From 003de9ce1068510da3f43ca3b20436300fa24ef4 Mon Sep 17 00:00:00 2001 From: Raphael Titsworth-Morin Date: Wed, 18 Jun 2025 17:27:05 +0200 Subject: [PATCH 1/2] docs: add CrewAI RAG starter kit sample with architecture diagram --- blog/2025-06-16-crew-ai-sample.md | 92 +++++++++++++++++++++++++++++ static/img/crew-ai-sample/arch.png | Bin 0 -> 264401 bytes 2 files changed, 92 insertions(+) create mode 100644 blog/2025-06-16-crew-ai-sample.md create mode 100644 static/img/crew-ai-sample/arch.png diff --git a/blog/2025-06-16-crew-ai-sample.md b/blog/2025-06-16-crew-ai-sample.md new file mode 100644 index 000000000..2a1beb92b --- /dev/null +++ b/blog/2025-06-16-crew-ai-sample.md @@ -0,0 +1,92 @@ +--- +title: "Sample: Starter Kit for RAG + Agents with CrewAI" +description: "Going over our sample for RAG + Agents with CrewAI" +slug: rag-agents-crewai-sample +tags: [Cloud, NoDevOps, Docker Compose, Defang, Sample] +author: Defang Team +--- + +## Why Build a Starter Kit for RAG + Agents? + +Let’s be honest: every developer who’s played with LLMs gets that rush of “wow” from the first working demo. But the real headaches show up when you need to stitch LLMs into something production-grade—something that can pull in real data, coordinate multi-step logic, and more. Suddenly, you’re not just writing prompts. You’re managing queues, adding vector databases, orchestrating workers, and trying to get things back to the user in real-time. + +If this sounds familiar (or if you're dreading the prospect of dealing with it), you’re the target audience for this sample. Instead of slogging through weeks of configuration, and permissions hell, you get a ready-made template that runs on your laptop, then scales—unchanged—to Defang’s Playground, and finally to your own AWS or GCP account. All the gnarly infra is abstracted, so you can focus on getting as much value as possible out of that magical combo of CrewAI and Django. + +:::info[Just want the sample?] +You can [find it here](https://github.com/DefangSamples/sample-crew-django-redis-postgres-template). +::: + +## A Demo in 60 Seconds + +Imagine you're building a system. It might use multiple LLM calls. It might do complex, branching logic in its prompts. It might need to store embeddings to retrieve things in the future, either to pull them into a prompt, or to return them outright. It might need to store other records that don't have embeddings. Here's a very lightweight version of a system like that, as a starting point: + + + +## Architecture at a Glance + +Behind the scenes, the workflow is clean but powerful. The browser connects via WebSocket to Django Channels. Heavy work is pushed to a Celery worker. That worker generates an embedding, checks Postgres with pgvector for a match, and either returns the summary or, if there’s no hit, fires up a CrewAI agent to generate one. Every update streams back through Redis and Django Channels so users get progress in real time. + +Architecture + +Durable state lives in Postgres and Redis. Model services (LLMs and embeddings) are fully swappable, so you can upgrade to different models in the cloud or localize with the Docker Model Runner without rewriting the full stack. + +## Under the Hood: The Services + +### Django + Channels + +The Django app is the front door, routing HTTP and WebSocket traffic, serving up the admin, and delivering static content. It’s built on Daphne and Django Channels, with Redis as the channel layer for real-time group events. Django’s admin is your friend here: to start you can check what summaries exist, but if you start building out your own app, it'll make it a breeze to debug and manage your system. + +### PostgreSQL + pgvector + +This is where your data lives. Summaries and their 1024-dimension embeddings go here. A simple SQL query checks for close matches by cosine distance, and pgvector’s index keeps search blazing fast. In BYOC (bring-your-own-cloud) mode, flip a single flag and Defang provisions you a production-grade RDS instance. + +### Redis + +Redis is doing triple duty: as the message broker and result backend for Celery, and as the channel layer for real-time WebSocket updates. The pub/sub system lets a single worker update all browser tabs listening to the same group. And if you want to scale up, swap a flag and Defang will run managed ElastiCache in production. No code change required. + +### Celery Worker + +The Celery worker is where the magic happens. It takes requests off the queue, generates embeddings, checks for similar summaries, and—if necessary—invokes a CrewAI agent to get a new summary. It then persists summaries and pushes progress updates back to the user. + +### LLM and Embedding Services + +Thanks to Docker Model Runner, the LLM and embedding services run as containerized, OpenAI-compatible HTTP endpoints. Want to switch to a different model? Change a single line in your compose file. Environment variables like `LLM_URL` and `EMBEDDING_MODEL` are injected for you—no secret sharing or hard-coding required. + +### CrewAI Workflows + +With CrewAI, your agent logic is declarative and pluggable. This sample keeps it simple—a single summarization agent—but you can add classification, tool-calling, or chain-of-thought logic without rewriting your task runner. + +## How the Compose Files Work + +In local dev, your `compose.local.yaml` spins up Gemma and Mixedbread models, running fully locally and with no cloud credentials or API keys required. URLs for service-to-service communication are injected at runtime. When you’re ready to deploy, swap in the main `compose.yaml` which adds Defang’s `x-defang-llm`, `x-defang-redis`, and `x-defang-postgres` flags. Now, Defang maps your Compose intent to real infrastructure—managed model endpoints, Redis, and Postgres—on cloud providers like AWS or GCP. It handles all networking, secrets, and service discovery for you. There’s no YAML rewriting or “dev vs prod” drift. + +## The Three-Step Deployment Journey + +You can run everything on your laptop with a single `docker compose -f ./compose.local.yaml up` command—no cloud dependencies, fast iteration, and no risk of cloud charges. When you’re ready for the next step, use `defang compose up` to push to the Defang Playground. This free hosted sandbox is perfect for trying defang, demos, or prototyping. It automatically adds TLS to your endpoints and sleeps after a week. For production, use your own AWS or GCP account. `DEFANG_PROVIDER=aws defang compose up` maps each service to a managed equivalent (ECS, RDS, ElastiCache, Bedrock models), wires up secrets, networking, etc. Your infra. Your data. + +## Some Best Practices and Design Choices + +This sample uses vector similarity to try and fetch summaries that are semantically similar to the input. For more robust results, you might want to embed the original input. You can also thinkg about chunking up longer content for finer-grained matches that you can integrate in your CrewAI workflows. Real-time progress via Django Channels beats HTTP polling, especially for LLM tasks that can take a while. The app service is stateless, which means you can scale it horizontally just by adding more containers which is easy to specify in your compose file. + +## Going Further: Extending the Sample + +You’re not limited to a single summarization agent. CrewAI makes it trivial to add multi-agent flows (classification, tool use, knowledge retrieval). For big docs, chunk-level embeddings allow granular retrieval. You can wire in tool-calling to connect with external APIs or databases. You can integrate more deeply with Django's ORM and the PGVector tooling that we demo'd in the sample to build more complex agents that actually use RAG. + +## Ready to Build? + +With this sample, you’ve got an agent-ready, RAG-ready backend that runs anywhere, with no stacks of YAML or vendor lock-in. Fork it, extend it, productionize it: scale up, add more agents, or swap in different models, or more models! + +Quickstart: + +```shell +# Local +docker compose -f compose.local.yaml up --build +# Playground +defang compose up +# BYOC +# Setup credentials and then swap with aws or gcp +DEFANG_PROVIDER= defang compose up +``` + +Want more? File an [issue](https://github.com/DefangLabs/samples/issues) to request a sample—we'll do everything we can to help you deploy better and faster! + diff --git a/static/img/crew-ai-sample/arch.png b/static/img/crew-ai-sample/arch.png new file mode 100644 index 0000000000000000000000000000000000000000..cd2d0592fa958afebb479c384973490541ad8b9e GIT binary patch literal 264401 zcmeGEWmr{f_cn~nq8kBWNuwf2BS=UsMCnGlLFraHmy}8xgi;F;K{}-y0VPF3x}>`s z-fOb=zMuX4_U3+`5C8vhydPe_?6p~Q&3RoT&N0S0#x-B4C`l9IQQ=*>bcs+_=Dymc zOE~aLm#}7Wu)tp^j$f^U|DZillfHK;x07b!(j|sVviBt(x*IN!;+7?7n24W}A<$Hd zG1H3gO;CI%4!TdyQ%@+P{j$}ZQ3dC%^`k4RnAf@sqaW0%kUb_-yH9|5EfiDYOFoO` zH53A&T2SwAe7S()K?>&TnIG2NU0%1@&fU%tw}XVaZ`a2>#GB^2 z_<(YLjx;F=L8+4^_jq~l8|t> z)-hOJgKn~|iRz=SUh!SGFBvnhUiy-B!{N2taE!Un&fWj49J6(pLBGE!oPoT^^AO6Itc_UF zCa?FmK44zPAn^3e{G0&E?2to+h_F3TSOAA)TW@^h0<%YKV3@X|Xhh&NH0^i%{Uvfk zwC11%_@N=69Y+?>kwVf&vg4Akd=6p{5C3xh|7ftUr0Wy115r(D#Ecf0nla@-WR<(QnUOk`Z7Gg!8p-W@Evybnb?hL<2ow zUYU2vN73AfwY9XKQkQ@*g$)@8IZno+9o93EQ za>78ckQ9CKMrw==7aT(=+U<_=XPC$f`LlqOhb8T>A@rP&MdUrh z@BKUEKo58%fl5S43`s(Q5}Yo61qq78lHW#xfTBq}b7qC=)msZT5>}Qv+0@XBb|eYo zvCOw!n95&HDX=h)Fp#t9M$|D#GADcjM#_)}GwaYL3BbgsFX z{f}b*cV|a><2Ior*gImBWz1T^jg00#jDaf{p1^qcx-CBkz}cTOalY%eq^^I~PFRjb zc2OK;4AhKOdcG$=h5pWp1%_n>$Fu{NBG53KbxBi1Z0fansc|UC*FXMvd_nk&;zd4| zj}08AY`3ehy{Bu=3*crDH$xb*wr6$PZM1LI-OV~|xqW6;;`pC%;~VrzU2rGxSaqbP zIj@W)*br(#W#~LIzb3aN=Va;90u*L*@ zK0L~|WNzVxlonUW_;M5!fiKe zjP~>?WI_MF7!{6g_DA`SlMN)Xs8x&0-1F&Q%zz1?P_P{sMgu0M=+&q37yZ~$)_Aao z$>j70FO@xYBPP$I?yhUb-O6??0O5c}@8VLn-}N$q$Mudk8K8wo#s1;6|6B?3Ej}Oq z)wlHX%US{en3z@|H)Y8{tn}c_h(87K5tr9IOlcICl6?FA54#ICf;+#U z*u516+{P+U@QFl1J*rS4S%~~o2aUp$*y8YuB*VaM58JZn!fB(+tf^JASE!8vtAdwK zx*3Dj|JFi{ZDP-e+wMHWZooVcrQ8m?=sq%1421GbIPe?1G1gFuiNr&C@{%{DT@J)g zxcTo2g|6zvZ1(z$ffmr&(wPKZr6P^`(Szgkv;0Zc02Wo82vhs}qNwZtRK#C@L4?Al z%O3(P3=Me13(4D3(Rixqg$8v@tW?H{$H;t`UTmr6=bVcT6GIMW#u3f^`1{*@N0T+W zRdQ}e(sP}d!gkELEQ|RXvWqB#k+SNf!e3rqe47WC;WiWjaPH?40fyvg0frfwZ-A&U zuf*|~Nof~8`X;kBy^LAV%NhQsyXT|iDikkrSCV-p<0^9=67G5Xk>&HN{Kzf&yd>=A zjg2?oa@#1aeVXNAxLB&!aKc*H0VF>VEZT+~%7-L_5FS^JBAzF@FsUckG!}s#$+Eog zX&T&GM)O>dSDO8iX_sH$(WL%M)*Ha7HZXJ(t0%(r z-keElir9(X{GWm2KbT#0)A8t;hslp;=-wLEGN1k@S?$Pk;B=HNi4XZ^IpB7ib3#NBAbtYxe_Jmf9=vG~ z-?WwCg(+6R4e~x<Oyn%63Dfb86r zSa$zj!Z*|~2t+xk6Yww<6=VSn%bbg4UN&X;qV3j|;o-o;*lGiyn~X=XkbnOB?|ZIu`|XB-p(Bu2dCdcvA7Hgz zCtrWmeNjS(V9)?%=VvOS@N@42qW||NLOWwf1eY$*Q071xh6(0PC7Nni+jjfjGkj7Y5xQw~EJ>=r=>w8greq2>c8!N2>upGl$TvVf*~BFR#?Dp zre&>mI4(f5#c|E=fZ5Tk+Xx{J}Ev^%&5dHU`Z>xihIC&`IJoPmLz9INulF)@KB-}D< zzbvmpn_*U==KdoL6y-Y--Bq~g2_!P92)jCCOG_34A|lt(-g6qwVBiDnT$pd6@6OX# z^F6<}ctIIO7kTa_Bpoged>coz1iGTT1{CQ>=DQb~EzY*Q@#*qalR-&&DIyE30N-!I zM34x=NI^JK`%n1%$A=y^0BK_dKW>9-$(2z2#@tKGK_x&K{;khz8f%~{c0 zfl7Xa1g14Qmc>X#6^it~u9oJQo`+D+n>n z7|^3XN`Z^-NTx7ee6cEcxDp0sROBV60#We-^#FJMW9^=p7z91S{JK&XUdkPSd~*J! z8Zh^$_bJ^Z|GHLa^>sk!=**b^cY1-cg!AQn)B-B3HcNf{ZzA|ZD7=4C>;JzN1Dwfm z#FZ?|m!FT1919z}GUh$Eh=|CD3kNHt3*;jGJCE=&Si zTXSJ1szV8U<`BmkB9fhN0AZ%q_g=Y3m<(<}I#{SO% z#rUniKl05p$lw0YZVWE{!{d8y{gsnvHY@(g+gJpYT*SMAh{%n`3n#a&bBX=GvaE?a z00b;x=caWJ81R)w)a46702vGfqC^Dwi%bwu7HhD?^?%CxufO~U$4kMb6)n8>joy+uJZ?2;C7r&QjNKHkB7Z4C&5UL2L zqoZ4`ptu5=3&I3E5s$a`E@0^Y-TfY^0I>uFeEJ5K-I@iqVkoUy`>#)f@Ja-%>9+~_ z4iel=2qYP;-w=xz7Gi(zc`?KT*$&bOjiL7PNd1vR`BsUN1hJKp~0L zykkLZCq|3+zop&s;Lb)p5t5KJ6~Rs3lMY@aSQ3b1gkeoft<^#6Pyq?*L;|GPf7ip` zV-!mQ(8FY~e#nLRN&p=Gk!3y~)S~f#K>rA5iT+=2+{2aMPu*-kJ^a3EOpbU!wOtGMKt^eOSEca#>aCj~T$En!qld(=4aDCVkiGydocj~vc&g9N<2Yq? zY5ogg_^y%P=G&%By12Lc1~2Z&J@~tjW!@oD*WP)YDfP`a`&Cn)nvK>eUt@?WRR56P z@tN=jA0BapLdajU0D`^voFdnYyMGp3jr@*D&@4I11ML@;3($cq020${3KkM5m9rgw6yom(hme+rCb6Z(UBERR~ALDADS?B9!g535G@s^W4AGeuy8~VQX zdBvOFZmv>IcYSEVNOvfkcKUjE=Yc^D1xfARQO)?MJ1+d`oQ1==$3uP~p`ZbA>&CDd zhWZu!*%;4N)BE*G{$efyhGmWtAC!L)oooL5NvJwl^th8xEywx`)RHJ=#&ME3;PSg7 zV`I^Qk37Dy18qSFYPQxhEJ6r$$U;)v4jNUV96tBmGE`xlQhz}9pB5n_SGPCv@kXB{ ziWj-*=3PV+w!&=OJ$Ue#3tHYh5|{+BiiRw(*aX~%N`$wxql)S~WZk|~UKcrtdV|(S z_`d|;Lqftnk6tKAGLL|Yw27k=OF^^%BBh&^=a}FCFu`*=Qxp8)w*)GdQV;l%+O_w0 zT^4crroM(sp9-J)e3!hnSJYSY(6hKgdB$~xF7J(5aiOyCv=-f->+aPo!Un9IuqeB~ zBo1mWJ*aGZ(b=wbKhMXWREGzqQ}*i$!AaBmoyruW|0{%be?nAKKV5mKdMYN!$H!MV?CvXVyDeJYx7HPY zk8q~5L|0ij_=}<;>W7f_RicbiMXs*V?`ykH=3L!;zPTL@bY4XZ`0eM`D+8&87Njvx zaV!KNNj*dj>)=~+ec9e@vsMa0lrG{t^)hMrij#ijZ+@59uB&oDJFqu=IHw}a80h-N z&b65zUz%^Yb|6n6J|(|z>vP|V=V-G1QZi^fetv1+fc4 zE5HmHwqW3P6Q=UBA);?+=YKccuOcZp{e25mwKi=}&RfF(;Q2A9zV3L=Y=kVHc@Or8 zb2Rp4x3p39{;;ieHHwtKTcV3~^TbNFKu{aGp#Cv|uLB8&3oOLs<7n&3u82tgR8VKdZ?JeO2F zrpF1-!ia6<-Ww4KKE$H>)bZ3zfT{6KmU%HLCkcCNU(}L<6y}hRJA-SH<@gFF!EH}x z8>qXz38HXRi)tS;P)RXo_p)iIio{aP7llX!n?%3|gXc0`^Om@f+CS=`M2a+QQyC=Q zOS6vKg(m+ry)4+eC%BjDX67@#V^B(eeFBa#L}@v5u9il)&H37cQ4&B=0ZXMcDhm$`Mu#~~QgKNPA7zD?r=dSg)at#_9a4BF4#xpHL zFh*e`%_*7MA4P?z_W#k4zmF2pt9S2w*v;M!@Sr!?z~+ks^UdlJWJcKHWUuW|T8%7d$HYdHkLFWCnql=_;ha zuuNb3VrRr)7{VGtZ7TEO4JrU7akTnicp6wk#9|@S<(IA$^A1TEx`b4}Pu2qbC6YR= zeIUxT8H)8{{_m9mauQ)s8QAjJNMOggetU~Z4JCcx-ovPlo>p)!TwbKP{G$@*3HLXg zSh!PXc*Mom%;PmNrsj&ZXFKhx0`=@fJ!)U|zKpk%!r$J+q5*NESsB$AC6PqWFh6q? zf0dwlZN&8v*uo<<;KgqmKm7pro!3Ui8cE%?e@lzIt%~~b0GBf3NDznUoVoL%oHrK= z+*GeE_yNQ8p|7|{m!FuAL|HN_zY0#w-Sct#gMNE<4Z(m7%LyddJa$Wo9oPn(%R2rC zeCX!sfYp=`IlWrSxn{vj6AC%&Awzc?*EJu@8cBdA;DIkh#22FAN#|WWKve=vF=pLp zCwyX0J@UQd<1f&J8cBlLxnz&o`n1JXHV;yK2*>@XkBY9v_c)2~Zd>vMB!c+Hok(zR zE5OOf3_rId29NP%2GF!-+m|4U^rU3kJpL%TDH7ULL zT_XKfyU#=-GQ}=uaCOfoNzL?oc>Al>)j9lwW10W#AIc#*qv0WixoD8VA1Wb*tzHD( z7IdYACt>Q(g^`5}-Eyr6V?O-r@4Tsf#udjNhGX<_fM~swZS9d=~Axro2n#33#1BmKVI+-2dSFN8xU{=D`EQN52al(oy z9Ua*W+Y!T`ajBM?`y(HfL`6FyjU{+GgGBZU2Nju;=Qc$SQ;#&MGX&V=3!04_LOE29 zx)EtoV=xOC)>pBCog}dQ&tUm7eU6p{kg%_TCR9>>CZ9BHhg0VFifjlCVQensT6J(> z82BUZPw-|QAX*u?t`8cBw;OgRCRgJ=GC&Qg;Q~feWXXWWs@7k^K3Gi}EHlan0MBw{ z3LPX=cC;c&L2(>D%8We^nL1Q?JO{V}!QcZcsqY!0Xl5#$TE@gfR^fmFfPID7*jM%= z#6^_9{la#l5WL8OQ;OdUYd`=+y!A^!7!2J4;MO&&!X#kL%@68+(o8q3qOOw12|Af- zWNqCBJukyAP*s6^iW_!?^Eod?)8otS z`cb(&p*bEi(OL~TrDIe{ey0cdZJd>X8k#yxKH=>$p%F*zRgMQiPnN#$D+|QlzD?s} zV_vPJ7sJ)n^>p4R;3)&h-QYH#1FP7fW?2B41|=jpO0d1Eu#diw2$0|YK~T^mBdfBpYrpe=N!(g zNyZfnoHuA(^y1TR74mX}C488Yoz_`trztg#MM)Z5e0Z8|zl4Lkwj1fElMPKrC zddfl#Vg*W_cBg@*PE7VU-Q|g*=N@v5LDgZ%O*i>0*2q^#8Q($2w4PuuD1l@?;A z>(VugnOO}#r0GR_hC=9l1+!}o7q43R9KQD$rIl}(#BR?R=C1#-9j;Z%vFTH)Cvim9 znv6&twB6hk0C46vmrVy{B}Jg9c}IJfkQppU9qs1>ex^b+Br96m4ME0p%L#>rn{&w;a8CX4V z+Vb|7vTNe(K0f)oqm&#^VjKl3YzxvM3V5yHa zXa78HPc{&}a_C;Q<}&1ZbeW-B80k5_w6%HafE6&7C}4eVko+L@3}F-rfoI>o_Gd$J zaY4es@muSJ)oj^c-Ne$x{ht;@K~}s+UIFGKmuSw}_uI@W4!h4b4%_$IdAkBRzWg#( zXcR1}2eQ1nJ7|%d-+6cGQK#?%mfwnvQ5N2_5ywVClb?zLiig}mS$RLm2QN3UV;u<5 zT92PKFI97ifAGA=Ko8q;&?Z$9e!A@}1fjwfEjf4VG07q@T8vGIdQC3qh4PGtP(O(t zrV?mK1pfh?Ibw!R$cc)XxlCC<7s;0HP3-c-663^ zY6G`Xm&x@;V)})lh9G>&1Q&$`C5BE@ZnM0_^x?KUhqeQWcDlPzY!ewj>Y4gL3sP&Z zW^=&O2!dt&Zv>#sL)2I-5hXhrlco+45T&zVMg?dzAZhSFf?y&yd$d}~mEe20Fp0#b zvy}DQ>JT8trhN*g%ItKtO@glI4l#34`>M@5ySTI#hRhNhd_{8vt)ypd!wJG95KA(iE9Q+Dk?& zyO7D;1tP_LsGZVu-cA`LZ@pKCVn6DU=L(YNEWeT9)O?l0q=kA_n$F{qdz;=^PtUH- z*u2;Hk>M|&y;123$Eg?0F)`sPuPvnz6*Th-BJ`Yv{ng74I!!sMGzx+@&(*h zM>2zP;bEdm=gqC30&jKCn?ZkPeJjW^swYSXoWtdBfU+fwBWi$|HcS{&_iuRy80gF$qXNBX$T}XEm4+^peK)J00?u*cXz;__aPE1%LZd^TzSHKH^oj<}4)7l|7?POsT z?t1c-%UAWDu37kD)y)b5Kmu{%tqA%mWCKX@y@cFs=9_Ky(h;?rjN5cBC7;al=EsxW}yvWq=T zfVC1o2$2Ut6d>SjuP=!J9)W`U@uLWAtpQI~2IFpZ!)U1Eh=9R%k__dKI!eA@CAd}} zKr9A7UG6%yy*~{c0;h%E&)fa?D`_d*uZ|5tl!kF_Ok_#GTc9b|S7I&s5($G6vP#CM zgz^nmA)RoI6n_cl=4sV8{`Kw|!Z(r2IK7o~uR`{GfUM?ddetCh8GSb+!aWglAyz|)x$P7y;V}FWyNi6S4i*3HjTnD{k2K%k=Y70cY`aH3%P>-&ZNz;#+ysh8 z@h;5Ro;!V7jd*O?-95Qraqy32Tb;r!BYSDFhIpZrTtwn03(Ad)S$TA0XQz81wTD@? z)(h@4;ZvLBTs8Zq?$gxczczil#Lv71_eP$`%Nx+R{xUI14d&d9Z3X7El`rTps0Wz3y(tF=j0PWYBXd zr?K#Ho7DUL{pm=7YFzqQJi*;xW?2;_-)_bSX64n~&8}F?v~$_}#+*#BG0xj1qCUhm zb{uimuVaz8emGEDlT%?W5FxNsd)Sv3?BI7aoJM`Nfpuh^m7`g)Q9B(W9Bkk^m}X*R zgN_Bca~Xi?r7v@(wI_B~2Z3C^8=+}tZ{-P?MqG#OOwyt?sfy?e5}ksdhjLa}K4Lc& z78v*5%3rHF3brd9S}U&d~kiZd7|Z=MbgzI_o)}J zlD{HaDfDbFgP54TJ}XcQhV1R#a!WD5TwZDBbgAD8AwOEc1~tC)%_wu^kiP_-`Au?e znXRkoc0f8TP=~D^OWzF_%!q)GCc(PWWE4R1W%~)-`HN6agR()g=Zc=Ly46-Le%e>| z-F%b3`JGLmq-=M{Mp7U4p%8+m$>pLh`wEAV36S1!j^Y4>KU%V+Uhh(Pjto8 zvoC-Avs==RNm+E~Avmx=us7!A(70<`(x*9jyw$}OL}V=wJf*XfB=2W$3=kdXaa--N ze6-07zm}oLdHBImwN4wCyD*a9`#x3k8MP_g|Qo4KH6-gKh5XE zKhHSd>wHi>NcTHTcbq_Cf8jH%9?CHE=c8jI7KrzJ95d@#RHmTtUexQy7x?VUwxOoF zUTpFG`ktdlsX8`8LZ^xXqYv@keU0jqWlkjLAGR%Wb#VdsoHsXw$IgyIiDt#Vj3$uoAW!Ja|9__vGemD{temFpGv|U zwpAO=94lMl4&K*ke71jF7Z`0Bx+V6_?_ef2WT1N0MI*is;IR7HIPgg6F9$PRepe&J zPxl=G67yw?b$YHx=Xo<_*Pb4_l$I|Sw#iZCye(*;E@6Bni2wDnG|lB)@D)#%l4Kp~ zM+q0iPQKi>yKWp+!}Hnh2O2hw%Fd}*BcVVb5KnPdu=xH&K-yK4?@XN4Pd2_%x@lO< zbn;X=c1vIf?TdMDeq#=a^xaN1>s;KdLnjUdF|A;G?C6s~^{oQe3>F~>?%6R3hPDdt zfavoVWC5WGT><9z$YgOOfhfrSF~kU(p?@krw^fAZ09{^nE4>A|`;y-HP|rLeF>#0_ zv1sw)t%Lo*g+#Y89o<<}VUyjoGiLJXcDi0><(SmQi(~g`?`&rPyTM)Fv%Ge+W~(FR zCVQi9c|+-{brXGBMjWDP)DF(o>kas+5oAa7M{tMy>XQ`*hhGsO>Evml;a%JjRBynd zwpDQx3WhsA7x-l@zjB-M$!t4rkwq6>i9tdEBj*4~@~1Fm%9h8Ri+uwWhA`@Zq=16& zBH1m8mlS6+K{dM<^>xNlY#mAb@Xn^R_@U~s{BZB??V7o-OH?zY77sEKCqGfY8`>-T zsVrVy?5$9}IlAU6uv|Wube-#~<52rM-b$e=A1{Dy-E^7$5`WZvh)Iwd;`!lS0@+YH z49rq3)GcaufxmewEnfmMW9SY-P&j0NjXzz=DK*r{t3Bv&h&UY7W_KD|+^b&m(GVCW z7Wy5fD$q6E@u@8PUMgw&;+SP>c*C0C*^%S8&t4Fenyh{*GVfp&-4O>Fh-%(IylP6- z4^?Se4Ll`4iU~G7CS+|J^ID_r6xnLeOa>Nc>c}9r;5FjZ(r3WRxLO6kAQnc_VL#L| z!)P6Q^Z8B-suAFy*5WXL;(JfM0k}yIx%_xQ8MIP5?)$LT?5K7tagDDyTwuVoa)|@; z$JblQzjAra+u@H{jicZWMr_}wj*N|v%?HL#9)W^3^5wQ=lffoGK0GieT?91^L9C(Y zf{dt>Z0x>a%zY0~F~}GF>Wy*mS<*`}6ui}G_@qxmOT*5$Q)upO%!q0aqsm&6G@W@) z!To!8JGpW|asdwX$Qk8M#bysp$;bSJ(vd-mjOzK@U}8M8*zb#1`VL@#fFgwT?wsc$ zdoZ2q0!^=g*=A}7f_U3PSv`j2qmj9WIZy_^@|hys^;)Yg-7fZKKil&=)AD4kHGC)H z;S3$W0R>iu=Ru43snc_T-f3I3lC&`etP=I7v3oBDG^T!**yNVa%G{Yt_VX27$}W;R z^&`N7atMu(&xG(WOj3st=>U-5r+gk>^WCdlPa*cnC|2?)zn=%M$sqJ`<(0{AbH|v(VL$n4 zk1WTyLMShjzGFS6MoR?<*-{7IYhL5jCAN~@J%VCR`g)6fS4#&$CL~|P`8I%VCCo~^ zG{>#T>dzA^;_;K(xH$W{@s~`Av-ZDh)u>$&ybDsCM&Q&xawFj55X z4T=(V1b>W5{no5|5IaJY6R`vOlBkxtOh7$cLgr!=9{#omg5#7>Suj@GzKubW z-Zlm@5h>SDJ^J*8nyHs;x)les$-CpgYzg>b#Ly>0%MZ?}fE%bR&c64UKK|+nNHB1nnuCW({dV2_ z_S~*dA_e0m2rM7Q2sSo?oJDhhO-Y(=;A$R6LDJB~{UZK|mL*_hDP!?whq=Sl10StV zezk~EtbzpL)#8+2OPX25EhmqdG6nf^8pk@c$=`33S3iBv^qF414VBrWhf~f1P<1V3 z80yD1HU7+#sq^K}`85gCa1B*?U{M@A8g`Gc0(Lu=q51E7_#h|lZp_;P>ALox(*b?* z6YNGcA}yl*cVORee!Ju}KYH2=%`-3KG1s#I8C;a|zmpvUfqe+$ zHco2vt;dflMG^W9H#@b}^P1k-5Q%Pgzlyc5Sorj6LT6=H9HdC{$lH&PF*hsNBLG2v zHqvuG!MdLcy3Fd(7{dX?5Y3e>YOFyq!(kZ*#Ekh8#7al{_i4f~45CjF$Aa>Vf!SCD zM4-4QNrvUHgB10NmFJ1(cTgy6c^=k$>FvLq%o?s78zVnMikCw(H-5S@p4pEV$$K*a z5RYjFc_5>91Q;Lr@TaWI2SaM>Vf{+Q1dWL{qf_UMM9dGWe%8r!_G#lz@kL!?!c9BP z)Y0x+9Akl5>^$C=B}sI^K|CFJTK^D>argV5?zS#~)(kd_5HkPWy&<}#o_zRFOYxlQ z1l9Xk=H4#-$-J})0Qi;6vG0j3p7asO7yGA1oIJK9u|c1;eAff$0|ja}!e5lgKS;#y zJ&J!9qVmpPVs0+*oJC|X0f|YVgoZS*kheHsI0DSCI`&qS+_K6w|KA22y9>aP6UAls zaX11Vx2?O+fJNNHza^oGj?z)o_S{oPy~quO$K|(l4(o)y=dj1 z5iS}1&yW6^1u#7Z$u(OJnV}GR0|={EOa-sSP&-ud&^Wg;Ue{k0u2a-X*v5f-? zx9sYIE3prr%QHWWanFYPTDtOzbADSN@H-jMunSWUZDD?%YW8^iJGEU=2Y;HFJ>Xx= zcF#*<0F*X;{E?!&+U|fB8rL{GDk<`psQu{WmoT(e0i7M$sLZ{63OiaUHQEPmF4PkR zY@6x0_H6I0!diR9OZoA7R@Te2vMoOl#k4q(DtVoM5vh|yFgQSS|lhVo0?8`qKIunFUfM?R&VfWi_q?bcJE2G;@jTF;$ z`!z+l_aKxas20=?*`C$A!41oUMU5sQwEa)#r;EonZh9TlsOYc`jOFfO_$44GpW$=j zEalbu{xs_yX4oy+oz<&i6tL;fUIz{qHpIlaN0PpjyW-~2=qbmL3~X5R)q5GYT0yzhTUP;*>P8Xj~tsz@1F144dZTyjWOCTTc7Hpl~1!n z)H~GnWhM(g6~oTWS1ry{+{LG_QK@&*~xgL_{mT4 zJ0q?OJ!z924!%#+6xEeOU>-G4{Y#{bS9#9SY{EQF1LCVmC%aD%KDjrzKMR%c{YGuy!>de z%a=a^aKG1`EfQTc-MhTT)IBrB#Bk5vBp=^s+R2*si`3}XHVf}jO!91FYwD^TF!ZwP zTXlL7u-{};O&WknY4B9l%GG~}H2okqp@1P6&D6`teKJUOc=gX>kaaXaQeag}-|1@) ze_qX@_4A{zgO{g#H);ijEK^^_Z#o4Bmwl9Y{6ZjOYM1_Ozl9o$eX1k>>@e>PPg(5X zk=4TU{a(lN-p(m*hp{S>0Nl|S_-;n^=RGK2KK^QS{Ge20&+crf%iSZ6v(mx+7Q~pp z#7g~e%SrYkbhwmgtQtAx7iwM5DZ2Py|#<>c39YpHjnx>J6=sEFa~_wT_%B z>{8EeI4o4Y>mjE++4#Uz*qxcZ1#K<;iknzJsDk>ww;b)3*3yoh?v|E%x)1NjFkmg6 zpEGtv3n-}Pc-5UsrUo6M_}h#gO9g2DB1>+C`fASmWr0*6M{W>$-^2mQbAc>V$fD1Z zn=joPLdTM(_jy_dnm?rCJX2&xycV6d3+8}#RGA(uXdWI3CMtd+x49~Rf+F>R(5&(qbt#;c`4m> zErJP@5W`9~5o@$Ots0zfn3ahJjQo7k`@)yq00ABB-dL;un&^%X$WHMq*J`{pgr}Xk z#ZNaPrB6gUmDJ0hDtg!ECjOXRGCK2&TJyJ5qjRWPk8?e&kmRJ#-EnPJJbjz04hL3xtf1;A(Fa@+T7_NK${L+n-4gih~>jlzoSwOoA6kp z{bqq0)%Qu2o41C)Pk$W%4Fk7`<9X0aAszr-m5iHT(@3XYNnaDENiRFS-_o`o(25ifE#higXev_kZf^T76F#bh7O)*Y4T@;$Sx`au;F7c!)ag3lm<-)b zMaL>=Ym3#B7i*Esv%$qBKbU%QaBB?C3Sas*%4@%4__}-H6BTHZv3GYdQGU1inl5Av zy@(+n;HnGXhYhO%5NB#}p{nw^fcwbTkH2|1?@#^V@)Typb&Xuu~Rkzp%(wTQyQ_Wnp$Iez?knV3-V}?+O z$3afR`%jlCYu1DEZ3hc8&Az5P4(LDWc$F*)wNdF$C+X!@fXvnrGo(b6`i>HUTkX8k znPEjt$9+a88Ui8nOEnKp!v?hG>F5=pBE?RVemoxZ&ZF0gASy~SK`1TW86v4bwPpYD z<))69`tvv+%1--#Htt0nx9DLaHeRlfN_I^9R;GKW?rF@uw zsFoMx2c07r1b3elL9_IDV4_szSIPi5R_DwP5O%u0ucQWtd}ZoMHF$4{1U{UPY!kf2 zc)${@99EqbM?X0_Hh1R#sNK~*nS7GemaMg1H}<%Q1>8v)fq!J zNz&vz?2J!1` z#!*QHVQnS0)jRzfgfH8^R!tH*%xAuml$2!bys5$|P3!Vd5I|dHW|8yUU)@rTov&$x zQ>56@Ou@6RgO6iX+d4!b@^!BbVmVEQimfz`AUrey4IAa`99C;1lxiIVaed)Ikwx!G z*t;g@3>el*vJG_d5Rn2ghN8!JmHiP);G^^1{E9vSs4?K7yI6Av6^hPug@r|+J`B@< zAlLxlSP7zMtu)8@>%xe`AE#8^9&PP^^hlu6XG9p=B8RAzJj#AN?B${4mg#Cu20cL& zke^>C9D;@&fUo?}KnGOfc!*%U+~XJWm#fx%)|N8IHao-bp+hFpXaq90u)EEme(?*c z-WwBc;(nmt&)kWlZYagre+6Bat7^TW)fb?VVq@AB(glCH_uxQ(rs~1y7m@1^f6A#< zfH&&MVN3mwNy#WTkIk3z;O9syZDKbJ0rPeLbR zPrj+M2Sv4z=_i9kPS04R0iz^5Y^@C(X~BaRi+Z{;tiJ~~=-Ub2Sg{>8!z_OAjU?9O zR%{vHJ^gDb@uU`rU!cIq%q%;Yjh7B0x+^MW$8xQ|=wx>|1dv#%n^2c4=G_a%5a5G3 z)ig;L$54ofX)xO&buT)g%Z?FaHI!U zzH(v3#=??QR%%KYpQ?4~*I~{spMBrYxjLQy>5g&t61BcL+x)cbtO}ST&_xZbm99Lk z*{vP~4b}O5Zz2SQ7Y7*_-N5?T`S-NN@0Rn16Lg_!Z2Q3h-lVuxp9ZB4v?^P zryKNVP7jYb|IGDVdRO6`&lv-p2f?I8KcQf0RzCp{L1y%XG_-asD{Ovqwlo_&i ze7>Z!Pic$Jk0QN0Tz!Ex6*I|W_T4&2WSO$7HoyDKmH#!5GwWowZVcQ3A1cKbj1u^7 zpJw?y`>+ftpgT7)>X~`{D@y9^Q5%Z;TF3GDw>}XkC!{WHp3p9^{t$u!ruEE#x#g1qrYr5;VlVucC zmQb&*EP7=s4E?-k?=oP}n3bfa)E$APFK%wILFTkL)DwBH>f)>|6CmxDn- zwZkgLc$v%6wsPgmq`{h}Rtu%nkb2u*|MV5^=almFewMP@U!FS2IF|=}|M5~F$MhZl zlh#e_1F`U(h)YN;m@FpV)RC2U9_N`u=|m1z4KR+4vbI>RwcYhy<|r@ZP?sBMCagx` z1EDSx2~PM!ov5%ulso#_!CW#i4-U8HAmD!*Uoa=Zp)O=TXbne}uTa@!t9puJ;Wo26 zRq}QUrWRw|O9c~}vw+{;h)^{GK|LSzSs(7K0l^c4)~G{^%TR$Z6xome7TLR5j3+`h zO_XsVIK~E&S|OYw2En=?*6jO!x-}le`g!7+%!V-u$c;>vk zeE254*n5(HNf7Kbd}4jw@fQdg4WKvDJi;TUdf7tYmu*qUkT4=tuZ4-K26S*@l2)H9 zOF#q33qKjcGb1Dd$dm*b&pAoDQS)e6HF!71-be5fDh}FAdhkY`X&iFFQqbXjk03=p z`)I*z$%mEGsjE^BrXqiITAnD%pN-zlBQ26V%*!U8;Y($TY z>8t`wR}+7G3UKVH`M=1ZwHi?!npg1CDL6)ZlSUA{Tk>o>!jE|R%~?)60|`17Hodo_ z)k#aVrtasHfReJ70pPrj0CA(g(18I8Eh8TnE5&d7Yf!tMSZv?eN++ZsX<6`hl%yP` z!cB#^?kQC}3QW(-+;QSwQd23K4ay%m zjtwSYAXtlOt_CM}1z4SK20ZB$O1HAC)oC+RIn^6K)PyD*v~^Dzf@d8-JJ!7Nj!$(J z!M)=eKL{*9nI_!iSPydWcdc%RWy_}ex%r!(4WKeMz~f^%fsPWi>;E(D04}HLFdL1I z4Z_ZB^ZhzhQOfZ_mmi%Npksmo#^k2q^@B2K{hP9HVR3Oi_1JoF%&wJ1YA9EYAk+`K zUdg9xB*d9_-r&{uJ(zLHIt%gJ4{_{~Wd@0tc1mI+rRVU+^zIzD%f;#w?$h!pl)5Mw z-2+4LH_Ta{6K(KLe87AnDS&+D+-)<|p0d6#DKEEkhYdQ@p_A?}!E2I71~Gb3$-I)# zapHq4qZ3vUFy+JOTMFRRk9LXxn=P-(8R8a=@Cd7BI2>@nIECjz<${CnR{T03dv7VyzXC9!a0SiERU-YOJqxj|caES{9C5r24B5(kbjfgF z9linU1oM1LVoW@M9dtb2Xki|z5z*50LaX?huD})^F>G(D{EgLumxZ3CvzIjVF{!6q zo--I+W+xH<`IR&_ZsC!~yBo2>mfJc7iN-diDVpHyL$YILR~n+)#wbRnbyWo){>W{4 zb7WI+8VWvSQ|OmwNF}jBHf51infSd1)bsr8|4iDE4LE$dtSMLg**opQNw<4(Upj57 zv#MpO{Qfv{y~V31$u|9Kfq%m)RM2G#RKR+fQvvkH#)1dG-!y`Tc6ZNi2mf7=I%b)x z@1O3~(woMm=)9ohgCJjZ^0{Ei@0;o@8 z!^rH}h2L4zW@!5jy;ekAc*uOdJpoe(0r=tORkjv&V083HAqO-h_qN|Y!tbe#JSk<* z1}SJMD#A8QZP{}a4D|9wb#STq@Zn9&Bk2krE1%8N$`Se>7&tXlIL|h@&eSTj*8y2} zXXIcafS8DfrhBCjm*>WL9HRj-eie5qd#hzz=FKPZjV3aX!ntPXqC11S8GmcGde;jT z#?c*mm7oUz(&LdJ5?$3oFeE37-xUAADfpT8P+}U&`9**|P^k;XSC9vt5}?q9qPUVH|EToEwB|49~*>oOR|8Gv{_Oqt(i zIkVtYnK<=@G5~m6_97Urq0TLvdihGOb|=Rn+C11D%#1XGp#|ES;~B02QR9SL6Y@rf zYS0|jU3-<4*eQqs2L)pO%;D*@_~~^Tr>4u-hg(YMr>Uako*)e|2y_$0Dm|8({X&OG zo~6N?