From 33b766fa0b3a948720b20a5b81d64c245f12313f Mon Sep 17 00:00:00 2001 From: Jason Andrews Date: Fri, 30 May 2025 15:41:51 -0500 Subject: [PATCH] Docker Model Runner Learning Path --- .../docker-models/_index.md | 53 +++++ .../docker-models/_next-steps.md | 8 + .../docker-models/compose-app.png | Bin 0 -> 106634 bytes .../docker-models/compose.md | 123 +++++++++++ .../docker-models/models-tab.png | Bin 0 -> 74288 bytes .../docker-models/models.md | 197 ++++++++++++++++++ 6 files changed, 381 insertions(+) create mode 100644 content/learning-paths/laptops-and-desktops/docker-models/_index.md create mode 100644 content/learning-paths/laptops-and-desktops/docker-models/_next-steps.md create mode 100644 content/learning-paths/laptops-and-desktops/docker-models/compose-app.png create mode 100644 content/learning-paths/laptops-and-desktops/docker-models/compose.md create mode 100644 content/learning-paths/laptops-and-desktops/docker-models/models-tab.png create mode 100644 content/learning-paths/laptops-and-desktops/docker-models/models.md diff --git a/content/learning-paths/laptops-and-desktops/docker-models/_index.md b/content/learning-paths/laptops-and-desktops/docker-models/_index.md new file mode 100644 index 0000000000..1c8661c8e9 --- /dev/null +++ b/content/learning-paths/laptops-and-desktops/docker-models/_index.md @@ -0,0 +1,53 @@ +--- +title: Learn how to use Docker Model Runner in AI applications + +draft: true +cascade: + draft: true + +minutes_to_complete: 45 + +who_is_this_for: This is for software developers and AI enthusiasts who want to run AI models using Docker Model Runner. + +learning_objectives: + - Run AI models locally using Docker Model Runner. + - Easily build containerized applications with LLMs. + +prerequisites: + - A computer with at least 16GB of RAM (recommended) and Docker Desktop installed (version 4.40 or later). + - Basic understanding of Docker. + - Familiarity with Large Language Model (LLM) concepts. + +author: Jason Andrews + +### Tags +skilllevels: Introductory +subjects: Containers and Virtualization +armips: + - Neoverse + - Cortex-A +operatingsystems: + - Windows + - macOS +tools_software_languages: + - Docker + - Python + - LLM + +further_reading: + - resource: + title: Docker Model Runner Documentation + link: https://docs.docker.com/model-runner/ + type: documentation + - resource: + title: Introducing Docker Model Runner + link: https://www.docker.com/blog/introducing-docker-model-runner/ + type: blog + +### FIXED, DO NOT MODIFY +# ================================================================================ +weight: 1 # _index.md always has weight of 1 to order correctly +layout: "learningpathall" # All files under learning paths have this same wrapper +learning_path_main_page: "yes" # This should be surfaced when looking for related content. Only set for _index.md of learning path content. +--- + diff --git a/content/learning-paths/laptops-and-desktops/docker-models/_next-steps.md b/content/learning-paths/laptops-and-desktops/docker-models/_next-steps.md new file mode 100644 index 0000000000..c3db0de5a2 --- /dev/null +++ b/content/learning-paths/laptops-and-desktops/docker-models/_next-steps.md @@ -0,0 +1,8 @@ +--- +# ================================================================================ +# FIXED, DO NOT MODIFY THIS FILE +# ================================================================================ +weight: 21 # Set to always be larger than the content in this path to be at the end of the navigation. +title: "Next Steps" # Always the same, html page title. +layout: "learningpathall" # All files under learning paths have this same wrapper for Hugo processing. +--- diff --git a/content/learning-paths/laptops-and-desktops/docker-models/compose-app.png b/content/learning-paths/laptops-and-desktops/docker-models/compose-app.png new file mode 100644 index 0000000000000000000000000000000000000000..41bbd49fa1c6221c76c3f9d1fb00a7356f5ad831 GIT binary patch literal 106634 zcmeFZWmJ`G+ck`UQYr!h0xC#%hcqbC-6;qXi|!5)5GAEM6c*jxCAVnh}Ao`-- z0-w0+Lp2c)&hFu^dZ!+30F8vg z7cXGnl#KkwGc=Za@zn3>3w~(IV+k7y;|t%{#vm~h7AY>G#w)V=_(E6%ALFyW3o*0r zw8!2|f|HSDkCki>|IrlhQO~&`LK`i;HwkX^O_Jagn%f6EsiNP%DcTqyAhF+gyo{iO z$NO9e^X^@Q_uXfWlV>*&x{oJeY~`01S68OC4=ryIAy7YGny7brEN2GZqB7`F9e9a&1&Mn_97!w4ibfaM!lH}b$NdBgehI502fXv1ej~6TZ z`RJt853yA(~dhD5DRO1dL`AS|X8%6eiR_(IuC%8VDmXl7%o z+}X|QkpG$FvESIO*B2BTUobh{c}<^v#?GHc<$)DDR_3#=V5|M=rbdfqIX~VEv}x-*u9sx z2laT?G5wqAeuy}8B%BdpX9Gchh>;z8^dEfg($ZY8SriKs7s z*>c}v|DG%21@7}!6TL2G*$0%Agc0xCTO;*onGa%>Vx?khW3js2=<#xWIhuI%Jc?Py zUau3b8?6hNV^rWwhCXVQowt6fl1R{V6W`Zhj@5>uioc4iYOhMG3Tq0b?*2<6tKg&7 z@AD_er0zE_nJ*t+;$3ok#*;`flRU+Gi~8^x<14y3l21O?KFrTzDLb%&-!p!*)@QZh zFAg7*t`l(=ai^o8fYL2eE;?!y!P6Qo`I zMSmLVfX9Bquar3D?Smxk_vjuWsOP!SLoz#T9gV2s-$Nlo#b zB117}Koz6(cMuQnW;RaGNn>Q3#DbCby5+?R#d51R#L9at;iNo zeV!YaN6SL$E!W zeW1OTJ@FdWfr%@cEAK(gKIMM-0n)+VLBc-qgL}74Zb{s#z2ka2<96`vwA);S6$BxK z*$-HPcZ1@C9uq_aPY0{c3b*#8>KJbP>oL z_z-^wf0%)gohojyyR<8z%bz}y9+5tPeuDlb!-(#~TIaL*|4`Y^DP|rx6jZFu2c=C^uT&(di;~bVjeKeF>+VE9(ytB zx2U*A>IkiAt-f5QbsV%Ys2;B7cNn!>sv4~o%uMKuSP@$;Y81yxXG>&@atn=^H-$qWso{aH*X%}vkF*SB!gyQaw%xYY+USPd zF6Lh0t{0&mA<6A!R9~bEL?>hcP1B;t#xe#}WELMsWd6IH=r13gOQCX-KTYTPsgb2( z;%OrHfWlm5Y_8~N?(v*fGqLCcvG=4kq=uw1Vw|F~FI+^U#6G0qixmbpJWj)F4upiZ zw1~Eje3xb1)2uKXZ?mmkr07IZeURU#VdDUu=opGJR%_4G&*#DN{}33!`|v0Z_gjvE zOe@>MQL9`L!TR)i%tNOh*`5cZep)>q$v?v7lbPd}!>h<_=-U~xNg;{ff2i!dq&lM< zC6|LDLmx_>L=#3$gujyul;Z7dH{wfSYAXUIHQ?)SLJObS#`_P@3QVZYKd?0YiXW6aUWGC)gh%P zm|CtYhPmw@)oq<|j+;-Eu9(qe?rX*wYP=X<>R#_2^(;F5wCiuBgb{ zv}x#SbUmRP*GAIB_i-n)#J!+5t z`eW|RCGUmH@3pdhvg|4BPpgmaFDgUmhTY!?pX;Gz*{prtcz z%hKsI)aeX`^w#DbM&kRk3sXe(DXv!sK6xmEm>9&b9!Cj8duZ>7EJ#dSQ8t#p-)J%R z=ks?>dB^YZwCl0wiCgPdidaBOSc(eYsOQX6Q+`*YF1K}9pdpj!OZ1nrp)u!Aj=s;R zwHC@=u3Q>#iR^!CGn-qpvf^x1@o-yC+NdpP|ItphH8>+D7v(8`(YGCTSiGb(l({rG zo???i*BI-*a=dzV&|g_*HH%FD#7q@E_2UgHlA5{hCkSmU2=bPQLfV{}xyENuk5)u+V+t)@siXx)_y&U`>KdFhmy)_RL zlarGZqZ1pWm8~%o3pY166EiClD=PyygTcz>03G2^OKUoAN1?L|GcN6GvxP^Ebac=EYLtE_%}=}jLb~G?hP*GgMZ2+4{q3v@k3-CyLf!`zZ z-;4kJ^1m1IF~M8@M^F5xoB#O~^s@juAJeZf6F`4f7v6|~AcPi&z7 zcNoILU*8}r+*e=;%zA*u5*Vu!)v~THOZ}Oe^0ryed^|4MtKc_iNU+3@5}8IL)6)PTrJoV(gka8`+zhoF2xV&DqQzTvAp^igdVzasyQe0rB1&1Y{C~{~S_> ze^GqVN=EqWgMYvKf+bXxPWIQ?Z-k;yNz_%*h{K-z_xgWNNB9~p@b^cEDx`1pG$`Cf z-u-^wf6hmiI{o`2ROJr{Zw;fiu?VicA2|OW{R+~buMEG1JOv_Zv`UlM>%ZFrUK;a% zU;1|s{GaIQgPi-d-@?337V+6!_m}gsNAk5s*-eMq@~Y+ojG$4ftaOESwjAWu*PS;qm!E|ZX9>=Km;DJQ>aLrnQS+tgAbzZyI!LXXqK)Qr*ERVx#>_+A6 z%uueHYGFdEd*bi@L5+O#=F$C_U?O%C`3}|W)J9l$LMCJN&+y1cZP7CPy9{kxjaSJE zqZdcBg0suGII;K77jP3d095+>sZ_l*MnFe+qOL!R`eBn z>_Se)#LuPTu(#AJm*h0#LI4q)l-aPkx;V-l;*{8oH3(@JH|~g}k@y<(zVRY8Vs*T9 z3A;T(`q$DDk|CGh$tV)M*pDcF3x$lAKwWm*sia6uBfia(Z?Bj3QW{ZpPgylyL_4Pt zL7$M&dFNNoOlW%?40GcsyV-BeOxv#xwYy)QEO9r-XuTo!JpTI7^LQ@9;CqPC@%G%J zDqjcEFF>G;7HYwWezlA8$o^yTL_!h%lA)~LRFzGuX{o-{Nh^`nx6=g;9z-ORyX*;; zHQ59lrpm$}8ZHhejWUxQS(P$n8K`H%Z@X`lkH)L!YsTF`x<%iv|B>q#u4IKFn?~wo zPOyzj5X9FLse>pFO7N^hqDvZ9nrUcWVFF;T{1mS3*gpQ{E&CB^byfw%KQ zYw&cPT)uM-E0ZPFSM&4Z9a&Vh`gDhZfSMMb{9SI_pW>yfIk|+85<)OX%@qlD=8@Y% z1x~5Sv{@cQ%@+hOkDJ@)W+R4MNIn+<1{UIY)p*uS#- zh9!nPdilDS|A@V?;WTGlKahddx8H56eiZPg8I*39vOv}9VbAh_f-dXw8oLJB4Vpcz zi|j}H<`Bc>44H)J7WA(tBR2?l^^Q-VBQ5p$=%h1F z_g5k$HS_Ir^D89zcfR3#*h%BMKXUgYn`%>8Qp*XXyt_)pY)=DM^&n76%diq@%|t=5 zu>Md}a`DK;Kh&|)KN9yY>%4PlgU4A$OX)L_4)kf77L3faC}98`5MqWUmJfDMWoqw9 zYx1bBB}N-R%@gdcpf#tN9AhMn{3>KvL|7MjkrhU3uQHZXrjV`bw=q#}c1yS1j?ozZ z7;QeAc)fP3A=_=UnuUk|B86Z#sY)DiD^>l+DlBc)mMS=dw5O z**I|FOi{o=PAU@Pcii!2M`UGTAW{p`%WgVa8)bU1e(F76F=_!=&p%)`0Q;wW?I^ieuADjkl^2#e@|a{|KERZB02dm~te8nxrYBMPtLyy=U70;L%qLrF)5kf zi)kfm-{#jeKtOE4$-;UIZccII z;@-#P+x|jAuoD9FSP14aI&MLW2J_x&)`N?z*Q7eUU;(*Pu}pymS&ARuX7MhDfv~}S z8*D1|)?8a|?-7qJxv{Bkg)NfHg_5Q^@hDB4?@wbY7z9(9OMH_qvX9h{Z z4mp%>w{6Tip3CTF!dQ!h=lPD9-A)U>@wZY~p(sX-ND@ajo2m($su^~@VOde1Mdft# z9P!et^3YavEP~3iqyW{`+qH#_mlN79i&3wboGiQV2g4FfZ=`3HB3W@YvahD}mg7F` zV(p}lkn8)#tcsK1D2H)ua+x^AyHywAD2K1=6E}x{Ky64gN!63+aX8*jKUKb3m`@je zs-&IXGA(Ljxa~R7$+DWaZ3vHaSx)VR`HrI|4ytAWLpmluQQ`9|!HjS^-wdPDx@ z@@iA0FE!2EYB@&Ko5wrVeybl?LQ*neeu)@kr7gC#*zD~6Z~2mL5(1^ za8kcWq)BFn%yIj(Zb-#XQf)*z4UEuOviE{0(2ipB{nK-QBj2#YZ)QRf?9r?k!5R5x zaU`wWkh9No`9g7c``ui#U8r^g5>!w>i2-%mM3@i=LH;y0k?*SR;Tuxi8A2g;|EQ3B zG~?DwL1aN!yZw<(B4mUmr#Prp=~#bK-RM*Qx&5O}CfdBR?>2Lv2|E?b6=>L_Rp0kg zmr5r~Erzp4E6CKso{NtAag5T2Ci`Wz?tJopEJ?Sjrt1+E79#DD#u$GWR;chy`}x1r z*Lxmq2vtd4MUY2m_+Ys|?GZt@O3+GU>X$- z)r~4vKmEF!SK8AdK4ZGg)`3;|J|vkg*HA`cta9?UVR~9adMIW?lD%?DV9hcw!dF(w z_h!G)NS@C-VAAs2T|&0RM^(nh?FLaQsy3Ip?mI79@z7Yk%JP&sat5EsX0ELv|+sT<~E*%{5i z*5n%c9FxCH((q_SB=lf)*zO!a$M}zE+=oH9p50jrX^4VJ>j04;qc-?~X~7ZFy5;5F zZ*CyX2P~fF)COa-$yW6PiWkH?;h4#zGgUg0r%@UNAW&*(rF!6T{At8s1=C?#SbsD- zYeL1IDO<8tEvq>@LBTI#gn*nACKP;+zS)k3pDs6v+4Bb>m&uIlTE0hLkiptWe(=2i z;4tO3s;5&^8b^KS`v~&HDE*mu-$pTF4|Ye{6po{A>Q1k#Gu^aC_o+x4r4sb$38d1R zse;-~)26r3=@8P5iKWS612M07XYGd;iR_rY7<>|bxtpAl9bD~RNe(0JRk&)cK|(6q z;;sUpB{WM9vtnv12+j7!3__~~4{#p-qCIbfT(GjR0*}PCa2<%ui-dpRX5MTsr#Z{X zEg<|h`oXtL*Xv^V1R|W0Wj0pyYA82-R8yRie);s<0y3=^Q%V|gr#YjpH;ERZ#L+z7 z&*DAu!M9pC--VQ-9La1IRyixqoJ4JzGZfN92|Rbz0p1u~)EhfghV@d-8iccrEY9~x{4Znq{7V{(xRPJ4}mTVh#RE1@JPvo{M zd8h3-Zdf`~*dY_QE~*omrn5{%NPbu|WKlPwX=eBn$M|KQ5Mc6cs6>ZZo1ExNQN7h& zADesqL(_2m?W$ijzvIsT zAtkw%f~Le$dE`Hs88w0Tyr>&RXTvHQ#1pE+z(MwD`^$K5`E8VNJo0vl=KGJ@-c@3L zn4BSRkK7LCnqi(uem3dZwyw0t7SVO#?owvhe!R1AVQ4)RP1=8wWHUi!;Y3Cv%@6VXiqTx;yjUV(TW=y130 z{%C(%a{00&x1*ol-iVgf3!mt99?Q<8$Na9bkiiUsxJ)qi2e3Ctcdawl=A?7?e8is; z_xv%*FH?kGU_{$3^>8?rOYAMi=o*zRVTnD&I))_c4gKt~OnUXweW!&)`uJOcEMbHF z5}-F2=ku_vX+Y^(3#18scc>iAkPX!4*d1>wmG%mpJ&1atnL@?B0ftB<# z*SrMlBEA2t*Xt5TE&WSj%_MbO)*BoKd0dA9ytOo6yzd|E@OA9N`t5KW9LpE7)Y=Qm zndQb-PO288wFVBM%DSO$D836VNmLA{xcGR2zYq+;`yq0Gu6)Hl%fexC86iXE(x*fI zq1j2R#-x&jl+5*82gPm@6RQ~^fcFM9K|0Z=F|Hs|h|r~^3XZCsR-(bCkm3;#G1g7LM~u!1mMorrUnn%&;9<~dSsu4Zkig?$D(Ru)A$BpqhDuy+ zC}y9KRJ9?R2dVDm+{jvblK9eDP{zU!r(vmArJ!g~mG3fHkajvN@bJ0cj@H%j5+|Ym zZ;(guK1XfSE-}|m)LTIbIC;E*o@CkEYyvIIG*l#<;FWX3GVN`xVs;dcGqJT4tgkBS z(0%3?Vslg;19hrKmhy`r!I2U3aoLz&ntqQ(#@a+3qVt*p+WnKM;doyChKj@8T8by? zIgb_QnnsVx24yh%ISs9w;E^HbakR5kK(hOHaF%Nccu9sf?ZQ2W3m(-YAJco<+M@Q5npY z24eGhMM4SBQGyU^Qny{sL42DkOcVPp6#b*JW38d2e1ki()J;Z1qCmM=wI@poUlk3d za*QkN(=3!F!Es68!hHtq0Ea|6s9ts`&-n4{TH_^}Ok6o)%@V)S(sw?;IO09(5TO^n z#brLO?`2f~d#Jg=PQSbQP6v!#x8Ibh^rp>GM{#gj%33UoK@jdOyJ*3OKVS(~occP` zJ*Jbv!?dt2qpkX*9@Mm9{pL+DCoy%663q&w{|rSo$Q_bJL$sexczAU?OkUw{xMkrg zmy3tsS+_6NIBjjJs&0&z8h`#$w33m)^U3DN7w-&-2+9ua52V_OuBXY3u z>}U3SDK=RRlmY??@mSO?3PQDzr-Bs99h@U?rO3oW*m*a~l*|bZK0V9L7M)}$FbAm$ zH7_o04^vu^2A`_7&5OZCFR#6CIC2lrOk69%wNnHTW@dGQ%ReNdI^r)=WWes+tAp^ZJ`ZrxnI zZKe!nO&X<1y&xj49yET5^p$Vq=)ZEl5)W|3r^Xjjk`2J|uKZhR^fVOHW>ib8m{O8b{ z9;mCOU*_!n$dpUths!MtjL33>;%I~4FoAiCjD{4ZAb6k!>TSNIY9-6g|)Q1JAK$Z#AsIvZ~ z0YpBTBp!zxZF=89T2K}C=NzQBLBvMST_r#4is$GYf(zG>f%KeqEWu}~=F+dA+1h0$ zVGtm5O89n&^H=-+Mtv~jO<8Wx6p)*V!#=Ki(=m9LV9^_1(hl1b(8xFW5vs{aku4yfE}vfea*&23i11IcJ?v|&?3;1#5gdtF_aaUjuR{?WhQ6OstQ zPzx8xq~nZ>u^o_%6QUWk;tw|_6M(dc?C~rkFNxR5@yPxPD2i;eURNI0x>O+9_uCuw zxOn6+q+s;*?M=ul`<Lk@9to1HXcrx8C6a@V$3g@Ii3wjF;%;kn~nA?7h26W6s*HV z%8!R0N7GBYs^iM7fc%YiCGm1qU0t4S@j3!!r>GiSkK~n9cQB%r0YX0v2%~m34wpdh zOZS_*4*ps0Ul!r+Jq~b zurRU5EC#JXHg6ZkjZ-Y%VG?g{(rl%L3QU+6x8TW+T`YtOPSvM)U5-x^bK9m5-roe> zTi{Mx*(4Xo+A`gHXazE27|>bSfNE8ktyY-KOU&n7v@%+lasuXxj`E4F!?21GKowXI z?-sip-;Qtf>1wXeYp(IvI7^Mwj+1f42H$U8@?edEq^xWBXwILQQ_G?}iW`XJgTAmb z)IVi85H4}SqGug49~hE2uHGMzO4cvXx^5G)Q$M8Nsgp_I zEa(YfvVeRKd89K2MDE%&UuCpl97<_sY$L8QJ)|^0*E*nWe1a#OGJCM@dbQS_w-}7p zhJq{U5!yP+vVSmC0Kf8fsLbD4hoZ4R{v@B0coQDC1X%WFmn_A72@Lo!#sfxLZO!Ts zwf)p)UZfOA5plpgV;M$6VJXAqY;XIdl86VR?!+p1Wt@!RpS-8i(3~3!uqH7eeaD>_mekz1g27uMRIw`EJ8ugx-d$G0x*wZKn`-y ze6FKw*Ucfihf^O>#O1R4nu@&wSetH{k2w4l?6^4uci)qRFc;SC2H;2*lqnA#aAJhfZXA3UcUa=>*PhG{@Z;o9~aNb>b>IbnVDFdUw519$Q~t zrr;fhMO5ebvUK}I(&U89NU&v{1WY)J7!_-N5wir{=_Jqng<3ydQctdv!UA_H}Om@^p=< zQar5d?S;$K=NEHN6MyNl|3Du{AP5{;{Ltda@eEb}dLTqd!!0tMZmdX&92nDP`RL0{ zru*IEW>4*x<@Z)|3**6LpX%nS+pJkb%uj2AyVEbixU=v|`bh0vJl@ zPZLW3s?V77#vA}Li!#<+)px^){MbKU=d5EJBMRSdFeEQIiAiV1yk%#;vtk;f;Ln< zsd;Xt8%Uv!4>_$nEKqKV74-6aDFJc2%b=Ln;*!oiG(ywe0^Fgqn-1&E@@@bwKI((#%`Lj_&x8V@|h(h|^5tP0%WBBc}2|*=7 z6$oAL(}f^gI?~18)(V`500Jfb%FJd#$>GnNC?kSTI~$`Uxv&b)*Cf&YA`U{Sgzy>@ zB<1kyY>Y%c0en7^F_Ka67stu*1~Z03h(hAervTV2hgXzXm|Co&|Isnv@P8lhi{}2* zMd{`Kn8cO>=iANitrlN4fZz@LK$UEb8!O;Z;{s5#J6$3|pN`%0+!+M;quB4nUVMk1 zpOOK@Tc2Ey-6SYV1^9aBOZHZz_mCT zv?|zRUb`zi z66cV7KU*8nuiU`FIu|>qu7g6YN=taH38Ol&WV(So3gH}o9YGS`aSCQo6*Dlv*g-R6 zvUM99Y6Zf4#P%t@ZBYbyX(YXLWijIB+tqLs&Co3#9K#4G1&}9)h~N;@G-1 z&GK=Nm+U^fM4Uz_UEJm0?<+F_^$nWV({M*?ANuOxz+yN@g(ThdNh*j`yk_IdBi1fy zE+_suBtbFeNRQ+D^Q_d*~xM#oX(-p>%;P3t`}4l6}i!CGFaEOU&a z_inoZSndwFBXH_2t9PeRo9MOje1v-kls-meTvA&l{CZxVBa|A#F?;TH)=f*U7?3rQ zW&`LB(+fpmLZC}v_T=t~(0w)SNmun4?#S1?CuYZ-W(g{{ER#QTg$B;VB z+#ZJf*Y^SNV#>ELp3~(tsgLLq|EOrcu{KK@k$y%gZbLNt8YF-`{0i)VVO1pV83An z5%h1Vf)hv#of$OLsDHJv1KtDwS2dxdkp$RKX(xaa51`jr&pl(aoO-$ka2|Ss?^+Cq z+#b-OW8sx$T`7W%eanAE$7m8THmK(=doXxli~Wb6Cq8Adtt??8cHb7>YsM73ukwN0 z4i;-sG2R+PEGR&B32GZmlRZyYZeKm)1Dd_%Kgz)Q&i4e3QX^dKsG@6w@C6&_xCEwe zs_mBIIV~n)I~i-c;Hfwq&Og;gc};)_oT)>fK?y2s-e`a}J2o@fwZkSx)gF`-&`=W0U!NXQ@4;ZBo&!H=YWQrc(dyRi2YMA_`hk7Z z9fBUfmtaM1b~mN?x&^l^u%#EYfo0MK`pM#@^PFGRB=-e*U#CU=!3fAsdAOT#{uR6b z0}IqlaMsD6p0wWg$%h;8h+t^}UWe761+y+ok480tI*|bKPPsnYU9|^Wrw40GWsU<= z<>uo94;{x|fvQoK%L?AR!~#?6KzuN2!Bw-@><9Huj2oTZ8{5Ss%a zd5Z6~{o^YmSlmj|qXjzC9?*O~<&+}clb;buaVs>LiQx(baHT*Sbe8brde?)FSg{jO z$_IY~UdlQ93zsy}VC_>-#uk4>yG;F6r2qugn=NF_*XFwXW3U7)c;RJtd|*9Wdg_)M zbx&0naLu~gjY?wAGysn&wFTG@76NDMr9WI(hq7T{;BA|dV8*82M3CdU2ol;kxs`fw z9t?O%y;^KskO6Y4b%Db%0~n}GWTj2qgzRm6pr-|Lcu!rTu;U}90MD}$4JM4T z=j|7ak|aQzwk5KxdZqu=^7=ejltRD_vq&(E(HY4rAJNPJb2|gL`kQrqlo4M>Yn`l0 zhZLo_pU5;NI)SptMh%Pd;h?h6nIStML+w@CJvJnz4bEZr;oYoClag97qZo!4lMc%A zcDtW#R2uCs_h&e)jWF`-6}`;^cINZyfFnZB}#6z zB%r;B3~Z=-`3W9P*(KeZ0uGW|>c)O3ikO|brl z1N!e|#0>>B-$!i!Tr$JMW@60q9W8p3Qyo9>F61Hiz!XT`y#LY&L{y%c zheuSK19>LG^80Ba(8`SfBVmQJ)Im*C!9N{9xW3{7rrw?jTij>U7b@LPA`uSS$U=W& zt$7KTEr+Pe43i478TYU^UY_Re1a6%(Dccyc+FgL^=WalB&B?cCoEL&2Xpp-LZ*O8u zrC5ruWtlzNbBGtDVaS8|w{j0Jfdtzc>*}ItF13f7*Ax6j5MWq`@Fe1E zH!3E3^5bio@ACcwa14hy0WkLWGq+VQ`|Zne)`rz|Eg0*zpK+-vH2nZ1?XfKB4qu|B zc4}G(Pe=Ei;mZV2{btyT_*8R943Gt@Y+N&kf}3yZFk;k}`uWy?n8TjAmyuv;yT{|f z=QZ?9jL534cx9@(6s*jw>NH!xO&O>kdtVEf-n%67-%ZOD7v=9WaFznqE~bncPyi-~ zD?AH;XXDJ@i~GLeGiooxL^{eUfEwi|+DrJ-FanYdd!_1+(<#F_{w<#|_vG`8#9sB+ zTST$oC0k55CiIgko`t>1IZ4#K7%^iBlnHhI1FAXv-{{(W&#%%&q5-o1|11h38q8N`2fS~sClRkehjJ3RRgRLvf9FfTHk zwq}IOKy6`-Un-B|x(SF^1^^1#2FuOVDw!i;`KwHIJXVRiAJu=7tBq4h$Lb|J&!gc> z*%^d_fGmza?38^t!Z)3z1?-(QB$cF0EtBb&ZW|nXAdtPzGkK`?7@B`!QZ63V)rfNU zp-CBTFP@e;mhuvy#4HI`4b_wJ;<nxVl8Q3>5LbA5Yy{S{16^qYh@{1n z0pt`rphi5QcC&_V#qsmi_FQw4H8jeRh|AI(B(cPHpmYhv&5}|yXzCb9nOy|NiLbyW z1N`cUGuG^N?4NL>Sv2&q1t>GNtrSw&9AbU$4$AyRwHh9J?Ds>sm}-_u?LY+OX#_7f zZla>i5JFDnwS!u#B*)LOrQ&24rSmp&HDlN*?JW7-9{s@y@aNYi&Oi|E6?cV`;K`lW zQ`CKFeKmIoSihmY?>DcQFr~9=r-(^+$z>RpRmzaIxui<64_7!ZiePs6aswq+%c`DZ zy_@@2$jaIQm|^CQv!wPFjPJz8FwHBgFK=$#w9xu|;|P?>$Lor+d?I(2Snd;u1!*0< z`dB|FHF)J@4X{7LK(Ti-O4$)2P;Rw!6JPryzxP8YimFF0Kf{awlW4~(v9AP8m~76n z^e6UoUSaJfgMz@(={K-Dqi_U>RShPQ!qu}vDGe^P<(4WOIlg|6huerIERcIBzwlF; z5D+OzvtsO+O5H|Jxa#|#aQUg{;0SaCZ*a74JwWK{Mo>x~4=j{h@e~`p*+rNF$Ehwr z@}90PfO^w?%LnqRQCcu3D`;d*=MwNAFh3t{&CVu*@sK5(Xz*~0xdPirHaDf3D?z13 zLjB=HCnWqcp%etIuo^~4#hg0@2mvdrN@T9-ICOYpC_ADWKwMCTSpNxIFW!se2NsA7T=S#~=+S6q;bI zlyZYot)L0l!}al=b4^0K>aRX132a&(x;nkW|m5G@R1FNT+uaRWA!^rj46UQ((&{E5~uhB@6OY@mrBXiq(fit)5I z+k43M?Mpmsc{oGgQ`+iODZkhPI7k>Y32+%}UmxIw_ySd7gRxww3#b;aDrQ{Gj00%8 zV<*Jowa{c#9Gs?X{09lw(tM9$<1^-i?syKnc1XlL zrr>#>iNIQ%aWdp`FXifihe)445`?{egi9->O{D;Xsje?hS`hFl%ZBucxi3hVUAW!T zquL$7dl@_sc3IXY9LUmgU4epR*P;uMEXzY+z%5(+u2K~WhUYV62^?3F5>@>vzLMQ* zd$0h3n|D4!y&;no`Hg8u#wB&f0*x1l>~Fe+(82?zc#u}nuMVOSsb1Nx9sb2Ivz*Y`(G_Rr!i#hbyX97Tx~4K)d1zbBXO zfL!JXkee{(;#*D!lU_=&F?>~QDlQAdj*W^rO<|A69yv$3TMl+aU07B2eQW|$jDg{M zl|UFCi7kuQrTZS(lXPps)IC;iL)8@9FH9yhZ(n8;J%;3P)^ZNxnWuHC}*dqN} zxAd<-sFJF>(ZTO_rwDGp5a(6pcsHs(W{8T2&IcNs>>2eO$11tGs9%RkY`R(8jw@Ag zjH(_3bgwC8v_>LgC8;nFuj2y_qeoSGTAAaFgx@MU zu*{-vr+rDkb!S*+;_@h_g0&IM)gs+N)yG^&p?)z z)T*deWOBDq`h#ISJr$d&#f|wSn0^kX%h&0%rBxgohdrZQQ%tL5KF4+S%;2My(*=i7 zoh3O8fz`CYSihTNZ*iU={)T#HxQ_7Zj%r9tRA0J^4#%hh#;UKMG}>#RQU#s`nkMCF z;%|J&@-y0}TIww~k!@hq8V7dU14*gOmSFanoyu9yPA*8M!{9l8w+uaWFi{$^Q#POH zOTKdnqGYh@{+(KF!_m*ruqVnE1EkH$Rs6MM7UM#_~y1ZU>GU7mL!V=DC=M0%hY%le?qB z5BIS|Fa&WI_UYRs);|0}Qv3jwv4E^RJlN0hpVO-@^AN~8BpG_6~rf*2lHYOMnYjqSuJ(|Aj@}3L5fBM!FB?M>R6Q4LdWJ_SlkK-En9~x z_jwuY$(=?tjH@e#_~hfT&9LH89y@;-$~_W9@`u-j`!NiC8#S{58?vSxCoPsjUKULO zV4r@bIN>O&`65bpkFoigMTNi|cIj34Y6f>Pb}Uq89k^WagrS{18Ag_+qPXtWn<$o&=hqYkxNJW+5t$h*JlfdaCeTp4^9#9LV z4^aA?K4^pnt+ZD=sB8s7iPGKJ|sK{dBUDr-lYUb^g#S>z5<5fn+qdfy zDX@Ys0aIe2%SSx`+D+_Cy<6?Y-tKoX@n60E-(f*vBaS{W|YKaSy>~R;w945R8cJet4tAe}C-Om5)tS(|x^a1-#m~ds+Ak zYG(BU$3KuNGZ$6VbPUH38b%zEXs^q-_r(!{4N=G7iJ}Tfo}M=(UeCHgZ*cM99?=c-7Aqi$MBox~{oU>#Uhn|` zv`I4-Z<9xy$-p3{Q1_yTxAMveJ3;r=^T@(;j3G&y7arJ5ojlY$o|6RNsya#};e zrT+ab01^c6Cb*K{8rb*uP4B@A4sJA2{DSTOHtW795Hgrw`u?T3B6y>Mmq5M8_;+um zGJ^r|+aYED`$i(*!J==h(XQ$8U={d*Uj?8K!vFO5jY!~So`}9ue@`rGcoo>II@CLV z-v|pl7>h*vf6RzipjR*!UYPuSqxV2${{K51(3`t}dBlM#CziEYkX$?vRx9rWG6rAU zRv=SDmZtuT)|bFkaRK|$;JcRI-iK4&4hJBx-1Pj*WxCe}dX|+a$+Rv;68d(idCA+D zBL%p6z3X**Jupxt&jvQNpxVOIP2QvLKWr`+8coS<*U!|3O=d3b|88jIE}ulOC<32xXr3-%8h z03jHXxfqdQ1=lQLAoQAnIKj09-}z1iA-*^;E37vP;f6hk8R48XU+9u08;9z2u$O}z z2?lnXIl{7Nzk{sWpy7PClOz#YaFJlY)wv$-a6IbGvmx2Tv5w+KOX=iMe} zPLRBW5OA8u8l<}OI&GSR60Zo7#4bw}&kH#1-Cjbzw$ie+5l!gHEU3J5fO-gN0K!WN z&UTIcihcpeL)ZY5p>p2<-7Z_3c@h&$$bs(5BKS|HjX6L7>TlS1qkgyyDTv*?oQr^m zRBfO#dym2kqW~9N@hw8bp?rW=IqSX`j5E~K6i+H%bOxN#E@0beyQ6vT?#V*#JYfEU z7R@znACc?R$OS5m20y>RaH0{`fE0r4^s=HF)Xyb;T;*@LJT*&eoNM;4-OYz9Z(z@} za5a3>HStg#s1B2TuTl+uTHwd-k)dvpp76a8oNE(1)fO$aIH+tI>>D?h1^fKV1koaF z57tJxUYdlbQhwcqi)lyXdHEn?