From 51e977872c9014fc846920e26aefa8db4801f058 Mon Sep 17 00:00:00 2001 From: Andrew Tritt Date: Tue, 16 Jun 2026 15:29:02 -0700 Subject: [PATCH 1/2] Set up initial MkDocs documentation - Added Claude-generated content as a start --- docs/architecture.md | 43 ++++++++++++ docs/assets/architecture.png | Bin 0 -> 229608 bytes docs/cli.md | 49 ++++++++++++++ docs/developer.md | 47 +++++++++++++ docs/index.md | 44 ++++++++++++ docs/knowledge-base.md | 40 +++++++++++ docs/mcp-servers.md | 38 +++++++++++ docs/observability.md | 45 +++++++++++++ docs/quickstart.md | 96 +++++++++++++++++++++++++++ docs/tools-skills.md | 43 ++++++++++++ docs/use-cases/cryoem.md | 15 +++++ docs/use-cases/index.md | 9 +++ docs/use-cases/microbial-isolates.md | 17 +++++ docs/use-cases/vasp.md | 15 +++++ mkdocs.yml | 61 +++++++++++++++++ pyproject.toml | 3 + 16 files changed, 565 insertions(+) create mode 100644 docs/architecture.md create mode 100644 docs/assets/architecture.png create mode 100644 docs/cli.md create mode 100644 docs/developer.md create mode 100644 docs/index.md create mode 100644 docs/knowledge-base.md create mode 100644 docs/mcp-servers.md create mode 100644 docs/observability.md create mode 100644 docs/quickstart.md create mode 100644 docs/tools-skills.md create mode 100644 docs/use-cases/cryoem.md create mode 100644 docs/use-cases/index.md create mode 100644 docs/use-cases/microbial-isolates.md create mode 100644 docs/use-cases/vasp.md create mode 100644 mkdocs.yml diff --git a/docs/architecture.md b/docs/architecture.md new file mode 100644 index 0000000..5724f82 --- /dev/null +++ b/docs/architecture.md @@ -0,0 +1,43 @@ +# Architecture + +![DSAgt architecture](assets/architecture.png) + +DSAgt wraps an unmodified agent CLI with four independently-operable layers. Each layer exposes its own MCP server so the agent discovers and invokes capabilities through the standard MCP tool protocol. + +## Layers + +**Tool Registry** (`dsagt-registry-server`) +The agent registers CLI tools as markdown files with YAML frontmatter under `/tools/`. The registry server handles dependency installation via `uv run --with` and wraps every execution with `dsagt-run` for provenance capture. The agent discovers tools via `search_registry`. + +**Knowledge Base** (`dsagt-knowledge-server`) +Semantic search over six independently-partitioned ChromaDB collections. Three are global (populated by `dsagt setup-kb`); three are per-project (filled automatically during use). Background jobs handle long ingest operations. The agent searches via `kb_search`, ingests via `kb_ingest`, and saves user-confirmed facts via `kb_remember`. + +**Provenance** (`dsagt-run`) +A thin wrapper invoked by the registry server around every tool execution. Records the command, arguments, exit code, duration, file counts, and truncated stderr to `/trace_archive/.json` and emits an OTLP span to MLflow. The agent calls `reconstruct_pipeline` to render the trace archive as a reproducible bash script or Snakemake workflow. + +**Observability** (MLflow + OTLP) +MLflow runs locally at a port pinned at `dsagt init` time. All four layers emit OTLP HTTP spans to MLflow's `/v1/traces` endpoint. The agent's own LLM-call traces land in the same store when you export the `OTEL_EXPORTER_OTLP_ENDPOINT` printed by `dsagt init`. + +## Project Layout + +``` +~/dsagt-projects// + dsagt_config.yaml # project configuration + tools/ # registered CLI tool specs (markdown + YAML frontmatter) + tools/code/ # agent-written tool scripts + skills/ # agent skills (SKILL.md + reference docs) + trace_archive/ # tool execution records (JSON, from dsagt-run) + mlflow/ # MLflow traces, metrics, artifacts + kb_index/ # knowledge base vector collections + explicit_memories.yaml # user-confirmed facts + + # Per-agent runtime config (one of, generated by dsagt init): + # claude: CLAUDE.md, .mcp.json + # goose: goose.yaml, .goosehints + # codex: AGENTS.md, .codex-data/config.toml + # opencode: AGENTS.md, opencode.json + # roo: .roomodes, .roo/mcp.json + # cline: .clinerules/, cline_mcp_settings.json +``` + +Projects are registered in `~/.dsagt/projects.yaml` so `dsagt mlflow ` and `dsagt info ` work from any directory. The data layer is agent-agnostic — re-running `dsagt init --agent ` switches agent platforms while preserving all accumulated knowledge and traces. diff --git a/docs/assets/architecture.png b/docs/assets/architecture.png new file mode 100644 index 0000000000000000000000000000000000000000..7dbdf467fdd6e38f14da3d03684cad9db43b051e GIT binary patch literal 229608 zcmeFZbySsI+b;@88-OTCBM3-$Nh%Ej(p}QsonoMLcSx6XcXuh>Al==$=dC>N`<=bV z_}+8I*ngezF$NFId#yF&npgg=-+aEklM;D|ii-*Z1M^T!R8STM25AKb23{N)5j?SJ z#HojYc_3jdAn;C1K!Et2jirIHnLZ4R=(h+ZBxSiStVA{0=kUma{Nihp=pm2!#gS>f zj!3?Wi^6?+to!C&QK}zmzJ_37N-nW40eX>+mdcYFQx%%5mz(dK@@r9G?Ix7!9qTQ3 zu6OwiZ#Y+{tMp;MR~)7f;>%-tsf#7jkdG&^(ox0;xjeG+f{|>5e^Ad)w=5|1`JU0e z)rP4Wyr0;U3P|are3!Sm#wbEIurQ)eT8-aS5o0fWgqfFw%centNqKUxB6pZ3UW@yl z0OtYv0u@>RyWiwwQgXk0+B{65K46^{91 zsgF1?Y_;Q&f8W4IKe_ZEY_Y?X1$pa*WtFR+FBQ1YG|?Yb62laF!IiTx;ON0xn<}|u z*UBEl!}11yct8yI=(@M@Yim6r3U|9V+#ZD>2{94=>f9JL+rB?d284e18lI70Nt0ONH`zGYINakuzm}<+ofSNFS3)=FakRK0f^j0+-QMOo zNVw1QsFBz4Oq}B?p+u)e+7B0I7480$Vz;M0)M)T$E8kl(rHP*1v(>(LXpLymc>nAJ zKRPPOYkW~SOr4_`tAw6Lc?QhhdqUsgX^>3$ImhA4y{QWEwvdj$qr}4-HVIkbs3SSf zZ>+=6^Rqi4@sc9Hd1Hip@0ZA1bct3%YvJ*)Xpg^sB4reP9O|n_{8;cquiy$PS*Lg! z{)D$Y>1A+Br`QtQ;FoD(LgIu@(JAocqGPlPqu z(g%5hj>-0GVn-w{1m+@I-+7)j4l|G&_;PBS`TGgI?^1q6-eREJrc9~$ZRCBx9B`LEcuM@elj-eXxKTBBIsvqsy8FA6yOIxavGawK;0 z!cz9dH|cKDry-*u4k3YI`N6M5i8@X6FpHTvzsA3f48Gr$zLc<}yF|T|xis)Z(wD3) z?6DYzY=&H$%{?ter(`>^m$85{t;o;t4?%|Y?RukKi z?%|W11SQw+Co&ppGg1k;i7EN-v~ubNu0LIvAG5RI_W7=eNMtPkiX6-_&NMnTCSrMp z8;HyOFu5H+05#xM05vZC`jcw11c4+``tMPLXg}$H)v!>;D#ofy)~}fLq4u@Jva`CD zK2uFCB`LEhi!|CEuKs@fHZILPogj;LSo3?G!e#ggDPlW=p%o5XyIVV3JC3l=Bbg3W zpUkjyxs(#MOodD}CABdj_ScTF7N2)yW*o@dOWz+vbN1@@UiaelO1JobvHtSy3oW4{ z*H(AosY}c8)sdh}n~UpF{-*n&;X2ZW;by_lg0TieFT8OaLA1_MzRwT}Xxoi^B2liNv8>u-8@ZeJBkyq@mgiVC*!nDSg%^2FKX+oJ5! zDg%j9{V9Vfi^4iHpUJ98{Yiy!jbf4QnXR@Hysar=bYUm|VE-(9>!H^(9~Ogm-!1Mn zhO9r^QC?HtJ+nz`>s$(<7EZ)F@9P?&>@bcSN|2dMeIxQT&;Yrs3$GLGealLt?c|$YJJR|OPmy+d=xP0qAxzB!_ z|GmrDk=nJGni*%9xau*`P>Ww%T<74zgQv?Q%wjMVEi!8`>$XcfyUk0JB%jpByIr4A z?=~ks=i{;B@up$hLz=TZo~EC!U&52ZGv@aB?Wwx-4$aOt7#d=Z?;PJ*-*GYU7IN=- z1gpFgekb|PvCwqSe;)Jsr{Kcir_b4)g}Gr1V#f$J2wzbj*+si3n<+bww^-F!sW>ev z+nKG6E9mYDD+`N~Y>>WwL2sk5RQGZ-i&91;<=ZcrUr&EYzZY)n_28~f(VR%YmyytL~v|$HS_U(zEG{MU9rXVJn2m=D+E&n z`cEFsBh6AF6-Mc6#?_7&-A9HvvpBg-ubADLC75ek)vc?}6cj~AGk%;-giLT1yV^ds zJy{C1m9s^YC?%T+9SRGekdB)sFN?wwo62;OQejS4!y=!e6IsGsdg%OWPozOeC-qEh zpLmXC z2N;t|w52+x=c^PBvkr?_uNBwiD~tEGuUgLo?)zi)YV56L&L^4pviRx=v17Z?PM0EU zz0e%4b~;+H_iK21-_MiQnu?P4yjZYsX)H%dxkrw#mckc0;Ngs%?`e#e2nH?6Ec@3od07RXpmN8{Q89 zTlO1km?NIH(odahpOh4i6K8Xuq?vUymDr1{7SHV-%xld%S4%RJ7#Yoi|T zvgL%GNSi2&$H>|0`gwcu!mBh37Y#>u19w*eS%InFKU?|&Gy{ABIS40y=}pR8%b%_l z>kjMQ4?HHM=a{v9AFprlVO9IoGA+^!A-u?Mk}YJ6{oFKn+R;-Zjl z4=!`lUDX{ss3&q~$0TOg8YcEfm(6XZ=l@OG@-ey!d>S zzLmQ@)^4dYw{x;`aw2}tGe=uYuevFiLhp;CCom~SFs;roc1LSXY=u#qQ;t*t$ft;L6mF6| zlJ{=g{U z{oX&X;l;swFt6nV#Kgc~Ib9oleG6M7OS|-r=SJWGij}B}Ees468T1P)Ci`L!j6ZHH zuWY9*`Sz8rr8%9Bp5=ReIwx~0XdD=Br&r*mxxSqav6H!(h3zXR9+E$wcm-ZVkLgK> z|9r&Gl!ruF@*S~&rHwu@8yy230|_rGF)=Z>jh?|PSwZ2uuY-T_kQmw7S-qmCcXV{5 zb7ZEov@xV-}@KtW;>8p3fPWomlg2v`R zW?&9pMg~p}?mu7nKi>NHl>g@{@yPjIi)wnLYCi$Eu+8V6%#t%%KVw|ws zwy&mNAQQo(^TWXYr~g>_dZ9Jd%BinE`Hvq3qse(`ClbN`r!k>v<6rVK>P&JqyPE;r9+u#Yr49=Jk{Twtvk5fZRj~aTwU%8qc}KN zmY^8?$qFY!Kfkz0y1&>Fh0kdt`n&max^mI`$LtooiM{@t|2)F9I@iAG zjbUbT*iw#Rw@l=A+H2Igmq`jg{dzuteKuGzPgSfVkbum7V|d4^OP%yTjE6jqTxrH| zdv$J$!)cTD;28ry92}e(T^tqMELkv%vFssY#7bYB>sTWW?SB}Fka#|{skWh^VK_%Y zg3WAv9=7!XENlnLGwA{8I5tUtvfcClc4uJUUarWM>I|0L1X^`2_7j!Xy68=<-@?SZ zLYH4S?s$iCScei%8S^*JAZXURQC3*ah3j@a>fD)8TkgWVB^EH5sV>9mN1EWj_a9b@ zT$$$8gK+46aTKD{@jiwF3doL%j0Gsl7p{oN)Di57U zf2cGUpD4bN{|~X+N(D9wbp;KdgSgH2soe7=+lP^K8p1Jro*(skqlGGD_#5Nk9}!OH zzB$XW*_|ceFxSwXE7dJV?+J#j~JG^Vd_}sES zCcU{cBa!Ex|Dz8KsBVXno-rKOS+keNV_NJ22~PV9>v#Llr?lFg<%!{OEq|NvYD9g% zm9-!=_YKU4uc$Ai6V-Wd&UDYO4hP6wPqr|&zbyVak7?z`xj8K?TGba}6w+)0&dpBj ziErr$V7cJFJtmWF$jqlEcx8vKrKQE?`t#F2#`TE~TH(ImM!EUa2DMb&3GGDD;*V#J z;pAB3O4%S*~qU)o1artt8 zl13|n4~7GYVkHKBdcc$9+sde;z#$8M<6r5G(VwZd4`nqSeaT5g@n?>&ydUy4YP#2c zrKaw}aR99l^yANw&(>S+j*u-i`enq)Mx0FnV{~~O9#?SLGK-`d znc#FuFv%Z8ST<}IP^y+1J!dxTABGkP-pGHh{psK#E=#a}Pvk`1ce{0_oaOvO(W^6* zEsIPHSa@}<#*6~!uu;lzl~+-+VPUj zcuQJkyQ)N;^`g8cK^Pw0%KZa2y=Lb~Zq&$TXP|PPwsF-#npjv4k`bF&2#FAlq#Nl! z%J&?#@-2f_rIpShfqGTOkTEM zuAmVB1fuzy<%kr*AA`9@AeV|asyCfaz-P6Fybj!Rp*QQzAcDC}XBVx*sXp>}FGjY|LB2D}l5 zhN%fBjqfieC<3b-y_5eh`a;72LVH^sO2)+eLO0noQQDyl+6Zq1Kb6=skc^;VR=S>+ zyX^}xPgL6njC9tYE!>afD1V&n4b-%($^)QU9chXZ_M8r62y z0e@}H^*)QmwDJr`13wyx#k7+NYYpwfrkXnNq%g1pPn^yV((QI3sM_J}X$sVx~G7X#(^`aG3PI{$plZA2!DdBrcBD$%u*h(NY|DLk`w6HU2mRr*f}` zTitB+38fh~XJNEbD!+!if#`4#pk7E)?S7g4ygQKGYD@nm@(SHs!^%i?=s-oZl z!7F*!rQR5=(LAoK%_qPHxZuepFI0sCHd2u;Po^xP{NW$RbBPLEqQYdkc`i~gNn2d8 z>#5K;07KWYkjDSrluzUF=2)81uTsU2bOY&T>D3C2;VKW5q@wv?(PH%dhE5@pFk}c%kt~aFrZoT zV47<4knQ2smA$lQKU4Tf2!OG|`Mu#$hA}aN%GxX&G$O+(nzx;XCX20rfRJuhJ z>SX6yD9CAjFkQCB!Te5_<`dy!m<=QEW7DnqX;s-IE%hiVLksgdMTX2;rQWTcaIeyO zF-=!QQ$OSN%e!=oA03=L@e39x6u}?nbFr)Afa$f7(R&YVf#P7ndOQ2UgPFa&3{lW~ zT}R!RaN$Wv`5B0Ccmn?hghno~fjZk+oU%AnaCGaf))Qc%tY9=v=8*?aKD+~O3y{4> zf?PN)cs*k?S!o0xPXe_4iQ=ofF;c-BJT5Lc@tM#plm1ME;M7>aI{UvhM@+Ow2D?0kW%<9G{HKquVplh+h9&Gi!| z7--%3KtnXJa5478!IBE%9S{TlBntd#@UCL`~ikJdiK^IZDG^LbKz)%)@whD<5{3RDT) zapv?;Ik6GcaCWW{eji(^#}E6pz}WF7nnWPJvw2|pMi-n~`H#o|Jf&_TPyC2fkyEvY z5!$o9A0g}g|9)s-_Z10EAjt;azQoRUx^jQHGX(E3y{6j?mUDM^KoWL{q* z)J+|&_oTo1j9X1O^4YTCTAWG0o2tx|J#a(LmY3{jp^o!JiD6tharD@eKh|9Em^k`0 zXWgI>`4fPlh)B@zFu*BS06*b4mA%-EVO0qZrA2HV{jUoN!rtrF_Gt6{JXmFm$y2pH zs2{3P)4%Sbj0y`2J6LY60R^@y*V`N2r7-FE8g&n=vE%tBcOb2pr9L&~ya$E!l`}?; zDUIxNM`7PEeb$-LdreWH?8Qq7(#a7!W@Y#{Pl%(@LVNCQ|D7VWE?)A68R?!x-Ndt)$V zi{A5kpJxeHaE`TpYgvx7yx36mc9wh%dB!~|NZn#B5dHYS0(E(QPzX{bbSpLRv?AdZ z9X_lNP*Se=@JEnjz{j1y8?0>@4_5+`0(a~2$h16XhSb|K+b)bjqA{G6kyX_D3KNzRsvvD_IMULoIis8 zV1z{+t%QjlqkXeA!6*MRNyKKUlVWp>$TxERhici^cn<4eZC=%*TQ15bHUuiYY586q`(n7KBk!=ng0S7VZmXn&h%H?p_LSn6PIew0v#$h zSEK%n8W9X!Fj7o$^XH+?#SSzD4iENDHbeHUi9eZ^Y)0}ms zj~gzSdm|hekFjK!qSJCvY&gKi>2~(zg+wHGr-LD@daaX`$%u;xa3;oy-rBP&gUP27 z3`Er!u8?P)B?e!*QJM0)cGE&Ai!oD;M!nm)?9NP$=`69; z<%wjK{ifETbRsvx$m3h*KHZ(U1`3hDD{{}oD^dT&0KWD*#(G03-24bQcTJw_2ZXTHKmyc{s36Pg0MW;_ zSDpzSo`e=?r16_qf7F}5aTA>ANH{nmG@@C#3@L)AW(<~>a)(ovTHGtKi_fC1egQ5txAaF9I`9!G;NQejEKQ9)BDV=4|l#fPbI}{PqB;6)hFd$ege;k8V4v2AVoUq8<@%tq+a5(WeD^GO75=jV~XhOxAD2L)pv`57*CSQZLr$ zd2CnkK{~9ee-gQqA(QI6(RHW=;2O^vgC{Phgk<2*f{8riX)S9*x*t?|-Z&@EW{O8t zGdUl;FX1(j*E+{mCqV(XcDR0$nKbJlf6IX^#F)1F6z`C~k ztBh2YOZYy?{&9h<9>eSI|A62keL_C#oft^TbM<;6)gHeP)zjSc$I;cFDlfYT&euQ^ z^LgZM$5RQ{l}X>Ecnl9N4Bme2FXA2kDQsqx%edDBMeQ|(%avkKX zU2iH~;PEMekVPdg?&>!#;0an72Yx?Xq17PbEY?D})gQrJ4(iJo(~_p7R@{mNu$PJh zV*{;cj2{74AkOsIkBOfqHFe^8-p-4Z=d*QM2>tCto9%L2C%o-kGt`Q`nNg_#6exKn zoj>IPLbWd9UZlffh7YUhqiBiIxhh+US$FnakLK&cfy*p(_h5ac>zT{}!(#0wc@1{d zkBE}t8In^fWhzu3q6RClPt;CoK*i|Na2*$!b6#gWWPQwg9uyF3e^^ceFaQ|XU65d$_B$I6Bmb)|1YYt6c*z|;AAcBF5fo*QDARRI zfH0VR9#$%#D=R(xn~Q>kR2c{*;?sWG+1dVm8uEjybLQhuHT$hs#xb0>@sC1DaeMIy z3N-5kdHSxYj0Qrf123?~!URJ_#d#SRvn5I9d3+aK=3#;ek@i*x9q5^CaHuMw+RcpnVp%5EA2M zfIl*_;~dr-4v^L4VgL}34}gHtJMViU!yL3QwI_hGkTkJFQDX+kW0vREpYTH?c=dtx zC1jk5peotrwCxf_|M~-jTs;I%!aoTM>@H9!C0oKlt`&fLlG<;CGbOfWxur#10NQ7MpRp{pnei_y4QcJy(hy#x=6MFRVPhA3PKJ?z) zsz;R3>>f|BXrjs8FG}T_%>HB)4xX?4mj{4vrY~qnY~FE5{pIw23b}l&Kr7>vvHAQX z(rJ!k)?5Vay>>AW&Nj_;C^HJ_KNr2{55Of_udeehig#Zhj5*HG?XcLS zxSc zqa2)i(zMgBKO&knEE`x&I#t|N^E_s$8)-+U0=cv8%G;EvBKB(b$e+OJoyDR0yC-t* zvkRD}nz@bU^SrFGS-veexV?Rd-@DqsojXh4FlXYbOjX`=b%zrmxf%(6JO_|aS0Di% zaDc}fu3^)4uGHhU{&?(KCZlf0RB%%SD1VB6D5yZ5E#a^~3!{*NpTSc4GgQttUPGSG z^AQd#Tp*MrhrhV~Td)H#0shb=U*P_V<;;Z=fY0fkQVk=Yd^=anGwE9C%N?%y86^mlBh5DosBLz^a^ zA}FTU87%fX5Cy*%FBcX7acpT8TNWh`SI`KrL}pm_z5wHG-$OhU3EYapAa&^h>C^Bp zdiw^I;-x2xvCIa&RG|A%?lQpBRBMm|c7{xh?hPyvnZxW&V-Gl)ILB7^W85!38y3-CMR9;JZ^OW1$&YC$Kfa}Ayn-SH`Z(ZgdqE4yr#NO7I+BJ zy+08Eoe&6f&!~tVE)itSyAy{!Ye0`&fgaU4?%;63l>^1Oi!xw`#1Obb_GCiaW3u!Y zlbJGmwt7_{>U7j6qnqo~MZLXwx|PR!eAlINiUpb^VHBQuL6qv1;WVnHD(^c2^QPWV zeZuO!1Q^3$IjDOB!LULF5cs^BODV{BB*#kho z-sH9bJn0!h>o))yG;++UakPvG;>-VDp^_NQu4!86ur1paLEUh6fi*Ve+)6+X0+=d*Ny;11)zi5 zkj0>qfWivgKTTauxoKKMwWM^=WRj#8QR1no?by z$7kMrfb%oit?6l?Wxq=mw&rxPYp4Q1%DLY4g@9sB5}&7PcSH|ao|uew}Q0Bd>Uis_wQr9 zmDAj|Dxcx3;F74Dj^uwW?s}xtU2#q}sscS+>1~8VY;Q zz#*PScY~1Im9G)krkrpPr6nZ>Iuz53%~j$Rkmtx6)(wr7;}^v9-yYzyypCnNe!F|R_DdjJF0=G%zXM|ibZs3s zzHN_I6RI~Ipgq*BDPp;_Y&cihHn}2g9nVxMz@U12BWnp-Z!y)QZ){e2txIU3ynn@u zG?Y?Ku`Z~txz5#bIl*!Ev8Sge@cYvC{lkhiRVECUHU93qv#Co%(lyE&uJhujJ9(ge zpi*tTHSR2%JK6yN29Io&5{{SPLPUM|S~Vb*n$@IVq+VXD5FT?geQ|!B ztr*1O(QrJsNxIsvL9tt}#wd#oYG1grh4g*Z?oM}2*KPZ*xG|+`$`|JcPuV=tRu^?^ zH<*?N=9@J1I|3!2@9G(v9&a3{>vq&Tl>b~phO+vXgGfM`!1S|Z^ASx~Xnbz;Jgy!& zh8KP8LtV3VQFc5upP?31#oS4hSlE}%8FuqmbSfn)!}bz76UFC)sUoJ%7c7l#W0$4I zJv4Dg75j-78zX+*d1~yv<)F#m)BHIOKr~+l}O7Yce2h?<(&R}}bNn~^>sB^syWuJSSyIKCZ-hHa)>bxKy ze3&crrOf->nR3fH;=WjgU*;n@BT?TlvDaPZo3rIQdNUW2cwBShY8;8kliWvJ+>RSp zli1~Nv(_mzsvrEE>IlH2(QU8IN#fZgS{cJwlWKlf=pNeOaeYw?dbtevU37mWDf1ju z_fNay@4=p;15FKbUZ4V+`e6_9tx7Z-r)XE`0oEs~Ww>4AMYg2&pr071gf{7hk+z1lu3c>wTA#--=w$r~KXQjF1bU5LMb(6rKl9WiKz2A$O{vo?Xd-q=xgvLFz0mq= z`@?;tM_X)3HQ2OC^PYY8s#3rCaBr+tlSm?}A9HctN`eDq#8Xsj zT6jxc&Wjqyd8#9!LzzKcc$R6Q3b`I(jXmRFaf1&oHb-1RYO>Ex-+|l_ML(Bkq1dTk zRr{`?K&v4~5jE>2=y42RdK`}^+kXBK&8WMdDvq0kdLVpRsXOZOR7n{a8d7np^ z^r5~TiO^stNc(OZl7c{jBF%F>`;N%)Nq;S$?%r4pN~weTsV;)}qN6bAjfSL4eEf3le(7P#`wSBR-iPY#A9=tg!hO()Ist|;;<{VWRc^kS z=dr85rCe=?a4g;?6G|$gSu^Ie*v@wVO4^bnkc-CVa^n_cmtKP^MRH@*+~9_e&U)d+ zMsf&8DEB#Dd5w%?Fo-!HiPsVT))4fMA^3f@Uy|yFwwm8VaMr8MV`c`fe6A81rZ)s!nYj&^B@zUh84;1@SMbLux z7m?IJ!DzkMuB786Zg05bbXBbaCC2D$iRwGU_aM6ZO`l2Y5zLTt2(qV~)JgDtce>Od^7FL4aWw zS?B^X%y=klbE~-sH_m`GYsS32QWMHk%s}+kvGvWbqbVRR<++V!v|VmN!<%3e$PNj1+;2+fMNS}Jrwjzq92X8AXnbNc9|1b+y0L|$6v)Mmp?FlAANUUQXPqi24HXnbZUHb_4(Dg&SWlAvu$6kO<#);>-v+b^xa zxWSd^P|8!K@8s~Wu?#p>?~7%f-5`Q**C=|3>z0!A9nD7jJK`eGsqLy%P|M-ny6F-ec6H4P#d4rNOB9pbSgn@u|n*Y-EAelv>E=1sA|_W=o)AV}}shB<7p0O<@wX99z7 zrVzs348SlVkCH6zW+w*2lP#3jQpUBqvrc2Rq8<$7U2r62)RO2cs>0Ex@@sf6X}2h2qsKM-kUsqyO93t@-z zHB=D}YwSG%eid*piZ+g3qnc&N{n_WoWZm5UIJ#W_`; zCzs2k$UH|j_x-hmt$tUd(p15mk?};a+D^bo;)V6aQrht8SZ-VfSDI`HXOl{9Ftz>69G~mSZjZ1 zBINUxpbRv9qOd+vDgie)eHvSAdr~qDg0hp}Xyy{wte!-$nx3eY31uvN)t=?>?29E^ z>I|9tL8m|8xIg$q#Wk003KcZxMTf^wR#IoBND!3Qh5-d}4)MtPp??s}d9egsv-=HB&)NkU9`` zMXfA{ERMaPxY~a-uSPtHmo#tkFGeS$MG+n3VtdEL^s0eyh|32y*P0Lvp)k~^4UYaH zRJmIXR_ejWzW`5PC|5&}{9WIRIC@BJb|jHR$OMA^zG0Al>5XOtS;4xAz2N0ZU7A|O zb47EEJPxX8P~Hnnlp3dx=(}C4M-A4TBLCl%g=DN7F~}A}!Tz!+`b1(}H5xo5eX$3K z={32>MA9XqWVRipK>cl}CU_qR1fU0L_^(RGHkd%|N)v!rQDjn*2Z1z#?g`qw8-1L2 zOwt|DzTVwo?mTvlfJ!z=_K#ri>;ThrY!O=w#jpwmPs6m=u|QD$3fYZOA`Dk1$P05& z=jWL2odK{_bY~jjNE1-MA_=(IHmYTmYn|erP@m+3lc5SkUI`#O^Lr{mfkrr8QT-_Z zFG#%Htm^;T;WYNI(@KmQ_Qk5vqIeFQ1Oecr6I+X=%;a({Rq+70<-AD}S!+QC%c_&c zRbaB-y>S)1R$()MDX0kqkgSE&A6}oAmk6*}*H#uLWJ?Ty=tjmE!~W=#+L@Y)NVN)!wIM(Q z67V?FF^zuXyhse1+Suj@;LKB3TmMGdN{DzfB}IU}69DF(wIla+R(=~Lfq(>gd#*1LaXF;#3cQ3JV%{$#1XqWSMUfW0~&VnqTJ z6LEb7bd;(bwk^*A;d-e%qCsyUQELgb?_3%n5U9-LIL&g-l1#sw-QLv*tncTi_=W`S z+4J`JJ6K8@6XH9*OMYXsH~)IOM!QLvQl&Wl4}&KJMAjV7EcXmbTo$A6H^0w6-VuAg zY69(EJ6_#Fu7q@+x({&-V$yL)0dZSLhHQ5^9n{Ka_fqZEzaSOv4Mu#ZI=+1X$XryF z1H|kW>O)hy9f70`w;n>FlxB`Jd1JDD{L&+p^$TA&Fce}!{B_gQo{}8vnzD?u?E$yv5%2-xY@)E;= zf6)U$3yY}kCZ6CQk3FvnjrG@+GZph}PgMwf-q#btqN&13h^}vq@Icu5go4@SL&WxIpJ7qh3-sqj0rg}Vq-YX9l#AX>^Q8rFGZKYL z4V#fh2jLp_Lt+8_9|{z}%Cv;{w_WWYDc_zt4Yip0vIY^Z(9gF@5Q`nQrDNZB20tGJ z)Vn*v6M7v`nqQj(6Bt%xK(m!%ALc`th*dn0_aY7Hl-xj~`7o6?b1#ysKa$&<3w%D0 zceL1AttL^;pC!7a`OGU!?n}3^MN3D~rEX2y^KxqlnrMN*xzD+z?d|NtFbK%9P`$57 z2AH>3U{h(}OmO)mBIApl53Ru>yejTqP_09&27zY{Fjayy zJ^KT_s6j-m88ow^g*Lhf6q&#fCngbMdkXocg#a$z*MeOx*?jepcQtsd-6u_mL=#nq zKU9Tz<+3^^r=T90uVWd=XvW-_RsWtb{&Q$efbTWTB*oe4#23EI?0#XB{Vw@SdN(_q zCM|>e#WS2&M-t}2FJ(wT-QWwlJj#D)k-+i(_o}&WJX5Vdn6FXSX{SRtRklgI{uA8f zL{qDP((r?&IuQGv9dPje%BCL!n8xfg%{!W)OIo&UdIVq_b(t2_B*1H6}S$t7dc?)Z8sS^&qnSoNajZ&ZLhjy`$iBgp*}fs+k9_BXOLpBxT( zh^HtD+PCQzGX@KbiME7b?7jAePX(G9bZJBj%Vv@|8*}M zl8x!!=YXD_lb+eF@{mm_ACAfM22m{W>S3+}6|$3GW1HV<8lZOA9Oonv+SEGjF9Ci9 zFdVEI;XkHNd;vmvs^_ChICym-V7Lkf-kXqx;X@5y<$ zc6Mu-mP{3Xx;&;;p}gH-v&`ESRZys)rc4E-Cv&jn4y5PmfkSX7J#?#VAU*9kHgmnn zQe#D3$qca~P`O(gBq)BJkC zIsXxve>=Vrz0$|k=>@BsH`y%vJQ~d})NmIRWq;vgC~jDNf$l?~5poBg&bmrJBIJIi zR}0v$iqgYM5z|%ob52btP>K@};iom`mwTdYR{Lo=U5*?lD)$Y~Pv<h%;6(e~tu>D6EJh<`qB(^SjY34mt_ za0Oxe%V9tNcWL-(q3^0?CdGE^vY-GAtWjqg`v#nk)4x&`VnN`v(VfR39v2jw+>WGX zBB(tM`nh6y{l-gHQ_`do=%%qj_U^7yVUayzU1E?IS*%a3R`yvDNKUfzumZE!^#-5$ z&7GCfLYH0`I{`KUFwGhL?r_TY+(OVD60EO)nR~Q5r{!|8g|ov|SvL_-1Qjnb5OR-i zy~vXSc0+OpYICfE4GI9$1`z)Z7&T3gdgwEq68vnV z*GK;MpQ1^%oq9{6od5du7d<=%OiAf*J+liT_TFE zYcx-7ge&a?VndJAd{5kaQHS7T8HBO7zaMh8zX%X}&NR^wk`-zKz^GqmT+}6oga}nH zTpnLQ7WHH?Dv;zh?>md*&MW8B8Q(xY3?7nsZ4gwDJ`O^*I!^*=EHegZ-vcHgfqmGD z%OPAW%lTVGv_$mZe(SS!5i}}HJsW2q?seo+tWN=jkf&5-sZ($85ZZ-!nVilCiLL%P zauuAp+D=P7QR;ATiEE&s4N<+GJu1$Zv#JNOJq+NyyPT9r4(^H7W;QVc7A)j&(D%5( zVmb!a0e4#OXsy7m1Kb`6Ez(_u*v;w+kZUshvI$WmNC1dJ#M!WiPk@g8-Fr8;*m2h( zhEdl){*^t;&)>Wdg?r@Q!;#_5K;K*+{KxQ<1`S5sl%AWT4IsH8Jm1Kbf}G(-hy6D!F6>|sqta@ z(Z+Gvb>DBJ?b*6A8ZBO}MBazULo&R)jJ*`6YJlqHa)M8op*v1_1r*>n`y%q+^QhGT zBA@bvd&c+Ik^e&*HV^@=Q6*{or)Y!gcR&?_ac0v#9B6ZeWy^_B?zXQCDFyO);91`0A3H$G^)#&qnKwWmCC4+Um| z2uPslz{nnWN1llTGuAnu;Bfu3dU>#&NK4SoPY`<~7_!NwkF#49AP-*+uHSl~#Jzgr{UO+fs& zc`x2NnaJZx-sYPg1*&VLbz))v=naijPqFTBOT-D`kGcqmkFMU-wb*etxxp)=tdM%O zKZh(854gLUrWe-VkOf14SAO!^7WeNtaEpS4|FanIN&X{9zxq7^O?ogzh_%ej_zmMM zp2??{4}8}b0iZX>gLr*#8&Ec3Ssp?3foX7sefA;wHwi&vU#QqX zjva#b2(14#IDA5umyU@fp=Q z@6|xUl+x&r3Cj`Twjwy7&>=vvjUBpWPkvXBMWZ#~h(P1-K-J%)l2%p{bci!Av)HS0 zXY(&0>xh+X|C=F$7!O?#c?J}PNHqCPcH7)-2&g~*A2>#W_E5%RDC?$YQ_%<_)gz3v zmAD%w>xFkE^q?~w_PEz)&Yu(-+!1QG_^2%4VtmB~CzWNrLIb1+#X_i9q39#m{mZ8S z=m`{)AKVt}9|BCk0JIAJPu#-$&bj}X%;FH92dydD0!^I5735SAFlmjjA;T@W+zM{b z6{kr=DKi;LVcqzxLUz>n5MHy^i85DFBiM0HlDeP{i@rNQTAQ~!ixUHm4#Lt7}ro)iuZ$3q#WbsQh5HJ@)#LVfe&4bTP$g{{aN_yN5#8%&z;t z1qB6J_;oh}%zgQ2eG%eCb%kXHxB6k9ylX_3O5*dR1Kd{MZiz=jRe&|C=I_`8_}W6d z(hLQZ&FWtRwQmXIM6=DXH(%uPO$oZ>vW|%tpyb5*)YSXBFK+HS{n|uRwVKA;y9Pe z%d_Xf{MZjp;woG0p9yThoOuvxWyS)U7uu%Ml#3hz0wFh1Vd;YpIB%ds^E`@PE0ld! zG&?`}JGh}KFCP9<*TH=H1%v&@OK`OzhuisJ+zea;`|tptLkgGWtaWD{H15bZM`;1> z<`D{b)ZKiy>LHoZN#YyB>q~hROcGT#BWc!)Y>)Xo;A%P`8clx^9~rn#8w%he(5$@8 zIgmVF)ymeqCOx)uWj^E}-D2;z1r*ULtKX&0flFO;!GN?N2GWla%wfxk?YT;s`HhjD zj9n1ApyK<-Nv>K&%y9P5a892rrE;NDrGOTIAup8l>MDxRIAd7inq zyI+TMB4i@z@-~jFx`$SS_n$+zfX!yz#Af_Ug|FFnKc`8?@yD|DS$sKCDXCuxhXv;U zIYJ7xWOwKvgHxT;&r5hsnc+j+p17MlP+ZhhCAO5beRKje3^Zb z&W84t94F6b>lMtGf8CKNaU9CHvoT{^3+(>VBdBLNQYb`7bz0IC#8$%nTSw7EMjahep$p>wZO@T=6Lq(b{ zD?KyNokR^SX=4e?gPmCkiyrzL_=wOzkxF`>z~6u*-pUH%;sde%{~xBJ1w#%>mKa?+ zF`vBYa857OCF`p{vWJys-8P^!$`)+|b7$2SAAB^z>hbn6i%RJ;Af9Rh;_hq%VYHIy zx|wLKVfM$;y8fFpk#tS@KBsBYyA7{8B-f{px!r-Ta#FL=?aum~?{~0+=86FAM7=kh zFzS)~Yb1(_-Z`-K`#mM7@9`|tWRquMvXCpwuaT`ZU#Q-vB&-{Nde#}e3%EnNP4+bz zfT|}4i0-VJG6)T&4OCufH?;p&ryLgGd<~yd6=ElgdcT}7ZU4Y*-m5w8EWZFSzr3XD zkDv9-4aett3q43ct)_)Mv4_%cte>d8Jy=e;XQos6SVfExF)By6A83<#rP_GspDuNr zkAm&g2=%@0ugK3`b1FcI=7b%xI^2Y9lZ<@u(*h^nbLBhto4*m^K7fzunMDcy#}&d5 zAOn}#-JA*cAI=Oo-6(fzsr-jVxyMJ&p>J3A)MoV9%%+x&IM^MXkfXr z|0FG2el?$QGHKJ}ABa|O$K0rF9qGC;str0t8@@Z&fepZBwpsVvID?|*24`z#vCF4= zHK%9IrlM8!jEeebwStx9`3;XGm76zjeg-Xn?_?$8yYm6D-PnuMu(f(ylbxCFjT-?3 z^7{iXV zFHOi*k?H$QQ^kXg@qdkPjvmyhUuPSQPAtsx+Ye-kngoIuOx+_FJ^)}A}79nb{O&4c5) z_)*mzZtySrmdg>CT5`8GJ1!+c>4aQpoZ&F?7m0_wvlMYZ{x;cn5G6ph6=Tq_)si-Q z^EVu(VAre%ecI|)fNT#H`f^V~(%Wl3U^^NK*w)IswMe!-4vC(?8_rQ*xx3bnVp)%0 zG1Dip3^dS~Vv*zj% z+7ukZwj3J1d-E+OqWb~ZD`Tv;-oAJDbwN)pg>~i^e&&8*8XDy!N zUEj;OcdkQy6UI(Lj3Th+L@jp614QRbJ@Zmlk-odi?8W|lea4ih<=?;Cr-|uzm0j6L ztYe@q;L5YVjx*18j{+TT^J37ZQ(0ZnajQ&FST)G&aB_uOVV-q}?RulU9PG<#xE1t}7!J3e_()bh^XKvZhdQ z6mYuKwVRiV8R)CEQ|FYM<#jq!zkC0gT;cI3Dr2)6JHTBpYHtECa|cqJz=jg@IE-=# z*^evij$Y*jXh1d^nnjm;_xy!iQ-5uY`MwYrKe2PGc&F0jalpV`!o;1aUq2>b#M%8kmRv3E7*FBU^n46CVczNib;zj-i||aOGKy9t*}H7ue#0a zBbj}o(z0Il^!Z~TeP5j6^KA19!W#peKW>)KC@CK#f_~NTTGLf8`BeJevyX088mUE~ z^vX8mik1X0*bh0zn{Mwxw3mJPAn*zx5x*ygtD7X7F|$NJ9*ajSyPLI2W^yske_RRY8)ZSY<_SxT z`qv{dq1|PG5aS^^tLArVz2+aMX8XZGUkig>SD~_EJgFi_3 z5@1CeO$Ve1pFkWX)!kUz!p%6zQbSvF@ZNC+hihE=vo8k?CNL>0%t9H_fluM<6LV5i z{RJdwRHWtN*eI7dr;VZ7=Ejp1DgSpdhO_0fUACuygTWk(6dp#I7Jq(hgiMz1*KoXA z7{CxDgQO1Y4>wB$+5l;zerf_Cy_EpsnB&@aSoJJ-30+aQKv9~Ff z+*wimA$%k~LY4>XtsVz(^`08I|3F+6v>;OaJ<<}?A{%QH8Tfo^kS)B(I_YLHp z#EleCbh8B3li1f=*kWfM~5T z^zD&sWNPwf#Ap3%3mXY3=;o7<=&A2z2`G%@ zQpHgARY`jU`JTrZ!;S8W-CyC(g;F{_S7d2JG^#u{GBE!acKh(zuNMmrc%!PQKi!tR zAKa~9%h&Ztq>)rih2mit-sd#EI38|+UlW-EL$97#RxQxoJp5<5afPsi%=s?-SRZb1 z)kD~wl5FJf8Z2xW14W?K`dMUgge9~w5LiWx14+Th{fz`dQ6@AW@%t3JLgKAg7hD+U z=f}H=)34e; zel*?7>Y2&qc++tu@%3;rqCH9fu1Grhw!@$m=(g5wl2MIa3LdHGp5*P|PoVOt&AHkz z*@jI|Hkx*XvW;4XhAUPITkwOk8JB4H|4lEN&i~K!;xnEYl1Hogq9Vv6MO6VXt@Hbm z_@714ivdTgMi0VT;z3FlbxGhQ#HdrLJNMkGbQg%U3S65ZgGs=Pi8+a%egg4}LZ3MS zVtB!hc(};T8&YamM>@Ih-m|}e3u8C+0Tw7W)3DsQda?Y}9F!X9(CjA37F{Fhuty7S zWlPTdm9p2|)UP`bAI?dkg)LAp?bYKgIe~$$z%pWDDa3=O%_~oO%g=8D&1mRX=T`pP zv(P+78xoD=bV4Lo*ZrM0MkG9LRimJaO{CaZjW56T%Wj*EeHrr@4a6agYxX|B^5OV5 z6(vkV{Wn$#Jld*b0xynlgk!bqvc1t;?<`*o{F<$+fT(e@fW20(#V0Mv#H+zYWYlvh zWPR3du9+EVm3Y$jpgAl<1q?VF#2eN)oqU9pV^(| z;lgsCqb}1n<$3Jn)`rdfKoXMSq<CZpOjyhC(=Ir!>uVMNPx*BYJHh+n{#%yrLDDZY!^8-3l)v|mTuo9&;`X=5(bX+z2 zoYS6FlJ@#8z#ERCbr#EiVKr&>|3>mgYun>X36~@4`MM1s|56A-A29ZorT*j%a+Crf zlheDuK2m=V+JNuj+I3jNG(H(qPAaD_;<$D1u)_QNhUIwQ+3u(GCQMNW6!3BYP6vGQ zfWc?BJ%#Dd|E$)gF&7h$8&egCh~5=;yF?n z!4FQX+6`r7dLhQB3~I>UuE^bYKOh4`&}v`|blDA|}70>xJbGdJC$TPrOfSyp4Q6^=`VsLLC4zI_Rzs`;vd>7+7mbdqF|r;)(7B{0JhTw8MpYq?SwYm@=BKsTAptU^zf7CgM3llt)$7kkq%s7 z68LSK58q77>+!r96!$q=40F&bu*WHpB7DV+-gRAUR&F-Vw`rEkYZT?3*l6$W@ zp8Ns}U$_iZ-;U#*d=xHVp6;O5>gy z6xIB73%lY4l%1ZRpBEZ^o`?dbOZIewS=|;--1gp=(b`y)0-KL~#_Hn0g@047>B;GO z%gc-WjVjKx^-eaOxA{hcuZNs7iNL_?1t3qJ!RsF?T?PZpMfCv2ZdMi9)Dv&yb6*U3 zXl0%R=*Pdnh~yFA5gobkPlMTZJmBm;)?*GI;qP$;D_R4Uoa@5wv={g7#3? z;Zh^d^_f#vL~e^+?p~VTgS3Pi3lBKVRHtk{25()dd*LTPg5&FxM{y#a8*&Be40Bi+ zgx{{faKBb9qwOe(K*M6M=!Y+CEC=sZ)~S1kl33CRN^0GL#j_`sYF?gpr!U4NW-xNLNW-WB8@74AXG!j!;-fM?F`Txmr^t(+ys0Cm_sQc%~|rtak+%Na-EIUymd3qR5XoloxAS@pcu1Yv=W%s=I3_}p0W+d-C9b9kx^>77$HBd zrg_<3r&g+E#*Pgp-)#pvqgQI|kcFE1Q<-tvyIFC^N0n2L92c`#c<5}8EZ=W*dJb-T z+s&NF7HF{E2fbQNQ-51E(En(%sONF?C%JwGAMwxZK<)K5Z33VEM0&(gg?S-h-9!g8 z+JpY=E|?H8>Qq^kJ64#OnYMTvm#D+MfUyq58w1BwOF6(Ba zm^m8siN> z=ML}#`#egMS&^w@&*NE}ja{YHZNm_LY>CJH1a8oRZ{*{SsqHi%I(XWF7}i%%UMG%fFVwi9&1l!bTk3iJ>bY+>|qj0>M~ z&q2Xd3MjQ&#d69@?4Hei1!?mvPOzfbV`!mS)nu(@x?$5Xnhf{4AyVm9zIJ(V*2}M* zx3)?R8f*-6w@HpQQ`{UMu>`u~I{^beXQwWAIP;lyxtH1cZ~+N-4l+rVt?NpDSXc%hRRE2NkAWk1GdSX#qjF4va529HQmpOVQ&QWe?P) z0Zid@TubB~%58F|5F4`|(C_#3V4D`+**Wi$ae6gH#cDpU%wF5rT?C zSwB>dhOh=KXVF^1;+(KB02e~gzCJ#~|1*P~Ju!E1P%5jjomQ|KJ9~N(F&d|q8v$5t z&AM?S?J1}hF54*-bf3=6=z$xZ;P)iJY*Xe%9cwM#y7NRHP-OcyD=&CYL1(ZLKOEV| zcxju~$A1=fhdb^Qt&rBI?2W*4Kn>6kiRDq8rP)gnc5@K>WhX=LyuqWgASu=$9~Nt={T`31u9^zB_*#|T{6{Hf%0dv+bb&32Uf4 zx!*QRiP4rKPQvrPb<+x}{`xU@l*yNJq17#U4QFT9F|CW$kePKWc`W$UcVOiFmP&Ohl?~;++y^yVV));hDXsKcS1!-cGAHZ~WdfcO_~%T-fd@`G zEowCX=faMU+7YmbL%Wvb!U`Wk290 zXv{evhDTP$aQz0H@4Ge)3pUgIXN+4gTZ_q#=z}myB{iI6AdyQ{^fe-nj4>bJG9bYoz_}p%++MjYakAeqO#VHEPzZagdLB7&VmS-f}Dx^G1b;*GfIp zTheL1btlkmYoCf;kVgv|X62#ZM}=yxB#-)aoi)x3Y=s9u~%Ut?#W zA_TrF)$O~NcP?Idh_oLaf;Ui~>tZ43Pp+e`vckTo&?