dsWdIsNDo^~V=amvGuf<0Sx)oyf zN8kM%P53i(Si+xD@I+XOkVk}t&rH6i3Hozb8gj7ok6I<|-I%E> z%^R@{gVxbMv8c6;Qs?LFo4DUAac^KX3e%vd9Q~Im{^}Oxt$N%UE9*A@EHe^+??L?n zp~CV)Vif;9#n7%Zs2*AHoP;UK>hPNWNND>Z!Afoy8>C;FoUX$skLN*MTlsII+4c8M z^Lv-hoycabxV1Qehggo<>)qsp{Kx;;bdr}Y-!0{6mH6z;|GNOOm2A*IVuUzs@4jkB zP9{@h;_scH>U!u$jXq@&3H>}U9$ zi(sOo<+12UDD?6r&=zV*W8qlF01uBooc?z)+aN%a{OL3(oyqgDz9~JH*vhfpw0cSa z6tg&QXPweV(3xr|+gClr@?tvd+-jH`d#jACw2(kW|BvL^^XFVh!1hSyux|r2+sp0O z?Q=i<&bHS_o+PkvtFxs7yoT&!E**poHH%zZn}6qACAh8A2R@-38zHUteb|$$LaC@$<(U}fc5QXVd6GiZ8??au znL`=Pm2COx%_2Ph7IhlV)UqWu1x;3{WpyQ%%PWzg%-8&N5xt^0G@e0OKk|qz4#Z*{ z!k77}ATeP)vVKRKUv?NkR@&$B)d@cTvMm2{`3*IigLfpVu}zW8319b`7$W8+@j{a* z^3;C>$p9he4TX|^s-2-}CvXpX+!QkB7#@%ci{Md4@aH`vHfl+P(S9d0z{%_fz*T;Z z_6YyvZe#IV*^>KDkt|I8DKe{0_3=2$-wmgW(H9QXjF8W{cUox!GvVe(i5e%Y2Hw~H zHoFRgl1EI1m*!Enuj5x_-M$2x=GDC)==7GDk|dU`a@M(yTny}!Xwr>ZRY(xqEwi+; z2;OO3lu~|Q#6!adeduJyoS-$o*wKZ+o2bE{g(m;`X|A2O@3H)w52??O~PK{#IE7C2tUHWbtc zl>D!KJEE@cixBU3Ot}z*Div7d{1@ZKluV|je`CLp=X0E;?8aYHX4ua^J0Hbk0?B%( zZ=KlNguFOVb3W)_qx^Dw5!g)G`A#8qBPZG-OUT4MLCB(5k|uT-Gz2~NwQ;KB zo;C6_G$U9h#-G%aPDMJFD!b3S9bjt^h@L5$FJ9}N^XbteadA42FRbOV*Zp)2y^=O? zS8e4H7FXO`IfjUklfDG+`3F*0lTTQ*O7#I0v$`CpdHTkw+#pZoRtY5a#1ar*Q_bq@GD&2$G63oJ%sI4Tl2Te%3WV){T$F4M2GX7YWf!o*Md6q7nI+->? z*;>mUt8%QLGD8umCp|W$5dTIhO++hMGQP@daJAMxYofgjTw+@GA4E*^(dxZ^0Fk#Z zE7mjR!5nee!0u5Ep+rJo8jU?}Wht0WpZJY6bFeOtfI^>qs{V+Jd``{*-h}uqP?Yj# z>H4r6U@_~e;|e$LE&YzFpWz)IogMq>EC&ph*MBaKXT*?c>we!T*A`idf~<0cX8YN3uc^FZulsK0vU?VC05 z=kCua!{i~Ntu!?7yF}d7T#JvqR&ze{(KDJBO=JSb|O_slnDhw;7M@H8psAEc*C(cdNed z$5X9Rx2)V?HD$*v+iBw-=GXiRL~M6UYW##S)}@(+Jd7BXyo?@cO!Shy4v|J)h&brE@M^FcCf)U zeCuA>tF>X1KIwQjCXI>r8^F;a+jF~=?r7C@x#V38>iJtwyz((Nr50-%9Rn_zgNP?I6>O#UZ6<=_ zIC@akOERMDTX^Ja0HD^|%6gvxeM~PVoCp*LAP`bX_IGJW9L(_zyHcifB)ZE#*tmDS zz|sjURg&pj**~=ZTv-W^ah$J`05TNw?TfZ*Al?LbKV}{&DMJo||0bh@+{M~$9RuUk zG(yPrWz9eT=6Nt#0)JVOt$iBi@M^#NaW4ILIh*^SfnbFvcgzkaowm$fSjaOJz+6oR zJIS`CRQ&wE+^c>mHz?|h|D^-e!TjK(GB5Gi!gcpyGnk76AUnXb#{t#4|6_uI*I4|g z(W3ui6v)_2AEaZyj(LMX=kw0MNWx=TyTa#8gNuIR&J-{;-t3Z>Rkf1uD#|T+@7Nmp zu|+Zx)*8S5KJ=Ch0>#3-A*zZhXBs}b= z(N$xt`5%q(nUq6g+(2)Oqnv4khBlOnf0IMTh_!#*r^8_2Y8RS(j(Fe{=T(H@5IKQX4eS z$Y2`!Gs#H7H0epOJG6DE%%rO?fyu9!MoipQB24n4&8b%$>ZM7@Ifq7^Pf=?=fiT`8 ziYel!(X(iQun~6E-hoj-*eGzP$)>Ogse4hngdXjFH&+cZhK`5B2|la`@XFnUbTC16 z)n1}b&1Z?)TZ~xYC&5=wpTJ^-B8O4yjtQfLQM*&ZMxp;l(^-c#{e^9OAmBihfk;au zLy!jPlALshlt@cUch>-c5z^9<0@5vl(gHH1+o5zfyyy46*E{%|i|xB}&U2pUzCSmX zbx>4ji{j`z7-O5xM6P4E1>>16TwGi}^Aikv?5Es$twrO!u6z6JcG*9h%6+6ky=V`iwj|heilh#41&d6%>9LSyjdxJIxK(FNc? z4I*xQ9$aLAlp@X6?@G63%ljd#)r|~iEkdD?siFTuwD-oC7zg=i^SJ0Gm%g zUk5DeRoGs=g^ot>SHsO8Zr22mf?e@yyC)Csqq=Uy^d~f-;yswPKAJx_r<>l2UvF;l z8%^D>=BpE&8Y(pCv))q02nZCZr_NcmG7;Ej?3_M{FDT=vCv(?f4}K-eUfEs)>H7F( zvjv20Oxjsyul`9=5TkkEP`)Dc2cJ$$!K|y8FIHQLWp%>?fZm#OMy&r@R;j06TF@xS zC8k+UqTDss`qGcB3JT}mHX;USZSsC?Z#x+1T+W-=*EhG`4^ADNEcl)f+x8y8JLhj> z1B<14qNGXcP5PY#WDSBfM*73x`3KUix5r@TYxzWe*jpoZAOIS)M4Vinm;O1J5s^L; zJ`bir-ktVB+nF!h`}*K8oh?oJ_tstad3{oncpD)FW)7s<0rbUYvC;%7F&L(JYuRL` zK6cNM47^#6q>Cx`zPSQYx&Nlcv(}?IHQ0EAfeUkUQ4me&6y+2pV{M--!gn)XXS%_G zrnimtAjB#WGwd_bLw2$K1kMsIGv%IbD+4Wd)6sEkY^~aK+^sTSs)4hB&;@(Z$SB0U zB7?oC;4YufiHU~xv`V~H;aX<2BF+*IAPn#8P4a$epq}7cuoS-M)zmD5gOG1B;7Kha zz)jdoW^NV|rSnvFRNi~(ZtN-a&Nib;*Lp72>g9RIGUbIsT2z~-ibd+7f(-OvR^9VUDjd5(y(4)Z-v9`mqmF|*;GIIMY|axFE*8$zX-o0CGZKJ@Mf zggHb?%~?r0JaQ!#+xml*Sm;;qWqqB`@zjsEeRsJ2YnLh4U=jnB=0Ho;^UPsKH&3xt z2K5Y<*y(qz#`e!96n7gv0}sa(RE$Qg>lCF6zwiwYj!J$id-{^Zi9r*vH6_lXbG;6Z z4Dyp!YmyLhi5{FV{TzXxW?z5*5@5`S1v8}rb(FbTHY1~9l`d$|ditW{_D6(wi(qU1 zvu7=31&TbM`deS@t+n%^q2IKYW!N5Zkw9QFq~6`E(-~;|>PMmuN2Ig-N_`!W=cyNU zcfZ9T{e6`33en%2_%E?} z5I(*ox!%Tu{wju9hMVni#}2vL zAAzGQ0fb;CfGW3H%=hYS|E(aCnr))KF%k9eJ${ob(G(Rt!IdRGa$^CMR9%fr%3FsjN(${sopV zJGiCW)Xhuy?R7o8K2wm)8MX!l6*1bl8i!f=MBNtFnVY>x$yb%SV5DoCx(&3Kair6M zEO6_96O43xyj%CP9ee%rXE;vroqZoOArlSK3YzGx!g7JucUVEE*LDv>qT8Hc?@`*N z=^u(yH0i_LRR5Na8Y8E-J>EJGIuZ!|P;l#z#53H@J_Ts7`R{iiX3Yw_{ldHL(%(R9 z3|#fAQ_K0|c_4>{m31=EBGQ7&v&Tg{V+ltOMvr%8b+IAD$NAmBAonBI!ut!FMd_eX z@`5;AJ$3Oq#q>M{h-6kUfj1cV(i=_qr;LVe5d|F0lX$fr&yOutSj^vVI9_HSR=ild z3L?J$wV5048tHPstzJN}7zlrYm_L%#muNW1W47{6{tH)332N;!Abs^ZO2KGJJ;h=%#mG$xC4XDfNDd1%KBoM(n{ym#F&? z8Mf~CH_2QSeW}XOHUGfo?|Nj|Vd@1bPBhwN zo8D4K=lWgrA8a9qzZSjMEawOHV&9BLgK;)R+jkcZY?P%z3X5L*f^a4O={YPh+9S(* zukA#iw!GzE|0$AHT?9wO;r4+MJ(v5NAURUoV8UD3&9_{PjUU@J`o1*p+c|c9DYOtS z)V3V4)-FyrsmM9pTJ=zdJ2UgXPi+40-4h^+ds?1^ujp>91vSXwkvjvD4-Ak?)s?7K0|TRD zRh^jUg1fPvjt;4urOp#2lD~?@2Rl3QZW%fK7WXrQAyN|!A~BGq-qO7b&TcCH9rj4J_D*GW$p_ySKVE+?7vap&j+0|2=%dHwwGNqskwlxt zCouipdzJgLhW1r%`YRf?^Hcj-kChm{Bo+SGkf|+$1VwKp_4eY`s7c&5dd7JMvHPOgEaT6D!-7H7DSCXL*75>PcLv&_Ah_z8u$t42iEmw8`F!5 z>MAX9PC*DgCX`i}9{+Qr`(Gjt8Bt?Hr@4e%M}>rR@>5Qo+nf0Pp;D<+^*Tibut4>m z1Aws7_%~6y?>w!{__AuU9mflGfhAZEw`4 zRrbeVr@wl42U&w)FCxvPa(NAKXCAZ0q<<~Ew_0|L7BA4C9C+JkJO$=w({IVda2YL- zdpQ^u6=Ts|?|7NDK6AkrszS$qK^tpeHnX0m!SSU%vOazrdBB(^!}mVjNXm61%GrEO zPxZ9+Kn8m9P}9(s0ep+GDJ@b65T9}$(Zi&;NfJfJk-mr(KT9Jdur>UtYDw+b;&Ab!+3KP;X}5hPaeoIJ3oFXN6Zvc0FNoOLVX}ZJnb)( zk8h<3Qrk`Crs3XWya-X7lUzF5uZc(UBJ3FonM6{*i;Z^dFHZ&Tp5C1A-rj)Uz|+N> zg4>PUw}Rj6>JBBZdL&+%CAAHW52G?_-haBf*yCR>xTVZw3tMm1!k?xT06?Cgg0L zTuR;~OM2gi5|NkJd86JE`2scjXFTvc1p25}+w=^lR3=Q>FlUB)do2HPEbJ=Xv)RDP zHPl8B^zRUZKIJj6FQgynMlhwrrUt3)rY ztngN|TRUWsl}{#Fwo_z#mu4s`h&hz~6H!STyh~n@r85PPJ(ZgSzKHQ3%_GSsoTvA2ho;8cyl`3LlWX1Y(cy84Wh`atk!U%?wS66EGHip&vy`uYdfJ15Ocj`crq}eUKcF&+y)TL4WE4 zJO)S-*8OVsM(W*PboWL(W~LekNSjUkvLMRU;IlN~6=-(IY-vQ9MRq76mN|qs(lhD2 zGAKBX7`eo0(lOn09)HGDH(yd5eP4Hm7p-sr50JPtueI%n@_GQ|BSmZFgUi}!N3RJ& zEbBUNjW;ed_ZTvYKV{0Zr}Xh?RJ#tedL$j~gt^cp7zo~K-?_Ued=HYbh=|>H;|(xk zc)gdHq^zDuf~5$359fv?wx(6PNCo4Z@I*vKg)^!8)Ns^+SEI=b4@7!%jCS-G5+SaTge8 zs{OaGCl7{NGkcb$-mu{WO9LDcF+r9p#$h6&zXBcU8dvFE#1rBs=xGyaywtSFzo zrH{XO6kU9M%L_^?GN)hjeBc5$Kv$#Gv^1i$SitTdbhGldE%KUU4})Q~Z6{(FaPV@% zb24MVr8evRYfWW}k1`D0COni&USieKsKH*!aCO=Q;8@m4R*!lotLY`RDu$WI`Fckv zBt2wP8OlJCWVSTPD1tGzrpJ?g_W&FBBlC*005O(Xy8#~q0r4XQ7JbT}1x<{|DhDxJ z{1d zx;oiB>Wr+WB3-;K``X`~5rQbQR?DTD#UtpWf|Oy?@xBUnw z-8^pLcp3boPa-kqfYB)<1`Ega{S(K`hKhl~!I#15mdRqH84Zsg$GppmfaSwuR?{Qt zl&I{B$bhF*Fy_}=!NEgi=>F333&>vIl*;gNoNkMQk(z``Qjd9>)dx*Gk!+uX*=-NO zOiGJ{?*;W9BH1~)x%QQV7Sj!Jeh<&Htbl;a*V#K7JKHmMoiTnDtl`O}4+c~2ItG=% zKk&Zp9NGSq^5*UxpiO%2wFJhnyJ%0_49DlxC$>vdTgm{8S)DFTDwiQ+7UtIJ1LCtP z>knxwaUsFKH*JmV<36=!u%E%>bqd4YN8Nad@dEVJNvb);T)u@PAvqS)yK~ep#gEl{ zutalR!q4L(E6a|H|EQ_j#MJ4my9_tsDkzl9fTBGu4*U_(Q#xi}tQTzI>7!Qv3B+dS z9XG`(Et(ZykJoutiP1LxN{~rdPZR_7&AMx%<@rxj{5i3;-X4s)y}$?M6`|CiA&+`A z2`(E?3?mB;p#U8hb-*Wpzz*T*!&L~zA;7!}e9hDw1hk_ilvn5>A)GL+Mm`8xWVppbcCD>|Hf$)mljwzcB*z<;3-=vy z@+POHfd0Eh1K<)1!SpAv;KZdtJN>8!^ESLan*-ho4is!{Yf3rJ-D;-E zMA!rpga=gO`J$r-%u2uVMEXxr=nU~kS*=bQQe3~!PtxB@mS}5+tSM(#ntnkmf>^r| zuJA69hYh5_`a|Vq%T**3uIa;xMV}5G>)4Bu8XKoFhaKqMeEr=I4|*pQ(uhWM4I_q! zHyI@pQjl-v&??S1`jdu#*IoZA6)SnPb_~XN)AZ^X3p~&4o%Z9&t)8;CxUQ=fADlpT znq^pNF8_9lVs71pQ^4I^y9lZ6z1Ntr3>w3teo(OClry`SurrqzKp)E?5Ipohemv~E zl9vq|DpM#v52@V5gVb_NYJ5|*fzYq$LkG8|7{ZdC!YNxugv<9#T2Z3$U2x$W2K9Tx zYrf=db)07%*njT-HU2$+i&^E5dhmB?7Kko<(48-F=WcKQT)Vr@i6(wdxr+s(XM2{! zpG1(NtvB^Zj{*$8xnuJAUrzAXIp|G3s*WD^dH9`2R%3$SVYZfTZ{O=npR5L|=o5NI zc)OikMhF86@rk3AgO%t2#zOc($YWcN**oL|h)?vNtDY83`tb}OV&fvPWC)66t9UJx zGx|2&xxy%A-bXQjM$RTU%nRt_wVx`HSg9#7WVYlCTe)imo-Icr=_|`G!1{<9DX|ub z`5hTcB&xjEQe{-B`}PP0G7x^LOmL$%fC^kYG6amC+Gcy2e&t?3qpNCl>Zz0|kG?){8Wyd9My6 zL@qRL?)@h6awayF)5KgOwdQlwa<+^`M-rd6XhI5s(^I^D!TZ^}49mK6WyF|!wr0z7 z+ydI}O!D6OZU48)dRuy>DOerPFbFt{->MbETI-(I3+FKA~h7`O98p^&HIE z%2c|eL@e%OJz3jM^bxJ-;<(TGuf?P)HTVc#M4+7GRK?}ECpE{fV(=*ICwx!29H&5K z;!9a2xGMgG$26gAHL6m}S67n(J9$G|_HdHp-Je)4+I#ZaDGhx%$gDnbSR6S2mPb%ENOc~*Pe$^YhZ^NHysx`$% zi_egyDbH4=3bznqEUu6)&mj%bG@PpEjo^E7XYn5=3Chhedjet3edxuHH+l!sr=R}q z>#6o^t?0h)41n7pmc4TXTejal8afoC$993jA58V}m${>Bo>9NFx5#dO>@=4uf>0!P zNhr7{4=)HIVB(l}q^od~ik>~G$W1j|&P^V547v?G$$JoWC;quEo25pO?u>!nTJKvy z_VNS3^^^&d&$QwHg(w1$f@a%C{}%V&md5pENr1$!c42|?yF7Rbe_9{Er8a==TTZqMeD}gOZ*o7zN05Gwa)UxOSZD7r&l)I8-U`0@rH%D zkSZ}02t6Gn* z91P%iXn#gVy!hrr&)2-11&d*jTirkVa}mM&?=rvu)v=rAFgqqj(c4=x{&bZ0m7QHt z5ox8}1phknyu&HZ!8n#U?6@i4_trHzx(*1 z4^@-iaMN@(q^%?Qp8QO)$eu9H#W@>aorjU&Hszd!O_lwv8xFE@x3#qNt3fDr-h~RquP^RS2N4 z063USSt}LySEU?-(BFnV2TrtqUe1Q`1!0>yG46{)o zZKPP@ifz~L;D&_4YFVDq+eN6av=s3&l=c>tew>)c?U$S^T=*;I$U0Q|S1KhREf4Lc zaLVXQZ+T(Ya+&*Gy-`D5?@m$7j9@({Xt(GBE{zJ_l~2;>uf_K2Lra&vc+9$ z`+sGsNjQ2`A%~MdVKd2&uwA-rij?pXfKx?odOUyoO5I*&}V$WVJO z?=iw=;j%nH!SaoGoMlL>5B55~m1WDl2-N}0&QBSmhvsu1-02ruRrau_Mc^02Yksw% z`0kbV4UcqkN{a0x&QP{dSwWVwB!O;uQNf7*V2k`BzshP>F^a@KvOQqq96e*U#B`<% z9n%Jkv=MYB?qQ-q(`?zskYMBZ?O@jHdG7jgV03X+PZf;EBQ7hbpp#g#1ACMnd zk&GdUWj_=tgbQHV1<;zA9+p$xIa$L=0#3ih-B$^^T6g;>oMB!jOZb)blMjUJNg)Cg zhUE_5#P5fEj!0F19mgl{_9TSfPRIT}Zr*O&<<(8-?G82Q1O#4v5By>{`rqU}oU6@9 zr$}>qY(Mh$ESXLWhS^0m(nvL$o|G zQ1UDYyl9^-A4!5pw?OieO5TCcR}oA56+Pv(r}^R?pOMtHOKBlC z%6>pIymGdo*eI)R9|U{zM%VJMckof$YQbuD_G8Jt1d~o6nc$gW){xEOFp6C;qOPeXgsk^W3G6x~L2;<5AJzVSDgkM@|EZ&dSL#nZG((S~9b?Rxp~Si?4S4 zW2>>VwR2`JWXfq&Nypt#SEofLH_x9`C!eWHZPA?(kH*k+->ZJQS*&YL%7_7%-pbxO zCI%dToG{oMOXt4L7MZuqEI;{GN;aFAv_fXZNiF1UwKGX%c3RBwS(08VeA0cKt_+n5 zhq2)7q=)adC+I=nPP#d1QZ>+pvj0{?=FLC8n=#87yvzrfp1iw+!Mpz;5(4@=sg9n5 zpSQQJK3^wXB4d!*-%2=tiLN(X_W#HXJUy{y4uh!k3qhZ>)EgM<#GcO)`JqPDWe(b; z9=6nb@Kg0^gyAF?SJZM?WF6nVW{&=O5oa`1Y|DKjrbJ>-xcZiNT27V{K`q|{sI=~r z-WCI8uQ;MfYo~zz)2cH1E1dEuZLk-RfLq!sHhnyuPM3QWvg$Zy=jL9ysYZqd*8_|Q zm9=9IhG%3|h%-h;KT>(1tZIV4mwtKK%*)Nqm^2)g|5sopz4!IUl$~RrteSnBU;M+< z)6=gd5>^1kXm!T*b|GMbe{h|559BUs6cieUm!lX*!52a(9!m=Gfw{l8SB_L3;_T)o zPC0hyK#zT$CGlsk&#Wc#hRk- zW6L%dgZ|jQR@kCB+1`hmsL)x}q+k-nr#zBJCMb<^2a~)AVH}9X7oMdGEs!l4!3*^> z}RG<{}sXf+JMV5(-cfYY4`9OFDN5YHXWWB$&Wun~C`b;b(QYcUg z5_~h5+K@Mp6XwJ7TO|70!SjoXHJq#HOK}k)%t5}C=^O7zM8ORhy#-$Pas}L6N}hGo z-Hy?T2b>(a2 z`-H-&URO^v%p5X5kVFbPSm3+#+03~-X;*wVVB&y`1|bSBN93xfz|~P2cItCSAzIfk z6K(KXRJ5iD$uolVkQXfyfUzri{%#Rf`ZG%tJCgDSI^%~QpBr6cbUASnaAYMBJxP5_ z5G!7ltj-zK*27`s{G^AQ`Il`$VGN(G|#S?<3oNjn`abvUiFS{=KnZ2T3N~GxTo4*DtR^+TXLAW$!|Pk z2s-99-)kGnTqWPjPiLOjlZW{d(d{aG^uT=%)}kBw41bea1`4?j!TL}K@Sxp6A;O)- z&fBrgg2ThZ&GW6^L-LsolWIM|puekS`bfU~8I=2rZBXKT__~hvY!WW?+pq*;J(6A0aB!Wd(!J-m|2gwp>>anaev%s;BHr;Vl~tSE z1U=l}G$M8{H*Q}h6*|$;l9xuBo@aa&9voq*(}IA%P7Vp|;T_q*h*`}+FIL`}bykD5U6jSQ3>g(fb&vNcX! zZx6jQSHjpxvU{UrAg4hp&+x<%TXm0nR?0pCC%dw{ssdp#w6l{#cjle*U4t}id4Io# zlvfob@Modf=QTLC6~$RR4A(|(iFulci?AtS8BoqIn%*W3f}27yE_N}OGTq?-xIpz3 zOi-x%du{l?sZt52g~5t`?e|BcWDp;|Mc2g>M1=Hr9S+u3#9$-wSK&xTjypL=VW>X4 zN?@!7+pR=y^`F?WyyvtD!sI^|9?Aei5NJ~j>%Jq?8ffcE)6~_OS!^q&hAsP(Elg!X8<2n&+i#a{X1Nw}xU9HL#4=SqtE(J4E}t(xPVjg@ zM6^3Un~*F-zyvYU(V6|{5a*2SU*@hslgXj~kwW&|?dsVEV|dDt0)6e?h%8zvXHCjizg^``NU;2{5)&QsSh)TFZoBp zvS+DsuoPK&OU&j|#Re+eEH#R~tt#E628;U)2iWFi&{=|g>ALn7$c~(0lpW=&2I-En z2U}4NIm*)C!&Mggmqmj#;#)A^)1x~w^R5kI{^zdsCWiKP92QbmhxQEL-thl^Oa%Wu zZ0B<0BfinwKavOX`uff9@v$AaCa=3VIiKxKzX=Q!nmNAyT(#-$AWWXKRHKkGzJy#- zCBQHXG74$kn)P;2VhpPy$PyZ4kRlQq52ZYv(9OYfDV3&l!EAvP9aurS_%F6>?%@wY_s zZFTxC*<6BkyE{CRd47fHVGZ^ZC|je&o|2J2KdcQ zpL&x?_xW7pKHKl@!9_lJ-Qx>c@-{JUWsZ&&YeZ{X%9Uy%Ub2x7T57QueZhEx zJeljb%90vee&X2%I>ARv9$qNShq9xH+?BKOHz4vW3!tj*JheHc^%_BQlxT? zdK3^dzF^Zx*tqviAz|p!!M`$x*?`VY11A`%&RRHZWoc>Y`gHO8rwYxdqqQd0k&8oS zLZt&`KMuKLKAZPCRoiCl+aQ&+^@HkbXKa2U^zGHuR5eagoW>bPyQvtN3y!iq7n%ca zB_P^5BNPh1UCUEy8j_h7x=Dzewu6Kp9t>Xww@vf7fhtvQGD@3a-2;V zZ}SZ;1Xk%1HiiXH*;pqYRv_^9x(QCkgp$`-%bJMejAcYJDl<|)P-r)){&A>VuR+0h zVgM~ht%UTt%xNF{wD%tpLiS2}1o-j=l7;ZUcGXAl9vg4SA2=aa6U&floLH-!Q+^8A<~Llw5; zYct=F67IyASzxF9IOjM;gVwhX za(RGM=rBdGn7o~#i1jq@M%g))@HTz}Li*k}&?2~HrQLt`{1)0cd8I5xHe@~GgS;o@ z7K*rA7z=L+`uRIiZrjBMll|PgwoT;lcm*6}%tYN$b4_q_wyHC%{!;*$1~#< zXfc~_wJ^4wi-9+5=Bbt{Ica}0w4MrEP+Pm8J427o#V53qh4N8h^ z9$VM4q1NPmb)gX__V2#fTj0A>?DnO1fNKcl5depnbo%J%uJ7F3EH5uxwF`@iW)glc z82jtl2eRl!SyIn0vC#0mUfHmC8|(e2n> z6m9x0^nZF;qi1>(f8R;up8B){qG3G{uu~Lik`>kT9k$UQA&@^{e!tZyVAgL*&$2-4 ziA%h@aB`${eD&(jKSS;jN@}$ynZtclcfKL|2g(dN>bRlxJovFqd1$-4eU z-DUy)z}Kp@;{Cb?#9C+6LNLY2F2-aI6Jp*+V6$)g(Vg+GomXDVx|(a0tpJDs2e|LK zNtkl{In3ukm)8p#d)hq4j#a8A@ATTgy1Bj#iLEX3BNwtBdnEOcsy!vIasliLXlRx~tRu7y>CGJ+CoY>P*y7&qwMa9)9g6mT9V! zb^e6J!W&9tRt;NHnSkX|6@;T)NSXL*IbwAulYB??=g~{}1Xn9Z99%K;^YbRvARiP2 z!qI%U%wgR4O=X`R_tktnR&2EVfKe%F`l@A!4up5OkMeZEx_cY00hD!>3d5KmU$W|dfcBC zt&uWH4jpbCY>6q$ES~zdnR&m&b__Dm{Smct$mm6DCi{a ze|0sTJXl^nu{zaxHZ56?5cj=kv;F1F?R9jvU!ZWB5Fa0Suu69k0GFdsXkT_#q&(~~ zms+VG%S_3KLz^LFLk_%1Kv53QM^(MY-9uF@pEWGYG@XzH&L1adoY~=3lZu8$aJgpV60=P?Nmmi%n?B=ycDCDJ`<%1FZU+PrKXLRu? zF9N`uD@{8y?-Eyn-_4UU_|fcASY^l%MJf}jRfxOPC3I&6j)f$?gBM1ytn^XXI?j%D z760SP+S=K{N{q(NOWS&-x?eOG$fGz?aL-R&?UzvK4`q^2uYwal6NHikVsmG8oZ1eGXX)P!O;AF|){;55v>#tv)R z{!NqBJryJ*ALTJ)UHi<9}e?vZH-;8Wdn$Lp;bmw$met}$Id8>w;`MTvw|U)G%uxcLuNGr zl~q&SS`plYJTeZ}I`B#lE1@ZMXBb!*0?{=*OWLVMzZQ z#wGwjmN-qES>(TO!J(8?Ru)lUPAZQY6C2Im+~Se9w|5|6^-jfS3#ISM)Ly#elDzsU zOdj@8b;7UwvUGFCL2WZ^9Izqg*y8(E`Hk;!rjJ4yGLJK0U*YS>N0wt?Ox&O|JsnSJ zjsDFsc*xP?cX{roK_;h>iqvelKhewiMu=i-XB%iBcXqcM9gI-ns3a^Nd860(4DnH_ z12)k*mD?5WD5p>!whlfvZUpXb?ZbvnpGHOwq_T9r$kU_-y+F?cfh8!*U~j%{20av< z=ZW}Pv0nQ0hrwkX;W;N5`f3_4%hx1)Q zVbrwkHE1GOXUecmJr$nl2BzO|5phDjCU1lDBf z@p7Jj2`%Q5ABL?!I7PM0D7g%&T+OQywS}QgQ)wxDK!LJUo-5hh+X5?wC8j|)HS!(6K1|8 z>*1BoyKy2zNwZFPmbhCZd6&<7nXe)Pn<|kn?dL_ddF-^AD6ad7I&Y@}kJCCYkE=Co zB=GXo5tJ5`*K2BBl(7XAPHe@K@I!_$L^t*#Mn)Ymm3jZkPun7-AT*dn=9|*16o9sq zrub5c4H+o?-p)7*bjM;ut)nv3G%5hIKK-_M!ZwlIeV$*XJT6t)C#TVnvrgX7Zmou4i*B}iIpyRn;O0wk@0}N9guPVQ2 znv;6VxFUM!)s;eK?MDx@>Ic_JAkG4`@`-N$^}=5Vn@=hF%IA=y$7=pisy$oCLK*kis@J!I_%lxqw7 zq1IgAOr8a5B9IF#k$D`xMAzXLO;FKN2KXPAU#2!6w@dhJ{^hIGfq`-J2C&8Vq|xP{ zp7t846_h@lJ5P+H+AX%7nTe35Pe*BLD%_trK)K>@Tzvb|{eb~-{^nVnp!_C1fs*x) zCy=0zWk|k0N`{-`$t|^;|L6~Dw`={$3Pg0`e)}uU81E8ROjbMbhs%zHjKgj-`l5;f zJHgCr^2IAXIg_hpus_`GyjVJq^}Jp0yh;CW_aSA7usjge>{ZRYq6=gX#B-4j zUqI-u=75+J^QsIKX^ioM6Om(OQrL`$`2L&$mVGmLfq%)&gZ$FjH2m&8pF4 zI3#f~$(1$;dUEM5uKxbQrbF3dmKyvjFCbsLVnfWtVqT20ew(zcSJIQbS^iL;N}xPM z+9%v7t^{rySoW1=RDP}(*Eb{G!S6LMu-26c7B$cfR;hnRtTbruN-sfi74Xf&)T4{7 z3DEilgt%oicOmalSVbsE8B4=@m>V(o({RH4Fy23RZzk6*Q^`VnHGNQIfDOp7LJ!>f z5~hl5`P}c&^A4I|-*L!$dXYKCzl?km=EzjpEn+>3R(CUMcYfi7tQiS6_o5zL&Uzse zVE^bX6ZY;`8~k%*cXd747rYTR1{?fNl^H9~3W?kb%@OHHb38~BJF>H9)59}zVNJ`N z(33~V^R#=fCUib9FOtcrZzUe0ufW!XE-j`#NjAN{N-JTdyN<06oSaGJ85mnEj+3^H zb`y;8@$Trhd{!k{&(qTlfuJ+*{}B?AshIpF)wu{}+!R`R0uUT?dNDON0osIpH}TQI zx(eHjZs(w2K9r_BDEGL^fvfVwr=4Ggm=p+FQmvJ;v>%bZHP*HKh4UNvv{FgOH)l%Y z#hqLp4|n(Qnji%G;wh!2%7jf(At}-g0FzsE94I1kFn}7z9L+QRT!}<^vq!*a>2h!q z%vO!;3%K*&yC_^VfAxUV6bMvc@ zpJQS9GrG2u{3^ziV8yjh&&|yhW(o+ApZfGWtCO)Loj|(u2ZayChzwYKeJ{;nHbn#Z zU5$6E+*;mqC|@>*|JC9Yi{Ab40Iyl)L^_Hoqa&oN^AVrcQMClH=;|t3QRO_a3g6!83UZpc9otU9^?EfKwv_lK0vrpY^z<>M7NdGf9hRWCi$;zw`#I!o8AujJe@jhWDZ)`I2 zTIH+J^_j&C=a^>MJIplT*{^U5NeW-@AIlj};k?Z#PPbXPXImjy%<{A2vboX3|BL=J z&Jt0JvC})#kvp*WC6hju95oN>5DKBR>V!yUhgqs3d>5k|5Jz(sz&$-5`&Io6>kqNZ zGO_%#pM4aS&mj0d{(eqh$fT$tFQV3w_t0{nEnTl+D7pqI8}S}xW6ARDB0xGjm#(fo zkh^pt&8E!-Y^Zqog6#esS7FvSe|NoucQM`_({B)z43;^T0ZWn6AkzR^(89StU-B=) zg$$3ug3$6g8WLgyhZu(LkjcE-5sIW85$$6@bcNW>mQ|e#_69HXBVQk_zW2bu8T3P+ z`QM4^Rc)DIoe?$O>P*J8SqgP(Sj>- z{_ftN;=IrH%yo2tCp{D%Up(=t{$$}s++r9wUv?Ke!SoM})_EKjj3T)^=$*KFXdkCz zh%5c`za_rV-;W=$L3nXJ=@Z8V#8#V=RG-L4L}WFqQ(vyVa1hKC8`UY#2c;V$7relQ z6rU|IM=RwK!yBOU;2Z>zw7aJ%Xmc2c9((us!cBkyDQMs#K6RV@{PGOZ>LM7g<$Tn| z0MI8qxr@qA9$V{B$0@OSr<%Vt$gwm?eP)ee+`#9|D3*@8ds2Y@?XX^lf^p=&zSr7i zb&-mXaGKQIxX#0A*3QAWjAAMd4+y$zLXZ4Sq0Q|Pr5OCH3zR#d`PMJdzZHKOYlly) z3kkn+yN;L{ic)Rw+qHIdEX>ZvuAXgdfJriF_kg_&BBim07O^-Q2K?~|mn0!fYOLkb zB~tSjjNujuBMDm`4Y-&Xwh9HA1kp8uN+hPACw)Mb+G0{EK5E3320SY|lhfzG9Mc_o zSH>f{K_;qU?D_NO(iCl8`+^;j)^#7;;$eC^lOQ7^qCmnVA7gDjxK6Mw-vk2*p`(M~ z1#(dX{>GZdto)!TQ1Ny57TCBCY6lS2TR*0h1Yo|!wqLnlhrw1#?=Xn{3v;UykgMF( z{U4gnJD%$If8)mpA*qyOl#z^*O%6v!b|~uDGkfnnv*Q?Y+CjBu|Ipnh(&9z)P^{0({-!jPW1aba}2A-?Z$@eOeBVE@|q3wCuY-qycM2_{s47K<*d&tn_5_nCN8NX+ zQ@U7r)#4%XUv!?Bx$gHG6PoVozw5M}vGYa0tsW9T!)PM%-5!SiDH(HrL-Jno0o9@? zck%A!MTliw_W9`5WvWIm^Y*up3e;Ky@jDoY$x=W5nQpPb0Fdh@nW*L?1zKOAZza8) zb;TyD=0AOnjd7N@{`n>ppum)1V%m!mn3%upyzMk--4B5%&FMQ~*(ykrDvXitRIUt< z6!Ha#zTl*t7|h^%rv51%^W_Tlgw8N#0IUw=R*oGz$kOg@q6V$G&bWY9IdHTU)i7#6z0I_`9;T+*o| zK&wv{KK*G6T<9~1jNGm6qlySopqe_XaYfh<+Y6z5UsH> z%qMV931DLlnGSrEMyme!MPvo~xqvlzxs7^C@ZP+Yn~UE+Qi1|xzO@*XGMKLl15Sln zgPlrxL5b~#PL_Q;=UZhhL{YLKH*McCSmA)=p=@-;J= zMpHRgIn1H!`Jeqo#OSp+ve^9y8CQd!jxw2fkhTScc`1d? z?7CA@oh#7p8J6L^T#twb=o4w_9?)mFD|XrInInPUL8b~j2M5PZrspan`ztH#N(lg7 zNqR0S%31Mi9Lr#%Tdj*8)CGW$AbkvGu^jI$r&C~UQw>JtppH@0aQBkk$IqBkw@qecW z>tl{h2lw!PqW>N>%`{#3n(KgEpW(fw(SvGX5o9~qnP0EP@!X5%qwHGTX=@`0`jGgu zDup_MZO98w-a!@;pFC_2CUoX+ZST|lyaRb%Q{rx&`9yDTW9!_U@dlX}a;K>&v#jZ8 zSuzB)I_0PRG2Hr{mZjobU&#H!(3WH+K>IrlgF~h!LSxc7=GdMedi;nq2Zl zkEFN?L#xm>sG6d?&9S7Uq~I?Kq!CMh!l!M8g~oSu0A5}4qzR~o30gshf=#7*gF9A( zRM{G2uWC}MOxAd3E#M#!QFC2ebn^INrWGrA3L5!t*@EZXQCV{z*rEzx6WMs8T^s|q zY6I3Oa_6`A_xBHmiu*0>k@Y`*0GB01CU6oni}lC6jGvgv2<+Z0 zM|b)i%_M0&mMC4r=)BA9;JNXJwMxWTO7Ec`Z|pncAL{5iFlC3vbY+y+jJg{LVwze# zW6gAMHBa&Sr!0w6I+kA=Ct2$Z6?-@zPWl%P_gcT?oJTsbz+;_LCRlVW_0&B)3hQLw zpx0IkA}7p)siWElSSNq@ow!tvzeNaVQGSeb-kQtm0uW~zYHg!-cJ;tCgMyq(LT#2t zaOD1MSdvvZOG%@!Gsa0Iggv@cM)dDQA9|G`{*&tLc7}TWhfT_)58JVhR)H_1rvsd2 zy1SlrFzrND^I7SFFW#d=9)pfoFsN5*)IA0J4Vyxlm-LAlI(FDbM%{IL@eEt@RCRgT+L zj=v^pGTb^{J3SauFrmgFVr#NNH(Szi%YjDWJ+E_lL}b^qXlHap?#DSlK1NM*ST^r4 zcP5fU`3VUbk`Cz<_w$Q3Cn>V}ji5^I7q8S) zER~Bcn*4kJ7HgIHG-Xi}PFhKB=f_7c6YhaPOp+k(K8{3wjingyn!tbaZ*wzXe@G$s z60GxuRDth#agwW=)8^UbI~V|DHF|TnpP$clv^h}|vov6bLTsy=DPlo2CjU8yyQI9# zu%+Qqm|+&+y)oa8W&;BS(n3wXxlh*ErPmzXwyw@z0p5O2Ah3o*LfO^rU$XE3emq0S{q3Bz0LPjo}1t=}&qbqEm%VO2S@a?OY5dG>nBiep67Q+h=!oeN4F8YV(%w#gFz8c5MX+OHJvnWl`%5df* zABxJ9p_J)jhDMWI@g+4*dX$hLLH62MZ{@U6dRwSDGgM)ik(vVYjwovUOY;_~bP(Pe zVpAo3>rsA&#=DXljDSpRT%1<%=*bDp1Wd*Fu@5DoF(jY+*;PTLd&kaq-aL@vN*O$< znRvUMt6UFJR8Df|`mGVtE*UpAgo26irdKq0aV8~buYG@jfJ2FmZeVlT&ZeU?ot^3(?#{Vd@c6NLc zOo|G)$+_|qNaw0|S8wnmUORzJ<~2q%rwam=5@(EEYmg8B4RV_=&tVCr#T5k)#*Qt87kx`jP7&+fd(skAdO?*iZiSV_wV1o46Q=i zLj2a%Km0(JM5Cyrq(mkdgK&O$2ib;~&2BL<{>#qF3jYemGCq!uvoMew1$gR^2P}{| zWGm_QLHPT8q#n+~+ICWCpjS5{ z;Oa2T#lxefu{M$II(};J$Fj>f%7Z^U@N6>B!`qoIbY5%LAAh1Zu-32(kE8Z+b=_NJ zy3$rYiE;E>>`CmxHXPVYqhhZUL3CF|H-R@D{u^!{=#pldd}X@#iYv>T%RAuCCQH z+}E8^MHLNfj)aC2<^OLX%6-C7bTp$5s{-oTMhu4{sw>Wer|w^hY$GN&g?qYIYGxVO*9LR?}!iPKqt)R=m^QnV*(gtIQGyjD)$7(9j6 zf7tp7-X?sMBSM)^S4?OgDd9c(nE#&zs8D*t1>3y8vIo0 zr$Rn1@&ya~*?k93jSc+l)&E*|gPT8;IzaEFA(@{gm?AGq*YwwYSd}oz$C_-Nj+(La zE-ysw#eU1;o9~7Wodn0Sp1XEakLJf7O^%Fq^?Bf31PWe$bNfl~XTbP*;F@pUSyTNh zrP}A%>H>(<%cY-m+a9MBQt#DmG6~*YV<|vurl!&=@VXluXF&#$gbo169+`;WY6%Rc z`~rk3%W?=r<+utLBIV?uUsdOxGYyAx(Aw7mYnjdNSM(|DZOsyl}VwsuPRFjD_XamAtGAG?ard4Jf12)W0D z;RWZU(8JvK?+F+JzF*Ny-n?ggEd9Xh0kZr?kEzt|>x6zfS4+=I+jZ2hl3%@#SU~`D z?aBO9 zlT?`dUxSYOHyH>ic$iM-JG=*vo4WItvRgb(*$|yHoX6oLC-}uOlGr0Ma}}9S8=b?a zdrRU);))gGqgDX_<>ut&v^CQNo>9~|U1gBI zE=C_icIpYtV)0lYQRv_U*95j6g#uS^j~2hGD;JxNzTcMbY%VW4{uj*C%d4)kQO3j~rM!?FxnLBsrZ?utQ)&PF?5?gz`LQl|Av;VB4 z2)&H5eH+ZuJwI6hrP1)VK`6PVp`w(~c971JhM=ybdgATRP17L8k2cpxx?jh0XA6^X zi{Ul*3)lbN?V}^(S{J*4)VNpgM23NQ6D{;I=_+%D?!&q2<296L<8rob^4W}dl^pH_ zv)C+B-(oDT(g4n_vCKJ~G%{kAG5q(m85JUb9r@!+a2OV9{fx&G^ptj)f;bJGew*LP zNy42`u4c&h?z&v&cg4Qg{n34c=zSZtyUH26)Ei{=6lrQBXa2QXX?W@1{{BuP2Lj;^ zOvW3Z)`Q>))l}z)IAsNOx2?;}fWk%|%SZU(J7(CG64T!X7Fzyuh=$j+VcmZwZbj3N zRei?!-2WE;)fI!5T{jjsG>9lZAap^0yRcy&Tss~Mrn{jsyW4L-OY|1`DLHfO)M#uG z=3!t+d+oPqrI=sy3{SHde$;v9P>)c1CuH5f^gjM{MYBU1&potAcgKxAl6xRgG$DrB zYxks#DoaAdyk^MyVZ3kAC|JN2={(6x3e`Bw3*}T94n+=*aA&G<#MFV@&Xr33cm9*R zImVH1S)UkixM83!_`?f$|1jY95qGa2S5Izm_XqQR$2ei13YVbgkQlB*n#T=*nb+wBCW%g)MN z@doKKX_nrIlt@M9SJ--yhS_!D&#HuU2t=|4UD%6W#h$7NsflD%Xwu%vuY|#Je$bQj z?XrO(h%O?EaBuQivd`~{Pohx{Q-7M80?%-lPgyBjtKEKCEd^6>Jz_OlWoW!RUYfPQ z9Hy5(K+bY4QN@WTe<|ZEK=GV)_jcjE)O>i}pEUnyg})6F${!Gy}pnqGbgGAZ>`ga_01XEV#>~V#;^hJ!&fe% zQ2I1JS@^T|Jz{|>T#YU|H@8Fbg6VR9d8p5#a%V_k_6IP$P+0MZ3bJ*sIFT z)koVeetTJ{IH@UR&B-YCd>Uy$saVHctJ1aQ@sBWOBs2~7jWK*k1$KYLi+O&%u(C&O z&gNb!f#%(5Qa@#iD!7XR!@FbDGxomS@(Hke+zBPZgl!Y5<@%c=A5$!QC-_e378fV@ zaM17$5m-_}iKyLFv?}*e6FWgLP-kN360^Ff+r%_lj^NjGE}sq;uun7a)VUg?4Je*7 zzqp;&($sRbKVBI<|5|aiiY4AIcl_I)asK1nF~x`WPe(A+Dh5vB2XAjfGOF_kZ$OfO zN2zY~6RYb_#n(L*>e%~`QXE?ubq~nO5(6)@CL5N*5Lfk^K3EV@e+fAub6a5M-qk31vA71tiv3(Yt|_tG~26U}G3C60xur%j`#$fcRXcMENNw zRfGxD-pL-Gi>7F<{75j0C;$#WcvK{1z!XDx@3n$am3jWcLr0aiO^X*Y0?a+G`2`!tJ z>M_z%{*ZC2NKuhXRDjEd`d+FKn?=U;b8_DA>kK%HR$+DRNO~5TZf9f6s2?u|*0v>N^oz8`Ln#wDlS;}FaJH*-NCknR}`Yd_b z)AC%x+j|{{)+&n)OWNxUePG2^&ykm8Czg4GB;<3g1Efy=p_`hcot@tqu-pNHbZ2m( zmp8e41gv?_pf8%D=eNPxQl~-6=NkT(l9>9kwz|pxXmi@5QG!0^`PuoN?-3JWD}dTW zYXAE*e9(f-JqCVdX}krW^*)cR?gQ0=!q3IUMYY1c-DO}7$%M72G%T}3!eB6KA$nx_ ziQfa_TYx6Ky-VB}coo3dDW?u`J@a(nO{wfy%(cjkp~~T$n3|z8R7ufEv52-16f#a^ zqoazDGgn=P5A-FNr{F_k?#pseXYd;}`|a{xjs@=QE}KBZW>2uS4$}<>3!SON5U`Fu zDQ-D0b|^bL3*081J>KpBk$b)Y2}@?$#Kvv>?OKGQUItM&Kh`IY(ks0Xb=vSK<|JSE zqPKfvpKz0L=ua?b=v@vivae6A>=EiKa_Ud-Ve9Fq{wZN4_;mFagTC@+Xj&WU7Jp=6 ze%5;5@>e1yM0GA>9$DV-$#|l^x2|0$nk+ISx0>qO9TUa2FCxVF_O&QyO14_#mC6$g zCdI|>z&Qy1@dsZ#lEF4c1V^7BB4S)$*-ed>lO>rV-~))eAd8aIgO4G@82U`DNVr3_ z62+_JUh;SuA4B7qQF&Waw^FEOa}pZ_Qd&dDd}RrddjDG-7jBVD4`Fmwwq_As)nH-$ zQf#TD4m`U*5w_i0((b?fk8Ll`U~{U{N;xucp$hK5L{*Bl;8`x^>oPF7tGi zkFt8$I^ndLw@xvE_?A*P;jLjVuxuwXuxD4!X8r_wEp7p749x1r_^sAAHm4hh_sEL0X<)Q) zB@I0HXaOXMG7Q~9g432YMK8ZI?|(@n%Vj<{GQ9)83CoRmrPxDE&eEM@IgR<6{H~LW zP``M9Sr;D~FBPn*CMX-V9NDdvC4#X6M1IP{O}niUgP_L<>wJk-;RVr&8S9_r{1|Nt z+@rl~*H!{rX6>t64lmDiSJ4|cOgEgonj0G@?P@Yyk(DQYm-Aziey9KF+Ugws{d3_N z78?Ka$EsQvSUGcnnK;vQz57ugFondxXSL+&8=EA4Ky5S;HNeMa2$ZHi=biXzhgZrT zE-ql}{H*09W@Mz2x8;0T?0moS6}mccHE-PR_R}bhayBKg4Yd?=bsG1^X--gB)k*(Z z{m;vo{o1F1mjC!PVA2m974wyRoV*6t522Py>1@^u5f5nJ31xs}!T%HrplAA&tAT-m zeCdM9k0Sl(%*>dW82CUusZa_w!JJV}np)H{LmfLIdE$5#s>=@e)@QR|JP%gNg-rp0 z&$F5CKd|(^oPPCu^`JpdPuzX-OL|rMeaQEe_`)(Yt0UYuk`kvIg#22a*yCkh{Ce>X zXc?eyxbTbzT2^*%>Fm*R81p$nE<(#|F0)6ud^8%mi&gx(saQG;losjw1=pnEvmExC z3z+(~f~Q?v_QMR_GI)2T*2V1F$}K=4d{k9o zOt&~}dK++GRxA9?Yhi>CF((Llytpxv#WIWcx|?a+a``A> z*3<>Yk|@E7c~s`B_b`*RVe;fRDZ>OjjQww(*p~=04(-A5|I*tzH1j-MqF%_dfY5|n zc9WvD0yL=_b`JKe9pI8(m`E5SGi}$k|4{3HgVhXe9_cQag1z(6p{W{&wz9GHC)Afv z8)HHp(BN=0kJr^F5c^G+$4%v%1_PI~hpFdJ89TOD&GK*~u67 zkGfiR4iDi_2vigs<~pJML`k!$o1ir@XKXe5LCg7S+|_}fKtpxy4b4<*swZiqr=P}3 zZ(ea+jR)#1$>mp7mj3F4gI$X=Hq$7h(3-xBpV?w{7)Bb@5lvxPy-!S=K|O=BfplFn z&FBQ8vF0sbeLhpw+*^9KD|=zogakl4l2m~UCR&f&E+odAKtCqFQ>V$`-(}W7gdufo zZBLmiI02%fPV+v5`(@Dw1><~X%3bbk6%OSh%|=xoihlVJsH$=iAF^sF`Xq;2Su$Qu z2ej$XT$rg&`r~|51!^~=YBCAshUhOC=^I*h6M%_J8t|mZWrYw8BmxmEHJfH^Bvp5( z`8DYml)+y{ZH~^G0HM9=aXne(78bf*Vt{_`{`p$a(9;^64nB|iCqqIrle|geq;-vM z^VZ8*irh#zRX$A?K0Z^z*V<#^FDKO#gZKOzk*$eX-Pmp= z2KpctO}Y1xSxLdJ?bx@7{N&z*ykF63jT=aNA$qj@!)>B>n__tOMQ14Sv!law=fw-p z+2}=41DRA(Bc|z=s~|zJhKvgx=x$Pp<8?`WA$=k*PmPUm3zx-22KRv(afj~vWR|+8L{&1AJqA7UeXeCEw|f3R`aFq3{eF`F4o=@Q zz0C(f9|ZV>HfJ=@#q0R+T5uCw%`@vFV?~xQNY1EKkCGsV) zuI6^>%leUgHfB02jGOrA;E`Yonv(gx>Z|T^g$A!|`Dh@5i=7g&VZS=(=%IP6XWs_8UDAI(O!8 zH}Q6R=sS)Xyo1zXd+^5hSNmlD#6-*KOgK#)gIE-z|FGslMd>;E^~6Do~W!Z{em2U%hKy^!RSLG&Jlz z6Emx*mFEOXfp6G-n7W`g4F5Q(y^nb_^DvGTt!3>r?z>DSO;o(tx^$H9E z1oDgwj>7+XWVO_9X%?En+WL9Wb z-0-*yOFJJMw@Twk?7}B%tTauS2`4eBQ^uZV@!jyR)v>Pfs$}_YDVF9sVot~vMXFW; zgDo~yFciFo&v2C*Y`|2ryg<9#^D>34AK!?S1K*dSS=#;&&Ejf(9-wdGY?6|dx&C@w zmJ*mU;m@*?bW-j&!TolZdWMGPGbd~FX(AN<`(*eGnv&^#_|@O-@8fpUjh?k5tG9R6 z$YwSUqgY@4N3B*(+E)}%%MeQsZXH59!0&+jB{+v9A#KsL0|{&&7QQ?#wkR&Itegh^ z!Eo=>g-%x<^V-Qq_jS#(vA#+__yaH^Y(3%{;p$yTZ8;prON72hCCnw{pI&-8r-CaB+RGDi{i;0Oz5L3aOD6@YSB5I??KC=7{ z^XO^U?)Kl&nHhk>v+3}-Bc6LX(PqF}M6U_~U>_Gt)z~z%vV!TFJ;j*`e2qK?6%ANG zMBJRAv!k5Y5W(BU$mTc7RLYx{#`DSWcNsaK(z^RR|XoydhIC z&SGT*K;ckACQw&)SZan6mw(%}#S9AT`&RY|a_?gJiyc-sXH=J=cWy(k@vVR-MZ@T> ze>Jxt#_K}R*Pg|Kv$YLTO&k=N;mZEAVW0<=J194nR{E6HU3_)2W2_jS-1*y^1P>p$ zBNLxcOih^aq))^48W|8wX$)Jxey#I#m8v8Jk&Mq6($zwkpw0CM8KYcFlc+k#ZY7$X ztSzZ9JdvOirq7~L{;XC!z2)Ba2^5g1K@1s-P1Aj1;z7(?VCw;c(W6}=Pn}(G^Yqv= zdA4v}JTeDbEN)YFBWPMT8b9G7fg{wfUMMArppj_VSd0AFA1{UL>Xz82(BsmHxMk`$UOXe_!T7SgQ_mVn|X6neFCsa80 zcY)&T4|882Qeto!a)^8boksWFgL@$J>(M=y>0mx!B9^BqNE`fH%6}HGQKD2UvyDPg z-}Qf5^vV!{8n&_TsP`x&2tuJs%GDV?#qQ_syVP?>$&jy}1yGaZ4Jz^Rv>V>SAO#-~ zOP5Upd;ySVAm!#a4yRc=29^NM)VB*2ZJQKR09cyAzhG&LE=;u6NdeWnxlX~j09m`| zgXY|%bX7|^_5UW2ka)Htpi|W89uZQay`J9y#B92g!23HSpe4}D?Gt;CotU7!qrJVO zojto!j@!xZXpiyWlRg*z^o!FW+Q4nct2XQ*)hb8E4>8#D=iui5;d``6YIHWy_TR_+ z(2z;t7)UWXYr7fnU7LGBesN&|P8Q7FU*q^M&sqa<2#}Jwxy}ftfW^ZNahYz1vc7A9 zV9vVqZrDzwc0$h*ZwW9C-SvUzXZs;HpZ}SjmJk(fC~q9wvR7f>+i`=zC2#t*3`G*O z0-`r2>11KFC(XEI%=+cPlfGTY%N0kpSBBMkPtm_?TP`yDc0RdOftU?|t6XJz&eH8a zBM36XQBy8v=ssGn|LBU<5gPmJvEKDzzfXt`^(Wc!Nx8@ejK!_@W43qj!ThrF-DXkW z?isCf4&RpVU6PxprWiJfmpKN#vFxVe-|G;z#0kYGF*`)L?)h*3D)c&nZgp7)k)m18 z`V=*_WUaR5n8ne-x0_d(fy43Pf0B1-Bkl@h<)=CSjd<^Dg%+e5WJ&n*QIB6^F8!o) zG&P!WU-KXX%@5ngtZ;sGTEBcRSWtRLQ-BVsqg`FMX7b(Oqge^RkYI(T6OX86B!;y< zHeq(wCGA+__Pbk}3MIU}rbzzB%thqGKxVR{!;+U*{{TYqf*-oi%j+xN*oZ;}Gw;H^ zlW!Cj%{mZ$?SRmkt`C*CYwf*tRW<7n^Ayf&E&l50@1vdiv9(?yLT242PVtDuZ#AYx zBlVM!-a>%*L1abtdSc|ko(hMVR$y~j)hQ}>D6R5IRi(eJQRp)x-D?)wTSloYp?@NL zVmGNp<%}S*T}bm^nb}$PH%<#JK~W1JfMoAAU(v`$D}xm7R{A!aG7Dw%&{wxkJoC1xfloAS_BJ{hr(!@=9)U7{dYc`goO-o9bZgY$Qv%*Wlt`bU1DH}4AA)lLeLB6L@i2@V(- z5cn*7XN=c#JpoKKD~E}h_OkQa8K4#QS!4#&&~Kd_WP(bgd0S^f@P~)AM>a4ee2F{K z>Ps@p>UE|$3<8AM*Pcy4?X8G^uuH=%7dg{a3m{VG26+AA(RWDo#vEV;*soah8QZ&O z1`UfI&v@Mi4w4X0rfQ+vSrltw!8ZY)D;&CR==cDi4O|3*ogFe6C`p_d4Gj&mGP9Lg zNJ0XriJf!jy$uucV&tdnL?$*4$Hzg$Sahe1?VFT*_Y}9gx@er=^ATlt@o8Qr$&H&N zHy=C~g~K2BX@Etg$ME{$uuxNm8uj#Me-rSj(z3K{-r~Kd)H0H(wz5PpXkGhELYM`t?#Y=Xa36U%#;dG$kj^kF8~i^D za5J@Ud3ANQajRLJ?p4z0*;y?wZ)WrrW*m@8MI@1q# zmd~1p*vW`6kRG2<{@7AB3G%k;p#u(cGTc{pDn?7;VI+%gkWXHZs8r0FQJ{yy{O>{L zJDKj?Mvm~^23Bdaye;|EPds(#^T!9nT)rlHg|KL-K>EOah`|N@r}TqOx%CK?9@E3*x2LR_*G5kB}ZM z@gL3Qw$-b)uZCxR^^8hu6|h%x4CXoO*#;7J!g=Bp*e@@7=%AC^O+(xN0?#WYqgh+V zwhn#znJHsXCAelYV{QNXPw4WG2OWL~ABc6t^j@$>w~AI`va${MFi|<*HF;ChIO_1% zZ4v4;ADQAanM{8j5up$Ko)7G)C_CCazX+qhW)X{}+wjeq-QWgpg74H*%&AG5)SmQf zd=LK$R%>HhFgy>Iw{HJdjEF8`Z75g4IsvFaL5jet+nQ1wiwh=Kv=sGNho^{E;pQ{d z`=!Na7S_rOy>ed(g4nX$5UL5G5Ub@UYEg~QWO)JV=#zUt++BJZDT0|J zW$M?s_*qiGJo-bV1~F1F`>gV0%Ia?D`)c+mFfjlrqBPQ)0|p-lO`5l!zPO8INaMi$$S;u^6E6tz(GpVs2#g+NU5|a&*1Op_fN_3 z>hRLaZ3xN0INfITd*hHkMqd4`nOP5;qm-M6&+hK=>(yS<-Scz1z^fFT4g5i;`ddwJ zM6&1RKUZvA9EhU#_5+9I>}cywl_+H{maKOw~k)$vduR|k3yZk=QMKR+uR`LK01?Z7(_J!JK>o^Oui zGlROIW-lmHY5^u6pJhzI$}#^J)EC|w_YmW&o?Rn4wT)vAwV*xQl&IT!O(+Etm_)=d z6Mgfm`0T5-maDBxGfP|F=h;^~;LjTlj+Yy=mm7zNn6@?(^(3Z%+scxZ9;2KkmU z9UMR9LI9y8NUKzX^-GfxFcZ6m)1;DhaiFV7VwN-nx#|j&WR}7iR!>Z(e(n8WoqmQ^ zM$moFR~PytLn6c1m03-m<|=Yr~%)kOO5vEpG zjtwTzwzqwH|C{f&9l}YlkzR?SoDyWxPU$&hA=j2!0r2h$v>K zE~Sr3vi)joWl!BLz#GL%5jKVl?wkLs01W1DZf>}~*Kn~cUS>6+>RuWmU?#`M|FMC@ zK4|pGlifOgbvbg?4%MT9eQ2dKP15X${;F};+KAW$dYV;E-g?rkwUWHgR_{R>L93I( zl@DEXW`yBGncp==F3LAfWA~=$*S#McXrn5)i=)DmWXRArAjes$`1;CHjbv1kbF33} zz?_15Xrwxgy@Q>bc&5Q0`{U?l5~fbd&| z+<7Ol%wY{RgjZ&Kslyx9ucj*2`PDVp;dl3r0}3bYf#AcVc=NWa+LA#yviZ84jv|Xv zcf+V%^@P2~&zSb_B$8xGWHy-k>KarM$0OSIBMC0x?n&?5ag*?;?vL;UCo~Av)K zU2m)82GK}+C-DC=vUT1jb1cU&_#SP|K0zQ-@+%L|&w8X}v{E5-Uve88`(?zk~Gsl{AbmzP0*#qo}eN9bGLNEW*k>y*TF7=Fnwmh}( zXvPaU9o&2Wp+^Im4 zGmwGEN~(3-3cNa-JsXM(_`Tr~T>+PnX!JkBir-|anRq&|*TGqVy(ax7S+f^vt3M6@ z+2BrT{Pg$R+jwp+MeUa|S+?W;gx^I`Tsk+bbkr@%V#A+&=_PkkhH_vv?WcW~A;xyg zw-dxvM$|=L+KEh2uG!MoP0b(|7sx{FHf@g=4wT}K&@hPW>rw zO^%E!G_LyzP@T(ZE(oCk*I_$tBa*kD7w=4S&|r^8x`tC#u6-qR7cGrYD&cxdMuydu znj5254dr$s?$V2~y>9pV72nvvFGs6uEf)*xTbH;2$I9R-TLmvP{!NQ;%!3(5k-+7% z%lli+?S2MJnz;kCH5qT}oI09rd z0zJ7#cpnsNA^6_CFKOv{iR;p$^kpHW^;+5RW2HM2{jl0$sH;x;t(T5XAMJvLMIssW zouaChZPQtu+7?CGJ9%6vaPl9s-lpVRr@YQqRsQg|#2i~PA%J~<7PS&yjT4K6mrXl# z#eg`ZZdbHBbtqB?^XZXn&`m6CSDh?`k4%QE^RDb5{dxvoDS`)oZs^D_mN=ek*W6iUYAFsKVT~ZTE-kaoA)vu0cYWrbp-N5 zY2+??^Co@Fe1 zf`7<+j~$;iY{UPVz0bUOv_jW^fBqR&v)|0B8zyxzac`s_-48fUS?7OBHzlgb!lj6n zjcSF;#&R2q)^IK^BvX$eV;_%Cu?JfB*9OTU9@k#wHw&3sm0e4IraP!Og1dX&%)nL~ z|2COHl}Abno=;{vK!g!JVsmY$CrTlB5e-4by5^ndcDlc_!wW6&mq$BoJZAEE7)kPSHQAOEdOos z(60o!+{sM#KBM!0g&F0dloD+jBgVo+5#8~ywripmZMTklSLGI-wSqeflu*+W z{zw%?>6M?v^%a_llE~_Ntpc(UR+`bY{v6Yf_r=yTUf80`qXZv>0j?&pz4}%`rAWU( zgw%H%SvN8vGnw#EyS1ZJX((qtevhu6kVq=aQvFY1MhJga{%XUuX(q~VF)Gx2^z<-% z0^2Q_?$%VSyYB`lxjSP%1@(d+9}BB!X4&^jC|K<40mlZ1!(lKO%WQvOd}9rtLN4a! z=1K<+ZXB>mM&?+hv4NcLN&BstI+if_N|)P;Y-0wJgOoG^ctRdsbfu=6>xiWHgB#D< z^YU-p<+s@_uKY?i@8h|z!~Zo(M_W_#$jpq4Q1w3>Zo}NsIl$Xz?*uTgU1*E-F3C%! z+*`g`N4tN`bH{O+}v7oP|hJ6RXplH9OkXt5kXj=8+)F!zrZa{#z$yPETuf@it%e zc!n^0o&Hk_w{@*m^BUezNqWup1d+CY$NlL~?1?=k|u|>&Djax(63;4|!s(^Em}Yd&#?bT6@IGr7@5DDASG(Spmde{q>%}(t)Q|Ns)9Q z-fH_vRHaV}#lLhx{*BJHuUukU>$=}<;cv{yQs``<+ERvkJ%9)Lr5#%spuEP@#SYzhZKd|gs^JU==HU?txkPe@%k3Zcz7-FIqU|GnGAol=fnkNASzGd<|u% zkL-8w`kYM_+#vLW4+=#*-hCvjNha^lZuaGEzPmj`JWn5I6nzW{OW&J@0<-&9-00?0oasUpXPC4Qp~nKw*JJ)5J67YEaopq z8>ajymn&byESCbJEns@%!(Bam$tV`aQpZm$XVQ(9We+WjA$V~+mkeT+=BhU4&1wD8 zneh6t1)2SO?XY+adOUck6JV~((9A((|7&$MP4h7sAs5>V-&y;Ap_!b-pXFuh*do6OgyPA1VzcZfg57ZkLtygOz76tiH|_uU0#G zalQvO+vO89IN+VC zx(SQG%QlNY{EMGi7!a-`?G&l+cmeF|;hyr?Kj7{m{8d>=`Lr^v1Ye{vFpR*Ux->TDe%0#B}#vM9N{q^+inCGJm?i&L2h5vDkBQ;-E zJD^{jgikF-d4BNxC{J)>U)B=rv*?8adWh3Si-owTl@Rj&9@Lc#C$lk7nZV0F>L%n%X;D@c-ClKc2lsm{OA@Qqa|J8|KISFQ1bslT0f{9DF0N*}T=A}I*66pV(& zl$|#Tq@XsYQ5g%hgjEOxccL}5EQ%92M^Jy%BkFOX(i zAU&}cR>uj+e;tCOmnAYAl+{adjvF)J56@t6;;HWn`;G}U`9GSjJ01%E|NF=|5=Y{U z${A(nWK(h>&WKCKk(s?$HsMGd8HbXQ&LwmdjwCCbWbcryI5SxxMg`qwbM= zzu&LdbDHy9;d11k5(_f6=O`Y?rrn}3}|M1z|J*-r;2{PNb z>#lhxJLVz%Fc&Q&gdYlhf73^RzfA)#wfH3RSUE;3VDzp8CilO$EG1~_D6hFz*0~j0 zo_UE1d&WSrrxpl1-Sr?fwpFSH^&$Xe_jC8qmmlGr-T7(a&6L;Gc=Tuv+k9t2_%$t2 z4;Y#|?K>I>)pZ@Z#ccp5oJ? zay_6u?v^|VdhqW>TL};Lb&pa{1+*N9$)@%d+_I}~XfSB5Hmk6PS2i^8Ri8{Btxw|} zm3fmD6ck_%fWaRc2bRhEb^0{6*9(YAMU$%>d@GB|4Sm;-f#^70ElJ@IC7G{k8NlGN z+Cq&H)RX}gjyZS0$dQh(h0^pI-e!Bkn$z>@KgDN;ImwIb$CI}A%0^VKUk5(&&g6!M z0T=KI97xx$MQBN7h$aTr)=sYf?(FRR-TT``?gPv^;6onpKGax}o-2BX=I@O=7jSs@ zDDSm97aT;s2aTLw)zq5~Q_9CK`_zfxZKsI%F9h4jPU9a#9^z-uz5AQa$FI4pY z9=_k(8pAay<#LlmMXy~K@pzULA~aJoTk5fcRVw>BebxvqOX+tk@v2(4Gqcveu4Gb z+|dyA(}Yy3|7ajy>j_17?q&`sTi;Zt*U+J{O{_$@Q|jayc>FFG2}jB}Q(oU4FfFFd zZIf@oc)ekGYX|cUu#Elt!w=RW<$l8z81?G)VeTLDqyxpVG?-&%}C%P_DgvyYDYu90CZWdeUD0{0EZ zic=b^%l~Fc9GpzA8{}^?|1@F*0iJWcg66Z(A~VO%gXPZf>)svLAJV`5{193x1ujJ+)5Q?J7LNaQHT9Sk@r%r4J;;8s=am zlc7rF>IKPE7*{W);cbi@1{9Vdw9=HFmAPNlsM67T-RSABoZ)|{6@dFsCcsd}>5cqn zrK?NL4-2hR-*r!r=W^bmR!d8(5u>oTfZe|zbJ})^hX3X%R-9O#2vLsaRq~~{&q^sV z0xYdEkeKD*kNN+NVV>IkIQ(0`(Gc_?G)FRfQgyQJ-m5}yP5?>+olU@9G4~$(cTfAM z3Bi6_;$8|~-#?Dy_%xtxzTL3rJ+Ht>>L2;wf%W~6`YEr#iG(#ET~j~kd;**~)AMQ? zTyz>BT_7{8;ezjj$#uhu$p(I#>mh%3e*6HUJ{2mk?_g&DAs>=|*%dk3MAPp^rrTP+ z|A+KMJ>S3?u-fintDPCeoqk}VfX+QqKZ4T)sGPqYTKWdGL@-Z-?xgUeCH9h35NO7x zex#y|vT)EbcTl!bq5^E-UqA!@g$w;vKSKPXPJUA;+7?+)E~@tqg4=atdO}@E&0Lb} z*!rYc{lJwl{`LD;6U;5UgoNpX(OSmXNPfk}Hs{=`;wSmQ&BVsa%5dBx*F(f>Spy^x z(DG#f+n)^vg<(grdF$&v>!3RzR=}lpvTA%M=}Ke5JmqksX#?pHdfU)G*pHBUU5M@H@h1Na;<6<7>VV)#;OJtUqhYbnKc5w6b{_?FNqZp z@V@|8a<)G+O$;1N&8V(hL0Dg8%3$fu?Ef-Cak-9Rb0I5G5EPnzOsgp^v8+b?auYX! z{O*AgKgZ>#SGDQBkvEC{oJG5sv3ro8FlXF>olk^O5C5&VpZk}X`^#y=U=4U@_hD-vgO^0y$E+wVEm{Z>bYo%;N9HazoS+?e=86c7SK?Q zB}Tg&+cPiwU$VQq>k)_}y|V5!X{Y{1bgG|RbX9FN8)?~*rM{n-EmL>T3n>5n;ZGpr zFO@qy1TGa6D^8biQ|lg`dRC-UQby`}Q(?#c z>z7Z|&y9w#-hiT>V7Q?*{z)-eI0J9IxHVk+>SSe)bJt~LnB?=G%VN{P00#9dcW`5h4z7WSMSB?J1C zb#o?aj)AOSOP6;3t{u$DV)5{LZUq3b0>X!{sYe~{Z@MUb8=pD|0@z!o+X9G?>)Xo* z>YIo^%f&BhQync{p2b4p;1bC~iBR5;GP|DLZ?W`lP|h=Cg3DYy0yPGy>XQ@SUgCcD zGU#%Q@$G_X9AqT)Qnx|+P(j~nj}sBij%K}e^BEIqcVc1!?9fdBzy~P`7cPQ_I&aKv zq!Y^oPezbKlQ|~V10^yO+eslx+{l2isidK8r4+TksQF~ezJiTwlVJ)xx7{*PGmKN; zZ|GV`-vyBu0V)yOB*lugpK9UzGP>#N#|4o_B__2&HI{sQy7{|@$8KZ=7)yLB;BTKl zx73*N@5L=h%>Ta@V0Cu_v@y-UPu9Msn|`2%9sU72dE={eegKu$WKAskA!3w*i*NNS zVOBOxFYm7BL+Zjc&(i%3xS&Ubw3yY@z8c!}kwaCzC%^OE9_>-mWzoj7H@s*NxM|}1 zh(j#XTB)5wzoZ?TP-*q`vjW{&w2qDo2~v3Dg-FrshuL?}!%X?^K*`Jp83hAMm>?bcE!{@tt`iPod+n_cJEl^_*lS80i>SjPN)s)Ecp`*`z63 z{cP+SUmBZerJFZfZR%>0N&%7ZP6KLMkYzJHx6hU=pb((&48>fm?lp6_oBD;}x*H1& z*3+;`0peALv-uPkc#?e%G*Q&zwHN6t(^4~=tx=2}E_D=Rl;kE=1Vvlw&`R*x;n*Xl zLcMoqG8H7yUrtzxKH}H@Mzl~*qO&aI`fVKa?26uL47==e8(wn0b*rlLJ(?Ag&fxk! z+0=Ro?RnGPGqJO=3+pZNhwCl#S=pO95}B$g=elwc6bJ(5F14kmH8ET&Z|KYN35x^m zy23!&Zg7V{HaaNb&E?c5-Wt!a@(v}7N=9}hO6rDFO!Q!#)k7vJZ*MGA;XZpYcWwSCmXj92 zz*9nmqEP?2aC`(oZU~$aBIN}h2|J9W;q`us?%0dyQ>4haI$A6$S(lj1<(i3)JSd~b zc{$)#>l&%CSvqxA(%E{(F!04hkvaDNgDu6}rD;(TH6xo6(f!K-TUOnllwo9)*!hnC zlKa&9q$sI_;@l~Y6(kZc4QJQwqSk*c49w0(Z!p5<1t5U&CgN3;ls?Y^m28KzbBHwP z$IxV24p1Sx_4wu;A0PMpUi45P;JiFM)Ij#i&W|=w$YD8Feh&oC^cAerN1wEF+Zbs_ z6w7R!a<&-@v?PrN%U!~UQ(HIoqfd6aignXvwAByS{7Jx$cHC3@J@oHU2zdfhJlnZb zJ>_LNe4!`)Uu*~v4R3s_ivaNgz|u26?_l4*JYJ$xRe2HS@JaNIY3UW4M*iEN>*p}q zhGe2xt3pcV8r)htI$GNQy7y5urGv1%IJ&rKdO30adF}N6YSZ6UQC-T=@@QtSc70%I zs6w8hq5|eyB|44ILA!N;LWv&@?O*rws#eWorT%jYfr#C*dlh4IO1}5@R(e^{e?ak% z0&nuIR#1U6g2~(t<>(l}B-?)b{>^IIg_SY(__%>gj$c=S@V$B0q5~Jgmzd~Hz{aZX zfdcILTo)nYXOzbB?>t3FON}QVZm|mD@P?c<=mOMET9;qv31U+znxb&O<eP?7tg|0;n5=@AJEe9Qrj3QN)DgCg8_+wS?+}k!d0%emUsaYJ3ZxKj>KKSDfIrgzDCqlPT|fpjk5EC znh+vZ267IyDhJ|ArLw=^QLuh8p25~N~XL>gL>Trnv_JWfvBcXWI zee&(}7Z6BP+WCzrv<2 z+!sfcwYCaP?-eTYYrR9SELVa3|9JM|5vVWVJ9Fz><-a&5_px&MmE@tSA@Fk$&idgD zKZe=;r6Vn|xy=p<~OA&MgGqR`Fw~c5a`z?S#M`QvZ2U^%JMjdS`p3FQ?4kcj9 z{)H@%c}%{v4!kvCeyMa_UA>@>I^vdT%YRw7c<7y^dsI}ECkX%(qK>z2J#u$qGcFKNK)2MM73$;llcT=mGT z>An2_NVdGZDZqVozwGy);(qifg*x>yL{Hpt@^^rW)ZH(3oXkLP*s|Q|YQ(IP*Zb$s z2OHMNt&9Rt?>IG8MtLgmtME!bXp0x@s#HqxOLK?`3VLvDTEfgNe`C5nr~*R**8qs4 zD9aQRfw+65QW9Y4RJ6oG*!4DJY^vvENWQZm*)z?D1y7i6;%UKEwc^d?7;bU*%N#h zG5mIrcgLsiA^}4RgNX9NDRi`0^EpP}s7O^j;< zoIbhd$zsQO^(78LcM60;p9=jPlKmc_xG2E3L<#vT827qgD)#?V>)V^Z+hRU#N>mL`gB-LarMuD z8XV$(>gAB~ph#aY3sZtG{r9QLV8VAF{^EhxVfj&>K>#`X{@xd?18eK+OmINsy%bGH z|B0?3gAh^QtgNmD0HH-}w%;ta0;@s!sHi9l1(y)WmsFsB#E>3=V^Xf*hAtf1F1L|B0rlMlGi47> zc~d8T23+r|Tm$8Vu4K&o=38_bGx5l8<{%&O%1Zj`7nMBV3RdpRkn=s|?d-hw;|CU9 zSy#8akbRq#m6dD?CY+gHFQzwIapUB&F|P*SvJp2kw-Iy+-A&Z|yHZ8BWbIRD&&JPg zUFfYc(c!_PUcs&mbg4QzE_-!S~J_ijSjhVE0;Uu}#%+e8YC%F_s zeaWXzokgOD(T@8{T{y%GE#~!0?`cneSuzu6Im#qGc=vA3?1E&`d$}SAer7C)YNm-J z4#dkkP1X!zbXwRuzS7KRLq92B7Vy+^$#R6S_w5=XHe#Vju3Fg5lzCy_bkHu>78uc0 z33H4$N|MFBGX)8bYCT1G(36r-;&sP83j}Hxu_cp zMgO4XY>JbiJYS(c}LPi>2&w6%}FFK;*eTz>5Ai^OY&vPbMn zY#gGbSk;_y2$v?VhgapEiWXwgnoO7Q(bB8IYP@XPy6NUwT0mh6h2L-9{ty1N@H4Xl1%8l*T&EEZgVzSQZs83dk1{t0A)nKf=yObA` z^(TwRQGbe~CZ?yk>ze6KeQBtxW6Ii{AK3pGqyd?lm~iv<`qTKl&9}~~+_Wqb>eCB2 zyWXE(M6}<%Vry?XH?npEdprB zDt1=DzybRi`1Qa5e+t$)-|^(ihp9gGLw=5<-;0Z#ow}ekggmC2*9!tcE@gl$!#UHk zsRH@(H`fRW z?!u~ZC1qu%*4L(G;38TMpws&5xA1KE%f7WhvUU=)c>+JYdSK%9NGa@U>}T38;n&Sb z`4@S5!jFBmZ!oaK9emP-v7qmc5|6;8_Q2#(*)iff+*&Py!?u0z9t!Zh#7Ua}@zFyz zK=#*HedORalU#C1V&B_m&mrQCP@-hfyXlezMrs|fm{bMcojRbY%vDZ_t)q`U98709 z2dhL-YS!hFBBqPE%-DNnTb}tyb-?b+De?RDLa0_MhWX5|cL*}wN*%D+x&}uJoZrVE z3azH~GM_DfUZoc}S#fTI5$NMju9(B-Mb1w^W1+OSbzUzbD7n7+FwEN_rcXHkUxakv zdxF;R7pLwB(w(yKEMf4n81<3E&87O9zCLj^kYTVnE2&>3$OzZ>Y4K>uHlINUIfleQ z>P#FDPPoByD-Yv7waCj?R2|-UvNrcitF!Xqy8b(juS=OpKNJgT%XnJ1{t7-d!o22i zz&-16%@>~ze8nl2<{AT`Smc}I`0l?|K#Pg^mvBDqJDaHFc;kv*I+l}lu+&66PPZtN z)&>Y7+h`NvocQS_8KBYY|4rbc;*68{94dty)ZA`zb+ezL;k?=9uG5-@WOtd|0Ck8*4GZoCB{ZabI5Jc3$|I;bjmAz5nYihJ?^(`o!h1 z_w(Di5TL(GmrI^g(zWjw%0PK~Z+O_$$rkk8nrBBYjTIdK0TDR22RY#ZzL5wvYDQ;~ zMMa-e6_`80*xQhl6m>MB&Ol7xI8^S_Fe@_=KR%+WZv?0SiVdJLnSKQ0sLeSVc=h=A ziEk6A3=?-pi?x|w{c|6!%cdG4ijAK2E9u?od+<)7K?VeTvJpVV0ps=oze9LH!2Rlj z?|V(P5svjk%MU+~sUHu4cAg(~sYvkPD?VQZg8F#?I>-a}h4dc~%KmCKjE^*WFg_lB zof{=$VM-cXG~QoZzS_6P-*M2Ye$)!yRr6|2*%j@kKL=ObcQG>|L(3+M%EbY)yt|C| z`iEpF`j-gH0Uya^EzwHPFtuk8cxHN*CsoinSE7L*DFEKUy_3nPL-nSUWA%om-S8_u zR;oU+AxaiD-gn*Pkq|1&*&w-`qL6seGvOEE`moEm&%(;ru2p%~TUR)=K?dmDaqkAq z-Oq4APU=rUlxOUIfHF0Ckt&zAs*H(nIwe8rs9kzYa9pi3OS2R zxZTvU&Rkm8alHw>ghvquVlE}?4=m9p@Cn1F%k}`pH5d;d^Vh6s;Cuy*C@9RM#l0QkM;7m4d%0MclO2L z*c&?4GiZmG~ZC3{AgN+Fh436SpAOWr^92{MN2CC+d|u63x4-$~|STyB%+~ zz0nD5{A6vd{JFi4-gkD(k;`Uh>sgYJc|-*eFx!^O;|2xnnb)v(rOBh1Mz!l8`lU-% zby6?~PLeT(I5={>(Op7U;L88=-YYBQ=8{RWtHuf7SnR*ey^xQEqdtYF-vz|l|=Z-&78|CWgn`Epl)}xiO;CM5}m|3w2nr_RY zz=4qvO(CX-gf)%gAL}Fy6v-9!l2VIUnr>jYpWXyS|Yv9FfnQZ|x zCLT|G@#8(1S=a*f7wau&XDZvp$iF}9H-2tx*aXzaRnZeNQSCMB zP6TB(>Xr$}Zw6-3+$!hW1^@8!WT&f-GiF_sE+n^#g2=4jd8(_ctFg1TvibZM&#MRj zqH*BgZ~58V+cNtf<^9;IL2(A#_5BCMRp<6KNY-GXfLMsr$F}%*dY*X|J0s|OzIe)u zR8gTGx+9u6m$ZGFI08l<>b5oko(wWHGf`UNbxlCwX4pY^XX58yMQ&)gC!IYn3{0`3 z7{+pE#H%7XTqa7SZ;uS(4u@f&(ijJ1Sy`zsF(r#3k$!$0m*0KXs-G%15ic$-2GdT| zpW}<>S(&d&(pUEPVep;VM^WI4s#aSCYM@>4|K~Y5w2NTBHG~DJT>!9WXv5~Hr8isr zshz;GFkf~pJ26qf0+>mRR3!}!xCn2(|M3;?2j2;h6&OxR=fATuZkm4uBxk}vHd@NO zj+lmynwemqKjGc#hv7LpPNuZXE)W@3JS4`_gyFi3PcYYk>k)70*jfBW>uO7tyH}+y zf3DPrz%^fykveCQcF>DwTSf2r#dIegf0NaZu9_mk$fg(vPnLZwH{Z}pS_O&#?gnEb zT0HYhWw*{kNPheI{wfC?lzGLE7O6V(6^rhbB&E)))ES*_Q~=VKcu{07oTBVVmuilC zmo9#*4j*s)B^XY3@WoVzOYjg+%VC9w>M8%Xy*qil5KAYNT#XLNmk>cn7x^=ZU@f(l zE2>T6%AO-~Y}v-m92%9-DLYdksbS0P8A5t{i6V+*($|x&;PT=A zt;R-|^uB#t?J{2Gi>M=4c-5~T=Qy%PGdJhVF9NN4l(a~vkX zW#&UPO;z|g2Nps%DHxsb_l1oZJ;ohu_o9i&zFq0w-u!Ea9Pn`J_v6*Eis=s_Ro`9K zJiLLwQZ!{=&J5*bafz5X|JvGnzp(;uj}t_lUVWT-y{S+~9GQSmgh|Fpb`L92pW60_ z=`-^u&ey61?tmmtuh8fixWBQ%q+6m!JI6zsK=(e z(5$Y&+!ouX!H?%v;#?jg%vYBK=0c^-1%Xf`vdN~zBzkOnZFvYt ze^;4FwiaQhI6zJJc-(w|7UVn1y!?PS~2FoSLYXps03|S9tu)jgBUQ) z4ZF$D^j1$kukkF%%fnO%^krLiXWuRmCnBD*+kOOrACZyPQeoxP--pNS?Tt35dC5-B zSr#}Ql@l%;_i*;&eVz1Is09klLX-heow|lnU7x;!tpaOH5gm-@kj>ZszSe zOc#lmg3uBS1Fh0PgCkvF}TgULQM0WY2dT2}V2@*{l=&Av5n5GAFraMc#JJ8-;C1)TI5dDSG5eL;LzO(tiK|{C4v@rtj2Sg6ZI1Q?#jAvHt8MP zp>Ozh(QEn|wGy#zr6poCA=v({5-dj|^TRU%X)kDNB=uaSiiT0qpIGh+H2lI|E|dYx?;XB!SbWRudqp6 z>VTQN9+c2fv3$?w?@{J0NMr*_dO{j{ZPxcD#8HbHgCgOLKScQ=*g62=)MM{7Y=7ZQ zgTlt)#3u<6B@9z5Ui!u8x!>|hFJBumm;v&f8si_&l#-$8ZXibXRP9PvN`#1z{Y3hP zKybs>*1~<+AKi7p(x3_uqS=cPOTk`cQw#<~P$>CKA5@^sA7UiN0znbm`3?>2*P1i3 zOwlA~+lt4p4Zm3h|4caJ;BRv9<4 zr7tJjVkc5Yeyd7S}QUHS$}_amO)HL5ZGzd zcu#ib3t|$B+oh(rfq577TZ@mBw%4uuVEbLmWtErVhr>O}VRx-(y|Dw43S!F@_FEF_sjrOtI5xt4Ik>2{>; z++!7y5HaFRc_B-9__MSxwlFstP@XFG+BRl5JGupmWof}1X(Jq2czjBP09`Hu$3t_H zKI&LuAO486@QukpAnDKNAntQwSPeKC>pnRiPtY*9h>NrZ@;A(s2w-m%^730$5B76k zp;JnxJT=m8dCXK{(k#<*hCRDHcoRt}sn+%@yr?UR6z!uoX>LDKguB|s5ziUp5V2>R zb7h@ySttkM%=1UTr^dqh1-=~xNykK~?(LVY?vWmzWF|pbICY+$_mfiX<47Y;ZJ!nP ztDjrghMmxz+qE!K7R`$C1a@6c5F6 zieRrkH|~Pnzhh~s!s^ibo*IVjmoxY?B~4ZP6>A$*{3Fa)>5kxKZK0xis&mSG_^M@; zPayRR_mc}e>X4(EV3o;bs}`7Qc`WpUQqxnMcD-3e){!kZUNh}Up@f0e-#7#^5moYW zWCHj`!a@S@)RzOVopo1Ktv6myzE+f^{5jT;E3lcKidZGphBbU2Uj~gYe5?$Ffqg)+ zU5wZ-9Q-p&WxF;cGs63v-W7eov3O?Sf&3DP}xa?E)(Z z;{`I>?yctCM-6{t8QByRCl~wh- z+PHq;N=6@06dUWnnQZ4~ivp40Xk_{N&vJQQ;ERoj$TR-EeLKonnsMf}5p*v|OPKL@qzt-T=qnvrS@QUyWSINPB1``HH<$t96RwDZXspR2k=@0~ zo?u7Vd~HgqFK0a5zb~shh?iBla2rxZ^YJkuAR^)(Dh@#h`FdJkdTUM^!?H0Gql^<1 zYrYRq4Q9M7!o|&q_V+`VK01~NZEH$*robaq9{Tl0JbmUOfehA%N%6Ujb` zicW+QarQ`dB!iFx%PYK0l8j)>t89c%v4oF<2hI8qe6cQbsAg)mRj$qZl)EJ+MJDSH zPCMxH+(i*xSCqM)rkpN$@di$JbIk0DxvWe!-Jz7VZ>+U}l4;kpWBTSqD1Aso`_LYG zaiOf@_k`ek+hLlsg#B~e`1wx9JC)~_>ia`cLteES8R_h$ zWFt&Lel80|i12Tm4cqgQj^oCQ5t}8fof^BYZcdblvU=S8FQp$@9%`H}{U`x9fHHpV zJIjm4M1K_~${F10+a{Y5K!M?fg4}#OiYS^0h^?GU#+;X3nNPv`D=S}%V5>dD8Za7= z=z&5{%Nf1|=okP0)(phX5#Lxzvpph+;$$uX)lnoOgeT6JWF0&Htt$I6paZOPUL8kX zw2GIO?&a%Q{Mq|+dAS6!xU*AjS}|UecS#JnwDjvUTg*ZD&-W?R4^`tV@SUCIY;dWJ zk`#f{O@;!_tciH^(#Yk4qvJn+{ydsKNZB|zjywUURAc5gB?FlGK`X}%zN&WvyeaYP zJqm<3W2=Gn_qyhQe?R)-w+88O4*IY-AXNm^02p0fn0$D!JMr(@ z5q_K@N0yY(O-B*ulnj;fK<>`cfH7x05JM|^eczvK0*y#}DXdTY(w=l=%-X&sM`-Ep z9vy6hs>b8v2vT6vbT-<$De{_bMr)JmPDGS!o&c6IzX{a8?;0DerL*~V{{WhTp>-B0 z4MD;WU;J$QK?q03uJ)-PU*lWth-gsmXL zX8NLdoDwyan%qGEW5=QN;L6&XhkIE=69O!ebGz@k)umqJP&eOp?Cu>Y9r#HZo zEN3t}rZ^}E;1ROq=`UB*AzM~opV|V6r|n?3=*@)p<)_;bCSY3H}7LO9? znv<#d!1?n<_Sp{-FkWqlfJTg{ohEageR@KY?q%!^aXkS;2$AzGvjfYwI@=56H}VKd zs)&vlS?=>9-q+J-maSD8;$p1LE?)gjjO^zMBVYxPV$L`tw`vR4U>~omUp)2P`nUxR z29*rvCA*4JEwYT$uTnfGwaZ&Y<+Y_A=nMD?5sSo!4Z6i0_?ZXBJ~eNdB~>t9Z{!jj z!^AoY%I$L9z!Z)bA;#fp2=A1m|P zm;~Q1s^BMSl3vgsN9-n_=Dfh_>C5}jzv<7pvq&xmajis8To&5yP4WOXRjVVr8LOK1 zrDh$ZR9IIqy4dlze|$TZ`K@xLCK@77YWh z6?v)7RIsK!Gc3;QH7y>R%_7%V`TO|%QvxiS&M=Nu*j%9}0u7&0e}j_x7^W7p4i={* zO8|tj&Jj8~Isl}YLfE`dd#A~cv%JE4Cv?iR?0kG0G=_r~HQ>w7j+~`Um|t33vl3&n zbs}Th>0(_qOH96Ohs*LbZU0u)<k&mhkt7wv+>1Mo$z4W@cSJ43hCNn-#}T?J}F>`&mK1puyHK9!4V78C?f z+5-^qp?}FD>uyFH0BEaRt3i25*deJFEL-bIUVHOR$DJ*+8t#NRC@4-8?g4Zsp&G~; z5ALUfG-Ci@)t9SYNbXvYMM8MJ^&((cqnuZ$oB^NvlfVD`3FXvwcIF1cVq zMsyC{JbP+S?rc$dR?Al(`GQo^(}_~aNs}YKxk+9@3eUj@sTh$;ifx*m9RL?k$kDzp z*%TCs$_SsowRvA9?%4(i;~w*E9=_5gOFF}HWS&K?sbToKc3;-=dj$P_mVdw7B|Ha` z{SyoPW`gG=)}F9Cwq-6u!TW!C3Z?D8M>z8mz?!1;l&i!2Z>Mgu)i#gYc58EQ>$n&v z!m*;-l&4ldEV2$#NMt9x#;^&-HEzo)(MmLC+e!c{D#QYB=znqV8WJf+6%e@1Q(QjZ zrkgJ8%W)a)hQ*Ge#Fmv<69i`3MK4osU}8-QSv#l^kIz(?_5=b=)w__nTHDc~XBrT*QLSvYN zjk`Gu?GGORbwun3G1XQG^HgNKG&?bph?R*XE~IeT3#FhRzMFE&>C0RSa4YjKF7@Q)7rL~>iRq$^v1D?*(J*s;Y`$Y4_|3QFr>~rM!%_I|x7_{>Ic@!CXqPsEF2xUKF0|D_ws{txt zl=>G&1AKSz#fbTaz4%sk%6sdIkri@w$CcIOcxoLWYi095Qp|^+NwM6zxnPH0+zug` zHiZV7xgL)`_Xfov1xG(FH|-zvxs(6=%iLq5x|9FS;1B9S?0{mq^&L#qd_xceQ1Z)? zMoU4tNYW#l8=lm||Bw(h3D3z3EDSir=RT16u@M613E)k*T|7i0kz`oJh#O5Oe={Y_ zuAdx%<>fCMpmi_eQLO_BmRX#FkN-jXBK74GTSowrRLa+nJW`C>t|~Z|%zp%YP%;w% zyAy_WRzDxqb5ETn1%g}Ov0gv+y`&48($+OLuU(1+N3kOhJU6I>{ zhOE~7YLj838+)EzBbdn=skj$d{rLIuaQktV8^hKWwF6$BHLAz636e842Wt95a?AwZ z>wsdRQg6QPFhZYUys7>RP*31HFUDOqnIjx^*Cj0BZVTw9_}XEvx&C}YUV%MR&LeGH-J3O(3E%@J!~uqNvj)%z`Y;| z;Zm`pa82EkfDcLv9>yt5i`{cs^L2l7`{soQP*lNeU5(IM$2QT}xDMn&(h!@O}OdP41A9`G7Qk$%aZ=~VE=5{LO8Po$8HRiWR~nOTW(5AFr>H`(1GH=KF^aJfjZ(L`ck3s9CscrXspzJ_cLR z`3bfUq_-2AsDfBG5(0s|KYPDh;-`l~=T;G>^kqBrP0MG29n1Sxza(OBw|9Lic&YV0 zc2n@G5U1uCk3!C!7<|!JpG2N_Ydu-$M5A2cv~EAR*2di2=6pxPb`nszo?qLDT^FEs zi-K5}YaN@TW0qJ1v~(xJrraubMdGY&nGG8S##c4N|8X!{02H}0*<9I@XL-woOhCs% z#k0F&TV{&Fw#J>C^80RndF^N+6YW1wIpf30P|gg~vGtU>gyotx%Xu~5*%p}lpp2Ak zmm6(0wxtszATuG;d)(YtsV~m7#a-1Y2RU+T_^%^NlYRH-_VvGq$)l9K$slX~k6*{X zYv+4U)?B31&D}XX7Jdx2g6#&XMHZ0s0Bx_6Ma|xh1rc2rwU>{V?WzQ$@{7LuAyimf9h?XwLT> zc!q{Xj!&XeRUgTX*Ljm~Ke4fHh&-;JJ}&1J1a8@?@zq^X0`UbF%7J{KavsGKd|IWv zs;c1{Z!%yFE=GVL_O{A5-k=&)byAhfAre~TDp>^EWqfqVSPtO&jewfE_N(ysjte2z zpZC<%)cpM3(53v(xzqvl$sj>!vgQ~#73MpCEcQHy6n5UP1T_QC^zmqbN&%cjqeOV? zORLlN#@I zOlAx^%kitPK(Xdbk=|20vt2T@y$yQDrOWk{pm{(b+X7A~9*RV*ezLLCNY=*uS2E9fe%%G{{HqzGU=0yVZvvBcoE`p>fjug17|4|#q2jK5k5h08OS3g z!*ENi!G5#yh00kZgL_h6j`ch*S*?Y{%Q9zV_>r9-Tc6YoyuN*T2t@|+nx^nA zN2P*nRQ|v#Ha6;(=Vy{D=P88Q_1>uPw40294)QXk zIq1KLNP?!L#YscL5&OSpZH`B5Ehn~Fw5z+m&u~$F!6Lk8PfzzG5 z=%WP2ysibsjV7k=2F;q8Xw9^K6+*kCMfjbN{F{e&T*1%}DfH#nEt%=XPH>l6_P*!j z@L2@E#AnnASQ@qQ;th?rU>_FGY&>9`4u99QQCB{%bUPn3W?d^8b0cFSyuGhimK%l3kn3P{y5?HvY+RwpAteUdjqkc3BBnv)DfDPyZIIfv^rW-kn z3M56!@3mY>Ze$hx%iiAJv1Q@4lk${**ntv%eqP?X^%RkdJ0#M_XaB&XrmE_6 zD}CF+9LnYXtBXCeK080UK%iD})yORVL;2}qry%EAOqn0WxymBlnemFX45e#f3lNs! z(_vdb9)I>vpo?vxp}0w8u6+Mq)&I z!Qm9mQ$j0Y*Hl$Bv)PdSCqXF@MzrIk-9d>F@OJvx?wR46HYP%v{SvDCb3di}uL`%7 z&c7Mt#iwRB&ba3I^=2DVDjFCZhecx%uZ9J&D*1Vi=BQ7~)GT^gYZMQhp70eal_?1O zZ{?wl7B8%35Rr@p6s~`{Je+kArN zkzjgo5TeAG1|q1Wu%9zbbka1_jC1V6J*jU0N7I={L;3!1{2?^fhLk1B6tYa#sgNu~ zWbBhY+axr$5V8|PVn~c_Y@wO5hwLGQ5Mshd5|J&0Y{~Y!`0f?APiMlZ#%`Hnsp$MIKxHH6FK#k3g)#i|rcQqqRrZKa ze#_QU4-Y!o#qZXRn{G!%T%nP19OTqIqA{_KE^-WFLRImWRe!MX7St121 zH9rRAneFe=sz$-1@mrUOgFk=r^PErXy(BFy`AnJ!KK;Jn)^qIIWa@5n@lu1+)Wyc2 z$X287TURrA`kaNEHFND4%-O>|9%jdqT-c!w`Cr|(!e(!HwQp!O(A>ROXV%pk_7j0Kbza8 zV4Ny7lO&>B8J(?ZY>f7LqRCJjiedsd{*u?*vM} zU4{e?JzM};t?o)>f`bV8WXCfcZ)~@~Mdq7aHlyynzm<8=KlZ-)E0+zsMg`|!JNepS zc&eGisa(}CkY+{QfzL|od#dCfhX~)f(PI8)NN!H1hO)7|>hAP7?kZ>vP2 zt~QxNS%F(G(slmg^hgxCc}@BRW@HKr$y;2+nM?f@Cp{vcbiS~XRZJw>$eu_FW!Ab$ zpF_!Fm3ocRXGJg&AR{%{v!QG?Bfh444LQP3=zC1b|@Cb%Y{}c?+ZWkOg>hs;*;i zrCTo-@)nUn_M9qoC#SBU9z$S|SUUs1@dYIYkW33<6`jPWTkPD9)iecPXC~o#&tY?_Fa#^cn zotpI>n9c5hAsA9lcg@;$58o-Jw;;fY#^^Wo3}z!|HYp@^ZYLcV7bPYm=)G`@@6u_t zL}ud>(hRcNTANla9PorOobIj3e8b-$RJnDe;_Fb~8wH+DB2&Qu{Sd^+1nUPYLGWS= zQaxN>|DH!(!g0&>U?^M!P%OLG3`f(ptfk6Ley7}PByrLCKPmI~FK3*lFO` z3Ox)1h|`rTsi&{4Yy(lmmABLITadI4SH9*Mv85AC#@slf>i(Y#gikxoJJ-i6Ii4ou zC{Un?Id#D|4m&Tz^f#QQAwS~0@~}x4OJKX8o|LdTILQM zAY!o!^Hh9Mbwd8&Spfkg5{0q>PRf@r=eGi{$L3E=OduUn9mP9GfW*lgjk!HudC6u} z+VRne6DJG}4ZJ(hz#6~RP~-j>chhG=Xatom!6pPE;jnxKKS7=gMA-`Wm)~A>d1X18 z;IA9Je1xCXo&9|eCCBCv6m*TP&95;^cF(y;T5kghC9Q{6r? z4c$LeGp2)}gWzf8!lPH$Z!$khL>u)hM`j89x*ob2@U50Pf-6tAP5IAd>-Cn0nJM(7 z{oyn%ZK=kVdDk}?92W_RvYmvRl|BkNBRr?O)HQ{Al9)-)r~a<^1>y1d0N?k zUiy+Hr&KTc`4fB*);;B<%k?g7p<^(wU3n-C{oSpM!UAuzP4Qgw7IT_`&hc|awn9S6V<880;UtT=tZ0oRFybocJQE2syc4Ali{m`XsWN*X7uhLB5p>_qcxH@>@rC_rCoIjm2aW!TCF2t6WW}Yur zlG<}KLaPZud96pQDFMe=6fiziBZE-CxT>Y&ZdM;xf(9y^D*e60o^DG&FSYQ)Adsb0yj0 zw#|mkeMfx2-WNX^cEA+{a_atf>D8^jnbA1z--rLo+-=K&(-BxDfzuhpq57|_zPTod z{s8`v-@oMwHk0>uo~TcY9c+GgUTxkh!)4TGjjs5mvJYn`!xV`xLi+rOOyRy77I zG6BDpSmQOurdK?k&2MHcQ|Su*4XjdSMXpPW{6OE-K@b?=C}&o2ML2U59Ks1l-F=|l zhV1pRi8PYMJ>%Ac^()e=DZ+K7(x+Gw=jjTVD`2icZqg#x`e5$3N|Q$ zu?^Opk$8HZ{@vK}dtrwxywQd9%|JlwIIt}@uQ$5_^U}LUJbzsSf(o#|Lvks6=}Q+i znBjl8l>ajRw~fK>nXY3#E_%^xoNv7kYcj_+*_E?xo%lNUIMKdYv(Bn6Yu0t)>RDD6 zI_R`C6Ot6&of5m+Ytz96UjOEQF4IR)*N=9?_Srw6r*FeSenXhI&GM+>t&5r8RvlNX zqAn*yC!Fs3QVk-VWXY;Hm|9Lt%S-HAp7_Q%?k}o zV!cD$=(?I3YK9iFP8fD9ohtr529A86!o4>O9YwLqwk+7$xS5|konB8I5IfYQy(Z-b z|L#6KR3U(&LR{V;<>Xz<5pWCcqpt3eh7=NJ6y(?njKpNLXeJUkJS@*;+gBh+F5{I` zidX{cZUm0kGPP)kl>!VnA;5PbdQzWeJstp3jdV~~*j{a_dvRzcw%*MpP$l<%wN-tv zRLuGD$}ialfKEQV#KIUq{U>F-mc1R0c5`z}fBzX(YE_z(mGxh$P4TE!yK$*mB-)A3 zF~Yof7^nl~B_-+9#fJX7a=QyNPwm1Ew!rbYxmboL6E^}&M?7jwqK&1}wA-Hz{plMb zVH=t&KsrNlz61S?6(}&E6{Xr(`cz!xcbSCqv()E9+{M^ku*#I}1nU|}Nl7n($GE!2 z#xr`Nvsla8j|vIe?Z#wk&MN45FnoCnvj~g~eVJFI;D)&>r_h?Xx|V-mpcUXKl!8@M zQQ}X~($&?iaRfYNcXxmWYI?Y~-?G1Z^y|O=qd(<`)zoMImL)K&mF>gB(DKO#0xylk z#9oC<1_fgNEpP%TcPb_p*&es6x0K_*Y;SKD+wEC38!h-Kr6*D-6s>}aw{J_r9|txW z$e3OC?K4|C*a-{v8Uz#-UXJ6aJSx7SY-R5d)G4*L9-iB8-Er@FgFJ@d?(zaPPy%=P zN{9JbSy`zR`F@TQ3ArjE{7eW(l5Dgbm|6b(1m2)Mkdrz5S$^n^;+OBKhu?o2@X}f; z#ntrcJPql9u2XC=5%=Bu*8??vtrpq4?4va7ayfol`{~&ZODiOIzoEg>Ry3X*jeGA! zkg3!=2|W)iWY@UL<`5Rv5-?aY>@v?Y54UfZ=^q$qmqA^kz0vFP1JR_~@mlvx)?Wd? z`unou;x<5;<+{Mh(-8Ff&6~UAIUjy8p6}?2h5xoaQ4&8kjJa8)Vkt>^XE0RE)@2xm zxieye=tT6Q)ilF>Oh+UMMqZM=avjGW!||FLyrA$dW|ZM1QD#OD){02Ovh3b*`ZOG; zgNk|XQhX!Ep2)|I^@fB+Eyhyr=zR`gM$jdqVVxo$(PC2=*GIE^!5N>Jp;3?7WX@Q(PuV!> zV2uG67ymiF_W2cA7uBA6>^)8Vc{D6V_-2xDw1+(bs6-}(G4i4noqP{%uIeNe|9ar^ zTH3J2u86_z3Dquzu6Or08iGvjC&_K3`$io6Et@_%Jo7f`!$I;@1_ma$8lR!YNe8zK z2KsKrHfht7Wq00$9jOeHIrHkJ7uYDxNcLCp)-{EX((bd(Th~|L(z@L@H}t!*;T#OD zd6WMlc>lV)1HK<#uKE(|i}MDzIPM~H(;ld*Lr~bD^cI)e(X7buJ{{QxLvZ3#%_(&x zt#F-0D+m5rILO_9zo9%{NwP1|iaDQ9cpSh878glg*3#DT17U+0 z>R2kpRcZSsB6sz~-=6DEc@>`)Yvy|SWO%ptn$AMcjl>98<)Cc>cCN0*T@l`9E%kCK zuzX@YM74lVtM2N8qowzJ|0oTmpD(1tMU!*yO5y?*fp!14b+5zqOI#bM`1>sfH7rh# zwI7%IEp7K@19EV1g-o`=zr#U{*rxC$q#<))79d%3f2mwoRehTLzH%8A-{0SFJ>FeO z#9rY~@ZQaGygjq70E<`x`IC^1zS-GXyZvdNrKMtZxQRqcFd|p_G<*BP_7@yC_*UHl z0(RrCJ*3j`GC7{DJp8Pw?l+7f1cQ;LF%gcsBxuj8bxY*I^&Erkoa-0JV46BLwHmO! z({dCCBf$r9&)K8FV_dd`?GN1=dl`*`=MVGnml_1|GZl0z=p>=^_YQu6 zoH#c_v1_lo!jrap4tWXf%l0TklcN9bStnRbfz=D zdaK%{`s<3H;HbnYNjzE0m>1Yc@+VhsVV)Xt7$z8Y&WJXmba5-N(eR<Od+d9nRPHB2i5DGHSyH_%1ANH+8mzerX`Ro$9FzoO>*J7d)0Y z1Or@4B1o8lIb7da z`Db=Ne6b%9kG)Q!Djm<%7Z#6Co}@=~TieG2vhkXnaeQ zRu1`#O6x6kFRlK<(}DKF?(YpKb_H^&cJJ!M8v?5^)CS7v7&q44>D2I?Xcb35ol zo%+XnrGRb7Ri;QfNT|26y`Ug|%a>M(%75B5^Z3L$+eW{Gk-jB$xEgGAqOlgNR|PnL zl3xHm6L3_C#ga=?e@*W*sJzA-MSet=*FRa0rQVNm3;;{Jl_WR z`Hi^L09OsRDRgt;S*+pi+xfj_U|RieYuR6wW_t|C3sn}9HHAxs3@e)sV{Jaw)-r=vT1(OVO++vDSud8gh z!y7#xD51js_!!Lxv{qpSorz;L!yXSIDDwO3iq~LBc+a~L0wQ~S(Su75^M$MCLQhm% zX*4YwbDxgwKr@!#_6F%mQaaty&_%)qm? z3ONHQB^116hYQ2e{fcBsgnU0Qh<}Pu<6|n-jF7y-7SXc8cRQW?E7=^_aSTutT$fp4 zo*ssHZZfBv4$r59Kw;#qp7ccQlgsEBlMC%`zZ$teXUT`ahfLZLj%?`XKfKx7Z_-T0 z1ejaJPhlJkpKOTLh(T)Vlb#+Mk7dnxD@jQYS`}ZCuw*YO6EihfMM*|zTy#Z|NwKj_ zLgIr?J`LWYI71oZVwM{_w=LZ6!ERHMrUcNu`p5bgN47!nwU-|2J?LXc9Nb^LF$FDg zeoxh}IR(q5_c>1Qb(xuR&*J{ki4^-k=llCyveoj-xvch&d(fZPWWW?yTqNVUV9wtf z2f<$$k+s~?u(1zW>k$UHS^pC0WH{h(8I{(`V8TE~&L~zTc^-}OI8L6v# z>hK@l&3A`B`HWWv51a#v&^(R^;On^?znhPKte@EKS0DQ5UsF~{gi55##TcPplxo0Q@#5W~ zSEH`O5`?w2-3JUfigh>7Z?7ydp0@j;8<`JRLks@j&pz>TKnPq84PG7#*BfF$dv0`Y zfhLFUyT2C(3xHG#o;#^D*J^&mi_s-ek|yNfnQ`)9q& zmSnY(6`sr>`znX4ebJkX{x0KXWoJm0U?FgmOl|P+?B}ECkb88M#2`4-9mS=i1_uWW z$~|nLcWYSS3chtbZ}xQz~4uXi8!} zqzqCcmd7Gl^1N^TK~Gq~0z}TLKPM|hX~M)=)ndZS#O2ip^I38)0%bYrjW7tiHBAZw zwup2`bS(xRQG|`=PC^p$d%XJ<(MBJa`XpROeJ4JhvSddPVfAjwsabKT-p|wRD0XHw zUV=J2J=#p_G|TS(Jyg%0B29)ZlBm@lKU|Fk3Od=|`U1mEi0<7&2e)*&r%$Uj_jK>> zxd=OsS6rYiZPZ5}1MliarIVwd$Wn>25tFr18d5{O2qLFXY(LhSR$5CJOs6|k>*kg3{W)myI|j@4mn zTT43^f)Zdu(zuD1R1uS>$ng7N8`<%F`j5h~pCh@{mk`w;+KyS zBjhP%-Nguf6!`Q4Bsd~lfrxKKK@#ff6nLz;V;N!3mg;A*04DW$$v36MyeH-1x6t{q zDv*4>HAaI?z%lGit>LCY|_};6~M1nh39W;IxU?}`I{ylOAd*A<+I;e(wwEo-C&Tu#AIczri2P_ifLsQa zL<$PvQvmm_=OjR=#A;>o=)-VL#xIGCxSOyiGycBrrDJX?stO=yuMSVpYFCH_q1=eD zgQar2me31q1qTQ72ca!Am!)X1WsKEnUd@bN3!d8rXT0!O7HOW(PumZDU za1n)`kFM@E*VfhDgekTt909s*=84q_U~B0HQwjk6J%5AHr!D(}IhBu^x72{=-wL!T zv^Nk1x#~%`>KCLwv+;phADg4GfzXWZQ0g)Xm1Po;$u@Xm&^#vEqL(+Zn)p1Fk`n;hiU85p{U08i3cXMCvB}kmD-eWOXQsZ6#sHYf{{6 z64ARw9mZ@zYs!Y0=N5m>*#d4f?&%saj*AQ|_( z;AZijk}p7sb5CN$2G+-dOV@m0bZsmVS}+Ziq5UIrKW7`mnP`KU=tS}-r{o%v8a?xi ztPr=I4%zs{0tQA}}3f<=(cjMDtdmOvw-JJ9&o4P}gVnMOn_D;qcOTE(~+~r2$aRP6wSh zUlr;r-quG-N-r`zL$8Dz`;nLg86C~-3P-^2nC7OJzDRW0ydf{Al5=wXGmG0cskOe0 zY8Cihb-y5NC+Zplf`p~wdw2!oyHt-lq-D@p7{hZdn0=Q0v{L^ncgmi6sr#m)LJm6jfCp3f}%6Pg?{d3Wz!P z*4T8_S69(Is$aybtRT>gMqO&{f>yxtnF4-~VG0!C^!Ecj9K`NGpheO=7VM1hwF=HN>p*m0_os(o zZT3ppXo%-DPbyd_XD8%K-FGX|6(0a<(?B&cPOjnY+c%Akdl$og1BBAWmoJ@(z^T%D zqoCsXkAoqUY5!9))fgkIRkl?95?joydH+v}0|{R&OcFkmDU)~UHtt2{ZAMMFw*$HCi#b;vwC9aw;YrUwA@ z?)eSacVQj<-p}kB7@4zAU(yQ6k2%}a=)u&Cy{WhWER!Bd?_myTpz}R#gQ=x|RDPK! z!PH(~obwjh~q^$Kp)>HBaHG`=^zvcp;ZcAh^2=Z=D}-| z$UIN4&hFr-^qdoIa`WV4rh#Ao^8!Q+$Q#g2>4jMFaUNq9hR`fRBH(YJsU#;3Q_#Fl`Hmb$HzyPj$DnOf{e;Z*6V4Pz1D}anmDAJzA{0KS=I{ z=|nHurN>TB2i|Bh6B8~H!9^3boP?S%0?9CY+gr;U{n z*~58+TH1tF5^oyl0b8}8Ab_z<$Y*d=H z%1gYzQZ~oqcJQiC!%&3M0R!HkYH=@=Or<*J2;}~kTAC`ZlVnnC>R2ckg@Y6BzddZ2 zX~4lru{XNB!p-TB-uW03Kvw$8I;;{5vctFp3E4-X4S ziSXu8hErri6x!v=D1Ff>usj9lV`Co~Q zQdWi2#xyt%*xNxbTogKol?jr$B+sTXu=TrMS=3*SgWL4|P6&fNmtoXY!S`1dNMRl8 z5A(k5Ml_K@6fCcDtU_>adu3cFsieGoeq$G$9YSWOxyJ$eS1u#??_&8`)zG(Z-n{tJ z9T}=h%c?X3jHNRV?ausv#;Jg|Y(s)nttEl60E;6Jbb#R*}ESr-woAd>>8+Akm` z&BtH$SY8$)utcFj4Yv&{(5x-i^6&-@OO9-WxmwcYrv#ZVu@9Qo@l%lUkE^&JXg&pmX($HDP@Dz7+xl1 zZOS}hsiaJbFS^x2>-9I6+^5kR1h1ySy1IMWIav}FdJJBrW)~QqMi+<~m{$3x8n^Ol z-NZ0+CfyuDo_X4ZS1W(}Y zgkhe)xnExCEThHJ_6&>dp@Yhn3MJ%#dA;Z~G{v~Wtp*#uQRQ}lrClcWIYZ72IW+-} zb+-?oy=SQXQi`p(d&VhA*cwK7jkm&t=!uLS4d1*fKkM=e%c#Zor^w>Zqes;8)9;PYLNaPblw~dr*dyW$;of^0 zJ(yFa5d5R@zT|Q8QykOf;>(vuF83?WASoc0MRnY*|N76*z!SF4W1DC6VV)D+fkv>= z6F|2O3e{v>9F)-b>E3%U%^2$4hfI+Gj=!aBhtYuz`u54_5eJ{E%3Pw!UFv8x_KpN^ z!P}P*QCQp0i6cus=BehayXWUi0tPW{{sE4r8Vqzke%_*WYA}jrQEF4W`h5j~d%PNA z51I!U+j;pKoUUC-yaQsc-b*Rj_}F#oJ95xQD!?1nw)c%cpIGf{{oB_&`KQQ7n*Y$fwK>N@4s_uP`=E07=R4H^<8VN zfMY&UdN*ga&X$+Jb+f--%SYp?W#eGuecPgGk z^R~6)OFQDuHID9XCFP}MN;PBWHp6}&2EpmOszW9(Fuc@p$#9a%07QJVs@;dGd)MOc zMXXy<U&V#EWsK`;>|T?EEg z8oPTy06rvyU2SafO}m)UP5WxAE0->?6o4pQUES0_JE}N0OL@q_uv1k400x0$|A7>h z2KqvrQk?+w;K#p8lg|IdlS8+=H)vN0CV-!jKast&oX^}jZKx6 z3-fQ0y&z|)JWxKmgmQ@X@a&n9DKi11FmU*?v@(xSX@#qMH8V)5D{!>BO#HM=!iC;y z!BI0MFNwu}Zt0VwTQ8=ftZhd(Q3iGJ*z-IL55T{-p)5^=@1^yq4{`1JDD8=8lu$aX zHBv~1T~Gr;d}2<;?!L|_f^_jNV}I`|525ni>}bLTSr;^A22H?**~pSz7>17dP||cv zEnEi8QWYg%pibdno_FJd!s&e|Q)q95Fhlq~*gMNFv82ycQ$`i|7X%3Hcpy28%t+#* zkAafZ&Wm$~^CE_8-*ZIPM`MrCr`@p zu!(I`J{gi4B~70G88;jf6Ao7!^L}3J(ri~TAloVME&B@v=UR5YeQ$03`Q^(!1p?e4 zQYayR@or^h19@ZLqt=zognorB6xNYo0J(E4d4R{InxA4qLv`NcjaG**kmnQ<^3K59 z`r`Y9*!Y|Qi(HdtJsRKk2~6?{g5$Dm4ocZ7las)#?gg-kaD!tvzF?|Q^Yh9Bk+A50 zlf1Wk&^QWI5dOF18$19mz?L>P?zQ9Uyb1}&p1(ov{mXdQARl;n;raFSX<2#~;qTCS z@Mwg?#|KTrDJj_clBK_`-yf~~M+6~6u=xeX+WTMYo(;_Q&h~gJDEo(c`uqQfuWp#| z$P#9GV{HK(V=nQ56P51bvv-v_B7|ZiP<`+S-U6#qrWXS7S|ACV20oL4!{q_*=9cOv zeVJ#FfPnJA>~B1|4n$xKS|(3KOf|M_Tm$skgc-^#CA7s*v6v(&G5U3U@|u#8m7U!~ zn^E9rrO}YtdZGYaV9Xt_4c18&7I(8uC5A_BgMecOe3hCY1q20ia&rMzPq}kO_;9WL z1S1r&;RmcjJ3OaPkBp88L)woY8w==wOO*ki13(%P;QANhJJHqH5#MYqh(*eD{*;<* z@cp-BlC|rZt(*@40@3J_I&^Jfdv{DR-2Q<>vKN)J)B@>bc}0LDNjPAC0eEDHbotVRpF!!-bezg602QlbkVLpgb_CZB2}KT2ii3#8m6VkgUIYdjlkiKFH`Y?8 z;vDs92^=S0CNrm@uWo{z#;mtUZ>3*jB(v0M)_*@;4wjj@VeQLsz=RGb&L2wn-0 z7?LaG&gPg}DC*LXIw!>)d85;wNRy0cZ!$*30r$q0T&7@c%#H1I8}Br?$bjB~I_7*G zC`lMY`wvwu#v&8JdlC|&kbo?a4R_CxLtl0k>tvqKVpXZSpCs>lJLWn0*m}xeo}AIQ zbIJW~-^mcUR zMbNOZniOF#GBrBSQ1lk8HF=_|FD}lbF;Z44jkW#zP1!TSlW_&0-Js?0@93~~SBAHE zv`a+OTV$GVpB;~2%i3r;%R8v8H-XHPl(-SQ#j~@PxpNfN61=`(_xDHn-p}5Y)?6gI=7pg>3)kK;cYJa;s3ues10$q?>j$$f*5a$H**m^N7C zFT!y#Ff;&w=7!BrVCs`tMB!P3WzI{QkPr#-?$oEPSsRL5y;^asn&wG)py0X~iN4wK zc}uz62$`T=kPGD0qouI@r#bV0i37k0uVTybmenq%G+*)eca^&1h9HAfs@d-_yQ3Gw_&aLRCR`6)t4@Bz!~Z#!1J4thMEzUI;Bf> z3~W{v;7IA9c`BGh@Z!l{{o^YM+!3t56#9X?&{F|i%NKTzZv`H^Ii=uNYL*7yY_Jih zP!~!4F^|>ZUuv!kuvHSj)Yu@og&{8iiVh3(oFt(YlXyodLrx16Zh**I*%@jfTNn58 zd)`dqMPfy;)MHs=^N();9NLj67tJZBzl0S<8=DWIq99`oCjl0TsScNYEjV6bLwmzU zG(Dw`F+*@`kkX|e4E~kfclnP9Jqw!mnXd8qQ}{XKU?#>5%ffW5 z5|23c{22mV52g;Md!Y1lnRQv)t0j>muNoz3o`{!KCApVW~HiUKv3Av@!c_>WL^H5{^D5@!RHq`d8?C;U6WAe}akcw^WUx_u=W9ibIwn%j$ zdU)RM^#GtIZJKsh=i&R3X?FX|&Hu!^sesU&TmDAjR>W~s{m4Hrx?NvC0bK0PixBpq+i(T+kiY&mnl@E=jsZ=zVVr< zu96JSosyZ~KSK17Y(`YzE2THKci-9784_g`!pOt??<(E<|MN!y5XRB0>d`#t7+$+Q z`8So^-;;t#0b!TeYPO!4nHdC040sAOCQAQTBcIL03$j6N0KIB8>{2~= zPYqTe6b|=B3<={e-;TzaxK?-j46W|OQLuSNAU5jb{!lJMKtN#5I}~h9Mo%@3px9b( zz!_p0dU@sbA3O+gaCI#hT`FAma}RM>5U8>0Tlc^7Qwi~9tRreEkm2OG@3b&SgnaX&+o=xc*6omCW8HnrrQyFe^=L)m9B}fj9&S7Y8Jcs-{;%un>nq>Vb0WE8 zvmOj{wp6}h;Pke6=8QDx*?6`n`n9!`^rcJu4eBtC z_SZ&Y$`c{{9qWL@Zq+yuJM#ksm%;mby+tM#(DAoeLlO)8fm7wVypd? z{bQaAdP64qG88P>XXDAMdlP>5m9kH>FzR0@7<@gtVntmH0IR@S_uEYq($q8JoNYQu zLIiOjeHd*Yt!?MnCEVThos$24iT;}i*J6=eub=Ozp6`hc+=&j(-6#9hQL+6tNcn7gXOJO z2{uPppZhxlkZ`NV-kEcL&!w9R^E$fUv=O-%uu(O6t?g7@C4)2p9&8xP+UD2+LGR?| zCEw?zU0l~C)+ZL8X3XsW@$-uB&2y9{yK|7glyE_<$oO;3GcxBAW) zD*oZGuQrok;S316wE6dLA!&1to*e@PY$;v+G_mXUF)%p`7tL0B@PauNNYN{1O9f9uOYuKJ3$qXmDDF{c z+{62;8w0B6P8_H2Y6;%`Jzn0z9IT4CE0?pMd(<^ahY8#M{tZr5LT8J);a$qpIT%L?_Um>+RJ+9 zkg%a_2q$E_0*VG%cuj_JW2_`-uqkxKsv673zLzlLseCm%p+F39>G5QV*l8sX?x-YT zFq7U-BJB4~?r+6s235QGu6BA<)t~*_TqLG?IQVo7_wbs{*$0)vP7iiVOIOf&77{73 z9hjzOQP`b&YoLA&yO_cm2#H1a;Q1vfr6v-$$8Q^R4=-KD;FCa92Effq-28%qKy<*#C6+EN5R_$iJ*Mu|7A0}%4!;%SHTo2Np&hUOhvF)P~x;Mqv1m^sm7{4D!pg+nyW50s*cI;4jhk4ER zp8}DSz1;b^z8kmRJ#zSLD3tu_?m{npw+R2XVE~Q!x~L8zNefH=;NFeu|Gx{BLtS#eAl`c!ZaJo5 zv(H-n@^Q1R`>Az#;t=K>!t6b%ri%2=La|Dd6BigIVjDb9XB%|c zB0;-ir@wPhV@31f!uR%#4OYN;Nl0_d;2~tMxYJOwozZ20Rkiai=)S9~WbFC5_eP~= z`t5(_GVhO!f_HlZvey`l{By|DlsmF85HUQPPE}6=KZqPN|KeA}qdl{7j8pbustL>l zp|oD`1Wv=y9~N2;Y{RZ(%PDDhe$+G;hP53YKB{_c`ORMi;0m^p4weu^O?id4l1dXH zm=s+$=GLB()$}}?1vbl8kf{1+E|hd{ATKV{L8H5D=j+;sgEs=7MsnEMoG-dVlYB)L+kJd{kce zb8b#l^QLL_Mpf0nDfaN`FK4~v3^*`JfhM9-GnkInOrHAy=-Iw2r>Lmtn{`9rq;thu zq)=>IXv@*os9j-fWn*K|>bJ%W;_h0pcD8{woH5hO233tMeKWoS%mlzuCdwsu){u<` zy1`ccg8o5wudBmjJMM5tHQ7#Xe6?!g;B>3DiY@9iHYqicL1*YuZA<5ny}sFjO^1ia zSI15wxYn1xxXCcnN5y&x~X) z84Fw_2p%st=&Gk29FbXHC)=iRg^rmxT|237~i4nK*CQ z;vp<=o#Pvw80qkXTU{RiuLVGBgRvv|*m<_IA3_?Wqv_giBB?I*l=(zekN_SU2-@6M$v73I)y;A zVk{P%zZkDbB<21LDxC{U^oDkr*C@NJW%=j5Z6%Dw(TISLIAW2Ygx=AI@py)l_gD~b zw087(xu3DweTlZ9=XI#k_(!4?iv$OA&Ga=SB-)f$R+ZSE5?w-OpS;U~OFC_5SM*yk zd|B}9z1m|9A#J0?1A9iMo7-vBy$$*$)+VT#Hj|7GJW4UrGrp;$E1~yDhOv%$$^J*X z;E>@(dWBv1}8B} z1!^-XmW$CAeJ+56fWT?$rs2ZQI6XeO*8uGgOW`ipw~dXLFsope>zEjW%R+u`fmbQ$n zd^yKaMpx^;l&ZgjCVuK;9V@WW!ZGzG)(_M&7eKZl7D=4um_`vPJgRG zT?g>DB64xGnOnKPUHJz2Kg|LR!&ui$k#uw`4(-0MwEz-cnMm2;2os-GI}&Pe?HeGI zJ5m$M-7^oNzF)kTh>e~At~TskEhUhxlIk`zNE)!M(r6R=A{jN|R7Po>PVbwloQTuq z#5Yk(FQ0;XXE!Qptz`oeL^>wQ%~DU20nPD`d}gv&1bKwsBjGoHKBzvi?(O9Tn6T4p z25xp)*cVh@_D(HP-ew)YKplhRu&1EL<)|zXZ|we!fnLP&lc}k}oc7R+d2O zp}LSI1(ecT_-#{rtz0%6ata3w5{?CpJ?fz~;EmHmB zk`Ml-R8quC*kHs;e>(y`+rRQ*VJ)=6Jm8#$pEdWq;=jVl&rDCgXC!7DNSl-VzIdbc7|)aEwo)}RUD(*BxY=o zGjo)YNjF5U#&RA1@u# z{O%Sdx@jvSVzEK71?l+5qqcQ(2d;$VkxWH(vq}H zrt?SauZ`~I7wLv;p6Yx~^+0BWTyG-If{4;4Jm$>z@iq|9-TTF_Ag*?d=O&v{WbZ-D zPmv@nAqN+N2+#RQ+et_nn=LcVM~Co=E{XFZ@zK@ZpYdejt7PNjc>}4ml7R;m!p{^%3WRzasjW~rgV0?&WsXKNjp5~rmao+`E%8fLlLfC zb%D?c)IXd+2d$y-HO!kR^D1WlJ;;*xT!kQxg}J#P;_AT58{qpEPf_at3~*DSEq`a{ znx~J2#l+T{5k7R{hd+?!Pydr^KCZudDkeX!An&wX=iUO_=&_Hq5QXaBzQzL?|?fi4h?X=>#fm+%pseII`o zEa;uuvX|d|2Aa_Z#ZQ7=A_*wl#o61dZDK9r~xeN_u;?Ge(7+?ttog+x(t`?OwL(uztB?z>t zu>{8|jTnZu|^;vYjWClg*#Wi%WbM3fCW~p7R zA#l|qQ^q`e2{F%KwXkYwKermn?DKfa;huTETuCt&%Y-+j9EJ*8{W>x%2g$SK@sZ6#BR246%wy~QiL)P$;J5oV!>E}V-sjtyAUImKT{0v&== zg()l|*PinRLNl7m<8Ow!ix8hWPncqSn!Wg-CnPDwtj9^skh%ElXBNXmjbgRT6=sn) z$Yf#%I67`^bJYE}`b+E(&&{}apY`on)|3YM4$e-Cqb?YWNV*r@2BMuWt#W0|9x)+) z$z-CwKB&r)^H>>gchS~PL5*x}b?kCC@`sUlme##R2wz*vMMXpwMw);YcaAXrND?g_ zZ5%L~aDOFgVk@Jc$||}~M*O{yxu8%#c|Nh?(&&B%cjT*?!nVyn_F)zNODh(Vbii`cPD-OY%hW+SEYVt9X)RSR58fufXCFeM`V<{zaDW)=X5|<;zl1E1Nss z^4zQ2P27YWZ}47&rT~(?M3RtU9>%5v0*No>uiCbYE28@5+g}X!CQljolo%I5@oikz zx%?9xtF97)9EUkONG-Q*Dj(OE6ap%d&4cS)kHyh*|ING6f?*)&`>Xo4hOp4fPtG0x zQEV=>ebH8iCE*wCgf@3+%&Alz+;5qq5L4dmS<+Nnt}UY5D#p&RT=cBDWbi>do{0W{ zmj@lgD_lkKD}Pt73`6q=UR`e;bP1Du3DjAaY zb#r~}ODq}$yv=O!@asXiRKTBs&ZXYY%1BSw`ZHOQaUt}}?#2lD;#T)=QsCG%Qf}6M zTGlz1Bg0?ZfW-;lIf>(JUg8&7N(@D2L*)O>hthkeE>G+` z_q~xdBjrSXvH%0Tiq${nZDN|WExRNmTQ;neugc1<_>5KvGuT#>3(5xA0&>lHv-%v0 zFN0?MaoOT)k}#pQUBBK?&{1;m(C$dl%fQ(yR~ARSZ0x-5q1z?Hl%JZ|NlI!fV{A(7 zn__Kj$6)5uYki^n!GE)u?2aE`dPg&if$)^G^IQ-)o}O8JiZ5nioBL z&wuvT1v1fgAqx6Fpn(Iozo3A6X%!ZBa0gznVpye{y<#n zd1o|u`slOLSzIb#XinZ~EMY$QSP+r@SVv78Csz!A)q~^bydQt#ih|BMiRwXMe-_9~ zQ(*}}T)T#(L#UE|*ER_Y)meY4kjT(z<1yVELOOGH-Xg)wD|?oRcEa2uVY{74*y5b# ze*3!8f5We!yp(0bq=Lw0Ini$B!-|ZV5#u~r-AdSBVkg|WuA!B&%x6>akub}R3%&(cyPS{~QU~;+-BD-tb!2)DDPnHC@9!^aYdi2w49Ock{!y}b zL&4pjXT_&X0rRae;a|$c^1{#BdaqqrEleycC2HTiTgSX0ZV=-0tK{Z}m-rN`@conb zTCMa~*Rq-?mPISWM+35pgh!4iaTL45LNR#yyaGqX**^)??zZ4ZLrov6d<1 z8ruC}Q<02foorn$R@(Zf%Qw14S;t6m2FzI{wg6;_Bt_2`V<_*7^1t4^=0HCxpKNyFW}#KXLnLuxk#(w<6)@!674>&LVhHHDhno12XJ5omEG-vV5E6O(>%Hnz3%|eXb>W;9zGq@$v;H{Pdqh$_H4n~o z1CL>PR;QC#n!1*DwM2>r70|=;NmUOVVEGC2@LXpBNLnz)Rm^$#mgroOky$f*SkjL> z9*SHU;Kx?Y z{W{SZGx*?$exk}md8uvWqjz3D8yzE2c=2YauRK8f8f%$5IIoC=OtX;%N40St=8Gvk zWAAwpzorL>WurpJRe|d62jXdwtkIzndXQ9cA`nW7U)+2ehrWORY51_%F7<>;H@?a? zwa33KR#Y!BcLs#klO7_x1hrNkWOBS8`bJ#W2babOjn0im&k|#kdzHd=@>z!iUKDk> z%9^Pp#&F5cZEV}B9u96@v->9|AYqvTVm05q(0}b!uW0ZK@XponIK*A$sdWPPW%%oz&`mz*s(NzXTmrfn&qe0Q!Q2~P0 z3ET-tb5Jt=1-Z9~23g;PE=$j0E?%sK_2~?SOuXX9dY)s$X4H>{1mdE*Co8Z7MHGsiCdYly48?$%@Rl!okV^H; z!Nq^F`t}@)4B%Np(SKtrDP-UQ9810G=*$7mM8(`JIB&0!ek8y75AD54F-s z?T?+^yQ?u1-@ims`?5@2KMN%=E8QXGax2s<)_r~?hHQIb2zhy8Tv2XqU$lBR8bRHC z{jykV{8z(ovT|}ji9dPdSzR`GPrz++S|#7BpPL1tCO#F?_SE*2!e$`r<9F2|Z4he% z9HBr~-<2W$tb)|X)b;sDE3=@7!wm(m3n!$bD`5q>>pNOetXgsw*kf~<|DNdn!swrn4w}2zDK0Lq3dCFT>|ILtZZGWjYJ;R!wjQUGyn~!y$HlR zltG-7UHDYZf~7=CuQg|YEHkilbnBf21A=}c zHjL`tGiF|{L^mmxe_A#Grw-4MDtYXYyQ}M4z3;(zx;r10ju{P>Xmy8}T|=IZI@n1A z-70}(FI6-PypeWIqV@n7nM>m*q#dga$U~6{woRK;l>EL-egZw6J4iPIcpy;|a&QU@ zLd--?L_Da1#HonAHzq{`^a^?=Ce^~T-o6$!_{A1ns z(D+O465IJ#&oCi_emmWR^|@RZzv6iwmg@?Sn0ROHqExG}NI72d zn*}_O_?tOPuPREolcf0lUd-jWtWwKsW!9;q(?WZVJKK9V=>A5XBqszjMn2@6PB^um zi^RS}l}olikZ|?5QJOAabm#yxk56wHW3dPeZ%`;b7rmFPBR98#*G{kJ%c(lrmnS8~ zY;pG!$}|Mj5yy41wMRd8=H8=OY-4O2nF*LOK zr~f5rXdvIgiPLv;#mb_@ELla~1ctu@f4vG{ac#-@E4^s1y*q``#sHF^2(>Z^7$Z+CYF9=-1okZcR8#^TGT zvb?vLlwc@-s&1hMf-XqMQ>sW(r)JS#IQmR_=9S9^BPR67Z&|q-`n=tcyc5gc#iG2W zMt|N1GCC!bo4c8WEx03$!Xu-2m9n{gX}y<)J7asT`Qr!>S0H&RHHS9{G<%RG0o#gj z@zMdo(pj~9ke+=Tgc#dsen2DL?XF-@T)L`&q!0RHDM8e}kk#E)L65tikshh?^0e3G zKWkea`7Ykhtu*iY;T&6fT#MYHyWqs1tpkG|4BV#H+uN0^3@AfGVK?KuEG5;?2U%8v zMe+024+Bi6Tqje2SQ_|_F004wdU|BCwuOEO!eW;KeaonIA{TqW(K}@SSn?DYlRPu8 zRvQgAP8+^8xX`Kp+qqWyEGpZv`bvr#^lj%fOXIbb!GHuatVt+F*-3Jqs{>@4+iAUP zJjj>0cq=zCFbe>3VBKWlIs$Ny%ygJ2zG35-3F*N#$?F$gEhM=JIa&qrGCgaD0*kG> z!X>z3N{Vw&cZm8fvo=v7j}3vCzydw9ZS0LfiO8Jtw@(!&H%WO=YK!$s5>BRpU>t$y zTqe(Gft+E$75ZzV%WA5&%=hu^`ggDPwV}2_AlSRL>zhwGbL3e7k7eZ$E>chG9tk?q z>{*psEj*?>T)0~T(Xw$MkNT0;fbD8@yiL^ZkOw~bz*`=qmNGB)Jw}7U*qb{$U z=N?L_)9HTdiCej2kABx3J@x_vo~q@W+S<`n0d;Nl|Bs{>L9we1I0ygpIqU~HQrto(X#@#2)M|Fwik9>|M?|0o-qdOhLuOwe<3 z1WBr2QooS!Nxxg`k{f~5ESwwVj4`?7{MTr>`ypa!z<*f~VG?z2--d2!(zl75j=ZSc zGP*xEfW-Jd+`V^$$wcU)$dz&)MDfO_%-fWbIQ~&zBcY_Pk{WS(D1AEKT+<;v)|AQ> z5@ow?ot5`Pa{X7DxAG(!(eet!-1;p3WXUKdUZ(8$Jb~>-VGq~2a}N(Z0fAX(<3e{5b+4l?)FX|+?8wtW8Gb+=N#V58am z)gB$Bk9{T3=adL7H3!eM?7~bJfjS=WK`HUojQv#ILRCh_aATuE?Fr?7_s}u?O6^aT z$}V2vZfMelxs$PB!l6!>f{Jl3V-g8+XR!n&LMw`t%wYWDCMlt6C73?wjbVW)%S)cf zHg^fGe=-5)))tyFan8-lCg0)cIWCvLJuzOTL?!mPb^UvZzbh->6&6b7_IODnuXlgc zJK3EHae{;jOY5E??p8WxLylQQW=5j(&-R4{N4~U_$WDUllP4Q^1>En$ zZT*j=Ihm8Q)c6vdYeyF=?and>U{&v>ovy&jL@1+GQnP_>tgUT63p9jbwhdX>?p%$N-1%R#OtTYkgfuKFcPg zmxG$IZkx8Yy0@9N?@mpp>c}RK*JMAheBcn^!#Iyf$NA z-h$+JQawxhz!VmmBUnl$CBOYq^0??Y!`LHfo}i`VV;*A>qD|Kj)2Zce9Bj&C&kwN% z7&t&P23_JTF!!@_Ubo}JIR4_BP|C#m;nHt~5X$Ei-)$9&AHOe|3Yn|4 zi1&}+L4-?6K8rQLR4PMLl~GZWqF0O^50#Ei!wQ5QYx^P{eHhOzQHs-ZRu&Jy@TT%TrJ6B#^pqD%3o*4$-r1=e z3q{duG7I?g7zKZD)z>i;mq{-BCDDpN8>#5>7->q=1*0CJco|N%W6lXP<=|H6`{Jb0 z?jq4S6S_CDe72m>A@q<_^w$^H4VKTLkrDH{S`@uH8TxO4WvL1z_12Y6Y|E3!0+QzC zx^q@%4@$oIgRCPx2>zui=27+2{nEz>U%?z8;rklFI`Yddgd~8$$Qhgs^OMy zUfsj?rlPwaP{u3%CU+x8P;~VbS3S>h`T7vW@a+88VmlQ7{#ml37MFC2$(rXB z$8WmjqMJ&a?x-rNDpssAGa|(3w+mws;F1b*f~q)}3!NJ)%E`^mJ;%Ki@P&JoO7mbRC2enqWQ*gUr1CWyCs8+h zOG;Sxr`zm5w_=1yA66bxu3QPnk|nR&WdXo+!?UqZep^jjo4pg2-8kGhcK<$Qy`!VU z^h*-9T(dxpdbelHYq6=@iPME{+yj2*PY{K6Vq@J=ZfE|wcE7L?4fL1bTi`agHqFcf zABn>5QhtdJOt2KZwp^t-A=n0wbQzjcuHIhe=RTbC(J4L8Hg3jJDvOQXr1{-xhWGcy z+_!#1Qv`8a7j%WYA4pw>b+uNCrr^z1gqVS1`ro~$% z$+X_SA2uPS!1>fEvZB!1&DoTn+omGlYvfZFH$IEX!juk#izgyt_9$f%iEG?@ZOu23 zgaGNZzS|nN?I|#2EUvyU$CYB;(UY7>Jsg1R8joshG?c$#PU`+w$!*WsOLIbyp>u8V z>q1)$=Q9V<IL{;O-jq4d=ofo*|pGxn;;88@#yTNNT` zj;1P4-hKMT^{RydXvp=11qgb%1rJjLQeMfMATy5e(q5E}6S8 z`PB`?1V8UP{)Q1CaO4V0A-DR8cL1Mu7Qv$N6^2u-#xt?L?<;(-%LY>60OP^s&L^DEK1!3H4NsUoqhDg zYnT4#mbCzB4JW+<5==!g7}MY$LftVCOh{h6#~C+d-_bg$*xdKuyEC27j|X?fY-c`0 zk&d@Jok%T>$oZ)Dh!JM@w15{lW+ebzs1V=kNvrt|(S8oupXe-aamrjAm`zCjK*B19 z^Zb?*#T-=$FPw7rAdpDd=P({qLMmdI0$P|$g)jAbdoOG5(2E~fAG`{RR4h}(37s#? zZJNjD`nsPp8;ZBlnGW1IKo@lLmyFJ~DPI^7%`aef1GYZPz11dH{nicRUx^{drB5h{ zo8X`;s5KnfIAATy#Kw8_pbN#(QS!Jl{8n^pH=RepUpkZ9JUV5gAuZix_uZ|i*BgHl zb?sXAP3V_CIc&Hw>`XZ|ouM;%tg`=Wq|~vwPN4f`zW*hM#u0^_Uq@8L+~=u0&T=7d zN9P;e_gud$B2t$)m3Ssi>Dkh>F0@zZA-XN1Cp;oCdYVXH<2qK6W;3hR?Z?Age;A(9 z$MgB4*!e9_UKh<*Pom%-ou}8JdqE%tnf-odjQSh5YzaC{En)ec`6S6)B%UlLRV`(u z%u67>`HBn{sASFUjy!VUm!#RZLG-J5rE=R;a+em-QnkQ=vWd@(wUp!HU}lV_-YYpl zUSLx$ABAG)=j>w|kPNb(oX{xH>X~wGd(Xoc6l_KAdh6nAT%r{oj4vCkbV#$kE*qiT zJZdMEhVqZsB%)xN=+a2A-I|*@7UTpb_%+YeLJ&c&>jT9f#xXOlb9g!0{9wyq*eMhXNg~o zo{&sC?c%i{9eoyn!IlyyN!X{0>iKt-wdMLI825&sjH<`MKS(C}*o}YkGO=)6u8AM* zl1lol>>NJ;;2NLfGYlwE_-+5lezuq2@M(t4=ck0U z%Z_`itbTPmMbB~ej*{GRf6EJJKsI5@@Ct(AgeuIYA#HSqmJgIB4U(mW1(4r>3M~}Q z-YMSc1fK``_U+sG69uKSaWj~6oGOa5Z>zrDM@KMHjCq3KZN#W-;@>-^8y3oyMB(7Bp!E@%3}2WGXL1Hk0!_A^3z-XHu*nVgIJ_F`wb^_d%vk< zJILQO53os<&-N&1fx>u#G}-_(pj14ZnK4d(tMVK zhqe!O@^=Q~$2KdeFpHBoOz{OR z%~aZip9NtG+|K;3C^M?z!USh<=a@W9wpIbLFAbU-uw&b~+(j!Z6Jgb1Tjb{JG*xrB zO;U*n4kF1&)vCG?dkwycu}80PpWNlFul`2RXHvo4muCwi1nq%%%{H+@2uHyY)r7l2 zz8*L8c5uGJk;iE8l6pkW%|SQ5{S<81&v&8l6UF`(TUmlslw{mdc1WnIO-|N4<|GHoAmhB%8t~z>| z=|3nxM*q=pdQp>$NJ9;_QsMo5Xb8m-k51Z{JjFlqu+`nap&OG(kNA})#j1Psc))qG zby(xln!`OE1j^v^8>o`b)(DoC;?2Twq4bOO9HLD-E3{pXK3Zaz3*t_zMJO91PcY(| z5?cu7V$|`Tv0IIgki2>)ymgC~j$cY%JRsJ9HXmziqUxDZlU(J-Ftc3;mW+j3o2~7^KpFvt@)7qGSGg;>iJ6 zy7-E%Bjk`H^xO!bxfi{B+2#6)=G_c{AceHvPw)`Q_Blby+4S^BF_x+CaoxYe+jE4w z`?8vGiQy#d`5>|3sTtQl($QE#u(!NA=&XP(RtTy)@yJ#&B*(hB80NnR1DoD(hloPp zv3Yqc*7nP3(@2fmx1k}CW4*J~xxWq5`R-$GDL8wG{#Nb)p-W<-Ri}kBj4}m5ytC`^C`-xs~%f$ZFjOZ z04#TS?@4`qJ&-ZoAz`+t?K+VZ-u@K`6GUe472T$y7JUrFr~OknOD>udfyPU#$V=Cr|dfZSC-q9V`spMX%0u-6{J(WoJs3t6Q-R2nu6 zbda}KHVqq_4kCVeG!4!IAUwu*cNS!o5X8*E9Nga8{@oY-9-ldua@e#_zc)mC$UP~W`BW8wz2`uEd zRL}`5`{-SHMxJZ#w8UwAf%=bfhy7^b(1zn3ztrm@pKHPXO_&E3Px5eSE8GmVgIMpY|nn zTqSQRjK%Y8F3e636hZdx_GhDSr9B-{JRrsa->;#>>wzjtVbyNru8?H%;RpYau zfGU=WHwY_y&fTe>=_L%!R0TS2l3s}choG>qAT>lhvo8-Gus;WKfrlPh8}!OaZ5#sL z`e=#kUz}6ml21UosxZgQ0QYT{^ zyh?ErF|}Qm5?LCRK&;KGuF%ORJ5={cgcJyP%BP)UgVF`v;^}Z9u3YRx1$Nu~Gw?q)c=PmivH1`UIJA2G90} z*q)kLp59tm3${@3TGzV#)@x%Vr8mEAIg~zC{2~ckR#pZWwOtwwLXv!z$LnFHy{1xG z{;sL2woy;IA_r@0P%`-LUG=jGVq>{fB~?5uzp{4rP?e|A<%>i1(HyyuP_nbM^if|L zfOwiBfQFoLXYcHHl{5VA(k3R3U$^(2?Kq;G5Ob83%V+l{@i(|o^blZ)&u;FZl z*!b|gpEXV|bxJd;`nHDY&P@!tY!}@yvFc$_LY=G8`<_YFPbr@D*xnW;OHNAfEiJtu z&tRDfw2S<9Dp@0f<@(0@A92RH%ckv34K{mtERh1@@z+S-o#f7001hMJ)1(;7Ty06= zpH}^b9mjoOw0mqi?~gaciK5lJze=9VO?zGBeY6cK!DHbUJbfpDb83m%2K$cA6U+bz|)HJi` z6}w8J?LoymJsh7ui zsf{5KeJ%pw&PMy=ZQ}Pl%Sz{8x>+osHxy~%I1H7{U;b8di#f``wCvYiFZM&31 zx&OYj;cFc$Vr1(bZ7s?>^Zaw_gAlQ7DFIP8hYk?fZNmk1Kgo3l6B+0vFLYPT)ifRD zxq}}1q7J#19d%}UiO1{hI_W>g&7e^MsFkbFa>QCuyuWIq(_?XwEO$8=jv~f4OQq6M zQa@Klwk%`LD*h6te6l7Jl{h=2X$(%jkf|GDb}|GO&Takor81O>(}$ieZlmy-R5m52 zvkWNwO@?3Twahs<=0F?^{U|LEp@^<-Jo_Lsj{)_$-md?+5QmXlva$BDeh#*qzdb_o z^h2yp^0CMT@v56q-a!etv0?mJ_KX_zbV@{3zJ#bKw?uH4hh4e&68GEVGi|v4(b8`7 z?p{7jfIkot|Upkju?~KR>}Bu8vmWS--xW-I9B8pzmt4+{X17E9ub%*Xmz)` z45hQYOWtVZ!vl=b7CsOyv)e_z9o~+g8>Y-cco81cMfz~KVYbFg)Yv>oCVG3P3mC#J z6?5*A2BY8g^bHCx|B<{to7z-ae>JVQV}e+G$wA**A_ZdbDDy|3T}QUqOC9#%=CwSf zl6?niL$mzhrY9Q<3fmcwa$;MVVwM8lX&_0(b^UmkTlgm~zi)58dGj&~udg9|L1c2J z7TCiniM4fgf&|T4E#H;ZFpDcJz1RWEe2T4P8bD&w((aYcW^!_a>DnBQcgWD}hA$8t z{tlSz`Xk;{R5&j#4C|en^BUc5veLgop}>xAaM4AMJH+g4_QwjqEd=m9I+L$ipcLf2 zB*gu<>EXS1X2~Tw-EKcYa@U~>JUsNuCRlgi6HC|ND=I3An_=KZhrAyf8_Un~O}vS< z)c^7QyP=`sl3bspdf(xYHezM}mm}wrdR4IFGNpHL6)cC5%m1v~o$p@aSOTsMx?Mwb zI#td@QazLjN@miWM~V&)sL5)JBthN+4-!E?xF(SjnS*OLSA^s@zWUm#lLv`Xag0dd zj_T^_-pZ}8Jrxw|Se>Po%Y&eDaHObNTY2b{A%fr)j#-^tSoqocqB0>g;018a_I#@; zAdRT<^pQ<-5(e`(2M33J=jQv-J%_TiJHWXMu_ZT7T9( zGads-%(HRK0}>+UA4eSft0frBc0SZxB&{UAyIe5cHZ=$Lj&eqs@an5=wAG|i4rP8t zPBc6R8;+S!I{Q>y>VgYgSV60v!$Il4JVrLIKINzwN}s4fw5rLfUyRJ2Mc@f&Cf>Z0 z6IB<&=zGO-cn}c4q=gQqN_VFHXq|iL(&B)MNf20{X`(hVi&qs4k)l(zh+*UE>kNQi65mI_8s=l`Y>KYd)MWW zwcH@N(XO=M?Qq^DVr`a&JQw;xSTzVSy5Tbla=6qyBST||Zj?+@M<6;{#8@Kx!QBG3 z;+#-q07@BKy0|3w@SaZo@ZQKqGa#gzcR2Q)J#5De{zy0qDVGO~>mrtVLuq*<y@G6JFe^EC;NjiB^NG-d9W!^H&xurMRL(5O_s20eybp z_oqLnYM-msq;}3e^te$VNIcRr`Z+qfKm9U>)b-n4`p;W~=y~^O z%AdCqDaDHb8qFmULd?z+Tsdu|(iB4xJS5?K5&<7-n_O6Ekof#2_9!bPeT@ze5w#Pj z9+v>E@8SzzW*lc{Mn=Y2 znNVPuhx=orusyU}J>ogL=VL_vH|1E|xHSB6ssdC}ab0tB_9sJ@hnxQ{K*%Kb@0HD0 zg&~SJktd^6x`n!(9_&spg~r|_4gf0IUg`?wC{G7knTDh zq`ujv%3ryvo_{es$Fd?tr%3tk-_y;@r!%QsTxWjzZ7T|<$Tio%H3k5nLQkNL{%OTa zBskmiXMY5|a9qEo7$=Mdfz_^4wAlvCuGQ7IcW{^xCnqQH4n5xfoRN`nCUfFS#pnm7z%b(G&ELL*4J0o)PPmqK4P|Z8I&kpr^M)uMnpJ zKlp>(ikceE5MqHAq-r-Ug8yJx%)ayJ4v$8LK=}B!B1R=aRYq$0t(u)gMhNjf#B)N4}Y;NwgJU8gesKeomQp#4v`~emG89 zc5f{g?r^pDgXyy{zgP!SF*OH4=liQuH3-TUMbzhZ-_mF?mH__`TV2TZas5Fdo;s(N z(~k~2BDj=L6ME_Fcay{K1)7ItcgApMq-RQ{se{(E>y-lqMW?L|9pO{qZZixfWT8fc zE-25Ii0YW=f@39OSM_jzq1uo7#P>$LQb_ihPCmpJ$*cUFjei`rL>YdGM(FNWOf+-( zn-pc3P|YSTmU9jDPFQbx?iHlz)+|R&M0iGlBdFwlV4*FA ze~~Vf4#VrM?(mEOYd-wAGo|jSKd&Zk!KoZJFSZX+J%7rgQm# zNt$i13i(SEfX@}tPu@KN;TIs(*)OJx=drX&OG|@*llVWxaq}*vc^Am*GSQS-H;I%U zS6LU%D{&h7i3zdCsvU>_ta&P;FnKcMw{a7352|ur3tlJh`espUR9=GFX#R&HiYF9H zFxP*lQwD}B;f(@%k+r}z`-Bij8LgOc_@`iXXcU9?tlSL4(#8@Js9M`l zUao=ccg?U$?v8+|-}n2H#&eB8WBckhECx&I3!@w6i*yLKupE3jn&G{xtX)+q2vo%) zt&7eay8O<8oBK>K5eM?PHzW6#0w7lFDbL)7=aBtpm*E>R+-Z5oZ*-8bly}NRD5PNH z3~`EZQ#Bed&R38A3lD>rZEC8c(QD(!d};P+$e?wyU5>gu0!YgcTP19vmLR~<`1ASO z-d`hX=_lq_7EDMNxSqm)pI`SLjfs10hJiZVyxiT}`-51|ll^hgrnQoX!;M}~9>>Byv`+@l)-maSbIr(kjiZ-TPs{W0^aRg}pO~2I@LS>Tw=&Up z(Z}&`>g#8v9dG7zx#tKHh$y4MV~pYn8h0@f0pGbB8BZ_f?>eX4IE! z+u?RK(TYt;xJ|?6;byY02^*z zZF;FdGnsjZM`tJ^2gd?&K5~6w!^!TMF*zS0!QMhtRFr@Y<_#PBQl0_RK&A34Sp4)4 zMLCvpqZ{{AJCehzj+)CH?W66q#1vTiqc~@0O$Y~lh_5ydi!ZDh#5^C>l2H$Ojt zz!EmRT&GO*neLnCBI$UX@ay|=$iMsCh=a{@JKj5GCQrRR?wAyw>{HlQCK>HKFyx5v zcwb&XO!w;`{^$7LZJ-Fmtk)0gsA@~dXsZh%P=l4{*zp*}o8w|`j$gzM{kQpjoVvW< zR`sK!VU%Mybf#JI0+LK)J$CIZdk7KJE;(s(iq6F3$UgV!MWUh@FIR@9A+!3K%Su`{ zU#jhooNJNb?EZp?H7}1>D+mh8=I$mVP|C?Upw{$`$+;iWYKGz)fE#;PV*`WV#hLyi&m(+|N3fD+RBgER6J0T{0&ei%Xs(nb{t7@T?{CRjL(rnYQH^3U98Dr{}}F<(vAf2bc>mx3__k0Y{pgcU>5wQ=f&s^ zWQ+%jw^6)yCfPl6v_ljkjIGNG}yl+4Af%nXe@^0MWQ zUGv^-^UC`}6~Zx{=l;z%iU#cbw(|XSgwfE;{+@uPfVXTyD|%#fGzlw^pi$03wy!$D zapKmbX3@YWj>GR90E|063$@l0$5E!%N48F&nN7{(4cB~0?4uq=`ma^3xe5+BR>39) z7Y@P7^rG>%j(3X%;?RuZEP))N#vdy{r*@_jki|!LAeuO_`+S?2NrSt1ipF{3O)NXG zt-2=%5(d`R-1HMWVGl0ru{_@1(UFG>M=Da@!4Zq;%+H6|K&qT51Z(i$Em*#v-bYPJ zN;)$*M4?>yJ{se2&#QN{;$^(!Q zl!NRY9WB&yNi#gi^Z(b;xyLj8|51EIO~go9rOdU3G7^$<$t6O$Uvf$A<&yjT5+jXN zE^`ZClZiqIArv7kNsEQtLyX+-x8KXpzvY2#pU>z0I z>($<=!Ij z4?E*Q@RlBnE;zB#$`|J85s*fKY$h1ipWXC-(3*P3OeR?i8Z%xN>bpyqS5J>Ll4du< z5th)l1Hny#n*QMXuwCd#vom$@@~RtnSyEhF*?V@71AZ8UClwpM`&`cMPz+sKYo^rU zU&|3SsY}*7W4nv@8dm6o8?*Jogpu`T`%+W5OYo~8L5a)D8>^`B=~#3;@9MXDR7H+> z(9FUDrS?qq4QrTk%A3sO?jxf>;xxE$l&T_iE&5e zIZ>rFiC1f^4DI*m&Mrq;!BEn?{V7I;w-uZ4=T~J;yL|sQiepFm;|+i5I5?Cj8F1_9 zm0=4AHI+5#Z7+g5A~E`0QWRX)r~ne2_wc-SaoU*O9+-7^a{&TeP4VoyGU#tdR#RIf zk0B%<@iaflD0?P*y>oG8FyQ2B4dGGogLTos=lk}(I~ePJg<;qKQX@^J0i9JGcG^pK z;qi;@l%ECeJEvF!ZE)_x+X;)a^zZDqRRtlEuP==ZCZMux_DrJNz0EysJE24G5YwJ^&-vU>Eb`Tr5;QjhL6ensj1y7PFI1wj(E9+#Jg#M6bH8~% z6ABR_fMf|Tm8L1U#&aS}R3s5YiiN*P0`3u4MY6q2Tad``pLPnq;wJ@BekUkp&nfoI zdIX-6$ceK*q$#GAM-Gr}hP-$+kQe3T*8b)zUcPkc`e!MG64kq}Qiq!E42V3C+o+S^ zqyjwCzqcp*I=#1tn;y<8_~X)aL+4|y#U&&-9_9iN3WL;IXS}Lc;|ygSt(EGzdUaOr z(#PRjZ9E>3Uh3v2QtX}6&8)2#6(o|iU=S^#ArUrcN%6x>S151v(E6z(%vLD;q@A{a zRF<}#nL3DxP`Ds|9l$@6KD7X2piaiwq^jiXA;`E?%xAj!cIWvN{pUWcZmSAN9)D~~ zw6w4|$Oy_G#Et;*Mree{w_cZ3Nxl#lx7tZw-c)i$Mcwku;C4SyR!v`)^thbe``w!& zBb&Oqk_|53_R_ZHAC5kZB!l8~JhP_k$+S-($^is{`ZLwsJ$?M}N=K~)fMtn>Tec~aM1h$X7zDCxZ& zedpc}$&0b*T(Hr8nOKD0N8?x9Bco3^Ryfkz$u`FoPMZ@Sp~%?6E|>0m%Yfj%9JqAf z-d_0GwRgq9BMGpQll$c^lU_f&PYIhoZh8(0kenisE{k)oum{O6p|%WMEOJo6RcYU> z(w^A1v^An|FxOE2LYmHj$dABDo88Qs00&pJ%~VBAAvW51Wpn#hZ7niqX2unNvxJs= zCQv@p!K+7GKJnWNO;rq2ZYL1F;RHraG-xg5gzNG!7sSK0JfG7bX8PD65#1JpQdv^_F0m1?D~(W9o(lgmMH zL?uG^m3*Qk+erirkCd{~#!S~+NPgld7Jug8dA3MN_NMQP3N)XSt$FBl`_ur%b1ler zoriaBUF}%3C0$Yh3ky?@>n#+x6fSo#Bk+1j?GF5SwkDB8P35N>+x0@%OU0A01m4zw zES?}m4Onsf=Oj6ugc6 zkRs=1Eg6a{SyN%;M4&%l=af+-EH6h5ym{1@C(4h-3B+L{I3GnkUBj<=P1kn6XR_0E ze7N{;fNrU}br!80S0XJpu5W66jTjtY=rMc$b@9R?2;1I)Z! zWiOn2t+%_N-D)zQ?7X0mO&QxC`JniO2aQ2ZZ-OV~z}_tBh&G6ys5CDE21stMppnk0 zQ*c`-c=-hoJ(4QLbh1G~n?IneF7>mk#Mq--ee8t!#U3?BsSz5<&SwY_D06f3O4myS zm6)6P{b#rd^|SXjxDj{EMes~dojjcR6E$xD)ZJHo6yPwAVFi_{C49lskJnH7WM6TU z=kwP>+7!=_Cl0ANwy=%P8?rLpVEMN^x7&nN%764p7V-qAkgW=kBU(Ddg-CH3#&;e{Guh0sm-jMs(bo~n$AmteUC=# z!`SPwX@>FxSjZ7w$drNHE9J39ZfHY8MFlgz^x0PyqQ7hX;OfY~am8KwL|al#L&Fo? zuik-;3hV8PVE!kP$=V_pbea%{4n)Gh&kBM+=BGnCNoc3decMd?XH?D*=&OfJb)`fN~*Ey6IWDuRx zn&$s@j@}3vgySOc1LAG_D$h`UI7z=eXXx1zTwwYFtB}!-Kol1G*7U3AGVuS0TTp=e zN``IPVyu@XO{(YZhgc8+`rSBe?a|^iqxopwUjh9oii-noXCh|t*YgdsCZd)9qt}REFYvzW?mi2h zx`{nYfHt^yk6zCwecUID2OTYp|74sBR9!rZKmv~GW~yyRIQX7^Rq_E%w#~bD#$MSsu^)ojz|Zk;Rm;Hn-rY#2rv@aIHil=Q;CxSry5gjdT?<IjIRSGI=aK^@RFKMX^UG!aMcORIDoyvu*V)+GjTfOt85G_w zpOgBjju&aG40s5YiYHPWj;Lv3S)%QOJD@zrW)k3=X*y`4t6#6;=6Xj8F(r(iz196? z>TcL~N3;xak{R(SHi$b)h%j{M;M~0n)RLG3)*qFmttUzti%O0TzPrMbdyk30*TA+F zdW?6c34wlpM_$lh?Hy#-201=(D$yciZ{7PG%zlSa@`0Y+l>DKbqK@M!j;#lR5^WTh zEQu}Bk1;H{pHE|uf?;kS6f`bLapZ8mW4s-KdbeT{&k;9zN3o`uVN}eyjjkDPvg?aL zgpb#MwQ=#gZ$J28=>5m_@#*Hjm$F~HT5k<|`~LX%YZ_0r@^#D>oQTZYCH;pKSnr^C za%0n;r$6OKJfM59@dZgJ<44_OnxssLmoH!3NmN`Ti!r41uiFpwx4?e77=i#6&cezb2Uag|88wDD!qGO z_S@CZf_7{0x9P20iK_6~X+3z#20h^)C z`aQC$xLfhf#HlX}3s4Yr`7*^$3M#1kX4<875F^vzW9y@%>|m(6AhPqLN|=y1wwZKpZRqGy%^Q0RmL#q>_; zasPo*SA-Hs+2-a}<`(av$W4vfZzYkbb*6A*VT@u`a;x_B_FoM}m|>ubn?RBs2p;`5 z(+4!{^+g`2_i+tr@_6n~>EdIvXg$XM5FWNYE+WZV#o{H?|E9SQHYX>;s)HG+Cz|;_ zWYbuHU-m@1os_egOw@d1W8;5=<>H%tgFC+38Yzc8#h)`GQL6lN+h7?@OvT`#F@_8% z2Jp>I1hm;5M0}_F@yY)M?wm=}24C*o3IeWMdZyoRKoi{jrnF@+Dr*nJ z-OP-rk=qGn*9Mb@C4>3sKxdG%Kl#=Qi~Qke*cmQ&>}VbJuwa;c3tdi+98xFkzLdF~ z%k~oQTLt3bxs*Odx%-w?15Uw9of=(HQ4pfR{@IM&@s`rbOCZ~;+5CB@n`fb!PgUrs zF5ZMKzIoBNQr?zd9=~4{>Px$(JLFRzAmJIVl?OK3WIq3_tEi(3&D+}{7YaOi^X~<6 ztMRrHNLZ0iR#mdc4+UgJqJ+4j4i(M*kc7D@J+oQ=!K>2tJX`Jwc}m#>K5XIC z9xx4=W6GZRG-lL)uaq`%K56u#Cb0=;XLgR*_;_3(;wjno#z6J?Tkm7^xsPZ}`Tu)% zzi0|MK6FBDejz|DGSl`eWFM{TgFEla9*gFbJ7vJl@PQ*TsZhk|LMAB8X?P)P6S6Jk zOgag!jeWD!8;V{Qs~Lk^<15`qo8FL}J$ZQ~1|@Apiaofv)bT?ZueNkAf= z2&!PJMf(m%xP8+OZkFf}-O2W=6nsX%oBsaYf12+feRsm8#RGFuAGu#{B)~1VMoEon z-)DVoG(LW!H~wC2<;=VDt}?ubV8U7B+u4$k>6WExc1h_(+^-v$=7`P?T?vrS$Z(z2(m?C{W(){@dO1t8>#ZO3H1zN|iQ?))eAmWo6Y8 z7&g_dH^g!uEEDf=D5sWFDdw(0j?kJq5HtJ5ciKY6&o?w$azBQPxn3W{ssybwdfZad zC-DHAFsBllM;5+liKM}R9kdw~UF^lX+wLBEK9d3}yly^q#@Ekn zhLPz?=$fWT#sybagP-o9i?UT!m5FVCCT?7j)%LRW^1|^78%*NGqilY;RMcj=0h?%i z!3y<}!tCaXzq)HWa zhGRcp*jDVsjV!C@mP?x;w1m(Aa@v=1OIi&`_gRNU$G)ieFc=sXSzWqx8GuN`%%>3F z?^bcDu$bwH7=RIlkidO7;k8ggL6Y+=>6SeG>du#~ENm2MK`swoztDi{H}C!`d`C67vcDo&C zQ1EkVO6#>hO0DzDmqNNc_hU6Zmx|*-K@zXJ4yw#SiAnqnBcd$rE7;e}3Jik>{dhGJ zgf8-nX+_u{qj{yIm;nFeOu9OXJvw*NTdOlE=S0S>Ti~I{x{B6Ia~WbO6kr3$XOi^`U|zO3clrw#r7UbEKMX$6 zG+H+-|1wo_e$kf?Z1YpzpsAztLJLjJQNqfoSIKv;WV_2`#M5C%n(9M5^|Gf91w7C|Cg4<19^$RvwZAszN*;*<7aN;SIo#T$ zqmf*w{mQ)0epQ}qKFVI4ag!?=CavH>$BRV!g3tyD0_2qOc(T2Az8CH&(}U4pn7Na! zWLRt;RL0|C4lkGTpU{DXhh?^MOwGZNiJt~|924@>BTc5u9kCJN_NMXnZwq9O$9r2g z$nCA|C-l&gY%>?@uTVK3TAJXzl2$eFfv&cz<*?i3 zV|9a2@B8%CKQqtsPc{xJ?|5lg^gPb}wVoJ2NPc=R#0AxS4nYf5Thx0-M|oy$lPW)MUuAu$*|w5l>{ zgOi1GKPor%1P2RK_)Vk=0)ylfLMp{z>OC=^P%XNle+f??7PIzPqa_$I#{5qX6^xQD z#USGZxYSFzj@0km;*1$d`qDMC4{2?)!yCSvKV}s3?6A6v{2{H2;%$lZOJj=@z3)0$ zy`{2=!jFCx+a8DF`1ng%I{Aq`aB^pVsK<1tfT;;L5V*M0J2kcFcmraAa#rD};@8FX zi$luQ`Zi|K69L*bY%ouaOg)hF=<&>{B|LLfqd3dCjKb&x;B=G}b6aH9crZTZvR63PqETKOWzcQ#Bw) zsjEY|vsXXP7%oKE4h{43OF=YxJ;y%MLod94^X?s-frT|&(52$n^?m}1wYhm6`gmS- zjmVu7P&G-kOg6n>Mg)3Lm+R1v{7pB@Ly#wDgxL?u*IGgarG{YkxqI>u`nk0RKtF-NfPd_9D z6xZ8szy=@;bUbNGxbNSs=u4c0WMDb3<0ZG5g)*=ZZf=|Bo)Sw*BlpaBXI&1tn{F(V z=v>uT-t!d~$G0=5Ax_z--~HPuNRh5c^Y!v-q9KU5rUKD` z(z6p2io4Y_@^FgpSz@O&!`~WTs5m#hb(Ojl1+<(u35FT%B5IwIPhp|{K#vub*^<{n z)Pg=gH`sgZuPLH`Ad-j}EtN1Xf$DC`jx<<@|*YGC(5*T37co+IDaiR@3|>><{Tf0^ukDy+7-x zl%6&wVUT!W^W$-F+}pN&{0D(JMcv~9*zSeE1oU{L<>ODDRx~AoAVIWmt&GI{hb_GM zxmCuAgvIOO(zF|Kgm#uYlN|Stcs~osJ_k_`(^son1g=lkJe=ObF5I;7abA8rCPGLc zRYjcQR1Pgsue+web=h;5ePdrg4x=hgK}SE+%^wU|wIn*i>wGQ+5UjGf+N~alaPFv! z@vmriVX-Z-Y6Wk?>R?!yy}g?5wR*naU;V8$3}tg)`Aggnv9^w>aYK>a)a$InORbGN zc7$hl1zv1T2o7buTtEIRZ28!nyyF^W_I>EsvR?}a<8X2=Cjt?HUD(pAT3pQD{v)xw zwL4XnaVtZtIXGPP2GXp1tDM5&}U z-XDncZVs;hXcjB$IY;0;+1iGG`pf9}H}^kXbx%($h6x|gu?phY8T2$FAXH2FDNF>k zeo}FJ@65)JJI?kYk4C|~<@UG5kd{xpNCo_iBw1Bc-@sXu3n}#cLpd+y$8>CpMB@kR zTb4T5DX@P1wBr)EW}}d%ZR_f!Lp9CH!^&s0s~`qKX6w)s4vEe#&uNq1g~?wY@`YYz zy9z( zQcb_{E0}&UNNDSHb(JuD)n+G(i~w(Q)Am)cldAz<02U)?TSjCD>-wD>+U!1rfRcC9 zyLazQO)YL3G7Bz^jKx}2Rn?UjiQcX4-_Il$zqr&xy;GgkK7o!mN_s&OS>@meTWjKz zJ>k>mdndoqPRgvnc;8?XI&5b>e|0c4*4|7fBb^NHRS*y5<)>DI5+~)-^d(zZlcQt@ z{Gk&I!{)iZwJ`N%yqh>$qtV*RlfqLGxIMA}jmhZ_fO18t02*a?2$Ry$DIMY)xF5kS z?4fX~<82zfrqoVQ_51SsdAr{(RsMQ&O+(XL&&TAro;j31z}3Hhw^p0I^@2J%l^*Kp zxiCFxke&nHgR1)Fvlr61{fAfjFX0g}l4{_|g=O%qOW*@3F~z#Mx%L!SRFp4QSg)s# zUMx(wmY1-*)v!CUc_0YX{p^m}nL257;P2adiNQ0ia2ygm@iQ(iZbY$U-4fX}oqH9%QyVq*eeK3x z3TZ#Yi#p-}D*RXkY6_A3HfXqMCR2o?$@ofEev)Q>BrdM;`x|kU&m$wG z;>p#4ce@}J@NLbkGFxF&D0?fUmKOE$u4!NS(lMI9^aykp1(*>*mHGCK{VFv*hYs|r z;+bEWZmnMZ0O3{}lOvKREo4$Uc%pOpTfOQh+RDCqx}f$~x=OJfLVV!aWkRKFtSqYN>UerhF&~rkRSg?FD*oA|Iq4Wb_x_ww z`S_Wy4%AGtWgka^70MO*rWd(sS7%%rAGQt!56w!KD)EIdxB}FmSe!w z4BN>~auz*T*kY^{I;0^Kv6ytAo)p#kmq!_S=Ag<_;onOsd4$eYb+29@4laDjXAfkK zSo`Fw%ZJrD`IVQLm#GiSCm5jZ$fsQiTM4!gh#K{$;woii3R$}*?VfApKY79tV0GUz zc2rLDsRE4|argY$e>Y97%vd6n{y>zwyPI~ref;AvKlzQraSDZ!IRC5CRU1G=Vks~( zj>;F4u-q;2qrH{3Xc097h1Rw*Hhu`3mZymjMpnL6j>=7Ht8?WgQWJj(SQ`lfR5Nuk@kA33c&kwXA&nNN5TEU>k@tq@jx0n? zy7W%J<+~Cpoz`qI+1A+!^$~3^?xI^37NnGKyZX$~!Iup*m5g?K=x;M9u)C7oVfRBE z{`TphQ2EU6w`Ky*5QzV8CLK=`1PCPFR!)Bge%|x_aztCRm7Yb%zDs=#yFr5m#;;(j z-T(Wywh$=miedA=rHiy>?wJ{vQ~&v10$4e$g>H(&67=JL)>!V5TI`=icsg{9dG6t; z_%;Bg+u74|rs+*#Az8mIH+Qt0O0_r#%@CXs`T34Fvaf6pMRGLaOfAfzS4TGPZiVP| zPlyobQMwzBx+`a*qMH2%0#0XlfQQ)9;yy3HaN)Ft2Mgmj2P%jY)6=hw zOEgJK13|N{?yhO%0{Vu(LZwRv=?taJPA^GS66kjlXYI@24cNy&?G09s78`4sjO7qT zHj)azd%DADnM2>o)RcLt>3vH-n42M5!KKgnP( zM3cFhtf&q)+<>5`Iuwt>|5t~(y-Z=%gRuE65<}b)M1-e$Kjw_DFdJdctSQrOMYld% z0!21HTEe=1dKnl!mnv;<%pJ)gkUlwe+$Yfg(huX(|L-)1CBL-!mjWxyXKP9^h zwPr>;bCIh@zo-$_ZBPgD%(?2^gEOfYaBO<7k;dTnVG9_x1gy^ z3SI2iW0Xf9oku_Jof&JkKYj3+)ex2#?TzMYoyVvUNGOC;^rPCdUOmt4(|Zinxm26V zZndv$^vXZ_+_1|LmZj^6U;;!oo1jic-R{ojrP@pVy7@g$P&}Cu6omeel%5{fI%#;2 zaqU~5d%i(IT}qIaK&NwsS5z=mA393q4&Ntt=od(1URaf!XB({nqlPhmHsIR2qL|Z3 zz)(bB5+?!A)#1h3tRkO$eCYrJ0l|1;yS)@LN4cS-u+2gwqs?L1{NTh3U-kKQ@@xjq^P~m1%o%9`eax zrZX#{4Gs*PI})2U+iJM}E(^TdLYn3l7SG$s9w#!$&akVL-iCH318&_s{dR{)l&7!n zx$6sXJM ztZ|{M8rs@lANpTu+QF9!x>Wq+s#VkDQhNp~{K11SL)rtb-GBC)WwUuX93xhUy2c%F zBP(dOS|cOF`2Srm((P^DjUKABZURIIi8*|A>AQ0A;^f;tqVuiFv7jt* z&E?*^4K#y4hUPak^xm1@0$|?y$3>N#chC|T7`V|cJLsRa3QG?R(px8gcdef9Z=k$2 zcJBFiH@{H-4e>{9G>(SilA>3I`}rp;`{GBH@cv(!LlKxHRn4vnZ4m?UBmDR?7wyfC z;&0M?Q2Qt#gO|E$9DR}U@F9V$s_gU?Iemt2nV+%{#%ttqBsu)Kqne;%&jWp z6H8aWX2Rc^0dM(=lNt8ke@ok6R1<^>FB{WV59|l8)JWu6&nKD?QZN;jR$*(JQ@An1 znr~o>LxYxWQetKO)*Q&v&oiD*Ft2WwjM)!#P^RsSrE4+UG_0-@GSFh2zWQSqO2S;J_=Yr zMldbWgv?yjd1{#v!-s^=*PXJEy1fy=#br(V#}7ux-8!R(Y^sR=gcy`#Tn?Da*qZO$ z9`cTUeV7b|S$~8qn@HS;k(^~`AKI9mE%J)MUK1F{3E9bKajA$?w|3fA(_E~m(o|{4 zUnR8V85wmhd%x;|l8uBvecAo65(FUS_3O#LwV9fZU-A-WH^nGoKx6asqpfb|-^dm{ z6UE-!&cj;dK=pmzwJ~MlH>-lI&5SQ}=4~Mqz7byuxshNWH$UFe0`)`)j0ZR8(?6c; z`lWy6+<03I7f-cHGJeN7csvi@?61;8ojh4r#(POKfiG;sBgD1N^jz8^RPgRGKZ+rJ zt6SBMaR6vuOKx12F7i<$Rx<&9qI=llEip6SJSjnS4{cao7_;HezL8H&C-+r0dqwcAl~~tRipNe|q?R%1*_j;`c#%)7be&+0 z0!Ya{#|e->Yl<5J1Awoqp4+(?3Gj~o`jA^FCd%85x_amI$ej<13LT3=nt=gJTnOB8 zb|Fm*D>I1t+n_}W^1RC|3{UuWXKsXTjCM3^tV57zL=Kvjy6&p!SrjDMo9)q9V2{JP z9x+jK+A$x*El(|?kuYHt4r>qf42z8=I|>S?4%qkvTtx1pzCCANVrcW@%8G9lHTN;QLhGUZSCvt6 z@nMVOk7wlI!IZ?{#hcRRPzHwaOc{rkj~|s~vYW*JdCNm#!