From 2c88540d1843742041391facb61208117b9e3402 Mon Sep 17 00:00:00 2001 From: MaxJa4 Date: Sat, 18 Nov 2023 21:26:21 +0100 Subject: [PATCH] Add RT-DETR models and YOLOv8x-Seg version --- .../experiments/model_evaluation/README.md | 72 +++++++++++------- .../asset-copies/1619_yolo_rtdetr_x.jpg | Bin 0 -> 117385 bytes .../asset-copies/1619_yolov8x_seg.jpg | Bin 0 -> 89499 bytes .../experiments/model_evaluation/yolo.py | 7 +- 4 files changed, 49 insertions(+), 30 deletions(-) create mode 100644 doc/06_perception/experiments/model_evaluation/asset-copies/1619_yolo_rtdetr_x.jpg create mode 100644 doc/06_perception/experiments/model_evaluation/asset-copies/1619_yolov8x_seg.jpg diff --git a/doc/06_perception/experiments/model_evaluation/README.md b/doc/06_perception/experiments/model_evaluation/README.md index 2958f37f..3512f6f3 100644 --- a/doc/06_perception/experiments/model_evaluation/README.md +++ b/doc/06_perception/experiments/model_evaluation/README.md @@ -115,29 +115,33 @@ Only the inference time was measured. The model versions are different sizes of the same model. The following models were evaluated (sorted descending by recognition performance): -1. yolo-nas-l -2. yolo-nas-m -3. yolo-nas-s -4. yolov8x -5. yolov8l -6. yolov8m -7. yolov8s -8. yolov8n +1. yolo-rtdetr-x +2. yolo-rtdetr-l +3. yolo-nas-l +4. yolo-nas-m +5. yolo-nas-s +6. yolov8x / yolov8x-seg +7. yolov8l +8. yolov8m +9. yolov8s +10. yolov8n Images with boundary boxes: [Google Drive](https://drive.google.com/drive/folders/1u6T0Q3kd9FqjiBWMqzlT-3-fglMqlkBB?usp=sharing) #### Summary -| Model | Cyclists | Traffic lights | Cars | Noise | Speed | -|------------|----------|----------------|------|-------|-------| -| yolo-nas-l | ++ | ++ | ++ | ++ | + | -| yolo-nas-m | ++ | ++ | ++ | ++ | + | -| yolo-nas-s | ++ | ++ | ++ | ++ | + | -| yolov8x | ++ | ++ | ++ | ++ | + | -| yolov8l | ++ | ++ | ++ | ++ | + | -| yolov8m | ++ | ++ | ++ | + | ++ | -| yolov8s | + | + | ++ | ++ | ++ | -| yolov8n | + | - | + | ++ | ++ | +| Model | Cyclists | Traffic lights | Cars | Noise | Speed | +|---------------|----------|----------------|------|-------|-------| +| yolo-rtdetr-x | ++ | ++ | ++ | + | - | +| yolo-rtdetr-l | ++ | ++ | ++ | + | - | +| yolo-nas-l | ++ | ++ | ++ | ++ | + | +| yolo-nas-m | ++ | ++ | ++ | ++ | + | +| yolo-nas-s | ++ | ++ | ++ | ++ | + | +| yolov8x/-seg | ++ | ++ | ++ | ++ | + | +| yolov8l | ++ | ++ | ++ | ++ | + | +| yolov8m | ++ | ++ | ++ | + | ++ | +| yolov8s | + | + | ++ | ++ | ++ | +| yolov8n | + | - | + | ++ | ++ | #### Recognition @@ -145,7 +149,9 @@ All model version performed very well. Only the smallest (`v8n`) version missed The same can be said for traffic lights - `v8x`, `v8l` and `v8m` saw them from a larger distance, while `v8n` and `v8s` needed more proximity. -The YOLO-NAS family of models are similar to the best `v8` version but with higher confidence scores. +The `YOLO-NAS` family of models are similar to the best `v8` version but with higher confidence scores. + +`RT-DETR` recognized a little more details and with higher confidence. But at the same time, they have more noise and see irrelevant objects (can be filtered though). Throughout all versions, almost no noise (random wrong/duplicate predictions ) was present, without tweaking any values - only some noise with `v8m`. @@ -154,16 +160,18 @@ Throughout all versions, almost no noise (random wrong/duplicate predictions ) w These values are meant to be compared between the models, not as a representative performance indicator in general. Only the inference time was measured. -| Model | Time | FPS | -|------------|------|------| -| yolov8n | ~2ms | 500 | -| yolov8s | ~2ms | 500 | -| yolov8m | ~3ms | ~333 | -| yolov8l | ~4ms | 250 | -| yolov8x | ~6ms | ~166 | -| yolo-nas-l | ~6ms | ~166 | -| yolo-nas-m | ~6ms | ~166 | -| yolo-nas-s | ~7ms | ~142 | +| Model | Time | FPS | +|---------------|--------|------| +| yolov8n | ~2ms | 500 | +| yolov8s | ~2ms | 500 | +| yolov8m | ~3ms | ~333 | +| yolov8l | ~4ms | 250 | +| yolov8x/-seg | ~6/7ms | ~166 | +| yolo-nas-l | ~6ms | ~166 | +| yolo-nas-m | ~6ms | ~166 | +| yolo-nas-s | ~7ms | ~142 | +| yolo-rtdetr-l | ~13ms | ~77 | +| yolo-rtdetr-x | ~16ms | ~62 | ## Conclusion @@ -173,6 +181,8 @@ Since the `v8m` version is sometimes to sensitive and the `v8x` version is the l If the best detection results are the most important, the `v8x` version and `nas` family should be analyzed further with more images and situations. +For segmentation, also `sam` and `fast-sam` was tested. `Sam` needs multiple seconds for inference and is like `fast-sam` not suitable at all for Carla, as they segment the entire image and e.g. segment individual windows of a car or building. + | ![1619_TF_faster-rcnn.jpg](asset-copies/1619_TF_faster-rcnn.jpg) | |:--:| | ^ *Pylot - Faster RCNN (26ms)* ^ | @@ -180,5 +190,9 @@ If the best detection results are the most important, the `v8x` version and `nas | ^ *Pytorch - Faster RCNN Resnet50 FPN V2 (45ms)* ^ | | ![1619_yolov8x.jpg](asset-copies/1619_yolov8x.jpg) | | ^ *YOLOv8x (6ms)* ^ | +| ![1619_yolov8x_seg.jpg](asset-copies/1619_yolov8x_seg.jpg) | +| ^ *YOLOv8x-Seg (7ms)* ^ | | ![1619_yolo_nas_l.jpg](asset-copies/1619_yolo_nas_l.jpg) | | ^ *YOLO-nas-l (7ms)* ^ | +| ![1619_yolo_nas_l.jpg](asset-copies/1619_yolo_rtdetr_x.jpg) | +| ^ *YOLO-rtdetr-x (16ms)* ^ | diff --git a/doc/06_perception/experiments/model_evaluation/asset-copies/1619_yolo_rtdetr_x.jpg b/doc/06_perception/experiments/model_evaluation/asset-copies/1619_yolo_rtdetr_x.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b51adc6b21c6fe71e6c53499408537a18831a57 GIT binary patch literal 117385 zcmbTdcQ{5n9{oMZ?|HuG``*94_dTw&=j^)nIyweNkZ`N0{z!TKuAPPLP|zXK}iKPsJ#v%Bp@OpBqkyuAtnY|2LbgUVmcCf zZgEvo2KYm=TV7y^(D+<(9<|DLM$?hsyps0bFDWQ*Ffp^R^6?7@LWHEC(lWAg^6DCz zTG~3gdI&Rf3(LFrtQ;I4J$7<-LHhXm`9FOY5E%9O}zP`QO)n6#L)wq673IBqk;zCi|-w0pU~NCZZ!I;T9*QSA~;3^kTRr5lRkLi_fiW zr{Iw^{mp3aJwkbdSL!Fn*BeD{f}N#AZj84;GaiC2ZDhXwDkn@ zN^_{8^0CReP>GwVP_j_e%$;GkiVlI_?vH6}4GONU>Lr96 zGDbCvDIZp@a!1j0qHooLBUZ^6ZD%X?u0SoO)#b#ke;}{CP?a_Tn>NJzvu~S8oIWc zTQ1Xj1&WLAIa{eJaWN>1#f0KV7gq|lU3pX$5Taj11oJrx3pD$B%2a*o^mB5uWDAIL z5sgf21PLY^v}fb8XZh$x&j^v(YV=TxmsIv0A2g|@dPqrNb}Ifw>LA&Gusf$-B^z=? zU)brxctI^_*3+|*a{CqRYi6aK`f5*ipqZLT-+`^wnbn9yAS$k?R!>P4zr5#OW0KDwcM#SV2Vkizc|8aph+om z$;D&vsibke1s6Z{*n>0`NP0+$NH`KlZe2V0gghOwYiQEOl4xV4`ajhK;5Id1E_TG~ zCBcJ8)cB2e5Zzr4f5LB2C9N_)F4^^iDt=&34U0GF#^ZC7RhZZHYXT99-E5Cj1|C?I zQZ7~~LBy0GiugltmVF>Fa05r8J4a%c{prX`QE^_omw&9DbgZ5+6xIxU7I^qS$=ZSh z@`z^qVWF;2QroShmrD{yxLg(@~`8`ww4%Y{2TluxH_ zUH-v-Sz;14%FzuGsz#NS(tm7DLtsA4Z@O^DJZtVCT~JP(uR@J!op1Oq<9f=(go9Ep zF*2(vHL(4WR{3i56Dwsq^D`FM9*}!bDSib?jy@T0gS5fRpFpTcVSD31@voIDP*&N= zLtVl6iXCM2ZoxvX<-!SG)C4y9|*u2D)cE{IgqhbgsmpAMbxM~Q9n zd!qSiO#H@AkEQ32un*p66z`-B7Hwk!F}(FEAA`Y@#w|IaKi)FlMl*JOPt&w*h}Pf@2me__ zFrR4a`P(;UYbk9S_XE}W65(kfKj4q0dUtivRxgMo1*IaiHIdA5DDuJ@m*x6?dGmV- zU!z7eovreiRfQ-@31wfOy?m7_$HP-5Dm1Vmq|>CrW{xzp_D*PEHNe2X(3ZK7ClCn< ze#=R(OiR$US`fSfeH5Z{UX;+Id`Ym7nc5hymRvi*Z2X(DEQp@ht|Y`~>aEy{CYNA0 zA^KfcPYY+JRkfz~bOdrWp7WSQN!OhPn(xk~?}Rv4M`PuI*)p@>9AI1=HEx~0I_QDp zfVRHUGFf*ydv>!?mk^do&TY*5Me4RE1i4Qc1nT%9@agT9r1p1DA1ygSx$jQ}UYBUc zO$96V3>`bK5zZR$-F?kYDwM9FAHk7N{LRt6|4RHq0NqGoyz(QmEp}p3#$>L1#|xQ zn^=h^p!WFul?QAdx-O7g4#mTkc)Wnmhvt!GE>?p293Qgh+%urUmIbWWyKMA9awTZp z_$6MpK=Vii_tZtXg}hJ|5M6YSRK&f{Umh#TzW1lD+-~n%w@N8H!@l9BbAoTg4uI5`?zFCI z$9*c=$KfPZ=z=nXj8}D!{Ep8zUW{O%gtXj2S0H(H!kE>4TwfsuM5orJQt-A#7F8-W z*)&EdN&c93b-!Sb34iH#C(ve;kh8iR81DPG`F-5}mX7}2TRAY{)<(d51 zrEgGL(8gyM2?)W1Ute}kMvnXrVVQS(^QHdffzc144pOhi2;w!0z2%32<#@47ymev( zPeG+qbnMJL@@eS`^o8+!wo9zXFvNJ7Rw5_;-+R4Hz<=Zp2+IYEBVmXZl@%6v_J0i8lfONAjMI$p*oil z0v}DOGTAgO}$ytpGQ-hLD|2X0w=;lW(Qr8<|= z!o8_)=*F$dRdh#cDm5A{&t@7pHtfjiX|FJROrWXL*i)-LRrEUc4tTlZ7R5ZsZd5~8 zUEgoSCGH(~bd6opp*O!)`f)q4X;>oo6qNP@ue4!vSRAb!5=}nTtDN{HEOkRFQ!T`$ zs-Im#xdPn{PI_VCMo&I3P$=|mYVo*4qw*NGVW`Y`=z35xI>Yl> zWzc10R;!p`2t4`m#-{Y*#dGuW+MXS=@>7?*3nz0)~Ir;w~C0LPu@i+k*GfY z8sbJ;s(Wm`ZYWc^$cFdyxd|asoG4VAuDp&;V_Ri3f{Y``ptojnzAB9Y9V}?YA285~Ny6B~51|`ARMxTYZg7p3Opj zo3=kL(HYn_ZM*`-Mx2f}&{+-ivBgB-41O*@X5ZKXiZ#4+x0PSj8CSV~|E#GiFIcY& zd!4~rP!?t0Xf5saGJp(oUBa2&Kqs@kAVw9uv-Ygyw=^%yBDgGp=ei)_*FPu5wdQ^I z2nK~LgEl_p6;L5IuWMTf}| zBY;#(X8CRqwx%rSvIxwK-P%C9C|n2$e#EGQr;_FNnV(a7ey2S@L^hCt8QXF+jsNuv ziu*SZ+gL~r<-7xIf4unLEXpj}u-zcU4Gm!VwZNVc00_5atth63I`;z8b7@s8q0a-N zc68XX>L`7HD&e%U3eCO)H`@DJ8QKtwm9Wh#ip)7hsBxch|AoY=0E!+jS%E~B5eZ!+ zwXT-JkF@@lTT~iRsi3nRJc0SQ+5-#YZL1Fi#)P4Xnqk=|NIc3(7tq_#nZP)Ig;Xb` zlbB#Mg6>J7jfCy_raFg@IZruL+ms0w4 zLs7`XOCbZ&&!`~GOZ^E;J8p+CM9*cz7<;h8VJ>y#))pYjDrIZ+@>z>)6g(E`e|^3_ z`()uDr~!DbH*jiWFGuXS&Vc!4-PWE?zkH^2j}r1TsJH@blp7XCg)qv2t-iI0P5$&U zjP(lSYg*xKg8re;bump_W(b=r6ziHntekbEJbc63PIz80uK)eZRQ(rpBUgW!=_ea& znbE{gbUnU~I=ZSRapIw!zAAwhyrp$mYl`5exl zKEy*9&XG9eMv{PF+7`&ydY!CJ& zmU%+0De=zuFtMin8f8x&#xyFQPlwT78H^~B3mMb<>74`6H+k`D;UZ7+r9J_lg)hF& zK_VOLEWvn+&|9i^5X>*`GbIs3t4V+{jb2^1jo(z#UqB{B;d_pkKMUi`E3{}_NqgUK zX8-wvl=E$X+>bXQH3IeJW&fpc^l15ww^`M}Ax7zd-81-OLEJCDRiL zl<)Yo@gY=MutM4~N$^Q0X_Wcf`A@BSYl_gHuc4(B9!}Z4I!lv|k2{tQ*eQmrkhhz7 z*tGbW17GYSl#ld83I>^S_Oi{=R?$=kIclZq@exe0@+-pMT7= zd2jL%{{h|&ewiF^U&3@&ig_9@aJ~;qx>vC=p4$Mt(Z;(ST)1{NbmPqhwrj6^Ol&e{ zU=sxfugEy>sH=}etYMhDUWKje=uSr+DB|myb$r$h9H;l4BBZ$ec!h{5|LhFtx__w) z5>#P@A~pwj4VNo9!$DF+nCBq-qFybgbv2Mm4ykn=bLrFEJeHOC&)+|qRbA6oDkdc0 zR6=ezI2Wt*;w(c)lLF zcWRmWWyZt_)LxidkP1xJhUL_e{O?evg}Rz08C3~ptP`}AJo$X z=#bQN;R{9liS|(%nCS4ALeUWA=Kq0E1JLQ!BAD|dq$;x%15%gxVBJtCS*@BdK1iZQ z?$EmkZOn7o-M}=|$x^UA>XSQBS<1Lp#Ik^~^p_~V2QS=!KKB=#C7_8jhlzKfv5HhT zJDJWYqW!Is-?)S7GgXr*LY>n>5$)~0LuL9*5pLzTUiG)#w-IJ`Xm2M{GI}<6P1xA} zxN%A3@@@LdSLJ(~^|tjEveFl8$v+$VrfRQ~J`kFGBH38lFs2AAdN8N$A|yfj(?9CR z*;0(qKx^0*-^WjTDQ*`1-;+8a-UJFNLx`|H2w%)BIx9%8z%19uXnPj+b$`8Jf927G zh73x5vBGbNY4> z3jrPv6c2J7d|Ry=D6R6WMI~d9sb`}X&d|SBE?T(sp*9$IJcXGL4xyEQpr^PV1kn@~ zY@#6z7(J!@n>&YxYEIsb9ZVRFl}AivhiVBn5oGy(N(AZ=zaiw{`{8ka!urgyJ)_^J$mUc6@=I`GtT{CGadBK zKIj=PycspanIynf5mZ8ZvIe2S|E+sDcW0ZnKjqgh$_piAGpAn3G{p_u8-}lT0)`PV z%TfwDkfXMA$XJdys5*a{G9Er!2SA-Oa4@UO@MU`G1`C?Vr&O`yR8;LRh#R3PTLKocTrD*&Bi>L{)z#*S2CsF{3_ibhvPr% z$ln{`y=g{^)s>kCH<7{bCz(GLW7NAyDzkPOV)VkQB3wlYuy&jvu+9uJR%_ZGh1t%}EX-Yi>7yLk|ZW^hCW674K z5}Qd@(kFGyejwH>v&4;gMgil-_M3!D3Br~|fMq9PSI?=DZD+~D3?u+Olw2Tz7(LgA zl&yhT&kFBYp=@i#XWYc&Tr6+0rpM4ql>}SlSx2fSiM+V28H0S*wl@G!Tev`7^MYEy zzW5k7pOqTctwf<{hVyf7QNSilj|$>~_hRtvH}YlSMu{sz zAF3FcyM^`cd6{7tQ`_|ou{e?1N0&7d>0*xWow4G|KZHE%T60R?R?-_L*u>7VYQUN} z^~(9$9?BuRyjnc(g9F z5RbSLh|z!Epz-#K^kfLj*GR^6SNrTV$Nw^nm?`p=newO1!B2`M&6gW$R7|8ks4g9l z);#!j@b$A53U`j|)`C*W4hvZwUG5gQ*7{dWyQOl@$qn#T%q>|09*(5xXV*?|T2nY= zPCLG%zphn9%0>HA>4L^9w)iBHe}e5o=-g_2IsBE(4N_Tt3Hc>KMZ3Up&F}NZn@dj? z*X1jsrM8})!X!U_%6fjG=i18Gsjy8%yf|9pl*MB4GkI#?Z&BDlvGvf7Ev~2)rnjH8 zdj&$9P~XqxxlD`wU4-iB-?i$6jWQ5@aA3YPub01k^e0Qc*D)ho^2PL8^ZEJrHEBb} ztaS(U73fK?82E&bZSm=9Z#!LF2r7sL_PXj)kE2XY2v?#;;VM)ZgApBP&;YkoO=4HT zT<#T!TR80UdrAHdgGDXv3Hc1_o4Psb^*5fGb!&2YR^uO7wlLjuDZq*o<~F(sGD6Ps zN(QHa?TtJXL>Neb`S$x@)796Lm!{U}nSIf39;_qmYtFSp9A^SeDQ|S0SWe|p?|_*y zPYV0Bz-zQ+tx|qW@~`G@B}=-3s|xgM1DpK%co%Bi5hiFs)lpH7joG{E{G(u^tbDc~ z2{EpzHGg7nCt#B!vAMC^IIl09SevF@&RCCL=RAGC0}Zm1l@jwtQ`1Dtxq!FaVd=$K z{`m(_&!b--r0u`)70wLT7F?44InT>Mi@j@o5loea8s?*`%Ftd~618-e>ro!f z!I;*oFEA?$;-Zo@d8?dB<}e1udw0&8OIAmrS0Ks{!R`SmGkp>ItSG8?2g?tF;+-sp zp~6j#qO2_RVsf(#)PYCuU0ubA2mE+nuh$D&%Jvvtf%NL;2@N>Pg44Avy(La zO7+=WO5R^rFer%ovW=8!a)-5WgbV7^{#xhXs;gVecJ&vu+Wz=4dFf)LV@!K4Wz))Z zQ{rBM*KKU>rT5}i z|Ab+(m_m$^;84sZny_qLvQ+nZI)Rvoyy`AMH;VV|^B_+t}JL{v2!{BAEQ} zoZ3aE{(L{M6)h%681Z-K=&s*bdCdC3{#^)!$@63dpC-4=T8`j5iwF_wI}V2ke6b-6 zPJDOBsK`zNvZS7$L8>irHjL+L3F4`D!~mlxoj(9{n@@6HNFa<>8QP~k-}mf~6>nWl z4>o_XkN`%K(28aMK*}Tlo7|~#J9wxHc+ss+I{q*RAS-bNoU+BnryHP3I)XtRMmwF> zxd(%|)CsMVM!*;cXO{^Rq-gtq(JiYV{z+LQ~jC)pe{$+=mg8&X&L}Dl-d;Y;-!hrG4omKPbDCNlgf-^9X z=C$41N1Sb*j7q(U{nVOiDGdi^oPH$OLJQ0|MaYra&gC&ow%8$*C(+JqENEB1;ud%I|RbTQK>)}NE;YM&7j|$@y?J-0K*I_B8WEx z|D419BDc9-lP0@q1oKXxO7v#{UrZS#?)(Ht<4rfjaxZ`9MQ%WPuRq1+x7>zSg!tvK zjir=H`Qctq=Eu2^u@qg4NZ(YSAz>G~d-=0CQZEUd)LV2rlMo}7mO*S#)7ARV&-p(1N&n3d#ouXJ_UjV7z_eg~veMqg|rmA158Mz1^C zw@7wNjUflSZ%6j9Bvo7!@~mt<4!@z2c8$a}U3-$flJ&H*o5Ch}O5FB)Je4CS5Ir#Zb%vKpYs|IV?&CU_GD~=2Kapdifw&5#Hw)30)`2LC^G>7J!!`BwRSomE z`=!Y=SPEq(c~ZYDeG%fwjUgd0y9O%!DoI6)L<)Ou9xzFAy_@Ct;pO?FJ`%W)FYO_J z9XWve%7e*D`k*k`_fGoF5$03fzKx66YkL>U{*x)m7!u1CSToVE8Rb_pYVF~%$^Q3z zP$s6wnO7j_X)>z1ygJlX=HfT`QB^$ z9mDo-Kl69D?3B<+o*04_M0$ls&MJTYD0~H?AHq3*lin=+!nWO{b=bSw;?1wc*@coX zbr+^^JV`GvGp>I5VuJ6zMp9!6;2HT^UAT7qWXNrdn~#lt+Uv8c@(NRg*6ra0^vJz* z*%_34S+Mt;!;-4nNIgbIZMoVKeN6yEH0r>0AjoS~IuBi{qr6Nn(8h41%8kQ7j7Gf! ztEPA*0&kwUA|^Q~BwP;gCdpF#w|`vB;gvdbkzY6*oX%=*kjwIbvLHuaZ`dS+XzEKV z_p$6?ZggzuvcBPtzFBA}!B1CB+wpGp3iP6R*N{7^EEHp>f9LmwkeFJ95>9`+?VwPM zKkf!TEWxA~_DlyG-YKepzW0Rf`7lUz+Vq3om|09#&Ck&|nw0I8camtnvzmC{zc|8p zreM&^$ny{tE?JTL@>UAVl4af>pG%cwz1QGi4h%)h8sly09aZEYDH-NHgm z73=HIX*4dsiXo+s>r%+0iI%vD!|od%N3k+@XjSmO@{6ln{mmHf#`JYnk@fTV;MuS) z*R=p#jqTdN2<{35J4w*1}aB~a`^ma|Y8G0GqvJWiq0!$ow-NUWP4 z;BoiSn>OgRg$fb6@*&95>A3K1kvoqNm%*?`RJ^Zsx3Ip<)X(-G*KdZNm{>qKSj;Ch zA|$8;xtw^9i^~zcF9k^@m@qG0?ppP@GtDJ@P=d@?k!bEi^bDuR#`120WKv?~5Y;)@ zwtY^bsPTi)UuAGHnXJ#auy}5s%y9u#Xy$AU`K~cCfs|`|ko+9^%kra|-d5G!r=nmd z9_Z`VO^Skt$@xa@(eVgsh_Tev%BEJIm9`= z@A*c{N`jZu*Z5^xZClmc{^=aOGw}o+zQ>Q&O}ZzNw0Lg46FnfveRT7It)}ZW#lD-) zL#h_FO+~A!e$LKsZflfbhER@|_&)lS-#8x+~B#_|fYtP_t0|yM{Hv zJi4|7y)qd_fRuJq1cp1qLbfwsZzw`@&BI3H~jvg9048RCE{nrgkg2 z=8t`9>+mmGP^*>aI3JS8@S@NyIQe4$Pxb6!_x|&npGNY=2Oa2RexBC4+IWuBkc>U? zKncmk-K~Rk-~s^pcgW|&G{EQIFZ}DvuZ;pTP%F`BI5@qzXAj3k%@`()w9Ti#b2!eu zft0-heM4Buy`|^pnFfzlFu+X$B>&TMX#n6bhL*J@s2E1f&w;P)uQ0{Z*puyl!YXx; ztqA~y|F=mJ?EDy(#H4B;=u*ro9JMR6ZYXX8jN&;O<9LG?2n)(f_WUFyJ7J#ancxR7 z71&7%)GKpCl~Ck3Z=M#Bg994-A}0C${Wpvff!Bo1oErNnKX|QoLq8C((FZ4S9P=!z z{~4{s4yHov#52yulhf!4Zp>%+*&!d?W>qQy;3C%2xhp`cou{>okN@k`ns!a^6-c~| zk;SBuW#xV8%l5>jn7q74qQAT)T)LayL{WMNClYgIM445rC?-rL-(#QLCgM-`_@QdV zPLWe6KN`-=JKhpXm4TH)BoVMNpr5AfXsAZ_e9?JsTJy|i)cuE#eldx#w`x8(s^K$$ zToxzLdWhb_y6a1dqfZOWS$cU*LlJb9Yoym)G9?6+(#WQbxws(`r-O5FS%nMt0!wFW)iy#%ILEf%h|{Ug<_AlNef_kU99cMQT(>JFTxh z-}`i&P|6+vI&xc<`C|r{=d%>)-m5X=ulRbjE?f&M6IjV^hxD*W-5zE5UY+64*w^zw zul`!ruRPt}2+?2jqgi9$Cs8<#7xQyUB=D?l{fJqSS7-iU*-syXQNLkjWCN44^y*G- zt2A8dBw(shgSo)>f1k$UlE)_22kXWK;DI(5?Lgxn1rk&V9c3D_WK$V! zeKNxc+F2lYkkOJyps_6Rl|V{$TcP^r*Hh~B=;U=XoeO}xh44;F9g7~@im1goOWo=I3s9HuY zn-}>R<^ci_$2cwHGy&$LT=G;KrNi@g)F=9F#Z{{DDvOGkR+{?nZumQMmwwu?P2J6p zas3;?{<*OOYCtrpBGyAEhkRelWq}dA0||nJ-q`js(q-kJi861|g!QUVC8~TnK!#M@ zS;(e%eqE`#>jxU`YX4@XYvJy5i7SwmbGQ;@S6Ib|VtPY?RfI%+2wCf1JZnu;d=_`8 zy<`qh*w180=yc?Z*MbwO3ti~)Xy_@FSAVKkM_qx)uwx<_O!r&H|k zr7r=8i=^pA7A#PCFzX=XHO7S(o&IYC2yN;KrSq1=*lFLH120~dxxBmhd4RJJzXkG9 zp$jvbH9C`^eK3e|kIUFU87B0|_q+2Qfxq<48u1N&Nu~>wKo*n8W3MurC2zew6dDRwPb@e#;ca3K-oFxde|nKOuWdxO#6c^(-3C z`&=xamsk=0#x4{Gq}bw4OixmRaeD3E$6#~z<1C#1$Ae=%5s4jeBqQQN<^nA}kE+%T z$;91S8z-=Clkm64hSYU7vE)sG;!z)P#t69PWz9mK&(r2DK{6z$PF%kmKCn{~Y?jt? zxfg79mkRG?=JWhw=^Q5+aIuuvW-D7za{-40;oaykXgYM$ly>%1AsQg{c_yE>8aRoCS1Z~5V^{tw<{fy@zc z#sV0oZH(#6N_qyQ%&&qHFp{aoi)?1CR&Y}2<+8Y@yn0&!+wd`{o5$%^w$36k5XCA! zzz>-P_Se?rOl7yZHXsXyJoXM~I&apLT6yJYJrx;nj_E?;wL@b&P3vI|`}|s)&plAS z?H82>KyZ^;aLq@q`x=eRR6r0Dssx;Z@^gM2yyl~=L5^0TZbkzE(wrCWkWGW@BpgZj zySMs&_Ay3iLkHhq>*VsfubdSwMWMPGruJuXgZ>XoUlm9PoUV;k`m~EH+iD(b{G)n0 zeBdBTLhmA;%WZC?3)QlIX{OEmo%vt`se5nxrlSM$j%G23fEGcdZQ_xw{meraxq?Y0 zAyl<~R$}3VN$^@X_nPID5(Eg<4(#NKDjt%GD!b|aFieGd3gS`NLBOekqld@D&lCNF6u zzP}!B!H@_#H6cl7A*wsvmOCnv7wU>p-c_9Nmb5aAKfYP!+(hKcLB457FVC-#^xVHN z4j{W1Fik0Bm1{`X;QQ6_qJm)t_3_982OV%QV3jpSg806om;YRGR$G1L8pHB4a|B zV95Ux$s)@AR$*DQM}Qxr=C(gQb_HUfxB|^XZG!eqXJp@PSdzV5!awM8jm6<#v9H5k zCi+T^WhO>wx0wIdqAgR)_s#KV!^hrOnXx8J=OC=UG;6!Z%px5#V{tB8*;x}+$!4iY zI$YGaQlG+M<>;RqO{48$G-J1Wk7-HQzc`R6S-H0U<##xKg1?BxInJ2Pvi=E8dZi`h$)+`QYId49!pofEopDLNx^2YYXCu}jWk)1Ri z6uImMjMa8V3H|=m@xj$pyU{L+b~cL5oI=3)*97?$XhOG#Bau2&wBTcN!ow~dF(I1o zE(F`IYE+uF)zcaErmixa3KuQ}tQSY6@X!i#^Rq2Orzew$ZYh$_Y`ZE}*iSYW8!}%u zja8Z2uJK`sydUKL&N^irOrWF8brrI9bKL6z*cR*{4 z%G-38ANIwb>1X(W1XN&Fi1SF(XmxWRuwm0qgB=$S(>z)?W{h4LgvG=vFPICxlmjCbHXzZ~`w4vJ3lF9TYajn+gIDW5SiC!&S~&T)Xl z=k$@lvgYvJ6s(e5$>q}viG;l(syNtkRQBH;&@lLiP&sgwi2$3sGVn?8pW++$_o?&mOcW-hFe*hTeKvQ6nc7&1myY&T-08PoH-l18O;zmm zaug;`RhrDQ@F-|A7swK3#({$%&5sLeE9+jxfO>IvSCLUf^U&)gjwBLtI~H z4Bw%|*r?5sU9wdv+}hyL$=+^_D!RE03OW9o?*t-lWQcCVmLO#P?Jr zY6R?MsQL_rF5^v(0PMP9a9&0ou?{&_2~q+XICfTJEy6roNhQ0LMPi`U9@5S0jz`4m zMF$_s5kTd1rhE*+IU!;$EuoBeP~)^^(nB29P7{S6xzuDybN_mry*BlKy_|jXOssT3 z1h%0mv9@$u{?4IV%xk)v0KNco)WA-Es%{$4VaZOhWoMGn95!bY)Ub`@x`(`LL-jE( zJ=Q3|87!`eI?z^thn;^PkTO zd&ryox9pXW)*aNvHH*~@vp1Nqw8!K}1vGJjintOw#+(i|zagmArgA{3bnBA~WbM%D z{(!NTrKvK0O^2aSJJ4Nu{!*D?)8t5SxFz-iET(h0IY{eJjL&Ep=rQfq>C@T%!1RCKzr-2ucZ~4cZ(a@pOz}3;@KbNb!`NjT{>n=H? zc+8DoMpWkKyZ4TQE^B=`#(@Z4Cx8Yh_bk(8z47`}pqV9bvTodd9@rlx%zSv|5sJqZ zsw`Xg`HXGj8+YIX9EUTl&wQl_UWopQ*X@zgnx+`CO`<8dM3!VXw;&B9#f2nefQZ}{ z%XK4oqjc6G1@9tMN;?$8Oee9GKv<-u3xI=gY0drwIJa^`j%K)<*QP0D$N{6692;6) zo&TqoVI;0dFIdmfW+hu?!v?mo9vOugq=s^ck?@l{WtETR4q=ex7{7c z{e!{Q0VlnsX8ODrm8q$ni{&fsRvf(ou@qRrj|Y5izHWY;??U+VIVR2*daqrgOpIM} zK`9@%fY}U>5uY!U?XtSxgC&3Z)w<$`2?19-+*+?d$Z52)P&UqD)cdvWmQJpNXL>># zH1@gZto{J3bHKH3xL|_s^dv=}b5~|g89$sxPQ&YMt0!^yJO@8v%9j*XFXF?KB}CPz z-x`0NU-pmeVWB3&%-1*|idFW+vrMW>O3Q#oacSG90grLya4Xz40{zs^DMHfclZL~> z%G5lfq^Vd@?}JImDVCZgXBFWWT^m6gsb@QfrOC|C$XIst3;9F!;M z6tF!;ducH$z%fO%E#yVY0XRS+kP>7Bku3_ivj(9y1v0YvXvHF+!gx)P;2I>_6nKCr zrtswCkQR|6yPIxzoEWJ*QMQ2f=Wvz8X=*dg4Pjv>Qoiqda5*02P}i;pd)HYm*9z}d zeNmL);6sG%81GWv_+$!efB-(A@3Gx%@a5K={Ch zk3Cs|$y*YH?I4U#r~JQZcYdIeytEo4#B*-aSivzxZ0Hz$vyPQJh!e94k#Ov^dH0NM z(H{2921s!g+s1X#wPaHZ0N18}RD5B)tQnH-&TaK-wo4(qKhfs%457~faGdZi!hQ{} zFC;+Hc$CKmwx?kyctd+S6)b_2ZJofl-q(1qWz2ymP@a-Tmml@E7%%G{O#-P=yZ7fQ z>2XwD_XbKxd724#UR+^QSp%;ty{H4`V;WQiq;R`NyW&C#yw(xt4rf2c^C7GYC1gSM z`pemfk=H&Nsn1pwU35_N<+3Wr!ige45zZ4>Tm+d^B0lM>e5JuLC2 zgOlpw7;^J_y??6J85fswI;3jpn0if`%W>(vzUWtR`7FIRsHI%B);jRbsH9RFDx zDhLH)n{MU;VNSt6S`4+wMV`3y(uoxj&rl5M*U%YbVxBC+wAppfid|&g>lOXNVE$yCls)L0|v2v z%oNu+r4Bvm6@d1W+l0RQP_IoQrAxq0fJFr==iUj;c>8j$y1=Vx2ML&V!f*VyR@3?6_+L^qCDw51a zVo0H6iu>09td6bv-UlyrEqFyI>DvSLSKyNFyJCuH16n;snd_jXQ5NAD#kUa;(IlP4 zAQ|wt(8c>-8^Ba9ER)5ynoLxbdo`~- zlpsyT&oGh^;2Gc;-0&~_JTmUXY$u~N5mx`mg>co0-FcF%tSkP*xEtk@=2XrW%p3PC z)g)WU704msEYU{fmCUtA`w}vyeNXm2Fh?O2Bk0|x_f3v=n7@dUFj3L4KR4Yj3Vh{yYJeeEw!TF z@Ej}!j^O2)z#iN|&v1OPeQ|}}Ld=f$D60;JmMuI6oz4Z-gk+r^83Y!DwMIH`c;qIR z94@3$M@-#sJh^$0L-ir_ngSi>?jIF}l{YbZ@#_X!ozw?X1djWmJ0>~}J_sBeCIWHR z4~i4D$ZCPS{sZOe=8hjYcB%MnDF2`d?RMV~*eBi7`f4Dl6KLifh>qJm0d`9BJHd?Q zKd0;J#&ZZ>TPobOQ1`>RFNqtog}r=FW9pAjF3;UK$%lePc|+N*d*_Vp-?xzSxD8G( zo>j3CESS~B*f(rI8uR^bP=y7J**+{r^_;gJj?8eEVD z0clYhq`SLIx|VJ!X%K{^QyLa_DM7kHq`MoDZWLIM{J!Jw{b%NKXShRrW}oMt=bZE4 zeMBaI-=3-C=b7H10DDabk2_vXS=M4 zZ5$!ZK%7*q7A2z@?u)M!@ch%lZ-%pv&bc@;uN#*#P75{KB2v$F$-_8HXpY9yzb6G9 z^rcex$C>=AU>GYZgq^MdM(3yua*oM>7aeQZ;gLhHhT7)hmu9UEIzBUY8Z8<;@`beP z@x?|Qal=pbMWuuiHF4G#a@(Hy@Ons+zE}b1zK!KYW$1rlxSGK=63XJsbTE){4{C01 zPWkoHBfhZPw$6tLt6?T3(cTY|0t!iVq=x@kHM`bKU#^oiiGs$qVBk^T%@@w|2_;i{fvyw@MyJU# zB={vWsSa1*?b-YWJd3?lYpR9-9D#^K$^9_(UUZbXDKwl!DFrkjpi%NfMvTk9Rp*tP z!l$=}aZ30gl=IW%aVoVfc-|nROKffvNtq;$)n3wZmxX?I6JwK3l+s}2vw}-w(1z!N zuD}?R9=Efhy+^E57>0}Y#rX{8XK~;}t=rjV!gCxx6w$P&%?AXY*7n((U5$nf zzD8`Pj?oCijj8b>Qcq<~k_x_nrXIqcf2&XKA-^t#lIq`f-I(Si81rr+4qNaxR!O+i+TTN6AbX^z^9R8NP|I!%oaUPo_(VP0`+ zn=|?IrA_E!3gGgynPApQu!03fuNb=phIFT#`a9i0cWWjzH)Si7w$hJj$%!2fNiXN@ z@n_#rlAYhhc`xpY zuq@Wr=}pVvMkT#qr}BoF?Btj;!hBu~6{fNo{{AnQJoGrXx-=srS0#1^5gg(coWg4q_k zk0dA)67Q^n*;Ri2y?Jm%q6ulwO2L>5zg-tR_!Jr4`Td!{bBMNC4;dT{hS+=#!nho{ zhP!re?^cWh>PGnxQ_UNWA`N^umaN>OBlcBgX7=qOcw1boM$%JV^P%MDKZBh>8OJwk zh)I<)0}t$#&#k5-i61pgYf_LM5Ez#ntw2g$ml~td@lH3nIj0bceZ-3T!Q68b2}{Cs zRmX;-uu72%-?kQ_TZXb*PU(P#7;-z=@SF#C$9WhCJo?|c0YOOAu0YC%j)EGBWIJH* zu;1smxdLY~upBFw?}7!5u^6(Tm*4C8a`b1ER({|u?0V7?b#U-y#GKWxi8n4T>e6gM zjdK*0*&IFeC0E!0=`m4SR=HKYCYs4v&Lxe^lf(|))xY2qNPzDj4L}!kK%rt${>dld zee_j8f<~u0kQ?*An;HYx)p)xaRjC1_Qf1r;tsVD3lCmEDK3^=Eww9k4!$`eKDL{xE}}w6=&KvQo)Cj zg=h|iuP92_t&7B{3%<0))zffpNU& zlGwUBpj*UlSK7v-9Eh_!Aie8o)<%L~s36$^MIcTfP^&G~S0oN3a1X4L&^M>m5&(P= zr`AA5TO2=yHp6d^GYHDpfGO?LV|)X>550kBG7+zoB^bN=gSh>L+F{uJ#Df`3@z&*hFHk_}yw7ut zxP)N#O&m3kSwsYegMa(!w7(-}+=x3gR1X|wlN6~u(gR{vO~W(*KV7yz&kdCMU^vbQ4J{gHMb5`i?O|g*d~MgRH9s69sSXdZn<& zsI^s|zU3TnZSTaIhI`GxA)m;GYdI9JNDC@M22=IDmf)`Ouh8j>bGzMx*>JY2c@_qq zwrC<1;wWM@K{WpG7bu~|>18Vd)+qrw&@zXR>}HV!5KV7waJ@7SUOmyq+%KQj@5P}g zM{*o*XLh1YM89qyYFFGQZ`Ss}IBC+2HHj0)0aipdy4TxgtKlO@2-*q}HO6h7hQ$w; z748FwP~Pm{8~aB7$P`rFd=c&Tmf;`dKN1p(QyjPO8}z(W>}3jCg!tmBnId*a6L+Qc z*NjvAkD(gEFvA}|iam0)$d)}f(V!@ZjHMD1f|K}7-;!)^nm8BN-cM+-H<|fMJ(c6+ zR@j?ilVXn5nCiQ3J@fY}as9U8@}MZuE7(PS(!02Z3v_lByzQ_hJ$o;3ne5@(bw&Ia zsUo_xkv;|(2-@(69Xre;MO{wr)sj2N6h)70^*QknSUzCRh2Dx)THbMp>_>JvD-#J@ z=-j74Cq1z+Qn!$K9O!HsB98@T}v4XGtod_&N+4=X$Th zcXq-(ID{tN8{{NGy@qTt=vz%K68c zqeJb~+9zoaTQ!u!<=w|81MF@r`}C9o#~d@J<6Y9gU%8XQ*W2{CnQ{}B3OgbywQ+NB zKWx`Bq^-9Hq8aUs#-9z9;=kPCM=2@--=pBL)yQ=1QB=Gv6?NT9m_bE>$h5jgp0H{Y zhoL3w;VPGiBv2%`;`fu`W^Q<~pF-T*+>0d1NpmRWsrgY#v8WQn|N7i@b9$tls~MGQ%2`~u4cPLkAN2&t>~=; z=+Ru*V{|LyDhjVlIvB6CY*MPeDXO@Kp}mCvWb}hsuC?P0p!!