*%wBzO#dtc@ahB>NgRjZ7geT(sPm}fboVQ&JgmTdAM) zVNh#)9Gk!Q??aH?WCdS`b=ht9OBR4n z&CuVx0UvKLqoZ?GskY&B_VaoL^_U2KkcmEqVBgIjV^j5o3_2hddDkX<#BX}y%(5#4 zk2e957@C;&T|u6|Dq$$Wqm>8=6*RP$);BQ=~oOpX}egQ^flD-f?Bx{ z`6A=TNaircbk*>Wc^Zub9LdceUT-HF4+n(Gl+Yc(7Mf&?_d!g>?N)uVN_+tuRo-ClG zR<~w)M%GI@@bBv$zWG4Jh0(5dFz3~huTL8{c4x^wOVi;X%SN z94?hgcDjGL?I|!*b*`EIu4B03cYr&1x1@<^E%fIywgcM|Msd4gbNf#@!E6JL@GLaD z*LWqq|EFYQc5cJDEyAnc<%EMHD8@)VP1T5*%q0^RYx@EO1NLHyE;;bB_m(k^X!`8` zl+gey9U0W+l5+jK6>%mo!)ecY5olbv``Ut&{>_WxjD<5q*qgy`Jk37HqKJ^TMh!N6 z9EpFcB~Ar49zU_m@E)igJmQ3f+zZT}9?!olQwp1_bI0+8=w}CSBpQoZ9p)u8yyhzy z#k+{4bH^Ui{aJp!`7cPSO~OOyI? z4jCmN`+7^L1xF=QW^9)t&u43%i>IVWm^{bE79t9}3DX<53J+``K-SNrQ2cVEOtl9W z_ZQp4Ge_(cVk7BA?>i;i5DC$23DtBZ22*TlQ}yA4<-#ay;(nRF`d0~Srld)(;xX?`QnwBKF*UANFpN;paAAURzvGL$<&^`UAt1Y-)k zUKOu)4tk4yC@7kQ>}TiLYpQ#e{L{H)1&lVxWPMYucH5*Q!P2n9TV z7?D^MG(#p_re|c3eXJSeGa}#P`giNMgoSs+x7wLXq5<<`v|x;iSuH1O;+E|~3#w!Z z7ytkt=aMI#ls$9(8TVaxFgAQa>XS)+x=%E0d^wu$J7#^67?==}D+r;dhXAfNE-*i7 zA4n5(JU!3>3Mu?Zy4jH2)w>U$e|~b##Z_cR?;gMAYk}_GQAFc}TcRH{c~LP4p)*t@py<0{P;!Sm3++4Hw&!J3|G3s)A z19Ee&(cSXheUJ~O{V_UXjNWTL15~6jqeklOK1>33u$j{1)1q^)VQ*=-8U~(%C1>{S zdU0car@aXpL`!j?dlimsh*M(nh8xB4` z%fdmL+#g@v2Ay0Q?$>OH`o(-WhXHl3X=nAatFuD5R%vRt&r}d#*Ji%_%F@Fcp15>z zN;(ztu4jMok$Q9MBtGDzYo@-9%y(j|{TM$X^fHML1MnG@C!`JsJ~Oa_*-***KT3Oh z3nJMo6Vd!Y5~0=kM7@gp-K=@ipquYeR8GRA#ot8e*Vy6SAh4ldYi6(n z&~@{{%H(&3b!rZ8kiYP`?Ir(4$1-&7@R%c4Ai&+xn$VR{on0SObk}<{s{Io!scZ?I zcn?qht%xG`@VKXqs~f&`#@u`sYdMCHu#Fe zYf42NFN|BoWc2as=hG@1Zr^TWnTqSv{b(X010vXerOTgquvyNvmG*g}+$0SzE>89X z&v?87utKAlR7e0tTyV5SzlxCj_xU*-~; z9$@JZLwmiXx4zN|3(-qhv4FxZf6%rzcw&M>}v;_=x zuS?Qz!+2Li)4b2C+j10G&D5H`p2g-)DlxoWW=arruB)i>mU4ed*8cn1SONJUZl&wi zQ%uVE072w;)>jw68b_rjYT`TaD5OW8M~G~mP#CRWy zxgV6}ytv$&c4eEY+6)KW{%$@MqG=?*y`j#krN@59@7s4H@=9L}uNP?%F99=;L@(XB zj%*@e-}UBDJ{^#>HE1u8ErnVI1`W)w`%d(B3t9?(yz~k+X$yF9;Fc{{RSpU~9e(wj zk%)`)U3V%zw)x|aUR{mpvBr1*`!+}D)}lR@2M}C$wuP2oMA6S7eUQ&|Z&}V>jxlMZ ztA88Pa4e1}TrDlwKGlc6I$lrlKf@a1^xcsBv?Bzo2{@IvfH3RrO-Ozm?RFer`VKa- z{DIfWJW>K$FO}v(#b=pUq$j^HI;56obTlD`aT?)ntwSCWhz{RKbcK;twfvH4uK^r7 zU#-upYUs$ScwLVGCdG0l)OK+Sx9bsF!9fF#s=WP26ovI&EAQGfGM# zB|SoVx;;93M+0KcyB@92oTP|7Ch}CCyO$#Q6-WcX(UCHWY3%t7ZXD=v88fAx4VNSuF6m zU~)=hOUhL=NS|q_E3&41FR{|&Zl?Ae5QMdryiISw--c?VHyFBaXeB^brnPynTd)oy z-3iM;q!7Wcp;0@1eE4`@l(Ry*!B2ueO_q^4AFD;CjN3;SBrcbvTr~0cOQF(1jj=-+ zQrs_rmDIWNhhFfLtp!2WgWk`z4(Z2~M3hEy>Yit0g*xo-3rK&WQW-JZPb1tB5wE(> zyRfpJ9TC*l*b)C86a6H{u3%NS?Oq5l;3cqu?`$TR`W*dm1=u#c2}+4P*$1O;LYA!1 z8V|UD6XO?T)&_aXatdQ>nnx9Zsy8KOWA)v`Jb(fZWPd2$F zJSrJ7ZLzDA#Ef<{laKKVDT-xK1eoCIJfXReB#JlZY$=MU(ht6FwsU2e9H&kXq+qv# z>#-(}5WQM&QX|Axd@#VgUE|zH*om0;q^N=o^mmOahPK%mC}}=Dd%n%^SF!c zVS%HTY77?88BsZ&%#0mC3ZR8#qR6ZB zp>SRAHVnS(r~$3=>A6?$rmJW3sM&7z6{5B-@HAWA^_za(#*JNeYWo>wm)AvfdqT+> z&w2~=YVQiB`yf?&C~;?&(*Z5Qbm}{K1)aJCs@qE~z#V+Qp-fD%=ca4Tx2a>sCx?M9 z`g@Nx<_@+;t&Fe<-B}1RaSlD4?;ur7tog-Y8QflJJB73PoBq@Ql|$3%Z}yS=Q#?p<_2oD zzNiS2J&OtTu{8Lqy?W}m(%g~PMSyuL4K9FrPR9rI6Lv}7?vB}Ird@*Il8=`SFHR4B znt)l8Zm#Y5Q5CqS#Q6O5aJ_Q=SCpQhcR+#7Y&~_8M^%i$6SH3h!o0p}hWQR>moh08ejoVkNbbtUcWxQ zB>RyDS1Z*(x)E!i$3XH>O?YfB-;#1`rc8dDo?V7#RHgc8AQlpTFnVEHq*pCrCkqjL zs1$ok>hW!vY-)0qjw-<&Xk%gOs>>=>32XXgGA?|y{v<6)3**v+G2Gx)Czf zEX4@&>3GWmO++;4vDtBOq(Jn#_Zgrd;ty@U`TYc7kn5l9)ph`m2vL?z7#p(b?Lv#o z&3otCZoomx1>uoPxylMDURd0Ma0kwivALaT*c-XCpbhdF%E+hUFG)Mfuk}HS04iuP z`qNnab_4twY4oSDpD2kuh&T;Bpq3zSY-*Zc%s7t#_Odt`_H$f(Z+*Vd8Q$9yfr zh*gl_C;>Y@uftO&+0h~c(wDl%Cy;Z`>g{I@H)!|ZT}qQ;c>y=q&m%U%zpTjL7-Ros zIzT6;kvb0fm^YNMI2G0l?7WYW2BoPj(w96XXh6o$;;=93%?LtChwz1oS(=LW)9r~P zOO;I7j;W?X6Q5X||FcKTIz<3^*J)Ljf~)4C?0&P9-K&~0gJykuPA5Sr0kS-g7>m?l@x$pO)$UD8c;9~P4U3{9;RU>yc*;JaRZkB09fK++5 zhKrZY%FKtd5)D14K4bL07x?g3gI1XNR#n@d)a)|`rXXGc^8^N7WhbkaR{ z`V0Ob*0F*Q=6dm19*Hx92wq!Y6D}R~vSaVh5-uP89AV#z(0{w_1%p&5xP1; z2~r@h2#~qo#`_a;)z-=W4nRlfW_QCNTv z=Ujz3AHUWO zM#7QS^l4SekV@EgCYkHaSblb!X)v`Cy->J^`K5TlJ7z~1lsPlKxwI5=koAjj*A;s3 z#Mc=`nwb+BgZPH`uV^%jcOq0|Fi%vkC^7gI%R?w^#~HfyZjuHBe|%K;cOx068-rU{GU$}=!L2w z6p+-%T42I-QtN>T2WR8vE+a5>x%e#NX>)Sw9W4b^QUW;&dJLNxgIO=IfqYlG`p(7! zLTaWDP9418#lUP_c7JiDD#=DPfsYTu3{UXI(r{ae(^vhWz|G!$A@2Zxz1G_Lc zER`4}t(6agN4Amaq#?iRnX!*iGvzMbf^1)_ZUH24<Dk za8~|Ik3g$65w`hI7pdG^+gvnuA()q6XdouS`tB~o;A*ueqXxOQ>T^TdoX$};4F_8o zB#iR+H>ZMZaGiP}*JASZb-i;Nj~u1UZ@`1q|NI5UVI&~>al9}L!Kj9SXnr*Dnft2f ze%=}t=x%QhA!CWbXl^!gyr>ld7h%wUU}6IUn6b-N|83_T_w`}c_Q*8l+5JRtLK-Tm>Aj5*MGlVJT2w;;p4$2oYenLch~|bGRY$nqXF_ns$ta8bOTtlLNjZ=|ulb+r{*ReUy-;Vam|U1Tg~k zsZBef>=6dCSkStqJFdJ&H*2Z976`UcTUFWdaB@+flbi9&r|9Cz)F8mtsKS}JV7!FH zriIQ>iQ!zK?U8r3D%2H>7%uv`n;v(OGSL0Ud)0-*h8+PdsLMw1mtxd|%t%e`Q zYcRL7cTqL`jKRkWR_S$o1SY!1BFgf6fCC5qZS9{KQotna-AwbgsRMrpIHV#XbFE{% z$T~WzgcSRntFZ9Em0@dToTyz_l7?25LlY zjg^&^6%DPJ3eg?DPZDZQNF1(R#cuKINucPqU;Oe_C}FN;^P2926)7h*RSf3uz7`i<|!dd+m;+Mpn}gC_N$ zFE>yN+1>$e^vHCPko}?6Oq&wrOkvF(ZH~=OyfjfC$?mOea8aaum3&=+dAZebkNB+Y z(Vd{65sJd?-^9s|d&8n;y|L`dV#pf+WVv62?gzg437}7iTJ%JQpDh^G)NCV`*3emo ziqv7$_!5Au8zXaoS0wp6`Lx{gSRhc^|_yGBZSM=68;>Q$kPxsX47#Fu)fJ@E>8(dlYIfv?<`ESvS z8i4wBU-#O+h5b^eFRuaxs@oX4DBpVhU-w|6hz^+YuXl`nq<5pVdAvhu6htQ)|9A`T z8I8-YFa>HsjF!X(k}B-q;N52B>kO5$+hERSjr}p@tBK?3vHiu_@%OectVkub%%0|g z^k^{vKZm_NPtVfnpKY69!4^+NLSM+O3%vGCr!Kk=wpGyB>kVKg~#hGdk5TBeb z<$8p^z-RoXGo91PkvsC+*f1oJ{3@JtR)WLD9eD7Ttjq*7X?%@tG-$lb{~i_%Xc1b% z)~9Q3^Vwe_=A}~v`#HTm=0ljU^t5r{z+*>Ztl)HX`>+EEoDc&Z$l5({*?O8`b@-rJ z8(l9o`l2+C?g+bmBss)E&iBIleKVEP#t)Lsx>fU)Y=i^^y7{DnZr_b#Hln(Dvy1fM z^H0e0QkEqJo4ket=ppagWMzSG!zXR7&s^3r!Ut|x5G6>JXVKI0LEm>q7n6_X z>7P$caH$h;Bpmzfh6`qIX1?A2xW=z~oMIGQLJ76~2LY_uqE40wZT^%=jO+ZxYZ*WoLEg~0sNqq*!?-a$l8WZjX`iH>vlvE}%)pm_+GKan|3=<@UpMKYu z%;}Lo03`NivVuj__wpfODC0^8DO|#Ps-`rzNJaeKY%hsmNT*v2qI`PJkysG4(Q()gx?9r9$O_G~}wq?Fu*V&*IL<96CVGCO@=vGH3Aaj~l<7G5LNc7!w%d_hy@noCXc|r`UN=C`}>)Mz{on_{1~NH^GVFhtwynxO_5BAJ1jS` zN^G(B+G0M8%hY3OZOB_UBspf!lK{{M13;s{c~P?Y6Nmnhx{se_4@c-?{<_~lsS~hu z%u0rDHZ5N7@`>$?*beIm%k6$m{A3`d;X3*TE8C2Fu=}Y@lpJUD`vk{2mE+$)wfcdA zz5ddq%8n_466f-wvf&^oNW~wD>3g*0XwG`HG2GYPt>aGOQwzd`5n(q~V>jwNnY1Sm>OrOHoBZ7kB1 zezy%{gUf;puS3)Rq7=rSpgB^|=LXObWlU?G;iTC7alaDni)E&$@}+i7z!l+o`b2>< z?TG?jGU915oRB(@ag8@(N9+ci5u&cQTBKQ>WBW@il?GUFpqs zt@>7o+WHg1=ZsOkP11xCsF_}y;n8wZFp_Rstu{?s(EXt?atk=PQ=K1GZjrrA|7h*3 zFXF4Q9n0>@N7GEQ7j8e~w)vT`(Uvtu5!Wz*Pv;QDyg9*ba z&Q)8RLH3MgXikWOqT0@w!h z>b?6r1deky4PsKs0Jjlv|4QTqfQdWiqlZwdqC&;)(n0`*5Jd@4HM-%!8qqhgTS z14`RGB!H|-L~Xq{Mq7H2E^Xy}cOy{S`7}xQZ*0I9X*jyBZsmr%mXQjuP^X)R5xv;){ zHt+u_QUAtbXP{9{q;`4RWn%|7tN-)(8&vUTb-MhB-Sb$EN57$Bw%^mrF&C4@UkRPp zlwv^V$iFZSIX!l4YvA7-?q5!v^raG0%f zS~dT>p&EN5Q&^u$kM(8T!ZiP!xB=iBM9RflNeKHly|5fv6_}%zX+UqX6&@8Wo#fI@H zqYm(Vg+@2u%r!?oX_@kmu%^C2xbwbPPs_SM#ur?{Zs6|WQ|vLLy2uixO@9c&(QfU)i`@$H9 zp0x^QOfa1Qy-8#+(@+Kz!=c%zt<43lizD~8F|>OUmlPH*1$XIRej32imsD}h^b9$b ziX12@=9D=Ni7tpliD0K-c%xn%lbg5&S% z_Y6h`3hfZGvQA?t1Er+>@Z!Q}z`tDpgIqUY4?UdS`=QYt{{b*Vs>pSVM{21I%)?lXwiC~w*F zx0iCfd*d_%QH(gSlCRl~LL!wp-D^tQ#)c#LrgKMc<}%qqo19^Zcj)x9C!A`~@$=a; zzjt4U7YA1`KTwG1e)CzRfAWgouN>L6;D0WKaBF`~%q2HTT{KS5OAL`{6knyX-rGNt zKt*7dn<9ZL9U6CAPz%1(H2#kZCAf;E(ft*|$f6Dj>8WC2(1PkqI0v~oi}x>HH}ZKi zSuW5yK%1Kizv$+Uan8TFPguBFTGBdd&x<4AHz)kd_>%v+`&C)aNddlFXKSM{w#{>} zH*d33gj^B6$UxkY@;ApZ2*iVJ8+#=Gum@!zN6|}+Izr2pJV&jx)x3{mkGM?D z6*wWO!uDrcrfjL@>fT~awHC30u`0!e8d-`-c-?A`y1EGI9hZ6(Y;^1HgdEeUK)wok zvw+#gO#%4wt#@H1?DZxMBpI8LYA)*4Eoqf3YsbT3&5PX^Urj9*0*`Ur3w$I#@k?Z! zY{X+8B}21GhtE$>8T2laPcGIgFD)e|V)qgBBZRX!H@3`-*WNd8pPTeAIv;#?kpKD^ z`^XN70{~^Mk|D}j9Ovk+;(QRw5;X%&(O55$wjYp`kyb0Ws(=(Hw9(@P1u3ox-C`b- zkEhTFx*HIVzXN}@=~4C{Sx|frENLLWswV*c=>h>6!(`Ve{elohPo(rM%um#1=Fjs4 zrt7M?^5OTh!@fyRzWSxcd8nsn35d1Z-b-S47k0KA5_s+STZ3vs=vfEZ`YHU(HUxOvT?;PX!Dgn1Ufu-mLb| zQyhz!&!YYwCx_)DYf~9QsbcQ?g$*RtjB;OYIxclYFbTDEg>wKh2b`7oRau2ePfgcf@;*9Q`%4X?bOW_ z$0mudK`DRW*d~q321w*D&YOwG^T>3b{|l zu7Sn%s`K+iStka_X8Pn2p&)9D`+>2_HT*cH`8DuHv`D3Et7v|7A!u_w4Rn6OUvb+1 z2`X*@fG}JM;|gB_;V_*XyofH>5h1rf^)u^*#jo-kh}9yM>OOm#J&u!kyN%OM(nn4) zZJsO49{YEM9f<^wx2a|<`COCR8vEJr;Jmz!_cQ_g1{^&H#dr(}bVY>`5^@Dzm4QFL zYbZ<_Eb4ir4eo@0nW~ek$PMHGs^dBiHsDl70HXDNe-CnNawclgF*?V4nx)!5dzBYkkI03e8Yc0LIhkfCqd~D!Qt8-2l94 zJzWtx(Uwty|30et(z&{@kw{%?D8dbu*!+K_{dYW;?f(Fbm&ht9qKv4>9t}GqLdeSA zx~-7CvI!|dGPAR@_ujHs*_#O2d#~qxQupWne#YzfdtT2!y}B;fd7Q`bKHhsa_M}F= z#iPoQ$M*K60EG0H54QlV1OaKNFsx!rVte&I#(~l{)51`NM)|WQEXu5x^H(1GUFLqQ zz+<+98YX9mS!v>Aa4hcG7pM5?ubZ5G!JKzP3ln-K6agy2$l>0mwsXi-AvaXZ_!3!N za~^QU$Pvwr%z3hYY87%N9{b%8*kvloiPL%)hl1cMMcpXiN24x3nDmB5c*4AP+zO-nh9mrzQUS5h;ney zlb}CTA6mB37rb>|GUtcT-~N|zTm*Oj`otlELOVhE))N(T^0rwHg{irDPS+>&C;}**z4H>02AbmVWV${JI{}uWJfM=! zp{)(_uIH3+pfqh;HLU(90OpX&ec#aE@6rbhJvI0~Lp+)ci{APKTh7AQ1bj0LG@1#> zl9tce>5+vhX{vrp>;*(flQP^%`kgk2K?P6zKy4e6sv?0W+CDcL!te1hxZvyOdM$J^ zRlUHNh6cUN$`JjNAM|k^ZHWcJlQ8%)Mrtd^vs2Bq74borMU@eu)yM*Vgs!bkAP+b} zNyvc--Wm`UF)V4F8yJCs&$eK?Q`u$M0kchxhU+8^=dXcb?RtA@z_*nti{KYR>KBwT}bB%#z&=YF4@U!m0 zGV%rFBsj?G-0;DUJndPPEArZv35z+vVKqeT&QDGKq{gL%zki*urGdm;Cpn97IS~q(@b$&A^_Q_E-mEb7Bn=>Oc|G;QC<1}&< z9x?TICNhDH%+-s#v4=T)0^@YNi+wpwG2H=_R6IIfK0NEK)Z8{GqtD>lb z%INP!W?CoT0+P@pn3i)?#)X!KMAlf+&o>~*T;+h^uU-?KbX6~M6?<6b2d5X{x9HWl-vAm;t``xDh} z=vNY+PIW5g+61NL!pp9%Y;FqH9mtJ4wWwVQWYV~Se(6Tw@5Jk>HRPTv&y$=*OA~~b z<)@)GAhi!wWys0qn^L8#f{~N0&6zFyMy(bMMbLp0d5s1iY(V|BaBPc<#I*;;F%rad z_@)$R!3|@nKYEd?ce(r17W8t4EdGm;tnvutrK)m}x6OBy%2b5`v8Z$zn9?Jw{tv$$ z!W5j(reYycNU1E%M=+gSPI$sEc=N8^H1$_6Qn94St62S|RV{i<-{vzb*h`K>+hq-V z)83JCS^vuWoj4kdgsgU1#xbZh84$qgP_pA7;G70+$3$IH-3O%r$)*cd@YDK@Ac{g& zDX(oGk@N4~67(8}9*mr~R`KeD*R92+vxU&KZJKaay-l2`HT_Vcc^&IF#rm=>x)@)o z7GIC%ap?S{3(3~q$6S|rcM&$rcXl2jW3~C}?^0DCk<)+aut#X>e{nl_q6J$~jhP8X z6mYzr>q$k&nxPEA!=*I9XXl_ngVze9KpftESwUkw>4yk}YZVVG{YW^>uPs%bl$YUW zB?ESNudPqxXCbUbKA(i-0x78AT` zD?cjYBAOFuCI`#ER#i_Knu`{eq7gGwaBV{a`nmHLs-Qjo_aUqi|)N6eWd&?2R(tPugwu51>Mk6{Q4KWAv2M}U^~9^Tkew4Q+v77D2CMYJS% zCp0ZpRf3kr8QS-)+;N{kESSC;`U;q?P6)oTwS`y(723ixzL!eS5aTRNvb@NkoW}<} zrxwklBJh!??GaXCLf5=2Rb>gQCJwDWMYi6HphcL1r&b)_4%m^GG)zW+vwF=-D6E%T z4F$YyOe^iTaiBA+2lcwZS^F!d*49FhnSl$X!}ehWGbb$KIUI$n^_fL1J_g8Hhpfj7 zCzNmpp{k!bX5a8J@Q@SMG<*M+Y75F$)6fe>{o)_J3PP7)@S1eBG*rt}r6F|L+~j?t zGZMj*^11jV7-;kell%8z+i#`(nb5m;)!!L}qBH2ZMBhdem z9>`&`^j%?0%J}+BhdEA?BrkuCHqD8Us4_#H>tpi3CLI3h4&A}u5wRFF{t*-5C`vin z)gz@gQ{#ok-0vKAv09KnxlCeM&iCST*<^&^MRD0Ma$3z%{FYxQ)awWk{u7uz`2r6O z9Csejowhl*FP-Z>^jiC~4nFk<5}4ci5zpGfLIC{w+KAjjb}Q~0E9gD3G23On0%;dM zkPUPqyx`T{$v?d2`+{zo~?<=)?y0b6~C!eZF_HAAiRCo~oH44MX$ewg5Mi;Ub25KMnGe1Nz=v z`Qhf5qat(#N$$X_u$aMtggN^EABV5^A@;0xJNJ4gkfv*5$IRxflrI_3s~Kv&&%7Vh z{WfCGGzVeB%;i6oJyq6d(5%ygfI+zt69g`vUI&j{g~L@bL=0l}S5|plwP611u?@#} zm||Al)rAN0FvsT<-u~m}|e*Qd;c02p~Ep$-sbR9gUr-0ih zc(qbR8bmkak-1FB@g1tDVjyIZ(|&5<_GeVV%pyn+!P?o`X%xvb9=TZSDH(DC@_mAp z4F@-@tL8sOO4-a~0Zke}l>WIvWFwl05_|J%!EdK1unj!4x!!bdqoIPP+_=Z@yrx=g z;$D2ece42^9<;LZu{g8IwIZu|uL#YJU*A_ZW@X+cCGVUHg?(Jyv%_ghxp{Xc-3M~} zVuXC&C>zlO1K6TofeCkc`Z9P>0vg2@kmheu4}R0+cwlbveOG|-1oUo$Xj+&A z*U4ew=HTa$c4{j?`|?j^Fk-HJt8{jTOx~t(xvzL~P$4DbWQ#X4ZpI3?(#wS8b3p+d zZK;;SJ$A)xi~1k6o|k!@9NZcPPBUW)n3$mfq)uU=vCy3fcc6}2x~+;rzPZo^Aj|sf zDrGCwYS%P0w2Vu2C5U-CA0HCJz{Ve_NOz_0<9J8{gYfiBGRj zeMxD%Fh#1@#32Kxbwwj!QcrucK2hFv`jZckSO{&Zd_I>=(sSq`&QoAi%-$|N=<9GL zU!lX=UFRc*;WFDU`haOcYE5jETk%Y)Ma-NwOYhHLBqE3L#|6wUef>|=hYeKd#|=Tj z!ShhC)W=l=wfveUC=+5qPz(7egi&qB>AAg%YCFi#IFjI*HhRznu7Mrdhjxd*+@cMVMR(~ltQ@0Z%lDdcaejV zu|w{~!Tef4tXk`>GEQ(qR}BnYhioMXs|y&t=tkNZz^1NUfeO>?HRCzGovlS;jW#We z#`+;5mc2`4ynB=THspUjrkXmoNper6(~#7fY$1BF14Xuvhl|YoSq$ZMB5$8RL2bAh z)0eIxOd1n_bD+vkjct?c`=RKW)S@7j`Wp9Xjw-0sxtlJXq7nRjN9}AXRLW3~#R_5r z0o0EVcP5CuQ{~9HEwu6LykD+A*hJ$~i*9s%8IyIXZ0D11z1{^i{rbcDzloQg374i* zl``;{20h1IM`>!gaNtDP!0Lal<{$s9T18D`428*X58hlPPRza1-dtKRRAAs`9C`G( zxAnS}FX-a-SJ`b=u@YNVT^P8w&WBB$T3C~Oi!c8y_zzp;gdqO$g46$|iGyOk3!`{q zA&kAUz8)ZfInhwtn=d9+_T6m(w_ z;Y~Y+@yxQhN9(iDQW~`8#4l@q=Yz}N8ee!QY#Z{jO0y`)(FINHzrhTSWGai;ZQKtZ zexQ-L^A*6e40Dqm30=P*(4;|)5;Eur_Z?AnBnMS%y+pKbL*A#@W;GumLk^q=ehe(M(E%W&!ozMm@q z%B^)#a>SLB4fT6e`4F3YpzC`>J_8Mt&Zns;P&V>BJQZ*M<*xgaK!)zCDzrCCAZEdA zjk)s4uQbZge@BokTUd&<(mlfEHW>0Y@jcV3r%Mr_me}xmDdifw8zeV<6l_?Z zaegyLV*T4C{-0>@66u&@lu0JMtce`&Wi^M|>GAAb-7yJkySmuAC(Eo-@8;-;;m)nU z`a3-I??==OhsTX9M%WF|;og>Gusifmj64@PtO(xYD;`)ztokqW4U?)1j98v>hEV-W zbN;uZ6(Ct#Rbh*JGvqfOI=sg*3cC&Z#d*7|rjCwFl2PS+6YiL}_jND4b`Jm>(e(AS z(Qiz?iA$~e>Rfx2Bi`$%H>C#$19dBB3w~SC|4Cxj@EUa!k<5`IpRzjIFX;mNHVtnd zm2cXy8*f5--!(2{hZKW(+3F#hRr`k zR>!BWvvYCHZ|1bkLE_n6^8-tghYlpg=DLE%>XH6;9S3p6r@wx&cro%B{l-JPl&y}B zce!))T3#EK9!byp-xB)z&TUAFIa=&(MuS8m;^1lX(fbYPRt9F1Q8~*chg;ut1p7zR z2A)T5C5qqw>-Z=MdhMi2*k`D&nk_2h{c+Cy2R{N3?n8hmGe6@m`z`!W*j4Kz_5&q0 z^R%+G3ZlJ6#owHNDL(y_FC}qPW%_-Q+0olHV!ATB!}A>2LA9mZ>INaw0(+XKW5(Cm zbO_$~M%|K}AIrt7_qhi4XQ&3?;I6psDPhI9(4c&}e|*u#hAdJ>G9uY$qE3eYSY)rj zC|9#L?cS3}JG9Xl)h(&+juh zdz375ZeG5%M?cq6XQ!X0G4Lj77)uIa%I6|{MnB@h<++IUg(Wl!@sEm0;+4-b^|@Y- zl}j2is+D2jEUIT7)C^$O)+16lnxWJX#eP8Z9GVOR0}Bgyoj=Yv{dCWv=)hl*c|-&~BCa5^wi0DO=$v$E^LR75*yzNzE~He?Y5LfaSGle%Qpf?=B1q zU5OHy+o{HnjC+=+rhHKK&71b=!`aXn!jC@pF7v)}U+W>BSnZmbd&Qcm zzC$V|*5*@PmhjV7T=<3xJhQZ$oDBq0Wbc|z3duw!jY3LAoygz})zfQowq8e> zF5bD1|Ce`Twtt62Q8B*ylwypIj(y;D=7*tg!ZA!7=LuWA>BK`#aX=Ew zFxjpCbq+?|QH-BIwE+IcnSanM!X}Q6#W;1QQ8r*=tT<73{XAO~r(`f;>-_8c!Zu2E z6CGid_}u94AJBvn;^98pBi-JA;!jTl^8flmgf5ffn;VD1$%nUuz1*2hmeK8f(=B(@ z#Kc;m>XEYB_IF_$pG(#EI7z9*R-EqiZ~~PA*-Pv(a#$kFOeH46uh4yn$@o36XtGQ+ zjMC|TmtOp1i+}#x4?&;ZnrJVhMm2b+l+= z@^uNRY)_#KpKE$mMo+6TxoJ+n=_5r=S1F-@J!a}6*=X>z3kc1V1`8+4YnJdOhz^ZU ze8dg76U1!i{{gHX6upiLDgGnpm4$(5q0EMJfA;b3GR9>QynqV5D+?Yi)XEtI&*+wg zE1eJV9ULof3QixaZ0(XO6xsAyhd$7Ko2C*QQ=VQ%qcRYFPj^w1M?3|8rO0eButjl% zBRJ~;I^;B1P_GgFep44D=`78K(KlkdgW^YMcd&ErmXIYs_&t_&@qhZ*{!T#r50-$R zr3}Kexzloi2iIFZt$Msd?XJNS4Xf-2Mqxo>VeFT0jPRr$bUuhpq)~MqU4QlVmX6`X zh&|J01*Ejj6b2^D-o{}MsCM|5DsOld!-&}=eSN&>KLyS2&8}mzJ1`$ZE8bnpgAqEa z4>#3_-VP_r29(b^F_nDoaU+A zcE=_rn@+*wY6=lbGRD?2%>SX!y%eqb;kIiPUhsK9V?;Xk$xV`xLM6Rbb9`#I2j<=T~2?# zzQ^FQ&9NuMO|aG+ezW0zAfik5TBAte-hX3M1$V|*svQ!P#mS>$)j4hMDYF?z0Sy=G+lH1DvvqHOq!3Mh(`CqJ z6rwiQm+|Hz-Hg^`Z)7ODQPj&y^TS|zVHti+0ZES}(N8EteM~`zkDu2Dlm7Z{f~rm@ zIX~}w0d3t!+4}YVp@s(aw~8coHpz?y&X6Zz6qs8tm1u?%JCxjcAPvOo^5FK;=nak> zoky+Lz6WuP$yL55uhD7K>;AygOov*cpYrJFq3txvp!L%2%7qVdwzL%%`|`~=s2rE6 ztY2Ph?P2esGEx~*;F_`sG(Mh(cb=Rbe8FXp)6ssg|1sb0Nz&| z4C2D2nqTkkuWam!S@A&jnyUPb-zHaoBv>q^D$gX|{tu8=GK_z#KA5C}o=FPQkG%=5 zc8oB6kz_aY=5b!d($6ieIc~T#@K9?4!*X#Y2`VIUA1%4wZjjD>M0X%nP(T>{bhfKT z%~sE$T8UERuX4d9pHSlL??bS4=my&{xb!rrR=BOUQ_{c3!1)zvFBjB+eZ;?vRor;Cj>` zE4E6Bv+9Aps#LChhlnjX&RIWyX?5kUs+fX;I@vg+^Phirl2-tlV3rDE8Bs7 z`INx)m!?x|{HJR?*0jnGGW@2n6R$r`lh35wBHdHCfhYN1!*Ymf{wBjudPRc5Qipe(tkUbf!WtlER;+V)%8AGLLReXz_Etz8f7Y_%UmbtF^$m61B#>$?K({f~ zk!zUU=Gs7xcBekx(Dxashc|efQVNou1f%*Lb7gi3L#0#;F{4Mz&@o=99{o3L##w)91@-zKqa29l#jX$Z5}_fmS*1izHmb- zfnRB1w5&$4P%7VoZePkQ`~K=Or8<(P!Z<@?r z5xl_IJ-t}^U20%ZZQnu!b6Rbqz_O3WI9WC28Fx`6CPp+@q0u`f8KIVpZL)_o?cDqR zJZeO;nX2kDG#27iGPT-myAygZ01#V*i8S}78dBLzdQ|R+M_~9FM+-tArKe=;_yQ^S z^~uE6VDUo614C0or|+Ld<{A5AUe0IkLOvLHLju1+!=fcFOZ=Ys{Hn}yOc#&)RO6ZQ zl~JaBOD|G%-eFmp&J7E0KAUJcTYohC7UwT2_Xv;X&uME>`);MZhGU~Y@449q%)YvH z3JLOI2t0TavzYuZ)i3{~hjs|= zZ{?Kf*2?F-=o9EwpyncYpkU4T?O3(k347N|A-L_!GYYo`pDt7RC`Gm{4zoED-{^Yo#Rg*Q>wOW8#sHd;F-OQaQ$^a0_(F>?4M5yGi*-=|tJfd4?mc`F0&a&@Etl8y8geFDbVZz#<>P1jjvC3%`n}`?3?bvmQE51 z!i~-(ZJn`bdbi%N{bom1T=+MRzB<3oq)}e)THBDdJbssi-TbLu-`T~x@7BT+a=#@z z86E0&8xG71$`%TCg#phw68f_9M%nMi8De_E+4yjx2s>Ru_wlRJKlv&OT=(*Cl1&v0i6 zr1)^9J_JjN;wD@U6e7ZZ%y;%IC8b~q@vOtIy^iZgT*D(OrQ7WzkpqXV^HUa79TDq1 z4;OSQxMs*T6*sbi>*O#l$AMAnA6z9G@jWwm$jr_xml6RbR!*48_( zuI)4hFsFXloO+*QTzAXy#WAy_vX~6>8lP?dw3lK2!hxvVa8HFzpwaga=z5`4dG+oDI=# zyPt2@>wi9wy8XfLa~oRbD3Qr%QO3{Ks2+0VLZ{roO!cvT9EMOPr6aY09LFTHQFm#9 zpS9b>#K_K{GA|d+>>e{VZw##K%;xm0Ems_xFCU$2xS14PY@yvH{N!zBxggnqhbB+X zYt?0JR}KrDW{7D!ni(!3bKQ3y$H=8xNo04Sw0e2>#JuNTsfTAsY_vzXqb6QO1C+h z`Xi6&7BLLolb$5fz>a^)A(Ek5ygYAU>io}p{6E)9jQuoJN(i#(h!KL2uJ;Wjn_`cO15<(wteD&YA(DF==6R?XMwr+!`;o*Si5p?N16`Q%=Rn zw`ngF-YjH5f-8L)V!bFPjmJke!X}Qx>}J|y1uSdk)9-J-c+1o3SVwfxN6VLOI#ad$ zj(0G906*GV(|nz`fg_9Z9uA3d#LO%{O1%do-4C?&&q@{QOQZw#<1wn7tC?HppZppV zQmfQY%{%xd!{M~{-f3prK-M4aK2=F~&ARw&+m5!Pnr)bURIz-{;B*Kv-0sO0|LdQA zWXSmv_mjhOw4u%ru=`0ZD=HDiLpOA!$|#6Ev;9l5YC^*~V9-Z}OKp9-L}M!G)(>Z{ zhWDE49yLSOi@nPl%o@f6`T7YmYB;1EcWgCmWlAhxFw~xRTC!}-zARUL;3a36U>7;< zJM^R_adXNuTZ4EggKkXnP?~2iJ|uhSa_jPeUM4=1id>1c0iA~9fS4>_l-hodt5${` zi$|6J2r-3B{YHKM=k!*!BE`K+d-A>X8sxK`iPoG9vB833@*hX+FTLe5sbW$sdpgH< z{G@U@RS>&nI=_;==jOj|AGdYC1igs&KhA#&2~B4h!neQuJf@I5=JhTIwo~vOGRu$j zpYAt)cV@F4-Zm&QXNfqhYf*S_SZl{M!Y-n6_jYKeY;Ja%dZ9X#{6#!xA!0AyUpaOo z=fBA2`d{clS?tKu(XbGT_^r-=BiSc`^;Qaz6WDfX&IE>_>k`RZPZN6XM;nkip2n1npZC#Sw1ZcvZ;9*!1K=zsibZg4#IksQMC8c*mlgVXPD9Sy{h*`>A;=NQZme~`eo z&}it`Yb+vDcdu?Z8u|4=)?u0HO|!z7Z$JWeqDW8S7*;lYgVd3)n_otBAmlV~vAP`| ztfgLFtNU=d{%Gi!6w3@_d+c~eCZ(dUn>|xK-A21T&#d11TM+j?j_B$=xy|B1(tY&p z<%~A6F?E6$>rHImrh}Hd$^$l*djxqMMD}kzK2m7$CSufJSe>Z%7tEy+Nm$d_H0nEs z*@+cLTSp}q!xNNhIqzB36lNqndCWjsT}Er#yz`^8%&c5fhs*lqK!MEu{q2kj4#x=$ z{mz(zNhx>dE3LwzzSxe`<3z1woZU~brvrAggoaNik|AQH>M5i&%`|4HDfrw{$jrDo z)uMOr^kNWcV}VMmpbpb*oqDNXZY^MSW<5973crdxHU{}w8jR~RWNcxA%qCJixv`*9Il$$`u4YQi;u3_l=aY>wP~j#*8I||{TtgjG>6svf3zU>hZ{s>E)v7Fp=e_E{&PqaBz3v76z%&0*a%Q5-N8Nqg02F@}!KcsP(Y zKdiYo^7vY5gVTLJ;=~Hqtt|l(t!QN!aTFEbqV&{w>?j&)F7UP{e}3Q!6~=Ee0)XvT}C;_mTYRKvS_)ws{GMC73KVST8q4!zh*i@$@2~6d;Go}OW(BF zB8i=phuj`?mH}Pb0TeJ+s_JURoU=<=rr*# zEh|X+rLJ zru8lRwe2mn&!ZY>1z%(mKkQi{{5>W0QI_ja5`!FEWFz1=n5ymvKe<2ur%pR5{ zHhi>AA2~Mt_}X+ow&H=A zz&?s#;)U5fCeo+=Aoz%8N-`dQ%`tuFl_Q+$sZ63lPc2;*D*I(4@n`!dwWX0#s^;hI zHI%V$x+Fic`=|8^2~$6#uAE=IohQyrc9WHHE&EJ$nID(S(8*9ygtbf4^D&dvRpI-c zNWQ9L7)Q1)42%#(+(nb;o89p7(0pIDL!AxLTOw9&vsm{lbn^6ZY|$?s9Y&Vg>^F24!t(^qS!+F@zWQsoc(wuKUF z?^sPrxLTlOMCaFAvwL<2_{H&U(MyVd87|708Lz(AR8K4M+Ar~bVzy0u8pg`? zRkJdS0NT^^N{^D`7+#w3XnQ75r9_;MFDrhr@X#=bXwl{9lkN5Hja7iAY4{TFrK5%(Py zT=VeA5{&(Wfkiihf{WFm&rz2khjn!dt(e^FYLVm>Xz<2?mbXjsD^5f%! z4WVln?pwuSP9K)o>qk_=Ncnvgzw<)&z;WWD^(lWVJg6DKjK;UP8HAA)R^U^aO?fdf z*ahmap>0RLi>)xskgYGE6Zh>iSe|++VTBq_vYgMJV$>Ez~k>5Lv#WjC%EY4 zZMCQ8F7s6h!Xjwy;zK}QLlxNieB`hV^k*jfk}9yTBqn{#-`gO^{RsPbLc1VrmbjDl8=q4=YZ5;a%;~^n==#1oRQeeP~{f6Dwk+&kRHr0T| z9qHPUd5^e!eLu&8C=?R!i7L3z?n-vP*)N#7c6~Q;l1b9>@7l|;J z0svW|QJ=Kg$)e$K=ApFOWJVN>$1o|3r_&u@^Ddmv+X|!S5ji~oHOrD+R}Q{O-MX-O za+AnbS}z0K8~mT0?h8W_o_u)I_qL16@2l**@!Iz20=edGc#znNK#m0j&_yiy)1Siv zl?ZCI7$-=dTnYhvD%4Dpq6Ag%_dS}DVJO}Sl?kUJvxQZs zm7c+>2uz;?6g?Aa?*ftv!-<_2da8^AbYAcFX*jDL9qpUMu_a29+=LJ!>xp*c@8tHT zrRsUyMK4IBZh`*5FJ9)pcDV}Io!(E^jrr%gnE|Y$55+`Jq5kJGz{)>@?JWD16ZISA zJY|MS1@_l@oyxuw`^@)zyw3anR0H#88%?2cUhdbCf_AC=Ji9;f{=Xb#cYQ|eaBtIR z^erA&0m)FVNN1vm&Vm-2D<8p*{XU~@oP#*k>qsseQAn$f*vfW=$|^Wa@9l2%zYn7T zhf$RjJ*6RXgt30p?gt5XL<@(>%*y52cag zCZqV>;Qpx4A|K$qP5J=Ci;#&?rO=oK;8~RdcOk!cea_<#287;*>+-#waB3#uMgjG{ z;wJ$n;*2n@!W#+P!I;x>3J$wdAuxiGH%WcA^KLKW^XOcX<4bZ)LAYJIEi9{l5dy5p*75PfPog$l5OUKl$T}wS8tyeNeQHh*vfTvsl+DXc6z4l*e%HVa$vf3p=C1cf#XitLg$H*tTV&<1LhTBrYnVz6&CFDiZDw?^GcvRBWdI^01L zouLP3aB{Q=#F=5#gu8MG)nLdL6lc>keWb+RB*8&$a}?nliLBeFB1Ibx&$r|_=*y>x zh!ow*eT!6v>#cMvkc=@GfV)hC^Mo zbLAu-cSfO&7%jEQyrGS5Gy)2cASu*(MN^0dQvdplk)C?y01P&0yp^ljmwJXfHoC5nqum+sAhbu)txj3d(-D0~##=$GV2TA?WQE^F^T-3u@D!wv698vr=bo{GV@nz? z+^d{F^44w50ZnxlQEo+&2QNOrL{b}bNIq`N3oyK#mCgs1Q}Hm$wKH2w_}vZe5~HC< zb?1QOcue=Bf^Xvnp+GsDKO~30vGWGj`2>t60q&)CS8yygf4C{Yf3Xfgy~ zU?zY7bT`v)n3mE*wS-lV$jM#!WHFEuLCAHdM>H)ug^WgDQmzQ&xSA<4r=4p3Xewd@ z#a&jT!E0xWCza)lp~7wh_i!piBN&R(IB`67Wy+f}`PZYJkCc{1%TuFMdB(;Z*2NFg zcUnK)_qH=sW0)I;5`-rBwf0nV&|ZZ^Bxlo9ONb8aYp=jAyuyBaY0vK4F^BU}*}-Z9 z+1_$9l0gjhD#V^W%h%_&vE@wilbOyXA9oM!8)&;Y?r$|gvj2wGoU^QBcgQ)hAXifW{dTXzYWG*1U%Y4#ZANKiLC@hHbemhClSzEdTI|?=qZdELm^h6U&~fGPrQJf%wby z+9J!~`j<)dmRdOhwDgd?x$e1e8uQkg%HZTxKlBP@0Wq(|9yS}`6_ zq5x1L(IFp0>pz)3Kd5h)&U&a}kZYz?fxu^g*~K9fb>7}#TaDStyZumcHQ#SJKLg&Y z4Yse6Q4eW$*QUBWZERH8U#)01Me|l_-5-ud$07N^f1ed7*;t}5{vRr@1b+#=&LMv5(xDm2=5Z*&qLK4N;dUY}aH52Yn(%kn0Dsf7z8 zYTe)Voewud%-PV}VydybQuVdzZ)zW{TlJGrFp- zh{PXvg%9Y85ng9dZeXK2hC9GWp4ibSUh9QWb%}sG;_>R`cE%yLPzB08tYFdxHL}mT ziMMCkBfB!0q+(p4a;z~u2jt8b&ox3uRpxdRAR5_B^^yK9OP$^{C1~vb@Gz&qXvixp zjwh|o%E^|6tUN4abRg(({Jg}~QJbUhZkz68Hr(8@Fr`CUXr z30O_bAI7PWJ%Q(h4$hEY5eWKFFA!;=dbCtrBVdzoyI<-Frq_VsatZxyEl4C9*O>Jd zg%nv4XkDhTd$hm2c@Km)9Uhg$g~9`n;G)oc;3rh4>^)oo%nSwwyH<^@ zbqRih`FCAu{V7<>Aq*;a62wA!XWl4K zC4U|wU2h?zSCk^rIbX`&=nJAp1o(&B!sSCT6sSZq8zl7iLCWT9e?aMzQgbi^vF>F6 zMldj^Yct8azk13xmgqsg1;HRYL+49|&X*0vK>OMBM}>OWsrIP|w=*bEoYlT;A9a3R zGMXo#)P}4@jHzx-;BJ^ZLar`+Ur~p5TYa7|FH00(PQ9yu$TojG)0yR@x2Wq&fyBjO z7Az>2f$05;NEHxg!da$onPa+NKvDnM7XDBcTk`cTG24<@p)qkDc`ASMlo`UOO)=P~ zLty&Nm#5J@YGaNQUomI9zXVL;f8w-Cxxq-xr790nKK2q)Y3OjsU@Oqhv-%$#2FLK)M~UX^{`qn)_cXx=gE3^?^OC^ggK$_oNf zE(V6zRByV<9t|emoxseBJ<)q0UI!@`gwMF1!M(;|o`la7rMz!X;h3DhNfBDYzirTpk;{0FLqS#c9dtiu8-SWsiy2+G)z|$_*^8r+_Ioifh`+ zM7ANm&1JLnr1s54pP^Ju4j3JT#3868qnZd;djq1`b`CWo%*=Y;fsv@touuuW+V^H4UEsE1Amij@-OH#3`? z{BL_o;s>(OV&Yb?6(kM1cjT}Lo@O{+pG&VoP3Sox zat!xdrkiuz3{S!sZwm(pUgD+4olsgjzizYi@T1*kuvpnE1N>}*o56Jw2!H59nOjb= zoK1XE>6H0oroE0o&9}7rzztn8UcYNBKZM~%V~SipKfQM(hTH_EYwBI zX*cF`38x6!I&F-CH_=|XYO(oV$^0?BQqJQ$l2P=<7Bjt`hJH|o>f}X4;9Tc*b*}_i zVWx7vsQtdhdoygg;II(&@^{N^Q_#S}ZlCmQDWux>rbnj4RD6JA%YmBXmCS@s!e!lx z@iTxzJ(cmebOZuVxvH~W`OaVmGL%ZOzAPdKrS;9$wAy#gD@&;BR1(A874Ey< zB%GEq;nwlKTLex&lXfxWFI%6Q$(k0fB~~H&kM=Nk57uMvX;u+eD^E%=!#q*aFY-oT zV9>Xq(_wyC!HqrQooeGM90ay4DCx@SA8BN8^yA2YmMR%i#f5hc2HwXJ!3*cGt5^&f zyN=uL8Oo#ScT*QmnmgUnnq>m%g6A*1)eKt%H=p_!YeYb2 zf^)B-OsO@&?rMXmgp9feVQch5Td`x5m1;LO3bTp+wJ~Rg&F}p5oexu7`Ite)(4<&6 zF$z{5^Id!tP1#~;ySK3`w>UHt^gV9uLB+^5dFIR;kdXC*b5XoaZ?Dc`M*hNTy1nFF zZ7~q#H5A|7DY@i_TJ;x_gf0<1c!D^x95n!8^NZhev6Ctg`&totF{M*D&Z^v2{u1%ciqFjl)KNstW& zx)A+!&nT?PeBZevsWe%J%9}Os&>LO%Iof(laO5|q%6&Du$=&=~&ya74moaTaMe|NY zD2Amga3zD<0m*>%ndLeBtF-YUg5D`2ATu`?vtHX?HSS3(R?SeekBJ^iS9!jO=Jm`~ zLKNgL_+mLM+CM;-_E{DNrF;4GO3&0jQu!sBcwTK??q5B?t|DX{?&>h=y5k3l6{F`F z61`lJkW6E_F#`HWxVW{XPxOPY)M@e$4B-?jrAIvjyKC!D|A{2pg(*TFm~m7 zU((dWa=eBjC*Z;NUiLF<4Mpxw^)!(=A7n@HI1Uy`l(%Ulh+fqiQlZNLEsAXy4EMS8 zAqz4vSF~J%85Ekkzj*o(z#NZf#Iwn7D8vXP`LU;=mANqSo>SaI+qDBR7;YsLkgGS= zcXTAK8CZ*WAVAV$uw!rh%6^31eSFt?x;aP@L|<^cjbIjwsDe^Ib=yJjXD3NYBSDv+h{OD`^1Op0$!{0mquyJ?M+xxLMX-f7nRma2iMpizr77=uq@jN8?T*gryA>uRLxq{Hth}>~j!WcPNd=u5YU<9-Xq^nvCCpGM(Sw<`*(JyneZ8ucLKl2L+AOYmOAqVFVhI{3ggiort_KUq}D+e3(^+aB?yvWHCF7OsHm$p=1r zJ_xu~Qe7*ed zBGyFv-J(83pYjVeM$Jxh6izQ9`NuDdnW)7wnW4elBv&xD-)L4JcwpPaTg;$SyP-P=#kmBRE;O271Tu*`+p*uHf{>vx812f_BE#s=*_XCmI~fjJzzn-aPI=E>!XI#u3&g&TAn40 zHJ|0ozr4}5UE_fb!#tdzI_85lG$T>+y}@ljLd0$wgHNyct>3q?S;ols19)oYOeRw8 z$`7}Oo)b)RRyu$+kpPrCNa!|2u>3+P|KcpnzeO- zc&lV9VkSs)f8hVRyR*LV?XL0an>0pWlHY&vokCHQY=Oe4Ay<#gGcVi`QGl7xHXN*h z3#NDMjt%!Cw4b!pHuT_6>Y2VH#@OIX+BMCxbPEoBVhKXcI%(1`UeLm5#KT!xwu-qb z%S!kzI%kd=+tAZ)DEx5N4u;Me&CtV)!s%dV597?7o}xGKTIg={4JAwYxmpc`CHSgt zyW)`c8pyaTU|ahTg$nF5N*A@%dM;AP(+jO)5PIRAzzIctd_J?#P{!H_b9#K~esDOO z3h{a;I-NTyY}*A5E%E699Y}m^`TI77Q^3AB+1iur-JIi@0e#>uYN%zaWtwUlBwN}QeFc0DXRbDXeW9u3c6 zQ=K>Arm338!Vd-@Md$T4wn1W+vj2y@xBjX!YP&`iK@mhsK)OLX6p)rK>F)0C22l`@ z?gr@w>29P$xyE|)&B8=em~%CmOKi)qb@z`S}!*>MAv%eHhPIa-Fx<)@zlb$ z0^L&{wo0uJv+qn)L#8E>-%1R$ifH2|B-+SF1F@$kGm-(NTZfa-67 zCZv_@!g8%9dJD!YV0gAY*Sdqr9XE&UEq&abJNzC!5k^=GhXKtp3*om1cQ*iRgTVwC z4tcZ{@-EhA)yo`=o|iX{q|_Dtet88MS=7XW-MB;Q=&CNyz2&qfXf_ zjb5E~P3=b<7_KFRgg?Wv1b~V#ip~A&VA_-)qY{<05JHqDah`pAUQVn*3f3KmK||^4;*fZL8zf*4;mPQk zT@M7zXYFdlW^fpi1zq;cR>#;ih2~4Rh=Wuz5l{=&N~vh#p3~Fc3gaJg`7U6v+Rgjb&H(QDqr8dr<26&8 zI;-Pfv~*7C!T`Co@&lxqWf$w+D{$`#XhG!vB~x%4P-I+$<%;>?Z!D*W%rgwT zoG-6~hDPreY}>XSXSfHzT`tYw5`q4T?deg_nGlB4pE04w(ke?%YMqg`EFEejf}>rO zR@6cdoAo)ki$i`8Gv@b&;iE1wdJH8h04OwIi7x~5Z;15n-8#5@E*ivsoX$JGHjbzJ zn(tdLv-}sf9LZp7%jO4%VA8+bGP6{sk}m_TNnjpm@aCf?TeXC3?288%u(<>SO>^~$ z()H!tS1DG={Zfo#xT1hh%hjm4