+B`A+c&susN-7I=fQm% z|GN7wNod@&T5)$ao4zcM`0u9pyJAIN_6s`Yt|z?w1MG#75%3BDN6y3Fal*HRHs(K2 zDV~1y_@M*tH+1($hC+$*+;4bc%d3BX#ic*q59+WscQkLSGF~n#am>)13U{zJRob$) z{Af+_M1VL2(8rnyrj=)q5m=UZIw9dU`g{`(8g_gxLo6HK=}|d|jVT8y&);hd39n;WDPTZbbHu3WitVP>8Be#Jn0_3-rW_%YSuTiIrxZpX>7 zU%i%qZ4`g2Q{L}Z`At_&wJ=YigR!IZ*wZ&L$|(I%tyD|_7x9`cFUmGDoKD?ExiH?rk3FleUFNOBVbLM-ofFAAftu0>L*ZDq7{7r9? z^R&3tzFUu zs@~i35LOl7O8RHPJXcJY5+4b;5m2pYf;@{4H|NePP1uXp0L^D;xNm9;|c0P?w1^hhp&1O^&BhK`hG-C=T-WhQv3uMkc%CvV;n9!twp{k5Od7~S)_uVU@N_3U@81r2%uCZ%B}1R zQ^@?TpbCwm6N`m~gap;1Fy|Lg)$s741oUhQYm!#p!XpR1c>?a$K9!ug ze8rtoQ!KAS7&}9%w#cOSaa)D#jK%fffPgf6GfhB~h63}PGNzUAX?rKU&`m0h4S#c} z8H03)?u7MkUKs}I=;&B&QE6dz2Ti8Vh!${D;P`56tS{d5^=#ttxqvK_S4EH)0XQiv zsr4-{UJ0dOl2B5-&@B#S?)Y#lTUBLM%cv&rX_V4b!Sv=82?DH)+})py-d71Pd>K0A zSY8c-H|30x(fPDE*B-DIoT`V3x>b)`M3XCexOZcN*5D7B({eCCBrf2N+Tt-q${_ly zmtXvQNSi86-me*BpN`~jtuQiTM($S*ho-NO-QATo+K@ojKXZ{y01POYx!`Oyamt&w z=}k7;+h^tCZ6)JJeywif*qmPH#1HB58YFi#qLWb@$6HG$0!TtyB)lZWM!UUy((t|| z?eE{hp5Sk|YeVaD{CE@-=fjJ~f4*GN)ceWY`1I4FLQ|?Q@DQq~vxfrftn#V6C-wxaoiLEx+A1G zL6oR=s*>&Qb`RT&TwfxPRBc|;H-gr{(#3beS{vBIdA?savJ-klf(8KuO9TR%wK;S<;`@sBv)Vp# z6khudS z9J=S=@hfR9b#(tss5wp8%r~TjO842Ut2#YP6ivn;IjrBK{6iH^X|RC71C~5pF6k@0 z%5Q@ld6d0Hj{18KmS@0$MU9rxX9$LSVdq{$rm%V`NIKO zOP#p}HRokmE#)CEalX@~_Lmap{X=YlT3zyQ;Ih1Y1k>-@Fn9aB7Mm?NSS1L(9Uyl5 z#E*h+P*zr!gk?n42l?I6ejM7MQ45Ftu77VqmckOC$@@Cj!oU7Uvzz^Hv-6`3VE6@H zOg8z;4?C&#MeCg({)6wFszPXB(hPM-gFl=wYUdv2o@ac1V!UV5OVn4(QL2#K?r@&w zlTv8JK053K+-X;zuGQ_x$jHzJ_pfn6y3#r)p0pa+ibByTJweEfI2Pc>+e~(bbB=oM zMP7DeI?ThUeUTU}_X14T)mSYF>r=`IXq$P7{o*7|)+O@Hup@3eR|8?N)NrFG#hRRy zWP=XnCL7upSm<5Q`P1BHx3SXhQDh7rL7#pIxs=e%j-J*OKsJ6WI{66~fqlb9v4K1R zs1)$r$Crr<;-SI2Lv?d?_d=Kagi=I)Nct5*mpS$ME#g@USI1&K z%=)kP7NL_h|0X9VVSP|Sql_)spqCE-R!~T9DR_6MZnLPHxpf%01)tskM@{OOIYZmT zV!JVGxl0u-Lt7+!_8;trgX@PjL($PQzMJq3&?8HghLn{Y`xZjr?=NJU?TjwSS4@gPv@!`|{IIUY`Gn;Rtq#+|924z1mF zqqvpJCGcDeo4Xwrmi?t0$`28E^FlLXlq5N527`2MJt}84#JvA}F+H&UG|U5QHN}rx zZ4sE|lkjd*-{J_3n9p`)XmDXQMXCT9)mR? zew6t^6K@d@L<#`k%=}>Wa)VDN`0{t?qYdd~uvq__ogM7${bpCD(4i-5)08@|(1H7# z%`ik4nrmfS6LAT~8}OA*WK1a5FYqzq`uCd=k3{pg{8l`FaKrj@xP(|Pt0z)P>*!$> z2ZLN{o&Uy?$LfecqVdJANH+Q#R&u2jQBX0Nd#G&!1$YOo! z+opAOzV2o7E2aQriqv(>2@U_*H-FcePx3Z+jsFy0r%z2 B*N*C + + # learnable null embedding + positive_null = self.null_positive_feature.view(1, 1, -1) + xyxy_null = self.null_position_feature.view(1, 1, -1) + + # replace padding with learnable null embedding + positive_embeddings = positive_embeddings * masks + (1 - masks) * positive_null + xyxy_embedding = xyxy_embedding * masks + (1 - masks) * xyxy_null + + objs = self.linears(torch.cat([positive_embeddings, xyxy_embedding], dim=-1)) + return objs + + class UNet2DConditionModel(ModelMixin, ConfigMixin, UNet2DConditionLoadersMixin): r""" A conditional 2D UNet model that takes a noisy sample, conditional state, and a timestep and returns a sample @@ -202,6 +258,7 @@ def __init__( conv_in_kernel: int = 3, conv_out_kernel: int = 3, projection_class_embeddings_input_dim: Optional[int] = None, + use_gated_attention: bool = False, class_embeddings_concat: bool = False, mid_block_only_cross_attention: Optional[bool] = None, cross_attention_norm: Optional[str] = None, @@ -450,6 +507,7 @@ def __init__( only_cross_attention=only_cross_attention[i], upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, + use_gated_attention=use_gated_attention, resnet_skip_time_act=resnet_skip_time_act, resnet_out_scale_factor=resnet_out_scale_factor, cross_attention_norm=cross_attention_norm, @@ -473,6 +531,7 @@ def __init__( dual_cross_attention=dual_cross_attention, use_linear_projection=use_linear_projection, upcast_attention=upcast_attention, + use_gated_attention=use_gated_attention, ) elif mid_block_type == "UNetMidBlock2DSimpleCrossAttn": self.mid_block = UNetMidBlock2DSimpleCrossAttn( @@ -539,6 +598,7 @@ def __init__( only_cross_attention=only_cross_attention[i], upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, + use_gated_attention=use_gated_attention, resnet_skip_time_act=resnet_skip_time_act, resnet_out_scale_factor=resnet_out_scale_factor, cross_attention_norm=cross_attention_norm, @@ -564,6 +624,9 @@ def __init__( block_out_channels[0], out_channels, kernel_size=conv_out_kernel, padding=conv_out_padding ) + if use_gated_attention: + self.position_net = PositionNet(positive_len=768, out_dim=cross_attention_dim) + @property def attn_processors(self) -> Dict[str, AttentionProcessor]: r""" @@ -899,6 +962,14 @@ def forward( # 2. pre-process sample = self.conv_in(sample) + # 2.5 GLIGEN position net + if cross_attention_kwargs is not None and cross_attention_kwargs.get('gligen', None) is not None: + cross_attention_kwargs = cross_attention_kwargs.copy() + gligen_args = cross_attention_kwargs.pop('gligen') + cross_attention_kwargs['gligen'] = { + 'objs': self.position_net(**gligen_args) + } + # 3. down is_controlnet = mid_block_additional_residual is not None and down_block_additional_residuals is not None diff --git a/src/diffusers/pipelines/__init__.py b/src/diffusers/pipelines/__init__.py index 2e8cee9ce697..5f1b9648177b 100644 --- a/src/diffusers/pipelines/__init__.py +++ b/src/diffusers/pipelines/__init__.py @@ -89,6 +89,7 @@ CycleDiffusionPipeline, StableDiffusionAttendAndExcitePipeline, StableDiffusionDepth2ImgPipeline, + StableDiffusionGLIGENPipeline, StableDiffusionDiffEditPipeline, StableDiffusionImageVariationPipeline, StableDiffusionImg2ImgPipeline, diff --git a/src/diffusers/pipelines/stable_diffusion/__init__.py b/src/diffusers/pipelines/stable_diffusion/__init__.py index 1fddb712e6a9..1cef019e06a9 100644 --- a/src/diffusers/pipelines/stable_diffusion/__init__.py +++ b/src/diffusers/pipelines/stable_diffusion/__init__.py @@ -45,6 +45,7 @@ class StableDiffusionPipelineOutput(BaseOutput): from .pipeline_cycle_diffusion import CycleDiffusionPipeline from .pipeline_stable_diffusion import StableDiffusionPipeline from .pipeline_stable_diffusion_attend_and_excite import StableDiffusionAttendAndExcitePipeline + from .pipeline_stable_diffusion_gligen import StableDiffusionGLIGENPipeline from .pipeline_stable_diffusion_img2img import StableDiffusionImg2ImgPipeline from .pipeline_stable_diffusion_inpaint import StableDiffusionInpaintPipeline from .pipeline_stable_diffusion_inpaint_legacy import StableDiffusionInpaintPipelineLegacy diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py new file mode 100644 index 000000000000..0766bee1445d --- /dev/null +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -0,0 +1,821 @@ +# Copyright 2023 The HuggingFace Team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import inspect +from typing import Any, Callable, Dict, List, Optional, Union + +import torch +from packaging import version +from transformers import CLIPFeatureExtractor, CLIPTextModel, CLIPTokenizer + +from ...configuration_utils import FrozenDict +from ...models import AutoencoderKL, UNet2DConditionModel +from ...schedulers import KarrasDiffusionSchedulers +from ...utils import ( + deprecate, + is_accelerate_available, + is_accelerate_version, + logging, + randn_tensor, + replace_example_docstring, +) +from ..pipeline_utils import DiffusionPipeline +from . import StableDiffusionPipelineOutput +from .safety_checker import StableDiffusionSafetyChecker + +import PIL +import numpy as np + + +logger = logging.get_logger(__name__) # pylint: disable=invalid-name + +EXAMPLE_DOC_STRING = """ + Examples: + ```py + >>> import torch + >>> from diffusers import StableDiffusionPipeline + + >>> pipe = StableDiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5", torch_dtype=torch.float16) + >>> pipe = pipe.to("cuda") + + >>> prompt = "a photo of an astronaut riding a horse on mars" + >>> image = pipe(prompt).images[0] + ``` +""" + + +class StableDiffusionGLIGENPipeline(DiffusionPipeline): + r""" + Pipeline for text-to-image generation using Stable Diffusion. + + This model inherits from [`DiffusionPipeline`]. Check the superclass documentation for the generic methods the + library implements for all the pipelines (such as downloading or saving, running on a particular device, etc.) + + Args: + vae ([`AutoencoderKL`]): + Variational Auto-Encoder (VAE) Model to encode and decode images to and from latent representations. + text_encoder ([`CLIPTextModel`]): + Frozen text-encoder. Stable Diffusion uses the text portion of + [CLIP](https://huggingface.co/docs/transformers/model_doc/clip#transformers.CLIPTextModel), specifically + the [clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14) variant. + tokenizer (`CLIPTokenizer`): + Tokenizer of class + [CLIPTokenizer](https://huggingface.co/docs/transformers/v4.21.0/en/model_doc/clip#transformers.CLIPTokenizer). + unet ([`UNet2DConditionModel`]): Conditional U-Net architecture to denoise the encoded image latents. + scheduler ([`SchedulerMixin`]): + A scheduler to be used in combination with `unet` to denoise the encoded image latents. Can be one of + [`DDIMScheduler`], [`LMSDiscreteScheduler`], or [`PNDMScheduler`]. + safety_checker ([`StableDiffusionSafetyChecker`]): + Classification module that estimates whether generated images could be considered offensive or harmful. + Please, refer to the [model card](https://huggingface.co/runwayml/stable-diffusion-v1-5) for details. + feature_extractor ([`CLIPFeatureExtractor`]): + Model that extracts features from generated images to be used as inputs for the `safety_checker`. + """ + _optional_components = ["safety_checker", "feature_extractor"] + + def __init__( + self, + vae: AutoencoderKL, + text_encoder: CLIPTextModel, + tokenizer: CLIPTokenizer, + unet: UNet2DConditionModel, + scheduler: KarrasDiffusionSchedulers, + safety_checker: StableDiffusionSafetyChecker, + feature_extractor: CLIPFeatureExtractor, + requires_safety_checker: bool = True, + ): + super().__init__() + + if hasattr(scheduler.config, "steps_offset") and scheduler.config.steps_offset != 1: + deprecation_message = ( + f"The configuration file of this scheduler: {scheduler} is outdated. `steps_offset`" + f" should be set to 1 instead of {scheduler.config.steps_offset}. Please make sure " + "to update the config accordingly as leaving `steps_offset` might led to incorrect results" + " in future versions. If you have downloaded this checkpoint from the Hugging Face Hub," + " it would be very nice if you could open a Pull request for the `scheduler/scheduler_config.json`" + " file" + ) + deprecate("steps_offset!=1", "1.0.0", deprecation_message, standard_warn=False) + new_config = dict(scheduler.config) + new_config["steps_offset"] = 1 + scheduler._internal_dict = FrozenDict(new_config) + + if hasattr(scheduler.config, "clip_sample") and scheduler.config.clip_sample is True: + deprecation_message = ( + f"The configuration file of this scheduler: {scheduler} has not set the configuration `clip_sample`." + " `clip_sample` should be set to False in the configuration file. Please make sure to update the" + " config accordingly as not setting `clip_sample` in the config might lead to incorrect results in" + " future versions. If you have downloaded this checkpoint from the Hugging Face Hub, it would be very" + " nice if you could open a Pull request for the `scheduler/scheduler_config.json` file" + ) + deprecate("clip_sample not set", "1.0.0", deprecation_message, standard_warn=False) + new_config = dict(scheduler.config) + new_config["clip_sample"] = False + scheduler._internal_dict = FrozenDict(new_config) + + if safety_checker is None and requires_safety_checker: + logger.warning( + f"You have disabled the safety checker for {self.__class__} by passing `safety_checker=None`. Ensure" + " that you abide to the conditions of the Stable Diffusion license and do not expose unfiltered" + " results in services or applications open to the public. Both the diffusers team and Hugging Face" + " strongly recommend to keep the safety filter enabled in all public facing circumstances, disabling" + " it only for use-cases that involve analyzing network behavior or auditing its results. For more" + " information, please have a look at https://github.com/huggingface/diffusers/pull/254 ." + ) + + if safety_checker is not None and feature_extractor is None: + raise ValueError( + "Make sure to define a feature extractor when loading {self.__class__} if you want to use the safety" + " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." + ) + + is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( + version.parse(unet.config._diffusers_version).base_version + ) < version.parse("0.9.0.dev0") + is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: + deprecation_message = ( + "The configuration file of the unet has set the default `sample_size` to smaller than" + " 64 which seems highly unlikely. If your checkpoint is a fine-tuned version of any of the" + " following: \n- CompVis/stable-diffusion-v1-4 \n- CompVis/stable-diffusion-v1-3 \n-" + " CompVis/stable-diffusion-v1-2 \n- CompVis/stable-diffusion-v1-1 \n- runwayml/stable-diffusion-v1-5" + " \n- runwayml/stable-diffusion-inpainting \n you should change 'sample_size' to 64 in the" + " configuration file. Please make sure to update the config accordingly as leaving `sample_size=32`" + " in the config might lead to incorrect results in future versions. If you have downloaded this" + " checkpoint from the Hugging Face Hub, it would be very nice if you could open a Pull request for" + " the `unet/config.json` file" + ) + deprecate("sample_size<64", "1.0.0", deprecation_message, standard_warn=False) + new_config = dict(unet.config) + new_config["sample_size"] = 64 + unet._internal_dict = FrozenDict(new_config) + + self.register_modules( + vae=vae, + text_encoder=text_encoder, + tokenizer=tokenizer, + unet=unet, + scheduler=scheduler, + safety_checker=safety_checker, + feature_extractor=feature_extractor, + ) + self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) + self.register_to_config(requires_safety_checker=requires_safety_checker) + + def enable_vae_slicing(self): + r""" + Enable sliced VAE decoding. + + When this option is enabled, the VAE will split the input tensor in slices to compute decoding in several + steps. This is useful to save some memory and allow larger batch sizes. + """ + self.vae.enable_slicing() + + def disable_vae_slicing(self): + r""" + Disable sliced VAE decoding. If `enable_vae_slicing` was previously invoked, this method will go back to + computing decoding in one step. + """ + self.vae.disable_slicing() + + def enable_vae_tiling(self): + r""" + Enable tiled VAE decoding. + + When this option is enabled, the VAE will split the input tensor into tiles to compute decoding and encoding in + several steps. This is useful to save a large amount of memory and to allow the processing of larger images. + """ + self.vae.enable_tiling() + + def disable_vae_tiling(self): + r""" + Disable tiled VAE decoding. If `enable_vae_tiling` was previously invoked, this method will go back to + computing decoding in one step. + """ + self.vae.disable_tiling() + + def enable_sequential_cpu_offload(self, gpu_id=0): + r""" + Offloads all models to CPU using accelerate, significantly reducing memory usage. When called, unet, + text_encoder, vae and safety checker have their state dicts saved to CPU and then are moved to a + `torch.device('meta') and loaded to GPU only when their specific submodule has its `forward` method called. + Note that offloading happens on a submodule basis. Memory savings are higher than with + `enable_model_cpu_offload`, but performance is lower. + """ + if is_accelerate_available() and is_accelerate_version(">=", "0.14.0"): + from accelerate import cpu_offload + else: + raise ImportError("`enable_sequential_cpu_offload` requires `accelerate v0.14.0` or higher") + + device = torch.device(f"cuda:{gpu_id}") + + if self.device.type != "cpu": + self.to("cpu", silence_dtype_warnings=True) + torch.cuda.empty_cache() # otherwise we don't see the memory savings (but they probably exist) + + for cpu_offloaded_model in [self.unet, self.text_encoder, self.vae]: + cpu_offload(cpu_offloaded_model, device) + + if self.safety_checker is not None: + cpu_offload(self.safety_checker, execution_device=device, offload_buffers=True) + + def enable_model_cpu_offload(self, gpu_id=0): + r""" + Offloads all models to CPU using accelerate, reducing memory usage with a low impact on performance. Compared + to `enable_sequential_cpu_offload`, this method moves one whole model at a time to the GPU when its `forward` + method is called, and the model remains in GPU until the next model runs. Memory savings are lower than with + `enable_sequential_cpu_offload`, but performance is much better due to the iterative execution of the `unet`. + """ + if is_accelerate_available() and is_accelerate_version(">=", "0.17.0.dev0"): + from accelerate import cpu_offload_with_hook + else: + raise ImportError("`enable_model_offload` requires `accelerate v0.17.0` or higher.") + + device = torch.device(f"cuda:{gpu_id}") + + if self.device.type != "cpu": + self.to("cpu", silence_dtype_warnings=True) + torch.cuda.empty_cache() # otherwise we don't see the memory savings (but they probably exist) + + hook = None + for cpu_offloaded_model in [self.text_encoder, self.unet, self.vae]: + _, hook = cpu_offload_with_hook(cpu_offloaded_model, device, prev_module_hook=hook) + + if self.safety_checker is not None: + _, hook = cpu_offload_with_hook(self.safety_checker, device, prev_module_hook=hook) + + # We'll offload the last model manually. + self.final_offload_hook = hook + + @property + def _execution_device(self): + r""" + Returns the device on which the pipeline's models will be executed. After calling + `pipeline.enable_sequential_cpu_offload()` the execution device can only be inferred from Accelerate's module + hooks. + """ + if not hasattr(self.unet, "_hf_hook"): + return self.device + for module in self.unet.modules(): + if ( + hasattr(module, "_hf_hook") + and hasattr(module._hf_hook, "execution_device") + and module._hf_hook.execution_device is not None + ): + return torch.device(module._hf_hook.execution_device) + return self.device + + def _encode_prompt( + self, + prompt, + device, + num_images_per_prompt, + do_classifier_free_guidance, + negative_prompt=None, + prompt_embeds: Optional[torch.FloatTensor] = None, + negative_prompt_embeds: Optional[torch.FloatTensor] = None, + ): + r""" + Encodes the prompt into text encoder hidden states. + + Args: + prompt (`str` or `List[str]`, *optional*): + prompt to be encoded + device: (`torch.device`): + torch device + num_images_per_prompt (`int`): + number of images that should be generated per prompt + do_classifier_free_guidance (`bool`): + whether to use classifier free guidance or not + negative_prompt (`str` or `List[str]`, *optional*): + The prompt or prompts not to guide the image generation. If not defined, one has to pass + `negative_prompt_embeds`. instead. If not defined, one has to pass `negative_prompt_embeds`. instead. + Ignored when not using guidance (i.e., ignored if `guidance_scale` is less than `1`). + prompt_embeds (`torch.FloatTensor`, *optional*): + Pre-generated text embeddings. Can be used to easily tweak text inputs, *e.g.* prompt weighting. If not + provided, text embeddings will be generated from `prompt` input argument. + negative_prompt_embeds (`torch.FloatTensor`, *optional*): + Pre-generated negative text embeddings. Can be used to easily tweak text inputs, *e.g.* prompt + weighting. If not provided, negative_prompt_embeds will be generated from `negative_prompt` input + argument. + """ + if prompt is not None and isinstance(prompt, str): + batch_size = 1 + elif prompt is not None and isinstance(prompt, list): + batch_size = len(prompt) + else: + batch_size = prompt_embeds.shape[0] + + if prompt_embeds is None: + text_inputs = self.tokenizer( + prompt, + padding="max_length", + max_length=self.tokenizer.model_max_length, + truncation=True, + return_tensors="pt", + ) + text_input_ids = text_inputs.input_ids + untruncated_ids = self.tokenizer(prompt, padding="longest", return_tensors="pt").input_ids + + if untruncated_ids.shape[-1] >= text_input_ids.shape[-1] and not torch.equal( + text_input_ids, untruncated_ids + ): + removed_text = self.tokenizer.batch_decode( + untruncated_ids[:, self.tokenizer.model_max_length - 1 : -1] + ) + logger.warning( + "The following part of your input was truncated because CLIP can only handle sequences up to" + f" {self.tokenizer.model_max_length} tokens: {removed_text}" + ) + + if hasattr(self.text_encoder.config, "use_attention_mask") and self.text_encoder.config.use_attention_mask: + attention_mask = text_inputs.attention_mask.to(device) + else: + attention_mask = None + + prompt_embeds = self.text_encoder( + text_input_ids.to(device), + attention_mask=attention_mask, + ) + prompt_embeds = prompt_embeds[0] + + prompt_embeds = prompt_embeds.to(dtype=self.text_encoder.dtype, device=device) + + bs_embed, seq_len, _ = prompt_embeds.shape + # duplicate text embeddings for each generation per prompt, using mps friendly method + prompt_embeds = prompt_embeds.repeat(1, num_images_per_prompt, 1) + prompt_embeds = prompt_embeds.view(bs_embed * num_images_per_prompt, seq_len, -1) + + # get unconditional embeddings for classifier free guidance + if do_classifier_free_guidance and negative_prompt_embeds is None: + uncond_tokens: List[str] + if negative_prompt is None: + uncond_tokens = [""] * batch_size + elif type(prompt) is not type(negative_prompt): + raise TypeError( + f"`negative_prompt` should be the same type to `prompt`, but got {type(negative_prompt)} !=" + f" {type(prompt)}." + ) + elif isinstance(negative_prompt, str): + uncond_tokens = [negative_prompt] + elif batch_size != len(negative_prompt): + raise ValueError( + f"`negative_prompt`: {negative_prompt} has batch size {len(negative_prompt)}, but `prompt`:" + f" {prompt} has batch size {batch_size}. Please make sure that passed `negative_prompt` matches" + " the batch size of `prompt`." + ) + else: + uncond_tokens = negative_prompt + + max_length = prompt_embeds.shape[1] + uncond_input = self.tokenizer( + uncond_tokens, + padding="max_length", + max_length=max_length, + truncation=True, + return_tensors="pt", + ) + + if hasattr(self.text_encoder.config, "use_attention_mask") and self.text_encoder.config.use_attention_mask: + attention_mask = uncond_input.attention_mask.to(device) + else: + attention_mask = None + + negative_prompt_embeds = self.text_encoder( + uncond_input.input_ids.to(device), + attention_mask=attention_mask, + ) + negative_prompt_embeds = negative_prompt_embeds[0] + + if do_classifier_free_guidance: + # duplicate unconditional embeddings for each generation per prompt, using mps friendly method + seq_len = negative_prompt_embeds.shape[1] + + negative_prompt_embeds = negative_prompt_embeds.to(dtype=self.text_encoder.dtype, device=device) + + negative_prompt_embeds = negative_prompt_embeds.repeat(1, num_images_per_prompt, 1) + negative_prompt_embeds = negative_prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1) + + # For classifier free guidance, we need to do two forward passes. + # Here we concatenate the unconditional and text embeddings into a single batch + # to avoid doing two forward passes + prompt_embeds = torch.cat([negative_prompt_embeds, prompt_embeds]) + + return prompt_embeds + + def run_safety_checker(self, image, device, dtype): + if self.safety_checker is not None: + safety_checker_input = self.feature_extractor(self.numpy_to_pil(image), return_tensors="pt").to(device) + image, has_nsfw_concept = self.safety_checker( + images=image, clip_input=safety_checker_input.pixel_values.to(dtype) + ) + else: + has_nsfw_concept = None + return image, has_nsfw_concept + + def decode_latents(self, latents): + latents = 1 / self.vae.config.scaling_factor * latents + image = self.vae.decode(latents).sample + image = (image / 2 + 0.5).clamp(0, 1) + # we always cast to float32 as this does not cause significant overhead and is compatible with bfloat16 + image = image.cpu().permute(0, 2, 3, 1).float().numpy() + return image + + def prepare_extra_step_kwargs(self, generator, eta): + # prepare extra kwargs for the scheduler step, since not all schedulers have the same signature + # eta (η) is only used with the DDIMScheduler, it will be ignored for other schedulers. + # eta corresponds to η in DDIM paper: https://arxiv.org/abs/2010.02502 + # and should be between [0, 1] + + accepts_eta = "eta" in set(inspect.signature(self.scheduler.step).parameters.keys()) + extra_step_kwargs = {} + if accepts_eta: + extra_step_kwargs["eta"] = eta + + # check if the scheduler accepts generator + accepts_generator = "generator" in set(inspect.signature(self.scheduler.step).parameters.keys()) + if accepts_generator: + extra_step_kwargs["generator"] = generator + return extra_step_kwargs + + def check_inputs( + self, + prompt, + height, + width, + callback_steps, + negative_prompt=None, + prompt_embeds=None, + negative_prompt_embeds=None, + ): + if height % 8 != 0 or width % 8 != 0: + raise ValueError(f"`height` and `width` have to be divisible by 8 but are {height} and {width}.") + + if (callback_steps is None) or ( + callback_steps is not None and (not isinstance(callback_steps, int) or callback_steps <= 0) + ): + raise ValueError( + f"`callback_steps` has to be a positive integer but is {callback_steps} of type" + f" {type(callback_steps)}." + ) + + if prompt is not None and prompt_embeds is not None: + raise ValueError( + f"Cannot forward both `prompt`: {prompt} and `prompt_embeds`: {prompt_embeds}. Please make sure to" + " only forward one of the two." + ) + elif prompt is None and prompt_embeds is None: + raise ValueError( + "Provide either `prompt` or `prompt_embeds`. Cannot leave both `prompt` and `prompt_embeds` undefined." + ) + elif prompt is not None and (not isinstance(prompt, str) and not isinstance(prompt, list)): + raise ValueError(f"`prompt` has to be of type `str` or `list` but is {type(prompt)}") + + if negative_prompt is not None and negative_prompt_embeds is not None: + raise ValueError( + f"Cannot forward both `negative_prompt`: {negative_prompt} and `negative_prompt_embeds`:" + f" {negative_prompt_embeds}. Please make sure to only forward one of the two." + ) + + if prompt_embeds is not None and negative_prompt_embeds is not None: + if prompt_embeds.shape != negative_prompt_embeds.shape: + raise ValueError( + "`prompt_embeds` and `negative_prompt_embeds` must have the same shape when passed directly, but" + f" got: `prompt_embeds` {prompt_embeds.shape} != `negative_prompt_embeds`" + f" {negative_prompt_embeds.shape}." + ) + + def prepare_latents(self, batch_size, num_channels_latents, height, width, dtype, device, generator, latents=None): + shape = (batch_size, num_channels_latents, height // self.vae_scale_factor, width // self.vae_scale_factor) + if isinstance(generator, list) and len(generator) != batch_size: + raise ValueError( + f"You have passed a list of generators of length {len(generator)}, but requested an effective batch" + f" size of {batch_size}. Make sure the batch size matches the length of the generators." + ) + + if latents is None: + latents = randn_tensor(shape, generator=generator, device=device, dtype=dtype) + else: + latents = latents.to(device) + + # scale the initial noise by the standard deviation required by the scheduler + latents = latents * self.scheduler.init_noise_sigma + return latents + + def enable_fuser(self, enabled=True): + from diffusers.models.attention import GatedSelfAttentionDense + for module in self.unet.modules(): + if type(module) is GatedSelfAttentionDense: + module.enabled = enabled + + @torch.no_grad() + @replace_example_docstring(EXAMPLE_DOC_STRING) + def __call__( + self, + prompt: Union[str, List[str]] = None, + height: Optional[int] = None, + width: Optional[int] = None, + num_inference_steps: int = 50, + guidance_scale: float = 7.5, + gligen_scheduled_sampling_beta: float = 0.3, + gligen_phrases: List[str] = None, + gligen_boxes: List[List[float]] = None, + gligen_inpaint_image: Optional[PIL.Image.Image] = None, + negative_prompt: Optional[Union[str, List[str]]] = None, + num_images_per_prompt: Optional[int] = 1, + eta: float = 0.0, + generator: Optional[Union[torch.Generator, List[torch.Generator]]] = None, + latents: Optional[torch.FloatTensor] = None, + prompt_embeds: Optional[torch.FloatTensor] = None, + negative_prompt_embeds: Optional[torch.FloatTensor] = None, + output_type: Optional[str] = "pil", + return_dict: bool = True, + callback: Optional[Callable[[int, int, torch.FloatTensor], None]] = None, + callback_steps: int = 1, + cross_attention_kwargs: Optional[Dict[str, Any]] = None, + ): + r""" + Function invoked when calling the pipeline for generation. + + Args: + prompt (`str` or `List[str]`, *optional*): + The prompt or prompts to guide the image generation. If not defined, one has to pass `prompt_embeds`. + instead. + height (`int`, *optional*, defaults to self.unet.config.sample_size * self.vae_scale_factor): + The height in pixels of the generated image. + width (`int`, *optional*, defaults to self.unet.config.sample_size * self.vae_scale_factor): + The width in pixels of the generated image. + num_inference_steps (`int`, *optional*, defaults to 50): + The number of denoising steps. More denoising steps usually lead to a higher quality image at the + expense of slower inference. + guidance_scale (`float`, *optional*, defaults to 7.5): + Guidance scale as defined in [Classifier-Free Diffusion Guidance](https://arxiv.org/abs/2207.12598). + `guidance_scale` is defined as `w` of equation 2. of [Imagen + Paper](https://arxiv.org/pdf/2205.11487.pdf). Guidance scale is enabled by setting `guidance_scale > + 1`. Higher guidance scale encourages to generate images that are closely linked to the text `prompt`, + usually at the expense of lower image quality. + negative_prompt (`str` or `List[str]`, *optional*): + The prompt or prompts not to guide the image generation. If not defined, one has to pass + `negative_prompt_embeds`. instead. If not defined, one has to pass `negative_prompt_embeds`. instead. + Ignored when not using guidance (i.e., ignored if `guidance_scale` is less than `1`). + num_images_per_prompt (`int`, *optional*, defaults to 1): + The number of images to generate per prompt. + eta (`float`, *optional*, defaults to 0.0): + Corresponds to parameter eta (η) in the DDIM paper: https://arxiv.org/abs/2010.02502. Only applies to + [`schedulers.DDIMScheduler`], will be ignored for others. + generator (`torch.Generator` or `List[torch.Generator]`, *optional*): + One or a list of [torch generator(s)](https://pytorch.org/docs/stable/generated/torch.Generator.html) + to make generation deterministic. + latents (`torch.FloatTensor`, *optional*): + Pre-generated noisy latents, sampled from a Gaussian distribution, to be used as inputs for image + generation. Can be used to tweak the same generation with different prompts. If not provided, a latents + tensor will ge generated by sampling using the supplied random `generator`. + prompt_embeds (`torch.FloatTensor`, *optional*): + Pre-generated text embeddings. Can be used to easily tweak text inputs, *e.g.* prompt weighting. If not + provided, text embeddings will be generated from `prompt` input argument. + negative_prompt_embeds (`torch.FloatTensor`, *optional*): + Pre-generated negative text embeddings. Can be used to easily tweak text inputs, *e.g.* prompt + weighting. If not provided, negative_prompt_embeds will be generated from `negative_prompt` input + argument. + output_type (`str`, *optional*, defaults to `"pil"`): + The output format of the generate image. Choose between + [PIL](https://pillow.readthedocs.io/en/stable/): `PIL.Image.Image` or `np.array`. + return_dict (`bool`, *optional*, defaults to `True`): + Whether or not to return a [`~pipelines.stable_diffusion.StableDiffusionPipelineOutput`] instead of a + plain tuple. + callback (`Callable`, *optional*): + A function that will be called every `callback_steps` steps during inference. The function will be + called with the following arguments: `callback(step: int, timestep: int, latents: torch.FloatTensor)`. + callback_steps (`int`, *optional*, defaults to 1): + The frequency at which the `callback` function will be called. If not specified, the callback will be + called at every step. + cross_attention_kwargs (`dict`, *optional*): + A kwargs dictionary that if specified is passed along to the `AttnProcessor` as defined under + `self.processor` in + [diffusers.cross_attention](https://github.com/huggingface/diffusers/blob/main/src/diffusers/models/cross_attention.py). + + Examples: + + Returns: + [`~pipelines.stable_diffusion.StableDiffusionPipelineOutput`] or `tuple`: + [`~pipelines.stable_diffusion.StableDiffusionPipelineOutput`] if `return_dict` is True, otherwise a `tuple. + When returning a tuple, the first element is a list with the generated images, and the second element is a + list of `bool`s denoting whether the corresponding generated image likely represents "not-safe-for-work" + (nsfw) content, according to the `safety_checker`. + """ + # 0. Default height and width to unet + height = height or self.unet.config.sample_size * self.vae_scale_factor + width = width or self.unet.config.sample_size * self.vae_scale_factor + + # 1. Check inputs. Raise error if not correct + self.check_inputs( + prompt, height, width, callback_steps, negative_prompt, prompt_embeds, negative_prompt_embeds + ) + + # 2. Define call parameters + if prompt is not None and isinstance(prompt, str): + batch_size = 1 + elif prompt is not None and isinstance(prompt, list): + batch_size = len(prompt) + else: + batch_size = prompt_embeds.shape[0] + + device = self._execution_device + # here `guidance_scale` is defined analog to the guidance weight `w` of equation (2) + # of the Imagen paper: https://arxiv.org/pdf/2205.11487.pdf . `guidance_scale = 1` + # corresponds to doing no classifier free guidance. + do_classifier_free_guidance = guidance_scale > 1.0 + + # 3. Encode input prompt + prompt_embeds = self._encode_prompt( + prompt, + device, + num_images_per_prompt, + do_classifier_free_guidance, + negative_prompt, + prompt_embeds=prompt_embeds, + negative_prompt_embeds=negative_prompt_embeds, + ) + + # 4. Prepare timesteps + self.scheduler.set_timesteps(num_inference_steps, device=device) + timesteps = self.scheduler.timesteps + + # 5. Prepare latent variables + num_channels_latents = self.unet.in_channels + latents = self.prepare_latents( + batch_size * num_images_per_prompt, + num_channels_latents, + height, + width, + prompt_embeds.dtype, + device, + generator, + latents, + ) + + def draw_inpaint_mask_from_boxes(boxes, size): + inpaint_mask = torch.ones(size[0], size[1]) + for box in boxes: + x0, x1 = box[0] * size[0], box[2] * size[0] + y0, y1 = box[1] * size[1], box[3] * size[1] + inpaint_mask[int(y0):int(y1), int(x0):int(x1)] = 0 + return inpaint_mask + + # 5.1 Prepare GLIGEN variables + if gligen_phrases is not None: + assert len(gligen_phrases) == len(gligen_boxes) + assert batch_size == 1 + max_objs = 30 + _boxes = gligen_boxes + tokenizer_inputs = self.tokenizer(gligen_phrases, padding=True, return_tensors="pt").to(self.text_encoder.device) + _text_embeddings = self.text_encoder(**tokenizer_inputs).pooler_output + n_objs = min(len(_boxes), max_objs) + device = self.text_encoder.device + dtype = self.text_encoder.dtype + boxes = torch.zeros(max_objs, 4, device=device, dtype=dtype) + boxes[:n_objs] = torch.tensor(_boxes[:n_objs]) + text_embeddings = torch.zeros(max_objs, 768, device=device, dtype=dtype) + text_embeddings[:n_objs] = _text_embeddings[:n_objs] + masks = torch.zeros(max_objs, device=device, dtype=dtype) + masks[:n_objs] = 1 + + repeat_batch = batch_size * num_images_per_prompt + if do_classifier_free_guidance: + repeat_batch = repeat_batch * 2 + boxes = boxes.unsqueeze(0).expand(repeat_batch, -1, -1).clone() + text_embeddings = text_embeddings.unsqueeze(0).expand(repeat_batch, -1, -1).clone() + masks = masks.unsqueeze(0).expand(repeat_batch, -1).clone() + if do_classifier_free_guidance: + masks[:repeat_batch // 2] = 0 + if cross_attention_kwargs is None: + cross_attention_kwargs = {} + cross_attention_kwargs['gligen'] = { + 'boxes': boxes, + 'positive_embeddings': text_embeddings, + 'masks': masks + } + + # Prepare latent variables for GLIGEN inpainting + if gligen_inpaint_image is not None: + if gligen_inpaint_image.size != (self.vae.sample_size, self.vae.sample_size): + def crop(im, new_width, new_height): + width, height = im.size + left = (width - new_width) / 2 + top = (height - new_height) / 2 + right = (width + new_width) / 2 + bottom = (height + new_height) / 2 + return im.crop((left, top, right, bottom)) + + def target_size_center_crop(im, new_hw): + width, height = im.size + if width != height: + im = crop(im, min(height, width), min(height, width)) + return im.resize((new_hw, new_hw), PIL.Image.LANCZOS) + + gligen_inpaint_image = target_size_center_crop(gligen_inpaint_image, self.vae.sample_size) + + gligen_inpaint_image = torch.from_numpy(np.asarray(gligen_inpaint_image)) + gligen_inpaint_image = gligen_inpaint_image.unsqueeze(0).permute(0, 3, 1, 2) + gligen_inpaint_image = gligen_inpaint_image.to(dtype=torch.float32) / 127.5 - 1.0 + gligen_inpaint_image = gligen_inpaint_image.to(dtype=self.vae.dtype, device=self.vae.device) + gligen_inpaint_latent = self.vae.encode(gligen_inpaint_image).latent_dist.sample() + gligen_inpaint_latent = self.vae.config.scaling_factor * gligen_inpaint_latent + gligen_inpaint_mask = draw_inpaint_mask_from_boxes(_boxes[:n_objs], gligen_inpaint_latent.shape[2:]) + gligen_inpaint_mask = gligen_inpaint_mask.to(dtype=gligen_inpaint_latent.dtype, device=gligen_inpaint_latent.device) + gligen_inpaint_mask = gligen_inpaint_mask[None, None] + gligen_inpaint_mask_addition = torch.cat((gligen_inpaint_latent * gligen_inpaint_mask, gligen_inpaint_mask), dim=1) + gligen_inpaint_mask_addition = gligen_inpaint_mask_addition.expand(repeat_batch, -1, -1, -1).clone() + + num_grounding_steps = int(gligen_scheduled_sampling_beta * len(timesteps)) + self.enable_fuser(True) + + # 6. Prepare extra step kwargs. TODO: Logic should ideally just be moved out of the pipeline + extra_step_kwargs = self.prepare_extra_step_kwargs(generator, eta) + + # 7. Denoising loop + num_warmup_steps = len(timesteps) - num_inference_steps * self.scheduler.order + with self.progress_bar(total=num_inference_steps) as progress_bar: + for i, t in enumerate(timesteps): + # Scheduled sampling + if i == num_grounding_steps: + self.enable_fuser(False) + + if latents.shape[1] != 4: + latents = torch.randn_like(latents[:, :4]) + + if gligen_inpaint_image is not None: + gligen_inpaint_latent_with_noise = self.scheduler.add_noise( + gligen_inpaint_latent, + torch.randn_like(gligen_inpaint_latent), + t + ).expand(latents.shape[0], -1, -1, -1).clone() + latents = gligen_inpaint_latent_with_noise * gligen_inpaint_mask + latents * (1 - gligen_inpaint_mask) + + # expand the latents if we are doing classifier free guidance + latent_model_input = torch.cat([latents] * 2) if do_classifier_free_guidance else latents + latent_model_input = self.scheduler.scale_model_input(latent_model_input, t) + + if gligen_inpaint_image is not None: + latent_model_input = torch.cat((latent_model_input, gligen_inpaint_mask_addition), dim=1) + + # predict the noise residual + noise_pred = self.unet( + latent_model_input, + t, + encoder_hidden_states=prompt_embeds, + cross_attention_kwargs=cross_attention_kwargs, + ).sample + + # perform guidance + if do_classifier_free_guidance: + noise_pred_uncond, noise_pred_text = noise_pred.chunk(2) + noise_pred = noise_pred_uncond + guidance_scale * (noise_pred_text - noise_pred_uncond) + + # compute the previous noisy sample x_t -> x_t-1 + latents = self.scheduler.step(noise_pred, t, latents, **extra_step_kwargs).prev_sample + + # call the callback, if provided + if i == len(timesteps) - 1 or ((i + 1) > num_warmup_steps and (i + 1) % self.scheduler.order == 0): + progress_bar.update() + if callback is not None and i % callback_steps == 0: + callback(i, t, latents) + + if output_type == "latent": + image = latents + has_nsfw_concept = None + elif output_type == "pil": + # 8. Post-processing + image = self.decode_latents(latents) + + # 9. Run safety checker + image, has_nsfw_concept = self.run_safety_checker(image, device, prompt_embeds.dtype) + + # 10. Convert to PIL + image = self.numpy_to_pil(image) + else: + # 8. Post-processing + image = self.decode_latents(latents) + + # 9. Run safety checker + image, has_nsfw_concept = self.run_safety_checker(image, device, prompt_embeds.dtype) + + # Offload last model to CPU + if hasattr(self, "final_offload_hook") and self.final_offload_hook is not None: + self.final_offload_hook.offload() + + if not return_dict: + return (image, has_nsfw_concept) + + return StableDiffusionPipelineOutput(images=image, nsfw_content_detected=has_nsfw_concept) From 2c63533c2870cc9f5b8d6190a710d8617bf30cd7 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Wed, 2 Aug 2023 16:38:25 -0700 Subject: [PATCH 02/16] GLIGEN: Fix code quality check failures --- examples/gligen/generation_text_box.py | 10 +++-- examples/gligen/inpainting_text_box.py | 16 ++++---- src/diffusers/models/attention.py | 8 ++-- src/diffusers/models/unet_2d_condition.py | 16 ++++---- .../pipeline_stable_diffusion_gligen.py | 38 +++++++++++-------- 5 files changed, 48 insertions(+), 40 deletions(-) diff --git a/examples/gligen/generation_text_box.py b/examples/gligen/generation_text_box.py index 66a97d6ad781..8fc8021adc03 100644 --- a/examples/gligen/generation_text_box.py +++ b/examples/gligen/generation_text_box.py @@ -3,7 +3,9 @@ import torchvision from diffusers import StableDiffusionGLIGENPipeline -pipe = StableDiffusionGLIGENPipeline.from_pretrained("gligen/diffusers-generation-text-box", revision="fp16", torch_dtype=torch.float16) +pipe = StableDiffusionGLIGENPipeline.from_pretrained( + "gligen/diffusers-generation-text-box", revision="fp16", torch_dtype=torch.float16 +) pipe.to("cuda") os.makedirs("images", exist_ok=True) @@ -12,14 +14,14 @@ images = pipe( prompt, num_images_per_prompt=2, - gligen_phrases = ['a dog', 'an apple'], - gligen_boxes = [ + gligen_phrases=["a dog", "an apple"], + gligen_boxes=[ [0.1387, 0.2051, 0.4277, 0.7090], [0.4980, 0.4355, 0.8516, 0.7266], ], gligen_scheduled_sampling_beta=0.3, output_type="numpy", - num_inference_steps=50 + num_inference_steps=50, ).images images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) diff --git a/examples/gligen/inpainting_text_box.py b/examples/gligen/inpainting_text_box.py index a3d51993f842..d054e793afbf 100644 --- a/examples/gligen/inpainting_text_box.py +++ b/examples/gligen/inpainting_text_box.py @@ -5,7 +5,9 @@ from PIL import Image -pipe = StableDiffusionGLIGENPipeline.from_pretrained("gligen/diffusers-inpainting-text-box", revision="fp16", torch_dtype=torch.float16) +pipe = StableDiffusionGLIGENPipeline.from_pretrained( + "gligen/diffusers-inpainting-text-box", revision="fp16", torch_dtype=torch.float16 +) pipe.to("cuda") os.makedirs("images", exist_ok=True) @@ -15,16 +17,16 @@ images = pipe( prompt, num_images_per_prompt=2, - gligen_phrases = ['a birthday cake'], - gligen_inpaint_image=Image.open("resources/livingroom_marble.jpg").convert('RGB'), - gligen_boxes = [ - [0.5243,0.7027,0.7136,0.8341], + gligen_phrases=["a birthday cake"], + gligen_inpaint_image=Image.open("resources/livingroom_marble.jpg").convert("RGB"), + gligen_boxes=[ + [0.5243, 0.7027, 0.7136, 0.8341], ], gligen_scheduled_sampling_beta=1, output_type="numpy", - num_inference_steps=50 + num_inference_steps=50, ).images images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) -torchvision.utils.save_image(images, "images/inpaint_text_box.jpg", nrow=2, normalize=False) \ No newline at end of file +torchvision.utils.save_image(images, "images/inpaint_text_box.jpg", nrow=2, normalize=False) diff --git a/src/diffusers/models/attention.py b/src/diffusers/models/attention.py index f701c61daffd..521da60390f6 100644 --- a/src/diffusers/models/attention.py +++ b/src/diffusers/models/attention.py @@ -38,8 +38,8 @@ def __init__(self, query_dim, context_dim, n_heads, d_head): self.norm1 = nn.LayerNorm(query_dim) self.norm2 = nn.LayerNorm(query_dim) - self.register_parameter('alpha_attn', nn.Parameter(torch.tensor(0.))) - self.register_parameter('alpha_dense', nn.Parameter(torch.tensor(0.))) + self.register_parameter("alpha_attn", nn.Parameter(torch.tensor(0.0))) + self.register_parameter("alpha_dense", nn.Parameter(torch.tensor(0.0))) self.enabled = True @@ -189,7 +189,7 @@ def forward( # 0. Prepare GLIGEN inputs cross_attention_kwargs = cross_attention_kwargs.copy() if cross_attention_kwargs is not None else {} - gligen_kwargs = cross_attention_kwargs.pop('gligen', None) + gligen_kwargs = cross_attention_kwargs.pop("gligen", None) cross_attention_kwargs = cross_attention_kwargs if cross_attention_kwargs is not None else {} @@ -205,7 +205,7 @@ def forward( # 1.5 GLIGEN Control if gligen_kwargs is not None: - hidden_states = self.fuser(hidden_states, gligen_kwargs['objs']) + hidden_states = self.fuser(hidden_states, gligen_kwargs["objs"]) # 1.5 ends # 2. Cross-Attention diff --git a/src/diffusers/models/unet_2d_condition.py b/src/diffusers/models/unet_2d_condition.py index 1f41084d94e8..a2560300b0dc 100644 --- a/src/diffusers/models/unet_2d_condition.py +++ b/src/diffusers/models/unet_2d_condition.py @@ -72,7 +72,7 @@ def __init__(self, num_freqs=64, temperature=100): freq_bands = temperature ** (torch.arange(num_freqs) / num_freqs) freq_bands = freq_bands[None, None, None] - self.register_buffer('freq_bands', freq_bands, persistent=False) + self.register_buffer("freq_bands", freq_bands, persistent=False) def __call__(self, x): x = self.freq_bands * x.unsqueeze(-1) @@ -80,13 +80,13 @@ def __call__(self, x): class PositionNet(nn.Module): - def __init__(self, positive_len, out_dim, fourier_freqs=8): + def __init__(self, positive_len, out_dim, fourier_freqs=8): super().__init__() self.positive_len = positive_len self.out_dim = out_dim self.fourier_embedder = FourierEmbedder(num_freqs=fourier_freqs) - self.position_dim = fourier_freqs * 2 * 4 # 2: sin/cos, 4: xyxy + self.position_dim = fourier_freqs * 2 * 4 # 2: sin/cos, 4: xyxy if isinstance(out_dim, tuple): out_dim = out_dim[0] @@ -105,7 +105,7 @@ def forward(self, boxes, masks, positive_embeddings): masks = masks.unsqueeze(-1) # embedding position (it may includes padding as placeholder) - xyxy_embedding = self.fourier_embedder(boxes) # B*N*4 -> B*N*C + xyxy_embedding = self.fourier_embedder(boxes) # B*N*4 -> B*N*C # learnable null embedding positive_null = self.null_positive_feature.view(1, 1, -1) @@ -963,12 +963,10 @@ def forward( sample = self.conv_in(sample) # 2.5 GLIGEN position net - if cross_attention_kwargs is not None and cross_attention_kwargs.get('gligen', None) is not None: + if cross_attention_kwargs is not None and cross_attention_kwargs.get("gligen", None) is not None: cross_attention_kwargs = cross_attention_kwargs.copy() - gligen_args = cross_attention_kwargs.pop('gligen') - cross_attention_kwargs['gligen'] = { - 'objs': self.position_net(**gligen_args) - } + gligen_args = cross_attention_kwargs.pop("gligen") + cross_attention_kwargs["gligen"] = {"objs": self.position_net(**gligen_args)} # 3. down diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py index 0766bee1445d..3c16471aa0b6 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -515,6 +515,7 @@ def prepare_latents(self, batch_size, num_channels_latents, height, width, dtype def enable_fuser(self, enabled=True): from diffusers.models.attention import GatedSelfAttentionDense + for module in self.unet.modules(): if type(module) is GatedSelfAttentionDense: module.enabled = enabled @@ -670,7 +671,7 @@ def draw_inpaint_mask_from_boxes(boxes, size): for box in boxes: x0, x1 = box[0] * size[0], box[2] * size[0] y0, y1 = box[1] * size[1], box[3] * size[1] - inpaint_mask[int(y0):int(y1), int(x0):int(x1)] = 0 + inpaint_mask[int(y0) : int(y1), int(x0) : int(x1)] = 0 return inpaint_mask # 5.1 Prepare GLIGEN variables @@ -679,7 +680,9 @@ def draw_inpaint_mask_from_boxes(boxes, size): assert batch_size == 1 max_objs = 30 _boxes = gligen_boxes - tokenizer_inputs = self.tokenizer(gligen_phrases, padding=True, return_tensors="pt").to(self.text_encoder.device) + tokenizer_inputs = self.tokenizer(gligen_phrases, padding=True, return_tensors="pt").to( + self.text_encoder.device + ) _text_embeddings = self.text_encoder(**tokenizer_inputs).pooler_output n_objs = min(len(_boxes), max_objs) device = self.text_encoder.device @@ -698,18 +701,15 @@ def draw_inpaint_mask_from_boxes(boxes, size): text_embeddings = text_embeddings.unsqueeze(0).expand(repeat_batch, -1, -1).clone() masks = masks.unsqueeze(0).expand(repeat_batch, -1).clone() if do_classifier_free_guidance: - masks[:repeat_batch // 2] = 0 + masks[: repeat_batch // 2] = 0 if cross_attention_kwargs is None: cross_attention_kwargs = {} - cross_attention_kwargs['gligen'] = { - 'boxes': boxes, - 'positive_embeddings': text_embeddings, - 'masks': masks - } + cross_attention_kwargs["gligen"] = {"boxes": boxes, "positive_embeddings": text_embeddings, "masks": masks} # Prepare latent variables for GLIGEN inpainting if gligen_inpaint_image is not None: if gligen_inpaint_image.size != (self.vae.sample_size, self.vae.sample_size): + def crop(im, new_width, new_height): width, height = im.size left = (width - new_width) / 2 @@ -733,9 +733,13 @@ def target_size_center_crop(im, new_hw): gligen_inpaint_latent = self.vae.encode(gligen_inpaint_image).latent_dist.sample() gligen_inpaint_latent = self.vae.config.scaling_factor * gligen_inpaint_latent gligen_inpaint_mask = draw_inpaint_mask_from_boxes(_boxes[:n_objs], gligen_inpaint_latent.shape[2:]) - gligen_inpaint_mask = gligen_inpaint_mask.to(dtype=gligen_inpaint_latent.dtype, device=gligen_inpaint_latent.device) + gligen_inpaint_mask = gligen_inpaint_mask.to( + dtype=gligen_inpaint_latent.dtype, device=gligen_inpaint_latent.device + ) gligen_inpaint_mask = gligen_inpaint_mask[None, None] - gligen_inpaint_mask_addition = torch.cat((gligen_inpaint_latent * gligen_inpaint_mask, gligen_inpaint_mask), dim=1) + gligen_inpaint_mask_addition = torch.cat( + (gligen_inpaint_latent * gligen_inpaint_mask, gligen_inpaint_mask), dim=1 + ) gligen_inpaint_mask_addition = gligen_inpaint_mask_addition.expand(repeat_batch, -1, -1, -1).clone() num_grounding_steps = int(gligen_scheduled_sampling_beta * len(timesteps)) @@ -756,12 +760,14 @@ def target_size_center_crop(im, new_hw): latents = torch.randn_like(latents[:, :4]) if gligen_inpaint_image is not None: - gligen_inpaint_latent_with_noise = self.scheduler.add_noise( - gligen_inpaint_latent, - torch.randn_like(gligen_inpaint_latent), - t - ).expand(latents.shape[0], -1, -1, -1).clone() - latents = gligen_inpaint_latent_with_noise * gligen_inpaint_mask + latents * (1 - gligen_inpaint_mask) + gligen_inpaint_latent_with_noise = ( + self.scheduler.add_noise(gligen_inpaint_latent, torch.randn_like(gligen_inpaint_latent), t) + .expand(latents.shape[0], -1, -1, -1) + .clone() + ) + latents = gligen_inpaint_latent_with_noise * gligen_inpaint_mask + latents * ( + 1 - gligen_inpaint_mask + ) # expand the latents if we are doing classifier free guidance latent_model_input = torch.cat([latents] * 2) if do_classifier_free_guidance else latents From 3a71fa3b532acd02b0791be4aa96420865125788 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Wed, 2 Aug 2023 16:48:30 -0700 Subject: [PATCH 03/16] GLIGEN: Fix Import block un-sorted or un-formatted failures --- examples/gligen/generation_text_box.py | 3 +++ examples/gligen/inpainting_text_box.py | 4 +++- src/diffusers/__init__.py | 2 +- src/diffusers/pipelines/__init__.py | 2 +- .../stable_diffusion/pipeline_stable_diffusion_gligen.py | 5 ++--- 5 files changed, 10 insertions(+), 6 deletions(-) diff --git a/examples/gligen/generation_text_box.py b/examples/gligen/generation_text_box.py index 8fc8021adc03..fcabe182884c 100644 --- a/examples/gligen/generation_text_box.py +++ b/examples/gligen/generation_text_box.py @@ -1,8 +1,11 @@ import os + import torch import torchvision + from diffusers import StableDiffusionGLIGENPipeline + pipe = StableDiffusionGLIGENPipeline.from_pretrained( "gligen/diffusers-generation-text-box", revision="fp16", torch_dtype=torch.float16 ) diff --git a/examples/gligen/inpainting_text_box.py b/examples/gligen/inpainting_text_box.py index d054e793afbf..64f1bdaa54f4 100644 --- a/examples/gligen/inpainting_text_box.py +++ b/examples/gligen/inpainting_text_box.py @@ -1,9 +1,11 @@ import os + import torch import torchvision +from PIL import Image + from diffusers import StableDiffusionGLIGENPipeline -from PIL import Image pipe = StableDiffusionGLIGENPipeline.from_pretrained( "gligen/diffusers-inpainting-text-box", revision="fp16", torch_dtype=torch.float16 diff --git a/src/diffusers/__init__.py b/src/diffusers/__init__.py index 906fc75e0bfc..309edde7bc09 100644 --- a/src/diffusers/__init__.py +++ b/src/diffusers/__init__.py @@ -170,8 +170,8 @@ StableDiffusionControlNetInpaintPipeline, StableDiffusionControlNetPipeline, StableDiffusionDepth2ImgPipeline, - StableDiffusionGLIGENPipeline, StableDiffusionDiffEditPipeline, + StableDiffusionGLIGENPipeline, StableDiffusionImageVariationPipeline, StableDiffusionImg2ImgPipeline, StableDiffusionInpaintPipeline, diff --git a/src/diffusers/pipelines/__init__.py b/src/diffusers/pipelines/__init__.py index 5f1b9648177b..16153951126a 100644 --- a/src/diffusers/pipelines/__init__.py +++ b/src/diffusers/pipelines/__init__.py @@ -89,8 +89,8 @@ CycleDiffusionPipeline, StableDiffusionAttendAndExcitePipeline, StableDiffusionDepth2ImgPipeline, - StableDiffusionGLIGENPipeline, StableDiffusionDiffEditPipeline, + StableDiffusionGLIGENPipeline, StableDiffusionImageVariationPipeline, StableDiffusionImg2ImgPipeline, StableDiffusionInpaintPipeline, diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py index 3c16471aa0b6..0122080e07dc 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -15,6 +15,8 @@ import inspect from typing import Any, Callable, Dict, List, Optional, Union +import numpy as np +import PIL import torch from packaging import version from transformers import CLIPFeatureExtractor, CLIPTextModel, CLIPTokenizer @@ -34,9 +36,6 @@ from . import StableDiffusionPipelineOutput from .safety_checker import StableDiffusionSafetyChecker -import PIL -import numpy as np - logger = logging.get_logger(__name__) # pylint: disable=invalid-name From a7d798f59bc5c21f4ff17cbbbfc243a130ffe540 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Wed, 2 Aug 2023 17:06:29 -0700 Subject: [PATCH 04/16] GLIGEN: Fix check_repository_consistency failures --- .../alt_diffusion/pipeline_alt_diffusion.py | 6 ++---- .../pipeline_alt_diffusion_img2img.py | 6 ++---- .../pipeline_onnx_stable_diffusion_img2img.py | 6 ++---- .../versatile_diffusion/modeling_text_unet.py | 19 +++++++++++++++++++ .../dummy_torch_and_transformers_objects.py | 15 +++++++++++++++ 5 files changed, 40 insertions(+), 12 deletions(-) diff --git a/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py b/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py index 5b2af3e3afe3..a050ec51dd79 100644 --- a/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py +++ b/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py @@ -418,10 +418,8 @@ def run_safety_checker(self, image, device, dtype): def decode_latents(self, latents): warnings.warn( - ( - "The decode_latents method is deprecated and will be removed in a future version. Please" - " use VaeImageProcessor instead" - ), + "The decode_latents method is deprecated and will be removed in a future version. Please" + " use VaeImageProcessor instead", FutureWarning, ) latents = 1 / self.vae.config.scaling_factor * latents diff --git a/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion_img2img.py b/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion_img2img.py index 2c2fa927be8c..3b05de0c6708 100644 --- a/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion_img2img.py +++ b/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion_img2img.py @@ -419,10 +419,8 @@ def run_safety_checker(self, image, device, dtype): def decode_latents(self, latents): warnings.warn( - ( - "The decode_latents method is deprecated and will be removed in a future version. Please" - " use VaeImageProcessor instead" - ), + "The decode_latents method is deprecated and will be removed in a future version. Please" + " use VaeImageProcessor instead", FutureWarning, ) latents = 1 / self.vae.config.scaling_factor * latents diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py b/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py index 508085094b16..d418662a4b44 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py @@ -35,10 +35,8 @@ # Copied from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion_img2img.preprocess with 8->64 def preprocess(image): warnings.warn( - ( - "The preprocess method is deprecated and will be removed in a future version. Please" - " use VaeImageProcessor.preprocess instead" - ), + "The preprocess method is deprecated and will be removed in a future version. Please" + " use VaeImageProcessor.preprocess instead", FutureWarning, ) if isinstance(image, torch.Tensor): diff --git a/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py b/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py index 7a69a7908efa..358b8af5ab41 100644 --- a/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py +++ b/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py @@ -298,6 +298,7 @@ def __init__( conv_in_kernel: int = 3, conv_out_kernel: int = 3, projection_class_embeddings_input_dim: Optional[int] = None, + use_gated_attention: bool = False, class_embeddings_concat: bool = False, mid_block_only_cross_attention: Optional[bool] = None, cross_attention_norm: Optional[str] = None, @@ -556,6 +557,7 @@ def __init__( only_cross_attention=only_cross_attention[i], upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, + use_gated_attention=use_gated_attention, resnet_skip_time_act=resnet_skip_time_act, resnet_out_scale_factor=resnet_out_scale_factor, cross_attention_norm=cross_attention_norm, @@ -579,6 +581,7 @@ def __init__( dual_cross_attention=dual_cross_attention, use_linear_projection=use_linear_projection, upcast_attention=upcast_attention, + use_gated_attention=use_gated_attention, ) elif mid_block_type == "UNetMidBlockFlatSimpleCrossAttn": self.mid_block = UNetMidBlockFlatSimpleCrossAttn( @@ -645,6 +648,7 @@ def __init__( only_cross_attention=only_cross_attention[i], upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, + use_gated_attention=use_gated_attention, resnet_skip_time_act=resnet_skip_time_act, resnet_out_scale_factor=resnet_out_scale_factor, cross_attention_norm=cross_attention_norm, @@ -670,6 +674,9 @@ def __init__( block_out_channels[0], out_channels, kernel_size=conv_out_kernel, padding=conv_out_padding ) + if use_gated_attention: + self.position_net = PositionNet(positive_len=768, out_dim=cross_attention_dim) + @property def attn_processors(self) -> Dict[str, AttentionProcessor]: r""" @@ -1012,6 +1019,12 @@ def forward( # 2. pre-process sample = self.conv_in(sample) + # 2.5 GLIGEN position net + if cross_attention_kwargs is not None and cross_attention_kwargs.get("gligen", None) is not None: + cross_attention_kwargs = cross_attention_kwargs.copy() + gligen_args = cross_attention_kwargs.pop("gligen") + cross_attention_kwargs["gligen"] = {"objs": self.position_net(**gligen_args)} + # 3. down is_controlnet = mid_block_additional_residual is not None and down_block_additional_residuals is not None @@ -1331,6 +1344,7 @@ def __init__( use_linear_projection=False, only_cross_attention=False, upcast_attention=False, + use_gated_attention=False, ): super().__init__() resnets = [] @@ -1367,6 +1381,7 @@ def __init__( use_linear_projection=use_linear_projection, only_cross_attention=only_cross_attention, upcast_attention=upcast_attention, + use_gated_attention=use_gated_attention, ) ) else: @@ -1572,6 +1587,7 @@ def __init__( use_linear_projection=False, only_cross_attention=False, upcast_attention=False, + use_gated_attention=False, ): super().__init__() resnets = [] @@ -1610,6 +1626,7 @@ def __init__( use_linear_projection=use_linear_projection, only_cross_attention=only_cross_attention, upcast_attention=upcast_attention, + use_gated_attention=use_gated_attention, ) ) else: @@ -1717,6 +1734,7 @@ def __init__( dual_cross_attention=False, use_linear_projection=False, upcast_attention=False, + use_gated_attention=False, ): super().__init__() @@ -1753,6 +1771,7 @@ def __init__( norm_num_groups=resnet_groups, use_linear_projection=use_linear_projection, upcast_attention=upcast_attention, + use_gated_attention=use_gated_attention, ) ) else: diff --git a/src/diffusers/utils/dummy_torch_and_transformers_objects.py b/src/diffusers/utils/dummy_torch_and_transformers_objects.py index df8009dd0e27..dbddf6e2c593 100644 --- a/src/diffusers/utils/dummy_torch_and_transformers_objects.py +++ b/src/diffusers/utils/dummy_torch_and_transformers_objects.py @@ -602,6 +602,21 @@ def from_pretrained(cls, *args, **kwargs): requires_backends(cls, ["torch", "transformers"]) +class StableDiffusionGLIGENPipeline(metaclass=DummyObject): + _backends = ["torch", "transformers"] + + def __init__(self, *args, **kwargs): + requires_backends(self, ["torch", "transformers"]) + + @classmethod + def from_config(cls, *args, **kwargs): + requires_backends(cls, ["torch", "transformers"]) + + @classmethod + def from_pretrained(cls, *args, **kwargs): + requires_backends(cls, ["torch", "transformers"]) + + class StableDiffusionImageVariationPipeline(metaclass=DummyObject): _backends = ["torch", "transformers"] From db789845a9d2c303d7694e1df57c3b7b3ae4cbe8 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Wed, 2 Aug 2023 21:20:12 -0700 Subject: [PATCH 05/16] GLIGEN: Add 'PositionNet' to versatile_diffusion/modeling_text_unet.py --- .../versatile_diffusion/modeling_text_unet.py | 56 +++++++++++++++++++ 1 file changed, 56 insertions(+) diff --git a/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py b/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py index 358b8af5ab41..77f949e27c19 100644 --- a/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py +++ b/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py @@ -153,6 +153,62 @@ def get_up_block( raise ValueError(f"{up_block_type} is not supported.") +class FourierEmbedder(nn.Module): + def __init__(self, num_freqs=64, temperature=100): + super().__init__() + + self.num_freqs = num_freqs + self.temperature = temperature + + freq_bands = temperature ** (torch.arange(num_freqs) / num_freqs) + freq_bands = freq_bands[None, None, None] + self.register_buffer("freq_bands", freq_bands, persistent=False) + + def __call__(self, x): + x = self.freq_bands * x.unsqueeze(-1) + return torch.stack((x.sin(), x.cos()), dim=-1).permute(0, 1, 3, 4, 2).reshape(*x.shape[:2], -1) + + +class PositionNet(nn.Module): + def __init__(self, positive_len, out_dim, fourier_freqs=8): + super().__init__() + self.positive_len = positive_len + self.out_dim = out_dim + + self.fourier_embedder = FourierEmbedder(num_freqs=fourier_freqs) + self.position_dim = fourier_freqs * 2 * 4 # 2: sin/cos, 4: xyxy + + if isinstance(out_dim, tuple): + out_dim = out_dim[0] + self.linears = nn.Sequential( + nn.Linear(self.positive_len + self.position_dim, 512), + nn.SiLU(), + nn.Linear(512, 512), + nn.SiLU(), + nn.Linear(512, out_dim), + ) + + self.null_positive_feature = torch.nn.Parameter(torch.zeros([self.positive_len])) + self.null_position_feature = torch.nn.Parameter(torch.zeros([self.position_dim])) + + def forward(self, boxes, masks, positive_embeddings): + masks = masks.unsqueeze(-1) + + # embedding position (it may includes padding as placeholder) + xyxy_embedding = self.fourier_embedder(boxes) # B*N*4 -> B*N*C + + # learnable null embedding + positive_null = self.null_positive_feature.view(1, 1, -1) + xyxy_null = self.null_position_feature.view(1, 1, -1) + + # replace padding with learnable null embedding + positive_embeddings = positive_embeddings * masks + (1 - masks) * positive_null + xyxy_embedding = xyxy_embedding * masks + (1 - masks) * xyxy_null + + objs = self.linears(torch.cat([positive_embeddings, xyxy_embedding], dim=-1)) + return objs + + # Copied from diffusers.models.unet_2d_condition.UNet2DConditionModel with UNet2DConditionModel->UNetFlatConditionModel, nn.Conv2d->LinearMultiDim, Block2D->BlockFlat class UNetFlatConditionModel(ModelMixin, ConfigMixin): r""" From ee273a39f1e6d67e5d3b6e4c67346f8bdf5e270d Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Thu, 3 Aug 2023 21:41:52 -0700 Subject: [PATCH 06/16] GLIGEN: check_repository_consistency: fix 'copy does not match' error --- .../pipelines/alt_diffusion/pipeline_alt_diffusion.py | 6 ++++-- .../alt_diffusion/pipeline_alt_diffusion_img2img.py | 6 ++++-- .../pipeline_onnx_stable_diffusion_img2img.py | 6 ++++-- 3 files changed, 12 insertions(+), 6 deletions(-) diff --git a/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py b/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py index a050ec51dd79..5b2af3e3afe3 100644 --- a/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py +++ b/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion.py @@ -418,8 +418,10 @@ def run_safety_checker(self, image, device, dtype): def decode_latents(self, latents): warnings.warn( - "The decode_latents method is deprecated and will be removed in a future version. Please" - " use VaeImageProcessor instead", + ( + "The decode_latents method is deprecated and will be removed in a future version. Please" + " use VaeImageProcessor instead" + ), FutureWarning, ) latents = 1 / self.vae.config.scaling_factor * latents diff --git a/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion_img2img.py b/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion_img2img.py index 3b05de0c6708..2c2fa927be8c 100644 --- a/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion_img2img.py +++ b/src/diffusers/pipelines/alt_diffusion/pipeline_alt_diffusion_img2img.py @@ -419,8 +419,10 @@ def run_safety_checker(self, image, device, dtype): def decode_latents(self, latents): warnings.warn( - "The decode_latents method is deprecated and will be removed in a future version. Please" - " use VaeImageProcessor instead", + ( + "The decode_latents method is deprecated and will be removed in a future version. Please" + " use VaeImageProcessor instead" + ), FutureWarning, ) latents = 1 / self.vae.config.scaling_factor * latents diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py b/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py index d418662a4b44..508085094b16 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion_img2img.py @@ -35,8 +35,10 @@ # Copied from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion_img2img.preprocess with 8->64 def preprocess(image): warnings.warn( - "The preprocess method is deprecated and will be removed in a future version. Please" - " use VaeImageProcessor.preprocess instead", + ( + "The preprocess method is deprecated and will be removed in a future version. Please" + " use VaeImageProcessor.preprocess instead" + ), FutureWarning, ) if isinstance(image, torch.Tensor): From 1dcb79b4ceb442735c3f4aba0bd7101ed09a0fa9 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Mon, 7 Aug 2023 20:24:03 -0700 Subject: [PATCH 07/16] GLIGEN: Fix review comments (1) --- docs/source/en/_toctree.yml | 2 + .../api/pipelines/stable_diffusion/gligen.md | 38 +++ examples/gligen/generation_text_box.py | 32 -- examples/gligen/inpainting_text_box.py | 34 -- .../gligen/resources/livingroom_marble.jpg | Bin 467372 -> 0 bytes src/diffusers/models/attention.py | 4 +- src/diffusers/models/embeddings.py | 56 ++++ src/diffusers/models/transformer_2d.py | 4 +- src/diffusers/models/unet_2d_blocks.py | 20 +- src/diffusers/models/unet_2d_condition.py | 67 +--- .../pipeline_stable_diffusion_gligen.py | 296 +++++++++--------- .../versatile_diffusion/modeling_text_unet.py | 22 +- 12 files changed, 282 insertions(+), 293 deletions(-) create mode 100644 docs/source/en/api/pipelines/stable_diffusion/gligen.md delete mode 100644 examples/gligen/generation_text_box.py delete mode 100644 examples/gligen/inpainting_text_box.py delete mode 100644 examples/gligen/resources/livingroom_marble.jpg diff --git a/docs/source/en/_toctree.yml b/docs/source/en/_toctree.yml index 795b023809ed..d3398df410f1 100644 --- a/docs/source/en/_toctree.yml +++ b/docs/source/en/_toctree.yml @@ -263,6 +263,8 @@ title: LDM3D Text-to-(RGB, Depth) - local: api/pipelines/stable_diffusion/adapter title: Stable Diffusion T2I-adapter + - local: api/pipelines/stable_diffusion/gligen + title: GLIGEN (Grounded Text-to-Image Generation) title: Stable Diffusion - local: api/pipelines/stable_unclip title: Stable unCLIP diff --git a/docs/source/en/api/pipelines/stable_diffusion/gligen.md b/docs/source/en/api/pipelines/stable_diffusion/gligen.md new file mode 100644 index 000000000000..d2ac60233bb5 --- /dev/null +++ b/docs/source/en/api/pipelines/stable_diffusion/gligen.md @@ -0,0 +1,38 @@ + + +# GLIGEN: Grounded Text-to-image + +The Stable Diffusion model was created by researchers and engineers from [University of Wisconsin-Madison, Columbia University, and Microsoft](https://github.com/gligen/GLIGEN). The [`StableDiffusionGLIGENPipeline`] is capable of generating photorealistic images conditioned on grounding inputs. Along with text and bounding boxes, if input images is given, this pipeline can insert objects described by text at the region defined by bounding boxes. Otherwise, this pipeline can generated an image described by caption/prompt and inserting objects described by text at the region defined by bounding boxes. It's trained on COCO2014D and COCO2014CD dataset. This model uses a frozen CLIP ViT-L/14 text encoder to condition the model on grounding inputs. + +The abstract from the paper is: + +*Large-scale text-to-image diffusion models have made amazing advances. However, the status quo is to use text input alone, which can impede controllability. In this work, we propose GLIGEN, Grounded-Language-to-Image Generation, a novel approach that builds upon and extends the functionality of existing pre-trained text-to-image diffusion models by enabling them to also be conditioned on grounding inputs. To preserve the vast concept knowledge of the pre-trained model, we freeze all of its weights and inject the grounding information into new trainable layers via a gated mechanism. Our model achieves open-world grounded text2img generation with caption and bounding box condition inputs, and the grounding ability generalizes well to novel spatial configurations and concepts. GLIGEN’s zeroshot performance on COCO and LVIS outperforms existing supervised layout-to-image baselines by a large margin.* + + + +If you're interested in using one of the official checkpoints for a task, explore the [gligen](https://huggingface.co/gligen) Hub organizations! + + + +## StableDiffusionGLIGENPipeline + +[[autodoc]] StableDiffusionGLIGENPipeline + - all + - __call__ + - enable_vae_slicing + - disable_vae_slicing + - enable_vae_tiling + - disable_vae_tiling + - enable_model_cpu_offload + - prepare_latents + - enable_fuser diff --git a/examples/gligen/generation_text_box.py b/examples/gligen/generation_text_box.py deleted file mode 100644 index fcabe182884c..000000000000 --- a/examples/gligen/generation_text_box.py +++ /dev/null @@ -1,32 +0,0 @@ -import os - -import torch -import torchvision - -from diffusers import StableDiffusionGLIGENPipeline - - -pipe = StableDiffusionGLIGENPipeline.from_pretrained( - "gligen/diffusers-generation-text-box", revision="fp16", torch_dtype=torch.float16 -) -pipe.to("cuda") - -os.makedirs("images", exist_ok=True) - -prompt = "a dog and an apple" -images = pipe( - prompt, - num_images_per_prompt=2, - gligen_phrases=["a dog", "an apple"], - gligen_boxes=[ - [0.1387, 0.2051, 0.4277, 0.7090], - [0.4980, 0.4355, 0.8516, 0.7266], - ], - gligen_scheduled_sampling_beta=0.3, - output_type="numpy", - num_inference_steps=50, -).images - -images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) - -torchvision.utils.save_image(images, "images/generation_text_box.jpg", nrow=2, normalize=False) diff --git a/examples/gligen/inpainting_text_box.py b/examples/gligen/inpainting_text_box.py deleted file mode 100644 index 64f1bdaa54f4..000000000000 --- a/examples/gligen/inpainting_text_box.py +++ /dev/null @@ -1,34 +0,0 @@ -import os - -import torch -import torchvision -from PIL import Image - -from diffusers import StableDiffusionGLIGENPipeline - - -pipe = StableDiffusionGLIGENPipeline.from_pretrained( - "gligen/diffusers-inpainting-text-box", revision="fp16", torch_dtype=torch.float16 -) -pipe.to("cuda") - -os.makedirs("images", exist_ok=True) - -prompt = "a birthday cake" - -images = pipe( - prompt, - num_images_per_prompt=2, - gligen_phrases=["a birthday cake"], - gligen_inpaint_image=Image.open("resources/livingroom_marble.jpg").convert("RGB"), - gligen_boxes=[ - [0.5243, 0.7027, 0.7136, 0.8341], - ], - gligen_scheduled_sampling_beta=1, - output_type="numpy", - num_inference_steps=50, -).images - -images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) - -torchvision.utils.save_image(images, "images/inpaint_text_box.jpg", nrow=2, normalize=False) diff --git a/examples/gligen/resources/livingroom_marble.jpg b/examples/gligen/resources/livingroom_marble.jpg deleted file mode 100644 index 87bc169bf21425a602cb2bf5a8de30ba2835ae80..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 467372 zcmXtfbx@n%^L2ttf#59!3s5Ll3Y6j+iWPS$?(XgyTv}WUv_L2h#ogVCYjJniH=pl2 zzh{zvp2^;SY%iL002i?3aShMAO-yQ#Xv&52`<-j0RX50(oj)V zkIciCgKu>6u2gQL4WAC?1qG+7r!E%K=9klYkg$ycw~*N1Kx_uy!>VlXtAb(`$3-*T zP=c!-Lnm_#P}>HmOov=FIi!LhmVg2&o-dIoQYgsOz(b_9V=K}%qt)_x&#TLPIL8TZ zAC%m{q&7`}I$cAWP3gFPe5^J05s=Op`+(8E)Tfe^^3A$sDxQzYU!J|YH=ef_&e z(OD@=4;=vK`1pr^&;K(XdiX+R%xuZ|GuUdsah~i!qdVC==i#z->R^L`Nl(AdMv`S_ z$VFCMpkhCuhp$roj}W$Hf7Ns4^N_H|U7i2Ks(_2p)sN|oJ%_&sHG2MANqS8e&cZj& zInS4cc^^tHR=nw)r1rC%SG;$0C*>2n8&Gty8G!-ou?CkXmmec?d{7NQXa)cvPM{|j zSxlG~Mp{U8TACIV(9K2xc^h#Nag*({PMAX{ouM1_9l!@d-vj{0H=qQVs%dds4dSV-b+svGfPini&o=B^pL=I!%rG`E zaklLVc$K49nCL%46`kU>kpXD*)F`=Hf32J5Q&t+)6(2BjEkbVb@Rin_PNgD4J`cb` zUSsqx4r?hT0RTthguW7m!Ztm<`-Li8!fK*KT-i`D)%}|X;j6Tq#!9~nZ2jAjoaaS< zb7$-7wi@Uz;14%9_lp0?6Ly>~_!Sy6GxK6shfiIeXfQewcBDHFnQDT6IA+A5x4`rA z!4K9~VlFG;?TBAlTU#F-90YfWXlA+tPOlg3?QLw>!_VG_v=4(1PaelWbI(J8$jF5t z<@i^0$e6hTQRl}XI1|ehEmme+ptwOok3Qi`PT`A& zK1%Pykx#2EH@jC}`4hWG?kg)Rlr@V-dgXO3g1a}~j^*K^BsSw~djEEP>B+fxFut?U zLyp`Y{)!h$<}0P6kx=4>?-tcHU*=P_46+OxIXOtYWql^b$H$~`Fd*4(x3V%pqDEB~ zLH+xN%Z5o4MFdq*1XbAq*DZ4phJjsO0Sj>=18G8?=s!le#umXaLPRXWE2-q3BIQ&> zkR*3oE=C)a{~hC7a*<{6yI-gH-=(x&99FM1l#YzV#NgoX-8|IUueM%yT)8zZ+tt}G zH+rsj?;jG*r)Y@<-+_dW9)2#{I-onW-O9drjQ+yPec&{nE;bFK(0h18!7|snJvZ%& zWw6>Rc$IVGU|zAoHZHz=`u2AOI?^}a4O14PZ`W?d4SyPSXBWjJ%l*o%$0{w<&D+at zK6(-iMC_iQPe#3OE`lt}H%-|^u>+U1+pZGu{0n9eB4Ne)KtM(FQb>^$U7m%NJ_>3_ z<~c@y2(d_%e^h=xlEHJBWo5wDRDT{p6-!9`H)iw=4SYjPa*Xz z+no~^0b&q+NRRFI-a4WsXD52<;~#EyQ#m+-MG5UZl+mOrhO@vacr9W=rFzx~HnOA5 z-|LTgwvNW2Eai5*?hJy_gd}Y+Q$6iU+UvHJ!KK&LHkU%fbG(lmH1s@sx>s3bCDfo_ zP+4uNLQ;=E4Iy^TC07ly(dxwDK{Z?hBnEO6-D!R(>U^c&km-wT4#uLWewW&}a7+#9 zynDadxC5#(dZk5j_(B6S0pzt)dr49y2kp3Z`#;t_&)i+?ta_h(#h+hVI=u86V(znB zZgjoq9r^j3Sdq!