-<-OND58;>1vA%#6O>ggF)+*njglFW;AM0f(s9_R zrSRS0Y<7=WUyFa70@TFH5~N%|c-&cSf3^u_MMlH79&ys9BzD+$bBtE)Z3}i!0>gp0 z8|cidbt;~P4q#h*HaFNEGBsP$$w(B^`dc}G>rj!!5QP%@}oo7IBKad7$sL#(49VeZ%#-~TX z)Igbm8{gyLhbN?allhbIRJf8|U~xYh1j9xgfPKStb^KkhPEC)q7E~t@p?y1z$iTV& zV=2l4z^^5b=q+Z4TR$S(55(nf;PU3LBW9!* z3SsJooI>Bx{sd)H`0{_jz5>n-!;>PcDY9O)a%K2bu+*EfRUh0XoF;ozz8s2N{>X9c zYj@ObGYn||ZQi&=SA1L^id0jU#}KOWtWel9Q-xIhDUe++e1^yxs+;k+?wc$X4%b2-LTsZ!X!fI;<*lZ7JKyH8(j5*q~jH z)R9!)SK09$rS5_C%D_MKFi*zryFB>+xI6D}IKQ^-6G9LzA`(3jB}9o{X9&@I?1>7FuZb_Kw*%2F)nzc!|IA8O-7 zD{8r_ifr7a;%+G`|9Y!`x?g!xY^Z(0{!7q@he!<7YTdZ;=|pM}qr$!VN<*^d;D7fLRUjN-I$A??^1N5|7man3wg2%I22{?vAU0Anry#|q>BnU zD(e$R?Q0elwr@LJ@tbLOex~YH6<)y|2R=tCamThYcY@&ADe3aQ0b1SXg}BP?=@k+B zjWtE1zQ2Q4>es)G%F;ZjbS`gcScu{;yA#mrzgzh&^L65}JZ^g^4!$V1 z;R$P?3BS!LMu2yyYAlLRbiJMOE9WBrMih+i(Hi!DY|+}cLq)x6Q?x}s>Rzz+roGiI zbX4k`&=h8VJ%9i$FTaQJqm+8rDQP9%?6$2D*3O0fQ$b_#5yN z@0BeYbQHOy)I7CJFtIJQ(>9K)|DnF*;^HbgZ4?~=K(E>)Eb&7GYsixdRt*(70*6Y& z26i@tCc$q*ZPpA~jYxZ7KE3!=9MUtvoa6Cd_kp$`csx0pFWDsi`P6_T6tgP0;O{ad z4O=m+?N7&l$(OG1$N%|sOa7}o(3Q@pzw)O^w3knR{9h-Wk8~JltxAFIzk&P#j4W@k z_rmV~{Q;o6JKQ1sZ(#llremP%uVMHfI|0@WD{$if@+Upw#(&impf?Y6_es-__x@vp z1iCxsEY{4DC;4Az4R#DbY1Keg82RtB?!S%?n043-ti%6*{Rz1!f~SV{KSB49)cOjI zoXmM3^6$gadsgtNtYxGU>QaR=#R+#}qKXWztJ+ZZCqRL2;=yz?UurA{T{ux$cfTcn zXYpmhXQwd57!5?xzMFG4Ie~*<6a2)f*svgWz8tPnteU0xDX89=S?RkB0R~5#2Q0Oe z{j{V8lml&Ln^I4pYuJ^0CehS2WI^I)wQM{Z{h8r8I%iz4r zk3rxKtkbM8E;NHLtMp)(bynY`XaQ|!OcWF7PoZoNtVBJw%{5CuHcy3c^$P%0$`Qa* z)?jZ`BTP(bhdBUsp0DgI@pTynAJRFl2wYGEj39+L_zSXnw*bNC`UL5QvZPEh`!gB{ zt(-XK_A;mZm^XWBc8yB$MeP(1;n6sn4~uNk)(wm9rh+Eo;yl2tFpRXoQqV=^4p^lX z944#HpeF~x*K?U3V+vd*OW)A71!o$plC^?5lAFPg%l@h8&&MsosvWE4s+~S68qH@YuT+<`w?ulru+4U{A?ixSa#<(P7k$q(_$wBSayaR*!0$Hz!avlG3>aQzxb(2lq8;o&|w z*}3~F)UgAEd`U#B0SF${mvpaxU~d9);kd({9^_Qnsfz9KQ|*J)B2PP|AHX?Y{>#kT z1$2YG4=J^=tx!HdrlTfkgs3HRWF*;T@RKW6gGTozNNN&9@ltzHYqN7t8WeT$CcRIe zA4=ov!I2lWG|klVP4-`)GrXN`h44*l ziK#{94DQ!8VzkIP`-2+wCote(A2xp7aZ~pB7I?a7A7ea0OebEg6cc8ceLLUVvTYx* zi~=a1C*QzTNC!m|@7wg<2WdPOVWS^$a=zg%f>ZjFw`N(ag|<;%@s%*2bjDTHslrAZq2>l5tvzNbV-F8v)itzZ&W~S1 z`Ecs}y#J6(!VE9)J_aNSUka3PS=kcHSpo=<+${j~Fkj~OQjAbRh_4VYxw{o4Q6Oe( zo~R|kN5P`7e}c#qhln`tlxa0G3_QO>8v=mgq`Cw&fk(K^<#x6oycEOUSc8kILW`C= zp#^o>12M0PlfQOKWaIIpKnGpnpSY9T@<|)Ybth=Qs&zj z%opLmL#+luzH$dbh1G3m5Xq&<{{7Eq>HCQ@?#?GsNx5t^WwBv2i z@+!p3_Ap>OFG}=Yy33<+O9JSf^h?su5t?Z%P(Za>gF?n*XI)FK=L1;yc7~BpIIOeJ+&iAYuXqfHJkkMn# zGIpJWO|njIS;=xwy)3u!0m69gsMYggsmfU+!%1P*hdK-`ujo07|IS%N(P4h+?jj9n zeSD`#TuKjHdkY6CH*$PHl4SkEUI9`4DL!)cFh|vsR%!H8 zSr;g}S0h|owH|+0s+p3bhDM3xKur2!757VA;Fkcv(yjxadm0FbX(D|GuLdXUROA-) zI_-BvWA;|S{jKqo(-k!a_0!mGZ@noaRAm5wv5jXs+e?o}4w4{{Z6V3_@H>f!Kk{n~ zTaVvHhr_ei1L#3vK|CctQde?TKMz`{jzE7S^)?0f=@SX&0^S`V$iCAsjxBZ+Y25(Amn@Q2N2c8*K1I{?H z*-)7Q5>w5;sSA>Wr_j6zXr!!9GVU-ST(dS*oOF7qib# zE^xBGocJ0C&{bl6_!6GT7<7l|;)}ag?eiF=CHp92y1iuHz#i=Se)D1Q z#b>XLIw(n8G5U{r7jh=_jgrw`{_z|`?MKS1`9}EeNu42k%2!Gm9B8nb90I%NTW4J} zw{=<4J`&y2+gD31NVRzNS`^xx8rA&uxg?paQw4veukrHM+V1way4mR!oG+Sb@wo2B zyXLP@eX0A1Crf5Mx`8^b6N`{6OjQAG(5QF*E4Q>z2kn&dad^Itz5+%cQRsC`E2sna z4V}`|=qAqsXLRmyoELVFaScmP48?v<~`v_l#=1|UO=FG}j*)23RG=JrA z!?PF`KT+PY5%?9FqoyUd6gTh-3WamPy}i_zSJ%5_FHJV;aAp}95CTYpN?XN1$t|xR zE7_cd)m{jz{^Y2EBH^<9V6W4vqXV*XU+#3NsurEz=X2_pN(ZvZdcpSi$xA_4gm6bF z$@jDH@7r|N0zpzVY-%RuYP)J%*~xK!Uv*f-mObpY=Lr#Z7M&|=!<44J7d~zAkvR`q z^(cGo`(BQJO_%dFJ2-ev?-zHPxxKIo#Q8$+HwQ$JxJ#dPbcLt1q3Bi6{OH*eu^-;9 z0m!6m@SFQIDfI&Z>#+Bv<=a2^4C&>tc~5NbP4~$qVMtv zX)8@vyU@y)?fL2PAaTOuvjaZ_eq?{Kn%*(r?%ZNffgl1W!4j? zi(&Bo2Ny3ribTe=U#Q&E5ey_wLgo+B>|xER?0;%ZAIv{xR<&k8DY9y@i`X^%iCOra z@@WRxQwM?A&7h}im$3edq_{e0OkbWRKcC;r!kvwZXEUeGx$J2=y86_mc~7u-=0j1> zNdTyS=flJS8=hw5^W1E%fcV6DTt!HL#;N`TN0M+v)?jPFjz(JH6AGI&%UP;2BHdzD zy5i92^w`L8wsm7Od&GviYQ=i}MDRra`imH>(zdanpY^ISBnm{2llos~wUPL1Ykz;EC*U2msVT>5cS*7~!Xh02@D58jt1SN6XG;I{ZTtHgQ3 z6Q{JzW~{1MRaEl02946GMAAabxYa-qh3nY#OW2D&uC3iwu9rZqFGKx&5{F6_svC-W zuS|oWAE{f(Lbcv|Z2){0ttsO{cB)^LA52y)ZVX5V8akD`p={)cY)VyHIX;1hBsnP0 z$rfK`f1$)rQ7P}NK$)sgYWlgLn;+LH*SMI>fs5T~m!Ttq%I-o(t-Y~Az z@NZHaRey)zfv%2d(X&~i7gPSK!w#MEFSc_~Uoy?oCYLl#tUiAOXVH zkOL28U$r17r?rmB7~f})OMkg`t*Zw|NaR_2`(HV`-;-wrH!2;q-h)G6dd zWE7l*4bodBI!EH#$Zn6TiuzeMReOgH6mF?={d-#~UthXzc~Cs%o`8s6G@>Szr>K0U zocZg_ceqzr&uonEp;I2e=OSDthPdCuxZPs3f%Vl*rlI^^x-Vqv!4nr2pvkQgaP{%c zSX>dM-j;DtAuZFkx8|DYf!C}Zt9MyjHtgVAd>{FZY)OgW&RWzhnPA-fY2;=_N_GTs znvwk52`m$Ctu)4gb=7c5;tC9=f>)KEl*gb!@Y0PpZ`@o#_4(()+0NnXpAKBvrkid` z+^zK#wyzY+I&yL8MTp;SoQ8ATv>%IUiKdYvk&egH=1QtJ5|w4sgr|A(5ryK*BR(WN%^SI9+{S-Sdzz>xq2o-J<+L@YR%DL)j%in2mIPdcAla9x?+A3ve@;ys(pHLlXf zYdqGS?Wxa$)XOhB{9lxY2F=0QD)!j%BHqUDU9AaV2Q{4s;qgCx_FGitA4^$W1DM zfo7C6%ufz=W(sU{i8(VoqzJyidUb~J7Rcp}K~s17jMDE|cO(QhbAJo2)CTQAAineV ztF@D(7>na0EK(jbMsa1?{2C}ComW6xDK3)675hDu!5K=qMaJqF5X*O}up_o~yIBC7Hy zVH(0_+_uP|%>(4$k%s9`J1lb6iru!L+ztL5UbKK7OxXwWiRjg}0uI++C4^UAatsnM z_V|U~4kECp?^ki$9otH~s@}iN*;Ai_wfEq{&uX9 z!(LA;;cllN*iNqHG{f{hEr*mNv?uuRmP22%3)j{X-xV?%BGkCrx1a{MbhViL#%x;( z-OUeWkSQMuY*t!63oBgAdCAzp3fJ~xVD+m`*mc~XVh#L#%D~;VGXU-P#Wvc|GeXq_ zwR!2xX+Ce@{x)!be_Fxnc;zzCF1+Ov+rQVX>N==mb2ah`C7(~)i!#y58IQ7rbw^D; zTiOz#Su+mocQ~?YCG+}%8jI?+HJd(o4`JU9{|IsZbpyC~t)z0#j#gh6QZxB*lzr#j zI=P^uB5j{lVZ8p}ytk=cIJ*R@nU3R=JM5k&u_u5SPb)RGM%nL2DiTESHYTRY{`SRY zY$+?jQ`XRWYInt-P;-KJ!<{RwbwI(0g@QZn=bNl)MV}6l%&1P^B&F5>tLW|PSAv>4 z#gPW5`BmbNx9>Fx$HSH~C{er2fgg(u%*+ZGM$NUU?Iv}GiQt7?`PVBGeT2lBh~gLV z^<`yv5LeY3S($kFi=`3;3TMNlMOM-4md z`#5%e?Xlx|3uTZ(gVlLf$&%xw5`)Xh&N#a_sQKCbf4^(T<+<#&ds5`rkwKFC|5i&^WfWP3uRmC zv*%w=69*Dt2i}^-Xa{bf{`ZXhMSXdkr()LS5o?b)<_sGoub*#PYBA*SvD=R^ed|Vj z*Y;Of$>EBCNP0?XN-o|yb*kLf>UQ6+>f5DGcV7{%4DIu$jz+0c&4{M#5Tq;gy~qPO|BH|XhO%}UaL%;q4gdp>;@w90^;F- zD{97VIlUqn^=qZ`G5oiOjM`2Gyh=Q}eu{ejo(e=oSC6!W30@Bv1sa9xHxveqY!sh% zszT$a?<(C&64Wq@D1t&q!$h@JbT&7Q%YH>X9^43S zNzGUqH`W`G1uy!lX~6tyGbyTmZcNfPm-QqNLEMTzVZBJ%#hBC5Q=KY!x)Ch~y3p|9 zIR|c_WY5N$Q!B&O4wTbA!^NE?Q^`mDwp%ODls(jGsJ@m3r8`tFVH3O=Yb)cHmmkNM z9;%)2H*?yD-Y=t@{A&+IP$uheq_f8gX-vY~*xMnxk437X5?M5Iu&mDAFO% zsS8P~vvxaV0R@THg42Uxj)1E82ET7Rm&IGE3=ZATav+r+?1(gCzLCZtqQ~05;IirN z2w$j)EX?U2w;n{YqI`pwBdi!$yR0Wny%eSG{uUncQNX~H zLlwmn)Wg$r<~eGg;Ux)Qoe8Z{f?b7tzwjE_)ipRh@~jUBDgG6BM}eZF`MT0tK4LZA z2+gcLr72`7gwTZwmk@4c_P3)^;GxRQ3*WFNkebs-ciN;w?dg1zDdp2v1&Yn79NX(? zPmEGW`@<7?5Vl(@v47a8@$ zi$HCpy_Hx_+^n=~KpXJIQ>`^8YnNFDJFXW3jw$6^0ocdel&m2CMud-h}v{z`!9fZWE(j%<98 zjy?w#9&)FVwAv?)l%}v8QgyX;qT6gR&Y$v4cj{w19TuKd?PmC}+9h9(c!eOp71aD@ zxzujs;Q`*oO1Ui_avk(bXFKwC&sJaJUp%>38BSIU`150|^2&bb6OL|K464kGaxy(0 z?@S!j{(_3*LHw`J0{zPZnp~i~O&3AQldr{4HCNjgsd2}3;U+1v-{WWEC5P2^kUk1> zh55-HU4fFY50lEp5-HKu5E_!=v*?CIg5$#j1H@$k`VVb~xsG{d7`5KjHi(k^BlnIm zJJoJ-@bJKpAIjm=v_ym4rTgq%MR|vo>hfNxnQkFxWyqE;4+4qOQN8p$wT1S6Z|ORK z9%(`UT7Y$z(5MvVcpCV5ONFBbW%FWh{i4C<4rJ3W`^2K+)D6MhnuPds;kHxabpq2r z7t+}=un?$pv2U>8;AuXGyN@na24pAM(gzj3PJXeL%aiiF?^ZO8iW)2_h@)%Ae!du8 z@#7Er1bIo)SH178a#S$pZnX?3IGx2`asc2j#{*P8!HLH0@g_;^NK_$C?DGWG|@>N>?g% zdqYL2sh?KQ<}&143w>CWXYnWin9b~j14v1im+7<7x=iIZjbXeX0ZQUY%WK)6o z$0~m1F~7)4zJjBVUzMqesyj5ZBY6(3ln3UPrfWw8Z}+_y)5{t4AA~)8Po!lRWY57l z@{s7A%YnMN}bS-a9?zanI}vbOmX`P$y56?PgcPoeX6JX1y@irwbP{Hnc@LHf_< z@~|{`wQpk(S8zQ&^3-mLB>8+$cDMX2I|%>FrFF#GV+mL!*fPLYn(f+pAwbv3ed|7# z-1$8B>-;4}sE}9y)Gr(6e&_v~p0gUeQl4dm@y?5rvuPwc=%QxQcMu_FV7r*UN@+^m zI&vNXd#wI@PJ#~tiAf7F>t;!>#H(w>b#LuX!uvdW`gz**MjVis=6F^5UR~nxe`mE z{%tE`yyq8>zz49lA>SLX6b>sk*xlF1$@y&LB zraKF+WG}m+ln6udGo4-9b~{K`Kn?}NB10YGLF5yU*aQxV9GBBna0=lknQp+?!Ee?# z2h}trnluusr3>Zz;-%M>^4d=dseI}Ks&_+D$Ra^{-D9aSF^3!5n{QAKaRT8Xv-%eV zTg`;tLnWR=@?6 z?^m$Tj>@pjhe$r47>WLhN>!}38f2#E6{XmL0cKbu+KWwO@;(yED zv)awW@Y&EoOqvT)HjZ}ZFW=xj(+d}SCO;?n%GNIX{BirRSvil15)EIyYe1-Yb4bEd z*Xv2sbl;uQ$g)OuG5oLApKA@UD;Fr1T+%X4Op_|tj$Xyz5)A7>s#Y{HQlRKvTz!GNmf}bMtf8iiXC4f~#@-JW} z@PJI}6~Q2F4nSI@_ih8q z7{WO=oP`J$z&`}=D!htX2vlIDi+nt#=h4;-Q)qOAYL@D9D>U* zqgE>M9^igqm}O@wZ*8RXYb0mIq{zIlGbi z=hj=pSth?RKw$Dr@ml;#7CcON1<>$X#2A1w#dos}P<_VWNQt|RO<%byC|R0q>@pk?Jnhkwp?Lh^4}J%#p9FB{Khf$7K{{|3C0A(We7e5 z9@^an`|ze>FCD*hId~TQNjo4k=K=t3x*5wi{Q6t>cMzhtZ(P2E*k71yNE0qWH(dj< z5A|wZ!|CA^Vg4GxH$Qnn{qipEtOsT&DADeztq3Deb1+n&t&2A2yK1*GhIey7VN#B# zm!PGBnO%zhsmE@C7eZLwZSD4ZG-(`u^+@2u%Nx(nA)+9OP>+664-o_mi6&-CK#O)yvCyXW^fUY` z&n}bouL+MncTy52^RuB!bu?u(-zoO1f40pv7)a$;{}zg8NB=!NBC)ChFZyocqX+j= zbnZ+wee=JDU0=+iGMjT;wgO;hnOowp1LWmwPQx%#)gS$5=VUPlw&)K$%w>yLf4}L0 z8^xIy=VlF=kR&tN-w0Omyjk#m%K^#R_{I4Mbd^<}d(xh_0Su~;iRkJ$rTwuG@M1dL z!1iA7)VtGyogH98w~}SfaFy|t;tbI0$svzAP(UzM{xRt%+X-y~GmOghT2?71fh{IQ za@c4IHH9nFO2pVjEE$18B|Zvvib&D&+{nc6u5jRySB@&{^Bdd}-x8SwbCEL98^PyT zGE7k+&EBaz39i2_qL_c2kH!b_(=CMH1B~9$O{p%%d-e9=;(<@p_2tsF3K}yFhr%Uu z4u9}Q8Hg`1B6I-VY6S}r`eRB!hC{dNwYUY4vW&q*kT-t+oU}&N(G)UmV3P$0po^OI z&?DrKOHk6PJUQg_3`|6lXzeoERRS!^(CLO1x4*#wqdNs9aCB;dzLtXyNMU@v8s%m! znmG=rwe)iq)uQ@gZDRGzX7^yQS`-|_rTzw#LOC$AR--10Av!AujBw51ptI&B9q_IU z6pO!TbCDD;f=)d94-e2=S3SaBh6_QMl5mfon9Y(w=siZH-lYr>A{_8ZM(KNVO7bzb z?84zxpAM>|r?c2RoVPbVWtbm;Bo@2QExH3AIs0OGG(XOlNJ9L7zV7Le+|~O1B6l71 z$JAIWX*$wh$J!o*$Qw3*9${q)k+WU@2r%lQ3q*jEi-w})kt0PwXk8!l>WET>=n*bX z*&s7E`Hw>mGo&JEg$Z!x_0xqmzQ=keO(ODG#P=x1%-9L!D(pyl7|LUjj7r`J`#Iwk zGTnYT*RF$4`&!a(8jbT520{-`(-TPUk9OYBKXwHZlOF#d{4QXZX7x#7R>qLa5R(4l zxwur$>tH~MGjpGBHP;(Oo&WBG2)1r9{4lmJEksrEq2YS%>1|5QHKQOx z3baMll^Z3JyD4p_h0$N{EF=CH*Kt|ACerU0YI|fMe~rnCC5=74S!XpnpE;4UEPXiSZGHuuW(ty7y|2j{CUXvP zPRrC*KS#C$hbjeI3Ky<9Miwu9s#4E}L%j~DNJyx-b2g&FM&}Z)v`Atr(tI3sFXbzJ zaQ1mOYf;OMj9Hc&A(O62l7hpD^u9HV4_272emDGnESc9C`p?&k4>&jVxo#BRo0XhZ;MDu^sSP0-Z)oKP|H|g z{|I@I^qg@SctcgO1SOe;RZ^H27%uz5no81*kWt9y#-l6^YxJM?>nnx1Uh(@`fE|4&wBH;N8U-kMSyJs|x!vB_ zWaNf0uH+(E?G(mk^Hq#gj4E0(5RpYf$JNTA-#|phvc>4tQGBrS@-4EPPs2kvyFKcO z^<@K>1*@Ui;h%$)NcqejOGv>2Hu&^494(EtR?@!oZbqwy)o2b~7Cg7l9||d7eRcR8f(iQgx+T+iYWS<3e30^`tFtb z>rmVoAG|i%!lGp*9{go4FqeRSJGX~ccIbPkFiR0u!r@C!EBZKu6DE)0%6>MGZ_tjR z&*zpTX1JajPRbAN&!vQfNxyxZO>@xeti^i#HssFxZyKN7p-M98E||oV$+OzOgZEmc zIXOw-qhLh8ubecMm55_2eUf=m4_3mEqb`VJE%;D0li%T(e}2V%eat zyKO-~%{}a?kQ*&i*Z0_I+5Yj;zbnEcN@#G`z42{v+6ZX^7Ey#9^hekOy3l%#$VSsP ze_Lq#H5zuEDT)7{c!=4_pelK1tFQTY=#+$oX}a`<+=<-~&5%_Bv8k;md6#8 zx3fpg%gUWtVCaTPhNX;xiV0R~1f!=EdTRAXv>@l|CZKwWS?!!$O-cP3zGP^eC;8I& zIk-PepWz!8&ex<;;VGeF6Re`9mUmSb{^yH_R75>wL;UGS>%^D&ZkL7egd$RenXMYK zq1+iunu1~wjOw0XHeAni+;<;%Qml>j+0TZv@Ypf&_y^I(A7L_cIy1U&*y~Op%ua=S zJbMlf7G+Ec%-&KEqn6D-w9(f`dYg}} zhi8Q*M;_nib8jYKvg$B4H2Cj3N?RCQyhrMqUhfN5%r$ogAt8e(g%D;zJc9Sy##S8r zUEO44*nj`f`UC%d;R3t6w+M%=PKAmzQugsqPYBey+N-RgjU>TU*VJ^C2i-};%chQR>zxcrvCuLu&5K(WjrKM*roG|ILF1??>)1*3J}gR@+9m&fB49OC zlPZ0KX=)x@(n)6Rxh)7S2-uxI9@2DcFQf7153gn6zJ?43IzAdVJ`sBQbjO4K5ydbq z?d_B412Ikp$$K<&r|x`z7HW9Hys?DUCkuXp90g zET@TNsFTHQ6w43`L({Q`y6{Heisb)&{a^~k=~{oM;k!)xTJ8&FIxYUdrbN=(MrOn- zzQi;#^@M}^+1o_IUm%GrANrZbJ2h^7cfj$%f+_#dYp<{GnT7?n)Rn5Y8K|`|Y$-Zy z3Q*ZPW>{oNVcXtQ3M4FH80A&(7%(dTH?I-A{x9~c{ENU`m-U(2epCcQ;yPMD< zJ7cL*V@{Yd#P&8Ckc@*}k7@BL$Iy-PBPPjc5>ghA1QzA*IDlen(m z;7~u#!gj*u%lsq~hspJabMMsS@sf+1z)0h&b8yz$FiQv zhdIuQSR#ItQ<{qi?nd|h^Z4{XUpFpGVt;b)*huTq@QTcOa2)RO$1&3j~ z{921G0a()dupjT?3J8%=rHND#{W5dgf6R_^1#?>t65|urWYR!V^zTWNID%E(&c>*D zjs!JxbSk!lR7LG){*qdkzilB5v7~j|e0Uv4Dpei0=iu*P)kjbr!ywiZeUi^`X-l<5 z)bpP1ZPcE<_*07^o=gMwr9lTG;;kRX6Fn=XsdQ8(@UXS4i4@HFK$_yn>>6R#U%3`@ zj}o2;?PKf_sjN%p-W&ZO9T)7^L1daR+>llI{rL6X)ZYDK25^?!K?K05=#UK{;Y5$y zw_nN6Msdq7r~lINjYN{iMo{p17emqeTWeWaUGbvu5=F5L0ud6$3@=qrX!?%NBKKg` zLHe4GUT~6I6nC69$LY@v$(a@#a&~`*(V)L|Ifd@zl{Qc7UyCgNk=r82o1yKE`{v?5 zH@B)ID#ojN>gv(M=+{Y+ogk=4?Hx6DOK8<^@g!SM0^t2ee!5jtOKpEZ@${RVq3+I1 zYG~U@)`4$p5?6A2YxxHnl!bq+cwDc$-lV7l}+_f{cG^eMbJ?DuT z{gW%A8si8>6etmuqK3tMf{F}NksqC&N2vs(k1xdEW5PkoF`20^H`m3V%gHH+9iPwV zSKU|!ry2oH0=!Dl8)}>d(I7>w-yV$d@aALegCy=#$Yz6?8J4YFRog8B6Fu|xZ; z13Ze0S`rxt5of&V*$W1Qgqho^UG*4kp%}Nm389AWnav16}dkK;YW+>eHCAL z&INX1@oUbIYa~o9M%RG+J~F<31O1vC#LtSbHd=VGIxpW=3%o$Wg0t&WK&G6FTi2^T ze@_>(((xgl&Pq$=ZYJ8z?7^p#c{vO#tuLYt7~%Q`*s1RNVdV-E9kz zV1~m3I6iE$4-|gYhJg5@Fk3onJ7b1yWOIX2DR9qfe-jiJ_c0nQ{u17rqxV+4KMsMZ z01$Ph2Z%Kc(P}YLk?~REUgsIpttDWp7+)0z34jzifhqgIBPWD({oy&H>{G?b)(56P z@`sh*f{i7&#{@|&QBLSm4TAviyRy!rfgsE4ah(daN^s3r5@3rymPH@dV zC9C(|s^gU!m%a6M|N82zUG9#SkMhYR#|qxHis|wWoXmR73eV3mL%GhY%Oyv-ZV>#MipJM(|A@JaIL-J zboOjAz)ucsk!@!@=;|f5=#PIUO}){BsLQ!@gnM^BO&9YWC8a5TX*}aGuEJ5&A|LeB z;T`IF-@CmT1p|lrQ_ibc?Ap`Fr_cEoWrvPhlq7b?-b{9YyT{*9;BD!H|H%TF7$t@C z&GwehQ|t$OG4U^alf>jPRccdkz2Ja^D2tj5@b?LkhKV&`D);mO%KWtdC^F)f+ut>+O8 z;WDMsNA{kM03Sy*Xj5mb<6 z02@b60#GGo>U%`Z^HeIl5!(EYvMbuXqvohoOC$htk;r zE}O9KoPO~iuR!~;99UjIMqvvuYFvl2{zzS`JSCUJ8ly*GW11cuKk#kU)$l4MJo!H{ zyu6bC#Sj>F#m#EY!@^WxVhrayd9m@(4Ap5X&C+lQ(yCs18dYEJFvoEESaijVNDHH%~6u&Cz8 zzpF1N!mgq}``-8B&Y0(Xjqko5esV|2+8bBR%dso@( zCgy#h$d25Efu-M^Px6IEwW{b&!MdscWSg=FO|VAnuk$>HKFgMI?zH=oEKCzLPP)w+ zea4`lQzCg1W^Z9tR#ifAIr-kt9)gBT`Ipgq6v5%2sRqIsT~e~d)topNus^sb@Kf54H-XgOqsdWG7rZV zXf3~ancXfvJbU^ya0%!eV`qj+3E2*zgTMr|n*q|4Lb1o195Wyan5}?8@lBu`)zCU@*p_aPY>tKV)NTBos6Wfhvg8zs*cxgX0VT}Z6!7W z_mw@D&ZsL24~~1|ee&t>pvOL|kYf#;52k*f>8EbUf}hQ}YsyJ`Ha~GA$j=)jKNWiq zXf==OMg#(LQepj$%||mpaU|E5rgTuXLo`bE&u)ETvK0lG0o z$QcO`a}}TcvvHF1agtU4Zhw&SQSAK;uZOP1MK9--PL1kV0N5AX--rM`>zrn`cn@WvU=#Sub$?wQOi`xH2|1A&K zz{`)N5xAweBMu?~{jKgGlo!bLK1xf3Vg|<#q$jb-3?cx720><+}WO^}L67@P@*?t)~Z{PGNDT361b$Jb+KA>mue;kpljD z-go<7b;ed1u-4V`-)Iw&T)fTaBuU13``Wt9)_kxiosOc|0BTn*R=D1>?=f~#2YT>_ zi++`n@9vr{JYZ2t`aYC+6X`5SJeg%oIOoXEtJSyOefy=vTWtY-)%1sazs|*=Q)Ecy1o)z`Tn@>JfvFRswAX0ex(omGi6(gMxP|J6v=ILTwu(o#QfV6xon+dh z@U0KsskN!xg!YdJSEwop$2RNntrMg$5!UbniC-KiV(F_E1q{T|f5VEUPYOz! z5coy-XUNFQN3-JH$2k4a=(C-bJg6n{EU@u0_-QfkMjG1gOO#Xn1SuLcy&QJx!?S22 zv-8e%*>6@#ZBizV}fA(_vBkfZS13@z%Yo^DcQBl++8+{El-|<;uGHcg3h+VgCYp*^@oV! z?C*;GzlPfJ3xyW@e)oz#fxiqON>d4DrQhQ(!CP|`8xw$8)@8qt?3#W3o#sq2+(hk) z*|#R!QU1#vBHUxk3FIxK93>VRls=J#?Ey_)r>4sKb69CoD9a zu``%HSb`}V@@#xh4ln7xIVupgw1HF86o%E2i$!zvhfsgB{?C_RMPM$}ZX}8%qjFBx!D3u7TIv&j`WA~87dN-X z*`I`LkDlB%ydr#vbsCGo`UCdncP*iCc-pzguR#vh%^r)-B3!VO!}&F#m3Qx&t|S>s zU>^l3Xn!QM@LxnrdFDN6dnZy5KlH?>%-W*V2M3$>y`5)6qX_9s$0;{$%2TVMr}zxtNDCg z-O#baN<1aYex{(6y|`_b?}GRAW#_|H<_IAbnKh%Jy#dRhW5}5MVzE#5POACwO@Uux zAR%X#Vs@*N{ zm20l;)2-YVhm&}_TK=5kK-v>*$yn@X)L*4Ii-oC~te+3jM)eLpa+cKSBjcMr;_PIU zmx)sQ8UNtyysf6n`qVPlJN{*0cc-FOyUz*9_oXv*){JuJQ*{+B<#B7`2o-2=;n(v@ z*XI#7vxS@75t&@Ba&$YZUI{dOWw#`GYZJr!4k@fMNrO}lA2_cO9!_j(DO^bJ+DPQ| zr%Q#1q7ls`t2VcX`At;7(LrS$b#rszUkxvJBYejDpP&g~~mVQ>8$Rn$UyYEpA4UusCv$o^>9=VOCg-%2=w1jl(O zhiyG2QhpWKJT=R7DZrWC&*7l?;flAIh4jP)8HnXP^+;qzB}Darb@W^MUCG8DbeH*O z4{_g!9fTE-zLo90Nv)eMv=J{fwS)NOjt$^0znm3U>axE^V&Bv+j7FLk|L)TkJMb-9E|CEGu zNT=Wc(k;@6ATpF7Ad-T>(A_agD%~)&bk~41BPAd`ltY7nfOMz7GtaZ$=e_TDt>2oz zTnly1aGf*P_1&MnH&WBtW8}!U4y473O215#B(28{ z793{(>=fTfX0s;Qsf?FI3OI5?edKbG)3E{}5{4Wo+WJ;;M6S8=&=c!m#fbla0&&-1CEgr{xBX}?7 z;@FN^`7UrQz=pXX77>~nD4K?|CMd-Ct8>Q>s}o3EY>Jv7A)r$7s2Ed(V!!Nx*FUjjx+71DEZC*YL~C5^eXr*VPUE4&^B z9qRhys_bCU!10(y`dHquP^qF0Z`Or;hIrXB(-sjT`)xKERWIbYAU)1?=z|V)S+IGB zrg1>oL4XD~niMW7ggIcEb{AG8nVn(Y_v^h0OGp;LR2tOAeQI2>H7bxyz-z-;oU-1i z5#Q5R(K65%1;$a|Ee)zZ5mN3K%{6Y)wEun%IpPlScl<#2K1_cc_gVK(qH>?3J}c9PnOLf0p+mA(Y3TPB{Al1LEo z2@=6GfmbprnMOp3`epVps2f!?+&j5hVs|yx@5Ny;>-`{wO|%0P0Y9F#=jt28FWmLIv6$Dv9Md(3=1#KwNkSJydL?8c zMQJ=X9?U+_$S826Yl0jSDdKF=#&JF{6=BS+U0i1UpmLbO2Qq^77FEjQDxBW`U84~p zzbyD$Jb`ngZhC^kV9KtjcaREEFFS7U)nQUiXTq#packEykW)y29Z#Zs1jlUBki|FeBM1o!UoK5$SHPY#-Fjd(`8x*WbS6cX7WjVar_Gw24H zDRRT0hD7cFAVu~>K_Fkr428cYVc@b`Z(lZy6T| zW_mrn&9rPYftiLwQSi1EKF7&sa=UD@pxfE1RWLrziAWN+@%dIlHBE%VW!_4RZr{c< zQDQom_53-q_Iq$`Uh_DR!s4TFuO=nQ_{=t8dJA^4y3Vl`Ju2H;zgV^8tP+gSw=~T~4aQ5uL+uNze$spn$5+CLbSVefBh;jP?sLG=3z?6Kl&Ge-#t73X>(d5b;JeDRFLE zla0`LkRAXJ*W8O|Qi*sJj>k@GMZ;iDgvcP+k=d!B+!VI@wrO;siL;5e?OjT?-+O9? zPa%Id#JULhD)$fhR|juk|iQO)WhLq{wC^u(>P2Thm_;i-=7Ah%2wTULF-`RnipFWnn!j@|8! zju7SM#Vw(949Yt&9Mc*!kS2n3{=zS9{jpsAYq}2B-w+U%WkuyHyuxQogeN%9>3XNG zn^@c%rn8^|nhH=_d4{d~orf~pUef2SSjHd<`=$>EDL-AS#+||}z;Vn0Y9}+>P_N;@ z*k#8rsy{cWARe!$r`2uCG5c-A4|r)@KiJ+1A8c{%Zok6+gXk2uJ5rEj-C`q>I3|M( zAXl;kPdO*Bp0MtYKACZ67@hA4=*bUwQGJ6G`-?lqN>H1~op9zTp{63j8Q6Ur<%K5T zQr#Kf_Ayc3k)!19P6;tm2p+a6Y!hfzFGYVUiMVFzXt^aNlu{(<=yU6Npuc~7?VM_Q zdcFPSZb}o?>y#-NGydz73PYlPz$e*fChCv3_tPcTO0SCV!o^MAlzH*Uz?B#3eXYMp zOzX|fYcbFzjd-*8L~k~2_z+1f65Dl8l*rM1&5>2js2x=bSzxTTad#7Le&FyUgze$q z^n)IT0Ha?rT|>9u+XKi>)=wp@C({~4pGocE z-penDWOaaIJ%kuQWe+#HoSB&eZDuh2kDP+{dND6BMuoKQKQn?KIe-?)tvUr)-_9l1 z^t-DvTM)ZvTsPk+6Kc2>EvRwk35%=S76pgJGJG6mePFX@x#QNgULPm10UspAAWNT;f7v<(@yVx3C!CAOtfw|(WWRb#S`%s}ug!EvV_ ztp<%Gig$Lb)WQ!acV35I(w!M+AiWwIUhlqaLz&B&Q_0tS`s_R7G(?|*yELVin0=L; zp5$}zLeBn6o+=9ej`;D9134XL&39n@Y_1H2Er*Tjon!m31#obn(c9^;t0|VfXTfv< z37#Lr`-1&5#~lwoHjJ^pik<9LJqG*d!_Bv5JYheQA1)a8@i+kXK@kU-YJ*Kvdu!Y#%?b`)Kl{UND=$n9ch%vh#-}B^#er z%XO&GA7lHQ3HM@?kW0SZ2W-$rs*(Z%JFF7%Y~)kH(@X+{O_9^QHEjAPnGG&MhQn6R znyMy;5IM2PxPptFKF_q_fdUS14}X8~Jdt0uNn@|jP>?@MU%t76W!m2e>sb#9i>?Ci z34zLbI!_VVTknc$$H2%#P~WSwR1B!q*(?yV zk5s(FD~u-)rY~xz`_h{x$Pxn`M~-Bnh4%YZ6f>^VESL!G|V*@ z<3}E^;ct>b7k0vS{FhkHh%h1XmE3PIO%56H2etVt{%UjntH{-)lvf*(I*^pMf6{wH z570_GkH%=Q_n+L2HbJQ{^#uIYMnjg<1IV5I+U_3_kWrPVZT*XIE)!`w7n6vgYT^TT49Uxgz$R?~JP2B@B2Kt=*kB%SZFYeCq+R!IitRbZ`G` z?j2oQrN_FOxif1tqp$J*zPt-ufNN0E`V_S1mZP@G^wZHV0f$x+Z{YHIe%$d<=BAYh z@n)o?(_p$9iM}atAoQCHiKW;8&p!>JZz4{R#hAgI8zJZI#7g(}Ban7Hvc>uij|N?U{eW-Ph}^+Z!*jx;$b|6(t<`Ph z{J53gM4&0z%X=Q_T96c#9=w#lW-5w8htVV9%4D(TN7h21- zd@WeYF2(GB@NFANkK28ITjkYmm&fRZRFiM!{>K}njl_O#AxS;Au}CSRgH=+$h*oFy zLIjEe6h!&J+)NsbC%}3CN&7XR$Gr_$Av7&%QUJ&>$i)23GM?OvrOvCV>Y{F+bmFIL zy8srhhog-ydL2+l4kfE{)pzX&?E6gtvTOQ0QZ^7+`g@m5o|K@dSf3$_BFO-NpEeHo z{fuQhYw5T1iA2X?^b|1N(XRwtpP%p$%=NvQj0Nq03U}_!!T8ZxV@NX{waUKx8&G7k zNvJoKuK-E>9JJXXX@654bZa;Gw|O&LYS%Bs2Q9EJ66~Wn>LbdfKTVh4NCO26>71I$ zRenj$pSCgsL2pxbCdaTc$mfB-fKog;sackHI7eX#0PA%!C$1(^ zJK$G9^zB{EMR#SnD_UwR1OB_60i`rK7YwkZ2X`vJ3tAB0J~WivJe7+T*h5!6Co$uV z^XS7oPG8e!c!cK!zTdm8X)NXsJW9*~uYZXmmHb7vh)Y3M$ef|o4A?