B+_}X^RCn*=CAy)(^2*}v6V4r?QV)eOklNV?( zlt|;M2_@uKnM6AyWdOX&%!-{W0X_(}&(Y{Z3@1u603sU2)OMrbvOjN}%CFb{fJUhx zvVw4W062nbXoA@9{lPf81c1_sgZmT+rzv|_uvUq=ocd;o*sT)ztlBC*{RxtV{eZ5s z&vm7NquU60_8JZ~4Kwo8?$;HMU;O0--{~Qq?$)VabM!o~!z(t~<#H)0JU>kAwn-b6 zfXyWqLhG$dpwo8c+sG+B1rq#3re z*zgt50=RV}8x&x{wfw{)h_*AU@bKfKbA$T~z_Hn%%bHbH1m38x2?|scg}(>NXt9K(3W* zVC0Q}GpN+>dVHGq~JA)5W*sY_>+wSJK7r%Xmx^hLqkTDWCxP@Bn zNL5|!-_vo|AS2g8^R%jrr6t;$+&Myjgbr5Z zcH86H62O^il2>BWL~G$QRAgGui;AGjfpdSu3G=IH%*v}{+4<3oOD{lL>QldQFgNk; zWJ?zPz&#Zh9zVLTn;NP@)rRoPl;jio{f`zn_8_Z1U4FXtyztpW#EB#A=M>@pkA88HdqKm+Pu$8^z`9 zu@{(v>OhORYG1v)nY-|2GOz|y%VwNZ05`>E!~2k&0Hdm2u)+JNgZ2=|0^w|rTx%U%)x<1M;b-s`68w4nwVu?7~^ssjrgWXu=8CQxC>K03u<0maJUVES0=${xPZh`0-_hflLQ!_3Yw++T z09v)pUH-}l+h`exPCL~yq7lpZCYE2Yq(~R)I1nKOz*4`{LoTT6P?qz)zw_p;4#%R4 zClV}fz@GA@{i@PokOQkqQJ1&wS_APQ$2A7QG5dk29pFMj%}OVp^>s6xRV z3aZ5EEBe1K3&S~g_>KC|`awseMCVl!FzD67_M@K*HRyu1{_g6HPRBJ-GRrff&-CZB zm^0u0QL}t__Y&^4$zHKjNRgAWtTj(+6%6&4^sV2*adqyt&YovQFHn zmv^v5`XBufT9Ahy9-B{8u9R$`N48KPp2SFMzaa0(-xmSErR?e_R2B1%>r6RWownBa zSlT$g|GWm(j|PY?t3h{Lrpon^<$+1s~`9zE7DL(=0r=U>~QWI z!Y1Mf$8UG$5O6{kn0dFL2zpjo}q&|7K1WR%Gt zcLm~0g%e1G{o$m*hrs^C9)n!Ttkzru${DCkd2F# zQ9QO3?z*hW@{GYhdMmUe4!^6jznQyTu!rJGfqwhnfi~{hAETrG!tMvH|*`+ zVV!R~dwO%eAW^8Wq1qw|lA|AaLl%_57%ax| zaaTc&ZZPpn5{~H~L8sd*yQ5XM{ut9*pQ#*)jU46T8>0C3?f*RxD%kZd`{_AS9Lm6) z(B58Q#oXOWsWmiCqWpc81teI=Kc1IHKU2;h>#~0`P;YNLSIeLT3z+T1R<|ciqiH6T zI9(6Q-q@sS``lDiawph7hl__v>#Szv{v=$!@RG5KOaSANz7{o0EvTsKxKld6SPC$Jt+yB2K zKSu+1fBAdeo-wLdZSs05C2GL-&YxohLoY+Hi;YLqd)TcXPQfBv9?Z86>y022#>g8w z2@R`a08%a6vG7a{#7oIl5LY^^^`N+){*Eee#)cn413e|92>84dflt#HwU71tzzCZ4 zyq8FQTTze!i&h`Nr9Xwac6^tchi!-MJw0>!hyaUve@(WD0Q#O;zcjT+d^id}dFT!! zRAwu1od;iYjy!jI$hUQSFWWv}bKjq0dy=$U&PxdL9f?R1zwQv6QQZ_XkETn{Q745# ztiBb`_+1P|I?$lf>GrS%bQMd{D8oV~PpmU2m!pPnrnduuRT7VTWr=2;43G_w*4eI{ zJD}7Pf*C+#d3Y9C3;M|^WC=etpR3FT6!u#K1bZy-Y;_9`IL|l`#G47-m&OC1GYF!w zo96FtP(gGo@-6@qQ2H@5I-b(W?AEk^YdcTK8+#7_9&^=k`Hdu!U_0v{qf3cVz7yWs^4V_1{i^chYFy&Ogus4AtI=$8g*~FAUP9j_x1yf@gN{? za)B7@KzBXR6p($YSKzJ;K#s-&a_CYY*&IavZ{f%DWto63Fb0+X=10XKlMlwwwFt*J zB0LX{TBT7ipoAnR>x%w3WM7OR5YU{0OE&oKZybFsu&rU6l?Pj`&8OvV^#F9mCDI*4 z0Ndn49KxigKMc|bvXtu$%{MBw`8Lz&U@HG8kdN}(n+{uxeYe>qqA8Y}ODPX(tQXi} zkN^R%$0WvCCI(n9LO+mM_JcuC8V|%SH|W1u0TqT{{Ah?C(jg5cvq>d$*fN5=<7tft zxH1Lt?B$a`1_trBZy+yn3l&ILBgeAE0)61bVBhD*mJ^zW>5PDsAIE|Y>dmBt2e`Wr zBJiEp-sK>_g{7^X?jff*Q%C6^xHBLuHRdF0U=`Eh0BRMNKPu?EdOSc^4tS;%YN#vqW1R2GEM%0sM)cj&g0_ovUX_*+Wf$vfG3*g7ia~6K1nP)1U3z6jjoaIc z6%1+_0#CM~+*)`DBZ(E+>L?swBNJ|*kU@}i>%MuNEWW^4ntT1hruH6rUnE;i=z-t6 z7m2Tp%TBi^We=7cEZ^wfK5_=qoGbp-(6o|2fj#{Z5TDYhlqBvg?cNyYdJOOOC6Kp8 z3I}6C?RU-bfOe*-{R?HA#LV>4#{7n*jI^?1O`*J?8rqSo-w(d66t)s_^1$&U9{5cBm3N4Y~XcB(BOf1ifV_rNFX7+ zg)g4yQQ8Fp?+6!c2T}WxKZy`etJ@jeKu!p=0OX8}OzPW?KHJZTba%99<6B;%jKqWO ztxGpG{nbE=dZ)X(Q?sj(>ER7^T@mOK4s$Eo)ErG@$*ve(QK6DaeFYSl&K4?z&kqON zxUP>uGCqrG{W2*!tB_=J8ajB`6YHlD)v5sJC3JE%qJ#==~~S)T2RDXXwiP zovGGri8UtF;s)(s*%&cA_VASi*PH$I$ro(Rnn1_})5wBRU#5KUNTC4z-W@<{ zhVVCGMwl47gziYEflJ0QlHGFpeV%NF%@UI0Yp`7H@P0s2C{<%I6&h{O9ZIShZWDQ$ z#QO4D?a!b@zIw+zKY{Fh7j;|)AOxV_!YYQ5fC_l^ij!E;({Qiv0418n(8Je~c3n>3Hlc@8@e1L?h{T?ANEQ7Iy z?{3k|42Y?Kv7)ObWC+n){w=A3c4YeyOL91sbHdE1IGn+#y^rZ%jOmMUY22Y;uGyA0 zmII_~+g(k#+<)Iy4%U8K#&%GtP+6Ud>8b-&Q!)l-S<%@7r>7z{n@<{VO7tG`RF+v)|qQ>jX_S3Ii4+s zn$4LzkPr(k-oyi1agazOE>4L)rAf>SD#!>2SpU94i5g39UMcWT3q?%@^gv$H2PD3G zD{U*U^iD?k#p9CW{$~{R9?+r};@Y!?5-^)WArbxdUl>m92PR_hu{9$Vt6ng=T_wr?x}Y8TD#>jT@hHxlh;jO2-Jz1O$TTevz@ORqQc*S9s9Jnay00;fU zrq)g%bu_1Wgfx<&J@s4fkAa0Fp%~M|TGVq6CjV0!OQKu!(cyN$Ia?ie(FZ`BaAA`J zQ;N&g+v$Ve@pWS*(Bdue!aB+Sd2-}ZL0joM6QXA@RivztDTv@}NwqKV4#(~`Rky*Y zHkPS(i^rD-4N=%{vy?xIcbw_XE(xL#SjbRC36d9vrZ7oz5C~@p2d@KExFu@9K(h_!L%Yf)IR2{*yT3SB=WJqnoF1H&cR8Z{uEy7!gpUJ~KQ&2W z5zXS0lw8Jr*xkCxXk&<0p!{;JjBox74zZs4N23r&63^QA$OAyG#sEENqiaRj2(5gU zKiIS13yz13Cvv>vPW}*?Xm8R17U9>a$ZfP}tG${Y<29rmd}bi@F}prLl|t<8~o%L!MD_z#(Y+T9a9MH7@6 zP{MeZF%($4gXUMOSMA^fLoOGQfTSLz1c#U|Hap}GXGYyWx)VFY*NL>l0q73f__oM#}5iveT$v#~yWz=bPA-Fpfi1%4E#q5(wCYCzP!jIs2N5*U?`zaQ5EI#YoE z{f9f?!vH&rI`KkY%uW-Yo&@91eTB)CcAwmG5`z)H>_Hzu&#g( z4l$AR?`WSX!yeGVBy57hzYVH5!^Y@`qjzm$}57;_}{9D|4!b2ClAJ2 z{ded6_t^f|=KXOPes}>J|LFzrU+3{(=kfn*&#RmRpU&$^RcE^t4=6MK`@?x>iNsf# z%?iKb#N&3uLV)O!jH7%d)>5^+KdhKzJz3>quc1<6nn1n9-t*umEbM~oq=Kb{A9f#k zespg;bifOG*A4=dCpW}?AK?DPJE#Q*uEiCmBk2jbbSnM9F{bO?g|8iUPH`K2?_0Yg zaCAX&AX9mZg77k}rev8`6O}rvX)M89WxX;ZwK}XU*uz^e45aiHfQQMRP8dgjM}h=@ zLz#H5KS`0qW**)v*z)-_vaVS5*;!+g>wzQ$k74~Jmo77X?Jcw8wo?D40~Js@Nn^ZR zv*ssVOu}%}Id4e@S zEfG!mbPegA*J*tfJs5|n%;*QvNfpVeG>G(UEgYG2kwM~jt;l@8^_gKjQ|gd8Sdl`O z(XbWw74&5N8H7jn`2n|`+PupiBZsZ|eLSimE?-VY^Q{W*TB!UQb^rQyI)91+LiO#} zr0VN$4f650bh{kZaV(g5ebKtU3BB{kkHRT!Qr})}LC)|w2%ADPR-SLurOh9gbUvt< z1Nqc2SLhBPVROKgl1qy}1Tm=fLtjuQ?8bdwd`tv6yUvTKhE_Wl%%pL9t9)tGBAZ+j zKrP{~m#N$s!gj*hr9yPFnG)HQNh3CpP+ln}i^29G{>4JKM<11)lgj17)m;Rtn)-gl zrNKjV^f##h>O%T(=E*rcMBjBJXDlZ7kovZZufHpsa-fwFMUySkbw?%P?R=M=ukPe4 zF=CGWSHl+i##&$c%tq-L z|2~>lT5^9sH|Ip5GvQ;})+~&lgBpIvgXY~M&K0*n37mp)>GIA|yIphk7L031`>VwL zvJfa#O4I~o^_SoudjIyY{(Z3~Cew$b-5P5c7>=K-!JF7-cfj9}%bU2|sGs7sTv5(5 zdFRE2{n0(p{{l2M@?1&fCj0Qg7U6G#wnTj2bj#o14T&#Uc@#mwL)$i_Nejtmdgda3 zZ+k5nV6jp2mABSsZ!EjlVSj+ldMA0;!R;PhoyRqJZ)yAH+Hlh<$>>Mo!xNQ_x{q;N zvfO#z9NHc=_lt!R&M8yz@)M$507398fOV#zRUfFy0(ogOKLX_9U@4(^9`XTpiQI8a zzVXtPG_2W)dlAB@K*H~_to{n#6j&QE0ar1z+mpEBXqt=SlcTY0P=|cfyvZF$p?Y3| z!C^xn5yKTX!O2l=s_1&K90NMr41n%KMms~$N+b0nQ^iB2!dIa6K(v$jgd|TX0bAqy zffxOh4dl_8d|h=q_>ug`Yqm-wxzf!@N2*5|4OI$pVCDszpvnfBJIPJr3Ai7~qq zFeDN{Q!WnYzzHh8blY{oEwG$ysw!m^?i*uWIQNl~k<5Ms&9$-y-9bM+Jn9z!3>}%i zuk$QJrNxE~mpQ8qTzX2iXvx{Z<5$yG9@nFsjEkV*{mL^tYhH3i_PReuUNKY~9`ZO~ zMirEX%8Z}@@m}xWoRRl163!fHa7s!w4B2tLpV9X~(-IUxI-LHHH=n5&`u3sqy1i_? zP__35W7X~5^I@)mEMi|5i$D)cpN(@Ynd>YM!?pP^*1O%O3QhfgC9$maOCZ^if-d#Fi0i3MtaN z?wZd`m!=$!9Hm*8O=As6%h12^c)K8kqP(ZJiB6SCH*Vf`DyHlDxzy>)vD}%+ z^znnL+5?>tcPgZM83w(4J)h~Ex$zojSD{aO%U_SKfJK|>Zy*JZNUii}y>2;KP~wQAW+$_eCnDcmb|CX7FCr03SF! z?6|qM=8H>m#Oa6iwS)D~I>N2lR+!X;pu6LCy%N^!&qmqz*%{(2)F^DeX+HgqGhi`O zLJKi{kLXdPxyy+ZH@ST7du$~+my#;kgbNuzBj2ecP!Ii z6%08&juI&((uJu;2$^yR6WAMYUX5t`N!@G5c5dsk$kbiQor{Xp#OY$w$JL%K;5NZJ zn3R_THdkpPBKLB2g7byTM6hxldi=&UM#U6c_MIksH2D zad09?FRyQmH`3Wd51%+|49>621e;}}6xVI!-<^KS8IA2ImUaqN6J|bCc9B{P{fnA3 zQ~aGvFUWL8Uj)P_I!fqT>Vognnf@B#WZO^%?Ns$U-mJk4{MtUvsU3+fu0zS2OMBy! zP#oRPVu%e}62~ofM2HK@rY@a|Fng)`FMG}dt#8&_Htx5>uAzzxwN|uiqW-tJ^%*|u zjLs>oZcu-{<<+VUuyy_*b06MO091$EuQwMsLws=he=JS?$VRD=yIb6bL?3TFWA#1L z>Q7~J{EcHrF#wzJ)VCxyfQm+2dQT2QlAu2k5R~MtO_?ZrqH5jtNrx$`=>ShYH@lUx zZYxy3euB?;zTW9)bir7@!+Jlum5!!ub=837l<`IFQZvgTidD!G*v$rng3eh=050Q` z`v_H!5gQ!e@a_M39; zYfK#WPuTjCUx(2D5QJ9ajt6+LdbYr%25c5>t>_)ix~@!NfLcQPhxC1TF~a!zBNX}? zyN~*i8#O<@>79*w)j}22qN|WL@LqRy_NSo&mn)}t2*>85!w3Y>+~~}mq;3`rEb=4t zO`#(9a1_yN(Px|u_qGx#RB^q&6lL0Nq_~b)3Ge5tG9Gc?$FdVP4d!e+hC1vW_1uKc zA%o^++M!%b_vU#@w7S!?&&|KH4Q+)%BV+ffBJ`H|yhWse8U5dG3(cT&3^9Qxu!bjh zO`sFUK6e&T{D>x}rh)~;q2ga#rBzfm01XD}YonO?9*Gs<6 zPob8HS9`8Cw+pIp9pOKp6H;YA4j%(lJ4f%NOzvNl&e8}$i+}48Wnu=eap+{Zwqge6 z-BAVR(IS&}|6)HG}wOjQNS^L*;5GDb+=1nTq{Ml_s$aVjMthLw*8xe{iX~ z%%BMa^2>2VnTg#Mo8kZ{31e`gU;!3twccII7-p_!1`edav_DlKd~f*`XiEVJs#&$% z*yyW>akyGlkw_xr>}VGANVUQO!ENy={29O~Z2@@cDV2N;EE23i7tv)y`SZwp z*>uV8uC#sroNJUiH*QQa-;U=&8dXP>IPUpwGQMzJd42b z_aL7W{e09=>({D))uelJK@>|Jksfz2mfh>PfiP+1HII1;muk%+C`N~Mm&=!$@;SS< zerDZgFtgFwa4$T};Cp;SxrWx!EP&2T2M>8TG4)0X6E;DydOjnQ6$*zfcn;73<^I@f zW%tY9QO8?9>%Ldz{7T6U+dooaw_PI5rJas$JXA?&nCRWjuiKv#@=0W0sGkfMn)AF4 zb3dB{M$cN}GP)&$7dOqO3k&p-a=}v;g$Xo4Iro={5U{UdO|(X*KJmS>p3kdzM#TN9 z`-yk@=~(O1_4@BjLxFht@6G<`qsEVox4e? zKt*SVy%^Jg*?VIgi?jJ2#LZ@OoRH1f7ljIawP6dV9)T|D^SY;JSuzigr%^P|o|KYm zWAY1l(P%Z>eG`g$x;Z7Jz0vH{QC?}vy&Qge!=3IkCBK1v$Fni+4$qe>fjddNtva9$=Di0lv zLVo0p$cdD^wNW6)Kue~kcB7p{kMC{T`wV79CEsF7o11!8v(pFWvz30W`&az(+rK=R zimfn*G;^s7o`BF!>fa7Ii9*>_j=VAHK$_pGha9T%GiET_D*FuXBZ*9H)vC9drh+u+ zZfsel&1a)gYs%-MCG(c3#OFzC-tCYsMTXOTrDmcvZ(&Pez1snXdW};}D!->rnO0+w z@0gr-L$zGR$E?;qxiSTH^K9?A<7Dja8%LXbo%EAiS#IB@fi|P=4^a*Wr|$XJlfG?b zcb?@FBljzIw}i^lmbpH%UOKk>7p`KOWlND2uSF$xoXk&|Tp5!tLhiV~U3v5CW;UOk zb7O7PjF;oye|7`q1y(E7yg8a&`%*D{VMfDIQ|1}-h`X-FXP$Z^Je;4jyTW06iHTkf z;tS{!=sV<1Wz_%lavqyY|NOgj-kWN|WH{lgK&|#iC_jhQSX*BnUfW3oKWLY@rAsfj zpo_Z4AcBmeRGi7UJ8c{NP)H27mp9E2WI=o8poOl{!AD)AL%&ZBp#60)Xl!aUdQ}P9 zv}+eBdq^d-AwlORfLg-nzJt7{MM$$hg*z}uGD(o#W{&8fDt{&f$KK<-S|3s?m%&T< zBb^tEN#j-Z!n_0j|J70Zy#u{eg_<8OJs$A4ZJptMhp@RaOk^r)T3xoH;-meIzPpld zdqTd^dra9!w^8BB^-fTRkel$AdsbMpN}Ibj)MVTaWO^QbTlIS_nY?dq8t?6rIGp_o zIFcu$d0pA%QEx}m_^7GF(kL?nyS!1|`&V>C@ZaZyffudAg4s4f19hxwjcNZ%iwQ`tsk$fNGQB z9NuR>I_1I=82xv2o*!>@EUJ+ ztIKfQ)r)a&v(JU%1YMmy(dJVD$}%UZ4WQWep%&W*jpi`n4U zrY3FbDB8PUeHVW>Cc~8ySb2?a~Pom2{PND@>mu zdH3)xoPRZ+!nQz9^UC~%P;t~7z4&nW3QM!hI-#+Z@i z{%TnB86hY7ou9zv>3s{eSfEv3`}1#0zDJ1QeuTKX^hmZU-p6OVBZwXw%M)Lwc7NnJ zbHoT8F0_z~qT+v;R6qGSwaX#85$JyLQC63UG=^2trrF)n?Qnbjj$!Xe(1w(F4pVqY z>>M}e7!%I_LoOm3i!F@-g)AZ(oG+nY!TTY{knCmaYrUyoQwBuibGhHks<Mzzi2=!X@4mQy#qN7vH;G8Q` ztk#FpFq=_PWy7XwJw9p1Z{={V_@~ubJa^a}puv&4_=X0tj4v0t4}Wxgd@Cj)RxvKp zvDCLUkRUa{U++n*=#{Sz?TpLxuINI;+=}2Z(;o@A+&uocjm+ZEZl<54Q>LL_y*(}2 znY`x6u#V^E=D%ueNh!r7bJgZ^%vFtgK0}~-PIsf4Wm>$P73Mi-V75LNsV>gBiU%=k zXXrdwtf$*?H)#KTHzeX?x#|5Ao3>sle&=nTs;;hJR(G&}37Z}I0J+=8ASfcAz#AUH z4`_(4@SvHh@Q~*73Xdg)=2UK#eJy@vTfmy65|?skhG~b zFAf(Y0$$%3*Hat{sxs+dL4UJkWos#GkHXU^=C&6kk)s3A8Rr-xarJMAhioK}zQpAqvWg+VdMN1ZRye^nkafE~9|@^{_MrK8Ne#H4zk5QUWu?m&Uq?;i!2E>^RJuZ!p78M)&0>3`2P;yBW^ zNmjeisl2N+*~~ec{2n7;EFdl4i@A7a{2fmD#eqy6!AikQOVeUxlcKFcP13g`dws?c z)qM>=c>3CeR?Ca&B{TKn8eu%hm521Mo=5wefLHv@KXTPMtkeqapY|evRA#UbvWKLe z{`274604k!{>**u0K)y^$s@NUuO&UkL5*n(%D#;f&Pu)Wlcc`2XfbU0MFz^vPw^$6 zRYQmb#Wv>SzS)Ik^bI~GdQ$2*QKr^r@JXpVcrT6{PQKa7UR`(*it01URf=^O&Jx1G z$Am)bwuY%}73|I24A{I%W-VujZ}U-jmuDZhlRflZhxQ|M9eeil#BwKRRm zSNAD^u8(YEfnz6VDdpm;NWRI-H`8KHwkTTuC*qML27DOrF;Jq=NZ>oM9-e*XMTf+9 zSw3YMow4T;Mn}!4qH#mk;q#>7dY{IK1sPfU)EKsl7{ViOPNE-nSj#qpd&6?+VLsVD zmdNQ+>sCbTOlv4$S0K{-%IN6t@e#rFIV@x9}of?iE zn(Z~^kQHiJVSh&Dbox8=-pAa`|D1QhpwGWUP)4`Ym)$dbBzenhtOECO1o4Z!A5vGR z3l6y8i10L>T3NtPu0RU}hsupAR`2y$er{Oa#LoTZH>yq*3Aa+W+ZghR;)u1QlSjZ| z(*E8;*BceDK0K(JfAEOKbxeVC@T%x@TnO6=o4h`mzIBNE{=uWfvqsZioh-BSSb2<0 z2BcGpk7|e?MCo6A@B-_@sWP?0)B+ufn;FoeCKV8QhgZ_RR0%H!h0z z9tiAzF17olehdj|!}kj@>7>-Pp|O?n4N9!boy##Lg-3koh(=(c@&0uw) z?LkQ<*$Itm<6-pPUNlDNuuhARWxrVNQ zWMO6xSuiSEq$=VW}K zv{5YH->Ft*Ta!A~poxr=7EWgO5FLW<=3r*#|A15v>p$+IDmhU$mIB>@%hJHh*U++p zqg;*0q4prM<<#sVnnqLfjo#1Td5;=_PT{9D#i4nnXG^uyTte6Smsj~(tzWYG&{+8E zd(keXwO{oQYqR0A-4!y<|CX}SX+p5xtw|^I6^RQ3Z1K~v z8TYrLH@HZMA#OySzdK{9g7BFbag?=m7@Ejmk*LMuLP$uEy`eV<>X`mzVJJVT2gkL8 zAD}}dd0v?={IUIUiCf15ueq>0T}4j@X3~d?<%;U>T96sL7``LN6@7-?d3ZM7;P84| zrn?#LIZf9^`pFAgYQ%&0=eTw!?btcu>F-t5igWH)`cZJv zk@>vzL*I|WPbmi1Le<|KQ(?hjn;a}QKe`~G#41I4VgJ2{d>6}j9`_)6B3nUG-l%Ur z1-W3&J=qegn*%e1t9}g{gQLLDgAMJVyN;xlrX6FFefFCNEyR=w-FTS$&G$t00cpvG zlgTK>0`=zbRO6H%_j&_a{bc1bP8WNm0hnep*(jf72(rpl))`1Qo7fLOujX2cT+6@q zO5(o7CM#!R$=Q+{%BXy&WX)Ug6uNj4e6x>VC!elv?hU;NQHrNGW=(B&e0Gf4jl=pG z1BK3Gb+t?=YyKt6ePTm^<6zDl&$m&lz_q%FFSYYeeZGF^CAqzV7Ap;v-r6=dS=haw zZWr<7i6WKm_A*MO#3Kju=1&c`gW^fH$sndGJ>=;6t6zaa`PJ3Q2HkSo7;%@=uaC!O zKbrXfg_3DzNNf1lEYFV`9yFFZx75xyx};1_4(8Kcp&S;Mic$}whH>TgF{o!~rX=cO zq4^&$c+&PTdkx58w-(gAS|iGiA4Y|r#T~{bOy2c3h(>5gB`^s}u)nyXwjmbq5Vd&O zXk-g_!+d-vyO3%~bfF zO!N}Jk%#+Kxcy}6_i`Z$RXF=WMNedSpPbD9F`>dkfz-)4A+U{z2qzz$C>zCv5Tcxf z=4!kA$Tg|eYe8Yw^f~470=rqnaBKl#CsVNIPx?o!>tvv=OHm)p4kwr@eq)4e#m~ z-M@(9h?nzx$1FNjT)H}_#299*`34_u$7j(o9&H)JZRvBDZT5k39r(78IF^wHQ9`YJH(1x0h>WVw2amKW089Ta?ZCcw%Zu=oV6l{kF zMlR(+P|?$ef+W94(c*&KalN0IK7p^8-7TE3FbHh%f#MmT#P^2eGa0dLFWVaFx}p3o zdW9?{O3dPWyM&cp_TK&GOku=W#5F+bMd$o2-bI4L_vH2(q>y_n&MMYo*9rT{_4DF{ z$Jv^WDA3d;7X0U0%hakNo)rY&bA?bGI--Z~Ua97$rea-GLTOibz88~?VuH#Bkrpav zEMuN3<0X~q!iDFb7ki5F6Pr4UUB)tI7?^5V60-9cTa(gxGyNF(kg)u+?b_ zj+QYNCX^l0<;9uWv3M@~idH#k+tAeD^aD%Q40i9h9d0i%1Q0G+(<4-ODz7 zuE%zee$gw1hH9zahwIqqZs}cDS~G%%3cdGl*kwP{h~3d-O^|znAhZHHEBalHzQ06$WO`rvO?qQAYdNy%%Q0e(va;Rl zgi+lry-l*qeuI`ljFkVFLl%gFrX%!0-@;{IaAH`@4o zzX`Q_klB3*&1rX5V|}B$^8=RILJiaBKM;Ym+uMe8u*|_fJXecq%%)X7DawfU>6&ym zH_VJ!JC6Pw8d8xo0e+&Wk3F@>u2B^|T=OlvEXuS0J@z{s{cOXnQ6t_;*kuqA;7m zGH1qXl>@}dxy7}rD$@m`H>E{R&La$^9K=f>c*@*;Ea9fQy^5*}DUfXpC5I_D#XKWA zPRCvc6k%+HRGDfqp5$TRjIs{izzq;rQ6CWarR~5U=b*>1=m+&Ms4Y>|uo(6`1zZ(_ zi*4C$5su^@@T6bWm9OMnDPT#lq9P2wsN|W*v3R|=RExUUQXFVXp621~*MQ$_ku_gx z_VB&NTY*v;Tb&dyCXFJ*j~9<694urXG#||`3=Sa+k+pbC1}KWj_NpD)XU)E3VQONC z3y`*kYci(w??p}T`}Owvh+;fPmhQx%6R*Cnk$fU82-^1sl=#7teAItYTeyW-k0#J$pmbLO!i2L+y=g>xM&(IF_B)4l5f$!Fij1b!E;SGXgaFw%F5+oKEZu0HLe zG8q3xQ!r7_Zo;Ts)^JvkM}`HCeer|L5^3_UcOzoP2I;cZ1X5b*r&{69>+QViz+p5n zw){Cc2dQ`5e#!b9db^mLk7~k%h<1YBVQ>cxNtmtl<{+pv{p5+R&E)>jPvB^87Gy>2 zj*nKt8$NNkAe1fzi88Ro@5UsixH4@XXnVV(;tzhC+T%TTJK!m6YM7aWklN7|E_yb4 zA0x6FS1T60WN|_I96s)4c@{v9sPFH^Cptv^{$=CEX~TB=J>fU%esnQ*mZ`p4k9?_^JJ=BEl(m@4$a?=pyrslLw03p5$lJXUz zqkJKC=0RWx{Gs-DcK#6BoWrHoz^u8D5LTOGtdqUwPLUR?xv5rDO`hg^asMZ)HvFTD z{Fx*nP?J(RN5fIWY8^L+Y5I=~izqrcO>l1Kmklp1)iA@|2`U1uQz6B^`415jv!Q;y z+NUcwUwP83ONga{pt8jL683Apw>Ol9?^Ee3oFd7eJ9g!_+Gw{0V94b9-3waQr!02O zJTLm5)68Z!wgB8A#sAG65~vuYU%auuq7}^p%aKWm+at z8?ac*;l$WxIun=~{N5_XWBsN>77-nok6A*lXt|sn{D7(QCe2vq8*V8^Z94hX)ih$G z`sTg|@p0Yzfa8-nsq++lUM=J%+8r80JmCGL4TUjkKYh63CRPrDex-DjtILc2y-{^_ zI_GHQ!uauU$h*OdaIpgWI}%Q0RXv&m0^>oPT#JKyiEe{jtR*!W84Hu9kE{6%20(9S zh{|GXsaSNIn-YeRc>=e=lNR5c3HhUH$kGJC-fd)dDW5*P&Y|uE zFCiA3bZrg2^*6dANtC#3EQcy357-GbOqBwXnK{-6bO?19$19dwoN>MrNWSV}Wza)% zgec3(_q?u=ob2fD$`^))8c)d0kiWUZajoiSsN*DUT^mvfPPA2S3X43$-3pUw;SRb< zm2hNfu4A%bE28fTF?9oTcs?N9U-j(QNe_RS@7X zbLK~cfB@BAT4-EGCOBXLXwpXjNH=e=op%u85~kn zaO2yPykc!x@_KSq@1RlI#`SnescU(TkSQ*K!a^EYG@!~%TuZb<5i+&}2M>^f2lN5 zc9GZqsijolg{P8ox5xmrAq0cl5pij$;Sv21Lx3Y}RK#>(grE8{8LL%cIg@NSm%~t= zb{Es_Rb0mKlY8ohSS(>gR}dj#V7}`+3|AA%jSDHDTQuG@?)olxJOC_4o`$Pw43luHkt*BQ5|A*!MoB0KvxdQj5dG+$Vvk7Gs zpUbX)cYW~h{#dskbakAuu59+&D%)4REbr_{dt!eu>F#xPBvGcYXxJU&&_BB~CAF0$gL1p92)xDUVgd(d6(N%i0Z+3F5-9oaFg1zPPnbY?nuOE5Kq`g~ z+AWagrv(Ldd;J5@=#%)d!tnhursfU7>NJxUd+#5c<&Ww%Kb!eA&_aFB8S`UE2!uYZ z_pDAwcqGXQbQ>c)BA-87#cr`jILf4QH!99^OB~8QC|~hE;O*aVFibGOvi~`*{PK%3 z)8O0y2#_?BBs`wO0wf&p>cb*m)Ct#+!@=Fa>6EQ1V$LpyJ?wS4~IR{1>rLxU?V?$lBH4ts9Gk7O2~ zhl#BeO5l`ewx%~=p9ut}?>D@C?4qCf(8OFO(NXGZ5$Y(!_bifCS~At$ZrmtTSpxUk z@ZfPd7nSAkXEtV2D80IL;=xV?4{Dg*hH=o`|HIZ4@Yuf+;k!}!>5~LC7Qd%kL z?(U9FcQ;6ffJk?@bf7ntA4)nR?o)gvZwTgX4BYlS3rD z_diAaL-DNq&@PA<-6C%yh{!m(RakrvE73-_4m5~1~HYx;06qN`* zmu)X7q2~3((c8^y{J?+{CI`?y)jZ7J|3-O0y@sd$5p_7d*;9-Jr|RXAPas?I{I6cJ zoKh?Q7WPsqM1^8?1jMPUUS(^x_=LmBHbh5@d8o`Hq`Kdc@A<~gaz+-@FQAiK(cxg7 zLyk^OV0*)qqxq+#Wx5yIiD9-t+Z`c?{UN(;6M<@vbek(MFKom#(V=%x^CCDPaN};} zxa~N@CfxipoWP%cpQp@Dh*72T(CgEEBcq)bL!HVNz3N0i7I1_Xd#f;um+GIp(Jx=K z7kwU3Ed1lOa0^U^2?NY~N&f>ErMZ{l0T-RRaK^>OrG09Oja%-~nsD?%cZ&G%8z(^7y!gU_k+~t+O7=veaVm9+7r}fczpLQ2 zv;zr#Z~GpYzgzpg2nyTyAnn?CI{)wLG(wAVI%_);MoS<6JlpR`{aUWBImdcFr!7|6 zMWI%b!820qqPi}zMGC=N7IfLE%*+017@q#=JhRF-$$@89YrBIak}tu$p{A?!vw%=j zo-fpqrXh#R*_-w-E_rt@yc>TFn<>@c{xUIgYb%Od-$p1gBQ(3Cu@P;6EoHan3NB>k zX#nCtXThGA=Vkk6=NcW0ZKfVXjuac*9hF$s=QtVM=oBC$D;Ogr07^lt-1RBX%}l8kP*yNAUkn&YmQbP zLpj_H0U5^68}nHs8#p*<5uNE1&A{2aPFjYuP4;*=#@pW{rCTG%@x@^pKA)gcK+K6S zzS$pZ!FUm_LlTr^-D?d z4%d6c3&=pUdUIbKt$!+kVvlmn<-{&)hBl)9bkp1;<=i<-@lqkrq}j+G4-($U^98P| zPtI_PuDUB)?4xO{65ETvk7W&|3sVdZgZd?2^WeHQx-l7daXZ1_xO^ox$90#BNh z7P!>}X-SkQ#989aFP$DilTRvIdJ1stiRaxS2}zA;yKq5bR?XS^DFXUiRQ)b=Sz*b} z+D}Qu1$8G|Z9~j+uUKcQwYe&FyHAyNH5M1h$Lh_#y;rJN)+HJK7HdWAr#fXJc2m1C z+}qIomEBa@;Qry+oRsA!qIm8Xw=#+#_;2_dE6(zd-mNcWh4xg-#^Uvh<1;Cji(5`- zdXZo3bkfv<5imMaB?~P{b(wT#;$gWJu?g`_NIl7w<(X_Hi_0@HhGWy{6q4jP$@Vob z=nd>&xB7y^rG>%Y4$VXqko_0!_jtr7D0YWzkxkoMaHX7b61)y&X_=c;GR!6Jn73E0 z*r6+R=_fiP93@z2Y8p4OJK3o^9IBX$q|v1JOL^P_iJ}>iSUl3Y>!dfJH;tK_vs#Y{ zB@oj~)XR`l2^_H&C?ujV=cFuzt-HsT9nf>8lQ`__KV+t%$B_X0ukRFPw=VqgK9y33 z*N!*6bc6~h#1ZLyoiM}cyvXJa7eX5+`lTFBWmHq~fkqvThqZaQ?`<+aj7tp{lL0D@ zvmJQMEv8E(a{1XaF2U{G_1rDCLGi8|i(HQEf!%RmJK!*tS=IB|toM1jy%G_lw`FtUcniyn(-jjS<#)qWA(8>P zH6XR5Ewk+A{ZKp~s+@)M%U@vEH`g$Aa=KXqLs3H_3Gow8ke7O*>SJP(0OC)b0k-^c zTsS2&d09A$Gdum#9+g_$Jw|T@R3_q2l>YvI?}fmB=I84pJySZRxqGAY!O`(KjP2HU(*Mf+-9o0NgFoU$*d5%xrDuzA8JYSltQC#@v!`tGDX|D>~t z1U!yZ$p?AA+;@HRs zN%cd^ioUk&yn-RuzGnze2L%iz%w>T`41=SOK;qGhqj~+?j@<7 zqy{P??y)@{Sh_@?dX~XC7iyXM7m{f_4E|h(J4Th}#;%8-xf~jedeFTPbF#E~0Hv}W z^m~QbwGnl9tT_9FN8M{etCd=ie&_#8E)G36Z^I7zc^fZ9Ew|$Q+r|rgUxGvO>kZVr z`1(^reV|NIaA5urWt z`yyPsnDf>F9b$_S4U@xpLbffLAdy`L}V0qeW z4fn$$9HC1U4yOeW8eh_XYh92&4sm(HZfDPjPWhQu?~H=i{VK3+CU|AApDok5r{j~+ zQdVkD0S1riWm~XN!H?Ddf}kqVgpY?-Gf46D|@rdMzB(q3#@ z{;gPnl4$lmTf)BA0OT0kuOrh28yE}kpP%1{x_Oi{%z* z{W?AdCg6O%b65p4FPB?%C13L*z)`}9E3+fKlgYj^Z~F1Z20$9F>uG%WJS3)swaZZdD0Fq=nA8pK5sM$<{e8@o>oGBFXwr)$@FkT}zF{ZZF z-8J5ZomK+&v^5JpRtg+x#qF zH*V-P9|75I7&_-JOA(p*W>+AZK&&yPMvH6M+li#LyU&BYRvJs?wjiSCl~I+8LQZIa zx#vR0)JGmd?%9bHT8EHI&a;cgalfnG{f+rf_IsquCxi2EiX>SKx=3ng=NQsZY%Z5s zU=14fnv(qYj{Z>Jd$~Nbww0;<(+to0tV=tJ?OWs&&a91vP@-X4JN__tqs2u>9qwp1 z&a4ImiZ*R>3b=Rm!)XThsu~4U03~4Z98b*}KmY{&heTgGY%vGeMPi-M5 zj9uUGr|pMqr@Q`97lP094Z`@6kyeRPM4yJ?`82h0)YJ&&41ZpBAuKliZ$xD>Y1*ZC zPR%IYgOXaWuVWF{@`xI}ejxYpSQUYE(*u#$b+^Q{NUQU)gy}yM^!m|(W9ok z^@}=kF-PT&cOnkHDdXGU`p*}xPpkLG2(}VB8(s0ps&WQ3Jc;fDdNXmE&7R!Y9a5d# zpr2yX33VSNH3hWZH|X{}xnB}mY}SZzP^$S{aoMrZAAvhAl5Uc>$ICoPrP%b;VhL%% zWz}MHm~g>se9vM>raOG=q$r7{;|>qM-^rX1%j82_+H(LaZJV_m3}x$<_D4#p4*dKL zQXHXwszSaYw75S+zYyqfy&4SS9FM11ly0}g{P8XmyxFdT$!Pc}KvGQ*{52T}k@V)( z33jzskXXuRo|aHk+y{*`k%KKgYTk$+~YBTjmY4_ROvC2UbH{ zw8}aKpPe7bLRHs5>gAbB^}$50mfFL1BAIk}r{0$JaMhff)8kXXrgdMDV3g^$OQy2w zQ-AYUf6JA6+@hP4t2$*KLU#K>K|o@Tr7IG_$9{G2)K478K>P7xLiICWje{mCH%eze z_SBgnsr-ByxrJs6*$;(7V55l%4CDd*VJs?IcZubf*ip83BPno+0#*D{Zl%&RUHB$*w`d3) zC~e~YgpN$wA>Vx65(?NKJ<0aQ6ERdi)$!w)+dN5ElP#-2aL zrf=u=SZK=o7GjuXF!3_@_(T9Eo%cTEws4^ikz|0=jnLtcD=^*6^2@DB_k7E+fyHuF z2@ZqiN>@>X(NYx(J+qX@$;Ngh5~6{WudO5;xk23KEDrG+5CBH=Zl9!}j5?k7_LVBL zyS%T}Z>~qO9HzVC;AlCFG&syN@9#=rw272#ye{Ip%!H^iG`eHdUv?BN_{0qe)s1yl z1?Yh0a4IjSEP?9iV5!o(*^s-)8WLZ`Um)2eq+Ta;V5Vta*CXNw185=LI3TkOap$7o zn3fzC{U$RGdj+3+`KPI=X=Qhp0MEaexy#6mqz#354C>mlhI+8NuU~}!`JA94o@jtV&f%G4TS@o^KxLKScRUyt-!(`LM zDaf7rJOK{}D*XsVKj|#5m9D=oBpuWNt?UJzvU}__PUCJKEQ?4I46Tn*+a>k^l^AR7 zg`Y}KPK^{LglvRY>-$1lgUxXA5Ul0{lKmgOAX5i(#e!K*`>{Qoi)xHyd)lt+Ewi@L zplGbdy)V=bDboXCD*EfT{rzfFj{%VtBx7AnC0q8V-kaZb&R=q>8{rHjeo(aGxna0n z8DNkMJVk}`3&x3d|4zK<0<5qqCB$4bjk->6u-SaU!5oWp5XE7Svp^N6R*S>AW}jxA z_VZCYw)>vdryv`OGu8@hdS|W>Ek9sBOA#_wPyymOf%Z=ve{IuZjL2Bq{k2TtJw4Kq zy}lhNAu$v4Y(1o(VzTUWeYMY_mQgJ1vlGomEV&m!z^$P&d}2S*9LXaJnlD6Fbve%A z@4f=!=xo||ZfdsH2ST_Xh8qD`?hjW%?8mF$@l~_1>EvSxa|Z)+BGOlui+z+@Y{;&h z!-zB0n$6#-uGJ%kjw85VeRt@s_g2~>N~WI5Coc*E9#AW?8?PTP&Smk1g#mG>T*>2v zE+eJK4%KPl29YzokBb>6(8E?cf^;QiqnZ9UTbnEZ;?Eii9rxeW>bVo8-;`|)deBo< z%?$fx#cixL($L!Grr>tAxm@=!zbF<{x($0Ude5hX#N5%~whrkI_s3tBmf*_V$#vCvX%SJxRY%f`1wN zErlWlFDMCP=9jS5vAc(0OP2<7IQo1fKO|?-0nw1Qt>zYSqh>-x9jYcE@=#Zp z$hM@^Jz)@5#U{_n&Qj*%{6r*(z1jwLT<%5?l-S#s^pa~s2hwXys>3I03J+HkLlT&c ziC7C~smv|jV|=uo&70uE zBOK2Q2vY9hA!L4z+k-qJ!6=Q-_CapoS z=|RDkKh=`_R7mKkylNGP(=n08#W`|#$nEihFg@}737^$5_+i3@yF>%pRDTsD6EMI7 z_Ae|UeF(0?cw&Y%8n_Bo{{=9wjfu!?eB*9y*2a=lG#y4p+bg1eev}Gs$WQ06h||lX zQ?zB^OqqT>I(UACZ$7HR7n}d}OR>Uy`&xtfpuIm3@Pb*WwH&mltVsg6R}XG)kq_IE z8Lzb4MuJv9=CD4wd!pYScRrdYC1R}pLp_IKaH>Gpwd=DluO^$ZCIwBbmJ-9rv06tH zf0Ns(q)J4081b+X{Ew768!Zqn&ziKy(*IGz2Xc^iyp-Y@0a3L;qV~?TKLHw(WqXWR z#7}7E(o(F0yQbD+y3uEdd6y=TkPBO55ph(}@4-jp^YN(SivgjsHds5o@HF>^BE7A_;YER=`>-?rmM`IYRlQvvr`MvOhKsj%Qah5ZGv}$aN4)z~}>qXf{r-83; ze&)s$9?hgZtpVLo7>Wf=PWwEPs=K|~yMM4E$SrXawI^cCH6l^|N}uPXIm^SCpLhW9 zI%=f@*%_fx;PA~rJQt3$qh-YGM0@pR2M-GSIt@L90r&lPxEGg)8ASf1OFwOiX;tdc zdlL*(UE-xgmu&q!!wjLf0Ye;m8@vJ`yUX}9Rp?B_Glr2}Qt)>|FkrrtADd^-amg?T4)B15TnU zG&T#hEQ!Symx!wVsn)7eL;{~K_1sZmh1_+%_rTx=a+ZhXlag>69^y?{zBW?#gj zfD4Ij^*|R^>1?Tc&Eq6z`}FfvPMen~2_ZL}VJ3)72hER@RjRds@vhMD2p<0civ*8McRr&=F51p+`163ycqtH8AXJCAlqHAw$?BYNDj+j4m`W{ZD6ZU4Vrdg zl<_NYmwwKarOAD2ph2(kNvem5E*1HzG@gvYFpGKN4`3&5%Eq&>1+sH3Snl4`x+ zQajo3(hWCTDZi|I9ATO_sOQ;9UUYHpzDSEJ(Fka>C=M3D0JM?lWMtqqAG0>7N7K=c zpcm6-yMC&g!yVq!`Re->5pj!qK*E-GhU9Bbl6|IT9c^l-ZHj|zQhKg!ond|n_AUG9 z$+CF@95(Kgy?J!J8P1vU^Ke3Lp3X)e-;^d83!@GJwqwR(ApAbzqe=<8ccD|Qdlg+# z`liL@_(&FKSUnm!?X6xtP$V*pdNbQZcW2ge*zNCL(WlhE2@5z3iql`wD5yB9u*sEq zkl5IDbazs2b}*X{g2ddf)9$d9bR+MxqC)JwT`=xdT}E8*;u+LlbgR1^JNh4j<@0|Qx?*13yurHQ0*J!?Ci>6??RfCbs`K@sB+)aa z+tu6A`H%wMaL<;t;e@I8`ynkfkVNgw#(=?HqWPu>)C(V`WNT*)a2)@75ybXO2r7nxjdkh& z2i-EFuU}t*Pt;xEIkB@nw3wER|+|eCzEiDxUA*@9LZKq}_0Vv`AIt z+a}+S9U_2o-5nbBQin?j=#Q!$2o!Zw3_9s#G8;pUbgL_|Gc5YF z0H@npDP+Rr*(qYYJCW4nBYX$Et(b_RGoj{1-;Ws7QfrvmsyV;w(-Knqom!*W z4*`N>U@qdAiIhY~$xUB^l>4V!_iI;H+hka+R4TZ>aB<&Y4Y#;J(ts-=R)~P zerx z>GX|K2|M4s)y0ajkb3i3vD5LHU#9rbb`0Ck^qT(GHi)r{={Ng#2YZpfKqx=bEW#yJ z#_}E%zCD*8`wTD01XC+^o5aGVvpWg5+Pg3>lPOPQ=;XBi5!6>M_=N}?0Jwq;g9@Dt z<^lB?e$-&EX=|I&_-1jD^ zL-3Wx6&Q%vzW$VJ`KhTf@4Xk%29r2QB$AHo?MohpFqnvkVm|M{dx`pjO0&(@XtWV(gPWj>HKTL`+1#Y zRh<@(TMY)U*KF=;g);=ccd)0smGU@e7E=MrE+t=ak_Wo=if27sA2T8e80-1!&-Q&~ z>iR^BkFdUJ_t^beLU=BM1TWCPWI9%w35R^ZsVDatJ7B=6b$;|T5@u8FU!3kXvQPo1 zK&MeugMcDtwYDHHl&aW&0RIwRA+{IK?J$Q4QkTl%_~4$}?7@$=Gm+vD*Y|&Aqt0ko zSI1mmzP;>9WbR`pQDZ-=tYYqqAMVkyFU=BZfuJ!xCO?s}<$sfcW+Y#OR9!SjZ){Ja z@`M1nq@p$e2=!UDy6?(r7u-z{Pii;Ilp=~)K^9fPFfI*BxWD>OIz*MJ)|A{0Xv-)G!RcggITzyOqiX|tJi<@|Q0 za2V2bwZv4aWt9ouXnhq%zT$A#YWIUXyujZJrRtisoe2N*6k2-3okAOhKd%da_mf`k z!-_(e#4M|U_3w~30$s1z-S%E>ilA!!^5!P#0!Ppq;vLowbiay!iPj=NVdRsX7a{{8G+ZoHj{8nn(CoO7_+D zT2AD~?v#My1=;6v@=Wnmr52OtoUA*AR1Q{s$QDRx>7CLZCr1dIl4%k4{ofRJ0cX(- zLdE69XUdm0Y-rcw6ws~aw+h5 zzgWi&e}ESf@%X!2$_8zG4F~H{%1R2h3V-rrkuXc^TICe2h6t{uHQF`X^9VeT{V|qC z$hok|pH}2>*T)O>FS}%$b$0;fKiW5?iaYOTLl0m&Yf8UMU0zhX=IUlJzn5u!d^~c@ z)9>D-YFm`=R^xyIJ+HR+!q^xDx;s0sK7|zD#~ub$haZW8OF~2y4TWAJQJrqiFoLm> z+7=paq{L_DC_kQVa%9))&s0z%GMfPP2anT46kZ9|tBPha!*;EhzXs~8(!Y;L60gc*k96QJM zyYF?PsjO9*%#v?V_E}y%Fh9rKxCxXp_nJ38Sve1xl9BHF@XmU5NV+4;bXu1_!geWF z2P4B9W1jMm2nS-ndbHSXB$pTTX1-vm#2-RqPqz(e*e7rl-BnEdwV~hq+doSlM=EXH z1yBlNoC$9fv8gpsX{zB~u4>Y!?{UEbnJ>0NhWkuF@sg}SKtZk93eVAEK`1de8x3^n z2n(gI(p!`{+x=eV9#7XJuY<-~K-6;a@tP#iuk}=VM18Hz<1~rx=wQdEhBn-#%2}Ri z!lQigeueh9BE;(FO(107-D#Fy;q9?xvNK;@W3_wQ7LLaucJa9Y5l%MA^!t{NXU0Uo&YYUr^brsTkqzQ_j;Z(tj|TGI`FXK+zhGFwuN_RTVtG%4LJ$(HZUx$PV6 zHl-WES3vl*M8(es2rvFK(08XRl!?}2;<3aP_OvxQm65hhauuI+JDuA#6r4=m<2?$U zvi*easC%UZvefce`%%I-I%$i~z&Q&v`9~W?m{@wAK#Wr}I@(n@4q9_XSsgRdRC!>T z9lzftaY2auFOP-FF?&mcIvWR4=qltSJ=#zJmer0THg@I$hWMbH*jXQ@xo06NHx!tD z>78&}>*9#whH%$S7dHGo2+E~Vs3cl3e-Fa%zR%aEl*5SG#eV9g7ati<9Wp&0Q&sV& zXk>|@T|pQkl~eIn{c`XiPZ^b8J8_kt+O^Q5$?1V` z>qsOhV{om}oyEG^$#$3eXR3@ZZb1EQebMN5&duTkx)V^Eg-arWPN^LA_t4LK1ncm#SUh6LL@n7IrcV*bDTw+jE7`zkWEly&%#ohpacp#)giiHlrDaTxX~IrZ!9^#+ddpz?Vv``$-8Ue!l*@$G?+5f#={9x$-)P z5UNw#PZqji{1}YHzIA*JCQGb!g!nA;6fCPupAWx!8+^{+;fk4j1piPQ&(OkOtkyq> zuMdW1N>>;d7;EO}bc!4JG0J&t1tqW{nxK=yn4v>A+fs#?&k3eRT^d6j>gk5cBHkaEIA(QCkb?Uad-FYKbB~;^I z25{LBvu+}=DgIUcB{k+UMwSZc@H&TX4`e@D=nW?>{E|(kfA|du#b&}~<}TI4Uso%b zx6_FL1uuxn`4S#!nAA?^OmJ^N0_+#U8y0|^KD~!8RIx`wB2aNCr*gUI7#MVutTbAA z#nm8qgH<8(5191*r77Z>&b?4!&QM*n;NLWNxz_m`=S4RrnZYYeorCZ`d76Ni6aB5N zqpjb~gyQ>Pyp8}iM?nv7DDCh8-^Bxr*P?w_>+=pvuQlSnreVPP^{`qP{z zj+HJ_N;jD1D!2>`1D>6bSb8_Mv z4YbEJ?=Bzs7%63x<*pL()d24JWT)dU&mDJ6H-YM4q=E271OYjqEUQHaTq;chgWNI1 zdFn@R_#_5SePB3JY;j-5WEYw&<*Qq>q`^Y1^{zmSxAJd%YH zd(evy52!Dkx~0BAvUww&IsKCG?_Rugq7r}?d0HNc=M z$}c#UHk9R7p!(->7j;Qx2dQUyH!z!IzxpZCkBM-nyP1iG29L z3j?FpRi-;^eY|SwdVA4-h7k=zf(nZ!n)HE{ zo4dTCR)2^}iLnUk&PyK&eHVEPlgSR!QXQ+W6hFzG5|FJwKf2v4`G%X7KBd-03W-#q8A=J+j*C- z-Vbe{V4Fm$n?iead>=q=8k`W1bue2_Ky$CCeK_fMb@{u+rfife0@CuviD>Kx%EHzZ z<=x(~Y^CWm8YN2ln4)=kq0*mBrNK6aKMm|FhdNvSio=>gJ8#W-7~K!pqvA1Ks`o$r z&Zk>1wBv(Z<_i6&OqxcHz&!;xf>6_YB+Rw)4;AMfZ$To(usqTEF0sN;r)(A_(aiA6 zvK0EM^;&o5egs=6a!?>7>j<|f^r+*mMDvk^@re4TM1yAxB~rr$%T25t2;sD0Y_=r* z-S5?Af_B@$1YDnws~xFirTuygC$VpUP2&GG33a+B4Pw&*fR`rzpTCc(BM0qC6GaFN zG1={_v8%yPZ%iizk52kRIBb(v`@Z#OBA}fCNfQ6%3K1T;`EiBZ_uU*Den)m_iJhZM5D&a_{bLur0_))fdTHr@Mf zoxo{RU#L)TYvX=&^+`0AJxb57d4K^`zy+xrlxq2@4b5|uUAECju~BBct#0>8Xt6nd z*|$+(Bzftq?_@M8>llH@^O}TBE~14$>_n;2JxYym^ERD)6NCJVC&6JcJ|PV#ms?