~kHwtwnU6W>Zsb}w{ z27P|e?Jx2lN*<*x%l~$w-I<_?2^1%GFO5Qfs*L%)k=0u_pn)hQVKGuuj`NJ7m(1x` z@xta9@7EvUWIMznCUpskL+gYvV~s9eEfr#6JfX7Hu3>c7k1-2bpUr4uAcj-V1la}@ z0B-5hhKIcJ<`m5{CbdH1jVNb4%4}@!2lm%3)KlnnmmB$*LVQDi%OeIH@u23dYM&A1 zYByf0pOF2)hKxO=s*#;-KoW%D_&=;7}Epf-3ls zd$6_a&E0p$o$%$WLL1NccX6wUA}?q>#;ufpcId3~w^N~(NUWEl+D8oXCwSeD%M0!7 zN)3~KBNRH#>6;TbsUGp%4`r)9!{g_u=gqR7%*a#I`}s2VHN(V>gn$T6Gn0~&?WINQ z&VFm@EUC3YUgCs5)1A(m3|F;PW3%CfJElf!#kKyahhQH4rhCbhjvH6bv6ojZHEQ5& z|IcO4XyN2G97&Uw7CB}NVP~5K?cn{p`AQQ5s6f73H;Zt^=bN9$lK4O%)K7Ve4U5o;|T@z)zUkr5!<_f>$yhLB)GS*uro{P1G- zzBmtvN<2WCQ+viIA63_&yT$tF25VQ9N|Ji6C4jki}gEkBy|+j169oC#8hXM60_juC#JfA?U3~u64D(Cox z8v2ZeS2aUhHwg=~WJCCse6U09bI~tEMQALYlI@zVOsUF#Lc-_-^CtcVFI&qkxSpZ0 zeox}n;11`}5Q~y;u^il2bu=?)Okzd#?iERg2D9mz*4Yj7gOb0|jUFEwSYd(cdc`VI ztjP7^@|MdOE$T=`TiGSADn7ZF)hw)`GPc?6WlfO`-Xz}677C^1WTH1}6PusxKLz}A z+_46zhUS-*OxD$}Gy(CMoy6rbpo$P53)!!K^0DU2F2wl{WDj^I0A@UN!1)9?8A&#QO6_=ZmcJRDOWpv_S z7Y(x<8`~FFJsN!B)%hQA>HJUv9w^5P#dr&KBx~X~yM)eNdHbRyY8XT1sA|<6C2v0* zE3FJDW=kW))9NY}|H{Ng^6sOfX@CFP9wng%n+iv0XATMf5XG6onT@4gS$`s>7K-$22)z~4?6P3`| zXL0TQKh}rN0d~!=`MUTxM@|vl3B^>3t)xP+!*Is6^*XbRaId1SzzEY%@dU^v2Mc`C zm^wrVI9TcdZ@bLumB$%GY>YcsuXS68m!?mcA6K5x!&qa>A|q1n%PP2i>8f94H{O~L z`}=QpR}tb^@;hxe=j|}Kv4lz#z3u_9)qzA71W-rRy+0M8yE72H8~=Wec&X{66omnW{bm)f}vef!F*TphC_N^g!-WmiC8_GSNcIh7E1^IZ%HFPOhhxJ-qG9H3Y+xSiv@)5E0ztO_XL|5U zEIjc$Uy*8s{O?@ai|4hHBit|CDaY%sj}v%P#%LlrdAXttrS98Q#aXl^WrLUb3V^@OGI^OYia#t8`E%d%F%YPWg1U zcTqI7yBei+Y*>{@x{^(xNZ|&VYrx#|ZAl9H{N1j?EWJQeF%f&PAiznVrB2&}f2Ofl zo5(#p2evEMkO;jXeyCK?ZGmF{AkKYDg9WL!neKzk3SfDit4hC@0h1k+x(oNqm9O}p zx!TfipCL~5&X`kvQ5yVGx>ab@z!+Is+PN6NQK-ho&E#zNjmQ_euCl#9MOJFcak%Ac z`@P)^z^RJJ6u$~h@b@jNv-p9@kXvv}ne*{a8A`T9ha)e`O@atRd>qKt=IKw#o5yYS zp%RAB=fFVee)62sSB@$QB*+u;Va7G}ejs15jJptnV#(8y@mN`6K1Z=_3Nz!A(%klN zCGD&A$Ktmh7ju+!?{f4CNQfT`CDx10ZOBf3i~@Z4>CC4;4wM2<%wGE+7q?z}yd)Izf3U6w_lJ+Z5f!D~565ULxunw#PQfVS~O*h5EZEX*;M z`b@Gv=k8|xyr2b9!lpy0n=arzkOj)$8ErTBI&l2XL(3onTx3}0*@}pVmlTTn!7r+( zi1o{-^y$SveppU~v7G-0T6(DP#5TPy?IE8KuGqsRCKUY-94_wm|S?bwhqnF-L~ytYdqB zrKe{l9}Fl#_(xBj^*aK*@1lzTK!aa&Rji8IxI=H{xMTS6BB}SnJy~BnyC~3}obDfM zHJGN9I}yykt0b4fBR*AnW;V#kbhi*RPO(%ala3x&hv#|9mDo%Zi&&t)-PFk+Hgade z8EkU!IuLnAqQtlQUYvVT2w^+B&#p||RAk~C)#b1F;HWmNi^IZ1u#9l|DLI8-IRG>2 z88i>5WS|dv6QIQGm%8VLL{N}sD`I#}#ld`9no*uv@Ng%NRLLf%3zt{6RfN%=05a~W zynQ#8!mH9%+DKGpI}t;dQ>~7XZ>WO8)U@n&&+^uyX@vWg+sU4%udk)*`7Fs{T9v!& z48hS_g)F>`nYY$o?3t$ioJrxRblLO|{1z~8wrZhdS~~P&-|+!~nhb4hN1Q~H&+x#= z?Vct7(H()d0>o~+<+tO3W4~0fNJ1=il!;LJ*{~?3-5O=UWzMS>9DF4z z;^ermmpBOB)Luu zRIrW{42m;HHk|0#N_3QbD8u&U_&Oc3gZER$G$acc5_sF)QJO;-Grv!0yCEl$@JZAH z5i0}nyu|Ss8s{w_a*oQd?<{E0)LF0wRHdTCImYsH}XT^-1}?NxnO5FzDp< z%K;%iF2%AY4@Jx~3x|!TxeDIlau?LBXPu7-L2>_bK)nl+_p=u&-?YjS64jY-#Ivq@ zpSFGyV3oAf#4d@+_Q`dB;4SOg-$V8OS0Lsa+O$1k&{n*MvVyWC{XTe$UBErkE|&=p zpiVB0bFH}E2~MH)AZDXT4TZ*y66RB(4Jg#L(Yug3?eeL(7V}Zd{Hw2&Lp*G8KX7DA zuwtIP>lCkN&dh%V%u?VK$Q*04k>FSN`HDAS&qHO~Kk+;s1v!O_$=S%CyKwD3C{#N! zR)6QLqs#IEM=KstDBZwue%0wq5tPt&%<=wV0Z+vy+2{;lNRr2WftT_K$BZ~8{mBX1 z=bm%-E1xoxGe>qO7_rcM=)HJ!+t!~{RwWuJdv^xfv7tpW+S3S?@tm2`ru}gG5SZt? z_;_@+W{~y49b@seq{QGO#~inb&eHdqZ4Y_2zoq>SHiBTQJRk~2Z^i4>$+M!w6n$lz z>)v_w7MTv9sIAnL7r_Ab_hZEE?&#-4J>uUUGFs--N+AniX{4j{gs4CR{1Ug14H><3 zRM?>@B9yy?up&!bXJvuk*@81`9guCXVZe*()Lt9PU%Y@)-5O#$PzSxp;zC`+nvWEu}%{T zKg%();u#*;?ztkh;wS<(Zv+}r$BMYAV8teABeeTs_E<-b`l4Qgt(S3^HXYU8>Cpl8 z)%~gVCqew>W34woA+6-M7;owC0p-3V5;4?U0ygB5+OhAXv%jeXX~l73gw)?pU%Lg= z$qNYD!D%cB@?K^>t#4Cmsm4R%0nh}lDs;=)05+H_gEzkSEC zG0C(1!1+4+@p_p9!pO4MLkX7+)U+|3AX%56I3Hd?x%IbagL>nW9v?AG8y#x4J*SC| zhgP*ey^0++&2alAR!N~&Ex^W+R-k|*u|S;<>enw&%XsmU&addu#8TPC&Lh8DMst$S zfG~rJC?H@#xwJ+vSs5c;6Sc&BlQNU!4X0ngR;eSS#xIsTJ!>Dz4D{zv4;fc8j5=Y5 z9{nDc7C1|)cggPeYk0!6PWR|U0L~{X z)8%@Y3f|AZUP5;t39C=l9wheRR8U8%l^TAbu0xFPoJN8$XhMtDLvLSto1T%2A@tUtvEu{tL-$FCJ}43N~=e zGzl`Kt3alIbbVgfH!`|PPy&^bVD{*u{&q_3_Xpc;JfYuFPSwuUf2MLu9HnwA^Cmz7F1D9o}^F1^m%&j?>Z z-KII{mZZi_<65@8fj=YY;j|&~=YKcBAf3$=K&)I>^dp<;E$zFs?Az5&KDLJH`F^fU7~?@;jKaIZ?A#d*iz=eYg{ zf>=Z?Uj`aj7l-nNb3ZV*ob#@<<5Sd^+CQc$J!nyPk$I+;*@htCahtmJ!}t5!t?=Qs z*2;n(Kbj~%p7J5Vmp6_v@KOQAcRD|u`{;ES^au7dJ2rj#A*PaX;e1q*$kIlO^>`0l zYuHO^5v#AaSog;oDL=;&bgkVF)xWEbD?45BGvm~ud*aJK;&Z{oqT!o5-&5RCB$Q<- zKm?8L_I4T5RnU0T{FbdG3PjnuB2OK)&oF$iAqOp%DDHS+S8_{Ge5pe4q~4l*)@C@q%!6*W;%7SH@;J9YIa9UY1o2zb<1H@Z$dk3K?PvhHA{xxe zRJzOVIS!V!<|o3NjJ&8ZJC{MMI6}yJYrRrc1e1+&_YW-0+ArZ43^jakh`Z!FWLd^) zoVg&d0hjf5-d_phViTRX!VFKlLde=0Fce=3S8^*>6^BlR>m>26d@@UJ+o7GikLo2q z*J9m=@dRXC$Ld#h*b++QvDqtNX#CRGjWs~`k{lw9jBt898_0V;?DW5EgejR+OsJd@ zlZx&)ANG8lTsC?#@{H9^+aDm>Dwp7>xv|>p2HwvvxbF+~(}UxoY{#?J{KAtn`6cn1 zJi=YOJOIho@UQX0rAE_hpyVn@Ou>-o_%a;oxxD!sQXL)T=;vKqA@co; z**CAXRg6sAM;P=n#0r~u++}DZ?lccN&xj`BBkDLLZU2D?f7O)ZEcXc0DZgXAsrh0u zRn2+T-_bbweW#+HO&$T31=LyeP7Nkn{y>S=DKEJIi#}-XLJqQeYBi zqp{vU+6)WO=a_t;fd_xlycglp|A=zMe_&Y6cH*ex(V$bO6j#s93hO5?d&vse)%An; zp!oh=WfEKVf{#9K`|q0+FgsH906ApoPvm@eo~`Cerglfnjf>{<`(z{n1~9|tpA9be z-c)JTb;3pt(Y4`t(@pbO>xK)ig?{E^%M^A@+jZ3{PCjeE=w@xB}qaPlO;ZU~vAx5&K%!$iU`iM3}k2+O)jkdp2 zd4=mo28+9*A9w93#Vtp^%GDO`Q zwFn83rRXX*Ii)Y;#LZg!<-3Cs<>xsTYS;CTE8>e! zE)LJ@kLanbNm)LXUm!u;1sR2ahh?P3Ou?2`o>a&`gn@BxR1jD;_}{W%mqJdJ>+WlZ zd#x)tkQJkvH_|C(z@)X61-`5GLGRwmuV7$w@wPDe!M@R&j<^$ z=AS!xJbNWc0~M~6UE^=H|Lmxhx>BF2p;fAA^tskEXrdCDw$GJZ>8`Yez@6pAtC`jr_pinhmwB2W) zsHp-s#V^%fDRf^PL3EH5s$mx!gT&pzqGL6YN|#69=knjoO26F-HaT?*32n}ObJS1d zx_1mU-%7ZPbAkxuq)Cbl!!sJ{HVCLDb`nM*gHbl_R;g_ z*+ib+KZRE_MdCB>VGwZy>c)Edxukz$EGNavm~IxHgefPd_`TbniJosj^>cN9W{E7d z5D3L$spejTe+LC0DO#n-50le2Wb}GWw?f4tz-+6tn6Xy$$rSj|vLsTeN#<&9ZWR(t z#Zs$h+h~Uh3-NlUGKx24Nn#LH9W{}tPw654Hwb_eX~@cQQ=FpF#cEPW$H+?md#0N>?cSTPT$ZM;N1U*(RHjJv(>Y3Zv+iZplKEOs0MM(Vp5%Ii{Y=FWKO^3SQigd( zsl-dBH{x^LEH5P)JB5|2Z0zw@H$I1ff2?f=_i18ht1FH`k^U|>(N^*vtJShEC$*Qx z`8iGi*&<;rZR5+PS1l|;L;SW33D)cij4%U7NhVJM?tZ3KKPt)^zjU7XtD!Os2HVN6 z#x=0WFA84++SIjhY5lxOHRN%Nrq&O?!e7_of8(d{op{T^p*QzAt-cYLrooh^(?+~> z{!#tO#EG?76~lI~b-?9Eu#<6sG*95F#+$zq$zSFh0jWgnyZq>+(P;Xaa!5iCC&bEx z$zV+$Uy;x_Tq3>V{gomH1ro8zf|UcOh%yXI6e>1BrSS^Gnw;f-KTBm!!)~(hI6zn} zW#?Y46hz-_eP*(2{*PJRFL0i)g zc(j`=wBx^ERHBnndQkNIYc!^gl?!OKquO-NP@Z=YdTCi~?#xeaSv0-)>sacg{zPec z4-~;*zfWX_{JDqunc>0^4T87#9B9WX71Z@%$8zGOlV0p!O+u<8j&*$tlsnxnMxTi# zkSvkyzE(mHh%EG;fPD7EcYsvqNo#Y6Uh(bzA*G8f(2#nyrtCjlGvb2^?%5>n_qelm z>59CgJU(NVp}d@sQ}wgtifS~4Vsh~6YU1qZ7X!S3fqH&hxPS>8&n-NAO z=la#>0^>$zlx1>1>>nEVmmO*&XG=tb))pxM2U2|BI~n+_)qXQyTVWu@jYp-afV_Xj z7I<>KQjm$ikLbg=^mvpIzndr7K!5Sxv^+;*ms(~D>&g7rvg5C>hr(s`66AR}7#{2W zU((=GnsI8cRblbd>%k`iDK)-`L6n(S*jh+wO%^io9B>m+AU={K+~G~4OyF!kB+n(YK1O) zS-9ZdDMn~8L<`Rzy#_*F4SSu}K^V}MT=zbY4Rp)6itSAf@~+rYxT+kZIE@QS)$Df> z0Dx;N#<(B>a(BptybxS`{B6*!jm6w%P@y$AYkJY>@4%qkY}ddItyynkQQGNkjCRZM z-@5=^0m@xi)wCH?ET?NZ)cwd4$jR}o#O8mbhh3Q%T+9M61Sg9UBr^tlPFFK z(WZ}ZP`jKe{xp^v!YtO_6BFekwM+FP<;t|%O@U|wEwDRJ@GAC$N{kvOlA_$4H9c?1mFYxaV^)-9gGR!u|y z)Ja_Yn_HejmQ-ekeIDhu?(!=552W`(YGmB3!3BJ`??Xr`SN>DQdFlmse&Kch3(~K3 zZG92%Whx5(W=|&G0!UOlMUZQm0Io|6W4KAD`wb68jp%}C{c|mW>}sLLmSu_gM(M#D zv}5hzr|Jqax`WO81;weuE9Rs@*CifKdz=>F^Ajla4$j-~Kr-><2`&q&O=jITHl~1{ z4ZY$q1%Ikm5$KtC3fsC2{Pfg0ME)smVj?)M>ub6r(vPgxvaXWu8t>;T@jO;nZmT{F zsL&#%SAL#)z7Unpt=D~#>EcHpPA|*uj#aHB>nF%#K7qPFiWMdmkNatBLf5y9n<#?X zeow-`lT~hMtQcI{w*7EBj+=6`8Kz)KSXxH(s9Zly59AniI$Np8Nqm zU@I1k!Ar`c zhq3`f`N1oG-yAiN&dNq~!q-FngF>7ybTdf<`*oEKX&57h-;DG#^eFLtiw^~92F~Gy>rNI;F60}1;m8j@(qfIH z#|iHQszp<_-ofRLI*F><9kw@?0tEXDX#k4K6K~o1F0SVCov?whc*6;UTs%n18Lfvo zbvT7@4TYhYXPaUtKrgFCrDmdJYPx1qFKM@#I6^w<>3bD7IyJp^U`{pX2UE1AlLnn#(!K!TRn<`e`Y%e1$UHFQOtWI)uz5mv-38T> z`oQ0U|7cY_Jm};SU2%mP*`ZMgRlG}!IQffCom0oU6U-t0m+noXv9>XRNIH3Lz$}QR zS_lxyIJyh4S3SqStvs_Gt z_xU=+XNVZmM5N|eliv{2dYntQPvH_Pp6oVT)6Q+ePlp-1AT9oQ_T+auxT=2vvMRXM z(6sh~iA%axe5>#Umfr}<)j03a>RYB<-MUq-87cIAhKgxL#T2$O9&0LHB)^R+{9QD^ z8O2CLuw+>St#P#VptEj#t<6}_6+f+|YTblKPnoRBTPB*4g;+fFRA!Ar@adFlxcek~ zomu1+qCQ%az`s;b7=(d^2FjmHPBEl?H^029HRxq-iZ#^K^F-MX+83(sbS7(V9=ve^ zW74QObYb5SHGiziBUFw}oRDYJaTi0}1Ar%oXI8T3Bg8dw&ca0)yh(o9&rE~)MCv+~ zP@Sw7%1|E4jYSR^Wj+fE@%TIMBy+*9^1)Op9FupUsD9@y>OX2QjrT{nyP4jnQf;#x zday~sT3j#@SE*M>HTc&|w#41EIt62#^{11qwnx%>*hkD(5Y|H5I#t4(-+To>V%|jM z0!_@$k#O@c?eQN#y(ssO!JF7vXTiUY<&7f10bYuC6eJ839iYL7KCTp94f)iJC-H=) z)0Lj%iN@a7Hj`e=Urh=&dXW_(8by^04=O0)4Y1mUT{H6pd1C+zd#aIv@FW}U{C1pl zPyB8?bK4b3cWz+o4vPIiz9wA5tGac;EQSV59PhH>akqHr&@AmvwH1Qi@)`v+@#N~K z3`OF-rAx4bRFylRQ??|HiA+Dm&u7-vwL7lP0?kd&g_D;H(|2^U8~;t?5>@HG4IL;z%pn`Ielh7RbD6`()dkbM5$sCP#4^?+z(`zzOSw+X3F%P zpO8eja=GN&`9!V9vg`?w(u|(y>DdiTsTrCG8@jr{Mb3oE_}5O}!mQ0@Nr|=hy|^WG z6pMRJ6agy;Q&;g%yb3EWdXt&16WH7SaA{~(xpShcS&vxgvE=jW<4@O2+^lyta|p3z zjSQ=jE>OQN-is*HzHJCU=fhJCFTv_mBpmygPR#*M#h!?SkMKcZ5@4tvUJhB5|K;x2v? zt&Y1?ZBQ6sDr}U`Q6k@6n!l*02?*-iBz2c)A5`{S(p=jo9P`prx&aDOBpn_LMM=LF zkBz>(oC&FfL?xbKsIc6X!KoglA06rWszTq!Ly_7R=o45s31$s+2SakYt$V&efnJY9 zzC0($VevWkV%USiOtJ6;ma*?84p9tM3m8zmy4Ae#D((qgLD5)vI>qNwBNo+tSb=>`=y>=p!c1WK;Xe1lmn;=Yg! zxSwjqs=Z(R_9vO>7VD4p62q;?q;bj_lZjb2?zx^7Ap`cWSJr1w4Z}3S9<=W;S69Bc zIWz0!=(HwEE$NFrd?kZt3{^d+zF9vv_PzOz8(jLrazF%!G;}J5cjqBu@2biRoE$?C z-*H14a?{N1pS%{domUbUhp%mGO}(i?enjpiN#TM!O267*v7Z{(PJ!aCSV37Yxfr)l zF%s!nURRFagOckZZ847Dw~(;C01w(IOZ+l7+hW*Z8ZhHZ+o)1tEbgWwY1rNpFb(iS zVV42ZmjP2`TxWoCA<-B%SuMyZGVNZ+mzx3Kx}PhGl~GIVq!+xh$3#jBZ^0H7Ulcxn z;8&1jxtIBk2vR9%W+wbSn<<&7U1l(+)fy~k|M2g53!lS6+>zj-%sG8O@dmGBxt>`g zupgMSf_yj1&bCvHMZD~DSoJ>8tyR0z{oXhCQtz2~!}_3@11R-eXK)?7Ovn(;0+~VC zE3w@dD&3!(@j6!DGz=>t*B@fKkTcGZgUVq%!$MR|^_%d!ifl?krIqg&ybLI(nsgtE zxd&lNUd+TQ(EN1MJ+CNdLTf48i)))Y+D;C#D>jm%gn_44Ff7l~qORs0{=DYM_OizS zn`{EJK+75iC1{o^tlj;AZHo+d4*;b$kl4>rQYlvaG0RLMcG5PaXZ#M(b^4h6JxkdR zwR#2=R^FD=1 z*ET(LP*sO|%!+ET1zA*C8KZ3(F!Yl>T+XnrBgaMRnM+}QsJ^pSyKU3uxp9uSC6_f* zxYtSp%$85}+BU)1vzegKdISE$nBP7PEk7UWWHj8_bN0@v9qR)~H{`)#!3$KHpcZqt{f_NuHXQ%k;n|V4sR~rf_XA zqHmdHgl3~AiP*=_Mw7M*X-TKt(kE6sk~K?P&($3%^$TKrVJM(>?#mRN{eDVL3bCsF z;yz; z4d?#m)vWRyS=Hm2S7LnaOQMpQ{QF0sRetSoQrCN>9WPa)w`rxHbfF#Ih%J3iQtFIT zwOiDeX{O8{RS99@L^gU>y2M8i|CcT7s*&4MdaR2iJKGUMeEDz{FWFNjo6tt8Nj!_t zXJzU`ODmGsq-MP^at@5)k}t1^*vlIYouXDy3&r=~Z}_?Tj&+MenbLFfOQvw_#^A7l zXEcX>QCkI?2Mp|pQ7>)zk3csO3znJOf}miBlqrw3)dh{a*In;Ut0dJuR+<{2E~l4| zD+4_h=IFuLCf(X{K8Nr#JgE~^YvMP&O48|DeHUs8W)V#N_`+0 zp%|b81DLI<3>wa%OjA!|Yjn*K z&oi#|UMzkU3ASRBv@Vi`EJ0Ixqy_|LId9F1Xjdc_pUz9H`4>qDRoTuc6H z$3{OMken^?YqBv|6gB1QD!$E$W7Z=`7Sa(qWOQ4gV{(-xg;|d^jH~dP%5RtHyJJyRi19r1hIH&~i(19* zlBiD8WDz$`8ZcL_n=;ndnG`A*_L#QO(FJ zrZAxZQ>@FTL#r*NC*yY=bAPyoA30p}uE(Mi=LgITF66z7Iy_d5zf_AQY2H9gxAX&! zlL0WP0Y}i5`w?X3*QYx@nVW^Gm=%SYP@+2g_&;WJ5!>NrPA;P;bQvFBH*lXkJ9*YK z?q%Mevp9{!oY~F4m0~8pv9Q=rJ~kkXr529!>{EIb+;Cgcwos)#?_x__`i6)5gVqf@ zkw@?FF|v}(S3i*^y&=gh!CfECw*CG}L#dS@lwrHi!j%9`wjlYuCtlV|b*M*guRdX3@RVUp}nLtYZ zRv}-DK{~baYDh0eRY3ZV0c8-KT_iI@D!tvc0D(O@AQjgj2 zclUF2ztbm$a^JN+f9uEtY_p)*TQS;i5V{vtW%7RAohIZe5G>ScQ~@l-L9$oX~*B{@tv)_zp+33 z4}|AA(#_@W)cxD~>$ONksBFwvQsp}iM`!#wvaPj2cgq#>q&^C){0H5PV;AOFz7#{b zJsTO^N`d{Pn`0#c0R{MJ%^j1Vw;iq8 zd(oJD)?(Hcd%#WfS?MIjts>fzP5e!7O~@c9#HpO_Vocvld4;wHi&VP-Mwzq=S$Ave zw(+bgv;sP#PTkLEdnLzJvi#Jjwh6FF`43b939H*dIoBQqs8nSCfiwv_nJ{7H4*~E! z#2P9~(A|8y)Mq{Mj(L%A*)x+xe%a&l#;&RyrMyZ3qa6BspzV)GcsaEB@e`;Ur0RGy(63u$<+k_W9fR{ub)Qhy6x zjzOx+GA%#-pu&I#9m*mLDr$+#2H*bOd^x6Uj3xJo0~`;76NIj*a~UYqov(A>I${CR zaiINbla*Rbd|oghhQu6U@2eih7pBr{d*mA+3M%@#e<(lwyLnZ}wZAWd*QnA`?UyCU zP>g&9z+h!>G$tq+it+kD>a=Oz5U1{@QflR0JgQ5QRAv@+>>-ikO&1$JEe;&lv8>f)~H7wsRV( z5kvb8g(}uR`GYu!;=T<5s%yuoB{%R|d6!%_f&VAHgZ9X7u*^n5Jkn5;OZzxjI_iT{ z=PpFoa1A6-q|;CeIQ%CV>?R)P$Z}K0nZ{O0upuV{Ll5z$UaBuh{;o@!#W@r@o3TiT zI`r>y+Lrk=D#TV7*h2o0>&_7$;8st?w8!W*Pw5okNE72aCnt3g91=U zJd5jsn}}9d@-Ma*n-Z*+&~#P6cBaAL?%ah8OzEd`D2i!TakZFCcj@j**=H@1qT~lx z#j(%#GD4OQk;E3}{CEf&cwGrQQ8TWLJ}*hDkY}5F?P?ubsDkKDM-{!tbwP4yPhrwu zp=UwDl%YO$qYfE|?}|#YW&R@3GW*clQAwd>Ipw8EgzPKm{72Q~{u5Rkg3c1Y?5u;2 zXl0Vc@ObW-E9% zBWpYXq6m9Hn@vUbTlE)Oo+on`=DOHTl%V#IZFNSPFkerw|o2emAauG&Cspf-jT?0YKOw% z2qNLOs#f_lf?sLT_f;9bfmEU~RtH!nW3!tKo0p}8zr?dqz%yH2bX}yOmMcRotOXRf z6YcD>y4wFhN-l!?4qi=mK5$}NZ_g;72ldpq=|k6?t z@>Bs+p@NmNKBf`A&)RFM36m(Km%Jkd{#ox`p5|3DEf)&HLozXduvl@Gu9f&{xRd#% zb7PMFOhH^Az?d@v>Swgo+dPCXIW~kJxn2c=TmjD~z$z@6v#N2#j# z-Vn7}G}rnM+{KLFoQeuRMne;lzqQ073oA594Mvv_}wxIY=Ac+*aH ztU<83i!O1YsmO8ptl;vempw6=IL);lRXBinjIMd>0_gr7oEob?uz;qfG1rqx7ZsPUa(8A6dYfR2_6+C&f0u3zwxXp9(-I1~^HU1#yP z8V#b|OWB>PQ=*sgIs`+;tS)?KGZ1N2 zGA|g|^5GqaX#sWG7s3yUy~_Vllr+!Pa4D7GaO|3RB;IkGcuG&t@5rB=|3Ga*z^DNk3+evo$7+AjvpLOSQUj#z z`?*Z|UmFf%7%6>(XJOUh7wYJPMgXl#*FYp_!@EQy+Qk*RSnsZLt_HXCncKlD0(O&lsI zpc19Z4YUZtD-b*b8*3mjvEYCKz-Kz{?v0A%Dgf6PqavvyjHTEjxk{D?vCXN>7DNtf zw4y#p7$@l4v;sfsRK{!^+TFBACXmM*!w}g0`&#qMV1*g_Pbc2OSKNo16sl5+Gloj- zn)c&((;_?r1GEKfG5v)muCq`pM3hdR0`GmO)cAu!;j{?Mc*h0n&Qw~nW%Q}#rqsWmpW=~QJ2dR>P7+A$hbZswb zc=@J{o~Z05CsdG$-1CWj#%9)3mwJG(;{K%nF~hq5XRDU3hM$bz~}XHWgobd#Z8#!_|)_hy5IkP zmUS6+-LuwP#;ixH#|VIsRSDPL;HWiKeexA_R*xA> z>YCA^KNc;|7^%}eWcSs)dXYz*Cvw=xz&W&9 z@KEPTKJ6&*YG0;K@GU>ZRDSRWx_xC8PWhT*-m-;tc^lRMaCH=-F?>h;;*Xh`nwaU= z?c0(u&qvtn*Hp9lE5GZ9(%3=#YWU%Q|E47>9C#Oegev-|Cn=x~4hR?N$%U$Ak`Grf zAcRd7$Ea&=0WHG1Q(jP4#m8s1D2VDMuAsH1hW^!-270gB5@&TMR!S~);<&XzSekWF zC|$D*f_yg2hgU3=P&ipt>H1rCvYTwW%6^bElL5T=jeAH=3!~7+nshlx&<_lN5}!IJ z&LYQ?;h|lp@=0oqCbaQEJ0;XLBd!|jy*E>tyg?;> zl|Os{b+`J-=AK%N(0$CZ?D_V$&AsVOK*sF%*OsrmcW3jzd@N11X2`TCqPsPYHLRE5 zpa7!|E{o#zLbRokJSRR@N<8WBM*et>0vKoB4H7M`1hLJr_V^;JzOX#k}nZ6}6QQdY}{>-g~El9ptk&&M)E>PZdop>10o zZyS=NI$$$QUrS+LzeYA@ibA-~`yjpNZ0NoD4|Ia!E(Y88J>o7~DP-q|S zBBlEQPqT!I%Y}CU-(Wd8j)4jaRU2IH(~5fs-pUgyEB#!S9+7$O3skzp)AP=#)|4pnc1jfIr!K23Vz3f zix)|+y1`8W@@^JrnM}!Nikh=CRz(La!;qs3*Z2N$r)nzseW@R?_>rGS@4h%4X@;d^wijAq9EzOFc%3OMrh! zgKg2Y{lW%CsR+-h{@BC=97xJ7ZV@kxzz$40mlAbnG!U7cwsXOh^vd(!tI~{IIY6K; zB;tCQRo0Ahc}=#F;77P{Krf)qyHhwWTFULJ{!x01ZLlgP4B~RAW*aWh9^|?T$$`o$ z=%ZRxeL(Xc+1+-I+H6-F)8YHJYQg%{>Kv2Ae}!zW=x?ebF?U`@%S)Rdd#W6iMV2@= z_@I#`$(3@9?SGE1B{RGn^`H?gYY}-&%0r<7sGpKQF%<=I^Ab+jln)@QU#`gUpl_M} zL@ci<{0VpH?`*3jSajlOe1yd~Cq_E>sz8}bjpWerGk8?}la{c%Q0kc+^BSVUkaNCh zIPB`2=t>Z(Nh}|cz6PAKuPdygsq94)H9plgqn2`Z7SZW8T5&VrD=NY~2G8J=Oi92L zN}xuKG1ORk@T!Q_}I1g2JAkv!# zxrRKj3~94nt8Qvk>p=f9pJIo(YG2`!q7#KA9==my5m|)yp7vf>DPEc^y#o3bb544= z1SwH@k@nyZj0NMMB8po#jbCxlQ9IryXrmd|o=_02a@Xaw>H1X5-CKL~_)9 zH)_UqpVGSy^uc-Fq|9L_)%~rllj3mqg%T2H6UD{rCvac#s4_1*#_mF;k(8o~ zehdw>oiL8B3Xkd^BpG4U&gz{^PPvJistbP6Y4gtF^8{NoWio4O9*uc!nYn&=H~Jjbl|Qff1(f zXI#K475r6_>~{LMea>D&_MWON=??0b@%rkMoSsar(p~vK+PR|4s#u92hK?PY5?VPC zJQd;TnDmEo3vuonr6%Q>ksa@@%1yWj`MoM?kf0H7vEuyK`z*Z8c9As;L$)9?4L5x} z?P$Jn0N5@P5$mjG5p<}IfNX9AZ3&6LE}yjY(uu$!b38Jln>wM{GII)(&ZfcF1 zIrdd=#XDNYO`hjhc z=0k7F`knRb!#IY>qdp;WxbSYGI=8OEa-pHwWU?->w(ATHsD(g2oNX_V3n@l88AMjU zk$jD7x1-K5#5<;7`2}(nN=fuFH|nY6P}hf`6ly*#^Dzb4qs+4*w8EWQhy?C@%O-lZ zl8YtcpZxoUy^$*1Fv)9t8FAyI>s(BdjUW@?X?hlIBYZiYbZ4uIbfP8o4}@0r69`to zie{DuG9iZ(I#l@e#KW>t8q$7ZQ7ntFXHyh}BM1Hby{4`3(@K16&mq28{p zI}*{YB0F_OXU|VosBf)JQ$)%|6w|Y#$du5nl$naBR`F-2cNXX2HTReVwTC`gOFhC768q`9$dZOy zNeXv~HYz_RARr@YBwg4HlP4A{d@3>$BVr|0L~$L{jgH(ZJ=CBP0CwkZasqqDk4wl* zN*_v1B&oGAmF#w*2_|IjU#9V!OSN_U8fJN<-%x$|Wn-_`^G8?rLt4@J3f%pdTXPVr zaz$f~u1dTB6&-#NSEy5p*cK0CqX(nFKv+;+=Hwsw1g~^C9>?x$kY${<8KRk|iV2C4vkeF9z=sCcaMo z@sozX06dy1#DK{MS7>h2W&5Spng6IF&x9_3UGRjJAj8FZLGj0tNo8!#6R^+d6%0gF zzpby{ZSztP*Wv8)+ti!7Wl7o`H)Ul~%N8xIVO$q3$R4G0!pvTy`J=GfXi|-iu%hm3 zjfa*Svo(t5-1H%d!T)w_E~5c4tyXE;mE2KAoE;z* zzKRdzIW+X*R8T5O$hn=b?&)UnEUJvR!F|2{@>(o~_j<74@XqM|p1d7xV=sX3adL5^ zZEoOXKsVYW4p|&^4tm9JJI}%$PLj~>QfSiF*vD8VUNv$vhk18Th=G_@;iVBOeJQ%^ zO+1}s(VTx0%RoQIea=#hz$gdGdACVn(q!VGG%jOzd*G>`jQlXWntmG(Pp{TZPY9cx?HA zuP{^jy)msAA0i{a6Te`EB&(3x5>(!7!bPATog-f7Q^1A^tk5IEta4}Gp*QrNG_Z)Y z>xf^4w-M>L4Zos^A#aI6%hA%HYz$oFlv>;*)NsC>I#wmRkgd{GKrMlSLL;s`4&|*D z93%dSe_W|Z!4an(Jdhaq?hSw5p3KMEp!FA6g;RO_mPu_u=u16<=GOM?&jD|0D{SY; z|6Edm=dPtkTv(N@Mb$?^Dap`o$>RDw#dlTtG_@1RVj4#Kau%v=HYOGC#h zs>-jzf9{0d=5;-&voCR0%3a75bqdGn z5q7pOWp2VshYDc8b5Yd&btqr1@ZJPVRTk^!~Yzb0^U`7oDgzE~A^|r3T zfg-$_Z70WN2BU?x+cpf#=6&_<57seQqs5IU+(b3|3%{y)vR>+8nxf6fg{^gsYVxS` z3W6=f(d?!?1-Wlt4{@&JB(9`mt=MF`7gPQg^PRd!J5?I{1l;q-(f+AaTzZ+Sq*W_I z1YvX!#+F7$gRCUGF!-m$+f^sLY#(*SpcotZY2qJ2#A_sKde7$c!tKQ!50eTGfmum7 z;G&CIYUh=z#HsRCjGloi`34eCc50HH0y;q(9e=f8Fi8TRax|8>oL*I+U$)ZY)|_zZ z{`+H(etyO%|eB{#ujp4$3p-^cfA|3Eo!Vjpj8+8)Ttr_8M9r~~FW z40i?NGt_F#U`DId_Us5SB(ecgcGdvmno7Uuuv2MbKI^J7GF2XGh$z)I-pV* z=7%>pj2gM(Ugu(?6qc8M17Z52kJCXXXGGOwsfZwH15hGq`1GVMqK+uFzIP_lD)vTD+{l&oO8NH+L=U$*hs5sL69*s$PGt3ZVL>*xhIYSqinRsx0dX}3zK z@QQJfe~k71mupvr+RD-i*BE2%Becxe*$FI{4Z-SFMUpgdxZroJtqU%4o`!w?2f8>` z|0z5dTcig_3CQ5{1fK$CpcM{)EoUY=%q_spCaZ?L?WzxvsSahAyh~$?yd%(OPNKle zL&4^K0+ARpAbi^y!fa}AUYQ9izYvHaeccX#iIX)4JemkW9aIuVc6i3YJeG zikAL6nJdU2SKRLACJ`Rq>MXbZUpY$N)LPb=tOJBZ)w&BFIMGY9ebMkbLp?Nuw8{_% zTN0@=OQ1!j0{;W`q!tMBt9yU4Ti%VR>NWqGx8tC7-1*=dui>`Jf0Qb0HnC8fws_m% zn(5Co<`mXDo@kdXhA(=rAqv3|;)mHC$wjcmCq)67VOk;2Au(ktnqMoFcIFIQ{lh|- z@V(V{r-9Zz&F)qo#z@KNnX=s$RF*8;@h85XbnOux58;>9fll@XAyh7`!kGU*$ASrJ%mcaF+XT zZwC4ZWjDbcB0MbULqm*{c?59y;`QlbZUef-xG`9gKtk;{ug+(_q04Lfgj@8B_4Yi> z8r;SlS68Pi#(T3VZMcmfELPjjcCEAFS%dARelGYKJd#Df*346!iaeZaW$1YgJ+xSB zCRMPUxERGF3G6lVtdcm_DAp7$QFt%#y>Sbx6mRn9yrFkA&Z|UWdMmBiQHxf=?{xV; z{(%}h)`)$5vP|#(fja4B#ws*CRhg4K$L#Kp-AfG72yh5khldDB2a3#I--@Al9cqiI zI;cSF6#L-^yeo&MlJJ0htRk~`x{X&Fl4zbLw zokXMic;|U@usoK7rc*S^j~>zX=B+(UiuYK?%D@;@R{F^zfQ4dhC&%W}32gt~=vSUU~a0Jz@jnB7` zJkr91T!6>m3CVCBExWG%K9+h^{)T?DsUVlAA62uf-$nu!|J|!(Fu-TV+~`(>;E5hF z=dXFcuj+G*UtR+V8EU%$2G={C_8LW4wVb4Lt*rL-Gh zn5?p<$|9f&gV19)=1OXwCHSgCpA=|D0c}gFIBzr6Lh6d*!wvki_GKd?G|XAy zB4f5{q|xNqSdo{ov_g*P-97WMN-aJ$aXnw;cgGHiz%WA2$(P#9W$TdB9DP+JvAMLN zUC_*SuvpMH`}*5H%f+X+}Q>P8pK^f-hm=lt>}z&Oy8;HynG`rt~~`o5$sG2&SS0j zC&VtAG}t|XW6)$Gy^|B6yV7?T@RYeX*p$mRyZKOS{Wl^}o0-!M@o;QqqI}oz1$ie4X1 zMh*oOsE$f2~+EX7fXmzdDT{Hdx~rsu@W=? zK7QNgNxWkQ$g@P< z@o+H|V0txl_@TZfBgi=)6H1C114_TFOgxtM$zhCrL7nyrwZ& zjM;HenuEkXmjFX@5nrXp1Em*m(xM^)?fZep;tE)q=SlN{ba@Ox5`KPVyAE#OOh()C zYCcf52jRyq!W$~U&-{de`L`~%(V}HE`@Hk>?mrN57uQsU-;{`;%@r@<7=v=;>21d) z&QD>M=79JTnkPgK02LbnYCmGYdAV(=Zhd6OU#=!NZF5fjjqR@4uU(zh9GVk zZX2s+5@yLVG|MT+_i-ANa3JYEx&ny>6=p<)!E^e#5eEXPc?m+DYQCFK5A3WC(*tDb zUm+p*treAN{7Nw3nLZWlS&~OQqy+Z3m#Ye&Dj`)Fne#tjtCIy=Fi>9o4X%7Jdobu(&@aisDI}3aMk%0nAK#(83 z@TA;c=wN(PecMe;n_6aF^(ik-{MaD3j%^c!5xLv3jt3X6Te&p}SM$_)@A`_zLM8JT zYEyMx7x8RX-oC@_UcY2~%6qK^wV(tZfybL_jNxQyRRhTWKM<1IpOH)&jZ4P;+12XM zAFF8l9=B6^kV+R$`$q8C#G&TN6IOl~azD?kjD2Lp^bQF3c{VlcffX7BbR`D*Kce49e|bk zM4nENv9^l2B2IhdRTxby)s0hLuYMAOOzpIH zv^QsNN2F8(?_iC!RU-g3iNCDrfy>1u3S#fS`yy%cZO*YhAl+B1xfVcs`j2kP72dfmDe@F&eE1rBm#*ip z^nx!iTjL~LpQ{op`45Edzk=1V1kgR@u!LEFALiJ34Lq8(RD>GU@D454Hs4j|VrSZD zF1uz5-)Z*RIoO*4C(L^g|OAYE^DS)$@f;DaIVpotm{trexOqRD|7XsZ1L4@x7ml)wP58MN2YV z?SXK&P=42V-G&8;W>S;9DaN7ZYEu;olXz$#_O=X$HBOskWFAqSebeC`|IojG@EKft8juDL71&*tx+(P z^Z8Pg=!?iueDjt`w)SpNpX9r1+MN2`Y6eiZzp19FFx|R_5{3=jHffA?Pb;JJVHOH- z+ARWwZhc0RzV;mIV#i+L_CcCiOh^SBnh^^DVo_Y|w*0gxw+LqaBaBL!YG1AZGv6@a zC%J6>>cz2!BkF0`R27-Ruj0<^t(T)2xq!_FjgfE9)5H~ah4(opf2i8d)IA){saEt0 zt)iPv{1(mZFf2i5!V^_`t?7jw36{wgCikBT5PoOR^fsGMZS>&ZXXFihQ7=poWg`FW z|GT)&=C5z{Qc_g~@Qy*gwc3%xOw!kzbpP-4(l<7f6nx&d;=i)zaYWsVFtmKQ-zU_g zQeWSANu9z_)Tk9hQh?eu&Nd(8Izg3Vb200A%$U=kMkWq;UhXQGPpj^z8o6GdE-7&o zZw_x9AGGQ<+GDBYXxHV4aDAL9aAVjmO{9w2ZgC%aay>TmnoUI^FrvB8o2uKimUE@r zJg_+<-wSQ5xv$9oPFzK>%I>4*Fn7u8Ojr&{kY%=6c|KnD#^7pXBoi8=d;(LNy0&{P z$_jdwP4!>wOT{Cfw1=y@DiL#4;5z#92UZNxNaN2vt{ej5nqU`hsk+Cxd;E{TT35%~ zLS7JURr|-Seln-W|Dr}t;6pEQEM6fPp(HP+l=}&< zrNh;WP!fDSjke5|beHar2$ly?s~3zL+o+!9LtYT{!enYKm{zTZ0Fkf`AZjfEGQ)LB ziQa?U$pK>Pp}MaP5K()_@**9on$;1;(oV?u_5%2ZDBu*@itNcuwE7`r@godZzUFXS zc2$Q%S6B0gwI`b>!UBqnh43`qbCu^!z$-u+_HlX#5BIZSx-1>>!UJ4Q$=U(5y57j#UMM=ZD2@&0GY4C;7d11N2I%XGTx)hO;>r za;K6mJq*()sl&#{1fT&!3G<@lKT%j80keS?+d{6{GK_e@MBzt$!u{q`WGQEpY$y)j z<4(A*wXCX-;j%!&30`~h){<`PNvqGh9^~%7q7gwzQ#H|9r;E!k6I^Uj$B@YY%X_(B zvZKGRlRrfWFA!Vp4pNmcSIR5`yn%B2m4QF^Ot=V+k`0YMD$^l~yXpOVA zCl1c=-8CxYb2{od_pU_wt&!&w_DZbf?avFo@UL8R#9vi2zD4B+tH%-M7%N&CfcWj+ zlhh1=QLn2DBnf`)u_@i`g&vCGYl^J4>bu79nm+jXh!-p2w_nt6h5ywd3LIbVjCvvZ znVk(-&e2SCk`616WRo^4 z6UA4bzx))R5@0Jbvi_Cw<)$QTbTL>R)JzlOHRj#yL7h0;&aHG#5Nn<*Vand3FCc5~ zp8Bc@8R_Ec=JZ~Rzh)f+wni>As@X!B{k0A| z$Hlt=NbE)q`obR6>I<>=@jKW0#9t>}hHcr5&TaPQRQ$Tqng^DeCfZHNB+(Ty!n#!( zZzXqo`BZ^e`{A^=bwvDii9vnt67XFG*OLzD;^7^MOB5+r4(-IfV?$2Fjsf2khm(Xu zKsSdQD#vG`ypC?@S2o}^OD_Ch|FrgqcJFuiH0~p7Gy8aFxclNy`IPYl zZvJB?Nm*?=ob40?OwMAaZYD1ubM8@p<)i|wR?cVP{WQ`(rD`0K(^mB!{!prW9NU4&+@9P%}DuCtsWKDPRb-L-dUwK!3 zC@}bmz2nIFuU|^C^5nL5X3i+;Y!s)?Q{aG0r9UU|jFZ9l-2;{pke@hOp|qUm9KrRO+Y z&S$xJxNm4*ap&_W`5mpgEs^B0tt8Scj%x~GTjsht`K$M*#Nx$$$-gv_JnB*TWaaGM zL}T8(DP)c*T)&^w56zPcl(H2T9S$$}1V63tXKc#^Ss zW)$fhAI<1r^6Q&$olp!wF!aNU#aVEJGU}*)=0)b&fawj~D)%S!?e;dl*};qGrr&iG z9k4mKUON<<``&nQeBkTu3dj(dbZZ@@;#Cb$}V$$E7#s@nI=kG2a@~qjpJKJSzWz2=qjtT)8R3 z6{NWgqoOjyIW5b2@ZCdwo4emHa$jt3Y-6c}4;J)UwpCW{%6Dwd8(SMazA;Eh=1?H* z@oP!VR9u%V0)V#gVa;fbw(sh~?cT#vNA=PAgR-sv`qlgtiXL8XS*wFi%@C=JAfw5& z)T9IRMvC4KZShPzY}pGsxRbE%O@XdzEPKe4@aUPPBcutcKo3_;B9}dA2Ct_^D){$0Wi8(f39rY3JAOZ@mJiz9l%xNdtt182L}#r z_Y_3L5`_gs_e6K(Sr)Kfu(bWhC2{~>e$r5?Prc~qdFuHK4Ba3l70J+F(gn0te^^N}i>V)P-)9%C z!WdiT*#U7t=YpgeV|8~b>D<0d5M5P&pZuHo?k`dUSWQ-};ael~W6wqWsXlD=;r3y6 zwyF#Q>y%Lbi$5X95T724d>NTsU3A?1ku2HSf4yAgrXtc`P4RO+&B2TsIXA>PAhN7M zl=HLcCJ(i*3el?=>l)mqXZk3dF-_^?p_ds)FL{D<8ffo#88m+7sP8-iCe7onk#mze zRj0F7tC;c9!