=>*aP5gW^L{UuQweg$~I`MhsEZu%_6PIXB zG_;xxl3Uxc7e*#~!XewTK!djdDQ7pMpJ_;Dk>~MriuU}D2rgbmTCxb08BLj2BHYa zBMD!`B-Fv~5PZRerEX^t14iC|P0@&TeOUItk@WXj?}kHa7j4h|jE%*CO)bYW*W1P^ zjbPHZ96ov};k zv*q^oc5VyO{>AU}vgCJU^`Dw$Xp)La?lC3V$PEVKFs?CZ}mh z5Gf`lD5AhXa$~Om7W=!C>^46n2Qwp3lB3hAK~?dlT7#L=7-nC&eQTuH<18j}b2r4X zGYpA=#DDPv<$@!3DBLmMrLmj98cdKeasxP|?Cwc`fR9`Mt_>XS&bRD+9~Luo$eEc- zx(vy9T$+}z7RfD>g?#?4pPzF`pkz|*;bOiv2oiFqTU%efC8DB6DvR3H!MOPZ9II$N zG&kpDX8_9bUPuHFf(Z>8tAejlM_@n&nys#%Si+CjO^ zs`Izne5|=d;p9$2r;Rx7ajE7q?J60$--9=j9Wx}_aM4BE;Q_lCs#@P`7Y}j-z3&y; zu0QUy(C)i7<^KcGEY2<6M&#V$iAhCqN}v!JDk(`2O8^W5J2|nTBC2zTwTZIBOnE^} zOnIG5K&}8312n_<+_!s92DnD)TP)w&A)+H!Or+(=)^7)AeqeSOgsTBR>Xha}7^Oh? zYU-k>Ae4oe;0@Wg03g?ps0!1TdF(Smjv!1QgM~=;a-)CaOeCgh50EA{r_OAtBZ8c8P@aV5`nW zh{i-$vd=6+>1M|eXzkxEakr1>l7e5HvsI2qZ7d2{E`Vo~2bx3p`W@E}-iLGGqJ zb&Sn@EsS4)Wc0a5!$cm5GH!FtT;xpu!S%Oi+2)dlH&wyP-Pplstg8m5$7r&%^7ivJ zw=i&VmPb})d)%rv^$li9@;&4}I7MHN*Kdh;r^UK%LH}-$O7JNnE=$9l4WFYsfx4eXv@zuUSr&0&%_weWIK%mSrv#Uge8OpMZOksXAchlaOvbo z{ads>oRmWnkjEI#lDd%$Pw$T{f+}jFyQS96KQ>ip=BLi+N_@;7Nkl$*b^~0CNEF`dLu>Hh`B5Nv{Y8@C9_L`KbbS={b(# zb5rn-FZh^cfaf~2Olp|_{aAO$TtHG9kSGEsm8!P2Iq>cM%jp&(Q`$8xAGv6knwWa- zd5`&?*gwYPSk>|8{`AR-nh3~kFtEs@NwsSnH%(nDfMj$(6fq%qz)*Br?Wbf z0EY9_pzRS?A6adAy$p_#ky;t->?ETC3T@lb&#t0>{_DkV6h#gY$W_-aRWF(57-EHR zbnWjCjQL$x+qa%w&um{?aEWzqZEd-)c;DPSui?=x)V*Q^$&NA(idM0hm^F@wkyLTX zPI2LE4aSd%yf!ubZmPBRotKp&J1yT}RWanY3eFVg3CdL@5c@%jo9Se*&Ef#U9JWly z73cdB9vqL$L+;3pGyp)M2A}}ao|tjk@9?OTNuzjnkB*MGS074JmA2AZ_z%iqvvFi_z!^*d{bG5{)oF?TwS@C=F7s*GZ;xgo4j{!Z`0vKkvDTgX%81>X5lA zswzk|RTLVEiJ}$&66rlgZ6KchKK7%3Gl@JvLPS&bql4l!hy(u&fm??YO&?d9PT*pN zi-e*%HDO&7jB;aHf{S}D2xy4aWMzq${oUm#l<`mF`BBkev8G=;2$=gyu}t6&&K`Ad zn&zWyJJI^C+dry!4Hy5aJ*Z>$44O~U^Y7;ugIHRo@ zA()}?dLq5~%UXM;J^oN}m}Sq9uzhJbhHDFtJ~-N+&3MLgObE>mk}%6AC_obq|ESw>roM|KI+yVZ9nestH)n}ia+KTA z-Sxu{0YJY4UIX|_XJ%%4dt^!dw@>_!-Jf$-?~mQv9?lAdgyt5!9?$T6uf|&ae6BWE zAJSf!LLAoT2GM6%PTagljk&@1bd}`q-&1;^^=tHP^kwsd`wc1(JgeAcp+)+F#8MJQvrCj9c%(ao#oTvabx7cBZ?`r)G z>z`?fK5F^W`>Q|dL91E`i0l*gG;~+mVmPmJ|H#U1srM5GKoyiW^}k+$B62QzY?3eX zGwa*e)ja-2ACDo2Yc8DUWC&rBt98Rg-;1I;({%g1x$wihQWLU_^m<+0r#LE|H@M+} z^ZcaluRZgM;h@Bd`26+`4^sRACl$s-+7lRft2R17b-F?Q*mx^*achbNMnX#Lgd3J= zu7+Gu;rr`?m%f;(1OkbAt%ONdtZ?6Nz=eY&0kHv8_|W!tXXs=INk?*ykh}9OH=`Tt zm+BH)L_={X>A;>y*@cl>s?1OA8>!^O!Fx@h3m9yG9?3WY-I)BeHMJY-tPYHczm>-g z!vJEW(X#M5B`(!F=C}Q&di96W%i;)880S0>mOl=nQ|Su39nMu6_hox-r>#DAl7h}o zo|a##R!`zS=O-m4>3p)k@)mR|`1s8NkQ-$48v}(P+1h44;UeNgX@uwppf@Dkj!bhpHlwkE%Okg4lmQIbm)i%whZ z%E{HYZgVX~B`7%Nv+UDz^a1Fb@8C&-Sb@WmjAuN^ML(xul?h$q_EfJgrxV=bKJ`}w6c^MF-Tdp2=DCEM+?J)tIhtr=w^l;aGuJDZ99~5JkZ%Vqrba4 zYf%zKO{!VSKw1?Vh)Fz7Lz_>C52>_oCfduAwXJ4i4mxA*Mgdd6YZ`OK<B7ap&XeB)TW9eR*M@ekl119|>2<9g%K`r-^qg%A65-fz12z)V z;Ore&!S)nOz6tYSL2>L_lL$;%ooNAGAv{M?&KIVaD5aOTdKzRz>v}7hiU~v@;*no4 z8i(>l|J%;4lh&K#4Eq*WqpMB!k4HzU9_j28G~ zRxjwr3+FEV3GN#&yiTM1pY$L*zRZ@MIq?^}0=Fprz+_=0_%jHI86N>e=3L3F)blqTKuK`K$ca+_stvnHu#VfJv#QS-%RJzIL(37 zLmaZ2h7{YxWB>$#m?C1l%HbMDtHDARojP7bG%gT7w0anb%mesj_X}lrqPD;Goh9$A z+ut*`4=H8mxxcoTiQ!Dc%G;B#XhNu&o__k(O}T%!v9a+x@m@W-@zP3m_5QlEv^`^1 zIQ3OePj78~D%JX{p-fKSz6&}dxaxn_@5)3GNDC?x4Q`4MPvw0tQwW0{C+2SE+yJS>epZq>EAZuG{4EYXs_Z@swY z7k&|b%-?By(WtXuabZPgd}oftV$rr#!8fx6@!HuT^U2OO5AtR9VG-eIA*KKYS(d&7 zS_RuT6m026`K%}YktLAHeAgmN;gRK_B?fxi{ER5g%{qflXNA2?5e_|ll={RWTRman zazDJMKABgvzNY!O{14YC83@MFR63o52_a_ z9bZol3oZQNkov26Zor^kAk3a%JHKr(%aR7xPsn0FQ_K67a3BB>+-HqIL^1f&C? zuK_Pk3nI{)rQqQzq@9fOz(!rkQmGI{6!)~gc^*w>jjj|@TN!RuHI{OY~{bf`TeZTTxdE3irtltVEiGG+{DV_&(i{J zSYBS`J|n6v{~FzeCleHE8eY`Kajr=TQ3R5r=B!pn@o)Z+c7J5t-{|PY>7E35f;@81;BFIR_$bLs$_p5iR1>r zbMp+s)T<+`61=sd=EJEq-K>DM@53N6XC!|XDN^Y4pB84HAIVpnPfsP(Y+U(*{~0(N zTYGNJ5i0obNH45-G9&9&+0#5D5n&cx(BvX9O0eFf1TduZIpd=M&|mwet)q;ySLcY+ zWP&-Cp6XZfLot!E(?8~aJ}`7T@cYLmQxlb!7P#We!Uh!Yv9wCDJ7{Jyv!C950R$K) zRAj=LkP3o32G0k7N>cf5rztd_c3$Y{EW%v=t#@gxzN{&<-uHd7U*U7!UYeY&QqaZ7 z{6$;aiTAl0V3h>I2UQfw=UBJJebRg}TK;lRdjIrOukOURGq3C4Y4830)=xom3Z39Buk(9oLyPtNED&H-<&}LK9k2-HYD;k=zE@jB|j=k{^SY-^VphZ%z z@tN-Zj)9@GsN;Vr>3^GbBH(>j$sCzVmsMJNG-2`g;3mgwf8)td0h;AJ?XA&bosd%v znKMCo_kx8Ftxe3!m;*Tk=fimE*D!E^pLh(G0#O8Njcqq5OtvW8;@r|JxH3XN_w1hs z!S?q!t>bhXU5=N!X3JM^_jCL%CTU6KOG|6{Tl}BO{VtwvR<*QvTivWiION327~c!s zW91of8{h*o)TkjmB4X6xC``EkrXG_{58c9ofBVil7E#zkH~)}Ekx z?CG2GU~@fHlt?RCfQWcI&M`y1{^QRV-YUD-WJoLTzs%m)R`74rtYP9a>7_05yYK4` z^`0H`6FN++Jdf-#d_ret%5@%Pu%%mAT9HYdDgLjDYCW%v^SwOqf8GiHXR&n~5$Cfh zUT3%RI7!;(aWGRVU+4V%*wq)y8d2mfFVWOum;NhvtsfXv6rc@fQC0&eOArI7f$Gk5 zDrGaBrS6&RiIjxwq@p-!4vMCVKvmGVBNHwvYHd|?NPvW;F$x+nu{sT%!*@E?6W{(@ z{xPA414L8Fd1uVs%NNyY6mRPCsbp5@vOC=WurHfq2X}`65NXp6Aar>hO1Xu5T**p; zmmFaGYzWr5d4g;d7UgX45VC#y|^B|?ogJb83An(ci%m2)2vz4dgn(&V`@qg?KP zw%$Xk?{hY!|Ga#4r4wOanl0dGv-cXZ((2o^dcq*hK^CLQBTXPiP^pbw5cG@ibB*rn z-;4klBL=`zpi=Ayywp*WWnP2$H8t@-h*pR*gSk5X0KI{l2*^}z!@j~cC>I{ci|7gM zzh_<6Ys)g7$Me6PeL3{MGbd&Hs;j5B=fVeIgq^fKbZo>4pH;>QPFvLinX-GsFp)lk z8P-LZ2$EEPqoIFkKWqJ{PZrtxJL&9`{e5r{pOGELEpDYgY0ad6fv8P!s zHvZ|CC&PCr3Uj2k6Tf>LA6`S>Zj;3Jhe}V*B)|C$iY)z(CkG%R9%g}KNaeLd>OR$F z``!0ZwK@dy>OQS8MP+L7`|kf8*lE33YJ12R_PI*ZP&2i(+`B#7$e$>hJ*Z@d{7EE% zRGsojiKtyTh38S{=7ET!_ozwde>16;eb0VUF#w<$B(OOA0&8lfrK#~48!7@T*0DTm z^}V;|pc`WP2D4%z)hs?6z7l_#azSLnfp6A1_kRm#XJ)Ec zy6afP^o$*w2b6y3rw)3l(XU1DV{=N^(5&%yDy6vKk>LPW=?`P5kB$&d@ZnGiDb}l= zQ1g9U49+e7|dK z-+Xp|^0d{M6=<}^sMWJoNQ@OswCqR- z&IUMej=FVT*dB>RohwSm&gpEnUWQanpA5}k)g@-_DUO86;D@4C)YJ?QYOJvBhT)Wt zk;-uB`JTMX69a}v-dI=w`4Yt;DR85D)!$LLS0(Ch|3q6htD(6qwQ#3F=KeEv8h`$d z>eHH_^c;FX@EZlWuR9CA=DG^_8-E6hQk^`F ziYhajoEO{M2;8ZpcG7Y~iBHUPhRG|HSkSK?ksAV&*=3o!_?_{Z@UtHp zjVZnviJ6$Hk{J$7Q68dwl%?I9Y5Jy`_zX3}7SKLI{%O_gq4d4q+0d-rQvKuH2B5t& z#LwG%QOW7C8^Ic!Z9J_gW5_^b1xOOhj^y!AI#W@lU3LGxHqZrIe!9>6l5a?zj(`Bk z(&h!*{j(Y@GknWtl3*K-j^Jk@F!4aWU1qrLBMxv3al>BZ(-@>e48(}0Q-d!;s5b#2 z)zQ54A?#$WciS0bf)7WC6F_c9)TWIs*F%VHugjLdd=h?e&+)t88%lXE{CtaGZcUw! zF=)OYM!{AdJ^&X}F~4>5pR_nbN27}qWotu;be8ngrl}#|RJFe}aI0P#l#j|J`1rVi z_*w3h0HpAOX-x3U?5zLkIUXXdhQ2&p*c9m}&h-=OTfW%D@P8Q0=8+lb22c-Mjmq@g+M@r{g>h9zWU6enzjJsU z^Eu0H(yngR|K{jmwyfoT-}=8maj0KDxIvIwSKAr(t+(q@q-?skh#>Y_?@|!B@6XTi z+TH_+HGQL#4w8^6o3^izRF#m$OoiEu)7NQn+4?Z3szEhF!~p}=h&_NbiRtazAwg@+ z#7xv=xRX0MFD3SV7a6P1*LB`4D|?*gjYoQlZ_J9_2d)l2WqUlHahi{22|9D1*^aDc zEk$|TRQ<$6_6fCPpbCW(*ZVcl7z8{$2!Xltw25$lI~ExAL16(@uaUx}6npc=*#I62 z2+HjhnvV2(ir3SGg$T6HZrN)qNkh+nBL-pS605=~OZP-_D&2>*;G3qFm5Avi<~V`t zVnlh+O{f4C_G@0YbLXP~R1}chy%D9X`*z!H#q>qLmjmYyoMVThOvzQc{p?D?hk2;e zf#*y0Wr_cJ;p%Oaee1={;?U60&S=(GEiEm5ee|D($=Y>sf?iv+3O@C-CxObzW-?Nn ztaa$!LMjMLB2qo~|BOj^DnMPTB06Q_AFhe&8&4S2B-+l;lH$5e1DPG9h{Ku?#{u^F zCbM2B*Q-2f#Ol@H8v>}EihuysHvkMpHOV~yz-yT;s`=*F`~Az>R*6P=>&wamZtc`w ze6U+ni{ruegGTvEqwB_C5_8Vou=#)di(gya-=p&1zggbD|CZm)favuD0Hgd+BK+>= z)8Lqj=4x0sbtlKLvf0}_x2B^O1xcC_Wx#9Pu#Akw;EuKFS-qzPjkfE~8~u8Rf1QK> zJu+p|Bn`d~+yMHl>xSx`(Hvp_$6F@Pp$x+^W%>BSrLVs~>%|8!k1E!NGzz1D^JQvO ztNplvvu&c`Q2}`5G^~;NVl}Q77#_X%h`SFd?1^@*UaL|XfJ%!mfP#jg!b{+#1s`AA z=(l)XZC_apSvOrVl$;bU^$F>)>ffXx2$(-x_El%Kz7#$yT<`d_a7FcaieBD) zK8Q%;2MRv7v>Ii)dvvAK)8F8X!-03(BjnJs*`sVB-}?v#;q@%iBoGphlSwgcDHDX6 zPtCPx9K?>eavq|>0^B=-<=Ry&Fm6}y9h#kjtQqceep%)JE83Cf%W)e@rf2D zcBdT<@TB><;s?#zn*(yB6?-le0qOQgPg!R%c>+9u773t-Km`V?DjHO-qw2)S8+O-N z^*tGxUG;d#stfP3HPjOHYi_GS0Wd*m>JH3khN|L!6$d~d%)cy|Ah_|mlrlO+zlg!E z{1mHpX_maw1aVxiaX)?HzL%BljD)RttMa(+|Lr1upULNH#SV7!`uZR52Qc^;g(^y? z;D8ez7hrxA>cEbo>)ss}a6^h%Y*3d-JIS@;p8ng1xVm1v`%CQRp-Lt}h2q@8in?d_ zKA)%ee5|R9dp7q{7t#J!=}2l;A^RAtY_9irY3dvb_GFwEg229`G+9V_&EL*GnG!-& z+JdSrP1CQS3j7jUBtYyOHb92rBZ-gwz5L=Atl_w#@Qlejq78l(QWUTr1LTu$);&f38vb&h6%JM0uT;He63`> zlS~DKS5FzzLF zCI67;up7^%SwrsW7|kYQ2@!)8!wR+-=6JEoTovMSvg{7f$ndH7|GvMzg^a|x18r+J=cRya-k|Y2g^)xnf&Es6eu0~NW(m`J9fkB~ z{w?2dewd(zs>zJ+)=ZWPV1kC{2JOFaM-WsTBG4>lVVJlBB@m>fS~r!@9{>%W|QKbfh9YeO`ia(Ns7L!0%oi* zYC-_Ej744@GIcjKQYGqlP;c^{G*TIne9?EJXa$V?v#~};iA?2I>F<%n;y!KLPDdqY zuvn!RKy=H8h-K6ey$ec5QAVkE|VxoR;P< z$Un({<7cy@gmWyEnjW~b@5bL=yX(UwiyxOEllyPp{h&=b7~ara$$PU& zc8(kf&)ZJ1UKluj{_Hn`XW;a>rrXsOfgT!gvf%uuDCFJ%{+FaDPs5e+i`4K3$8_rw z68RPoxnop|YAri?uvE5Pr#1=vD=OgRLNNzkz@HIjnCR~;Y{=*nfvH3Uta$y(V)Lig zJ9mAb5;bR?L#}lVh?_9mEa~xJE&z5%JrLu4@s_fWTRZ5SDdFkIH-gieCiSzEVZ&qw zNG@@VQY-25(Wjz&u4DPgB#fwhxB*`Q&psgxu{?6FIsNVsIj*;1dD#jyP?8!!*?$7Y z>K}UA8k7vgo-`w~$rRRHK7Sd)RbnIl>D4UT5#Qhv$M_5Dm*e=zGPfGc;KK^q$wgt|#ISUgl5+Rndt%Jd;Cs`&vfgT(UzFU#sr(UV!5NtHOwhdzQy z!_++MV_tA+9;Wd3y}12M$IZ}v9u2ZSh2_yy4T> zJ!uO*B!K*)GS;4Q-2~wJ;oaQTCj3J=-wgYXQ}bD7tfbKwo4!A$7dPCq$En#-CNUG~ zyRgbezr4S86R99jLP%N~{scWHAcRFW)0$zxfs4;|U)4Z<%7vXQ37hnZlkFqi(-X7r`JUUA9|+$8(bB{q{IkL%4s&#<%%-{jJ*N0^R<`TITOkwUuo41w%loVgBD3qan6I&3z90eO+wZkr8+nLv5-7zizEx6$eQO>6k~Z-$aX6?Pu)rhE(hZtfMw&|CB}szQ4hM0nnXWu z#-UY4k=>F25jrTuNi~$&KQ@!riOovuxi^)kaVzR`H^stXZguhE8rX~dcb#rpe} z;`M{Y!yfdJK0{M~G6^^pdHp*c?)dhD<-)kE{-2=1#C(_NYB^laHi=p`naNMvhJ5!8);qMxlVT**MHOiGF?tFO71()*6dleeq>37n*sEl{HZ%1=YTiD zKq{x<7qR2Rf|)h;e3yyH(soXrg{Kk09Ak9zGA{CqnV>QgPQDK-(QiLbZAI)Wi!7N^ z8}*BoOl$MDp09YHWC?q-NjHC;EA4RbEJg;@g&`}^L$>38S{6=4&}PLRKQ?vvM*NpG zQlZmm0(+;gLW@+Ys3G`0A7R6dzt5_U2nHCweGw3>h4+)G^Nr)0AF+yfYV&{PP53I$ zsZHs9Eg$}REBPx5PwdF;O#B?yt{G14gsr8G`zRC5`t@U zSZalb@O~=yOMw$GL!&-#8tI?2!vSlr>^Jjyj=kZs4T7^*qJjJ7c3$O?NiMNcS?A9r zccom<&PEL^+|A+{5q^U^rJBMU4%+HMaN!gWIm!%v+o{rqkSRUYhL9}t)bvEV5%!o3 z?xa#BpVP;Q{U{-O)65dhMx3V0VNq14n-Ae3vHhE0p>$4WiK|1^Uzgo|6yUXi8$4@I zl}YMfke!>c&`&rW>s#?20(dw728+`obRFYs{RUvABQUX&$RQa1-EYyfx+*f5e!X79 z*sha=>@Nb#qT#r8hTwSoLRkY_(RuW4g~)!|!^EurvaeY$9XG|F@~|C~kGzeJA1bD? zd2aDHtEzc=z-VfRgLQed0)6LU^tg5utyw=YP3aB3wv(kx2&^FeQ1--ILcB(j;zBaz zu;o+0fBs%77nUP-!wN? z+M|)CtOh?L*(ru2mU)ON`QhdYDqq6CYq(SGVE60yA+%=6e&I-~22K@ppwzx-9sUl!Tn4KXC&B8~QbK=S`e(K-5DWc7SV@je-9 ztsMYfbJu@$q&{ZXRzH6CkYl@?>HKO6)z|!3=hH#X{AbrHx}(3M3^`+aHBHsorSoIr z^lZF0wy`C`F$WK$@fADNaraB3QJ$hFDVsIB9x`7%3g7!FilU&hP1;BwBggH+WD2h> z3U?_o`@T_IDbJ>#MB3J#vu6LXojr7&qubD$^(idTAbn}k=OOxE5TQvDCFfvc076iq zsahELI;@{)8Gnlge?YWoDj2{L>D$KsCADLhDcr_}#TM^MBAfhz=u0%yIA6}35 zLrHGLTeA1&*)V1`<$umTZop6khfy0PdH~`IVs)FA(E@C~hs6_zQh`4+8Vz(`6Ei?f zrZd;G-HYFNb}Jg$5YjX_e%`h0j%}JDSl$et zQ_WtLeBDN%lt{P2u#yieuuKpAq8aVcqL7K4K>Y?em6EYdl&J^~)|8$ub{E<G=T?-&J8qrI$7|#WY(ELDP5jJUp z9f5$JD<_PO)}Atl7G)QJ2({vPHk$hUL|VzI#YX$9;et_qN#nZTolVEEF^g>xS|Is< z203r!3U^1EU1OtFfb!_!9{{!!!#1LAnq(=HiS4v4wHSuLW|kY-`BEaESG)lT?s2$7 zEUp;=wxkJs*#{u-(%2;GTy1%KB|63vKptktb;?4u;g{d-!w`ZmBj+Qv&=f zWDmaMM^w81KUJY4^_D{j`Y0sqhM?cQ--m++%}UkRGZ(dFXrYSK5CA?VPn}{RDxjTL z6431LHxcvQ^L7Gsn(a_$vZ_hIH%u^m+>nH;lX>iC%+NO8!;C$mM0C=%dwztP zr&&YpF`r~Dehi2RojTRTHGHL&tm7)E0V zmC{6B0Y*KmpT#;pxlU~@y=YC-S*k@b5hwtVhFMquA~1LE2tz|PR5~b)WMoL0!)khY zm#^wk?_Dz)7=-%~IOdb8s%BZ)XO#VVsd1tG!=Y=b>TZnybb{=+M|*EqwykeT_J&cd z*iBF)xXqd3&rG%ZKG=0Kh+au(&QsBS85jTWqX95C8go>5YUAzQ`SaiI7~3vB*HG+3 zzhx^<`M!-ban27kKbM_39R!R>@3_eylFintxT;E5uh_oF4sJKGV00Qa(2t<${vlEm zQF`Z-eQ+MgTokmHdZh$Z>&GQ_?n<}!#wQ&CA{aCw@d%i9$~`*b5w zx2>rrzp*+KBa5t0SXF zsOHW~f(4O!;XPX`qdlj`;AW#8o#C+i+<%l~BNuT~o3FQLrP%nM@3YNiWs{`TtJTJK zMFtbVSP=|<&n5Fc5nx!ck8{2muPQzo0ENX0b=y$lC%B*Q;g$sx2~z5p#u@~J{>*jQKzy6QT!M2>WmMU3rfT5{fB=d3V61rO72e@;WFU=N ziKz87O#5U%!8(+FKlwnOmM+lb&^ zy~7#Fxc~6ocz^_;J%Mj$03YCBpf=)J=fW|m%koPslz*g&@YqRNQ!oN#pu3)eC|qy? zv-1C&AiT+PH)trYN(hNYj*@9xH2l@hGHj~x^P9%NuIrB4*(+jEx*R&n0Nw(vFq#VI zU&tC}YJ|Zz-A?ev=H?}RZEZcRcN%O|{BBoIH)z3z7=cqPl&gBN(*{VA(E-*d(X_#D zCVM;e`W`-|BZwPpO*Aun?ifzP1liztqFjtG%leo zJHcW?Lm}NCwx|=_(N4I4eb7QGI#lvAH2V?vu)cR5y7{&2H6Bgs!5<_htLdd?c2W5L zegq*yELHh0J!iy(?w`dY#1u$K>}xqN4VT6rgr9|DZ_CreJA*>)lhig@<=Ui7oamh6 zbGKs6Jn1DHXp`lwCQ1Y6W7FoJL&ccrJ2^f|X2#|(+o}9(MFr3xn1|3Fl;dvCb2f5Z zRaYJ`q?i^VKs?`Uj_24R+n$_{cd2aPg4}gWe=xuwsNF}%C$&N}B@X_Mx?<2=B8GKj z5n_Akln`<1P8MwGhf&MCcdFH#u>hcgY>Z>3kqth)Y2HyOjjw4;FItzlZL+w2K*EQl z*PPJW3wPn@hm~5!CxydD?#?+}E(M#Vyn5N>TiQ?=n7JHz)5(EblIQRQyeErxg7grOt@l-HC)7ZY{G*@b?{L5dhu$b64 zi$-Dyy<8!@YhIK(wXG$P9mnruiI7S*)k^-riO+lTt(%aS&LtORJ?mzaffE0t+|(B? z6xUd7wn|*95O-C>~ zb{@qmH0a-htL7UT#C&Jk8^>X`pPlp1jvqU7-ss1)K)dJM&2-}@>Tk-vyQgV|i1$Zl zNAawwmn7Az6Hp-oGTle{cQB+0)znO9ScXJumhH&Vhrph!+n3-!-!vvzqBW5MYS=|D zf3-?>e;pVu6DgS%>(2OOhm*|O|9@J5SKM`jHu{O7{~YFyT);|%SKbahMkvk5SI5nJ zqNic@<7-9KfBNNZICRS4UWo2GJl!-6PC%0&`IlpEHnpBW^P?%~9cFnnHAD=dr!h$8 zlCv#w7Lq1dT=xDJk;Ds=vUHG3ELgVV-#K5$QDHC@Qjf)u{@OGGiB*G&aLG;S%Dc;_ zX5E0DN-9tZPskW`{Z`+$nwcTvg2TE*(|<+S*J`sm87ovqVB;!v;&4p2IK#;%UD}O= zjG&Bf5F%~8HU>D&&@nk~c0Xb3!F_OV0*yiR^v8)Vk&iXgeS{j6?9w>yrZ5)zpbE$&T_F^NVd%AaDMg1L#KZvi4-uZttU4>T^ z{nuZXS~{h>yIHzd8kLpq4hd0(5X0yEuFa!Cu}hMnBJ@8aZ7ORT^Nv*6*1w7y`X6B`$(#im1R6qr z1|(hI{SoV~x)(wUMaH1#v;CF2G_&gg78Ls)qOC0_xFtDlZ7m=NlC^BPxoHt`RqIEJ z`ozcgT^w#UB$8}KII7HG?Y8v2SbRiyUhbvBroL>q5DF4Ow#c1b1n&FoN0+-@i9|3d9#nk6m9tYH92Pj7UhHn7Kmvy zj@d_+4=YuAw3PpA!S&McFo^E=up~v?Fk|x%bfad|Nfk9B+3uM^hi2E;+?d(spAoxk zBlYzS|JlUM|6rxzdT z0#}NMCW(>O-OWR)pF&8~uK1HXO>j1{HaB7^*$?K?`eV~XoE~0=8B<)!yhbPg4F$80 z`JZDgZ~;xYM* zLi8eA1jm0Y;pp3v5U%2zG8HPlaW3m59ZrBFYo(28{bpCcv}Nc~>AHf_YWE_qRF@A4 zWN=o`kV^#uDV2Wwz@v8_+~57Vtt=ZQjLMnMb){p=U-{FWdc(59~skop>w_V)j-}Lg`PF z0I8D7c#Ba~CaZE22?c@ES!W)I4zkmqsUboSf@|u`G`3A1dK#)kiv3jX7r=jsih~_? zn~2X{CM-)+@>=t8k-^N6;1>pAQn9ZGxk0}`>AP>L6;ab*Bm&s@T0H5LYjAYs?2Ms< z+lvXA+?L{f%{-gxYK7eU@Vy3}yNW+G?P&i(teWz>n}2<^(2I{iImi}#zIiBD$gH?n z0${;=5TaG$>%U$x^v+U>42?gW9lp%>)lr+HXMdW!B@~XSyHx(=42?c zO9bNP7*vV{iADCwOoux2J`8SxK0K93k_BDi@yljNRBqtUc1YU78gB_sVMTAiKh?!> zj`)j^pTAqLp`EX=sqT4$x{U}@w?AjRUeJ00s_S2nN2%PBQ)JLO!zBRtZ!x9#OztaE z%-8nYe1ABbcz>SyZ4(qexMcdjPEyac?HF(M4Pz7s+$t`j0B;N^p;XEyk1qq({t1nk zMIaM1=tv>@B6FOhAshW4N9AqOIPm#3dnA?Z{dYe#y|P4ZpBLRg$sRiXMi(MBg!Yje zv{NV19-esbG0i^njUwCHD?@B!tCwdy@7HQbsoQEXGlNaCER*{O8w^)6LeLG9E9~1~ zh!TA)19cthb}GYhZCG2nTxl^QDMYi6N=0lv0b@p*7xB6plfgX5zU1F-p*@r$&Uv|g z@oZw(YpwzZ#PKB@U!D%c;pUD3Mz={4AXO2I6~!OwT}$cqv8~eXT6KYRh53K~SJm7P z#rsruot8nNHcxI^9N~Wb;u`1&ox0Y0+(YP&l3aCIm@yKkBrmSgS@qItDt6QeTG(vS;GSTa zUU0?WDWO!^*FG8ZHLidsg!L&ximUB<<)gL=DOaVsi;W8{WGc?e4 z0HuodxX_S%Cm?1#BuJ{pmn{NjEe;T&?^#r+e2+JJ3`+Jl4u(OnS=FB%5CIDQUvp4( zwu!=kV!_xre3>;GITPBP-XGm0N?HuRq?XoiVs5$OSW?N21QGo*1~F&$m|};B*5A9R zb)wKk6;g<*E&Hxd#>LGKJvy&l?wdZ>ynozmkUkfA-r9?v++1gU^;LZG@Cqr6S&)`l zDgGB>UzJK5O7R|O2K=mPH|PHDOTd4SulJif?P!P~$wMJxxmuWrACE&*(=GL;+s`(v zoI{^P)P=>TINzORQyXTbZO((&ER#Y+`GIGbfgw~xm{%0Wq_oawI)vdw>mdJvV(3TI zqVwpjP;A7-)k%Gc9 zKM^w<3~RNzM_==Vaao$r&dt3dTs~7tX8O})Z2QTYWe@E>%1^yhV!BWG3P)dAsen?X z5-)OoF`o5%ai-b@V1|0WzxW>Hw!fKPVcK$g@lPi3EI$&k1T;helXpau!_aO-W7*hgOg4J zmbdQDA3>nPh`_*4LP5UyJX3K< zEq}j+e?eDoO5Rwj{M4z7^zB%hTJK%^SU*n zvJml44`XMab8BJv@%TRfV`PFIBTeAVdztgh(ZC&f87tyvF(7Err{N*AT_t?_+3YEXE@05AOEm;z_8^t6bmkrgnFan-%K& z9G|P*U#m%{(Iw$!LlP|BNHJ-XFQ!MDVe83wmw zLTGJ-2R7Yc&{$j{%NEv$M|%5^#pcLlaZ886%)B%Ccdia!_%{azHR7}+{zAoaDWkQ= zW8!Plhe-x}lgC4Gr^b}IHx0i%c$5S=E#Bea>&29CVa1?txIvftJFlv|I+YL=3${P%5SLY+F;^PGU0Q<*8z&_K8Au6> z#Jo=QP=AMR_wH_yY?XlRjo>kESIyD@Znq0AO zfZ95lhDHCor8(yCU0AH4x0fP z!PN+G3N^2TwrX<8i?I)ugUsGdS5%Gh3oPjJAP3Xl%sPI~)TFco|FosShhRV@{8kO> z5BhZoMkKW1A1Ix>C?WiA)w7ZKV~XLir&T@LUt;Tif>(l#$IFAd6}e0n^@G4h72%$T8O z_Vxq46CPB3i7WyJT`VEo>pt~5lQ6C@{$3#poUEkZ;x7EA-(h@Wxgu&qPp?pKhiLC_ zvKDPDG%!L!#6C6JIPukvDMkwA(~q}1PwcD3=nmWjgfE=Pik-yaUSRdb0|68drZSI7 zx!mdK(vQ2Q&wbA)BY<-{2Z7jp9ds8Icsa4_cii&bs6z63K~OHw`ygA?b*-B==qW)B z(SCVZr}&rcMNAY3Mkt3VYh~8LkAXy%8G;IyZ$u|R0lV#Zv4X-@_(U}%Q~S?O?!*e6 zuhHJu{1GwOOZjZhgucX#FL&mHF7r&nDQ9C9C1afO#rZs0<8r$^Y{HH}lsYSJ-lnF_ z|18DdyJdYZ{=2go-uwGF+&0{WUz}+Xhd8&+>H{!JcHCvi*51S@>*WE~&|?cOf=;@+GN5 z+aF~`C@$Z%71e!)lVJMvxdPhF*s-X@0jomdUNW1|DW^0l+Zr{nEF^J!s|-X*$A$aF zNn?f1hlXfUk@1~W$F9KN)4-hzXVJ4)H520YQmHE1%_C>;b1Kgbqk}V}Lo&%5?OlF# z6I@vfn8jlFFPG`2f366|xWjBp`Zf5l@G#TeEp^>~9Vv5SsnErUfGo#T5%^Bm_LRW(+dJ z_QpoWM5)brV^&juB+oD@>{h#7{BN^K>VqG{O1b8|7d~IZ)N{OI=PL6O!s`CTq%`@l zGNAT`VtudsBdqA)6crU!2xCvv8q`!(O>?Y4?2@1?lzca4-#TP4LqTIPBLsneHSdE# z@(1@5NS#X`zT&%7$4seaVq?%_hJ)!UD=Vimwwx3Q=S^t-_kTwGknwaGHwq0MT3 z8z(13M+Ysaw9b093E(~Q~fY`h6odeE#ePkM@TaCXS#q9^by{Bgn@>TQf zG?$9LbQ(h;B1ce7dzN=_f#@*1`HEcOwJif@(fbSy^<~H;>V?QfpaD@h1S39G9h)vy zYe1Ij)P;MTS%7#i*nY?!Pk5OH5}IdHIqe{<(5%Jr;@pQ>yA4q5?B#5$&~qbmBV~%U zS{@$0%i1b}ioZw!F%uAFevn2G#>2m{E0bnte127L;FbBscft8?r6Q`FHTR%F5q%-t zN?DFq@tsS|4U*xtkWGASio#E{2Y#FCmiSpZd@xey;NYi5(MS%!VRL(4_wKOcj`w-L zy}g|^*WbC=18$D+BySjN+)1ByqgnN%&&;epeE8tu!Ie8|>#mO-6`jTjN{k&H1}D9t z!%EV6fZ|j-b4ogQIW=n9{rVw4)A=HQ7MG|1wy%Z!b*yvhuiNT^StR$J&>USNVP~vW zzo#)MzfO?^{;7D;23-^yuS%ipiB9RGz`iN|iYL8n+ih}hZf|d|ch8_badh*n$70NL zF)pr@j*gDgXHB^pLU7w-4DqO@Ct?s}V<`A2iyq>ZtdwO~TGH>AME#FNw#M4Om?)*ivdHS6jWbW_if4tOI z*>;r>bawo_A((rs-mdj)3uAD##A=9ZbpwFe@o3_V#&y#(c?K4Og*<My7V2k2GJT_~6ac+mQblNu^ilB`ZjZWi;OZn98<*{Yaoj_X9(SylnpH zOJQqIlnMjrn}+d$=%1C9H%&%j-djKDiBNpa^46N2^E-347jJ%J(1*hcgvp6+q#G;J zB)d^9-k#69EV`62n*Fw!>F;+7jv85!?E%T$bRy#c3U@Bdhbr3pDs-9;vJPJd#IKiw zo`LSCX4bJp>kf$fiZ1Y`p{AkX#?uPCP?EVBQKB8OshOM8m3;Biv@$FAg_EXkwr_?ESyjdAHSv`_0qBaF#)IkeV6CQ zxe6Yq7Mo3#uWtpa*?K4-XrHn%L7gCSoBQ{_1LC5^VvXV(TU-4PZU$&?{{{(&*Pr_> z-_v{)_1}?Y**9wa;0ioP{Yi`<^uZ>#8oBcJa$)i@mTJ;jzWvy5rgCtDn0JjH|9ZV7x; zQZlpoHE;tn7EXw+RC)Opo%2WcwP=|Bckj1!;v~Dxx$~EKnl}qKej+XL4g%UAzGcoloIc>s6{rY7zN?bgQ_YT%{7w?_1UZh~ag{w-qhUSG#KhZ|G738?S z@ccLHS!EJ)fDF;}h#_{umgD*(JR;pv;kP%u8&{Wh8eO%!==Ul7_t{w~Z@^C<;zAJQ zSQzw^O)RJPih%jGP77WYDmyABcJ07Mb(dwq?Ow$43D1b>An94Wn=Auz2oi%O>X345 z33npY7n8df-XgC&pe`%hivn_We8bL6SRnfU>KDvc=3x^viH^441&;(M|TKh2Y z`YB;l`kV_yCE<0T8@Q=U6ZCNE2=xQPNOEs8bH&`ZhUeybm!BU+o)VUC%KK=auTD25 zEs{3yCc2MS#(gW6pCU0dZ`H?BBgf5(g)y8-rubHFBrzcm)lL>iHkd-rP{Ye^JP7Dq zof_+Y*+5a4+(oGcf%8hFwtbF-50z?Ri{-iqhHf_#5{C}LGTd+-rY`ljS{fGQ?y z%0TP2)V1!u2|`j-T%02flY-_hgfZ>-ep5Afzc~U(l28b*2+kl$O-7o6ma2-S{aPJd zIVm>HU22%dqp%&#k@DQSXgaSHrid%>UKD#%(pX{mUg%Q~7{vF6Ef<%&9>h3D9c)oo z;B3o~!YZvSE4<>TMDmcxE1l}5lb7Epud_lWoO0?9p%T*536Mw!+gv%~pmqQHbuHt=D7J>><6MPvQzmPK^ zF{lqks6zTQ;}p9hsywJgvW7U6#CFiyE92_Po$G~Pxcb0S2{XkYU>FmjymGgQrRE$j z)t1iE^&zA|2yA1qzwt4<`OPQ9_`$&e0#WzTd&!vV(zMBqdA+gon;zHEQca6aS$SpU z_W3Q~zh=~}G!g7o*U)(UJ^DzMXJFK<7*RXL^T{9jZ+TfpnqQM^i}5%T{~l_LIs*#M z8o^{Qz4XOLk^kffHQnJnG^Zk`q@<=cHfZ*JxH%sjHk~|;NKZU_{30hPRjbJemw+-ZVyZ}|Od`H| z=}m>lK;l$Hrc?E&REP+b#k8mn)a~;n(Us)r*)OnxkA2SmvB%1Z9S>E{ zHio>8S(hqU8xsD=%AYL72+znA)E)cDsBhx-2G?HvDjL@%qoFY{YV|rmq|4mOJXVHV z+^(#4vA%A-%YFP#`!zdzp~iL#xUu&@oUBY=Z*S4}Yw7!8chiS8QlR2ug|B7)v!%Jc zo7RjX`u>WKfUpUE7k3AceYiB@#3&(JJfJrWy=X8vBNz&cr7L7&=u#h6ZEAA-93?nA zoW$sTw9r(O$P1-dItXvtOxr{t(hvyi@%H^5nU zt$w=DeNA|SiEp&u&c)T;@|pj6{Kbdt-(z(FP@e+#m@LKMcR_Pl&wh-MFp0Lfq`|k4 z{M0yHf^^$gz2S}IxrI7-hT3C}BK};8uN*&Z7-C!1;;OG0em529^%PY2*hNG{i$Wpbnt?lSwDWoP_c6;INg!#oS3%I5yhM3+R21mBD;21FX67ye zX>3a&!LcJFngBtq&-F>|SRYx|RfyC49Jk=oB3>HONfpoZo3?|>< zjgQ3^T)F9R2yOHH2jCSF27!0p=DJ1#D6)9uy~nl)q%*z{Ofy(jlC*ZUGiO)?%= zX`ebD9v&KU{m=YfOQnri$4!~Vf{aWJvobPfnjA>gTmzw#0W~S9W*>uAcoKABPu=nW3@6+7n5+z{}Gic(HI5`p&z- zNF=G>w^1y9Slh?tan|*IQde}Y>S;4qfjbDiHmzCcg~uphaBJ%B9LnRS?7FJQT~Gqw`KaW-1W501r?!NJwlSO`NRij- z65yrk%OjVRmw!cc^P|aJMHtrB!|>VmE`3XaK5Sn+rNt?lv84>O9S0njP45Fu&Ew-E z00CyI7wPR}k>!$6P_VtYM?M6CFazHDd6~BRZr0@98yN-hqyt^~tsD0LWNr1$G$?bfFdkj5baX^&i}x#DUQAq)1Gvm)5Yq=U3C^q-UgB?CoCa? zj;N-ktprdo8@~`ED_Z?hb7<1vr{7JEIx6e;?X)*@WItEA!}(C4v~MNRUB4QF8B}4b zqRK3P#V;iPY+D!l?Q3mcF6(*`GL)MTIbYo}2aBYwwa-$WkQgu1pbzVil-C{iQMuTA ze7FI;#lYZdXk>EVHTt9p&DuZa{J z_&eHxoS9pH`t;Fv3g7>mCMMr@s)xuG`L_8^8!O?_iXGU$W<$;Yz)W3%M<<78F{1$4 z6a|zKj=6}`csC?w@{@qY;(K_ps)h@NzMuK@ntp9UR$aYqeetSLNXm&Km0^tXJEj$Y+EfbBc9RaKz`%Q(qKDE zGwyr!`v7ZHnz3-_nD_enI{p6sJlvn&RMtuZj7@L{AU0Kj4LX$Aj*EzI9|tv3_?ePS zu(I+{=itoFNLfV|u~T;Q?L8$84O~eVzxO%(-|rWtj>IsMqjOlne0TI4TBHu!7JUNY zNJr#rIfWH9Jb#BU5$Z(s(XnsaZ=$D~S#EboUhd-r7oxjJs&T9M{4<)nBnoO{Twj{5 z_}5ZMp7eX3gT#(#OwqH;bK&$fI^@?cPApv@n8IOrHkw)jms;HFW%sR-2}F*VA_%b) zY$I#`N{jM}uQh`$HA}zOpxUxuk%5l=%alo2-bdM#Brt)xU@6p4EE@@OoNl6$@;Vu^mccjmYUpT zc_w4lk1vJy)j_uZNo0_osx}8n0*%yN&ULG;@2C)H!E<`?deQrR{+nVgj_U>Y(Rjc` zeVkK@jg5ySF!j=}+?!qN%CnSlajEsDSP-g%Lv34EK0U^oWW9EJ#3ZnE}B^ z;6vd)9$6*Z&x#Tyyrfgy)JVY-H`3dptDwmq{Eh zD#XllE?q8~GJu8qsTS`AupA{iQ{e#%2v^Kky{u++q-fp{{BKYMYVKm zZ@9BA|73?WNWhqmM>aa=3s~A*WkIo31Vpk-YO)|FY_fvFR(~J+(Tj`W;o)1rbG6%( zzO}W5yWncJ{1lM0jihIZMZ%Ez0SASF9|9xV>%eD|HyDmZ>6XVVjPe1Qu^=%F&@qGp zpn&o6HDf+CJe5q3&r2<(j+w6}aXdP#D`#6Q-h~R7)EY3emf>mUXml{4xtoyJ5sn__ zC578QQ1x&0mbDmt%*`=*eqmldt6q2h)GliGNPU0ZWK>I}PnVxsWP)}^{|*H10;#(( zmHwCcku+a&a-I%o1FpKGiT=yx;Yb_Q?YNr+Vo!j$WnERo`1{AL_lJuu&$-VBN}ACK zM433Gx38~tueZOyc&vHsq{jL6c_%>$GrqlH`!-ib(yR@1SQSH6WmCCtL?DX}0)jOK z<>?*#3&E`=C3D~0Lp0sarhGRc_&v)Hl@=FRS~dk%X^d;aL+QK1f;H9g)RTKuILqf< z-#K@cLon(O6vybDW!g_Q!q}wc*pT8QdJL0s=Q8B0X6%HhHe+LBA2wb;Z7eJ-oC5tL ztxVwa<8?ZxHT#$7=wvzSU!a&5oKVgPIEbF`tv7k!fBmc;}=UpdORyuFGVWy_E8yA#dRX89hDwx0F#BoAy5{x}@UTDEP66}odF$*fkjpX3F!)u%3kL_Mu_9%JB-JhWM_YKQgh{G-9 zK*LTPh9M@>tkk~-eN!XLZB4E3hXNhINP}7{d4GA3Kp?9a0zrl(O*pC?pEy)pQquo& zZ}NMt4*-?}1H7=bH2)i(mI}klNn~nJ&1IMsO9+&{Ksk?>Qxcbm69WcVN*xZVZvRE< zM;>yiZiZg{QcNWd?YE;=wnucxvkwf*)47G3sgg_7MjXhZG4=Arhk)3Hcj-=|qh?2} zvOi4xe1Q`ZrE{+o0qXSp8gPGg{ACUypbtVaQ%(Ezban<@afiB6IGjUeV(%+KOy9cS zN!*I<+v!zk!%X=rVF;SK>TSWsp*M}#oY}5VNb1pQS0v|Sz_6sCU=8rbnoQF!zXY&T z@8cyL*-Z5<1=_p6Y1Dmau=Aw+gzC@KXl@u+;< zp)3}#_;|Z)FM7F2w^~86LYFXkn{`y0B%RR0-|&*u0V`bEBck8>CI(Gzn}dKAIGvZ6 zV>1L^qBWeB3U88U&(a=_WfM+1o^SjokXOc`6r^HFSQV#tLiH zsg?5iM}I)WADpJfk7c%$Lr2VbjR~WorhNQ66Zxvc_pUoSh4ppLm)RPC?kei&aO~H^ z>pc8EDi@+01!6*2ZDrunmo?UvWJmqDEf{g+Di=wS{dS09zAiZe$}3Ec7wSckTe)xF zMg>MtP1XJr+}a{5wx8CwTqR85^28LvIu?_~~o@s2vy_v)tVY`GcK`6ftn8$6`fh0o-Wo_ ziin7(l7h3n!04JObuxaX|H>=uO&7snNLH&rsH`LZBR)unHa2!R3N#!QOh$%T%dbA@ zYSc#$QlLV6qyyn^y7}0-0HW;IRa$d1#XMX_7!NBzuFmvl0ORsR6w2lsS(mfmmp6UF zIZb+y?LG)+C`z=G4ds(V@zS4gCSACK23+4?#Wl;mW#QD=&&2ImhM>3loQ9!lpwIZ* z%m)QXP?&ov)MktF;*Xb5g^Snc45Ux66k|E`O=OLX-Nkx@v&ZMjeLyH&DuE~ueYnm5+ z`Cwk9Comy2S^FRo_5%EEWX_5RmoN$AeY6HnQS*rQMvWTu%O`#oh!Bx}nKnI9y(g8u z%Y5wC8#=JS$=#f9Nu?IYM%2u}X6^B0DP=m3sez&4WN#yRgXM?AD~*3D!ijvp_srHJ zsoU!)k`RG*$Gt2kSF)XPcZ!5a@3kDd7}wj8SW{*jf`Yovc}>4`i29xGj1{Ps0+opK z(%@0*xUJHl{AoG&whI`cPyYT259iE%GL;V4=_epr+lVIGbZe@w+L|nD`CfDsIK3Fm zMpefQK7!ISV3Ik+h>%<3eck-M!CbX$dQfg4FSdD4RH^Tk&Lg zc%smyj>S?WkKd{jC1<%9m|VXE9oC`*jaF1i;89C^-W_aQm}GKumrwVyc$ITive9RV zr3`45O)3_kfdJ?Ub}{ErsltAJyd1PSm^P$K!ouSHxCsni-U*Tde@*3_pi?@EkxI{- zm4W__Zc2+NJ8Ya8hg%bA{=vcm%T)sxY3HboPHgjMDz`%>^Y@it2 zEoKJ?Dbo^#zcXszI#Ab+drcUN7V>}_3b9ju-r7!^c%C{fdbJpPeQ3aaV=>u`#B%rd z5=~`?z>s1G9=PB7$I$DCk}{7yFILhYmux1JF6sH)!c^$FWRW}%Q`8N#W66vA_);Hn z5nB4T0R^AZcwX=PF@liIIyN}#`vA>}Rl6R&(_fBQ<8t{ihn+D-q)x@5FIibF{Rd@$GbsRX=&N8YkZHsd$!7g~Dt7KjB}+(N zB|PdhmY`;=*T&PzW?ymyD&u;0N%POgQ!RQ-Le49|rEEV~LcRbXsVU0TD3_m({zWD% zd2S~alnrrK=JAJwJR#K{&JpkfpZGrtmnd*6$r|Z1s|Nqf6ix_&r zu3fHEK3N){h(o=goG!{BnR18CqBy%h$CTO)i46u8M0maZJGjG#VnA6A=mGGnjd&8` z;%upH?R{>4?^goc^zx`p&AO#!S65fX{#LcKbgn{boMM}fAZUe6DXL+UrV&Sm?k9%g z>->QRaqh2;c**e?va`ZM1 z$ba69N92VT@m6Zb2pBT!bZfv1#(W`&9#S#67w5}p+TZeO%B}0`cDHJOCJ2RG9!ApN&3_f%;BK&H$Uwa5 z_3|$-mBf^8#Sf9&UhH=~?f02TUIDDDQB(DaTE~T2ZwB!D_Qw%w z9XBx@Y>3w5_InfYr?bkygY``RrRxXPrXQ)`Z+pGHEl2Hs*Ex$gM6$$D$naXHcL#@N zeT10sJbTemg77S^n0yC1=Co>R+krX#NYBX9%|sPcSv0^GY~hu%CiecmQrD&&bH+z9+q=YSNHxDkDgi(kTHA1di$V z+}=oC^y8~(HxJi_XG{^lmZ@;M<x%l)y5Fw`HO&j0qAtbSTlaDK@Q>*PZ+Zb~`CF0^zq)@AZk;}f_y`PdJERYgO@ z*~cAC@KkgNnGK}a87!o8N#%h#&8|Eqd@W~pw`8%!p>7UPLoF&6@C!-WN%@vLiw;(> zSR9++T929ct8BelB-RjQv=D${D1Q36Qx8TV28XA5ZH52DG@=iKSOzgEPXACc)6zIM z>wV@ZDNMC;nhK5<#m&cX5+qr!Iz{_b#Y_IK4tZr_aqgac$NIUIfa+wP5Q&$!@+u7- zmrA=?!vE;F^bq6V|RG4E`| zgeTFG3e|N~2!J#^Liq6o`ET24Q9?$PsvD zlsdDz@W5c_+-DM$?1?A&3#@O6Nj(SU3Bhf?UvF6G%#!FN9MyN}Aegh+@IgGVQpwoZ zm~l%HkX_k+eew4E{5&8a06u8MqXbhoz%)P26n4PWbQYY@hM|RHF5;eNN{*?r_i4u$ z{3s~r?}l{~3x0(w54rZE^lD6zKWBc3AGW&0lEWv{fZAGwJzEdOT#YK1jOf@n2ZTps zi&XaEYn#%#e8($#nrTixWLVGQ3Ur({zjhNveeZ_Xt4*Yrj}8Z5O`Wp#y2f=1ovcG#UdH*BLuLG2uO411HEo9ES5-x; zv#g88C$r&WC(+(uuZWWSS!KBz6&&ejrb$ICQe8>dtuznYHZ-yr-r*<_mJ%~Bm4v`Z zllNPI>f{{xNB*Ztc3bn($w1aQI>s9QUy|E3D56C~ghDPMuTC!HN9NlG{c28Vm0Ba? zxMKj3g+J9dS_``RFP6~4H~68jA6kPwYrwFl@duz&?xs6{^W$~#MIu95S;Nxhc3`D&<-p1+C<d&UEX7tF!0Lz&K5>Dw8z9vElK1Id-vrHW<8xQX{l@7!>(xQdpiNE3DP;%0goK2! za9v~LO;*QkR#{mY@P_yCx%~(1l!nH1Cx_!j?gYg*B24@*&$Kf%v41c zpYTpd7#ENHy&e&_hl=$ZUh{`{XP54Ki#!nZ$7w`_Hv>AA(=;Eg%Z<(`)k)l2uIXP$ zDY&(`v13who$S9f!#3aK5&u>VP-qR8S0%q`hjR$sN9pOaTl3`7QUFlQ(z?$QP{|tF z+baqW_V@o82qw`J2`_bHkv$TaH~w@A`PRjn${6{hgc#1=*G$0gj*kMxGG|#=WuD(% z+1M#eh8pw1kjlzYTkz#E!{tGS$oxZ&W>%!l!pF1KvICG6l;O^P>dbi^lLq%q?moLR z-G&%mX8~~i?gc#e;+VP}NpG3*UMe~m2b4lzPI(y@H_05LwaXh9AKU8nbXoWAvHiL& z$iq>oMDI&LKs}tDR@|f5pqxe~&>!F--o1P0>3LbzM|0naF8zj!gp`ytJw4s_>W`H` zrta%peN#gPS%HXX%%+Efa4bPT+oG#iZ%IQv4A1}JAPt56@QNwpj|=8T{*>R!=J_s5 z$_j!|`MjnOWmwM}B8y~KHxL4i$k0>Xy|}#8MMKBD^_R}w-{)11t~nwb z{#JE(8!N)Gn2Pwbblq(xsw#USv8u{_RW$-PxAw2MA?=ZGi%5bv>lPwic#j(CeO<1^ z#kRPr$0EKH_tHB^#!uTl+j|HZ2+&?S{bc>56;c8o5npCNq57tcGJe-f@Ds>9EU`*K zMhlTwfCGah&~8U<#{30z`B8Q}i+mtRPOy?vW}(qs>I=SHR|zVwEB9$a z!4q4vR&U9%oHMR=HdW)!e+$$Q?@X6n?kVQA9XTsQKmzok^#b!VI0Mxkzaxr&ri#~G zJ_EaEfZj4*D~g>FQ{K$N(tn@iN9sE*hf&G%VE|@qyIztIhZ1_F4K({IDt#Wvn8=L# zU0rV!Y|e)Rbq(zoU8$Rj=!ekP;R1z|fIn-55Vtmw0RlEO!HkZY%7Royzf$ni zW&xQupcB~R2IL<2E0-8ezkts`+I21|Be{1QdDy>;?oTar1@1&lCm(ykIzikas?d*D z@e3%pqCL!xPdu!HZZ|zFr{=X0KHaeqnes3ELXk}jUC%&4~>R_n8LX&Ri$p;A%mqMB4Aa27SqD6RomTn)2*8#e3$Hkr5FS z!x%QbTO(!d?KPgZ233x+ZJZC4l>rCZ@9F?Uk~eqMVOa?mC$wC{IN?VcH8Tv`-VQS( z&t+X~fjAj;ZR#ztLp4pX%>-o>1sX9O3WQ#kZZNSoZR#NN-~!A*=TLxrNGUL`DPKx= zf|RGnhOHHW8NRmA(-cYLyED6;V`yj$G&%9JdhDrV6sY3ysj8wC3RaSpA;IL+b$y%* zxcQAghzzs009~vaV<}Iny{|Y-bZg>zgH@YFDuugd^jl_6k@t>{xVA>Rd~E*2?@w%G zT?y1pi0Y=8J2j6Vt~E~!Y+ekGS1#`O*~!$kMuf&2vKf27MTa;H*CX!W1Hl4-W>>6ENEd@X+0a9NQ;kQ0*$S zQ}^M3X$hQI^ugq{W8G+pAu7ra`ijG_q^cK&sl)69 z?nAh)}r4(FC9NRTf3O~_rSmwOh4J;OIyBKe1zbua--6p9tZu{Wcu2aTeGkrqUM-T_?xidKa>eeW#4 zQY2jhGe`;YT@gz^+I%ux_dB$i^j>8CR_0nGzsPbE7b7~=qGg8VoW}`v9?X21n)O}Z zmekpja=WaJ)#=j1fq#<6pguZtHVKX%ax5I>#Ps9mXh~<>HYvdBdBG(99obnxt!YyYSi?9=Vl1oT-UgH+c+gGT2J54xWuVy>uSx&rSxb@E*PugT1+9KkflPI1R-4P}rF@m>8*)8;{Utra zhG!DGXc_I_q#!>V?Gklf18M41yazN@;M z>I4d#bz<1@*gL>=CmT%rMyDU0K{Ik9B#%iSocS?0DmLxba?MEJK${uY2bu-Q9){mP z|2Z}?GyhB?)6 zEml`I?$U7Ljz4;d(st|KvX-yzc>cKX_R;XVJl#xcap{nyeM#W=v}a7-TLx*h9G1Nu z%$pT?at7J9}6+Zo=b&L5QJl|@2k+K6_ip=shNrM7prOs5&{+U|Aw*pHY3veQ zEh7LD%+n}WnL3;x6PPP||D)0*MH%@K0bJ=@wRELEZ%h#hZ+rUmAwVJ#zt6>EL{39B zXzhM!5a46q^nWy6Wl)q|8(umpu%D6Gaphd-m@hde2lSDlm)U6pVePQ=wbE7Jais{;4 z9%RBXZZ3X~K!^<>;yHW4rzNT;&X$E5j0Q_MjxQeLlsR~GLq;BWh;@XjoT{-29uLQ9 zk9>lV(N6$UW_(<=)lky=+@Aekxdz*&!kkN%oucBiH(6e5M^1nxyuH0T`Sn*3%5Sco zBpn_xA3AgU%SA=FnrWY3z#ymnEl~U1G&Nj1!ov^8mAlTFT{_4gCQ-^W(P9Lj1$)$# zydV;@IKI;BLD6e|iN*iIddhBiDjKc6VgQCIfWMJKT^UDTNnLr+f#UYH37d#*)^5s` zFIx5qIS|=S9hThR9|MIOm=g<=fB?%yJZ~a3jyK{vhk5^%Zq4@i0UNPQur?+8BzyP7 z>%!oqz`u58fa=7FwJvB4-M-05`f0u1%!#$nKJwcd$7-y|=d(58L6?vdBP%18$zsSO zQ{v1QwNA;HnsgYp#aEN;R$3|-*TO5#4^HQf-dBtZ=IBulxy0|*1fklHAjE6b1QR7zd5;g&$B2*L zGnwaU;{mf2LF!L_53ZjiuGv}o+H#TJ|M4+ss81q1bLtaruIxONj zK!pu_u?l`rHC$P-NXHaOAnR%3>jG9pkOvbQ@yjNjAo-yb69_rX#A3Saw zk^Gi4xanG`M#IO&!I2G=-v6ny?~ji{LPEf?usoBq-7+|0;ie$m7gx&rg1g5)%5uvw zejCQ~(~B2UoWJ{}E$mh7nJhWdv4ul%o91`!t4k+!(%jp39}mx*448GSTXv3~ga@Dm zgflDzX#S*{ZW2K43qEWji`Z=@sHCg@;7B)4z6i#)fYlHaJ1LX7g*b*tp4uqscGy$B z1$30>Obm8}j*cYg&qHN1Sug=l`spPKL117y(6;{j_phU)1Ds-@s98={mNGh&sRHfE zY4Y^}2gyn2r&;2wQ03nDf$6Up_MH8`g(PVVx>FMe;gDeW!mA)Sbsr3%(t$CqUo@z( zpvpVKnC4Mcb?Q6gP6Rb&I?lvyGk8;>!}ONG3tBrHubNS^)9A5i(P?lYdt$bp!6=cJ zsZLgu|1rCVDmtJcz(dsVhEt$DEYu|)kG#L~SM+t?@4TH`B1V;~dY{{ePXW z;DcPCVk``wMo{`pw^fz>vh6<}0iIXs|8NiV^o{x@3jiR-iBB42%Tp{=E7K)GhDkq~ zV0LJ7_RcB5gOWGjFA~4};a^uf%h+f3J3Z~Uk~zU!EY>e^m?R(9g|FbNYX=9p4_9Pc z+uLqU-we9QUq_NpV$+4hDU_9$fx?s0HtKK^3*l;Lf+Yn-dbz4unBemZ24V|770$S@Lnb1P?%&#G^;DZ57HB>TjTp z7b-ot#rwMiD0;Ra5;8EV+`;}cWT;41n4xe-+5K73KU4G?R#Xq_{ebzTF~+nN?qF4U z59uGvaVq4w1+e^fea;jGFktI^_xRIfmCKY5)CBSI1Y;Lqk$6&Q-$d#o9f$QMjhk+j z6!{kVTDl+lDW>4R`!@Aa0MHne&M5farOf>5^U9IyqYY9UjQIR2TizPq{BgLAPpkr~ zaVaH+0}i)dGO1kt53iRkCew~uE?ipgywg1hPD#&d@4W0Dtu0e)_15<^*^@#J#XfBB zj2d+0A6~r@?UTGVxDXCRPkv2${2+6gGhKk80ofkE_lo6Ggsl3^3pKr69u(f)7; zc1gg;{}pyNwzRZ#b*-*gaN^_FGkWA*Tkew6$OTfk|Xz)Goe zNkVFt0+ymP?-fv5kBMI_94@vze*73n(Z$C20D1k1Rg{=W#%k8wtmj7abx3@fEOX+3 zl$;n9ov}6ugm*K`2 z5T6E-2!H8aQo?I2)@@h|cqMex^NQ7?)v#jP7F6H>838rr)ADIs=@LacrJ_Z~VG2m} zFG$+RCdOlozGuvPb-zJ{>fNkaY^&?-C8$f?-r5#hE*08KSJGr<{p~JNViF=5F0AHB z^!3$IgUI9Wi$X2#=gR8=LIfE`l8=XRAaH1l_?l7RJ09ej3P z^u@h_@XDpG^>u$JjtiUZqX1k+3b&3YjLy{81JYl}1)>kW@xd4DEbE^tr=)WbW0|d+ z0mD$&K}c_DWS#CvD7v#js;PtBC*pPLZekAgew2pcv}sD=!I#pR)}7=G!N7S#A;b_& zyY``satA_AEhkcLRv^(sX8HS`fo{|y)RF>XHf&Ja{+3u-N-`p}_ZJ zQ-{qnmqQhI2#H*-)N9VsQA#tsr(&1ulK1PN+I1TgkH|@bqZyRPY_|RUy*D^ORB>D5 ze?Cb?wg1VuTa1Uvmo_mst`SuQmsi65`#{&16TG@btJ&k1O7v%!iq9T@;pd-;?TTUc zkG{i8aIDsBy15$j_j_+qs9X9z8pG`qG;`WCO*teyFeE7^X|Qk9WQ`UYB?uo33=9NE z*$?+^KwyZU?O~6#JD;EKsuvqJ)qB-7SLJ=|h=px4Q70@2i85mg7BOx7mp8J$oV(0xM(vq+m(4%g-0_pke5T1p zu(gY&M?||`F6|&VA=Su4SRDTKy`(!;g#jx?23|hI-Y>koLbW_A3l-|w22-Qw&eSc7 zfWigiQL!*FOPN01)idbrtB$e36Z5tIP|{n{Iq)oBQ2$7N`zfZ!>lIT#bRtR=HPbWs zELQ>|fj}Daf{?g5drj79YyQ3;eR6VgD8^vU?Fzw$e}d;pNdqN~ibMZ}ZmF7-F=|YG zGp;}YJfKc2aWxliYK_8>+^U&`oAC^$P4&c8%R{Dr>0F+fxG=0gh&(>N9j?8{4`8$AXp8dJtV{k{w&5P!HnOpQK zoh7`&NIoA8%N9rZ%vYipw6v_{2gH9f=eT8wNgs!PVmXzj=MLN!`fn>7$(Bs^bg^`` z2j0=;4+r4|e?R=~9~D0f(3}zaHB;(2tTZEJ`~3NH2)BsHoHaj)g3+HLP}s!2nlTgw zdYs}f=mE`tH&3qqE2T=zz1;v(ouZ;5iR%f_&(P2CBjyQkdyMM>7I&-^n@&?x^M0iL zPACkI1_M%}Q7{p}g7%V%F(Ja!6+KAV966g<%ZBo#Alw} zX~;XM6=({ytBI=J;CsAql?oZFZU` zO|PMXWw9?H+B71CU)GxykQ*@R$7Sitcr*+vr%vHa2V2Ogpr5*Jp5BD`(ooj;x^vPB zPAH0+=>l%1yNE__@s%SYrc{Nc%{@nT%x_c9s_a(e@Saw_Li1NkJ`SUTFlwm+L~oJ1~wL8@uvyV zll}RtG%uYR?|JT%PlCUj`9N?>>CCr}@$14>xEZ(|#+}zpJZ|h1B&Y)(A48ZXf^m() zT{PHHAaO}V!JTh(C;4hCY=qX7>Uqlkc*2hj;-h9P^$xV1^dHVeR+RHv-Ad#P@XXbw zAmlbT97kqRcxW!dgrRJO3QgchZGE* ztL>7IVsQI}r3a`!>m~}!%xWr(gx#+Bxhu-cQM=4y#n06x&(wj9nCLt38AcK#YFPY;=4 z1{%>HdN2}}b8tjQ#e6F-m$=G)_LwbMtz_)P*Z9-0T$g`gk^(C$306E8v8=2d7z==| zJ#Tz4-mC@-y-cWnUMQ+wE#sQom+gQl9>YG-<7pe$G_Yz(p~QEpESL_X%-hoY zFO1g{(El}gV*SINog=|#vCV?#+Y{eml!j7!5yB1IGJ_e!-h3nAJ#u7I$2ksmlY3asruMS(;Uw^8Bq~1VuI>=E~ zIt0Dq9XgI3&E~2Z?T)Oe{?u5Lj{KV3*Fo;x6pV`aekhWoe2;?4dclypE1`(UMtb`D zbJaP_*D75Rhp+`o(IzWk27}xJaR~{|I4F8h5+PZ#b5&DIGhd`>aaDU_7p6fUVOAI+ z8!W+3cD~+z9%Do16NAp~O!xNT5Y{SFMnH{h?N ziiOK}t;@d01I6^K&fLUcCykev#@O`RV4#_6aQe?EPfvl55fqW1CF(iK9UV<2q^1yA zm;h%b3;Jc;tvJ^~Uj=H1&4#&Xno`?bFxX48VGZwgWXg4vB#<2AU*Xtsk6W3weAr3r z*q<9{35kk&1IMTmGcH8X%#jHrpCv37;lsD#!d*)O`J)4u5E; zun=xHw=(2qiD_CW(iVtEtro&DFp^KWCyyh?+Xn7oEW=BPd; zF{3*8F?Pcsk~-<@)00h=6D}S!zr?Y-Hy8)LTojcf2R}0{I+8R2Yd~(@{UrA1e_A2(L#% zp&j%-BS;;Rqh6K@E5(GK42D%v_OcO2A&0*@rm8`RhdS@{hNXN(M~sCz?yV zXY<0*ChrRJ=G)3`L+jIjnZL8|=L1efV3~6OX~7qB{@WC8L)U{uls@%Z39Ko8qnk24 zKK^fbat!o8vOkTTnV!A_!&0J6MiLutboBD=mUxj(pJ|l_@73a8A0cwAr^3$vmfIg% z!EOfHg^0Y>>$4cIxIo+Q8;?P42lwv2nSzGomsjK@l_`DqY=%b)n z7N6=@7xKQV=QUPJ#<*^ic{(l7eQ5zDmz}!{YgVkquq2(g`Y4l3Vz%UB+#O z;6|9nTT)U|obI&j%;%&EQ7$rXgQe<6L{c+z6|u$FK>+64$yy%GU@1tNi!@ZZc%Ls_ zwwoJ|TKIA@)lf~qVH%0RjZRNVNjW?`eD~r>w5))#BGcritIpeLxI`=r4;>XsM^P7p znanH@%tkTmGq=-Yp%3|)fmjb4(i=xqnCdva`h)CDom<~@RKM#6h@Vk#J^%e-!nXIH zKa`dFmmMNfxQ-Vd4OnJGs0>l)ub?JT>9o|1FjO=sP7uc-N#jx9Xf8QAS&_~4$Zzy@ zC1#=+>Eot_cm}zza4IUw#F8Y3d1zyiO%73n>TY5A=f~_bdI!xM&^(;EVAY3;A{&a( zK-kHr@CVZhGtNUQqJ*!!i~%2lwO)kXZ4a6Ku>RhI8FDAko;qi5zZ;-=n=^+s>R&3b z!c=yh{M`jtJLB_YxHbz+zkhRHRI_kDlV6-X@>$TTv!bFpKXqT4biqV(^9$vfc&R|C z&rMA_ZQ)A3;(Y-yRfSi1aZ)U#k+`uqK%>GhD5#>W?6A;S)zHvTUhcTw7d_LuZ(wF- z#`WhzxN)`1P!aH9dJ8SSOWY?WKqqRCW5Va+f!ja{;D~9ps$d@30IZO%jg5_|jUGTe zez%|d&oFDyZ&@>EnrBUpv7H6WXCVwxehKHEu`^94h09ygavP#l752Hy}OX{Or}o?H@mixrUR5 zED)32EAou=o+%D|Iwn&>1gRgm$Q~@xuUfv5_?}?OL6bKlvKJl-?_?u=^&-zd^BFiglM%xEcN|C43+y$%>Ep#C zuSjq69CDcTuYQXeFz&8H+^3CmU>TG1R01f_fY$)H;fdj` zMBlscv)mZD^Q5tNB9MYp#d^BBnir?F{0%)sF7sQYHK=*q@P%rn$?EKE{pZ8z)GsUP zS4bWCiv7ay3!nEyMU^g%w+W1%YIe5*#eh8FepZm*meE0bH z`)xW|d(UQ@gr#@<$)k4i`~XH7+DhkS<2AO<)OntY*9Q$O4IWQxc zDET0MfAT9J`=<(tWT3Vz8Yla(niksArxd$~I*HFyVseDjk%|rVbp$~UL*ShI^W+J6 z_vO_QVsVjUWaPxn?MV9@_!J9jYD$_!V9+UxpCuYdkhKL;8Qvy=A#bQUsB+ktbM%x1+wEkGJ?gP%95e%U6)2kDR^Hv`KlGx1=<&LRxL!W1M55Bz$VHu-$u z3l9vgfhbIxCFP=$EzzDrLm8??3pDn;u$3v4ofCe)H)U7xXR-ArIes<%WP6Nj!?lKw zFCw2H2>c_NZ>1l&1lV2MxP18w1>A)0(9> zpNQ7>`)~E$wfSk(k`~iVdj-6?aOI^zdiRH{I8qXl1@SQ|(s3xf%Agi0VKr6O z(tDBq0wf2eJYPo9_44_^nQg<56FFa$&vNATU4xA-IHH%nP-EuIv?^_ETX_;lTE8TL zvGDQ7mojg`13>@>nGMTVqn^M-M*xq=rws-%u`;Y6jl(L6HRAZ0|M4>|hj|acPzB!I zv|mNHNIo=pw*KA9p&F5TemBH z38PAOZ0{l}X%w`C^mh^YELeyg`XA0!s$$M7kcQ|S0XxUGE8kMhGTk~PL$X5hki~rc zdbqS;=4RAxa||X5r)|;aeoq${3Z47r%1RKxx3#?mYa= zql1nCMCAl<4h{~gUrwNcSUFl*d1R!l>`w%oBt#Wy44LHR7)sDsq+qB(e}Cy66IYDl z&Bts*qc^HlvtWKb)9t$bjnUT{6r5-c9zWr78`~R{Nfk;F@)-SD8!h8oT8X}zB)_(x z{7Owjp~QbQHBv|awZIpl9|2@`iZPf|0y~tJHhvx%#vSPIn?lI5_!+r$QGG6og9j_E z)=0UI@;~3n95@VBvx`#Wu?BxoZ-AD)c3#~gbsfzPlIQ*NxGC`%12!lDCs{EKXGa6r=3=o?iLh?voE)pN|br^Rwm7drc)>U54^Ze=3w zwJ5sat!=gh^P&H10k$3H4W}sDqfz87oCq(-Ast$sm{)r`EjfV9`Z!77GO_ESMqrG zj*&1N5HVi={uz6EdO8^`i*_Sp$s+OBzf=ih@jH2n|#R68X18JMv?Su zB^GMk8p{z-$_-MJG})3_3a5XE{(BOD-nN=GpkP`pL05HN&+9m@9y zo<8;=LOcl?V;pj#*YOGA(qc~=9NO$=${E69v#2D5d=3}J$HS|tc)D5mEcH@kSd%lV zYIk`wSJ9@w^>4pHGCudJYD_IgZx<=NP`2)Nf}{D_=|!`QZ_@0C{^tA{;EUSBOI98% z-S&slxn#%qm4*W4O@|PhZr*;(kqOe<_n%!y!mEDUMkJDuM(tqj-pgcAo>%Llok_y@ z@0&wxLBn@rg^vxN6CbC)E2=9?hVg=iXc3W;5?w~>l)N$X*b*Hz-n^1XidzyZ^?hIwUeCD$0JLaiaE{f6Ij-7;m@6;c+|KvWJa#26JG`UllC zYOcs)9>c8OAw6p@Yi`)I-a$anyt%nWCHKYM4n7UV6Dkq!EhT=!*G%g57P}ecs=fTm zD_uIBic2yA%FfH5hRhpbpRl7|LOauN;*3M!Jjn_D(P4*uj%scMG=Sm-x%JRXe9IS4GW51ywgmLvTBxM!EIm?2&s$!U>c$qhR_WJQDrls}I! z&0sd8ZmAOxnOjby-7)X$dq(ox%BTqeKaL84oaj}Qi_;0azjAx!{m~;@n zAAXBjdJ@2d_DjRv&(CBs<#~p#C@*gG-^Q)qp`m>m2FQwri@nkcM;n{)UQ@k_#j)02}#(Y;IFCnI2_LSG-ztM~a=Z?s%%lW0N??t;HS7&h}whX{(^cK65W;_U3d z6w{!5maLPUoTu>q(u%eWg&6^U!Nd6mC+C08jD!>KT3gG?ii@?J4LMUW3(?nQN*9*V zJ>M}S5C!q_P5NxaSda0k&4>-BzKwv-+a9?5$4pw0{8(+Ch+i_ovOc~5p(`rP$o`{6C{WV; zj1`FDMpyZK8i`~JZsZmr36~9CQBO>4ek!HH?eXXo6GALw25!`Pk3YW`;N{wE1W_ai zlAvu@>=cVfs3_su&)7-=B|b3gci`eTVbYC~lTmZ4hA8yQvp#a$qQ(1NKSKUEn7roI zs%kT58B(_@Ef=I>0m!J_parlvqJ00o)Y(aS`YgItSx9)FwdG%8<*r4F2`ZH^1`M%u z4sow+>YTVHw&l|-{VQyTQdT~cv=8FU;jD<%HGLXroqE2&@t> z4RsrCV&8|d29m)dQs{1=F+XK2`o~SRrq;4(V^h79a$97+X~01EfCeuG4m#;p4LXtX zTi{Ms$q^eM-{08*IYpFIRCbPzcwya=m!0@8UcBg9{Rg7iKm^#u;bP{{<`)h!NIr1w zJk8C>$VkijejM>!y@ataiHBKOi#XXulcMNN**j`MS{S_3xU#g=&fy_rsck9Kv6`cMx7Ve8b2%r0B03t%e04-fKKrze@?$oGGJ4o?tFzV%S(VC< z{A7H68G5>o-*;sL$JO6RMsuU!1QTv){vr(su9YA#{rw9#kIGe{=xA;yCm+M`Mu%0L z=Ic2U2UL;VnJzKp>v&mJ=*u!cRW{vw>R!9Wz%YVY-@;IXD;Hc`pSf`guLm)VhFHv{ zSWtxyq;Uw#(GtsGhIM5WZJvY>JyVfrUI*?TLkT}0Yu97cZTeg;XHLd4Erg7tAN&(i zZ9{`=D@mdI|LZYPRJ|8{&5m>Zg9yu z-jS|KIT%}wqU5o$TVDyB?{-WN(dh35#eH!mY^OY><1Ipz&4_Ehje~ zM>}t0crN}`SnPqM@a)2`qP@T$H2$~aooJ<66`ZL<5C8BVoWb@V7>GjGbF=(#A08h5 z94M{r?GHTtwmpF;p}cV|B0W7_^suo2xF%a$eL*lHAiJJ%J zFS18BU6DxC&LSJq<11};QYZ#)_iUY=7JdBA?(W39Y-|&~dM!6HL?YEp1uLY(GKx<# zwHzDcW2T^kZiAx%J7vqolJ}cjVcdXIDF`N=y0^pp=%!n!4m~+HhQg=vUDvZ<)R)SW z+z=FcH}{~x&qcOHCeD2%3LgWdq-I24%qz%V8QmW_MpERdHs)3FP==={Sio(jYYQyy z6K=i~edB;ZRN;|@rr?d5^NvYg!1eU>s4qd0F>uhw;DH>6N zppcVh*2D#OS5#S)nrLc`FZH~B{xj6S9Op72_N)eSP|s#rLx`czwEpnJw1YFZlo+!w z)v}}dv8(7MIk#}klkJ%d%764l`+r&rYgX^~A28Gv2;fmXnR6g5!@TJu@J-iU^V)?Ds1S1p5>K0iPA5^H;ZvbD6dq`{V~ z#O(BawQpLy)T~OIE%_SwZ^oCFIJ@gWHbNB$p_!Z08NE67NRWXdesQ%_$wWa0c-Hz zP2IgZK7N#U_ZTk;cYV02rpZT;GP0h(0S4dNvILrB{3kDXB_uRii0$V&H?fOM2J8CS zTeR7+ID^S=){tdK|F*H=FR#0yfq*CWtYb0?pDL*HCXs{gh@(2B=oQ|w2L^j^2RZu?{~(hj z8V2O`;2q9vEcqi^4wA3DwodQ*&3Lp)Wj;s1VddQN8+rkw7_0hF^nSArC>@SU$;u{q z+Sece$Nd{lPSDcfg947 zh8=@KhV^JPy~rk`==Fi`ZZK`Imy7LBQjCCL*h&o>VyVTyQ=_DD)YwPz{+8k&mo#O< zO3c|ux=xDfw9Jqmf*PCxjp5O#Sp3{i=*I4HZmN?%o^1&lRQcLUq{<6vN0CK_!liUY z_yN*HME3=WEZ+y@cyoCv5({$WlcPo%E`5CEQ=*aJG6BHuYSbB^&b+^_cxY~F63HC# z@bGXQ-QM07+2(Vr0UXPJD<0in2Cx>NfW&2^o8L3PD)gSc`q#QzNr|IPin<1e%Fq>A zxc2dM)`RRVEUE$My-!};(56CRei3Vl23zXTE|M9Y4+o9TK4S|2<)F<2uvTCixV;t2 ztF6j20SB?UIf(86qOATlmp)iunz6wQD;-b>&Q_Uu`kgjN-mWhHbYIN$pONZC;oeqS z`>y9vcpvVdRj74k$U+;;-ASGZl%o}Xn|2^#^qXR#LSaIYNcdHjOK@d5pkG3}SFQOC z*^;-nz{RxfI;Rt?s;G#)uAeuUf7Zc-q}ev~z%4QDn4SC}@_6ojMPjvC)cn_=1hgf> z#N;A_c7ke$K9LjKZ-Z8Z`ASi5(1UbY$g$+;qodP-YzFXl=4>RGVMO8R0meQq8NvKf zC~}ItsWAAbt5B`yG9&vrlgOA<%YVY#`pqBI&U}5w$`nwpdlg>6p+lSl=8Os@`KtQa zw+fm;*@utc9wDf_-Eh3-_!;TY`#?0B`L@-qjXZ>w$Qb-VA{zvY_j~J4N$4VA?7Z@X zr>M{rla3hY5kjd|E2@+ngK**Xu8g*qjXd7l%_zQSGjPkBevyk*#pAYbzW&QqK2!-) z#!BX#^xH~#5jaHgNz(W`$b5i{JQaJ#oi6Y3&SPqNdf2TQq7~zsoq^;u3s|KHaxs-s@ zHz9ICON8aO^>!W8&8YDHvpZ;@xeXOvFqJ9i7hHu1r(}M{A(l;SY_|;55^0S>g*Meu ze*Q6zjpFSsluG2!@S~&Fio+7cqIb%oUMnllx!SW{7n3MFZF~qM%kgfjD}01`R9E5W zesQQJXusgKH&p_z@pYgZUtC-SVU{#k{c^-Ib8WsYHW}Na+1__&GY>V6{m8{b^fTu-Y5GL=zsbIm7s>hOy1r3*yitJ6S@5DZUagZuoUT z?^FdD^N-^8DyDO8|1n#*c&v^0pG@v1-Z0I+sver*3)_c_Y0q+1TO*i^Ob7}5 zzuv>a&4h~Y{InI{KR>I#Epv16lQ>%k$?^oNc__ zRHXF1QiN+i_0k6m({dK-SKPmV>t`e`e3(yQzHyiPx4W}6>~$_l(Fo_x`wy-q{Dhq& z&zM1}2QAzl#eJiqL;!ae58xr7CQ-E5J+K5`?NJ9v(h!HR^Ig4VzSZu$92J>)|MgoB%_>LWU-2w=y zAnE+#!VK=yvhZwih_3k-=RKpb2oZGxL{J~vStXS~fr6YZbncZ6!R-4)9NDYQ{^4v| z3&55CMFH#_nQ{I7oh{!Zpp1qyVNDFs1yu6&kB{+z#k#@JYc&MiM+P(MCC$d%w86wj zl{OhsJP1Ug2=sOQI3_(>#n7?QK)@qH^mQq2Zc)CQ4t&2jC1$LU{GO6g%WYPKFJC~Z zTsXD&T!ej59W#=i+WX}T2~k7kYV0mKJ+AV7a1sBEc+8fWO(Q1O==8VE>_;qszJS!h zsz#)nTZE{3!<3(rPP<3|&3M3fkqNi!L3l1v2LIjmKxU!LSG`DYZE+{3g{bcfw~@(< zZgckr8wpG}UIWtt6#uHNwAv~@0L`Zb#XqK4uB+1S)h8JCl$(SaYsDLCNln25{yGj_fO*&%ghpv8-s6NMP#%gaCL?boq zp=R!}vZ^KuH>ZVt3T8;Lh>nRF9Ua}vz=MQ)>HkJW3;gV$SKS!NzPYyE6tJja>|dde zhC<<<(Sl?rah&NxoM^sT-tU%Wddowtg?tDJ`h;AdBIym(ok#O-`g_{#NF#T{&k% z>mTNw&5UP}z~*SDs~-{E>rkW7Kc<|UE8@@mrC|EW2nu4p{bAOj{peu>=VW}P%8Pe; zcGfyc;nk0@-=e<@Uz?ly!1HUlN1yfm*x%a=${Poy8&3Dvp)U^eMM<3O?2L)8W!{eF zO1@!50J>~M?&qc>G+Dy5>_fwt(Qi*y1tRVM*2oc~4Br@;U z!k@K)V59xR{iD9#_==*_gtI^7FOY9@xdU)ol4to-EJVEQ%cF;g(5m$8@VTLxZlfh| zOy*FN{;yR9KVno=lq3LlBzZqUROMxEY%Ddw0`IR+XZPw7X>nfd+S!>kx}P?31b7od zqwm0&oAJ>b@y}?TB#QAIcWB4H1DqzoF!vfpNC4prA;||2Ug~=kX{0?llRLJ3CMAU+ zo-}VmA>5#le^kCOBFU#{KvH*$5Fl%P(57D-bP{t)bh;0Lb@3pk8#Nu_s|ixUC>z*? zyfheIz$fSLCq@pnU;5ruS6En5RnpYNnmEAEFNll)Fjh^I1%ln1db~QWhSNaXJ}70G z3x9hkm4|`LZqRTm?Zo2HpGWn4P?>FOFj+gqcWcLXitl@^w@Tp?_@eEfM-q%YXO{e~Mt8qmt<9R%y*G(?X-=oy>mMq#hKVPfuC z{|=&mBOY;*Dnj#ASw6Y^amNl|%EyPxS8Ig_Zf0bpuLQXr&Sg;$4%bsu=!$f04vvcZ z=4e!~h(r391{KAKYGL{agaQjhRVH2rg8-i8)`y!bj-PJ$2<`S(T&SLe-h$= zdQ3p#27Vq*!-N1eC&*6cz5CV`@SKUY^{tjq?ShLxb})=i`>jT-CqvT``g!i()jteB zuGP+#3`8)!ji&w4KHd~@3PpKSo!vskbkwsf zsZ<>tD0}|4`nn(1^ zkcJv3tUFKD+WFrZ+GBh$uevt*01czElG09dTV>_H=?XuA%#r$r2Dj1wBJf5sg@9nm zBXyW=k_<9nyqHf*3zmHmu(`^ zFqNDr*#h8XAjj!l=jjlJ;ndgH`do-!pi24s`&(Jfbip+d0x}5p$=Wn!?mR~i_H8B0 zwilu_)NXWyG2CxCQ$d25y88NW0Xv!xJFD94MI}g!c|Q(m3@pX{xu5?yop#NvCbX2t z)tJ%S>RF_JWxBVE>7|Ra-fL>Xj2fX*FRIsvjt2eU6 zZFF^th23yzQzogF-q{Nnk79O)z7zA0iGy={Q)(`W77Od$O{;ei&HOg2_A^()k!d*7?ekhZYi5x!rO6Zf(#vWe6>0 zI^JQvF92m-n_V-vh>|I5;?`X1r@5VxM815)dH#N#%FhOk z(XEEsP5cwmHCS*x0KKNnlv9s$gP5Lhg1d9$=HhO=)~h*hclIc+y=lK3o;THQIdW70 zI)12VkQIvf-~RX?g^)=c9mUQR^Oe46IY00_6u>F z>+25&GoWb*bSQi{Wg#-{zCI)Tkilj?0SO=T)-uBgp$(p`SB9=;?KhX(WWa(<^HoC# zGZYHbY?2i%Iz>7eDWg&0^%ib)EKGPjWbkPX2n&fK{F4+dps7Kw-{JR@(ahzCCD$f< z@;*4H=SDwxG~RcH6xl>aKy^cwcF?%;#)0-ct z=sk}ylogsz@GCdr>T@M*CxDCIHS+c0{^;XlM%QJ= z@I6JOpt(RM$;v1n3hhtxjpjl944tE|*E998)k%f&tsc_Ad4IkqX>pxB%LbP5r&mjTD*OvMV~3ub4e{fwdfQKsuH z@SZp@Ng~<|ca05{5<2CU?-oO4PTU5}{z}9+be(XON2Ps7!O)M)xIN}J9^x&;qzrVP z!!Wj~cqi)r9*5ivW~{>uhriX|Xw)5PFyib4*2RKNaj7A08wEGf+R2{kx0hy>2k zCyfe$z#!}}=TS!QBCN9%2m1I=Kh}CpU4Um+pR?FDqUaH%fA|z<+kS$Poupd)GtR2) zSK2pRFu3mDxQ_#LlOKJfNSpXy%fJ7waFP6mQQ9O+FXagoqoVm3S^ulPxw%=DB}oY& z?1_nqQ9KHWKH);FZBqh@rf>LHA0MulZQCX`=k*2x7DY9;JXz7|IZER)xyW3xWWudK z5mxUPirdo8)-`KQzQS%oCA41e!$nbcvbDx}^a`MLpw(no=>rhj9eMcx5u>l&uWyE} zF9>2Q^coJqVy4Re6zD_@N;U6}empb+R8ODN$aB#ha7x8Vwi%>YA%{)dIi=;zNFeHC z{um4PR$*tLLq?IJg>mCBJdGV29S!X^fqarJh!s2j*HYfXnImtF9Q2JRb}dSAw0Xe6 z8f7g^u^@m0DP<*~m8H1JV}Ib&NZek=`n@x;RhV&)2uIo=^LtFIz$2=cGLq(?qc$rY zuy*7{_pAMw=l@y&BN!Y!_i*Yi3=qOu~X;iv%1f>b91L0!kvP8InCbyP3kz9NIA)(@8G=#a3-wBL z+}k*qHhdTKc1VdX?=1!ID~tB=Y4ok4)gR{Dq{b;-K>JoA_ z80)J46WZ6O!7CyvM|q&m{dc0V{dRebxyTsj8CRAa-V&YhS=)yA=rlBXC#olNA;9QI4ObZA?G7?owN zbg2T0kL1uW3QJ43eH(6@Nh755Cj{(ngq-H6@i6GCW}Dsj_o%3Jb@gzE78-4c$QEjc z!2=JnZQ*&a$lkB{`f1s$RH09y!CiTLR-@oo2xJ!EbCS4R`S>5t4b)ks%G zGm4l9!}U2Y)*`tEeUjxFkFWPD7=kl0C`n1HL*Hs5nBJyp2)OV6;<$q6u&MYOIXz5M zR{YgARhSnnJWaRCxmsKHU7bBL`;UzWmIx1^+#~~Q&r0V<5Sd{CK=zCbF_4=8MhB4o z;t3@0#gccs3&ZR+b0Cg^&Il?O1V!KeW}ie}(@MVL%xJ1pgtR3G8P`jI%E!UM0aK(6 zpgIau4a=RrI@#I-P%K=-)XVEK$H^CHB$tZ!B8o~zMn(Vt%#A)^0qqOc^q5gYiz(U# zgm16uQ88Cr+Q1YF?Wj(bb|2!UHVMW$wvW4xO5NIidwV;_2gi}Qk!l87_VZKxwtPe=o=Q?3-_7XIG+xrCpC9=8#IHxj8!f4pj@vfkcwA$UbEmo# zEF@BqNGOiHaIxHP4$bXs0@gBa6KC4u%wC;{ z=6cbmj#>TOt=S&EpOn0F<4pZav*Z7#?hZt6fFPQ@>+9iF204lIs#y1T@4!V48q(Ie z?$@|Lp+GTkW!>$*ahk0(F*n};3FZXw)AMsfmtGP8^}-Sq3Sn@NjHCo&NE;j%o$j}s za>U-djxA|vxtAsQuoC0tin**sJg-nHObFt#>nzo{i6>RMdfCtSk_;;(SM2D&$aH%_ zs@NZBoyNTJY1!Evq*zgN_~NJIT5ZSEk7>OAHId~=`d&|kl$3xa?lS(rO>R}L2K$6) zef>XaJ`aWJmV-&UlT=9p*9J-e&(qi+;Oln%>)WnT%Q@(I3d6^jrH=;+O019!u-s)* z8v3417w7mj*A;?q7fS>xIzu3oDF|DEBv-(T2k_#gu|M3dZp~sPUicj9muRRV1cw0{(ZRE3+zO4eB@KjI4Jsr*c{9@cRImtNYHA%4GkTu>gTspcl`#|&r z9i5d8J+C9Kw!`nqIG5E)a}TE|T&5kv_2!g6sf;`P6bX+RM;pRX7T+6Q`qn zcrT4eRR4&A-6f|M4^8ten}AGLyZt zi8C^@lD(agnY~v>R`#ADgd&9OO`P$~-jcnt_xip2sa79DCh!LkZ$V!COh=J1`rzAZQNfsK1clZzj5kN>5i<~S|*&l61w z)d{p-_p`^|Z5#lxY%f{F(eiR9BV$=Zqk+DG{_M;v)m`J}hRVvy;^N|hW=5L(pkHOt z1jZClzWT!;66q}0PN3&;G~kO_Zqc#%F0qDPdWed|Y& z`5O(72}AEc5ZQ|s_mu$ahGkMasv!fzTP4K=m<0URGaqHn>4(-jx(@}mh zg!7P|j7+nk7o|l|oFV&ft1tXLTMw!A^)nh98x#9hK+0}GWm?gjfAI;!Ih78+KIW$p zw0o~!iSqDB@#JBXMW+vv%f$LOUT8913=3g|t< zN-5t~;)-*#@vbkWKm^T?y>fma0fitSJRJyT6-Jn$I)b#)%T8IVQr&OS*U30-_}Mdo z9AQZTehCR)NyjARtm#t3a>Ne@gHlBNZ*nq11s&~97DYZ)7RnfYYWSIEcH690fagJe zgucN0+mj7CuPbiIoxh*mc(=2>V^x7F9Y% zz9NQug;SXn#MOKHA1G|z@20%?``gk7trO0!{L4QJ5`ilGPx&IKUJ5fp4UUixT{I{sJ+TWmRs0qzonLSW#X z`=rt2t zv;!`tiLVAkqxz!qF9h5vOf&|ARvToY;8;9zr6jGSkLlJ6UJ`L)^wfow#3k`)g={S zIiu39-R>wmR_>Cdkhd#_b*1%g+G61yF^ZGgQBS1fD{$M&AWO~Vg}sM+NCCF>Kukr- z&8$sD^Pspk6o;j2x=QDqVXdJcVW*$_Sq>z^KGH_05%34Gss8Z@y`B5k$cTQf6jJ$A4?`uN_ZH zZ!*N-3^l=97;aL(4_Er|r4zn%JOPDTCDE?Umo}hk~{ouAP zFT#nge6SvgB4Fm$s{drj=+r?)rT|mnDe52=VJ-C7nXmp6e8?<)zLBsK{xsir%wD9l z#;_3^YfU-c(XUV?#s8;4S5UesJkEit+fOhxI~M!omAF;Ljirx=2e3APjd%WAz)b|%Q^)2LU<{uC zU+VQ7-@j^i$7*#Bv&@VC{r+tVcvN7KcoHkJ4v;J1fa`N05f&8_o2)RQ#Saa8Km172 z4<2L^*y#@DWI(?Gy~sW6heGz?I({G-9S{riGRW(B6^wF%h@79+p7w?s2kTY?)_CJ^MQi!e=RBd&?I*PJ9=x{?|9f+KyK>UURqJRNJWLykFC-&QPEi+A0Hf?iIUQpxv?hO(H>`} zxtW=X`R4vA2dmj6wiE~N@mls9&&*QW16_MJHv#Gh{H}NHZ9v3u9Ctfq@f?WM6ebHX z+K`z@~Hh3FTo1xA^xpdHrYvFo*d}_~$70V+o zyo>L-&hulPNQ}mUGW{*5APm>8X2XR@0xMRmls2qX%eE;K37r@Mi=B?eAB4IYUE(+@ z(64m1u;Mk;br=Cx;fwlMY-c^k7ks}6eRMR%h z6su{S)6UtUAd$|tLL5WgpJDHO_$YbNr(G+rit;vFXvL2o+#QYT0FZy{vJNcy|GsLq zPP6h9tH6+R-g-NE2i!ytU#a?ooak221lM|(V!*d~ywv#~2(}u%N15@+zOpER5PTqd z($X6B1vc)7PEBut_0yovu^FIUj;%MRKsK+fof~+20oEg&ckTbAV*f;8Y5|92i14Bk z_%gBo#;GhHFTZOZusfU|08?I`!))D2#jdsSNX+MfEGg{>&&R}{qiG@ZpX^EzwmR0< z{xY43YLcwY^$q0!Qq(M=!N13e76r?Ho(wLi7ovTBz2Et+g7`i$@$>z*n?~cA@n63d zrl-A6YT0$%E2!bRQ83^A_D7{kpg}+WesM1oRO~1oxv|3`M?^-j#7Cp24A@vbE;l~k@hswM z#ZaiH(pM8JO2GS9<}vmDnv7}e2`0)})F^QDL+fju)Xj|z@Cg=l=?dF?*sB0ggMk%Sr?x*pU#y0E3Ogk=6Hy~N2mpqz2i{WlKy>mVvqlD*>NUI z9kpkTQjVu2%2_C$1q2=u{&=HlcWrp`pUHik9igR`dBQa1;1M}}kDfa#_&1Xdw@?cq z3tB^Qqd1n}$5<&BB+7e1D8h!doEOwtGpY!4dcz;i81(cdLFINCrDRG^&XNfY*}86% zH!Q7$hpaK-VzfHf2TnMwxO7rkZ-<0k9eRKJ3LTzC*~BL9U|i0A{* zMs03Vq0|{D0j$~9(GgN)+ivP?WhKv`NRK+a03meOzzI_DYXj_c-haCAMg;(w2CidJ zvD127$W4Oii2qo=J-w5KoF0%r^V{COFueVj)^T@!baxOR>-Wk2b=#%U@V!Hx|JY?t z*S?ANq^S3c@Dna~{TFfdxAhKmih=BfAvJ8f3_)Krc?}A^^9)x-ATv^mY)1r_9lu51 z-+G~!P*Z~rTf(nKe-s;kgCQa8X1-AlgmbUh-iF1o+bVtbX}!K*ZocJ?qhnDdW)31- zXn-k)lr@$AF%+l2kPnlq7-)gv+!RsPFTw!6C;fTk*DoskP@+zC@;9?8qXLOkb24|* zw=|AT8+ppHzxcv6)Xm!FIFd^cKobYrha>C%I0YWpo$by)z<+1g{Q30|~pYAYChjX!i z;|HWY)Q|C;PxZg!k>cy7OgE|@meknqPfueIdH?+aB_-Jok@Ate$x#wwCs8|L!du#CY0d$U|)%9Cmkin}M$sB=UeRIUp;iR+F8qFmQs)1M6>& zgfINT)YmyZUvf!NmQZ5DL9dm!T&bf1oariGjmoauY5jHKr_sJdRZr@y;_G^ ztD<7HY|-TYPrg1r4_ttrOn@4hWw2H?pEB6)Zb8EXhT9DYzw1Ff{P{~=v4n=I$H&3_7R}15fMp8uj*$SEZqF{bZRkYFFYPg zA2kfu@!Xqk4Gi>fY-zN927%`J2)(dbeLbsOi(l%>1GkDMY6)1W3)pV`vc2cz;LvNG&=sHYUu^&yEeCmTh~xUd*@jkr$ZK$8+h` zGQBahl0KHICU+UZx1fE~OFaH%@$Ae@)ih}j9C}JQ%^-7#pS~JcTUYZniwn&xY(m-V zc8}NxZPGxTPfhuu`v`xMhB1Xl8wzZPve01ZNVbmV!tM5Z5TJ+A3yr(#dRu{azbcy4 zLhui!h7xOG*L%erigYfZp^f4*kB5Eq0;08sVd zWP3saTvh=`4?P!;cAYBpM$a}1VsAHo^@1E?r}4>2Vj?06{Lqu_Ng+YOHG&I(Ubxf) zh2q@eVl1y!wCc;3fKFfyF^gV4@ZzAf17Pa*Hft*SK=zeJ5&(=NWWiM|`~n4@52mIo z$IsTAlxcX{?^kR{c+dIy#pPv~0+abHA;)2rN@Rak)n5#^vX;{!PWKX9r3mE=)_>C-)6#kV{Dux zr!7TUILBcdPqa%tNA-g=B$?8;wrP70V1zi^D&MYX1;?twq^_2hjOIgc=hA+1cbT?a z^GOQ0Z2eBg=KQ;A;AB2eQs%CAv4W#@7UBaZ+~AVmXPpE zW_C6JcetDO|A18$B*ZB41T0-V5N#Aa{X2gJ`d`;qQ$2;AjpvF9Wo2g$ue)rzUH+FR z!|Cv7)uqI9kQ${fOg??JRR;JO?ax&=k7jl9$!{Zt+ER;Co4VCJ#~0BJN?s-WEzEZD z^pocFy-(N-aj%};%K673LwM<*@y+VYwRI~Np_B{+5I^7H?%NG$&+y}fKrGnenF~i^ z?~x#^HZSp?VVV-oDY9Z>(($Y{^^aj=vn$Y}W&~@Icu#xaJxMTzcV8)2)uF!;853;w za6=V()F(S#=boEA=uc!5w+ITIsf7BE8ykx<_2X~lU+?ZfEBYR-KjzKaqp~9FBID_1 z0+t4I^qMS#9!K&}Z0_FX?(}zCEy2vebr(c9cm@(cD&DRRqjy`+_6*p^s{5)}%}jH9 zH|@K}Q(t=Jc%3v`JUp~xpSe3TPHF4;1l54TM!1<-ymN5A7OidXfj?;L+I8O%URtM2 zHQh;@3Z7~brst-UeIc(vM=$l6V62ASp<>k9QDpu4R@l>O&mKdur=suZ{Az%4KD&N* z%<0Z={-2Z=*kSebs0xo`#QyGI-6SvpodduxK<6bGkPi=ClvoEXp7k!jh33&gGn7XS z^%WKAD5L7<9Xok6`^Zfp2o`1_%4oRsk=J9(_PIXjt+T%NQ#R{eFQ{0JSB) z%?maHrF}}no1+zAW}TYS)j}Jl76Bg`BMKN`{rjG5*E-H$4mt%C)aFq_=&nr0d6BRbKOTgCo;0%O_bvPd%Nu|02XyFIosK>TL40) z_U~UUWFeA_44B|77n;1E6vl(F4tYB}ZPk-2Wdzof($d0FRuJ}MyB|3gi0s<479~Da zqslDuzYZ<=`0bD=7)wV35iDF2{9V@u=bkjS)Iem?Z%_Y?@8!!izk}#ZJLtGM%+i@F zzk~?E8M;_%piAXc*!2&wDBehunDapBx^&xM_)Q+6gPUe~gb#?RfdZ%v7Rs@hb!J}x z%d&F#$&>cyVD*+>xcb$z%!)eQwu}oSjo@O0@%OAdy_Mh~4;SdiFDxwAIli|o$OQy+ zI$w@pdwq;O1El1C`EuTV)>;7=9b3uV3Xrytu7U}fnVA9l+eaIFy&?YzSjQmK#D7g} zpWG)Rdi$V)0}VDb0L%We`4_1Wukfj^PAFN4Dh%VE0(gl4Ow^bKhXK;IagMUpZ~s_v zw<2}-I}W{laEY1EMDoTLA8rAe3VRTw9#4cV-2>+a9nzzAi?=rqg(O={+dG_v{lLg! za(8LM8Rd6@HZiVsE6HbRC`VTjvSP%MA}}EN;ryGg1QU~y_4)Y#qKdlT?EZTrz93_b z65H0sbZXb7q|~FKSco(N9;R(zuzcua3_?Nzuj&G~C4bFNOdRGB8=s*~ZZ(rv(Oiuj zsc0l0)%Y$DsxP0$`LWU0ER*i27xpFL%?_;6RBT#&fIwcv(0GF|h>8}U&iKw=muVUZ zoe3G<41e2WA5$GZ&mTnT60~#{1M=aBIE@~%o@fL_HObW7(NU#=fW`tT6=EPGQKU!sd z2Kv_nOH%^NP!x2B<7U_J#c7~;0#yCYSKUhcms*{3B7@N2%gY&nSkn=Tiq2qsYKWKc zJ7%Hm1`-HhW@)*du_LRT0&8_J@87?Y>3x=lj=--u4rXluRaIvG(o#U<1U>)H)yLD{ zUm`3>ALk>sc`zR){&q3!2Gj5T$bG5P zyrIJNCWk=Mn>2H}SZrIX%~FoT*ObPAL%^)ZVtvkoRP@Em@FC2xuKNgC4&q)Me8Lz{ z?w%<u4OMtL-{(2{4AXk#M4PVNMFOE6BJZD<8-1uyPH;9JG;iU3?g0F zTMgbY1~aRkM!Mc9n+$zD4XUVa0IsQwp10M|p07N8K0PvWSY~q5zkDz@HUSUYoWlj{ zDmaoF2~RZ0wY7JFKa`3}()qU(k8TGXE9vc1eC#$JLOl(YDDlIefvxAg4`lMxm0hdl zI8gdI_M()*N>L_avyK(t1Cle85y?b{jt)z%v`4`Vry-(|{0rmC%{rdu7e70a@ zf6W0J75{k?SPH>_bK*4*Brqj0uemq$f4kJb{-R42k@VH5abndaR7nZe1N1V+6}@|B z21#@SWY|#z<A&W*zB7u(;Cc9dB>p?ZYUT+|o`zr4(`Y^fv?C2>=j8>3Jbd|b)UfJ{ z6x5;6jg8*^fw4S{o?Z*;qFVBHq2Uu4F#OlHNktx1tPi(ENw&| zJulXK_e#F3x_;+GXwEcU-q&~b=f=iAMZ{8Go-$X9r8&bX$Rcp_^72}Zq{ydh@;`Ux z%CyT7tMh)T1z@6ym`LP92hCGWF51SN*qliNlueiu(t4K?-k z-{>>rie!#NG^q!hZC#!223{XLov1Kr{aB_v`u)!>Yb~?z&x4vr_{5NXpJs4Ye0?)} zm%Wb$=My*-6UfKvNe0*5^;`^VGI8MG?POKcCijJ^w zI*6%_4L}08&c})+0R(B55e80|D+UAy=jv{+;LZ~q{`Le@3z<%#)`LOf!1K$x#ege- z4h5TjY;Kl-6J`{#M*cbP>M9fSeEp)J(u?rOtM+0sZ z&uH$OxSl*ir*JNRj7a@rFge1Ps==nL>F?h>xlMuHzJ3G%3*))U($do6;`NhB6A)hp zfApw%BR>jAm>@5-L2Twz!zBr%9IvXYrJL96ghQk8?1@nBxvY_qKVNbZ1?wW)t2yaz zvg`_?e*8ue&;Z{>ij6@}6Wa|MkW0QA)B)l0cEewfMvx1vE$5!$XT&wxF7sZ{DZqAf zq&r^0%gyaaiS0`c%0wo;N%y+75%)*ZHt?|La2hIVb7%%7FCl*_+6>BCm`|6YBMSu0 z2f(Z87>K+Awtsdu_6J5k6g0*99A*77tye~R-Xeu=MM>k= zZ-X&9sb(ZYvtBo<^Zf8R+4`H~2x;r-eVoWtQc)+Au43b)iL+@S>tA&fJ z{3sl&qG$K$u?J$>&7u#)UrD;tp+I02BJ#zEI4TbKQO>)5FqtVPywVm+6yY>g;Y5G6 zEmq5AMq$5ecVoEt$r$VA;Za*t^GM8RXM6Gd@?VQAxGDk78~`eZ@4%|X4=Nx3agJwq z2aPc?7ZMT@;988XRAIKz&`MzH`OHsGxWfDT(iiu3_jd97pj`zE_j+=w+vvANS`7K8 zj6VqKBgA!LeI*b5ZIt_I+_S4^i6$L?{OM=MfME83MU8;lKBm{=myNq9)eCRSXFa;M zwydVVGe8u|&W<0L&;yS$7nKq~J(Bme?pa5<_q7CB1d1gRz>nN}Q#s+*Ddol)Xk>Nz zm!eVzN+1vQ*7F9pHcKR^V9U;agweVvz!`lH@rCuB%#q~N^)0rIme3#qE;)*FQaKXH z{^qcskEt_VcE43sdQhvSU@rS|diX`aD1X@62sAH&BMKgsz!Z@%yE|f7p4XmdSKi<= z9+~XJT*eaF9h5$L)BZb!ll%7etn~#vt!R2;f)aY!Bma~o@8qN=fzD?xr*2WQ$$9CX zafMJSnk~VQl6A6LL@uf7k}2Bepa+A1KHhryT^AIi-~7PK*0#h94r?DRR?~U?Iwd*z zeaDg|Ux{t`Dq82+*sx-uR+w42NuUVgN7EOMc!hAxeoMXtrflK29m@yjO&F@9@Iutc zE4ECfLa?{PkwDV`HoY^SW=_sQEwO$3`dvcHr`)-BL_>dBV^~kt1155lg&$VNKB}?} zt~uoJz=m)r#PNR^`m{{tA}iyo2Hu1h!t3H^+4xs&!bKKugP2^Ic2vEwbsX%46-39E zBphUVVKZLyS!aVrSc6{l8kAdRRvY=Kt}lOC1!6NZX2<$$y}L#zYx=^_oof}r$* ztQb?c_XIFe1cvE%vM}>#`e;=sMz5)9kXQsS<>9nCh>74D0g;oo+4-tB>Ld_uxMR%Ef}nu-fu4`0+m@siNZ|4m7Ov zOF0@SL=w>rO$!zNN3)A}2WsU%E~&>0fvrx*bI0p)^Xa;$8@%X%mRRx}ZF2MGq6*ni zz6joP4}~0?PG{_ZHw3)lfeob2c?p4vGlPejjg5_gLt`VLudS!8qw^l-vs^PtA{)s8 z#t}&x)>XMDc@7I{3DU&X({p#;8+j2^*r*Lq*p*gl>#XFj+H0))1%JJnFS@<24Y9GI zT~tb4xB@bp?%akY#>bxl5Ye&DAZ68(VMuEp53K7ri1TaL;m2YgU%uAt0$FRz@rXMR z>}?+yS1++CCNwlQ-bgM2kmDcur)WQ6~gO7PPNvh8nQDS`xXrt(7}Aa9LN zVv0g^@r0$TglUL&;~J`0;8XLYDPnnC_j$jo9)jni;J}`<^<~fS)zwc)tI+31Musa` zLyTsFQ=eIh*^Z?!m@Ff426n$Uk&1-8JaKE#9xy`<-8tw{QpVY)7ch1<C0Y)J zLr{zuGIXZWNwVdlGP-F&F-6(;u(&3Ip2jXdv&F$ur@2S8sGROT(u9YRX8Vkinet4A z2NfM0M-ygO^}ILwRiU2OP}c!^lWCw(*e}Y7W-mxEI;8j##GX z7pIlw+rXoG@gS$-^JjaTw1Rp=2&9uIZ-3}D2L6%m516zphE#NiA3bNUH_hj=yu2mQ zFywT1y_-*dR+yWZ|b5-kKJz2pa{$eKTmfnFd;l)U8e2d?$|y3E1Q}y zA+WD8eDX-WoWGtJ5a;dxqBDQl+d4xn9*-0n_<$vV?)U2H-Kg~t6pq!#Qlp-?7UBAu z5&CcEz@*IowQ=iz<#e;NzToGoV`5^$LOxUNbcRJN{+r;OQ)$pp6owxi6B`loV|&mD zM9?HKmEaTex?Fn?iPJiK03Q8DR0 zzkM<>J`P~zeaD?8!w8|v9d??bw&~$e@DgPY;xqL&2W_C{ngIfxBEIeZM9 zppYhlLqGelq-tWwrXIc~e>wPkQQ=Y{Fl<7;vzl&H4(F{L^45R=$4O&m(?ILgBZas7$)%a2U?Z z5}C$pt`|g)Oh2d}pd6ry-@V(j8qt|B&J5f0o`{Ef+~FNmGVd7_-+)odID`xGZ?e>{}_)wcYRSkC^1UjZXy?s?{2@}T7t z#W8my_r{^BaTwzDN(%^6UhM27)0*!wVS4(t$+iQ2LBjV?T+2mu{Uk1j2txxe!zELH=m zfx%#kuK|QEMYav|3xJsePv;*~3`8v;DgIvP5Yyww=^4ie4ov!iRTtxmR9IPg`OC=@ zP+r^u;t7yQB#j$Lh8g9PlU{Mo(=qgxv#tAOP01m}MqwkRt;>nIpswio-3jW!49hfrXd;|-+G`_z($0r_Uu8KzU~lsma# zY+}-CKV1c$d|^$EME20wTIK$@i8#1U zK`=~!myz{A7_oWzRHI<%Div&1X;@qkN$q^pkR$?@fGJfahm9cxCFw{aMe#hTRuoxh zjwk0e#VNiDf!*qCnH%>(6h} z9jO7%&{$*(ZV^rLLLfV%!9R2JY^}7@8Sc~Cb#U-K{j0$=z4ineVxF2?T6*ARNZt*i z{x7$kz}H*J#=+>(i&w9oeT8eK3MG&Dd06Ce-hcXmv5!Q$lTSOfC=(}jg$0tNJ2LU)YFY<|XjGB-9Y*J|rUImDz9X9|CW~O^0(l&!F0J2~{rf^2Od-x` zbM}JUM^_*d_RkY#7x~w5_wW=q-Kb52ND{Q4WDkGbU2yb{_S)3WZaXnk z5II6s@f;r2t-1LrpGEmK$HgF4Yba@sLKk>5ZW^X&YNd2<8Ylh<6?mtlYZHK>TyL86 zSH%5K=cG~HaYr|I>$Q@F(bs$y(C`PEE@N}})v~v!sHt~1Hzi$*0JH_Rv}lk7x_GN( zU@%+z)xhqJoyXonqf2)`iEs1fbHHhz?h;cqo6A5}?4+}e*J1V)sfxV1X7nvmbEAfqJ zs&P)GqcFQ82wn)2R@i+bGM8ps!Q8`cLBYlS*U{$cNsPPZt3^dGBAbB>J?30{I>wB4OYF1h^|x667M-@xHBJ=V}5 zNZ1pS^f0-fx9^;uB=ADb!0S^qyTRsUCPCfSU7)lyV|e`?OjAkZPNrL<^7DDO*Exk+ zv^66#DC8|dM?uRR*+YHM}X_n{k7V@Sb3A}{Z!21{@8&}#A&)X zj7);O@`Rm*{l=+wmi7YaLt|q?R)j7q8wUyM-^$B}w%>xDn*lpJTnN|;fVnI=C8fV= zZhYMRXix}HnZN5ji4c80ar2*R7={nI7J)bpYZj zlz|g2E=Z(B@m`UK^@&R?2)@I-X9PtaG z@AVZNilme(qxOy&VuFB7Xsm1bKE8btqZUm}NC+bERL4OI=B1BsDwhGEwJA9p=(1lr z{IHU7cOL}G>EuyYV7-I2DcF7jX1dxU4|{uZgcsl|4-O7E4QjiV4}c4LQ{-lF-s!P~ z&vEzjTMdn*jEpz2lTkdFu&i9-bEAQuqp5sZyYEXLWD{*?_TdgN`?o>Wr1K?oJVYH* zTF@f=M$fiu2%YEfe!_WG5~oQ>KfUcmMW|3+b0ak0)>c9MuGdlJt>FImnAIm3 zyJvsCCW0@+7XTk-iHvR^d25xt^7f_(`B7KLovsuU8%u@&q0Vw7tFG}!p6^26zua3< zY()~k3g0-&+hiaO4LS^@4>H|?@nPcusqWW?a-GRnfmdRI+vY!eo)}o}K=KG*I@tTh&q7;K$VJE(U}1HZ z=94`1cGL_``@ozkicPML9nTUOhk@99`mbmhNr$ShZ*@Y`ZsaOaga5 z0DL+=J|3t&K0KsNMP2}DPq5T}pK4~U!@SS=&m}O%#m2@w4!Ck=OLnp4>iKL7#|Ug& zK5+AJ8=DwUPD&b^m}t3~FgRKp2E}eApFgwgxLadwo|OySP35}B~0f~*izP=Q4icFeZ zgId!hz@9s`aehA4CF>MuqUY@`Kn+~7?m)JJxh4tbrOzkVY1{mUcwsPxX!=4Z{ZAHd zVn;p7WxjhdhD-D*_wEUF$F9YFfI&cCJPQ`YbO0MeMj8S?C>|hxAmPovK0Ks-WZe-W zzh@SJk(z*wVZot}z^ep+OXjR72?FaKP>a#neJNxAfHGfR=5|~V2SS*wtt}9ibbC43 z+OnEr015+6`q?Yyu1nMc&uDL#K=OmA_u)%0*cEttuB1szq^ z`EZFJV?&_%AEh`VG39@L;~3?8CdY<-f`D=&{#2f~W8n%p`uQD%MhO`<=9QNApDwww z{5Y!d;_ZQe__u^!_FNYPS1Myt&mUgwUtq@j!RrU8H=u+GVFCA-y&yZfYH@FP)dia8 zEDYjb-Q*%O zHlXR#C)osSbk%S#^yrKgmdc}8iE1(HtkE%YFQfxOFm-4-mhlMbQCU)?(q@-zwEhkt z2p-eW{5b!k%*MtxW1x=#Ng_emGH1Hi&qE+!V5|RZ0pi`tURR_bRaldeA~g4Nh2JV^ z89{;&$ja)c7#9Bm12JW}1n-Z{M6i{Kqn5O(z`e!vyPG(1th zxkUc?2TtvB-g@r+%f~*U*_9J}N-zcpiyL{}1KDxi*vd%(jS`5<_B@vtOz;XESq`AuEY2xp+* z!Bl*KP{4H&0L5Y#_T$|c(q9$>qtI0*?(O{g5z?i8wd}Rz^?xz|eq-n%r36M)F3^0Z zN))CHE{3V=xuX*bjW(MfOem6kW+I%BF+O}wvuJPe96%zqe)FzI#)GhEQ0_%xhMn#B zE1lWg7*>rYCNFv%5+`!GSU)K|R~D^_V38A_B#MGS<^}kCVl-aQsxQvXVA2Z^CdQ?g z;UA7!cCg5Y!;~qp-{`GBW!aCi=j^4z=`hQt!n#mcL-2zf4owV(9$h}lG7$Q(?i+Zy z3xpEvY;0~4?24qaa49xL1Y7c-9!pd_6JC<0l(b;xgn)y&x%n=rUVhD?{p_B3(qIu% zwZ=t6x@|g|p3Ph^lM24U{Q<=oUj@$V&A+sZl9HQ_uem1mE`^`iDCyx+avD9$%aKd~ zLEQ6mD7J-Xlwv}d6kY1)i);}F>kKdk(CH@#u`*4` zur#Ssm!lR$#Hh3U00=)21HIzgJoOR;&w1h6JD+7JQ^*O(uExj5QLu2jvmt(cXAzM> zoAuhuqQ;L4=~xR8s0_J1ji~&%2opL}|dK zG+^}>MCRCD?z8Fp-!I(qlOn5VVtf51b0OVcd>D|)OgKa?IkWhc%%27?`afMbJltKY z3@8jKNCHE5`P5UQBDh9Lk%4hark=F?yI3QE(7eRREF3 zp)^6EN}|$Y>FEi1@Q-Tr;vM*1e`?ER z{Sx$kd2#EnPGsxB_VZaZ*#A{WL#W;A=gt-bE1trnp#TDE{dR%u94G;A&coP%V;QB- z=Zk`Ma5lU`S3NlmN^awUs9)yMfaL=`)a>f(XAa_zK?CbP?z_!bqN!;8un67w zQ4-;XL}e)u={gGpi$J6f9Qw(p-n(!DC<5Kj9sS%Wtq=E5ct*0*ul6fDl&6QVGYGa? z=5gKq8TNW@=UtzB%#K$qcz2IVNB~#Jzi3zvf)LXTt05k2>3uJ8s0CU;PWlx&(%y}n zAOyY2N61JT!J+%@V=cg4+;K`c(CI4F7Jx;-#*&uP1a}TFs~S2A5$i>En@8r)yO_pTMRUMD0Z{LRS$*~X^Q3QtCcC9hQM8E{BAI63Dl{a+aQ-+)Q2yydb~ z=KXyj!6@WUud$n;5p}aM_7yAmVkiB=RcrJ*CMG8*r#~|C9s%X|@86p))-nTHP1>fm zPu`S99yQ&m!5hvPHE^}O7o8V98K5MT`v=P}RFx}YTOqb2$ym z==35ys^zVWMEup(e*yhcuzN}+NWCQ3{eczBwu|MX&D=9hten^1{u%-fI=E58wcb#e z#tIY<KlNAN>;&fxQbNW!>qZ2cq7U#~ zuL&Y+h9OPk7!x7nBkJ_*#0&)-;Yhii&A*bsEj#<3m|Oq*=f+0g#RY$|O1xCG z93CrPC}zO(SV`~JRrK5)N!Cs4S---Es?TU*7VKfoODPDUo9 zv_U(TMRDn)iH3G3kC#GZ5eP3Dm=Hk4u|!75=5vq&U`Nft{R4|)MiB`Do5`7AP^@WK zj}IXnr8?^ka-VHF!?`B<)WJ}5>EF-d?FFOhJ|*UuDk(k&j(!MCJ{(gC0~JT2 z&eC}@WKL@#&WH_uA2n$nIfM@JbLg$wU0_?#;={miEa5O|bQQF)q5S#H*eJGL8Moe3 z{NGQXUnmM@H|!GBO^lB@1}ud>s@T2$6&tW}=GEKVvoP1}3!1n=a71-=BCG==IpAy=!_-!Qa6EXL*rx(UU_L9B z#38TimW9NpvDxB1%aM%n;lt}?)4285R~i!gURvb99ODfe40AB zD!Ht*e7)h&@<|4&keQip`U_LUOX(#;kPB+Q;s#LwSqO@B@Z+o2^KNb;V&WHeWgu9_ zRT+JIbJelL(}MuJD&U-gCfh(a%hu6FtyAC=FzkxBhV2b8%5+BNU;5pqq)>)WWfc{9 zanzcx_5-(Tk%%jx@vnm+YQIvLNIY1l-f&^_zW2HQ~l3MyFf+tOV7)y^p=|W@Y+J!mw(6z;EYe5XLsEHX1|MZ zsz32~e7*(>n^mt=M9kzf#A)dubO7(DgBT}=U^srnwXcF>5v#5jQqx1AGU%}g}s5D)-Vs~I0}F{OhMmbci{ z%FgMK0vp30lW#;rAZD4e^ z%H=%jXZc=ZBY#qH(-(Tf1b(%U_aATP&MV%Jo2;|FF7>@!2VlX>(Ywiq4@IyzEI6E; zbgMcs5P->gy)tea@bT-4Ge0(}MbticnGCIi#q8Uhh}&xoPf~vuvvhSTAGEikpNU}t ziV?_zG!r*RlL`^i$vi`IxA2{BW%xS(>2}`QsKs^kW%rweyqU0F7hD{tJuzWg>T5FE z=8Xr|KoZl|CM!;z6*MKzh3fpJlNqhy-FAvMqSSgr+8}(2Sz7ji+1-ol7ILmS2Qj}0 zV)`5Cxq*Dl$bdptU=3F<_C0)D^2Fc~wU%z~$Flh*$YQS5I1mtc&_TkBW~uZ@dVTHFZqW#IEsD6AjN&2V*b#{tC~D}P2fKu& zS(f(HXA^{9E>5{1(ahqBTLnCRJVc^dC;DNk>Am%jHRG{c!_MJ|>mwkznHy^_MS9uj z$H6-Oq)&hYNhh7G<;Tl>iwrYHTP1ec`~2vxu$NF;Z;-Mw%makPhoNoPRU^YHJIU}= zCj3s~yUCFrW#ty32lb5c22vsuCe zKCUO|4gQ@tTlvrPMX3fD(Y0VSaDisZoFRowNJ^3k)czCSzY4b+@G$ZFwI;vW53Q}) z+1vja7#M)i=tgLLPWM+~toyHsjoB;D%-p(sb0p8s_6GYb(WLqlh_nJp%_C@uQUB0u z-pA7r!W&c9cs7DZ&MAGG{TQqlgR%}FnPSxG{ue3S&~V9F%*n(=*E-$mK5SQBixtHTz5mNjUjXM%rk98i1 zh}6FB{R{o#J93UE4Nvv#?d^4R_~{-2o}WHu@7%lY)%J~GnH+|k8i%8Iy=iJgQ+2jg zDnpHjgtO`$aT*eruHd#!;kOO3zANg=^3R6z@&^>8BqZTnPrjL%KNiv@CJ5G3!+4M9 z^?rFsal<3k<$z$~dtg7?w=lw;VaI;Gn^{Cy(MGPAQq9%K1oU4b8Me6+k!TuC|DAdy zznWR1*O$9`ECM))yy z3ya|p4GRb+_1qP5nu9ouoK^;ttg4ElA)bgT!lnl6p2WeyGCMcj#3fd-jtyKz9W5N( z;Pjh2XVP-`WAm06A3lfgqa}FuxQG)8^@rM;HTRL2&8!-FBtY48HUX;g<2w72a-e@;z@C^vEklQZQX%oXel|5rlP71 zitpjW2&q6?g;MztZFwXU+--ZY_xjfn%|WAnQzKnJw1ih}5R#a@w*tMGbi{Fwf*cv{ zI&;&(Nq*Jzc4k!EOxd7O4^rlfEF_!J2_I&6ArSZk1WyZ7d#wm*M80hVWtBt0mQ9hdP=!4RI~c$9y}%7K(w#H+7qh!-meJH>P1}k6-Y;J4Pf7A9hHIYt zPcBDwE-qVJ|7$!RTy3p`bK>SZ=?FeXdVbr2LJNaiwsd_($#*5+WcnMenmd2Xq0g^b zO~2jikXJ0h+SNid*h?XUOvz(KjxD?QN5j*6?XOFCl4{S3^J-`Vhv|nI&u6CUEJg}t`MiB@ z$|7&q##kWG28M?Z0M+0+nV9sif^!*aJ88SZI44un6D+Q(8eKfvm^kbhd2D*QSNR3W zi}Uk8eirW4aB{ASarue|M16bzN@A!6-2wT99`X5lkj^I0ns_J>)m^@E=s_f(;>vt0 z4S~2L;qyc*J~r0OQ%(+|i8vp=wsUY$9d+x_=b>;dD9n2*+P*wCXjvATY;6b{zr`a` z>Ume0E7me9^@Wzt8QUt)6@S$|@f|8{Fi$PCg_bKWwaA5IpPd`0vfm*9X=P(^F((B+_&6a4;T&*R zvOE;OtoY#Tt=ap@P6>LPtys79h3>ZQxO|v1a|{9I)50PhMUO}Sb`FF&8lt;xc>UtX z2@kicPhwT3xX81Z)TtekgR)uTe@~MUIKH`^0}guc?w9aUDs@bgbJ_Z3v7BexGgvR-Sv_51hlQs2e(@LOCLr~STK+Qh$X zD$1D;4i5zd1gw6i6i-&lvnj(fuw~wfKITIpKK=m)HaHYr{8%%sS4nFXwaA_t)|&rY zM(%dfOg7ohj&&(2DXkUcXFYXv?5BLK=63k;Z7|$N2*l@tf(EletWlG5f54$l)Yk5n zm1zn&5Iytq%C4(BA3dJcU={OPLJ~@ssgmG{-ZY_26tpvdO&&-pW6F^^ar0QHi4N8_ zn*hWG`y~@nI%MqA=>4P~x(Hb;^B=mXAlIp z);xJ}S*zkw^QC0HTbD0EJ)b{CmOiG}DxW2O>GE!&`~9{mL8O+yut6S}80$?+%_#`N z7k|Y;GL8RThDbDIaBFP|@Or;hRUNl=lL*3U{qXQb68p0?02#dXBp|{`Ya`uB{$pSg zL8L4!E&1`j=&#Y&*aVF|EQ@3|l$Ktr`SIE|TGF1HgQToW{f+_dXUWw>n0z}gnC(jV zwB%WMIfw4tr6#7sKM{LhCM#-U^q7X_#xv^Kza!+Mj}$n2*tofk8m*LMyv52md}#;% zVeu1?0Uzw1?oZiZ`y)+8a@gRBFw>~co8a4hy@~$#;MOlZ~0m* zcBsH=M@!|gMjZ)0bjw}2Tqi?=rA+>-URWZG$(X#nxii9 z`T-$W5lCJvA{ivd5DzDY6bL~B5lb2G@DXZ5m|FPnWK5g(Z>uD7gAH8As(tt-CQ;5e zKqq*)E{*4BakGOi1^>bDi0N0S`ANqHw|UuFsoRoek86 z^kYVywQpcJ5f{3Mh$c4Ju)amSp4w8h|C1inF;euXPGGd&bF;R7rj0@4;pL@fjfA~xVNo%e+{?qiBVgetf8yl-asBrF zCuu`2c;sB)IG+6ozkO+93x@z8-2!L^Ks#})*SC@mE6_^&d{&H$z#zsnW* z61*;RjlsTQ(zG3ET({M9eRW&HeX-UpslM#l==7_Z!-j2dNBFOSJ_Nua(I8=&htb1C ztw{L$2FER%ymmY(5@|wek#BFdshcErCUK}gmzKhoB+s6~ShZ}(*@4``Agu7o%hToC zG`<_5_cD_u98Hvzl0Gj&^0-S}-#*d$+W{G@ zzM?zLg?dGm4$}cdwZ}=v#y+qQk~9Nh@D~nX1z#OOWWZVs!!j9JzQ*yB>a`YlP~ir* zLVE%9_UU}}+@U`X_rp=jxkEq+^adrgp^*_V0sk8u#1`l5{GJ7G1gNv~%r!eyd!SN!3NB5{s|&BqNF_E% zN#aPo_Qd7wd5p7a&wzscnke3#bF;PxetsVP5 zzD%N?7AdEEs5S4yF~>autOLdfR7EZ!K7|F!@Rm84w5toc)rVKySG=NpG|ApOeTc#b#LA_mo9~OZR#wSmKxcA3KK(U#JTduFfTlQqxKs7xq354n|*ZUZ1t8 z(OjQ&N|e-0UqkSc$3Gm_oXn_TZ_54;La*kHI^#%pHB-(q~!PVoN zHwl}rI@ZsRwo8kPDpZGPa4Cf|P))~;tmTiY6(G<3wYdvnNRAWVlwy`Zo?qi)^z`;qG{o%HQ56^jZ{$vz zdgc}vKZm_Vo;|g=vn;9|CRjGVQ~qgVp@#c2l>g>U?eWGm2|+MC)Hpey;}lkdu{dHSqK7$L`%^w47s74Y76Ej0Tx+t2I%nKzx|FLh5B$V8^^ z+*=i;dKZ&W!GY5~j(NMnWb9r4Bo==CWi$HiF*A~1{5w02XqL@BG!eWV*!cQ=6cJ-Y7x@RFe(x$3PBL7C*%&uLM2-l0}>^+pe! zghW}*C;s!U$?QeUjdzgNmHSax1~Np^G55sg*^jFhmd=J8-y$a?1Dh@mj-1qr;2T(~ zHBe{eTw)kubv#1Hl|}A6(NXp*w69ePNm;FQV|Yecg^>Be^Wdl7bcm5RPNmMCcQG2q zXKp+yu9m^=EWioN)tZ}XA`P|Y{XAuN>E;V;+x*36eLW%y=8 zdHG&8wXeGBwinH1F{71OidV#iYz7VWq)dX$y{J6A1# zGN{J*Hg&Bch@Tq#_GCE2^8|qLw7HTx*rh~6fY&D<9PERMYb_i%4ZQZ$uqM}oT}OW3=%u`z1>5;kT=V~r?!7Rl=Q@|z$;Zw=kC z|6)H8!=Rw6C+57=^}kmLqY@5bQ zkZ1|06%`j!Q&J8J6jwF*f=SRsH(ohc4XhS#t8J!R zFA*|0EIeH8Ep1?meKlk>uzRWnYd_UY?Xww97w#7GH>S{k!62MgPUq%+xdA``jyTuzkw`Uj!U2NDO`Q2Jdk+2;fzl685;J2U$o|5M)R3%stZ%YS}#VJg03_L}~%Tf-;2@grSY_k@(* zkSaS;i;>010-=UjqA^n091+b=>BbuHJds-rIE8ucYK#wajRk65bir$ zcMJq(NrcpRQ$_FjKP>6p`s$KVgz;fcS)SENCe|P)=BpQ;`WZp80e&lMOj(~%ra&rX zX*cK<9(k+JP%?(4=Aq$Q8EpM|c)pKAGgWS_0;__q?PE_-@%C^E#e9CBrtO`1nWpPY z8rT4O`^sigP%IfUV1u4OAc^-{S!8+@BW1_)lvo=4=$ENpegqg0KW4(58N_2JNnWT|X zTK~G~*AHSD%GTxMnk>VUlkB()>u*dn^7(UQT1~PZ5J!1<&%n+J;4cengD@-@X>Dy? zUS6)X|6*9d434vwkFIQbS|;7X*q({Z7zjSxy?5=D0{$67T0(a?O!lum?Tmb`dDr7@ zbiR#^cbA)|L#n#r>tntfFri9i{@5ePoj#`YaAa(+N9bb)h06R_d?@H-62*|An|Qav z0zMVUizKvAK!nSgmw5DJc_bR`pIRwZ67#k_G>;3hs7! zU(r8A?+Ifl!=jKDr5i59hpbrCEgqYQmnW|pCqIx{@e9jo)l+Aw|8ix%$tS55?kqFmshe`h{Y6{Wf#poMDNOQ zyHr57uu%+PnJ%+a5_YkL2$#2dBh1?b+=d3^6@r)|ys0T=K0h<8|6J|s#2C{T78^@J z^DmK9!_9Sg_)$^e8I)a)fM9!VZJoQYJ9EDHChN^s4J6&LWvIVO7xmmYDPsyx3JHLW z5}5shEe-GqfWHFSj)Af9(Ad~luXfyj_RQK~>|pVWn6%l~=fw=c1msDHLG&@85&XoT z@@^APj9M<%N~$?fwdqrG{GL!CTxn9M#=T{3Zi8A#2@ZSvW2Ht2Lnm*i_kP_-{Gms8ox5I3*~7Sz;wSSw)*8_hbyzoa>C=kwKK!RjNRqgUGSD}eck!_ ztWkh={S!=opn^S;9bv|HBM8l#1oQC{*&ayR8C}+Zc5d z84a}Xr+HLKc<$@;VR0Aq^j4TDKb7}?*8DemJtD)|GXK;t;Qe|v)}bF=-zY|qj^XNf z$kCoOD?@xpY_cLFFq5Ocj_^IMmz82+=Y~)+ozsrxk_?(=_B6|g_q1UFw6qZ(p{`n_ zOj<;kbX1YjNHJ>1W*X!PhIpw4DU-Z`y3P%{T64?`pEuOIy*Pd-=OKO!a5K2- zuJ3=Q&FIdDB;uSj>WU~@t6dL3jg}ssH$;n{eWpc5Mh@xY-4pv#!JRo>xGxbl#qiX@ zBAsD4nyKUb?3}cT-b_j>zOUj^!gua}kZH9@iyPWMlW#mKF*qu?K0Hn`dCjU}DfDt_ z32K>39b1v6z5eSv1i^B0;!bOGea5BW2^tx&HdyhPh(k&THapCiKfFXZEiuRa1;?88 z@^UaC^;E^`A^0C*$1;1d@}TE&$>-wY+Y}TfpIJ0=f8W0E;IW)=7k=6Cs0T~<)c5u8 z(ELRHi=<%gAPKT}b#wb0G&3~x-F6$Wz(-!&=d-PdQiF!P{B4J4D&gkI0e+8*4RhCP zC#`Ti#S-xpf_yrO0xmX5hh$RDR5n%yq`{!a|(WLt1N&k&=Rg2WiSUqF+A(F-`nrK z#J%K%P+o3H#IP@6PI=Msli(ckRs7_ znN*M4gK?}mP{@d=ND#7vXzC{XCBLlruQQ&0zba59m1`9^k)lOu!fMCf`_lXRX#2X- zV=x;ecNMnhP~$_j)5Fe|nwH9CZ;FIz_|w#*bBPOc2#PR0&F40K{l^;f>)_zvo9%|A zH$ehwF1jYcHl_&1Q|(dJ?%tZZ1wd zD`910YY7+_9aTUZ5>P|QMQHNHsptRJIX_AgojWEgGZ^fm$U*h7bnr-{=#7lpr*c@4 z=%xRe5$nVTmX~V>zR$CVeO=8HcULP_Ez+#newE1aaq(Zq0z1>&+pM`!1|IHgpQi;{ zy={MdzmIP`Bw&yTo=6?u8`Zkz5gfM#u60mf8I__^sOTb42j_3&WB1CP1@omjUe{A2 zB)QVwYVxRMC(ARZS>t#8J4y40)WgVsJ#=B#V|Kgt+`8m?OiLH2bNngbO^N!Vq}Q>) zcjkq6CvW!>J`;WN;|=8Lh-Lh5ST|bLPDJp#6&D4*`>V{YO)(>5ox72;z#@@=-Iv#% zqeP5~t&xNU{8$L~&O zw9cI`*qnFvsdzo({>k@W@_PX&VZn}l)0YxkauaXNIFgy?agvPPJwcJF)8u=$e!co^ zeY6w@af0CwBd({(qAevb_tl0ZM+5>M+@~Yl)D5SJX~0Umr8d;j83zvbqWK?05G^7} zaU))zu1$wC@}JUJ!~zWy*Ajui^|$x$N3%!;YqGl0q+Z(n%{Sf}A{pY|X9B^-IwMmc z$_)51H#bMiB#<-$HzNB__L20f(JBbL#RvD=;Gh<1I062_=0RkkF+Dr z!pn$US_V6n;{{#!THljKS+ex}LwC|ecgnEpjW~34;iBKdf;_6#a$$qL zwIFd3zLwUclj`hs$!bHZhuJ`|yin(C(h1<%<;T zDdwAd$!%s~TX+sb4Gnb3zxXZ+`d7T0S1TMdr*T9DFNoFl6ZNl-zlfW~rADMa<$B1= z%X|Yp2p_{~r`i8^d043K(SxQ*uk*XFyp~oV1GH^OL+rG|~80IzAz3wH)-HVeo|dW&ezwos%gL!E+NgK`G)17db&Nr3Nfk(%wBu zOB{+ycuSUv`GGdEZlQlepQ7btzVEtjO!MOAqae zq0Fp5RL3v1L>sMkW3AbfdNUr3t}7G9$!d|dmzS4Y@loDT0BjnZcxRiAzK*SANj?Dn zC0jN%SU%fy7CoK_;IX%wmvybR^zzknu@(!0XO)m^chUR9LlkKx?)Lr0pgWKRX&1&>9$Z*`NcsU;Cx z`paM6tseHcUReYpazsmwNtq%z?R%LpF`5@+n3Mt$#L7rIkj{`=8xRDylClH+qBWk)m7jQK~H&lw-penjh{RL zo$k@r4aTv#0BSFMMV_=wB}F#PDZigp+eOLbvV%#2g@r z#mm|QV6d}?dvxSKxg5Z|<@YHYB*J!fZH*=Pb@K430sbI72QexR6xYxn`CboLVUeTd zhvXTlNn};8DLq@q8f57bvO!xYqibeJCp0wp0+4&iZI@HKneOn#X7W=p zTwc$1?6|2&(O$)@QRQ$1);eOMv3(sNbL+5qNHA$CB1~Osdw3#sms~rdc7IqF0Z|;zCpKohd|=;U|3E}C9|yR7PkW#V_xY=nMeiqe)|GR9w2?A9 zBQA0uei&+NQ|;iiJbym*f)a^|je}j)aG=wksMM~0zELI5r{3pi+xXeGEx4Pa)SYqdnk6Fk*-zPPV7E*|-QGzdkZvtmAahiH2qbhL$%L}F=y zWGi4OMIeWR3Zy6Vs`qnNbd_Q$ERCm)2NmIFH$7<7lD-?-%7s~wseQkj@|T;!3om!o zYSF{48$R+#bFc&PFeB*{4z!isj8|s`@pbfE0+VZBG0mH*goKQs71`H|T=FSUm`ZV}y&u1Q03 zr}y&wru5C0fS8jRZ^!z2@7uJWK7Cq?d~oCofccLf8$agNo^4jmoVAcQI`xi>%7!m8 zZO?k0A6Fa!c>EmC39P>Nat+6Z!TUL=cIAn{L@PSW;(4}V{S z{?1ZHMny%Xvp`2o3@p+-RN)XT3gDQ%uzxgj`*>bNa&{L;II)Mni0}!Zqv4)mAQx0c zZsP`GawG@cU};s91Z>*Pa}L>u$h(X8WkL)N{m`t3vC5i-B#1EIp^INzj#ySc$ccDE zn0(3l_WfIB3{12DcVp8PD($$1d;0`)O7Xr;6{#P_m$C}t_Mh0&R%Gcm>&MFuF(P;Z z-z(j?h1H?Yob(Q5A$2jr&~$cbsWIhq?mGqZAvw!3R}q)9gMv3cJFS_G73E(v{ajla z<7;nP_$}5Mipn2(799&k*JDhZ?<5*T@)Zf7Tid?re=U}o(DRrvu0W6dQL%BwR#@ci zP$}iGaD26Bxtz}EyTK95J zWo1p$^Jh z#BR#*d7iFK=H!H_Thj&qO&c^WpY`-IbSfF_V4&d`^WBum3Dl<;7)ZhMBoPRx^q$D` zDv45YDW9SKimRe6sb+zW#3aH9WHH0n>@@%B(v{HlaD@)1GhX4n|H4xHf)?sq1yb4Q zPPjt?d0I}fXz0zNIdKwau@DLT#a{&{=~&65jMnd5r%hEi0Sb8gpuOsg%q z9jGb&JHmN8CT88fFp z`?h_r8$CDiR=A%`jgMSLmijh$|ENz*rRuPg@s_ccv$i)Vuut7z>78uyy`Johg7!wa zxdqldCZ2A#rlvHdWxp+=X)A3!tX^xj?>_|JjMy89*0VO?;^OMF zt_ak|_G3}Xru}MgQ)sGrQKa&+>Q@88us%b;KmR%R^=!nIvC!d}eQC!jpy=$lbydsJUCxn~cLQ;7j!~eCi|)sJOYY^?R87`J+dc3XT1Vqpy29?; zarSVtRUsz!z#7%Sb$gf8u5P=FRnrB~5AJ z7dCcIc)B<~d)9N?apR%$fgMDosq1xibY^+37-Wqmb=y3B`V{)Vl6q(0jV^)`!KG#j zw!k-a!sY4fOnr@;PlgMI;>#cg+uX}x1DHG%)Kua?l07*&fjmN4jtJ%sJ+-tdvqlaT z6vI>Q1NTz>`HCk9MbeP;!I!ZB`_(xE>>~?QYGnB0nkt+6&bIsVXU|z(I8Iuv%IQ zC4mDokQmS)CZ)66!7!GwNya98D4nQ6UQ=9vYI(x-YH4jSb8AbHaRCVDI@SjAU2OL- zj3>7)%0^T=aelGn1Zry$Ll65eK9RK?!(57T(aZ@t3NYpk36Y=z^uIPgfF4E`O}dN4 z+HV&xnX?8Wfi#WzoonvU$?EB;4GHQE2~P9eY~@k2pvqHX?X`CCX=?iP4WEHge}Xe! zR!d8?JX^8cZq0@{DJLQY(@g5ytb;%B^)NZEH;x=f?YeVZ^bcmv{kVx=E-9AwzZw~N z?7iW5b)SM;C0BcM6A$j#j*!0a^rVFNt%>jJ!N(Uo3Cf-gGtlO3ZN13HD*Yd_8Nwi^ zrifuY2o)Nl z`9b4pD`e_Ux)GzRYo~ z?Cjy>WYAdqw1<)XJ9}Tg+&ww*Xx^3>n$D%FZ51<-+0d{H&&=2;7RKQZa9#OD@}MSX z{n|EmGVI}G$utP&ziF)mKEG(3sGWevcE{Su*a>JZ>T2sWvcxwJPYa6*f&TyYhnazA zO#pCF?_CL(7#wqosJq`0bpj+gG)8G{zpPyfbVaD6(W3f(AOh@&16ymT6D8jF$$1}_rbi^JMJls2g}DhH8lstH*o{A}mo`vPZAka6f*FxA%Y4}yK7uxE!Gm6k zbrE^+gyN zySUS0r07sdb+u4jFW*l_B?kuwufGNP{jTmlSNmDqY;1;g?!7(SP3h^$6l?2mDL{N* zV)*^FhsO!@h#nV!M*kN~1}PY2)z#1mj@=7G^d??nZ?Lv;Y_PtXn!6tON-BNh_)0le zmbV?9i<6y+8N!f|IUb_oLIR9oEzp7Y|6GF`4ksX%QEYEr!S|@Sf1%8SgG$gfgWNiY zi-7`Rb`*iTLTX=j^|PM^`H{u!r@qjgKAVa##@j)l%volj301HJsFUW%6X4o+{?Un1 zJosUHfsWYuHPrtE5=#ED+kG!qeLcLzJM3IkT;x34pI1%ax)IzUE|<6rc{EWpzaf-h zZ0xgrs(tG9q3N}tsHiF{Xgm_d!ajGw#K(*A!?AV!jOm(&dK@Ef;J|>Jw35A2LCJcG z16bq%UkVaTNSQw(#D||VH`XLk_XPw%i3Ts$umGOaN*+T61)M5|*Yz`2e5VU|+?hh2 zdqvl0rP-jdo%X&;bI3eh+!B7wbUL>x*S4Rf-GRbFJS<|dj3Aa~S^o3;0)hlSN)8Dc zKS1!{za_^PP_rP88$*706ssqaU=a}-ps3o?`$Rq4cLv|3%=|y@@*5Mi)V0yG?{1_L zN#lceZ!yP2?uaccub{S&7jeBP(PX1(zBPqKLeffeUKA~UG}(Ezb1tz~YXWF=kYzcJ zeVzXs3G>cBD@O1xlYm3|Cyf0zn92UGtEeb5$|cGwJy2^EU^GZ14dq=S#HK{_i(bj{ zP=gDL7@f`vl)$i~iOLeHvD?jdVqAz3gNdmkEybsJs-XG(Q&Kr`NGvNVZGiLB9oD|3 zhTs2|_i&vTHC?SQ_atWg*_b-+fJ{jJC)&i}@(&zA(9l>?U;l)Z$u>L~6@X05qXS9M zGe2J6W(`WX?TDLEW9Z4Xl=^Fy9#zb1ElvIA0hyw?`Og`B*XuE?^4M)3kk$4(RV6ZZ zr{*=D{Vj5AJhc(MMfgr8UfbXiz6`k>k&ORiY#7aL(okIeAlyFvqv304pvP$zqn)?T zjEIoJr1)M=0IWaZnLFoE@AJ)^Z-2mGT3gaWs9@w#ShnZ1WorrMQ`K(mpM6WG!pB@+ z{~Jy75UzoPc5dIYkByM`RjDmaB(HLd8-{NM#YM)I4&&*<^~bX`Rl$H)3t(Bkx|i+Fo>WGI`t>?9-u*fF>GK?>jgBBHD5|%9AP^TyIqtUc zu|ixmqY!}*w_yF4qADNDXb|fupu z{v=)x&PGdtdxOrg^mEVSyQMqlhKOfDB_Tq*_w#J{BVzp?e+*t)~m?C6L9~36SCv4GDPWT3L+PErrJy76j0K;+fezJj8(NmoI{F3ir;k&c4^}ZTj0RY z1ol;dsu|}VPKcIn4@-cK9keC)(}>}^lSz{w7?y2PQT~Q z1$;y4RbzcO$OClp0hHFd+hvhaae*qwk7%*jZUIW~kfpQ)-dE{qbRT`>~#&FfT7mT!0n} zgmQm>G__Gsmz=k_8}!+liKuiAH~QBjuwz-^nEyv7k9GKSubvO1iTMt}`K6Bn!bsf4 z>T>Z$Z@g9qOG`+a#A#tSd!5T$^5fT<$~Bf0V@#tSt{=>kYfJP-bRo0&;RN=0{dWRZ zj6n1_1Wq;jt+U09dz@YsTf2PYKAtAbYbozHxlFLpzmHy08j)fFj+LtR5i$4Ag1-5w=>s>LefvCWNa~IvD0=&^jwLQ+cqpvmwUk)| z=>kg|k0u6l6zW9kU{Ws6dO6=9v4?|Rube^he4VPTg8x#wb)n$9*@ZAj@Q~(1Jov3V z0xs=^%S~q^47>UljuN|7yB=OvR&9)=lGVQdwA?;_bIDEN4l5`w;B~!Q-N9o!>**(` zP0oKeVheqdzmyUNj~^L`7<%s1%+^oqHFKpk^RZZ8nhjY@)Hf!gS(2?5^QRV{fp&uVp&qFo_Gqc(Oz_* zA*!<}`$B2D#R`~t*Z;1gAwXOP5U1J_Q2fw9<%xQyC`63=4r)`Co}aKJU{orzbG341 zOzSazc?z`$*)}t-KW~Tk=XlLH6cQz^n7CXvI9OiJ7l`^8^iKA zle)3o#4x|ZNz?F-SUIG|ZT-LeEYCd9%hVLG#&zfYE_ibP7*=;4yYI-q(thLC-%08B zvbnmzDt1}*XrML`QzDg98yb7}X(%Jk=Ekyz1WBM`JfmK3Xf{Q3Cpo7rs4I!LhCT)U-j$Uml|3d+J-CSSrWt>qjx}f%A@w*W zLTQR25YC~{8;JLe_Et_TbNjE-#Sc&7G(sr0$Lk;{AmSb|fV#50o{ugtg=74f14S*Y zzj^%f%#(x0hlcixf@#2zb%%NzRELY9vfyL{BG1l_lZ;FQEfUlc!+Mdt_cPPMbxKGm zgZmFbo#xm${%5Rx^~7{dG^C*uOV{RRy|Z}jT)X*S#TCK;B4Sc3b4D}hODLX4edht4 z7Gzqm=6=i1zn7xgSniU~(Nkupi)x>rH*XbSXJ-dqsFG5su*~MnxQq#+R8*cdC!#2g zf-aMR1u4y!vczNbBAPoVLOO_oAwIdSt@3n~xWOHrESdO$2&XxRBy#8ver{VqO7k8P zr*gPyNBLfbjz6LjH?wXg&v?Z7tgi2qyxGc(t(x| z9eFi*HV)obr|BZ|G0Xa%r~g!Z#>O%Zofu|*yTn@&sgERR5s4Jo2+0sy?68I1^NWaB znoCHTe)eBbE9{$C`9D5?$IMK5hbp!1>m@kxOluq0wE7$8d5+}ct8f94x24(3k}XaLoq?wprtQJKQvA2-%#$4-%S>9 zsxnWT1hOv19XeL`X+%A~Ha1?tf;Mmfy!h8#hTlT8Yb_27cVo)nX~BpR5)u{V7$Z7F z(PKVYIY57O3o}ji`c~f})30xVCe=$X?P~`{{1UJ`*x$JXk3TG^lKD98r&iI4$iSG1 z?N3TEV)-3=ePbk!WbWt$?T_>L1~3QK#wZYTBN-1($7FIYxVHul5YF@V?7X4YROVq zQn#T`?bs?JBDADgFz?uAth`mD#6;1rNjBo5Q)xsn;A0Z~sTDh?ko(1zt;$+OTFcq| zg8ji;znu?+NQCsAsQ^RPKmR#&#`-bwWtSvj=OQy8!y=>C=C82o$5#fKZPpo23Z} zWRPKK1vBDhxt>lYSyrf$}{J@A>s__vH3EjAh*7=we* zvxVlZpUhlgsxl=BWYVpzSz&Q^E}ILl5;xyDMZ33XpWZav6C=4*<|8FOH@?jmPBR#t>x$07=nJxT6cUHQZIpICkdVC@5WB`qyAC|F@(_XP4qNER10#B0X4k9{|vnfBZ8gS=2BiR<=V zN>)zJ;?mOVwtM1qKlk7O?oSudGkTn)ntOrf`|KIsH|bPd`Sbsy>8!${+}bcaG)Opv zFd)((ATh+2p}Rp^DG{WlyHmQmOG-gPKO5!Kp&MbFJ4WjVr*b<(Y?KAZY@A{>hzg85Cav(MF0PgD& z(A`brN+Hco5rKh4H_-!g9tN2du?4~vG&C%YRDJSdGqCct2=NkZy|xd1mQInWsRCk~ zE-rN}D0zALGRv};`7gl*besM+P#?1KO>VifQ-D?EjD3dn#xs<-pQJ`h&fN6$8Gx6v zo8Zh)ns!>a1h+(7;{HnvcseGgudSc==ktf-GvhVlK&qMjqtxR3P==#Mbbb#Tn6J^68{{|hA)@jnvpY`Q@Updc9YObJGL_&^ZUQn zoH`EC@T>8{mk=G~+ervR24u86g`7^A=sX}U1-y1wQ|j%X4d~Bw-Hiac|JJNsZ41D} zu^RLiFQ$bCoWZi?m3Y(G+Q`P23|9vXVY+Kz$-`wWB9Bfg(bTj1M=a+2VIJdgOS{l@A#}!pRD3G_zke%O`{31 zLn|zN?cD`)M|{NSZ2Y>|x$rx`1S69k?C$&tCRDz6cr4M)9^zAOG$LgJhhQqF@K*p< z3ORJ@zW@M#1WRfM4~N~*i=!uYm9@>+hY33GlY+-i&%*mwrcDAIih`DnmM)*G+M$ld zBwy)LL_!^AKl4!#@EX=Pch;>8#Xn@OvtgkG-|Jq4EPnUDB;-v%Wi|uB~7OR+y~kl{WXjWRm}cOO)V`gW9r8be9VL}W^j^(GPIwZ&Vlw28T@tb4Tr@ItSwzm<%35V@TY2`D<;LZ^GecMn=+uA4#6OV z4R#zEC@bz%!Z2`&o`uQ~@lUd}mJ@*RTCsqxKs&@rgmD}l8S*!fS(<`DZc8_Yo`q}; zklZ`A%I`}ad?o+#-$_CQrwW;zCRknwkbpyXdq8sYz(>ew(OB2`-cIte{;4-=@4-MB zu|^*&!mX9tJPt~8FWgNS7#9GlfyO+9?=%*V-Wa%P2PfaVZVd}{U5wQFZ#)4T+KSqb znJg}SmJc^a3a97iSC1|NBx;Mjfl~y4`am;=4>{N9Bn$1RUrSG!Na^hC)MuFmY>&7w zfM#`UUx_e&Dpa6$oWI+qzjH&_QAp71_RE&1x#vi>D_eyQWM$N(p@8ZDN8S@-e!C2JZf;Nd1ir zWC9HE^D)b}jyTi)#A&C(Wuyiw1lqiI-#EURb>Bc1uaZFk!{6M~2I0K0Sho7$cu7WG zHn4DvVLiOss4p3xPkq35$291OWq)Ed<)3uPs5Pz6_ir;qIm6G_7m!3-y|+^C&wG~) ztgT4B$e=Xo#zxLrJUe5k7eX0NhLYSdhQ(+E=;-4TD1n{-TLeA9ml32@FB5Qj z6!3&L+W++E?rJmFakOF{CUbd5WF> zaw1>^{GkY2FwEZk%mp#+KYS2ieO1ZH3C6xP?W-!JgzD-ePF**if@E7;dw|}lNPlxO zxb}EE3ihAd`am zKan&YX|o(V{+LYN5X)du!`+S769`^7BUI*->D4#3x*yLyUy5Ns4*kWEq%!jF8InO2 zB8rbK?Z?k4;E3i@rsPGB#yJ5EVkcWcJ1UrUiu6TEa4^_4VASyxW|uV$N8bG_8NkT z#IGxcBF>7^pAxHql`d9US(!gf8sEoJq=`Bw3>HQjiV)-ukHWyEwt%>9>fl1;uCrz^ zwn$R2u;QezxNn4Qy7B+^j-_Eju(GmNfWez$!bm#ksQ+W_#vscEtq&IjI-j=w>Hz3_JD zJ)QTmwD?C1D|t2f;yU2C+C4hXzI2NKsNEp{S zw88&KY5jWp3NDo|9v=VN-pnh`-~c-?A5d4nJE;vCvD0n(GD1y9ZQ?!1x}xO0FzW%L zaWB2PiY0AcU5j&bR{+uh>f8167~ByZOw1NTLjOg`CY`7#MR1Wjbe zjcxD#-V=8IEA{ea^}u$32YR${(QB#a#_4t~v+J|#hDz<&`^rDVi2@5nyis;t%LYCA z5>NILrHuF8u=;K*zOj_srYIr&fz^lGri&$aFe@x7bomUILOxs6%Mttx<1~nfiFfBa zs{;Vf?dM0*40- zhVcHo447OM;4XgZIrIyx5dnz@#PUdJ5t=$W)s=t#{{7n{i#K+fzi={JQx{$LxX|DA zXQf`+1UMe_^yX$~!5^c78Uh2j(2$~mH3D3K)&>I(zm7#ox`8{H{RFFlFO7OeqADdx zRix)NH<~17ZJgbri}P*U!+zo>i)rjJCWX9GvLI!=rTYdjCHbDe)YAhsPc=3?JX|#y zUq3&uonNH!a-d!SJf4&!kpU*PlF%eMJ^&$&eH0H>VM~RXrDhEeN!Ay2Hk(1Uh8S4V zm{f!lR!Rc|+qyfu zqxY zK$8;Tf<87|46uKen|&(|g{rWS{gYQ)1MGhY*yXDb)MGP-iM>vLpw@2il-#}*GFoAm z;TG{K2qfjfr0?J6p}qS%c&~vb)d|SqY`PjC^`GVn`yT%WG~KiPrJ$YNrYk&LFu&|D zS<3m(&d3PueXZi4&K)+sc9OTd2cqV?O-taBV7%uoDAg(^(s8TwfBO9YEC45`h+kuE zW$T|`b!)7wWmKu}gWh$GheLULN6d zA3Kq)CPQbVq2^q)`05xVRW(v%%crD_p&kd$|oNQz7cdl{d6POzLwA;K(8+0CJ8-Tr zj4Si0U7Tp9V&I~TSR2Al`H4vdn5!Y7Q^MS!^m6De4q75nwqzgs@I}R~bkbe0L%7$u zg9t4l!96`8;GY4?u9cmgdtH0CcZ(w4i06i&S;wl(ug)(aQO+I{g#$*y`aT9TAh~e@ zhE*r6+qFSpZ%^__xc=bJ$Lqi@GuVv10)>1W-;(`-5cUqO-4l^vhu(Zoa`P9mp&(Wc z%Qji&Yf}n7YM+cIdyG!OP{LsU%Kn-Er?L60I0KuI^+jbeY5)myi3oe>y}(^IPs8F7 zUsmxYrCg?o%3nkn@=(~@tg;eQuOH^t?tx)G0-An{XPXjQU&CNz(4q%z8jO~~(|eXg zGMJ>nP%RZ$mT_66Hc0f@$_K#jg`~G&S09dGV-|D}LvXW5i`WXP z#5I8Uf|H(GAKq148+4NM6OeshIL-e602#ABOHr?#sIRZV!_-7{h^EBH@xfQP3EZ6Y zE*Xl9I8-tM>D;~pj`(|+{?1o6)%fX}{DCxiC_fSVN^cxf7%(*FOs0Rz%!%V8XC#7sb}N6!V5%hlnl+)w zA0ns#GsAyZvt1l4+y)Jv=OwE8l7rc4>7rhE)Eipx_3Zi}O(1Wc6DL=h*=kRAQ`g)w z4zC>CeQ?6GQqhQ-M0T zo#aE!b{d~ShKD*KHr9KM!i!y}z=!b)Ew)iknjoLCP2Ny6fo=LO@EQ5KeeP^tIy|v< z`xwtG3?~j^$_9ewk%`|oeoAUWWtwIMvtEr zc&{Fed{?sYXVQA{;?>I+SdbzpTpvVpVp1Bsp6!P%rglGR(#31J1CCbqgaS8*!GpdXZxtH)l!kDr9$ne)et;T*Y z99!wB*Hf?4OkzgxHIoEY>JCF;n3Kaz;|?&8PxVcW8d;4p>=!0%MkOl$oGG5f`MUq& ze~RJh16-5TC&#)k^j`e@=(~T_IVPx1S}}xyD9PSAQLK`2oECNq$){b%_F4GE*nMsVp60;pcBZ`!ZcP^LMzoUlo{OQ;JjSLHBl&cd#OO zx3w(NRiU0u^YnYXQkbD2W$a+eXZx86(2{BzXj`dxd_;H;!jP@zjBJ-!`uifwJiIIq}vz_&xK2wrj zk^|JZn*kk?iq{}Cn2KT@5Cn~x)|4%Cv^|==weVq9TprV8)J>w>x}0ntt;KGnDT!Dd##<5kDC05(=d-MDv>s z9P$bbeDK26Ump=e_I<*k+;YL$Y(GQ?L)YaqXsyp^O_J4W=0N7!V={Wj;Ztpic zFYo^D?oZw6jNLg!^Y7uYl(P@KA9f^pZ9HOdGQCImk%M$cr!hBr#&r2OJvxQp68hXo zg*eW|gnev?&%6%YneiZ#aDpBPpo@gI2&a-gUsNUW4Qtic*n}|;Rz$yYrQ*iBbkj1%;b7f29kRhK37?>&TtThP zdlCr?d>8h4R4RB^*--5yoiv!`oOj@DUE>_ajpRZ~cfaERvmbRgooDQLQr%ElrCxl4 zjPS|d&M?sP>mm}QhpYK}yq)7@>Os-*W;V&HiR4k6X&-G#!3`0MCRHuGpXu13dQ!&F1?de;!7 z+uqq}KQE4jS$^c{Y_6@{FV>?+xSl)v`1BL<+MmAJD=;4*BqW@!4rnhbTIM~w*#OVg zc8VgR=#kva+=qDrK|EzYdJ4n{GOt9{?B#mrye*y?b1&I4l@nPL;SX{#zpqRbUb7X6 z9nM}%c=pvcNS$(=t;1qwGG6;@&$g%Ef+J*{n9zj*Um%uA5cztqiX06Va)6O)J_==m zK`h%d)}8|h^(#4Q2-PqRU^S@~iCI!LQ$Tey7K0iqBvAE9)H5F4XH^axfL@0;!;% zV5~NVy=s#s&529n_XFW2IB_fky%xv!n#{>-nwtRe4<+J&-bl<2=rj{ zr+rU=9aI6E9Rwo`?%K8x21Widcry0qw~dqNc;iVpl|spP3(k{XLSE3ods6RuDvV|b zM%A8cvh#kn=_$@{^Bk&gcUf!bF*RL7q9YU|?$C)rHdRgt*L5XJ`EaGE&mSyTh8jiz zllZuKAz8`7#v1`6daj%HUUc#4gV}iR$2molEw7dx>_Q8?17_KN$Dy#;;>-qgkiV}4 zrZVFQd<{>;vI%IIhY|V-Vb$cbh;#zOAB7B&QQI){m3ie??mvR+4c!X*o5nCIDrdhh zb~?;8=6&{nTF!@iI+=!P8W`AeQObTRPy7lqe~p!Z!xuTyACf$IZv>+(pf=B~D2`O- zgM9x=yuc_z*0Yxku0FYYNw#flhSvS79Ae>F8I=m7 z^Y|6iQ~6_E-q838QpU?EFqJR^f`+#kjmB5s!&hK#3fymCA}3cj^?)TDHN7UzObpsDM4QOs?#%XN!L5gT2Dr-$*yA|E^qKKese9Gy5J| zUTMlOO+S3I8D9vzK#TP@A#=NP2ZuFxx3@vng-6T%FN_784zv@O(5JqWKBhYY9grl# z^QPb25Ydq9bBF#4CEwSDA)`JIW0aPo;CuV~`y#%deKxsXPJ@8~!Rh(aikGJZh=ynu z+YHS(0`s&&xdVI=5kt+SrhvJO(}cH*W`du3vxWn`2oc-)G-3@4-vVdAd+veDJG4+z%Yl zCUYQ0TRSF5WS|8cF2*m6yk;MH8uGjNh*z_J_1cJ6_6%&Wy}@K$=@j>n6KSYenb3kH z@bfM69rY8WL1gfuo3?)&xs<_BF-^smMEc5JJcEkRBJ)YQN|`pWNu{rBXLT}!@x7)c zhdiT3+3(=95%Gaf6HL^ou3r4WS{h$yU2^)10xcv5)(}SzO)?zf40uYD6cv%wWuPBo zMpIt1&7_X#`C9e?#;Dd^T@j9R;n*~{F)^Pruzl3>->$=N1ELTcCls({J-|@K7s8nK5I+*5Jw(Xac#(&$^sj2fitT>+L>nAZ?A( z5Uac0YrEY!^wHDPvBn#u>3(1iUor~+1EqV!6@Py`hdm66;_sImWnXq7#B6#b_gJ45 z`wLS#ODNyUJSNM|Us$kN9QP0cq`KxuNqaaTYxn|4YFV&wYVPkYB@n0l;?4}3f~i2f zV`<>oVq96t8M8`w4i+Jml_@NPF~#7wIMHado#W5#gAZWq8vFK}<$u|jo|nSUekUqF zY=c=05EdXvL>vSqR@74^5?m%rTOGkd%D3GF!x^1N#$`mQh)+)NNW}f`!52GF4A6e@ z;)SLr!;eqO>INwqCoa_a#E=SIl`J8E#f(9zQ1KY}gVfsoe8KxZB0`$evxBjupHJJV4=rwDb|E>>rLe-AW>t&${lW{6-6O zbTiQRb?HR>uRl&NA>15q6l-q1KYVJgYUh_UhN-f#m({B_a>=H@%yUCROVXC(uwdAK z;}HJB1`2P7+a7M)#qkp%qcD=9_os!+-{+9ctlbW4ynMGMm-qHuid$vpcWY|gL$lh4 zbTohV_R2GqxhuC@Ee&F-@VR*?E*=)Gk~ci0ja>U2WIjBTe$b^IOPQW=eVlRkuTW6v zdsuN+Wn5AD2HZzZgyxq|d`Bg&>=PJ-(%R5J#e3#W=WZL{B_|t!W>fEd<6pCve}H57 zdwY93@O>gLFI!tLr>4ZgFa*$ts=;gN$9D-q{=;?2TWNTp&shx-{&pe9Yr*_QBQN(` zxh8y#5{Ekjl4;v&`2@db=rkwhI9l$8n=_sJ_5+PhF+UNL=Glh>c_eGwLkJluK1?Ee zwX0c2u5W3nw_yTQY`OeI5CoEF&I0RO&7gijy>SM09|BDT{!?M|ZWfYC7UnRu$*;5k zV<1LMixq5}1A!(!c5`#XP{81?Q-C3!F-J~}nMEMKOShoYiL z<%8>ng=M3d>UPT#v`aOC$$3_-=<>qPg7pa7$HJ29SmKH|Rb#~?Y zfwd{YCN9+s)*oV~n3dSr-H>mzX)G2W2fc;~^qX(`?V#7NRbvg|$F_Ps)V$o>VEK15 zkCteA^Rs{YrPoVoX^dWW^DjxP)PEmp;Fa1M@@J>905C~PsPh4U1hm}kbv>V+=EpWk zoJL1XP0`)QRS&3v+-Aend-GQ&k!B zb=XEwOQ>Wg_wFFO@MhHuh$ouvsT?l(?fD!TQvR5lrlJVXw)GKgvITS}rYFC``H&g5 z)a5FfYs9-vw@-l;+WmCU3birIq+$urW0ni#a;83TdnlKBLVHA#v8{M=KSxcsZ1M# zPZu=aFxC~PA^%$u-pH<~MD`KC@jt-sE#&TOo5eI;RdfIzJA#0`vQXHDkPD=MY+xWVb1pBkVG4Wq07vz1d9X~Wfr`(iv zhu$NHJd95{WAsn20GZvPG(4 zu=N7g_$oey{2=kh1FB59*9V!64%Jm$LfXnGwVOE)`kQXN#qEjp_XP_JOH11ac!&(# z2*rkFpd({BG2exzg`Dk59(U~DXt)^I%nYSpgyR5X_rVp`M|$t` z3Steq-Mu(@#Rtl#7wz3JWDzGnX3gUhU4DW*b2X@`a)ugexI4Vwj|zi9%J|r|Rh{}c z41xblOs60;Tj=OCzxMQ4TEDgCs(rDuQz8>(X;^NV!z5igc`yH^D`ly?UYhwp!p+H| zAFFaQpe(6Ax8R%ExoYWnHF#`f_{FNnOfy20B%X9k8F{cpQ0}eJ zPo>qh$YGWgT(fxIHFXR#^^)<;yJ8brN0l}+B8^g|M(8rWuxVc350 z!Tjn!k;;bLZ=wcfZ4_@_KP1C}&@v~;@i0K*5JQ-Mm=v|xt9hx*DvO8e{g=nzaT_(R zZ-jrv6szfgnX6RH?ecJNfJBp&X{yEyL9#sqj7*KzR)K_Nvm|RTkKk76z}ep5M?DOf z54n_6fZtI&c}{a$hc2_Zq&OG@ zA6K3YCe4{W4l-^8JqT(IO{8vr`4w5i`mR5w6@;rHoe}mVM)e%&b}cPq5&Kq-1v!8( zqbCo_oLdc-AQM36`}dv4_VmKxQDIjr`X^8mw!Z5OQIebXSaE{7Rx0y_zsg_)a>1Md zp_1}H%=8_H^ocj(*=m14QSZgfyx5bx!fBV%hAOcxCj`(w-gSOpcRv384X{!SwY2KM zb@lpsyxr%B3+2C_{9n{Tx^?yS%vcwzDu0jnL9sl++eT+?;gZdjuG*Q;D;Mey3(nR* zjEsz+^Zj~&)^x#9{dt34aYWn@s=f$FK zkC-|Q0rdoOQ2xU&UCwYm%mh-IUKS*R`8T%2*zlXe!H7{f+mHHn!DUs122OrH!-IE} z8$`fP&JwK+Nx(3JjDvQ)}zV`~~Ep!^)88*UreY@?vgO+_0jhwSB63@gk7TtuQo zB2-wg39J0Mz7TVqzkez8)8?PKJOOjP{M_J{Hgeq;R5; z%1V$fpi3OvJ{ZaYC@E~+>65-kksXf2?0>el6!AHSV)5`I?-9Cswl`a&HZv0+iJE9@ zPy7^Ko%&o7$;=EC1}EHl>5ii#;?>o4VSwXzdrCfiV`Qex(e!&G^G;PqM@NtnK+jN# zoph5#75-M2$nP_y82d2mek0~=+08roZ%w-n@=2T1!}T`zWJ|_5;`+Sr zTFs{rOox07Q2lTAaNAjs$PccQgR8P=m-k@n=RmV9t>L+?y)yQ^WXNx&5o74sudlZT zQQgm(f|If3V%SzW`dkNL%tSyIga4^!d$=AzEltxHpF!Rp6(vBD!URmb<&wCtgh~Mc z5HfB|W69P;UBwzl+9M@#)55D>RbO)d*>`Mik>jtb7SCN)V;tDRxyS|aM%jNVMnrmu zZ)sCt{s!-oAEo;~V>9)uGWzBC!KO$A!zlGMF?gwbjNu%<%&_D(X>Yb%DF!!!NO~Wj zdG-zH>~&^LW~thI-~_W>y;TddG^ z1qWTD-?@H$G@AckLo|eT>o@#FH^4zXko~Ot_NhSnua2ved0HpkE_MV51+mycW)FXrQLA0c(|^~0NvT%y*gU(5H`&jG65-)+EK5R|6PoSnS^kXG-f-tO)$H#ec7;U>`2Q>{~-UrWeDjcxy@ z?uM?(54xNzRESWtP&T~#N)D)MfH;YbFlV!oa52ss$KD;*fot71zYAza!T>17BJRvVWwc$U*{P3wfMky|7@sr$gZ{!VIcs@h1_hw(r_ z5sZ0Rn6y-c*FZ!z%@CN}L{s5n8n&U7YLC8IA)YCUIU}0~))M;3d$H7`(oC?SWcJVS z!D?wJB_@O+L5?nSadGYEfB(t%n@KTgO_YjfIMU-GyWudI<&#!|^2Ou! z`oiPHBU!1mrgN`6*U7NU@y4O)#uad0GED-(a36fdPp?HkejUf(v)of(=sOWZ8tts0 zrw0Pin|W95oiQn)A0_6EjkI=L%rp$%6)0^Ev%8r0ZP)AS70k?E&n?|P$GkncJ7AQcsYnB~c$@!!7 zt#}8Kw2o}PSvIIb14Lt^krVlU*>n6&B_%h1>~2p&33>ir%tzRkZ+*|_QigHSmKppSLBC+&|4s<`G(N8l!$u6p?6QDo71H3Su4PuhwM$M{mB{OIX5jd)qJH z50b!`!KVocrttImax_R^f#>E|^XFv`6CX)7I`{N0Ex1^Nk`HJzPbf`I3&A2t?`{0^ z4qAAZt~o1$26A!&iM$p*BTxdMLv9>^*4g`2E#&QWZCc!){Dhe`;;5tbwDjaF3i_{) z4z13y&fQ6T_MHd8&w58b5if%&j2fNs4p{5eCsz-e&0x=XNQY>zU=i%a*}W}m(red4 ztu?ACT)%dqGT3I2BvxVY++%)FB&kGfW$l!0Uy*xmWp53~3u7Ro9vM4B;lJikfLB!W zJcQBhKBRSNTL4}SZ;isG{UAS1)6G1JJh!+c&L?>^^~Jh+&kx-bWW)H#DneO@5gIJy z*s1SUR$eV!x+SFpK~;dXYOIl)kdP24w7`6kjI zUHHex6W8eN+oDMP-1$Z2M z(JE&SR2XX9v2JvUk4+X2_+{YcNFs3WhvAa(g-$BibH)^JU+yim^{v3oiOB8O)S;VC z#U?_KDug0#*wdH*vILa9Ipw=fbA?flfnEk!`}Xdeoc8Do&MqvxeEz)g^+gP5IcqAc z)p=_;X~1D1S6*!fJz#mV&6ID1n<(fR2Dnl$#u>bue53*ODwbxvGtFpm*@JyL7tnI&OZiRL?ICNN*ba~$6tSc zOlnB@tyCUS@tRmauk5jMOu0`T4!y;|uZG~N3zlSB&HpYis0?1<5>w6K+S=LS;^Lxxlt9z^<>F$b zy1E*$BosXdTUuH&EGsGv^8Zi_~}*fw=Tj)RaPD9r^F7D&y7}uTmsWQbu}XpY{5{hv}oK2^5b{r zpJO>0L^)ue?Az~;R`F0@C9N5w8jgzGh@#xS2D=SK%Y|U#hLLJy%040?L4AhHP=3KK z(ne4dFvc0crR5q;p(p(?Mo0uyp&KEC`JBms?WZ6&O}widq8^&TKbFG!fcbT)d&Z;V zZ!HY5xJaq0QrnCwWfN?3DGnTlZrB3UWVNU&q(tHVt`8<1`7j1dHj6oo z#lY1rXJA(W+YNgwE!^|5cSolM{~-1ByrHTpsy5JLF5u&fptHH9);~FRylvO~wx&s1 z8L6q09><@?&?6{97hnXqbZos{;%z@qLGg3}PKerH>oV<%txuj&x-fk6#Ob%J#kmz} z@5Ww@E0H$Bx>n6!@QItTk%PMVQSun8 zW!ITclV)O84quyGn7=RJ)&^l{+%I8XV)X&z=rk_codf zsgD@~!}ZEPe>B-kzo}TTtWFpwjf%Tg{@!bPTdG}AvsVK|;8@*wJgxZVWbsI29#LWT zLXk$NVx^QY3NQrs<-C_*yI*SKH6%yzbBjwkhzO49P~U*uwF z$TeC17d%diy{V%Fl!^jC_}Ti?=>Cx4MqykB8C$nb{a8l>3-Jv~ijR#nxh>8VD45LM zwF~~H;!{zdCOIn@rB&t-zMo{mkjW0mB&jDajN^eIO zxY?K|Ih`?GEuV|T+gKVxqH$}%^Ho{Oh+N-k{MUdz9Ev$-Fe?8FuE33gQPX|q>MI+< zE>U99eyI}+wW8&VL&#)7vAaW_#JmReV{D8R77od-qT=>dQ^hL)nvi>b`uO(XYlDW< zw=tCJSMt@;?XxSw-W9N2y_yRm4*L*8GlW8ojcKszBwT9Pu&zQFfEmoNk|{nRLE?H` zHar|>Ai?XReG&BP!DYqS?0ZJFQP<(mS5s4AMutH8ru#B*MtCE=pGRG9L0e0|?R>&5 zM)jUJUH_Wfm_3LCjzm9Ja65WSSKAu6kkbW{0P^zLb8Aa2Zez=uT*ih3`UJSKQ9FB& zXcrsMUot&+;`&$Vn|~LBY_e)SOQ`YVAJoF*LZg5K+JbeTi|1GSpWyPxz8TH7G)Q4l4l`9_FN3Xd(eF|eQb)e)>G^q93x-L` zW$sE?3j*V$R!