>{ z!OIA`R;^hqkI85N!yaX`P(FPF*Zh0P$AN^=uSF`tf9&jm?i9%l0e0M8I};tMXlg^F z)s^0C5i+pQO~4l^!NH~mSnyK<0OUak($t(k9EsxU_Zw*4a!TgPQgY2Fd|TY;7aaIq z@ChtFG;qDdeznW<+Lm$<=Ox#_npRRvDr+!fCw3^C@TJH`(zmnv zlop3S_|MSiEB@>H2JE@CJ=X*ls|Lm9Pqb{KFgVS|tfH0>{}zgJ76-Q;+w-9Spt z#HZhfceZUUc!+`ZE*jr_j%f(??-aM<-ufzy#V9%;P_i9cbyiuIMM5T{P)T z7TCh)#B{Ufd{wXzwbMXusn}jsqAC93p!Y2-r(dfau%f2orvc!sGGRfMFRnZw26L4! z!OyF5W^@(dmoe!GiZ)-jzeV!WwGeTec-ueT;XqKLfXfR>kmRy>m(HA6fg6x#I3lf; z{p|cIjF7fe4}P`-atCv4ed=Q{G~w)Exe#VBp%Sbkdq{~hJ}Fha2WzMBS&&_45%ryB zrI87?VRP)Ku~F*nNE!ZR6w+UG8>gE{9p}3ll*{7wgX&4&7%T%6ic-EdI5>bz@4PMG z1Ad}rJ43Ao3)E^<;bm_@5opXYR}cp7fS0kUpoqMXb7nYYllcQUF3S>6X037v&2j%M?I(6r5;HN#g0m{vo( z1IS40{;JY!8EmvcSPwL#74nv&<4tBvF#9U+PHc3}$F%HB7uAPI8+Gas{j|lELJ|~- z4{GmDNTbV-I&bLDKfMI2JoTxgk(azk7CR&GI+g3N40cbrGvhZ zHi#V1o<6J%w(HU;6gQfm9G4qP4X7n;2%c^ZmDWtveqf%641~zSOY;D8FpUq~hq>9% zu~Vo-{O(^^lguBw1Fh;Phpw7l`lmU3j}i?yM&mKq7?f`$0`a#5dnNk% zpZ)d6-oLk_gvlg=GBSrLr?qS6eXOW)Q)(`Nu`6?(d#^VXr)<}Cc_f1LIxJDwFyuXl zcJLKwV9-eDXw0YE`+@v(oS*{P0dS|?m^#s|f;A#X6 z%8o|)3h8$gDrwT9vS5$hNR#B-ww44QkNA7-Fh%<5pp zxM?kJ!(+>RV-+j5Ur{>Co5%4eO`b|6KbNY(>4J18-qQEdaxtX56~lET!_Xz_Q56By zFZ)$scltD-bm~f|us;n`Va0@`Eib-)i=6ChoMk}O2emN?fe=_dg+W1Fori^nlAah! zR1_kkd5Dz^FJtMmt32s?_@}DE-=)%h5*Sw+TSdfUBkMjC467$`WCI z6_q8j8T?(0c*J?oQXvB0WPmFtLodit`f5g#zxJXYpWmtz!fFOCnU8u%?J|g?*h_cc z03aiLaf*pAD03vP}quBc4W+hWt8RBu)zVJ;;d{YcvK6 zxFD}hvSg!a)|t?<-U}~GpMlIB|4btmCib;jjq2z#0RO!n`yob{&$dooT|5_FQ*stC zYR@413VCRzb>RmNwFW#^f#R~skA9B}omYE%WQI|lB+Pw^Gy!tPvNSz+FbHd63iG`Q z6l{FskxXL3qh0ebd{3mI9De{N< zmxngH^v@QR0>DqYlgW7gXVm(qmHsV;TE|DNKdi5(6 zrnEn5;4k=r1Z!mV29pPoBA)SRir-(3J0Gqo;n3fPW~=L4Cj~-6NU~l)W366L_rn`4 z^#&;&oETc+e_UQCs?2k!;-m+CU3%XR2nRG63?doGRT2)=N^enreUn{TvbGZSyf>!% zcV5kpzvUf^=x3sFsHJq!(CYE}?&h3^lkHD1UFZ=~L`cm1rv{dTDI^dlTx=}I682Za z{GyL(T6|03&6=4dV(2%~qVWmwlccNi zR?JzxTnu$M=SraC1D$h($!l0uc^hHG*uRZ&eAEs)2tw>)j&6)nmT)ki3EP}dO`c+jAjCH6z3f4&4@yro z#S=b{2TGMnlW!nNVkEg92=&xieSg*4vq_gMvUWzWx!l6gI=H@Ya>3!RHoMXF^@V)~ zG#79DD)8)h^*|r{D9DA;9&~-N|JlX>SRoToLHjHU0U8wiHk;X0iXd_eE!Uq~>yJ-g zeJTqy+4uTm?cF)3r^rb%v5yw~(3%-guAP11`*B?engksnbR-_`udi^C9aD5GwgNiUY~$VqVEbp^-d>8c@9-V#ulTz zPK_wDmqvyT4S88VwfDXsd-}7E8~1NziaknhGgsC~rdA==ZnzZ7L9pU(<1YR%4-up~ zCwn~61`JUGw`+c{1v@=>A=#+9mxdiJ7gqr`@j}0n=JhFirrU5elxS_3*5a%Yv)E%N z-SlD!eJ|>xS2UO{&A2@|40Jy8bKB^W7$eh7<|TcN^Zn);cS%81q0};RO#3 zUC}JQWR81U%sct$bb243Y~UPOrO4+`i%lL+6c`E=Dvh=iB0>`_*H!@unCQ=Dmf35Zbo)PUSVh83@p40tKn9j#P?|;Bj zs?kgplJ_+=Tx*Snc8aEaV6qiCL@Bl$`T=2gxhq6oAq2kbv|+WthRV0ES?>0=m^Pm( zjW&;A(|O(bf6ZqrHId`iSk8A%4QqDd*3P*$h&xy@$YMe>XdD`K%!=oR<%g=`a@0y#B!>LHL>#T^aXDXNWJ32r_rj~QKbo$tk7(RQhbEKF z2wg)&StVaAXGZTuvVG7&11<&B!9ROrnR?gg+Z?rA?R_?m*Unss0xPQ=PjN>L$(!A7 zUr73^+E^<-KJ4Dn5G# z?{KSNtAx?`O0RLkrk!DTtohXOCj(cYOoAU9w4Wq>N?lKAAqyOOl|E#aUiSqkO@o`* zQIJ=>R{)!^;{NFWtskVcA*5O44~ zrmJd47oEvc-sv+3G>Z8MtW$(%48H&r?JpqxhxX@N#n?ct-4m#_d-|3n7YksM*bdUio6!Pex2ANH3dsm0l)d=){vax zMG&_vZ{c{OQ;d-*79ZIf8|*LvIoS^t>Nk59L5tps2B~=d z0`&aFT2D9$9bbeTD;@&<-bJYP`a?7qQ3Hrq=4a+~?O{d+~V1 zYdmAzwHH3~wMm1e*F4JM5tuatYad~)@iR24ZAlH`%Cd|PB)@=pNL&2-*!^#MMal9> z(Ix4m>xhxrbMW!zx49m6UVOpp+&>Qa*?dcerPLH-LNL$GYU&^J@jaW+b%U;JJ2fI2pFARIQW%VGDYP;V{2a& zsQZf&J~?8OR(F2`FjJwPdIU*E?T_fjeeY18+so&M`E4%c_yRT>Y&kT zs6qw(OCo|RB!|V}1J%3}S7L7Q)URa8(8@@wltoe@g_W!0Eq+}qD~j==-8X-=F|VUfP-n80iMz_G z;N77G?@@ZEB>qG92a)GHEO|aEVJ59iipcNczV=-AFIzi-=68B!{%NG2GGTC;>~Yh0 zAmL?;Yd==Ns-;!%*PB6KO><+`Kgv+i?e%}*hEI~czEP8*y6a~ya74MAo=YPgUOba1VChaPa-o=jdI!}p$x)!* zHKg9z>F{YjX0aC#96#@$)NgbGOq*`(Q`=t<;tF}aA14qIM*}hJ_F{rRPv!z@bU-sC zVz7EB#IM_B`v;CIn97%^KI?ZCUL;hRy#SqLcJ^2A8!mAtP1)lZ)beBj*n~_j_Yoe{ zmNH2(JcAk~mVe*p@t)0d(#69A*$AdO47zbVEoXLL{`U5h9N4m<@hM=lK#0`o3iQ(P zTlm^T#}`d06};XXO{(pEb#<}NRlL;b!+{vLOgE=G+C28-OAtMwN*k|$bB9h@OpEJv zFbXl>%4Si+bk*f|em+aZW;+Bk%@%Q0*lYx^7APw10ee9;^9MAeV9Jarak>D$b;i`= zG#BC(RXA%XpYO8DeCkIlMpuJ)H+??u<04%4AGrYKKhVIz(pQ~L} z$(f?VBnzV+PJC#Fo-k%4AGH^;zp%#jrn>MBr9jBP9L~rRXN%=vS-%kVgh>(bY-_Y- z=Pda4+=KXIR=XDfraN&OKD4h(TVeDAl>G@{ESDSlY=1nR-=CK7 zPt~-EZTIz|sf@5b&BO&g=}gy@m6i+QQP`a2^5|Qt)rbDKD7@xtDSQzO;V>s^>m#AK z4k+Lk9;{e&Xb>-Y1aj){1lev5z8W(S^%*XR6#)EwB#$9$M;I{lnaTC-vB0r>34{4TwrxnUQiW3ym6W!|cP&pCOc<&G8Y@QrXXIK> zp6wvGfIrWcGyQVDJB^1R{M1GuJ9mUaNF$@!K$+dYbyeuY)%rRWFs=cp^9Bgxtdk*8FV1ijNOd;xbMoU;p zOvC-TDioxCHngS#?t2_pS2scKOwYz5H$T^J9oQc+H_1r5T(i)@&&mz|wm@g3e|qlA z;|IBP!?|kQ;=S0LQ3Ai5pnplYM!_wet(=kAbq)Ld6*jXQMRlQaV6bLv(9teh9Ak^c zHMd-e8gE;@8{B;$f~>)t`gk0Tg%)^*KQTB6wJ~5#9LLxUmQW6Oer>nvmV(A*u6IYH zyzrxM=)UX*dS$(M1LoRYOz0bn&3z(&MNdw0sd=3%`?j2inpN&fz|>Z zOy|^=x*jXWsF^}BXw&%YGF z|1zi07vOk#%KA|U4c+P)^xJuE|9E@jNaX3cgp;6h8om-H#xO(%8Ui>}(equ!p5C7+ zu=zn6M#@UPz?Wx>tT3iVi1ZBdbZ$#)YrJj7bzQV2cDXR41)m+ZVVR{`&^%0_oUl}D z4`;$+;v;-+qSM=G%<9HMN;c3>xK8yIdy7H6HRygWaxPpQ#T@@NVw7hpSfx3H&`x#X z<)I=jXnUYyjb?u%jnT;W@-NAyzP&d7og>tEb*whYK)^}_{hQA?{2-KVda~qNeqc9g ztTNdP#QH6invBA>S+wre3})znvL_j zr*3EH3$j?1Yo*wFX07@y+CM*82-KAuy++SYt}9U^phnQa&f(lu2*T~sTThq&Y>xc#PX!&gf4JO;=D~Ld&SlkuVooPQJ_3Fmz>e%5 zzXKftPAu9xhCfXGP20YoSHzAgt%tg)0mZtP{GV#q&zj?cPh4<|&DuW>6G`|m`gp9_ zjOx%-!TgeqU+tV_oal0H= zYUge^EUuV5hQmHsz`1SSZl8s8sRsV_iXZ;6%27`{`z!q0%qQMxNFUOzlLgzrM`QMF zX9#(cuAtHYNCjTjZxE6}+6-ShAhW*!Mi z5$Cq-@t-uX4{Sj2BG@ATtsqL`zQxWV=3ZA@EqN>RmJw#(ooHs$$93Wy+4hcyEoc=p zdiAm67_Q#wwLQOmX;_B^8a$n4B=uBR-<006^MRJn>#wyex$X=S&=-KdqmiNh!nS!2 zpPjxf+HiFXT#(r5&vd@}ndW?10*z_3fE(??F6l#8Zo8CVz#-!Em7!qfT9$mTiTNT5 z)uXLnQr}W@z72#tP)+2=uX;LU9_M-1&89(-%QLM&nl0`fPQ+!=&JgK3E&6%u+k&Ow zI#AFU;U9m(0DnBFH)=A(;Wxbi&pK=M?_N)ZHCLWHxY>;zdDCFPhqA7O6=`mFJEw>**+=e9nfRdt0V|I zyL|ZV1fw^Zf$-V*yU41-@L(230K^iL)Ni%VTiUtoA1nN7a3|p~ZjHBBdZYYcB;O_% z@%X*J5?+6H&)n7Ba$}6{b2^rfW}{dcZC+?c1>R)dwZA4!7kJB=sBcx`0`Y;TDr z`tCZYlkM6(4fbvv!W4?2)=iT`+Yt8MA8nT3h!%5MeYeys|4MkQl6BTI;{8>YSm-B} z$vN0kX;HJ+2v?|h{A2PC5fpGfD7ZfUmSgLC?ej;Ibf#$vANh-A_L(X;v-f%oF)z(n zv)a6DnYZX#bSc}U?+d7s{%ZBT7gN}UwTCY?sb1+&N`JhWjIHgd)9iLatna=WeR1WN zW)VNdVwA_|sK|krku2>2PZYJqiM(*RKUq_gVG-Zg%QD+WCW?q#)X%9Ecb05oy7MJT ztLltxFthD-`$g!EaTV46!R0Q4cJ62-K@q1DZ_KDM@Gej^#`mnrcGHWAsEjtw$gsW3AhJl5mfv>iIA;xV9X1C`*)QDd{wi_C*S(vi?BU z6kZ$s#c{geybfzx%c6!u$&iUvq!j#c0I%%8apunFamU%$HItWL@)^RLYkjqIOHDit zo7~7uG%rZYglnaHP)wM<+DlZ9)qHv}^6pD4GF)keon>zz?oaE)WBn@6?~8HEw7Yus z_WrhfmlD+Mh$AW0XI7!2Sa2-Ftf%#Vq>R;p`}Ocq0Q_?2oz^@`+mmDYOt>s{Jxy6&2={NZ=TDsdd!n4A_{h;O|d z#3Sl7D`C2AFbXtW`uj^T45ZAqH_=9?)I06P-U%rqKaOYat}>NHI?;F#$9C=J_o!KP zs=fVabz!BU;Xp^_|KodhhrP#emDcJnU(PJ?3*Mf6nbde94u|b*2`6@qlRlkt1&51p zA-Kc6GDuh|9LA7S@p)=&GyjP|h`>M3^^ z!DVqs#y~o-5;uVT{an z`8rGTi>1??#7)k9=S>ny4GG}mXG-%IXkY3+QJY{LSENTM@-c_ktStoe?6lHI8)EH~ zj*wl19%&Sm&_q~qbPJHR;eV-3{|-xG%HPo&8In$8m|{cu64(bN2}0%`l8CgkW=P+0 z4?!NcO)0*;>pgTa^T&9rHurn??>L~a7A(Kt_&)zV5-c2?gHpfKl5TAi10Hm z%dN?~s1ZUtdA`yaHhPsiLTE`h=a;3>%%P<Kt3M*95&F*gVI>KPZ2h}rv+s8wTQ zU797G3Pa->TP!42eXNthzWCXHwn5xk>I zv_i>stM*1o-!|vH7+ptxcP!IOI(ldn^vMwubLf8rP<3v zjQtuZ_qLm0ZotGZKmo8VJ@e#WDR)nl-pZv&XhoV^_k@P^Cb7(;wTw!kQmeeh6}pZx zPZQy{rS|0OMa+NxeW%FJ+wx*>Q>laXY)Vao z>sh;vjPdfH)Q`KfJ{o6x=#_}J7@#|=HkJDYxU2?myvl`6?eDfbGBkf?{3Q$c_Ur;p zR#b3yKO$}yx^`D}_C?n_O)Hk3rq5g3y0`hYrk{+w{JmVcH(CqgO;Zww0R!;hqBkBq zYmVl6k9k_dPDzo2z5P!UwS!fz4Vr?#c;`tbQ-7cTIj;*d3KmKJD!XrzvfxKoG8_ds zJ4b)#VV0#bdv9`Q%x4A6DAcYkDix+%s`=Ig@e z4iI`%d5Svb+5}SV@iSke_qr-Scuvq^w8rXt60h^)s`m0qgimpI`l79;V$?c)FR4GB zc@yt(A0F1W#GdzI)I}@5rAA6IC&l#9>os7kr*x39wif=Eu~ttjtOO&Ui&I>VNcbY1 zrc|1n53Z*&nvCr^Jew%kD)Tk%I@f}IQg4froMLy77X8rvQG5oJ(t6Z(3!mM4O=#QR zq~BJ$NY2%nimfkL+MmO1lj|WT>z8rXpG0@~92s0RUNzml>FsOrhs?Km+jL-^FY4E*LJj)u>dh_O#L(I4I=u9th9wW?$-^P(_ zm5#_WrIux)vqfJ$a3xTTKntuWESq#aJAKU_O^W=LdGKkn4s3gB*EX>+F9%Pr(&~0v z%_XgJpSQ~Tcz0f-#`iAeUCYu->FPQo8Dsr5(G!*{a!uA}_fwykF8>N%{q7nlAFs1* zBJSGmhSefed5|ntX=)2>Y%x1PI+>$vi0k0N&TV=Xj8uzw6Me=foY^H`LfG11>+b2w zbDw8CdUmL&L}=2^FfW)Y($tc`Ec5s+bU5C!RDb{xJpv9V%5{as^X~*&lyReZzi2;e zGf1#`oAWa6(x}mSY<)GpP&ve?xQ?aHC7Fd($XU8FvDp*TiL}k7GcV)Q?!pzR+<`fj z6H|c5Imtfxh>{WJGc)7q)63ObDS4`kpVde2H9sy4$^qYh$j5jmQ6nnW7lV0_WKGt;!7ehk)yc;=p{wufSH+*G>MOl&{}9Cb@$}_AtymxDdW3 zHE60c9@hn5OcgKVPlj_BsYOH-AC^RzdCnpvR1E9JwOVg5CnQYPdwgj+%Sd{ClE4&C zrKPykhkQFE8rGmd<*Gc_f|uiX)yUhEz^S4d_p8nlw?FOF_VU@~JiZNRVfVhholU3u z+Nbt??u*Q4jM@#iz_%^7io8y~@{JDPI)N`g`Oahh8rF>6qMEMI{`0z2xcYagFf9LL zK`w@?W}K51Zjwvn@~5FvWu?9+d60$2WGrGFwky>$ppM6+N3>wg(&Zahf}Q}sJ3-tA zBGX6n9&Rl(-47{FlXYD5{p3#SgGsM-I81USKfyo~HjGi+ZVXei!a${SAjr1uJes17 zEa-V+pZTtpZMxrBAzhP}l=XLHNZ_}a(`kXgZT<>;vz+rz&x%;!kgwSbz7!%Xpc!+4 zW>xHHpd`Rs-gK=l4L;##Bepo??F+tp7{y(%AC+G3GQZ!};J3uQxN|UTkiy`Q?bHgx zT@D};Bk$-@<|X9uZ*6eJsx$kynFsmw091LuVk>|~lngv7 z!zsXvaLuZia6Uc)hKw&r+(#_3&j8(x$+fNkr_ZT0p^4LejPuE9rh#TY8s+)&K-gwa zy}qVSMGA$W&#g~K_k`N|^By6g%>=-2U#4(sBrqG4U?$n?(at}YoQ^KjJmhZhI1#q0 z$O?Pr{+@Yn>CKNnb)11{s!$**5u6|buocQp?QGX>JBJxJAmIPeeH-`+fK?md`IN7Zd6ovPdBLfhLz_qNmVf}JP-ZteOLNSC*69fmtU zov1;*B~R%eP2J$avgfMo?Yh)n=?`>s$`d)yxcboR6879v{y?z$sbWmFEat`I#-<_bI0A)N|1Q@_u^?Qp|2imrc7SRQ}B z__VD)$Dtw+F5=4RQ7G1iuA7^l2o=4r`-6g^-qAMTNKBH%;=QaJN(G| z)#Xa4PQS9!-g9LwbNlkrlcDPLDZZsZ`NV6igSOYTWm~mY^_BgzgoH=x=C$yfbn8(jmZ4$c8_`Y zFXUs&fuod)1{d>uv)^g&v|6aSt>j}C72Z@H@n~r`M&XKdkG2;BxqL z1`?&m2&)&1gS%6!UzL??y7t%2y#enZ;t>SQf#L5rPa&ivfZ@`Y%_nPjKIiwV+&7gq|MG$hV-oE$O5dSe7XTlf}x%zLsnx%^=F%-=<^ z@X5>`wya9b8|;&QmnsOwvKa=LjrGq)$d@ED7|;N__4`}M!yjZH!K{W>T0S;%j=6wJ zpUk=^ZIT8+Vj3y+L!nuW{dYjs70#E=sGZ-p@*#%w$GriPF)7$Xcb3+gxGS zeKyG@In94HQN3cOy%$YRmafeqdGfpv)-Rw)9qgU&mF5wD3oQi{CjxJsVGKYWC7G6Bgbg_blbc@e=1j;xw;>TA~U; z2NjbHW)P; zvmPZRcOBkkxg9&okRI$(hYkn5oL7~&32=!)af?=ki%DHx&+smyO@#)~(x~711zn25 z`riL|2LS*gF)eqn%)V~By6pAq$)tYbD>Yw&JqYK`mjSr_z(Nhcb%C$KZM*&Nh!8f< z3YT^WVO^`dIyVmWy`pxKLCVD99&`Fpj@CVNDpNDo;(qT#N}FOQsP#L_M@6JXuO+kh zV6Uq>0i2~2=-TPN;38lXscZi>-NETPV*lMi`_3pq$kl>cga?Mj17~3%dR4ivC<=i{ zq8Wd|cG7O3I1_Mh4tsWG_YB}PdL}B14j~u__u^DfDB(z2ku@yW=zM&W%hgS<{__{ zdfmeaj!ID2XZ&ot+vqRlf%up(LFTj(o}4%1Nkipy#$n=O-V^VEAQ;pz@(3&67$E=a z-jgbb-8U)!|D)@Z%J6K-(etY5_QZ4DRy4BV*hSZ6SHC0-2#UeqJhCu>u0PbAYPAJ( z$u>0e&u70a`Ge9ulX^h^>3Ixp!Jh4KjS6mrdHMb2B~|*UQ+$iiNZgAh_E?gDEu*NH zYvHrIuX=QA?S#UU+1U5S5XvUY>R!35Ku(M_+CCWcUPS(u+AAVJp@y=CeCMjoqA!4f zP7Ou!)hPXSVjN-$DQ$jB#D3@rUA_u#{3fo&F`*`K+2wa#D}{aIv1|c9t@}B2t8mKN z)`MMWQ1Vs!=;c>5kesGl@g4l8;C7J@#N|6_&?6sQk#H-(!P{?7t5n^f`U2*Sp$C-~WD$)K+Zmx_B5T9RLffT50J<{4MgH#GfPk(#@hA~8VqRw|z=fgE*`@&>RHZ`<|e z@H+$nHT$mXA1M8MVf7)`=x-+Ox26C)59cHKR&X$metXe%b_qV)(X=?Ww8!iU$3Klc z`3CdL-pVXMCdjPxJMeK;FHm}mo~*hZnw*?0kHPWrqyk*f(|&JB5x*xos!zEKz{dTJ zO0%a?z}J=F%I0bKPA#YOJ0vk{69qV3)F=h&r3|Htv4C4Irm$kf!5jhvd2%7&xp<|? z)G=*DDLS>EplW8UHeJ95c&LNAlNfX)eW168jTaFoNelcSK;sy+?}@3i2#D;jP#u3# zV`%ar`esRaUOXf)#$=cmTl3y8O6J0y<;Oy4HN+vFnk?S!PSvQaT5xo5c0Qs9H}Q`@1{5}M)VjUTz8#8$ec9-+3FxHO<=<5#d# z$ql6`|HRxd5OW8Cy8bxf9QOcf;9%VqKgsYnTojw3!2{USBZ#$_e~y2s{PzLwQDNNjs8D~Pa{HUvx#)9L zAI~#IytlzG^mYVH_UcZGu^i<@NtRQXf7plr_PsY-OmSx+ojeLU@}ww?SH32g<0>SmhtZ*Y%J$J z;+uMbNiO7!RI4=J(Q}Uio57gWUaSfY)F^19;nSOEreA)kISKY5FY-(>oT%S%H4~QcuTVj=j0wJjl{KParvjUW^ljgT^jy%5<_>!0i_pXR-{5b&!0`IvxK&tPd z&06CBkLn8_hk`riUWDhxHy<=L!+ynWtSF2Q2dpxxyZ>yTCKAr6e`A1Q*yuy1x0mz; zFZJjQspeTx1_l@5Pv2S2uUaKBG0U&70>nSPKtaRllpCLZ#pUmDOPeh%419ew<@tbl zOQYf+-O8QuQ#wZVnph!)-IJ}~BE0q|_&*#bL;4?#&h6)ty`dXJ^RG=dmQG=4i8XCa z<9~Pi>H%)qAlF?|eqsrgj1asp@oAlI@W!3o;1f-z_=V0O2W?MG!54d&=!qp(>!0*G zKIwA$R(TVJoELC9$=8qC;BfLne#lMY-!MU*pc1edPm13n!o;=D0*$47s4bEr=b~3D zq5^WQr^LOSkAg~+rKd*woJ5Z7r$_?WjTk0B=vE_kD?hMxnLY;tHPF{UKj<|ROmj7J zS)6RY(?1)%C)`-&SAJ2NT;Y6rY^#x;JZMDVP^6lSzHmu|F(WDzr|)AYT%{9yp13>n zd1QtImmzt4h_yKY=9ix#s1r#goFHo3*;9v{cq@~>A}c_xh!ig z#r3Y8yzxKN7Ph{C6|$iI@x7?1D@?nXem#yO zSQ(gU@uU!IBMYHp8K(}Z5qxUf?zTG;_{-GB%sBe&^l8Vu_bBV1WH{8eTNxvsUq2v` zXWeAJ-{8RaTyZJNPd!DT>d00EjR=~YU^vbEZ{x)G$@73^m?%Fw26Ljy`J5R0U48g+ z^a?pcDRj4|Tm3^9Le)%HiZXS1t-}gpZyOJ{d@Bne#3UM)fDQLabicTqBOGNu7O0p> z`3j8=f+<0%OX`!Ihx*#I!mx{cV+TQiP&s@C2;DXq%e1ZeK8_Kt&$zE_;jz=rwy z%NbZ-H0STDqg$Z8BcEWtaSi=(>~M}6u|HFoxIcqM9<;(?oVNFr#7?Us(p+YbM!R2E z(0A+Qn&@c{PPO2OV=&xWMYcshTf4}Bm!7WIl}#d&JSLl7xnn~B_*wAXBKL5-uXbq` z!pv-|x(6$=8m$@iodLwpl>9?l-;db^mx*|!$2ZfNwD?|4e-8j<=&pAvPA_W1!1Sp9nxrXRO!3n*d&l+$d5(=Wj{E^@1t z%|H)=zKkUI$Wtti-NGm0oLi`GZn&eTNTAn32@I1>VM)k2X3L|&IkMU$7C^O2c7Zw_;ik3^(kD@iMZ(ApWP`$*yj zvNb!?77soDqR}T5^HC`@Q-2Q5t=r<2Bva&+JEX!gy5u^x&>iOBZcM8)NQ&)P&+bIg zW21D~j4xHPzni9>R{cGlJUpTHH(7mjb9N=fZOm3XhXH^o||J-!suiol*VT z{nd1J>uu2>EJ0%V5y9+OGHawjxe3X|ncKtZUqWLOX5CKHpJ-}@G$tPfh-Za-HgFuR z@TTz_H<^6!L>SlDU#t8#=9K5Q%+<6Jr=Pruat8M(?QvVI2km2%swfA2-tPJqk#rCK z$15aUs%Fz~jEe_oP3@uZxf<}_3F40wDvQeg0HGu&lkoltZWf;_>um|$dUG*$B%{tm z3>{~l<0M;y6VVe_8k4wY#>X|c-v20hnKBZCBgb(PIs?YoT-Lxh{$fgt#*V~WC*m|F zL&RO;JEQqG_I)0X#0<2E9Oc@k)0<_vIyr^vS56r>>5BUSQaY?VNP*Aw$NB4Xvq6v~ z0X}!4JFE}}tWw;MzkitGrlxE4W6c%`*xl0tv2cL)vREM#M|`3x&-7B%jF>sue}6Ts z=AbENz*Ty$`Hi8PF!Kwzsif#%Ztg!!9%m;sexS4vXM~u(|?|cFye8z;1 z1=##JVDgZue+o6aOI|V*xS5S_CA`oO2Qvts+PgoK6#zJD%&LMI4K=+Og?<3A;2ZQz z|A4ed1>{4FHzROz3RUDFFNDU=#>0yRRjuz|uPgG3d5RLj0lZtG(&q9V{PN#QIU)^j znJtzx2+0r%eM%pzpvjzjAj(a@%IwIEyM@;9`X+f%;;g=Y1a($lWqi(U$hg74mU<@; z(7adyCFC2#SdoBY83@k6X8m`#PmuvWRSE30`i!ita6~dPvXilJjd5e;_ z0*cwMd(fs#|C;jZUq`rYp`i5LbWQ zCQkni<_8EqqO^8qWWT93JcXWvjy1Uwprq$h$Zepc&e(u@RU{?Qpx~UqL(_%EdeKR( zfM%`6gKaSSlqd`S*1cKQ37O#9UZ8ng_FwWe_Ov$@3^r**Tp$*-&AA%3IDlL&z);zI zB?rj={hM{ukVqjwLH+qPv(U5Jb)o2Vuxp^h1I@Wc$3GPV!Y%{#TLr$FOU5AO^}3!Y zT6GT*Cm}UUf3ffmASk3z2H@gBz{k{YKxu{uv>(uzY-*VgSSJU;q4|zTs1(E%7&C_^ zPLoZot{(v>(0oVem6VInjgRV!tG0TQl8Yh|8}^X5dd;X2BO~> zDdP?sKxlW;8deM$PI*BDq086IQ0;TgaIJO>)AI@lOS?&O+A+ z)aO+bmT)LJP<(1q>N>X0{41%EI6VSNU?jwB2T(tdO}`{%E+5ayTysJiEY6$){Mb7OAopZl*Lfq`}J zd(Tlq=bzuyxXCoucW7rT0VTd4>;yRh#e|Tgq(4Hk_@9Y8vujrfZ9}1fEgqm3|7KZj zQ!dC}2*LXsuqa-b?9HkqpDT&bR%5|$kqIZ#L(T+p2F&DV+#sIzL=-9jF97g!x}Ixh z!87C1tc3>1*#Gv185ORhDLP&KQPv^gr^-P$#QXlP*c28Xv+2VMsm zhaS>?pk`>={EC3}&k$E1T?KgoSIK`TThXkpA3cN~#qtQ^CF5QP<0eue5lVy@h)N5i zjvzpB10*Sim;WAt_`j*c&B*ruO&xzF+QkUHQns78WLVZ{0!b`)y=B24PRTWGN$ zFh@y#b_;en>n1b%QKC^ysb;kcoDn5L3r=sk0LNmR`?B3w`4XdXU4zh9HSqs&zL5n% zQ+2&T`LOaR5`jGZ+Go&Gt6?DNYI9w9p1`K1tVTaV0RAlrn%~5xK|hu*wPFm30G9vR zA-+osl43G@REzHsy6gG)fJ`AVzDx%6dkgoEbGMz(#b1PQ9ye{bcI?b`$QUXG*-#Yr zW!?s}eX6H_rsR=E3KU+Y3pk;_9p5x~^{5LYOz<{vYP2~Fh}+XGQirdFc2CFb%zhLq zCC4&p&_hRyfWzLG&GFiu7xdc6;oOL^991thQ~94Ky305XFX(hrYJHC!6W9#2J0DOY zh(RZVlKay`WDmTu$KS@-Vxaw0%<)*L`}xtbiBa5rUDIvrmtN-q&O5_K?mCAl`u-Ek zAA-D2heNh^laV{7IZ=K_a962MrNGTOu9Re zgc0Z^LNtmdw}V+y^;+k$wwPdtVgsj9Yn*1tU6=c@t=!j+_`oe{ ztn)WdvQU4u`BHdm5IjzC+nyGqRY}u~>qbRe4F;QWf$GX_Js255$Po^9G)Dk9 zWxwuyTbD~|%HzGtX;Bql`F7zT2a%(kXTJ&ZV$TI6#alIvV{_{5F3(SP;BZ_kI)yBx z&LYA}L~X>$07@p>y(vn4l#9V#7u zo4_9HtxUE_ENXO0~;yETL<>qV9}SDIKy> zM?ueUz6l52Kzz=?qM$1wDd9?!W6CRn+1Lgp{LIs-4D{25Yu5>Ir%qc!9+4`0EWZ-=jgpB!k{877+r+9l1%&wLea=d_bka z7y@cDn9LQM+=qoElHlhPi+XX&MiS-9TfDwDe8t(-;rv*W?gSG}Zj+LcqRu=Oj93~^ zELR)}kP^sCzC{8+WW@FTCpEXajt%M^qrBnEOd~{82x2&>8{*mg?uzz?wYM7m{r7FS z9l-t_O9UxsSkI>ib?kEC#eqW;Y1&ciC-Ms1jx5o01^W2Iom3D_P&NlR#}ppx=)C9WuXl%? zyi9nVW-xc>do&igz!5%4#4J_G=_>Eh$pO%spe;9Scu(XA?u=3v3AQ;gQ!%?w19?Hy z+d*a>A!gv>y6|`|i!SMyhrhp-D;fAD?eoZxU;m5QHKfHdUvPZiDRNbUxHvlN38sL< zWR0NvI-aN8lgDP#LrAbsLp|~I#di)jL)cB~9*)p94{c0b)eLwcVNr;L zM#hkd@JEvhA)1(&$b2HF*;D76@q5w^7!l2)YLxrlQ~#0p95vEw@OpYD+Yu!G*RC}Os)5tpTQ*qtjs-1_wPYBcR00X zK!>Ab#Br}T`z{W~`mNn`cNcj`1B zjGBJH26Zbfa^=6kdNnu&7L$2yToMCrtVw&b-z7TMwn(I1a)kjV-@}(kMXv5j35;fO zJxIWE5$ujmepZ_2KCOf?#&QVY?1@*5SKQjo z|MCK07N|So+g#1Lr9XPW}F3h|xZQB`!;9)%LYdt(J88sJ*tORvlGMijQ$SjZMB?Gg9b zovW<|9({6KgR!@3;&9$V7-}5qNwR6N)1yno{zoO{*~{i)&7Nc_PTDDf;~3No4LP_l-Qc z7;;8nxr@XW4%civ2m+2YeVRR6$d!KUcT+LX#=fa4`WMs_OTJdt4WVgemb-L6T|+wJ zQc!!RbhOJ2AN+3elq=J(l?Q_dvsXy{M<)+>tY$AS&eZ$qioTm@teHsS9rbO=x9cK> z6R?Fl{{ED!S8es?fyU+4;Lq_ggL+PfN#66_9*WqGW+3c+Im&>`^VP}P(lw%ppOs6= zw+>v@Q^sRBY|+r9!`u6kIe=cOlM1_`j+YyCfRu@{&3~ZJAIZ2aIwUZV^$posOO4oq z(bIviiH=)v6z3IHWh9g$NoQw6UPnJBNfrFKTP` zPSw+aD_DVohn&+KR1b;cZt?)NhTM;WL>IfU4amEWw7RlrZCR9>L|E<4{VJdf1*X!>vz zZv0-eWBA2oJZevTkq zm|q(u%DaeskPYITC-q>UIM@Mx2Km@qU`o%sl}4jT`INK&i*~OFEKAS@w(q%peggM8 zSjP{T5lpRQ;PqTmBo+0++k2$=$&DkHm&xSWA<~SXE2gor@f!*W@xA2%yVIs*K09q| z{%v&!^^_w|=O_b@u7T;MAvh8ezAC`gr_t_DAVFSFFkN!0&VbX&xc6i#45zCz7~{nVzZjK4kVunSopq+< zmw2VhfGaZf-f;mg)hzp<)#1i)MafDCTSLAs!hvyND$F)*ADVZ*p@AI|aWxm4tLLm+NYZD5HJ$a}W_9^V8(Ej?na+ z$GLbY#q&OJaDF$7%NO$B(1~cVJ_=HmMSyw4h)UI68;>fT^ZBvSTF)PxUhC+zib{)! ze3Q1kWk!kLl9ZgBM3!GaJlXFrdy6OdK^8)NI+Snp3w zzjBVVEyyXAcB@>#()XZ|qT87;Dw%L_4T1ceh2^zUiU%=kX`5~QFdcRd!Q6E@v}fsz z-eemga=sUIdN6Kwu-=ykPheU|(N^Cj)eWNk1>SWY=6nSO2l@6uBw@Fo;S<$E=zX~K zkyK(D$5h^X4It4xy1zPX5xW1f({|V!+;i@-l|eC56vZ(@bZrXxxIe3w(BErcj3RcF z>SSWGXuCzY(F^`-*a&DT$%}c$f2J%zM;D-X3?IGWmYSt?s>3mD0m#QEOHT^8=E)Hs zKD-wzazqUd4y$9Du6~0Z&xOWQ4@yEK-l1To5He&*#BLhr_3vVfLv6a1A|t(VU7R+L zxfVX}NJeb`_6@V2K-@XrCE)@!jb8yF)B86!HK?f@;y}7n=X@6-D<`XwK5`VvnQj5k zXK%2uNDQ3;$Q{2yM<^zDaOG@8z#nzh<_gzRWkT>~X?TfDIM*3=ColUY^4s~HIjc7W zY-#cq?JY>3Jbp))Xbio1*cq|npf8gs>@FJD9SGruNy;hLsUfYYG9urz51+fE#$WHQ zjdV#pj-{CIoZFH|3{Ssp(M<|#54zLI*xVdw(UV5yH2w5%ZqLaaBo|{$<-RTioL>v_ z%k{BQkSly5SW|X}hGYjVz9fNttAWsY{_{@tNeC9){Gc0u9qJWLw|#<9H!P5qRK#Q!9!XaN&-h$XupHByO$hUE`2$ z5ZC?27p>Xn083mPp}~V~@z3J3u@MCh&F`+;?LS2zv-Y|bWIL*wqm=yHESlD5-=@K* z_U=f*+%AO~;`2vfR+RyoOqE1T1AQ1{jjef82goO&$g^HcsGNRhZ%O3o&{oXsEMXo? zt1bIuFGJJC-rGdni?Kw>q9@Mt(mab_6EzFCav)&(%PX!M`&xj$7ej+iXdIa@w~es? zUs9s(O7G~4Xre)5B*)n~l6b}MP{$%$?QZ9=))gKJWN@wOHb~+41}~*Tw?ga=SBJZ} zOeKe%;i=d{!1QT)Vrqdmt&s!LJoM|vHh_8%;7kPQK*dTX+$Z8&r$o6Y&UhLhJPo#s zT8-Q>nJLHXG35tBre{C;1Kl^)y}mJu*)iTYk-Ly+VkN)hqM{1E`cannXnT2}R=p5C zc>3LuY^T`Q9_23_Pe?@w_NZlo5VNCG=Ogg2;TBLL>5n7mf11UsR{8V2i@120^Wlf= zG46i1zvH9yAcp({jj!(jM|BU(??J3lDx&^sIkUCfXHa`oC+jpLe#dIyJt^HqHEs`T zf0jQwneZP?&FR(__OHom74jB~xImN6=^-L-p%JA9HuL#Jlfnx({jynv?iQM=Zyg7Z1$tk%=sKMm|WS zX6->d1Xyq~0sDv7%LA^HGxzNvfdtBe_%;3}Ur;$62)OX-uZOsIP zebBoNIViK|>HOj;BK6^KcxD@sRI{2HS|S^XC?1iIb6F|7tjSun~N*5+RYUzZ!5>r|RY95v2^d{zE1enqk8ZYHKS7 zeiO}IQr-LcvWfh(_sWRLNY61Rs_)D$^&P=plZ)-ia~S$j{e#P)0W(3g9UavAHAG!i z|0tOEc%uRZ8{eY!pIc3U6X1nz*jP4_zpV+#EDhwmPQ}z^ax_Z{f7WkDud>TUOAETc zr)zF0l#=td4VT>bk&b=eSv69~Wj>|B`SU%6cxU{?2k7-x0&iy-u3bT394fDE6+&N< z5gt8*5`lq_tWDHwv__Hmz`QspGa13am+P{z=-h#&@(jeWO;bP^hW&3-i z60#9H@0!~^{hIKt+=taZ69AVRekowgI7b3Fu!9wid;@8->D8HAlWIUM2oU>{@8r5H zu!Xnkl)Vq}Ij92g$uLS#sZKVvT=a?80rOLQt?lU(&KG_{4n+5n^9wjBkYgv1Z^)Iy z7IdB^P)yJ*CmOA2OOid>LdLg^w0YJ3mcfY@dz!*?yA|iQ<9EjD{dt-HfVPU1CauAO z-g`m6m;JB&u`x-sVOu^Q?u!Ej00Z1uKr6+8-i{ZWMA_p9d(-%4*8!7m2yO=k70WX2 zw`Ta2A@7RY^2ywG8wmiACuulM+sPxze3dapt&};=k4%)F4ra&~JOFo$PWMh1Z$b_Q z#8}Hdc5r!8{p(%uou|&V(K5=4n&m}NY{fjf0h6%l(&qv`qQk+eX@aY()EfXp41?3q7Fck2ncY z>npzSrVMm)oxn&gB(3%mBor*n&J->=ne;u6m8;7s9K9;%CRYTR4uq2wM3b4524||p zl$Xz!o|uiZlWTw_I!x@bGH;wMJEBH0x!id9*UiD(w>R=NOKLo7J78H#Im)S)BM}7k zUAO%Ga1?s*YF^h1#4z1|4CS-mkb^AyUVbb1LJ-XM3I)HjH?B~vLPCgyB-{8{X0=M#|RVLCX;QHI8w@?8>{?BO79AJh*oMf5%d5OZUTNr){ z(hoJSV~YlwVbdX=xHx=weav^*aVX21(`B9zq+*9?ulZamtyJ8z08b0ucrF zyaytJ_LOR8e~o0#h9uxuBkuDWl~*XKAI)Xh27a~&$ts)9w2}b6Sn!bp&dNUQKazd% z&%U_-lYc5(^0`usu(k2ZQJiQ_CUeu+wA{$G6%;chKP0{l|zPE@Hc&{2jjd z0F7V%({>g9U(;bY&dfn|4)u&LQs@=&H1zd0LkkoZ1ZyeymtP>#DY185UU+s&`uXE7 zEPf$)L;ky=^c`b=M8)mfH;f3=@BH@k;KLN`Sn>mLQNFc`+QNU4DDg+Y_K71tC3nwfE*N|r5Q)F>E@%yZP^FQA0=_q21 zapTemJ7)+!>E(Hf0qGWG#s-)3HZ*?+h95$*jH8E2Iy~kYBnt7@ynG(^F8kmvCfXpX z-}g~5F=bP^OYshsvyHL9M|3m_9xy#Jo0gw0Duc)ezNRWLPVCID*$cbM->KfQk<0tJ zw*}&GH3oNtQ_S^E=;#oD%TKU1pOo~1- zP@5UEi@Gi|xotILY)|`l23*xjMw2SwIdGao*O(phSloqF3TRS=!LMgcx@a^FS@4 zxMmfDYvW4!PrkF)WX?=CqKL+5D_Luj1$7RB%wKSBlIJN2%D#E>q`9+*7JOw$q0L>2Pv?t%d9 z&vgOF`%eLwBZKIBgtBn9eGg;VmW~H1QQvr*;WNW`pHU+&thULb1xpsR7!J2s( z!3+*10vi~JsGxIl`SACwNzyf1atF=tct<_0z=$@J<5IHb@ki4qq~gCYhx24`f#lyx zj+akyxvxJkGi>&n2E|s1Mh`Cd0t7gt7hY_8odpoRl{{E4t+X9=H}m`CwtF9Mk)e!t z5vm7OZ!ec+4J> zem(38e*hxS>f82A5f0_jcUj{8ESP_Oaxqx-zoVW1H^DLObq+d@8~3u&J68IcV(J`R zSwIrO5TsKv{kezX)_A!XA&PccnyQa_eij5wfgSRpHLc*RkVDz}7zS$=c~=efrahtA zBdAe~50tp+CG*rZZ(#rp-HsJ&l6d*b1eJWOv^aUtx|C%eb2YoYH|`GS(_Shw8-U^e zrv`igv59J26m@NjqKFg{FQn&S5rz08N5Q)g7&kvKx777J4hb*w&iTbqj!OC_I!nD{ zS(IWTH#5{a0+fhBqb}r5VDjmn=OHvPA`ayB8>A0SAt3yZJ6o1QiwCObW0~*FzIyqZ zwU=Dv2cGvHEwshilDZr=-#?@xZ2TA-Zrjae1t}9c$}8v%Fhojq|GqOynE?y(#6Y@T zz9K$))hCy#yCJoP?5?c&Holue{;R^8bguw~VSPdizCT)6yjZ0-HtwK~g|qBi-Fn zO1FU04T2yk-5^K^(kUg1Al;pcgmjm{oeTB7Pa>Rfh*n&9pYHI%X+q~FhT93e8p0nJy zphH8zR1u&=oCIM`rV5IyyyCu_TYx`G!3jtXke~<+xKzRQ{}rLVmNp)K*Ii)fo!+){ zy3d+pCT}E}Vn`1J<(KXhD1!yK5(Dt)H}0?q+Jy8us(^T9r$)vb8&FK&Q(fwy)60CVhUQ3`gr1&vdLh9}y9DA5&H zy9PRR6_~&OCl+<{__nh`_3muv6))f;zm{E?C>LUR>{j@MbhPdn<3Ozg;VcSZEKjmw z#5H5#_+yh%e;RkC1sJC8O<_l4vDXxuQ=B-KmM5qIftjB=EJO?&-I#A2uEt1v#Qebi z=gopcYxHcCF_{ydnPdgg02Hvgf@zc+&=56)&+#Q7(7qK1Kxg@Khj}U!@5tM)9DixZ zyLrloMDEcczxo$vmC2+%V7m8sM?99{%urI&#IWwVQU$Cnf*9c4C<*KzS&C&ceh+WS zU=ce3!`8mw|0xh9kBm3+#*O<=+!lM1mpcAXK=#(e|84~kojit&-dEe(z6Y^ARxMx+B*7PIflN&3xH&Xeyg)WG+(1Q zK>Y>|h;!a*TM*Xpyrk)g#i4@~<#UeA=I(-*&PwN&Nj_O)DDQeNE>-fcj2B;9gVNuInm; zl|{)*aFuE`h;*RuTvxkq?cV-h^A#uT4Ks~o6t(}2_s81~LEqceuT%HQtv@s&cN@L6fDTW+cPd={3&S*kxi1XUsuapL%ozVCnQbD?;{Gx0xBQna4}1mSe1dm;w} zP-DZv0OB~q4anj7r+jmKpPfl}GpUQ6-b4;jwq9FC$ zrhD-U7yF4=o>%3HD+)Ho43%ry$Nl*gS$p#r=11PX+w~ipzF~?Fg;d~MH(aF2?naG8AR}k|^|d;Wtqvwf zO*yTgQ!epnk!EzF)g9HhUvCIL|8?KhYNd~Fr0&_XzmI~RrT}MRikz8AP_?vV;IFiw zg^>^qC9lLF`RAg-U?0>%@Wd)WsxMXb{OG5tS*ITork@`LR+ZhyWInrwc15GA0@}mP z^{@LfIw9biWJ(s6)qC4sr+Z8zO`d3f-%=%&Wiwt<<#G6YYiy>TW-v=k(;ciAmfbtYYl3Q-6saq@KNghYVozS+B zg51{~B}?H*ur5X<6T|v)f3symKTZc~{wf&sHY$H1S8&7kXlBmarvfn?Eya(9-;J)g zGa%rM;6}|LwZwa$DuyZf&(u=+%uLPnI=v1C^`=^`L|n~!DQH0AJ^sH|oktWJ=FzPs zttW?1!&DqOQvURg-p86eHN}?(H|QK!2U={AIy{mkeJ|H~(LFTY#M7d{z_P6A7dD#` z@NUbTMAW`0!GFFHI`1|XNgw2HLo9U#{x3%lmTg7oFT4iUFVciMNR5g>Si-!|PzQ(d zv;|NsR*G%WT{yZ@$Ndv&kzs{|I|q*yL-0kHH1BFSzH?p?8Jl4%nrjN|?B`gV?@GGQ zYx(=6Va9<0a1Zo@C`A1lDJ(mC z50BSmCo8A-0i{}R!Kegnv;F*18?F6ecn!K5k&(J?$y3C#iO+hIhcntfi)PQ%R~F9l zPT>Dpy9w;#d^;-`yVMasJ*}c_G{)miIJTDbca><)u+}mYPphx5_ZvS122vR`O@)V% zJXdVG$Asvtu0ow_w*NMHg;!QAE)HFh-(Uh z5E5T(?&^<4(a{rU1dE)0iO2oDqxuSilNjQ)IpWapaAs|7Q9hMT0qMQX+AW@EIb{9x zCc-d+<&ut@!huMbEN{T7&Ay^(B`bpiINcZ^0xYTm8;VkKJtnoK*WhSrstqppYNQ?Ti@83% zf+PPSKLf0}nR23r)wNz$GJH9AV8C!`!EZF?0SSWw9l&Dl^OgO;ba-kb@A6ASyGW0h z=C6*4Qvyi5%C8xLq|`gJ-ED0is)cHhmK%eZ#KU%w8xV&J3z4L4{@6JF6dX!wKOQ^a zCRD~U%R#hX;|@_h=LR3ARNhLpUmw67RB92gyi`e2(!)r8O3p0U#f2+zhPLN-fSuW9 z8v2GQ>)i5dK7B`_nEbuu#kjF3kRI@gub3M%?%^qXvuyj;yWgco@|78N$+_UhH~d#u zZ_Tm|3%MHZnFDz-LqSaam6t42m~uv=`THjJ{PSZYXKwxKyGp72wTnPrAx?jOn&S$| zE6|LkjY+LJ2jCZQ(Tyc83=Y5LKVJGYsjMz;GvXr5b8B7yb&b7UH{b@pdQ>Kb2akY* z@uPQh!*;bN`NKwg2sVehXO4VgNtJo;^R1UWAD?vK;n*%B{wNKCP8Zm&Evjw=1?$?u zTE|R+_2}Nvw>Puj#%{i+f5sw{Bx$@h6mIL+VXr&AurOu|m%)N|21z>)Z0MK&(02Xv zb$iF*TuGGUO&euHLrFJ4eV`cU8oUOD0BQDsqR}=~FjhSSzbMm)RsoS9c->msLY;U2 zX{1vr;q`(8FgxqT@`6h2ISBdPvEYOLTE+K@T?czg=-?D@bW3Quu;K%EH~ti|*myr;2Df zNZKWe#*1zHBP~~klV&fr?d5SPZ@!5y6sYt#B>gq@JfsIrHqEH6j5gI@)le%E=bBrP zFijbdtqQ?aN*8NKn`FN$L_{R-uwcqZIKyRfQ~k0_h!WVWzMuygzYlWxEQtZOdXsr) zLzf4aqAFFZR7vMlp+P2@OUX94b}NqC;%2xJG1WT-q&BZETSs&to2h`yZMZ+sd7_yZ zF0FosxabWg4pl>{d2d7K^irpZvUcfFZd)+bwKHG{8&Uul-;ja|ZQ?o2f07(ChBeZ; z+sl8xc0AwDun&yZ5RbQq_gxJZiwb9!e@=l7F$jQeMNm8sGLo8d`Z-egL8IDQ#PB65 zrcMAt%_L8!JdK26D!js?wpQYJ6$R2bY>xoOw08UHG~QSda}Ss z3SS;ghu9j+lmx+YA(IU!#{7N0jXhPhCa9ltdE20FhbI{=mZinnLchq6D#wfK0l5lT zItu&;#JFK}z<*F(^t*o(4#WgTFo*`kHZy3j(O2sk!=z9kZ{@}?jvnfX&@wu6UgLpjaN}khCCvJZ* z$c-ZUgl*`rm>3Jdq@zS~yA$c%Lteb#8~I>>#WvXe3T|Qrqou{4a0pvz)VFeca(=}4 zy#HY%0TyJGJCR^R3_%wCb7h)OsE3<8OVt{me2a~&^6|zF-Md3naft;?v&Cyxp#NCH zArsM#GL{Q0-01YyG8czM|79rqik7C~v4L6pAHF;vhWX@~)ph5ncmL^9{W+n>9u-y02_qS?Req*I@uRJQ^=BfJ5@%uju z`1cDhf#pmcr}wdeqV-H&9YxP*V+6r6FU^w&m@s&B5TF4AB3e@znEfJr+S}kuWla9n zHsXcOE5?(Ie6~AzHFn*dUD3$MHUxFvLSbEr$N8(PI&&90i<*~rg)ZER_U5T#mm=wbXRx-8o!bn9`ic9Dy&`k`# z6nwTIAV>vgQ~sk=a+|it=6=x*7Am5Z4wb>bOpVd^2DZG8;q>%J_~!KZH@b_r!~~o# zTMJY%EQfN38?DERYh2dU@b4N3@^cJ3eLp*t5p>@}7WTQ_i_Y>z#j7!)DcIo;eFIChQj>t z@QyUzDcBdOzC{ucFsb*jDOYl6Ay^)kC)fm5dIXaEDLQn|VIVRh?2jG*Uk%RYPtL70 zSY|@Ybrp4cO#)Oi$3c$!7y|+M=}Sm-Lqjcnl0O*84|m01hjIT-Z66a{1D}US6<`_x z#49_J%HZ1M^J0DZ@+Bs9n(GE`#8P6Rel1dPkjpZNH~tVB0bWf#j{;b55Ew8r_U}{2 zWS|!1DGokZU=Q3_24{09kEcWr?fwW(nq{mKOcvvnj662A$ZIjWwJ%}Ie@GNS?04(# z2^qp2Ctm*1B zpPv$;rU)(c+O?