{S=D*5fqrZ)v`vzrS|tQqLXK){FLK`9v-R+%YQ4Tf-m)LgC?Gi$Z&~A73NDi zZp-bO=)U}V{74SmbXwh${I?7z?q@MVV#sYM((zOL(@xP~e&qA6<^fVR8xfTG{t|_o z=}Df}`w;o_N^aWE0U*Nlv$KWtWTNzBUr*4?rviZRAj;4ViYax#&sNzwAe^^!p<0>Ekw2r@f#Ix-RLT1hmqcAc zDq&0=O-vJWEC~J{RLn<3&k()e`P_%NpJ#zi&TYxBW~eO3;A;=ftTbxs*@U5k zu~OE1-IzOXLBUrCj~X<#+wxuoke;9Zw~z$H-Ty<^d&g7V|NrCRI7Vb-kFv8VD|>~q zcOk3D44K&uLPjBEB&!fY_I5}mvP0RDtn5|h@A2yM{oH=v-{glIcMH?q8axZcSj2R zyWgc)MG4SeyT1R&ff?hC-(YgU5|qE}=}_FIph&sS_x6iv|B993cMELxWM%(eCgIW1 zf;<@_>CkBW81HynO(w#w()7m_YmbGN8WN5A9mkXeQHE-Uc;4E;rq&^G5qKy_#PbKx zU@kfz;r|EF#gv@8&!xY|o%p!rD!WyGJGSQC4G2d8!v1gPhmkQy3+O?EvG|u@I4oq3 zt+vej^-m^-$V7bWGaclE4~DWLK(HeT>)l!QLr@*;&F01kI_B+vn5=q^6Q)}9cA}|h zqBdZ=6bCV(3Hu|jHQK=%_Jkfc z=F<}mft{7+8`$jq1-JAk|G);6)~i#TCdj4xI0@AAnE_lCd*m}hH-`{6wB^Oh$~k`Q^R8OBs=zWbhhz87fa zrj;P5%vzvr0HhVMN8g%zTZTM%AxZ=HPbx}QLNWkMUkePZ^TLbb<}wAvdMy{@0D(l03YU&U-#t>xt$eN z%cnXj!{<9=6)xq34z4f%OtX(wuMR1r_~s!ZQg3^RWE-MMiLtJGYs zWUI?c%KB*Q(D}F7;CgjWQDy?Or}GNo%A z25&vfB7r5QyR+tUsxJM7TVPmte_lsspsG~)oFoU6$Ct}mwUupIsE;1#u&xJDv;pHL zxvwo1!?gR7-4$}Kr1oo{O3At)23LYjuh}pTui<1n%vR6-w@=1O*D`x`$ybD?JB5z- zUyaH!?pC~#y`{U>7@{cD7wS38EH5(BtL_C-hX@P?^HO35JV9qcLlP|E{sJr>xxAj^ z+h~pecv8QzGx@W~otU5YWszBm2;B~v&1&KMK$*3pArEK&F1?KrfMHX4%pAyxa} zW0-dLm{S?Ew&Z*gdBKp;*!k-k*zAdA@0a|H>zBI5o|R5DFb(paddjpD+>=?nhg!|B z!+7KAWZv5GfDK|#%s-3yDWiQH3Dir;#)|sBlf(6k07#Y=ecWH+T9)0PIFFcD67GJo zt@+_@W+DKb)zjMrIe*)3Y5w?cEkIBZ`Yo++xuNFDU1yDd=?06=;s2=s`*G+VhP(JS zY#6`XavFJMEaU>1_cQ0?T|l0M0=6@znZ6^U+;jfF->I!oAD!wv92t4H`H?Xa=#6>@ z=IU+{(aD^9VW)qdo)UuT$E30GyBwzm$5+OvdlFdQ{iOw!DT^%8Ic6Dhsl{EwV)?hY zJueq^awm^pzRs@c={fkeY*)s?Z~8WGYC1G%($l3n?uP5W{OPv*KdO3gIKQREr}c1h z7UuL~#|6-B(dTPtj&0Wfl(9N{@pSW|+7l7qt)Fht^Y)MGnx&BM6fVeK$uZMd_xBu_ zlo)mVDY&B*@(!8b%2hqPR{(K54vvh%jQqQuzx7 zf7TXE=T=Mh0cV}yF=RYypHr4xKN(P_Qkr@vA@yk_~zS6g+`QNUT;r6&R_>8Z6 z%ME$@m%Q7%xY8^taKB{qBp06qwuip(vqDY69gGvmh_e*Tn2dVX?`b7crEU!LS5K_jUtKU&%Zv}`tTs3QZ@T!xdt$Z|< z@I$yGh)K>uEOr_=!GG4F24#QHYKC7OH{^FJd8f*g+Rxwry=?lO_tW#wRim<$ow~(F zZ;N!jnrtxpE{CSS*Y{GkVo6(il?wQQCSz}{d2w9yXHpI6EP1}C=|Al_A>`nrf!05x zd;j;s|FAJ$5$fmW*Oe?*_-&J}gqxY|vxUkGQM@#`yPqcJWLyVIFf|KjFW<1SF+}qU zLPFZuqpKD_kAB<9OW#xG6H5FhaFdv!a&uT|j?yrj|<3?>HxeE>H_! z50V+a&Z6_LHRb>B*2J=lJAX#eHwEMF#TUnkYO~TsWYFJyQ`RNsX+}hcpcSv@NqIFYHxFS#BVPjug?#i*3$g@M zUoI_ZY(q0vP3+~mq*lZ8c`-)HKy{3M__zIG+4Gx=du)Ds!DPFQwYaNImQ`bkCE-qv zhf_CFD~+C6INy8~(uOE-H|qNWU8wH9cx?shr^183$ROOHp~M_~w8@HAtu$T^M8^dp z<`!iVlbwc+@5H?C%VE^HH5`j>mJ1r(g-#-1YHk@|x%_k6u%MCw5*@u|hUHptH)k>H z0SnUBF#RXE{x?rKC#Xx$QuxA)r3WW;i>kHyAplXv$J|p@ z#r*KAaPODozxVDXfe)!*AE}m4B!8tA5zig8B6=(h0>IAg+F?~Ts+LijxGWf~>pC{x zrS97D_ZMPtFlJr=k(spvSD3MSbL-~jodDnE8RKQ{WpNWyx};CVnT(N{7TIYV^ zie)3Ly>qt~4c1X(e`SFC9;`c3tn_|vC;B)`zMzMxYl7i794kb8HVblQCb3tD?xSuo zH>N1)B=6!ecSqJ}$|M}&ucoU#y$PaCa#yd?wd_@w#W{8z?@wPumZ!a@$JMh>O3-3m zy0~ard0TY??$%cCD`tjAnq!WCjIi1Ab4%QF>_`IlMvUcAuIC0~y{XhVj(s}iqz3QO z(EJb7T)zayPcgJAf{+&vby-xGo+^qJqpdDYyVXcalQd3?AlREqruQB8Pyv?$zii7P zc;GkN=jKHXR{=+FFc>j**{RGr=I@{(%@=BMwf&$M#Rt&nCM5g>~}_AUvXZm^VO*f zk@qW`__JSQz2%-(wI@~=oR}>c7}xOVLr^G8flx_{rA1HwW}TWq%rY3}DCPcs)_F4K zjo3C3Zp%2r=T+u|8=-YaM)yr>oJ|ndvj0?8y~jd?@Aj`aCcFQmdHapbk|BOLcv=2_ zua8Zen@yFh-%5mUY=~_ag(`1GIKODqVvSG20#-=<<4PnVomD48cf6)NG~#WIk*bxx zS+<`k$JcEgH@t%M)BSml(p^|#f?B>K+2xNw4$A$rd_@%VlE`o>_A$YYg9uGZQlUt~ zL}GGLM+11+&swgxE~T?JZKQ@MQZ97E_r{Q~m0>J~r9|(b8!YL>u?%NhKZcDj?oft^i54q{$-em_4u@N@T6Q=NHwp z17?5h;d^N8zT(l;6}r~ntCFT|J(fvXag!Euy`-4i4h}yQ(DFVPiNXoXdm>dtB^9MJ z{2};(>D0r491}@I*9DDj!ntyA1<`ST1HVR5O`OiN;a*2!W82Npg95qTH$_?pyFbk| zGBuY}eb3SvUa1u+#uWT!%*t*~omA*&dF@I_e?P?v@+C?iK?;f$B6$o)NET8RM2+Fr zL7|ppf%uBv1BI>H!$57>?TDRWzxek$Vyi4VnC|;dr!BMDp>JPv8-b?=Noz||Kvu9C zVBA%tmNFiA@lsftQ zuV;CruQ#vn`2K0JMTaG2+NVR*6ow5RA(ijWZl;1iZgXAQpv75LS6K_i(6N*%e~Q+d zZK3Xs5D2YVHhL8MuXBJz_T*B>DI(KE{EdiiT78J!d%NRS6WwN7UjP?k6Y*lC5Mt;! zxM}V+Jh&4BdZO1$u6(1GvC<#s&mlGU7c&tn;%Y%0@kZkx=bnl+Drr#DTIIXCJ7%D$stDO@B|nNt3zpME`cZNabOwNvG&WN~hpC9OHz(Tt-JeB*xxQ z;#YP@;c{N##^*c6B*iR#Jq?8+sW(6HXXgg*5=V$ts0z<+$remr@bhaZXtZmvYiOAE zyKr$=`;o!=o3y1j2g8#2y|PZ;?82StYC{qi_wn(nH(*%U)l^Ii-(8!|^~0-k?yA ziO0&e7H0gZ9xEAbO410_PiMoyU`~mdrM*iy&!mdjX_s{0a?N4}$g%?X^uxVkJyO+J zI=!8S2qh+As}MMu>{lSWq}?g~(AZ<)h49=*73xjTf>|>vbJyLej(y?V7{bxsm&CUm8`cKDM!YPK#;l&r!DB zSsbvnZaFzv87wuIroZZzz2Naw+<5j^IMI1F>3J9>o_b-+lneq}AiyEHgvtOW`h0%i z$P*4@#;^ichWGqtT0sT)Xn7g7ED9~BY=Uz@TGWi$N8?jB7wNKcXZ=BZQyl7n2TKJX zR{nA)UFIpIQn3;~NDA^gUd_P0{YFeNE3QeOqmU*4%^RL-@4Klcs2z!Iunga_sS67qG?-D)U9(d?OQ>)Lx1K8m%QCuVw?)p)I-}{Y zE2M~VarRjoQEE+u0En!0fGXeyx&T8ZLg0T+7^33-`~Q z%KNJ&g$~R+#zoPz#wNDZCcrMo9DKJ5BaIF(h z9a!GilFXJMscKf`=_g&|p0%rHl>Ou5GGlCWT_Nw}_|S~iYrN)u#insSf+3VUNZ#c?`;^cbnm}0)!*P+ylfmK%;4q_%_TwX12a$I|%DCA*V|U9&&Pd59YaVU9N>nxW{%0Dl|8ao+(MR2{kOT z4Vba@l5VLJjP%^m%FC{u@x06J$|}G&f3H^AN>@N}ERs`K%MkBeAADktVWYNp@d|u0yikQC_SiBP5o{u>pI#=QH$@z5A?Awjt(>kp zw+_D6pyg9f&d>LQ9;5Ps&_c!a#R(jP4br=TfV_6%)85vFwF|g8TlnqHeQ-W4n7yHR zp^`;pbgej{CTRsuq{}4MOU@O7hl)o?ZG9f(+jq9((Bg(gKesR<%{$3Ix7}!pj~<2U zNR<{oU2jzX=G7*EM-Im?J)Z+FX4=HoytEorTX#d{CWx0Te~6W!o3%2fhKJTzl_R25 z@iiNoplMdX+(8{N5OZ!VO5(UF#VLD zn7!X$M%PB8$Euy|?h~%GW}foHNOws$R;m?wYufFT~^?=_g>@k00GrpI}4Bb zryujwVormqzMC3p|3a0SYqOD|@C;4F^4n8bOq;JwEbTkz?Ad$b#K~ocf=%f7t54eV z^K^w9ig_2Vb_1QqDKY73ptoEKLgZHC1AM!5BCVm}mcYZ@8eUbme0v2eY=I6H?w(I_ z4UxYIYnSVC+)XO_gPSO{UI1lv>9k!+{vPAyJJ)Xb1Rm`09DErjK1eIhYR*pvakb$S zxr0T@O2iV8c$VqL7cCX%-mhW@%$q_elce`Os+1L4i*If@I=g97-q` zVwznLT{Zi1u#R|=br)hqdgF2M&<|@Qe?+mDWE}VAN}M8mY+{&?9W!;P<278{b$)iW zCsn9(-hTnOu>rVJfP#IoXR5MSN&{JXa`$+-CLx(YV^GGvsu=Enoy|F3wC)4UR0DL` zPQS&RNOgVj+tA)}t$SC0Tw>B?6m<_XH>}I)Q{$p#qvKd7R2nci-nr92d)x5>MtFL9&BWHa@{5elaPJTG zk#N&b4TYIc9VPWs@X;3ocM`nn*7zB$vA*1;We&vQm$CvXP>sa+pli5KFBedk%zzaP zs&(1*lC5h6GJx1?_ly=h!^794Ze)cC1Uvb~2HEA4-s2_|=YHpwy@_fw5q(jY&%42E zv0FU_4V(S$rzZjqxvbsI?wR{*lV;xFFV%Yx63wdm^ny7X<;I<2JbR9}TH@bd2^-TW zd9n*fof;HT>S0XvR$U#1Fp5kBPMhbi)T)&w@$ESyzKh&Gg1DAkHr}!yRFP>)bHKP! z#u?8D@|uF5yN5FCBX}_RkRT~*ChC$mZgG^EXOPnIA6h0oC;4u_3}IL^j@5m%=Y7H= zmyQ)ZdZR`neKPL<&yh`ylQeWM{DN^84_JSpl6u{6%_QT`M51gTr$iqASrS25VL{01 z6g@Kuy>77Ce?PZ15SaK}o-;3OAuguEWz}gw6dw@=%-SwEx%9mNRg8*t(=N-{ireSD zJjexzM>1Cy=K+%%Rd;x;va0L#upJ zxbBlNT`d=$VSg&ahD0M2-~gbXQfS}(${og?&xLw<>Y5{Ar!X3@Z@wvfsQq^wj`o49 z%Kv{WB%$Q?p`+k5RishDUtZ&G#~q@7NJR4O;pdr*mpmVk4*L80Qn@;=-XnArNfGL0 z;xE0ICNH?=PLr+*D~eR`3U5%7F1FQ7ExHcnYY`1V?v~=-ba3#>IcPlLL63ObRTj6VkTi?|jp!)~*P#%PvPR?{D_sI%fLJr>QgPR~Igqiqaa zNgwqOACHmJ-{%I7p?`IOtLLI`^_w~ck31(A*Rn0>1*R0|ev=6Y zIhr`hfHJgpPa~SCUJN&kV>IW`qg!$WUVboT!BG053V1dj1GadfH z?Z&Lnc2Oats(BuM-i~1-Z{|JhxZdH!qrd2hFIBc=?VG?gx&G6qY{I&YyBiBYYVyUttyvVQHJ_;eY}d0T z*B=BUgDogUc^jj4cDsdIn{*do$bKdlctCYxX~0HuLFQX@>c-RHBW3U?8GOx(zF767 z_g&!OUd!Ej10#Fs=Eu(No6%O;+lp2*tHV`~iC-AA318pKT+~kZAvU(NG-L}$uX?b| zKAf)g2elWc$x8A1@e7aMcXINXuWwVmaA$WkOwS5B;7ROM!gu8jsEir&01(Gm{vFdE zG7t~_hsBYeRrki??S-$~<*c%GKAWTjwJVjKa28dkW;FAD!3gn{NfJ+$gllZ!b!>$?|514w+;%lf#W>2J+3)`n(;NrC^ z^HQr9KEw(T_U{mSY$q*B+VKy?7AeYP7ImbjyFI(kKr<04BVx9*ODBizgcd8sycW-}tP~_m-+A zBYLHNXv|&>cBOPq)w2eMhS?MsAX&%H;r{*V^up^aI>86e5O}=;%xJ!<^Y0FgYj{g5 zV^kNuLj`+JqQy*$;U^~PG8c@QQ=-7dn^HygNfz?QaC)!T6_Q{KDY*CNdH zgHY+vHo*M_5Pw|GG|_pkTX*X};4=(ZFZSmc7vXA|Skc-U5>Rt3vSwAOUll(8+_I%8XyrQ{1|xs$sDeMTuQz%}Q9ZGxcg)Tzv4nSNJTR;^`1B;@ zR`*}uf&|;0%0yrwCsT;_wp?fa?I7fHLATgo1HIWtRO^`lfn-#d10DyP3 zGgXQ^p5ssYIF7slS3~RwSQK;n4)XK!a|=bso<|EJ3R{7&aI+ZjtAc_xJrBap*e?nwDO$KDd|8BlqTGZz08- z9pC)Z4Sefw#q=39_b58YX2*Vheiq|$G(Oe;VhSAp4?grRgga9Hw-&$`pcq?_O9(oa zMam<7+JWhyKeGgg2SelI0OP4&UD+;Tw&tV6g0fR(bywG8e>%p81cl~be?bX5LWQ9aDiK}jHb9qCqxD3hf%GJ~S4Q8L( zTUnAwHpHwe@3+B4fpquRw~^=_+c>ciZZkEqqur0EF!HbP@oy|Eu#?(X(H#ezGZ5W< z4?ZoM*BuXnBAh%iFJ=8rv-V;7%t%)H1sZA?x4jD1HyL!~EBkl=tCBk+k=h1ZKK3J_;I{=^i`e z(PH;|ORq(cT`Q=?|8MoJ!nGUF9YlBzqoD!i;tR5VRLn_BvrqG{xzSRiAHLQhbizK7 zUgL(?ve(q;adSha8K3x{!>!S5JLnZk4Swt9qc(zzoqOZ1mWD=T2cDV&7XDJay8RDs z0*E!uv#6L$%(b((3Ddb95j&E)q2x&D^Ak0+9l|dBCy>XGjlVxIyw}|S`lXfW>KMbB z+J_W$;m0=77VE%1=1Ho(BpQnv}|BNlo%?fte9ESB)XKAduxQrFqgXR&J znlQm1i_Aju-@wCEo_DFSSQeUC z&qQUoCGLwmB$|?47|fD{&y|_db}DjOo6i~5ncXu}%rR(D6RT{3No3z5u6!$TZ!&T@ znY;x?g?SiPc}0giameJ4+-AuqzZXdBE2M7j?3G3kkK!GR-yeG@J`h#};~=M|kMWd8 zkKLMf50Y-v2^-MuMP;%s;4H4KoQm1LKPUZLm*Z7ApCdErr)J=vOoH`UF=KfIW)=x_ zFDAsk)K2Nv#8eDWXC$l^!wa7Bif5gCLHbmT^2fF&WMDi&HX6$Sui8_kJHX-4swG%O<4(-N1!{GPrfdCnT2H$$||;gNjAvO>n6yh zkHfV+asa9T^})fbA2b|_?u45 z{N(D7sN6nAEuy?PriP-wVqau47j`O;{eYV}pL+r@4BtxpG@m;r|C!$9=lRBww`+rL7qd%}6n z6;b}*Qz@eo%a?m0{=C-&ggfeq(jUV+R_Z)69pJ~WtWMq56m%BFyB4);c1|yAb*H`* zTEndSik&2T!6Stc6#9m{(Yw%mobs3pCo)iND*pV4dCqK1HZJ$~=XnIlyOzh#U(v}n zGMije_R5}n1EemMEVuicX45lnlhu2VIb7;1Bwl;4vsZkf#CLe~WLLOPa+KSf_fp&+ ztAcy|H4O6#WLp)->WAv*}La)Y0exA~0L$Fmm&P_7xLN{zAoI zwGN;B_;COEjb~ic!$W)mjC)+BkYV2RGcEhq^ zL8;Zow;LYR;;4@H(ZhKW{qgr!S@5yO2pH3CUcB72fT`6-_^Uv4L>&9{L`yZ zzF0zOH)6f+!Q3@v*I?jjF!42Gj(p#t#l7{ULR7a_fzSAUnpwwipTZ|U+kGZ`2K*L9`oX7m_ z4)K0WdTyJ5`u4Kr_);n&5>b@NW+SDxxEiC%f#ikCvbWo-Gu!dvYe^3P+NG;mXs9`Z z`BVUC#}3~?-jbeEmx_XugF^z)j72FpxM4*b19S*~cLEKuGpjG{oh0g8i1??Q4pm>9 zgLWb#PG+)!TAC;NLqrmxm5wh(NT$1wT0A9udTXvU}XF$J7Yn8DX z9PhPg$~zYkM$E>M({-$45j=%M>2bbze<62oZk7Njh@RUY(A)XKQuW%r(R&Lx)f*uA zim}K5#)lt-9h|C8>R|wBQJs`7+3on;`nCn=rD^2f-mhqQVo!pym#7ftTFHkuwZ9O@ z;s@^AR|AYkxdO5DA|KTs&G4tMDGXgO)PIq{IZg z{yz|Hs`FNOQXhIRcZj0U5m$*t4AkI2EZ+`QG=lwp=)+oi*l%9eNc-MObHeL}L|X7K z?F|jXLsZ}w-ZZ!XFa$1LVgNw`tqtgidFVm9DTlzLx~67kDk?ZYR~ya#YTX;Ib{fr9 zK82nAlSp;wg$fA?3EG3Feyr^pR>BW{Tr&ZX?X4UEDFX+xXy=^5RQovp;s!4Ol!??p zT{6M^=nm$4>gE!MyNE=;vzPAjo$#I2@zL5z7z22LtrToJfj``I$&-74NHa^I;!{3z z3`4pgFMFusj+eqedXfBkJnSN<*+DTBF9*3T-dM+r$JBRnOs>I$VZ+UnLY=^09!G<< z7!~?bXeTZA)QxSDWA>C~Z|$(u~aEVDPpN6{BTbYT8he^>EUUxV668dBGz^>OW~FweB5-n`5 z-26(3*v_)+A0iEYLtU4azxOl(W(Ct(kOba5;p8a(HJ(ZNO3Ky&J^#l>&58UwgjCH5|sLDa^*&o-*!q!hd9G2SH zsBoJcm)8h|!HGG8I{^1C>LXuIH8ksmOaPZO5hVuXzZhYWVR1kKn7V?(POKor89Yf& z$C`VRXlYo{%65$UL1hm3{s3(Dr(JMnShTdXRCfJ#mpLV-9^RdGb-}bDBOycudFnB0 zm1Pgm8S>Ba2ZK}ZttV0M&RH-$WgvM3#?|27Q1P_r-GV>Q%)#zgUzQLAe^#K*!a7}T z?}*mwnWMS$M{6*Xtu1XYhb{7F-2knJiuk$`DvVnLo(h%e*GI6ap23+Ge&8%vag{~a zA2;f(W1mbnJDYH4g-@DUBB}|6mZ9am@uI~^i)9g;v3ns)E%a8Sn$m6Zi-#rq;aHZH z3-^K^!0{lL7&zF4N$bKMWFp6Tu8h2WC8Fh@ZT)w3{6J4_h#S}M+d996^~r9^DKg6$ z>X3~hW?f3w5MzC73^6&vLZ)55tEwkWeFebD=Mh==(E=!$Fmi@o}faZd3?x!y-tA(^R)r}{tg%U z&hIvBA1`cP)Y*qE#ZSC0n1RwFZ#2zA3>Hj7Wg+wX@cqw`$zw38)cs+9)MJQo#32_e z_x(QTignLHT5F=9m|sXfjT;R$QQ?LH*}*PsV(Y=(umjG+lD(%Xo1K6oS{-V}pW|>* z^f;_>9Y#|vQGrl{0ISh~O~_sh;#aNK2n1a}G+(WQk;fJaYZ+DM zaH(Z$P;RT*YHoWJr0wMw$!(9(0h`wc5OZ%V4FXBHBUP+)vhSyX5{rGc|M?4Qw zS?|?JSQuumpJTW0G!#CME5;du&Cai*FX=^vo@=9^H~f{&Qrc_b+fp3+V9JaY-rh%S zb)rY~=QZ|+zaa1DgHbgr@~31??MF_10BAk~V79bK5rRBCSNf*~(_It|&ee58K^KHZ zaP!06H{>%TX0FNFnNrC+n_#w3hXql2f3n`guDA?D!9$MQ@Uva8kJ-PLDo3!yOHvX7 zys^5N@XA63#UWA8^{M9Hby>kD^&kGiyHXP2S0+`{wkakb9Yt(9$zgTY%xP8yIWRhD z5jnf>xq70f^rB6xv@_W92zIxt3SYlgVPIe=s-VFr8vTLy)c{lwj8JTS3tz69BPYR6 zOkAVy;}0f}rF5c^S8)gi>5KB$WDUV$sdTLEZo^}FFB$MyRVu2WQlbNY;G4cb4o)qW z<%yQMs|-J)8O+(lV(^ef?rn*PS~2uVeYgkZxj{SF zR=^H91DzbhAQew)FqPr0!Z@To3s!)J)2}8|!u6#y%n?`o_kLqrs;9szsLNLJ5K%m|els>!^6pEL9rW&W`mxnFCgY7v?w(^5(=-B}Jj)CuIe}uYezL|%^hQo*VKdPjp z$FELUm`Zd{c?A)v|Ev4sHAZCF0~F%lZJy2Vx4Z!8&qp14b0F*h zu%Kb}YH})8tjj5syKV>s`^k5uUrvmz4ctXDe1-@#jqIBh4Kk1rZwo3F{A~mVmISx# zJm_T#qtl3qMcpwefUJH_w{voG%F)ppC-?3(qEBr52yIQ08lxy`@ihV}V!S`pfA?0@ z8Qn{`))Lv0UyGiFT@mKT4I{alzymcCH>|V|dJY8CCvb^Y=g zQi(PJL#|NF?70s|9YlatFg?&BVA0aldT>+p+s5qsdFYz_j?&icD98!a_P$~s-9^T(P zLt$GYGXlVT&kEAebHx$1e*&s_{2}L=5GiuPM&zqye(@}ab&|0!Jnl=pN1A#rs!2Rs z@|G5rWM)CELOr2I6Kzu__1<@Fv+aQA75J`&l0e*fG2I(Q?o30Dj*S%x{n#q5+CWRo z4HR?TFt8CH7cE)=PW9C5MU|&GOh6h`$SWQco&o6Ej){mse+RqC-Ny_RSM9a=;Nbmw z2u1s$9wRd6t|5~wRqT@QWB2vjXI>>Ld?U3N-!NE`%ZpXAvPxxFn*+#7X@6hr-@3H7ALNSw;dO8$FQE=i5$6XFsnN(AG7Ne&dc-)i-&x_)}2P(+s z_qTV*-qsBnU4sApzQ&m|VjSe&c$+L$hTF&$So>f6KK|LWfpxOnIApS{wWcDNMMiJew{JCxtKsCcYY zAK#atn_5VPIn(D$VWmfnd&&+UT3Q3-RNeufHCf_0;L{8&vcZT0zGI|&=s@>adw%AO zqXJ7wUH0il3d61UJu-7#GeP1%tb|?KckCE&uAyIFP`+(7#@qX{S!Thu zuiy)}FI=fayW7PS6MbCi-7T*l9VeM?+A$HPDzL;P5Op7;2l^C_`AhOygbO1s+($6n zpUBk8B$dfCnxv3QYJaZGaXE2<xzuU~TT8Xn zA_1JRGpIXIG-ZqN{KtmFsHhmSIv)wN0lV`O5J1Px#SN*GK<$YL?h3j^six8zT}-o(JW0= zH;CfyzF?yuS-z3=?jJ&)9S((@1|OBksw-&u?nzV~3;o(oLrBOdgU!$*YFvyJu0=*4 z6BXJcPql^c4|7#Ui^I*{7{xyC-Wro%@ny*`r@jNNRpwgG-;6-*qY}xte$mj0N=RrJ zoFCxkwZ6efXp;~!YS*&Vw@64*QKz4F9+@@6;2;Zs^G$teimS-jA9YrLr9qQE0?T5s zW^+Xh?qzmFIenKst}i7$N_L!8P}q-$(V@u!Hw<+3pONf;z_PNcYHGTWwn}i}VRpjr z%VW3U0e#ucd_MmQ^(93wtY^taFVfbAYza9kzqt&VpCV64YUpRSC}QlNQnyYPJ)K2ha< znl!5GeCie3=)%G;=9BBu{MDDjh20}Xbp?@t$Yk>C=^@j; zkxTv+a78U7cgX&~oqvNtxAo!78WXzO1hyzzNdTMkKfjQBrp+ofV*ZBb&@R zgNR?voI;aAzHeQs#3;N#=4#bvR7A-S@~HpyCAjDDW}_mTsYG=We{_76%_UnS6sXaZ9?HGI7a%Zr5C^qs8+NnvX@-71u(KXqanAe*3YN?t1cv zKgi*MH@m_}a~2nO_&gzTmeT>A^KSTJ&IQy_&_iV`Mq3EUs6A}Z0rC%g(*r*q10ik58ESkY0GBE9~#~LO1Xnm&jx` zLSh*uw86Nyy3!1jnGuM-S&@BJRrX6&A`5(*{7C$d!ew!5Yiikz{cKRY%f4FJ^c6IBznbcQ`{gsW)pbhvX$=Ya<(i|n+QA9;b%&& zF7ex;x*qju9ishuZzqp09Za_WG*)wYjyf--j9pKQ>hnk;Mdh9s*0TwzV`<28(7On= zvfF|B=@g{)BYDwOn8EdNBpy#xCeG0fX7zvR>w~K7Z19pGMMN*rf2?=C z`NGk;@xg;Md-3}vks_+;004Z}iW6zVtXnN;81 z9#q1*W+rm63S4M^B1!>wgv-@RgN87b;|d|4pl+)hUGk%0hdrhV0!N3S(ne7A&Vy-$ zAGb6VLEEl*xBs7&l5_QAEIm7n+xLH-*vIQYDXm!W8RW2mrcH>OOt}$lcy~YfQL`x< zongZjdxC!-=P^0_afHTFJy$XA8T}@@9rq>z>(gIOn`&*VdX_SE*chl_*YoirAHQ)w z|B+4=i%L+ekCT#cks~893!xVq<-oMTcFcktvV=?E?g^0mUH+bT>&bH~#Sg@5+(gt~ z+IhFh-Q?FvGer4lw|loZnqjM&>Z$mY#)vv1N|Igxz@f=K%8L9;6vMw$KLe*OWd00P zNpf14!&VO{ubWQZp8kGW3iX2>yR93*zeI%Vg6r_~z))~L*+bCeTat~}y|9oQxM9dr zg1jsS6$DI0%3^kPwb2FNpA?YibiximZIyOkL) zKZ~%>+HDh?1eKEDcA7Yr%ih0lA#b9X2M9~ZVGr45;nimR+rN6w%XV0L4ye5MHXrgM zByo&x(`Tv=-8^Ce3%UKTU$ZMLUc{Qrm(`+x-Le%}xYfz`gv0 zifFy{v;~wYk`)j^@EOeT=695-`i|iRPza3s`ARoGJF}E$)Zo`z7pB0X?7KfZ6A+C2 zF|mAA3EaI3SVYZu_`u!DIlT$v^XJ^c^N@WI?_4#YY8<#b3nE+=Xy=xC{(;AZc~27I z)eVS-oTV^ZG`=va0~3on#c&&A^4( zeN+QEza|u<@Td$7)m+C{a{j<8Jh;HN9~nA1LHFNU03&lORq`w-oUU z4_4ag^zj0TTFwNJ>7!9ZgC_}j5h{|!!W}gH55e?(^A&>J6h4$MH0%M zI5M4L>c~S63Nz2OiSGxe7lZz^sc#E|Z7A`<30y*T*tKLo>E!AxDDVpEZg#*B!AQId z2!;({pnPvuXz1)aLf0l6&3?pX=MJz=+=wIy&HOOv_~m8t;n6AD zSVD{+d8hIY?tC;h`$BQd<$r@P_Bk>L6QDw&6A|9K7Uy|>qfx9YLZjh0!mFB9cP(F; zrk#5vf-O&hg$W}HBVqJePt^c)_%>g)qXu>*FlofB!LKq9iDJj~g#L5=xuCiF$%T~M zd}ic@J2u5{Yqp$o2MCZizO_5?m6V4z!3x{QuRpT7ViAZus^Y68VP>nQK~G9A@ZO1E#k3llIPh{ufcP2Qp0j!FjLvnaF}Ce z>``G5Afkk{9pwlTB2w)Z#Z$?5{0y&H4T zKYk3Xq|nhSD8gz7(TGC%A6J(dse0xcBC=WL7$`XRk3I7610h)S#|g;1v<10S#nD!G zjOug95;|c;6gW9gRNYhIjZTjGTpPz&tqkR_x+OYn!+P)^!I&vksYr1 zf;hsFGpIq;YzsEL)&(hvEdKk~@*#M|Ko+NLL8_T&>g!j-z=g~E8z9n-mUEJdF_-|< z`)PE()CQl#gj-n2yN?Vb^4$P-}2R2I@HsZjL(pb4=@ zg(5zo4sD+?B0GF7+RK1R4b(UYt=Y-TtqiTbTim1g@NY%MdLjj6aiW4MfdmvF#ngw$ zy|F=d&REH$r4IG%i7>O23%Yk7soK5aRG|8YoG)JsS;Y6k?JFn$a}i@2L(&yUCY9Na zIj2@Uy$1R8RV%Jl%526PEtP1aa=y-kqu zepLbzbjdl#F|YtHDPjd~#dqKqL!ebh6opD~2EeNT{N-_fgSYSfjX{z?IlY6RD^&pH z?SBQisVeO3sk)*EAChcvu`RS#Tg>{xjG2tW9TOTo-)+cPC6*7 z^d8(pkK+{TBgK_|eT+zZ;&?rT8!Z;zqxKj6`Idq>{3QWVOt!tnA0N1#F*TH)hx34FrGt{UElM2Z}{iN3sp4#wTR-Yl;d= zi|z^Bb7v}(q&~M&q(m$lkLL~Nu!%ehSdb&!w-<4SlR&3+yi#v3pO3^Fs3#grp7)yy z1P<(i%Ien*IHxQC$F->RTk4PhWPxGCLpfTtAgmMxYA1id#BR=8o;bw$=`~wYFbwg= zpoQ;xao#zikvXh*90D1^1+y(+uC<q_xS)JqcBwB6oa0U4d1gbJey zv_ePH_2`^m{BV;0;Z?23PHXb=XPl9Ogxd`?%3pd~TiBnB^4N)~;Zns-8aHurw!{hW z$Nk>=LL@yPJtEoxu~{ja?Ec*9x*|qhLBp> zO7JA3^4%AOh0hv8#yHx7P1dszDn5puHAe9fG7bY!PDxw~d>sb^{Qz^F3vrCdwGBuj zw;^3NKCcREcJ&=XDh}PuVw{oiZ1e2U1TZj0%3W$;yG5bxGw~!z`aXBf@H165g<}tn zG()2gCS2wesfmBJx>a1M*GFf>mtp~b3%7LQDzP~IqMz{-&nstam!}R98`7g?ovmNz zIktGl*+A^#h3mzQk_#2fVj{h$`xw^H>E1hSBK_K;W!mREv@mIJ7sq^qnxOoPVPibu z;`w-lsQKCs;0-cb0h%iSXab=k=Dtx8F<>=5l6zyaLv_a-(54<>?rshJn`4i*P=M6% z4`6*4a(IU1s>7G(Q}#@az6`!O=Ak_7U(AVU1#4|a8Kh(9r4@3WcL1@tH3;CQtK)ba zl88xMjRX(^*sw}zkjy@Z)TLb+wVZD#E8#lJ`aO<~MRq5>>BEazHQ#$JZli3cgLrx3 zFgTv;xI-zQkPAX*YT!vp@SPrltES5;ZF=oN&{zmt3eD#g?{quE6C7S_(gn-Ej!kfJ z6M+F=k$VKqugIfufZ6Mrn9yple0Yf~R`BcLO>G*YvemS=b}yjqY=`XlO(yv+E}5RK zu1=E$a5WO3M!9`ix2dS;eN_EV!(r*U*faB|Wq>V)($Lc9C*!Q{h>1ba_+8t~B1*|- z+%wR9Mix+`o843jZNIW@LXrGkO9Dgyj36Ox_-6~;0#Sg9YF2eZal(5*h+bk*o-AD+ z_>CB@H?~2$h={)efb%g$y|mP~YYStRk^;e(&qLJ{ACao>DCcP6iwu&DUl(4!E3PTq zxz8tja&fc1yHjh2sypx^T$3Bh@K|@-oZ>HE zifZC+-H1%?`SaLBS&oX7CJ&1_xLM#d?}vw zG{yoZ0vOLf+0wErH(5xD1?jEmo3Acd`&m$+{1uKSd34%Y4>@s1Q2wrKt`v6zgB|cf zF$ms~bWsmQcJnYJ#SFElH(1@b&xMA9Ie8gGXPNH3eqY~3;F6+Alw02&+uO-NP=a9r z(0zjhN`%gT-K&Aps#E8>b!jNIa_Z&6O)Vt$j)2-gld;WsBUkAkMTq7 zCu{|-k!~PJmh9j|c0Qo9uSDL9Tk-2@Sa{=&?P=*9Xo{kGdwGHTeb89L^fD`xB3=-4 z$viHc(gsa+%MuBn1!0Rp&uBb6BbI*%A|8E2vdZ~U*e>4lY|_OSNikRS)p@ivQK#6h zLrqh-B1GFTD?7Ol)7T>wrvp>d>~?O_YaQJ}wUw@$fWvzb4}r9!2y$&Ow`LmZLdT<= z5ybpYaN>ol3~@nRJ$?_Nt=w)#;el6|5pS&)*mzWXc}_>?n<0&izFq)HSt}Bcs80;Hls6Ns;!A#jJ9gH=86(n+U(KmlN*`CW)n)R#I z-I6G5?YjC<`e&#{Wpr?Mt~&I2b==Ht2|S2zjGckdN5G?*;)wB%4g~n>Jg2{XNjl4p zl&HySxD7l_L*y*9Vl^_ceSA%G2mwW0V!PAde`)qP;0W{(QERXO@Ysj2`FPn}8Z*fl zJR*4^x)O)Da6>h28MiWor*y5=pR4AuBE7WB>o%asRwe9RwXu@FtmjmhV|d}Yt$Uo& zfy;+aKA~9aqqd2r+SY%1n)>{gN&6Wq8w`q05HsOlEI5^iONZ1{t&?&yQ(lfA3S#&q zmk5^%zlRtvM}Is9&BV%n$j5?lBhAk^9!KZs=-4JIWScHaym@>X!arLRhF)x`HPjJ( zGL#`an0PGwsIkVZ;5@}I&g*(Se8Ma$nW=?>E_zgu&z0UlVoTF`N%z9a*9xvd&D^~_ zg_jQ?p%ZzK#lRUM#A@SmK6wTTuH1i0H%q$`Eq%Tgczp2K|{J~QNfo)pJKSvlIVM}oU}R_DRMrj77$;EAQB zpk=x0{7Qlo(JlFq;Xs!~=<2>&;V&4t_kJ3W=#vwf^u3xMk z<@Why6>P-TO)0?|ORN}`hyk6$y5~9CvK~2%YQG)rRM;~IOsC5Zy@8}x3sfYCLYYw# zQn>>-ywyy>qQDWSrs##>zL%wfWUlqut#6No(z6ySvNeFa!`0uk%6$+pLZUdKriJC( z4iMX|pS?GVm`&JBO)#R1Q5rW6Q~Z&StN3h{dqx~uBk3Kw(Nm4vd1LOzld<>cfRK99 zT$0edrQ66Qv%&h!v`kki`-=@+FzuatwJo(gHT zh)-ZX7=tUtxq*aue*`2?6#2~!I?zOA?%6(p8toBIkJav?vbiP(Yh?REHKk0OosXZM zy*-biJFQAu+M6D$!mF(@r@_glFEgVSGCD|M*1X~}aD8iJH&DmNDoM=gwF`T8aQP@K z^dm23)$e_}3D@g_d>vmWu+@z!Pgx=G?*7j@1%SB3X}Eb4wL! zN~qC(jKMTIwAjo}q< z63+YxY^@}Pqo5v@{*U9@MMsIUnfn;L1<7uxOLm?6Oxt%-Tv3pSh=gKst8vf)iYUxm z9uW$YK0uJ+>gSgq+ja1>ig(RiO6Vb8m$|?lb0}_reebJ~-jjaRibVa50j{3+o6;M) zPVE^>JP__vBriUnvKedt^;s6zd7F>Pv}j)i%$rQxr&gH^v^>6wQK{C2N2>?1?E_;? z+}c|^6JC9019#4IKjYOkB91t?y>wWtaJJ{FJK^Nq;mzQaTPcZ}Fxk$K%qJD=JWXNX z5hB^KG<_@s<(Z>M8613jGs8p~w3KJ&48LlEaKBDJ1qx!P8%|Fb0nk;FV-;Nz_k|uEvKG?F%=}&s+AbZJ5%UU4+Cv^cwjbp?x(N=B6y3s~V0(zA zjHj>(){({l22vB{${~CWzoeaY94D5|u0nP^yB;$&P-gjF2n{5DFgQC!^GM&A@vZ(&KS}ci5(Ooi=dkM!E;9^0S|!{m5Ya8L_b|` z=$Nbt%wC-4Ah^k2!Aa!b*n86F zV=Ld6)b65G@)EiAypAvy0}`kkN#d&7jHF6VNy#fJDk8fij)D@4apqdAdhcq(@24dT zS6h3J5k~3@fe4zfuAMgFoh?G)Wzd^=Rgf*_&L{1J-x(I)@48gOt)R z$dW!N=7V6%KRFXb*&HA)I+EGxmsWR*hfkxSK&+e#)#h^6?{iLg1#$<8E}~J9luuvO zstN{PZF4S1wh49|a}S1dPc1}ZK5(*pP_?0!$(k>S+UBYnmj2>sLlr`>C;mHpOd$!b zkdNe4d;*1+JA<;CU{{%?LU$iJK=sYZ(m6K1buALY9t2^B5E=V2yqpF(kPbM5*2k|U z&R#A{&Dl|}a(^lEJ;2WQ-%}@i11pZxR3RH8Q6jmd&qh&LXaz|q+_&Joeg~dYN^G1F zI)q>Ao&phKcsO_eGZ7D9{-+&!jN~b9{bZjblvAY4I51s7q|N`XET)hWr>RQjcw8x@ z?!{e2s18L_Rz<3vz?$QK0q}r( z77iZ|g^$G@gTHwEoHy6LB;8fzIj=eT#{6{ZIYKh$zkSA`iX&|^(+*3aRkXuc&?>Y{ zl9H0GiX_R`roGsHEZ2%tooC)(AdUfx_x)w+tQ|zSM%X@xLxKOa{pY5wugsUgD-Fh5( znpf|@UVnUXKl1->12PL@iWULME}U}(Zd7m}@c!}h*7!+<-Lv;Ij59~2hrVo~X}3`a z!O9U#^5PBQEW+AxUNXq^iZqS;aprF0zWi+m4VnA-jQD4!pIJhhmqnMe&%RJE<)){r zg9Fk>o+w^oIf!Pw>v80*Z3LVQ zmCS>p|L@DNL&f}YDpx~O9QH(TDcE7p`a=cV$w-i?Bch zzwl~rvG5T*chZf92qFBL0t*z#+|sO+rwxB6vQsW&D8-f15W@}9h%6lT=ht-6fvm-`T+`Off$wSecOJJ)>eZW1QxhaZ z4$-ULqgA_SGzk z#4|Tm>7)iwvDSwP27hl?Vd>-v9pCiEYE)bTMLj)5=vH5 zd>qjZ_lzh?o$i%YIv2T$IaxoD`Cws72vG3oir~5nR-!$FX1QYh?>ow4w>(h!olF~- z?Zs3jIkta@A66z(w#OW#e~9e-zYi932KVtGRd&8|dEoJPMXmQn%sd~l6W0a2j-tk} z{;)OqVVeyKWNzk#TVtMIwJ{XtwvgrfQ2Fi4P6y)6UsArh*JwFu8TscpH@)f0!^k$* z%WX(vTt7XlFlp`X@D2WZv2*AI`ighgT|e9I0_lpAblRBu!DA<|2D(n2Vip3Z=90F8bzh@k$g!Mb9!t~wz|gg{qHv& ziJd@^Ss%Kx@hY`IAU&;?tkgw??DLY>s2voN$RFeRsFt4ed{h1jdE1(G<@;`2Gn%%! zPw%|-8yZt-=ZtetnG~8n+Yn6-cGR8w^W|}Y_m5V0-W#9JN+mxq=lv%D=^%(%mAU7C zU(!z^quP*9a{RMshEtfyU$f{-$L6ER6v@lCt)A`>UupS6kzh6%LG^7?C-ylMaAvN3 zOgnsut`yIj#uNGa=O&%?iX>e*DY^9 z?p9)Wa(cX%{C}730IChs3fO!NbNs7g3n9m8u~*{++)gq}gU(qsqt}zpnG+(7I5;yY zp|&eO6tYXtFNM8|cigvFb)a_1! z+WzN?^=R=(5QhLTWK&@U?MB^2^e7U6}{p0JOGEeMB zc?nuNP7bGyrfPE$tf{JUN8jI;wF#A_Eq8OSyWutaD&wjDL6kPX?z}|W>sNo|*{a0t zVp~OO{(SDeauOV2m1s*9lC$dfzn(86jHPQytSDXQG7It1feUvnIC1aJ(rw(H4?f$r zlQ>Ptw%J+c%6_Z*N1hRu93)Njos=wqT#qBP{Kv8qUi3cEx8(YgpkM9uIK{c!rt`e` z>fnXmp^cFEZvuF`bMlH`bA&SmL;-|lM)k&7Q`F}``=1CD-GO{$mvVM*4nA^ zvGxr}-#tXQBTG<`qw&V=^&jKji?Zmueg%Vvn#QD5#5Ka3pe-_C;m8Mh{7`q9SpIM- z(f$_oqkPCpN)JA7#*2#rix%h!wU`y8V6gr|a0}_}oBRtTYK5FcO`b}QL=fPgBv&Im zd)yB+)%-|>^W-zz_~^4Tn=9rt#Fif!A8&UD$A8E}fAuNj;L#R7%Y17nGN}gY0Bh$yq_@gIzqHr<+uL)VF zfA(#eg5{XlVqH=DtB4KC`>X~R@czmVZl`>b$O|7rY-Fm1Oltc^71}4N5(%Vfu zjgyZPm9Zyta0q@#9sLeIAdf}*O*d!kk=G9`+7FLE6t-?P6shc!rJm3si{2O9HK?{o zb=t?1H%)%r{Pulx!++*yHVYM0O4i(dbozhS?EsX)Tjk<|f$RA8Dw_1U^>+F3$K{i`|v?Tf$)@}FmV%~ zmOsAaAUYF89DkE8%PToz6>+gnJLBy$AV!x;Lp@SD zeIFHDe?5w6Jw{Z+a$$^S-^2d-5WT!FFfO7o4FpJFDFVFif5zcJ=ctpu^w;!%tKm=M zaA#`dzV7|5zWUe=DUWErpKUP&rg22)Vdt~&-rY~HRL371qH&)LTTO6enG&djfB14J-E$LKFY$e-CxM5L~1z`ff^(8r#S28pIalN9rw= znsZDqgZUpp9$4FMcb4*-wYKO4y?gYM!Hc@zPjx0P+-2RjqHH0+{Qdd{-?I~THnbD~ z9GvA&Mo^N+9Dw?QPrLZ9JB!7KLzPP+8R{fbA+5%l65;^F0q@?!5?;q!RO;Y&d~zJ< z?y+|BWpuW$)j!_9K##QWZuI0hTX|johSi(m%_22$B3^j79M12;S+<;vGITa zet8gnYU$$DDSVG41;i&bCZEd9R$Th)2Jq-o6XlSS4ZnT*cC`v1l{NUFm;$+5Bik~3 zVuhpO0haSBqJ`-q@>gSnwqE|uBx=|`FY~2YW*jfZ$&>~eXEQw9h|(WC1*Y@AOr8E z_{xX&>X|>?vVo}jmRo@5ZR1AU?mIRbZ@jS0;3Se(+ZBKE@kT`?9D?z%&X#GzRg54}p z2a8FQ;+Fg*ub5TdKlTveXfu6@0Wdmj-L5-rv~b(El^i)%>cZQ9Mt+#Uv3B?kJ3qO{ zUAlY@zjGO0QpRi$!BW(aAOdb`+L@kTr<|V_ zbc?DlrL_knmr!4s=1n6V!HUk%Tc#d=U=Mr>RFomXRA1aJyZbFsvpF zi*Jl58f}?3r9%*0Q_s?$!GFvnXQBM-c|^miu693xi0vU*lJOzL+|jLl2UTd!az-5w z5;qX%SE121A9)elpycreoz~tBNQ|b2oMj&hM%YiD|BVFWkdPskb?x%7XDbe?YoYl!Ycg7$4bFPr*&nv6Q`CvHF-m&bC~wwf?WBxSBrW_`mH{eqNiU$#*@ zh|`?;=hz9~x8fi=3_|@h9bOL~5 zA-6YDJ`;rKzmsx6_C+Kef9PM82KTN6!Im&yI7x&41AoHzh#_#|HhI7n+WVrYGqhlF zZLlr)gZmCm75q8wCXKaaG6hVufh{G^?r=P3?=K1GzZ`W9X=I}FB>JkFs1Q%l<0V=& zFvIC3(!@{%_R4Xj%oH|q?BT;_xz`%eFBH7dDJi0R5@rO60JE?PPAV5KMGX^&bd0d& z0`|2kIr=hT3lLKqu_okUydrN}GNnveIG^J0>a#=0*~#2Mkv)8tbFGmA^NMF|*KUol zw>*o3kD5M!Qy;CZs_hs&SuRcu7by1?C4m8X-&W;`6M%s#f9OmQ6VV_?&h*cv0(4x* zy~GU!HTS;(;jmDm)>llCJ#d_ah7LWBCvHMQ=f64ftRi0+Rb@frW{{f?^2rGSME(3o z`_Fh-i_zO#8J`iQFNQ-dO?_yLgTT0e7>~du(}u9Wmn(=7Q?eTO8dMR&(kC)Y<-^ZI zBySP1XTw%u!uo^j=IiS>55jg<$$x-U=0;}aeGf&JPX%E9win$8kwHlagIXb<7raHm-iuf`rt%?w zFE}3w-V{%kvlH`DXg@xwx`OXN;rm+EtxlIG?h=e4yiE1ac=HSA1bUuSnD|Ob5&a`4 zB|JR)XuJq^g(lXFPtCPTSaG z@DUjd*E3G)9H9i`Gni7&fR?(;UW!1bPVHY{!T()yWIT!gGoCQf6;d*`ZP(M&Yt2Gd zxX;UGRsBKl%MWaemQ~mA@NpfT+!bqoY$gXzbRufyOc0u^gzkT$0PuK7k}*|snv(b^ z$RnPx^RIF%QTORsZn?D0@McF*SH?MwI0dL|eQhVhS-~QMS@lQ=cYX%B+dKY2q_)V( z<&TxK{q+<^Q2L@`i$g1hxhi7lrt-#}HM7TJ*1=Fiqv*RbMcc@GNL()-4c_m+ zYn#T2xGFsUoP@Rt$;*JDH)NptSI=5kFM-a$aBJ;H8X@EW>A!m}B7O)7R4GGZa-#?I zXDIpERm(YB5vy|N5WlLDEAs(*0Js0Eh%^Al9->kX%kepi!`MNLF$wgDh7 zMhI0{v$h-XVtodH#SO7#(u+vRnd;tjZ$T^qEU8UC14P`lXXqc47U1y|Vw#&MyO+Ls z`Y_wbpPl?OAZHXgGbQ*5^HD)m&B;mwDffd^z-NR(ivKP;*d+q(1|jbF?=FCBs6y7u zbU~&33Pgy118=GZ5bGf%FE|k>DfadORL;TGf8nN9FG~zw0Nut=^eQ_Zj zV3eEiUZZk*XnLxaw-2*|L`%unV*0q3e%t+XEBp{r!m4HWU zu?b9;y-rDm;J1NP`m#e7@U|;;T&K&Rc)fqjwmn$@>5}m=UH;4F-tmb8o|IIchra+*38^ih z`nYrdo}&t$0f(axAGqVjV183LZ2vK~9eM%;mAn=vmv`><7m{{V!maoKwY!!k;Z>TX zaL0<=Nz@1e0($`dMtL9&umB!_6Jp-Y%pi(;rWi3jE2|qtQenX(v1-z~6^gar znD{`B26%Nm5?8(nZ1dSTXbpd+7B0a9?o?Vj#O4*R^4#~L#p%R!tQMiks@dBZ_9JXA z<4~;qFh*)fNQ!M@e3je2gHPf!DB-52|;ky<1Z+dzWw`<=pW#nh=7Q!D27 zje=>GVFB%#u!KxX$=4!cx_V*x8Le7N;M_)ui;ha)NQaARS`ao?wZ(I_jzlL0V<4=P zhUqI?Ufn%xdXSa|2zYpnOfJWWKP!D2HUke+4+ z$4Z-Kfx`c=@5Qlu359A3z!F;t)WU{yb~>Wt_iSqcWAz?Nw=KNJo=;)d-4ensr*26+ zXHkf~0^%Mh;3WRjK|ugehU3;beRVHKE#^K_v7EaGWKXIzqJRWA#`bj_X@n(y3kDNICl*Wr;+dpT=L{o#A^R*`wI`R&dr0>g?D1p{=IirvL15YkfumH`c=jh#h)r z#eN^K@|@4=J{}wB=5$rXt`=CwOQPvNF^x2J`BT|JKRdIlfUhX4o=vXeh6a3hxfL44 z`v2*1Q2Kt*hZ885EaW@u|9S@Z5mWA59q$$*0rDy;DhjK)7RLbbw%<&|sg0xow{Siu zla|VWV&McZYKI_=Aj1^A=Z8(84M=43ULd?X4?xc*aXhjQLs)7f>6OkOG5mxS8_UeU z_ z;x5_`*1$S;X$JjrYWMDZukL-`#W&{h@3|vyxdg}tY6(clHXzO~$i{t@{SvNB-{%^r zR$P{O*~dirD8 zFnQI=k#X(V%;ynSalagE|53k3Sz9iQCzYI9;W`4s4TOp)K~ri(fj~z{N|d3G%{pJp zrhFqX4ju`UUkdG5hLy-|M0tsNh=5 z@a#DkAHahwsuEi3Fg@?yzSF^7v=+^_JH{$p?!7Q7AWf0VSu~!dlOlDgE=aQt49Lab3cvUpNZ0QbtQQEIR0#flZ~QJeYP^8I4NlfZ$B zGlmvmN4XI8){TLt-D`bs&|p)7oJs-;HJKZ;r$p$5kBGTbR`=RS-26Kth)01g1Abktj@Gb>;wiI~hbG{{ou!g~G< zW#tgavSQi7zl>x#r}>ZWQw?;UzLOQZ*Ew1n^hG?)|MtHuMW$mw zOuoh~fYA7<_{afW;791@H~Vc+XtThD+?4l&9sq;`4wt6L<6#Lejkq zd>_3LT0k(_Zq&5-$yd8A_XKf>wiwWJ{Of82VJSdX*k|=Zf9KEN`@e&(c7%S>^bVhZ znaTy!r%_SC>up5(tDo7+-vDAlE2Kwl>+W|0-IgGrkB}Gh2(Ix@ea-B`H1*Sfe0P`m z8gz5k2mrfSc0{-tj}Xp>JQzIJg)!{2VCO;_sz4V_BLlBlg$qDf-WR@V_2>Y~5z{sI z(=@Mi508%>h_WwGbJ=N{GD~Uk)}A@}%uXlvXLKP)7MjY&y5yyPm-q9U2hjKQEp3tB zFC_42F=j0T3&Nd5b{ezd$|WGyMf3+y6-+ZdKw|s_2x_u^Zvb1zKXN_3lbD)sK!*MuEzd7|vsc}*Q?>JH zU8hPX*JNOjXkJ~$rHkEo;Y~ydKhlnOg+{C-bEbKxy}73r!5_v)*|3&QmCZ{ zGiT)Gw5>9g_khf*O-5ya>ori)SRp=za6+BWUfRO#0%6YVL#=_UPb@#F?EZLgAsMXM zPJ~G$YZb^M%@7PM`;N3`2@er&-6lNyG{ThB!Gh?@DHcs!rU6&1Cn8Q8F81<` z(zMj;sB~+jd38?Xj^EKyDZsGI$5;0540H49FMk1>J0_cr!?R2A)RzBz?WE~_DTxSj zIG0_+Y`4E$u9Fa@>rz_STMSo_^!@7f0lEOW-5j(IHxRj>U7wSa(^HVme2bKP^c4cJ z%6a_8dZqXvu?kGxM@wF)7Z~0jopJ+vX9Y4N_2mNxz?BO*O z$;hI+ma!(;r=o{XdDmJB2gQiWnzqxZIaqFgXu8DipC9u^Y)@_Eo7*iVotezX&BOy& zA$ok~!qI5Yi=~%9$DCa+@l&yi`;Q%hALUHPVjr+;w<(6h9eV18U0`bHoW+isaRqK) zU(Vs)DV(uG=%GyjR7j#Htcg1`@cbQJjZjY(AN8MiYt`$NR4W{XLL_w5eZr$!hXQc8 z9vxq|?PIHXq4du~iJ-rqB*68kIrP5~`%lE4z}RMF>(A(iH~k?ci!