_KSLm2BWEv$mWqw=V`2UH1j^knPs*E3a8JWoR*Uirv?6pU{1S?k$Ui zr5>f`jUV5yJZe2C3O5HuuO2-gT(E5{8%iSViV6Nvo9p8%H9;;#*!)H^7yFzMev|p& z_walp*l{etU3&w#{d(lMPv}h>$B^o7IFqSNsafC$esb+J5|5fGJ$5XFQ$tbH)l3At zR9ZBIF9)&VSI-<%Z7FY!^m2A|s6_Y(AB8<}JuqjxoA8bN&DjmxFy8}sN!>0Ltd%4qp!=?bL>yzpymnqmInQ&qu!wW6dETNk0Mvyqo|gX zTz2Q(M)GKl#$?lRQJyP-xw^12mM?f!wR^238v9a@OkwL+a>XCea&;SmLprcrztm- z9UM8Z_1YUMI9IKlV*D$%j=AIwX7~LE%G3yVKNhmaT3|Mfo#r~2ugqxGqi)tNYN8yF zVMRF|Xa~>hVQe_o>r|VH6_bU7P%~p=| zPpj8EDS(@JkcN@&6Q9a$6}YB!P!~FtvnKByCyKN?rYarGaXR;L-9S78mxTu=1UEh& zO54A{>Q~MkE2FM188^6rUPNNHyqjnqxn_YqnI8HoxAoYWG`!K5~Ea4A2=pQwh6}-4La1nbmh(KAFwUbz{*x> zyXX@5EPu*2dKOr-E%;S;&nQ!`sG&*>@eF!=G42h)XBF}nQ8n)z2~dmIJGQJ zQ}3du^HG7(1Tv%<2PDx81#YxOy0Kw0^RzxqcofsU9fc;@Ur?p?+}skdPiza+{%}vP zCP5+ziH&oHyB#hTshqzLE2#UEu;X>RRPXS!83Fr?ND2N0^>3 zSaI=lC{kzB4EB}(2QTKqT^gUWk&!0I|dyEjp|SRR!qkTx)B z+eH4xnDi4N&{uu|GBIWpOnbO=X|w%jTn^&ijle<(nEUyBwP@+^iI-}=89wJ&Zn^#G zX(}_QYOOvTU9+gmmJwM%;ZK~ZmdcY==NKap#7j`nT?W$47D|v_nq$w4nO9Pu-fLmF zMlp#$*^)c{6>iRAe51(U(T5{$>hKLQFBT{mHrQGw)olCPvCQASo14`3x3ONp4Q@LP zRvIbRV7Ix>L;Xk7l6q9AA4`o^`bZChN)<~87k+(5x-RbX zj{!=*ZIfR?3PDfM>G$$vx2(#S9qg`>56%ApWyP%kiJriwZCdA4y;*!{;We@`94i1d zv2D!d9U$I}{|EZ3Zsa(P#VoLU2<%|P)W+XK&!a`5QJzrXfFFADy-U|t2P2X%?|_kd zQ4y0EjR!c?HmF`IeCgXN5UTkHx<2^A98Sbti~Ry%=!QA7ER)ZpsiC1)(Ekm`Q3sO| z6CDOTmj?x&84{_F{H;ig1Kj35JJjFsLodX9Trz?AhR|{e+r%QZ=F1J>NX+8!DBKLK zq(N<$xczy_D`8DFIN<*sR-c|sS1X3#k?FiYW{|L{U?RR!7t?Wmnwc|RT*JpXH@hW! z%<5cs>nrKnC!sqMzjxzD{$&77k>f|`=W9tBI5x4oB*O9^&+6SS4_AGux7QU^D{{1h z>ubm4E4)_&>neTgq?oE4y98faKdK^3JRuhU=&9Lnl!e+|l%%oBI8&$rOf*0gDqn>kBPakHZ;%Exxy2@`*hdhg34e_8h~7M2bF_LnY*?g zPKDG_?4PW@r+`JfRqXqmC-pL0@GBBWZLYIKJ5YHqPSgyfuHEzY* zv~!B9Pw}HGUJ29EGsNuUb=~Vh(VifmC}LoF(XOMXE1eheb4`xPlVt0#M@XQvez7LEes;v0p#^u`~9&5f@5+o$}d5pzR|3G6T*XJ{&yB|2) zI)F^M08lb>hQZ+NfAMG+N+7Gv89gH+555UVHjG5#X~|zl^vd zv#je>_HLIH{2}O7^7x+drKw?b9{{ddO!+MD?>GU01hcw2w%Zpc-fL&B-2$`RU$oED zwElr2OEY>VyA}5x>W)Fej}RY&_6wU-288F~7@0#oQ>hx2X2(RbN>u#6gEu=s%SmE5 z6Y%jVVDwzPP^aSSoLaD-G19|Kc$+ZpyGht+`hK_+FfB67^ENfE1!OYc%}KVz$SSFtifh4%G*XR0`Bz}m}4Ma={?9zk(^X<=ffjj+A7-?FZ$ltH&%IiWFyOGzz9+$qm8tl`y3M?-%kd7Q2pk zf8ibHerC29|7j=TH06CE(0uSS?{Y&F^wY{-`BA}>h= z-DITo%`uB(%#QR-i-o8=gaen5%%2~GEL)CWB;%4Sy)LS9{8vh1JiXj9J+hbJ2D2m}ib!Ck}PWD*GO?hxGFJvhPL-EAPaySv+9!7aGUaK1k8 z?q1jK_kU)px~96jp8L6l=?YToe~2tkI*`2?FHv(E&Waj>`POQQ*JQ2;tb=)=W$#X> zo0Nw#Ts${oN}^r^t6D~XoY^^%wGp1dAlhd4+bFW*R-LLH)(s9fB-R?{5_pQX0zc8R#| zH_f%#>UF@EiBs3bTz}8>W~ifg#2eBmu}~sO^BlsjyNDh#R9afo=VUdKH)vPe_%_7- zid>#v>zoXJVAIdir6zvM{(9z@fISuaCm> zQiDlbj?Q0T@119?luDikUF~!h5*N&pX*qtmK6}oX206y}U1B9Aozqg4U@lcR)xd-- z>s!GwO$Pg^P2bYKWN+-;-c+UPABQ=bq(twk7^!!mOSZ-)3`$OXG@Ra-i`bcHxduFM zLZ=LUgt{gz&bKznDo!~iBzQ+h;#OBTAD`6aKpB@)P<@D2pk{~7Ko!YP0VRjp7HM@O zgw@_oy7Zyb_vMpC-_~+iCG|V%&6rV33u}Ha?gK`kE@Ij0yb99@@;f;Py1~UIrm{&d zOQN*3ns~X4Zc>tlXmLXVznzXWi9l;=>G30cOgIIDlLa(93_1W<$*Q`aE~OuL=j_3S1yJStR(mbzxKpYoOV`4BDK#WqHA$&<%&oO$R8_L+GMq{ev ziK4KA^t{-yRbxf0jXaMRRo>=NL5$~W1lZ~vEp1do)b%}+#AF;YS@q*5Hz|r?YuMTf4%+b(wEw08yS(WhAuo|hpPY;M zB|?Q~KDqZLq>cT`QSR(uYCn-e%w92uWwGtv=a%POkjXk-XK8{@G^lpRf!z6zA7g(_ zfaq_Y1kqXqUo~54wT{=~^hh;N>(v60&(a)pAtQ8nIo0|s>&M!{4t5_7`4zwUo|-!v zQo|}6j%9JL<%G4xBC=ogoRmhJ6!@Yw4aBI*!sa)Kx*F!r+E+tp?4hbP*+Re-(3nS*`dY#HS~E#fS{GD-K&r2g~0?pRg)j>Q!mSt_2=@q1F1-2`tV z%Y;6q8RvJM2RNTU2sey-e7f9QwEjJ~f})WTJrcfGrmDOW$gAvxVje+)_ z3dWe@Y+1L%#jy&w-(@c>xMzqpHPr=N4cdVKuaEZcyMOE}!SK4aMS1SDOok`6imSoq zDWCNxDzy;-R6S}Tx2s&^)x*@O&A?s(T(%^C{@F7cO`kJ<#zJb^}uHSH3+fdYf z?Np*Nif_-EtduOH6gK+B?U^tFnq0Sx|J6v3%%AP4OgW!tFFjoTtwL7PoJFyD$+9nA zl-x%6Bx)ht<(=Q-->xj4XSp>pY8d^yj15=Ecgo)DeMkYKhX24>torA0DGil<9io5a zDzaJD%|PK=qlV^9>7WIiONYFKdPG`xuzyasflTELQ;`KW(7={fxSQy}y-d7U*H$%J zt0HuYvt*+mTd_k`sTy=H?n>S_gp`4L7-{{tbPK?r#kzeP3`rGDL{Vl+bPlZJY~@EA z>+xpI7EB~KzOZ6h)6gCE_4s6Lxnq888eEr3^;Ug>Of_3l4#v_{K7#I&Znt#p`6 zgx{$}f%)ht^*B~`X$~t74L8l3v|Xy-udD1(bk+zsi3VXD{C)EuW@ z**S)HN@@i6+x+w06*B!y2L6HbmF24^M}wctc=Oad-`Pf7ywjBP0{=|6c9nyDtf05f z?D{P@xKP^8n&3wgsYZ+%b94NA)dm>da7?V;z>r(!y8WpxSj_MSh)WM}TW@Z?} zI}+v}?Q~6KxWccO-)BRTv5A(^Lt;i{%kLTOsaC1RO4rC{hcH@$`(ZTW=i|s9&sTD( zK{uz+sVko1EdsgYC$@1e`FF*|(nC(RU#WhXsJxn`pXNV!*MOhIDvZz>IakRY6mPoA zxjpp~KBj(Iv1n9SO}B=_U;cp@QwkAq%5CV=hSUcS6R^C)qgoP-+0$i}HIJ5*6tXcq zE$Le)JCZ5T@W?w#MTqt-0guMpg^&@FbEVv`J&otQ$eL^(OQOq@`iC#~7X=7<(9Q1@ zDb~%i86-29By!<1HRH)Al6B9oj{xqoOSc9>JS^ZqF29DL@a@9^YZ*(7SxwK|!O!tt zswEc<#r^DSg5KU+7lWxOY#kTk<4#YinuVz~HbdlkOpH9ck6jb#OAoKoS7K33A@$vF zo7)nfY~URp_tVocvTX^~oc3OO_E03)!{aM zay5dPJU$f{fVQhj93?!6V&e5qk_4wE`+fhb%XsdV+S2UQ4L@#6>C4iweU51iDTZ&u z+i-R{zbrQ+jk(LoG=rF@JFTfMe$l@IzGJwke4FS7^0Q6e!$TsOb>?}oIKxwN4fD`7 z=m>#E$XoJtPztCcP)h_Cam+mg$sc7O@WQ(8+-8+OculWlw#hzgGE}7(< z8`gQ3%FDbqOk>uy&$jo{VYJx~6I3@(iOAL0&srB7hKm=fD7o}b zRyQ!2Nu?@-?fPoS#27MhPHuQrC>(yb=KqD_q@`@DXlKMwn10P5Za><>>L|phfBM!Q z!Qpkuv(CxNi^N02`wyQ1sebJxav@_ZB)GLaCao|^)Bk+lwEP}h?8{9o>7+DSTT59% z9dJm_{CW?0co9c8h+mSaYcmyyKIB(*ZE0<7#ql!}CE$gvIl#dcnXboA&vJ(AU5WYK zeMvoODNMag2qoWAwPikKIc19~Xc>ni-6h}Ams(gX31Ki|ro_trBGGFMV{FX(AWL@k zog(5pcW?|MaY~oxe${Gm(d@}Jzxk-(T_XfMlBx15dH)-r6;v>T{dg%ilO&Fh1pfiS zhs&RVcdb-rqSE|y<3WpT>cb=Y|an1@+OJ#v#1jXhqj^ z#}+Ub`Sp?}pl?HI5|{-#*E*l@OWX5oOmHjsoh{9WJ>kw4yBUMD4bjrnvce*-9o?EX zX?zcP#G3H@{^YZEA^2IdK5PeBk^t1-)fZ*DaVF`!@?`?Ym@#=o!Ao7HhCPuD-?UY8 z<&`+|GEb4`V^XUCe5DRoi}Pg=EFa+UDH1g zk%|{7|9-IWv-3{DR}^)`Yr-|^0d0y~lrkH9861V{h7V!NE^@zy;w#>m&g8Lbk1pNn z?<TJC+fTW9Ki%)m!y;!Ds|GeyR#X2MSNVs*)dKQNIkufe3$T3)>%n%6c#td zQ+qZ}@1otW`VX8$EP}5!S;K~A;b-XJbLy@Ov(;pNLyP<1GL2n6j$Xvp81YDb|7T%^ zXq2t+gM|9H&P!teVh)5=KOfFp*}bdx5B$MHV05Ilxsm{Xuks2)=l;x9_cO=k!s8CN z%2e{+R<8{{1%7HdhP=OSq_zxF5{8g`x(@2D>kh;R_p^A z{lw2}oYg`vjaA{YP9$>=nmbD=(0S;1tCP$<3Ilg0M#HMRm3;ih(|Q#m(->}0DYX%@ zm4Di~H+b9Qb%B^LUTv+UnJz%cYN1|QyKM~i#e<5YesQ+7f-I0h)NCx=-qX%b2wcps zHLbL1mEL98#Qav+VUF2coA}4d)#Fq8{OeeztNvun-=iUe$9Y^cpJa?t@s~GCLfctF z)U&KgLVf1yJJh#T3(ggxho}dN6M1bUou4B~IPh2+=tuci)@C!Lj^&p0%l-1MpZhP( ztb@>(REynRxf=0t#0Z*4=x94AZ4hSPq)W!XnFdxnbCY>C^%VC_;va6_%BA{;O32AS zaB#CqMJ#+d>j0T+r`q|~I+1{vn+obVJ_(F*pq*#Y)e4t;bqzxk+FD@YNZ?%-lUsf* zaWSlz1W(pm)*7{$WC6fxa1qK4E&ut6U1f=R>ZHOXn>jaXHqR!q1p87W$(IHp;e)CT2o9htu;C2;m-P&83HWZKfo)vPAd8)Kx^#+F*)TL-1ho*YAkQ1TYmD?KS#z- zss=xlBJFDwY1bds#$-2T$?G13pYEfGfm#aC-!Vx#&*+L106z)s8R&$evM_ne|I6@l zu-kgT>NHJqnkF)s&J|>?VybB~iAF(IX}!vg+^&N_B_&3SC13w+XSjfq{v8>fQGfjP z{DD?BCMbSicvdGBGHn~TjDf5hsyzLdjiPSGT5D^)S7M^5g?heCYFgw=}ZABVAR>4F7>LdTu79r zGA!i3^&r&SLd1@93TAdv%iqPsfVHt}2IY07pF-F4$0y6L5FTY02Qp()Ol=y5j8 z`~jGNP%+E-(dgib(;PIudi|mZDLGEh@*l@%J%NqLZE3rbQH5L?krmid@C~KDh05CZ zzB8ud&)WJ2uF>el@-EbZbmDH+tD+*Ri$eq-^>RYGG)4TLqny)6eIrJs)rTKS6EBR` zwBADpLe6aboN^M=o|`aR2MYNf0)^@@L^)kuKQ2(upXSAX6u;VIxPt4bi_uq9Rw~LQ z%~^ZqJW}$mQ`dIWomp93?lt=Ss0~j}UtW6IozVjy#3(NGSZPshSJjQJBU|q}h(45)~$;>~-^VimF z71wIT^QyG{qd|vyk`VtQdiss0%hlT3rqQ6xxbzZ-OXT=bD~&(VCQ0`kaenee>a6{1 zDU-F?(i$3Fi6!Xr)Zytnva>;vEP<>NpCZwh7zO1$C%fPDHhsk@nJp!(BCVCqe4bPL zdNw7@s2`Xx^Qq4RQf^a;p#J*e5)- zJNHF?>jdTU)bTzCrcarRt*L-52EU+$2p7##Daos97Ncf?A-!V4nqjKSto2y^^@JazyOxfZ0-_*LP9LPds)W3Wd8yMMEgT@oMZYwAw=qnL2p8_@V>!F} zjo{Jn+k?_4z=Sg8wWazRWMpF^ZFUUk3@taYZ}j8HlgMAL^+#h^z|CMrUwTG?^!a{s zC@V0LBD|I{Du$ZtUlA7%szTq<8K8_K%ZGVeTg5lV|u~3k4POPI9nBHCsfQY41Nxk@!IGPZamM!RzQn>v4*Pa+||T96ct4FD)cz3=DPn(`?P z$N1;zd3(&vyn9^EB)cLRH`9hyhu~-5%B5u7*vcR>Oaae0iFB99)oeZ*%olG2QGWcj zpKkwRpnA}inAAchmmgOA>UR!JhR2Rx77X`yGrznqI5OEuW?>~#Y8xRgwnO1| z5ykJ23xvOj5h`cysxz|EK=@LVc)4866q^Ji(yniCOH{-n2aT!83QMb0bjLSc6pR*I zg#^COvoX&)$FDI(ZUv*A8-U~l^8Fe#yGBdl5lac4=B=EJb0b?&8}NxhcRBB-K7Sp~ zy~sT%G9X?uA5ASlop-5Buq^DrKekO`P>N|=cn#?n>(NQ}u$L3#7_ilB#~?F~+8_&R zWD2@2n%byZ?ZGY@SAtIF_3#m%YSGck9L;DGB|Lr5x#hHH|s8r{(LCyR57S(lZ{T@y~JvYBrL3`AeF#oW%s z(K|8}t=@{wtqKo+Qye}IADD%(K$Nx;WI{BvWjyvltUx-?+g%K%avQEwUf=Zr(?eH7 zFG*t$1mD}xUCSa23nx0$lt+R=?~0^~65#c`-Jp;Bt@IdWmwJZEai&bKbL~>0E09_M zL7H`85E0G~;^{EAMSgX`knK;54a1ei5+tJ)(B6iD8Q47G|~NSDTNTCi#SBcc)@}F%{DrA#dyU@1TAE88mgM zNcsnA)?VagY$1+TBNoSqwuG5paH?^P<=kabxkjI5Pc-51exE$-A1KO(bWsl|5Z;y8PWsI>-i}ow<^35no{>!3(Ih(jCx^o+X0pTFA`a*0lx~u9r21_w zA4P?A2`mqIYbQfwy&iQ8ij1^G#3S0HB%p%2SzScEhttE?{;!OcHa24^eJFyv9C+kNwi#C$lqecskG|E+q@V0v3a*$ILfF)!<-(8ZV+?JVSjf{q+v0(UQGw$3k91O`n%*hId%Z_mNrOJ zkbkPNjQImRn7XJ$mIw1kB%f?k&hJKX1TaQe8XT`c7k`6nkqKLmUtC6c;n~hZ*R|l? ziEwLk#(4B$-{D8Bp`F&`p|8yiS-bIPnt``UKb=nQD`v!^Ec?Jb2QoH9@b_-Yit$kS z3!qNZl>qI${P<=15A8Tg+(#2jmv*ndqMPzRJyslcXbJ4TiLHA4s zKZgHuB$i|?kG`3OhOI68O4boNg}JLA^O)(<(XlH?kozwByTgy1AwUV-t|#@DQn%Y_ zz}atk+9+V?vNS{Lm%KnQh*&zUEnHbnuqLYW8pz!E2kv?V%=qhOl|fDqN_DHKOECM% zpg)o!R2;D&K}%-&idNsJxqYKx;N-mCGl{DB3=g6;(;@kT2elv@74^hKl z5lweI{`*G>Ut@ z6(4ou_lxwF#jUPTZbO=C%zfLEklJ6!u8rK%{6*rVRpW(e8s3wfacuFL5$@uHNp(e5 z86u{_?Xo*huUoqC6s)kkt)|JywDrf%7}Fh0G5GsUlS5$NM~^Y7-PwQOdU=f7LyT^# z+MYSrV2eN=^BkobaZ=dRqGYFCIkV@tNbrQ(-353@;y zl|vu5=aUcUou#=?(8W)Pa*m{0g({8S;r{RvL%pf0e&*bSRZqqq#ridZiKbTirq2EL ztxik!?%A&R5^JJAd3U7<+2^YH425uwrODK4Q^aN_BO<-3u8?wX3QEW~NW&7~6~2P~ z3syvYeD7ZkP7fM$0MaE@s66`7=*qHha5UzL7UhhhaAAguGu#hf)tSyDxE)r8t`+v3 za}e1ii`F?XBAboS&2!2liO+tpofnp5q|Mq#VS68U$_VLiMjqH}oNL1PfDBQ|2Su8U z>G$hM;PceuB1(t-D~bE9w6U4HO6(idY$30ukNoLTtQwnYfW8hjZzTXir^nNna+o4_ zqysX~3(-h2)G%X6%M+H$n?lTfI2KSH6JQdL9)(KqjJQYdTW1z?qM*vH9V|9$3Ocbu z+=$+@q?>N3eX7W*LcNBJ**GZ&fNKc0f60AAF){rLsLTg_;Hzm>Xyj~_qY_r_M*mf7 z!dxT&lns`2T%UM3pEo=ci~n7G67ayk6q+AKY74Y|2OHQSSI)76=yIAToU+T(B{pGs z7z%UZ?gGi`J9tAIR-T3GoZsWL9?kn1=q0H(D*l19JBAh1O~IT%t0av|is?!9r~j6n z$u597?b1hkMPEea=_0DXBFJLBxeeD*tLavWaE*WN`ja}wS;C~pcCNqc z$()`jTiQpF&67mIKpoa*BzS>KlzBV@_|iJRy!UALWp9ddV$Jak?VQTMbHyY${F_nO z(iZe23DAVJTFqz6gA29wye~GE$gpj5auT;I#`_AK%wNdhdxB*XP|>C9>;UfDlAS@R%JiB z!goV{d@-YFOo(iK$z|7)rdN`{IZlc!h>S4{7Mxui)t^ z|3@_rTTbR$^44&t^y@6SyA!2WPWjJaJ;Pt^84Dzbv^uo~(C)=1_90G{de!Nhty5Uh zKh?tGjJ}4I!`)QMvgcaow0o)*Sd-L+%c}_`h1peaAQ3wxXkzQx8J@Le%r90Jk7tdy z#dN5pd$}s*;|7}&;JvBrq z4)!XbuDL8pfd|>CmA%Wm^S)jjy{rx!Ayr(HakoMRdqItsWgUs}qIHg5L{rh)i!qED ziJnSDFO{p}NG`a}ST1K2&Zb_D zb(Ye>A)qX6&E{m&a1>6Q&h4+fQ>34v+2O3ZT|BSC>xKID;o4()dqYViHIOtYu`$6M z;bjl?ZJBlas&vrTdn|l%pV$joejmA+q@RgIlD8&cDmvxnmU-sRF_bL&7(VFF%=D%| z9r&seX3`n7O`*Qu>$2MX{s>u8Y!gR(zd9`vAsseD&z_oV&;*&}JM|Lu>D~hZ`lp6;sC-;{I%@T!W zGs2q*0Z5;2lxbUAJFEAIN%t5QG{=LnlHcI~rg#88Z7`-SVay9*;EoO@J$@~8uqYt` z`Wra^z~wa`#>ewQ<%{%E6jWQ?15E<4{B<@G_AT-0 zYed`2{Tr-`5&)R2#lx_X*OW%vo{&6??a>pm@*1Gu<960Xi>L^<<3`mWk2kR1vq}Ws z({PwfZtbMgA-E#(T3jQe@i!(jHqJfcPhUA4S1Vna;}U2aQPuk%N(JUSxGH_oEs7$R zi<-U77PF}=iG(qjT;3=O=NLDTng3~fQpblpgdAwKqPQUi1|#O?vsIw9QjFYHM7X*4 zo8X_@S>xPPW@IEa^-%_Bmx7ia^yQkmlBG43sjE2q{Lh$@7r0VSLD~_bStSyMOl^GI z!R07_|0?2FM`m}F^_Is7yDog0X1=d7V}Eqtb*6U1qqzUT)R8wj~ssir$FMuD$f?Xq_cvtII3 zOy@>@PrB9*^OcFB)#K~f!jkw5Y4ps!IvC^LVukq!NJndp(5S!8tV5~v6aZ=LTTYmW z{})^V*d^TP$5sLikQ)dSRuLtlJ>f1D68mWQczy#1FN@*CO_Z2(jMu7Q}wl8%vj_wegpy)OGeI=)(InnpeJl|wK@Fjgi3Y@|-edpxhh-x{{gjb4m zC5una^f{{TO$3KvHZsR*q^IhL&Zs0JLi(rmzy^E%8Gt!+CwN;@@W-$y7C8Zd(&3N+ zV4O}-or?C3HzC=R*zPP=Hgr@cYsyn?)U6bfyYSv~<*}~2QC9K0l-So$7!dtLrM{NE zMhY!P%{`T5)Lk7e19i3Zxt1C>qx|XnU9lq=u8#V#9%S?PlsfXGBXKkBFNn*J@QZghtr*;@&E;#rngMrEaFV>Bp}8hz2_Dk0QKpv>N+n`9 zhzlG{E+Qxlu;%5|^}FJ%PpyNBOkxC_V9*}*4yS=pU&_`~*F`YfDJ?mB>CFha6u@$5 zG?-KynG^`lJG|vC@emhY!{=NDe5zt`OJ3a#+D@l?ffU89vs6ZALXFMr&0}Dk8r&pvTGQWg2+bJa2oL50)a;^EFx{D*mFs zKKLCn>EV&(G3skeycnu}@&%n~X^OC{x{Qa5f!DM`8e*ysO;k5CW_-=tD40v47y5e@ zgWy&{V}zzEK{z2ceS|}x)%InvM=y2aTv%DEPr8aYr;g)g$e-WC`?UiDqZ#2>FVnw) zyv9O+2TQkHP%dtVcS6%SjS#h^%~%~R3|MRCFREoLL*H;vYQ2l8x8-B`xjZD}6y5?3 zVXfNZ?C574suivG6)xc?%Wn+Wd=~rk6F!G+znc$H$RT@SM;uvGO195W{(Aa;FD7>f zx7@PBZ%mm@6v$wUQY?tpG)^(j*j+Z1V;>dBgn44{m3By^Xy4qBLznZN29N-X` ziJ9oB7I35$X+!m1jC5-9oZgtkh-!LgHeZ%bLE5j5<*%2$3Qy8C9N>WCpiV*~irbO1 z_v*KA#%x1J$7TiK^T``pI?J;Xy0mjmXDN>=S2Fw0Ft zEx-PewFaL8G)*R!=^gG}qXCVy3VzM&v-((TYYg(>+=zYr0t2nCD_H#s9 z2@ePLC_yj~N|GaUS(xl^5HJf;vlX*S(`0V1drkvL&AO-$Nk(`Myk9$=$y{)Cz6NK(ecU=_W67+~AyMrkOjd$|jVltxZNyLz73OafSZHXwEGLeig$N5pHo6q`=5Kbs$+ewo(3}{_6+5yql=!|OEG<{L-rkUo9HOm%iqqZFM1D66 z0Hr&2aG&w+LXh8AD=Pf9N!uSl^#OcGz-L^1zoS9TkUo`~}RUhF+pvNld!3)Z@SAIA7mZKDxYB_4Sb(5P!~rC8;E6M02A-JHqIS zm8)Ncq@i7V0GB$nMt{7E{EB-!T@37XTVW{Dl)T@<*Dh*h*EGIZsgmITT=xnhyfn%0 zoU2^%+pK%#^0GVoSHrhly$?)~RIqLB)~+`_BOxLE0KCOi`wv|1dde0Sux~6bRWozw z7p+%U$ACGLE&SJo35CC!0DxZH{M()#l$_t}Q@2&3-lDdcV`W-7&!&D4<#FDswxQ(E zWRH8G2)I=7(*NJ1kyI+YG`}2CWgej7jZN$jQ$Igtm42Ddxh!28)bb*Ke7A~t{uUTp zs`?&S6Qet($A9;S)m82FOL=`<){4#&8$goxiJ^P8oO^}wJOHcxHYyhGA2@5M-(~@D zZU1L9B?0;#q`7oep>I{{uQ;SaVdSf>Y2cfF;Qyt1$dDIu$)NN*N&C-#u(|%P6!O2< z#IT$P;GL&Yaz+Ng-B;;>v9(-u4aY8(UqL2qy75wfsRqy?_B-i+uS~2f`OsIL zS|x88;~OZJ$d!;NDenpMwFCbA+x8jG4X}Vw|FfZl;{R*i%O%c={r8%@ePqolHo;?e zVe+tA@Q$1n%h$-tMqn5IjX9Brg8#EKYGbaehh8FzxsN03H$jP8OH|9M6dx-vzgQ!_ z!ubtm)*iF;=>SYJW52ulo1fFj+%o=lTjk;{y3h1k(1`3e`DGzLbcF0S`;)jGb>Pe4|J)%3 zFDJlVO_gV8wAXEyTcjN}h3NS2uKg4zj{i31X%BE1D4hxqvw`sYZRWgo{Qpb0fY@vz z3D&YW8O9rv+@_8SSq-v|-2Lu181^C&{j9ZxBQ!4lV*dXPR?3PAFZp8iZorkT)M5tO z59dK{&NA)xnk4>;t)h8HTr}u=pXl&%0#;q}KHQ5O*{?LRHzt^}JJB$tUHgI$G$}#* z&IV3U{*Z;saQW*QC#lN*Ou zJl2d-ZQ=(beIdXvHc{&E&Ca(_g)Wzo_IY#?P<0jqv=TMz>e;@v;S&_I2 zb{(1iQ#6O8@Pk_)!I8@Kme|PAp%@5QPOUBlLAd*lwgXMEfxe5{L~{c$>VnWLPtqiz z?u7eSSAOeh0erpkI-)mD3H4~!m+z~zY?!Poc`mb=+>ot`f0RHfT{fYvq#sWKw|dWX zmv=Zl|EckV9TBDUu5jdD$AB(#rP0ZNID^jMTKrLgYM-R7lIZRq)#6Zb{dA_8cb)^Z z;3P*LPxmk;CbuC$)u35G$SUlI<|y}ci|uLd;&9TGtbcj34bKP&VeL{?BlLf<*l>@v z(HHj&J`hAMk#RK-(TY`Qxkl5reIqpcbc4srK=%*ad!YYc+PLev5w~MyBe}?nz0V-= zTuVXOKs>1S(d~=qi%iM$F>j^xJNdstyz4rpIPAT7f=gfr-sZHd$2G4RIs8zrPT@od z6I1B{XE3cxvk_1IR@nPz@6uzkbER_|TuW&Oy(v3<9caD<9UDX>b>I%vvigu~5 zXG*#OMOtsVzpAPYz_qp?6at){Z+He@eAR@zpH#ghMp`;h`L4zN?nGs76Mg)|bio0> zIpx%IyTY@_Owq%nB5 zJivGKOF%#9)a00qma%COYb0oFH{nRT&I(GFfsl5duY=)VYc)}w-!X6Y*%H5+iF`{B z?hY@7^%wPdl5D|zwv~n0>6g(#EZ3;^$tmTB95Y0`-whsqP$z$#?1CMbnZoE}1Ug+n z7=H{zxRZ$Pd>nPQSpPi~vx|y|8AZU#F}tSvK$d^ZHCTQ}7wu5X(+?i3rCfNlQ}}i6 zHvvPH9OlTI7rru#4)1jqS!eq`8-&wnT*M=#vzS+p>OJAFj(r;Qz(Nl-kxRMVHSBxT zg63`I&)D|Fc3%%)N`I4_-*qhOu+-?6mTIeZ`n6e0+#s}yr*m|F9hydiSQzlN7!iDu zaF0Y!_xg0~bfvo~*{6M)XICZcKvYUP;d=jtAe)%BrJ3O)ig@Z;PH#((5z2MDEoF2H zeq3hjWNwXhWK`E*h#FC4jr6_*r_Xz5G8M%Vv~py}^p+5TcqJ8zHbl{S(pwParM7k` zM@61V52F>vj)I4=DdEBMP7etX#_1r4*8c|A(*LMpYCo;t6Yxu3DG76Y>(um*%AYz<$NqhS3fB<6Fe!P z;I>B1ADo|(1w@cu>x;EeA9UF0Sj@DeD}J?YN1K`n7b!S9#c9o>7%4!8XLKFcP%wlD_KR!RK*3~HvneWyij;y4geWL7GVoE4IO)z)=R z9c!Oo>!QhGuxMKljL;AH34ds*IuA0T!>449#4cyb?C9|F3W-YOm~5o+AGmQh)90S%cc(hpH7<6n4W;W$NNYfR3C8E>1^l3Pada~Bz(tz zk|g&s)#Xbb5Z;o?4n6{f?;G;j>|Vk9K2Hd&=o*KlE`)$8L9Zouqpio*tcjzx0^P?! z+f&~^&maE7kR8EUU(RSXu?>&h{AoAXykAbkbv-WTL_<}JP4zKj#uFe+a3o)LjPxrA z_%JC6(elnqdeHxpzX+W8##+sw8%x=n1*fP&ChnBtIJCAnNE0z*S!+07qqn=Dlm1nf zz8F47OJ_zD4lZ5KLO_8Y0SPcKdGuQYAcR57TEC%}t}`}({Q&vj?1$LD`;b*Fu4YqS zvg`)ZqRzXu?zm;o`K71R#@JqNMe2tU!ar(w6_R5svzrzFV(G0ab`_#EMJqKdEbVgg zN^1EDB6G%6-1bIuHYOrFj>cp*wFFZN9bc=WOhdL81xhi`)=XQD$FSr`M%|j?3i9(| zy9%01QO)e2o%V&0$V@L#8z6}+?P4y34J=6UQ@?VPOi5%g&W}kC{Ne%__cSmO{S1m&jThvJSt9Y+# zdF+1hUL5#>v3bX`V?Sl=6^>tVV-WR)auIk?DL>7H2H*U3!kSuadRfLq;YM7ZqjrxL zY%sX3NaikASCW6ap;3x4LU%U;N~~-!L_$!Yq!gGan16m#vbDw|7_flw*XyOVzkr3I z-ZMR>|7r&r57BbmKx}U8iePyoh_vAZ z?cX79YAopR@u3>^qdT2Ly6=sO%UHFsQwi!g*Q zB0~!!n>>@p`dvK}!dS5kUH@QBKda|1IL{|m@71suZ&&SXS8Tno0|k!U?ibN%77SzxBolX|cP)|gl6 zDzutrS9NGdUrx*2cV%{)kOHoM^k+4}>H@3 zsvU~l-qI-+!K(8(r)NNSc=B^^!r)%6z|wEaUWs$-Vh6?%B>zt3V+K_%{Rv-l6*mBR zG%K!OA^E^aDeclz#ktwP6o-&7NF#d23#u^L*5%v^7-9HT7YVX3V#;vuc`mrFcoW&j zJHUxwpM=7)&Ga*BmZr zH8ArA62XGO)$r^Jv1egX&m?c}Tb*sZ_9A>F3;nb1$`pl1kpi;@GmIPys1=uZSU4Fl zTaR6{AxFc3cGby0AT-al^Zh8#LW-JyUetY9s4}pMl2-oFbv?;$?^90wn6bYsvN0S;!X9g2vRu-Jk1|-(>U*Iv3ZB#Oq*j! z+yma^^Sh*<#%A&j9VyZ#M=0fI2=tUbxb7=sT?!sA?{d{2Im@!%gvw)M^CK8fxEJzc zK)8m9diUUkv^e3WAf9q@c~H&eO6;)pu*V3D;_}OevnZipuhn>cC$4jEEZ3J6{dY;X z>pJWAp|{d}+#@&+(~E0>45!6PNZ4HbUQJ2-MC;x5d#V1HDIoCXtX`Auvgnjz%}?!L zMA9sK%*MNg1wGSkK-nu)Bow1$O}(V)*G=0rN=31><=dfDd_<6qGXzmB0)}u(?d?Fk z4dGgtiQJ+Wkkrf;zv~v?D1)@0v><$qq4KL`YV5oaZBB4rbQFn>0rVVo1~zsUX!-O% z3c`!5bYsu#$MQ}{zcYjX7`<4;A8A#JzemLR+r3o6SQ(K>o~70juoW_c?SG=6xWD;h zKJ=vxpyG7>m~V2hV0c11kIu61;${~rH*RPil&-CA_=t7TC$|7T7z7-&=j|+fLl5fH ze9Nt7r6ej|8-^BZK|-1kl}gD2$!Oj`O0J?bPC>B~Z~MbWa?TMLIvs=t%qQ$BPEsgj z^jW>^E40-*(ZZ?UdvF*Xmf%TYEO}x>JK{zkL#xCO9ejWnF8Iv|OsbtL5gX z?L&kOgMg6SN2S{LahMTn@8b;+)4$hP{+ZR8$3h{wZdKNmx`SFOVajc9IAdFamq%> zUQ=sN_@4GES7q;Ez>Y}$W;`Z%9i$|Wxze5Ajuh zz48_QMxLaUwqnwRWc-%jXn9e!AyB^cWd?#71K{Aa?z9DFPFoYY>D%~N5{|{y8pl}j zl}CAw@8r5BJIIIBBrBn!mXwh)+KdC9>Vy`5U?TDh%q4O8=G(Cx6!s1pDiO(Ka=L8S z63%(#mBP|)Rl5$1f>H+Ut*7W|V1L=n1Q%y!Q4x?cbV2j_#E4EZJ7jKKytS`_KkS$>=ND8*Rx zlf1-YhU_vP;NkuvIA2I{Yt>wtcWm#txupw=o%ZJVIPrzb#Q|{5Gv2SWrA5y^N z&Qa-i1yVVu=r>1Wdi62XV@8H{aUlO-zQat%J=y|=DoXtX2%q;%vb8Z*V^)DbRrpS$ z2`|nlZttn0P88g~vPtoz>XJ5nhVCS#mGX|RYN-0bX)rn2^#gRBYgU4H{X`f4h1!+7 zafye80+T9`Q^fBpuw?QqP3RQ|W%l)0U1ost((7K&zxnk4_2JX2t0?2=s>HG?2|JGOQj9@NIrQUH1e3A` z9))wW#}fX_15Qi0S&PNys9D$bVc;ucjeZJ+Bj(XT&lLR zeBW*hIW<{7f<`|1SS*I$$J5hU8^f-9=Vqtm%rLpm9*>LM@w_EV%F7=o6+Iatbh})Z ztL~ojwO9iDE{5#Lwqj4J;l9TjMmzBZ)Jv34Q9;sI%(Y&hf2i_#f5m4a2%$NRmi>5! z0vH6i2z>lm$Ut4kyR|zE=egZnMyilv+D&Rn3^Vdz))_u%sq|ot8gDa6vHoFe?Z;Sr zQ^Q~>?dNtt;gv@8?%TbJ{jA?@MOq8@Wc1?J4&S32#{c8$EyLP+-Y(n#rAW~t#i2lP zcTWq&-JRm@F2zc53GVKeP$am!ySr1|U3&6+|L4QG&gY%kliA6&XP%k0?u9Pz=FM_0 zE1N=n8jShvT*up0Gd)t)4i|+(qA4k?6JcdN!QI_Nm%x&`4Gz1tH!2zL(kB#^@^3lUR*OiCZ>zLXu%|!t`Kz+9^9v;xXZT2K?`Iv-)4bXJ z()yDdr@m>^pjM5*(|${aouGK*Jd5F{%i&lG?DNMMn8A$cCYnQ6D_b@-Y3ZAxYMc3v zcbSWDYinz?iLwv=BmQwmPTKCF754a&1MqwTM(xSun&2!<+4zm{Vzam)K7#~*#rk}& z0t1|sK028E19bSmde0<0Pr$Z`saUQ54@cs;@j?~9_F0^_B4_*RD-0r3PW@oVbOnF^ z38)bc+jGAs_Weioy$Jv#T&l*=kS^7q6>o0RWHlGGFB$E9JHzn`&?=ROo)=WWw`z`x7u`RPB z4aPqiXD|`T|!OibSOQRQQ&50NH zqRn-kH`V6rJ$z#<@pHkkw&Bim;rh91alu|&8)97onu3Bax;HQwqW!|*!Q(#o^=`j) ztS1T!z`gFN9p(3l;?_#~)yDex-ucEqF3N$v;$Gr0J7MC!{QVDaMc(yxpSbMMT5%ZX zaUBE{J_e567uOZiQ(Q|@kyG-RJO(grB1~uNP#-NpB*dr#S{trt|4_iG*^}lO7r&W5 zI`cG$8MHBIdG_%@9Mz&NXyR7uE?N0stq@lwr(2(_R(bHREJ&jEs}8-z=ZhhC_wfOl zJa@uQ`fSnorvwG`-F51_&v>*E?=%wC!Ggf9ch>pX!96+9(T$e zwUFlQU&>OC)bE~%$}PGe>bOw^Q2HR3D5#b0_$e|6&;FUsMBj9A0S z5#qs#%kMTnnaoaAI&O_^uCAK+-YgJ=vYmg;z_|0?rkHzt4*brr;0cZIj*eafG8r~I zXA$?lnK{e<;fdlZ^WVt-lMJsfTUYs)(A!v~Fjg-~b-j#vxz}zT{F&X2{(@DowmL%{49ztRId#{dH>AKdKXsTD&3X z$Ng?AxX&JG$cYWlVNxo(nV?ONyFHmRVVAd9xNPT4af9m=OD?gm(x>o6}rZA~c2KNq_KlMc5 zQ&<&KzrA9nUeIT%a}u~$hRvDEE|>~2=f011(GE#E2eoSQjn^pPODZMDvLM7F?5rOJ5;4>35zG4|XTxDqeqjS?y?Bit?42JTD5ZAM z;?2e}U9~gi6UJ^H@aqC9EKOPG=ZTy6^ zbE&7*w>R~V35rSfYU;N>r2bJa76pe_kNESKYX%6v)s>{UyQNF44JZ>=k3Y$O#JTDW z&4q}`NBFGiAY#akZk~@THdSf#N<{>tbONBvaHnULp5 zv9vs$QfHueg^_1p4Upr#$RS4J6N-wcFVU1iNlcY>iBW4;XjR2Xv$Tj!6c?3#S=n4>+T1K;zd1Ojx~LpeUz@Qe3XsqsPR^XzM*%;_?Z?8s`IZo3U6)lBV+t5 z+`fEuWO5$#AM{T2%cBO6Nn)bw4XX_5wB?(gA`N7kId21+92j*5n9W8Jtvs5w5Q?*Bq;Q zLN$&C_WnAvx5=E z%?UUxsBRmFq*&e5wh2~Eh*&A)vzcmea=nAI^4>7U97#t zyv4NQ9s|vwFcZ3|Xx8ghP!+<~#HHu-6Q=oerNkdWp}lMQb~mTei|NNGs2aglU)Nd} z@Ahkx?P||=G^zwCn}Z+EtBN-GG<~%ywZ_#?Jp`HJ89Po5YLRUk>8-o6(v3QR_I=CQ z*?Tu$-s_=sXy|J7DKj5Tb$2uALy}4iBa(g$@^kmat!7`wPi&Kf^QAMbu*c6E9z^fR}E{|Ja(=8%zg8PqYI8Y zE1_5wq!Uz#Oz$NLI)_9yVfl`(ip=S?JPJ~RAYn^+O}&VH>FL9iQ4L~**Z}Mpz^0*V z`BdxO-GMiw36rkZ(7CRP0!NEt*@4L((T&$RXurH zjj;=?$cBfs|8iI(g=Wi3Chj)GNX}Ddk=YS^*Dz=!DKTAA+xm_dDM%+~F)qYsCNIG@ z!uQy+O>Q^Z{}1eNR!pVGHq7hiTw-`}v>q99?uwM4nytp)ZzNbtAn~`7=5nO_13O#8wuL=VfS7gxcAM-RlsKtaReSO=R$Y${oDR>gH(IiOPH+})L!dqtbeXgfMt4z&N0HvssTM1tXsM$-3RXqB#>Ot z$BHJ{r7+qgI}-uTw*V zcE0IAa4PFltLk%h15Xk8x@i7c++U6V zlUr$K{6idXIHN-*x{AO9EGM5XrGdK~3IEkPkNLRXc|SEKSzZ+R z?K+}_rRAfAAx+ajV!{HqGkZy)%=F;dL3zw9gk$G;rsZ7(d%|>usBa8a*UW9P14h|n(4K40C>8dg`2Z@>CpLfEyJYW z|FA%VmPRp{_#%NswHhOa!n3TUPU zUg0btMP%c<#in*430pCf1^Q%VuJbo1MEbC0UlEnDMz~ppKFxt%`^xcIKGN7EhmZ5E zGSsrIwIC4wrC;ANUR^G_?WELgk`fLwF7KhfP~0y(lg#6lvo1km+ONk5%jdZ&U7NkzSKd6DXPbbsv7s(xnP*=pD(=jt zw7On5LtNEedt$?kk9y`==7(eZh-8ipeyvuj#$k{QpE>DK%oHP9``qoht{;E2ox|pD ze&hFE5V;|)=wKD!C)8={F>jntuG&_4+Ft>G2G;LOi<a#Y8phTki$o2gX`%Tq`b3$D_^B;fCUZ+-2oVDD`s699}!ZIXb}ULT8^Lr>Y! zqKmu@HBN}Q650(LjHQla82uG5^m})?`?0*?#)#qefu^zKE$K%;fv?S!Ja^gF{cA4M zZ7c&_Jj!;XpJRNY7EFpCWHb=W{zMCF85b4yryY2|5Av~L%T^5njko9$YwvwuB&^{B zm^b(29oFNYEV%sYQXI+j%d&=sRG~vs>`3cAbc_%$M!7@`!OndopNMInQ;s@l1O|E< zR9Ftf!hIjP9ajzo{C>j7+@v62k(pxo+C=O%R>^~ApxXVlPHM&{qLbgY_0h(PCERJu zqcbE!RJ^mZ+C_&qC5E495;Hw=N$v`{0A!X0xMYa{*Mh3)L=#-62moI}c3l&0Rw<153BSYDcw0EZ)wCVJ2oYIheRY8yXr)s%g;NjheufQI)AT7~O9ih--$oDZe!3t@&#`*=?X} zff(mSO)j(F@#jU9C+E-iCBkjxH|{A3r(nLd8(uAK4f+0+_R=WEOitb{{r%K8%@DiG z{(XK3X`TN^uYmgW3ao#C;z(EvJ!^8qi=yOzfOydj*XdsM$O2kY+o-&dEP-m(qv!PE z-KS~a!lwm_pWppk>5;<1j>J95R)(^xsx5xp1s#8F+%<(=lT7HRkKTT7(qo)be`R!{ zy{xAraSFpNAK>LMM-Xy=gK0~kf<4QlL{ab8tpI7>7L8zO+cXK$UGIpaf-t>$3!%-~ z%29sXKUxK)2AvDCn=eJ+asPH$(AR{$Pg#YILecva+zLTkj3p9HKO*pcj#vsF<{B5& zLSdnjDk=46MW#CN)X_XTgePvM&Dh_5xjIQ_=iZ`(465!%{4T{aHD2UQ@|yt&8tO8v zR_@Oz$nKfHF@72Wu4HSOvH6ww1#Ql2~SZYn+?*dy4uR>Ur~_@h)&s(b0DotCZ{>?-Su z--}`h&J@Oee?}rGvF3GO7Eh4o4A|&y+D+fq?d9MK9=Vctny>PxhB9bMn%#lCf7CrM z5W|F$AN;*R4^qU>+tqjLax06qwVy<8t;g;5%}z|XyFgg6eivX6<}uKAHj1B|%TAv_ zrvZ#-ZWLBzt>P!aNyQa!XN%RJul>V)o(9a5R;kEzwb&U`_F1KJkr^ao{df5#K496I zLU>tu;Mm~2zPQfz`f#&+WPN(QbmJm2&PU*&(hE|nm@(2OidhO_?Z#i2wDu0trw~KF z`h(0MO}P1r3@M&7Z%89EQ-Yg7;_eA=0ZUgMt6E?fc#bsuwK)QF>e3T8r3?9Qh&F)H z`dK$1L``;*8rRHoJXr5aU2Y6*zIy%!JzAvSn7l}Pv(8?bcDRviJ`trfyYhyID7REY z%&+Csr^Yqumx8TeUQo$@06Bl1U;bExN@ewf_uOUSAPGsCFR`5XYK+-S<&U;A@Z;i| z4i9gj*Z#M}JdleV@bZ!TIr^26q2)hGhVnyB!As=lQ0rvDCT7gk_|(B87c~~hW=+_L zPz6!UiBtO4i}-e`g%ODgZ*p7WZG}T#5=c3;{|+w7!