From 028989ae53685667e6831037a66df06c4a2edf8b Mon Sep 17 00:00:00 2001 From: irisdingbj Date: Tue, 28 May 2024 15:04:45 -0700 Subject: [PATCH] add kubernetes deployment info Signed-off-by: irisdingbj --- .../24-05-17-001-OPEA-Deployment-Design.md | 163 ++++++++++++++---- ...process.png => opea_deploy_process_v0.png} | Bin community/rfcs/opea_deploy_process_v1.png | Bin 0 -> 79010 bytes 3 files changed, 126 insertions(+), 37 deletions(-) rename community/rfcs/{opea_deploy_process.png => opea_deploy_process_v0.png} (100%) create mode 100644 community/rfcs/opea_deploy_process_v1.png diff --git a/community/rfcs/24-05-17-001-OPEA-Deployment-Design.md b/community/rfcs/24-05-17-001-OPEA-Deployment-Design.md index 96b80493..817edb79 100644 --- a/community/rfcs/24-05-17-001-OPEA-Deployment-Design.md +++ b/community/rfcs/24-05-17-001-OPEA-Deployment-Design.md @@ -1,6 +1,6 @@ **Author** -[ftian1](https://github.com/ftian1), [lvliang-intel](https://github.com/lvliang-intel), [hshen14](https://github.com/hshen14), **Edit Here to add your id** +[ftian1](https://github.com/ftian1), [lvliang-intel](https://github.com/lvliang-intel), [hshen14](https://github.com/hshen14), [irisdingbj](https://github.com/irisdingbj), [KfreeZ](https://github.com/kfreez), [zhlsunshine](https://github.com/zhlsunshine) **Edit Here to add your id** **Status** @@ -8,7 +8,7 @@ Under Review **Objective** -Have a clear and good design for users to deploy their own GenAI applications on-premis or cloud environment. +Have a clear and good design for users to deploy their own GenAI applications on docker or Kubernetes environment. **Motivation** @@ -27,67 +27,155 @@ The proposed OPEA deployment workflow is For GenAI applications, we provides two interfaces for deployment -1. on-premis deployment by python +1. Docker deployment by python For example, constructing RAG (Retrieval-Augmented Generation) application with python code is something like: ```python from comps import MicroService, ServiceOrchestrator class ChatQnAService: -     def __init__(self, port=8080): -         self.service_builder = ServiceOrchestrator(port=port, endpoint="/v1/chatqna") -     def add_remote_service(self): -         embedding = MicroService( -             name="embedding", port=6000, expose_endpoint="/v1/embeddings", use_remote_service=True -         ) -         retriever = MicroService( -             name="retriever", port=7000, expose_endpoint="/v1/retrieval", use_remote_service=True -         ) -         rerank = MicroService( -             name="rerank", port=8000, expose_endpoint="/v1/reranking", use_remote_service=True -         ) -         llm = MicroService( -             name="llm", port=9000, expose_endpoint="/v1/chat/completions", use_remote_service=True -         ) -         self.service_builder.add(embedding).add(retriever).add(rerank).add(llm) -         self.service_builder.flow_to(embedding, retriever) -         self.service_builder.flow_to(retriever, rerank) -         self.service_builder.flow_to(rerank, llm) + def __init__(self, port=8080): + self.service_builder = ServiceOrchestrator(port=port, endpoint="/v1/chatqna") + def add_remote_service(self): + embedding = MicroService( + name="embedding", port=6000, expose_endpoint="/v1/embeddings", use_remote_service=True + ) + retriever = MicroService( + name="retriever", port=7000, expose_endpoint="/v1/retrieval", use_remote_service=True + ) + rerank = MicroService( + name="rerank", port=8000, expose_endpoint="/v1/reranking", use_remote_service=True + ) + llm = MicroService( + name="llm", port=9000, expose_endpoint="/v1/chat/completions", use_remote_service=True + ) + self.service_builder.add(embedding).add(retriever).add(rerank).add(llm) + self.service_builder.flow_to(embedding, retriever) + self.service_builder.flow_to(retriever, rerank) + self.service_builder.flow_to(rerank, llm) ``` -2. cloud deployment by yaml +2. Kubernetes deployment by yaml For example, constructing RAG (Retrieval-Augmented Generation) application with yaml is something like: ```yaml opea_micro_services: -   embedding: -     endpoint: /v1/embeddings + embedding: + endpoint: /v1/embeddings port: 6000 -   retrieval: -     endpoint: /v1/retrieval + retrieval: + endpoint: /v1/retrieval port: 7000 -   reranking: -     endpoint: /v1/reranking + reranking: + endpoint: /v1/reranking port: 8000 -   llm: -     endpoint: /v1/chat/completions + llm: + endpoint: /v1/chat/completions port: 9000 -   + opea_mega_service: -   port: 8080 -   mega_flow: -     - embedding >> retrieval >> reranking >> llm + port: 8080 + mega_flow: + - embedding >> retrieval >> reranking >> llm ``` -When user wants to deploy the GenAI application to clould environment, such yaml configuration file should be defined and coverted to `docker composer` or `kubernetes manifest` or `kubernetes helm chart` files. +When user wants to deploy the GenAI application to Kubernetes environment, such yaml configuration file should be defined and coverted to `docker composer`or [GenAI Microservice Connecto -(GMC)](https://github.com/opea-project/GenAIInfra/tree/main/microservices-connector) Custom Resource files. +A sample GMC Custom Resource is like below: +```yaml + apiVersion: gmc.opea.io/v1alpha3 + kind: GMConnector + metadata: + labels: + app.kubernetes.io/name: gmconnector + name: chatqna + namespace: gmcsample + spec: + routerConfig: + name: router + serviceName: router-service + nodes: + root: + routerType: Sequence + steps: + - name: Embedding + internalService: + serviceName: embedding-service + config: + endpoint: /v1/embeddings + - name: TeiEmbedding + internalService: + serviceName: tei-embedding-service + config: + gmcTokenSecret: gmc-tokens + hostPath: /root/GMC/data/tei + modelId: BAAI/bge-base-en-v1.5 + endpoint: /embed + isDownstreamService: true + - name: Retriever + data: $response + internalService: + serviceName: retriever-redis-server + config: + RedisUrl: redis-vector-db + IndexName: rag-redis + tei_endpoint: tei-embedding-service + endpoint: /v1/retrieval + - name: VectorDB + internalService: + serviceName: redis-vector-db + isDownstreamService: true + - name: Reranking + data: $response + internalService: + serviceName: reranking-service + config: + tei_reranking_endpoint: tei-reranking-service + gmcTokenSecret: gmc-tokens + endpoint: /v1/reranking + - name: TeiReranking + internalService: + serviceName: tei-reranking-service + config: + gmcTokenSecret: gmc-tokens + hostPath: /root/GMC/data/rerank + modelId: BAAI/bge-reranker-large + endpoint: /rerank + isDownstreamService: true + - name: Llm + data: $response + internalService: + serviceName: llm-service + config: + tgi_endpoint: tgi-service + gmcTokenSecret: gmc-tokens + endpoint: /v1/chat/completions + - name: Tgi + internalService: + serviceName: tgi-service + config: + gmcTokenSecret: gmc-tokens + hostPath: /root/GMC/data/tgi + modelId: Intel/neural-chat-7b-v3-3 + endpoint: /generate + isDownstreamService: true +``` +There should be an available `gmconnectors.gmc.opea.io` CR named `chatqna` under the namespace `gmcsample`, showing below: + +```bash +$kubectl get gmconnectors.gmc.opea.io -n gmcsample +NAME URL READY AGE +chatqa http://router-service.gmcsample.svc.cluster.local:8080 Success 3m +``` + +And the user can access the application pipeline via the value of `URL` field in above. The whole deployment process illustrated by the diagram below. - Deployment Process + Deployment Process @@ -108,3 +196,4 @@ n/a - [ ] k8s GMC with istio + diff --git a/community/rfcs/opea_deploy_process.png b/community/rfcs/opea_deploy_process_v0.png similarity index 100% rename from community/rfcs/opea_deploy_process.png rename to community/rfcs/opea_deploy_process_v0.png diff --git a/community/rfcs/opea_deploy_process_v1.png b/community/rfcs/opea_deploy_process_v1.png new file mode 100644 index 0000000000000000000000000000000000000000..6b5cf4afbc2f008ac5bb5963b243639ae311e21c GIT binary patch literal 79010 zcmd?QWmr|;8wE&*)Rk^7NJy8`4bmmujg+)>cXuNQBHbXJ7q~PcAfYr!cgLmX;O{^4 z%zT&+^Lcz86)p$3XYY5fcfD(^6Q!ywgY|;+1soh4mYl4V8XO#=5gZ&sAsPzs3aI#q zANUX6RZT_$u6mq&7x)CpN?b`C4z4Z%4pgsTd0u$pQ<$oW`!i%rH`}Zmu zH8N%x(f=;O=fF4m-{oo$RnM3IeWNVAJW(+I~Tp&89! z|M}g7Q632ydAP}b;es_OSI}c*b2Q_URc-3@{5&P#=|MZnT0-_TtTzTEAzO#2RZYOG zHPnYA%CbLKqiqQ??tZxXd@$dr5KkdUFB4Cm)E`4M`u(Q}vx9@fNb)Igf6SvgYHG>l z>IQrPj~#6_#Y&&ckqNsF7n+$*<>Yx>x5kphLr}^*0zqmWUr%U4L28wOzjaz&iaIW5 z^>HaF+3e>V-YNf zqS@>GL*sIzowj8wA}S7LDjBasshf)xCY6YRudlDgQk$Dvg%)dPgEa^jw_y3a65=D` zx}`YdeqSnv#yJ14d>OSM{YS^$Pw6{5);53Yi+pc4Go~taxfwOfQ~jYoQkk`t`}r>q z{;1FB*O~+&p`h&f#PGnw!;b``?