_!<}94j(+v-n10&*-hx+KYhYhdAe4F`7}HaF7Z zdo{Ks-S-8rLnUrZH;)hI@)M#NKlK=|)iTOYuHo0N-1thCn!3<8({ zJ)5kP83F}t$zoZ~D+oTs5_*eEv)AMuwqkw(0kfZf{Cz+c$UUno4_Sf3?*dZgNEv?g z5l~nd-t+;m%cr>{1Tdig(l;VU?RlC!eZtqMVcI4xelg2 z++`I92Kx`2!Ofu9so=4IsK~)wn9Ezj z4T6+1YRZ}I%zsGK3P^-~+p7)_766gRa)Eb)FUTDigX{xDBBd;=VWg>g?lgWj)ix+b zk_0i1q2LOhPJGCK=J<^Qp>Gm8EoHDK5AqawPTf<7>H= zct>=L&z6Id#VG@Lg~rm^*}{dEgO3|=u1yCL@_nG0$+)+6C{QJsfU#RzwHbEB+@E^Q z+6Y2?&cN2AP5y7=uHnUbnMO~4O;+X<p;rb3$AYusA`ZHnd9jDpXLST##hq97iF#2!u!*ynruZR$Y3Rfx$iaR)N4fT)qF zyP*P6L-&^qzo*jT<7vw7x@j#QK|z`b={Y(0&dwq$6w>A7%sq2P$0>(oKtvNyU-J=e*9B(Um#SYG3oPD z0)lj)cLrOKr}k-pqI+^9>Y7M9zv2&uZ0-byw0vjRuVRt%_qV%7ohU#hOys~sc}JZt za4lSx6|`%5ny~*HeHMg~t)4UBN5#9G9XyT9)vIoF*)w&msBZrybNdES7+smmnk1j2 zX>HFtD8BHM{TE*#!M+2V&Y@Jicn8z3)e{`yuHpa%Aemk`%Wq`BM#)I1N^fGa{b87m zK2+jAyG#(TV2_ZA{|J-@qBXjeoMa@$%M0#U1ovu72}NdXdr2J$LRvpW7@&84C^|Fv zERP%zXDJlcGJS$&G(3^V7{~;0FtCU;{tmqnQKRqG9*?h&`T{a?J8|nxoG^Ss9Mo%f zLKeg2h$k)B@fafa7U0ZF(Kt?j2!Y2oHVKlwGpfYisY(8 z+h~Af{eS!8SsJh*w!44*aeIJ#{*A0ZRWt%({V^7g{^NFYm;JxFN{%U7Bj}D68*}i> zqnwS&&3Icra7QB~%4IPBTwme@4u?mxAGOQc;s*c-0US4AYTV7fAZzJFf?vAJC6vJ% z?$Q%boCR%mGzC0)^1c4&yzjP{=+(wID7+j3V~c&>czM@$_8c5LCIkb)P{pxaBk7{GrM+1|KpFa?Flfk5MUK*T;VUPQ-SxS&KjE_eKv=iV*mOi75t1 zMPTys4S3EgC`d#_kyQjoU;2u(4bmshn15a4y?1Cg9;iT|*Izva{IDq=zZY9LEAJ9m z7G<l7P z8}*wFFG~39>mERs<60kAL14#UBfkWgrQ02z?*mwHlt$bQh%OLL6pXfS(?W_S57N&Z`|V`*whOZ2|IuORU==o^Uv~(AU#kQbmxkf=iy4UQ z#r+@*uw8S4e<&k6tA?Zbxr?vDUspHl(LZRi{%2pG?j&20VH`h)xhe?mAp;BOFA3Q@ zy^lxe#{x#p8x5l|X=xREfD#Br2#M@OPe@y0viSByo{Zy##We2{1oB*e(Gv14?K;Tj zz&SF2wTK81#}z<-d)|RR2IMRWDwBl38J#hw&*(1TJ6%jGyM7UHI0D!lC@^grG zUZJ|^_kVf_fgpi};Lp=5_dn-ywdgy@$rhiz_R~_pb)HRmTxJPFZ>0xkHk8uk22*(1 zAsuw>;Moxaj@dkE6CyzJhfa*yB7o>Q^tY{(PafbS#8@)&$y!BA{pRw*E9^~8*h9_U z=@81V!s-w5$^*Hw`Squ|l~Y4`^1=l!Ycv0`WdsENeu?80H?Z7W4cN8&Ufp}VDm#Sp z^fo-p99C(bZi1q4)cqKgE1*z@s_Fd4ZQ%okX59SoA}P=|U68ivLAMwIUS6Z%5A^qt z=g7eM^y?i8KDMA*kXxw9^=2+I_y~v8=7=1WkI?TLiK3$;GFN@Rsh6Vl!8Thf(U>1P zE%1}10EaK!eZES-U{ecRNi8iU=(Png2nB`P_4Vv;2L@#9eP$cbCJ=FbQ0xkQ%kKrW zpubLv3E*U0XR$&L@HcIT4PycD|5vCCgKBzbyP#5|kx@cE5{4B)AR~Ap;k4dKh$Av6 zr-Ak{wNONf4ArXl!vx*u`#e0 zerDkJS{&(voZDcp;G%LJ7?4^fP)Jkzrp0$(Lw~-Wxc!T#Z&+mH&%@^56*m-9wK5?a zT0)>x$rRV%f|XETX%fg$ZKp4#mB6zPobQ9v70p7O^2f5uw0|IDBv`T>$O3OJtt6i9 z8)}T`&;F8$qGq&R8~T%HFnc!@86N1zi+NkbD{7OqMQQA?C)v>U%H360cc^D$(xP*A zHu%>Vd+Y(p-XDc^7XSi=Xkr1cAUZ-ATF!&PWEiw71c5OO?CKO1$V}(pGiuPQ87>#+ zC|CYg#5=%pZRq{)#!6=`gVaX%`|3gBVvp2O9|~&^FMh_aS0=stV7T6y<_(mXkxvVa zin6$Rd2=|HQL(_}^OIM~v;a}O22_%jK#SZd3BiK=;jcV4rbsH!XaFXDv+Ip*Pq=5e z(We#o?K9*YvJi0%v*T_fLyxja~U`K&m zcACQ8YZ(k)Q1@qwN{1yR-R*IhbV{F@5y?`^bIPA!R)TmFVNMubV_Bs69!|=hvd2KH z9(+3c(cz5?P08a)#>$zt=VEY8aEj{ffsly+)@1kl(<79pXc06<;a|bn+pPM0Wl`W^ zjFONgI(qCa3GzIV=!Kve#8cEqkJ`Rw*mQbF06`aRqQn zE~~bOYK`p+NUaUf`QuU5luZWn*V_P#x@xW}AZWg5cJ{>&S;+EJ04tAEu8^nS;Skx6 zYy1t!Ay<0qw>R4uy2}8s+nV229#S~Tl?JiFM!Pc$M_;-S>v`&U_}|zdhzSdavL+E1 zA<*yb>{tf0Q3kpNRRpDLlF!-N0|4y3OyD^FX$Lq7+Nuhk|5Ua1;Ng0|)$qHU=(SY$ zrIHf0zEE;6!!M4e@1*c{r`qXiD+=JX5kVi9d6Xsl=Fnwhf?ls>E|G%&UdB@KZrg8% z7Amvj=C`)d*4L?zZ)al2m@L7-66Hz2UO*aCa^ZMhd4PZZ_E5DjNQ|YD8zIK}|3x7^ zVDQ7?hOR24MJ;0xmaD|GVMO=u@6HH|bLZx=)84rGSSBXMq0sw0c0;U=wDhk^1voAr zvX$<*{p^d?o{6$giBmP~^xSJ3lhPVZXLl!m$+TRCCEn+f>9kCMGVFy4;G8 z=mbGZ(Zb_H}TN_I#y zPVs%e0hAwt@;qxP%#FoTxMYGpjjWRs6Of;T=>AWh=iYLsNolH>PJxP&VU4*W%kwp& z;%@E2*u=h!i=@my*9K!ylp5M@wfFkU5LhbJHVR-b}i#|E!OuVJTzsYI9K^FZv zg(}&SBve%IiId(bmB@d7Il6$(d9(1=cT`*x4$eo`2xNfx5{J-Lk7Or zLur3taX{K$Mt*i<>hKaHq)Nfn?S$FX;@HQ17({Jls%@U8_M20qFDZECni(RCiMZfd zv@m>{<|m%7&Qvu|9ZJ`;#r=@b_yyjUvVi!8t-0Q zeyrVc^^j}(J^N90B&Xecaw%?eT3@x&oY7tM53SU&a44$YT%N6S@ox_+vks&QM7V69 zsuL~exn`8;*^RLWmO9i~YpU~|7BoWHT@?lpu!Z4ZzlP%e1kg`=gvLm=~TSY>arukU4F+FDmay(_KNsXAFA8W)M{ z_LFbS1oSr=0?9*ZwrpZ{2IBF+yDKK#zTnx&Cl-Hk*|+)NQjAT zP9%t=POcc(m+(Aob}}QYk?WE(WMa%E4YHs86>dRCP6{n4P7c2NOUZ*0bX}U~cxvJBt!Uc#iHowBYsa4sFoWFd z8$gN(KvMl@w{pP~$0|*zE@rUg)YLm!B~^sNT;7Ei5o-OAG{P4Q*0HUuWgw|TpAf~ z%=g7jy}gafmGbvN6Ag#&Y!hNkucAaf29!nJ&8t}JsIOgHzZg_>{5i?}Wdk`aeUI(K zJu@5*V2i>dB39hJ>3FIzD6=x9|DtXz8Lh|jG^Xd>nF{6>L+2SyO}On}7+SWeMCX!A z3bf$5o+Kb%hU~MRgfTwQ7K5mK4$T?1%ORj%=trB^y!#!F-l7}W>yp7Ye#TY&27XyS zD1zWp-OJc&0SI==!+PrJC`!@C4;UCol%a?q;�eKS7>Sdce|}Zs^SH{<_p4GoK;F zv+b?sM>X?lsru9nj*C{`ts4#sR7clp=Q%4x$ZwHAhXr`zf&XwmjT)$Peq%7+k2rsf(4~G)(B7PHB*QCN&Y5#OnvY10}NsJJ*k@4O(O-;Q58$u^ADkoU%!$i5Gul(ycyBm!}acO zWklsv4&n83Zu)y38-l4O;XMsrAeXsu;p=eyKT{sSBIJs<#{q0nb_?oZ9ndzSk{ip! zomPvp+WLKR>4|@KYN5>ZxH*qrnt|}Ld8>t9n);Wank;Ek9qSo2^fcuQAce-%Z?-}fJ-Y!4C>AXTWVcZj6;Y;)Kaj}6A z&AA=w;8z05I0y~#Q^R!gEX_l~*h;nS3qZr2$mr2Q>o;|@1TK2?8meCP)EA#hMmBwi zVlnl6kD;AK>aSYT!UUZfK!I?Rir&KmAESl=#qe&jlH=V}Fn~5JqN23z8Kba3`ww`O8oM=wV{8b6oa_tVn z{e!XlEA5t#QcRPpmi8~sFTM@l50~9kA%|2IKx1bcRDh;FZQU5LeS=>7GUPbV>(nV% z3wH&9xDTRCRwfcoRFLD+fPvoVs;AO*g}tVS9TD$kMSrVEUx&%bt)TNe=|Q=8%}QF~ z<&slX{)%d#qTS20KVcBu_}RZopxpQK{UYxrxGnhLLPC7K)EJnSeh3+v2h}#U5xFIG zL(UJ~x%~E)zGY864_DHYNL6mo4}9?72kk@1{wrEZV=UtK)|NH9%JLBEyM}@%Px- zU9Zl!pRaXu*yywpxgf*3=o~LR7^-dSlkXYvHQr6SKSnJ)^~!qmuBC$J$lo}H0kjdL zgBUSe%E)_ru12H9=l=C7fo!lu{HunNO09nOmZREA{p;#k0VXV25z1jnBaMT|j}z*j zd$zQ|8S>;Qu^p4cBV}6J%|iQGI;JXwCV>i>|IQAX#)mYTX&e4Aw$Gq&L>iQJ^je2Y z{X2s@up!%5p2t0umNi!D*nBD_Re1_xqVTK-u>K55bEWOx=uJdKgzBLx$b13@l0l?6YP|hw{Z^qnQ&cE5 zX(Vc6vs^GmwN*uy5Mm!X98OTY2-rva!^7+wqzS20ukUKPylZV8(0tfj9Cx? zbx2GU5lma|FHbY2HanV#pDhvdznRWP{&xgnt?#w($8oPbe)EwPC`r4?p|B$Deg`Lg z9>~v*MrQ+|wtb4|RmHb=PxUzfihcb}prubv-0teXxMR?gaTFF)S8Czr<|qaPgO$+H z)yRHiVYsxps7p)syi-mqOP}Ds*T)qrz&Ur&tF1{bhcr`o?mV&?ugL-xZpkBf@nVQx z)bHQFudSCJ57PLiaes>#eEWVl2#bsd@{USNmqgu%$W&n1!Md-2CaAd!| zmb?)qFhb=ikM#)Qle36H=~Ba=0CF&w8kd%YWERQ4hjyo%LwYrYCNj_CnN{rX2+F2H z39NjL^+g7VAO-%d2W!le38omsJcl#&_Mq5DKIKpa88uD<0AjH@$ok-9UNaeQ&{%kf zprC7H2{==j=u!$3c-@dT?n|pYXeT?5n7hoDPaLYU*2G?X@X6%*y~sZabXqR&KHs=y zS|w&T6_@q1JGD~xNcXjUU>H1$5jND43>v2>n&M;fEqnys%EA)}TFIbq4lwvn*S?+T zijrr!chBq?gpmqDt}kTjVSSMD_Y1?6kZ3dyEFp`j64a2B?oGMpvY}HOrv$tR5-9oi zL>%QaSg{)YPCJ?BYQHE)u9l>0UxFP6_p>Kd6!&w?Q=Y3LqgE-wSyq`qC?wIJ*&;tY z`fF4)>kaeAd|iA}NL4@zK@XKl(L)qvBIz=Z5hq_^mq}lLqtF_MV`T82|I>~wbpRB& zfazmA=`PQ{DMeA^%2ZO{{cD~?{NE{}B<)aVta=DYyaSes4Q2Iww)ef8;@~iWB zjm-mmNJyxWqmAMWA=qp*Q1!2K(&%<^aWxUV?|h|PXl+acje}$o#nEE1I5F-B3?zY zd3e@cnCq5A`ASo-%hARgo=u;l4RzbYcqT@TKYYSm=5=bu)VR%KDFY@#uFW<1EG-y2 z>^!^y=|@BaYK?8ZQi;9;ucb$gZB4_uVaCHr+ze@2OqOJ@bVg~68ffViM};{rE1reYsHypgMe!Hhs?!0@RXb8GBSpsI;NIxxeM=4XE<{ixuBe-O_Y9n|+R z_3_v+Y!)b4?NWOw5fMhU;y_}M&-E`Ts2wSp=9_9bR4T%Zq}hHwuTV(TCJQl*3OZDF zSD=y|Y>RX;ZHf+h+x@|CquAox*Tq8s4K6Q#rct#@7sx912ekciGtD}(w6jJWN;&RO zp=!uMwc!!43~>N1pbHmhv2y^$kaDruXZD8#p_{@K;-HRrIE8my{mZijglCaF5|vx{m=| zP9^fXJzB@Lp{GR}R>3_~ zRzj8h4kFC@`jpqf)J@7{0bN{!#1uAb>fr{*#f4`=DU^NuN<7CSIUlsgH z>7x~!52T|$C=oM_45y^-NW;Oh(QfcPMgtghw7J*s6;WC)SM&c$fPnQX8*k4Ejg&1) z=?2=*b`6A)HvhLEh#u2+fpsfpFMJ$ma_tM}zG-cAx3Jn-@NP^T z7@*ep@R%Cf#mK+X93Z)t6J%9~#wn^fB&wg>JjbdB+L{O><$=?)pYt~cNZpzlY z-;J=r`E=hR9|Iqq0g6f>WrA!*6utGMJ&b+KPMOYbrOr&A(v0H9`)j@W2$hb0z6@Cg zd+l&tXK(MW%=xivg-ZV_Iw}`vKRE4KjC>D{KQ|B&ev{H_x<*K&v5x*6c_@tC`B!Y@ z+yDtk>fiSV`GrdIF#iqOV-W!%i@bbg3?`9?>)b9-!KRr0Vu3HX?q72K1d!-hse{tt zI$3x0`gb}w90vL@pA=a1Z;}u=s;_MAub|w~{!mO;heva*<%l6KUc%qM)@oCa=GVla zCb7t;YsD=Sfrz4>wmRM8)GNzEK3vxps4jYd0Skk&e7m#({y>~$vFaM`nFW~eO;r_= zlCp*VY>3?xqedN)U)Y@1q2M%TK0P(ala4xj6CN(^@lnF_52Xk=Um<>cU7s8(=9rLQ z8Pj<;z~EGX1N%w{B?IJXX|h1;;J~*x1_d66zrXTIu>awG1?Dn)0~TD01N@6~2hpyS z(R;(2{>az*-wr0^I+ycevu5zGe_qWIaw*nY1RN-RQVv0IxMe*46B7^kKGKKYyk{#1 zs=N}ms4sx>W}t&Sh0czARPPg$PZD`D;2f@P?jhE}7L|nW?_I*w`%#}v#_}UrLlulK zfA8B8n7=s6sVwfiwE)VAfin^2$CKnUl>6i0;+UqW%l;NNgxxO_0i-hj*$=$RtB1Xt zu+9Gj1IZShG4#@_t^O!3-@jlrxNcK}S<3hJUw?`hgX6+%pM-3cmCL@($;#i{+ys%M zh%vWek$Sq|bC4W)X=)KNI4s+O2L>hr>v*)b<+-@H*l?b~V}mK}1l!%^GkuD}_w8Gj z#2wUJ$X2<7gibmx-Dz|RkJTeJay$Wl=as&}xhBu&$4%3<4nLZiI|9>SSPR?AU1BjA zn`!Ck0P?Wb0Mml`Li<8`6Fze-$-XjZaCrrK+&&+vi7M6F&*s!R%oAlC$EtZ`cC_$+ zeymb-8#d(K|LxnWBCV3HZBIPBTXpd~k4#KVs%*yZ&3bQtji5YO?xmbLj(s$wLVawH zi#F`X3cfKo7-KiD8*DvVBnbx14*$f}AZ=I$cz%`hiW2x57+VbB(}?qomo0>K+g1a;sCF>!*1ee+8t z4R7pJz*Q^KJaU8&hFlyAp(vP~dje+kzH;)EAMH2mPG}zoz0vco5kB*~$2h+IdD{pu z*z`w71SJ^_DQWz#3q;%-FfcfxRKND#mS^4eqEOc2HUf++{?YN8ocQWsOMO??j!`C=ADNq!A}O_yzi6n61UW2`l4r7pD*y| zk#T)6CKhr}IGRuBG8FF-{v1mv$~-^bj&cA^T@Q)(cD%==h^`#qTVSId)YuS|};QIBobNPfIMALTIo4)<~l`=FNknE%<9!=3g9 z(0;l*4N5{!C?g+z00XpsoPcSTi_IbD)XgX`Z;ZX4-DEBHvx31h!CZ5%J3Bj1d@jxw zg*XOWMe;0=;==cDcWNny88x_AeVunCacWQGF#3v5B}jr2<2e6$Uc|o{B^DtH#(;wF zvpq#msIXAJM@Kc}bf}oh$H8ISUiSoB95APW^7U&OU_P!(N za(Dm)Y{!SZ7>uw~%M|erYNKUeWVSPFLubVL$)5&#&D@lYmwS@G80y>z7N1H9?Tux& zBDc5=gz`J#Em5C`qhdwe^>N19 zun%Agc};G93{W~MSpKftbE*@EsV)l(_otel;?_qNL*y$keK4nj;&3OaB|S-Z9nLrhZV&D`|#^h-#UG-;|T zLfGR#=5g_4Rh4fexKC3|b?$T1jZ>Zv%9=A>>R_@jPd8Gezuy>EnccV5@`32Ma(czz8V}NdKnMrsc#$5Zt*j4+7HNI(^Va1h_kO^5!~en2 z$D^ZkM?t3z9y^>FrBXv_W@m3O#GS`!snhhQ9$WO>x@?Ox?yEi0uK4VPUdlI~n*3ey z-KybRpP2~=0{mR&v9FFrsDyn|U^TY+WE_S}`}!2o47dtJi^kkPp9l7XubRo-%pYU- zD)8Xt?@FJRMZLX4h{_|2XxN_h-HDD&e;|*XT022^#v~eFOwjwUj19ND?V?a;G01~L`xXLS)zEW7{vyXRw!>mj_i|YB?5AE&mECj#pWPILbBS#s5l^`AHm}tJBdatz2sAEGLF-vA)*Fj~ zgUS6nk;3Pz_(DQLH?Xj>@c~R^lsnmP*yIt@((=36sL|3S<@DUmdbIJC`NhkpP>itB z|JJhWpq|Hl$~MeoyWt>&$A;&@gQOIm!ONC&TJe_ypq=~h!@3Cea=-L&{%-}U>6(Er zIC{y>oqm1`sD{m6lEW)K`9@4i`L(umPrg6BI6E8xbDY0O7RiezX&ZF*aJy|xl=GOh zq3Zs)Z2CAjvqmhNBKs25L?Aw*UM3y#6R-Nl2(UD@&Xk!17Ax2!-%)?Zka~ZxTAWhv z?3kv(?4o*^1FDddfphxqI#E2djkA9%=3Q9z<^Hs@Vdm%(^R#m~IzBZht1zqlTJ_c8 zo|Z(csu(($vS&Qn5HVuY$~kE*OHEDPfE=c$^NS-dRCb!@`SzT_i-v4hgQ+@e+MhkI z;>ApjftwsbIMJph_iM&Edc(}_bPurDKwkX!Di2h2bTu#}-E_-)RW-flgOOZcU%lDS zPGG;mXr(RRM+J7{%BJsMf?4dZKRm9_S&N4Q-KY#k;4)jm8!iieY5526mt=X}qgf5# z0e*az7%U_zJ@+P+hbjYQR<7vYO26{Z-THdx_s8`ZZH*!+6qjDR-_c0f_2TI0>FX0q zyi?U$!%lB0euWy$rkLQp@bupux0Bxt-Jl?4)ryO^V%$$)U(;)Jdj{}ZWLH@aS<0$s zLj;8lSnS4Qo_b2GEOlqyrTrWIs z>X%CQpqqZ0Oa+bh#Hda{wx)WoqlYl20Se=SazKKwn5c z7>m{2RTUS5PA?l63ph{x@*vwdbk740@Y4w5iH}zVyjG){e5dBWMhbbnP8>%)@JtM= zv$^MXax3$1Q#q@x7J6&=T@Zc-C8%(8WZ8lj#|PQ0CRhOxRX8J=zL#Jw6025mR+Q*v z(s@F}E44(WjXa|EaHtv#35*Uz5EY5q4umOX2=r6MCtSoGrH+3uf4;6|Jz2r%+MB>` zq`RHTu8`?~%UagIt+z53`X==O4Cjn(i=Fr2<~Ur$a(Udz+{TVj!Dl_&A&k>hx5 z>JA$4xN%{2ACKs*jv6nc%{8|aD@vj+)22lG(}kqLko)+0!m4KiHJj0d5T7b%jr&~< z?D1l~H`XdOOjpWySSZ`!FjFT6Tnxsw@ZgFXyokYde3q z*6eurOLJ84A64+E1XU0SB!`_-zqtnQd^a$R1PS(tAgTM(4cEl?3!reNn%a1<=j6&L zYGFDuGBVxdn_RvZhh(@EJfR=eYBaDKdYEooyT51JVuQAq)_Ry)TiE!KznyVv2sAd@ zXaL{AP+Ac*^jL=_B-hAw3(VI$ht%SkzqO*|kM3t%V1`od18n{n_%y1EPSi7^YqUpe z!}&#XQNcoQ7*s*t0A!wE9PvlmTLbUVpbRcxE`MNt)G~77P4TyexMQl?qsAh^Wbh#{ z8>LPk+u|zm>|nL+x`Q=T48S5Ul^d)T|IGqO3)jdUA9Seuywab^%+JrCF)r6OKAu?P zFyA+u%(p9j)^9Oo@HJj245Z-^T(DDl&9@!O8GBAvlDKP=GB#ko+^i+=>SjtZrFNGU)h%Rr^Ek2ZN7ALk^&=2Pbt`O1@j$qB}uxY+ zh26s!+jEMzlzcq-tdh0gGDSsYD;W+t3Zvmgdi6Pf+NAw4-S}+9rIj<5spa42SKEw7 zu2jcHYk@8v>>pbjvo#5g>tlb~R=&^<6x-oX)w_zif{R?*K{qN5pdf&DQlJ=UtM98O zcA@4z(;v2cfGT)QA+gTSSe!&#l5x~dW@L$ncqz z0^+EN>FMc{Z!u<4;hTsEOAOvb9Z`fAa<=$h`RwiOsnx2>7Dril_D)Pqb;;58bUT79 z{3F60>!A!hD)}T`l3TZA*!3(OY_OS`nP+{9&K4dejlXGS#tfB)9s<%@zvh}gE+Zf# zxi#0+eG$OfuL{_*jZo%pPk%CZ2(aPB0(e6;3_#MBe8iGgSfY`T7cm(~mzfn)B|}sC&IoZBz^;R!s?1PM0F5L0OMqoD z2l#`uh93d=6`Rl;0+ypg0jeayIg}d2nQ0hMSR2BbDM$lCqrV+vJ7fUvZ+qB`0tlM} z$iSiZWsw8KTtV($7{IJbKqXjJp`VR_`oP@3`5O;ZuEG^i48)T7kR-t651IZSKd8^SL$J(_IgHQ-#l8qJLQG81B;45g zDP$cEX9154K&Q431cM0vhu)z@zW?!qH*p>YxnsBS43Gx7qo}BWF(&`}m;X;!iH3r2 zG8e#!>w;!7heSf+|9|rG|Jf=XKDCPfUlRQ<5Ay$#=zq)W|CdDnmqh>n)kUgY0ASud z`0Y+2>~r>-TGYMhoTFC#-d^!$O!2)NBcRrzvEc{CIxtTPAU`nYVr~iftM*Xpi%L|d z)CYFroxXb?*rVN^XOaY*!3bMhHev6Zr&q3#LmxYsH9l3d#j~n+#o4Ry69QxK$`}sp z*tG$?i31!0NZrTZ40gYYU$@+RS%ThJ?KQ~%8U0P71$(z^aWu8`6;I5~(~=x!h3F^~ z{BN(KUX-K^H<boRvMt{Mhyongq%M?#4%>Cuq?wJ?eS|$15 zPOxNK30vFS?O(pA*gj@6>y3>MyLso!C96VvIO#i&jOxN?7apcIHa1QzmeKc79gQk+ zEHL*I7DEkz!5k3>yZ3mKXDUy2UYfH{CeA$~QQA-~b4FD(_L-=qbo7^}`82MHNF{yr z*`cI&RLH!ugd!N$u5QskTxrpNN95bM=`RP-fwF!KhC7NGXdO!mxkQ-zFYB{F<_BOb zAdA6S^VfFjkt~DILP=EVWY(`Xf#YmDsGP@Z6>&|3bKgr`cEg&fEZ$B1^C7(}cl3VQ z;31rI!%V!l?9;BlevK4pCG!pIDwF0EW)hU1U!*y9kd6G)EtJQ&ru)5OZ4)#1P(D^_Y=meaD5@>kSXs3CxQG}jL zw(lc6i&aTa7b|7?tBj27@v5cvq5boz*cYJ_WT2~0+Mw##?L;_n$J?c3S#sQdPKiY( zPEI}vqeG$$hk>?-(l3AxJW~rc&=9|5*?ZL zAin3^A;ecHgT^EJXWoGL%38C$W@oy|r$A3C@rdJR$} zlq8yWhj2yGOI&=K5J2GPi3{+XjQ>wV-fcxr23*t19ZQ# zOL9Fue--8-7Gul#n&ssYym6i0Ko4tg^1pjT!KVm$OzYDqc6%8n-@DccqlfM^uT7SIarHMqq)557M%n91C}2qgjDiFU?uuXolQzg8*nfyqk*EQGS!RNa^^p2c8m)4!*jz^w zFEkzQd&F_vB=_@k^=IceV_Upn<3KxMyBHCqd(T`&8eEM$D_{@R@9Gc)(uZT zXCc};lH*NB371oum*EZ=vvhfGj(H@MU(%%cTI);V7UAG434yD~sGFZn%BOq62Udt1 zVRjFW6LffUHMh`lgV`R>$l31WxLWwuu3Wr+E&{J@lp_)!*m;+6<#KM}^Y*a4T4VjQ ziw*<;Q(KT$z(S^g8x=azLLgmVNfA)D%ZI{1ogF^1fSwweE!g zv2!2J4>{ED5p^`JH9l7caC7n4A$=fA6QZMf9{@*+L`YbzrFh4jc|`?3mi#h&k{rcr z@O+8Kl@7_$i&#JQ!J&^;_=8pd7dZk!rkOWI-Z%B_UT$4ht>9Hm85DT zjPsHH59(1>ty@5il9@8c{i=zFJ{RpXmIdo}j=lLn7))?NE(4HX`P0b3#fENkw$@Ab_)( z(R8~|0KSgxW}nIS!!?!rbY!nB?pNR6DRs9N)7fJ>ZQXwwEjEQAX!ihd4_lh3 z{kA^3UhQ5z2n-Wlp8?1i2G5q!$RW9*py$(WGqlP6(}kO=ybYymVaP-_VyDp>?48LW zQ+vW`tyOPP`$A!1ReUfopTsv@vKa7|Htpe2Gk~FVhzt;rU{c4v(02~>oN@K653oaI zmT9dMKN)Lw^L}zvfkFimHbbGji2tgm95t#B<+u8@a}3X3o)6rEy>rh3z#TqDEt`qJ zx+}Dx7zJ~1+q77LR4YmFeI0gD2^27B?f{?5H}Z(Xw!#Xp>pdT`X>7*h*2YUv*cH{* zM^!q#loK->I|6&yI+poZZg|b<8f7ykqqVop3R0Lzd$MuCSC{pMqfl3uyR>U}ov8g& z=Xviu2qK~>^-q21x9L@H&;dB(;s1dEw6R@+BW6ySIbRO1PmblRU0!CF@BR>TLGa}j zG|27rr9ul*ektd)>w0?UQb>1}l=Jqs{s@1Z>;ut=8Ooir_FQ6jn{g=0`u65+))TB@ zIa9SAe5@zRr93cHo8Wi4_^(P+;YFH^8&_8q0G(A@i+OfO|HycNJ|&TAu^*l+yP@H@ z2JJDN7noUVZT5->cr&m$+w0M&6*2+nEI&DEM-^EajOKbmabmoTq0`|>@8DuN^(!-w zg8>-TMNLYt@fu98M~LH^E%u|U2pp(@z(8q`4SYSu4$QwYR?^6=1=s+RU0&x$PC_%U zVs*3Hu6p0_yDhsAlLSc)hT-FW<9F=V=nagoS$6PQKWPq8GX#b@JMAIFO-VA8<-wbLs9y6+* zc^MYAl5Ir=5%$aHeN;9*LINa=o6P(tPo%xksD!#y^AMctLyYBpWxtI8CHc3xmVj!b zJ31M30th2}z>R-91ok>f8U4dc_NzfNy=isp>q2U4baJEED;Ut|@^vA;*UcnC1G_S5 zgJ{wc;@^!J`PWAL{0vZ@zgq$Dh~dAHK5`-RieQ3RPb2#e7*q>h-z&*+@bK67On}z@ z1Aj9alQuV1HB#9WSAnC2jA;UdA$qb48LYFRFap%~s^vc^8&S>_|8L8G(X0DyM?RX> z8t#jKi_dO1MWiA64E>|-hF5A%p$Ia+{nICh2RwH3wFKSv*f~+S?l!5;Ca956Cc8J0 z38D|reAlx@zyzyd+z|O(hw4f!yNy5cFzfqI znHh;+pN1!adZz%r7E@4*i)G0JRrt*#ckMeUFyYmIxE@8`yC4{M9+R?!Fj)IJ`Cr7c zvC{b8h$S%&%6Z8y$gZRp73i>?QIoX5NghN$Z%eI#0RE5A+J6WzSUkG-n=B>tEux;@ zpSlcTEwdW9eH^5$YPa21JDT!h^0~i%^YGkAh>|;HtohMT!qCuA0!6jfc+gO_e=0~k zJGAm({Soorg=oYHty~@$J1P+Th)7Tb)sbzCFLUQW7V}_P`h6rVx-MCN2Shcro0fFE z`16hgA9#;+?SqdDS`09$RX!L0pG2zrvU7as8<|i`*QqR61k5! z#aHQDY95aGwd5X@TMp%_)VeB^;QMILv$PpEtDV10{fp247ua~uR+}Fgzm_Sb8ZJKn z`7gA+8vyC{hav%t!sA~G)$XgP&ZD=O73ce6su6K<@jt;@CEBr1h#}6k?T*))L)kB{ zG9C?2(s_X&S!Iff32(q@g|IpH|4kUw8afG$6 zIlKjC3F8)*cg)}(hHQVIojYo9&w);>Zxn$jZ!u6kRq&XfQmOFK|4TKymNCknOY<3^Elqd{R~RNF+u%rKlDoN+K4f| zmhXSWmnw9Za?9JSG%OdtC!DTpSbly6>SBvN9LKM>0Z6(<8b$(ra<2mrX@MmyHGl4J@!%O=ogWCR4_- zs#YjTHinfupK)BfgZ5%<3DpMomCeR#I&l%5X&rVPT=NtAq7*A}PT79wA-ei~&oZ4a zUYjpOkln2JomS&^-YFcrO-pmT5?X6hsh5I08Z#~WN~Oyt`#7TsaAi%>53Rt_9|7O} z*LE~7p(LVb^*mUREZ1nK*=4@O<_7!uAE{39alMw$y9-W6Kqcv__<*1OBAWWogkb;F zJk!l>J%qA?F%&=uOa+H`DE5G~yKNw8Wu(;2dhaPm8V~Bw?PRDP*J5}s+ZiZ&9c~s3 zp!N9Pa{uf)WnZmO%1n_h!`8Z}#r4XiZVzk4%{b>LauA4^PU&bQKjm?FSP2=f^Uz`n z(QVIb%{3d(iLsn39eSw{bFrMAc&2AoOOt0D=yjF!Nq<~pb`X$~0a_XiRc1`4{}bR^ zZVf6@Mwo~0uK3Tsy4@BtxmNRdxl=Z)I)IWV_2M})NZ&?lgwWDb5ik58QG86C4IO$dLM7ms}-WU z&-gY@P$~DGE@7Iqwc(1Pgpr+#GACCyOOeo=vqo0LYjK<#L z@LOgD5QHx^-W1ipfZ%eZwW%VEYF{*EjQV8_-=XUMky~6^P}uwoNfj3Kj?Wz}5BED! zcDzV?2Vd(%ZnT*p^SBC6bc~K6&-I~|nQ&q|-c+vgGG(wwy(pcDS0(X?w0gyZfl-V7 zefe>>ylrmDN^>?i{L1I>7vxer$we*t7EV2@au+_A6$-IWA#VQo!zqd5Op0G5jZtvc z`JDLiDtjH1?7s8GL^{z>$MyL4>qHatdOR7EG@=ow-8#F9tU8CYzTRq1DeyAn+1(;S zydLov3H5Y(YJ3~byNPo0TFG^aBF~3QY4s|lWro~|`piZb(J5W+Dr*Hrj7K`>qhk-x z0aMO{IMW#1iK8MXrFOzhPralEj?j6a58-OmO~8rgn&VKw=F8{EfhP^+M0m@|c|{Pg zM0Rn+2Jp-mur|XrGeOb*e(EuQZsMB$KH8$xuWUpU?3yl8u6Zlq%dWE9MZrtOFrdAT zfh6zIe_S)^IEeyNqSLNq^g(OrXf4R2HiD+gWcbH=@)@8+z{7BP%Ww{>sBgZ$M#Xr) z@~}Ci^V?KAGr*Ykq>8U;?rjI-~7&23qY9F3V2@b za-I@iEOEGx_11^`Q8GK_*NU)_rt=)mXtYYTF+!7Yh z%zBG%?%)=v71-K}x)AT@qLiG+um2OV%hW)Mwr-Y56%!7KwA1}EKYO^nQT(zE1OKtKJHy!tl?VtZC zjQHgTSz4fAB!AC`YnDaUDQx4`F`vR(HX5tgG`F4Bmls1bU%S?r;Z20gisqBomD6JIEwe#lYeKv?96Vea*^9Vzw?1kDGXzKtGe>Txd6JGM`}G*E#^|(LpzwHH#H4in zF+DZw&LEtn{kldj1kb3OCuAQ`(2srv^b8d4#B{-aGh9qm(xw$W>zs5)jtpkFvDU6f zs!T^?rEW3q!`UQ~X!|XSg}>6imMGZ`B9V<0<+LsXpynnUUp4tW?go0pSEQLjxNJb}~o9lRgVAohjqF zJ^$m2?9B4p4p&?`wPOp`i{l~30`H4x=224$JPKNv%#N^XrG-roogTh^r5mt72F3a| zPHvd{&K}hxp_%q}-5gCJh{4S@Fi9EF#5j3}GJM)Kj7`HFUI;AsGJw1vYq(r>V{EuK ztJeG6&&p&^2S><*Udb~Sh@(36Cqq!A^R{0;9iC5d(R8a+=q;sTl`?k)=?euy%jJ*a zPexVnR)=C&UF%+R3LG4{5gzX@fR7SnV$ZlVHPn5FFiPeX;b9s5)PhN?EU!X)8zz3B89D{B~4OWmPk3E=D@6jHt}+AhaF`jL@`PERJskx zQXAF1W2z6!_%&|+6d$m zhW?t?_#bA~w}*P$a8z$&ruSkZJRaw(z19s9Kl0U}S0e5K!;*yO+Q`YK&j&AjT(^F4 zTxk*LeJ{R0=CgkvEjsF|7-%Z{=GBwEuXM}f{P#yHrG`+F7?MI4-3DXDBxfliPV8(? zIJUt8X<!igSG|gO z`7#N-)&O5&ajOZ0V)H%*I#jT1V|u3oBH17~VVRiEOkw+bOx|M!Km%ap9Zb9fbu37f z|DoP6b?mO+S&Z=JxLOqM&VmQ*J+T_b^AjX{*Rj+j`|d}zL`T!eX4am!PCB0Oq12@w za-VHyE!8Tif=8dlZC5St8ZoL(c9YsAz?^gDkcJz^ zq?I^&I-o5(&omb-bkOppr@0l)+K<=77Y&de_;R|%S|_4wS%G1Rz=u$$%@Ka8Sju3F zBZYyGUKd$NQ1Ce_+d6cXomM}1N1=XZy!pMpiklg!48+QPjjlu6xA*TQ)393)>d zMHG|TlEsUU2MHakjx`J(ABxllX=~^w*Q2l~LDzsli&0>jYrHp9B1kRzvcoL=P54i7 zBpb8gI3bGG(RbZWjZJA9=7*$Cuid6aM7Mf*_bG{Xr~9;xFkQUbyE+p*L;Pz~nRZh{ zE_tu=!QOShSNx|Z8AhHaP+NLh+``ed5UZM_G}g@0ueEFgh1{yh&{^O0s}}^Hr#s5R z;nT3Q?H{*H&6`c$j*Mha_mrZKXvFJRhfZi}g<4MO4qI1TzxBQ+=Es^(=_XJ`m2y7% z-h+O0GG%Ri(F`|2ebMkBK0l?eEcWW}J9!FwzSK4>Q9>JQ`$Mr?19 z`AX3TwxjK2%&rW^8?(Y81Z>3pBRrOwqmFSb4c9dG-K$*t)e3}Y7k-$8{lI(nbPmpY z_WGiYL-N&ECP&r2vW#Lc`@$Bs-2>P0AtfNr{A+SB!`^y_`+MNEf))-d$r{B{J|UtC ze7$Y-XG-EZJet|sWN7+^{3wF^43P6^FZA!wB&;=RC8h%l^W#IHFDQb-;=+iWW$!n8 z#Pf_p>&hS-+jcU7##%%$6UruV&i!?>6TVfO7Ig~IrfOtSX^i}zhNGC(ZaAr%{#?hyDLwBM= z+AE1$Qv?*SJ{Ms3vO;0f_r8+5Gp{}-5oeC0mm86gFTfZZ6sdSVn20P#_#hi;1sNKf z0WB;hm;93=h5!zKIaot90p%5TrNfDE>h4Zzu({SO$mp@hr&SvJr$68`mCahL!+sCP zqHWq3wm-j%AnPqOTZCAXoe~0&{X8FU_6y)g4a5Nbv2k~>FhXJqOmpk!EM|Qm5;?g~ zVKpUht3?N5m)$A=Ahlx`+9%PK7MWE)uvT*uCKfTXZxbLnrHeBousXfj(fHfj$m!c^ z*K9Z7N444A&<2V{xVAKS)dxf68Xk=%B()cLFAj z&4?gg?VwBN53$ihof0-5#C35O25S%PytO~nC=YeZVl6pVBnHhliGpxGKZ&b3F8c#4 zG}`L6L9s7rf_{@J!B2iV0C{D%@Cz3C=*OX@a`tHlo{5<-6bcmtyfpF_h9@#jJyVBL z#g$l53-6iA&yrI(H@Kcp2H1iHy9( z0{{U|JwXC~(qGUE(Qi;e9K!wRaKPOS9|_r|a-kyI9_013v4fyJ+wn%cS)&?62#URv z9(oq5#m^(tpJKQNoa$LQuGiA`a0J$F192NHzYc$1(_WNK_WJEed9Qmjm=O^PyA|!W zTtAT+PwmEBBfVKRAe;Hc;Hvj2)wwf1 zWQL!*8hN1tyxvbL5+u^etsK?<3kT}D(hVnY0RY?U!BlxeW}(oELzly&QBj(_cffz= zB_Fs%4SW)OaQZ*-B{ISTUg1R=#jZ$`bPtnWD6u={O}#ZJ6}#*;8r__a!XEUOi|d9poB+g9fj+~8z+nD&fFErF~PJ993Vu;wQ} z>$oX92c=J=*PFx{@to-@d7*L-2(7YT zR#=#ASDJuV276f?8!NG3>jHBWfuL|E44C{(%Sk=02Kht%Ka8S|;O1CS#{hrT1x{w9 zb$w`2YGfKN<`dYs4U`9ttS)MLcfcG+Q_O^sCrmN=sl>jgZ@QJ`=lD6y<$c&^4HwF$ z!s8G<=sKPK(&rA_{fdR@QPFq;=nshav?jQcBRmf)ia2$!kboqY*LR+uhjq~|Zl55! z{oO-a@Su|Ct*5gbn15AN`FSDYK^Revqa0263Dr{g`?Y5Pw9Z}(AP$t`D;EY}-jMdc z?25x={aqib4~3aAgOH;0eBjoOeSN`?3%KG6;VrF(JW@RjJD&ClPm>drN_mJNZagiR z9S`vQ=EH|ON;h8MGlW=&zW%_kKL(&-Gn%%A2PMG!TQ@gEwh ztyDclCD{>7k zBDa;RA+1KDemAWHX1vv6C157qpn4B%9oo;8D)RTypGsZ+!R4&u#RARlR1h6FXEpKG zW}YW7Tnl&NRp&K=UG#%4pR<7?jSxT z-Wh?;*R8p?v1EJrKBwk3wh0O2z23&(#(Z!96H&>fa}l;&5s*M|m&#*eE%2=TEKbgY z@$S7fZaMY^Seg@Y7#*6P7;M%@MP^ZY046$bXG(cE#sDnX&$T zH+DRi5%*}I6^C^Icg(U-5BIFWBwkT}qbZ~e840!CWaRnY2~U~C`YFD_fvOhOeD)}c7iyIuO(VEoREn@lbz$+)$pfv-X2)+`SN@yCvzK1yZe%#GX+|2T+ zIS+Z%9nC_+8@Yb3UqcCi1i4hP=&cH!`rFDkWFf#S2;P*{hP1x5$6&7BCwYeon)=!7 z101hLz0Wy7euo7xbX+KMPUClP#qeghw{fSjeUPkyqh{lu8C8x1AOvJMuE+`T9{8xu zvNiw=@a?_+dLZV8DC=lSio@o}#YCwueOWj_*nxD;Uv}A5%I9ctUMhrnCq$w zoCkG{k7qbx$m?FtDJgRU@_7>OyEFU}VYV#S5+K)AVrY82C>BF|#)H|Sb}aN9z)sv- zXMB*y2ysk+k$QoLgf13SmKm|~Hxy1ZCotKGUz@0P;?ZFj0H$Q{-%EGFljVp+1O{Bw z?h6+=7WI;?j)&XgcweTfn4hN#3QY1$>eXo;gAq|K$Q0jTcPU0GRe&rUaojdHX$u)1 z42gvQ3lfn)1r##Etk*_pf+M;77#VEe3nY~79(d|3-zE(pr~>xja@%CtxuUJ0$~W;H z`WkWnhtpOl0;Ya*GRbU;_c!Loxe#BTE-=~6$rl*$^U<(?{H@{@p8f(zxAp@g#a^GP z!z-YroOXutz7zWeK0KT-lC}dF|2jM?$M-3!?Al{X%Ll@m!vabfrQHR%XJob1$2HfY+2QOT+~~nUL*W4^4fw%5(T*fARolq1;10 zlaU(5`ta=q2wSl&+dY6K!kGa@C$MZ14Hbm*Z6RKzTuBF-%N~mZiqSvPL|U`*eq7*H z@VOXYpWSk)f?O_Z!QOivW3{of_W^m4EuQgfQ>U?i=LL17fMp?6o@x1i%(C89pnuhi z9m%lTH{iXkmc7|O%42Un4%K(J%AUw>=g{PR63PZ-Wq|O)pwGtq3S5T1vQbAO;PoUi zK&CZ?b4T;UF&u~`FH-#GyzBYn!{|wb;b}X`UPZ2Pc{N%CG3KSBe8!mQobrv^ z8Q+^uB~|o7-h`9oIr;#&!>QjTM8WB4oB_RMAAQLyx)M-J3i*NiLomC;sj2^#=tS^< z*i9Ns+^Em<_UN60rNMB9s6v$r^J)y&-{Uh8e0}=WC8!6Io&*3rQFm>YX~o{QdI0oz zj9LNpkJsY{?{aU*_NSb4zdPi(9ReW_#I)Imu8`q*G?Q`_s&{`<#?hy;E^L)iNt~IV z`&MBinKdFmDH(z3Xv!YChKJ0EIL77LYBg}0oqhJPvCZW@0|A#Z+EfUW}OiUBhKDeur$$pB_wlgU=X=#m+^vlBl z8uFML#&DXekvp`koF7(q5?!qbNqi+qPcyk$tQ=PW*l3QRA^uuBG7vNim_W(MA2Ugb zGyNqz+ffo^dqkhiZ>hh{OcAmdB3>P=%oTchy~H0>*4htBnNQ}G7;TJF z!m~R(TWV8^*7S+A{k#J?OE{UlU*79okOJ|;TD7U#>k{O)(Rh6>ou9j_oYE@O)1B;qb@K{^h{7)|SJ9E20olvjxTz0gEBs zFBX{(N3(zzk@@0tJAj8fQr}zz?fT^Br?t#B#hq7+#qs{(8RJh`I-wCBW~5`!$ZvtO zr&_s;$5F71pm;Q24kNuMi(H_Vd*nn{j`Y(79qnS6an?nQa0c7&OfsH_9B`=srhlao zkz<96uqlGA4A1`Fkey!M@cAOdL05a^<`ztBcI)p-XEfVtq&U^r^K(5eFML5`d}W5S zktPPCQ;TZLsI(%+(@eIPbO-GA!3)XfZLWK73MIdOP7p)>YdYaxWt6rZqWP6G?>r%YZFH;_HenGNzGT{U1T3e< zMoQW~1G!sesywqhX~aFyoe5Fz_Pl3P7B}OLefU(fip1v$Ow)loUUNelQYm8;BVKY_ z|9DD0lX0yCq3Z9w4-bb&S!6n%@lg(cg}ATJpHHN=fPL?5r5*9`CuU%^I}=G{3brqE zTu$TJN*Eje68~N*WOb03dAgCczQDm!O})x!&TR&tdl@HN2+U5156_&$_IdCds}Zkm znoB$^2(e!nfQlH03f>YD3)mNI%~Um30tc#LstK>3JGhe zljrKsEy|&=OL(ng?x(3RjjuWeI3SDhL4n3XF+g31+ zPcKK8$O4EoWE<^mTBIGfGgX{Rjn;6={qWN*E&9k0`dV9fJsK#rsF=Me+?IMOlD@KJ@v9=9T1o3S$6=SV&w2J;-ap(PEt9qyqJ_V=0UERURB;7X zh@4GESMOv{Q4?19qZQQe-6Yjoy_#qqusByT`;%9#Ap9PYkpFX;)b++f8LLuQUBr5` z1>_z2Z_=W{cg|V@swr>nUpI}YJ+2cq6xx4IB_}7B!R#<#JO3@v*oF5ApmzX$>(Hd)GN&BWFsCSlvr-gn4rl3P?g6 zY+fe??y{S;FPG0+<^6zLs*vWvV*XMlYG=EG-+CQ}4Z@IK6njW35ySU5rGj4y0T@;5 zgrWPSLiF95a?&2YCVRl3QP`2#1yC@LpRWF%-==BMkL@$@28gINaQ_#ALmtt_!)7;+ zk3o+}>W@2Dh7h$U!=e=>aW7Sm1KaC$V)<2HRG}#jt!C=zIy28U>BbPPL+IoYpgw;t zwW`6Vf zK0;i}k*`9d4#TmL@p~6TlUpJRH%IK+vb$RYbw|S%*VJ&$CUwksLktPz98jX!p7O)! zR=3Q@Qvi}N$KtCo=0}qn!&vKdNOk;m-^a?d!uu6$$2UW&R#dxR8FlbDsu2>mF8ygy zK(uPrVWIThjCzyqdaJF_>wbjl{LZ3Hl7AR}0Anzy>3!Rp4x-NTk#ae_h~Hn~y;rtJ zog&~Q&HsmH&81-?yS-9o{&ag~-@#^jD+bn%6eS#a8i>BRC`hlnUsak#efk@<7iv2j zASwTcYq2J#HSXe#Yy6d}NtorW#9p=rABx!}6B#gheIK-c(0HIe(?tDOH<)hxzHyWE zARBHLtuA*`+eBFG=(4B^d)q21!`-6A|9IK` zmp!~muF^)lITj%MdMhq_OElv?PfPrz@&6DPQ3oIfq|%>JIaoi{5dsc$qlDeTVskbc<~wKH zuOr6S#{zi#FZYrX{6N!%@o1J1UB3IxX90!n;*pf8-W|Oq|IVc>Nh@^s6#{)>$EgbhG9uxj9m$QUh;}6SKc#(h4hlX?aAb0s z(kxx*lycVYv6|J6N)B^ReG?s4eoXsjT6_p@;jGMO2o;5P(SYO$)hrsF?+Y2cPRUn) z*p6LijUJ8134hAxPNtf-9t6qSuR*@s2Xpn$OhW=d1gyly7L$ z6jHn@X^!f5^INVKGZY|UkRej)NlTKs6zJOhvYq73?)Mq`7b0}R9m|!?`3k5@Y*pf% za#6BWIRJO`SJ8l_nVO-f-AQK)>;4qxw;O@w3y4@qYbTQ?Lv&ACKYjanOSL=dREGYB zAACLsoXVEqR_MVjV)_=Q1=5%v)VJT6&puZCcG3qF4=o_mTEnPo`mP9lh0B5?Caa*U zq~3Zoxtv{oc z?@u(@0?W4F?TX5F1637T?xPh&>-DbyfVNIqx{rT}CfZwux(eVD8YY{F#AJYO<$nURHzf;Yh!Veu^plBApK21;Xl6o{<4rU)Zv;u5OyB>?Gg3%kyL%fUjGf^4a@vm;2n3+pKybGL*L<;|)kY3>(C;*llS(|5z_c1Uz^ z*3i28jy1p59KxSVW$mxe7C(kw{b4XhWzYbn`0qCbe5&!o-5JRd{k}IR4`|w+_Zzc+ zIJ%%!k-w%s2vD{U(L zaWO`%1{sG@0UQF7<+8GT$ttq3nWAp+ic3ASgbLMlD6Z@K^3GT79y`b*q_;c1L*10UcC z5sigJ(2%!T$Rjt4DVPr&I7#MQ{?nDf%OK{DY>x&U5gr%~TlJVXK8^9Yey}tc6kuGER03jEtf9*D=%$^77(W24^pt{0s=oVSvJXv$=Pyncxsx zl2brBzEH}jb?fA4m~&(%lM1EAkYVw&v5>drK)28u-hh!1k-h>V2RA2C@4lbqCOY*u$!(594d@@6!D zDIi&VgxrsKu#^9r*G*hPGVaHWHRR-P5YpA7q}tGn{9r=`A-|uHa*-$7JEVAN8m!&; zGha=C6Rv5GH24ie%lANd93KqfrOzQhJ5(kkK$ds)x&)G<+b!N{2TMIm6;sEG|2`#r^hY1`Nv08&piU*DJ z^lQMYHkCq`dfOEiWM7R8*Z44Pheqxv>Ti*B&UiEOfRgT^k9eov^@Xcf*qkh}R!X#M zfN-Jx@|X|$8Oj4bO{9olKb*zJ#kQF{_6A-Suag{(K=TmM^hxIyj|{zKr~Q#Pvs`Le z?CC1q7wSonZL#NiUi$O8TV>b^*Ux~5o9_!