&KT6WISwY3#! zc_lE%aEY5;YX3?SdpLwxVqTKZMaf6pMQ!;MhLQj&%5YQxR=K)wH^nseV zzaII>*6ax(uQ_7IBm=U2Ut=K=(||mh1{EU9tj>80FdyYWlvn}K zNncs^6<}l@2sQx)V7hEL*s};pbuO~stk$`-WY1P({RIqaSPw(`D9F6xobR%(fdIUx z=?8a!Bwp`eVVOwlsH_wt%HLL9dk27nEcHoYVvK ztw`cYvFh5;9p`JW@AHtHb^w@e*-Yo%DS2aq^#ldNs}-AIE6{SD@>w={zc z16C<>UTjS8RMd3A2ePDZn&f~9K2Ppqi{)|vRYDF>2jxp8fSk8gxr)~ZZXifPeraLO zM$>3_S$UNqnu`gzocVqU*AJek0yjL`MJv_+dm+C3Kw}~JNm*in_*&j0ZrO=@S!<0z zcnpU;ZU`~EqR1|LO&!qirxzP^v*w4uW-Vy8c&K7mKlr%3paI=(a93kiZY_8H^FQ#7 zJfr$D*T$C#%qC_)9h(A@IdfJYUSMZ-@U{M_L$2a^D>C39P~h*FTNro>OfL%WVOf$@ zGK{eUSwf9(0WXH%BQpgZLIXkKJ{m(k`f=cf9bqCC+=V3CumkCQV?6?9PM;p7l%ySE zg}{R+VrLL~P&{)i=0S7XpFQEAA=C(v-~B|g6TqF24e8TX1|dQIIPx|UkYFGneD4=g zlXyG^$6TlvP<^OoN5vi+@)xZKHy8e_+k0>kIG|=S5mj^^buRk*#a-bwAgqEh91WT= zs*G0yNBtHPw;u(jk&!LY+f~FLjj6r(5iOkqFeMM_e?(MowV9@8Fv=UFm;=?2tVrjb zILOPxy9oA}7pD}RlPs_kfP$zKR{a2friZ(obQT0ukQ906Wt#EU1@ zsiu5lV0dK=s2q^ht}CkoKJKpo22}YJNN(3Lgvzu@s1~;0D~$w}yrp!J*mReuOCCx3 z$+$qeHw=Ob<>qyGW18ofVU(sOa%rOcL;ZihW%(6^Jo=CyCw9Ds&6bRKsY8?dYVe)c zD^z$o1+fNWoTL6UU*qhTmW$O$Yx+N0e-X4}_aX$PqFM4%mgyNbl;q>BM-l9pB4GDt z_21#KZ{BOb%Yo^P@3Jub^>q5c<{BUzD zXyJHQ0n#=B)kVzYJsh*InCPxQj^<-LquhRr9+46w8}IO5Vth;;d1kFo2iW_N*Vd8B z5I@mI`A44{C&4t8MNH{a#-L&O0DF?2n?#Tn14iS5$Sv;1q_Msk1?zimGZmxBOn*q9 zEfVbJ(T15;J#J&GIrMK}e^Wxq-pfPC@aJ|q^6lN|5BL16zTbFfZK zD+=?mm6H`;@bZZf^94t^VR;7IXp#cB2~Or}R(V5&al~|Z&4_!f1o!p%n{0x{9=!jjc6QX8A{|G-#n zffU;PUMU8Ne7KC%ebW54y;2G2D~+M4H>5Sn-qZEjQ^+>#J6>$K4WqBe5yW`G7&X*e3> z*&N{g*EbE}e{3#F8(yDaR$<~C)2}uHF*=LPdM5?oPlv?5v(byYgsBz?hA>d=Y_9rb z^6=3|M|)&RO>MvwM4!Mv!^MWx&0tb*CR%23?qRyi+v>dC$~brNwAK-9Bq7a#`Twep z#vd#p=)g2ay*wPRAzx%V?rMuGB46Gal(Xs`{GgYtM>_t_lWhl!oH=mU&Q#6rWw(EV z9+5$GLpG*+y0FN;!z;(5*_(~#H~h^R=Ia!vEqr@V`icg2Hd>aX7ggtDC(b~%&ukCg zFhm?A1udRg!31FTl$h{Xgk9p~45-Auh3+KNu0dS`Fj+YSXU3e$BK*LMqC4FNAE-6| z`JGF-hLBU|Eua{yaDg^{4*Rqr9MKmg&L#eXAdgDx{(W^_>F}Qh$SA%gA{7#GIrq+6GIz;e8BJJ?!zC7h;=H+iOi{;kBK-a zY;SFpKIp@wMnl}~e!A8NKyBpCb zZQxh)?aqh1aZb|)v+vEVQPB5 zfdjFe7&+6{>nI$CirJ>_B4P38m`e7R9~ITiu*nhK8s$SHplSGOMFoz`QC~8UfPoZ1(19n7D8Y!;1xs=f|GGT9WE1IPK&<^}_D$wujrqi?n|^0ykpNn>?oK?=hdOK5fAks3CDs zRjaZXvzm0m)xI!lUEJcxk983--dVZT{ri^3j{k&YP!DPmRRE z`Ju}IT)Cc&t9gU-s;J8EPpt};$@KNlKkU=_KV_yJ6Q-R9%SDb4gfR^5yAp-RHmfg< z(*^l@q!^MgEa1;YE1{fP&)q(yu43Lfps*0VD6MfEmQa>+@^+8H5Ql<4!8T4G3dFJe z$?FZQvRw92Mrs69*t6TQYxYU?(E-pJ!5?5u%b@t_rYov*bLP21qn4iN@7~r9Ok{a6 zFRhuaef#eo^0`DandBP@7h^lM!ez4AJF&6pkJu)j^t^!$X#o}1xF}0aEoS9FmZfmx zOUU%$fyFyjQ!gE!%h5 z*L?qa6eg}A^0%`{i$OH=7i>ZcuoEjrFeMG=D_yH22(yK;kx0;pJ-n4&=W8Gq-Ei=* zTm?CfF9v&SHL7$%@{>7imMGP#hd)Ywi8WWDCb3ZvViz`kMr1GaHF*z1VP!E)Of>k2 z|MqBhzW>pDi=iJkaq!U9uXSJ->tSd|E!DGer_!Fv4Dss|$v&)UL;jw2dzw+HQ2 z$W34X#q-D(ND|5o?<4{ivyJkR(IKjC(fVOZ)+a_% zV8>}BQ8jcxAt+6~;8w%o6|kuynZ{r5Zj@1K17KVb20n&*io=z4}a2o^~HX9Tp!=#bq1b@??Fg_3I^;2M`&{)Oj}$-c|(=AF-|p9$>A*15x2tM(4+iOVk+ ziA$DCIx!}nw0a+>E{kAd@e(w9`ZLPvPtEuLUg;6P!v!!G+JuWZCA-1fUDo*STHFx) z$0H}o#X#gY;<$IyPwG$h+N!I$D=->r6>OGMo|l++e)cr1D@sfuXzH~-6MNF-X7944 zGE#t~gGDTvB(nGc@RhmiYvQ1xRKD(frl9ii1V~s*OTGmT#HP0Z8(+0}5GFBn&GZI+ zGAjsmfe-yKy*r9WwgR0VCryXIEyzKv?0o^y{JG~HJH!7ODDl~2nT-J@vD)NOV_@XdS`M5s-sx5&=QCbBr0N8QIT>exjVv&XjYohtrLBZ8v0p;{ zk3AB+W^)wOh-_^Nm(#e-(xr2Ubl+3rpQrZ*@&fn!GRVK(AIga7HLV0RVkDFzXS3m{RBc8nu0ub=d@T0PAAB*3k5wNGt<@dbsP} zT9c*BBFwJpjpP~j5>tuP(iYIyP$~;}6ZGKG6X@6mO*P@&1+?km69Li`SfFKSN6CPH zSUMxJA{TH}viCmN@B`a06?RRAscr)Ve$3}mU54>(2LSgTAfn*I-cenN_~5;h*h9zfslVZqYrfzPmZO3n0Y;^h;x z>9HI@=Q#sn_A9pz>ydO|DDIuV+y`PRpdPtT0mDmyzMJCwUN&VVv$nO<75G z#utQlK(k`#N`PK9SQ$v+@2BfE|A<>7kx|7s0t{g+v;W9Se7gc%*qI$FS=)vh+ZS&a zk5YQ%T(SbMwp7)Q(58!C_QU_o<_bi2K01xWC8uy%dqiw;y;|%rb{~HZ`JxzbJO{YE z-wx|0Zie51xomi@igN)^{WC>$R+(K4P`gi$^Q;v;() zW~>-NxDBDp4;-8i9^dpdu>4({8wET?+tE(`7Wco0(C)s}aBz_JN?jtg<3yW9D1vso z+K0vGPL6UNxbp?`Xo{W|?6Nx?11r(8Q106dkQ5;k>V`g7?;oayv+S?ZpZ< zNEXvUF6V}|2#zSVm@gRxJq?DPdKoZ4c!Kefujv9eL~^#0D`htTf5?{P)=Zcm3rmYO z&FRwB)6-cFJ}hydKOyZtR|@B?pBp3X^o%Uk^Zk#p+oX|6z_>yxv^?{n2FVonZ5Mh3 za&oKgH zpK%hstNj*s5?EZ)e={Z9@T3B@AxV0aJ{P(r&Ss71O|HF*Cv{glFw)Q|!FjVIL-a9{ zkWQ3Xc5UPfx#d{v;%OCxcl?vD7r>?h5&ECW!ZD!0nCaZy`lUvsbGG!@6^iIRI*a|I zpPOJpERf+Lxo%CNifabJOm{aFXaEL~r(h`p!qtZ_$TA_#=)?MUZZOHqkEcL&xRwKO z_hTo10|QQhuNqc1gXs{yPRUOeKw(EUfAg;dVC>fT5=yUS-k~h$ZW+mP6hrq1n^Zb( z;z2G$EW8q(1M$H{v9pfz0B1Z9n2uFzejEhiLyQ4es4qbj%w0Zz!wInTXt*5ypc0w* zoo=Q!dk+Wy9%r`qyU#x)LTI2w9asf1MZkS;oN#bWN>hLCL}6XjH2^eRmKDqFLR2jX zmMejx8OVgP@xT^PV&eC>n5?TMiIVK4JoeGyK9C9GZrcfE%^UO8P$JxKDzq}jAhG#* zc!o~(_$Y=cRl$uxvZcEpS~^0Yla9$?{98NLSGQsEmD(dRauhoys7nSg-)5%Pp^LGBSX?!2yO&7lT29oYz&MEym_|Y4= zVqLcvEGw`kq{#=&TbdQA>2?ykHFD+SrxjUBKPeZ3PRmUTec!!%Hiv~s1w6isu-7~F zr=|UtMFWpP^T5DQQ8?d<4I94hjz*u4u$5p`r~Mbj(g2Ac`&u*T3P~w9g&D$frL(Ip zSF(hOm@-CSKWA<^d++c*4$J>H>EC>Cdbv~z*wp%n_|&eO)MwWim~U2225oi2j|C<4 ziz_=NwEM4KE>)Tm&`-~VwceD)7y*^ykRiMw66phksEg%C!Rd<(uA*=C^Us<~ty3UG zYqesfzyV{@09%(K{N%xS%2jCluLLzv5IX-PlxB5GIV8VLJ822se6vLe){6^=T3!lb zvN^gC+v-cQ9Qk>m(kk}r@*g*AXS~)2$o`@Gc-t`!CS%543u3QFW7JRdz3Oz1R{#-Z zMtw?gP1hK@we6GSJ{5d7`MA6y;f64u8ZmJUJTgIRYx0GrZ(#PG8^I@eOv*PuuaaoK;fyAX^Q)v*%d=5n-!&@zSk~x^5ysW@mv=t!c0-n|QDN z2U3?%XF!v0=&WM~+u2t?`1?r}uI^SdHLb7X!z#lu&3#+5xcNy0hm0GKshHr4QB?G% zFWFuwxywxOu`aRwtLv2_<|IGIMc~QI86<|!$P*MF!wA#iBqkfDb<}%0CizaZdKz65sRJ2L z_ud5M3&exWRkEVmp3{{OUPQ<>9LPk+Hq@j}Xxj-R{Z8c>8wAr=5pFAM3csvp8>YPr z1npQeZziEaGK8(uFABZH@WCth%hmkK#R5vBn)HK0LPw9*vpj!gb+o7%@1%xH$8gmf zHfgNbaiXj%ja5f)ZzL{FgFhz~(Zf$C-e89SA0ZxhCci@)oqnn(h06@0E_IPsXM3RM zgddf2C%PIT)Se9o@BeDWeaAiAC$l#x=0PCWWg19)$3q$r<{6+Pu1ok-NJvnY~hjfbdjRI&18rEnIapw@+@K zw~uii(sM#Nz z`>23W(2oyaYAfC%?Gt~#uww0>I_6S()}2{P{Vw4vuu=0tiHMMjOj?PPyJ?MD&BfF4 zj9SHCz86ol^G`dUWKw-k4eJ}TH$v(@zBjp9O|6$GJ_gRDdvTc`nx_!YED{kzF$=Uz zCWM7>wSQyZZd~VqO7ufw|dLCEceJaD9M9%jMlu2zt_Se2ua3nOg zT=wjY%m{{xzHKehE|5GT+tMeoiZSL?fcq(IlWtoJSKP5>NS5GxLD?yR+6 zPFlX`e4oh_f3&8PVRg2nASh{F3+tq~p-fHG%Au!6^oo3? zM-~%RD@*Zwb`KIB?Ik*o@{qH&W51o3SX%I2i{5&$>mAof>HnoRi(rKbImU|8RH|Pr ztX7Y~yAk3f5oTU_{-=d$pN~iJVj=YVl^50BeEIP$*F1j4%{N6A)Bace-bxG(_9T3^ zA$hSYc)hcfw=rJmwnep3dM+9GO}rQH^Eb7PxaQglAY|1+aI;6puiQszN2ShY93)`n zGDhw}mF%@5vpIj}K60ii77@aoFsS^Frt+g5%rqU^Bz(rFl8CD84{8cR;rA1JKnT0Y z^6bLu?Vr`|mRLw)tfGTZOlQN$LY?X6&ly_zi4yVy;Vf*E*9th^WVGqbVNh~MYy*n2 z>-ZSdGU>%?-YKzhguMMQ?3A7hCyPIDGm_y(1xI#W!AwY72r{U!gl5yJfSX|5g>E^` zT_~%*qc0Zf0+bwqYSLRhoR)P2uqyhzJot-Cq)z`h-aTD7$9_ZVb}~kIDpD*h0D3`Y z9wTX=2tC(6o*`lna-7!jzt1KNx}UZnroJDNmpxe5<4&O_qxAu zPJSu+``ay_+4-6L4}u`Dqx+-xL{Y-$mJ}uPP%`<%nn)-4Dkn(~2dCP`r~wy^_&qY- zxoyL}>LnQjc9h72>6lwMHbd=JwMt&*rhL>>7Rmx(QSt9`favYrsVyHqjFnoHsBZSD za~hl&_3n+DykKK=sEWq;k@+PcyvlO8*&Cie|C(zWEKZsAs6-nhXcOq_$Af%Lh;TzVrGF*cjh` z_)SNI=6o<$NA$xJ@+yaokM14K%R*e)muJj^T6=?OVR5+<42W0l+b^e!3`TK&XK>X{ zGTF!FjmtE-bg}uyCG5~L*+He~f#R{Nb#wRvWkoQ)IVef_ z5ysPy5)|W(`Qn^6<@#iWNQjC#F?KUA{}^x(PlX(Ak80Tv&wnlKKId0bQ)yMiI8$-aysUI&r%{(Zt+e*n%7` z>5HRP?&eUc6*~5jep+=FMgyHllD9mzt9?b>;^aG<{O8EFSn+z`WLBxE>nUD24+QidPW3hopa zM!WVS6TxC`G4nmkr9=bK*_^$8}n-7_FrHSv+- z$7@jwUhC7kDO~uD1#Uq_+b2*3Q?Go3;)tH*3)b2MiV%i(O?C(1!}hEdt!l{?u$$R-WFvub79tZ?P~o&55r0HE+Zl;6Aht z=M&NUL+KdDCE*T%R>us;m%)#T!{KA@-<8Q0PuXD)F+}ka)dOiOk{>L~zc|QG#%{rw zQPr}+NYlk)A&-6IaX4wGow)V86h{Od@J~>f_klhJ^FHh{4!rkJC7!$Gq`~K6*zX6{ zN2r2DcW$BZyvIuIBdNg;K5k@c!3sxuO#~udb#cVsz`1=^GWiD_T|2(_yrTmu8hAS& zV)w*~FZjW9+qiX~2&$r0X;nuOe8PiTt8w0VJB&Qc5tTsV3)cEqr?`0R*Am^IhbkyK z((J*u-`_|%KdkSXRu-R8fqlz=z>&!=)$M~T-$J3l{AOt?7Qggq5b%6$$!QJT$8TY~ z=rzm<+{0~WH+WONKBLJ+cb4Tmv|l3i?YXaFjffPCu(+%6!6zn~?pu3Pf+1XC>4#ff4E-iCt8&jx?V?z~L<|NF3^My9$s|N!#z{3Os3;2~}iyX(mQtWW+y9 z`S`|DK1fRoZuF&1!Z~aRi1Vc7VoH z>);3VFL21bneQ1;DEBI)ZE+&rY<_%q@Pd^6CN$ltN{Hc`-zemu@cfI5$REFMpW^Q? z+%#;T?s!+=_7~} zA^7-^#L@nh*^zPpNNLtEi`y`bKWuJ848*WXf4Bjd^c5wYS1;)2zN+DUgCTI5ViV;k z)h9I7Y~FEltwwEHU18iqsa`g2AYtNNnw0M0f33U^WvgO3YHsEJ4t3avYF;N~RFJ2w zkE2v6CHHQj<3Qk7*ObJsQSzDG@`FRFpebUgR#3>pOc2YF(@Nh@pONVL!1;pDsuFF& zKcP^utrSy#q9Af{Hq)TcVjKyNm|S%=r6!{LL5K5g6IgcEwSRIi7ettQVG9N^@;mhO zY^OY2tC8jBE-W)`ZT?=wk^ zfRQJw|LcJKEm?Z65>dKZ*8Lz!(^X@mBQam;rm(F9IE{dYmkduRliQl)y z$_#Y;?qgk)sdYSlRl&z98KL)_)6qGv+2-T2^Ni;`U;GptX&4#kO|$dQ4KMQm5gvQw z14C*aR5ulTrG{B5^UVtTAb!xs}WiypHnk_0L5;C!C1Q@gEE~DG#%-eW1?e za~ggkjm?KjJ#}q1n;3OS^%C6~5u#bJa-ScNXz3N5Z_!8CA1SRIhP9hH2B>k>0le zzCJ#AQndDn@4OPp3h^*|XVA%`enrNb5cbM=Y7cix zZS`u<%l!P_?ZnrTHU`nfn2f;NYyZUPzTqGKhv&a96XFtL(p}_LWRTyKt-nq@n|m|L zD@J-QgM`aS_iQ<(v0()bpJK@;Gp(-1ooscq$fUCskrzEbw0K9k!MC88=BF>(=~59* z_v3QbMciv-r>l@ZQS;WbbBE%L%hAUE-CCl;o$_$br&JgG7iO*!+z$b2Rg0UYah2u0 z%t>w=)6D@qY}Oeg*Lj=^GR zQdmMv3e3fYCXWQq83BRhE>6^Y&DLi_w)atAx-$X?l&D9|Cl02^g}X(s3r5d?Cr)1+ zX4vss>|PZdRaK;Iy>(4YJWTZwE4ik#+Ze*!PWh#ZZ{KNM!+P zs>bGbe}6!elTCT4s`C#%?SDjKEbv2T20~6wgH<)hjW#Gss|;JhNnlI}M6NO6*>AW4 zc{rSjzndc)dj1Jo0T=!kt!3T_xL>ua^j__Nq+9) zuMY12X-!gZU8G~<`NZsp?~WZ4e8CfhDzK3F@M|_Qcc$a4Vawp7H$QOa|MPW;_)y35 z$Db>d1ma8$69LN1XtN&mHZG-WHHv%5S5*$HEEu*vo9rD>+<*!P0^;CVjXL&`WpAm1 z%W!A%^?);?IYu1N+O})dB|(&Ha*8haE$p~|e4{eYw_e04{uBHO#XkOoCNYX9Xyd3A z3l=uU&~lnME`BiyxoM4=0xEe(VQhqt7w+wn3++u$E?zUYk1>B1ogPJWZ&c`8^E0Lgo~C7!R3U6MP@xo(D$!#Y`_9?EauLXtsz{ zKnd0U>pbNE;aDv8h17o;d&{VZ6!05t%`1a~_L%C)Pdd)qtLq9Sj^A1}g)_Roxat8X zB6hPxShCJ1jj-uq5{?C%32OYMfOw|=8mNc%xo@F03uH&fCid;!6Yy3LK6k(UV=b3K zBEJDdMc=#=R&PU#9Nt|)K)ly0fRqa=LnnM$KIK&($#lgJ7(-_kF$ZOOY)N$xKfEz_ zy#jvZY5KGK0Gmwm0+k;dc#@y&j;6h*R5`PB@6ooQ!>M2}s|xt2`Qi(PLi^C-ii2Mj z^&>9_a!VHhfe_h#k*vZX*-7CP+HH9RgjG0>HWPeCi*(%nOSehs#zgU-2wbEDpA@6x zejq>cnfAkS+u3jYIZdI+^W^HBI!7394xo-DAHO>M&XGXCak6;c zA@Sx>30~Jbl4@pe7SW2zdduaRL%ccrdiB*#S1Eu6^*a^qdi?(^PZvoo(Udh;N0M7| zB69OKmY;gp=wt-AW{Bo;h#)BrMFo1G4yP7@4vLbV26tznLwhXuHo<)K^toNh&N0w= zw4AwsPKrt%2BUS3?FZG~&yP6&ptA=Dme8d4HV~N|_*CtXrt{)C7P~aX=MN*hUzcP< zE&QA(1?;g}#0r1#)`PKPNu<4ECIOW_lSB(Z+f8%29v)mvYTBanF!%uwnB!*7<~>?E znu|rAT;QHyi2*>fCPfo~1b+X#ym$TgI_Ph;*Ke1Xx@X~XfXHn-$SEg3clezpr>l$I zOfL|v2kPxqwK|>xsc=no0~3G_Y$O8&N4doc}F+_bPo@udC5MA zHc8B+Zv~~o65#%rG~8Om<$I9z%I!h8T*V~0w93RX!bw_$jvQDJ<$e=+0yX?^86Mz4 zTPI%f6kd^;C)@q&X^H^sIS5yyk>NZ!ML9#C_2lB-mj+6COxS|@Ksq8$3G^i^A(uRw zx}GQ+7c{IsM~_O|_s`D@1p-P@fae0qi6tnwY6gU18{}`^phLq)S7W+A9AoEY?OXD3 zRWepCnujx`+`M$F(6m^!)`5Z6&F2K~Vd4P_qfZN7CRE)VGerR?!uH1E&;D=#!~zyR zgj4=0bVExuhOZC_XH=NahByM20EYMv=1VUKtQE*0K#K(B`LrPeKS% zSmDEjixnFBi{|$ibtR{Oowqu4m=17*3pGmICgo<1@PIoEWqIuJ7|dlrgdLqI5&^LE zz|Wh27p5GYocl}JSPK`U?P&eG7Y1IsO&q7ons%Du+U+YfzT|m~Hy~CF>Seg9cAuyh z=ELSW!1+rt_Svgh?ndgUpPf?c_>S1g`x#7HTN&Ps|6(05u3Q^qfkguXT>|N%PkvhG zWX-?qZ1}A3pFwLXqH+L}k_Loh-&0V5rf zkq>_jET-mbf_*YrYF0M0FSEM+$mJg>A!!svhRql-9TemlA0lwaJ46+V8h}k?b7XWF z27eC+mCe9{edAB7t+#in;l!+C;uIaBn#kv5cR-S3d|L>_>SD<F^6M%9xBZH^!e}CgVRbt(_K@0Upx(p?FHU01>3Wg<2==e`iQwG=|IL zgwn@w)BP;G;RGnfnv3a;gMWdHL0x0OlteJkr717qNlAhPvr^-KF;|{vy}=WNKr!7B z391#Q;8!75GCuux7#ytWxG85zjZfy4+tQES34dcXh#qcN`9WzeV&Iqs(1bRObkVV9 zAHKkB@6}JLZ-0vJ7pkUc!fYwIVImwhIbkodX}864Ai3Zpq{OQUnSx@L%`)_kF{Po=8N99RCi$NCzA!9)@KVd{HbqldK!wC8Y%SbH|OY zY440e6ItXLv-OiB}&_kLd!Fu#LLHkH%WD8z$O`1)CQMRAM8GhhCDV~^?qO$ z=S+lgmM`6jwkjo1-hISKVuhx2b7J0&8Cu|gvAr*0JwOVto7tasL5Q^*maGaJOb=xM zQ`-SU%573HwzRo7F&#v@p5Z_pYI~_mO)3Bd9kQC&d`20k0BwOqat>*~Z~BPxCr+W7&tYKuLq9l1n-<_)$TBZ_BM^cHTf<$!GPR`%fq> z6t0tM(X4FD0P4M(h6ahsRd2JR8Qc=GJLYdJaU+##Q`?b zQ4`aLa=&x#wsI&s-%UJTO#T0T1~E9W+EKfGiT}jnV5Eg#2bY!XZQ38p2Lr#Zr_PCDw#?Vt~n&p##8#m7*g3 z9_5h3LAQOXcno!e19pzp6>7D=a~-wekIm)?bp~Z1T2H;?LG|xg-EAbPr0hn`Xj{iM`9Gmi@HdMfy91{cQ$?*hh>|XPcv55N8|VS z9Rjo#`n&&MKyb}9x0C9rqfPHpg)_7$rU>tMgu44tgbl012{~1ls}2v9l*L2@@x!7b z$%E$YvhoC^Ak*%q6F_jO%Rj>V9P$n&zeAL6?g$@O9%vK6%dI`DGEF;-DSd?X7?Yj8 z*}%;_|bCOmMqr#U@2?rv-XO{_NM*px< z$B!Vz(rcjcpu#N5TOpEg$x?kAD>&Eycu@cE%Z!5YLT(PB8lu;g_JCxp=O;ljT|Tig zBl4T&RFTMZ+4w9gj9;rYwD~OHlo4Vog&UU+2HtN@x zwT;8I4?OSYfy~{6zR{S()kW7Ie2Fxp(=bd{xFy_JT%ArCZhd68MrBol5qs)hQi{n$ zt#@afZ6Eb6pTR7qh#(fT)F3FOmE~L(Cx~HWb{yHF1sJ!53h%W*pBP%7gZ0)$roZAo zX~-r+d_FBFS5D;_u06u&KS-h;JA7FCNn4hiEQ8}xnUD_Dvz<2#P1}3y#ISzw{r_X@ zt;3>x_pWc1mM&>fVo>SsE|CF5lunUmfB|M`P#P(f8X9S(rMtU_9!fw!KtOV6-)nyR z-tY75dq028afrt-b8%jAe%D%`mFERSE6PRZEP}&1RD4oSpDJzEfFqgmEjbMn`mXrL zc=)=*!QY-`T~6fPvAVb;3!kYd8ziX~i0*UUu4Y$K%fFqUl0QB+WyLU$|4# zcO7L9RqCHLL~dbb`_02$Y4*lrT}ZJXubuwH2mbFx*oE;F@so_iAAmRU%it^QZv{z- zSxxSF0`#j0ef3?HA84fzUDUU^jGC7Qjm9$FkMBhod!FR}n07d(j$fbWL0LRt5zZfAnFpka@5u*Y^Tj)~u*Ej`9~@ zQfjxs@vJ5Fm(1w0ckF*)Ku638eD<}=JKxiL5ASP=-nrfsYm?AazVlH+os0P~p`+rb z>OoyZ@#g+g8jmtGZd~>+4o?>Fd-VUI4~;4C(m@8JcX(GDv4O1j&}ke2N_X`25Z0zd3Y(w)f^|D3adJ1GzR zbXd(t9LGQw=_sG{m(jqcoYT!we|($-DQXxzknow{DKXM1s4?v_cuve4(dKE&G8Fwb9-@z{E|#R{*Z+KKKl}U- zeqJRV;~`(eG5CzJc=LNQo?{Ht@Tr>O{cM()W>XXYu{a!u0%Sw#qWHQ8qgyQ3Ux2P{ z``NQ^((86%d8p!z3X;2Ma$Cv3!Y~Yw-gP_Qs`SiHa%f;^X{=;yv#lwN6>)mk{O=_d z@;DRSyo1?KDikd>r^>rEC#th-t&7I}-F`6m(?nz!UbUyqThJqvcQIP-34r7i*L%}F zWoCs(#ivT*+%q;QR<1WOE2PPfIjIpq5I$lW>tGzXiw2PGJ6((5OBH+@>@BiPwU~7b z;a#c|MGb!` zuSr1kIdc*}ci_NA!j;Clzp6^H9Pl$@SkLqq*H1fZ%*TNZ_AS4~HUngy-v?L$8Kcom zn`OIbpiQCj$T#mLew_QKKJ1z zD^y*L2{x6kObTA8xdwvtE9u>0+@Bjt7QBs4T&i>bu|@wNY4pjm0BT9a^eGDnlNQs&ZDHKsKu=DK z&%sezUGoNyQit)tI8SJv*_2I4N!JD33#2jmO%BJ1x(*3Rp4pV!n)0%?^6856yC z?yVeo)b*?{(AlPcx<+`sjJ?L9#l)5F>(+OU&Gz3_ z=L#0L0*rBOcXy!Bu;BbBjbRiTxNS9jc4-r9UL~FeTIFu+1FE-Xn>R(CEMvIg15O5w z!5HB6+p`E7udT%e8z%fZ45Q#>+ph~OmUH=h8N8aryJFz*#32o{qt9kW7~triW%RdO zX@FF%CHIfw_6jJSFyGy+-Q$>S#)ObZ2HIUvT5^-J@${g+W}bS#m+#zoY&I!Qx_0fxXy|0U}VkRTYi}H;1ll5Xa*!(`QleX z%uK;ohv=Jz4BmXqC5J5Zt4l;QU=svgGHzr9w_>dIJ;lQ(G+6+s;&T!v*zlImgHj5l zk^iabAE*AC>aA>OuI%KUr?#gtbfSXWd6_EW2R^e+xMzWjYH3!IWqbX>jmc>8OA9FA zA(wapxxD&Avp!xSI;qE!pZjktJiqv(-P(7LvEcfGcPOw?xKp(i2=s&~W+*VgJ@`ZX z{&u@ZW=MpNx>>%ANbJlYOEEu-v!#m`Q4S2P8Xt29s8`R?*(m`aI^}y|7C9{14 zsIf?#`9L5?6NF#g4w7r9t*8bF0k1+X6g&V%J4e;o^%Y>gzM^8Oh=v1gj8n7yXy9x$ zJ5*8v%PR}_g7~WKAHslKi-upMI^*iZ8nAP>9Z#^&#mvEuR<3gg%z(+jq+>kG%st$i z#P@!L#tr-vVhsQq-dx?C0psviKX1Zph(zu_(lU%wJXik65Drcqe=M>MWK{xS0JvRS zN~nIjU{~nN1HN&L1P&4f)@y#W+dVf-pyp)oErS@wXOCnL9(Zv(C6Z0-ttUsYHRD3j zs~H=Dqg0YVwdDlB3kTw^@7=){p98uVDgH*^-T5S3WXtXQQS{3VEmw^%Os6s7;^D(O zKwICj*Y-7XYuheJE6AW?U~YF%dLE2^2jsg zJf7sR3>fg*e+RF;J<>*fy4*}7pj$0k0f7>l+;-HC-a7r!T`@Q;+TunU_}EMBi~(b~ zZ&RfUeG0 zRQ5v`7M%5~e4o2uv#WfcvB1I7_FI|FzkJ(46R%_*bNuZr!bv^x1Gwax{unwt`cz)z zHEB9vyq0+FIjjpS6n^dbK=<^r{A5Wg;3i~4pR`kHQfDlHL$0PGZE>c`uEljH_Hj$p z$#n1{6@aQ4o5B#)U-8(TtWg4^3~`=Oqjv2T$32}veHlXW*Q6B#BbcZTK;TB2dNyx2 zWX7aDP~~YZI6!_nrq1dyBxKU9AxlH{K=Py(FL|$xf(1wZ0{7HU%d_{aeE77HWVbyEq z2L%}E*2g8bE)LL_O|5OPgVtmJl`;1f?b%Zw|2E%)n%Q&1uGTUbuxQS@43Xo!P2Nr- zhb{FBqz+$|XscOn=mHi}W+}qqdVLe4WHg?8Z5baQqdC)EJBj2a@9}G_RE{mjepRQJHDg>%|kzfOW$KbjhA$Ik`5M2akP921n_(*BH-o zgM%m1IVJ6=wTAui7|JsvV2COiz4(L4zB*_!`Z_|F$wA|i@h{8=%9o`R=IV$uMUniy z7B%R$GTM#qWKgqM5^TXKwws;s?4B%J;aW9XbsA8UyPN=iUV>h;3*8fJtsZ_k#)I^P z(4A5A)~`17TD)MQRkFlyiik3I)&{URzRridWk(Lu5w_kty}2vDXn5QWdx;@mY9yan zMlZOYIdX3M97brH>=c=<=$GyM#&nw02v~)ok(7nLa(f&{>!|xq`K^v(=(R*Kxzm#L zrPkNshgwEFN~UWEwM~C^8Qw}CEeg(XfVm9Lj;0(WKNt@^rm53&eKJ=12YH;^nm>J? zyybS{er^l;5^Feb!oeqM1^zM{EsLtIjLg!*@`)1u!5WjKa}XLO*gaie8q-@Pjh`#q zuze7p7dWM(cDjZP?4G{=x267v&0@?+af-LBrIbS)1 z=1~;72sv4<7qZwXm0B1tGZcr!xWKDNX54aI=5yjYyXwj3=*{bED0MV~w%Ql4c^C8V zYB=YjUj8T?P1Ig2ef@$@7Lu0c#To-=ZLWX9CU)AReZynViT%O&5B}a;1@9!YZb~ad zsV}qcQJ&E0vcrhOl9gveV%&>AlZ_osCxCw~n*eoFuCO6GpLl_+a>awP*2}M$=nKcN zGX-X5E)WM-4M~*!%8mYF}!@UA5@@1J;Gw}4hk;f@9E_kcozr2Hm*yI@% z&$UxQh78&o&yD9rGQ^hY>g;0n&NX(k zfA@03RMM>cCbXh?s`=~|p`QwLS`it704y+0YQH{H9Ukcvd%FXDQ1Cd3f{^x%mn-v())@9d8&SqiX%= zxd@DIfZCi&V0F#t{oxy%tc4^|ww?;RT&CSR{+2Hte^JrX_JijKIDSS;i)t^OYh*>B zk5Shvc242k*|W)*Kuz+F^hYE%=jv1>Z@TFY=588SN)tWz35N7U+@ z7x9EB2FC@`s`mQPvLYPVN*Eko7Cye7K3Hqz-Ez7FcPGypliqt`z#G~~(!ue0M>hN_ zn+r5F_AX+=#ddt~$4DTe#bAA%$z1?^?-4GRt%X4Sao^jh6a%8OVC3#rY)7da$&6HY zAL#ljo3`LI|dnI*j zEK!6&+tc%_(v3tu$j9;gHu|w^i#}y9q(F9*sVN?)mQ1yZ#nPl{kL!AS2n+-*Eu92X z5RIun%5NKq(!~iPPZ37p?qk@a^>NYf|4@XHMMrA`k5e=4w>r|q=ka`2;;N|np*%O) zXSYFlIKDwbf}?EC3a<2?68GX|_Si#CBf6CDb&UMfdyzp}|D|8;oNmjgE?*rPCmF8_ z?(YrZr~}}}F-on*3Ts7&8MTmEXlna@Y+I}SIez@(Ry^z%Z)r^9KYNkv&JhGJReYM= zpBC5GJt16q5tJ`55mL343ck&OE_@as7SI-{4dK_Y6NwDg@1T4LDF!(TG^i{$>)!fA zi+~=+UzxJ9$0@aXAHA3jc0Jljqh3GDt`}YLJEki?;XD)wCN{FofUUuQz{)O%+p&*& z+@j>~Cuw|fAnvT;-}Wwx{7AzxeExzVd-DTPCa#7)DtkX%UJ|$Z+)nHA%SmOY7ws@n zkPUe2L&=x+ijd7Bvt6=XKAT*Hle_5mLhj7;tq75`FJEnM69}wij5`EnD{QuOhV}4- zbQlY-32oXX$*T$w)tGH|cUa~94nFL;{$S|~`QpB8^#yDQPL5%&#L2Nh+>vT?*-=iZ zC#Sdrz>LZrRT`(?^h9}n(WK>+?(Jv<5ml-`M6nZ5f8qSY!kLL0t2hb%%39q+1ZNUm zo^^(R+TUQ!lmolkxhp1DkVE6EbK2&2<+togwEf47l6WZ;L5}9%6ZtF5G^3m%za5?|P{s916)5Vvlqa*PZBl>ToVNKvAtvA(V+UB9 zLceasW7gyY7xEVk-zpYe@a{pV3&$6(odRv+&siHBdLQ1PJ2upy_yX;?{tP$lfni5 z@(0`C67Wvmud4X9xuS+|Nn-zW-S(LM94BVb*ROjdc9yCtMYLERT53Dhuz;hL(d+A+ z``89a(1YTdTt!5leu?|uqb3@n;Js5Dr2t{A?%F9So8`axa<|j<(yllyV5&@tD>WzJ zpchJ5AUyo0k3h&gAR&=Vd)?8k2P6^#2ERa5kHAosT>{5EV7KdNZR{KiRO9xW7vR`# z@%M+{JpHC;5LXkK8o?Jdg!l8za{Vh=`R6IOk^SVZ_TTKK1>)9_xO>V>;2+twjQ;#b z(<7d3TNX%0W2%exyzh6u2r#OG;-})J(Uea^nSRQ0FMH8!L~iX**NaD|%%UB5RK%{U z$0j_Lj=7n^t_ZeR1{VvLd#wHJ58~w*=9Mq-5_MJ{lFi1~UOVWchQ){7^Q1;#_5~~k z+@-ZLyv(1<%L4ZW>=*oJ4;q>jQbt>XTm_qz zDVF#_CG23k3I0CBgN=49dlySRF0CYs(>$UtvtlD4Yk^Gu{6x?yjBI;I=Rp8suq!Wi zLDjak>$Lan&04XTX6K~1rp4#T`T!_=DQB6}K5j|;$ooR&Ao4(jW}FNIZTqHD zgA{5Za_)48eSl-oWn2bCYuF^9-z^<69x?x2iA~5ND5!MRkv>;LJE7#3j7` zp~Ss%G6(iD0yiJTq76gcxXuPNqH9u!oOa?UM${1(a|7d_nBXN!l{3W*=54k_o_18j zWW_>4yNH?bu&eefVpjVFNV#)g@HKpiU`G};a{&vrtXi)usAh0(%@pW3>U4VL`^ZGV z(`HTOM>=VzUsvk58rO%0mxY%plI0`los(ei@2X>71rUn+!PWMibjO-fQr~9hBK3T1 z_V;S>18oL}f2I_We_PGgy6DO_q*QU#uo}pt>iEhM3fDYVGrZPn!`&A-{O%<`C{I8)9llnQMssT02{x_? zFuWl`mDVxT20Xw$OS(^+#orExZ}d7z3QG?bX*F$B6+cDlhfd?hz)&N3n@Ct|Z;N^A zHeW$4v7A+u!0>lch)_tC!dxmNe`ftoI4H?)vikk618gBm(vXJp(Vp&sqS`6VS#}Ax zsqlfJ^G(F7=wH0 z7g)lFZy8SbkN3)KdVaIv4m-2P_sR{+6?}?RFH!1#?Az-RtAYDgC|Z`4cBQPB#{Ibg zD1kqb{4aYD$0kMSA1UWnqN5_?fU)6^!|7?$y~32Yei8Tsma^=>i<+V9irGSpszN11P_p}0$3EI)1`aWUZ0qP zFF7IwtbLU2Uf9x-{{$<%6{V|!%+SNu*%^^GS}$iga?VJrVuB>NNdx~1UFbL}?0Cj6 zdmb-Rzv-a~uHHWER&_Ue_|nftHOHO5C)=wN%~Jc8VCZ zW9;s4L|2&!b#}j|z2|u|JW}7oo`T!OE~xYy!viq>PD+Eepp*{YmKDT}TZv-Ez~Q?tV~D~5V={c@t}o8x+yOAvhOjKHIS&?p zz+f8O*;^UHYJLxP3s&9{1BV*Eq4iaAjXlC+hK;-Knq3go;jcjAVA9@M_$A|`_eK|C zmUNbHXv&Oq1!?Agm0_hui3`PUP~HU-Ogxf|uwanouK6U;DI-{Mua$rW(;p$ekI0ne{it2 z(;`ib%noa--*E)@bM}mOQ>(rXRHrAs8~=PJ=VBymithI*+F2@+VBFH)&h~Po9`aVy zdyfWgpWoJ816dDmWziGsmANTjL4fP4pfTvKR_iX*%eKbirRp!