#)y%TrYX#d3t)j#vnFeMW+tM$9dfW92$JGL;aJHx?O>2Ez9bKeFYW zB*bWntM~>gUrG#hqCFqFM6j&1nSA5Uo z0N4|is%G06c_z(rS~fPesU~}UO?TdukKk%-GXg)jIibY_XO*GKhz*=SmWpGG>^prb zBDb`xh?WVI!WO`-@L#dkU#;o*_AXr<{P{i-hd(F748`QMk<^S~HK_ck>asDp!=lgHcjB|4p+BJJJCFYCA%`5&DO)vK~ zyZ!w%!>@unKD?F6TfNORUh&L($)0IgY2x4cvzF}@v(?uA_N+%}>YM+q^>_~ds|Xw_ zt$m=N2~kl|8^36eWU#Y8-K{)n&`V*OafiUaMoEf94dLq(fZ~XSOJOD_?U>9~>bBDF z1e$oS2BD@h)9xWa_bQD#_0R>-a4@%A*L%Y-Mg&knE0$JPB?e5+$F;soRkUQpPTi*i zWK+$K#xtn35R%m|6XDk@0mhdLj}Ld3!nz^;B)kqeig_Z!tcY|_Y?Q5?g?BN8o4=b| zw4oPqB;3-EcgNigHw+h?FjBwx?Q~DsqrE8`4F{h@!N)s}Xa~>Y z7DvWAdmUL%Og!5atXv-ie+%GXsTB62V4mkXx^APbX82eVv8Oo|3`i(`E+XSDZjO?m{rkjw{KS)*MD zB5wz+28Us7^L}ACqAK{XF_g5&7fFQX($a_EYeu$?Vum>QwPwPqG)5$}f`!Xrz3U0K zUxP{5Etf)H_BSyNPv~YfWbZ+WgvGTr=o?lv ze{`!HuKljAuC$)CP86M3$rJ3XjszF)?r+b}4Lxzyrt|;77E2%;2McYj0l%PN#pOK$ z0&0kb0ipydVP+H_gM5E9fo3>VIah#@w<5#HTMkQWZQku@k-yVj8VushAK>RG^*IwbaKdbgt0=W^}WS4spixZ7)h?cBHCX(W0(e)=| zPiX4ZR@N)(^e^6fjBc2frrOm8@AtFByG@)D8lLzlAJm#Y>h8|fbf)~93%QNkj=FQ4EC{RLfGpwU=V3OB`;tC{ zKk#Aug^5TSUQi?DQd>_rZXM%=vc!LHY}8zsot@pwl^|isYlXLCTz-GS03%pO(Gt8M zfRP{5Knti3z|pbStlZ6aB9b|4UGt5040-;rG6Bjtp5yiiN^e;TjEdb(fmYsDkN;Nk zAh5A-W=3;mgenn=Kto?rNI`tk+mD5))N)I$pDFPy&YJ<@{=vbD%SwpFEFX_6p*)&G z3%KCPd1WwxYVLYb(Y?B02xd*I+9UQjRit41;2yLJ@q+ter8O6dHXs=E7zB=rj#k^O zg^7a;j!pgykFXN@!71S5mINM1-Bbm8;2sVLMtgvcxsg;pOweEOe?hJ8H0=xj*uQt! z@pAx&4y32MBsyY(-scnBC9kMBeGO9M`mf=w2ioB+)~zOIEFmz5o?-~1_%f(`(by+O z%5J~3MEUbFX$N7I=%I4)o+DBUH>eU~LUyVPSEsJqx+yM2;_5;Dg}DM=6s4nHa*SUP4^Q0u?F6+4xV;LrdO)+7qwM6zz{>RE4OuCM#?t>@V-NRy#oOATAI* zgL2Nq^&(}YWUrT#$TvgXpljp@#F#Sb0w?y`^&a~vPi5U8|IuTrm*B?}2ZRe5<)6sG z%^t_gwiM~=w6()yhh0Bs$~D#VGB?O)-{uIO;}H14F5b%tbv?rDE|u}rlK;ESgFpiM zcD{lI`0g{wN_Y$GP*BM0QQM%2;C8|m_rq+`j~`GRbcj_~*tT3f#I3~+EC&V#q;)ai zSjYt34^;O(Fm!mFo@6uOGI*f4)Wr-893WngtT9X$a2m6=);^zy)~p!xYLiyO#4tz| zuC~R3ZutyhkA#pc2WR^S&WQsuDryCkG%_M&pUL3j46oyxX9OHfkatc>@^@bx-cu8o z>oZIm_Tj#G`Ql}y1*xa;iNBTAAzfji#6PIi3DhBy3ghA=7I6FxWwRI`J|<@qxR!+bLzIUQQ7gmx>!DW(rRH!b zXSa;f+##8CXvnW}1yJ^hbzZ&W&kXvVp zz(RuN{jPBDQXCgM4`s2+ze_$_Syrh&uNN;t-y<~60O)j{zd*Z1HxS0k5bxVd#cTF) zYz?vs`_1+j6(R5%>3Fo(v@dm&*deiYoU=%%mFWKjE(N^BW;hmRex<-zcO z>l}X%cNiE$fveZ?2-|0h`D!ZOcNb;BTGMeBeGib_seExnO(Wc(Fx*+T3*_YQVD3Wr zWj70N3wbY>n*TMVK=|^PD~K2>;w?;_H|sG>Mk9lR3@W2l%Ii5~Kw(h3`FyA_+(NG7 zbPDSOH-VEsf~C`J?FCk$wvXVHHFPvk4b1JF?R)+8V zIxt&yAX@yMG)B{onXyljpG)DCQ zC?pT~v0Nd8&6a|uPZsP{Vv_h`PB<{g*7V^Fn>mWpg9wUG-~8ia<7fxOZ3^`5HrL`6 z7nfR*R79y{GFA(z8LlDipCR&da|g>22XI2mx125VJ~!|O_{F<=Tq7s1F*&DK(!-IC z5>pWi1aF6EY@larUSe-Pph8zu8Pzw|BB;`f6f&4hBmG0dFotNh*2M;SPvM#@@nNwJXC3zM#MaYq`znUB7H-TwFg z+9xeYbkMLz(gSwLCq+061r>*$+gcryS7NYqD>mWby5Z$zZ@02jA^nk5oIB`DkyD z!HzHS_5a8^;65>8ThzL!U`mg*2PhvzWX+U~7A~*S@2J0DagK|z_2IzAj+ zT}WHX%1;z6)kwSstmDv0hYNTq5-1mv5SIuxIiG3`9hb!rhz=Vb%4F6tp*0;cBp$Gq z1G0D0N7n5(@6mj@j(i>Nx@rjZ$^5K9xojoG+kkN>NrOK|lHPiF(~Q^?O@$vDN`8wx zA0L}xEebn2Y+g~myAE~F7q%vX!4Gb3cQZ&t)BIO>tg?{6N`I%f&_IgbVIj5`h+QIn zuu^dfl&o4Uu~s}w5#Al^zdJ|ZYkRxO>PlF2p&wn8VmLG9t17!UV5-x8SY2trxb%P>7;FpIxuM-n|?B%Q7VJTblu5+zLGWBJRhJk_y+KRm|_T7)i{Al2yEevBt%oA zr4YXoL5w7hBgv0s9*gsbFg*ILWtob?G82=P%cd9ox&G;At%&KY`o%1U zwI9LpqXy*L1eg=1!@a8%oSxE{1b}QnWPJ*#BF~yyB0~7H3iF>VNBn~QzmL!uP5#yA z^A`#O|52^~U95`*s1N^px&QymH~zo<7TK@BxX1`#O&Sy`)mgaVyfO5$@xM2uR=9QA z=6zY7Bj6^V&FjbpXh?Gkzxch*3PVFfhy1RW7=QuF+h&-KjZImr#)uV|8MsU!aFuELWI``Kq6e9d$MaP4Bm33()dsCJcUOlguG`~`%*uc2Eob;KRX;!%Ztm`w-$&Se zT?7UuT}?pXN-aXIj{m*AwnnX`r3E8V47PZBd~n$sBZ-QPRJG?`!NK^^6N0+=yUtvG zNR0gV@86|1+muu{@nz6R(a?0 z^75X*)}5`^>%R$-AM{rsb8%q1fy%4=S0xqW_Q$El}6&TJhxEht|Qo8s&c7kMFf zwt*t=e988nCD_$nyT>nh|BgbkT+(+>Q;vinc9aVg5Ty>2R%K~MVMxy-pm|Q`x9K(7 z%KHKU!1%)tdzK73FJ{nSzo3N#%l%&lq|Pkky9WoA zNH4~b#Z6m!)^03E)606i59b?a#QcC!AD5K0{OT{>wsE_Al|Yk3*bDj4HOlu6M|-H8 z2rmO&;UZC3Q26GO=@e20KNQKQr4EVfuco8A*v0VIdcU=w*FeWVh?o#R(Ed9RcRtO& zqaTU4NF+shgmJi1YZ}6|(&}2`oz6$}2YV7Q6m@m#@@!w66>9K~D+@{8>d)!=q=B-%=Y+I+ET z>iE%GZ*eh*KnN0Ui;QapI?54+oK8Sw19)1mjDq) z0XWMu4+s~WQglZo_PxUShC2*>y`f!7va+gv=+5Ehlc+m2MxEYrK%3SefuS4*CieTS zc@-#u&L{-kHMR%cPQQE=nRPb!5JLpC+a_n>1~NZ%(}>Hlbd`Uwt>*IDg^)cksBWzb zrOq^x)%99DP@Dzm0u96_s@R;SP*zi?1o)~}JDTx07et+Rv95j5h!tp+0>mbWEqkV` zSVWwCBbI?Kn9FhS-S8+dkYKnQS~?Hr;*Xv{ip{Nba3mHQ`J&8+3ARO|(4<>1MTl?W zTvMjGPN$QhPM66c*HD!)=9r=2yT!l~Lhxt;t`mSPHTZX_PcY1f3v!2CXZHmT|N8SSiTF)VueA;{H{w^c zBzq$q38L%ZZOMPIDbMy!&C?VP(+(q)2&Isi&ua5SWX~IDZ>8>cE*4pJhe%A!?7qIf zUnor=P^~<~%nYtsNGJO7;o5jJ9aSN$Ro41hjS}mj!`v2iS{0kWjSJ%0%W8%nTqWnX z+>h`Ke$9nMABr`frOQV`Z1!@Up4p+9)fy2>N9fvv{(h;p48p!-$8*C#dNAeyEA z)%zxspoOt`foX>Yaa(nXaP`=mmecKW5}EE7(J_^dB~JQ^g~y<*VW~^k$botovKky2 zY7)8=O2@*CS)t~Ru;;!IY)3jv9nx{3V2YSz+Y;AniMLL$iWmGc*nKFGn#=t_XHy_E z*W?F#V&Xvx!S&kZM||; zASyGj66FXE0Uu#lwlFD6&_0I0d5S#@{s=FM5v)dCzWM=uln8PMCyt^m)pEAP3cdh4 zV9mXARgK?91rD0jzcb)+tZETP6gU*b!RdkV22~58#hUs@`|0EEgR(aDZ`kp$iV{N06r6muTA zf(VJ;VBDqN7h)FjAnOzV7ygK90VMA+Pw09!#g2^ig}O4xI^;IkD()^KKOE!r;;Xgf z$cAe^%5*v%wjyi zlr(CK25)N7CYg+gX@PakgV|=P8HkK|Dyjqe8`7Ezj!*mnB0-~WN{ocpLct7P3rCp@ zgl8ut4+#=9%LZ$41j@7~wNW_4gNSQI)`&6FliuQlctBrJ%SoJX{m|q>hVziIXpkhm zNnuba_iCF^o{pH1Y=4hB*teHNvPcERn~&C^b8QxtG$GLvZ6FG9i^Oa|zD5WNa_#%U z(cEMqv$Zd#u{F&O60}A&5PxZB2@Mxdgb@7V8-Ux6*u*?Ulr}^Iz54Z)-;=18N*6C~ zp9}+rk(X(QX^#Nf0g3Ejbcli$2F@jB#SS7ep?)OxL%u)ZXwa^$jnZ#Bq35AtxW`oW zit7SHEoi1Q^_B{B_i*#UcB`%V?BJYJku}ebgcj7wZ#Wb54GAELBg+$Bynq^X>OxvI zrnl{ZU(Ha=l1%&pJvl>31I25fXN0ecvT19Iz0yC;%?<*Su42Djnp)46d5}ZHB^D`Mm)EW zsXv03*Sc&jxJAAr94mg9M0WAX_=kY9!v#>Zno39@(J%prbJfdpBxXc|wbfn}-hl(I zhyT+s_kUjyMkMy)Q)G>1h1M`&^OS8BN+{}d`#*3gwkXINajrv85a5;|`p45=AJ=emvWe?1=|xu76C$eQC{U*ZRdQR;YR|31oi$^z)0b?cy{*EIJ!ZbecY9b)58K zoQ*Ko44wZJt;zWC6Y#ugSN!j)?r;7kaQWUib*3ize5Oe=_zNgVHU*>o{qLUnIN+hC zz93*y{q#~omJ`+42tZ|R!fL>PE`BhSIbhq;rVU*r1)Roopb&KW`|u>9Mczq!8g}{W zKH$DM>BpQzK7IDcHiEj(0fwSxgat=fySi%9s0@e_z_b7(r7q-Cr41#jCopPtdAEXl zsqh*Y(vopHNHNFrL~9mb4tL4{)_0dQ8Z})C4RyzfLP-*R7vSmc0fCC4&LHZpRokQe z{fgP)P8rh}hgeB~j?x3S*6_x0*#JllumO!D9T;xPs3NgCIywpio*w^&1Efq;gib>R z01j7I@4Bu0@cP&7Y_%aX9=)RKQKL?6eEmW3K#%7R(7m+h`uXcFb|xi@m2=Cvgvm^A z0lv=VfA2})ihL4f{!-f#dz~@h;ZmCfn4acW>da-l9xmrJ+rPg!l_9z6yqdQw$EoeO z-TF*o#^s3W=y;5|4fWpQ0nALp#?$S*fbk~#-x21sfYOzLtJd)vw->|p6a3B7T(zNo z6+pdPc>~+2A0H9_-UTlD;1{0+*TR56KpKa{BECP;(Ztt~96=A|Wxs1fx{qA#y%K?b zH)|0tYrV+3i>=>r`DKw%Y99y49EVa=L>Ql){DC+!1;7&D0A`nR%sZ!8{^x-RmC{qJ z@f8P$DqW5^8AsLl^RWq?1+3SZIzmE1wK}tRZbpGBzpUB)an(Q6~&HA!fL=DtFg?l)xyr}Pz@?7DnAulTMZ43 zJ;CFSZ&!ZjKX}WsRpmNA?W)-VaG*glA8RgVW@cvV;^I0)^6wmVf+PM)`Q z1A`UE6LZpN;t7|3+0ZN76@bBO@iMb8|tE99r}>A2LA`|GWC*pm%d-2!Cf-Y z$;tP{idhAf?`lc2R6Iib0I*TZgN%&G>lT12T6}L^cK>`Yk?#a1=jtoO%D(lm>0_si zkQq$yIK{Onpm6QZR(%#ofFH-%2UUv8HaZ?%Wde?MrKF1RWomg0Bbiv4T2U&&{vWG6 z&F!#$^li!Hc)-Xm_tMDoIpW`3wr+qQ{Q4vNx5h&Ai=)eaB4fpU)c=)$0nwa?lauO0 zEM{Cbcr1|*X}=aN7+A2FqM{-_hQgNjJH4Yq$V}gfae*^0m&Ijy@wSa@xq`TN-vPtX zLUSPhvFq+=lxw`hcBY)mYMlIbBSi%Ys0Hi0A}K{okHpLyz?)