&zeSXxRGvh58At%WtAojEaq# z!WM@7xi;IcVD4J(VDLtj7rCH*NXl@K3mU`sMS#TzN$z;Lr4=^J`~!Gc7ed}n^^&IG zX}*NpH;u8I|7i%6b2$)JLyOaHSk5XYrMf1q9t&P5RJlTB-^CsSYCJlEXt)sG1 z2mX9Y?{0WRaYkxqoV+=elt~{KB>e%aLLHIOkVcz?T^6{l9pD~(R6%~Aa_%N-Y?2N( z@*FO@(gq{_+Nfygi#KCmT6CKq7m%E2gKsJZnf*g3I8SAh z+(?%)vng5|ln^+opwd1&vOA`em5mkzLe31U8)jJ5ai1&+DI&Jd_Ou}eQVZ5Non`Tg z--_o8zeJK$(+b--h_+?OG~6INDOwhj!bMlBfGGUrOQe?{pWXOz|cn6(?J z>iO%HdjP6m^sW!EGR~UYwgCn?x8hCM|n>mu*SW>ZjmnL2Yy6}aO? z>N#$c7Mawi7qLzg)sidRpf0N>v$~u!Q1uzkE@b?XOLjXli7WGS@_Bo@M>@CW#w z7TmnHMue@<`x4vb9)_Yr7$<(Rqv{dSa~$KdTr~W@lAQ0_(t#nUm(2QC@h3{y$JfWIf#=C*y6)=2KE} z(?S>kSZ?CFCpAo%_=#wuHF1Q0Xj9cg$N}1=p*n5_;e|y$$OsH|9Gh4-tA-Z5ERLc& z$I|~coMaTsT&qqi3AMD>1j{?e`zGscMin=uBpr=~}taNX(=ULq<0~ zyja3^l(I}x3?GqXA{0JhG?o;s29qN9i8075v7nP8C!ZYHD~yC9%%|5F21(@d=(CmQ zmFM5crP;eb`R>|TW~7>;)?C?>)ACm`6Ps3>IPO60xGIoIX5#g_BPWxEIlLB}44Y1@ z6;EIqn)bS5pUZxEOUa+VoyB=#A*20M_IT20CCe3+QiX+0n)l%IQ$~dlSESWB-6kd$ z&HZ%YwHRw+dO~x$0cqqHtLXnkq;(7FxW+*?ASG)~YK!PXKQ6RX2_GqR`sfL_@~#5X zMU@a0p8@~SLrI_wUdat)ueC4VDQmx z0x!1O4-X9vfN64?=3>z{=Su4Q$_vSr#kJ}yTO$g-5E>Zx@7gSR!b)e4Kj*4lX2*Jx zVL!PoSRSPF=;ww9~fA5=(Mev>NV z8SqQ29^e%fiS3V?IW)J|HB~~mpuDz*Sh@_)E=mSR7dpQpzQ=o`j?Y5vI#*V*1@Q4= zc_cgpuQgH_8dMxSoNXd2$`+g6AuOU6U*q!oZh*BC)R}ntumBjj7Th=ngM;6bcY|i* z#LpYCi^g|glnN~j!h=tLaaPUlUU>U;4s{0%-8q<0o-8V6H{KJycdt@G^ z`RvEaD#1JD%(u&9e(o{+=eMYN0SVcWTM5bV7&ih* zA)Rm88&_jC1gvA@jJcOQi*9@xQp11h1F#h3Bw96?;zNHv8k*oLPp5Yn{#QQbnd4O% zy@US{74f7pz1@$_v6x{wF~|lV@z}g!>LN)6@A$3H+x7<**NhD=2UEo#li(ur3i_Mc zSCnSg(|vF3dDp!(%|V!;yP2rw&VUB}&svzzmjmu#>#WA%T?kZyYrB|5hu_Z{qB>Z!v&TRCcVL%j?B6sv_I8j_$ zB1Uiea%z3s@Zz9wY1!hrY~w^gzef zG9F;Mm9KR9td%K+bm@v4Ul{P~o^D_UN+q!^1RmbSz*S-nGY>qy_X;BMbJLVhQ@Nu_ zI15D#g^CGXOYNB&`@)qP^EowCA4jNYYLMt>P2?&S7vxubM=e#}d&4tPn5LX#{#}1X zti4T`2odyN$b7Kq_cy7JSw0uhAtUhC2m$XXbI95h+DGZ3$sEKmSarCG-@Jr!n=jMZ ze2P2ruAF`hoWtlf*&sb;>Xh!@Io7aaA~VLPTUuFe7Q{r=lW9t;M_6p_NOh6kwb zc-9tfE7%rWvMN$&q29t(L16gkp_a91+a*u?b)FUUKeUS~2mv!czc}%sGyYaxL_Mb7_ ziyDa*NU^%XmVbY|16DiF%6BTV;+lij#zxyQM&RsJDJh_1+O?~G`7>3_5$99-c=ILV z>Z2Ov7Z{bf>Ok9q%RCYwwb#S>QJPeGOx(KTZ#DUyxK!sUP$pvKO&CU(cGYlrsF->S zfkleW`N?J2dljwp)5D$0NT2JZhEHD0y!W1b@0DvFK$?mAZH(9I2%S#}{;rR-?e748 zZj2)$fL55Uh@g+gD;JSaxXfoNb3gWZ5>7U1MtTQ669cdxfadfKp|oIC2{{*0nC^5w zCNU`PE7s?K0EL9tzBlt6Q(3(ZA)=^yB-&%JTO;N(~2GB zY~Lf>@_I~P;C+6ZEd)S*LgaAwj3odP-8NXyWOaG(gH=3 zugi2BzA0fzank-i(^`K*MN_0#7uV?Ex1 zdXjf`EAhWjK45t2INZ6-^FZq|+EC-fci$$Rzn+}=QEvSMOo2Z+Jp0=4+z&hjkNSK@ zK|a$=(EA6tGh4oxkH_#SD~{&bd(@Sdx>FH1JIQM?E5WPz09Ns7*btidd~2c}JwpRODj*hwzayx6ql%?BBjaKGSSKKgeA!0!_t0-Av& z=#2NKV3;4sUcN`lf@Aa1J-Z{=Ow;VBgVP#_13M}|@W-zDq&$ZsAES-X-SYCs5k(l? z`LavkD^;W8sK_xw&Ulq)I)Bwqbx-9EPmFa%)LadZ6eq(i78J`}a>kgn^5V9YdrqH4 zBMHo3{AE<4tZTzx|;7bI`s}^)NHyFXd&XX6z%;cn;#UE0dae zW8s$=&I#L@NL(P>i`C-japANOc`4-B%CtH$YjIWTC0e!d!mlv5J;%+?hd?hH3~f(^ z_;{9`o|Oa#iE-wUuh}Xa5&BVrRQ~)HbF*R+Y)&=+3hYf72xwOHY`4sd|JoVO76~2G zn-2qhYcct<9&UZIrjHA6)i3<5cC;>1|B7X+^VKE~tITXCD&oZW0``)VNkB=T&2e^m zoB;)GCZ5&IQ93PP@K-pQIlGjVPHftmTH$ny^mL5jX9I`V`60B#@r3b+%A9i=n2?M@Hu&#xJXe@{^C z2QqmLs#v$+5TC>mYLPeZyi=XS-RYPvJn24ZTqe zRP!$*{%KvQ8;aH@ril zfv{Xq_o)kxUA$B>H~NCmetwNidZI=Hw1cVu(~H0FbmXaE3^wbDY0etZb$CvZwFSF| zZ@nt?tNDb!XP<9jh5PGtxJ=QU1MicQRl5xK%-f2go5a2*TFzHXkC>~PC>wcyWS}qL zP2hg^x1h0P)#js?cr#BA*&O^Z9vg-Ym19U|AhIawToJb5P|2tv#@WiL0-|r_<&m7vq*V)d>kk?6zQt+Ceqzq zU`-&2zI&*RY`t=~;r+2(0z(sEejHr*4V!aGsGoD34FAUhUJMEeiJ$A7mPnz{7q>g| zRSr@$ohU39&Fy(GB+v66FZLHe_*le7Yo8>>S6nrwv&#{J%z)uNoh4OwHb!Su-e0L3 zx#nkKN3x=1^3J#*Lp1^(Z}$37n`gP4$vURc(1cs#ZjUB~VF^#3q+u@UR{NuF&1Gg; zxpsvd-m`hCAyN@v1tUsJONwh*eG9G2dfmE7EQbxv2}yxa%yt95 zlnf{_Vn5$jV81yPHC6NMCSO+%fA@P&PHT7J)t1@TV;PS`PZI9dJ8D-v#3VG?OcX?^ z>R<`tKx*%4MKq@}ia8FL&_TBXu*N^?F`f-=WK6~|=@?h!F8ty&Xrgf|9eK*B4I;In zxhQRpM1^Cb_nV@4<5b&A%DyAX*~SYtI|E8S5>LKS`)clcv4*ppVTN%dqPbU&1?G77 znp;q_?~=?9guxVCzay0h2F^Dg=e3o)j@2a}oNm7VR~=~u1rEJf9#7}Y-t}>9UVN?K z#QR2yQbF$ZZHF@VFQ@8f(XZ#r0VJp#hNU8NB=xU^e8RQMg{C`ux3J8qN6?l;R}<5V@!4Ea_dTC3f$3NjOm?*-AHbH zye<=wWfpFkQ$qUs1$k)n+SHtV0yga`Qb(Iy(FmE@f+-hd*_W5?tge{dD`f4o1mO!& z%@>V056on7A&|}u`KRN%Kdaz61`vy5FUGINQ&H|u43{kLe$~gH;ZX4)r>rXeSL^;VyQ<9cfuVm+$=DtKdSr~74Iz2~68A(fP=#t3x!GAXOZ z8aL?<(Mf#VF}?c-2obQF-L*fu|8XG?#Id|SY8YaKmO9XL$o(x5l<-*)rVX}la1zc& z9^hq%8J69iK%uN=P11g&21=DMkF`&?S}MtJ_<;;`{S_so-tI7Bv%Z(Iy4l(7 zIm~~0(6NQz)<5NB?tgj&ysS|2G~OjiV}{lD3&Z}=maM@JVNCV$s7Rqu?wylyhAe@$ zh5vZhV`>F2Rj}p(((gl^$OXZY5L(5{vW}WF>47v`q}QLc4|6WLM}eZ?y42zv%%k3& zlPZwT&m^C!mN#UVsW(lSPOg)Ql+tl^#18cIpm>>g(}cWiF#Bqc^J2}u)h7K%WbAWE z4w^Mm;YWn^7@7Zd%KsPU;{T64jV8dgA|e4Lzq`oUk<&-LewW4^0L!=j4fEbNw&Twd zIN5I(M|Lkq@IL)=IkMdQzvz0gY|#JV!xCKuSACCF58vW*cBIKe?VYvP7aMH#XdmY9 zUp_w-LDg5-5H{#l~! z=(D63ITj+Rjf$651~52a1{PreiN8))>H+nTg;Hh+Z&S?Aj163RAp1=PK!XQ&C zTxl&PTYu!q=05<#5!VL7H;0f^u1dxk+Z$;Jn_>MI|5gb^R~|q72<{Cp7T}Ts(t+xT z>i@>@bG9St6-M926#6r5*Z}wOqi_-LZs3~*VC>tk7I?ShB`>kn~;Y zGYarLNY#WYyDpXg|Nj$E*(7##CIHWfd~0e}BnX{?3CDm*Mlu8m-;G%8t=MG>y}XRU zFuq6ti?4uk)P3PmQ_%q-URi7jWdd#P%OSszNA9mSL;$NWTp{3|FZUz6Y-Xkse2n+> z?#=nJ{P`GhFo5s!P@X0QOj`m5@R8AxI?28qvR|7AAardiPnx2BAYJSO?82Hza*=~+ z#pYw`0B4csIz$@T4%8Ss_p%G?2?{f&ZH~Rz$Usi-SH`jxbZ7^F+EUORVm)VfHsDl% zq}(JgBCliIg)fLl0n1>%$`ZKD^00qwUXb3g`wH{e49gVcv!I+N=#eG3!;u6#ESFne}wYb`1q8ic<@cVNqgNk0#Pz+Osog$AH+3t!0lZMZ{1&B@i?E@5F_v~OOq^zYbk zrh(I~e~uF@&eMSn<`WyhEXi5p4W*~rHXmtuZMO-?9ENd}}iHchWN)CHS;l$TPM43Gg69=+K=T9b2RrerGdX$}e{~~w-JV&AG zn?Bfp4}Lsa`U|LnVTx&C%mc-vvU4Y2SdIhxQM;N!^$Z%@ljM_TvcLT}a4+xWuwx|w z#+j0MITXURE9x@JxhAXF6BY0>xhe^cBx&|@gVpyd31l_A2MR>19UEN981!o;_o4rd zrXm$d8_SO}$fcxMXvkP3t@OWbwbDZLGwiGCcczRMj{+%UV+eu>z(wcODHg5{t3=*<#xJz{vB zFm%Cohozg0WR@21x&?9+dH(A>?C!iGHWph3Qf-j!8Yuh^`mdb&=}5`^||2( z6&KbJLlu$TK$qh&*GFN-lZ8t&7@28*?}hHEV^VMP!Yh|tbw0q6pO7nUyN;ctBUq4v zj6vw;#IoOO3?OvcRZ2{56GaZI#L5B@z~5Ll>Lr76;yQ}VbpNjoBmb`s+fR9tYQMzD zvz>Xw6iSr_qJqn;QY3q5=r!-_qrPXl4EP_bz3APGX~dmIo<%q>=^WMh>X5pKTO>pV zgz(SaZ$p4cgMEioW2dyEzoi@%@q~K=zCY_$A8Id188^kE{enmcm}E1wtYLv0cc_Xj zlS_*V=vOdV#2Fr$q=*$6Y)Wd|vc=ithOg*{5WNEjboM^4v?lkjt;Q6hECO>LboOuUX&1UOpfbDQ^wv|;dJY^8Y722L7#=9b+GJLUEw}%nmXe|)p=^oyNe#T zy%l`M8QS>@&crXAeF{-i2(2zF+#lYV%p}N-TBeX5t+l=U$%z{mMpwNG;p58ICPgVu zjfvUNh>>H;q4G=0Bd*v=>cHdfKXqC!4mt9~P!Fp(_&c;$+bmerF?&kvRLhK8)qWZrqH3_Vh;UE4ma@i6Uf0gM>hNB_rGm7qr=- zS3nr;v%zhX6@9hZhE(G0bIhk z`uDd0&Pnw$x5snlDV7gHWiQ`vt2CNgE|T*zAUA_SF*z-jJ$VmghhFuT;li+|*{a~f zUEQ;^Ho#>;9YR{3c;2odTrnjX@)JL^um<#OX+`|?;+N6yX>z;$kR9KyAJzMHyOMGB z`N_1o@NG0&FP~A3m|nVty~>@fpM0B7|IAFWPlXkvix^oE5PAHDe&{AL!@nfo_TC8T z5uNfgmLKcBr;VDo>o4(e_4AS<3)rr}P!yWkPmu=#TlFd+9dXrO+aE@Xu9AjD1t`kn zMp`&=CqFt5BuPceGxmz zIh#5lKbxe~Uo4y6R|lXFpytD$8kNX3TA20wWzoL?1PdYzqPyf4XaafBvX) zH}bFlI$k!d+a~+Vk&RWhY^ev2pV53xWrqi=gx$BdJCTZOp@Cl7HwI?0w|3&kc}u{- z^?u!pC~!M(7V}jIcwIR)?ue2Py4d*}{NthK*3ePHU%(_NZc?=cXACL$P=^q?t+50r zUh#2^`zxQhgxh^<7s+48^B5zQBv-{bX!46$Y-X|*|CWji9{(DxwkgnFLg|e zMlYUMvp9RT6vdUJ$$Dd>H z#7RTF41U=U6?|w4iPNgpCi9mx4b!JP#SHhuApO+6Q0Jd8!oUSco8C2i|lDRRRnrd3#%r4>X_AFm3 zoZGGmz;||p<8Bki&EQPw!wsuzTAETdS3}dx_q34L%HyoT8k?a^==R6xtdFr%Rrv)M z^=LD3tpB1Tk$`6ONm=Dn47*;ORng+Q4#^80Pfnum&dZV5$DA#^mSU@Ax%!hCgHs3g zPW?`&#?ASFX)fiVRv40{50|@q)vc}Zx-L|K+7r zvw1ko^pf-NYB$=Fdc3&zHbL+Pr-0S(UHVc{D4>v#@RsfLc2UfeR)mpKa*eC+f$l?c zpFr@2t%yzc2B%LVAQIoh{1X;Pq|B01h=$lf{SVMe@4~WGWs-H3ctfJ%Ws}pQk6^W| zrT5`VaaJwvP(WJ_`iS(pCCPC{bjRPFDilL6im==aQyW4SW#>&6;nDR#-FGLskJBa> zC2p%2N~}<=hT8Pa(-2yh6UI_`B>9@x-7_uBN7xEY&og3p>Sv1@hUC2jB4eQFLJu!% zkYJ^?ci<3=BW*J6`iD$I!)eB8=%s@4y!TTBML8@)rN%$noD*l{qt-o5fWU_w97IGr zV}QR`M|bu9EQ|g1{%EhaMMSChvyx}$sY0jlkL)ZuCPixHtGmL%!{q?1YXuV4cjiG2 zxDk9pZn;PRVJlwa0QOnqgc56j`^%-&wQTcVgCG=Z4#$j-pDmp5sT$s25QozuW9e3|c5cp7FBOx>lGI{}Q*p zRPBK<-CSymmi*Akk2he&@#{GI)usd54y~^TjT-C4U^(0Dv*XSQiOG|HFW!^qa=F(* z95Ky(Uu$}CdI_sM-PZd&ghrYL@w*P20!mU^$*(qn=bM!~1k4GTcHC_sei7mh;g6|5 zx&2?e3}Ar$_H5YY0^f~Sgn`!=JP(jL*|LEo4Exf}?GHOA=;QK)?GwCt5#2;Dq#Y>0 z3^YHLbpHB}0%2w~+_M&TAI)8_ffuR<*m`_$CN$Kc;~=i;JBMCOv;W(79kdk21x4Wf zrIm<5!&|%9-Sm~v>rY`=@RLxv_{Ht{%QfVsZTOc$&dh7|7`$$#|De#$TQlp!v^Aqd z&g~VZ9V^vuGO{-EtKpp2KvyJoO;_qh;MJ!8d9{jdvyg8n%;i_ER=}KqQ}v}S2I2Yr z--PGZi11cnA6N&+lc{>NFOB5Se^n7yaRLotjlLJ)6{RvnwFs)xe!em6VfT3@Xv*BAS=Z^>a5Apx+bw{63*ymyTur9GZUjiR1FA}?k(6g?` zMATV%7A;jK#@uU`ndF&=J16xVwfa~tPAV~4IkKEABNZ$sZ)?=br6FrMV~slqj+WP# zM81?gBt)CqOX@>hXJ^LolE!NjQD^c|TH&xNS;~@vQWx_C=ohks0#Cvb%LEz}6oKo9 zh|}w!>86bk<-&IC*45mz_Av4>o5|fNW@BUXM#~u?oQNm9m;cbJJt-FjNB;m~+3@MT z^N-Uvn{-%E*odn-U&QIBZdNT$cYw;` z3y!m$wr9smFkN)XbLf+%*lUuZ1o{=ISDnA^7;)Ap+F`*)Vz+t#i3+~9d@i|7bKg$l zWn$`0GVU1D->!5`*2dlVmKbbaWBgU?V<_L4s|eE{ z0pC$V!|&mZMBV-zb}_5vwClovn><^=BohGpGKwLFPeOW!LyF$#eh#I3kvY6p`8HA5 zoBelop*#44RJ`~a83I2wJH?67B5EFy`vhlS#|TBXl(6J{)%OnvROG|u%QYNlhz$)J z=v{*q*4}8BhjJfK95Uf0(5aKrN*F=KmSI14s3VqQR=Es)+=}er1UVDqd6F&AJnZy9UwBq|hU(=Vy|>;Kczlj8|ARnSb{B1Lb!*ucHtLMIC8UZW`D0I4d38muT&$FNxsa`g z0>L^~aE_rgG{hH;ygOsunS;@)?mxw+p(E-WeCFe#OMSl*-RWWFwk7BSb=)Po^hTSVH2upx;A4BLa9s zWr)gtP1VmIF3tsWA;*Gb9AuQNq{a|%xaP&}%hBH%M@_@E%V0#%UCp}VzD#{Z#`00F zUC#Q-1y~E3jt-hs3z(jKr;AiXn}~T4ksV>E&KC8$EQW#Pr17`k3QloEIQp~XT}6gC z7nqISF4lca-dy+e&##j6hzz_hFcXYSeh$`?NfVPOury0aYh1Q4qUilf$Yca2)W+3RXr&g-Nb^_;TBvlr|K4PQls?4DlmcF! zFXTf5N%l=Zh=iV<-cE_kH$t;Bf>{xyT0x&bB z^yj8g6pvee38+m9|F>z0yc=%`T)+-AaZzIU-2@8n6HJ~~uib*v?4JVZq6fZ|zG z7ow}p623nGZ})poG@`GuB}jHkWkkV&!%IRtQR6L*ST;`*Z`yuU#L#C>IfrRSwPO#q zADcFi&cayKe*H<|S)o`(U*M2(nO{P0cYb-}NaMp>ma#UHHs!9GvsPb`Ug7*y*p@xA z^5lYgA;*ziH485phLyJX^NOpFeE%;SB_}iUKYqdX)x`oSC%G%M&EB!Ds zdQlw8-*nMo6NPK2^~k1^+>d8?$rhPW-G#> zTW%EP1)*vBFE#XI$8w0@0*4AW6V}uDNz!>@*}tN`_pO#~Jj;!L&o0lDdtnK;3GcNX z^Fp$p^0^V0VFwH#AZsf5g#_hpS6z6Yy1GM{iFtTnS{?|t=oUHd$b^EedE6XU1Pv+oTHknrHcWpM2{Ww8MjuiFb(RfsfuhkWz}a#<9!lZ?QNvs&sBY~_ zQ?iI>)}=|99>FYtUXAq2UulF6$z>-DF=6-;z;a_0aKwe-3K)#R;viDe)f8d(T!$^* zptwwEHf{)LtFUm-k*+yi`uPJngrV&v*WNQ zrF*K~&$&vNPeYdMh*_z!@ZX{dmVU4p%W4=heS;=_|5c`;Z=#PMPubPDS%Fj@Jdwj8 zPN+{$P!gu{)odK6dvmF47EQYfScEPSSJ|RK9$+UldSAn;^Rnh`+k;c=)fUxN=x_uF zr{9-b`z|VtcT~5uZ`qiq~dH)O0z7$T46BE<~NOdg&m_vgP{^mVK5zMeTAo-~cIL!Cczo;Rj@+}f=fLnpFXc`BqYE9VIWClvi!*ewtrCGVNO zB&32X*ENq@c*Yt_8m-5x8ch-=SYCZb3OSBcd9fnb@$tu&lNsUdBCx5cK|22Hx>!;k zkSf)Ln%(5*&Qg!Zb2rfQ+!W2q6l)vAn<~Ua!2Ym0hhOQ#i#vA%dkne~>)2O|P<3^m zJMC}WgDjnG4EpbjW>elflVq48HdMyYd^sSf5 zxQ>z%OcF`=zbM?BOg40U5p9T!hG|}?H`lWXA_!XV8rS$@$U9c{RMwR0YnzC_bZ~xJ zhPRveqce^eBZTEk?K?E;;`Wza^B%;j)(hM;6b0}!N~{`6pXlhbO+3|?rGF3ITC7ce z!d;cp-$Ms?JrnWlAMi|q@fd%Gm03KY(;PhEqNQ;S#2Ze2T7xQkbHbpX0<*mtHgOe^ zcFANsTx?ktF`3gCU%%Gk=?;g24`~Iq_t5%x?5*FcCfT%WFt5Upja|G2ZbO28BZu=9 zMzwVkJx}Lb)|zUX9u*j|4Dg#iH-r~r-^rAcI2<1~NwA~RHhIOs1`BPma)r+DXiKN9 z+1e@f@zD?0l5*lu8xhqSH-Uohx;a9L=`Fu@qUuttMN}|o75GEbvjQIR%W=>*e&}d= z;i?BMxk&!8f*n(kpQd_5HNk{pTLLY0hRITGAz!+g*mGU)%p(_M3`=m_7&;w*xL5P{ zvmfZjjhk6i@uQ#Hc)>N=F-p1yQ^~jw7;*?7ew-P6Ge8hWKc{@&sY8o>wOaNW>E-!) zLPguEaG0Z}gqDzDXO~cUeIj91Bw&&D#o~M+R;;SQD9ruS`lXF$4;dKTHT0>MM4m2n z=aKO*(X3!deb)Bpw3i4E{gO4q)Tm_0(;b%XFM$C#7h=!1Ts9j%ykvhMU8h`>1BQ7( zr4y5vi*c`;Vx)}3w2;ho1HU}|^nWnlu9NR0+0Iu2KlB0|(|(#=En||EPDI%^k6<(H zeBE`=TjE~pw0*-uy4LB6`kxL_xNyKv%T*smXwhW1sIroMI6rQjp_)0&(bD`fKmBc^ zY$eX{4!eOG>F4p2$f(mI&Nc75&u?4IUkP%AKgVDGlJ-mfQ1r0i=7ZdmY#_qut+RA| zboCOo@$Zoz@2+>+D2e9N@PdQ(t9JBnT|W;PcpisY>#^UJE?I$Ip9M5pB5|h_4XCr_ zdB%+ek;DpVScrL>X_D@4kA1@H#aK(9kiFzcf!yR@Y0moR;vZ=_mnj({CE^R@O6bUM&vSBojlCvjYuHOomn{(f8p(n~LerHJA0@C~2 z3^kCLrmS4fK;0BqNg+~fTZIGAMm^30R8i|a80{%8A7xf@Cs8;~qaV|nyD95| z#s0X?Bc(Y%T=iH^{~o?#e0t4IC|>}@D{CFBEA5_f!lX?C5nFSC%MC6?7tgGuZYWxh zyk%#Yq9fW3v4wO(e-n0V#KgS4?YPthd&@tnPte~lvCTlF=C*g=-&GbjjU_afv6IE6 zBaRouKQAB+?iG?nG7{@)v&jmvhHJpjN{bb@lQ>E1D#|>losEJ-cFvmjsQa}rW~xRLU;6k;z3$BY1jIk{F#LPl0wH=ueB^ z(y*?Z#tYx~n_w5yt&z1oqi`sI2tvpQS|(^xit!Dbo~F6bJ6Cgrf3&QGRbEi)&DR8bf3G&ncP&hjJRbIbf6@}3WCn9H8q7N-o0m3KoY91= ztKl^8rVeT-OAs!R7C#Vn9t{JD#2FTViRw(|wbpRITHB5iDxJ z;cu6lqQ4gzW|lNegYS#VvJx4B?O-bl5%&pu7P+ZznwJkcw{XR>3hJeC5MoAof_v`{ zaB}7OSG?C+q+^gE8-$xix5pjzTKjRRtUhZYUi*XOFbflp%mBv^dj>T;AS(%d) z0lB`>b-dj|St{JMjm>Fm1aFLEbio6+< zJsAH6&H;Zhvc%INQ(+=K#;q|9AqcP=8Fz2`+|>!cX?j1uAUGxKxZ<5dvmj@9o3yN> zB^E&~FNw(@On6@|Hu33!6yzwnn&Fk(Y!FrUSr-VTg3B9}EKJ4B z?d8fP{;=L6PFXW~4asoSgd3+qFRK88)5Q21t>Z_=!0prse6n%tSPv9(-E(OncuqdF zr63_vQpQNlAdz1h0;HP>qz=F%g*nY!1vS;;dmw6t0;EV>C<%xQTKGIfG4&lhMDIK| zl0Pnli9SZ0wRo(0#p>xMsDD8`&C(^;y;X3aIl6RbI*b zAh?;G4gtcfZ)%!($$=>SaVmXUCMPkGG-F6mU+-6lAD>=#T%dv%?W^fF$Q2{3o1K&t zN1GZ1(T15mO!GU&9n?R8E+Dqj%-p{7MeK=Eepd^y67M)HzaN`^DChw`r7C#pC!ZtG zQD|b{?m@xqaDc2!QfRCI#m!Bfl@u1YU$y?6tm|%hwoac}>}MUFJjE?j-f>SvnvEPe zQN{JKQdPr;59lA#VaS*TDl{{3{>2p@AN@1;p(us#$>*N(N8^!;Ax!-zq>S4}p7EB? zBy`JFgmj&sz7~gf3AA&BDYVF*zbB`mrjqL^eIZWy{`i}ab?LI-csHl``h=_Ox0V*w zO)GWl`ZdsqqfZ-z+P5;{dGCROekCDE1MPIcV)+R-h66FeDev+7WzHdgmR_inug2SK z8!WVJRgBqHm+2-=`~p2T3AP`K(DEJPb&WfBt(@j$x-9LBLb_@h*Yw;22L8pXoiW0y z4i7r@KOndvX3=LMpE}|vRj=qWH%my@y!t2$`=dgNxRhD#!r+rB#M_gLTF-c-h#Yoh zX{?K*5G$E(yJj`!n*%L##0AAra<~8UFn_jaYCU@o$X> zmGXdoLW?@QSb$Y}I%c=P1ui#Pgwf5T`Ji23`wYq6l(d;b=Lg;c+>~7UUp{JkF}Nwb ziGbZs56bCr^&l0pJ-S5Y&Y#s4-gHS&)*B_^&K3`lSPK`eWhsn!Pc*a@SjM<3iTJAb zQMKUZvO6pZn9ih5xobbPF_KwG#sfNv&RZtBa<;L);}XsL~l-!hp|2`BR(W?g4D6^3bb~v48Px%;m&q=(ekWcLR+$8FZH?TdX_?A$5 z%tOM@>8m7m+uJs;i{fXs@Fhb)6zY!nmwk9uvn?f+aD?XN6g+>CeXl-_P=wT%yoxxg zxjJof-myJ{57B{2Fcj zZrvTar(-=nD|~ag#mI*@cbSTZ&P*SPHJYeIk-XL|6uGiM>;7m9u>BO`yF4Yzjznyg zm$7s{V?(^+!bNflHo+oe#Y*iZJlkA4snzwKhA}D+Tm-FKm&t7S!==cD9*K1(7$oY$ z*`yE_amL-Lg|NnVLh)8~XCLcdH2csEztuW2k;e}z2EXa0K`neu)T$Ms?lhpRIjatt zXX!=9^=Pnmdytwe+I&P67q;WHU@moCD6y|)!H778uAZ>uN4tN@XD&7%@n)dr@5sns zOu7my{jyP2Hr^ymZII6(+;*Ra>K@EEKlbNO?#!gjpOs>LbJ<07c8GKf7qG1y2JZ8U zdG~@9jidD~%G>QRGnt&Y=pd@Z+_K1b^Tq>*N)Y$H)57e8-gJRw_a3CBPo~M(gI-~a z7JJ%~(Ga;uOKBUxi4Lt^QpC!=x7sc&ktU9e5a9dd@I>j;x;0j-T`Mg2^EOz!DznCO zXL0N&d$ns}&tl(!u8MGDT|@E<_1_w(fk-hnjF|4+Ayx_V8ZEL^FRCm)wN%Ll(7LW< zydRZ&_F4l4B-56WM#CZ!mmw8v#PYOwa^#qRMaWyxyjoq7gQfQA+Ej3)r=9TFW^50! z9BF8K7k?xugM-c_+Rg(-uMKT4f+7boIi$*1MZ1kSiwgsZJ$lPbu3qF1#n4>j8!U2S zG14yPo%4tB@s#SXIz=;IxBrqTVak`s71jyJGlmkuaa^%tiB~W4J}2gByEIt z`8EOxJn-M80^S|E)W;Kq6SkZFVOH~Jr)nmq6CKhRn=!LJVDrPY)6 zm2C{{Xa1fxRcCu9ATjUbS5=AZNTVgc`FM;@Z5xw_v{ydz<75*M{1EDJ#mVJO+-;QF_>~;+#fRP+mf;bpqO=X7H$V_hQ#&zTAdRZ2(tx{ zg6_G0K*dghGkm}JlV?xYpS9FW96T=_Fy`J9=Uy@v3Y?OPe5qUc7fyVy&@0dth|c!Y zj+R;b7vdvSzospXHj@orqwVn5P#yrtD^q{Z-X zFgA%E7)K2~tB_;LPrM|wvYB-goC zYsVGu!y6%DtGz`>EKWEC<@Mj(j&xFib%lXgxv(CNr9C_0UFk(D^MaPsA(?)7M)$}D zc`Z-vB%9&D<+4~Y25Ma6NSOxhSyhrR5m+@Kh5K8P($HQAxvg2w!y#A}zgu*MEv8xr zE^m555G*@=3?u8V1|mGWyyGP)xv$O!^Z{3bZ2JBZ{2HCBk>0_FV~+v$=wLZ3&MRlD1=eJby$E(Kbg!GP`eM!#yJ&6MWtA2Q+uyrwQzC{amCvs zN8N|%*av^a@ch;~FDcSe(={^~b5E*Lq#(X?;s!R`7@AbW&2*w{y5}tI=XOFczjZ5Y;u?-r=34#v7>C&d@oQf1J<5#?I>_4J} zMd(kQAk`8}BX=SRKH zfOxu9;16mJIYQ?cQ<1>#SZ_&7;Q};faK|T3>%T+JO@}*G^Y8Vt|69my3X@Q1#~)B&%8l*Q zCn2sQS=UajYuesUJYxw1Mxmjy|Ak36a1`8v>W1RpeFiWK9I5bFayc&a*2~{03CS{M zB>cDf{{Zfxh5tz!cqUe5r91Q+U>N{F^dAZHRR%6rhHpJhkBZ(cA47S$cB@@ccUBjH z?F4qF{da#rzp>Ypvv3IsZ|_WxkjA3R&ws|+RGg&5Oco^B2ve7GYjb_feM0E_Ul{lu z*ae;_%yIa(*7PW!YWXZTF^kWfF+;O0{!1@QS|sKocn}bzsVXvppyS= zJnTsM@mc$f+E(J$Ztmu{4i;KX5xc~tfZ{esmfiGkngP-Oq-HP^J~U#*90o*ozH8pt zJFAXl4sU)e?eM+q1Ee}lD|5o|o8-`uTA}c9^AQSo+9`#0DB`+*_1) z%fLOXqbVpIUT>~tyo?9Er(kQF+zwu^ShfmCFSrDPUQo4I8-@m1Y0eK>Rmiwob@s30dEU-f2uotiog(zNxZt& zeJDusT`LxBrGrh?^P;l2@_&!2?VbaBLzUtRIaK)$8!nuv=5k#)2?1j(y(Lwv0E_=U2%eA+HH@?|(eKo~~tA$2Vr^ zq(my0Gc}gJ=!58_gOhDp??19>zB7E=vB5}I9Jdf()NJN;pvknPWyFxu#B04Y!zGop z+E7U2=Ob|kxl5WCL5bQ75zM>krSv(|a(z_Y=#nh7u{JuK??2=jw|H};Rra244;KqH zk*`yScsGDC?Fmk06?!$8dFxZ!m|k1Enhd3R?1sMcFWQJr_Q8~G+g}J%$NDLJyB4|g z<=Ztud~VW9fnnTO<{87(ch=+8uRrSux{FGGSm59sj@-(GTF3U$WeIuop>;X76yeqW z$E^Ik$vzUebf_-ldDnzmWSpGAVi=e(TKex^e z!-Ca(#gIqR(bFgmT^n`q$cvJwusb$g9?ChUyur8EzIR~u^H=Z8&zz+Sp7GDn^fr5t zOtk557)fEY(@;U+@H$$!-_@H+DqOIGeOuvX+ z+3rqXy70Y#bS(`#of4O$4b_62R8Q!J1bc4k4|QXaHQ3mGCoJnts6HW#$f7QIHiesU z=eTAxOIkm9q@X|Ezo-ElLRBN95f#0vE=}@;L|qyLE?jB7B&%M!x>ViL_xQg*CjS@D zK~6MxV9Kq8B@xJcUNGDuNV?%B<(aLT*VRkiUaTVp{2bAEmwEH5oAc5&>jhdWYI@X57_VghRBXJP8E zLD7$M>cGWMGqaso#UWw&?@B96nK=B>zH@TXY;5o#-0af&Qe9dsaK3%6@d7{lUTVa} z`?jykWVci!_hMt0P8Sm@fk8D{F+zsN7=qPXQL4lTNRT9J@F?-U~NN3Z0c;1 z@jWGr&=8+x%|^sJQyxpCZ*V3c2=}%bPn;BgWJWVOakZ1l6!2E6x(y>=YUjDC_#o-P zq}f<>Yw4PyZac7G8E!(}e5_(OalG_Q*maMDdQ9^@IW^`TCJf95VLWZz`odR`Yfazv zV8FM@V*?yPAA1hcn5$s4<)r)1t6`lZJgCEPaYvzj; zXzUuDW#drYZnt~)ZN_?0a;cI{OW1)B$DGjoAl)$P43Oh$M&EkuJrFJy;w*bD6LxR5d7yqPlhs*nbk?!%*~9CK{=$O;{h_ZRO`tK}Z&rpM zVy_Csh8n5)Mc3hSKMS~Gkd}67AqM3seCq3TQ&9Ki=FTJ@bzOUd# zq#ea${FG+31m97h%a>%kfc1rwKpe{BEH4Bkn)kW>c3jrvo-J1FmPpX8-786XhD0uG zpi}k+2SJ?CJ~ulIF`n{UUe*+))wo9CvVGfKOafxfI(-mJ z_i}khu7~^60_S=1$k%;YbksjSVrdSmyH4NlIV?<`l$<*Z=l*si?;}-FirfwLRu)tCL(@02 zf=9*x6^MezG>%AtpaIAw6t|XXgirXEmaS)lww`y!e89Ct{1p7lbjFtYR;`UHv3vZn zS+0ec0`MR)+dFM~6~Y>Uwzfw_t|G-FD)Hewja)q{%n?c&IU8g^!|Yt%BUFFp679(m zUG}Hzdhk{SUBYg?|-Wtin} zRep&%+OneVy99~Y)iJk zZ6={k65&0ne;btU3zXsWbxvsgy(#T1($FxK_(Dy-X&k(*Xoj_Ac2neBQ9!0mVoRP* z9}(f?gxTkI{bk;(EOT5rdXftw6}&fDGdb-D(TaME4S`GfW4tJmLSSg-T9(sjhdxsx zN=tm5Z6S<81ihAB(dZdo+?LG2+SB-23?V>)P#O{}gy7a}Gy~bwNw@3T6}@x5_npON zE{|xi1bWevAKOlY+?M!$qObIuCzg*%9w-s?+?D`QI`W!qJNp+8<>xMP_K9z##?iWf z#BW^m@LkKsoxR?~U&VmQn7_g8A)IYeLbebx6#_r)2eGjP^Hct-lq5!ljdex}qE|7i zRILVUR4sp)l%W=b{8p-o}t3gm>Q~7H%n-8`9P;9R< z1@GJs{k;l;=jHO=5x*xz3-cu0BbaL?MgeOyUIV9ipN}sqKD}*-CKq_Z+`ID#exh$Q zH_w?!(!PBDqMCP4!(QfiQ)tC`?9<2Mru$AZlrn_ddb*7s-B~Byik*HjXk(gGIs~r+ z-nB+`CYu62%#ao-R5;)26qlxL;=%;R8s&MSq z<`^fztuNWqlslM3SOhhr{e?6vEBbz++Apd?7N&C?aPxe%>EehJ5}H`2fAJ^?pMA&_ zxHQMbEH&n*rO70Lo8&Khm(Y*oRa?pW@YF}wY?<(l<&KomOJ%Xg^!iJK(^Lk`VR>gZ z;BO1YP>ZF>JlIqE2LvGDr)LG`m$Zxm3*(VvmE-v6&EYVFhd{TjqM|$atU+oxkt)Bu zRGxC2C>d&MH2H8&h5vk&s5#l=quFFSp%`DoCivB2_DaVtzkTJ4_;|R z6jaIB))Pk*f_L(K@^N1TvG3>b=?BdsK?Mn{3sc&P5KbwI%=XxI|jHl(wO6 z*WED1yit={g9YV=Zvh{)YG;!Jd6>Z`OQYWF?#qdv(juS4sv*xCQWlMgw`g6n#zI8} z4tDKDGK`L1sGs|gzR`C(E7_0!u26anI8{w~(}#=a*1$@AT<-ey}ib@;imPCj2@rH^WA zdLh;{>ba$g`g^MI;1_2zm*ixqbLXLV*B^cebw#E)$5N+z@XpN88C{%#i6L%NXl2~U z9A^0zI^GaM-o#w<_=5H@5_R!=cHYi+GLEl+*SpI}0! zr7tRVjTe*y(h4e;kuL}(o=u88g^XZHVacc0;iQAQL7Qo~B3$B6h>mZ14)YGyW)nl^ zHCR4QXM-?()m(BGGbPj;KeP!=K#g+-wCO`rT?p@Xt-(t+N z(-y~gGsH|NA_oMvr!{MQcoA)DV!mlruNJV)v+$VdV;E6mjg+6-2o6;l@`w=onsaH0 zxcW@4U074Y^}MgT`%}vn3{eW=ihL^R zD!x1d;z4*KjY7vU({e4>PYlUL6K8`@Ec<`t-(B$$r$shlTycEj$UDiUZZL5PjBFeM zkz!$u756yRqTfN>F{7Fit7?359Y6vXd|Umw`RtLbJ9Tk-bNd3^ukdPmjEz#PlNv10 zDosuC`_^eTL%vwk+AsEmKsg(f=*o}u_cj^W{63`wJlNAHrfge_RN4^KoO!PXAMq^h zd`^>apk&rBa!=S51cb5fFT@%mL9!tM4!6wx5zm8$Y?p$^kpjJ1%qG>KfpE^(ieA51 zDC8oGg)FPw)cXhFzC}G7Cdx)+h--3?d8}IkLVXE05`N#vJaLaT^Az-%zs{UX4!86{ zgK6gJUehN+l~WM-$DT<<3l1+0d<=0??WV#$oSl6?jV1>;gAxU|32Qa1#igm`kkO`r z!Ud%GRhY>iQ^#FuT~cy|%01W<2d9DCh85sJ5DX2{W4EjyS-tCcprF^>ZexkvuO8KR zDPM#?OHiKHN@9!?C%W{P5y)q61TzX>sd0;u2aM#<*7<@yoCaH7=nn_@VzV^ z$_4w9yGU*9-;paf&}1fpJ_b#jU~J29wus?r&P^s}wjJAIV1`3+No=sl2JhptxW&mw zyQnZ>iZ6HjMcTFrRml-dV&(abTS*2aVlcz&VS>uYRr~K&4_Mv-avZ{Pn6p^vlVeZJ=*t*iO z+DlI+PV~6s>A0FutxRt>Wl5b-b{VV_Y!xIoXP98uooD9FTYa^pOlUzEu--Q&q zABl}p6k9aj#pm)VM8U?KM=0bA%OYMi@L{_XGS1k)&Qd`Ovzs2rmjsx!D&#nGoI)U1&i3j-4 zrudZP#{4ztaW@N8N?Pn`W)*NG_o=>qWobKQ@!xR}`aDqdynQPz$%BM%2vZzAM{>Xw zp%Ey^#+t#s_+_)$c*mUU9W7rZ2ZSI$YwW8HJ8CmQIePnPF3Q?-Xq82*b~ycj&j?cm zG$<@1w|6!NRZVbOt{;(IWuf>rRcgi_#^p8#4k*mwirG1AQQ$?zT6-S&cKi16~Yn zr6n8h@(2vJmu~L>a-rmt+&)P0FKJ0c{*(_MAD|B|MD-N!`7aA+*Q6N7K95Fvv|&-vJX4+xdK)%YQ;pA-19EUt~7@ z1U?7ZOn;dV3OIB>ke)Jk(6U_!IOe=zRqZf~A%+3u;aQ1y9$HKNzIEFMR8$QhaEY74Oj9%xVpf5JmZ8{n?OjcSpC+vTuOA>!W)ceXJBd_IHC8Rga;(BbU4w z!trujZ=;9&^)?e_y1e4LUUyQ-3FI(>k_CXB{psA?aUMv~qo+n55gCK!WrPRv+$#+o zWFiw`#@ix=Xgt$~q^n^E>*6w|+2YSz9Ode3sMkP6zvi|}AVxqSTuPXnQ%KsS+f`YHA}&rU#p2!GVi1)}q|7eCvZk4K{PmlvXHU3;B6lU3_6K7ml<_nZ z;#EsUDdviOkb2~tbm9=ceZ2U1u3L+Id1}=k#oy zW}Rk$sEsW!>Ztsw0QutCN^5>r>cKE)_N9-VBYI<_+&R@*b$r)qoR;{7f1Z_V!Oyon z-JXeCAoyZ-L*2K}$}{GL=kLw+8Rp9bPHr7wo_Q0#tiXNUP z!kycwazIQqt2(g%4~X!D(6TinKx|#E$9qi_wIRj{atA_vSQI%|Nn&eq!bjbwTen$v zEmWfb|JjY$Pm%aLkKcf6!7RwtZ88lRdxiHtHRa(ZIa_{W_1i zG+nuSvzu~K-g6Vd6YelpYj^-Z>_P^y&dF`2#xJ<`TWr=eauoDidQ1D7M{EZ&LM( z4Yg7qGf1`d_HN5{R-oGojs$D50Y-$sH~ix2&tcFzxdWhH*7Aqyhjlr#^m}qGtiKa=;ko>$RIrSo|qZ_d0*W6s>0GTXQyWDF*wn zhWneAhI+E9XI3G8DE)j6=&Q0wBKSo*&_(9%Yd7d4K-x}|*a&QXAFHCU5=Y&8*ht&8 z&M@diGyeh@w~-V)`4eKszXRdnCwo&4w1De>TAt*)>^^Le5GyCb^6eQO*Z&N~8y8b5 zJHMOOTi^fcsj76M-~{;>dm0_3x?MobHTk{RGVTp*jzjzpNH6PR`2Rl|)FGN#{VDqd zvQ8{CDY#-SG1New`q_5GFjnec`AwjH|JI4~T>YQf5o`EEdtshH)d*Fjceb5Yh?}N= zhz{}lJL~dsfPpMgy= zU-94v)(3XS*!??4`U3xscw?)mpP7bOwpfx?Ssr&k9oZj{3lQQKrI^X{)NZ=~AWT!p zy{zNbj+^cR#_E){JDIPs&uBDN0K}_EpJP)Z#*#BopSZG(2;XA-t;Si*K2VMJH|6Jls}U;(rL0gs;V-rTC!Bww zLtt--_QTNeL6;q*r@XgK|4eItlO-6iC}G8qQrDnJwrp2;TA#kf3Fu_X)7R|mW=HmI ze{O$?tVH$N<=FYbKP&Cb`QT;G%}07GD*>8FdD44plU1vl6ctZc;xT9ndrtCs_$S?1 z%rXNs?|5&E|0$#;c2VoAg*N#(;7I_F4Pbu&Vh|sottvl%W+x1a$eH-XX|2JA zwB)J8_Y_Rl6&^d9`K=b}+@XOgWWBlF_-lO}b@$WHgvY1z#ND*_DRL` zJ{Ft#1457Pnf{$J9n}O}v55#fZKf0H&>~CbN-G+}iEZT?^j7 z9T|UT^|x9UZ1;Int@j3{J^+@r#3<$*SQ>>}TQ9Vz52^23#Qw*|{b&AWbgz?&FtuB; zMn95VvV|N-`~d-z1wBTqB;Wbr_usYhzee#tH^jyUVI-*1rN41o{KBQwA!=?JSOv_k zY@bW&W{J7KOY;9Ux=}c|@FJ4Ib)8$LMLNyeD~qI0f7}~#WsM=ENVvfua%a)-|iwl zWLFZmzXRyBIqY1CYy_W>%VqKlgC#lr1t-S1y}s$e{_owRqqQ=6b0IrbLPJ0_snc}258108Y&$Gdt`N`J z5vve6-2AP!5s^FkRO(>te@Ep%Ta|DhgS`*_x40&;445>Wa$ULJF`*Fbr#^l<_kfE& zqa8Pgt%LgNk+txwIV6g;+4IFp;P15mGRgLa+#4wPw*Gjhm2o7g=i1*({`qBThY0##;FqEBdV4hc}Q(O9Yl#$>Im_Wxqcuv8r zgVV4RBlV547Cfier($|>-Pfo95I~3d$=v<3nt8v^0;{<{^4wlt_;YM$pl?7tl+NTBSR;?OW2=*& zIAB*STeL{IeOa9A+5*V4^3&st2@>GQ9!sm*swU$I0iKY+Q}Tt{qe+0pc82ev%l2XOjJ}9@>qx>9tti*Z-uhD| zUR573j33BorK=Cu?7cn!nsH3*YMvFuG+O zx;GT^ogu-$wEsJ>uEOEfS$VTz8fO8|iU6!B_ien^9bbO=B_u68+%@8C(2z!vOmj%u z*?