#m>iW_A}we~*? znzlprksNRu`z#Vm{iUxMApRc08SNY%rw^Ih$wm+<^#5{%x0a zLpGI$6%S)09}2~oCq4-1-{Mf(;v*F;kw?<)6QPwuPS>5lKd-q{B~h+=>DWMHg>{L~ zD?n@AsJ{+c)7!%Q+C^h_!^F}d`v~9bhK0?X-oq6=O|F6(?Uso>g?POD)Tg)V(7m%< z`O1RgbzRO-;&zkB_S1jd?&Zn*i2zB9g&t0$kG=wb;Sj{Ej;#PrQ5gJl*DZUf}x#9$7C#cuWo=BVRen}q19jU=wM zG28%H+@(4IQQoC@>FG2~Qr=u&Sdjao$-ukzT!k$%wFe6s4QhPO(f?^DL^Hq(%l?_g zT;>+I^~Eq};6{$z)6e?9w89pcMq2v5rZu%P8S$3I9B5!5dl-G9u9cSVmX@x)Ql4&? z8qRE`r>GUB_=fwuuIR6*;7kUL-cOMDQowC!((Z^f)9L>3!YpA+w@9E(|NcR$%Dbkz zOqTZPQrz2iKMPEWNjUMbkGj$x9*ulkWMteGQHXcqfymtaLFZgEx4Lr^BS8-r=V2?v z6?UdCJn@))%g7>BRi^ZLcXOa={`z4ZYaa*}%|uW$nc8R731+uXL05@Ud-_4Ml?Jde zw`7<9zz;2qGOj%V-X~`+yGF#q{KapTg2!%QM$yEI#32ClenU~SAmV#sb7UdFXrmiM z(`5a!pWDi;RUpvG%zV|Dqk*vNiN05|KL(Z)^-rD!E6uReb5t$GwXW!fgHjS(y=rp^ zwBo$8R@O&a=?@K)C`-RHv)Bi!HXo2bOvWhRJ1s%MogHO)AZwEjqmfzxc;FOLN~Y7q zWE70`a?oK?F9&^S^f!R0WseHIj+*(f1bpAfBKpi!`Vx6=9*zyF9yB9%ASi2pE?}lTic2jHW1PZ>` zZ;tlfd1B@mHt98s#MmedpRjv9kCF;v%)eBF|Hcr8ISb|)-;)`^Or<$B)$Pb%g_(>P z7KXkGZ6r;KeT5zr1T&*yy~~`LVmthY@A|r>O5CGfzjNP$DNhte-4m)2*8B>}dgS$M z#hs%2p~MKpQ?HoV4G9^3gkapfior?&f7jMmL!--vjI_mxL5j4*3^G>0jQync_cpBT zAtMDgNu_b^d70`{TM9w`j>SZ1#xabrK^Sgn(={AolWc{^&`W*8&gur=)ndmdouJ%j z@z>v6Oh8rWTqBin7QR7++*=GJdsVF1i$j$z;DTs}i62id*V}!h=?xLZpww`ND?s?4(N# zg~wVlL&-%#J zItkCsk7mFz(5kOcucMREP*abnK722LD7YpBu>WQ1QA8A{%U*no;v%0Ky%}{svoB`X zACpI6ASqO%VO%U8tT~*JbR9(|i%)887G*(i$;V+YdD*om8y01^#{9-9dFS`Iio%I64x zxMs1Zz$(HAK9=JYd1&}GO@q~pT9CB%jjm{a^DX|fFMvl~>GfF}?z6)bXE+V`$+}AQ zA}I|L20Byd6l+j|7t+mp8Ny-{J;p>1{w%-*T|0V?l#I@LDiEmbqg771kK?;!pQ{i% zGOYUi7&j2&z(H@R-~7UhvfMbu?@b34rJJgXO51JM*Y!``<3OA?@V(p8dNhhd)$4-4hQ*16C&^;LmzZQNouAJC`^3| zqMDIaIb2Fr<8_wI5k{82S*ICg9uZ<6MwTCj#^W9|L!O7W%#sqzqWU`F?mDe-{*td6 z$gh%md^tX4VwRZ&^|QpQwjS=TEm(qubzTK$p~Z^+63>m~{nv$M z|o^94rVjwrJ# z(XUN$Sq`9HTQd-xeA(6lEUah6n4e4E4{`OKc^f)Mio?xu z9naYD0Ymt(cSp&z?b`R=kH1WMugEB8eIloxm2}zpa^=&7XFc&DenwtM=a9=IU7K%2 z1FZA4AM1a@jzy26Pj7Z@$!7%)Y##a@PIk#ZPs$iT=}+G3oiNX{?eeawnPOFB|GAq@ z?dvAY7fD&=v-_~@c3$xem|->nYtJ$ae-0Xws^*(`eKP$1>gYKU6q&$v$zDXlTZt2W zK@rGeStadt!(J$@&5D_I(=j&iln9;5Nq5;@DNtC|h(@{=r9kt5(^aK=!C}(vh8zR4 zwe#u70a1cq&M{^!M^#?2@6EEHI)-s-irexDZw~mJb!(gH={cEM+s|ZjP7VF(Jtr1cR zZv4_5wb!3EgS597@-8=9Nt@-Kgy8lm=m|*iYb}h~!d+^qp*9+!gFI44{Zk9cEK~1C z2))5@BcU)`NFGkp>P6Vho&nL$rO)}T7w8o3sEQd}n>#aQqWTRrC-FkHW}5L@`6cM7 zqFg-sb(WSz!(F%{D3tp7+Z6?gZG^9;=;6sOw=&DqSs?*#31l^mEJAfZ?`xefxzVw! zK}+{~M*mJ|W!;N!{$vK~bUKCi1|hNb#CB}A6XcD@|u*O}QQ6nRJf z%zHOEdA`VEUWKN2pQmiIn|VZ`rL|fOx7T6pM)HVU_l#CNSpakaGO9B?{|af^@=mPn z*woI(9d=iHSMWPD<@d50`530waNZ^SnUJZt!f+IC={WLqr3w4agmU*wI)r9(K3j!Q z7vK3r6ysW6r&=TE>DRm#jK|-kN$lLcbdYL>k*VsWsbW_f6v*r?MDLwZmAC(HNbAfW z><7%qsa@rD4U7V^%h5y$3dqeXV)^vx(@&Lkiep0uMz225DV7R`-n#Y@HZ2jF4-lWL zIQDc=Fu&vCWWUP_QCUFGhU?e8m(S+P&r8@Ft2f5Hl_mK5LX61s;s$5;p@x1(&)Hz< zgAdj?6AmfHGmm5|&$-?H&MrUtCWKFGgE^=rYc#?D=$jwjXq}J!{ll%`0~wfy^J#@h zo50y$pKe84TIsqus_t#oPCQvjP~4LA?RY>P#gCC9pG*4%!iSOml-=Ayp-_8hwlqQ; zr?%Ub9v}MT`ug=1s^SE+E7Ad^9ojpTY&9rbS*3jtL&zNd3Bm(`E}&|^@i%k{AE{K3 zyU{RF`xP~Eb9Xzy+IsKQ)AjuP^*jTAc^KimB&l2clw#E8Y3r@#3EG73Vl#<2g&u6G zn1AKv8}8Ae%(8#3M@z{hICVdnA1J+ebjw8)P3639wehRd)GAKJfTyfVm|Cfn5r@xg z9Aleta{c;s)=-&QxwV}95#dRrqih<2oVL35y z`#ZO7q(CBi4zeF(ryzw`wz-Ws#GulQ8+wmB`=iLhyhP}cvNv58;%W*i)ac&vA6|D* zX>@i_lOMV>jHDZ2?4G56wCfn&x**Ouz9P*5dpYXja2Vy9{;jk|P{{dF!K+rU7V znq<~czVUkSO}li%)R-{SwcqLc4y3ueBpyZd(&$ zgi;X)*X_ku#Wx{cU#3?VYD&(o-#)vj{9RL~Of1s%#9JT(Y>%`W?=T{ljJm7)M1gg@ z6Ibe$U2XlQte%;C1k?33YU2M9_vZ0beqH=`PKS>9n5S^egeW4S4wWK5LIGYMrl zhR9G<=IKO9N-0yOjFk+TC3AzB$WUg_x~Thh|DNAJ&tK0!-`CNXb6wZI_FjAKwbtjo zq`l{V92m7#wF#Rlw(34<-g>HZaexYCL{4=NLpd*eU~Uym^g7d1>Z`d&oXx&0=T<&{ zI?M1_y1n_(EMWuKPL@bIkL#kDd-D;+8qyo06Yk_Q{on2?JQBuiE|Sq}+PIf>J4$bn zRVp)1UD!WDi5Nlhe@0M-f@=LKMMWf&xYi94$PGS4Vng=d3>ZcH!?THG2#I+meQPD1 zi+f`9tqO&Y%sFHA8ExUH2WT3l8xri=dV2!XV%Oc}0d@I|S5hUH?=}fPg-e9&fhw3S zj{Nwr1A`CZlv+|=UwX>HIP*H@+Zj2Yhe5wjJBY$8U10saD>c=Flz-4vJaTE$(!_Hy&4n!xhM_%LH~=vRaB{Z;aIVNr36dWHST z)%4@OK0l~vD4CwkI*(A$90!}gN#<2+_aHUZ#D2u9Tjrznsdy5G3LhS4zP&Y&x9KM# zs!C`_*NHE^U0YilfF_&!zhbXI>R){Vz0Jmk%( zq>Ho!rF`;^6aU?O@ND4C)xY}8)P|R(vTjQFy1#P@H^@k(VS0R+Lohp>s;VzX*!Cj6pKhr*Ps1 zKCm3=z+rXOw|G1*PKC5V|5?3E?mTF*I1~mYQK+}7oeyMl=?}(N1*hS9c ze(TFQourUQe5p5XXR-N zX&J&m$t4D@7~A5mf4Ryc zrdXrt6?oPA%yeU-Pfl>XU1@ff?-JnG&C!}ULaORA_mfm4=W)Bbmo}jE`e>%4gKhx= zii2rajvGRYNO8TG3EkO*sXTn>gsc8{IMSuLujz$~$cwSbxmk{kw4c}j_~1KXp~7HF z3)Qy0eqiiA$Umo@{0^Z=87-q$o0vT(zcPLwjlNU*k(j(seZOlkLYL<_B5nY0<_B~) zX9&Vek&-EKzSbTHnN)i5^w|x0XJR?n+*EVe}lN&N{!Z8Hn4T2(`Q54T%`_+b>hlEAsGtVu zsOK!i8{hXNI8STB*2Mdp&K0$pKMYbgx);MI5c|fv+rIrkD$2{f>*#OrE9=(n-H^x` zFCsXJ*aVpaW;Sx;8&{WeMY?t*vA?T#k4uCM;{#cfQ2dLG%0a&cGdN@oDhB)dp_&<4 zZNz4IZqlicn)!jO%Rhaw;&J7l&1BbbU1Iato8-@fHYa}C(6cW0iO#nIQc&-Z4a@*f zbfAT7TcFqwlw73PkPn)8On%_-{R+wdYiHTJ@)K_&sX*H(;Y;*${sylnnkILS*yVH> zde-r^$!`n`zLX~4nhpyb|4K6_l-EG?S z%e`+rHRoJa((V_mm@mJdXqFlD`Jd!qK`l}9t zh>@`@ld;k7T`iV%Kalt*3QF@!oWgCTdQ2F*)Y}}(MQ&uIWNFB5DwF{t`{dpF6XCxz z3#XY?f9lzBha@Tj<}~xxAtbMk_>NIN8T9E_rnD>f4PlDfDPj^B%qy}R|}w_f}T=&qxG zNxr~f(9HQ4B^5vGa@R}0k@I@vmsFMKMrXTP1op5(_01Q^Kt}S4qM0hIhM^8s8tCDX zZ8}FEpKBFY@|O;py*YO5wAq!Ag^N%P+W2-qYV2-Rz||dfwhUwr%!A_REi!qJ4nif$ zC}7Dw4+fV*bo-M)gjt18B0^`R`=I5Kbm2kR%_jMt@XyDkM}=<0@ba`AuaVg`AJ&lh z07^0vWzm&2Hw%{!NCp)!hj1b1K_g40_V6+Q#=XYkDl;$zg@pp44v{6WbEU2q(X*`&?>iwm zmU`Xn?#Xoki`GxSUHcj9%6~Arp4j#pekmE*8{3;R`*Q|+1~HTT-l}Ccn|`H>a|yrcN`+sX)hh@y$zxHpYm`v z|I*br4~3$#tLe(kWU+`1)zlo0bN&845%Sc}2Q7R$xd9W;@UvSyJRlDWc4hmWzZ`?o zh+eXSWIBe@#ycS^+ohI&8A~T6KOkC&=g>=Rmm_GX1}Yn+R*Q4i)=wtJ@lTz<_|*0@ zBRMA2IMo*{4AjS8&@uPZ!I?OyDwT$2&f1Ur3V2z;lRrKRwWu!^wLxy90I?m;JBvGw zY?`44fmm{LqT&s@h--e^LN}n*Pfg1}G$`Vjg%#P3o@U4D2_gw&%PJ3A!Ug1$9j&Av z(rc_!d%AHI>elkL%SOP@OsSSw8#nRxHWppeZc=r5qmQJ!2lAgPD zD@nooHR8oQzWd_E!G-VKTW=m7w{@UG?FGF!Vj6q!Ra?*hlxdeWf9i`?A0!*HxMGh) zBgOsIcGd0+bHN;Xw;&=Fh)3$`#V~y^@)|!6Art&a<_Hwo*&xBd31d1c#*f69`Qplr z=4l9^#vW`Bk8BOoQMCb$493io26?ODi00#$ZxdBAQoiW^rhSL9ww?FJdy^aTNFMzj zDHZ87?ybE&pT~t?jwQ&UFGKVi%fQ&>hWwSA0bKvn3pQ~$%6PZ~9sNQn*I~;rIq2cc z&OQm8d})YiJ)OKV+4*$TWN7umNf_=!uts0**?z%Qi2QGQj^V;6qAFZpK}YP`CZ@pz zLibV&MKmvrM3{<7ND5Np(a-Z^LiT2e4{VoHEQhoqQxL~tdiURf0|+weoI!)^ttc@m+}_ia0p z1%pb0E9^i003&Aw_1Cd}NEy^Zl=IEZuYQfaB=D|%(!94#cqmXt&3~G+FD;| zm70~AS*rkRdo+yijwCb*K3VG__BDw`c zL}&KDBDx}&Cg#r&5#1qV{*#B>l^`#oL=^1J|L-@nOsmt|*Qay+`t_#n^FjFEh!L~~ z-M`#1v3ZiC+x8$NQMbE@uk!!x8M`T{O3TW0Zrmu#?SI9AN~A-!kW&T*23O0s z9sRbLFUwSDf)5N(c6?9#(!aGew>9v^)9?wKbmVM<+e-?o?cM(p^7M_|hF4hN={;8{ z?RP!>{Fy3t0>S?~3-E?nSeQqH_Rvwyf8F;y3>lT17dDgruWx)OW(8Bok5CnXBG}k^Pnr0}JT-GHV>?x$pI*Gcf)-+Hr2$dO4EN0cWP0oD*p0)WqmPTgLxu7) z!BgSEZY$~AYWlp8fJ^4MvfI-(5r6XX_0fT7vcC&2_wa4kU2_a)u1NBXlq`EG_mcl9 z++LUhhXb0hPm$ew|C254)Y*?e#B7ZY!oN3+I9qL>i2tqf;(PekHNb0J@Ckmk>l?%I z$gDMAll7N7DpEslNz*J?H4E^g4u51;@C$|iUkqpn^f;z@%IElt%d;pvU`y_dr^B)5 z9aQYyZ3phNvg|&bbu;8?L1F)RU1PzLeKfgr%$}#JNtpN-$=j>BKZZnFue?ItuPzh_S9~B%R8c9k%0J#nippTyY~?COoP_nO7Dry zN<^&geklw0`>?Tj!;%sI;&O1-*nAWjU0^lDKxCMR{}@34_42fBPPB82y}qHCQBCPC;Z@>#EN+1`H)> z{jAo2ux&KLsE8sFa&Wq`ZgcSb zxIrRvN2Rd+{kl}BZgQ$%#qqh@CSTqeMmOMc zkRz%P@M<)oj=hUJEnIh=K@Al`$6D{*-zxT<-s+Pds_?<;BX#qN?F`U&GkG_cS+3N% zwV|U1KElj|jl0LU=j;&?nUsi;D^`19HWKU6&^gd@_HeNprn8qpuTo+5h;sZkLgb%2 zx*Qk~i`vV^<+0}-wNBg-bR_w?$%VD*$vh;w@m`T>apVr>rR$4D-TkOD<+e?yIhGi| zMRPqodfZA7xykU;!*?_lL)?<2T5hWTQCNuJ)t&M^>*zfg!COD}pEnH;8zyL;TZI$W zK}mG9(L7OmMc#RK@;=wYp0^V1({K*@sngCc{VAF&Tzj~XHcD>ZGJ}Qjb8Qn9%oe;i z2CbT_Y-q-{CDoCJ&d6W^r=e@tQo!RlQQ!(l`)05{%Eyd9W<_V1Ju3Nlmg+>j1z^tF zf4Q}?DA>}sTWCvoGGHRi@NZ1ZHo}*XyKB&Z=5JRQ<=tPX;>0pC`)-XXcGLd%pad-f zdCUu|@R&d|uA>?{)~>A)7twYV8VnUx2QS49fB<^pc>qzE?B($FE719q)T`sa&({OtJuF@b+|o{){jk{6em@oc;%09G(WSlLD!(J$aEH$L zK3Me--tyC=Fasf5k?z&7_sdhFfhD`$mJ&g%z`^KWDiZaDl!p!mz!Q1I!;rLt zPTZ3oZ)*PJ9|GbV117vRvwJ$C&RRp~7&*G)#40ISnC8r)_=R1^yd10KJC9VO6Xyl$AK~;u$uDPFBW$;E7m`xNhSxb z8dASY<%8Ma%i)XYO;#Av~o3KcZ{fP6;T1?`81yj-De&i9(jjx(b}jb3}ruy9Vh)+oH+s#Y+f)o%t6Z}B_mfy z7H?;KW{C@-4cJFXoUw` zxDwO~*sGd*62Irm*Z5r%u_d^JB9q%wb;rlR6Az*EW)q-qpQBAc2(y@B9`Pa9Sv%9I zs)iH6H1_*w_K&Y8Fj9!f1vvR&H8Se{c-D|%BXY9AyR`iNB|FG)^S$NweQLIm0cUwN zOy?#;->WEg@*cE_Jd(TZrdIi(^dO_cGr>ReC%;+B#xfo4N@z~|;Q8MvMAC;*nR&;o zW{&&NnVjEzElc!htAB}zQy+axXoZiar?!DXd}iI5v;Bo(a{}awy*LP`M*JsusDx^ZFoy6Cq+FVm+xKpt>S$JliFdniRd_|(^manLc>`_++p z&+*Fa+Fc&p#y>@qxjCGTA^7XPQQj-tPFQnBV{+G)G<|H+Z@rr@yMA+H3m5}(7oS+L zJjJ%p(fe-SMNwLKes$y<5tDRDV@H&eJi05~xbnyF)gymLxQ1NC_wK3*B>NW^cz+Te z{rZ`v#@%e1uXp2uUiuS@~5tadrrvr)kl^Kn8f4?XVzcZ zD5uUq+m7$K22QVE`TR8szc8Jm(wM12w%Od5&39$@b>%QM3;RiQM)J0XrFYPqC<=FVmz?~ttBey@=D8w`0c=xsj;HuSc5mBIDYOF;w753-%-TIMx+Hhu zT%y_wS*F0AysxHNOf{z4^8lxV@?lQdSeB-l>GouBNl7pa<;n7u>xiI}X#(D>9 z!%T9UqIZ>6+Fou;fJr(3Xotk^H9v{O#{%ML1p0%>Ii>j(A7y`_>l7y=nI%O1X{}#d zDCeGJtYv7bv4Xv5{(A+#^4^zAW`|&hH)N!Tx}E(yDfRP* zmwwrE?>i!Ecs@|OPdmxe!m-QP@Gn^yD=bN3;6fD9@)%yf-o1!wNqAa#Z%+(`v1a=2 zLmv){9PgzwwWw#wyi%y$iyv;e@K5K}`RCO<)Z+YPtE^vnci<%BR?CzTrH`3rI~vP0UxK-O%Xr_$ zCP$poH9Cq%MJf{*6gA?AW8Y@ULicN?nh_b!BYV+U7uh#ZhHSZz$h4E1`uCN)=Rc7Y z2^s7u%{^IU92~HxsyjAl0Go{j_gB3}9?E0{DR@0hkntiVP2!R54WF>yZiBn)0P^3D zJ&;}?D88*Zi&&n=5LqL#I(gRqcuyWPN&E5uYEbg2l8Ui+D@f^FGA+DK=zL_w_?@H- zo@Ov)7qow9PT}_5y(Iqoy~y3>B|=a#xgvB1c?1fC&_t5j@L<;_jMK%V=+g!dJ#B1C zJ2LS1yscMdbXZ`Q9Yj9vu5JGptV7)V|6VT`dlXIuIcL;PO$$;mJOc{W_D1|S$fy9@ zP{{Q|4BIu<|CcZqPFL-(htjEkWC=-O@KKEJa7g}r&jTd-cTX;50&)84kxkV55BB%} z>>2%N;8s7<5dM>7z75p-_oTuM@Y`4CW!w>-jyVbZzD{h3n>VqCUUgnqZsyw z!>9kxmNYxLtnE>&M?ROh?R&p#2;t+F0N&0$X`}mJEdV<1e~3QtKvy8DMzQ^1|B0IZ z?~7o)5_pymYZ3K$CxQQ;;X|~Y|I*C$$RStGlP2pO@9=TcS6}y2vc&!ytbhO}v__P9 zNU|jT|GdNc0QdqboD_Q764fCgxZ|RBqjv*NI5_nMcuHMXzP?HIju(!8SJ6J=Dr^P<#lJ}|8f+_m=1oxF7s;kj!Ej5;? zHZ-ru@x?a!5iRCNauuRFV5`r+_;w@Y+KAw=?}cR89rnGSP6!>L4-1Vg+T6>5n(964 zEad9=viQ=Z0mIzt;L?#6?|*=9QL=%J2ekff;0h7NiO|bF12p@ z_wQ9_6Q-rsCaez89X-6vgTlg5v zn@TD9sxis88fncfrsXZy*Bw9Iy_C0unlnZs_Vz1M^4r6-3}a-j$w}3{V2p_&U zs(T*gaGIqnKQ}%8`ngpoGLU?fU{i4hAn2~-mZ|L3Ck7!_tfF~)N^CMVJRq&_XF_KP zk$B#$rN#1^H=gtr;7XWXdQZMVn0i zhNB~CZ}EV`??=8xqQ>u_4zc+R?X={}PqJ#Z{8-MOF?F$n`$+ul(9NZZZItURcj<+x z*}K7Y+}{{w^d1+Gha-E$Y@kUWD@uLegy~C!Mu@G~-Q(Lcph^v1xx-&96zooDGEz?` z@+Y_IiNU9>8%hMDD1>e zUhK(Tsi~KO`>yeEDEw0E&No+piX`nS?h4$qTE4T6uV{GYNC`e^U;C~1{wb5DZJ~$? z$JTZ$agAQ6JL2=6&H8AE-Fc7buIs9FzEvqZqlbiYr{`I^k=qj9G0mQ2pz*Fs-d-}w;DWWz>}6tySg=KymG1A@ z+Vyi zh37%8^vEP}Te@)re#rZL-H=OXPYe=$z~e*+{52?^ zqZj2wC3on!lB8yx!htv4m%QOQg}018e7!U%K%3b0l&(At)0bzz6D@vkixox_j4!k6 zL}!zRxVYO2(k<-|ttU!r6K-$MC5YXmjwvLH3Ye!7VtErFhwt zXOlXd&Np-5)3py`k0Ce?)|r`LehByw8Y6_sik|PEKBYzMW>;rTdT?N79#8Cc-_QF> z!3)E&J%Mr5FoD~N8r(a^h#fBR^x-2uN(}CBUX^A-f;LLKV!wm{JX47Wx7s^?U3+(9 z`x|2nZ>sk*2z24F5%{zWmU?qE*{gmv0d4Y5;~~sR@oNXH4Cr(x(KF5=Oc`u><~vKp z6EQS@aK8~JOBjI`k-7_a+~yCc$I;U<;dE7Tr+=V=NyU7e6)%ib3nW>yDt1+j|? zGLU!3m1&F?d^mEjDgZdDrmg5~k3?0Qf`(^m<{ zjeTVEZhcwQ9fbljehZzKuwxhcSVrMLUG>XK_RMK~9_0CI94T(H&iSoJg=E_+ERTbSICD6}KIw+uS zA3fLek@fh>E*`~J2J+yFg*mGDp%JKe;7$N-Z`<>Nb}cKQ zZ&^JIVQzT&O0JM9M(H%?Io*6L6CxxRWkEj}R0|m=yYvRi!4Jj>?BMtUU^67Kf7pb! zQ%rbu+jKOxx?gp;(BzZk#fujoO7Yn&nfs8 zL8oUGnzXORU!#_xJ~l@sho<9M#;Io`)H`9FZUMMD*Bm;wwu!* zv)M}$A8=h~^=WW!o3M{@t?lzKuPHZxahNN8e7gecKP3et5BBf|rO1=z8>A(jZpiehx(_H*UF?iLNQ>D?fki*lp8^syJ3qOe=lN zc>!FHZXPGT=vo?Ad(NL^r)!qWj-Z^xmR&NNk4im>D|Stj~CBrhU~k# zu@+TDGIpl&W}ir_{*4p_ny|$b%In z=-v^Ziw1gs*2ayO3AFHXw)1yRSxk;a;iEOOm|9$sddM=ddinUb*E#;@c{LQHZR*^PPZf)3&FovW-8uYCis%#_#*8kkWzsCIn=VFXe*4L{ zWZa(MC(4@Ne(#-7!Yx*wsN>)6IlWi9A+;KLjN4>NBsWScS2|V6T{O8BH|eaGsh7iS zoM&E*GGU?f+&<-P*PmFnq|hyB<0h4&f*!4}(loa7VLk27Nqig_7?_||IfKm$!{>6i zIGi&1p>fKQjX<1@Q*g%I6MT48JA`l!hZSUY^yrYgZ3|lA2)S`$ke$p7&|kkmJ!&)3 z;2uF1@z*luGy}#{Z>ed3qLPVRSdS|FNAvX9*(vWT=O`6YddBQG@#h}+F4u&@_5JzI1oWVnbw&WFAp-^6ve2X2?)j?fbB`Y}>PZN21oBLvMj$&`2tYL% z;Tvh3bNFa#H{;90?08$-P0{ATo2sY_!)G#$vd&{lJaO-t?%?-7RAN&h(_8DpP*D^w zCSs92{w89Bowv*{PGM9O3wRFOq&l;fc%y5a>}6K(wJStG^Nuetz)s(e@tB;DOj1NU zM491g9%<%Tr&>(Jqvshbs%BYKrQQH$Bc*TU+>_H$BQlS5bQ=OgNDmHSwx;GGTkm0`4gx)vtEa0dDpU(?<0Xj)us4EGS6UL0^_4n6Ivc;UBy)uM7UkMPw{A$Fk#?vFO8mx>hktoyTF` z-h_;|$$KiK=MIq-+&9MByGnX!vkqxtcabdXK>+-)q^)ZAmEFRVDwmYsZN^wz)9jk z)FaJoIO}U`RgHFH%;IANA3mb&X}8^{*m$J0tzV2$qH_K9mzxXCq64B#H9+icUYo6S z28dB*0#qS3DXjdsPpCzBji;r9GU5P3R~^ZvSbDgEoIx-F*n0Wd9nBtQdU{k2;d%E( z-rS>NE|_JAqgT?ST+KCa($bDY({u#mPm>4VrV3}bkhJqJZ5uldfryLa2}oER>CCiU zWf&`q(xY_^qnaN*H2pL_Kqt9<=~L7yR^$F2$fZ8gyaahcX1WjE)&lMPjIOcF&ZlKm zC9oR^j1D1!GN~_4bbRRdnaYjz_lKUXqwhJKr7JUXD!m$?vIGIoLh%np)^&g^1j%U_lQH ze;ZoNuCRrmlHso=I^+;@2Tt4dF;bEOe_*2ga2Pn+qUc5CAWtB2B+bmsWR;a!-}#uu zQM(6QF9)Vj?mBj~Fa=Kso)`~U<`Hd*y_c~V`TZU4DQRQ#h5!vw>?n2~3bzHq*BW6m z73dzLP;EPVD5^SWUoxU#6f3cO^#Z#_N`}}GUv8^;+GmDq zw;y2GFy)sRnDkJoMI@HfIae#>Ph|W^N39f*tYl3)2IX%U=z<_;m#j$XUYN%qEX z2ls9x>qJ$Si=FF0ev;7^FFdbr(tL43^1-UIr#NWoU#&S^cxP-&4~OpvAHOx~wL7#v zPD-ZHmrh(}L#yC4EOiSMd$ScM)Y3OJVyb3$`geCCDU0nBYAC*Q@5MGQbJrWc$a_4e za+kR*Zg~q~f3KgflZ^EKL;8Cp6yFA~?&Cc{o)c44+JWTDLucfV9n(=)S9fx)Se<-k z)uAJs+avU_3ZW8p3_{U(=lY~U<>76;P6hB=5*f}Yyn0bGiQ7Pw+FS4#O+exJsiHLA z^(=m&60nhqMXWf7R!~iSFa>J+XpB17A%Jc~ufTTKgp}L^9!NVM>b}o64-AD~GMDri z*L82#6e6Wr0s(g75Rkk_Y5kW^c8wMGdWklC0&Hg0ZR63bjOf()X7H>X7>#(JZ<9}g zsAaNmiV>;-bLl=dlzwymHXLD9Mc; zguCNHGd8eyjpzdm=EI@feqQD*P#1}ic}~lXJjf|c3ZTi^as)O#!_hj}#;s(&Sl(~21~6s*3ZTTsTomW3_BNk8qsU~}M=jfL zF4ON)tKom-nR2eLWHR4R=?DY8HC0pH^DT#8zGj$H=MZb(bm%nm$XxSM0o{o+?E>O+ z>mqdBYp6_lv;tU<>F`Bt#P-<7mj<$lh=U?Y$eSxwE#)N4^61hMc(c^zKBY^O zFFhxlEDD4wKjPR?#g>sm1rWMf0c)6PVfFWnz0=#3QNz&#t5r(-I4u#mgg!zmg)oPVlQ%f?rdp4mmIJ*w;sUm1=3Fw*19u<^ zZ2b92#b0#{YN&f4Ig#<$F3CT=7y$6Qa&^uxa==_)01~IjokYP?~C z{%;eHx@O$h!f7HcG4_A00{sw2?>f-tWDrmqZQIFCFIX9OS4L$kjr5x(B$q+2>QGu* z+5~fITtzI}1(z+nQMI)>yCpwC4WhJ_D*5m|zktH@T0MzepG(p_piN;tX5aSK4`-y` z<7epDWqNHg8(IYHTHk!W^H8bT~%!sG((yYQ~)Oj60f4=cK*P z2iFXiML0$%*&9j;P(h4I0lhxPsamp!xp3dW_yRW_)$);@E}f;YBO!Y|4^{)bfiqE9 zwmh$S1e%pr5#;C%6?0Vj527N<4}W-ZlO9t_Vpum6V%&10->Z47S1dwbY2Vc-CrR1l z0U%Xf_Hg;htcvjhFLjE&dnlA$bcsMy3cwEU$MV?_085{8*^D(XJA`0PZ0z=OPJ`U= zx1s}8L^d&e@_JnuotoZWMpvbMeS;Y``$~V!io>pUmR9&`PzGmHvh2$b%kotQr6FHy zLzBU#7YNoeoIYBu88s|Uk4=I7!3tPAvXsnXl8Ay7krwGsqF3H?zf*EIMo0*Eo^;aC zGZvgZg|#y8F=L&bxwgS>Y$A8ShvXZ|{$j*etP2KB{xN*+kD}dHN!!>7G}$_8J86W! z2s5lRB%%R}5x_1*Ke^TKaFt{vHo(#1+Cl?eS;N1g@*whHRSDr5vNZqqk2Hsi!AV)K z43&9Qnk46LbvI~zF~;tVt9uaFCpQL~>HXuu+R%q3Q3L==U~ zHic_#|!2 z+u9frcLre!2m{LAJs%V7`1;0&la{SwtBZXYuv1a3nT}9eHsbli`KFPY_0hwieAaqqJbTa2Az}k<6 zZWT5}vPm_8KF;9Ueg9bf3$7Xa-^k7ju!DBh{BAwUI`vu{+hI$MyFV+Q@;qQxo~qt9ojgO4@fn*E$mAztAk3ED&${I_GIH3CKy$j#!6B&;6;~ zQp~$?n=kF={70^IO$|E!((J|(ofrG#1RsW>N(3_tUaV!0lR`)|Ylxy-hcXC`DBJ|1 z6m4JT9q9D8UFjR}A312&9yFGXvFf%!3KS62%cqLSp2FE&VJ9fn8ctNvqY9lC`rf)4 zG?HFTEf#2eU0~HKEZO?7U~6;}bWAt$0pQd%@&Ux4EsHaK#W_(lwbz7S%!4vAX>()E z!1uV%q77_Y35MU%s(1u6+63sI@d8?UEfvleE$JtQgtY?fGl!yu3DpSw7ExeBXlkl1 zDd@lekS(ox@+=f5X}J`7egy?HT!yn3%aX=-@DN%LR1=CB$R!_~tu~Q<356s2s<*-% zZEi6^Ulq(T^^>Zq5_r>SK5GjKG&{d;oiso-*i9Lwcfvv*FeNnNg({Tr@Z@g_z|bMTao+IoNi#`NVd{@_SCe4l?ED z3B@ydDm>0Bz~Z-xGxM<>Q+F=^bqk>wJUhMx)NZ>AfPCutj_CcZ8Xkzmu6}E6U#@(4#+>s}h zAni>6ig<;(PY_WpJRuLn+3H`Xf0fjc0(aplo1{73rVo%C%_+d#&`-a?r_rfs^PU$QBpzj=O`QIQY7+`qvj2?B{KIel3@UERH<4xCAo_CuD|P+A zWgi9V)*)~{T<-cHXD}oHb>PGnwEM8|n+xJT-}Ox0d~UJh498=-Ip%>LXJ_Z@ejY$G zOhVx4^S_{>jNOa3t9JRV%9H|TIRNXsw*ojVlPfdgIiR?=G0CXe6*yBnIe<%*ppRCWeXroCxTw^sOS=i2p zJDAs<%SuB?LWjq}%O|1a0)w~*?S||JFZv0GNFn%73^*-5`~X4&txr#hFrYTagn3yl z15=fZHE?1_0%glxD4QD{#wBSm>Qe3`d%ZC|2P6~z3S(m>nBM#67Isg59fBQyfc%|= zMKzpD*~a}jou*oE#;7tsz4^j}9H59-^f&AS5@fLdY5^dI+X0DjDB)_Hk)T^7k%CrXF5n9o0#WY5!oo!4xVS#9eu84!xhdh073{|k z+o%x5?r#uSYV{!}E#!#tsZyXPdRRH*7AV_$Y{VXW&mDe#gq)nwZ)56`L5_yk*E5OH z7-h96c;RSyp<47z^Ba*v8d1> ztD<0ND-b`8t>=jfxqNFngm3S*Yp&{l~+!$tqj)SxhNcol*KrE_>m>a$=h$6s)nkUR;~em{;R0%=+sF{0@Qy&Ejr^Fo;efp~<8-cgCV`u*@*depTdHORF(PHx zDV#r3)FNG!Hwox1qljio-e z#Q|}Dh6d*g1u8=0R1%;7mw?bMeCc z=qB_*`yhtkbo{x!f6z$*oe7=4`T8S7p055L^51GT`Gah>;0Is6d+33@Qs^IfMt_8~ ziTvFCB&UOR2)>1L1ze&V5e5)JVbq zV2M1djj(k`z3BIAym_dB1`KixpW7UB^BUqN)2kb~tR+d?-iw(TKd3UROx4(xHs#h3{42?3_#5U?j+lUYvT5c)GfKV46`3t7Mr| z6SDUyUFQv>dhTk=L$$54G7*zjzwPt^GZ}0 zAm=*@2L$cjieFjc(XCZ|pHCl~v4rj;DOyAHcEW{q5Dz=&uAu5?2nV24c_rB;rY}n0 zBEV0UD@boSvDL59Nz|Z*Rxv3IA{M}^KXPfM!5~G(z|=J)rmEIt+sYxm#H?bjo&-g5 z<&aT(i|2Ek1(EmeOu0_kM6q&Fkt91B2i3{Ek85xD8h~- zG1NZUtHHtO@E=4EN(eg797;#RjW>aTc>UHkRIUZEod^1W%j-Z!#fm*LVtNxaxGYZf zbz#IYHpLIvik*_5IC|l;@+sMhSJ7nR7wxEMkb~q+*rFb^j5WPkLfbiN+{gu2*5^`e zHEN5Jf{vI?=ZU_|03(`EMHfZ!C#+BuQD{(d!NIUKo{|;IMq@g=SKf(oG74 zSy*g$T#MiW9<9L6dCOkq6 zOb_w2R)VK1xO-vR;Xc@L&8n^a?}i*MXvScIIn($KF1I&Y*wUY`?T%{X&Hehi>0Kqw zv17+lqc^;T!J5V~I9B;*=k8sAt{xwrSN!h%#ItJmEO#_`^7F$r*o@hIh-uv^jH{PK z7%byAD;o|sihYmV0Bp^XT#FPxeuq}DtOj-@vK9DTCDVsB5XH6jS(;?By*ug(;AHm4 zs>_f^nZb}tbNhS4KQuvbU++0auUD?6B8?i^j@X?S zpg(zUGvDcZWmki{X*XBBlfu@JredS%&CAC(Pg|)IVsN^r!H#@e^W8SSVV6>qwzIgp zNC7~@TU3JoGxE;fgx|gI1+P6*)bIaA$IAG*xas){x+lTu_!Tu6yu2}nI?}F9T*FEG zZlTNz4E6a{__$5zdLVi3S0IW$&7birZ^Vx)qwNYX!buVxakm(2cA(Ce#sGVxR z=AsKqLmlp8yn70o@Agm<)W8P~QwJQL!s*VPh{qO~`Kq%4ct1=X6I#_@DdY=SYc(z-w{5MegYiO6ydQj^M26;sls2Z57h+X| ztAGHx%TT!O&LHIkdr&3(SOZJk_Z>0~`Bc2Ny0PVh6Q++cEKP6n(ou=I@njW6LsXr) z#(Mlbd8f}NuE}3|(pZnm%PeA4J?cFM#Q4FRPLV>njVG)8zuvMTyjukR&*jxvBPAji zG6UO`|6kV>(7jt9pcCC++QwdsWi|YMfU21Xo=47uLa<8*YGd|=e*fhPu`j5{%tC4a zOBE(^6%eym`x*MRfJi+C8v(V<4-mA6*ISSi{~ymJs5>Q?GUTE{R^oZ}XA~tpYvhTX z+UEt9KXpFfF$F1zj5z4c%z#_5IUcw%ES)5x83#Z^bw%^c63jhaZV9`SRfvzW-@bb5 zIdH)D`#HZC1CPVWy+Pzj0<}y}6+-^WI+K3f*fY;ia6f~=PBQ-&q#L|17ieuAO&bJeUCo- z|Do)?qoUffeo-h2C~}cA6d5Edk_0T0|MyLRcLg%w?wC-i^6wKc3 zJ2?R;%K&s7R|hiJCSQ-48>FY7^MKYe66dG8lej@*(rSkOJ*XXoz}suTQX8JFF=Y@7x*U~FBcCz{-H01Ko4d{mpn(|i^61wINXo{`P6TTNF@I1-97xK92B)` zCi8^Oa{H?LWzkHmVhbn!(aoch?}z`nBo2#oh93cC_b z$2)h5JIA#Mh1-4tNlhh}QrIv6c`zEF)SkeSQg2vBL;_^1=;OWg3*e&~JON+V|Nn4) z1^OZa?Zr>-S4|Z?;w+VwFBrBmduP)8&_F>h3$Hys#3nMLQtmBNUq3Jvk0*|?8Mu1+ z;~YI(%J^RYTQl%iID|ZPLV%*_a1=~?TsWLV?bJ1KzoV5@g?kIsI;O$!LhaqBVETL& zGpX`Y4>GfP;7JN#qEfR?75!!C_+5zwCf_30{%++6_rN&>v`YdH>>!p}Hy!ifvV)h` z5Z`0ki)6KRnd;YTM$UFe|1bNZ(?{sEdh{U8Km3lZg=@)ZNn-Lr51RJEAQU(v64VGm z$bo=eVcH(p$+h%sH|-f$10P8%GT>qNk4e+tXV^|9EeEZN#$$oAm@IG@Gw!0)zV|oU z=Ggo;{AMrSlI)C^2zY`@JpWm8!htr^$DVuupF(lxNa6Z*uun0{`W6q}tHUbxUytw< z%u4&l^E+Cyy3fQ^qX9@y*a%0T1yAphZ}qDue=amsSC0a%*ra@-<8%nLzS5*sDsX*1 zA|Ps{@vyhvcex)xLQdxkym&J9xpIvxhd!ek73(_0Rld&wdPZV#5>SenRtRFBzV?mwO3Rq$oB+EiN0Pv; zHxvCJ+H3XHgghE*0j}%-+o>A>q~opzEo?d{04N1N9$^{N*sssZC;A_L0oDxAPJeidvW^S*$+?5hdSC?Ko)ksMtt^)u z>ukRQ~ErorYdvFf0S|3Mp;?#Y)DiY~-B(wj!9K?bv1ybYAF-WFSC3xN00Hyz(}q?6^i~#C524)x^@MsMHPsBF!TTDR8(0Iw9NUk zUW^(b>JGiudY#5IfOa;)x>rzUD0%=49X>S_)xcFU1HwEZBX>_Jnyd#GvzDRoItb%S zb=|fzWWcGjq_98d0XjfZ74k97>Z-;!`M?%_ESBPkc6es;t5-JEGuSx%yqW9ukieq4lv%{6-`cK{DC6WBVw7=b=NXi|J_5D^c$WVIimd(LLVM9j=Xmp@$m6Iuy65m(8u;SE% zLVtmhmIkKUOlZFs>aHf&Y_UEogGDc~ligZHmY#d6j@ zFXk4d)B=L~@qKS2E0zQ2;q`fW&@caz#5hC4&;OX$NW$$6Q5$)qH+dA+TLc;Wbs1Oe zGxNFNuNV)tH(zXO4~*pu`j1`#@#-(9G1>}~;9|{cik|=3t*~+9SqzzrAH>2rH=X=} zB*uMeVV)>-{bhsuhQR>W!xlbMBhenpq#()j3sy_h8WPTkVB+%%@ z3;_H4G&|3{C?ElF?}7~BpLpUxUUdYtwaZj;T)hiw-Ivw=bAw-Hw*mEJ!V=B{0L<3M z8XcE!%ak`G>O{AeK?IU3(>H>HF3vVY4~!ds#3TQzo}k(k4mNJKBuG&?Tro*Z?t4GP zHzDS47U{|_?Y}tg@Ra5+Vu9~ zZ~Qf2sg)mGyVk^%??C?i21MKX^Q`$CaqBhvKR+L7G)5b~-+j?2nDK6iE>C?monPZ+ z|7kvTT)FAX^=Q0lTq7S7`v}&Exp5eEMd+&T*}kkld$Vtn-b~n?e0?+cX)Q}Nbbjs2 z%MZ@W97qEFxiK>U-w(fFmv&hnImCif=t1$<^u8y`QLb(Ub*t`ilN-b+2~WhzIE#Az!^|@xUqfLoj*xhp>In^@ zIpqDRo$GrQzqE5`7ev9j5lySd*?9GQ1$SRBdQvi9_LuF`ag_)vR;hj_%U+98=$2#y zAu>fb0?pC&(e)hQ?{GIPY$Zhyi1=^d)zE3mUV%DY?x8a@d=9%w5?hrWw2Zrxrj!oV z?uo_LuQK*tq~!t|`bBIB@QNodUN-aSlVRtHN;QJYnkYwOk7Z~ZWV5R)j0XR5Gi@#4{WjlX2{)x zuXb8aS2{o4IzZ?Gs5`#kbX<@X_dfwXziKu+?lZKwx5M?o}>c#VjnAU=Gn8&4a>$=vWFZa{AY#b^|5DH;_J zDTkmQ3ruDspB_B|QL9mDpebZix>fKKoaIE#$+rPFhu;8Dti$1ZP4J)L@J9d5c#z)c zHZ@XY#5v)`5wr-<9OOX8dGVmkWlKKrk#M{UtUVt~&K)cn`zp*!1O|a7lX14vMbr3y{WJ?d;@`d&avIVHmyOu2Vdj| zdv*`AH`lCe%%Es@2w!0XIpUX!aeqKGL>#WP)A24CjIxsxDgoO;F;D3FL^*eTnX6ka zfsk|NKTCoTF(pmB!dDDcrn0-P=M$#Ux9S{lvXigX55)J0oo`hkT(8Ia#wOm$dL%R|X!;(%*{Rq`0xUB8@e5$F?5jmudk0`O@sP8$e8b~y zz5ZQR#(z6fy#$;gA70KK8!xZ#4@2aA`Uh8$$zCpW8>H^UhFtg#M^;k`MtdX z;et}{MG!5Kl^k8)QxY9w$;Y{mG~~MVj?ehv`XIm`m$~G^e*wUI2{@`ULyIA6RzTqM z8m{-f(ps)GA$xBd{BOQMDZ(*I$0mc$^6h4~zRG-#el@9ujA_Edr}YqVp2=O!P)z1s z498wF5k)dOo+2&GO^7xpNAFuFW`fZK^)61An@mCW>kFO9h{(z=vIaOA_vw7kmU@b; z5KGc+7qptRlcLzfD~GzWAqt}mIeI`#J#&SwxwJcf7ziI8J|SxT1=KSAp})cXMkN7H zZ`YWV`k=*trr=l+lKJV?v+BB%!5|lIB^ZxZ;|pAPle?MwEp90}`oqsC{e}7>7Z&_P zj~oRxK<|TkNNeT1zhg$%z|5z^Vw$D91*TqiM#P{uXm_8j3EKqFx=G9Nj;E7d>TX$7Q(q+QsY|1I{g zfCq|8h#1~g(#|u5v|YM5+_=qvo))l45HAuWWP%{^yj|3p0mHF+17@bhWOihv9{%zF|F{k9VkSsi>PT|4QTfMLvszpP5WqI?&; zMl#kc@c-&untc#O6DU74D;9j7JAn&3OED2U5+!2X$QAVY;iWuHkZ{&a3F>H)A~Q4m zz#5fjO3gL@#f9+8 zyIN8Kz^!r`(RBIwwW-{@kwezA$?b9DfMKZSDf>{*1gGv6onK57_lST=b-E)~TrnAY zNtd+g@?ta762F+tL$Zzk;R5KRC)MyfkE3ZkV`;J6nQs-ZO6`PTyB-X9jDxgEVq9gA zjCU-rU%#xKPctB!b%7D=>4DN5FQ08P*&9g8K+r0Ck8$xE`_2u~j zofc4@?7Ts^Z4#Eam1REq6~iRD0iTBDHfbJLj?d5{7kC zbM6UuTu>{2{uSIi4j?DKZ9SWuoOBGEG_pzE8--?&e1&We|B{XHeKp>lmu1wNHQ7*&~n+3aT{MI90(d)8fGaDn~f~PNu9B! zR;5q?H8Aq(r%_n>p*%2b%xy8)PoDWzFt{~pp|7wrkZG3p!g$)3D z3Ce@XyZ-?6e;@syJ?7&xY!`QXlsVWS-#yF|h#Bf43jUdbx~pZ6-~*gQo-4)C^a7U@ zHDKe&4ALzt8VySPrIe@Qc;corH9pfH*Bf#HDgDC*8O2;fX`Gf6j(Dz+zE|hs=kQwf z&(V<-NQyGYhLP%1M;Hm>h`vRA3Y4?#ZxdUDtCP|f1)Gtv+`%4qbXQhlf%@Z%9xmQYlZgQ z$xE0-eCz|hN^QtX`7|w{6Wx{waBnR#(UiF}u;)frWKI~P61foP7* zdoHRn?g5r4PysK}7~1h{9Y)ebw|pTKwEv3RJN_LZ+%v0J7?mg9L-tQ`P#RkK*LRVl z-=o-?2GH<|mKcHCoq$idc82Ay>HL;2{mv&Ocd<`+0CUq$X8)Kof(pRs$wDyoPl)H? zC)w8&Z(}I!BIS0A!u?6dWy+!WKmj(hEwH=0t%3wi$Xy?&flBLSWCYR(4l7{12o z<$3O-`u@RvKr^xd$=M&6rRY@_3egH>2`G5sd#RS6uD$>R@W4wUnbB@UCI}$PVg~D- zLAO33A~83fpq0Y^+P9&INpLcFGEw<=mlVkPGtq1jB&`Mi(>W_88bux8FxpJo@PHLxdL=6-#N#8%26#`oMR-%XTOm}EUZWEnb57Do{H{#P&eoL`0zKt9hW9VvPWcHVwk2p2qdn3N1@ z-InPXL(6^ND4al)c@kE>x9CMw{>Lg31)JM2j2`d|q#{J0og?+V#hYghdE}RUMl9z> zyA!$_^aP1~)wb^j?nGfpy!H>hE09vkta7kc-u2Wks$6rl3##pIyF69zg)`lpMkd&= zO_XopxwQhRX0d6+J8MP$6rW|sUxnoDewPpLps9b_SKvXlPr6)?p;s2Gbd4bw$eue_ zB-JY{SZgsk%S0M4p#f>+-w!b8jLE@B9*UTh3O>Q5xJD`)W$f)260@+V6-Z_)IH0^E zYI0vV9xVA~2OCBbh&UGm7oS9Taf@~(R;2;-%VqHj+3$9H zW24w5n7+7B4DrNLF8oGP@nBz+aN}mcSf2$t5v$vqAC1N; zF3(R&HuWtvUi+@f{p^)pb@$>jb3TeyJeIC9h=#c3#;!_nEpI!ycUnl?>CO5@vcW{G zMOqrOxV2l9_&cHQh}7@|sm6Dc-2JSN(M0?-fpy7b>Li`)jp}m4t@rMkSeiSc7zvM` zpBY2{4v7rA)m8!5i3rwV~xAy#`>AvavzkQ7o6q8b+4lHZlSz|tqi-J9R z^MaXDJm|}X;kl;Y!fEOpGwHpMY?xsy|I4wg9^S{x)uF6zfX(FCleh>a%x7ut0$5VV z@$SL6otI(4`Ln|_4StE=L{<(!`sc9kA(TvhOnZ?fqAIO$3hcH!0qDA&&MK=?l^i~q z+?cMy|4t4Ht!CUHF27|p@w6rJeozEBf1jh3w(VvX>(L# z7<*_NGkXmF4mN|)CANur&?(l6HZnk@o=t&W-p_E*!{vcN+R7JB{ny^R;X2XgX)WsT zZgth0Px7;C!R3oFI5YPppI>HZUX?H6B8aVzC!4r!eo^=8B+6VAz(G}0cQ6grt?lHqW_ z^Ce6!mD#`PwUY<}W6G-+XIO9xER}#$-4e7ra$oUjiOVotdI5VemXR6!iu`p`(O|eY zfhg78-@yp6nPR7Vzt7P({i=$74db`-e0WouXa3tWN~J#7AP6HoKC9;%AxK4i%O}mx zk5Qw_KgXjek==Y3r13=v&H=iaMe>?N{N3+YvN|2TK#tv%L|c7H4#jOc>y3H=YXxJ+ z?)SSh@rmbVku0$7=12}>a+^}?fuk$ep{agz->=+5fBI}+dJ;%w7?F0GHKS)+$RUvq z9^nC0M_+Iou+re4fx6Ry^hr1L|58EK|Ba{grv2uPy+O4TZxNN;XONZ)#yMN^{)AEs z2KLB(jv7IM-0sQC6GLn>#qQ9AiJvJ&w=#N3Jb8J zO8So#RWdpUzMD^L^V_25bSqeGFh8`~Wtmi1m1kidi7Gqso}G6|Kf{JjUw>XB)4_rt zcdoeQtx!6Gl0gT;&UXtqcdzJC1dWy@J2$y>UU@46j5q=6wZQ4ZTyq_h0IhZr#6qH!ie+B@&=Z zgZ&hg7NJXyvZ8I2FNl}Fo>6$VQl5hn_trnv%^F~GTNtNOpWf>=&Q_-IW-*AQ z`UA*qeH5g-0NPXD@ooL{`z;|_!Z>s}n^t6okLf39IJ0&n$~6&C#_okfo~8isU%6u( zNIDZ^*(W4J=$3C9|B~5twl%ns%V!#l^nPK7{uOsU1=?vBetqg2x;PUuhD0DK-eIYC zC9q&+SkvP6JPPH87W1HB6{am!xR@ou#IeOJ1qUZ0mk&Y1)u%f3DNlBnMWyciMP&Y5joF{ zThIj_MP1kYMS5BO1CzsW#bRI^lv5_2{$-!obz-R?>YDBSHrI+9V7tzQRd~tC!nL4| z_BTt=PUuQtP5AiA!K3irw=Pzv1g&c@D@-_P9MDO7tbjGz1ZgK+xWkpfSe0-N&rvb_ zz$U9A(^$9N$(M_iOuij<|H(6t6vYP~A9plkohbz`oX$30IUFLrrML8bIBl_Wt? zOwM-A4!$&05Hmm0DgbW1G~->($=K1yC5v)mj^3N)&&K8Ii=Jf+_|Lbwa~j|HkbbUb z?}*&xCBQswb>OCj`cIl}T$#kHPZDRH>2kLNyWVpvY3-JIYUiobYzmR~nCHgKGZ`al zKNljqJ#-4Xx{HF9Sq4i2-4m;gveXq+Jh~?8BvK*2;CJ?#a`Q>E78nDQ1&HO}Dq7uM`4UN$uaIIfRftS&Tma&g_ zTTX!{zP|h==O9QC^bdL$`IBg?-2Tlqbp#)SX*1b^3`_-Rdf>>aMJHp{YIQ<1CpE z$V)0JHzkOV=s8pGtG>)8cMhz0JO2aTAfjNx5wUc+6z<+I#jo}>zRS&|0&hsS?hgnV zX1#i(sVma8z3XpWla?!K7~eV}X%5upa_${_jq z)~ipTeexhySCHtwqTcSd!LLKyXj9sB0tM*^f+FU;EE-Nge8{5w5+ZglP-tj(Tzc1*cK&Q}*Sy@N)R`wyenN`S4x z#p@QEK)HpTxx7Xxay6dsM#d)yog%D04&IpD;S66h^qwM(lS~{fm>e5@R>~poEoxuu z{l)wECJ=$ZGDAz+s>gkMxKpe3CJ`F-(q?Ooi!#26vCAAB3n) zh{?!UjP8hh4_BUa~p7P2AELHu3<-_+i-;%KOyF9yK$?6ex1+NeT zl<>pj?g;K=9gcS9r6Jt4jYZ;6DNXIwrNWR)L#ir)QHC|#B$aq{VX|z^D+41Pum?O3 zN|2qb5Y*x%6Ooc-k$`QH5DI1TIIrYZu#%{{O`o&&AF)1Io%&@h4R*cn7$O@SNFwaV zwzGf2I*Nf15i!wsaVF5!myC+XSy+`L3+NeLs|Vz%BKYOKmZfAWX9h}j_UH&6n%!1^@-2R5}a=pd;u1fK)F|Tf75&4 zA?Kr(_w}sflxP~sgCL4$S2Q(MedCO{{I6Vkb~A800ASG>EiS`Dn?;I;MQ}`Oj!ZwaY(q1u#Xa8}r;(Mxz*~Tw}Ps6D9 z$ZXp0GqJgK{Fu6LW6`};Cv*lz;=ua5_A+skN86P)YX_edyglLN(Y5iCtFJTRWPuZ! zifU<6QxOQBL$=3?j&vdsA@FVH622OerpYfZq~6DoA#zRJ#m=W#-e?ih*}k@hwH$Gz z6rYVJTcD%*PqrG;Ln(xGfyc#^wF6q8YvQy-1aTa-I_|Z@n`D(MMdO#D;NLg~h(ZbGi8Zh>(jap`mHU+U&)h>YE|$>a%yQ~auf1STUZ0pF z61M!gNuB5OIL*~1B#uVsymZ*jV*W1qrrlYdLb2AC zFVdrFEc=lXbMJ1&S1I0LV3V7=6nkkK8+WvHCPZzN|Jzbm!d+GR1-DEwHECm6f}|je z>+R8H7S}7>bBtIHc*3-BK(eh$Js=jrRj2~lm%c%ZoAf^01=*;JXqW_(K!K)|W|OOg z{Ce~#3Q47_X-g)d@`;V*Wo0sKqH`mT_Plf;K~jjN@Ug2e=(=V?9@W@68>$nB(P8IJ zz8CqJx0LFw#|#8a6g|^p;hdC-?