+D?D*ZP-KGQU%QBOshKyP*6n|5c*G+}wM#)XprPnT3Ky z`WhZZTfTwdX=_zJ(#0YzT#Or4G*%L{j1AJ=TE|N`ZFVyQvm^78W45B}{(e$8q)vm!b#Cf#+YsVyc;hIr61C}FhU-^M4d zBmI|mdy(5)@43kUA_4R)+Xo=S^PW?epY^BcQ-=Vd7DJ)E42s0Gi~$LYVPsG6{(AS* z<7etC7KYXINKZzKN6AVJt+}_xt6PyR%q_GMJ7S@m3|n=2x~9+p67Z4`i+*@JwE?v$ zyd=q@AUfmte_6W12~MQBB|;QkvZ_im+avII zT?hROU7%aaH^--*J`0(yp+E~%i~_ZAuM2qz6RmHq)kic*Ol%@wz?=OsK@OQ1ei7NQ z&;y86#-nI3GP!pkRI4MA$fgD$1EjmTYUT;ZM*O}vwe{|sGkY?!@Bf9s(5SKK@$4d>9(Fq?=6>yxj4M?gThnEC`h0#}CPP_fy~R=!^d&zBT5 zsp3Kn#$XGP4NW3SghT2@4t55l3*9S*YF;3%^7fYd=uc^g8`_sK8XRZymb?Y{OD=}7 zo?9U3Q~}gxHiLG^3@AznT%VZrGM$}vTFeYfB3kgj>>;BQ$HaKlB8yS$Ot;~4eklYM zM@tu_8@9(x*MOPmv<_69>KzI;d1i@?V`7;j1n?O<^Zc%KQDShUW*1vs)50(i5L1}? z-cHmei(e3PngK)ZZ=jjzvJaD@5lgaAqm%=dHrhs0F0Y((I_?^#Nh1-d(dy z?cIvP|FU&JqH;Ww(|n`zdihtg1AWP-vmvJl81TzFjgkXQCK6mluYQ}?TaFU$u5@>2 z=V4faUJWTndey+L4lCw{NGznK4rcSkL#BO=N+ZsN0k_rGp(a5DCfkZ&HqH@=Za^i0 zMT5k+X?obxSO@NZc`cFQ+D*BKv3XTloJu;hh)5*SD=Ujj%EL$9MiMdNginkckya)JRkXl(5h1W4x zrXYfN3fxl*pQz+A-v$xu^4C+YdK;3umO-uxqs}C-f=a|_>fK1xOsD&KXsYUsq3T)C zC^-@)((q8ytIMfRCToGe1Jlq#KDoj!cE1_SIPi`~;)`-P{!v#ErjrcEOd>M&J#G5+ z2Tv_Ezkf7#ClsImfT}9pE@`(K8-2KJodloZrSq`Mg>5YPWy0jh)UT=m>&tkX%~I6& zCd!Hu^*L>n6<3C6@hPc7LyN!Q>-O|Y8h%1br5ed6_r6gioeu9A+ys?+y^COZr>*)a zSpda8Zi?0Hy&l<5lz}qWoQZi?sdiLzD%mMgcjb1OZ@I%>Hl-+gUmaC(w&#@dq(2sT zbz6L*=n*!1>IbPW!5vbbl0irg$+xsRZVENru)p!|C;73uDUqklN2>$eYQddwIjIYMa z9AR-#1~y`m5U!cYO}>+V(crmj@GG<@zgw8jNE;hODT-A^@3-F?9UxWE(XbayZw(Gk ze)BSsiK3i;*!Y|62$mA~^5$;`lr9V97KA2>T~@vq)bnHja%_PD%XRI9;o;S+P1nfI z>~z@^U<|U-$Kdy8mELPvV01Ig;fAXsMtEcUrsQZn3+@@|xP_3AyizU77 zwM|W<>j2{0jeN(3j=EWGJO@U3>wN#1=qs-4uk(92i_j;wQTXoHN<(RCca*k9(#was zoccs?Aq?pT>4q8KkYv6tlPxg~h0a>exV5PWW_&gFpMVwREwlTT}B>5;nOnW{stF=(NT@tl0b){8*R~BAAw%VRMxA_xM z941_7yIuMkudykRQBTlg?-1%r{A_sXQu}*?6YjRK1J$$b8k^)#&oK z!Hs?yhRBfITqAk3VHNAsHeNBpPM|kgWo36b{~chuqcE5lTRKS$T?43l62Pv@#rYVs zR_};TZ9uwC=l822I2r@P03z#H8qyX@!L4a#hK7e1I{-OlRvmU0BjdlHVco*;W!bCp zN`U)f=*q^TNw!hp=f8$t7S|=5)pj`*r(y45tEypU`#Dd!#5)XHz! zQqIq+({azy2T>8#=Aaul4K{SI085Xety(e+5dGY?u9zu+lb*Ok+jt!4E>!I&El9)` za3~!tz$3y*=N4k+xrZ0iss3tRanNYyYV9!|CR1^E0J#)+^rpYOxFl|*_?($TN@*uB zcr92{@>t$Dx0CUM=#|=Wo>x!9*U9q)*RlYr7xHm(vdT)+*rfSO=O3z$-HqcF4@LW? zk5^|jwWqztP7@-v=iXW+s94zE87o)#!TI@0cIUYU)s?BRwdRmkmDz%Db4w|F=r1Ll zKJM|)I6Nl?Lh!Pw!ElIRmuaAqj>A{}6eC0c-a;|7Ffz2yXe zn4#ufJUM?sMkeuFTaCSE0Af{Bi;9a=^4qU!o)!!&l8nGE1E%_!Yg{$1{EDwAmHJkQ z<{Lr9MQQt#l|oClt&#LBsTE|UTOU|+%LN%@qCR&P{nklKuKjJnPefe8!kR6X3|q-b zwMxH@EVk63$dBT;xgND?teMN(rdu9+U}ccDwGU!8)YK-kSv7U!V%U@jouzD`(xPj? zQy_`>bS^Z%q$-$E)buU*d*jEvDY44NB|Blqp+H#mx|y8-;azz~Q`+iI>=9*F-85|X zvYKGS=I{%Zv9InUKRJ!NUN>9|?4gz!TxI-4ulzEmm8w8`&{o;Z(f;d^>yK}4MOG9< zHt&bU8_A-$O^^kt@ELF#hy0fDTLgLL_Ox6$ErshR9j0`<^Mo^AS&kNwO`S3Pa@{%E z*F}$0N-nfWa@Qm;>UKXqeDaVsGCXAV@ht!rzOJz@sowHtUl5pg7=h-f=4wh^x^&55_~UT-K=MxIBu!no7hEzJPw)L*?s`G?6Z?Q=%A2;Nb^4kHFr_e`Q71**pU zeXJlNKR3UMLoA~9)>e#w|H<}OgXNzafxVW$b7pVf<54p+%xZ4>XGl- z$*VJ-z-e8}Z?u%K^T=vqSH)9&?_&H`#`*hbCxw$RCP&ODcZoNNeyg!viI;xuo0D4g zpCGoVyF8mhq~Gk>s*jd9e_H|VBtKKgtA1oWV%QH0+!pKg4WOzs4A1F)n3OLu;~x_t zF3S;of?p9A=dzu7`Ynjm{a7#9v7kt9WxKTORcD%VRO6`qBdJ9qBcx`uPJx^I8<#q1 zV(T+A+8UTz6dwA!I!kgQEAC3V8bFK$+1Uh+6eEf^v34!rxZxt}s4SPkk+9}KYzoVu z?@3xh&jlbAI{N9!*_Ha?mr3-=5B>>+=S7 zjxoP6!iz#5Aq{smBim$U`V-Tv_1La8sNNoNXp~fc)L~Pd!uB@DvZCqXJAHX<6Y=G& zP4CV2((8l_(jxoRB6eDObHSg6ZM334bE@ut0)pKlNqD40WkwKZ1QADQMt65Nt`VO| zMe7$}d0WKSiq3sYUYr>Wo^hGYz9WGhzw@e8(!DKJ@y3mXQ&JRubDTVHJUgj3E2O7_ zp8GXUeiTQte0bmP-eO{fX!>kv+^$^t@7Wbso30H>H$;DV;_B(#Bu+>-$;IqPtCL$C z?;MPgI`Y!d!)We0dW_UieXng{_#}(Sa%@pys$T8rJRb4@k`pMVK+_l&1M|!&m1k^u zXHqzAS8RQF^>@o>I5B{&JT|m~J{xAKD#?2*x1Yh=;7{8YZnVp=CR z)nx0PjM2ihT(dL>4O_;g{9HNC?^|3#kE`C`{(EF#aNh=jPt9%=`Bn~3UCC`N@`{B_ zTVHn~wh1%OOMGTu^~ZZQ8yd_g&2ZbxHd_QC*E2jMSUJ_w%_teLf}GEfQ=n^rJ2?Kx=h!;ATKB6>n^&qyYJ^6!#;LZs3uOC8{SS zO=0mkoY(Zjm5`MStPTgX*%uW4M2kLSnVgbJ@ptPn?DEIUoxjuujN3lR0WLNJ5xY?; zka1&9dR8al^`4(l0lCZt{jRUCSK~AY@5gWmUud#dFQ@>#ZG6MfL|o+m=HDZMOqOOq zwsl#DqVogF785h@NK^J_>PkS4R!h!5VWRb4AS>KjXj9*!#7HVhhwbQ-peHCL^N8lX z&x2Dga;!YnEc<1Sd;C#^^Lb5_gJv+u`CX*^+FDzO0fjGZ)9!gTiv>x@zrZ)T24#kq z``BCUYK^}8$l1;fyh*i4a69$-E#_KSt?Ss~Tfh)h&Q?TYbauMP#epQJ<|LOB9tPOZ z+U@_A(v5Zp5t5t7zYjO(PRVIv|EuiFNisLufkS-R@D!C4@lxh%rK6#?SCO69un+~w z9`T?F=U|6W#Y29gYXjiFp~7m@>NNEk9aTXcsn=Z-7PC&~ZUouSGGd=$EO{>z4#206sE&St?cc zy*^O|rj<^OwKVM|y12v6JRV+gF8D`hDCIgWW%$~w^f2nlYqTto*iCridsEE4dw^Tx z)btOg&qQ8yVW6(F)&wd3AG{`)`fj zMHW&iQ(TS4mZvlGLgMXTp5iVvy3?}_R_-)jIX5Oj0pGK<;CO|G3nPnn#oB@3Nb3BHU&e>Yf)!2kaCx+&Ehky>u9cHok*r@ z^aLXI!_3Qs8SQO@3t5V+CQ;d_eExY(N@XpVoz?-{mCsAer2-HJ7NaZUsPz87d!>F0 zc^|=7Z3@((;E@k;)n!fGu1sL9wrQti^?5%Q3S*hs9E^|fQN0wcwA@f&JaZ1B4q?cwj0vaC4c1gvw#O)p5EV>;V zK0Q8E3RpdL3(=_wS{bO7H?gZxI;^q9^AyWiQC2iwXtZ2Z{$+Wq@EIwQ^&XwO75@Y3 zJa3sjza=$u4Z5HrVQy+p!N^b4{^4YG)A}2W(j2VVls3!53q5*++}t9$&Ndj~^GUS> zy9qgYcw_*NOO?3+m1+YxC)C)pgl7vUdm}U!ETaQ+lh<3hH--3|Z&Cpk7VEhAWi3Z% zFTGK-_w_K#0233nt}$L+6TT8l*0DnC-`^EFN(ViDF0dZ(?X^>6$I|!Ui;C^?V>$py zj&gw9Mw!ak!sfpU2-i1T{zV z_QCAzTpYI(!;37p)=a#7Pc1b|hObLDCc~CtMtF73&bWAF48x2$WB`H<9df$uY52tf zl|?^hD_f7uj>7dCyL6kzT(6~qi}r+A;Jo0#vp_r?i453MhLiR{zLkIZ1_Jdxt_U)WB3@1Iina|_Pi@I zfBZDqxshH@gk)O#F$Y8{$R{hTnZjldU*q3XG)pu52T%5S>n158M>>&7!m} z+xWWR)tTJSv~2uxDMqEYdUXyfWw7cFl?+om9W z%Iw3rC%EOOWP;6!) zfKKmY<5>^Zl0$iOpP*W{W-XDRox1Q-B+{+FcHqbBXeh0r+PBzU?^V<)-_au3Q|!15 z<+nMPYDu}v@7GDlnU_t`xwfq%4PHcL6cZe#39f4|)QoCXjb{bwphwD2R}&S@>T5gW zTT{`F3Hh8R8{nX)pB)vWXF7(>xjUp!UXse$Ypc6|x6Bxi3D78X{<{VRi;Q9`MhC5~x?t&?M|jE2 zlB~vM0p8T#0FBPSyO+QqV{_S&Mz$)xVokzx9xOG$Q1N$J_n5u=5M$ad8p=>4>-4FB zML2B|`B+0N_P#|>HLCLUp&oYv(kQ!+;-%9AUlpYk@p@lv+&QtB)PbiD%V2)`lv!xm;Ghg)&`9zrEuwG$Sx_TTol*!A|s=f6+7h>w%RbGA;*Vz!L#9i ztW<_$s*V)!3`KZpHiBki=v47|IJ0$N_p6jy)lvAb2i-E*hcOm-hU)U+ynL>;ysUom z{HcmcCouX_esr2I=4Exw6D6;h7)CTcaxHUJ;lgLAyxgGIWFvvPz4)nL|I1Rn(RxbC zhP*}Sg&~*rUB}le5{FQ@%T@Un>2|g&1_=#4Q;X})D!=Iqmhx!(J?cZZkrJ_KdslAFtSoz~E2E+1>k30i61$}jNR zOS$Pf329Kx#&k?}7Ie(Kvbz?9I@@PzsB}$N^A`E>6Ci%Dd@nDur>?ua`~Lk1pU!Z} zLwV^{$8=G!bvu4KAtBdp59-EnojG)BYDyzhri;Hr<%`3zUXK083*02FO=fvD+vps0 zEUg6)=HXk@t?H=ij@s?)?w0v^c}wmf9vM6boH<7tmA7`RDW4k>GxVBLG>wQZI|~eO zjqR3q3qYa`vNTsiz*REvAb3dq_|I@CAWqIgQ+oaVy#?GWRFzrZt zY;7;qDMQLL^HcU8I-lXasF7G#lg)8CCOgR}(K9mItT^U;Kin@(n%d4kI|8siJ&iFV z>wF_k?G&A!zA&-2ml-Tw*-raf+=fno;6Ow+s)n1F>F{+Vev9C^dK9OUM}aLTBc7mQ zk8by(!blpBwh(diFd8} zCh9#7stn!yn2l=N$Lvkay8<`yrl+>==7Ei{VB1HuC(;VhS~q zZZ4^Ze?MTI+w4s#f#bcum8KhT(zUjNm@g-HJpIrFc|AVHp42Y_0+qNj(A)%mjmmo-klr+N7 z9Wv52NOz}_Lx-ev4;_M_lp;vT&@C<9@~yd_@AZ#ARA9Dy?Y-6+$K|0l#lL{-bo;^MK z7EA|sd9WXCzHmr96Tl7$pw*OhWZbX3Gs}gv$5jb%IrBnyxqnqBCM7X6q}3$!6)|N9 z!@^(^BkwQPtR6MIjlNm1|Cr+GGNJPP=w|A4#m15Q`%r3H=hvPJ#=5A%wO3H+HpnNvxHFw-ubIg2{p&F^RU*}c)Mm-p&4Kde!u1-hZ_qpzD?x%hK%;3R(j z{1OLu{NK|*c^9+WfBvu$A{QC_EbE3>A~_%(J;zlb@gOWBvc(*hutFHFM}J>BbT_Q- znVM~5%?2BpQ5qa5@R#1sA3LTil5DP&$n*w}7OpB#2VB?Mx`d3#Q241`6bq80RlmZ$ zFGkvn;PyPEv3j?ZAX`Q0-0+9;N82|6{au`zN2ANc2uV#clf8@& z&3*Zt|B^FqBT5X4N2EgttnlL|(H{mWdRMx-!EFl7-W#r19IyrEigM6;{wd)nY_qvv zBHKT7biTC;V`ngK-Ie}>U^mkQxQVZ7Qr@aOVUgvI*agmQC#0MzDjB|KMY~-ayblD& zbieoOcwCt!T4!b%vyf~G>a}CaZSFXV4z&9=4Yr@VkL~lmWX9yf${?V}Ph_AqASF?W z*m;RvuzH(NADM_od@wY1q+a-tE*CnMB>;MR&1HKf=uCP z;d-JV=ad38wt+VHoi%Vk^I>mIE7Pwl&@R=WcMPTj+v6Moo1ZVGLWm(WKq8X1YDytj zkX&fiy0Q;plG>a>{#h-?`S=W)*p?QwMAK?lCtfk{$*blS9Q22cSw<+1s$%>v8AQ8f zx*N~s0N563;4z}?;80m_J_BBga&ln-a-xce_+TJ`A&P-qA;Q8N6CaX8=y7h**zX7Qv z@y+a(fZH}>5C;Ucn(-3jXD;sUa1iWK`S#&SvEyvhcuUEl2cdbD{@(Q{;{!-F6b>+Opke+3 zkdjmYhfo6XfJt#{4EcBOPSgtU@rK^>zX|>vj6J0OH$82$iMRQ7;}(rhx1RK^0gjNv z>II}&8OkQKm}er9^5%)mZ)2`UcuftY+8EKFK7B&_m&z)>QT#leDzftXvX|-^XarM)`*RUAdNyd3=ua zL^HlqFHNHPcJz!@y9t# zRP*u8*SLH{$Q(uOOAvR0;9P+i8i&gKtaEqO0;i1P@)tHAu-#kZL94?U!^od$uzn3K zepyMe(vIr1B(ta${9$N*4}Qhbh(L6!44FX*TPO7w%4`HY9H!Z3=jnKcu!j^Nj_@#@ z{d*EI1yyY%i~U{Xx|19mba;=0DC#Yn%uyuxf`cII zQ@MgQoWjnCO6?zj6zE@YPs`mfkglz&>FJ!c8lfq~XZmZ3-W7UZxiTIkNiOBZ@qOhS8EXD z2|Q`RZfVWIJUhFEqN-}%u;2mBt!+2QQGXD}ie;Mr%=YUB#Q4bsYxXiNPsZK&(L zhnQyK;Najso(JF>ofUkUea!T*NBfnEO?8(2xXfMu`?6w8!lFt|-tx*0AT}jIOV9Zu zOvOgEjhus?T^?AFNzhMUtZH7TFnuag)|QDuN-j}zFT1kW->9Y|CCL(Uc|2Fcv7_T& zr`{s@h7oS2_8z-s?bBXBmIVFYimf#D z-f_8Za65D3^k|5{@tNxar$i1nxH;a@)lb!!