-(xmzTdzCEYA1%GJf3EN{_y%-{IQV$7SkP$o_2@DW~G(6|B3?7XA1 z&a)063uqi1W?r%Qu2v*9jXfi?xbvt5{$9{RJYQ0P(gD6B0(Mh#3XGle=|y2p`)= z6)ws?%#eOkHvOu=AFtC4b5OuG&ud12SPc#?DOg+s{Sx{9@H8xIS_DM4*C%gb;1o|w zHcT!;E&<{;%3g-gXaK%{Tz%640U|$4${s@8_Z0$Gqj3ber2$kjF!ETMxh5y4xgh7$ zycq$jVSH>%@aEGKsB~<;jo80Nd#%=;?>61km$tWmZf7cp;)nrL2zAtIoedlc<~!f( zH-auEU!E=aEeUlV#DjNvxU1~r>U;!-d7L=iSvbA-T{&8al5#x}xysDkry(JHUeGYg zQCpcU+NAVzKC9VkB>Sp&GyeOpPpUe=cpB;>4f(wf67tI@hcT7?s)j7lcj&YI!1H~L z08mu!hLLzlzwmN;R%AN;@#?AL-udGF&R>GogYTFZa&Hfgb;cZ#DXteA^sRq;@2_KH z0hJnG`L`I`?0p+vQge6k6!qO^2Vk@CASwoM80gtroaF@ygK8{gVn~m`tybiTD;eT} zSCz`7f7miMln6o|l-|+{JG#07E|q`IW4d^SKKT`pvBQu80s6wbYc!a|5pWjjb9wd= z3xOC?;y}Yq|87gjJQxzk#KfQrgXkFD0TMar;)&3|u}Uc6Xd765je%GJAOPy6WlG)* z3q07^7_{#_x>G+)pc{6IxUSt#A{T@*hVfZ-1HUr`eoQeeBKd$eztjTB=vO;78J%m- zLpoQ=vxiKP!%t3$UPq7%sX| ze(JT0VKLPA=R`Af3FKEvJKY64PduyQ9Na(u{KOLb$xhDsdA@@r<=efzwWh_xhO_*j z&ZYfAu*DU&?ifIyR_QnHP&Hj&XBauoG&yxCx;>0w97e?eYUEe;hmRgTz)<}!KE9si zW*MNZmLnzH0T%7WNS0Z)l^~6WpV&lLJ6JO^XEOzpMeDn`G#6L$pL!RUR>52{;3NI2 z)=gjNh0pTRCC>*nDhiSoYIf(I2JPd0WX0^d8Bqs6A~0eHr1!42wNWH82b8-SgoTB} zSN>KRm~>D4{{0(tn9yU{wVVZ}Cg*Qo_+Q^p89jPAaNpi3z;kVLC2Nmx-5<<*JO17P zYEilp_SZ!f1S@}S|4Q^=J8_5$%;}r!r*E^lO*+F!k->4)>@*=JS~*T0#;8zXYZwZ< zIhpG4y4$KPyqdQjQXNuXV3JZ>Ao~tteBazh)M0DPk%^%6S|;OW{j7U*4v9lyDHDgR z#w6FP`t{e+ZPSIX41-yP8h=&;2{9jqF*Q3mn*t2%%Yjxj?RYun=dL?IvA!fQQr$9&lB`bwjqr$L9jH2^ELg zgUvfuPSJpz(D7+2Tr-fpK+Pt{%h~348I>1Q#ihiy;Y-3}8>g_MTlG59o@?T<&QG?aXz~;1XvxIXdftxMd zV_nB@q|MHIW1rt#QFVQ`Ie6W(ZIJ~6#Oo9f2i_OxX(*yKM4}y7*ROwW4WEKRWj94b zK9(j5+(lINplC^ri|^$h?Y;Y)Sqif|akALn9By1CP5 zFZ-0^!(P*9(1;eagv9RhKxCqz{50`Tp9+S>#(>A$F~6lNd`4DQRxs~~;rfSA1C%0W zX66(w4^Pk0d{H4VRR<#5ywuc^mjB+pEnNJ2+!^4PI%r{L7Gi0z;{1+98BFPNa&y73 z1f0LXH8b$#$z%uof}Z@(4qUnrQR6kgk1PG$^E@iX%w3a%k@3$Ks?`GOfip*jjg=uWH{=;L9O2bXe;)qeJ zl-&4{|Bbxe@pf|myltc7=BDKm;+RDXML*pt|77bXs)OjohGHh08UJ|fVAW@;NE7RA zS(MhnaW6~s*3#pq;)&@SYUaMTX@+!7xKa1-$Lmf{VUp#MMKS(Gp9=>UsBNsT|M)qL z6WX&o*BE(tq$_{1U3mAw#~<|eK~(ehni7~R9KDAMQ<+Ul<&YU#VM(YBl`{9xy6No` zyihwj|L&ry_I5Ql+h7J&JPpn6K4#`Idw=BasZxp@P<~cQCN-SaSQ? zU-P-)^Q2b@vS^&QIIYtEHQjaWi_$Zn6twNfBTt5g{xse^y4!#66;3ECU?s>NBUCoY z{Bq##Iup;UJE@I3E{n73I@wk-Aq+25MU=@j557aPu$l?)0=Bb z#l(fE>#0wwm1~Q>3cSc{y8S~q9b^WELUnS+VZTIGQ51r<*`s5vj#VZdvw|buVmv67 z&5r_Q!TrZTr6QWl~nsSmWTgf>X41NEFff7znA3C)jfSe&{<1NQg3&{Aq z17#Ib8O|r1mIhPvhD^!lBThj_AYhwQPJJ&NDg$1m!WcndwE~=l;PbFss*4K++WCq7 zYZ~D21UqXLRTT0Is;07mZ(j;0?o)N}KvzzaK88S=nW#eOT_gb$iFh^>jDYRhSos=#B-MWk%D0z#~i0v zQX)~C=mv{N3aXpOF&jDjkEZhgr@H^&_&MgWkCBcD$0pfjkB*T<_A0Wo_YN7)u}@@X z&k#Z=Gh`i`tR!TUz4!Wm`d!z*uDYt{dK!GcpK-tM`*lYNjC_euoe7O@4XcVIMp)76Rn~q;Y3~&cl~rPtF-*w0F=uD7&fqv0Y4S63<3(l;_+WVg)Fo+MC2Ms ztsIH$o(X?6`8XB60bkR!Seby?biPun3 ze<(7+mY@HGH8|qr?7rkx+J@=W8^h#5>D2&nar`hdjrBa$w*@&(`6qL&i&63JJ?yJE zHWw6L+p@pT4&5bH37DGKqw*G__Ipdx8p0Mv_UDHwTOZ#?AkficF=}%bUmSO61W9p` z-;OIEv|KJb-j7}xN*AS|-aL9eY0GwIhLQey-9zU&UQ!|=qvK;QFR!rZsFlIAfK{gLPo-rW;(r!TE>;Iq8$J7eN`ox{ERV;VleynC z1mIFT(+40)8{@%P{OO~V|B?%r=okBwKB~Cp{iO6E*&F{pq4KMauLdkYX9pMYmldlX zX$R#QkIY~xnN1XfK~%HxaSVH$Ll`|rkGwZaMpwe;bue%cws7kA)gl(s|f9# ztq!IgY=Fkw<0hN|NK4CT zB;eE3;xRMYVoyv7#-*$Pg1x!Z8cqTy_eB5rjB}PZfzeD~Z?DC$4Kq9fn@1JLM)#s0 zCx+dShnp``Q}^mHtVl5V8)Jo{8l+7vnVtuuq{L)=;^8mC4eiEbp*bhOG@MJI;RQO$ zmWm{)I&V&g$r{R;HrCd}rWM&hbpCQXHc;pJOG7QaED?|QD`qeXg)oTRxDlxsmTDOT z9r9qleWAEI<(eft@@U(+MDqTXKhC@5aId_NFb)Nl5QZe-!wzco%d>4i#D5#tM-8R| zqEwNm{(m;9;}@4C$TIj=8Q@$|=9;~KQ(oxn3@A;Id}y<5@R@E%O*Ky4K!AQBaQ)`C z3dxmlFRCN7h-;rJY)Z6BeNKxth_k}}>hA6iIGG8Dzux*f!BfgZ!6;Q{H(ugCC|>m8 zgXIB9I%ppE-ui8Yz^<%{o*W4<+k8|8ObRma1B5K$_A>-g4QGipSH5+d*_ zNuG;(fd7e>6y($BBV2Bs1${g|G(9u0as% z?_#gJvV$`7HX6DX-*)D8b}EX_cz~VtK%PRnTO1@*TCR?#T0nrteRZI5<+pvU(+uzh z_AU4J5FH*Kek_R+EDTZq&mFScFcW4A)~HlHE42ZWod)}pZGD-8HBfWVFqSvAcx;Nv zuZ)=3zz;IuU2(Go!>u9dlZ@FNQIDr^BbS&kR#zM?vpN({+tJr?P^{z-;CT|ay}erV z4G)6RGEBaAuN2ZhJ#A{`d1_LAYVhdMBQ9C}IOC`l6q=dEOsyJmTT((f{EhXTFI{Nw zA7r>mFP8xvhDYJ;0iYg>C$oXF56S|smOKwuhnVg#@bd66A`m~Gc~wc7omtqbJLsgQ zn6j+)&_})VVkywoO|qKI)3HpES)+KMwz0kr2Bpgxu`vp4Pk8wFns?hsrX+tKpnUfX zKwVvVpm_kmg9e=ZSv|P`=O^$uflGa@%Y2*Ub{*IvtX)3d0JdR|Ch-n2MOTJVYD8Z z^YphMkbN>1@^^kqhAqK2{i^a(l2iJQ8Rg$iP(`vO2=XNnZ`bdx6 z@!Lb>f+95t9`y&)+Ae9oH+}Q0;lTR5axf^lGn#$oVQ83Iz5xcHw9!!0imq6=g#9w$ zY0WUj6U`KIE~l{0!RV6XL_A&@&MVZp9``@xzqmarbbkg9qH_O9eEzV_Gv>$1OA0J8 z?1~efVRFfA(NGK3I0$u!>Z<}GlN1Yj$pG2esmC3OQ`NhYxVMch zh1N-yNZ*p)<4bB9-un-}uu1BmSomC;64hf#jI{jwnkT7W^?FZMVU6r7*|2q?Z5F6o z)?L1pt6_6Ry#b#1*Ihf?r$3gNMm&L_au>+}!)reNT5;=rqE4cI$D*t8go*!Nr!pJB zsMGWDxYQe&x7;+JWIp9S!gu>UH3bbC5%nnqKAex1drGkvgY`;kM}CzLUm?C;uf;zb z4G{`&EA|-_w5(}v%lUsV0DV8lSJG@J#~*kZaBPO4nSVF$Ap#kOXbTeP7NVnLd;}{l zNn?1z6NSg@GH9B;mnz2u#mWT>LkJQ!!}0D@EKZjZfgr#VYYsgcjsaCZ%6A&N%5VrP z=ataRmewimD^)25%^Ke!L5SLq_-oaKRy4@?$-GQjn7t6)O<2`-#_l->dS0EVZU6N& zrgis+hMMu+)n8%MmhG*G0>1Z8*}gwvTL8UU-@f_Jw}J6`Cw-RD?MMZa>1JtBes916 ztF|6`v)f8&rFdK?o$?MOaj-~N2u*Y+pR4zN+rH9qBAr z+h6RKUB{TDm3Icb&7kMmIdEg@F}e582S1tYWDfz_w0=K0*{n#lZnvpL#qKi0GqjZDO}oPJD<@wv+bf8m%G6NXK@ce>EryP zmWHEp4R{|4NnIu|-FyI@do2}A7XP}#{)h4oBFYl=-v0a7=0@%YF!^8o#oAXi>1jP5 znVP5tP+kR=O7k0jewnA{) zEV&NocXfJn=Ut|{1Lt55iAPhM*;bQ)@oFXZI#T^7E#$Ftbd#8Me?dJQ<#*ED3|w{K zh8}sO1S9H{gPCF2srJ^>?63w>l=?Ju;#J8=NvuAbBAAxZCffg8@hnlvojRStIuTwdyf%7hm;r@y;E zJNW33jJ6KVOMvtSPjf@pL?|j(K?wO&$b#-hHsKbXnWbjhh^Jw^A(4PQzO3_b-)f}?2vT>?QD+CFzi7gxiqlLpjyFsgb^m{%& zE>i75%D4z#Tn+}a?RAfM)IDu z&MjKnn!7d^wSgC7ouzu6=7NF}f-G(6(hnP|@;icyZlE}PIx*7z9fM!1s}FJsnfm#; zK7Vp(t5cOVr~jQwpqzK;r{37Z=}sOU!wyhFim)dgi-6FpB~j$?&v`ii8AlsZ3o{9o%F_ANbt?E*pysJU$ADy=AG zx^ss(yqz^JE-PzM_Oz8EKxPO~b4CjK0BQ|)v5@&Gh!WBprI=^b_K^5_KaPV%ZdXk}QBIIxko20k5_3(hwGMQuuPo)!;yz`T z4pf~cYc1l*`43mQG!ztfF+*5Qmx#m9Brss3#!<1eb8+4A!UlASpkU0(Z1G<`zb0yd z{Oc1=CWR2=J5V62qu9`Jf;PnCAU2F3TuGd{U))lNx}>BHfJ3RPK3P5whKQ{eI;C*{ zabkus+e%QS?9cVTgyH4499uy)$RLAeuYp9_{endI7tj~Uod|v1P}80&E^E06(jeYw zC@zXk?)&7_Fd-(`eQxchi_aX(wVL6I6?cgdV~#28MB_lLGd+LeQpg;Zn%uk|B}s2S zDRTyV_<>aE)%d4;XJ9)9jaqDd58Ebt(z$cwV=Sp?zbdiB^_G-8W_)d-|&Yp<=$EGUuKt45&U{PJw$i-rlyp;`r95D(9}p^3ajw z)X_v?C;ncVdmT7;v$u&PbbQa{pJbz{P%k}Zw_Q{s=@HJurN&PIY`^8 z6vTKkO#v;-+uJ)Zu*J%-D~8FW&h*;5`CtpAwgKvIetsT&AHy1+Km02g*U|meka*eP zYyH8D4`#K_p3;Aa=cm2?i%PV5_G?iDAKAf$ixu{3j+~w_uMMJ%w-Tp)TU>&p{mG5a zC`r-wby|`74fWpmWQCdnH8hB=udp~;oG**dL;ZJjM$?vz84o8!P8nrOrGXWR0rI(6zhSW~t2ctdAwFhcf>oa`mAYp}>b^g~4L9S&GV^aK;D=20aT3 zp*6|;UfeByyMJmB^>J&{!}2ce3Nz-G;uChN%*PU<(k*K{_SbJfWtXk(69F2Qco7k) z>0i?xXUp#|uC8@>mfh+(M${yRm_}*Pa1OD7jR$YyRRcXU)}LYPMXb zo=xo=Q$eiLfAaD&+3LFEV8mkBK-o{$d~>w}77rk-QN{7vfrt6-npAuQr`Oi+@!8qg z$w_grMegtKgIWj)iL``-YUi6~Kym{htr4NJxNc>6d3jCOy{Zx(WMC&T@* z!7kgjFhLMy9>xq!qd2VniWgj~kQh2E6c?e2t;FiQ zXZJ>;PBLzh;z5cIL}MhO*)P3YMUKsj^nD~Wm6SLNVV0zj^BAUB1(qSHuk*R#Oy;yh z1AX^NZ`Vm@fe4~oJzH@$!SH}o;u79o2T|*S;g%0YM0IRKJvng`z0<$ zT2D=jAMCKXwuTSE+PpFm8>ePRc^K={SlO87%TblmkcQ-|kv2gzXrMvr{_JL*#J6m*Ln@?aA$zAx}hTla{Hu`K{N5lOOgzI>umO zg1x&wPo*G`f*?ea6-aR7Kw1$3RUZ}aM;oG`eW?X2I`54xGzNnX64)(Vev(T1M^TG} z3J+W8&5ApA++;WL$0n5WjLJ+I+gGfY{HgUAS@V$a!!d+CHN|=K18OLfM0d-zb=dXp zBWs1RRLXEyx_S2wb;Y>xpsN2i5h+2Dl@BO z%ohZz6_l?3tS{P@UNz1-@m0XzkJTrA4nflQST5;LdqCl^-iN#}%G)9BuB1q=teQk( z0_B?L`Zi_yEVlIN=>*|njJ`|r;N2do0F@!5MMJ;7tQ{FkdW(t_x}8a3e|gTBFKcRr zMeVu27q_gpbjLnWvq=A*a-~qj$Puua^l! zNP@8UGO2mgmv0BftGf%hSE)A14Ti#l++v9IB5;sjKH((avgf;nECY+{){9x6?fTW1 zMoqsfH&=e@g=olR-_|*eso+_se^GngzAD>j`bX-Kq8tTtkhn$Xb5EkH2$j?&`3FH1 z7K@mlFequADsO&oDGiHeNpLWg7)kJmXM`ZHdPF%u7R(k|spltl#y5!KKm;VxoE#jc ztF2?p>8S`cG_`|p)at%T4{7UuEv`RXKH32HEYH!)-C5&D+;5dwfQwdgW7CRW)DZ_} z?0r>xeViBVwKMH{EN)GWpXt_ni7h<;{oAhVtDU{wDC^pvKUaa5ix!}=dj-x#Z20=O zZL6tEo}`W;ZuzNS=YYl=HniNW4Na^1TDRSth116khdeu9Ywt$V8mG!PJ82FV;>Z;T zFMiY$53?Xriv2(+mHW+*jVNIQ<6m%i9h>x9F;U1j{4z6mPto_%keflvycE8}+|5@J z_3`5hd7Tbco;v@#MJ4e^qLNRJ?NM4|tMYI?$a*8SzzLL@gq6E3NK_NJRd&-OsYS&sZ_-xKtpVD3Js85lycwUX; z3I)(!2mxBo$JEqjMYR?A9gl=B`X`P{E_caX#(uuGVWJW{c7g?l3__T)Fy~x$D13iB z9S}Q&Ct*kMWnWK9M%`T`;Rzdc_3D7G=N6X!=0AyN#@aw9(jNNLgnp+XpbVqT5Pp-Q z&Oaes2M=<`L-N<-r&g+p5TvE0UoZb}F)$WxK;@dg7BPOI4f@6;1OI#j#C<>6t2Ooe zeJJ+l1P^QgUAC;e`8rcLspSO$k`xa&)W5azuA-)@a1NKs!}Plh42V9<VdhAoKSVp@W?|lAWQ|J(Itt%! zaRbk)#k2?+wr(Sa@fhazC3(TD*)eynYJRzpOB-cLS*&;a7t; z_Vx)1&LDr>P*}45>#vRB-kP+ZJ{dIlPZ`7M4dPz%YYicPI1CDtG7ayMw7Is~r%dVZ@|N3CmdcezA^nKsBjy@|!dgwp6)*Bb&da4`~ zOAQcc*h1Xapp6D=aCR*>Zge_38?yHB zy!9!=l$SEvIpFGOc{M}ZtAR79pzNmMX_=>auyc(d0d3# zq)wo?=H~k91!xHam0HOYqPP*L+_|OW;{Fp*nz*osK)cxN2K66Pqu${F+5*K!!@O8b ziOpkr7rHASsW7a)aJWwE?D{m_V)=$$n%?G_BwG_NKQ0z=bOne~qatMO??%vsom}Dg z?y14wf0n&)Kf9C*yis>*Sd#<*K7BAh2(o>1(6C`yU^j|=8)N+IvzfdIZNOgVZGN9w z{84ZYJWbLkry#2@pQ^4cs;PN>b$&GLv-uO`n}OiI%5UIelyJcJdv9C4>*?gN(^lXu zME1$%7Cpat0wiha7Bw`hdFO@KOFgsDIdHxBY<0`S7{KsJ1%uIJ3XkEB$nmKlFj%e} zT#x|D7oe8&rImz8C;3EDNm=WW&I&UW;>HBlH#ljZR5EyAprCbYyYBazB==eN7`;mY z5@r>h1jmuXvy?b0duH^E>=A;ShocU}K!6f=396z28W;%Ql#k-037H+rv5d7MH;IFIeKRY3^1>l=klLMlFPNJKn zNgK=QFqK?;5BM*Qyo8prygzuZqG#u+$$c_zzbmu_&EKH2Vgqy({46(?loG*1M*vmR z&fX%!FYEolD?xNaZqaBydQOfxhbwBMfsmZx6r3HjwT;zi*t7eH@0W4`8&k+psBSUyFmFBtF$RkVI-<~r-QTAm-D%kmbEP4HFM_Dt`i0?Kj!7`cD zLkS7P(Pu9j4#z@C0MQG`v$X&!1{yWM@&g7c6Pey`mitUd!`p!@Tmg=krDcBZUFpCN z=RNJ)1w1JF70&}Em*1xp)?4=2mL+g(O*T!{e3F;l3rxBD^R^VxR)tjtXTEDNQ9L8> zQGh_!Uo5)|0l3x{nyokRMUsGa*C-rF4u&Pn64;OC-pS)tYCufkC^@8tM~|%M$5J-* zyAw&20gQWhymb%-z|fC<*h9{m*_qE%iJB*=%( z!3dSJKMqdh%3abc={xn>#qt=p{mvWzW*#+; z78vdV@PtL-h`nDj1NAG0%ibJNH<%e-ZqSc|CNR#_ZfR(E?d^T?&oD;sboyrEa1FqZ zV>zjS80@)zU~;~%CVTBVwbX;4{@#HlqbHd}>FVA(Fl32Sj(tlc_$#cV2^=pQQ zNSk}IbJXSEqGrDdvETD+qRF#KdnFmO_zMMV7eL~j8IhYEV(F)L0(U_J?aYPO76BeM zzNef{*m&ZrqhvNeO^Xzat{`Sn0cD27D-eOhNJ&ZkPurPf9EWW~puNQ*N5j<$gJEFy{yB1)kp8C1y=xF8ba^HHCUOxT;jU33L!$`5wd4$X{_Xi z!?QCe1#p6T+8z)p+hMw?n$!dEn8kR{Rw@l2rk9mgv>c8+EmBKAUP+&Nb5!~wc%$$R zeL~L%j0JC>xr`!Q#f=(u4fenuG|j_lH^?m zfpHKGkFgSJURAWvoT|FpRpaOfjD_B_p58;{PQr}CBKOA)hQ#|;Nh+LuZovc!N~^V4 z=&7mRD!HeAQk`;`X*gPl=6hLb-g!zQz^DI`LU@iCZ){3@zWrI77-UOe$PEcYX01NX zr-aReR;xhpsNb3TE^zgTt%wL;>cH`-ybc>a9<0@tsdg zw0bOs>YZlJfxC=_W97p`WaG8^I+pR}c^tmdE+fNv9qA)3G%OS~KK@|XKy?MzvG0|s zRI7Yy7uSJQtl)}o)}j~~muKyq#Z;8=pt?m!@82PW_++(<1D>mr_##G#JXD<<{Z5m| zm!mH{6#hzxPEohM!!hZ*#QqZqM5(*RaZpS_<7cF=EtC?683qr7SYV;nMj@z9_-l}^t-Lg257i-hFezOvH&(D+AX+d{}cIocL>~7Ab2H=B$y}+{&V~% z@Y#bVG(IU$vxn&c3xL#qy2uo~>N${Z{kK6w3@BwB(S=ne)ov7F@VjGYJoZFmMf{g* z>L;pMmwWdrNK;-hBl?%!5!!prJ(ORz zAAa;SCM5nbj1?ll*d_R?dNM8!lx!{TiJ@$A0&{9>y+PDkwsG0Ic^S_l?mU@;08dF# z0EES>2W9-gquzu4JXTO-2%4G^r~c+kYtyWV&Poxfmkl(RAp&) zW`?8_C9!ejxEzCA|Ge4x-k{N!(BZnlzzYDW;{SUu$c@PCvAytEh;OhY7Njl&m+{5vUrE1JA5BI^uDF z5|RUU{=GDUidhL2flElhsm^yCogB}%m`;M?dfz9=ce9w`PX0ZYW)lI$z!fB{g9OWM zqu@A@FhP(VMx)^{c_iL~1`LaKXwBhVC6IDbq|;{;JCUAsWgs!{z`tiA+NF!jufndq z;+M6023Tf)F3;d?snxFn{>n4`{%qFHN+CPlgmeXL*mEcLg{!-vVL9Ke;)V%3+tvXboa znvH=R7vew5zyB?#c9#5JU5ea+-fN#PwTWXjy%j*IY2LA}p4^(6HEMY?WApk@wB_;^ z#PoMRA5!6A`f|pLnldg0Okmv`cwtlL zU49);_flaidApJ{_cd8os@~S#+igGm!Y~7GOFSR85lQHA8MF%2tc=nWQsHj>b?^=F zxWJdjo%*8YW=3QOVv+jpUEerUOrL;rYyF~Fu<7nsGI~be!{O0n-bk!DD7c=#zPbPd zl5C%aNCm0pwXgb*M_5ItUD`p237`lvp7J;S^I-#PKe#ztVvbHu{*}FmUd^Vrcnv(L zel-MYs=q#X(B&DkGf5l)4iuHxg{k%mRh4?T0#8OkF@e&O%lPa9hUTIZ8l5K;*O(bc6vS+?-www-W$GGH{aK%;?7 zP=pzx(6;*}DH_zMLWOMza5JEuKTI*gJiN6*G@BQsCDYl1sQ-e4dGMB${CMW|MnzZES@ruXGB)C)07dEN_xc3W948Y6M+K<% z&^s4+i{-KYOZ~z_{~DLDW}8kjfwyAZ^8ssnd#;9Z zNabvgp(iVsBArBf86CO~i$v%hR}BV98grm;AX(!QA859wK*$MMXq3 zumae4zp9i6pLX8`#FASHMZf0-&0vB4mwO=0HS8ggrOb@Z@?YmJ)et-A7v8Y5w;sxB znoHEKn%p#aeF}~$VL_=q(xMpvO@~C{?PQ z+JESpfdh{^#EiK^ENs8Y=2Q$LNF2rUjk=8@q^r^gC6J0wi!!~t(LheA6VVpMB4Hp0 zjqVtPuzq-iPrabY1ex<0t0F%0e|F4|_g|}z)T_VH8B+5QwNV{i&);9jr(A{VH-G&~ zar8?Rta!J|OCmstv$S7tz^nQB6S(>s_dt8@94ih-xJcMTI@` z!1p0FB@KmS5#khXUofB|K6@;>P>K;lA)KtR4O1#1awy6G5_OB6ft-RIb9oYYgE95& zi7(KyBfu1KQHUoWzMSnn7!^^w)pj72ecn+1*g~_f2K=c2cvIE+ls4P*XVqQFKmJ=^ z-=>51k7{dCQ=@srMjcYBXy@AyR1ot!9O27%4Lh!5K}ZOM zDukXsT?xQRF4U0x7~UTgf8^geTjATkHuiBDw~LCJ!)NmJ6n zhs-tbS*dE$3{HOk&U} zhq#gwZ5lbg$2J|*Ro2ml4K>B1?yG`8K#8$%CP=hi&)!^xr3zasu~0%FtqQP5vn6pS z%1U(9Ar>ea6vB#1h7;Yr>>lZ}5OUHqRP!E;EXm9^8=N?VA3l^g{*9fu-o20&n9UXr z{Ik2OygZCp1!6})`%YlsEa>Je^7N9Z`FA*4S>b>oSNpvjAVDQ1vMtN2X}Q12kvCy%wr;spfl3seB`}eMoXT?XWmkmk1khcYOt5wQ)kDo za4kT<51{-+aaZ=5y`>z3avY~hN~lmY=z0eTzb2lt!ZL8kUN<#KOV4N*dFE1miFend z>R7@&+4uedT0^#z^nt*A8X9=n6?nEHYBip0w(0u^ocaz|j<>Sw&(}e7x_XwBI07aI zlOFOrPPGOS8?aSWP%5dZk%5`uMTahviR*O~IL$>Wf!Cnc$#3T1SH`6KA1qCi^-jkU zqrZ+kr!^ig9$^sE4B=Juq*!Yq95h~1B2y|CX2mTs+_Q)GY44#O@~lv>TlSb?BfeF! z7*qr%z2Ko-T|}dNl!7_*@dI50T&lgNXk29P^ZfY zcC|uVaJbNZJM4h1l%DXcpR0OcII1Cl@M4$}`8MW z&fd{(7bvVzr|-jz|J0)=z-wT^n3Xu;QymE)$;8Ll?)j2`^9T84Qa?0Fni+9pFKp_FQ+~P08lv$5CMxphnXKHzOGvuvvP|c^i%?#VD-eq zOHd45M4_mdEf*|h(3#P;`^_$eb(Zg|T+_2G(ZOn-3evTaea=M?u~IF^fs_<7AO+{!5aTL16=8Gq?@C&I%i-`Ms!P{UNJ&?IpMkr0T* zZ&n#WKy4l>;;=gczVPi}uy5JT@A%kd@a|Mh=VGc6EkuqvPYwnZyA78IeE4D=zW46N z@7>Ewc&tDq#P$w0r-6fxoRE<4g3)i&Oi?r2@AwILXa8aj+^Q!?U&bMvJamf#vegR9(Q+sVL1P+YD+*KF?SD55wU0QnjNWM6aG;U5c z&)rH6D;5rS!-5G*0wLtvx8u-8fZ^;dm7ydLFIEqj*_Ziw@6_MyYnKfSfEnRGu0Qrz6eK&s!o%-& z36iqXz705$oRwa69t3r#XCd0^_l0Y8+H&dg*=6ID$>3`8VP>Z?NklHj6G%1)WTFNf zzkW{C0s;7t;_wB&{bHd$DC(l{FHCvOMrFH`5hfrsAO|>-uc|SEDr*|Eke_2UH8nb( zCDqmLDi?`hYhX{%E!D4JWMsVV4wrSCnDK7<@=A>*bxh=~@XO)Hg#OuKs9b*;X9UNp zL!k3ck<3*p3EwyH9<|_|$|}jZi7#I~V=;xuNzuN)!_j4*Y$b^0tDD2=a%J@0MNU=a z#cvZM*^&gsSK)As#a`W_nDe(iEO4M%$}tdyF44Xiq*XpGL`68<`DdWzuV0D>4IzI) z5cI7A%h*X|9z5?`-Rp7i^Mje4>w5*wtG>i64Y?I2wawPfv9>9wi1|2Npuz{PtgS*I zDM31(Qt$i7NH@J1UW`72Ko+DgOw0+-ns>^RY_jX;P|9}oKAUYMLlxy^xtJ%)tiw8r znjiY^;mN~n(+asdzBaYCwt`9jdfK{;2*(RKTxeId@oZ7~jw@2k6jL2yb=Eut?MN}@ zrPk$XOCf2c%Sj|bTKO=CupvmpSgJTf{j#hj$qPIzEmemPkB`Zj;e5W3TQ6a}PY}v0 zTpaCtLAF32*UTme366=0$!e0WS>{n#qi65|(KgQ78a?&|yaWv{j}gc3C|CrXO2dUa z2^yW)2WE`i_m0hd8MppsxX$)A!jaimo8uU5`3bsGHorR)_ltE}ioeJk^2bzBKdp({ zAB+9)SZWAdnHmSHX*wp=U)E(0#m zg626?P4??7(A5+Syl2awp+BW}r3sak&Oy`cs2YL2?i9j%>+$o(7h&Ca-4e#SWD60rw{7M{k4~qO)R(f>5 z2;(nv{MKmn3lIXy+QHEo?AxH~i7!19$)A_Q4#Pts1O`CrJsDdF@Pe1?qAgiJhlhXs z_*_&JP80+8a-?TL!$S}xNJK%(yTe@<5a<(tcQ3m|`ec|Ieg5PkCRQJ?P9{3Nn~;6E zgb{vL>nOtKi=>pGa zwjJkZMPgdAyOM?{FTA4M1}Wt-_CUaZQiLWGjUq!F$#GZdv|9f!AhmxK!$+0{K^Wg;<>#_3dt$4<4CYg9c$h%m!!Y5E(`FM zzRf4ro;&ci-0strUatH%1dty;e;zjh69lOH`O{*p{&)ftV%5{cM3l2}4#oxAPy1M7 zrP5S&zzCo^InxsW_he7!{sY;WTn(=D0j+G>eSG5yPx&EBA$Xg#pBHc+#A{QS$Ey?o z)4~%)TK(Y&G#{8IY|S>-is{1O<3RQ=$;E}(+1Xo0>$LLxZBU_!A9(e6G#{X-UJe*V zSPJ=`uN4hth~LX(jO?O5SRDYF=YgAxvzvd(A8;0Up_>E?ZwH%rVICK-P$j9TWl5do z&dz49D{E%sKtKV!CR#vKIalL{r-h}D&-Eofc$C#S5-cn%mirF`1yi!RD~LK5U0s%5 z=I0~O%BOEw;%uCpUS2HRF(lA~aTk$MD##pE!et7afe!bz;*GA$KQL#AP>uaW`Qcw1 zu{-k_XNgppTPQXh5|o&Th=||z^uHthrd8jd^vN_hk6NHVys_ed&pQGz2f~~X4UcF##KB()JeZs$dQKp?e{pfa`1-FIQh_<=KZ^|?@faehmuJy8 z<5*6%$iCn1fyO_oyvKWWUm6C3(gCW#MQsx*59J=bS#L@uaFb=-dq?*U-se#G9buJW zf$`5K;)}>j3Ck@hwEJkK`gOxEd3nWMe99G3pf%TBDV_bq)>jTj^cPy+Pt3=xkm26t zg@6aUd^D9zF`Ydj(gR-!QW&zzpzmFz5^+?DcP`r7y`-GPVyMZ(1#!~s*b<(6R|E;A zLR&DU2`nV5(;E4-DWAzBB2QBshdKl|qWA8D5tWev>UGr&;i)PTz4^C} zQw&{^o#v^kN)w){$}E&8QqIF|q24pDT|;lYo_c$WE=>bvD>82*pOqDm%3OwjPx}we zoZ#UCOZTZfpy`&|-`)?+l=LRRZ7o@+(Ic|TaN}d0(J7HgD&g}@d*^O8RkL%Ec;2io zZY@N4_s4$;oa&0O#^!KAJ>79nO5T+>0Y?e0B>{m*X6|HQR@D?vEl4!d-ZoVfR|2v()aPB64L@bb_m@Z zgB%-Np>si-J*ZS{Abc#lcedxzgw}Gkkg?XM6B5JU$VvlJNRXh!*v^}1B@V2BW|c+i zllx_$%n-0J;capPA2-gscU}JQqy$4i$5p?GTJ{Jb(;KlQ75w&jl#HxZZ(`@uWU1?4 z79dpfZh#1FO1DM^Wf9Zwe!N(jb}rG!_pxE&;!P{JDH;JEwf1N_U5Ku|UJ+&b_BT)5 z{gssvUG~MWLZa{>^n~kn5DWh5Cs1E~jww&AUL8ykya2Vz1&Q2uxP%BW?Jg95Vkubu zyEm|pu1^-${v^Yg+x_ORD&y#E=V=Q0Xq297MbF@FFXtKZ+}H&NXFX;8j`LX>QCA>| zdS#vE`Eiivx_V> z*x*~7>E>CM<0O7xrDN?EIrET8t9q2nkj2;#88Hu?z=z{IST@RvCv%dX;_>e zZcKMpGYD{?#uIm$&=#75zOA%yl;SuP!e~|Egg4xyha1KKW20_jk1!J4KPq;f)Z;>k z9DZ8VUO8_y{eB=dD)K<>Vkg}R)Ei4)eX zo_(}(+{0wp`duT4+(zOtn8bkiJlM=Fh0ZPyhPuo(6*UEwns)?yt0q6$rlI~V#-jtG zz!_a!LX4ET$fzC?zsPvZVrHuhnXYlf z)&Xhl`8Ps<7i1vpPUg{_X<8iE-!1g=*qi}=CF>o}3FBHYtpZVfa4!ZCS7kO7?By4m ze>Jy`Q+m2qqlE+Z6V2ck^1wLYatQ#w)>ExzPFtfv6zdGF&Qhbzj=KXQTiW1W(}KekmptpFH~wj^a_KC9>mTpe)s} zak5j1#ehi$3@_H@;m&0CMd2j>wYQh{wI zYt@$q)tj;<#=7W$d*L`jw~rb!MJbLI6hJMvZ{qmQI+w_BBbmf=1|bQH6ze( zDqxCu#mq3~$%=p}yVzJY_#YrWTi$7t=8gk{)f3ipXnvfJ6w6#q^I6|B0>I3g5G& zlgyiDD{Fp0B%>12_l;&q!!Mg7xc58P_vz5V_P33}hTjrH2Zi1PDZl?P!U#g=vQ}S& zq8_Htj5paI9So6R7j<<(BEG#{zGe$UdKV)1rPiA{0s?6~*#s_I9o-{9@&rG?bS;48 z)VR)NURU2(*Z76slw-?et+#VkLxWa-j!w&`#F%V>hl7*d-O4hO$sfz<=+9j0ow z0LkPJsHI@-s{)m$o<9w(jlCwVRC`qs_Rr^0!U^~m9&->~8i6N160$xfG-k$>r6*e22a&+M#;zJB14 zw0Ge4`Vg>X|EjT?^xB1`mu@1D{VO)@GT6Wsd3p{xJmTl2WmpgK-;DFnTrT*~#Bm|D zSb3`ax}(NH)kW>g&jbId8gN8sCsi5!VjyBS>E)>QR{bhVTDp8g@+Lmj>W{j z+06g?;46qm(8gK|Su{AgVBJ#t|D%uru+S?mX@7v95Qf7BQ-&V^0aaYsTJ+(Aw8Aq$ zpxP#st*b0^>;(q3`JL?6tailM)c$?b79;# zD(D^|EB!lo2%4**d?-s=l7XBFK?l~VNFQ_1v;^>)XH(JFdL#1x(!TcwP4=)gq7f*t z9D*-6Ve<`6xu#83PBYvj&(_w~>cJclc-)-vaDwlF!d?+v;Br0RoUHaRroih5$4)TP z=hiO#cDetQ{-Fb?Y^DcO?4=%U)zNQTHB-!J00YK(irE_}DDutXT&7#nplFOIMm`f` z%2JI_yy4bO4&LNZ(r{@-JcjG3FfjHICy!5$?1O)Jd2um!_7Er;>awT=7cx*xi9G|- zAP_aBhN_A2Lj*Z2LHLR9y}gai_o&Lo#tXn@{^5CL(sHmBGq|Sccn{0*?xEa|>FLAX z2G2c%PxeX^g>TbCa^EeAwVDcK0}=iF$A1)FU)04x%^+}HnWe-lFKJk0fQHkyuBS&w zSy$|v=$}Dd7gplor(4vW*`!$UghqbI+}F1i%Ll&3q5x6?lnXAa7z^j$UjnR8$}369 z2p-u#EiK>h^V)fc%hB2)fbn5L;?>@7)Nnz=@%!#DAe1>ugFXI_rt5&F`hWk|>{@ln zxXLEkTSitlJ9~VQy^+jVsB=ktEQ zpXc?wMvEY`S3}vQt5M{N05*_Qg(SQtD_rnRQG2dEG$Y1A(wm{ATezxMl$Toz^aoh` zOz%s8jPWQKy*V?(Uoc2UkBLIHAT2Oon0cfTR7UYVD#zAa+SBV~hI)Hs*2pYzEK%g= z>_`60Nsp7qYwGK1ocR`Ub2rLSxXwZ3D(p}kTp_(2ur!=mdv>%2j4Fs2r_F8Bw0$o} zs{j;hBKGIxOxS}ae&OK7u5G{AqXaigv?NA(G+L#kWCdiOEjT^Zj~_o$>g>plfAQF; zE*rN4g&2DH?-^r*&Fc3U5G!prz25HyXts!3)&(GinCNJgZxt|DWyL$i^PD`K*xQTo z1>Ro-cd4Pz_&1mVJQ(g!C!x-e1iX<}xbDF~%FgL^7@$7<;Mlo8CA3WoW0ca;wL?E< zlz_zYbIT2I3d@e1mr5YsNFB#U&ne`FVNpLpdl(oyIB_?SSyK zl;+gEyfZa51?`|o#jmOx_cYv0JrB1R6K(T{Ss71eZ@?0^(A9mnAP(HS_J|#J^;DZw zoX!-ce%(6aEibpBJ0hk^H8R|u8+Tu)Ybj(^R*bVn1B=J7#yvdBgfk!G%#H}=!ahtt zU!LWLO$#?qLP#oIHJ7fluvC@M{asz&gE1pJ!I@DiQ8dz~qXUoxHj1tZY6QgEfM_tL zP!~x0QUk`du8UuTvr1QlO=egltc-ykebp$}i!W(nX4H559^u)v;*I^5R1Io;M@wLatkIyZOib4cgt@*Mox&CuKWefbAZeBu6dX>-T1$F|Qcm#0=mLpvdBk%=FVu@DF zvM7&WLU8}wk?udJvZo&nTu5zhJh{6Wczz651GnWZDZ5CvclC|KXdqvkj_T{_=dp^Y zlO^M*55qrR`-Vk<`+I-e+@Nie`O`MfbC07x5^1-d059q^TOsl?v3d^aFC)7*qVO?Q zC;nhO`5V^Q*tlib;Gwey72}io_3AV*m;eQA?Lz-dcj6#8ZdiB!;&gP>y(ocVR^Alq zalK)X*qn6R-}`gATNWT%>rag6uzbhJjLpe|W*!s|n_%O~qB{28NchGJAGi*ccEg4| z8C_9iWV;W9QtIl)FDhU_68!h;&n1C+*`H!hxVkn{Tv|uW3MS;G8ynEuKGjI8ezdz9 z2vTdf18qgF9fM^L3G@9rcYELC1gNe#!7+!Hj;^4jr2f~-drkjx`FRZm&S7)N8Gct% z!dnIzY6LVU95~qAb!V21%NRtbG5NG*?55?i&B-%_78O_?biKM+W?Gro=+AXm?Su75 z&o_}0yUpp!e#uDfae>11kx{cZ!cI>na#RA3hIjJ$O;d|X8R*ajrG?}e2mWi?893h$JRS`^Tk_~5i_Sdyr@v1B=Fo%>P3&FTqZ&PhZ;hj!WpShUrSYdH zZ-i{Sy_etYLx4a-X_FZ<@owRF>=TDaRtYk|^b#EzNiq+RVE^Lse*eh-d^9!6e^Kac z)a=1uDNUWlu(mmcNa~xfx{i)~Lb_H(`IUqF`|aOE^QvpSVddueucd-M%v%QI?C$R1 z;P5{1ZQy9BbOPSMB{`Ny+VTDWSp_iRJ{Uyes|}N4TP^RFeG^e1Ro5T#xO-Ec8O$$= z(w>)IFPEpnY6)>Ly%6k(fDsR~;sd5x;Ubj6b|Ocrr7^?1D4iLP;Dw)yTJ;<^_n)rk zOb1zpGtgT8uH#z<(!(RzsNl{pu3XC1Q*T@lkBc%-#CM*_FZb%*IoYGFWbi(iyCALf zOW55kDzb6TgAP8p1w0(!AeNSvzI1e?%Him8R8e_7?ONL$fS|%5UOL9c;*>G%*{|;3 zv=vHGSznK_-kjcABH?cm@a?A?^$-=3@p$>D9QNVr>IXm{(AN(K(ck!{-*P?B=wQqD zJ3pS;_m`!M3|P!;+Iz-$@)jz9`1h)IiXNusr}L3(KN>5*T}F=S;l$qe!u8ZFR_q}; z$|jwpZSd*(&#f!qV+vKqr;i_9`j=s~OG<+G1o)LO`W$3EWP^c?T}`R)T1j&g9C`Wb zYc=o(*3E~hT z=~o*&Tf=5vxP706ojVK9a`DyXch%Lq?bgKjw0138usqaXdebMt2M0__yi1o)j>MV| zcS}A692T1^AQiHQnu5<#kLtjYN40R-8}IZKvN@jN;i-xqPA)g=85mFe{AoBkSmQJ! z(^*~oc=fWcb2l0_DH0v>8V>;$c|AZJNz4d1BH@3pk^6|_9sbpUeYG|^1_tj7Wc9F6 zb8l}CNC9o%W9Q}6KL6Ex@h5iw&pE|Yams)70#UCfFJlhUIkZF&Z*xR%Mj(X_k`_Xq zqgI~xi_?U}M#or&cuf738o)F2+<$`9mPr~G=_{x2qW)h;fsb(R2Eu|Wdx7TdDUE@h z2sF2vyJ_srVx|saZSoF$C|14`CNgqO(WvPep$QRke3aSvtV0$|Z+{bFlvy&FzhIE7 z#|c6&-WC-QbpEFwDm;4(P%oRS z&TH!>WFs8GKGSY5{6OaD>$}uE009{Zsjh!OwR(WHCQuL$hcnOIy}W*PoF5EOEtkR2 zz~ry9xRkiK;cHcmv|D{5c;C9Zmr2mW5bV*$c=i`ckC@JsJbNrhf)IA_4m2XXl0#m8 z-3f59IGq~GrRgqTdKPScGEWm79Svx6+5fyHFvyReG*1W48-_fl#>Z0~C#L^4XoF3U z*IX#s^;>?cx`0-@KYcnLBW%6Yd%RJvIV>_P;Ip^k@3_#R@+wu#;U^eoP6jSSpF_m$ zO@b&{_|TSj4#&r@O;p42CJW!I0mKIeO-kZJxKV#rLpQw+=2x6crXr&r5VyyKLfAB1 zGhKz*>>L&Gz1P&yismy7hkxAqYoQ?!Q8xz7facj+^HN_XBXOvi_u=ArYHEq`r~mZz zKUP&=CMErHm1xuhKCcu8dQ&(@z(;=l(@X#u#+o>{5DZ8iI|xv|Bq3HTFv(s@zYTQK zL=#4!>5*McR%5?$HO}(d_k0<}(lxN=I0cK}3;Cijgt7c_OH|L4k={(g=f(bd$a{K^ zjtp~PVApwFjV|H*fW%NDGUhU`U4vbi;UUSk)ToDPR9qe{u=-Q%(dlmeUhJ>p)$RbT zV_3A$PAw0F&G=XOf-WJL<+UkI#W>%+{B;vWoYEp7r=^2qB`>$a&T^{}6ZU}pQ)0gxA?eh* zLkdS6B77U}lx>-HMW?1h%s>0WE|9jVZ zc#$3xD$3x-X7hQ=>bRsTEqji8x)oSzrr6Z~_d-YC)WFoh+|)EpRsUx3V~TJuaXL}= zyU5w&1RX+VMIRB3hKk7m}TFywky)^>!PC>E=RNw%Q+Q7K(e8fHWCd zG>r3Fln;iK7>CvG>g#7yyypOxiXV`P?4Yg(uH}Wzg;hB^H%fLBTNi84%*)l^8}mq+hFktP;^o`Ie#fpTfIxNK$o|q(>%CR5zAC=u7?aBM}CU z7c4_yKsppSJ$m%S{>h^sBK|s$xvfd%YTTCl>%paM^?M=kV|_qiu+;m;K-X0G-D5>v z-Fs{lfOk~C$B5H4K~^;^2Q6dci%tc=^WF^U;-;pJp)kgAI0qp4H#b+|mJpS`j4B#G zm?@~85hpkZL61YKzoEqIVcD|%(KU_;e^KehmXO<)7zT+1h%8I%;FK|dkyrr{gquJp za%O}^Amvr!a|~%HN|zUjL-z`G!<3#g2L35u8O}f7tDfMiKiRIUlN|G`0{cEtw0~Wu z(kBbWl&&r9cn^!%^(JRoRXpuWjpT1a-Z}WqdPTvS9Av(fmWCl2U6HA*K()gS0(OX| z(c{Ny>*A$r&U`3Lh%hp1^EgZEYxOz+p^b-2aDkt0Of;AI?r*>+x4*j&KD=uw%Ng&Y zV2qSkRFv!`{5pWE-%wS7gqiVcr&drmBhiCbPE-pYD_HYJWBl`f<)+AB);h4`j)%bw z2lr+S+K=$Q+$obixpUJ@!AY<+!Uzu;6HDE?og6uejyw6at%NW(7nl*^oRs@Z-2zBN_P@;%&f~| z_h(3!7ay{j)C6=8ib!q*OMi`nG!3p5_AMfWB&s}Ukjt=oy+7slC@DVOzzsukxq}Q% zXrsZ*t7bM`S5aS~9epIjyT`(+EX|1fwx|ddB1p)b5Y-yB^-30(j}IqDUM2*eDWbyf z&|6cs{t*aj!HMU;79C1?%1~jxWG#J#2QHlN60}1(Fa@ZJ`JrU~yJiwJ2t+tHAOE~7 zJy4%eNQ)?(*%kLxLF#aMo3izP=L6GeVV&N3EA#n@PU}xT)_v?5xAh*fx>v#L6du0* zMI-$u_IAG{3W?K--R;M1!<($dSKe?AV-{}inIt;24MsU*ESS<<<}I$?-g@~(!^+zG z)h~tP@zqn~qSZ6)sgfTL?4Gd+rz^!yJ@N=N*Z0@=SWVx_*cahl{r&r(ctVyeNH7R13yV#6hWv4YE z?j7vlPs4)dKqgt)bJ?>6gVR$y0Ls#Orz#wMp}$dAkE9Hhd@90^_S+rIf~*cmdWQpT z=6vo-;BUb`DAo1#(*WRyBZnpaYu5k`hECcwr=n;cDlv6m-(%R=^bN!YT{QQgz45cL{ z{@~<^3PK2qh~#M5o>CdWK@41+h6amUia5DA_AgbG6#0N@1ewToJdpTT)SVvwv)S?X zYkhr~mdMK1MN9PORCE2hXMRM%o@_@|aH44u)p*W3>u{%%BTe?6q7Z?DRs>6g`X`bb zEdm|MC=3SyB8EWmMLtOtk`ILg{PIa#K5BexTuSSgTt7mHn9&09O8z{KMrr~omH&dI z!mZ`0RFQYE^Huwv)sl-Tm9}Wp-#YNSBBg`HSYOelKnBI7@%?%fn zIJdiT|LnN`&45dPBJbmgsueEKE%GEc+YjqUZGl{KXlU!ZuBJ6cBSUhxr<3s$PjOY% zzsKgssWY39-CPGkdiu^5ES-#>7l5~rEpwsofX?+yQ=D!ZbX#CRDZ%^&0N`9^bnMN5 zzt0!}j-^2e=sQlxc+4O4@H6Jvzm?5#G|vc+H~B*7b1X#v?W^1uityI?`D!Zej?PX& z=5&|%Jj0&!Wj-eQn=u5>?zCBFNO;~7L)VanEo@bjM!hRJ;YUvAicCOQ<6 zinnjy_Vx8K^I6FSEeaL)e~1_Dk<{k!WolkZ9yuu?OMHskB?-XBC#vZq6^}0+(NF9h z`laS|kw!;7Oa;nZx?m?KCwJFLuhaXRpufx0OFdeM-l@N#%ieZe{bsY|?|VkCqycI= zOTqQao542LNhY1-7z>OZD5v!kWp(uQwUN0<>(BTc?GYHg=mM^hn=)BkT>5~No~e(h z>*yC1v7NH3oIaF?r%)-aVqNbwH5CpqmsQ7`2K2O+Xm=1-qd5L^R}gj&j^{=%Oj7kO zssU3_*ZoZnreC;Fz?&9}VE&g;^R{vkm+v8aP$=eImyO;qQn8@2@?Bn0T|vQj*K}v` zTlo$#In>u^X^9Bka6VVl*-vs6;o_n&ERQ2K9Gg~>QszMbd=M7CxzAxfJesCyWa0l2(sVn{E z*4EbfVafT}`1oqit{byPrWANY@yiuNJQ}Oc25kQlZgBkEoFNbU$T`f{)+CFHyc!ug zU65H(weiaTgg?!gnV9&^_{-k^U=iT0(BA*%c4ucN4e$N$lao?`XCd&7jV%sykFU{-RSAZUN?_MO80zEzb%J1KQk57S=W*3TbTS^e>=6c07 zgTur14r4lHqiM9mz1R#EG!EuP{#3;)X;b0kW?`RV=ACwXzK2P*CeBlXaLaja{xs6k zOHgAcSL96E{qio;lASvOgN(k(i&6IV^)(nxxf1Ag?@qwkk;fXiQVqaVz|*rcd&p3V z;c^%_@PTCSswSHh!@xEbw*Uq`*OJvjXWoDB*c{Sw1=V9M(LD8Lm_*sD)@q#XXyGIU z7IGYnHYNTGyA^O}7=+v3%xwB+)k7~Y3{1b^Dvm~PU&+<2aJ;ujHr#atw zXMZPg%w+IYfQqA@RS_i2t%N-9x&hU1?aGrT(amrb~pbTntCt_gQ9n0c#WF z#+DbQeiqgWLm66xrNER&vFC;AM8Ncn`x}wE03oUJgFjZ-a6eugZA{J&1O_Rf81(Cx ztqB6NB`-v+$@l2V59th>Z>`wh*A&oW)z8TP6CH7xlo#R@&)1uyd)bwP!i?yJ#IFe< zwDdwb-E4g{@Z`_T!!MBqpY_S-Q}wx7s-c3tE+}QP`E!`Nfj*z z$lIjT10i>9Y&*E?Yj){%;JNM{yTO8JoBJU0qtPtW+UVYWV>ee1VsCj@l&oxo9g~KF-*Ixwt zl|7g>8|mq}kLVjLE-eWyft5ybvHf_VZvNBFXd+>g@f ztOZqs!aZ~Yw0;caXp%7FD=~d|TuEnM>gSGR?ys3;@;Z9@(n@Nbq-(mbv-2(h1#p&p zPvkY0IomR(RN#d@zAHA+uc7hucRVWz4bKaC7IYScL182R8ES7i{?xE$Ihop+Gr7@LuME1CBUey81e(CDoCQ46*5^7G1GbLbD- zXg?qC?OuxhdD4`FE;+B;p~ebX9@cD z_!2i(C$uP`NIr|W&riEWo|$cppambEUL$oug(sfZaX=n6u6G-j`QiLxtvo-!rA+&S)6Sv!w zKxlKlVn$T46 z_Jm8^0IWxoPKqs#!rH-@8lfDf1h~>s4}a3>wcm^{+7}YO$qRLf-$jbvx&`mb&Y(NB zN@FII`Y)+a8bQ>S+KSlbB@*#sLC(}W9VW|;MxU)*1N>HZuu;*`b$r&nRO!A_4C=!< zcl!lMRSRv6gdY0L-Ll))Ty5wr=$3n5#mPUpzf$+8JB_A1Xt-74ljA+4Ap(Xd3!i-Kj+#J+ zJnrKg1UwitUaRXGI1f+V%?N z3BIm6M`R;WI#a3+VPEXXF<3-Tg+NDLDN-&5!Jj&`C-yLG!7vm!*ET7-MUVZ zO7$X~hv$Bkc-(b-tkqV|Xp;5VElfdPU0qgFmUoxVgbQe|Mb(F0-Q37AxHXmXR{ztt+zQ5f9?w)R5+q<1d4l0-&uC67nTPH&=&$_)0yPAZN2mOova>7TS3?5~=lev|`;7w6KSLEZvpG{~ zw+W(-S9NvX?d|Oh!@B?d_n)c$2;fq$78tLSyb*WV21|V4H$bK2^}8i(=|>+#=s~F^ zM)nRubn5CN+z6ST{_(1AZfXPXH9(^##{P5ueWJ_9DyoFa36#*~h z2WYvf?bLR26F7)p6D#w5_~Z7iK0AoKHA>KX>G$eyDc9d4aspShB=696J+@j|d)9S5 zdaW+qt-}zqa_#K$EzxigHQMYx(iKDIUXeZd3(N+Pp=2EFE-;>dxv3A4<|XBYTcEsv zH1)$p{=l(`(b1oSf46)1`HiZppjma$7z6*HlYnz~0;wVC!&{1A)7D~Qz^?HyHC63? zYAL;pU(M;y@+)9I@zL#ZadFYk_V)9z=a<3=f%P^vIoaT|d!y^umpjYNF}N99+)nQt zb*95{6ZhiRBx4r7p3bRrS;(Xe%D#3CMAu`sKDw}qCKI~czl378!CeFd+ZQ(VHa`r>c z-1HqUmdl8Qq7ae}bnB)jW!2{uDPqo70=O7tr%R5GJMAmKe+eio=ndksIeHA<7nGIF z)VM4FO~`B8%h&8qaCX6SOYu_HiUU&Nt4|{8`WiSZ)XlIDCZc|grd_*6-}%w8KCe#E z;+HtI2VFMvaJ>M#eG(ARd(y0obHi7CVr;+Eo>rSJ+X^heB zLI%SgZ%`)sMhZwi4h{iQYYPiG>iN&;iCg=}7nXE~kTtxp;|;txVb- z=K_@0BU@7Qh?va+PcIgJx`f+PaLogR2Ra;I$SF)pNZ>PVQuCS0zjDp`QXyMV6!=6_P+LVYv5nf7SaH`OkcAgEgL=VUw zr>|@|OxDD^F(C0_mcXg6kJmCgR?0W(aVg9Plyhaxb4RJGsi0#mJ3E~@-<>(#U(T42 z5D=K{#Vkpg=BWG;(h%%OuHn1L16S|4Yn=ty&)J4&GdCC4s-#<9S-q0*zwXsXx8pxJ z<~KKM0`b*5QnrWjuDFjtMdD1Z{I1>Y?8=$=`plw&1TFPpp)kCD)1+F+bM93@B5KG=7f=|RE>WH!D;@zB zEDH}wMz#p?wR@CR4SM5Its!`8(9tzT1sNQ>tDHZ#3$4#%^WPH?`Ue4*(Xm; zHC~bW%ar>FUIoIWQhOg26?=i?Pp<7;!wVlBJ2wZU{a4+Y#10@GY!aprN$<@{I3hYl zAckjq`x&=Ei56ASqt!zkwoI5)TmFKXv^vb{S1`dDpp%xkOFt z9j3hC92@tK!fb-LZYcI~=V_|KmQKkprzIXo=b{PV}b z-oCKlz2B40${TK~0CIrs_6S8NrK{2d4r@7OBq@@J35~~$WR;Vny7sjvvVA_ZJ(Ts` zy9<=zN44M7;+p?i`cU~0pdPtBEeAFSAVzm zxw>Vet-S?!U-Q5DCYZANNH=X{m<|7ZSf?SNfXt_f^g|EF;vtzygRlrJHfqS3nbrIi zou6*gD|_9gkIG@u?15%BCn}YF0(|&(7rOaD^}Fmjo%4c5-HU@g{G)mXm+)}zj_Rv3 zQx>Nd6$1Fto}km^5^9@Fh(NI;W_J%c^j~D_yywtkPPW3JTG=K@)WKfWO6>(!_9})W zi*aJoHaUH& zesQ~Wl2R@%#LuTiYW1XHM9d=UckRW}vJ23x6E4%5)B>|4pXY@=XtX44UV6tLs)<}% zOh5K(8Y$+te{2j>yJ@e5uS4&YVi}}e_x{v+J)}fIUM@bcVo{SG1c`-KMmsC&83H^# zskcAHXl?(jRx)^h-$>th_{Wb2MnArOEhypwI;pcMI82GE-`?(sj~|M!wsi!Lp@~nj zl@2Qv5!>5E-9^T-yM>oF>zypyvb8wmi3I(cc;TR$Zm5O2=})a2r1iuG*8BSk#Uq@< zt=v65@#37pTtsHO<2tk&o#PWQ*qd%X>1lRwbTn;#VhYUWD95piPzxYL!m)LkL40uZ ze*=O8;O$RsOw~7^R)h54C2M}?bb3$nLFZ#nljFgS@&=T>URYhr#ihN=-U zi(iUD&8HJxB&)|I(WL9JSnX{R_lvU|I?oA&X~94RDRWCwmBar}d8eeLnwW&_t|#4Xitu!Cmq`yJ6_qX9BvY_CEp6NzU+A0w{wYGdMO}b4^nHm}rl#%I2U&4Yw^u*}QCIlZb>n?54 zwQ_K4$NNFmC%REi9v<-1Nl|9O`W*Yb>iX46KvGt75&~`^1K($geo@H_)L-KIo?e25B%7rDT$0<<^G^jAdr+e z)l}{HtKRsT15fm3f){0M=NdW2xu4c9-L1!}{NW$}+#nnqF##r-b@}IZ(R?=Y>|uz{ zkX{2rE!k0X9UY&p8^ydms~a0KuD>1{7%b~H`#1!&v0&rYgnBAWMqNzB$U-vas9m$w zJQJ;=zyQkKw0SA@agKG0PIg)?F>}SAHP}9qUcZK_$RcDQ^Y+ZQZ;)j87Zl|{e4m@M z?DY6iYJ5C(>Tp44NSOf@-g>POWS| znpKI!-MejKO=lj%3qvA~XCVaP@+{XPnXv&!!Z8UFF*e#B{2vt zUvnFn!TT`-XHnvI>v90Kz>cx0#&dJvljHH(eskulSHs`Fg%H^rH#ImOx*9z$1M>B+ z@T+O1O+LUbPqaN9F+UxFwmJ&M#m80mXqbJ}h3&?+-IM0i;4p@Nhko+Hp{Q_qKj*iy zAgN)|&K!sYt8dAA$@5Oxle>YM19qD=)-I568ZiC)XY$Gxwr!4ty4&wI3wII)v0E-X161(Lh_ zx}>VTf5<%-D9eCy^l;U@GxD0s#=7Fctu#1}nE~v-C zDC0x9c3!Nx;Uzq|BB>hZ#X9=y^ni%n%>4()EAZpPW1^RT5x~q6!K|-;cGX!kU{FDW zYsH}5Y0<^z!GcXaqYHBb!=@o@Pa|ah?p{BweW2U{e;SfVVu=M155nqpr~6b_BuO7$ ze{f62vb~!qb}%hd%F0Kj!jp&gsUfYgyJ?aj`<=*?=PKJbu;`8#hz@++yr0#qUN7^X zH6(K&S))`sthsC7=91ixAx#YmR7>7OGl#^>;WPJY6BeYq#@OESd$~t2@ICZQtU_aUg%1gkss*z=mES<* zbLZDJeYG+>HjzA9$xFZ2HgCK9Ie>gm(z{m(A=dmRbtKpiK+QhtVKb+4{3oSSLPCNm zwiK<9t<8sjBd09Cv*JCdK8$|oYRY&YK39h$p#VsMUk4Z&Xb-pUUWty4ZH653b_E5` zNf#vz4GnR+A0mzx78ao3L2UzdGrPL_=>kOXh&{naOjMWEZ%Fo35E2rqF84}+LG$&p z=72?g16Vx{;N=dX*vr&BCI`^n8Vy&y{Pqpfp1>a2K<_`9vx9}OD~wH`gaB$F4pWL+ zz|!7C+nfM~gC9*tfBms+fXV2t@srv`r}HHzYB90EEfRA9(#o7F_pu7wJ$SZ8DRbEYbrKh{xixv{*p8Mn_;6Si4dX%Oco_wm=@p_B-jhz-@{1rgAEVOfY?Or{zf;DUgAVIh>AkLrC&mpmDLT18UqNac8G(K0+q4Hf*IuhV zsvHsRmTwgrPIK9~Uz%rsGbWRRlNa;?GMQI$fA-MA0zwKv20#~u~X((dkhkgyvXWWk0KkLrANYlN()f^>ulfxDnqgL9QM zMt)AkRA$8wJX}e0u0uhK6B3?h@1%iamybRpkJRsHGcqojrIE0v2)XgcDCd|6QB=f& zWn*RPH~{vYS%u9CNM8K5e|4=-1l~hF_%Gz4BJ8fVMlr9f;`0)Sndv&)4Qpc39BaOo ze0%DMjk7gcSh%=TN}U{#OUu5})7#y|Vf9Z%zE!w~+b5g6=z&1bu1NuNHpUkz9KAsV7cb)NsRMxo z-NY?vhNZfTU3#U$b_8ev&z^PJZ2wysUR+%Kpa1w9&nLeBhM;fn%M>fCDJaOPG1MO! zJU9Rof2h>W1JCsh%nnyH1CQ9AYBc;j?Gke{C)!fc?o-f5JE@GyW-kM}piI~Vju zi;K8?kB>4ySD)!L!T#rqo$Pro6lcolo1Q6IYZNu-d7g?=>mQYqMEiO>++B2onN92P zuv+?XTehpS1L6-^$M_%IldpVB@LE~te^vQaK~kG2l+`lZKK9APkI6|BGqWcXPxaN; zVL-yy=-vmNCPUzfi~8^eIN@AaHLcB@EX}ork(rt|`iy`_ZOgMuGhPe3FmK`I;xem$ zItAU^gNc}dWpy@+bdr8=#jE)}(Q3*MRIaKyOmy`Oc+w{!B9yWNGWi)Ix%Ec$@$i`V z@COu^HOemWXhw60%51(l*6#l2^I16Q)CW9#H5y0G%pC4Nh(Oww#yS^GD-!4LEIF}Z zm9K};YEfMJ973Y6Puk{g`kaUm>=N_9WJIu^=ti|Q%)bzE+9R~KOEEp6toS*>T4Mok z9cs124ir|;w(SEmzJAku_kn$iggL4_&%WF+iUpT#J#~p`$FgG8locDFU3ANi!a|{( zZLM87Bv&{_?K6|k;upJg9Hb>mXN4vFFS!Z$E*d4yhG?~#B)Zn;{nSQcSW?uM=7UDp z+R&_|*kFsoXlqQ*3q4(l7Y-cygc{fvBJp>$U+4H*b*R3P|D27(sFKDW?$l>UiN|=Ev2+{ zQVyCMh(NVYh`auz2G*0{wMcT+;-X@pdDw_%z+2dyslqr9;BSRYaX zU{c)LtZX0JmwQP(hlkaU332yE->(2#^Wg)E`QI$wm9K*drE5TFJUl#vZ_hlRr`c%S zSAx^&=icvk@C?Adw_!#zGIBUi!tVeJ9H#tYqN0a>5X)s*Hp*S@RJbgv`)_RuqK@Im z-Q(uspFMap)X0u?rcZKtaBb;?V8>JD+z*NoCNWPhub+ce^b?;vpFSmg=51i&(*B(6 zI`mh{wzi>bK(VS|JpJ7STGE!5JL%Y&&Jf z5<{l@w*+@Ktd6%yTk`L^{@UbLms4|-1GQLJMV16l(=TZSzHVEQImKEw_^iJ^7?nk# zT;D`~KGr2`6L&kUB2){NP~g%yocC3ou($VjEGRhd|0ak z;?3?Z30RCg7VO|>^w|aDNx#Lez_s3%0#BRi~4@$f*N zSy)m+_G^g+TUQUdJGjc*kcQ8X9_$B$LEr z`Y3g29gMhT&u1?=_9VgYvK%}-q)M$IJWaIq*mpnwH^)5zR%4K)!A-5_ZU6BB2(o!@$Mo_`SIi8JbUo!3E$gWC^tMY zKi@Sk1z`mU{QD9gYo?3G2x_p+gEbB$Mq1`eg>h&rtTEP*qhqc)~+{u^cG>)sa{^a5x#mr;m2rs>LO5=acC zM<8l?HC}q-##q-zMaL*M$YcVDE{_>@ec8o!Rr!bnJDZwUTY6iPnk+h+wk{*{x}M(r zmd{NE9JX>AWk&Z7<~O`_LSv)9{a;`5yVLbtuG#SpGPjl~NHEC_8a9^rzg|+10vxXl zZO7~4|4POiefQr@Fs!eyiIP2g5Y34BY8z$Iiyb68b+_w0oSsfS+{u2|cKYmDU8%vy z4@zok*c97a_D3qX+UY?jVy zLCo?%CTNlan}LPBx6pZoUh*O}kKd@y9ZU*98PK_WogNk<%bfGU%`39$Yx|(GwDq#V zw{Ea#3AvdWaNn7)RzBctCv$zKxq0ooOU^YYQ<6Xk4;B24$K{T5~iAQ=5&3$GUf6tERO0`s&Z0NI5=Whc89F6A`}~ zVAk)A&k?!4sy?={Ql)Si*BS>YCqSs|dn>Mxat5W?9k;MlBu}_4M!OV1-DUO}`C^P7hh%<8{W`z55{H z&>n)YANvp&82v(^3;cK`25umbzy@ST?WG&+Dnj(jddYbI; zwO1Lk5L@$>crhIovrC66v%8VQ&AgW1{HQApMX!1QP zJFBdSPlU6g=td`|n|BqTTKH!q8sSC##Jakj72oFOm4ScZDt*V+#F{13pVB6Fer$>{ z(`2M6ry5*k72Wb~AwYc@-pt7)cy3hXa=$Il%&u{u@+?APfkWM_mz)W~j^#$vgalh~ z*4+D#oL7+3O*2DV*Jx6i2_XC^cEvr-O}~zB#}O!s&&gzOjZ0Yt=3j6Z5hJ2%FQS4Y$h}C956mgZk}tle8De=YeJd|d!Tfl9bmM5l^zO4$ z*k52&rYgRGzM52vW+ucHs4z_;;(JV|I_SZKM$^&#`TZOE_kEwfkPuuW(xK&@QX@Cc z4jVtIoHa#FO(!L#usnOl`o$kg0eh8ob#;S3(XHL!fG6X!R>Ii4m^lCP<;jU(tUazA zP;5E*%sxIE@!y{k%dh(W&nv{+JFTpi5CI59wzPD;=lXph#cR6=+Pz=vO#wgx+=77M zSJrtovh!{hly`%$1AA^xp8|>ftl!DMxUgIhtOqe!iHX#sF4;o`qiZniKL7gr_u|^< z{@yNd)0_ZTv(_C3syTE^7xul&PdEN-t^uE=vvq+P5nTAlM@nqc-P+O75lSln%>I@4 zbca98`+PV-4bHpwyi>n%prXQ)=d7>p12Ln5Cv)Hv}!cm7zr$LEdj-K3uiBnhJu?>ysXten*8)ey7(72oBM&U>thn*90D#kK3Me zANlx#(awE6z4RoShNIQTO$Ubqec-}k@pfiSML(uneo4qPqeLZLIHX+4G6z9C8LY-f zGyk`A+2hoRkB3vP>HXWkPahmd&2(e9ToUs_yU)4_Hh1q3s|xgc*YOZD<6pHxXUI>o z$hU(Fl9axL0#k5>pb0Md#8Z#qXGC*qU-eixQ+C84I)QJw)e?jBCT>T&Y#7EoLsAC` zvXfedQe1v}{RmoeTZ+Op@m#kh0R!jH2`G8WsX^LhBy(r5v&hS|1p~b=rY}t~l$Hq+ z(*5i!e)q@x_i(g63&ls&V;&eZE6_{%OZIQm}5;gE; zcyB|sTT=Nvbse{xuZ&lxVY&MmanI)ea{-{FDSRR@Y8#~+s=-erQ?Go+Benj9^7qiD zSQ5Weq@p!+cj*JmFyQ$%J$?3-HP&y__uQ*b)Bvb#!X1L_&{=|{x!RiF!NFww2M{th z)7?`rG3+U?udbhK&fEHh37x7mHtS^OdZ+GokP6N^bTvqGOBtBmie6g$ED@sS;mGOm z)aJ(}1)WA~BSGWfI~K!f!h^Cwg;wZ1ZUky6oro~bYP&U=r60(j*XbCxyc*@T@s*I8 z;@-cW#D)Jsw$LuW$WIUh>qPFV87M;@gS zQhjY&H{PCzo9hcVV@AJ!r(B}pAht|r4b6F!ng1>GTVFC~Lr`2Cb~1`+^yADZvEdT7 zYZT**694GYH1T?rEqkikF*r!4Re}URB+-`Fu;%Xs7!S#ww8=h9%`4z?qa%CVYg+`2 zs&by<=1-eH%dOqGx~YmNq4>1MMI_q3e*Ky=f(8452X>^&o0=IA*!l=uT0kQ=|D`J? zrgUqtW*r)#sjQ*+Lz3%`6MM-^sO4(Mz~zaV46#5NOu@T%c+4W=;^@dI9457oP&bBt zJ3npQeOC9_ug-z8}74Cx?$^x5=@C;1T0|@Yk|=CJ>$qV>md+2`Z{9DoV|R66AgT zNkm9U2>2$jjc$&LsOJeQSeLi9woXn?I*YL2?;kdR1vwB-bhAaBcJHWdx0|BuU+xX{ zJ=*EY!S5{RY==4Yh23w!+26LE>okxw{-?foi9yZt4igp|WW&OF&tR+T^cn+0S6|;^ z`sv=MiQAHrAO=78*_u}{KkPPuF&pG|*sE}#0*#o*q(%-o1YxY#p394`|1f(YaaNO<`H!@^5DDH<_ybY5ZZckuKJdOxCr)HiMv-+EwsrAf4?b&Rd= zW8W`{2%=K^`)m}s#Ews%G_B-aXY`(JsU;&D+7eh$yB8MWMndwgyg)WCjfPZpP)M=2 z+OZAdFE%56MMn&)9YFsKm?FqSW&934Hcd~1t8C10{vBjo7*SCiX$-;zeVrhvsRidj zI}U1y6ob?uo2yH&oGS-UIa)VOPY`Z9S9=bS`0h6_9mmmr3=hPqb_&cZ%IjDL-?atw zyXk4Oo8$y?sW-y}|Bt7$@QSJpxA@Q@F++po(A_CW2uLH{-3;9g(v37oBOzVV-O|$C zAR^r*aL;$wy7v!Yxt3?nd7pPbd;hlQaKpPG?jqZds|mm;NzcyicofGEgw!QyoGI=Nj z2;+CX6qNn_MSkHavY4?vq0hdB0$C@Jw2s2Z!@HUNUj~aNu>ijd41DQ&sLB^Z;`Wc{MPMG9J?zhlTf>e3)k_jyI#n zl~tUTjP?|qZ zO9ipEKY4W3*;p&$mR$y5O>PK0L0KRz>y#c28}md-R=WR3;^EBgu3%~fh=f|c-m*@I z7f#K>AZF@vi+;($rP3O_r99H)Ty43T4k!c_v|=-hq*9#C?t;sr zEi0$4RuB)%kSBeNqiXsAKp9mdY zJz(@3$CgDiDPV&1hf9cH0RD_XUyU~!j>D9XrqG#pvDCP4{jT}V*HUbMR1+I-bJp(W zzcF23e(FTdDnme~7cFD@vu40Xltrf=SnxFsn{tj&&`~=9By;Tpv?TCuF6~WK_bEdHh=^SXsS$I{<;M2Y)njrDNNCFjEt9h*FdnE#F*{}@);rs4 z?TC56*GEOn2DA8oVr69oY)9|CjE%gdTFv1Txy;PeP#LM5eCT@*Yhgp1452?WO0&7g zT!?q$&Dz7W>oO{s zn5byT6I>^G6vwI^&2-XiNPr0%0RaI>eL;HVg`v^T|cYD z^xo>CaLeq$VY8;OOtGjUOdADnLSv%Jm5dNK7I9}hPRcCWgj~SM zc=2@o;lUdihibZS9~1i{KI1qUd{TEJn!oYB!5mAk(XKT%G2~EQ8GfHP#Uldz$CjA< zV@1x^Cv z889NCLw26$!y>O@vO5pJ(WRGUX01N5ysUyqIO6NC%AjIja_E4eZVuvL~EMoCk5u7^;({A|p-AE*NL z5T)a8g)q#DTj{+0o?&Y24;HCz7?FB{KC{?(Y|E<4W$Mtkcui^T;|0#!J&&^B{udGA z1@JA`0ADSt(+LmAmdF9&rszTyIo|mmL;x8F7>2wUgt>s_aheGU5)u-hCC*t|Bt0px zR}y67!l;qqR#3?<$s2c>aG}#r=lso;9zux=IZK7UjE>FITUfmy%PxN0B(&PG;eaZ z%rSjB&LK+N2RItJ052~@)eMnV&SI_wi&Uz^%-G@GWU4@@MpO(~N(KHi2n5(E!rl;C ze+8UXXaytY0G;H4b=Z0DGagk@krZlT>u!qc9g4i9=AbKatWmeaGp_PKq1?!1&k!*= zh1(lQFe4IhRxK8&qeb**HvlTl#Q9HU0Qot4%@EBLA|??DEZea#utjbtUJHmzrVi%S zC!E*EEp$ly$zldY$hpZAFfp%$rGKc}+}>cBKlDCzUzCzH(Ki7+u8 z>wmIb@6;ZBnbix>zcrb0Piknufg~6t7&3pL6}Nr{nJFwP4CzbAQi53+7`PPjN{E~6 zvE$-Z0Mj*B$;P{cQv7JLB8C2841_=-6QBVz}^`PWTfe6k+j2Za)%pjU{z zm*gm6lEza3yi-^WWLfP>P;x*?1+wOvIW7k2#_?d__V0XfzTKZ;T*y$5hfdHVU=}-~ zxY|UYAwX7RR44vJ^M#Z=*eu_Vm%o^MvlixtGj+^Y?F4LW>vTUD} zuy!SWcoQ11i$yt&G~2;oF>Sh^^+Z#iu)d~&y-u1wcM>b#+n-DVJ7tu1(lh$AAO)F4 z0Gf%`%TPip20DPJDdiWBKH(_;3!FSnaC%9PAwV<9%96IVd46+soyy|4V6g?T+mQdN zXSezSg!Bd0L_yhViZx|r#AI)a)d5?=Hvm4kYDWEGOso38buNHQ>f62GIxH$k;fy~F zbw#Dy^{m&;yXjyP8U=BO$EvKLy<%BJuY5U{nte?vJXYpLws;ZBX%u)~U;gW=uP<8i z$Pkhuun)?#j{2uuC<*$45maIY#nCq2vYwInGS^Dj$!^a2g)yF(*cre!iXno6=~d*S-MhIk>NhVmqL0E>Bg6855LjH)KKdvd=gr%UlG=u6TVVlEcjZo z+;qaBC2+oakPGBx>+At)gKj!YMP)VdTQakt$U>8HN(oL4;)65`xB~BoFi-{qx&{vh zqR9wu6hdnNRgfwr9vEI$2Psnij*sxCJCWJe#cw)Rh;kc?4ONi!cs!j%c{zG)##pA` zX-{#z8&K{`d;qT&=B#9q8up`GTn!(thqwWUWz{N^SP6p&}vdNSe)pe`gJAi`KP zDh^~Y1rZ$!3u2)pQV)>{vYPAeMr%e1al$Y{$u<`u0x$yrhIgPHqq@2pu>O;+HDe>9 zl&7Vo0a>2!!0h_{`*(mb)*Fljtd^SWV`al}#7~cBL>Q(%&GO~Muqc(a3KGV)X1BXA zGQB2r@?$semY+&4>iRCa4ZS;*(+aWBsb^i~B6?dJS76Ug1WzS)=`U+tBK8wR>@0KH z>q{o|AyBam*U(U=>$khtGYM)4!m|*jEUK_fPhB0ZDe4wvHOXG*YMyLTU&FWN=4A<> zQ>=-%k@(|x94l|O9?aFk7B^sq-Hkra3T#`&GSWd;VZrT_Bdt6+=ifCefN;y$S=Z5N zgDL|pOZ8?cvf`JrzAuDd7^IX)xmPtSkU%PUA}{wFfLtZ|* zTxbAdqZXZ-zWr}EIEXOF|7|?KiHWJwjA6~{%@^dod0gy_kMuC8zj~PJj+YTcl;aO? zfI{+$)ru`1G~E`CxHOAYH)+JBDh{DX(ddQ|p}Ds|W(a5$)nJ%V`z4Nxe+Qz0elGoe z|AJjH7>j?X%00+2N?NeeIA`lZRCAkD=C6LBU~q8&rr;#Gt+&bjzl7Gc!-EK8DP`om zKT|x2^D6Z?MSstrB`+cfB|AbiNhX3p26goo_IV0Qg(=Nxeo#Uu4-(-J_c`W3IwXXa z+1lDg<5t;>`%qs7+Ri=w?x0366_-V{r?-kp{2m&puTUhXgpskY;m7qTn`ZjC`|I6l z;C*65_cgx}fDi1pM>e>omQ@3JJun-!0{58A%*?1Lv~5k<9Or_>p_#6~-X zzvF6_ChyTMccN`W8|f5@A&s|wd6gEPIr!Mpl2!PH;cE)5`3A!Wkr^jDJAJt#z8lvi z{Ql?7fu5_?@+&7z2i^|7I>avgB%HjXV=CgA1(fhXyaXVgKYe;VX_*a6f`y3UTTcNM z^KC#!6tE@N04|j)SJ@(fW${Y*xrzT}FE8MFs(jwIQTI72@83vz_pycR)fLSzhvwBB zvPFYCKiD|Hpfag!H6Ny}={mvBdmJ|!AGagHK(4sq=?JoZcqCOU6ddV2iuR&Wc{NAL zs|=w@=c|FSVsl7llUJ*fpzqF-++@z+c<`9^vd>C$^@~w~tc(3NeV4}!Uj}fWEUgY; zjU-Upskg9r(T6!TwdCaZ1;XinPuidZ=fYy_-glR0esxCL|a9>y45?uaakob~h~ z%-hl`#svw`2c8aCAiEf7Rn>Xd8Z%<{-$qu~HT4${vc%v>4d~MK4GxAyMMdp?#8Ogx z{ssIZx^Ai*d54Ds_q75K|0AfKy_CKJ)ryNgy3EDEqWz@~h&sEts7h`CIxB^Mm+|o6 zyZ`Jc6&FHdVIxEEc!`(vc_;ag67*2BXlS9w;+jf zVzi327j)b%sxRrvwUatu_V)(;xDXx#B&v{Pby>XI2o`Hol|(~K@fHCjv5$u(!80x^ zT#GC$ikIk7${L(1H>g{YA|YuOhofG!B;=RvB4XJjAIljzdMB}&V4qEpp*yJOsyD*b z{);Sa2Z%qzOMJkpjFilfXZl8+-eNoc<%HVm)S7;BkP8Y98f$c8d%j@{BCDncX*U%` zMvBP{phkkw&TW0HY$8A)YgLf38iJ&3(huE}va%8BZ_bCb%c{@(e1`6&H{{^~ql60}wSl#!07SXEBhuGMb-B&0cM zrv{VCkZBdDi>xH7ACV9I7~7DzX}kx5Lnhk6zKYDz@+s8#?cwk8TzojefUwTo7VW-_ViVbPbm<>lQ7 zEHa>^0^8n6nDt* zao_>EUI~3A6V8J1_ncYPZD^L3w3g-Mq{|1>P|-9lv`K0S?XWP-2p08b0R!|`PUKtlEJg{`Y;?Rc9Y6cdl zB>RbNQaj{j!o$Z&+t-&w6QvrRNCYC2DMAI+H|j=!wjR3hkKOcSxrp+J64d8)$L!R> zwUH7$@S*vrNCt#u3PzlL1c+#$ zo$nj698>=+jsdc$&}wZyE1Yee3W94>0z8zD1U-AVRKLRx!uH;hLlGHZiKt;&k(vIR zn?G#KNQeJ(!UC|w*NdL#O*LJkz<$gc?+KVg$AvW1mM^PS1(rm^Ib@DCn62c~&SiIF za||BdV6`gKl9M#oCR8Wor4`NK@`hU=iJQh0ohggN#f%vG!9IP@yyT08tB z3rG9FWPe2cCZM$ zk!y6hTkLLfAC7k@)vK5X+c-PdsaAb=cf8PVQTJe~#QZ6t-^Z}C42Pr};7^}7`cE?S zO~%(Zg(Lz9;o}_o^DasjnT@J4h+Jz`r}V0$7AeT$V9oMsbr%jIL~%rr2~iT%GOMUC z6(PcjklqA#MJj3nxs%`xHcm8;Xr& zJp&{z+WSqgW+f#R4kOLAf6iA)$zaNs*OxQo&#%o!_ePG7Wz7I31E0O)f7TYBNtb zIA>$vdOb`{9k(%3x|;B;?)K3RRN6UKQPrt+z5o5Pn%Y?H3WKZpbmj7RXc^lx9-1$+ zKhI2kq>_=&`)5oEU%X1@sZBQyi(D8LzM;e>H>H9141IjB1EsaMP08Z_#HPomhm67 zVa%zv-J8k6zL`4u>SE!7L-eMm@}w|&kpL+dICPXS);_k2YA0j?_q}U#r|Dxm)?Fib z6&IoA-GaYb9;kWzNy3Sv>us|(5hg#!larJ4)k{}3QubR@DAoX_LGGx|r)u?(JizC* zrt_||#`pPX<8h(+GpBeXPPhtQxa1ES8g}Rck))<>GOG5u|0Wg-)HVVBqH6z;mD_XO zf017F;zG~p<#KTFAPkm9OmZOF;6rlNYyp)yb-^y$xB~5`eXcy6E+8A= z)pBIPBYUOZY`*-VmPFs;VRe7eQ}>%@^i>-dua9bOPvpY`>K~G4opcXwposO*tu4pl zqfh{zl44wh$sS7imIjm(KKm&OqVk0W^6p5h03X~R3WAqm@URGwDavNc#V%Rf6=%_- zcavN~$|rSYvy2MDqr_?Z$QHortGbvBLUuAxf*UBlN!OI!AiNs5XCJ5eG$5OE-MCN` zA`o5JYkWT8`+9Ned-gCl{OYR>Q&LpydRjm0x?O=C-3W0Xb=>JUuR1q-$WD&y@J*c4 zEzhTKW>YQtq{VEjK_Sj(7-$CTdfR_l#M{V0V{i~715r+HtNSOmg)ATJ6Q^2 zyNNK<-?=)gmOA7Jqs|5{0s}tX=2^mzHNDM@=SQgW&REB6ucu5TA#Iq+|=FK9X^>+@^nCuvCn&t*&x1M^JVD45&f?k)*!UJ5M??fQ^2S!q39U^HHqRy+FGe6)1 zWB-*-)->)$Vv1^z@PHt%ac1JM?rtOC$+7FqKeEMaI3CbQ0Ou>Vj#&t$*X7}J-u<7C z^j4PIl8l!c$n=?am!o;h@#8eywpFRBALB{A_qHQs%K(=E?#^+Y*@;s7`l)rXOk!hG z=dX=`X{o@A5#^V$=I&>d!21ZZi4u7%hE>j~8E!ci(=V(-IdI#@K9A|&CyN*q6{knZ zT*YFAr_0oLb89Tv4$ZNQUNKmk3QHaIe_nuwhK~T%-V|z@#mk2bQe1f` zuChp%8cWh(g)mC1>oS^1A_0%JMnUPZmV?o$?BIc&y2i++Si}eh)XF6liGvlCl$uuU zEd`zSw$6Z4?myfI=o1CSYa)gBI?V9Ob}_DpsNW85?(m|%GC}TeuKw1u98)#7`09g_ zO-^Q}ckdg+^E;yl+bYc~|L*MQ#!z6sTXNWFyZJ!z_-WM!oJ)TozyB>IrZIJ#=Fd&!DmSN|S2I zjnN+xffb(+r}w)oQ!yRD@!c$~0)QtnL&0Y4AD;=1-l+HahV-OS4;Aa8SEMhGkwoLHp(yCa{ z*MK*lrug9?WkH%L7KvzwoHXHq(R@P5kai)JU(fn52y@--O*?w|8vB5m(S?SN@2p z86V2YPBKuB9mL##HSJ$97(0#B-Rk)NeFcybZ`JzJy7w{K^QsEJcvvogX>7$2z zLQF9({|V#yD`#`i%2KEvY0Qd?14Rp|(;Q$>8K)jJz4W-_TnPQGZS$Y+jNzfI*NH_I!_%{$=}w3q{nIE&N;XVQ1^kZ>x-eVmkm z`dStnEk7!>E#W_nedr8HkPOyDVBN8pt2K}9clNURbg~(h99jjCfwTUzB>l%a0~yca zfy(DA5nS=YIUlPQ+HFZVKLZ zgypgT^_o6YZZ%*)JOacJJTWwIvD`}7vGo{u_Zj=&DM|qBF1G?DM4WV3a#YsZQ`|!e zGm=qH?9U)VoO)EDK>RSj0)>#*udC;~uDj0MQY%Y7y)nsAjq4gt*Ep#qB2eV6Kz}oi z*nspmlgh*9r+HmWkZt2i@ADIE{%fr|44=@%`ItX2i}pw&+=lYonM=&LY;GAV@7%ad`i`Y4pZ%|J&u-mVzx_y=dINw;3LIW;Fv(pbm=X0LvwJqWP>Jr|-D=Ly9H7?7UugT^@k&{Y&`L)KQEIT2Dq}Pu6c6f zosdP`_%O^McXDSiCDj;uJ^2J;eu@N~$!$v05SJ?+V%J%*T}lnF5AIt!W))gqMsOnX zOfLSf?|xIw;q-L;wfi)(!ph85VS`TSATdMoJ;QD`Yr=X4D-#fRJ0Z2HiH@jsDGJ1< z%010tpaXCb-gUn|JCm}rv2>h29yxYD-;P9~`C@IkhDE5J9Fx$79@RIDw3SZVDmBM( za~>Oh>fVegluM!k5W9Ncrtfc79rJ+L{j~KD-Kx1IO4Ky5=lvJXw^?)AdNqss;cy@Y zMaMrL?bV%>HaSI6wLOQH16Vpq`*jzbi}pWM%Mj;B-x%Ka{nl=nw*^L#KKKAW^nW!` zX=k1XrS1lK25jY#cwWeO3L}>A_vjP#>&RkMWd?J)$z&tpXkV`Ky>Ol1?(GVJ>K$aq#%QtW4)W+ z?z@;o4GoPmSs}?m5+x+1qQgX{W^6<)U3PK+^XIatYbV;dX6kzkGo1grm7MzN+Zap=K#b+;duGEW6{ zSG`7>&%-J&R)TA(kBW(VAt(58#p*ZkN$y^{6;|AP=sI}nTF5<%=qmlkVQk^2tnnex z#DR_SIzuBn7RAJtR#woYLW)T0lfq{+G-95Q3#wuD@TTdMs^l5G3s=HbZp;qzw!DT> z1}&o`Gm_Ciq%_A-zvF=mT=oZT{dIeo!EdadcYEM;iT5AM8uy3ecUzY2aJIF8_=4zD z&1-6k(0hK*u`2ebW=EgdczHIPMqQwMnNX8(J{9S#!3}vJE%6t2ut0pOW{$_OHqi9Z zj57@s2fXLy)tFAztSENVG}S|VpG1Qe3_^-075VGEGD{8}a@Mby&t3xtaEwoGy-cTn z3h5U}8k$eUT-CS` zKwExKA_%uic7KusmS}KyaVHKB<*Gc!zrHVfpMSMID+l)`y+4c? z9?_(XVQ9JIOT=EzLj_)|qTF72xeP8m1nRRxT$fvFkUwg$O+#uD_DPe`;fF2u&w5L@ zG{5ihF>yQO9H3!YVP0PMi(5ygxYEU- zGBTb{q8e_6nG`kN3bV^51$1v(^8`~mouH;J*cGfE2@y5S(dd@hRsmMQy7`{iXm2_< zoy;#^c`!a~0$;c-1jhitwR--@j~6$bOymB(*)AYEJQv>{9b{Z)j?`eacxnZ5>Hx`k z|6EQlTNOJg2uWiouA`@~_`Y)Di zhuigA(6syeJ{)IlmA!ZsP*DD*#~#NT3<}-L&*xssKF$Rh$GEInV1FVZ<=}=E*#V_3 zk`=2b4_&Ww$;vk_1f-w(~5o%f-8jLrVSQ@C%s(EUzaM=5&< z@N7VH{na?pD!5mFQ$Wy$mQA_NYAZi3BBI%fzn1+Ui8=vR%?GN4OuA=Wc9}4@GMg4DF zYrFxY@PDH@@U7q{!Gy(r@M6=lPahE%v1-WA-o~C1XPvdX=T$)3@jmtFUz{{yS(U)gnHn;Nd zSSTvdtiiSXLtCX;F>O8Iyk^@N@Q>B873h{68X6ktRaPyTmsa_~vH7_6dcVeh+Tq$? zlBwBV+{oYQY?egBj2t~$l=9cp7usQQl@>wnwG{`P7)QWMPl>uCaC?pV*L>sywG*G% zhbitVNSM7~Rli?YgQ}~xxqqq6%GvGjcnakiL=Ye)&Yj)RmzMlT`+No-LWlp;Hg&|z z9I*3qDVyGZ@hlam&w4HHjwd>)$o8c>vmnkBg)oX8(&zKSaWvFO;C#Z!EjBlCx;y9= zzAt^}sjR8u$=-FH}TmCbUk&(d{x1JiEQbh#Elb@$9#I2NvbPX(F?JJ z=muijf8C|V;mV-%)bk3 zru$-PMIzZP)oue>d~BehMfr7Y3P?TGxFh^@F&Y!otwy<5Mc6@!8`U*9d?q-1l&GKr zLyBcWUk|fh=MLR!T6Ur-QJd_R^(z+s`?LR=xw0(zCZ;F?*N=?;`)%^@DhYl_fhU5E z%%{DKuuNX`cSvB5xr%vH1S?2|3bXV*?9fYQp+tQ_6>Mny1jhuO%a2_C%u3D3G%O}1 z$r3|E6`Fz{5}6-_qn%+-=Jl6j3ZR>x6h4;FIeb+}@Syt}H~0_|&UkX&zPY(7S4Z~< zP@#t28gf}H9R5z}-xGA%i;OXZP_+org9sLM@rU%tXK-kWR9S{w8HAOop_Sw%BOz-? zdLTVZN$4Ume;wOs{P#$^@PJXk-9sVd_b0dgEZ`M*&76I95jGztuN+%|RmY1#`pL@R zc!riVLQv$=v~*E+^P@g|QilYlfp^6L=f{yUwESIg981G$2u}uZR*T*_u*w@-Cq`j?yX4@*~llGbP;u7^ipi}xV;E; z4ZgoFaD3h6?@4Gf>R>HbuWXbhWoH>*H9P~#cK`%23?KznajsmgOj_>gY#OI#23WKy!+h{+i4hd?Mka3G@0 z+zF&s1>!|Em6K^=`s({JyEuR7o1j0!BaA@0Nuk36#QZ}@^5cJgh;T6|B(IEXD zG#Kl;PdjnEOI5e{d4M=eZs7MsDjJ#!6+BafG&C|7YAOy^-TPZ#&-0aKTRb%LDTIdX z{QiExo!w`;E)u)wV}fv99u~!4vZIy3+uJ%h>s~@RpXagaj^9AKwC9vx|M$~-4d$4T z+$da7#@CEv_x9)%>H0q;VGWVFsSOpz5UN2pa}ZkFdIFK2E2+oWGvTnbURHnF24Mm z>V^%+$0++uSRJB#&L$+u?>V7%x^(o`LW6?-+&!i0vc~Vqvn^lrVh5bZzdOA@czOZ) zhadQ8Mt~3xpp4lsQF3R!{;hd=1e)$P>Mh0;`PZ+3J)x(q?dY9|+4Plgv3gR5M|-D@ zYBckkD28^2Ci0_LL!CiB<<3`d7j|#PAoS^9Sh;XAqeDBy>sSTm>tm4M$k6z2nc;| zd~%j=eGJS@H}B@l(#dnG!r4kCGh6V}(USZ#-46`Py3A-6snX4L86|Mi1mgYKLucGo zks`s&#(2z{OI+NtT%0P0CFB6aY%a#A&eyVy;tpAvZOwhFY+dxWzAP{OX^Qu9Jk(1ACdB5T8~|C`|8J(pe?T$?!E0%SxSN+}v+7H~ct z{9JHr$lT4e${(mHTVZ9YG^jbpq!Vg_S%!*VWb?Q7k!6)5_P5@f0HS|aqW)LietX?^ z%RgFYZO(wk;`D%R!kVSdc0%kV8WoFXd`p-=^XS4{(2EY0T_!mEBc&FO$&)|oKzCwbQ#SsxlzQw6rt(SNqxpz;$qNHuO_4m z8Qas61QDytSI@G#zpvq<3Ol--12%gk#iScUnaI`l&8~g9(|fuwZr?YulENo-`;@3D znii#}(PbFSn3t9I{~FsX8}=1-2EXDLbbP@!r-`Y>Yh&6MMB|K9+e-zyZnNe{u2U*5 zB_wMpkr7c@KjSk859u}$3{2h<-gsR6;shm8qAJLB1{~Yu_~i0R)4-6G6%gg9n6%4>IfPE-Fp9Tp>fyh9QPcB# z&kTRB-^z7q!5W!6hK3l#Ba10dq<;1?v<~p+HkX^+-!`l_SscCFe2HhSX)y)N0Mphq zvRvqn3R2lkczj?uIK;%tk8};@1Q~jQ)H0LwB=ptrl35xrX#wxnu{e}68S?mIUkD&J zL4Cpc)3p1V4Y3{U`lr+a{!miG((K>5xt;iK=XMydj1&_;-Fi`oG8n|hf`RB%1&+xb zm?T3f=8qv>Dzb(LeUb|Sg+!tzI`9nxK@WZADv>G~xF8Fd>a6bZ7iclpIi{3)Pn?Az zZ1_6zkFS?hfFfqj*T9XuTL@ z&n2Q*lxtqK*Fv$d>q>hwxEU>Tu|+TG#paC{9j(D|61*)7b-Cr}P*T`$Z(rHzC~x@% z;dDgHj;j_(|2W(+dO&LpH(0uFD}WF*niLd%Q}ZoqVxRauS`9AZkg8%RsIsd)9HIAE z+u0Bkxj1D(NESz`D8&O)qJH{Ig!j=}t;qVMl=jUMI?3|$qQ7b_NQ<&KJ0Z}e5@ zKs`~q!7=BICd%*SUv(K1Bv@tDNL~;@WwLKlpjNaf;#-vOKtYlE%D>>>W-mhvQ33MB z12x6N&ws}kQ-Lp6K-J(`e}Zr}&0+q!gZBo0yC?I2L-XR%jp%g&_WJFw5TGV^O26I= zB_@N1RbPV{RUWBU2tfqyo8JQb`xteuz%V2R?oj1|`;($QFlKLNWqjGWpGsN=V-#P<%}Qef1$Qyq0s_$LnN}Z=FZz+ zA|>aeOA**d#f8Y?-*CKz#WpTzn_+wwM-Jc3Q8KGsaV#As_)W*JSRuEBdrJJRBZw+a z5$6)bIc^olocb#R71SqZ!4b*5BqJrq4D20s8EK)hp<#Topit_leSvWZjil9;P>rui z@|GaDXRIoddu#-sN%$^0p^@mA0!#Up;3%ha_jAJ1Ox#J+PeKef9&8|!%=|pE;{G&W8^pQp& zbM+yGL7r;lYjg}?H%+H0lUev_-Fmht;!8R_@msre7LaPm&b)??4DZ_d0fO6mm-}D6 zA0{lX=4-s&g(C9;9>t1Pfwb3EA7%V*SQyfxstuA=I>1#9Qa!g@97~?|iG)kIMm6fc z*e}u%2TS~ffR$PNl@(g-1anZB?oV7KwCoT+MKQgeV|#A8PKhj_+SDwbHLtEal+K%DPg`CW>P9<~N902IkxT zp=eH1K*0MtuJ|FCCbExGta>u|vzW{eSP_F54Z4cjMlIZhKI&G30)b>C%g=v(eYq96 z+?<>jfH>v<4>zynuDYF`Un%glAi|;LVo0lF2VWd~-L~#fvuMX>U(tv-x~J3T^rxe! zDwiO2JqU^V%72Qhw2YDeJ7ekyw;`rJ^0pvc#!=MB{9$FwkhHP2a$v?m z>e^pgC?t0GhhdF!tTM!gSwQx?%$pdCT4*#69?@8}}W0tqaR z)2@mr240Q`_4i7Q{oBpgUm=SIzV=%WHG8BIMU>wNwFV}!T8F2QNak-zk)(%}&!hZ(>#ZX9>|2!Q_YlUar{}H%Z+V4k zQ%mBAcnAc}gv}jCpX)NwZVRF}dgC%_T&rzw={ITTGA7QR>{oeVR>>=q-q0Ty#UzPc)LlteoE zVLP0~Z!&1jD9?}DS6(%pCx!NEah!E_m2taXb+gr+MV*uIC3Q=N6`js5)YKD`lamt@ z$HwO?J8S5iohcOciP`*EQyG z>hke7{FCI-$i-|U;b1nki+AhPIc07!cYby&Xzv-CBhhp$=0f>Y>i3*_+()aUTKZ?z z$VmN9yqmc1bQoyA=zUf_lAjOyoooUzTihFSp}0D6@VF=84{7$u{}ioZa$g0;DH4^@ zn7%)U2+GYu_GX9>k*Rk+$J)({Rf|WfO%C*zeR6Z8FiqxE!)~K8-tyFFiAqhFY*N1F zx&z7*otar2rPu&~y0a`MC^AKMu9!C+L#s6f!CA_3C@zQJ)U_^ud%`9M?0#KQBNqU> zgiOH6`phgr^x}R45J&+R{_Q}z0Tw8G;D)1efl1a-^=F!3Bh-|Yi@Po&w3=N$jm=8Y zR8`pq>hjYEi8=VjdA0OrP{>h|hY z+Yp$zE4dy^q)gqR67Tv>(G5q1iXbul6>f?h2^%3{O}*6^wG^q!)9Vcc+9#N%Oxs|l z$SCHPuKDTh8&FJPEKY&Si3bY+_rB$eKE7}u<$4Q&{`Bmyx zX;ko5&F6|}`Q*~~g#=t)7f@dfCy3U0IySGG8B4l+ultBivC-t;PKZ1lKSk0sQ76qB zn-OQCSD`Vpk-vBdsAq6^pEV`bMpD@29u>;v+OYgD4#2k^2;T_;F~qK!qPd5ZE-R&abm)4+ zHH#pLvj9RiTz^N*7S=Pytc?ZX3(TCao^J{&36)>WJ!IU+t|RhYe}bM@-k+hkqK zrg2TngsBqE*zGyFt&ceYjPdo>$;j|C}{a_$iyTaKvlY zs#@{f$Nq2ThP}<1gXqU9;I?N>&({5AeM|sKLIt|~a)44Kg#+LpqHaQnnBS}W~&hYDKUfnJZ0gnZ5JP4#649QvY+#!s z6E1z=i!`&GR(8g8<>kyc-Y!0&lc~<-^Gx#kpN9Cc)6Z%9!s$b`k}#@1QqGo?(4?nu ztqv`Z;Tb8kFIPw$I2Ghk%r)mKl3?|hdk1)});v5a1s1UmXPw#f>0nI6pvvxg5b8cL z1wf$>9zPBIT^XN-Ds`NsWJHXdnT6*O?ODcu{+GD?AR$_b>rd@+3{OL`dyh`R?TCrA z*ALOtFPgrpsW}YA-}LPS^isZj42wd%N;7q!z$f6w5lZLbpdOJCj5H%WhF+*Y255(# zIuwX;qawh6;eZF%x?f0qnQt$Q3#HTiWhS7PEg)1p`OTv`f36<#djt%H8iN}6C({~L zgWo4Q%>7l?tJdmo*<5Y2znYu79xox5%ocgCS2jmLNLZ07gPNJyfaA3fo4WH?pL6gu zII!zKekwS4x^i{(-0(iI5`6&FDIBR(P1tslyay3%*P(myY=SILepz4xyQqWmdw42v z(XHv{u;V*2!%d#&07jm-?353PZLj2%n_auu-8$JpVI?h%P$ISWll1 zCDfG+y+G;5GL);ZIXRl(krbrIdcC>Lu!{OF`ezZQn5+vMcq0PBqV8TMO)zWpw)FAy z^P3$~T$#m6n7v8?bG>cSlw8s_TcYZ&M=I9%TGAO18(E~@y$DkePJhkHN}{P7(zT>s zn191iMNdyx387x#(ld+WrBjsB_XXeL*~Ed=%QO#u$J?A}RNT<~4*-Bcf4)szb?Y_P zJh#{Hx1ZdnlwxM>MU`q4MNt$5q{#Pm9LL>$KTT7mnAuAQy>6#t0TI;BUAr3fv9XCs z07%m`3_~JiOuBvr@RF6+Xf&SOx9_)q_xEnS_0~8w6B85j^Ygy%d!B#Vw?HIZY2Tc5 z(HF4(kg33@#ui0nVSd5$bQD!QrA}#&<;X$hD&n=CPNW3c*~jH%kkvHnwa^J-QNt|O zbHGE+e?{YRl3`)c8joKq9zvGnWk+JnCGCouO}4qteBzN%fwK8~&mzo)S7{B&YbzF} z=Mi8zJ(vHP#(-IzOQ#Y={eCY^Ac~^FptohqmJQPllbXb6lS;qeefW_FMI=pA-}kLe zMVQ69__Z;{8Zp+G)L6D2`6f-fgMOTvR;$&lH%K4|yhfu|t<`GP+G4xaYPA5M(P$u| zG3-1?iZqLuG`7qPVvGTH^{dqD^;)e3&-41dCo0uy;782%$dMya6nUOX)6@@izu!4} z^e8yoGDW`UGgu%b(g@1)0_|0TAQ+^k-y6)#Y~HeEYhsLL1Fk9w5rEgP0A`USNwTyt zje{h9`#azM;+NcHOgb3EX_`h+M5NpXc%}!tGUc9XULx(-^1(v~J5@x`t^=Za`Y zrR!XfZ1nt)ECa4O)ziy=6dzA|NkoLAqtS@>c;vFDH#BBpwyCwuT-4+sV!04SD@}-Y zq!f*rm#S0ieDRDzOXg@NC(CZjCVceSPjJfe7c@EsfE-fr6eddu&`AUqVHOuj%0zD_ z$j`>yyBnx8&TnRs%-Qa0FJ0f9bL>1Uy~+_QB~4S`4+t?ylGLP6KYj42{f~A!-PDkx zpxJE3aop?odfi@gtlsPPki@cOHo}6aJkQH2>^ofytsnTxi(2jO=1m(k(%yZ0AA9Vv z$;qj$TenV4O>5t4wHJE5Ua#L%q%2!zHpZ|ZDdlNRN-+RS>M7DnwOZ{U2z@+ z)@3y>wMQYlxifK=vYS)VMiCLfmZ6W!9||e5TopJCI<1QktQ0|C(YsKJ&AUbmE5y7{ zO3U53tIfd38*ve9!kohnXRkPMR1y!P@Ohpsy0*bfYK=w{uQ;_fNfUSFey=}!e0F|r z?#e5#Y&M%js)W5&j^bn4Hv^^DN^48Xl~Z%6ob+-l-E?^g@9ABemv{w+`4A!qfLX== z$og4r5{9u}i^I#(va?)xH+uqd?dY;sDI$4!xeO;Vi{cN*Fk*P-fGSH=H<1jq!8L)0 zT#-6eb!v$h!7?Kun^SY!oHmtXz!|?PEqEkyaO;qBzkV-9M1?|Vdz}R&3^WGKs!}r6 ztakcsUqWJ~0y zhEr>O-}kgmjX7J*1I`06i?!C}yopG!*Kf62jYeZ~a;j2^0KmOzXXLnA2FEJP;`Rcm zm3(Fb@uNl6_LPTFfE5%8Krl=STlJ<~RC7q#jeml25y?D%QYdp}Bo<*AMcPu@^A7Jl z)M~Z*g8=~4YPD*u=J|dQ1WA&1+HDbuIYS#5wmzT4>pz$J=t`P_ERB|?9FE5!`uQsOJ!iL804(P{tNk+`LuBeoN(?I z$#T&P003MhiV}I1NVBzzi;Ko4VOTL~FG-R#bqze@BuP>eJ8zKX6aW?%+rILA-&cy# z#44?WAn-g@uUC^a0br#_DY7=PHVs1W$k9X0Or#OJ$BrEvYmRB{ce~xFT6ew65K+J? zrL}flRnYVNPN(hrzBL@jaih^_x7z?@nGw&cb7TulqZ(2t_D+Zp*qR#CLqa0f&xG2L=a z?P?Qo@(C&o9tXf+thLs-vTFr|h`#S{*s#I1eH9VU^GiNzD#=<}cG2?PN0`P5X$1g9 zSlPlWn-nL0(&2SR>Ly1L(77ag)-cSKiC6QWxa#oY&c#h(4a+!R^VyZj!HVT5m2Bj)ID2qht5joG|u<5;tS zh?OYPo@b2-f&j$&TGy+!D2!BYRp*@kf>BJ*fO0f994Yb5-f7uYk>UTr(jU&sAhHf> zYf|@40Sg*AU-OJ8M8lKMTt*_{8XX~Lokj!LxsxV`y-U;d@ZrOcJo-qI_7Rll`9TnP z+9O3yta?FHDweR~tUL42PnmCS)kthsjXJ?~IFh1Vs_4{dRQWJZ+seF$} zGjklr+b`PQZnv4u*w~mL&CVVNfT^j;e&4h^i)oUiX&MC4(@!4|;bwD8dA{%ak3Rb7 z*w|RR-9^NinT-H2Grh4=t#&$#)oLxOR*=y1ydVh1Cj-y(l=1>UimLT63|*vo)5eWq z6sFcHr8Fr3NRp)A@2_7AcsVKG^L?+|DX$?~p~tWLer3uw;9RQSctG#5CIV?sW%x4VQP%E)+VmaOV+T( zvN5T(Y^^oM7?X;KwVC4wkvvap?IlUl?RL`C_`dJrz;knpyM8$S8TPqkXD zm)v~I?CkLuy=cQ_mtB@5*7Nk%t(y^%1jZ*OjETp`C)(YP_B`MBJngx%V68l*HIilq zYZ-v%jvr4=eEj&Fh%7A3CrR4rc6#0JhyY#v>5wRkY<3d|kIbySWWo?>~0nl1T zL}uffi@CHK7G}xXUgpo@bUk+_u?V3HH`&5Xw~|uqoJ+&ky2J&#Bv++CW-0#74|kC* z7j`N+!^=$qTs>c@j?neU#0*2!Y4KRPCIEnd1pr|wx)-1bbL#HyrZ2N5Ny^OEol<^I zMWj)YqG8lFPvJopYb^jMrIb>x1BnaN*?cOj*kT@BL4q~bT5$pUBS(%D^}Cj>NjXhZ zW0PX`nAx!j>zaUD%WRA>&NW?JCmU^cq*!KGN>R8iUEOLC5_aQBOUipMEh!dY!oePII66LTnQnIGER~W*9Dr3x0$~O zA)p~F*2#pwh&_RIDAEuI0|c@&%Vj-@@5ec9Ji@!kJUHyP@C)<+2DQ1Vls< zLS%sPiHRUWW)sJ;)*iD}N@p0_5V;&gA|C@1fKInlt<=J>;&3I?K^g@SrvuKK46905 zU0i4rc|;ljjvk$DHk?9s8T$y6=5rhP03nM=bAde z_*lc*G}^YAt=+PDW8ss(U@Tw}A)^1Ey?5)CYS=`%S%M;z1H%>-Vqs@dGhd7k;P^U-XIFeIFWJ7*n6$@t#5rRO6-*_>d~>{r#*$*3ybA`Ae;NJRamSyT~;2^j$?ci?EX z7gQv!q2)xDvdPek%sN}^obP&zu1z^rOD_*BrzntPL?mi+mWY>u*h``OOzl|sbScALESkvdlLfzDLowr*um{CL(EI04%QntX%+}L_}3X46CIe`RgjG7Q4hS*pl3y zl5L%@L*yy_sE9;t5Z7u;Iz&3tpNW`xI2`Wn?d|OB3`Rrey?13yYgwbecFc_SioDU>2dmHou15ZrRVJY-6@q z);6MT|9@pS#pRz;wAal;GebZH!$gxLwT}PV>N9J55JW%(0uWV;V5ZDW1fr5s^Z>w& zsU8vl5GAeVMrLLyPGGP17uzx@ns9MKd);?c9Hn5SO+J z0NAnj-Z2wgQcKNQ=m%pIZI#p0<7zWu?K04kmjOT&wB;&;8Me(k5tx~f-N2XKb4EhK z9tjJV=t3V1NS~Rhdt$54e`zgfgU^LX33c$!4@Tp`Xk3m)-n*nOOQ1yj%yQ&kKKe%M z8%4MgX>D$r8A5AotxY)@no8RI#YL(hVlK=~HHg4)Jn7Dr)aa(u`N_%2Xf!H^12t2G#Gz7EGjh(gzA|&G366+N z4gidZh(NT99MAyTO7U-51Z;$aF+^OYlcXisIhH6$U~*aHnj17O@!RG0_AuQ)y&+_q z*!v2p=kkF{tpHah(omnOlTv>P$Wl{_rewBS6ai)yV}$&IVu-bBZ0}dvZikk%MQs_a zWrLcw^e@sD0$Cd_ zwy!=S1pqK&1n&wehfFJGDj$J}s83@iSXw?tBtjHTUM!}%!+yBj-kRmvmr_G*$lLk~ z>j(kTij_?d&sx01THv~SV$6(0j@g$(F^oYFxhTAMPO-~(ZXF4^Ox*&m*zNhpb5bC; zA8%U`a9&bz?H54kmURV;WMW_j2u6yaVnxAqT|4i$DaLO$V7Me?)MV^?d*=P2ot1hW z5?o3sP*0rlib`BH#lII^kgHkTeXsh9M~?vD?YG|^4F-FAdsS7Po}Q&rk#6ivb}ptD zfA{|1jfSK5-v9B@(NR@ZM@L5z6%mO!whnh1AAIn^{rmStr3uY&I0k?yu?Y=vfrK&2 zVzHP^_F@c8Q^jbf=NHRJhEPRMPtT8!k0+Dy;o;4)ES+;EfrwQl)dc32!9?U7aYnzA z0S0ErTsTjhl{gxYQ{bN@Kmi~|8BZpsPoFaJ(nj_} zB0>a2#{eKAW(Ek!dI3Pnwz5l4$|GV<4I-$TVKx9}h6V|)v;=6WndL5$DU}zaG@+5G z8blS;G}#X`gBDc|AvR5v7*hw?oDFik9#s?3)RQuideWgBdt&bRVU{I{iO99_86hs4eyikEu9+pxfo$x1Yc64q{)mvA zU#mChXKi~T64?`ss%S=Rh@7Nq5r7?c&2SK1r!dsoBU(Fta)T1XvyC9LWfOS~79bZ~^yS5;-bd5G& zBW5l7jsOghvgwxoLrA|!1kl<1?BVNr%zvd?KSU)2<7ae9uCK7 z6r(urH+_Xv`=CAj=dAgha?!YwU0xe4ccj0`F14nc)$J>0xSs_#Kx8uoYqg-C5##R9 zxNX2la@w$W_OBg6>5gpI2;!5Yk4OkSJwN@?-~7!_Klre&YfxJ(=6CMhd*_{Zb|*XC z{_LnMz4!e7kKaGPm^<&rqw$?Pcb)gSs*@=DuSAIW#v5-mO>?k+Fr7^cU#MzhaX1){ zcP6o0MI{pPU@!*gI6D9UK@XT5pbK)ffxmmnH&PP1+uPb8ZkXMxH+HC&d<+d2)dHZUH-sg5Ti7bAk9Wi z48cr89bybk(}WNughZbUAwU8`Ey1B}X^7>Z6B0kdI;U9MOl`^$G9eQY2m(;MznPjs z1OQV^8^ugDM3JZ}CZgI_k?I=u*e7XQ-v9%EB`8vX)-6H%91K8vGzTVhfZ$x~$}KrQ z$!G#lN0LHSVj{By)MJMPnj(@T0wO}+kD~hK3OdW(x8L19J?qsKTPD-OM4TX2iPB>Z zQ%B%Rlc9y;vjOYwI&EQC!u8o&cdCrmqiC%@F=Dc18-{M5&h&O?q)UwV`hul>N3;Kw zmaeq5Du4i~msz_#ZROSHiHMY}uwzCfa!k%=n9DnM&M^ZS834MKXS-1~j=W4L!?%81 z5`C`z)lAF;A@1%Ji|XY3{Pfd@pG;@x2YcgB9(-_e`t&D1{tuJ!!S{dtKe=`D)vBuN zdNC}^wWuf!ZIvKkxsoJmVKN>$%3Yp)!@V#|zbu*}Fs0c03ai@jrw;Ymb*N;wA2vioY5SkP!GmZA=k#opkh1h5csTkS_(`9VLP*V6R%x3~YJu=<9tL?N(D`lb~7TE|Fk;{X6407*na zRE(1Gd+VM|n|1C*!08HIQ6M5QIp^6qLc^s)U;vD;{;ZbI=Gjc|603NYZ+#8p%PdV& z(2W2Au-Vxi{LNqg)#JxseD?XnyLa!tbnlhjz1M&Aqth7cPd zx#ezhc_1PJ?(FQme*g8d7?x#8058Av^36N9onuE27bJNuKp{kpE1xGakx zb_4(b==>G#aYvY&MHAruEhr1rw2J7aJrLlgOoIEe%28HpWoVR7UYa4DeSOOE^wZOaSc3 zlc(?f?fXCc;lICq=f>OLxz7%69^UcZ4+aD0h7#(|A?nGyScr9UWYo-i4{f*O6vgI5 zf|{AmXDF(W3;+=_B?fYe6&8t{uzC6a}nZpp&s- zY~e*>vNpq+ED#YPApv*Hqs}HVAR=|tSODnCcwqU)TkBl4jrvvttx2T>nR2>E>Y&B`*j8S6jgjJ#tIaTN{O=1i+h!43sfq^=KK`q} z`isf9eEsEH7{eDod;g`^Z@hA6=j>uJDepXf^!Z00zW*!le9t-3C}!3seXy?*vpjOI z4Z}4DwFc!yk6#Gr;yFgQnswu)d-n=o?C;+YiJ&%_OxXLTX^LLwTq0)2ySux-D4Hl{ zCMp2nyjKwRTJSkWtw66?v6zX<7mq$~ z4P1J87!$1Nh&d&Q7}2Q;5jw|(V@k3Q#L0hVW+M7_M8IwIqnUrJNH`vizx&t#+EuALTAn*;DNn^hJ+n%%oK9W1xV)4NlF@1$%sqdl zTl%v%-CI=h+qV&`DOo>iOrMtrWLSrPGoQ9^mePWoU{zdRAwHAqe!a=o8qSRceQVs= zhg&UmiEqaWt%-UdbKjWtx3p);$U*nlen+591Kc@SYx}g{&B7+j^R6_&An4wobR}&T z`-*$dRoAO-&~o$*@Rl^qrCHClnYm(y`_d3ESSS3O#-Ohp2E>FGVLn}a@!8MLPR<=U zX(Y@S(|YD>o(w0i-nsMS@zZEFYvx~kadz+Cz5V?g^H7z;U5!C8%_b$x3l6NC+v`Rc z-(=C|&#QdsMUS*HIPbml2A|ahR12VHS z_xTr}pProFzA;%;Ra3fG?%tbU934G=dW&z}zyD^4es@>v=F9jAD*-5JLS$0(N-3X7m_bn$*1%# zwoNtW2pHPilq8rRqgd=vB2^7d2u(Ae&+EEYRp%UgN5qGRH!nReJ9geX$IkKI-rg&( zyfPk5?!ENV{Wsql4u(W-I2uJwEQ`W{Z;6R$RywrIWzLFpz5F6$F8)z7 zRNJt@3IIv)0(zmjnW41?61%#?)-B(Ds1Znbq#FeXWW1+PK?cQ;8z) zbBzeNe^uS*;uB_YMF;(?k_PFrYeGRZCfx!*b|7KRG%7{PD@rqc3jUez~rK zD@Fid62K%vl0`E_BuCiOa`{@2*snhN^KqL)_S{GA?$J~et>F5he;VBpwk1}sGZMjY zKA$hDDuhZQJbiMMk7iI5#b7YFdGlsb6lNAekSpIh$B87th?qnMkB*L-rn&#-+lV-u z%>bYZO^9JJpEJ>LG*r+1KDCe70uy$4$M@|^qVulSJYywf=F7z6p_Io<(-MyBN;-BQOr~#l1Fe%NSLe@ zrGnQG0wOpEW>G{TNid`=tO+ekiI&1yszR1ly=+js9AqjjwN~#UT^LzwAanm2fn{vE z^_B@hF)`88b8nB_#aXBTjEHDS`FRb3PDVO?USB1tXKea$bN>k2#+pg)PS;BA^`(A%sfB*G7ZmVRT-tDv<09J*i(&nxD8((L{ z+;-_8FayeRvnuMnf9c*!Hx3WAo=X#nu#!l_VW@*C7k+ecF}rj3m7}9^RCw?GzyAGK z@6YN5U?ej!i4si2%p~QNz&yHyArZ3WW*A7|5HY1Q^E=;VG`m#;^L?gLWrU?jR!0)) zza3wuibd&VA#kREMAxaKz1~>nsgq7D5qGa>n!jcyG4|7W&}MVjyc49p(kgB`pi76l z-J%AT(&y0@auU8Ez&AgTxqf0uKrKA`lW+4Ggd<8Y< z$@yZLb#lcJ3QHg+VMwzpoR2WFc#ne05z&{#hr8t|P^U1D^iQBVZdRx#BSX<&Z zP*ykYJnLm-^4M1gCo}8auTwIvhV6d!ZWd`p(WZx^-i?=fSDWSQ%^j4l00CGneO0YVD zni8)6_NhMyA^;j9A|Svr5%6=?g4TW(9THm)QZEz%OB#Q`P#~*n)Wp&f)5zp<#jOz_ z0F$73B8gFY3PsfB=M4=3Of_j;k%3{$xiv6L+n3jsf@a0cifk9he7JVEHY10A^`2H@ zM93ywU}@NvB|80hk$UqDdwqerhtqA(!#0d=GGqN5XU}-|$EM+Fw=AQs?U~3WT$~9| zy*%z_$xxp-wn}<}E55buYWw-%KJ1+T+Jop!*drKD0kEB2UwtRJC^vb_G zV|*Pm4A4E>Ync1~l-+h|ePH9Vk<82`*Vdn#&oz1kG*r9tU{{*vR=Xb+j8fv#RDbQ) zzWdV;{&rqhfXP!_Ll5HJ$D4>>u9L#iP@w$6p-Yx?`9GC1b0!Y&oO` z384Z2?|q9@ff|8EBC=M(?5g{`Y^Ed@D6Beg*L;0CiMOwL5DFy89spD%L?snzng$WQ z_i1u@?~9_S>-x#lr%8^`<$Na<-aGG8?h+AIB$>>_@!fV>)s?U>1>BhpjKs{|J23|U z#h?U8QF0e~Dn_lr0C5%ARt zw11yQdPTYaldi6JOcY{BL7tg8<|zH@LTzyzg;i_Zu5>wm?Y-E&5Nf;eTvnlwUFif| z>n_pAESiBK5WwBLFYg`Pn4Ueod3ck3IlY*H7CQ%ri|P4nQKKIQgIjlQADu1$^yKNI zgTq@0fELUm077crVCex;2vvGAt<;^W5vT%!<_d)^_xJ+fiWeuB(Z5y!P}}A;6R{%#h9x1LlHuzNaEFW9 z5~y4so%B!&$C;=c4tI8Tob&1x0KDh@!&_#bi^z03%U?qUgk*i|dLb$zA=U5p*wO1N zUU~>53;+x+;n;{+*P+`v>H7jgQZa&F_|zS8Yd_$XWqviUcInM;->&@~Ol>ubMgZ6` zh5Khl#D1qEMl?faA~Yk{!5tzBnEhwWa1f%di00@2B>(`|`~Aom02I-30&L~lT0_$H z561rOY?dlzu)38dPA@9}KyDsh0)V0-BIjDz_1tZ);p;zcPWMh}4TV+KasN8E8DldA zY{eN?4DHo1F|3_s+n#*}a@Hll4!d3bR(f&MkyrD$%MAU7@!mXRKQr1Io=dJX#Sp5w z<}@v!ZU5%W-_^G7Y+?g|nROxY+WlT@^x4!3(2HpM%zwCS?&RmW_0TCqv+mzCRwyd{ z6$5~nv{vUC030(CY7oXsWH!vVa)@11K11Yz#f35qZoE z4@5O$08NO<>f)6GDAO;)7@ln)qM9=E*J6f~#Dao|DI%NNXP288#Rwg^ zv^u{y1povt%dEE0@#<5`ELnss4wkm#w=M$SUc!$GOTGXhc8vB+$w}V4wJvH&u&Sz zMSXk08=hthJ6|5N665lkuMuTlX4==sCLr9_r(X4~{?%?XuGf!)S1C?gBK0f2|MzS3 zMHTXvURNamNY$2z7(+OjUQEUl06@f|C?v)wPo9#&Pk;8)m+##rL?es}gVAs>8hYo+ z01eC;B6?qj^YcWV1%SBh^LRP@s7o*AYZ;o3meWIqJNpMOzkdJx=@Fo>8x@E{$Gels zWdHEs#=Wu_*L7Wt&VdW>2PO&oI0w6yeIiJi`J`^&g3F)^ z?M+f<-ys5-sI7);kfEq$zJ1*Q_v9U@_iz4d>#i-gtdtw|jr6j_C4Fwoiq?;xtx0-a zQoU?nXLw^FSTTo}5A;rO%f^(}>h_@>b-BE~R&_+|JV)tW?$!B9VzSgF!)r!Ym{vzXx)zCQ2A4ci%p8vt$53)T*GG$eX)6B1ZRG0gg0H+DQDwZd_vRaK|L}{? zgP0@Q8ISM1eD}`nJNx@L_I3}4<2@o**Y(A0T217t;$QTFswpLdit~ z8=FNWZkK#cNh*MKBe487;@XS3!gj_>KYqzTOcJ_w^@Mu1L8NAgi_73tfUmaunKGOuN<^fwXcvRm&G_u`dYPPd?wnIX7tdT#(_*yb{`)7G6Q9btvR zyOLt*ZRhTsEeR{(-b(|Ve_&oNr^bd#Kua%sQ*d!5YWxxbhs(dU_LuIj*MXoD?1|To zfZ;L|n{04*k=vs1tFCx+qh_k-W&NIiAx95w?#;;-0A3T8S;F{gnT4EGUP4qfU5V2#iwXSMfI<4mtnHeD(nr0kBuWG`bvpF4-k98gH-h27Z z?R!nMvMl#*+c_F(ImGS(YILb}k|0VbwcUGwEr4v~ugDqDclSv5pcfpGu0;&ejVO z`v0blT`1U{$Xeo0o4kg)t|hEn)2#-$Z+H8V@z-LG*CK|z+!HmbOhk->Vn~QhXsSh} zX4*>)=C5Qn(-LZPtgC26aEGPP^uhtp#frnyi&YJ>>f`*1C1a+`P7JsQzZ7@6}g)c~zH;-XYz_ zcdri}!^Rmmx8p`7#+L82m)31UOm*IdKn9vY{`99yR#H=gm1lUl8R*Z2?zg~=_w(x= zYt=ibODkoamRjnHN0!=z00JT=8pz?njYnTRVnlXcz0K!yMEdOELqz<8KllUBczk?( z<8XiA3ttpAo!z^4XL7JJt1D3*_<|i(bu}zKqY>z^@Qx5c8ExR1i5RRQXqv_}Ys2Ia zVd=(Eas|{3%yI)tFcmQbF(A-Hl1vkY0LT)6A^h2&{^{%Y?;qZ{;fvz@ z{QTek*`Li9i?`l-Ycw40?(Y8DcfY&0x3_ZWX3(`j^nUoTC679 z^5}saMoF32xfOOx_TdbO42*zKgqZ*=rRf;}nx;twRP3k;(Xk^mhXh1HmP{W}<)o)i zplU=!DOst8h|YWHrTp4Cm|iDdDGJqP5R&@JC-+4a&2k%3Lfkz#*bHfYo;lzy0?zJ( zDk4tCqmO_3(-6WdFTL!T3(u8=_8XTuLERkCC2fCYjn7eG3vq7%$jcl-OC!Z3YM*U( zOJ&*^&rv0CJyC_t_`45f_qMO>^X1X%wYFcQ*AQGCgpLjhuI&XFwaZ~-=(^>6 zOGo<>Dp-$h)uA?s#KcVA`=lvP#Li{HYFU=)!_LkQ5sAoauf2YFxPP#_2cRnY(n~L$ zJbAL1FK*qsHLIrM(RjSSOT^8hnqN$-dOj#7>3pT$VnBU}?z_ zWz`_j3=`LwQ%~tEiGzlDX|ov3B&DKyXyJ9}>ttf!5Rv!y4p8mj){XreHz&I{3>*Lf zxHTVmURQ&1Fd6Uc?(QEwd1_{t_7qWzAs8Zp3IQW#)x2*;qzv2fO`L4|NXE}pMfKO; zefQqIdj|&xRaL$A>Z`x{&O3-$*L7k7Lz~Ub++$`YVrFJmP4XnruiOQIzBjOW-qeR9 zdvU4&>b++sk(IXs5dn~pO$C9em#kIQM1V@~7;zSNCSpmYL;%oYFxlv))jn0MsC0jo zYbfEj_~nw#(=P|LO+2-?#(pbEScz#ILL7~TgTX+}rst=Rm~I{3EXqQIHZhnPA?Ko8 zB!sphPs>t9=KPCc8{RGD6mmY{E5hkr#FGl42#|o6S&JOv+BzKG`+4%E_PwXgEqxMJ zhIadV_Ws&C%l4e^mmAuzGB)q!1r5TS6MH5+nOX^sFTFtGj6UW6U#Y^}5)I?!QLnXx zf7tSzvF-2(aNW3>Y{@aa^b4vQV{i_cfr!hpNM)VGtRYTzN8ULiM+Roa{SfkBiF(bhJgWa-lqd@@xF*ar45Ya^2WHTZdGcY@L zxv^Dhsp5q~P>B)IJQEm2NVIeXL?rS|F&pR{G_TE20=R<2<=7!0A@1$%4~L^$H~01q zZVdehzyKU1+4S?zzZeY$Z@qSZG8!a+iiuNZ z5TJDcEwR@UTx5UAArgyX458p6hvo$)1qM}Znh0P_tJ9>f%+-U7 zlUxs3VpZ~RICRB;xiG+-OW0V@5-4hB5-;foyf(}%Mqze{(3f~yd-(8NNZ1u4+1hQr zHNW|hy6Z`d0N|L_tgh?Ce)lb}UNi-%?7cTLP&G9XQ8Q8l`jT}oVclk?J?WX`Aw7Kf zkQrWn`Q__S&AS})TC%xAgN(4_>!c(JI~0vXz(n!+9#GH3*tT$Ib@Z>z^;fzT_j3z8 zDBI4^&yDqS(cOpk68ob)qa#3vepnO+a(eo7JRT0q+Xz}sPyJ-4AOwOS5+PN5n;B+n zin%MQh=Qf5mr~+AMk|VHOD;|XsC+RBE$1o6NdN#)Rdqt@=JVNTG(JB+C!+m>gZ;g| z@p$}y{h$Bt=8Z#7glbt~3y6#oW0`<6MLVY*yJygkfR`Co$t%|~j%@Yk6d);>t^8ms z4tal>+5(Iy=%s(%{-!LibK5JATh5rjf8}Ibu_5gV5`#Ut&xj}zrHKGQloz69QB9i@ z-lnO$k|FN>rdNLp0Mv~8Ik0{MfR&s^uhm3b0Bda-dOA+dQntrkUPGHZOzTaIu`Elo zR7Z*$B}ou_a!7eyLqq^gtwTjLsuGh!ZbDTpnx<){^Tp229udsu(_jA1TSei@vMdUh zU^D;#RRlHB#EbwCBq%%s016Jr69Yj6b@uSl!`0$-|P2HTIo;^7_s)u8E?Y=}I zPL0~u(=ld}5n2Gmv~H>+G$1o&WB?EWL^MTVEYOuZlcs3^lQ2C|3hfb2drf85{My?6WWxEvv%LF`nhHgSwPGy;amT@o_amy!Xr;Wz*Q zh(r-iUFDF-5CB1QLB&!X+SEWTadCi*%+`FUex<;Y9JflS%vJJAVk;heA7R=SX>FTv z8Hw4L#|gY$L(tlbT^`eNbf}1!{JBJ58V&}jHYwRm$Baa#O3VrP6;(rsDoCW5@eRn5 z_XtGE3k2pAgi4G61ZFYD)2Amt`SFKkIjpK`F`xhM|MFk{(|`J(z4qGc0LeaPTiwm% zBmsRWQ}m z5BsvZ;S`u|2BGb9y29`*hhtU|GbO^O$B&)!dwV-K_I5w~=!3HKPfw3#XHS3W&9}fX z>uV)8M>p(pVL$l)BjD{LJsFA7%s{hJ>teBxAdcOok>W4J*i0&SugW?EO33J#2mulY zq$J`5<)O~zGbWxdX2(w+PtVR5^Tox*Y(85|_V#0x!^8d8UVoK|Lkvx*%WkUz^y1t*A7fNAmk&i?u+lv&$=qO0 z_oz{8Bn=gEtq-R<5z9=$)#%Ng zyU$rJjXJ*C(v8Rl*a!%7JuNO9F`43rAAa~JfAS|glU+62-`hJrI!jf`BAWr~W%+xR zq9|0Qvxfb~vMDldFE#rXkRjOTH--Hq*L8s8l?eE`&-yhEM3fNr5BAG}KR%wa)1t)K z=y1#+zM7rSr&xmc;lv|@bQOUFxQsN?$gxz|8G5C+`f6Mt{20i)I^+2+_x4u<7uJQxg$)-r7y;iCDBO8-0;JbdqoD z5~u)6-sp?t*l!yt2zJc2v4&hF`z*PU-PI3jHL^!Y_s)EHq&rIK%#9mnp&GUCnV;k3A?+yB1**BlUcp^tmVMm!PINNX+Bs|;#z&? zv}HBkcBh+b{^p)v$pC*{??gJzU@&l=B?dH=(43tdO~%7pw+`#!psqqQn}QJ)g(Hs! zvP>Cd7uZZYk4B?#t4Ninb01Jl)jg|7THCe(0N~{KNfYWpSsvUty#MNJ^ZESo7oRnu zYUh1$A3ZvGXO)x#MMg)4{QlmeWY}A{Gx__ z&oV@{na@IqF@(@Gp=pwT&@?oiWn7c*+r~$S#0UihDd~^~>2RbVT_Xi)5Tv`iM7lvz zS{d;pMo5X2fD8c{ATfHt=zQ+~i-%Y6X1hOZ*L9uOc^=32AO!)l2sj+x@6i`NwpH%? zxcHWz$t}lSfo;wsIGB&pmO3MC@uPP2td4+G$6_=mth^#$nt=pjsBE}fP9EtT`q@P8|wSi$lRn4B1 zC`)t|SM2gTRh$EA)bwwX-@iq%YAptOk~eI=uTya-tFMX}@(NK1F{g9$fGKFDK&z$p z3Xbt#0^#@?DrKcSWi{6~C+e8(q>+z|vQo0L4SUygq4f@qCm6BhNs-Gf{zG<}s6Pv} zE|%I3Jw4u2uPf^lzds<+cgXwu&w0z80hmL0P*+z5?LejKpWDFXPYX4*7wj9i>lzv@ zBGGlk4~zICqnUiqw`d|fPxZ;?YjF-ghQ9JQfw#Y}|AFiLU~hCkw;8f)Ex64^NtF3# zVL>qghIxd`|A=$=vt_u7?<*Sug={`1Hc5X2LnmxX7O4Jw(vT>HUbmOBZX{ICRdEnf zDk9=qeUYxh#J(^#5Cuqj?z-CD^PTkhpI|Vv8C2w+=yOu1UC)UDD&mxtQj_)aHI>|$cZKsRQY723GV8GEPNJvRy42#Z zE|k5ixUqwCVfquffv96k8-+lNz$;coW>&1KG$n`4Wn64on_38KA&t-FCHpfD8TySF6wue+*UHDIe5$m| zPYRlp-1=Kj4eG?tsS_o_1x=fOCkJU!Q5p^Jcl*T?I;TUY664h#=hxP}A_Q=G!9euk z#Rd7B61gJnDL@^|1TIn&PA_zaIx0@%bRnmA5wtx4zF7f zwQ`0YOtkCuvpF7;I1DDIE)I%3W&Z5bd0vJII0O1@4+mjaH0V(D{KK^SU1~m~ysSm; z?Z(~3IPmAd%FEn+BL|w#WUJlL=8K;Uwn`658r;03M(=tkMV@~vB?M_oAL(F)f2G=Z zrAF%4<(K}2?=_lPks{gu+E0vcpOdxCJJ3;Qy3iC+_c{EcSqw|UtjeA4ppKav5m3JQ5`^Nvpt*PZuq4;!l)e(`b zvR=luHM=l$wd45mDOp^lfZh#pnaqg6ufRsnSyAN8mk&Y(y+B@KS5QV#(K8*96y(Cf zXvRk%yT&>!%p`NjQ9;wt&@gG}l!2pb^*`!YxSAviSf3dlx5Ton*DZ?b8glU;LMUw? zKUF$aUgH`ec>O^xe7s_(D`O=;{-t)W0Udsa(_IZrc%|VMKL*E75GjbNg%!Td=;Zu%Uj+Yp3GLG&8HKM??zGs>RFlZ~a7a7Hbeb z%h6TE6R4yin{ST!DmL|dft|Tib-S0N$3;tiDi?8((@E)-yZeh?bbQ#!ebB?!!{t25 zHr=OR2_$g?vFclx8CanBz;Ag#d*4ZhS-^G+yqNE~I2jWVs14910}0E?&}l1?yrn4n z;rMb~n?vJQY((%H&|vhIdT4s6lfM?YAA7hZ2gs2QbGPdsL)+p3H_FZF+H`q|+~wu| z#%X)lk=aN|*p}wrPB#}Z5AkzN#tP{ExZrsvw%5B)T+xZT5JfNr_d!~*rIO!s)7>bW zaO=c(YLn$Cuo9J+%0X%5YXa7&TCDu<$H&L6f!Fh4$5&%b09<(QklwxL;7*71aZTgi zRWNk^Y++%+rYD}r_44G6DX!^nwhjj~Qj|vJ?EF0WCHl_f^|)g3=M4t4!FRZJ zJPx3Irz8FL55WwoZ)G&9C}}yHVn+;k-9}(D_L-!+7%qF{tr$VER|q zkPYHXI8T&hif*J(HqcC9tw~7xZR2R5XlSEj?XapzK~(fAX*g9W9@s^&)PiN-gY#}bpIQM*$fh3pZ_o4uv|zYNwStGvF| zX!9VI%C;|1ifZg%IcI9RC=C*r75}`9dMe4K84AzC$=M|Z3k`)8wKLiR8!*s0p51Yk zD-qM8QX=`R+j{KpjYhti75zrW0?fcLRZcn$z;*=B=eMV^_Y4ia?kA9cqoq!5Mn?#n z1o_pmNgGqg_)P}L1M6;J+F$s^Pu8080w-WOx4`J0u~M^F66NZ<9OBk-*bCT+JXfEp zvGc8fCH@Eo>YOb@!#SV3jY|^)_Tk#vC$NBIA=R}$2qab3YbPo28!d^-%1x`^X!x^9 z6ejHU=3#?86eAIK-hTsdSHrFV#J5|m*HcmDwf6^y`2W^-^6=@jhrg*~ck5(t)-`np z-kcvCzXLb|b>7qq);t0@LL*~=(ObSPRZAy!6;A9XIPIjukm#ikt9Aj5|^ZZnA7%mk1d&Wg@zjnag(2hfoa3O#1D(yV5> z+u+pvMuY);E>jPq^7q>Af4g1OSk$O&Xa85KI7O=H;wgce`Me&L$}X(&y9b5#>j`EG zaYkl)yt6OhkC5g#*U+8IUU#QYlngdlO4P8#yi}MPJ=m3*zt2YXP_kh^heWrb_XmBx~5dfSLbSugK6_-qF6^1 z9NYe_G;z^x1(`lX7@OaUKg`}Bq-?i3DLg2h#ygBfVnp9I##p$fid}r=O8ia(d6&&L zJ^ihzpwFD_b=ZdwzJb@G8Vn>qZFFis=c+p@=@^s5>yqRvQ@x@k!RO>0F*H0lc*7_k z$gs!rSS@#9_QcWM-Mt&|45{*7%*iG0c`_E~X`z67?(kn<}X5ba0R zsD42!8J-XCZv>m37|wC&aE?Aou+z@PKK(6TabzhrzU9-oa_k5s-8{*U1v7;m8yFVy z7TGE*S4;!cS8WSblE*pOu^@#$TEPZ|gQC;-#Pu+>DGbKk*6|U8DSbI#{#9A6(yS;C zrR@?C8){40fK42bdG~8BNTP0Sgu+g@KgH*B1OfCXzYPc}dbySp`L9Wb#4tPjIWZZ8Ku0vsuSxwD{*S(9fy-ki&LicS-2<5Zc_*gu0+lRwD8px?8Stf`5fa&>&)-EUX@ zV%I;+iZ=BepATp=%E$)&Z?4Fx`myI>Qo6cC{i#B(pbO-oD-gRb)U5w0 z6GrhEKUs*?CUUP|&9LV2Gfh)`RD3R*7~d<6t5vq@GGdz<*33SV{U0JyR<(afrj-nE zm7MVset6qW_t#HGq8w(+xZ;oIjIHigqdvaa(tjzPpp-Q9eOzyuN2KnlNaYWyNDQqNTGf1ZR>M{#M+ z;kc5pH;kO?qaHGf-o!1AyWh!!b%hnE2Cf$VZKdE)1O(pt%ka6RnMkOBl~J=8KsvUu z)6kC8*z++oq=89-_R&lRb2fssJ(x-9Cip#c)&R$fB(XmV_!y+F|J`nEw;EgZe((o6 z{4f*dnJ;{)sZ4W1(K=#U?34hOPeSVyNz(&jMlCzO#Add6N*x7$RbNLR)CB^Zo`4$* z1>4;iJzkp_m^og%Uj~wzat@KCEWdq1F@$2edSef&;_G4IF2 z2(sWF>TBU=<8rW;>=$ece`-2pTE;c)X4=fY@Qr_TXHan;7b}u2g;^yWboKgH42!{g z28)u-DzbD|5xYE!_DxXQT)J!0Q?7K5q*tU(yL0r1!Bw&iS>!iJ<0g}e$~GCi9n#3) zdZ~+Iua)JXCOG1n)NS^ut<>zF#w0pk<`loSSA<#?Obq63nyS?QSQER#3O$SC^D?0X z_V$OJjeDIKSy8#2G&YnwIbtY1Sp2MIL&x zy`kNEJaVugs%cD=)L3^BTb^TeHC|JLyvkX5SyzYj`0BNpt_iyf?FidE;VlWZo1P;Q zgD{qss1b!nvIy#CN3X`XPj?<8{5!rtEITK!0_MhZOpUhe&_65bi~2gs8y|&y0^;EH zCEn#uO(8>2ap>MgsS0bftHudQ0ADvrX`NUBWEIp?N z$~>+bJZ5a{=l?or39;(&ek&2`-KPj@3yx8E1h1OxbL^J{K2CmzN|ZM z4n6sMVKYfkV8R7CH9=M+ux>T6>iwh@1S?0>UTSbxC@3H^vA`gTcnZ971uRxyjO|Ag zVigcK9abeM0tFXj%`Ui6`8ur{%`bnx7DFvh)QdB}8hiQqUx|>bAh_V~_WBCyxT3?K zgAz4oXKyY~O2pjhk)Bw}3HlSR#Z|vX8<98l?3B^$l1Rbkgsht;d}F|~=S!U(l2^D0 z6i%KkNf^E0-I+V#Fze*e=2Ta-+>j%8rV*wCT^f2iggBgB*g3tA8i2u^sA`d=B`CYR zz1i7H35z8}mD?Le+5N|rxUOBDUg9r;<`*yAdpR?y^&Bg8iJAPxORVJnyIq*->Fn(l zz^kY^%s=dpB0zUz&XLGTl-xzfl}($ufpRf#R-;i;U`L>Lu&{-ufK|_LpJjUY?rHjD z5VQ6y^Ja4`(V)l6zewa^C*anJ10p;Q59MT}3^asblnPk8hIZ1k=nGc|aHU@=MGFF6 zrlWLey;S>t55RwpHFH@uRm>!$zV#Q05T|s-R@Wf?TGLZM=VBY4XqA_y#1hDgGLObY zDekoGT@B6~_ZM(`Zdj;Ay%wCQEMm*!O;>fkj->1~d`uu~JU~D%~kL;%|l?h+LJwkBK1gnC%&`ZlW zf<&PAmNkF#^_1+*-PJ-#C}!$mttsSScW%syH42tnr9eX8p>9B2T+3eQ7gL#OXNpfK zSAU_%@pqqBo9lxHHw8OYAUeV%zE2an)5kEz`E5I_rxh#uBP6YDPi5e3nYW?w`tg51 zUfa7aicdA4wGRuKG`av_Nbte?OoMR}r2BXT^CVWKVHs6r>tE4FB}j!2IL<-WP4|{5 znD;Cp=|Sf!|G?UdkK|agDG7B!#2nvC>M6SIsce5c2J+n{(WET_*Szv@Hp9HJOa%0y zlJ2WX6kTY(&5gG3?~D(AvRBv?l*7NdaY6s$$$Y5e5%EW7Z7HLt4?wyC0bMULa+tbjzR(ypsci!f?4oaYRrmGP_p1s=biO5 znC-cyR~2EfkB3F3f)8AJo8hpLaV_|6=ONs0r5(|8Ta&X_+ql>EV@!cMey`S)&&a7Z zDC+*Oav4<;X6bUg51X3IuImEQ8+(HQf*@?iRrF~=Rj7`HlzO0@{OeOsxxLOwNn`3O z8!3GyvN&7R{>H{j0ENSwWyHnK>dYMpafk18wl%csDVq-GRa9usiVB>FYPHTN{D4q@ zRKp4;oRn-);*Md?>v+yeyfGhYP91qHhs&hfHMn2ju!IOo*JCC|nG+%R}Y* z^|sdf&X}{Ajyq0Pm7`A@>HaAu?SpE>EL5MBI~P6^{`>4ks>BiR$lcp$;9&aXLIW)$ zTu2{b+KzyWRKbHTqQG3Nu=5uOya3xKpN1RH6X|0ys}r8G#NnF0y#4BH4OL?enQ69a zo+%pV6Zt;2^oRGJCv0u6A!&iE72s$Hb%+NJ^GLEJZrm5vpX9oK+W3QHZO6;k%eP_l zTxu*43W60snaWTkE= z3pVR5TSY$vcbj+WuAoWw--H2c@)yB%Xd>EY+WLHkNW4F_w~_{r8on1 z)CcMjhx5tE58}E{i~m+2zWmF@QMIfi;P}_-Z7@h0@3jrmFaVA#3U)lfVcc`2AE521 z6zU_fC$v+q(E8n8Y#^>AVO;lQ?lIv}5h~o9uQle6pq%U^3b-4240z|IGY~Fr1oyFdtHy10!Gd!g@H3c{j| z^cxODcatN!S|7wgx_lCWXgD?N7zW}(jUA3_UH_Ge0<6z$k6mFMvi!S0PE@OFG8PP6 zJ?$}b@DiMy4u*!0?Y7`!Nl53`lm09_7AO8Y+r=suXSBIl z6Eu9aJ}ok#)d=yf|0?a~KeYa;0$ALf;|XnfsS!8ma+U*43paW}y>a#B! z%1iRW!ei9RSR!Tq!tsmQ0mZ!Ra4TL~X_Qf&vv|R4?hMGth2r2VwRV`c6JsVWjb4WwZ{|Q*kAm=1Bjh_$*}5a2U0P&JyNF~~1A*6Da90xTvi@uqp+g>~$&p6Yq~p#e;xJf;e)E{# zB4hBDOYg}oMq+I5M(j@?P~O?6^G9hnS;DV31s-PN&?|4KBpJ^Q7cl*1OL*2C!jsZ8 zn@U+{PsAH86qw&d(u)^mvZ|-IIRP}A_q!1rufVj5lzT^2hX0tO!S$T>dkITz2lWnH zpm^r>QJ&&)LhJG$%}B0UQ9D#Y)nitp?~2t#YBAU>tE#7Vxsqj+*sN4U2}&-IwLTV} zK`~m*dX_X2ZF^S~?805OX_wPRDeSxTM~j8@t+6J058JBi zYHBIgeLlxP{v%IEaS^Mx1uDb?K`GhixJP%Oc>g{&@pVitH!c|5eNmj1-XFk%N2Lt; z){daka)1FH+QxElCgtEhJc-_~6^b2xk=p(2V|)BIQ0~n)nQP5@185el$>FGbS8@7} zBTo57ua`tyb#~{bLfcl*^bT;J=vDLo?hX$Gg6}aoTv{TB_M>_v=+X8 z=i&gIKFUsuSt3Q`;)XK>@&$!b=$~Z_B={RqxIk@t&`{KG4I&axIiAEVTdis3nDTTv zIGntHC&itl$5HFDR5m`={8Caz~cY#2I&ze{G_^CtyF4YTLRy9CXwo%(EAG& zoCm`B#tQxP)L5G*H59BD>YXdu2#66Gm>Q zio6wX9m0W~-;0xZrr?S83F$VSVi8;2whNAOkA1gobIOuz^jiwpMGl#SJRU zKs@+o{6!Fa!P_Wv$XYP>4F_gUgYa`EwbFZccc+GeDzRZ;hry?_t(aV^{Nhu4*tlnNeGb6aSMKNU%L3Im zYolOU@(9BA^Y@{LS-ef~&WjxyE`dTYtZgPh@tIRYGv9Nkz1kwJ>aookNeNn#A3^*v zKK%g#m61M%IN>qr+n;hj(G`*M>EPS2U{g?G>(sWSrO&??ciF9m8ELRbAF=fjOt4W9 zzHNc~+-{4441LzQ1#u{JSHYV5f#C`@nW=LhMYDtxUN<`}x)20?ts#0|c7c>C;gAHW zwt^~{1*Oy{kd_J+KPLiZrv3LeMT44t|Dn_3rsAwm ze`j5rLDSZVf4+i0p3%L;fat+E?1o9C_(_w0;4PcealpT>ohEml0j38%J)vMr1+r?V z-J*2`NQCY5Thg+gRc_z=Yw*VKu7;YToHe!5y~iSthGPjMHf!)6KXfDbn%C;;#K9`4fh%d#lL$1sa|#S^&;D0MEx(j5 z(k%3XzOMPbIhF&=yY2~pU=Iw9hVIN%E(C`L2PZ4Jy1O+Q0e}~_QXlat3;{VKc6jD5 zA1#Y{=pMx3!+X1cC)mFye$r;xT_OB6H9^S5_fkcH=&>?DW(s1CrX{(SmJR~SYo}cm z7dQBGdv2=AZ@yY)Vm^k(hC|WHrUpJ)|84Bf)y*zc)H*YV9$(S0awDX2s&*#N&zFNP z3cb`RKXn!-Q1sKThv0yquU%Ydlz??N`iI^Z*&l1~_pM~38#ejWw%+f9mp8J~X;DM+COZn4Gy`Rz!DWphMTT3z_i>f|*LB?A-bYs7@P>;X2G`4Lan%}v*0yTe!(l5U;> zL_|H__1M6-zU_YF;$ijU1M1=Uk#QrJfPAnAVSO|2jj_Dn-po{}isfR|!P-)WI#VTO zBA3`R98PTZNIAJsN7PuOQ@4Z$5jPtZ0UGP2e^W-ZE>BjhwGEbn`#VUMUa|spJ_0yk z;t|lwO6o|&-<3xI>$!p7gdQ@Bt4*j!JWYSz)%YkGLS4WOS%s6c_@m23oN)inY2o|= zgXTzEqgF&+BPCsc$ht+Wt)sN&6P@HDZ}UL`Z{L zDPFralNbWInty$8^XK@YxBph3EcK2B-yV^GAAc*%rs`v1JEoqVMvjy;&|r41iAkeB zXSND1!Qc>6y$1KK;=C;rH)3RFmm7T)$@%syZ0Qvd$R13R8o8I8rpL-vX`iA0&%@JG zn3jai!)(64k{X*B!kobT2`2#bOCufQV-bLk$;6g?{o7e+9?EY&dvKf^rJcEd=E*;| zuwYt@Ld;f<8C&`v<2AHCD$e~ED$6xCZyDtFlEL|ZA!|NGz#U%A^z<2PDc5@Q`$TK= zMOIvLhD@XW?^9uGC||$!-ebIB|9Gn|~@&@@D-iV$|mucb3T>xIg!N<2RcW(f+QX zAwLaLnoLgjXWVMTrh>&R>o=d}fw(%C`S)NC8U89KXm-q_{-B4W?YF%v4*!7Kn;tzxn4H4B3!88&A_GEI9|C(kf zLSD7RzIaRWT9dCbU5|*RNQm(nE4~deBPfy_q>~xrC&#G!{BKD-)V2^qaX@)ifv{A# zH7RkFE8zydcEhxs&zoN*9o*P+T#E47PNJxAxY}urW%o>zDR1q|ruD>pGgv z=OauE{siP~Tu=30T=$=i32U9O3L&@b&W|oP%-X{)Pntp(g5=%u@2A4Vm*H%&aC(7W zL6K#%i^KZ&D>+gkVIPF~@VmNh%I_>{441?)3+4%|J0F;o{SKh5P(l{$Pd-n4wsNV3 ze)v4_>Btlkp%_Fs)hUBY>gIUVDedF2XvKBk73C9tZn6JIs7eR{>Kv@d`U3kNlaQl+ zf{cYSuB0`Ozq~qz&i0Ad%PqgnZ4b-<@<%(^V}qbglD{>WiJwqX6BapE zZbT7W6xe66srRnP%gP>J-1OfBw$h%)!e9xD%LnyA=UWZSMa#8L>3o}gO2kK{EjU_X?IvXC^LIVWJ=}{2(j4aCjW3%GJ(OyTWT}o&jx={ z6S0ZqN*y_(@S(8PG*1-hIrQKVVj;#MIAnSfaPtRCaL>JQrVxSrPt|f zW5ShZHl{59j*o>v(cl$gqq(1LMF=Q!o0|)922D)5r(B7$=h3}?X4OuCdrt?feQA#r zRu)ga#P%8{Gj_7SeWY8~is4YFb}zhdi?wBmdDPko6S39V%Pp8oGnKHzF>eUt!|*`Ry3k(E*3`iQQ7z*-!)&|sN+EkH zSYE=s0WV9)(KuUHW;inL@^Nkz7N{l~u}DuN9u#|Bo10Rp*k!nqp&`_zfl@$5-ZZ!z%#oqqG!NY9Gjby zjNRmPJAi1(V?m|*c=V2JUZU9SL+^I+v6aR4Da;@4$-|D$&CnsJrLg;d)s}%f`U3Qx zU0q$R?Y&3n+a=p*AOt%sfC)Cv9smkOU-GG^ql&|>j@EW+-}7C;U^~HWgVKIYE8RVC zi8sxjk`^rbdTdu;Aq{F}1S(U^IHkl8y+{L|7XJDqs_&9CF>J;@VzeZ?okGKGfgz0P z8bTj%BL!JRUbA4Q!F);0Fo=#cyGo&|gHGW7ZR8_Tq{Z~C2!ii5o`to#D`I>DzX!JX z-j$@83J~)rL;00uy1VtTla(#gPV*NT-Jq;D_DKug$hImd;!`4mH)ufj!Tc#7Vup1! z=9%)N2(7!cwe?#>F~jM%wJY=z^KH;F(fjiV7 z{N5e?7XUoDdWsiJWUzJluIG)ud+PFeU~N0k#W;pKAg}lA+zi>#2;9M>{tFIp2&!H| zf3yF5J)B#{hdVG`UhZtzdgdJDG9TF9DwaQKk7!Q&E{&?!=MtLJ8wK&jfVi>0&hSjn z(9?_9vOmTtDbi9I_>4(S$U;m?KNA(fBPMdDVl7_qXY&4@h$ZuZnJhXU$_vt(gLuaGcWVI7dC2ktmFG+zc znQBHi8HXHe+I+TG!2i#eg6YcI{h&Z{5# z-S30qFivgokdhFqUm%(GEo&KrFGh7xabDghTJel!H8`!#MO{ueUH} zGWJD<@XFK4&cGp24FjVmV}?bKYiqPDYuSvIErnS`D4VO(oLf!!oh&kqhG{j_92SE{ zsBLgk97&z^^#X~D6%;B8!)MCGw(jo;(10`L^wd?5fq=NdjftK&u5VmEa9tHuF#mO) ziR5}o+Uzd$VFvl8=?A8nI=;NY%?AH>j(|nyhclJ*cM8DjSZV_->9DI{p@NaW62;QC zq_F^w{AY(6_k5_F8jatj*Y`)P#MTKem=l*UsW@1UrZ2)QwuRNJC+ASKtMK(1c_sBWAm zT-1~eXGM5IgeofUz@G{xm?Q9D8<+x_H$Tg%MaszeVv^aczg-nUmPr={xuT;Ls6QgY zQB0U`h@T_P<>H%ZBOPc?J2;K$r`_%CFMFMH&UQ=hgB+@DIartIP+I!@#&b48)iP6$ zf4;OzDsx=Y;Q4TH{n$2{d~IXHgiw-!tU<`og3dN}pa+ppQAw@4C1JQoNHC~1dyTkV zl)sgL@p-XqLsWl4GQB?v-yO##afK67;DA(=!Yy_2QQdx8%RN`aolb%DZp ze>>0q0)AbWIc@nF;S)i~^wede+2$h;bCJZXxcYAC!|^@AgyH71pmWYwGxsj9gsv z*pAAvc}~MyFYw5?jmS^e~a$D=xPc%X6pON84;MbeSq7@l#QIy zuBxtvNvwpT{5$;jw%=EJ@ch7Ed~qEr^spxJpzL+pFK|C2U=Gk7)@&?&I1Wg4D;u6$ z%?0F3p z1dzPoVw;Qz6n*NJGNPBz=(1PahS-6qRZi}7YsfS{3WYq{`EYtiBw70qc#Hdd3L_&> z?)j0L_2gde{HKXi(in?Tf;>0uc7(Q;w$;`&&z_4g#Szigj0%1bZ(oA_vw-VUI&GGU_og~vqxgfb0_P$(MA zIL5uc&LKNe2IgC=6nZbXPZ~GSZ`}f1jsAK~X=zW@Zq5++-R+98XMGoYW%jxA!{+XP z^0e+~b9kVS48t3HeQQl0AewTEYisE1+Kg-HL!_c0Xr?||E3K&WFgaL7aV{@Vne9Vn%N zqp`i+?_g2P{eMZC<}Y3m1{4#ZqA+;~f}5a#Vk+I`-_`w?f!F&^-?EWdA4Qps*JC& zbus{Apa;Ay-?q9Z3u7j4l zfV148edYS%AtTItXH#4IkOA4{h1j#=3F>m<@X5}1&dz~X!C3x4XmsuAD$U)k^!!ma zI4^5QAp4n_ACGIfbRs<_l{sbt8;Ev_3f|C=Gs*!YhMg=pn}u;g){HtO(Z3g9EW%2} zxKIR_&aMI0H-kTWkK-MeCTRh8ouMCDU2QWWN15)eH?(rvcTrjb`Bd&^AC^P@g5Gx9 zYDi6`ezaUqjasQ#6@_u-iFGO+xmMMV&gfPC{Lq_l46(ul(^>W*LQeCwi7S;>4W-fOW-Ulwe-Li4JFXRlgq@hrPT)UI>MIi;jlBl}c!;5RvV*Z@5ZZ2@C zOP8=V#$ai3kmTj%F9SofR*e^_F}qn&tODlDOTOPasafQe*j=F5^+oaj?!u0S{g`CB znYd09>wnBz%Dd$Iy1S1IrIu%po6n6E9TbVGmvnq6f1g4wCvXxqMnIUD2Y~B~w8+U` z%=u8Q+f-52Y*gOe0Z9am@;XlGsDN~~kBkf=`mXPFR~z?o9RY}vp;$!ZyPB5wyKQb} z4M2F49>?7pv(_wE<-6piW#sWNV+jMjZ9JDcWu<{;DMls?4POchx-nZagIl66_fLn< z_KIL`OIxONV{P#-i?ld1)W^jubmE0IJRk|Gp!ijHZZ=kYkjveH(%k=R0W8M7-%fDE zt(ISB?RSa`yk_0)Y~*@`eg!diX#nsrnR=9h#A17FPWe*P>dY&mVj}dm6yLah{^?8Q zAYl3BD&FO}2`F52bAm)Vl(X$7J4CfUY6GZ^PjAviwKDh`YKaN4J+e86Y0(z*z94YY z+@4;Co}q=ZWW|?VJdl~$67V}oDdt7h4mFofd>WJ+IGwh{N;T_ic#pNQW4;W``4na9 z{qRWx_C~m;^{)7=dV8(Kte8^cuJeCg%X>LaY6(WgN=?RqR{%r)Ujq1>Iv##~wmQN4 zX;F=MUV@xT@TTL}rZ^;DY)RO`mZD_mH)E}jdc8$3|NEJ_e~6^1n47K_6H1Htg+clp zL(kAT!&2vBwl6%tc2}nJ20%;3?-%5+m_qM*F9otR+v2+5Hm~CcB@+>FVa3D33q=h* z4M`M&wB@Vi*t7{B<2=G}gm6BMr!9}wxFApG%YROkF@O-ZvDMI!Q)=fdZjet$jhj_a zNu4_@9n^n=VPHRGgz|p=q?D`mKU5cXpUgp}dPi$3Z;TGqbZ@auS9s^_2K(CqAP>D? zwYpX8T?spbH65a@Vzr!5J2M~t{wg;i1$txP^4|kevf*K}_ZrV%Ji$*q#bTGKe`Qf| zbf2qF!75i&PfU%nvVknTs;}+@&jmIdjFPUpo#^>1vYkDBpL7clM6qdwZn{_z)RfI@tt#kl zXGyjNHF%+%)c6L~Yp_6yYTWj)om!|{N*nIKI6t||NxvQuV9l?8n5Rns)+yiX6FwZ3 zh*F=Et&hn32^8W_XX8i4qV9)#0zGvUL+KF`rTk_Pf|XnUZET^X_Q{WkA3|}?t^WT0 zX!?~)9Q1hBSkC!{FAP$Zz({uORK^vp*z2D1mbHit8&9M@+i*z~-i#X=N6yG7E0d|@ znlf@1+5~OH{Wr&JoG8<@7uW$MX4$P}B)Or+Cg3~K)41v`|!;e812xQoMTbyjez0XZ4EGQpmBY)EE$ zkPl!)btMCGMQpAj zj0Tat<%^uVPLOK=i=ToeE$55Pd%yP| zevF5gR!}N|B2)TUO?X+z<6d!B!rpg4fyTXImY(n|PtGpEN>GSP5Nh@3W?u!Rg`e93 zZv)0>w!U_^Yvt~+B;+Cpws5QJ4!=Xj`6V{H=h54~q482_{ZdfAK07-*+Q4fZr<|8_ z$2y?`UAwI}*YaBsCqJ}!p&GRQI@xi_F65-&S9ZaU6P`8B7ftcq;p)SjC^MBs^kPLr z$HqW|Wf)(EG&)r6i~L>Qyx=J6Y9AoJ8{HrOrH}vE6Ib?_^f`0xFcAfOuD%F3h6eq&(+BoL zWVS7yuOgj(eZ~hRyd})q=}gRBi3{G_PSRMlk#k?-(4u0o8ObQehWzcrQc!xAuOhHE zvc8iN3g>ojbg-w3p~D)Y61aOktlE^s#4K3tl<%-()Amb4ITb^dx2|f5SK=XmJk2}h zes#%C)7as!(Bbh7tijGRHlxSfre*8K`2K@cfZmu^@0}mR@R`uV@fE`}DJx`T3y7(Wn=H`D9bpflMiojp%Azz;**tAgQy+f| z{cUV*#Z}e0#h-r6iL`xQb-A{--ug}M-XW{1rWNu0iK(Sw(&)S0?rG>nVtq})>VUrt zLJ!hUYM=T~^~JHKYf4Rl6m}M;gBBlJMk-L$if=~rS*BffMSnp5SJ|gbMGQ=GFRv@D zt~R^*;?{NNeTwI=?`bl^deW$9>_#<#YGGt#r2Rb-;7$cxEHAnDoT-R4)pj=4+BF$- zND;9RvOrya0!QasrX;oL_x@_9#oWWK380Av->r8`@d5(XnC_;}4-dx#!gf1otm2?&k+<)F4PJVtl zd95=^&YN(vaeydM#`ma*ZD0*R4p;&G^Q5c4J3Bl6g3SmimxM1|kM{VejD1?2vsu!p zorUuVA*_IyY_xfQd8s|G!#LYwz6LjvJS`kt=F$b>l*6^vOyBY`e8e4Sr@a%+o#>U< z{X^G!-gmfdm=+aW2%g>HbEe^~w4Yr#9!=2me90heo6ZJ|fa3=0e`vpX(>822C42D~ z-W69}UCo&Rp!3C4lBiam zDIp%pE||)$16S8$GD|tY({o0&b&-&(OrdhdM4ye7?%h5qFFPtJ=Hdlw`&67lGzL0n z`*w^i@Rjn`tEPE?%+enRE~2e(mGh6F-4thf_RIp=m1$S=b2bbxpI%I6z0Pqrmo6?o zi;XgE)ogaX_qbZ>y<4)FU;gjPb>8RUuB{Yj*-lsqFS zOB{uM1db+dWy~qm(cc&Y=~CD5JCx;rr+;B$?FcbtBU~o4vIIT<)Re@pzUG)D!Fw=k z#V0IKh2AG&Y8?R!x~jJ}`5*u)IWDP)8nio}V8q%`Uihw`S1<=u4m~(Px(2N7!O` z^FRL;yo41~s)e)R;&}cpzOIvccKhJ63Y}Dr{_4x6q{tjr+a|?2JSfpitK_XVxp28RI7#FFf}&mBn3$N_-IjccAihW< z_I4H9t*_9Ar?Zl%>mlY7j`H!y);BJjg*23ba0XEJYYEzOP@k0TB1Z<)(QSz=p~!Da z?%}VssJQ_zx3YC=9P~a~YO-8aHQ|kA*xeZbj=R~jddL?7x{x>hv(o6Er1-9`r78Ib z24R16mR{1;zw?EIpo>Fai}FeUS%6&WZ2{B?9(Pc8LDn)XA>GTfmCFf}I&Xy3-m|{r z(a}3;KTWfbHvxIo&=19q|3}kVhDG^(U3ds75e7s$N2H}ha!6;8F3BOKJEc36p&O); zR8klQl}0)Q0RaK&7`i*(=l5RMpRar%&)H}1z1F=PRLXT~C3#~6Ro|>s3RDjrmzS&X zujFdhEVQ}rZn^(}LZRA9=l-`#u0GR|gL*Z^b~9eaVjIEtO$$!hlaYz6e$6icIT~p^ zlNx&p%nk-TgL)b&8i`<@FTICt4AM*O+7?85hHR8sU^RO0jBWHz&1)CY;v5~($*hNY zI$8<67JzNXb8O~gCYIbme0}9snt-*xe=IWT-oDDlx=N?uxAp{jP_Jj!aB!_|SDXdT z3TQO|Ir>;hxbj4~eU`n8OPR=ys?B(VT~x~nAU-tVQy-5&MwmhPd-&gsQ**x8LU2YQ zSt9y|-G}?*T4n!bS@1|v*_iOrv7xN#t0sz9c-M0iILct`2I;w-9+0i_@^T?nKq%I> zFgrK*e9*nM@~ZP~YODLOGD{U&F8Tt&`D_&Nj11IQ^NjT=nSgnh(bVN4XChe8D@n6J zjhwUiJkR%O5a$DOyyyYl#r}ts6dVo5fd^#Yo=AIky+u1c1oi!H`1Q`fw9&T+y*@uZ zdaB;?eS&Wciki>;wO$jnKCy6BwQ!ZYaG6_e2V6*VuqYLd9!40%eS01 z&0nfnC#aLoMt{oF5u+wApL?wJ{&`V}Hc|=gcry-&1&n+30G+;5loRv?B#z#G(Go%id*A%|DO%<@O0iw{5c8{mUr!}{a8s(=pYZE{~Zf}TnG z4}uC#nh2VljOJk4zOhjG`#yfxGz2ZDWAu*dO~*@TuU+~ZP5fyOn3kWk#Ln0H?c4d)c1`g8we;V4;Aro*iTe2f@YqqRwu|m+ zyZ2z38(Emb8+(s){z@2e@50fL&9k;1^X)>Ia z_Ohsn=n)A>wgAD*K>~)2e|V@!=VW&!BKXnv3Jdb6=YiMHFkBUKJN_^Vgyh%X#ySSM z2B(6@aRT#)#CwPwWCowZMlEPbpSQ4Z8UF9PTg|oGxyy$A2r&IV9*kkS-RSIpcXS?n z{0#}ru6kGjUBUuygMZuLYcI*hXlb1dcpH%uLa zCzUF;8u8j>WJokMo$t>9nHa)~b^1K9no zEt6IHi=L&p?toFxDhS}MH%R}|l^QM^Azc9UF&4Hbr zU8ePbr6NADeFeD}83) z$NVYm*Zfa>COOxR?l`-gFOT2o=wvgi`2dQfRB>_f#_!+%&Mx?3=3IhS^xA+`VuE^J z+u<3V4%)J(sHpRJ`ey2WZ$UZbhV*Wcv|j1#+{LWDb??}n8RR+3J5|x|np&2LyWRY4 zBO6@l(345S#PCN^+*D+|BSe9+I`E|5RPAcr99V&J(WvSqe}TSSIeaG?@cGZY<%vns zn56!u*hh*?Zgw1OJ%^RWvIibti9&n zgWO0XK#AhS&$VLcj>}LqA!gf`+xqXYY|Tu%sbl>e56yj}8@$;%$egBmjwSFgP}q@!Jn644 zA&clNl`j`_C{50>(dAdoXx)=SPZfpOSkq5_XQ-VgLA52Xi!{goYAOSr$(chR{RuS6OE8nVh;|mT%seOy ztedp68=M4-C{dRSSEr_Jf!lilR_{6XaA{;@^lv6i-ip$T?`OnxI|`#346Aha+wP@6 zscVY>Nftdd&k?=!mAad;Wpbl(f-8zOQP$w@7Ko%>vZQ_v5ofAGYSKNf{S_-C?j{Se z)gaDpeKFH~xSnlLe&x3ZEFV%{gk(u>pkeY*4SmPQnX!6wYUl3c9=T z5#@Y3&Zas(`WY&9_s&L8N=z(sM`ih%k7^LG!sr-JLA0j6fkIfZ8QYCAvc?c_qBo8} zU65Pk7HjXbjTT)6>woz*H#o#2%Zh|eVxdHnLU3PyOQ@d|pZI?RCZJft77y#(@aMyxCq^lG-jE^BXp-_*zmthmb7 zU4u$9jGE4^Lc3YiRz(UYA?O$aLN-L{0Kb`!TG&HaJ+N&!x+!*Y_!$48sN?uJMrXF1 z=knxab$E2%TzFeNg*8*4zvgbM<~AnyQ2Kr___9rmN-O1iIeOB0{XM#y1>@ z6try0=TB-!JIgeI6haAS85#**WhuFIT#5)GZ}0ux*3)kT^LF6~ZZP6$d>qkh{L{U! zvSYTfW_Sg%)B#BjQ^WftKn0q_Cb8NMlqp|Tz#uUU6HB&2xe>S=h z->^QDwsF~qvFn|jf>{tX$#e>u1-8;?Yw6Flb0Ae|O5$Ay8>;;wM z08x6l=MXctjMAnp+|^Ul%eX8pzHe#clhuyeVV!>6YPIvmW(7`2FAuhP6@a0pG=or(Jwb`Dih0MM9-V|Hv#hnjK{h_j& z1iXs%3c_qTSJmjbgJ8Q0}v{cl(Y62OFa+_@sMSpLqrgmlqv{-xNE#q_DnS zrxS4oq}Z7%S&h!wUQ+pz{%1qf|q7<_Suw4)mnU@E=4X)ZCQDYFg5l*4jC}% z6)-WbtzF4^NJssA<>j|iu-u7Tbee#pQ?78LKPDOX(VC(;C`1hQc<1jgybyDZt_0oU zW{=_7*8SOr{T2-}w!CP&-K!Bb8@3lk<`g^YhTLg4XD)&M z=*qhj_51qmN;Yg(ei$*?DDOk5&#Y2rmA=WfAxB0KN+rion=HdYPu+eEl8b&q zhGhU>4Lo20)Q|#6E|lTc&H6RGv0#9HL7CL<2pFIKOj+ztpH)|Hu~HR19;1a9qC$}o zRS)eQiGp}5Ukh_UoISOEd9`xjDzTaY=?CqzmGVO>eZ}pKL1+`9U&YngDVQ>VyR!e9 z)Lia4$4_PoLY z(-p)V(kB0TR-DRl{BPE4*GYJ+F0ueD}uyVOGo_|wBj3p7&t-?f-X2YVeIva35UwBGg@y6o@na+b8< zk}N_Uingm&iLp1g19RM=L{jyEBlHAT733uJJ^<9Eb4mJUF8Ct&=8!4h)I=21E0OZq znTwUwH28a)KNy{X#Vj!0(IKldHT+|I97F$|=lHZS+91@RURSXk1yxMOjmSC9KzZyN zEu5e4%_Y>TVBTYX3;ow*S!CG&#PXhx6Xmp&z8J@Sxx6Rmdy-!#O-yp0uX8(TCj-kY zn@opU;H5HzIWBeD@{`O}OUMr*0?DpUqsl5K$~o|q#@i|Av0wP(!78`7*vcvn?FsV4 zzz@itLIBJ_fJ)Dhc~zWY^!E&;RELtWU4Luh*QhR2aFy%QpU0z+UrI=Ocx?ou1CPZuCaDIM{1P~rb>aYZB(qf2hW}&ESGV6@(7rLr6 z4*&+jGa?$GcoTg++F*yp%;ydxmO2SssNXH%sWB;4FxUnL3dAIjW8VJ``TY68`k=h2 zcBF-;4dw$8y|m=WVDOQ85T9b*Td~Sn$}pV{4#-hu3y1nZIHAd9Vl=<~c6j)oe^NOw zxfvf-uztbj%`W#e(zlt(lb{2)+sesOP7hEgwwr19NXB_;9(|AziWZI+>k^j%i815O z{A=JDntx0dDqq~US-uSjZQY7XzIg@l;ble?q>hT?QXa^5T^FPZ%ZHJA&IvgcrPPzQ zxcFPMRn-g7Vnr=KSz7DXH-^40dqkPUal;uxclrJoOQ%;P*$;K*o$zlRW#U<0f2*C& z&%E~L+O9W7i*j4+lFEi3I5?Rrq+pT7K1qh)!ptZVvg>FUX;s&1s+BK2t4yu&=tWcx zp7@^INQ1hl6b>$k``DNshLD=DS{leJ=!_HBHJ6tIJ^?T`b2#`@d+82qEW~jN**@f0 z?>0Z0Ua4Aqkd@8S75DT3QyA$U;Nvop()4*be2@KXb4$SZDO-2BH#hd#8gwzEz93&R zcwX4)oyKeJ;mi3l#2bXlVJRMRB!AKbs!YkQIXD^+0NV@ynp&@aH|83Wxq_ruiW8<5#;eW0Kz!m5vO`ou!Z{2QW4i zD$GYV>>_m)lL-dz?jBJpjK342g@4ipQ4{}W%{-U-6)Viz!Iv@k-$U2S+v{9iZDh9e znf777$bz4PRDN!LeyN>(Y(J{fn}O_?HLBsiKRTnN-wBXwwjY3z2waH4yw%KdEGl^h zPGnZs+LxPxg}Jy_xyPlIKTZM*>zD0*5Q6C4rirNCglT4R$yrxdj|!~(0!ga