|`yPD?l(9#)TMOd_ zle{RCXSbTF(?6S>h(4TVoi+uaE3%h3+QS}(%ZTwZjNy-UMZ8XkeD>fmcR{)-^AJf` zXxd1V{ldBvlJO)1A*v-Ety%baljQwkv+aJxFyev0J+(TiZ^*|;=3%&11}~8;Rluy%tzIO13E|V+$LPTP| zI&HSXp4|)CUQ5I|-KI7J>o7^K`htR!ks$YIzybJj__SNQ%_E7ku7RR+dOq8S0rUbl zsS9Oro-($Jd>%-qnmbraixRbTm@|+cXRwW?pGi_(efyhM~F5C3_wj<}<%-IRg!o8AKPc5%mmQ8scjyn@;_c{#<_jC38+ z-XHl28ifa!%UgH-x%@cq z0tDtW$^Yx4{m)CgTPX0bAC)bc5;ga9IpszFz9k&LO5_X)YATR8Qewva#3ZvZ7AAhI z{$N6*PXN0NuB=p>jb>DP?s06P@#oU1cmHa?%9Nmo#@5BC;=p@q-ek!OS7w1&#}E2j zeQ)e+cX?j14J2jY=6QZy{S!e7?Y=v8vj$DTmV;Wx-}iO}rGq3FREX6Z4|HkVE^tkqu30$S z^l@SobB`^0!7JrTnghKiy5BUn$aG4+qNMh=z1I_J_<23|=X%thVI^VWj?2*Z{`I1h zruCsWH@6b9Ph;f`ABfwg9%FVr$599A-LZ$99^EM+pJR*?h~0 zjreiPsqfDYi>NjF`tF)E?Nt!@{l1vGw9)#p(cncu18{~GHJNU$NvkMYXpYt?lBj3# zs9c2gPzKza^kRO6w^R=n6+gc{8sa->P5tHlLi$sAB&)HOw3_K+s(``c*AjLmW_lOy z%X@~l8Pgie^HIH<`#Se!NGX>+7M8y|1b=e=S!gcMdpOCr_{Kws7w=8 zN+%O7^iHC4_4;@$3(Y8*OFqA|)F+g=C9~@NtR21)(gS#=%RE0GVJOj`Kf6}}e1T@S z-q(zb``0Qzo4;ABzrQ$ofj30a7n%wOGtQj_7+H23x@6s+6sBSDM(*(6BN(T3EZ+S^ zMyv|5*!zahtVEo0ZtoRt$)X!#%#o#dch$6bVh#>V@g}VGk)fik+*0g<8==wi4nU2_ zUbS~_B?^EOY4BnUqhc6yFkc@DGp3bv&^wUSXFNC+P!@|iTyX?E*EYM>xWyN&&3(4> z4;v4r=feTxxW*xiWh-E>rfC~yNm0zqq4B$HPS5goO98Q{8)G#~Nzg=rP;0T;mM@qhID+0?41` zC<^%K$&u1RbIOu1KW3;o8;m*|Yw?s)6JOPoZn1B46YRHlp z=zj(@X1kLIC1^`uCI`0$hn+V35qg^Ohen^0YDWMSEUMg|7IHExPC44$p__S>peiL; zB}?!mO8|VM`TTMfQ2o53ENDvr8^jm8_BhF%BGsF*q-ddGJj(|+w73ervg>*>llzOt z&cnobG1DYZ1E-74USC>Q=hEu-Fs|zS&`NmM*GBYaOx!2K?2driFvGH|(cEA0uki$@!AnoUV z?RW8pf01^zPVZI_N#xeM4Q~NHwi%M-n}!i?rL?;vP80`Vh#32< z=f&;3hgY0%fhl%Irs_Ya!_cw@$kiBiuJ2C@DqukYt)(PU-1v)!I@er+co`taaPYV{ zHY)`G?r;0?+ z>a3u$1{~1jmfd}|Uaef$Mt6MHi`QSS37Ywg5p*|NZz7T_O37ODsH2?^gHxJS7v5!g z7(cR)IX4Y}~Rsxy_t3HoOK3RH4C+_K3>BlJz zHYB|Vgf5q26Nnes^MQT&k3J{eH9i7jKRL~gDaS{=J8jnYhTMnVC82lrJ}QwsfpPxb zAyGw6@z!6+0BH~2z5JUyNn2-1X4gen(Dp(RPqXj9kv{26hxXF-jA7t+YnxA(6<{xt zk1-g2;N5vwEwHQ(7HZ6UG}9bIgE_{0W~v6O&Wyt2t^y9R9}J2V@!_+;M2lkCVlMB~ z9I6I>*Kk6fAemq{ zztrT6Ix(;ar<~b|DceVj;5Z@D#t|NK^=WRM>w<3ug^1!mFM=Hi664y^NMs>(O831f+rhK zGxZ+x1^CfO?@FN}Z&w>kcV92ZJ9jFjjRm(d z94;l1l$=1U6f7uabuM<%kf;jio>=SDo?}^C;CeOYB;3oh`HHvxitAO9=v_W5NCM>Z zuE`L=+qk?2m3K_HLD^K?c!V8?mJuCdxRh9Q@3jks`L|0B1%NVk-9e!+R!N?=>*|6; znL4kn=g1G&%f&76?D(-;Dgo z+Z^ZfvkQ+KF+lcvZK_SB~{wovV;D(Yk#wdT3nAcpt_b@R=rvJdF7G;S%(Sg~g1Lh1}&w2_$;Q9ko{E(YSYvu|Re3 zgG}=n6xY(0PYTRrS>=Mu$iw)_0us!nVzvOBfwOw?gsI!GKwm;*!tB|fKS#^7mTp`D zKu&MWca`4=)fh>uk9Z?ltpTMhXo%AGbv>XNhUUpVtDxdj?bT-NZMLLz=qQ?nv@PY8 zXWu-Q5N?J!LG#s zIv)GLi_d)UTWqJMDY^K%M6XMbwI6A86^c%7kdJtMUfkYe!R)888NTn6(3}|N6us7+ng`SYg^%c z$&LQRYdC#R)H1@ZpbPCq2gcE3y=BkXb~sRh^>MzM9c~H{PD(?)CfH)q;d zzaHr0pqk8{W8|3mAwX$8N;V~UG=g!Fd8I=!v75BB;MwXR6RULu@SssP518R?5kH3U zU&#E4D(RtD*7jSY^eyjn5`l9jn0sS-ReS@w4b%Rfm_>U}3aa^g2G(4>_-Hyej>Y`v z9i8}qT8Veaz(cnef*8)KuUUzJwdkDSQV)^c@rc+#3j=)eew-%PIkkHZKV|HQcS*_wc~At3j64rTBeL2Dxdfo3weOCG>@*mdKt~ zCl8i6css=aw=>A%Xb9w9K z&YPUUFQN>4VGO6k$`5Md31rGi_+9A!zOgamGaWz6HCOeGguecPIn6mptl9z7qH(WX zfe%moa=(x?Q#7-c17F8oF_f5~RvF-l+Av$uhl9o!{qPDjgDt{w=`?&^J zr3bUX?(4Gh;07RHPP@k`ISU|Y>)@iEVXnRF>;U+fwamFBvAVWO1AEJWGxUoJ?PvhF z(2tmsTR@=bK`)@Qs8=}I3d_W*RE{F?N~c4pHoLN85^yY$rNJkbbx@Mu{8UTQZ|>nU z>azx$06}Y{JrKtD~dTjQP?z8zakp;eCZm; zT}1tsfI_6_@)eO3{md3fofG*Yu4oz_s(V1cu_F-;opd079yqZNzO6R;ZXEJm3n)dJ zNn6z-1MH#)avnFiHOUCUxBjIfE!Z03SC%;hVvk-?$64KOOU*nS#8deBBbbz#_It(` zzTFAq5x+6*la@@SthAyo+42wZw<`{TK8i2SyYP*!^bSr;;~sI9H@h9)KgcG_TWgp$ zOBetts%lQCIo1WBAI+5j&zVAIvm2QZ`WebJMkf*75mg4rE0Cz-yR1*YR#;T0m8w_v zv6XIa==$P*hMhK@%T9YUCf1=`(5<~wQY*`3Z+kEF)K~;oX;&unDD^?GlN4IcHK_^B zwiWm8b<>1dw0N)CA;nB1)w=zx4CrZei$VyuqP6BJ;+y6%%kD$Yj(X{WhdA=>AUK8k+(`+SG zUqAd9w82_7gs|S%#}*pxkM>6A_R1iP(IP1g-SVl{-9!k>T7%_w`!8n?cYtu?H8JY7 zpsd3ZUCFupNt9#RqT-8(*fXg25i7o^Vg;(XS{p{8kfAx+a2rdL@AXU*Pc45rGz(bE zJ`na6ep&e?Zr*2Kw%^okh6B`6pm5r4YM78)P-m9_1wq@o z34}RVAlv_UpFDX$qvD46;gQvuWJHC0L^_vXC506UI4p(}+vMIyVmAZ4UoNEth7%zk z$4W!AH_wb|RS^z{9#2pWexdKg)R!XSD~Np6MhwjdjY(OA|L$KrnIfg1%X(WZPH!O(>Vrjro_5Gvj>t+M6|&Dk}QA2G9xFe zUaXcf({G(%vO4t!6m_)`ZhR86e?@y`#~dfV7O}tk-X4Li2zrtm=yfJj92%#veI!ND z3#0dxKhSpfDm=u#UyzDmki*(#F163?Xkro2 zW?$rglxuGxNMrNSQkBA+AjZ7S3k0L&wAmK|k{3jG?L}=W);AR-$SrwX-9(Pn*M&Z) zNBzkHSOvE1^JNO$W2TyOMA{j6pqH){N<1G79niQgieaP)3iBx+6%ZCp`ZK{IHq%a) zh^f#OOMR506yZ$gTf}QsaTdk`{iQh9W)_baIAuYgKw9)_$=9XvJn5NxYB#M6+BeSQ z{!u(z#W#-y>W(3Z3Ig8~qS zUz=DiK|2RUhx|#G9yeRZNALd`gfc5N%{k8qT5+9Q8oGD}bF*0NW|qhZR0u?g{4zeE z#CpXPeiuK!pIy_)MzPE33D_y9fz|6YEwX$)?Psg$M{`*<8H?0w&tu7NV_&<}Co6fW3_Zgp1TDMLmz0BRWc$f!QEVM=Tk(&TiU>MDKoKjy zR^tu{+YolTDiob2^yF1LWX0M{pA~CW&?CcTdO&W+IUj#HYFq znDBWV<#*4UtZD$E$3UL;a~Q1W@-WKmBuDa>GCIWKZO)zJvN5%#8PwgqzALy;xiO=d z6*4kg4dE>I(LO!R5vk*SIsl!dO@ywbk(I?T1>2?j{7`EPX{#Klw;b`~F^FBaebu(R z2~BT?bwyuE@7EcbJ~HSu_{CWM)X%&L<6lE21DzLGk8vVOs@#q zy2>hb_p)6}MN8_szIj#4H1Vl=CzenDK8xL{;41Pw>IxkCmAuuSC&I+lq@{X(reqYW z9)a$xCVEZKbx_f~;IA*elf6rN7Q8$U({B8PCk3q?*5iwvdv3ZA>1Cxqr}yVqLrt`U zi<&&NM{l*#x7?$?&S=^U5#cf=0;i^8COLZ91g&eTxTJlc&jf;(F;3H{PD9&HP^T^} zJij(Zw51~9(ptBt3uj%jxzd$FHbZx)(K`OluOyewzH;xWHP32q7|WvEZ+tF3ih4E` zoN-Cj1vGWSZ%`vTS$mDXwOk%Q^vq9(X1KpMJ94`DSe{<&lgkV~Xkw1)B1v7U-hr|W zPHIt%h!?OAB8eHs;CqmiHnRX@OIW07a{l~%Cl1XUiAyZc8y zoQ0#-3@60eHj9)ZnV$x`p>t!T#vy4ENE$#F$*-ykPbFQrUH#UXg7gl?Od? zj{}ch1{(Y2s``sf1%L1S7Nv3{?R?v~JqxWrh~*1L=_k`LzK(U4%cU!9k8_fgyN}5jbRm+gA@yy2SuKHEA)2@KSU*@fqNTw-J z2t!g^z)F&RE5qbwx%uT%{m(#pGuKo%@B(h5wv8ms77_%IRUO&ZGGw_7L^jttxd%-DaeAwkj>745&tTh z+2kwu;dQBV-#f^Ty=}bJ|4{_N81-wCweF;IqpU)M6o5$J-z)XjFk~R#W%YuL7!FFt z^zgoVs^PdM_=>Po`{h3(;t=6IVbjX}vCBQGr^(5wBX0l5i~O|jrwmAXK`Y!?*mjR0 z?^!sl12SubJAgHQ<%3s>Gxs{7|-5Gg+tNy7SK$j=AJ zto*M((W(C*ee{21(g5H~&yyyGZY1@^aF<*nV9wkhojrRUoq9he{6F+fq&&vW^#17O z^W3GQ#^3clzx%zlOut*D3eoQog`rAYhW5XVI-3-E3~(eTjIeA<2EyeTJ;OU2w4~NG z{?{*062qv!S`Jh1xAx}ktb?)fM$l3bjWX_~j3CIB9Tn#Y*v;Ys88Re#N@CRt;BU92 z4a4KJU^9m9%r2_`TYX)mC+|14OpZ6I+a`7(#diUOm%A#dfy5>eWa+iO>GbdV_1GTnGfdru`_TZWT7_E+5KQ_;lUfo;yd$Tg+n<_&;jtT5>Tmv!A z6%&AV6?4)GY?9Gyzm_A`0X@x$`6L@p1VdM<0&)c+qk_IbxXr8?_2Cwig+9h0$W&h_ z@=ogaMR(KL0mV-NRX`4vCJ>`<8FD^Vn(>uSgAm%O^J60 zq1lV;-_?^^J=)$yx3!CIL%pO-KqZ6_NinE814t>V+>u_77W$BdNpNrY0Esc0yW_p` z0H3_i7C*zqtBc`7);`PoNy#yw2&YA2uX>XH-Y$^o(ie`#^b9G{GOHAqe1AT`85pwT z4un7KP)oftK8uy?3u@v zqA~Nb6u`-EAiNJ@=GkG@un$iSGgZ+AaD39sZ@u-WG-|mw8n!28IV?==*L`;9&ZI57Br$Q_@0B3Pr`o~>T1PoQzFk;bjis|X1_^U!=`f7#)PHF6aI^Cot z6Nnkr3^k;#zW*3K13dS;Ixs$Ysf(Xqvru%^9%k=2Zqm&F-4OY&b0&<9-ynyUnRkU( z1zQwlm%Hhnb!9SPqWT>!*a9?preUgZ(^bv%0jAhmAFdc+*DM=0#*E98S2FfJ3T@(K z&K@%moJMT{LUH^gF#KVC+>I|qc;hsEjo z!=09Z(w+~XV}Q|jIhS%je%iBnok_{lqm<2W`8ZP_DRDBclqLprhFiyQR2lTa3>IiR z&6&c!J{2;JIdu85X`R`v|Ix-AnOa&jWx2TBd!`gth}0^ePq%S5jZ3m}{P#5pqy$`(2L2d< zTK7;sYmuBurrLGDMJ|lLp_l&uWAClss_NFZVMWA+(jeVPNr!YuON&8CEgET%E~Og* zfdvSNw4`)OgVG&~l9oogdB=3`eedVF@9+5jf%pB<<8bMmbIdu$b)DB4mb}hZ5f!1A zsP#6cDYq>|7oc>k6=1Kjh8}RK1aIxtRzW@^yMv460_3h8kzXNcDXH+l5glAr{PJMs zhpM-OAf7R>xO=Sv>dzI(NY8QeYv++KIf%tJ*~+ERhwub`mzr+fF13f{ArfHptGZZy zAKt2@PV&)lEf;6i4bM2m$-;|?lyMdW#TK5#@zErzkJQ9N4vJwOSAUNGKeVL(aDPq! z{q6O;t29#c3p>Z{eee}qgE*`d!3h4bgIzC*`ED+z%M2~Cwty?np!5oSuNfy}wZ3*97+un$wxZ;D?niW8PCz#!#X@k#U%WEpz_I|da+xhu(?MPL}i-wR5@1-v5~Y_})P z`v{{*=HI|tW{356Jy;NqemQb`=|Qnpim^R6&}{HR)+V(NWTPefH@N2!N1HaV6~YGWVxv)gun3`}@&^P(@Ww>iW+0&Gerr9-5ibeE>!$b_J95-2q|654S-uY%g1jhXhW!^IkYl->-luGL%pCcLtjR zODO(uK&Iol@n1lOtER1({H!g&a=>=h<2pzDG7nbCc>>H%wD#sav}QavUd=sJ72Yh7 z>W{n8U4VFOM%z@|-?ZR+kDciXHfTqAXAyX=Tw7Fv!Z?=cn(-(AzVM!Vgar zvLt&%xeY~HnnpYtGY60((Icc-(Pg9nO#$HdFcCEU`U+;oawy+Yf)vU(KikP`Rmi&K(|FGuk=O~c=aYj zJUh3&*fgCMFDPn~%o}QcA_47gwhnR{?%fAp)odA=wgTxZWc#Nu_S)QO0A+_yWqX zTJ{EUb$J;L?U!Y#hXu3*uNjfez!hT_DwbK{=-bhqP;p)b^8j@ZAa|{M8tFVFLfF(^-&FjMZhC`(NN+N)wwt;u67i>(4 zESRIQsRx;~xj5D4`>+=hym39m{h*Isklq;0ic{Cln*>Qy9(}+vRse?2MnB9D`3LZ-VIqGn}QfujwEBJ7sKg6l*s&U zd#)mv^_OUF!oV{l&oq0nqYh?y@(3B@ENaKG=!A(j$ zrFD{|du5rj{EtdflN7=*Boc3E@?4D-j{2fF4t?TuI#8NGrzIXFq>-eKm66V+HO9Nq z5+PhTTg_{8){5F40V;Z92i^?7UzEqyayu`r`9vbK%ZW;Azpilp0y~IxO_rLmFPY>4 zv>F}745Y(qsQaIg56bz(4`+qiKiP9((exRkrsFlYmI-a+&6n7`;^Y(j4fe{MjYGoz zSVE@TxdrDTi=~R_R!wm0Vhpyc}ds-hV#pS~N@wd~ulaRb6qn&9%?b*v5vy~f*W z8)}x!kjIpSd1n(bF=zFAX z!-~~n-|pY5!3a<$J|Z=m9wwj6z3l}Yn9K{%%RMY$sC<*?H(LhpKN8$-Db6lRJJUt* zJCwoSXV5XoH%3}ccv)SvVABKpP3a#==P$j(f)b!rc4GOk_f zd_1=RA$h1NZYzn=#(IBW1UCs#DG-in=jQI*q1nc0hMcx!axuimcvC@kFpslV7J9go zSCJACx|TgTjAk3Kb{wVc!&qX6-D6WUi3DuUW?)i|6Kr&aKY@d^dOg0mm8Nmf$fsSZ z`PP|7v!gaM=Rx8Z^D^cOD&60gDzP-?Iy>a&SHgclu$RfWu3MP}<^>{b48@+m*R>Lk z&E{avzjd_XDMw)OW=Ay2k4wa=PdfHB9ff4JqXc>|69XD;3ezjM$t%HRM?kq{kK!#E zi<6xt=W+nCxJP@$_PgZAPG0`6Qe>;!D;|9C`P(8jiBOkF*3EatxCOf`Fj4RiK2rTC z5To+eU0HW^^rI;EU|Ti5-bxr^iaUV5-Z{X(Mk(zy3)8}iU|89#(qy;?F^Lzybwe1F znZwo$J37e z(ein(EO|DRqh-+)u>a?EO^4#-9=9UG48gv5sN7K8q0{DO8D+Hcx%ibZ>GKcQ!1!Q_ zAf4gff|6pRH*dn)lr-a5(2=4gpAG6LTzE7R|G3;F?#Qa^5v#5x3$FDt#1jw9=Hl%J zb>^Bt`@^K(0h`GC)S`dyGVfu4mP^;*e$1qn2#nKq7Q{a*213Lp2iAzPN6}6n7w^W? zKmJE^8b%ELtSv4_m*Orj?n^x9|`1QVcFBFBm0;ba+Uy6{p!fAkI{zdvJU{BAo zYLyzpO;|xk+=F-1`Ye#l#vC*x`X=Y8^zkGj|5*sl@6eimc)j|kv4hZ-NubuqQTQFo zQe^(8;eg7GG60J4L+wJc&qy@IBr5gXu=*4nQDfcb0PYlC)#|WI1HzDAKLAFr=pEN;)Ibh@y`Y5OT!Dz|A9MJX z{UIYsM*#62`@U{O&KssfOxP?e$lJcpGJftLn?LT&6?g<5dc%nfdr-x=^algaK^M#C zJiCB!^gk8&IB5BP^g<6PK>*;y;_;p&tv1%iN+K7#t+v+feS80&-mtDhw@>i!1bFXS z?n6zA;7OG^~Aa8wqQd+&pIAjI`dM~2BO>{MAPC(~hM1~<3SjPcv_nk~ zOOjtohH>s1Zpww>tn@hi>uYa%CT)ZKwri!75@DG7S+7944AJf!b{4S!klL9!hz8#K~B-ifTA+E0fP zzKw`1GpmwNsGU7Q4Wu?GT?J|@ss*Dfy-NsdwDtt{SPw(2Dn`}!6DAx8c-ZzKNH#Fg zh4gG7NNnU{)#u6#y{qeIGic7j&1Dtf=B*AO|AjsdfoE);fv!QP9&!6mm$^dH?<&j1W5li~a0*61FJ{H}6G15h zmOP;ZH)jKC#}}?RuJ<_FC$&{tdjGW5*!!LEl~0gE&_1M-^3T$W>wuh7_sD(xH~uJM zj)AC+oTRubuBOI67C8ftEu8LQ&S|upK+&az^0M^heaff1L z8njdEHP9<&1Nn^;TG9GImW*8<0*X;-N#DRcjL>D}(=P~$See+JG4R7AUDG@si-J&- z10_9G(ZdlEhUpTMZ6yO-BK#c#LppW~BlBB3khvx%<}c1aQlA9iWk+vo2R^4cBxD-B zcDrV?wA+14>I(9!oTHtAFa~<@p;6O1ZSQF1Sbm0?evjFGg*t+&qti%$U=t#zpqQB~ zuVxt!p5M=hOSnHebTMar3nzNioOEh_@LPVrSl5zj5X<}rgdp%k(;Bm-QR7ig(lNC2 zfDA9jfzpEaSHL+`jrRb`*Ex6Nu!${Ky9r90ow#bqYLCC8(%g2(t>43)RP9Q3H0`UR zm&_ap;TyUJ)mr{3_>O0Zi^~NUjT*kCRKC=nRh+7B_ECm5ha>>L)E(S6>Id2A>W$kT z*c-&E=kCPwx%#ih-GQT6T&YV#l>6LaTK|6znI-`k>#O_Y0)jeA-kicvh)-fg=UXKy zL_9Umm1$blocH+(x~i)roE%Cnah(B~rW}5pPWr&s^zMFuMJo>e6Ic=|zqX2`1Sc0U zwg2fw(;YFKK>{?2*ekFL)lE8$>w0Y4`-McS|C!Ahc0soGfzQi;OzC*rZ?NuUA*}n1 z#quk{2Q5VLjJN}ov&qU7swehw3HR8mKdrW5j7KF>D09)CaFJluf~g0YxIojNz8_e; zr4eLvUKn&huSti|PSjQ%zP#LB;$`J(H)X*qd>LY6}A|Bq7&`mA0@M>q#Q(NGL!-q^`mH8~xfzMdpUVo-`eb+ms zpVFdC*t7@DdLF;zy0{83XBRvHYRAI(eL~$~6FaS;2LrdxFL;dTD`Y^7ypX7HFDj&t} z@@x|~DzPS>45@}QGK7^+sU=d6C))6|NRO5p5l>Wm96@-uEhO;<75Z*Xv4A4nEfUDq1kYE-2nOBpqs|u z$Rx8W(*0pAFk0!usmb{Fp{J4v*6?3oezyxYJXGTz@d!nnSPo-M!WPdVp@8?a{r)xH z(z&qo7&JU~4$t{}VdFq;R$wk{Eru^izw*4kL}Gyf#2zTVFTFQDlZh5<9&=-`1DAl7 zy!VZHKpYj}1qNLY2SaSrZ8L2lZQSh&2CnrW&Je*k(+?qN;RDLVt;E-0I>{#gWe)Oh z4XB~#{kF_z%WQq4j8&xh{;)iPlVp(IH^q}0Wd=z4gj>5I0WrB_50?yebNz5&bI@as zs9??v%FHSN1QNiB{XpJF|B_6d8_=Z!DLL;e29feab1GsNr-*bP;2EqjwiEDJ_5E|3 zmW+cDx_MD^WWCI*4|1mi-oPgK0I!gH43)?FE*h`K9)2ueMpp>{S>w)%r|N!?TM~@! zl%E#wYs|Htwc)F>ilfxjqO-Yg^ z;cjdpgg7rJ$}d{mdQ6cp6d)MF+2#r1R~BM*Z@|7^X5L&q+&54%a=H{bSf0-YPreZ% z8HU%BRuBJ#E|s1~ktu^dEcV-A9fBJ_%NX{_{)~xAqWNr%19pQRyu16eI5-~?(7KB1 z;DkCNl|G1`iNZMX@M$TkvjNu`p1QUrLusk^zubOJ58TBIgykZ%dJ=>_PX_Y4NH2Ch z!1hz&Q5fz*#knm7R3RE#cv|`DaTDV6imYA5VV+;wxC2) zf3(n&ppcw~HUdOLhxr?3B~xph*0hSZ9PWc*cj>x03SowXq%U}+=NUL4>+MDRO%?{` z;2U9xGq@?2VQ?i4FIIc{WoyrI#&^bENrVHQ0nAGR)z*Kqerjf$uusOW^;fGrC2TR+ z4*$hHrs;Lhk?b$?X@WBkq?x{cdnSZ>S6mwlgCsq^WG&~)!V|%QhKup~GX+CIYvfuA z3tYS>%#Wn#kt^=EIcbUd4VSGkFD2>$#2r~)>xvNbHXd^ds`U33F3Rg8QM(0ROsdN3 z+Fl{gDIU@}&LypL4zDQJz|?t*2UUy=GgZ31V07Du{Mn^Q!u@_V6P!RC=~gL3$?OMp zEw9;a=c)~hHpX`KdR>QlW#t~L=+dJMd!#|5U2Ju4c0|$}bnfPC(a zErrz*E*Hoz|V8`vh2C&I>s z)>f1Bl>J{Vm;sy?8pakRkkruf4yfZGJP*7!(VvT*5M#7q;6EqRCim{eFbaizWI~W( zh-cp)q@~?BZVM?8#4t3~_^Snziy77;6nXRfonuie)FZT5 zwpgB*b1oa9DW4bg!Ss9XCAQ;A`og$SpJ#jWHNy$Ra3h2?RKmF#iWQq5yUg4H5u{kO zWC-e50wvix>BsAGsD7M_5yz;uPB%2d*|WWDj=9 zyvk=oFp)e6mN{d9o7+kuh}F^H2O4Be2DG7vK0Wy}$#BK;z)Oao^=90ZV>r?L$PL6NSe3U%EQ1>Rgfs$yIvj5(=(h`0 zz?`p|hftML_?k7Z>6oHujl`8L%eAgH?77QRkQ%S5*9Ce65>?0rMe6~f#VkW=*Wdy$d33_h>AK}(?oaq#?>9OWw65p%jWI4db zW@u2jMKV_reP(8r`=gp-(SD2a_;NPc_v1)g_jPJFb4FyQwCdo) z78h0P+FyJjB(}^>v3RK*c@w>*r&EaD@_>_5=@X|MD!Z`WQHB7e-zl>-R^endLDF*z zgEn+ee^k=RZ4xV7Mh0;uysftHF9b?jreSguu;z~zMAy#xm^TB+O6AcORQ6d4D#RZ# zSG~bu3#bNRCEbP!N}4aRgKrq`hkBFNEu>#&B)&)}q2=wmlRjZAfhg8iRje*Ejct^|iCK$?TG5K?x}+A!-|i=hGX zLT)y@L1hRnM_H=c0{Kf|4U{>HZA9MT%?p)MB}a;H>6f_lb4K}YHlO)+sFHD}CRT?Y z;rv!|e-uc>EY{o z5wziAJCnKi3L$_;xSaeWi`(Ektm(TD3kGXo*pb2{OfR?Ys~Sv1wTL7lHVot{=ut;68zXI?2B z+sGOLC56yrCn;+}vfqfGF?V*P_9=FB&Kt&6wrs3odDKb$nLHltF;{z2DbUJ8X;f$v3m?lN3qc z=pl8ozm_kSstho2Awmr_&zGCgu>E;k#;t-+S@9K2T^~IcU{dKRfAmRNA22lJ}4ollkNTfbZwq*p@Ad47`?qeYMnXW!;H{8>k?y)VBoBztIt z@?}So-0Qx5Q#bJ|)z=+$^?zW`0ql1*KdaVVf8WhG!pyr|y)*|PJ9z|z>irjv!!ao8 zKl6`6$;Z;x8M_i;)Ay1mAl-2>*YF69oBfrf7~5 zU+tAP?SzQzP07RXZzcyqjAxUo@pdiW9;g2`^k~|93x*5(I$@DwC0n&A54IfEHE*wm zDoa(yx`g{Wu|#U(~t6)ce)BrN$gNry0NW)V4123{XK{I;P%tVzlY}pd{5N z{{}ULLW6?UmS3Th*b_i?sSLHZ?|0aI=)0w(ZjJm6i?l~5o+bF4COn&S?o`qif(cYg zQaNI6>`8am`mm~Mnri*~*{%?R5zH!KKgriWtZy?3A@L#jnyveAa@WxYhimh_u2T;l zktkQY*-w7M6c>828IL~}o81wUvtf01KpaT{%-JDwv6MB8j>dQW+%7qPgV%lvqjl14 zJ+(Y9RIjxMWI#PLU-o+>X-wcFE)^DB`r>3s8qrrNvzV!K}hcl zxVZ3y?t_1mqU%GtqlpYeFL!I!X+em(6TqxrLy?3FtBL)drjCF?bx`jK05;a&(D=U> z5+N*@=yg0uFyIM?@k3On{gNQj0z@X)lov=kSKk}wm^*fQ=?0M%gprN?z}XA{`DERmDjEDS1+z~DPd=;f^QMx8WvL3j-rg5Bi0PI% zC_A5TjbI(DY@;iNpv`r28++T9TSe=7#N!Za`Bp_VW6GOng11zq`x=Bd3d$5dX6(5D zodr>>qdkjXr2|OwjuUy9Z?#)y`2_c>!12iDf9 zC;)fEoqJHV#EGcH&mI&o(71*26=8)_AmL9Nxo3eH*>CrbL%>{->_?qz^Rv$wyJ3kv zC>AH@fjPVgadwwypezjE2=4X?36>%b`zatvF#DiJHduVXW4~`i(&TeF?i2TeGaK0@ zL+15o$SwROB7Euy;uFR3VfZXQAFs_w_&I0$*(T^P0>Y@XSkL0>^ED1pS&X#8t*0|~ zLcFyxDnw6+Ei*gaTfH8q@b47@MS)1%vg!WH|1w&K^SZ zymicwOnKrm6(`7gu@B0t@P7Mo?d)e5r=LL*+l^Basof0#mCOsIu0P{2!p;Tf)3<*qr5Z zTjB${6(5h4anInameK_n6fryHQ$QRy=0-?^^5Kpsvw9trI|cWWs>2yq)IS@d{Y7%?02_sxyyD(gC}(e! z^PLR~F5Y*hRxe%lY@aC#+ll^e!&juNz06>LKFjzYAIxq%K5DoE{e(v?2zKyKKv=fEC;Fz+JAI?hQOsDz{BQ!K|#8kENN*N4G^2;;9GN??+Pa zWl&w_ZWM|bRdSUc*RP6_De(ki#D>BOFM|p3_CrqYcS6|l%CC$lb{ka7mVwjNH2u`L z(WD-BuG?M!c%K{=YWGm$yNN0lwnTL+ocTT)tU7d;>ni((*I|5&--eTsuVN zbr2Zo3lSgVR$99!J};)63E(FP9jX2%A-}W^$^Z{EQ?t530T=|)V~x(xU)+h zF&7P2hs7KwIeA#08)$$12=dM;K$UC>jVLx}wOBMlp=lY_K=F6Z-)TdYF}Iw5muWvB zapyk9snnoLckBB`^F@C*eEju}oBK*@70XFyabLYvhgA^c>TMaeK`Y&;!6)duo1B59RR{Rc?UJ}$ zi}H8%%GSRQ7FqdAL8Cban>N)l`#BbK1Vls*3;?IQ0hB%8oQKGSxVtZit#MM@|kqW-TW$2G3Ngs%Z z#?(_=I}dwNels`_8ly0yJmpLyew=iJlsAdfA9n|jXK+VA&oHK`i&eM^CF2tkNo22b~Cl1Fg)Q+nM`v^oJSxtHZLdpQ(C0z(IP znqdKJH6AM|$h)6sWY&3+X(_?cKRzVU`br}g|vcg+=zw=s44PQE<4gmYeuEs*P5h#v!CyTCKbJ&wP48E;`2t51mx0*Q>` zVfF~D9s)M(bThn`U@pei5(CLP4El)2I5c0gk;X9wgwkXIKcrj6TL}4k7#SV~znA_b zW$z?zPKVx-n0SQrjK7u-8Nfp!QC2e#qoqVqROUr(#u(q;E|idNCa%M-LVn~&6#(Yf zz4c?+!MJ@%oF-A8$6-dK{HF{fkwRC}!mR^i%LU3IS%uSkW`@*=3vW_N)1pVXslF&> z68L0DwDd4S-jZLH{lS(KPB9mW)N9Xl^&vkUH;R_@AkrM03D=@-<)_0`pQn`)EFQKJ zXcKSQ=@>fSODoFO7B-c@A>9ow)+bri9nom4KH-{wSGyziKJWawH99WwBo{x^^nzf~ zYwY;H;<@(58?ZLW=3PLzSjd!N{CYZjj@jDq0_l$5S)2z! zpwj0I&xMdmf<>pcl=1&`9|q|VZAfGscC$}OXg*?+AhuTi$EJv*u>D{l0*+1FGm`C) z?iF%;$m&u+wvQFNBBJC!$p~}GBQ&st;~9yDBKiWJ{y>dEdoGsf8i6l{I7(_Zbk??n zEvK_cBdd*Y0s>8+)}RG!)XIrWZ&Zs6?*`PARao$Gz}b~}gova|%F()O>%5bccgkbc zVu|=vX~?y9Lhb48Mw7a}Tfz)~i>S;5=p!{4Lf0v=_}-?=&=F%My$=TR@0g22eCJw| zTri&W)~qSa8x~I-(e9S7%b6SOh>$vqul-e38UOS8?Hv&VS>DSoV#?2#Jaxq(B~l*b zmsyq;I7y@K7YM>C`4+I}ppD)XDUY^EykjwBsdF|n?nO5{jtKh1*q~h<{(JOn{*!!3 zFz1YAd6)%*Nv-{V%OB1(Sa>|n3eVxPhz+T@?}PLhi#1+J`d~yMTqK%@lj|#j)bdtC z7@d&0^6Q)Leb$By4agI<(GuUy0qS#i#>M3Ob|ERUWt_LYk;goF;ky|{aCXz98Cjz8 zBDngGB?p|_`=tYmlRW_RjMPFOwRc`9sNe6#Cg=3fgYUsjoPbW2M=Gvwa> zjQ4!4&3d0Eyun!6*^J?55Oo`GWj3c;<;}sNOpB=}{879`T{`z-;gU0lQ(lx~{I%Yq zK^=qceMwe7{Q?W$68$_GG&wpRpHlI$^BwK52G6e293(^>P85?cp`=E6#F~pn5zdE{)w?%1Krunn7sH zt>TZVM3J2eN+DyZ)!tM;~0FHD`uZVo7{C(o%9((Jd7J_)@>I$Fq-iX7H`KoVdVlB8& zR#|+Ul7?rE_LPa4b3(A3;L0Uep`ZIBLVX~Lx^N9r_XzlPv77$l;~26%Ph`Rl?QaXO z){z^^h#z@s_N(WAZ4=)h*5bGK){E^uG?GtYl3*rQb`|v0fQ|Ou4_uno?<9WyC_U7U zoz$jUe0fd&V+={ZX9Govi*QypgGo_XhaW2C7~SRsCPg+qgh7eVI>Kvs*Uz5}kJ{f^ zxYzsHHOsO$Wd^hN`?2t66#UB~mxlZ$qUS0%nyrQ}49Y*WVjBfXU~N5KYGn|36mZT| zb=Gh$q%$4FS8+tP)1pj)i?R8Oq!Vp|ei)bRJL;`owWs_d$KE#cbECL?{)%L`1g~zY z5bJ20S<~=&<+UQJVG_@#jIzV?tUVGe)){#+*@?A*KBRrOX8CXV^V zlG?eGKiU?#Y_-0o8~usFNlJ2VZ+No!8rosEesz1?Ty>P?Okhi)zStrK8`nMGiA#-F zIbLIC$`5m6cgfr~^sH@+@MI|3WVw(6RRgq