@q!fzN_1Qx0VA<##1P&K5-W@kun1E? z;%!jR%)b~gul6ZM?7Sjhig$K>)msthSq1whoXn)MB?s=~Z&Op~ugg_0MveR!N&BbD zQ&>D8C?&|dyfaeOz{kL{(XjeEh2;PSwFgx9a@zxFf~0iBzhp`aL}SBAj)g zP3e?LM(iH~5up4>$E_jJ;B6|K@xfSl+B!_XWU~a!%@9$SXe>mINlnRS0Kc7^ zH}IFlJg%uegHs?6OQ#Q~8%Wa>#xS_Jx%#HQS|J$2h%N8q5TJUYaE=Udf+b6v{M$~Z zqS`Xe!ibpj-VQSq(*ndF*ljKdG=ji!Bn^o9+A!SXVkZN!+o+r3E|v*Qp@D6mCd*Ga zJqoia@Vh;Ngep_b@y@1L;h9WQH=4iilfDG-)w@Fc-EX?AAKQJij(Y;WFU)=;v`dkjPaZoX6Cda~GnK!IH+ip#!&e)?Gmzp{=tf{YQxjeK`o*=i zcjt%69IH<2u$wj^4WB7>&*xlkoS74G28U!K*XTO$P98dHxt_iX+47lg-09D#j_iB7 zkuB_L8gOG>!o<1*2hZZCn*bY7?|beP9sB&&|1E_GWWvSGEg7_WD^6{Hm6W}fQS6Zc zO0B+83hA^1r0t8E%X%1cov35s9T~we;4y*cktL z!+~;<=vj?y4=Io*rzmNNG_PGcb;x!=il=0!IK4X3tKr|NNxz}JQ$q}4IsOE@J?ra6 zPF6FAcAh}{O%w6zCT&=g?sbAV`eugfvs)ja!j=1Ds(&C{*ryA{=>2_Hh)#&)>3IQGv$Q+U2@7k3Cko~pLup3-6)wULU34~bq__vm zO0@4V!p*dc{Cv!t4d3QUl!3=DZVY(0mQ_XsP4PgCpRt^Gxh#i(3id;M@NT6UT@s$z zhYsbse=`439Y}~(p_F;73~V#;wx33%NylcD#YH7UCtBZ%nkuqPlO$Y`FRd#Mpcx&u zh{jAY*_9-<2YDk!c6VwLwJLUN%h|22F9h_z)|llZy*WP;1m;Lq&(CT`E06e^EfU%o zXPdmpAF_t(x+19pz&cK_P0O zKwFX~tt)$lbiunT&)VqT&krk!U@3Gm`BIn)bDBLxa*{oMk(^EAdsA4Df>9+ubL2C) zNA{4c3TM=)`y7G{>^`HR%TkbJsD9DpW80(geMTPa_+@h)kjlKEX2V25v1L{PQc=^> zfGda!x{reRW;tptyj<3a0=^F1G%z=&rve<8Om~%AzgqOf}YT z?~W!^RBzm$=?5&3vE9v5v!N0xPtD#L0Lh(Ml3mB=##J5jW{+JDarW+N^4-Fi8&8bI zP4C>C(b+EiRLnC2*D3MQr}*JoAh(MCI9={~a5+#$}#7}Q(`n$pO&&M5|neyb}+1e zd0!GNh>29Fc{OZpR6U60&oTHjqMG0C2Q#^ExDTVXNz$fhs^00iNnz@n_csFf3yjzbXs&QR?WmUZOLmE}Y!@%Q|AR%SSEI(?>VS6T!^SW5CNt zl9$ck_90?`^sbu3g_B2_Tz9zG_? zr$EnM#I0okvYt|M{ZqSk?J~%bTykptpWYdPI+C*JSbILr@issCx`{KRjN9>Sa$>bR z@7%=0_nF(wEQcN}O!_RHXDT#R3H0fM5>_tt{ZZrAgBLit-3*Dx(VF3dNWpk!Q! z5&jSz7>t6_$Y{oG^0i~lNgG|^jvy)PPDkr2r?XBjgur3SrB}9Ff34=Jw!5afGy)`3We{?N$uBM^)nD01 z7LiVwRCYWP6_W{RMhG%iYJ1nFI?Zn{eqj`g_*P%q-r6O4NSw&p_+?)x$SbFDOs=Wg z)Ut@GS=yy_*NAI0=Nn@2BJ6lA4BIt`LO4|`^ul08#IRBG;#;+Q@18UD<1l`W?Tt+c z3Gb~)z>ZQ*TKXd=;w|xtyN6F{ybad&*A>x_a-`1UDeNYLSS@d{;uX-SY3x+0e0j&V z3=kTqP!BNO;Gr=;rYx(o~PH`(6O=To|&GfrLH@9{CZ^YDR}5zdU_JW zbM+_5e5ce~zA((GX5cdnji)@K##5;qr!cp+WnQIzLC&dm&jgzY{=3LZq&WH!S8W_h z2BE2P3g9u&L{3dCdJz^11nV1-`HQ&Hi>q2DC-WQEAQa@8f74MJ`D!Pa==n3tkm)2w zM=SqDW1{eOIkhx6ScR5;)@=H=#Z%cQyDsci4BcL zQ>cDr|G)k6qjSRDE0|HLlb`D?kAy70b7j7@TZ8?9a^j#=1bccTC ztJ<_1Omk(g>}}OrS|Jv6u>W|x-Ht#_IIC~vg%qutxzRwJWaxUJ#Pu)`cWkaNUS}or z(it=>>y@WmFS^OZ;7<9>HIVFpI24tzC@0g`CN|Dk^$6t}sZpiHtd^JF zV!bt}BkjxjIO#y&Ax6B86ezyqqnr3o9HZ~~33XTAIu}<*`Xp2Os?_ty5jUL7&Rrf2 zkIdK}BiArjYTxFFv6E2?O{?&S2=iEp-t2yMx-5F*2_1WIU41ziRD8TXM!*TLc$(zY zQU4|xiSOUs=!u!= z>j<7Z-tXU^RqW&+fYyermsiVG9}xtQdPq<3JEK0aggvAwZsd)Wx%I%t!%O}Wsg|(~ zihbdrJwW;~fizt7jiWW8^!T>BUu|8OQgE&`Da*TJ}NbKFlo-teITMkF4< zt?T!Ntf(t8M|jq-+`Z4n;{ICXhIbj&vp%0mE=NW+4&hR_2U3oAnt@t02E#*ywme~j zNH+f*R#Nj)weVsn`<9*_^`A%Xkt>AW?&{Hg_*u=OWaSeCg7PikME8rt^m_`FM@!5v^TR+*jQ^z0}~ zu>wke-3Ya?G0pRSPkK{41AJfIs{Ax7^ny*7B|(r4(3wrm{JUfCG0&MuGISry-q5jm ze7rVpP%5AzFTU}x)GK-N2k&+S4W8;~CN_tNh!W?Xe!}djOS~e-coj_W)QKt^k6=vB zyp+^wk5f0XGn05PfBu(XRn16)!2P}<#F2TEAf%CveGvonixN@CWE6C})AxKz1&19; zBkrZ~)N2V1gwH>`+n+PwWe!^tdT7dwja~DN(kzvnY`eTNw4WrZx&%60mR@pm-}N={ zq?Mz2?eU4T6ra~kRj<3us#4e;uH z0e#|_ygb|bi`}RXA5wvKw`IhPWfg(SUx0iG>D9ci(`PE>m^ZSOFs)Ec~_ zYR!F~U<7FHPb1kPT5TSC9H66^heE#qIdu&j7-74=`7QyHxBvThHOadhHv^D=POSF> z-SR=}JbxC@3`+)No~>eeTJRC}2~q!fMd5c=zjRtjtTWHqpA#GLR(CLravdi|IeY+a z6YP3TA#NIUpo)N$I+Te~q3c0M_Jm3*pyP@Q2OS+9bw)!`riQlN7yZxK`5rv`_ORYW z5@f%IFi4Vbd5oG=p?yrAuPP_r(@4`8Zc$3Ow!U16HX#uxaN&p$Lj+i#p zn&RA*1?=UD7OFA)+ZfbmmAPVh63WXcg$ToIesi9 zs|HJvdH&xvS@F;nDNk|ZzT&M*IwHd|eWliIM-hoJJ7 zsi3ViSq<@U%HEk-*IS$Jl)fTi`595uWR?sXNJqQ;wBAmw@f^>8?~oO5KORn2@t^R2 zWK4japkvgG!VbU=lEBRdPIky9N6v+X1?5I7j5FzUiyzFCl$4zUjKmtw9fuL(phydN z5C6Y3p3?qwsFvtk`h&W^ePpi(KyR~*f8K)MBr4W(!CL_bKdNTrrK z293?ldb4cb{#7FDL1Fw7Kav1 z=Z$z&d;Ia!Ul3ilXGV{nzm0=^0&tv?Z7nl1GjAZ6L5EVk4&zac|6&LHH<@__%3|e${qHls&z0 z*wJxqXm~b>_dZR5(uY$|2D^Uo9Ajv=Fn_$Iqtl`Foh(k<$nM{m3Av>Bj;X4U6!%6_ z1?pd|wE@OtRvUe`1x`S^^>%z;1EiKuTyKa*yNjw(c_mYQZ}~~ba&GJUZxBZh>lzjB zbao9j61;r8RV*QG`XE>8n|K5BeU5n)N%*8~aGp5S3mXlaCn~!#NdF2j1FZlU|LCVI z(ICJ-L6>{O`2+v?p@P+vmgNP^b?pxU<6euw>(aN^)vfD(r*!_e@k<$^?r zvB9IOoisSA72Fa=nRLBZz^kZ15>-G<=bnKf2fQdCu_d9ST*<3GFJ=~&ZH2Xw!DQBT z(4f`bu>p%F3m%Srey`%m6+WLOsOM{aOAmcx3N*<{-ai$n5IFEWlHU4{3~{($o!BCX z3fMj=b&pk}I`FLunay~4Qa67?NgEX(lTuNY=JMu}<;nwu#bkr*UHH9bDD4rv`cU*%M$rQ!;zlMhQ^NERxkbaY)uEHBVNGB zfQ)iTAoM-WRjU(L;suEup}<8)CrB&(5*wasOFkL%GlC*8bC(_?x0buq29JNE%GM0P66g zRHNv8{w{ZYB8MYK55BC(FUz9@OgPbRqcl=#|8YxJBb7^-Ik{l;AqaDccyQ~2x=%%F z^VB7~3JI4oUAqrE^89QmkZ0i6u%C7((F;>}SkVdZ@zuJjC5IT@g}J}m#E%TUArS)= z$MdYw+17|;5b#SuHKQ;Wb5nBC3PEmrH*gZQYT!4@%tQ$q1)y+m&_*r8*0X}4C&+jx z_f|by7?AQ&V3K{`jNpq9W~`9=3nc zM<6Dfk1+c%`c@(cs8g;P!l;oLc#kU$h~0?axV#aF*TN$pfP(^3*#+;3i7rC{7*#Od zXshLJ{MMcXosbKX5nMXNF@u9nnhSgw#}r>HkC!iH=%f{;xvZTiul|7cvQ`F-D}F97 zm!X$O)Xorot~Xfl+D3oDg_H%OVNep}{UTX+R$HAJX+rT?wl9!biA~=8_mm6*t}OMd zgP7YF?(vgkMip7zFY8z5bKynVg@}%}?HFagK-Nl8Y92GfQU+i}Boo9>r#Zf!(5p@a zZ)EEeB+&Nu&}h4d49;}5aBR#Y#Dt2`>r8Xjla?oD^m zRV`54`>lgW%=q=_aZ+}3mI6 z5+$OJuN(st{5o&jZt7Vzm~lniC02RgTz`0yR&$q4kK=vP!wM)hQJ43Gr7&xwJVU}U zox&r;=rI4*)_p zJ}uadnAV2%Fr?;Dg%FR5SNMKTn%O&4=i`b5J^qJWAb+pu&1(N>L3qckc1gFz+`;kD z#Ah|*J+4Vm@GHBuAUkwv9BRsq^!Rarsh528;{~L1cVeW8*4Uk)w`+4lCCSgQrGoIjK;RiE3RPWU~YPi_5?3%3vc;ZiOZ= z5U8o2XWxZq@EeOG50w`u-A~9t|_e+T6RrSDtwQ)Fi*xndY_eY+qQ5`LH$jP>ShkoVHE8OSQ;U z)iVKIYnsGT;Ds`aW8edSw(%;POR%si>sfL%H8&2aYSAG|H z%n^^^<|I4y^=b-@tpC`b)t?RL)Oyv{Xj|os8e5}e`ut!XxAy3BNLV^;)Kh&2x~~Zo zl49l-{9IaTyk3j!p3s;#q3UqcPI-Z4YFTwi2MpR{F z6wWXwaYJp9w0M5tPf9PInf{rK2hvfECo>2<|MvmmKYKe-*_j;bZ*K+lD8qK|{+&yq za7~$nbT!FZn_=`FaSpLz2_eCEy^0??CJPH3Kos?#Z%dQmi`Uh>QUvWH!=#`BxAQRU zZ*S0|i_i^#!)tT6N0CLPWPe`r2W6`v8B9+BH%y!KX!wHAAphIH!fpad8q#eC3bTDVxC%WZ%U*tOTShxtPdAxTG zcv4p2Nv(YE3u!8~R|McJsn|~gw$!hEtUaSfn?#s@7+s&+7w!9A9<`LLQb zYq6?6fnJy3zL->BQfn3$ebExQ{Y5NWB!<<_rZVwkJc-BmAjF$L!1zZ;0)GQP-gL(5MO=4m{F*}G~o*4+HM-Ir!;Ls59 z9fRF`xoQkC*T&3c!Whx!s}lKR`_C9eeEPLv1W!b@TQ}F4cM21gpVnCtQxHE@Brt1u ztF|5zx%Pxe{BKa(ClHh=b#W?1KH zZuVTdEZhVE!M6Ru{~SP~hhhDApTmhBxCI3V>K?dasX#b zL*!!S(jWG*Q|B=KNyOiw;bU+&OBOcqfM`g{?xo(mPrlL%Vd|fqFjtT8}5?bNcQoJ%x8JJgwO| zrN|Gvge7c^7h~Pdt2u}qqdFwYVhFd-r3Xr^TQ^%r1@aFhqYD4YJTW5auQ^5O12LEL z$CT`PH`9%XO+f~R|7H;{DPg$iXR|EKE@roFn={mIYD}e`m5WDRa=u&TiYJ4!YU4*j z%Nmpa>sJr~*WHl=Y3SvZ zH&gLTOvx|wn0e`(!;00eoONnNe?r5aV21Ca%PU4l_Qn>CAyON5eM|CFTx-WwV61#1 z@(jmH7tpuJXvXnYhz@WSP#u}+Nlwz76gD%@eRh%ct0R0olEqSL$n5`oj}f2*~V-Vdto} zXc7bhU8p0ryrkv0J;$n;?ipi1J)0Wd6uziRI1Ky8fIWWY2Fm$zWRvm#Vd^%O=Eu ztbYr+536h*-w8R<7v3rH3Cs~K*ddx}FlDOi zPU?pQ_ZYhb%dnwL_(?caUe zRvFM(U4Aa}>BxtGth9OTxyhA+e5ZP{@tmZ+KUFtSs=#$LK(}2;Q=K*WI_+KT)6H)hJw*x0Hnnn0_1 zkHGz-Uv&@4=jfOPc2JM0)fvYqI@AY{w@PGN1A{ z1gy~?Mzc&S02<9E6J z*HmeuD<$NOn)CqqlN_t5AdB*+=A=~ApR32e$1%UeR`kVWSZ{Vf@w(m+ZYb!qO~9# z5Bi6q@BVy*xH!)?sj2mffl-q1@f#=2ITHdv|AfKn0sWKR237K4s%`03vh{BB7eRDP zw03lqa%0v$p3z^p8D^Nfpv$fQ0-V1}_gJ#8)B2&CwA-yS#qE*8`u6u#XEO@gF*d?F zJ$C2&q&Oheb5RMephKYK5@-Kg8}#kiG|{HJ_A{df@f6F^ru$j5n#NVe*^6(nVi|*; zm2K}9Tycv_n&KeX4WDq8iXmi$m|^$AnES{E^m)~v8n$aAb)QZ8S1P&fWfYy~=dhH( zt|nWwipyaP!Wst0M=|iJ05P?9(2}->3eXl%X)p*>92WUi++<|?$f!HID=lFKFG*q~ zQ&8op&mVfh9-a;9axhFVlMH|*RqXzi1KG1oDVX5zu;lpEoBMMBIzMo@`V9(BgRrAD zB{;{EYIjXd&8x9y!f;CV4?l;1J{AfLXB+(=>IMaE(;kTy?^P;_Bb#!m5%Z4FV|gvr zpMyJfM+YFl?-V5UF?z6!L+~<}QSojSr-igO*?K&aLJ{76uJ>_cgR< z>=>TWv+H!oHW2>kEFf^45F z=(u3K(R6tk)t=L-J=Ujbx}{N9Z~Or}4b&l_HhVs{cwELJuHw&Lk{PBdFP&6rs#pr5 z!Lj_aUfn%LtZ%)og02nqEBDRg)E;%t)#vO|AD6;}ZZvlE6y7p2_ERzW|CuODRz5S2 zssu<{4tq+Lt8jaImhwF?4+u3jR_z@grHHD!QH`mDE#RMvQn)!-+()9aW=lPxlZWY6 zEdaFy0iFr-000_)#AZYt`8b%KI&JX;YbuQ|PdC`&@Gj_QUHcgqX0{GL9;F6{y;PIb zTtv>P1Pe&T7O%hlq{9#gB6x$&Un(lN!fV{C=zKvp_0aQEQLwJ(SoE{Y7H6mq)_%nI zE-7Y-f5NQ5`rn@W9w-iH6_RTaZ7N%#E8H+{V{gTrqttbp;TRTjOf3>`VW#?Od%NGd?&u99e%`UWg+HM_Eo}G{u*J`>v%|?mFP%epe3uxg4#xZeN^KB1UdHLO zycD!Ke2cmejo!5y)Yw|kC}+b<1#lGrqAC}Oi9?qnwg#%ZX4x2riQuvC%{RZq|$sltde}klort&qGUg_P+(wXbUUkk)So4Y+bAXFN5>ka(8L`EzJ zM|`r}e;=_Lr*_)cNO0^(6I&S(&)dbt$udFCc|l?)