~#)#>W5xz1I?k@97z%hw_#B*4qXw#AS)qfoId zN|Wm}5m!T&lT?Y7Py>Y3E)Hh19*ul={@ZW?QdQyS+|=PZ^_lB1@pCC@%LPa(1Wd$< z*I9rJoSLb2+A7^{Y&ldA;GFDXkH(r7kO4EnK-d}-o%nBYVbywZa!#_z zVhX#rvLv#LN_`xDI!+Q3vGs)SheDq@`f+LgmUbohRBjIgx{{OOT>k;2$I#A$urArK zuU#gh97(pA26#Bj3klHtO-x^Q+m~&>-fIl4L9otQnnTrkz60E8i>lVV$ze)~Pp_hS zo0r#Gol#m0@IpvQ-OVlB&Mn;SE;u*sJ&+<Jf^a+@+cUYnSp-YV4j?4@tgH`VRj!MYr6$nt*@a1Q!2(So8RYm5i3guXH8dF~o3jMvkrYPwsB znOYh&yqNm|ZRljB7NHFER;poH87Pg|$KAa5<#}BcsSDI@OTIOa1XqfP&$>O?BRULn)3BuA`7ePTG%9G5K@Kbk-qpAMVwX;EJ#&2uFSkz9D!yxGxawZQXDAlkP?2}q!79Vk@p-w zSt88(IGn=J5CXZ->5V_sk7VR~3k_nv>f$vBgu+9xLJF1QkMnSBOXOH{xR1!q0g@*b zE-36P=qXvG40H65j?WU-F3A663AA9HhYAv!4NAaSO~ZAoZ9u0kn8`L=x{j2^qF zkV=)8jQofD=v#`vK4>Rt@L~zc!r-e#KGK1APTFkJZ)T5aBQMsb1f9QrcY9M&%{&*v zN^N>j66wAh3-_+M@GuK;7|>|@NZoDSLj?97!iLC2ho!8!->s-K-7hiSExFeQolfA( zZw?L)5;PQKj6LsA*74C!|EFC|Ukw^^BMuvi#Z|H^ierAz!6#I2%B9n`6%kA(c;mj? zw8VXH#Qutjk)eC^&w21cxP6OSvZWA%UD3Z%N$ONBU)_JA)ODou*BJE#m$_ESrtdd< zK+I56lfRD-0SI8|nLr`d@D9W0LzKT6Xx z0R}n69Inh-L!YX*YzycA{OUh`%yjdsD7$mXm7o6Z?7Hn4Bq8_)m=)KMYtO zEITeqcudxzP@@Z33?P`-Q}vcI1eW&|yE`epO#j+~fsg#l_ZrI+`MtfKI*;nGL0Jt3 zJe2a;t^3=JS;i*Am=}fkMWYHD^FiCY`+@t{OaTWSwnmh2vcabhkj1HEqfq-=fOD6@ z&OQ@3j9o1sL>pSH}ogYY_;Dx_)b3>HyTqzE z;9mb?&MIlbKF#vI0Gnd0?iN7C-piHnHKBmFBK}i!&HG%(wX{gWw^moXymtLsgyk37 zyxYq4$RfI>U^+lDWb-i#Y?Row#WTL zyl|S>Ye|?B1c6q;JI5(yPu>X9CwO~jGZY~1h={2Uva6PU(?njk$iv%L^r!}xBCxL zxbh7%9Kre4pl0gz>qz6N2(u?v1>oN}J#|S~ima}V&fy@gq_4M}4IYm#uO6Dc4b3-4 zp1+}V>L}CW9u5!gSy=^F`v-MmICR>K0>4kIhj&@mT6oRhcbndH+X5p@cF*y8o!d!6 zmzJxoicyK1!TGRi|M8`CT$RtR4^OZ)L&(XDmA*9Y;&s|(l@31_W|q?+;wsv1vlrs)p7a$8z2~^Y1*7&)nLMF1y&E)fffPyJ z&aEan`T117ce^gZO?I=F0cV>j>P*tUH*{@>=M+iDcX!-19FXrl%Z&)+MM~`f2PkaY zPqjF96j6rnFCrCqw0UD5oZ%S zf#U!)!ocRKfiie+E_m(yZZr6}=I-=%ckK3XS%dU&bAIMRAS1NiN#Z|NH$*ihLF&pD z%4p+@4GMiq(#ig1Z>s9p5FZh=I7yq9-~{}njHnT6$vSyEh^|93^R_t=ls~FNS~A z@!-7fT>{&^7|JRAqLAZ&U-Cq-XJcy}5B0F8oZ!n`3_p;rt^`tHMbwW;7%9l22?ROJ zNZX^wsJwfHePNuA)=_n(rW1cFw(OxKi}FAgkM>wXVcouJVB&)9vtF-tOxvfQWuLj za6cRG^Sj*tP;FvRsO6oz)8l`jU6BX-dJJj0c!XF25i-TV?Wdy$&wI?}gH;`LxWY1q zA+`xlKkfdxQ?cI4_o)CVeN4bBm7bA-fsp|y95EdQ)T=|#>|bL-&!c&;-6~EwBh8HU zp6f|{uj9b$HWSROoa6=_%ujf#DttPG2cW8rhU_`l%Dnv7J146+ydiaUQEmb zNGm|ek9_?a5S`WsUCg}Nf5rN^ru=lgOr11=r0sTh;j&ZuMh~7;@@2D;SNW)m6-h1G zqnfP0ojwTYysodWhtG|tc2)43L%C`N{DOnqwr8dT<{P&E{?JkS=2Ve7FxW9V`bkT1 zDiFKCnVykR+W#ufC7_7o_5Ggu-Re^36nl|f3j*V-1{+*+hcY&;)!9w@gCnM*h zX`^@M0$P1eC-eZ%umH6`rV>4T%`?&n@HZM%^Gh!qN-8xs8}~pmbWg!>8l7Zn0Mr_? z0W01{bjiU!;%Jsr^!k3%65om}H1wi;c&-#!+8Ed+!iba?3aO4 zV#)|$FMGC}tE?(#VE%+38xL!qcoiF0bB6;YH^SVN{`)cR8LpHW6Ud3c#3z-N2`zM3xa0aNCiNh|lL6&#Kmavhc}9p1~qIk<#)0;o+dHQgR<)`rrWi=a+b2 z?|EA|L%b8&d33UTayUMs#y1Q+?H8KvXWsd7Z&f@TJmYI+-Mo95*mMeDGw1iJ)rQPl zvi4Ll6_?#R&=C(Z!eKre4+mh_2BdKR$HwB0ku}xRFgC1cJ)eIrE-rt z-9NHM3Cx$Kf=?BDfGV$c7(5Olzjdl-Dvgv4ARRR0d>JtyX9T&#U z!90ket|HU^8YGYnsACsqGxx9~nF7xJi`;&+wMjE3TnCX)&^H0NDd+`oYXsb{uAUqm z;6c`WO^BmgU0ROAW!?6Ns}?)EH~WY8;!)1pB;llC<@#BuK-?WE;tcfBGw;N+ ze(?b(FL^^q0Fp%c$!Ych=17Q+0ta>jcRPI@{PFbShe1_-v>;uA3EN%s+!>8-J;Ixn3{sxO+ViocjFN zP*#KMRhQ?iWjMVe_aD&WE2QBg5b}9fgA*WaBu63e!#N;IWFeDESTa+dPUDZs2?}JA zD8V5iUCJnD7EtK?>@-yp&o6Vk67cJyrRnL+u^9t)yeD7UtM~okKv+sL2j5V3?Hdr7 zNH!-%8-mM%yJoZq-WGoHsPbdSkFO?EGaDS~o8fv0v=f~`R8kr)h(7FClO{W>fu+mW zm~=qPf#GAW2NhL@cz@NYd?rjK-p++wC1ug4wz6e3&BH*GwvN`d#bmZxkGbD=^;wAH zA2sZ^8464R>@s0EC2?c2A^vBd}VK@PDOg(q}U$pvUb|2=c%4KN3fcDn09Sh(G`WA z`{q4-${eF`^WbR=f}JoaJ}wXm-3P%w(7YGmjBc=-^gQk$z1J!uw0i)GHCv836vwAn z$>Ri|Zod&YW2p`q$;z8mfjY>b(5-NTKffF_UOh|*{>r&mi@ihsz5$#WWzC6C`Mh3K?AD>g0 zW`&yG&1T%KDlbHv?8rf;ZC-qBcaYq2c%g<1ONc#^GqHGssxx{?+RCv7pVfsrAJ1gW zJQypTijkvRvVF_;6P9f#;u1vwPO2TfyXVJBNjp$BtF+7+60x5 z94Dx-LVq;A8)dq^Tp3aG3pKr++-{O+`sO?blXICnqacGIBaq)#kp4DN91g14gnm$N zP{>p-+(FPoiaL=ysT zR+!rEdgwZ?ms~}2)m{-u8}vLI6qIwE(X}hliHI=ED)r6tHjbn(9p5ysrB3J#hpvG0 z@^dWNWU*|V7GB~vH93t_g$D$?07Mo-qZ%#^3Q7E?>Xi2UfFnf$$5;Wj>DgI;STX!# z(~`c7f?jkozUSl0iiL%Wd2)9n*Wl6evU!UMmG5Rw3jitbZaZhd?9R_uV+XpqO$r-l zm2#}+o_D-rddH>qz<@t)fLt zOsjNxmYcKpRI(e7f$fE%NF3U^4y7DTJx%R_*~=Na5C1*{S&n_a$UKTpl27}%aAQ5w~7 zhu^JR@=Yn0tD47B{f3PT*==39OZD&<$4P~ zPMTFtQ*4Bv7eyd_%#561pH&(Dim48R@e{5}zTk_)jk8@LKI^y=X5TDeps=#EajM6} z7HB26l4Tv}`=iO@X@TssSUPPLM{M}-9E*J;5KD?>#Ku!>J35Xi{_^$6MUm3Mcs{Ay z)KmoTq|U_pWx=j^u4T6wGcilVw&dT6a;hW(HS)%xN*KZ2vUK4rrGVAUI)G(*exd;j!3q}hwfq}f z9USlZp8YDC`SvAWRT`>&2)j9LR0jU8q_LSy_S%k{t4}KM>I5i6_viPg!S*0rYFmKS zI`6-&H$Ni@)rk7xvCo@49P`iPQ9ESGA)Ee2PFZ4sFGJa3*Hs_L5&T2_f;O&>$Ny$k zQH(yi?>{N;-)t3jRbyb$NfrLnHpMDa*IuCMWcc+MJgZb(pvqyk!D}7|pJ+%W(Bb~9 zMw%nif{L}-XbaMZ0lfhgq+T5qkpeH=o~5OZjt+ZtV{>x=Cf6HK?94QH&O4M8zFt{( z(qASK;pbbA0c1Ysw?0tkCN;YWA=R9AmSyuFz#5@}Q1sCdFx+nS$B+;PpH16*Q8fAC ztzHC3@7OdcTBOMIDgeqN^P=a%?euvYKBxxB*KFEvl`wriwe2~FUNcJ!iJz<@JMutF z-CeAl&j;?`wfIAp=|wy%(DT!|Ck@7WgDWfQVh1a|OphXqmR!FZ@xDoMdi4bUV5R@v z*m)qqJc2G0sx#ZQKO8#fzLB%v=q!~F=;k>~D$)M_{=ThOKu!0v8Fc^N1Tgb-k}$y3 zOE8nGbnD_bQE_6`09{8r$%-V5~y9j>DM;h2wQILOFv?z&34#^cKv-Tg~%(q;lrc2K60C6{< zg;Y(BFvvl{C`|WTUcss!LC7@I*90C|1A$g(52>x%5RHTXKwPmD?~AYswks8hV?OU% zvGH)}klnzMh-{?$_r{2=M%`k(?)EafDbIN)X0yPBYp0pN(0I@V4{GuOQPK{@`4(cE zLo$iAKV$KA1nB!-`Qba8U>jR1o03?fGlS|fE@e9W0kL)|QA?G&)Dz~%Bg4m(D@us- zYV|?)W)an^VXrD|RoG8Q*raDm&M&FEd3^lWB3^7ID~x~flR`Qyko41eeUD>~*(N?_ zEnc0CW1`BI55B4lg|HABS#Qo|12@b->#J-)<=8f`t}#x$SzRbt}|n*YdBVK30xcO;IWgRNMb z9Q!&?-`xcnq{B^`&-a>AHcv+GZ$@I8k>x7%a%RFkpdgdPXHr0~h4=#08q_#y)Y6Eu z+g*$g?>}l?Z-Uh2MiJA5sw7V&l?^5&2Xko&jlTm90l)GXtFq>okvvJ@Ijxw?GpLn< z+xF>UOkd6IOwC-QXG~@al&-qhY3jcYmnvi19-spmQs9`ANbzJSmrTTk)78d7=cdWX zX0P>3ezfWHNnLHcw#%CT;eiP!4GM_>n%Y3%?mBKjMJbWFIovptx#^SSddx?*@3c6~ zQc}P%g`fFqQK)RzC=cG~NdOp7U4cgaw{Ssqn?q@El+i{sB`V3jOmd5@cE$%zb4y<% z+EwSEekU6}ah(7@j8#CVg>oN&ybJUl7xUo9bno2U1bDlUlFc@-!F49s6o0blJ6K?z z#6ad27S88iC=a>9*bp64^k-)-wib2JnD1DWyhjk#$DjiiOM?%r!w51$I(tsr z68PW9-@-t7pxX^ks18fo91LA?<`K>>!qHE+LfC0hNY=qvU6Ia{dOS;AtUtB%CJK0p z`qnH3eeZU(**8Da3r%2u&t!$#a?N^;NQvLZV9M@y^6x!BW;TtBek7&iDN7rZa}pJ( zOTXF^av?0+qjZ`A`g9p`xs58c%KQ(W!AjI|%%IA~@}}Z+oV-K{>8MXv9XeC6U4}@e zk2N)pNSeoWuD{V38Z_oPcd`_Y9lE`K>e70<*ui}lAf@nv=&o}=_V)L&DB^eWzXi}1TgaGGSrFP(n zI68kBpycT7ic`ucrq9pMdOPWTbGF%Uf1uuuiK773F?EjQ;540#+I;RrCPr2H3;p@KJIc zEY5S+q9|&*`z?XIIFi0=|LbsQ{s=~~P}<**zN8qKB+Un{R8{i$F^MA81h-#J)ElJp zQYnvG)}3rjR)u%cWneNq-$+Y{N&J)kEx%@UxU&j4;V|m?TqPu=F2bsMscVkHdW3VW zf!EW=7O)?{;23Dl@6VRFNkPo(VcpB*QH63}SgJrTM=eF8>t|4>z&8qPmbqULVk?== zezQ@1G7+1m72dIUbX3QqOyv`-vBQ=1Ykd-!SZnfOV%8id8Xnn6(yI1IyeayyvbhIL zfo6p#rvWSn3bpOugs7@SyR=?fqpAZ4IKE2E(U3eO2#P99J!=6}dkzv##9XXqXTskL z$XN?L7XTL#OeHyjLY4qz7F#=s1saXk3sf{RZswE zo~9-`z7ImGk5ks*txc$GD&JWN5I;f!lM1m^d6UA*#&3&*(EPLgTKgkiv+Mt~0LE0@ z>|56++$~1DSZ2xUg{!(MPx4y4Nk9skJgqBI;AMJc&4W>BKvTlM`0g8B%MTQ2W0AS( zFBRoZv?;8>6*p*aECLwgu2;TX^4*UFEAZNzdIlc>DA@D+$on7{aVZl%G>v%GSfy=t z!{*Mg%-%dSi^jv$6&9)$xtq90~MGM0xaeOdgVc<%&(~dh{eUp)O)dhW#nb~Yh zCFQKgv}+Gisk=i|CQFK`$c^66jYJ9Cs56QzdV7`aLjw*LPp2ri(@>ABf#36m$o+ak zPv_CTk%@I=yD0g3OE(3QIS8n#$099!Ls7 zWRLPQP?Vf6ova45>PMJig;4aR2hnD7ffjR~vS3@K5_UXn_bUDJ5zc8A0iq+{!vsWD zzn*BXjEXP-?4^V5LT$~^@3r2puHfKbbGf&G6z8u?MTJy(2lKLS6&Onx8Txz-A7r*Y z)WKX}M)ygW%mH;!Lp*&fNaXz@^nJya*9*=$aS6hoXo)0~>JST6v@iDzvpSp_-07vx zd=v(5-V{N0WiR_(UXzoHA{dwnS;)i4i&e)JIN=l>l$Fd{sj_5ttTX!S-BV=beji%* zWjO`~56r3(Ohktp8=Tn2N7r_KdhXhaf@_PZ#bgeKCHRE(R)%1QCESO;QA+i68ts!p zc*3{~4sFH(7wGhXtBv(v7aJUHzCl5I&2&$S0Lrqq>flg#;peTZ^Ky4vjTS2UeS=~t8D2>I>7ti`O-4&poMXh?6@ zT&J?gzyV?7!@1OQo2p};iu)OuY9EL%Cyl6$#0mg3gpbK>x2ZucxHlzI*j<)+RN;fFTJ=vz; zOeo;?mq@zK#JO?0mAB~+Z#TEMRk_cpiZr80yuC_+zIkOt>UL+ZrO7R!&WJa4EK@Os zRdKw2d&uRc$K}6jyR);iH+Kyyucked{fHBewDfH-;$1{0W!V@9(<6i zmzQ-5d!djj0K6Q-CcAEZ{gd^V^xcI841jCyExVJ+>GNh7&(5{_le$e=+T~Hr01CyP zq;gUgT6m>y#jFS^pdm{wJU;f&0tdLZl6C|i_4fiJ!qf6Evz?tqb@b_Lzr_q+&e@}9 zT;sy%imfV@@WX#nTfF)%C`;5~I@g#KD@0A4RT^b(BS6*zdk7j*DK5M%_h1wNU>mW( zmqN^X8t0^`usya=Nv9lcau#0fq|_ zRMAlBCed4T@CoT%)53l4{Z;U#>HSLn&0$64`9k3K>B9Z(g2k##J5f#;bH_sz>4xM3 znze9ep_8$ia;t@JsiO+2Mg-!jT97HBjt4LbTnJq0!{t|!xw3@(uTI{BS`vJ@Ix`^| zPy)G)NgWKpGWUb>$BlD|eLG#dJk}oE>_1+K!NmBrh|mX*y(>AsKWV$QVIPU7!x*)2 zk$T}cDzrf8*V;kt`0C$jdLh5pBPZGRjtLNl|_vvfyb!#I3!%zyE zlpY-FIC+8rF}ep)xyQbF>Rx3A=`KQ;@JAg!y5JlwmDt5h8t|xr!ke$@WG~xG;dP%< zIv#e^wB?m-+k2ieb-Mew`5ppdN+H#lx*?RKw|ACxsWX>NmDam=?-m2~c_@c3vqcgp zQOY5Y#`XdC&E#B@Z)R16FUo|os@GR`jf0P^sGlNj)4vP^D6gqr|8|Yzq^5GIcm_h= z;SR201F@p_|D0UAA0$^%eMABaD>%Pe9#!Btpl+w9FrIqpH2z05eeHO9XF!7z;7SyY z5`eQ>B_yOJBqVmP&u-5b+I+9QT=$ljcP=+K@9yGYbh57VbE2X?N2}xP`BG;c5{ZW1 z&Ngt9=XwqMgR+-Bvo5EB_ZOqRBYDzHKuGF+LX${T+RLW>&O1!-2bVkhW*u+8^SEDm zOmG(VlGnuYU|asRBf|*`{i~a!pB&ef+@F|i zmRZ_CtLo|=PpU%NHR>on&6t|;!LZ< zEiWJI!F}6DZCE{(pswCDx3`2|IYu3i+D1@N9bd8;(iCNtj>|M`AU%ml_OA(LkAQ%ii$e<- zRP4vnPcMT%lZcTO;1TJF@Ft|4Am|`=+@}1R4k=6JEGbTHWwP`YW{eA1Sa1{`-_#}` zgOm9-mT-YE>96QJ|2PvWrwZ(Scp6&^9gzmc25M#F3@78P48&((w_GP`o7Vj|UChK) zXeC;uFX$Pv#NuSo2M;v@*_A&kFCkYOQ#uS6K_(Q6IYO!cIQBI#B>m&5O7Tg724lpj zC&lUp94;`Y)lif|(_LFR7w8}Y9~A#;t<-8*`g-7zBLTJA7qbG#lr>u) zwje=kqG0?2c&a|r66sQ~Pvn}Q6l3|j`;Hj>@vSD6=dA7TF8#s~KRFHlMoo>*D>1SnMXv&WPsNirc4W`8>j?Cb+p z;pYTI3dn}w&A5^K7Sr32FE1BId)Mk%qMaN#3y@BR5=oR*^|j#>qtmRT$aTAo6c#q>&%_EA<_8m$u0h7PH-Vgk|l#+H#hYO$V!C( zRveNF{t4_=3@U|D(~b@L!df5Rik|h5P>5v@%hC)-U*z`f zjiuE_8RQ^NAWr+|kHJsyuN03!qH7F);|}>y+8|fdD?KdkTeru*)h+++C-hbqOgjn} zpi_Px1m;5+5_)wsucW*WwEybN8{~;e4yfiaFfyHA2eL&J^(r`(jf=r2H{Wr*0x`!j zFfr}#lA_TVj7?1U%?#RM4-rXqGQ#UJh(bwO(Co4FL3$ zaP)+uu)q6V@j{#-CqUK$<7p{z#tC07nzcDS*-^0vhIZuab^|lId8S5PnybEy7SLEZ z`Ah+Tu9=gQqhd1-9eEG7(j=F&oP~6AY=UFnf={l)+e!C=-$@UmFnRv*TFAoB*q@|)$={w+b8ly3A`)Fm%dKBG;l)`J!$SoYS;rw1Ci=$ur+A42y% zoD8QC7HLjtwb(wh_9a|X>vF8sPRay|DfJvgAcC+Ef!1lq)G;}NGNfg!TZm253-@o6 zTqRl() zZdKoS>JI4W2oBTVMB?QAZ6v~r*vyj!!!uyeaN)p|C6 z``Ss9y3j3g@$kNHb8PpuLwDg_B{EA~)m{asUK=74`BYnIHl* zY(<`<>ji$FT36Wj{vZ!3^#Bl;rfLh3>2Z=~B(!m(Qd2_~+pz}92ZLV`$STojfn2La zNltDKof5(L@#9LTel6DtjPpM{-*A@D(Y)8BmY>1;&N-o^DgW)$VkA@V9W#3I-i6ZH z$}hNJjnU)$_*@*W-rF9*QDSJIV>RCAC2Tl^8SJ(P$_U-gWvDbg$$9Vf|Iu{b@l^i* z8$V{=pPT9bD#Tuy|34GJuhc7dcK>3R$QN0DcrLKO6(OCJs;<1pLleMi9AzH$ugaV zb`bKlj};;R7I`G{2xjxgf!trh&wCu|H-g9iT-YF4-DmJyVTG=JAz41oZ6I?(S}djgzj+XWe^k#ue9l z?OzHko)M=2$Zo~Xd*6G{7ycbuVn;V{B-@b7ozAT(?;6CGfI;g!d&+OCXdm2TGdYW` zi;}uDcc4dfYKxyLvbc_zS|xILq?i1PlhyP$>-8 z(l=|-0_jvS{CQvUm92=xC!;;cUj1u^GnG|o)wl-c?$zY$Z)Fa!J8uQQ<{gFk_odDM zvT0Kxx_x5ze=vS}v>U8^D~#@@;AfW7Y{rl8-1FLN(L~<@Zv=^dFI;z?rXRICJnhf+6;q>F(vT>pefvABM2=3XQKH4wOk`Kw3i|t$smWu6dy!H z2L!yJsbuSN22$IqT^0)n|{vt z&x!Sgg@1oEE}^8cEz^PnN4ZRGdC@7hf5-SGG(Dcz1iq%Tu=%%XEYO;O7YH$fT~|LO z3&BxyeAlU@ytV0z@8jAn@E`B#opfsPTC^6pdS^rHzQwdWDVW!2ruue+zE1RSOZ)b1Ug&_25+vgLZi6#h(#L=Wl-^{eaht;K@cSjFzn3Q|N^uU09`yr6MFD`Bqp$ejGTwHA_ z&Q$S5?g2IQv^)_$TWu;?{Q`CLPoF+EYa_>~67!()sU<==J?z zm3ia3#bV=%BaJhku&5xPkYmTXZX2^nQOPdZ{2}@LG}CryilV{ck*+2yp3Pr8AG-H^ zlQHZT%1gmOjTwD(czLiJ5vs~g3Z(%R_`_b4GDYf!jPF6wrOjTV)`W(@J{5zP|5F5P z0y?bwo*;A1Z5G`*kN&A)(};dq_!Vf^(X#b$C=wIBzoP>Gh5dwb@3u4#d@ALH#<^P{ z%yMoxo5~xl0v2xFLSXRTbP1Jjd)3rHEv4W+r>GJR49_uRyx`epfKV@%QswnvN8gR& zj)kKzc8)HNCHLZKB;Boo1wMR`(Bia^4}M6Hb7lW8T$gTorIRokXbmJpPGdCZ)tc$U3nigMt%#Qu=p!`s5uHm&}r(nR`Kry*+s9H;V>U)s)h*1W$D(Tyga50Ise8Yl!u#Xer^fcq@ZBCK`OBqv zCfIn`eYIr@=&+hDwS!m7g|y{lBmQjq-r`{vcWzW!D#Zsw$wyH^3Y?JuCcz2!WA zfO|xHe^}C3=_oOtk8SRNjPn3}8yy{uAeg{fV3c;;Nqukoe-@bL2-H9JkOz{Gh18mg zw=$Mn8$6F~O zvwc$QWA3B)3L~L1EgwFr6-3s);~=$;vyrJe?H4^QFzTC2qkC0Qr^S`~+&cEJcq9LP zFgLqF6+8aN$I3?c^%(x;09jS2e0ffcI~oo7sMzs-PT$1RtLDZWwY&Ms3w+i~>2%+n zu~2Oc%md3I1(Nbkbhwpx^Lg)Q!@R)A%g)nJ3&(54mxCxRX@m0AwO+rlt>a`)#rFh_ z;s;sKbV{booWOo|QUU*$hOeq4{9`pK=peW_m_qw`c%hBZb74}uaDW*Dol5E@ml+pWN!7rFKiN%ajmuCS(9Gp z<*)9Gr(G9m8bt-gIQRCVqKm=kLx32!{xGl939Uv}v?P7C14CfKa3VCcf5#__3dGxb z?Xj2TBY<1noFI{V6|})blMLKU7MaRkzH4;)VXf}SV1XJMMjutOe9c~9zhe_N8#$uK zvn?1Z!w}c(m7dO6aJcwoP!5(UJ)o$m70Y{vgz-(kX*H<{o_5NoJ=!fUDgwC0Y)Y=G z;P@>ep)Q`9sjW$mz<_`<%s+M8jqAJH8RvVhwwAJ4atROxP*81CWRYTCY<6)pp_wJ)gJSBU;Sjii& z`2_Vw@#Om<>O#-vGh+&)zpuTX>0K4Sb>a?|U-YLr`_>j;arvv`)6rxw1?Wl3RN)AT z(f6IkLa<_PV6&-(=w^4iRmr;uveo`?`7h&5h1JM0P!aHx@k*^Z2_WKTW zSA47zq0-i-RR|ouO@x9_&$mX9?f-eGp2t~qq@G}OVrEhA&oxqv##x>J048)`(fzdZ z)zQCBz_~!jN6CjF8W;D>Xhi-SYZiC(lzDAcVEf>1)?}F6?F`|uA&(&?8v7W10=yqj z1^UQqGGpNgoo6wt6vX)T5hj)C9fzM0y;yb8CZOcf7tAIW3PxEZo$gtDRjF{bVmc{n zQ!iL!U_cf8QP!C8%V`BEE1fiyo5~A@l45ry%>iW%5+{RT<#KhrFMONlwww{ROh$LH zD{_|oUZF7%;vbjoY;D~L>Tu6n4>cAx8vkn--CZ@?UOO@}%;6dyzPfDp#06OFnZi-; zbh+GF9c_Tj&0xDbC!Y1rn%3WcYAAfYywNz5#=nxOZ8-1NL742^l^8_>G!ZVUrEjT# z2IdJ*%UpS=*K_G)j5G|~NNoSlM|)a4YVrweln^vTT(=L`P~6X`N64p1Cz|$gNbbLP z=Nx$bc)5eoD;S4}eUr~?yOt;b@Wa$)-Ecxa9=E}r+5afSEMU)8$t z&9`A!FOgHIA2*bT2@0&SLV8S9w_^AUwLH& zP}`Y>?U!J(!fB*X?U1czEnUauUM+@|A0(@I1Wd0lh*|zf{cQ0f>2fpe558A5%l`Uv zpBrH)tPb~qcac-WgQ~csWxqCx(m|OPU8XUK?x8H>83VYTjZR#5*lM4P`ssG`Ay=SH z7|8FnVEB1oTo$@%TSd>Fh8wI-YAwf&`kQ`Kh(smb;=$VUu2y}_4(|rhl+WxMPnyD4_UPFXXX5GV~2E{ z;0}yq+-W+j@m0+f38`*dms{}2^*NVLtQ`X=-vVLe4s;9G07tS!UiJ*iV#rT@jyr-+ za z(oEYTXx%yOLBwjt#fA@X=9`Lo03MZn>AxOoQps8vSb6JfeLJ5zdxW z#pB^J24n6@US;wnHS${rdCUyhuSbzc^S)QS$?+g!bs*Br%*;rL4A6+{Uv*#hBmt)2 zu;pi@oWZr(r_td6v4e6v{76g&RU_T*p4U)?!OTEmqp$DY2)!+20HIGfQjEC_s$8sX6sCE2NJx6vgoMye~vmj8*Ml|8Gjrop0I>LI&%MMskNxq6zMIJ z{wk0F!ToJsmos*OBT;FiXu2;Q&#WUo@zg?P&!DpiF0a2g+aG{UXWQx!Fre$Xr@89c zUZD?-;~Y6oGkS@(3*#qkOYrKT-uQ)|1nLOT(n$t)_22r#>h)tdu|}MJrT^~*Sb-9C zMJpNPJ~SV~h)<>#7C9whl`RT;H}$rwBvLl~4hM(6A_I|*nJ=Wk2ME&yUI$U}B9xi%RRercMM@N&1=JZH1exS)@Fhp0M* zEnKAtR&&ybN|kp)|HscjVIxZg`=>t9%9%4-<7c0N@o{6mWk@-ToVF1lSSpYR*`^n* zCQ#cYu=L>T$3#+ocw8mYgYIh;zT$YZGuEOqt4I49Rs9dRw#JL2&Q*3JE4(bb20fFh zVabAT2>~b2JCER__{S_1pf6^PmVCYf2_NYW2;G8QEHAXjgJfyxA#W-J&;oO>E2j=Bd>L+$nWj!a>mho z6ME=BM7%!!fhb4~g7V)KR_um;iC-Z6>qkUQ;GE~!w;^U9nVM*5-202lImQL>xgg1yy&6houb+ep^ir#Dr4fIn;mr%h;>R3 zgL>qeN8XpaS*cR!xyk@XafuLCosUOW2X}EbIBv!yEpUtJ9US0<7o+cKy;7uzWyd`p z|B7f%H=v8bd$6UhIY?)WC&W`UeSPh3N2C4jpW|I4G*E&u+YC1-bNf5)-kpU29%P}W zz_dH+HnAC`Hgfe!ojYfx6RV!?rq|TXKUmr$+)Lmy?J;|Ze;P#wEQr%CSpvRhIY#52 z^7-$fK#;XYI*FF{&%^V_>{KAB*AIZAyOJs40bt?-=nr*K2ZOcd2Fy%-j`-~ClC;Vy zn6Nlickt7OX<$Qd#-6BPT)WtzXeqvK&$?HPn=}fw}G6N$g!vVl^7{7fWjs!$L=&##ogC7EhrbpwOZkUU!Zo?2!OVb ztx%CsQ4%;+HMQ*kt7$4g)_nSOx99wH^-omYlrv`7h1^~%A8IpoaIriZ(e*W@z*mAw zLqmlL>mz$x7>~hB1|eLDTY*TIKxTBLQQ zxFzt2CAHVyqNe~AG$%GT;m`zUofqG4QN?cm)SGi@x&AMQI0MMn-{i->^c=(&b6))2 zJ+r-Ru?zXmllOHv^T^j zARD3p-_rBRuxoK~T2*xBo)BEVbFF!3iSr>y*1nIa~&^K>HvnjdOo zmuo&XFQ)u{_xO+=^;I#$(h*;poJ5-xuW7qQtb8*WXnivqFoAx);nAwV?lY`5;#lBc zmOLBR0bG2R{Bk(``Jdra?YuE?i<&E1)APIkjEi zmwab=mn-6)`}ZnpJL9p#->jSdud%zQM&mxiheu3r?FM`O+AO4Dg;^A&f_n&avmBBp zFSco*TF5% zo|;gTBZ@VO{yt^yA~Xmr9X}m}oiCj30{+M`LrD&NHWB?uL7EbDv}clHW*vPx`}BNn zoG%*a);P5_7xHoImQbd@=rs0>YuYJiXG=#Ga0((FDksptn_U z_k%hAV!%d<=rf%Igc=dpv}fCcm&boL|1N)`HM3r5jlxz9ME~o))P)|qYMidxvtKOp zM9z~HSHD?=2ZbdTSUtE4JoMkib)Icbh0X6QTmbNt#k0PtXF~6JK`C|b4`*B&UmKHv z0%fCd#q{v`T0)MD(?n*Xo5J=JRQ6+Jj+vQeb25t&ICK-2`>S1DLxTxe=G|?5TRqc; zZ1Ngpw-tYAIZbTH#;bO``fQ*D^_B;YEb?~;{T7+zk(th+EmLb~6c(sk0~)cfC-U)? zdE}i${8=H7w0L#&lP5jeD(M}?Au|I+w|7K1C9!!(;&JQ8-sROA0!BuAg{Gcpp@0Z( zbvB2J3R0kfqfq<&;&bU4j(;4(PbTGSd1+#J8Is~ni&V@7?eYDob8e4*hQ2KK#VE^3 z@P*9M_r2<9O|RB1oQeyzNb|jY+*OxWTLm+i{$2E+;{(&1KF*dCx+*)8a9E~CJM~ce z+p|s=9=IH18@}leORTk| zt0$*+)xNW3ef&DmobPa*x~MV*l)SI)c_Vuu_kPW0ocl8ou1czkj|y&W>s@1i+^jT| z&5_eJzP+X2R@PRkfw>SqawoK}PWsab*W1lL2 z_gUxr7j+V0Iu&$L+F5qAO7a@)W;6JQRPNCa+Iqwt(VmoQP5by@#Jhu|>^(m%ef820F=Fn;?a-(U^yJi=e_06Wd zL?eq2Y0qhocmVCx_T;x~^a?3@SyCClI%N~BW-IY@L6r`>F>{aw_?5}Tw4;Sn<6y-f zvs`DyrlT}b>`{j zpP>ISDTKDY8ll4#kqWIeo@0-hF1L9uh)*xphg3$8jvTI?-XqqGLOrj50%U=xB}>%q ze1}j1G(W8E39hpUQJ%TI7QrYSm=|nZWNyn6h|Yw23w{nxF(+CiiO-}Z5v21qxGJmslxjSZ8Cn4*^Vdqp6z~Vv#(Cyk;|GJ6=>fvGX z#Yj}s7|}vw?^f;#lEnPTLK&y#`q&d)IRMDhJ6b(?Uh49pkn1?e} zP4ILq5Y8WzG3M8}Mvf>vOdOeS9VM5h0>fE9l9jsTU{JE_??MMqIei%)y~lG|*iHUb zVY~SD20Mz5!m*Nqit61*mW*Wfwj2u)LAtl4FG3}%&+5*GE}?1hF{NKZOl1vZ#1=bq zCx;x`)_s>kW5174@`kCeJr@dTV@?F4k_Dp*oLD^^t+{SzN(rDFq|#SyDy(bv8@&Cr z6YU=;-mnvM)(1l;;j(rNq^4TYR_-CrYoOs-dS>A@;txa%(E=N2!-|391xf5QnzI9{ zBf>X~j}zdrXk~DdbaQr~s3mAAr{k>OMmknX*V6EZw^U^spBqQ%*t+{k$GsOmWJh3Y zI|UO4=71|AilhlLC9P3w&CQ>O)4t0fiWq6*=62%P@5JPHvmKwH0tv12*$|H=KK%*C z-jm22`NUDLcb7J==ZYiM0y9E#P=Ei!4~kI)59dF27tns6T z4nwF>N1=Di?y0)#g8X+I#D}j?${%>{I)9M>Ncc1{zw`;7h|GC-mkkeS^@^JX>Y*#A zKvZs-usQ0YbUs~tQF&o^A5HTJI|;G_7jWO|7}9euq|szOjx+6JZ<_p)o_wbCFrqtL zT0z0mHGdo^X50u+j_={%o1&Vd>f*b8Q3xJtss~1)4BJ2>G+vFBC`Jq81tjb8!ntIN0Vm>F&Pk8TDe zKxST5iScVljTLDq0nRU1C;t&U_U9Urkp+#*lXz->b64ciafxoDKLnaRyJUn+G-}Y|I)M-S%ElV zI31x7`p?^J$Q%k@otugOf!y+3q}bhYb=Do_Wex>xTyp9B<{qN>b$~_E?k=);M97?d zs)eS;rxCXiJp&u~4}h_uK<@25D;bMsapwmjYcHt2dk=C7;{Ho&3z7w~dzHPMeNoNI z7S;7c-fQi&Ys{n5sxJmBmG(L*;dZgr6@kQ;&0ZC|i&xL@hxA}uG>-MU51FQ;_k-)K zRVYDInan&GmPDH(265S+VU&F=1@3JmlKMZscB%XXE`oqi68i?%8fPQCdt)bK(1mXXA@G?jCc^}vd(utJlMF7k!=>>B*@`;V?<3VysZ z%GqO51{6IV{U@1X4KNd~(@Pf zJ{cx1_e~9fy3)$GT~taPl~gPa=;}#u3;}^ewOn(#uT^v332li7&zmNS)e~8y`ZxvL zz-8{7dcvA0`~ej$h(CMU$lxpE_jhSs8^1++VrUfRv3BTK(NB+m{5cpeGkl>~ht&S7 zOefu3Q&sNH4Ii->RP<*qyyt=s99~R-I4pN4J$?uTA)!une(A-2W|e`hT=7mqEFPf# zo3uuAZ4JZ^i0+v*namRDf2Z%VtpZc@+r9`p8_hZ)`<^XnNe!4IYs&`qftIs&Kv>=E zeO>>*vLbzbh_=B?z#-ggKne1;w8K!E!U(sS*l%F`K<{*sj$7^h4F{`2Ok^?3x+!~h zQ!U0LJ%BLGP%33yc;aa$L8!6~JqZ=JL#A`;Rv{ z0YpuMuoQw&+lhzfto?>pi?ZcfMfM)tkOh7BQaZ;dEJN#Nk>reS%{D+Q#)VhHgTEC@rE}mC;c?tudW4-S015!~Rd^|c_;2;H*?>QqG<)SZzf=GY zPB>kZ*Fl7I@Szbhr*nTm6jQ(EpvmE1V+5O?oZavk?@@b(kJHGjM(%hCm!9>?Ka+~nS&8bFS*RYadW3W3$ zpRS&GzZ$dGS?-?FAXWwA%F^{MA_1P8>PeWvb4*Zs;pvfj$|p#IPb*BQ^zlvS99K<9 zfbuQJZ@@5w{oi6B&{_pny0rrw^qkvBp;Y}NXWvE?`TC73R!=n%n9!o9OgX>^GPivM zj8~KLTa$TyMW6ezdJn@oZ-9(|HxhzDh|>F`kNKmbcfv-?bSXgG8 z6?GW(wOb86**=Y8PcVM|edujXJzB=RS^2L9(4EYIbD`~y^OBE2!(lCZpJ+Hikhn*E zGl=$`_D6{geeJK?A06KRsRibx5x1yRG8utb%d-b!6(!`6EwgGs-h5oL>#TAsxZQyM zW(T&X9e=ZeO^B8@Ax6+LlZw~w1E;Yjk}ts{jWEHVz)bPkO}4u9I}zsf4pDuwFJ{|< zkkJyPHbV2|zJpMu+Er3dP>ILs{*b+PdmnRY}aB@07wRrg$Vz0X3b?J5G%v(55<^*Rgc^L(n!S)((55V@oH<#OUO%#olSi4d;X=;^9l^JK#)Vt@2jkq)_ zfj*l~Y#&&Wm&TT3F7#u+f4@2+rfA{QXyTjuRh=?xi5UVBQw?M5RBc9 zj!soN3K4o~g20hNV|h%<0H2*OKx*4+PmlMh9)svOpHD0{xpR6kz<+8fitc|n;!z6= zaOY$KA&Zy=ioiLkYd(^z1=sPTQsz{ajvB%oQ^2~j~D1_rLJyE9#Tc6?T$elUBvVyoI3eL3tu z(#BE2fB)19W489=uI=$hl5Nz<8n73b^teI2FvO(*R4&lO+ZWt*CApri*7MDt(Bo8q z^)ZMYo5`Z^^)XCXIKRB!;*0NZy1J=Nd9y<8KYsPEB-c;F9UW>sXHrwIVuvnzy0}o! zOgEZY1hZ$SHO}@vUD!!+Gv4A&h9eM@5%Q@(#A!vqc%T6TZ#%RQodvwxK*V#)%nY%5 zUN1*vc>yysx}Mk*p&os@-J*1Tc&EiZPj=g{&xOo^eDUdz`l>2}R<6@yv+3OfUF;~( zcRK$*s?fB4t_Fv(5Ec4+9Elj0g$c81+J{G><#KjBCplL8HYPouC2MX>1xiq5VA(+! zgz`>-ocklCKa?>#415`9vi4djL~LvgAO!H89Ag-gB?Hb~eC%RRsfyyZaWbA1B_M zC+)~e$w|phrJ7#DW0uwwSC@mTUf!7L&pKt|DK0cKQt3LGv+8MW%r)oWpqIUW6xt?2HzRX}~rn%`zYMR9@pv{M`84n1(1e>1^Z zJv96q$@R}bO{>u{r9(8C6_RNRgY5k+snRdYMr|f;K6poxdxsX37$3`Xocmb>aQU8;IUFU~ z{q7MS27|Y$;k;) zUIdv$$VXxRgpdN^hcOsCN~-^?f;J8p5d424HKe{?TOGKj9aQ+zP!#1i&HkeyuiFy0 z{}8G1Ti_MWU74K$;@f7Wd>*Sh0^D2(&CrwvsPcSm$ph3jZB)x_?|T!Nq2N}#ye^j) z^bQuF9EuIn#$Q~O>^d&gIJu5%La<~O6%>fE4U$u@YUw}ykk;g#t#_yV4UzWk9L zl!LGrdOs5v8>;Kxul#1*s^a|n?<8z|_n=Ao+-4U@JV%I3I}X`>4;Bzi4S5&+9lCj{ zE@;;>^gxR0MM=G-@-+~6nc%g0+69OCEEqgW7aM7~uzTS=-3^rJ8H|@rZ4Ht9=c`at zwPt37SCYEe%tyCrVgSSJ?F_XM6*ZMkUvl|qn5cspg6Z~L1?JZO*n+nRUg4zS!p_c4 zv5~_sj#Iq17?XUtGj#bCqR&?~E>?wHE0U6u-0Li-R+e702kt;%_OM_DU5 zl`xxv1b_q5Ad@m;o`re3qK{I0N5DTnu`621yQg_@>y}An+ro#7Q@cflMi-+R7hj%< zsWEf!@{~iPHY=ixKbzF05GW^`(lTun>Te1^F}TnCol1b(NNlxcQh862zu8O%tyM0k zp!-G`!NsYE#{kpr(7woqfWEXPK4Q78gH_Cpl3tVLEeD1H=RCp5EAsoV0lSxMjY98c zfXojrH%Ilby^V7Kc@He5?igPl&j*JG@4R>iyx7!uF`ZeOHx*?V&IG$`3;^jZV1I=OsQ2P0%g&V2Ktm3{yN&tNE-tY^ESFyLhg+{M?JER{B z@8f>`s99Xv!hNh6pE{SkVX^`0ldA`nxaT!zdsjREu0#$t=CiaF1lwpe6nCXMnG0$h zQ2KqPlF)|ygAbHKe^prw1EDlkNqT|L9*`r4CFTK^f^WWj|6G2GF$*XF>*0Dl`RBELM7$hq}nxxSsYU3|Tpn!{So$Nfb{jbZ`Y|TlABjbo|P^X9u z&?--S6id*d$#q@-W~NVGd(L{dwAe^gSLKb6;xBVs6rvlpT6a_*dMoT6?#!YjS?Q_n zzu?t@-`TwDJo>UGr-OfPn^E+xLsWr=mxKI~fg{2RvW>7<7Z6{ zyfw#o;u5jQlcqNXj2GlN)8Fw@0?BXwR=)?Kq+`RG1{6<5efJK&_&suwF*`Cp_sjdbmdiMD<8*xbf&1EN zRP{8V=dg|fe(7PIH~uY*H=NsmO5yJAI>Jq@xz2EfL4U3OZOaxbvI7z`S%t|a0cHy& zzMuG(1&Kii#XO+bWz^~S8C|XI;_gA11(#49uq9yaO4E(^)dJI%Y211^*Y)$Klh0~j z+NfI|&fWB8g49GGS(U2f^BQjMS09BKAA^{L%3pJ*2>cDpUYP_))6KLu2??fDAU5pP z=fYV2YL*VAr%{6BKbuOBAVQ6}Nwekx5@Eg|fTOY&d7tPv&y* zn@v^K-a~QV-0%p)*c%{rZP#_?gxJPb5N*gEZP7I_%~%Hy*|zPX#h%XgtqB#^{6RntJzu^27&!nJ z3Z=7WjWLy)XyvUT4p36i%<&URzCUC`yIze9i0#_UPR8&=9ZQqdHdEUr#3_WInYNEr z$vok@Ht<;sW;;=&uViqh$k<9fxp^>rw=t-WjajCj{JusMcc!~~Vs3kWMy540>--bX zbMtY;$;JoQvRmN;ONi)5|k*kc2EMr=_KBoc`9YW4XQFx9(Cs{a*R%b*-u@`i~_=!~*FSYkzUI zXeOIqySEn0a9X^K&S|VKOx|s1snLV}%KUdfhC&)h*L=vjZ(uz&(As=|J*X+rT4A*h zNE!etypLiH%G&Hk?m~b}WXRs}-ku46(A2*)-TltsuI`SGLDl7ON>E>8CFZ5{@@ecR zm7{i40*m%XPz?ciC!)9?ISe59y{YV5X19aF@Q7K$ZT^y4ls1aagsn)Tk@;H;E&B%Pp zcl)9~O?786b_Vc<9bUVrK8jvjk}L2RUYp)S-&@#eikDIZx;4cjfstW2q+-?-0P?54 z|31U5st&3M?U0FX+x={cj`e+xa`i8CJ<0m=@K^i7j~V)v@3Ho319*yoSJw6ZebiHUrul3EOnb4MVv}aV(S=<(G`0_m>x^I+;oKe?MN8^xXD-SU!&HuFkK)%XW>mm<>n$mQ1M zewN0$K_;pDcv2Fe^7AO&G~@n415_cRWpESgM3-!~>{@w+{~eR4978k7d5?5~n;3se zA-C{QLsWOMz;npl{GU(D?`pSnvC^*}V4+TV4=cvAK4F1?ss}-d&7wLrHS@oh?v5+a zQp_;PANRL2{K)E>4E?83H>;dyyR_pcE1n@a67c2c=C+}P@lDl;h`oNHVxNb)_7mGd zN{;S1NEBP@vqyLR`{Jcuz!{T10f(TSro15+6?g7iw;uJiLV)3N1+ayTkn$}pIgKF4 zp*Gi&{*%qy7mT>V+ywvdnn0}CZ%Xd7@J0iDJAr0#R|J?>eu2@_QnSsrnpt=D>hfk0-jShTd0J(X^Ty;7T_iy1N1i zij~a>;tI=M&g1mHCHR2x!tW4H3GES+FXf%O0jqWx z3H!O(`{9Y0nGwDc-%hpl#gyeL4IDmPwnw=mXhjoeNW*%AAjck=xu%+ajg;E-?nB$2 z>fLz7Gs(+?OXTd2kky@3XPjHwo4<|I$4lf2vWu)L$A(N+LAa*=+ppPUiHyS|0Ob|! zinLi%0)<#TL2X&6U{Mc4=;d(Vj?Vvt_yq(+1j#F^@Ni)(#w#Cf9d|M15MfH1>U>l& zetjTj#b6v#$nLYDsN3UeI_5%HVm(gwlTQE5qBa$&K5y0FbEeBZJ*_>l!K6=bw!%gl zWCsCPpAyLmoZ+iLGJ)aHsw3pcMZBPy8PXn4sFhhMB9`3B7}3R=0vBRE@VIqp+&ql} zZU;{f#+;r*{FKIR{8Vd$de0isi;Q#K@?b$z_UtMfv74BCBV;S{R|pZwl#_@e+@@{R znQhbP&25KF-(jG1@!v%f&ttRmU%_4EnXN_lX3HTL!vT;OH4Lo@czOU|(t9XcI=K%E z2m2zg&}a#b8!Vk}BOoW+X*RR2??>H^qx2D*i-yaL{8ZK{0h=b&tUnrd7(YO9M6Zol zI!&-|XZ~%r+^bSo%4K8rI2?&?TW4T#3fE4%=jXI0<(J>$Z9AeOQ7A*0Qob>{^v91G ztZFv9Bp>q45-Zq|aW6d_Fb^5-J>3 zovDom3`RLaZ1z7}jILh;vP*@=uOVEXg$YfyH?G6MvBr6tG4L7ByS@OyS4Ndf{^Q%( zZF)ZLC7)0k@N$B6yYU?g$vuLc#(93R^=!vF-R?R*AGG(ge>JL`Coyw0(Uuuu0&^YT zyklgE&#Bsq*UKnX?CNR>4habf2oS(UY(8Uqy0chPtqKpu7q6d;o_2FG4i6jCa&2v$ zd+%PJJ-n@ui@6Ktx-XY-xwa8!`Fg;; zZptQd`%{Mc`{vHoh93BUclD>3zo+Mg_-)xj0L?TU%AZbQ!1`=L>or^TWbTm5IIy5S zs*}qfl1f=8p9ClaP?)K$?Zs9)5PA$zz2>*uIQ{$Y-zIstCih@quqr6HMpIFd+Uo!i z>w%G{B5QMV&r`iP*I6mwD6L1<`nRX8KUHm2RZvTFYAGa+u7}??(G+^6Tg))y&k!N7 zPZdkp!$BOBABvidxZHyYU!P;~xHbXvrIaZ56`$XE(Y`Jpzmb=`#HAlNXph&~R^-80 z`#R8qH1@2E!zyO480Hr0(-`6!#Qags*gH3LeESui-6$E@tO6s0BqTDKF-rrq{hP0W zpKaAT9H9&3ynyvq`(^vr7#0TzHQV3n?R**rBtG2R(ZbBEdb;4j7q!<9hIxwBL(d9Z z7Slf^1N7g;AAai!4*$iRygX&$7%g~WjFFz;{liXJnihOdgiC?xKR}?uEU_t4TPIZU z1~xxna$#OHvhIDK?+{`V?rt-Np^v-PfEVQ|FT)3xs#nw~lY7JcrQfi;-}YhrU!`uw zF$t|+ZjD?54WN;t-f~PM!z)rV`ZHFuN*>*{8YjnCnUOL{kO_ELEkkOV`i)S0f5A1A+kY#@BY3N9>s z#qk%6i;pTW?xmU3Q8x7Z3ar^Sr+nV!`Cn^x1E_6AY-|__> zKVm=^+rH{};AY-p#9{?QRTZqUNeob0(4!KZL9;SP4Yx^v>mh&07+^XJuFhFZz^t`` z%!!(dPh16AKfo!EFW=A||N8gmnlC%wPp%tJYMbGCFAeLaJ@5Q@|5b0?AjcV*2S5YU zg{}`jv3We~4Cw3{oCS>C2l%Jwdr2A=i*tK`-+yD*Y{&d1ZTg&?Q*1s$;ZO30 zSz68c{-C6!gl?K{1bKZ(7i$k0?{!elcXqGBNThs}4kVXC_Z`%WQIGUYCp-wHQUPP) zdSJin)tH8IZ?o93;L!rKTz2eU%#%kJ0U1*P+Md6p;9xLjWMbM~JS~%` zc4<6moVMiw-Y<=)6q=`Vt#8s6e$4qyS0F@vZtZ1qI6{xBVp8vG}0bnX>s! zh9uYCH^4*tN$4S9`jmkW zY&sN4+zd67#9oKx-n#9U4F_`n5IxFRL5bqf+rD4F4F=}cFu2wb`br4;VE;Jb)pAGt zwfpSP0R85H^%TZb?^CV}I1Y3zr07e;O_16xhJCT4E73B=SMKMK3Z#D}kGo8FXmMNz zY)%+NHEN`HI>^A`&4l2+h()%KNoI;s?wuvp`M+eI=nZV(E_PT(Nr_jZ(}?&WQNu^V zYXQnBPP{RU4{76=1(K;=#89L#7_hT4L_Q?OwfjlRIK-9`<4kpHNG3hWGZVV`UrGAB z)ol9LmKhSh#Pk-qR<$o~OJ60r#pONWE#QdLoh~g9mX%=u;bnB+++l@6WAl*O%WDMA zp;Ygu*C=?@q9QKIw1Bvy)AXqai5>Saus6m-dcxUwQ-`=JJ+0qiTOx{L>$L`zZw}z)rPC`uq ziYa&?dkok&!ahl{n1>89meIWX*5Nm7EeR>DPc}4$@`31?IUJFB3zxqeH$7RXq5xu0 zfU>3K?7X*YWMpBj>gjEbe`D+cQww_$c1`lhJCSg$)+ak-MS%vwKvt^ICs4gu$M+kD z|3?D}D$ATtf5um_ClS8t?XN~i5<5UGGKqxk z*<4DMyd8BqTlYW6g39bvN~v43Wdh_%bFHDq-bkYBRM6o%x$Sgb^?#i}6ia<+qG z`gK-8YL`r;6XM>x*mvha0)k-$%<+j9@6vzmKZsfXYr-(61p`Cc2eQQDr3WaWQZZ(^ zAS^4pf2S(|Hxz$Dg%UG4+jat3fKX|jaSAQO3&UcHsNJ3`e65zwqaPgV*%>8uvpA%h zo9m;tX9!ib!(YY$rfkuJh{Y+hP1*|pe9$q^hjIEpn$A0%>i7TShiocJ9HWd9B0GB} zTV`3uPImU*vg4r4vcsWpC>(nxC-c}xR>(MX?7jW&&+odv{a@Fq-skOpz3%7p@o>mo z{yLl~ba)a0V5sF4ee4=$8iNBSVkt%5Zf@-o03}Hqrk75C@>=9!r0@bwDH4@R*(*Uv zkUwAxVxcWpe=0|K)ASfcRKq;ze(k*aPS)x6p?Kz?`*wad4ds{}dUYBsxm!H#+sP0F9TtkAlw!V0H*E4T+r;@9lX@^*pFADbF;JDeO0}}3;y7w1AcYvkbhoU zTB<31gdAhf`2_RN%_#BYwxNz}O;vKnkX&=7vKf=OwDp%2mjUC66)gwS78-3ueH)!Q zP&Di?P#iz(*9#h3IS0yX%#~vxpVg@dYR=IL<6KS7ob|Y1|Q?l!@6TUt^xzds! z2Wd;Fb!KiiYwON5*9K~>?iUl@>BXtv4VcebE7J^M67bcDdO5fdw@uk(5nMuI zqqm+Msf4`4u7?S$Z)H?zFb{b?ac9wMREv1y@;z_PU`gtC9WtjrRx-)ibeVjW5)~OO z(s=)p$p-8{mLwHq6B7r)Lz!n!U&u!^K6+z-ugMQ%{(z;>CvJTCi0RJSq386hdCc*S zrO4w)%Q5b{T#jnajs!$Q_JuVSj?N+qP|n=#ass_E2!xIR$zcy6N2I@3`tT@?f`PR( zey8hKUQi9HA+037qh|++bDf)-S`$7V(7y8Ep)$!bkv;9XynM#MYz8-GU8zo0r8{oj z=0Fhg8vTkdZs%UkX0%Qa%*DBHW`-egd4>zGUhpCSd1! zcEj7OP}JiIT|BY%`76H=NpTrzSv_^8Z{d5B?4YzEa+gI`rhhjmFc6>S+IEP!**fRo zYqq5`;+SspwI*>fpLdVf%xEn1s4i3{XCT_H^X%wma&#N2X>{u-hErv7ot^9l>HyWU z(PC&3lGELuRF8X+bG`2LgYGB&C?%c-H+ibMQ$6*!jd7^k0g~^8I5b2*A%3dG8qAxx zMf>$v1a$IGf1;6>GUYC~Pr*v9@evM=JEEd1X^=trnU85q+BuY-3{<2y{hr_@GS+sEfXBU8)ew12Du)%KjQa`QuE4E&BbOZSq<8NjVi_)M~(k<+#jOnU$ zQp(_!*L4!Ur_HBKpHM%%1=68z^nZh7#bVJP+mG-(8)|$cpG{e-sZ^WBDa`$>B(o0A zE+)Nvf;@tb_uV{$Wd?WGyaK$u_O};0!IpzVEqOrt3Y^p)7vNu%$5jp63-sDn8&i`& zG{%~!&*|HaS5Hjpz;Lgf3G)x{(jD8+(p}ZhM<2MukCgr3Cvc5;=LKH9!`>7?w? zG!egey#B^bt!S6fLVYqW>xM>_oiQ*dRs;HGlRGmwwJ`sp>tQ!zzDWY&Fx7+iRJjWU z-uOyZPl7hy&YR3))u4wcQDt9M_l9+XXKt*`Y( zmXnuZ_Kx4kcL+QT6I7qP6q2KtkwSNig$*0*; zVLgtY0}i3JMM0F@QF<^Zn-3x;V7uyX@Y;XVC1rSZ#wLP#!{f;IJul_OOulji(OaDr zn0Ep;u}C=s?X2SDlPr1phE&H`=xyYJbJz%A?YRDsBa*GtRfc>ud@l$ zO@81~H#H#srY=x-bwD{Hd{3_`DrN>t_rypMUoTdX6EL}t%A^*Dh>w-UduF^6J6tbx zu%Y6UxtXyR>@@2`3E}-rhK1PIj1>q&TLV&u7)yS)F%opPxsmmcmglE3=j8%}3=0hm zX}}!gZ8o~I3Z8*kyq6>(px*4OGM)Ranp`xowW6;}8>L`Y3|v0Sg=cxeKBCMs06xE* zVeu+E-T1PL-r_$l6xThOkahoiAW7`^2^X&MX_MV+DXRY3l%2F^Jm(aHx}@Rusyi zrlGYBjP=zhP&DDgJIdy1qhC1p_w?)(sw9D12|GAI_R41W+l4?exzg{Fqi-`iAV)=V z21i(_{&F1#vq0$9{{HvvqvZatvN7ks@L$YLGRvoN)};-1cG($o)2^DqD2^y|z~HN+ zNG*0MpC+7=flN-7{?mN+t-sAQX4ij1bb2F=s_sSMI@ANh?f*^HfBCT|Z7rZV+E~GD ztqUat6B1kxU4OeQNqMpB)rSXaO|v&Tsna#NKNbT4kQ?>5av@t}EPEccI@w;NN^mc+ z?;~NueUD1MdI61H+0hIdo>xdm^_+Y2ll`l?GZpgKj1HLs_ii4=gxDKrK~D%t!ctOh zqq|2(3$NBfk6Er(RjwZLluGf>T@1HfSw9osxhUttVnsi`Ph(}Zw}F4Q`8Gty^5kiXZdzq=v`T8+;$i}dFX(K{X;X&nMYDKEjA@m^_iRpB4Ev^q%!9C* ztJ2R=y6e43WNfKA=ufF^5J(4ajxc7CYs6cPY#erVqc93FANKeY+Ay&_Z5vmX|F!SS z#5;1Rjq2qGN=T#OIgD~(dDKL`O6d{eb@(+7bmnMvb;tbvy4U++u*1l{VA0uK_{DOu zZntGX*Lrp6TVd9A39=R;ZTvR#n}8)J%^fTkdmk;%l6Mo4y0^9jBoPOjfm@_(&M25u z4)%1zWRs3Ayvu!l{n}KHmatC)(HuKDM~OVI{RsE;3$x57RVQr>JLMMVIXQn7 z4%d%6B9WC})jiqb*tJL3kB{r;0OifBqu5VJ6bis0j3PWOJ?6NNw#71Oozx{Xp|CbJaF*@HO1vxMK z_QE}FsgsftG11R(!A_6UZF;z*cu2uIW85)#F~H;@9 zEKd6)MUNs5l3_62x`i{Y@ap2SHuX#Abhj1|Kaf#-j4drj->M?w!q`?{Trh#DO)b7T zGQjStQ8yEUq4z|Ce$0k}2KP1lYF_@ns=2MeT(ZvYz2?G{XU;V!(d`Qq>cFJVgU?%n2DMeiK6j<>neT9wd zcj3E!97Q+<2IA~GZL7KKj{$kfW%jprGSTp#wyXB2Z)%00f;gB^yx5tNvT)Mv?FKFw zh;^+$fL(Gkm%2)cp8E71xUZLcdyyTs7o6CX;^vO+op`e@fHoFw~8vfeS>@^ zVLfr%wMpW!>$9fvaR(&dbx5{V``5$&WdSk@;=>YZZ_IpV=CHp*=!yPU%6OerellzB z>d!%wZ(@=*?#tD*#nre5f9P4l+?io@Gt|zQISTN@)ZIav31T(>;>TMZ>xN;2@q8-B z>%H>EyV7;~6cT5HSJPLmM>%3r{B1w#Ds+2wvcR;$uDur}+B+%#Q&(3%Z9Z4eDD_G5 zvPiJBI1k?O10XSSN5pp(R5+E8*w?{EYs8terQUp+XD_9jw10$eme+~wF|hm0qi>tw z6Qkk4;HK5Crzl`qq3n&d*}nddWB3R8N`^9}J=JH$SPq&f!CGD)rfZN?!H6$qKZuo0 z$#B(Wsf6u~fXl>d}ueGNJ@zZ_7(1Qtw>vJdAz0lK=(B_8f4RSVw=`DR-L;WZc2|ITv zaQsy7aGCXMB_>@>hhCUiFJShXDrZ`j{b!DX=N7}D0sYXb>grjSy3B#-t+Od;9P0IV zR-G?|h;R0&Qb&>3pS+Dk>vh!0P59a~%#8ZD;;SnCIm~V-kl|*`-e^^$QeT(v?rGtU z%lBP|4h}wFJg(>s{neq8(t|jRS%6O+kXP6Rc)s^|6V>$1KV z4JSde;u1GH^T$=?*9!Dfg*Q)9hubN^2?Q9mJ`EHP*v9MDh6aM&rJg##eO_dk2dvEx zKTQYE!EC+zGj)l(NkysH0-V3P{@Z=}coC{=eG-n=3C1QSCR+!U{e-c-ZVC;Y`uZ;v z2nVG;mH4{M{%LAG`kRB}E>tpyI66Hhc!Pprr*`a_i5J>V>Of6zTb``-Bj!hlN*V$e z=&#Q^(mc0juNU}3Oy}fBV1Qr!N6@v?M5h!n@C)vfWmh*Egv`q^FwdRs?$w1}HN70- zzj;sQXa+gzCC_bUF~=1b^ns6EF0az{0PG55dlkcN(5Pt~bJapIw9?4kjmA zHH6U&M*sZp-7;L^_3`y(urtmaR|mPC?WMn$5og$`7JQ%*qTtI@vV|EQCnQoZy=EF@ zN3u(Z5vjs1kIhX@zchy6k#%I>fsjN0lXeMEn?c^P0Q79r%a!?^4t5jB=cil*ZlQq| z5;M%XP^&$=ii|TA+>2+ zcKogEfEy6%ySLI{PW(*S%nJfKB-#>p}~`(OUt9kPOG$HS>QtFSrLnc zAyFv{A9)BFj=CEw_)AEB6)Bnqv^XRLOp3lZYaJA4(ta2#-UcOH4&6=3gBDKs)U_Bi zvsLOtqJD5{=W*Hm2|8_d;I7d3Pqube1gQss$aumVPAV!Y(5}Tyh=xV=)P+A zHjq;Am{6a0xyttENxQ7ixvZ}{qTj-ZUg$^ZA+S%_$50ZovSxt7$*+=PtZNw0i!7xe z*GG>f#wvVrO2SSFDB~LsgWF~|%aN50M%A_7-0@muj1AwiRdR9*#;8kau7BjP%6q(E zZMnMK7*51Z@PH`6O5q!i4yAPs)@Ae=gUJenoE4g|=`}Bmjw)jy&_OfYY36z)K=R=c zlB|Gp8RQk3MqNa+B2pHGw2AMdo@%Z2I$hw`R5FBAUdE!``x0t@Zp?5!fjLpabrH0j zsh$|9nd4$x6_sgE`Ze!wLKH-mVbQmEe_TN>@N+s`RYjJ|wLXev%bk5J^DCufxZeweU^eHRCODyq4 zHruO`Nrkue8z53ee{(bMhL&9DHrR}6GoB-)0%u*O_adKUQnDeoWnAr?3IRgg#JTqi zb)P8PJp8s}DYFi#9(CCa9sCxgGwe5)J)!YQdIey&>fu(oybb9V$MaWjb-i8_dRKwy zCTC1^54s)6u-?(p<>J1t}LJjqxOIN5{HaYX> zk59=Q`De3@!|m<&!hg1WaHF5{`?(UPXdQfl{J1{qs6UastF6vZfYZ?Qy6*yV8qO}x zt(Ry#=5{Xi$Qx1Ah%PgO$jvReRJ}x%#VX#SUlS8zwY8$vCk1>wRL_m+V$n~S{BrFK z(-HH3rw|vrReKbFO`t4vj z{@tny@h>-Jk1a(QRjlgknt&zq2|Lp-g;*}CzN%EKmoL@HNbHjmlMtzk!>N=zU@i0C z3uSQD-`wF~p;9h)z*d*`=vLJ9cJT`hR;p{< z2$tj2;mJ4AM1Q$%<%0bz-%|j32k|Alo3g%Sl-vkqw>hz?8YyH;i&IHSC-_A9(`z+S zIVVAUk<_LFm|Cn@IP11_MNQ+?B%q}G0=UK2nG+tU>Tr7}gpk9Et$~$2fkZ$!Dai{m zC~M^M9K1;;Fu2D&*xizy64v-lPyOqYfvWxniN|-JA(lXJ<8E*7aD>^u8n+DNWcRCYkR(rhPf+smSL&M5xPop#HQ@i^WVWP_{3oEr%b~?PwQ=xl zPNVswAfp&#_Tx%|47>+^(@WHI;`Or;(I+}M8^oirCy40q?{o|V-||tq(Si$Om_7%O z$$QS}Z_@Q8X$%QvnyUyKUMwcI8B183Vww{lm(~z!a3fHql~Xf9nDQ>^GKl5Y6l&n$ za;;}=VZn-4g(#OibBMhu+00b5XkJK zo5dj8)%_Szv{GES)Quyd-NSlccfm$+NiR)4J@wwnuC8Ob%gIo$3eJhcqmXT2gI{+M zM1Q#-2hGVqp!!e`6BpZW7w)W%&IJi&VYIZg@3CaRDd)h?VzB|fPS&$u;&d5_a%rEI zO~OpJo@8lqi(sp!mc(g>% z50E3#UXtvQ>J~+NU0sv%ZciHoK3nzQ4!?~-q&lP@2DCg-1C&>PX~auv5_lE3M!^S8 zq#1xYVVOZ2H<|=w7&{#V`LolrHmQ#b-#3z=d2J$Z1sKPKMmqzkQ#QcwjJVUfx;jgl zEdzU~pR_xADs{-bMEG7pOs5rVaG~SiUN*xGEBUXNAk${UeX@BJahk9KDDZ(W zNaetZOL95usS<|K_DEG`F{pJ!hox+utE+3h*ZWU{OarfjgYVLS@9k^pcYlB1f@(iR z8kCG~f~#NfQ`Qt-!q=H@=b!ul?k=K~yZjVN^prKSBo(a8HZMUfAbdEDgaG{B;bGnC zacB}+A+|(256n-X2;EqSau2eFC|yjJ-K%oIsNR?oR(va{B>fDD7rhp&eH>+%$uZ5_?M_ z+so-7@?oEl*qRi18YOBrsm450(e&V>XJ0jTkeQs{V)#yQLI;>lE9hP|e*eBvrKlx| zm$o@_U2pR`a-sc|z;zGQ8faUthJR&cNtsMH=@v>svw4tWK6Oc?zu5O9S4px9QFP^Y zk0Fm=n&~%~KUdAnW04*%&V7b_^J##O?7IyQ1y)iUqnt84|2o^2?2|IyeMJ}Tz)YI^ zOKP@apAZw7`gRL25gCrNDdo05QS0lwVLxvHX7`O~u;FbWZQVWC4`hFKTWuW`Z!&|Dl9Px>}oLIMq7cg^d%jBjaCF{-CC z-}R-`QD^4a`1cL#Xbl)Gx@iAVS0$_0)GRY?Z4G}i^Z>`!v=wWZ2YH*1B8iPqs+8>e z^0?2GTWQtfwzA<+84v%(!Og#V^-DY-HeEw!#!FgX-b6}BrNX=MdfK~K)Y>&J^A~Cz~3Ed$~ zgsD2p+)v7m|NRrL%pWpzY;P0xyO=UMxqC4hcVmWCl+k^?^j{>f3~sa&V_|m6&Z%)s z*Tr`1k+c2mh%s;DRGX67Ka-OVzLFqzT2}gZX^D2Y2DXuNckU=c`MxNLK5d55ntKO> zl!Oe3sy5)oN=t>*OD1O+HQ$nMCBj)9p_4lG{WC?2YW-MM>Z^sgspPsYWW0Xq!p$sCn#EPR`wk<9OfD1^-vvEwz^9 zW8T4ADcYbEbo0;2HT5?imQzl6Q!n30o~?IW>sy$+*kN&f^X9d&4<3E_Yb(?(AYkf^ zXz1l$9;e#wS=&`h-qpEl+fmDwjEwBm?BUc}AE;Fs@z#UCMRRw8pp?|KE^}TI-#r;gBa1nz2utZt5P4cv zbOWa}DP8xTG}*<87x39urrLn5`Wm^bpJ=KcFcfLiXGvx4dF|}{%F9PtL473eK4_2R z-OY4g5$Z`$w*IavQJL-9Ac)>UcM1^dpji<`s45oanj4;r>=+IbJtoXs!CF=Nl%6qU zIV8;9?3CVsH3V&xYljJb>$%d4_BVIKbP7mIN_zB_EK*9UVr^cHB3r?7md@7bP@1~w zjZQ7V@x0X6_cmjZ4eAchA9swl`Y-=iKPH9?vJTepW2aK!^8*pjOdEe?@^?(v6`#|C zBhpq3xMjH+S1>g@yLE7~atQJlIsLX`(_)YG^Q43IoMif5*gQwv8U9i&a+hj!R5+WD zFEMeKor!K#>APyCRmn7_%Hft6@6nR-87Ab#F~QD*gGd&2Hi<&{FL%Oqdl$Ke8S$|D z>{dXwWRRMG$`wRu`~VeGn0^r~OFZ$_9Ov7N<)VHZsC$3iR{gytNva0ujql~(;hPnH zJSDq9%gg$xFaf3d{$=Ce5G7Rz3Bs3nx(C4l>~A$k}KOEXymSp7UH@3YU?H(Kk` z9v+uqy4@twDs7Rj&owP>sB?4nLvzyn4VET*fHyt9OMxd`teHB%dvwDBN-w>tPUcX7UdT>og-mibAc{Z_(b?x+gKZ<6oX z-`!so5yJ)m3<-k@ge%x3qdVC2V1;*1)cZ9|Wzenfn~7jYI11ADLka?63!{Z}@Lj)U zYSshYfXh%7D0$sM=(9VXJc_JOu8@l8OHqfkj}t(6Z)xxrGUp4~r_V4|EfqBRUYc;; zBp~}8`a|ek`>wP@%}XRdt`pUpaqv5oGe3m)!)oo#JWHKVRm18C0>#r zUo?J>VXC|t1HLSsJ*%&TKm*2gOZh{oBjO*g#&nJk*9Azu;=0y$+`$a#6Oa?)>Kt4) zx7EiAXZ%3l9Z{kkaB(TM6;wH~MXy8`*^19s!E>E7mr{hMLuyi#%`!HM{DXZ<3>@tO z_c~ezLr$x;8*?_xDqAyuCP)uHNBYx}NO0o!AIBD)K?`TiaRY~Mi&XYTyft^oWohJPd&%|&lf6Wqe z{ZsFA(b9I-g~hIzxV8{OK%vNqqvy}%fot2&Ls(#N=oKI(DQz#RGEmA((Ch1;2)*%c zG^e3pLoe>YD(BV?;|hR@$^U$N>G=FF*!K#MDHkqGO~H)Q6O^w(Ov4udCD)xJob z60$LW&R3i*D55hVIaoIQTA5oj`6oMh1XtpsbRX|>VbA)~(i>;z2pXxoNq@O!W`6hY zu6JCJ%AI$zU~qdqtLNKmi#}zj>T2P;+5kJqc)gd)Fzy8mHoN8XkiM{-_wdN4lU1Iu zbK$+m4f#Cj0K!xoHSG-4!RG@w5gbc2^wZ{lSH4z(=C6={6M!597pTnzyA1?R5+Ni&ctg$q-YlO5xaaC1b-WsPzy#DMX%# zewAT^9a|c7S=fgbMn@`Mh>8-`p(paT&a31Ys}z0>VYN$PK+RLf6vQ`{j&Xg z3S>HE$dz!DaMhs;yw4*G|KE<#Z)jNlPrX-_v4~2v8Bts7A;0F`baIG*Jq;DBB%Wq0 z{nlU5f1M)k-SZO68la0;`ao}-O8~LEM{nxax*c|#O`0vDeJ_%D$o}K9T9dbr&!)hZ zlCB7&E;JfUEM9KvLqR+9dq;Dja+(JlAP7Edz%^0yOGb+W7b#zZoiehx`6GW~Q`F?T z#c|~CDiERUdQ}mb{}k%?qY!Q!-$z)kq)bFi7^(9Jx*X{?@%B2IylJ1DcOnGBr`tuw z3bBqP_#9hYez3GIt@+}S-+h-z-R4_R9Vf$(fJkZ$a)e*h^z-%)DrOhy;fP50{O1`Q zY(HVvW}A?70>N<6vS@RsVc08E=h+t()EQI3eq?u&o@U9w#nxVrd#jfzxLHsDghnhgXZyggc(tY-+K56S zN+mVv zzu&X7K9TRi2<0vgwJ!vC6oiPz3+LynXQ?Bg<7N$G>iweZrOiWBqDa<3gDQJS(%R;` zG1b!p&V!c$B8-)l$l$B9IWeTqeV2X7St0(K3MA@3w82?hz!k7f&RxaG8BZHkCSZEO z=NgT7zl8>9M$lDP`e5t?Qgh&KurBfB`kK(O4L@ByiZlgN(K&0hnp@?B3PM- z=3Y5-Vzl}sZZH?&a4&jza#8}q`V60KaJ}r){2z~om+IG5?sIqT*$w_{q|46mH%RY7 zPS*v^we1b(fY-99W(xnPS8ME#ZxeV2=MfPZDJiF#MvvuxSU*{Ih@ZyEYGz(_b+9NJYG9*ua9xLk$o4v&zCH)yL1*;hqBUD2wH{eww>atC5qSpMz_o*Sg_2Et;g5nF zQY1>>8u>mv#qCkeqdlj2nLf&Zht~xsyk($=pz(w>sf#IGNaLBP8Hw#CJ}Oetw8yqD|jp&vq>wz9+*ZKb%3HtU#*DdaD0=5QmvU;n@AlI~G0r?jv zK?%V?SHi;UJohE!lhgN~gNC7>1oWJ9s0l_RcTDO+vOq;3g?RR>4L7@L<9-e$GZ zkX=y#kU|tyieZ;Dg>Y9=X#s?R&C*)SNr0!u#Jg|Gp7w zs+V^T<}P4ey?Kglu#r5n)%6!8Un~-XM!9BaMHJTFE~d zQ*0)uEdrQmIB_Y(y17e@T#@{^QDf$=-qpaPt!og0W^cUcB)w?q(*!3}Lse0^#2?mwN1;d4b25J0Ag9a}dXf<;@n>=+J1|)#=ZktZ zUPWbG$fSQoVH^B_2z7G8FHP>{wOk#A&?eQ@(#3aOT>{~VYx7QY>MkJjm|#d-65og4 z&%MV|)<_<1`FrbXv~n|O5$~$~FeRi;BQeAw6JxhmT|El^TyO<9x|W@j3+f%v8z~QR zpFe!X?c?Kncz8tiZgzTl;?&q|B1bF6Q?^084okiKZ{BUGyzs~H-m|~_PfEX*#%1cq zpS%+K)C?lnu&=y*awkipa%a_Yx5KXvEUpd==lp$}QEA#5|0sl!HF}wQ@oQs87d?{< z)>INf%Q?Qd>g7>8?IWL~&TUhQHtZvfj8eX~vkf3X;*^`5x|cu_Y`q^8aQTm?(!LOo zVK9F#TdUh8st0+V-thNBfKi6O~3J-huWW2H8be56fzLK9@3nbA4*CDxIV z{Ya*#VLqJ)Sw0S#_wOiHA`0fPrlLuuzMCJ+=IqSk8f`vOX+eHQV5CTjG|VFLJh{!x z-s!zhTmu*Oy79?0hm^G4;2u-Iy>QlJNcq+ol|`(hS7n8c;=hN`zox^Lmf7x@2-f^P z1CS!Ng*mZB?mzIBkyykufQSC!H!L8yrxyHsTfb98r`BVvzl0C8J{V39zMeUFU?GzkCg*enFrP74k094nsWSGuf<(b1iJs~T zvVzl@Q!9U-Cxj5$g$E{kD!xPy(J$($FQiP?TF!iYs7>D_Wdel9=bOH5pgfota=Q8^ zd28#Zh5woN+>r#K3J$K$KDqU9aUp+t<3`|xIMw2V?*>fBj?B_-Rwi2H*Dgo{E@y`Hl~D4IQVprcZCAfB1KIz<}YGc)X(OE@N#J?EQ!g zgw<9)-V`#6Q0#iuO%3&IhY$%RcK1X&G_fuGFAK03wfyasXk|V*MW@@zv0TaZ=2p_n zlZuWNFdn$4FUNOf8y(08DZPe=Ec|;JQfw0}@fS_~)?MC-+xiKK2)#nkNuPzR`0uNe z!H~<#v#qVI%>dJTv-P@m4NK*7Ymdgi6vO)I*|(Lb4fSnoU*rODWC#?lvdH>oV0xnE z{Qyg?W3vfmx?*sHCn30&a7dR8Jv;~R9;1T!zf0@o6?pMPS^s@53NWobV+>Oit4Tru7hR%(34r;xr5+P<0ZPM zs>VxEEXSiKysvh9QaD*=FIJb9PCOc2@%LKFLIa?@vfU5s4k!0z!bljJBle}OQQrv zu79Pa6$RqyKTJ)Z;~QH;ul{UaTIDXsu9m-0XL2s4r=Oml2E@P${IbX7hEG{(foaJE zUMBRixjViPufj6haGPkMtj^W04_GL!cWwhp+_f-Zmd^g={<@~P!(b$yFaED(s9bEp z+Io=4J*k+=mR)sy{lLI8a2x-WmIvWFD-KQ>>a9~<0Y6ovrD|;9N|dn17!@*E!?ZXcsThifO=?7N z2B-Q|1vh8@7m|swH$Ga!)jBw=lQnKikfPrT$M7Jx`h=DFiQ=6Fiu;pzLyVk=H{efJ zhm2}0%fFX>Q`?7WG{)X&7gSujL9NSryIq{nw|l)es>g^2xLR*8v);}g_kK*=6e-7i zHW=6X^XBh4%ApPM;R2AU`pf8-G8I^xC(Sx+|SUC$6mAg<4P4gP!O=BNoqDpZIbqWNq1PX4s*1(C|LMD99$dRr$fz96aZS=%%QJI3RP1Q&OCJ@ka zr}mOE>u7fz5F^4aiZ`CiOeGI9c^{A){Qb|pRG1*NvQVgmL@994`g)dl8Y33siHTM#JjlSu*$RF;_s4C5zTtAPIJO6CCZh2%W z4Q08vIoIgj#|ABIY^NPb|Wt7Bt{EW-!LW~DS<0I>zeuG_z4 z^b@c!=o7c*Jr+u>Dh065fZ2{WqEa%lU;BC~gRD35E~Z@5SdJKkyT$m{LfrdTTwjBW(g%u+zY{lYz2_KYEs}v4%5b6|)hil_atF2DFGL_V@`Vf=OyunqGnEsk}JU8ors$YY~uZm~L#G z4))O?yPczj15DAaV7$!Wo{x_YdQp(Q_DG*{t)?%@(j@5}7cJiFy(f00%HZo~+7b5& zpG2CjID#e@LR1vJQ*|8cHnkb^88r#U7}6&%Oba2STKh_M7iL{f2#efmf%&`=x2)C`VX0^9(x!|tTM0kSDr#8COI#Ncif zZ;fc{7E_^w$E-+Vz$HvDtdR@p8AkVMv@yLkKR$}*v&$)OM;9a32WxEIeMQUQ>GXc< zrj%?QqbSS*`v@QY8z%2EJnT&>&-T%qq@A&_s?^>w7{GrYrmzpbOT$E|{)nxd0SLRi zRSk#htgQK#=@K2P`m=)baN&nU6mNeN+<|}Ay}23O55MapRabHEwecpU?($blftjgB ze?NiMqhArZoB|Zm7+`RrlKyQK4`l6IPf5P1*G16(%2?c~qb+_3JO-_vm5h`_Md zu=L~EJXM4HDpc}khR5yFV$;A^R1oSIMnlqPURXxSK&oMOyKuI;@;eU32X7hJZ*jh5 zgL%BPA{?$pl8o3)cfp9MhisnW-|tm9Qv26UE4?;#^FVlEXue07b0A(TeAJ(dlt43d zV%KK~Yog96m8{G1yd|zrU-D?aDREGKCAQR3eex=ij0|lgUz^Dt(jYVPLxqXF(4f?% zhEpa+{_bRD=!R4HUZAgBYkmEV_kUUQVePa3`k$;?OT;bwmw-?Uhc`2_Yjr=Tq zgw2|#z}v}t-hjX0>zPEH^!MzjL8Ci6=1u0#S5$nr4D=7CvRr2xz00OILUy+o{G`F< zKoY2pp6;)KTh&}?|Ef^8ZE(dv)Y=?)wCVSs6!&FAYrvT(j(t#A@%%4+>wI<@eu^QB ze-sSsc~_lsrY!**O><|9Ii11Q38jvS_Hgndu}Yw$zM9%F{Av!SFN>e<XeFR zPF(UY`~$mo-Sljmhj`v#S=CO_1j{~4@abyA&CQ@S4Od_?ba8d{#Pn5(pdYIJMROr| zORKozU?tUS@Ryx6!|H3ryg#_g@xXGwA1K3(c;X|P+tQPpuah;@lh|xr!7*ygv^vq+sQk(Pvnz@D7}^UoVwrld+bJjEgz}h-Bb(+%oh1Xfb@hD*r}#Ri#Y8_ z=-;v9PkJN%4K9cq`dob|tb^N<5U0<+hBI|?P8Cwl@?n~#PBxVpLJLG|j=pcAageIR zB=f{-b0gBg+{bgnCG{<yy%>=hJu4G*;CS^HXHAy>0@SNTMa@PwUVN=6K8Y&)$}IlW#FAjB+`Z6=KK=-A>4%qxM(U3QP$WXK3JrX$0?pB8LD!n@}f_6}Xbx zt;mi)o12~5n^*fPatt>}(Z4(L=YW~6SkyqOBu5y%3S#A7icj}PNjnD5UAvF6`H_~Z zmL37S=L;p8=H@LSorFckAAas|Cdr=coXK5)%N&bYzXMwXx~ZwNo3h}Qw(8sH+ImuK zd8xuOGb!_XdUp0~zo&4za)y~I#<0RP_;@=7eAE)kLhs7C29M?5u9K4>(NH|4>j|J% zReJ_`B-=62zY;ZjuM*7K*{Cx$d9`A3adOml1(*SH&?MPYkg}S5Zu;|<8C}!7>u-qSJQ0$ z=-PuGdl8Co*1kQkHm%+}2-eAn;%{Lkd&oJ6z}ZZtEep$0q%3^X^rk^C>dvcJeFU#c zISW4A)kfQi*jC$Bh&k<3Y7x!C8UxMyhzBdQ5Vy@AfaWGrIyDC{e}By@C%&MKC%zO{ z;EQ!%yJi!U!a+okLy5V~HU| zTB4d+XKQFJGW_!XWb1r6d^nV+ACS*)30Hpo0Ak57s-AMM#JGigT4((krhLR9(_LHKjv>W#ySaNJkPc$x z)LZqnwD*VuSETw@$ym|qbvYYJo>8Ecxg&=Ug&FA~U*v5#?!u^qD5Ek2g( zy_AA26xW=VKufpwK+5m?=R`PLzGprhh)>~Qs*sbPAA=(j(Uf722_?Ug(VEEF)zD8i za%^Q2&xjn#3uRS_r1FswxAlMEB@{^HQTR(a(UYI;XR_~RP&Y>Z)L67+E6X?w+`pX)^D*A5;Nb2AB`BUmlrOh`P5s$Pg@kS*N# zhk9guBi-irrD=7BjQhk=g^)1e^vCJB^iZcHml^2c>6OU()rw);$|@srWzECRPD3h- zKOuxWm+^4R8~fvYO^Hv-XxRPwc|sZO5$15uhYBnZM`TX5)LCHe zKI8a4Nd$Ob6)R(uJ3o&AHFR}dARhY|A|;Wh7~;0KqS-r|RKaqcv@>aI_H4B{JDKV@xyL;HAZ~V1UG~pDS4Fv8b0BFE3MDxzSjh4=9cKekfJ0N|Q)pjvL|3_9@ z+LSLtbM*YLVH;KWeA1sY$gRTNKf(Lz_e{o0~qDpg%hcj96gRpnpoO=>7oleDo#LZI$7jo_DyN#)`hGH<`9W z8#G@Z^HcElZ6E#q=#m~(BeK6&fgt9W zUXKr8VVLTHiL{zo^Gek-&i$pvUbKD`V4UtPd3Pf2e5&e8R&h^NbA?l~I>6rrfP+Es z+}z|OI5==o%pLLb6WS{K7DuaT^sPT+zi<4gDRjs0eh^&YV=%ACLHu6THpUs14b}8W-Iw?<&^pysHg5sExi;plY_= zSP?N~4KHz+V%b;Iujf!Tb}H9bf03g7RhfG>^OmFLqxTQEiodYe8SvauV#6_i0ES{i zv+7#)XIPggY^~1^>~Q-6Mel>ep*T6Ef=55!J@ewJnatGKj_9SV!B(7J$H#5Rp->?h zHVNE}Q|3brAQ{ru0yo`iKVPcyN#7&NDIUJ@ImL^{xbTj`^sv05;^!>1^-ODhi`03x zP_{&T;_dC;c6GMlM?`mHc9Xz9IfV0F%5QqWr)$r^e(YVrh-0S4B0Dn8`U#XMiT;nK z^A4x_{r~up9dSe)dqgN%8OJD5$PuE*o>|#@@6Dk?h=a1jvG+_iIY^FVuMUopz4_gr z-*tWaqpN>%73aLqeZOAM=i_nv+V01uh{ur$N_i9Y`3`uIVsn0$qCd&n7V)&k^Tdx3 z?`$g`n?5eFAG^GMlhg8>q|@bap1fF@W#*IldHn+cd?_InB!PhN^C|@rp-J@kXRN)< z4LdbwjsVy9hTdist*yWysHLWvjNs?=wiEUJI+dIMerl>2BSo}u#>TL?e4NJ@C!hw5 z%Doa+Q}*|c$JHgA3IZr0L?7zze|j%7uMqmc(m1#>9@~e4D%j14U5DhrMU_5U-U&CQ zM7w=^!Ker~7!&g_Drr)BYT`@sA-%y;GdycJ;uyR~b^mscDQ8PttLCOEwxtPyT?~x3 zlD9*L$}q*+g@rkefZ@x(ftL5k)Q`RrQj?Q&GjmfyyNNEw^osL?RX-v-N9`r{0!)}+ zAfn9r@&yJGMMetbse10>-mB_-jpcOihoJr`P9{@+PI8Cb58hKChZy!1(Q2!mm|UH- zpM&Dq}Rv@W<@bxU|3-o*S1~rhmHDg97vGOpGE85>YlrtcZ$~v+7-GK8~O=O z_{Zlbdtn#%%0UYDzq|Wf15LQG=9{Tz8AIX6XUakQv*r@n>KGmz7-LNRsQ`8 z*L&`sn=GZZicdLV#HB-Gb5gvpApSrZh;>L8k!kB|xUQzVfbg3HJsh9+lY67}Iz^6n zh!%E=PMq74$HHJ4^$L;5{bk{vc|2#1gudM-Y8hpK3x_s+oiGVy<@^7K7bXS9e5KgC;CIH?WV10Tr=`AqodLdt?lUT;&PhA!`4rkj{pY_t{vCt%@l z%Ph0G^h(Dzr4p-q_t|^CYrpOWO0CvvV7s1{WZXpWg>wsi0y^|KuHjgLLHg=OH+5&u zyy#9S&4&ke;y6)C3mmHM6~0c>S?#_j#P&mkOIJixG)sdB2~EU5V824x1-S0+@4K5b z9h~CJqs)l@*rmmWeeuAq|BZ8M{jwgJ>xL1rjxTo8)*_>2A-Jzh63s#s?17$Qw~kIA zkNy72=k}B0b}1uPXLNK7k1#o^+SD-DLw{L&l4G}wp+-z3^8RbaDf4mRny#I!061>;0ts^!M#h`i4K zSe)_m#aIZ%r0Xl97l+oFb&;=v;k}OaGM_+!7GBs0oM{vgpAQBl83k*e%{7HEi{iV5 zyVFbt$;58+s>7djFd5`o+$t$J6&A@*RyH<4>#?MM{?ryNwG>bib96F*#Qkt~B)#DN zcROTpW0IWOoV~GkMK0jqU~FTDv+zSX<)fg-rmZ|N-SOJiL&|!{XK|d(2(+4kqnS`XE(-oo1 znX8?Dtw*ymva*!lze&|!OCU>+Ub6QvB`pVKVutXKR6=yPu7KoK>|0Z2%A{i+m{v4K5Ne==34g942fWhSl z@yM?CKIpgRytV7E61vuHpWEa%=u!CIQ}fh7@XsCLo0OInobf2z^y0U1iWW%lznf;V zix-c!)ch&+ZYl3$*EJ5N3DL|XrjYs2XU2xYcIc(6X>((h6w$=2d{t9){`El^fb`kf zYN5mFu(qTmqk1I-=*sllo#T{ae=Uh2@?MF_Vo&T#1Nb53+5GvYfKvO+kzFtAqoPls zOQ5H(PKqM5D~s2!b+)Gj+buTg_=&jQ(XotFGhUpEbG?fkkM-C@#eip&-ilOX-t$6+ z;jD)mV{{O>v*7X3Rp%A0V#mkMixN`5Ojyo{my!x54Me4;hDNVJo$({m_#gRvw}fxT zJndl>#-tHgf0GJ>&XaX1_DAX^tZBr{>ur{s$5{GUIh==sWp#%{4 zCcyzMaW!p;9-GP&pa^?K3diN}DRe1mV;cW7iVZ=4w1rF#TzK;Y;zFG;O9q`FVfUES zCOY&BvbKrun{@He6OFA+$Ly>G>p}3tMn4C7d+kgUlt@g948?rZsB7c-Y8bFEd3zr& zPkObTY_7QaczV|Pt(ZQNa#MR~An56J1h-Hd14B{AcOhu}fbSzN(F*!#1?6X{yEB>QiFXO8YL@9kY{k^JiCmL!Ao%5ZnlBV!`zZT%&VxhqM^~$1GFQiOLEh*6 zxpF77M?FiMReVILplXJ!T(DX7nKf^7#vnK|-BfOV2!EreZTZRQc_Fp|bmJ%8W21d^ z0#EywG}r>9+1@qs;+q2Zmw~Mby?c)7Wmn-u*Sg%~b#c8o{lF9P*dmczq3gefn>*Ry z3d*IycLnit&HLxz?ySwPIks(%s+r78@Kptd{pT!@#PYhov{|~v7Ns(W3m9H5eix|n zNpvq2mxp?1Q9}kAsz&9Lf21-(!p&U${jWbalxcGD^}I}(MwJKp}j zzP|pu{?^v_)c)JyhIPz?7|CFj4EyEQ_-o@$?ggR1L+ZXy#j3eXk!5^8wFi^(Jv^N& zf-e3XEZFpYLgw(15kCDZz#+Px27$!5dS|8LPMF4mWIHV?MSu6_re#=R7YPTl7uotMD>9mdamAJko?Xy6-nh$bU> zrud1XFCfyaCgf0){LmII9%xE>cmrLqU+>TEsmN?(`IC?TdRZJ~X-3_#OnhiT%~C=XAg~MT^Bd6eOB?(stk#n@Vab-w7{(R@`&mXUrf5%o(sQx@b=RC4TF7j|G_vmL@+w<0@>rXh2{Un!&Dki^Q z0hy+q|2^RR9$oRtV>0gP17n^z2QSEH%kvS@1?K0MYKv2<{bJX6qar*x2CmVR3l6bF za~@6#pmb*6sbty30mkS{@nE;`S&xY!vp z?lA=Cb`gakQBUq##(ORoS)m&#zeU@W?gX@Jj(2xQ)B+Qu-T2J9--va8OytJeJ%uUVfcKXYGCmWbJ2_CW8mQxDwq zj!dO;N0G|;k`b) zF9L%(eCY+YOo}`nDDFHV0!Xt=bF))BE2#^VNE2q8t5VTq%Y>_uXi9R=!!e?h;3{JR zYA-`A>Emj~R6uzj#BN<1xlilq*!FzrB3%-H#XF|=99`t%CCBXLO$v(dM)nbJhlhw* z+1XK)KIsC7iNN-&jmZa10VaM2;)2Il=W-W9$gn5QOy?tjswCDAvXj(QRGyxPJ-IHZ zuAa049R;$vqj-sUY{pa#6t!CGlhy9NX7({yYv-9X^S;`Uz(q1gU6T6B#fkLl2Su`ux2lBbt$tyexl-T6ZNVTm6b z6AHb*=JRpP7DT*{KN7$=iEft1xQqYsr;PbkCGBCA^h-_5sk$j$XcIJ%ss#1`w8m2V zLAfOAHnx&8rejwUt7=4 zyE!glLlgJT<*7UU$I9h_HT#SZMqLY8eAxbP6ZnIKz8;4nt5Ax>*UHn}udjmSe(Tpv z){fkuAqc)rs5>QJ)0-}&lz#Q2cCXj77SjJM1O1E~SqYEjOUiwi&FRXS2Q{Pn@Dng} zo!KH)$|vHIq6d%#wn$Iyap#`oDlF4e&Tw`j5tBH?wHu})HDs1AWx}hzM(i>zHS7yo zx%C`#4P`#y}&Q#Z=^LS}IDYendN(Ft^KPrVrX@R<@@YM9l zrc>MA=Jv8;mgVGy4Ev*i)BW@1lZDwbhxC5?GWTjf?-$YzFatHOCo&_HKcqYLZ#m;w z;MUI^Xuo6*cwq=~2*IGW$eGJPCZcX z-J2-;>r*+lR-{j=$xV3W)qXK^kb7HD)9zlw>QNKYC4U?|?8aKiLM!BeT=($RGrg4V zt*yYqF{y_#27;+kXJ^TSs+?#ypLEB$>41xaiA*=!bVmn=QE#w8^*KKl(KME-+T78B z5vlOT2p`rkTL>d=Sjm)*fPr1BVE{gyxnh{Lw3m)U_&s zw;CiM)}ELCccC+Cto!`WcnRdi_`%_!WBuIiUx4A3tjOQ+`_G?i%U~(3@b%~2UBbsQ zOb1{%8D?BRw`nN#n<8hmSMFrt>Yv=@5eNgWtt|_vjqUBl0apR-5_%H|zyO9xnu5$U z`7j{c?NfnmdVx!#@J&KzjQ+$Lcit!{P6*bM;B2O8vCmRP@D(*F&+J|X+M&fOzT8mV z@~EH*5K2AztL$%8T|hVeM|Ju)?1^AC_XO$4+l!X2*($VAvdF!iLyw}r{=~|9x$$~- z16sloSUA3BRR2Q{3WPvWl8PT*K6Asob$B@Z67q}r&ac>F9#{6oP`4iOPwuvzxdX$xx=Hw26R~+E}o-)^4We#2!)qE008Vx|2+J%o04o z;!T2o=#={i6Qq;a>lZsgTreuPlAfRj3!!9mdseOBQ2&uYdeQOrTRZY!+(qm<#nBCK z8(y4+<%l~JK}^ktICHrg97+ix76~^A>RoS6lPPsI2QE;VJeb;43bmU$d00c0=|;k$ z%N^U5jo5fi|V{<+$y|eT*G_1`2$rP4`MvW$27PA+A~@pI9jVNt4ga6 z+@oDdRtz_`*kEHL;i6yYwT)Qig0@hq(yVi-`gZG=S=rgl79MDzbBo@=VoxSj^pee% z{jz?~G74b|ZPTrMX4&`Mb6;tz&Z&<5dK<9$Z{V|J^h3FrYq_tCQdJUb zg}B*_@>XeU{CX!%o1% z;2~!xpFkW4d>?OYY#c8)jBP4cE+R8gS#3K#%uAyUV5MNIw6t^CA+N3dYbtJukMcGo zO{iK-EnrR#4lgPm*!zveV!dS_!Qs06DwXgADV$baSFpRs8$G2?HlTnw_wUiWSDOSP zyKlvq1XDq36QnxpdzNNqW~z#xH5|;(KPCb74SS~U#{FyUrNv|}a3(PONKyglUOo4w zfPrOjnz0eym(|E9;4cxT)K|#XGNaqr+Bj_kTjfv=xD4pQ?Sp^)51Tm3Ob^?168TpX zwWCdaZgL2?h2cK|HG)=lk<^u8qZg>(BA|+`$wWn9wfQuxK$_Dh9<$$7L$ z=^pVdXZd2ripie^dS?82Zr^nA<<*`aE9xAYULJGDws{B+i&pQZK7Essb}0=hB@8j3 zo~@}aOI?;x*UDFL<}7tnVir}+7o_G&jI7MeAsj>2dlfoj6vewqHlh=O!$f(p|>`bd=p5J5lwGWqmYT5^blVHX4@8yOp#Cn7TBR|*^B_SVRbknU3 z|1CK0V;N?-{@oFxU`o&7wiPgNn0Zas*qAjKZjI)?le5@T1o=`3GL-zPg7ta0-ni>Q}a4q zfj(1RyP2Xp&UJmF=o@B8(;uJ5zy_hC!S)sG*u;Cuqvspr#R6%&ID*xvwGFf;wzscD!|d`fnp${%{o} z0u;a1lm4zQvzvFiT#V#QG72WP$=-M`MSJ#x1H+lWujVi9Cf&gO(bk#G&3k9BYju#7 znVXv&WYN18HRS&#=XjI)K?rHlz=@OVy?eEIVIeQW*xKyYth1e6qhUhN(gbL9Zfw|J zGy=KU;EEQRx~Gaf^u1^@u@Y57rnExW?9SgXj=~kht-<=|oXB=N6Xd=I84J6422^S5B4(|y+M~*5)!?)ahjW7`&dc14N z9=RX+KmS!g{SZ8D&H4$39J~zG-CGzct}GLjs-XWIb?7&J1A$bGR0vXaSgKx}NgQ!Y z?@j}ZS}7B5>o`-)93axFD?qQGAv>6iW&S z^iss`3=@}cO|IyErXxtv z+6_~T7@bNCQ_x)Q9nPlUpLl!xih#jqR4o4IfRu773^GvgLjOY_N6T*+B8YXSW5kPR znz-ub&9-dwKlvFWMNLLt#LWq9c!(K-=11j-GE^1w0?3b7FxCqju# z#J$YIuD6w~^_@iZJXTuL)JqN>)Su`fSVLU?8sjIX@JEIx2CDJ_$X49Wo7yI+?*e{Vsxic@`Nr^u(O{dLeXyY zrEY()O(d>_9tnmf7sAl*USxlm2r+s@q$KZe^7lxA(pvt3LYTAT%AH9o`I2;)jyrFU z6wcp+gzwSPVBr}x+*p?)qw5Jr?u&s#7?+9WAPn-^A_Yyn34<`lg8+WVod0frA@B|C z0*Q-CotM{l;r(kS{2xCmwn@hVqjpv4o>e}@y@+k_iK_JggL>dG1IOh-@iIg% zU*0BLJSXq?SY_F0Sb)>Wdh~c%>lr68BcxeL{Ed|Hgt$dZ@j#9MKbs7`pc;fSmlJV= zRd=I@4t9Fk&)V1{$m0kg4f9H>XmK}z*zZkcAKwF*nKI#?dtrZ=^@Z1N30`1|?mTNASUc+B3&Uetx-s_L2#N<_n#x3EwXMy;GHoKRdP z|5W1{=Sk}9<>JZOWcRXvdj_PMd*r(ya|l+iLP$6MqAfQ-rG4&d{dL=V>0+n}N-cQ7 zzVdizJCGE6KXvfkubEuCi6m|kNYv-`$br(9vRY9yx)U>JfB$s)Mp557!^@NGD<8cS z>aB;!FlVt=z=mQ8y!V$o!bm~Ss|U2sn#WWG zttd2n^}qJNxdy>8;4IPLYNY*9<>u`it@Jbj6a`Sb0n>>vC3!H9kngTH2bn(E0_y&t z=wMZq0Q2}cs8|hECA&Rhdk3oE|NT|%^7g}?Ce0M<6B{@eGo`ZtXRR)-xEQ(gJ1NT} z;f}cW7>8?46kmSULm3@ysqFiJ{+)P{b$?Ws%F4;f$;f~oOBTDno$l1XrRW=6SdaVRbUC*~ zrwzvyV(XwaSSe*AiR@uQCfGLL9@do8x(18XtZCLm1GRD;+UxIRrU^xY z2ioKJt#9|?F|<95p6E)!r~O+OPQ+%x?|M6Rrz|1Ka9nfB?MsaP5oAY)|L z*`SOxGn$z7<>$8S(#Ih?9t4{)-!rv9dpTC>a!9gjdIU{xeIFw;a`}O*bS&HtA3gHp ze~mkn=eK-LtYAY!M8I&3*oC<6UUTAKQo)B?j~we?(q2O*7JR*Hfp2PPY`vUmKNp-T z%cqOVrBSapRbM^9JV~thjqw5f0nz3bvR28?sY4%v z2&WuD6H$;m+;IHV=9ffA%+B__KgO*~W*8dS!hEz9qcsyGqxtOB+c^zu+xkb07AWC? zzCg#_!%yD_%|@GiUTtTVlW?}UWA^;AaJ&&#ac`@9+w+MZ@TIXb%ITie#w zbh>qb=Z-n+G-K&?5mHOclUxOLh)A4*EIx%(WSX*Yf>Nx(EPLMI%7AYC-76qwdtGwi%c@u@QFr&= z{pZ>r)7~)JwR%vd9jP;i&E}-J@v4YEJ5{V)d45N;D|q^T{RG1VY=Zyx(r9#4ajCuW zGTVlYm=+@Kd#_9M^QX6nAkH2Ex0J!yt-v9*)?c%qd@s?$YC)GT5`Gl*lua`TS)TkC%(jvG8+A;d1m+SzV{VYF6_+UVzZ9rJvv=12+iJ`rtO~>1# zZ+D|d7FRm)#sKY-qe#BfbA15*MNOOV@y%{jrReZLRdj9|xLiL9I(4s}1WG!%ies5m zi`TZSufLaHyq<(L7iDh2+x%oR*g+Jb#r>^E;ZO_Y_8p&^zQGkM85WJGPV%g^4rlMn zztd6~`y{|dDrLaR!s3ho;a@!~A(J-bB3#Iozwt;1!PX5_-3rlSD!Vx_;ez%|Tp zbpQC?Q<)0G0L#c5ZY0PsrB47V zkFaZw#?QzQ5gbLNU;Y5{_ctlhS(u$L$vdUo;^J>!!EH^z;Df5p;TtKUsd(YYgkZeG zIDyBrPTRlhDws{GtL@8?=rLI86n>sa1OY26N7o)*&5sp>Mh({wXTA%o=ZWguS)d8o zdp_)7nTEe@*&%S!E|k_@0bcLa2K_=b7Eup+{I;6|KNn_6S+ja;j7(*U_6T_2A_4H( znHl?f1B)SVF(oKHl=SkxO8AUn5*$a)3-`OsRrL%qUA06?;r=Z@z>srN!gy0?5RDb# zx_CB9K0b@bQltZaFSjLBV$1)cVq9Gr#CuEjV_)d^;^u=j?n z^V-sp%0t5ueEDSX*aukB-!p=C)47G@1n->9w_7D=38A=_gZbbGO5C)s+z)TP;r%;( zO8`PWOg$4%-f~11vElFBAAmnLL+=0fva&A^CXuO@+ity`psGYh3Q=f1%JTkIt)Tv% z6jIeG2vrD{gWO$sHY#O3gQ+aZczBjT&`m~wBVUvO*mT!BM6?4oYLEsffb)XN3kV{1 zn_O6?SPqW6X5dWPy)`Flchvbma<7?=D3`~rxx4y1BP*~++3myd>K?2|fQw6|e)$Am z+h|;S_8NpijEoMq&$&Bc@c3C~VT!La)$=KR{EL|k$coM20AF`mxfh#CtIbYipVGd$ zK%DD?3~faWoK_)R!8EHxoDYmL0KHnbBwQEs_t|@MB&~Vtk($8}gI5Thn!&-DElZS| z0XeY7DIwZw>5(34xy+l$%(>atz>5O@!8P~dYcynQ&t=$$&e9K~YEFg$Ju9gxbHRpLVhbm4^PNnMMcdS`p8q*}h*C zb5+bb{>SM`^)ZY8G;HOqUglKx!E3v9Me7o0a#`g^MGdyV+bw4`bL>dv+uy;{c+?B$ zl#uYQRs>f*hk6wF3j0wjRulnyB44@bsmch%;}a9FK@tg93%<#R_3cA@KmD%uC&8eB ziaLQeDTenO{K=ZdFUilyNG%=h6%-ETGf~@1oNoq&Z^zeS)2fOSx#h(PTTWe2&KO9J z@bf=)tdvn?ClB}i{V}@y}&LPEeXp1bA1F2vUFQMRg z&K1G>(5>}!Z;(>TBTm8Y5A3fO#cY=5Wxl!16TVlkWV3p^CdkO*hq;I~l2!p`(X$G& zrUf0RQ!pZLQ41v20j6{ufMf9$xT)asmx<_0Z5>FF-OW!P&X&stfsjf2MnhAEWDzU$ zio%A;>B3NL{cu%}?E8L?p3MSu!%LZe^O{HNm!AH?y!AS?3R2bxeu2O5i*D$KYhHt_ zF18p7Zf|X&9`KQ4;GKWmQ@!VU=c8^3-?2)DE^l4z_#MxNyz3Qup*H1*C!cf(m?6ui z5lZ{lWnfq2H8(dmGzj-}xon`` zh@yd;9zL{V7%L^*)_pixMIw=>{ zQ*O1N&B&G4Wl#s5i$I_g3)h_wI@%kf!IDwG1kHGZ)FrV6eB|%0-z-(_=}$EY)Rq_r z_2)C|cRL+)!Q>wPp5GaPCcGLmJNx4rXVQNv?Nc!Cq~@q{A?1zdJ~93JqI{q@oU~ltdc6t539HwK0rPN)(9I}wt5G2JQ!;>v^7zM z&M)ta&6SyK6fXTQ3jiXRh;d657;Q3vWlBc3y%K+?XH)k~A_O9Q2bL=jU9D66!-XIf zWGKm)nmRETtQSRo=O80y!0P=ib^E2S%s;N5>j|C_C>6V%z!Nrx)j&)vdg)>U+w}1K zcrMU;JF`0aIH2U$Vc;C+)ht^*HA%Gf7Tb0U@wrR1g;j?FGIEwv=#!mO!LtvZ%XGv z()lx?A`>IO&+~{g~lb^a&0kO`-;nb*2QS#jqgaM(AeAwc2s0^v49vJUyBI0dJ>oK}c z9BQ-*eXfmUoq&9kAx$+7d`csA=w#QC?IjO$l;3t-m8k-eW^xzk8?7ImX<*pY?j)5P z`#0)(y55kd!#V&(!e9#|m^&dCURs=}^ciXg9(}lMVo!R|aj!=07$S0P%}iTc z316}&2|l-{PwRE)XY#cZAl}M+ipkhc()lMy5k2jEmljN2*NJiY(e8?B$M2x4{g>*t zKeyNF0uF}m<-dYOBEEJe-G1If0I^JZUD9nT3<(xfi-4+){c2JqBC_zW)+hL8Rm}*1 z3#X%JaVO`FQj*w~y;T=zxF(E(ztt;a=uWIXECTHGRIWo5_3~`5LuOB!iW{M`KA2C~ zS-+?=GIOy+?yu`i)*i`j9X@ou4h9q*3~?)-%{<{w^;2U>v;)6=Ykkj``$redU_=n8 z(&+G`6C#>`A`=J%!9S4ZQC2opY!8$CL5A^}N*i_d2EiPiTi@Gq_!4qps(iQ&ph{{H z*9SudeCyhgUr)O7JGNH;lU+Q6Nj54=$>k~83ew|IImjcK^)7x+zD9*uyL4uaCzVdy z+Uf6immb>luhrM~h%Zc_5LCPuK5yuZApfLz>xGJ-@Ub)m78FT59`F zeA?BY;{3v%GOsoUb3j!icM>cYqHBGxU??T#v3~P#vo6?J(@N&!sL>`g-nV&%t6Dae zt4G&pLf;N2Et$usX8IZ-ZO5NuPjfG9gUkY+diJ1tV%l>yOq{Ipa#m{E&hUW}Pb$Q; zY1RObQjQQ6;Bj)=#)4Dqgl)R|9a;>?x${}fm)>sHihU9LlM*R{*fL5)9nH&H8#-@| zF4GYQg_|b(M(MJ1(=i4bRwv+~dZP3d+Y?5Umg;@fdMo0}yw7D;Q-SsRgWM{vTgeZa80@BE z^q~ko;fY%XMoa_{Rz`ZrWsy(=#T4DVaX#baLFbk;rC-ZJ8`+(_ms$S!i}r)NM29t8 z&J}~-nwkqsM#1TeU?&T{h?@IqA-cf7r#tun5nP#&@wgT{wJ9+io105(=P^~+qwlc4 zva%vM7hqRD56;MqKL zIWu=*l!8MUw?~ zJDJ97D)??YISOVJNT*RvHN8P80sUOAb=#=P#a0}5EQku_<&3!gWRL&JXNtPVCak2K z>!L^Bet94lp>;rNYXsPu*5GzGbMAP!x|3_IksYwNDe02}dU&$F=Y2Be$qM{Hp`=H* z;#ytNW39IXKEVUePMeS9j^~#*#3;=vj1e)`QCb817RgO#v#oA&HQ)FSJoLnC53#=Z zSlOVHMSM%2+||Zj`}tt|^F)}%P0l=lL4aZ7UjY<2XQfB5!$rQH8YR0SKGmOj6ZmnD zsOD;HnNEo?*=d+OORpx~#n9aO5H352E%M8Q$OmP$;3l?adc42(vV#~?2Y_s|KX9k( zzQQod$gmTC44(yxT(IFfsuqn+`+NKR`jhCRESIg!2RgZ9-+WuI=Y9XW?AgqELpdCp z$98bmIqLi>nV5JMhHq7V@?`rl;%jaHE^?3~#-i-aR2`OpA=K?~$ZL+3om~c}gFo<> z@Y|ljX~i;_v;xK#O4wpZMuUy9M9pA{>1hZI(ZABINT&=maB!x-dXZJs`0-OKPiEyE z|27s%60Lz^hdj#PR1J3L7egEV6YD#e+jR7|ZvL&lbtoJGC1O5eW${wh;3C?Q{H=rs zZyC7noQR`AW&t@Q*)qbTFla>ka_PSP6?cQ54DP2Gk4%M#{s6NDa`f4Rd;sN!^}H+DM*(K*Dd9Mm-)$1I^32E9VcXpv6?|(YQ~;= z`nc=wxv7vi<|xV3XP=+=i-t#zIW@pmp_Tt7X?b?>FyJvl5<>9x5Bo zV(hHFq(odQ*aFRF5_mWB|+Z#YHZ)pB>KcyTBQkk)Z`#o|QWJV&S+V zwltig9=#sG3U@oaUY4tLW9LL;$pP%T?heABODB;Wq= zLkJJ%Or0@hzHN;>ceWXuX4c+rC{V$=16q%}^Yf6AXVa?(Z;et`HaF2)>+9=xLH}In zmO_iq9uw~yvg@6Uk7oexZpF@uijnlXNMxBD><`?R;QlKM;r?yMOE@8jIN^jREb96IPe(XGi0XiCBT`> zvK89ieCFZfB2N}@iW!@l%6NFc_HG8g1n-sAM%zu`Anu*c(C8IdJ6m9T7k-4HCJmDv zuCAI#$#BH2a7E|TOi<+hTU^{--vv~O*X714{G^=(kZ1e~^yV=?_`~I2Omx4kMLk!F z>t5X7C>5Yk=(nmC(O2cSmaOhDg)_$UK7jAJ7dOv~gyzlx^wv&*b4D`}CMqtMy%`vReJ^Pl>lcT{z`Y8xcC zI3rmivZ{p`vBl^!^j0P>9^fUD`iX8|lvUJ`sV<{ZwPX6;pyMZ1Oul@4VMM4EbChX~ z_Aq*_&wP%VMZtEa;FF4^oIS9_IhY0hK!HC(o?<5I-{g9e;NUd~oT2#!h{q_gKaRz! zB-c7*yw1n!gN$Dc)R4cs5tLE84r`&`rQQ7eGVb()4orq5&NiKjBrHcj>WhbwjD_=i ze`=v4x_pt=Cw~MtxRwRK1nBhz6v%ns_t2<3;kQiBYYof^@2VWZB;MrXu|KMr;ii=-lQVo*MM{vi zQCPe$|K4pYYxysGw9$)(?W}FKk%daL)S69WiYJd6g)}Z6Zm*Kc{HVY)KXfOYT9}$^ zy3N)yOzKOSDSe}$D6^hpL$*z}gNCv(=WJ{bP7@2(h73Qy)%0ktuSDNCo3 z;VOW-@l)IX=5xZP35dtc_3ll(kEX=z3%GGu%T{ITna%uBQ$Fe*d zmEC?aUVeFb;y0Yj*Vfu5AOEA<{}GH*on5YnqQ!*Edx1T6DFZVdFKu03R`#9GcXz{< zE)v_wah(xY?SwZ!0K}$}-i05RrVM>2cL@k`GlpPr ztVRZ`^TS#@2uH=a2TPpuQgQEw9i~Y4R2c^2H=!?TyteQ(H3GD z=bj0?_#IuO))Gqo7+ILL^+LO*c_9K25UEA0q9QOGW1YibRbFzAlSLNpnZgsb7XmDrj>P%g|5TE-{GQVX zW^cXfTrFGv`3Lqg=zNTww{_M=EGIc3GKquir!r3F%O8FwplOo*78D zcUK0@%H`PJp(+(M=fxO~l&OtHh#@|i7QJL4t5f4l*4O*eDMG=T=6T^u1+r^9|8BZr zq!_4cf3)mDl10q}qLLz5Co1~(a)9JgxFF{H`v(akc$1P{WLuOtvWrtVhmAuOId-p}P`)Lr$P0)CwwFAy}bli?&d0v;`$qug&~@4xw%ZZkuG|SKexa(W3;0+14chjFQ?{FdwE;@ zmt?`eaU5hA45r4mh5N)`h(4@&jKgt@9L2l4 z;H2f$?sIS*QYBy@hy?>q&pr0Qoj3rO3Yd}_-n$rL;O!4oYnXWzuZ0yGlFg{sehB8d zjtR^zNwOzk^-)L}|29;!h6-H%zx z3>J?4v*`(NOYYL>bzhNelQyZV$>B$p7&tEQ0v{B+^!QmnY=10V%h$t4kumdmPy5BD zoExTK?5l`pt-gW9>BS@CQ2lzuS2%elajr*o7{~4VZ^~nqS|zcIKdqC^Ab3}|4q?{) z+4}ge#l->?^%>oXMt?6&dtFd&fK3*RC9#`(=r++Ux-zkB)1>@#3ks`OA+OcE#(#jrYZc(%2dW`u2@}piBPPf>1d#Wx!+1wGG zY>xV%PuEER*4jGmVkzVE35n#R9MiaYu^ViFP z7E%ke;DCR%-by#Nj)X;PqNp;3uuER|<43Il17%1Hz&a5??3_RU@OJjQ{M(%x)K@jl zM9W7LK~M-K(LzXMCJ=t@$(85RrX$sak;p$QQhwH;OhUzDv%T7pl$m~;Gu+d{c9F~* zcU)$NAe$GBBz=gh@98uOP(@biPEDyRImoRYQTNv_%TI5%?K!;&KFMaub4xD3_@Vqa zLw=mag+|N0A%f=dK1{pV&L;Pq44XPguFxI^mXB>5T>|7bN~9w#&yY-z5BCi|cjjw0 z(Pi_4Y-bf!&Cl6qd`&C|LeiyYKp)|eARHU3`@NUbesug#Ss}W(v`Y5uw0lBP?~Pu{3bQ&ntpaeFHaAbc zZJQ7G!^a9Vx3zr<5C0$yPjB_5Z)| zV=L>3564J|P*N->=v6dEfWrHf_}KHa@-xy7xnR{}B^8v7uQ*+>IU%QvB6&#P0F$ME|DdTt^&( z{ivks&rfo^M-@kAY8&d#>H+?N61TO!)cklU=9j1XsxB>I;PE8p-PQK~JJ|q`y=ySy z>!yBBSn6^vM%4?+B?iqIkbyNg5BxRxmV5h&JdnEziW+BLN?3ap(gO;#vaXo!3@QIY z(AmuThz7H=`XP4=RyiObsFwkFly*Nz_jZVikr2Dnxmyib|$wqYdfcCRKa6dWTf zJPCYswm`5tDuwW*Rc@KeHLDbbe{99J&b*}S1K3_RTTkIksA5)$0>Ze?zRQf+76h>D zE1+S>QIRAQTI?J#p8ZQ;=;7m_)P+S}a`1BtX=F1!fCZgxO`;JUzyF@?g8;jC_PfP- zPPIAQ$ppv2f{B@#;p^1+ZHGm!$bbZNcN z{^d{E?!Mu4fkUfSlQ%=Y6L+Wz1?OBEwcd41;!c2H52r&^fOgkZ)235|S8_m@@7&?r z7;fV&T9anrA(8(kK0=ct=r_8hsq{+Pz6`|tZWO!S+s=tqoW^mfP{jeEHAOko*09WY z^s`yoTaQ;d4hr9f*jJ9}pKWxV2UU~ie&)9j_g(bEx=dTb{IpiMmFS;<-3H}kz?%8; zGfY6#aee{MDHFGfQfsY&AR_$q#K)(xcbPlp?he%e@+C?ElH@_>1KpR2>0k2$ncO|V zBLsJ#KCsNC2!qthGs`he?$pLyGFKyv`(c&Woxfu{pIo$0yDl)RCp3|x2>8Rf)!NQ- zJpLp0n(C*{r!B8;u0~+Ryrvo|9A|rns0mKjc81=I|J@!IxCrk^`C>TTz-P-^bUZ4s zc~rnZ+feakV{gy9-YiN%aEFRoegFml$Dby5ThjY2z8e0@3oV5Z@@Opt?DIV%u6+2> zXH*-m?pz`C;a06#IhedgV(>4UL${^gsJSh?THK8OEN#yW!?pQfd^;xtW@NjxRU`?hA|O4|E%(MQ z{75%vBrsO+9ix_q09SifI2;(`^beW{BXIb`mXVT~VOLHP4LYpP_`ilGj=Y zC_-fwkenN#!e2tQ;UA9TpKD5{D++%E;+e2Y^WFIe#;fgjF|SV6NM;#x%|q`>XNZQm zXtRFxIy(u{n{W8s4A!;Js__3)VZ+!$Sc^^g(?IdeyP&H8XAObd$Nud@Hnjg9lcW@O zjpsbTk$4fYOE}*o)Gt|;0-yZezz8{HZ*6avmXR2YZF5AI4L>a+@ZUdVC)wm-Q-I<_ z@>w44l{l_&kJgr>pYp5&0ifN-cD@1OY-Ef}^XGz{jFPW3o$?RYyxO6GH!Z={taqH6 zjp&Hh+nxkm)`@4LsO`3pxl#{$6QSye@QH@v`ren}c%)%>=ZO~6oU$r!M z4hr&;%^p!HRHz;)kbtjpBsz(}${YQ}3u-BukjkbN;@KfryRP8XaEk;-yDh0P^_9vQ~ak6JOtc_-~-j^e-eW<1ElV1-#FV?k5pS%Kh=;J32w2o|}i){+dBy68|M=0)H{a^+clKqfhuf}I3 zd{1{~c1L!7W$s11=Qy!ycEeCa5{x!g6XTdr9RR38Tbrii#LWr17bUGZzzgxx$pDt` zPn{p3({ETh?(0?mujc)&$jL&d-x2Wv_UN3PJ9hOqzzJ(iIyk$yf@g9t{PGXZHM@iX zbuYY|b>%LNA64e?GxUb;KMzk}bFq*O}{PnUs4M}`Do z9FvIY1qYHuJh$zWSDh^_j0ppyYNN0f)(o*v&LyTMCMmYs^%M~1+boV1#-K86ff{l% zf*N>HQ!=fx4jnF^vhE)JMxr<`NUC*4ItN zjN$MwGafHrUmJB*S@_!s9dyd)JInEU(^K>Frq~9FbVf=NQjuQvJP%%sv@Pd;kf}a~ zJ@q@9;wbG=BCAQkpO1dM zC+de;WgIxM$BgcCFbPGMeoWF0h3Kb7FrX0336+bozPeg=>yriQ24T9PRy5JQ zXj;7WoQK^Y?jaoWfKH%kKsUbseCKvO?696kZsUv1mPm!bc@J35l$eMJNiv5axZ8 zYSsbK1f76y=R#%POt`nsx*Sa&cLj`bQ#?-P(AEXj0r>dTrEe;khWwy88l}$*DQrb7 zQgr%LIU*v|mdcMBm^^QEKlpwCULld;-BrOSWetcziL1-~Ysr|E)z$D4^rVCz@Tm+J zM6dkVPSd&1U8)H0zhRHQf1^-~CrKx)^z!OMC0a1%8S3crY@rP8)IJMUR4>d%>sc=4 z7*|aze)0U)hzSH$!N3Swwi~G?WX_+Wv$|DB&-L$ly}?B?5M>^6o~pCGB|TP@;@S~V z@gf?=Q2b)u1lyo%2!PtwyLPo~5jHptD52`WfCBUxymazoZ5mnk4d*O73C7B_vclE7 zyy1_oep?r67^Y$j_$Am)hYJWHY(p;f)ck~OMV0p<5|WY%wB|{hC64VRJOstx`}&A# zRv=4mhsURTl%?~k15w;v4JPGI^QR=TDw!!(%?ncdagM>)7gd$6_IHAg$7hDLP4)7+ zK%30WZs4hX$myoemy(ZPT5jbmF3kJwzmp3I4)FOWSR;;oWz^sLW>*MQ@^=PY@)fV0 z*OodmCU7Oo49B3iPyCfl=fCbvNVw}x;Z7j$$EiFiG-x7Ukw%Q$wa&YDgAx0^W1SES zX+d=`?3H6;|Kv=w4~cDx@E1H-al|+7_)qr{StSVal{`qOuv6WTXM8wSxu%;*MD1xK zM-C}oXo;g^>Ei_j zqehUK{dlvmFqwurqFteLao@S(RV{W#opfsdtTgH_F=3`))PO?6{HT2+_T{D14~}F%BU7X=-{F-@|MIB(PI1~iG3Lf5`(x`fX*W;!+rZUR8{72fY+w%Ns0uV zJD*!rK}uMIK8IUq)PMghLS$#$`?s(w^PzmbXv4|E^Lw8P2PI3(txpU#zi~3^UtFmR zkNzfzZM&`#@|81GZ5Wp&zXd_+a{F)R4g~+{l}1uU1VG>3`E5zFG7b$BhJP%Lz~e*- zbr&b1)OvXET0-blxqt7i-#A$?kZ%%cYKIEVh(76htdAo=doN>EUrav^G#W@2>t`^= z3#G-2zNodS;EQ2|e7bWt!sab(U;T;#JO!d~(4?V6Q4Y*vB^5}! z=P8nqXNu)#2<-n5<{q1bo2YSgr5Dy{GfS_?al5UtALtb+Xw`yP(Y%{tj1=v6!;tv= zl&Ox}f;YW%?F?Cp*ow)QKLYf<7d3IXh{l*EOP_*6MdpYdlKJ5P$8%3{$&AGX3gYk< zmpBZr9Blx#I_PT0l*CMWn1O6{(AYk1 z(uf}W)t6prSz2r1O%K*9&D7Mqu;>>cM76Yip9Q1V{(J5(SML{}PRI-wa17P(ssXIr zymu|uek{)jmw1@Up#~)^ToxRwVHb!g_~Fuse4C>DM(jhh-e%alyc`!XCLTWk7$1)& zODf_~G~gQR_cG-|n*8&~jVyQLt$sCBg$-mNy@F0=?B4;OcFwzZ18V=^GHz~AE~H@! zXst&y%y9^Z{cOJCe=8CeQ*5J7taf3(O{>Pq_X1~!s zdDy*A;?8lCvul2N>oeOf$~?ROvPM;ojH8!kIs^li(eFO3N7RQ{6f+3M=%*MIWJgNEsf#zaV;4P5qJghSnff;@t~K89u7r0ciL`K%fh zl^^rkp%IJ7+th~rXN&amqQKDEHkG1N&pxDFx6dv$oJ(- z%jkIXG;Zjbg*`*_cr+?MWiRN(oo5bvwhBn{uaY6s!Je<8_Wu4xRl=&1XuUGYZrx^4 zPrRYnmYU;RI?$d}-B3}+O5Ve|kwce><=q@x^lPg;YRz`y^J9)gjfXEovcqVZi^I5Q z>Sx-BM23$)MG@1?W{SLLxx+>%qs)A(*t6>9O0ExWm(yYN2MT{w3zn zhZrdw@Tdo1{w_Qs)a`Pco!-V!7o;d^ScmT8B(IGr_k-mJ9b5}gm$y0zUNcN;XMD0p z-f_^@>CZC#_1We%{*TN5iXyc6Nek(;$SqMw9!`7IjXnv2_tMk6xEoL{8O{_55>`?G zB&hpNuvq0FV!9JnP2l#OV5=@#?QB{~bvb`!Bb+KeJ^Yc0^^*fGX=F?LZ^^BQXXJnW zr5oCvn9eU21C3MGeHMeUA{v>SerDy^M(pZg$G0fGTMeLsh1%vyhvTc0PN|n0cS7d( z&)$Xnx*E9NOCDeAGHx{E-8@5m^@0qoEZdW@L3+i}Uc)=Yr24Ob+U*T6n=lY=|6H*1qqXqqcOHd~3;ey`@Ay=Ck zlXE7E>~n40aQh(8e5l=z6k*UZGtVh?g!Axa``6C6^&<_qnF)g?8|kgk)ayVq`BH9fiI*={7c zpAa7pv8XoiBIX}WRaPVIZeb%0E9@;C_vCH*uq{Q7|K$T{xDxqdp8|8A8ZB#^JdbU=Dm7ofuRt7E^1<#15cN^DB5Ja)3V5rROX}(1_^Tye z6)rr*@Ygv=)t@e1H*?K+Ed$8>RYRc#DHDic397L71T6dBQoiz9gb;WW6o0GK%aq<0 z>4yZ-t^TEDhi@Vpu*ih~o?_YwSd=@VL{h2_KC*26eoSEvHv^ZgVTqb+v(XLyv@+Yy z#m0WC{;k{HZ)!aBoN3K=TwMEq=i#aI^l2Zz6e~<&|KxYa{4AAbyUz-S^|=a z()TGh-jlaNV}RnaP$TUj17WwDjL_)(D82AAb>aQMPPrHG`T3Dl9UpP=+8N$qVZ{$; zkrHx0OQT4l{_SLCu`bsKljerj`ZyxH4@S=WPoTuwwCv&09;1YPA*a@A5jR)Ac~({X zcAogmcaAPcLGdp-WEEUVR@?2Dx}ASv8mG1n##Q%a1&$E2v3}wvtfPL!A9PoqJp%i` z;?Lf#xv2i|U!1f=V3N9HZX=%p|>H5kzs?#&dkdqmc# zhi@X&F?gfqFdCG5=d?YiCeIXR3Uu9tG&ePMNk?mM=dW(yLDmBh8#uZ*)(_ADiyqwiEoR{pJDQ;tktRBmv%~QMWc_?BYm=m!t!p-fM3& zs^TfW><&emO>=INlSQ-lQh`XcJS18tMm4abX%#i)rEz1+w+=Gvps1F^p%~qQCZgBF zwNySBnv|Efe{n-CD@z5}pfPz2;@~pOqx*JX>mum|!pJB70Z63ePjGf>1G{V@hjv*# zd9OswH+)a7!y2u z$bSEJ8dUUfpD=09x|1kNoJzRmq=;h{u#MH$)`D;1cgQMfag3FzLc<$(0XJ+ML>xfR zyhp%8X7YD!M{A&D$JP*(e2qK2pnZMRfktO%gDIa-Uz<6uzfdA3nL``C?EY?S6M5_T zDD^AmJ|VUugg7Rnr84OyX8-Jn_ihAgU={5$olQ~GBdIJzF)tFA!uddObSixM0+byX?2X~s&*#g>D7Fe{x@+sSNw)Zv~rg2D~*fw>4 z0@cu4w@P_7|E`Px>H8fJfGVcJOZ;*4orD2#{fA$7N!il%(-l~g_(ho$Zm^+{o8>y& ze@FZ#MYy;CmEjhgu>#MceP(HN0y7)_->aJj@9X#KV6PTjX%?6^A>1_u*oKqVEhF2C zqmGAST}>AjHBGG{+`fY~UyWL;CZL!+TkxYI{&oho4<+!;_;H;E*+)z6Wr({{x>lY! zSyjh;mxmX9fBC_5QX$JG>9!|ks|CN;wAA$so01*M6tq13k#CL-@5A79Yx%uRgLb^J= z&;iPKl?dr0Uo|t*CHYM_V=-B+#3z+vVvBTHb2DZ^7wx^bcg39fgsKPjkfX)4dB=M( zVyzdXxyN7PBSwPH{tK>!bzH8`R}D#hKDj+!DShBK#`B|-9-<;mJ+kQcz~=*Pe9vkQ zwfmM|4_OmeqK6{o;E)v#9n3yT2&pCg(OzQbafzaQ&%_D78vkMVmq`E z*!%O}`#B$xzZ(1ySxE1zc-NY{ydJxo#cSO&92?kfB%Q&rlOsb&Z%O;7BSi3#8zRsq zIX2iS^>ys@e8MM+#u#+t%rH?aL4Cv!IauO>4J^%0M2jnHGg4INsWP=ja?? zs%j2kQ@#?Qy)06@X<@^wOm+-MrFwK87$~8zRyJiPvNGA-ln#nwc)#3&tVpnsM}nzA z0miFemb|*!=dPwyN$j5A!ayujTYH zIs2SAs{YmR>co|kvT03{HgpV_oMinDKWmpAwRvocW0qmU_)k-qglP+P4_Yn$gf+i0NLoFXyp2k1* z@M{z}YW3^Vtj~z9+ZEaImX^TZD-B9}RrZ)KNkLczH-i2pd0UH%q>wF)LUAnJOn2Qu z!@gS8B8BL?eAta{YH0o(l+QX6pvA8=Cf$$d`q zB4`&{dUo<&5lv_kXxaLN55y09`gDwumM1G>?5Lp2BjQ5V39qX;;UW92xoTRXX%*>Z zChPifDbg@-a-+Yft{&LcvK(Jb95FNdw9eyq`HHYmsH$b9*ltP5RZ=7BETfH_5p0@o zOB~h9wp%KTN!OWDl(3i~&z@9-F<5df2JE-n-)R#dkUQ?-j;}%R6qELnLdvVXOkKqQ z?(wtW8|%HiC(bjuH#3CxzOq(K8F{g{XQ9Mmo*tP0O%JiH8`8&Z4QV%+fa6!IbP^;) zyaKE%ZpW#7$zUG~Xz$+Ia>O>oyS**i@)ZHQGL6Et*w-{)g0EZefZh?0AX%0>zZI7J zbeNt`)zkRK6b|x;&(FP#dC|f z?3~Neo_89c!tj`MIC zaw?88VZs)aws9U>iQBIxkBReU{LSNW{Fw{5f7rdDzz8{t?%bTki!v z4fiA5j_j1makED<#USGUR7uycxc!H&%mhHediZ^MY|pxKFa*{|z;DX?VRFJ*2??dJ;(6Q-A~^B6A%!dKc-!|)-byYC0%;yB9QZ}qFugH!l< z)613AlFHbL^C&p}+*Oqv^_Jl@E^A5UP+P^X3r6h%x0&z#Xvoz{(hR8=o z6gJQs-F!6hD97R#^N|Yg%UAH@K#!u_G_k3l{D3}eu>qb zas)OF${V_B$9CA-Oi9ha%AqJf%HUv{YO9-q&y96~@+PsB4LK0go(o4Sijz*yiUDH> z8ZAW*;u!~rCuLP~*MATFua>$$Zu$w6Qbo!xlJOZ>hkD!#8dDDPbW0ZTHt3;rRim5wD$(i>>Wu*Hw|W0*Mar=ZNxB<( zb9gusE9L^(^6zsg^f^=6wOPzoF{~Jtk`;#0S2M{ zz|G5ptvAAUGR$Lk51n^>WkzcNb@Ifn7kbG}2uU}(x!kOmJ)Cux-T}BjXa;+27|$vM zuqlMC5xS}Wo-mt&JAFu4Jwp23*l>+a*u#6hg5@}=;hOO^2t-D!Upp|+y^1$RaEF#7 zZ8)|5p2qW<-$PvQjt6>69AnyiFLoQVOJ-h*xwfCsu~$wzixYWnD@JFmXHQN}ws5aX z(7k1<*oW z5$z@w64o8Z7@V!?v|85hj(swhH}@t%*;9GVY{uC_z}e1;A$HrWsub1S*1{1BGLv=< z5;8K!VZRO!g`?k2lAQHQ9Q1Z26mZ0-J7fOA9?-a!`!V_g<|@eFpaHuPu}h-!Aa$K- z>cf z?EYC9n)wd1TfaVTYHIyI2(S!DyfGa~vYjy_m=nr^SZuOCtFHi6Z83L&Wc-lM zlc;zUPS5Y*4A5cJHp7TcaTAwXxxWVq%Cz~LOg0$Cp$Lm_h9kx*N?CRFCHLWwC3!F1 zpC!SUhq$s>vWDKm8~rk49y?~~BiZwg&c(1cq|mm}H=k{bQaa~TU3#N*7dqu-ve878 zV;owoG2ezuHR?rCFn1_!)55NM^3HtV(62g zcQ=MIY(}4EL#c~X=vwQBIOT0BYH}d~>DJ9YqYT#N&*!jT*n5sGI zCcy$s)l!BuKB*+(uk_HBPQ_T>;W_#5wpF81QPD-T{WT?ye=ZfC>-Bk0ics8q2CuJh z!0NfNH7Dk@B40kAVmA1$RUpWi&<}Qw9R`q44->Y6E}|t$(Y>7_gK6hK824)UgUF^K z;OCqWSq^he$DY{H{2uRi_?i@hNLz2dCk>2mRUES|0!IK*M$LQq1Ga zS3qG9&h*WjMxXASI9HrtT|1>^vlhPE0rwUt9|MuSDnO_B*Hbvw`TOrd;ea-?B=6Ue zkr6kMK)36ToLX}b*SX}7m6F;%p+Tr;mE2ZN>`E_iWGqhEzi{n55_@c?R;H)xMFg4g zmNn-MV@*_SQkKlstQXRl{COMo^Ypage%Y0qAah(%qH-P?4@tNJjPPCX=|`b&`=CBd zph75*UPR*|OWZpdzqWaoUcvh@b1>OV_4tH@tP)_?Kwyom_vc&1-;G5T0_qe1jrGOS zmky|E!xk16g!?hWBMuUOcWTFm3rNGb$6}9$W4Yt~FFPKb1TMN}r$w)D1Rwuez9%4t zttg$X;qF@5of2hun5mw(IC|LTd%mqaDYD;o#_+nM!OruQ`{SLcle{0G~*-$ro%Gncz{2G{$V~*aG|s!2n&hb8 z%N_x-+FLWMq_1iDcMP3P0vgl)-wVLV-q>m298=?Y%GNQKq9-m6ye~~UAkI1ikv6~C zZheLy8t~tAvpaE!CL){{+0WekoN4|bi%`5Z%ADsl`MQ%1J4_=4&@MBcRKOVvM+ueS7q&u+5eNgRg82B%2W*uo-}bxqC9(`^yF4%T&| zIj=Z%bc<1<7~$@qMf$Jjt^}$RvyjK>oI8s*&m@~5(AgnRJwSDw4VQFt8z($wQ|E0N&}yXWYNsPGrluTwM$v`KlGAA&z3 z-0Z5~q-c@>!_IJQ?36!{!sjS|Hih2K=xMf*2rXE!?Et(=nX&AKA<2Z~q8Co>CI}3Z zwWmOQ0Mg&fi;wdTRg}6fs12Fb(+!~f+>?0rr?>@6C!6 zP>Aw-HDS>oR}n>ZC-0p(BVqykeZ;O8)*5nsH8gYp@CIOdFH5hA-ub-*p$6vZlPNEd zoCj;mkb~NH*H`=3SJ?fw)jFo}Ro09|X6gti2+fKxSLox=Xy#f7L%izh*7Dlcq&@Z} z)=~I@SAfTZB2ST@GGhSZ-^L0{=&#TNAdY6ExX9iUyIO;|B&h=URQn z@RTktgVSth!Af?n$EZTj2(+LAi~rh02#EFk6}(zY*7ENiUvtyJoW!OJXeR6dhfO!k z&^@DLAb}<5;C!=eDo}zEEOEyje!MvG2e~ZPihgEy!_ylCU7 z&qi2QR`yMyZ@rnmS17OhBx!=Ol4osM6wDH+$b@L_%KVe zmuh5J>X#jR^A#b+WSx?zSnri*8_kPS)bg)zYF_HtH#akLEL?p8{B<1jf1fSLY zh6?pv{(rqyKZi%0fL#!SOD(+HlDU3+q~!JoUAMOIlNrREkDxT+H-`0=Tf{OvVO`jl zSyN80Z5X;drTjLx3ImeEyH-26;zaXoh$ZjR3!<2K@I&40mgnC*fGmZMj{hyd0Oth(Z_+71uh4Ugu6l)`Ik(U2O!}7DCf=d0N z)w!~nWWA;pSnaM>Ql-x=4o*G-cuVhJJDi~t7t`K(h7T=Lw9RT6o8IuIr#RinISXD!Nd1a8r`y&o$c zd>a{B{&6JJAEAfVL!&{Q8zrU-TAL>@tg!EE$L$QN#9!Z7UpG)r^FySIS^+YL@KrTt zGOxY?_)Z7)%Tj6C;|s=pcYe~99N82H%YCgeA!Q+yg?vCeiSs>IfN~(+y@C+8UHbaL zsWu~~Rv;25xmsTMB<9MZ3yMR#ppB-S+Ghg)9t?n|fUA^ibm221n(%gdmxB(x9#ICC z0shx^606Ed^vZ9@htclpa0oz+@MeQxOmA;*!C?LCru2@Zs{k;soNSK0yIwd84)OOj zm^vBvG}6<};>bA)?%elV05%L2INN7X^h_1}yLZ{*lM%>G*hd59XXgE)oJ`K><`H0G zoLmqzUI!oaZ4USS+ne*>`nnm*rNweRPIc|jZg6@L1j_hq4fD<}F2N30@LplKpc@S> zkF8;vvYxPtHghAQb>U^I6YyiwMOs3YUXjl>)MFT}Q(fY!!I7z!Luw8f)5U{_<&`)R zDwaUdWqP(Zk2{MR?qiQgjB2Vu>RGRVj8TK04QZTJc(nas~qWdN>g^279^R%T&c{;Qz3&9;-HSd_z)9l||0{_@R!~jaA z&|rp&3e&Y+XH?=R*Ebw*sG#w3#9};OC<1dHXvcHJ(j_&kDH*1r5&C8SK_q1H*k0e| zV=WMEcm{sMkR_YZm^QbM8O5Xg(>rdUxDz3kU2|U-8wr>~3e2kfdy8Jz^Yx!!&o`3> zkMB-w6YU@fn=>=l)qO3oCfzY|`==;!6w=Dn9leNf zPYNfJXeYClN`g)wc#BiA{aRb`1_>;X5xJL)y!HChY$8^M=XL8FrAQ%Sd|o#FSqWDT z!nx(Xc`_mWHwDW0A~(M^pecR7HSpORF%3aq)8-shY9OS0IUyEnDfF2%zCwe12F|x* zy{e!G_kQj**Y3ox5_v9%GfwgqAqYvJ=+LJxA57u{tpo8Cv{a=c!TA->cjcibC zh7%Ylk29ZPos#Cv7q7*nyHKv0K|Xx0*l117f#|(@*iFnwV`J-jC*9kxJCyF=zcb|Q zGO#@ibPgRfi2uNc$54ZTNK)B1eiheeLTV82EU}IGf5pjde7#LWQNw=BtEHBq{sFiNc_4y zu@hyc2;7?T(@poH{k;WR*-KyDIi65*J3W~;=R|Ty3dH7=Uv8Ieq8*F4%4%jS#gVW@ zvqfGzkBS#rr{dW!YZpY~ZYk>N)|yoE3sh~lyjkTSRa8pj;K6^`Pf60-?Y6e`A4sJs zcwS%i25@l!QnjQjHC-7e+jou2!;?&mox4P8UOK&Q*>_y6Ylmc~L3x_$fa+wgqpA3% z!Zm0g7>qsfk0ZySJAC%LmzR%$JTg25o}!E3XSBL$ws0J;0L&iC+bSWa+CR7I85BSf zdI?&_R&Hhf3V+W{cCSdRVXDPtyTx&6!oOY!Q6bbL0?>5XXH9+mV3FgDR(3@mi$%-ygulU`n#{Z~iPN}nYnR~oAK0|Cvk(YQg@-xeTIww0@gbrgU#I1IQ zy`XrsO!eka2HEDbH2~xqo;o}|_3y|~)*giEc}c>Ki#GLjr@m`cEk1~y5RH0ME>^;Q zbM&`^NKC;Kri!|>yyGG&h>>$KZPG3?L7n@`EzE46Rk!40!v2iv{^pbBW**_WxIeJX zIfQq>>nc;*Eq3QdF8BT+9=UAs#5*-gX`oWYnUz2uWr-C_8@y#|X4)2b^5@U##xT9W zg8!eFo^BZ>1WIWoLEx1B`IIfRH=cCjKO@W#|67VcE%@?NU~{3gXtuyG;@fBvkwd`R z(V3_am(56F^NQCnoD}t{z5#u+8~W-k2X_tcFWE?u)@H-1H1TPDxxdR)S1V)J>v#Tk z?+2ZQQ*msTAXWqg5rwl2_hW1BrwD0a8!9GdjcWR(HWD81;uRcyVUs5$j(%b>85~k? z<}sS|?G_&U{$FYdw(!b{dL@Urak#OwrGNk@;o~_X*`+Y)I2UVjHV+*V6H=`&PMh6d zVQei6yrez@NUrhEpO|{8#UK7LomGN-7mC7rBc*I-O_8J=A=^sslk4;|#@(4BL$jdy z0-}gDJXF+g+P5M#Bx~Kc>AkJp#jrXEb1RK~vo@&nHSTMx4Ve$xn7P>^kE_}3*8>ve zU1*dMPV-j|G93w}hKMWmzvbL;dF7QJ9zEC+KoZSN#4be0It-oQP+>0Pn%HA@#ZVz4DGA6NO9Ht4Guk$>km3;RLkG!;3oD!B}`s^zWM;Uc#= z4jd%1P?1rE2R1UyCjsHX0&&UT&Nx;b_#8&w5Eej|z**~r6QwjOZE z$x7wS&%G4KDOA1Vc(XZF@?pD1N>+0F><{}d-e-CCUQ@6NP!^JA8*=6oa#jX%^K#dJ zs$5-MRt4(_)tK!K_s-2=k(i#qafak6uljjA7X(9LAvgc9RlQNFtq?PcMJCW!BC`(e zmzVxo4XT3aSzgXhWd9Z3QW+~F05Ins)?e-41$+DXsL9-a4`vzNB#C9-2d zTMn%SoPRU6>+E$( z+0^#hTEwO{_8z5_-CVuf$t>vtH< zcb0pj1~an1fNHot|91YE0>`Z2sxwgW#T_GtMVN|;H;N+x;QEEG25lq&BBE;ovk|og zgJ4B7yaLK2OnB*IC7~z&vi*i--+M`@z-!LG)(XY9NyZkjQ~)|Z)PNv;;{TB4P9hDz zptlGkr&$(8>+1H`4RCRF{vLQolcY1! z8$~r-0QgG?EUPftDJUK@4?OsLb$OxL;OH+Qo55^g4en}2;C^yP##de*q+84?RwR(+ zCN&YL*OrN=e?VK_Wj7?0_gNN)tznBiuKzV9_d>({_(B=LpIA3xRm|J8HN^ksBJ=>l zDqpHYDc_%=S5NwFJdD5`zI>6ld9LK?=XX9LzUapPqAaH7Lm67P!YQ@P5Gt;^rzP6w{GJH;_#jKO;hW@EN3uo6J_5ySQi*$&-6e4$nJ18EL;P#CY4pbn(d;iPazxJqyjPBuVvD zAq?zHg*?eaP}ry*UXO7iw8{}84qhr%(;^*5_lt6&M7?x{`inNt^Ezi-y4V7d1GYp~ zJPX6;aMLHq-O4Y!8Xp>DXEWf5;Nmng{!ck`(`ZPr%nQ+v@rfG(cgAD@4yNH2lXdRrRe>+TDJ8|4}&*yn4El zb0{v_3%5SsDs~L?@;h$~xw!7Qo~Qb9`04&_IbpTQ?+j3({#m`nRv-7^U^Cq*2a%5J zU)r6ERk%NghhGv3PP}n`X0QQNPHM7Be{8|5i#xkfWm@h#r95*J^E~Ev5teNx6=u1) zrO34+D1)`Fwv>v#_S(C^LnG4anV04Dm%*S6I{0YBkeRD+{0R?`#_M&=WkNd4s{R!# z{2mtQd;woq&b#+f8z{q|=nViv;%ap7HXXPBx*FnPH#0L-Vg|mm>1n^biw-)JuCB6@ ze!9MH*}bSqvnn5VPg=rP4^dx+S2i{_{%qJ)8!=jgMR2RL6CVRkBoAQnOzQ^*R2{SU z>B!`|p+8Pz>+eJYKh3};?=WzdCmjiX*=~@Oc=Sk0QehN)K^Yc&I#fCqD*!!EmHU&l z6xeQ>RDAa6_o#pS)mrUX$N5Hf@@n$3FFC}|@Sd7GXq4P*-7lZUZFw@P3a!2r%f9SB z3vq3oAGM2>h=!ZH#td&6MwQ>lDB2oQ_Y)<<3n!N@~_l77Kbr2}~IShPeM zD!(=RHZ??h@8^cDZheIlpgt?|`x>TsnMP?hB_I%3J>B9sZwHgJ9f{Jyb*rSJk50xF zbw@DJjLG9A@mcTfJut$@Gw(Q#30Bl=!=+ujTcy4RWRr|G&5F*Q;;ZnV31i$auWIMi zm*XfFAK|ZNTjo36Z=ZfNm+EZ7>IIMSt~CJz-?{sE-NKvLGU|+kw(hB~&?DNR?^z>mx9N9LmPmwr(Nk+4P%XKhnJzIzKgF;SvZOGfEb|;V|@8m@(QfZ@*2iV%Nqbh=JR}(v`ROnRtch`>Zsc zS`rol2=1BlpaiKWl+CtWK^alnz&gmy)g{h+Jl9gev~H2AR8;2Lqzv!}% z`LZY8hNu%y>Gkc1m=6zEXBW-;=S;naw?^u$NZjd`SoJTK`SA}c$y`EFF@mK%PmdZEeo8Rhk#ZzXoIrkxiX?TneB)P^--B=qu zdVUHz*xZmdMSRYE{mxmbiRDq@s8krrRz0-1%bvMd*)d1{V|9O6Ekq2{rr`QeiA(dT zP0rQB)vswSj@b>4%p*R+nGxDA=#&k0vAby=7AWZ}5a002lQfi8^4yI;qhT}(P&(T! zvhk;dCvAX?>SWXNhnN&*6j9C{30LDu=Ae|h-q>!@u@lQ)R}L1D{c<=m)V_Lgrj?8Q z<6rN>*ay4V*jd@hj`dj#5s#-C&8Qa}s}Uq6zPxht?1BjlPZ%-AMWTct_nK%;*t^%) zi!s~B3+?Oz+byRuLkxG0FQyxhSV^yrwLoC#-5CA$hKdT(C$q`TDFjtJVt2Hj4$>K$ z^Wg3?cGMQ!83I^6D}AwoH|b+JsYf?G7SHHoi2%URF)k^uaRftY=LMYnGO{l!>9pR) z#*#r2^XMa%o!Y&_tnxNTHjj3_nIaapw%$0Nyli*|SJigkUsj-v1ekUEqw_hVVZu$t zCu2`nen5pHHO~rpfz5277yRqJ6My@vu`HEh#~#=_7L7tdPxmj{uuZjUf(&s^Y>o%VvgOR8E*VvH8itVuu-@MQ5jf=sNggMAwHNs$F zbzDo@TVp~+XX+-W`ia43w_u84nr3q3y&8G1J7gY7&6Z;{vuE4s2P&*`*bJ@tLjObI zsnU~2|22|TB&Gc(V*he%99a+15y0P%XX_AkN>0TyrZf9<3E1M zD!XJ?NXRDH(cl(^$hz0gc5SjpMuNVr0-^>t-l`zkB0J%8_hzw_&y z{;6|M-H*@b{dtY&^YJXQQLiW~bITUI5Yv1b;`e};i`>eP% z2yG>ql`tmW4|=-2>CbVGkk!?ByjSSi%;^wDFylryGy8Ad58p4&q%z!3jENAVxIvPX zH$x}N$MJHBOifN_4v{CxS5+_>Q@K|u{E}$=?@us&L|*yzM`7$*l~~9I)Li(m`OKp3 zWA3)X2@T&%nV0TvU)%JXux;;d@r{v6Ku1ys7f&){s(48Nd-FO@2n}(pRU--coNRfPZ zBr%ePQ`tx#`Z9Ww(eOw7)cITZR~ttL@rq2ND?0(I;J(Y>K0E6IB@38Vr?e$rB1u^y441=!nV6P2F zrMvWmObA#_;(>!*dHGFjlxi=i2{K%U+BY5Y>|rTxb+l=pK9`hb*A?7RQEM?-P=Wx? zHSqWa3?UMGs>OdZQjxyz#W~f$P3)&+=i~E*^@u&y<>h5LD`sv_a)Dcgk4oJR;KBrI zL2d!b9DG<7=iv?pXP*tFIOtK?s#1}B`?J?h2HW<(wfR+4RJwaCMLuq8cC9%c>knUN zF?wO-HCwC&SFmT(1fyZ+Y$zQ#G2`!tH(M6u;Sp*-CxL8rvXzA-g9uG;Z|{w^_C}zA+ZkD0Tzf9V&7^+3jFP6aYzb20 zWT>ccPf(?`HK$hRWlR%1I9#dJ)6@MjvGZP?m+2uW(?FtVX$o|QOmo?B2d@(QkqBC#mHM=SmCGxXZKzDd$!pv6ZVpsUC=zfPrx2<3DLd7%a0(xU0-?Su$DL>h zroBivo!B0~RK9f^V>rLB^i1fFXbT@^m5L%S0xLlvg?v{KQbmK5i9;f*7yb&yJ<3E* z7|!T?i24Q7Fca|2c^%xCQ*ys!P2NhvBwsj9M7QvfNumcoMJDm*DZ2HrH?ZY!5AX+1 zO~Mbdh=E&~olg;FA`hn5>bJn1u}8>4ExL zP3uAHSwUsXVGr4kB|1_DeOvaqAmpytE9(YfP71C-Dh2faYXPRdVD#5qundtiC}#D; zdG*6KYiXd^irB6W@$q>fq2y=IEAVgz01o5l>AHV9kcZQbN{l948J~#SlE|G=58rg9 zIiqSBzUx>*Uj8kNdaZs{Z%dW9)G%oL=%ym+evxyKPw2^R6H#AVSpPpQxC?p21UNZpbUAx&@{eM-LJX_2h zCoGB=1)|roOY*M#s35goQn+r?Pr=G^@8Oj({p2gr1D)cY_#3M_ueCIoPDymG171nQ z+}Aa%U(rAM{371*(+ZO&of8`Q&lAsEQ=}~Z(xE6f{`Pd8lNk5trAUat#rrtt@h{oQ zFzat`seMBPq1IUE2$0SyeUmyXRVHa!=;251`F*Bu1KhnVw<%c^8+s)7VZsH}0|(M! zV%?qw*MG2>mePJ#*@(YFE_-(I9!dU5u$!BJ!Z+_vaw%S_3V2RFCs{kJCkGpA%Itfh zKdjqH6;C#Q6v0`)+Ctm_V0hr7u~Xv6mEkW2JZlWr>%M%mr3biaS03Md?aGO>;RJEA z#()5*QI&SDY^8^LXdKs0A#G^vQT+l_rrO^TX<{Vake;ej3P7Y~)xgb@FHCr6DUk(` z$GF@!@I#iNVZzx$e)T@}AmqsD)C->jOJq5?%9~$JhGCq76?=%;X?cSLoDfV6+i)d3T_ zvo(V1dJ{qo`A&~|EckZ4O8_Yv;toIFH z04FhICP7N=8beIrm%#mH{d|&UJ_lNYl|rudc(L*!>Xi0c$X_r`64b)?OPy_AJ4=ZJ zAggBP*1bElalxBAz+qV{t~~;F3#~f~gGU>!XPsmc;g_5i6EpLbYZ#H9e+{9xYk70H z_qd!+c9G7oYp(?BL5oyz`PQG^U1Pf4{mpruFJM^hoNejBSNxXu3DAJnDC#nm(&}6A zU{KNvxjQsbKmh(m?RYsLC?wG9WYAxIm6^ugXm{AMl?dEpNs;dhcE9rhKY3+89!dD| zRQsJH3`l}nj&xgz!jD(_N<@03833{)2AI0!CSB#-rc^_=!Q>un8W0n^$H#LmGeAFt zpYzLHJeZxe(Pzu)TiW_FWNta~BCq3h@?0BAII7J$&kaO}0M%miwED58rJ)f51Jp#Q zL6Lr+y7~G|VC45@r>ofc{)#RN@-ErH1#_o=qFh1azq0JLg{{OIGtUW@`3ibQh*mCS zqeyzD?|o96uEz(J8;@%*J@akZ^S|YVf5&3O2~A?xRM}BMtl?j!Lm2pEG}c3?6~S(A z#xzp*LV(nwRIyXG19nnTbEH}%LAHj#6gw|{p$jFGe6=*np=lB4i9REpZH9Adv~@>0 zo~@j1sh=Esgcp-VJrF4d(!7`)ZJ#S$VfuDgy-QTB=`x=p5VfDV%c*hZId!+8o^O0U zArA%%{vk$BfV*9Ru$xv}f#_dhLne+exLP2p;B+Y(A4ofA+j?gU`}=mX@Ae}ZV}Mk3 zybQV<6MLa)wvIlSsf&pq@EjwT)v^uR^LA->9yds$7tYb_bg!(=vRyF7C&-*Ds_^ zgp}VlU-vOXgj&f`wfH=l`!+k#l_%ro_>4I(S+g{lx(Tv7fpOkL96i?1VBqw8_+Sd{ z!=iYPT7hmbo9>GDfCPwwe|6=?QJp4gOjpa0j)`~jFDGPL~C%AH@COto#!spHq;3m6@h}csNZ|%$R(c75l=z97D(< z$ThdUSAT?|Ks2zOx-=^*Dyn8r114&oTf1~M9UN_(12uaMb++)xLkY}BKK$UEXn-|< zUVnaZ&$1=ta+iLp1}Lf?;{P z9^{;DfIza4v!;zwkOtz&LCVqD4G!Or1@46}o7W(a-3_TvORG_9F3F4dXMGTLvHj^JM;H0t zB^?XBMDai>4(>J`xS^8y#H+A-((m_XRrFw>xISoJFu@ctW3ML+%0%fz>!9v=I%gz*Y z>ofLO2Flwf2WzVf`@gO+r5isS{*4~3l#-GH@UA?MRQkdl-@Dn0=SaX#vMRVKDy2rk83z{p&GOMDDrc!IM%E>N1pm8Dmd4N=s`{Rk9m z=mhyPgt7_CK{%v(e9bqP+`N06m20uyNZZ-SWbLf~SI&uPradVXfob03+EB&4ePD0w zU~lga>g#?v=V#LQ{zR~!SU-w%LbC6tP0oXauxT=n@7RB*@R6qwPJEep6+`+ zyEmSi^oXs?CdI+{aogvs`)8Z#$Ng6)TjxhQeAP~toA-#^lSe2}@HRukF%evIF>yP>-$xFF!H9ywgG_+@6VLiu`^MjTPmon3mt{jK33f?$@qBc?2PJX<;<$@K_x=5ex zW5a?pRCCm4!-6u2-T$avw@&ygpO*3bCb=xtW?@g+&9>IMgKNT}w!ZyWneUd};~%Oi zl?eviLaOTV=*uP)HBQp@y{leut;=d43)o#c6D1R7mggyS5l^jTO7%`}|{^1Hak5msB!5?9Xz z&(j+|68x05W=TD*J5WjpbQMlJ6O;NL@&$*8;;9A62rdem4slL-e*OHg+7AkSe{?>>TYCP$&N;Wcjr&kARZ z?jw&j&ME>%y_|+#TP(JG7WuK3r#5~nCgwsvnH60ox>Y#5_EX3fvh3Fsm}yikOYp`k z+Di6}!p+!T<(xGK?WD#<@@!PWRTLF`xywbMqCz;S_p@O?R6*-!uVvfk3#RzXyqHQnClAP zdA)H2L<2j-{Y0zQ&?8;_4D?7@s!=mxlBiOr9NIV zJqaP<;ROT6Mp$!6io4o@8`I5;-lu1$Gqh9gqu8E;(9KsB3(r3Tx2p|k_8xXMTh@)Z zfA}2S)Ra$B`bJtJm?)bG+pxV*xpEz7wDC2v45&_*gWshEK>|;~Z~s`aPC-9aby>E?oR&!Yd0) zAO~a?kLH}mH;~RdUh?d28TD`#tUc^I%H({fqf9wz`aFE`Qx7M7v-{FOi0Czq-k zwMSbInp%(gm|O6#`iusVg*zeM!6dx;e)HL1M?K4vxq}po%88w)vf_l5=6iaMTJP-a zvpxBXQV5(n8v70vCF#_BxM+is#m*7yU*Y?I2l4B8SLG9vvpFj~2N{Y=v473N`;9Fl z-5?9h+ZyB#Nd?Ep9LVfG2XHfJ%D|q&F9$9jfOILvz}zPK>cEm=Kj}w?Xl%cf(0Fy5 z^~*TT;#y7ni1ytPrsiVwZd2WEQEnk#*lW# z4eq}4=`s~t{Bu_4-hBOiZCOE%^Gjky<8H`_o8-<8N3>2X#Nt6a9Mi^)QJ9uQ{0b+( zIqT9kwufQTUR0aY-g}DfV(JtwPOs+H!{zE{mXJHYj=5fx!M(i{CkqD54PL*kr3c_< z^nsSX%5DNBSg%MuAbTo5|6#&CD3>~7LzDl40bHj-2vizux!CMP&>@s5+`%bh2zdN@ z6|r)J$J$Lllf(h^Ly?N}mQ)?J)mf<5)RSXV^ij#@Q|tp#g8(!Grrll=6(foqgl{f+ zPlQ0nRURP{j}meJj~gu4w0}cU-LLkxMpoqdn3z3e@I!Lc-^F#X22<{_$xI$sA|p2K z4p+xG42+V#$mH~cMC9$A!Ob(W)L9X`!gT0yy*j6A(4KzH2zTPcjQ>gi%*N$C8_I$9)3mU|%0kitTHV$(Vbu&Buyyor*))GUd#Zy%!5;x(1M6qG-q(r(&Td;E@Dmgv@m|xeU*_t+m{zcp7uWFvQQIKLa)$M(<)!B<4{6W4$WX68p zfzHp&c*^G}FD$sqi-|cS^K}08w&=x1_R$`J@RLK43-fiv7Ap_AQJ8^Y#^2*MPZJ&s z_Jijw13kK3*P+Nu0(bT8B1l(OH~z_`@R$jpDA3eD2A!-|D^dN|gheIc#L`1KufjyE ze{Wdsj=DOLIAtMW!bJbfu3<2n-W~YR%BS4-f||eWnI&c#j5D8uZf_@)mI`;}={61j zX$d(1X8kNDH#TV8PfmL4SDvif@=3NgfhsMdT#*F%h?T_!=MSC|qq%`6Un zs+eE(K)m72H$T`*Iw()GK3ZFV^4pF}=!-xAE>^qxCQWbz&i|ft1a6{H@Ve^T3u&X~ z;OS`GILfs}u|G4qXLMY8Hlq&L?fM{${KOzq6_c)Me_!e&t&MWdDCbVQwcqidy6}@= zV!$@urZPtuU2wV}rFKkEnDeVO#SheR6@5f+d zbmOh#6d~pjPaa3{-(#@Gtf`q;*=anv7cMQ*b1}J0JHy_7DhB!1aJ+Ewen3lauMILz z=Kg&=*G13g>F zUj4~);+FTHFb$2aq%Z8XMmP~$@s~ajv)T$7CZ@v=a;Eg`oU(VHYtY<%Y_tF~%7khe zWddNXSl!r*sQeY9Y%@_75LtWVAsB;ye)lK!J6D&gTU#gIi!BFgFUVGVM`IedJhIOS zaC(AeYf>vL^}6)9u!@&_`--zufA#$R4rwG62h(G8ksQIr!r3;r58Menw$U^A zMFTc!TT2Z4^+K9$Re*5BWEf|c4{DPzf%)*0NK&>}&6N>2!8%pYUb&g$4yRwzi&;^}^IzxcTSS z@kxf@Y|E;k-Ue^`3;h$nHyC17f{%{C(@GeZY6US^vIP zeLc9$pj;VUSq$9W8hNZ2U=Opjv``97j*`2f^__Db36KN=5`KHT-xXzXo>IvM+8B%d z3VNz-RXq#Kq>75G>Zjwwr3KfT)&BSgdr7#<=d3{y4dw)Hj00+FojLtBDa*tQlX(Ls z5&xu=+}`b~$P17~a0%ddg)9L@M)`<~#zGKC3<&|zGgjfpB6Qz>`!?3qg@*<8a9z6p z-<;`93!{jN4*HEdkL?om+Cuz zJCz&43%Lj>w~t2#zf#B}YI8Pvy_*Y%GTD7VKnvL*P1j#ZsKH5q>iD!}d`` zSGf>X41{1P<{s7VUdlmr4i6II+*8Mbr{pCZhSHm%ZsDanW@o3Bp`=kYFcv%{>!~xL zm}vRt=)S%6K*(^MXP;-Q|fOKXYL$;h$P4!!e%v`cG14932+yz*JT69w}uoYnjmDN>jzxQXY z7&m>^tuZdOa0vXw=E$DnTs#@hZ?|4oHORn&s5S1;U z8He2Umllr~cwAHcLlUotE~JvX$A%byeUW@z-jyPynq`bmyv1RC zPvZ#jak=(5r#hiujrA<7gYFV#JP<6@p26k5FKPfhxVc>KMJ~A6fhIu*no*uUgdWijxC*J?z9S%1pKPGi%Lu8r z4@M3C8XFrK7u4$c@$zU0S(I*|RVA3=>Zk0STI6hi9?AAn=&wPIK7{@$*S~%@_S*Gz zil^C&HH)jqe|+nkOwc}h%K}nC&1xy8mBYQ8H#i~#zov>xY#A6!-b&$YCgWAs+#Ty{ zt|tr?gZ1^)V#sM{jTC&1(AIX36B?MGmzO7z_1Nyel^sbi(Uz1l+ksY&g0~hdUlR;p zL0e)Kwz;Smb~xPi=34mnY^+gne(QeWpwscL$Jv*5W{X6qJ#05*`olKzg-uO`vck`KYB|F)&|&lfevQTso{X{PWTr9`#UD zACQSMjK(&08uRkc(SZ=pEC5&H$l_ReF&79F-F@Wax#wv(Tg;kYBkd7wRu)HYO`G-8 zOkkG_2=y&0iiW%8m6xV^|O9&Im->sE%a65-!>rkK;DqoOv zN7660y~%%FGV3wF=?!`f^UAEi{Bz#`G2j#geV&5E=vgo;#~2@>)DKC-1AJY(v@Em^ zE`h+zfbyB*Zp}zX^b3`|u+{>>ZWpY}7dUyWe8gR8Ff2a<_qI?3p67=dQ&dxi>eABE z1{y0?N0+lX&oLQl*j>4#ebZ9_>gy_w!Ct&Cjl*Ew6U~iedkyf!S|f{+WJ0#$sO0h> zXYq~>Khhxk?PG0z;@%YZ_Zu8a;vcb4MC^X-3X9-gxRSqq=yz;~!bg(MtzPrAujN?x zptV!Uo^tWW#SD(Q2|5ZHtP_-MuUNkCQOn43BU2zaH#J4umrw+3aqQtnc;W}lh;6|w zO*)3#rWM7^@-J&I$D+C$LJl-VoHlmDBrIZIym`{lG}^E?eP_$Hbg6ak@AL|}!SFJr zv>*Z_9MYypihP8S$RI$Lj<*VX5`r+NduONW$5yAMXD~WTJ7*TEpO>JBha2)>Lm|AX1r`_yL+C`OM{?UvrKyynm~Q5@*23=USx}%v*DbRzw$-~ALqkg zTP>MLo0l{x6PMD&YJWq4`d1`712r8@QLT8QfR3*9o49+NT|3GtQ&Ys7@sW@aD?yli z4wAiw%iSCejiP{%a6)wtsOguhjUxskZ*Y998dRU}<36r)Q6s9Z;^JN8>yoGM>b9*N zhhMJT&tl$7Gat@5*qOZ2NBrAbF`8Z>uH?k*?)770zGNAhd-_%}Fq*fUl1tFj^{39W zGqGS;ak}Px4g1<*-Lf+8;we6*KqXu2a-k?=o~#y6@51P$zo%9}TAy-MS+b0}*8_aP4!lOq5efHqSUX;j_)D9<|{J){C#^~EQ zeIoJNFcA4{kYQ9gI*(KjKQ%Y19&^?HG$iMfA=U2-S*B z&Z)BBe!Kqb&1%NdWyYtb^xkIM%h0?%q z6R)zd0NebtgAQwLeJhoeWO)k*rZ3a$mNjFwgrz{^>BhzH<*Fc!=BY_Bk6UAU**xlc z6w9l@&9MVd#c~B6?cc`eyb>)~CV-W#_%%hfJ*5lt-4>-g_M0b=r3y})iAPi2i_zze zJqSbQ^4y6Z3H9}y8O4)C_2Y%gus=S7zx`VF=RT3VileH<{rwJyf7@ZLKzw5Sy^7d7l?ybwMo~*)*Z9f%cDHd9Btzh z%WLAmU2I={b$wm2J9Wqf3vUj4A@}Zy@|1hsXhS`>%8NQuV8wWYY%ZzcGhr{}Cc4jf zJE7BHm*M2I>SU=gn+QsM^ zYtFST8wXOy|1Tq83F+4SM5zB3#QNuT0iBQbov-0uKg(~H%%2#O@SdhWIhyJ`SovAG z@rs<3mxK7xwLgu)PS*MWaY8@*rx&Wn^U+qEmfixx1_<;rr_iPNE4Qd|zIKrN| zJBa4c*47ZLop?`=_>oF&O=ta*6;|a$A$Ku#Z1=GQCl%$_>33tTpZ6mi3pZrM@d$VoyeR&L8g3*PV+{z=!Q= z?^>PBpIM4#EINbsm+)A~G@o>jEg(W6r$18qZWSzF4D*U~6N9e)kzgM1olFJsZL+|3 zdN&~FvspqK%*#i$Qp-^yyCDEeijufq){}bcK4O3y4`Vr;WTx6$)F5@k4s)>t~g z&{Kcw@4l=qhs4Dh*&AtH>0G;a#sYhZe1+xaGco|ocCL$S*RHmN?1(10&o_TFNB8ioK%&lk6|`#IcMPYBJyuoU&ct%b2+$F%PM-h3C-d1#WRSTQm;elXS` zW9)qNXJlp3`<;EKOGZ(k+BXNSUQqF=y^PUDAq{S7AY^#E!H6zuyZ5_Y9rsCo3 zmaiI|?ckhQVik5!Y!Kt~CV8nwN%{{n4F=S2&cQ8G8Riw49#g?9TP|R2*PGDWE7vbx zNTT&n52?TPtAW=-a}FB?H~Zv7f9TMrGiP4cQgF5CMy)gDDbQ^6p2&FixPvH|7kquM;|5}98VCB zjWd^EnU1hF&dMIqc$ePAcpv7tGHn2=73_;9wUU=puq^u^oU6gKb^`1PfXuw8OnFMT z(NeF390X3TQIxbRwrTix2TYtUnFS?{M14%{!KPpd?iU`%t@)|w+~Ti4GSoNr;%zF) zO5b8UX1yocspP}oQepk(A!zOZr{2x0FBdG1AcNdu(R@%q#MQcF@=R%dnNC}B$a*4t z8o7@2x;;VWl#zwFATv|eg#{yL5n<(tLK~R zpyRrJzltvN10P?T(uEe0w5qEIYHz4x$8x38&KCU7qK;1TnjIdJj4)$Q?-t7%P~2(} zMH(8LnY}G+8J4~6GPzD_xv9hY5?e;;VE?WdC1bRRYO0$K-zNlbOos<-{5_}wHx@KQwDt}hZ6TFLA=Ppz2&Q~@;8pcmSb%=yAmCm2VHSq z=aS#DbSMh=Xh3HJbI+p^4d6V9G;wrDugweE&Y!k%@Pue8c8T{laLFIa(+#=fQUxDG zCBogXra~)NLeJ~h=A%PvH3QsK!D|}hs!MHi4r~m%MbvS3>whzx^;mwK(%2hwy97}v zqaNMzt$p+zB}D;zU`vXqxMFJqBfY6{RKYM1o6k zS(%}ca~-9K*`GIwlMuDuHzJawjMqJCBeRE6M7d7=xi{5c8=h` z<#Zyyk=yxTn1pKI@gIuu-=+Bk`0MAFWuf<2>Zu+e+}Jelv1r3EqabC9S5%{0+mk&Y z_tIg0+#HJ%ZS-PDetBlIE}A_ycW~W$hMrmcq8EZS`QYBd(Ff|7<-Nn;KEDZglesYT z0cynV{*x{c0K26MjLgUy#rR^dXRWtHfItLCE?d`T%Pe~^0A+$S1*@P2mwQP-*!vhC z&`MOfqkg>zJiATx^LE7o_2&)-$0c%``noaO> zJ2?UOO05jJlaht^vh4ObJS>ys{&n`h|1b{dVVC`uYcXNr(wy6en)(`E;$mYfJMP4m zP;YP0v9(S}Z3#$SxM8o)zUJ2?-Yb$s&EcHw7iN-_ea>;A?MxX%| zKQ~L=vQb;zvY{iCRw#0Kk`M04cpo(Yyd#5H;iqum7w+vvOEa_v?1uPzY|KtDw;XRN zk-m+jV2E*XC_E-??HFs=&^O;dbyOdeL zuu~!9uaOJ-1HOJlMvsja$(G3o~`=DP7wu zfc|BDX%YNPRO?axU!;sZ%#=RlocP_koBp2|+!LN=+GpBp!hV(v1As$K%`MsmZ*B)X z7svM-DqeULSgE{Kk|X;;fv4n7e{01GQijMJDQ$<;x{lIqPQ5YQi2ECRHmZK)aYjCy zJDtv#CWv+_npn%;q^}FFi=Lr~yhr~NKMXUZ@3uvCe_W3Rxgka3I;v3q`K#w*v|09% ziVslf{XblcjLOpE9~m0GD>+X>vT#v6ki(UgsVe?Lm-UdF``UT$@~lXLo6mb6ieUJ> zl2R;oduCt=&mYu$xxJ6WYw?0jJHWwJL!wvV%o@o08Klfo;YB5%IDSfLLj4H{Tf>?c z!;)U!4=}os_}PY28kZ^vt4Px}Cg?|{AgS$;FHxE}MUKKB3EjR(Yu2eL8z(g6F0IA) zm6LhG*fF#_3P=4o0*jly9k#gXz>aV?Tt@so=g$5-dSb$M;#!Q3jF8}@Q`;Tgd{SVG zup%ks)($n~n*wUUjk6-`$c6kJ`T^Io6$MLOt(1YqfmyEr%%jvc}A!UEN}Mk~5=x6gBv9 zV$CZFH5lhrkzt^Ho*$R?xm*;l*)#<*95wap_o8GPMYcvqbwTTV<(b(5dVac30Q z5-!>zy*d4$Yg}ziXP?qonChw}itREGvPkGoNIAQ!5Q_UK0U~R@cIhH$6_5JicUO;D(Q% zby2J{_{RWCF2F@L>!!)YUnlO>$PL5k`P0)Ap%1jXInkqktXIc^V43#%cCh?@;bDM@ z%6qat)zqcwqnvk}J5l^`LiybeG-{OGSvc)#irCxTElTe%Xq_ZZFh_#31{5}9u702u zgrmFd3KPRlj{{4GfBQ8;{w{Q<<;~(_uZ1aIeWRzRSDbF88fw7SsnD{S2 z=F{H$>wmVs!ACj2zdc66!WDD+K#&+q;gtKvDg#GvacWPekdU)1Clkx&>M_#G0qKk# zhocLBm|@sigAcc1bra3?^{!vCJ=6n^fD>@AGW6^SqZ$Q z)(G}4fpc$|6)4kJW<3?({RGZ^X9Q-t+J|+}^l@A+{lj(Ytom=9Uj4U8Q*PqLh**L7 zC!Q%BpEi!b5a$z+q5MT@8yCH1X*&l2EuirGgfm+W2eG~ZTz$#AseJ#^ju^M9NfK zR!UVEFABo&!Xw^+_CM86)X(0itWA%RNyURuGvb9*?el_jne_Be;C%Ey@8{d6C7_Wa zTOIAwGimB)zh`NQ%1U?6A7Q`_nMYrsxAq4BO-NQ$7shj~)%}rj>`Jf~fV8{F0nIwSo*&^-tzK>T~sv_-Phcv z-sh32|ho|BU07yUJnnljU=nDDDo1%}c89vEu?do$}?P_ovz=wNaYd zAxXI_$?1M5L_5&){5s{#!Icli``o8bLOQWJ9o^h}=24QsEhhpQBDmY@SW(=XQanBE z+BC5cs=I${+_V}8uYR8)(aSs8k&YtEY%!u!`7i!TlwKox4uC%J!dF@Ei z%SJE+c(P2j0lfGcod)n_xqr#N$6|^GDNZAZB&eY?Fg7dYkOB=vKc$NjO-;J8vTDY_ z=vOUdAMb(lv1@)TWO~hy;0&Co;DAUqx&UFmssAcLw!|>B~e4Tpy zJgC|BS2pgPZoUcsFC7E^4x-022$WmZs?0e$m|A1y-WuZm4zd1gy z@7n760xaysi@-4Or5_pBGky}kyGL<;Q5x7 znfteKuDOdQIQ1B$$U<-7Dj$B0vrB&xAAQTRas;FKP$YUSvcAkte<4s`QCLLaf+TNK zid%vGI#&YhE#yo!Sp&Jd{iJ4HnNL^Ih;~_6sNNolaXe?d184BJmjy29~n!0wRubv%mHOZqza;;mx-hXPz=GY#I`Vvse!>of)cnuN@$AtbS z>YG=lP}|-`v_}gU3kcX6a*j?p7$KgqXa5L@JeQn)<5F(iO`oZZ8~6P%r7zC&E=#9n zUZ;FeOS8JWZN5MQ;e1LkopGn>u9PTK(7RAq3aL6zJmINGorsZzpco5hBO7AMF2QAd zFIZA}o{sbdcff;v<`7}djCZY4o;0PzPi4N>dF|~!pO}MBm4}O6$7XP|)GtQ=U~rq3 zVdDRNzKzNscc|0bqj_DLO4c`>$Gyv+dRg35m$RynOy-@Nh_Y!HS$e5)IHfcK_=3UU=7UjeBt zr+*26p|@AJt_bq!y8Q#Ror8MW% z3PTvz4WP+>h6uyg2P$j?W=PE$rAjzX@%uEp&A@%D?_EHAloXXIralc}@~JeI*;O;{ID>I?Ssu z__MuzJa@c0Gh^Ir4C2q}BGG6x95cAGyOaRFb7f3BkccW+i3i=OByMm7wox-j`v<|?