#+rlsBC{MgGf0p)mD7plsArb=%nw@uci!t8n~yTHc)wmfX`>5oSMU&wq{~T-Oi# z`xOAXr(-Bues7oioQ>2Z=uvo z4-&Z939tQBkB`HnNe^StGF}}`ktWfkGvOLuk%5m~uf|7$)O>J7m}fL_e8(kdV{I7) zR)e02=0YNkd+3-&n8PDMMhL&j{D}La4C5|bcd;3_Xr}bZ^6=psty$;WxA`X}=s*G! z#AL*g#ZJr@@aJ!7t^3@1u3}WgVx)0zkfnYaU zX-jx4L~k>~re3o22Bs8{pW5d>A}}p(0fm?_vv>YnDTtSs8SixHsJ~thoyCC?5-rF%Q7UVmVY9 zAI^`CWTXQLeV{-*6QP))Ftca-C(6!QX&`O&Ol2XjH*I-AL_pTqa~iL{?0ap1yWI61 zBP|2qUKB=!1*v?>en4PkhEHf9`Pm1Tk9_?olli*hI5-$B{$SH4Ve)hHYGzRo6}LYO z?79AJHHet3o5k!_)FkP#gS!Y!m(HRTB)1PSJ7f_K;fiKr!rbB=r_s)S@L@=Z3H;#A zh(?(qp5J-)iXmzCJvGvhp5VoF6&zh8#Da7XuU&;y4I|vi4m@9n@3#jwlX+-a2PU@I zBV5{`o~$fv_79YCR9wl*--%$tpRw*k#vL{j*zp=cqO0pE8v06=WHGS=xi;T1=whX- zXVB?A%#}-FuZa$@}635w|(p z##YEk3G(h7tV`6S!CU@VZ1s2_iygbZOKUR#_{<0|M(Y;~)xZd3xmySi2`tV|dAn)HL) z@l~45`RS6)N19N2!7NRgmdBLuc;tdp;W55GO^Gtz)X*-MG5e{L$3)4(9!2B!uZEhG zwn8(RroP#FJ&}9!RtV%jC@Wf4P(t^1*|Y44ANs=`jKPx;HDQ%31u!H~Yf68z^{n_E zK1O20M2b3JWC(XlsO2LYvJYhwv3(SBpEunZHAY;qT}ysj+%D7@+5kTZBy6!(Eyz&M zWU?gcxxbV!QDNlTzv4m)xJ{`zeeb&VT6^tvUF+f6cr(9Rs@oZN zf20^8K~eiZAUW=?2|vE#*7=2(#(prqo_;nNf;fWqZ(NyyxY#_lkiLF*-YH zHx2AuUod2gDc~zDSFN5DrlbTWeVj0fXR!S2)_kvLuflUdE^#NhuTUiRQ`@XnvG4+I zlUO$}gEds)H%Pc^DW4g6L?fBJz*t=-(sIPpXqU_dof6r}Ar%(p?|a%qW<4L5>a}P0 zJ%Yt65H@!~^}1uq?8((Mb>s9Es$#ndl5mQ@`yyVtyL`Y)BMPgFpEEOCsWW-eaK3-b z)E1Q?a@@&aw@k5z{VImwiHX*h|Gi8i>qiCDm7WhQAG=(xmriEN8P(!f?6~V~J^o?t zg|CFryBx7oD3>NfjR^kAB~kCo``(8BS5-oV$tW8XmLhM|MB@BloZ>rm(kHYxi54SA z1lgi-h4q#~dxg{r`#?6IU4&9~n-FPt)h{PLdSvTBsl8gNagJUs#z7u`_vA|EhM%O; zTYf5GYj?(_ykgo1CeB-0LUUaY@|#FoC=T^uPCvi4_RqEc)C;O@Jl*o&;hIRDtSg4` zp&`Lv#hpjB_JkHK8Q6R!(yhLl!Y56Ov>&l_p`8|M8dAS{{8@=Rkg1#>RIomVNqsWj z9q3${H^L?>uwX5|`D;8@)b^9@_!F&|d^IiJ{2ue2vpSqxU5R+v$J9~>O@lc1SNpD=3AmRqLG&qshK7NqQ7 z7A2u4#Naz8PW!a7+x}FM-)lauTarzq5tcaqwp-lN>|m=g2tXV#j|_{k+r3yz;*{}< zag5Sc?k2C52qL7UirrWbM=kmeYjoyc;7(B3QmMOxn1pEnp>8eNbU(sp*)9pmIrTPfzjBFr z7RzbN9kHb?{Q;sblTg+82LOU*{KXd&rAdaGxP>KszU9?ZSI;ERai!B(g!o$lky>Zp z;SzgSBe7vgRC9yTbtCh38_IaS&;9@$!EMo%@CV>>j2B?5O?$M#fc?2c;H$u)^m^I4 zmdFfW%KMy5$e!n!1k2RE3ppuOafZM`?2UMzCwW}pWw8p0)lgJeQ*G$-NC&I6rzdI3 zyg&Pk!pbIN2eUc!26MiECI3-u0mr>zw=+{*=lP2D_lE@R#kB?p4III|`9*W#HxH+? zJj~_|UqBjd6;`T^dGwjp zz}5KQnBpqAS(l=}PRztGM#bY2Nv8AU7FbSJJx0U@3PV;!I?eDHVuWY&)kie=>?PIYDYUIN`O7 zn>#HS9QEnShTg+)Rp<9*?lZ86Q~KF1UrK7e%TqrbcFLAlv$ChHhs|7+6&1%^h;sL7 z5)=Flq8G>k!aP{6w>kgwtH@$cW-Bnt92-2S4T*nvDZ|Xv0Vj81xrTLwx=TnH>zEn+mXM$5*9y^P^~itogDRsK)USJRW2PW!mR5_ED9j2B*>NQ$D@4yl+MMjl<9JjalAguo9Xk`fR@r~xAK@bD>(-7op97Asi-6;3{2N)^AdS&z@B&bv@U8u?V ztPJu)sFC~HD1{!vfNfsW{u~3kgccsKmLL~!)uAdLX2CNA0ktU#kExf6rC>)Qd`n+B z4q3xgv?);l`hnzE7Awg@E^nA7)BQcFSSHcw^AVtwB$AJ!8mOc_){q&7iqld>K?T8h zm=cI&L#vlsMB}!H8gV-OF+6%gOX}@+)wRMQ>j>r`FgxL>=c7I%H)~V70^5fL&PRBY z1?{1#(yn-Q&uu0bM#!n__B>%uNZ;_6?+=E5IsUrX!ADB~T(u|bGgVt36`V}05yy^9 zahNKpy#1gdhOboB0duswco7Rdw?@sV2X#1_ztV4uDcGOCv_1yuiNO=PHzGXaXVMNj z?C?q(5DTW`5}RweF>d8QDzRo*a7O(o9G2`OO?>9k4&SkT_7DL%y&C=;=oL=B{f=Rq zi@$|}eT=g5LTcZTcU$`VyxmGrkRA&(yXp=3J7+#+O3!7P!m90xu@tsyi^{>Oz@kJQ z5)Kpd1(O!X$5!&v@DNN!+EIb&aqm%W)OfflVt1C)N8bo3aPYV;H%C(rC%?RFy7rpZSPBWm{JUkyzYz z+@o{7v8@D{@V@?F?1r60^|LmHaMDrxhqTi-hRr6AE;;OndaMs>7@7nUdzvY&#kAao z#iqRbpybJ^Pd}SSIVl=E?~?_KR({1xy2nkA8>AiMA;o_mx-)?mr(g-sR>R+_DM=ky zN;+rgIKpt{Oy_}g0IKS>Mlj(`kH4~wVk=m*(7Lh(#hZ9j#)O;YvF za_f(8R+(up(-#>GQS^F&CeIrLkf7PGP$;4s8vT&+-feeR2H}UT?^HoNo!ZvqgRhRc)W_)FBaC(UpUL7^lxd~;f`}qF- z%ntEVim>!WimdRBgBC*1Vadj{MN7DX%;3SDebC+npIa`>^B5VFXfn)wPFqJ{#rn)n z<$2FdrtdW}}b(WsSHOZ|2R zk`dSy11a2?;t3?EBNPEwgVNOL{E5X3+DrBhTLeK{CwT;3;@_(hdNN>$VEsoj@4ZTb zHsUON9NGOf_F`|T(+zh|KT36rdm3nNVW?&C=AwR`_$qH3?p{&8H%N45B;}oHS>rpn zPRZtJ>bmiYpMpZ@KJDRPSIV0ZWjoc1Z23{LQP-aj9amJ*l^N;Ba9RmkiZkJOe(1Xl zSJ|0ik6QB=y-m2?W-Fle_*<846hllYq|#%G$Qjs+5Q>nwettH;`~Bf40PF5OM38S% zbHu$>Qev-X%mdlgL%T?Mu`T5c&LOvPv9J4fF<*DgJUxUM&MG(>LzPwDy_+F!9}$b1 z-LRjj?S4H}CwBOdm87#ah$iNEnL5g6zLbC(bEBo`J~BG>ywOtFTT#}vihIu&M^z3@ zNJi-^*pg`eyl4+fN@HJudi$-(#hKg%PW^u76&-g0oL8MTNY4gaJ{B1k*jNDMXKeDE z@sAEu+3qQ+dc2u!bL`$-NzQ=U^XaY!>;#WSjPI4&h#8wiHQzv0~aYjsd(A#-5tF?xc^-my< z9ssQ;O}!1q?tFb7WWc|T6|zRhq(@H`ShFpE=5=h>NV5+(u#9rFD4uc07wl6<6=3%c z@Q$ntz82Fp;8@A<>#?7!A8;gZ#+GPu4<$p3awsNUD5iRj85}!x}G75 zN&h$ zvS_@;l-y;2UW~vt zsBU?on&XcYa=J00RSHd_9=&es=>t~FbRw(J3GYRe>QR3%?LG(&7kqgj7_aHW#&Z>I zDUXu>r9v}W0#eOSj{d zFtdOXb`aPBjOuSW?i3)rmUB>6%<0vWtZJnQ0Y8dTbkSD74&nI?vI#dzLeVH#u3CG? zM>sId#+ozm_1F&ak?b<8B55slRHeZp9;Es-q5-80t=NLPV_TcBQ()yD_sPa#CF*rA z>skWd^Zp(C2@N#)ddP`(@^!_a^%OC)#~y^BZ2$tA#%a%8g~VfRIc~+7#0WuB@oEI} znL#RC_dZ-|N4uHvdTQd8=a-cZWI*!yr0^^j`_3n;5_>w=o~AN5DbiDodW+P*T59}` zS9tXJgbG}=+AwMIeZZ|#802rqAISyVJub-*7g9qa_v`Cyo)(7#h=YWZ8=cuu8uw2eo})almrXvFKTF{ zns~O7GnaN;GESU*moP6Fnu$-Yofwt!kT&&6ukktrGhX{$pCB3~Io3*KO0OJ`8q%jC ziMok3cRhlh;bEzDWb!2Ze6f#C@-b@bqlRr&AX270KF*r53GBIa3gvl}tQG);4Ce!baR6u~g)UTXqNcmz<{mmfNfjj>*GW$eFUI-wHd4@mHm-9Kg4hlsa+Wf9W1+$temI%02T= zhYlak;N6cri^5znp&Ez;{Vl zc)e5G2CViJz^(@Do@wromVOm^U~0>){OC_-pp zWdDj|PpP!)u;gUNxhPSgEdDLG#gDW-HnOR{%;7r7w7@It=VH;9dNn%&F2piY(%%=f zTjI3ttzjblskU(pC#>6EmPBK5ir^=h@(rxxZ52y2-RqUL{=pMH2h$J>Tkl^dBclqW zye}&-jQnQCzE$cGNc{6dfA+)IZdBaw5?{=;sLJ&RhjvdnN2{HpmM`L$mh+vKbv3EETU(Pe(iZi%CM+brK87V~m>aQI-2mj!f^hU3m7(%dkdN{hiNjUUf&eni=Fil9@09b* z^0Aqj%i1^NDPbY_)7_gScH4&jV&SjH^TRiD^c(kLPG^i2yO_7+@B)q>0=W@&*P1Da zek`$^9?rE?8_H-Nx?hhClbj}>$aAzOj{_cJMRL4(z3kKW@D(8*VG7EULd|hQXeIYlGhAM*P@`}>fmQ>u|#Ubspv-K zr+sSddI8C*#4Jme!hKY;8GXx`(Rnf*o+qv6vv`4R1YCXV-unK7-f;1o5l6ek&3LT= zXm5~4S`p%QjStaEZu&J-NiVu3>Bx08aLuyU3PSCZ8lcQ?TvBGdCsC+CGIEi~^8Cw7 z2IQ1yKVPa+1v84lDyK(>xT?Zn@_qk3cO@(JMr)KL1#**gfQs4tv)>Sc?#YVAE*S!s zYA*BfzLwk)k<_JK(y%Ni*&BQazT*gGPx_AUhqryRz}lTPT8S2s4nAQrEJ*M;%1`;qkaV-b4g{puT4&N zSb1QLLV$wQiS1MKRDq$ajZlC3*Ts?}pdG_j@L6^?9OiP5U(ecmC97aVjJ2 zXQ$@VK`93Ls=V?GvrAxA$Bf4e1-%pZVsNm1$!coVO`4}(e-}*{C`v4Q<6HlbU9_n2 zV)1IDu#RndB%TLQLw2D?%h1f+vzQ9!`?INg|8R0CdAe6LRZSPG*ILKEB z_t3G>AG-5P3ZHW7uko(531ln4P%2W%&e%^voJKxpax~uXsgGcM7 z*EftfPL$8s@Jhx|)}HsPGsXT|o>KRVQl#tR1a9VT*id+lWHlFNCPOMPN*z_kUQ2Ar zOjB>EPFE%~Iu~RS@}U~%R1MXy{U5~`eN9Rb^&BHz+_8#r=auPOBoO~7kQev0WFZWAAhX}w_YE3E5|Du$hAg31B zQwqD4a>@j`{@h89@|P3=#-n5yBs#JWHvqs51H&CbB%do-IIj+%ggnhrc4-g}%+P%u=c zS?K8o0Yc8XE130X#wpI@Z`pR{Y55HtZf!t_M_u0w$9!<DYDSc^9S)XcyBw&wpN-AW>+%y_#**!U&JHRf~>3p8uW;S0{F)`_1lVhVQ4wVD~8w$6=Er)h-e#0H#?o| zIflHaj{=prpv@ICwHAT{eukCh$76{m%Iae@DMyeb!vLQ&EbwuV_G&C;d|ZUm$b_fz z`m#rR!4`6)U9 zSS$sk<*r=-YO8A2C`kbX5Xedq7F~a%kIV6QL(lz#T6H9?a?5`lpUAbE2Sp+bAqe=*m05`2Ih^3U@liKTFuGWYUV; zg8(u4d_mC#MO0f&GjiT23kGu*2x6U5Uu5u7-;^E#NNS%vTlJrbz$Xx1<;Q*ZOx&q< z^sp~EKlGl3`F16F(lfDw!a}@P-}P`5MuwNAeu~0Zo74%_gZk(hg+ej3PiorQD&5w( z*ixM80*ksm?Yu@)H6JK#aHx!Oa~W;em#UPY>MZ9t^eLD#MN2(opsm%hjtfU1c)2m+ z(0E|bwEW}quihFwR-v_e**(lB6}ZO2OvDrb4Do{0ufm^PP)h?Pb(E~65O)G)J$}+E z(-M#vIFAyj5Dh((VZw7Ri5!Gs#?lk1I>s_vcyB!;2_>LU)bh9xZIsi|?|~BiS>Y3h zQAr^A;!I@xC>LWsh^n%?OB|R!h_E=GC_WYyPoLrj)i>0Sjx}ppck2dZC3R9>+8U_q z9S^rtWwskfTaRFR`H)3T{kw}^5$PO>)e?9AJ*(&5yOH8~L~^zIX4vrk0eDssfB4C4Fc+QB&G^y!P@;U;f{$DwTtDB|+a zh(zw4<)9P~78J!!Qi=3OZS?3=(u3vfNQL@D=}}br4JsBK3!Ng%PCwE0V%HjVs-Gyh zN77=5e(oR*D~$zeX2SbILS^>wdo{m@NmmIyab@h1r!?JjdBoInkZ{;R^#g9g2t0je{oKhYV}RjpOHixP2HO@S>Pu0X z$6Sc9S31c5(9r=!rgc+=9z6o7FLHt(TX|-)?HGSFR zR|BpHxgOQHwBeUXT<%ajnO}0_E%?qviw4RqPrXA@>SaWyUzr;8-kQwX-kz0`AlS{b zQOe}Q*m&26YzBRC39OAiKW*4klQ(0XPZGL3cN}lmtjktxt36HEL5r7ioVpqpt-km+QXwVEN>CO?-uHGx%DW4@4om} z$?01u1yr_u4L+M&(t%RtxQ`W1sxCqeNm1%du>PhHLD;S$5Qbi$_#1Srt;b{KY~Evj z2+6$dVEPUE;%fL6AhN;Z2GWkeDq*q^y)rsk2p|jjjcF$`12lQ`ELzeSbFV;i%taBv z#o<3bg}BGS6=HaXBeq~ETl#SS7g@;Ae?9>`jW}4mj{iHj?8865{3Ft=P>OJsHdsT^ z`>+;8f_I=mT1^(ri|1tbh)1q#Tg~3&WW*oZounv6Fq2hr*f86UUowH#t?#y?SVmOZ zx+w=x4Tupa={{++uz`z31g0YAgtQeyt-`Da3QMg> z_XbeQJD@giR)K4_Qx|ZnTrjqr)^>8A(33F(E^p)KGJ7P|ryoQ?euDxg6TU4hoR$(|(z5s3oYlok*z8jz+$jI!8ABhs z7H^>2u1?7K_rq}P*KpH~naBsi>)GvK%?zdvM#qTjNo{XMDS}aEzg?A4VO5ag7_Sjr zVOIg*l40BesZ3?aluxG7mP61ynD5V|!R`3eY}{3}K(Zhf0O>_q>}ajLmOFuR-2zYx zzyn}&X|m@Us6mvI?i=W(gkUwy;wF%kR}gl<%eUyll>t=uM46yqj5JSWB))KE)Vup2 z26(b7(xR8;)5&SM1zT(yxoL!7wWLkzh`dlwE_OEi)aNA8CEDvz>O!s6H$}CCE*Y)% z=G^(h0FJtPo|cdh;Yx`(l5g3$BAi^Bwx6y^e?v;diWMU3LJ`@uk|{#N2K5sxWl4B$ zHM*ivdxkISsmt(-VgHEry0tiGP&i~P>ys?o)2gt8I_aj7P0}PxVpJ!RLj^VC&HP3) z)2NZwc||0fb-?P66z5mWvoM|@{F6_L{M((64}&Hf_1OjAh+V<`D!6=hV=67l1YzEloU{T0AF?_Tl%^mX@N_YdH zt+d)s+Wp{`I1?A&@|mck%8U@CIl3N|wC7wNr|#bh=x5M3XFhEA)V2BLY~i9-K2>Y~ zh=w+54`mdoC)c*8W|DxAph<~3E*<bKH3nwanz-gFyF@*zvbU(==N#xUHn?M6*L-B+rpP_ zCbh@hBz1;=-o;(+(c^QyiPs9E<_^-w=Qow&tvfoj0qb=(?<3@>6tE@xUyZ-nrQR?` zw(P3Te(Pt;16c9OLTCd9aq>fD4a^~I#Gmaa;KBtKYexbejs)V);vtGoebS`jcq;IY z9PWz&sCVI-ZIuuj(uSO4-xX&$*D{hO!H~u-WuA3=9d%s15?D_)SH#$KDuiPJuZ!Z} z=2|0kPv5Ew@GGK!r3&35X-Wx{w}`7TZ4rL z1ezK~n#{iu^;7}Xc?neq=g{Y;y}%Ggg@bB4bMaYkO2Qqc0Ix*6f{h$_fl~@^TX(op zbKnu&N=8knX6s3|A)k^rGJUS|n#g^pI`Z1@H|Xp}vOjH8A1(AM{OYz~RToYlAFaad z6bL|$c&|E_(*H%+*?f~OdA18+-At#h9p%!6CBqg0(#-Pn=|>5hN>w_@IN`rbyx`|r z3lG0WxrWF{(e8~pO2U509hOVix4yT|9bc}+~j{V zhjzYoll;524!1*qJ2^k&uYSDy$(U$V@E^_Yyh-&e`1@hUaG>BuY4Z(`1?N}IZ%_~) z{J-cz0rn`>aYqh-beT@FzYM0^XP-=>`=p0hujNYjkblNh zk>e3CJLecOr`Z4)&~&9RWlZgP@##gM(&49%i$*b043b>5ae5WElfWD&9{*JpE|qf+ z%%3J3GeSY+_Czk+Xszs^X$XVYFnaqG08sR|^}lfJp=Luhm>8WDdq4CNL*tJ8w*J3q zJ%wK!)NbW7z8&aT2wyc4!FW+mi?H#__#ExZo6xM8no0rg;*b5Mih=tqvKynKmIIx3 zEcz0T`hV3n7*^y;(@AzQf5;^(HQ`o0Rdno%+a&!vo`?#W)SFDmHD|W z@b`^c*eyDMckI(MX!ec*=+|P;a!E+fYX2Vf?0+$h@{@eZ>;;VrUI-8FHMp)v_zbItMah9uVUn_rusUHK2;JiwEIj0mx zZCmUo`~i0D6kYEUsU_D#Vf0Gp505O) zTB%cipFZ*ChBejj*^d>?b=;id;^=ZRhFFVhxB$vqn5Jvut zR)7j2a-ezSGxb9)5XxbB~I>~HZ=;xL)c#;IF?nVd@_K!o1Y9%@GeZAKveqj zTH^?{%-AnDYf}=2+16g4Ep}Au{4!@=+Sv;B>_zgk@pq(qgdVgkh^>^X$Yh4s^ z;Y2}jK~TWk1_nZA+N&v`czxR~Ca}Wf&w%M772^sEQnm`;J(RpMddQ{>82} zKpK!7{!7;@oZxA1)*5TLNU=b)M{fV{O6Ftrb$~_p{>I;nM)W@mgv(Csxiq!0RqnCt zk=p6|U76T}sDo#4;h_lgpoiDO6}WDlfd-+nDwVn^jvd#)4v*bf{P;0RdBHX6&r|DW zDn2#&x%Prm{ULe=i(o{9;?GuzlZIHH#|_aZm4e*8&gT<5JP5angDqas<3g-ifr%Ed zym^prT4C3!L|zqbpBfE3Sfw_CyAib5$%IPGh0`rup~zamwEZJl7vbim3KCJI@S}&w zx~G1W8}Xw~i}gqO4l3_ol?1L5IzCzt9F<{~ShqRiX!VDAAU(t#;CgO~+Y{O-1RQy9 zI$u^=vpw`ubKJrP6~^bQ@(t^ydgoSb#~DY!=sgrmMmpI&SO)_bC^>ni_|2>YeaGJv z%YmseM&mEFPv76nlHKZ(CN)r6;78~*AZ^~^UTUDcyU)xnK(L|tQSkz{EVn!0>~mU( zr9>1_A!&q#HI=H!u%@dmM4jfQ14W&HYF;E}9ngj;szSs<<9!s|nc z&7NiQd|yhkofINlL1(2;i=SQDt4aJgf-&o$*BaH~n)xkGa?`c#`)pzHss(-Q%IR?O z5_Su&)|vDjJ^3-E=q`xY#q;Y|PAhUkE|>7IVC;(b{b;k#3bYlH7r1yn8eENnx#*eJ-6uwbsg$^6 zSDltRC*smv;5aI!AIz~EFNSW|I7JntH?*52qXEaQq%)0VE8vUncy|5qyRcAwXNe+>l5 zyez(wAh^Vu4+HkW-Y>hw8)uS-1eTIq9pTyPYb6YR)jg`ww^4e3UIp-Aciy1Yb^^y^ zZ1KjB+l^c49j3Lj`Xjz0X$&ehari-rGn?O%(_f{i=cvQIe}iaG9~@qN zy~th;bsR=_y4*}kF4(0Azgh!O40$)11UG1|zd?-u{bCkkDsOcu9)0v2H_3H6_Y1*u zov8i=pU&p%oNMOOFGp7e7Z`5}GJkY_9$&HntIPB>nO;F?j_=?7pCzmh;|2{-`+vPv z?0=fel0;yHY4)iuG?CyE)A&~P7806>YkwuPNZsOoP(1%+d@meH{VB{GKsWMcb^T1!we!f65%1A_Te0;HKVwRUd}At9LE|$q^*#wMX{N*X@?_qw*URWsn^>g$Wo!=yv^+-PPus!Fi6FqR)c%cW3 z;geIXpLdO3XP9xbu>hz-b>-UHlinL7OwY?N8~fs`#0GO=#Q9&-YjEolF;NAGeHm9C z-?QAQ3Iu8!!&=Rky~u8@=!<@kV))JsCip^2`V4`ehsQ2KB5VGUfYQV9$|&q^z0d`d z=ihaZZ;V70d?*jy-|1sJ6T)EZfCLzVhdc{jm*({FTwup;mABF!ssA-;Tz@Ux4S97v z8G(~>jwo=m`(y_?4Zbmhfg_}0%TxW8^t<@$v9iqO^6xhQ!^KJ9-588ZUXfx;r~w$S zW=!?Hv9R<_yt3I9{tNDi(=z4qZ*T9DbE`KL&rjVgH@xMI$;G>7jfaitHXx4*lne{A zW6&@T>!qD>kCm^WTfnQ@PZ%eU>3ns5F#(XTkF29J=#+ z1A4QN-tmdaMuni^g5=_D$kp9i+By-f2L!%%yzqN5oj${TJ{_Ac?nIjL`GWS>H*8-* z8kw@SVb+>MXl{}-0|l=EDV1nYZ~lATe*l`7A2cU^#WTo+QLv_BDsVtm#Ag;u8;^do z6LLj!P-rY8xmFT*Ndw5%WP7#!(`NXprHb04cj03$DM%0!3PcRzh)3cvImEv6)qu7&Y4$ywX+^5*V8G z>x#9hS{s<#`M})>{wYPHU-_rHqn)_X&SA0qmhz62PMx}2agi?%932M7Umy29+VuPA z>AD#`k6zGR{$~fQ9={Xkz^l#eH&I!~6;rCZXs-3L1qzK>H^-!;o4UV2Z(QLrw@zL` z7GHLk@77ZE*3qAdLfJGB^Bt5QIfjw!$*sokEqNaF}REH_iU(o#G7}&L@ zH~utg$w1Pz>lBKNS;oTNfFCP{KqKY8YQi*}gs!2lBaa}kyTLY_0Z<4rz@F4!v`b*VjXYEnJ-G2b)! z)aygMW$1M0Cz!KaC!n`zPr2>})8Go-CYiXKl~=s)>5MjB3)%N6$d~f*2OC#v0JIex zeo(1d5)blavx02wb^ZoDP@b==KDgV6O}_%$P0bgP4OTgPJnkrwnb@`$XHmx6S~NGA zfYs>uX+zcT$>X*6o-ti+;Y#A|BIRe?mmTVNDl9v-kHsP=t_`_4mhet9niffuQ@*C; z!jTnC{Th9S%)H|k5*!ph8IGjU|D#0;1b(eP7=Q52 zL%=is;NNz_zio>DROxBmEBQ3U7PH11w=#chj$hEVx6J?^J+B!F7$frUUlc3=`bPYZ z)nfH{A%=^+f!61=(sJ5ts4L{HzxhGQ6>;lkrE!@0E#w>Y3P=K>)jasq11PJ#Yk4P* zG!1`dXR$dSXSO%CJMGpg2O4aA<~s9+_PsHS|3LLT%Q4+SSSN>%fWMx<1zme&>45C_ z8(B%$zYM0oW?;->%c(Ho&{#sKI!^{X1jUy~^R&v>J zx5)U_i?$e_qmbz5T! z&lX5MhH~>#|IiVu1Gu;KsHAI4WKkWV-)QlYBhNK$(D{iAe?|4M6nrW=d;p+>HkG<` zifVJDf{6IGRh$K>Frfz6$2$FUn%B@CiaIY5O*>TPQrg6#s1jc^tv6V5>a`FJ)C_s^ z4?7YuB_#f+r0Ja^F>!iN+Sq@C983u=To&_$ob;_rMs=Bs)BW)6jBh8~fJ1g!bcNbt QK;<=SDa7#Jx8L9XKdxoQcK`qY literal 0 HcmV?d00001 diff --git a/doc/06_perception/experiments/model_evaluation/asset-copies/1619_yolov8x_seg.jpg b/doc/06_perception/experiments/model_evaluation/asset-copies/1619_yolov8x_seg.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11904f05a21e288804083d046512d293b6d8bb69 GIT binary patch literal 89499 zcmbTdc|26_|35s&nkA``HG9kup|S5|8_Sp(#E`u*wk%P|o~5xfwjtY?VQ8{MQ7MF| z6k|x%vW8HWyzTe&{(OGl-~G7%x_`gJIgfL$>pHLNdYw7vc|BjtbuxDH4R8i#Vr~Lp zU;qFZ=zoBd34jrRjfI7kg_(_&mG#sqHg--B7bgb?r@+~B+@K4Bq9PXrg@whW6lBCC zE=dXtgVi9H6qTS*sHlvFj=Hk8!WF3UUm*;qPMzZ9;N<7x;#U?I7FYg1-cC9IJZ!*0 zW&k6D1OUjxz{taJ(hU%$kCU0<-wp8JjRDBW#LU9Vc8Z;Y-k{|S0LZ||2xMYpW@cid zw~nIM1DJT2&x$JH8wFdGl!vU?d-2PIHEnhZrr@(jqwS&6B>5+UU)>pgT$odl!w@yTwGp$ zL17WTl2An?Ro9Sfo1QkeJbT{S_M+=;cTexTzW(>rVcN*(m$9$o-)HCM7Z#U(EU*0D z+}hsxv-{89{$ITq=z9LI?LUhBfAr#^>jh+DVq{|ds}}?CE`4X@VPY0nVmWJoV08~V zC!rk21~Sa9XzV;Cc?J24*CTj{{k#1 z*IZYYhs-Jf1Ih~{xe0b41)?G($c#(DhvSlC=Cpk(iN#lSB)-3&!l=pH>+>xo8$Gv< zBHW(B-gpbK=28*%7am?wNUVyMO?VZ3^y>|eeRD#wpNL&&z8qEtRbPP87(d{48?eoxxXtu>7NB= zpz&w)jfo_K1WO)EB$cs8-pkvmY2%t~dNK1SE9Wh~3&yqx?hwtnqoBI5U#!n=t;;^@ zWI-Bxe=XbAV3ujSehT_Y20D=fYmDw5mY3cnPF;Iq=6liI@Z6++V)G8L*zL_LH_V@$ zq;yXma-&(}b>Z#G4x5*mobU?b!>!DS_8N&2p6REO?^SiczzI~|U3ODRHy;Nnt}HOa zhb?IxSzCVe!_&eED0zU`0c~zHi@UUBE?b{tJPV83g|vg+GRnGgxi(F=pFC-e;j(y& zm^fNlm%Ddg`pP7jSot`PeuzDbMS~f@#2yg9BMo5;;IE>W2_8yD$$i?9d})I__)=+p zOnIHRq#1hxu+Cj|w1dVuwabK9OlP9|2CZoyDzExfRv~h2oX>2nT_AHh*sdd%5w6cS z7`E#I-4-%o758Qx)higTTLXCcnSNzJjdTxD$Nh$4Blni&OL+L$S{{9=B7y(`^n))HYezb*Ro~>|w?Sqhr z>#tyQ_DDln)sBhNregZGD)WGLr3a+rA~YI+Q% z;plsNg88l%mWUMv-NB`$)j8`~;!-C$A(t)2P>_76hHTjJunTWJ--9`t{pQC zYBQYc_FcB-sV6Ern;w0)_*3|%9gb7DRs#5k*Wm>4n7j~rw@-!P1mK8Fk~3YrOFAl; zu7(9wyR|v}oZjYejd+T^hX&OBF*;gtZ4}+G>wt71YCwr`dOa3Lr7`W-I;z<(9VC7n zcGLf~g8!-tlpQ`Aw&|HB&bSFCC=1rhSKN|OxuG|TnxL@Vj2VOP)*SF1*hObyBX)U= ze!8w9{#^c3`v=0M6B%dv(`7pQgi6ut7X@wGhWoQvV8M0TfdB4tAkfEANCXhKION$eK zwn&R|sqFbxYg7+x(km^<3iKe?3N+7_lli@hC83Y>=Pc+>W$_@Anxf<|2;qk5V?z1& zIlQPhvs>vf7bW9kNgZ}#S20E*BAe7ilZCg9Yg%ySEeIQ>6V&FPfMOGQ2z+wz$rRibx2MgHbLRrL1Z6C>RsLFI0BUXh2r?E@mCC*n9 z5rxdS*>nSCZ3Nc&H~c{Wj?v6hW4CJQ!YaJqMiZ%xY4~k-6RvzER(CsO1^WJ1r2C3inCN?x%aK%`GS;vgFQn%sd-IX z=Us3|<>L@Wd}x+XF%_c9qadLC`ecC6s5WMmHY%J5>tlV@(CgdVqVC)2d#=1X4 zGda2^v5;KopTuu$(UoVp{I$_OA)%xb054<}UVd6HEQ@*q;1aKhmtR&cY*8;1x#E&m z4d!kMzkhjQk`N)d{o&S3K>CWDPbB~6U^KY0S?qt{?255G2!KRVZ5WINfVq-18{mI2 zEcr0TVyE6XD^tGhg50N2(SMHrMKqHAXXq`w(txza<8;=FUO3UtxjFF#Z9S|DPB8_> zrDZfHIY{1U(~-N_$*4_af0>uI z=DS}%8`qxM;|~(tMrUxcgl8Hr!@V8Fwz%zU+T5~aLI%VX#ySgKzVAPWCBGagk{+|4 z(qtI0Ti@<@7`<0hr9XhYJOfQ1jg{CuU(nAhjS11`375!}vTdsx0GQ5W;Zn9=2@J=0YI(9kMF!tTQVnr(ijTR z@!z^@N)}j+LPyZyYUbVo9ls}IKI@HAz9G+m7u~&3n00Ozy-{LpBdXPnmZna6cWCSK z-JN{gRGH(L@Tl?k4%zbr;DpS&VmuBkC=NOSXw%<1?TO62rTvjf1YNKe@FC4rdaQAt8Sj%li}~UcqPL*6N24r zsXHLGX^;gCF~-vO3B>F?;@hw|wmw_$8E3cgW^Rl&@RIk!&}a3UOkNLz9{r%{9H=J3 zVA)K`K&5u9BfZ82r^b>pgS8FGrSWyGB z>Xkg=3vG5U(*@!ntI}fHZ_B)A+19MGT)Oe+v;~vfE%2%Bx(UYreC~r3utF>yX$oAb z=0*z4$T54`1LUv)alqh4s_UC;JvTeW(l>p+jOUQgzMG7xgZ_va!Pd)ny>LSj+U)eX zIInZuBHo;gp{U$i!`NL6+&rs^iUdx2Yuo0}tR@DKU)lz{SNp5+G);v{Q~JpJP-nTxqIOAz_xsV5iGr=5-`3-Yah5#J^hcBb z6e|BUR3)3~DfXX)Z8HvVwtnjU z<)@^+0c9blom7;MH}#16Q{Ft6xMGdbE_o(bl6j-TK}r>-2&05-^Ag2sjd>ej*-NWx z(U(?GMI-+2w1Y2%AJn}UepYKP0ZZ8~$=^=^d(1uC6iCs>kxHzbr&uKx4ETTTjQB4t z0+c6q9``*OlUl-a?!PbVRt}&!N7$={IBMot_v69REhcfJ^@=eO;k9QqvOhe(gdq?` z-y$Gw0cflfL)C`CvcVcs={f6yEojH;@oQSw%aU`*_hDN8DFsPxDE!-i8w;Q6nS?z8fibwMUX~EAXbatsQ45o&`b6OJ@b{I3 zr#9Ljl76&9(gn_J+{o zOInR)Z|;vgSk~t~?u%)+_=7rHX)!*}bL}VPXvN5HW~MHjl#9QlT>o|AV7u&w%s(q5 zAcku{s}HuLaCFW=LE1>X9>AJ}SY}eJE=OP$nmJK^4ojgjU*WqeW5PD}v9f>LMQ1jZ zZH(Y;z`*BUxp#jYh#wz00SiD3mX2i`)T4))zenERtLzNU{1YiUM>6*w;_7*duCv?F z8=*34>|NtH~-M$mR z4DmpyY_2XA)j{X>2ORY73x0AR?GJ)hF7YY9%02h3WEehE$0xe#(?%zA=8RHX?81oy z>epLO0Qol`v3&@!SIvZ7V!r)M?{E_u)kue;qB<>8qL3*OV1M9y0{E<{JAMM#`Zy9# zpyqmSgB;jT00A+3i{1ymF`qRXnpVpoK>1ZwqBARF-_#*h(l6R9T za@O+tP9dxJhpj^Q(%HOR18(mvS^Sx!Bjyje44VI+YIoKNr{i#HR5QJ+D{yul$ahxa zd7$XCvcFw;#(chFZ^&%`XVYOm56pfodF+VCyq2LK-z-3Wf|aCoe^d#AJjy-><@H!y zo+c>*t(kRQDhu3GHh(gvjcE0!>fh_R9=d0YXm{4fSh&Bt?YTq^)YcRmcf(;Z#qTWrB{+yY-&`Q8mL#h!x zP15!~j5sp{sU+faj4ZC24WjWcbsDXT?k)V;Wdp%d#mFuWX>H%40T(r|U6a1U2q3%bQ{J`#V<6 zkp{=Dwm2EO)jL(*{p}WSb(~e!{iH`l+P%TuAJsvxE%xm`+};V*1vfaqm$m(dmF-#L zlx&aNgwzvkE(oJD?2-`1(ky0;zu9lWxWI2lPUign8_uqTTNNM{4QIIj9PrUTT3hYN3N z-hU7Ti{;Vh=?Dyrq&7R}VEFy>t8!ZahUf6DWp`}FZjxM>rGa{&woj0HDlUw~RJ~3W z!Bwvh2V)ek2C#gmBjm;&^E;P&CxCm`D*lN%Hb5N7p(Bevd)i~cl(cv(xCa12V9@{= zxH6XA6mTWZT8Kp|t*5WfrH3MuW#)noexo0P9Gg3!uUF%LU z>@1tH@rTD%=_Ov(jcPodKrx&A&N}7N+`T7xYkiWvf-CQ^pG`CrBOg1t_1t(FIRHrd zYH;w5qTk(&0fq)NGsxowh&eZx$1`Umn%O7HAB6VU9?O)o6>JEat~>&2Q)x9 z6-occIV zrR)&e_k+Qb?#PfS6DPETfvJtBmduw;AIbdZrVdOgT6-@F5@f>6=O#0LahtGq4*3lc zXFTS}bzr-l6z&{51;M=O2EXJG%dH_Q^u^Yr%{8$>2bFPYd}sHO0t=s~s=py;QyUsZ z%P#MFA6%WzlV+A?=JRM0`17zGd|-K;Ck;`g-!5L}QxZm43)x5gf>a^G&KpW)O5R9h zJ-Q)_6y3owXqq)X{}_ZkB3<6FHH(|T7wVTyk^S8N+Q4Q39>+U+KY!Cd?Sg-g8SZ15 zpHmNL;lE=dst&YcrU*ZmkH$6PyQA;NOjm6Yj(5!GO^?QPKa1{SLYPxN4$&uyG9G4g zmaLA1mP`5y`jxvJT$xAiBy%bEKKTJ%y&V#+Bk`d`>KOalrI=~r*>^`PWq(EL4$viR zF{fM|iivpiCxvc~|EIUVL&0w;^H{cD?N z192#|^4S&>o^L3w%h053a=ZQ~%y*2U+|`dP_`C>P(+yj!HAKEw9qUb$!Fp>CiJiwq zjl+}ybQhrAY!ykoIvXa|+cukp)B#uR@;57XR^pxTerKvF7cZk>zV7Ur!!JL8MdETZ?k>=Q_-nZq0+7 z!-xh4jqvg_=DW*(p|H90yr&+x8WwUvzloQhh~ZF>&E-vENBdt^Vb1qE0gT!gpFuWO z;(EW5kH@C-g2E(V^It?)22{BFZFD+Ad&COkutL{3lz-kN)7d1naz10^Tx0fAtdPB+ z^{j3F31Br*!bmcU*9slqWplR#EVA=x$g&yI6!jM6^j5e$shCsCqdedH9OTg$g@;l8 z^#XjrtBS{}em;}Qd^?`2-t*MH>0StGTyJOq;VQJ6!g3LH0$>1b{NoU@-}*5@bR7#4 z-KuZPS$vay^yAG5fNh!-;UxIr-YvU_kH$x0Dc3LeOiR5dB!mQ#{{k2boqtWK#b z?`qq+Izj5YpA;;_M5sGT+$*djBei&J>tjZ~SWxaIz(zf;NU#M&)@(TAc3BW<_Rlar zhF?4cArK!f4%J%}XBq4O7Ipp}*=k6qw$kV-eNYsYfOE%bU1Y7>ej}}|aqXB;QG=n^ z!$`A`Gb#Y4ZL+{-oVWhF?r3+5{s1ueyh;o@e9P%(@d zMFQ^?$_4v$8AsBm=X$GmreW z`^vxJGjwl2-!+?fSbGCwH1uA9w{j1<>W4T_j$EW!Z8a<2r$2*PN@-Py2N4&KndslJWTkMjveV6C9Nj|as~pOOMX#yS zV{hT01nk{kR1w;XG>wWESa3jPF%u&NLip=w01%*+x$WTeR4dR5OynDwj9RDJNkAke zipO|(sp$#QglFHaG&jUeF!?iq)E^vS^8KG6Hiz*=dOi_Ro%GqEb#ECmu$z8S@oFlM zJG$Xs*kY8b#mK?KadNjV0-b*>g@6C`@kgyn_xKRl7vJle33<8C78&@ZL})k5rb>^ zKZZZIo{{C`CTjSvllBU~M>m)GXDEoLaYsB1sLFS5Z`G;!G6?;V`lrFzS7E6@cZ}59 z;>c0BOD+fZD7zmJtc=-zCYhbJzkFu=b)LY}fZoSW!tYSjh7C_yvyWB@=BR1W680xx zpSPAS)xgJ5X)iYKsW?adMt_IrlM-u+R1<0@y-#;3EgH_eU3PjteJK+~U5Inzfbc)@ zE@8BzOq^ALH(~Fd^Z%iAN%Ypo;I9M5m*jbth#1zzI+wCMpFIQRJb5u9`BDxzt*yu6 zkLpgfW2n!|3`mv5O(U|&cm(Z7a6Ex-W;*+r4HoX+B3>{ZY{8^=3#O4-v)}oIzGS|S z$NPn|dmBb(8gri|lX|;UC5jpE&y_;hq>ZqE9P1H&Ehi}PY1$uBsW*^%#>5B0x&d(y zG|?K8X0!p$Ve`x-3ajprnZ?rzNSH>vWAvI7ls->*9gSNq;*Q??bMgomPRjkSso}Gz z2Jes33nzdqTRWo8#}z+cgfVYp76J<{X9SIhN`o07S1hm?l6Z*OOwel_QfW_US>JhU z%Hr7YEPaN!KQdtPFMrqF>D$#j--S4Yp56{C_fX@oefZ&=J;~41juk2|z`^U5p%oFuoN49^b(TX<6&OG*SdPzL{7J|l zd&bpWmYY+2?KJdCNZZ6Vxx!9)NmO>2VA(}&SZcY-|A0qquW;m|Ka=|Xh524qAOEI+ zY?AwCMxF{aT(K(ZfTnCV4eJ!OCoy`ULW8M1n;E#)y$S4#tYQnd*1dFF;dL1b0FDV| zGRX11yY$*;{w_Y^<%QQS5%%DN`C*3}4poGUw@eAT_~ zNI!lXsqM`2eqT`aYcg4RWm7?W=+)`59!Kn-u5X!2_v@ouoIhg%l`c669ek}RgWEHg zN39wklyBcyzBH1w8qSouXD1T_rqf`%GC63vI`O@k^HYnVdFPgi+pe{k%Vtcmr{%J2jQ7FqSh|KTiq()%VG ztOq^}=p)N5dwXwrAF*I@0?^TeDa3bg+r|7_gbYW;e1=m~%NsqiM*dTTSg`t^R>L;@ z)&F)1?a|x)v1s67aNLv+Z%3FsX}Ujv&v9+HXgIsHz>7SL3kWBBoz@=@vb~*`KbfyV zl=*9FM3zwWF%(r(UXfj$^Q7JaO}DDq$IZ134>-0WXh~47u3sb9v&1{s%*~&wzTjC? zR)coM+9kS|VABgi&RNS(TDl><#|-9e8*iMpI;*86jP-vR#|vIIa7HHbFH(L2mljCa zKo?EwPa=;}dkxWRHj7;|4dRpo?h$vsL+a$1#!=Z(eHCnWP$Yu|OwzM}UxTziG@ivS z^6j!uscM%kbYYkDhspF_aD3(SgS?B2Ku$sI%sP@j^YG~~^W=Df3NA2fUf%J@h*f&M zqt-6<;C9udj!&GRl4w@QH57d75$#Q=%V3G3H zqnj1?6BhE>-`hOxcJ3D{*&9Kc&}W_q7!D!u*P5ST8QA zrn?C?c`g%;A@Zn%eFzbE<2A9eYSOwFSCq7|J|g`>^;>P!2D+A7BoxvpT~-qzSQ;Lb zxOa{EbiOZZ3xBI9W4pL>1Gdj4enkHD?5nZSE5s|tPIAM#KTv737$V}h*wpj(v>H+% zm5%6@e%=#2Pbu*1RfkoGOH#p_{LzY;;3b!s$Gk3hYJoOh4QpAY6a5b*YcGxc?erC7 z>NC+EYfU8!lvQoBv)PElw8pV)<|mC$EB@HtLT%c$lJZ)YaM2#K;e3AS)ba)bQQovQ zf|@MS!d&neE?s{M+hdLu#nH-qV>aw0&=*3ETSrph>s&S%HR0R=$M`^->WJ$`6=Le- zsV(+;qB2`|GD~rW*><^C94vOa#bcuGCV}IH3g}0%r;WG(d#N`EK0joT1{?DMoLTdU zj33CR;#bo==(9)cg<)Rxd0X{9^0o3RrJSR2zv~$4HmN%hv(1Mb`j5GRr#pad(`od7 zrw&)x7Fjcs5}}qHGk=cP7apSV(`U%S*v|_@&u93%Lx-(&v#=flR&-M%Pn;g6r+a~b z+PjDoK<1uq3#uJW(|Db`YNz!@a&p;;S;hxpKA!b{m#c&K%s12|U%|4aWEzUWE+jKz zEaO6Lu_^2WW5D=i`k&r%cK)8}E@A&p-iP70rM}2k*NNl}UcwFxV|!@|_lsu~PvaZ} zkU#u`*tzo}sE(%jn92Kf)TI0Rj>iW`q5OMir%bMl7F`S%Acf@}Z}=2jr3nazYo5jx z6eG^7tZ34#l$>rn)ZMa)#eLkpYyEcpGAvb!k2g#x=IMA^)ST_-YXjnWoqGe4qWHMo z0hk0=KZ!|y2%lvLnMMvWX_1%ZdV`ZeCjfCPaGW=f=CrBeL}1x3S*%kO;r^|N2r3&N zwTxdW>g_)WH(BAO!I8Siz1gm%;L_ge1MRzVS*mY{Dt;rvUcp?a+T*G|pqwUPguCli zKA-TtP9Y^X;D)lJHTNvTYVCKa?