#^2tU&oQ8%Y3iiDaZGKsfcYwG zFpp0^ToFPJvg6L@m{lXw!gbu?J(*-0#hxy2>!BIgcKvY=q zYqb%Jn8JHXy{hbl0vXe8yd{Pf*t)U-I97T2_{2m;M#2Qcm@5F`-VzKwMNg>|>fZ;LRM3gH+Mx#pPxmC!UpQ zH|G&`N1!5{$n%$3;H{1tseesS>+Di0UX#~*I)_lz+s|x5X82BaDkYBQjawUU1Vs{b!X0e%@{>9|%_#jjed|RF+qy0b z%!EYgH3JR==~TurR287{ZCHNWvC^mu6NG=te;Rq|@l_&Y8*0iwp<;&hTgG^{wU#(J zoRC3{Q;d>=ixBzwSeM%+>>>H~R23(0_f0)&f^u{g5T(m|Rwl}{;5*A;$)>pDg$C#& zz*yNDx$MwT+2Bvo-D%vW7rtR(Ea}I1$3gUUO6s;lbwn}*-x%B_j1`{WIWl=-oyyYF zuT_5@qhyC@yLpgr`aSJPX=+eWiE`yd6B-dhHl{tN?-{q6q8*wfF5CU&v0D<&`_(&f zg@{Xe;4L;NJ*;nUb9CPv#m3A$2HxgKj+kES;|1=0=rYF7I{-*1(ylf(0Lav$jeEm{ zyI=TfKS%&uYY3u*OB?g-KmC4?abuY=t;BCme!T`T8E%dRyQR;;SGggZrp;bxZfRct zPiL^h`}qq}v_p7)p~A2Rs*)dXGYR_bqR1umFU= z-XQfpMWa_n(D3q`c!?5YLXvN&vCIDP1HffS(II8O1p~LzC_J%T(K&zLo-fvHFVRFT zhH^4&cYv>oa%xpvTxvxZX!M0x)iR4V++~evOVED<(yjPm9~lSEFaU>w;Y6yMGu(+$ z7#YtJM^=Yf^L13)FIz!D+RbbZ zm9au>d&6*s$_0GS9H5D~xVVslA;3Y-4gBX_rjZ{K&^Q1v*X!VF>CT)sIWJaM>JvjQ z<~qC^NbRU!I1Io71hFen;9t&7Fsc>`Msywlym6U*_xXZvJ-{m))LDjenY3wB@EDgG zL-^qLRz?yG4oxEgJ!npXtz(}UYX>sk5)#@nV=z=_&j+}}r$aMJIzrSlt7OG#puEZ+ zt>IPt#@03?wTieGt2%&KiddmGqUXpes7G?c^vj&B3)YBuyk-k1#npR(y^k4dA1z^AZs%HTNbECa)t@Sa|?bDwd7{cbBpne3VMz5~I$T*v% z)9mN*P3)YYu3Z5XMQrx6pOeoRiDg{QLx<_>Ut4a?HrK>G7UYn%3&dt-Qb0|FLItjQ zzhhTg&5V_5GO`2nwhMZ{IwqZsI3VKv{?g>vQN_*eQ2rga+ z)3uL~_BHHvz`lRJHCd5XpU!RCAuRh=E~z^`Ru@n{{@dUuqPF1mA9TlyIywO*#n6FE zMF|4Cs!@BtJ(almRjPoc7w}ymjrsjMXVNeN{V%A=T-=6@8u#&|g%k82uy2@ouan;@ zCM^mJ3;(f4Df9y16QGCqaf)Vj6;-q$qu>~{7~pob22&YN1Yw+Dm=_pQ(fj2K01}TJ zpMthqxk#5ebErJ#Q@Wz1XO{aQHv=N|V*w;AJd&pOWo1tOyOtSqmT8Jpbl=7K@hu5? ztQZ99i5|PGcFU7~!FdYwo`F!VfDHKugHM>|+042+Vh%%w z^S#CO%*{V4R|X67LR_d^P2-CH+efv@UQM{cTZtx9z26|#^9}88%dW*IB<+VG{BG~m zswz`QrqA9iN)_70ROzr^y2%l^Hr6GWx*J=;+F=l7$a*ZAPLa>n$mPCIryX4Ie?%Rp&q~{AgG5dB%2K^+^eGg|8l6P8FquLAgTh63hIDtgOWP+ z_^kKqh`sH~;=A0fcTYZ~oZX2rTGV;xePd)6)B(^9yF4Fh$>Xm-zSjeJr3?PtCe~A~ zWw(8wcd%?G(0ljqaiZtB!>{K0O+)P>eAA|vNlvS=*p48Ru9GKnxKYiG0+MvOpFgU7 z*CmiEq9%GLq{TZ(-NHFqyL)iZ&Un4vGpWLq>eid!i?3dw8p9aT|9?xJ>HYXwD$X5O%#5mfe~-(b!BH@oWs-0s4lptjOClP3~u{| z&hG6WJdmC-%}VY|)`&SHs@~z=kON6}Nh-ieht&Sf3N9Ke3JI>*ZmPR^t?Y3D<1c3>jt(UYX5Fx1o>!nr9KLCRa_ zvCr?pPyQ8(tGH(?w25>zcGn!jM#ERfBpkX+gV#fYZaG60J_nV@$)})zEuk3q6k&o2 zc~|(LD z`*_xa@58)woHT|Jja*NTf~I&`=($Vdi<#2MSdv4KY>S=4-R4LwK7cIbUq^|32lHftkp`!1XojtLA2k0Nh ztt9zB)(ibjfBx9Bd&8+E=056jH(gk`4j3`e>Cn|vQb41y^7fskm;orJoy~{to$-k4 zikf+|QTc{R!I84{?UMOLHjyW!OmC)nw4mG)90R-mzD%_B(6Yu4RW`7~6!~rTjYeT7*?``RIc}_s98<@$vm3QHwPJ5&C~mZNmgkrA2bdSPUI(#S=3GA;kfE0 zKCw^BxC8A^tL;LzK}c=r$=?*+fHOGDIMBN~s&IruxnEDDRlOGY+00-6T@1p~%*|?z z*def4;)s169-RXZrwQmv-1Vss)^psBc}erSEfy`I+tF3Z|St+$bJ-UyF=D)3a;r+J@iNoJ$PQvA1YH= z0+Xo_Dg%m=@i%R6^~#eY?fuN_Z;~ZQsYYFi%ax_4bz}R^X)JcGfdC#dvhUp3*1fSl zRIxV_f|reto3ftvW7ru4)!D1K^Xyl)RQ9s1WkV(d#E)Hl#13jq%z*Ktvre4pHky}8 zD?ndXE$G+SGMg3fjIOAZgwpy-b7j}y*R_hGE1l-G>GQk)71F}{0v6c}+$3c({Q{M@ z1Kl89i{x}9u3J-uc1|yj+E~izEbUrnZ5h-67Eb=nwIXn5+w=t05*(5P?J!3PD%EI zL6*l;WsGXulOT2T$`VW@>u~-QS3RxB%V%LQB=b0hos+XuZSVyhojJkKAmV4Xpke2J zX8Q9@IhP=TsjweEk*5>4@VbU%A1A1)m|(eR>p&J#aETwQg0LDxg}TxfR9UC3HU!|= z_jR*7LRv~+pB*G&3A$RT8$$}h`o0cTRLxfGEQ=s2G?V~|Z_!vE&yzGi&F_^5+GbnZ z`nGwTV}ZjkYh+Pnq@CHdvQClH);LUL+$wyp9O2fo@B`^o%*-?M&iVH%sg7Fr&U&9$ zecx1`@6m)kl*eCoKeAf5V}-gaTPY4 z?#24q=hO(?%nNbQnOe=Og;}hF91-u%$g(Hx!>O99MFoY)_-3sdrpPYMMOnqMUSd-| zzW+zrTLx6Mz0uxMQX&n~(hZ8zUD6WLu|c}KQxp`C?vMthyBnlIX*LbguxX_0&h7cX z@BMuFcn)sXT6?ZJpZUx&e&glpR?>lnn5-%|v3wu#|2btWA!FigGyVo;fd2I@L0*1079t zX1lyZ%Oh15iKrIXnr8j3%vmwIyY5Z;%r0VRz2y#!p50H3Aq|!eFK~}!ndGyuY+4pC zn{6y@86~`oWEI@>$%uJuwveFF|Lx7e#=5U%2%gJ!v(1>QvsBdlU?}XR>Z-j(`8@&v zKMk~7M5eiKcL=}K#gA$(y9PEf#{g05iwnDY5#Ghjh~WJAYL9rTNOBcT(UABvk)-%w zOb%a1b}0s_8vIcHqUMG$1Ih!cW8K2J0308#G$SjNk(q@4k8VoBM|hwG22 zNp98KgQNDGr1jrfx^AYuJ0>ih=t~h^TW<$~D_&R?F6zC_;@q_C>uTbyFsHaG9xQ`cL>N!a|8(edl(w30nxA#p zlVfZ3SO}Q9Hh$E5-)#6>cH&SOY$Otu3m7AL5?P2!QqxLb-~6e0eS4laqpRCbj8s%0 zfSxLA^POUOEy@LtJTC9|;%(o%A|c+D-Am7A=aXpxQ4NRDM=Z9*dI_X?!6yzPgeD7e! z4j@3xhlh)0bKIs^0fRlGvXn7XcYh$!Dyy;6sO+1H(1Z6)m(r=o`)SbD z(WQobp?bI0-Fm{g%78NpHbV0B$@@Jq-2++#Xx`e#fOwlN51I1;S0!KSj7acZHXa#& zBWC7!)>W*S;;Q8%A$$L`0DM;x{Ii5+yw8vsq>VowYz>=y++#jH zP!5UyMYvpJcLI15-1q15ja$)}ci~%_l9CdpCba)WZb$p(02%CVHLxk{x&UqIZd`QE zlg&(x=evDO>F%*Xr8}PqfkSxfH-T?iCaez4iPVja991F@`ABF$x89_$UR#sNF z0tRuAv+c-brj{oz@ys-e;)T%%KmlQ9`k%EV&%+_k=MeCor?x=a_#`86tsfmZ>a_Vb z;u&ZZC4Wx_`$O`7NjkD3YW4O8J2REJK!N_|^HT~IOd__?3(zG<=C(8kC{C!>n$a2+{&z=;AQ?Cx zfNQM%^FTj!5WrN}0O{izB7u_mzv|HgD;_)FLA0Jkz zq(m5E2<#dtxAVYG)#_y^kUjws1H2veD8q9V9UdA6?}^GMaj*kHOD>$AfV8s)2TWAf z)WpM6pyU%)7czqu*#CPrh{nC)B(dMVv4LnjmL8#!CjbruC^1R@LIFKmPk#%tv;lVy z5G%kLv=||PBGV7LoOuqRzV}yKR`}C+&b;E^{sf`p(=jl-0jgRC0HGPb04@>0n1OG3 z5k5Xkg^N&1X*+wtWpf}PAXukGe`Ekj=o#L-%phIQfsUJ7gOtaX$izow_B&oKlo82oor z%^g5A&+gEAmZ&T0{kI?-v>HHW`6LhZ)d2A3B&>LY?75BIsp2Br+sorB?=x#StqK0` z{r>mwyWydGAm%7(W`2IC(PhgN1kJMSJf^liF)E3` zGw77in1%lL39WeCO6Vkn z9ONkNySTclzate3$0FxbNdRKuB(=hj8aAnD{d%o>#m0FoTf34kz%XEM* zE7YwmYJl5v@*40dDLFtIMglMxux4+pt>sR?r~dV{+g=Ii+<#5zPjO~n#cj=IF}6aeIo*^X(?z{RE31G~Js8mP5_f`beqY&wM_ z&~N&5^zFlo4*ute;XOF0p`oEHB23iO;(o^Sz7%nLOU2KR(StIn-$b~r;nU!Ly=wAG zDJ?Ap8S+foVajYwuj+n5e-X!%xK*y`Uj~hGAp=~xCx`Dw`O-{YnjaF7^c11Tee28lA|y(M!xzF4D>^&aBXw zLnwfXk4(ig1vf3329kYj-TEyz!IMv?_^f+fz0sRib%BDthm%Hi)CBD6d*;UJ&{ReM zM6%{*w`8%_+j7*35l$L$yqfg4JVa_!zcigEaFZlf^IO~_i(}AN4~+5$5oz$@@D{gU z-^z%S;#u1M9PfHRPB5_T{QfmQzjw|YNxr>e5z%QD zRoK6`oxJOz%j*Yx_rhIk_NDjVo49LyJVviO9^QP^wla*}I6KV}<^0@T=u)B|a{MgvB~H-pVVYHQxL; zT6a`DcaY!E4}fH&jn53vAC<7R1H!y8tRbYGp$-D^la{DKXfJ0F6N9GyKH2IgOPqjgDF98bebWYcium1VCm3uix;&HW>z}0;-Bwb#L?*=IsH8y-5qZ(D}=a z-?=jthx?hi@s^xVbN=3iQE*F9E!hQcn}&{8vxPK2$iRZPgp#|}(Z4FG_0^TGGFA6Y z#%@@2nJ!hTxKTcO54D@)*Ex};Kp*X%o4NYFa^kK*VK%+3YrSX`r5rERwq3Q0J=*xW zdf4;P$e&I3d%nEXzokhTV^*-XyQ+)rmtMzX=&KzaCK6!;|0ZC00Ro7CL+NQ8FruH> z_MOO!l?V`XwC|zEpT+Gm|C#dW^}6zR)Sy@Yn9CjWJv2Eu)lu79K(VA&^?pKE_{ljm zJu15WDaud)cA6AQkghaw9Q~HOXG{1uKUH_pDOp=r8y)kb7tdQ1?T%GwOgklOO*;ov z3RjJ3o#dEz^_4wd7&rjBj-n_I9VYh};_>C^!q+NaV_`Fc`2#{`(StS)OscY6Hlqpx z4fk4A=#`&gmOe&AQaP%o#{6uhl3?HDFD*Eq$y$&}K$X0Ny+>8B-9qJ?Z~bYLuW&&T zFb7-T#F|!2bDq|oOXP{GwP%pLRh@KbG`w-p)x zHW~Z!UIWKz@AUY=0EmXR7d?2||GXvkomxH!;?Zaiw^Y+@OhmSlz?v@2yg-%>tD_ph zHg*M|uPZylXf_fpnR0eKVk%DHcvl`l(yV1^D+PK z;dg(&)G$J#b{dTZL~stJu^)1U!^SL5a}~`_S$vX-&%{VH>eR#BM4`CoNOy0(wi%O_7@o6soxC;V3z{mPa!*RUwtd8p%rX zy0Jy_EQl-H+?^CN)R6jl$k%Sn0)rYs?MTP(=|nj33J`z@K!OG7vqL={?U2laH)s;C zvk`I4RpqsW%*6`wEls@jiq+)xeP0z6{X@T2*|rP}I-hul1L(zfJLta@A13$IqXv9= zLG2+ZQn6{n(h0iTR2!PoU$K>rYviQXFM3Tw6BLRPCillGfR-v>dzc@AP$OsT(u>i#aWqSmk+X!@&;@BIcvC_cU}E zN$auMze2k*35YI&O2DF;4%`7SH_HZ#an|wAXTVlZo+e`Ra)Q`xzb{AE!qjnR(SOYA zIDuR^Fh`hMOT6`=n5HB`oA&^lNQ`d6(u#i~nZ$LjWp)HuJnZ=a7(| z=OEKd_3^!*xDI4mxu`s-WAu&v$<&9UlZ6vjmPVvR&N_&O8)=e<3Q;!T;4>$6SkV@J zouK$F$6cdpb>%EZxbH1u1-;S7H_lR~APx;th}F`(Dmpos_$^m&wY70stL>Fzz+XAm zjWq~ZSaHy14HY-%wYH*2=UeaaA}Fv4jb}IIwm^sC$&u|peWfa7*W-Bey*B^BaBD&z z%f&?7gg3>XNft6CmD9Of{byHbyL=6*2)#3{E)?w)W#Jgsy#95h9;!g&+3&3l-zXviLZa+FJ^=w8u=yl{6Yc`-)?iHHT^}?)uai6=b!#Mk?;IiY zVVyLJ^E?)q?3pVy)B`uLh-#y*fzni{K}v#2WT~zs+`5-wHz+y>GtP#<5Dr;`mr=mD zUaYJ*y3p$50sQS>6ucV%RqW>Y&l(<>uUQ)YE)WMFekca#ngSPbPiLq28A&484Z>a4 zXSqPsK!{N;^dbDi@<9Vf=HKEHwZ>)U2g;|KvyZBCwCspUpo0d>O>WV@DUC4?{ILdS z2jbv8MNl%n>6U1%URst-O%4Q^PwPLI65vP5%zWTlMBqW!Ah5X~l-U#AnxKA8AVi%m z1$vGGu2@09ri=m6zx}`!k?;Wplx~UO*A#$Ta?04mB=tTRN6q=)Hbrgws5#3LG21Mp z)Me{;A(y0WXF3jS{r3kpL8So(K!0rPclWNf9s*3o;Z+~yEgbI|6|3%I+yMi3b z*Kl4huvZLZ2>Y0V2-Z~?jFsDZQl-ohY@;iOV44=!~SF@79%mkYe zXcV0^N(jg4UJO96sZMjEy+Er3%z)75oBh5JfC{6;D5sHEQI8Ez@sOJq(NwlQp^h`& zvkEx&cK$vy#a3L0U-tPc?8A4porL>TPkF*a3v-1Qxy8rb{x?G|O`!Bd`>m*cJR(h=Z>T^Notn{x7vJ_!6=iD<0yVc!Y%cQbfkJ6_=Nn zA-TCGsiR#MaBF$4oYSMOA^i|~dV1z#vyc~I77}5U;2Fi=5<$cR4rB8Q_zExe9cn3D z7PJuk7iqYEC`Bi~^IyH_5O47V;LI7ch;!nIT8W(W@GixEmAx z3HbqjTD1>9BkrqKZG)s3>3}jiUub?zlA(r!74WAW@>t#d&B=~Z9BK;##0=QuE3 z#J~@7D?