}$ztP%QC!BqbyB>!WK2r-*G81x#VcIhwIDFlW@n zhyTNy7BBqSO4%KuaxGi38q&dt5|=Afvh`pz|5oN67<4wARaAxXOEis$cUqeT(^AIT zRMUGQ8JUKQHYT5XgU!?&>kK;fUg;IY8|jW~AL@x@f3A$JHp48a2Fo9ss|Hx^yaK}) znkz}h-#NnD+kCkhIrnwpA<>Re6vrH^FF$wm3C(s)iMnEV2+?*_$svhF^Q39CDOH4Y z>^HvLv+UbWj3UOjRfN*!?q20VJe6wr%%B5**asyp>J(cQw`D@I=Pyi=^K^KJ-Nx1k z)wzUkElnVLmA#Y)#2vHAd#Cx)A>;gYcV^Pzo{>TWC%zk}wys++=ZM{q@cHv%`onuJWwN}VdCQ{E^5Wrz4$8WRG84 zieD7OR?!e%IMl$Dl(V(N>>jj;&id~L`f8M}#?iB39*6$iU6d-bT>!oiNjvXafQL-J zL){HKDs^ltRb5nLsX>!lX*stU&XK4GM(g~e@`yI|O(3Kjn|;OdV1Jaeh}3mVh?Qh4 z$pr_0VOVg%&`~pV0a$jp9q`Vvk0q1GGE=mnksa-@DdLG3XN^cHr$)saDvvR~3~ZCZ zlA^1>iYBi}k$R1Gm-#iPKZs$gkay*akBD%6fa!h5$}>BkA_Y*b_T)LdeD|MhH;?y1lz}xna|Hw=csUm*dWt4D z*2QzgUKpl7(xbAO#KyhKs!RYkfF5XL1mPx_3E$ zcbWmT$ZRglL0$38AH41c_CsqMccB9*v56kOfTI_iz7#lu8f^Tp8#r7xq1$zzE6<+`Y*)>0h zMh@5<^@5k_AvX56fP{b++2wn`-Uv8%aKJVQzj!lu!=h!BtKA1~ePlJ{;YsFgr|ZuK zYNjJ*)^%lCIyk$4#bVJsKUdbfg9{wR4~ZE-`K3$v_pzStpWa5$^en74Gvr#Ne${a5 zZCqOBngcdX4gh4t+7O- zQ1(@#1XUywq7vGTFW|Y1X)P@+>&x@DY=_Kg5)L-HFS5*45mj)`kX?C5xy@+gtNf71 zCm1Z)vy&Nw^N2TaL#S;QRvc~s=F4Srt2iP;rVE~y%EZ+9YdRfF{Gk<*z)w4?ZiTTh zu@bdhSY-72Z`e4~lP6E4`p0mZ6~5|F&(_EwyHKe!H;p0*ldf4jABcTe=G(d-K6s&Cae;_x>n#@!;nO^Ml(&b+y==;xu`5 zm4sJQK+LxgD^~DD1pZB_NoFA>TCM_1^<5cHhJA%N>^y$S*x9qMoJfy1Q5x-5$1K#n zXL*4|)IZ~Qq}7-;H8uT^KG^tN19d-0^>Y-|johP--gRES z^(l>(5*k2}`M&&G)nY{t$^La#$9;b5mVLSva{4UuvT~p5L zM;k6^C$K1eqpJETIV+iOnBsFimNV{j#88B2?L+ov{7LL&B9>TU3ouv)zQ^ajeWz{T zN!7()&2v`6r*u1tc;d8^qV}$&N24eewfDBV*_@&HoqCe~%#Yk}FO0@)C-)smy3V>F zMT>^ewI(z#O?xQVM^x??r4~@{Qt%tbe{UX!OT2`UJoY4Vd4{r=V>hmy1BA{Gg}~j= z1VZ2hw1$=gJE$1d&ZYAh6Q@NQX8jKr;6@Fd;sViTLooQP5;AWziaqApuDn`&#;G{Y zLl18%;}flZf2it;PAb;wCR{~M_kndir2JPJELEq;hvU;H0Wbf)-M6nZ%_oiXhPLLK zf}LA$d2eTR=<|NOX)M-BwvR!6EUxBaKwKiqSBpI<;KS#)NHLamo?1XBB8lfeXE8xj zCYZWO{}WAH)P)>SuYh0FDkWX`Kv<`5zsLunnORqL<|;uKVH~mAgvoookBBGXMkjz7 zr_4u&JwxLP@BkLYgucd1`#|UL69={?DL~`zyVjC1Gwu42;{}=N136VoJkJ`N$atk< zMTTA_UxkAAKScA!z&r;A$6^4kj)SDjSgpv|%~9JQ7L>gdI0cr5&ZB zZ$)XS5A(2ERegB7vdgvU7xi(p5jWzyu2##&!ALsGy5HaZCDq+`P>1WrIZJ`Kx%N~HR`vVhN$iZz=eYJ-&Z7p z0W&@y=-!k{$Gb9+6p$6=V{#4hz_xZj!Q(v6oU2ufe&7;W3zh#ERZ`;F9&NxhIuxm{ z_?-V;wEz^22@|t0zzhse-Kto7lgRKGk56 zzb&3Vr2jh_1950rW^k~X+2rR@*21d#(N>$Qt}3A0H~~_7X2?UK`sF>)lPigA@16Hf zyE4kV$N(*^WFcBoJ|IG@c&|!3*2~Oa%L;XRdxshL0p9sdgCjCtS+vYbed9B2y}v%( zvDd}znjr5p<;Jo(571x<){c!Y7wg|^pX!e<1hd}otqQ+foXDm0I=4!+=C{mu9ndF= zU^kQlL+wm>3}n@1HMkdYC`+g7H9EKO{%m^>uO^4@f3RvKOo{TyiYfZ-c7>cwYoKQKf(lq?cAu@M-V@$lnw4933TCmMVI z19+%VsZ{9gQI3Zzjt7QW(F|7YE})wE7C2Ps09A$Wu{RJuErDiZ@bvP5XOxF6g4ept zb}^P>;gU+~q1c-n&8pWXW6b;GT*qX68j#s^b6r-q$67bL7La$+T@bYGOq_tX@dHt< z!hrms9sva0aX{QMM`7af8fe~(nt%>D-5`Ngn#HQrT9Qf)Tq9Ng^%^lnOxE+;h{s1% zqHB8uWdavgdrj-LULqx|m!oRIW-d=|6ZmpqXFg>tjpf6}0>A=}(THAhWw_n=8F&YGkDHYa-Q>iOzjuGCO75}2rgHxNFPe%%!0j>Ky?h>1Itf<3} z@iB!Kwrd!xNi%Z7ufouNF7Mi|8vG`DBtzk*6e>(2wNM*_B=ex8?mcf{Ck>sG&J-f& zl4fJRkw|qz@+Skr;96lPZlzIe<}+hpc~|=-VZ?L!zTQg6k@%;DC&l~{@7nu_nSO_n znGxe*fwK6u@LOW1zox`0t}GH!eX`x1aAFI2f@=Y!U*jwwYO5XBQqBfYhkuWL)k5jW zdDRIrJK3EJT`b@x+dPFI)TapMo#2*;$k6R(CN`#< zTz0pVDFDIZ>}CMvoZs%WAdL(AqOT4|(+SGav;m?DeE)a6;9p!H6s`#&s1B|OV~`1N zfx-$)z?TPmc<)K5{o1z>`2+2t0(rsyw`y537p&%ReTf=mfpTa=m-^W*UI|6$_c5k+ z+c#-6#$R8q|1q54*FZ`Zc9>sjJZ-LvjJnA&jfO2UCYP7(DOquZUB8uD9DEV2k3eF& zkX&5@rRw0RLY{JLDuI>PH3+5Xt5;okYIjdbCw`Zx0v6Gw2S$pCM*zE8Q5_hb19;X< z{YyG^LVx^oeG%8Wr!< z650@+oA1B*(fC-p<);Q0mOxzIv|Bt5ln|R?T9Sb9JTFyqgC@YXw} zAoS5{-4X7%c?d+mJBXbRYA0Xs$B-065q6R_X~j5+Kph$WuXO|sKb7CxZ?D`n+h7dD zDGTDk?I9{#B!X+DNU^{mYbPSiV-bQ%(FzN7vG9C7)VxKZ*_T8q4fI<|dVct){nxW! z&ybZCP*As=emAIspaawQH2WGyE_<2>XT}Q+SVan++(4Q@7FA0?%SQ=p=PqoPRcmD{ z`>X8z52@68rI&{DysQ=+NxgtCmaET+P8FSmwmws}KABc(aD<{daHO{oflq+(JF5nO zI=A5zMJ??e9S{p3WgIZ$zXABny?1NsO=+J1-YSMaMYNcJRujpi>O#tEBaG}a89ujc z_V*>tX8&jpNqa9UBf5!w{T)wF*rC(lUJB@NQvu9@=vdLJQgwNifEYX;F60^xd|WyHHT@2&Ldao%)Y@T=MR zWm#}aeq=x!&Sq_VNc?Of6aT`Wq5(~Z3bGYss<06zToxVs^2Tf<1^z)Jz!W>3L$<7j z9G|B1hVH8S0*-cLZ!jQ7bpZ(2RpJkrYM2>?4YBg`fRF2A7-?~e;Kc$f*SG=s>HfOx z$y{}|Sn%-X&q=~zvA#}#n|&n%AlCh#c2hGIcU5wOMFIiX*yTUrv^LGs3P)b?2GUaF zv)FpzDSg%s`QbXaq{Fneel)%!5PrO^xMMkYW&cB|3uf&4#xIe*(@v}@KW`Q8H!V1Y zZmkjCwuTf?>txKvH;s%#j;UAL7(zuk4;Z`&b= zn8NUvL#?+RvCvs@ih`JMQ22($o&e@FR%sHE{ki*TS9fX<`=cO^3bTYQ8W<g}%pyXW1VaWa~u*_-) zilF9@05dx;+EOIT<)@l3J&|xzRaU3l4__qHEUCu+?DYXZ{sREH{O7muPLFV1U95bL z(lEP_5PliP@a`G93e;o%7pD$95+WU3@a3*CfYWRuFjsVP3=4M&s^ZwoRtn!Kza4Af z)OT;rfXdnxPD}#VAcDLrmol!GQ#kA1zZD9|D6an+8CeWcrI;aoh+lpUpeN)5Fg}SK z4_NO`kV}c|hLwxa8)mk5CuxntJmW?O?XiN=0RRXRmC>E6e62$-unP`b9I#}!H_TQZ zAAb#8DI6eC%0o{`RMvt1Py8Spev84>L`6`~GWX7upbXo^uqMyBCM6GYisW!QVrg94 z9i5c`e*MOW*|l?|0ZJ^DV!{hGBA|niC$eCmmW(d>2OJ)aTaI9>Vco zlqjVS46aR4-CiinbrcB!KcFCJabo##HB`ummKbm=blLUGYiFaSKx(auu6DM|*z|<| zZet=yu$b~V|3ss#_yNzf4s4MglG+IU`@84)hx4b4Isgk1-CsEE%^O+SUvJd^eA zBMS#!hj#c5N2&Eu#R&s+M1N@;Sj@Dh!g6Pn=+l(?k*paJljcf3bn=HeX=b5C@iUPYX(+J9#7J z4sckChpZO`{d*dK#Pcf<3;maAKRFnP4GY33k!WJLAuMvPqdS4)?WZ7_A%&=0=c8OB zU}W)j(Aq3F7H(+^X zuxtFclWcAR)CFTE#4yotv=}MbEu2;3$km^bFtVh-KOIU7cB{JoQ-803d=OuzNAY7= zB$E8Gc40IqcZIwgsP+hrorKo`VCo3VdhEOmtlfpWA6#bDC%vUojC9;0hxa>#)&iZp5x_>M7|Lwr1!O4yq>uC+VF{9iK z4J#6#<;&l><=MbFgCQs+`4Y?}mJ)F0w{xj9EpwB=jOLZ~@T*@Qs2HLtnC(+_JgG|p z<=9g*jOmQ8vBMXL)Kv^RA?rE_+%p5Jx%}lopndNGPWkCCUjUtg>-W#^wJQ|1nE`3@ zV#I&FPyekR;l*TzGR^ecaICQLbFeOQQbQ(pAyEIgaWZhybvZ3k7b?ozY2eh}2(D_Q z=NtO|^GA85aNzbA<@K8rYxG|3-Wl{-mf^&IJWkaUs8bjY`Ou_0DXbIfZKRY;5Szw&K%FLBbuX>YFy7ZR0W)} z;y~bY@_+FQfqGqH0)sz%;7AdK+C?&PNvcIie1Y&*AcOSgj zdNUU0;^tl8M#X#48GT=y$`}J$H&^h?{jY|CG=MJ9RbQ3(3S0%5BFX9Ql>0Ovd`yyY z0p8V}%_%QYDg^ZmRwb5V!BoJ0(rmceW6)3)Bqx+rscPTU?LPy(48nh5 z7D2ZN__kG!o*sLt6Fr6Jqhxlkm7GyQXP5`7F0?nTbh?}cmHH8*?xS3E3@B#rUoeUr zBEYGOpmTG?|9#?c-YczKkjZ2HLIjoL`;CvU#GL`ewJi1<=rDE4oSUbf{03vxttR%) z0cHOULEw>>8UgBhR;6nc5#!xQME5B}eL^p(1D`8px2 z)BnTRS3p&@Zf(Ps4ru`iH;r^CjfALxil8VU zDJe>K2^*1+Rtb?-Nn2t(ZQ{~_#Q$|6Wd;3M?Y8a!_%?!1oOGfW&XJLSg_tGNaT}4_cryl z_)p*YN)C;KJPvKM!GW7NZW@s;0D@5>b37`ILO7?6T?m6;CE+nF`g*vTh0ug40_8`i zW+!%N!nCN=IIXA^1rpc&V5IN5jEKy179$UZ>7mN z_<}|&LCP;xuOlWdAoM!icz=P>{y_<}sOlwG1DBwZXI+4;Ls-u4?=Scdw~R(1qmhCE zI->cyM1?ru>AsMlxsyIK8eT$lS`~Hi~2pwta>q~m< zG|5@0LOD0s5NdX}Hp~*NwhwIN0kNoeoWZc{D4Yr=2^4JvwQI03rPfE*gLKdJ)o!cH)xe;*8&u*PgbOeF|{ z5@z4*5Pn4%H|X?%{wXE;5?d99Q@0~;L-n@GOt>QlV%#(T)4)4~R{(=VSr*9psvIss z3Kq(emW~?pOJ$}Qp?YxQr8p0$A~lAniBW+lKlHn&F*y5(`MF{BrZR7IU#HmKKd7uG z3gu^4y$oT4%$kSy1pRJfjbd8@SThC8iZ{w)~Q2$DlR-#e4s!1wiL}ntr># zsc_m#K{(!i_H}VEY)SfBJyh@Vk{9{L#3Me4D015W*`*J9F)azBVkG3f>*l*nRFN$!AVb;U`RSH)3cu=X&cHF5depD({y_3jH$# zYC23`*%?i=#*K!GwhLug_q<6(AgB$UAC*pd-&3)$}+fFdrH&M-j`!IV z+I{2ae`$=Oij^QD`AfJh%p4U{c_wDfb5v>yoevBa0ukLVnveZ1YC=r#F_6Xa)I$_c z>`tsx(m~NxtIIQ?M8y%L9|GrA=^R7=j-9^SMU4QUy1^KMP=tKZNHD6#Dpt@?V9DY~ zOSIY$#LFdp4x56YCInYNP&oi9Nxx38fMK1E^SqQGi6%pj0R1MrD&Y#8eZ$i={8ZhV?~KJ54? zG}qH2I*kpLbu~TMx%bWokWnfyZ34gDmQ-wkB`Pw&`^CYl)GDx_es=lWQ6L!M2*`r4 z=>tBj?;PajA3h>JC*&(^O$DmgyL64SUl*;smYXL8L6nUBI|}|Q3+`KiI9uXU=D&Kg z2_DK1;NZa|hGp4wOGUqHNkB`_S1kaVhu|S|hzbIs@K|me6kmjR=?a1=gGxHKTY;TrhTy0f!(`CW zS~58&8qy9aa+-HGgEtYB^wB1^2q*n&01;xO&=c@0NdeDg6hI!510NU9B_T5ScLFsMqhN%2ig9yK2cjP5gr@8S z7KHibQ9n4z#eK2W3`di|eF+^A7a=`!0W#O(qkx&`kQlUX9D3~y;3`lDGCC-i z2KufyA{D#BjPGQg$t(wK=w$vV6=on|7u!W@LCXZSZrli77%UG#VrYIxrMNA85iYBUX?p>!>r$x{ntm9pB(jl*_toRih&u1dfaPaJDqWI(FbVH{;4@r1w*Vf)NU;#i5mbIs`NSNiSvb-xH7e(EA zpqT&JCIPTKBIV!XtX*S*2wrFuZrTGZW5-ur878iu!D3hS=&`2RORNJLX|QO! zMD6v+GIPvbWfKvC_n5B1TYuLA*v&&<-7y3hjk6hQMVUU|w?P_HwqSyqB_DC-etx)q zv5kKBIv`yc4nPcb6!HrlEt5Z*vEp|LLQ)vKBV76{xf;uBpcppphr7b%3L=Ai?7d0nM^*62-;P@R_(f2P1o}ppC&>~z$IsQCy!@?x z?O<>C;Gvd*dwuasiTsDxG9+-bZPZ`VM?kbf*tCf}ALP|eOd}3E)}bC^p4wDi>suUm zmul+SdT{{1g^BNqxXPyLr)(|3Mn8-Vc`Wn;3C=oN zb)6-ToMo=|`ssk+ECu-!)0V9qz}y&TnQ`S>=UwwDJYm#IwzH9m4-|cd6UY~X9@3Zt zUe-xwBkPm49ja(O9mI-6dZ0nznwAFvn+=5GTP+MeV7uMD4T6f3=>bDY;OAY~{YZy$ z2EbVS%Y1<{oZY&MB{pkDHPZ?RZ%wnL5R*Kw5K2taxOHVr9*#*Ol(JtL`BO8ekacTy z{a0b1>dp&4CELe0wvi+PGL&o`%_7?+1Zw|DbS9+i8>n7(`HS9qMF0{y{Cfs~VA?li z>_KDn9M5=8LA!%>@EEHi+KA0i`~eom2x}C}jWiOEObq-fF|h>@q0~!mY}Qa$LJQ+p zs33*CKHmy}iuFh{{fZ3M6-n}=$_#)mNC&+-**P%KgFQQ0MB!k6uO6x&o?PFARq-R< zVonE4!!rAvZ_=340kze$Fvt5S(jW!1DA?XAp*V}U3BLP*S@7&+=Z%y}Vm@3%>6|cy zfYX0h`NQtu@%RD}^j|K(kvfG+;^O&-6{W5s~CtHq@6d|DuKeZQBG9YeY`> zfTBFiNCiEO^SDU;(b}@{0mvO?^h=ykcA=Vw8df)6BET-eAbEN7zP~q*9ys+F7hP4@ z9PMmCBXsRKqME0^w>hcN(k=Uv0_aS%iwXk%d+YihnLnK}vXS#IU4m79q!3DQafU0G8 zBu&B^alZwKm#sXIt)Q-cQh6I~1rhghEP+GnrV}h~&V0GF1QICd_h! zQdtVSQMaIaj^JF`OkB9mP7+otGRv2blr~F#?#Bd=X^a z>lN3pp8!dVRgy1NJQ(G-8|h)4yE)(AUApN(uXF?+pwzyGSYNzx0*p&#hKtYz(SA>* z50H5{$vNLQc<(M>Knh1oWzb0B`zQcSI=)3_o2U`sT3%psjuPI*&W$*JS{25Za#<82 zAfOU3&`;EI$YYk@9(sw*_sQ&!D4voh30(Q=&7u)@{B*(_LRpWsCilFrvM15Qpth_c zg~G`1qmGnYLN0@eD}xn*)}Yjez~>P)T;x|Y_7l|c7VqP5lH!O(BaKiK2IsjvS`Fm~ zxDRX}Nl%~Ag}Q;;!&Ue2xWv>TFE(%W#R}m51X_d6?g5Zmu z0oqE6K@CCyj$-#Naamb^Jb+17bx0!LPPGVpm7-pU4B{7;gcwCkgPw|7sAUM0>@+km z8e;&>s3FN(eeA`UlE`S#ML%gLHz61pl77|6$^vi%G!Nm0ihz&OsD)?I9lJz%9l7U#t`Hb8<`LXTy{z5I_Kk{ zBiy1n>xl%>`HKf0cm5FHJ`y`le(vcdS$)1MpOFMAU70_%)($&#GraTp?Z=M zVzopqKl1!gej_GW9U`29xCA~zpx{Pub324#4&>yiYNYh1j2wG9|7FCJeNMkOBXGJ@ z1Ys%tf9r(S#u9u*_VglbV-%DoSBq!O!Z?+WJjB)4$&;=lmB}wty+_`sf~S-_OOQX} zELZ6Na9GX_qfRDp8#%DAzMoy<&l%n?vy ze!POs3g$RBY=>xM+@w%rPKGhJHxle$9UCPeAaLp&OsG9_n0$Go68rHvr;zfOfG6Kl zGEQkEEIiVne-3>B!QhArW=kSvdbgpBaH!1-z|-qsCg=ASIkT3i93fs#Tk$5GE8IOJ zd0Kf%Y*K!i)B`^10nLaX*XY=Spz)Q4k_%>>sp-U0x=nsW9-R?CGmSOm{H9cpwEFJS z0LrgNm5iYi)ZH>N7-)6K_6RjInVsQ{dFc0}T#`Av%9S#_IJP@vvm#G~y7fRRy{5)T zKp6Me@hT!h1^<^&87#EX7UW{Th*IH5X`GAR3td$_ceOEi50O8Dt&Zn7bK0Jbc>^!X6&;dsqQn9rvYi%;OjEWhLA7fX;9&3PpY zc)hrNTDzn`Ob0?$iA!XhyyxTICLv{_x417YS0e?m!Vpc$;ry=jriwmDiC?$K$-3sd zlBnL(S;!a$N-mUBc#y^$!2sT{v1S&Ym^9MNETJ%C=~1VMP$Ib}#q_e&@@K5~Kp`e{ z9?a}5LmZq6iKOwURlDN9Ci@^lknFT5!i|3)i(tr#6x!KH(x$7awiv6aR`$(r-VKx( zMdHvfNT|{RbWX0b;tcw02k6c5C|Brv4d%K2O2U1~GczC=aGfKj21*O8#jhp`sBC&d zSWPy%*Bv>=pkpABpPy#7B1H~3%CF|}&w~0OW}n8&XzLndbQq}pcue;y6*N5ZgB=7v z>6}2l1+)fkEO*%mnMsU#Qf`NiSVOx_iwY5<^7mJAn`gJWgmV zWcXZcYnZ(?+A6txCJlpB7xzskBzC2#eC1n_tNRJ4! zu|)hga#ET*h!0pBK>CsTh@dcmFk1Zc5C3GJ{a(VCD^QGz`|2%3=|{mNrF5S8y4)IQ zcX}zy*n}Jx0ddbwBUd#VJMkP6sX;35m=yV*d?I;{Kh2Nr&ccrAW+0$m>Q4=+(OlTJ zeGnVS6z`qRPYTW~n;IE-v`>Q(^`>lucu^8Gzj$80Chh(W!^bKQag;}FQ3f4X^zkET zof*WrehKcw^1nTL0TSBM`a3duQwU08?kI~;%}H0Qo|*!TRu)dl(*~7ph%!A)bRCkU z3P)?{Qe0%neRqA8C>?X^a9&xtn16)~9m$C^GGmks?k50~E&ujsR+9mn$}s3M$ij4E z4F+p)&LD`lF@dOeS`k!dz&Yu*)PC@|CLqQpV{1x;RBSUBQ1Of}r+#WluR))RdL*b! zOD9B~G8oBnNghywaP(G@QHd>mrp3G*(%%rgKjB8ku`cW;&KjeZpjB{QUgNr$(zM6D>DQ{2iK~w zS}VM!HrMoE)8}Ba?x1S?@kKoblRJF2r_Tzvobpe{L>@_H)!adVI-o~+o>D7Cw#Voz zX?_Dsz$em7ONtjv_a9|3h_O+usGjx^3fj*4(G8`#D`PiW^_B=yJT71&iCKt|$)WW{lNsIfDnmEpmZFtV&bBT(}ZTV^6hJO2YAzZ0a{a88O8T0#hl0Xbd?VVXlR zTZ81*?RXG{hDC_MR4uW-RC4}xwyY!Ta}PGwl0Up*{c)VO>mqU!mK@|rfvfJIiQ4BFQ1(M^Zl&!$>sye$5GD{+U;tR9{iFYjF_Hf_7c=vSG z=@oZE8>kIcU522dXA#WN4dNiTW%zK!%`nmh^iL4Pt^|2)gM~fuzL5c&_f;yV^pS(b8SYf<&!qol$OYvuYyo^D@4wb^%zEx$sg7B zpLRL`00SkEv`1p7_r}QuLYbtyN+;tLIj3YLpgDtyOq}4t=XaK!Q?5ds{Ao2cHYwm4 zj@4=YqO@6XZ)#p1ib9A07@&>>sEq8Qu@5a<22Sf7t`e9(xYP;@SBtA-DzdB?N;X1gPTO3~UiiJteOd9GW%Z4e<ITZ2nxpo^Rs=i1e0L(A2$sL1F!Fp^&rvzDTFzi8q1YeIdINq-G=*a%jsV zA(gCflKw;1Oy_uGx^E@?{K8I-YOR~fN$V@x420CN7%jI45`tH$W9cqJwGt>FZcbkb z|56b`l93P9P*s%_#OyJ}VvpcF=r^ip)n&9hk6s@(3KYUNz;zO>FO0FQs9;8rF(DRv zX#*VR5XgFz3$WY}|DaGa65zQoP^zO-D?pV>{$_&etCY*!RGr=?k+Ts|ITi(89i6>U zp0kk0^WfSkTw6Bq_2Pu_3E9Ii0zyHKx6eX=SWLS2#Gy(Q2Dxo4<7Op=kpF{AHM8gZ z4M-I6+D45pqGLC~8#9*9v64XkSoaKZ{t@9i)mxAmBL0D7u6Wp6vJp#Qw*w+0e6;&b zr(o`oeG^L{-RfB^%wJ5YLjpi= z>LK2o;3#t`i2|L}bNfY@@v{C3Wyn<{@{sSu1Ik1sC^i#3N@Yga;aorz)Ybf!<&{we zwN1Sxpro_UV<6)JQqa_kEi>Z3JbX zY87_|$<49jH(pI!f;-9#*kA{jC}lR=lVtm&p$$qBDWz)j+5odhN}$sDZhz5hs`?#)Lpsctch1TbuXn3J+8qo88^5Q1Pa`}Fs~0kefe z_ng*MH{YcdH=}FjFTdE4=4ht9xJHIlI1?8=z-c*$CWVP%gXI?ff^bK{0)h6X)8|!B*$!uk>hjx8s%D>OEpXGh{tC;T6`={tC)C5?oZ4^2M<>`!0&3&8yK(?y~-kpt4x}N zQXSM>5VeZ0f)d{SHngt@lBhchCBeTpuryKIs8ElvR7wf0FRBQe3f*cQde=^}5s%zr z%N4ZR=qI^@-D@>|m^;vjkT?YZK1Pv$7pCx@P-OTDB6htO)Cg;t(=@9Agi8{fVN|vj zGQn8w8Dx|cN1_Vu^k~M8;y$3oOkuIm8D&u=kvZA>8L(7{*M#_;Dy*#Mc7*&MQjrtq z(&B+n#>}S%aEu!1sx((PkrL9*F2sNMPOT=l=d|46v)`$50D;jU$R!O#cV980aKnT| zvUIQNE#4YC7dH5eHuc6a9UIj44*#&_M_JaKWE@o_tRg+}C!b%PaGdA~#>weq^UufU zQELW~4H_27NEsZO8OPz_*%x%9L<~a^0aL+SfFy+yZ2w4YfOhKJw_j*bH6Jg_Rp6sZ zY9Z$lb)5`{43dU{h!;3<{K1jiTw+t{vVcIAd#cCFwmUbmz}*L81w;>wmqZDOzN!<$ zO;;R-n{|a-7{zT8sBS10b6$QH1YM<{ZdF4;dN71?3Eed08Ab>dNhy3Qlm%<~k(|wQ zz>Udeg<6jJ2Qfi!e|RK$nlFez*9v!WlJ&<}%=BJN($AIjW-oT~D`1uMgh80@_Y~lS zDpmWyVogn(Eg8(N&Ih|!=X=X{m@`pElb}lLQZ-~=O2cG>&oJR2bJjn}!w?cS1*JaV z=n+3qh6yWRU7yb(X9pBt4H?j#5M!#c6Wg%oIjA{8Mh(kvYdIn;55?P}nFmOJ=GWA| zl^-ALVK6|_k7$Wvt@jTHBLmKd-^?;lo8WP^ORBEd1HYC6O(YLUQo;TfT&o zYh8X(O^BM_ZYa$clU$N=xpCpSb7RY?6r&Trnub|bYdUr`sgrx(oIHSd!BznEn{(lp zot{?d*v1d@GJU|2fq36@u%bq@UWD_!li-r;3$8+fWT{aWx)W2MU(`cQZKPHrRMptk zk&~M!*U~BSi9ngU?S9`7y$_$bJ%od32gl!Sfa^m6 z{v6d4t}7e!n$W3n?qdvpJ$RV>h$2{y@Y$^uzoJRCMR=Z`ndKE5ty=jdu+R301Nkqq z_?D1=LO`EmH$5hZ$EpyBd-GHMhtn1)SfF&|P|6_g0s-X`aWsZAaG8?oeQtruNv;tt z0jwnGa7<62EdNzTNlt_E?y#cvKW~=y{PWSeWFJ5p#Mw815GK{cEx_fWlAe3x2f)v= zO3;X32No}5SVO?4V7(z?bj|d=O*bHKavo!fM;s}(O&V@Ay{X2v$|>9syL(fs`llGG zAj(_7)$B|#iA3OIrJD14z>UPd(^?_Q_taHpnQ+EF}o&&Y$oJ@d5_ z7Df!Ew8xm_etjBMI>FN~AGE5)CSryO#ZL*f6H}Psx8lJA@IxJqXM5alA(^qmwisBCZWB>KKSPd+f%Z=>OAq-Qop&)m&>3du&iR8W z{O;s4OXZXtoRLDKrbrf)&!k8&af{R?=%_*L^_oD;>+X|DeLpl+k6_E$W79453XqE4 z(m&y|ZTAc8;pkW*4eJqzU(3IR2>@heN0|j@#B7*9hIjfY@CAm29eSCjpr6ojV=V?q z6^6Vp!Bjr)-b~F)G@U=5cbZ$J9*)(qoBggi|5yJ@TEnP6L|6s?pP9 z=W8Z@h7S>sioNnL?4~{+u=(M`QxS2(I)BWxcn*Wsl{qS~VfVJ3d zFZHq=D(z#~@mo~}&Z16=`RDzAOq{Lhx{KX1F>ds zE$Jn|+c@>6{VI8lsKL(0!jqW{kDp#z!JmWFm?I5=!9%$5dO*eKEC=5wb8G)yp*#O7T|L z2BGMzTfr&*=8UlMyLe-`;%THl>g?d)&~4o31(3#8tuO zCwg8j5y~6c8Ai-qKJOt+kbL?gJ6NGTX0*j6+zX38p-a4wzG35VbHPa3Y4p8CH?k}! z87s2)cD(+coCuc$tKcRT!RTu&f8+P5&W#KCVa>Nm0|o*}BK>1;hdOJJ|q7ea%K)sM(1Yt$*Su{o8h$cMC+HBaROK*rphDMqYsS zl^_>Nw5ctKnRb1YL^3M$-0H;%Y+ZZoi5-^<*SBdJX9?NW$2xmQ->UU~7p3E5@%3vH zcm)1=#&AGM^=hXdcBc5RyEO$CCyz@tIt=cki*PAu#rOAE4!toUcVR3V!AID+_D{lAIdgHW>T#bQR4y`K zS;VzxnnLvt!r-2byCW{q?Vg6d>T!uUtZMRP5ts>nKc-zQEHsvil7c2QB+1@}TUjP- zn>gfyugJ0rDQs9O5m;Fof@N3zXOeK0qD7mGu^M(U+{TdrRNHNSL!DpPcu@7H? z;Rn~oN=2CI@Bbq}K>KM_r*QhE;=*xu3FI}g?hfXA=Fn2_Za2^VB1LvI;W#Bdn)EEE zU2a`8)`Wnfaj!?-jI32fRzAbIbbF>np*~Uo0cC$@+aW}FYsr+Jo!lA4xrlq)5gL7- z53ME4zoGbNd=d4#MfJqu4REWG*HEM@7;cIiWU;#57_a;#-P5~GH0-hna? zyDH>sun3g`pmLvth#v)m;j8NO_*^K10A-r|$Pc21aq`uI~> z?H-FbTNvZ}D-l$>zXBNK{3wGYlHHpsslF#z3io#qvE+Jrkg4 zc9KxR?`re*u#O~B0ujbG%DpUye0|7K2!kK~G^wPJr(%nZK$rQ{H;iM>ZJ_gGO{B(d z{3#_Vx6e}T-2Yymvfi!;cwGWI_fl#7ddLK&BOOqs6@zOq;D^Eqq)?sETdG5;Pl9}r z31ctuZ@!2?75So>=RIg{`;1N2$h<81_S&P9uCxa|uS>N{1432M;@ED&be_Z2^)M;) zE#;RGYzs2Nx+n4i_6k=kXpKw(e0FlzH2YAtKSE^t_?x%a{$i6~H1q4fMwe66Q+)@< z{Vk3J9eq4!J}~ali_^zB2(w3X8nd(sh0QsyHNMdv(+PqlNIpAr8=7H%5DTS@0u zdNs2NRAsvXM?9vP_u-s<_xrJPR~5ys8b!{zw+U&@`WVnxB(LKF58anAM+Fs=ahwrtR-SI(t?VP4iGtEq@9u^U)w0f?~M~`oB zh@Fp%)6%qc6A~Fw(?oeXJ=XQfRVSQU-&!6!M_s+x%tWyfinB{Nve`~Oq|_FtWRJZK z$e9PbMnu03k`gLTQxYBsUb_qEH^;xU{tG)s>^8mR-HuJGiAcN_p?nkEhM{zE82vvnb$jDz!XA zpXC_udz03LHhXe^Fzgg|UL{H8XBFZw^bRylq-An395VkjD;WM|4e^yo8T9}BaG$}x zo|ZyPJ<6`O<#12=ezY9%qo3ln)YLwx{D8+4k*Smp)_Nj(ip>FjG>t+nJ(1XhLvi$rX8!Ttm6eo8K`{dSG!<;@{VTSppOj`*5|k-T=a9K*(JR(cT@ zr8j)RI4E)g9zOZcmgKZ4$(;?my3jz)9s*PNaGn}nI&5-eCqD|x_`~<6tH0r#zfWQG za?K4>jDgGIkiO=P8x7^PREBb z`-SY-*G-KapFLAN(#{0^z?e4I*6cN~6hg|v;wKH=TOA-6T7YfhcqrkTkr%E^y|w)f z&;2d!ev%W6wqgAchtgF*FO#_bxj^AeT^tub4iNJwHV~52Q|L}k%p}`YxFO%=08dopXZ&>1A1jQXGPp5d~8kN(s zf^VDY1_8Occn{mBgbH9h@9`GC9r}Qv8qF(xmB+F!aSJuwJuXW1i&lj}tgDl};(PMv zV}Uv|^eN2gK99j+Z4-Y|dJ*=Q`sUTjDW*8wJVGy^p3wAKB+W02aSJJYk08(cWe@#R zoc#NDOq@K}jy*QlSngam+!R-HxJbKPFZHc0ABqGhBA=tyvTepDRAvph_n_8?I+X7h zt3tpCN=Fp{80a4|>c4-lkwTF()u1J|HY1&fNR2K|t%!VCAXynYG z6(kksb4_zZoR(W?iLLH0i<5&51W&Vi0qg(ojO{42MSK!_j9x}e$p=$eEuYh``&8j> zDIUek!(;WiUL^71WXtJ=T(8peLD6ytdvU`F#8f!`IR2e!H7Rxhe1ChQw!$|5Tcq5{SqJ$2KH z_djI#f1S^+oTn?wV$uu(4=I31xebr;4CHgGu-mq#@3U&U4 zZ#}{9xKm?dH12A?ra3=P>521j{NSKZD>6Y-bqav9M7%8C2v# zOY-Dsc?|M@1po1i{7ak+(vwc1k9YyLEMD>DOmp{QsNjA(rhmWN*M^XQ&MBnrGV+8v5q$J&*36TC|NXxfq0R_T zj7rS-BTodQ(MIYxO8Wn?$p84LDmy&Esy#>v`;qU)#UUxPnK=62+xpih^9VaCvP3%i_zoI+jdHT0!^6SIguQ3<}%X{l;$f@a*lM79uVlw``XAxpJ z75V`?8KNoB@+lLrz&ke0m!JM?&HwdF7Ari>bCWL} zc8s1!q3|pXZ>_TZ?lO@NzS2SK)}*|C{kpMpMik0BUdk?>a{6++yod0q%;lK9&ulvcuhC?{6Z3-4SM!pazQ1hee z%Rkao);W0krk=ASCp_(synE^ccgUaKjV7l+;V~aU7Meu|9}LzZ^8YjaNda-YaU)!m zVhmTuV}6oa@lPiTRI@~ayh{EDvWSJgtk6F$!U+FJ$Kf9}LxJ$>`TQ0ClT-is!9@6C z8S2AZ6^2u!DWE1oSo6Oa>#u)-<>DPK*8!M?$JJW%{GXmAf8*zCarj4`^YS$*#xaU4 z$annq&Aw{z#mq$i$3uhV9ywfYDSRrrT#V~L=HBq*ljSPY^OvyfL3a#sv{>GovwL*0);@S47#LxbITT{p~Ben)$PuQq> zI0EjNG;f0OV_TbNeZr)@eZ0K(m$z&g+D{Logr~-NjUWEds=x4uWxa(nag#XYMpi_4 z7}HZfa`2rz@l!Wc#_}Mv;F2QV*<5e#?KWYp7Me>Dzu#LKFWTsnzT_ro4~)D9Fm-Ut zOHmX(u3DeB|JI$+2RTwZdkfpzcfPGpA&>m#CBC5u>5&|g9)a)8qjX-&(-(vJw=xbdV`-OBori>OE(h79l3%dKMFG91%}nZFkf>K?!b zUlcFVCx_>lpCSm2n)lUT!XN?eq8E$Tn=u@Z8V9dfj3z^8Ly3ax?zo z`IT8n&Kl>NX@yHpCRRHT=ccwKRV{Ydk1ZZ|Y~RAH+Jtjx-7L7xlYDQ>JM`zy{PNnp z;`;uBd%2avC-U|Rdge<)`p=#g`29U*3BbB$ZVG-w^k^ZfkXp#ib&lA6-&faE@8glc zVM=G-Tn(C88TT*U%k9|*55*1Kq=ww~n{V%QJQ)t)$VikINjB^5;f}d!HmJSZm|b^C zbn|uaPct3|(6Yiaqf}!*eTJy^v~;+NB&X`0nk@W$Wqd}QjDhmXkmI%XoAKvE!~JJt zPPTYeB}t_2NnUYLd%E1`mCR-`rcZXVMMCQL65MwM^i5PppE7dTk!R7@YK)fN#7tE? z+?yH5l`@ZT`}q)Gv_0Ftu5x*=%#8O=JJp$=Li_d~gPyLfYt1{~+xtNayXk0*7Yv(r zNZd0|7WIDnSuB6$e1F}SY-@6;23 zRNHBlwfAkjkCCez)Jlk6US&Ee$JRBpt#yw60@oji<_uiUiVnk}xO5=+s#;?-pqp1; z>S>#BeRQqd;B}VmRM&*q5({g@$id2SFx$KS-*qI;|C=_R<^nm zyIr$G{RB(+j~y((8Z0Z;6R+IdzWBM~z}!7hdRx_lPLy_3P>=d2!BR z@jdMjbBJKEYL$)Gp~3gRtE2(3seX(2IbunEeI@@Ihh(98|3k^<%q{v@Nl8_-Bx@>V zE>x1&)rv<1m7h=0SaG9Um*&3ilP?THb++3KqVk>oU~2pT z6Q4V|@DUqZ->sBKMu65nSTd-H! zbt*n$RE0z;2I%x*2E~hu29B=y${$#p7jPGgD<2nxxYO#fhnH0q zme*c#9o{PLH|{ZDFrS;n-;0f?6)Y|19-Dgb8)*Y#pan#hx`FMBLy>jN_a-47`|vZl z)!4gcnmy}JiA`!6`qyVfA6r=;WQraQn`Exa)|%0_uWU1kWeaS~Dd^C7yv%iP-E6@A zGvRXGApg1fgOpX<5RRC~p~H50dASQQfBiI_Zh>LA&^8&z|S!=Qm#8h=Y#*ugsgzf7!6~$oa~6G#1)7 zE=DZA%XMrkmS^-FyH;5=)EqGn8cXqAcv(^Z>73GUf+mmldFwW3W5P_&P;q%39~<_N z9rAL&RI%O4=3YFN>@vb`YFAS#UT@{tJ~;1@QMo)TSRHgXeAu&0ZjCy9%u=e?eabz* zFQb~D2Z5@X!f+g!pE14w2I(|tw)LPl-1k_KNd zKj{-6o@{#Rx$o~dbTDeN*{C0ztYP=bDDInBknELm9`gn1i^VfDCDZZEPez}OZ3s;1 z?l#LFio$m*eam|sv3D1ruZQ0q%YI0;(iJ%nTOpG?>q$Iet(%LdlErE-IR0wbMcvA$ z$I|~)TmQuOc!3b<3r=V7Qj7ggxf6H)FFhUpivyzS<^NLkcUX*;K9?Va6l`kCy>PYl z-q~x5ZKyjJXx;r|678N^wHe3u!p8p_ah14a!1uTvn~?Z+$>%AaH<(IH*u`WeJw`T& zBSN|~*jB@1=bpW3&huvam{*|FI#9e=Jl|No=b`7mma?^!D88~GY!|_1{A7@}(|&=4N(a%iyjdTTqD4H$mr86+9UIibx5r)xFDiy?SYd1i5*eB7_Oat>*H*k5 z7F>T?JLZ%%ca#g?sl&Go54(G%N4%j@QfzUrpV`YHr@Yp{z2EH45^%HqNB5tG&$t?; ztz4IyLGO6eH~!pxVJ|$|q`$gQ75P9QynK2(XV2*_S#PcSP;B;Dw59FSxVKVtQ4!DQ_OAPoP{SFE z@KCcG!$P(`=~j_*J&`%qTDgC#NBvR`lYY5GZ{@DjvJ(MZ#tT1bXO`)tekZa(Pz_N) zOoGYv#bF=>&-WBQNs`Za5}o^(kBxQJF|6swAQ-MQc2%Qr+(RNl>W04pR<=1o>mkhTwpZ%&BVibOa*+CBZdC8vu?F@xpDGSA zgcsWKb#`t#kA&y1ep*G)@AWq-wtHm9(i=}Sc^KL{8R|vF*6aG_lH!Vc}BPJ&iCA&J$bBF!zC%_aTi#%pA) z60z$p1L8%JOAp?*7knBd{)^lP%CV>mmLi5cMcbL9b{N*Ot;?>>$*c_|)b7u=&yIDp zU9hk&=y5n=d~i#=fp5=z_Qp@LVJDpd$`pIQKbVe?$ zLykE)KOV6@CJcv{_KbvwGw+IS)hez_5f9%QYF;RW|1XoAC(l5`<^bZtW1bZB+UzpVDiv+T& z>dfu=RG=3sIbAU$Q5u3~r1-2^MG*FKo7nFcEmApSXueKbKEI+kJ5{pr;GXDEb??ww zwqDZOKQRSAta@-Z(*t1&RfLMZ`{6h2Sm!z2%pQ_pPK_KSj>$Vg=cmR@ac{d-b7PX1 zkl@r}wGLwc=rj&3&dJqZ&CZEmUIh#TSsRJfZk@%!i4-c6%H+k)7w#MZnR6u$UF2uK zxR)Nm6O`MR2O}m)XR>hABffEg%itKl#h%pNnv_gwy5051*Tzm18zkiiu;rG>9lPoE zlDYJc^kWG0v)L_=i_jJXJ1j})LOo{-C0rN7M01z%q)EeHZ^-55%qB0Mb9x)LpC?!; zJ@M4D>TTEQd81-OH!m7Rqe&--8?AE;VSoA>L<{|fZLDDcb^hb;UfoxX~IU4jA4<&D_uos**|Y|8 zA945uS_Tm1T(UByK)-X-X*zoJO~}E`DEk%X$8#BWZOc1#AFs$fEwmJwG+k(RUVX!| zJT5D4W)*+eBFM{mcQM^!bhNgpqsMCYNJPZC>ww^&?I|7zLT24Rca;^fr_Q0nu>Dra z23Uufb`&!?5_}$U7*Cy!tF|(w54r2c|d|U`Sb8kE9)r0%n_qH-V zjC;fT+o~ZlPP`a|a z@Af7is$C{4T?*H>D#iX;#@#aMYG{8$re`HE=N^YMqus(~MBUF@+ej`pxs5KwgwB&m zEKX=Uq@OOo-mTBp9u#O(c51A$7sWDoyy-BV@W0mkr)-F2RJPdKAu{ag4YW13pR1v# zaJ!t*YG_DBuff^T%yOn1UHBuQ2k#yfc^2LMCB#ptcRdp!jhQouoHLG`zUi24*bp9O zVYX|vHR8MM-Oo!e#~_h)QjGqq_F8FW_l83#Q|EE(4q0Z$)}2Z)Zsj64VhjtX#!P4I zT93Haky@Dg1Uyzh*ZJdx$&mlCy^Rey@e@o3Wvknv>r7tX=kvE5vYkpdY&oxlU-QX# z@H%a;nCTe{kpyLz^LD?F(#T7JSMnu4+#C`KzM2GS{6>*p@n?SCxR-Ia=^I%CDnvl1 z%lR&ov-N=Y_hp?%nbF`KlhpcHp1YUh@XA4FkF8JcN9TvX#yi2lFjwJ|*@5Vigg5gJ zI(M&x^C^c5D1VH`VR(jb`^-^FnoL&kM*kXZXJP5yhq33*UzOA+LaM)SsX%iNMvHIrFz&b@Ssm!vbP1 z^>#~iyKGn5o1W#w2y%HH<2sP>Bscn`5?fC+>oP>cDjC2k8P3}8+?RL|7Pr%W)n)Z6 z$<}(TVVys|Ez{T#V|?Mxk6HW%=1jfM)2q?~QY_4sd(T2QPwRUd@>SG*(HHo6CG!Mj z$C<6z(9J}*+3FA%zH_m}j(=D*HDqj3rqZO4c%ttDQQAqPrCqkox~3<17HM1VV{!Ri zH_Dx3U-obQ@Sv!esbNC=QrGfDZ2&kEDJyp#+3ePB1`Ev`8U-Me@1lTw=yrU zP?4GIRgc+tNKGWT?!V2OU(aM>Jn){%qi-BE-K;ekVZIPmnL&@g`;jBFPR@3Iw{0g) zf91pO(--uZq#rq*nFIxj`D%cmwc3VR?=iFzmFOL=abfxc~g7El1b@E@Phi}U<5L9#P z8cc|wQbqG)`z_lR*MqmxTH?Z+TkJmPJ!)3@Hn&*c&Prw@c2*?3vVFs|!6h)^3$L>? zi4?>T?c13d>cH?c%`q8d+6cBLJ0m$}QHsKo-kV6!zPGCH;cQb+x4S34&rrMB&u*dB z&*-L@Q#@9s(?3o`hj_^JuCh&Cy-_EJ>w3%cXp=)dGp{}IF6f|d92Vg`-FTJSWN+=a zSv}uVkQ+$5Mbn1FJWo<-!pinfV@9Q_=+qr|pkHtKby)W~XPc+cq^@6yN$=7-=a}cv} zEWN3z&+=3ZFNY4FD6_5@-caqb+%>IzJr>(&5M>`27#{DylxO$hbw|UTW1Fr}=fwy) za>RXZ*qB{-<7(x(q=LJd&hiJw4Ftw@&UwOvgv_Z>kS6`y*S9^dmo03xv|dMO-;jIP zeD|35%Ik%3-O+-z_}5xpt6&Q-`&5p9%`r)Kne_3TXP6ut^5AbDly-DWc`H8C$ zc2*zByzn{!>85Y-(E!apYbI>F!ypr}_Cvbb6!?lrhFIMov$;5_|h4H;H z=$q2*%I_XB-|YF`ooTVR3pykOd?~K6$q;^V^ij}k260-#c=u+8bVoBB!<%})QGjkd zb~DFk=(_+If`_JRzqRDnQ*D!w03;^7vhidtO~`AhCUkxR+%Y*c*{6YIlaXCXw(QOK{y2I*Up?PX{63e<@89S1k1kIfj z@ODQ&I(xy*qAEyXUsac<0jj=4eTxZFby;*DE`d?K82#Btv(F#YhDCpu8UE!`7hU{A z=Ub7}%Mj(ds_+LNlPupjPCE_M{-SU!wWdDx&L69_?-VW%{wNsO7p-t$k?dS6U%F|zQ}33aVR)wU z#UfnX2_SQi=r)=(_CKMJt-qr$V-Wlm{-K({A1U=3nIQ$?;cBpj#yP^m^;s z&??O(g#DF6= zU+0^)OMhNANtju+lnfY|;$*8E&8rD~lH^I52r=0>A&%X2N#H#PeX+ zk>EF91K;xuNdR#EaI>fMWJj^U0YY~l2;H3$gHNnL==$)V$Hf_eZ%qv=6+MR$gtK`v zWX!yl?~X42%WJ5r_Jcf~HT%VO%_$AzVlun~ZP@Z>ui3|ZyGRpkN5>x#_-{cwpMpq7N@;6r-@G`^%fCLEuvhkXkU~Gl zCD`?xWO`70v*wdXe{SXZIhba2+}KOr3ETGx~T!QVRpX*2LwaWVx z^Im)J;YzyXORqlZmCeEBg3sAg%koy8$3)hr^1iKEMKx>JUne_SJGQx1;<>qPs3SM~ z>&sD@+N8%!ciOtQ8w9_4&&S!9i|zO+O9a}lXh_b{TG$l1Tk@~P#5k@9Kjp4^u{^KW z-`FnpW;OW1n$+$Oqs6L_z#rWkX4g0WGQT4FIKD5$iA4Yc{o8IMYC(PK_CVNqfAF_r z_TLRQ!)I=*Vn&|z=LX-TNs4jASrwlODOfU}QvU!Oc5zY_6W{2rEQSo1(c|~6{=#F4 zoHqSBWMR=`DI6l)dY)s?d^R+lf`SY~RC5DkH&@s*w*!NqO5jWd%V-6Jo4w29B)}*r z@3L=utVT{QvYdYKRZ9C>VdE7Wokfl}vZsX?n1n;>KRS~>1dUKR@!b1*P%4a2)k)|S zw)KdZDsv3^*0U#pDJ4&wbLxh-;}$Cvd7eCfv(MP3YGH0|o4KEgPqyaEPfKz-(zS^d z-66%1@2f)rGBUcS$Om2Iq>NaDPU^a)_3jRwI!jl|)-#;Dr7LFpz82rHVDg+~$i4bU zbDU*5QZowe<3;4dA&uS@+K>%zuSl|}#y5OItrk-DQ(uU2v(Zs=Q@KgGe0x3qdkDj# zDHKd~3jhy~q>ejg2CcHY`qGiBf} z9H|bQpDGjl#6-1fto#MPW;z4P^nv!^f2e-*X)KrORFVog| zeZenEg?a$JC+wRRt86N^p(^{7vZ&A$7u&#wWs^itrKY6!e8J}T=igUbG{-hXXK7B& z+8H#7?@Eg&1aBTd7$3agAXST~t9?$NXeP-U%8R~5#d*7XO9@_ky;@T@Mpl4% z;RqGo`${{N%{PXhw!UUUae;i^LnnUS3dPkeMW{9h9Prq3NAL8w^c(Bvb_P5gqJ603 zBpc{i>#yXz*@-Hcrax8EIzRQ~L|@OhB2dFM`9A!Ve0W>m9p4O2^>2O5pn7xvfCRx0^=9^>hwpvW{Jz#jY`-h{f$PK4+YY(IZ}m`$?{Po|J$ynMs-4qRtJ@_XzUu zB=bkPpKjkN+-@XFs`Zi7;Q>4sfKp=|Oxn+=>?V$j)=#x=UoukEX0p}E*?sy}Gh?ZS zCMo!-ch!~B%i)L*XSUV-V~rDqtDmo3W0CS<$$7>;9cmGprlu)aBEFWYC*J)+o6vfH z^o=BD(J#DFZ7Dp%YM_$#G|Lk5LFCY7Wx|ihcV~~@-o;twUW~1-qTPqL7ap zhT=9y#Z7G&7&t%V6g6|}lIMx7t3ZkA%Bph}@M*`sJJ*B-UKr&=xuq~$x%5k4%I=na z=V;ODiB9sSXPa9KuXK!l`8H~kfnjQnPssSW*_a)f+5R^Cb1G!Q6%-U$>RG717y3$Z zQ!PU|5PB-vU>R8_?(sL-tl)(i2`K*!WooF4%q4Bac)R;9?mDe}AGUrvr6dfWQuul6 zhUw;erKiQE>vwL3T>Ys26NCicpyFCTr&z8fDu8AB!4`XKU6bdgm-bK%(}snPci-Ff zPeJ$9`r%HJ6NO4&{VD~=Ohczn+Co;{ihK8r!iP2s#uniZnNO7iWvna8+3r&<58d%9 z@#H)0D0Or5Gu{93-hW%n8=PE*rdI+P76*^_G-Oy=SzR-tp7j6cKSu5XOdUXOYY95;i`d_?zgFV=jtH)L|(F$+-T(Rh_@PY`8u)o{;Q}%Y2b_D(oUO}CtZTWY2(|Iq5t-3px>OSljx^EYrM9g zWydFNcU8K8LzI?E;g%#gVx|=2squP|RCdVKiP_3*xvt%$o+q0NxAv9@iyqXil2{*^ zp>Yfqqdl9P3R<1g_SDF|b zh%cSBANvTNCtGyd?Y^`d9M{UA)t$m$NL{>JCRi8ZRp>PI{D5v}R4&PYV4?8!kkb-_ zL5hls?Y+Id%PoZi%myla@(dv2Mz7%QMF4YNDy+j^Odd+}w`_kMk% z7!wo|)H)#v6?N8z$WMkaaa7%E&^4yB@NC^M=(9yo>_d}D;ZcE&6; z3${B)X}*}t**1*QG}-j7S&3sePI9k~u}@q#3U;lgDQf0d-pu1|9T2SEv6H^Bw)TE) z3FN8tJ=i$kOM0w&&o^w^D3=;ZFLW%AkXXMQPr%K#l4A4Z=MFPEwsAFSg@0nwvHfm; zE!64dpk1g&R$~=h8+EF!i=(0ofOy=uiS|@P!4~unKi0mp0I(N zsJ49CK;^RBHh>rOb>O0=@812594?ZX9UnKKtgl~4ef@`4$sku6Efy$=$){9g{?lPr zLUP7o;6q&nrEN5XPjf+CSeNl9X#VI+T4Z_C zW)oc2=iGEq(%lS?XGSkH@N>7?0OuoO+6d$ACD1UBdVXBiiA&ar2iTtZ7{BM5mrtgt zT-BgXmy`fo$ERLBs%G`+Isg8a4DbkEiYNniI2-h~gV%zACmn)+I=szDn&IE(;jiD6 zv;JlO9(2pGrS(?9C)6=$ZH3Wudqo=zH&NozeGLpW17eOaV#>wuo)f6^6xCgaauSnx zplDOh%FlezAoM%@Pp)D}5)=X>o~EGLMT3upi81#rA7EvMlKNl+hE z43M0wcYk+pTKU8rOky-1%qYn!