@;yZ_%m2MM}$7U)hePQO01Vh5}2$`S7^tBxrS zY#A)SNJdFNPS{b_*FGC7IGLH9@F#{I&o~x@Onw|m5N}Xa`R%LRJUz3zy82OMeY!#A z-IL7T#XTUR2iqgNhH)a%5eY_qc8Z*QbKTuuHDjXjl)YP9f3(F;)&T5$q&G_|l^aFd z9x+0LyrPHe5V5GlrqBO2ba@6=9`yu-LVt8tDGX$S!Ig@66p45CRA(0hmqb#N_Sd#X zLx{8jj+wsSeD-F1_LIuWze&8ilTzXgm@shMfnV~Mh;pPoc;bP^J9rE{A+0YZ#&f^I5*rKVVMjsrJodC`Ef$-NkcqnDbb?0roVb%XE5i z5J>s$t0V(s&6LVfE&YZ2asRu;c;ik~3pn1_X9?N~dIJ3d0^GO%%>7J1u=b#X#J{Ap z-0-jYD)fruq7M+i;BatDlbHF;UP`>XrLJH`rS@Ufi=#kxpitxmIha-yS9^qg& z>NGAjO;yE!@T=E`+Mbqd2Y5WlRnaI)pJIntGa#{nFsI^d3@&kQcD#hDzU|yC0h;%T zsh2qi*dgLvRM1KI0OS#pReCm%;-hxqlG^-)`F(op^y)zU^Z2%l5E)&9Q$JbJ)>sS| za3ev-shS#rm2t1LQ%aE|aJMT8YuvQgH-yX>2rxiIV;TJoR3Q-C>9=teDztG<+dOyy zccCr_WR)?+)<+uG5yN|af})DLiE*M>!IiNQwqe2lRo^N6pvr0tqO73GNi|@-Mx*M0 z^iKC~{xn>aNKx&St6?2QsMd&NC7Hitq+$5KyLn-M)(6?VM6uDADq6M|Cwi14f)UV zvWx23;nB6J))&H3i_O9Q6I1KYu}IV}a>twS1qLQtc_wLH=}<{?&f9y zFI9xkYRKO<+NLI2jBzgpD+UYrKHPJmZN8oc;`{|H`yrlzFGigHYZu9t${GeRgNZd? zlima19R8O!qH7s)ARa&0+gk%gMX-Zs+0$_uAT(YDrc_oEfZy))d5h@QbNL+FdoxP} zpuMYW4gWXf3iJvZca@Kgn)=7{{N1`g+&t9`l6>k-CDR1&C@KO=OlN>9i&x$74!DF?k8UEony&&j=i{47B)jfQ`Oh+e#t?6M z16^>uEv#h>sJnVv4W^PRYr4(Gt%|Kbw}1?sgSDOS?oglc$#ip**Yde<-VM1@!`kC~ z<#lG5``L=|IFmG~*5krQ!@$C`F*hf!HFVMp?1(2Id3eyNgHuIC<(UESf6H+vf`iMl zvhJ-^db%Wi9H*xK{_oP(fMYC3l~w}>S+iyMJP#2pQ<)VVH39A@LEsvb|CYGI_U)87X=lJj! z3$9a|mrv08;L}r`v-v+5XVc#UgoHUoUBXIYnoX~CV@&3C0b#kH)~^h@&}*i34x=EVCHZ&_F9zUwd5u0YWB(H59&4%@}2Pxu+W@EPAUI+`QrM z?|)S-q^hQdJRQ8Twz>+ElnZ~vP282XSo&REPM|0L64}+{<$JGL#UOY8JdW>Up?StL z{*bCK>|M^8;zKV`!`gVswq=`|+XcF4sspY67u4G$T^Di~hUy{^#-E*AkpxR9guD@Q^jfV1j#>s!f6VQ^^j zt8P1k%F%WaFnJtfn4)}ivsnVd4oR0Mm_jw?#0C`<$~u=)mXBHz)J2ti^5syBN^Qr` zE7(ll}O2@vkLw~^-Md4uD2&g+4eECHFkNFt5?57iIaZeEX{^4H6cC@!?h8yjU9 z_rMY2?z0khPaAiep3!jHvaAul`P9rFXUrXzn4Ttehh%$=jWl;l+yRHk%9E_S4(6F{1D7@kOodWM6 zGGwuH`(yg;@#Bfc?c+l`2wyM2mW+1)8LKJ9Kh3?pd1+LYk-gsJM9JpS(lB!?|&qe ziyupKz5%R%@IEgRiEr}Xcp{Vr9`~aby+`4HX~R8_cGqS-1N^*B(+Z9krkjuUrdz<- zaM~4qC=8y0ys*kLQND#1|Gm>Y{QKY))ijbV#qPzMS5N@d&LCtsQ-CgV#3e;AQTlJ8 z2&MGOj&jm-Jd6#R2%QJ9L%PBsE*cy(CMH?HWTtpW>G?~LwHUX%yO$`Vnf=O!^Wi4m zOeJls(1EAVFIYB5w=@A>b1#lOQmyY%9LNL#kU0CBd%JrZlff&qsE2y3A-j4&p?7%H zdUh0B=V76PTXR>CiZ3`_oo}=Li=X$;NS)tQ1OYGoW2yBlY28J`zxn1C1MHAbhJOnD zmz`+bRE&J5>)0I>>RE4c^HVWf?oovGRg>5HMlS-rKGlK@cN-Q0_s-@%K#G4Q{~dHy z>#NynYp=5cx&W`h*Ks5c(xas*f8zP}s-dmpt<+mG|3lN62QvNtaeRbEs?o4enUE_+ zb0p`AScv7CTa4Vv6%sL$JLbO1nLBsxB*YxCkQT}rLhhU2`}@Za|6|+d^Lf3Wujlje z*uZeTZs6(`LL+{ z4t{yQ|Gu_e6(F#b8UTMMgUY}Ct-+NQ?c(9^X`ogf{<*8v;0H)Ct1ZQ#ML^-{zkk9e zOzHpk0<5p|YQ#4;n-$vJMt^`|drGhSg@p}d`nTP5^gi%j`I(|!;FHM3hurm$V+?vT z@`y!3#?I|7KG6!X*J1&`>A)5G797a2Nn2h=lARal&l%9`>-TY-fqcc@{KCjv79TYp za-$P5YE1Ak*H0)Z;?n^4F1@%L18=3lGa%^WRvuW>|Nit-e!#kEj>LmqS{g8Stt_p{ ztI>tubh3;4bLIHo>6pt3`@e#Lq`1BEv!3cC?d=r`HV~Ve)xe&kYCuYfaYCCZ>yIe3 zk+u<`nX6~OZxVp0g}wQR2$Uq-Rpp&FeY>pG6v92C&wdqdka4N?IOBZFu+n#*gM-QH za&sFBSgy)_zxij|Tg-^@U9Y6bx+qT=W?-VEL@tn=V?Vo`^V6 z8+)Ki4lV2imN~v6-w0g(w=B}aF@L|btHv092ATU0TR6Jp2@knL;@g``aj2GLSU4$I zQpn;X_upupE^l4X@)`B=<#d6-I1y#auVET6E_mM){=Xcmfw9?_7|i((0NdY&ACC$N z_Vm)=Q~&cYburoUr}WC10-R^nSYBh*ef*=$^=YAyI}KV7bh=iB-V<-!%Zt5?o6~>A z7^F@U77Np_=QCK$>0E@rFmN~S7U`xR*f5>ffR>>nzEx}DHL4?Te{E;;IFd7!aw5N1 zdh9RnQzdky`I0GMjS6eg&3-##)GX#V+I8uv!X!OY(8+4%PSuqs^-HR(f{<7-Z6@R$ z!9Zm_HbWe?EiVwp3PpzQXVUBFAn9xJjn7kA=%82MydN6ocr+(n&R5PSPQ#%r90`wQ zRrvztH!fu685-Mw3G)AXLMi9C@Fz<8II6&!-agTI{VWm^CbbFDi<|!7!J)z~eD=-+|Vbkr6k} zp27%zNbb+?vwZ-iL2mkIJ>(8Ww%wu0leriPYe!$|B9I*V3iM3XwHd7<7wZ2*rWis6 zgC%qmYV99rzOypG(Ca#V@9(2}JCC01{?74pomBeZDH55z_fUm-dune3KvY0qtM9mN zl~CRO3e?i9OCrWF>PU(b4EAC{c0s0++x zPF>rk;^OPYZI&(-v!eM`Z(5@S8{Lp|pYb}5Ir|kDMZ8b;7qp^pq9W>=1mVQ_v zvAQ9nxi@UN=ugkHs0LKyq0=tz&#}Pzdq3#C_5HQ{Mr`96%+vq!ZKEX(d_B0 z>4~cGP-y`oMg? zeUSc+j(&m_Ct|u%G(?Y+l=IpMOM`(S;j|w`%1)2MJ`FzFTpR|xe$#!c6@33$0wpwAEu1thdv??gn_pF^1uI&YJx5Jbpw>B4K6tOX-z}J@;NhY6i8Bms zaS>=TC|Fu)ZSGaRt9(m|g$}Ec3)f?!p(h1mRSJ1XFu`!k_fS9@eLeqD+`=?7i2aG zMnl1lg!|)oGiY?wk`eh4dXJw3XZjMCq-w5dccEXT-4e$HAq6p&IsL)BYx+XbyBnOS zk#2)GU?hx5zrB+)_6>V#(>CY8mx=kecrOEFxA!puvn%KMi!*0U;JeSo>5b5yKOA1Y zi#0@ty>W}fx>(~vPMSa*4GsLGI#w{ji=9SD8L#JKp6{c}UJqeH(n%P=gacVVGhrY+ zM!tTDa$9VQOsow=?NdUeUvWv`+b~-c84IOhMqUkjsL9xd$jO75T;EG~wJf92aSi|W zi;3t9zug`hS(9jTr#lD-D!>7{F^KnE^Z~H2=&H?b2ZE5Cb z2_*a~9f>olOBXIIbcqUY3W7-n!!&Qs2f3HTTr$8x3I7500`!2v%A=^oWam=OYOD>AW+4ekBO5NfSTm* z-Lvr90SR=<*x_D8l3hW836+}RbuhL55S0pL^gTKruUi2cwx?gSZ;sWNSMeaLseHik zC%2z#HbIOF9=C|P)Jh~ogY*39+n9=ZpHc&NS#B}*4S;*2zVDrm2M0GU)rx6ZcmvNTN{*N;UAc0_)yYXXk0&S|P@~hd@-ILjwwuGnhU3p$ zr=FoWYpG^kTQ8^ACJ&eW`V1WX?B73TrX$m+@^Am_#Vzz+K+TVA3Tw)eNx;$i#U z*J1#fs--JrcQ#;+?04Yzy!0GTAasDE?HLQIoeoxe%dGw3kLOjj6)&K2ii*$w{khOO z@oxBN&m%L}KEU}b??2GMrwhAT3r0Ho)RDFcmqY36GD5mF7}_<>JCYEmms=SfTLi2vGOd};^P#AJTHp!xYgZMv*B4=8MK>t{p) zi4*u#rVg_OnW&YZj*=TJb$%w|E?>EnKme4kh79ev&s=F~(aw&0a>S2r+{CrnS^l6$ zt^uy{oI-iPx^3kli%_Tkgt8-b@f7$oSa;$R)JiTD)jC2tvu3yXf8DHkpQGK-~(V@ z&HFy@^LDyRHA7hcui|UxSrPE6Do@?KB+|6asLyxC zy#o#a$aeBD?PM;gWqX(^}%K?{*_g#_agTGms_aI_!|5fX{0ivJ+E z!KA{>|AhNmxOF`2)LRe5X{%q#yCWk4o$p%)ljxAAu6|5AnZTCpushr_w zQVpD1U29{r-Bt5=e6B8uh@2tl=SOsZsk&Z1*AEs)k1V-d5=p9WYo)ypmZSEZXxN-Q z_*9>1h7S6~zE1 zn+_;k)%S2Qq(gnYikVh0mXO$BepXPBpl>7ePExQ(SYv7dO8dIwt%^=7rBW~t_PuwL zn`)`|AoMKdBi&Uxp{tf5%inMaq3S^cbBk7FC=-)eAPbJf3Ss;DN>17KKP~H-q9H_? zD42(RQB(p6tiSKY$d|&QrRCZAp6Xn)PxrLyj{O}^ zWQ+}Z^`(X`Uj`hR31y9F$k&vYPqyBETk?xnUTWWjn8|c8LGt+MVAn-zFjyMKH?eW< zZF#XwSSSxKgchl64)-ZEgJO|kEQ9?fZ{CN#U3$=8^M(15GJuDO-{AA?ri2N0*Rz_g zW5bz*G*Gq4R z?V3bS2h-e$?0ES4bA<(P+iQ_4dw5qpdz?#uzpXuuC zTt{8*c<2VcRwoqH7C>LD?s~@Za$l(y#In?&QTmB)dmzk!Ft)S<{Iflk0DH)FR@V*s z)(RC_u_OmZJ1hXC_peA>i;6!XSFRUTU*A|ioVs$nq9lx5nQWXlPK19#<5TkyIa^zv z<#V7M$GB8FL)&b?+f0Tjr`zV))2BAnb5>6Bm%B6;eZ`VktsAPE?eK|k@K71`9F-YS z7$6S;oFx$dIim!oyG?c`7IzLnT5$9C-TPSz*NYeD`b<`zA8|3gYZ5JEFnrl{SEo%j zT9fk4jSQ$*V07(tqWJDj&8~H`2t4)k?y7Y*Pe|VYzKpbffE;i(=~H{~c+g}?1oERV z5wsM~rzRrvgp08+=}JnshR_>LoSmPy92u-N5@~>nH5mNz$^$H-jgVPdUJk~m)L#>SRJE{lc?0+y&*49VAn0^Rq za=au(4BH6b5RQ%qPP6{{RiDZIk-Fy_G65TnlSeBYzz@@N{Ql^UkRvl;^&?>q-vP zI9G)QZ@j#cShdhLH+OW9W%xO)=coN{*0bHgf4?bP#_g62ae=%ux4bw*n}j(tV`4>% zKcUYKI9JO#HXe90Q;Ma2Z`hX(n9DI0mtb@Xyg znn2rDDu-(PeZ{@q^~3j*j#-ymg92Y}ti|8Ia<06ey@~~A8a}l?^_lmJr6Bpn+c!9# zh^rmNmXZQElD+(;bGGd&=qxLt>sW!{-@EI)M!hd)vS)l!QUx6As0buB#XdDDxVWf< zgkviw!VqFIm6osUO{We#onoF3za~VUJ%w0xTAlddRz+Fv(2&m1%t1{hR6BFsPR|o6 z7k1!u+H-irki!{JO|*DNNIGcX6TS5<53y{V*HmP}R1&28QR@4Xh3@7RpUGb~G!-Q! zIGXq06hxE$701ZT_b=YKqO4JGIwYJ&f@7JGA8@8U*sF1Dy_NFOQ@r9xUJ^_l)oJsp zhDKc^Y3r3G%Pss0iALNIyy_~i1Q9Is_%kM% z@2y%iG|;;kFacH3#hO(~m9_5rYC@7wFfb86On56w8j6xLPVk~fvSRK186kmZ+KQP@ zs7ib8;3ErH)r|%>Gf|1o$f40F={qn%O?5oHY-!|>vrSgx0n{qT{Fb8JxtzynP9zbe zu_MxPOu0Q9+=2ig+Xh*fSN z2FgJQNvUY5;m?hXucj`Y=`XZz^4-I!FN`jQ5)?oJ0POv&5MFW_eSK%isDk)~XBD7> z*LA#kN%q{0zNkJeh34K3Ze%i>YJjsdiZkD*WyGSBNi68x-@Ypgdp_l(H$r_t=jBKc>FU$p*Y#$ItK9&!^N>tVbXBvYl>*SHA(vCIMrl~ANKlZy7 zR-9>RCK}w-#KA}3#Krorlb>x*;Y(LyUV_uKC|Q{NL@uS@_C}W%5k|yy)yDI6uXA7J zraLq0*_AW+tOAxk>HzT3TY^k!eeBlNqT#_@GC@4)19ld>pEv+PI@b1L4l}a4vC(h3 z^TqTBE-o%m52BW01kT_b1A+R-UisP^}O%;jSA;c*o29w!8D)Zoob9cet@E=3byJaH-6z9|dNaT1_lvI}+ zdZ1F!y@gqMnn|6wRdeQICl30mLVE^T|BGoFQ-s!t&TM^>GRu0wKwtl}y}S(blo4Fy zvUb-yQHPdmP=jcx>ynGfZ-m3goDQc#uIfpgKkH zwwk%FXTJ*99B+K7U!^xiC_V^ufGY(7j!9wfRW;Mr5|A zC{_OZ%3` z*@(U%LOAnP7+)kSN3tLXG8Mars>hvXd~7)d)O2VHt89CCEh@w4??P`!!UL0aA`4@g zl!I8r)_MD$1dlB(rE#TEncj>&t1tq8CRvh^kPr*IjlC#9$D+>jO~_cedo*F1LvlUQ zdd4wppb~PM4x;zRSL`f*5JZ{(cjc`Ak>?v8qfg?S^L8|bByos~trmqJ2#=x~hw{ViT_jdu!0SlT=u)8~s~ z7PJ7()-+=(oEN2@`iFKR*4?0K=#4_n6V(gE_oDZRv5C(g9b`w->6RY_sc}bbHlSZk zt5v1gjy+Qp+4$ymDUW2I+B5|MoDh@ z;v*qnc#3*J1A8z&)aqt!7mFmbBkFR8{kC}Pj>V;n^!=?Lpv8UTnVq-cA!z9g&rBtb$3@d-@5zqWqh}dyL*+n zt6r0woV*9Ox4(asq?e};BTF_BO&#Zpbl3`A5oh5ArG&U1aKroV(l}1S0xE~>J;xf( zwhwVl(4gR>qu-CA$Y;C1ejB##CwSGh|F@03b?auc&xUQ|xH<9n@-1)q(Nhqjm1!cO zfT9s+BbTKiwA#8+4}wgflu@{lAy}o#v4Nk{ktjLe)q8tn3hak&^?o=9V4?^BAV z5<8}3Lt&};g}Sf#jUcjzL#l+*9s5 z?gduXLHc<8CZ4zlly^K##jKLJSyfclkog!pXlGFz1Gd1Rp#n<>Ln_R!xBeW9{RQEJU! zaQx%}|6})9_fgBpPgzGBF-p7tx+ae~R$ZL70+w12hyTkXcWh7|v&cpR*slBgs=aFg zhm%b;dRKg zRpH0|5nFHf@oh(Y{HySLf$v@j!~>5s5eG$@|3?Mm-vHBailW#vZh3p_A}@P`!HwB-rb zgBgzo)rnxq+8w3-iuii+pEXifSU?E>?9w@87O1w`FzeW#v5%%af zjrP~sjm@Pi_?H4SjAi4$|J&7l934n*8BDwX#+3FU3j{K?lyweUKVw{8+tOg$YHPXB zg1<^rt@;JU+=FOCoHQz(OisxTR+V%-(}j0bDvIcXF9Q;%P9acZ^KnIcPKymqHfh!=A;o(W@o1;#|?2`plSjL_UOH^i=|VATN1?UUM4Fl#SLvDHF`ueDHI5 zhORJ7p?!U3nypW&-OkEnK`35d9(sy`mXVf@#l;Wqg4!*ObSD=V`DeQ@B+1skj^d17 z^wF(0UN&gFbd7QTXLav_leydT`IU_9B3sJdV^nzdcN8Vcdp-Vya6jP!xD z1iYJAPxfc%_UNeXM!mB!(5Z0Ud(WgZwXahpn1c~;E2lB``NQDzicf*sEyKLO*?l3n z!jk2$i|YeSU7d6=52)zz5cON_d|_{Vt-vmyP~elv5wf&z+Ot6>FE}y4XMmenw99~r z7b7E6D>|CeH;*auD)5*3u)ke?xcC^jYM7JlH47rLONK=6RW(tTJr5l5ndjB4?|jW@ z^k(T~670?+j79KpGl$B!Oh{@ibwn86&r&Lv;S42=MVriYtgQ*%`BFUGu+07$#w(lI z%j~e}=SbASJWiZ5N#oksqrLj2{=M_+1a$|zdejV;_VSl1k0furitF|emd)zVcjGn; z;)>L=t;!bEj)^A4MLXNsJ5bpn|NadB27Dnr2_&pkJ{XxSB@tYx294vH;3S0RB!opzMMKt%Qzw@YpGm_Ng0!_0Xh z`XO`<;s!Q>_P>eR+Fc@Rlq*V9OCoP$OkVt6u%y^cBFw5p9DoXGAw%e9vFFgY*(IM) zApZ{@0~JP}-QcQLsd=O!-<*|$%biA84XB&hXr(B*n!8ICYX7Wtg^*H_j&j`RdHWf~ z9QoDm)EE!sjo_0$3=Cr#x!&}2YmtrkFKzO0ZuNKthzCm+t$sT$&E}&L%vdbHeq1M( z=AGVa0+!L-4Jx5Vhxwdr#mT@wWBj)9CkyRo=Bl`#UO&5?0N{zkr#o!WMLI&h6Cn+1 zf6oc`3kj%yQbn*MUb1n(u>GT{eNn!ra@}OPheZz#cMp$tj_q^mDjFN(U+VUumZHz( z_V^S+?RRcXFQ7DX9!cL)x@jH$ce9SsvOMz=_8i-3RdbvJNr%9n)dz4VtEG)QMR9&D zN@;yQ`Yd<)qoXsGd<mP|IOq6RTX4t2ikjx;s+zuJGd4n<{-p7$>IVMu=`s}>@haJ$#;dox&8VsO3sf_O zyXULyV{;R&Z&2yNa`9M10#3pA@YPbovX{x9+SAB9QXK1|sc#VnXCyA)JrO)-l!f3B z9coZQP~=78MT{`9V!9#2rF?uLKl@wypZ|LSR9T1>vvS5i9=Mer4h?G2$R!zKrYHP9l!PUh6kw6gVE9t7M;*5t5n02h2HSo zxksODtiYbi=hy+8@~EIyI_;Irgq0B4Zm9vIfR zi%(Vb+vbK?QoZ6n1Gxzg3@(n(`#i@1#ob97af7`rND`=OIgoTs0brY$bMNdu3O-t} z;Uv;Pz-3n9<)e#5et@MeTvlZf$Zf5a<~FS_19TSn-9A8MN)I<||E(i5JL;gU0r>?? zf&ZOfx3~NI`_BjL#>8BfkHZ+{r+jAN|7^M09;5j4yV1$dd8PS=Oqb8WJVq847NYE> zE<5Xs4vJacjpIpo?-KA*JXCX^7$Ox^PucK0sn8)EkM44Ty`9 zIb*u=36h=b*^kg^>F!iF06K6|bVV;l6A}pZEiK1?e&-~KTPQ<0HdLzyKJ&wUo}2%hO{XjD;jp7EX+(zJ@mJ3_cR^YpwR&yBKL~g z+LoWL$XxiNn$&zN@YH%Uxf;`Tq1B+#f2mfi*d)!Q7i9;YKX~F0*loQ6x6I~j!6{jx zaEwe78%Ju=E7+%G%g7;g-v%b4po}3HV0d|;9#gcP-_gvYZomoDY`)`vKS%#k*P6lr z`fRCQ2*e@qeOx%~VM^lmnT6A8s29-n@Fe|0_&4~XzP|0t>Y_&acVsXSoB-C$eI4hcrSgU!i$t`jTJrzhrp`4SXkT&eZ#z z7aDWFKiMiDSa0%H{X(a8y2|+UAgq{6l!~U*Tsoa6QV0)|j53R0g7#C--AxVh&Or2l z;_<(={|IL?+jZjNVk4=28Ox=nJ@IRn2Dx8&au)vNoL6j;Yy6n7{#xPImD7~ihZJe& zT+5Us6%sqt$~KXHwU)Xw`8>_?uaOsCPpXxMO?~={_uuE`H!qr53QCXc(>)CRe*a`| z{)+!U-4w&-nysT|u7C}h)r>3)7w47aP-heAs~)nP0lORL=PCc@j{7>Cc}Kug5DwZemS8Gg_LYzqdI?`H$pKC*^E% zmA)Q^6H-|FrjevqV8;VBe8W6`_QoePBVNUb$(&tYJR;l>66DoL{p-QLp_*t*#NBxx zef4nMGw0}-ozX+!h;}JqrRy@g_$LcYaaeF&S~OY4swJN`}yIiJ;FVe5XeKK zP!8uZU(#SbHb_R6%{Aycn=!qTIx(EsZ0||`7Dd9z$haEJIeS>O#cAeobx2l6$buv?cl42Q&3^FG2lW;09KDUxv zmXMDl+qDeVY^qkA%)Ed0GGPy8KS)OM_lar6HGSF2Y!xM=wW>rLwW~*JzIt+p!RU&L zdPMKTf-;wk@&Vbj_wZ}s_gK`{j-yUdDqqmL#XT+KxF$i= z$thyNL`q=(W!&-xVQzF%rh*dJxiV2Qz$|Uai$mGt7d-6z9Nits z=qPYBB}a%f6Yv%mlRv*>DNUk1U;rV!7Fh6*PGC}}53l5dCg`)N4%$e1iTe5ZabW;k zG=2`>I36CK3+PYOQVQikm}Rs1m6$GQwkY}edVCg|({pksUT|>>#7MjPY{_mV*@6ji z1qGlNc>hCDQFHS+CilK-KOPO~h9KZO5CJT6p}M688;&(O z?O>l()4d30bvf%mnB>J6Hb^bOzE;H?4v^ho-vKDKes%}fl=c`oFwjDt+(?6T>&UYd z4^zX&iI?qd9&(qM8LGxKyY4?^g;X^Hem!SEnM(^dsff$0ETAPuc>1Wwn@0b#{@#UlMi*TY(tyoJvF z{Lw#;G1xpFE9e6{EuxXZ9D}tLLV|cvO_enxvuUx`c+KPa=HiE%+N~`A10|Vl8Or1S z4}V;p)dvn|{_4}-3HkO^+V|v&(qCz_E7Vz3$%VS#Be$Z?k-mPc9$nmv>f{s22F8)U zz^vag&*4*+n||NU3Vx%9GrGC8PAkmeTe>ZUOhKpfH|ZTs>?gJSo6TvD57<4}xf|SV z;=OXs-pAvq?}@twTFXSQr{bvQc&=k_Hs|H}9q-zS7Vm5KF#2qCLh*yLOxZSI@z(-n zueBTI>cjn8c=#fv!hgE+$4ISVv31X4RP>S$*mn$Gi)n0jDH!ieM%h|MqS~IO%$B8D zT~{BuF2s%#6uL;ca61HwQ+8|HkQ`W-6t65|^)a_qeG6GX^35488|Lb|R)An3LIc%> z!V+1YGC=~R6fdgh-c!^=JdA{>A;cOrGK#88QXbV){KpT(iX$41&*?#Ui5K~MEy>HG zfls75^vMkH7JOg=PFWO4Z^G|*VzCjgdy0l0c=`L$C!W@P=S?AFnTHoEn(O1}Mdrn6 zVWr#O)VsjYzc&dJEDe4>?kZe=xUuMYJom;_Scu=kB_P3AAv#a=BBn_$tK@j3<}-H_ za>D?3?_Ko_wv^5RE5taVSG@4LO|pO!Oto)Gl07Knhn@ef9Is`8eXRWbsi%^c?^=Op zB!R~ge!c-0w)Rw%$U{UsNI{eVtHJpolS?${dHJN1^l8IWQJU5y3{(oMG2dxp z9}Yun21`Ur;BZ7M2&88S%`{ypSk(0Rx`_r`XvOL%suR-_ZWv`-JmyeeMqR9~Z2CSi zAynMsIllJj@AqvdML<)+MoWN0BXg(Ac+)GMCkoHg0V4DOH8OGl$MqPo5KCh z>71N+P*k~kc-S<#>KK#X@{JaXo(nyLOaQ|m@mKIsaP#=3&P^DjN&eWf7epuD{v1Ov zs4Tx<036quSy{kzeG(!LSd(N9K!$EKq3XQ27IS5?+260Ub);mJQQ+GfF0Q5cz21$V zve7J`qHJ%77iWw1i}%ONX7uGJz%WqFN5#WWOugkYAW+8|wZ?HT?$gN6$&8@w{Ecq; z1GV~C7>0skZvPrFVP5_cbuOr0jm@Q`+|I|#)02&%?J;_PM5bkMc?)F!oD_42zGYoL zArhI9ozsKgQIWw%Tv5iQqD6+~=DJu3j0!B*{!_@8s%q*osH&9VJlj_9Oii?xY&Yti z=VV`!)lQrT`-Ju{8}b?t+R-Rvd^b8OzHX)2^Vzd>f$pfZ(>~^)Q|0H*Ve_~d7R0YM z#xzeG(y0VWEO^NU|5i4nn8*NO&Bff*oT#E>p#Ps$rfbI$pJ-frsjC7PCy~z&G(!jk z1o;Vgu$=av&+v94XKHpLrh|jIK>c8!AToVp@0l3eKmU`>zuAND+>!Ge_49uE9rF<# zPtm@|hkMTyN59HIk=B}x?~aVk&SPL|L`(3bmDFtiX2@3P@%|l0}m2` z2)+%q`cwWV_Y#COflkX`Xb^)amwfF~)%~v_Z&t)&FJp2K>@8OPT2`sG*AqZgQs)zb zO+>C*j}@bi5)ipmm>GoSUzaZ+u{7WNXmnltHnwPV^ehj7<(jgFZHg}EEP>%or75)* zK+(_Lc!ancy~;~>lf%cDPs4O}57fK7bzYwMewVIO1v2!^_xZ(`x!{f8z%6t18t-^G zKG|%SobTwz#-|jpw?26?tt1al-e8ix$-mRGzAdj6u)lFFT_hS+oqp#X)7x&|JCSTm zoro)Drnws1edPf;=Ec@TXL3pS6S<5U>UC-^LNEH2LIgxN12Di2yW@+i&d}>2h_0<$ zBdbRft?S&b=+r*DGXrZD&9WtXQfdpgEPT6aH3vL>%nvuSP6~fFrY$w|8KHtS)p9zT ziYje$XjqIaCLha-M_PYU7qZErPX3^}dhf@=po~&|3(r7p>&ob2pY5ru%*e`1X}W6f z%F1=lID1rY^t9)Y;*70Ca_O+Z)X8C=NbpGnmlTc!V6mF7^k5L3;$gFL02X8EY=|yq z`+Dz|8%zg`b$mfg$UxZV$2ZZT$|?|;sa)bOE>&pYC?ggUNYH%=!Gygsul?n?Hkd}$ zp*N4Q@uV@ojLxO~aUz_H3j~JqrZ4Vq86!u7DrV1l4$EEL>@*WQ_%*sb@5w5D7};yG zl$Esqh=>Z*(eM}4jT2AmB-^|kfLj(4aTuXjXiGFf|x>Cs&V|RS+S_@}dQgxcrN6;eu?TZ($gX zZf0x6GP&J9AN=kKY%Vtg1W$dkYd zrR{R75{<}7=HaHd(x1tF6_-M*YRLzh{`vI8mCdN=*}$pV{~}@vGK{h)uvM{ zfC*8f32vP=jhCoyap*1o*72pXt%IPA<-Y55gC3G=@}oPBTuV!3OD?X?j1}oy?&d=L zw=(*#Wyy0!y`0>ib>+>=k7t>efAz4d7Da4Xa%=NzUMbFLPm^)I&aMJe8`l=srgS?Q zl*>3%6L1;aSt~0m#)&r(k?bmed@q-OuremmT;7djSvc1RVjyuao-|t$(-W+6QA%wKX+_lu%q{$?jA6 z?l{rtczJR80X8g>xr*1Kmt)?}&cwt7;10n*;p{RD;#=|4Xsy%jYfde)w^~1j?MhwY zMRT8Z9;IihFS{%FfC-(d)j#`84g@XAmT*|5qnY31)H;QM6LRY=xzXFT+_l6aJ>y3r zfWKk>%={(6L`l4)KS3O-ES)n?9{W6==FtGxNM?S^>ac@UyA6@G-4dTz4KB)xi#bV# z9E6mE|70mAYCf^ae-${2E~{3UUwQOJ(|m^bTNOddi#CB@vn!}|HamM7%#aI@Wz$b@ z2%baI(OF|(*{9SJtRpYp5G6|^Je|n3n(qSJ-huCALh61|2r?AH8-}pLsfQOD8>{f- zeX|T*YH;IT_|-pZ>z`p6_PW!NhiF^1=OlfyXxO^`-*9&eV0%YK5*7Owci@;nLr__O zW9+DhbBo67w@Ljnr}&A85%uheeqos)@Q3e9!uOudG_ng) z#DBKhnb^p-loa(=ob5uJQacenmFbxl)%*T_jY&F2DuqQuO!uUsmG%p=PL?K*%7vt# z|1&(X@?JHls?z>B7d%aFJs!M28Su}^sPGlssnpfk^=zJOALgf{mQbpd)R(FVREsI` z?tGHCSlL`c@-?CP!=2|RJKWSxXr8@r-rw#0vyfJ)8zg5UxIi5{>jZt1H@lR9P@7Q{%h011E|=#b6!pn$NyGOM%+tEYbMBc zSt~Bi9@MBY59Wky#9dudUWbkJ{f&pR87byxVHa-X!z&feE2Fui?)QuN9+{V#+mTf0 zKoB+2!6pGmUd|_B8^7g}_Hm`~rwZ>#<^CK5JT6$WGuaAS7$+*;Qz=-#H2NdMB~Box z8}Xos>vkj!268np_LGj)yDzw@5QD2@v$gCCBU)GMAnc>J|IKQFyQF%(-Zm|?Mh-#C z@2OZo;;g5!aE(gpFcRkfh!ZU#!Q&ij+ZS8&F7Gy!2n({&!hoSz8B56@#(s}PLa;Q2 zF=vcpm=h9x#Lu8Y9qhk^1X_jxu_Aa_URk3|p+#BvP4$b@LiF%JjBsJD4o;XR$!{)? z$@uO=A>@l7Bc(9?HuJK+gl&Wy&kM2UAon(YBc_huX*o~*|GX%+jy^W@utc>%-^_Y( z{pRnZKN-wA9KZ@GWDaRF`yVfOfFdVdY&^Pj&*e1-(>qb}{6@;OEHSqGk%!y!k>xFB zTT%8i6x0_kJs`L6f36h87UHl><|I|!T*Ot1B_t3~$atXaR&jj#nQ5VgxuM}K{WqnU z+tETfnX9dG^7$l}GS_@OXBQ)fT<8t9Ag<8Y`3pdI182=^(-OpgmH}B8J3Zv|Au~Q@ zkf*!9+JG8&4C=V6C{>iAlI@+HTN&Fwe)v|6<&x-CQ0Hk!J#Q`7t{#NiKMYFSQfnOr zHA}U)qG6}Ymo9nwjc-MH(!E_hpqrM}faq-O$!kojHA`@xYuW4&XJ~sUdGUS$#kiFH zZrlF8FUlf0|Ahn&QnGch(J}RB=Bc}1V;o>p<{CJnjr%MsK5&}uWe)g+Fgkx*%5WKV zOXnl+H(yr%vSEtUFEy}^1Q@5SnyqX>;r=bIVYKF@r8AKC*U4_CqwdaB28gMdIjg2a zW?gOVHmEUYS6y2lj>s0Qt*r%?8c(?=aeTUPg@FA?oN@7Ru3m(XB~^MpyCl4?FG`*~ zU*(g^zyCR%Pb2*^0q@ypMy~Z}sV6-FR>;l2P8CL*4dZJz0LM~rKl5>a0j0bBZVbqn z^bhn4Ax;0uhBH$j%5u?FH8mly)JV{=j?$$$?kZ`#b4~TytPS=Zu z2CY*aU%-aE?hEDF8-KI(*m_If3p7eE17|TJcWeD$m(uZ?>tUzsvy+3# zlkK{IyunA0tVzcBTOjCK#CnyPM=+dLbmRM$cloXBg(TyOhQu_<@uc$X9S@m`MKRJx znDCoGxPZ#b`&lT6*M4(@^W8R4yy%_G+vfTj(v6(9R*zs$9PMJpY-w%MKPS7h=64MK zIysy?iLp4@n$!zB9`;*x=H~X0@qRb@A^r3fCBMCZlOv_*b@?__EY?U=<>Mpt1L%Xu zw8qAdvP|{S1%+KH+Fg{wr4N~oH26@83X68m7+(yA zL67XonR$aN<`a)-#MI`@=25`m;MiXMjDx@bGU)3B1gw{j6mMvycf56$=(yK*X43Oy z`($rv&*RC#T&XM*;Lp(HCJ)TH#qmVa-^rYJr{~JZ{5`_1flaBXuM*+EliWYowlFp} zHxf#~(;=a{@1dwq*cYN?8Xckz1&tE$eJDhPU<+mg^FAn_s09wa`jj~@fhC?B4^~&f zYh-9Zke#JoqZOrl&(s*%gDymRstipVK;dem<)?Nzg)26A(V^sxf9u;uVz2(Xi4p+9hQuqt!{8xO1jJb&b3i58GHbFL5xUHFb{{t zg5!%Eoj^Em7qFxK^=j0BLxp;ZdaD3%@e}~^@RCNj&Sor-5qW?V?U@?)d|;_}Fx>s< z3rYTXaq=X;l7gx^NKPc${B1Tl_;aEhUpi_SDKJ7BW2z zj;k$9|8E3FMKb8cY2Auqf7s58`-c{A->-|R=d(YbWrb_Nj2_A+UxHZw&^Pqn>%j&b zHFquiwlUa={Tk}xt!HCLFwDC-|7^t$kq7dzAbOv<)4^fUI}dyy%lm*{_(MtdD|Wz^ zA{d^j5a4w(;XmrxIIh^ayY5R8=(d#A!#&|oz+u$8+{??#QwV)?RVH=k`Uk|PWG4{J zUDIx_Iean+K1HNYbk7DF{SU+-Etk!@bbmP4O!_WOJd;!OeU4BaT$vE#__Wi!w1C#W z5K$rfs{HO~x%s8W=okq_dHLQdQzo|S5BgP04dR)4Dtk77O$vf^X_E-zPsFNyBi&ipHJQKK2d4@LK7YFRlQ;32;R+*(VR! zid(ecu*2=C^FBwPq(2E1Q3AKOU2qV%4>{q|dF@GZzc5aa9i zsBEqWJXeLCUzR5?l@6D*3*4W0$z6_VJ-O9-G}HY6IScqt%Pw_({{GGN^=_U%TMKqs z%TBJ=v;dg?#DzhRZo2M@;xo^~#fkRQHO9+}Q=pX{Wt(RY;N@8ge!lblm-_cCQNV`@ zG47iq8BQy&ZQUw5N^XbR>;{=lf`icCSgS{>uHl$l z(bl2nWlQj;hWY@-EYRv;PbZiA`zhpCxM7C&Ev>4q`=Mq z$NO-7xUGFBe|~iBp^!+la$kW2Q6*u{NMzE)dITfSMZ@pc$b7}BdmRgQFXqRa{gi%Aq($21 zv5VD^NO6K<30@g%d)>FLG#M^QN1L~NMjT}LW_ZX?#$z%1*uwm22}%*z37U#zY8HN7 z9S<w(!0Wls-flOC^wm)gJ0Hn4|2q76Mr0aSaMbUA7DxTA z0DN=}RLBSHZ3P@Jm92UjYl&~FOw0BaPCH_UZQi~s6}sf*Tk2KtMdagW5Ao^|Qe{z5 zwN7G9TpInyxvM;M<)e%ezWv6INHhj3RPkhH&={n4awBy+AtXJl`Z)-vuB~;hhmdez zUi+WpjK=6``Ms$mA}Wf8CeGOUt9r@=Lo$qBz0|kKLE)mgg0f>Z=j#%UrlqZa3=;Ou znAo=k<3AfygHwkIwp6B+N>)fNTI_qA$XhmE66d&e2=nbnN4H^bWK7Q(%Af;BZ2D-v z8YAzJMjWTrPgUIM+=E=zMCB8Ci`c@sAR~`#rge8k(s?(3_%gjnnT9nd zvg7SjN@HD&h3zBBnyv?Gq-g<2tD1cqm+r-1_Y@8jczc9t;+|}wm>{@9uIp^2H8=lU zv<}q*_{>LW-sHb4f2C8S)}9h2*fDT?K3$fkK=AV{yg|xrx_eN?asw2J%zM>`ux`6a zh?HnD%1^(irUTop+G`Tsd)D$8k@Jler(vFYv49qa9V??OdX;ri_@WbV3?0)9$Isd% zFr9R~0~_c*a6PEy=+;s3qDeV}Uk)3}{g)jD`$j91c^YZ%_kA9rCxTT|T+CMX!-vnu&nEM~^&0`CJkLt%`)KkxA>GODi@g5H9 z_Q1^y7bl5N`mZWnAKsWB02~GW&6$}Glg{3aX29pV z11uNx6dnHW1>l9|$Pe5X7c<@(S(yOEF|uS34VHXm)^*W^8IS-Qj?CezX=z+9u0(cO zi^*Ergf*$+9ZH?3?54SRCWs2`j;@}50qPY_KJ6*gyK5Tks;_WCkcWu`i2~MiiCR;!rKqo!B@r9$g}Jd) zmM3qk1*M8d#&>@KsBd^cQe0DeEAMTh9AxQMs zYat-uE*mEqihBOpJT7N4ty67GJt3Zg1YV%7Zgq9Z97+|a-`PH#u zSB%u47wkVGBI(wQ{U1poT6`3VO@(xu`|=&%nMq3iPD z{HKIEh9JK(3%;?fjz7~eiVoh!z(>8zv-`Iy>v&iEcyaW2Z#2~V{2Zayd)39$x3a!2 zp0Ned6>zkpwAT?KF8HCRqPjOcj>FFV&1P}TOFT< zn#XFm4FzRy-c0Gc*3~7RJv%cUqf~O9y4vI)!@51Q(bX-<$;`0YyzwUqC>3@mqghA& ztA{e?utYXP^;=e2kTT)s=Ekgh%hH^Q96zE9YS>LJqlmE>taW={%It?|IB&G|*Y7(D zoe1PNNJLZ*t+fF@5f@&>%0RL42uVn^txUG7Uq(@DSuj|KTsDYGa$<$>(-aQ+`Jbi3 zlLw3C_q&p^zmRzubR7z}9KJYCr7#>Z@Q+0vF^_vYo95P-il6tS#J1oO4)mO)H#8_7 z9%y;Od${ra|M7I*@l?O>A3s(dl8|w1%HCveia17`9C5N`?^QM#S%<>0SK-Jy_RJ_kF17z7G$433&q0z7FFlt%SmI3-rccNxl&a>G%T|GrqJ>D^cS?97 zVtEpfl#GBNh^OV%t337?aSKT|>zc}jiB+>ttIeN2{yV97A|R4NkUg&v$a1{v6aDwr z)g)V$LRdVA@+pkf3SJLmhgx#o5O$5HwN>RKffSwih{qOwZDcV>tz4I>%;t_&&AE+s z?H4nXnGBVhOQS1pAC*t-~g9jyL{#(f7$wPKU4=EU7UBIc|t z3m@hkBvAXOL1GUXlV#G>rh8G$eIlA8UB)TLq0 zZ3UEZ{a#ua+A6w4S_#Fb1hl`TBnuA{8>%(#7SM^U36WQpca~s;b{#21uH?R8+yAi- zs}>AHR^xiT{Jt$USSh#h`t?aSO4U`s++3qnM-GEN zgC4)@Q}jduFRcRy_A?n}+}fvGgeoQDE)FWTNU``-|JCcNK(YKn?v<#GzFNwT3q$|R zx>nxS47drFbM}>!e=6^o)|z*W*IcKamWv7V$M&#Q`M`@=7Tmp_a zu81=7ji7Gu@~z%#!J)V#jdmc%z#uAj;iZ-RHe8b1Nalwq=a~~;+aX&{tSC&b$Kn0r zd7p?9lbee~Rsy)os-7*8{N8ZxHL9(LUZX9Hq)ds(VwJZ^vpUSEN^`YAL*HFnv=+uS zte(SgXyldN{j_Z)a{9X@+9RtdW2LMt;6JUVos%En*YFH9b)M{lgp0D@Rm7Qp!^9g~ zw0OMOAo@~XO$91dd?V5tUXrA2D%rPGUC}wv@17Vd?d^T<=xGxywZ`Zn)JBCSh6F->%Tn14mbrte&&YFjexn{2Vh?dUPIo{yX$)`Eo}7?0_|B zGsM{$+y<1@SC>vX`_R?>jt>1db9Fd&<#LTOLYUUg^(J`mTxBm`&|3svIiDRY-4I+( z`l5E)H)TjT^|ePOzNA{L{X_HL{pCMyBe&!djOchCIFEVBjilMgzoohRR-IO^NYlpL zuI*E8Uoy3qc$=FJ3B)?LoV|}f87?QEqvDx>92TctxIrl4~@f#6Wi{wzFVSk4~ zs6d7MO=wdIX|Jtr;XhkTjMddvym>`?{LmSzx~Ly8VnM7yK0z*YlSFGrlJZuO__T@x z4(h5=geS4;Ywu%xBf(9`$cIanV7KR^fnv!?jTrF49I)FrGxXy~`y$!FtQOt(eudySJ3da2miBzTB@J}qA z`tHMh1olEezOJDRg>X;CQr^*h41rNd->mELVLVdUJ^2%%dIdHjdw+*(E5MoO`2`Wj zv#Oao*NeZuK!gOqQLNBOYK7$j%1{(8t>zN>mgn)ljGjrFM#O*M4hM61?Y!H!D)8X&nYb!+e|he8 z!Kah<0hd90arj#K5RgIVhn$)KY*V3Zu8#7b-!|w{*CV?+b=Pvip||ElVfCL97}vnk z5)PJtxZK5A7YZ1_n@Ehn3XA9SZCiHgzcwx|fy8$?2Hb@L!UQM_I!TWCCj13FAp?nT zpgkOtxBWU_iS(akjq%^(_sTa3JC~O=lZ(coR6RLI8pbyw$_i_;U0Q$hyvy{gid7OKGagHode+XXlq^;B4(dvknsA zYGBO1*y79n^AWksG5fQF?x6gxcTNYn5bm>h~Y}eC6}b ztF0<_AJ(OgdFF-ZP9vv!P51T)4NzVy;k+tGz2or%8%?)c1}!ag%see30vJyU&QQVZE2_Hzj(zJWF=Jb zUE}jd7H4gDp5xrxeVq>uLXHa+MxH-EEwEh+G|#eCzUmu$y8j&ek*D)-Jp!6xJA1kG zG(n@OAIqOwmQ0?ZE|^W#N=?Rxq-n7=Ng4QfVhUMl6DMMy3@{Y5Dp7IbuOixhX0JCN5ruIgnE~*$MYf} z54vyup)(S5-rsS~!hagJo)Ozf2%r3duD%@G{pCa3sA6NRN~Yr!(=d&I2zWeH^eZHlZoujOM#z%+DcXkyJnnSriB2INDj=mw_t6P)QE2fTZ zQjWsSlal~5 zEn0Q$|BPcL($2J1X$H@h+D33fV`s{j8#ePmS(esqpQavibs0QU15$T&6`SHcnmnG3 zq16Wgm+^)4>L!WrQ)ILVUhZBTolhJt*wxMM_^$H~#P>Arbz6EUW=dtAn{>tan@NPYp8GH`2wgioWI-+9I`E{H)Le# zkO=~2MRAl=)(CGbFfaZf=>{|`>zZ%J0f1%07IJ)xiRpg7C*U}V#|euF(+~CiyErQ= zbCJqIz~>v|3S!cK$sF%Q}-w`lL^ z==L@&RXXck!}Y`W!svJX7mY0Bb=Tc@D+l!+ptNsRD2(dAQ{29*2*z*Z>R@q0B5j) zST?^zIpZ_dnCQ3?2}2y z(n#9h`y&MXaP|?xe%C4Ic8%d1t|_4>?jdKmvmf4MMvL0%H)?wfEAh0~s4!AxS9~H`p1HZmo6?(xWe<2@} zv^z@!J$16O|J;w3NhE?>awYNC^(iEPXZy*?w_p2BY>n63jjHBZ$=fs(=?gY`JoohK zmRzQIOE~j#nL8B%4mWV}P4w~SU`~k6X6k)jp33QIk_u!5i7a2fbJ0Jn(hEnGCzHiQ zK_6#W4$=@tl5*2nl@ah^K^a?*v_WXXNrLJc_8Ic9fVV7;sjdB-k{5d|+LrsU`~$^1 zCJxVgO~fi0mhlG0z3*wlrlGgv__`wrCx|JpbrBP=4?QR6pN5iUKF1xlAj2dkwq8-a zG75vNrY4D_9y`C8&~(0g9%IC+1qrJ@q!+(p4^!cP11BwQ2BWU<0~2KG8-#Og*EbIB zl#!S3;8Z$7YMDvNVoI4A)H)2sG`HhK&8^~74WSZmk(=?9cW7+Fjkv^AGb*1Gv{4LH z73NH9mLrcPOWYcg^H3Zm!@GT&RT5oBiv*v^>L0v1L)TBB;JEs0k=SW9VIH(*g0xuG`5_l{0r0g69V4HUMb3d&aPCoOpwStTdic{ zG;FGu>5PsFAGYJ*HlZ4H`Al)l+w~z4Mm>qE^dJy}h=3sAOz9Tz82=Ll^fT(E@X!R9 zUKn0VHzzy?@1ms>Dm6M^Y_AuV&tc{%DjLs?(}T_bZdJ0{Csw3 z9jqO+;hDCXhq!E!E!u6gSXXmJ87LAsHA!^&NO`j~O_z9&7H-xqgR4Ul#{cR#D{E^C z0CBv6PmlEUC~n<4Snd>wTFKGo zsy7<;0?Coq$%K?oB^v@a(c>uCB>->+cpj_q`FaHnGs{Eo47 zW2ZkP7x05b9OHf1G@7oHjrd>4@*89%;L;hHTI!&?!fj24HYYq6#!nnx*w1(}kIJeU zYl9J~E-a7FjdkxA)=41zXT(7pX^Mqdydz^EYSdU$fnfETRU> zp}O1zYkSrb^{4EBV_9&tJ!OCg3jBXoZXwoJsrzqk;+a$wVTsmImR<%Le|eejP}hG zFTlNoi%d!J1Rx8~G|Yp|xq+>>;?&}cT1ng{10gS46Pd&mEFTBw(7mDB%ip1w>n~W_ zZMxVIgAGjrAxDuWo)j~VY34QJUG<40#AC-Dm!bGY5t0>Oy{d*v@+Yst3!X`^T#Vp1 z9Wd!g1kEFg`~$Xy@5dh+*A3h16?q(p{Zom06GG<6{!-UJEzj5G=HW@d`nmcr{b=*S zz@%VWgU9Y_`xaiGo!XwZPKf;j?~QC@V#@oG1QbCQcaArHYdQ!;a)zxBRLquyp3H>e zq?rv1s8Oy5`?7i4GvONLmG#7w5442@^4@Fi-Wk(Nd_7r#UQ^gaI6e3BSA0D&?)UfC zx6Qr*ZG&e8f(7S)zpot!NU$bUqDG2W{?=K93BPFD2ZaW)`y*3IJGk|9PhQz?mS%fj*az?1A zthoe(fI_j*arj{P6RxV}H&H9LeMi7(%`Y-o!TSq1#tL}L+jx%(M9=7LxzI5L+<2*P zlB?+z7MynO+;7XJ_MLT;kohK#*oGeI+B;QK*^(KFQV=z0#1|Cf8bWH;Ocr%Y!WACg-&ZD`!3lHZd8C14f+mj!I&w;Y$14PRa`n%;jnkk z=aYKOa4ppGv&O#qFZgSXyAaWPQJjgS?1LHWGH)g5d%VrMWvj~A$%TgGg3c$r7kS3= z<{DXewAyE5CV@CespVpNzw6ekUT_6L_R_Vc>4!4FH^J@WtCzkV%N=b3G`%D4;d&`= zxlCdqZ<#bxnyU!?(5ht^WuwHA84r1{-g_GpBWe+4pb*^Mb%wA*p2AnT?!rG%H2 zsX?vcQm6f*2HI48t%MR#=@Q~;khh1sihsESHb*|3kGyf2du37Ztl|NO+bA?4iF&TS zrmJ!BPSq)e8_+Vg{UGV>-spe_T29KV;@{IIT8<%^tVcX~Pi~kZ4BM>yJ9as48VeM?dr+hX-!7YRLZ(_~m?dfe ztLk#Y*PR{Druogbpv%8n?FI)vY@Ci8^1^DGR2$75tu>y({AN`bqw*G=zPohT#{Gb= z)}}OCc~q?(q4q@T-k;VLK$TRl4pjdcY~s(?o?2YtkFAai*{+IaSzKJ)QI$ad62LV7 z=(YKVt^aoS{h2d1HpQX*;M1SE4-0pmF>C|)RCt$tM%Lw(wG>AfFGm9^LA0#lxoNzm z4zGFi)2Qk+cm+?ooee*ZR?V`AYS=%4^3FA@x?i8WQO<;nHVh#y zk``hBr}O7fl~0VID#lDXTeVJ=@-I2myUb5R1!rmm`vtL*rZ+a6A6Y{nY9&cocVN!A zqXOdxpn;{1bbJ?AP*PUL&;M)zB4%NgpP(*y_pOgPS!A^hm0HQ_H3Hu7ScXPzoFpMR zwIwdSlvCX6Gu%3Ic!3^w6NVv7K-b3_Qjmm zR-dYv8me8xdSs;9n zOtOOfSAb9genH){=V#%f=t&>BY&ge!ZsK8sq0DS?Ra=)@h z#*ZI+H0pW22)kGkkH@FJ4sf{wm*%RqMij8mcXU+dXY`1;K=$ zaAe<5Z9Ov+M20@c8zO3sgy_?#=h4IN;ssmnKuD~J+_^zQEA@R*GHSP0uukGe@7wu( zpog_lus3Yw<3K=(e556PkVtidpJj7^VN?hTuj&SE|3>9OeZIw1c)g@#@cH`)baF&; zj0`xU74XXKpYF>yr4OCE$laSB3O|}WstagmB_{CRtE-D&#dBkSAB`zp4L<2m69bpH zym5cK(%W1bQAnh0B~w617G8CQNCoM+d`3Y*p<{|J_?Fwm#*l#7acQipdwlr4JNG(U z$Zw89jQDAM{?)<*A1+$kz4(3$7jh7w20kbBcx}a>e;vDWh?t#c*0nXO9>4oi>^+&! zE+RO!c2Dq|nSg&n=i~sZDl&WSKM=%k-7SChC+y+5RrWc zb|#lM^7G+gxx~=reCWTb&Wop=w!aq)Xs}vq*SkkvmgpeMHl02Orl<;dvy(+qb(hyN zPZM@t@qW7;+_ih-^0UHS2?m165!Y_-jU?Z2N@$Om554GRyKGhd!`9BO6PYo}ZO77x z62kVaj^7X|kqi^`J~P!U&WdOXj4@D4+79?+ops~$*9Mn(%XrHKF??i&U4-%7 zlKL&gVfYcJeWd!4qtNm72v+V$xbdicll$^%aFtOxN#0O7+`05k4^)d7e*5jH!v}}x zlgq6RBh8m-Zz)dQ1&Fz-9xwvB*t29>bplQ4o;24w!7(;PxeSf?2_ z;XGEQ-CNSMcGu4i>M#Bob+&2^Or3BF#Em~w%CpxR1SurIcElBBjnE;Hu5J`UGd5`J z@FsL(^zLAy1Yc{$@sHZA4;-q2@xN21Q`)-L} z3FsLnP60?W)%*L--rN;#O9YWi>;hTwmHXiYkVr}-a?_sx65rS3Yo<(2d9DAD7mL=P z@f>6yJ0dLdV(xDg#2Kb#ot1-`$y<@bHcjM6p(#UMMH>snC)kZN&TcS5`|t#mk5Q!W zNcu5+91jc(q-n^CrbA!|yK`0EW=0nmO8BY!qSN$Kt-SL{m;E15Ve+2@91DB(5K9Ht z`O0;_%3+E0J44>d>0otnn^FI+{HO%KaVQ{ zOGBEdv}Ap`{4oGoV^7swlhMAH@=5FS$Aa}8&Yuwg)Rd_+A^7iyd&u_BpFj8Z1Y>QM zU+~#f9)uq5yq`SZ1E+htA^#k%%3Vja+46lrh#%=XbDb~7054voejj+N(Z|~Y=!dhU zMkc1Gx?tql_>t+DHvv1e2dtoI)S3HD%bfOU+@DHu83C2}d z^Q)Dob5c?z)594qv4e=%d{!!QE0v<4d|)m#4c;IPBn zki)AN&GZyqyL&k0#n8|iJY)?hSQ4O0_e$L$L$B9Qp%~3zJ@N4B=dG(X>Cj0`cI7s> z0XVr%L}dRMk(gt3L*}6n*u$r2OcfIC0lS|Y9nj%ta zyL-qwQ{)6d6|w&`8}n71$#E|4NJG{5(IPaMh8{e4Tz3a#4alm7JFNEGKSj)-f~^8xRB{s=>x}O+J>IA?OAhU-e9@*A9?w5m7D%~ z+s$pmg9RCniVuC_%Htg1IEV@m%N)f&UcR9x%pLdk?UEUt2tGYtqY3!$b{7*yBIXZ5 z_wyy?_Wfxd$L}-m+1tK@&_`K*oJ6`Vqlj;hC!9`+X7ilIsA znH@(mY$y7s?r?sog;9FlJKR<-PlGMsl?`qn0G4Ld_RCaSck(>Q?cR;M4|w|^rUSM7g`47uHjimOB;I3v z4U_=AZ>Sl6cTAw5AnN%aO9xxDeQrW05Gk7;uB`^s&-S)@YQ&XF|0m7X>XlFOKFglH zKf~{COPS`tZ9SY({6yQ-zG(loFwiAuyXZK$$fMsjL8gJE_2~P$+0)a;0T4qM|7fXKlBouSQckz8QcJO@bvF_U4`I;;Jlmrd|GQw zP4Mw|+YztgNm;e#Nyn!D7?7_hJMz!~!L}}k79X{3H-Ew0RK~x2OK@l{d^t#hyK}28 zt^iEbS-3wZ-{yQ3lRm1E-PN{sQiZT*WN69ajWr!3E8`2^z)jGzjkx+oSEk$4{hlyl z2z!x_nKXIt>yXoXd>_Hk17LE(KnKv=yF^AD3C0vB3C8H?Xh@i&`qm|sFx{eClhF+Zo4Rue z^4{mIC*P+$4QTS{XL$#Ezu0=;%L&k40DU! zIwD70d>aIU*XdT#Ntwm8yb6B6Cp3hBM~PZv2vtk~Yhr1yitXUAbe{+<)+ZBxd->$rVxFx@0_rZHv|~0Y z?=k9!y_}f#*kxM&hf7)SeKJE2dz17q&)h7wfZVld#)Zgt1C_RBUF&lCq8Zaj^Qj<* zD`I~>^z87;pxy6e>TG#=X)*BU()D&+u-#KDZxt4K5p5k)Y}c*tXp~hLpEYLu@I*&| zhFEgOcipxO^NaL3^EMk+URuOka?7-et8Fw58n(i0RW!Y(4(Dqz`YB1uZ2m}0w|iK& ztOx^VG^Xx`5%ghlJLKfknQw1=08Hq~xFVB^2JlLwyiaVSuA?~+HLN`V^JR_}<9?E0 ziWb$s!JEOU&SSltb;#bf`Z&SWoxunVB`eTPdlx_Fb|hj5H7Uqdm5zjv76tzp#@ zmNd9kByS-xNFm$2q#>N-?1FN7a8;`nZ{AJCGiq^RKWj#;15#aJq;=suNgCFTCYPBs7h#ees3uU@jjuCPhHdsE#;)EEJ#)G!p;5cq8DI(-5L77dd_a ztdD>Z%NO=_J9v*6vF9xI;;fIIMCd)srv&4|DXG<|Yz@fTg6wG zm2t)vVMb87RD)3&WAOAZos5`hN-op$r57JvIJzBt{SZ#-CPIXj+x%w;8>N21zpbYwP@4$oGw zb9UbS`!~qF>ZO<+nqit9D@fi8&IB@grZZe&z2Kar0|&lBkQO?yrsexw-9tx($F!E>iM2 z0^yET()tJ%78X+BU=c8Xx72Vj_k#zx|LHLpY?+v{-BuKo18Q1BK_IT=i#R+I6Jv=x znVrp~Cmyzjmq}=6?(=gA&P+Nh@&TpSG6wzXo4RP)TT#j*7!i}01t~}Ibz9=PBFr_{ zYE$9RtFzFnarxH}6|Kz{^OuxW{M}FFueguHYj%*R)hXe=j0{3eVEO(Gzl$a}jMlHM zWlonSd+3p(m|;*bJL@IsaR(Nxb^PrFSUM-5RfcFP4NYh)11ZyqZQ9?(=+G-%=&5S! za<=K~Yq`%;?E%h3BG<&+wRQGX-t4U&xbx8GkD|`;))O-Hcqew)`vEj2wcbfkR&=XG zn6ss-8vv~x*tE*OaF=8p5hZ6zc;(tc=S}lz$LIOgCDBl=ws4PVMH!h2Uso8Ut%+G6JQuGXdDQvLk)n}|b%_A|aHf@CL5Zf z!O4oUxLU!ghqrBX}^m~RwH-}wc*FmA!HNZL+-BMD3VmmGRUrYu!(jmOlFL^6SI>oTav`9 z3Z>Mbd5rVrYu=i(?09m(!9GeN9Z2jP8MEJ_+HPmSAEi@Q&l@MGyT-}-8U%U6YkdT> z5qIj@5k%b3mlIGGhA6xBqPGn+2vT7(b0`P;^t}m3bpdN*y3?mP_;oU7SKZXzIws6}10T)cNTn z#gI^mmOvVpb40Gmba|T4 zuR8|?2b-0X0O|dC-S+kC7tzsUls%Z5+<)zTE?&FSI3TKh^-jGM;bh~zzB#Vle^^%b zp}D!aqr*)i8~W}%XzM($FQd=cz_4RG)mE1EwR6LqrRZ_+BlsZ*qKKpqg;bptviU9P z&i}Rp|Qeh+X-j8#vwZmijfA3O7vCipZn`xRYR<8eb;p zQrMMG>c_`U;BP`yWa((JWi-h#T#m`_O&I%3@<6Lxl9kvo%kxc37mSZfjKuN*he{Y!%^>-<3XJlaXoo8_>9x|I-=pnKloM(W z5$zDjeY0K%Y$t(x;ys$JWF{W@QkueHPnLKSlt5iQda&8xy*NWIMvbq9mDdtY%k3w5 z`7nk(0b+pYOZ^BtySNXpL9k;sOrL2{tB-Hz2X{w_GH;>^mmFX4;t@Ex&tGb3UZsks zUn_lPvFfY?Z#G$1PfTmZqAf9Zvb(-mY*{pdE>_IOvqb{5eUOx*@$@ zi7Zce0!q`_Bl!L2{Q#KF%ZvXPa&--yU3D;AkiVTl?OG`=1HRl_b<1K~Ip$kK(nhpl zPC6r`8){rO-s9~MT~qz(KP2Kp&rqL=E*bvbE%@SG@#&f^C*&Q0wI#B>O!`?zj!mMx z#S7)iz80!Xq{=<=YeR$dnVv@!A%BCmnNZG^l~oPX1~9x9f=-=T9Yj+gLEeucRE*8?BJpS=~Ttb%yAMTCw712r&jh)y4(61Cg-TrsK6hn5rzmJ># zQ}|lxLrY6+%7d`--9KA@y8ySyk2MTjniB>Ej-@5>g@Z`6CNHO;B*3q62HSXL2Y~V8-!Lvsgv5LrKKgiI@!P%jUdz< z7|w~kq}E{PAy#y$MJyZ}gxK4C`7sfT9PunxI%t6tsbs48Oq!d&!sVr?LxYmL0}H~8qe5S+Wc6!@SlTcNWv8p0hIh}so}zUp0d zY8Q^PPQd{~Vj{-AXb9+0Wo)5++ zoGr=m$Q+zqly4$D)cF8es(cD8YqlNpQUPR3S~}f!@|xIwMK8FB>04(x>ZZC-O%FucRcwh3X@@Ikfz?b48AI`6`EO?nVFliqm}b? zk~#B6?9>e^jfTqj+s}|@^4n{i14E9<#UJlEc4YJUM5!&y^ZLMZbRh zP|lYw-R!vdY6q||fh$HjKj;@QSe|xkY`?JZ*;V`5aPU_^3TP^9A0J8FL+Z%8if7dDw|9(*q{+#o>L5C0QK5|duT05@g*yP}5 zb`Kr?{_Tqg&`%z2m(%)S}hG-&YmDa00V>RzNAHZQX&fO}?T zW-qSqWzU7#5;S1`&v1R?hLaKqzJp+cG^B~Tqu_(zo9Pxgc}ffk_|e((pz+<4UxIbh zu2R|k?_W#%Z*|wj2|XzvvAZ4F?I+$iYG(ql4Pf;=Gb5ez88CADtle-!UhCcNwIg6{ zLZHIW71j2k1HSgm-Cc(Db%nP9EZ~6tC`!z(#W*MAAW(PmnF(FgVO3Sg$;NTL>-@N% z0wV?e5Y{)1$UTc&_wj@5-4A+`&+2AB8tgUA(&pS-DEUFNfQQwi!I0;iRV?-+GXr@lc>16(8_u19{Y-`=PNBGU-!^1*xkvN3|ED`=Uko0Y@4eXSz+|i=8(J`l~ zo86l|N)PwmH8q=p{P_8el9^a_CFkFWd&m*^fGBi=6BuH9S9!IpIX118#%e)4H2AFb z`qD)izq?zdr%XY^mg(O9eyVzEtErYEbD{?eF{D+pnYy z*?|6I3@0g8aH#g`IP~)Uf14)o+;1_)YqkALax0H4xa-5(H6%pxuyW9iq(5zr>Z;)u zNp$DC`_)auNf%Rlt8|xELT6?|e-+DF_tm0Wd=m|Xu_e0M_Dlok)=Cz_bnYEN|Ne~7 zk179|_E2CT$7A>&!EEOO-zMtgWezcNkgiuaGIG&k z4f(JQ6ovX)Bot`L?QMGy%?thaXaDW;RiW~q!f^)?0WUS^+o8hc)5n!h&H2(JtHFb! ztLY{dbGx2}cx#|6^D*4anStZPMHN~DSt7dCv*`u&mFR{qRNXQ%{i&QeRNU27j`7Ja zN`L9oZ0R)9M)s?-ox!!v|LW$%u^pVEfId!`0n)dKs zSjz9mNaWh_OBW`=qUuRp6W9B^$6I`SM>o^G6j<*K>PI!3S9PN_GRcSxRlfKN$tcUp zQeoafz3XP#L#4=j*~uNEqZ@q99?E?SFXtl(T`pREDZ4vZRyP02y8~5)rL>Y5N7KI^G016Ikd;Z>Cdn^o5{iMe!Yi_kf%u@*c&K8yi8V5h|;dgT>U4`D+XoxdK#ZMZYb9oZC0Yjk

U7_rOqb4!Qs^ME!c27Q(l{LERI#)DU zF_ZFn-k8pyQ}`yjqUHxjgMaZ~V}WeCC}bLYV8n;D$KiWydy5MTl;A1N%*tYCQdy*+ zq;!5#6}qdqu((KC$!h~xW>z%v9@#D_o3jB8#pp-_W200Dp7E`6b%L2!za1#@w$#ZM>tCf|X)nY>L z>fPqqLE>G6P1(PPT#j*sKx26Ng~RY@BaV`F2y*#3SVE13DBDZOpWz^{M* zf?2L*1hQ%v%+JNgJNGd7Ss)X{ro)b&K7$o%C_=m>KkKCXjd_MWgce6w-^r|_qYdy8 zAi-}~;=cmm+kcJk%STs-%5&3xKMi0Wc;0s(1HY5LH}exc%%kR)eXscv-#!z;1tEGi zK6h(|2wh8X@ZqofBe{p=xByrK%`L{_(Tf&f$J59s#VJ0POih9ZFJJ?$1H*zD#qoWQPZxNItitw z!M!;$-=GDAQw_lZl$;Rf^Og`>KmF41B?TeheGcEZ_p$eBABaPJVWsTJ;xUsQG$=k? zI6L%CX#<%WR$?1YHqZh^zO6TUiI7`CU;gd943c0l*^W80DzSa*5dF0PDemKw>&6r8 z?iWt~F>p*arQqVe=qg2H$I{a6(H6`d^1Eu9_6mA@jY6YTqeX9W?!jZX(bNYKD)P?E zGJ_e02tI68z+Kh<;{r6070Se@;ZnUR#DauUDRabMPn7bKpK%9z(io`ac)Cu0aCNR9 zIGVC^t*}D(IqJw3q65gLRc*+vh+E%+`szPc2fsL zfgvcAh+9()rQtaQ4=UV}<=cj0;F-_!rWlpot!M~hV!2zS4{yYcqbAeVDBKhn5BB%X z%q=!eG@z~-_F5sWcoLpWi*>Vnv<7Yi& zjD^$D2uMj8Ka|jCCa$MM@|EXwQdkl3_H?T(ReADryY zSi#ymn`2VG23pYdIVfDVc3!k{>eUJsVvLafr@|?Sg~cWHB-TgVAWh((cPsGU`uaLp zl^=v0w9Y)4@im+A%>^hROhh+3T5YedSClc~)svYgps|B51fyEEuL%vW5ICjr#vj#z zICFKzm`KE1*QXqtb?+aAo{x2!;*6#l#qCr{RGI0M|!k1M}a2biqW3 zi(_-GNjXeC zu$VbVEz*G_&}w*SWr*psZuxd{&5A~D_fxxF>I<p|3uYaA7wr8 zvyI%5j=0q6prO8bx34ABD8ASM79jmAw!^@&Z#uO~pP>&Bf`<_p1PEvxj4k(Ti7${- zrW?V<-vOZ+fF(b%MM`qn2ttX-#dprGqrHB1@M<5ttJMBN`6Ivq&R{QZ+9WTOX53A( z+<0;IXO|-L=)W@WnkhR zfEv02M|F;Yn%F`H@b&a7T&vGiqfVPfx$vBIp816wjMuukpZe0oQQqkh{TMLYxPN&W zVuFnClNgd~vKstrt#qpwI`glrQrh=EC|8m40XMFTlE9F-Zpw#BfTn_8r*IF*`9L3a zGhBtt4$W5%=hK431`H}#qG?tUmS)5dK29gEqBpso zvdzVgJ?tt}U;6sgY5FI3FqE}TO*0ZVjVx>g4`~?uXGFaY3fADsO*(w z7NqeW`0XQgFda<}+tsl{zeypg9kY1h;p{5y{$^9QNK(EWZ&lbAU$c#i= zxvqTK2d?U-Hm9mWk9O-`*pKBY5fE)$xk*z*in$6hT9{^P2VGc$e zkgY&?Qcq7Wpnd6NA4dcfj#vMq>Ab_K{{J_AtQ;dwr5v)!$~rQRJqnpcWGgG#J3BHW zj(zNdGK*05j&LM7#t9)?4vx(1^?QB3*Y)#H*X1vr^B&LF{k-qTyCkUiOzmzA0monjGdNzu~|rFu_4CWPI*X)Gva^sIm8_aw`Ue+m}2 zH^+HZ<*j3!%*NAVT^nz5T8=VeXt0@k9sCqT=r+o;lB|j+%sbCE#72kIehyR0+7~DO zor<`kkcZGjqsKms)!v`kSj+Wmv9GUm(s}Y&OR=c7HDGr+|9myStoqHub9rWM&P_K5 z*QtVE3=T7@9_suF@x%X;HC4kP5YJ5KyT5TH5ioU`VjsDP-+6-~JrE7QU)M-T5^Z#K z#5vf!ClnG+0s7tSOTg|Wh+^;&#!l=#5TK?sUHVDSMqrOR5u5~Qv$+)D+qJsMrGm)~;0xD2EXW`zW%Rye7?#QhF z9VLmAh4dpIh2JT8Tz*UMkHTTSD`1r!FZ9HXI=vB}5bFOZi8~RaE)*+3SB?`kdV9M% zp90pV<98W%U12a;N$WmZ3edli+V>4Emot!C(={J?iYuQwa&g|;JST>hH+P1Nb={4` zTvf&FVbO=Wojp$_O3-Y%@>0I|u>l*|i$50!__Ftb)(>ygk=^ViF>b9Z`6#Fw!*I1j zSlZNlG!iD%JVVB(L(HTZzV&jZ#mOf}R<*fEMT5lw=H-wM-0B%Sa`JpoDLkUXSGvae#z(YG#c-k|5PSe4D?DPqu16F z%<(tkdc58^jnDYV0?xa4LbUOCT@9UsunHWo6Y5?JZ4NTh*saMrcghfd>$ycTK5$mZ z2X@&&iTuIg%By?|CO%X312rsJ{EdFNnpVNvl)1K-3V+IqVTCfZyET!EuK2Ks`RD#V z{*h{2qF$Xx1AqS(YG}Bc-?XjS!;<`X<_$RrJ^MRbkbyk*4+btpHT}~iJ|%!y2Dq#9 zgNt(|On$z#-yyJ8b0TdQ4u=;9o{erEJb1vSEl^eEp2A}t4iwrsx9zpHXCTU^87TTB z_&>Qygt44n>3HRIUB}~S7>smB4*7pfdExzWEZoL5LZLfL0wuo*0gCy9sLx>TSzkB< zf0Q+R)YsQ1m=@wYrBnK-^+mj-k*UCS4_w-qsun#O!AI`5k#}oY;__?2vg41G!1*!p zps%WauQsW8tfnu&WB?w%UyjQ!=7FMQZmmwavG7G)z2)0iVLRbSG3?VtZ4+sKtOg49 zRmR?8&JbSCTbSooS0ra%X{i)XKRqU=DbI61XfwAIb7yO2Vk7L8n_5;(eBh=6m|#PH zD|zg1v$-;m`)dd=hLc%i$zJ8IiV$^nflwL1MNasQfPCt9%e~t^vc%zVZS!cLTf>W$~(gCCmIMgDSsB=Bu9DUY&a*f-AHZap$ul3GVK#yhOg zO#a#W8!FCU+L8K2b?RGLZj!&}6iN>oDG0P(Qw{w052Tzcey4+kPqkz<&2{C5DyOOX zkJ-7G$)s8uO&ysNL-@;%vvg1tbdp5!?}-D{hi{o7jE)9W2}c>sY!e4eB3WywS=FE^e7-<+iV-Nk1&>W%B<*gSaNw`n9>z zI}K>W{ZzV($e-0zU3-DLg?17w*_98OW_rOJe2hq z%dWq)S+p|wLLkcZcVUFaifU_vG}VF_^y^ekj+kC_YBEJ*Tg#$BkN)?xPh-M2v}+Tp z$EJZgAW(w;V6gV@9|OeA-JQSiS6O|HTbd}-4e5r4pwx&Ozs)ZGA3$6*$6zo;0F`Z0W$bHd>?^}eCr})b zTn(wO6cxpR*lZEZ%-Q+OsYz;#`W+<3K!xEJrYZ&b%XiJ*h#HrB>(|g?3OOCT7_+PL z<%@|3UP7&3R$YKGxMo5Om%z^I5Fo{z@UhO`bipfZo7UHoJGhtscDcBymotj;i-m9$ z?5y^SSw-~#mc*al-V`)}Sy@^=GXkg=axm@#oGBWNs)+!TWLEJQq;7UwO)ApA9QKGV za2)T39uPD!r++Wb8qA1C!AHZ3)sIe;Y8~*ad#wodQ5IJ6hiz{D_buRiAj)raAI2KlE%$BQas88rN?Y zb!Aap?U#xZs>R#_Mn_KEXB9${R zI+`{nOWP%eLOKNG$r0eTJ%M{5HSu4&yHMoQ^-3mt)H^ZSsplB}MXhs;gU8cA+=V?va=EdY!_SfV zRZz|cdGa)0AuM2$9RG{w8~g;dsSj@O*!02)*#C+vv}j4S4XFqr|AFfy{Vg12vUaK` zHf_|%x_0O>ZK!pHR2LtEPaXFEmPy~WwU;Am<{V6>i-+S?8NW7=y;3MX2x1*XLhMoD zMC!HloLk669GQQOu>Ks2$NAou@cDIokZr3Ybzjy}ZS_#StLfu_yiwg(`S+kQ^0GGQ zncp)8;7n5C2%K(H^*^uu!vh|p67xbfer^^AXMb~H9q@R9L$(-MXgs}VaCCpq9djh zp|piaIpT7a;mmA>_Y*34kCq1Cg0LX&%g>$eLIsGAzi}|FxCh^UllqUKbh0{ea==&G zo8qY9@)&I?M;@sysrTr2GnJjH0X@T;)K7n2O*@xuU6XS*dBEfl?xh9Y>vqqoIefWx zhI_5^_TCTEI27`C2&0+^zx&u_SoGLiBO_eLbu}tTroUhjtzAR;&J2x!SRtdr;~k-V zJzx_Sisiz6peuqke;YHWhds-^{FNiY)>+tAelQNHXZ3Qiux9t5X2Rk*Fln@T<5z2? zSAw?itN-S{eP5X)o4gO2$4wDu3``e;+_JJ&;Q%PE|2xx||XU%79ev&Cfzw zoFG;-Z=)!U{pp+AO;zUUQN4A376cR`9$ox>+?I=rR8BQNsMEy_4kjcfQgPbrpZ{}E z0u5I(lS?3pf+z^?W>PTsVzw9@0fX8ZBrr92y8 zFaf)-v61A;-tsPm?Z*tdGVz-acmd%|DAuaVFT@-4T-y?aN}kVoymMLO(WKiym~9O( zuZur;n3GP^ZY#Ker-PWLUr|L87hX-(`{G_(cbibYCj~xCx~-Lqfr&`Odk@Adoffn9r9V*XrZ;`0LuBPB4PTojF@f& zkzqPk#g8%J4t7XmNQOXb>vLlIBx`3uC&A}9T393F?UQA?!VLow7XKZOd#-10vcFcj z{j8`fZ$Dd_M;*O75`7g!DyA}-N$H_{WtrRqH=iFtAqpjhh(;-&iEu`Wo2AtS&V5Fe z>8=YR-+fzF5zjhtA~~N_#QI(8nGQdH+c@JK^rC9oe)0^NEqayIKtQ!a!iXWd#Fc4r zuESs%QdwD9_t-I;nv;qIbuv9)(9+eB0Qiv8H%ZTnt}%XQwOeTO!)@3(BA;_aJ`{l+ zdR{^~PEFPW^@(EbwdAmw^8#o#2|U;rmTI?Vpu$mcs_8R3w|;&;!x7oo+?1}>qhEvu zVHQ-)-->VWMQivRi=8ngv6VCOo+k?GoKg~Z1k_N_*Zvgo#Kd7ZCJ*+NiLYD8SlfXW zBB9HT?0Vejd3iR^X%NZDnirYeh1Q2vN7%jWwODtqs!Cs~=tCB(dg0*fpCUK(>}MWH z$luU9%h?Rx>|0G01+_d+Lbq#5J`^pXJXKq36lv?0zJ^~j6jOi0$0l#hN?TmUazmVKsZN z{QWHZkBm4Q%le8{zBde4*?T%Y#8wUzY~vmM;W{rx{@F2rjKWEcPs z#*qyhd7uQdy7hCODxwzk2ec{^f-bC3OsG7?^Vtx{dHZzU;~R1jb8r$ubb&`1#1y#3BcNrVI0EueOHwzL*D>9}zaX$JkDxcdg zgYW|_0RbL=(PDB)Njo$D;TfXWHa~wihTeb`}=E!FRh5wEv#I z7mNiJfl7d6y$_`LLJ6t`|D=7|M&gvY)+$(P7vBF8a3F;$*ge=B#0}E#A6)#YF$TCf zKt}`O1;HAFbWpxxuT&zCsG4bi~<+tS`_pmha@@wSF@8NT!lssIM=2;y8;=-DmcJYcrP zP+}5{jp`;`vP<*@;dIe*mb{fhI2o)E!2-Hkan}FkRGX9Bww9l|Xd~3M&A+k4{|8I0 zId`9kJq4?G)10bS!t7^Uc74yusb6B2_iMD-{@mwY`)GZ=7Nd@!O{SLvr(HeH2Tx^* zD8#R-MY^YQkiD5854LY@f<79eI~SK7@e0S6*|ORpIJszZ7&+}03o{<;nL;p~YVHYU zBTpVPBPP*wuADs|ns@66*z63`*n<}4iLbFhj$+N0ohiH84WR6A!_SE&{Lp5%P_nlJ zSvBboAzBcZM@C~)Lj9RZ%1nIsJoJ!zDC-d_&ak?gF1Lou?2Q}u0z#Eyv9uyf(cD&A z0u&y)wpR|P6Rz-ouP-r6+iA( zRaFZ}mHgB6DG5C!AGy4`xX0H|$6g68mtx6+SfU<|94!QF%J5k{^nWTlKJDhu^X;5B z62|30;U2HAbtGR^R_5xg^}&!!b02fZ$dZ+nE#2rAIj}qteWRT2OJMxyl2)U2s4IMp z#-q*z$aEd z{=^F#c;cv!j@19~^I4Pl*xV->XarI-R^C`kv)BXn9M#s+0(v|aw`cbD;?V_VLbAa< zo{@4?s?d5}tq&6}m*$4}I`6-$d+~7Zh*njM z>hs{s5V}F!W45fDs!w}P=Sb^S^%2oE3}q3+ju9mng=UT+OKMi*bqoO9Erv@$BF2Q$ zX>g5?nQcF@&s6E+LCgp!fsgSM6=T`nZWZ$uz$;@X&sH^l+hMw|ug^masGtk$E=U#x zHZd`AJOJdGlW(#wbm%zro8?-v&!&v*Jo$NT?)j~G}}%A3{4u5&H{UoKGC%gRod zrQ0VY22Kt(nTjs}8T@c%3uwJ!Z#qxp`@=b4W&`QF)A#ae&g&L5I=nkmk(`lmyl0N* zHei&Q5wZZU!sL=l5-{QMpuB#Pn-f2U?#(RTkc#E9{V`vtF?+t>Fns5FklaT^i&OLh zBC;gc777ib9}5Ig<5-ubTww`tPDYOSlQVKL%$%?e4wE3q;|Gw8(6m(HomR_x-DRwuT!W^Upu-a!!O$XGbMd{$QBA)#mGdNj^!^|GrNoX{`Eg zMAa634a$ibqP#dxBW-=Ov2dX;EJo@&<<nmS6mDCND$;L-P;?elYG&hc~vz}K7hG**r|!C@HvusW_tSF z?o&*+g@>(+QQBB0xPYHm6sh(;s%AZqjd)1f3(c>}!Xlj!$+Qi_=tmNby$ffbjIo_` zwis9GDvYOA1sO}1HV(--gM6=B&XB*(3OY0#M6G`Rw#d)_(t-@F^5vJ2#*wZr-1L<8ChOZ0UW}q62#cY$NkNMY3UHR zA$Hh8>8=1loVsAtNhU`mv-CkeDB-=N0uNFZU^JkpaEzQgt7VK%9%~k&fxOLQVN})BD$#$*mt6KgYw~w9w4P0Q_ zJU#sUnEB5qBTE1&*!|y6Kd~HawfdxdryeducX5X0={pm%=wVkQi^K{r_N!OI_@_|6voLRIGMcM zURq79u9Uo0`}F_40O#`;XVK?x-E+-_#sl;}j^|9RPB$o?@2|U!!SU?0?wcj-t%pOe zs>)IFqir-|mEqqV|b` zbK9<6O<#6NG3J_9PDz?-#pBzN$hNC>5F8`KpUS2HS`z`Eb)#sO%-H79&$ied8`0=3vM=rzO58LO5pjT*>RM>^qvm zaDBapVeQ-;ul#O6pyI6_@E=IN?g%nx;dgd?4=2(UHc2|jIP>(EHG7|sQEIJLf6Ois z?kAPIhl`>N^z;PJSzr&0W`F4ueEJKHmx%YC`?!gNfRc!&TP%a{VwCu6v*+q?>J=ty zbW%kH2g%l)e3&2IixjrV&I->tmUJ5eMiTjk65_u?ov_Ip8CElwH1}85*+iYm)_~f> z%A*q9ont>WXETfA|GSYcED2IBf9L0&Gv|3@%ymmz#9{w?@&RYZ zx_JauC?wxLCueF3spqj+j!wX5dM8vi$R_E-QR-d89>0EGekTE~WiSv#z-hykKPQ|i z3lw&f@#S5usw?s@>l9ayvJ1Z>d<)snDSQ>L{0?iBNuo(IVc(-e&Q)fjqv3?RC; zULu)8PAl9)PTkw5wLux0OVi{-tS=01+s4O0N&ehlEm$MtpgW)+{wG{pc-u8n{{a;d zJ2L$vb51$4!0yXQzOpO=M}{OIdv)ojHq>Moh@k5*NS0Zx=sB*%r_! z{sN!D`|nO|R<{Asb7sbF@Rc+0y6u!yY`rFhIP03{2#V$fF9LX-;?2LhMRb`k3#v{v z{9{O^V7XBZbHZ!QY#=eITLaS{>T_z}J!eo{t|p+M`0}1WdD+#DtorH8Z}im*>fETd zXEgNv{epU%I=YJhOIoiKPbB8>(~cAC3}f}P?I&httQa)V;!o03`%J*(=ztbsq`@M~ zQp(C?L%fcU_lWr3M1eg}1fmH#=sJQ3LJ6{F_+yqN=nD^jj;tk=422o7D`FUJ)KwH`PEKu!ve zI2l@GnJat;X&{#`Hp zZVO1VOwNkHBR}tf%+;H14>{lq-RZrbeX}hl$RX=bX2PFGR>Vvkn0Wty!Q0zmdNA~e=D}~5&-}51S}FL_ z2eDiZuZ@iMfX?&bI;4kcJFsopzyqg${k5LC;fRDTaSTU@D-#s3ud)ik!Bbx)d|lbv zf{of>JSp9JQ>JYy&`DLw6F3=xKLZ1Q{l1)7F6m!WjfAyWuhqZfq_=N8q**1q5ag)s z_kSAh-M)x-yE#T_l@dOe4DmOdH>W{)vR*QC7NFpaq}ljbGX~jWW!7o15W`X+J)Ve|Pw00+d@d~Ob$aORFL@LBj$s@tM zEy!BpT-6rfmvFL_Fu_$S$$Ha@j6pp%K7H_o?aFH``p_$m=wrIi{F6#PFjUX7!yWWb zB0DtU>W^ur@dMR)~fGQFvS^q0)^Hda&Bo!^R16coLeF z5h}F_J3{?6I`>te_XT$4^9KmgK_{8!sscSdWv=FwL+I;-U+i7`@0*FGQ&dEu1lH5F$jvJ}{KFyE2P-tSYaSJ z;Jj@9=y~(Nn*R`WsG46?3FGr%&LUtScv5lW>}4n-S5shW3}(Z#r~>1-dE^XxWl&b; zer(8@OV}Nr`v{aRBfA$vcQSh)zuSUhPr=xTPMUN(reA?lUHY61)I%&H_y8z)rOk z+2J9vMt@xX$Eju_(pn78&)I~iW83GtdHa?pMW>i0w#@+K45;muRJCxKW0RBQ8Up(7 z3m;x1)yMoNbqXcbuAiA`UC|iMt+NI(q?8h>W14qo^jewe{kL}VsW=1l83I(8_E3My zugB_aZEUk;mlze_vjmE{_$2$k^6Dj3a+M+C-p0m8S+(luHLfYTFwaWqA> zSUA5>*S0sZHw9ad+A&R~qtkxTjSaV;2$jc6s^29vc_~l8jcV0!*%;%c2&XTU01Gb7 zFaIT%)QoU9b^&?$V|6@*iQAYygXQ$^;LV`fwr1oL5#zx;g*`Od{s@GY55Op1`alni z?0kGrT90k&tg3cVUN|Pa_15_U0HqRwKNq0#p0s{xY76lSyn1hbcze6#+pca?=%>&- zZFg`piNo+TodPCp%W+fv0mAOUvqcPRBAOSK0Z=5^$MiUm@G$mQ(?&97Py(g>uK@bP zOK&@5c4q<;e{ca`hlchW4N64<310Uj0!KnIo1K0qp-@BUQrG&CuvkIM|z$!AU<@r-GeAMd1H{m1~M{E8Vmj!*v5u~A#maYS-ZvAY|6 z?6mNxpO%sdYc8ws8#9?26Q}Ex#IG7^X?|c-WnozdNBw$NVF+P;=Pd1@onMPy5lU8E zwEPNP?O4_-rfbQq0b)=o0IESc12+5MfNuQvsn|Wg(YQDo0iH09qLm57E2>_4Oltk} z1t7f5oN%lfQ}Us4QR~fWpeed|jJcReHD>;)a(y6Q(L=a%BP@HDClF z4}~j=CY63Ae&wgVi=C*pTn^diRS#CDBFGF7FA*uLzN#ALOQ-Cy0r`kP zrGj8Ik6ZIfV#2+!$qOFM!~`~dt>NcXclIm@uSSy}3uQJt6+g6w*Soe%exzs573*w5 zTX@_$1jml4DRWWd$fU9|uyh5YYK{?$+Gdr=B2p0$H&d2QPk)=m$%Ft&(p)6{y_-Zy z1<_3F%4^OrS5O3YS0H}zn+#}{8hntC0kq`Kr*kYS^NiJ>Wf@!e?>)(^m;A=H9L~A8qCDXfhYNzxI9X+@^g+rEs~qEQ-Mzm{I?$cfDcnJZV)$z}&TY0VB8R z$1AfeY;3%!v*J!6q5I0upc<(H>;0S}2#t`?tQ*5-FY;vRU?YKPY-aO7Do2+^4QIBl z#9s_1i6`zuiK<#h=cg9Xc?jJlGL7FS2L$l@*pYhI^0L^kTYO4K|1D}BJYb*wZKVNp zmqbxf(Osd!e-{MeKr@d_g13sFv|pm+!N;=7wP(_hE0H`Y13PwveO75c%8$=wiG6PSvQicwfhs9<{_b1tR|qcb@Yu8WRE(u7LjCY-X3h|mZ6riolYzA=hHU;h`jRJT zSY3yWUxLVAk_}&7hj5%c;fbTg4#gk+%|jfLK9;+;#8Nw=;{kaS6EdF48bRIxj}A87 zzh)+I^up4Aa*;z%3gY(huHj8MXSJ;^b>8QDcm1E~=~X~jDJ(pWdOke;_MAEf3*V_4 zd-F0da8377x>Eii!FSXyApH*$Q&EP!9<>WsHv;>*Z51v8FSt49iY15GDq{Whx#FE@ zNNGKuE1u^VqqfDj{c@=adncf35Tosw=dlW7XOTwF7cEoNBwBqugS$eD7za}+0X~Bd$38D+94loQIsG?t=Ykui z1KCB9)C5&QdsM*1dG62bZ?Joxu8MtPx_^AXNFQsGZXYtsy>Jw)$VP|2mY0{q#ST^I zW@?4Al0cntbD5(DA-q9X8{)5jL+N~rEMCDh&)%`#Lcz`+PjE)g*Oas*S?#&pOyu%Nt)e;D_d9|do(4g5Fwu(Pyr zYOqZZ5;v#HWODU%r=ek71F<&L1{}vLWL^x(^Bwx#-^dpaja>_FIVfvW6TiU5VHw3o5P@6iDkG!bGzq_7y>ra7TT?H*9GY*Z1YVSAuVy_(u@yugDUQuuqqE zb*``!xzXE&(8afJPF0dU#b)-|c`4>cL2%KxZb;%BvtJ$`dMf5epfwBDj{ohA&pxGH z+VMxOzd5R#{aa*UIR&hP;DEKb4Ni* z{r%bf6uUaB(DQ$eEz{yya7JTGj6OT}mz5#D&(9nr#2p3KS@psNtlmJ@>YZ&-0m%=Z zJ@N`0F?$8$xM#)iU`eWOc91a+&aJ=oy&8oOEWXii|7g7B>}7qXb{2nHo*v(g9v^W= zNblJy7_R2$5t`LU!Pk>BQs1mjpAmZ7-TC`}L?`j|oqqzk#j(lgfk%Pz%K->;A*Gk6 zfc9JpE~k=Jm0Pa(2ZXp8*$;SPIb%NiMt)wNPx9H;J}dwG6Oq^ciuuOI<1A>snj#eTQuUbk*AX3igi(cwfu0$FGdHdd$gUYxBjZp z-gTZ1Uf2tnCHju7m@#9IL;$Xl36xB5_BX_|wn55l-|qvqNYec*z(m{L2qjxK1} zYN}l(kEc)kI*-m?ob2qYlZauT#i>DO%-m6hf1(Z&HcU3})=Vi-T(@^gYTI9)Ee9)BjT7O+lqG17+y^N|&T_UbJeuFD zdAOyD4YNyrTDbYiIsARm;@c+heI$CWRol0Kyw>#utTA8cULzfOUA}p8fehhg~Ek8&d2qWd{_4f_w6*I{E zzDS5}*qnJ8ctKZWQn3t=8RZQ2z|d4M*uq;Ag&@zv;wp6Qy2x3A;iC-T=?D|EGj*)E zQ*Vos*+jG0e1+SZl}qU2B?fkW$gvM`a!o*Q-$Efu@ox~1cMSM6@rE&&$A((pImo@< z6~TyBOoiy`^(E}DLk%t7CMda@OZ=wrL$|cYIaFW*>UiN zsitK9K=qWl_}q`3-vLSjd>rqHvSzXV1ab&T4+_B?N&&5qP}u7J{BQh;7yX#rS_{qYgs>%=Dw!0~2}Dk_M~ z%7Vq!LKQijxgO$K60UMtI%u?!C7)(E{EfEDkk(tCq?O#3MjnwH-kW#F>n+D`^%)AN znOC-N&Ia$jM(lUdEB#nbt#^z^z!$-$smLJJs{k#Zrzc6M+Fh7#0p67_&i|zi0CQJw z=d0O?=*43G{>d5WWzBAvTbC+r&hDWQPcL~xRas$n?_bE5iOmn4?o+(vqRLCA=Vu4A z2O$?grV0FtmjGqgeY-B77~#4oim;RjZuQVtylR1|Hz4phaVd@LK9g`?P1 z&`)hGwO9Ex#8M(OQKMPl#sg1tv3}@0e^S{}AFbYDAcEV72!aFt#0wtLS1! z{dDSD`d76-i|Y0iyWx#*-==?q*DT^h)q$v$r`KB`bg}Jzu@4lg+UKRF)I2M5hu_qn z6-pL{-S4_(Up1@^RY8#9^h3Ebd!asWsBDuWFtJ}h#&ok%A=q~Jlxe?Fa=nIliB+o7 z=4psbwdDIiu-{WP#a6nHFVsI5{fD&#wE9V^Y(8rMU zKCeG2x$@Vx{}Lv{^s~v2-BwUbWn`qJpzsQv>Q!y^#NJdfe+tA`r*hG-*3biwi&5!W zc?AU-!haRIVR{0lOTea7Ng?2|vR-^LVFtS8JiYJEKZ`_wZ+BL*c9I))ED#BX{BhkB z9<}5k_L}3T3T+Gp#Gs9nyo6by{<~Yi3A#TM-M$I!QB(MSvy9R# z18SK^TFkcJTMx%Ch)=-Fb*=dWQC+aO=zH}Kxxkyfa8OpWIn!Pk)k}Dgzq}je=T`guH?dtRg@jm)isx`_&4u=c)FT864(G*PeF`syu1#g&-=#?I3;6d z$gqJ0%GN181?*ln8lg z-3wgGzw}QNCxZtq(+Ozf+R8liH7!qdS`4w8U%>k~G4!;{sqXkckU^=^nWJKUknQHi zhT_Xpz_8of^X=IB>o+Uuy2v%QIrDnXp@zu;0x>emO8u)-MUJld@b|d%@3YS)K=t*+ zX}-+8N?LWj#lyAx0ri7!(D=Hk~u@)By=^ub;BQNQN3pTDQ&Z~_)HeNg6WEJ%ohBRX0X_$=T$iG zK0E=KUw4W!gc#riOuz*yjlMsi9sVEoG2srO0E0#k(}{J6A#5zAW8MjAvy(zBo;*>KSCsMq0t zYr$u+7Id@qiBN_oPv%3ztHoy=i#{wL$B27Q1FNT(-e5@Xn~{3r1_`@?b-1`wf8^SS zlFFd~b{ObM3ifYpZ&zeVteH4nT}}3WS0`9=>Mw6H{($$IGi#Xq`T>4bg6Tfy|iMxr~jF-gh<(82ev za={;YJQvscyro{KUsJ|Zh*7JIu|f2?wa(t_F+PsS>j}$L3m*C_Np+6_!0~&HPH(qN zG<>bOyzEgrVa%+v3G#fhzN~C7(6t43@{S^wTXH;FnS%E2+YU@65q)*{=+xuap8y=( z8@Ct2NXkYR-B;8NZ*CXe0g70&>*Vgy@7fB(wbj*C<1gn%-j$#@M-WFrSXguNm1QX} zTg&Dh+^HmHH|tkz1jk>T=U*VqfB2@KZ|zrHjjh)O<6YVMhU0Gj#Zmss*`9AIp$Y9J zn=7SzH=EtS$SXnB1ETiG5)PZ=9F0TplGvqONsGt>bz658pX`OMl{#jh$n0aEh_YH*kW;6Pn>&=ftK^%uMfmVKKoO4-^W?tWJtIMMv%+A$&p*3 z3dAT_mR@>XPt?~a_|c&o>a$RP?PFDlq*Deqe5oWaV5wHVc$P7o{+6~!UPh0PtU~Sq zIK=kfab``X6zEUy{yVl;`1=hl%GWO5^2-;6NZQg2Tb2F-nCBQxS-~TlCP=C#bLUeaD zar7#4^7IKs@ToDXqflxhTye>FaO(XyZ8q#~pyqX`GQQh~Dz|V+q5AS0Mq^b7uT0qQ zl0(k__X044M=O_=-@j>J{i-xN!F%TCUZQ)b#Se$gm#4eNPrkGV9eI5=5rj~AC>rAe zx>qoK^0OzLZjs)K0(@##Nca5{%kD-q;fOuX!`&ktvhA0lZ!KN2mn1lF&+gd%aBGmn zLSjap_6SNBrdmv@9Ke!%=LH!@?52E3Y0o#yEd?sblV_oImNKY?N5FX5ZJ!p7xHXhj*f3mT2Zj` z7!xJow&~@gKC;uB^rd)BfgTDzy&z?B-d1mpVnabDSv8fv31iK!*(Zbf2z7yXLR!U= zbrumnU(#MY)Y25`OHDvvxqZXsu_~(0ZFjqSoX!?DipM4?9dtD4?nDk1fqeOox-rJ; z3O_6CD?=_60>A3hF#8Io64U%Qo?cdSc{dHgE1rH`4aDAkfilqFW7BTJ!He-;c%Z1L z=u}aP7vO3E<&gKGWo6kqyq4pSD1Z-Z!c7WD2t9j$&j^E|ySw?u(Z@MG)ouVgJ$e+p z0dcEz&u)Ikf+H|rDcy~Nef6y*2C)NOV4&-Tc-HArq7v9{{8CJEHrlcl&-w}aT&`&u z3hj7>{sO>Cr>g9dkfR;9-G5=U5qD^P%_YZ)x3Ryb*k=vGQqrI5T&(S<|H>)Fudbg0 z0hCW|SW1{nq@+dypW@ACnguR3oX5dG6NV;mhVGMokPA~4lrh5p@d8GOqu?2KI@9!5 zkjYdK{*ZFDTGE}m$|^m$Tklxj%vGPgYX$X0vQ5^{KzMa&;3 z%^*f6eGoQBB`<7DmHcf6Y?!M1*VcpJw!8N8qW%V1#LK z`vvC1$Fg!R;qM>iCpaR}20_vKyWg0e|H*%qg}}~TF4%pwB7Zfq8~(A*&}&D&6mHq6 zBG48v83k+Apb|U;msZZqs4IIDGH-Be3ogI$f>PiReB>m<+#_9Ey-H^fb@(i22aZ(l zav^8g>2OU0U4?b^k_xsu_g)0~^%i{F6&j_Ily=O%)--KvC*)KSh315Plzxs~{O_x9u1 zU7-1#SPhfwIAy^L({~HLrSLFid=MN=ePx3UM(IFHig|o;ux2D&cq$pAt9!KMH!F_F zY{P#?Av5lY07IO{*H`_qxtEpa#mHz>Zy>}4yDaYGZ0tA_nkZc0*3pJ?C>4}mF(Qyw zi7LPj)t5{XMl$j38~2TytP@v~H7e_tQT7JFHO#*6XV-V-icE(+xdTc-pa~uPNm_+7 z`~ZWfQZ{iO)_A9Us}C3h^7eu7SxDZbw0_cl(HnX=I{ml8uM^IV%y`>4$BC5~46qxU z#L-n_cr-uxnGp?38pazq-_EsO&qa&n{t#Grb9t3p7y93SxjogOV!Rx#uW2-z2HE!u zy|5gAfyXY?*2iUhh2w>(7283OWnHK%jtEK_&_ zQrZLdYUa9LH0ajK|83y7^$Bj9loEO{Jvd0HsjGK3mviyBYnuM1&d5kWAnh?&_^nTF z_{cVt+{L~0KjHSRRhtEPeNPBWA`wAx^?EBG6NLfnI- zy|St1_d+2ary-t&{_?ZzJ?d~xfZG=!2?18HXH$D^bEn`~s+QMad9ZcZ0q?KD(BzeT zs7a^I#1VGij+Fs3Zbh9J&d-v7DbH#C;7kZHO&=d0w;Tsd>+o15qz)M)lV zD{Sucw^Yr94$UuiI^U_Q@aHIyc7cbJs#&%omVw`*e00Q&l7pv%a59K@%(A~j6tdx% z&`d9x39wliVBB5Y{`TLws1%>5%l8)2*X`s`)CB-5)(6vAP;eU=8-QeT5( zwymEM&a&=-_mTYT`711tox%gA*QVy?f|vQK>Iik)A0Au>4BNbKV2E$?x0;rz1F_1` zG=k-n)r}yZ7J{0mY_2k?WdV<7BEj^LtpJFSzIm#c-IyRSv?{Yy!t64cU^36_M}GKiT-P}0r>;AEg2 zJ_(hah#u^PhRPO|<84vnG;f@Y*z%jVpRB5wY%w%*XgSEg?KXPL@nLMIj7F9W>aq@R z^VElCC@0q1D<=y>(-l4u>Q7W^yp$TJVa9Cds>Y2@&p2)&7 z&6sKn*S~b38&JVJ*x=*CH$OEWt%d86giq4HEq zIf|5{%gMnt-2t2;geHhuaT%aN9d+hgkJRQF;%&T(xd#mM>rcX6!y5l_9U00&bxH-hTD2G2&P_ zv8A0qwwga4VPtfr{+`m!>1fi(S_46W#w0R)&^L29d;YtKIGuZ)x9&qYjG3ieBx8(} zD?jUd;E=oU=d4}uz@jM`kAv31h;28PA9i-&&Lj%;1KaW9+1a1OG2hDuAoDucbyiAm z-(+ZzZg0wZ057DsmdatJqxACGnE{FcqqL|^H`a{m;plY=x-nnfsR1Bn?nXg|07%XI z9*>|nG*jolh9V2&^3iI=++8jZ5KzlIa6Q;RJFzifwrvGLVlL5s{OWya{#B`u(sl#< zw<00;woEG@Z_a!HD)sKsS6OZ6_m$2$CD&W85BbUb;enHq@UUl;8^jfz8N~HON z9DN>QId`!72OM8#X|}O(^|d-#>o;x~?wbyx*_a^LgL*;|_dfju)?jysQfH_orCgr;Y|MirI$> z^v82358V`%ymb|%8t-rg+9Oz&$z|X9$)k4uqxV(?fq7sJU}~3(>2!I%2L1x7d%&ES zs-m73gW!8;X#L*^W6>qzNvo0c@(YSCa^_d>hL3ZmGB2yC8N<&TMD{Q9aLN!le?h8I zJ#2)%)+@teBL8i{rn}?YEyv?&LIrVRFj! zO-kIl2!42-SC3B}9r3al8<`Zs&mGV9TwLC9;*_d`nTpVguIFuF0o_13Um=;)MkBrH zYqj@0H$|%57S$7#-@49tn}gd?#Dpg_`Ek8ZSK|ZoA2(^TjEK?+p)2xKB1H-Pt`!ND zOm~$Tt%8;e4Id(6IoFx7`N3KtrvoH6NKcZ;&0VshSVb;>6PG=z(Xpl&BH6HJ?P*=k zk>^_bdLA@yN@2ikQ=>?pNE=E$&8^KPi-Oaa-8Dx&QD)M9RM+)>DFuRBnRu7L7>Qyf zdH)0Un=#Wv={1RJ8=>%LyVdoKdyCA`4kLqiQpEAQLbpz~lHICOZ9o6>8S$eSj6*#- z?kHxUx*^z@p+^QU5vj17;b(KVUc7z1r4-6oM$*c7as!*AB+_*t$ML%50l9`lR#fE# zs@_LJXuG5<;LuV!7roT=k}H*0O^QQKYQJNr5+-cKhiODZdRyC^B{$X(+3QGJT8b#Z zi_kLf4meMP8_})%H&$;0qtpZpz|`wR%mvdx7Shnr{Kbo#3Q}+6Jz}8Xfv>6t z$_ua1F4aeY1J2oJKHa5D1RD|Bz7X7M+T_GfP+lHO0J^;9ed_0A&3Ocs=Y0rC>*M)-I{lD#cN1#Fa`(x<7b2})y(2g4@bTZrUPdr#nc>Mi)N21hMMg2 zne$&gCm_FC$kUWk^Uuccs(p1lW04DtfzNpTy})x*XqX7l0}7g_46RJV(6QJUSF(tf zDCWP1pZt=p;3Kz-nTUVm_<7sAxN8=g9Kdw%B`4veL~Oesgyx8$)8~ur_&6i(Jw#cM z?cVw<&1Nh2g#ZHx`Tzd-OyJ$a($%*=t3rDjD|fP*I?QJW7=c}Ok)PMTvh?)79!>&J z`S}mmllxFLjbo@&M*p&jWim%^D3*~}+sMYy{GQcR3Aq5s$8_&q-i_G&Hse>*h^x~? zbs%6-Cw#A?@32hm_H8~=J176|L3z71kwngWlzJivni3~T=X@4sDe@?LLO=i`_ZziW z$S6VT(lf4Zd42}H+7wumte@udx_#*!>RGmqj7<}!0p#UG^EB3>F1WHoe z@KioBc!gyQW&TtU75EHIcY_y0$jON`p++xBqJil^g_`q6;_z^~nVWJpyOn0(R#;cc zmk~dIH%D7k(m4xiQw2pc$sT-xffh6t%6yk%AS7JQXcz9PN|8-`SNjA;OeM0eadSXw z-Gi8Z0&aki+5lJ6AFdyC?5Yg$v#ct*KS5~ncY4Srix!>?vOTJn8)I!8P6Ky^RNde% z>)N5Ib-3%0tA{2#0Ox%?&5om?F>D!V+W)Q}krvmw>uFcl)a>uGR5pG(5Cd<)kr$+t zR||`#Pkh{UZ6V8@)Qi9b?PZ=-GVlJ}8OM2zWk= z&etu~?~r@pM}O9fX{3hYx2BsOC`EAmJ-Midu6RnnKS$pzGst7GBn7Lt(LH7B{b1j? z7@=yH&U$lvS4*2JOPxS_XXisKAb_o@;QRz)KQW5r=*dNtIH#N~UR(qMs%;AT{M-y{ zqDyZ;r9LN|Nf+HG2yn7mA!qgZquhGq*pz({NQJIsitbP>yh{^G z-(k1fBJc#RnnyD~LPANruSTv&N#)%yRZKi_)1i#Vz5heXjOjgx^XMR5Fn0naeZd)% z;+N;*Z3Z?-C5mbov;hBGN$Jc{vZ&O8p-+xHZEHy=qEEaW5GzG>s_+sv&Kqk)5eIUT z`{C5!XX}?XaR2J|4Et0HZBSN%eo6Ca6pmf}q4ti7+(mQ0pzEXN21_S@F}{18yn=pSY;H9xbC)2R1al{0*&C`hi`2KJu)CP(H|6g8H=ivnTiyBugBB)z3Yj@uG(qsHDr0qd zX$akw<7-`V_4E)bvx%G9fzy5b?@N5i_v8uH*0s{}R zXHrrlNrHeX4Li2ymAfipf`}^I14{!xVq}|q9Wy!#R7TMfV)ecsQ!Bz$u!xwX7iTw! zvi_#`^bL>+sFoM~k(y#3zL|5deaMPslnVYKD`Q7OMgonL-@hzbU^&w{r`8K2{80r~ zSO8_&p=B%m6(qF8I>x2A=QK+?o~xsbxIh4`(Od1t&p(CM}yRxMv_L0pbe_i$O$80z5=+E^k_ucl2a`#SxL}V5PG;ScUc^tO&^#`g6&iy?r6Rf1zjB`o|#=w$El<`iM2v#+Y57!zY6p+^ap$kR) zn?WdBObeq2DM&%+rE-AjI&PrOCA+-5IKo~E*q8bTPI39#+=XAEKh=ACf|j(vDDdd4 zGwu+C(!oF{lIiJm{zrVTt=h?~ELGFf^QB0(_Ro4?8d`9+%XRt|^>Z4kZ9acy-kmdU zuizz}%ayF2Rl*uE_3g&|^tkwpF0go+Zrq_ ztvLN+*;>HDtA!5@yBQBB-G^HuQ@r$L_OsfgcBws8S*QoMJTHGAd~E>cu{ih?j?#)a zu@pbdSd?N3QfLn3PbIVt7SF2pWgHgzR+Y>R+yCaN4R|JD(0)lm#v`&L^|GSaj^Mvp zP?fgFu^p@e-x!H#Q;ggr6wu1!wxG9H{oTa$!zz0#RKLQ6DLd(YC$V~?D?DFj|GYhD z$wvi=;G~Xz)0kG`^sRzK+5hQV<54LFz2Zb~^Bam0G(7iI{WdI72t*=!nfROdyHg7j z-_@2A%T=yXsmI&ALnnEo??bIMf|m5_*E=8QQms|-V2WMCWyhma@B$imlxGfPRhfiB zUal{^t3z@Fl5^(88XfbVAi`LWFO`E_s%tW$w3v+V8ZTk8&lOh!bZGbB{I5j z(dBtMh|2b`{QcqdO+su2@z9i*#m6**NlT7buzM4~H*Px>4@U{gNk!JWslykmPr84I ztV}Fun>l5{qgEv&Cbc|#NmkAX$U<-a9<@TzylgQ_ zS%EVlV3MbRI^lP-#kKH-0*yx2@4v@)%48m%1}%x-(h8Wi@t?g31sQHPUBgBXZ9V`v zutfE3QJ^`l#p;C8G_YU6VmjX&*mQD^jccBR&%Z>?l8HkFKyk-%MJV$gg%z~x3O_G@ zpVD9$B$v;^%u>}@@9rKDV4M~Sl}D5cj98+=RNSw&F6FQVDZ9B#h0^YJi-9T@;|EMzKT2D=L?TlD;s^HC4AbC%(KU+3uqg4 z=fai(|K$=FK&a^9Qz9FbBdfT$x{*z*Q4)x^4%{103yXu|$O zUrA^nUr;RZXN*W*4J(^6G&xKe;QYTEJD! zI#BxlbIs>KICRbfu3+QLLod->&BiIO4_PIgj^dWP<}6kzN8H~wo2qQC*vJ zO#2=V=_7p~oXdH3j^msBIohSjG~~`ZI0(I$u5Ja&i@xyM(ou(c@~R$$5KZixpG+_BIEHdU!+u1x$fC;R!?y9l_jm z+-ixsfVzXtn-m>k1oaP3X>u62&FPftC&scCEh~k}!`6BOM63>b@x=gyWzIXsGyP-I z?tPCop)2`Q3`=%X)Ef55-EyH<<%H$*ZVjfzU9m0c{nd9#R*W3Xt%pr~g|+a*)_Qa# z8*JnCVp>vx1mr}dxD3d!W9+`IaSa=XY9}Us5CKoNo8d5HMtQg&UBRqFt$bsb0 z<{07rC4yrAUFSpJ?MK&!21(Ti{1uR6SD90sSzS)ix!>Le)@kNs>^5hc}~=QFLcBV>j%dVU*2zXgPjE-bHC&QxZ-4b2}p=P^s@0F{eZiXf?;87ertE}Ndx`A=w-T4E1^Q=dq5ceOJm`1D5byZM>La**6xd`nk#-Q>+PUQXz?@ z>%M=(_w{u)Iv+R8?*X&Rq>oOpOZ~;Dltiv}O?5R-4)=)2wpjFF<9g6i$nS&e^$O#W z0g@6l1M)A31cClzM&^?H_1NEkcY;=QT>^ruW~z0U)WcX{VM5;QOt62c4lT_ z*)kid@4)tce0Mj1fYmSsfsJ9s7-f0?=#Sxw!z_35eO?A>K^XDIr*Dfg`LWZCMU9He zEQ#^2XGvT*v zyedjoZ=>=&%p-p2)%Lqx^c4FCPmFyUN7l>+Vz|8gj+LD6t-Db{ zDDPlsZsi$$Tl53HRXHCfV}5*EW2=z0Lfy)nFh3M%l%O5RavOLU%KGGie>4>G(lw2Y zpbT;|G=_{YC8c37=+_ZkzNX0Y_Xw+Giiu9Fx?;xahXztELQ=) z!Qw_jMlbRl539yrey_QkeOi~f}A2HAI7|9|KAJn@|i9Eb=oavTo^5p5X)Ijm*hr|5N(NkoduUN zN_Q&!eki=7t!+E&41Yx(a*1bQv>N#mP69Bk&HpY#{^Sp?3aT6G&!TF@#)Ko*Et9z3 z!b_Y?H*$`<_GJiz=SzU?jMf66jef=nj0~l9OBoXju}AGWXK$!vm87_61y0cr-Lw`m zS-SwJq;E~xnq0t9J2O{euXNBb#u?C6UR`#eKcWqP;xvyCjI9IS-Wk)AUdGkRI5<53 z17jdRasm4q_g0eDl1>$RUtrP#bqM@jU4ec+a>fP4)M53#-r+X|F-Ce1(kpsPKAG-! z5c7Jd#}W~4x9M7YC7G&o#?`gR-e;q5c!1@BSoU`v6FDCIe9_V}Ktk+M?Varbfxckvbm>#4){${_6M}j8?xWT$m!Di5rIqZLFJp1{J~N=p zHrs>GR(_h~?z6CL)X$B~&o}K1WlZ}CaWIW<)Ct57_65p;QgDwX?yc*OcBlso8nf9P znf;8%Yzd3G38nK4LgMWFuhnLV+`PO77#-S;__eIgS6BPM+sM;YP7WxaS+-^8&qICv z{Xd0s8CRynebKdqw4)V-$M2nFoW;mQ;% zaWeQ=zbTsM!fpm0ERs^f`B(&4?F96=T2n${sJoOUjZJBHtl|gR!;Tx=x%9+XHbvE} z;u_QV)!n>QlBjRrBM8cAEQ#*LBuIYvKFAYszNo?5NQ#XxGKIVg(sM}Vh|TFvG4M;O z=zSy1c)P)flHE$cgdsx%Z_wX+UnK^XoVyLLq8*UDni%bsdc~WXh(!On3i@^E1@psgviR+Ml_O9_>6KjH^4VFxF9Ay!`Q^+Q(_T$l=n>@OhG2Lvvh zi6-qs*#G(4kfcmVMGhQkmQ{E;dYY zJqXIkKJfH))zCn=Je7Oj4RTEg+8arRUDm_BJsXu;eHP02%skW1w1RP1=|sa49&%>+ zZ)6lfl8O)->&iJE$uc4nj3`)uUWJ>-jkG@!>dWysa-1|ho=l5_lNQx8VmHHw>!0zt z;);CoA9wuweVuFYG%fP@=ijUIn&%7aDtG6KtNB3YX?t07*_6S?@QW$`=Od3rFQ+GO zNtz`5(0o+{#0jH!ZW9u&j(p+6svQ8r5}26BY;NMNjiCB^D`EL-C0Z`V$n?D%B#o_9rxX^pY&L7<+s%C8RUljVRx zsegYCEKq)be|pV&uNQMXuGw?eV6fBE=EDnPX>;9hBsVEZ&t%jf?|~!j)@yh2sTi2W zIpM(sGYp$ia_9Zsz%|vdh@M1dy9bh_uSud)ZmlAeKH5`FxXr*!@U`eW$o^~dJ_ zwcK&MjR&_QfB(-@0^>)aFGD1EePkeh$173Zluq-&D!AWubpd=_#i~Nxogm?P(i>Yh zjYwXPwBV5p@%Kj~yqvf>C7&2T4QEfs;=RI>W6CmQ~So$L&#sms@-)*YC|r907hp~bzh&Zs!_b1tmsC2$nEfG zH=c$W+HkGLWDhD$%9VUe+1BeanOK zX?V)`v#k8ocS1Rf3g2W&8B{q$AIqcuAkTKwwL@g-ph*J+Vz+Zd`2Nb@1O#aKM1R{U^s5|N)uF+Kf#g_G%OXa2g$33gmPv42)IW+Wl0%&85edc zMC$+WZsSz`$zt?!G^t&2?hEmy@ypO|oLwr`pnDO-H=!+SUG&7Zq0IW?PM zis@Gl53m1Ml>+*v9)s9XQx%wg_ZC1lZ5&xH|(tC?qE6y;|d zQ+%r$5$K3yJUtoqEBMz=^MJraDsN>vowGH9NN<*=8LHIoz)xC1`zI$2 zl1#Q#_DO6HSrw4ttZxWEFmyeg2(jwELLS7u>`Q$4mBZrev8Db`lY&iHbXoLI&B1K# zOZS2MGiQC}<;M#F?OUuBp;AFV^Ms7{zVZM4gfFeO>-uV3^8&sl2IdHLxsXG@Sua92 zkxT)4jkCulH4=EF!eYIt555U-0vt#7q(yVJ8})pAc6g@jvuy0|swCmlIy=oAS!4ry zKG^TxS~WMH{VpeP#P)HD9x`8AD9;O=jIhEc`$r^hZP(HKpNL!}hcS@QFvQp6{eZ}a zN6NjTBB1S%5T?rR1}FB!-Gp`eQ0@SBVSIR?c)|{|E-tDQU3>cg)SP9~CASGsNB6lmPMgjec6OP?c}$wV!KHeo{=C@Paai1G zZod!t^L_k!H!fXB`^A#XzoRn@`hPgXuiqB}FSkl#e*ajy3V3nqSDdJl=h8GU8K1E3 z*1UAH-^%Y~Q7y9BC%|g-%a@(<@;TC$Y8lWl=~)Zp6J4f3l-mXkpz=RkW@AfFK$O3t zO)7nUEi-l`P*L$sYH+f;Y=_UFV}GaP>#rus6EQ~HfpP|Rx5!zj4^Z2XOI7XFajRb$ zfo?mF!&N_jap;?U2LXIq<04fL6Yx;@*p$2ie^qeklkII^;xWV&i*vPzyihz zxr28}5a1e>kX@3s&!T#IzMMl2W1`}$Bfxp@bV@z^xZ39(r9u3Y#63M6Q=EC@4xyXW z5J3j}t)vZ$QPLx(i=H=$B1R&tnj7_!@%6IrRwbvh-WKGMmCXtOlwaYX{!p@H@9F1> zLP{QgFH5R}H`Po&b-|X6vmip>V-rLws=@L^w6Cg~yq@m_MH+G+7=HA_i|1iswNAiD8d$Mu~ zWzU2@z0_o-r4rPXC&qeXze01Mdc5CRns79D&^V}^H&i4qo<;`qwaZK&ed$XaE!v{c z)ps4Z^Do|umhzPd#3GshI`Mk(5(?=t9jq`He(X7M-TAm8=Q2<|Bn$GvKFg}Lrb60x z-b*WO0BFkX<~JXN?9GOF)tcDae{0;kxY+*pCp!T+a?SEP%K4qV>NNf0`#N9IShO#| zec3?CZlJzI?(USBK7y8`YK$HLM7Zfg-e7MsSEXs^85{z zcGxZfx6ZQc5+}`Bb&O|mBy`4vB87`LfslmHD250^(XSRSruBq}`o?M)dDW{PRaQ%u zP?|&`P6BdEJvN9WFg2Mkz@?{T(hm*Ho+PXHifWC+1h%irrm1aYi_UY8tq_+#-P^`d zhO=IPGuWl145r}mqlMs&PNGC)+I#r}<+X}$QS#pjHp-jrUsJpviW|9+uC;JL07;6^ zn59v)nALPvF!s7tsb);4OM4S$Qot7>`~qNh*H0H71nljdU$F^Q*5afo#9oZjBxztz z7cN&;EJb+h#6aMMKj8`I7Z9{rjT^aH7wo8T&uR!?E7uixQCFq0^Zm`p$ZXAX4Dwst zUG)Le&!E7fiYu8-D7Iq9;r1Pez2lAXV_BE^v&&0Eba8&jp;UsRpL-_9mZcluY1a!J z%8lBIVjl9FO71hdKa;p65&7G~&=A{VY_ra0m&;#)F6A==5=Hh@uP*r)c%$TjBt`CcoNR=vBvYL%Q7D^Gled}i!}^yCW3;&G_%{{}K;8 zgRq7^UfA_DwhSd&o%XE{%`^D?6aMMe4K`9@2%`$JlY5^>txPGVh({}mT`MjSZF6Cb z#vri=w!ob;V^#re%^Wog6!MQG)Ex?Y%!-j#5ocp_VG9%@?@c468@hOZTb{$XVj!7Y z=X!Vi`p?zUzvM5kb?KxwvO0Kq%23?<3lr}t5WM6=qV= z%FwI8{2mgVPlr4cjrA(`hIU`}lA`b6yXb55#TBlcmDQQ?q*?&xI%=dxbA}d(8TuSp zTEj$2OhH;K_v$o}zr|&Ny}4kp^y5dU9S35#R$cgykcmShtzOx)4VCyAuTk?EX+mfR zl~gJV4dj`fhoU@;45k2?hk2}Eils>~!2>^i^Iuvl{fowXH>aTA^+juHzYf~pmW+?^ zW2X<#=Y+yK-XAFlgk5Z(#`XPJu6)~Ay<>&^pMSM-XB#A7o2$HRkZh47H#Q8B!Dkm6 z#{(-TT;3WIZSdb9~eSRPy2{QG)KaKXY#?a@c>S+I&X(x{4ih zWvUS?|CyRshWa)}PZ3d-4E+RRic(@OZ*dp(>+V5542mYzMuV$K?2+}_d`O9hH%xgw zXT6v~bd8W0@@m?RsTcCrGOgftni4fp-tQVKnertjZM7gVwW?bD{i0lGBsYFz5j3sh zG6yqI@#m(SUsnGsT(+GW{;%7P7!rEKTxmn@HQCs-Bh95j0BPQefYK@If2sIFOEc1k z3s@n)wV^EQ#pq*(N#zcyZDBn^=B2NLa?(;HXo8_|#ofQsg%+j^SOeS>dU&m6zTUhV zT3EFMNFAc{fN6i8*JYe$^L%aQYatIv5_vc8N$aN?;+xbfkq(~qb7&9Qb^oB#wyMvP z@ukV%GsQ>h>g!dI_p{nSTBkQaqqk^e3T4lXYa8$W9e&uhYr(?vXN)@J_n!+7SQ3$v zE}g7!S4#^dlw;VWlT#ht1g}&V$<(Z_ey-|93EA~&e2nltIJ2R1v(yVoqAU zHwlg}ig!#4E#|4NNXr{%e07QIdTHfL9)Dc&S+*MsMp_#Z_$Cw?U)Y@c`O2I>LJpSkmY z+d{#Ks)sIrSN{pe>nl%s8IfU9V%a`YDIFmA2pI?g!-wQ{oe~-Dls*7a8$hjZ!$Dy! zE;^{8)3tGzkb*aY<z>>-rMBFOikVIAM-|9zhyjHyy~iCvAbOL`5}JodZD8% zi#0x8R3Fw-Zc^>c7jj2Wmf8r!o6vb7Rdo&4S`9uku4>MUjoEtmczCQk|MJJqtO~xwbk|#tD`rb7(cBsMF~jfi*KZOnRv{|Fe5-3|r@dH%I!L>_K1{joxO5LYb&^io-YQ}IDy^N za}N8X&CVx5|9FWx4fECw&7GR(#oiGVlsP~^xn;yxFLS(DZG3}~9+ohvNG_X3Dwu9i=20$=To%8Z3E&Y4h?5a1hk}%!P|T0NLX-K zZ%HO3|J5z>;r1JNPVG|(MT^>eInoL@{x!;^fQ-ST3=TM(xKsOFWoIMLfvco%p>l=T zn91Yhe2qN+pqlsGw+9bTPrn?RVBK{5-c_Oy9YwT>j? zkzY}mTd8`ZGwba^%}f8QgAUy9JjdZIZOy9b>ld6Q^1)O2h8S$#j2USp^T&!)Yz*%w z1Z?CsYTJ+5(95U7(~a`H(}PuHcZ z9k4}n3?7j|^oB1SvDAr*w7P~y_G#N{edO6$qGdese#9eav&D;bcl%r`1!~-+iKQvo z@a@fxAtYQEVO?&?sLbXkOg~uLSW=x`V&8HL=d$sr^lfGBU?LMCWJ3UNcz$&sPvKX} z{F$UWsJ|t|Em`%S_sg$Nq zSlISH6?X^6us;{hbQB(MMUGYoL@6#)X;C-7U!HLL#Ncm~Y)v*ljJ@%_#E9bU1mjNU zYSW>8LC_B4`HauMlQgU4Ame2^oq}o0R%KTIzeTFp>b0DS69w)ce~t&KYeBSs+0=o^f0OQf*SQ}y071DWzj=g z7JhGk*{RJx>Ak_iYKa#cTy?9T6QPmk9lP~foW=+D*#Gyd_IXgkS_)?8iZ8(348$qf zRrmU8eh90MjiHfYXU2FWog34*t*EqH)20n&@$PIkgI=9Qe#(?zRg0z~oq)qvB67q1 zA`%EPi(UmrfTYPi9GyA6H3Wq3MW5#Al zH@UaBH#Rl~V7?z37af~A(Cd&^$82w5$cub_?!}DT=?S?_qb?DB}BNnZ>aw z;5B9|!doc$pQ(+Ct|kSR7F6^~#)HZ9^5@+PC}BNPkqnzL=AUf49JHx0f zDQ*xTB7tYKlRdZas$<8H*ov_$(FW zsxW4^{Shh(t|Vh4?$x

$~VxaxAv`OX}|9Tpqo_Rb6$Y z=5fbRXZ_XRydf1`4w9wcgz}X}4DAcmPGipPajO}JHjo|_KB8|VpX?cL3Mli3)9IC6 z9~ND^*7VALUw$T^T#w+hCXu5cOv0%A=9hFJYFAOG;h`jI>JorhIDgbf96r6nfpU7( zQW{YE`UZuvIyz?~Ui)#;BiO@tLRT~IQ>>X-sHrlO`JkP4|1k(D*Br+_(yV5qK5z*7k)xH`}&KjVS@Du-##r!CH8=)3@?n zm#+fjbz-*$h#?&we)tG^oZneccboqhD>-jJz|f)Kz&X;s@F?Icg-Ey}(#fa2Twvo^ z3S#1L?5JsXZw6*pKptn3YB+4$m(!B4QNANRxpP}h`!({n0&iK$wCOwfwD;bWun1Rl zB6)njB2QVJ*y`K^i7yty&B8N@>|x=WvtVq00dhZs0 z41plK{K42%cgbcu>x;IJegOoK=npv_mYdzsN$+NoPywyx><5vc3HohdR>`0hayB)d z?LJWacF$#kuO#ES@ms;&8{w)B3r$*h05mAJZ(6LRQAt}*-fE}@PPi03;a*^puXNh} zhO96YNNHHxDe+#+rFbi~1IqCLpbHR>&A(7H%VlVnW}jk_0PAD;B?*iT`{!2zSxO z`-YAwSA*nvHpyUF`&#wTtd+{U1B22oBWjfFNW!VlyBzQLr-d|iKS zn2JdR2$c<{K6*)s1{`yO&3uyz=-Mr51i*nb5YB19`DN|oBcl#x zPXr=wL6|}V{Ik81&iLY=eqS;lMQj+*(kLAyZ+Uuo(<=&N1#Lxt*?OQ7R$GLQc!*(h zDzW>wkEWM02wQJl{kkPUTrdGEprcJ}{u|2nXG$pKiu&Iv%P;R8t1o{lLQa>~RL&~8 zFCD@NLmchQnJNYXaqP9rzqoar=3irwd6cA`HyzA2y((oPn;$kJyLJ6(U5Hk?w)ea~ zeENIAbiI~&J+7o4hLc|MCp$dNibYT8RB8{W7unXq9 zB^gcw3gKHOyAP-H|GhkcJEyFUH=nKh7!wAQ5J^Hg)p2{@k9<2iJA;F~)^qW+oyW+$ z6q~En?!Vdd?K|s^heFo_`~QI+u=H{8$cB8J-;3?|O?`d6G=5z9L}d1U^d0Yfu;7BzftztQZptSscB#(ufcbsVq6{*+8bj;Ad5 z6k^#b8@Jj}mfhr(%uzp6D9@RCeCGO{Q(YvNzK8Y#rYs$MJIKSMevy?yOb^D2v{NLD ze`d&1FMz8vL429M<%4_&k3RZ1=Zu#eDNP=5kBrIQTa0$~_T~z=_D0SMD!S8zQ5MRAxQYbQhT>s@xQQB7*k$5X!>nzM@A34mx@Mh>Ay!4>6 zt~z?!kVGxIFaG94iM=n?pqQ)o1Fb2rZzBDVRG2KXpb`9KS^$|!9&wrhRvduAA(4Gc z;?hKeBcg!)!Bf}A@_cVUY?{c0Tn7Str|ti&w}4}tM)uBAdC_bG@>Q8%az~Ocoiq8O zaI4b7p04W4M9yZ=uWwCtUdu}N7S6-%;4(#%FnBZYI!EJij+o!f!T)Z=Mgr+AvGNM_rn~bYb9jdK22KipXa4?^ z0=%PKd+^`b$4x#25H5UW#l7Oi_+d7Cm>+3Uv3;dsWdIsNDo^~V=amvGuf<0Sx)oyf zN8kM%P53i(Si+xD@I+XOkVk}t&rH6i3Hozb8gj7ok6I<|-I%E> z%^R@{gVxbMv8c6;Qs?LFo4DUAac^KX3e%vd9Q~Im{^}Oxt$N%UE9*A@EHe^+??L?n zp~CV)Vif;9#n7%Zs2*AHoP;UK>hPNWNND>Z!Afoy8>C;FoUX$skLN*MTlsII+4c8M z^Lv-hoycabxV1Qehggo<>)qsp{Kx;;bdr}Y-!0{6mH6z;|GNOOm2A*IVuUzs@4jkB zP9{@h;_scH>U!u$jXq@&3H>}U9$ zi(sOo<+12UDD?6r&=zV*W8qlF01uBooc?z)+aN%a{OL3(oyqgDz9~JH*vhfpw0cSa z6tg&QXPweV(3xr|+gClr@?tvd+-jH`d#jACw2(kW|BvL^^XFVh!1hSyux|r2+sp0O z?Q=i<&bHS_o+PkvtFxs7yoT&!E**poHH%zZn}6qACAh8A2R@-38zHUteb|$$LaC@$<(U}fc5QXVd6GiZ8??au znL`=Pm2COx%_2Ph7IhlV)UqWu1x;3{WpyQ%%PWzg%-8&N5xt^0G@e0OKk|qz4#Z*{ z!k77}ATeP)vVKRKUv?NkR@&$B)d@cTvMm2{`3*IigLfpVu}zW8319b`7$W8+@j{a* z^3;C>$p9he4TX|^s-2-}CvXpX+!QkB7#@%ci{Md4@aH`vHfl+P(S9d0z{%_fz*T;Z z_6YyvZe#IV*^>KDkt|I8DKe{0_3=2$-wmgW(H9QXjF8W{cUox!GvVe(i5e%Y2Hw~H zHoFRgl1EI1m*!Enuj5x_-M$2x=GDC)==7GDk|dU`a@M(yTny}!Xwr>ZRY(xqEwi+; z2;OO3lu~|Q#6!adeduJyoS-$o*wKZ+o2bE{g(m;`X|A2O@3H)w52??O~PK{#IE7C2tUHWbtc zl>D!KJEE@cixBU3Ot}z*Div7d{1@ZKluV|je`CLp=X0E;?8aYHX4ua^J0Hbk0?B%( zZ=KlNguFOVb3W)_qx^Dw5!g)G`A#8qBPZG-OUT4MLCB(5k|uT-Gz2~NwQ;KB zo;C6_G$U9h#-G%aPDMJFD!b3S9bjt^h@L5$FJ9}N^XbteadA42FRbOV*Zp)2y^=O? zS8e4H7FXO`IfjUklfDG+`3F*0lTTQ*O7#I0v$`CpdHTkw+#pZoRtY5a#1ar*Q_bq@GD&2$G63oJ%sI4Tl2Te%3WV){T$F4M2GX7YWf!o*Md6q7nI+->? z*;>mUt8%QLGD8umCp|W$5dTIhO++hMGQP@daJAMxYofgjTw+@GA4E*^(dxZ^0Fk#Z zE7mjR!5nee!0u5Ep+rJo8jU?}Wht0WpZJY6bFeOtfI^>qs{V+Jd``{*-h}uqP?Yj# z>H4r6U@_~e;|e$LE&YzFpWz)IogMq>EC&ph*MBaKXT*?c>we!T*A`idf~<0cX8YN3uc^FZulsK0vU?VC05 z=kCua!{i~Ntu!?7yF}d7T#JvqR&ze{(KDJBO=JSb|O_slnDhw;7M@H8psAEc*C(cdNed z$5X9Rx2)V?HD$*v+iBw-=GXiRL~M6UYW##S)}@(+Jd7BXyo?@cO!Shy4v|J)h&brE@M^FcCf)U zeCuA>tF>X1KIwQjCXI>r8^F;a+jF~=?r7C@x#V38>iJtwyz((Nr50-%9Rn_zgNP?I6>O#UZ6<=_ zIC@akOERMDTX^Ja0HD^|%6gvxeM~PVoCp*LAP`bX_IGJW9L(_zyHcifB)ZE#*tmDS zz|sjURg&pj**~=ZTv-W^ah$J`05TNw?TfZ*Al?LbKV}{&DMJo||0bh@+{M~$9RuUk zG(yPrWz9eT=6Nt#0)JVOt$iBi@M^#NaW4ILIh*^SfnbFvcgzkaowm$fSjaOJz+6oR zJIS`CRQ&wE+^c>mHz?|h|D^-e!TjK(GB5Gi!gcpyGnk76AUnXb#{t#4|6_uI*I4|g z(W3ui6v)_2AEaZyj(LMX=kw0MNWx=TyTa#8gNuIR&J-{;-t3Z>Rkf1uD#|T+@7Nmp zu|+Zx)*8S5KJ=Ch0>#3-A*zZhXBs}b= z(N$xt`5%q(nUq6g+(2)Oqnv4khBlOnf0IMTh_!#*r^8_2Y8RS(j(Fe{=T(H@5IKQX4eS z$Y2`!Gs#H7H0epOJG6DE%%rO?fyu9!MoipQB24n4&8b%$>ZM7@Ifq7^Pf=?=fiT`8 ziYel!(X(iQun~6E-hoj-*eGzP$)>Ogse4hngdXjFH&+cZhK`5B2|la`@XFnUbTC16 z)n1}b&1Z?)TZ~xYC&5=wpTJ^-B8O4yjtQfLQM*&ZMxp;l(^-c#{e^9OAmBihfk;au zLy!jPlALshlt@cUch>-c5z^9<0@5vl(gHH1+o5zfyyy46*E{%|i|xB}&U2pUzCSmX zbx>4ji{j`z7-O5xM6P4E1>>16TwGi}^Aikv?5Es$twrO!u6z6JcG*9h%6+6ky=V`iwj|heilh#41&d6%>9LSyjdxJIxK(FNc? z4I*xQ9$aLAlp@X6?@G63%ljd#)r|~iEkdD?siFTuwD-oC7zg=i^SJ0Gm%g zUk5DeRoGs=g^ot>SHsO8Zr22mf?e@yyC)Csqq=Uy^d~f-;yswPKAJx_r<>l2UvF;l z8%^D>=BpE&8Y(pCv))q02nZCZr_NcmG7;Ej?3_M{FDT=vCv(?f4}K-eUfEs)>H7F( zvjv20Oxjsyul`9=5TkkEP`)Dc2cJ$$!K|y8FIHQLWp%>?fZm#OMy&r@R;j06TF@xS zC8k+UqTDss`qGcB3JT}mHX;USZSsC?Z#x+1T+W-=*EhG`4^ADNEcl)f+x8y8JLhj> z1B<14qNGXcP5PY#WDSBfM*73x`3KUix5r@TYxzWe*jpoZAOIS)M4Vinm;O1J5s^L; zJ`bir-ktVB+nF!h`}*K8oh?oJ_tstad3{oncpD)FW)7s<0rbUYvC;%7F&L(JYuRL` zK6cNM47^#6q>Cx`zPSQYx&Nlcv(}?IHQ0EAfeUkUQ4me&6y+2pV{M--!gn)XXS%_G zrnimtAjB#WGwd_bLw2$K1kMsIGv%IbD+4Wd)6sEkY^~aK+^sTSs)4hB&;@(Z$SB0U zB7?oC;4YufiHU~xv`V~H;aX<2BF+*IAPn#8P4a$epq}7cuoS-M)zmD5gOG1B;7Kha zz)jdoW^NV|rSnvFRNi~(ZtN-a&Nib;*Lp72>g9RIGUbIsT2z~-ibd+7f(-OvR^9VUDjd5(y(4)Z-v9`mqmF|*;GIIMY|axFE*8$zX-o0CGZKJ@Mf zggHb?%~?r0JaQ!#+xml*Sm;;qWqqB`@zjsEeRsJ2YnLh4U=jnB=0Ho;^UPsKH&3xt z2K5Y<*y(qz#`e!96n7gv0}sa(RE$Qg>lCF6zwiwYj!J$id-{^Zi9r*vH6_lXbG;6Z z4Dyp!YmyLhi5{FV{TzXxW?z5*5@5`S1v8}rb(FbTHY1~9l`d$|ditW{_D6(wi(qU1 zvu7=31&TbM`deS@t+n%^q2IKYW!N5Zkw9QFq~6`E(-~;|>PMmuN2Ig-N_`!W=cyNU zcfZ9T{e6`33en%2_%E?} z5I(*ox!%Tu{wju9hMVni#}2vL zAAzGQ0fb;CfGW3H%=hYS|E(aCnr))KF%k9eJ${ob(G(Rt!IdRGa$^CMR9%fr%3FsjN(${sopV zJGiCW)Xhuy?R7o8K2wm)8MX!l6*1bl8i!f=MBNtFnVY>x$yb%SV5DoCx(&3Kair6M zEO6_96O43xyj%CP9ee%rXE;vroqZoOArlSK3YzGx!g7JucUVEE*LDv>qT8Hc?@`*N z=^u(yH0i_LRR5Na8Y8E-J>EJGIuZ!|P;l#z#53H@J_Ts7`R{iiX3Yw_{ldHL(%(R9 z3|#fAQ_K0|c_4>{m31=EBGQ7&v&Tg{V+ltOMvr%8b+IAD$NAmBAonBI!ut!FMd_eX z@`5;AJ$3Oq#q>M{h-6kUfj1cV(i=_qr;LVe5d|F0lX$fr&yOutSj^vVI9_HSR=ild z3L?J$wV5048tHPstzJN}7zlrYm_L%#muNW1W47{6{tH)332N;!Abs^ZO2KGJJ;h=%#mG$xC4XDfNDd1%KBoM(n{ym#F&? z8Mf~CH_2QSeW}XOHUGfo?|Nj|Vd@1bPBhwN zo8D4K=lWgrA8a9qzZSjMEawOHV&9BLgK;)R+jkcZY?P%z3X5L*f^a4O={YPh+9S(* zukA#iw!GzE|0$AHT?9wO;r4+MJ(v5NAURUoV8UD3&9_{PjUU@J`o1*p+c|c9DYOtS z)V3V4)-FyrsmM9pTJ=zdJ2UgXPi+40-4h^+ds?1^ujp>91vSXwkvjvD4-Ak?)s?7K0|TRD zRh^jUg1fPvjt;4urOp#2lD~?@2Rl3QZW%fK7WXrQAyN|!A~BGq-qO7b&TcCH9rj4J_D*GW$p_ySKVE+?7vap&j+0|2=%dHwwGNqskwlxt zCouipdzJgLhW1r%`YRf?^Hcj-kChm{Bo+SGkf|+$1VwKp_4eY`s7c&5dd7JMvHPOgEaT6D!-7H7DSCXL*75>PcLv&_Ah_z8u$t42iEmw8`F!5 z>MAX9PC*DgCX`i}9{+Qr`(Gjt8Bt?Hr@4e%M}>rR@>5Qo+nf0Pp;D<+^*Tibut4>m z1Aws7_%~6y?>w!{__AuU9mflGfhAZEw`4 zRrbeVr@wl42U&w)FCxvPa(NAKXCAZ0q<<~Ew_0|L7BA4C9C+JkJO$=w({IVda2YL- zdpQ^u6=Ts|?|7NDK6AkrszS$qK^tpeHnX0m!SSU%vOazrdBB(^!}mVjNXm61%GrEO zPxZ9+Kn8m9P}9(s0ep+GDJ@b65T9}$(Zi&;NfJfJk-mr(KT9Jdur>UtYDw+b;&Ab!+3KP;X}5hPaeoIJ3oFXN6Zvc0FNoOLVX}ZJnb)( zk8h<3Qrk`Crs3XWya-X7lUzF5uZc(UBJ3FonM6{*i;Z^dFHZ&Tp5C1A-rj)Uz|+N> zg4>PUw}Rj6>JBBZdL&+%CAAHW52G?_-haBf*yCR>xTVZw3tMm1!k?xT06?Cgg0L zTuR;~OM2gi5|NkJd86JE`2scjXFTvc1p25}+w=^lR3=Q>FlUB)do2HPEbJ=Xv)RDP zHPl8B^zRUZKIJj6FQgynMlhwrrUt3)rY ztngN|TRUWsl}{#Fwo_z#mu4s`h&hz~6H!STyh~n@r85PPJ(ZgSzKHQ3%_GSsoTvA2ho;8cyl`3LlWX1Y(cy84Wh`atk!U%?wS66EGHip&vy`uYdfJ15Ocj`crq}eUKcF&+y)TL4WE4 zJO)S-*8OVsM(W*PboWL(W~LekNSjUkvLMRU;IlN~6=-(IY-vQ9MRq76mN|qs(lhD2 zGAKBX7`eo0(lOn09)HGDH(yd5eP4Hm7p-sr50JPtueI%n@_GQ|BSmZFgUi}!N3RJ& zEbBUNjW;ed_ZTvYKV{0Zr}Xh?RJ#tedL$j~gt^cp7zo~K-?_Ued=HYbh=|>H;|(xk zc)gdHq^zDuf~5$359fv?wx(6PNCo4Z@I*vKg)^!8)Ns^+SEI=b4@7!%jCS-G5+SaTge8 zs{OaGCl7{NGkcb$-mu{WO9LDcF+r9p#$h6&zXBcU8dvFE#1rBs=xGyaywtSFzo zrH{XO6kU9M%L_^?GN)hjeBc5$Kv$#Gv^1i$SitTdbhGldE%KUU4})Q~Z6{(FaPV@% zb24MVr8evRYfWW}k1`D0COni&USieKsKH*!aCO=Q;8@m4R*!lotLY`RDu$WI`Fckv zBt2wP8OlJCWVSTPD1tGzrpJ?g_W&FBBlC*005O(Xy8#~q0r4XQ7JbT}1x<{|DhDxJ z{1d zx;oiB>Wr+WB3-;K``X`~5rQbQR?DTD#UtpWf|Oy?@xBUnw z-8^pLcp3boPa-kqfYB)<1`Ega{S(K`hKhl~!I#15mdRqH84Zsg$GppmfaSwuR?{Qt zl&I{B$bhF*Fy_}=!NEgi=>F333&>vIl*;gNoNkMQk(z``Qjd9>)dx*Gk!+uX*=-NO zOiGJ{?*;W9BH1~)x%QQV7Sj!Jeh<&Htbl;a*V#K7JKHmMoiTnDtl`O}4+c~2ItG=% zKk&Zp9NGSq^5*UxpiO%2wFJhnyJ%0_49DlxC$>vdTgm{8S)DFTDwiQ+7UtIJ1LCtP z>knxwaUsFKH*JmV<36=!u%E%>bqd4YN8Nad@dEVJNvb);T)u@PAvqS)yK~ep#gEl{ zutalR!q4L(E6a|H|EQ_j#MJ4my9_tsDkzl9fTBGu4*U_(Q#xi}tQTzI>7!Qv3B+dS z9XG`(Et(ZykJoutiP1LxN{~rdPZR_7&AMx%<@rxj{5i3;-X4s)y}$?M6`|CiA&+`A z2`(E?3?mB;p#U8hb-*Wpzz*T*!&L~zA;7!}e9hDw1hk_ilvn5>A)GL+Mm`8xWVppbcCD>|Hf$)mljwzcB*z<;3-=vy z@+POHfd0Eh1K<)1!SpAv;KZdtJN>8!^ESLan*-ho4is!{Yf3rJ-D;-E zMA!rpga=gO`J$r-%u2uVMEXxr=nU~kS*=bQQe3~!PtxB@mS}5+tSM(#ntnkmf>^r| zuJA69hYh5_`a|Vq%T**3uIa;xMV}5G>)4Bu8XKoFhaKqMeEr=I4|*pQ(uhWM4I_q! zHyI@pQjl-v&??S1`jdu#*IoZA6)SnPb_~XN)AZ^X3p~&4o%Z9&t)8;CxUQ=fADlpT znq^pNF8_9lVs71pQ^4I^y9lZ6z1Ntr3>w3teo(OClry`SurrqzKp)E?5Ipohemv~E zl9vq|DpM#v52@V5gVb_NYJ5|*fzYq$LkG8|7{ZdC!YNxugv<9#T2Z3$U2x$W2K9Tx zYrf=db)07%*njT-HU2$+i&^E5dhmB?7Kko<(48-F=WcKQT)Vr@i6(wdxr+s(XM2{! zpG1(NtvB^Zj{*$8xnuJAUrzAXIp|G3s*WD^dH9`2R%3$SVYZfTZ{O=npR5L|=o5NI zc)OikMhF86@rk3AgO%t2#zOc($YWcN**oL|h)?vNtDY83`tb}OV&fvPWC)66t9UJx zGx|2&xxy%A-bXQjM$RTU%nRt_wVx`HSg9#7WVYlCTe)imo-Icr=_|`G!1{<9DX|ub z`5hTcB&xjEQe{-B`}PP0G7x^LOmL$%fC^kYG6amC+Gcy2e&t?3qpNCl>Zz0|kG?){8Wyd9My6 zL@qRL?)@h6awayF)5KgOwdQlwa<+^`M-rd6XhI5s(^I^D!TZ^}49mK6WyF|!wr0z7 z+ydI}O!D6OZU48)dRuy>DOerPFbFt{->MbETI-(I3+FKA~h7`O98p^&HIE z%2c|eL@e%OJz3jM^bxJ-;<(TGuf?P)HTVc#M4+7GRK?}ECpE{fV(=*ICwx!29H&5K z;!9a2xGMgG$26gAHL6m}S67n(J9$G|_HdHp-Je)4+I#ZaDGhx%$gDnbSR6S2mPb%ENOc~*Pe$^YhZ^NHysx`$% zi_egyDbH4=3bznqEUu6)&mj%bG@PpEjo^E7XYn5=3Chhedjet3edxuHH+l!sr=R}q z>#6o^t?0h)41n7pmc4TXTejal8afoC$993jA58V}m${>Bo>9NFx5#dO>@=4uf>0!P zNhr7{4=)HIVB(l}q^od~ik>~G$W1j|&P^V547v?G$$JoWC;quEo25pO?u>!nTJKvy z_VNS3^^^&d&$QwHg(w1$f@a%C{}%V&md5pENr1$!c42|?yF7Rbe_9{Er8a==TTZqMeD}gOZ*o7zN05Gwa)UxOSZD7r&l)I8-U`0@rH%D zkSZ}02t6Gn* z91P%iXn#gVy!hrr&)2-11&d*jTirkVa}mM&?=rvu)v=rAFgqqj(c4=x{&bZ0m7QHt z5ox8}1phknyu&HZ!8n#U?6@i4_trHzx(*1 z4^@-iaMN@(q^%?Qp8QO)$eu9H#W@>aorjU&Hszd!O_lwv8xFE@x3#qNt3fDr-h~RquP^RS2N4 z063USSt}LySEU?-(BFnV2TrtqUe1Q`1!0>yG46{)o zZKPP@ifz~L;D&_4YFVDq+eN6av=s3&l=c>tew>)c?U$S^T=*;I$U0Q|S1KhREf4Lc zaLVXQZ+T(Ya+&*Gy-`D5?@m$7j9@({Xt(GBE{zJ_l~2;>uf_K2Lra&vc+9$ z`+sGsNjQ2`A%~MdVKd2&uwA-rij?pXfKx?odOUyoO5I*&}V$WVJO z?=iw=;j%nH!SaoGoMlL>5B55~m1WDl2-N}0&QBSmhvsu1-02ruRrau_Mc^02Yksw% z`0kbV4UcqkN{a0x&QP{dSwWVwB!O;uQNf7*V2k`BzshP>F^a@KvOQqq96e*U#B`<% z9n%Jkv=MYB?qQ-q(`?zskYMBZ?O@jHdG7jgV03X+PZf;EBQ7hbpp#g#1ACMnd zk&GdUWj_=tgbQHV1<;zA9+p$xIa$L=0#3ih-B$^^T6g;>oMB!jOZb)blMjUJNg)Cg zhUE_5#P5fEj!0F19mgl{_9TSfPRIT}Zr*O&<<(8-?G82Q1O#4v5By>{`rqU}oU6@9 zr$}>qY(Mh$ESXLWhS^0m(nvL$o|G zQ1UDYyl9^-A4!5pw?OieO5TCcR}oA56+Pv(r}^R?pOMtHOKBlC z%6>pIymGdo*eI)R9|U{zM%VJMckof$YQbuD_G8Jt1d~o6nc$gW){xEOFp6C;qOPeXgsk^W3G6x~L2;<5AJzVSDgkM@|EZ&dSL#nZG((S~9b?Rxp~Si?4S4 zW2>>VwR2`JWXfq&Nypt#SEofLH_x9`C!eWHZPA?(kH*k+->ZJQS*&YL%7_7%-pbxO zCI%dToG{oMOXt4L7MZuqEI;{GN;aFAv_fXZNiF1UwKGX%c3RBwS(08VeA0cKt_+n5 zhq2)7q=)adC+I=nPP#d1QZ>+pvj0{?=FLC8n=#87yvzrfp1iw+!Mpz;5(4@=sg9n5 zpSQQJK3^wXB4d!*-%2=tiLN(X_W#HXJUy{y4uh!k3qhZ>)EgM<#GcO)`JqPDWe(b; z9=6nb@Kg0^gyAF?SJZM?WF6nVW{&=O5oa`1Y|DKjrbJ>-xcZiNT27V{K`q|{sI=~r z-WCI8uQ;MfYo~zz)2cH1E1dEuZLk-RfLq!sHhnyuPM3QWvg$Zy=jL9ysYZqd*8_|Q zm9=9IhG%3|h%-h;KT>(1tZIV4mwtKK%*)Nqm^2)g|5sopz4!IUl$~RrteSnBU;M+< z)6=gd5>^1kXm!T*b|GMbe{h|559BUs6cieUm!lX*!52a(9!m=Gfw{l8SB_L3;_T)o zPC0hyK#zT$CGlsk&#Wc#hRk- zW6L%dgZ|jQR@kCB+1`hmsL)x}q+k-nr#zBJCMb<^2a~)AVH}9X7oMdGEs!l4!3*^> z}RG<{}sXf+JMV5(-cfYY4`9OFDN5YHXWWB$&Wun~C`b;b(QYcUg z5_~h5+K@Mp6XwJ7TO|70!SjoXHJq#HOK}k)%t5}C=^O7zM8ORhy#-$Pas}L6N}hGo z-Hy?T2b>(a2 z`-H-&URO^v%p5X5kVFbPSm3+#+03~-X;*wVVB&y`1|bSBN93xfz|~P2cItCSAzIfk z6K(KXRJ5iD$uolVkQXfyfUzri{%#Rf`ZG%tJCgDSI^%~QpBr6cbUASnaAYMBJxP5_ z5G!7ltj-zK*27`s{G^AQ`Il`$VGN(G|#S?<3oNjn`abvUiFS{=KnZ2T3N~GxTo4*DtR^+TXLAW$!|Pk z2s-99-)kGnTqWPjPiLOjlZW{d(d{aG^uT=%)}kBw41bea1`4?j!TL}K@Sxp6A;O)- z&fBrgg2ThZ&GW6^L-LsolWIM|puekS`bfU~8I=2rZBXKT__~hvY!WW?+pq*;J(6A0aB!Wd(!J-m|2gwp>>anaev%s;BHr;Vl~tSE z1U=l}G$M8{H*Q}h6*|$;l9xuBo@aa&9voq*(}IA%P7Vp|;T_q*h*`}+FIL`}bykD5U6jSQ3>g(fb&vNcX! zZx6jQSHjpxvU{UrAg4hp&+x<%TXm0nR?0pCC%dw{ssdp#w6l{#cjle*U4t}id4Io# zlvfob@Modf=QTLC6~$RR4A(|(iFulci?AtS8BoqIn%*W3f}27yE_N}OGTq?-xIpz3 zOi-x%du{l?sZt52g~5t`?e|BcWDp;|Mc2g>M1=Hr9S+u3#9$-wSK&xTjypL=VW>X4 zN?@!7+pR=y^`F?WyyvtD!sI^|9?Aei5NJ~j>%Jq?8ffcE)6~_OS!^q&hAsP(Elg!X8<2n&+i#a{X1Nw}xU9HL#4=SqtE(J4E}t(xPVjg@ zM6^3Un~*F-zyvYU(V6|{5a*2SU*@hslgXj~kwW&|?dsVEV|dDt0)6e?h%8zvXHCjizg^``NU;2{5)&QsSh)TFZoBp zvS+DsuoPK&OU&j|#Re+eEH#R~tt#E628;U)2iWFi&{=|g>ALn7$c~(0lpW=&2I-En z2U}4NIm*)C!&Mggmqmj#;#)A^)1x~w^R5kI{^zdsCWiKP92QbmhxQEL-thl^Oa%Wu zZ0B<0BfinwKavOX`uff9@v$AaCa=3VIiKxKzX=Q!nmNAyT(#-$AWWXKRHKkGzJy#- zCBQHXG74$kn)P;2VhpPy$PyZ4kRlQq52ZYv(9OYfDV3&l!EAvP9aurS_%F6>?%@wY_s zZFTxC*<6BkyE{CRd47fHVGZ^ZC|je&o|2J2KdcQ zpL&x?_xW7pKHKl@!9_lJ-Qx>c@-{JUWsZ&&YeZ{X%9Uy%Ub2x7T57QueZhEx zJeljb%90vee&X2%I>ARv9$qNShq9xH+?BKOHz4vW3!tj*JheHc^%_BQlxT? zdK3^dzF^Zx*tqviAz|p!!M`$x*?`VY11A`%&RRHZWoc>Y`gHO8rwYxdqqQd0k&8oS zLZt&`KMuKLKAZPCRoiCl+aQ&+^@HkbXKa2U^zGHuR5eagoW>bPyQvtN3y!iq7n%ca zB_P^5BNPh1UCUEy8j_h7x=Dzewu6Kp9t>Xww@vf7fhtvQGD@3a-2;V zZ}SZ;1Xk%1HiiXH*;pqYRv_^9x(QCkgp$`-%bJMejAcYJDl<|)P-r)){&A>VuR+0h zVgM~ht%UTt%xNF{wD%tpLiS2}1o-j=l7;ZUcGXAl9vg4SA2=aa6U&floLH-!Q+^8A<~Llw5; zYct=F67IyASzxF9IOjM;gVwhX za(RGM=rBdGn7o~#i1jq@M%g))@HTz}Li*k}&?2~HrQLt`{1)0cd8I5xHe@~GgS;o@ z7K*rA7z=L+`uRIiZrjBMll|PgwoT;lcm*6}%tYN$b4_q_wyHC%{!;*$1~#< zXfc~_wJ^4wi-9+5=Bbt{Ica}0w4MrEP+Pm8J427o#V53qh4N8h^ z9$VM4q1NPmb)gX__V2#fTj0A>?DnO1fNKcl5depnbo%J%uJ7F3EH5uxwF`@iW)glc z82jtl2eRl!SyIn0vC#0mUfHmC8|(e2n> z6m9x0^nZF;qi1>(f8R;up8B){qG3G{uu~Lik`>kT9k$UQA&@^{e!tZyVAgL*&$2-4 ziA%h@aB`${eD&(jKSS;jN@}$ynZtclcfKL|2g(dN>bRlxJovFqd1$-4eU z-DUy)z}Kp@;{Cb?#9C+6LNLY2F2-aI6Jp*+V6$)g(Vg+GomXDVx|(a0tpJDs2e|LK zNtkl{In3ukm)8p#d)hq4j#a8A@ATTgy1Bj#iLEX3BNwtBdnEOcsy!vIasliLXlRx~tRu7y>CGJ+CoY>P*y7&qwMa9)9g6mT9V! zb^e6J!W&9tRt;NHnSkX|6@;T)NSXL*IbwAulYB??=g~{}1Xn9Z99%K;^YbRvARiP2 z!qI%U%wgR4O=X`R_tktnR&2EVfKe%F`l@A!4up5OkMeZEx_cY00hD!>3d5KmU$W|dfcBC zt&uWH4jpbCY>6q$ES~zdnR&m&b__Dm{Smct$mm6DCi{a ze|0sTJXl^nu{zaxHZ56?5cj=kv;F1F?R9jvU!ZWB5Fa0Suu69k0GFdsXkT_#q&(~~ zms+VG%S_3KLz^LFLk_%1Kv53QM^(MY-9uF@pEWGYG@XzH&L1adoY~=3lZu8$aJgpV60=P?Nmmi%n?B=ycDCDJ`<%1FZU+PrKXLRu? zF9N`uD@{8y?-Eyn-_4UU_|fcASY^l%MJf}jRfxOPC3I&6j)f$?gBM1ytn^XXI?j%D z760SP+S=K{N{q(NOWS&-x?eOG$fGz?aL-R&?UzvK4`q^2uYwal6NHikVsmG8oZ1eGXX)P!O;AF|){;55v>#tv)R z{!NqBJryJ*ALTJ)UHi<9}e?vZH-;8Wdn$Lp;bmw$met}$Id8>w;`MTvw|U)G%uxcLuNGr zl~q&SS`plYJTeZ}I`B#lE1@ZMXBb!*0?{=*OWLVMzZQ z#wGwjmN-qES>(TO!J(8?Ru)lUPAZQY6C2Im+~Se9w|5|6^-jfS3#ISM)Ly#elDzsU zOdj@8b;7UwvUGFCL2WZ^9Izqg*y8(E`Hk;!rjJ4yGLJK0U*YS>N0wt?Ox&O|JsnSJ zjsDFsc*xP?cX{roK_;h>iqvelKhewiMu=i-XB%iBcXqcM9gI-ns3a^Nd860(4DnH_ z12)k*mD?5WD5p>!whlfvZUpXb?ZbvnpGHOwq_T9r$kU_-y+F?cfh8!*U~j%{20av< z=ZW}Pv0nQ0hrwkX;W;N5`f3_4%hx1)Q zVbrwkHE1GOXUecmJr$nl2BzO|5phDjCU1lDBf z@p7Jj2`%Q5ABL?!I7PM0D7g%&T+OQywS}QgQ)wxDK!LJUo-5hh+X5?wC8j|)HS!(6K1|8 z>*1BoyKy2zNwZFPmbhCZd6&<7nXe)Pn<|kn?dL_ddF-^AD6ad7I&Y@}kJCCYkE=Co zB=GXo5tJ5`*K2BBl(7XAPHe@K@I!_$L^t*#Mn)Ymm3jZkPun7-AT*dn=9|*16o9sq zrub5c4H+o?-p)7*bjM;ut)nv3G%5hIKK-_M!ZwlIeV$*XJT6t)C#TVnvrgX7Zmou4i*B}iIpyRn;O0wk@0}N9guPVQ2 znv;6VxFUM!)s;eK?MDx@>Ic_JAkG4`@`-N$^}=5Vn@=hF%IA=y$7=pisy$oCLK*kis@J!I_%lxqw7 zq1IgAOr8a5B9IF#k$D`xMAzXLO;FKN2KXPAU#2!6w@dhJ{^hIGfq`-J2C&8Vq|xP{ zp7t846_h@lJ5P+H+AX%7nTe35Pe*BLD%_trK)K>@Tzvb|{eb~-{^nVnp!_C1fs*x) zCy=0zWk|k0N`{-`$t|^;|L6~Dw`={$3Pg0`e)}uU81E8ROjbMbhs%zHjKgj-`l5;f zJHgCr^2IAXIg_hpus_`GyjVJq^}Jp0yh;CW_aSA7usjge>{ZRYq6=gX#B-4j zUqI-u=75+J^QsIKX^ioM6Om(OQrL`$`2L&$mVGmLfq%)&gZ$FjH2m&8pF4 zI3#f~$(1$;dUEM5uKxbQrbF3dmKyvjFCbsLVnfWtVqT20ew(zcSJIQbS^iL;N}xPM z+9%v7t^{rySoW1=RDP}(*Eb{G!S6LMu-26c7B$cfR;hnRtTbruN-sfi74Xf&)T4{7 z3DEilgt%oicOmalSVbsE8B4=@m>V(o({RH4Fy23RZzk6*Q^`VnHGNQIfDOp7LJ!>f z5~hl5`P}c&^A4I|-*L!$dXYKCzl?km=EzjpEn+>3R(CUMcYfi7tQiS6_o5zL&Uzse zVE^bX6ZY;`8~k%*cXd747rYTR1{?fNl^H9~3W?kb%@OHHb38~BJF>H9)59}zVNJ`N z(33~V^R#=fCUib9FOtcrZzUe0ufW!XE-j`#NjAN{N-JTdyN<06oSaGJ85mnEj+3^H zb`y;8@$Trhd{!k{&(qTlfuJ+*{}B?AshIpF)wu{}+!R`R0uUT?dNDON0osIpH}TQI zx(eHjZs(w2K9r_BDEGL^fvfVwr=4Ggm=p+FQmvJ;v>%bZHP*HKh4UNvv{FgOH)l%Y z#hqLp4|n(Qnji%G;wh!2%7jf(At}-g0FzsE94I1kFn}7z9L+QRT!}<^vq!*a>2h!q z%vO!;3%K*&yC_^VfAxUV6bMvc@ zpJQS9GrG2u{3^ziV8yjh&&|yhW(o+ApZfGWtCO)Loj|(u2ZayChzwYKeJ{;nHbn#Z zU5$6E+*;mqC|@>*|JC9Yi{Ab40Iyl)L^_Hoqa&oN^AVrcQMClH=;|t3QRO_a3g6!83UZpc9otU9^?EfKwv_lK0vrpY^z<>M7NdGf9hRWCi$;zw`#I!o8AujJe@jhWDZ)`I2 zTIH+J^_j&C=a^>MJIplT*{^U5NeW-@AIlj};k?Z#PPbXPXImjy%<{A2vboX3|BL=J z&Jt0JvC})#kvp*WC6hju95oN>5DKBR>V!yUhgqs3d>5k|5Jz(sz&$-5`&Io6>kqNZ zGO_%#pM4aS&mj0d{(eqh$fT$tFQV3w_t0{nEnTl+D7pqI8}S}xW6ARDB0xGjm#(fo zkh^pt&8E!-Y^Zqog6#esS7FvSe|NoucQM`_({B)z43;^T0ZWn6AkzR^(89StU-B=) zg$$3ug3$6g8WLgyhZu(LkjcE-5sIW85$$6@bcNW>mQ|e#_69HXBVQk_zW2bu8T3P+ z`QM4^Rc)DIoe?$O>P*J8SqgP(Sj>- z{_ftN;=IrH%yo2tCp{D%Up(=t{$$}s++r9wUv?Ke!SoM})_EKjj3T)^=$*KFXdkCz zh%5c`za_rV-;W=$L3nXJ=@Z8V#8#V=RG-L4L}WFqQ(vyVa1hKC8`UY#2c;V$7relQ z6rU|IM=RwK!yBOU;2Z>zw7aJ%Xmc2c9((us!cBkyDQMs#K6RV@{PGOZ>LM7g<$Tn| z0MI8qxr@qA9$V{B$0@OSr<%Vt$gwm?eP)ee+`#9|D3*@8ds2Y@?XX^lf^p=&zSr7i zb&-mXaGKQIxX#0A*3QAWjAAMd4+y$zLXZ4Sq0Q|Pr5OCH3zR#d`PMJdzZHKOYlly) z3kkn+yN;L{ic)Rw+qHIdEX>ZvuAXgdfJriF_kg_&BBim07O^-Q2K?~|mn0!fYOLkb zB~tSjjNujuBMDm`4Y-&Xwh9HA1kp8uN+hPACw)Mb+G0{EK5E3320SY|lhfzG9Mc_o zSH>f{K_;qU?D_NO(iCl8`+^;j)^#7;;$eC^lOQ7^qCmnVA7gDjxK6Mw-vk2*p`(M~ z1#(dX{>GZdto)!TQ1Ny57TCBCY6lS2TR*0h1Yo|!wqLnlhrw1#?=Xn{3v;UykgMF( z{U4gnJD%$If8)mpA*qyOl#z^*O%6v!b|~uDGkfnnv*Q?Y+CjBu|Ipnh(&9z)P^{0({-!jPW1aba}2A-?Z$@eOeBVE@|q3wCuY-qycM2_{s47K<*d&tn_5_nCN8NX+ zQ@U7r)#4%XUv!?Bx$gHG6PoVozw5M}vGYa0tsW9T!)PM%-5!SiDH(HrL-Jno0o9@? zck%A!MTliw_W9`5WvWIm^Y*up3e;Ky@jDoY$x=W5nQpPb0Fdh@nW*L?1zKOAZza8) zb;TyD=0AOnjd7N@{`n>ppum)1V%m!mn3%upyzMk--4B5%&FMQ~*(ykrDvXitRIUt< z6!Ha#zTl*t7|h^%rv51%^W_Tlgw8N#0IUw=R*oGz$kOg@q6V$G&bWY9IdHTU)i7#6z0I_`9;T+*o| zK&wv{KK*G6T<9~1jNGm6qlySopqe_XaYfh<+Y6z5UsH> z%qMV931DLlnGSrEMyme!MPvo~xqvlzxs7^C@ZP+Yn~UE+Qi1|xzO@*XGMKLl15Sln zgPlrxL5b~#PL_Q;=UZhhL{YLKH*McCSmA)=p=@-;J= zMpHRgIn1H!`Jeqo#OSp+ve^9y8CQd!jxw2fkhTScc`1d? z?7CA@oh#7p8J6L^T#twb=o4w_9?)mFD|XrInInPUL8b~j2M5PZrspan`ztH#N(lg7 zNqR0S%31Mi9Lr#%Tdj*8)CGW$AbkvGu^jI$r&C~UQw>JtppH@0aQBkk$IqBkw@qecW z>tl{h2lw!PqW>N>%`{#3n(KgEpW(fw(SvGX5o9~qnP0EP@!X5%qwHGTX=@`0`jGgu zDup_MZO98w-a!@;pFC_2CUoX+ZST|lyaRb%Q{rx&`9yDTW9!_U@dlX}a;K>&v#jZ8 zSuzB)I_0PRG2Hr{mZjobU&#H!(3WH+K>IrlgF~h!LSxc7=GdMedi;nq2Zl zkEFN?L#xm>sG6d?&9S7Uq~I?Kq!CMh!l!M8g~oSu0A5}4qzR~o30gshf=#7*gF9A( zRM{G2uWC}MOxAd3E#M#!QFC2ebn^INrWGrA3L5!t*@EZXQCV{z*rEzx6WMs8T^s|q zY6I3Oa_6`A_xBHmiu*0>k@Y`*0GB01CU6oni}lC6jGvgv2<+Z0 zM|b)i%_M0&mMC4r=)BA9;JNXJwMxWTO7Ec`Z|pncAL{5iFlC3vbY+y+jJg{LVwze# zW6gAMHBa&Sr!0w6I+kA=Ct2$Z6?-@zPWl%P_gcT?oJTsbz+;_LCRlVW_0&B)3hQLw zpx0IkA}7p)siWElSSNq@ow!tvzeNaVQGSeb-kQtm0uW~zYHg!-cJ;tCgMyq(LT#2t zaOD1MSdvvZOG%@!Gsa0Iggv@cM)dDQA9|G`{*&tLc7}TWhfT_)58JVhR)H_1rvsd2 zy1SlrFzrND^I7SFFW#d=9)pfoFsN5*)IA0J4Vyxlm-LAlI(FDbM%{IL@eEt@RCRgT+L zj=v^pGTb^{J3SauFrmgFVr#NNH(Szi%YjDWJ+E_lL}b^qXlHap?#DSlK1NM*ST^r4 zcP5fU`3VUbk`Cz<_w$Q3Cn>V}ji5^I7q8S) zER~Bcn*4kJ7HgIHG-Xi}PFhKB=f_7c6YhaPOp+k(K8{3wjingyn!tbaZ*wzXe@G$s z60GxuRDth#agwW=)8^UbI~V|DHF|TnpP$clv^h}|vov6bLTsy=DPlo2CjU8yyQI9# zu%+Qqm|+&+y)oa8W&;BS(n3wXxlh*ErPmzXwyw@z0p5O2Ah3o*LfO^rU$XE3emq0S{q3Bz0LPjo}1t=}&qbqEm%VO2S@a?OY5dG>nBiep67Q+h=!oeN4F8YV(%w#gFz8c5MX+OHJvnWl`%5df* zABxJ9p_J)jhDMWI@g+4*dX$hLLH62MZ{@U6dRwSDGgM)ik(vVYjwovUOY;_~bP(Pe zVpAo3>rsA&#=DXljDSpRT%1<%=*bDp1Wd*Fu@5DoF(jY+*;PTLd&kaq-aL@vN*O$< znRvUMt6UFJR8Df|`mGVtE*UpAgo26irdKq0aV8~buYG@jfJ2FmZeVlT&ZeU?ot^3(?#{Vd@c6NLc zOo|G)$+_|qNaw0|S8wnmUORzJ<~2q%rwam=5@(EEYmg8B4RV_=&tVCr#T5k)#*Qt87kx`jP7&+fd(skAdO?*iZiSV_wV1o46Q=i zLj2a%Km0(JM5Cyrq(mkdgK&O$2ib;~&2BL<{>#qF3jYemGCq!uvoMew1$gR^2P}{| zWGm_QLHPT8q#n+~+ICWCpjS5{ z;Oa2T#lxefu{M$II(};J$Fj>f%7Z^U@N6>B!`qoIbY5%LAAh1Zu-32(kE8Z+b=_NJ zy3$rYiE;E>>`CmxHXPVYqhhZUL3CF|H-R@D{u^!{=#pldd}X@#iYv>T%RAuCCQH z+}E8^MHLNfj)aC2<^OLX%6-C7bTp$5s{-oTMhu4{sw>Wer|w^hY$GN&g?qYIYGxVO*9LR?}!iPKqt)R=m^QnV*(gtIQGyjD)$7(9j6 zf7tp7-X?sMBSM)^S4?OgDd9c(nE#&zs8D*t1>3y8vIo0 zr$Rn1@&ya~*?k93jSc+l)&E*|gPT8;IzaEFA(@{gm?AGq*YwwYSd}oz$C_-Nj+(La zE-ysw#eU1;o9~7Wodn0Sp1XEakLJf7O^%Fq^?Bf31PWe$bNfl~XTbP*;F@pUSyTNh zrP}A%>H>(<%cY-m+a9MBQt#DmG6~*YV<|vurl!&=@VXluXF&#$gbo169+`;WY6%Rc z`~rk3%W?=r<+utLBIV?uUsdOxGYyAx(Aw7mYnjdNSM(|DZOsyl}VwsuPRFjD_XamAtGAG?ard4Jf12)W0D z;RWZU(8JvK?+F+JzF*Ny-n?ggEd9Xh0kZr?kEzt|>x6zfS4+=I+jZ2hl3%@#SU~`D z?aBO9 zlT?`dUxSYOHyH>ic$iM-JG=*vo4WItvRgb(*$|yHoX6oLC-}uOlGr0Ma}}9S8=b?a zdrRU);))gGqgDX_<>ut&v^CQNo>9~|U1gBI zE=C_icIpYtV)0lYQRv_U*95j6g#uS^j~2hGD;JxNzTcMbY%VW4{uj*C%d4)kQO3j~rM!?FxnLBsrZ?utQ)&PF?5?gz`LQl|Av;VB4 z2)&H5eH+ZuJwI6hrP1)VK`6PVp`w(~c971JhM=ybdgATRP17L8k2cpxx?jh0XA6^X zi{Ul*3)lbN?V}^(S{J*4)VNpgM23NQ6D{;I=_+%D?!&q2<296L<8rob^4W}dl^pH_ zv)C+B-(oDT(g4n_vCKJ~G%{kAG5q(m85JUb9r@!+a2OV9{fx&G^ptj)f;bJGew*LP zNy42`u4c&h?z&v&cg4Qg{n34c=zSZtyUH26)Ei{=6lrQBXa2QXX?W@1{{BuP2Lj;^ zOvW3Z)`Q>))l}z)IAsNOx2?;}fWk%|%SZU(J7(CG64T!X7Fzyuh=$j+VcmZwZbj3N zRei?!-2WE;)fI!5T{jjsG>9lZAap^0yRcy&Tss~Mrn{jsyW4L-OY|1`DLHfO)M#uG z=3!t+d+oPqrI=sy3{SHde$;v9P>)c1CuH5f^gjM{MYBU1&potAcgKxAl6xRgG$DrB zYxks#DoaAdyk^MyVZ3kAC|JN2={(6x3e`Bw3*}T94n+=*aA&G<#MFV@&Xr33cm9*R zImVH1S)UkixM83!_`?f$|1jY95qGa2S5Izm_XqQR$2ei13YVbgkQlB*n#T=*nb+wBCW%g)MN z@doKKX_nrIlt@M9SJ--yhS_!D&#HuU2t=|4UD%6W#h$7NsflD%Xwu%vuY|#Je$bQj z?XrO(h%O?EaBuQivd`~{Pohx{Q-7M80?%-lPgyBjtKEKCEd^6>Jz_OlWoW!RUYfPQ z9Hy5(K+bY4QN@WTe<|ZEK=GV)_jcjE)O>i}pEUnyg})6F${!Gy}pnqGbgGAZ>`ga_01XEV#>~V#;^hJ!&fe% zQ2I1JS@^T|Jz{|>T#YU|H@8Fbg6VR9d8p5#a%V_k_6IP$P+0MZ3bJ*sIFT z)koVeetTJ{IH@UR&B-YCd>Uy$saVHctJ1aQ@sBWOBs2~7jWK*k1$KYLi+O&%u(C&O z&gNb!f#%(5Qa@#iD!7XR!@FbDGxomS@(Hke+zBPZgl!Y5<@%c=A5$!QC-_e378fV@ zaM17$5m-_}iKyLFv?}*e6FWgLP-kN360^Ff+r%_lj^NjGE}sq;uun7a)VUg?4Je*7 zzqp;&($sRbKVBI<|5|aiiY4AIcl_I)asK1nF~x`WPe(A+Dh5vB2XAjfGOF_kZ$OfO zN2zY~6RYb_#n(L*>e%~`QXE?ubq~nO5(6)@CL5N*5Lfk^K3EV@e+fAub6a5M-qk31vA71tiv3(Yt|_tG~26U}G3C60xur%j`#$fcRXcMENNw zRfGxD-pL-Gi>7F<{75j0C;$#WcvK{1z!XDx@3n$am3jWcLr0aiO^X*Y0?a+G`2`!tJ z>M_z%{*ZC2NKuhXRDjEd`d+FKn?=U;b8_DA>kK%HR$+DRNO~5TZf9f6s2?u|*0v>N^oz8`Ln#wDlS;}FaJH*-NCknR}`Yd_b z)AC%x+j|{{)+&n)OWNxUePG2^&ykm8Czg4GB;<3g1Efy=p_`hcot@tqu-pNHbZ2m( zmp8e41gv?_pf8%D=eNPxQl~-6=NkT(l9>9kwz|pxXmi@5QG!0^`PuoN?