zx79y}3cKi*CBzHAKbH66LBoG+in znGsZzqBE)nlL0x1R2mlTUIzI6_Jx2_STX+Pf>Uje&;};ny36ovXHtSiE60ePKdUg8HphL^Z$iaic*mZl z0BV!WVzYQ)mgPgTc^D&N5l-gkKPO*AJiV=*sWzYCsdTsQ)C4Q6d7be?WT=b9Hw`qh zbo1egPu$~fC4?_$6c~y7g)n_FBS+_2N3^P%_H5c1Ru%jJ%2q+tfogiJuc9S+%R5PDVIQw{FqzCbMfpq4RM?e zKl}0*mzxpC`_YZT9+l%Yh|K|w&Y9jfFT8^e>EI1iRa@Z-mX$j>7Ic0?A5DE7K7JeI z5XINuAMFpSIFz`|(5D<``>P1jhApj#D&AZB2g?~kDwhc$X0-~-m`ZWa`X-)WUWc7v zz>>NaYqqcauT~OnYG6}OW{>9PxvxT$jLV^;r`eGnK zb707vVY7ZX4@0R7P?7ADE0fAhGa`Kr$pBwXFNT+$%~)+i0+OSldO!y=#UE`dA<})L z=D3n*hUF=~eNXs-5a}X7P{{bdKlSMeUi4I@q@X}K2mbB`=G8TxYtwQTLWZ{|XU6w+ zc96mk`yF4(Weg=AHP9)J#L*F3IWH)QCtuYAG>D_lNw&T(&Yx=D@oP*-9+V5(;Jlqn zZE^;LfYmQTmtg4vpH~0?@=E?3^m3`k4M8c*NBJB~?Yn!kg<4)3 z-u(FDJ9`0)mGuchNX(0;?;ps=pfns3d>daEuBx*=-b!6d^?vOw%Bb$HlH$0ozw>H! zFXQ+^Pe14L{q&|C{=F%$i)pExdC=>+Y1`B+4?!r(lZWf#Tr%i}i8yYZrE0k$CES|h z=DDGF@x2@4`Y6;D;ukxkIK+z`u1;6^y{lp`{PbCaz9>m0vNxjFf-veFVEB-3jPFG9 z#q6=8?)RWHCYs%0QmDW^&5K#tM{^{**}cC9$Vy~A##0KG&z3P)tFNaX<}xaCqv++x z2hN7mQ@?{NG^LS|wA^z9pj157lU2FR#@zsp4<9=sDUuWm@H;gdl}p-U-} z6Wz2D|AW;WWh5K^Ays(Ojxh)YZ}5wLA#cPvOj<6v><_V%%UkZUWaa@Aea_geM}^I` zvJIv~&CRhYLd>8b)&dZY^Fv?m7{g?$qE%wT-@t&M0W0E{3GB!GQ*`ey{&U*APadNb zqH{ihn!udp1pRM^=w6#9cHwj7^akyEz%zx6i}=anDG?kPDm($X*@{-RAKs!q;QRqI z|4J@-pvYG7Vqtj?_#D(mD{7JnC*C13%#H(w{(KbnZMf|*MBB08;$7SU zK-858vH)}ioq_nyIV{BK{sz_BzNA$BUMIGbTr~iLhXBTm$k`3Cr*z9*!T0U&PR_QN}n@44Mg6?&KGxkPjt+1{DK0) zgd7^G(LT69aoCQWf#S$YGw`;)NRD{f3 zfHx*Er9jv46hSrI-GU^yYdUgQIv#sDeIKG%bw#AW0v9@j3+(<(ZP88IUn>}=+0Fn8 zoV;1lpY?V0G5oHx?>X3eaB-G;&#QeVIvZq~@MIGglehwCrO`UiUyBzKOP?Dy;iThj zLdxVfb(NV^?>2gBT+v2oiZI8Mn|RX9IIQWB6DcmUlff+?FxQC)ZLvfEN83c-3!9Jj z!ZDy(D^>YJ+{Smuyp`RBFb;-#S62-?EH_7=U7JtgZPwmm2ETJy2c4%ZGCT_t&Z7=2 zY^UeEZl~hb`=ODh0`#8SdIg%06s*4?Ha1kijQ5P}tg901bV3IoRjmJG@5h*7yWq`q zS&nS}bhR90J#Kdj240=D4y*YrF8+0eV^OdH7x~?N9c5S7uImvcZu$k)!Ib3O{;)F^7^JYv1K)vG*u< zg9wMMuRzVMsW=%V>Ny=-kr|;8eZy6J+F4VYCDGa=4rct-Wr?>ASmWVa>W7QOCO=SW zP29^f3|vpt>5MFCnGRtk} z#ygtp+eegs+FXd*V!c7S{PPMHzd-5lNEo79lkuwWN6MhAkdtWX zjn_*ur*82h*3|cMi#E~K_8#nj@l<(c>`ZH&IuJ3(IFDG)2N1DO9X`t4Hx$MG{=v~) zQR_v#8R42~zPx;bbB8mf>%%E6*AH6)cPO`(l+XJYzP9OlY*o~iGBLR|e>9UM#9Stx zo|m44CQhYMA`UsVmXHt7)JW7K_?dNA%cD9D&079DtvcIs9n?xY_0L!fFR%{h14=g;APTSddac> zR$fpADS}`6vdC)um~<<(bWmmA;Mt*i>)XPGJOb|F$%TjgpCF^s26H!F%n zwmuh>^@KvHeWDE_p$VZP=5mU5#(i`oq~ zP-m|Lo9UaTGvK%kE^v|*VLjPN+Tr4a$1p`b&Nq8c{KWOvds||Nl$O9$RU=MC9frBE zk0Zr2W>LZ+boo&#ry;H+yzf@G$oh;-4vkP=W>AS0<25)H8*rnrUZ(nK>s`EYei9T( zfWjbjV{`E~^5RBzEQ(*QVr8|{pnX5xP!>g7rruwh|p`>Qn>56sIGz4O5MLOVqMoOG7H9PQ@R|DBugvuCz5BC{t*WZ0D0J zBB(@%#oZp4hvNxe!8e3z8=R2lK2Ac1PF59^EqKkuow)Rw(S-w9q60-1WN-KuKN3F( zQE?iHtHfO$p|B-ZliR+x-YppX!JMpQg_1_!|3xM)h0cO(y#S%&w%I~}IR-rBQz-W} zB(zy22eT9Ut&72&Qi^(cmLlI;w5VJrG>HpgsDr)Typ*-VNvT-Id9q7Yk~X(kyN?L-H)rbC9$C z_vFjpL{6Kkv$$1ywA9RwIvK8}&&2vX*0R7>wBF=g{uRe$bCLA9^ZK;PxkdY1PuiWI zl1Q4f($Pvam!nRqe$~Ad65R7@4kmGoMJ-Ki9T}25#S}Ro|K;06I#2hqM5Vt?H;VWX z!@g5lvUD0f4s~2e3Oos4WwDSU4OSBV43w7uWrr|Hye;=xez6-jWgtBB7$ z@v-4isfF;?lh)>w{Ot0R#8>8o3x`n;LiBcq&RIYl2Lqzt%IM~1;9#WHWYN8p_MX~)s7&fz#{WA$kj##be;qK;j z=BS)73~9VTvGycqcFBFd{o#Is>;$e|a~DOiY`tbWtEbk7CJj$!B8-iLugzwEZcGWU+;n!F37}ItJwcye%SmG|a;_$k z{l1XSNoPaI8ZZM5pjOZx>C;W`FJ#D0E@ReR`l~aqDXL~*Be8Ei))8DrcZGF!?D8@(xx{%~ zmbwL<#A>8;k+OpCuQO6`s^#nw7saLk1gPjWDc;LF{Kj!{NihR;+izNe#mDofC72_# z*|$=ZejMrW>1l-8@9spdv@i#pJ?dv#Lq)V4)2pSNiX#;-gO8$bt1a4XKgeOlBb^d0 zv??EzUB(fa`jPArjbk%VU^f4BIx0Dhjl6Y>=o{n-;>U4*ibI_4tg8=LB4qo0Osd<} z367;FtcueF^7${tmi@D@&thFD?z`yir5EWCr8a_2x+e4p3e&61iMrSW-7hh2&M^0fgF2CSP?@#kI;Ar`zq-Qh;{6yWz>ST^5#x z@wA+q?C(^|s)&xDjL#9#HlhsyTd649+e_^p#4ac93Mj+8dyk*myRC@!RQ$NrE=oUI zdw3Kg9bYOfKS#gq&UfZ{ z-{(o5{Q7=;f4=K_{c>IBoIU&Oz0Tfy-RoZWnn_JauRRV^N4^lSEgfC7lXRb>4Y`Y? z*c}?e>;4z$q{C}t3|tUhdLdSN&1|YHi$0qhe4~O}-ETf7yAKBF+1^hF%bp&v+P_IL^sVu%b!c_n=5z5W5*;OC+0-Wx!7CBE%U&i@Kep3kdH2lM zaiG;aUHUP2v`rRm+L_`m44lQ(L?=)p`}c=ZXl5qS>$lLpES0VMZ-cw#^a*^Keci-ur$YEei|Q+L3_Y^HV4jPj9HI+f4kf>liBJ8#Hs&fymebcS{fXa{!e z>PIn0VPw-$&_S!5LYehV>CgrUVK**xtDeffn8InE@p+a#?aXIewKC-N0Ox4EG=Yllh(iib?-y)RU zx_JPJh$<6Ym*TbB$is!JbFtPWJ1WYpVmS{|SAWb_wTr82Q75xrBwZ#Onj{QeqA&uCREg<8p!5R z^Q77eYWq0n=a&060C`V!r}V0Lq*}ANPyO>GIu>^*6gyrzmlIqbp~xGim=~#s(+{M$ zD0Fx8EzwmJtLo>K9*0vfDG9Nv0;ld(sL%Z{hFbLA4yKFVo)eBhYFoq1rRY#?QpKK( zEL&dw6LF8}ZW0OjyJmS#t9ef~F|9^uw9}(h23LfLtcJ=}Kg}`_NR;nH_bx1k82cT} z+W?u#*MF?I&RiKt_pCI3$Q43mR!iq#7Y4IR56EF+*J74=Z&upAhFs6=!JWYfYzjuo zF|O^YEntph3NQie=8{i%-P}9XAe>1kwU()F7_sJrUCkm8K8NvP}Qc%8o}@X>ocD;7{*Tr#Ga? z2zG-*?6Se0KOfjDxs1HIGh|wl8-0T`qlJ{!$I0_~FXNXd{mV5t54%0ybs6YJ3H8kF z#*-GAZZVmCBYF}GkK7^q$_jvj{kCG4rn|V>!8vnFTk(~6n9Lc@0>rg8geP#dEPs(_ zUcZ=ORzs6|%P78j!mKuGCCWgCy0{J>4#N3DL;_L9FbMq}%)E{1B8uTKOFHN;* zh*BI04`Z{^B{4d*oQevvCL3{hJ}!kA@RTdYSGh zSmR0q(c~&IWYYIShX>EzjR37HAznWt8&sOhZW2;dL@`DBkC;_sU3 z(IXide|kCVK=TI~<_2Tp8eb3Nl%^N)xK%#jQH=ML zG%DA)Z^g#YD9|hMg2;?nJQ_I2OB|*JFVEyc!*;6gvDk##a>6=uVj&eKD(SfjfpM=$u&w(`T5m__9;5}KRr!ZJEpTeQr> zR*KKH{WETTwTcbgjV#ae>rthqSar8=@HGnhAMRrW=|*b;4611e zMlC+gep-Y3GHDyF^b+72bcd_r9^Ivuye_moc&|9>Qv4blKtd>})b#7lTtIi9kP_ z-_y|DC8pA6U(Q&l-?<-kVV4qf5|YE>j+}V>4CCD1nv~~#ar`aD-iXuLG}b$L3(SC_ zoV)<8G?{DK3bIy24vubR^A3%v6BRIZi>=+kHpFxLnFss!S}`0qh_0x;dgvPckAgj|ARc5@!vT43~Kf7ptW4T$Ht~FA?pDl~4NnK7~)#&RY2){w%V3!lg3xa)48lqg~Fq|_*pvK30J|97dfK3BCCpDJ4y0Levw)Xu(L=1sxPzPg5}nw(y80F4u7F`lQisuA65DyRZPr1U(iK6z#ov4P; z!>ch1S7%~Y)C{d(P$#YJpWvLTVyirk`yY^>V%j5pf3jafOQKUiE}!oyDnd5ZrVg6C z2_r2N3O+s-gMC%h7!Q`S=EU@=dUmsGr3h&=R_?*pxq5c5DXd$K3a=}SFEZ-dQphzi zT26axWzh`Y$Id`iFs(Wf;INgBDcW^g24@rdUS9bS8UOMUOU3AYSRfx$@P}+L`rZ-bnq5u}08y|vxTjkeazelyu2YNq zBJJ90P(q<>_pJrVOPoEu4cy2WRggmni_&v#HdK*SQaiE(DZmm760wfc=G8Yg$pyn( z!pN1RT28$#gi(1VMAEzU*FlRX=~syO6m}XTz>O*HieU=4YSq!wDAE409T^s7nMGG} z5Qq~^OGs`84y>xe+$P+Ka-qWZQam!|M3c@(Q?4p|Az$e0Z&%wn3!-SChcxUYaPvUcGnjDLWpLOI7femI%T!BXkC{bD20d=z>c<$e%;)4NGSzsFc7}h`{z2|=*cjJp zU;~j~@r#<0k3XGb7DFT#!g5lpGRZac{2;cKb)l_FzJ3YpsGU;x%`fut60HFg-O9>R zd*@iDsjxq@XWQ8b=BFmDSieu&Q*@X@+x;?;8(!DVA5+xutG1 zdN}Aw6!v4{Dp~o+hR&6CxWUgM7Ys3!*w;Gu{M8Gz#{gs#zR4rZ^U0=Gq0OFpD85&0 zT#`hrXM~x8pgD?Xvy`y;PL0v?GP{kNjLFY6E%FZLGr9N(W0P)!=#4n`fPDVVps3he zFLY!N#7M(pIMNdiLrHmYwm%6A7ASZ1{l<-*>4O|k8o4M~U%^dXe|TwzStO)O3s-W5 zQZ4dp`}(lW^Fr-IVpNf@WjX^3`$QBUH&x_GC>opHkdxl~IRd8L&-^~Y!=EeHfFVpcvkJEvQ1dCA%*ERfk3Wdu*Y()O>g zG0oPTAldx9B%q)yZK6>$8ClyBX@Q|xQ<1ZwDiYDHcV1IKldTU>rGvY3h@VF&e)4T} z-&|l+HZ4xyQ^dTT9$k{%6q=K*Ae8o5aK;IY@=bKfX14C9rxzupW0zU4+{ZF1 zKc3M?yin93Ueq;jYpM=>$0fYU!Wwj4mM8eEktMl$qtSc~;!qmQ_lB29i>CIXPcKRW z$;3JMSD55Yk{Op3(gXf8+?!tWGRh;gS-s}vYElY;1x{B~>WeIE_r;H;g;%(Q`7V&> zmRPbS$0B#EOWf`b`ex6`+l6q?g!F0|-6QEhzAs@OxB5y-<8(WMl0bQRLoW+LB@~4+2RmBaX!_o5o=*tn`n#?m0NbC0K6=5YF+|QVVYAx+~W!)JplKV>O`qul} zg2?mG&o{c5>%C&kz4<%_)j8{Ho5I}6q#v&PXXEshY4@*TI*+RKDE!uPrCwg> zao^u36|^Q>s4Cvr>5VhWn{1EqRv2W#`ATz)GUbQ6kVlfajHei)=W~2i&v5@)OeY4yk<6yI{rO0-r{qU28@uQgPTQ1WqNLSyfB`ai;VyuTA&6V z;kiW6%(sI4I zhMbllbY3@3-1zTb`ENsSLjoF~CKx>~;QOPYcc5#Ku!zDXjsJA&@BT4x6JJKXol`Qr z^G8FsRDdn-zU3W*zuw{R+h5dQW6vsK=B6Kg@@GTW2`_fM=CG~Czw$q~11{wSprhBS zdi3x8(U2|}IN#Ae>`VOD?OehdKu6WuLO-Vd(a`e<;LYBBO-29SIu~1@o)XYe4MEHR zKG^x&APL_G-t3mjpz9wa7ex(pRPX8QqTGMo&KCHZ19-FlCsR;=zo|4sq2@5fb--RI zH!Q{O1tX65jS3O zH9dVrgc0|~qBX~jZsb}~S$!&zl}&TTg{Zb@+hGhkFT-1QRpB%aa_#$KRrA%j-$tPR z8fVE|kXUy79#axsvhAqf!12scm*$ZCQ$*d2)*7#))Y?6pGz3(#%E0B#kR$9uN6}|z zQ*dGjMATx`I`W{ex}y`tkT3FIBmQe-;TUlJu}f2}P~JVEqkGls;Q)*8>2uemxDHG- zf#&>3MXck|aj)ylg29MR$2^OBKUBC?%~;z<2)e>0-}=I22k-e0yU90Y>H zU+ZXnPlk&6A`ZW;l8l>PD!TABS3F63mx9Tx?Ue>0N~0(t-RSP@Zx*MeO}xm|r^ch4 zS(Sb$l85a{4X}IUvShhl0!I0~3kx_Z!26=VhGU;TaFJ6j^T1Ti%Y;ca^X^jBi}*#P z9SQ3(@W93e_M*gK|F}DPzn+0x(jcKvw^P*I?I9;~>hNJuM;jRJ_VQPge=P=A@W$Ho z;A711KL%WR{sJ&o&~z&14;$-M1dR0xy3FlQV-3L@D`+VDPh%wkjJ4M(vFPm|4Y6|x zbA-+V+CP8{*isG&-QdVGAaUu&Zs}71@y|7OAITZ}JUk3k(C9lm?mkNZY9{!IO#r&P z&X2#M66OKLfzJDOGBfnYSMmA4`t zA1}{eCljg>&U#-9$XPGpi*moQ2PCFg?*Ne>Ul}0V2n)~#hV;Dv`Qvjaezvd8FeB~rrzIPky$6))_o5iDJlsfht4sW7?4B1$H{d}NSKosP zU`N*ji3Z6)7S=~qK|pcQ*Ze!a3d1%)zmVKL!>f}W0%~ug!)OC4g5tVUuaVFxSsJRybMGInhp&(N$R1|Igb6NY(94dK=~*143v?Pb>JN9`T3Kt!SL(j{$;uNmA&s<7X%9V+C*elk{fVrY07NND+8E+O0`ho16m!9W|dBZ=&1iZmF%#YTZ=-kD-Th z-84M%fnYue{X@$*hsMo1K;aZCF=lt~F+S3c2v7b?eR~@SDTdK*BN5^BpZ{piPs?vLr(35oNw zu?my65A!Y3zkdhRnH@M@RS&&626A8SP%0cdN%H)Nbj7nR`UjeXwi_ArMhw~N0Cj2B zP}y;HStZ8trp6aCywP*UL#5Kuc%4Gn+qQLpxTFol)Yb5%fvD}7I*tH=@iX^GEK}HF z^W^eZ`NpaCU`l8*egtG5Jv;-H<6dO|%m;IkPH9S-{MXF2Wuq89G$mm4p~q>Tq0HIrr9i_DfE@4z%irDySQX z7}x;R8~axztWxat6oAUs4d9c=o#E5@*{~BIps19r_pyb} z5K;tq|2C+HR<{9(JcKlb<0wJvAj~3~ts-RQ%J<>f4xeAa7lS(B4bcOJX2G*Ds6cch=}n0N#Fsm<@eA}p^M?X4_h6X}9| zV?i&}>Tcv5>uTqoiC}G|G(Jmq-RAl3i0n2tI5j_<#3^VT6}zclsT-)W8O_hNpPOy} z$pfs$+$ zE>uQ%S;z3!@f#tR==hXd@cFVFiX~ngMgYW4ibGrl(Dx<0;(QQ!lJ4eBuI98D_ zU`ah8UXl7*9{%H3v77`}`j*i>Ja+`i0@0Q~-=(t6p$?V-37i7F054+H(7AIoWVe-X z-hbzy$H1-RbP5m)uN^hL$CFDE>>-{BOeylAmtCNdS|2C%+9=rC$! z{Xp_V`a!&qCkZK@8RS%KepF7K1UJ=E{C@_sW&=xXUO#ChME?#>{Au($kY1>I1I>-n zV&J5%18M{$x}ljG<7&JvmLn+1_}04jzWe*%UI0}3mxz0*upzVtMy1Z=rBPoOVplp8 ziC#-mM1S?nnUFaJvjJ5_mH~S z6TAj&qa{GIaj*lns<8p(`o-$l+z>YJ8sm|44wOJVD z8q6chlf6TaNZ2D=GAKd4JS7y8lx+P6l|Wqdui33%{Uy@#!vIQpg7fg(_y*t&cPvAJ3x63GYQmnY#;d4>C1#y@`xXWcvXE zieC7DZvnLctV^|KCa(}U3(qIq`(hQ_ksLe%(JsjlCpF?dpkBrEdY^(s)EDYL!o*u| zS}NBMyo`|xBGC(FP|Z@!vWTT>ZYh7Dm<>y0E5@ZBT zfGX2JK4AhqAVhT_P!Dqp#m4}HW*95R1#Ko&6ygR=?c%rByx09DEjFZ+G-fwV ziJ_Zf3tFs@v~~B|u|=BN)4ic~D9*A=x^H}mb$#B^$+Cl&pkl0IGtmjyL2SzA{+kJk<*O7DLmW5^bVAO=a%26p(Uz zlh5bm0)x!4F&RRd6}BykwpfL6(KfNd4@EN;dbgtbQ4%4XN+r^4F-{vQuGC=%(V(Zm z8KjhaWeu-S|K<1rHcJo|YU?c0a+yYgshQ0UDgCy2b;-7rnG-G$MYWbyo)zw+bZ!EW z(RB7QYbHT=Va}rsLPnPvkCtzqhYVG|g8~`BEkXN0&VR)#eX@?jV|5F*4zDsVoei^A zwnn_Tz(LIMcB_@9 z{ZK$d)Y|^gTV9MDcu*tK9_B<8sf;(R;aVt->?tkguco`u=~YQ$q<@`!oGCY-@i zkZ~;zd6`f!3MK^hfMKYjJ73d5L9{qq(Mllwb#1%sc@h;)%H;r1QGvlyh`^l&aKNa2*29JI_YJL)4(!^3JMByeP zo6ku^g(qAwW|@5!-m?2OzEj1HH7|_sn`+tmKR&@MJRwD8GCp*fj?Htl-~QaOdrjpo2e>7(BzwfT?`Fsf-1vor0_h%WeeHOEZfY>y3s&bgV$s=3csZ*nFo}JY0blv zKtRspvVg16`&2{64X2ss^OF>Zybcu%nIf|_OYaWn&47((PDdB;FIeO#Gn)_0M^?aI zfX%-#acPNl-axeZyFD_}^g{=G=ED}LFbRRNA}a4XqSS49`#qJ9VY{@Mw&7W==HJ4C z-VqHxBe|Y@t9^<9*u&kfo)lTIBuNmf;o#;6#<5GPZGkZ7-hqu2oqM;LAs~(Z63PkOfDUH+QXn zQi1w(y{8cw@<)XBC=zP{I;7F*KF*h?dy`7wCRbP=no$_%1xlxWD=1vR?IiLfy(lyH z{83Qon?u`r@aVcJOvPwdaw;`as&K(iA}{a(If1<2@xJ-%oFA*i!*DQ<12M^YClv}Z zLDu_9@7RCZ+Pc4D)x^DWXHhxQwo^$?I7LXwnChd zr!tg7em~5*b%k@U?k3z8)0m5+nF4MyriF z>lh!hrX{ZwGw-&%oG4U#br)6a=Tg^9)pFx(+yQ!Z%;HE&+p9lr>-)DQl|yh{-m17m z?R9yVjfYG90?z~#&VT3^U&#BU@S*fgnGwrb{D0AxbA+JJc_yc~iiJ%)PO3~|_gr6K z&W_vTbUpZxJ{qSENO5&vm&7uSl9+ z%}$mfJMG)@c|gJ-(Jk1yN>N5`C9S3Tk6W(}pQGxbb)Pfh*Zd8#6^^(-&TBB-HZ8h% zQMS^+x!JGA+DRli_1_Q;fYBxZAW+s^)NgRtfAGoBfJW@|-=NC>{L2CWqV6HxU;kO! z|BKWL+l3%bt5T^qheCfXOZaPwDr|>efp|1U)%8HLn|O$doBmblxvJ^Oq_Fc0WbD6C zHnzZNrN8cV$TK<~ta>d@FoMBh+a}F8A(F=ScKNOONhf?~Q%`swi2e&+8dIrovMedYFHCyomG zSk!~q1G2JzL-?KpQ0BXddukJ&Ktr0)T>h{I9d|e%bZ30b=4>N28^B8~;1?Kvn+1TP z&rYB`-*yzON%l?LzV6Ah4c~>Fm8(@{rp`Qj@siAY`It`8%(U?W>E0E|!VpCNX_$dR zJi2N=rToTWDRTJcHgeTiGue?YDh5;-_?iX{n`>(2fycdOb7 zZ7FO_-imLS@j=v9T1qDWm>yM*Kmg@@%GLPc+aFiBUc79?>i=I)b5;rF(l0mVKWAD+ zH2@Z5nHDSiHJtzX1g=5siT?b#9xy>DLTx_^^4q-s_3uT^v46vsK%ZQd70pJ#P)^N% zhXVlE5-ah)F8>#4`rj!3W_SNHj9;J1{|w{*Ys08NBT#f=4JnL}bw3CE-B!_7Mk~RC F{ttXYhKK+F literal 0 HcmV?d00001 diff --git a/content/learning-paths/laptops-and-desktops/docker-models/compose.md b/content/learning-paths/laptops-and-desktops/docker-models/compose.md new file mode 100644 index 0000000000..fcc3657c08 --- /dev/null +++ b/content/learning-paths/laptops-and-desktops/docker-models/compose.md @@ -0,0 +1,123 @@ +--- +title: "Run a containerized AI chat app with Docker Compose" +weight: 3 +layout: "learningpathall" +--- + +Docker Compose makes it easy to run multi-container applications. Docker Compose can also include AI models in your project. + +In this section, you'll learn how to use Docker Compose to deploy a web-based AI chat application that uses Docker Model Runner as the backend for AI inference. + +## Clone the example project + +The example project, named [docker-model-runner-chat](https://github.com/jasonrandrews/docker-model-runner-chat) is available on GitHub. It provides a simple web interface to interact with local AI models such as Llama 3.2 or Gemma 3. + +First, clone the example repository: + +```console +git clone https://github.com/jasonrandrews/docker-model-runner-chat.git +cd docker-model-runner-chat +``` + +## Review the Docker Compose file + +The `compose.yaml` file defines how the application is deployed using Docker Compose. + +It sets up two services: + +- **ai-chat**: A Flask-based web application that provides the chat user interface. It is built from the local directory, exposes port 5000 for browser access, mounts the project directory as a volume for live code updates, loads environment variables from `vars.env`, and waits for the `ai-runner` service to be ready before starting. +- **ai-runner**: This service uses the Docker Model Runner provider to run the selected AI model (for example, `ai/gemma3`). The configuration under `provider` tells Docker to use the model runner extension and specifies which model to load. + +The setup allows the web app to communicate with the model runner service as if it were an OpenAI-compatible API, making it easy to swap models or update endpoints by changing environment variables or compose options. + +Review the `compose.yaml` file to see the two services. + +```yaml +services: + ai-chat: + build: + context: . + ports: + - "5000:5000" + volumes: + - ./:/app + env_file: + - vars.env + depends_on: + - ai-runner + ai-runner: + provider: + type: model + options: + model: ai/gemma3 +``` + +## Start the application + +From the project directory, start the app with: + +```console +docker compose up --build +``` + +Docker Compose will build the web app image and start both services. + +## Access the chat interface + +Open your browser and copy and paste the local URL below: + +```console +http://localhost:5000 +``` + +You can now chat with the AI model using the web interface. Enter your prompt and view the response in real time. + +![Compose #center](compose-app.png) + +## Configuration + +You can change the AI model or endpoint by editing the `vars.env` file before starting the containers. The file contains environment variables used by the web application: + +- `BASE_URL`: The base URL for the AI model API. By default, it is set to `http://model-runner.docker.internal/engines/v1/`, which allows the web app to communicate with the Docker Model Runner service. This is the default endpoint setup by Docker to access the model. +- `MODEL`: The AI model to use (for example, `ai/gemma3` or `ai/llama3.2`). + +The `vars.env` file is shown below. + +```console +BASE_URL=http://model-runner.docker.internal/engines/v1/ +MODEL=ai/gemma3 +``` + +To use a different model, change the `MODEL` value. For example: + +```console +MODEL=ai/llama3.2 +``` + +Make sure to change the model in the `compose.yaml` file also. + +You can also change the `temperature` and `max_tokens` values in `app.py` to further customize the application. + +## Stop the application + +To stop the services, press `Ctrl+C` in the terminal. + +You can also run the command below in another terminal to stop the services. + +```console +docker compose down +``` + +## Troubleshooting + +Use the steps below if you have any issues running the application: + +- Ensure Docker and Docker Compose are installed and running +- Make sure port 5000 is not in use by another application +- Check logs with: + +```console +docker compose logs +``` + +In this section, you learned how to use Docker Compose to run a containerized AI chat application with a web interface and local model inference from Docker Model Runner. diff --git a/content/learning-paths/laptops-and-desktops/docker-models/models-tab.png b/content/learning-paths/laptops-and-desktops/docker-models/models-tab.png new file mode 100644 index 0000000000000000000000000000000000000000..62850d0012c8684a597d6e6c2d9831789684af21 GIT binary patch literal 74288 zcmeFYRdijwvMy+dnVA`5rkK6V%oN8EGseu!%y!JU%#b){X7(~;%*>3-OznT~bMD!F z?@Nz<>W7|VXiQB>RicvWtCD7_>{iuD}xn z1Y)I?xVVa}xH!3rlfAi>jTr=lOk_$LoJ!IX?$E`3ad-%>7fJ`h3<5b#2yPVk2NgA> z7y>(bCVd1`<))4bhNzh+o+!2+61lagL`^k4Znb@aq^LF?Qh~828C%Gj@6CFaySd$j zz0!ox{i?wI#EUQlh=D1P948fqJQnyF`SvPLYN%h$(F6jT3zGB@;ybQ@xCk05Dn!Ki zbJxlZh}?c-1T08$0xHKJxB?jE;@6UkKPR`YFeXG7 zzc4fB1Um@y4$8zqY-K#vKXlE>zUYp7$SUG8s`fg2XMAa=V--&r8F>|s-|^Sg`DN*c zLS>rpGo&*=B28-I^gh|eAK_*v4R)L}o-<2$RF-lh!qeP>&G>+i>PrmYBynnKSCP{3 zOn|4-rl-7LoLeSp+M8-BJ$t=^^zs-PDfOi4SidR(^slV-HVoG62#hfcX*{wHt$+ zhbt*7iLVYps+C*|B(E@1G?SP%Sj_Qg6D_G>EpIIVVZMI0+Th`Be`ZWjI17CDDRpaz942!bQHf`V`t(Nh#sg&rGvKr|Aa3{&)R3bqWHA^caK zP8r4%0YA$3fJ(8~DPK!?!r*lgpdq$G5RReZBDy~EtRep?T6iDhri90rY&g6=-A%b> zQ~*>{FW%=GhhY zmpRT!bKxqAs!#7*TGX@hLyb#SNmYs4OKIg3P5n8v1KWbpy`Wxk#0M=6$JmtcX=w?Q zB8CT(4H?*O)78`E)7#Q9#=Mzue}{bOlg zOu*oUm~3%4(liS-Q#Ic->o#Mo!nI@T6WPb!4-RcVK2Z9=ys^Czzu~^|`DK#Jvyt;+ z1i=%Fu^2IKk>>|H1ha{y(~e-oMzHid7;`uZ)%;vkXqWJj@L{B(DQ4WG$DtfZVo3g# z%unko`9tQIN;cP2&Nv}8Nur3kNW4gC#&<@SBg00}o_QM1@e( zP>#?-L|;U#sOzZ4sKh9~sJ~GbI0JI@G~zTRYQJW_7VpSG%K?+Wq#TXt?J16ok2EEh zYRqY_YBn}UZwmICQ-7wmeXX5W`s1u)vW#u3Wt)4abau1M zS{9|j|0P97_N+wd(DLx%IKt(J>yt}~Ype^EOSFrw3)u(x{jgtxZ2Ca_Q!Z*Wn-s_c;i*$=W44aPg`sA z(S|j9@5wl0Jjs?S>VL}#OI0d9O*QC<}DV!X46Ho|_NDWs?#aTL@-^B`)wMsNAt5>PA$$n*E0p^ufXlhsnyDer>zE}gxc z6`gtZ0FyTp&sHd2DBg-%ol0*{FZm7NhK7?o*Q=9OL@;6$lGMlYBAUlqD6M#J0M(YY zAFhR!p^yw@4ulT$Z9MucXi$EqWFlBSY_Hk(2H&?|JaaGEEY}@be=Y^9_<#*2+go^e|WLfc;Kw5_IK?^{Bddrp*PQ2&hpTbyLH#|+dkoVW^Jaj@U>sN z)`|Lxj>R`EM+k57lkU3UL^yB1g4elkRbLIhzVD&GCp1&k=eJGg*IZQ(Zv9boNGh{B z1zl6|#Cwt2+H>1i+N%EeEC3r98Q1Z^cYYAK^ET9`G^NA^O zqqU2-x)45dZ~fiZvNOku+eOS@=v?wtvAy)?AmSiu(pLcJ?pLcm#pg$H)$6eEt1=v~ zkahhC_2|59*Z*k5>|zwp`%vhhs#%ZE`R~#3k#)Vb?ZR1A)7|oI?$h7%1$Ey$-#;e%1ZoN{_^tE)5b`n~ z^FG~=He;32N7Pq}PkW)bA6nNMtWtVAdb7BY0QZBew@&Qsxw|xdy$^HF+A4=Phv_b6 z*Oir1{8V12E)(x+4%FvL4`!EujzGq)bf2S#XAnC|kx5g3v$>UoBBsOVqRBCZya53-kH;RYwajVBJ@T)Q!wdVW&J4~A%j32+rEA9t?{c842 z)?85$g5e_$4*?l&1@Y-42Kf;PKf(vr{TT)U_wmO32oiZv|D6ksp9lTlambT@3W}}(tB8xW5al;T6>@QVCo^(x7B&_(N&q4`Ik}*d zsX4!zgw%hLe|!m1TDrJ6@UybIySuZvbF$bwS+KJ6@$s>;aj>%5VQe$-~F- zpOpWR^S@JSI-5C(+uMFr=>qtlnfWi`|IGX^LP6Gldj20H@$X^&SL(+&0}usS|JR%W z5FPJ+?L$C_K*&mnYIs1Nb|5XfS!r%Gbs2>vjUjVFjTi-NVQfNhAb$DqE!{ifSk_b;M_n? zFhVtWxBm0&4!rBQue-kiTxgx92;B(1cbt2ZyjibV1J@5c*YA5R^q$M)4Z!Vq%I<=v z!rA97_cP$nuXSg=p;oOf!*>lyW`k&kwH(g(!PzRCx>t4u14g^(t&fkLV}~B1jWnHs z1m~)f>v4D*f8>8H6PHun^na6tDhz3dsWDp8)8`~6Wb?qJ=AV#qEda#*&^WnAiaQxq z$eP*c=Oya(2(h>ktfxgz0ueNb2MM7f1}qf_C{B@jV*nRJ75XuZYl5gap@@6)SAx`vfwX8htb0m0TTgk@aMTw)qCX%ekq;i)P|F6}J$4Bl1%-;_jv9 z;)f(Ixi*+%$3!q)#5#<>5TuKqr5U74%q-BIsRAk$xnBY|c@(+Y+RNalNs{2Jje@5a z16?7AS+`J|%C-T+Me_Qf(Qn`1QNaQfM)5v6)cMS1Al*6g)g9ITm4IxrAkfkw)3nLz z5hm&RDAG#yLi>A-6)}eg19A`^;GhIg->aYO;q7P#*lvJ^hn79k_M#GqL5cy(lTK;h z-|VO%X-i=aH?_n&$^tY?e?K)Y`$zPv! zebUKDx~E{^xQ0_d@1F4<-|$ZEB)v(mhobkudt!V^#N(w|AJz2Vx@$+zeAw{yBhO)d zjek3kcVEBnKf-#SCuR9IO+&4B6uSu3b&&hNqIV3J_{X?8CYkk5KEu_-QCd z%#e)Z34;)hc+HXO9Cxtn-jq!^ zL!fC_cQo0zSf$7?Zc zeX|O<`O$Oh7tVa1I2raGs$vHn2f;On(q7c&D^@qg2#89Mh{TeK0y*8ig=u$FkQSx% zGtz>%(jh8%hS$`AO#h)*_-+1U7=1Uu-O&5CliUo{FI zrYTt5bUMu^_r*!4QJ-1Tn9-qS6zcY75gS8ys1z1aOz3a~Ps*w9gGtrVH_#*=v^TRr{bxBr1P`qru*m)?ukVO`Y$kYMkA;ZolT{$ zE<^h35@&h2WT9Kcj(gCrIn=89A|_KV%b0dJ5<|^?