>2MWbhxBmp8k1h?U;_MxoIQmFdEvD$J*GjDe`Ws z~>%%*RZzqA?m>(SERJ`R#0&v)p!;waqf?n8P1l4D>)K2hj%|} zQN203u!Kc8Js>$ZnwNCFk{r-R9O$p?aIR9XeY0%qv69N5b%!2gv^&Ko7J}?@!c2|E zp4HoFxg3$GH!7Gu&^y=sTmSq&1T3Mr9(^Tr)j0O0DX)c^OLI}%PGyHnRjp&&PSwC? z%6Z_Lc4>Ey@YUb)xm74A5&SEYz8^ANd=8-MLc^N%91tl z=pFW9U1h}!Wm~{2c62az0Um|raJs-(YVBwx7WiQ+*rzrv$lg=jgzejCq@+^2?lRH( z6+YxD2T&7L=vjW~lS^an1jK6&vrf&2z#MWIppU0mLTm?oWVeu> z*mP!#@s#wmn3q<-ya6$~H=HWG_{b=%TFfYDfS;Z(#^KHep(Rk%*%6a|*0h>77Hsex zs70U<)&>#;V^(XBX!)kaZ0e_L1b=man{aK#++n6!#HEE;@a;F6hYljU^}@hEn2-Rk zst#hz4(=|A&8G5&FO<7dQL-gunNg96ec3PTN!qua9*(&bi|@DOCEP!c7B$;8aZig< zESO(!wY36Eo(syy3RxR_#>(Pyh5f8SwmE!-KdnJwHG(oGoglx*^1VE*Tjouq^P3_x z(zw9{)@U%no8V18&lmIJiq#D-KNWzQH^HqstQ`0b7?(Z<9+SP6IOv59p6HtsvytG6 zPmh0mlw)~^RHg9K_OvlT{|xdc@1<<$EhdyV|5SW>0<}bgZ1pm6DgzAs+ql}|ZfGB9 zqse?(-`k!pO-J_j#RtVf1DCS2J*8{}&-@g@F@e6DMgRgjEgEbayQ$}%RUJr`;+WsR zWY);)HKNEtOgmRm^&bnNY)@~9-7XZop8{mL;Hx1(AAxmI0o5Sv*p^L9#y{azzD%?+AWD#kw=i#4pI-b z%*-peEWh~Fz@?e6Vs3O4GwoUQg5vP!NfMr4LiN*km(=ewdrUnp!AHjb1yRgj5cNe4 z8T)yFipu|{7qnFtkOGlb;iru{lA6d9vSk_CT|JEh5S$!XBpRv_kTg)A=%DMFD>uh0yPdYv*PXpOq{Xdioo?Nf`Vsf>1aRk09r|hc z1UvW3Q8KhgeiU>tpx-~bu+$n@J&%rk{&BY6$WMMP=@_E#Mocjoc1XKuMj&#D^q_5`<%LA`@4U!r}48+x?v3>MWVW9z)Dlaw`#y?)xP)ZnCT5&wMDc_0y<*O_z~a_0xOMxTE#j6j2)Mdl`1GS94UaSn*g^d-+Yf@t}_*-B@(8g|+y&2V5rF zX*}rA1nIE5-CVYg_(M2)Pp7b(QEzRG2Zzx=veR)t%)r*NqKNd=BMhDVX6WrC;kUB7 z{YZspse;LCG6%RaZ@tOtI}-PiwtDolssn@L1wMT^)=*ZoS#%v4Rek~pPA!*)=ACNQ z+xmnL;HD3NVP=#1NM?qYz5j*vHD0;RuIh$&4ezlPHJRHX*Q%mw)dy_e1dlE)bP!b^ ztFNbJbY=av{stz|@RC7S203YuBN#es;`8oP;Jf>yH$6RZbzmeaA9I;$MS4P(hp^dHoR$1|r6ZTR@My8v)y8MC*H^LihtTrh zR}C^kV2>f~HNfQ7v*#>52jo@uv3_TM!y=IKkY&R$qiYmx6kxFmh%@O9z)5=Gwn?X( z&3NQ>%*I13FF*|Vd+6v&`L+kiFS|qga+PgG?)G1FeR=k$8@t1s5%wEH^enRzfIav} z9FN}qxYi)uQSQBA$wOq_Z*&@cC+Kt}$1b|#@ytVNIUO4`#qM;a)M591_t9WD$x6vH z@w>5kkn9tL-Z?vS(r%jta-{5%kHzELF0w+>-G$_U6lHLwmXgkp<{c2-(QakW#BQ&F zf_s=zl0YNAC3~dD6H&ujKx!$iGBq6fk)g-|X*@!Ef&JZ!)rre`n^iN(r(` zIgF=lUvWB@+hdn}6iM6bs}VZ^xX^Txl3b#`<0Djs?%9AxeWskn2{f`O19{1=e zQdIR?55XC;S@|<7D-rQy$LrOk2k+DLs6Cp$qF3}%uw#WK3Dc} z*ifX-`P|NvFP%S`>l93U%>r)eWRS2hIZqxoQns~pPGQn)8gfXVtB1cDp`S8QQLp#q zRv2xDGiaw?KR0FUKyb^->S^@ePEE}=l++@D8o2x$DStU)QH^1mfC0>wY6?F2R%EPr zLGJLSDcbikJE0wtQZN~TtR9e#WC!rOW5HdV``8TS8k}!XNHU5DkKVc3(|caA_X%#LV-Y0DwEy z!6rCqRXpkgYWp9xwnzJ?ajQ#6PRyYS_c&)*JoI3|5E!oTaTto(wXcm4visnBTlVa` z4UrbJ%xN9Dw6v%#tK01`-QU&WmhZ$+3EJoC@ z*vsCW5Rd^GU&(J{ia-|VJ3W=e!d&Is!J89Qdh+w#{9{}xYTpKE6J#;pzihoJrBegE zg1zN4< z02c^-khurVuWhUU@n%r3Qm+nIrsGrQ(~mLnvHY6D-23mNM@`;xqUdny&0&+)j%JrF z3E*iX_jEZnC$0Y_>l-jic}l8DMJWME|^FV|3J zDR>rNy+BYeZ)tqJq>W|tzYthk7VjQ0gtLavsDB*2Z|p~D{rT5AqFrBNEO zi+BKF@v%SuQrvjb!$@I#wK%VRDK4D*75IWrUvrkU{<7_SoPpjgq!dlhUpkPnEu5F{f^D?Q;3 z>2!bj8jINlAGvz5=kb6JFiTrj@93;D}lOXKse95htduOXTY--uLw)-7F? zR}KyHdwI$2%2kEjDz95aWQi{Y$857I`k+fiWdhKL0$JaU<+}RxB`I==iB8EEmU|a| zrwz)NY@?0*#f}9P&g(yYahgl1p64Et7LC zr;NHi^%Sdm0LhG>d|aE`uD8wB&Ea!@uJftS#!5LA78S-N>GKL-Rc@Z*`yf~9Q<3TEwnMxDHmaWmpHA!%N&)RjZk7dvAPmI9kg`4fALAb= z5RsfnR@dHUd1qC)^N6#TM-HDNonSy26*T?TcZivB=5lm8j%c7UxNR!R@;U3uhDuc6 z4!0Ra_~ek6VdYh-!n9hx58XYfen8m>Eb6!uqGN2Owb~nE8tahw|7PYq(9+6JCnJY+$c}SHYK5t1@3t zfm`ps49itFUbgTA;IFUko+IkMIIGxkma}bs6O(U$?3HAHKp^TKhlYV4F<<>6Er$?{ z`cr=6SsS;;Lrr-b&xaxuv=e{jr4zvYom$H7bk>>rX_WxI7qXQ{bEr$-S-7AQJ-n>r zIhif;iZUepgGsuV_I#{#&qd=uiB$)NgG@9!RYU6zHUs*(r3tAUsG|#Mb z_b0h3o@i%h_PVO~f;%AF{hyr*zc3%l6-Z%VVC4a9=ns)Z=Xz^3y0q80C`uF<_zBYA zUt8wu3JadDrKf0>GuypB0bH{@rXt2GN`K$v2j&`C*2$n70e!U_G+Qz_EyNJm?>x-b zNjjonk`}I5UM(Cj#_+pY*RmOUl9 z4P)b;DS8KW*s}u~%~qn>P&shFm|g{0$jlIgh~I`}X2?I4yqx14Uu2yCOjT-*m~Z*G z{{D%9yT85Tpbo}c#U!>OTpJ@bWtKgBb=A_|ZEpZQ$sRIV$Ym?75BDh>@LKVy$1~b2q_DPd zIiGr%VcNM^Bvm8iEzF+SFXfqFzHk;poK!h$@>!C26(sn~|Di#y-Pf>E4c;K1eGd25 z9thg%E3qz1d_|qUgn}6~+Qm%P=dUTCSZX3O<~*G_QD;Kn(Kr)LycAogba-W~2Hodt z5b^fIvdx5A-#zkW{mm6Q*B8c@o9J#|);R0bBZsOsVRp$+?==~O%c8RoGBf2UCU2u% z<~w0}o18JkkgTZA>lf+km>xQp!F=z?Jk=0*Gx~hA2wr^T8|9;n`7nD!K2_CqmCGu0 zceMPe-YXTAp*<=t;^BHKX4m*E_Z0rjVP)RuK1`(}dN9zZ{R=&V*q@urF5m?4MNlh` zmQ=>NzfiMcruRkO+$52nlu1bV*Yy!L)7o>%Xjgyab&{|9645T9IH`{5w;kPhaiNvI zHM;%!S1o~ve!U`FUTJLVer+R@;`<`bzs#o({#v)CQ8I?$Ii9i(IWrMcSI6rzab#zK zKT||s_>);-5q?}-IP-hE`QY;obU&^Xf+?rw+BinMeKZo;V$*Oe`^NU+O}j7qTgWP> z@AAut>oN5z9_J2{h_op7l1}NJgZ3UL;`!WJtRMhYEuKsS4w6dU7qSuR=8q$-CR;qny4fD>ef=743U%P+zt^H3yyBSED?8MDd{HW z5Z``;MrQXsSc zZ2uab{+b`s)BE4o8%1a}J{&FhCtU^O*qH0wH(9T=mng3H3S`mGlEnHE)KQ|?3xSkh z=pN2QvzW{+p~o|I(MNIupEp1Uqcne>ip0EKzjUoWiI}TK1-*`kjcsweKuPZV2?aM961Pl zgGLRaoDXSly1;;O@Pvt#KsnQd$w$PCbQ-`PRBX&Nq|a^kR*|KOr)G&-d3{7#4yLhY zbC7)oxXo)d_}4;tTjC@Eggj|Sa=aZ)(ei9LcAoT*?ap@B9C>OCX0uvls!#%UY$^78MS_=y=Q5nPLan;{GT zHt6fkG-38QuRPrRFGwv#a=X7m&ZmcbxkOXY&HysrTz86li@nJIy^=)6jlnQTGbev0 z%=NNfqKkK@?rh;;+PvT!%pE!2Q9j8yi-lWap>-EWls>CmAFE0%AliD31NG!_o3fT? zG^+RN78dC7)B^EVMqWg~tf%vA9ybf&)|6q1o!ObgEx3)@fC(2Yy_1f^wy)^(Fk*a@ zRQ=-m5KZ+Jqs7no$va2PS4A0lFZN4u+9`{U;>Q%M&9rB8f7R#)O~-y-)&DT`@fz?2 zMcHZ`Rpv9xs2YU-c_%)m(e(=`ss>A^%l*&xC_6RBt}txaZKc;O=NENWs#-kZhU04a zU(q3!&hb;Vg?E?n9C{&UT+A=sVF5)+a_U7&qghuL_BJ)}7>bp?RGjt<4I})%OCn&6V;3eKK}GT`{Qn??dEc#XRt*GaG5(bE(&>5es(2qDB& zHbvR9SulcjP5XXe%}gcr`F^J*hX#LDk5cp=^l%H$Vk$F(a6-h?(bu-f zl}%qBeKzZ669oo*W@%j4ja;z*A?K-`?NBi3ykPAx822zH_=c`?OsG%O)22(OXghUC zlLqwGZn|_SFE1&exm$Vht9%9Hn~3;NjL=fg?F-Bo7d|+jjY)2iojfWXW7z#{V8#(L zDY1A_LnXf*O)&`gAY>sk?NdV!#4%pmz&B^dm(SK-o>qyFP-XXK+4IptEYuUt%s!)) zb&St5#H(yqhg&RL_w5iQM^gcx<)a|?TehnMM4HcwG&?ZyROraMvwN=7+-f#Ztj?hz z2Tn3gu7MZi++qIw50YP4ufCRflMS*gp%pur7LIY*#gz{;p~v+Bk1b@&6g2Yg0=JPWs;+n zC5O1!YMJReMKSljT54#W>JkvoVnr7w0*gRx>UdAmmpF57qNut3a9H&BRV#(R*Ge)( zb<^`RM&_-8_kHTiihou8%rBP)ET;X`V5OL4@yV2+6d5{K9pCpzol+XG9J^pDO+dWz z;`G2ZuJu1IC0s=&O6NIo#6oh+{vVqD1DfsseILhTtJ#vMy=&7Vv1irZGHkU+jM_?T zRgI?h7K$PWqE(x!(OM;Dj9OK*D2k#euV3Du@Be>JPR=vQdFGLv^L#$;`@Zh$x^6uM zV9(9c)O)6ng_d5sNKjwOm#w(=3kc=$yEu~`TgJBFew9ic{jGAN2W$CLA6lCMMjwmf z@QU!)t^}HG-u*pG0V*~XxZoEsRxHT8)&-*S5nEH^Us*p3NIpoPwqdgRM|c>(hkdVK z`;hn8^c<^_aC2=X0L=cy&&b!^t-m3EzB}M0s~r>5^Z73x-1q%E#Bs{pQ9PgLCc=W1 z_yk88NRZ#b>h7U4ZvIvftD=JK17{tj(F^-Bz)CDcXZvkutrZVcOdGDLrpsWqjvfaz94S(xU+>-oaXZL}*lbi6j zg4dOC0Gp}1tOCt_$Wmwnd@TReG4xn$xHD%?095?)!3M0}l7pldB48>I@}Fl%AjyQ~n_`%?}a3Kq7l$oCws`mN1 z$G zQiMSd8wwDWbDUt|UkOUK$mOq?mqlB|CW0xFT6qlQnZ)elfYd#u5|211KWP4plnVx&~Mz8>sFi%_X?Dy?zIwYd}1=Q2kiICGN~7 z&~6$*)$VY2+dBlictEh|Pgt+Umff2p57LNF`3mbFSb|A)dX?hiQXG8-KC1;3CiMR{cbzL4d0T~0KH}z-FKYT5wS)y z{C~;#tnOB4a8`Bj& zte;-N#Dc^4<|d}!&?Sn6*SzyI+q9|I?0Smq|As^nTn5ZS_Vn*a7ooF1sr|-3{KcWj z`Ul%KVAxcW*QEnIIIDV;+_Sn3oX`{GZt@|+WQhUkVD~7)v7^uO0xA_aEi@oek1^_g zKX%OM``?$C%J7o%U;(>%-W@DlcUU1S~3@K-oaL25J6&InS>toSC<_vSbJw zw`CWy$OIsEz0SP%%9-E^ZsxK2y<4g7EWCWZmGTAX4}(JJ`KnL~R|%diVrS|S@jv~f z@ONP7?GLiazMODLt?*Vw9P>govV?fixHXt9v;GJ8Y{VZwws5O-(#NMFd`z(t{QS2+ z(#^tU2>i%0U|guNJqPtgP6?i5-giI+Qb@6#%E7_&NPc?;{ZuA5n9^^~cA0|+w#c}M zMcKS^lIAJcF&>8ZWI-f5e@c?e_1~rIs~JM^&>Eb`c8?N{YxD$An20Y~=FsGo@rc=+c14T@z%pJDnn5We%8t(=LVfa?XLks%XY(tbaKeg|=Q~6Vt(rp~m zdxC%SucG+dV%j)}1_2AUqz0REx+<${XkeUeL}DJN7&G}DYl>RE<%)0egosQr)j=ZA zWDsC9d8a`jJ#MO`6Ybu|2$=3EvyCYwWHfNXIO8mIOuV{c={tqLZk4vEu;(77WtrK~ z#o>uaO2D~#u=)S^8i8t>hPSTg%S-R*-+aiX(Ptdj2r%;W=bW=9M#dr0PdUR+*y>yL z6sOXr@)k7j#}{>tU!GqQgi*Ph4YDN>FV%M2pBouEX|99g$Go0F8Ev$<+N+lcr2*Q! z%#u3m=n!%0xqQMVvz(2dp2nC1|>6ee>_(_{a zS|@U$4Y%CF2_!g(kSg-gf1Pp0Fm~D9e~;o~(abPH@LCA6s(MZ8ogKRdSIPhtvA{%D zRnI$E&euV#0*A1qHnr0X=B|%1sX4WrFG3g+i`UYJxx%E7Ob_O3X~Jkwe%$%5T-ZRo zYo&BLVop=(LtCuCp*FmdOHQTsN`42bdrxdw5o8`c3vZmtBA3P{w*xL=X;b-@f$PoE z>?=Imh=eW)28!^!M4e@aJH@9vyK3ftaM)i?mH};;eqtWoB*TG{Ht8o)p^2U-0XoD# zp+3_(F_()hIldi@i>N3+_x%Iej392=ui~z~l@gi^rZ{zwOwplY*6K6pm;V83KriIM zfBIOoU8cJbUBm4z#m#SBV{z-S$N8s_ho=ViO2sn|#j7uBqW)F`|IOUj)M975f7xqE zTX6QJOL<0qGu~_Q5#MX!L-t&AClFkY;YGs}S+3!Lzle8ef#e2AnnZEPs`G;;KIsp( zS+{bvPS_1?T>|IF59UrWAKSfvHH_&{oF7G3i>XZoUkLSj>I1-PXw7Ws7Gh;tnZ|8I zU+ggIn!*?~)Y|eNfT;9{X_tPKRK159;u(bU8}fO%3eUsH%FW2N4%xG{+B_h)uLkOM z)HIE#Rnj7ekD}9ZpcOSa_n&a?Q%4$U?U;8P=4a6n4TdNQiU8lN6)Lbnm{X6eVf}O}NVhn#M*H*@7V@)odFtnXfTLs4%ejA%&^!%$BU9eXsmPL* zI(8A#?r+ySYU76pum2s6XN+TdQr%Tw{9R{;uiMD zjxk`Gnc+_{l)2x^S=z|DPb~lqNc(j-*kzk$dP3!ZT*jtuGC=8+U}bkx{_Z|Q$PhES zoUgtWF>2=!8($^8$D4|{x5rKeHEbCDLg8eD!<41i5Qb(5NUDg93K-t1@X+R@sh<Xsi0Vx_)m&y@?yDr$%hO**aKd56+8B%hb%J^u{Y5A{H!k((Fd41B$#PC5 zIt$)V3#`zMGh)zUq8B@SupxN|pmux$b!*Qv57P@LpSEzPA6CSg6|Jk7?MnBH|8Z2f zE8ez&diiD)V8@>0KHnLE3M|X&?#A3@D7!B4WaC5^IPL5k9H*2Epp*3paTfK1fzUQl zT9Z_M9a9ifqgbXX=yr!sMkniAp^4YbfEZT-6BrY~HdF<^N+REiT$d zE2j4&P?xp#&IqCSQ+C4Yp;=Y(%!wS>AoTg_qAZgPKBI5TAe>!-vjrTZkiH^4CZrdB?@$UJLcyo-une!aN_B?sqWr zMsoB+gL@EOq5hKMirpgr2Q-l=CDR+?%tX`>bMD*8>=x6Hz@Ce0`NJ*i=f2km%^|^h z?ppV7gZZk|{Xy5>CbVZPpUmuB+Q7vz9=o27qehA#oAI~UcdwN;PRy-i<6!%~B#doW zWl4z#{gOj{D823(lsy2YO|kRVYl;Vr=2^(+d-!~2Zikm%A`Q8rbu!hlFWQL7+Be+i z8~NdJKd_+SrkTW!rg)R+oIpf*UlyT=frX_nw6eHqeF_~xh~rj*y^s^&h0P)c)-i~GUZx|}E!dNqQ_`~AL9=gO zZOPJP5X`&-*YIx5OSLBqrwOYGy%q2Q5MF_o3~jUy49^CXDXDz&dX!!4MmAwloFn$u zJj3jjVy$_b8<6@1G+mT06gr2B>=}?Yuih%Shbz-GQ*omgbw{v5ob)onOP{4<8RS}R zo}2t%MEj_15?}&t^F@*)wRv;2gdP6WS*qa7<6Yx>9klHvJJDLe3omq6zbkACh zK;gkO|Dk=6+FfR^T=`pm_q^-kwS_}9F0Z|yeW}lva}|%rIEWr|ML}b#wQkyr!B3&% zUITWYzD5V09?q}jUAx)t+jl$_n+Hmj@-%W3JP3-NXDme5-LUHmihCmuYEYxLo4YbZ z>mMh=^lRpSUY_E>*y-$!oo+Q zCrU#_ZlR}pbKRx}xi^ufrk><^)+f%^l%z++GyYY+QrdRMXuGK@!KR-b|Hcwf11<7d zy$t)BnOi@s-=>X_-ZSY4*;+bG)@3v8U@g&Gv}HD07nKM^EBXKZJBR&6 zu!#yi{`EZ&&syc2Y@wWl;puqt_MPaA?mwf)dk&2v*V9DoOb$n^*n}@z^tKU|$B=6XpJLV^H;dO;g(n}v&ZR*ST zpeL}34TAUxbi=ncb~XVlP_k0Z-Tba7#?%NQMC~Sw^O7xi_$9G;3zO_c`Qx|R>NT>d zw&T|$1)-+9z8{~bi_2I)TnR5PeM=^>dt3X74-n2_rE<*m>E}<8&P>~Q8M)9ipsv4D zD|NY41oY0m{{VUHvAu)H7qd&oSA&XwK%l-)_%VGK1a3=DlEklRf&~M&Vo((a1|wVU z^Y}N4W9a3#7QcS`eB}LxtrIuadrIy1j zN?o?9=l68SC_HQxs#nR32QY-w$E$$Wf&k{o?bK1-B|$fG4!^!w#ZHiv_8` z6YU-=zm23VCE^laQOg`%7FU9koUw@LXB(S&taTgH1TUmv*Q?Jw=%U3O63#6wZMSrc z069EXIdaD69nO6&!;(KV!?am4qI8blVvK^P1%M#kB zhx>STa~5C~6`-K7R^eTh`5^w2`9g`@i@g9psjUv5Uw2CPjZ;lU`~*TC9XkdX@C0iH z{WZt?YP8bL9?Ks_+0CN9>~s6NF{b_K4;qW|fxUMa_T_aO>IY9xJ9?q9N*_PLM|tFf zOe2-PZ7kC!huLUF`$n=#k&Y_Q=$S0OZ9@k*92+C=PW?2T1d>-1spm_#pDNbcRQTQ- zq(b3EGW73q zG_f*UAPx0kM*Q0hVzNt-OS=DS+@GQS*jLsd9w@gYmJYUDzL;(ae|qLV zXzWz^NpE7@6uNFyX=6(Npf~YrdA(QEM5(`GCAFcn;I?WF>=o?!3_?SPZTVOiB)qgi zb8GBjG72sROeS6vsR-GCb0i4|*|hCEA^ z%aN1%cZ8%(OR0%`;dJLh@!RtiB-j^1to4ohL=mSG_sn2S&}_%P@Qr3k{QV|WUf-DC z2BYdtvwe+i`t$ScF0Hu#1#d&gePdOxWo#8rPZl%5&ka>m#6tL95Q=%6&H_b4WOI?h zmsygdMMbBzvr8Q`m^gIjljEU+D#=)2Gw{~aRk%>?Wx4xNiW%}=yWtNBub587`#q;PZ+bUO;jmj@s<^nB&vFB1s$cSJDYOr#6SR;T zi8Q#kAW9A5ww+C8))*$m8CBC9!C$ohLXLX#IwS%C!@5MGYZp|Xb|j_tq0Lv0jLXSD z9lZzI_xW@buqz8%acQ#|rO!!FfZ)IcvpO+znvi}?PR34^fI~}jeXh1rtrgVmC zcV|A48~Ag3+3F(t*Ux(<<%Q=ZdGMW$PwUNUL@M-ppc_uRH7btt&lz^(NIT_=gZXYhx%oF{ZsX4}Yo(9_9KP`=z4k`R8W=+p-qZ8Qbt3LEcQNIelX@*}815GNGPM{JMt zXO->g;+%s20Jq*<%UlzkU0xDd*W*01wQra{ScyLyH~oDXy8pJxtqbiWacLcfGL@k- zpq!5V9Q~|RwHED&rzkhNEZXC+0GdgEvAlk>2$s z1IS64Ix9i{AUpWdr;x$?h%EH0CcIZaZb1L0jv#z(g?0VEEaIjbp-0$h(g{VWufeHE zKR|T9NAnGc&Ay44u*rEm)>yy6WHKuDiXR$>hEwV;MbkL4L1fa)62Q{$Io+GqU@yLp zy1*P0$0PUq?nfjXY}RvpO?wHFC{up@>b_9V6;UiR1{>3Ukik0t<{26k`X2Ca3(YL) zV3aX%CmcK?GLx9U)O=TNQSvz4Wu*+IlcLhZ=3-2pd6XXcW2&q*W=yNqq_4c=Rqlh) zKx3=mwz2E#o4me0SrkKB1#qxH9%6mm6)dRS+o&Et8TpVE%Ed7X_1 zAm$0a$o5zr3S|;g?+EjTF0m~NKCl%{p-l=7;pH##9wgVymy%SQ4`c^ml0|_Trx3w6 z#=3V`DkukDRyer7S)&m8>5Q5DErqCt{4MW%fVK3pE)j}1|W5ak7EQ}oT#HBO)iPR4F*4Q(i^G?48fYm*hu~&s@NjKu1!Vh(YPztl>*sXRY3N&BcIR z2mYb7mIu^}#t-5w@3bgl7Ec^!Ysi;Mo}OY>RJ~Afz~4mJQ>0$#=zl#-$sJul2*(3YbJtROlaG-UAFSHsMie_6=l#h6T31B?O-KiPoh znFoGZ6|EJMb_NE(J2JcxbsEkv?Xoplco_zP#6*oVPBru>;@;S?w7%xfNd_fCZQi|5dnx%H ztHhp?Hu@A}H+{B^d$?37NbEXKgL~wPMSG;TvX+$SYC|i06+yPF*dOF^sKEK#4n+L0 zX0|HM!any-ph7i{K@)SP={IN}IcZ3B*kYd4XNkV@*% z@cLH$Cx3H!Fo8%a(9DjVSJe)&oF_K@HhZqGB9T<9uyZQr*4fe^%lofh{CzYIoSw~V zCVKnP?LJo{`Yf?m(Rrz;X|yVWJE|lC;HK_I=Q6VR$E{m>yQ#!IH}v~vhOB`Gs^i_= z6zgrw;~8r20sd;~wW3zh=l5{3gUHcJ$EI{Tbs{WnF-kZT>1WLSCaHLi##iGY2h+Ci1`WZV z$9>@Xjhk|+;wBY;#5{-p12B`CnjpLW1N@65k`62FuZz!v{tyu~Kd125|EkQjRxQ1|^SD>#uJcF`;IZP_`m82;0Le}NaF>^yWyP}apLJCo!pl-|ny zwZBjez_NIK{k_VFffK!5M1QNCYd z6fnoF_g8Ak6KouJG$zOYW=SLCgyZOl%y=$Pcg6P2og~@ot@`MGGn0j~4xQ0T!41YU z?I&K3suD_d$>p|I(=gtV*6YI#Ipm%1hBMw>E;KDuz=*z=bK0OR)tAx@dW^^*cKdR7 zT^rX^kRmUv9Y7EX2g$ST7?aVx5M4bn;s}^3rY_aW%d#Jj!xix5x|}~|t>^Oo^!pjJ z`>rV&#$xH!uV5dUD(;*uZr&Gq5bM!5uTFKz63TEs+CGf(8M0bf(YjiM4v)@8pm z_82vl>G*YsQrbF@X^uq1Hf}y-bJFv7+$PtKPtNnML7aXFljNtB90c!Jr@)U$uS~V$ z;K6#)ma{duHRr}9LiNu(uFJl1vhFUg#T9BNz_F)>L$3PLkBCbIREytlsq&rMc3On~ z5RpYvt<<2O7kFMuH<(haiE3x2uw#aW$fwk6#>G5?X17e@soA3cw_AQ{*4;WS-#V?N z_{@9yKZ}GC{GKj;PrIkREn>0_u3k8s+={zPy7gmE=f@uG=84TitFW?FePP8)?avko zU!g9Cdi48Tz3t`}dqxyPAj5~k`#JZM8qadJiaJPlp-Z2d{2tr9&HdjJrL||*(^!onlmR^v)C0q9#)81?rG(LVkxOf(~qe_zO4jd z(oB-Aa)F|$AU*vme~BI_FSqOpPWfdBM<8RwC_*gAQs5&i&9%57!7fXa zFCw_6R%#6xfOx6pIJ~Ew2^wJIXeRot9{^8!O1ZxA&c4D;dIkf`6{NAI=uv z_3XDvuj6M=XHO;-{RXk?Yv2XXT~!ulipHl%InBrGjz5aq2Cn-5$>b@r*p0FLDfVXS zU-R>`n%20DGE>dLASDZFR7@;%2vD=(N)WKvi#qz`mm_Y_K(cvcl+O8E43w(RKzahp zl!<)#EFrA7s?J1@!|MellWzd3_?}Npl~Ca^xt2(-+7fhaBu2j%TY++}=z=9X8x=2O zRn2lY*PAl3`lYv1D2XFO5C}4_ngdZCnuR#mBYf_5EVQ{Vrw61Nu7C|Kf{T>0=+p8T zxG$lUrw2(3mz3zW$#BNEh$=QDudzPkW&h>mz0&pehMJN;o((%zrRaqj#n#t5R)0Z; zt7&g(LsfM|mv>@LOv$B!n=|xG&pb!1&HIP;v>{uUa-<|8>>N-UP_^S5` zo%-cp3X~Y^hW*COpuBb%rM&|hAK{Ivi94JliNwhO$J-%bcE{H&Lo~!{HJURz_jEC1uT*~ddc=d9GU#H4 z_Af#ORBQN*)%;{eeCK6_;}-7rXkqzPC8*#ZygXPp*Be}d#^l|3o0Ju2Z&KXAdN*8U zPW(TBq&TKI$G8j-jv;XO+51>0C2t}-TfgcytL<&(q2CESf0<@bPYiHg59(Tf)hkpV z!X!rk3e|tEKGXj|O5I~JvI@g2c{)-SshxtQ{hIktfhb9dXC2e%dy7*=Rj~#U@Cwah zsxc%yxqZD^fTV4v*8I3x*J7ogirA8G2&u9Yp)5~6G14pOKo!^~!{`aHAq6}yS4j~( zr?;m2i&)Qd=a}0K^r+0YH)1&@u5L*?MvsQR(Buc#r0WSKKd2Qm5v6Cy-2Gujf!3fh zg6Ih6I;wnQJDLu_3$}?9X*9~6Y+~SbDK}8GCNS!(o~IKwckOHI_aY0T#U8H!~G=^RSS44wWyC`M7FU(=AnlPPG*>TNmoN)MgLLnVDvMfQHF~ERa^UMI> zSbs9Be9ZTFL^!x>K$WPYGgyYcwroF{X+#lr6?8I@XWcS~KLcn!dQf%}EhA-8lru@r zv64-%0kgM97mKyT4K!4K4GlUJ!S%sEF)zgPJoj-QyGDOvUX9$QRA(GHMWR1#m@42# zqFuXx-xoZcHlCb$VtROg+aY9axeD%Eu2unCv3Z@reHyYvx%pGu&*A5hxSX7(H!$-c zkD?Iyo-B1comfwQYh+hEwZ4pCOzq9tX<8Ws=lGOae@g2jeoe8(NhTh zpSXSNw0H>4+ne)!tvvK0X@cjn4U^447q-MhYavEtD`h6^*Upaax9O=EQNQvK`zxgg zi^yVi0|2HYy;$s!_}gKAd?nY~vLlDH;m}PY>57fciE0 z<5et3@9r6xlA^D@_J&F+x3a*;O-nS6V6+!Rh(du^02~uzu=`X9W0;E=uBzb+$mqAq zRdA&NkX9mg!3cfp3L0IT4_4myvn}qC)<7ButiI8VC z9d6I~#CG;w4r(*gE8#8iFk3ld@@wCZf5CHCYef~g! znfW3+eGQtCfMns%A>2T?Z((&32n{Ym*gVfMP2B7J1~#>vc)^%Vv7OyyOxt?IVq+Rk zpKJ1QfsR;4xnNk?kaoM@1~J$0$qY1>7d*%GL+>c4m?3$;gjJEDl>k2n@z8ZttTD$p zPEbxy7re=7mMD&AO#f)H%SHO;E-|taNYZdtuMh9f7PWAOL7Gkfp1UW zk3XgZ1wci5cu~-uf{Q)BX*G*kW}e~}$tn_<3HntZvLYK}v~%YRLP)e9%+ zdOEU+Xg&J7-OP)G{g}|oKu(XcudBF(x~B!+R-V3XWkk_NCvBNWh4ENi1hvi&3Yv3% zkm$X&mVRKLM4{C0&43j0%Gtc-#*WHHmHqK>z`T{U$1HH)5O z^n2NU5)qCg$XM}anWD^_ZGZX%@_(NN;tuUTm4nl@kw+U3v?i|5@9he`okxaEcfB3L zE9VRa`op7Go@X^~1?HSauPoZrPp*k)4hwBB6}G%tmiGwryMRpoe7~|{J*X1KXC~Ck zF~AkNt-$*`T(SO^?Z%En$`4Tb&msNwW}1qEC&GQYu#y{!`zP!-Y{mLU?;_}49tc)N zk2M~ia-?uTlkLX^j}DxFXk4^L9x!O`_x`Ex(A!oIIQnZ@{I`3bHmb}|*Tn=bC>E~9 zB-8Qw>ifm(>c1_|UN=evGPnP0MqcQm<$3aDK^^e>IAEk^sKx^a=jsb$4 zaRhF~f8Hz_xLf;hYxS_+F_E(m6j@G8`odM`m>UllD%8O;+DG($TF#8Mj*{b@*fivJ z$g{amA7zH${M~367FNWwe7j9zeWDCmB%3NMj9{M}sWwL!F?XCiiAGRpDuVl#6AglX zH?!_oH+C_VD$h2>T(9EY->uk8_cGBKc{U2Ks2dFBbWh1uUvzmpeLA{CsGy?ex|>A~ zm^i{1=4DKb@0Ex96D25N$`m_hI{gHe8bPUpD4$qk4OcU~Q5T25m}hn!&HNgXZM`Z% zM%L__wuZCKRLMv)80KP62d&6uIsy^PwehWh(>gX+*BpZ)MDr)3hiFQxjL+=uUW~v^ zGaXM75xjmZaS&oD8Q47s*60|5b#2NOTpEcrSk*#%a}&o8E{nz*L{$={$gnIzKuASw z;eyBICN@Ots@G`hA|KXKef_gvF__$)7{=Px@;{>iw}vaxp`Vjir=`&V13$$*6XI~Z zKC!0H=oW26aXN?tXG*#OV+gOk%_&+L^GtWpCV4;=sRRD3al4fYSeS-mVAwTcHll)N zW$Bg1K`%t+X~H2g^S5h)PC>FcZoNM2$r`)!RH)RoTM7zw;m~KOhzq6xRS#6;6q zi(n&iCOjCy zSmAq)x0|_RbAqngkb0_sMNRk=Te*-)|EabP#epRXdi;p|cCxLlJn>zMVCTaab@n!M zgf#w^gsognpfW*1{}L{;WXY)p9S4637@#68@BLH3i<;Etv$N1wnardlIz=I00^2Ir z(K&Z{C&+_;nDCP5MVR%{ba}lSK?P3RUOU!ZCO;z$K-E5_Caq_$eHvKyzxX06EXYZ4 zN{q-2Wv%&EH`%DPn8W|A(e88P$!UF~+1j_-43`4x^IFVryS~S)O)pOjUx>;3d6jZA zg4fL{xtmsZiF9)XPUu{gS!P#?DeD0}-R*;zX)>DZ|EWfNh;Bz3!|UpjN~Z1RrDkfs zt1>Gb-5YBEIvEHtSX@Y$_r7)DOwB`2ZSc;Sp!f^afo-lW~r1B4z2fYE^Ns&9;l&EoQhI zhraio_aoI1Ueo2=*wCM?ocFhwxIaIYP~JC+_IpRy6V?0OGf*iET`8Gq>zb5jOVV8n zRCYdCCVi@F`99&aVi6(%I!UrZ(7NfVeC(nWy>uYgMu@V&K7!l=Mcf#wgKJ=kT%;$?=08 zhh~P;%C9|@6eP}a8TlL2N@x;b!El9)XOvE@z5*4*T8|ty%uj|VeSf4tkA8pO@`*uJ zm#o2uYP_^n!n1@7BI2}x=1kd2&(IR3T*|QgkuGX}2!kGO%*<~XkDOLej9h5sdrVc^ znRaP_g3Lph88IGTcQyLWMX+Rd#P1NHxK^RkC8zpur8NIB07_pWbOMw3`%pE_nt~*u#RQpZMlsK+Qe~7I*$zMJ; zgJ?-iQl@B-(%t8kr0uxMeX0_9QGKI1RP~l~EmrzmZaADyOo~NL^98k9)5XJq^e^>1 z&Z`-x)xi1#Mu-5wwz%0uSK`6H52gj*%qe27@+suC z=TGULw;V%18yv#d-~GK#?P3OPb1OXGMqEyc&97IpzVPpKjn2A{ZM85als=c;@OqT6Qo&zu$UHjau=qQyFFQNFOp>2-%T zv+=bj2BkYR(y(5piVDfaslXncSa_h~!oXkjIg4!*{?vvk#iAt(17NcHMUzgccxyS+ zvuOEd7~V>LDxBLA$&)T16*OF3b~Ph7C`d4myu4j7x$}50-kKmFvqa%gS>t7GJ%Aj0 zE355a*F`LgwDtG7fg^AW4JUN5_wYRqt0TD8l;y6RH*KN$lh)+554IeyfcWKVJov@> z3)$-lWAKYAa`=_b&umA;!%)FoFF0g$n@KelU?i9faX`n>E}c5Ws0tm zpMtb4P_$W`%Kyqq>#ZIRtln0F$qjcjNw#W>kiEqwWO2+2+T?p~F`~viBo=G7YQ@=F zieEI&39gz`l*$B%l3}C^d8atvQKnx{Yw6vdPZY}j?ZvMklu;;zrJiogoe{V`w0ZYT z(DeR62V9ciS2^2C{;N)b)RZ*4_P&|6sYd|k{XCHK@flnBLX3OD0!97SQ;6U4gwA5e z%mZ3E3LC@lhfIjVd3(LrL7FNwUOM9j9I+@?MjK+CU?u8O*?RePy!w(^y5FM9|2Dj8 z3%gP^B$E5tw%|kNGlDhoUeQp3k;BRnVM@ua3({xx58}2;aAC6d3;aGWv<RGs5rEZhU`@J!)irP1RtE-H>2M^38q(}rg@bq4lZX3 z$05~>e0#~PR@j6!)9>N5tZAnQ8mL6r%Ln@KtDV%GaTz3Ub|B0$j z93C_l5?BkdiidC#ju?nL(K>49WDjm?ZezOU`uT@e%#y#jjwJiegwosIx(#JJ9xZ#f z)}&I@jDVO7g$LnNg6SFkb};6q_v6i`&wqeEZCW)`(u|K<06#@wKQ`q$F8rGq2Tp8j zR`pnvw1aQWiev|kt@D2W-R8ox4ZN0f%IveHK?PBLliXU5;L8-FP+^~*ga}R_(6$X> z!&>5NLj;M`i_r6{%Cx___ao__$iLEeoo?~XKmge$FZ)5wKp3j8;)AyBN=zO48qt6`Xl4PFf_>><*^io?7-_A%6AWqi4 zRdLSFS&j}<`v?V|n2duH`u};eQyd%E8bL5&&^D9ae~Kq{*-B1+4_*vsRK!;C@YPI&Rr3EVOhr~~ zu$4nZcgzf;Bf0p>!qX0R(u2Vl(v4`n7RUYa(#s6&^|hzRIYc{P8~)FoOoLxey%ThM z&*HXG2rDnQ=%3rGff}`UM0wY0b!1M~&- z!U+0poLF{$@Kd_Txat0(f1RbMGR(7g1HxawO}GgTiFRN650H@q%gouip>+;+W!7D!6`JpZ8flkLY@ccFVOeVG+p_Rx6smyy3Zc6&@ppL+->;q!zBFSS)A&So6q%}-GfV1+ZxvRxPR9}g3D9N zOINFeh%Aqv&(`UU;-_lWzuU}zL7SdZ))a+5tkWZgT7>X9e+)!2nm~i^P#|znHc569 zB;8G@yPr?r-d2}<5M0%|3}IC<8+bKWGqc*G*IdlX)clr}m8wff#-r^b36#Bk4Mx1` z39Z{+@C) zw+=|}r=K6)QkjSmb`$gWzONq9ECoWyqP~vPYkX}id4v2Dmd5F%xz<>9wTGZGAh$ET zfPW?pf*RJ~#eUSPgWJn`tgl?Aqo%%9KPAc@g{}px?HkiAkjURC1 zGqQ}e;?PD%52wh&blzY(M!2)DL)}qsi|{7qn@q3Ei_sDEy$JyV{>pX>?Po`@CXTE% zJj=xkFF2Hy#oW8nvfxOpuEqmQxqfBH!3Z)-U|jC5*URZ!TQO8B1gxx%LN)7&VKD{3 z#IK@sSyc;dB0{R=|79wCf6p9k;AnW3cUo~}_`k2^6}-}#ru$_Ip7N@UAze%Ze_t;R zDgXPoly>&BINqANveq_op^4rwB87GnM?xV2F2{*CEa;)4iKwCR7x9??9273LOL*1c89RWIRpBEd{RD_h6-0 zGvQRDYRycd>=DFKnwm*h2s+*KvexG4zsIk4?EXdXX%kZgsr8>8Jg+YE&OJ~VzR&13 zv7+uh`bP#XK~SyP(nIKH!i;JxW7YxetO#S7M~tsUgJx&!Jb}?6sB%lG=o$E(*&1c0 zbD+m;)1B^6S(w;v+H%~Zgd{)4Q89t362%MRP*5njDm5{j5~ZhKx_{S0lr7!LdHyi= zVGa^*Sb`$b{za@o1KLgYo>8sfKevM+~RBb6NB8XZ~OzZcrE$mvK~ade2X%(t%oj3If&OUz#37W zHqc>R6#3du8Ac>pHt9$NU{l(*${!GiJAif1eNSueie!ANB|EvCwtppRcx#>3!d5H! zz$U?q^$y<9bMv+9|3}kXhqckX-@|EXk+wi-ac$A!?$*)*4Q|1uIDz60g|s*{xRu}% z+}(q_6?d27?jij0e7^7dU#?uUv%9miv*$i@?sJb_k+bf-D17p?>ReYOO{&C#oJ=Ow zk5xK`S1T)2r|sp4bwpa5G+LZvzg#w*m%+0%oDF1jvkWT`&&pBwx#7 z5=*fKe5_*}up+K*XV6;1k<2)^MMR=ydMw{y^+`U3D~Aep-iF?s$o;f1mByVumD4VKw}hJ&yqT z2HJu-N@X==wC_lDfK`9-V$Rd0rLUrsXba3e{_KBP*hUO(yD=UFZI}G$m_65X^Cd_){qu=K3R=bW0xP3m zsJ}>H8NacKr=9XAknDZ*K+!ALRhSKplxCIJt>hWQR(;6wE*Ra(R#IdFGp7EF3Ll#* zFpTQH_PSe*OpVK?@{M{}oSP-#+6ToBy{s>w^yhFSt4**d@r#HM?BjuANVhc0BHRX@{s z%NE6XmP8>^7!+);w^0e{Yf zKhz8th+c92@vvC%`+C77HuFpjh;59Dd{1*sK3#LFlom!*Jk>Ji1csPuLe+L6((LmF zhY*Ke>ao`NMoP8kXCj^(Zw&MrYhWuGOZ3KV;pHA=BfJsW{Qm1Rz~g}E+UxIRauwz) zk;zySd_8CbCX(OS{b={rN_#OqTefbK@`cEwP0dN3f%1I#Fip!ZTc{IfEie~iBkPPdfGhNV1-n3%>E*HBJ_6dr z(!9hyTaRxTWMu?){BJ>;YVV0k>>V9u2r!cd5&@f+#nTF#me3h7bACablHV!s`|_|5 z$fpnGj{q6W%G~}*>KbFs*FQxxy>snnEo!()=X!~#$FcZrCuIc5i_f2OJ;xxD5tv%x z_Jh92?|c!Ihu3Dx2RIzBRaD<~W0`YClxTR$jsE)hcDdZj0gG=zZSXZ|J_mzs5@t@V zlSzNZ7x(<}cq-;obGmkZBNfxL)p41w9^uRB==cnbPI7Of zIhTboqsS2EiQ^fp)#rMc9#2!KYvM)ioWL3Hd~4_(c_UaDi`;sl>QZD^7P+^$DWD!% z)V{CAc;rJ5vcLduDF2(i?q?jTJqy|XTZ*&X??3+gzvy`qS!hA4I;fw{Hv7d&ybLJL ztN>$CZH#STSzVnBTd3%B$!E^xJmc4^7Spry(+z6{0lu z{1U3gxLJClG?vsWbXjbpnI|PSMHOB1N?hSf1GuP)I;tFttTYluU>tdKZ-0M{HcreH z42Y}U@L0J%egu^1ugq&3Z6j%JsUUMgqgzO=+msE3LI*{`5oO(dqqW2K>U*7fS{^}D ztED=jCFl(g!=ygEWxXnL?OUPp81Z)5{;W6L-F*|izy>F*t2tFxo*QjDS$!7x zl#8}TKgc?HhIV%LoZh*%N&BjzNA;C#6W@BX?ESs?MY-M5R)hWqSvOeztx|Cb)(tQD ztZucbXIZyopNy+vZjr%PGA?|6`X%e??69R04(E~qHUBhgHpeG$6By2B zccz>30^sD1vGy8`X^0tCrQ&QN8rRmK$u#=P8VC7-;=Ff(o8&N~kTJ24Z7@$mn>OLA zw48{5blom1wxgeK7)h@RW33X}kQHX$(+b@lb_|-~3&-U~!ebYxk z`g`}+qHiZ7t?g<~Uo5DOzpBF?XIsd6{_cy3R0PgNJJATl^bK@y;g<{oJ0CpzQ}ru;JrPx@hUz${HH# zO!L)}5TC_)j7aMRQkt@$k=*wMTqpr0e@jsyUCJWB~PwN`p z89fwJ9pZ8hk*b0}3jqtF(mzlfIJ1exe zVFgB0M5A`|6>+<--ZP=o{KY0MmcOm+rK4{7EtaP>P2*he3X0@Y&q_LmS*v-B8q{?u z8NOa|blML|uJW_zri#Vnyw2{YhZ4z%#5k}T6@qG4!rm*s)=yso5s6J7Ux^QQxxYJv zF1+faTz$YQC|)Tyy&095QtbfQNZ(|NL@SgTMEX}-UHbFcerI&;Sxk9OxtX?->P%zW z`+RiEfF$U0`vmFkm~8A!G!PJFKPw|lDkQdD(fy5^pINBgW-t1$f7f^(NG^BT`T?&} z@>!=NeMqBPRgXhkit|6=os)d?lfV>#en$>i=-Y>Jy|OV&{^xaFlJC)+NvKq%-r#lz z!b+04ZS}No)l0)G@Aq+@JhPq4U-D|wz~&D3d<(MO{pcI5Xts1N)p7Kz{pJxMx!