==c?Sk!2lyeI|DHw9SPKq!iIf)o4gO?%-6=exCdk zCwLH(RFqIdfXcB+NGW0UFB;Go9Mp{pTGG>>sp3d4Hmiy8Bg_L1BE=Du4SwN6k}v|` zsjx-@Pvt^h3zQUghs8Q^%Tk?=RB>w>W!Dh|%;GG=5QylWnW6I4bxcf2#vcI=D+u|x{Sl+-0vb;asfQ&-z2 z6!(GWtB)3R=A__~-Cex@2%K)5A2l{M1}@BZ$(Uz|Y_m`>G&oRT0-(^@zraXKv>9Dp zEup3Lsp#oz2GZ;`oLeGbHy3r$xw(sUh+z55r8}xn;&NX(QZa*7dGbj=evFh#6Q`Sm z0?h!t!Wl#Oz0eoe1gH-fg+Qmm%HHAc8DEW#`HUGI4BGND!CuankB{%Fg~iVqw><@o zoI9##H5qrH^nh0SNGcB5)A*#>>t?q^!A`Rga3UHOX5Smpp;FYB(Ukkg$UsK*P5{oe z)Zb*Q{oK{}L=O%i>3BKIh71bkIrQrO-=6->aX!H=2%VskqAK zeD13c%RQA@1q^!NTOFi|LB!xXxbb&!(8~z>60waH#iGMyC_6To93H%+W9C!X znzMehD?~ET8=`{>fzAPB+HRrl0T`k~n#{ z?>xHf>|Io!hH#Gk2_xoJ~ z6%wVti-vU<#+qRSwVyxJK$~}vLx+Y+btIoXQT`#D`+(!XRo=qnz!l@q-rLV=g+}O` zef3E_hvQ4^l^+4#EJA5foaeh2szFHq`Q3@T!GEs*ho-};VC%tGWQ`N2HA4MJF3wYO zWq!DG^8{GY{090Gv#;OvHgp{$MJK@eeW`kfV=sluv)bM+mygcM%6bueHRc%zLOwBF z{Q-~(&JF`F%5ZzE{gU-!U!vqYe_LL3f9?RMLlBQx{1`LQNnjOMu0PSGSH++ebm$>` zLuBEXm&Zxn3PDR{sbAYY;50}?GE6RWq?r2^H~7#Xkoy7soSa9xBg zMF2JHM;i8R<8O9lZ~5te;Uc@b{}J&BBd(#_28l%ivZBCLwI{gFH>TXfz6>>V^6*>?cMC>f8@lVGI8IE)@ULKDDz;=Pfa93)A zlEC{BiAozSit-7j@1O)zgdn8~k~p@pz2I{A0n~gkC9A0YkMJ*L z#$4QgTNE)$a3Tr^oxC8kpn_J3zMZ^5q7x2F;Ux*gh2lIg0xw?dChw52Ncn>M#rd?f zD-z+;EgwusnH(}gbXHmJKH}4X(V1yngFJ?RpB-@*)>)m;IUSr>EH90tTNZE}{*h1b zl^=0>LIqMvJyFaGLM-$P{7(!5nWm(*)Ys5wRc=MJxMhV0CkVNjt-TwmD%X#FGA%Tl;trw44ki@elbb*Tprb4dl-E4>5NFQh^e``d6HLOu*7)> zMSN1?$c|uWi`nvsUUYVpLIHrVX9#*9K_X|ZcY+N%9Tb?@l~N>^67@E@&#k|q^r8~_ zmfoZjO}d~y0gaZuO*LPOdP?-CbwBW0ur1DApJ~vc{ZLXy3+oDkbW}Z?!|7y|mhV*A z5ekqm3u)0a{0_>dh7V!s`AWI>m9;}NK8C!Rg>-@vW$x0T5%wfHt5e=fO6#1@%H7I9 z_KcDO=#Q>224)|}Zq1CUH^JU{T?s_Qy3F7;K`Z)NJ)=>x%Pw=St6DwT1h&>bNQ-iVgds67Z0OQ1YbWw+$6} zIdoX@)eFUMca3N~s9~o1w}PrH!o)o<425&HFW;L^9ME2Ts+W8Oq?XIMKK-4h8}~$+ zlU}`T)ci%QoL-uD&{MwiwbCHJ?LS?I&n1WpdSa`itQ&zZZ#HcNd{MWOg|CRG7}f$L709Z(tlp9-Q`0FPMjc3n7phaevo z4GvS@-D&whiv6*%|4oQQ$bp70`FGi>`$Fg+V?v=f*&JSFeEH*df6Vj01EIp8clG`5 z9Pp;z|Hi;|!C@w}l#2kE{%`nxCu0R&=jVxDD*cTQ2b>B~4t1{;CmJ8@kNjr0Jk*I# zsg?i%$YE>$Cyx6b{CkcZ;We+c=v8Q=GR{xjK!qVs52a+W4chz4b&Z;W^Gv3Xb<5(hv0N90U9Ru^D+RaF=34$61`pn+1KOs~Q1 z7+b#TBmN*Y_vXAjc0WACH{95?k}RJFGZ5hseKNHTI}{Mt<#v7nsL%O6sxofr&5kJ8)rXW?`-5C?`QMQ&+}dB~-p4frSq} ziP>^;N5hFulGZGJWjsne*^{}cW}VPA^};KNwQsk|Yk6*GQwz;sKS?R;G+}#uJOD9u z!p0%3tc3sEugqP=tODw}9S3~j3Y(uwf1Lm|35Y#+?4>=ykC!6r6A$D@Q3|#Swp5P!z;?FUg(r+@^gXAi z5a4^GW|)dpUS16BfVmLac;%-AWTOfLKK|7UaHS2T7Vm@#EY)MCZyfu72ESYz2AM$A%i@`eYGmNrw+qqjZx8RYZP zsV~v?2h4^*lfWJlkcEXxQ3_nf{eT%%bYbg0 z1YK{!LCb}sxNkO4B7_wo*o2se1sJS#eVTFkWlz_m$C?Kw2Jc)51r@bR{q00uCjq-M zKh>+WgTu=f0B)tYy4ZI!y;eMGNgH(3GSu*h>b?zK5V&=m3$+mRH7BM6`R-R~MJ#t^UhtPhI>SIZq)Lw6nQ&G>tz&QgIMw1lidBibP_hXx&ug%SL z@9~4L{u)1U60;MT-JyV>eTi2Wp}JTk(d&|u>sPK^smp#yl5NQyx$pZ}kjPM7RtbV+ z%O_eLdk-EcTIbqIHTn-SJW;W<#TM)K^`WR)+cxfLLm;M9A*Me0fCymi^4fW*Xi$6> zuA?GqVRhiGsR$<&%e^+PwQ?mgEiJ7V)z#H6#=%8Q=E77UX^iRvMgD8D(geJE!Phbq zOfWYNN;#u;*+OUD_{oz1`nwoHPobyx3gm0Ql)e+wM0j2xJ+Niuwm;(iPLHF=MdmMW z;h>QJ3G`84xReZ)kUsk(ZKZ-PzcxEi0Cg!pI^F)=Pvw-AcZ>fd*ZIgCFYFe=k+!JE zKKs%P5~fgHbVrCh=%HGIW=DL%1FvTA1b3}`F1Y{lEn**W+f!kJg&4fVX0%gAYUsoyq1=D}vDxhW<(LK?N$!TeE zyVG;N)OJOq^uVs5 zEFj-cf6MnuUpzjkThI^&49+COkvaRhP9%=?poLYyg`E|&EN5RAE7lZAJ&G9n34w=Yr)QRDbx8ibj_v!SO^pb^IBtw1-^ zWwPbs1}THoeJA)mDdHjQ#B&n`)x{j26n-5vvoBf@Mj-XnUILE-0cVCa>4k<$^WFeI z9KqTDpI?gTUT|YRsmIxjyU-ITb3%<~J@mGzu24Gt;Me#=7iYnrysi`(wf+j9`n}o$FZ#2_aBTmim16LEz4Ey?GwNkn^tHaICx@IZLuT{1h|V)iDI{JRgw4} zWlVgYeuzLFL0u($ec3d!{J1K~aD8fLn0%UtpaB8y@DmUT0UaYn8RGbMKQs!%!5p@o zBd8;I=59fpLJH53Qb!izVGz48yeOg*=VXEX)^pF2;15gW`&?w-MsWx;;Gqtv@@J}P z_q{B3L}PEu^W7U+ts^DyBI%TXHba5)5-DZ0{kB6zKaK+D(V=`@;{+FudmFW2VP&KU zp{tuP&O=mo3I{i--Hh=NX`*D~N_H*b<8S?R$~l0Jl+u}j%K#h(-T~w1=f~f+(G@z^ zVf140FzzCH@w869mLK%bdN_AqYcX2!SIY3^XCsd0bF4pY|vth)YG z%;irbP13Llpo=E2VwbD>DfAdTm)C4Ln3OS^ZL`?YzIoZakcQ^%%DCPU{z$Et{xS2x2LN+K zfMrya{O7R8^t%O2#ra0*i~}SDnjT&U!y`4+(RuU;jQ*er2E@N?>^*Ei;9rK+vPa_# zbKsp9%2;~h!^Zy7&Zks|Q%dsaBsIweSSSNxI z^d0-=-}dp^Uzhioe+!U_C9Nay1URQZxTDWEhC1TwVFSh?0ja*~fCWB`JQ9i1gMXN4 zQsjV14XT7sK@TB83mB=GPb%FZr$%7X0Y1PJloT#T7Jl(r9KRhe%BRxP7uqQZk4h%5FPpQC4&i@PI69Ze*9an^fDHj$XrDtWI zW2N*U4YdR#@`-A#u`7I~1hSdy)^_R;qWjkXF0J*%9EVh@021cLLZ0)73?M8311M-7 z=VCWSMZYNi@4eOd)P$}{6~Tagrh`J##s7pQ3GP0g1rtAJH&1L z9Pm!iZTXIg*EUzodqD6%rai?M2(c)X5G?rQJg+a7Qu{La2#Ny8IpIz2aboBkNKY_g z`hk;PjfjWbB`nLhBJheg68EITLx<>1Hf8;2f(A{3yA zK)`&FKo^Vb`B1P`P3?Y&i*p2~N2q~M`g*XtTaEL1siiL+sYgoMT|hawFwmheRg3EZ zhak#VVCX1G4>`jToH#JTQo3Mog*TA1_>ytyFroMcI0E0{H}(T-AT9%p|4^7idYGFm z4Y|o5YLoZ8?^-az*6|=c!|wa-fp%WD64B_>-A0@0*5jAX>43Knf6ywBTZDDR5G;@v zQfTQw51s=<%c9rW7o(&3o=?F^+ju0!-lE{dNt3FyO5^G*`Jt1YRcHmjQ$CrLKmWyZ zR3>1AzZ?F9B;Z`A3gE+EDJmG{M>1H9{zkN0L(=Q$4V=i7>1#g^ml+z{Hl*s0}6slC8CvrksYUfiz5w_t03MwWdm{&v32}N#4n7b ziPpbzVyF?k0DMva&8fF8=!XNM=wzStu`kl07<(=H z*UV_%Gvk*DL2grE#hB*bLJrpfW8d8&ck_j0+dvfnvf_Cstn>Jh&@>YhlZG_Fp}D4k z7f5%E@RVQLnI)_R`iCUT6OHqhfaDLm^IZbmTn1^R8QWtX0iDD_RMGMx%2`C7akU}8vHwC z%7kL@i{I?cv1f4xyB}D8zz413j3f9K=J_OtGcG8)Q%Ubu{b1xgHBB2@%6bjmF@ho> zi)lw*`ghRw&rq!d=tZxgAsa;2XTM|A%l$^JWK8fkxlK2M9jq_|0M?Qc5 zb+-i-x#ip^J7{oe%Kt@>t6BiqQyXP|LLzt%ut?Tvn@$`&7J5nLqE6_f>e-;0%oATy z0U7Qe5a;+5&!6Ih-=k<*XutG-#V3pf=(}8(aSj9!O<=npa?qqu_?fAKwjRB0 z7CUV2>hOKHTkgu0l#h=FFIpzNryx|pTyH~$N+Fj=ZvWry!ByZ04Du;9@dqyibUdRi zA`%P<^*NQxI-#+}=wzu|#r3XE9Q4xg^QfpVt8$%wL{V?)s!BS;9}#p>w_v6CpWXxb zR2A2V4_49rp~&oGRB$ll2Ib-}(Zm8piQ+Wq^p^1U%tvaH=!kYAsPW~Sj1eEv0ghk) z$}&@E;%qaVd7_=|tVsE|IRrt&;0=7$EUkd_&cNbL_qGPfYo3tpp z-?el8gjuM|Hg*asfJ`2KJtdEAOT+QKbGuwHsLZjBtX^mZ)tK8!v(kj`^w@hz0CoQv<_dwhdL$+g7ZNcILMrW(%!+T| zCztP2JcO0slOAlV^RY=~BmZ&tG7agTJm3)07MV~O-PMtcHmYmG&3J(rFzRT&Zj_ z42@afRe{6=b&)VaE9@ol;MWL3mRsn89Rp_5(2pIwreOPJfD55C{N6wq;B9oJCh{=Ni*Knf9NqJl;a+$oOA`Ff0HE}5PL$dI?8|#sPQ9|a zY|uJzVJbl&da`qHf;o6ac{%sNYi|Qln>Pu|Sps|y@kDwDIMKnPM3;I8dnWrz+${_4 zp2#N~_Zi`X$V>#;ct)%!JcB}=FCFakJkx4ja8@Wtoh~Q^t{LN6893Gn8M-r0)i`2 zT9+L>!%OQ@cjF3n2VRhAx)Lb>;leK>DurvC>m&+m zRO82C!^B)q|4u&4;>(NEa(0&!5N1=Jvz632e%8g{_5EY#X!Ql>Oe9K^-aa(s+;~-I zlSl@4P6}-%9l5q1*7oSQ5NI1J6xWd^D9P%Dr0N$)HK8)%`LOOOMJf;nc(E`IV2_G8 z%CP1&sI9Bzsm9ZxE`qhCsON?GA;ATihWHjO13zL|LIQl@6G%8X!_->0+nA;!mY#j2=kce?S`ByaY z{hHGF$(I-y17DL=99Ai#GqdViO8hGaB3-9svN*;Wd2UD1^lM?z}M-MdN?KUKH^` z$l-`e;m$rO^M`E2F63+2V2epOcpf0a9652h8L}75#|>6|LaBVL{nU{6DW$dPMfM1P z24(jZ7BxhCvjD_w;Ke+;UW6g!B4A9wjwEn9#h`;Ay#Wqy6{Xz=e*hmbR;$VRbwr3X zGMW7D@qDdwC}qosX(D?*0sJydjn|OQQvuW)ifHngk%-rLIkUdaXGf}qwD{9X!STRL zl?3hCG*wXjkK!W~$NT{MBmAI^nY_zIj{2@^fBmNp*kgR$13WBm?C=7_w~XcdMs;ul z`Kn<~(gZ=vM-{GkT6r9&r2|i>fa*5E9iN}CvDBFb6nG<;iVtnI38n^$PTk#H&au_Z z6mO7SJVdWZ>hXrimHZ(fKq6@Ib7t8<5jXjc00@w)kqM!{dH7_<0Bbt`8J^gJ92O>) z#vPKgo0JBwe&_EztyWV7H3-a=&*o}=_E@m+yM~$c3bU2c$i5;;@ktW9{Pknx+ zE$&PHH*NdtQI;q>X5873a8FMzH=srkn60M2#vX_Q+~nblL<^HaRKfpU0o$=76r;$M zW)`~70?AW`#}8GlXXj5PT*bn`O^msjUtQgGGgH%F^ErGV8Pi3T|NP6PQb~{VSd;Nja&^99g(y2uGGeGhREG3vPCo)+dj6#Z{qVQkc5;Qc| zJL~bSDdB=lJrIgcEx@x6?rnj`Ak;g8Is=%GM5#bjDj8J>;XL`7U)k- ztL)`n5d)Ar^6Et(!8rFkjxq}fqaZ;)) zRgWl8Gz*p%C2w%jH&u^15Y%rfAp=`{eg1Fcf%Y7^M|f2Z zD0M{kHGQmmuthZ@(V?u{cO6a-Q(LVo6KC^36(rK30F?h9!F&XWNijbl^Y=j&dG!5! z&ZU$Ebxh@uIgcrcn6mHScUVawZ+vtOW z#IPL-bc00N!D21SbT5_cu}^iy`qP1;gNpFpq`HiH`Sg??4W2Pjol-(C;`6 z67gTodrzg_UE=>bCnOH!Odn6a*$~4+R2|xR9@uy&)94e>tO6ODH^4LV*ScQNX4wC&q;!3f#t=<{J6RMMDBx!EZ`x`<9&LDY}>E^e;gQ8?^QI zo`-ItXQZkETU5pi0BqOr&gc8w<7Rh^9#Zx&NYKrwO)8-i213e|8AFN>h_H4YiNuM9 z!6Ly?G6#asVmbeU-N5UkA_m^KoVrTrazW*?0TfJ3$X%%tqqc$+=LrD&(3o3T=MWCQ zbxrzBUG+MoM8G+xhe*Ci2^v~d%2;Kv`Jbx_==7eo%3~+E{MEL{*VM^P|B@x zvcZ(%*A=t|2FY5x)t0UZ{8%3V>nyipxgoM}L+f|Go^CaE)=AMaRBa4s2}+b)JO=D z8>2gPsw#jjK4D{G*sb4%Qq<|@z?Xgpm3!hHlhwf-x?qm>R}A9N9F$OcXg>PL5%Bvf z;P>2@FJ2+O0aiEo98U=0HT)iwBK*1R&srj_1~2#hQ7a&*D1;@Z=E zbl9ejKf`AP9Bc@7cZ}taa|7lshbADJ4cH3(4R2u}ti zNHAavD7b_&o`QZpUyaD{w^-{T1fCc<@>0G+Vx`x}u2p>XWA>ewqlJwe;hw95J&wxV zxw@B12c6<>fX|4P^qF5O+gfP6A7@qaV9?qc_oaGX6v&3S_niy6BLjsW4q13c3d>o~ zmQs_uCP+;nU+E0Qu5b9Mn~*Yw0YqXc+Xw_X%Wsec&5gXTBL(zGBX6J(&EGi4s)967)Q|<$XW!AT_~VdB768?!h`YrDp%feh%E+fUs83L>VWQy* zYga}3!u2a&smITmnkObqm^E(MyvKJcZ=s}gis*%GHz8D~v+Wt*T5OGW5J{N1cjbyN zxKOBk*5P7g81*H!d;MjLEuud#xa1ClxdQoiKjgvnl*)SAArc#z(*^a6Q8U91or-pY zjy?CQdx|Z3Zg3^r3|A*EJ-iNfEh)odFcNg>6`(2)MAf3%Kq!Og4~i|m8WGQ=Anv-t z9M5K)tb|)yIj+2;xP=#X9^F|rnNirJeHxd5{$eJdN+@0ui{5S^D4B+_qrEvl2gN*p zjM+ANlS`DKY49oH!WX59CS2U3#~cP5cD6Sg3-31;&Ro`dEn6~Rr_eKFj$5AkKJ#YE zLSNs5dWIkK^-R&n7(}SzQ`GbHVt+8%m6{}Z3h>6^XbSs^{*(fC)x1k@+U@{pw*qaMd7OGid1c4sCq1wY;z;1Y9TFQ55pTCpZ zx6e_OB2m?s&7sVP@y^WP<#SmQQ_)XNbMk_gJB~-{UONpnEnHQ_RDOt3ic1n@@aB`D zPSVTME>&9Tv*6S$GFCKJ(Zk1yx~zFdhSBxj$;k*+rDqSm*SQincWat7yf*73?i2my zfA(HSs+_C7_i~r|wHoW8V9{A2GvEa0DD#afVYW`+oFf5AqjHOg6v!C+0T7fm{YobQ zj3>oW02dE3&lo`(zW_<<22z8G3RI&J4^Tp&?y0kZ3GFyqzwOo|o2~2&!{5SzvUi4% zG7daU;57-3clq|@i&CQ3#>B#u{%)URMsuqlxa)NhcGOy#%K&pkv)m!;KJV^EPt8J< zTnx9-qrlU`g$BdmyI>!yR)?laE}fqHqi92M92gV=K*A%ie;O1ZrQ^D%^}V-?Ut9EW zERt(4LrG$wh*3cOCmnN|VuMsrG(}XSElTJN#brH7ZJfRAe`hH{7{eIVpwCH<_&4SKAuYPr@>o))jYP@DABQtfu^m0^8 z^OVh$^b@ZPyU$hq07Dm2mHEE?kzOGMMARYKf7hnEr$xG6DJj0R7B}rFf3MM zCt(EDI=2$}vN%V$kC?UEn%3DJp4Z{1+d{_Ck-l4G zyWjre+Cq5J7E6D!lrKTUhbJd=oqv&guleeDE_VUA4m!n_5pNeT^T_13g&khw8J8n-u)U&~sA}g&URtQX;CDQ06P6nJK}aF5emHN#|uV&AdC&k(R4`Q(c{HLmFWs zW?;_&+*vf|GtfFGV$(Kuoc_EiHfdY5gzBdwrl0CjmWiL#H7YtfjZLed|LSZD;0Btg zx4S6lQ*;`*%5SEt8OM7T2pgl=!+{wv+00d-17A+;>MStbbYnEC7=Q6}!T3g7-mqOG zdqX;ZFtX8oA!TyQWv*&u z?i}{JW|kYnJ-W`iKghi7M->GJBYJ{MV%-@_*)*y>%1lj}o!tSX@Fe#Qw7r#MONh|i zm|AG$`Dc=|;ZY z*_=xfmzFF}OEPd@9d!Qjs&t6b6Cvuop_lf@S$c`mvVyXUbYU}w}MaK3~wu`UNMo0`>UyAiCwfkfi1tnO zWe+pN+>Fz(=c;A@29KWa5e5+lTgU33N#1&18=XnU{j_|hp{8)mOU1dD98l>ilBTu9!^{aCy`Kg1YCG%ZhRU*WwN4y9xkG3`jsB75-Ho zV#OP%#PB|UHFia>v=+Q)REBObMw4^RRW7zPh2c91Bq*&w-Xjo#zLwdN71xCZwjY7K zEgxs&lrmT&<*CJ28aZnspo<6>pK#eD41sP$0lu{^zc}wWU|CTHFF>F)Fi!%mzTE#Vbmop3)omEy-KrPj^c4B+{8jWtm%z*##v!h`O91jM+ z6tzldGrEl@TZ)zrxxFN%<-#~tT*tK^YkGDbF0UHQE>f%O-25e%Ul_z{`xp%)ke^cjh}QWMgP$BvF$@`t0U}!7(@nZ< z7ugrJ2lkFe@)_H7A4*WMgoAKg|eH0&51fO^iH;{4|O`ihH28QUfCxQ+>p53qtHTNyf3G z`5Qj^J?T||txppTqII2~z09lD+E|&H%02-sO%(7R@AtRWcwxd4fJ;j-Ou`DL{5U5v>|Kd##-3E99n{ij; zWli{}=0vIt`iBoLkGY32I1k(eexO;8Zqeje(UoI- zNKvmX;95_(f}7xDeL5wUKdTmYDv34#T3iB;*{^Jh81({%{k$V+Ru46T(YTz3YW*=l zHEiXuA?Q`mBPw-IL8cz0vmPNOE-x=iSzFV*qY{7{7<~VhU(l#+Q^k7pv@PPTZ?m$* zI!n=MR4#di%e-M@)Dm;H#En-D6%*-k3yd$!O~0mwD-{mLm(97MbHBXAAu9O>lOiDf zBrZ#6pO9lLCA*wUWFI{NIg%72I5oaU-E7RAV^4#gm(TdSCzn`5>$v`iEHv-R_6eU9DJ!?O z2CgH6^T(~##ohv=`@Q*hOZwZZXY$`4bKPuB5LGYfw-)WUVtG&x$0fL%@D}s5`~+gJ z2n2ruD@(=&pCH~;tKi%L(b<&w=2EBfwK-9H!2~Ib-R)K9uJ*`F>hehvo(p|0+si%o zQ-TESx^f@n-!Vm)=(TAQ^%YyF+XlNXjx_*79lBor$StpC$8DnfmG;=KqufIj?$I%Z zl*Vf=Wf8t?zDfpXL8FI;!y{matD%;kps2lWt1T!+UCK3c7KzZnw__T4-V?uE*h(*8 zE28+SfAIvD?WH$6Yax<58cUtG>Wq)k((3nYI}rCsZha-kXX`$iA~;~{YgyQEE?A`N z^JkU~=hp?gwr}z6Ks5Em`if+1dXh@xpo8Zihi-YV_1Pz)1aw>~`g!^+*OHC>$X}?i zZh+K&7gbx$DIRZ`CjCSr+MM0F$YxLOU+No(aG ztMOD|r`3B$m7{9uRxGcH(vZZ)lN{06H&;X)#tkZr=;hm#AJFx?{!D;8joeq?K{U>8 z693>)Q<9`)MU4cao0T$t>1}s|VTo!Rj<21^gTx=`&#iLb-JLR4IDUSFGJ&XkA{V+d z=lKOd^66#e|Hs&y$5YjJf8#k0j`(+Pd!hd*9FV`@Np$zpLx&I(zTW{(RPYulIVt*RJ3H?pHQ0eQpWg zRZcxkjCTkX_k#q43&Odj-CS3hykl@Rh zYmOU+9mNX~H*KJEK2u9cs- zJ3`Ul4wGdCcSvVo$)O0Kk58jnVtiJz=H<3?U`AJHm=L z(1_-UZ@7dK)}{;Ixr{~;YgOD|8W|quCpmuC$vw>yHNVwKWbLhL{pO`S|Q$9_RY|+l=~RPoXu9PqEWe^BJq}Y9G&;&%k|kZb%%_vHQ4J+^}tjr2Lk<{5L(IT|0|FJ|v3HQ~NCwdVP!FwSZ7a)FlsfR~eiE{iwon0h`7tYzq8WJv%&=?Qm5#~_(Bd;$MJInUH*KNIM~K`M3(Cdo`j8CK)-0YXzHqom*oj* zpEiy#&o4QWtG!CpmMBtLBmAP3RDw}~xNPLPM!&s3tgTVZTwE#-R$VDh|F{?chu!O? z6w+8Z^nd*AOIZM5SAON{%1VGf$2W0)qA7Bk4rs7D&ULH(8e)L99d63roByb-aI5zB z=fbPj4@?_&M}Gc!gZwTwrLrg@qK)}p;P%!!a+#*ng|@qNmOP#b}u0C5;hl4 zC|{h}AgQ}nk;K#7!F)rVGHwE&Crl(8toWJe8+oF<6i7axko9)3A@Frjv z#X6|Ie^sgZnJv7Nt>I}q=msAdbxdkMvkrjxF(A=1<@CYbb!HCmL7G@4YWYuVUaoOy zW7*C@@6}lj;7x7Zy@&^RGYH6N0S$Se;;@t3Ki3`z2=( zi~;y6Jd&WrTP9-{dq&Ij$&gnBrQ{(pM64q1!j~NICRf*bveQWLyNxX@7{sMD_di1&Y zC9$|uy|^X-s~jscJs$GQVaNRp5Q?x*u?6Z&Zd1Rl>|Nm4glk)Z$LK^%>I{e}S)Nqw zP)d!)ke)8pQvt~2HYy`<*n17Y%gwdtAQ}<+zN)g$-&!7}e)?&(_R-8yGSzu9h+H^^>!Dn~rg(&` zs#L~?#!9-*q*aH7xjy;pM+8-tqwqMqQB&r>lJ2s?+Vx1UXI&X2tN^ZTR)N$CC9yH z*tUKZmRP){lzI{^In4Lbai%*}eBqaut8MYdxWB?k&Z}DZIg4{dezzgmx_+I`VO6q zSIGcOlMB8-&?g`?mNZ9bMpsm7>ly^=&NDyO226Y8>V#f(C7gO&zGkTs#T0wZv3XZ# zs1HY5cIOiz@rA@k45vj+(*SdqD3Mf`vnt<`3=i2oWtBimhgpe2w~7&6P;<>87>gPr z7CRWLz2Hg#{?S|GSGQ?sxy)ip6{Km76@PsU%kZJhsw>H%$8AWA@?#kh($ez0(+zm$ zH_~ex9~Kis^1(Wsgd3(eh~eK$qJt9dHC>RpzxZtxFGfHpH4LADl;D{=ez2*sHA(G1 zJBvQ&Vwj)gU%!qbZWVpZe!5Ml$~2P@Me@LpwM-mUjE>ro z@MSJB(!p!r$-NUy`0gB`JBi)KOvS62(@u6()HTNm2zd?XjVJ>ldn&D(cz!9mRyJ2$ z+YTM6_m|B+^M&l!C5YldfLdm~v0{DYX=s}*0$E^m1QYr~SH$5f{2%25z{&!7a(uS% zQ@K+3fLXr#zVkM%X|7+_n3l{mJ+qW!N*3KLq4eI4q=(PebiDY-L57hyVPk$mVv4q% zb@*afw#q~H^AG!MZ@GmMjV;9)Ii4I`O0qA8nFX>czS_gx&g4u?Yvntr4%>v2zXrmf zo|O0$Jw*A;&#m{sj`Vxz*=StgI#0N0pp3Lxnr)K?9h)@>Dqkh7ddr{-AJdAK>X9K5 z+J`9O>J76|ap!A5*8fMN3>%KPOTrmr76BrsDe5Yr^(|djL=yu7J^V!x(xUDff$MsJ z|L)ZBSJtT4YhR3}?+X;S&Bdfjx<-$Dt@oK>^LP(6LNiH;zt=U#kCm=&{6h#!?(uoe zj#1D6w=i5O;Nf|r@%R8lZk-_FX^~qJ{aumSM={5qY*;G5`O zysl<+^|quDb>eT`$8cY5ie#qf6#1n4cqiw($(1P9z~^KMgt@JIc8l`PheIo-WiB21 zx_XSV@vtKyO2JuE)vab0M8z`jy^0E?YVRTGf0~gvFzVK?Ai{ovPBibi-Iw<%NDt!E z742!?EAb+OK#@hJS-`y}PLu7g<|=&H-C7}EN2o`OPkEPk&g7TVBn&*QU#yw?zB%=< zN?w|hd3A0;B&iz*6e8lE=-*n%a2nhS3 zwqyIovkT=Xa$84GG3J*s-TfQVqzpD;!TZb?n{f2;q^XKHT9hLpvAea?sl`-R$;8rK z!H3F$v!J$624w->LjAnTA+J${hQaQH+YpW1B8e)BH8%17nO!FuphtaL zw0Cq=5J?0tsHm95xNj4O&}m8Ii|f}7jo$y#g1eI2oCq$1hz_Nk?U@roW@ew_Gw{<_ zYuIXUyx94@()cIVi5t`%n>2i)VWiJC#Xc;Sot|4#vVZ=v;gwx_KM-tNYdx_TZq261 zfWRb~EoNJoi6#|DIOVa$w=W-CVITGzitz?Sn1VUns;WTJgu8Cd%AqnDm!|^nRO7Es zeY|B(%D^NEoqS`SFXIE2r20@_*?%dD1;ly|;h;Mkkz)mo#^R#B+Yf3szeOUId7L=o z?ndLmQ)mKy0BRAsP-T&;vwd857FT){6vVlLUarj#UCGf*wkkZ%A}kFRhviV2rPq$g zKkZf{sN-{=6H`PP&INzHtU<7Ru5LB`zWQ6@*C&4GYF4~Y@$sM0Q#`Gee$mav)L_93 zzu4oyQYPc~V(ZvKVft6-JY5AR&_=peOLU{gDpQ=k6X*K|fJgA@1>(;-GbylDkD$_! zG#K?L6mg=&n4=1@c!{$wCswa8;^mc3m`%(-oC2W2mz(ZaGuz=IQsp>SV|k89c102L zu26E?8IR)Kd20oMO%oV5aTkKA3-Acmjkyay$(L^=cNb)cpX^LHrQ}#W9Tzl)FuVvN zidTvf`7#pu&8(+Kw z)JF%vu8H{!P9KkjVLhrd^P(X=6jfIP;K;uZrq)9RA{-ZEyXR__I-bI6JoXy4bJ3ypw$vhk15US1$zAS!A<^@G2 z;ol)bCa_tT4gYB!p%4(jC&jA-lRNxK$lmNP4}ExhGpqNrclgDorlI2!l#H{Hez_w# z$&UO!i`BVE=~6ae;-fa+;A;sLsmG^_*)#4gj|i!x6;EiT@Ifof*~Nf!1J00v`wH*x zJ-=|)4f383olU)S&Tx7*Nr0ps4|@%xp0sjE0&a2wE5fMHavmp%GLg5C3=WaM7&9`iPEoLjg;ZCr z5F|?&&@EXCh^LNFLa`Kt6CKcRzr3yOwMeHowL^J0q6?=1B7lD&2=P)DV*@M+Y_RhP!c z0*`%e$A_fTxz`u?YTIo5;xRM3dVdd~6a_)>4Lwn-=szwwgz}7;gvCCft3xX6;{_Fm zmRW29Wa_3o85&e9cKK#p5Z^sgmq?3^=9gQOHChKo3nVb^A?3h%XEy7h#n(Eo{x4tR zNU=5vW*tIRu3ux`a=AtXC*N+k22E{FXa~D^x=t>#gbdzp+!HH5IV(mvzSZq*zr!m@H-})b`FS->i`iO~`dJnYR%lFd;0M99GN*ocu zi!!HTN+6k?xk%zITrbtJ%Ql$nb7P-<^*iS?Xd1U6VzzUC$!J8Lr5gXRn`FLxxMV<}WR#w6!=nWGD+Hy*f`prBQ_Ybgp<+Q&?UY84^qr9{>wJ(Q;D_0j3#FS8Qx#vLh!J85j}JEW-vRXFxy|1e?0G=Mv~=IGvww zEpIwFlhHHXbg`pd4{HPe_%d(o+0aYy2uy{KI?oP~vS7tje^g%jnfD@2oBy-^;F24^ zTi*BAmkB<-mc9nEh(pgxCau^5{ESP{FU-Qn%>nPUoU|2op#9A;*EmW}cH zZIo=FzjVn2rpuB+ZX2qtnH-EekIdIq zoN8sQM3&^6d!<-f27=&uy1Y`z2Di=#$a~p19CW+?dbi)bcn}rOQrBDB;1U(DeuuF_ zz45EWOA4sbCUU{wGk8?huBoX#Ec@uZi3H+w)dvARVf{d-v2afbb9O>=fIZT1QEWm) zzyl$t0~BqDQi#bPVflM+$T&wBmNva+B4r9$f5^i|{@38cH#t_mvcXu+%)QIGWwq&! zI$2|{yL2b7Yy)|(QrYJZJq{yi!xZaUzT^=uahnGa5ixHe`dsi)E0invt8{bMpv_GQEB=)5qVV5 zr&SiyGD&BjL9M0?JAZl^=N5!mstX{U_p8ppkM8?vm_^*8tR8jCh~{2n?`6Q9v5dnO z9y=wW{ia01e{x;LZ0*a;(4>T=jWeOyW(_L<`stEt@ zxeW!dz>A zxeboFtPT7~=z7Cphw|Vx(`lGpYS<~RJJ{dp2O1QCqdf`-*CmH6=wzm%#4SE*N(qez zJoKpp#=XDl_V_%rW8LoyGCvY--j(ChloeirlBXxF($&{{@@9G{N6xBW`2-3bRQGm(}!$Y(TF z2@e6_XYdB?XD^8=Pz32(Pj1=QamD9XkeqvY0B;^E%+ z8W;SlV@?J>+WaJ&7mF3$)Zd0KXbgY~mBT_UNy5H8&J2K`n9KLJvYoBUU=VRb@95fV zr%cn_tg#Tde%?Nj8Jens7nlyYpV;zao^MpSFw%$-C_FOt5V5^MMBNTYGZipT7$>Ij zURlqV@PBo{9$bh9-bq@-axC1%p%*pEixy(v-BQ0to=}O~^lq7sLQ^Q4_$)|NLlI^1 zqcibAyLZ1D?+4I@EzB~Bcu0~^RNS%>S-G6>$^|(pOWw=gp@eUUCks!>-_L~z=K1C6 zrT-Ly_cCE-qph#3%s;#G?UX&9;{JRe7LEp5O+13Wl#FRvZ9>_EES9|@HSs}$tU?mc ziR;*|n)8_hYE(>hP@eZgpUQu4&QyT^^ZZbGHgpV*vdz82gXahNxBZz)BqB+)Q@k68exfBu7nbSco|R&kdMEA8~Y z`a#>%rCVmE&2MMnYV;$^9^0d$y*#ua>XrP*Ns@Q4@N-_jrrKBwza;UfZ2tLy-XsMk z9O5wle`5z;<&00d?>h}+Vj`O+MM;^Y(KkKNF7QN7GA)_`JapeKU3vpn;+qL7u@wQ$ zpkWXMHJCcyM$!Jc$PeJmI8@l&o;Wn_tq+yiHkobxneMN?W4(p+m)Op@Q=C_O0m8;2 zYp5>bK_f8!r}fzFHb71%krM($psK9fFYaWAvIthECIUq9sS_2brHpWS~p z0PTYFr5OZni2-=U-jow@hgPk7H*d)36F+4oI7i%9EU^*XS8S^5eH&!^mrttYe!TRv zA%arc} ztGq~Qd#ICy4FJVqcuzhJ9}LfoHr_k`;$?$AOy?_A%6JZ|DvU+*BU6)Bt#5nx_qHGV zu8KZ)LPyx5N#gi}AR1we3frSkk-#k>vPMMx$M-YQI_)HEytws+5tV17{|HlMe$6%P zEDG!_H8##RZUEaqqr?win7=7i>Bu8r9=NDS%at*dVVMOFswi@qVwS6{v7 zI$ao$vZ0-gVR(s76m!e=?n1)HY&+46qqpO^ywc1~=_|k_e%Q9!&tBEK&e-` zY2NDY!?wAPl$d2)o8)5G4T?1&O^Md@F&#tIpWb^ z-Q2t2DKSb*@Yc;`SCg^7PDp&a?sq7wOB)A~W!;~4f%B$sjBYjVE!?*J))L`0-X9Ru zjmqdCo#pM90!-2uKZ>vlKhApq+0tRczfJ0wN-zOc`(uP<81rumAV|z+Es7I<4P5#6 zH{>FnXI?=(^b#3fL!>K;R;?(hU`vYJy1PuGq@YZA9{>Un^@L(5+}z`7?JCR!9J}-Bn2ZPrOFG`gpA)UZiJnADH2e z;@U;Kx$F98d^ab(U8CF_YdQHC*e(?8(C#5m7@4lcNhnnsPrCmVvV0mWn%Hf)cDU!|Oue+$7 zuOxj7a>O?}_nbDGyNifNM?z{tSB04%3^z;PVK@Xe=@4c%(HiBLLHda+c9NNcUH>j{ zAO{f&hd(EK;=|M#Z027=@rG!ByWiU@P?{Ljo(^;5PQElIc5~y6{>>Vbe}W!uRWu5x z#?<-(PIdt^jbS%Bpebs+37)oHtK@0U17L0L^eMp^Lua{jX-Dd=ok z$xy5yB2VjIY@ef%sbGwE8#~5~>>j>uq-YRMIVFesp}@60gReqNm0FVfw^L6?HMFj1 zRoQ<$AM$S{nHjTaZ{zFk!J+eoh`!DpjbR+TbR%6I7F73H>nThTGOOZgj76Xeb&wZk zzUT8LhibvPz27-{_5>^G{=UuyB05=hKbb&*8_O2d(3uVjkRc9vuo)z3e>gMddVgPj zeUNLZw6(Q0$dZPbnmr{kbpj;2j$a#CbfiINvC`lUozM=D5>J&GpMq35{YrRk!WB;8 z#&aNpyu$MDZJpn$ahp?CB7w>1or{GtA6Js33KO|I34+VJWi^2Lj+0-FRbh{XtBRN8 zgX};9kuzAu&whE4EC+nJ7Y9XSCkX`;4obDIb+!2XK}es15vBm`J9uyvS|GiB^|36( z&L0_arNS+HWpV#9Nwd5*x4Igy{J&5W5{}S_@*J5l7QmtSI>5eJ8}^{zuYUJYA{e>< z946wQ>HIrBn{LA#oSJ2*X?E1gk-?qFcXri9y6G%x+AP2JKG@KJsT-PqclWnukU%;e zt*@}Y`|{V_szVUb;!Y1J*;BUA`+uf8R))nu$|X)VOFlii0E)%- zPO9Dp-<=@8*&;%u%lfCG*gOP@t(H4--m5m%5ZxO0uAMbMXY~V}n@mhvbPlByM)g#Q zN=6yUpYRtO#di|kn+kr)h&!`TamD1S3n6hNgHXHRhnQMp|GhOai?*1$l4xe}931XO z+W98!6_a}Ji0)xChnkCT^^I=nDHcu1FTS4o{*KYKbH`+$*jQX#ZZI+SjqO;_XnFuX zX85-(<3_^o0^Tg=|Ip1~bP);*hFrMaAi^+mzgi8XOgXer@`Xa|zhR&o`rROar0Ky2 z{<9eg5|cUi)nrP~1->StKum>amQobNr}A^t_z_jhy>sL2>yWeBPQ7P+JkX7xBqV38 z+iySG$_S?7Pr#dl8!c`UwXoC_NGKFZi5R#ulsJd-Xi-Il}>q`-Cy0|MS#SeEDss$e-9+$;!}K$ z3pyWZ7Ej8gTx#Pga~h25??FQrl5^V?9f%`pmp}4@ZhaBH=ACejb9AIX=nk?7x=nS; zK@AjXQn%9_UQdR02P!LH75JjvHb?Hfl5=I(6jY2uBFXV*dh>UIWi{{6uA9SezcIF! zEFDJp_+Vm6{-GIx;@9UK>({=_pRGZ^warb{cj`oxqOymcTA5=DY3svo|yN%Gcfn z?IxTnPlQES`pk$e%mnE53E5i&mehE@n7@XPJBg$kbg5C7me<=6PiKhUAVVi(Y7%tf6H`T`Ed}k{7IQ#3xs^`$H?h;Shx2*MJUjW4$9dw!s_IGdH*hn z0qM|w#`oT%DKd8iAAZ(eIu3&Mp(S~cNVz})us%3|y65O#OZ{gg(spS3Z-0E|+wWev zcR5*DJEP+mQ?hVZjE~>coVNVh6Qu7vwCDPTDAgA)MM-+y?X%v{(oY9!q)W0pE#m(H zEzoHMNkCkK0IWTYG0^yln@2R(GZAKTGH*>bOo$eBZ&ca9J zIruNM)ZUmmTmG^kZu%FeiFJ)B6kP;Y|7x0^BaBG!MCwV)y&Ij=<2sxQdBJb3frbp3N-ciLP2 zUUrCSbwln(*A`Rswk0?!R(cVM~*IFPRzJq42$4@(Yb-KY3 z)F#eW#DNF9GYW~K%>c~!e_TsfH&2oerD99+V)k!8nM*G}51_55^S&8X1Y%8mHc7Jr zYbQgINkC31>i}E-4>)EbAE;Sh61`nB4iYheV-BT(QvL>oqhv5`jS**+J7CQSFde4q z|E5;<^zwhcQ3>`(3;JWf>~H3LaC&yaOu$SB1_)fg8#be4KajH`_VUoz4rAJZ;v<)% zI^UFYWD=FEGyfwIKu8atEuT5;XQbq|HwuUeyv1*HhM`u-1imdU2hEzTa{)Nh0HHNyBylh&B$elzf9jMONgVKN78# zP5;a|-hBU{OArq!!N&^#n7GKQHOPyr9)=!ueRX6iyYaUsC3(U~hrAPL5TA9NW=i(j zBHXL-reK$oUgFs-x>jC>4?MF}cV+d;R%?z(s~htXk({;ke|obWuU_oeAR5`Fy8wwr z)QaE#yi5hXy_17Ix9=1t7FU=6!{}laM`FC#Y-ev{)7JS38xOGLIzMx<^ONMRrpTDU zEmp8UC$e!|kH>%W2A0{G$GQnQ*mVFlS_;#mPTWOh`>B27aM}EIG?zUw*Z51A;kFYp z3F1EaY{iG|<-x%^&zO5qHqziMCX9Jr#9f%+sPbs2&`neXV={kcy5NBJ3|n5!gV34Em49 z2d~S(HcK%fdY6uGts^$s^#1PLDWUgjO}l?MpQ=ZkjkyWEt#7Cw`F^BK zPL;SA5yiHqy`#1tq#aC*KghJLyHJqv{QzqcqF4p93c5=Uv1OS;~t~Vf8gMCfMw^B zC|B@VYFV)Rm%pDSUj>ClCN9bu>S4>cC$pdOuk>*g8P`gRuLO5@E+geSkb%6=^!NO_ z&*I(yT)EIl?{cuP?=tw`Iv)D1a&`EgzU$P=Z2iPyb>uo*809hj3ToM#p~U#8AqrOp z%!=UA>Ehs0e}EB#0`z8yl zNDi+R3xuFmGJJGm_YyKI0uy}x<^9#6+mI1_w@w@UCNmg2{%v~WsK$;vQISbq#VZC= zIsjtk!`kuez0(va4%K3Ks>^vy|Q9&>D)YOdX zYMJuu!7qPy_!-mU6+Yi~*#5H(q+*4GhBZcdB7pF|*2mjt^WYpJWidl%`0}uQ$+b`> z*OLK=X9SU?v_XdT-9juB8=uXByC-5sw5P7i2ETzNOp~u97T?}jGVMKpIkOj;l;ZPy zHLabQN|!n&+eU!XGQXG&OXMdb&$X&wH$uHYMQm zYKOCrDr?FKYxSUj&owo24(jKonX|40Ufz(oU{rUyO5f5JoqP4z4heicEg;a_Z?#Y5 z4@7s%I6`ngdRe&>?pZYa?tubXU`n7Q| z2T$N@?g!crM#1gJZwo@tfSpUreJjUBWQbQY$zqPDE|eSqjQ$Yl zyM$`x-G1pZi(5s_b!ex)8oUu%=kCf7iWr<4b6OGYu?ZI6=!J;c5T+t9v^kh0vYX!A zgZ#~1up1|qzCU)mjsq@Io8tW|KQUXVB2KpB-b?v^mAMPv-0OhpBE;T3d+ZlNQ4~}* zTGjf^CE_~{GUz`OSQVRKAVyPVK)?n{pZejNUD_y~_PkbX-;)e0=45g;?t+tJD@`*QH<(8BD~pSTcixyPy!89P6F+EoIhbNw%utCE zZtf)rev|;S-<{~|W4+1Bp&`!^C{n5F3?Np!qo7CIl+??FXr*0Y)F@io@Iq+W96 z!)~N-O`cfT0 zpB{-qFIA^trpq^JSFkS<&QmmN^5-!XoC>YU!v#ILu*PXeW=BR!%iX6;Au-PMEGOwH z?qH^BXlAjz=d1P7o$jwQ^OMFsQ_b=|FV6YKzfcmhi zoG8UbNLs}C&PPMf9YJAXbUgg2lN_V0k};}5U1gRvbx~sye*DNYO#0=v$iwM3N5CzrVE%i+cL~R^B6heNXiHKtUt*v)M~0QS>J#!9*ig zbKX?=o>Ia-s3@+iAXaf2Cd8GGBqyVjJoH|Q`P?-gOO9U*?S;yF&ynA=6@J{q=N%#~ z&2{!-n%vO0^va+noIShdd(Sr*qqjL#E0MA+ul!`g%`I6lI8oK$_);3U`y=SPq&QJC z7e$!sH7z;lr4|u->V@uwra7WI=0Ln9)=O3jEjOSP{OXiYu=jK*0pUHxN;H=F39pJ> zh@CaV8q8J-#B=3+v}V9W9as2D!6sWF`h;EHn`uulk|+?*P@nYRlV)l=ae|N>DBT$nm3>+Y(T^d(N z4JIvR3B;cmODe!`k)r4E=m?7T^GcY4WPTl{WKXyv?Gh&ia`_{HE@&*1r~*#s7_?hY zgp=Fd)L0nCY<6j8tLktQlA&?E_@-2Ld^#*tsA7f~Dx5;yE0!g*Os3`Izi(lcCPCik z)lYCi#7@FV6Vni>cikqYdvgO#%z^u@I*+zH%DkDahO4|fUz|kK$73VN+CqqANN`(&zIP6G_MV5WjHktYrHN zdTN4=TFN({Jf%O{y~0o&KRX(AOsZHk&u?!#@lw_WOZ%8^!j~E%5pq*NeQrpF*umJ0645bdM{XT z8lwA0fN1S3>U|%TMO9I-P#Y zh9N=0e}A_PRKbUf(+1-~iK|_tf}>*;t3{jmHo4H6S0rd~n&&h(^HS(g&sEwYvY4%m zNjJ}Xy0FAr#s&_^#;%zg=i*ZJ)S7&Cl+eNa_{&04=wfgo-T~0a*jfwxXflWuhe3IF zvYY}^@a-I}R70lY{^MeEzdlhE8O8>h)(e(gx-#`Ch3S41j`x980&-Bw)Zy{<GsiypA$s>v3LpXd>UxIh7ov$qu!C|9FdQ8PG}+7&*#pCg^yzPD4k@FvlDx+E(Fn zMgFy&GO^#Ks@=;1&sngoydcO6ZmC8GxsUEcaZv|gZ1RbqFUX^bV;6KRsGyYf+ zOd3^Xg8qXO!+GQDt?2ez)SB$O+PqI`eXB^dLLs)FYaU~6|Wn#%G>!1nf5#odQkpGiM%o=lg02fCENAE%B-(b zNj|OuYFSu)i-}}?m(GCRd}bE1``uSG;2_x#yfdtE^jZ?ke)NxvzPY4}; zBZfiS+`0(ekme|StNzI>(aUo=&X`R)Ozou<$ykCu@`SZ(920JB&up$@E|-5ZZzTvE z#&|ApaOM<7pRBYWd3@(fT(9Cgt;`8t*3voYjg`7DdA3Fm#p3&6J{*4gZs@zeX9)>g zKaT|dLDxBE4N1ISXrEW3BY4L2{DaXT3pqgx(Mz-JOBmgAIGe12A^jvtw+IuR4}udz z+;oa&F&0Z^$IvX=8U6?RR=+;w6DjqtR@MAoEzK}Q;Tio$7i8}dgGL*BF~UE>zLU7RTUo9v_igmh0I z2UEwhkIYvt19DiEUC?^lOw>pINcLlCp&=?QC~^##$rOZX4a=B)xLA1kScytZ9RQ*Vj#HXfH?5 zLl_4;TbGm`(nup(PK1wgI0yUSY@-E}mpmzY;j`D!4VBY2Z1NvI>iWF+$^0%?<*{w8 zm7;u@s;LZTKod@-+bR!Pl`_=;4Dq#9{+k6)6?@6a!!A|Q=J;`u#_(sxuKuiDMElV) zK8aKfHY-{*$yCA^pzFRE4NvH)MIyIy@rNMoa;MVRr~{N!WzyGM(FB+fh?O{QKK97e zfc4WkTFEze(S)Cw%$8QF4~S0~&l+|azMH4obVWwwP?eB?C(eMVl0B2w7&(pjL%_O%O>qE#G0UN8JIVHt8j+uOLtrT94FoE zzV*!b)OlQtJ!)|k6NKN~ysjM)N^Rm_qWg@NWp=EzTBYhyg?HylXsv8HF+|-WduAkp z1>VKNo}yL|Z(m05p0g<=deSi|^T*;3DNana;bCbhG0Ie1>PO+vhA?hBIHZ(!^T`4+ zko5=>Zj5OObnT=)(KLC+s4Put!+#0A`^@-c5P>Z%?KFQ>pyC*u47P$h%5H9V2-u!- zU|lce(RvzMuOF8#&Li^)e2V=(q>emx2t&^ypjG^a;KLLR(Y!!(`@P<{YidKijyTSm zZY)7#*G)t%cDv-tg7Nk8gAhP+3fFMB5H+$UMeQZ9SN+V zTc%@f!+Ok)TsWZeIbV0JmR{O;4#Y@#iq*M7YNM|0NtBEXI4w>}`VWV@p)v*3YmC zrgDP~K`t|gYd93@i{-Gj!Y^ z-lj`!ym!T94Y%hgm4*RG`Ow`WiD8=Z$UFHm*BFAaID8YCB{XuDh*C-Wz1xWii2-QN zYQnh6RH4i>kl~T7!{|hsb%{N5+zw;YsPvAFrm+9j;IX17Og$ttie^~l@E#5X4B-0E zcZrC@O3XX!Jm_wnX~k#gqo!SYM{ccryDnh)EBBsaOq=5UJq{tEoa%wEw#>BdR*8!D z-k>rSug6T2HV>95XQZ@cKo$+9dJ4DmPJ0G!C;kM%q-`o2-UDlcBPf|A5(^9dLM(f) zxbTEdVQ;|3hl0KUNzD6g?N5R=+MOBqWsh zqiN!ini+)V*1Hn&t}UqOAg8zwt33L6TzG)bTOrcM4il*w84J=s-08Vb6{|P0*Vor8 zsK{$MU^X#2+yqNY|1kTJVsAs(K*pm|22CD^sC6F57as`V@sFVLPe5$>y!dvL1+zKU z_A;5<1yAXepX7})H+|(6tjTlqMzGhNy}duF0yng)tp$D;a}v0jv3Pa+yI2C zd+;wkYt6TI*Md;@${lW1?%z7_X9_OLI~MFMar%ij(-|*f6n2?+;(CdM_pJ-7C@VX5 zQqKsxmOx!nuaxjtxhDV80#HWDXrp&qh;9Uw3TumV?A)ZR-7tS_wr}mP_32IshT@l6 za>F5j!?{4L<5W=(K8eF}3r}Rr5NWlv)L`>gEsc`9V6KwjV9r5_(aVq9((ecyClxQY zo)%;DoaLy#N9D*7WK@dH(rMPDrrUX?0%e_vqQTkVwqCzU!0Nb|fPDsujoB|w zFR^{(DC2j8%-lMTLW5tvSdmil0SbAAvDq7I^!M+zJAU8agLMzQJP5daCtyiQE;cAvP9PqQYv*&`O1b7IK@ zy{=X^@78KXhZz><)AFfHqNz@L6SNTE7*u}P#e_ZEXl7o|IPj5jI3 z6DoG0=kutPh}Y~q+g6iEln7x#zmWpC|1JEcNfyiJF&NaA zK}D58j%m4=aorH@)@7pBNtLnHLc_;f%%yqm+vronU@X(~FK$d!hr1WDZh%*e3d*Fa z)XThk>Y`caC7Rxjs{5Bu<~^Zf_q?~O@*Mk=x4%y-+xGaAcKp_WUXp;?TnrVf0Vx57 zJK@N;AoLlMkH54sigc1yiQP6x*v{ejQ6@V<-LHlOBJQ7Fcpe>){+cQfKP;Dc-A9R> zqP3C*!lEikSrb?^XH3Q;3m9IRTZR}cH6 zgoIKH_{K}H!)ENI!^DT6ki$3BN8_X-g8QcD>R@|v4@i&a<6%)yqrbtBD-%28&(4r! zt@BRsh~Wy3is$IVrnTcy^*t<^ZTO&MMgr>L1O5Fm*e-7{p0_yfXb72Wy-5kBTdwW1 zJ$9izB(xSo2w$ne>KkN`g_9>pW0y}%?AN|uA`{R4fBDfMjOTQsHK7ci>dg~n8VoHn zEOv65yiZbGT%7Vy^eJo`d7yd-(fv>27CIuA3#TnzM7s+xvrB3B`{^Hrmhy+_x&Z8H zazzT;BZ0aIthU=Qm;2Wm{Cy=H1XWFd#zLHI`ODEkA;c`3Fo2}!H@KZoyaLvqhk!Nnj5^q z%z9Y=s*nLN^IWlGzKz%$+l;d zwTz3$|9h>IFtepkdaG>zFugi)PcgxU*yPnP4HfsqHSvkqM2Fr(neft zsB$FoDNX_Uv8kgjMUDl0I2@t^lG0$?