^!!+QdQ7o6gJ146#r2jEqAyUYIok%qNpSu|pHg&UaR^a-yz7Mp#et$H|a- zDmAbgPc|i-b~FtKBM#~OGfQyNSj@WD#(u|=Q__k!+%i`7-Q~@B0QP?88;*9{$zqN+ z2X?%zvI3~;?T<17*r2^`D~HvYagFy>I|cji^xa)8hM?$$?4v=d=(qpLh|n zsH@Om&K@UIm#^dF;6#fDb>e;Ynt}_Kh~OG4Z15D2yKFXNjIPX8GLZ8wOh2N zAW(_r4J?fUI@Pvo&*LnGuN_BZn0SRf726*~;3c6KP%MK&veXa`r;p}hw*IU8VmCpo z@lu=rM;WbRT@8S(leiaTg0>m_m`-ozjo!@^&C*9~&B$Orz^)-=^l|y@zxL}W6o!j550I*o%c6{$Jk(6eI(yTICSoi{s6lU zzy4ln>Np4|mYAuk^t7gE>Vm?v(_rzCpHl=9Er6$C zMN}KaTT_amZ?7|} zie3Q<0u5noMpmzilx955T5uA36NeSQJ&4I&tl3CEh9Zs(?PAGX;GAj?kX`+4fZtxo zI@LWeZI({&d&hkIVA-hdS@gqG@t|ywea}|CwZpJpeoFaGfp?{@@Po3_S;-)uT=#X{ z>ccUHM)@ti@T8wEpX0a;e9AW(^FD07$O9o}C!i-$l$;5dJ>1`27{ZOiis=FxAX8ak z%ncg}LBwfQDg|gI@C@NW%&)B{Wx+&DM=KK<5AJ)Q#%iJ)WM`L)qcO`ewVb4YeQ4!) zHG-}+4IP)rq8W}cz4&~lp$>*aa7BVl{%`@$>U4c5pGOHTq2U4J*q4?Bm8w#mx2qhF z|Gg)tC%CbuYL^@N(Av{Gq0O6CQoo zcJns00+2`)QhDrHfRwHo^hRYMerFoop|5~-ZpCoZ_c_PddMOErtZ^v6h)YbMh<`yc zRTB=crk`HFVI4a=J$Ph>Wuw~(p~%GNa3^x671041Kcfocf!ubmCBG`G3ra9ZOBTrK ztqnckv}e)cPYvNA#H@Dt5|b-M1ONwAcFq zj1p7#E8BEC`ak8CU^;Tv@s(3?HkSj}a*vh>Y!M_mJPtk+hz#RW>sfOcy`r@{&^nV2M>~uHltbMERf?**di*2 z!qn^L&(<^$`N^I!(pnhCuM#m|~p|I2*Ci0?i`G^P8- zW0wlF+JnFkpzhuUnz}F_bY`#T2e8u-(IkKz9V{+yV*%~K3DA>%#15gyQJlL4Y1VLM zM6J;5lH{DGn>wue4RjK4(Q(vpIuecmk0ntH;w6pFp0}JK;Kl;@wZ|Q9?jR;utl@fU)a=iIik#wG-WM57 zl(~Zu8)WV@b>{t^WOw87Z`HXawdFywf>#R7#HX;}UOFqY&THJAlGE^L z1!|}3L|I46v{lBC037q=q`6vC}s1Wq{7OmwB044{rqdOC<}{ z--h9Fqx$BWEg(8*92B!-MtY6G^KWaLR*t;vE4af{4(fMd^_99HAI94wy&XX* zeE20d^%<~`3f$Pf+~z2unjuL+lN%vbC$`DciJl-yFIuR2SO%{a^S2;T>SmQ?#h!Yy zwr<{tfqQ44j60PG%`rM0`n-?^KP~}L?$n?q-f&$@C>Gb) z2yq_<8dmzECa7~F)fdgUOc01@pk+5NO>V0gWeSfZkMq}1Zv|RB&zP$UPl*s2N5s(lKmay$Y);J}F}#@d2a-t-$h!p@M=aS5 zLxO7lGlW@E+D5K9@pbj%HeX#WXC)wMLUOk7WFyeM^*A~?QPbq;cA+jqNmgr zZCTo};{jvUqWH^Y+2}&OGUg$QxtJ2}o}Tk*eG+iwMCW|AtKkL6G;~Z%vO0|wZ_(uX za16mF44j5sNpXUU4eBa>WM$B!>OJKoS1m-Muvq0@b*7frGE>;nvRs_wJJTFn6425% zIX2koUf%yu??GksR^5=S1N(U^FTxJRj>b+8qMDRc>T_un0)nxTkJo*X1_-z)WGrYj z1s_~-5O!J>Ky3m!`Q_t&z(rQoJR55}c(ayb!N415IzGeCf04o3_uDWbSXh4NUi*g= zvTG=F3ZeFfY?_27UlT1&wfoVY#z2fnKEdxq-D!#zCLO>$W$~IASf2ka-xNPkIzKCj zj~mRaZrojdnJndgw9*N;5Z#c{I7=K&0h%<$4Sc$9PGGuyadeWsdo?kXXp)o%4O-M? zLK>>rkU??dip*?hc(4_vwJFJZ9L#dRPg?NMbh74S8RPUxXsRTcTvT~Hbmh{x8i}$lPb-aM z1x;8|+HYDoFg-FS4*WDu^W%PQl??{7LTmjNKEE5khf>T%l#3-!p6GrOs+z+XJkM;S z!EYu=(hcSc$<2@s57X|8;dGfi)xQl?3g<)Oqq=7>lGP#J%ZzMUNA3>3Jz#xWDm2}`JUSA0Dn0zy~z*ZAx!Gj z+u+TJ$&gxdgBrNA;z~1m94wIfmVzvdc3!DJA^1#;2m}R|BEH2fy1Y@7%y=*Bb_)oD zgkRWxy`5-{H+}o__?;91MPxzJarp+s_LX+w5I!s!|bZ~RxJikCCIalUveqTXK zs*_&(o~T5x{w?%w^CBa6&{C>M&K*hDEyHz{^Xe|-}{vWDU}YyQ=9i09AdmZ z@*a6nm4bf;@3v~Yn;DpTq<{X~onDkRG_)_p||!D+*krQ{ZmqCGHwnmJ{ds z6a%}^`aJ1z!!e5?&p*|$Bq=4ac$qwH%Brf3nqBsLKPoM?t_LuCu>do_BS-s*Bj?fv zoQ3Z#G`?d{N;R#=f#08$lvE|C0vaOsyOPW5?B?f6r3k1%5_>F&#Te=i#os5&IqK;6 z8WO@p1jtA5K9r4?B#nGB0kfLrG^PO-v_!`QJSmaKkoT);wXEw?R}V8utB3W!9^^&> zzRxA)2>4x9sZ-tMerxiT<1{&1F_~bHO@H~5cD}2}4T?o#+`6e%Zdk9^a!ph_bvFHn2qH> z8%?<0I$XCw$?xJ8@!sDZ=gvju|C~H_XYB-U0Q@9et`8G`bs`{j#x^+Zj`uaM8?3|m1 zxEvDU+oHr6HCu}7Xl!YJadN1b>? zH6&ktXHLwgqKy36jYxha^P>c6y58${65wJn$d8TC+4borZ=wdh3O3B#+#~3zG@`>; zR~$t-Z8B@t`u#CtBmZ<|uHQ{z$OS?QM~kK>I|rn>s4o)cBY{u;usaY9ok=Nofx#CvS6vEN6b2hFL|@ zR#sVlErFg^GOw9!?G%)6S;73CwVHiud13M98=`@!!ZD?E8^`o$SVV-K9<-#t!VEU)usQS>^cCgF6e>F;gODM|j-l{2h%OwW!0v=hghdyK+hh(h zVG7Xlox7C=i^E0s>hrzv`DeJ9u#gLJVwgy|K$}Iz^8(Ulx7@Z2Pg{>mHn(Jf-`4@p z?K5GQ9WFmDFv@xFmpeVkKpY$YXBO92L4fuq1C@&BE7BHiIkub@u)_;F$ahBxy&2g=!Lb*28d36;fr3y1} zlw=@Ypf;o8oXJqSDKTQ3XToih4rE1h6vqCD9@4~dS8n@w^7fav_d`VA9gCHHvyz&2 z;G?%yEXx^sZEZg)m&)ds4(wxC}olP9KYuTzo1^;VbNONm;I|u0!}(-Mf}6vP3q$R?DP0F3`EmED0^E z$$-*cYhT~r-G2?Yn^UWwe|z=LP?FD#0;=Z$P5e?a4{UHz2gUdc1 zgAB0h*iM1AiD{oR)0D9BY6(K&d(@H(_e-Q-^o?ibJ>4%)Aiu7i0|L96M4RSljJkZT z71qA|b$YbSOTHCctX2AauZdD2dsxS`8wpznVF}%e|JY+7gD2hp;K)xgi7WrC(O;db z@8tS!#$&2SPcB_&> zo4toqbLL@D6i&4%f4{(1r;5F=*7LuXH3v|9w=ucOMk;$d!7!6VvnT4)tKr{WU#8RS z(PXcE;q$i(rFF4TAxVF^TyMkM|MwFg|;plWV8D-TsUB$ANwv ztVgw+jU`*IOKuNTw6uorOg3UZmF>3QZ_k;u@_H&&8h)yz)lVvuZuxAKKC=rueC-Hy zmM{9&*!dfl&C*}Pcp#EOL`$67&W@R|%EGl$KZk}goj$uImuHPm=`fT&7$)jSy35q{ zzQv8&!XBU7xVLb7H6)J0eMl*;~QJ3dHkbf#LN!n z1*tkfUC!2Rzgw?D^l3fdg$er`_ew3+Au>Q)+aGe4OPi+e^-4yAD3UlB zhJCoe$}F`Ktl#nZ*jM&mm{F*g^PzO=FrqQ@B5Bygufa9YZ$L24!?spbu)ZxrP&sq* zaI(f=em`-BLL}gA)JUAh^v#(6Am5Ezw?)aPvy|QA3j)8z;|I(oR@N04KgzyC3s=N5 zhfZMXH9)~2aJ)PEi4Cf2`b0n?-nl3?Z1;D^RJAnG`blS;-rxV>y{KG!`R8q}?H_-f z@4WYdpVegua8Pj?(oKg(J^dilyVFE#HJj(Cdgmq@@L5sqxyj^9i3FF8#PC8IK=Ylj zh>uI6Y2siPa1}G(n`KUT<6nNEoI)SBms zV((9~t5>G+0#_%n@`pk-Z7N9^b3;i0q045h*Ud%$sf&f>V`PIAP_I}n4+;jqGK+~H zh#d-G%yIu3^v!BQA!b;|tmn_CO7~MPmi6J%6r$TE(K0Wa#&R*-S?Ap#-zHOe2zk`SWq4>R1!BwRvlF7|<$C)` z`_D*P>~X}!3#EsB8PyiA({$Xs>%E&Vk~l`^=@R#>CgjJ4b!y0-S5dzWE`^ei%wY97 z_)!TBM04e@4?R0>dj5{D*-ggJV6+D-ll%0lM8G;*wcLuH0HP;qqP%JWYe-cd;IyHiMEh{s#8#a`Ct-6-s-O< zJH~I6j-27ay#8hg8;C;Rx!WcAU=V~g#3UUxzBOshfJISN>e+W~6$H6`yB6slXXm9p zsEs69{`75nO*&ls@4+jo;THp}U|_&kY|ko-5e{(PVHAjkLH492R@NCNbsx;wB)e?k zy?vse^i~(b&C@t;7VTj(Ie~Cwes$WZd0x9DX=L`XVpXR~zPhU?XMr&hPp4XLZeHyT z$*bClmv1l(@_rjOdoA*?J`?9H4HEO{L&YGR%EDz#U0z&PFIvc$Z{soNfJym|N0y#^ zB&_k%y%5lQ%{^Fk^16wVslBy2$`qw51l|#$jF7w zR8ntn*eq14Oyo6(zB;5x&7c|c-6~ui7|*0C5k|~uUyq||Y(1J4SYp@?;m~g| z0y`Ow#}M)FZ(;@oZH(C6#>Ln2^#7YivdI+?k|oZEM{ zH6JMm_>Ru`oVcQn74oahp=%PFgF2?v0+$I?Bw^ykNdw9el=02ZGQx$@8j_}{&GF2f z6o+h#%y>Ai2uoiAS(7X`Bu-OP5Xqvsl}IVpKCN}SJ^M;9KOhKcCe%C%suX&L^m+ad z*WB5$Ci|2a%gHf$Ipf>S>ioC4!OwJ)nCwu7aY?AcTO~UQTLRFYi|Dm!&vyzfrRIM5 ztDPQ2Ot!EbH$8A~l0PK3HNN3?OZ6Pay>QL;qymz5SeivbG8R030 z?0(#%eALJhI^ve$dyUkCE~A>Ty>dq0Xw~Z5W*qA4WB3jx7_;2QfLKK8o+6@(bjUcU z9zWl5sV~!Vh-x+!^D~vZ+eO>Hwarq78drbG^LF!MI&F)15XUq7niTiyvH#2mkY2i* z$`t?d2!jg?lPHGzf~WFrSCVX$&O5iOt&NF4EB!zbAe?{$Tvjw4gQ?NJgLlPGZ z@n0YM1*qSMoqG(O$4*gRMkyj4Sab~LSKSO-E#AMsvu=I5SdrseTK(Hn$)jgeTE4&i z=G^j8;JlE1x_S;1g8x|*dIs&sR+8zLS!9`lt|QlLozwNEn8u%=xaB_tT^Vn(|9sLk zs(pRJed90LeTsxk^NCC-YYN3_Q4e!#@QjQDhM6>MQqR)?TeLZU&7S9Yc8%3a!IAq2 zwaMq+2!+eAOqb}&bGcN{Y?(`9Xf@w-FEQf8wx`JbYd^jjtMvu%UX*;01GI!VWvAJE zv0NnM%&WshkcyLsso>)(#V-t*Ux+KGpI0#_N-sKFi)|FYW$Jh|D7zlN&dg2g^ZMDA zzGa`_`xYT(`a^de=@pW^wdbN8BzugGy5W72%-okgv; zq6nl;_WR*d*&@pEC0fvVx^VHlB=ikIP{)t%JC_Ky=S{vmtZItItTdNBb{WYpxyH4H+rXi}b>zy=97A8k+qP#wz&)P=ZeU=?8#Uh5br^AYZXYL0v zgb>QH{VN(a9*Fy3&#d7Arhr8=HfSTYPR4LF2k_@*p%Ns;q-q@s1984{Qd_)j|Qh<~HKKX>HqNESQI%~(dXI~HvM^K2^5RV-?fi!&` z1c^>KLmORupc^TORK40Jieo^jzX1+->h(;BGUuZ&USvYwDGSq=x8FA{N)V(bALo1s z3>Uu-PpPr&(ffKomA|#OliDaY;E-b!G{XJ;$))cG-hNqeCM@8)6~Fhp%}hjm44W0G z=VOCxxPpH?TM{*$r9 zsuL{}c40jom$6Z7Sug2XqfT;FyYrKJQHhh_`4QMPCi;a+1oILGE%t2jtP2yA|9QrV zfqGl4jDWHxt4qj9e>hoCjLEWjydM9NqSyQVlZ-3{}?<#-AF1?`(;UW zxLk+dWz*A5|Apn~^F`D?KIirR{xx6Fggbi)Bu}L`?<4Li0$hik`rOILQG1cyK~f1Y zE|g-{{dk*R)TjLN)dcqom~?hzATcg(Od5zkwS11p5lD>q1^6cP=W12Oj9A|C}2DD0v@dC7ts%*i#O67+F}4|Wq1Eu`JauUq_d`n zoA!sePpH_tCRzKyoRG+v>8l1>Waft?2%XxQB7T1>aeS#?!HGw+HCAzyTEOK}d!5G! zl0>Grg4P=D&gW~JS13Fdr~xc#3|3jDS6^m2=xRf+kK|&%2|9Yc^DAzhr&833zFp)AS{?x5vy8i6o!^@kCBRar@mpLwpU-RRKalvi$@Jh-^QnPNA36|OsK zT7ift`g-;DwR#dsghoyNmw!Vhmp+%9cQVve0mV2+>(i()xNW#hCW^8QwEnDa zz*QOm+;?c*n$x#Fw}S=cQ5ST_-qj`|DlOO1NnE zZ3K#eoJ-ypLo1`NIhqe`J?UT}U|iAZy`{BX}Wjb7mwA=~7-Q&Vj4m59B@X9WzsJsT-_4Yt_q0SzAq53OXj z2o3?G3b>^Pu-XElzoU}6`n`*AX9?U#kta{6I)xt<$PsEOS!cID7t+WaGtgzS+5isu zr@cN6MQ| zsPSqtS^_`h6IiTxJ0i$<2Lb*D9_8Cw=e9qmfyCmmeR9!(guQ@=Y}Oww-h7168{VkT zQOXi(bdce5aO|nypajlI-N*u=;2Uw97ZVFHxgaE814y|uw@yB8i%~NpmX9|F&B~0c z?o^mEs()$)0GGlq^#8xQa4kO5W+T93Z-V25)&b9Q)al*95Vq)T*3F6=JYB_JGK_#Z zPor3K9N=N#hr-{0Q{2>AV{`;@QL|CHc6LC+9IKZZOxswzIwCI2A`Qw<5Q=X&YQ% z5{3D(XdC>#bTL+{9kNhH(=!PW=0e;2jN!2>ztnehogW}NX0|kt9z+^7wRs-XY$1I` z2urRgrVbYP?*moxvBjnMUKk+4$t<%#Dj7b6O6BXQa3PFr#x(yFO}ibul9mcTX^+6@ z{Org42gmUbc!lZB#gdX$VkwWjBrY^go{(@ph7jyN^91MjjpFV!c5^l7`J4H_)H7c+%}Q4w0tGKc@NH)H!nIc zX9Z2IjDRe%$^DCy5wP}*+mV~N8Za=go^^h+_$HMiL4x#e;PYKc^42-36sa?_hg5q@pg=kz%%o$$VYKNcdVvc{DJE(75kH!