_LQo2IRo-;5{A-K6ZZrI>aCR0 z7|t0UbOIec;$%F;xL$qpAa)T(hQ@LR(*dYQHwr3m+kW=v1UV!gxV@xOs7}ztBMxv? zvA?E(RIa*xjT_o!s{D9>_pG<0V&(Ol09;<;LA54Sw$&K9T3V%vWQ>-9WvFo)8)jun z3{s27fa!qQgkCks>Ohuj#ED)Eb50f>2sjnKysr^#F!?6vWO2I0T(Ad}-B1T$cd0-2 zp5bD2q^3i+Z$orv0qtl9$l6VO=Qr)LS(nje2$-j;ki8XLF9k$L1r0b`@qQq0%FTSS zF#<6F?A7#UW}(y-z0tUU>yH`%VU5@E*3@|7s2QDrLVPj~{)2$#aM)`or9@;MX7m|##sF5Dntt}13D1OwA*;o?(!1@?nTg<0oI~T%P`Wt7k z57$Vw4uBb*4)g;m6ksot&3Ha+1C6noAC;YOgAf~aN>3y_T}~RC{hZ}~-rcx?AWM*_ z9Q|F48tP}lXs!xhH+f?Sx*4e_R-C6JWTaffE#+7ZJoD-I-03Nib9*Z_AjbBk9!Ah7 zQBn$i#>I@-865=!I|1k6J=n;>t+4WHO9uV0NwX>wnIJZ4H)2`|LTAAsRvWfICz3gc zamNCs(^_?Dk$b#!Q+&z2GeOS9W}S{cEuS#)jmq(C%yk%#66Z0u>;7CY17|dQyCvrGcoTY|U zxsTpNEDK;P)HHtkg|>5&8<$BVIH)M*8j@Xgmy_Dxioa#3;E6ak8z80MOZU_C# z?H}!*fRyUxnN#1nN77O0|GcM&l#FH(RP6w2t7bEKO?6D$u^p+qB)t4&cJ4_5*LdMk zKg46ki%StBi%w!_eT2EMK=IG+hEU1Z+vCS){(Dwo+ozB#y`dtEU0N8P4)U zd=OoLe;-$s4K;xW&umJYy9i>x(g-#J@p7MB?K{B%F#I=-Uo)w)t6He85X;HjL4Lty z?Jp411i?gu>`vV=78axL=ugKykH>Uk1OQv*gWe!nR3^RaT4dg*4NMDpUVyx}#X6 zs=$|C56p%;G~Hz{Xh6xYk*i`HdhtkudR?P}bPBxg<~t{*u2`fosi&9&SIxN%J8i%H zBmu~C5m9Wz*EGk-1YL@eZZ91reIcM^-MM}YYz=xiH5&|3CdgDgWe`HN~oiUwX9>oe=W^eBETOH>?kjALJ4eS6Be z!CsIwHMSLt$ct$wC{D-A?oUe~FBP}k#%M7t$8%)>)jAo(5-);p)WHEp%IB|9(gtkn z{COzJMy|zTVFbGO`w&ZgPSJm{PaaCm8O{P zdqS80Hz-L3gGjzh*W?GOF1ma()cG4nJHT{$G$#Ja5b6)Xam>GTErOk6{V9aC7zGe& z&0=Ml&zVZ1e>V0m`w=w&aq(;hmNftN^{^f#7`(bDne5#%5^%b0y6o zLQ&`fK%#M5RYDhV2D4*x5T45o#&>T)*%DCftw^1e&7mbM zgz>ee+&}KPbOvItdr#!3=90guLtDFS6MmrgR((4mi2E856BTFIjOli}`zWlQ_wbq0wD|J5UOEbh$gPyV523TiZP!oAUG)%O73+_;(CP~idyO~Y08 z5Ff#rivg-vfUrScT@bn`j3<(@_KG4k=ts+mZofTV?2Mtq+ACT{{H;S@f|$ zMxd!Cs?gDYAXoD*ki_{hg1vRqfrFU60iJ22VyF`)GY*-x4nn&j=OV1J;;{Ey1nWKc zIG9pG=Tv*kaI5OVga|Ej)-Hw)qGmnbe1k^vxF1|&5mG*lK#7|oOiD3nS6vnAmx`j5 zIr#a8Ju?X+LKofqMiR7RA)A0_2TjkiOhugWXaf3!+WkDxe%n>P; zPw4M963c~mNxPyx-F^{~uKF9VxfUhvmApeP7uX5wY|vwfzm@%AR%pHS#_xqf;ABCi+P_Mi{lpAGaFY%J9pdiJS%`O+J;*3aTf)`szd(7Mk+qN@}Aj4?0f~ir4 z>7~`&MK;=@;4XWKnJFI{xozfbaa0>(=T}4GTq?|5bVYwMdI-;;Yj)>S_L6wp}+bfy~-`^_e^FkK{N~w)KkB=4smLdC0IVRoVIe z;T8{zqQQS)Va1tJy|TyZ9<&s+k~pF~OgC&Rh>;gbI(@u(6(X|Q(plsWx)Gw-5IKOj ziPsW&LNWkm!U7NWU%1d!%uVmY-)9CD^z1N^;F`4qn9Qn2=!(cB?;*t@ACv22ZB1m+ z(ZzT>3~#4{B4y~$rr7-em?)KeKd|F5=iAjwaocXh|87)RKZ5e<|G@A@T~QP|qeggJ zlCzQzb!}Xh-q7A|3F=$-M4LNzo5JY!Tm&2%Crhfwol zc2xKh+EyZi{RLlDsK(o!owbvv~TiWLceQ1ou~X7;?P-wnn=?>#Bh$l<{t8e z6C_=T{CjT}$}y;dR^{*}tiNSDcZ?gohvXLsfe$!U_MvmHuyT&4K`mXQXxLJ85@Kpn zyR*h0tqY*ut)8f#6WJbfXuN^07qR?u9TNuY+WJ~x6opB}d+;iU zC`V0$n;y7oT~x>@xMT~}EPj}VJ>ic&=7af!6Ht%_BWsW-LNKmHlf}9&>s87wtqwyIv7eR_KKqBZ-@uy*EVNtWIv`@(3Ide$l z{$t{>lhn9o_FFoTT0XvnQcaNzL&8m*28d$VPy&-g#G0j1cf0c`+fsF{xSkMIz3I03 z=W*v?`fJk&gds6Wwf;Yi10O_juJI8(OPs!FsR%MtU@+=|oRd~Y#;?zH0$OmE$H@QD z;I4pstZ#o09sw~}9tKh}>~TJyaxY0@8fJ+56u7CIAx5;k|q=j(T{17gVXuQ--bbiNaCak=Z07;j>d{ zI%i0B^^rx3s9SRE?+-tWJ7fwh&!P~fQz!`oT|YB|7iD<7_qQAh$O&i{j%)ns<*=+n z*S!dsKR5rze%sxkna6*y-=&%8RG9i~7x?UJGS+<>_)5EA2_8c_V!%uSGYszkT!`nhtqGt$_bEw;*4yM$jqBOD%3Y827X9#EO|EGA?L?BWUQE>h^3)s-ft>~ z>B87HT8J`oAx3@HxeDJwRGpM~yVsdpQvp3mt;k zSQX-htxzd(jGq{{$Ta8MP;iB$cN%%L)1ySXXXjrQ37g^G9sw@jbWtCKk635<%{}Oopb5jAtOZbh&HR|h-@5cUJO@9=E2p8%Rxfyq&PbLrw{&Dz^ zLAOT2|6?bj2QYZ%LkO}5DH;^WVo93m>PYNV2Yi3ZrmZmSnpIT#!#(9B&@rPaasHgb zO`gX60)L-wa=v5*?c@hfX;D}w5$|Xr>p{=TYU8XQeWT6sgLwN;1OJoq1FDpA3}Q_6 z!W#JwtmbZPvtJMI3d|?D@c9#H;YTQq(o(-y-Fkam8|z3J3){?Y`TvH168}F0{J%lK z&pC{a)qaQ>JoK+M>%s+lf&3aOA6B>n14;tgD$=D)gpHDoK)_uBhHf6tcq8Au&hQ@% zXI?Z`MnZC<#5JqGY+F^Hw^JBhF;s9=*6!RZZAEEj8XXc-OcrH>;H!{_qD+u8wIA8H zOcab=+;Xi46j*ah#uZ9Jl9I~|m=kySK1Byp|FGNuDd>}@he%2GMnBq)`oMPHB|{%s zB-p>&55dsaqL3E&gG=rqqcuP2`RfsvTtWC-W~l2R=FuyCzS5!A_xS70?E9Ay$AO@aUs_&3 zyE4Zb=m*4`qkD#OwWX?(56z1k(>jkq`YkwAxuF>_rJQa$()>+-;4<5?SzAJD3JF=P zM2ST<{k{%meg{;0c@?t70?ZYwCysE3{{X9qrFXSjwsQ#e6t7u1tk=9ZI3uYyEekN( z%^7#wLDabua?~^P@jCP?P?}Z2uSz7=ZHr`G6O^=HVpp)wLvrs#%(KZr{3UW}Hv?ne zcS!9T{d(xHqWV9Jgoc(}(A+j=e}~FEeMVUtzun$T>60>Foz_>Vl6>HdTP?6@&x@hd zN{^r1G&J(TYMnAf#}FsX2AW4e6GHOk3skqd)Jiuj;&w>k z&00F#c$R<1P`~@JZlf!n741K`bdNqY_NWZz4&k5{*R@*n!fzun1xpEcz*7bQ}K>d+I$~g_t}Vd zCY47ts}SZ=itt=@=Bz*`FxT)BW$9J@4nMBYZuRtu9(RtHU{Oxhu=KT=t3z5|5+^se zou0SCvR$f^V@F=rm=Mki@RhUbZ?iWiU+jwh1HPf9)p~>C>=+(v(9iifk*p}E3N}UTjVa_Rx^3h+8;?-QWj288Qu(z47DvkQ;4%{gE93c@Qq9= zii~P)O_0g@E!iqCEu1mqVx&*$hODw5gU<7OdqO_k;Z_zBU)5FdkS@eP%lD4rHz!VF zrbGQqClqj*wu?<1I{>=a1oaB)EXj;WLn;)`yDP{{%`rGii1E|_0&F=_ zN>U{!JC*2-CBJI$Wq0yZ%!y~(b?u4nzillQQX;)}p)!la&~eM&Io372bJ8ji){TcP zOxdhii)p!qv*(&^uoq8v(X3VHc6e3nju?uXXTP!VjdZ`=XBV397lF3sR+rP;lq2+} zzGrw&D42V0*d~oNj}JcJA`j(TeN8!45;I>lralN9rjDmtNcU;YiKRlDPL~b*MBRZQ@rrH$eG>ndi_JF?aW)^Frr$p!|AuK zdhB|m7@xgOXL=b->HG){|8bYrFqLL`>O(gt;N?|u8Zs(vJ zFgOKMks%5oG&?M1oWLr)`3eAjKGq?Z$-!QLQnS2_=+5z;p;O)s(!1dGb~`{KNPUiO z)cX&^V`Qw95!U*+EKuU?!vVGkyV)5yLJr5_MU3f}@^7DXvzC7( zTKYS}^gZfj_M;nbb~Dq`<4Xd3rw67TQVNtt!A;J-d0Sl(XZEZG2s-?|5g2L%74Vy; zvxw}%+93_PCnU~wDp~vIJ+>nOTw$KIYpsR7iVBirE~)WSpO|RdJ4bY?#*nwS)O~}y zZMxP@A&5nkhJ^v?*0fXJ*n@yi`r<-{hg&1Yi{tfa+Pl4G?NYAHKEHsyiwf6X_{HCt zfyjHZ&~7FPbSeoZhe`HE&cmK>!DJqT;HC|SEYdK$n~>M?HQo#~X*hSGpC;U5LvMmf zX&r}QR$hJBuJ#-*@y#;$j(hAab<_+U6GB!yxJ#<$V0WrfBLK$CMcjq_l*;dBX6}-9M9rM!!wa>!&({s;k%;e#S)=+1}9Po#C|5rj5k? zD)Awp#+z$pzV&8fyfFv*)F_z+M3Q0wx%8&(B3b0>;y7`iEOv^OSejS=$|D(OpP8tc z#AIhSI`|6CPjh`mvuhj3-{^<%sEa>mF8=XIZJAS!}=;|Fsyo@1voWG|QAHchNf!R`Dgz}?7eAR4&Kb95Ic z9hqHQskc~}Bfejz-g->w7UwFXes{IoqNAvFvWMx9Uq(r;NL4UC<&HuWuGujIiG>I3 zEdvc}i9E=6`qB@L2n<8Ca4Kx`r!$9q=uTo!%^~086FWPQ< zM!c{xnjl%G{_pVI#i9(PbPozTI-fASQcsl21lR~!FyDT}u$qX66lKj30nqst{AKce z>?j)WzI;>@?+J3*3%-ooF2!4Se=k020(eb=S>N^sj!HM~yl1Q0FV0auF?*J~!li$Y zG1hZ#Twz73m9AzO>ZS-u2({scgIJKzuoTV;T)>y zG3>TQ0;*n^jWm8!LNb?|`%SYh;Uc7d!81nSzN9~98?SbK6*3%lnR$&OQE<`LOKU4? ztztTO16A5eF*>Co_u5;p4aicafWmuP^C^*P$~u1t)HGQXm@!?(#iQSsg?8N)+1rG{ zb|(`dHM$ND-mS*^G6I6I1wGWZFd0D}T~L^FPLRpl8Rx(cdpV9_D-cedOqYI<=_^h- zdq!&Eac|)m8gHLel$uAo78qJV$~Kl|ON7zDhPfc)8*`lr<}`0x>>)WE zr>1E682rbV%^vdAT4F#b6I$o!;;qmzS)Fa&5oB> z4ZlZ)hKQ;3*tE0f+=4IAx%YET%;3lM<0Q(PU&61uM_HZMb@-3Ifp-uteI{hb?{9}% z0Q09B|Lf@^`xg+L=35yaQed{~iKP&_@Yc`NVXJOJ~ zoIY~Fg(?X%I^esBixB&5aR-(qb-M;8P)BonAqLsu{}FbO51^ zM10n%G4>YvhJWAHLR9ZNSe+(Rs{M~{HOFL2=f}y;G^OwPc{_l;D_QlDzKRbMl|ceY z$|}mJub9m$yOqiKI_0EgdBbUWY_z%LV{<&E zK=4hG{08jnpy6x$l0uFNiltJX)xlM*SRWT z|JDn?!gMCiFy8`L$#_@MH`2$sCZz?zN4yd^gBuL3m$`un}0ZbuXyC^KUd8#TR@b@?`d%_vEiS+&q)M`>vm_i`&g{&d-6)EyO&tWd14Qr9#- z=(~~e7|`%b5t~brsGP*`01KcjG*)U~4lv7(*fuWSh1@FeG!a%6ls%C^oDlbku^FqAI1ME?8lZhEIaMnY-V{^D@~_RuwB9wUWok* z>Sg@mrTwUdr+mX7XunYu9y0`ZqL}^t_Ec3q_Vp7@GP-BnOuqhb|A=8pBaBW;7SzP< zp-e?B1uAU1%Z(VG?n+_SN|^*ZcS)k@&%SFk5}y|&#h-$<7FWm?K7F3s^U>RD6V zGOyydT$69RSGy3;r|~&4^6f>2>N{epArN=pHHAJ7Tcz#fM@tN!9+;mnx zF8NwCwd}k9Lleb}-hf&auRYVfz+9PdE!-ChO#L2H)x$v%DqYt|^aw%e=#Mq~#F6>a zrR~NSnN}$)A2FSOR=Dz9B9kqI$k0XQ=%faj=GRv3K~Ids;z2EbEFI@@2%fW*ZqFjp zSMIoM@C?7jYde;H1<>{0uHM#qdZM9bAZ~a;8L#vr!_TGlXjxe)zWFKhXaw$rbDz+E zqyw0l>${*^il_e)dIU%Mka}b?`$gX=YnM*%t3(>-tCiPW-+6ZDg=bZko!88T;)31{ z!K|j1Z^^>W5wO+U>n_$lyYo0wSok%~{(b()UD%4}8gWC2?r6iN(egSVe_Bb`2I zy)W%|sk)8_mX9?{(lt{}H4B{pmmQ>KLi#|3OV;X@HpaV4lPuqbUec%$cYL44s%gKR zR7HulU9xAdmQEyN?z@D6+6>kkE251Jk2IH;9=Q`jKiY+wN4(Ly6jsj}FtN~LPhXd` zk>@tz)-sBkRU+LRgKar<0g8RE_p&!~Q&!wdumuGTLL?oUDAt zBd4?f&>p6dwXW+l3%E(eN4B&$KA_f>d`BFNhDjb-DFS^3(XLr`{7 zE7n--*!y^Pl%4c9k*nKp7w(!XjV7EBxI328%lWDat1!Z9DLJHZ!jb)g<%C6K!RP&; z;vDVot*tb{Hn=@eS(1GCP9$R|G9=*$Bic#|7|dlk_r63RtFR-TU4B^Ar>rZ=v{vmZ zo1^;(tQ@m>5Oax096=-|HJ0hOHea#H#EGB#0Y>7D4Sgu#@e12*%dvTm?grXV=p7IX+6k^O=lsz6+7g6X!*wP zc$qDy7%e3dkpNEx-fCY(u=)7`Ot?*XBu{?0Nb~pu|4w ze6}w7iz`?)ytdArrSsykDl7LkS)lZ!vdyj)Eb_oHgXVXsIcouU;(u&2d1AzSI|t*f zgGpvP(DZ0v7&HR)~jQ7=vxk0Ptb zn#;+g-%zgr!T!hj`jm0eWnlgZY-PLFL~6}!#){!9gbB~!9r|XM??|)ddgfn0b?~}Rx`zf8TzdX-FI^5d5;k~ObSsg|(H$eMUw;NN}#AitR zjcXM|-|rN;$sRn9?q8y+8XmpR6&JX?E_@~jD&TnP=zK>(KOWKiHqn-=?Wu@PU{uVK}i2aL>SzRPsG18GG9-Svw^?hS>98J8O__m(lnNE%If! z^t92(@u3?VyN(Iev;OTty*}7MNO~q-H>;ANAA9JA?(gAX&}&`dNGn&$Ls@FqhfdT| zXhX-SGW1-oUwt>-%tHv_O8TPy&Jd1YG&d zo==V1K@|RL&dCgJfY|PlUT2h>;{px2*~D+^u+x37tLqU_D$a9D){+HEb^>WTRc?J1 zsYJ#KRCKZiyp<3T^UNfICM$5kI(itO*COw2#OIsGR7Cp==HAh&S$r@Ns};JO3w69d zMhYL6ov8A=GW1{QFwZ*M7z5uel3B$CpIXo6vIgeJ-&JjXUW2}5Id7K(?n=U*N1o@_ zN5hZS_C6~vvsnK2Ub|Gc>=dE(WnbY6EgVAiE8EVOk23Bz0KVhu8-Uk`XMJ?J)P}bM zI!Jw(*}p>tmEJRw2kyhUUn{IulRB2mWnL<~^x6F^TE$!4UzW9s9G5xjKmTM;T+x_0 zWq|d)R%?ai63qfV4`quHf{sj7&e@&dUwd!t*RFeBuzXkN(*2Q=Gw3+iA=!kyA!@>* zy${PaY|DHX$6MEY3MNr%JF<+N-JI#b2+1Z`ErLEgfrSG zW9wDyXJ-4Va@}M$D&46Nn|1%PSp;0{DyXf=dPr+u0XTiFl3AVVxB(;Tgb-hS!18c`DjX>Qx|3wN&c6v$C6VTgQ4h1dVuc{7qq{ z7gnDqqKy>yeJi}gz4LkE$ZF%k?Z9>PH!yMNPuQJZ@Y0%|klvyIDS!otn*vATolp&j z$pSIySt69s-zWK+XMA&487I{L4RAMA-z*vRBz9j&i1R!Hj_!KJ1G5)~6DqzMZq9(u z{GY65(}bQmOUbi=#egc7_wtjS)#`WYFk2s z1P&MOsnMS3njy_yrKQ$Z8G+gz}x6s(GQsE&7`v7F3<^>uZ7cH8Ox=SYc zHb3t2?B$ghMDDLNdMz6#15jb%%$}Azj$rt(lri)gAB*741>E?Hx(KB7MS8uAYp>qE z)^q@V9^SK09EoCuNTrU74QkNgWtQi1aII+jt2fm{Ild+2j##ju^f|DsG?TK41!F0L z{y;l}_nsyOs7M_f;L{fz%*U?mpK-5_tt&G+U$$8lg``BzWo(a#8Z;Ej}@sagnmJ~7|TN(Q+D($Kr%Rhd@?@CTroChp(lvS!Xo;1yyKl5jsF9WC^9S!y3KaG{=d6Z}OgNIa3Nlh%_7Xi1 zyHb3q4B~F3Kx*Z_>*eNU|Lx*EofQ6Ua^(fmq-ban?cKgf$^Y~>8P98^eXG%v<{G%` z8g8A__hvyT_bBFm-QDWR+W*3L7VR~K6=ZU{h}U>#RJiVUh|Px4;-xHul%rgL5|fsZY*raa-eHhEinn zQBUc3IZ3lE|0Z0u8q~pPu=iXX*A(VxCWsfIvv=BV+UL_ zO8WCssjijMpC&jm*nrz)VZ?kmGPNk$Bq6DOtei?+ZKpq6{f7{fJ10N>=4n?WqL5Na z8iXkuOhN#M7ibFnwF<)(e=q&C7CRaf%w6`X0rv!ewG|w&V)7I;J<;W7rzh}GBoiE=~U&wv+jw5I7LvpS^4>Bku5WAi z3~oU~aEIXTuE8A=+}+*XAwY0vdfMAz6ili3&y-Rj{CD!_S&9E%Y+Dn{}9w^G-GO~vW*MNyBu&m z+>JsgOIeD_6CXGErWOAoXSXb})L9ngA)0<38O!C9Mf!7;Zs4gw+t2}9<-4BGqCc)? zdR@AKZ*mXbi)gDjqNa@XePHnN@*}yGq3BtGf7J4l{M>lmSZhn?l5BHlL~O`T(S|{~ zKku-ACM6$dic`A{=Ym?9Mh>5s5mMT=f3eS@zt_jnR`$iG4sXa2f`Bu8gw>vki5&Pc z_m_N2xF2TZmu2w2?j+5*atgD1V6@(nGoJ2V9@3?J-^i;uLCZeOB(9vX`{ zI*uEQ1zukVW!_&bJC_c9wF!4?qD_Iw?}OH}zOVJs>2Ig1Z~gmfc=v7(cM%{hI`>l8zbmV%+;#4VK z9MmjI_(eXNC@FoMolQy_HeK=Wqo5&bT`=&TIfMVJfX^min zJht6MYFj2|vX6$?A?G=Yd#|RzIlizpJ0H1td8u)6ir!&4pWeJcjtGq%O~vnzcr%{r zX!&hZgX_`Oz^@HE{VnP=Z(r*IU-|tIUX`~m6aYC)!jd(L{F0zbpqs!J`$xdZru-Ug z&hhLrgplesu~#62v-H5ci?5+g(zq4KJ2102FJ2(_L(OTRUNe^17I&l>iwX`|1|TcT zTx&v*cf5~SoRJo86-##nOsl9C{;zN&^Q;68yGf>o)=?xoNH9<9Liw%G9F6;}o;P%3TJzGI|$XiH;qskYoo z&^>-fmvx=XpU~|cRJ7VvI+pId0vo!v9sQQSddE}%a~$%1as2YOcIaH|c-{Jbb|~Zf zK4_EP@qYPsa)*uVJ9QT>a6NbIuImPrxy}V}&iYBAD9T(FBE^;K|YPxT=OfgL7Q)JSV6h-FK z%P|Nzr6)bqx-PS^>e8{j^@9m2vxfwOatatkI@EW|5DX@(7;)KG6HHqBck!mk<-k7@ z(t+i;7qiqhsld4VPTH;go*+-dD>+>(qx{cj1te%iF@uZ(V@^JBPx+%?P^m{)-q)}gnhWf0k{-quM?$}M!x(LKTxa$`E+q%g~_sG zy3|+-j4yv52TVX9;}%&veouSe?%gog163?|6|_D5c27&bL;89Z zu}Nz@7*|M0b6A?VcSzmAXSDPYIrxF8LOPy5sp#FRO)RfJ5Kbvn&S-|PMN1?Zc+a+M;ebmch9S8hCx*x4*`6L{_1;BG$?aF=Rm6zIYF9Al+p~36F*}#bZ6Co9`nfatDt28b0|u1_e9Fyp#Dk@($rR!>wl6fl`S9 z=`Ph>YKeO^12A6g6{(2xgIxklnG2?GHEg=P2xE5$%8*=DJj(j~)*WnF@jeOn*62u+ zp?Dh|se}kgL2!cdJMxEcbyjeQpECI6pR7vFtP^^B99&-NvTB{jPR9b8T25l9sp^ib z*8}F2xC`d?G=bM7^Rdy;?f68?#>yb##d^|1H8ewvPIwj zlFdZ%h4s=(W(HBOt1?EYVRV9jcX}HUd6pHn2tsC{Cg?+I2!=sA5afUzT{4A8W5mbu z{euO7(EhcOkm0b9HU5R$h(9+_ho6?s8pqmK6I z_8yRVm!(8v=@{$RuEVtMe!V;6olAjc%H!T88H_3LWcB{N4ix^s;^LW9(2eNxbnkz1 zU1wW&w)BGD4FAN9RIZ620uYj@amizhx}JTT<=0D*e@Uzx7@II2#oDajGFfq`4viS1 z3cE$}f3CB)IT{aHBXw-2o}$sY+oN4^rF}|CI9|2otzr0*u5;3*L|9v6Z|xFj`=us& zdnskzZP1l_gPh4tbiKlP9bhQAo$D(bWxa$K%_x?x`m&^azIvMf6ms8+M}FI-k94*k zV3W$Djz@y{Q}+sw*7U_D(A$1RV1_JJ19yOj;d;8zq(chvrh~rZ`phK4m7*+#3s?|| z*Jk+h+7KE4LK=cEEo%I>B4QOQIYBjN-`yP0@9VyJ1=eeIhOl|L$b%IF8didWpZ*?J6K%2dApKn8(jP8c!>ia~RN zu2iR;DElq`%jt$ruTu^k@N2}a;J{wUK0+Ne2UNyzVV4MuPur7>ONNV@nSvDiEWvrd zXB8tzsv9uYq=&^3XV3n@?j6l5ew^0prYAs zTRTfG2^7t2uhrNYB)}%Hwc8`Yh>_N*i zwj-?z)hwcG)|V2;t01(T5%u(oByvsOH0daMM-04rI60cLJ@{ZQoSxKA*46Lcb`uxx zBHi^saSof;$JN+Z;Xo!64>)Pqm`?(DQI7}KkBgGgbI=(zMOV@|KL4fF%^co&yTmg` zG5+w5N<~X_h<_54BcB=+`G;P|6=O}k3;##2^NALcu>^0(WcgU8fRH&U8+cDLZP|& zkwNzTX$DjNviYg%c;}oDVFsr^yHv7C+VQgeRDX6-$0Lex*5uIUPAUKVeeNY&p#7!c zw3x?-p+n1Rue|!abE`ZwB3e6R!*SKQ;*_O^Mdxjj)mmWtoY3vf>7{&8&ULdwSJV>e zE;@j7y6^H~wIbC<)oOLjC6XVz7GpLsu3@mw9jKC~$#2F&vHrS_FsW$6(vvF&9EW;2 zmtFajNt9Y-mb$^8ZwFlJF7bd3Y;44C4J_VSN4}rw2W$fN05|#oFGXOI>gFE*c;nk+ zDDv&~4JP04?sAhgzwOIP^`-Tm8(<>f^yte*YFH@pJCYc4%{}XK$EKd53=-+BRqK~9 zzPpqPU*9~O!`vPMD>p$0O;c;<=I+gHzvTVNj()mJ3^z0?lbtxu)aWg=-3D9qGofDg zmva?`n=2eZL-FVYS3+XOQ;cTd%K zW9f>i+O_W$IM4CO)%4f-`FEJ|8yNX9#UIAgVNBB;%!u7(Pr{He|a z1Ezkxd}Li9<@#w^F)boz=GZVCm_OQ4nruNy6&!VFE0!zhO`?d4v?{o3azpTOQ$H!C z+54&C*8z*d%MU4`2;*JJ!K&ohveTx@DHnvjASFb37B060_xPVO(WnBkSHn||gSlre z!&Bs?zIHQuOB0Oq(t0ij)cNOWWs8D)g1EQ$lAx;Arci4l2jTSFXAPumoT%pSP8Ktz zQ%z}YaJ`HU5^`%5APw{&`v*UUL>U%I1FM#85YskO{i?xScVs&~oM&?ui!Cw5R|3$w zOxwU#*<#A+6zlrHG~8gAeQj!B3UAZz_7usS^Jt?1h-pOH269!rHPbJlhV3pM@YpUL zyTmc^_3?3ulg{5VTPNME9QRQN%pCc%QJRIRg5-K~EHiptBZQ=Wo9j?Q#WSou)!WwS zTem=Plzy%gsC#TzeI2?RE4>eWxLeJun8U0(Cx6@UyiC35INiD1;2~rOcHI>hZMLI# zX7)o2oqtqLnEZ2DVP$%Ups(4b#fymNn|+D&jq9e<_0GCSQ3 zQ->YkbLB1Q5=LMy-wS85^+WZq=+n#yp1Th>=>m`C01?k~(^l={snIgt*d-dBn>{a5 z-=Y3o_txu!R?MJY=w|VkbL9u|=cO~TL{~N|S|7eM81Kxwz244r|MJ}BMPK{1fit1J z2Xn*whdNs~%QsKVH&GMMtCFye_n+5~G$XbyH4G{djRfFJ9vjy*dWK1tVsnO9&FaWF z4@g1FwaZ$(1%0+vHSV*u;|3m4KDD}lb$*RI>{P1vuHVB9FZ0x1pB$RocYBiic0CDR zAIg%wYx!vVc~D5#ZNVDvp=SL=VogGU z9&6RYaIhnY51CB}J|(7bg7E-hewvU=VIr+VROKG!b@MxaT!RBwRt9wdziwZKf(K;; zT#wafC$&5(-u>Hq&KP@X?qO~^bbOO{g5|vy@1De8lj5JoTLnBlZmlO%eQqFh`PU!) zIud@QgD?X>gS>)Y`EHJFGb@^}wPynfuU9WFm2X_HIkNIy>7DXDJKsL!h~*=4+QmSW zKza;GKlx{Sbcb$yy64eU%CgI3>XRQB11P(iV>RlXj70I z>j7ce@9Ri>v`d50C!q+hDIM!$k8D)PTxJ+rHB9f$c%F-W9lKL6NPK)w5}OT=r;FPw z{FhoN!)NFEJpEUCZM)XHL$|jW!D9c_8Egr129JLR%t3tLGcM2xMa`z! zR#YD_CP5e_3zX0IIph^QB#vgHBOP`Bz?I?H^37hgdl5de*YRu5r@Z4!2q+?X1%8tY z)`2^FiEPt=8_Y*f$H}9!u3D4_Mu!;OErk#sH|uY~Z+IoEI1RuF;h!_p5CiFn_#7)_ zE8JanEY!nkoLrcfk#lOAIn6=!>pvdgqCv^LS(mwle(s0-bmuiIq1N06U+Lwj!9hel zj+EEERy>7K+9t_{>^@s!Jzvk>I~?HNhF8BU^gyJvA6Ir2-KFpyPUwLr(1UAyf&Sw| zY^9g~6aXM^#kK=757%{S<}papApUqWwiGckNVW2?;-w|3v~PeR^8s2P^{RF9NnJ|S zIrka9hENvpXZ_Ta@r3CmV02RrwC}Z2?nyK@Pb!z<{POl&;J!fn(nzgMzLBoe(Vo$l z$@WBXxVK;d4++r)vBI5j_G|+AyYK8!n_+bdMU*Sk`tP=+X%#{mk0x;_cd*dSW`)g{ zCisL&T%QiJO4|f;xZEz@8*X8Ay1yZ45Wz!HIF5+_!)lzcFo?Vc2+Ew$y#p5Ob}F02 z{66cduq)`)iUI*>TBu}JH&1~`r7Ttb{qQbuv0?e2qM&Sz29SvqUB67-_=7MwdL&4_A{Wm|G0@ z!?B+))tV@P=UeP22ZCJ1*k{;eKE0(!MK3M>l}}sOm@%fjK-AequjTwZn5T;A%~-cz zzRkGd*->V?UmG_u?ju0j>*Ns+=5=!GVv0+!98{5yeMSXgx%UfxoPJ=|C<_kG5Rgt5 z!z+lBS2c)82($`20qcu0aBI$q8sHyh zOP0XP)f(#a5o)ZS%auYN>=RtQ78y<{Ru-QJeHMJYt$nK8faO%LxnbSiKF?t3=Qq;y z8sFBxVU8N38lOJEU8|Sd;E?3lap{>O;E@@*_o#oboD*;8IdF>tffc8#Q`>yX3Q$0meMKt3dUoqE5^dF<$lDxs{h|X{8Dv=vvX8r7gfT^8Pw!Rq?*v8D&G62oD#OE4xhYRPK+rtH^PZIEh?y^K2IzUDWZ0Dl)I2YZ~!; z^7t_zQ^Yj~6OW>~%mhU|%MeR#=me~{ZMgwe5rNeH=iDG=rKEsiLj?Ys|Aq`&oMw3# z+>Ey1$svuN1t9tpGzZS;e-@`}#%*3-tlr0_t$P3R<>=+lQ*NkNiB;jyKFQ$<{+eZY zRjp;MDV8m#(U84Ri5$5G8P{OXSPKh6A)2P7T)iZp8|f9Jt$S$V^O{hT)#OKNX@8555v>)k ztRjS2DMdvboqPSrG19%)_JOIEHS2uI{8L@Lsgwfz$h`6Sm-_Ec5pMSFS2?PWduE>H z86lq(qQ4Cn@i#oUTvJifHQ#zzcfsl}9IWeDpV}QTmh3SX0u+jI)(QE?^*T_0V()?S zUfO>8a>Ll(8d_VF{7Lm+w4M~hrWzhIuVgba;8%-!!xE>*!gF*!y8Lx! z(dqeNw+P>I)#TKe{MZ&A^e%Oh$QK2y8Ke_Cz)P$%OBF9Wko{zjrJ);$mtu=wrw__Uib(O=_o#Si z3}C%wt~l;3%^PJ^E{rDK(Qht=2Tp*o$M7u(^KHf2iz$Rm_`(?<-}>Xd>tM=GZ5n=5 zj;r6<)P{d`AzyhV_!~D}dgl`dqIn4$? z%h`~WjgvMiuIW?9iT*5)%HGjf7_bdV{BcfBfzi4#B5!Bd6Ry9C*9-3`-j0$4e-jm~ zS|O`7!c4jE5c*IdR{I^2PK-6)95P>vgK)adp0S)-y<=uH1d83U%mvC>RZi z5_2NG?q1l@m=;rg4wGyR%&>#R4Q5De9U^ng;H(^hDL68e^*~-VRQflD%C_nfqvyJK z^VdFd;YLiz=Xeq1%$uT4nw}u(rm@M-Y36XvekF41NUmJgZ4{nsYEjQT7&A=E4Ft1# zL5|&tX6ZpSU$zO_Yv#R-JC5W&DW1b8#xRZTqG??)7RE*ghUrV06K}<%V$d8NSmzXG zo1u~$I?z~dg3~1@$unpc#p)ZXg=mE0$V2dvGc?<%BdL~nqK~sGefv`?o&;Ke+Wdhr z8VOo};{M_*sR+fSmisetI);p*RuJSWc8b!E9gK%Ks}*ozroWC0kX3vmmIB%BOXOps z{&;$!T`}Z>NUeIvlwl7{_fKc9UXjRS)^jfQ6Spqz;$ArRJC`mma*imf?=NSnVw5Jq z!U*VpxACT@@>ZyR+iYX*)bT|w(s1OjT%5PeHn$v1qaLMOzX*!YOMfIHu!@0Bxv52A zPk(7X^~4BqpWSFE{4g-+axO+}ou$%YKUG)s`+;DnP^WP6_+?M0Lpn%_-JnJJ6Up{x z8H{?CM(JH7m30^Wm_tg4=d?#x0UIeCY3JN`!>Pavw-WH8iMp36qM0D#wGYRK&Ozw& zcFVVV13eac-u|Or%z^YeV};gGh73!~oDMV6ry2LRa&FZ=Z|_e$SVB&-rLm3hwZyi4 z_XyB1Xjq~qLde7kQzAOzVfn$l!pD&zaBi@0)d-8=J7HZzP}L@o?krN%(U@FUlokj3 z2qCN|5Ro~fcT=4Iz=3{mxf9LwDbPM)>(rY%)LYf5;@i9_|3V23f|O|rqb&tn3-Y9D ztP=(N!Scbie{82IzB2aqlM`@&y#)y0A3PrOQ?lBy%f5Ei!7%s}C^u8j_||vIE;oqmeK+ z+lv|*rC$Y*Uo@Q!eB?V-gNBoc{}3Q9pY}Kf{|f^2UXkIDzxVi=nDvLk1ZI9q`Q1xa zXP^+H2*6PJ9dBO#OYAe)nE%Ixu?h3+aMLoJ0I?x6s2Kqx%JUp)EScEk>bVFAL%8ea zz=@ndS^=OY`L_eUtu&HIdWr@w6POsBw%5MKJ09=O5Tj`Zf!)=r{Y4Cq^iUS_@g7UR zAf#;~#)}kTeuCr2omd}+pW=ae{~$We25J5iZ)*Z9he-C|0@)`|f&4rda1P`_*Em^J zf|fE^VzDe1rX`c#KU7lO-o%dA$>ZWhDD)6C_t%G+Rk*3K3|hg3UOaMw>NariiLD1GKE2o_5AV$57{hFA-+Z5J}B3dnEkehuBgl_yBlC+)0RxLf+Kt^{*yE=zm*7HO($W1cfkM`^nihWss)`x&dKdU@fz&(Fi@Hs!?Mk5ivs$Zv5GH0g;+b5|%ohoREkeSi(ADC(c;c&1eLP##-bxRWi&^tS7D$ zFir$FShLJE889*IKa)+E`A)w3iA;eSv371cG>+MErl~gPf*A zE#vm-gW4KFx?g2u^rGR>O$xU$*CjB^%R#i+|GVHOT-1|Z_qr{Q<`ri@K`x|`p%sF! z(|=f%pQGkH45XQDQpEqmKuv|C4wTEDR8(997dk0u!iW(L6oGn4>!v40vv=yL?)W+O1V(mJ0ja^iCO;)HGhTE5I*M`EPbFtCb9&0ihz*;^8sani<#N$7*ljOa zd=lxf=u*eavNP&<(7vN=&;EaXe~mO5eOjG|joj_!&dCfAp&P%=x1v%E3@nZ;*sxl=xLJVv%$EFXe7U z??YCA#RGFS-XSD+sFIq7T}9m(M-)S{AUG-QeZaVkA?;!4%%MGBflcHmLrh^<(!D^+V4rQ%)3Djm&F!$kA3}uj>In`r(Pc!dJQhWdQkq z2JaL*#4lYN+*>3i1A#7s83$qAgN`!5>?08Npb9!eDGBx2-@rZ_gTXD2M%wm5<&7sg zf9WA`T=PqZt$<455lqM4Q_guQn>h3_DFJx-82m->ZoL`&)&Hp@P?04FdkK1-th~9` zI(Tjpq3{C;+)0x|NW^Vu*ULH3(2=OQ#$`OfaV_wxE-8mXp@I`~BOJys8hzpE&R@Fy zs&3HZg6?LVgSLVwnm?ym%%n|NLQ6$!6pO?tT#NYNBQb>)K;0$=)F~|@Ti3J&3%e0r zqJy;bLr383r312twmU-SvC+181u00QQOm8He(0!1sZDYFQrQXKN%(nDB*0AA9}?;J z(<2112c^9g+BW88G<6n4Poj;Bg>eeg(v!w9w#9_Hxd4o0Lxx71ynJ#h{+dXL(NZM$ zMCTyASb9C(!|xR`6Jtk8uZ zLp0E`u0)l%8xuWY3SG-AXHrQg1J636+OB(?kyy6$>AwK&!>@1&PXxw30|)K}cr+R4fwt zrSA}l`&1R{KUnXdHWwxf90@)Q=YwFsA#|NCU=8k^@e8zV&=N-|NZ`9sRC~Lia1Rvq zJwJnIehz}A25lXH3)tLe>&*oVq!7y6wOZKZ7E)vo2dr0TYytt5Z5CsT&E&cy_z{dc zy@uY%XRy8Ke`vJ#&G1|Ie^V)_M*pY0_hnp7#RtxixzsCWn6n;x-gu5bknLGP$E=uc zB~3;-bq^41u1fmDj>tF2Ik=Gjr*YpaS=|4dhR?oCqZXT z8}CmA_%V;$8N{dTgWg#j=AV2}*@Oc4s0C9JLv)=;wd)#4UZ;`Wi`tfpDNW zT8?v+1YgSBi{$suF;UwC?;G&hVnx(#lyt;w%1b=&F?