{?~28(`AGxR-Oxfrqr7rLX1qq^NZRHh=`Ly zx!;HHL+IPjnqOh}bUvpWQ#JI~6LQ&eWK~_M&5s}c&=Vwuks^f8-|PJQ#}!%8+^2O& zAIow)*nd1~#l0^%zr-fb_fs}5(=Kp}l3D5%aWc^0tX5m)4)cHS_J5t%f4_D&s9`c5l>Q_;T$5+O zc;dWsDqto5_ZRr@{{wk`m~t=LHd&Vdf~{W{#$Yn3Z1O246gH0<*{_oqMgDVrRmB1` zVkRm>r_(Ou+nlEp9~A1+eNEE&;_Mad{-4ViqYdZi#-G|1?6_}+0?dmn@X^eY&iK`Q zBJV~PnhM#9e0c{KhGKA1W@KnN1kB&~&zr>gqDO;{R2^wrQuO~-@%;ybb~Of_ED~756c>QfK{+yV`^K#h!_Im~@94h<>zvd=wOm7nddqqWs zA{nY0S(A+`M~?i*Ly>ZsMUuE0%+r(Ms8kcOE?YcMrq;qMb!3>FEMvd&Ur!|jPgSs- zi$()cs;}9C);scC{W&_6g85uXuxdoV!7x${CBH9a{GUyU(?C0%!q3fqP*{A7HOFZz zYOWfDQVh42QNP4L8w+v%*NuP^RDDfPxc(|ner<|z?Z8j-Ed8y-<0q1yn$in!>SiAd zpkOTN*@}Ba;bi;)tyykdW-5}n0{mFa$4lps%Z78g*j&&_Gd-rpv*lOli?^ZoGvQ`A zpXT?^6GZc5xM72WTDJqfMv|&J1oQ@6`-@Ite{qp+W*@n;w87D~w(%%_w%PumPvdof zO=d&+@j(2MCBE}SvPbk^z8x7kFn!T6#UML)^7tb=(@OWxh9YgZU-{Q>JAbL%vsQVV z_gUE5_q>Fn4VLH9u(}w$47K$Kjkmf>s~2-weA~J?8-L$v-xHhki!C+f^mMkVEBPmc z{W(9;-}hK^ZdNUpqGq(#ZFGk%mI6l@jb6C@>1Oz)9hOYIeBFhALTBJA9mdDGP5!b6 znW%5K$qlg?rQZE#Mebxr2d#@bA7UulmutWnL7tC&bHnXEX8u6y4Y`rQ&g0GNpG15eVQy%#8 zFiJtxo3|l)T0B{|u2Q5~mo9ADa%1jOzVqpk7|E&cpJE7zT1zH`NHm{Hy)N|FEend5Vx{s%p_|LjeApPS=h@yid{6y}U?T7~e5 zrL1gow28L*as$Vz&0?PK5e1w4Br83ISD_>>cZV$Up^b!!Iz1)f9zf) zr5+AHjB7rOfaK@=qYm1CYa4wgPxq!dW5^PN@ZHDXqg!*EnNcITUu0tmNyz8~qW=Z% zT~@6HNzt?zTDKT<`Ks>6>!0}0xUcAbxM|I#-oYo#JgCSj7C;yHCb(Bd^e_?IrmC>O zhxz!EK78lLZMSgt`Vy6+yr!W7iq9B*YZ@Cu zFyzB(!GDKIIArLgFy3(tQf4~2&30x!COI*N=JiQbU>bY1=`~m78?WxkC4IRYh$g8^ z++v`|brHvQwPhzlRLG;V&^X;+>*?{R%Z+~8ZK;#n_lc8Wjhe2ll^yDN^QYKvia>#~ z<{-4#dcFGcuYX)qxo>4@dfzYk zSDu%KYRT~HWFa5sTTMT693|z(35+GZ-`Fxpb5{C&DgU-Iob~aAm&@(jLVvK=-+lyi08{?{9Wh6FdcLvOF-j z38bGKxLJ{S>H&pQ&5buVi+&8#J3lHo|4vPV(lO|g==;aZM)r%$%bg;*67KV}vk{Uk z!Xdqy!l#eE8Ygq9r-zW+Y`qo@e|cPci#IdoTXR1dq<5#u=z>msWH}BY*ch_BnZD;j z74eTgk8EGey~=hCpMo&k{OPbyOIO2`A)l-*!w8H}Y*)X<1oS=@65K)IG{)fL6SZhC zrK*x(1^B;IR)j!*ON=K!1s-{XPH#kkjmXn?VxIl-+1^;4*T$|19^PXULWV~=kayl@Gty`4pP(f zTGupvfAg2=k90@BvG5K#0$u@HpErVPzrtPH{%f4*^}Nu%So?FdXj!Hf2Avf(uK*JanOymJBq zd5W&Oa0>LiFC)pWC!7w5IUKz8>f%Y?gkXZN3amKnTGSA9^U`R>!*NSe4XVF(Gj36; zGugNd4+kjXswPC`XjwJ~d7_Rkg8OQd7oD;1C;ERdynMd%ZmjER2XXzFp#V`*ZGtl; z&QUuNI*?3Sq1FC}AIaprSVd75J1k$`p6|?QYFe9tCZ0p1rtlaO%HnPNkg#2p%e?3% zxQdvs7*uAw)ad5jmmu2N`;9d%U?H1b%NV~uLbEeKo=JTaetv}cUooDH7kzdZZQL26 zPFgu8S?btvqAe$3TP85@C>bjv!{_ERe|U-eeD{0t7E`p-S)Vs<3!IK@9XiLD~OeT#jokn$uXIg890|WB8%!LS=)cb4# z998*a-@cviRL`KoXN{5T$soiFB5*rrb&3K~$dJ63c%MRvLi}~k7;=e)$n{KI87&g# zTRs~U<8-_oHPF;+P93+#$!W4bS`X0^oSd*>I37x4`tTzD7r1z_0@J8WYQ@jVgVQWz zi#_Re>dVGbaEkL8j--dB#huDFa#*=U8ox zqIfXPe`2r4mVh~MZ$J3_@!PVaEOl6z#3Mr`I@zE4f8C4JB?xsngZu9rtABYp7njpC zbCF#okpP|g#j#)FXEgEs3j$0c3W*OpOQlIreq5ZQvD4`qNzP~1sc6rAoq$&U)4KhR z%C)MHtHx0V@pJCx@>3ttxY6=Xxp+88{vO4ElEv`%_yamq^*v^!eYrX@I_BbJ6=REc zWCBuEA^9x{Hhun7@@?8IkxpQ2St3%hWi5o6X$%IchXQ7A@#9nCRl^{|Id( zUmtzW6Jj&lsjWo(h?gKdzYoOKozusZ$#6xjSPqZ)s)-#;a` z4F?OBS$B*2?r-zn+XG=w>ucguL98`zE>zk$0T7~}!U$0Yw#rR$w+ms2b*J}Kk;#ZA zzQivu8RwpJJz;JWU>2XljXrrLomx20j|#LooHM1(b91V|e10(ql~MHnsf@I6uxV&q z(|wkrO}k0e0o^m}d%kj7iFWa~j?0HT{&HGds4iYV*Nt%gw>DtY5FhXXArod*Xngw& z;(>P%KsX8)<9-vM|JSka?rOdfm^;I9slC3biMuM@>I_$|?!h&SI}G42XEb# z91LJ^qcem}!#zb)vc9XSeY~i}w-M_oz3cUS?JCa^a^fTnHm#4PdgtoRIl=22*P1q4 z-n}^a5{9?mdIkLccln|*{N^hoQ_n!f5Lv0* zyLa&O!^KW@O`n5p*6^-HnYs@zyw=#Qq!OrUq1h$4NqmLknm-3Ffd|=aEEKX#wFG_T z3pH#J7uv(0^7G~#?WkR^FH>qo$4_@#eJ=KiK|z{ZRzA>}@d=istdv32?;X>ckpIu) z1n?PtOt>kukB6>zOKm=hMKvAKLwh?9S$8W;D-jw8TQ6ZB_3(vtb)Rp>w`J<;OqFr= zKb9jq9Q$YPBr=8~xsET^_Cp!OVsU#t!(c3SFFV$OY~845G>b*{uINDr2NFPk1T<+b zkcXH?5#1GPCnWeypho^&5C7SRfB7Cc*?R5oJ7VDim9*=?p>iStnf(^hSX{Y<6C1{< zzS{<6z{;k+pq#bd0*kkPIVzn4x8@9Oy6dM+ed62vSDSp5)nKBaW{AX>_t%}UCm-@> zO{sD(uuWdn9SCXfPBLx0B>~q5c8vUHeO-d2OKNZ8u))ox87FoDb4FC^+VkUp+D!bf z(!olSGkIeL5&6FaAS4(#zoWv*mj&S5?0PFHzf@JP(%A&CA>l4HjblW3#1Y?|li4Cr zIKyid7Y(Y(lHmapsAzxZM|p*IZRq3QE(|`QO$`0naV3cPT9n!TqJnT$fcam7c)G-4h&H?* zNsihWp)tOPtywH63{#38R4X@~W5C>2QKk&+AS6b$DrXFP<^ z(D2Z@tj!-QknzE8PL*ik;^eQxTajTAb6fj}d_9V+{S3$boW{OFeSRUQvFbNvKR{7X5Ui`X zrM{Gy$qL!^=NWewjeAUtcO*-cg~-#!sRYe>EO6Rt6T{W2TxiG^dgffx8x{YET!%f8 zr7Q(=t-8nKTo$4!_SULI!%T9N|LZWei@@`75xh>wi5M~7k88e)fO_t5*y8{Du!1Ld zF64~M#cf|iC{)}J8uw3(kq&|fQBfYQ-wcr01c0|-HTC@@4(3epzw&JeD{&G45)ucLPGpqyGhh~trM&<5g z4h6fnilcgd3NK1gusu$e?liJPjmhWhpVe&b>4*2RtUrw}q-!$2LII#3Wi2V(wLsMLprtJA}?j6@3=q%@V*r@m=CDY;KQcAxa}XFICNvDUV69oSZ_~P*&d~#Q5kw zg64xI<%&!Mn?RU6s*m-Ko_SAyzwRY#aRHU@CFG)CpTp(g-S@HtOhE{UV9vaW5>HY+WrfDpq6( zaA0?~zxmwlj==}sc?~F`Cm~vxQVoYco@*uoKz4Yu41}pWjPHMB3+`rBisHCXG6URZ zF#rhpeq2ZVI1t=YF16Zl_}1nu{pRraX$B+qQ@DO-o6o%vc74_BrHWr|Rb0<|SxZqM>O!5Ef z9qDG;*YL>qIF)fn8Bo)Le&^S%mC>&c0QQS<8UYWNPN1aRsdZnmJ3Iggq8Qx5W}*1< zvUNbSmNpp!iBDG{vz3*`zkh7gNN$Xl#8B)nmuadTUe}Z!Kv)kqsz&F-Qnf1+lOp)O zoJHeq&V86-3a;M;I=tp@6!4w4tg z?T5bNqh`>!j<<0Se*0eemteC#Y3fhdRR7y5sgV0gY8yi_%i5tre6r-U@t{|zGwGwF z%ur4VdLdVp_Y>U!?yoep3yM_3%-x)c*tQcORnE0nlR64pS*?Eg!xYfXgc0u9)NXIq z)g%-5VYaL?R?nM=jVo~WJgH+X#zH9PII-8<%>9{7dz&ZPise3L)UbK$>)7CzDh z)s3afygHhDTQ?At=z!M#>!)_0I^-FL02VbH$vZe6yo z`4B0V7T>dY2k9e~6E9L-xho8#mZQgS>R(uS`M1fLjp@z3I3N)1BxFU()Y>?J>quZU zSrac`DdWgL_+$7Y!pfedY5a{L$P((7`T`ONr-Rcb9&C0hMU!tBB8VNAA&bYc#Ii)j zWVD{$i>GGQ-k-T5Z%&4zo7jOoa*eZ_6>eBly0?DqjYoEzD}+;vwpwRUGXORaWRm3< z!aE8S&s3Xu1=?Gz9CZwC>x<%7vq-+_`uxa@?$psfV}0&#<{ebNrqPuo*1felJ_^Xp z+!KB&Zi9l~KSYYD@w^Ty5dsD=7ovMX>HA7j+Ix#5Kg;cKrE0?T_ihlunGPT(q^V#1 z+RVi-|F|~R{C0w6Tz=rGpKjWs8Ypt&OuRKVfk`E+tz=ulBxtDI`BGwVo(dJX*sw%$ z<$ZDGqJfUkJ`A&IOMfQ&P6#O=AJUd>lKMF_M9Yh>>rByOYjH)Ji_l6tu5BXG^|1Sf zlKL(Fg2|rIk3L{fG!->$k64Z$fDA`mw#096KC=VUp`>TtSI;>IdCg}$CX`JRwtePI z#MU6WKlPZg10+ivzWJ<4Z-P<73!qJo6;)4%4a%C-xr-3-l*$!d{|P@323diMg>MaY z5)0YSJ7B+^Q+WtXjK_!^X86eBKw&(c*ehWLC02&PnrI60B8G(3r3DyaH*^iUy2d9_ z5&#%e^uxTkCDKgpuy|olMyo4JFowbrO)0ci>0Ca;5zn6C`+j{H$2{oxKue-lE6(pT z=R=A8HNpRDFx#M)n>%X!xQKVcul`y&vQ=qFASh zfvt;-K##tb7AeXU6sk z+bs)+G!DO+k3ta92e5S91AczTd~X)7a~ovB;i-@$J4R$uBJzu~Kz&Lp2T8E@5e?CqaDdlw+1B>~jGvfxkr&07R6!0|{zlKV1b(>TIw zy=}3kP%N*k+}r*IH1Jkv*;C5Id&(;iHZse%0r%!E*kqUt`VH5-qc*z9j8lhraLxkj zufT3hrRWE|YhUQW%pGQ0#T9|7CMF^;qf9GBAF_287-Q8$gS#Pd!6q%7`)Y0O3G_i9 z>%B7GiOqmsB)3;)KDlEU=^M@JO_20VxvAk|pQx2T(kWBC{+i%8+lewn8AKF$16A}W zmzktlF#`DbrTenQkk`(_aV{SjIJu7yiu*snv9-*RM7>_jroS$KYa)y_!= zb#gSNV6({>^Wzlvk&jR4gx-4;*jL>mvZ^d1-;+!7~MJ8m0@px=1^T*wUPyQFXIjA1#4L^H_m<8Q+5cH zANakm&AkDUop|dsZ@;DDDn1J0-xz_OGT?tzTSnG#Fb6IFf&a4;;dchKw;URuN8{4F z?5kCsX--cx%e?OfvB@+$i(TEv0Kv?B{?<7=gd9?RxE`IesL^8&FBYFVd@|+#-<2LF z_c!Z(LjIQ#BGK3U&p39>)dQeytX%3MaQbN3E?sGA(5u+i8@W9A%9bI|X*~_3NltBQ zO8rz60*xQ#$652}rJ}NH8J&D4wX`N7&T)u_mKA8CaV+eB(V-~FE87_OqB}ul1}|F_{Et$o?vEU z{e8YrW98}VA4RAj*cbxSCfuV$s9h2cv$^10AzYY)% zve?BGSDpEv?1%Db+;`^-lA4&f7jv^U?=7pz!m(Z0u{eJf>Kw_E=kZm@TlxcHUWZjc z@HpqNKqf&Q7hXK4N3HIBz5pDFh&6%Z7F6FAra}~smpSm;#1KBB_?4+cprPxQ0oU^C zG!q8ZgMDjKuftlM)>}p)tNZNIBv8aT!c^1yN%0t5qXt%h^K1_$W!(X%k*cEx6z0_4 z&#_gPGH!%d$ex} z#UXK&?WO0)n)MYYFjB&r89zB*Gr5lws=<4;vmeOJ0oQOe)YgHjNjdCdDT^a|>}(Z2 zao?=`@)3jqU_eqNpy2fNH)_Un_($w*PCn4}8ARZYV6~asx6u#Q1_bO?}QI$?l+8H1`J=>LH@0vei zFgA?^7Q{E;5a-S(07JDCv9!b{r}?Z(xPY6>3q&1yy$Fp~y-^C2Pb1lVXmxZ#Mqt!G z2-4H$(8j21=|-$?T;L?r{4o=?*X%Svq{8)XS_HR5##mW^PfGA#kE(o9(Brw=CAF#U z0tps%MGgnyXP&YrUXxfnLRnczJ3D(auHbw~j>99Pb@k+`q$EhKaTeM>6&ptonX-Vu zDop;gj4&djJ12Jd$J4VFa4!7;JARZ_BWLuqY0LX;a^+i2quGKj=l^YnV)U5LGlK}Z zS1~8ym^{14mm`Asbi1{hJ>HS*h`%=p*?#4p29QQd0*%eFgN^t`VM%chLZ)BKAV6){ z|0)yBQ#E!!IE~ZWf3XIG0wuaSxXErvIX>f<0#ddRq7k4bvqN#Q`no&^TXU&Jt2*!y zB2weUoA|=?n6ND%3liRU70ihHMn*R}YU(fa9reGAjM#y+p5T%-(%wQk2huDw zQow(<0%HliJ2=*jx60a?!}}#2&uCAiR94h9Yu|7oZ`9b|%Sha+fnr;2Pj4{@8Uz!rkcB*e z5Qju-B~DVrl~40BfBm|GOVdfbmueEF^ogXBZZ?6uOR@~Oye}ZL?{EM=8w{hG@N4KhK6)dxK+4AJXb&?K zgHKb>wp5<_E+8G)hPR)~W{|7QFO_=pXg*a>aIY*P;TVQs`+xR^oOzURq&ewP7IP|O-HzskDeFBA{6z>E||)b&P}5yuklnSd~64r01X+4H-Ijyze$B)GzgB33Jis zzVIHxo&;x~D>ZG7-|sl_WvqeI_T{bPg_C2dKyPpflrn5XM5PTqjYJzHjoJhXE#-s! zD=rL`OGnHCWI6Vx6QVHdEN&YY}7R0+35BN=V?;arOzIPyzE4J4Af) zHnpKmMi|L9D9c>no@s(4$q{;WX$tfK_s`5heq5@d>HFjcv>&eAgEB3qqO zg6KLC{5D-NI{3$j2tzWmlRL96E|KhC+&fQ99!0woXbKRnkiTV&y}*gw7nrUV-J^q` z%nJ{d@5b;*>;?Q$BzXNI0RR!f?S4?Jc?$W-y)#O+@OAT?RR90)6;|@~k+?l3EnaOmA#4SI9!Z2RqP4yie5^xdNYx z{o6T580zCYPz8aYEu3$8n@wH~cQwM%3pIe}P0TGl-c)@Es(nN{79coY?F@_{SLKKx@60$hP4jCjSta=yR4J3X;skI zdC+3sf7GdnQii9bSfGBQDgd97z@6mfaqjUFK4^Q)Wjb{Rc-(n^hVZ5){%ktDi&Iv+ z$OeVdj(ceeDkHF#Vt)bkj*PKos;V@y8XgvWcw`k#a^Yi~Uq(CoZC9+?(;azU0`uGQ zDK9FpqbBC$Ks0;{$(EPgN6VWBs&at^rP`by;HiHM?GiH_ZMa3%CN=XOfc}H3)RG-u ziae7e{M^-(7?9T1YXI)i06z($xWiSCMj;r~D4=-XWsBo``pHNClX^i^z#g`7BV~jIRI2ZArmNLBC8}d)#^NfW?oJ zh`*FB3IEb_vi21UCqFGaAT#FTIvl1%XzAvx_aIY%?CF<30^#`|{FboKdSYna^Eb~~ zZ!6$F8__K|TL$|Y=2E{{C)otdH)~SQr}H1ZFg~)oL$o$zArD{c1ea%XaOn{$1C8<* z&>k1wRmvSwIKB{$r;7#1gT~egh{~huyVmGy7#C!&M)PtZ6_S?y|E)q|3vFW3N$wRE zwIAdugT#)CeiTf9I=~~BM&o<=v;WxYTTHM#M~xdv@B8WPO`>eY$g>_u%BOq7W+ggn1^9DxzPvUfdkM%om7))S`>0qF-l$ z@umV)N=z9~n|Y4jp#9v*l^V&r;`aVm9swsE=sah+aRTIGkbTsnXihfM5tdgB>Um>` zuzB#{pxHxTfC2=C7;0V>O7q*xuK_QRPVlO>jbUci1cZNTeM-vf_iO_9D4xC1%b|ZQ z?-J>R%&DjSS&q1F92oeMv)c_`5JFPRl#Bdg;wM}K-@ewlEYIj(oOFa@zg{nkh)?L^o$Ug+PYwmU$$p>_I6aPD|A7_^-1? zSQHiD6sRR4_-Irl{YiTs@wOa!rr*&m*^C_Y1TH5jN?T?3zy0`IC z?09*T;a8s$*oq$+nF}~iE0#gGhOM)sV<@nRN$AxbrsME%4+#&eOdV=GSQtX}Ll2I6 z_^Yy@12k8tauVWrxw`P#!hVm5Zr`~bw@AYY?U?9kVWjCLtm=#ih9+K1kxb}Hxts){ zsX6&x3&AXm9WH?ml}Lln4&P{DCe=Bg<=4U1mE-P4NMWJmV0%Bw=N~#FcJwEF*wwMN zOAk@MsA4vY2wid(LzXsaAa!A(nle2ClN zuGU%%gRJO1&zpAU(4X2-7yg25Png1~2^iH_1)dhgFL*z912}!OrSA(VI0la5`w5f` ztek)dlNMOZ;xddOx7K4-JGg5-;ymR(Q30=BwZyccquTlVr)_Vj@LyQ8KB7up_*#-i zCt|0o&45vS0h(C5jo>BUG4t1jh#2YL3f+GHBt$CqzzXh;iK{nns-{PyaB@X#&zyxx z``@YsB*R2%SudEC6?cJ(@I|oxe)0SA%f~|yfkPMs8IDVW2xRk~&}BV=xtI)ogUA(M z1I15qOo$4<>UbUzi@UA8y-;Uor;6C+itP&m%Ee0p=Z*rZjuHgabdjfnl1BsrSbY*v zfQtRrKzh#|K!@mn0n3#NQO6Ns?gFeCqUGKJMX|wePY{2BhDJB z5*UVYAfQ_TkR-g(#XBSx9^>ZEKJlZJUJ)+j=18&$P$)sJGb-|d^N+VBpP8<{-FFfK z>(GD%kRWW>1+(51*Rt#OjHtl=T9Ve|w&j15j3ng#mNdpTrN6h8fD93-V|4pJK@r!v zkejw@bhVdI>FGIx-^To9?uvo`fl2aSwMav+{xEKciRhi0ITQI~oohcbp!}|8i^l8D z^?9N~Nh==8uI(Vl@n)~X3&URxlZi0NI*?uHKn5C&IP+}ODAR}B1LRXKx0^Mxj!usj z8&;Tr7|BOB5xE4&<%W<3xY9ngc0=HjP8(Fr;T-3k+sH9A+y#o~d_*wKl0TxZ5FXlG zafbF(Si^*r`()MI+Y#{}hMQg-zo!$t-ZZ=Vz5x_Y>8)kJ*?BPox@6CW;j2ntXLfkI zJFAyEhjaqU9)sXoUlHg(r>4P$WjPCxjPn7zV1ViBjq?!jS{`2JUPFchVCom*fRm2P zBclI{f|dglpu_ef1FrwT_%gBg*+j(2ZT946g?Hwy66?e;({gac&3Q&c`e+x+SJZ?*3!0tB;xbH=aG{)ZVF^dGlDvgO z-vRnr4xvHcLk^%OxjhTfbEC=zqy_c9H6iVeykOp{u|8whUd&5SsUGZ3d-%tzY{G9p z_MFqaH6o*Ey@o&~p7-f9`-mBoaxiphGAG5UFbNeet&fi>J|8`G(LhW|ZhYR)Kp@tBx)P_Ag~V&u!`Y z3)x*^jaq05Hva3TJ+t0qH6%L46-)}JGvkW@9g>WY5M*P_*P$X$f_5lO5a!p-nEg4z zHg@eu-|?MwERU`M?d?n($!*awAAt|&T%JgP?EmdGu}B73sI0GaLdTtbB$ZN%&Yh^n zhuea5kS^o!TSmy*$k{=D$jCFStV!t!Jme=}uhJ{H0pILu@F6_h>xb#(I zXGrCY=cnAdWVAl&Ke%>hRODm#T(Ww>&EpB1_8H~yrb%c@3rcQz#O0xJ5opygOs>O6 z-U8MJ5nalB&!FbBR=@eQLfe*RWq)1=pAE@iGObm^kIo;WO8~kMXAM{;-JB(!=Gj7I zu)4;B!r^aP)G2VAd8X;3&1XI1>K=zoo0Rb<Ob@QV0<9_ZctIS(E*Tv5CO`!Ge15AB++K+=6lh0=I)k$GniVskL3^nY zTK$E^sUhBQk51t}$&2z&YihEaEvx%nDe5+o-1P0`?-0}&6*oB^+MRw1$MkV3#ANhx zZwxcBBZx<{rOmI+!0d?Z?p*o#%WxmPW_gKobbp8VL%aKSj;C(H)w-g_KYL2??9|YV z#mE0J5wy+Wy}fKOuY3zohbRy{&OqU zhG)muk{xgR)q4&+oUB%OJ~-Sq^gP0#pf-HmuM!$nJ@$m3C+a-zg7C}-?2DF-NYHGO z{ISEWGta&AxGe8lWWvm4n2fDKt1q`{vlkYe4~938*awT%8_zAY$9s% zI%`N{-P_U9Ks=fQ(G-1%+5h=B;W}vfQ*b-A8)C$WdKJ!>O@na zO<8m0g`z{mZ)EsZIPa4`4R9wTEdWl30bQxbO-xiyguZfguK3*+ev$_!;jtsco2t*@ zUZ5_RSz5GgUs@})TUhG_!CpqQxpHF~I1Gyc3D=IYoOC5RZZp< z1A0Or2*hK*h;%l#Qg>hupO_P8_{jl&qBj~FW5*YW=x!>-i^q7luTM6o?&~5`d+lug zoH%0u2XYH?Zd;Snwmp48@-G|1pc6%TWu6Q?hRbQbuaMdBhL1C~zCx3RImispBCff6 zf~Y`7=R3>+Sf|;l^73r&S?;z+3XVfLAPy#|om;DNr|0Wgr_Am0A7e07_}nwqIzD;<&CF6E6xULerMf%xfmLMJo`E z8@5^v0&Tl5CAAh?p`xq8A76u!@H5xvrVbUkh-79GGP?p`0N!9~AW7>lO=x0YF$?(( zzsnx64ppF`pgrgJdus6SXTOyhj)5E@joaX|*#X^JyE}!MEVZX__a1lah(vyjk1PcnVv~yXp{p>(1#qy*6TYgv|k=3BCmEfi9grgr;b&8G_*<8ZS z;lC$S)OrZh%3hE{Ze0d>{8>mfeiasS*Ti0^%Un6h6}bxhmCzy5WapFzsH4<`Z%|0ZyO1^C+AW z{^l5q7GwPEM{@hbYilL|_^r~ymqZ8C;vI0{mC40$6Hu2STb7g#Lxgf!48WqxaxU;+0>m+R1F=e_djv6Mb6K7Mu-fq>rSfS zXPn0IaGujfP%KCIKxub?z8LWj_+g^y#w>pS0iAKfDex4xVaZC$(aGQ}ueff&U-8$_ zzWB!JuKs~gHFN(wCb#P+1BK+wq1S}84pLbFjMfn7rlxVhCZ(!ptO1rJ)rZAU(YyzL zaqAcp7fYf1ylE1-qrI!D!qb}MlIpvZpV+^uvC32Bp3^R%Dg}pge`koJhJFgGPHnbHoTux41w5vy^p`pF2r%&bR_I%!e*vJ&3r){|&thWzR6?~jq8y-AFvCE)OtAG+jb z=reS+c&>jtO1?qe#pACG6v{!u{jGbi>H)`1)V+8&MWI>piiPcMgJ=&fPDIZTDO7G? z&bF$0QL-)**_qWmt%xq^X#{V%?qYlu?xIo!EfJZ&Fgn3`i8=~|*+6wcPMkE67M>C(9XU5h&fIXwPrC4F4(d(_LO%OBPY(l9a_juJE zaY8EEdfxRbQ|9{FH!E;83m_>YRj;-Wg=+WwQ*(17;+XeSFbNf^#m=!g-AJkxWUF)K zY%5XpqHAj~C<$kxaI6j&w{fWLV16Bvsk#>`T<}w+!Y#yHi&tXts9g%O5G+0TSZpSD zF`)g}aP4`SoAZ4dHI@`ZNypd<@+JnNv-JA#=L0qXh-GjquIsMb)3cWH<~{PrY6_|G zTO(MTj7Kea=OKc_dLGP!!bK-nVUdn!4~hNUtA%U4={+9agC?N+Lt|9C753yaKX3O!&b%F_N8phyfOii8aj| zc%;Z4H-W;PH~kCSZ$X?h3fBt!hTL1W-U+=!v)=5Ja-n9}Htc9jbn5U}qxRKXos{Nu zU^@ZYTf;$AG(!QwOcq#a8GxjC8&-9=UioZL9%2mFR3{ei{LSCaY~;k{%|&@qt7mO% zgI~tTQVd9leQAB7oYV`b&8il{I;zG)c>Mu4LTlfijx;w6M` zjOVyGGK48^4{_HHF`Ba^UXkZW%pj>q!D!P}h;k$FDf^Y2z&}Xu&ZAr2hi>HgJ?b0} z^mHvGq;_|iopc8yE`pnpxtUCkdZGWxse2>iHXC}lAqXUYIh0CTh zl5yjvK37$K`zn}6q4~{0P6;7egvzm?aci5tyXD^)s}Q}P+tinHvqV=DQ9BG1xQ6w| zpYPC~HuZ4M^@t3JLld#hF}S4DnKTY_@p)!`vQ8cj9JUXA$qG$D9EU?dm0f7m1l9Bl&4f93SZ53N?5-j$;9v?=5 z4R1~U@$W@$2Oo=J0Yw`Njg*GmJ3#yArqn z@_+)VdnnU2a_{oqB94=I=kCd6l%=oNZwIdCVf+TUI^vvscO6wPFLA0D|9M;U*R*zY zaN?U9Uk$5Rv`;|-080xplo*aXjABUpqwRgo%db9fMZHqq@!MtSoPPxXpusE(EmfWc zN*%k2HeU2V*-R!Ag7TY1tZ+sy_gLbs_$oIsH3!rktlWKA)@LaZe%aA~Q>Za7qRV;= z6?or8d7s&^6*PrR-KMLFr=QNwEbEKac8Py~;{BIUw;viqVfTIt9Ic~Vx)mydjCP(P zk{RPgRdR1T4EGnLgh7To1H?hNIxvU3SBaMyJ{YF>e>;$$iv#l6JML?Fd}3_)`Ti`; z`R6(hAvaCRfL(a4 z5Fb|lqeAv42dX@n_fnrb35 z@bOKT_%U=^gdfr=^vu)!C^PKdQRx%g_3cSL{mf+QSim2Op>(_Ogh@2!r=WCD6BB!> zFwyaKw|)VMlzcdx&nop7j)BVG2Y&(Xk8#5HHIn~uteiQ8VrGh7gA7v-^&PQ>N_tg9 z4+XSj9#o&^xSS_#LPP1$vh^gzF0A7>iOg`UslCiQ(HG5c>w zE>$PLnS*Jn2;#AE_Y5KCJ^=8jWa2l}cd1vV<9&LE)13mjR0B<1X|u0nNKv9ePx$`! z`xkoH=A5jHNif2?g5lQU$UsIC(Cudrqa+0^Y$x%ILQW7%x{(87mZD-Y`QRhsvB0C9 zVnRtjNEgvQ{(R$vy~{Y~P5j#trgmE%9srQ|^}twck@an1dC+c>fo+n3=XsDeu5YJB zqRpK&xe+w3clX!*wqT2#=wgBj>eEH(Zi9ZK(7YW5M=1KbqGw8d5gKRCN^ zKb&zidOrEBvq<_XY9=xmNoaGt$ ztw)clt3HJ*KV<j;1gs|jeVasG3l>bl_G5=9W}XIgV5U|+`cFc z73VM6z4@$DJ|7|(?|N^|TgV)&UnzsagtFLj`Ej{kucXquluz2S&jp&f-#`XZw;Gib z`|XlWh{=k?5GH9b5Ra7appj3GgFdG$8TP1BFKtTNf?n#ZEX-u<+`5mb~dre2v22(WO!XRw0^F-Zz4YC#Pm6m9AfV#MM?;N38Uc3*3P5qy}B{ug(|35)zu5sw> z`<$MIva=5QhSybPp3y4sZ?77iSd9um`j%{;IQ0Jj+ehu z95(RLsK_}gFI&@u61lE7LVK8+F1yhY@vitdaow8aR$Tx!GFo-e_RX=lXlZn!Z0HqM3TNt2nPi`<79Ym) z<_>7zytj|JI)5w}^F}@W8!8a^L*nbpwonNuk-v7^d;p-Gt#`o0{h9<>@z+rIZlvWB zqpGf;o1@UJ);pZFy?h=j{s1|Hg%PTsYSA|Ofaz=3u4c(B#7VKJ-MO7LPYXR^4AK+k zXt=|TPOY2QQdsmF*D2DonWXaTUOHt|#qjV~p&3;|y4jG(;LX;(g!oV2y3+EZ`UoxZ z;=RTT`s0&GBwF5@bH|6?Ppl3XWrkkEZOu$*Ry$37R-7VaLv!d;QW!o|UY?F;)Hc(V zyi*$9c4k$W`bKqi#tkxBVM^H)eHEsBRG?}mRsR*;$u_|9e)?$jL|c3ua@!h?2&|&h z$nQb+s*)i_*Ji99ZQLHcb z?(rEui}fZVhD1mvD_qvS_k8kpEoJaWKKD=ec1#mT#VW}vbpmYL(mjNs<6my_4|Wf=t!-4}?bhfP|9;M4*jWdai&I92}$FoWv2f=s+R)<00$BFrGq=lEPQDcD-~(nVu4J(ZuVuV>ddh z$J`)Tkja~C%{=KN$`?YHmC+rdxW-cN%PfVfG~V>yMY_Ai50_@HnH{yfBTSuA__e(C z_)EGn;}v~B)`V~Nn5NZi3fIYgwW=qPvEwCN$~))Rbsrc|^f`j-+^bsQl|#*IUOSGO zC0lsjg8J36*2*bhei-~#M2q`z^`Z{}ak>07$r7#p-*O_X9X_jyxmJFj-1msfhFF^G zKm+IyzU}(iENL9EchklhAu|Isa0kqLEOG>UX3L$NZLbfMRDU6=+5A0nc6Nrx?XKaH z!DZ6dCTnmbh<>tgh)>s*_ud_HDC-OhBBB^qd8e@pI29bL|5c*M%p23K>K%sOu|zQ> z+JCvRPwC$KC|&2O1nE$$s=O^hvg~!cQ-}4&+LTJ6A}N^symAskE+{~f-Haw|lLnoT z&S+S{{I&cW3w0G=XGkzk{k0u*#m$xaK73(LHGQhwUL+T~Ac2zNCU-y!mVB6-$&@Sa zrZpu!GmmrBs$q&ci;TiKVq?*H?!7DbbNc#Z(#mY4b6ptcg3ni7=aOF9oA~?3I;BLp zTI-bwM%pcmsh&M>`!GgE9kVn8H_QiR+KfzJl@ucH9Befd`Nc$<7OFAZwfomcP$oe- zl+GoYp9hfgsO5!$r;`1BhWhx?$8Mr|zT*{NO)r;{nncM!{amDGx!PY=EB;b#!aJ?U zpcu{L-kY=d@%cr(O0!O!f2o=k?xF4+&|9inSib6Pp^9)KPEp@%vU|T|`GtS^FUjR) ztu3M@ziZ5RbNtb7msyGLU6sk}_w(>ntSF4?S?$N~avzVzb%H5KrY@P&*%%LPG4+*9 znR4vp6XFbhNzQ@gOn&F!mP!LX$yeD@kxfjTsZCE+@r4b|(_8ltJPGGu0YWmAH-~;IbcSnr3RcWwrKWxAEQHdxp8B$iY9xpk)&aJyf zo8ixQdcH5%h&5eg7%KQ_+eak573cdeJbWP&n>qDFsEb3&aKY+3u%Vym(2IWtTdktb z+d0#k*^p`&a1J=^SNkvWG98opDcvRZl!OBUW z!Zpp*FnJMM+V5+c^DEJ)-PY_!MUB00?k~L;8)<(JK2W^eD;`aDoIj@;AMO_Vu|zp9 zT^dt2L=)=z+4L4ciCaPHji3_@0eC597{?MH$Glcg{*0nc36ngXY(c>2Bl!ZptICmg#EFluLdr<)@o?qXU$_7M-cmbsSY?m;Y`WSf^N$fEvKF+1Tg9!zE5v zCCyrp)*?kt^xF_BK0{l=PgK643poaj2ZXJe5$KsP?cFbFf9`P`bxB9B?PGmA7O*VvLSGlpqp|GMZS0GFaXqRgZ(yw1B^03*`A^0cv2V?Wr|sf1LDN6;TbQ? zz59dOBLRZ9-v`|^@# zk!Ff+K_+Bc+g<}zS*UsH*p}D0p}hUkLOGVOHR^S)am)m7jK9nQfLM5L>6xPt@kS1C z9%NtXQk~Ygr(?_JmsRF&gEMtOMb{R0m|RZCNtUbb_-;F+cV)Xpvg=N#u-Qh;%S@7N zq)p_Q4SX5trnA)DUOM2hi72Wa8RfZX8q#X&Q?!~lHA8DNp|RwQVJl<70~TVYvT)%Z zK$OaKWap*24O}Zd04IJkdf4r4Uf!)*bxWF1lIe~VHGKrqw!dCCkFwIn zy0`IEPQ)JJy+x2*V=SJ);kV)S zg@%VvIhXroZ$*MeKy1m~awj8brd`=Z_*jAnF>I2z;C@5|!{tGa;!J(*tu};_GS7ms z0~ae^h2h-w*A)CinEi_*mtTi(Uu|>j&(pRXbs3?Bq|#9tp#M)X?#jA8P)t6ix2HJ& z|7dXq0}rsk`Geb|+z_oWVpuVKx3}3F(1f{ZeZvn!6X5qV+>8=)=Brl}NylfZmA@QEiJegR0j~bF1&GE{`j6}fWNOq>edEn`y z{u5z3>1QKMr?j#kc{HB$nd$t$*n01Hs^9o;JjbD9@4Ze)Hf1EDV`i3JHYJ-Rqlg@% zjFfB=vNB7uB`XTqGovJXq_RSCzuxru-oN{I-~W9c`lR>!dSBP;dX48WxI7E|kk31+ z`Y%#|jag_bSvuFFOeLa6Z6xdBuOYbq+Je4a_p~Hr?^l<8@M$BY+v4#vg0xH{x1Ihh z-qX92|KhD7ef%*UoBj5mO4ihN(m%EPFasdH%wU6GkwX)IwSV=_4;jjQBBgyJP?YkQ zZ+>-&)w#$f!NiUwOUHRH%9FAFtd(YB#v8`~Rh#NE=1Zbi7(~h#bUr-o@A&j~SncI& z|4%}%o=J2zWoyKKR6NRIXnXH(0I{q2{SzsFPtg2tu}@A+)%8#cjaw1umt#A>VlUMY z*4r1hecAzdiYZ&Eo1R1U8L;YN5-KZ@&PufKHu-YCPT$OF^(**$?8e3wuHNeFe6Mhjkb><8W&ki_^Lk(c zE^y`Qmz~PHd2FlS&3SM_FQbMBkA!S;5Vy=XMeQ%3NIN5TY{H}zLsmPxB zoTTZ^nn*d*%AI7H8&}$FD)rMfvopx*ynoWEy>q-?-Enc0Odgm+Wcilm!vc@-nZonG zVkK0o&FGQoo|)gPt|rXZ|ufm`T$pxeG4Tg zc#Jx+0eAn0!Sl|O21R!(kEZZSS$2QdL9ARF?Ai7J+<_I%anE{h=DPpgkic8c^z5kK zEqX=JssH%YSN-u3dYT4{^~#~@`K{L`f_C9c*(KgW*EXh}MY-&*nvXHJEi!y`WJ-n2-M_R)Nn z_R#Xd*QEP}aWUUJT_!wtVcuprf9gdC_E(~`)r!7`WVra*sQ_ZU;&_PT;lL2QtTKS} z01@g_#Dhs;)74^V>V|S{ucWU)3wvm^T_`9|?poDre^pZV^!xE&J!%D8>>KH-5T=WGs$u33mEJyn3*2V|CV2{-7p1gBrn5ooF;DhK(v3Sj0 z_0hFMR6mI_7CPy}+{4|BBxLu<7q0>QE%fARnr?tGc?W0q&+{eK&bQX{#i2;jjEac0jBeUB?UOl%nfHc* zkg86jPDV7?;b}g5<*3S#4$d{ zSOCL!M|^rYGd59ATaxWGnI5Dv`Tyy&T@coIT>mu3+zF-HAEWbqDv?j|{>12$b)oMa zSHDMI{BAgRV{{h;EpF!$-#j1vgEf*_wtI$`Uhf@YJTQ&h!M89gQ{JGK>Q#bnqjS1J z&{b8#l1NcoM~fvN$~^jC7kYzlvPV=g(yP{`e6fMH;{c2qC4%)W&pV0lWr*SRXhGXNRn&k!lDz)z%U+y+o`U^VYH!s0W9<0gyRX9S@jw~V_oR51F>r-9T<1z+l zx;|KTbx%BIkIS`zs&!q`=zNR4MVi*R%Ixg7Msn0{;1ZVS*I-ulaKj z#dp$keQD#re}2; zuwdV|T=ew}W&j}&%HngMsFSFOi1*xE9&o%_#7|t2ha-M2K%_)%4O^Gw%v!L3MR)q& z^%FwxT%=lxg*W{OZirD^`7RuP4e236&4AWJm7{{D*@D{Fd$^4>?emLQGR3Ww?^BAf zwgQv+dMLYr3T zK28v_OpF_6iZir2`XfTK97s-yl3Os0V^-BG=|E&WJPp2xUZG8_i{;Zf1r&7Ma2>!n zeJSqH>EhApz0oC=Ps4I>PpuN@Q-T8T?v~)$~L#BAgVHY`=4sut^j2lQnJ!?6bP+^m5&iLO;rHZnb7q5oy9__=X~z>mtv|KlC^|c%KGhzKyPE4 zJQ4wPgZMlu7!jXW1FoGSJ-y?sv zxn=0Zs1C-P+Ca7+n(ip}1IBmK2*q(5B#)w85O`Cuvb#M(aYYoTqD1A-bRdJr4d+Ci z(-UPXGS4;<0&};`{N(4`WMBM$3S97$`dnNwTJX-2Meyf4H8xkkuaI#Y3{4V8A^LalAxf`8~#U(wP}1uSujO z2T~iCpRv_BpjG)XrH(u63kg@oL_yB(^*hSAQG_!S#Z`WYi4Q;}K1_2_{pOKyEO_@x zf=v#p|9A1TqnK=jndSMLMCkB;V?$5TGcN<@`}qBanwGm0Uc-avZvP__fMn)AiDylh za!&XJlOe&y^Lo^P!%!45S_GuIxo6K?0Q;NvQZAQ%uUTUB7ya4cJ2%(6AynO}#9p)TW zcQxMx*>U`XGS7nsr;_E_CKllbJt z2bsiK+=5LR7tJ}phegP)%FPt!*47jh*3=a28V{}pq^HaJC*Hg}xB0QyZ{O&Vl~DpJo?jCkAj^4Yo+ zLqWn9Ao3Z%3;q+69--L1z5b?KRJIF}S2GWO`*dIe7b7P0!+aO~yr|_@2X1zYt6HTx zxw(lt6!h{+9$$tiZ1H0aq#2DREtCSAsTTNrl81Dws) z)8St;9XW5`Dhxlb=&kS$@3-_LFTZ4f%M+QQkJ8LoNxk;9DYO(=5e$3gCTTZXS&VtZ zxc27H|AK)^lvyB=L z1ex$olEJI~tA0b&tP{AFW0u^(K!P*TqcxoV`oP>~Oa>^1=8F$N8n6SQQ4Z+5-JoVJ zQVVHl@Tt}%Kn)_qo|-o-BCPPThX=pS?=pA1Wh<3`cs{|0iydBJEeT)PS?5pJ9@q90lj%geMJlPsMhPp%AM_1 zm63kcG~oJa!H_i`U~A_kQxy0A?jaNDtwPS9#m_bKiEI9kBse_&yg zEN=lwlJifhDME&$$bDN1L+}o-W2j#E!cM~+ zw+i#98Hvc+7DTwy)n$d&s0L)`LA94U;O$}yO7oL;2#G5D+#ZWb%unSvvVxauMZ?PAiKDzVny3$NFLXYISXym zQ??(X%}>Cny9nVv;pGMgXy6J>5;iG)r+MrrU{g(L*w#aZq7*U~m?Sw?071%9b+KQN zTm16M*tTj74P%D`BqNw?|<@RHDRgLR7G7?>k6s@h(>ZPWQ zL1%-E+z;jzwxIh{@L>dsOU)M`0cFkwh=v42%Pmvk^=B9_4_!L4hR`vs72r3{?qbL~ zdEpgJhM(7#X>+>eHvVJ#P^!&dFRLT>RN_9_$@LxfRSFlAQ~1}OqR7f74^ zN;b+0E$}odc21=%^^?*zieF1*lw=k?}=LIB|_TtLVDN9ojZxUQ9KIO)U8Voby8=Vr3b*!n4 zlD-ZUtMQ=;5Mw9da9+?>(0w}$S88_=tB7P@pc?xJu}DUdn9Y^3`<$OePBj6z-~2i!P%I$syhyf%}y<$8l)ngPJs;y=y#aIH! zoM%AmMQClVI}vavA2m%Tjqg!%2qNl=-?KEkRhmbgJfKloSQp&TFdZM^`cLKX;-739 z=8&5Y85D(H9A3&KDE=@Cx%vn<)Wr#?{q?(vSt2&7{iUo+ChQmsoc;( z{zxHl{qxyRx4uOQv3fTK5qSW+b9zT+rL2D%)Z<>}bqk+{tK{0Mgb#AA+7Q+_OF)z6 z8nTQ48#;`N{~p%s$skbKr$Jbf|F?Qpl~cjx+K*}SW)IKICXMf>`!42ZifQYS0{QlG zCn28T3nhkG4Lm(;C>v98aCXs6hK3~YfNnP`^;_JoUd=)18OJI(!L8>s2HHnE0+EVEuW=!ADes3-N?RgO>$7@W`jdz z@cQr40c}JdaiKTszH>Z$7Gufw0yR&LlUGzkoAAbIpcILi)U!pmCn2Gz1h&{K_dHU( z6SX@Xv!s-iNumWkCh1@uk*3xAC}Rk#4Xp4l!`AADHxmaH3wuHMSh>E$wTJgBBC?R( zne}}QXvDFK!NhIw67!}uP}L@Y8jKMHkXrCO*GRiP%hG$-;Ba|(r15yVQ`@q?S(UKN z@Y@%S!HXjC)Ql0? zE?Erl-zCHc@6+H3&!N3Vy_pQlfX`2B6g>#I>TJlrqZijd`?YEN4G5cgfQ(@~jAAt} zl!5y9uP^(1U;2P1=1E9$2F?zKTuGE8MG+eSzYN*#y#QOLeh7^T_i+bAg5>{xIh?h1 zfqe<$$p+FXuy4S_kkv&2l>QT-M{`R}0=du0*=58p+p`pfHo%_~C(0XKKwPRce$so- zBER2F{@*t{_?YX7t@nKY6H0ji8@mB>+FAt#A5lHykV6XkDToOs_XJ~j?*R(LKHa|p zp%@YEMKPaLYJJ4T)yC|&!utvpoU8WuVI7Z`)}THwwdHaB`d*U=k}7#^;7*0j;xcg! zhRDae-MTVaU0yC_ZeJFJy9X!eL-gxpLD)L@5ZWr=KDxfMju-G7XNQjuBqv#Tp}OWe zY7{1NuKoH^FxD7&5C;I$4KEUHw@UovNv;ye*b3Qh|C%}FIj@Vz*4lz%Ci##|Rykxp z-XLc3Ab=#Pq8dJ3(h{5S8lv(zzKAR{TQR(CpwyvAN-o{4#ZSg8(jLC}WaPuLZYC== zY~Rty7Bn~;%yICqM)Seb_f6}}>LadP&@FT>K1qpg=bPjcpNyIT%C9IBz{Bg~;j zUvPl~0g4b1ROW8vMEGCGo%4vPyb}pLsi2r0@=Z+$Q>C_>e9C;$*XJnZ!QsX=VBodgqBp3#v_7<| z%8okXH#qI@wlu7eu4j zNBJ7HMjW{DnTZMO#fA5L>2zB74vuah?g~lCC7q(BX`mrLhQd$&G(J+aM*Sghqzbeh z{<{=f5hlILmYa!yo1>XCOCy{NV`I*>5V#h)taRV>vL9hJazX@kWSIUtW(?m3#o1Xn z|0#%8(eRUA`qan0bLTw#L=!f01L?m%dWX={|2+7{YO_4@ib&6WcVp=UB((PC%?#_i zfb9AJL%g`%PoV0;19-HXMy=8|)W`*_TTV}69+OhC{^}SB+Wf9!c?Dmir^`n~dFN~D z>RC^|r@Ar^%i59K^V8ZH2}I>BS_PIRW?srg8hQbQbZ-JF4p+zyby0pyuvzVbSW;%L zt19^u@|VsLC>g_+8CrZIJKfjqm-T;50SK#Sy9AOJq8zfGVg8he#vU@)>5A$HcYDW~99 z4W{L#z&vf5DNewOU|BpF*A{6SOYy!!8wr42d;kAvjwOMUi##c^F$Ny{*JyQ2f8|Sw zIP}jsf>)tc4{pGTjY3mZtG9CNwPAv&h2X}BS-q9 z;b`^y@hUHEUL((xG)d%gaIHebQ?F^TZi!$RI$oJZ#Q}7lQ*PrjpP*=#x7dVqvArpj zEC;foUs+sx>WDtyyBeR( z5kR2aR52nVo_0SuBNWI1S7@!co>}-`n}YWx9R~r^^k2ZV9<}3q1X~^1EaMQAtSxX@ zB&9z%X9qioIu6%IL`oWkpFHz_}{r$wn zG~p+%6(+joYJ*S2ZGy}JcB(2ZV)^Fs(B-R9Bd&D-_?#|!-PIl?;n0J<td_qT6kfWPmRPxinSI_4@1>0{zy13sP!N+`GbRL>L)x&Hie zoDPyz-IqOmg z%Pau&cBlt57#MM^fc8f05L71i@S`73z1s}I37m&ZbppVA>Tm_cCs~~OS-J#FOmO`zLp?{*FRkrZo=CD z`iZ>rY=N)>>f@mF?qrGg5!RE!2wEbOg|`?nrYN;;3_`t@^IGIZ@a#spnZ0z95kVFg zpurpzMr?F4^ImXLLWLAOZFYW!QZ*(O3D_D7>q4&&S-LloXR84LmbM56p@_hTT<0v+9x&_uSaa;pZG--hmEjh!^`m(n z$~3V*N0+^G{m%OMD%Nw1Z6HD9#E(5}`p6Bd(7D)E&2D0u57Pqbuq0e>j%`rpBQdMD=7^~JC2j!j!eFpN zgeX0KeiBq01q)vG4sEbYYs^4kO5l|DrB5yrz~)|fY8sypmcx+|iYqaO&(tnohV(Ml zd3b1Oh>_7Y-`fpESls<&lMl1_i`0zCWr@f*(ok{l9=r?aA-gKIaYAg;1L8NsbfNJlXTA>S_dxux93Q{~@ zRras=Dt(f6?c^8%yen{9d3$!7B=WE__=JuT7Ed~PRjus< z;oY77^lV_)Cj?viZx|t}92QTdKr8eN_;t|Dd;p~SWp7Z$=6+Im`~Er%QB8q_S&>Qs zm*n&HrC~AZ_aMro#wcd#LZZMZVrshwE>kZ>CThH5l_}4tNRK*X;r0efY2kiYzY1(X zj=#UeEjn_#NBHRA1L$_1qvTs_lzt6K8D@^_G#Eg3BeF1v4@|%O_G6Ma zUD0Jf5!w+#)5{$H17H*_P#cMG87iYr;mjQW1?%6Al-wM0-sIzktA&QsHi<}r2C7hJ z$DB>?BaH=QfUpg3E|@aaRP0hclkf}fzjgoy(TpUR8md^Aq{yOzO^a}?A%VfT{Bxe> zlBMP`pns$&BX;KWnzz`U)#jhsM$(vDYHcY8$zwM$+U}6J+=lIWR%pKWepq!aZk9>^ zJYTc_WfMgE-KqJh-eD$bhEBDQ(V%T~lKD$S#&}D%$i6#m=vsxP%PIuAG^SDLHh6r# zJr}?78xjp}v!%nq8R5sm56og8LOr7H=tjo;Ca3(t5bh7=;)t`0Mp&fB_PHp7S>ErEAbzoZ9%c47NTl;WBSjh`MfA z25etjfXnQRdVwVq)cn(sg?M6Ks?D-lU2YsBiy$_5ukI^9SBTJlY^&cH%fPsu0H(v?nV0EW@SCaG9!bC!*s~)wb|;5 z-pHSg!ACnX6oZ9na3iOGUMjk5ljH3${NkzC>|YRzJ$E`Smk}h0agD!aKZB;osvH%A z`8ar^ctGR}d-&Dpg4~Maffn#NF3`(63#!1?2O31%jZ`qgu~H=$6bALBqjy$Hg&gS7 zQSQ_UW|MfqqA(acG+YK12I{9=q&=Jo_ZLVniFX>DZ&)f-IT6u-_4CrX zLW<6p$97gqLAt6PW`Vo_i*qLUjFA650IwMNR&mv6{jUcIl)rVm4VeCG<5f3)fmHeS zP`Qu;E1}NJBohU;z8QpW)L&Fhks{h*q^-S?J`4&f8`F zc;@3HlH9obU%*a8ZdI=NUsgQ4h&5M6Es`&nf+GDb%AZJ=U+p#m)Q?;Qwgb!|1U1jR z8ZM6nM=>Xj-QS7B$x#uLZRgllXe9IygY&y zO*2Oa2YwdE#_qa+CTbnRuk`wPU`Ng60{2L!5@}RdM&kZ-`@l2C4Wxbvg|eNM{cBEiFCW~C zM^Hw5(JFZSnB`Y6;(Gj$L(Y`xv+vIpqlYq6nBGY5I^AwD5Y!HG0kt&MPUB+J9 zE}GZ&SNvF1 z2{{sgIzTqryeHeLKH%5;bANlM?3fs29Z2s1gq3IO_4D)qQ)w8{1yu;D{r>srZt8CG zlLqU51x8h=99(JBNQefsL}9y-Ld{pGDePEkLHmffSH#>`lMAm;>fgtc-TlQejRqC` zZ%ki|EnI+`90xJDCMJEQZwcJx2GUQjO#I8rLh|={Kfn@ZLMJ`{rF0 zsq*19M1&si;?a5g=r`!oAZQxVTg?FgEQ-rFcs~2)>&EOG<0|OusfrExAYPLlzEO8F z_GCLiLWpPylJ))h7AV-$0lDc^>@p>JTns!8 zyMIouU%A_xshWUkFhOt%9l)}-Sik9-wb_+^?%Y;#1h-vh%5j95rs&V02DQN=f2~^+ zfon!DD!pCHu{p_NZ-keN>ELa@P zt;Lxr+mRo+K_NCi1a;I09DNA+Af zs7oSh`ocTgAme3E!e+?