%b54URgKy;w33TGA6!SQ;I-ONzy4~j8 zCdw_|QK=OY@%Fk6boEgBucS?w&4s_xRijaf#0 zeIc1|!Ia4$?tafGqm_&C6}U7u@kmd(u4fe!HEsP*HPy*9<~Q$v^7u6R*uu`fib(}W zu#OiZbWe2T*({^`oaCeP5-aA#Fe3GZ()2c^yus~S&=1R1(>vJP^}=Y8$GR<1@7Zb8 ztuc2$C2`c^vCyv4U@{u0NovK+(xv`h!v1Bwa!NL z>Jq!(4tyUZ%`-`YQqn>LboLoUR8VjrC>RJaHUAAUB8I-de}81sHAT@i0z_=lI0F2f zHEvpqFG`(-ML39d{+1S7ui=Clf7C}fn>R&+m)b;!D`Ty;O1lF4+uOc*PEWKeTM0e3 z!!|S<47<8N?`5|&Ar;4Ms*U2nP@HuN|NNa*C(L4FVc)cFn`_t(qSfV_A*Rp72-(pbg+Ki~m6QjF}D$GGs9Kqm)mPaW@@G z!#J8Phq>7Hv2$wGM3>8L561;@0dLz4`)C;v@%(5!2)D}9$kA+0%E)7VMYg$$gj<>2 z8;OnD@p!7`(Llm$qWx_HA((CLa8*W)r&O-ad~e-rTMQ1Z?&_TjNELnyZ5@MaqvKYH^Af5bcWXDRsJDI1ozLul*MF743kZ@JYc$j(-bE` z%}}ojfgyb$SNuF9BL&Z1uEx}SC$ZaF&`;H#=?&VS%YtZ+8BEdC78ut3{ODY~0j><$OOHIGLn0~2oc-EXKkk*n6kjSYoq`}W1T%o31uGBu8fQ2R4k4&RRcnlEjwp3c$;D{mqp@d6A z5E;yRo!l-_czhzw5PJDIRV)X&coCQ03Z0;3{4=9&$8MX|G#aZrX5)K0t9eF`+f18; z*9%+=Rg>3QhyC(AqU>E}E!##Z^QQtGpxYwgr`xR%h0I{#A<#JbzV^|$n=MRUE#UW* z>QH^zy6+gR>{DyLTRs|d|lnoVS1>{;_WR7B?@=NOb*4DugtW)yFS9R|Rn ztkK2p9O(y$ziMCHZ=rFJmxZdU|q*pJAcp``i4WYohi;WLY;uPn*w)=%rQ17*OS0??-s4{>u3&aQUtl&2qg4pZ^ zE%}W#0ngv82IeB!_!4m7HS?wn{*%Hmsn{}8?u-?P^ewr+xav_Qo|h1A9w%gD+`kjQ z74ov>{(uy+5`4P$Qz`m#S|40gKvDn-lJAuZs44c?1s!V1q%)y7GhqEBJfo0%D`e0h%T7R8T(0F7tJ4&;bI7Cu>v)dHl=rP2wm(Cx zE9|V(7I_{#EvDd>9%?$9*`P{k^YY8h4D(?cDqbWI)DS{aam|2q2oqfKz|=;=#7D`k zX+G#a|6wf#{3Vlk8^)F79GiY5@$Fb1DJ5_PG`wJ#-!V^`162$`M7=c~(uzP+Ep&Ic z?;Kafnt025y^GWkC8Mw!aXS=|sYa~LXI|Gl*h|}yUh~-q)s$$OnP;a|g0&;7U`E9iSCeYSo_oU-~GAROzEQ^+W81B5?N+7|f zT&p{@K0IbSdHfn#Utq{Ga1w)9Z@U3QRs{jOSXGNr#gD>ol*&Y@r%1KWk@j$293Ech_16x9aeD{3rK&4TG z5YKg+#+=`?$(QNBa`YwXK1xlnLarUHuP)rfBY>eDswY_kwvY@c5KNJMX|Qac;fIv4 zdg%?YiDYvz9ys+;$P*)_Ud*EQDtiNUTt-?wZZJRuKJfOtYS@6->jI7qF7y4fV*O^; zRX|WA@B;rucc&?b;C*7@Fyz_VYhFp|B1>P?UEXfPy(wrHyJTE9_@navFF#h^O9ZbY-akGW5ldl(#J}SW1CHsQYHg|-y)gJ*5l=r870)ANrX}10%8y@LfHVj1kM|apZDE5R~q6hzP)b_RyvAK zJ?89|AOh!Y5{I-%_Xgp7|M;&dc@#w4Gbfn}<_Z-Q-cV0eiIS#q^D872$HtF$Bx}G( z40?upcpXXL+y62E_VEf~!Ywm`OOImVtPf0vSu3IcXb*;NFsL9`;gSjxR8Wh)8 zczrM75(~%azcQN*>C*T^cpd%zsYb0f zpwVZ6jUpGaOwVIA@tyR$cB>-J0LWi>hbrolPfxg8jze5@(W&tfmW9=~^u(gTw zn>E1J)&N_3vB)7J0I;?+-8;nYzkv@+!8R5w{u6-rR-5EskG4rB_A3f}?4vMqOU9tx z!G7&^*uBhTbG^sF*aExMZc;RgNyy`Tg2=khXlm$74fLEn-EkFC0TC+TD=yIY41o!b zN0_>J1USI{etHjl2mV`H&LP0P7^3|jj*Im=eUY%R4!TJ>1nQ_>^V7y%y@66vY#%`O z2eyVQS>K+90t-HEFyz$*?;jQL2;yi$Mbf3291cWf21oK%0{V{ux^_O78BoE=0WkJ^W7)1#)mZUC z;PuI9*bRx`_Rf2Je|P=31zQfX4$|qS?p?y$)a185$KLMj3oUXrK>Lp-?Nb%>#t7 z)%UojgghZVlH2JHsoU;rR8z^zE2(KdilFP+VKrEgUSkTY^i1J0!RScXtgE2u^S(xCM823l`knf;$9v zmj)WwyF2GR^*&YK_tyP$|D@7YP1WwT*P3h2F~=A)=kxROdYT}5Z-a2Fum)N6Qh$POy=KG(6vMv#o@71l*l&#AM$vfyY0C&_ZsCceV#1 zM-UD8Fb{==4`Ikf2?O7PNrJ$v|G8VZLNU*bAm88Y+bdy*)`uJ@{pPce@()`Bf;p~t zi+0c-#u%k=Mn+<3`ElrvkpUTe07d(qtn4qHp9*g7p?4pl+6-+b>_>OoMQT8Ar;B`@ zhW9>&ZA%5Rr8R*3q^5Vf7Lb$HflNQly+UZD;dlZDj{y;{e-^lZ-Ut-qL&Q(4W8q1a zp8ze;`b1TnG7mNw3#Skv0vn7M6|(q){oeoV%WoR7q&{-`Qpec9#J zB3zvx>NGnoGooVLH#F-96C5RVa&Iz-@Z|nlC;_Q}oX#TM64AWyhL{hjUpAHYi^jh? zpuRfj`mY_~S66e004Ggat%6$Baz+Qz&aPX`HF01_pd4y})BQ8JR$ev}DkfC5voIozNSFv)s3eH5Ov#R@%N!Y4x8N zUp@-sVS}|1wB&(OlT9Ff7;;7+7-wcfAs;2M$$mjjc;fknE@Z>;0gKFOCkN1AFk~YN zf&KO>FzyW$GbGqC>w9MMP_7q1LT>>wsjs=u-36Q}vnGBPl=TV}Z ztck4FNhR0r`p9PDK7Ts#q1u&OuSx|LNiC%D?;QqVs(JkJyKsaoFdgtgColvVaxQ`) zO+8;^AlHN_%z#7pnkK#X|2NF}7s_cLkw2h!#~2rF?4PUH0d$CPM(W1{iAFn5^v7tj z_67U7kUM}(mu=htb@rASVS79STb(flF4RZPq@KSVMT2rTt^NQhT%!y#h~UcS#orto zI>)?+$8_{ur7OMt%lgHv;_c-{;v5e5C^Y05Uj^4do|h65Iw_M9sDUU8jR)Bs&|K+| z|C2!Sh}TT?|CNl`Vf_<~L4D!lDrT^)IFMcAxIxTu0;rw4yC???NAInFxjo3=o}DYi zWv1TE`!-GYr{;$v?uOh|8gxKgb5M_`GvmD9bnoxoI3u>$T%xNGA7R#O!Xs!n%}o}6 zbX|i<`BSOh#IQY@KxRU$+BBBhK@%Q$^rKgy;gIE(fGn>BBeg;h ziQU@0 zo+|`u+1@pgzq~X;6eDYgvQ`A(*YZH_9=)?6chm}5pAO5~A$+6}d1^#$IGW=$QUFr- zcdz@o=tSOSwWXif1)L>DE`=oE34xvZOb%(O*+Q5-wmRQ3nSp18XAM4HWcGFoTjMlG(nxln9rI=uj+vum@ zYycolRewDbCzC)y`vdV9eU>gk#q68z|KoLRFkJMP_z?^juF<_f*+TZ|(e>jD3jIB( z<3%`y?#d7yYdqKS=#Mm6VqfDUAcpB{)nqkJj-IQbj`G8kI}8_d6x54JF6zn>@W5nd zmGxx=#J>0(E4FfYV?^i?hx66yKfr3hQdL3+E?%Y92CE%$_RQ6V=U5Hq0uRjGeA8)2qg7H74@qY<>s%9YlHhAY z?mV09I~R8x46ps(vshi4l(_!bpIrabUJfDS(#k1xs)f3JJ2qJq__{#%hu9uNKAjsL zpiqArQRW-We~CmL&eq)U3v-OrgaoVMTRSGmlac^W>am)7@dI)Q*?Q5dbK`-^6X>d|^c^(ZyD3^Mb8oCk59sk7`WD5kCr0^BGEl|J= zgztdJdcAwcGK@`)F5cJ4)!bL?A22ga272NKU5|;!;gljB$iI9@Mc_2OrQ$I<-Ybis zI+o@7+>0PkfwS z$Mf#pYVHh7J6hmwY4G8u8c&7?^&L@9C8wD5Ba8@|K!RqoF@pe3$=A=N7T(>z zeK95~0_kQSa)Ecgmb%1a9Ft7lv758kJvzCxC|~dSetl||MYvSTe~|^ys*h65^gbqj z2+!6nF;ZTbNNXV1$gvmlAr&>B&4(IE=Y#MJn+aGA+Pr1{G+uFX`8YQ8ft)A~{1Yqu zGGT&{lOn$6ntWJaI00i|%RSZXL&A+0*EiblKz=JCbmMDxxosY9ce^``3eb0g;%_q_ zFAuOy##D$-mpxw9oVCqhttl}45HbN$98Z(V@9ocbo(iP$x?z|T5Ddp%agz;l2BrRn zE{lJe>Tb}i9bX1)d~2tYGbu`BLvw#wuNaAGi&8idGz5Mitk<@t_=nTKX2H$WiO>kS zf|fdvL{}p-xq5bA_oIT)^>}L8bfRhzR7`0BMa24P_*Q6=z&_Pi#WXw?Jc|JCX$ zK=|_iAY*3vrAbs9AVD>{?Pcz2CMTo&2Zp+hlA_DUlapbA;~np|^(C`D)-h-pM03b* zQIDd4)?Ua}|K-L>)l{b@zgTbC(`d~oC^_H#yjovl6NI;zIMY0>NXFPrXH zK)9!V%MEb=o7$m_R1x~=tE{q=d@lHZRRdg{vNG)|H&84Nt413}1~{+<-X|7{MW$bV z$FlwpEa~x#HG-^-hEBro3)Bi-+mrqqtj)Rmf{tacD6zqh)7x~Aa7IUO=tkt(ZuXXR z>Kn8= zug{QF|B)V&I-Zp8h~!E5fo`TkA5l7q2F3h5BW{`++4JF~A&iYElndJAIiq%`a;*`L z{~paB0u#=L-UYiVKA%2$aJg=C!Ct<3_vjgBY-S{Yf(YCYSqR>#B0};b5A)?v0M?mG zZ}IVI_oOA7$%CBsW!u*}8fI-lJ2yDF$lV&+y+`+5uPFIE0rjty8QQpTDbuV9=@GL| z8T6#H3xARr13q`xr*}RMM^GmnY{0&Im6(J_%xg|{NrGb<=wBAdkRgbAu``wv+P~BQ z$|m%Nh;glA0k$6EyL1f5J|~sxT>8V91zJFOgKq}Q07*6A?6`nR9hML4ZxmAhpD6U9 zFpz))_47^pnq2kk>r)i}d&dt_4Id02;}`r8<(%5eQl@%}vRFEvehT7YfrL&Z~pdp<7rx0%nkS4jcN1n@*roslaK*}@Ux z$`TbeL;3_XubVFkP*hAAqhlcl!7tS9K*A5k6eAiNtZMQv*ED5naqxuaCJ-o-kW%g( z_5wsaK7PgToq10`ClvQ_W33dT-%{@Dmh!5ic*>yF%tcBU$r{f!ktjbGY2ie8-tXfm zFXHcg#Gdh!OJ`cvsLc$Qaz6?o0CT8c;464 z(ixjzNp3rKZ1;Gnh1i-O>Vt`PdQ9GzFU}IpYKGYuzFRPyL<@DqX`57Sp-PKhiZ>p+ zN%R?Z85QzI^r~tF+P@BNwaOWZg3G43le1j!B5-y1O$PxTKHJO@THccI#_OU&!ROVnnJ`<`V zRt?TlzG?#fo|dD<#vGd;mwCdmKb#|%K^XNZsJNu^{mjQ0uziVI9R)-B2Ph-598>u* z%9N}g&h$qny;cM(gN|O^Z{$yhSA>3RU#k?Wgy9Tt5)+J6!6glm>B-cVY;~1MGmsE*wEZ}kJ}s8 z)thf{$WZyLow*PO=9Te|_4~fI3NBFiz>QGwubo&=C5`ow6-8odZA*#7^QDFEK=GM%rjDKl6iI`Zq z`ifjf18T*@*hoJDV_@a&-=o$Rf(4$B{z0vr`5T^Xw#5=G9S$2^mA5xn3p|WIGVToo z9%!2%f18(t4MsNo;ST_CJ!8>N!t)fL4E}I3=S!yuyGr;xKf=jp@Wb;up9GU#Ha#*Y zzO$s}Z>jYM{4G8Nr!xS|;*j3f59F4L64ycIc}xa%B#%0;HA|s8K)UE~;2po+lV*{L zYBlv?v$1Hr4|6vNJC}2zeg#n{Ye-GiX0t0%t?~;$Q4Qx;VT7{+4)8hV@hROo$QuJ! zZV5y`(UaHzKC4ps{CS-#2WVf^lMQ?!hE(2>qVrYO;k|soo53@)S@~NPJk4D`JqWI! zwA=_K)mLWMRjXNY_82)j6yjBXRn4)I3b|f!5uP(+c!6g2o9>|35FrORd0bwnxw+aF z%L;NNoU#qGoMK-hMUkK(ns^t`S`SdPlV=Z*1#SXJ@}dmD{{6`0TmWPm_*TvIZZND_ zG={=7z5*AbIX&&XNl{(Qq273Lj)Fky2?NpgL!4~ri*7_LFLOB2y$(XV3BVLskB%A; ztj2kVLU<$#=$q5!GCNFF%LaSEDsqkk=3^D@ec+SBnxi^bX)} zQDC-ePEcfV+p@}LG`*@=YqfUL%x@F$*@gX`L7BEty-jrh%!R_BSC=JYW1x#2(^f7p zdi!R%AuYNNX;iG?>zYVuay%ZdIs+G0HDc`64%3B02Zw8Uycv^Xl@+aKyIpE@d4v2i zSJlStv-Q~#GosTCWu=Jey)YV4kiM&%;n$Z_7V~?)H*EIMo{!+TL6(D8KmTP_w3nIs zMYh8NXKQ0SqG0hK+G#+^^iC4`xNw&`r=4RJ$KPHBkm7GC#8{323hH@XeEz&xY_Mm0 z5j-nX4?+M0urPak_ZZ6q&nJRxnj8J4Dx6xlw|IftE9!&Q>SRDR>0c$p>Yx?>n4KJK zb9QM9?f!*44%M#MyLf?AunO-Dl+Y$lrCDuXmD66zNEm z-WDT=P<`poHlF}&1ld_DUx#ejL;*XhpDCxU*Yo$Yh+?@n^6gd>`qv;X{>S=n-0wuQ zS{Py=Uy12>Egl7Ao_Uy8t=E8*3Pwgz#SmRvMmmlz(8v!c?fmM#u0GvI=-3@y>$#rY zB4VT@@LQVxPN1aU9^8R3DL-g=seOx+z)e9e#I@SuLwcB7N~0tI2q6KgLf7n3j?f~s zW68(=Fct7Y9#wAyPawE5uMjwv4mH(DRWog=l?P!ciOB|h?1007y2q>s2Q+(vBI&sh zfKx;aTZWyA8|o&o<^cU?Iq)w8WX4c*-Ml{t6o%EX z#T3NN0e0ul%c(1n>xt8mNk^$|a;4dcKAzcN^~-=IsB^PF0vR-kl1kISOadGs>~JM- z2n3A}*&XZXqCz;y^kT%wT@Bc#l4;x`VC!+N4D$p!1 zH^TqjR}7{A0cHK{TxH4x@Tw}As@Y>E(~InO#XAe0d98&l(Cos#eKtr@@U62BQ?t#R zea3o9pWqz?2oL-2&OBXdAc%m1q8k4#NfMCXQ8@epN^LwZ1?pXm?6+fpBU6t9$6YLg zi2m&Z*bH%km@x5EiBVvFV_hfaBjtXu4~nH)IRZWYC`MRASDLiLd4DX8cye`-K~v?v z#&kNON)@w$+cS7v(C;OktIF7IG+oc_1QI2jtlsbLUdCpa5NJnEe z?q_jUjG0L-daQtG;2*p|Bj^yBPIn*u`~>Hs#wB+KTrM!1{DFFWp%FlaJk0+GuJ`yY z%=4L`CR)}uD!*Ab>~qi6L7!OR^?Qy z%T35hlOubmWMB>;6NU`1L)-wwYkAxg(h$b0VVUT)?eaY#k$^jrO>W67FyKu%QT8nv zH5Qed{g+@zbLG$pNrn63LLPYZEDYJu=c{?@kf_ua0WEf@jU*De&_znywRUU)1oev5 zfZkEHTky1j-+~4kdK!t>4#bU!V7Agcrg$yfTaq-V=@0(CPulMDCfu{f6_S33Hw*wM z;CZG`rTfp@_=!l!=Y}q%MKj7!6|1)6;Ls&&@O0ijfI56finQZ;JE;6>_xE%d0qF(? zn)J*8j>0WC3etElXGoF*uKYg*Rls=!IPRCkeA;h>N~uskF9rx5?9HqyEnIkK-%J2d zdEnX=vw=VlIwF=(ec9V=l2lx(wccw}j(W>zJUQdz<8+iAFzj|?#k@rL znU5O>wyI#wfX8zzZh9cUDFg$I>9v-IBA#dmHQHyh+Kycjy!x8J_;P=e%w^2#b{zg< zZxHc(^4LLCa2uV7=QXu_Mj%ih_pErJ!!A3RjH9?Y?0nA+L_)}ebkcuha3BM{2a47u z+L*^L3MA|}sUN03ChSV;nqZ`$0yirj!59PtMu#*2(e*T83dMW|;vgMMJJR<_!f+Se zGv~h19~@r0Rrj5xaoT=Zk)IGaJ&!ATIWhQ#9{!-dIMCk3znR?W-6$c)jIjt56hOx1 z+%>A>5*U7MQpM!etlHQi4U;gGP=Ap7-7`D#{KIVGZH|Z&@&>Q%xY9DAn4Se1i?p<p{zO{zA?@Z7BqRgl>_`KwDnm2eD2|=}TA^-pc zYVFZ2z(0(zk^Ha1p>yBR>wT=AY>^r9a&+aVwL-F{f)O|pPOpCHV`xfzDJN1bgLU-7F|C+JMdG~uZ|3tCat8^}hv3$v^p`FiHu?xaH zqcujO{ZwCO5WO3j9(;64<%3|Q*pUfdsNNMCRSYVYXM0<3Cd4H0x!g+(U* z2lQaX>0N}3`A_tu!;_1_n7MmTzs#59_gBqmmRlVZYKCc&r8|Pbg;9aF?RVleKX@iX z)~^1U1|>S|F_{m!)f+4yRtiIXZHvvs zJUD&wemBB(ZFqn@Xt2_$=HtrxZ$xl#H83MR$jue|9&q%k8or#J#4gGKWh?!9nNX_I zi8GVu@ZI$ns54*Luf`=7E&>D$Y)yEehsLwVF}JuZa)}KiHX&rh|4++l_Lo%XyJU5L zH~U+m^W1ht79ShKHEH}8D_og}#*{d5p(f?Nt`0Hk+o#{(YUEy`$pjpaW{?0?DzvEP z5w3)%%fy%K0|&qCwdl#SjjgP1#jgf0KuULRZ-n9+mL#{f=>|Or7>x+W1=Sf6=-Vsm z{LbTtI$5BW&!SH#K;Ai+$`2ZMHUD_oZ`~T=F8r(PJSaeM5h_En9LcW6=y2^`?<&N%AID}<4lr(5boX?gdiGpNx-5jSwwh`t7Oc_ zZ1Eeri38A9YX-b)qH#p1{vwAl;mPYnN@H~|<Vx*`@~fp2|B;3S@aG}TAJx|bMb*(sXHs1UB8oDR(liVeh?dY zzD`wn)-vJq`%T}5T6q7}=j(Wu2ydA!)s?`WsKXx_P&19*m zkQF>a-11g$E_^3a~|IAN9*~*8S6T7?T_S zz)d5KyQgw!;nzN%K4g3xw0QPHgeZH_Z!fkGu|vSdf-&+X=u@0W+vNx>W-R2^rbh}Y#f7}3JI`%NNY9FdJokSbG$ z5K^<{mja$3&7Z4VqJg_6e^d|Ks~hmHQUiUW?4!vSiL=*`2PJLpLN_5Nz_4L^-VCuy z255tGYmb)kO__D+#NoiFUE!wE-yD43OLl)SpH>^HP|iUq(;;zY*O%^nwbE`ILXZc5 zW{88LR>yySp-4ZPNgL=VcIP&Ev9^6))%B~VSn<;Vd{r^bDe)M$JpfXHl^VSbqA_kPt}VPY=3+vH?eLVtXO=U)Y|YTtjAD)tym*^Q^M^Bym@ zc9%K#)Mt<@mfJWC1{eYA$$<0HRNUNrHv>TV#pUoE8!wkX<91wQGAaDa>4d_!m02@4 zEMCD^t`skK@DWRy!1{P@9rgZRj<-|r4PJrFLn4b!?<>}ycj?@=n2!5+`h}>?BxFZ0 zr~8EIA9g<^{W%qt>3xJqt^rN=SMTK+$N1%+{wo=!bg3SK80N$r9?&!5a$Zf*Y4Gkh zgXn@$rz>UVt9oU7A!|)C4xmLm!AC*b%t|sx;fhgA(bhT*Z*s{Gn1>v!YQ8R{+I_ezj21OL8Yf%bP7Me^ z`_yoP+oG1qgaUhr}k`@)_Lk>zqB-uK>2I(0e1X#!fY2IMA3 z7LuXxBfGtrYs8Kvd>&m>5Ep?Qo#x_SCaWgJ8l|a&EET%Qf&bX~Dgh$^x?-bU4V7$G zD!H4VbCByaT|yPnaE#1p5K+ zW5k^SwrMs230t&jqwX>JZfNiC_?9=(C1zMtuv}LUXtyMFuWAE+vl7%4?@0Fk&MY_N zJeb`XG+>LFu~-27sN)&6R5KWQ2aolONMPhH0Mlb*;i2$AJO+J4V5AaG-bAe-ao0#) zJQ=d*^W)p zd`bsoq%HQlA#V0jN^papo7aVVZw+oeD)5@$O~0u#|AFNIf^WtVP4cfbx&1@S!os4P zHh^_^^n1;T=eukwYo(vnT8s4u9Pv>G#)AbxjQ+eGR3-1FM%{@{tgXYnV#Mi*$Ne{5 z_&jY{Z22;IOcZ_A%pL~X&`(3JO=0e=A#z6=Eyzfex zj0i7v@mkRc>JAy+<1!_qU)!KJ^izC!#J9s?I`qEmPf4B+$4N2R!tJgdXsoKd83atrg6F zPWDTTmYmtn)6{>~Z7?UCxv-^t$I8kq(eDY6O2K~`-6Oe;GRJRZHRRhAaAeNz^xt5u zI=2t>w%!u1uZ{!wuW0lAHgkz$Gr4GenO4B5f7k*nT1@jLYPI{5daa2g6iH6F77wy) z>@B`z1{)m2K}xo+WZjKJ zTpkJCMvga-dUmZ^15PGxTR9|Na%wBZAdszZ(%MWeT=WT$1%8WE2sm#ATq5;bJAEqk zyDYaI0me8(BV%qjVwWXn7a;1`xR3a!nhlr>8zhd=&rKUU`e?g`I4@$0j2D?F5%s#s z!L-LmAX-pCz6&W1fQIB8<67-U#s5@WbMm=fA^gvI}EU zY1_`4t+*kK27-TkiR09}W=Pt{7bT@$O!Jj$xVH5QG5AUWOR$%CvJI9oODB^!Pi1g2 z`4{e_RZjfu=N7%?Y8UJ*2*CJWR8 z6Nfqe;_rDr^Ru9(xv%ZsukXocV*v%gCvv`DxCNN{hgu;?9wSmJwV#DgVR`bJX3i<) znCS+O054A7O)t_gL3(bl;ZBKG3{hbwbQ=Rc=qjVWcytwZ*+r0jIR|k4c{xVJQaIce z)Zq-qB7lU;gASmz{PI)Y$KAUc+dKWo3&3P$XS9djbYL4nx3<546DZ>#5*G-A5eGsO zjZbiVdPShrhuP~p3m)JDCVZ?jrMWm@DSMJ~23%DMxB@aN)%60ztdm-F)hYT%)S@Y3gU~sGEl?Q<#iC6V6zRt6HrL!E*g8ypQt$a zUisg$G=Pg1e=O}I9wWjdrKTP(Z?$8l#F0GgRqugA;AQ}^9u9=dOjqh1G(p&~F)@kl zhiqKM@9y5s`5thX#f|u!3@Cx1zZNue0`W&0gPR=bZllfT1Qy^oD9FZUUP8Zo&||uV z0^6hun%Kh_$l+*F?nY(sQ6|IU@Mhz0^-QR!*8yW!xtWvOv5!#ymei`TuJJ`;t;Dz1 z#Lqb+jOriUEM}_;_3qCmu_c2ROLK2c25D}4@wPVOYTr)X-_kyc7;x92zhLBJg==~O zqs-#gHud!u(`J-N_a{itJv0^|XY9&4HRf zaN18=Mb1x!w9b zg{X86_?at$In33Bm{~!^H(n6W1Tt@-@J)k;*Uc2kG~$c`vv?Q`UcXE0)`#P1=#r~A z=b`RgQTk9LY2X1pI`qE07-M9&*h&;5pscq36g~_oP^cjV3Uyg7c+U=XWiH@Y5J4g` zBPj1y&l$pi_0L8w#*YM5HO{MnwiZ9y!cJ4c0zBQ3cN#n$q})v6zD$@?4e85%(ZI=& zWTyjKH{FI+f81W_BV>KY?-@lT#sa+aRT`ItOplkc!?OUhBk8_AncR4xy8tMyg6aD) zT>43|(P0gdjp<<>BP>D2f0!M*e8X6*<9i-Mebb9z@SXmLuD+s>c+LzEaH&-^dkD^& z&Fqft%+%zA5+Ja(XRSMZQop2d+>y49N#Ehs1YQF6TE~k>vG|GRzv(3}Vr_oP6OA>&!@!K1!bBA@5e&bGtd{Z%m)?UCtbiaR2 zXR|3DT(D$Uh4wr|*LDdh79|rNxZ|#gn+C7}Y&;TTYS_^eji;t?>o;)rl_$Gt# z`ucJR)2)TM1^IwIh!hgjws)iPlBv+CTWD!6auq;}`@U1WdI6l>{)D2Pl+LFjn5A+GF=E`T7hmitvR^WaY(#?Dxe^&1ZmLj7g-R*dxqcy*6`5?RU2hd zn`vQ^TWszjemVf)DQ1+vA;;}@@l>Zj46x}jkQRdeCXh)3Mrye+qJn9Xz~ zF@urkv4g0ih6uO5T=y7K{%09?g^^!s;d-f&YzapXBUrn-U(#zvG;{sK&q;hwMUv6u z-;BXSVc78kPYWOt=4>2_~)aMRyh;TDsMe#Sw!vdwxX;$HM-bI)auM+V#_G{!xi%Q!{h69 zhaVjtO-ydp`O+3m{iqg7C7WV23CZiF%zOxArN3uBeS2cHk^sgv3b0`}%oKOGE`UgW zfbQHew>;YUTorcD`4NByC%R1;qGzg05 zhbr;gTyaZ?CRs7(%Kq%5i>0dc_E7_f+`8AUe3|&8ZG#|%u83w{)vt{tu9C5v#zVV*1RP_Tv@|MMn=6! zTjGalcUBItRFMRp=ND=Pz|=|f%r|SkETmgZA**P=X-3$UK4krp=Jd%-cQhHNa?*HU z(5NFn!QPN$B3iRf9oRl`d6>>Ouc-r{sE-f^hF8B2pRSeKt!b?de|`zl|FQAbAYBBo zW9m*5?Cv=4TL}w%)_+C<6NT+=DPh+Z&eCg;WtJb=as#gH3B~)oRhz8{^jTVEK@<2} z-y`D|eD06Fd8e0A1k@0SXGM8^@P5}eM|C0F(M2gf86DM;ohU~*xomEHmGo`rW5C^d z^Qdg{9s>3wsFSO)-$lR05P8;eajXcNNNejsj=oqk23p|C_w-E`dU|OnrL(9Su(`A5 zI)f5J(bZhb!LOSbrs!&)5p7KcGiE_^eY+t_`v#Y-+;DXp>m8}y!R40KI| zWT3gaxHoIeD(P+2cux94HAWGkDM@-Pr^qRm_P&>?mq;rNH3q2rzB}ik zaqNL@Xb_8GEa|6e(le&>&pr#j%3xPgQhN0*2Q4nkT*-4?1#6@GCaXRIi@9CKoi_n) zDx$3Fh=v0F6M`9p9(u_Jd}h_Z4>stJ*|eTF(%u`qjnUXLK;;M~qt)P{I6jRrrYYD3IqWWYFQZbgT?Di;H8Zh!$!`({F^cIuy#%%`3{aQ5<&O*QU7v zJw#erym(7L!imK`e#zcBB3fH~YK#MSw>(;kuT+5a#WVFSyknX0>H|mh0xQyY(~bMP zK>rR2KA7_dxi#ejEHUc}g8N`{;4+X9H_X&%Psb+zSgvn$cM7^ZR>1BEOFrvyB1-Tx zpo?I3^c-0;@)WRZe*kg%5Posk>iATO3syKj+*Z&%(Gm40nop zamoiIj^+nYuJufN&okkD4Ao|M=G>e8Ug~c-t|iv5|L%JJz1L}Mlt%VY!TT>;_q4dd zCuU^bj|M&~Y8U;2ST&hV?-UXPDxMnG94AslqIc-^wUA-@1?A;KJ#|dq^E4)}P)GA1 zfPE*rn}D&o`eeYUNMwB!Il|W{z+5>mp0OeaB~*I?p8+_E5wINBI8TwPa`^d;sbj0l zevki!*B$Y}p3J}u6W8-Lu6%^H3Mxq)Hq2k#beu=#*n&f7i3C`R>EcRR z{Tl3hDn&M4bwB@5%wY}!zn=$NekA%X+%v*3Eqo{2t#>E|2TsC_hJf7YnlpeOf`UKxvDofO8 zXQdIZ6rOgZXno2gKAmoB!EDbmByJ>@wfcKD=Fx!U<1R{HL!t=W^p5Cxd)F5@K!Pi6`=PV^?mWs z#s^`7(*k~%C1!$JOG17hwm(nb@-itJw&#abI17ntsmS!%7nlz(_8l^b4R}cO>=J*S zZH`#vw>KG;EkZw;xXv=!0?hr4jCwS+-*>0k3n;a)iEM}LbUEXA0HY^Q-Uc4Nb?)Z7 zA>8taYQxV!w#}Tg_1;>8`vKy9NkTMSB4it0_%cQIU1`Q{S$q0Mrq#9)m@-qm>_Xcy?U%&18j46 z)9_0e-Q;;!*2tU1(ox#Tvn;iZL1=(ckpth6-oVrM;i^qkdQ6GpLy`9V)sciqFq)c+ z-WBkJ)lQLGYxMDVlSVR(xWgY?LivD(qPxxK>$DTEXV=ArVfIn3`Ox;{@ZMyxE;R6w|jJ zdvxu5*bkkS#(l{kdbv}yVAeluvO}vPCygqM5_p?;41PJDauVXGM>bf!2x`AmXX78_En+2(Jm-vGMc4v03I*PEfB8udQ+N2`3KXb|52P98 zysaY0iQc8F%5SsVy*7T;lm0-BJR9)uCFBgA)Q{1QqI{czOJcY4SguBw$jUG>j_~5g&?>&+-1i0-T3zrmhbhoyT6Zy5fx9tjmB#FM+ z4==v=4hLIsNMAKS=MV2VxcLdiI=ao6&a_|Ab69U0e{y>m<5w++1O;@nU>-D-h1?RV z-D!yO33y*fRK-5INyjZ}AZXx^mYg^se|iqU*nMJj5F;pb&T#))v^SWN5gD!q?lvdhR>N!P> za;bi+qgcvsC17BNPczoko=`G+uE)h*mJGE#->0;97k>6dH&PDT*ULjt8iU?8fvx}UU8*?gtY8*jwXNTpssYU@Weh0tB$56ox z1lvj4k&c<{f^mybAyYqA6tq1J5nT}jE>6z9pYxDN`?;+V#BY}jIFMJag!SyCV{@Of zn@UOu9t-9p6qTs(GYjt@U&}@cB7jp{{Hr%qllRhmKAN&!y=7T0A~jbj%I#_4TpUxp zGQWJ`1-2)Ul>?~(Pg-})=V|0By-{Lj3Q^h@CU&zSp+ljAB9Vv57LcPd17{)8M#7~S z(hjxLCi)9uyXRprjad{O{{73#-QUf+dh0jHJTGX#^An^WzvNqyyhkd?=hpS6jXciv zwdqi_KEicTt=6AMPtS5W2ZDzKjA^?Yivgfybhj?b!r0A-72yTKYXcS#Ue(9Nd^*$& zpQR{2@MkrB$5XCTzoHY~&-$|H2HBwjZka;K@2p9(Ld*Ks(k9PW&%3gt4&o-Uy^h_c zhyY@~ZeALN5g~da0dka1I!;V&`&vyBm266hT(au;)^a|;NLOZD!dyhMd|gI- ztAiHyTjqVQAC4C{bN{p34<&;ipt2Lu-rNHU`mE={L9JEw+re5D$WZR zz9?!JfIXJU)#j@<7|j$Bf}k7pQ=>$PG3~>}kHW5Nf&sZIqt!#5bqW3eH$gJ~E?P)T z9D7hs!88f{dTVBU&=W=RT#SR!B&d10IYF@oS||$PPZ2HtT#8l9Vyo*r>Vpw=vSQ_Q z_x%X6`|dVZwaP4>l*???WYk#Wd;rAZu;OGdcBi!1t%XTo?+!e`s@cuA*63L$UhA<2 zRgUiE?wGUTf3KXz**x{wH#}%_5i~dPo)BZ#|EQQ6bJxvoqu_P<*WpNz7f)Z)JGVNa z?7l&8mx1B4`IC-@war{1Hlq$^OjrO|!U=Q{q)BY>Z| z+;O*Q$&ISu(_dV|cBH(|tJ&!pgFlNcaIuX>@X0GigE{y4Y#nN?zC3jzzr;bb@lT#M zEVMwB*nM?@^hB^%i_+>c_iSNe)?`=Tg{e0Qu+gY#(qBW9t-l5CSN^S`Y{Fb5aC*<< z$VNtFr9rXd2OcJ2Bm2q9cs6}SuX)8I7|h+M&=7&Z;W@=Lx-3$3?<_!>RW=LU<^w;t zk@q7SJS=b4BfOU86(_slJP)B4HfChjDxM=FL#hyr1(cthZg09qn!@9K^*)%;OK>!M zZ6LhIq2Ev}11hoxQ|vMNz|p8dE=ZIQbgTEJBtj!$ zT^u0t$)os!6BEEKw;hM)wLKJRdy{+MfM<~;o5>KWX@wONE6Iz|DV~Q{IV~LnEy-9O zFu}K1S_QnuqHoJ_gjV`(A#`dqThnv5R@F#uplQj5>4FD%jxYVXnt zSRXdV%$#SeQs~xRjdwoE2|4xMV}Isg+A}A31gvXeoq$9;55vmqeUL8M7EH<1=W< zmm7e7uEaSop03oVUf@;Ari+|+pRYje#7#2cpz z8Qo#$nUwrVJJM$Po_5_=)d#rGT~{5r*v1B~6w6FBhSf2{j)B~6W`#x&#w}(Kxn%P7 z45HLwpU>SDrx6;%&;xIahBYCv?u;exQveGno@mkc6+&aes{pqKcc%M?awM>45jMpS zGaJk?_KEI}7{IJX0nkn-O*u-w+!PyBhODXFAHDrs8l{OP@p#$s?qIm7&SC*q^CL+- zxdviZ!hKtFn;0qjolsl(33Ussd?)3C6F=iGi55X>fLHGX&0 zp*6}ifSY{A_Hv&GYa|ccu5O+Cj~M+>VeIP-$Z0d$R8$SjGG{hnEXy#e`~LfOx$8DF zh`|I%BZA8;p%4GWA%KaV+oB~O@|ZIWY)iL^=jT(b2NY69&5mgS%iNh$wKbMY(~}=g z@56C(EM7?O>J7nYwH7PlC-FpD?9&G#ytQ7`g#8?ZzT#dyE*n@obQihf233L#5r1rNWX=+6X_1rXn=%#ngVFi(l!sEHrxRH|WEBeN1AXr82=E z$~0><8#M^3(C;XzOW|^V<8+7-bEFR>s5!d|Ow{(3#~9q2Kl(z?@G`pp4|{JNm1Vc> z4GV(Yf^>>VO1E@3NOzZjptN+Cf|P&=NOy;XbR#W|fON-AcjvoqefHk(IcJ|U&iB{% zePcX-!5G(dt$VJy)|&a7bMa3neihcPBX5_eWJqC)H?UcFLM|y_cFq2wKc3$V!O3cV z%9T)HgQV*P{;2xfAo0`3D6SSpteb~pTca7$VhLPcNjf{hFk{haISTn`CNY3K(3C#1 zSH;j(Vs3PiV?%OxR@CwK7Er8tN0(-_b1Z#oE+jFUarh3>}P$ z3g4d05*l-!HZ&5fOF8Ro)|MRRr@KG5F_}u`&7sTJK}Q|qF53U$tNHS;r>{6@WdxW% z4X!U?y&(Ar6^-M<`Ys6Z^&N+Wf$9R2r*rYw!i*Mg8Vl@v*$T#1I_K?dL+0J1+HD2v z55e6?G*JvE^tGG6iX`dr`uEKV_4l6kPdnvM_G((5EqzMkH{$#9V#h>tbp9B(HwLfP z0G~d$u(d(mK(*X*4a@vuK)<1gsP1&R=>?Bw|5UdglF?k_9N2Fr^V(teHw8iu1O&pm zr@w{miNr-*KYeS`54M(-ZBkY|jo#~;v3E~qX?x6o&Ay&%=si|2|7QGi&d0EByW*#i zmtyil`JB@6?6=z)zf$QVeVEge!*}ARrh~DO4DvujZrTL_q;Ys_{`-9msrCWZ- z{VPcN9Mp`8k3YYBej#!Sv;KhpL>$dp$YG9rs)py|DKWpC&yAC&z{=5MYG*5*YENQy z%;E4^JrIK*_5k_}GP0s#fV(y}QYxkNlK2V0VcM&>*paKW5n2|j|4NZ?k;;7CEsS( zVyBLcW1@93WEe4?4qlDC9#AejtgP@k+g1*R*Be<5|NKgs5(EXFzfUg{S+8hOZPb1 zIgSGyMjeXXz1)7jj#6e(NMXo_Ec>YWgwj-pp@bLtU-W7g5BEwJZh(#T-8@y z!t9p^>%$ZhrNbr0KF!c+c1K}b-FGL6mAM>S6!z`YsQh{O+e5X~{Rwxj&ivyXKDBWD zDVGw_*l=?s-0wiVHQ05?&&M@!_0yI2ptt)$cIT!w4Y;D(Q53?djB8>em_pN1ev?Tj z={L9=;U4wN_UEBGCfPdA%CQv5>9+>NJIs8IJzQR&gAjW(!@Hs4lbrjEp6^&cl0g%R zhpGctPwoq}i0XauH1!lckET%xI`5d{bdBg z6C$+Xb~cfn2h10q)PsSbzC!6@GeXSjkYigTPU@`LY4^R($J*uECb7gdcBkvyOjOf)dk5F0Roz2>h z!RBrf`ncF^^)+j6twEG?&$iah0h4V-wp}XvnC69*V!U8r-SK+v*lKU`d;3>|IXg$7 zG0{Pgs%Ms5yxb2bLxU_n8iTB~K^`+cU|ntt-j0gIodseIz`CAH9u;2^y@;b zhdZHZzyfHnlo4b zNHi!=>Q!IlS8ejjbulkph7l=o+7tn;X4KFz1F@1ATDNfe zVyRya%hv}PwGr5KF%*TR2h+Qd^$FEZYay)SP8lksLXYh84BRGK=E!#>1Xdp#;qQJn zjJ643N2dSfDRt*j-R%A_b&yb#A~iN?-*2&qHa{185e9-2sKV}&_n_@&U^SU8~}r(uCk zFy24{0WFlz2cPG%Te|F9uND@yg7{HRSY`okZ(@_{JXX1ttVWU8xXsLS&MHK;VShG|}#pYNK=YKneZDuM2$%Ls)Y9B%yLd+%1KhW&gd4b><52 z29cUc4ttnW_)EU1(W+vUe0#p;0i7RCu5VU6!e^%5Jpvv0y{NF(frWsF?#&#>5sVxZ z@Sw9bYJz^uA|p#fmWrHeXQpQ6(5rVsW6cY4w0j`fdBy^g8jTCr9sw*QMB%JnG1LIP zP`fml@}93bQ`GnoYeDPs(Mdwp5zp$o?%)*Z70I*ew+K20X`{s_^fK7t3vnXiY1dL& zVd}EX>64!PEBBqoPou=@%1?(fHkKvCpHzQP1{Pz5^MU`a!&U3z3-|ZV?~L9bm7)_| z#%ox{^bDU55azKAnuI)dh&>*TtSZ(g@5GWdKMS{LGc+>r$|d@FC$KqQXsH&f7XJ9+ zDMpk<*j`x`{=;e>9XxV-%Y0+#rj z6RcU~qy8H58Gh(DX5|Wu$FI}kt6lZ@K+%i^rN-M$l+gFd^*(6<5^E+KKO55I;<^*5 zk!EY`5>I!9yU8-TLdIIm+$z{sX*a61a6YOd)O$}T;#%-m1!v;v@t5i9 zE~ZtF>`Vj6>QVY96m%Qtv=q$Gkine7NBQ&BlS=%|E+6T=lX8RMqLf^3!saaylQT0q z8rymzG|rGnA-bt~n2&ba?35b%#QB(c$T?ln?YT-_Qpb8q+)x|kr=ji3PrDzO&bJTQ zdUdl)=+A?l@FD{dFU)Zkp zIb}?IdFR%?pyD<+sdv)j-U@BQkwpC~g2J0AXs~){dpn&8gr(BX(N4K!Z;#sF%}08X zAB5>jFhKMKSMk9-S|f{)*V5~Xmp^25n%xrZDb&+Sw3={C!9`)18zh3)v8N=wa$B5M z*o8KDbj{1>Ppe%bn7k#@*wF0l3vxnZnMT09U%~U1uB5R@NPDyO)EWu48LRZ;!xXG` zF|u%F$Zt0N2j#?^=%@*9@qzC_WE6x1w-?d@uXpZMnsVN6P#|t}a3x4=M@WvAdsiQK z-a{X`79t&aooHxi!QmdmX*CIMJAF-TyWntf_7>z>X$s?xeU{f4r)nra;xX#xe?;HU z^76(np`%L7m;h#=?H~=#K+Czo>s09l4Z-i{bKLao-ebMbn}Fw1QX4zbwahDdu7W(Kicsq$-W%pys$ez$rOe=~L)Bvku<;JXNL_ zKtIG&wh+}@Npcp?#QReL?En=Pufg~$UV{%psNcsLc66zJNfd`XIn$18Ue;Q zz0?s(Bq6-h^|}p-rf{tOgix5R{bi{B;@F{ObG&S}EDnc2j96qC;Ta_(Ug2>+756ha z3`2N0~=O$6F`i zTHlSHh8X(TR$Gh3x$Ls0yg9myHGX~K~o;xp^gsb^+fO*bQh?62DK+4Zk|RjA!I279S8 zn%RqVWs9C|$t*V~<%^39k!V(@VtWAymw%mXgHDR!8))c|>E^5aZDS>F%P)OB=v2fr zYlljGj%(_STsE_Z7i3umL3bbeFDxE4lB-l{#Q=PX6LYycbIqN28mT;ljH;q?DeYcILpc^swr9Qnxag9WqBE+w!1b#%l-Gg`AV5?(r$`{UW5)-ISesjTOMzwA?h zW99zlnTe29)l*rMvId>mwThc70rta8?@`r;`TT$pu`jM=Rfs zrN*`@v-CaALLm(|`CZet7P=@3g-t8_AcW;* zmtwNAZDAHZkH@RrorsL}g$yV15Fme)TfUP4-Ju9e@km!c=*YVjll)19sck*7DG^Pf ziOlr#{;Pvl8Js-fcKc;gYLuhYAUHiH ze%ghVjq(azxlhgDM!Q_;WSN!1K}m`BmzFFtV4v=D@N^KNHyB`~KE!^eq*3oMT8H1h zP^fNH1#(2gt=|sa`0sgL_POz%EI+PuzM;y-9bR*N_pHQM<_kmqShkYwpA?ar6pG)v zYm>OF)O*L__1k`uEE|j1NK;s%Xw6>J_7#rF@OVdtVCDY1U=sAe{Q9cYJ#?bQDCfW@ zprk3Ol~Zyh0?KRfrv0Kbtgwd9aaX#0O~@d50Lpxsnvds$hm;T96mlzjWw?l4S%HTc_*#zG zG(TW}Wzb!IYS;kNNXxLUVfag@7coz3fkB+&ktiMSx7V4^PjhVx=LJ2F5pWClxj#p- zA{XBBS6cymXGSgviDBma$R_Pe6c)jS#9=HDao#+L$kG`r90K4(xq*F2Tz@y)b4(52 zmMDy&=I%o|lK~IYz5~Ls6O!Ql!sNQsli+Wy7mB^n40!701bh!*7_8+^5E5b)2VUMI zzbAi!l2)waGVdk>lq}{76He z!;N&^41O4@&4{R9+5f$*D-U#-(|IOd41FP3JwS38zph!Up*mHzg_J-~PF!V$7n$;f z8o6rkn2FJ#Nv84HLC@jC%nuSe6`gLQKqI|Ci47jxB+u9-$5d$&Nsg^>-h80gw6dN? z5%A(GodXP6?m=leUl@p#r!TM{wWQtzdZ z$dmP5!9C1GJH7RENiy=0DSyCmi ziV?nvATYR}Ow>A`tPb?k*(yh7SU{09xeqxShTz9OfWv@D1N|fRlTpPPxwRqMCIT~) ztgj2=JcENE8tyB%48o~myIZfP)61fAhU>|bBN7ybibb}y%A(cY7k(MY*?gd^J%1Yd zP&FTlM6ywsr=98E({nZ5zR7^M1i69r{7smTGj1UkqP3SUR^ z3>fK@i_*HKNEASANv^F%v3mGXSwK0p^34>-acppffaxU>Wx$d?X7ZO_wxwqG4EcPl z09u0?R~ZCgMGl(3!)lL^atOfaKdYd-yFQA*I1oyUKf*K5&BDeEq-)j+KV17E!euj) z(|CnGB3O2*XF5~kZT&l^9UUEi7@cLwWn(@bVnH!9wwBo`pDscnIWk*+7TpU>-h?rF z)qro5F>j)Dt9%p4X_%qv}@CLk|!h zDNyunPYlT50(UscW~M>nNwxoQhABO+&%v`0j@~t;F_~5QlD!<@(~2D9{ju_J{N1o= z@;-+PyI=~wo($n2Z*X{i>3DvxKzUVy#BXW#_4N3z^U zNbwb}BkEZH(yc#eS{Ao>ZU3G(yf_E{{2%$5b>87wNUNtKcIOFzv5JP>^S@9!3Tn9V zV_`1YORZW3yNc6p1|7lp!@bTk@*1(Yh?k3Bz5>f5Ly$z$U-qne-b4~DXM9S$G3}k$ zm;=E{s`wkA(hDr{&a}@J;z$Jc)7w*^e}AEEl0A{+h>Iwh@!` z6d8ds3{ml~D}p|TncbL%p_ga7GRugmerD`E(rh8Q!YDF*Ld=dmt97y|woK|YcAilznVBzgHw3ZzX za3nc!CW6es-^|A>Oz7}r!uJ3cUIA$2-uoWnK6f|O7=@a_F%$IbD;p%iVuQJgi63O} zn1RuIlC`bPb`=op&}4|kGX(=ELYeij7LQFpTD>-?E&C{gi#njh?RLr3H0B!dAf818 z-qeXJ^nf|&dQSm4@VgN8rOR%s1SN-X56+K#m_?)K;XI9VPhl5YfjaH2;r~Mj7$WOX zjvg`mlNxl*)qaqcKF)6d5w`~i@GS#;F!AXw|i z21Fs1M={r%Uu?X1KC6N}MEDm&Jgwruw&2F2QIFaSY!EhVMEVmpL^PU1KrYB4FBMXx%5<9zICw&)=i&ZW-ZCKli#H4S~FPy!7Lv@kEdkE+S8uKig`&WNkP>39Y58wL-U z>)SewQp43-a|;^1DldB3w|bdJ^*!GS4*|V~PAH=XK@j}{4vVM$eWSTpq*LL02n~v` zSf|&c|44L8A+G~Ycz3!=zUSkqhBZ5;gyH4ptht*&+VUZ1o6BE&@$YROfC7~MIk9;W zQda~)f@4;%=k6KK-#<&BjFgIaMJK6gz~78nazziliOTICZVkZ2Vavhqj~A`Ae>GB! zYw-lg<$j8Fbg*q4VcTZb-|i+4qF3vld|T%ci}sX9Qegh>g=}h@H5R3ua4PEECz%jw zuZ99zlMjw$d}YjZPwW_uVY3oQO_L(Uu!1L;KcYnbA7@1|bUdbT3~En8W^Jo%?A}n6+x>ZVkCM$4v%^VQ2L%jkxTDLF+L*zp!^~p z8Q&Y`J{N^*jFzQN8WxveHzuY=eI zOu`;MxP*r%-DihcLWI$F==AWgM2FDrc_`BEs8>SqM)N+mdDwy@@~>3?d#Jb9C{6gd{^PP*q&JyJOp^E z{Uhe)5Te7^8&Kd|fg5{5mqPQ%^HY2bic%CM;>Bww+k>$YJ^SNq0LC{*!1wC?JqW)w zAmfil5GKt5Y3B%Y^o3i}eaD9{JtH8k*CRIri#9O3@6V10AHt&he~ziJurc_U(pgXr z2~HY(8asNx@&w@-sOT{;hPF9ke2NAr3hAflF$_7c5T^o&hYS zfl61K6~?DHKt^yf`iO|I3XEPS{=NtQ=|#by@W4L~An^a-5!FdaSpgYXd?Y#VeY0R> zY`Vsw!efCW$6R(~#0z;L1L(~P51jnZFCq;e{FRBuSd&jnL;l}zFnsKZW!~di4jZg7WO|zY>W61)Knfe-1AtR%n6kAd z<2}E8CRnM*T^0J=RIX%q2^)+;4o11%DrwHaW7KgC7tWE3U+;;bPtXr+GE_u7f)1aS z!2xRu9WIka$nEge=4gHt^d1h4l5aSPQ1N7?^{h&PQdL$}1S*Ifx(zV?tl6B*zw5Tut1A!}t{Fs~opC-z?;HJS< zJK9(4XpC<9B2{C$>j8ky@gpF|<|}k5+~z%QFdv~R&>8a(T2alGkpT8kxfv7$C1?y& zlBNVXVIz|%9c0IvLsPsGzW07%%3|61CK;J zCf)SM{APUwn^TpAReLdEfVU%6*3;|`czsF2{ezuZ}{32wt03PB!xO~X9Gt|Xh&_RSG5ww4mXIOLny3!XP zHIO1u7++~T{0J82`m-oJkbQ)XR~tveZ9aEnkJes`oo-K7dX-q=FdHPH5pk!