-3JWD}dTW zYXAE*e9(f-JqCVdX}krW^*)cR?gQ0=!q3IUMYY1c-DO}7$%M72G%T}3!eB6KA$nx_ ziQfa_TYx6Ky-VB}coo3dDW?u`J@a(nO{wfy%(cjkp~~T$n3|z8R7ufEv52-16f#a^ zqoazDGgn=P5A-FNr{F_k?#pseXYd;}`|a{xjs@=QE}KBZW>2uS4$}<>3!SON5U`Fu zDQ-D0b|^bL3*081J>KpBk$b)Y2}@?$#Kvv>?OKGQUItM&Kh`IY(ks0Xb=vSK<|JSE zqPKfvpKz0L=ua?b=v@vivae6A>=EiKa_Ud-Ve9Fq{wZN4_;mFagTC@+Xj&WU7Jp=6 ze%5;5@>e1yM0GA>9$DV-$#|l^x2|0$nk+ISx0>qO9TUa2FCxVF_O&QyO14_#mC6$g zCdI|>z&Qy1@dsZ#lEF4c1V^7BB4S)$*-ed>lO>rV-~))eAd8aIgO4G@82U`DNVr3_ z62+_JUh;SuA4B7qQF&Waw^FEOa}pZ_Qd&dDd}RrddjDG-7jBVD4`Fmwwq_As)nH-$ zQf#TD4m`U*5w_i0((b?fk8Ll`U~{U{N;xucp$hK5L{*Bl;8`x^>oPF7tGi zkFt8$I^ndLw@xvE_?A*P;jLjVuxuwXuxD4!X8r_wEp7p749x1r_^sAAHm4hh_sEL0X<)Q) zB@I0HXaOXMG7Q~9g432YMK8ZI?|(@n%Vj<{GQ9)83CoRmrPxDE&eEM@IgR<6{H~LW zP``M9Sr;D~FBPn*CMX-V9NDdvC4#X6M1IP{O}niUgP_L<>wJk-;RVr&8S9_r{1|Nt z+@rl~*H!{rX6>t64lmDiSJ4|cOgEgonj0G@?P@Yyk(DQYm-Aziey9KF+Ugws{d3_N z78?Ka$EsQvSUGcnnK;vQz57ugFondxXSL+&8=EA4Ky5S;HNeMa2$ZHi=biXzhgZrT zE-ql}{H*09W@Mz2x8;0T?0moS6}mccHE-PR_R}bhayBKg4Yd?=bsG1^X--gB)k*(Z z{m;vo{o1F1mjC!PVA2m974wyRoV*6t522Py>1@^u5f5nJ31xs}!T%HrplAA&tAT-m zeCdM9k0Sl(%*>dW82CUusZa_w!JJV}np)H{LmfLIdE$5#s>=@e)@QR|JP%gNg-rp0 z&$F5CKd|(^oPPCu^`JpdPuzX-OL|rMeaQEe_`)(Yt0UYuk`kvIg#22a*yCkh{Ce>X zXc?eyxbTbzT2^*%>Fm*R81p$nE<(#|F0)6ud^8%mi&gx(saQG;losjw1=pnEvmExC z3z+(~f~Q?v_QMR_GI)2T*2V1F$}K=4d{k9o zOt&~}dK++GRxA9?Yhi>CF((Llytpxv#WIWcx|?a+a``A> z*3<>Yk|@E7c~s`B_b`*RVe;fRDZ>OjjQww(*p~=04(-A5|I*tzH1j-MqF%_dfY5|n zc9WvD0yL=_b`JKe9pI8(m`E5SGi}$k|4{3HgVhXe9_cQag1z(6p{W{&wz9GHC)Afv z8)HHp(BN=0kJr^F5c^G+$4%v%1_PI~hpFdJ89TOD&GK*~u67 zkGfiR4iDi_2vigs<~pJML`k!$o1ir@XKXe5LCg7S+|_}fKtpxy4b4<*swZiqr=P}3 zZ(ea+jR)#1$>mp7mj3F4gI$X=Hq$7h(3-xBpV?w{7)Bb@5lvxPy-!S=K|O=BfplFn z&FBQ8vF0sbeLhpw+*^9KD|=zogakl4l2m~UCR&f&E+odAKtCqFQ>V$`-(}W7gdufo zZBLmiI02%fPV+v5`(@Dw1><~X%3bbk6%OSh%|=xoihlVJsH$=iAF^sF`Xq;2Su$Qu z2ej$XT$rg&`r~|51!^~=YBCAshUhOC=^I*h6M%_J8t|mZWrYw8BmxmEHJfH^Bvp5( z`8DYml)+y{ZH~^G0HM9=aXne(78bf*Vt{_`{`p$a(9;^64nB|iCqqIrle|geq;-vM z^VZ8*irh#zRX$A?K0Z^z*V<#^FDKO#gZKOzk*$eX-Pmp= z2KpctO}Y1xSxLdJ?bx@7{N&z*ykF63jT=aNA$qj@!)>B>n__tOMQ14Sv!law=fw-p z+2}=41DRA(Bc|z=s~|zJhKvgx=x$Pp<8?`WA$=k*PmPUm3zx-22KRv(afj~vWR|+8L{&1AJqA7UeXeCEw|f3R`aFq3{eF`F4o=@Q zz0C(f9|ZV>HfJ=@#q0R+T5uCw%`@vFV?~xQNY1EKkCGsV) zuI6^>%leUgHfB02jGOrA;E`Yonv(gx>Z|T^g$A!|`Dh@5i=7g&VZS=(=%IP6XWs_8UDAI(O!8 zH}Q6R=sS)Xyo1zXd+^5hSNmlD#6-*KOgK#)gIE-z|FGslMd>;E^~6Do~W!Z{em2U%hKy^!RSLG&Jlz z6Emx*mFEOXfp6G-n7W`g4F5Q(y^nb_^DvGTt!3>r?z>DSO;o(tx^$H9E z1oDgwj>7+XWVO_9X%?En+WL9Wb z-0-*yOFJJMw@Twk?7}B%tTauS2`4eBQ^uZV@!jyR)v>Pfs$}_YDVF9sVot~vMXFW; zgDo~yFciFo&v2C*Y`|2ryg<9#^D>34AK!?S1K*dSS=#;&&Ejf(9-wdGY?6|dx&C@w zmJ*mU;m@*?bW-j&!TolZdWMGPGbd~FX(AN<`(*eGnv&^#_|@O-@8fpUjh?k5tG9R6 z$YwSUqgY@4N3B*(+E)}%%MeQsZXH59!0&+jB{+v9A#KsL0|{&&7QQ?#wkR&Itegh^ z!Eo=>g-%x<^V-Qq_jS#(vA#+__yaH^Y(3%{;p$yTZ8;prON72hCCnw{pI&-8r-CaB+RGDi{i;0Oz5L3aOD6@YSB5I??KC=7{ z^XO^U?)Kl&nHhk>v+3}-Bc6LX(PqF}M6U_~U>_Gt)z~z%vV!TFJ;j*`e2qK?6%ANG zMBJRAv!k5Y5W(BU$mTc7RLYx{#`DSWcNsaK(z^RR|XoydhIC z&SGT*K;ckACQw&)SZan6mw(%}#S9AT`&RY|a_?gJiyc-sXH=J=cWy(k@vVR-MZ@T> ze>Jxt#_K}R*Pg|Kv$YLTO&k=N;mZEAVW0<=J194nR{E6HU3_)2W2_jS-1*y^1P>p$ zBNLxcOih^aq))^48W|8wX$)Jxey#I#m8v8Jk&Mq6($zwkpw0CM8KYcFlc+k#ZY7$X ztSzZ9JdvOirq7~L{;XC!z2)Ba2^5g1K@1s-P1Aj1;z7(?VCw;c(W6}=Pn}(G^Yqv= zdA4v}JTeDbEN)YFBWPMT8b9G7fg{wfUMMArppj_VSd0AFA1{UL>Xz82(BsmHxMk`$UOXe_!T7SgQ_mVn|X6neFCsa80 zcY)&T4|882Qeto!a)^8boksWFgL@$J>(M=y>0mx!B9^BqNE`fH%6}HGQKD2UvyDPg z-}Qf5^vV!{8n&_TsP`x&2tuJs%GDV?#qQ_syVP?>$&jy}1yGaZ4Jz^Rv>V>SAO#-~ zOP5Upd;ySVAm!#a4yRc=29^NM)VB*2ZJQKR09cyAzhG&LE=;u6NdeWnxlX~j09m`| zgXY|%bX7|^_5UW2ka)Htpi|W89uZQay`J9y#B92g!23HSpe4}D?Gt;CotU7!qrJVO zojto!j@!xZXpiyWlRg*z^o!FW+Q4nct2XQ*)hb8E4>8#D=iui5;d``6YIHWy_TR_+ z(2z;t7)UWXYr7fnU7LGBesN&|P8Q7FU*q^M&sqa<2#}Jwxy}ftfW^ZNahYz1vc7A9 zV9vVqZrDzwc0$h*ZwW9C-SvUzXZs;HpZ}SjmJk(fC~q9wvR7f>+i`=zC2#t*3`G*O z0-`r2>11KFC(XEI%=+cPlfGTY%N0kpSBBMkPtm_?TP`yDc0RdOftU?|t6XJz&eH8a zBM36XQBy8v=ssGn|LBU<5gPmJvEKDzzfXt`^(Wc!Nx8@ejK!_@W43qj!ThrF-DXkW z?isCf4&RpVU6PxprWiJfmpKN#vFxVe-|G;z#0kYGF*`)L?)h*3D)c&nZgp7)k)m18 z`V=*_WUaR5n8ne-x0_d(fy43Pf0B1-Bkl@h<)=CSjd<^Dg%+e5WJ&n*QIB6^F8!o) zG&P!WU-KXX%@5ngtZ;sGTEBcRSWtRLQ-BVsqg`FMX7b(Oqge^RkYI(T6OX86B!;y< zHeq(wCGA+__Pbk}3MIU}rbzzB%thqGKxVR{!;+U*{{TYqf*-oi%j+xN*oZ;}Gw;H^ zlW!Cj%{mZ$?SRmkt`C*CYwf*tRW<7n^Ayf&E&l50@1vdiv9(?yLT242PVtDuZ#AYx zBlVM!-a>%*L1abtdSc|ko(hMVR$y~j)hQ}>D6R5IRi(eJQRp)x-D?)wTSloYp?@NL zVmGNp<%}S*T}bm^nb}$PH%<#JK~W1JfMoAAU(v`$D}xm7R{A!aG7Dw%&{wxkJoC1xfloAS_BJ{hr(!@=9)U7{dYc`goO-o9bZgY$Qv%*Wlt`bU1DH}4AA)lLeLB6L@i2@V(- z5cn*7XN=c#JpoKKD~E}h_OkQa8K4#QS!4#&&~Kd_WP(bgd0S^f@P~)AM>a4ee2F{K z>Ps@p>UE|$3<8AM*Pcy4?X8G^uuH=%7dg{a3m{VG26+AA(RWDo#vEV;*soah8QZ&O z1`UfI&v@Mi4w4X0rfQ+vSrltw!8ZY)D;&CR==cDi4O|3*ogFe6C`p_d4Gj&mGP9Lg zNJ0XriJf!jy$uucV&tdnL?$*4$Hzg$Sahe1?VFT*_Y}9gx@er=^ATlt@o8Qr$&H&N zHy=C~g~K2BX@Etg$ME{$uuxNm8uj#Me-rSj(z3K{-r~Kd)H0H(wz5PpXkGhELYM`t?#Y=Xa36U%#;dG$kj^kF8~i^D za5J@Ud3ANQajRLJ?p4z0*;y?wZ)WrrW*m@8MI@1q# zmd~1p*vW`6kRG2<{@7AB3G%k;p#u(cGTc{pDn?7;VI+%gkWXHZs8r0FQJ{yy{O>{L zJDKj?Mvm~^23Bdaye;|EPds(#^T!9nT)rlHg|KL-K>EOah`|N@r}TqOx%CK?9@E3*x2LR_*G5kB}ZM z@gL3Qw$-b)uZCxR^^8hu6|h%x4CXoO*#;7J!g=Bp*e@@7=%AC^O+(xN0?#WYqgh+V zwhn#znJHsXCAelYV{QNXPw4WG2OWL~ABc6t^j@$>w~AI`va${MFi|<*HF;ChIO_1% zZ4v4;ADQAanM{8j5up$Ko)7G)C_CCazX+qhW)X{}+wjeq-QWgpg74H*%&AG5)SmQf zd=LK$R%>HhFgy>Iw{HJdjEF8`Z75g4IsvFaL5jet+nQ1wiwh=Kv=sGNho^{E;pQ{d z`=!Na7S_rOy>ed(g4nX$5UL5G5Ub@UYEg~QWO)JV=#zUt++BJZDT0|J zW$M?s_*qiGJo-bV1~F1F`>gV0%Ia?D`)c+mFfjlrqBPQ)0|p-lO`5l!zPO8INaMi$$S;u^6E6tz(GpVs2#g+NU5|a&*1Op_fN_3 z>hRLaZ3xN0INfITd*hHkMqd4`nOP5;qm-M6&+hK=>(yS<-Scz1z^fFT4g5i;`ddwJ zM6&1RKUZvA9EhU#_5+9I>}cywl_+H{maKOw~k)$vduR|k3yZk=QMKR+uR`LK01?Z7(_J!JK>o^Oui zGlROIW-lmHY5^u6pJhzI$}#^J)EC|w_YmW&o?Rn4wT)vAwV*xQl&IT!O(+Etm_)=d z6Mgfm`0T5-maDBxGfP|F=h;^~;LjTlj+Yy=mm7zNn6@?(^(3Z%+scxZ9;2KkmU z9UMR9LI9y8NUKzX^-GfxFcZ6m)1;DhaiFV7VwN-nx#|j&WR}7iR!>Z(e(n8WoqmQ^ zM$moFR~PytLn6c1m03-m<|=Yr~%)kOO5vEpG zjtwTzwzqwH|C{f&9l}YlkzR?SoDyWxPU$&hA=j2!0r2h$v>K zE~Sr3vi)joWl!BLz#GL%5jKVl?wkLs01W1DZf>}~*Kn~cUS>6+>RuWmU?#`M|FMC@ zK4|pGlifOgbvbg?4%MT9eQ2dKP15X${;F};+KAW$dYV;E-g?rkwUWHgR_{R>L93I( zl@DEXW`yBGncp==F3LAfWA~=$*S#McXrn5)i=)DmWXRArAjes$`1;CHjbv1kbF33} zz?_15Xrwxgy@Q>bc&5Q0`{U?l5~fbd&| z+<7Ol%wY{RgjZ&Kslyx9ucj*2`PDVp;dl3r0}3bYf#AcVc=NWa+LA#yviZ84jv|Xv zcf+V%^@P2~&zSb_B$8xGWHy-k>KarM$0OSIBMC0x?n&?5ag*?;?vL;UCo~Av)K zU2m)82GK}+C-DC=vUT1jb1cU&_#SP|K0zQ-@+%L|&w8X}v{E5-Uve88`(?zk~Gsl{AbmzP0*#qo}eN9bGLNEW*k>y*TF7=Fnwmh}( zXvPaU9o&2Wp+^Im4 zGmwGEN~(3-3cNa-JsXM(_`Tr~T>+PnX!JkBir-|anRq&|*TGqVy(ax7S+f^vt3M6@ z+2BrT{Pg$R+jwp+MeUa|S+?W;gx^I`Tsk+bbkr@%V#A+&=_PkkhH_vv?WcW~A;xyg zw-dxvM$|=L+KEh2uG!MoP0b(|7sx{FHf@g=4wT}K&@hPW>rw zO^%E!G_LyzP@T(ZE(oCk*I_$tBa*kD7w=4S&|r^8x`tC#u6-qR7cGrYD&cxdMuydu znj5254dr$s?$V2~y>9pV72nvvFGs6uEf)*xTbH;2$I9R-TLmvP{!NQ;%!3(5k-+7% z%lli+?S2MJnz;kCH5qT}oI09rd z0zJ7#cpnsNA^6_CFKOv{iR;p$^kpHW^;+5RW2HM2{jl0$sH;x;t(T5XAMJvLMIssW zouaChZPQtu+7?CGJ9%6vaPl9s-lpVRr@YQqRsQg|#2i~PA%J~<7PS&yjT4K6mrXl# z#eg`ZZdbHBbtqB?^XZXn&`m6CSDh?`k4%QE^RDb5{dxvoDS`)oZs^D_mN=ek*W6iUYAFsKVT~ZTE-kaoA)vu0cYWrbp-N5 zY2+??^Co@Fe1 zf`7<+j~$;iY{UPVz0bUOv_jW^fBqR&v)|0B8zyxzac`s_-48fUS?7OBHzlgb!lj6n zjcSF;#&R2q)^IK^BvX$eV;_%Cu?JfB*9OTU9@k#wHw&3sm0e4IraP!Og1dX&%)nL~ z|2COHl}Abno=;{vK!g!JVsmY$CrTlB5e-4by5^ndcDlc_!wW6&mq$BoJZAEE7)kPSHQAOEdOos z(60o!+{sM#KBM!0g&F0dloD+jBgVo+5#8~ywripmZMTklSLGI-wSqeflu*+W z{zw%?>6M?v^%a_llE~_Ntpc(UR+`bY{v6Yf_r=yTUf80`qXZv>0j?&pz4}%`rAWU( zgw%H%SvN8vGnw#EyS1ZJX((qtevhu6kVq=aQvFY1MhJga{%XUuX(q~VF)Gx2^z<-% z0^2Q_?$%VSyYB`lxjSP%1@(d+9}BB!X4&^jC|K<40mlZ1!(lKO%WQvOd}9rtLN4a! z=1K<+ZXB>mM&?+hv4NcLN&BstI+if_N|)P;Y-0wJgOoG^ctRdsbfu=6>xiWHgB#D< z^YU-p<+s@_uKY?i@8h|z!~Zo(M_W_#$jpq4Q1w3>Zo}NsIl$Xz?*uTgU1*E-F3C%! z+*`g`N4tN`bH{O+}v7oP|hJ6RXplH9OkXt5kXj=8+)F!zrZa{#z$yPETuf@it%e zc!n^0o&Hk_w{@*m^BUezNqWup1d+CY$NlL~?1?=k|u|>&Djax(63;4|!s(^Em}Yd&#?bT6@IGr7@5DDASG(Spmde{q>%}(t)Q|Ns)9Q z-fH_vRHaV}#lLhx{*BJHuUukU>$=}<;cv{yQs``<+ERvkJ%9)Lr5#%spuEP@#SYzhZKd|gs^JU==HU?txkPe@%k3Zcz7-FIqU|GnGAol=fnkNASzGd<|u% zkL-8w`kYM_+#vLW4+=#*-hCvjNha^lZuaGEzPmj`JWn5I6nzW{OW&J@0<-&9-00?0oasUpXPC4Qp~nKw*JJ)5J67YEaopq z8>ajymn&byESCbJEns@%!(Bam$tV`aQpZm$XVQ(9We+WjA$V~+mkeT+=BhU4&1wD8 zneh6t1)2SO?XY+adOUck6JV~((9A((|7&$MP4h7sAs5>V-&y;Ap_!b-pXFuh*do6OgyPA1VzcZfg57ZkLtygOz76tiH|_uU0#G zalQvO+vO89IN+VC zx(SQG%QlNY{EMGi7!a-`?G&l+cmeF|;hyr?Kj7{m{8d>=`Lr^v1Ye{vFpR*Ux->TDe%0#B}#vM9N{q^+inCGJm?i&L2h5vDkBQ;-E zJD^{jgikF-d4BNxC{J)>U)B=rv*?8adWh3Si-owTl@Rj&9@Lc#C$lk7nZV0F>L%n%X;D@c-ClKc2lsm{OA@Qqa|J8|KISFQ1bslT0f{9DF0N*}T=A}I*66pV(& zl$|#Tq@XsYQ5g%hgjEOxccL}5EQ%92M^Jy%BkFOX(i zAU&}cR>uj+e;tCOmnAYAl+{adjvF)J56@t6;;HWn`;G}U`9GSjJ01%E|NF=|5=Y{U z${A(nWK(h>&WKCKk(s?$HsMGd8HbXQ&LwmdjwCCbWbcryI5SxxMg`qwbM= zzu&LdbDHy9;d11k5(_f6=O`Y?rrn}3}|M1z|J*-r;2{PNb z>#lhxJLVz%Fc&Q&gdYlhf73^RzfA)#wfH3RSUE;3VDzp8CilO$EG1~_D6hFz*0~j0 zo_UE1d&WSrrxpl1-Sr?fwpFSH^&$Xe_jC8qmmlGr-T7(a&6L;Gc=Tuv+k9t2_%$t2 z4;Y#|?K>I>)pZ@Z#ccp5oJ? zay_6u?v^|VdhqW>TL};Lb&pa{1+*N9$)@%d+_I}~XfSB5Hmk6PS2i^8Ri8{Btxw|} zm3fmD6ck_%fWaRc2bRhEb^0{6*9(YAMU$%>d@GB|4Sm;-f#^70ElJ@IC7G{k8NlGN z+Cq&H)RX}gjyZS0$dQh(h0^pI-e!Bkn$z>@KgDN;ImwIb$CI}A%0^VKUk5(&&g6!M z0T=KI97xx$MQBN7h$aTr)=sYf?(FRR-TT``?gPv^;6onpKGax}o-2BX=I@O=7jSs@ zDDSm97aT;s2aTLw)zq5~Q_9CK`_zfxZKsI%F9h4jPU9a#9^z-uz5AQa$FI4pY z9=_k(8pAay<#LlmMXy~K@pzULA~aJoTk5fcRVw>BebxvqOX+tk@v2(4Gqcveu4Gb z+|dyA(}Yy3|7ajy>j_17?q&`sTi;Zt*U+J{O{_$@Q|jayc>FFG2}jB}Q(oU4FfFFd zZIf@oc)ekGYX|cUu#Elt!w=RW<$l8z81?G)VeTLDqyxpVG?-&%}C%P_DgvyYDYu90CZWdeUD0{0EZ zic=b^%l~Fc9GpzA8{}^?|1@F*0iJWcg66Z(A~VO%gXPZf>)svLAJV`5{193x1ujJ+)5Q?J7LNaQHT9Sk@r%r4J;;8s=am zlc7rF>IKPE7*{W);cbi@1{9Vdw9=HFmAPNlsM67T-RSABoZ)|{6@dFsCcsd}>5cqn zrK?NL4-2hR-*r!r=W^bmR!d8(5u>oTfZe|zbJ})^hX3X%R-9O#2vLsaRq~~{&q^sV z0xYdEkeKD*kNN+NVV>IkIQ(0`(Gc_?G)FRfQgyQJ-m5}yP5?>+olU@9G4~$(cTfAM z3Bi6_;$8|~-#?Dy_%xtxzTL3rJ+Ht>>L2;wf%W~6`YEr#iG(#ET~j~kd;**~)AMQ? zTyz>BT_7{8;ezjj$#uhu$p(I#>mh%3e*6HUJ{2mk?_g&DAs>=|*%dk3MAPp^rrTP+ z|A+KMJ>S3?u-fintDPCeoqk}VfX+QqKZ4T)sGPqYTKWdGL@-Z-?xgUeCH9h35NO7x zex#y|vT)EbcTl!bq5^E-UqA!@g$w;vKSKPXPJUA;+7?+)E~@tqg4=atdO}@E&0Lb} z*!rYc{lJwl{`LD;6U;5UgoNpX(OSmXNPfk}Hs{=`;wSmQ&BVsa%5dBx*F(f>Spy^x z(DG#f+n)^vg<(grdF$&v>!3RzR=}lpvTA%M=}Ke5JmqksX#?pHdfU)G*pHBUU5M@H@h1Na;<6<7>VV)#;OJtUqhYbnKc5w6b{_?FNqZp z@V@|8a<)G+O$;1N&8V(hL0Dg8%3$fu?Ef-Cak-9Rb0I5G5EPnzOsgp^v8+b?auYX! z{O*AgKgZ>#SGDQBkvEC{oJG5sv3ro8FlXF>olk^O5C5&VpZk}X`^#y=U=4U@_hD-vgO^0y$E+wVEm{Z>bYo%;N9HazoS+?e=86c7SK?Q zB}Tg&+cPiwU$VQq>k)_}y|V5!X{Y{1bgG|RbX9FN8)?~*rM{n-EmL>T3n>5n;ZGpr zFO@qy1TGa6D^8biQ|lg`dRC-UQby`}Q(?#c z>z7Z|&y9w#-hiT>V7Q?*{z)-eI0J9IxHVk+>SSe)bJt~LnB?=G%VN{P00#9dcW`5h4z7WSMSB?J1C zb#o?aj)AOSOP6;3t{u$DV)5{LZUq3b0>X!{sYe~{Z@MUb8=pD|0@z!o+X9G?>)Xo* z>YIo^%f&BhQync{p2b4p;1bC~iBR5;GP|DLZ?W`lP|h=Cg3DYy0yPGy>XQ@SUgCcD zGU#%Q@$G_X9AqT)Qnx|+P(j~nj}sBij%K}e^BEIqcVc1!?9fdBzy~P`7cPQ_I&aKv zq!Y^oPezbKlQ|~V10^yO+eslx+{l2isidK8r4+TksQF~ezJiTwlVJ)xx7{*PGmKN; zZ|GV`-vyBu0V)yOB*lugpK9UzGP>#N#|4o_B__2&HI{sQy7{|@$8KZ=7)yLB;BTKl zx73*N@5L=h%>Ta@V0Cu_v@y-UPu9Msn|`2%9sU72dE={eegKu$WKAskA!3w*i*NNS zVOBOxFYm7BL+Zjc&(i%3xS&Ubw3yY@z8c!}kwaCzC%^OE9_>-mWzoj7H@s*NxM|}1 zh(j#XTB)5wzoZ?TP-*q`vjW{&w2qDo2~v3Dg-FrshuL?}!%X?^K*`Jp83hAMm>?bcE!{@tt`iPod+n_cJEl^_*lS80i>SjPN)s)Ecp`*`z63 z{cP+SUmBZerJFZfZR%>0N&%7ZP6KLMkYzJHx6hU=pb((&48>fm?lp6_oBD;}x*H1& z*3+;`0peALv-uPkc#?e%G*Q&zwHN6t(^4~=tx=2}E_D=Rl;kE=1Vvlw&`R*x;n*Xl zLcMoqG8H7yUrtzxKH}H@Mzl~*qO&aI`fVKa?26uL47==e8(wn0b*rlLJ(?Ag&fxk! z+0=Ro?RnGPGqJO=3+pZNhwCl#S=pO95}B$g=elwc6bJ(5F14kmH8ET&Z|KYN35x^m zy23!&Zg7V{HaaNb&E?c5-Wt!a@(v}7N=9}hO6rDFO!Q!#)k7vJZ*MGA;XZpYcWwSCmXj92 zz*9nmqEP?2aC`(oZU~$aBIN}h2|J9W;q`us?%0dyQ>4haI$A6$S(lj1<(i3)JSd~b zc{$)#>l&%CSvqxA(%E{(F!04hkvaDNgDu6}rD;(TH6xo6(f!K-TUOnllwo9)*!hnC zlKa&9q$sI_;@l~Y6(kZc4QJQwqSk*c49w0(Z!p5<1t5U&CgN3;ls?Y^m28KzbBHwP z$IxV24p1Sx_4wu;A0PMpUi45P;JiFM)Ij#i&W|=w$YD8Feh&oC^cAerN1wEF+Zbs_ z6w7R!a<&-@v?PrN%U!~UQ(HIoqfd6aignXvwAByS{7Jx$cHC3@J@oHU2zdfhJlnZb zJ>_LNe4!`)Uu*~v4R3s_ivaNgz|u26?_l4*JYJ$xRe2HS@JaNIY3UW4M*iEN>*p}q zhGe2xt3pcV8r)htI$GNQy7y5urGv1%IJ&rKdO30adF}N6YSZ6UQC-T=@@QtSc70%I zs6w8hq5|eyB|44ILA!N;LWv&@?O*rws#eWorT%jYfr#C*dlh4IO1}5@R(e^{e?ak% z0&nuIR#1U6g2~(t<>(l}B-?)b{>^IIg_SY(__%>gj$c=S@V$B0q5~Jgmzd~Hz{aZX zfdcILTo)nYXOzbB?>t3FON}QVZm|mD@P?c<=mOMET9;qv31U+znxb&O<eP?7tg|0;n5=@AJEe9Qrj3QN)DgCg8_+wS?+}k!d0%emUsaYJ3ZxKj>KKSDfIrgzDCqlPT|fpjk5EC znh+vZ267IyDhJ|ArLw=^QLuh8p25~N~XL>gL>Trnv_JWfvBcXWI zee&(}7Z6BP+WCzrv<2 z+!sfcwYCaP?-eTYYrR9SELVa3|9JM|5vVWVJ9Fz><-a&5_px&MmE@tSA@Fk$&idgD zKZe=;r6Vn|xy=p<~OA&MgGqR`Fw~c5a`z?S#M`QvZ2U^%JMjdS`p3FQ?4kcj9 z{)H@%c}%{v4!kvCeyMa_UA>@>I^vdT%YRw7c<7y^dsI}ECkX%(qK>z2J#u$qGcFKNK)2MM73$;llcT=mGT z>An2_NVdGZDZqVozwGy);(qifg*x>yL{Hpt@^^rW)ZH(3oXkLP*s|Q|YQ(IP*Zb$s z2OHMNt&9Rt?>IG8MtLgmtME!bXp0x@s#HqxOLK?`3VLvDTEfgNe`C5nr~*R**8qs4 zD9aQRfw+65QW9Y4RJ6oG*!4DJY^vvENWQZm*)z?D1y7i6;%UKEwc^d?7;bU*%N#h zG5mIrcgLsiA^}4RgNX9NDRi`0^EpP}s7O^j;< zoIbhd$zsQO^(78LcM60;p9=jPlKmc_xG2E3L<#vT827qgD)#?V>)V^Z+hRU#N>mL`gB-LarMuD z8XV$(>gAB~ph#aY3sZtG{r9QLV8VAF{^EhxVfj&>K>#`X{@xd?18eK+OmINsy%bGH z|B0?3gAh^QtgNmD0HH-}w%;ta0;@s!sHi9l1(y)WmsFsB#E>3=V^Xf*hAtf1F1L|B0rlMlGi47> zc~d8T23+r|Tm$8Vu4K&o=38_bGx5l8<{%&O%1Zj`7nMBV3RdpRkn=s|?d-hw;|CU9 zSy#8akbRq#m6dD?CY+gHFQzwIapUB&F|P*SvJp2kw-Iy+-A&Z|yHZ8BWbIRD&&JPg zUFfYc(c!_PUcs&mbg4QzE_-!S~J_ijSjhVE0;Uu}#%+e8YC%F_s zeaWXzokgOD(T@8{T{y%GE#~!0?`cneSuzu6Im#qGc=vA3?1E&`d$}SAer7C)YNm-J z4#dkkP1X!zbXwRuzS7KRLq92B7Vy+^$#R6S_w5=XHe#Vju3Fg5lzCy_bkHu>78uc0 z33H4$N|MFBGX)8bYCT1G(36r-;&sP83j}Hxu_cp zMgO4XY>JbiJYS(c}LPi>2&w6%}FFK;*eTz>5Ai^OY&vPbMn zY#gGbSk;_y2$v?VhgapEiWXwgnoO7Q(bB8IYP@XPy6NUwT0mh6h2L-9{ty1N@H4Xl1%8l*T&EEZgVzSQZs83dk1{t0A)nKf=yObA` z^(TwRQGbe~CZ?yk>ze6KeQBtxW6Ii{AK3pGqyd?lm~iv<`qTKl&9}~~+_Wqb>eCB2 zyWXE(M6}<%Vry?XH?npEdprB zDt1=DzybRi`1Qa5e+t$)-|^(ihp9gGLw=5<-;0Z#ow}ekggmC2*9!tcE@gl$!#UHk zsRH@(H`fRW z?!u~ZC1qu%*4L(G;38TMpws&5xA1KE%f7WhvUU=)c>+JYdSK%9NGa@U>}T38;n&Sb z`4@S5!jFBmZ!oaK9emP-v7qmc5|6;8_Q2#(*)iff+*&Py!?u0z9t!Zh#7Ua}@zFyz zK=#*HedORalU#C1V&B_m&mrQCP@-hfyXlezMrs|fm{bMcojRbY%vDZ_t)q`U98709 z2dhL-YS!hFBBqPE%-DNnTb}tyb-?b+De?RDLa0_MhWX5|cL*}wN*%D+x&}uJoZrVE z3azH~GM_DfUZoc}S#fTI5$NMju9(B-Mb1w^W1+OSbzUzbD7n7+FwEN_rcXHkUxakv zdxF;R7pLwB(w(yKEMf4n81<3E&87O9zCLj^kYTVnE2&>3$OzZ>Y4K>uHlINUIfleQ z>P#FDPPoByD-Yv7waCj?R2|-UvNrcitF!Xqy8b(juS=OpKNJgT%XnJ1{t7-d!o22i zz&-16%@>~ze8nl2<{AT`Smc}I`0l?|K#Pg^mvBDqJDaHFc;kv*I+l}lu+&66PPZtN z)&>Y7+h`NvocQS_8KBYY|4rbc;*68{94dty)ZA`zb+ezL;k?=9uG5-@WOtd|0Ck8*4GZoCB{ZabI5Jc3$|I;bjmAz5nYihJ?^(`o!h1 z_w(Di5TL(GmrI^g(zWjw%0PK~Z+O_$$rkk8nrBBYjTIdK0TDR22RY#ZzL5wvYDQ;~ zMMa-e6_`80*xQhl6m>MB&Ol7xI8^S_Fe@_=KR%+WZv?0SiVdJLnSKQ0sLeSVc=h=A ziEk6A3=?-pi?x|w{c|6!%cdG4ijAK2E9u?od+<)7K?VeTvJpVV0ps=oze9LH!2Rlj z?|V(P5svjk%MU+~sUHu4cAg(~sYvkPD?VQZg8F#?I>-a}h4dc~%KmCKjE^*WFg_lB zof{=$VM-cXG~QoZzS_6P-*M2Ye$)!yRr6|2*%j@kKL=ObcQG>|L(3+M%EbY)yt|C| z`iEpF`j-gH0Uya^EzwHPFtuk8cxHN*CsoinSE7L*DFEKUy_3nPL-nSUWA%om-S8_u zR;oU+AxaiD-gn*Pkq|1&*&w-`qL6seGvOEE`moEm&%(;ru2p%~TUR)=K?dmDaqkAq z-Oq4APU=rUlxOUIfHF0Ckt&zAs*H(nIwe8rs9kzYa9pi3OS2R zxZTvU&Rkm8alHw>ghvquVlE}?4=m9p@Cn1F%k}`pH5d;d^Vh6s;Cuy*C@9RM#l0QkM;7m4d%0MclO2L z*c&?4GiZmG~ZC3{AgN+Fh436SpAOWr^92{MN2CC+d|u63x4-$~|STyB%+~ zz0nD5{A6vd{JFi4-gkD(k;`Uh>sgYJc|-*eFx!^O;|2xnnb)v(rOBh1Mz!l8`lU-% zby6?~PLeT(I5={>(Op7U;L88=-YYBQ=8{RWtHuf7SnR*ey^xQEqdtYF-vz|l|=Z-&78|CWgn`Epl)}xiO;CM5}m|3w2nr_RY zz=4qvO(CX-gf)%gAL}Fy6v-9!l2VIUnr>jYpWXyS|Yv9FfnQZ|x zCLT|G@#8(1S=a*f7wau&XDZvp$iF}9H-2tx*aXzaRnZeNQSCMB zP6TB(>Xr$}Zw6-3+$!hW1^@8!WT&f-GiF_sE+n^#g2=4jd8(_ctFg1TvibZM&#MRj zqH*BgZ~58V+cNtf<^9;IL2(A#_5BCMRp<6KNY-GXfLMsr$F}%*dY*X|J0s|OzIe)u zR8gTGx+9u6m$ZGFI08l<>b5oko(wWHGf`UNbxlCwX4pY^XX58yMQ&)gC!IYn3{0`3 z7{+pE#H%7XTqa7SZ;uS(4u@f&(ijJ1Sy`zsF(r#3k$!$0m*0KXs-G%15ic$-2GdT| zpW}<>S(&d&(pUEPVep;VM^WI4s#aSCYM@>4|K~Y5w2NTBHG~DJT>!9WXv5~Hr8isr zshz;GFkf~pJ26qf0+>mRR3!}!xCn2(|M3;?2j2;h6&OxR=fATuZkm4uBxk}vHd@NO zj+lmynwemqKjGc#hv7LpPNuZXE)W@3JS4`_gyFi3PcYYk>k)70*jfBW>uO7tyH}+y zf3DPrz%^fykveCQcF>DwTSf2r#dIegf0NaZu9_mk$fg(vPnLZwH{Z}pS_O&#?gnEb zT0HYhWw*{kNPheI{wfC?lzGLE7O6V(6^rhbB&E)))ES*_Q~=VKcu{07oTBVVmuilC zmo9#*4j*s)B^XY3@WoVzOYjg+%VC9w>M8%Xy*qil5KAYNT#XLNmk>cn7x^=ZU@f(l zE2>T6%AO-~Y}v-m92%9-DLYdksbS0P8A5t{i6V+*($|x&;PT=A zt;R-|^uB#t?J{2Gi>M=4c-5~T=Qy%PGdJhVF9NN4l(a~vkX zW#&UPO;z|g2Nps%DHxsb_l1oZJ;ohu_o9i&zFq0w-u!Ea9Pn`J_v6*Eis=s_Ro`9K zJiLLwQZ!{=&J5*bafz5X|JvGnzp(;uj}t_lUVWT-y{S+~9GQSmgh|Fpb`L92pW60_ z=`-^u&ey61?tmmtuh8fixWBQ%q+6m!JI6zsK=(e z(5$Y&+!ouX!H?%v;#?jg%vYBK=0c^-1%Xf`vdN~zBzkOnZFvYt ze^;4FwiaQhI6zJJc-(w|7UVn1y!?PS~2FoSLYXps03|S9tu)jgBUQ) z4ZF$D^j1$kukkF%%fnO%^krLiXWuRmCnBD*+kOOrACZyPQeoxP--pNS?Tt35dC5-B zSr#}Ql@l%;_i*;&eVz1Is09klLX-heow|lnU7x;!tpaOH5gm-@kj>ZszSe zOc#lmg3uBS1Fh0PgCkvF}TgULQM0WY2dT2}V2@*{l=&Av5n5GAFraMc#JJ8-;C1)TI5dDSG5eL;LzO(tiK|{C4v@rtj2Sg6ZI1Q?#jAvHt8MP zp>Ozh(QEn|wGy#zr6poCA=v({5-dj|^TRU%X)kDNB=uaSiiT0qpIGh+H2lI|E|dYx?;XB!SbWRudqp6 z>VTQN9+c2fv3$?w?@{J0NMr*_dO{j{ZPxcD#8HbHgCgOLKScQ=*g62=)MM{7Y=7ZQ zgTlt)#3u<6B@9z5Ui!u8x!>|hFJBumm;v&f8si_&l#-$8ZXibXRP9PvN`#1z{Y3hP zKybs>*1~<+AKi7p(x3_uqS=cPOTk`cQw#<~P$>CKA5@^sA7UiN0znbm`3?>2*P1i3 zOwlA~+lt4p4Zm3h|4caJ;BRv9<4 zr7tJjVkc5Yeyd7S}QUHS$}_amO)HL5ZGzd zcu#ib3t|$B+oh(rfq577TZ@mBw%4uuVEbLmWtErVhr>O}VRx-(y|Dw43S!F@_FEF_sjrOtI5xt4Ik>2{>; z++!7y5HaFRc_B-9__MSxwlFstP@XFG+BRl5JGupmWof}1X(Jq2czjBP09`Hu$3t_H zKI&LuAO486@QukpAnDKNAntQwSPeKC>pnRiPtY*9h>NrZ@;A(s2w-m%^730$5B76k zp;JnxJT=m8dCXK{(k#<*hCRDHcoRt}sn+%@yr?UR6z!uoX>LDKguB|s5ziUp5V2>R zb7h@ySttkM%=1UTr^dqh1-=~xNykK~?(LVY?vWmzWF|pbICY+$_mfiX<47Y;ZJ!nP ztDjrghMmxz+qE!K7R`$C1a@6c5F6 zieRrkH|~Pnzhh~s!s^ibo*IVjmoxY?B~4ZP6>A$*{3Fa)>5kxKZK0xis&mSG_^M@; zPayRR_mc}e>X4(EV3o;bs}`7Qc`WpUQqxnMcD-3e){!kZUNh}Up@f0e-#7#^5moYW zWCHj`!a@S@)RzOVopo1Ktv6myzE+f^{5jT;E3lcKidZGphBbU2Uj~gYe5?$Ffqg)+ zU5wZ-9Q-p&WxF;cGs63v-W7eov3O?Sf&3DP}xa?E)(Z z;{`I>?yctCM-6{t8QByRCl~wh- z+PHq;N=6@06dUWnnQZ4~ivp40Xk_{N&vJQQ;ERoj$TR-EeLKonnsMf}5p*v|OPKL@qzt-T=qnvrS@QUyWSINPB1``HH<$t96RwDZXspR2k=@0~ zo?u7Vd~HgqFK0a5zb~shh?iBla2rxZ^YJkuAR^)(Dh@#h`FdJkdTUM^!?H0Gql^<1 zYrYRq4Q9M7!o|&q_V+`VK01~NZEH$*robaq9{Tl0JbmUOfehA%N%6Ujb` zicW+QarQ`dB!iFx%PYK0l8j)>t89c%v4oF<2hI8qe6cQbsAg)mRj$qZl)EJ+MJDSH zPCMxH+(i*xSCqM)rkpN$@di$JbIk0DxvWe!-Jz7VZ>+U}l4;kpWBTSqD1Aso`_LYG zaiOf@_k`ek+hLlsg#B~e`1wx9JC)~_>ia`cLteES8R_h$ zWFt&Lel80|i12Tm4cqgQj^oCQ5t}8fof^BYZcdblvU=S8FQp$@9%`H}{U`x9fHHpV zJIjm4M1K_~${F10+a{Y5K!M?fg4}#OiYS^0h^?GU#+;X3nNPv`D=S}%V5>dD8Za7= z=z&5{%Nf1|=okP0)(phX5#Lxzvpph+;$$uX)lnoOgeT6JWF0&Htt$I6paZOPUL8kX zw2GIO?&a%Q{Mq|+dAS6!xU*AjS}|UecS#JnwDjvUTg*ZD&-W?R4^`tV@SUCIY;dWJ zk`#f{O@;!_tciH^(#Yk4qvJn+{ydsKNZB|zjywUURAc5gB?FlGK`X}%zN&WvyeaYP zJqm<3W2=Gn_qyhQe?R)-w+88O4*IY-AXNm^02p0fn0$D!JMr(@ z5q_K@N0yY(O-B*ulnj;fK<>`cfH7x05JM|^eczvK0*y#}DXdTY(w=l=%-X&sM`-Ep z9vy6hs>b8v2vT6vbT-<$De{_bMr)JmPDGS!o&c6IzX{a8?;0DerL*~V{{WhTp>-B0 z4MD;WU;J$QK?q03uJ)-PU*lWth-gsmXL zX8NLdoDwyan%qGEW5=QN;L6&XhkIE=69O!ebGz@k)umqJP&eOp?Cu>Y9r#HZo zEN3t}rZ^}E;1ROq=`UB*AzM~opV|V6r|n?3=*@)p<)_;bCSY3H}7LO9? znv<#d!1?n<_Sp{-FkWqlfJTg{ohEageR@KY?q%!^aXkS;2$AzGvjfYwI@=56H}VKd zs)&vlS?=>9-q+J-maSD8;$p1LE?)gjjO^zMBVYxPV$L`tw`vR4U>~omUp)2P`nUxR z29*rvCA*4JEwYT$uTnfGwaZ&Y<+Y_A=nMD?5sSo!4Z6i0_?ZXBJ~eNdB~>t9Z{!jj z!^AoY%I$L9z!Z)bA;#fp2=A1m|P zm;~Q1s^BMSl3vgsN9-n_=Dfh_>C5}jzv<7pvq&xmajis8To&5yP4WOXRjVVr8LOK1 zrDh$ZR9IIqy4dlze|$TZ`K@xLCK@77YWh z6?v)7RIsK!Gc3;QH7y>R%_7%V`TO|%QvxiS&M=Nu*j%9}0u7&0e}j_x7^W7p4i={* zO8|tj&Jj8~Isl}YLfE`dd#A~cv%JE4Cv?iR?0kG0G=_r~HQ>w7j+~`Um|t33vl3&n zbs}Th>0(_qOH96Ohs*LbZU0u)<k&mhkt7wv+>1Mo$z4W@cSJ43hCNn-#}T?J}F>`&mK1puyHK9!4V78C?f z+5-^qp?}FD>uyFH0BEaRt3i25*deJFEL-bIUVHOR$DJ*+8t#NRC@4-8?g4Zsp&G~; z5ALUfG-Ci@)t9SYNbXvYMM8MJ^&((cqnuZ$oB^NvlfVD`3FXvwcIF1cVq zMsyC{JbP+S?rc$dR?Al(`GQo^(}_~aNs}YKxk+9@3eUj@sTh$;ifx*m9RL?k$kDzp z*%TCs$_SsowRvA9?%4(i;~w*E9=_5gOFF}HWS&K?sbToKc3;-=dj$P_mVdw7B|Ha` z{SyoPW`gG=)}F9Cwq-6u!TW!C3Z?D8M>z8mz?!1;l&i!2Z>Mgu)i#gYc58EQ>$n&v z!m*;-l&4ldEV2$#NMt9x#;^&-HEzo)(MmLC+e!c{D#QYB=znqV8WJf+6%e@1Q(QjZ zrkgJ8%W)a)hQ*Ge#Fmv<69i`3MK4osU}8-QSv#l^kIz(?_5=b=)w__nTHDc~XBrT*QLSvYN zjk`Gu?GGORbwun3G1XQG^HgNKG&?bph?R*XE~IeT3#FhRzMFE&>C0RSa4YjKF7@Q)7rL~>iRq$^v1D?*(J*s;Y`$Y4_|3QFr>~rM!%_I|x7_{>Ic@!CXqPsEF2xUKF0|D_ws{txt zl=>G&1AKSz#fbTaz4%sk%6sdIkri@w$CcIOcxoLWYi095Qp|^+NwM6zxnPH0+zug` zHiZV7xgL)`_Xfov1xG(FH|-zvxs(6=%iLq5x|9FS;1B9S?0{mq^&L#qd_xceQ1Z)? zMoU4tNYW#l8=lm||Bw(h3D3z3EDSir=RT16u@M613E)k*T|7i0kz`oJh#O5Oe={Y_ zuAdx%<>fCMpmi_eQLO_BmRX#FkN-jXBK74GTSowrRLa+nJW`C>t|~Z|%zp%YP%;w% zyAy_WRzDxqb5ETn1%g}Ov0gv+y`&48($+OLuU(1+N3kOhJU6I>{ zhOE~7YLj838+)EzBbdn=skj$d{rLIuaQktV8^hKWwF6$BHLAz636e842Wt95a?AwZ z>wsdRQg6QPFhZYUys7>RP*31HFUDOqnIjx^*Cj0BZVTw9_}XEvx&C}YUV%MR&LeGH-J3O(3E%@J!~uqNvj)%z`Y;| z;Zm`pa82EkfDcLv9>yt5i`{cs^L2l7`{soQP*lNeU5(IM$2QT}xDMn&(h!@O}OdP41A9`G7Qk$%aZ=~VE=5{LO8Po$8HRiWR~nOTW(5AFr>H`(1GH=KF^aJfjZ(L`ck3s9CscrXspzJ_cLR z`3bfUq_-2AsDfBG5(0s|KYPDh;-`l~=T;G>^kqBrP0MG29n1Sxza(OBw|9Lic&YV0 zc2n@G5U1uCk3!C!7<|!JpG2N_Ydu-$M5A2cv~EAR*2di2=6pxPb`nszo?qLDT^FEs zi-K5}YaN@TW0qJ1v~(xJrraubMdGY&nGG8S##c4N|8X!{02H}0*<9I@XL-woOhCs% z#k0F&TV{&Fw#J>C^80RndF^N+6YW1wIpf30P|gg~vGtU>gyotx%Xu~5*%p}lpp2Ak zmm6(0wxtszATuG;d)(YtsV~m7#a-1Y2RU+T_^%^NlYRH-_VvGq$)l9K$slX~k6*{X zYv+4U)?B31&D}XX7Jdx2g6#&XMHZ0s0Bx_6Ma|xh1rc2rwU>{V?WzQ$@{7LuAyimf9h?XwLT> zc!q{Xj!&XeRUgTX*Ljm~Ke4fHh&-;JJ}&1J1a8@?@zq^X0`UbF%7J{KavsGKd|IWv zs;c1{Z!%yFE=GVL_O{A5-k=&)byAhfAre~TDp>^EWqfqVSPtO&jewfE_N(ysjte2z zpZC<%)cpM3(53v(xzqvl$sj>!vgQ~#73MpCEcQHy6n5UP1T_QC^zmqbN&%cjqeOV? zORLlN#@I zOlAx^%kitPK(Xdbk=|20vt2T@y$yQDrOWk{pm{(b+X7A~9*RV*ezLLCNY=*uS2E9fe%%G{{HqzGU=0yVZvvBcoE`p>fjug17|4|#q2jK5k5h08OS3g z!*ENi!G5#yh00kZgL_h6j`ch*S*?Y{%Q9zV_>r9-Tc6YoyuN*T2t@|+nx^nA zN2P*nRQ|v#Ha6;(=Vy{D=P88Q_1>uPw40294)QXk zIq1KLNP?!L#YscL5&OSpZH`B5Ehn~Fw5z+m&u~$F!6Lk8PfzzG5 z=%WP2ysibsjV7k=2F;q8Xw9^K6+*kCMfjbN{F{e&T*1%}DfH#nEt%=XPH>l6_P*!j z@L2@E#AnnASQ@qQ;th?rU>_FGY&>9`4u99QQCB{%bUPn3W?d^8b0cFSyuGhimK%l3kn3P{y5?HvY+RwpAteUdjqkc3BBnv)DfDPyZIIfv^rW-kn z3M56!@3mY>Ze$hx%iiAJv1Q@4lk${**ntv%eqP?X^%RkdJ0#M_XaB&XrmE_6 zD}CF+9LnYXtBXCeK080UK%iD})yORVL;2}qry%EAOqn0WxymBlnemFX45e#f3lNs! z(_vdb9)I>vpo?vxp}0w8u6+Mq)&I z!Qm9mQ$j0Y*Hl$Bv)PdSCqXF@MzrIk-9d>F@OJvx?wR46HYP%v{SvDCb3di}uL`%7 z&c7Mt#iwRB&ba3I^=2DVDjFCZhecx%uZ9J&D*1Vi=BQ7~)GT^gYZMQhp70eal_?1O zZ{?wl7B8%35Rr@p6s~`{Je+kArN zkzjgo5TeAG1|q1Wu%9zbbka1_jC1V6J*jU0N7I={L;3!1{2?^fhLk1B6tYa#sgNu~ zWbBhY+axr$5V8|PVn~c_Y@wO5hwLGQ5Mshd5|J&0Y{~Y!`0f?APiMlZ#%`Hnsp$MIKxHH6FK#k3g)#i|rcQqqRrZKa ze#_QU4-Y!o#qZXRn{G!%T%nP19OTqIqA{_KE^-WFLRImWRe!MX7St121 zH9rRAneFe=sz$-1@mrUOgFk=r^PErXy(BFy`AnJ!KK;Jn)^qIIWa@5n@lu1+)Wyc2 z$X287TURrA`kaNEHFND4%-O>|9%jdqT-c!w`Cr|(!e(!HwQp!O(A>ROXV%pk_7j0Kbza8 zV4Ny7lO&>B8J(?ZY>f7LqRCJjiedsd{*u?*vM} zU4{e?JzM};t?o)>f`bV8WXCfcZ)~@~Mdq7aHlyynzm<8=KlZ-)E0+zsMg`|!JNepS zc&eGisa(}CkY+{QfzL|od#dCfhX~)f(PI8)NN!H1hO)7|>hAP7?kZ>vP2 zt~QxNS%F(G(slmg^hgxCc}@BRW@HKr$y;2+nM?f@Cp{vcbiS~XRZJw>$eu_FW!Ab$ zpF_!Fm3ocRXGJg&AR{%{v!QG?Bfh444LQP3=zC1b|@Cb%Y{}c?+ZWkOg>hs;*;i zrCTo-@)nUn_M9qoC#SBU9z$S|SUUs1@dYIYkW33<6`jPWTkPD9)iecPXC~o#&tY?_Fa#^cn zotpI>n9c5hAsA9lcg@;$58o-Jw;;fY#^^Wo3}z!|HYp@^ZYLcV7bPYm=)G`@@6u_t zL}ud>(hRcNTANla9PorOobIj3e8b-$RJnDe;_Fb~8wH+DB2&Qu{Sd^+1nUPYLGWS= zQaxN>|DH!(!g0&>U?^M!P%OLG3`f(ptfk6Ley7}PByrLCKPmI~FK3*lFO` z3Ox)1h|`rTsi&{4Yy(lmmABLITadI4SH9*Mv85AC#@slf>i(Y#gikxoJJ-i6Ii4ou zC{Un?Id#D|4m&Tz^f#QQAwS~0@~}x4OJKX8o|LdTILQM zAY!o!^Hh9Mbwd8&Spfkg5{0q>PRf@r=eGi{$L3E=OduUn9mP9GfW*lgjk!HudC6u} z+VRne6DJG}4ZJ(hz#6~RP~-j>chhG=Xatom!6pPE;jnxKKS7=gMA-`Wm)~A>d1X18 z;IA9Je1xCXo&9|eCCBCv6m*TP&95;^cF(y;T5kghC9Q{6r? z4c$LeGp2)}gWzf8!lPH$Z!$khL>u)hM`j89x*ob2@U50Pf-6tAP5IAd>-Cn0nJM(7 z{oyn%ZK=kVdDk}?92W_RvYmvRl|BkNBRr?O)HQ{Al9)-)r~a<^1>y1d0N?k zUiy+Hr&KTc`4fB*);;B<%k?g7p<^(wU3n-C{oSpM!UAuzP4Qgw7IT_`&hc|awn9S6V<880;UtT=tZ0oRFybocJQE2syc4Ali{m`XsWN*X7uhLB5p>_qcxH@>@rC_rCoIjm2aW!TCF2t6WW}Yur zlG<}KLaPZud96pQDFMe=6fiziBZE-CxT>Y&ZdM;xf(9y^D*e60o^DG&FSYQ)Adsb0yj0 zw#|mkeMfx2-WNX^cEA+{a_atf>D8^jnbA1z--rLo+-=K&(-BxDfzuhpq57|_zPTod z{s8`v-@oMwHk0>uo~TcY9c+GgUTxkh!)4TGjjs5mvJYn`!xV`xLi+rOOyRy77I zG6BDpSmQOurdK?k&2MHcQ|Su*4XjdSMXpPW{6OE-K@b?=C}&o2ML2U59Ks1l-F=|l zhV1pRi8PYMJ>%Ac^()e=DZ+K7(x+Gw=jjTVD`2icZqg#x`e5$3N|Q$ zu?^Opk$8HZ{@vK}dtrwxywQd9%|JlwIIt}@uQ$5_^U}LUJbzsSf(o#|Lvks6=}Q+i znBjl8l>ajRw~fK>nXY3#E_%^xoNv7kYcj_+*_E?xo%lNUIMKdYv(Bn6Yu0t)>RDD6 zI_R`C6Ot6&of5m+Ytz96UjOEQF4IR)*N=9?_Srw6r*FeSenXhI&GM+>t&5r8RvlNX zqAn*yC!Fs3QVk-VWXY;Hm|9Lt%S-HAp7_Q%?k}o zV!cD$=(?I3YK9iFP8fD9ohtr529A86!o4>O9YwLqwk+7$xS5|konB8I5IfYQy(Z-b z|L#6KR3U(&LR{V;<>Xz<5pWCcqpt3eh7=NJ6y(?njKpNLXeJUkJS@*;+gBh+F5{I` zidX{cZUm0kGPP)kl>!VnA;5PbdQzWeJstp3jdV~~*j{a_dvRzcw%*MpP$l<%wN-tv zRLuGD$}ialfKEQV#KIUq{U>F-mc1R0c5`z}fBzX(YE_z(mGxh$P4TE!yK$*mB-)A3 zF~Yof7^nl~B_-+9#fJX7a=QyNPwm1Ew!rbYxmboL6E^}&M?7jwqK&1}wA-Hz{plMb zVH=t&KsrNlz61S?6(}&E6{Xr(`cz!xcbSCqv()E9+{M^ku*#I}1nU|}Nl7n($GE!2 z#xr`Nvsla8j|vIe?Z#wk&MN45FnoCnvj~g~eVJFI;D)&>r_h?Xx|V-mpcUXKl!8@M zQQ}X~($&?iaRfYNcXxmWYI?Y~-?G1Z^y|O=qd(<`)zoMImL)K&mF>gB(DKO#0xylk z#9oC<1_fgNEpP%TcPb_p*&es6x0K_*Y;SKD+wEC38!h-Kr6*D-6s>}aw{J_r9|txW z$e3OC?K4|C*a-{v8Uz#-UXJ6aJSx7SY-R5d)G4*L9-iB8-Er@FgFJ@d?(zaPPy%=P zN{9JbSy`zR`F@TQ3ArjE{7eW(l5Dgbm|6b(1m2)Mkdrz5S$^n^;+OBKhu?o2@X}f; z#ntrcJPql9u2XC=5%=Bu*8??vtrpq4?4va7ayfol`{~&ZODiOIzoEg>Ry3X*jeGA! zkg3!=2|W)iWY@UL<`5Rv5-?aY>@v?Y54UfZ=^q$qmqA^kz0vFP1JR_~@mlvx)?Wd? z`unou;x<5;<+{Mh(-8Ff&6~UAIUjy8p6}?2h5xoaQ4&8kjJa8)Vkt>^XE0RE)@2xm zxieye=tT6Q)ilF>Oh+UMMqZM=avjGW!||FLyrA$dW|ZM1QD#OD){02Ovh3b*`ZOG; zgNk|XQhX!Ep2)|I^@fB+Eyhyr=zR`gM$jdqVVxo$(PC2=*GIE^!5N>Jp;3?7WX@Q(PuV!> zV2uG67ymiF_W2cA7uBA6>^)8Vc{D6V_-2xDw1+(bs6-}(G4i4noqP{%uIeNe|9ar^ zTH3J2u86_z3Dquzu6Or08iGvjC&_K3`$io6Et@_%Jo7f`!$I;@1_ma$8lR!YNe8zK z2KsKrHfht7Wq00$9jOeHIrHkJ7uYDxNcLCp)-{EX((bd(Th~|L(z@L@H}t!*;T#OD zd6WMlc>lV)1HK<#uKE(|i}MDzIPM~H(;ld*Lr~bD^cI)e(X7buJ{{QxLvZ3#%_(&x zt#F-0D+m5rILO_9zo9%{NwP1|iaDQ9cpSh878glg*3#DT17U+0 z>R2kpRcZSsB6sz~-=6DEc@>`)Yvy|SWO%ptn$AMcjl>98<)Cc>cCN0*T@l`9E%kCK zuzX@YM74lVtM2N8qowzJ|0oTmpD(1tMU!*yO5y?*fp!14b+5zqOI#bM`1>sfH7rh# zwI7%IEp7K@19EV1g-o`=zr#U{*rxC$q#<))79d%3f2mwoRehTLzH%8A-{0SFJ>FeO z#9rY~@ZQaGygjq70E<`x`IC^1zS-GXyZvdNrKMtZxQRqcFd|p_G<*BP_7@yC_*UHl z0(RrCJ*3j`GC7{DJp8Pw?l+7f1cQ;LF%gcsBxuj8bxY*I^&Erkoa-0JV46BLwHmO! z({dCCBf$r9&)K8FV_dd`?GN1=dl`*`=MVGnml_1|GZl0z=p>=^_YQu6 zoH#c_v1_lo!jrap4tWXf%l0TklcN9bStnRbfz=D zdaK%{`s<3H;HbnYNjzE0m>1Yc@+VhsVV)Xt7$z8Y&WJXmba5-N(eR<Od+d9nRPHB2i5DGHSyH_%1ANH+8mzerX`Ro$9FzoO>*J7d)0Y z1Or@4B1o8lIb7da z`Db=Ne6b%9kG)Q!Djm<%7Z#6Co}@=~TieG2vhkXnaeQ zRu1`#O6x6kFRlK<(}DKF?(YpKb_H^&cJJ!M8v?5^)CS7v7&q44>D2I?Xcb35ol zo%+XnrGRb7Ri;QfNT|26y`Ug|%a>M(%75B5^Z3L$+eW{Gk-jB$xEgGAqOlgNR|PnL zl3xHm6L3_C#ga=?e@*W*sJzA-MSet=*FRa0rQVNm3;;{Jl_WR z`Hi^L09OsRDRgt;S*+pi+xfj_U|RieYuR6wW_t|C3sn}9HHAxs3@e)sV{Jaw)-r=vT1(OVO++vDSud8gh z!y7#xD51js_!!Lxv{qpSorz;L!yXSIDDwO3iq~LBc+a~L0wQ~S(Su75^M$MCLQhm% zX*4YwbDxgwKr@!#_6F%mQaaty&_%)qm? z3ONHQB^116hYQ2e{fcBsgnU0Qh<}Pu<6|n-jF7y-7SXc8cRQW?E7=^_aSTutT$fp4 zo*ssHZZfBv4$r59Kw;#qp7ccQlgsEBlMC%`zZ$teXUT`ahfLZLj%?`XKfKx7Z_-T0 z1ejaJPhlJkpKOTLh(T)Vlb#+Mk7dnxD@jQYS`}ZCuw*YO6EihfMM*|zTy#Z|NwKj_ zLgIr?J`LWYI71oZVwM{_w=LZ6!ERHMrUcNu`p5bgN47!nwU-|2J?LXc9Nb^LF$FDg zeoxh}IR(q5_c>1Qb(xuR&*J{ki4^-k=llCyveoj-xvch&d(fZPWWW?yTqNVUV9wtf z2f<$$k+s~?u(1zW>k$UHS^pC0WH{h(8I{(`V8TE~&L~zTc^-}OI8L6v# z>hK@l&3A`B`HWWv51a#v&^(R^;On^?znhPKte@EKS0DQ5UsF~{gi55##TcPplxo0Q@#5W~ zSEH`O5`?w2-3JUfigh>7Z?7ydp0@j;8<`JRLks@j&pz>TKnPq84PG7#*BfF$dv0`Y zfhLFUyT2C(3xHG#o;#^D*J^&mi_s-ek|yNfnQ`)9q& zmSnY(6`sr>`znX4ebJkX{x0KXWoJm0U?FgmOl|P+?B}ECkb88M#2`4-9mS=i1_uWW z$~|nLcWYSS3chtbZ}xQz~4uXi8!} zqzqCcmd7Gl^1N^TK~Gq~0z}TLKPM|hX~M)=)ndZS#O2ip^I38)0%bYrjW7tiHBAZw zwup2`bS(xRQG|`=PC^p$d%XJ<(MBJa`XpROeJ4JhvSddPVfAjwsabKT-p|wRD0XHw zUV=J2J=#p_G|TS(Jyg%0B29)ZlBm@lKU|Fk3Od=|`U1mEi0<7&2e)*&r%$Uj_jK>> zxd=OsS6rYiZPZ5}1MliarIVwd$Wn>25tFr18d5{O2qLFXY(LhSR$5CJOs6|k>*kg3{W)myI|j@4mn zTT43^f)Zdu(zuD1R1uS>$ng7N8`<%F`j5h~pCh@{mk`w;+KyS zBjhP%-Nguf6!`Q4Bsd~lfrxKKK@#ff6nLz;V;N!3mg;A*04DW$$v36MyeH-1x6t{q zDv*4>HAaI?z%lGit>LCY|_};6~M1nh39W;IxU?}`I{ylOAd*A<+I;e(wwEo-C&Tu#AIczri2P_ifLsQa zL<$PvQvmm_=OjR=#A;>o=)-VL#xIGCxSOyiGycBrrDJX?stO=yuMSVpYFCH_q1=eD zgQar2me31q1qTQ72ca!Am!)X1WsKEnUd@bN3!d8rXT0!O7HOW(PumZDU za1n)`kFM@E*VfhDgekTt909s*=84q_U~B0HQwjk6J%5AHr!D(}IhBu^x72{=-wL!T zv^Nk1x#~%`>KCLwv+;phADg4GfzXWZQ0g)Xm1Po;$u@Xm&^#vEqL(+Zn)p1Fk`n;hiU85p{U08i3cXMCvB}kmD-eWOXQsZ6#sHYf{{6 z64ARw9mZ@zYs!Y0=N5m>*#d4f?&%saj*AQ|_( z;AZijk}p7sb5CN$2G+-dOV@m0bZsmVS}+Ziq5UIrKW7`mnP`KU=tS}-r{o%v8a?xi ztPr=I4%zs{0tQA}}3f<=(cjMDtdmOvw-JJ9&o4P}gVnMOn_D;qcOTE(~+~r2$aRP6wSh zUlr;r-quG-N-r`zL$8Dz`;nLg86C~-3P-^2nC7OJzDRW0ydf{Al5=wXGmG0cskOe0 zY8Cihb-y5NC+Zplf`p~wdw2!oyHt-lq-D@p7{hZdn0=Q0v{L^ncgmi6sr#m)LJm6jfCp3f}%6Pg?{d3Wz!P z*4T8_S69(Is$aybtRT>gMqO&{f>yxtnF4-~VG0!C^!Ecj9K`NGpheO=7VM1hwF=HN>p*m0_os(o zZT3ppXo%-DPbyd_XD8%K-FGX|6(0a<(?B&cPOjnY+c%Akdl$og1BBAWmoJ@(z^T%D zqoCsXkAoqUY5!9))fgkIRkl?95?joydH+v}0|{R&OcFkmDU)~UHtt2{ZAMMFw*$HCi#b;vwC9aw;YrUwA@ z?)eSacVQj<-p}kB7@4zAU(yQ6k2%}a=)u&Cy{WhWER!Bd?_myTpz}R#gQ=x|RDPK! z!PH(~obwjh~q^$Kp)>HBaHG`=^zvcp;ZcAh^2=Z=D}-| z$UIN4&hFr-^qdoIa`WV4rh#Ao^8!Q+$Q#g2>4jMFaUNq9hR`fRBH(YJsU#;3Q_#Fl`Hmb$HzyPj$DnOf{e;Z*6V4Pz1D}anmDAJzA{0KS=I{ z=|nHurN>TB2i|Bh6B8~H!9^3boP?S%0?9CY+gr;U{n z*~58+TH1tF5^oyl0b8}8Ab_z<$Y*d=H z%1gYzQZ~oqcJQiC!%&3M0R!HkYH=@=Or<*J2;}~kTAC`ZlVnnC>R2ckg@Y6BzddZ2 zX~4lru{XNB!p-TB-uW03Kvw$8I;;{5vctFp3E4-X4S ziSXu8hErri6x!v=D1Ff>usj9lV`Co~Q zQdWi2#xyt%*xNxbTogKol?jr$B+sTXu=TrMS=3*SgWL4|P6&fNmtoXY!S`1dNMRl8 z5A(k5Ml_K@6fCcDtU_>adu3cFsieGoeq$G$9YSWOxyJ$eS1u#??_&8`)zG(Z-n{tJ z9T}=h%c?X3jHNRV?ausv#;Jg|Y(s)nttEl60E;6Jbb#R*}ESr-woAd>>8+Akm` z&BtH$SY8$)utcFj4Yv&{(5x-i^6&-@OO9-WxmwcYrv#ZVu@9Qo@l%lUkE^&JXg&pmX($HDP@Dz7+xl1 zZOS}hsiaJbFS^x2>-9I6+^5kR1h1ySy1IMWIav}FdJJBrW)~QqMi+<~m{$3x8n^Ol z-NZ0+CfyuDo_X4ZS1W(}Y zgkhe)xnExCEThHJ_6&>dp@Yhn3MJ%#dA;Z~G{v~Wtp*#uQRQ}lrClcWIYZ72IW+-} zb+-?oy=SQXQi`p(d&VhA*cwK7jkm&t=!uLS4d1*fKkM=e%c#Zor^w>Zqes;8)9;PYLNaPblw~dr*dyW$;of^0 zJ(yFa5d5R@zT|Q8QykOf;>(vuF83?WASoc0MRnY*|N76*z!SF4W1DC6VV)D+fkv>= z6F|2O3e{v>9F)-b>E3%U%^2$4hfI+Gj=!aBhtYuz`u54_5eJ{E%3Pw!UFv8x_KpN^ z!P}P*QCQp0i6cus=BehayXWUi0tPW{{sE4r8Vqzke%_*WYA}jrQEF4W`h5j~d%PNA z51I!U+j;pKoUUC-yaQsc-b*Rj_}F#oJ95xQD!?1nw)c%cpIGf{{oB_&`KQQ7n*Y$fwK>N@4s_uP`=E07=R4H^<8VN zfMY&UdN*ga&X$+Jb+f--%SYp?W#eGuecPgGk z^R~6)OFQDuHID9XCFP}MN;PBWHp6}&2EpmOszW9(Fuc@p$#9a%07QJVs@;dGd)MOc zMXXy<U&V#EWsK`;>|T?EEg z8oPTy06rvyU2SafO}m)UP5WxAE0->?6o4pQUES0_JE}N0OL@q_uv1k400x0$|A7>h z2KqvrQk?+w;K#p8lg|IdlS8+=H)vN0CV-!jKast&oX^}jZKx6 z3-fQ0y&z|)JWxKmgmQ@X@a&n9DKi11FmU*?v@(xSX@#qMH8V)5D{!>BO#HM=!iC;y z!BI0MFNwu}Zt0VwTQ8=ftZhd(Q3iGJ*z-IL55T{-p)5^=@1^yq4{`1JDD8=8lu$aX zHBv~1T~Gr;d}2<;?!L|_f^_jNV}I`|525ni>}bLTSr;^A22H?**~pSz7>17dP||cv zEnEi8QWYg%pibdno_FJd!s&e|Q)q95Fhlq~*gMNFv82ycQ$`i|7X%3Hcpy28%t+#* zkAafZ&Wm$~^CE_8-*ZIPM`MrCr`@p zu!(I`J{gi4B~70G88;jf6Ao7!^L}3J(ri~TAloVME&B@v=UR5YeQ$03`Q^(!1p?e4 zQYayR@or^h19@ZLqt=zognorB6xNYo0J(E4d4R{InxA4qLv`NcjaG**kmnQ<^3K59 z`r`Y9*!Y|Qi(HdtJsRKk2~6?{g5$Dm4ocZ7las)#?gg-kaD!tvzF?|Q^Yh9Bk+A50 zlf1Wk&^QWI5dOF18$19mz?L>P?zQ9Uyb1}&p1(ov{mXdQARl;n;raFSX<2#~;qTCS z@Mwg?#|KTrDJj_clBK_`-yf~~M+6~6u=xeX+WTMYo(;_Q&h~gJDEo(c`uqQfuWp#| z$P#9GV{HK(V=nQ56P51bvv-v_B7|ZiP<`+S-U6#qrWXS7S|ACV20oL4!{q_*=9cOv zeVJ#FfPnJA>~B1|4n$xKS|(3KOf|M_Tm$skgc-^#CA7s*v6v(&G5U3U@|u#8m7U!~ zn^E9rrO}YtdZGYaV9Xt_4c18&7I(8uC5A_BgMecOe3hCY1q20ia&rMzPq}kO_;9WL z1S1r&;RmcjJ3OaPkBp88L)woY8w==wOO*ki13(%P;QANhJJHqH5#MYqh(*eD{*;<* z@cp-BlC|rZt(*@40@3J_I&^Jfdv{DR-2Q<>vKN)J)B@>bc}0LDNjPAC0eEDHbotVRpF!!-bezg602QlbkVLpgb_CZB2}KT2ii3#8m6VkgUIYdjlkiKFH`Y?8 z;vDs92^=S0CNrm@uWo{z#;mtUZ>3*jB(v0M)_*@;4wjj@VeQLsz=RGb&L2wn-0 z7?LaG&gPg}DC*LXIw!>)d85;wNRy0cZ!$*30r$q0T&7@c%#H1I8}Br?$bjB~I_7*G zC`lMY`wvwu#v&8JdlC|&kbo?a4R_CxLtl0k>tvqKVpXZSpCs>lJLWn0*m}xeo}AIQ zbIJW~-^mcUR zMbNOZniOF#GBrBSQ1lk8HF=_|FD}lbF;Z44jkW#zP1!TSlW_&0-Js?0@93~~SBAHE zv`a+OTV$GVpB;~2%i3r;%R8v8H-XHPl(-SQ#j~@PxpNfN61=`(_xDHn-p}5Y)?6gI=7pg>3)kK;cYJa;s3ues10$q?>j$$f*5a$H**m^N7C zFT!y#Ff;&w=7!BrVCs`tMB!P3WzI{QkPr#-?$oEPSsRL5y;^asn&wG)py0X~iN4wK zc}uz62$`T=kPGD0qouI@r#bV0i37k0uVTybmenq%G+*)eca^&1h9HAfs@d-_yQ3Gw_&aLRCR`6)t4@Bz!~Z#!1J4thMEzUI;Bf> z3~W{v;7IA9c`BGh@Z!l{{o^YM+!3t56#9X?&{F|i%NKTzZv`H^Ii=uNYL*7yY_Jih zP!~!4F^|>ZUuv!kuvHSj)Yu@og&{8iiVh3(oFt(YlXyodLrx16Zh**I*%@jfTNn58 zd)`dqMPfy;)MHs=^N();9NLj67tJZBzl0S<8=DWIq99`oCjl0TsScNYEjV6bLwmzU zG(Dw`F+*@`kkX|e4E~kfclnP9Jqw!mnXd8qQ}{XKU?#>5%ffW5 z5|23c{22mV52g;Md!Y1lnRQv)t0j>muNoz3o`{!KCApVW~HiUKv3Av@!c_>WL^H5{^D5@!RHq`d8?C;U6WAe}akcw^WUx_u=W9ibIwn%j$ zdU)RM^#GtIZJKsh=i&R3X?FX|&Hu!^sesU&TmDAjR>W~s{m4Hrx?NvC0bK0PixBpq+i(T+kiY&mnl@E=jsZ=zVVr< zu96JSosyZ~KSK17Y(`YzE2THKci-9784_g`!pOt??<(E<|MN!y5XRB0>d`#t7+$+Q z`8So^-;;t#0b!TeYPO!4nHdC040sAOCQAQTBcIL03$j6N0KIB8>{2~= zPYqTe6b|=B3<={e-;TzaxK?-j46W|OQLuSNAU5jb{!lJMKtN#5I}~h9Mo%@3px9b( zz!_p0dU@sbA3O+gaCI#hT`FAma}RM>5U8>0Tlc^7Qwi~9tRreEkm2OG@3b&SgnaX&+o=xc*6omCW8HnrrQyFe^=L)m9B}fj9&S7Y8Jcs-{;%un>nq>Vb0WE8 zvmOj{wp6}h;Pke6=8QDx*?6`n`n9!`^rcJu4eBtC z_SZ&Y$`c{{9qWL@Zq+yuJM#ksm%;mby+tM#(DAoeLlO)8fm7wVypd? z{bQaAdP64qG88P>XXDAMdlP>5m9kH>FzR0@7<@gtVntmH0IR@S_uEYq($q8JoNYQu zLIiOjeHd*Yt!?MnCEVThos$24iT;}i*J6=eub=Ozp6`hc+=&j(-6#9hQL+6tNcn7gXOJO z2{uPppZhxlkZ`NV-kEcL&!w9R^E$fUv=O-%uu(O6t?g7@C4)2p9&8xP+UD2+LGR?| zCEw?zU0l~C)+ZL8X3XsW@$-uB&2y9{yK|7glyE_<$oO;3GcxBAW) zD*oZGuQrok;S316wE6dLA!&1to*e@PY$;v+G_mXUF)%p`7tL0B@PauNNYN{1O9f9uOYuKJ3$qXmDDF{c z+{62;8w0B6P8_H2Y6;%`Jzn0z9IT4CE0?pMd(<^ahY8#M{tZr5LT8J);a$qpIT%L?_Um>+RJ+9 zkg%a_2q$E_0*VG%cuj_JW2_`-uqkxKsv673zLzlLseCm%p+F39>G5QV*l8sX?x-YT zFq7U-BJB4~?r+6s235QGu6BA<)t~*_TqLG?IQVo7_wbs{*$0)vP7iiVOIOf&77{73 z9hjzOQP`b&YoLA&yO_cm2#H1a;Q1vfr6v-$$8Q^R4=-KD;FCa92Effq-28%qKy<*#C6+EN5R_$iJ*Mu|7A0}%4!;%SHTo2Np&hUOhvF)P~x;Mqv1m^sm7{4D!pg+nyW50s*cI;4jhk4ER zp8}DSz1;b^z8kmRJ#zSLD3tu_?m{npw+R2XVE~Q!x~L8zNefH=;NFeu|Gx{BLtS#eAl`c!ZaJo5 zv(H-n@^Q1R`>Az#;t=K>!t6b%ri%2=La|Dd6BigIVjDb9XB%|c zB0;-ir@wPhV@31f!uR%#4OYN;Nl0_d;2~tMxYJOwozZ20Rkiai=)S9~WbFC5_eP~= z`t5(_GVhO!f_HlZvey`l{By|DlsmF85HUQPPE}6=KZqPN|KeA}qdl{7j8pbustL>l zp|oD`1Wv=y9~N2;Y{RZ(%PDDhe$+G;hP53YKB{_c`ORMi;0m^p4weu^O?id4l1dXH zm=s+$=GLB()$}}?1vbl8kf{1+E|hd{ATKV{L8H5D=j+;sgEs=7MsnEMoG-dVlYB)L+kJd{kce zb8b#l^QLL_Mpf0nDfaN`FK4~v3^*`JfhM9-GnkInOrHAy=-Iw2r>Lmtn{`9rq;thu zq)=>IXv@*os9j-fWn*K|>bJ%W;_h0pcD8{woH5hO233tMeKWoS%mlzuCdwsu){u<` zy1`ccg8o5wudBmjJMM5tHQ7#Xe6?!g;B>3DiY@9iHYqicL1*YuZA<5ny}sFjO^1ia zSI15wxYn1xxXCcnN5y&x~X) z84Fw_2p%st=&Gk29FbXHC)=iRg^rmxT|237~i4nK*CQ z;vp<=o#Pvw80qkXTU{RiuLVGBgRvv|*m<_IA3_?Wqv_giBB?I*l=(zekN_SU2-@6M$v73I)y;A zVk{P%zZkDbB<21LDxC{U^oDkr*C@NJW%=j5Z6%Dw(TISLIAW2Ygx=AI@py)l_gD~b zw087(xu3DweTlZ9=XI#k_(!4?iv$OA&Ga=SB-)f$R+ZSE5?w-OpS;U~OFC_5SM*yk zd|B}9z1m|9A#J0?1A9iMo7-vBy$$*$)+VT#Hj|7GJW4UrGrp;$E1~yDhOv%$$^J*X z;E>@(dWBv1}8B} z1!^-XmW$CAeJ+56fWT?$rs2ZQI6XeO*8uGgOW`ipw~dXLFsope>zEjW%R+u`fmbQ$n zd^yKaMpx^;l&ZgjCVuK;9V@WW!ZGzG)(_M&7eKZl7D=4um_`vPJgRG zT?g>DB64xGnOnKPUHJz2Kg|LR!&ui$k#uw`4(-0MwEz-cnMm2;2os-GI}&Pe?HeGI zJ5m$M-7^oNzF)kTh>e~At~TskEhUhxlIk`zNE)!M(r6R=A{jN|R7Po>PVbwloQTuq z#5Yk(FQ0;XXE!Qptz`oeL^>wQ%~DU20nPD`d}gv&1bKwsBjGoHKBzvi?(O9Tn6T4p z25xp)*cVh@_D(HP-ew)YKplhRu&1EL<)|zXZ|we!fnLP&lc}k}oc7R+d2O zp}LSI1(ecT_-#{rtz0%6ata3w5{?CpJ?fz~;EmHmB zk`Ml-R8quC*kHs;e>(y`+rRQ*VJ)=6Jm8#$pEdWq;=jVl&rDCgXC!7DNSl-VzIdbc7|)aEwo)}RUD(*BxY=o zGjo)YNjF5U#&RA1@u# z{O%Sdx@jvSVzEK71?l+5qqcQ(2d;$VkxWH(vq}H zrt?SauZ`~I7wLv;p6Yx~^+0BWTyG-If{4;4Jm$>z@iq|9-TTF_Ag*?d=O&v{WbZ-D zPmv@nAqN+N2+#RQ+et_nn=LcVM~Co=E{XFZ@zK@ZpYdejt7PNjc>}4ml7R;m!p{^%3WRzasjW~rgV0?&WsXKNjp5~rmao+`E%8fLlLfC zb%D?c)IXd+2d$y-HO!kR^D1WlJ;;*xT!kQxg}J#P;_AT58{qpEPf_at3~*DSEq`a{ znx~J2#l+T{5k7R{hd+?!Pydr^KCZudDkeX!An&wX=iUO_=&_Hq5QXaBzQzL?|?fi4h?X=>#fm+%pseII`o zEa;uuvX|d|2Aa_Z#ZQ7=A_*wl#o61dZDK9r~xeN_u;?Ge(7+?ttog+x(t`?OwL(uztB?z>t zu>{8|jTnZu|^;vYjWClg*#Wi%WbM3fCW~p7R zA#l|qQ^q`e2{F%KwXkYwKermn?DKfa;huTETuCt&%Y-+j9EJ*8{W>x%2g$SK@sZ6#BR246%wy~QiL)P$;J5oV!>E}V-sjtyAUImKT{0v&== zg()l|*PinRLNl7m<8Ow!ix8hWPncqSn!Wg-CnPDwtj9^skh%ElXBNXmjbgRT6=sn) z$Yf#%I67`^bJYE}`b+E(&&{}apY`on)|3YM4$e-Cqb?YWNV*r@2BMuWt#W0|9x)+) z$z-CwKB&r)^H>>gchS~PL5*x}b?kCC@`sUlme##R2wz*vMMXpwMw);YcaAXrND?g_ zZ5%L~aDOFgVk@Jc$||}~M*O{yxu8%#c|Nh?(&&B%cjT*?!nVyn_F)zNODh(Vbii`cPD-OY%hW+SEYVt9X)RSR58fufXCFeM`V<{zaDW)=X5|<;zl1E1Nss z^4zQ2P27YWZ}47&rT~(?M3RtU9>%5v0*No>uiCbYE28@5+g}X!CQljolo%I5@oikz zx%?9xtF97)9EUkONG-Q*Dj(OE6ap%d&4cS)kHyh*|ING6f?*)&`>Xo4hOp4fPtG0x zQEV=>ebH8iCE*wCgf@3+%&Alz+;5qq5L4dmS<+Nnt}UY5D#p&RT=cBDWbi>do{0W{ zmj@lgD_lkKD}Pt73`6q=UR`e;bP1Du3DjAaY zb#r~}ODq}$yv=O!@asXiRKTBs&ZXYY%1BSw`ZHOQaUt}}?#2lD;#T)=QsCG%Qf}6M zTGlz1Bg0?ZfW-;lIf>(JUg8&7N(@D2L*)O>hthkeE>G+` z_q~xdBjrSXvH%0Tiq${nZDN|WExRNmTQ;neugc1<_>5KvGuT#>3(5xA0&>lHv-%v0 zFN0?MaoOT)k}#pQUBBK?&{1;m(C$dl%fQ(yR~ARSZ0x-5q1z?Hl%JZ|NlI!fV{A(7 zn__Kj$6)5uYki^n!GE)u?2aE`dPg&if$)^G^IQ-)o}O8JiZ5nioBL z&wuvT1v1fgAqx6Fpn(Iozo3A6X%!ZBa0gznVpye{y<#n zd1o|u`slOLSzIb#XinZ~EMY$QSP+r@SVv78Csz!A)q~^bydQt#ih|BMiRwXMe-_9~ zQ(*}}T)T#(L#UE|*ER_Y)meY4kjT(z<1yVELOOGH-Xg)wD|?oRcEa2uVY{74*y5b# ze*3!8f5We!yp(0bq=Lw0Ini$B!-|ZV5#u~r-AdSBVkg|WuA!B&%x6>akub}R3%&(cyPS{~QU~;+-BD-tb!2)DDPnHC@9!^aYdi2w49Ock{!y}b zL&4pjXT_&X0rRae;a|$c^1{#BdaqqrEleycC2HTiTgSX0ZV=-0tK{Z}m-rN`@conb zTCMa~*Rq-?mPISWM+35pgh!4iaTL45LNR#yyaGqX**^)??zZ4ZLrov6d<1 z8ruC}Q<02foorn$R@(Zf%Qw14S;t6m2FzI{wg6;_Bt_2`V<_*7^1t4^=0HCxpKNyFW}#KXLnLuxk#(w<6)@!674>&LVhHHDhno12XJ5omEG-vV5E6O(>%Hnz3%|eXb>W;9zGq@$v;H{Pdqh$_H4n~o z1CL>PR;QC#n!1*DwM2>r70|=;NmUOVVEGC2@LXpBNLnz)Rm^$#mgroOky$f*SkjL> z9*SHU;Kx?Y z{W{SZGx*?$exk}md8uvWqjz3D8yzE2c=2YauRK8f8f%$5IIoC=OtX;%N40St=8Gvk zWAAwpzorL>WurpJRe|d62jXdwtkIzndXQ9cA`nW7U)+2ehrWORY51_%F7<>;H@?a? zwa33KR#Y!BcLs#klO7_x1hrNkWOBS8`bJ#W2babOjn0im&k|#kdzHd=@>z!iUKDk> z%9^Pp#&F5cZEV}B9u96@v->9|AYqvTVm05q(0}b!uW0ZK@XponIK*A$sdWPPW%%oz&`mz*s(NzXTmrfn&qe0Q!Q2~P0 z3ET-tb5Jt=1-Z9~23g;PE=$j0E?%sK_2~?SOuXX9dY)s$X4H>{1mdE*Co8Z7MHGsiCdYly48?$%@Rl!okV^H; z!Nq^F`t}@)4B%Np(SKtrDP-UQ9810G=*$7mM8(`JIB&0!ek8y75AD54F-s z?T?+^yQ?u1-@ims`?5@2KMN%=E8QXGax2s<)_r~?hHQIb2zhy8Tv2XqU$lBR8bRHC z{jykV{8z(ovT|}ji9dPdSzR`GPrz++S|#7BpPL1tCO#F?_SE*2!e$`r<9F2|Z4he% z9HBr~-<2W$tb)|X)b;sDE3=@7!wm(m3n!$bD`5q>>pNOetXgsw*kf~<|DNdn!swrn4w}2zDK0Lq3dCFT>|ILtZZGWjYJ;R!wjQUGyn~!y$HlR zltG-7UHDYZf~7=CuQg|YEHkilbnBf21A=}c zHjL`tGiF|{L^mmxe_A#Grw-4MDtYXYyQ}M4z3;(zx;r10ju{P>Xmy8}T|=IZI@n1A z-70}(FI6-PypeWIqV@n7nM>m*q#dga$U~6{woRK;l>EL-egZw6J4iPIcpy;|a&QU@ zLd--?L_Da1#HonAHzq{`^a^?=Ce^~T-o6$!_{A1ns z(D+O465IJ#&oCi_emmWR^|@RZzv6iwmg@?Sn0ROHqExG}NI72d zn*}_O_?tOPuPREolcf0lUd-jWtWwKsW!9;q(?WZVJKK9V=>A5XBqszjMn2@6PB^um zi^RS}l}olikZ|?5QJOAabm#yxk56wHW3dPeZ%`;b7rmFPBR98#*G{kJ%c(lrmnS8~ zY;pG!$}|Mj5yy41wMRd8=H8=OY-4O2nF*LOK zr~f5rXdvIgiPLv;#mb_@ELla~1ctu@f4vG{ac#-@E4^s1y*q``#sHF^2(>Z^7$Z+CYF9=-1okZcR8#^TGT zvb?vLlwc@-s&1hMf-XqMQ>sW(r)JS#IQmR_=9S9^BPR67Z&|q-`n=tcyc5gc#iG2W zMt|N1GCC!bo4c8WEx03$!Xu-2m9n{gX}y<)J7asT`Qr!>S0H&RHHS9{G<%RG0o#gj z@zMdo(pj~9ke+=Tgc#dsen2DL?XF-@T)L`&q!0RHDM8e}kk#E)L65tikshh?^0e3G zKWkea`7Ykhtu*iY;T&6fT#MYHyWqs1tpkG|4BV#H+uN0^3@AfGVK?KuEG5;?2U%8v zMe+024+Bi6Tqje2SQ_|_F004wdU|BCwuOEO!eW;KeaonIA{TqW(K}@SSn?DYlRPu8 zRvQgAP8+^8xX`Kp+qqWyEGpZv`bvr#^lj%fOXIbb!GHuatVt+F*-3Jqs{>@4+iAUP zJjj>0cq=zCFbe>3VBKWlIs$Ny%ygJ2zG35-3F*N#$?F$gEhM=JIa&qrGCgaD0*kG> z!X>z3N{Vw&cZm8fvo=v7j}3vCzydw9ZS0LfiO8Jtw@(!&H%WO=YK!$s5>BRpU>t$y zTqe(Gft+E$75ZzV%WA5&%=hu^`ggDPwV}2_AlSRL>zhwGbL3e7k7eZ$E>chG9tk?q z>{*psEj*?>T)0~T(Xw$MkNT0;fbD8@yiL^ZkOw~bz*`=qmNGB)Jw}7U*qb{$U z=N?L_)9HTdiCej2kABx3J@x_vo~q@W+S<`n0d;Nl|Bs{>L9we1I0ygpIqU~HQrto(X#@#2)M|Fwik9>|M?|0o-qdOhLuOwe<3 z1WBr2QooS!Nxxg`k{f~5ESwwVj4`?7{MTr>`ypa!z<*f~VG?z2--d2!(zl75j=ZSc zGP*xEfW-Jd+`V^$$wcU)$dz&)MDfO_%-fWbIQ~&zBcY_Pk{WS(D1AEKT+<;v)|AQ> z5@ow?ot5`Pa{X7DxAG(!(eet!-1;p3WXUKdUZ(8$Jb~>-VGq~2a}N(Z0fAX(<3e{5b+4l?)FX|+?8wtW8Gb+=N#V58am z)gB$Bk9{T3=adL7H3!eM?7~bJfjS=WK`HUojQv#ILRCh_aATuE?Fr?7_s}u?O6^aT z$}V2vZfMelxs$PB!l6!>f{Jl3V-g8+XR!n&LMw`t%wYWDCMlt6C73?wjbVW)%S)cf zHg^fGe=-5)))tyFan8-lCg0)cIWCvLJuzOTL?!mPb^UvZzbh->6&6b7_IODnuXlgc zJK3EHae{;jOY5E??p8WxLylQQW=5j(&-R4{N4~U_$WDUllP4Q^1>En$ zZT*j=Ihm8Q)c6vdYeyF=?and>U{&v>ovy&jL@1+GQnP_>tgUT63p9jbwhdX>?p%$N-1%R#OtTYkgfuKFcPg zmxG$IZkx8Yy0@9N?@mpp>c}RK*JMAheBcn^!#Iyf$NA z-h$+JQawxhz!VmmBUnl$CBOYq^0??Y!`LHfo}i`VV;*A>qD|Kj)2Zce9Bj&C&kwN% z7&t&P23_JTF!!@_Ubo}JIR4_BP|C#m;nHt~5X$Ei-)$9&AHOe|3Yn|4 zi1&}+L4-?6K8rQLR4PMLl~GZWqF0O^50#Ei!wQ5QYx^P{eHhOzQHs-ZRu&Jy@TT%TrJ6B#^pqD%3o*4$-r1=e z3q{duG7I?g7zKZD)z>i;mq{-BCDDpN8>#5>7->q=1*0CJco|N%W6lXP<=|H6`{Jb0 z?jq4S6S_CDe72m>A@q<_^w$^H4VKTLkrDH{S`@uH8TxO4WvL1z_12Y6Y|E3!0+QzC zx^q@%4@$oIgRCPx2>zui=27+2{nEz>U%?z8;rklFI`Yddgd~8$$Qhgs^OMy zUfsj?rlPwaP{u3%CU+x8P;~VbS3S>h`T7vW@a+88VmlQ7{#ml37MFC2$(rXB z$8WmjqMJ&a?x-rNDpssAGa|(3w+mws;F1b*f~q)}3!NJ)%E`^mJ;%Ki@P&JoO7mbRC2enqWQ*gUr1CWyCs8+h zOG;Sxr`zm5w_=1yA66bxu3QPnk|nR&WdXo+!?UqZep^jjo4pg2-8kGhcK<$Qy`!VU z^h*-9T(dxpdbelHYq6=@iPME{+yj2*PY{K6Vq@J=ZfE|wcE7L?4fL1bTi`agHqFcf zABn>5QhtdJOt2KZwp^t-A=n0wbQzjcuHIhe=RTbC(J4L8Hg3jJDvOQXr1{-xhWGcy z+_!#1Qv`8a7j%WYA4pw>b+uNCrr^z1gqVS1`ro~$% z$+X_SA2uPS!1>fEvZB!1&DoTn+omGlYvfZFH$IEX!juk#izgyt_9$f%iEG?@ZOu23 zgaGNZzS|nN?I|#2EUvyU$CYB;(UY7>Jsg1R8joshG?c$#PU`+w$!*WsOLIbyp>u8V z>q1)$=Q9V<IL{;O-jq4d=ofo*|pGxn;;88@#yTNNT` zj;1P4-hKMT^{RydXvp=11qgb%1rJjLQeMfMATy5e(q5E}6S8 z`PB`?1V8UP{)Q1CaO4V0A-DR8cL1Mu7Qv$N6^2u-#xt?L?<;(-%LY>60OP^s&L^DEK1!3H4NsUoqhDg zYnT4#mbCzB4JW+<5==!g7}MY$LftVCOh{h6#~C+d-_bg$*xdKuyEC27j|X?fY-c`0 zk&d@Jok%T>$oZ)Dh!JM@w15{lW+ebzs1V=kNvrt|(S8oupXe-aamrjAm`zCjK*B19 z^Zb?*#T-=$FPw7rAdpDd=P({qLMmdI0$P|$g)jAbdoOG5(2E~fAG`{RR4h}(37s#? zZJNjD`nsPp8;ZBlnGW1IKo@lLmyFJ~DPI^7%`aef1GYZPz11dH{nicRUx^{drB5h{ zo8X`;s5KnfIAATy#Kw8_pbN#(QS!Jl{8n^pH=RepUpkZ9JUV5gAuZix_uZ|i*BgHl zb?sXAP3V_CIc&Hw>`XZ|ouM;%tg`=Wq|~vwPN4f`zW*hM#u0^_Uq@8L+~=u0&T=7d zN9P;e_gud$B2t$)m3Ssi>Dkh>F0@zZA-XN1Cp;oCdYVXH<2qK6W;3hR?Z?Age;A(9 z$MgB4*!e9_UKh<*Pom%-ou}8JdqE%tnf-odjQSh5YzaC{En)ec`6S6)B%UlLRV`(u z%u67>`HBn{sASFUjy!VUm!#RZLG-J5rE=R;a+em-QnkQ=vWd@(wUp!HU}lV_-YYpl zUSLx$ABAG)=j>w|kPNb(oX{xH>X~wGd(Xoc6l_KAdh6nAT%r{oj4vCkbV#$kE*qiT zJZdMEhVqZsB%)xN=+a2A-I|*@7UTpb_%+YeLJ&c&>jT9f#xXOlb9g!0{9wyq*eMhXNg~o zo{&sC?c%i{9eoyn!IlyyN!X{0>iKt-wdMLI825&sjH<`MKS(C}*o}YkGO=)6u8AM* zl1lol>>NJ;;2NLfGYlwE_-+5lezuq2@M(t4=ck0U z%Z_`itbTPmMbB~ej*{GRf6EJJKsI5@@Ct(AgeuIYA#HSqmJgIB4U(mW1(4r>3M~}Q z-YMSc1fK``_U+sG69uKSaWj~6oGOa5Z>zrDM@KMHjCq3KZN#W-;@>-^8y3oyMB(7Bp!E@%3}2WGXL1Hk0!_A^3z-XHu*nVgIJ_F`wb^_d%vk< zJILQO53os<&-N&1fx>u#G}-_(pj14ZnK4d(tMVK zhqe!O@^=Q~$2KdeFpHBoOz{OR z%~aZip9NtG+|K;3C^M?z!USh<=a@W9wpIbLFAbU-uw&b~+(j!Z6Jgb1Tjb{JG*xrB zO;U*n4kF1&)vCG?dkwycu}80PpWNlFul`2RXHvo4muCwi1nq%%%{H+@2uHyY)r7l2 zz8*L8c5uGJk;iE8l6pkW%|SQ5{S<81&v&8l6UF`(TUmlslw{mdc1WnIO-|N4<|GHoAmhB%8t~z>| z=|3nxM*q=pdQp>$NJ9;_QsMo5Xb8m-k51Z{JjFlqu+`nap&OG(kNA})#j1Psc))qG zby(xln!`OE1j^v^8>o`b)(DoC;?2Twq4bOO9HLD-E3{pXK3Zaz3*t_zMJO91PcY(| z5?cu7V$|`Tv0IIgki2>)ymgC~j$cY%JRsJ9HXmziqUxDZlU(J-Ftc3;mW+j3o2~7^KpFvt@)7qGSGg;>iJ6 zy7-E%Bjk`H^xO!bxfi{B+2#6)=G_c{AceHvPw)`Q_Blby+4S^BF_x+CaoxYe+jE4w z`?8vGiQy#d`5>|3sTtQl($QE#u(!NA=&XP(RtTy)@yJ#&B*(hB80NnR1DoD(hloPp zv3Yqc*7nP3(@2fmx1k}CW4*J~xxWq5`R-$GDL8wG{#Nb)p-W<-Ri}kBj4}m5ytC`^C`-xs~%f$ZFjOZ z04#TS?@4`qJ&-ZoAz`+t?K+VZ-u@K`6GUe472T$y7JUrFr~OknOD>udfyPU#$V=Cr|dfZSC-q9V`spMX%0u-6{J(WoJs3t6Q-R2nu6 zbda}KHVqq_4kCVeG!4!IAUwu*cNS!o5X8*E9Nga8{@oY-9-ldua@e#_zc)mC$UP~W`BW8wz2`uEd zRL}`5`{-SHMxJZ#w8UwAf%=bfhy7^b(1zn3ztrm@pKHPXO_&E3Px5eSE8GmVgIMpY|nn zTqSQRjK%Y8F3e636hZdx_GhDSr9B-{JRrsa->;#>>wzjtVbyNru8?H%;RpYau zfGU=WHwY_y&fTe>=_L%!R0TS2l3s}choG>qAT>lhvo8-Gus;WKfrlPh8}!OaZ5#sL z`e=#kUz}6ml21UosxZgQ0QYT{^ zyh?ErF|}Qm5?LCRK&;KGuF%ORJ5={cgcJyP%BP)UgVF`v;^}Z9u3YRx1$Nu~Gw?q)c=PmivH1`UIJA2G90} z*q)kLp59tm3${@3TGzV#)@x%Vr8mEAIg~zC{2~ckR#pZWwOtwwLXv!z$LnFHy{1xG z{;sL2woy;IA_r@0P%`-LUG=jGVq>{fB~?5uzp{4rP?e|A<%>i1(HyyuP_nbM^if|L zfOwiBfQFoLXYcHHl{5VA(k3R3U$^(2?Kq;G5Ob83%V+l{@i(|o^blZ)&u;FZl z*!b|gpEXV|bxJd;`nHDY&P@!tY!}@yvFc$_LY=G8`<_YFPbr@D*xnW;OHNAfEiJtu z&tRDfw2S<9Dp@0f<@(0@A92RH%ckv34K{mtERh1@@z+S-o#f7001hMJ)1(;7Ty06= zpH}^b9mjoOw0mqi?~gaciK5lJze=9VO?zGBeY6cK!DHbUJbfpDb83m%2K$cA6U+bz|)HJi` z6}w8J?LoymJsh7ui zsf{5KeJ%pw&PMy=ZQ}Pl%Sz{8x>+osHxy~%I1H7{U;b8di#f``wCvYiFZM&31 zx&OYj;cFc$Vr1(bZ7s?>^Zaw_gAlQ7DFIP8hYk?fZNmk1Kgo3l6B+0vFLYPT)ifRD zxq}}1q7J#19d%}UiO1{hI_W>g&7e^MsFkbFa>QCuyuWIq(_?XwEO$8=jv~f4OQq6M zQa@Klwk%`LD*h6te6l7Jl{h=2X$(%jkf|GDb}|GO&Takor81O>(}$ieZlmy-R5m52 zvkWNwO@?3Twahs<=0F?^{U|LEp@^<-Jo_Lsj{)_$-md?+5QmXlva$BDeh#*qzdb_o z^h2yp^0CMT@v56q-a!etv0?mJ_KX_zbV@{3zJ#bKw?uH4hh4e&68GEVGi|v4(b8`7 z?p{7jfIkot|Upkju?~KR>}Bu8vmWS--xW-I9B8pzmt4+{X17E9ub%*Xmz)` z45hQYOWtVZ!vl=b7CsOyv)e_z9o~+g8>Y-cco81cMfz~KVYbFg)Yv>oCVG3P3mC#J z6?5*A2BY8g^bHCx|B<{to7z-ae>JVQV}e+G$wA**A_ZdbDDy|3T}QUqOC9#%=CwSf zl6?niL$mzhrY9Q<3fmcwa$;MVVwM8lX&_0(b^UmkTlgm~zi)58dGj&~udg9|L1c2J z7TCiniM4fgf&|T4E#H;ZFpDcJz1RWEe2T4P8bD&w((aYcW^!_a>DnBQcgWD}hA$8t z{tlSz`Xk;{R5&j#4C|en^BUc5veLgop}>xAaM4AMJH+g4_QwjqEd=m9I+L$ipcLf2 zB*gu<>EXS1X2~Tw-EKcYa@U~>JUsNuCRlgi6HC|ND=I3An_=KZhrAyf8_Un~O}vS< z)c^7QyP=`sl3bspdf(xYHezM}mm}wrdR4IFGNpHL6)cC5%m1v~o$p@aSOTsMx?Mwb zI#td@QazLjN@miWM~V&)sL5)JBthN+4-!E?xF(SjnS*OLSA^s@zWUm#lLv`Xag0dd zj_T^_-pZ}8Jrxw|Se>Po%Y&eDaHObNTY2b{A%fr)j#-^tSoqocqB0>g;018a_I#@; zAdRT<^pQ<-5(e`(2M33J=jQv-J%_TiJHWXMu_ZT7T9( zGads-%(HRK0}>+UA4eSft0frBc0SZxB&{UAyIe5cHZ=$Lj&eqs@an5=wAG|i4rP8t zPBc6R8;+S!I{Q>y>VgYgSV60v!$Il4JVrLIKINzwN}s4fw5rLfUyRJ2Mc@f&Cf>Z0 z6IB<&=zGO-cn}c4q=gQqN_VFHXq|iL(&B)MNf20{X`(hVi&qs4k)l(zh+*UE>kNQi65mI_8s=l`Y>KYd)MWW zwcH@N(XO=M?Qq^DVr`a&JQw;xSTzVSy5Tbla=6qyBST||Zj?+@M<6;{#8@Kx!QBG3 z;+#-q07@BKy0|3w@SaZo@ZQKqGa#gzcR2Q)J#5De{zy0qDVGO~>mrtVLuq*<y@G6JFe^EC;NjiB^NG-d9W!^H&xurMRL(5O_s20eybp z_oqLnYM-msq;}3e^te$VNIcRr`Z+qfKm9U>)b-n4`p;W~=y~^O z%AdCqDaDHb8qFmULd?z+Tsdu|(iB4xJS5?K5&<7-n_O6Ekof#2_9!bPeT@ze5w#Pj z9+v>E@8SzzW*lc{Mn=Y2 znNVPuhx=orusyU}J>ogL=VL_vH|1E|xHSB6ssdC}ab0tB_9sJ@hnxQ{K*%Kb@0HD0 zg&~SJktd^6x`n!(9_&spg~r|_4gf0IUg`?wC{G7knTDh zq`ujv%3ryvo_{es$Fd?tr%3tk-_y;@r!%QsTxWjzZ7T|<$Tio%H3k5nLQkNL{%OTa zBskmiXMY5|a9qEo7$=Mdfz_^4wAlvCuGQ7IcW{^xCnqQH4n5xfoRN`nCUfFS#pnm7z%b(G&ELL*4J0o)PPmqK4P|Z8I&kpr^M)uMnpJ zKlp>(ikceE5MqHAq-r-Ug8yJx%)ayJ4v$8LK=}B!B1R=aRYq$0t(u)gMhNjf#B)N4}Y;NwgJU8gesKeomQp#4v`~emG89 zc5f{g?r^pDgXyy{zgP!SF*OH4=liQuH3-TUMbzhZ-_mF?mH__`TV2TZas5Fdo;s(N z(~k~2BDj=L6ME_Fcay{K1)7ItcgApMq-RQ{se{(E>y-lqMW?L|9pO{qZZixfWT8fc zE-25Ii0YW=f@39OSM_jzq1uo7#P>$LQb_ihPCmpJ$*cUFjei`rL>YdGM(FNWOf+-( zn-pc3P|YSTmU9jDPFQbx?iHlz)+|R&M0iGlBdFwlV4*FA ze~~Vf4#VrM?(mEOYd-wAGo|jSKd&Zk!KoZJFSZX+J%7rgQm# zNt$i13i(SEfX@}tPu@KN;TIs(*)OJx=drX&OG|@*llVWxaq}*vc^Am*GSQS-H;I%U zS6LU%D{&h7i3zdCsvU>_ta&P;FnKcMw{a7352|ur3tlJh`espUR9=GFX#R&HiYF9H zFxP*lQwD}B;f(@%k+r}z`-Bij8LgOc_@`iXXcU9?tlSL4(#8@Js9M`l zUao=ccg?U$?v8+|-}n2H#&eB8WBckhECx&I3!@w6i*yLKupE3jn&G{xtX)+q2vo%) zt&7eay8O<8oBK>K5eM?PHzW6#0w7lFDbL)7=aBtpm*E>R+-Z5oZ*-8bly}NRD5PNH z3~`EZQ#Bed&R38A3lD>rZEC8c(QD(!d};P+$e?wyU5>gu0!YgcTP19vmLR~<`1ASO z-d`hX=_lq_7EDMNxSqm)pI`SLjfs10hJiZVyxiT}`-51|ll^hgrnQoX!;M}~9>>Byv`+@l)-maSbIr(kjiZ-TPs{W0^aRg}pO~2I@LS>Tw=&Up z(Z}&`>g#8v9dG7zx#tKHh$y4MV~pYn8h0@f0pGbB8BZ_f?>eX4IE! z+u?RK(TYt;xJ|?6;byY02^*z zZF;FdGnsjZM`tJ^2gd?&K5~6w!^!TMF*zS0!QMhtRFr@Y<_#PBQl0_RK&A34Sp4)4 zMLCvpqZ{{AJCehzj+)CH?W66q#1vTiqc~@0O$Y~lh_5ydi!ZDh#5^C>l2H$Ojt zz!EmRT&GO*neLnCBI$UX@ay|=$iMsCh=a{@JKj5GCQrRR?wAyw>{HlQCK>HKFyx5v zcwb&XO!w;`{^$7LZJ-Fmtk)0gsA@~dXsZh%P=l4{*zp*}o8w|`j$gzM{kQpjoVvW< zR`sK!VU%Mybf#JI0+LK)J$CIZdk7KJE;(s(iq6F3$UgV!MWUh@FIR@9A+!3K%Su`{ zU#jhooNJNb?EZp?H7}1>D+mh8=I$mVP|C?Upw{$`$+;iWYKGz)fE#;PV*`WV#hLyi&m(+|N3fD+RBgER6J0T{0&ei%Xs(nb{t7@T?{CRjL(rnYQH^3U98Dr{}}F<(vAf2bc>mx3__k0Y{pgcU>5wQ=f&s^ zWQ+%jw^6)yCfPl6v_ljkjIGNG}yl+4Af%nXe@^0MWQ zUGv^-^UC`}6~Zx{=l;z%iU#cbw(|XSgwfE;{+@uPfVXTyD|%#fGzlw^pi$03wy!$D zapKmbX3@YWj>GR90E|063$@l0$5E!%N48F&nN7{(4cB~0?4uq=`ma^3xe5+BR>39) z7Y@P7^rG>%j(3X%;?RuZEP))N#vdy{r*@_jki|!LAeuO_`+S?2NrSt1ipF{3O)NXG zt-2=%5(d`R-1HMWVGl0ru{_@1(UFG>M=Da@!4Zq;%+H6|K&qT51Z(i$Em*#v-bYPJ zN;)$*M4?>yJ{se2&#QN{;$^(!Q zl!NRY9WB&yNi#gi^Z(b;xyLj8|51EIO~go9rOdU3G7^$<$t6O$Uvf$A<&yjT5+jXN zE^`ZClZiqIArv7kNsEQtLyX+-x8KXpzvY2#pU>z0I z>($<=!Ij z4?E*Q@RlBnE;zB#$`|J85s*fKY$h1ipWXC-(3*P3OeR?i8Z%xN>bpyqS5J>Ll4du< z5th)l1Hny#n*QMXuwCd#vom$@@~RtnSyEhF*?V@71AZ8UClwpM`&`cMPz+sKYo^rU zU&|3SsY}*7W4nv@8dm6o8?*Jogpu`T`%+W5OYo~8L5a)D8>^`B=~#3;@9MXDR7H+> z(9FUDrS?qq4QrTk%A3sO?jxf>;xxE$l&T_iE&5e zIZ>rFiC1f^4DI*m&Mrq;!BEn?{V7I;w-uZ4=T~J;yL|sQiepFm;|+i5I5?Cj8F1_9 zm0=4AHI+5#Z7+g5A~E`0QWRX)r~ne2_wc-SaoU*O9+-7^a{&TeP4VoyGU#tdR#RIf zk0B%<@iaflD0?P*y>oG8FyQ2B4dGGogLTos=lk}(I~ePJg<;qKQX@^J0i9JGcG^pK z;qi;@l%ECeJEvF!ZE)_x+X;)a^zZDqRRtlEuP==ZCZMux_DrJNz0EysJE24G5YwJ^&-vU>Eb`Tr5;QjhL6ensj1y7PFI1wj(E9+#Jg#M6bH8~% z6ABR_fMf|Tm8L1U#&aS}R3s5YiiN*P0`3u4MY6q2Tad``pLPnq;wJ@BekUkp&nfoI zdIX-6$ceK*q$#GAM-Gr}hP-$+kQe3T*8b)zUcPkc`e!MG64kq}Qiq!E42V3C+o+S^ zqyjwCzqcp*I=#1tn;y<8_~X)aL+4|y#U&&-9_9iN3WL;IXS}Lc;|ygSt(EGzdUaOr z(#PRjZ9E>3Uh3v2QtX}6&8)2#6(o|iU=S^#ArUrcN%6x>S151v(E6z(%vLD;q@A{a zRF<}#nL3DxP`Ds|9l$@6KD7X2piaiwq^jiXA;`E?%xAj!cIWvN{pUWcZmSAN9)D~~ zw6w4|$Oy_G#Et;*Mree{w_cZ3Nxl#lx7tZw-c)i$Mcwku;C4SyR!v`)^thbe``w!& zBb&Oqk_|53_R_ZHAC5kZB!l8~JhP_k$+S-($^is{`ZLwsJ$?M}N=K~)fMtn>Tec~aM1h$X7zDCxZ& zedpc}$&0b*T(Hr8nOKD0N8?x9Bco3^Ryfkz$u`FoPMZ@Sp~%?6E|>0m%Yfj%9JqAf z-d_0GwRgq9BMGpQll$c^lU_f&PYIhoZh8(0kenisE{k)oum{O6p|%WMEOJo6RcYU> z(w^A1v^An|FxOE2LYmHj$dABDo88Qs00&pJ%~VBAAvW51Wpn#hZ7niqX2unNvxJs= zCQv@p!K+7GKJnWNO;rq2ZYL1F;RHraG-xg5gzNG!7sSK0JfG7bX8PD65#1JpQdv^_F0m1?D~(W9o(lgmMH zL?uG^m3*Qk+erirkCd{~#!S~+NPgld7Jug8dA3MN_NMQP3N)XSt$FBl`_ur%b1ler zoriaBUF}%3C0$Yh3ky?@>n#+x6fSo#Bk+1j?GF5SwkDB8P35N>+x0@%OU0A01m4zw zES?}m4Onsf=Oj6ugc6 zkRs=1Eg6a{SyN%;M4&%l=af+-EH6h5ym{1@C(4h-3B+L{I3GnkUBj<=P1kn6XR_0E ze7N{;fNrU}br!80S0XJpu5W66jTjtY=rMc$b@9R?2;1I)Z! zWiOn2t+%_N-D)zQ?7X0mO&QxC`JniO2aQ2ZZ-OV~z}_tBh&G6ys5CDE21stMppnk0 zQ*c`-c=-hoJ(4QLbh1G~n?IneF7>mk#Mq--ee8t!#U3?BsSz5<&SwY_D06f3O4myS zm6)6P{b#rd^|SXjxDj{EMes~dojjcR6E$xD)ZJHo6yPwAVFi_{C49lskJnH7WM6TU z=kwP>+7!=_Cl0ANwy=%P8?rLpVEMN^x7&nN%764p7V-qAkgW=kBU(Ddg-CH3#&;e{Guh0sm-jMs(bo~n$AmteUC=# z!`SPwX@>FxSjZ7w$drNHE9J39ZfHY8MFlgz^x0PyqQ7hX;OfY~am8KwL|al#L&Fo? zuik-;3hV8PVE!kP$=V_pbea%{4n)Gh&kBM+=BGnCNoc3decMd?XH?D*=&OfJb)`fN~*Ey6IWDuRx zn&$s@j@}3vgySOc1LAG_D$h`UI7z=eXXx1zTwwYFtB}!-Kol1G*7U3AGVuS0TTp=e zN``IPVyu@XO{(YZhgc8+`rSBe?a|^iqxopwUjh9oii-noXCh|t*YgdsCZd)9qt}REFYvzW?mi2h zx`{nYfHt^yk6zCwecUID2OTYp|74sBR9!rZKmv~GW~yyRIQX7^Rq_E%w#~bD#$MSsu^)ojz|Zk;Rm;Hn-rY#2rv@aIHil=Q;CxSry5gjdT?<IjIRSGI=aK^@RFKMX^UG!aMcORIDoyvu*V)+GjTfOt85G_w zpOgBjju&aG40s5YiYHPWj;Lv3S)%QOJD@zrW)k3=X*y`4t6#6;=6Xj8F(r(iz196? z>TcL~N3;xak{R(SHi$b)h%j{M;M~0n)RLG3)*qFmttUzti%O0TzPrMbdyk30*TA+F zdW?6c34wlpM_$lh?Hy#-201=(D$yciZ{7PG%zlSa@`0Y+l>DKbqK@M!j;#lR5^WTh zEQu}Bk1;H{pHE|uf?;kS6f`bLapZ8mW4s-KdbeT{&k;9zN3o`uVN}eyjjkDPvg?aL zgpb#MwQ=#gZ$J28=>5m_@#*Hjm$F~HT5k<|`~LX%YZ_0r@^#D>oQTZYCH;pKSnr^C za%0n;r$6OKJfM59@dZgJ<44_OnxssLmoH!3NmN`Ti!r41uiFpwx4?e77=i#6&cezb2Uag|88wDD!qGO z_S@CZf_7{0x9P20iK_6~X+3z#20h^)C z`aQC$xLfhf#HlX}3s4Yr`7*^$3M#1kX4<875F^vzW9y@%>|m(6AhPqLN|=y1wwZKpZRqGy%^Q0RmL#q>_; zasPo*SA-Hs+2-a}<`(av$W4vfZzYkbb*6A*VT@u`a;x_B_FoM}m|>ubn?RBs2p;`5 z(+4!{^+g`2_i+tr@_6n~>EdIvXg$XM5FWNYE+WZV#o{H?|E9SQHYX>;s)HG+Cz|;_ zWYbuHU-m@1os_egOw@d1W8;5=<>H%tgFC+38Yzc8#h)`GQL6lN+h7?@OvT`#F@_8% z2Jp>I1hm;5M0}_F@yY)M?wm=}24C*o3IeWMdZyoRKoi{jrnF@+Dr*nJ z-OP-rk=qGn*9Mb@C4>3sKxdG%Kl#=Qi~Qke*cmQ&>}VbJuwa;c3tdi+98xFkzLdF~ z%k~oQTLt3bxs*Odx%-w?15Uw9of=(HQ4pfR{@IM&@s`rbOCZ~;+5CB@n`fb!PgUrs zF5ZMKzIoBNQr?zd9=~4{>Px$(JLFRzAmJIVl?OK3WIq3_tEi(3&D+}{7YaOi^X~<6 ztMRrHNLZ0iR#mdc4+UgJqJ+4j4i(M*kc7D@J+oQ=!K>2tJX`Jwc}m#>K5XIC z9xx4=W6GZRG-lL)uaq`%K56u#Cb0=;XLgR*_;_3(;wjno#z6J?Tkm7^xsPZ}`Tu)% zzi0|MK6FBDejz|DGSl`eWFM{TgFEla9*gFbJ7vJl@PQ*TsZhk|LMAB8X?P)P6S6Jk zOgag!jeWD!8;V{Qs~Lk^<15`qo8FL}J$ZQ~1|@Apiaofv)bT?ZueNkAf= z2&!PJMf(m%xP8+OZkFf}-O2W=6nsX%oBsaYf12+feRsm8#RGFuAGu#{B)~1VMoEon z-)DVoG(LW!H~wC2<;=VDt}?ubV8U7B+u4$k>6WExc1h_(+^-v$=7`P?T?vrS$Z(z2(m?C{W(){@dO1t8>#ZO3H1zN|iQ?))eAmWo6Y8 z7&g_dH^g!uEEDf=D5sWFDdw(0j?kJq5HtJ5ciKY6&o?w$azBQPxn3W{ssybwdfZad zC-DHAFsBllM;5+liKM}R9kdw~UF^lX+wLBEK9d3}yly^q#@Ekn zhLPz?=$fWT#sybagP-o9i?UT!m5FVCCT?7j)%LRW^1|^78%*NGqilY;RMcj=0h?%i z!3y<}!tCaXzq)HWa zhGRcp*jDVsjV!C@mP?x;w1m(Aa@v=1OIi&`_gRNU$G)ieFc=sXSzWqx8GuN`%%>3F z?^bcDu$bwH7=RIlkidO7;k8ggL6Y+=>6SeG>du#~ENm2MK`swoztDi{H}C!`d`C67vcDo&C zQ1EkVO6#>hO0DzDmqNNc_hU6Zmx|*-K@zXJ4yw#SiAnqnBcd$rE7;e}3Jik>{dhGJ zgf8-nX+_u{qj{yIm;nFeOu9OXJvw*NTdOlE=S0S>Ti~I{x{B6Ia~WbO6kr3$XOi^`U|zO3clrw#r7UbEKMX$6 zG+H+-|1wo_e$kf?Z1YpzpsAztLJLjJQNqfoSIKv;WV_2`#M5C%n(9M5^|Gf91w7C|Cg4<19^$RvwZAszN*;*<7aN;SIo#T$ zqmf*w{mQ)0epQ}qKFVI4ag!?=CavH>$BRV!g3tyD0_2qOc(T2Az8CH&(}U4pn7Na! zWLRt;RL0|C4lkGTpU{DXhh?^MOwGZNiJt~|924@>BTc5u9kCJN_NMXnZwq9O$9r2g z$nCA|C-l&gY%>?@uTVK3TAJXzl2$eFfv&cz<*?i3 zV|9a2@B8%CKQqtsPc{xJ?|5lg^gPb}wVoJ2NPc=R#0AxS4nYf5Thx0-M|oy$lPW)MUuAu$*|w5l>{ zgOi1GKPor%1P2RK_)Vk=0)ylfLMp{z>OC=^P%XNle+f??7PIzPqa_$I#{5qX6^xQD z#USGZxYSFzj@0km;*1$d`qDMC4{2?)!yCSvKV}s3?6A6v{2{H2;%$lZOJj=@z3)0$ zy`{2=!jFCx+a8DF`1ng%I{Aq`aB^pVsK<1tfT;;L5V*M0J2kcFcmraAa#rD};@8FX zi$luQ`Zi|K69L*bY%ouaOg)hF=<&>{B|LLfqd3dCjKb&x;B=G}b6aH9crZTZvR63PqETKOWzcQ#Bw) zsjEY|vsXXP7%oKE4h{43OF=YxJ;y%MLod94^X?s-frT|&(52$n^?m}1wYhm6`gmS- zjmVu7P&G-kOg6n>Mg)3Lm+R1v{7pB@Ly#wDgxL?u*IGgarG{YkxqI>u`nk0RKtF-NfPd_9D z6xZ8szy=@;bUbNGxbNSs=u4c0WMDb3<0ZG5g)*=ZZf=|Bo)Sw*BlpaBXI&1tn{F(V z=v>uT-t!d~$G0=5Ax_z--~HPuNRh5c^Y!v-q9KU5rUKD` z(z6p2io4Y_@^FgpSz@O&!`~WTs5m#hb(Ojl1+<(u35FT%B5IwIPhp|{K#vub*^<{n z)Pg=gH`sgZuPLH`Ad-j}EtN1Xf$DC`jx<<@|*YGC(5*T37co+IDaiR@3|>><{Tf0^ukDy+7-x zl%6&wVUT!W^W$-F+}pN&{0D(JMcv~9*zSeE1oU{L<>ODDRx~AoAVIWmt&GI{hb_GM zxmCuAgvIOO(zF|Kgm#uYlN|Stcs~osJ_k_`(^son1g=lkJe=ObF5I;7abA8rCPGLc zRYjcQR1Pgsue+web=h;5ePdrg4x=hgK}SE+%^wU|wIn*i>wGQ+5UjGf+N~alaPFv! z@vmriVX-Z-Y6Wk?>R?!yy}g?5wR*naU;V8$3}tg)`Aggnv9^w>aYK>a)a$InORbGN zc7$hl1zv1T2o7buTtEIRZ28!nyyF^W_I>EsvR?}a<8X2=Cjt?HUD(pAT3pQD{v)xw zwL4XnaVtZtIXGPP2GXp1tDM5&}U z-XDncZVs;hXcjB$IY;0;+1iGG`pf9}H}^kXbx%($h6x|gu?phY8T2$FAXH2FDNF>k zeo}FJ@65)JJI?kYk4C|~<@UG5kd{xpNCo_iBw1Bc-@sXu3n}#cLpd+y$8>CpMB@kR zTb4T5DX@P1wBr)EW}}d%ZR_f!Lp9CH!^&s0s~`qKX6w)s4vEe#&uNq1g~?wY@`YYz zy9z( zQcb_{E0}&UNNDSHb(JuD)n+G(i~w(Q)Am)cldAz<02U)?TSjCD>-wD>+U!1rfRcC9 zyLazQO)YL3G7Bz^jKx}2Rn?UjiQcX4-_Il$zqr&xy;GgkK7o!mN_s&OS>@meTWjKz zJ>k>mdndoqPRgvnc;8?XI&5b>e|0c4*4|7fBb^NHRS*y5<)>DI5+~)-^d(zZlcQt@ z{Gk&I!{)iZwJ`N%yqh>$qtV*RlfqLGxIMA}jmhZ_fO18t02*a?2$Ry$DIMY)xF5kS z?4fX~<82zfrqoVQ_51SsdAr{(RsMQ&O+(XL&&TAro;j31z}3Hhw^p0I^@2J%l^*Kp zxiCFxke&nHgR1)Fvlr61{fAfjFX0g}l4{_|g=O%qOW*@3F~z#Mx%L!SRFp4QSg)s# zUMx(wmY1-*)v!CUc_0YX{p^m}nL257;P2adiNQ0ia2ygm@iQ(iZbY$U-4fX}oqH9%QyVq*eeK3x z3TZ#Yi#p-}D*RXkY6_A3HfXqMCR2o?$@ofEev)Q>BrdM;`x|kU&m$wG z;>p#4ce@}J@NLbkGFxF&D0?fUmKOE$u4!NS(lMI9^aykp1(*>*mHGCK{VFv*hYs|r z;+bEWZmnMZ0O3{}lOvKREo4$Uc%pOpTfOQh+RDCqx}f$~x=OJfLVV!aWkRKFtSqYN>UerhF&~rkRSg?FD*oA|Iq4Wb_x_ww z`S_Wy4%AGtWgka^70MO*rWd(sS7%%rAGQt!56w!KD)EIdxB}FmSe!w z4BN>~auz*T*kY^{I;0^Kv6ytAo)p#kmq!_S=Ag<_;onOsd4$eYb+29@4laDjXAfkK zSo`Fw%ZJrD`IVQLm#GiSCm5jZ$fsQiTM4!gh#K{$;woii3R$}*?VfApKY79tV0GUz zc2rLDsRE4|argY$e>Y97%vd6n{y>zwyPI~ref;AvKlzQraSDZ!IRC5CRU1G=Vks~( zj>;F4u-q;2qrH{3Xc097h1Rw*Hhu`3mZymjMpnL6j>=7Ht8?WgQWJj(SQ`lfR5Nuk@kA33c&kwXA&nNN5TEU>k@tq@jx0n? zy7W%J<+~Cpoz`qI+1A+!^$~3^?xI^37NnGKyZX$~!Iup*m5g?K=x;M9u)C7oVfRBE z{`TphQ2EU6w`Ky*5QzV8CLK=`1PCPFR!)Bge%|x_aztCRm7Yb%zDs=#yFr5m#;;(j z-T(Wywh$=miedA=rHiy>?wJ{vQ~&v10$4e$g>H(&67=JL)>!V5TI`=icsg{9dG6t; z_%;Bg+u74|rs+*#Az8mIH+Qt0O0_r#%@CXs`T34Fvaf6pMRGLaOfAfzS4TGPZiVP| zPlyobQMwzBx+`a*qMH2%0#0XlfQQ)9;yy3HaN)Ft2Mgmj2P%jY)6=hw zOEgJK13|N{?yhO%0{Vu(LZwRv=?taJPA^GS66kjlXYI@24cNy&?G09s78`4sjO7qT zHj)azd%DADnM2>o)RcLt>3vH-n42M5!KKgnP( zM3cFhtf&q)+<>5`Iuwt>|5t~(y-Z=%gRuE65<}b)M1-e$Kjw_DFdJdctSQrOMYld% z0!21HTEe=1dKnl!mnv;<%pJ)gkUlwe+$Yfg(huX(|L-)1CBL-!mjWxyXKP9^h zwPr>;bCIh@zo-$_ZBPgD%(?2^gEOfYaBO<7k;dTnVG9_x1gy^ z3SI2iW0Xf9oku_Jof&JkKYj3+)ex2#?TzMYoyVvUNGOC;^rPCdUOmt4(|Zinxm26V zZndv$^vXZ_+_1|LmZj^6U;;!oo1jic-R{ojrP@pVy7@g$P&}Cu6omeel%5{fI%#;2 zaqU~5d%i(IT}qIaK&NwsS5z=mA393q4&Ntt=od(1URaf!XB({nqlPhmHsIR2qL|Z3 zz)(bB5+?!A)#1h3tRkO$eCYrJ0l|1;yS)@LN4cS-u+2gwqs?L1{NTh3U-kKQ@@xjq^P~m1%o%9`eax zrZX#{4Gs*PI})2U+iJM}E(^TdLYn3l7SG$s9w#!$&akVL-iCH318&_s{dR{)l&7!n zx$6sXJM ztZ|{M8rs@lANpTu+QF9!x>Wq+s#VkDQhNp~{K11SL)rtb-GBC)WwUuX93xhUy2c%F zBP(dOS|cOF`2Srm((P^DjUKABZURIIi8*|A>AQ0A;^f;tqVuiFv7jt* z&E?*^4K#y4hUPak^xm1@0$|?y$3>N#chC|T7`V|cJLsRa3QG?R(px8gcdef9Z=k$2 zcJBFiH@{H-4e>{9G>(SilA>3I`}rp;`{GBH@cv(!LlKxHRn4vnZ4m?UBmDR?7wyfC z;&0M?Q2Qt#gO|E$9DR}U@F9V$s_gU?Iemt2nV+%{#%ttqBsu)Kqne;%&jWp z6H8aWX2Rc^0dM(=lNt8ke@ok6R1<^>FB{WV59|l8)JWu6&nKD?QZN;jR$*(JQ@An1 znr~o>LxYxWQetKO)*Q&v&oiD*Ft2WwjM)!#P^RsSrE4+UG_0-@GSFh2zWQSqO2S;J_=Yr zMldbWgv?yjd1{#v!-s^=*PXJEy1fy=#br(V#}7ux-8!R(Y^sR=gcy`#Tn?Da*qZO$ z9`cTUeV7b|S$~8qn@HS;k(^~`AKI9mE%J)MUK1F{3E9bKajA$?w|3fA(_E~m(o|{4 zUnR8V85wmhd%x;|l8uBvecAo65(FUS_3O#LwV9fZU-A-WH^nGoKx6asqpfb|-^dm{ z6UE-!&cj;dK=pmzwJ~MlH>-lI&5SQ}=4~Mqz7byuxshNWH$UFe0`)`)j0ZR8(?6c; z`lWy6+<03I7f-cHGJeN7csvi@?61;8ojh4r#(POKfiG;sBgD1N^jz8^RPgRGKZ+rJ zt6SBMaR6vuOKx12F7i<$Rx<&9qI=llEip6SJSjnS4{cao7_;HezL8H&C-+r0dqwcAl~~tRipNe|q?R%1*_j;`c#%)7be&+0 z0!Ya{#|e->Yl<5J1Awoqp4+(?3Gj~o`jA^FCd%85x_amI$ej<13LT3=nt=gJTnOB8 zb|Fm*D>I1t+n_}W^1RC|3{UuWXKsXTjCM3^tV57zL=Kvjy6&p!SrjDMo9)q9V2{JP z9x+jK+A$x*El(|?kuYHt4r>qf42z8=I|>S?4%qkvTtx1pzCCANVrcW@%8G9lHTN;QLhGUZSCvt6 z@nMVOk7wlI!IZ?{#hcRRPzHwaOc{rkj~|s~vYW*JdCNm#!+B`A+c&susN-7I=fQm% z|GN7wNod@&T5)$ao4zcM`0u9pyJAIN_6s`Yt|z?w1MG#75%3BDN6y3Fal*HRHs(K2 zDV~1y_@M*tH+1($hC+$*+;4bc%d3BX#ic*q59+WscQkLSGF~n#am>)13U{zJRob$) z{Af+_M1VL2(8rnyrj=)q5m=UZIw9dU`g{`(8g_gxLo6HK=}|d|jVT8y&);hd39n;WDPTZbbHu3WitVP>8Be#Jn0_3-rW_%YSuTiIrxZpX>7 zU%i%qZ4`g2Q{L}Z`At_&wJ=YigR!IZ*wZ&L$|(I%tyD|_7x9`cFUmGDoKD?ExiH?rk3FleUFNOBVbLM-ofFAAftu0>L*ZDq7{7r9? z^R&3tzFUu zs@~i35LOl7O8RHPJXcJY5+4b;5m2pYf;@{4H|NePP1uXp0L^D;xNm9;|c0P?w1^hhp&1O^&BhK`hG-C=T-WhQv3uMkc%CvV;n9!twp{k5Od7~S)_uVU@N_3U@81r2%uCZ%B}1R zQ^@?TpbCwm6N`m~gap;1Fy|Lg)$s741oUhQYm!#p!XpR1c>?a$K9!ug ze8rtoQ!KAS7&}9%w#cOSaa)D#jK%fffPgf6GfhB~h63}PGNzUAX?rKU&`m0h4S#c} z8H03)?u7MkUKs}I=;&B&QE6dz2Ti8Vh!${D;P`56tS{d5^=#ttxqvK_S4EH)0XQiv zsr4-{UJ0dOl2B5-&@B#S?)Y#lTUBLM%cv&rX_V4b!Sv=82?DH)+})py-d71Pd>K0A zSY8c-H|30x(fPDE*B-DIoT`V3x>b)`M3XCexOZcN*5D7B({eCCBrf2N+Tt-q${_ly zmtXvQNSi86-me*BpN`~jtuQiTM($S*ho-NO-QATo+K@ojKXZ{y01POYx!`Oyamt&w z=}k7;+h^tCZ6)JJeywif*qmPH#1HB58YFi#qLWb@$6HG$0!TtyB)lZWM!UUy((t|| z?eE{hp5Sk|YeVaD{CE@-=fjJ~f4*GN)ceWY`1I4FLQ|?Q@DQq~vxfrftn#V6C-wxaoiLEx+A1G zL6oR=s*>&Qb`RT&TwfxPRBc|;H-gr{(#3beS{vBIdA?savJ-klf(8KuO9TR%wK;S<;`@sBv)Vp# z6khudS z9J=S=@hfR9b#(tss5wp8%r~TjO842Ut2#YP6ivn;IjrBK{6iH^X|RC71C~5pF6k@0 z%5Q@ld6d0Hj{18KmS@0$MU9rxX9$LSVdq{$rm%V`NIKO zOP#p}HRokmE#)CEalX@~_Lmap{X=YlT3zyQ;Ih1Y1k>-@Fn9aB7Mm?NSS1L(9Uyl5 z#E*h+P*zr!gk?n42l?I6ejM7MQ45Ftu77VqmckOC$@@Cj!oU7Uvzz^Hv-6`3VE6@H zOg8z;4?C&#MeCg({)6wFszPXB(hPM-gFl=wYUdv2o@ac1V!UV5OVn4(QL2#K?r@&w zlTv8JK053K+-X;zuGQ_x$jHzJ_pfn6y3#r)p0pa+ibByTJweEfI2Pc>+e~(bbB=oM zMP7DeI?ThUeUTU}_X14T)mSYF>r=`IXq$P7{o*7|)+O@Hup@3eR|8?N)NrFG#hRRy zWP=XnCL7upSm<5Q`P1BHx3SXhQDh7rL7#pIxs=e%j-J*OKsJ6WI{66~fqlb9v4K1R zs1)$r$Crr<;-SI2Lv?d?_d=Kagi=I)Nct5*mpS$ME#g@USI1&K z%=)kP7NL_h|0X9VVSP|Sql_)spqCE-R!~T9DR_6MZnLPHxpf%01)tskM@{OOIYZmT zV!JVGxl0u-Lt7+!_8;trgX@PjL($PQzMJq3&?8HghLn{Y`xZjr?=NJU?TjwSS4@gPv@!`|{IIUY`Gn;Rtq#+|924z1mF zqqvpJCGcDeo4Xwrmi?t0$`28E^FlLXlq5N527`2MJt}84#JvA}F+H&UG|U5QHN}rx zZ4sE|lkjd*-{J_3n9p`)XmDXQMXCT9)mR? zew6t^6K@d@L<#`k%=}>Wa)VDN`0{t?qYdd~uvq__ogM7${bpCD(4i-5)08@|(1H7# z%`ik4nrmfS6LAT~8}OA*WK1a5FYqzq`uCd=k3{pg{8l`FaKrj@xP(|Pt0z)P>*!$> z2ZLN{o&Uy?$LfecqVdJANH+Q#R&u2jQBX0Nd#G&!1$YOo! z+opAOzV2o7E2aQriqv(>2@U_*H-FcePx3Z+jsFy0r%z2 B*N*C + + # learnable null embedding + positive_null = self.null_positive_feature.view(1, 1, -1) + xyxy_null = self.null_position_feature.view(1, 1, -1) + + # replace padding with learnable null embedding + positive_embeddings = positive_embeddings * masks + (1 - masks) * positive_null + xyxy_embedding = xyxy_embedding * masks + (1 - masks) * xyxy_null + + objs = self.linears(torch.cat([positive_embeddings, xyxy_embedding], dim=-1)) + return objs diff --git a/src/diffusers/models/transformer_2d.py b/src/diffusers/models/transformer_2d.py index 382fe988797d..6c30a046dd02 100644 --- a/src/diffusers/models/transformer_2d.py +++ b/src/diffusers/models/transformer_2d.py @@ -91,7 +91,7 @@ def __init__( upcast_attention: bool = False, norm_type: str = "layer_norm", norm_elementwise_affine: bool = True, - use_gated_attention: bool = False, + attention_type: str = "default", ): super().__init__() self.use_linear_projection = use_linear_projection @@ -184,7 +184,7 @@ def __init__( upcast_attention=upcast_attention, norm_type=norm_type, norm_elementwise_affine=norm_elementwise_affine, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) for d in range(num_layers) ] diff --git a/src/diffusers/models/unet_2d_blocks.py b/src/diffusers/models/unet_2d_blocks.py index d0ed4ae8b0e9..7ebe74a5d3df 100644 --- a/src/diffusers/models/unet_2d_blocks.py +++ b/src/diffusers/models/unet_2d_blocks.py @@ -49,7 +49,7 @@ def get_down_block( only_cross_attention=False, upcast_attention=False, resnet_time_scale_shift="default", - use_gated_attention=False, + attention_type="default", resnet_skip_time_act=False, resnet_out_scale_factor=1.0, cross_attention_norm=None, @@ -130,7 +130,7 @@ def get_down_block( only_cross_attention=only_cross_attention, upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) elif down_block_type == "SimpleCrossAttnDownBlock2D": if cross_attention_dim is None: @@ -246,7 +246,7 @@ def get_up_block( only_cross_attention=False, upcast_attention=False, resnet_time_scale_shift="default", - use_gated_attention=False, + attention_type="default", resnet_skip_time_act=False, resnet_out_scale_factor=1.0, cross_attention_norm=None, @@ -310,7 +310,7 @@ def get_up_block( only_cross_attention=only_cross_attention, upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) elif up_block_type == "SimpleCrossAttnUpBlock2D": if cross_attention_dim is None: @@ -560,7 +560,7 @@ def __init__( dual_cross_attention=False, use_linear_projection=False, upcast_attention=False, - use_gated_attention=False, + attention_type="default", ): super().__init__() @@ -597,7 +597,7 @@ def __init__( norm_num_groups=resnet_groups, use_linear_projection=use_linear_projection, upcast_attention=upcast_attention, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) ) else: @@ -911,7 +911,7 @@ def __init__( use_linear_projection=False, only_cross_attention=False, upcast_attention=False, - use_gated_attention=False, + attention_type="default", ): super().__init__() resnets = [] @@ -948,7 +948,7 @@ def __init__( use_linear_projection=use_linear_projection, only_cross_attention=only_cross_attention, upcast_attention=upcast_attention, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) ) else: @@ -2053,7 +2053,7 @@ def __init__( use_linear_projection=False, only_cross_attention=False, upcast_attention=False, - use_gated_attention=False, + attention_type="default", ): super().__init__() resnets = [] @@ -2092,7 +2092,7 @@ def __init__( use_linear_projection=use_linear_projection, only_cross_attention=only_cross_attention, upcast_attention=upcast_attention, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) ) else: diff --git a/src/diffusers/models/unet_2d_condition.py b/src/diffusers/models/unet_2d_condition.py index a2560300b0dc..faf6487279ca 100644 --- a/src/diffusers/models/unet_2d_condition.py +++ b/src/diffusers/models/unet_2d_condition.py @@ -28,6 +28,7 @@ ImageHintTimeEmbedding, ImageProjection, ImageTimeEmbedding, + PositionNet, TextImageProjection, TextImageTimeEmbedding, TextTimeEmbedding, @@ -63,62 +64,6 @@ class UNet2DConditionOutput(BaseOutput): sample: torch.FloatTensor = None -class FourierEmbedder(nn.Module): - def __init__(self, num_freqs=64, temperature=100): - super().__init__() - - self.num_freqs = num_freqs - self.temperature = temperature - - freq_bands = temperature ** (torch.arange(num_freqs) / num_freqs) - freq_bands = freq_bands[None, None, None] - self.register_buffer("freq_bands", freq_bands, persistent=False) - - def __call__(self, x): - x = self.freq_bands * x.unsqueeze(-1) - return torch.stack((x.sin(), x.cos()), dim=-1).permute(0, 1, 3, 4, 2).reshape(*x.shape[:2], -1) - - -class PositionNet(nn.Module): - def __init__(self, positive_len, out_dim, fourier_freqs=8): - super().__init__() - self.positive_len = positive_len - self.out_dim = out_dim - - self.fourier_embedder = FourierEmbedder(num_freqs=fourier_freqs) - self.position_dim = fourier_freqs * 2 * 4 # 2: sin/cos, 4: xyxy - - if isinstance(out_dim, tuple): - out_dim = out_dim[0] - self.linears = nn.Sequential( - nn.Linear(self.positive_len + self.position_dim, 512), - nn.SiLU(), - nn.Linear(512, 512), - nn.SiLU(), - nn.Linear(512, out_dim), - ) - - self.null_positive_feature = torch.nn.Parameter(torch.zeros([self.positive_len])) - self.null_position_feature = torch.nn.Parameter(torch.zeros([self.position_dim])) - - def forward(self, boxes, masks, positive_embeddings): - masks = masks.unsqueeze(-1) - - # embedding position (it may includes padding as placeholder) - xyxy_embedding = self.fourier_embedder(boxes) # B*N*4 -> B*N*C - - # learnable null embedding - positive_null = self.null_positive_feature.view(1, 1, -1) - xyxy_null = self.null_position_feature.view(1, 1, -1) - - # replace padding with learnable null embedding - positive_embeddings = positive_embeddings * masks + (1 - masks) * positive_null - xyxy_embedding = xyxy_embedding * masks + (1 - masks) * xyxy_null - - objs = self.linears(torch.cat([positive_embeddings, xyxy_embedding], dim=-1)) - return objs - - class UNet2DConditionModel(ModelMixin, ConfigMixin, UNet2DConditionLoadersMixin): r""" A conditional 2D UNet model that takes a noisy sample, conditional state, and a timestep and returns a sample @@ -258,7 +203,7 @@ def __init__( conv_in_kernel: int = 3, conv_out_kernel: int = 3, projection_class_embeddings_input_dim: Optional[int] = None, - use_gated_attention: bool = False, + attention_type: str = "default", class_embeddings_concat: bool = False, mid_block_only_cross_attention: Optional[bool] = None, cross_attention_norm: Optional[str] = None, @@ -507,7 +452,7 @@ def __init__( only_cross_attention=only_cross_attention[i], upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, - use_gated_attention=use_gated_attention, + attention_type=attention_type, resnet_skip_time_act=resnet_skip_time_act, resnet_out_scale_factor=resnet_out_scale_factor, cross_attention_norm=cross_attention_norm, @@ -531,7 +476,7 @@ def __init__( dual_cross_attention=dual_cross_attention, use_linear_projection=use_linear_projection, upcast_attention=upcast_attention, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) elif mid_block_type == "UNetMidBlock2DSimpleCrossAttn": self.mid_block = UNetMidBlock2DSimpleCrossAttn( @@ -598,7 +543,7 @@ def __init__( only_cross_attention=only_cross_attention[i], upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, - use_gated_attention=use_gated_attention, + attention_type=attention_type, resnet_skip_time_act=resnet_skip_time_act, resnet_out_scale_factor=resnet_out_scale_factor, cross_attention_norm=cross_attention_norm, @@ -624,7 +569,7 @@ def __init__( block_out_channels[0], out_channels, kernel_size=conv_out_kernel, padding=conv_out_padding ) - if use_gated_attention: + if attention_type == "gated": self.position_net = PositionNet(positive_len=768, out_dim=cross_attention_dim) @property diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py index 0122080e07dc..2d1cb8c8b6a2 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -1,4 +1,4 @@ -# Copyright 2023 The HuggingFace Team. All rights reserved. +# Copyright 2023 The GLIGEN Authors and HuggingFace Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -22,6 +22,8 @@ from transformers import CLIPFeatureExtractor, CLIPTextModel, CLIPTokenizer from ...configuration_utils import FrozenDict +from ...image_processor import VaeImageProcessor +from ...loaders import LoraLoaderMixin, TextualInversionLoaderMixin from ...models import AutoencoderKL, UNet2DConditionModel from ...schedulers import KarrasDiffusionSchedulers from ...utils import ( @@ -43,43 +45,64 @@ Examples: ```py >>> import torch - >>> from diffusers import StableDiffusionPipeline - - >>> pipe = StableDiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5", torch_dtype=torch.float16) + >>> import torchvision + >>> from diffusers import StableDiffusionGLIGENPipeline + >>> from diffusers.utils import load_image + + >>> pipe = StableDiffusionGLIGENPipeline.from_pretrained( + ... "masterful/gligen-1-4-inpainting-text-box", + ... variant="fp16", + ... torch_dtype=torch.float16 + ... ) >>> pipe = pipe.to("cuda") - >>> prompt = "a photo of an astronaut riding a horse on mars" - >>> image = pipe(prompt).images[0] + >>> input_image = load_image("https://hf.co/datasets/huggingface/documentation-images/resolve/main/diffusers/gligen/livingroom_modern.png") + >>> prompt = "a birthday cake" + >>> boxes = [[0.2676,0.6088,0.4773,0.7183]] + >>> phrases=["a birthday cake"] + + >>> images = pipe( + ... prompt=prompt, + ... num_images_per_prompt=1, + ... gligen_phrases=phrases, + ... gligen_inpaint_image=input_image, + ... gligen_boxes=boxes, + ... gligen_scheduled_sampling_beta=1, + ... output_type="numpy", + ... num_inference_steps=50, + ... ).images + + >>> images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) + >>> torchvision.utils.save_image(images, "./gligen-1-4-inpainting-text-box.jpg", nrow=1, normalize=False) ``` """ class StableDiffusionGLIGENPipeline(DiffusionPipeline): r""" - Pipeline for text-to-image generation using Stable Diffusion. + Pipeline for text-to-image generation using Stable Diffusion with Grounded-Language-to-Image Generation (GLIGEN). This model inherits from [`DiffusionPipeline`]. Check the superclass documentation for the generic methods the library implements for all the pipelines (such as downloading or saving, running on a particular device, etc.) Args: vae ([`AutoencoderKL`]): - Variational Auto-Encoder (VAE) Model to encode and decode images to and from latent representations. - text_encoder ([`CLIPTextModel`]): - Frozen text-encoder. Stable Diffusion uses the text portion of - [CLIP](https://huggingface.co/docs/transformers/model_doc/clip#transformers.CLIPTextModel), specifically - the [clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14) variant. - tokenizer (`CLIPTokenizer`): - Tokenizer of class - [CLIPTokenizer](https://huggingface.co/docs/transformers/v4.21.0/en/model_doc/clip#transformers.CLIPTokenizer). - unet ([`UNet2DConditionModel`]): Conditional U-Net architecture to denoise the encoded image latents. + Variational Auto-Encoder (VAE) model to encode and decode images to and from latent representations. + text_encoder ([`~transformers.CLIPTextModel`]): + Frozen text-encoder ([clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14)). + tokenizer ([`~transformers.CLIPTokenizer`]): + A `CLIPTokenizer` to tokenize text. + unet ([`UNet2DConditionModel`]): + A `UNet2DConditionModel` to denoise the encoded image latents. scheduler ([`SchedulerMixin`]): A scheduler to be used in combination with `unet` to denoise the encoded image latents. Can be one of [`DDIMScheduler`], [`LMSDiscreteScheduler`], or [`PNDMScheduler`]. safety_checker ([`StableDiffusionSafetyChecker`]): Classification module that estimates whether generated images could be considered offensive or harmful. - Please, refer to the [model card](https://huggingface.co/runwayml/stable-diffusion-v1-5) for details. - feature_extractor ([`CLIPFeatureExtractor`]): - Model that extracts features from generated images to be used as inputs for the `safety_checker`. + Please refer to the [model card](https://huggingface.co/runwayml/stable-diffusion-v1-5) for more details + about a model's potential harms. + feature_extractor ([`~transformers.CLIPImageProcessor`]): + A `CLIPImageProcessor` to extract features from generated images; used as inputs to the `safety_checker`. """ _optional_components = ["safety_checker", "feature_extractor"] @@ -170,71 +193,43 @@ def __init__( feature_extractor=feature_extractor, ) self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) + self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor, do_convert_rgb=True) self.register_to_config(requires_safety_checker=requires_safety_checker) def enable_vae_slicing(self): r""" - Enable sliced VAE decoding. - - When this option is enabled, the VAE will split the input tensor in slices to compute decoding in several - steps. This is useful to save some memory and allow larger batch sizes. + Enable sliced VAE decoding. When this option is enabled, the VAE will split the input tensor in slices to + compute decoding in several steps. This is useful to save some memory and allow larger batch sizes. """ self.vae.enable_slicing() def disable_vae_slicing(self): r""" - Disable sliced VAE decoding. If `enable_vae_slicing` was previously invoked, this method will go back to + Disable sliced VAE decoding. If `enable_vae_slicing` was previously enabled, this method will go back to computing decoding in one step. """ self.vae.disable_slicing() def enable_vae_tiling(self): r""" - Enable tiled VAE decoding. - - When this option is enabled, the VAE will split the input tensor into tiles to compute decoding and encoding in - several steps. This is useful to save a large amount of memory and to allow the processing of larger images. + Enable tiled VAE decoding. When this option is enabled, the VAE will split the input tensor into tiles to + compute decoding and encoding in several steps. This is useful for saving a large amount of memory and to allow processing larger images. """ self.vae.enable_tiling() def disable_vae_tiling(self): r""" - Disable tiled VAE decoding. If `enable_vae_tiling` was previously invoked, this method will go back to + Disable tiled VAE decoding. If `enable_vae_tiling` was previously enabled, this method will go back to computing decoding in one step. """ self.vae.disable_tiling() - def enable_sequential_cpu_offload(self, gpu_id=0): - r""" - Offloads all models to CPU using accelerate, significantly reducing memory usage. When called, unet, - text_encoder, vae and safety checker have their state dicts saved to CPU and then are moved to a - `torch.device('meta') and loaded to GPU only when their specific submodule has its `forward` method called. - Note that offloading happens on a submodule basis. Memory savings are higher than with - `enable_model_cpu_offload`, but performance is lower. - """ - if is_accelerate_available() and is_accelerate_version(">=", "0.14.0"): - from accelerate import cpu_offload - else: - raise ImportError("`enable_sequential_cpu_offload` requires `accelerate v0.14.0` or higher") - - device = torch.device(f"cuda:{gpu_id}") - - if self.device.type != "cpu": - self.to("cpu", silence_dtype_warnings=True) - torch.cuda.empty_cache() # otherwise we don't see the memory savings (but they probably exist) - - for cpu_offloaded_model in [self.unet, self.text_encoder, self.vae]: - cpu_offload(cpu_offloaded_model, device) - - if self.safety_checker is not None: - cpu_offload(self.safety_checker, execution_device=device, offload_buffers=True) - def enable_model_cpu_offload(self, gpu_id=0): r""" - Offloads all models to CPU using accelerate, reducing memory usage with a low impact on performance. Compared - to `enable_sequential_cpu_offload`, this method moves one whole model at a time to the GPU when its `forward` - method is called, and the model remains in GPU until the next model runs. Memory savings are lower than with - `enable_sequential_cpu_offload`, but performance is much better due to the iterative execution of the `unet`. + Offload all models to CPU to reduce memory usage with a low impact on performance. Moves one whole model at a + time to the GPU when its `forward` method is called, and the model remains in GPU until the next model runs. + Memory savings are lower than using `enable_sequential_cpu_offload`, but performance is much better due to the + iterative execution of the `unet`. """ if is_accelerate_available() and is_accelerate_version(">=", "0.17.0.dev0"): from accelerate import cpu_offload_with_hook @@ -257,24 +252,7 @@ def enable_model_cpu_offload(self, gpu_id=0): # We'll offload the last model manually. self.final_offload_hook = hook - @property - def _execution_device(self): - r""" - Returns the device on which the pipeline's models will be executed. After calling - `pipeline.enable_sequential_cpu_offload()` the execution device can only be inferred from Accelerate's module - hooks. - """ - if not hasattr(self.unet, "_hf_hook"): - return self.device - for module in self.unet.modules(): - if ( - hasattr(module, "_hf_hook") - and hasattr(module._hf_hook, "execution_device") - and module._hf_hook.execution_device is not None - ): - return torch.device(module._hf_hook.execution_device) - return self.device - + # Copied from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion.StableDiffusionPipeline._encode_prompt def _encode_prompt( self, prompt, @@ -284,6 +262,7 @@ def _encode_prompt( negative_prompt=None, prompt_embeds: Optional[torch.FloatTensor] = None, negative_prompt_embeds: Optional[torch.FloatTensor] = None, + lora_scale: Optional[float] = None, ): r""" Encodes the prompt into text encoder hidden states. @@ -299,8 +278,8 @@ def _encode_prompt( whether to use classifier free guidance or not negative_prompt (`str` or `List[str]`, *optional*): The prompt or prompts not to guide the image generation. If not defined, one has to pass - `negative_prompt_embeds`. instead. If not defined, one has to pass `negative_prompt_embeds`. instead. - Ignored when not using guidance (i.e., ignored if `guidance_scale` is less than `1`). + `negative_prompt_embeds` instead. Ignored when not using guidance (i.e., ignored if `guidance_scale` is + less than `1`). prompt_embeds (`torch.FloatTensor`, *optional*): Pre-generated text embeddings. Can be used to easily tweak text inputs, *e.g.