+1BOWLaRLSrDyZiBRASWZBTo_S_)Xdl6Ooep70~4L<@Siw%QYuWqRPCz;_j%zKcjXGiU*-U1v@S{-ar+i^YxcktcJAJqnrO@O06)ATp7wC!S**1ZY?4p=-*Q*OA za=ck;QG!4EA>nhd@N`B7PctxJ?eI_APwuZ4H2!drCBrWP@>1R(tUdFj;Pt5Z;;ovl zE)UuH=0Q5;MH{aEAz15pfI}cycmWIJb^2{ zWuC}NqqyW74~p$ph>Fy9OJQCQZtqv5)gSKYTUq1VDi&Oj8f6;MFyG42(3Q9)C$TuA zb64XSZapab7O7k?GF%Ud@!_b{sk3;ZJl8(bC(D7>%#VkHy!tu~ zA`$quXATA{BbkvnSHHJ%-9kR=`m`0C zupxWI`!W?Sl{3eh5P=x7>$MQFBmaIZmgyH52ZlCL;!;4z6qHplKfk@7D{veL45vF` zy8kkDcWeK<&P@?k5?sp>HvvM!2N{nsZ@7sZ{GxhFz=U9W#|&ojNEi>`WAuM96$Gdy zRqyc|=Z7mGi)6TF$Mlk(q^nhsSg#94vp>o-SR7P>VGhCaRF(kNg~?bI;y6u9#`5YZ z3Vm(xPZjWXQ+s}|A>-8hSiWbc0?IC&BdF}Gm3O90>tDTVhd6y>bwQ=A)8G z^uWZ8esermPJY^~>ulaXO#*dRf|sw=`!{pA?)<=S%)XWQ_!m^@PH!(~1(W7{jK?Mg=6cRs1{Keez8Ecz6Qzf8d3#$|jBpuL1E8T4dJW386 zb(3F^&e3}hHT@oMr241kHRgzNaEIo_2e{=lb1(F)GhO&X#K}7w(d8FyTK_w4hn}S3 zTpcI7_HGWt+71Br!Y-|&Vw9D#%aY zpt+&O2QERS%k}$zRrk(x*GkbgfjY*r93t!COhU4LR;b>==^kQiwbP4~yP&?-;lCVT zpg4ECUEn$WdRF2NYh&ZXdl_7t3;pLIR;8KORo|Rr#883(&Bfk03RC3fgsCYl1KAz$ zlgf0Yl+*#V&WitBt^kK;)HKtIkowpkX+*MW9E{Hr@|py^OO`+y-z!1Axopausr>V6 zJ2h)u0lNP!>4*UtDkqZ(Tah1no>>CvJPT%B*0j!$U#op~>TTHtX}td3(_VJad0nw8 zI+zKoqPmo^*Kh?P!Y@LWyFOhsZ{QTGbq-EOVEKVKFHF_Sc`w^oG%@flk`cQ^RUF8c z&j8hgf%&_9{{3Hy^Ga|nq$#Y8CS4GYSS0MUzrQDA z6pjY^7j|nu#R=zH+Ru*Y8YKiyZq@Jm>sk5!{0zE_p!s{f(SBQx0|dyWAba#DRT!ox zOSzX3Q+j9HLo4I4m85ACRltwnp!EE`cEuHhye?0K0bX4=gI=SS!w*C%!Rfl@japEA z(N$fI7JL>_!qP5-%2pHaI?hZ_1GQItuy8ydo^Y;xyHEKP$?tG7r@HWqd`ADAN9f>v z_eR!|Cs|y=Vgotb7jpvFq7>$mmVZvIqx=unpSq@ruU%i+ zgMQ|PA)x*BxTV7Q60x(W-W-K0bB)UcG&RX~5E9%qAQb|TEd^aCvkIfnJ5aS{Ix<1K zKo}9iF4P&lpDX@h)ky;*2@!MEDj`S{UVO6O*FYs_Wlm-8p;zLzIj+OK3Rc}G=R5)~pK3|zNlFYd@ai$OMFG=HGT4SM8rM=hYIzn%&&c z^1IfLGmkFzYIHfcuQH_3nopHeO1XeJ?mPn+S>Yq}p|1OD=k|H_b~c3OhnI8^bI}e^ zkEb5ha9Rafw^?7s7ePntckb&GJ_VuWOcY`5wAIwuIfI|7P=*xmd(}SDzY*dw0V{F# z{tlpDuC>J+KXv!-odeR-UzndBl)J9mBF7tho`eLX$aIez@d z-Fxzm0=`VlVGC+PlPi>T5p4aY={m%W%&Ag}*~*FPCo90Wz&Wz)ec;pEp~{g{Oe#3K zJYswS?T;E>o6bvv6y%I_u)lf(MHpHdvZ=52eoU~$>ZTm&CA)m=Ak;*Aqb!fsF7Nhz z-(Kz%%d5h*4eUfq`+c@)J^W);R1VCmmsP)jN9HHEh{(oc@8T`Pzd(}YVv#X6bE$qO z9xy8~IXT~Ds8>_M^m3J9>Pd5~uQlYr50Hf5>D=iU0(v=h5PY^`VP`BZc=yc*t zXs-MM7#ZWh@H!=Hd1G-NPBBX;&;1$TtbalM_5qoeAtivr0LC6VL1wl9prU*y@Lkhw zYqb1xZ4C+etiqV!#ZG67I#J2?roh;K9`T-Jnl|kBnG5^5)HvO%h#QtDgsDuPrA@vk z6SV@z+B2Vs$SXEHJu-zdCO)X{Z9{SSKgz;-Uzd{h$zQDZxA?mpZW;Z(yy37;X%I$f z$OPX3zP&AghBFgK>cRSE2E@j5 zIFN=SKC|lLx}xt8E-dT$4ygJgME`8quZ&f8dlfEl0RPwhqVddwmrBtHYHmg{y!gdU z|D+P1&Y}if-SS3;O@yXkMZEg^WUQ`WJ@&q8@?}(VG5~w#%`FzAlk1~;Z{(i1NrJxJ z+!;dgrW*a~(0V*ZEyIvrD2*+4R%f}KBua#}p~8vM*w9e>eHQ z-bVyP5dB{S9Jafe?~O=AM-cab*l6aCpi++^)iw>=9l6fJjK@IdNYcfc_wXNuye1k1 zRw3p{+|QulJgsWZN$K$>+G2N4-^4 z8&(xllr!_x`yUBFQmnE>LYbU3qjA0MSYQ?Q%-bgYgBfX90xo|q{oy+a+p;$cA_}O0 zxnpiTJfdOUT@32+J3x)AUdnu1ww}GoOL6^^aPH=g62Kj7t+ptlDZaj zvkPKPEaDih8Ce2JzEOw@5hWsY;*b)Wajhpq(Rk;meZ+%|m2Y`--j6Jn)-kf(+ULR9 zXNBpM4p**`RL;IG)>@FD{-~ox{idn37v%^MUL48gpUqC>8gfdywh-KeC+s9g1^6kB zY0^or+EF+E6RQGqc4f;=yyM!fomo21bBX6}z9U*NJNog^V;ta5tA9?e=#dX-T~yf4 zMyi^jvAq*%w=xlt`8Ib;bs?!yeD3YbRqoFK0jGjkB?y%_B4Yr=%Z}ls4OBm3VaC)R zd6{;I04?Ic18;`R z@8&MsfS+8wR?yk7`J9LZz^i^>B<4`e&_@L{p;pe3-HjHSQQw_L;7oO^f26m=K$!Z% zqjDZ`_+ zKb1F~6BiMAv(9$rwyZWgKE7LX%auw*d@Rl%WUb#jv4U~zJfS8qI?AE3cDz7w>TUSK z$*R=*4wQHMzWLZqArtSjLe1B+x>pl!RrNb>VB$6^%bwLsN)KG>mQnjB(>f3s_~mc6 zBdwUtK!XOkBMrYj*PMzmVD==X26))7iTrE+IB7Rr9BcJ86l&F6^Ab5@ z<|#II>UI@Nh0bA(_bKx+0|YozYS%_uWpWu4h@)jSPIMkM`w;a6~c_ z9=Z@8L7yd&`JzG+)ULpEtj?C&bbv&;;d8U2Sv^zm_|Eyu)c0gv|8;DB(qKyGrUQ5s z{;q=yhG;LDw(N7>ApCn)!ArK*K3C75?%5yS@7ni4B?$2WrpZc|da<$kMHlHY6+Dg+ zx@KWtIs(`NLWqCv2GR(g(0x&YJ1^5U{$hgsY*Puq0Xa%8tg%`Td z@Qk~iKQ+%LiYfF2xDW)HrO%iPc0ZM?qyIY*zR`4#gWYv--lPmE`7hPS$#J6x5z_< zy{`K9sL}b;R3StGA-@kzCa}6@r~pUW0olH?p`r5+EZI(&YC!49dvJpPx04Ka!u zdQ=B3Tdb}hDqz9Hl}saE*U!pE(Tk)?)m2*OY-9uWT?(vl!Nl#~6a9@F3qL9AF- zQwB1WL7xma&N9i1DRd6*9>0j2RC1!xznbTqnBteawa4=At0+kvMAAT^CK#g@;$&Of*a4toY2q;j(76S$}F+3Q~>#goFPZn^CE_Js^ljm83v zr!N#B?xoU$$}YQDwqC_haYxITKn{KVeT!n<&?+=a117i`-j;nj@5b%T{CQYqL_F_( z80_AzGnPBY=V^%0xgY%hB^RD5a9G&nuf><%*5itL^FL3%ImHGqq+)>mGR}uy7y%!`APbUbb#x((&T_+(P(5ywVK0Em9+B3XLI$PN5Fo(LFLdu&|e*4qwazF zmVf|E&CA|^Oh#Iny@w?kLtoIXhh8q(bR}7=^Jkkd7oE@Ct(VuzuJErD?)%>4IeRvn zs{j1Bs|x{Mo>D2OD!l)045rFrI`O7}Ro9F!ZGaVTn~z56;I`jL=cb1WqaqRYrVQp- zOqpqB`QVC6ua0eoo<18JTNX#^XRI{_&l^rg&w?UUW~8)>_->y_c`6sI!~=1&RmX>f{k1{dt>&nlQ76@y-G6CI-U6}B@J`hIH~gSgy@;z zos^Dj_kc{J8qCNSxjoStGJ>l4i;3yUI_{{Qk7;7IJ@o>A>M&hm`BJs39vaww8WuEc zw-A~iv`q7o+FDW8S*q62C93zT4=w^-pkCsWg@V}Y>~@ZK7(Y%w-SOG}`{5mNc)5!Q z2Z}V6hN8nTAAgV;^WG15{fevp=^MQ#T%XfK2 zt}>4QhM%;9ZM?pBTx>#9VY>c;;ANhfV$?h0nV*_UD;|9%PPUE=tkgELBxx;bVyK*V zM5C<(^F&T;D8eDBgAA581qRjAHDc%f6bvi-rZg)Px4AO6*3L{TllR|ccMX~)^x~|T zmMEKZo_fzE;%7=xn5E@)k+V+m;Io0zy+)h{Fs_8&l;9rXCZf*(scRS2-$xrWu3ZRM0 zt&bumJcm<^xLL?j3mQUk?foNe#>3R56<$&4BNLYt+`QIx1 z_Xwaw6CXjktYzX)cuA{AYg9AbkA!wPfQHXdv&wsAVkkOYrlF$3bg3KK&m_Z{*Vonb zV%*O#wVdrAKVQvFcui3QnDV&TX@!o<(0o)HO4k)dHvZO8N;uq^c!YNQYJ@^9To8kU!_M)Q+*wJkq{IZ z-A^?jtoce&Uvv?LZ?n!3=O%0k>A?m^w)6;$-Ch0DcWh+#NgCrZE(ti4OdNKHeO_@0 zBtbVa8UN2UKiK{8bUk@Q2r#aY2P6ce`g{e<8L89TXE4<5`D_ENns*E}#xgdq<)=N> zZxkz4v`GJ+7R04O+-7wWLlLvuT-1qm5JW$T{7dQVly}k4mkEdgW`iFQmNu>(E-Uq9 z<>Y@b&O>$CsXcI@n;L0mEnX zeRcBBu@yr}z+}=~R$|g@c&jozFSN5Ix`Zn9P$k+F)GWY|;vro=SWav&WInv3{>=Y$ z!VgcJHrY!#B zXt1H7%CCQvo>Do`|6cK4|Ce6#h@;15EY6GdgF-<3Z-l?>aao(S|5RrCsh* z>IFWpFPWo*?pS%bEV<4ffU&=w3Jo}R1W$|BoRJrcKlN;*`i8rX0Kvq4M@9E&{i7#r zO}(>GQk9TaED-h?!jQJ@$w!2Ii6aIS%!iErb7_K_O%%fhw#+Om%x8F!aRD$56LdK3*@=XR6FPfcET4f#Q_+Wycz!;V{4eB6XY z>f+sW2Mx2hApP$EYwBr<_;j#%*i6zH#PKYnhg}Oi^}g&aAJBs+1plQ&E$H>eHUyIF zwD+7-yXdb;;Rsb+SK~TCzsavLV;A#4N(`L|d0U4Sf%}f}jkVhWJax9736gJnC&?m6 zsnrDtUTSIVa%UA)X0k0BXofo~Hn^ag)pW#I?8bbBerDU~S8i$8T|_ToqfeqNxe25A zvb%3|#?I1HA2U*FWemGoS{NvywP=b)I>kO6~<3ol%WYR2uqSc=V z#3=eQxkcEEQrJnxwuY|z3NF*@s7UIy!3IV0WDH6%%dJ{RjYvMu6EKR=Zu_U?kS~~z z07(bGU-Ljdc7a-;I+2lbCys^&=R!@RUW3QIL*EfQZqdi_JJjY9-BWN&?97F~hkb+- z_^E_hu10F3sDPj^B2HCG(~)C)C{>$3oKye_R@XKqOk?Cg1&8~e)2e|Ifo z@94_KrQ6%mqV+t|{O{!kLUDJ{C<{$rax2Xw>(gIX+JE0U-%b7D#N>wmM~j4_F|+Ke z*E3)>NR9zmvm|rxcE`FMi}ag(YvQnN+9}OY>u z4j-?#lB@6L@u)sIktgPQS4}{+98hfz zNhah7ULSGrbwQ_I@5>;5NFl}XJQZh1)#=MWIIuopCRSd9eWdTHTX-h>PBl?lnux4B zrw8$O>`U&uTur)J6lg&nYCfr;n=0oX2Mx{bS|q1CP=J4y<(F$qwZjAI)2MTScPI&z zNvfW5Rg{%oMg{+|7d!`K?*3+BjG+p4o+UiOB0XhzQI0Y5vXx4HKI|f?7q;BUF8UXP z(`Hy|IlOOtNS$G59B+nLbT98x{U*_y2-2ztRLbeniXr6;ee=uQm;({z>FZ^0~t(h)Gpg_c31WbO{+#7Kyib?tN}* zmB|8*qYO+A7HP`L)!dIk|D6|ey#OyJ~%P85vKry_2FIhVSA)2NM#M-?`7_ih401E2e;T-1DTo2MU zbVL)p#(07zc>~tJ^`=@VPg$*rLUYP33_8j*Bg-$G>`g$I4?kym@`w;%`0IiW;p)_g zF)}VGFOC}(My@}tovUwzvUx{@AuCwqCMLr*tP~d>=`11y*tBo{lEtkI)@%_k2wHt; z%{_mT-A&`@dJ~)7)^zH?z|;5`nr~s24Sjf=AWUYSKjjYgXu;ex0k@1)oKM?M8CuHf23Ty&-4+B2;1 zhjChs@sMUx3K?OY)WVY^?x+BzK+Vsexs8IpcD;WyK=Wfq!R*U7FF(3EtQV)fk_lgi z08OeM8EM+lUC+dXw&vFl!m6J~Kp7+ zeS&9FY)&aQtn8*n(krb8X%`XjC3B$M?8CQT&#gLp4=FL)v8r6oaJK9)STps1JaU&! zi*)Ud-!mmsOck&pmOjurx0WP2A$_R?#^{fP2MKinLiN~4mdHGVenXjdn_2q(`OEsy zO}L&oYle^}eFe1exEM@GxLx1}tOjSRu>r|D0nw5<_UY@)`Lx;=$425MQEu05Oz(;< zQ62YH>`M)=qsHJG#3BfGXO2+kUy;OTG@*2IwxAAI&8HmaORQh@+^uc9o!zU&&G-#k zUqSH~4nrg>l3WCzx|*b&F)-$Omio!^8J9w0JeEnq>8Jor!B>jbuqU`PN`#aFQ=7zl z_V~cDX9e=Bn)*C4pNPVnn$yI{gdU!0)oECf;}~Z1xzQc^7k=+uRDd4&@3F=1|HamO z$79*|f517NIPH~@QMQngtdy0J9kMqeWRHw8PRdA%vLz#xy;nwvL}ZULqOy0g=kq!0 zzVGMtynauAT(7#Wt~$@-_NDHbRE%|*$O zqMJ7|82X5vBC=JLk36hH@G0C5UK%BGXhbUr3N^_jox(~Wu5g6i>-* zCrfg_m7Q2B;8cxu<~I_)i+Iq6lxK1M&5i#fVWv>6`?o}^WvA3WY`&ww(%w?3B+y%d zIgQDVl)cP`OBUQe?Ki8Vff{;bZrQ`rJ}L5@K7W?TvY>*}?cj+~5c|kVbQ6nnx1BUa zJG&OI1}ezFh*yP$f`c?fikybfUh)CZ=sj-|Q}L+r&B=)Suc$>nOME~>-4OlPVDKpt z*I2YT;iKiDQ>>`u;YnDVKFqvGjiGAD0M?ux-~3rrB`bxlO%tn@^I=O)2bb2DdAz;s z5T;Y?yc*l1ANEHn*H6=Xoz=VYiXJ>5BhqAZ&*Q^P$`VJZx#MS> z7#azIhZ?wm|MF~T#}8#o52&kxAMN*E%l|F9+DV{ePj(lj<_|r^7AkD1EgFvwxqAN2 zG%DIs7AtE^h^9H?#+p1#(^UVHZHm(}zfJK$x-VIumZ|yM$qIm{GZ(J)Z`x(iWl#L> z68rcTbcn}}=dd_N(&i)#ut&r)UI0y|T@wF!yiOgMj{`q^!qXZCvNuvi&($G;73a3*|8 z`bGLK;gI0O_TbRl?Bk)77b(~887i4lQ2W-3!U|-(tg27pqR?;vy&VPC__dN78;f3u zTomf2j(pQzL)pv3?$m^oy^EA^A5#%FN%#W#uv^0EK=1Uxpq3zPc@tkenb;X+dVf;SgU^w6EykF6^)U*E8sobXzh~kY;!`3= z7&p3uM?>?KBNU_8(27_2Wcs6{&~x~VmySa8{vJK}2P*VbOwKbuh?&BTXkomJ!4~oG zkIBYF>S9lWE%MN0T1EoE?Q4pg$E%8$)8S-cveuJlk-(WdF17V99~?TzP><^f1D{B) z-iEpZ#>pXC3N8k=wogh;es69^5qZfr+T-mh?KM2k^j1^63bD&cK-23J*jTPeKmLn} zaE8NQwi0A_?ghO4se+tjQ&b>%7i_tUTubXcP=UErHIEBkT$IXA42~qollw0F%bKI% z&a-4iwG3s;-hMW3Z|^>`Yp#&MN&%qLfpLrWHsB&1C@13wkZ(LEZ;91jTD*OO&QH`p zYgMu-I!u!Ri~XOu_c}6+OQ#eClPp=ACS&C**k|Mo8XAC_OS+5hB1gSMAHsJQvivRE zlos6a!%`)_Des}I2%H*)mRNHZXaND>7*mbUyqg%q`PLZWQ=~kwE(o-Tm7C z&r-D&apmp`UXa#9t4itaN~vcPp`WYpW1sDnnwZ?Y;>v}O%|NRvUYz1D%s8E!D2n1z z5-bUzm~Nu~tu?HF;SZ^N)4Omd)(|=R#}!zhF2V$%U`gmISd+>*#{7|ezSDw3p~a~L zAIAED+Q`3GD+ssw_r~j;O-fmt80mE3S3~Hl=lmnhn}o5!ib(4CF=%w2;ylOHR#k#Z z$O{%$*FBf=GFI54!y(3iKYEk%Q>N*D(Xqj#04mJx>p`NjZde7QZ;W&+!9?p;Py4^< z#R`894Jz9Y>RVx`Z*R&h=#V$mKTPo7xzsF-iF;(-l-g|@ob9+s$iXvGF!`fYB_v`{ zkclfv89px6f*5mowAf*kjisQ2x zy@@C_0_fhz3_qyv=v*8#S|&tnWntZG=%6ldsvV!Cn=66Pbyez`D=FC07;QTeFg z+ysu8Y)CKEta>P7M$`|Cgy1cToUmVpc|(oITY_qqmWi)oS%znGmo5l!O>I#W`l<53M1mDZ5G!|?KvU=;Bp%;}t#~vJSuRz7 zEpM{HIP%mr45wjX{v3Ah0^+bk4xI+cvZp~)yiYRv&Vas@j?hm4u+hw-$}!ZpGpR;ubOsEoSt|(Y%WlC%%8~X|LU=x>u!z=21cqb6<|VwpE$e;U7k z6O+Qls$tvq_)J#Mxjjx*&^w3(d!1)0Blj zqL+v?S@;QZvsE#xo{raK2|2VaORPTHxFj%!-XWRi$-9aiouGMR1W|lTT{^~ru z;D^yFtFP|utm4fk-aC^z{qEMi4Gg?+|WI;+QTySkWHW~FlU1x!L^mtC(=f?c4=P?_s(yjxS&_sk1jVIdX zMAtiv713bE5IhcGW?_)+m@Fb7V>&-#>KW}d-`ia6GET##`QkjtDfzi10l`QIR7)6k zO7vEOKua%Sp1l#_2mtn!y_DVlgjd9<%q9}S(D#F4uX0=WHEvBTPS)53UnyqK$Ht}^ zx*%Yp5gz{KB_0a5{3z7>Uxb5bftx^p&f8bwUqVv{<$HP%h+6@TTI$>BSL@2*<~p zUyVpn4gqSNYtdplmU_3mFDg-CPBTBbPCqO?e+d3X?1+MxEl}s>Qqg&URGw3jmzU3| zb=U82*aH__5BYh;T|m<_&&BAi8~{-#4uG7w_UaAeBWlO0YB9%+d$WuP>m(}79}H+; z10E_qC1!Ek<-l5@I`^)hBbNcMwI01YHblilw|G!utTz(0M+Pq@{Zsuoh7Y-WDGML{ zfht0tka?JPR4(H*e7yp4OdQgF?RDA5YN8xu6qv;vYp;qH4-NQ5ko3PRO4jp3t5eX| zgN`HupU%3_B6|4V{Jd*PGybp)IQ=9bk}O$$ILinF`;4fguF+AOw%>nAI<><&Br?0r z-5~H5eb>k}# zk@b7t+%tc@?Q8WBPqj;}B6yx_Vu@#Y8Ne-^*Z&UEDE=qDm5mfgaaSZb2cUYSx-J}@ zN9`6CqK7LXkypz|UlN8^UGePSFk2t%G7)SasCXcAa*T(@A5NA1{Eri)Bn$aLiZsgqC88xn8(!XSCVG6B!3aN1~1e} zp{uL>8w(wRJCaV}uw(2s?IzS_=*VtHyOApCMh1gjQ9M(Ze#d56*zd7UhuaRRo<_kr zFZ@t0ld+C#oN9_fUjfrP4Rpzb&A)8(r`mbb^(BEDv;u(CY^A7!V=z79kW_5O9%dJ7=Um5q`Ugn^7 zBO;Md*C-P&Z7@X{-ILEBw5llkbzredlognQNn#P&1^$;UJn-{Pd33)K$4vw$7}-{6 z9S(%!>Dk`@$RA|QO^Y1=CkqzYYyO89Tm17~!oW$MUjDRT&|Z}K3yF)|B3fgCe^MuP z|KCIBYVQ7sxU5QCb8<0f;&J^0o+`z{;x3AXuU9;9$1356;&(pgzk6I+J4lP|kMomr zaFEJj3a#$OIdz|+C_n#sLISNlq;hGrgt~2{O}wl=xt7|@;!tI80{31c-am+1j^U?!h=c$rJSpDl zN|&*Cztga$clGYqV-P{*GlCn*dsb$JxrAG@E_~o(qXb->cF`>khl>7EUu%flp-DIc zQh&o+t2|u$tELMyD0BGaC1UCv@VQ+a5m7*;zd|7Nir_-{lhp3jc<9B8psR@P{II_> z_KC+s0so@F)mpKX;6FPdkM#5^jK2tbFY3MnTQCoKa}WXq@tI!76pBtmgmwktTySIu zxm$?+>V;blZxKTz^%Ri~Dkk8Ok2AalNr;g$lt{Cb%kEU?E5oDMzQh}xWcS?S$43b7 zh&ozjV%sjZ!VQ!NK)BQxGhW}mm`tid9mn2F9wRJBbtvtoF3S< z4aZMPYZ7!5MSW!%aNocHKX0O1Cb!9j8jb%Sk<72p=O8$+fs{d`&G&l0VZ3$l#b!-$ z`~f;nF*JPo%5OE(6b3HL&m3Q#d%+I!966D$FAhi>rVZ|838Xyw0cHXTzHK8av!32QYj;QXHbW1Kx@AqyY{PYlM@buNW3>J8}PpN%QT*A)31t|3m zF_1k$ge>IZL56J5+7I{&)4q!*+h_Z9!&gE9CRZemL2ZA*-Du25YBi6P4nvj0x0 zIKziC)wv zgLLq)M(V8u+b9cL7&NEDmoB!@Tl$0O;32rq$=cCkCHW+PxL+`-D#$nntr{MN*HcZn zV zCAE0wyI-3V)AW0{F1i0y&@O#!f+&kk=e&ACG-&W59%^fq#P=|Q@!qD5uaRBxG^g-< zV~{&iHUv(S{~Pv(!4n*;c^1hLC(8pPGjK zHAB~!u~@34W9O%&%_UYi^piMm&*DE}J~g|410IPzNlda+j* zDLxS0ff?YM2;?;)ykaA4k@v8q(NF4Hm5LE8aU~>9^B7=vrbi6bnJ81PM#IW z|4IB_{S1dCu)`s&4u5p!MB)q7zy|rmqyfc=)5e=RyFdu-@-C$71vXOZ1&CX<<3rV5 zD-?Th%mvf`M7=qSB-Da)3l9&Pu((lOSAm-}J$Um5|Nh>&<8=bH63awTC2j|0fIEte z=i@)ivg6K6?7QCHJwBBCYqpn5xe-N#DXLqQyu;KWG}0MFLp=QywETMflt2c*#s2%z zmH%P^$P3-mw24FZm68`h-aWEBi001xuHylmiwp2SJS_l;NX0i-;ZzHIOt+8sh&n%f zq%^n+_QBcHx_Xuy;O#V6-VHizHo!r|x-HDSAI)F-u-yZa?fjW?m5**(Hcd7<#@>FR zgU;g=&|+Mk*RK_Kam+z9PuMu;%6ClpUVz-gvYa(qD!@+26fUcu!=b7AW!k7dp(Bbv8^))B1g{wOYXnB2o?ZU;6&k|W+`NCET0IL*%6{b3;bT} zDJeENpHm!6&YABAczS&+UcuJd)zb<#r}%E_U%K0>WEmO??ANvr#BFc5`m~ORF4QfT zMbT(C70=twBg(44Y$`4Q#!KLknT!t+3D`EOf&gHSucEdV7HiJ1#Oakghny z28e^KBbw~)SHb2c{z7uuD4WoEV!HTS98;Boo&JM`^sxipXgGQbr(y;EqD37AIR4MFIIuvMtL854%T{aZ`+08WEb* z2B^u_Zs#ZVK`EC$|8RpV)yY~B-xpzvfbzQHmT0tmpkvr&&)Ie;O*^yvN7ILw5ODmP zL*N4wwX%;|0=?#?r@PX#-axyqq*yhnSecAROqM6KBVLg)sdUe=u$IX&|>-BYbHo>oPaQt03> z=T1bjnRV4EzT!zPP+A3OAAu0T91+;awoS(nJV1Ra1vp_zRxYrC3~UhcV&Rk-i*e#h9)2?2!dQux&sl; z9A4n~Q9dhgKWOGKdx$NJYP*M(=g?34G#;dJiLty{qWD- z$qn?0f*<1GTmpI@iA1*8fU8O+5mrt|Dtw|6Fd!MjXDtsU2y2+V+^w`yB-lbF3^)Q9 zHJVOgo9q4lOoItYr&Yh&9w9YXYuFbaq4Pd0(GnSSy$nxeWF7^lPNev=TD+L@{;^Ua zCz$L_QaAlp)bKyV-!W7v)k`fxcAN%hf zQR%*jvG}=a@u@$D2z;QQ64x|9v)^B2R);b{ScQDGp(cpVJ|FK?yC5=hh0=j%hn*&2 zUa|yatv3?c+&e&s)!5B_O)TLNt!{mc1)|Hd@U8szw`0;V$i{{q6;UCwxqmLT;%QU7 zd0K-E15<^L{=ymo*!`a&F$E!xOe~h{LyHba&ZWu7KUQsfRT{H6IHyo&k-Q<&uiCVd z#RON<^&paDivBTsC6y99DC{4PZOF6nm%1g`#bN?cxDE8f6elj6GPX@fQNF+Z&P?R- z`#=4oXT*YFERmHs6gUI*H*Ldwx8PmFW2i#S5yAZfWkq77)1~<_1w$DA+D!xZkm0@v z6nxp-x!(WPNj*aVYc&G(9>zWl9z%16t{)JSh;%GkCmNlj-n{J1p}*?~WT!%V>OIAg zuK_y~1~$hqIS>T14PGh^do$--bTp30r0U&?L1Vr>YoqCZ2+IC!{r1GXHd;ZWiX$WA z?>wX0c1#50?>}kEpz^OMd?1_ad1>1;KIXNvC{oFAIk){~kzm`Ap)3g}vm6U8N=^a) zs>sI>>6>Y6LhW&N$xaW@raRiCN3TmW*ZIpZ;n{qcR!v|}+D527oUgoRx2AvQmNBDJ zhP**6DL&0>c)yRpasU2s?sNio_y*@2;cbi zC9TXRP{QC%57AK_A+ZUi{#ev9GAUtJ#|4?w%P({QTmfB!d(OKjE%VP@$++v+i4znmxh#K`= zTe-}D2-W1l_nm1(z+P{}i*k>W^5^R0S;JRW_PQi>_NVcq+hQzU#By$4f}z{yX_p1| z|B`<_%p`8gg66_omXwEP+DDUMff-WT2-LN{bP&*et!N#CcuR;BUK0hIL&tu*3#mXE z90t(CE)mJ`AX|T?+Vp_)$eW;8nBD&!rpLgMet^Dy38NbeV=LYd-Sb))65&PPH)a>1 zTB2dk#%;mWL=r1^>b`$YaVD4;NG@ z*l1pZ-ADxL3c1A8DWeigxz*cHpcFVk&j6>bv`sg4mMZnGOMo4AZ{` z?qygrUG+@YImCE*_$l%veIVB2iAjDuW$X$Z?NS9^xC9y9-wJciXIy`J_T5v+a_lJ^ z%>uk(eQ}iC(m?d{%V}49NDOUnRV%r9F6S|H)SscXqi74r90TDTKuxm}#yz5c7;}k3 zH)ZI5jVaRE=RAOFNp-%D7B$39F`bb@9K5*4?##|Aq?~#^`9>vNj2v2rw#d}r5$Vtd zMc)mKLQDB8+YcCeHgG<0+)!7cz|+DwwGHM@rn;a^POTFP5x`pX_Ra`s26 z?u)5^{EZGkBxe!~7uil7Rhx~Y@e!d~M4Uno3KLdd|B@&rrliZBZwf&9O7YF*9qJV6 zDa5xvX9uE+$q&#`Pq)|}^g7G1BJ12P*sW%Dq&{%k6x!JY`{sOP)P+nfIuk&pX5yz8 zgjht>&FXdbS5O`3Ec*@5FA@m zfLI|lw;@BGo-ks-g`d_PM|~qh_q@bCkE@29-@oXA*~nk@`_qULA=_;`FW%R!QH4E) z-I;0HS7X)3)`Uz6tR`s*9VK&VaOBbW$aEu~mc?Eh2OE|%2?Zn4UJi5aLH);uM9VE# zaaP&DNrqMPmfpGW+>tnR6-G|*!&7ATj50nzx^0_3U&MVxZwxTl8wOm_2r(B}V%+Se zQnD#QM3Rv@8_C>J`!^Z?%d6gBt{BjK4gvGhh~`7IWBMBlUy#9gltnRp-An?6p$nAp z0u__s%b}>cAZGcwyj;FzVdqhig~`UC*fbEF%hvOO z6e=8e=-bF+;+a=m-1B=tY;@SDq6d~WqoQWla^(bIQk8F3iG)Gwp6|Ya2Rz$4-%O|- zQZAxGMf{$>LvC(61;n^B9%45&XmA?C`O+?s8|HfW6+CyB?wTLd2jG6`6O}m%WnB1O z4(rx;=d@H!Wks^>NAM1+?EU&vtubMT^%Q^kX5We)^psuhDT?vIOhWj{>C53 zs-LCvvdDzUiSAdgbUc0Z8!@eaWcT9&?>@39Kwbs5)PaLoqdN1$a~Pxd;Kg3txT0;b z{4t=$RRIUX2*RJQUu-T;6jaof;)kn{S~RHdK?4nVpb3!kEcC#4^i3l3}a!|hhC zB`8HKB4w4}7wtK}lJD|jcBO0zT5V&LhOy z6&znFiGQBo{&@fNQU1|rIuX_3qc=PV?Uyr0E3+9E2d;{Yy=qH{xed&yuQv*Kq{CWn zOc*qZwHD|qs7ZgzfFVoB#UW{pI~i;c7k6b5sSyy}E_E8vrSex!$|3o&F7ph+yM66Qc}RH_2OO&{n`Y$lF+v_)H!Nib3%QgxTsW_W!c7VNBdW(`M1K z0j~1h`nnN-_!ey8$n&S@-J}J1)Q$juB*r4*1k~n=lMJ;o@YQ~gi1V;{wP ze-@*t^;`$`m8z%xm#d`31)Oi%N)vKV`DjJeWYm&v{|Ps42`sFYwyGdPa`vgS8mtsA zo8X~xgQ2!#QRwWf-Q~?*`4%5TIW;JanqE0P2~MXUE^0p;srXzBd0w;HvxwpV3p-ks zh(w>CdT+Y;3~RFpYYZ7mj;!Evg=Tp1s~52PIPZ`$G6LE_oH7UBdWcBsphdO?nTbn1 zUmqBOV7nDrXU@C8d$<4vGoqJ!kja!W(kA}c7+J*IqFza&vsnMPtyxxmTUF*xuUg{N%ZBwa?yo$FeJhx-?8JR#-zILVC_ zdjUftGQQLrNj(FCWHet4@)l5tL8AHvJdLLr4wM_6u>Q9BT4I%)6!hY`f+YpF*?v)6 z@T7@lEji15_t$ZJcb>LqfF_gJ1KBz41lDe1rK2-ER3yJC?KqwUE3u>k%E77Xn;qg> zY;X|%U(=Fu#VA^%g$s__pqU%u@83q^ANH_@MN0ZM*Xy3?4VlW9-;lbs`N&m{^TOYa zmtH@P^S`;&7}TydV<%nG4d@W*3?7`b{R*2@vtSuhh}Q=M$nOt-Tr7t#^+r9J4SEN6 z9IVSkt&yJ%;)R!6TwLwZ`Q~E!@^r`ZnP+MOJV^(z{ty7|N#ogJ|3PX1K8kAZM}-8Z zmjpK+X=^`jn6Ud7uTIr3b&1~c>Gs3-6Xq$??R>zI-Nf|hhaWt}{5WPp--qY6-q#mh{FWuKbHkipdSjCbS+T@gW>aInqVY-SEfq~W z1rd}632bY2*l#~5yLm%OuNxGtQslsh>C$E-v&8)O@b=V5?~7rHa&Y&~l;jZo4ID5J zw1jzJ2^!^2iP@h@7z$m|xxY!Jq&E7B0r}Jf9ssAfZ)8!9h}6R@dIl6ipFy=GkEn>3 zji%}t&8CR z@9aNB4Xk5$_|cy2c)%m%0k*Uz}TPP@yu@^dic z8@rJ5#PZNyUIr>*48x9f05VOs1(_pWYy8t3qxGl8Lu(Rlia=YK^ zpJjclbmEb6Ti7k^A2rV&X~)CZ8)R8{(4RGuGyZ)3jN{NNezTp&obe#E?%zppO}p12 zvUrCznnpZ)U?#+#KfK++$sQP8Nk~9ET!~^vCI=~cwwKGw0=TPY!XtsIG#2b8uviSC9 z^)XaVb(~>t2{7_%FR^MVIM)c%WPOH+!+u0O9~J|5_POHvEKepSz{JUF{`pjc&8Xp% z64~4B#_Emfmmi3K`V{C;t@AE%wO7w3R4#$qRFK|8?YhCmPxlN_z##em_|Py6zw^Ak zw{~*uy70C1mIi=bGv4e*GuMv?|>!^M6+m4?8YE*vR zm3fDkjptdMWM+q!NNzjjTbv=4OizU~c?XG^9I8BvS~}AY@Neqa*C;TI3txYsJfe7> zS9R`WpWo-)J;QrzmD}dQO-LEEdK((+FR9`_Gi#wRjnRVT zX=cRx1)V%tbvu3Q0r@q>Uu`q6^r!VGD6-DTXV&V%!_d3gW?y6JOD%uzYnV)=b#BmM zF4Nnx#*{oc&G*XW8L6YRlwdhKK@sB~UYw)jK+vXU9INpLB_>EwEKnX5^O0caYpfZB zha(jl>m0-P-ajjKcx6RL2q&S>rWZV*WKZENq0l4+Chi=lKsx2=S?_fXr=v-iz=+k& zL(ZQw!;I~LWc2m$XL*3aT)6s41SLBXvw{jX>zre$Ec&sD&8_$i!8 zhQ2B&+tl>uW>W8|XGh1M^Gpa!J)e=ov)gskIYWiQu*8tU7c8?%IKz(GMpM1>V;&DN zIhQqdvm~%$g7FhJWeck{5GHC`8XuC5i@%>y59JOkb)M_7{k-hC2cQ-!Tjesri)a>t zDm(XTYic3J4eSR#11k6DOUC<6AZGlSU^O>z9uO7K?O}wB+ z+&^uCV%}${;i8?{5dV#wPj@opLzx5l&?JXquNIhZ2#ecRzI6(Z`3~ZQcOnCC{331c z>drX!3%WhT)oJ45H+vw0oMXd^C&6lP5^HSO`g^0Bb_|?9ukt2gSAVB*kWwpBzocTZ zoXTCuD*t;)ap3%#5@T2_xnkzOEUnjG_4FLf>}2UH!HN~@UyjbZZ8Pa4LqGx(GIkJ! zvTi52ks_j!BI3YSXi_bfKu;QntXpBq#SWWK;>&@c%24JqAqilF5LlpJ{pna*s~CdM z(DsCx4_2%G-}KRyjziBNkv}R5aciZ#F5$&_Z1x4VMZAC;CdxIazBUgbN5?t$j<$B} zV+PUBI#OFpBTvuBmgq(jlYgEK#(p;?iF*OBLgLEml1`J;^7IVhWXzB@j`Si z9x$#SbL8HgLOdaeh=~V8F7rNzX%<< zKbI{C#{PC~8oQmHT{ok;^@Iu!U~drJ&~RTkFrOSSHp$4d(f1p#&w0Xd&$=${^7GLYAhy>S1*sA^&zNCtBh4SBbywtD)_fh5vCS>pr~#>VP5}8 zXQ2#z&b3hznH_-b2)AYM3F{V_8f{Mo1tH6C-9qCb$4f6S3ozp1+lkBgt{?4iE)DYH zVHw_?SxUAbIJ1;9@p|W#_h3AE@ufE@-@~Z)UZ!=#7hm(j&}Z*hXNsatc_CuFroQ#c z1iMDP|Lj46f_a?KohNH$Vq94Ha(y@_!%C;R|E3ZDlr*5jV)z*<$`CE}^3ea09B*c7R9nA##GPR<$0@AWO&=SdzC0h{5(rkzsVaHh1o z>mC7-f!Dj{*DN6dzn`AJf_j3aipRqIG_MyA?zqhn(q`N8I<#^_M7=K@O9CT4igqyw zGvCC1J*LCCjizeANpV`j5-e++&`GQtpJMgx*|6D}BCFO-{mJ7;NO^GCGJ_BE!f!U2 zRiHLR?pIqh!XbciR;$xa^vZm7BsR5j&numLRd2#V3rWGfQJ#M_T?!7jKF}#F43O>~KFF zgiU)Fy_6xGQgUDfz->5f9LjK38DetT*3l2L2DJ7QwUrB>@t{3VS%#%wRz8<~TJsne zTAZHG5=QO?F~KL z+ZlywZ%i^Vlrn;gg3mH$F_HR1DAA9T?VVe)tP)q(N2J0VanZRo1Xi5787o|#H$r60 zFgE3H~V93btI-9tCH!n?t~kSf#;#i*0e(`Sd2fhZ{161H^G(#qoM@ zGbHmF05U(#F)$EEMyU?WwOcJv6l8-CcS1vbV8%II{NMWg%61=5SNHg=AD93B-mU6& z;QzseoXuFQNWY#SNMk1dkt~R`oJfSLNCFotgf+woH6-sIM>$lb zglzMVMiJQ^RsGqxHudp={V(!BD^@pkw#Ji{UHofk{T6hy_rcyI{#}yGv{(f^YkZQT zp7;fZ1)e&FoC*A+1ovPC|0} zcXguUI@RK4-H95~@d|-1*EV^5!4s<;xyk2#$}5BGE!B1X{tZ<#@i%EB2cN5Fh*KP% zZ+GST;o8VWb1HXqg#OVtT%~~am!yh~j7TS(HF;4q!$BXR7{Im``&&xr<_wH52=~Ye zCe=VlxE|Jm3g^ic6Ly zo|WxShA7yey;31YyM#F^M!pY-_u{^9Dpy8+cvv6O3~7`b3Q?o>Wn^HpiR0_rw_Jr! z=*5U#&oVi66;%1NtU?WuuI;L@R-w39gO_=9dZqjgJPL-)*&mDUm+#^Xg{MPiu zzM!z^ux8v_Bz2vo$)d6Gn27sHT74H;?#wOcpyIBd!ObwP;RNH07r&1#j&AEVuOmJw zn=1zfEbP>rS1mIpT}KLxo<|me#~9igk0d0VL9l)C60HFlcdQW3q^sHGc(2dbk-Q|5 zOoCK3?OaG+5*d3;gX2TE%jreoeEDN=RlF@tsB7Gk#;ttu$7%k-@yAs zmwfgPZ5~Eit2z|1>R|6a0wr?hGXD^PWX3!3s6yFlKf?<9SOnjeHOZ4jGa)J0g6Y%O zD%LfIP83-u0Vczw*9axN;^UG!;`^V%I73*4I8yO+L>h3lom-!+TLX7km+gQJ`b7Y#M?AErw-E1s>bW z7h;mp!E1OZaR%#&$KH!vq4A8p3%)nIKg+*wYQ1vw^gi?rVlLz73ymv@_AYq>ZL1w@ zp3eR0=>sy&3=&YGl$H2dV>ow5c?#y@{8z3U;N%z-zbxICbCYFp3ocUVg@N`NA@u)yG zo;S-xJ*hCqa#*|Jo4Ky8jbwMzZ-im?!xM^xz1f{416+LlpgF^LmtW*|kQ~>sxlxbi zHZuN<<|!GhIX;rjV0lTKeov)I5JyWexvsRhs_OgatYB=Q0RuP>b*)L3&U%6|NY><$ zuwEAmACX5#s@$7qS!U@N4hEr;D~G;2g#BAmy)KOn9{1O)%tvp(|K)ExJO6eBifP{f z`~?}L`FxEupI$%Dz^0={si`}#U6X(qg@K;hX{_ptZ__!`P3-&cOiv8%u8#A-Dkm03 zhS!;(Q?RU$J!kG^i-lQ1$?_+VLe4jZ``C5@gn>HyDLL0w$D}D(Z_<{B57-?Mk<-tI zo*a&49wBOkN!(;&|LxPj*J{DN za<$nLeNR>j3LUdfXU#J}+B%xMGv4zFilQ25X+ z28zF8iFqtri^9LVZ%?bF?87po88i@ZVbXPgU-RDo|0x9c7+uN!tlN4EznT9PJy(id zC?UgskO!MoIXPT)tJYCfQ=36pLXa%4{9Fe;aaHi4yB2s1;lIh zc1dAqq%SY?_a?V6vtlhF!WLD)qgkh+TO7>2h30_zkrlieE?jBUNEH*d{Tvr@aR|ni z91%jd+DIILDbnr^V)})BbY^GR^mk5&YRV(=xD^1Wa?MWEKvtnZ_bi!U?yYN{P+#>gBEk*ss{(gu4G~gUqKf z4Tq)OE=Pn!=`EaB{CoW4+Gdps#XTiW_PrO_~xNSHJb) zC0N`E#=aM&t+x$M3zln|SYA^*Qm^L6n6p|T=Eq?D5vHEFTAe?JGMsR1aw>w(G4PjF zfLmYcDAWox6SS-n_bDWlWYWc5UzVO;gBjW5)L+dr5Nd^8{0R~Pz9cK=^i^w{U8)g^ zDb`OUXRp>QW3k`ehG`f@geVH<^GLyu=GjAHx-ceWEEV;nbLk^74sL$qz5cB$*XPDb z1u^J;9^)D2gi2uS3Fwg+C1l+GbD zXZ=i$gFEqTaWTJGEDgtOMpb4YeBGR9X{0!Ddu5D!(9Dc=3B=u1=1ny>8iN-aK8hTf zh*8%zXFg~=)*L%s$%sAm^5)TCiL9H-r@K!yx6=IKA({pU;~3yWAP5fTM#6%}=)4G2 zwdzfaEe%a2PLp3X`q>Z9T?(vWWm4~db)6g`8-9CAMMyv2fiP>~IE33j1#?k>chk?x z(ia{P>`&bXUO($604u3^)jcp2&)jk@g#mTz*PpVJX9sM(knPc{vxUV_^FkGL$hU6ch~vbMHtt`!j^;a zh`0cWu4e95zkhyYom()$cAy0>gl4bHiW86&9IvVjZS#FzO<=)pKNON9I$_ZgMUi1z z{i8(8xAf0WJ&=iuG`PJhpSu35VI4nbsF48G$WCqiZYBsPbbQ?O*1cfa-}^f%M`uMr zXe^>L8>)E3{c-gBHQw)A36FZbN%kky4AT2g(5{KL)eQjTHvouC&{wJGU*!rcV^EI@ z7m|QWLO%x#qBVL&LjNYO0;sBPOXZS6{>NaxzROG<)G#Ax|8jisRp;2j>-oE=<}uuP zM--3_^{%xLH-0NP_`Qg`GqnN5t14t1_QeqzJY-pjSag?qAhSJ%r$=z{9-oqP!?3xP zy?3|^-ZdRBrS3g$lG}ax-Y&HFmzN2FS%P>?fq8>*t=EDMoZ3~Gk&s?is(#X2BAam^ z@T6HdAydy16S-k$^3>k=>A=cqWGVKGv^rq>+b4|J{30cCMOwE>jhkU2z_y><+iJ7U zA&w7^`Pg09aOw?<+>}q=akcb?OUFT9$IQ>v+t@R}cT~;|9%{rzr77>Pq0;e4jt~Fb zxHZFbBtT>C6~$xrn)R?wTa{a+`Lp*7AGiLaei$Bz3YZagx}4txYo$a`R;aa(Cm=OE zO-C2i?OJzth|FtC4P`pUtFFHX291x22r|@u3x;R0(5yuCUee|XX zw`KcYlkB;IB@OL>J8I_+ZzKuH!F(sK(9u>8< z*zZ%(w8Fiq6SZv3GzO-W-o=xMNe9gRqg`Mgcmr`kjS)D8MOlBI9^b2Iz|nOQ3)WLy zL{BVc0JFD)OapO`94KUdRwVI-CJB$kX~k^CGHB)SSjFb`>FS4=IDrygx%Ka54+xp+ zb71R=zRF6mdsLiOS<88?zd0oMaSsX~&QtYi8XCo}x}rlbC|_Dl3p+IEq5{(gob#4X zPtfK=Ty5JngyB^!Q^025T}|;PN3g}S-I(rZYdLK4(VtLN3oUfa!Q$~Lwp4=sL$!zf z_^r)@Li`Ziv(XHq&j6Psz3SJ&l))!GU&T6k|4+1t^XTBNkDTxBNWn2O=mY#VD?D@I z{TJ;_90O|#J)D*?IZSh`Q2(=`Not6Y**y9x4-BB54=BB*lx?y_-F01*yemJ#O3+9^ z5~nh$Kl;w|E#iLsB*!7Z*xH#eBj}SkIK&VNUI!SM7C>olC^2}9nHnco}+lQ@J)ZMFD1U1oPG6mWdcVEan) z8(LjPanlC#aSEXl>I=P-G9PblSeH?AtncfooKVWLFrt?OPe_s^j->{#%F%E7|Z61ZIxWOO-SGbB7;XTDENo{v|y`vX2eS!H{; z`+K8}(bdq=*tKi1tfJOGgs$zjtyVG#{Z~?2^jaZv{m9pyl?s6eJ$8vU6bw)4kV4seCvJIH+LaL|YG~ti9aCngeRCK! zzFS25t&~CP?*#jVaF<7y;%Y9ML?XpZH_~Ek>6wB`4s)$PD@wif_gOs&#`cf z)!wMIwsqIFj{Noi!`N4cRh6v|OCup5AOccS3IdAK9ZH8F-O|$CaR5P)QluoMkq#+| zgVNoIbeDAZxAt-F{oT1&=lTAac>vGZd%fN7QhK0=dR6J8bRvkDBw*roKInYu_tf#t z8X18PaUoR!!(t_i=uHs^bK8azhC__G8Nk3be=|SVCCZ0x+i8y902R*SXI5oF`|c%S z5;0>VT!U)lExERUe* zlv=?+$(we>zzZ4un!l2c>ecjz`Vp<0X|nR@G=8$H10d*e)u0|#6w#~?-*72w6C1MjkO2YUup4<{7eDMgKlckqLSd^L(`IA+&Jr%V0CZAI@sxg|NOH_ z7nxxPY3QJ5@D6?RIf2W$|8%UEF0hL~k17$oD49ndE3Ison zrK3rMThokZ8(%+I8}aS}^_}^fI%qQ)F}mzl-&9QpZ0{raKcXH0oBEGHu>fY16%B*5 z_65YJo5#kEpyZ}U-IrlndxHrxnnqv$l6M9N6&ZO2q?CEo@i7UqB|yQEF6*h2KSP!Q zF6(tf8I~Mb{=8sB#bVFJ?uR$tDYgE6&!eqZK^G^1wSsrTRX`HkIB(LZVwwEB+DX)Q z6lnfpBJZQI3wPO`B!LWYwRSW4Ry9_G2nK}_e+?chG^M}nthF6%ZH!;@0}kdJuM-r! zQj?h8g>F@Z+{uV($GrlvK{CM2!j+$MH=oi&pu2xp#t{cs}vtmgxHi4kHCRR(g{r zcuh{sfm>DtdtEL%iPKx(@bJvV#4t&89G|xKI5zoSqu^~^mvM#bgNvS1wFJJioTTVc z!7*$IK8_jGp6zrH%)Gv%f_&;?jB%*({DVG?(RQ+qO_;08fW@dQr$ z%Y9;w%mLFoAh?iDa}X-rkSY_bB^#6^5;CYLva zoU0o%JeC+Yx(w7^jmEG9|2AapYGon?RPQd`)88kK6iRhNGGzUUD(G@={FVWB!24#f;rfDf(0RVu8Y zVe0kWPpbJ$&{)+i&#i{cCBVSXKw|glfrc$ySk1LJ=&<3jnq2P*@&Z(pg_8Aj0s7?} zUqRI(B>x8TK>)iI(WH z2$|7MKIc5EG1+7gfDJqpJ_RDI0vJ#?k>>-!nlU(gN~VZ`)0eH_DB_FvjsIQ(1!@?0GeG-Bb7FnAL;sxkKD4Mv>NW z0&T4*w;EJg>x)88jRMU%_vpq6z6T1Q4nPW#g%sJzOkd2OT(h(M12h}3Jd6QL-E~;a z$qEd>f38#5=XXUj8J%VDQ6)6y1#S*JE1`;e$?Z6VJ+XM()glaj724}@%c1i@xz|H4 zWF!$*4~>8I0{F}JTv?~}^;Lrs1x}00Tu}aS0m>hqA?qJuQY$i~;2qkNskki3jS=+_ z0)|6Tt}R4Mz`FT;;?v`&{@)avFKyJnjSS;l1751_7hxt*w4|enjcs3;HCM{mHPjdo zc#{gam#xdlQ$1O8JBj$77f|0tS(k7LTJ^-IesD2^=KLh+p0KB<={9W^=f&-yd0Dia z2y=>;+I9nUxzT_my_1GY1K##Gs!EIO8L$uGq3RQ`F^N%>a@+!~I?9(a%}OO#mBr)| zO!yJ8U%+EQcw7n(RLvaIFuVC2wDD4qo&t+zSp?`zECDIv&$EC{IdqU_!EJDaI>uk$0DVYe z8Y&1-M-KJI7~EJ!L1bL4V6jO4R&1|-UJN@YCO~a#)YB}0MJGS7xv#OpWYKY+i5^xA zy~{_s>!O3ZhYs{6@K&PC9zDA8y{?%MNNXGC)tm3%zjs}a6p5UYJ z3+bcUid4Ms{xQvX7`k30TVVYM_AwaBSO8HX{sgGw z;$c!cLs`&)5O57BI}Ksr-q>3oAnhba1#W_cIsmU?;oq0U4;z3~BNfn$ zTYX0C@5`{ciSPG@F`n8=uVM11^k3>kOx;_jd<3?51CuTs`f#(D!%+bP>#Kxj)yF~Z z44GDiTB7^CTU<07K8iAK$Eii+9zJ5{9 z%QfNe=w(8JzBd?yk^0n`K)^R6->*-DIp%kO20^#d4A8tJDO{JSjud0o@Cw2ZLxktLKL{s2Er`nujkgO*MBE4fF8wQn2c}Wg3YE19e zLc=MrNn{W%GHvA5I|U-CSFBc3bvn=%gNWp{v)l>DyC!R)sLnOiSt^rwg7(x!lPn*(l)OG5eq^_t*IN`lT4 zQOg7{$%1(#4IE3b#=jw51K#E5vOdM;vlcll$(w@-gz=z-880k;{*j>JhFpf_ zZ%000u=c4MPA}IyM-BcRvJ~}t?^*&A%=cUL7f$q7CfGk}SJ^kyoY>Zb4pADNevE@2 z{@oDhmS(A4^AuWsMFQ;{!K0BiW>@;attV+#=lI<66?Y)5m|wU0;)Z*u+0k_J<(X+~ z6=af%HN{e(9uD9s80B7oxk4E*U1YF!i;F@Q4wowx(F5618KCTH9%=1?Eid@ODY77U zO7csRM}48VJDrbV^9G&4rmXaUVIK(*@@Zds}` z5JC^pWG(xz1HOw_O|zM-uoz*TF9ji@I!NzBXsel_@hf3aXo&`UC*p@cGUJAT#O|Zm zkLW@dM~01d)v0h$?u3nvcOTd>FKq&(rur4tOMSk&^uW&RrXhYe-_MM>xa{Dye zm{A{|0rTa6IZnvRseGrtFI}!$#5r{fEULq##=koq<133D;M4d`AE1zqWpOUs>{{J?