-q{ znY5~ZFlmdT*}pro*1i#yhCNI07$;y$)6iC%vlA9O5vEBMnUVVB{gD0&yAtbzj0fo+ z@PZQ7TYb9bN4lOUuM?nlTYFB@p5_^i4+D{U8?UIS!l1h840Q&2VX-Q;c!W%_!H z{b1Ysxg?E+CHmhfPd~jo0g%yO92*c;9_X|5DBJo@9o3v)963$*tXayaYPKZK)ubg( zFSkTIHJ{(K>#ihgICJk`G#(Gpggc^Xsy6wmo;^GExFle(7vnYT%*lYz94~YhdLJa#8@V z`3-(~!2z)rC$j0?A zmT`A`;Ro@N+W!!KJ{dL7;SQMi`6@iNjb4j`mEeFDZj<^)UvQdnW7u@`P`O{%Elk&? zOeV4;Gh;cS)=vSG>yV-&20(ARoY6e~ZsO<_CsmPLGgtVhc^`Z#8$X>qmZsbTua_To zepKX_I+rH>As?I`1z6U2eYU!ike4EAolWRiZNM;IrK<1oqHciyMT+L_xeYT6edrw` zfX08s6oLBJ-{bG=v5lOms?1Dw-ZRB;*m-f%b=qo&E?U4p#Y`Pc!>IkPX2J!MYf9o0 z;#l(8Q$8%z`6(kxJQ;I}s4Kk5KWMxue}M_uuI)6LayKiP>?QK^aCJK_L8v8({cYz9 zK30X+xKVz|Up!Z4bMEF=x#T;{jlyNxF2eTJE%dOiAxGO>|1UHG({avXimX?e({L62 zJ+%OrbY0Pvlhqe+NN!vu<@sMlFkjO>2qZe6d=R5kE2&e~Il}TNJiO z!b(Ph2l#cDfJ+}E?%TDvJK_2)Beiw7jB4%%omP}(pP{FhJ*?Tali$bx_NG%h-a4^G zkv7DSxRv)RE%k64>Tks={I(&u@A>BwsP0MsM)rQ@5zrd$sn(&Cvp5+ub>Z`%Y#}u7 zl2K4!m$ldAMV(k|RB|}>no^H8Km6$`^E~g}cB#(te2$wIk8-6vp9|OOw!$XV?Rdn8 zbx6KHg5LQCX2na19QU=T)G?b}yq#J}M84HZR(DX@bTfo-^yY%kbh-?2?2KcuUed8u z)ISN%q}=qCDdxzu=O}T`e+dtyH(>}|Uo?x1z#`qDp4$4#A!wH5cr&$1bFg{rEjB2TGI$;Ry;Z*MzlqrXMKIluK=tgdDI(E=(+5#F3!kx`9kZ6DCuYhX3}t)> z+1UM9XMej9d4nrq^LjjXYd|(XmS#K$H4p-j2R;IP9s!p{p_BPbE0;H^d#Uurh_beT zPw&vIjM2@ZLbSlL3HsA#4VpN7z<;=~9`V1Y>v?6l`|;wh0z-b1c{NUhz+zS0Eg9%eVvhMpxL8He{>I!%l(4#Mt>B+zJ^YAf^TG%HkPxSC)tkpPzsjUtmGf*I&=I172jPpW)N~y8>~(%^ZWL6 zM87h&?9Jgw^tr~)4CDsZg^)dg9h{o1-5OA2R_#_rv%vMw?)OX7gr)_HtlWGHW7!XH z?C)1+>g1XYCUdIAUetqGg{1dUCUWkdby_eqJHgk1k{k0z_nT96@D(%{k~xeXVDgCt zbwpR|Ij6DKtHBC5j1WDeoPlF}%XrEk)+fx6-6V62nS59!;V(*72fuf#LXu^unn ztHT&da}3)TqsimQzRKt)p6y78Q4z@4iLr@X1`fMYznxZ>^*aMc0bd20di3=f_xJ8j zH=O>p^OqmASI+}X+Tity`&gZDcEe-@)9_Dz7w8+Q_1H zVNe!o^{$5orWI3lZZysp8SJ7pW7usxUqIG}UHqdhCpyK2v{z|rM}jHr1E-00_7_aC zsBEfXH{!eM+Bzff*G--uiwird**PuXqGli$QeViW72Gx8+&VuS`cTvq0Iokw@S1 zq8LnqygR4{{L@?mo$f2QG#oRZV!~hr*HJ{xi)xpZBjW>x z(iN|F>ZIWf>)DuZye7ozW|dgD!qb9kxtUTE>8O}v$~(rtVlTjepW222GKx~$Is9*3 zGq7Pb)dWqN)hav+16Vsc?7CjmGDX%t3`RRTQz*(7vJ(9D-YM$Fc@du+J%)9%SP2i7 zkC7Pk{z&ZtrQp|rrGY2+??U7egQDfy`4rAGwDq?VbV_EC*F0DuCj%P9Xpgks;aN2&3+ECzwIM<1+`18G4z65AsqjL6HfJ40^*3n zK`HsG&lp2YrQq#4G4ju2$uQ9`cEH6^bEcf+m5Mhi#E-(sVHECfrQpY=uYigk; zwqb@Mw1BwAE%4<(0HucP6P-^zDl=PKI}iHfI)V6BaI)R=^RtWlh~;DX^1Ar<3lt31 z(GT#cWDoVp=rI%(Yw~Hc!0_7cQL!fXcZmC05%VIpSP)a4qYmUGeer8_CQ!@x838m# z#B3wQduo4Jiu1L0h&_{bmhm-#K;VvW8|f&~1SPvPKZDZ1ejP+TM!V4tkE3J>w!bie zSoHMRR~fu6s!HyhcX1+u4$?jXJS2GUG&tAxi8p11B`+r-r~HTBmIzj)#{0{&|+{{J;kCcOpU4uj`A z^ORkQ5OW;aJX{7nsy&cZ{)7#i%AL$^eHLd?-L8??FtwIWzHFuzo>(_rD>FOr4)+t- z%r6INXE$Dv@}01M>^gt^Q^MlLqx7WoV*A${ysPfFOH#E|1kMgH_(unsqX(%kSqoZg*nKD~l-}c7_(v)Fgz|Pq7#Br^ctKbo7Z)88IV~+c$j^K6A z(_9bIviCqccSuPhnk=mYQ%!ZP?3=w1N$sg;HLr50&W$lNI#HGh0%MPy<}Ua`PVkKr zz8;MMZ5>vu5}wr&@8KOlF-8@0@TW5rdA5ZIx?S;>f`?$jz8X~6rYPqH{ywYU4B<$3 zZqcB~?Pn=xSS>CqCs8ttYzYoIN^tWK=B}j8%^h(^s7sjyoM^bTHGSe1g_S2)wK*ZZ z^T3(7uAdBS4O;#z-eqG?3}BQ3RSE)H8%As-dgaO+V%EKjT&&iheQPRq&QXAV>bw&6 z;}F=HK-kAnGV^cw^*vMbqIV!0MLSVu9lzURPAl2&X_GRkN8w5r@eq;O`LfD^&PU3p z;x?gTT2+3~Y{ddrYt%+p?*LDJiou1RyJ)H$O30OYa)9u-oiL^^$e_JRi>a({qpPly ziQ2Pdik>Ci*g(5MFc|(1K`%p$W5R-voJyGg*qiGcZ}PJLeXr{U|MUD&rm!*XZ}9>o zJG+LK)mv_&w^+HkIVt(HB`@<~OJr?;3XF?l9TVbnTPC{c>Q~^a4?RwTb!UVc`3ssX zDQdqj9%P$zlpX;Ry!&A#JPQTyv5|#eOV%xJd$^U;rkTFy5oM<;<^G8NrxH&auV9yr zHQ%5p*EPTQLKQoteBP!>kw0=sFDzoa<7F`&Kn6Tk_Mypzw@ixH&=RW@(&u)MY7#sz zzPosdz%JQ(=(_JQi>hTVTKx!tYWZ-k_5P&>x!%utRfX1|zXgT`YpDdBKg4Yv8P+?@ z|15L_zO?ggjvjNKuKad_f!XJ1;1-p5XAyK~kQu7LTa~2!R3o0oT^zr@xPo8@Xy+vi za+k`<^9Cb^Jth0pSNGu+5nvAE2zS=|1mm$3Jm;BK?g@l7?MXAQfq|ZELDArMH<98m zF`dF~BXUqzns{0Bhaz{9+3`Jo0)pUgf&e_nCbAySZvDE-sqdG>pyoQB#iOLu4g4Ui z{JvG>Qc?8ZsygP2mpt1_Q}LHJvUQ7h`oq-J76F{|+4si3N6)w%x9*O1({3(~=WC2) ziKDQ$8>Q>FOd`RZfuhc7bMH3pG=hOs;dyfr1qABtCJ14&k)BC)x;WhuWi;bRce0z*rE2&-$(%qA z{uR6HZTs=qw8GynXgI}7_VyhXYn^1E3odc7D%L^<1-5OQ@tBFVD4^hVuDqssY%}N z+SeQMo-Xrni^jA6s<)&+hyHXNZzML-OGEXeXm-xHJnr;U3JVdV$fi9TpuO$GFWdo{ z4rk%;#X8k$YAm~&V49Hc{4d91wvG~xTq_`Sv`b_kp@A4FTq9h{zBS{x9M0dPDEb2Q z>H@CmN=(W+hs6dP?1+qnpK+7&FT^{q=`ZfKsLd~NIBdr=n`mgTuu~jQFU#OZ%vfaS z<;3L7$ea0XgACy5?ETL$QcUwPOZ9GQ=O+{+rk4`9ss9jZNa1mGIv^wJj~8le`cJk; zbaa6nolTTgyfMIQetC_P!-!v|A9%1Lq!$;I6|~C4hGlR>Z1);Vi_dnyX>6IRe!sua zVgsX?$719gr)2C~6_3l3+DWtiyEoL@#;3`>94 z>(h_-+7fT*5cpRPK%O{yzaeG-O;}CGrB*31UfwezRRL~5G|1CnTM!Hz|Q)8 zc#Ct_mAxs1I(4(x-O(Y*FjCg?H&?1_U_Vb#i{^e>*vv6>fdoN;Jp*cd)VZO?h-k8F`ZTP+wxHi03TZWKH2J5ZhPb{r`_vE~U;o_Foknhs4pR zB8o`F*jS`X?f3p|^(4B~ODH)XD<&$n*eQsM@0ao}xOV!w_+-tdefD+zdwGW#eDK+Z z%+*7-gCkwr#r8EN-dwaM48D;a+0ulJ5 z{cQKNyr*q;j(sYO;NHrJskg1*h;BenUhjgTW14}NVUR#rRGGP%gLrGPM; zGy$f`ST&kpT`S6d{CyOEW$_~*9!0Zleqho%j)e4`Q4}<5ZVG?ftvN3kY|D1E z_SRhY>owzHKm{4)y^ENm!P_4a|WmtIR2B9(suz#ev->KOa0oO~i`wSG$8_ygh0E(ndb4KT7~ ze-Hg)K@ii8b&}?II02W(`c3zp^UA5Q$UYPuyDdcgk?1S|+UIp?`$O@qZHgWG&obU= z`i>-~ub}CgnR(C|nhu2~Yt_e0ZN!kd0hyB)z6}Z@B#lPuitM8U9zD0B* z1263v&^S7&i`1n@_+GL1;g$vo(iRwd$p~8pQ?fpPKVh$bpDuUtoAcQ}^)Axrrurg` z4j6w+ho0kRA3S-FJ966wUT6NHzeURq6---Y_a;nN;-N*EIzfPq3x7)!WX}D3e)dkQ zDlhPdB*~Bo)@hNdmDkfKO`^Wi~ zp7O;Hi8QOW7=yIg0^=L&x5AD4s9|@Sc{jxQ#6`wlLUwUFob^|4_o|I%YVoGe;G0n1 z2zaF=+{x=I5}ao=J_g}ITRpqYrQHa`*x3-_Iyq4Zx9xLDrevw zVraUqtA%9KO~4Ru{1r1(Y|2lssf&}^xBvn>NfDojA{%td-*M1Os7W!E$q-~vdAx*- zpg&`GTzadf@vxLeCt^l^N`dQB+%q#R_lF7#*}KkL%^!ogimp2$p9j2QKA5SggXCuD zDKLj4DpLVd5F=+fsVK~AelNcnHZ54`HC88`yv-ME%GI9#EAOtxoTB{zr8GzBKTLwp{zC;?yLcsfNd$>4cU{E6`_DA6wd^=nJXI-7~aMPWUs zcvuvH`?1k^DM{|Y#+@dprY;`u3X3{tI(0dRBP*!?tWYN@vQ)`BezSd(Aa6-` zKKo&keR3xU;Ujus8kK}cAiJe(wS-53CP*cf(u8O@^>Ey6xO>S;ZRko5db9`e5O8W8 zs@^TV06l7?9dAK1E>TgkPZQQj73*UJZi7|jL@VKy zsK!5nR}_c8St%pd>t}dMSLH7+`Tq^pw5s=sOM~aZy03~*Np^T%DHo-S{N^Ns>=Ca( zSp36OqvT0jixTe0eLZ#dt3NkP*97P2g@q`4eZl+rv?|}fryap*UNev!urGB}d4yg) zR*DA3=y%6EE%S$)nw>k!7pM{7wNb&A8+Y-wWAFRPhNeD92r4ofJaA%Eu~oEMDY_ zzw8G;x<3azFvrZ(BV(T2sS+mtgMFsP9+vakBjzc)2*5roTe&2POMFAcv3hGst3f3W zYmEC-59rbMGO1z1jAftv`WL$g;(=dgzi;p&Cyqvs-~3!?Uy8+DJ_kWJthksR$rjlW zd*}oi<-OIa8qV^t-NqYZHvI?23|t%9I9SOny-|iS&z_TuDFNx-`aj>Q>ulQPLs+iX zGHyIld=hWRYk#ec3D=@r^*hA)5>ac&LR#k;f5UATW!$Jwbr|QRoZ2VxNt4tzZxonr zxPg87@Ft<>(k47MHeZ8Cj}O~o*|#yE-s2B`Uz*M~>e!S&X}J{P&`x0tlF7WnR#(+L zO1`iJVLex6Y|QFOTAOT&8_*_N8ap-kLQUnzAy`=E%d1#dTNehPa!c2r%3mIDRq?Tp=>wwah*#b?**tPB6GSkS(o@|9~mh&5WXM|}oE`<59CdK>nZs}GuStNXo zzMv4=e9nEutwzN|iCavZxbYr5V?RJs;lPM+=le92MM$Gaum*e8Q z|J_8>OF9!Oi9Rk1z&!|2x!W!GNBykSSALE_Dk8VA?;GjlL$*SlDpF-n1CH;^pQ}Y}j5~ZXSd0NhGqt89Ja_fOlJD$h z=cIP_a%1!z9<_uOF(8y|5l?+WF#`eJkEbwI3vWZ>mXy$>s+wQqLvYS0xP z-NzDc4O10}D$G%s$bx>WzB%lbcrWrB|F69QFK;Ic%B;|IHV68bHSg#T^x~c-dsZ~Q z(EN9{Cm+b2#*O-0dL^#+*|#=~IoFl}eoiJ(>hu$D1=T#QKJJJ}-yAO3$62V`i_p3k zYy0)19FQB*aY2e?)zYxq?wpT}Q~+t4c+!n<+4MEJf4>?Bvf^0pcs>GL5%FJU@BlAz zV#kXEV+2ggYY7n1c?(7|s*c21^>B-1`@UAQ^_cUA7h$Aj!!h2cYHZlT^i!u^{sF%o zbBSYsf}S4KajxWb8qy5KoRr>eYaYnGfN3r=ohah~HGprSG}y3QF=;of$o0O-lU{RY zz)A8rR)_JHqj{KNa46OwQaGNgi{w}(p6vdTu67-`51KtUyhE2hxVz7~@jLPKlyEFr z5F$S!jNzv@jbLrD$CbHf6sV1KX2u$rZ?(gh@+j(G8~jx*bu~=zN zHCflrbdV4Rt#Q|L6QW24mMCpQLwdb_sP;NF$g~s9j>4A)2_n7{`lF^yXt0;*1GDgc zUXhkIMu9o>9){N8Ah|t7P8hf1e2*NNpj!{C(x9>+K`@=2XMyoaV22!4bc+AjdLwrA z{UnsOE#t|H-?rd_! zUBD5n@)9~bmzDI*UZtbA@|BN(@n|`U-7!CUI&qu)YDcl@1MSV8xt&EVI;!TOY=XKi z1LA0VXNIm1h3@e}H1Q73{PaH0@}+Vpbaf>AlUwB=o(Pc$q3Ed1^k(n->5K{U7ed=v zHRbW^CM4kplDd0|r*!|&<_>Lc*SV`kj7^JgYKhoY&?=MR zQNUdVh}{L%!K*T#fgFT1*NX1LaJ3%QX%f*dwIPMEX=&A$H6a2HE2&nwNjzD8!rh|x zBC7Mv(F|vtDd8+IB1J%vJb{BUa^a@GzZjYZspIKDfp7%}|$&&}A8;V+uo| z@(vmdT&)RdgiqK^LE43bCpeT}((KD62-*am)gL(Jh0l zrdkT6=z5`^=^4W$|JUg0Tnd&KIW;criN_*N=7OTNoVWv*HjWpi%^A_EP!W`D~f(4wzrdBlH;-9^{1 z^e1z-r|10iWT+a6^UFAs-4m%7@fuXD%NtT4qmuVmAAT(Ta&kxF@KecoaEP_6Fghx| z0ao*H?=0ud5rdH1N7rC)8RAPxu0CS>wz_r8JoOZ_dl__2pWqNyQHtTAiE{C1X zL}JgUlCj}2b~%x7(V9Y{*uSZ!`U|pnyFj$RrNFeePSUNAY5Y!&`EtGXUvZHsMueVa zK-s{M5OTjZ-jeA#JNo8${c5RXc;npA!C6F7Hrl>Sb~)b)YPxTlyx_!7jP)t7J^y%DAe%czK_ThWSAJ=n0`%Sb6_<||abO@Y0pB6Mf9`Jm?DTQjM%n{L}s^I;MA zvTjogX){7B%Yjcn1J1H`{w&^IMfg0&*881t6oK-2(My{b z7oWa-OTKlG+=8K1L7HxY*UDQuYIEqQYW{ywmGqYE!@O8E>QIup`ZZwK+Jx&l6(PuG zFg}7O!x?19Z#7x@#Yxtyzo7~2tKxC2?*UtET^Bw1<7+ue%Nh!;BxZ`3QjO5fG3}Nf zZ{C=s#>8q-%6y7kvVO;vF-9U5`?24^)HraxkgL60`-!Yq=mZlj?Cs>YUA110?rz>e zK2KW>T6;+-$XV%3H9O(=XHYL?|m5|7VD3p4P=BB0@LVi4l6p$pX_4BCyFnh+4qTE!_}iBtz9gHM(O}8#vn;#R3ff9=X4lU1&lQ@%K{d{>-kBcq}@_2bGFj(OxIVR8u*>Wi=iL; zx{W=<_w~F)Ly4kq3!C0T2|BH>Vx=K;akOG5Hq9r6^dSpDj^vPkv{jc)?;Y=}4Z5a} z1FHM|`o@_-^Mw)_0Gq!Z)6QUtP*iXTIv!5`=tzYoaea#Lh1tOzfwvliG2<+?YqiV6%XtTn)ITI)vPq#-Ej~zZ2}o_V+zxBK#sh;r^?yrHw}xjVj+3> zymRshAV2C!CP7{rjYQ2#Np2OQTs8v2mW`s|5wY_xPlb%LKI~(l;>xmm9Dlph#G~Kh zxzo2@MYj_@aZnyg@~JUJy<~K95*<-koWU)G1Z9~ryf#O<1)B6>p*dhCe8p?#tp$Gs zm}j6w?5}j+E}Rt`zN}tZwX32&F$&#DH?>g_>xAA-6JJZ3xz&Zuka!z`x5^E^_GkxZ{yjgwbPSL94FvTC|(k-d7z_RknqcbJ5$LG z!|aDYc{fErZ{i8Bh+kI7%RDH<)w43<(~amPi-r4JLEdN}my~#Nw|;e+leTBl?uB6( z#xeWK@m7oIq)9$Oo-8+!B|N-==%1;gl-G=pJY#e_uHAsqcYFH**!6cLH@X-jE`wyt zXE5_zk!aSCKW$p)S^kjY+th6Sa=siUibC_h1i>pAc;CR&za4i%g3twZBKDQ)QjtqP z<+8WBVASwzK))%#i(hTLQ~9gB3}6LcnWd;I#m6f*ZX~o##M;Hd zb4U57Wk>xetW3&wI9S@333HlZwqg@zHIefzAE(8Lry-MblUmynz`Bq-7qSw7Riko$JuNt4Ukg6a!! zCCrxh7ccb9emFx^Yn{=B2aTw=VNhS@uzzC_lxeurl75IL7Rq0chf>?*20oX&TdImB z2z4zkF@w@nEI>y2k%fZehxD6Wtl8uW3PRT4@sIze{yP8J#tSvcDG#xzXLtLsJ~>B6 z`m`m;fa}kn4?9#g{*y?ueB~c!{`GHF-L{(uTZx@@DRCV0X@PzG3z9(x@OD<6c}u@b zR`0Gvd%%o0aS9Q@b%&@Kwk0En9NL`e)RdDrbZ%uCTdgSvo9r9r@cq-vBMMwsekEU^ z!>1yFQ|cAI@YzcDE{(7O*Pt$dZ}u2;UCVu_2no7t>~rglzAQy_NDwznJWKzs*wDk8 zizilzFntlaq*vd*)?|2?-jRqRSOERADMO9?M(ep}JDqq~>4({z3bGgSP9_m^r%#}- z#lu|{a~B9EFtbpDku!YoL3a954f798-Lu zbjsfPLygfk#B-QG>)9%Fb*1icDzPn*P zF@AlCxJ}UoS7JWv>+&KlGO~E*(~Z^(7UlYIygvj!BvOk^%035j-q@dUcn0c7-f$vE zr1s_SHO!p|uiovT)g>}1D=#gQM>&GGT%TyT)8CmiK@RdOrpx(5CClv+RaE1?eCs58 zg|8x8U;4uUyCXIJ(${Fy*1v1SHU4l0VXszrqd5)K#&$VoaJ)Y&DvuqrBpa<|u9JA{ zH-eS0J<`KP6|K?J;Dm=KROr?!T$!+y<=5$=4E?l4l@SpvJmM+7x3%3Mk+n~G%JqJ! zhwv4#u=xI9fntY99%TOnm2}WapadfH%(jn5Yi9q`|J6Jc-_wd3>;1X<<)F3GaY3CP z!Qwv6V1>+Ao5vogXZd;F4CqaVI|_QW>=^*xl=T&VyaQGEIDIUW(zbR8Fj$%w`)5)( zS-@a!b`NP6!F~s0eq#lfcKJ5oJQnsh#yhn3m%UlV5eM3}z=H0Wa)z4!WsO)S-M+F& zbDQ&%|ArR(FPzBif8_RVyw{n#t4N?k{f_FIk!gvYd*3f5#PfHFe?+M{8+%;0Yl3o0-UbYFm%bg!k0rBsw6F+XU(EU9_^% z5uI=Vd9e0?-J?9wvj>8IqmHgv$sLwtO15=d(vpm_yn#fI9+I4K_9EL9y_Y{gj?qx{ zMG1S1{#Ua^rD}I^Z3NRr5k$%Q3sAC2aopZhvJ)9hDNEOElDLAh@R*?M!Hh+30Qo>J z3vIkLtDR0}b!ECtS#E@og;#UjZQZ{BS3P5p}4m@4GTZTP*x?5bWHx3-OW`C2bdSc=+mY=QBiOROfAQ1 zu`n>e-f;34q7<-6bEU(btNt+JO{Zoc^8wS$pJfa#ZZ#SBO+2CE2WEq#>480is zsGXKu&oUEt@z2Y};cs4<+QCeW!EnFOMM3)uE|&NTvYirLdUyVygWXxPi8xA-Ok8Y? zaFK$ExMzN96x24CmekktlQ_%fILFY7GV+M8xdP6zdOwK^N_GhRa5b3-mo_g5UyTb= z|5i;}kaR0zmD76X_%SK8`zae4(XWAXotZnRTboo$lj~K{-}mv!vsyxTKEvG`Ri~r+ z6aQviEBNFlfKfc6Q@snMG>xMh^4Jk`0tsYPyW{#@pC|%3Rpae+forqTj%vFCv4xd= zO4qZPoM>p)hK;lxDFo}1U)7Ejx6rzK{rLgu9e1Z6WZTlJs|Q?Y__l zA6AZ|Nol83|ELdoSZes_z1^XbzFjriSKrvh=+c^B0IG6(hB?Tb^%9=MPbrfQn}dz$ zhm@`7YlV|2CdorxE~R_RvPDQi?i}acHf?v`znMGPP`VJ-9H;XQH`K6dP?!YJcn#G5 z8Jfee%FoYzKFD7MAiI@_&*kL%H?#Q()|M4TQhKcRO;e~NtiY}!Nj7Cx*PO6ztSX^{ z%FsD7wqL==X|5!`LI%IZITW4Pi-vSF{3wfJO$|5SvU7owQ%>pI7ro9F)$D;k ze>ETJ7ZmS>c_z?bi$B-T$toRMBVjUgA{k4z$-^0VinxR5pT?-pV(Cfn-*Uo_@Le{?vLbB z2AkY3eBG!VZzmSSkjM*_%JM!!eKw&KHA}}F^JqLW=E6sSz@oEsM|b`@w2TQxE!6!v zRz{JFppA+-C}%tBy?DX%kli+P#qm-2dnr+Lt#X38q!dRrAi+ymJRTNpnz~2En|JEL zz2$k0NBZgpUwz|FQ(W?cJAN0OR&k)*2y#3(K>!QMZrz#kA5B+p!v+LDQqyG@I8MEx zYm7_*&AJBvdJ1r0Z5An#WyyvgZWJ;pxwe} zcZ?8K6`#EHOAxD@L2_h zA!UAr5XOVeBjBG*b1p@YUVi_o9nl_)f)3o?D;)g@xS%u8mRv_O5}7*|A`|xrwS!wO z1XZ}>uocI8c$z99HY8b z9(%Up%H27tdDNFIT*7;xur3dYkKUjz_nWeP7vl{PFSQd((+>Y>nk#yKr*6x3IHS?v zr&!r6oj|%&TMWhHQl3bgEAciUzUwD@hX`R7EjL;6-{T#-AD7LsCaCsk3HN&n@c8wN zx?$9)2i6X%w#RLe9NlJ$%=XmHMIpBGY@aT4stgx%Y)P79N1SF`ZriV6jk%7(<<~B~ zZM^fzhw#1t-C`PCfj4u{iZ4k}tOZ${S42bmV9KmN+Lnxd?K92DvF5m|<-6mrp9? zc+b5NRS^YA^-?b!_uWU!D$h*i*pc#RL{1mja;i~B@+LIa%l{{f4`=tW-5{aLn)XJC zGdp|I;*TVB_Rr`i6k+XzF57@6*(WS$pJYchbbjJL4S_;I_X8YFi$x!~+3)D({JHPs zk6hpPIN}SA(C&mr?x=xzRz~x_oQ^&%pu`M`MeeaX82!dPHxHbl3xxV3(a(8#u?!s_ zaCg8~Qhg;i<+DB!rNzEdm3eInx0WHD7Ed-zHhVz6?EOr}bUW28xPvk*>3yh_+yJqZ z^tWo=K>lP)GvuK6(Pgq$@w_ILhCGPW%~8V5=(&VIiW{yTv;5pwXqVFFh{ zVP*79zDG6!igM;O{10UhcalgDC{}y6jY?`E{mu;1lUR%TZ)|`mMMA6ai5 z71j4fjSnCxA<~U>=g^JP-8z6s2+R=D2uO*54Baqv4BefABHi5~-AGINUO(S=t>3%W z?;nOWGk5ND?mg?C=REt_dl&F*ZqAAU9#pSH0k&6S$HO0)4Gn3w;6IOJjWSmNEg+KD z?qT--39X0-ty|)q1I7{OZ2|^A`QxfhkA(zl*zMoK7vI{Ha;#i6OyNE}4m!dPcVzpws1(YF7aQoR2= zff<|smr0;rZr-i^v{(TM2^c5cgSX3|pWo$h#|GiQYn1o@PAZ09XN!fz_MCn8(*nFy zS#^t#gmkAx87I$Noe6;1wV_n!Kk(lGtp1y_&|}tm7OiU;$WNcUV9|4cCeopF4{JS0 z=BM`h>VFjb|NDK$+@*G`ZlSa)*v_nJ;&*PQm$cP%r}^To;>SclUhNnCXZ(on?BDd8 zSNd zu%ia1V$&gY0r{@4*d7lBGL=dGJ++roPD4=zvg`b<9Q;QQc3DKid-uGBjt4`#U3xmD z?##d@Pd;~UVJ`-2!(jD5CmTc7H6D?BJvQJRhW!`h^A}XE+1MODs(`Z=AD9Hldl<#C zHKcjAN_~}Q&qoMUd?1Dq(K9m0%RnaIJVl9cs}RwzwVCBf^P)(}nrTtfws<=7u~Lta zN-s2L$2?hdp0U_%viMYL%6r_2g*|L1{1M#PYh3;BIdvqR3jtI-i3(C)5FvG(}8 zEUVVPUhT^Ns`#}h4+T9LollV7_OjO-Wf@3c5?&MiD*_g?F&Q1q4a!+z4j=um>gcD!nrmR?2Oj6x6UCY@?S%Y+;ozOrCx!9s0;?`!U86fPm^xxfAE;+OX`rKQ^hU*t$%Ap9-m- zrrdh!yPLd-K*JKTE21XvkVWG)yXDuqJ-&>l9Z=G)Rs z*2ztFhT$?#9)S=#Gi>O+FW_c0nSukPfm_9+s$Bj*OjE z!ltxanVN4o6<}weH$E*(i}c?96!FWKgTK(GRIewCeBUnRfIY28su*wn@yPZmn-a{d zMqVZ)fUSHpBVqE}BL5?r(TwQWJGR1KGA(Rqf=7B;Yv2xOvdsQ4^p`I>9dC9v?q5*d z045eRWZQZ-F}K^7J=R!4Y(f000K-*{f4?bPea)@gp}(L;q5U_fM4!ge_%=gRYYGp# z!c~Fcpus~?UN%XxhqlW1yzD{F5@Jl-9#}#$*O0OljLQaT823vrsvw4_E;K?X%mdT;?8rS>m_rN>{lwqihtVamK~+vfJ5pKTO`Y z>iVFvyj~pchN*)-qxVY46qk76@m${3=g~Ab`}p~3hsvZDC+#KEWL-`Tb8)>v_RA~x z7xVI38}}!gtcj6WYBxmL_YiHBm40Q7)@ijoXH@N0Dio@NipO1h0&PEh83wA-R{-Ht zV2X&$!k7!@Uyr+CPJ);AmH$QO2UUcr_H%Evi^4+~s~xsc!Sqe62lhrvne$JTV;FLf z!K6y3TYzddCW}W_>SKxPkfA&Q>r74|4MlETQqjSMAt8jq6*1VBNO^2DBDjz@aY>@a zqG(UJP+Qn)n0QqTB>-*>8TYdiO}-h0%KF@NXBAgZBH33~n71>&712Jv{LHUy+T9lX z1D^z|x29*6dz6uRI7#~3rXbvh_ITyzE4nnSV|tsFMTHs*{&0{JKhGid6!JNo5vEK) zai%Af_G>0D$|O`A{#JU~Up5XimiZyV73P2V3aL3i)Y@q&JI2-B{fKqtlzht%z>o(K^a-!siZeTZK z10P5loqn{Q{>Hr9@q$(st|Ih`QFSY2a_Oe#av&;^`g(lfz8%t5X3ad6%p^|R@bqav zE!45!ub;?eFkZusoazrpuAP`Y$$DMljPlR$v035_<w@4Han5;1-m7RtZ@*vWr?Som;dPq$o}ng@QY=G#<|Ih>Pe zRR#Ys`U6|B9j1Go;=)im_iBe3nl&F2f9+M;8Lg^4_^^P4_;w`{%hbMjJmS5w61}VU zcgdWJFsc`Un36XWD%}aw9Z!a2fgUOA5rR6GVbQT93SVTF3o?WmybXrN5z_xoWiXjT zV^~1ygmTTHKHic%!@49!Xt**#7LlZ$0bs=$_G@Nq1(2*|k-MY&{ec)SDfDNhBDMwM zu_nVY_4!PMRYpQ3wjrd@T$4&?_)?Z3)}78r;@x_z3O^+fktu2B_4CN2-shHbv#2SQ zk}+6)Ajblx_mP=)a(wrf1K8PX%A$NQGKo?;cA zwSw!*9^+rsq^l_GucJdBlxKO4ByX)*x_C9T7h4}VS}*>FlzFKM7Ds-B)k|?Z{d6t1 z=etaXaF`z1k;I%xPQ{MeOa<4`j3lXMM~2t(=eld>96lLvgx zQmhW|cDh~XjV*89X+I>zy%rIq>FIfFguXOUGqq0$c!Ijb?WE7I|3xs zlF=3|Gg177dAh!~h8;&p-s86b!p8CDb8s&DIQ^Ysg zgrsgapR0?vc5$bhMxNp>`5ekpvc;L*O0I*wOS!^qYqylK4%;%VgbgS1oNs%TqD0#c zW^lyUGgQY5D(3ZzH1lede137e2u~O=ul0xteK43l+6i1Yv8=UjBAdDLTOW|bPbGnP zG{>q9^P^3)-8MCA{W6rI6lHt4K6QX!`Q#;@knAIKqx!nMUFPRurU(hE?Q-UP95Iri z#SexaOmX96X+LAtV%tM^l-*x1S&ej^m#ni9JAJMeO50R8vjEZlDR%5q-j!a4GFl#e zp)?F(Zzc`%7^rl=^!JS1N(v_8-J!Z1Ae+v zf6~|E>cUD z{9bg>Fk8Mx6DyD8V=TrMD^=aBRh1z!HQ?EbQ^7)@?eB zg0KE`ib6XYHVucs6)9r)E-JutHJSKO$yDv@(nuBV)aOWS$Eec}?>^BbOD76nNEz4# zsIa{3A~dp?svrunP;l!dW2#r;`mOU}*+arTWJN&?hl6F}D6FsBHR-lNJg&YL{g4Rs zX^BpCC6hsL^<`28snepqurKMNhjK}rt?=-*l2DTYPIL-gPrSvI&{*owh{+L<=MmWVK*X_kEiZ1g1>MYQR2Y{}9O9tal$-bFYoPz+ z(UflzT2~Rl^b2hzZeAafk|%XAbdA2T_0ND6by8fE8Q+EHl`S#!o`oro_#T+%q{h(9 zt+#V2{rhj@@umDG09-d0-)DbA_M}ZpWV3Z-FNt&ZaVi6P0RJd%D-}`r; z%L}646A1LTO+{=MI1C10OaCZae6u`~XQgyn5$V^Bd0T`cT^H@WX%5mkWDm^14`!!d zlI|{NQz*zx`HJZesW_9&@{QyJvA;p@)sjrci=UjxK3kl~KPPr)K+NhC8kRhJVy+(Z zys4Z2@(GPt$r%i{Yl}Pwg%~gk(TL1=O=7`+qSG(Yp{ElHI13I$-DV^uSA<(B*f58- zJF;}xITZ5Q{45)if6(+V_sUMK{a%jQq+Dqcr@%#`hbEn^m!mUT)Kad}trMy0&^vf3 zj?J8;i^ji@2QsjU$HXY``RZ}RiYr?3T&1}m6P_Z`El^O-5^HYO&U0HrNBqsEou5=> z>S`Q&6}?(t^7}sfAiv44qIYkb;i7(rX_5M?Iurul+X2w8X}&!B@B|zTseBxE3k*Yw zHQh4p_#{|5m;R->2Bgk~hBYDf)`GHIDJ9Pzy7th~YU3>>pHR#bcU?v-GrUU3*pE zX>B{}l);7(VJVpfY1{VO0o=79L;kVZm$s#pihw{=w+pJvd%az|+G_scC+f;QVnuPS zJUo5y8%CfYsZmEU><>^Et*M+aRv2Dht_F;D8 z;7UtXY`a$2(bm?c^M-XI^Ktq8{rxDXv1qhPMaM}WKsPAvQZ?G+p8bzU;C;4>aM}|9 za2O%_345dCp^oceZ4~U5@USF08;XDP<;34idhPzNM-)Qe$ zE=d{zkY#N|wBaXz)q~;g$mH9vT}>xI%ZN{yBJrV_+$%O0CWGETWx}`4=;(-GjVqlJaBV z=pO_3H!E9Ki3ak;)WY8Dg~W$|V!CI%zvm5RL&LZlfPnF{D;G?b>OIT-{4t*xRA(Kb z%?8T-Y@3Zm_9%k{KyUxlLJbyR73D7|{tMDfer&G1EUD>l4tE>&nm)LrP-^Z>=M#>_nPSW+iZbb_a>cBqae5w^0nGiMCAuFqAEg69QP*y#2vCFJu z_(lYQKIHDCDy14UPMlQu2)@^LBKtE$Fs&k0}? zai9A1>MJdARM4KQ(SA#q+r;V&kx5jPTk)$qq&D*8O@(K)P{j^1Pd5lNqVl;+|Ae(j zdL);h52Z!PDt8g=nEEB%D4MB$YlvM|&zU01ywFZVLT1NPEubX{i(5u!v#z5Khm-xy zsA@qilCIA#f#=xDP{6pNipG73I|CDbywxa-zEXKigtjqLMg=^Q9RA2^ z=k+?-n)jlmQ5{T@-d`MTJ(qkn$K^=F+WN#>p5SrV@Y^Wyz|-~~UtF^X@5?uCYRYK@ zfqy|LMSnpxhjMp7wd&KjB$rKF)~`o7EeZ~QTqA%9lm?m07vQP}F9vR0Ti)A^)yX_F zfyh_)J!Mg$kA7SK-ffZ3@ArN2s(C#P6J4VCYuicBR*On_qQSs~@@gp1FHX+HNLlJ> zhu%}}h%`vdi8;N543ai%JVN{u{xFl?=Hu2nG5W2nS5yp6`&sMzu>xE67uT7T4Nk+) z=6agLR|%Gk}|a17C7J9vfQ;dk0#Y63{a%uKz{tAwxP5WPv%sv*Hu;hUwBD@b4Cb1k=KrfQ&^ zfnoq+tar9+T{;=Jg^$g55iCOOM+epWur0@kwLIUGQL4Lnn{=dotc zpKMP5*!`*nbMX$NScu&8XxPjokK&9>Qbgzuxu}%m!7i4T5;3>lCTdQgN$xix(LG)A zk8;X$=Z~aac_&();O>A7UMDC~mPDbyftwbV8&AiCqfR4olU2?&y(hD@mC0ObIS4C% zV0Uw478C7h7wW+yAWRwwG22Mrw@;Iwjv+EEpIG6-ArWyakIKn*_XmbgoJ?J!0gwBH zuf#UQ)ATM>7~x;*88qy@C}`_8n+-c1*{fD+oc@BuZw=yUkaIU!Mg?ecdSlz6?}C`7 zy|{U}M`QHIdE8#3lu}w;xT|A;F^7epVMCCJQ(R2ZiWH0d z#LPlwb!w{<8vJfh#8x!%V1JI6gDlbXm_xmWGxmnDC27_&vPV;C&F+m+ zr1GLe2iTk%yf<=JD$}2WNGmhS^F$MZsN}ul>pbH$`?)|J|3HtD5RUAM_ay)O{63aZsa??^B@#mL`SfUdJ?# z=agUiB!F@!=1ghZkk2HVMg^faBJd=^t?X>`y4a}yX_6Q?Abq8knk`qW4(pn~v&e5O z?3xG>Wn38ZE)y`QCKa*vD~O#6(yTLygAK)o5YxZMQT2%|NJYHkFBVkQ5CI3^sg%Bb zh{)TJ;d*&Nf-Pj$jd|@HZQBu(%W=s-VW24PL&NC9xzb{V%r_YSlk$7K zETqg~JWxjzzAvgGcpPieyWW>8S>iplF7BsdG@lCEg{G{BqYtOJ_hLThft_3p`3U5( zPBa6c>I?c)#ZCw5dPd)$-SP_=UH+sTZA?!jZi@PEY8O(7q^3r%)2CFJ;CGFPggRp- z>PecZC^F(k+RkeM(gVG+{0a?y8kn62#ybMWiO7IhqoE8Ze9oLGA_s@9pE4ge;tgiz z6G^6pgC^=cu;%c;$2-tz z>-0n|>M#0U-ym%~QBxt=-zlJy?$-T54NvSOXV{1g#|QR-BEhxE&t2XD@+1=8uuazm z?Rn;tkTC)=1h@v4HgAUjF;c)KHCHwu!9Hr(!>COYj1O}<{x;)2#a$69a6I<$Mr zMn1Byj0rEdEbekBFlOTayw2Zrw_ZZLp_!|5_!lJ4VUP%M7;L#uWzGzisMt$;cU@{t zBRzQ1a7~gdTF&@EX{-Oq+4XP8&j1H}dEt&I=G z1JT�nWT2x4d$;JUB=++ZrgW9mwWoXKSPGAXM2#!Jww~2pxoAH^_+Y^iJf#)$HKS z8C}XWkVn$R`~Pbls9hp;g`Wx%{Hip%$-FW>?NEMH&`_y%%$unWr=2b>?&Vy>3r~7G zoqQ$nJqU1?9L7k{+2hdk!9tOYH=ZeUfX|T4e-Lpc@13d3^k>wP{RrbwaglglJRqQw zbU*4XIqKaj9@@@&7257~zhm^GdfR7=X}cOI5&Q1p-Hc*HIc*AO(l1SW29U0uDg>`< zrqO(ZHH>>w&r}uXq~{eYt9}V zq!=*zP;fnU*741ypT{$m96xqB8?3Hjp%T#-u^Fm+#}UvbpQh%Q@E25{A4{wkuhMVq z+{1H6ObXa?GRPh1VvTs~7ZVEg?N~N+8S?L`4iT^EIDqBjQ|Z&_3f=-F@bv`_4A{k zl@#(FV4G%_>|s002>uTB7#^}buQ+yd?TN@N2uWCNGe^wT`!+s}hWwmZPi2iCBJYNE zw}_$f_260RZGhZqjuAWC7$! z8&9Na@-Xx~On76Z_V|RMF50yUv#P>aclv%t)Q?kqE@jdKQmab-#=yv%am=X4urK)i zixkfiy^m4s8=O0z31DY870aVf0$&lu{IM3jokdr@WS!~FQ^V8DQp;dLmensNeEo&# z-J95_>pD#TQOAX<+%R)nT6S}WRRInODR$-~bb01ipGEO~*p2kuSki*?YoHk<@xquh zFwINeM?3NJwp3XU>q@)bE0_ykuXlp&nS2vSq+Pcu;zuu=+^wF)tD_=upc$p;dZLxK z?yL6MB_H7xahU*m2ZDbI=S_W>x&oSeG1J+P=L(jp-}9N=^6x+sYQkFH%{H8i!j}|6 z5ay+&nHsEdB@&hA;@pa!3G64vC{ar@ZcfEr6&yPV$-I4ZsTjwhyZJ_CMF3!T8Ww;) zRqn~tbydMjN{+Hqq%rG@ctOEXONLahE;fnPIAk*Qb!z;5sxDqbyEM&6t<)~qCoc+1 zBXL!`)1^IvBV9`b)g_bZ@h=sB2|J0g#B!T{z0TpRYL9AEnssDipin$LFpk?hHLdsq zFzhRQ)D`L@oy1Oze=mh-%Y846d&M#|f5hBqFMfKUT|iR9`EjY6?QEMd^HOz3?LCIF z=GIklJN(5PMUJwOH@gxsze4c95$Cels`%`6dW3#JmN2TC3@z~(SggV4SRwb!?+IR5 zN$A<@D@0@F@1o6(8QRmNp5Sz0Ya)-ClAV;dUT!O~q!41azbGO7`2N7iGq_+TJG8u3 z27FT8SkC2oH+3MsQI5(LK&z%nEC#P@l7ue~#VD3vUsDt?;0Kai^k&-1z7m_w4qrckK9^j z=iIfyB`3nL(xqrfScTw3v*tv?!Lx7)7KpX8q8wI)>Be(08Eb zm%qX@9=}yc7f`G@pJZdbH+f}#c2J?YZZ16f= za}h6Lz-V+N;9}UDyJLQ0T9ESMqEg~(aO~?Vp^4s#t}PDQAIXbNzG*a=S@z@v-2NOX zQmu4N&9{cAFwzkbG)>BUj*pDzrR`U&Q~jq@tc!~v0;I*Jx8X?M*7As%6J4b49hc>w z-W?+;)4nKpH(wV;w{jHro?&qQ6IYI@Qm7+=K)FJA^J`8I;y)XMpO!g17wNF}m1go* z1FvV#bBB0B>sy-pL`euk)7giG((!AeM`Eg;#&YZ&Xbu_4ixZDPfokV3l|4i-l1F)o zU?LWu3XIqVkKEvl+TvXFl5h$Ccpc7Z&pFdPEb{s+M(M?xL3q1^YK^Q%$Uaob?nxad z%t$BIbh!z#^}#xB-=so5D!^bq7xB3EHSj$qe7gE~+eCnsC}zEPlQ)O-`O+D`XsE~_ zO_VZ3+Gje&-pVx?z4mRm-7l(7c>Rcln%_TFWutH(Nv53BF*1I=DL}~=#cbd#s{Wl( zW<^B1U2)s>M~0$s30|LRfPGy>`B8fGD7!;o?|rD+Vw{eqD(t%Q7j5Ue=& zjQ+B0zS1UrYY8EQ=6Qs02w23yFxTgC@825eJ>#u^pMIGKevPTd*@tb-8V&h8<)8c0 zf1ZSqAmM?7)ABK#>@K&~zx!?Ug|OLoztS_SMHi@ZH$6)-OFchP4wBesj16VJGygyZ zVC#T*VQjr%+B#4|9geJ%Es7Vo&N>DGVu$9R1_Gb*u+i%%fY|qxVB)&&d$J^etxkc) zUy#Y{?KD<%;{$iZn`Qwfww^fIKK0gakrx_2r5C}l@PjuvyGy+r&Zh0HG^Y0xsT?9L>5}lKz^@EChcmKo6M4meB*Tf1=L;@2OmA#ra#A%rb-IY z-uEJ5t4jF`8WdETW5L7_9DbT~7q{h$x5%x?`E{V`yA*7QzkA!t>QP8ZZK5E0=Y6M8 zGhRj4M2WlEJiiK0-UNRS277!)ZdnY8SJ_>0Xu0{QSLqk;Wa2Fc|5cg3>7li0@)65= z#=D&x$|lzXGlS6i`wpg0Bb@H%_jC6Xj``Hr`C=p!E>V5prHDzf`~~Igm){`4e_G@T zev4e>4cKSGTJ!P;gW{_@knfFuy)8W#&N-D)x}h%odJI`V7{GU_k16>D{n$4*nC%}|?5|1UYAE%0kfJ;&;7dly$@zq67)C5;9f=czqDqZzH6pB6r3MBlgd&H z*{hA{`P5KkHL*qg<5#y$$b}G>YhUP=1skE^Bj?v-yB?*9nyd5+nM8N?qE=81sB6!V zgbTT?j56Aejb{YsHMYCHP;u;#lxSL}LG{)`&az-pDCUeoNbK z!%e;zU#8^iT?g1WoPJLa!vw4fMv6D>PNX&UiEI59YvaQENOcDwh zmmPhHe{xldmuJ#TyVgsh$r~r@i|6JE`Qkrs38m`mVM|PKY()1sbah(Lau+k$EQfM` z`CY|3(EwI^1z#Ng@3f5qaj`O-w-pheLXE{G;g0? z5NZTW8CRJ#C#Fvt2SPksoW4>p+Lv4J)RQ$~CBHRz6LKZ8mQGo6$~i@=qS#ls&*&yY z+}otT1}~-=!$B!3h>>uD^5-P0Q_3sIAz}ic!rF;}@eAMZIr?1>3>bcXn*5mxo(q?k z=MZyDRYWPeJ~c4CR#EfCP}$~}(%{*?1P|#9^Ar8t6ncxUy!WQa&m7{M$R@6Rg`ejK z@t9^Tmw+Km!