*v)N8* zSqxW1{`2*Qt5=T?he7S&*rT~-AEC0i<;vEmqAIJ&jCc;aW0uX)^ss-d_p3hrccAO{ z*T>+hMzaEy><}?b0GKSl2BBOk-?nTc;M zps9bbe+HB5Bf02y6B?DHh3d&o`rP`n9n@e0K0`nw5fJI18~s_dT4Cn0JA)ZX9`(k_ zV3L5-iU9UHXor+gRit0^=lo&8gS*&rKu++J;G@H_LQPsP_r2`rPq=K76rcHm==$(& zsncgyLbG@GAbAKjv$w&|p^Q7_`)k0IkLI#9IKk2M5{+|-sZVk`1>Kr+&*nT7EtBX> zk$D}sKc;vvm1zXRj;1a4!kDTl-FU87VECI4headtY_BZXn%+wF7IN}1j$Qw=vB{YnO=?PSS~T0laG_a}0V%Z1X5b9>K=5u&3$ow`U0B%bid^RRC~>{_wulS=lgGh3Lh@WbEXp6QKxW6cz!WIpN7V-$Yl9 zfXAs)zDl;|X2Um!vt51DoPBUVT5CvL1Bz%Gs}3yng#!q@?F1D+4SNnG%Pmu=P;E2;46?HZz#{h|~_B@g?F zBhai>xmd5(^RO?LSzlBeG~Rc%Dv5i@2Lx3HX{nth!I;HF&+D=E3iFXXP-v%IVSkoR zE)g=c*cQk^;d-)O+)qzqGgG7U6eijlWM7`m-B$zRZ6neZU8NUX6r3j&LA+TE6{OcF zdco(sJ+$2u&xrDL;^HZ#T%2%W8%%h*JR}nE4v|qWki84CW3GHe$R6|njVN!oZWp_? zVM}kVs13-)oF7rtSM0=pASH!=WORen%O8hhqjhc5$9tJl33kj)=j7J&P5RSkOOoJ{ z@{K4(!2{N>n$^|o%VZ>f^jC`q!Y}I?8Rlxw_qVrDlKz_30F)7+0t6UUfLKog<%GGD zeNU1NJYuMV8hSCHUZpRQ5cs8h#U{orr@rjY)t5|up^!r3b=t&n)6Pm^F@kTrIh{`E zZx}Anrbys1t;pRuWhLMP9;KfbQiPH`S+n0*}L*cu($B z+JGzw<~>u)VH{2hg`F2(P_$N{afW-j5gT-D1MinG?jN|YDc>IkWFQNjy_CPDJGiq+$_5fe$yL1qTT-p zmbN}a3QzMmqaYXiW?HCOk^@$yX8y$!6z(vj+@qmbED7XcO>CjecNa(N|Dg7|i48&d;}}4CV%D*gz}X%93nFsG)#0=yt}Xuh0a0MGTxA-x^DwTQj>Zw zclE~oz*mjf$FYV!p|84u-H@+YVi396 zsAYG&t}GEWl6&})Z#k%R0ClrT96-G@-XR{UWcWX9d?RQD4@V2xci3yq?ya~Ayw48Z z%62?DRgB!;{mV4^J<9G351nexqnqoaLBTb~vdzCdET`y{Ga?B=6k--`)_oy^LbaqihK%TD3Yy^Cd;E#T5zWU^M{B(##|e zKvwz;#o9tQc>+*&5(wwDE<2s_mqzm<3H2{&lbc;BRraQ^_TJj+a&|K6_zLxN=N; zztpy+(YS*~4#?aF{O#p|JY8wZNoN^ffi@5(eeO4$DW!V0J4->b{}#0buTZzz=9%4G z8&w-S81|_j5D6o`aQ7WK=H^$Vr8z8rJyzcwUZ<0je40r-=x@m!c#o~f~$wM~LN#K@#HY~mqrI^^DIE-fu&og#T`!_;~m z5bF7!Xq@oQ53cF{XHTRQP!seP^HBPOR8oG})!82UV5*Q%)81##`GYf5pZN>EPweJD z-3CTk;k?uo>I{d56NC(?oPdaXZ^^{Dh=dcC0QKB?#WQ2L_zNKS{#T-&@`L+Nrr zGSZvrYFiTT)t(p(clZuDP4QiG(^6iO&X2CUi?xA!zJbm6jXQ*03pKvBO1wCWbDQuV z(wB(4+qYZp40zr91$EvH-RC!bjX+xYb6HQZUjxI2>=+>=zIZ>&KVLQX1GFawWl#XH z>goQz3n>u4i>QR`5Fyw7mwo(JqT9vfI>N4g@QC}#XZtS1dmgUy9-s=L)pD!=w+Vzw zF+AV}+*~kv46adPYu~=O0^Pt>wX_I=akHP9B}WppuReV8+~go@CxX~cL1KXWw5C18 zNz>o$eX2UK!37T6Yg&mAoM#%+bhVrvFA>4E=%Zgl>_GGG{Hj&<&Ut%6fZ? zhEC#oMmCwZlItVNXWXRJ{rbJ8Oh(-*nn8iG0ySyqhxu9&cp}kQw_}>7b$Oz%Qf0=o z_=Am7f5s8xpqBpZkBrYG2d47uHaU?@?13!-{xkaXiz?tOtqR>H_ok<~^`Q?olER^- z_gMM$Rf)Z=`h4y>u)V!B%D3ZR6Dt*Ix$c?^^M50wB2@;r5=zU}DW`ZO zDGI(GNFpv97=HvgYT_?Nf={9R^y~)?Pz-?yUii#a*}%7X^V@v{=tj)$Peyg!wXTY6 zTiua(OHw;We++x!7E6RbHQzJCeaL?*zW=yaprr|gQt=G=ROMEc*{{tpr+kIvqJMp4 zF{Z;rm8w71mmt*4TWJ+9_1p3Xre~P&(VFF(;f$jM?I>!^EQMrba~KiTuy!V#5$VmO z3!gw}IdEa<5s;vjAWmHW%W0h(sB$q7XMXxlj135|aTuURXFPow7zk(}I_&~M>j(Ck zo-BwUTj~df>jJQ*E!=}K(gj%luW?Oz0w~s(QsC)RG9u8XYo8ESp>RaA4b)aC1*pdf z#|Vd+#UQckR^ohL^xrha;ku z82rx%Sh@pQge}RxnZ=AXY{~jf)|vk;2mTuZ{=4oJg8i)`|5lNI+hD+w{M!cW z`r8Kk+sOYf9Qa#B{{K)#QXzyty^2T1ah+RvA+8R(7=c1(8SQV+vTN*2r1TJUft^T- zL5^_kwu?yDXIQh(m#vT-ghllcn_MFUmfIr55NSz;8h{TgEq!PQ8&-ZSOU*$3<7aor zBLbIu&2LwenZ^6Wxq#CqEKIR5=)kOGbUToYbUbc|PAm2ST51+Guo3j< zt9K#!sVFpyKPCBDi52_i9vlhqLA~CB+{KLa!h3XQmAQr=`SOXLUmk!)m$viXF;t3z zGDpzyss>^-;LH08%V7}+UL%1b7ht~ zxWEf^;%nJPkJyTBNzzt+bl>AmTuIAu&Ts!3D~{)gJDKl{&+Ay3r`HDjWU9c`6Q|9J z08Xnna%IK>CT{XXAS-{*FOGb_pX>FT=_*Th3pL7Ks2b=WyV~ocGF`P51Dz`$><`c1v+Wx$u~4wzGAz{fQ-+>VxSSsU2#@%{N{>7%OQ`;B^^L6#EbzW)lOfPbr!sQykVH{ zyc46AucDK{x||)yiF$?vCkyrm>)F#u@skST#R55GVQ^< zoWFCX8LUs_;u~@p?1(`jFG2+29b7*ud5z$1V*GrgwmxHZ5o?)GEiR?MNQ}I9XQGZT zw{)YG1~f~mq_|&edfgw=#`qK=9Ei5n;V~DX*68l8Q&+)6DZO-6ycWUI?0KPm&{QKL z{?twU^r{QT~_1P4c5Y`T_&=v74jD zhd`>HkvxJO3p?rgx!!#~QVbaoa|!&+HH44h3J)Je^%RpVxtd-xPnQduQBNxoi!uZ< zjs+TN^PJYX%+qNYKGmGM+w-}2bA4W*IP`=a@Z+A}IyH;WEv?0@d!~IRo%+vVuKCgI zEa_!)u5g(+=;PX(OD|@PX%e*o+YzeVARHA{%isAy42T3g(PF0e4TsFQOsuz`Msbl; zz6#}NodtDY1i`_3*V7x}CCnG7gs<@4H=a~h!H_Ta{FI)RnslkNme%QQ=%kC%zUfbR zV9a4|{I$@z_1gboV7}$}Q{(4Yw1v4-Ejm9kP*SGDZcHh0APp$zxpR6rI0qx`KQ|Cy9XNAMVxlwh?*25({&qpIzo^WlcZ6>bXY60!$i!q1dFbt+M`<+QdCRxdOo zXESQjsg!Hap9?3tP`5nNTjF+HUfU8>UafflXCq@!uy|jSk>v$m9LprDnN#&~S$>h_ z$BrEif67(K36eV*TjPeIILL;4aDVizD1zCbAQ_dC&FMxYZ~jlYxV?$8w754-D&mp# zMU}yn&#yqXS3$Ql^J&Wih(7@c@sh1!I3gjW__ti1#O9gx$3!w=;{A%V7&lm@0BUnC zXsUW%96ETn;c%O$Y??0>u_Wj;0Yc(aJ9Q8r(}J4e8t=dY!%)R~LM_gmi-ASk3<2OO?m@v5ACVJ?v;@hlBhNUF(vs$2Ul zynC!V_H_3~x^Ov+SO9rAPZ`&1vlK+>VVh}Tb4-ZVVNH8VhNdzVWa%>>Vu$}M)~_C; zV^wZ^AfMzKU1b}Ak$e6!5UtjHs)BIJ?JrS4wZBzzMyp@<`1ov|96hjDE?y=03nQP@ zyqAl5VX|Q3b4DFU4S(E8^>@fGbAXb3xM{S3!EoG0AFMm;E2=1;3U7IuIPs7~$=SWeU_$!7D3*OurCVF*e5_D z7t55cMT^TSB5nP4n@Y6Q-^}kpK*mi_l!}ln@`W}D9z6;^CJqK5#Cn}^ zp3z2cLxEBgDU$*vvc|el7(xdF;s!rfz?cb)4XI6PDbM=1WX6&5Ul@WrkcWf1Us${! zE8J2^=G7hpB|I>Cy0KY`KWg&z(awxkNb1E3@JTg&bVVzG_NN*q>s0k+!eCgSzQ_OK zlM^cM1NZ^R@pi3#kuUF3o?ZNN=Af|$CEOOFlD`R6Md)iyyqu2Rp1fFX`r4ek4C}Um z0eJ|IO+|#qv+TmXDf{`^;Lp8g7yD7XFqp|mngi)e^$F3bo?AaZU0k%~vkCq1dnjy# zUq!XTPFuy!o?AY5JLGtKLGg(+uty76@O&-?*x0nqb~DqUHar6Wow#ixK9KHLz^Y4h zvg}AOKrQ4z%1xO4S`u{K1}NA>LiX<6JVrtQ`UD0fW{uksQ?{ZI#m@papG!6mXLXAa zs#KxeC8FQtK8A0;yRC*CaU~xQf4bh8IX__jd3UQhF+XBQ{9EH7_#vU+W>=W!UWtnx zR-3eah{4Jil)3QW9RLZUdw!ot_t%GgqG?CuM%JaApKg!jLcFf+5bH-^X(6y*^hYRT!bpToFOG`ExE(=!CW zH&iSpopzf;MzX>#8UU2TGa zfOTmy0aqgc5l8ZCzICT*O;pINcey*cI_wIsOuN2FJ-hNug8UX{;tPvycQpES8^=e3 z=-0cy29m?_^=gm3QzNi{b1fPI^1xiy)MH9QVBR*rGlRxd!&sn8;x{nq~vMu*f(VM&aUoDK7-;|d9oO#i5P^5<7GT3Q3B zN8iV6HCX8M#SM=hH!wak|LJNlmWu`NM=JbM5Muz|TDS!rUbjjw8jJFaTP5@%wn6Oa zj)SXutjuqgAQN%F)wf^0{8_k$O01_OcuCXzuQ|oDRX@|On>?KNNv|&TIGcI?MrnA6 zUgbU<0tV!zU!mrm%2CJQr>iru=7Yu?XS~NkO^)|SQ02t{Lq+jxysk*xE><^y1+$)M z%xV5v!ECUY;8G#q55}<4mU$l`rL#u!!)e<)|EV5}F_j;Ot7Bqcr4SL|rF~mGNt02h z-uXr#{>)CK6uNPoUN%^64^B_Xv8H{9-FcuD5d$Ni1+wyk&G2;RYRp8{q&+CdJ&aRR zY`*L4pO2#%E@G_au4VJ&1>C-sWhti8jJm4{!xmgWO)?C36KUcoozr2wxb8Ev;ZLP4 zWjNT>9Q|_S$GgFegksifA5h1#9XHg{e`UhMLr5{!;h*wasiA8TqgKYteo_0RQ~5Jc zCjuFQ@cEwKg)r}v3Pd;(lt%=ms_rLKt9B)*gjq2cNAzw*Z8EU6)&frWEcIR!NFqDX ztIN<9YK-k`1^%8%DWosSO--j_V!f{&HC@z$kwf3ncXT z=Oa#=22#@=hO>zocJrm)c(#5@9rhf?Lr4esK?t&+fJbow5(B=Q)s`%CN2F}5j&zaM zu)r@9N_amius?ZvlZ zJI4HfO?+s`|5 zDp^6)(820Y>%(pdzwm-Y!4Jsz@j7YrXc{J0T6-+Dm#rSIYGCm>Kbk(lA%~4mGgL69 zbFmZ}RV5z*z-M~3KV`6SdAmxhwKBVbN1#94ei%FfBYBH zS#0O*%x7F1cjnxWyBY5z;Z^EOk-@lL1W&J-5>ueAImOv57FhJ$*@|}B=?}?t`!{F! zt0&{Jlbp@wBgfAzH4y*#=*{ zW@;2iTwo65{us|D3($qy|M4e(%owwUR5$~52C8Jt;QAb!us4pTn4^2D9vnFGZXadKVqHt|Fo!MMaU`Rl3q!K%|58CLN_IReA{! z5CxScy@NFA1gTO2C`yOWLg+`(sX1-m33!ny!ya0)+4K_jjKbrf;OP z5}Xa|%Yz+q?ELZtWot`6&I+?HgO8qlx0=kI7YEl2YX-M9XOh}pR*(zfF*?<4PagnI z*0XqYODQX-T7Kj!q)Qqt)rA4`iM zzs8f(V_8A4H|>jI4i9Q+H41_a`tt6~f0b8FbOxDA-S4=H!0zRa)K6U!+M?mmdKySk8C& zx!{F`n?;7s4Gf^8^bDDq$GL02G*k&|Mosg4*e0sX5~9j);l%a8dRN$)T6Ttk>B8lE zA@y^!_dHNp?vG7@>X-))GoY;_i9*%Vl0;ceQAS z1}>QYO;0WW7GJomU=RW@ie2jnln)! z3~4_-f843uE#4vq1IpM%!mBX5$Zvk6r!iHh({lK!@n3&>vOfhXHU}ptGpV zH98foWJoi&&Q6cD$gMqfi7jHfvH{)@s8oo2q}-Wv@aQ3>^%*MrO!eFAJv!{0yT`w+ ze-J|NI(wpJ;Tv*nF`vz60vs|e*T1+e<}@F$;XsytRm_0N2Atmphd`pA1INUHVeoO5 zD`{U~RI>TDfohZC0Orex~}KnhS8h(${5!=3_YI0T64(B@+Y(id4D)oww~o zm96{67#}k_bB175zT(yjp12mUCcxPK;YUaj*9Q*O>#5>yK$AJ8c?}4FL{y*+K=Dhdgor~gK-<#g zD?h9THsL>i&-pnrAmUR4Y7p5TJo~37^VPZ^UGrO0gK_Z|^zPNpUQ1BlgpKy&fSNhTm*(+&8oyJ*! zY6B7aL$xXn_k{!gcenV`j5`QG|DSflWq?{Ci)0W}Yz&favnkTfdA0hYJ==!u{uu|h zeP^~koHDt>yeZ9ev`AMjsW06DI6wd6lT%Smw0Oi&3t0B%tE347VYK^?KG}D~fFV2r zF#tn;w3yeB(Ch}=!u@jF?;m9TPagW*`Pkl8vqYeWRXR0LS`-WP9Zx&F`+pw zGlj4y!I}TlI)@Yzj=Fv>c$!xR6v|M{B0Z!0fTrPK$n@`m`)Q>U|Cz=+%hzS%*6)W@1tw~={hV{*H{2C`4Hf5MDK|z z67KQdf8M0Lz^mtDkyHm>#*a^LfqNuX{14B=5*(}utT?fP{gwZ_3--S)&A+Ymzl-$S zB>%fe|J_Od!)5%V>-+Cc`X`_F-<|Z|o%G+G^#Ak`{{;@eVc&nz-S2Sd{~wOG>9M~& zSiNEl^UlkV0L$@PHgLBVL444&iNFXJwb|*3(N+fC&rYiE7^S=~$Lq;vCW^ZHB>GH> zCi}bUQ+_@L($(=mQ8>UO;Q3o;Px^nMf6!c4Kb4k{A1(MB^g*sj`|dmpI>wKko!we% zRTbmZ3-gSV*(yEt@4eS*2?>Jih-IAyxgYN{^UrBzLHI+c`9C1HOvCNz>!qxT|Hs~z z;|Bo#%Egtg2U--2jV~%DstP_)3uJxktKLxwZj(0p6H@^}vzWohfbZj6RnNOgB?9*Y zio&ybyVZey(&{g!N{Ttu4w~~$fq07jjk-}XK0I1Y%0MP)>7j=#I&e_=7VoLa-m$dr z!5}Y^ENTN0XRN2(lo0za?SeiX zXc3$HhD;^(x+16l-s;m?G%)=&AKkX_bar5z#iZu>bpaRYcR+WhBO1%$d^OhP-lPxL z70J2*3Fm{7!!55w|KOE8ix^q^*=C*eTTx3h`{l4=?({mRpIVG+FAFkG92UAN5c5{8J+9$vUqD_-)Kk!Ya_tKg1n`-&Ga7@2!-B zolG8kfBk7Y`~}-IE845$`o&=cjBZ{-h-Nlolic*|UYpb_Bcq2~jp~79C9C*Fp!W)o zX&w5ihqa?YDF-k=iUQ*u3zG}W__0*zLE|(B#E^Uu&QEOuA(eq1%(v_i~Sc?T@Jg9X^5ZSz^v> zy(|IRBI#H`D_j)piMD9_e;GRY1=PS9uLyljoV>%TKl_i!Yx0tHj+}vwK1mm^{G|WE zYC$7#tYp$UqH%hH5qS4$Z2xE#L@OB3e1bu@MmL&Ews2;XufA~cSwyBsx1GgW-_6H_ z2QHt$ll#1)*2fYivSS`#coob;fOe^RF2&4iUTBy)*#&OP)#QMC|Cc7o?AD!Xr-{aq zYts!LxGdwl73(6hmGJOrc*3?hdczYnVBQe4XteCEOu;0>78)KE&)%u^#y9=Wdd{0W zVSs48v9J*yg+;LMDq0dhE1awik$(|{sQfgfVc;E$K6Li75F#0 zFG7P)A1KD?0`0DqW3u&O?`YEGL{NFdl&&JKX3AAIJuGle6&ASk4fVZIj*u*V^A@)H zvjh3M?E@W2uMKuc>5xSvKw*5?IiX9PW0tPx`00qPk!(bsb&uHRo5q~FKZ4P9n_J09 zPu)Han6$VXB%>$kxwh;+u0cPVL>sT%m=ODKYUgs$@2&Q->w`Hr)!9Ke4#)q zJIKrcOhWcH20q08n?(b<+&ayCR$mtm(yJ&9ZirR8DZpkOhBcB)+Ea?{Gy-J@;O(}S z+7_%?*NurV12;XjTYND0Es_u4!0KBju;(Ds4Qa*q*ks0ky2R z?Y%A*TCUc)!H7|yPxNB(KY1JC;Ctw+6pMtexl_khqXg2h>LtM^VTqP$ep+ObPe!&D z&kF+cL6aT&>BeFO?nJ%h!YHq7He_>xzYe?OX6N{uTD{hueBsUT8GaaOM^g;1(ENee zJKswa#0oDyOb!)UdwLWeoyMU-HyWqpAW0qv4ry9{8vmWEI*rm|EzN&>YXe2`KIrA0 zl=vWRr@s8P6;`SgF|KKT>25To3;lB5O~*0FT>}R(A>4|~J#h6algn_?fhm$BcLj7} zzrO2X16gt-!>4VLR>xlMzp{9LvqfJ82Y@xC%AniD53|gwtVi70>1&|brPl-}y^p$_WJCPozj-gHLLimS z36x|4MMD7={f6Vyd14`lfRAgDqvBQAvpAe6x-txdQzf$pHfadaN(BV}mGAuv5roXs z092RF?b(^~Hm_TVYPN~N0WBnif!QXcsg|74+Cnjh9 zW$M9gH>kgy^crwIsd{f_81k5X?Obn%0U4q_%`GzbJ}`sYL(}~xKWbPVsb^(@gr^*P zVL)`F6|5eGF(MdVY4Zy|dJ%D3vN9BX$y_@6WBl37cCQ^BR1S9$^o@`EwPEgl#*$~4 z`&*^Y`tMY^jNI}_ue`K^4XYpBIp7ka`OrE_g;DYs)pTm`-v9VL>bOj2DH(}wnPasb zl_wo2wwj%;3S2}EC_c3qFwbvhkajl<3m7(Ugdt`6rbs3)DQUd`Ig^AO4#J~F?xQ0d zx%YgqkSIlUBbCrw=oDALb>v_EOm%sV`H^r>C-D(0l$sWk3ic99fEmm2y|$-EZ4m`Z zhJXq@!t0w2v5Hm}t;TCTSQ|_ov)QaqrvLoM8vmWPY*jcI z=u3Y^qJSybO%q&S5t}hlEl%SHYd)L5)@|Axw;E2ypEb^RrCppf1nEls?j~7c*`20+ z#*dxN$pAovy?&pIxUhU2+UnPS!-f(rdMZO)|nic4O(qI6XQ%uM64DM^CP) zOYOh;!x96)@#4x%#xEk03iS%J3J(qnh9?jG_wLQxMYP?M@mNWs=5JO3@(uQ)fD{jv zuambo{7D0tr9A9|p}(FY_U=#eA>otk?fw`vPZ4 z*QvZRC~E+s35)jv{RaOoxYB zx+L$Ok65s6zuX7Da#OLCxCci9!GzuIV#;zp31n!Ql*Or8suB{Ne99pfAwp zLf0#O;q!k$|HW5k^R6P<%@himMwmi6F1c3+?%O*Q+1MaPk)RUKwV}Ds$CVdXHV`Fu zF!qsRX+Jjf?#yqroe)5Is(y?c%5f&$?-jYXCGmG5@^qhE>jOx7>fl&Bpcb;7*b-+W`-gIB8({?w zgLXd|pY6J(t_PN<2aA@~hJd)qwmpolL@e-nH7^y7VVO94twVVd3FY3VKC9lh*Kn2g zu(i>EJ!1~YsSPWSug)W@Su&22zf%zpwXX!oSZCF2EzwbJj<(cB-X89>?{wRrhR5-v z@}4%fUr&LWR+sRmNPM;5vQqxa3A~wRnWKvJ^Rcn(a@T&tyaDDZuI{+7(=*8y(mtaS zg#MVzw3G1HUyU}i`o%g0uhdgp1-;Vi5`lT+O`AdMP!5#Ikp`dr;j9oFh}qc zSR;D-kiTaAd}|Q=R9?60nKJ=f<&^{bN6HrX;qm@`?S(a969xWz6K!UL3k0YqNdCB% z-%youIY2AbU1hS)3!kGxf}-KQC$QX8Kw-Oax5>zv&hORUVPv*CbeN<4=1B_ej^FETi&uoAOlCk~j z9b2zjE4=DmZ>#bU-dmIWJ_5xrEw{hpw74yP;zj-j8$?TsQ}el$lX$#t7QQcY`UDDx z%Fv9pnl_p-8(qaxu@a;szc=G$I{@=pWWbX6kUf#KcjZT&ko?tv9^`QrM8^BASBUOl z%^F>*5UR$g{~fJRntnxw8u6NtdLlQpSm5gr$VJ&|mYtHIts#6NOV>r0(s{RGqdXNN)M#4VNZ9BN2;iC+53*>zp=Vp6c#kzbMu6pM|hpRvGS?i9~lC+Uvrn;560aZz-ZSYkCY8>+rAH) zpjB;?G?9`U4ph5sIeG3sM_(w@LtuwZ4yd!K;|EhPy9SoFCii(()MDS{L{;)e2Q`6?0_Cp3mEfoPomoX8lFm_WA8KYfFh+C6=v{gIZ-n#pWrBjXLtp4U~fBg$2D`TjkIw87)8|w zrrX7x+(hb(>>YmbU86BBWzxUBGx5CP<*zD?OMzcrV>G->ec?>#%`VDtB>%@}(`DV2 z(&JaHXiNSm3hO&%A%~UIi+k8AYm`MNe*F{=S$^~V9jEgCsUYS}0h(uzu>caSZfY z!Q=bdt0e#eC=8InZV^5 zH08k79s)Jsm%VVM3gCejLG142w8xcTayWh%iBp>in>nVCKH~q>8jmk&**H0CGTzQG zF0h2Vcx%-2VSY3OUB_|YK|pj5T~0UHSpK=(>%Mgab+-(ZeFtS)?Mvnf*N5tAawqU{ zk*C%BjGIX}bnYK;5ya`gci$^Q3YErw9njp5Hg9g&tn_{OdPo39@tCSm%OHpIZQ>5nUgN}(VH|A)Of&w@=%}Z zNsB}IsKYAV^R6U`P=cAV+-?-2h-;!dwN&aCEVirTJ9g z+P9;1>)d-JRx)U;AB{DL;77@K277ykVSmV3jA?Pq5GO>(Egq8IS>tcJB5toT?^f^x>MwUA@Gves5COujxe({nuE3Hd6FGk%IO4^k29k->x0F6pZ zFyceMLaPe{O^}D|_n~v_%3lTDmkzj+>zn)*D*X=*B$5Rk@8pIYX5nSxfoXINoBLQc zVq3fz*`vUnc3XC4nLUr^jsFC{wJ5Y+k)=~nSp9ss zG4G@j49!!KJ*Quz9dwf##$9L-{7prmScgbvYpy-u+>d+pUs+q$siFtiU z95H03b(-nnZNt|9n(qf`o;j~i!m|A!pGB4DFxbF7%rAKa`r1%=>CB2&mJECOq*p9s z(=Z$C|Vw)YURZ6WbDBQ}8Ov&G|I z{$e;ro7!>K&i8sSrUIJ-TyT17_qaIkOmr<=Rw!S+v_%ZhQ>dAp=q$S#N3xDi_wawY zG33LC5={D|4GXcl4#30ZiQ%t@KrLbS>nqALF0m|fyxp0{#Hz{Le%J)Rt2(Wr7Zrvv zeb6Uv7X0RoH!Aj*dU3gVG=c45v<3pXogmiBec=)DQGX*&mWRZV61kb_MxULyj1Liy zQMoFnb(dDW9-86Kp%Jb{dE~Bj&v}=7TljyF(!9Jl?H{z8s*YZ~#4RpsKY1IQDZG?C zY`E1_H2XPO5x0jo$GZ4v&Oyz&`)4=r*~2Xpb_>*tEM}wfHE$qu8YnlP+?}Yh@tp0u z=8Ken#VmEW8Zta>x6MN6M1bp7e0CYrF#I!4U?!MC=M`|$>)qULp_kv|WG-Wef zW4!BvoQ-DopVJLPlqUH&<$;T$7{m-d4W!sRu_3qn{8Q((TlUFO~0RPr}Z4#$iN~8u(_{*{+gyK0hc?ne*&6_muax_a=r`B=8Y5MzT2TS3e^x(<_G}cvI@-_aSWkizi_r1C|HI6pWy!E7nE9t_8aV{mq|uh9d;J4z3Y# zcsm{IEbS3Vw6q8uES}mjXen5>)1^>uF(vb^spm3(A4Un(fP>Ok$ZdC1wB$h-VNhTo zqB=ll_YDbhmwHSAvm?86wvle54bo-XK;%1+>_?U?>0hxPu24}5&W~+gdjQ1U=9bAo zM`t~DwG*~*1ol9?b|&pv$1jZ8rst>a7Xo1 z;U2~x10g$|sDVS@ztC~Zm#~bf@?>`Z);%oD{l~hOpu;q(>TEEUYOb>xATEx~lvhA& z{S-4cN1FnSg(|XULI8ou+CsAi$4{ZX#LimQdM>Uo+MJO5IfR}7l{vSyW=jn0m;1%U zx|e$w$lSw!ZCxnw-y9z*u@ZENmS>9fpKvmM9et0U&}X8=e_2I2{Lv9^2;JU z&zOJUxpXnv8XL?g011zl%!P*O`@U>G_U9UL>Oy69hPGd4Q3a=LlTq_k}@vVpAMK=KO= z-wBFt%bPVMNy><4I@-tX*4hFCAMAd4-hAzZ(G(k!L$2KjSMM*m+3)2qhs)*BD`;_= zXc^%>JL+B2t$k)J@H*U?t5*o@0jBozetyc(Q)?a8o`DN+F2=<}uZ0!GQz z6?I7p3}MS5rG_nnM6%UdH~v(8%)XIJz=zP;%7UY!ph3D z_p+G!N~(jG>Dw0m%#l&;3qKpTGl(r!F?E@oUOh|hCRhgCsI{>r5#J=twdIZI*w|P; zwEa%`T%tg-bQ;P67XXZou1MfA?lUpiYv*rxpOBo5XeX9jdw9ADS5|LttYz>+ovp?) zk|vco>=z-=Yk&;GXNcHtd>TlIHV3DshucT{LFQ-zyv_tEhe^nulJ`lq7Bqp)oJ5Ah zna&r?(jziUBW6Hn;Tk-nHMA1u>k{^!+7>Za^Fl+Ec7+39%Y-kNiX}L%yT*8s^4&+r zIGR)Xm_uKf-fWXzpQcU~u}!chrAdC2I7E3qu}r^{H~QF#p_Aw#y3W;Ert(=u;_kO^1)7RmjTB7%am6e9)bXwA+esqQTVsQ=o zDA0?=6=z+|8Bzl^?2gT_;I?{7NC8_W36FLX91(&4_6If zlTpIf!&zdgR}`?jr%9@>cVQxw4!nGef@Tc^r>-WnW*yEtmk76}KA zUGS@3BvCRn5iLgFW}D=#;SBlSUFymor@sxGa75MK2aIx}ew3SoD2^Q|nP%-S#Op>LBm zESCKD&Y|*|=>{paeANngkn#OfLE0nSo;sjYsfO|r=92C>Xo7XuQ}Z>%DA%a;zT>ne z?Z?oHV!@mD!CV_zSb9U5b>r2OI~r5XJeXU2LJ^ntw(ra|c?x3&$l5y}CsCftetWIc zvcKV1cmC|{rF6E97OJ7+-=7vIu)%0T_qp(>OfCE2m9K(V)0+UPhkqoJd$!jEqdqnzUd;Mux-MkY|nvoL&< zpZ=nWRf~3ubd_`aB1?w4wSf}lXOm*X8`b0HF=jySA*CP;>{{&aE_K(@YCm{AM;sgB z7hRk-S-hYGw85}4tRIM3cZQoV?!Z5krkuEA8?7zwQPGgf7^EIi zhT|*C9bRx6maVSHT<%M!=KaH$QB(OEkxxlmkk4&qq!lwwTNY(a zYq3q>S?DG!*TFbu!}AfHph~Yw&#m1-98TaSxd$6&G7?@hFu9G597M26;p)#m$Lp3 z^BrLX3QRwh?6z@tDqr;`pi@Y#=ij3j)Rm!?9_D4jzOY;y-_{Y(sNOjvvxnn(*W7Q3 zL|}K&QeqJ66%gM6&;7X;J)cxT>xy1eEgg)0y&=W`tOj6{Ct=QGaz_i+ch$4cx10Mf ztTU}gtUTUdpTvyT?Nn?`poM6q12TG7vXqFAwXrhHpZs$+UQiqIrY%%udf1`11Nlef zzQ3o{!p<%e)1H2<2FEtg15eU_{l zrS)8emmV#sCfgbN_F_64riCi@IC(2XxpEL0;%7OFQP(fxGlh)XGCdu+REwZGj6s{P zkfswm!UKFl{2*o(Vp!C#^>Q7XOvfg)c1z=3i5S70 zGo~oLJh%00@1K>l#%#w0RjO!3c%YF&+a=o3e=-*r-vE`PAH_8mT$g}3ss;Yon^pc; z_|r+%mA)$m_hsURozsltI3w(v_(J?lZxL!{3Fj}13UNyc?BS%Ruk`B%nX90f#w;zo zDn}Eu0;JV<^g%*%(>{Z&pGnnZGv;buO}6*mEu={uk)E z@<_Xw4MO}};~&V@>&WUI)wnBQ)9Td?DM9F6SDF|Vpq6H3s#IIhj)M8L+SoU=G zFr--;dmsd z9Ht65F4J%%(%HC>Y2{uy)A~*V8<2b1FI9ea&!Qzs0@c6|j}?gzsQ3Ro#X1}1jQ{1o zGELn5kxAGssO6}D=6Wyuu6Hp>f^|c40Y)2>6-I}oH!gJE*$=r23P19I+6d0oD=zvA z0-^@xpx(Mn-4b_mk4%g4Mweo0L*&Q8eC12xxfd|1@y++T;~F6cci6su>S`8HSUO$q z=4##uU`)XwKxeP%avo_F%x8QPOzbFR?<_rp%8H2j(4^oxYh7B3ZNExJg=`km*)5)U)8sg@1VG;Q!87a6+t};>Px}~<@t-iw>yku{q0Jkk z01Gj0JzERB3*>~YmoiKcJZd4$4UeR?^OSqPcpX!Ar-C9XH2+m+@X8PXTZ37WXgZ7L zgJ%K&c$^kuWC^r{%?!bg>eik-HSQJ<*lM7}-Pput;BN z>Lv=c4W_l(J5m^-@H+K%eXd8F-_{p2UXIYEz)Qk7WQ)S?;1a&wNb#v}B^1(xDn}RR zBn!N?Xz^Wp->0ufa+?cClTVC>GIWj-F%GO1hE8#4tS1a8vL*#yOF>F8mS1>|_VL-O zH3x>#cro^qU%N^NLAjg;K1(+f9!!N0XB!^CpM!Np@bfoQqfcf1QYlBms{5W0o068KL{y8b|KKdtv3pemwOBAPTu{}h!XmzABBBS@dR8Zxa!3v3(92$Uq+6%| z;Kh^rPttiZNRGdu&O;V%peiSZ)PAV{0ni}>sJEP5w%f{kCZb!Mz>j}l6|{!X<&yic~uR0(g5o3MTE3?jiW8)+W!j@usGme-e})Nn2nvM85* zd#f+qw9fTp@`>~DdPG}u;lfh6t4Xz-qw#0|Oyg-4{7cDW%mX`_8e&JV7e0!IM(y3R zH;pOrCTgG}m_V`y?_zn+3bi-EsBGj4S&WoJQ4lT^)siGi$< zT-DW;jFHAD{}gPiey~^=oq3zyu7Q;W70M!;(ZHYmZsRr$zR2-E)04_q;J^kj!Q-xyGB5rMmPX}NT z7aanXUd&2I8>Ik$(R$=P4Wun zdz02=F8lE*2R?XUf?Za{9Rb!Vj4y<%tTb~nVoWx!i42#-ibxlT3pC$3D`8!VN?_e8 z9d3TNaeuEvQVV*BS&9>M&?n7w7HUA#Cf5o|2q4v$os;VPi=o5zWkc}`}B7d zaboW^Di?_n=EX6=V(Wh&`F43TysNF`#Oj8LbFMR@j=o1z4u-qGzQvysj&>pX`#Z=RlNq3jlabtp_@JQtksj8Q2q`yW>1q6er5S`az+mf)I3ly%k zABN=3!#Qy_1*qF_y|P^OMA~>Im60$nvmVbo(oC^{la-qkG+1xgdpm~7r`W`V2mub#?TqZ(T*wkPviBN=27w)J?hmjUH)^Txg7kEnCBGT!eKf?#jUOh303 zWSQTYaBNsQf{OJUIH!pvbXzmQkCYb?p1)FIuf z{g@oPC%~wV2n8LT&+bywIy#oO3EFNZXOWr$H$}--umXAmc6X@f{!s5Mo#I#n1sqoa zI0bSdPz@d+w;0(e)`~6np5ON7`b5{Stfi-;hR1XMOFR3O8z{nl0?$bIW|sCfe@|n{ zR_}V|ICjrOxOkm0+jt!bXSs6yz(w;8pbUFJXvy$9c2K-X5Z?F?Y~A1X&p=N;JcZs3ov0QgB5ohAQk|Y*Gp#mQ%T|RRm9@VRDSpazQUC~ zZ%zMbe~=MOW5LnT}txLrg(1Kp@T7xZ|`FN;+w@Q$Z{&6Di`O=)pq=Z{K zEzbpy7WV144dn&R?tRv6^(IgD_om&*=*Bu2#2*TEOc`Js%arF>ch|bE@ME*TGhq7X z{IxXCJT>c_pV-xL3ZlubH9%6y_ZJ?0ytL93DE&|=GW{7-aggt7$DusoIB^9N4prQ! zC|;~drgxKbgGIVs6n=QB zt$7AEJfSQAcBD2&NlMQ(HIw&Q9vsF2rRe6QOZ~RCRCr@a@1HeJa}DYpT3M{&(OEBx z_43q+jRoP@1&L%*o4*qo=R(c_qBiFFyZ3nen|yy!a_K*hHEZ-#j=LMf)1PMRd2va| zMuj11#@9T#tr@BRyAKxd(GZsF2ha8|yck&^O1^dMzS?IFrc}w%MJP~u1T7chb5TdN z>Zd1iqlb95>*Ee{#Z8ZO+Ux1NrH}gEpJ3l^C=8FwuDP^6ZqT!P6n8Vd^iu zY%4k*P8LF!au(1b{bFj3J((TmZ`ayf^a;6h$M5gMGtj&d7q4?e#z*>bO&}f_{o+AJ z_$D&DmXSWWl!EjZXsg41V^bzM7K>*Ul=Ydt^da*pY^H-5`C-QI7XmNHhEua=hHVl8 zs*Rlh^searGo?JS<&DI-p0CVf>SKK|%GayXR$1_o5@gGv7DS3#^!X#zZqG`uJ)=-F z!`}ZNdJH9iDEjI<<}?|wF*c|BsZZB$s}?n?jZG~GI2^ssuH>1X*22SfA1$T6|EKCW zg#9D<`z@3wEluA4xOA*U=3OerRBRjeHG zKBfhaqLfy)pUGk(t;L;P{mnL__L_5HBv*y%;fbJ#&56d2J}H6Mo$c8nhaM%n5eDGr{@qQ}R^zXxD#txm(}49(H#B`y1Y ze4$3X8pXDm08p>~pjVpjK=8h0ttOcxbH zwMUk?%*pzsYw|~5%6yWIVJ`9dIpsE4d zU`T+MNb8npST6JOeUILS*4q1nUOiuQI`F*ice7Jets&tDhLosgYznRf{aym$qjddWAS{vq!hV%a)EHAf z&1O>!P|XnE&AJWLw0p4qsrL@K$GU_0(W_f&W6=2$({WzJRp027#_d}<%(%N6>73~1 zIlX5^568CAM(WW{sZlfGzE~7x?ttqpz?%mR&euACyfwst=uWJN#izhT!;IQco|czAToe7JI>O`PeH) z`FZ64eMR^g^1M6aJxV^>V^1-`5bW32e|N(m|2&1V0E9dqc0RN-EPr|ZH{!RMsV_QM zSumTFhdF<55IYRdoJ*1mO#b3|=iE8YKve}feW1Hh6Z`6TLE+-p6eH!QfL%A5wL`hP)jfcMrQrDl-7Ye-$_wI~h-pwI!FSp*K!q`BZ=B zG^j4$2b{%u??-z!a~d-I8*g7OZL4GUR-Y)rn)~N_`FXcLu4sFb-GVRw6i3c7F@G7dNgLJl`xG$vH8@vE2sLlP<*!mltD_3DL61^4s$!3xBHDt7t*Wj@Qch}^OPg*SPrDE zV%w>engReQ=+U>L2Q&3@RYK*1KfzA}B0Yv~7;k@M%1td|`tdj4NZ7-=}@JTIjqAIX3;J3tXdvS<*4+XOPrADX-Q1T)qrGzWa!T^%# ziw`=hv0fyBv1z~SZ^7^*eN!No9CaF;;D8$-B;g7u?vlh0+wEATgWfzzf+ z#s>(!^(gt5g{}bQKufn1+juLDFaJ-HIJF1B7qfQ+2fTb+eEg0=G;cgj}5Tn|_&AZKik158_rQb&hcBc4ZX5 zN{Fg#OUCp+GB%=LDF%9>?xz zqGD`^_a>@5Pf@yn{$8C=r(GKr-)mHny384IGl`t1RTz_X%kyDS$MhRP-*NGVk4mBU zW!dAxLLB!bM?KYZ$J8Ha_ARD8zwCit4Zd)M>1%gNc=qF89WpC%WaR++GVM=ul zt!yO2k(nhA67iO5fO7gad+?Vgdxeg`uQWJ;jnCm?P-b7148io?xrpTW77iM%?OzVb z3k{ubuvxPD=IYGFjy)k~epQfDpAGv)O0qw8xWR&Q&ei4iz;6QDSPrq0m{j_+|#wZ=o_v>6?tbk?X>&4^T*!q^EV?ttWi6I3! zqPSM}Gr`$Z}EP1A-!IZ={7 zg(FBfp!F-eBFSD{+lrx6$MSF)v{R(V$Abfxt<%!vIExC_G{tX3Jrn4yepj z*Y&&mSu3!|t2vF73^Lq&2qL0^^M)XX{rm^nYWuvY9E!WiQRaRDcs$ND+G@_n)F%Zy z>olZ-?bzZRJ6yq@d6zi% z3&lh&p<&U9Z@ABGW+;{TeJwTM7I>krJv^}kmpyZL$|ExJ7!5!Vyx6(REb$8IFXMt@ zad<~s3ncHF`bv(JmkD%O9WQOaAgt02Bl==;#hg$L*$nl+8>5X3jU^;u$q@{5Mj^Dz+k~f|tzycc8h9$DIk^f@KKA87FM>dz$|cX2f1U$q z*qbxfxbMXyf`MbnRrY7B)`^EEfKDq_!ZyG8;L)?{O;rJEUL6B(wCr*CxanVx18sa6?$$AA<(8i)0)1aP~VBcP(S~4W$vhX{$Q2%QgQO98%wqc}0 zZ4DVQ8FVYat9%2`Amgn|Q50@-M4lj=k*K8`Sh3MVi_%_f zphvL(^T&{+xYAZHptO18=$c0CA^z+0QdvMp;Q{$Id=ra%-fV4iaS?@y_-a*wr4dX^@BKD5FSHnihwjTt}V z-j&9)nf2}NsvA>V6`>DmZPQe#mPlI47=zSaOGBzdZJ}yS2wk+JwUjE|ELGGJnQoSZ zXp2^hbS$AQLK|WUg4kk7-(%i+e>2Z-+WUDwJRh4+`Q`rKC)c_D*ST`s&iNn0<+44h zW@Sw#ZcDEN~CFJLFn+X7}$)f(Ja@gQzX*FwF_~3YTJ4F`n6!s z{@R5i$_48UNy+a_tqu?zxW4(nFym9;)}aye6Q~bieOHwAbInG6=T6(LjZ}}YHlI`J zSnYV~q<_@5q9XrI{f&jQKXgrEF2Z2W)_FOU3x_lx7WKB-wxXnmE?Zv{37Zb=V=@D4 z7lO%yU^{;)p0;cJ-rR7~;(63Kmf=4eDp*;D#yGFKx9wi|M~B5>bl~7N{M$Zjn49g& zkI!Hx-oNw8qtragCf6@BoeHmu`bS`{Iez9E4*E6h7q?e-01#(ZUC!Kn1T}R00VY}y zIZ)owqd#?sS?$RyOXd=T$b?`Ns`3lLe9^}zy-Zd)xkA!;{{peZjwI1oT+=K38T`fm zLa<|LveI`s)G@t=$KVZCmGF=T2PrqIDj!>fmj$uX;ibC{zT20Vr|#QFDK`0P!IBJUfxXdPd{#CAGSGDOvTLBC!TM2av^-8*14(geve41Zu%8y=w{vo?`a7mbDvZLZ{n#?c{PILT%dPQwUzbv>4Qnq{uG* zZhV0>GxL)yGMYMSSKT(2vdwkIw)#MVAR*}?EPJMXt<-CKv9tHiO*}iDy0AZTNG&lK zG0DF*#cUPJ*_`(z zfb28%X%SCT5Oz@$#&vt1^m-*eZ$K3}76iAp$qW_Bl+5$@OR??d`+K zECZOcPJUsa5oTGT5NzIPB?l8CEZ2{&RC@hGte{l0c!t=l&iuMAYj>gOXMV?@S0+r> zpMx7KTtfy9Wt^IC;mbrjRQD@3r!AjtRq@$4->=!{0%}ldE8o(|C*AjtvcZ=sy3P-e zM$GW;p3)CRHW9$K7v@CnnPns5MC##Rki05bC>ARg=@hAu(U82Ce0V&$mdMo`p@Q{M zE?awUzX-j;RSS`?q7=u#$^>m+o`s=yIo}PFe@-e@3V@I7e&v)$e(-8f_>khxNb$VB zT~2w|?L_^pb41>}aL|%06geh#=7mYu_Eem4mrJqKeQ|HGOPWX5S~6`m7s?&n?X0OD z?&Oc4&PJ8%S5Otj7zt;8FAeU*_cC(Z(NAAG}x4X=zgQw2mlQcJ!-dR{DA`^TVGW4WI2 z4n^uQY1-+fIb(YvD}*gOGX1X6YPrO3&V!-Ko<0bg2Z^sX1$KdD} zGD2uKaP)v*UEu!*X46z58~z}w&UtcG`(CURf7sJw`yUzoRv%lXFiiz_ET>X6IH^eu zF@I9@_2yNSvNNoeF1ngwng(y*t%PJ^C=W1^{!xmSj-%sZowt3x#Xq@p`vKDwcIg>R z#=faj*{fLPTVPl6=l%;|;+BB9;8#y1v&+LFdzY_~osqTsMmkb6JA>3-_XA|`Mni27 z;iv~}FakSyE%ghpTs z^$D~c^+bGiPr|oH9+0vjfEvNMS=SyfP{Hk62g&lUo7FiIV(J5vl6;MVQ+klSvjG_? zNHK{ER_Ew!X>Nc7Jnf1`^af9jbYl?Md)nlSkbuX5Hfdfi0xd0$mg1xJ+abok((kK* zvxtauBSq_pZmHz~kcgcD;_~|g&)DlE`E31Bs8I?;baZw7(nalUR%U1fN=1Hm6ndIXm=IR^NVcu3~#tU;=)ewX zc@Ge>%kJQpQ6Py?q9jNSq214dsD3@V&ZQV!^d_ZVNSlp88>10CgtrS&wB9`lNG={; z2aruY!XgXf1y)z7Fi6PulECW`Oc>c5(W~rT4yiXKUm*LA$uxs19Nm=^2I(wHVjvcF zNcB)2&ghNPmSd0!!2xO3t$A}szMg1x=2qH2Q})*L+@PGT9r01UiN(6lr-zA}~TB_ItT4p6-HK*16gWW^jR5*_or z9rUg+p$fMh|M9PW1o7W*$y{ogNp~^ z)Pe;bOfSgb<(K+G!oWy@?AfPidnm*Uw*TIf0!iE`$jFCdHyO|41?L{`6a6Q(fBR&3 zlRBrZdAHz=B>#<>CmPZ#wgazF6F*w2tj-CxWOPF^F>M1fZ7~+#V}ZavLhrc@3AhwY z$!IT~ldg`lstsmGKiF!Aa&OA8nTlh3XZ;}zY2^~SE{(KoU^G+dwJBaG6jp?A9Ufs{ zy(%FjQ1%CmW|Bq0@mES^{#_1tp9()bo9w`|wErJ%zG>stId=MMs^0`h3Z%oaduJQp zW17-)Sg(-a#06R3juH)q>->APYvn{hQznw8|H}oa9o1%c>WfTdHt(s)>%e z3ywy34?ks$z{W+&&B@Ek{;C!E=gHMzODi1|y*Nuh|M z^cKS0c!C=(RBG|GpE{=zgXd@7IfzeGHcOQBLM^vHp63qtnvuSAf6mwnndXh{_I(AE z8rj~(7vnfVR8$n=zyZm|n|rhp(;nqyz>TY$37LmOG#$YCL*t`(f7Xr~BAe-LgrP(F zwi3oMwv8mTFkI|D$nGEsUBvy~|F$bp5p{Aj{TXQ1g5JCs@bRfeA`E#LG;28bES%lf zh#(28f?kh7YXD4|Y6#r1@X0*h>xPDATxIYeBSFWDQP#|1cBC_E}So?@dJAi&l%C`Uw9#hFY4u zJ}}l>gDL|xr5YypZ(AWf>k|?j8X@P~S(?D@q*#aNk0=jq9*48Ri+_r$`MTrzk zr_%N(f(ZS z_hCD?gKRO&rc3c}A)Ra!2<%r0`XnLoz!%-+p`jr=_*@jUN --agent [--location ] [--mlflow-port N]` | Create a project; write per-agent MCP config; print the launch one-liner | +| `dsagt list` | List all projects with agent, status, and path | +| `dsagt info [--json]` | Resolved config (with source per value) and a session/error summary | +| `dsagt mv ` | Move a project to a new location | +| `dsagt rm [-y] [--keep-files]` | Unregister a project and optionally delete its directory | + +## Session Lifecycle + +| Command | Description | +|---------|-------------| +| `dsagt mlflow ` | Start MLflow for a project and print OTel routing exports | +| `dsagt stop ` | Stop the MLflow daemon | +| `dsagt memory --project ` | Distill new traces from MLflow into episodic memory | + +## Setup + +| Command | Description | +|---------|-------------| +| `dsagt setup-kb [--collection ]` | Build the shared core knowledge base collections | +| `dsagt smoke-test [--agent claude\|goose\|codex\|opencode]` | End-to-end install verification | + +## Project Location + +The default project location is `~/dsagt-projects//`. Override with `--location`: + +```bash +dsagt init my-project --agent claude --location /data/runs # /data/runs/my-project/ +dsagt init my-project --agent claude --location . # ./my-project/ +``` + +## Server Commands + +These are launched automatically by `dsagt init` via the per-agent MCP config and are not typically run directly. + +| Command | Description | +|---------|-------------| +| `dsagt-registry-server` | Tool registry MCP server | +| `dsagt-knowledge-server` | Knowledge base MCP server | +| `dsagt-run` | Provenance-capturing tool execution wrapper | +| `dsagt-proxy` | LiteLLM proxy server (proxy mode only) | +| `dsagt-setup-kb` | Core knowledge base setup (called by `dsagt setup-kb`) | diff --git a/docs/developer.md b/docs/developer.md new file mode 100644 index 0000000..38cc778 --- /dev/null +++ b/docs/developer.md @@ -0,0 +1,47 @@ +# Developer Guide + +Material for contributors and users who are working beyond the default `dsagt init` → `dsagt mlflow` → agent flow. + +## Tests + +```bash +uv run python -m pytest -m "not integration" # unit tests, no creds required +uv run python -m pytest -m integration -v # integration tests (require .env) +``` + +Integration tests read endpoint and key values from `.env` at the repo root. Copy `.env.example` to `.env` and fill in your values. + +For per-flow hand-tests (CLI, proxy mode, VS Code extensions), see the scripts under [`tests/smoke_test/manual_runs/`](https://github.com/AI-ModCon/dsagt/tree/main/tests/smoke_test/manual_runs/). + +## Proxy Mode + +`dsagt init` followed by `dsagt start --enable-proxy` spawns a LiteLLM proxy in front of your agent's LLM calls. This adds: + +- Full LLM-call traces (request bodies, tool-use blocks, response payloads) in MLflow for agents whose native OTel does not emit those payloads (codex, opencode). +- Cache-breakpoint injection on outgoing requests (Anthropic prompt caching). +- Sidechannel detection for agent-internal title-generator / session-namer calls. +- Model-name aliasing — useful when an agent CLI hardcodes a model whitelist incompatible with your gateway's served names (cline, roo). + +Proxy mode reads upstream LLM credentials from `.env` or the shell. See [`tests/smoke_test/manual_runs/proxy_walkthrough.md`](https://github.com/AI-ModCon/dsagt/blob/main/tests/smoke_test/manual_runs/proxy_walkthrough.md) for the full setup walkthrough. + +## Troubleshooting + +**Agent command not found.