@e@-Yt7;Ekj_t=nL+=g0$!w8|cc4Knw5YqSjX-CH+BN=ap-p%S z{>q8`Etjv5*Nndv3mW7^wmXa84cv1iXUYmxD|lA_SP|j=;Y%t4@$|Dz0L!5;k0gDG z5tU~8b>z6}xDTsvm}tpo(I0G#Wa8jK{CDvw@AqP4pG1sw7=u2y68#3`xsSzy%ft9^ zuueelfNBD38e9$>MJUfL0tsul z>W9nPupHB~Z2YH9AWC3_t{GiEr(mh}`wD^(!q5329BDk`w@nqy^8px5t5YdtrqFg8 zQYo)+!Q6~3Cpat85gMsD2A8DoM2G=KR{=had}~h`9@m6pWU;Y-AlV~K#X3*7j+mrw z8v_Fa@mP_iRcJ8^5(@gw+tmmBa>N2=rI~n2eBWNL|cPUEewx@>PtLUj!+`o7BpwV(h{CU z8zWm+#gSp&TJ9g;%wv)oy%%6pn1Xw3#kT!^<|(LDQ%@@+38CY>OJwqL5ZHp(DoU4~NCnOD_yPzO@8ZFg;&PJSz`dF310EqEJtnn+ zTczv36;lQ2Ws>WeMT4W46zL)%AQMgA5W1B*#sgYhwK;7jE%{?drlmgxhly2`^%7IA z4(BshYl>IdFU)dg?S3}yxB+bi%>aobyYLZ|y;~FVw_QDgK+DR_-Nl9L7m1aXcfvPc z=_VI<&&o$QGPd*20}wJK*JeNVF<`m;}_9_fFtZi%WZt7>1bb( zqZ-r$Sq_z!P|^_M|sx9b^Xjdefx{(-NW886 z%i!Ad(aJ%?;XI8bDpT9+Cm0~RxvSiM1;j6M;Gq4eat{&azZ;l;+u_I`kZ7=hpSNc7 z`b;Y@D>?M>yBKvEP;kkJ6xtj*9`)e?7_Y#HumXHy_P*V?dUxJlZm62Yzu*H45|d^_>$VxTFB_C0gu2%g<#-9o#&+?LSK1O175<2 zY{ge%-2yEx1<3Af%N{PP=Nl`{Bq zGO$!z$EXi$-UE+Pl9YuQQW==8z%POYF}x`-kxc>m3Yu3bIRFDTyjAbQ)KGf9A`(1WVp05>IUw}m(m6-W%7Z}VNuSFc77vjO4t5fww=NnPF2 zVb9HsZ(yJXlL%CjAQ2(j?FlB6)4_YL4lZ^pf9LE>+!ZYZvU(0gU|dLI4-CMA-^8g+ z;L|O4V*X(+NKU>$?r({4mT-2S*eb20q1?}t^prtt{DQGiER|a3={cMhnIPU{M*RZEb1Q3li zz|TpEyu3*U;0MyAD<2RZsO?MN(a`O8@2;!ug~|i(6bABA(x7!&wEBV1g(nZ#iN`*{ z(ei_0?HORB?3~3%&Xs>;~=) zGk|g9@k%>rEoTHxR9@9L1u>(0;84Qt5Yl)3l!j>X(g#`J9Y@g!kGXXBk3e(2%1Ca zWj)%xgf>u^HtgA_g;2?Zn4okD`Xn<_Qm8p_m6$<)k~B3Jm)hRNb6bNqsA_TqiJ;I+ z0wmIQd%l+g@ttJ=L?thDYE+OJW>QkxISfX}r1ABw5l%UULW-VlGp5#GnX zS(InBxac2UON;OQFp4~9GLFw3Qsvasc~_X9^Q=i(fyMstpLNfF(Z7dTEF~F&{0W4T z_sPu&I$j4#`Cm2F3t$7LldFvARtWE(UV99#p}Hu8A}#7^RwUI%`w`Dxa@2l${5s>< zaxJLSWhXu(7rP8n60VxyY*|_1-Ox!#K~9j`V=3t^^a~Pfi{2_UUi4>t2b!O-EJU=L zoF+7cW{K!RHsNZ~AYhI!#B5Gt0hlW>&Lm|7LJ2}UkxxcBB#=;2L;Yb&?J^7C?7obs zpwsMU{MzfBv`A7S%=)?hP^Q~|9*wLX^U_&UGNq=Yr{Q?D5F{sD~;BVi#=5QdgB3)tuR=~_V zaj7FE1u&6u-1bKWgcgMU?cdX3&;j3|rlR9KGOt;GOtSyJ05J%dE)BQr(YDG>Pp4Cn zQ({9-A_3>tsGvQnNKHBf>S0Rwz=u`ogaRlkL0<{r^+{kx{r7? z^)wGsX)hB@rALmI;t9OOchqGz;R#1N$Sp4Lazm=R)fuT&B?Xxw=ZsRN01R?I8rvp? zn)7^tLx75Ny<$!lpaIT?+;{Qdo0h3}oI&$UnQ-F)=F68#wp~)UztlTb-(5u%fra4@ zkxi!VUd?kiIa$7gT#nXRE^(*Rh869&%W|X%N?;0?16$oX9A`QX0n!4{?COcU0&<|# z)4m|Df`OlNI~VnOVUx~P4~&sPX7)hZkaM)Gb~HXxT1 z#2%(HU5Jm}B?9a$s{IM#2Yx#II#cVEwHl|zk5cKm<^=aoH;nFS9nHNjD^s9Fd>pe< z18%vN|BQ8W%>?@-&^H;aQk+WDvU*bfOKC z`(qE)Jmlc;a|a2$0cQM*^5|`o#ZJ51W4f|765!f91m}=o70LNwGlIK4r;D!Sl5pcl zJAtgm5O`{d`w1yO1ho#Jn0-1 zhZ>)Y!!vw+eb72LXwjc^9AI7~x;z0vTn=ID;CZDz znAOV2A-}4I#U>Zvg2lI#Cf-1$MUk);sp3 zd~O=z65knUb{)j<*xB^U-9-!xX7sp}Mk#4_3B~ac$JeIUFF%joJ~R=5<(^2H0*I@H z%kl}zz(SK@3ZCl#K1@(^gzrOm`H#+B@LRe#^{~(j^(Jci`Dd#%u&p8NvNihTdfJlp z$9SQB1qe)1M^M7drkIcA<0ySJMW~4ZX9uCI7YT?mHRgcMsuEzkML0Xz4IvBc3Fdv_ zL6Pkd5Tnqcc205*tb(UseI~zO0|@WxjYSHb0o=8U+Ns(y%V&(v;Kx8>dsHWhWoGl2+-gyAAE zGSf-Ir{rM0KP(3e_6V~Pi^Oa>lKfphb4#Lxx2N^2g`$z;)+9M0t=@A4qnGm!8w&uLm;Om>-*l zkzPgMVihg*rP@`}^vR?f_>xcHKa&h>y#lb`^(|;ajL8NBLmN^VSCEr{U{AN1rwu?D zY)9)n=)`@bsigF7=fM05Ocq-lo5YruW8k3}sIh=g>k__lnoEd)jhIAUn7k3Lv4!#C zS9e9{!t8GQ3Nrz@Nmq)gM%X_k24Jj=%btP7YnZOOzWLYrg zQ-!HulGrvuuyg~T#J2n02Lvtpp`r57?~kCs!&Q-bICOe;_W9(a-RXq>g=OU8$zd?t z83_hNr+?{Uh!IosBZ#x#MTlIlOb8afj;vZP-n$AwgLUQr(0pG5#$d$;$o_i>MV*fv zfYaYDXGnVe6*24dlNW&uFHH~#^Sq1CW~9&GXvBe{*Dc_0pXD2+f?c-66Z%4O`#rzQ zH9uWQF;GIWUf=7qF^F8{P@XKAj7E7U*c3ES$0LFjWY{Z!fPGGdJv$U-Nm>0 z5&+LWPFm?XHhmUH(t8R66Gx$6C`41T0g}S|xciVyHzk)Oc1w-dV4}~G& zd4MDe`R;FJP-j`tI@-}#erV+%B4Y}s6odq19(2__YR%^?ENz4d%&gSIhXmD9~((}HwBz!ZZE}tE(S%5FLI2IH5cS`ao5*0cTSvc#LDpH z5~JSZfSQG6?a78E17jQzh?@>ED5t)Q=A#M37>f8lOX7@et$f#8mai zH+#P;6gRG+S*nggl~s-4PWiP@wTdqGca_gB0i)5JkAn z!**A22G}0fvYbAPAtT$HANM^LGhO7(*4dEwY;5dkqjEv03?1|EDmMYA?Ns(M0rCdX z^l1^_(o4X5zL!9}k9@*NX#n-6Wq<~$OHf6JTC<>hawdUbS{nbZA7)(7agj7p#+5Jh* z7)8tA?DG00?t2272xKHtw7bF?(f~B-t1vSplv+JiZS4f{u3`liHBC*;4<$cxZbE>= z4}o^^6l%gj_-(I**=^#`4ybS^Jsxe9ZV5QC;Ii`HELs|?SHQlsbm=vXW>Q!eIl=2H zQMy=O4sF7^^V8HjiO{30ncPcsmpDyn-9f*8RQ#j|cgXc&^U^PVcGaRj`l4)$N#pvA zO!AcqCbR1)nXSxbM;*qdl!4^2k3Vjm$^L0Uv~Vovv`F?aiyAt@Y~O~w0fk1qt2b>k zAf~{qgu;T{te|cPaNzdV7;rl8u#be&+wQW&h1sF-lGg4ekb`2j#kjg$I8Q#}OVrb* zu!t*W?_p1{xx^h_leoWHSc%z8YeQG||JJ5jAoOLOv_%V-^~=37%O?L{WMgLpTG8R4 z3{v9M5h)<%M4jPA_+RjHVQNb_dwKZ^cSE2sHMdgiRERJPm+Km0Y7Y`NrQ7(%9Qh^X z?6oTDWme#tjP!Z?6eWnkV3LseAx5Aii75Lit>dP_#291N2Hx#6!}iEsDbR6x1*s4d z72K%Pz1nRHu`=Ajp@BbwHDk~0C_1TJm}2Anvgw@if{f;O#l6ifDSbJ@W%)k|8IKh ze_;Q=Gg3l*YBOzVYtZvKA@j93YWnm4{{4S`int0+7pIs7t`7l>lMYTqCnt&aKOg%S zmcc*xLS^>yO734W4F$jB?1XzzJon#R^DkIRKmtIdyz|i-b_{&9x%KtwiH>1si8G}(g6S@BHN(S5zG>7<%p0g?NUcr!rx;6+y)PDbRYXK zb5stbXUynV%ff%4^>0L_1A!3rT|xO@*@5>!FUYnHu>Lp8{|9{k*;I$=3MH>w7$Y_i zanJAB*>?#b$zM+3OGdOqv5VPqI2;}|E|M@*PTtUKvoWHI4J|}P#>Ubb=M!P>BI{)EZ z5GS?Mo*UoG(@EGe~&SkEHHYl0lZcSZ;uYd z%GBnfOuzr^Uv#nr5n54GQv>4M)=&~PIxdCkAE1c%k6b79^g}=q!FWZmVDHZuE`TU< zayQi<@l+Fls7lsoxNkp$PS{sU*-1K%jZY%)N+VFOx|RB)Wa z^$$=?`+$RABpW_~SocT?Z~$9Yl*m62-1iM&rAk-(Wd!dEJA$ukQ~bjVe1+Y?7t%-K zhY_IOg3g3b_s?qN2BiC%nws84Mj95Qp9V!i+V8UundvVP+^T@s2g>>W5f%Tf!hj2e z`R>I(eBlbx8$geHqINeCBKZYagh~s+W!yhg6Z1$b`f#3mmzx@Bh1M&;)e491Os#L{| zAO#e=zXK{=4ye8#+2)v#27pTe9+H2dM1q_{a5TSrDIMSOCRJ5;zlf>-cy=It z9W6`J-@T<(@U*B*KS;xL6g#5qY81SIAVp-pT*h*2ZK7)=Y`8Km9NHL zuEUqWN|NjoJSenprpj5A-YoJ5z<($0>EDLV_B!N8>-)Wxa-O>dS!D9EVR;^&JDZQ2 z)T|d!sjO31m3ax6dtBVLU%h)--c4#%?T~0tYr81x11%751j@V z1jz0ih1HZT&jomBoX3jMRSb~!=kJoH=H7xl+TWrJ_3v>ia7R!aYQlw1tEHro9e3bHh{jLVLPJ_7wy) zt!s;;ic3V8IzAoNzpX0Fi?Jy`yB(wL_{q^+jV-F{@!7vD~w z{P>bYGI>MpmKC$6vCw&mGHcyz@vF7sRRa|x13Md@)K#SDlVay{le-^|3u&c~~NsN;zC3aO&|?MSp|^l-uWU}2T^)T#EU3zg}C zoa^-44EDNZy-Y)O-un7E7LP96#yxCC0Us!}wKM|Bc3ohU(1p^z_l)a(gMD0Cu9w@K?IE5$%lZzU$_B zA^qjz5{1X~r>`s@hTk(XI?LSRYmXxfFawHdC5!Nhb99*1D(_@wBG!Js5AF-@D!Tf_ zgR!ztEQXt_cT|`dFQ0goUL!OfSWK3SAG!YxUf1>0k>#V|<>tkR(T}{t)TGm|A-Rt$ zf{V1k#1ykl{b5wi&I#kr*ROaB6;l^QT8|sIIV^55RN(UKv0B=dymw%jd+V5-{Rhp1 zzvU0KjZo)pLr6E3D8j>${MDw88Zk-IQ~6I_@yy4kxg~OS5BqMcL~sq2b^FwE3y1M7 z;!BK`Dvu_6$Sf@S)ZKB=)wNlA)DoVrye1iUu|=%3{tAV#KugUaJL)0R>Tzx1i`(DO zGrT{)dOA1t>U%0pr81d)Z;==~*iZ39T%;_A@zN@X&nAUchHBS0ikxuiKPXEu zLIljoy4saF$XDlQny&C|NXDd-h9$eHDSc z;5-fOX>~ql=6FSC$~cGxvjl9me}U2`WH{_`m)%o@C$!y$+=_qJ3SUqs?3kDqq|r73zD+ss_dh$ zvGFah!kSWnj+ku}^Wv)|-RmJ)s3IAOOG?Gt(qq{$%&LC%Z_&H$O{rT^aOdNBEc=|! z=*|SEmer)-mgmYCZOZ}w_ZI>Fe;_GRGS>1NeQ3rYqyY4KWTb(-{ikrTf31UNoeuJC zIMDNn37g1jZ+@5mfX4ClMJfjCo8v8y=F(i_5OR~xv1kgtWIB5*fYXaH|zas-L~!+7(zMOy+^%l&8}fZ!fV%Vjdq?Q{lfS6;8#w=#td66Y&2V0ti6@#AFYF68+?2d zsB8n?c(g%Ur`l}n{gP5gOJyz-Feh<&w{)?NEsdeZzZ z)G_|lD_VrQ*1j{n;M)MqLWbewV605_n%FX0X+hKriAKFDYFBp#{)_04xJtUk5c*SL z6{`6)6tB|fOY5FltjszL^(t8s_iC#OKH}mEmsx9Q9gJorDC^wGl~8l3wBFiHr3q2b zSm0r72b#+8V5TL%zAcU<nXSyP>-4KJvh^AfX?^k^%l zO5tVL%9NF|jut4)#$yLM>?Zw6ak@3_?KA9#&$-Me%Q7BOSvZG3^n+ntN`6R&W`&C9Yp?Ng^t zL4jYEw=%nhsK-MOJ=}G4Z&%jp@zaXY^9O3^>KC(D`i5w(vlOe|m!v~2I+>bk?YcZn zwY)bil81-zoYMxCM=^hSB)NRO&uim!Vy9-MYD9NbJ#fm?Ky;tM{oT+Ib|7xGu)E$6 zU7v|%@*(8R@~l&ZxlI~V$j4x8{KVgnr9?4l1C~losNPLjrfTMggXJOfC?Ql1>|_$u z^nUX!M~P;}#IXrBbI9^Yz^A(`slTZ1JRb*&XWZsrS1dG0#5Ap|fewN;^JlahcDH`( z*#qbCzcTdjTqOS-g~IoIE%$;yZ8l2d6qn!c4cxrLt#@+JDz%JN>GAV96mYCm^~kN$ zm?jdOhn@wHg*d#68p5_FcTL(`8+}CF)spA%ml|y5UmPG7gS>Wvma`J8n1sn4SoRWY z!i0o8&q`}q*vg^ML2Db&;bW`a>=zhqeAw2KpA?jnJS8?r539{7UKgwqWdA(JtBYbT z^k7=V!XXQDU09j4KeG#B;JEgy4)L4d@C@3vT==j9(QlKC?fL-n@cU~F_XK|K&tz^G z)ca(dzxz4;5C5 zDT!a4W!4Imjevuh*4>oXrq(uUNu;*gZ*e%}J?1TPf!CdZZ6XC?vQw zRAw)IHdoPd+z&O9&QlB|{1~htbg5gt?*X>5_61uDZGR21n1`bwqJ*VyBJ5S@;Zw8g}i zla2Ak60cVr2qhY~jp<4DtR=txkzV(-(59Bke(Pf8r>dmZwlx^6oSS1+IE@|lDtpX3FBkfwfN%t!y=~JibK|jxSsq6 zXnjN2s&(#Zw-lS=Dl+-@Jw=BLrYwI9?_E`s>~N4T6L?U~;b;9;UsX53Ei^%w>o}<1 znb&EKV%O-x4=*i=-K{gjzRxY|drtqhVT-IL6CvfP+Mv6W3=*zrKn#K5jkY<3!bbu< zuQ85axFl88( z1h4F$!hPSr7UeJhTE8ZMREUP-Saqh{O-bPt!F6au!?hf>Is}wg%hdOjlA5axUU9mtqCz8 z>$|;|rq;$2N?Q>rS=JD$cYX&rjZt8|Angm{rpFWXSqA&!@zaQ~_&4bmxC^8KxiWAd zo!@#50!>$ICvLB5Wi&go)VhtD=O{%wOn%aa?*jk)&BX*q{CuvQkkp$}3+bR?r-c-h z^@`oLrOPPJ7?QYy%|#@Zg+PlQyRyw~CJ(P;^eU6-pV>hZz%6Xsj3X@k@ZP5&mt>g< z-6TUR2A%zdnbts0weD#;Q1hQxOaZWOJM|5%!U?huM_W83=g?c|2SNyfU*E`!Jy0x2 z82Oo=zKSR0*5pBN|M;Ra+esA!GWX)f*ggt940C?p{$CRI?_Xn}@_d_kFD}9ectDdo z%l$jmjWrtP6FWwC-HUPsd>>JHO$Bfn_m@@3Y3YDC`IgW4NAvZ*$WpbAqNjyVtad|r z&gUEFax*_Gn1JpOtnsI|b$jaulzy*1Yr@xhmO7*uZzT;E%dzRwf7{f$S=tqT;RLj~ zHcgKAe$5Q2#?CNFrc?Th4(!^3{gW`&9acW&jjHq6^ya3vKjbrf^+1a0$e4i?%GO30 zBZCd+kziISI<)$i$#uvVy`*uNUwBLvf3P`B-V?dz&f#P=bqJ#1P&P6)A?tIN)NtHY z3XNfX*MIc_(C%g)N_$L6g!+h4x;=ks{w3~vNkbm(n9sS6yoDgcr>^%HtdX4gFXFv* zfo**nvvGNp-=O4ndEWnG(hz=6qx!kwAm>`Lds)r>xz+U3L6*zAZl|?{vTJU(;u0Xi zSerhES*YKW?2(~0757vvq<1b+J+WasOc`o2`kkqYfNqu`70!}^NCTTktGRLCY}g>x z^2b@}3fxq#PP$vLqpEfxas)S@X87RRUnbbLx~*~__a?i9Zt(T*%OH9Qsm(PU=T-88 zlXnQkQHh$^YC$$ZoOkf z?xAb={=vx)F06$jF{Z3@rr^)F8$kwRKGVBvU@~h9T_Qw-4mjHVWmGD7xwmskh$XA+ z7bik)+|LH71GmqW3YsmM%r@CBdBEE)us3)U8M&dBm88%Lyeql2swyAss*i_NQWXUG ze(Jf;mwBp{f(pKi{Hc0X@}E^b{(IBlw3|LZ-$pugLYI}ebmxeOM#*ydU*==OsGTWm zpK5zr8%jN2-FOw?NF>4gE-hgsyt{^n^}^@Sl;XDD&};kV44eNvpJP4K@@v@Yk$W}juxP4NG*)=5iKFEc8m!fMj6L~U zVZ+&an5$Y%*X^b2^zilr+a{#*>xYFtE_!G4OBIW^PW28G@jKY2grvw7g!mYpPiE03 zs`(F=Y+9sIVtRgLevvyjz|C!0uNSKB=`8%R@|OFcams~nGC=tt^!#AFgzfoj~x#=J$wX_WAt|Q6I|P=N&zCT{9FBj?q|G+YITvI{>6WCk zIP*+@b^YWdKV12NG4yq3YoPa=;|#UQSL@EFkGr>f&iZuirUkVQ-8@Nj-EGeH#>ec# z;+cfTIrd{E7Y@FBsm^t^>uL&Wd6hrHayq_4ZG|oSx+z_rhjl(Dp%Y=pk%Z1~zFoT&$5r5Ut(Ke8{pe-hy7y7O z&Ri~rO-x1jwV_RcQLF%pe;88>u4 z%~bC>Og=trjH~~URC-w_y>Vv@^$)bs#ge?gOrJ6a0iEK5`iZ4Me`5{XFuo@#kZPg!A0 zwHW%oRKndbA_bR`=5K=6xj4gF%tGtEc5wSV*Y!%B)mA?tC1RLcyg53#I?`CCMY--Q zxFES&H4`l{7rUt)=`j9&oPBO_?)fM?U4^#G0Il86*Y%su-7c~M48v5_n#ugi=rsSW zt{_SY(__iTx~e5S-0nUU>o8*P1Dkq=6=TdTWb|~tAT*osHu6w3C_(Zb#H&4K;!9rp z;r@okZgSc?Bu5Gn;&2AM->$AbH4WAD(V)LoamVdb*mY|F|#WNc4 zJ{^GTBeWjH_LjZnzfmTP-m}2eiZoRhc|UOKjCaOu8qs zhQg>))~npp8P>DmV^Hy+pmy<--TvdC{n7ZtQNOCwx~#c~G`1d6Qw7fUjwoKLwgmMLV|3*`UL`245b4S4s zbg>61vdOx3fu$NGv)^&-6&Mx)P>nR$G&qoIT#gg|%y2VZZu=Q>U4&fM-hr39p?ecC z`W{YJOg>xH?8VUxDc91^1s9TAx5j*4`0Iu#eHd%;xvZ{S46I*T|B3y@`bL(QOZZKG zvy2+6FBV%zk%eVrXU7+&SgWQjPruD_EpaycB6Zvt^j>+wHF=;OayoqJ=rKj19R7Mg zs9<=mE~bu#UiR#{y+OBa@!EWD;tMINR~>>xP%L<*TLQK!BX; zM-!yyvaTOT*`A;GX%vsp)Ze}He(%PKIpYSw=|-_}cJ^oA{-zfKT=MZ-S(PgXJ~xPF|7E~a z%9}Xdy(YD`UnhDe?H(jb*btE^nc{pIKKk?Dr(7 z1eyBdkHm&GKesq|0zGrD!qUJLHR0mT*sPyS^^~O0db+^#OEyblNGr4yzds4IN%jv_l2UWtNLwHRF7qaNX2V(^WF34mGBCxpkAG}3rm#EgVFGoQN~RQDqXiGzq$6| zttFCif)(}9je_@Z+k^1KFddf@R}qT@&hbraH{OEkjgPU;9cgGSE;}y3N|8(47_Z~P z?fJ5t#J#IFQ0n}Ew^T%y=W;q>B8!P8T=2sFZ2c|C^JcN0rhFH{r&~Q5OY-$4m*wkG zY|$)RrdeDL&R}rsH!Si=B*ow;hYC{}4fviMzkE+4nft9Fmai723_m?#w9@ohu&7_# zUR)a1!g*Z_l8GL~FsC4#;4*`=lQrzQD4yN9q0wE#VHul7<^0mQHdB+9Qou~6damo| z50oAUd=x`(+EU0PPbRC=O|NL+(_50QdDu@XeOyph>?Js;qm9^ymNqa16 zc6k;xYSU~TTF;t&yRn}l^Md?vB2!=k#(d38sCoKWV|TXj(zWg!Ge9(~xb?>WYwXJ7 zp=`TY?Wl5AJOQ8`dW#5;^WZ$YB<-M6(|-`M;vF)7+vvw=t&`!bGy9p1yy zSL%CWDeIfWhTa>S7$(I5xX)Og{k2K~Epy+=_dI5P3n^)j%WN+gboj=mcSgf+KsoYL z^1j9Ut^}?Fcdrz9dw$&VUYtY>q^+8WeRzD#GWl2pa?wp;ZFO3UMS10_vZ@AEA9y02 zj14wWs6ZuN*zrKfBQ?b^2kB`w;5Wi^5I?)Ce>Ryr#(?+nd4*P2Y~zlf-7O(q-qEs( z@gHQ((OJ{G+cgDv@EuK=O|#_!HjJ3`i)J> zel18KwVzsm(MYX*s6NnqHUn`MfA!nNYg@!>QZ;cx^HWo#v{6_uZP8J!fq{V|0$r!? zN_?Ij9Xto(ub-dj-Rqa`j@N!}{?N_4(EY6Y(;E}T5qX)xHCsQq;zn}82ZmvSQpuIL zx9Si}wV(z^X41>b=FfjGVouffG`(?yCBZ_P53sR|emr+x*usC*HAo-gLS%iiZIiJc z5LDb<*|yF3 zf#xH+bp!UdCXUbK05u;v`&D$KZ+fb^YP=*|zY||ltfw=CJapdLTO(YhmCZf>@~y95 z-i`4_)O``?HnkGvZNd-48%azy)?$Z#W_mNR008sdWIYJTj|QV%L7CW|BV<#kb3H7uLiIkgLS z=$5h6@ylcm;MdeFqD=cd*MoHIPIED;E!VA88wyOHY zb6j$`JKL{IFLGd^@&;5mD!X=vlik0kXe1!e;05KKJw5t{30DUOx;}q6yJxWud8~(u za=u;ZN*rhZ;SVv*E5+jsRhz@WcNexlsVr9ngw4D7W=^mW6nrye3AK0L4qTraIngi? zx;Y+VKV-gC_Ly*UqXNA;Ll+pJxNDl~v$K-8(Gv2QTXNoSmQ#!EAgTYxax}?I-99h6 zk@;hlP;vc^Yp~S9r4+&oZZ0c%8~yJqNntkCR}*GC>#DhOG+6=LJgZ?s|ihDpF&5zH+9->X-EZ0&S68Y0k;mmwx%;w>HFFMA|ML2032! zE>UE#NyhAukWVVJBFW~v&renOLS^J3c~%CsFz1K5F6X5BxFvHV2cMHI7WQFJP%*vH zB`iIn-XC!g3WWM$ufU5s$5P!t&a%4x?K8x+p!_6b1h#(r9-tWeh!mVd) zHj86kwuB19u!;*WGz-@|4aRJF*Kaa%OUk|&axMxCzc%A}6Zze`E&9b;w}tN8I6dA_ zQ1x5>9G><0ve*{1LT$r;*))fIqplW4LDdbFXUh5={ zAChr4=9A$eMH$=Qpr=6w_9T)8_%Pk`_s(I>WqLKw9b8<(wNL9A%A@&XjQG=7>I~Z zjIK3sE{}N2kNA1D1vFdULNS`(Lfv89f8fx=#)9IbP|hfn@y;^#jKh`<;Nu1m71Ltg z0#I5OYuLE9shHP=lIw$Q-BQRDl526PV! ztDWwgYL&ar6k74w9Dd>DQmE=GL5*w}J}jth{rYX~Sn4CM+ru$Y)))@FA(Ub}cB!ga z8729Sr~7mz?l5DhRSyDYky|JHr)IKxN}G^Uqrp=ukbtZdza>LN>%2f@v^uaxC#n57 z=nEkq6rZcAqf*j5E%;(d&C}^oGFjuq2}O!D;z8%@`yU0?nA+ zuZbs0LOyQ-OBpcjlHRdu+A z15V+zBwvjoBA1u*9Gom|h8%Ro683qKj+N2Zwcr4>(#(NBTKHG?*PJA~VTfzj9Bz%X z7Wdy;b8vDJuEjFYUKNmmG&iU9N`jtPF>+0dT)%2>t*59L<1Ae>v))1aP57Y%>icd7 z=hMKoo~Jw9220WxThGm^wLj+p=8~{`evF8Z19zRy~uk=NHvqMs+ zv|ce08^iIxJ=}k?>(P^u^WH&=<1J`CJv|mAX^Wkn7Kv~_08KQ(;!wSw>2N|mOG~7M z-y6KYgk0E%^n^S%^TRu6YHAAD5xMaEp*%mwQS1~uBz!BMxT~p@Gcll6%1t{^AcQPD zAtiOVLlvN15zkX!ryB%QgPLi+qqjq-@4rrcehRV}j_!R5dl(uQMLhOYm==lc0q3j8 zYd6;m8=q8UB7zo3s8`@Q879z(A4yYN764#7PtE=zG||h?PX3@e+kLlt^Dz`BF~I%^ zM}vZ_puoivG7JLSA9L!n*vq~HI{65uWy&Tw3XdcNe+&=bSn>{%%4VQd6@8WhsSZ~1 z>ZK#gW6M_4ChM&#?sUhYnU@yii~l{ra_zC2`IeD=N`Xp9#jq(IpaVCCmtNY+#qL;r z2|vBcBc44?#vMQa1*Zqn2MW{1 zJr}egpSgkFgbiR;#K2#GZU_=<#9Mt~(geDbV>OmNXVdteL~p+tocK4<>S1}92i?UW z4+6J?QjChy(;>6QK_GbrSO6#08mWS?Ab?%X=g1VY*OKH=bO~|bLe$_?-p7%j1%kFJ zw5M3}$Y{om`Dp77tEFZD9~6@Qj6oCZV(ntC5a^;2_fthP&dp-QjmV=K1nj?1^%H?R z3S7_l4C!fc;1mncYQw8^6PD%TfPhqh`A*r}nhCeyoUs8yPbf)6r;kGw*TsaZi=3>6 zHJxh2FX6aZK!m`{(8w7`w8jMswBcnEMhhv}cpr9Xj~&J5R1ojSJ==VDIZ!E}?Kn6} zL`4(?uKqUt*hresiwxGT5FpOtH*tFk;$YIKs!3XMQo>ojN}=dLCBF+9*Pu?`4vXN= z+@PbW{P%ZEPGwNEj-Nne!I(RmIu5AS2I$o5(}SozFQfMWG-FsyM}wA!lfu#{ydljJ z{Ft3&5@0IDxwBg0xw(^v83B6cRIEvv%-YXuyA;9hCz8Z3QkVjRrs_>JkBkQ!=SF5` zLjVh9neot94i#BgS02CpF#A@9$TbEkia4b^%7-axqj4-|WehdBwF)^DYJrCR;}c`? z<^9|0k~7Ex9*QPtXUm-$|Ra`=_$G=Ni|&wsUSGDSKt3@AO4lNg?;-D9Mn)z(uZ7F*a+X3&wfT! z6w#SJnv}X!>%n4hxBp)|f(AmiC`6rXIhk3nXQKp?bJ-jH zw|=aQ!Zw`LN>IQuq0zi)r;KjM=kji*2$ak8nVEqeY;Ha76-J`Q1KNQ~c{tei9@u=S zHT6GO&wjmJu5@j}7it6G5{UrE7dmvm5oM0v5-NRgO@cc~}&m&t|s_+WWk^&m^EJ@!nWT zI9KL9z?x6_apG%~7T=BQKq||1#hMOh7EXS6?K|{Sc!DWrV@E^gcUuHC%8(=E#5vXE}FtgwmotS$59ROGt6U6BC0M_~%}eNF$sroG%)P1By}&>@if(Y6%emm$A|RUxHr64sm}Ym~D=%E9mCYaBrLA==68ra#hHOOj(`4p`oAGf6va44tD5+>ET+H}E0jFz{XUP-e4xn(`;^-do2A zs(*Be-J*Kha3@9^d`7_xG&7s3tM_g;%&Fiz#O4@oBz$p(87{oBCFFY%Q~>|_eI3e^ zZe?QObFT#7CBxc#_T>Xcm@Pn&Vo=iyu6}7|xZVV743AMA#oYBvI&3m4;Fo&u93?4< z`+G&a0_ab+kLOdQ2EX@)(E|gWoX%f-@cYu=|M@qBV$qtjyY<9`QyCrvQ$qG(Rr z?;j|dc8LxEJfgtzAFrn{5_OSYT|75$Qi@`J{=I1o54g2Hd8=3Cx8^BHl`8}WN>`+w zrU2#tD7c*u)Vm7BzLfd*U|@E9w;cs3{@Du3hnk-ww#A_2KZ}sR1fLBC_VlflTCGEDD#Y8;!Hxf6aRmpT-zNFmFpi-G#}ar O{xno|REm|Y1OE^E&oRXS literal 0 HcmV?d00001 From 2450a1fcc80b9e088d63bdc5133d9ebe926344f3 Mon Sep 17 00:00:00 2001 From: Raphael Titsworth-Morin Date: Fri, 27 Jun 2025 14:33:29 +0200 Subject: [PATCH 2/2] crew ai blog tweaks --- blog/2025-06-16-crew-ai-sample.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/blog/2025-06-16-crew-ai-sample.md b/blog/2025-06-16-crew-ai-sample.md index 2a1beb92b..12e5fc9f7 100644 --- a/blog/2025-06-16-crew-ai-sample.md +++ b/blog/2025-06-16-crew-ai-sample.md @@ -8,9 +8,9 @@ author: Defang Team ## Why Build a Starter Kit for RAG + Agents? -Let’s be honest: every developer who’s played with LLMs gets that rush of “wow” from the first working demo. But the real headaches show up when you need to stitch LLMs into something production-grade—something that can pull in real data, coordinate multi-step logic, and more. Suddenly, you’re not just writing prompts. You’re managing queues, adding vector databases, orchestrating workers, and trying to get things back to the user in real-time. +Let’s be honest: every developer who’s played with LLMs gets that rush of “wow” from the first working demo. But the real headaches show up when you need to stitch LLMs into something production-grade: an app that can pull in real data, coordinate multi-step logic, and more. Suddenly, you’re not just writing single prompts. You’re coordinating between multiple prompts, managing queues, adding vector databases, orchestrating workers, and trying to get things back to the user in real-time. We've found that [CrewAI](https://www.crewai.com/) (coordinating prompts, agents, tools) + [Django](https://www.djangoproject.com/) (building an api, managing data), with a bit of [Celery](https://docs.celeryproject.org/en/stable/) (orchestrating workers/async tasks), is a really nice set of tools for this. We're also going to use [Django Channels](https://channels.readthedocs.io/en/stable/) (real-time updates) to push updates back to the user. And of course, we'll use [Defang](https://www.defang.io/) to deploy all that to the cloud. -If this sounds familiar (or if you're dreading the prospect of dealing with it), you’re the target audience for this sample. Instead of slogging through weeks of configuration, and permissions hell, you get a ready-made template that runs on your laptop, then scales—unchanged—to Defang’s Playground, and finally to your own AWS or GCP account. All the gnarly infra is abstracted, so you can focus on getting as much value as possible out of that magical combo of CrewAI and Django. +If this sounds familiar (or if you're dreading the prospect of dealing with it), you’re the target audience for this sample. Instead of slogging through weeks of configuration and permissions hell, you get a ready-made template that runs on your laptop, then scales—unchanged—to Defang’s Playground, and finally to your own AWS or GCP account. All the gnarly infra is abstracted, so you can focus on getting as much value as possible out of that magical combo of CrewAI and Django. :::info[Just want the sample?] You can [find it here](https://github.com/DefangSamples/sample-crew-django-redis-postgres-template). @@ -24,17 +24,17 @@ Imagine you're building a system. It might use multiple LLM calls. It might do c ## Architecture at a Glance -Behind the scenes, the workflow is clean but powerful. The browser connects via WebSocket to Django Channels. Heavy work is pushed to a Celery worker. That worker generates an embedding, checks Postgres with pgvector for a match, and either returns the summary or, if there’s no hit, fires up a CrewAI agent to generate one. Every update streams back through Redis and Django Channels so users get progress in real time. +Behind the scenes, the workflow is clean and powerful. The browser connects via [WebSockets to our app using Django Channels](https://channels.readthedocs.io/en/latest/deploying.html#http-and-websocket). Heavy work is pushed to a [Celery worker](https://docs.celeryq.dev/en/stable/). That worker generates an [embedding](https://en.wikipedia.org/wiki/Embedding_(machine_learning)), checks [Postgres](https://www.postgresql.org/) with [pgvector](https://github.com/pgvector/pgvector) for a match, and either returns the summary or, if there’s no hit, fires up a [CrewAI agent](https://www.crewai.com/) to generate one. Every update streams back through [Redis](https://redis.io/) and Django Channels so users get progress in real time. Architecture -Durable state lives in Postgres and Redis. Model services (LLMs and embeddings) are fully swappable, so you can upgrade to different models in the cloud or localize with the Docker Model Runner without rewriting the full stack. +Durable state lives in Postgres and Redis. Model services ([LLMs](https://en.wikipedia.org/wiki/LLM) and embeddings) are fully swappable, so you can upgrade to different models in the cloud or localize with the [Docker Model Runner](https://docs.docker.com/compose/how-tos/model-runner/) without rewriting the full stack. ## Under the Hood: The Services ### Django + Channels -The Django app is the front door, routing HTTP and WebSocket traffic, serving up the admin, and delivering static content. It’s built on Daphne and Django Channels, with Redis as the channel layer for real-time group events. Django’s admin is your friend here: to start you can check what summaries exist, but if you start building out your own app, it'll make it a breeze to debug and manage your system. +The Django app is the front door, routing HTTP and WebSocket traffic, serving up the admin, and delivering static content. It’s built on [Daphne](https://github.com/django/daphne) and Django Channels, with Redis as the channel layer for real-time group events. Django’s admin is your friend here: to start you can check what summaries exist, but if you start building out your own app, it'll make it a breeze to debug and manage your system. ### PostgreSQL + pgvector @@ -58,15 +58,15 @@ With CrewAI, your agent logic is declarative and pluggable. This sample keeps it ## How the Compose Files Work -In local dev, your `compose.local.yaml` spins up Gemma and Mixedbread models, running fully locally and with no cloud credentials or API keys required. URLs for service-to-service communication are injected at runtime. When you’re ready to deploy, swap in the main `compose.yaml` which adds Defang’s `x-defang-llm`, `x-defang-redis`, and `x-defang-postgres` flags. Now, Defang maps your Compose intent to real infrastructure—managed model endpoints, Redis, and Postgres—on cloud providers like AWS or GCP. It handles all networking, secrets, and service discovery for you. There’s no YAML rewriting or “dev vs prod” drift. +In local dev, your `compose.local.yaml` spins up [Gemma](https://hub.docker.com/r/ai/gemma3) and [Mixedbread](https://hub.docker.com/r/ai/mxbai-embed-large) models, running fully locally and with no cloud credentials or API keys required. URLs for service-to-service communication are injected at runtime. When you’re ready to deploy, swap in the main `compose.yaml` which adds Defang’s `x-defang-llm`, `x-defang-redis`, and `x-defang-postgres` flags. Now, Defang maps your Compose intent to real infrastructure—managed model endpoints, Redis, and Postgres—on cloud providers like AWS or GCP. It handles all networking, secrets, and service discovery for you. There’s no YAML rewriting or “dev vs prod” drift. ## The Three-Step Deployment Journey -You can run everything on your laptop with a single `docker compose -f ./compose.local.yaml up` command—no cloud dependencies, fast iteration, and no risk of cloud charges. When you’re ready for the next step, use `defang compose up` to push to the Defang Playground. This free hosted sandbox is perfect for trying defang, demos, or prototyping. It automatically adds TLS to your endpoints and sleeps after a week. For production, use your own AWS or GCP account. `DEFANG_PROVIDER=aws defang compose up` maps each service to a managed equivalent (ECS, RDS, ElastiCache, Bedrock models), wires up secrets, networking, etc. Your infra. Your data. +You can run everything on your laptop with a single `docker compose -f ./compose.local.yaml up` command—no cloud dependencies, fast iteration, and no risk of cloud charges. When you’re ready for the next step, use `defang compose up` to push to the Defang Playground. This free hosted sandbox is perfect for trying Defang, demos, or prototyping. It automatically adds TLS to your endpoints and sleeps after a week. For production, use your own AWS or GCP account. `DEFANG_PROVIDER=aws defang compose up` maps each service to a managed equivalent (ECS, RDS, ElastiCache, Bedrock models), wires up secrets, networking, etc. Your infra. Your data. ## Some Best Practices and Design Choices -This sample uses vector similarity to try and fetch summaries that are semantically similar to the input. For more robust results, you might want to embed the original input. You can also thinkg about chunking up longer content for finer-grained matches that you can integrate in your CrewAI workflows. Real-time progress via Django Channels beats HTTP polling, especially for LLM tasks that can take a while. The app service is stateless, which means you can scale it horizontally just by adding more containers which is easy to specify in your compose file. +This sample uses vector similarity to try and fetch summaries that are semantically similar to the input. For more robust results, you might want to embed the original input. You can also think about chunking up longer content for finer-grained matches that you can integrate in your CrewAI workflows. Real-time progress via Django Channels beats HTTP polling, especially for LLM tasks that can take a while. The app service is stateless, which means you can scale it horizontally just by adding more containers which is easy to specify in your compose file. ## Going Further: Extending the Sample