#>{`pVhySl;!<*`wc9~S~f9ecs42U5k))3Pg)P$A!M+QMuYmo1x$maPd(7H zEjn{0TmOfpb52!_1Kh!6X(E5rB#&;BqWU-jb2?)FRlo#^1maJEYr8DiZ1ntN+iP>9 z;~airvpBKBiMgSV_e@E*BFBzCM7S9LYl6Y4n`Z>^9G*A`q>N>-K$4}e{1pB{cF}l4 z{vx6-bd57+cc1effRpi7qy+&Wd9c$zd$2s#2mv{1flHF&- zoI6b&2oVL4K~eR4^41%R;;JJu#sKdbmUo*6%d(Iw1hkQ$9fXpAEmkT3F%SL- zCJfIW6bxSb3#lzVGVcy<`+Jnjf+)t(By|)ZjCt;Z+GE{%DBjfNIh1y-jRI8;tng0F zj>Z5AvGN`~lPN40s4&PO5VXU9s^QxH1voXLO_e9v9z4%CxiC$%yRS%uk5$|v;Qu7J zb4;I(pdx4-GC%=Z#lidhV+(KBxg^xKM+0&Yi;H}ZSIa3WE*Oq?Yroc_{(+W*cDne; zut%Jg$*&$ye8WtiP56r@Y*NR>D-6;E4YWOqQ1+~N`xqxbs3+qHaWYJqf|4>7wL%db zX$g%nTWJIz(!Sn`&%H;Scn|eE$b+Brie&r3>1Sn#38M=)x#aD&zmhMI2f>c~0foDF zOM1b7h{rLZ??zsA;)9faekH>?W^ zR50-V^zSIn{CxlZpw_P(Q$2jYL1g}BuwR6TLXqFe7^VKaH(NnTuy(MaHjkWm z+)He3oH&P}-&_Hjhw1_hM5+{KNiSQ%=LRhWZAoD4w2(L0c61q`v7pMfn|RGmzY?PJ zXT#0;a9Y8dBjbTVH%9-3kIrI$Y5b6loEk2EY`HP={ui~N0eZy`1B(4TxPFRQr1InN z*vXsltmTEjkj2wCe*fo2K=K*{8782efGG3nEKn|(2G?q5q4!=8DP>$JGEk=;*B-Z=R z;CTo}D0eu-|E8>X2E`K&AHH81mPe!qmQZvDs&v5@ z2C;v?Z3#@`IW~imkc&8J2g$5$$JEvJ)aBGmn;!m`j>||ceUE0YVAbZxW65w?(p!@9EZ+4zsAr z!&a?h^I)e?9Ukp?jn)?ovsNnmMd?M}mGAs1+isYF`f|x0zHUzMMn^tU?O;m2_TvoU zhFL3>v@a%MnvNn<>J=WjquTgQ#|g&`%P#ThvneDdtIk;?qpt={BeLl_PJ_UA#v)?X zX8zpMtn@b{Tbs>n)=t3_=!&k@IQ$V$`kzJK1k;)7Y%L6b$V zhO9S-8gp7YeJa3YmEYA>OnF8Y;o^6?MTJB0xaVw+d6%<|2FsT*mk>us-*g(|hWnr8 z6FaiKMaroowa-CF#VnnZCTk`=pe-SK;q=&YCGe=!o5h z%4->8e>L6)Mh}NMc)X#O*KwU`-7YbmAY~V{p{X$UGf$D!k`p7itF6POJmjg66HL)g)k1qY1hRk7IKvgcQEu z2^2fNeWGcFp{ix;Y4-Mhx>mMArri6x6(H;2uE;NbZS9%;y*u5chCzN--`T>^pZ6%Z z#HapOvv20c99gEjlIA_McgE{J^uX*UE5^(Z~U|h;H?w-7s09le3okpxoDOGqH(ms8UH)3Va7GfRDrz)E~ptaaCITg*fB8>}6Ad(W6xD;#@ifNOQf zphkzCt~rZqX_0^Lj=pfcee7CuH(7P}xo1urO_j5;Q9iXp6s`1Yg|NaI>sia#$mqFv zlY{ZYE*}1lYo4b3GPWJLf56}9qEK&2iylRn#;miKdR)c-)1u1*g7aa}el^0!U2V=u zz}lv%dG!3!)iE~%Q5-Jv*@E>zX!YY*2bl8ot`_1-9#NqIV7L$fua^2~P|%}Mdi z@nc!X1zoIq5m%AVc2He&OzUi`HaD!rEXCKHuHFz@=T#>S&%vOc>p0{@N!n~Ka+t-c zr%Ei%F2f+RYyM`au*fkloXeSNo!Q#?E}MSf!nnGzZ|-SUp}Dfwn#4zKEqBSR3N!Wr z-_aRdx_%CK!(X52%lV~5=QnEE6C~EpuKnSs4H-#3v4xiO6klmY4+55SnPHp zx_=~cj&8Lr$}fssc1cQSW^b-Fh{AWQw@zak9B7HfK0#Do#ba8RTI zbnJ(13I8s^lhxwTyVF^geA#LOxIG?lv2R%VV2ZJB-__h8AcXVv{29Nn3zrM`h9TOn z=&S$Z_xQhxc2zIk5h|Nlj6wxLeT8m_br3cqBPZ9`+yV4j$7W=dZP154iKs5Y z2z=4&6P1z*-}*$DO-VIk5SxmQgF`C{k2%+gP-UTDWE4Vv8uzz9RB(f03lqE-7H)4M zC0`}d5yL&bM17KJt;P?TNQx!LXo9dK0C?#jDgm<0ozJddSIo-(cPQ;gJaNtACg3ipI|+J_luh&!-`!{Cv(TO3-p`_ zXCcPB>6gCs1I8ID`>TzX#^t-C3=q(3boVFo@zDZrYVGBS$?%`4C1#6c_k%IBR0DS9 zs1);p__dXk;%K#+1j*&IXcZMH3RTKA7C2hOqwr#V-=4*(zyBuN9gI$PK3$Lm-O1V0 zbRr`b?i2aY*>df?2oAVeV1dngOUrnz>EuYZ?;F+a!FZxUfB338$HV0&!&8o}TiEOM zAYq}!{BLH*1DW{+S}M(kjNi&*Nd37Yp>xdxqiJlG_nhJARC&?)zRJaNiFu+CBPmP* z63;jL&f2^=^y)QVi)5aq;W6oHjYkryEu(SYB)b;qs7w2TvE6H09%UGt>=W~b7@bo7 zIqv-Ybe}i{zjfW4zeMplEOvolc!=?O^<6MjG<29|gvd*{>{c-onLLKGX;%sYzHi{h z{gefd#29(1l{yZO>#hh|nFQWWF-|9QiqEZsr@NXBRw_w91`A9l32NM~Nq{K24gP%I2scxvuDq^_&ImkR zsgD>-W0NNGh_RbU)+M0!d^np{$tce9P`W%se*dCJLvN=`lEOptNvmRqo*Z@pDi%>V4bN&3uEZUT17H;9DOiBqE=^6=Ky`~tj}BoWyEMJ^{xD}x8)jz8Z!JZ zRzX&q9oo(E=L;%+pmvqOyoNAa%t^Rk_a{4PhxsYycYH&B7{3!y+aF2X+w^@;^Z^2f zF?GFiAxC+E>rE0uPIu?4@|to}U5FfY$?w2RUuL7B2zrQCn2%UQ@&dp}{!M(>yG4~B za+%zxp`ARJZOZj*TF{6%1<@iX-cQ>wBR5PcwjwgJDOc&Nwi{Zu47wd!DivB(gVEVB zVPUZDSKXm=Y9T|x2$*$jBA7eKouqm+jC$=uQKrCAi||zh`)j2;3p{9AtU80I_400{ z*uT#lQK(l42qEW3#H=V0VEX#BxQdF!M%Oj-HD2@Ft9ktIQH|9SDO4cYxXtZ{&nhw| zDOnSFcN(MZhL@j>%9|&Qb&pFzthS_+F_a3pzoMEbtm5 zlg+PvvRKLR4&(^k>G^Qmi?;(#7$yq4A|r>fKMxxp&rl+G^VQpC7P%7VYPUxu6e$r2 zpL^(&Ja25Sj&MRgKfj&35h&vL6J_|nigjH=hU`MAb=sGXX*P}7yCzwYnt;RE-r|2+ zOUlcqLw*TG!k?=~X)s1XM#ay>kv8xg^BN3HDXlXZ$0<>(4)D604t2QR5w+wEZsm@$ zPOb5LyqM23x!&m?fwCxi>nhxDIjwLkGgyy`q%EbzDoxOwXS+Emtvu@JQtI97gtTiP zFH>~enzZuREf!2|5)^gtOhH3qz9eTe=!3;y3|cB08j=vgi)(e7Y3vQwI4f3NShjD9$_4$bz<>K$P$A7kU!>6Eclt@jOp^9sts43?$7(GJE0n|R zIelK6HgxmF5b+=NG|jpLg28Eo#byt)eaWp?>SBLxI3tLc(*aeYx%`Pf7z+_W3`g8Yf7Nh(DWF`hc*rfP=i@4fE> z+!LWc9wrv-#Q?2hga3L%3Q0Id>=1L|ez)h#=!Q3p^RkDtg^thYtD<>1doMU%{LY* zzaSQF>MiCMW~T^vTx1wuW-Tk*i=zAcwd<0u??&qvb!eX2t_N_rt8gz^^2L1%4FvdI zmmy7BPL{64)H{9Jee4k7;b*F`3Z;`>)I(t$lKiUm$cl|7JoNiSdw-L-I$gNJ$231%s-{o(f9h%<`})r~ViVFqOD}~J0n(Xgf(Xiql}_~~Kwa_{*tTNwl-^>`?Zz}$82s^d~!tXRKe56Bs%yuJm!GmiZ(aBa`b!VA&` zp0)z1w>%soI9uLK0KXH!PT`tyQZ8W2xh>-N)BxPh2gm-cJ8I;Pm znIvIid6L*xfiI8ApxIJ`vG&^!wEn~|yKL=CIlFU>MZC8epuhu);DW)F07Kv1E6hes#l_&Q7 z8tPDK=!Ga)1O!J9c-}qza8-HLT^B3JY795VK+7b_lo1SM&10yv^qb>-SkB<|L<(eM zGX%o`gmCps()I^;UQ<{QUOyOdmSB)#tGwf|`cu(h>Ss(d@pTQQItiin0R(cSD;MX> z#|=+;%~O>3AY_6S&^+Y+ycaJo!{HpIzOWS#=80|Kw$t}xB@-1xY!&j9bVaMxrM#hR z3rh?7{qp@yUiQoSaKo<*Zf7Z*PM`}N{TP@UakbpXon(zhn@n;71ePxE+i{K>!%)$u ze1R0~i`L7I+5uU86)u?+KURl5i7#u}Gn@A9I_~?QpKnGP?wx0O=8^m2B5~M8xT%7c zCo}&3nsT7=$7|GE3SeQ8=(dK3>j8(Wl`<}z7tZb*Muvq^-2v~vwu@D?_XnV$HSB=D zFtQ|8_Cc+PykvzVBn+ld(hK(Ze)^j8ENJ$t6vSlqCZ@MjaudTo4L*)v%vAhL)IjLA z1*UzUtm`vv|E1x)3m@c&#kHO5-f9>eb5)}y;s;IJg_qm7HcdhTM}|LB>9t#i2z_7m z!!54;)w2{};7AHw&R4jhA$NMz1FGB}mQCxMx-MZc7W-0AF$3xyuhzANwP7h>5%0?7 zv-y>B1i|PGTAWXdv`N?JA0G`(4fMuuWErNTu3u|`7ZD5gsc}kcx-_~Oq1Jyg1wkM3 zEmiPdEm%_4Eu>)NPoOgz;Mm?dgEES+M`B~5VrzMLo^jJYOAQeI_JjDYW=wdWKNn*9 zu@0j4Ax-;3E(#|&%T(cXwWBH@x?FB(Z}mW4f3OEb00TUMp7qIbx}xjr(=~So{HDO$ zlOg_lkSNRHMCR#TVb95Ysk3*2??v-rT_VIMQb8@EZUbLlm`%dmj zICreUM{E|8BkUp+WT#c@My}6TG%96P;h~cP?^>GB3YZaMY4@}!hD^S1US|#Pfxn^t z2W4LwRmJ+gEuE55(%miH-5|Z`M(I$xJEdDdM4C-^cbC$z=~6nR^Bqq8&iQ|PT`bpj z)MsMP+;PP{`bqPD&jQdawN7PfQ-An1U-j)V%`VX_Ua_~Ob1yu7*4RT-+|Oi4wELF5 z91EYE8yQLc)ReGTDhhWo5UO;jtYM|(>SkjAB9fh2@z_eHISjAx_2h+z>lR;n2a75X zG5B#Wm4$>(ETFv!-I9S^y~8^E{?T5p7_`VCZ4})_y6FF2w}o@TLYqwRuNGqx%dsO@ zfAMTd0ytkc*pte=n;r@`$5RJRH%eU+$;DsiF-{hFh70!%{ZjBW`YfH&SQA96W_}T4 zUYrx$Z93awz*C#yXtT%azg%R?EJ$S&mUE(7p{(P{Xg2iruj;aTku`;^Civ5 zc+Zft-Pqe=1Nw^&vPKZInjKe>Uf>ELIQsn;;jK26EJNd zx*d4Gkk0K~t!q&;I*}fZP9f8)t}dv_MrrHMba1C^McO78^hx!TGeTpeG0t8~7E&aC z)JuZOofXXZ9+^U6GSI?g{s`}mKL-@~N4?U|C*$DAF8>wg_6~h}r5;F592kqO6TBB3_&kc-9f(lD(77yw@zp^Y6Gc_-n}lshF;dsuMDZ|PVPyDN66 zRmVf;RE)ugA2Ou7_*h`ppcjrHMFx$c9E19$nTwtI9iJh!Z{n4j`Z-4zpL)zkN2t$X zT=nm9JS3Wk*4z2~PODpmc3SIh}<->##pz z(8z=&pOe{9MAP~f8fy1sNWuBZ>s>OwY`hL5_SP;dQ@JuPx2Y-Eo10#%&O=8>GdJ12 zDig(C?+R6b@~KSu`^Nhv+q(~COBqy~Pc3v_F$IH^q*5a#b}60%%0_AzbFNfaQR1XJiZ>+P$bjaDFpjc&K#Y<#v%oF zp#qo*HFa!2I}eUs?;=*8?&cb%s)hOr+;~oAS=wNbDj6cT?R-wd)E!iS^I9hqFdRd| zF2qr5rBR7bAk=5=d?Si=7=^Vp=iSKd!_{hCDei207xK0v)c!(EVd);pv53o2^>oK= z=u>qw*Q~xzxD3qL-n<@p#x!!WhqtaW<0#r)u=27L%MQi{*<6!_`_~E^EfiNO&2$bA z`rG@j(_z0AQp*RE`cAE-3m7>Z>~cp*b^6PV8uf*A!}bv_mB+f_Sd<*~_&xU$GGkkq zDE(sVQbe2?q>S191(I57UHl@6RDs%Ck-W>a+FK#FK8;R}NyQtt?249w5|)WfmUm@Z z`u-Jzv4bj|>&y&_#ph|X_=w+30gp4oa41aN72bs3U`9=ZB2*uw0|jQ*go^`zZFb?V z!?NR~I!etomH9vs7v?g$pY&iQnp9<{ZOkL^Fvy%*#&FX9(QCeouE_9%Ed%D^uVnI|E=`(AWc9IN4@cgg5&?O>xTY262l#H^~D?Hi)xz z{>Gw#TyQmS$&Y#(trj$De5D+(^&Hx$0eGvx5TS=i)GMVplv!Q=^F#U&VF^Ak$0dQ< zu!%UNXg=@?L28f?Mx7aG?5%7@(l50)iXvF-Tcg3^Z0e=){3US&@{)lJe+B zu$K}iAb?Xldv{ZZ#ehbs-$0-v-gmEWhmIR@Y*-6olE*Zh9C&Lq~PwSWRY6=vxoevYbUNytus zfoanoTYIx%-hFb2|MK1uOckeqi0>4zX6(&kG`@76gF)a{+d=WN zgx8PkLnvGdb|xV%s#%|-77OK_Vk_L<<=zbA@`YvPEQ;yt%1~73A`^=uqmK3%2Y-A~ za326%!FA2bR=y%zf!Pg07ydp_RWRmrwOm++dh0)i-uSNVd{V&^-7?8~rM0PE(0KXv z!NBO-wAXW*fgx~Wd$JOtsPQG5rF+*XTc8C(6wiWp`A#$Sn~(4_f%%qw##Nupcwbon zcuP8N$cSpAv(ByAy43E=A` zwGBdnM_)5GVzn^7i(E`;v8@SQ0LB6sx;=i83vK47cx%|Cesvcxss|EaerTFpv>{|! z+!(?Al3DCmrC|~)4qZM4G+em}BzdMA{N+cLPTJ_(uA}fF|M@+x^V)jXHE$_oczK>} z>5DxdsqLBLaXn^wUQ4WASYgDietdmuT^9ZLb>C+QK@lJrM2vi5gtW0MaR>sSvQc2P zgWA9K;B*a41&1jKewQ%MVQp8$z@agQXxTOj$gH;ez#Y9+`pi9pa$yJHM;bo)A4MmsrX&-0b$2cyM63pxS#izbOT9sFc;&7Qp zv>^7A{tkV)s5@+yp9rzigB=XNZg*0ZqY3$#_~n6SK?DOO3)hvt5nGu75-jC@k49QBev*q-UUDiyzvtOl%YiH&p^v zRLwcEn#x=oG-E-JK~hrqsn7bVKVh8}gB&-8h%c9P$Hc%XwG$ovK77RA_>8J+@5L2! zI9&8H1Qw5FxbaIUfrr9*^u;G(ijg}!}D?M{Sk zS;0^OMvOs9fp_zfGKzeq2qAeSlvr!52_`7%o_^C*nPyHUrr#L|Rb{f2rzqg~jpJ@f z>7C8+U-3^IxKTRvtztMQFxejO!YTbbJAV%2;GAcT!?^5-fxPe7ZLpv}pW?30v8bgV zn?2e>IlW>nUPwr5rS%8lj0$hFh$*I>FTaVB+Junz5vBEOO99@*oiR?7g~k|+ zkI1d8s6j!=F4ty-Hp?QY!^zZ|tmTlNT+AOSOnHm+y0_BjO$t78*_u<3aDSAAx-8&cL%0K z3HmWQ`Ts@T#909uK3#ecUba&NF%5(mjzY-`4HI;pfk97i4OP7b%lu|qRcI=y&u3Wi z(8{S|G774QH;OEuDKIdoHXk~-8xcj9<$hDQ2Jf#0*Ct@^wTx{cReF1KW!n=6^E_B5 z0QUpJC-*1F#(0sPfCZi#?QA9h0q-0bkeY&?Mnl9xM4y%*+%dC^l-2a=g|9Ai7ZuWHNn7byWzt#X&%ElUW3V`}yoY2x~PsDko zUg{2?KB_LxxT|{rt{PD+>dxjHP zoNIqHLABX{YtvCP_hf+*VM|!kRH4eqGYfNiiU&w$>{GG?+)7-nWtW>>l(4IPA3W1} z9Lgo7Q=T#V-Q>ivuA(Ar4!gxwwN`hh-IcbMS1kJTM5fBnB$)njIcX<|I4J+Xm+o?8 zhm4A>geOu?jnd>h-5~1dI8n%sKukKv#op|BpVgEdOiDDsZGd4V-=%Ze6nL(Espt^7 zm`{nxgRlK$AR)u*=zcHZzs0qvfqJp4B*P+T5)OT9Q-}Ax}{3KyNSIj~}|E ztF0b2Sm-|6>tUn`eNlLNBdt%5UXx{d+RTCgzb3QT&>_Z}5eofb=brY{Yp#TuQf;eK z^(s?1KKGNHI+l*VxYxg6e`VlOql6;uaBo1fu|*}x%{zc`c3Lor3lz0}vbJ9*ECH$i z_D#c*b5t}Tk1~LsFaywMJOCOpjz|zMw76B&iyuH5REASoS+QxA6R@b|>EfOAOSCIk zFt9P;fzJ6$HupyWxKzuN#SGxe1z4R~a&0E}Ixd7N`XkQrdkQpAGbbs%eafAgn*Ao+vz(0nXxWVp6{aH5L%0>ca( zWTLi-HD~n$H5*=Ky2VEzX5HF26g*P^iE080l7f)#6lT5J&LV@BdH^4u&~;Z#=a51{ z1pA}%&>^CN#1|VJD)w`P^>fzt%qJ75qv}L;>a3I3f`UKT&R2^04crVw6Ho%+s)kmQ z?^z#Sv8f{78amdX87zxY{b+D9gr=I`nMvODNSG{Zv0>OuyZ0&VgD|%;E~_4+fqkoT zQ$<16Xy+W|wcCob)pSluQWVqneu0oRt1!9h4zoTzak&F|2r{m0!}#J$2o)2P#_QP; z5(oc}0=>`Ag-48NOpB}-+q^E5Et0^85NGX`dV4J&x19$27FK?KUESLEEHDTw6;jd> zSkx}}A?a-hRfP3{eN|s7gY)wAC&gh+VM#%v*0bQRz|8YY2*6p zJZghn=P}YfzelLI@GV~90}=PVKsvu!yYOXCW5-s52-B3N0P{hiKrGRxgeDYbR;2sd zD35x*D!dKz+m0w|xxOD3GPiCk9DJBA3{Dnn!Yho%78;6|_=Q%$#m^ zfginTe)ebEBYZFkI4UhKD1AfC6SLTQqVMfPvez&8{&JD-Q1D%Md zn%02E-{UQ?_HV;C0Z#kvk%mY_8QjJtDoG#PUjFftX*{W2hR61vuh`c>4+lL(Q>Gn|( zoEclUbX>5sPD#7faWi7EoiUaG4(7pHl1wQFRnSPv`q;GjPPy_C5}TC_9kqp-&l%1o zQXB|4O4hZAbK9<%%%N!s%Rrp)HsS2Xbt=`6zI~W=9ZNOvLK_A*DOfD`AI@^gjIu-S zC#e;@@L2SdH23QV51K~Ij~{!Q2id91cbIkQKQ|nuyb^3%pvv^yUL3oOl`RdjMu`{K@gvBfp4}`Yd^2XfaKVflcwZ0rk>zbiD_qrSRY3|UgFC2gIK87+( z0Wz6PxHX;rejo5H+EG(wgi*&!$i$R7f#WPnxl1}?PiLzu*Q{r`@7}upu3v7BZoU3HLQjhB4XAd9kDd zK5~@~09GvaSsiy^#3*Xx!VPk1+u^W~%2et`HIz+B-~4i#kJL>^r=ffhKu~4kMj$DszRs zFemjqg|OMly8=R&Ws!ohc&#x)xx?3*lQ|jOW&ytQcDako^=1{(pLq>dybk3oB2cI7 zqa1g;Z^$C!3dYlDV@13Rr%Mf#95zjkCpv!06H{kilJb_2oW#n#eH$mda}6^qTN~Cc zA-f)Majb)q2fU>97OLIyVt8-fnqI9jr}g|GsQGr6^XFF0kIg*r*>6^Z>c;4|s{*w) zhDbP7myB_zc26pJ@FK8&lmv^JgZ{pk93d#CZG<9Y{=UR6-MM1!f2)b{jy zMEk3^s3+g~Zo?v+&!!2A4Qfg{nTw=qLY;rwExX+9$QT>@Ga1#1tx>oR*e##i>zg5_ za+hWNI`p$-))2Q%f74b_ejwtm_?X@FHrwOCUWmJqD?n*memn0ixq@I<0dtG_RlCGw zkuURp9i3`x(T2LL{rf4!y7WuWj7Pv(>Sh=kOT=glv*I_QpR;hWzbu6p)OfAfwEtDV z=a$RG=(B;Ik^Qk5U%S;l%Z*3(>McI(^s)Mr`rIR0;Z^*h$0;#|=|yvyn*MU?_HfE< zxtu~0ov1D1ZO|&rQbQ2@<r$^u1X|)4#j;Gsqa=g?q7o8PK6z{CBI6*&3CXB$Eq@tT z*fkYXE7yp7Q$fh^jIOt5-~{GdFOcy$ZX|f$>VZcer_~0kVlgmlv}k0_Bgl$Xg+VDL zA4GYB!{B7yi!#dfH1Th|z^Hz?Y5J?YirPlyy*)KXk_uCcUlY7{Bcn6D#a4WaiauJI z>~aQwKi|ex)h{)zT!NJ4Wb*m-9r6<2{Ry_0&U9b$_71pBvHaQ`+XFEX)DPTb!8*e{ z)8PKFm?pu&huvNnq?Nj9IPGJ$YC1@`HG=8E7t~mGD~%>1Oeoj$1?q(dt5iU{D<6vf zB-!!?hr!%ow%3p5xc#oY^ZqY_Fb>-2p%f@7;Mu@I#OU+A3bmB@TNmp= z%Bw3)Co?Er^RFs2VyMI-PP!MzNW|K%4=zeG5_hqYG78l1<PmfO zmm57&-#DllU7?7>50GV+6or`yqWW=KRx4_uAF8};9w{ewBP3p|OByF;n(H>;Bf7Jg z{8$W@#3tEb=RRLgR5inyxZU&A{%(roglbGmM3k4_aW~{PSvKVYFw-Uhn!B@l{Bn9O zvE&bz157%V?w@3!VYX3TA*TM!ZdD0PUJI7m++^+FYhQJZ+SYx19An?cu!ti)fjUuFC!ZEt{6+=O7y@`!%r|KbPrTJt7 zdSq>RxZqs0c9JO!ytSqK{bLQW*l5Ptdv{0j!fzjkz*7aYP32)vzTv0xP&IRe7S!7O z7zG^6_FZbEf~=!|=PldGLyfb_T;Q3l-^fTHk8gPVQ&I>VG^I}6!{prXha3k?W}@%2 zv78%QJw|5vcHh|O@zLZcu&`c{ZLTtqOKC!6j~|FOoim&L6G<`9V}`W!LHhac`y9=C z50}I`&pxlq_=J4-&k^O&LK)C0xG!p9X~Dw9Em&z^h(dW~*ydShh+qbYc&eQ?rR$XY zu{~#tTo21trnH6;eFt9dcg?Gp6svC)gA2cKQ6X;YbswMBN(SQqRG%a+1Bt z$0K8J_YZ_$k929F^Dd%(t3@lGtJ8<@O&D&fZ7w2=UP*eW zB-5vttL*Dve?PW(%B4?I*P=`_U0jmJV$$Xw7^s(MR)JLCk~(ysevkR6(bTcV>~6-D z7$;{jVk}KQ(i6V$Gi}qGMzc)cPzW}4=9%Yb5md~z%d;VziHA%}uq=g~yl8TJB4_Sr z>DODy%T=snz&V!?Y}aNo(rOXx(uAjPyLCkGhImzqc0*htuqfgSg9*BC0)&=|Pk4U) z(uA+KIK31(+K@WDgqx$9wp+;yUw{;7{(8zTgD1Xq!=s7&-HbW!BtD0vLYOz4LgA86JM`8`LSvtsEmQMEZhlZwy+jqw3oummKJ>@Z2`#;_eS z{042ytxa0LwENC1w!Y{@nWsCi2Ey&8cfoj5uq278%^oW!m`Xu!ALpOmCMM-dhB$xV zcU!M+CZTW;!6#3q41(?2aO4T(UGdY$Y0e0o32Mc}8^2t44dF6ta1L-zHhuumGV8Zv zXKz;vzV_(`__#2HfcASr_D#ESc7gB6oyWosU_q8$crS2(7$ zmG6W$tZu`5DwI@kJV_R0m>*}=@uyu19_lz*Cprl_sQ&Q@1J#{O(mID^vH#(+Aya)e zoOo{?7#Qb8=ax^&AZ(KAiQkb!GOPyYZ*~XNteQvsGRYU;3UFVCdo<@hHmRg+;<3{F z3R7>yvv_0R!(CeuQ&?7tgr4lKU{LCbvyH2+)qyiWF1XaFV2OIP*P|8{wj)c}wK-2S zk5Ei2u6OA^_!7OL@zZ=tm<={>`LaJg{`N+0xk^5=g$rh8p>1B9dq7(E=kwmYY5bRv zOOD^f;s_fR`U|D#>)M2jI=N|BVktVQrW%>(V1)W1*Np(FVI_y#gTBQ;|FF|awu`t7 z5_d?yZ97C?ZQl^$^KLwQ?nu4wF%hlc& z(##|#SylyLCAW*iuXpS7^*oRtdtU`v9wUj~2Cg4?M17Zf008CWxT@Oo{wwxs9UYuS zx_wa`>Nn!k>T>)IwNotao_w}CpF?f0h($igwJ0Yur|+$Rbemj57y<(4U%nekbmA}l zX}g+nOqq4KBaAiZ0(-A!j34Qtq@U*Wl8E>1$+LX{!^+nV=EiJ~=`Yq#x zknKwrnUl&s35f3KHlAQ~w*ks59LT(yg1oX-x=w!a6Urgwd;HC6A6{oSL$`}68ga4h z{ve*4@Fr1bZ)3)MlEKq{B744UszzU>?6ZnqpyShJeT!}i6L44w#-A(CisT}>#@vU( zBL;C1EvpOh71nS#@&r-8pUak*Z8&Sh!=U|O5M}c*Sxr8#dl<@%H4(!tzy^t@g}{0k zVxP4LitTwg_;spYP^9vqcS00np_%S$MPr9?a<_}PJ_Zeyqeb88jxPBN(v-$ayU+XR zfg`I==TGNtv&wz27Bo1lM09YPV3=MQ{RE;ZC>+60{)eXyDM^dTOtF+U8ltWxU{`Sb z1tfVGc31Sb-Cbh7iAz+SSq-wdidwmP9ixDsxx7Or!6DaDK1S*3VO*`&Ty*`ACsmvQ z?ESbDLks-)ZvfA_Mu2KP47C~mh|}|3ziAeq2j^W|(Edvjw8CO8jPCM%IviaY22@YIW~>IGqoJnY-TG31wU8Q3`kIsh+mQLf=Q1s(pof|P(5y?iP3$x zlNB&moGD$Q(P!NEv#Q*x3bZfzz$o}Vd>8e^TK+(NvJdT!e?gV6P3putqHRCT$+XUV zbKs$Hm?0HCqP4w`enkf&WK)=SGxO8tTr{X-W`SpGY`5uldvr85kFkBPkeN1`{5nL=^EbYw&1BUnR@P%hTJqW7cp3_Lre{ZI^ zpwwuty2@7jVLr#yn#`N6W(KGLikZ3TUTAZV>ZjyvxMLs$UnnJ1cP<8g(9}pFX>5M@ zc0@gD33n>+VH}J27;27#D!jphA&%t8GR3A&@tCLLv8_pqK2^5~`^h7#@+{75WWpB^p|Akpc?4pQdz( zk0=9Ll{=e=CicJWTt9;_k)r!MpDua~7?WER(jwlSNIY2F=MnG&Wc|&k5u`HaV(iTx z1sV+0++5Lv>?IvM5ki|YV)g? zL$bpR%++Vo=vjw!LPiDDUjGU;FD}Yy@{72;elH_Ae`mn~h-)L`I@BwNrzwTqnd6yn zZMZML_z5Xb_|7Q8iBb}X`1LxTAI`|>QPUKKptIX(YvUNBmB!b+%GDpmkZ}aH5%Zvz z(uG}T43IWUj7?rNpt1BruC>Nqmo8MQZGOjSd@Ri1+x4sP2AirOGhUU*w$R&WWlb!% zf1c50K#GVs+jhhL2tq9o^A#V14tZgpNAqdFm^bTvz-JhY}>qCH8^D+ z7$-U|BTCdIU-N*e(~yv%hvyhWHVp%le-$E4nWtsEf591VGFyXS%Oun0wL%B-$Et~h zLx9^~7_c2U9;;)(Rn_?7FlqF(YlDJ<1e=;}Wml8IWKx1vL)!KLz5s^y;k8q;Ejm@T zJ*zkhRdCh2CPV6^)^;Z*cGIHNFaypOAEfH8>A;qe;yD+wdr-dD*C1ljAJv9M&c)4J z?vb_-_$PGIsJ9fqTF?C?`UvRf=)$8+tiQBu*=HW@<-3h8ysF=wS$D!ZL4bxDM$N)> zlkxi{a0jpoaY)eZzHGyi+8i1Y=9 zI2J=&Jl&&WY{D8w3FON6dW2p=tyChDyLEmJou`O)}F~)o@wkF=UG$))zf@PO@%de0|Lx3C8y?4u}P}yj{ zv*I{g(Bk8WjiSLBEC%LNxYaH8>PmLJ+|m8&qun~zwhl(mK2j$!WN^Q&e#M-0*)Anw zwmDN(%E{reXsMMNghK;z;dvujjE0`r;uR;x~7Ce zM)hlDIKW0ShY46>VXKBxZRdxZE$02Wl~x^HJDHNY%W(AK^hMg@4CK{^$3Vkt^prfF z8C%8nS4b^|yl0UP>1EXiNggTDZcGHo7{Ge9MdF!uHtx zYvBMvl}mQA zDLP*OmXTaDY%PxG*V$E zY#PP5MA~m#5QmQBc*>4AA+O6{X1{+QXi<^h5A?M?^D_xbFONhhB#azP_#d;9>N~+~p#&8U=0C>QzV{QGZ>F49S7KJG2 zaMV1&lrdx$E5y*|b)|J!HWLVE2Z-@u&HyR*2w+l3vYA!l`1tFs4dFm6X)3T`@EI&U z{n7sL($&Wo5Qb}dwV4Cj5WoV2VFkFNjENNgd(bnm&eKxEAXYLK45M|cKst8Qo+dRr^yp})oIf6~&` z!J;vGY^}t}RUbt&&81588p@vyOFFPLdpq%NM@v$}NfFZ!KsT2npUhz86hI8{9FrAB zBF_d6{pOEysi&7R@81`3?ZB)O^4K#Ow7AxA!_0vxWnvJQa?ACbC;%g8yjs5e2%uvI zi$p|3++G9BPv3M{^7gYf8`|vhVBr;>R>r;fzn<;5WZ;Shn!sP)elHxGd*d-ZG=-&8 zkOcTHcg;*pzVgotD2b6C`3p?{`tdDUZ*t@e;G0Vt!>7|r0Y?!P;P7h@&;#5tb=zy* zAt+dwm?myal!TRP^E8k{fLtEB`Tes_0e6F2F%SoC7A0?Y>K)zsX<{^~h+($xExp|W zKG&WCJ*YB=e*FJlD}N(IRBg)79ggYVSDUZ|zb_nbOwaKRY=8ZZZDBa7d1zQ&F&bbY z^M9=sp=aOJx9AE`yC2_jFJ*{}i=RINZZAa1P)?_S3pQhuN@fQ;CKw~*COUn58{3bG z@4nQ<9*TY_RL*LCJ;x5}b48uyG$n`MY~EiS>_HdF4B)Ir{!g592PD4+dG@xe(uSV) zm9OY9SYVEReG|z>XWpa+zAt(q&-3p#hD*M8hXA5tX*b$y+6pwbSj5E4fW2|%6s=xt zZMJ()0dW4+5#oT6D%tLTPl!}|URWRQnd^;D9amZ|`8|o=?0j}OM^!~!>90;*zq2d~uugIqCkGD3FsISk%y)R}`)oS0X3jLlg zt!Uq=?K?Sf^!S<4-_~`3{zB z<=+yIx#tLW?I~&-3oF~n38c_$CsX==qWdvo-qYT4%Oxn|f6m6|Ln0%^1`O^4cwZ#` zOxb^3Nhl*=^9h$~{ol%*KLgKA8lcY+Zoekt|IZz9odKlDiim2Ve|Go$VQ>IQ`Ddqn zKfnKz^Pl(FIR|X^R!TbjPYM0O zQ@)S?+2aWpke7|HExi7{0##frpk~_IjGFlRpIX4b0@!?=K?nKoE#&>I-Xk^gM$7uo z9=(--0%1;af#g3YzGVhn=Nlle{QA!x*KB~z?KH!e|32pDOO1GWRpkJwf-Lsky4dJ+ z{6_iDYH|Kgn1C-G%H(t)DSd;E&5-oA_DR(|_CKrm!@hy)aEX5nJZx*`^<_ie4W#Jy%BY`U(w;YblV$|mUb87oGk<9Z;Gus2BWgvF>m6EC!v{kf*}PZl*c&UwYCr3f5I-s1$T?eYXGRoooX zb$%yckEej)6YkeUUX6c@OZW71)z1W6+QYz^CpR|Ad_lvFc{VfyRa6afbjQ=9UJ8?r zEe<|w>q+agt5Ty(mrDr`kJS(?*~5Gr`*IPVeM7y4DIPJt@|m%JXC83JX}XsAyGmvngM5Sxd&7 z$b=Dkr2DTTq4t7A_2=O~5`GOpG1=g(KFfVJNdk6ltca)%#Tb>VoqKbHiXVqxQ$&BKIe4(?zNhG%Ak<4zUEB(tzSZC14%p+P0?x zvC|pKNem^+$N<+h6bJ%guqPY6_n&%JTY-ywQ|ZDj1^uW1j6DFV&!sPlqCCOy!Zhjg z(ctWodbvaz=ig%uvcQZ3-x_|O+mB6$^^iQX0p$Wlg5e)4fJ&uS3VH*&*xq1-^s~SJ zi?-!jD|HW`PBR~jBY!R#o`pl+H1_96*FmuN!7pgI{kH@EFnFKw2XI&n4+5ulcFV>m zj8%zsLKv`4$1+;KTkI4&Z0!{Ao6CM_-kQDf?xrIwlnr*FA|?!!m4c1FC%n+%z8wwfyV zG_~hA6d4_z1gNgW``$&rWyi0eL+O`rK3Nkh+-^$zPq4a=5RFk$->0Ji7Kfhgi#iPq zInK>h9t=jp-U2F?YIsLHy0@a`9gpzOW_c`9QdYnztFAu(X!_}^Y(+<9`2F=}EJMFp z6)t^Gm>;+_4Iedge_Y`BdyU$<9YU|-;bJ*6$!=Ecz<&ZenE=vOV`r!F`lETvcu1AG zIV~dOL)+C#3j*J8gM@sAEsG@HD$!^2}o&6$h@WAGFo6%i#Ic@zVHTd+qD z#a2JGhU>g%r6lg^7C6ER4r4rBFDLn5XSwwfIuFO0gT}xy>wjd}=eAYmY)3#?VMc%1N;~Fz^hX-^qdr-#hh+DFNb8GSjfURBZeR&}cu*lAls1lJLu0W$a$TBGi$bLmrFs@AwSmpJj=j?de z>f`lGg=tJggb9;Q@Gov;EO|aW$K(?m=t^NS3u*jLp}imLD=k_#T==dmbI)^fxKbmD zsiCkOsQ_bea9O;shE$&6@}k;T@21f=pVymz^;~AP(6ezU#{Gpfc*}LN&UT$_`_JP7C-_MA zqJfr51r}zwa~LY#B(RfH!s;e+#+e(?$ko4R5c2vMzc*7dJgjLmvyn;5ImPtP=#=bd zi7_n;C4w0AP3#NkW|Ov)H(epac=UXHI=K^lvSk@ud7vspBy<#Y=x>opjD++9DtXA! zBdM%_DoDNh!yF0Ux}g4G=a=4{wzwcl-A*0<-8G zr4IF4%|l+%tAR{sJb3I@7=&8fR3A3Kc)W}g`LkfD{`BJM=MeX_ASRF`E0Eq?n3hG2 zh9eL7^4Nk@nk38O32Js^w})}^J!crOFjc2@ZLhL@uu7RQmRnpBfH+=Uz(jKd9WtvTa>oqr)E}nWfZmrNw?lMYs5Ubh^4gD=9;}9u#eXCd<=z=Iu@iwVh zj&kWsekV|?;SKN?>Q@`r(UmS$Dh6^<(bLboWDwO603`0yWt5lnJqEa>og@F^^iW=Zy4XNHgQrazE=oI9jang`gTGPnJu4rdRFhVp?uh7gCv^9p zwn$OvM`<#3Xc&9dXJAA}#lOSGiU6W4w6AOq>g}s&hB6wZf}6`vN_vGO*(N1&(&Mr_ zT|70ci%H#IhE#=vL4klyJX@}W0mBG1h>;0E&#n-SMTzn9$ItOyP-KzbHG* z#;P6g7yD^n+5hh0I>_Vb1J-%I8Os27_!%`+qX4r3n?#Eo0lA4Y3~beF-SGMFmz3g) z1P;Fg;ZS5D+-0>;KYUhphRLpU<7|FFI z(UvVVeqUq(xA!s9VqqQ7zsmy^L=D)-?Iopf&_*{gISJ5V0UAjv1}9Z2lxE_b zUiolXT*M!Tv;zb3-8Y;%jwIZ2&;+!iPVr8z;OCSe1WSf$9CB^H2v?!mtFmBInSnZWIhZ*HN8Kz-1!;DDO?w8L7*yz%=O z07w&XnKN4S=MU;3_R0O92!