*b_DXlJ`5|nxT<{59W z+V-}5ND0wkwTaq$F{9u|n1MtX*3T6*3RJTDLlbgg&LP9k5DD=+{?y(dG#}PH5gwe@ z0s#Z_sv$^(II1s?fk7#Z4H0qMIK&92Ui^KOfZOg2)Dv4g%jeNEvWs~mTe3(e&2O647~d6j@BLYZlY+%iU9709k->x==g@Zb28j(>7p>uu&hv%d z;c{*OZex<>1WQNBMW9$Iz$K+pOE$WFlghOfq8tjRmK^XRe+P~|&)RTSYU~$v!Aipj zqBY{-Ya5a{dD0KHgE8?lDbp;Ry;`dYxJ!`KPU{VA)BJOViDE5I_Fz#!YVdo?Cqixk zLUPx^tThQe1trL-mDP<{@P*^?YR?JCs+wgV8%lneTLzC!fNigM`@a39jwsa`^xtad zIOvIx!OEaa$!#6~7^8o0Wu54SJtklzI4tQSu_CL1PQ{eHKUxKjC4ccVnrEGMqe_k- zf>(93T;k}s3lkh zNcr!549Qna*Q=i{zYRCa>@L>t;&fxJsQDov~4eI@_ zU!af0nHjbt+2c0sw0;7MoV9sOATdg=X<5VOEIvumozdzWu?xg^?g=3wT{2mB>|&jv zP>7FGhX1uyb1)v_p##t|*Wx_p(s05`Wb(`=V_=xP2VIzazngP+Sm|g!fsPV#@wNyl zh2ms{BFo2R$6*>ZN0VOocty&X#HAy_l0xp~3Wy0chge07<${QDP zA94S^aoAn?--Key;bjV(^R+0IYtrl4GdYDrNTbS(m+~^lsQcd=@TuW8hjId)UbVpo z*g4%IDj{RX=HbLu1|Qf+RbLpx2OKrF%YBxZl)fjKXEqKB%k0Zbnv*9cJgOlmfyBKx zULP?+3M#y=PRyD&G|^gAN@#(08uXAH{|#1Z?1T-K13``!tQIiXb78{&sBOqiLU#fSYDkf1=G5PoR4=ej9C$54L*>sHS zyE#C?ajrRx2y*dbW;sPd-IS-r(0tMY4))gH=RlHy zF}SQ1_gxYr(&7^mPh2llX&zwTCFIuxbcaCV&4gk|Yt#Dg^m%(~43Yo-RRV{BZh(`_ zire{~PBXXp5;A1_K3>S{z(dS& z2paH)mjD>b3`Zv#bwe-k8@=Ps!q|^eg?;MGn_oQO;Cht-di!17qe{^oqYNl8lT&wC(Pj1iA4M=A$aXB)HE$PkXCA^S77?;T({ zG=N7zxxbZ8? zoM~{%EgRbx3b?;*+E-wz3N&&6A%5;drO`cMR^jk6^NcRW1p~K78C-@LScaY9^$k7E zk+UW@9HMs%*1Zx^d1~6{h@A06>?&Cw{Nzl5jOv^S)TUhct_Z#US(m}(++a3>6SPe{ zBu$q<B{2vQa6J)NrrNx5wmG$r7(((d?Dv|-mVkP>VN!^@iyl`PB9RAu-JSy!#|VBbbqq>i*V_svHv9nFwvI%PyhEoieZSD))a0H7N=nOs+n?n}{lj2xT(+mqxfGkW0TXi! z%Ij}|#B<;b9B$>#1Y5(~*hXVAgKx-3m<820p@CUX@;`@$Ff|yp#Q&fgjovx&7&QZl zi~P5E!!=fcGLD z9vM-uit~ku0NHc}Xu|{Ik)i3t)2)XoG>GN4J9k zOownMzYliK=s$5omnK+s-AbnOL`*1oQMrX8CgU`hZuee0FfAC3xX&u!a9d+b*{W4?e#KuIQaPolsnZEKqiM57CuN z#XI(UXM6sFqdK^%4G6;E)upPo47#q3;)ni^_3TS0$x?0{c3QhlTX9 z{KmVS?tg1n7iAU1s0wmmfc0{w9oXRoz!K?;phfBi$cnDM5ztVa(mDhm-Y-8d;IwQ$p$O8B>PCY>FPyhITn+nrhP)u zhy@dxq@(xO9$S+Ll;Jw7i^l%{D=OjT~11PuhaD`Ok zg8$7v{DooGD2n&9!7%;rJ`nrCsjb;qjx>DS&Q@DQJ=OzhcJ<|0`e<{CI3DwM^^15j z*}rU?>kZodg}E$&f_RP{v#cG|AY~(&q7I@oB;a^08mxncq`dZQ;5)6>V;+40-$K*K z8{;!5MuR5F5Losc1}sTHuP7d9k`y{WqHIJ89z=sxVivl9A&x;NI3jLnIoM7qjdH z|3*YG^{w&$q3tcBqFlf5VPa^I8oE(JX%Hl(v5+zVr3WymL52qDQUnwf5Tq;=1VpK! z8>9^eX#@eKK?$kAMTNgkUmPb?iHcRYWfknl4|vzh3H#88$S^y7YUP@OaV8X-FB zKC$)=7Q7`KaRPFVokfK)!9?IaaWc`a`Oa5~q|eA=jEI3c9`O*K0*v7yBt&1|=$xS; zCMS6d*}oIpDRHi**4VBAgVRnemd8ISFzE)HVvYS)Re*}8d<&&{?kSbC2<7pbCbfVB27 z!cqq_h&dN&GZhHGerg7h_kZWq*%uqhI6NC3N_R4Jk+Ga{_Aa%JHE>?uYA_SJaHP(8 zX{gK)avF92LP|=l*O%WM+ZgtUM@EqfB>&g~)ae(BBSCj@up|#b81D)(2z>?y^nvjO z#M(KBfP&jw-`To?jXxq;Iy$u16AShnvUW|BYBvIb%KEG6kn|%|ND2pEuw*z0_j@Ue&G)#bz&nOb_5O-GV`BPAjB>){Wk< zE)4)KWkjrwcYYJB*X5JY2k)BUqR!lCbtU-)g!c!@cpJQP2{2r)*dulwD9Tpdo_~kX z)VEo6LYyFZSgohvyDr>W7f%K*C2yV?W{$d21+?KNC=w8Hqp5YE5Lg1eD->8&vrhn& z@lAaY;!p$swk|*Ah6DkvCfJj|rw(B-w|7=fwI>}-bfg61Yx;%m@Zh}beL3r+I`tTs zcCZTd|4ku-av-MvmW$(K4b?<2ymGqY?p&kOQ*P|1Vw7r(ZlKj$Y)7S5Yp2#9M@NUU zf2gYkWbq2!p%B)yK0x#|r@0o(r)~w=MP1h2P}V#3HUS?1Eq#-GzuINAs-l2&1lXJT zngo!#G-us?K>M1r2J)UOQ{-y=qBo=`;dPK8b4xi+xTarzt93%#zDAmWzT?#7y(p2R z@e498Cx)<3Y)RRth>7*ZxucCF-h+F}El44LrpV_!3t!R)@Wvi++AHH^V|=Spj&T2> z!;nyTGF`@rHSw9?oU{Z;?D6b4<6KQ)Z}9QP-@El|R*Ned`(Ws$A>R|lKXA1rS7RO= zdJ*gcqpdt;{cZ~ zf>Vr^DH!j(*H^H4jEa3qeI&Oky8XHTuUT6t4k8g)J4_O1D6)UBNt&d4jA6ria@GE! z=Tgvz*q)OdqcsBP_)(#=NeM8ayUnSv+ObSn4ZW)&d}z(l>>qwm^x=i~k;DQ04C1ZOOiw1kx6L`bdtPJ=*b=CfeQ z$XWa)Ft9muUoc|iEILKsyHO+UjsP@D;X!MGDHFjnTPxyyo&aMEf=Uq(XR4A~fmwXO zRx$7uTA>26fOy?6Pb#&Kzz*ne{qalCy0B!vKbvl~DIoX?O1bw@P#e!a7ENFgH!~uL z_Uh~*7@#O+Y8{P-4`bhXL?3*V6-4Pb%QkyJ+>CQExE@1d4&oP2iz%=inrB^=N75M0 zS(x06FM!rmL5yhVkLfb(gqGztGf5#WhwN#g|t~0jk1b?a)N?72uTzQ zKt%q=DaR&3-s!UCySm7rg9R%qyle+N>7LH=hhV8cBvIoHQf|w4r-{iDVJZLk15pDn zJa(|(>?N(La-HBhGX$1Nf>;O2Z|~v@5{1safDg4HDO{WBnR^@nSHftVfI#yFpWtYA z61+pr+^A(@U&ZcYEL{PwxS;2W%1ftJiG%x{hBF;XabINJS@Jl!{unzb5E2@3gUUyUONRzV=5I}?uN#+_a6LI-gzCgy?%=r zq?35zoLpF$d2=A~oE_xTZ|TSn>w`j|q{;_(4vq;VbGQ%cNwMO#_}Yo6mteAG$?G#t z{Pis+YUJ#SC!~Wv9&2VoGv_ZI zuHR2XVjE&r0LLUW_Xdae4b{Lf0tcvMGT1J3fI{u{cG>klEzqyBnbep3c+^q%?|Srj zQ1|nOPG6(c)}A;K;~`8{`W;q@V^A;lkq84kRC4vO!8inDNifn&M&zxA^DqD+k1%ly zQrZ&5sI`45XG5@(;Psti9HB@r1EIh@ajPmbsZ$gq`~WyuA`83281`%O z$-qBtNQ)8?{s6Xv*npL&2n}L+*4?9K)*)Bx0OhP0u+~2o5GX6>| z29Rr6r+)D*m@OfXMdrraLx%&ejtDJ=usp6|fn6@-hqy(dFZ^-wUf-oxIxlGJKfxoF zSNTqhU%m}NM+eb}A!d9IqgB3$pn?N1LCB}nKSG9t;pHsvG zOC~z zPBvb+Os&ZmS^#~K>n(GT)5Xf}v7|}|7`ltY81@|do{W(iJscNDAyR6^*I)4c6UFOy z8p_0{LyD0`X)R%}E&s+MefN7Bq2nmx^YD60(im@N>p2`32Z~z)VE8|!`k`A{>c(gb zt7rXD8}wi8;WO5s&jy0D@V-NX@r^F#^y~7@1Iv#vUrU^lOD7boL&o1g)#o>_c+x{X zm|4H`20EEvvWDThoxqa7;Y4(ZsbXdwud0vHJ5y+8CIj?6@aBX7zZP2qR1nuUbo812-q49;Y^Nj&O~*#kXp{pjCe~)tUOqwVJA) z4bLbD{%KuQAwn&W0g?2HxMiH8(SRIgZK!WjKliuC_J1{rLhZi_1K`@hnee^SAy(7{ zMGkEh@;raL!9F2TVajlZCS7m!;4B(q#;olJYi33FTy+&S@6z$+0p!d%HLdDtR1-+)K=vCAyObMQlE3&KmKfN2J2cFJ^q+7i>ML* z;0)v0WlO4;`YtAaUsoqzo5ofIQ^=uWbw$nk0V-UVdld7r_fO9yh|JbR=`+ci$v7k+ zC6MJ)e2R$h8aXAN*MDAS#0x)HP>IVw<1C%aD-uEZ5vHexT{WO~H;MGRsPeQfOrL5~ zY|cT}DkSCp`a>vsekdbmFCnhZMSL~q+O&kGO0iuluB;H8C#|A1(3VnaWVb@v>}_@~jgACJH9qfPt=UM?;P@)M7IqHW z4>)et>6$x>{=q#wEsnOt9wyM>mRIgVwr8|yC)$qRv>x{yki zbP>yy9&0yGW91fmRgPG!IDoQ6`ZoDS1T~Iw8fz^qN{5@a|7abO-0rjWE(?(56SbMQ z|D1WJpQ{z!Lk*3ms~;XoY9;M@%r?m@&FkgD7$+OQQv{aaXFignF$X zzOi5KES_Q*HcXbZ#H9})q>zwIx@ru!tK~@vYBH9i=`?s$a}$mpCsiD>=(ZWb6B2!bbh)c=m?{FZE^kki zv;BOGi!yfnP1)$3TXuH{KfWhh_q*8VsXDxt7Vi1#!Yoo4Y{OtKmDpYvm|BoUxfmJ( zw>L*Yow!2%y^e;ME%Y$Dq)yc=mpppuJ=HBFv8z`pHp@MEXX%aa?pr;ZFg`A5Y2-cB zl_7ABiUbt)Mb0_)WbpWM?O1O>D0h10ofHuNgMuX>ZiPeFC`$j0FCUi6K9G@8u(HZ+ z?4%3Dyxh&tq6?$3ogBiK4xOT{+KD>IBdMOrSj`?o^L+YFcekB8)%`+Weay*q-GuMr z#VY_o%nlB@U+s41rE-VXo`1&)EXiGQCj4&!4;F%Jz`z*p_pjrNbi~Y7L5kooQ1E29 zbt-jRgS=6#PQKn5XW2$_uU5_~8|^dUe-odg%obq9Fl=Lov40?4!;C3OzuBMvN*9-4 z>9@1e`W%|;SCkl-=?`DHJ5I-ODJkg$Ku|AT%Da8JaC}Yl)B|OJHE`zY&Xf+he%h+R zT2S`uJF=G54@lU5=sM0kD|zN8`U_+QSQ4EVATDal7v}U$xqE(^vteiiBKx85Kq`%J@N-X1$ zX4V(dGwm@7V|HIQbyVb*wSqjjFUtY)kw4W6V?iQSi?iSEtX!tdk*+AF3SHJF#g_<* zO{?~`DhQu!aWQ(%U~V%^9w7ssDPm#dba_TyRZFcW2sQx z^sFas=Cx%n&I;|YB^d09aAjkM|c?>06`5hh1XL1eG;z<$b7%_L}!kyQ7 z(UBV1Jo)VuHBMcJfA)|j&z*MuXpfVuu2K1HEy1Zd8s$Ou6ViH}RPj+uwzzo4n?_#} z{>$}AUX_!lwBPAl5S0lYvSC`62u^~w}o*tDnd*uL!Dwu58 z^{jJ17e`a!)dcPaw>Gc%U%>NlXfSX3{d^JKDnFtE{IP;L?1YQ&S`*VD4k_yM|E+Bq zOFB}AhI6rb(v!sun?BS&Mkkde^;;;y78oyP%{@3_WI-~LO5|i{u82B5iktBVcn5b6 zqroP$vCBA{HKN4Y73<(Z?leH(Ls4jGp-2Z|AZ|6qYKVOi0Pw>DX-gV+%SCc3I4eTh-+(y8OR z3fQZLYa9GD_OhCb3=F9lVh{1${-`W+4^!O}A_>eSyz_U5__4AZq|-`Dl^TL(+D6y# z$aD8cfnNjBykjQIpM~1iG(^&ME@fhDm{xroC>WepF5QlQs4gpX-gDi(d;; ztSVZsBn59W7!4P_b6|qtVc<~|dRtNk|vXsGz8kwJ`{2Vn}3-atX zAdkKOc$8IciMPLe2k3xp0BpbS%IqxH**m|Yc5oe$&GON9*KTJmo0|JxGrkwz{XODL zjm(nNhFd+%oeu_03$fy|nW81;cqORfhVMr(!c)1z{ceh=WK+)Al_&}w@Qq`v!~ zWKm3OUmZ&OHvm>JYD7KLnP^Er{WvBmX7=(P@8oxGkJJR_0ikn`uHW#}=YXaYeOH2h zs;q8UKK%RKZ@85tplCP|Dfq71PjqU8P&6Nl<5m(xB+Q5l_KZ@KY9x}%cmIxR4!m9c z%r4Y>?TNq`tWwQ|g386>vgn4WAIi<&ICc8gHrS=EwTRW2=OPmjgNaF};OrjMU4S5e zAJ|bNH40jfkKcF(aM~((g#Y}m8Ajd?&VQb1B=o{j^iAT)iCgo6@6OgBO+(Q(0DsXc z%sZQTdD&}G37d{t)7?+R0D=Da_9QSFg5FPlN=VfpG$K{evCH|Q0Qr?cDRn60qG;tEK(e9zL6b*u8n{KB_y&uyO z8}neIkzI&;f3C1r5^7Vt!~Sd>@i)KWO?8ICWRIZOrwvVC`|gD_V)VgROWAudzlWZt zv~N1&)p1N=5%iKRt=Z<|XJlabS^Pdl+R%7l{dNr5kYXv&8%|Xi%C(3o_!t7pz^2qs z?_{CpZ&&9n1i<3D&_AeGB!^VafRdciUP5oH3b$W0AHN&jY5@e%s-4vi#4|K$YS?NJ^v-jX&HnAw$NY>j9fktEP96*VKw}JE($kS&938*P#q=HLp0OKGu=^K?SMCITJ`3%;P zn>X~HPP<{qxCsjMFKonIslR6hp!w2|UG0E4f8dW602a{trNqgU0Mw2WI&3CT z)BAVF{N~=YwbpUQ$9Qpvt!-f{L7wQx6Gz%g3MD4ioH(;|vVu<$t1`w7p+xogN218eOK0;7`{<>%cM&ZdnuyU+RN7sgJlsvUGUVvn-c6-4UvX+ILe z7x>jA^fsW{a%`MUk&?s0D1iTPI4vc$V%F7k7U=;(wBvQ7_oNS*z`e47gU`D^rpob- zz9acaPw#ieGBW$uoq^xBa{Mzr8w%p@<|kCbgS}CvxONiI2}@*bXBW{f5Wxon>A!gl zgY_gbkm3eG-F}*u+avGtnyF@;eG@T!?ZXBe-oqnK^#&m#69+%@8HCyC4~(#(Io%s z_50?TO5d*qp;3~N?h6kb5n#!%iP6GFJV9mn#D`u|680)RgITK-B@f4K6O@G>e|T2g z?#aII3=g-k!-}_GB49HG%rU}q`-VX_Un1+|80^fYa2UR}+&p9WSxDm4hh|?h5 zCzKf!&R-^*Ff*O07lzV{`0$M16d9f=32d(6ENT#|a0hVYs3}!}K>K=MJ&Q+I!6^DEG-R&OxdZz5$7=jtF!kMF zs$AnEjh{m2NXRniNi?