* prompt weighting. If not provided, text embeddings will be generated from `prompt` input argument. @@ -308,7 +287,14 @@ def _encode_prompt( Pre-generated negative text embeddings. Can be used to easily tweak text inputs, *e.g.* prompt weighting. If not provided, negative_prompt_embeds will be generated from `negative_prompt` input argument. + lora_scale (`float`, *optional*): + A lora scale that will be applied to all LoRA layers of the text encoder if LoRA layers are loaded. """ + # set lora scale so that monkey patched LoRA + # function of text encoder can correctly access it + if lora_scale is not None and isinstance(self, LoraLoaderMixin): + self._lora_scale = lora_scale + if prompt is not None and isinstance(prompt, str): batch_size = 1 elif prompt is not None and isinstance(prompt, list): @@ -317,6 +303,10 @@ def _encode_prompt( batch_size = prompt_embeds.shape[0] if prompt_embeds is None: + # textual inversion: procecss multi-vector tokens if necessary + if isinstance(self, TextualInversionLoaderMixin): + prompt = self.maybe_convert_prompt(prompt, self.tokenizer) + text_inputs = self.tokenizer( prompt, padding="max_length", @@ -361,7 +351,7 @@ def _encode_prompt( uncond_tokens: List[str] if negative_prompt is None: uncond_tokens = [""] * batch_size - elif type(prompt) is not type(negative_prompt): + elif prompt is not None and type(prompt) is not type(negative_prompt): raise TypeError( f"`negative_prompt` should be the same type to `prompt`, but got {type(negative_prompt)} !=" f" {type(prompt)}." @@ -377,6 +367,10 @@ def _encode_prompt( else: uncond_tokens = negative_prompt + # textual inversion: procecss multi-vector tokens if necessary + if isinstance(self, TextualInversionLoaderMixin): + uncond_tokens = self.maybe_convert_prompt(uncond_tokens, self.tokenizer) + max_length = prompt_embeds.shape[1] uncond_input = self.tokenizer( uncond_tokens, @@ -413,24 +407,21 @@ def _encode_prompt( return prompt_embeds + # Copied from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion.StableDiffusionPipeline.run_safety_checker def run_safety_checker(self, image, device, dtype): - if self.safety_checker is not None: - safety_checker_input = self.feature_extractor(self.numpy_to_pil(image), return_tensors="pt").to(device) + if self.safety_checker is None: + has_nsfw_concept = None + else: + if torch.is_tensor(image): + feature_extractor_input = self.image_processor.postprocess(image, output_type="pil") + else: + feature_extractor_input = self.image_processor.numpy_to_pil(image) + safety_checker_input = self.feature_extractor(feature_extractor_input, return_tensors="pt").to(device) image, has_nsfw_concept = self.safety_checker( images=image, clip_input=safety_checker_input.pixel_values.to(dtype) ) - else: - has_nsfw_concept = None return image, has_nsfw_concept - def decode_latents(self, latents): - latents = 1 / self.vae.config.scaling_factor * latents - image = self.vae.decode(latents).sample - image = (image / 2 + 0.5).clamp(0, 1) - # we always cast to float32 as this does not cause significant overhead and is compatible with bfloat16 - image = image.cpu().permute(0, 2, 3, 1).float().numpy() - return image - def prepare_extra_step_kwargs(self, generator, eta): # prepare extra kwargs for the scheduler step, since not all schedulers have the same signature # eta (η) is only used with the DDIMScheduler, it will be ignored for other schedulers. @@ -546,73 +537,83 @@ def __call__( cross_attention_kwargs: Optional[Dict[str, Any]] = None, ): r""" - Function invoked when calling the pipeline for generation. + The call function to the pipeline for generation. Args: prompt (`str` or `List[str]`, *optional*): - The prompt or prompts to guide the image generation. If not defined, one has to pass `prompt_embeds`. - instead. - height (`int`, *optional*, defaults to self.unet.config.sample_size * self.vae_scale_factor): + The prompt or prompts to guide image generation. If not defined, you need to pass `prompt_embeds`. + height (`int`, *optional*, defaults to `self.unet.config.sample_size * self.vae_scale_factor`): The height in pixels of the generated image. - width (`int`, *optional*, defaults to self.unet.config.sample_size * self.vae_scale_factor): + width (`int`, *optional*, defaults to `self.unet.config.sample_size * self.vae_scale_factor`): The width in pixels of the generated image. num_inference_steps (`int`, *optional*, defaults to 50): The number of denoising steps. More denoising steps usually lead to a higher quality image at the expense of slower inference. guidance_scale (`float`, *optional*, defaults to 7.5): - Guidance scale as defined in [Classifier-Free Diffusion Guidance](https://arxiv.org/abs/2207.12598). - `guidance_scale` is defined as `w` of equation 2. of [Imagen - Paper](https://arxiv.org/pdf/2205.11487.pdf). Guidance scale is enabled by setting `guidance_scale > - 1`. Higher guidance scale encourages to generate images that are closely linked to the text `prompt`, - usually at the expense of lower image quality. + A higher guidance scale value encourages the model to generate images closely linked to the text + `prompt` at the expense of lower image quality. Guidance scale is enabled when `guidance_scale > 1`. + gligen_phrases (`List[str]`): + The phrases to guide what to include in each of the regions defined by the correspoinding gligen_boxes + (i.e., one phrase per bounding box). + gligen_boxes (`List[List[float]]`): + The bounding boxes that identify rectangular regions of the image that are going to be filled with the + content described by the corresponding gligen_phrases. Each rectangular box is defined as `List[float]` + of 4 elements [xmin,ymin,xmax,ymax] where each value is between [0,1] + gligen_inpaint_image (`PIL.Image.Image`, *optional*): + The input image, if provided, it will be inpainted with objects described by the + gligen_boxes and gligen_phrases. Otherwise, treated as a generation task on a blank input image. + gligen_scheduled_sampling_beta (`float`, defaults to 0.3): + Scheduled Sampling factor from [GLIGEN: Open-Set Grounded Text-to-Image + Generation](https://arxiv.org/pdf/2301.07093.pdf). Scheduled Sampling factor is only varied for + scheduled sampling during inference for improved quality and controllability. negative_prompt (`str` or `List[str]`, *optional*): - The prompt or prompts not to guide the image generation. If not defined, one has to pass - `negative_prompt_embeds`. instead. If not defined, one has to pass `negative_prompt_embeds`. instead. - Ignored when not using guidance (i.e., ignored if `guidance_scale` is less than `1`). + The prompt or prompts to guide what to not include in image generation. If not defined, you need to + pass `negative_prompt_embeds` instead. Ignored when not using guidance (`guidance_scale < 1`). num_images_per_prompt (`int`, *optional*, defaults to 1): The number of images to generate per prompt. eta (`float`, *optional*, defaults to 0.0): - Corresponds to parameter eta (η) in the DDIM paper: https://arxiv.org/abs/2010.02502. Only applies to - [`schedulers.DDIMScheduler`], will be ignored for others. + Corresponds to parameter eta (η) from the [DDIM](https://arxiv.org/abs/2010.02502) paper. Only applies + to the [`~schedulers.DDIMScheduler`], and is ignored in other schedulers. generator (`torch.Generator` or `List[torch.Generator]`, *optional*): - One or a list of [torch generator(s)](https://pytorch.org/docs/stable/generated/torch.Generator.html) - to make generation deterministic. + A [`torch.Generator`](https://pytorch.org/docs/stable/generated/torch.Generator.html) to make + generation deterministic. latents (`torch.FloatTensor`, *optional*): - Pre-generated noisy latents, sampled from a Gaussian distribution, to be used as inputs for image + Pre-generated noisy latents sampled from a Gaussian distribution, to be used as inputs for image generation. Can be used to tweak the same generation with different prompts. If not provided, a latents - tensor will ge generated by sampling using the supplied random `generator`. + tensor is generated by sampling using the supplied random `generator`. prompt_embeds (`torch.FloatTensor`, *optional*): - Pre-generated text embeddings. Can be used to easily tweak text inputs, *e.g.* prompt weighting. If not - provided, text embeddings will be generated from `prompt` input argument. + Pre-generated text embeddings. Can be used to easily tweak text inputs (prompt weighting). If not + provided, text embeddings are generated from the `prompt` input argument. negative_prompt_embeds (`torch.FloatTensor`, *optional*): - Pre-generated negative text embeddings. Can be used to easily tweak text inputs, *e.g.* prompt - weighting. If not provided, negative_prompt_embeds will be generated from `negative_prompt` input - argument. + Pre-generated negative text embeddings. Can be used to easily tweak text inputs (prompt weighting). If + not provided, `negative_prompt_embeds` are generated from the `negative_prompt` input argument. output_type (`str`, *optional*, defaults to `"pil"`): - The output format of the generate image. Choose between - [PIL](https://pillow.readthedocs.io/en/stable/): `PIL.Image.Image` or `np.array`. + The output format of the generated image. Choose between `PIL.Image` or `np.array`. return_dict (`bool`, *optional*, defaults to `True`): Whether or not to return a [`~pipelines.stable_diffusion.StableDiffusionPipelineOutput`] instead of a plain tuple. callback (`Callable`, *optional*): - A function that will be called every `callback_steps` steps during inference. The function will be - called with the following arguments: `callback(step: int, timestep: int, latents: torch.FloatTensor)`. + A function that calls every `callback_steps` steps during inference. The function is called with the + following arguments: `callback(step: int, timestep: int, latents: torch.FloatTensor)`. callback_steps (`int`, *optional*, defaults to 1): - The frequency at which the `callback` function will be called. If not specified, the callback will be - called at every step. + The frequency at which the `callback` function is called. If not specified, the callback is called at + every step. cross_attention_kwargs (`dict`, *optional*): - A kwargs dictionary that if specified is passed along to the `AttnProcessor` as defined under - `self.processor` in - [diffusers.cross_attention](https://github.com/huggingface/diffusers/blob/main/src/diffusers/models/cross_attention.py). + A kwargs dictionary that if specified is passed along to the [`AttentionProcessor`] as defined in + [`self.processor`](https://github.com/huggingface/diffusers/blob/main/src/diffusers/models/attention_processor.py). + guidance_rescale (`float`, *optional*, defaults to 0.7): + Guidance rescale factor from [Common Diffusion Noise Schedules and Sample Steps are + Flawed](https://arxiv.org/pdf/2305.08891.pdf). Guidance rescale factor should fix overexposure when + using zero terminal SNR. Examples: Returns: [`~pipelines.stable_diffusion.StableDiffusionPipelineOutput`] or `tuple`: - [`~pipelines.stable_diffusion.StableDiffusionPipelineOutput`] if `return_dict` is True, otherwise a `tuple. - When returning a tuple, the first element is a list with the generated images, and the second element is a - list of `bool`s denoting whether the corresponding generated image likely represents "not-safe-for-work" - (nsfw) content, according to the `safety_checker`. + If `return_dict` is `True`, [`~pipelines.stable_diffusion.StableDiffusionPipelineOutput`] is returned, + otherwise a `tuple` is returned where the first element is a list with the generated images and the + second element is a list of `bool`s indicating whether the corresponding generated image contains + "not-safe-for-work" (nsfw) content. """ # 0. Default height and width to unet height = height or self.unet.config.sample_size * self.vae_scale_factor @@ -679,17 +680,24 @@ def draw_inpaint_mask_from_boxes(boxes, size): assert batch_size == 1 max_objs = 30 _boxes = gligen_boxes + # prepare batched input to the PositionNet (boxes, phrases, mask) + # Get tokens for phrases from pre-trained CLIPTokenizer tokenizer_inputs = self.tokenizer(gligen_phrases, padding=True, return_tensors="pt").to( self.text_encoder.device ) + # For the token, we use the same pre-trained text encoder + # to obtain its text feature _text_embeddings = self.text_encoder(**tokenizer_inputs).pooler_output n_objs = min(len(_boxes), max_objs) device = self.text_encoder.device dtype = self.text_encoder.dtype + # For each entity, described in phrases, is denoted with a bounding box, + # we represent the location information as (xmin,ymin,xmax,ymax) boxes = torch.zeros(max_objs, 4, device=device, dtype=dtype) boxes[:n_objs] = torch.tensor(_boxes[:n_objs]) text_embeddings = torch.zeros(max_objs, 768, device=device, dtype=dtype) text_embeddings[:n_objs] = _text_embeddings[:n_objs] + # Generate a mask for each object that is entity described by phrases masks = torch.zeros(max_objs, device=device, dtype=dtype) masks[:n_objs] = 1 @@ -707,6 +715,8 @@ def draw_inpaint_mask_from_boxes(boxes, size): # Prepare latent variables for GLIGEN inpainting if gligen_inpaint_image is not None: + # if the given input image is not of the same size as expected by VAE + # center crop and resize the input image to expected shape if gligen_inpaint_image.size != (self.vae.sample_size, self.vae.sample_size): def crop(im, new_width, new_height): @@ -726,11 +736,19 @@ def target_size_center_crop(im, new_hw): gligen_inpaint_image = target_size_center_crop(gligen_inpaint_image, self.vae.sample_size) gligen_inpaint_image = torch.from_numpy(np.asarray(gligen_inpaint_image)) + # Convert a single image into a batch of images with a batch size of 1 + # The resulting shape becomes (1, C, H, W), where C is the number of channels, + # and H and W are the height and width of the image. gligen_inpaint_image = gligen_inpaint_image.unsqueeze(0).permute(0, 3, 1, 2) + # scales the pixel values to a range [-1, 1] gligen_inpaint_image = gligen_inpaint_image.to(dtype=torch.float32) / 127.5 - 1.0 gligen_inpaint_image = gligen_inpaint_image.to(dtype=self.vae.dtype, device=self.vae.device) + # Run AutoEncoder to get corresponding latents gligen_inpaint_latent = self.vae.encode(gligen_inpaint_image).latent_dist.sample() gligen_inpaint_latent = self.vae.config.scaling_factor * gligen_inpaint_latent + # Generate an inpainting mask + # pixel value = 0, where the object is present (defined by bounding boxes above) + # 1, everywhere else gligen_inpaint_mask = draw_inpaint_mask_from_boxes(_boxes[:n_objs], gligen_inpaint_latent.shape[2:]) gligen_inpaint_mask = gligen_inpaint_mask.to( dtype=gligen_inpaint_latent.dtype, device=gligen_inpaint_latent.device @@ -739,6 +757,7 @@ def target_size_center_crop(im, new_hw): gligen_inpaint_mask_addition = torch.cat( (gligen_inpaint_latent * gligen_inpaint_mask, gligen_inpaint_mask), dim=1 ) + # Convert a single mask into a batch of masks with a batch size of 1 gligen_inpaint_mask_addition = gligen_inpaint_mask_addition.expand(repeat_batch, -1, -1, -1).clone() num_grounding_steps = int(gligen_scheduled_sampling_beta * len(timesteps)) @@ -797,24 +816,19 @@ def target_size_center_crop(im, new_hw): if callback is not None and i % callback_steps == 0: callback(i, t, latents) - if output_type == "latent": + if not output_type == "latent": + image = self.vae.decode(latents / self.vae.config.scaling_factor, return_dict=False)[0] + image, has_nsfw_concept = self.run_safety_checker(image, device, prompt_embeds.dtype) + else: image = latents has_nsfw_concept = None - elif output_type == "pil": - # 8. Post-processing - image = self.decode_latents(latents) - # 9. Run safety checker - image, has_nsfw_concept = self.run_safety_checker(image, device, prompt_embeds.dtype) - - # 10. Convert to PIL - image = self.numpy_to_pil(image) + if has_nsfw_concept is None: + do_denormalize = [True] * image.shape[0] else: - # 8. Post-processing - image = self.decode_latents(latents) + do_denormalize = [not has_nsfw for has_nsfw in has_nsfw_concept] - # 9. Run safety checker - image, has_nsfw_concept = self.run_safety_checker(image, device, prompt_embeds.dtype) + image = self.image_processor.postprocess(image, output_type=output_type, do_denormalize=do_denormalize) # Offload last model to CPU if hasattr(self, "final_offload_hook") and self.final_offload_hook is not None: diff --git a/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py b/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py index 77f949e27c19..7e3365da3904 100644 --- a/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py +++ b/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py @@ -354,7 +354,7 @@ def __init__( conv_in_kernel: int = 3, conv_out_kernel: int = 3, projection_class_embeddings_input_dim: Optional[int] = None, - use_gated_attention: bool = False, + attention_type: str = "default", class_embeddings_concat: bool = False, mid_block_only_cross_attention: Optional[bool] = None, cross_attention_norm: Optional[str] = None, @@ -613,7 +613,7 @@ def __init__( only_cross_attention=only_cross_attention[i], upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, - use_gated_attention=use_gated_attention, + attention_type=attention_type, resnet_skip_time_act=resnet_skip_time_act, resnet_out_scale_factor=resnet_out_scale_factor, cross_attention_norm=cross_attention_norm, @@ -637,7 +637,7 @@ def __init__( dual_cross_attention=dual_cross_attention, use_linear_projection=use_linear_projection, upcast_attention=upcast_attention, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) elif mid_block_type == "UNetMidBlockFlatSimpleCrossAttn": self.mid_block = UNetMidBlockFlatSimpleCrossAttn( @@ -704,7 +704,7 @@ def __init__( only_cross_attention=only_cross_attention[i], upcast_attention=upcast_attention, resnet_time_scale_shift=resnet_time_scale_shift, - use_gated_attention=use_gated_attention, + attention_type=attention_type, resnet_skip_time_act=resnet_skip_time_act, resnet_out_scale_factor=resnet_out_scale_factor, cross_attention_norm=cross_attention_norm, @@ -730,7 +730,7 @@ def __init__( block_out_channels[0], out_channels, kernel_size=conv_out_kernel, padding=conv_out_padding ) - if use_gated_attention: + if attention_type == "gated": self.position_net = PositionNet(positive_len=768, out_dim=cross_attention_dim) @property @@ -1400,7 +1400,7 @@ def __init__( use_linear_projection=False, only_cross_attention=False, upcast_attention=False, - use_gated_attention=False, + attention_type="default", ): super().__init__() resnets = [] @@ -1437,7 +1437,7 @@ def __init__( use_linear_projection=use_linear_projection, only_cross_attention=only_cross_attention, upcast_attention=upcast_attention, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) ) else: @@ -1643,7 +1643,7 @@ def __init__( use_linear_projection=False, only_cross_attention=False, upcast_attention=False, - use_gated_attention=False, + attention_type="default", ): super().__init__() resnets = [] @@ -1682,7 +1682,7 @@ def __init__( use_linear_projection=use_linear_projection, only_cross_attention=only_cross_attention, upcast_attention=upcast_attention, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) ) else: @@ -1790,7 +1790,7 @@ def __init__( dual_cross_attention=False, use_linear_projection=False, upcast_attention=False, - use_gated_attention=False, + attention_type="default", ): super().__init__() @@ -1827,7 +1827,7 @@ def __init__( norm_num_groups=resnet_groups, use_linear_projection=use_linear_projection, upcast_attention=upcast_attention, - use_gated_attention=use_gated_attention, + attention_type=attention_type, ) ) else: From bf67c27abd6364dffd90233a84ccb94da8b8a0d9 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Tue, 8 Aug 2023 16:29:57 -0700 Subject: [PATCH 08/16] GLIGEN: Fix E721 Do not compare types, use `isinstance()` failures --- .../pipelines/audio_diffusion/pipeline_audio_diffusion.py | 2 +- .../stable_diffusion_xl/pipeline_stable_diffusion_xl.py | 2 +- .../pipeline_stable_diffusion_xl_img2img.py | 2 +- .../pipeline_stable_diffusion_xl_inpaint.py | 2 +- tests/pipelines/consistency_models/test_consistency_models.py | 2 +- tests/pipelines/unidiffuser/test_unidiffuser.py | 4 ++-- 6 files changed, 7 insertions(+), 7 deletions(-) diff --git a/src/diffusers/pipelines/audio_diffusion/pipeline_audio_diffusion.py b/src/diffusers/pipelines/audio_diffusion/pipeline_audio_diffusion.py index 74737560cd8e..795f8ca7286e 100644 --- a/src/diffusers/pipelines/audio_diffusion/pipeline_audio_diffusion.py +++ b/src/diffusers/pipelines/audio_diffusion/pipeline_audio_diffusion.py @@ -178,7 +178,7 @@ def __call__( self.scheduler.set_timesteps(steps) step_generator = step_generator or generator # For backwards compatibility - if type(self.unet.config.sample_size) == int: + if isinstance(self.unet.config.sample_size, int): self.unet.config.sample_size = (self.unet.config.sample_size, self.unet.config.sample_size) if noise is None: noise = randn_tensor( diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py index dcc77ead9fd1..de993c85cd83 100644 --- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py +++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py @@ -790,7 +790,7 @@ def __call__( num_warmup_steps = max(len(timesteps) - num_inference_steps * self.scheduler.order, 0) # 7.1 Apply denoising_end - if denoising_end is not None and type(denoising_end) == float and denoising_end > 0 and denoising_end < 1: + if denoising_end is not None and isinstance(denoising_end, float) and denoising_end > 0 and denoising_end < 1: discrete_timestep_cutoff = int( round( self.scheduler.config.num_train_timesteps diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py index a37788ab2bbe..feea5cb6ab7b 100644 --- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py +++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py @@ -874,7 +874,7 @@ def __call__( # 5. Prepare timesteps def denoising_value_valid(dnv): - return type(denoising_end) == float and 0 < dnv < 1 + return isinstance(denoising_end, float) and 0 < dnv < 1 self.scheduler.set_timesteps(num_inference_steps, device=device) timesteps, num_inference_steps = self.get_timesteps( diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py index 0c57b3af7277..edd4154b3f17 100644 --- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py +++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py @@ -1079,7 +1079,7 @@ def __call__( # 4. set timesteps def denoising_value_valid(dnv): - return type(denoising_end) == float and 0 < dnv < 1 + return isinstance(denoising_end, float) and 0 < dnv < 1 self.scheduler.set_timesteps(num_inference_steps, device=device) timesteps, num_inference_steps = self.get_timesteps( diff --git a/tests/pipelines/consistency_models/test_consistency_models.py b/tests/pipelines/consistency_models/test_consistency_models.py index 8dce90318505..1077aa9fd73c 100644 --- a/tests/pipelines/consistency_models/test_consistency_models.py +++ b/tests/pipelines/consistency_models/test_consistency_models.py @@ -187,7 +187,7 @@ def get_inputs(self, seed=0, get_fixed_latents=False, device="cpu", dtype=torch. return inputs def get_fixed_latents(self, seed=0, device="cpu", dtype=torch.float32, shape=(1, 3, 64, 64)): - if type(device) == str: + if isinstance(device, str): device = torch.device(device) generator = torch.Generator(device=device).manual_seed(seed) latents = randn_tensor(shape, generator=generator, device=device, dtype=dtype) diff --git a/tests/pipelines/unidiffuser/test_unidiffuser.py b/tests/pipelines/unidiffuser/test_unidiffuser.py index 06cb451281c9..b9953ec65279 100644 --- a/tests/pipelines/unidiffuser/test_unidiffuser.py +++ b/tests/pipelines/unidiffuser/test_unidiffuser.py @@ -109,7 +109,7 @@ def get_dummy_inputs(self, device, seed=0): return inputs def get_fixed_latents(self, device, seed=0): - if type(device) == str: + if isinstance(device, str): device = torch.device(device) generator = torch.Generator(device=device).manual_seed(seed) # Hardcode the shapes for now. @@ -545,7 +545,7 @@ def get_inputs(self, device, seed=0, generate_latents=False): return inputs def get_fixed_latents(self, device, seed=0): - if type(device) == str: + if isinstance(device, str): device = torch.device(device) latent_device = torch.device("cpu") generator = torch.Generator(device=latent_device).manual_seed(seed) From c029794f26043d86a506386225ce98cf3364162a Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Tue, 8 Aug 2023 17:39:19 -0700 Subject: [PATCH 09/16] GLIGEN : Ensure _encode_prompt() copy matches to StableDiffusionPipeline --- .../pipeline_stable_diffusion_gligen.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py index 2d1cb8c8b6a2..f8857fd85ce9 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -339,7 +339,14 @@ def _encode_prompt( ) prompt_embeds = prompt_embeds[0] - prompt_embeds = prompt_embeds.to(dtype=self.text_encoder.dtype, device=device) + if self.text_encoder is not None: + prompt_embeds_dtype = self.text_encoder.dtype + elif self.unet is not None: + prompt_embeds_dtype = self.unet.dtype + else: + prompt_embeds_dtype = prompt_embeds.dtype + + prompt_embeds = prompt_embeds.to(dtype=prompt_embeds_dtype, device=device) bs_embed, seq_len, _ = prompt_embeds.shape # duplicate text embeddings for each generation per prompt, using mps friendly method @@ -395,7 +402,7 @@ def _encode_prompt( # duplicate unconditional embeddings for each generation per prompt, using mps friendly method seq_len = negative_prompt_embeds.shape[1] - negative_prompt_embeds = negative_prompt_embeds.to(dtype=self.text_encoder.dtype, device=device) + negative_prompt_embeds = negative_prompt_embeds.to(dtype=prompt_embeds_dtype, device=device) negative_prompt_embeds = negative_prompt_embeds.repeat(1, num_images_per_prompt, 1) negative_prompt_embeds = negative_prompt_embeds.view(batch_size * num_images_per_prompt, seq_len, -1) From c9332ac5eb684d7376a5ee01670a3010c3d51062 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Tue, 8 Aug 2023 17:42:56 -0700 Subject: [PATCH 10/16] GLIGEN: Fix ruff E721 failure in unidiffuser/test_unidiffuser.py --- tests/pipelines/unidiffuser/test_unidiffuser.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/pipelines/unidiffuser/test_unidiffuser.py b/tests/pipelines/unidiffuser/test_unidiffuser.py index a639f985d05f..218162b2f12d 100644 --- a/tests/pipelines/unidiffuser/test_unidiffuser.py +++ b/tests/pipelines/unidiffuser/test_unidiffuser.py @@ -648,7 +648,7 @@ def get_inputs(self, device, seed=0, generate_latents=False): return inputs def get_fixed_latents(self, device, seed=0): - if type(device) == str: + if isinstance(device, str): device = torch.device(device) latent_device = torch.device("cpu") generator = torch.Generator(device=latent_device).manual_seed(seed) From 1705e1584ee4e3e202ef1545ca5221caf592e603 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Tue, 8 Aug 2023 20:02:35 -0700 Subject: [PATCH 11/16] GLIGEN: doc_builder: restyle pipeline_stable_diffusion_gligen.py --- .../pipeline_stable_diffusion_gligen.py | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py index f8857fd85ce9..a22d80f1a066 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -50,16 +50,16 @@ >>> from diffusers.utils import load_image >>> pipe = StableDiffusionGLIGENPipeline.from_pretrained( - ... "masterful/gligen-1-4-inpainting-text-box", - ... variant="fp16", - ... torch_dtype=torch.float16 + ... "masterful/gligen-1-4-inpainting-text-box", variant="fp16", torch_dtype=torch.float16 ... ) >>> pipe = pipe.to("cuda") - >>> input_image = load_image("https://hf.co/datasets/huggingface/documentation-images/resolve/main/diffusers/gligen/livingroom_modern.png") + >>> input_image = load_image( + ... "https://hf.co/datasets/huggingface/documentation-images/resolve/main/diffusers/gligen/livingroom_modern.png" + ... ) >>> prompt = "a birthday cake" - >>> boxes = [[0.2676,0.6088,0.4773,0.7183]] - >>> phrases=["a birthday cake"] + >>> boxes = [[0.2676, 0.6088, 0.4773, 0.7183]] + >>> phrases = ["a birthday cake"] >>> images = pipe( ... prompt=prompt, @@ -213,7 +213,8 @@ def disable_vae_slicing(self): def enable_vae_tiling(self): r""" Enable tiled VAE decoding. When this option is enabled, the VAE will split the input tensor into tiles to - compute decoding and encoding in several steps. This is useful for saving a large amount of memory and to allow processing larger images. + compute decoding and encoding in several steps. This is useful for saving a large amount of memory and to allow + processing larger images. """ self.vae.enable_tiling() @@ -567,8 +568,8 @@ def __call__( content described by the corresponding gligen_phrases. Each rectangular box is defined as `List[float]` of 4 elements [xmin,ymin,xmax,ymax] where each value is between [0,1] gligen_inpaint_image (`PIL.Image.Image`, *optional*): - The input image, if provided, it will be inpainted with objects described by the - gligen_boxes and gligen_phrases. Otherwise, treated as a generation task on a blank input image. + The input image, if provided, it will be inpainted with objects described by the gligen_boxes and + gligen_phrases. Otherwise, treated as a generation task on a blank input image. gligen_scheduled_sampling_beta (`float`, defaults to 0.3): Scheduled Sampling factor from [GLIGEN: Open-Set Grounded Text-to-Image Generation](https://arxiv.org/pdf/2301.07093.pdf). Scheduled Sampling factor is only varied for From cab9e58f43ac88211edce5f4534c0e9125f2040e Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Tue, 8 Aug 2023 21:11:34 -0700 Subject: [PATCH 12/16] GIGLEN: reset files unrelated to gligen --- .../pipelines/audio_diffusion/pipeline_audio_diffusion.py | 2 +- .../stable_diffusion_xl/pipeline_stable_diffusion_xl.py | 2 +- .../pipeline_stable_diffusion_xl_img2img.py | 2 +- .../pipeline_stable_diffusion_xl_inpaint.py | 2 +- .../pipelines/consistency_models/test_consistency_models.py | 2 +- tests/pipelines/unidiffuser/test_unidiffuser.py | 6 +++--- 6 files changed, 8 insertions(+), 8 deletions(-) diff --git a/src/diffusers/pipelines/audio_diffusion/pipeline_audio_diffusion.py b/src/diffusers/pipelines/audio_diffusion/pipeline_audio_diffusion.py index 795f8ca7286e..74737560cd8e 100644 --- a/src/diffusers/pipelines/audio_diffusion/pipeline_audio_diffusion.py +++ b/src/diffusers/pipelines/audio_diffusion/pipeline_audio_diffusion.py @@ -178,7 +178,7 @@ def __call__( self.scheduler.set_timesteps(steps) step_generator = step_generator or generator # For backwards compatibility - if isinstance(self.unet.config.sample_size, int): + if type(self.unet.config.sample_size) == int: self.unet.config.sample_size = (self.unet.config.sample_size, self.unet.config.sample_size) if noise is None: noise = randn_tensor( diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py index de993c85cd83..dcc77ead9fd1 100644 --- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py +++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py @@ -790,7 +790,7 @@ def __call__( num_warmup_steps = max(len(timesteps) - num_inference_steps * self.scheduler.order, 0) # 7.1 Apply denoising_end - if denoising_end is not None and isinstance(denoising_end, float) and denoising_end > 0 and denoising_end < 1: + if denoising_end is not None and type(denoising_end) == float and denoising_end > 0 and denoising_end < 1: discrete_timestep_cutoff = int( round( self.scheduler.config.num_train_timesteps diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py index 2c8ef57ea3e6..f468f902f6a3 100644 --- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py +++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py @@ -875,7 +875,7 @@ def __call__( # 5. Prepare timesteps def denoising_value_valid(dnv): - return isinstance(denoising_end, float) and 0 < dnv < 1 + return type(denoising_end) == float and 0 < dnv < 1 self.scheduler.set_timesteps(num_inference_steps, device=device) timesteps, num_inference_steps = self.get_timesteps( diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py index 3bf5976ef624..8e12d9888b57 100644 --- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py +++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py @@ -1080,7 +1080,7 @@ def __call__( # 4. set timesteps def denoising_value_valid(dnv): - return isinstance(denoising_end, float) and 0 < dnv < 1 + return type(denoising_end) == float and 0 < dnv < 1 self.scheduler.set_timesteps(num_inference_steps, device=device) timesteps, num_inference_steps = self.get_timesteps( diff --git a/tests/pipelines/consistency_models/test_consistency_models.py b/tests/pipelines/consistency_models/test_consistency_models.py index 14e0ae412c58..dfb19755d879 100644 --- a/tests/pipelines/consistency_models/test_consistency_models.py +++ b/tests/pipelines/consistency_models/test_consistency_models.py @@ -187,7 +187,7 @@ def get_inputs(self, seed=0, get_fixed_latents=False, device="cpu", dtype=torch. return inputs def get_fixed_latents(self, seed=0, device="cpu", dtype=torch.float32, shape=(1, 3, 64, 64)): - if isinstance(device, str): + if type(device) == str: device = torch.device(device) generator = torch.Generator(device=device).manual_seed(seed) latents = randn_tensor(shape, generator=generator, device=device, dtype=dtype) diff --git a/tests/pipelines/unidiffuser/test_unidiffuser.py b/tests/pipelines/unidiffuser/test_unidiffuser.py index 218162b2f12d..e9506f660e38 100644 --- a/tests/pipelines/unidiffuser/test_unidiffuser.py +++ b/tests/pipelines/unidiffuser/test_unidiffuser.py @@ -109,7 +109,7 @@ def get_dummy_inputs(self, device, seed=0): return inputs def get_fixed_latents(self, device, seed=0): - if isinstance(device, str): + if type(device) == str: device = torch.device(device) generator = torch.Generator(device=device).manual_seed(seed) # Hardcode the shapes for now. @@ -545,7 +545,7 @@ def get_inputs(self, device, seed=0, generate_latents=False): return inputs def get_fixed_latents(self, device, seed=0): - if isinstance(device, str): + if type(device) == str: device = torch.device(device) latent_device = torch.device("cpu") generator = torch.Generator(device=latent_device).manual_seed(seed) @@ -648,7 +648,7 @@ def get_inputs(self, device, seed=0, generate_latents=False): return inputs def get_fixed_latents(self, device, seed=0): - if isinstance(device, str): + if type(device) == str: device = torch.device(device) latent_device = torch.device("cpu") generator = torch.Generator(device=latent_device).manual_seed(seed) From 1aedd755d6174c2c3ceb34d00dc1ecf7ebe7ca45 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Wed, 9 Aug 2023 12:49:01 -0700 Subject: [PATCH 13/16] GLIGEN: Fix documentation comments (1) --- docs/source/en/_toctree.yml | 2 +- .../en/api/pipelines/stable_diffusion/gligen.md | 14 ++++++++++---- .../pipeline_stable_diffusion_gligen.py | 14 +++++++------- 3 files changed, 18 insertions(+), 12 deletions(-) diff --git a/docs/source/en/_toctree.yml b/docs/source/en/_toctree.yml index 12965ad771a1..dccd2d2aeef3 100644 --- a/docs/source/en/_toctree.yml +++ b/docs/source/en/_toctree.yml @@ -266,7 +266,7 @@ - local: api/pipelines/stable_diffusion/adapter title: Stable Diffusion T2I-adapter - local: api/pipelines/stable_diffusion/gligen - title: GLIGEN (Grounded Text-to-Image Generation) + title: GLIGEN (Grounded Language-to-Image Generation) title: Stable Diffusion - local: api/pipelines/stable_unclip title: Stable unCLIP diff --git a/docs/source/en/api/pipelines/stable_diffusion/gligen.md b/docs/source/en/api/pipelines/stable_diffusion/gligen.md index d2ac60233bb5..a88df1f6aa1d 100644 --- a/docs/source/en/api/pipelines/stable_diffusion/gligen.md +++ b/docs/source/en/api/pipelines/stable_diffusion/gligen.md @@ -10,17 +10,19 @@ an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express o specific language governing permissions and limitations under the License. --> -# GLIGEN: Grounded Text-to-image +# GLIGEN (Grounded Language-to-Image Generation) -The Stable Diffusion model was created by researchers and engineers from [University of Wisconsin-Madison, Columbia University, and Microsoft](https://github.com/gligen/GLIGEN). The [`StableDiffusionGLIGENPipeline`] is capable of generating photorealistic images conditioned on grounding inputs. Along with text and bounding boxes, if input images is given, this pipeline can insert objects described by text at the region defined by bounding boxes. Otherwise, this pipeline can generated an image described by caption/prompt and inserting objects described by text at the region defined by bounding boxes. It's trained on COCO2014D and COCO2014CD dataset. This model uses a frozen CLIP ViT-L/14 text encoder to condition the model on grounding inputs. +The GLIGEN model was created by researchers and engineers from [University of Wisconsin-Madison, Columbia University, and Microsoft](https://github.com/gligen/GLIGEN). The [`StableDiffusionGLIGENPipeline`] can generate photorealistic images conditioned on grounding inputs. Along with text and bounding boxes, if input images are given, this pipeline can insert objects described by text at the region defined by bounding boxes. Otherwise, it'll generate an image described by the caption/prompt and insert objects described by text at the region defined by bounding boxes. It's trained on COCO2014D and COCO2014CD datasets, and the model uses a frozen CLIP ViT-L/14 text encoder to condition itself on grounding inputs. -The abstract from the paper is: +The abstract from the [paper](https://huggingface.co/papers/2301.07093) is: *Large-scale text-to-image diffusion models have made amazing advances. However, the status quo is to use text input alone, which can impede controllability. In this work, we propose GLIGEN, Grounded-Language-to-Image Generation, a novel approach that builds upon and extends the functionality of existing pre-trained text-to-image diffusion models by enabling them to also be conditioned on grounding inputs. To preserve the vast concept knowledge of the pre-trained model, we freeze all of its weights and inject the grounding information into new trainable layers via a gated mechanism. Our model achieves open-world grounded text2img generation with caption and bounding box condition inputs, and the grounding ability generalizes well to novel spatial configurations and concepts. GLIGEN’s zeroshot performance on COCO and LVIS outperforms existing supervised layout-to-image baselines by a large margin.* -If you're interested in using one of the official checkpoints for a task, explore the [gligen](https://huggingface.co/gligen) Hub organizations! +Make sure to check out the Stable Diffusion [Tips](https://huggingface.co/docs/diffusers/en/api/pipelines/stable_diffusion/overview#tips) section to learn how to explore the tradeoff between scheduler speed and quality and how to reuse pipeline components efficiently! + +If you want to use one of the official checkpoints for a task, explore the [gligen](https://huggingface.co/gligen) Hub organizations! @@ -36,3 +38,7 @@ If you're interested in using one of the official checkpoints for a task, explor - enable_model_cpu_offload - prepare_latents - enable_fuser + +## StableDiffusionPipelineOutput + +[[autodoc]] pipelines.stable_diffusion.StableDiffusionPipelineOutput diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py index a22d80f1a066..cfd5b03ada3a 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -83,7 +83,7 @@ class StableDiffusionGLIGENPipeline(DiffusionPipeline): Pipeline for text-to-image generation using Stable Diffusion with Grounded-Language-to-Image Generation (GLIGEN). This model inherits from [`DiffusionPipeline`]. Check the superclass documentation for the generic methods the - library implements for all the pipelines (such as downloading or saving, running on a particular device, etc.) + library implements for all the pipelines (such as downloading or saving, running on a particular device, etc.). Args: vae ([`AutoencoderKL`]): @@ -561,15 +561,15 @@ def __call__( A higher guidance scale value encourages the model to generate images closely linked to the text `prompt` at the expense of lower image quality. Guidance scale is enabled when `guidance_scale > 1`. gligen_phrases (`List[str]`): - The phrases to guide what to include in each of the regions defined by the correspoinding gligen_boxes - (i.e., one phrase per bounding box). + The phrases to guide what to include in each of the regions defined by the corresponding + `gligen_boxes`. There should only be one phrase per bounding box. gligen_boxes (`List[List[float]]`): The bounding boxes that identify rectangular regions of the image that are going to be filled with the - content described by the corresponding gligen_phrases. Each rectangular box is defined as `List[float]` - of 4 elements [xmin,ymin,xmax,ymax] where each value is between [0,1] + content described by the corresponding `gligen_phrases`. Each rectangular box is defined as a + `List[float]` of 4 elements `[xmin, ymin, xmax, ymax]` where each value is between [0,1]. gligen_inpaint_image (`PIL.Image.Image`, *optional*): - The input image, if provided, it will be inpainted with objects described by the gligen_boxes and - gligen_phrases. Otherwise, treated as a generation task on a blank input image. + The input image, if provided, is inpainted with objects described by the `gligen_boxes` and + `gligen_phrases`. Otherwise, it is treated as a generation task on a blank input image. gligen_scheduled_sampling_beta (`float`, defaults to 0.3): Scheduled Sampling factor from [GLIGEN: Open-Set Grounded Text-to-Image Generation](https://arxiv.org/pdf/2301.07093.pdf). Scheduled Sampling factor is only varied for From 43177547c9309daea3d9817560b6bac0544178f9 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Fri, 11 Aug 2023 11:49:59 -0700 Subject: [PATCH 14/16] GLIGEN: Fix review comments (2) --- src/diffusers/models/attention.py | 2 - .../pipeline_stable_diffusion_gligen.py | 141 ++++++++---------- 2 files changed, 62 insertions(+), 81 deletions(-) diff --git a/src/diffusers/models/attention.py b/src/diffusers/models/attention.py index c7a6de0c4833..b017db158eda 100644 --- a/src/diffusers/models/attention.py +++ b/src/diffusers/models/attention.py @@ -191,8 +191,6 @@ def forward( cross_attention_kwargs = cross_attention_kwargs.copy() if cross_attention_kwargs is not None else {} gligen_kwargs = cross_attention_kwargs.pop("gligen", None) - cross_attention_kwargs = cross_attention_kwargs if cross_attention_kwargs is not None else {} - attn_output = self.attn1( norm_hidden_states, encoder_hidden_states=encoder_hidden_states if self.only_cross_attention else None, diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py index cfd5b03ada3a..7c6bd9d28a4d 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -13,21 +13,20 @@ # limitations under the License. import inspect +import warnings from typing import Any, Callable, Dict, List, Optional, Union import numpy as np import PIL import torch -from packaging import version from transformers import CLIPFeatureExtractor, CLIPTextModel, CLIPTokenizer -from ...configuration_utils import FrozenDict from ...image_processor import VaeImageProcessor from ...loaders import LoraLoaderMixin, TextualInversionLoaderMixin from ...models import AutoencoderKL, UNet2DConditionModel +from ...models.attention import GatedSelfAttentionDense from ...schedulers import KarrasDiffusionSchedulers from ...utils import ( - deprecate, is_accelerate_available, is_accelerate_version, logging, @@ -49,6 +48,7 @@ >>> from diffusers import StableDiffusionGLIGENPipeline >>> from diffusers.utils import load_image + >>> # Insert objects described by text at the region defined by bounding boxes >>> pipe = StableDiffusionGLIGENPipeline.from_pretrained( ... "masterful/gligen-1-4-inpainting-text-box", variant="fp16", torch_dtype=torch.float16 ... ) @@ -68,12 +68,36 @@ ... gligen_inpaint_image=input_image, ... gligen_boxes=boxes, ... gligen_scheduled_sampling_beta=1, - ... output_type="numpy", + ... output_type="np", ... num_inference_steps=50, ... ).images >>> images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) >>> torchvision.utils.save_image(images, "./gligen-1-4-inpainting-text-box.jpg", nrow=1, normalize=False) + + >>> # Generate an image described by the prompt and + >>> # insert objects described by text at the region defined by bounding boxes + >>> pipe = StableDiffusionGLIGENPipeline.from_pretrained( + ... "masterful/gligen-1-4-generation-text-box", variant="fp16", torch_dtype=torch.float16 + ... ) + >>> pipe = gen_pipe.to("cuda") + + >>> prompt = "a waterfall and a modern high speed train running through the tunnel in a beautiful forest with fall foliage" + >>> boxes = [[0.1387, 0.2051, 0.4277, 0.7090], [0.4980, 0.4355, 0.8516, 0.7266]] + >>> phrases = ["a waterfall", "a modern high speed train running through the tunnel"] + + >>> images = pipe( + ... prompt=prompt, + ... num_images_per_prompt=1, + ... gligen_phrases=phrases, + ... gligen_boxes=boxes, + ... gligen_scheduled_sampling_beta=1, + ... output_type="np", + ... num_inference_steps=50, + ... ).images + + >>> images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) + >>> torchvision.utils.save_image(images, "./gligen-1-4-generation-text-box.jpg", nrow=1, normalize=False) ``` """ @@ -119,33 +143,6 @@ def __init__( ): super().__init__() - if hasattr(scheduler.config, "steps_offset") and scheduler.config.steps_offset != 1: - deprecation_message = ( - f"The configuration file of this scheduler: {scheduler} is outdated. `steps_offset`" - f" should be set to 1 instead of {scheduler.config.steps_offset}. Please make sure " - "to update the config accordingly as leaving `steps_offset` might led to incorrect results" - " in future versions. If you have downloaded this checkpoint from the Hugging Face Hub," - " it would be very nice if you could open a Pull request for the `scheduler/scheduler_config.json`" - " file" - ) - deprecate("steps_offset!=1", "1.0.0", deprecation_message, standard_warn=False) - new_config = dict(scheduler.config) - new_config["steps_offset"] = 1 - scheduler._internal_dict = FrozenDict(new_config) - - if hasattr(scheduler.config, "clip_sample") and scheduler.config.clip_sample is True: - deprecation_message = ( - f"The configuration file of this scheduler: {scheduler} has not set the configuration `clip_sample`." - " `clip_sample` should be set to False in the configuration file. Please make sure to update the" - " config accordingly as not setting `clip_sample` in the config might lead to incorrect results in" - " future versions. If you have downloaded this checkpoint from the Hugging Face Hub, it would be very" - " nice if you could open a Pull request for the `scheduler/scheduler_config.json` file" - ) - deprecate("clip_sample not set", "1.0.0", deprecation_message, standard_warn=False) - new_config = dict(scheduler.config) - new_config["clip_sample"] = False - scheduler._internal_dict = FrozenDict(new_config) - if safety_checker is None and requires_safety_checker: logger.warning( f"You have disabled the safety checker for {self.__class__} by passing `safety_checker=None`. Ensure" @@ -162,27 +159,6 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 - if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: - deprecation_message = ( - "The configuration file of the unet has set the default `sample_size` to smaller than" - " 64 which seems highly unlikely. If your checkpoint is a fine-tuned version of any of the" - " following: \n- CompVis/stable-diffusion-v1-4 \n- CompVis/stable-diffusion-v1-3 \n-" - " CompVis/stable-diffusion-v1-2 \n- CompVis/stable-diffusion-v1-1 \n- runwayml/stable-diffusion-v1-5" - " \n- runwayml/stable-diffusion-inpainting \n you should change 'sample_size' to 64 in the" - " configuration file. Please make sure to update the config accordingly as leaving `sample_size=32`" - " in the config might lead to incorrect results in future versions. If you have downloaded this" - " checkpoint from the Hugging Face Hub, it would be very nice if you could open a Pull request for" - " the `unet/config.json` file" - ) - deprecate("sample_size<64", "1.0.0", deprecation_message, standard_warn=False) - new_config = dict(unet.config) - new_config["sample_size"] = 64 - unet._internal_dict = FrozenDict(new_config) - self.register_modules( vae=vae, text_encoder=text_encoder, @@ -494,6 +470,7 @@ def check_inputs( f" {negative_prompt_embeds.shape}." ) + # Copied from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion.StableDiffusionPipeline.prepare_latents def prepare_latents(self, batch_size, num_channels_latents, height, width, dtype, device, generator, latents=None): shape = (batch_size, num_channels_latents, height // self.vae_scale_factor, width // self.vae_scale_factor) if isinstance(generator, list) and len(generator) != batch_size: @@ -512,12 +489,32 @@ def prepare_latents(self, batch_size, num_channels_latents, height, width, dtype return latents def enable_fuser(self, enabled=True): - from diffusers.models.attention import GatedSelfAttentionDense - for module in self.unet.modules(): if type(module) is GatedSelfAttentionDense: module.enabled = enabled + def draw_inpaint_mask_from_boxes(self, boxes, size): + inpaint_mask = torch.ones(size[0], size[1]) + for box in boxes: + x0, x1 = box[0] * size[0], box[2] * size[0] + y0, y1 = box[1] * size[1], box[3] * size[1] + inpaint_mask[int(y0) : int(y1), int(x0) : int(x1)] = 0 + return inpaint_mask + + def crop(self, im, new_width, new_height): + width, height = im.size + left = (width - new_width) / 2 + top = (height - new_height) / 2 + right = (width + new_width) / 2 + bottom = (height + new_height) / 2 + return im.crop((left, top, right, bottom)) + + def target_size_center_crop(self, im, new_hw): + width, height = im.size + if width != height: + im = self.crop(im, min(height, width), min(height, width)) + return im.resize((new_hw, new_hw), PIL.Image.LANCZOS) + @torch.no_grad() @replace_example_docstring(EXAMPLE_DOC_STRING) def __call__( @@ -674,19 +671,18 @@ def __call__( latents, ) - def draw_inpaint_mask_from_boxes(boxes, size): - inpaint_mask = torch.ones(size[0], size[1]) - for box in boxes: - x0, x1 = box[0] * size[0], box[2] * size[0] - y0, y1 = box[1] * size[1], box[3] * size[1] - inpaint_mask[int(y0) : int(y1), int(x0) : int(x1)] = 0 - return inpaint_mask - # 5.1 Prepare GLIGEN variables if gligen_phrases is not None: assert len(gligen_phrases) == len(gligen_boxes) assert batch_size == 1 max_objs = 30 + if len(gligen_boxes) > max_objs: + warnings.warn( + f"More that {max_objs} objects found. Only first {max_objs} objects will be processed.", + FutureWarning, + ) + gligen_phrases = gligen_phrases[:max_objs] + gligen_boxes = gligen_boxes[:max_objs] _boxes = gligen_boxes # prepare batched input to the PositionNet (boxes, phrases, mask) # Get tokens for phrases from pre-trained CLIPTokenizer @@ -726,22 +722,7 @@ def draw_inpaint_mask_from_boxes(boxes, size): # if the given input image is not of the same size as expected by VAE # center crop and resize the input image to expected shape if gligen_inpaint_image.size != (self.vae.sample_size, self.vae.sample_size): - - def crop(im, new_width, new_height): - width, height = im.size - left = (width - new_width) / 2 - top = (height - new_height) / 2 - right = (width + new_width) / 2 - bottom = (height + new_height) / 2 - return im.crop((left, top, right, bottom)) - - def target_size_center_crop(im, new_hw): - width, height = im.size - if width != height: - im = crop(im, min(height, width), min(height, width)) - return im.resize((new_hw, new_hw), PIL.Image.LANCZOS) - - gligen_inpaint_image = target_size_center_crop(gligen_inpaint_image, self.vae.sample_size) + gligen_inpaint_image = self.target_size_center_crop(gligen_inpaint_image, self.vae.sample_size) gligen_inpaint_image = torch.from_numpy(np.asarray(gligen_inpaint_image)) # Convert a single image into a batch of images with a batch size of 1 @@ -757,7 +738,9 @@ def target_size_center_crop(im, new_hw): # Generate an inpainting mask # pixel value = 0, where the object is present (defined by bounding boxes above) # 1, everywhere else - gligen_inpaint_mask = draw_inpaint_mask_from_boxes(_boxes[:n_objs], gligen_inpaint_latent.shape[2:]) + gligen_inpaint_mask = self.draw_inpaint_mask_from_boxes( + _boxes[:n_objs], gligen_inpaint_latent.shape[2:] + ) gligen_inpaint_mask = gligen_inpaint_mask.to( dtype=gligen_inpaint_latent.dtype, device=gligen_inpaint_latent.device ) From b40829fde7a6538b8f7bf750c338b6ac5a49b875 Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Sat, 12 Aug 2023 23:11:31 -0700 Subject: [PATCH 15/16] GLIGEN: Added FastTest --- src/diffusers/models/unet_2d_condition.py | 7 +- .../pipeline_stable_diffusion_gligen.py | 8 +- .../versatile_diffusion/modeling_text_unet.py | 7 +- tests/pipelines/pipeline_params.py | 15 ++ .../test_stable_diffusion_gligen.py | 143 ++++++++++++++++++ 5 files changed, 172 insertions(+), 8 deletions(-) create mode 100644 tests/pipelines/stable_diffusion/test_stable_diffusion_gligen.py diff --git a/src/diffusers/models/unet_2d_condition.py b/src/diffusers/models/unet_2d_condition.py index b1cdfd7dc5b8..3203537110cc 100644 --- a/src/diffusers/models/unet_2d_condition.py +++ b/src/diffusers/models/unet_2d_condition.py @@ -566,7 +566,12 @@ def __init__( ) if attention_type == "gated": - self.position_net = PositionNet(positive_len=768, out_dim=cross_attention_dim) + positive_len = 768 + if isinstance(cross_attention_dim, int): + positive_len = cross_attention_dim + elif isinstance(cross_attention_dim, tuple) or isinstance(cross_attention_dim, list): + positive_len = cross_attention_dim[0] + self.position_net = PositionNet(positive_len=positive_len, out_dim=cross_attention_dim) @property def attn_processors(self) -> Dict[str, AttentionProcessor]: diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py index 7c6bd9d28a4d..b6aad079c6fa 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -674,7 +674,6 @@ def __call__( # 5.1 Prepare GLIGEN variables if gligen_phrases is not None: assert len(gligen_phrases) == len(gligen_boxes) - assert batch_size == 1 max_objs = 30 if len(gligen_boxes) > max_objs: warnings.warn( @@ -686,20 +685,17 @@ def __call__( _boxes = gligen_boxes # prepare batched input to the PositionNet (boxes, phrases, mask) # Get tokens for phrases from pre-trained CLIPTokenizer - tokenizer_inputs = self.tokenizer(gligen_phrases, padding=True, return_tensors="pt").to( - self.text_encoder.device - ) + tokenizer_inputs = self.tokenizer(gligen_phrases, padding=True, return_tensors="pt").to(device) # For the token, we use the same pre-trained text encoder # to obtain its text feature _text_embeddings = self.text_encoder(**tokenizer_inputs).pooler_output n_objs = min(len(_boxes), max_objs) - device = self.text_encoder.device dtype = self.text_encoder.dtype # For each entity, described in phrases, is denoted with a bounding box, # we represent the location information as (xmin,ymin,xmax,ymax) boxes = torch.zeros(max_objs, 4, device=device, dtype=dtype) boxes[:n_objs] = torch.tensor(_boxes[:n_objs]) - text_embeddings = torch.zeros(max_objs, 768, device=device, dtype=dtype) + text_embeddings = torch.zeros(max_objs, self.unet.cross_attention_dim, device=device, dtype=dtype) text_embeddings[:n_objs] = _text_embeddings[:n_objs] # Generate a mask for each object that is entity described by phrases masks = torch.zeros(max_objs, device=device, dtype=dtype) diff --git a/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py b/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py index e827ae9906bb..e5083df286a2 100644 --- a/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py +++ b/src/diffusers/pipelines/versatile_diffusion/modeling_text_unet.py @@ -731,7 +731,12 @@ def __init__( ) if attention_type == "gated": - self.position_net = PositionNet(positive_len=768, out_dim=cross_attention_dim) + positive_len = 768 + if isinstance(cross_attention_dim, int): + positive_len = cross_attention_dim + elif isinstance(cross_attention_dim, tuple) or isinstance(cross_attention_dim, list): + positive_len = cross_attention_dim[0] + self.position_net = PositionNet(positive_len=positive_len, out_dim=cross_attention_dim) @property def attn_processors(self) -> Dict[str, AttentionProcessor]: diff --git a/tests/pipelines/pipeline_params.py b/tests/pipelines/pipeline_params.py index 7c5ffa2ca24b..0dd0787c617f 100644 --- a/tests/pipelines/pipeline_params.py +++ b/tests/pipelines/pipeline_params.py @@ -20,6 +20,21 @@ ] ) +GLIGEN_PARAMS = frozenset( + [ + "prompt", + "height", + "width", + "guidance_scale", + "negative_prompt", + "gligen_phrases", + "gligen_boxes", + "prompt_embeds", + "negative_prompt_embeds", + "cross_attention_kwargs", + ] +) + TEXT_TO_IMAGE_BATCH_PARAMS = frozenset(["prompt", "negative_prompt"]) TEXT_TO_IMAGE_IMAGE_PARAMS = frozenset([]) diff --git a/tests/pipelines/stable_diffusion/test_stable_diffusion_gligen.py b/tests/pipelines/stable_diffusion/test_stable_diffusion_gligen.py new file mode 100644 index 000000000000..69be7825e239 --- /dev/null +++ b/tests/pipelines/stable_diffusion/test_stable_diffusion_gligen.py @@ -0,0 +1,143 @@ +# coding=utf-8 +# Copyright 2023 HuggingFace Inc. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest + +import numpy as np +import torch +from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer + +from diffusers import ( + AutoencoderKL, + DDIMScheduler, + StableDiffusionGLIGENPipeline, + UNet2DConditionModel, +) +from diffusers.utils.testing_utils import enable_full_determinism + +from ..pipeline_params import ( + GLIGEN_PARAMS, + TEXT_TO_IMAGE_BATCH_PARAMS, + TEXT_TO_IMAGE_IMAGE_PARAMS, +) +from ..test_pipelines_common import PipelineKarrasSchedulerTesterMixin, PipelineLatentTesterMixin, PipelineTesterMixin + + +enable_full_determinism() + + +class GligenPipelineFastTests( + PipelineLatentTesterMixin, PipelineKarrasSchedulerTesterMixin, PipelineTesterMixin, unittest.TestCase +): + pipeline_class = StableDiffusionGLIGENPipeline + params = GLIGEN_PARAMS + batch_params = TEXT_TO_IMAGE_BATCH_PARAMS + image_params = TEXT_TO_IMAGE_IMAGE_PARAMS + image_latents_params = TEXT_TO_IMAGE_IMAGE_PARAMS + + def get_dummy_components(self): + torch.manual_seed(0) + unet = UNet2DConditionModel( + block_out_channels=(32, 64), + layers_per_block=2, + sample_size=32, + in_channels=4, + out_channels=4, + down_block_types=("DownBlock2D", "CrossAttnDownBlock2D"), + up_block_types=("CrossAttnUpBlock2D", "UpBlock2D"), + cross_attention_dim=32, + attention_type="gated", + ) + # unet.position_net = PositionNet(32,32) + scheduler = DDIMScheduler( + beta_start=0.00085, + beta_end=0.012, + beta_schedule="scaled_linear", + clip_sample=False, + set_alpha_to_one=False, + ) + torch.manual_seed(0) + vae = AutoencoderKL( + block_out_channels=[32, 64], + in_channels=3, + out_channels=3, + down_block_types=["DownEncoderBlock2D", "DownEncoderBlock2D"], + up_block_types=["UpDecoderBlock2D", "UpDecoderBlock2D"], + latent_channels=4, + sample_size=128, + ) + torch.manual_seed(0) + text_encoder_config = CLIPTextConfig( + bos_token_id=0, + eos_token_id=2, + hidden_size=32, + intermediate_size=37, + layer_norm_eps=1e-05, + num_attention_heads=4, + num_hidden_layers=5, + pad_token_id=1, + vocab_size=1000, + ) + text_encoder = CLIPTextModel(text_encoder_config) + tokenizer = CLIPTokenizer.from_pretrained("hf-internal-testing/tiny-random-clip") + + components = { + "unet": unet, + "scheduler": scheduler, + "vae": vae, + "text_encoder": text_encoder, + "tokenizer": tokenizer, + "safety_checker": None, + "feature_extractor": None, + } + return components + + def get_dummy_inputs(self, device, seed=0): + if str(device).startswith("mps"): + generator = torch.manual_seed(seed) + else: + generator = torch.Generator(device=device).manual_seed(seed) + inputs = { + "prompt": "A modern livingroom", + "generator": generator, + "num_inference_steps": 2, + "guidance_scale": 6.0, + "gligen_phrases": ["a birthday cake"], + "gligen_boxes": [[0.2676, 0.6088, 0.4773, 0.7183]], + "output_type": "np", + } + return inputs + + def test_gligen(self): + device = "cpu" # ensure determinism for the device-dependent torch.Generator + components = self.get_dummy_components() + sd_pipe = StableDiffusionGLIGENPipeline(**components) + sd_pipe = sd_pipe.to(device) + sd_pipe.set_progress_bar_config(disable=None) + + inputs = self.get_dummy_inputs(device) + image = sd_pipe(**inputs).images + image_slice = image[0, -3:, -3:, -1] + + assert image.shape == (1, 64, 64, 3) + expected_slice = np.array([0.5069, 0.5561, 0.4577, 0.4792, 0.5203, 0.4089, 0.5039, 0.4919, 0.4499]) + + assert np.abs(image_slice.flatten() - expected_slice).max() < 1e-2 + + def test_attention_slicing_forward_pass(self): + super().test_attention_slicing_forward_pass(expected_max_diff=3e-3) + + def test_inference_batch_single_identical(self): + super().test_inference_batch_single_identical(batch_size=3, expected_max_diff=3e-3) From f87d640932c16938ef0ccd1d1cb917f55d82750e Mon Sep 17 00:00:00 2001 From: Nikhil Gajendrakumar Date: Tue, 15 Aug 2023 03:39:53 +0000 Subject: [PATCH 16/16] GLIGEN: Fix review comments (3) --- .../api/pipelines/stable_diffusion/gligen.md | 2 + .../pipeline_stable_diffusion_gligen.py | 177 +++++++++--------- tests/pipelines/pipeline_params.py | 15 -- .../test_stable_diffusion_gligen.py | 4 +- 4 files changed, 95 insertions(+), 103 deletions(-) diff --git a/docs/source/en/api/pipelines/stable_diffusion/gligen.md b/docs/source/en/api/pipelines/stable_diffusion/gligen.md index a88df1f6aa1d..bf9199cd64c6 100644 --- a/docs/source/en/api/pipelines/stable_diffusion/gligen.md +++ b/docs/source/en/api/pipelines/stable_diffusion/gligen.md @@ -26,6 +26,8 @@ If you want to use one of the official checkpoints for a task, explore the [glig +This pipeline was contributed by [Nikhil Gajendrakumar](https://github.com/nikhil-masterful). + ## StableDiffusionGLIGENPipeline [[autodoc]] StableDiffusionGLIGENPipeline diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py index b6aad079c6fa..46c6d14c3e65 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_gligen.py @@ -16,7 +16,6 @@ import warnings from typing import Any, Callable, Dict, List, Optional, Union -import numpy as np import PIL import torch from transformers import CLIPFeatureExtractor, CLIPTextModel, CLIPTokenizer @@ -44,7 +43,6 @@ Examples: ```py >>> import torch - >>> import torchvision >>> from diffusers import StableDiffusionGLIGENPipeline >>> from diffusers.utils import load_image @@ -63,24 +61,22 @@ >>> images = pipe( ... prompt=prompt, - ... num_images_per_prompt=1, ... gligen_phrases=phrases, ... gligen_inpaint_image=input_image, ... gligen_boxes=boxes, ... gligen_scheduled_sampling_beta=1, - ... output_type="np", + ... output_type="pil", ... num_inference_steps=50, ... ).images - >>> images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) - >>> torchvision.utils.save_image(images, "./gligen-1-4-inpainting-text-box.jpg", nrow=1, normalize=False) + >>> images[0].save("./gligen-1-4-inpainting-text-box.jpg") >>> # Generate an image described by the prompt and >>> # insert objects described by text at the region defined by bounding boxes >>> pipe = StableDiffusionGLIGENPipeline.from_pretrained( ... "masterful/gligen-1-4-generation-text-box", variant="fp16", torch_dtype=torch.float16 ... ) - >>> pipe = gen_pipe.to("cuda") + >>> pipe = pipe.to("cuda") >>> prompt = "a waterfall and a modern high speed train running through the tunnel in a beautiful forest with fall foliage" >>> boxes = [[0.1387, 0.2051, 0.4277, 0.7090], [0.4980, 0.4355, 0.8516, 0.7266]] @@ -88,16 +84,14 @@ >>> images = pipe( ... prompt=prompt, - ... num_images_per_prompt=1, ... gligen_phrases=phrases, ... gligen_boxes=boxes, ... gligen_scheduled_sampling_beta=1, - ... output_type="np", + ... output_type="pil", ... num_inference_steps=50, ... ).images - >>> images = torch.stack([torch.from_numpy(image) for image in images]).permute(0, 3, 1, 2) - >>> torchvision.utils.save_image(images, "./gligen-1-4-generation-text-box.jpg", nrow=1, normalize=False) + >>> images[0].save("./gligen-1-4-generation-text-box.jpg") ``` """ @@ -429,6 +423,8 @@ def check_inputs( height, width, callback_steps, + gligen_phrases, + gligen_boxes, negative_prompt=None, prompt_embeds=None, negative_prompt_embeds=None, @@ -470,6 +466,12 @@ def check_inputs( f" {negative_prompt_embeds.shape}." ) + if len(gligen_phrases) != len(gligen_boxes): + ValueError( + "length of `gligen_phrases` and `gligen_boxes` has to be same, but" + f" got: `gligen_phrases` {len(gligen_phrases)} != `gligen_boxes` {len(gligen_boxes)}" + ) + # Copied from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion.StableDiffusionPipeline.prepare_latents def prepare_latents(self, batch_size, num_channels_latents, height, width, dtype, device, generator, latents=None): shape = (batch_size, num_channels_latents, height // self.vae_scale_factor, width // self.vae_scale_factor) @@ -626,7 +628,15 @@ def __call__( # 1. Check inputs. Raise error if not correct self.check_inputs( - prompt, height, width, callback_steps, negative_prompt, prompt_embeds, negative_prompt_embeds + prompt, + height, + width, + callback_steps, + gligen_phrases, + gligen_boxes, + negative_prompt, + prompt_embeds, + negative_prompt_embeds, ) # 2. Define call parameters @@ -672,80 +682,75 @@ def __call__( ) # 5.1 Prepare GLIGEN variables - if gligen_phrases is not None: - assert len(gligen_phrases) == len(gligen_boxes) - max_objs = 30 - if len(gligen_boxes) > max_objs: - warnings.warn( - f"More that {max_objs} objects found. Only first {max_objs} objects will be processed.", - FutureWarning, - ) - gligen_phrases = gligen_phrases[:max_objs] - gligen_boxes = gligen_boxes[:max_objs] - _boxes = gligen_boxes - # prepare batched input to the PositionNet (boxes, phrases, mask) - # Get tokens for phrases from pre-trained CLIPTokenizer - tokenizer_inputs = self.tokenizer(gligen_phrases, padding=True, return_tensors="pt").to(device) - # For the token, we use the same pre-trained text encoder - # to obtain its text feature - _text_embeddings = self.text_encoder(**tokenizer_inputs).pooler_output - n_objs = min(len(_boxes), max_objs) - dtype = self.text_encoder.dtype - # For each entity, described in phrases, is denoted with a bounding box, - # we represent the location information as (xmin,ymin,xmax,ymax) - boxes = torch.zeros(max_objs, 4, device=device, dtype=dtype) - boxes[:n_objs] = torch.tensor(_boxes[:n_objs]) - text_embeddings = torch.zeros(max_objs, self.unet.cross_attention_dim, device=device, dtype=dtype) - text_embeddings[:n_objs] = _text_embeddings[:n_objs] - # Generate a mask for each object that is entity described by phrases - masks = torch.zeros(max_objs, device=device, dtype=dtype) - masks[:n_objs] = 1 - - repeat_batch = batch_size * num_images_per_prompt - if do_classifier_free_guidance: - repeat_batch = repeat_batch * 2 - boxes = boxes.unsqueeze(0).expand(repeat_batch, -1, -1).clone() - text_embeddings = text_embeddings.unsqueeze(0).expand(repeat_batch, -1, -1).clone() - masks = masks.unsqueeze(0).expand(repeat_batch, -1).clone() - if do_classifier_free_guidance: - masks[: repeat_batch // 2] = 0 - if cross_attention_kwargs is None: - cross_attention_kwargs = {} - cross_attention_kwargs["gligen"] = {"boxes": boxes, "positive_embeddings": text_embeddings, "masks": masks} - - # Prepare latent variables for GLIGEN inpainting - if gligen_inpaint_image is not None: - # if the given input image is not of the same size as expected by VAE - # center crop and resize the input image to expected shape - if gligen_inpaint_image.size != (self.vae.sample_size, self.vae.sample_size): - gligen_inpaint_image = self.target_size_center_crop(gligen_inpaint_image, self.vae.sample_size) - - gligen_inpaint_image = torch.from_numpy(np.asarray(gligen_inpaint_image)) - # Convert a single image into a batch of images with a batch size of 1 - # The resulting shape becomes (1, C, H, W), where C is the number of channels, - # and H and W are the height and width of the image. - gligen_inpaint_image = gligen_inpaint_image.unsqueeze(0).permute(0, 3, 1, 2) - # scales the pixel values to a range [-1, 1] - gligen_inpaint_image = gligen_inpaint_image.to(dtype=torch.float32) / 127.5 - 1.0 - gligen_inpaint_image = gligen_inpaint_image.to(dtype=self.vae.dtype, device=self.vae.device) - # Run AutoEncoder to get corresponding latents - gligen_inpaint_latent = self.vae.encode(gligen_inpaint_image).latent_dist.sample() - gligen_inpaint_latent = self.vae.config.scaling_factor * gligen_inpaint_latent - # Generate an inpainting mask - # pixel value = 0, where the object is present (defined by bounding boxes above) - # 1, everywhere else - gligen_inpaint_mask = self.draw_inpaint_mask_from_boxes( - _boxes[:n_objs], gligen_inpaint_latent.shape[2:] - ) - gligen_inpaint_mask = gligen_inpaint_mask.to( - dtype=gligen_inpaint_latent.dtype, device=gligen_inpaint_latent.device - ) - gligen_inpaint_mask = gligen_inpaint_mask[None, None] - gligen_inpaint_mask_addition = torch.cat( - (gligen_inpaint_latent * gligen_inpaint_mask, gligen_inpaint_mask), dim=1 - ) - # Convert a single mask into a batch of masks with a batch size of 1 - gligen_inpaint_mask_addition = gligen_inpaint_mask_addition.expand(repeat_batch, -1, -1, -1).clone() + max_objs = 30 + if len(gligen_boxes) > max_objs: + warnings.warn( + f"More that {max_objs} objects found. Only first {max_objs} objects will be processed.", + FutureWarning, + ) + gligen_phrases = gligen_phrases[:max_objs] + gligen_boxes = gligen_boxes[:max_objs] + # prepare batched input to the PositionNet (boxes, phrases, mask) + # Get tokens for phrases from pre-trained CLIPTokenizer + tokenizer_inputs = self.tokenizer(gligen_phrases, padding=True, return_tensors="pt").to(device) + # For the token, we use the same pre-trained text encoder + # to obtain its text feature + _text_embeddings = self.text_encoder(**tokenizer_inputs).pooler_output + n_objs = len(gligen_boxes) + # For each entity, described in phrases, is denoted with a bounding box, + # we represent the location information as (xmin,ymin,xmax,ymax) + boxes = torch.zeros(max_objs, 4, device=device, dtype=self.text_encoder.dtype) + boxes[:n_objs] = torch.tensor(gligen_boxes) + text_embeddings = torch.zeros( + max_objs, self.unet.cross_attention_dim, device=device, dtype=self.text_encoder.dtype + ) + text_embeddings[:n_objs] = _text_embeddings + # Generate a mask for each object that is entity described by phrases + masks = torch.zeros(max_objs, device=device, dtype=self.text_encoder.dtype) + masks[:n_objs] = 1 + + repeat_batch = batch_size * num_images_per_prompt + boxes = boxes.unsqueeze(0).expand(repeat_batch, -1, -1).clone() + text_embeddings = text_embeddings.unsqueeze(0).expand(repeat_batch, -1, -1).clone() + masks = masks.unsqueeze(0).expand(repeat_batch, -1).clone() + if do_classifier_free_guidance: + repeat_batch = repeat_batch * 2 + boxes = torch.cat([boxes] * 2) + text_embeddings = torch.cat([text_embeddings] * 2) + masks = torch.cat([masks] * 2) + masks[: repeat_batch // 2] = 0 + if cross_attention_kwargs is None: + cross_attention_kwargs = {} + cross_attention_kwargs["gligen"] = {"boxes": boxes, "positive_embeddings": text_embeddings, "masks": masks} + + # Prepare latent variables for GLIGEN inpainting + if gligen_inpaint_image is not None: + # if the given input image is not of the same size as expected by VAE + # center crop and resize the input image to expected shape + if gligen_inpaint_image.size != (self.vae.sample_size, self.vae.sample_size): + gligen_inpaint_image = self.target_size_center_crop(gligen_inpaint_image, self.vae.sample_size) + # Convert a single image into a batch of images with a batch size of 1 + # The resulting shape becomes (1, C, H, W), where C is the number of channels, + # and H and W are the height and width of the image. + # scales the pixel values to a range [-1, 1] + gligen_inpaint_image = self.image_processor.preprocess(gligen_inpaint_image) + gligen_inpaint_image = gligen_inpaint_image.to(dtype=self.vae.dtype, device=self.vae.device) + # Run AutoEncoder to get corresponding latents + gligen_inpaint_latent = self.vae.encode(gligen_inpaint_image).latent_dist.sample() + gligen_inpaint_latent = self.vae.config.scaling_factor * gligen_inpaint_latent + # Generate an inpainting mask + # pixel value = 0, where the object is present (defined by bounding boxes above) + # 1, everywhere else + gligen_inpaint_mask = self.draw_inpaint_mask_from_boxes(gligen_boxes, gligen_inpaint_latent.shape[2:]) + gligen_inpaint_mask = gligen_inpaint_mask.to( + dtype=gligen_inpaint_latent.dtype, device=gligen_inpaint_latent.device + ) + gligen_inpaint_mask = gligen_inpaint_mask[None, None] + gligen_inpaint_mask_addition = torch.cat( + (gligen_inpaint_latent * gligen_inpaint_mask, gligen_inpaint_mask), dim=1 + ) + # Convert a single mask into a batch of masks with a batch size of 1 + gligen_inpaint_mask_addition = gligen_inpaint_mask_addition.expand(repeat_batch, -1, -1, -1).clone() num_grounding_steps = int(gligen_scheduled_sampling_beta * len(timesteps)) self.enable_fuser(True) diff --git a/tests/pipelines/pipeline_params.py b/tests/pipelines/pipeline_params.py index 0dd0787c617f..7c5ffa2ca24b 100644 --- a/tests/pipelines/pipeline_params.py +++ b/tests/pipelines/pipeline_params.py @@ -20,21 +20,6 @@ ] ) -GLIGEN_PARAMS = frozenset( - [ - "prompt", - "height", - "width", - "guidance_scale", - "negative_prompt", - "gligen_phrases", - "gligen_boxes", - "prompt_embeds", - "negative_prompt_embeds", - "cross_attention_kwargs", - ] -) - TEXT_TO_IMAGE_BATCH_PARAMS = frozenset(["prompt", "negative_prompt"]) TEXT_TO_IMAGE_IMAGE_PARAMS = frozenset([]) diff --git a/tests/pipelines/stable_diffusion/test_stable_diffusion_gligen.py b/tests/pipelines/stable_diffusion/test_stable_diffusion_gligen.py index 69be7825e239..19d44e0cd1d9 100644 --- a/tests/pipelines/stable_diffusion/test_stable_diffusion_gligen.py +++ b/tests/pipelines/stable_diffusion/test_stable_diffusion_gligen.py @@ -28,9 +28,9 @@ from diffusers.utils.testing_utils import enable_full_determinism from ..pipeline_params import ( - GLIGEN_PARAMS, TEXT_TO_IMAGE_BATCH_PARAMS, TEXT_TO_IMAGE_IMAGE_PARAMS, + TEXT_TO_IMAGE_PARAMS, ) from ..test_pipelines_common import PipelineKarrasSchedulerTesterMixin, PipelineLatentTesterMixin, PipelineTesterMixin @@ -42,7 +42,7 @@ class GligenPipelineFastTests( PipelineLatentTesterMixin, PipelineKarrasSchedulerTesterMixin, PipelineTesterMixin, unittest.TestCase ): pipeline_class = StableDiffusionGLIGENPipeline - params = GLIGEN_PARAMS + params = TEXT_TO_IMAGE_PARAMS | {"gligen_phrases", "gligen_boxes"} batch_params = TEXT_TO_IMAGE_BATCH_PARAMS image_params = TEXT_TO_IMAGE_IMAGE_PARAMS image_latents_params = TEXT_TO_IMAGE_IMAGE_PARAMS