*z8Cbu#OkP_)3xC3y@v+_Knc4k_?9y!Xe8La*_Cp%-Mj^Cd>2m`ItS z50FZU=TLWwOGw9g6EikBcE_bYV;Y=p(S* zD5+044(vir6RheTS{ocbs1^-qO&Q6Rto*ECl*PU(^P2jAt^{c)-8v~P zx$jtuESY8-t;af84#D2$pKzF#zHofi08FK692eE16rWPcPg*%kjv{tN;A{aBzW znbiG((tx210dTL=&&oBm^dA9ZH1r_k(oX8pDWHod0;-xZ)b)W=Y2W_t?N$@ks9~v;OZ%9X|1XQk2Zo z>;C1lC3+Ty>^EuwP8ll2yY){Io4d~LFX-mr-*;6W!AjXHHr!yKZ?6*AS5htl{dkHG zw>%s_KJpw!nPKiJF>4-NU%w4#RY z3D5@0%{2PU(DFA}qNW$@qW=h}U46&*HXHaiN=yRM$YR;eE};ejvx_e>GxbM6Q#6xm z6>kBnUe-*j@dwP;Js6f4_4H#$d5rciqhSLDG*ipKXtC=hRSRqW#T^>`vW3Y3OK#sY zietGkI2B$$NXA&eIqm>vXYNfTAnCCA)ns9M&4XF5&UZ{D1e}~kUAMU9-=U-S;E(T6 zbV=`@Ay(@rL#gsIjHYCFZjIhKy0wd1Fzc?@R@C1h2fEL2W~Tj90TPwESMmR@@v}~Z zK}nEklZBMSlD}%zBU4qN$D(nc?~u(sCxdYqvxRAYk($n+-c2%q`#%x;zekZ)2;JDQ zrh=pzDD!9GJFLSpztObz*%hQASwnzH)Qe%Y8?%3kWM7t9udM(c7am(ngg%(v8)qvpwU)K}11FcO;)1TwyYH0}ID$r`aF8$O!Og_vCd%I*-s#px{ z!iM5?nNN{zrF#hmJXN46>K#Ua2#DQ?Nw))lFDo&?HA9li zfsATw;*fG%c1T)IF{4mwGQ|9@dZop*8e;q#wFJIhYPfRfNy+EV`Sp-T2%}G%I}hy~ zc5b`F&B!OEBGkOWdFAXj;6(Av4+t8{3kc*o6Z?C5wsvg$q+mk|2V`PvNiJeVFyUjN z`igfOBq8|FKlIjZRCO0pvsiU><1b{*JgXC2Q-R~AI|yk z3Kq{}KOUiqD!s2TJBlM%2X{Ee-}PkG9{+b75IJiyS?(@ti1u|*&d%&I-h_J=PsOn%Y~nBsJ%>-cg(L#W~JI@~3u*t+f(OpIqOHyj1_}eV9R&-3a=&JlQR?p z&ge*8{Z0LPmkmx_+b=HnU0cPk_*BN5kTy$vKT6vyODLh=vM0QAYI}-Vh>)*TsPzL9 z4|LKgt-@LgqCDP)Nj)(L9A) zKl#Tb!KDjk$pJVvlYBa*p7ZN1e>RSQt;jgtRonx26NDk*?YoSFx_2qek#d}t6tAtmc zCAPF)Dm4_niki2XsUh+0bEC`V>{*|1Q1C^O!MP5c&wB!bTZP9938t$qmMcIdAufI1 zsHZj)k3?mC{fq$OpOBe|+NYq*gptv0{-|qFszUfOb^>YBIRayJY2U*QOAl0!j*r(> zK5g35DPElT@}w@KxOEiC0{CJOjBqF<1{`QRN&|BUY)PJt9o!Xl0hB(4^jDA6T4DyR zH#2ji#WeJn)eu}yqBe$}7z8`XZWrqw=Vg<*YHNHiYWpEh`84T3A>ho^4G>t=0BB2Q z-1i5i(GQRZbe9%j^1%^6ujb^xoG1^l(C&~kH2`cg2wq0x-9s`vw#8%M5D6ppIeO%Y zG79oL7_`=tp7$qGNP%6dRU4$K2@Q>}(@pADgA!&sp|c!TV4LW>%cC5rNrWkLwBbzn z3S)hPru%XTk?wz#C!5Lqv6T6Pu7PB!N#Ot@g1aRdZqRvbCxE>TRNGD1%ll?D0&Ix$ z@~T#f^6+D^&!<^3Dzbb44Ie`MZS-r+dV&E{t?{VfZL zACIFjdC_rm$Z1@$ZN`{%2e$l!xur>ZO1DOr=oYFmS=-%tUmRIDhaVq35MJ@?Ozfn# zM<&2e|MZFFA9OdTJ#Qb}x{WhrvgTwc>YAUvE6=K(L!Ik!z8(|f9sM15s-*`eUhdW;w!!oB+ z&IDbCRKO_h&g z7+S!3JlK*rD;Ol<0mb(oLucEQeLAHrVB3cp-wqOmixE$%Qh`A>lDd!J1pKx!)ayLS zvAHAVyeL}~l{|!;CJh^kU`sslzC2KgaD|(kYfxY2kKlonvASP~=Ig8^Q-DFVUfDR# z)Y{*sKr60BWn6FfwLv#ZdJ4huE9xLRwtc(O#)haFz7kNk>vZX0?vkyW4zdnK7KCDQ zTv?pD)J<`NY35y9wjY4@L}S#|>wW9F7Q2ESLbWJbsqj5mJ6(J=RGUDEt5@M@|dmXK6|9zOf()kxuN|!;k z3$VtNShtc%Bm3nZ;SZQ-B`biKWL?3PA>_s;Re)#jINt@ z2I(>sXW8TosWfcZN(oYHSvC(bsw(DcZ9GY8iCBxe`{nO2h19gS%vY*-iUQ-51MmXI1i*gxhFZr^upLpflD(|Ugz!nM& z15@phDM1?i6~3Hux#&?Gb-N@QFUQ8g*Dvm*73GSCc-l*N>jcu#;EBAgLexW*)|p+Z zjmQ^$rQuwTm<$=!RQ1$9?}WAUVvTTdpyLom8|OkdwIBtn=2(eSL){C$E*$2`zAY*t zg1LOaBqnY;96j+yPb*4l8sYhKZU>%3bscfP1ScXA)+Nz7Q9iQ_;HdLF?a+hQL{qt7 z6`-NEQfC4S7uR|gLQwWuBFudFbv`|%tRZ+(uTJ)&2q8=i`mRMhM5syJ>4eND-UrDy zBMkv@A$E^VZM48)86g4=Czz})%2Wal1f)Jef>}?jiy};*Dh&6qEkLzMb|9_`a9j|E zyAy+!b0a@zDey7QtJENKW1by>gEchZ?130q09ano&BBJ(f7!Hrui;y-@)xA?VaL=> zcx1eiCRl%3^6O<P7v~k%j{0haF8Y8n6889up~26A>o=fx{Hg(n>uTywY6!^ydyh5fUIkiF3=?|5On**K!-aqC z(Es@Eyh!3}ok@5%cP0fbK(YT7V{WH8R^CGfr%C$tty}p-C(knCouLBap;AwPuBD*j zPsr6%_dB6)BL0LVUs}o_?;Ey1tcb`N^{qCw#E#^quk@X~NMzI&dG`Q&>GB0g17-k6 zW5QAK$36ITvZbTT|)ro_SR01!Rc}P^N!Rm4u3DC*5SR>_n*%3 zvV^D}m-G+N5{hUFq4p2I`mvS;9cUAM=_l>Uw!fRN1T>Et@6C#Ep>kR@l;2Cof@YsT z5}SMsAx}WISxVQ3yO%7DXzpQS*3*kCwole={do4;(04TK{iia{#+BwDo9S_`nub!l zRip*&h+nmgaT-SSv;fw)xt-V!4JhFg1E)WSVkmD%=4+z{s|1FY>?B z*n&nB*sk-pQEGEW}kvKt7+i4E=v(L+5VnQ^D1EsJJdM4ZGNtK{g-AtCU7x>m%Hd* zDOthZ9YdGDJBTi#H{J92RiXz9$hh!bCyJGL7wmOk$%tPTCGGaV&|7Fr{jTOZhtxYn z43`Xr1q&rCATQ#DnM8@d!9s4DiLvQd(=8H36?yfcI{lSy!IxCStG>nMMJD%!K4^&g zZ%aT1{l4~H5=qUb0L(hEe5i(_l}L{wWr>G;`eQ+ZK6wm*j=UB~BIsP_IJp>H!fKC!;Cou#&KRmGe(<5k`3${HsZ6d!o<+OzSzejI0$t^B1V)4M@^ zQ*MMjP?S=2-fGGcs$&a3sPZ#{CEuxDk}tRc3*+x%*H|gu#~{Z+B#r^*x6{jIgV^d^U3p`Wxlc zRz33tJ53T@3^vp@CqlzmzP9NvUov5a^%AbK6wifc{5YkLodygmR}}|-8gk8V7rHdC zx4Nn?YdW?~S&faWzAAlz8DwOU5peLPbG5-Z*oh>y&w4cbSdMwRuS)++Ln~sc7dvxL%*CDSk2R0Ke45tOEn8(+ z#2Chg1*>q!w2SM-8NKYHGzU}GKEHqjMNt7*NqgkodUddJ^DxK}o1}%(WX4`0;6N`d zMH_uUHP8{$J4U&%9mKBfqo;0>6$7( zL9v?IsA<5u8sI>Y4Oa!Z6EB#Ip-xP?s>wc8Al61vQ&9kMGXwvq$mIq|7Mf;^hVd$H zbaxTVw0!IW+eOR0ZW$sSKe&z)qY$i?$#4_Cc2Yx?d_}?-Wa>V9ymlYOCGmD9_xwTb zo#jmavy!u(JiGWs_}Ah1L4uKH{E2=yoilhCa#$a+PtL#HM6nkI`?4_6%l>*}r9Dk3 z|DQMy`)naW7@~Xl)k#b9U_0bk$r`T3?Zd+XKS-WA4@tcLNn_Y}o1td1b9*TpjEjM68p#b-tLT zgJeo9cX;UB%utsL=A{ZYLmBwil~8LOg(_=Gl^mCDXGMgr<_6n3*e--prMj1wzH_75 zA3M)9AXQz*8FA`!vva~j^iK7q5c2YY zSmSDoxdS8f&`die&56PmxIpn)>`cqk5BLhSxW@$b3Uq+Y5T(&0SNogcF8dLu5|vxS z@`7Mz{!M!`$dZV-UwRXY3#a(bPxYJEMz)vbxZzH=S4qPy*0>6<<6qa*YE%XM^yqd; zCaYDSw_(Y~)p~1NMJ0l`{JHr>g0yDA(Be%>yiR~8#6E} zfv%io3CGR~2lSDCJl$1;hW&fMfh>+07>KZna_v`2K{ysD=6OnJl}~V20eGx{qA`E{EJ+FKAa`-M^V4f)E;09 z&_fYAVnEi#;_1^Jpz5V}qh*dR8 zLs6R|Vhc5E)fOaXQ4~dD)K;_vrEO}DBGisOYExCCwRg-~RkJ8Hs;boeJKp#G`F%g1 z@A%_99wKL4=ekZ_*L7a6=crQHJJ_qb%GEk+!Oy)t@Vzpsxj7``YRg6*KLcV|G86xk zv9^}qSAxk3Eg@}`a4=n0&kWPJ>QAOG+u;uz6LptyUj^gc zp9PFs9eH0}FdDvasf-Rivqhdq;kI2<%I=U5^h+6DQdVl<3@qq{6;tqVk7Bent;Lv_ zeD9`Z!T`5oCKhVzD}95Nbr=6F@AfGmD2$wT8zpRdh*DXGzAv zYV6U+a@h|p@=Cjx`f*Qxd=tpe>7I ztNSq*P1Y@WzrJ;@s7x2%F#p{j+$U#}j9^^DXV`D)=M_pG7fgOWLjWWlo|Y!ALt-u2 z$2%#6NFU)l1v>3O154jGA_vER4Z1(w?(GAVIH|*sMO<@cu`kx5bv~Aov1w5OIvUbq zAvq&23MHD8lPKM%eLBizGYX}lvdNk|83x){&E^i(CEsO;ba}BFYTosMje6HjapFqm z#*;EL4AngAJAw*#QEE4JdE-qGyq*D}?CP(_v)5+K9*NW_^xs^@ZThVS?>-;!^j>OuRDrh~sHWYq zaW3GWmOAzMWc{~nrSw_q-^I8;mb3Sud)MUy`H%1pHCE*Ud9IP7Vk*=x{X=fZUHAQ2 z754B>uTf+1c^@Ff8pD?5u2fo~^Qdw?g;)3WovBc0%h|{MQty;NO)c-&LsPK_7JTV( z(RC|4Gu%fe&~D!0S5MUnxNpO(17>88ikDb_R;kM9B-cCHC!pzO061R1Kx`u&!g~gp zzEDo5`KY_BWwv@OutX-)DdEa$551L|V_Jg!Mjn8T7<`))Z04iE34Ng|U#j7_gfHO3 zoA-e7^1462X6S_c^oYk7-9$5a==if%;A>{C9Py$96gK6`Hm)s1nsmE6%TeO+cX1-z z56qZ6?lG~=mX$Z*0x({@U;xD?22wIB_I*7UrS&fR`fb9yTZ*& z;Ou!787Z<6fuYX|EEM~_Ww>@&>#sC%WJ*JXj?9$@h6z^>P{C!HW$U!uUSCYS>0NMnD zEM1CcPkQpB^&1ne^R50}wJj_`bgDHJ1CG{xalH6Uypf&Eh4y`K&IWEf7@{SfBP_rW z^X#2r13YSOU8Pm@$V1QHB^EWr{ zjVe5y2%DESNYc_{+wc^)sVg8bKc3nRs+@P$~LP!8cxNWb=1=`oT&~ux1H9r{?e=4~&uadr z`N#iRLx+83o;vy$hS&C#3?F<9f;VEa!g`bNQLpdaEeS6vIX z2d$X*KP?0$(x0SL?~1}h%n~=p$tsD6GjS*K;`$b)1QfLl^NSa}Ww%UA<)lq?D?EDJWZ!~H8LYIa3o0cItwB!sZ$F>j9wbF; z56_yL2@ApAilVKo=DCy9(o_g&ogGGIPY^+b$;S{>Dgl*KnAG}G%ARH09ML|ag}PH z0t7y-9}>xS)aPMClV@-fkHwPttY8X2A@p%=l+k%u=jrX==E2+@yjj*+=G!SrwQ1`Y z+KT0@ip|w+z(vBokNKTF0oV&sq$8lm?U9F%_RDw-eRYhVQ{>d;99@!KeL@&l|+X{yBGuP8cuHb;J-kAnE>3 zGngo69k`CJHJ#_2Loz6#-yxJ6_s$;HDp4j!A&2EGZaluhGC|9&qJL8W#2 z-P<1RQvN*$IM&vs|IG=cuf!&HDCL|O${g^Z~8yhqaT#*H2VAvarc@bN|1 zhX0(JiZj=Td)|w_f8Cq~dtiJzH6gC*w}WR*=dHDJZXLG`37TZjS#|%;xr(2ekP&Fe zu;fZ>uCP3)V}iSonOzGuxPEJaWNeMCIIN)8pOx=9#}1|DROq1i>){j?LI6WwE%!rt ziiG$(Ee#<-_gK9&9c_SKc4ZHc*<$;EZ}NJrcGgL3c1s@$9Eg)p2a5P*-`gxUJTz89 z;}0d*o+bE5-n%_#Y9X1(8+l)(Ou|PvC6}SEGA3SZ`iay7T7E~L8DWuM@`^@QzcN;| z$ga`3;isM`LTc)|NZSdL?01pn;sX+sziFpRJu*6X%rAO8*0^IBEGlgUdHBJ1>a$G7 zv*ADo3C{G>bEe_wG#av?^vp1>4v62d;&o_ut0pslLzDMh`G?HwPsgCXH#wV&$u7R9V8j=XHMNP)olCe3 zQiFZ1w1+s3^lqhU!x9abzv_M;GOx=BCTNW-9Gh52ueqca!4EjggjzC-Ju;r-V0w>u z-jSHm=ovw5Y=;w&DEM7EVI_wMwzo)4NQY294s^L~IARs{f^SpJgF@loP#Pz{ndIw} zkT1rPZ4Zy`cz?5aZGI(dr6A5C6eQ5-ey$v-@&!fiCu_?TEkTnbS=g~!x$Ai=^csG) ze*buAh$hmtYGpzPCqa6b9MfG~!U|IzQJ?5~yT(efYTY=e*Lqi$gmYd3WZ-qr?e1R7pbc0yscMNF_s3m9cCP0or99T8)BCBmoGfA`SL7A4>P*vq_ z-Bt?xQ`KA$sc*P?e6Z@LENWYCB9^P(*elo@fubZEPmqpOB>~FIeEx9BVI{{>IH;@) zq`aj|c3|L1p++$2g@e-j`(?O=DQ+YqB|$3*o}!7W^!;RshJ1VictGjqRf3Nz$T;LD zWH*-v=e!bppf}t*NW?<2R+0lbQ^57kDWIPqo_+$q=Sr%U0-GC+cpHdvL#`OgZ9nOH zB{&UuY$c8islD-Pahgglo>y|I`ubL~No>hM9)wQiU}MrOI%&1uN*>PW1TiBkP=FU5 zIWMr%@riiM)I>nj@?6)ugB&yW#YeP)i1lMm*Y(=^1bBHgkK}SEtr>kM64$n z@WsEJ;NQr)!dkSq;7alg01|Nq$vm>3LsT5}VI-7I|3g2a_H|)R%aTC)`Qt zX-Z+Qa5=0t_E6@ka6BxTH;h-=2J9}!g0meM&6e{ST!woUN2pGm+jyFx=A&j6;mq$k6zcSs{S{rae}43JER^bwl!!X6WlUp>PPD_V^q-`xdC^6!!Bgp zG$yAe)nHFP<|%Kl{l3Fn2ViJ}!tm2F0RTHdrr;lT0PTYNvjQ51dxv>^guuCr7(o*y zzRf+#;8iDVF848qo0F5H{tYEFc?yIF;szy?mUXBQICZK%&xdvOYqyVYH$VOJfkfMc z1CqI#V`W*`GeJ+Tnq0a-qbX9kI9u(?N4)%4g+o|k_Q1-Ok%M}=)G(t-LZf{Wdk^}> z!t2=^H18RVg!)>zVueSNxSi}ZVLDZE6)ns z477kdEHg>r$oOtj&W8JjJ}Fs8e1w@u(UtikH?uKt=hEiy&I9*vChA<%lVhJw7Jl2w z#Mt#>!5eX1V5!i{Qt`=GA98(Y*DCQ{EGu`2Yz$VHY1GZU(uI$%mvB8`45bb1b7 z>C|Gzzo+>#^}^$XcC;hEL#-{mSfse^-Y1%Q(8ilPSv#CR*^$I$buRcarYtEoLf9Vz zYNu(9rngGOmlW*Em-93MV4OOw%j^T_`}n&|O^^;-3fn7qOYRk4P0bJS62aqMe9iGH z5@nq=7Ob6CdC-1EDCEsc@Y-?7T1up$<${=AqVc;LW#Qn=#l!3TElk4gZDv~FAJl2V zanaFTSqcj|VQriq79v-c$KPg0r;b+=#%cxRdeEU`9ghA;`>o;ILC3i-t({-R-q|b4 zms&G>x;Y&?c`S9JU9)Jg<_GuWOkoBT#NSCUW=ALPcj3{{gfCjRAV>pjJ`RcnrbUu~ znXa=JQd#kOU+Ty6o`Gs`^ZHMYnH*rD1JCd$MsK9^-*%ogGkJ@q*ppYzi!yF(QaVo^ zSH*qo+Sh#EY~S-LymxNa$V7aX{t3#cDF-t`+o#d+^NH8oZO$ZY4uV-ivGR%yq76m*epcsN^Bl{?7I@mWSlZIUhj(dy^|=JmZ>(foM*pd{#>RjK9M zW8=r)73WkBzoW)GYHb+m>CkeNv`AGk!IwqR#2`M~iqZrjmkiOU!MPD0&m^YRqvGQ^ z=JwkgMw8w*n#9)(y%yz)B1h(=B(o-r)I(;FeL9Phh9-rD{Q#z`5XZ^(^eyIFn& z`s@@?fn2xn=AFrIK0$#-_#4q`7M)cp6|0xSn)k7Pxe!O|jB=-xJNF&R%A&v^QwHnG zce`rcx7G*d=Idi-e^%cyyCn~?m=fo!f0h-onOmj4x7H%XsatG&zinukKeiW>KSX>B zXwKKh-Xagpcj#?-8Bm&%H4*llpp@K1@Z`Bdk={{K44?(He1OS)-w3|0kud4mv1KTA zjRZo%@i9GNv$Ukrk^6=+LYogj=IAb)HJr-rs?t)*4~vJQb?$#A$nh;cMceSgI}kY%ge_uPOta+jkDn2M#9|k8;+NvkZeY*hw-4@MG9T;T~bz>USoGbsr)Vur z6%frB8G>aC=cX#zZCDJ?*aX-s)Lm3tx@%=W%h{P$60oJJ*Xp?s5SGBZqQP^#@7=4L zO2%XY5^5|(6+F)kF##Q9CdO}BAS72c#sW(jWp?yJ4~7-JsGhpAOarzK5m8siCL)qD zb`kT*!=wyvZ-NP83v?-LsK*^Us-LK@^vMwxW}!EU`oq3Sr+{ncrBp9;VjBZYFRzIB z2)}=OeIB>t{{}W7;Ho_kj8(8u=HA5xvc@VmDo_{5Gz(HR%_)@*qwow_W0cZQ36)*f zw3W+Ww@u(b4F{htZ&%f>gAaU=tO%nMDP+f=&Pe(raXq$z&n zXxcsWb};3vZHuIVuSOv6%(RASub@E+Hm>kB^u!x!u&FdTz>rj@+2s@Y{$4dx*Sl!i z8G;`1LFj|uGa@r|)h$=Z{L0@2RBmwbuATpV`NP)39fo^1d+h26`6ALJs}ZTaBtv4i z60>Hql5jn;v&wqjx3T{_#&YrIz3@@U<2Y})&c_5yx{{gO7HdAW5$Q`e2lFV)v=A)0 z`{$3e6Q^`uA?EjUyI#XTHM{QJF72c!`!j2PtGzbasCCZALWym@Dcz_@0?bdHPSwz+ zg6_@Euk%~{73lFusORxUYP~nppN!a-fus^EdFrOi_=(Ai;fC=T;@yGA z#f6=8S4tRaq5O!2O~~vkfi3M|m$@j@!}%sSk!n}3(`Wx34C=Xo4tPN?(zVwBM1!!@_3i`Aa$avNVV6$Wa zSoz3@{ES~`F^6jtJ$Zr$G&u8zWr^F-QYr=$N{yvaL}{Pqau~Z0O=&mtLwS>jGLgz? z04~YoKJQ@@X|}Yc-N8QY(6U9yzh=cKjnk^{zI)wo<#1D*#Jt27 z($oDI-a1+-#a^Y@7p7-)s|~6&eM~sIIURmwU4ATLrK?dw~mUfeXHi? zN-f{^j+xUgwfoESu#{8;I4(?RtWA)9N*?4{*wg((B)b*J_5yE{V=F|W+l%p(LjPXL zh|jD9iG62hGnQ7fT_x~%6;y(hNFqn!*y{ivvzA8ODpdAB6$D~K-Bdz>b(0K%IxaLW zWFlVAd36Tv$?Y^oy2qQSbB?Bj?_;S!ieuJzdMnos3@9_OQb4k=@am4=d1X=lQS1=#m z1S^+IQs@|iiqnR7EF41F>)1s>N?*04b(;ch$t9q+Mpln~vy90yJ=y`&(0Rz<)4W2t z6xqk~Uy3B-6gKLa;Cbs$^V}~+H^q~X(HrsTk&D0HGi?t1IvsUF{52PTU&+FbhQovp z9)y>QKee{oY5F-D926yV7N2SOWgl>ig$~PQuMLd%U~^j8c3J+IAMfy&K0z#qa;)Yx zk@pTpW+k4>vHRXDqB=NX4kvqj_UhDB16Fx+u{g|br?l`Wm=QCMS;{v0DZ1q<$`~fK zGCS8-$^O0e!K80jT(MGse0gA+L}RKHiY+P%SM7x{<6?M#HMQ90K2xRQ3wL&E(IV8-^TMr)6-V&C9u5x%u z6VH3_!zR15G_%EM_>eAA#@ZyQe*^jmOeRs?%)cM1`7usk+{%fiSI+&o2YU|L!Gj> zy;l_<-r&+pC)6Itst6nUTGd|;A=tR+C*tpyeO({wY)$S5arxz*0DEih!VLUgPwu7m z2N=}BCgie}w0TjeAHbsnpNb4*4;dS3U*dY>c=g3Qce}HV6rC!a!x_M0QXZh3t^#Ae z_;Ba6o&L7~@g4bc{0QFCe?di|f3EOvr_Mlbe2PQy&f$gG~PIF9nG_RQva`6aE7>+{%!3s72?IbWFb$J3n4y5r}2e01HPV*N91ILU_< zRvxcr=jw|8uYFbO08hwEI;mSlWNP2}){?`nQp{hsTj~-cUYk8vC+cn8M0wm#i+#>}1BMpiT6Bf6q zy&OyG$=3Fku=K-$W)LoP-#aGMpS9sx%roR~W1h(Hb@6r0?O#Cj12u^K*s}xd|Magn zQ@{M;Kj(92>mp@KbQ#Rce_lorA=9k3UL~6?3FP$Oy|xmau~X5o5>8#Jb{P*ihJXKo zA29y5;F5^n+4Ywb%QwFVxjyOKEY8cBjk++y^jT>N9eJ$ykE%CR{&O)f?4JIT^-+`61f%CGZ zUi3{YePy*mcT(FbzIor1fBe->PM_+id3M|9c0ke`3Bwbp>kUI{T}vpEBKF(8O6CtsW<3DyA()Sb!jt);6>d#cW~c z@BTl-cD8f0EBkxb(?90V9{oxm`8Io-SdBq#2N;G;h{^s^9CrLrQ(oHF*4%rx@jvH; zkk11x54HHVOa&TK=LK$a{;mvpbj?<;m2J=CU!WiOB!mWv4;CT^P_OZqWBBEiyfiQj zAc;yvzX|bn=z^vWDaX+>wO+rq=Act|YR->eDr^^@7nA-M=svB5!bZcDFC6DvUc=PgK zb8GIhMhQ=SHGIBb(QZFJNuR!b{hnbJ*s+~ye9^in5AfxT(R-h$Gk%q@=n=%5gXqb0 z75Au8H{9iS_f7&1Yv|OXowwWBfaSK<@H`(P_lb#ecKU(e6@*@AwtKhI;?XA~yEp-# zt`&4m@j@P;{;qc;N_xtLoW5b+{mjEWlNFTwAnf9l++dMnzmaOF$xO0)O@{T=*ks@A zGVxu66x4>AK((uCa9rAS4ILF7Yz7Kf%_Tl!Efj=f?@xZzgn<5g2|{?Pe%+APj9?Op zC-bDBOHK5Wgq8;o*Qg`*pPUv>6GUr#R=uo8>1FWR}gLJ z+b(-?&@26G7Vn>Y+wfRyE(F$$pANJPT}gEMHj=ZBv~=O|+-ChNSWY^{2~NNGANVRy zEAx5A&84iy2XUu#tE$Y*t3x*2tJ6_0bx&IeSL?kb4Q=JObSP=dJ6H+2Fyf5J7u`}{e=EcdbHFlb85*e>D$&0Vk8y~yr=!XR zlT8Gf;1dL_`Nw{DgVaD|>^UncBZPpCl{_p*VZ6!tw!y=eijpw8JJGZ8D}$59s z3l!Jaqt~ems;v-(RUQ7R6=`B1TSfeKrHDDijI^kBVx{pJNPZ8~e;Q1ELt*^{0SZe@W8r{Xf%;J(})u>GsYS zf{y-Gj#`~cD48|6v!9&|t$@z|=%-0Xs%NafH=CpPc{cZULDj+!Tn0lVb zm_i9|H(`7LO5L&bt8 z@Q11{8#(XT54&2rGdj1?OKvWuMJu1F(SEW+Z(jxu#q` z3C6ol^6kO6?~n_5K@anM>#TRj;=J|$=CQKVxp7OK6q>wKC1=kY@{su>PG%Z5CuBiz z9tw3gb62qlZo<)iF#pB8!-3WBe{OEjX@?M^9*4QeVG z@ll4>EFPP)RP?qcJ{QQlO*fo`o>#kXyQvjGrQxz)a$EiHfhB+xOVpA^R(_1kBF0z= z`x-f-w8E`l!w>was|OZg996o@6J%La+YaCTjF+Is8us`)j!ya{A6VLTa=BrBrX#H{ zA-q*Gf*cvwFAWkZt9j=~tzLTG2y1XGJXr8^mk}OuNOmud>v_j4<>vd^lI@YRAH$;N z!i2%g4M!z&)cudM#I_;5j_68ec{@|5eY!d6d+Wv$2(80NC8wtSoGsI+0SU?gbjA3< zN73-O29r+{Nmj>p84_Klk->J_r)*1@)IQ!foLp`812)=cExyRkpr~X#=lvt^rL*V=nb3iS1F#)y5C9AbVxZHTm}?V1dRHPPNU# z1A3g%wd-I-BbFkmXD^#qO8dbs;hmKhufTkjcP#)B0lI+0Zn0|xmEKlWnYSXD=hOeX z5nWU*17x(e2Nct-5&E2(cVK2J)}v}ev)>rlvy6P6|A%z|D&JKmao z?%Pqvd_fAX4ZL{wThjS*g0$76dVk(rm)Ij|$%oF~(`@nWJ zol(*tW_cysNang1ngoDhq8*V}SWrKPK`?fJhJm;Rf*>^|sD<*e|8pa7xRU-Y3<6D_ z$SyhE|K>M$-uaXu<>RPcym1?wUGv%PtXaD<*d0DtWR&Nb9fy7L_iV2?7 zQq4_zT=GumKS9!|_|hpu25 zkPbFN-E!B2;Cb4Y5O{i)LOJ-y&ce+GkWOVbITU004l0LNh@0k{kx$L#}HWE2mw_MXHa0mazf;DP7+tKU3c0AvL1*GqE6 zB-z4n^U(%9D)3T+B%4JR*br>LSt*g_S1itpy+M{W(ccO3C%j@$@*E^$V1&5uHT0>N9C|@B>vW7D5wB=#K5wMKM}BUT zu@=BnjCt>(Hc1I*ibSgf&U#_u-6n_UpTEGrIXY!Id0Y4*lzk2RY=(;cKjm0eCYy`J z*-%$3Vpv@R5CW^Zx;m7l{1fTRCMK0IJjm0vFdxfK58n@&bi`Xx==9)e;aS8;)o!@4 zf{En{)*%qM>;m5E%C&5C;lzs~W3rl7I<<1%<-S&%DVdcNJP2J)xDnlpaA7}^Zv!2&d}BILzO!Lyye7=ik;SCKPo{pP#9CMKd^!OCQPZIV?kqSlg*!7CW ziF5)BUtU?vEQ+e~inMb~&4R*|#Vu{#hWl!^3RAbA9W@(MxWC?!N=@{k^-=ip{7LPE zHBHL4wS*V^kO!>+MgymBk&JU(u*y|1Nv{RjI*{f>UAr{kO1XXX@y zx8oaU7C(~LDH@BNp7k<q*Oy#)Tr@Sx&_26gxQx306b zG`M*UJcsXeYP3(cjuKAq%WLB8?FO5z@qqj;DWOV}B5_CEzv=Bu#r9I)D*1~3$Vi{b zw6|$StWyInalhQcf|LLKdGmo-{?#DwxThE$_1j`+v1SouNhq~pySORHK5QZ6+mrnR z5oC-LwduQ!}H{hJP`+t1Qj;6qpR`KVxh;%o)5s029FE)JcW5&Smb$Mkx0HV z;yy6A*C|K|XW=7U<3>qpViShKeGt3`6~PBcnc4(t?a!;WZzdU>9dCkWMDEx6mfrwNb>smh#(J2uoY zJZKfUgmLE^TKIiwJfda2TydaPT~crh)jmf`l7$!fsQ&FCY32mJu+|33%E~0tBqh8D z?PmK<-k{ieU??XD#*bPL(P;_m9J8qP1QEPvn-bcs3^v=;ZY}V~XW|q2V-JqJHODIY zrL!sZf>c4BMV>YX8nQP)6C|sVYI3aITE!e&ogdji#-G^7lY0H3e2^$C3j{=QOrTUs z)~RSi$ix{zNO&W3;TzzRJheF^Ol*2$H%Lk(RpkfQrn$M8mhgK}Es!mWKPu-=m7}Q5 zJD2-&(?R8xI8uIuTnhkNQ=Gm43q*J9SfwX23@btV3b?b=OTo|G=_Wx!H{&sG;2o53 z)wyKRkZiVsF=^h_$%*gB=8YTPUCjhX4M#Kj>GyL}1T&vDhHc}ITCZDc zk9&%}{niNy_~#?w+_Fh=t4>YPxTG1pPD#e>F&x|tpSU(%Sj^BZ!RZPj6vC-NRwlZ5 z0|2|B3&dKnSoC@koOj1OJ4^#a#vSRJ{Jr( zXXR3gQM z^@es$ddz3W(vQhMOPp2jsM~0I-R6t5F|v9MT?>EJvu@Q2b*Lo;yV8)u8uaC>1gyBiLy>KK|_%cMx@ zo(jJd>dQSZG^eY{BYZO0kFDO?xv$u}LEB*#v@(}j0`9B&?#Z1{9@$wmyU>tI>?2`O zn#sfbaSBY>QzeUN_R#9F_Lxs2Go}o2^W`ikehG=w)`Pz)@CbVQXXfhHv(uILmQ(w& zCsBSIsJfSwR);W?U;aw*kLWGtCfZGix+e7Lk`b^heAsQI0Vf#ORJ{F4_H|!xf?P$2 z%aY}{v@49> z3Rp|`eU|wmubb!kC6B4=%g41v1v>1c`*-WvN}zXzigZ@whGkROr~ppFe*ia^iJ<>u zTa&YQ!%UrM!RYEM_8iSf;%F7W@!b=)%`fj&@)(aY>LZl){ zTo5F^2rQ`u{e&_Gd+Xx-d2;Dqk4)JEj6#rx6H5E$ZDLA{ENotTERlP>DoUs&iz5L#~P3*+_ z=Whv%sU7TNWNt|dKTEHGOiX|M(4!2bG9mSPdYI3$1 zXI4*yGT&+NL|c^O9fUIL2?I(rpT?J1(ahJT-4B-~S-T-m2{IKWBOJ1?5-VZx?~F*Z zV<-%vG({+fSxTHwVPpbkTD89@JUJPF2_ip?4TpEjGumsdns<j znN*ATTF|)l`l2M}xgf4&&{j{jIB6UtRlZx;>oc4LB1j#!q%u-*L+)!(iK7Y+cNoKk zKX=NniV{Gt{67gL1CO3!pX(uHK|BMX;a)CP3D396W1L~^TNrJc$MtKc-FbECeOZNBgczg+(6 zLjvGU3A=;I@ebZZzWy4|PhA>eh`yd^MB02Zl^tO|PRj@BDdh@BvVqk4a}($xb5Ifm zdz=;ve0CK6E0<#O@kS0F4ahhFxNU(XEHh3I@D9TXkzB4Fsjc*YKe{0;xgZpgTKXSG zIVq71s%-@#-5|uu7oy0ORNx>Lrt2pC{Y6PaBoJSVvGe?rY7uf9TjnbMzGS#FpyxQn zDEG7CRL<9;t{a)Mp<%+CFB@Y_D~6$F5;kL>#Aqt9vw=9|OJ496Ee^}Pz<>arC^5zX z2SO_m+32lkK>(%R2oBZ>9s`H3B;XZ|5g?wz{BTurNPP-`JqOaBHk1AT0&xO)=@0GG zxuwY$N`UFv)38c|UuUlXu&9709ty?00PE@_;GhOx8ee2wgRECdhhx@6P(DtTl`wqk zmIO!EWaEs~+}p#fs6Ay2wG^g6UfcQZRu6`#t?5$M>qFfREW_%V9?A^BQnxxwbEh9R zB=CP04weaqcvA-}kBWU@nwWC;^l%DL^%5?ePd%6`j{74&DZx$Dxy}Bos&YgA+JL+Gv>#z@qyW)&rj*CEhu^ZViMG&x@nU%mw~|PFJZ(9m zR@rs~m8AGAJbqw}#P;r9{)FUp1=8RA4D)(^^b7fb-prs+D@{7zqE4EET{Yck=O zDOr>GY9`kl1Lx1DAH=PC^J7(i?*Fz@?PcZ7r%W_qq}pg(-P9zL>@20sWun^Y*0HRf z#~fDE8VhW6GlbfWNkp|2P!D8bXxs?)LKW~&yrf>Lk4^gp zA>sTxj0>1UlNdqvmuaX$4%PB9VvqCaf{6g$P?L3SB5lJS8sE9RkxC~ICy^I=Pm+vm zHkMNwZxzJ(2y-HCkX(~wB~1%sCuT&;Ms~|wnEn|9pLfHs^;oC12@4W68L8%ZtPm-c z4b{Nvo8Hrjee49cvDwRugA2da!zR7|^)9b_9qs;;G(GfyH!?{&uAZn)hrl?9g>2*{ zc@+a5ANvBTGHKpnST7$p>V{RL$!`VE-x%@RHMd*N+$v|@K?bE`y&6zxJW$|?em|G` z5V;*(U($s?(G1|9a8*Xbq*1Q#OtC9@+8xErxmQ@$O!+73ei%3oORynsLCU1ipfWEE z%12naxljPh6e|@oe)$Lin?o7|l!DY(y`l*%%moS@`)6j%@)hoJ&^ZJe0 zoBG4zq$zA5RkpM&;@$?Z5C!?_T^FnrggcFqy&!G4ha%_-;)^5Dp_t$oZ||eeCR}VW zx#n;Wj96D+(+3riqhS-Tt84+&g|N7K3>%3mgJBSS%Ai3M#5oyF%Q@Xq;AWqrXX~qF zC`3}gzY-&hR^#4CQIXFj+rT4K0^!douzZDr_+-}t`(X)IU3`cD9hBOB4D73eP^7@C z{WD(!@e!#?f%eq}ZpNheJV^iI55Vkw&LkE86B_o#ZpTFV!^+q8{sdq*Q`MG&%G+(C zAfX+U{3%9C5{RY-#El3bm;p;lq$=GoWKM`=wkVadgfL9Dk$&y#?u;MniJeu8TX|5r z&Cxdub-7H@*4-M}9*(CwRnfe22Fsrw1hs9uXbEU>No?dlPR#VGaGKPI;vO_={y@!b zXL30nD!YxLKJ?;Orq@psg!f@m8~qQ-q#|hDBpG{Kf=$JvV>Tn8FII~i)ATckUWs0P zx?ag4WtwK(;AgL)qw)rgpjLA68g}d?D6#Fn`NSV}T}->tEtyHpkWN2@qghGg*`)1^ z#`!58C`QJIfLXq;xa6sI*9z~&X?shtMkMf{;Q!~9P3Yd{t{*UF5eq#)qn)9vy zM?|7G00|=16yH(HdLMD32Xe(J+9o#dnhSdyy0GpHYiBVc;4qy}B`a6~YT31{38~hS zL66QYy%HVZ`hWig5~CzdAQ|&6kZwO8wV}m z9|ON4ne^45i6Opd=~tSVq6{SmN!@urF;6Lg*P;uiP7=9oB}>Zh83g&o(^kr%brhF^ z&F;cNyf8WgS$j&R_QAwdcE?JPd}=VxlNhvP1O`Ju`k;DHRK`1;*)ja2>%47S`le$w z1e9x0s$C$hB#@Cw_&+#AY8K#nS&v0b`P?cNi1$+NH&GnH@jW z@_z1$D6ZH)n3qyebj$L{Mrk<7EvZTvMO5IZ_wtUeoqFy0Xy{ql&$6?__mivz{yuLa z`wNF}!&5-ti72G%RsCcH0Rq}K7}t_krEsN$G!wc(JdV24DU|}3rWXZd8`MVeiHotzpAc09_p=)Pbn(7C{mhCubu2$xHM7>6ULq`6B2_7MG^TWFUmId zEz4!>O9(Bu1zAgIER!u=`<@JjVT|{T>fZbQHJ>x*`JLx`&Ut>%Ilr@fpJR@uW4UL& zS)zLJL20?8j-4DbJ?2;w*lN*ZlUr@fK+!nf{Q6V#!XqDBh-Z%`FX`sw)Sy{@JEI^6W_!+2xx7JBxQh5a$#YFeKC z=Q{`U|4ldfZ|`SKpAh*vtPMTtdoIfO0Rmu|=)~9mok+lJnM)D(S@Olxmd;1$tQB78 zLuozL)}nW1;65;FLErJ#qRxg z`G+_}Ib0yzIaVD#<L0NDOv3wuDvAhn?^~>`X3a?p}MN5QzUHz zW@Opg*Iz|ExM=Mp-WXysVBPAr6?yG)4(jNMI{$$ze4tcuX{$Nb$CQny|1w`}$o8_S z25C>PX+!v{hcUXNHkJ(dn-kHTW37Gga0U!rRKpW zcP^6*X1cZO^%z&ywGs(_c&$^tSE1p} z9WgAr(_ErGC(oN#a5b)K2X+v%{d-W&d%C_+_&7#< z=H=nm<~94Ap~QS2}Z6IA1Uj4vAe@{Qum=4rQVsnN!q(Pv&VbZs}qn74-s zBYlg*j)5-)mTTAG1UJ99@VoJ}@Z>Jyk?H(3@z9|LR0cQi<4+YGmq99ucFRL84%69N>u*1YF;^Cl^Lmo?Wy;t zsiga*I(nb<-ss2`pDL;pi0bsl=)UURI{RdUce?sCW!Kv-2j7 z=i5GNVavGE9vRiCw8@uhE&I{oQ^Tme@z&sa!fi#BWBJ-bbN+?ml5!Gntz=*RdFbq( zQ(ZO&)i?ckoqUW`Pe~rsV~vI#jq%1bd`W+(<|uis3ve`)HJKh!={c!3LCVPBhb87n z9^gqETFaS|+)E{T86TW;-NRlvl^Z|1zB*Q}gcKcv4pme`qq_GmuKR7hd$^RMarn^V z_fa8n9rB}u8}d4_b`Ec~hwk{6$`4Ccm{{yj)LECycb8jisLvg7xcSLzIt0U(aj2y7 zc!FDYOPo`hk;PM2u*#{Wdy_p&0*nHI#E25-G_!p-lt@z1y(TXG>;^QCtb+J}#ONR= zbLY2%dMx?QU#=`#CR+kV&i2R_SaiRAU8akE;Gw{9F>~Yy;6}7rBAC zl|gABV8qzeJ;H^gJM=d3Vg?C8-vYb{%fx@>t7TuEBtRd-BMkb2HK3Jw#1zy*P)E|J zkt@h?l;Q%sYKfM#qGP>6oTq|)bw!3!*ciwq{LC$_o4Q=M$Lx_Yhz#^YAy(yI+2G+= zZ}fi5RO=4x9EssV$355_>ZH7WxW0Ldq4ZgCP%yC6pSveTSt`Z2DRl5ay}&fxjdRf* zNt;B>GnB>(rOmAsl2l)*32H0q2OBWR;0|Aw38QWtMXk+JoJ4^+XY^$e?8LP#G`2H* z`4T!k^zqTu@#FKK>A2`J-1|PWwR{l!!HPBusht1@iw}pjC`bxW+ryRk(yYS3I9AmQ8$hB?%^d#ap9+gyT-L5hJ7C)ZS0be zNrbGF6(UPp{Z`EbDTu=dwb01YZZ8obtZ+Aa>XW#MTf(Xv$9OYSkvzN>nEV{cc&Ah4>~dktO@B9A1lz13^-zbuaXP zP~&B>{=okn5L9khruQ^%HxrYYdJ6$Al>~v_2ZQ#h-r(xKlpYPMZjho5hPpNV36nHn%QIh$dpeP%k9t4~6k zUjh@sZT9T71p}XXHnSEPfxVhD-^BGQZLM!R`mh_LmF%jpM<#&N!g?ju!Y(L8+wHK$+Z+1U*)a zhE8&a7z&<-#z&AHbuGC8sl=a#t`s2owXJcG#PGpPOvG~N#a(CB9@W393-SNqs|Vab zF=54Xxd=Hb6z$TFPiRLpCtM)fpogP)@5*_d@MHbi#(|@uQ4@!U^bIG4xK~ zxpM+TPV|d3bW|wb>tZ7S%0*FPQbt`^S-B z1}qmqT+;wI#K*cL??XB1ubHxW6rm+=1OQjM19P_q&QzTF7;(#{i{bzCeS8j7J{KB9y$D%bRyUmpfjB&n+W_>lgk5bgYA-S^NF>A)AZrEM z3bwP5G+HDDIcf|22u#50G60<4DRH9{@+F25uE; z5`>~l7E-^&cu#;N0gC>8%clJV#i^CfPIskRyh7G%)^bi^AGx$eLG2&0OqdwKpZYAI zXCBaW6c(uX`X!0|?d{Tesz zgt96ed2Z&8gh&kM^c62EB_tB_UA5$%Jugr0=P@5W=_mSUe2?B5LXH~5cWaE^a5}NZ zMn4l7F&AJRS?a5%+&w#(c)7IpMf|Hb8H>w+frp^k8*+z9IFsm${SBq6AiZ#4WbW&z zT@UWqa+M|7BY5?U*beOImEk$8VCCAWeOEYDxL9I{a-7>(6) z%8!v-Qy7M5>Yw;LJYn$_qF?}&lpCWp+bnK=yHkxA|3l#~ejFFW8i!DFSv6xJn{KFt zJNDP~){S-sEnx@ts3hWOfw)f>jI=OG?*bQwPXFRA%KOu|;@)*IYp7?!a>dJZy{&TD zfdzu~`IlAQYfq8(W3B4K-l+2)4oBB}EgR?t@k@P;S}%E;j=V46k$PgvwdTI4HyD1{<9 zGus(@S`N)PKBa>N@-er^O^V$_idlEc(_N~i@I@zjL%Yu9Aqw$GN;@W77+}#8 z@zM>vbQQG~4=pQqoix4+H?!#rzmOgtR)=kX;@o-2?aR>A?GTe{n2Tkl7-JBC;elKS zpih>KJ1{|z;%z$V&*tV39d2U1jn@47m-`y+HZZ8n&(!FY?fo7|itG-I8%2%I{ySkO zAfYFi(o6ip*z;3%nwkW%%YMoJD`CgWbB|dn0-No;0s7@Dhv_GuzJ(u>W{oBNa9Vmt z{3iYgWKp4>o6w-M2Hht+C{r(wGh9GBxZ$!_;kEQ^U>5m|z8>U^8jgkpjcf0sgXtC8 zH4nkMntXccGMMl6AZvZSQCQ;Zn?D5yLJZt E2Q1Z)(*OVf literal 0 HcmV?d00001 diff --git a/doc/06_perception/experiments/model_evaluation/yolo.py b/doc/06_perception/experiments/model_evaluation/yolo.py index 56dd7b80..f7ff342d 100644 --- a/doc/06_perception/experiments/model_evaluation/yolo.py +++ b/doc/06_perception/experiments/model_evaluation/yolo.py @@ -4,7 +4,7 @@ import os from globals import IMAGE_BASE_FOLDER, IMAGES_FOR_TEST -from ultralytics import NAS, YOLO +from ultralytics import NAS, YOLO, RTDETR, SAM, FastSAM from PIL import Image import torch @@ -17,6 +17,11 @@ 'yolo_nas_l': NAS, 'yolo_nas_m': NAS, 'yolo_nas_s': NAS, + 'rtdetr-l': RTDETR, + 'rtdetr-x': RTDETR, + 'yolov8x-seg': YOLO, + 'sam-l': SAM, + 'FastSAM-x': FastSAM, }