** The agent CLI is not installed or is not on PATH. See the [supported agents table](index.md#supported-agents). + +**MCP servers not connecting.** Verify uv resolves the server commands: + +```bash +uv run which dsagt-registry-server +uv run which dsagt-knowledge-server +``` + +If missing, reinstall: `uv sync --reinstall`. + +**MLflow UI empty.** Confirm MLflow is running for the right project: + +```bash +dsagt info # shows the pinned port +curl http://localhost: +``` + +**Claude keychain conflict.** If `claude` will not authenticate against a non-default gateway, run `claude /logout` to clear the macOS Keychain OAuth token, then re-export `ANTHROPIC_BASE_URL` / `ANTHROPIC_API_KEY` and re-launch. diff --git a/docs/index.md b/docs/index.md new file mode 100644 index 0000000..ff5eaa6 --- /dev/null +++ b/docs/index.md @@ -0,0 +1,44 @@ +# DSAgt + +**D**ata**S**mith **Ag**en**t** — AI-assisted data pipeline builder. + +DSAgt connects an MCP-compatible AI coding agent to tool registration, a semantic knowledge base, execution provenance, and observability infrastructure. It provides data-pipeline scaffolding around your existing agent CLI or VS Code extension (Claude Code, Goose, Codex, and others). + +## Supported Agents + +| Agent | Install | Verify | +|-------|---------|--------| +| [Claude Code](https://github.com/anthropics/claude-code) | `npm i -g @anthropic-ai/claude-code` | `claude --version` | +| [Goose](https://github.com/block/goose) | See [Goose docs](https://github.com/block/goose#installation) | `goose --version` | +| [Codex](https://github.com/openai/codex) | `npm i -g @openai/codex` | `codex --version` | +| [opencode](https://github.com/sst/opencode) | See [opencode docs](https://opencode.ai/docs/) | `opencode --version` | +| [Roo Code](https://github.com/RooCodeInc/Roo-Code) | `npm i -g @roo-code/cli` | `roo --version` | +| [Cline](https://github.com/cline/cline) | `npm i -g cline` | `cline --version` | + +## Prerequisites + +- Python 3.12–3.13 +- [uv](https://github.com/astral-sh/uv) +- One of the supported agent platforms above, installed and authenticated against your LLM provider + +## Installation + +```bash +git clone https://github.com/AI-ModCon/dsagt.git +cd dsagt +uv sync +source .venv/bin/activate +``` + +## Key Capabilities + +| Layer | What it does | +|-------|-------------| +| **Tool Registry** | Register CLI tools as markdown specs; the agent discovers and runs them via `search_registry` | +| **Knowledge Base** | Semantic search over indexed document collections (ChromaDB + FAISS) | +| **Provenance** | `dsagt-run` wrapper records every tool execution to `trace_archive/` and MLflow | +| **Explicit Memory** | User-confirmed facts persisted to YAML and the knowledge base | +| **Episodic Memory** | Session distillation via outlier detection over MLflow traces | +| **Observability** | Full OTLP tracing to a local MLflow instance | + +See the [Quick Start](quickstart.md) to try all of these in a single session. diff --git a/docs/knowledge-base.md b/docs/knowledge-base.md new file mode 100644 index 0000000..3370677 --- /dev/null +++ b/docs/knowledge-base.md @@ -0,0 +1,40 @@ +# Knowledge Base + +DSAgt maintains six independently-partitioned ChromaDB collections. The first three are global (under `~/.dsagt/kb_index/`, populated by `dsagt setup-kb`); the last three are per-project (under `/kb_index/`, populated automatically during use). + +## Collections + +| Collection | Source | Populated by | +|---|---|---| +| **Tool Specs** | Bundled CLI tool specs in `src/dsagt/tools/` | `dsagt setup-kb` | +| **Skills** | Bundled skill workflows in `src/dsagt/skills/` | `dsagt setup-kb` | +| **Domain Knowledge** | NeMo Curator + AIDRIN reference corpora; user-ingested docs | `dsagt setup-kb` + agent's `kb_ingest` | +| **Explicit Memory** | User-confirmed facts | Agent's `kb_remember` (also written to `/explicit_memories.yaml`) | +| **Episodic Memory** | Distilled facts from MLflow traces | `dsagt memory --project ` | +| **Tool Use Records** | `dsagt-run` execution traces | `dsagt-run` wrapper writes JSON to `/trace_archive/`; indexed by `dsagt memory` | + +## Explicit Memory + +Explicit memories are facts the user confirms during a session. The agent saves them via `kb_remember`, which writes to both the ChromaDB collection and `/explicit_memories.yaml`. The agent fetches them via `kb_get_memories` on demand (typically when you ask it to recall something) — they are not auto-loaded at session start. + +## Episodic Memory + +`dsagt memory --project ` distills new traces from the project's MLflow store into episodic memory using per-category outlier detection over embedding centroids. Run this after each session to accumulate cross-session memory. + +## Search + +The agent searches all collections via `kb_search` (knowledge MCP server) and writes via `kb_ingest` / `kb_remember`. Tool Specs and Skills are queried through specialized routes (`search_registry`, `search_skills`) over the same backend. + +Hybrid search (dense embeddings + sparse BM25 via Reciprocal Rank Fusion) is on by default per collection route. Cross-encoder reranking is optional. + +## Setup + +```bash +dsagt setup-kb # all global collections (local embedder) +dsagt setup-kb --collection nemo_curator +dsagt setup-kb --embedding-backend api \ + --embedding-base-url \ + --embedding-api-key +``` + +The Tool Specs and Skills collections are wiped and rebuilt on every `setup-kb` run — re-run after upgrading DSAgt to pick up new bundled assets. diff --git a/docs/mcp-servers.md b/docs/mcp-servers.md new file mode 100644 index 0000000..ee999cc --- /dev/null +++ b/docs/mcp-servers.md @@ -0,0 +1,38 @@ +# MCP Servers + +DSAgt exposes its capabilities through two MCP servers. Both are launched automatically by `dsagt init` and configured in the per-agent runtime file (`.mcp.json` for Claude Code, `goose.yaml` for Goose, etc.). + +## Registry Server + +**Command:** `dsagt-registry-server` + +Handles tool registration, dependency installation, and tool discovery. + +| Tool | Description | +|------|-------------| +| `search_registry` | Semantic search over registered tool specs | +| `save_tool_spec` | Register a new CLI tool as a markdown file with YAML frontmatter | +| `install_dependencies` | Install tool dependencies via `uv run --with` | +| `reconstruct_pipeline` | Render the trace archive as a bash script or Snakemake workflow | + +Tools are markdown files with YAML frontmatter under `/tools/`. Executables are wrapped with `dsagt-run` for provenance and `uv run --with` for Python dependencies. + +## Knowledge Server + +**Command:** `dsagt-knowledge-server` + +Semantic search and ingestion over indexed document collections. + +| Tool | Description | +|------|-------------| +| `kb_search` | Search across one or more knowledge collections | +| `kb_ingest` | Index a file or directory into a named collection (runs in background for large corpora) | +| `kb_remember` | Save a user-confirmed fact to explicit memory | +| `kb_get_memories` | Retrieve explicit memories for the current project | +| `search_skills` | Discover agent skill workflows | + +### Backend + +The default embedding backend is local (`sentence-transformers`, CPU-only, no API key needed). Switch to `embedding.backend: api` in `dsagt_config.yaml` to route through a hosted embedder via LiteLLM. Cross-encoder reranking is available via `knowledge.rerank: true`. + +Hybrid search (dense + sparse BM25) is on by default and controlled per-route via the `hybrid` flag. diff --git a/docs/observability.md b/docs/observability.md new file mode 100644 index 0000000..3344a9a --- /dev/null +++ b/docs/observability.md @@ -0,0 +1,45 @@ +# Observability + +DSAgt provides end-to-end trace visibility through a local MLflow instance. All internal layers emit OTLP HTTP spans to MLflow's `/v1/traces` endpoint. + +## Starting MLflow + +```bash +dsagt mlflow +``` + +Prints the MLflow UI URL and the `export` block for routing agent OTel output. The port is pinned at `dsagt init` time and listed by `dsagt info `. + +## Trace Coverage + +| Source | Span type | Contents | +|--------|-----------|----------| +| Knowledge base | `kb.search`, `kb.embed`, `kb.index_search`, `kb.rerank` | Per-phase timing trees | +| Tool executions | `tool.execute` | Exit code, duration, file counts, truncated stderr. Full payload in `trace_archive/.json` | +| Registry events | `save_tool_spec`, `install_dependencies`, `reconstruct_pipeline` | Span metadata | +| Native agent OTel | LLM call spans | Coverage varies by agent (see below) | + +### Agent OTel Coverage + +Export the variables printed by `dsagt mlflow` before launching your agent: + +| Agent | Coverage | +|-------|----------| +| claude | Full request/response payloads | +| goose | Full request/response payloads | +| codex | Token counts and tool names | +| opencode | None natively | + +Every span carries the project's `session.id` for filtering in the MLflow trace view. + +## Provenance and Reconstruction + +Tool execution records on disk (`trace_archive/.json`) provide the canonical provenance chain. The agent calls `reconstruct_pipeline` to render the archive as a reproducible bash script or Snakemake workflow. + +## Stopping MLflow + +```bash +dsagt stop +``` + +Releases the port and stops the gunicorn workers. The PID is stored in `/.runtime`. diff --git a/docs/quickstart.md b/docs/quickstart.md new file mode 100644 index 0000000..e1cec67 --- /dev/null +++ b/docs/quickstart.md @@ -0,0 +1,96 @@ +# Quick Start + +This guide walks through knowledge ingest, tool registration, provenance, and explicit memory using the mock project in [`tests/smoke_test/`](https://github.com/AI-ModCon/dsagt/tree/main/tests/smoke_test/). The examples use `claude`; substitute another agent (`goose`, `codex`, `opencode`) if you prefer — the prompts are agent-agnostic. + +## Setup + +```bash +# Install +git clone https://github.com/AI-ModCon/dsagt.git +cd dsagt +uv sync +source .venv/bin/activate + +# Set a convenience variable for the smoke test directory (not a normal dsagt step) +export SMOKE_DIR="$(pwd)/tests/smoke_test" + +# 1. Create a new project called quickstart +dsagt init quickstart --agent claude + +# 2. Start MLflow in the background and print the OTel routing exports +dsagt mlflow quickstart + +# 3. Paste the export block from step 2 into this shell, then launch the agent +cd ~/dsagt-projects/quickstart && claude +``` + +## Agent Prompts + +Inside the agent, paste these prompts one at a time. Replace `$SMOKE_DIR` with the absolute path you exported — the chat does not expand shell variables. + +1. > Ingest the docs in `$SMOKE_DIR/knowledge/` into a collection named `knowledge`. +2. > Register the csvkit CLI tools `csvcut`, `csvgrep`, `csvstat`, and `csvlook`. +3. > Use the `scan_directory` tool from the registry to scan `$SMOKE_DIR/data/`. +4. > Summarize `samples.csv` — columns, row count, quality issues using csvkit tools from the registry. +5. > Put this in explicit memory: samples.csv has null values in the status and timestamp columns. +6. > Tell me what you remember about the samples dataset. + +## Teardown + +After exiting the agent, distill the session into episodic memory and stop the MLflow daemon: + +```bash +# Distill traces into episodic memory +dsagt memory --project quickstart + +# Stop the MLflow daemon +dsagt stop quickstart +``` + +## What Was Exercised + +| Prompt | DSAgt layer | +|--------|-------------| +| 1 | Knowledge MCP server (`kb_ingest`) — chunks and indexes docs into ChromaDB | +| 2 | Registry MCP server (`save_tool_spec`) — writes `tools/csvcut.md`, etc. | +| 3 | `dsagt-run` provenance wrapper — records exec layer to `trace_archive/` | +| 4 | KB recall via `kb_search` and registered tool execution | +| 5–6 | Explicit memory (`kb_remember` → `explicit_memories.yaml`) + `kb_get_memories` | + +## Verify the Artifacts + +```bash +dsagt info quickstart +ls ~/dsagt-projects/quickstart/{tools,trace_archive} +cat ~/dsagt-projects/quickstart/explicit_memories.yaml +``` + +The MLflow UI URL is printed by `dsagt mlflow quickstart`. + +## Non-Interactive Smoke Test + +The same flow runs non-interactively and asserts each artifact is present: + +```bash +dsagt smoke-test --agent claude +``` + +## First-Time Knowledge Base Setup + +`dsagt setup-kb` builds shared ChromaDB collections under `~/.dsagt/kb_index/` that every project on this machine reuses. Run this once after installation. + +```bash +dsagt setup-kb # all collections (local embedder, no creds) +dsagt setup-kb --collection nemo_curator +dsagt setup-kb --embedding-backend api --embedding-base-url ... --embedding-api-key ... +``` + +Three collections are populated: + +- **Tool Specs** — DSAgt's bundled tool specs from `src/dsagt/tools/`, tagged `source: bundled`. +- **Skills** — DSAgt's bundled skill workflows from `src/dsagt/skills/`. +- **Domain Knowledge** — NeMo Curator and AI Data Readiness Inspector reference corpora. + +The Tool Specs and Skills collections are wiped and rebuilt on every run, so re-run `setup-kb` after upgrading DSAgt. + +The default embedder is a local sentence-transformers model (~130 MB, CPU-only, no API key). Pass `--embedding-backend api` to route through a hosted embedder via LiteLLM. diff --git a/docs/tools-skills.md b/docs/tools-skills.md new file mode 100644 index 0000000..6c057bd --- /dev/null +++ b/docs/tools-skills.md @@ -0,0 +1,43 @@ +# Tools and Skills + +## Tools + +Tools are CLI executables defined as markdown files with YAML frontmatter under `/tools/`. The agent registers new tools via the registry MCP server's `save_tool_spec` tool. + +A tool spec includes: + +- A YAML frontmatter block describing the command, arguments, dependencies, and tags. +- A markdown body with usage examples and notes for the agent. + +Example tool spec structure: + +```markdown +--- +name: csvstat +command: csvstat +dependencies: [] +tags: [csv, statistics] +--- + +Prints descriptive statistics for all columns in a CSV file. + +Usage: csvstat [options] [FILE] +``` + +The registry server wraps every registered tool with `dsagt-run` for provenance capture and `uv run --with` for Python dependencies, so the agent can call any tool without managing environments manually. + +### Bundled Tools + +DSAgt ships a `scan_directory` tool in `src/dsagt/tools/` that is indexed into the global Tool Specs collection by `dsagt setup-kb`. + +## Skills + +Skills are instruction-based agent workflows in `/skills/`. Each skill is a directory containing a `SKILL.md` file and optional reference documents. The agent discovers skills via `search_skills`. + +### Bundled Skills + +DSAgt ships a `datacard-generator` skill in `src/dsagt/skills/` with reference templates for generating dataset documentation. It is indexed into the global Skills collection by `dsagt setup-kb`. + +### Adding Skills + +Place a new directory under `/skills/` with a `SKILL.md` describing the workflow. The knowledge server indexes it automatically on next startup, or trigger a re-index via `kb_ingest`. diff --git a/docs/use-cases/cryoem.md b/docs/use-cases/cryoem.md new file mode 100644 index 0000000..f07226e --- /dev/null +++ b/docs/use-cases/cryoem.md @@ -0,0 +1,15 @@ +# Cryo-EM + +**Domain:** Structural biology — cryo-electron microscopy + +**Dataset:** EMPIAR-10017 β-galactosidase micrographs via CryoPPP + +**Source:** [`use_cases/cryoem/`](https://github.com/AI-ModCon/dsagt/tree/main/use_cases/cryoem/) + +## Overview + +This use case demonstrates DSAgt-assisted curation of cryo-EM data from the EMPIAR public archive. The agent registers curation tools, ingests domain knowledge about cryo-EM data quality, and builds a pipeline for micrograph preprocessing. + +## Guides + +- [Cryo-EM Demo](https://github.com/AI-ModCon/dsagt/blob/main/use_cases/cryoem/cryoem_demo.md) — full walkthrough diff --git a/docs/use-cases/index.md b/docs/use-cases/index.md new file mode 100644 index 0000000..76876f1 --- /dev/null +++ b/docs/use-cases/index.md @@ -0,0 +1,9 @@ +# Use Cases + +End-to-end walkthroughs for representative scientific domains live in [`use_cases/`](https://github.com/AI-ModCon/dsagt/tree/main/use_cases/). Each covers data acquisition, tool registration, pipeline construction, and agent-driven execution against a real dataset. + +| Use case | Domain | Guide | +|----------|--------|-------| +| [Microbial Isolates](microbial-isolates.md) | Genomics — short-read QC and assembly with `fastp` and `megahit` | `use_cases/microbial_isolates/` | +| [Cryo-EM](cryoem.md) | Structural biology — EMPIAR-10017 β-galactosidase micrographs via CryoPPP | `use_cases/cryoem/` | +| [VASP / ISAAC](vasp.md) | Materials science — DFT input/output handling with VASP | `use_cases/isaac_vasp/` | diff --git a/docs/use-cases/microbial-isolates.md b/docs/use-cases/microbial-isolates.md new file mode 100644 index 0000000..b6757dc --- /dev/null +++ b/docs/use-cases/microbial-isolates.md @@ -0,0 +1,17 @@ +# Microbial Isolates + +**Domain:** Genomics — short-read QC and assembly + +**Tools:** `fastp`, `megahit` + +**Source:** [`use_cases/microbial_isolates/`](https://github.com/AI-ModCon/dsagt/tree/main/use_cases/microbial_isolates/) + +## Overview + +This use case walks through processing microbial isolate short-read sequencing data using DSAgt. The agent registers `fastp` for quality control and `megahit` for assembly, then builds and executes a pipeline against a real isolate dataset. + +## Guides + +- [Isolate Demo](https://github.com/AI-ModCon/dsagt/blob/main/use_cases/microbial_isolates/isolate_demo.md) — step-by-step walkthrough +- [Genomics Background](https://github.com/AI-ModCon/dsagt/blob/main/use_cases/microbial_isolates/genomics.md) — domain context +- [fastp + megahit Best Practices](https://github.com/AI-ModCon/dsagt/blob/main/use_cases/microbial_isolates/fastp_megahit_best_practices.md) — parameter guidance diff --git a/docs/use-cases/vasp.md b/docs/use-cases/vasp.md new file mode 100644 index 0000000..9f4ce28 --- /dev/null +++ b/docs/use-cases/vasp.md @@ -0,0 +1,15 @@ +# VASP / ISAAC + +**Domain:** Materials science — density functional theory + +**Tools:** VASP, ISAAC + +**Source:** [`use_cases/isaac_vasp/`](https://github.com/AI-ModCon/dsagt/tree/main/use_cases/isaac_vasp/) + +## Overview + +This use case covers DFT input/output handling with VASP using DSAgt and the ISAAC workflow system. The agent registers VASP pre/post-processing tools and transfers NEB calculation results into the ISAAC database. + +## Guides + +- [VASP / ISAAC README](https://github.com/AI-ModCon/dsagt/blob/main/use_cases/isaac_vasp/README.md) — setup and walkthrough diff --git a/mkdocs.yml b/mkdocs.yml new file mode 100644 index 0000000..5fd83a0 --- /dev/null +++ b/mkdocs.yml @@ -0,0 +1,61 @@ +site_name: DSAgt +site_description: DataSmith Agent — AI-assisted data pipeline builder +site_url: https://ai-modcon.github.io/dsagt +repo_url: https://github.com/AI-ModCon/dsagt +repo_name: AI-ModCon/dsagt +edit_uri: edit/main/docs/ + +theme: + name: material + palette: + - media: "(prefers-color-scheme: light)" + scheme: default + primary: indigo + accent: indigo + toggle: + icon: material/brightness-7 + name: Switch to dark mode + - media: "(prefers-color-scheme: dark)" + scheme: slate + primary: indigo + accent: indigo + toggle: + icon: material/brightness-4 + name: Switch to light mode + features: + - navigation.tabs + - navigation.sections + - navigation.top + - search.highlight + - search.suggest + - content.code.copy + - content.code.annotate + +markdown_extensions: + - admonition + - pymdownx.details + - pymdownx.superfences + - pymdownx.highlight: + anchor_linenums: true + - pymdownx.inlinehilite + - pymdownx.tabbed: + alternate_style: true + - tables + - toc: + permalink: true + +nav: + - Home: index.md + - Quick Start: quickstart.md + - Architecture: architecture.md + - MCP Servers: mcp-servers.md + - Knowledge Base: knowledge-base.md + - Tools & Skills: tools-skills.md + - Observability: observability.md + - CLI Reference: cli.md + - Use Cases: + - Overview: use-cases/index.md + - Microbial Isolates: use-cases/microbial-isolates.md + - Cryo-EM: use-cases/cryoem.md + - VASP / ISAAC: use-cases/vasp.md + - Developer Guide: developer.md diff --git a/pyproject.toml b/pyproject.toml index dfd4336..bcd0c77 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -70,6 +70,9 @@ dev = [ "black>=24.0", "ruff>=0.5.0", ] +docs = [ + "mkdocs-material>=9.5", +] [build-system] requires = ["setuptools>=61.0", "wheel"] From f20c1be4c7f15c3b6860f4a06be93e7d687b9d67 Mon Sep 17 00:00:00 2001 From: Andrew Tritt Date: Tue, 16 Jun 2026 15:30:09 -0700 Subject: [PATCH 2/2] Set up Github Pages CI --- .github/workflows/docs.yml | 32 ++++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 .github/workflows/docs.yml diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml new file mode 100644 index 0000000..0cae487 --- /dev/null +++ b/.github/workflows/docs.yml @@ -0,0 +1,32 @@ +name: Documentation + +on: + push: + branches: [main] + pull_request: + branches: [main] + workflow_dispatch: + +jobs: + docs: + runs-on: ubuntu-latest + permissions: + contents: write + steps: + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + + - uses: actions/setup-python@v5 + with: + python-version: "3.12" + + - name: Install docs dependencies + run: pip install mkdocs-material + + - name: Build docs + run: mkdocs build --strict + + - name: Deploy to GitHub Pages + if: github.ref == 'refs/heads/main' && github.event_name != 'pull_request' + run: mkdocs gh-deploy --force