}#YRytJKvL22*o}MQqaecP`fEca%O?uDccp3Nngp3Jq zftp1z)loPz_3!lfM>s#m1}qEkumGnFc=ND&`x`_a3z!KE_(A%4WZadc7B(7XnZV33 zQ14!*?zQ#aG`;hx&(;288Y$31rUHQN{@79@O91r_#SAk8KaI|KAI<)05+gCox=FF; zho|@`%XxlQH9AlrGz@s#4qb~$PgFb*hKl^OS~5#HjsXXGkz{t&WXM=i`Zd#%*#EE$ z4?v=i677Q!1Ntg%D=I5^+eyp-zgcW7?KQ)b`T-qhEZ`QGV{H=Ci;5wT*T@{zddyjN>vu0p2 z)?72XQRUz)083HH_++`VD8&k0rlAsWNCE{6InX1tV`2S1SOnGE zrhhzMQ35b*a$tB{@@Mc45GtmDCSkiHJ^?kS9_;1vT?CK9Mjo3TDao@d7aC~m#L>D8(qYm3`)JRAzHJWvS1iRanOv2eH^fC4H(t?pI) z+(wU&ccjGtg5H_IZrr(S4QH&ti9x3#bdlEzfCKVrOJ#22mC+Mb8kV1Dke zc66W;-&PA>&gwY~17bF?%algtf=PPhtYz43M%+goG~(D)A%x8>wP7530}7YE^&Z-d z8RTAE1;v@O;g<}(btKF6v|4&%p+f2^D>v4KxKv_dms2bJ0v$dMjmcjSjj65gh39qe z&Ze&Uw4PnD5-xl#?b4~B_cdL zE&|&x5g2Z!kdTmY&5b%I$W;uwzlBvVEsv4q=TUSDZm4E!ll%_lhMy%HAzKp*xGph>xcS^=l%s|#g57jC(|89Iu1YIV5&`3^L>F2|@&_p60lHFAzJxZX^g+itq1Dorb^A4QF~ zl&{Gcxuq2#1=OP^J5+I@q5!9|wKbGDEU&{d#{Ng|70@dA@6*M`e|#ZKO|6sh#wvG{ z{&^su9`iGk<#T%;e+X%SxL{Uc1CU!aM7vl`YN4t}jfI9rx=wxUsPV8L5Yb=gy+p); zOarh6L}~vDmd^*txxdG6WsG{$1>ifr%OT|}T?&aI0sWd*%Jx6zm{fS1?sezc}+ z+wanz9WnY4Gh)D_x9I8PNNiQK!7-^IH;t)NX~-Vd>vKhFi+!hx>T7u6@?brcm+06kWWF`8}i%61Y1Xe-ahwd(T`)=l&M z*|K4aJsP_#M<&C3c^sW4=X?NDFS@`mr3b=QMZ@V@EC@-voXmZ&n|)fwv8g548R(5t zXUi(4Y~J_w^%Y;oh9!4iYY5*RaJp$;u!GA#!JTC0V;5p=*(xR^X$CB>6oiyc$TlLw zcN8{QY+uk^P?~Q|+?_|O_eJJqqyKr}EFstEcpJn|H-_!r3(saepf2E7{cZ?N$ zyf(hsj9slmytzB>umGkBSg&F?djru`gQ?Gv`2~s3x$5%lQqzZILQOB9R=^n;I1!Hd zg~1Ixr;#aRkLQJfI}(S5y<6wvSMNZYGoNVC=qrr|F6Bbj>>Y2 zzJ-wz5Cmxiq>&N?6hxGekPxJi?vj%35|J)RrKB5?4grHk>5y*eQaZo&o^w2M{`eoG4Of21(oTVy6V|3j%=-Kd+K zykL^Qg8jyZfJRr1HXb@Kon*|jlW88 zBN(3Ljo-pu~PN?*SP}Eo@%{!{P^P%@drCXG9LfZRdZYS0{TS3D5JFn z|Cg+)yKC4_Q&V#XGmk%p8~kg^+jv7Q!MdF5s9hpe)5@4HVHuz368Bf<^8gmxk&uS;?Td{Y9oe zhaY70knsyYEBKfEk0?YvmeP%n9L2)vxK%zZ7!|!Ft^KXEv< zd_))n!s6vG_y)iAF7m|DkfD}NZ`mW8Nc6zRPE*q<$RD#MhJPnv5bMslA#18|O->@C zo?}hmBI*%B2mV-#^RW@+0{0QbiPt5(zfrT_Klj6gvQW{pl#CGeGOozSS{<&<_x`oZ z^|nSNow}6hFt>aPu78{?FEIJa{df8UKldRML=_hmeW6X-$*ZNu3McQx_~`00dHdhF z2uH<12tup;X+RU*a+efx5#|0+=!1nj_ z`0M8xf*+e4@~`_Zi=_#A7CKcecE{L10}1zVoB%|fmk!l#*nj@n7W6D3nhw?9|MejL z>l~ZbFes-U9^d)TpAo-R8Igt!%vmER2Wj+5`Z8A8N3$O9o60}vds zDV~RIH5}YJB{e5sw?iF%U4v2k;3UIGi{EO8Ix{mfx4$*}bG5Wz2yv!SXhSo~&!E9qb#SWij`9B+ysqIw4% z<9b7fqt{F1D?jcde{!*wpa2|ANSk33GJ-ZRV&WLDb#mfsEYzrM2V{(ajqQ;jwWzrG za*4BZJaBYnW_{uaQ3CACQ9u@T0Ef-O@3bBbUT>!660m{M)6+MO2xu~HB9$PVOCfrM z=?Rr22Ug8k0Xh=YaRlDwwD*qBM)?V<67qJ!1-a}cv#@ieTb0r-$mf2gS0FKB3eDom zs2?DY5m>f=+YSH5LPMvZwU-E}CT3%}QE85c7H zriGkZ*2x~bYUZGJ26vTl(323UiS{^v(XiO5T;v`ochn&l7~hKyOG!Q*__RJ=JHGEw z0JZ8*fMF}N7%nN=fJ9`3-1>uFc8X`s$>GYo^*1?o+xIl-PJKR3qW-iTud#F@HT$Yl zb%(3Kz+5HR{Ravvbp#(O7SV_sK@#76V=WFeEW&4ks}o}2i{rBHf0Pj=TQcc+^zC$i z7T0ML(poj}QWy)b@XVQ?*@T#U7;b0HGv2&EM{m9(uF`U}qMB;$hDJraXX1R&Tk;F# z@8E$QO)L2?i{$%*wxkkrqA|*c9(BJu`PH0Cwy`f@7?NK&`DT9Q0q=H=%6B9(@nrB&-8h<`zQIc^&UrWL(&e|*JyxN$>}nf zf!iXR!i&e_zW)sJ6fZ+fcW-Zu7f;D#(`MF>u9dULZQE@et~NAqPHP!sBjdGxL8V7Z zcK;~}j=`_NON)sH6VnHH&hL;S&Z(dV&b{|k*h>BENjqj56f@o0)~LNFtxzSom%}c}81%e8l>Ckv&d4P< zTVF*c)2cGwP-=a16U<60TO$R%PCbeQ1)3jRqO_eo2C}cW&*M=7$d76gJgZs8!7Rc` z!!?|$PkxM~S}Ye5u`gQu4jvXGWw`{x6H@7GHBOPrY8;rUApOgGgX}|!oLa2gdY6Wi zMsK=FY@11WXnL$Pu{8p(t-bf{r#7E1gSLv*Iy_M&v`EL;cB-CZaFOWHAEj5 zg-z#WiXK7ctW@)y+X3Z@*0B=@y?rS)Z!Tal)p274;KV-f`6PXBmK$F1MAQ$NLW5n4 zY3AND*mL;N$+Sa^O-@T$n(T2UvimC%Qb$KCGE$=i104*K@5xIRSr}z_4_J=uj`vTE zd?M$?iLrE|o20~4qC}0nI%(tu`{xA^t`+p`hDj0L0b%74Q=2N6^y20pJP_G&HB#=O zvQ80DMbE!%hpaeFAlp>=bfA}*?MZ~P|JQ9#hs#)(gAqLL;~^QIF(CK}4o^Xz-JH1_Xu#RYvwTTC{ z9jBP-N(WzB#!u{(Y-o-hGE#z{d#aab_on|DrgBOBG$?Lo4^U^1C((9JwYw5a;v4il zXMUt$QoBj!-gdXh`r%BM5+;4w;kzcBYAG$7CZhGqdvs=HF)mU?5_ezfQ_KWEuiL48 zXP)vROjCGAAuV{DLa^}EK`TZhSHDNwV@G+f=nghoydrgkJYtI6(pBS7A{<*o1Cvbc z9u=H&`O$(h-9^%^Ov_Qn&gbuK=ac={C6Jf|9U-;Ta_xXvL%q~k#-IQN<>F;*1+xlU zUVe`wZKLeO-kZ}hVKba_((8%?k~vH`SwEFmQtupoxpq_cU2DzR>CtndkqXD7wMxq3 zl|je{9ckNAHgE;mu){`Myc{;L@{|X$wG3+<*YFKLEs~ceap1LLB6D@HIx7gitT!!} z8-5gRr4Wpak8(&88yuyXw41$Xt+)=^VV7g6{Pyl;%+hKpKqtE<-T+OT(>LPSC}tjvlBbf^R0 z_GlU3s2cH{0K*>kYnh#voHBb5-jss*aSs4Hjq?rKRht(pmuYmq!oJD)ed9u$VvT%y z-`F>)`F7>!LWRklT-{YR1WxzV?umzxUdia!Ty^PFko;guv z3r;qAJjGTI8s;yW~WvK}=3Xl8W@LK<9^lMJL)TU-qe!1X6${imX z!AJK$N;4`G6&AGn^Xt^tq0{Z84urvm*!!VMPNO_uK0Paxl3ztft7mKeRq6m*jG`=G zQ(g9M_y~{n1Z`H^k8c{!l@i^ON$^T(VmMqGy*Yr`bzo=aHtEDrIJ~_(0C0yrDwl@l zBI?PPtOrgd*ccER+(K?=&yLefF{*pCEeADT95pnPIyR|M-F3~UL6_E2{<^tjUtyn* zK6tJ2KGWkVhHaZECvC0D?JXLMrJCvVLLc0e+}#>5fE+BUPM;?u%C=n8ZWDG zVEeP}IzLtSBBQI6seMDwXzwqz*6&ZuUzqP=Afl#`EV3Hxn6m&F}!sO#xHk1$rX)FuRp`b1!Y+<-!^R9G6y@# zhSd>7ba#=I)yUGgCjdI{Vw8cR>e6E_4C2w1Nv6tN=w^aW91>@s4eGOSK4{k{pZECn zb4Avkh0PYKhT4mmAbq-1uJs-L0)`OMUzbH4;g3-GYzmL|d=^dOY+c9%kZ;m|ZPYBkd6?o=RQ&K7*?LVFF%edV^6JYG)5MY*CIU1F;9wxBk^Z{) zKn%F-0Ad1sym|>|(}W=0!!XB~pKB#ETEj76chWvc%hbB=uq52s(%Rdk@G1Z!sA}&u zc%cP0JJ@HR*FOw#W^)eEQXCTHE039xA&YO16C7(Y8FL)99IUX^m=v3Cp(`2}CS0AneD)2+FB9*jnh#kCHy9c)W zyDgb#?y$mYA-TGf*Ngl!*oaI2NYL8Drr?R^8eSpm+>`36#zW7xUF6EaQ+6XeSmn@Y zi3tqNf<)wbFwmqANP`K@d(E$}i!O$Tx=T0v zFy?-+DZEAx4Etwz@LF&BbYozLjs=J8mqru^RG2neFCg|d8)S@-5N-q9-xHvh5s$^^ z%6(0$sOj;Hw8||qWV}1i;4>&D61cyIdsUjc4B22ZRRIMu5XK9r;>Nuh9KR26&xZo{ z=Pt@L<@u+Bh_o?6=2ApD&)qo^aw?7YM~rVuH}QUd8F97rf^fv2T{I?tKiI!d>eG!U zr2E2{g%soW1OMwKNtCc;KNe+6xik$fVL?OMrxPjtl5 zsc)g;k*2=JLWiLD-+%X+yYBr_;*@U=`}f!(j*fQ~ZlL=S8j8=qQw~n`lR!w9{*1yF z{rAuyj)H*$H(;9e+~?mzB2IOHNhoouI0XmwF{IxFGV1zlF&RXdf8V7UUTdYpO2xQY znI0nQyo5=}qI8oanJ63epDPoRCHN@Dl5OHWdw%jzlU$Kt@!|BE)^{`bT$|;D_4{~# zT@UQFsezv&Or7mMyE#7kmKUbbVmDglq(eo=(s`S|!nl01=g~p{U?oQ25LXF*X4-|H zSXUTz5FfP&p1wb$EWUpJcw9o%gv8it4D0n9@+PmJ6mPbWZc*z^i}?$_D!1JFIGRy+S@lFoiJ<2m4JG11OyMq(;{aRsb3magE@>x<2gA-AX7AiDxwl-#x!z~ z>O;y61D#Ui@+5a#4-IgMub>F`J@>d?_zN*rBuz~DP9yf~eD;pT5POx8xqccE>_C?w=#`(1Ztu^ZX|_c9{qDX4^NsHy?9 zDPgR>Q=m4qP`j>K;P~0Ad@5cm&2B4^VlUs;diQg08I=7!(EAinA=`M-rlW@DQ)-%{ znpvHMSsr933s#G&MaO-&BatHBE{>Gv*9vb8yTY9(th#fFy&J z8_GT(O-=DBx5RjVfC*#iUy#l#x5yXGF{;{T(2OD7VPj$(9ea^#cnusVOMxUDfrL7? z+aVtcB^Wt3kAFdT^e=I|lN2W5_kIQ(vDg6QV`nlPVUz`uTF15Wp~I}*4vq%YnK@A> z>_DQV7KrpnhEE~z9FBS{Kz6|HV>2J)VFBN&0B9~j(5rs5!n6l>7Z&%2BU=~#tRd8U z1mA1tl6@CgdZzq*o#KM7h2d`QTBcPRwJg9es(pHnhEkc%Q6Q60Y6*Eu($teO)AvNI zDqqK2shq}ac=Q|79lzl4jzlx3d(j5%=DvH~BA68Lv(G;yM;Ra#%?w3^{RSRb79!GLRov>Iqdl zE3txJo+j__{QAmWV9*jaSga>9Df4-cyUW6&g~BeRZu9dc$3B@Ll-!tN%9wL6W_6Sh z6C0`CLk&RZ7A6SU`fIs74zqpS{|TU^qmE5oC~5CFf@aYW)-| z=rxl!TIAK=Vic$K^ozgXQ^@xM^HQvCKkYAjZ_qO0b^43yx}p6s3OV_%5b6V(n}(^IDnX`B%z{sKvUzM%+t;WFc`Ww;CUT zqMjcK87o@3WS2E7^@=Gw~)WoiZis6&igiaBzSbv2D2tZ$C2x#a{?J@L}$5**-aD< z?a{f8kPg(|trlyO!n;91NP05vG%2>bG+LP=^JY8M1B#w@0Ra(T2BoMz5sMNw8!1Q2 z2T;{tGm9Fzi1uWtK#dNMnU(I_tz_aG>Q!%Tl$S|U08TZm75D&P<1Pe?7in_}C|ws* z*^$P0LLBjDuck$eFFi$CApt%ihoIo+y66g(ri)&zQA#Rt zV1IpaI6{TLG6THW2LP}ob6d)MANgf>eSCD>o3&HuLLXMYiu!jz_NsV5#qQIQyp4z; z2a(XESikhbkWwtA+b@05)UDh_prA?AJH`Vhk=;gF0WH=j7`t4pd(m*vv>qmYFF<)P7lYqcJKSR#pIuORLjiZ zUA?O=UdZ?jJZ2rZJ(z=&XkL3OL%adOcN#(Ye@MEQ*V>6G&{}iTd~kvNQq1!&^COu` zm9Dx|p}Z4wyZb{8r$mN1>J$O5r5~x~Ulu%mM&iA$RRw*Fc7-yI=bQ8UYp`_VNVkY7 zn!GiieL`d3*F*-(G1+w&8qYgHYjU~=Xe5an6CS%P4M|QIhQt?)>=lt;eo*>3!?%!m zFt7PVSg65LK$bJ}N?Xl49_GxqkIfps7O3Kr-B=gPZtIdbTjJ{q*?y>j;f#DxVKrXC zi}Z2Gc(xYx1qtrm0xmJJ?DQCu8EBF%W~eD33PNCwb#3$S@rDmnp704^vi21 z5|~sz5By%8HGhCdx(je9x?11e7Nl4-*)AKXS|Bl4j@k)6Rbl9N5O8&rfnfVlZZX6U z+lKcUnsIz6u6Ki(a6Y)mn#p&ORA0g+=lR-nv2tr+8lX`!{M7`Wm26#m9V`%5lUj8*ORxVxwVo$ht^ZQ?FgQ zeVzQz*JVK?EWVk;nn=A@PQ0~#KzFjB}s=|)h zDw;UDl|}my(!Stm5<*+QR~kykQ6I|3tuIAYbr&p!-^)y}6U-l}7tALgSrBUU3wyV! z%p7>hQgHFDuL5O*%1cFjk`bL58U~xxwYxks59pcH#Ds9|?yVHm;ihf3AY6_2u26bv zaMep|f^>_%I6CZES8SxRd{=uaye~(Og$}XV`IP&5Y6kgkPHGorzd(r(nxp zO&?0vhw@c9B=$?jwl_60--dgtL~n4MYVmGCxM|D#%QM01dpRkseEQ_ccA5MPS(EZI z?-ShZm~QzWQkZC%F9F89-#?RSbz0s94M>+d6`2<~Y8Gj)=gsU5I0Z(Y9W|VBt6B6a z((9H9Ed{>_e=)%N?t^}e!WELI@3tgw!kTr1(JgC3T3^!ct%2NU8H9o6bn}-*>IgSX z`d~CDS0!U-_Ibr>dRtyFuYR#bE&r*M;Z*Ro?e8C4?Dl3i#?cKWm6~}@n1EnncNYKl zU;&vd=?28C4HaN+%O59fq^rotLsUq(eDN{+3y?zA$FQmO&Kc*}EH*#D&FcTcc|yAV zC9jHc0ML-OP!R)*{+vj+%`6q>c~53m(K4jC+cwakY!}u`^sZ4ef~Yo2K!n*3o{zCB z8&dY)v5%UHlCHu*EKeB;LQ#w|W0T=dvjgq5MVJ8NDrDdmPN?R{eJUJV+0gcCaP2N? z^mAg3Wd+4gL*nLiWn|dt>D!gpMHlfIr7l3o{B0_=@;*xCsvE6L-_!Kf2+F(m7#}E9 zs#m-n`^#kv;%+mJq>;l^wPAR>tvd!-x>y+VrH}&N9_Fob`JqN>_GESGm%8+VoGY6VRF@}Vu`l@!B5N3(Ky zkEIqx-qXWR{aCL#oF+Xg-O}n__`hObe0@7eN5KV}#h!WU&J(Ry-{RVlrjS?#CEdsg zQitI?Difl@faRB|U|ZdZCX7k6tu`YhxC#}KIM)(~y9#+~D4%;pf1Q3oAp4A6PDcrxiaal0WFUkt#|7zdPX;@pNrFrMScDNG4cCp0W*(S9@ zN``|ZbDL00!~RADS_v31bf%@6OW8~2%K$~D<^BUe#ve0GQG1`R%AT+8W35d>!GDGR-@cbFM^J1 z^S}!^3Pz}3=$8p>F5Dit>Z?iH-x4mk-WGJdCzZ-MRCyist`26NDKE;7$B>p2pB|ml z%dOd#jiGSQZPEi^Hdkq&vFJUgr0#ES?(#FlYL^Iz23UEP^YV+N%J}q>k|i_EBZ|m^ z(l-Zt7n^g-5vAC{Z3^Vo6m8FGBMEfywQz4wM0d&$Y1(XxeSU~(1*L8GbYj+>0&m~Q zS-i^}`3eGlvOxZ7RH=I@VX)1&kL02UJ~dKzKdV9mg!1RIDTG`ToWm4-4psDEZd-ogLYq__i4Hqp&A?E z5l!WFHSThxD_U^dCpPJ$OQoIiO)1$${xzph-y3)Z72x7?1(^qG7f4#`lu%2@ODN^E zI!LkSVikplB}iI(m31KCnN^d{D>O(x_W0dWb-lFGs7%w|3J(}-E^Lmsea5q_ldDsi zOS9hf&^TjfeeP+`AbKqASsxT7p@h$1DWODCXPvgzD5YfN21S4l}L!=rUoGG=`3npoD(2gKS*(vUf64Ze#ORTDqVwj2cX z#_+yD7zD4Y7cVr4wC)IT;z^0IdKnc?J)Dex=)?;6Ib-VpQ;kx=lODobuN5M13+Ef% zjYTFskro^qR*ptj6rMU1Rw>SW{#E(7`tsFVt)U&^4~4U(yl#jSVhBxr#9Vx>*xpDV z*Swe(|L(ECL8BVAN1fF(qw0uxySdiL`ny^i%hJ3Z@SBX8&tM~zhBFj7IB z`J{FEB3BJlQ-;d4;kqhyHgajYmu7h{V^poxYD|n6*&D-`LjuFfhI&1?RlSef*Mzso zSxz-$^p>H6g00$9`j?25gjY5YA09C%B3|NBt?MVuu`plqvudohUz)+cx$k#LjfkV+ z*mf_3xjgE7w}TkRhIVwXDWTAfN-C`=!be4~|_;VG+}JBvLamG>g0~#!2k3+;8K* zyTCHUJU+!l5X?q$HNSweU0V!tO)h`$-a*%u=VOHBLGQ$H0^O*du&Git5w^0h_)x1} zKYMi~_f#zQVv};)w;mFP06Bb&YI?~6xNl-&Lo<1#vVxi#E9Qv@D&L_*qP9q}=2|<> zBNcVDB36wUVncf8Iohlha}~n({m79;bplzmbuB%Kty(*f&2$zQOKxzQ#@$ABzAQfY zEK?QZMY2%Iy^A8OFHfs+nT3_T%QfFbCo#)MO6qVFo|^l~3AW-B{Y(vGm-1oKo3&;{ zU>PRW22A6IPg@|ht0Rya=DZem!RLdN&=7@|8{rW3ULqLJbgFUp&ZN%awxg5iL_fWI z7&yH(y0=$bWOCJH`L4QWq;kqbxleoq z&}VhHHy15)EB}4m@@S$5?=NkM1*7NQplGb@THk07V5rQ4N^fy4smxpGNhzJ&^-KgY zT@@q^HxAuOxPk;O3S`T`*?8#Gg{W2WTUn7sqOLn#sK#ZIkpJXw%NOL;tyGj~D2w$s z=o5hgvxW~TN#p@FHtNq;A2Cp@oBzpk!K(n{XD2K7HT*Fs3m?M zn?n;y=kHMb2HkyD8Q`|HCn#``@%9rw()bg;MEeaBR7W7OD^x#I;A8kVVTOyCBLvu7 zHgcirKbPqT&*1;WkNU`Ag&bTWSs=s>yYwgThufe)@Y#qBgGXKgm(vv^YE!N>) zrOX^Z)j5y^NPuSq7%^zGp_m(Y)e$fWJv%YmG3VI!gPS!#E&1ybVxNN^k&xXmUOdok zWmratqj;}>FliYq_#vLJB-VlleptIZLv{rKyl*9NpB#a< z$pX}kjzEH%xK7%~AN|E;?4{6~VEpDXDuDAM#m2lCcnR~Ob@e9d_Wc@J;>&@Ns{w6H zY9%iy9s1=xnIfSk=4^bzV^52JZ_IA3_{(Lx9qYQCSfU%Q0WqvjRUZ4(^s2l-V2&2+ z`QA3|{^+3t&SD-Q#NUP7>Iu-5tB9z4r^NXK0>gxMGsD1}S{(dL@vZMF1%+Vs+Gz^d zHPzOKgGS1{f6<;*PPeP9@X7nno(J=Bq(1K**VK)ydw>vM7+pfiE zm5r}*fpfG>;(nNNk!BNgdbUKnv|iUU1_(X*3hccosSaT=96ACef>gbXo3p+1yR*G# zrGwudOMibds+^~i8~=>|512|ljQOHjjOD(S96sHWS)6i|0@w|a-*=4$s`bV?9`q}! zc3A2i4kF}hgh4jLM`j5oKGDUeV{wfm?}Hxq>sFgx_kLl!0oXkT97M%%jOy*(;P`cAm^~QEyJJ@8<61@*Qo3vn zwhTgV&4|1~oj6HaZW)x9 zV*X&ehJO_cwJQ%%_jCl_E_CCn`6~CTA{$13E_7LU3Gnw`<+0Emuhp?YLEo+fks;b7 zc})cZr7o2iv+w(Mg(Mfu$iC-hCqG3rE;9cG({u!yC=rg$rBE$3fa%O&!x_@v$@5E{ zl?X&;ut3c&3dv>l{S{gFGBdjh%ZU%eYL9PKh+4@*Z%-`LW=S7!m+?>s_#C5fA3)Qs zqztm)e9|fv%eEvc4#|OKQ;=XH+K=i5@e$}-Yx%C>^d))lj4Zu=TFX_kTU7Y?5k_ea zrG1ZRMVd6Y=-HLBE$i9!E-L-IY534zk4Q(R8^Mucm(w<+*Iyo)Q2J)6z%trD!Z;#G z=K$*0a-e2J9hsqb?pV*^wMee}plYD=>L*DCRfCa>>xZj~Op!`bj2`|YNj9k*Cc zKr<{m^H=3>!8oQ!w&+oPE6&s2jQd3@2zm@OxZmFj`yyZ2G|_D{-585=A6?u-P!PaP zL6@V4iB;V^m{irS2;}^V4~SM}uCte&RLzE!LOV{rR2mYFz$mx%>J~%hNTzD&1G!ex z!LFz%g^uBTVOs2^qnM^461B|lJw@UvG9SxLQP~Hd8mJUY^Ntc1Qx+XZl3!)g_0*FU zMmbCcu@*_#@Tw6YTBom!RhJU6Yu;&cv`qktu)zW})mcc-bneQ+k-k&yqs;8rnITP0nITdlUKw4Wl> zkt#Tua-E5QG_zw|etMXc_!Gt8oXXw6a2L>3+=YiYUmdsC!m_K`z%VNL#={dOmfP9R=m z=_$j5e)iimugHECoAv$B9q^L*+95bP1F&KV@Mm8jHdiCRvw3x;XEvzS4&gdB&2|Z} z%qa4gW8v)e`}l6lx!Ia*zB5#FMfR}ny{^2P!K2-z3*z!-!b_M1SoN5_NO~NwC$UU)9ZSpK4d1o_zXmdLJJCL`U#g#J@m-*)K zYC%UULyTkOs=&8D<%`ns09WztE+~4}meFyqSpXgeYxGF9{~q(=QCcv&?R(rJVU{xr zm$^tE^ZpLUAuV5EYz|XXl3UUIEiC4c57z^!YE&*n`E>y6UyQFUWS) z$+`PIFY_3#_oyw@X%N68%XC+MIidPao6==hT%CXUiERUm_6KKm83L=gdC^acX7``m zobFU&#JO;-Ebf+Klh8l&Pg0Efp}|c!d=Is`pLSpnmw0XlQF^55WMUqxd|IP`|KOL^ zT~*B-?lav6kGryRsRnEBs^pyT#d~I$KGEbrAog#JA@l&5@9C$2Ymsck^%9SA=<|MA zI{PD`UJgMb4ndi1nfP};G2&hIiF9`Ehc!t}41!~2!zGe`;@?Wl7woP4){ifm;GPR{ zeC8NIAF+O5u>JcOi06wz1kqbgmhY$E4;v9yQddJf`O58-6pGgWgqaWEG*|MLbZ?&j zzJwJ*Ad)O7{-0CHT>;g{)4QbD=fD3d0T8U}h47yLC?S*(QjRy5(a*6kNdI%G|0_n- zrmqK-*uZ4Wd*TdmAt4dANs0<9Swh@kqp|CLf2Uuu0Lao^uqR^}lVv#nq<(V2q!?SZ z9w}>6d8ch@&{9uW*<=CRDdHU-hV<4F$^(xqvXRdRr7lTA^+46xWK--kymefgMF>L? znv?|Yg@l|N#`j${^`Pp#63~R+(__0#A`a~_OTeW=L7?nbVLP7!stGj}z^Pk3L4bN0 zwGBQ0$rcj`zbNxHtEIZL%87ta?`14M88C$nW_P`o03yDb!Bmlp;4zx$u=<_T_821Y z(f(Y;RRl&48)g-!=-mYrR0V3eobHJ;U*=n>SO2|W!+3b1P+Q?shTu$B4y8Au6-64A zo!ZdBZDrzQMj}aoO{3x~6uFQ*xz}9d0lGUi2)tcL;-V426^lD+vzS)i7S5tYV!eZLi;=qVl7s~6B6R7W6gB@KC3 zi$mHi*em#-^dce&70Ynp)2sO>VnGx$Y^Zb(17NSlA1UkWdp$LM#n8m&< zRm8vMkh}9vANpkqQ+SLbjZ*J{t4O$aK*tK!dIV(faU9goR4O1sj2%3^YZXj&~))T7FdQpQF9$x%I1ZxnuiF(RJyhOKT81QKdaQR ziU_%^4Bl852W?#}f}rNtgCc|0w?+O?ZFAc=e0OcMmfW-YIwHKOFl_7n=<(DKX2xK9 zH1o>HV2*s>PAW$WrBfnQ&vaqpV1|_K#;pu|<2@SJ4ucy~B11#y7U zvdw2SpXtEO%YW7~=plediYdXGl?u}TPUOvAX%6-Anw>;eCFocAoP4jE(~arcY@*!= znu>29B7-V{ilM4CGc=#0wcND^y)Wn*_3qUWq}})t-=hP@elu(g09R;dsB>Ne+rnUX zm^J4XzLH>AxQKdfd0inP^VQwp%c{cWxR&Mw`;}g2=rX($b^}4BReKXOol;lE*)zLx z*WT&cRVxDx-G@oKGwm0+@mP4aBp`(HsN~(ue*|`X;@;F7O5ILtBLix9bDs3?BXgAU zRmRbr&Op9Uv<8)7%Wo{ls+i?}c`WyioISsEcN8RO))2Ck?yL-5e1C1PW!q*cGp?p8 zgwvq;J7f`KPYC7eZRgwL9o_$2wd$i5y!Nq@HF4#+kCA}AP4e>4S4{LlHXrC(+WXL=L>)<8i4>63D&!#_r zD!s+14gz=!C^uerp*($Jo1|X;)QG-#Z0OfzpJKB{ttFvTF=c8>Ii!{ktDAXHtG36mXSwKNw1VY-hDlk}_G^>1Xq zLx+fY)Mt_Hwv80$U_2yb7k{|ljjy*&u>PzSNIqSz65ogtSlO@@lLg-vyY3F%O% z<3&za|7YFh#h9Wc;_Z6PfSK6+ooI+p=lsNs=)lzd6p%1=1G9i6pJ%2uQF+Q;L8xj+;0h39(6KkH2dIY#4z%)(3V_Bp$Vx8Dt_@3aPDUuWT2 z<-)`oa9a^8+iabq>83otpuc(v_Z*t5P85I{h+*9(_p4WIPxr`vSf#S^h4>SM|NG~= zWgg8tpuYPntvP{WOADw|+cleIgM zc~JA!*}8kmkbfrNX9Z+CFUFHxmzfbQaE~B7p&hNX7}iI?Ay;qbX+Vi6Q4tTm!IzD0M-~Dc|+Rl3P9i;RDX4xEI;wq9+IC=f>q^Nd%#3bb;*BMYVI^@|F zDw2!H1`Zl`)4ZCCgH_f9e{B zbJbpT^Ryf^5}l5#a%tmrAnsr(N*Y;aSos9WnfNjkI9FEM@OZfH3=AQvf+N#`g6Yxr z@_08DU@>)WpB1XWrw&%Cn3-tsO|tKmZRY$ta-LBs=iqD&%Q52pv1x9esk zErUIc32aw^xr!&SS+4dy&aT}8FW+ySd+8g6Y zqj}J-z6XijlcpddOHh+JLT%z*&Rcq)Q8g;py?E??e4U~QD}%TvdzcF6+`drq5~9q4 z={LD`j?4XRvFut;xsAUDY}bOAS-0u*cc3X@vG}6_bi_?%2Y2Y4ZmJo>Enj_N?pY2&PG&#O&cCZI?AJoD)!;6-unmqc-;W|r&rq8>b-HpBVa37DV)R+63?$48V- zV|q7^m&p({z;y{ja(c><1P#gF!^$wxhF02a{)~Bu|KlTa-Xf z?BK)SN2}UkG5i=7gYb>God-$mI;W+Sc3(L;PgL`inDIo-HOFCA`>wUDmulINmnhJ) zVDW$&E7uNJaTWdCT2FlpG0IXR-I-9`qW{VOTjh1{>TQ|>%jqD>tOfl=7cy5Pu}C73 z*h|$?%O;{prinDewpYSfg#v))fvoQ>~G$n3vT`) zWN4@&?=Av9=2|bA)L8I|#-l+6=%xY==lSrO;~i@@!}4gp2dZCz*O~Zh4Gj+9BT$km zLRAbUP7{=Ni`_@QNEKEJ()au{71c)4J$P|7B&-w?6$E`Hk>mIRG;>+sT*~J*yYwr z2fCHkpM;ch2=6cvpxo39KQG}$FmwWI>X1T@nxBhj7z^&Bls6_muUB9|D$dhUF*8vaif zC@JYp8j_L7gN}1PZheLiAex;vDbc?Z4#NLeuV74>vqOb{N5X&Mb&2q1PbZRyqn-bL z20bJ$?Pdnu=kFHdI%FSr7X0Le&qdDE%m}>Cc7*iS`BQzCgeTJJqNjBJ`w~)cBmZ-$ h|1+xp8|Uh=;F}iQ8)3OvZb + +int main() { + std::cout << "Hello, World!" << std::endl; + return 0; +} +``` + +You can ask more questions and continue to chat. + +To exit the chat use the `/bye` command. + +You can print the list of models on your computer using: + +```console +docker model list +``` + +Your list will be different based on the models you have downloaded. + +```output +MODEL NAME PARAMETERS QUANTIZATION ARCHITECTURE MODEL ID CREATED SIZE +ai/gemma3 3.88 B IQ2_XXS/Q4_K_M gemma3 0b329b335467 2 months ago 2.31 GiB +ai/phi4 14.66 B IQ2_XXS/Q4_K_M phi3 03c0bc8e0f5a 2 months ago 8.43 GiB +ai/smollm2 361.82 M IQ2_XXS/Q4_K_M llama 354bf30d0aa3 2 months ago 256.35 MiB +ai/llama3.2 3.21 B IQ2_XXS/Q4_K_M llama 436bb282b419 2 months ago 1.87 GiB +``` + +## Use the OpenAI endpoint to call the model + +From your host computer you can access the model using the OpenAI endpoint and a TCP port. + +First, enable the TCP port to connect with the model: + +```console +docker desktop enable model-runner --tcp 12434 +``` + +Next, use a text editor to save the code below in a file named `curl-test.sh`: + +```bash +#!/bin/sh + +curl http://localhost:12434/engines/llama.cpp/v1/chat/completions \ + -H "Content-Type: application/json" \ + -d '{ + "model": "ai/smollm2", + "messages": [ + { + "role": "system", + "content": "You are a helpful assistant." + }, + { + "role": "user", + "content": "Please write a hello world program in Java." + } + ] + }' +``` + +Run the shell script: + +```console +bash ./curl-test.sh | jq +``` + +If you don't have `jq` installed, you eliminate piping the output. + +The output, including the performance information, is shown below: + +```output +{ + "choices": [ + { + "finish_reason": "stop", + "index": 0, + "message": { + "role": "assistant", + "content": "Here's a simple \"Hello World\" program in Java:\n\n```java\npublic class HelloWorld {\n public static void main(String[] args) {\n System.out.println(\"Hello, World!\");\n }\n}\n```\n\nThis program declares a `HelloWorld` class, defines a `main` method that contains the program's execution, and then uses `System.out.println` to print \"Hello, World!\" to the console." + } + } + ], + "created": 1748622685, + "model": "ai/smollm2", + "system_fingerprint": "b1-a0f7016", + "object": "chat.completion", + "usage": { + "completion_tokens": 101, + "prompt_tokens": 28, + "total_tokens": 129 + }, + "id": "chatcmpl-uZGBuFoS2ERodT4KilStxDwhySLQBTN9", + "timings": { + "prompt_n": 28, + "prompt_ms": 32.349, + "prompt_per_token_ms": 1.1553214285714284, + "prompt_per_second": 865.5599863983431, + "predicted_n": 101, + "predicted_ms": 469.524, + "predicted_per_token_ms": 4.648752475247525, + "predicted_per_second": 215.11147459980745 + } +} +``` + +In this section you learned how to run AI models using Docker Model Runner. Continue to see how to use Docker Compose to build an application with a built-in AI model.