`m96RBsZ1p~E<{?9ykIeGwKL>V_oYjj;S{OV8c5ze1uydba z(IfZR1MZ*b{oQ5l;iIWVDurSJO2EfNmyH6~zAXsZ?~{~U&iSgeP>B3$iyL1F_*zZd znwYYG%2(Mnezdfwm?)PAE0CI$$PxhJ#t^Ji(OdXE_UD0?h5erl}1h+ zO)W^8y&W?%{X?-U)cpq35O3W$y#LEsS7r(~&yZo*^y0WVDr{&e$yXsDUpe___OQQH z&TO{I6%&W5Z)@d>E6vxq6S|^ZIu8|`ili8s1YGTTeZ-Gr|Xrt~l~emL%w&B66k1jF*Q_oDx$t#I@^R zKcVF|E`M$OpT(swdJRnKiFep%h&CT)iYfp~DO-e{;WlI)qjrZ5owdD#8j8M;tLGu{#9eC%%sFdgqD{=uDHAEkQc?`aWIxllsPJq$O~0xF4A=kFjC;6kZIIIX@=~$NrX{Z0IHHxOm<}cH3_C;yX9! z<*0hu>L|^?U~0WZwohhq!xZZ)zfzD+o>kPMVI)Tn7+JW)@oY>^-KHJTOH&!9$av># zWj1NH641zK@ND<%m)_LxcihG!TyfAC|B{1F@!161t3L5~=1>OxjBS`V`{O&fE0&d8lf-JqGGr52oS{%N{&w%cpv<&tsX zDu_Svbkv=>0*Rj|Eqj4>QAlDR#EP@f^LUCWHD*?Rn)-m@m7K#)BjOT1UHWGX|}bSw)V{ zhnVr(MSLU`5U=&(#;6Zf(*O(Z-K{up?V{_l z!IZDD9NQC0X)_Ts!Slp%zo7~9C9sjIm|fIpTuQiuWz0D_g!wv(1KKZ@j>-wYHH_jC zol(pw?3)1Td@i0E2hstkbKdqhg|=0G8*OqrGEpXz==!U({e(hmb>F!+ zWxwRE#}RY9hD>VXk;$678pPq0UXC?SCF{fXl*WAw9I^qXPg2`}ihG^)&=?)+eXd>f z5>Fi2KK;1-sc|mR<X{}Op(FJnP?JmN`8=$Nw`(5=vB=Gl3w`wAS5}n9P+VT zGZD^%bPN(5wMrozFpHWVo^Z2@M>>j@u(FFcVv8VNR~G=Q#_QZgNR|k5ZhnvB@J)U^tg1D(yd9rh^0Ss7&2_#_0(Sb+CrfB*{`v#?@{mNvgx~x%GIRKh zX_Zq>byb5(piU_)4oh&E{`oIb|Pu2z7SWZl)%M z`bKvHcP)@arphH_A2zUyGG_%-y};6*Y3Huwc*?|svIw^M2-TUe51k16X_IMOG$*zHOr*&f%8Tn+L;uQh%6X+a`-&^; zPPyJj1Fbr3+h8rOkL3~z+gWWNHk{##1no0OhoYs zx`oNh8n2}OssOGlUQhSLHKOQk9m44g-8De!!0V0AzG_l)owG7g=jNYe`84bn(}l8{ zZVkppd1!Xaz5Y1;Ug*yu7p7yVZ659o}BUY}YB(|a-YMl8E zHPsD%`z#)Z6h>NGt`Qm;5jNb?s3l=}wL@yITo#2ZryrJLbv`^4F;^7NJT2VdKJJ%P z*0R^V)%=aRp3gPvtyM}#n=kDw=M7mWAIn|`rb3!&VcDK8h`?UZp2fSB*HxWLkiqC# zZiltwBK!dqiqWg8z zL^&*Wdfa=p9PtuU7bw_!>#{}DTa1;6{^h%!nZ9((7Bb0fp}pA9JCWnCS^{`?QXLMT z&Bb!brGI{q{i3QGc)6NH=IrS<^qj{<&lYLuFd|zr^`t(x3*Pz9Ah3btC!?wS_@I9c zwv0s+t;g0dhh%?GUF}4uP#kMCLfcc!zL6%Y2}dsoTW)`XkUKAtQ+LhJ$VUIjzx@sp zDK9hr)y|7Pzpjlt)Wqk$IE@z9_Z${8Etvh6cyZ>DcxpjUy3$i1Ui^e%yLbcW`xorC zqu2SV$%U6?&F%h$m1slPk6WV|V-N*2VNblkR@Q3%=IQ!yOS;{^9F8*?s^4l|5xPfe ztf@ZBVdkrlBIEAak?GWj{`W(+fJ`|;x1CU;F0!oaMVE+Gd8y1#jYC@0o=EX^{(pcC zIh;HI2%b~k&DKzdJi}CVwu>8Q4FT<0O zU*0(DYPDZUK}XWjr~mRtg#Fj&2c?35kPEgqN-hIMz_Jy;ZoSH9Uu6SyU%W6iPV91i zf}rjlow(nE|Ik=^178Ct_lm(D(qs{1B*t$|RN59B?uF+Q3oB%*co(EAx;Fq%OkY%> z)_2X(OYYa<0~D(bM`K=lySgBzyXS2c5z+C;Gdh|VMH_%u==lU4!gd>d1Gs$_c-$G_ z5!jV6k-c!AY-xu^^b{N!C0E-B2h5yofXjYzTE32+6~1t(2>2uT^)faqAI(Y^I=++X z=2FyVl;z}foJTlh?R)uX+WvO-vLR=m14>Fxnskgzi|P0F#MZ*+Q%?}3%#ESaH;&ac zyX#kxb%jtYi-Y!W-x#Z@es=cZ2Uj8M19oRP@b5=nE3OC`hXZw@9afj%U5g_R0a~## zd7*z)eP@|8h&wwtj87DyCxC1y5dgPgSD~N-c3C*EX~dwBd_ZgiAAPk2$a6i;Uiv9q`i6uzkUj=C=WDEUeay`R)ExevHeyRsL zsr0T)b?bNMlx|HW0MIb>=FAMzl#(6ERUHJTLj`b)0_luDBG$}Rz>R!>D4s!azi@e# z?cim+hN|2o-%Q55;?{Fe1U16@GCUx>^?4p+m_DM_M}i(`OILaa=d=zqjY)yd_skt6 zBRoOTIa0a!7(Vj0+JhG&v-98(6aw$SX^~OZGS@L$kT_m#J!Rzauhp3zDabQFX)Hsk zN1$y4>fF3j%+3s;B_9hcRS+I|)#?YaKaD(FdT+i&VxXuJgrnh}ynaj|NKH_Yrn*YV>5T+DV_kJV@cfC4xt42CT0)Gw~ zg_c9nOeDI;VK+RV1QQ|CPWl!|EQCVDwlMPzhPIfr){|S7WMxN5O%RW-fo! zY2O3^!Q5Cd;4?D(uLDd_$hs0h1z}}u=U_#aIDG;z_nA?)7SN{aU4S{b`th7pJK)C) zkD`6&fr05@O)UwJ;vq8e648ZM>K*~z;GY0Q^9*3E`a2u+8)Pu3H%SL<`r}!r5+Y`sFyV}F#s_74rTu*3DaMk7*&qAV+J>27a6rC~(_ck)W9^HC^^9sx3NlgpT2`?3@C3?KL1 zax5nzrlh6_zrqk2D<3L_9!~++{t?bgpfP%m;5Blebh$tgu=UfURW!)!Gys2P)E%a1WSY0tNGl8_h_I%z4Uw(WY-_;23#-_tqB?)WvT%S4|Km3f z+0wUW`B^lH_ z%AUr~6YH(@mPr3Jcbudp{s^0t)#v7ld(Ib&>SZvRUUVGt@8Xse7HJBpSncP_E%u;F&8DRt*X3766khh{1j_Y`~AaFlA_5Oa@P!4 z0|jytkj66dr>(VWDIM}Gc>F;1 z1yScYq}GUXYn#c~=HTzphR}Qmp_*u~MLD*9RFInX;M>3b0Pqvx-VY{6izZk=AMbzu z7jS8jvwxe3k&FqPdj9H@?uekQfd5x2#c0eA?W+)=rGg4gRbUwrSp~*KlTcN1nq(n7 zYaO&9WtGpZQ|Oe_& zdLSJ`8@Blnzk@J}=0bw0&I)c}5Q^hxs*H@y|9o+Fo+#VAY0>{`-5{xhN}y_RV-$?=*DdaNJD&$XH#A+S?%$IlB#)8(T;wS9{MN;#TBG2)xH3fm$j9tQhi$ z!r@!$+Z#*CFxt6A(SUBDyapH`2ST|^Q?OiCA+>A$!%jYkeX>?j4b36H{FRVxkjA7D z3g2>^iY!s`@=&RI=@Y+V6?GR(uLu6`4Tfutd(IEY{1~Y$`vpv6NXm{P5~6iTq1xd* zRx_Zz7i;W}y0TM5Y3>ep+TKUOB*zO!!^1Ot<_(H=l=xXj&UK@o%a)6+%w7g*-GEcV9D zE#c=R+aWtEMM%cVxLJNc9^WFd--{ zQX}xw8y)?mQtqazhfHykZ+5ynLsdQuMCI$&h0s90&JeR91twg7s^IL%Sy}-Z2&+&z ztpgCL-j_v_ME`y+1glK(3beZOG(t%5X2cOAoT}hGFpta>`n9?J>&IkqsI*HhC~KWy z0!xA3JlSp5=%D%q0q#tb(g0w}5jJ zwk^F8wXFcz#LMl;Qu0OS4NK58C9|M@co5CVTqSG zpvHY5`rlkpO)sQcZ=ACw3-|lVRc<(3#)7`7@R6GOX;sVYpX*jqs)idq0vR20J*v!G zoZ3**JckMfe{bGYaU5L7bp8gA`t$^fJjl_U7(Ad?aG;v(Ps5VLyZRX*yjNEbXjAt| zI%k~qGR-$LMkrs~PgK0SUGE_i25)Sriwsl55fgs|g7JH&Op)uS*y^AfbdvsdgO)z7 z0=5^Yek#8h*Z>V)V(4L6Fer!plqqScOy|{miGG9{6vay`Q`L~YaR%Gw4}#6WFQso4 zIU}E(LKp8U3cK+D-596>FALR3E_s&+;Z&OZgIym0K3M`ie*(C_N`giYA17HvCl5jq z1_XN(yc1=k{#Gu8iiE?E7;W&G1{@^7hqi7GYTe?%Z7*LSKtBi6uuNQ3^erqcI)0<6 zda6`5Lk4aEv%0;$dzxA*1yV*?brSVy_d%3VF&U?FoF8^*Lg_?>z+}WWsNK!&L#R;Z zNJ(x(r%B5nttCTiu>oPjFW@%&yNE27dd8ME+ngIHbxNyu4jnHxCJUelS-(7w4Wj%B z{R2*==}w+eE>&KuYgHl!h*}m@KSRl`A7FAoH48*uWB$KK41ImZ${mTdkl<#uyzpR@ zu3|zU;_t>9kG1aQwd|+X6%3#vW6>`P#mF->Wr+#OTD%bCf6dVib!C_&bK8Uh<#G}D zY`kini5kjE%YX~_Jf1eD>%ZxTwH345;g+%@*%ok-2q}uRHTJ|KI(VV8V z-0kghfxcm%B)iz9XQvsrA29}ubkSjY^?}OUaukRYgPy%#M;I_Q4CPrP7wa0=w3D@Q zgfxHgWC-D>9GOTbPGmmY^3n#rVS>yp-;`6-3sBS4 zURJ~L1%=zRR*#b}l9ts6=3LhWv}4{WM~h8MRROQO2VsLZOcy<)VOocP78X|w*tsGF zd40GqN;Gkji7%(qs(OKNO@3CV`IMn0C1aB9ZHbGQo8G1j*>J@#>^&aek~Ax-t3j*a z{F~;2i5N!|Mke-F6n)&5dG*+GBUQR5b%8f|aBidgO@%=X1Ct^$>Nb|f)QgpQ4dxl^ zvbvNEs2Q9Uoci^{9wW6`OFSQ+c{g|25Z*J-VEFEX?`?xN+z&n>%`Rr5G!nMi$5BKS z8xgyFU`lsgj^+BPqn`F}q|eAMc5Dq$zCgf(>R8$3#Ry3wAJQ*GjM!b!di)tS+8Z@D zLk)pIF&Mo~%cUT`YDR1>%q?cchq~p%Gwc@jVB2qKxjt8fekAgBtdgP>&3OIg~Gb^RTq0^wgnd zQKJe50>(hH(>P+get{u4i>R5|P*ngb^vTl2M9+i@LSD@0E1>Jb$ofoWt@pCMeSEJutGCmDleA>``pVvz-bvwktfzkJ>x@D@N$MH_L!+s*D1 zTUj6ZUBhne_|%A2^RX%3Mm71Iq^v@8ZavJ)RnVr*uXlGYG*w*l6kyBQJUy*-I|Gv4 zZzvJM3k|YRI>W>flW>I4g>aNCXCOM+mi^%~XmRHTr<`N~?MR)PAhh4IlJ>*1s9v3r zP{cPd$H%7P=XjW)pr~+YENjbk<5{itz?_59JX(}jTJH|&CMn-B<{VKnYD>f==gKDO z2#a}=;QMBUSMtUt|5OK^eq=RJr#h|BpsDKz#L*LVO|9rbu=~_FaMKXYFjJCP&ZZ!uZx>uS~SR;F|!DRepZIjlO@1Et~eY@9EGAo<1JV0B*vYN`UnC@Gd3r- z`#5x_7!!2R?Emwjo$QD%a`rK#44}bG6rn!y_ZS7Yg^PGcfP#y%%E^Nmvj4f8jNUH{ z^~qFq(W27)lStU313U{JfR?Ft#xNrpuYFZY%!_}2HsQy&b{^w#0F?iYj#@2HcNmW& z2;ap*tC1SGmcQ9JbBoW4sb@}IqMEbtH%|*z0zaId)b1%po1pEywYTG2ft?6F5GyVK7vmv->_>hoJVHdpAolZIxWPqZ zpsnU|%A4!m6G2_-C*8yzKWqg(^4-6F3Jsh*25F67=CpfJT*r4f-TW=E`Hm_84)G4X zHM)Lqy6K?Dr9Fv5g~S($(fy7?6R-t?8#o8@rLPb#glZA}+Movu)t<+f7lQhEH4ziZ+E^KvkxOmo?2wuoXrZ@8V^<@>~A z$Rf%G|8VWur;4mD-&=FHtIaz-2iWe)1ho8PEReh>#|(j!Ay3Jw^?JN`ZuWzHzoX2^<8*?G6mzpMoYW8C1-1!Y zEp-L~2CL-(&z*w)5x6e)j;g4p)PV_*6@u@9<;30^Of5nJ6u z|FVs2H?VF$FA3hSJr4+TM&P=+@8rD`&wxkfCDzPxiWyA3@)JUc?SrBpkl-a70Acdv zG0;D{3F70q$8BQ?yA%fJ5~Pu^B6|6SGApUn*<(m6#8Z*nihYI>3jGI&%1hzCdg}gm zpF`TW_=7j|!M>`qFhgfAQpTPkE>n{kK_L*M386y=mn@dJ0-J6ssC&^866K>Q``a8o zLO`m6bopVs&q}=H{e7jGI)E_FgoK!WI|#9Fp^Gjm&8>`U8x>rI8;>~v3!3j-qKhGE z1bOa*HmQ9GvOJ1M*?>#{{ zLbH>oP0E9pFn|;`@6Ul?atfK%2qESJbc^P%Zn1?DV6Xg-CRs*Cy(U$@`M|X34syJT znmj-2;1==HX6a_RZ6o;>ESB%k4}MfO>UT~g;zeC+u$Vg%Cvwc(NgSxrfRmS%HC!k{ zSs^OR`O#{X55-OdNponY1pt*e#&9Q1q{*iZ%WUr+ciaBm$Tmtxen0AN1%BiHdCYI zP8Q%Im|1PwDZNgMsRe1yQCPiqclxNX`u`7AvRl)D%rJe+0~df>5Yj~Jr2Waw9UPm)ZbV3_v*^8RcSqcEl_L?y`BDiHWKD*HaKV!!SjkIm#3^@c=jdNSQ`Ox5Q8(| zwU3&hNr^uKjpI9bpWR1<%0s|g&jV8PBNqUc{gjl`PPjb+I*KWTio@VA_5v9<9M9Y- zqqh6&Q?c_`S%4s7lccPzDh+bz2)2CQiUw%ruaKCYw4P5yNSk1T5&O>)w3;l;NV?d0 zO$uT0A3CLIOaCyI%^tjW5VL3%@5NZ!Dr~4aSVM0?(k;KN*?$8XVX}U|t|NGjW8EVu zYe~MqU&cuq*TC>@Fj6L1bW{e!$z5@_YS?iNiEk^=aQgs7=loTj2z`!F5pG1m%_%h7 zKyLtVyAR_BDr9+#L);HYMEjgs3mV-kDMSJNdH^isb^sUbp?4(<1p1?h$*Ifo`2OzS zP2zhmDB$R;bf}X@sjcfzwscs63(yg;r^N@tv1)l(JKScjTV?4pQ7&LFgNG$Ai_8n^sG~3AjC+`6Ce9j6;R%&?ukw*s%tH{t#u_qANt&_>CPKvqv7K;mcs7ClpoWLs$~F)T7N#?{LiKmEL@3~ z5@K?zag5$CuFZ40i^5}bU8Z^$BND&ScdY65elf6ql3_EbZj%a#28Zj z(wY6XvutblVmQ0?^bJimEe%s$5!_4K78%RMfgyo|Z7*0jQtsXeflI3U_mRh!sDu<# z)d5>~RjFKRCLdWZQV)F|zQZ0qbQn7ajznn0eb**CI4ZF{msmJx59&NM$#Ti0mHoYc z_ew!z(nYQ6yH8HMzWB<{ErJ}k)>wWFx8IR=qHu&$CGm;Ya)fL6N(9j&JbJ=|C8Pj3 z5Uq9=D7R+Q@v3e~mBT0L-v^@T2n&_kmoJ2qytJ+?rb_(LsH!-CPumiC6G zbn|hB1l^5&I{cn(CkuW>U|EYOVlm*l9LI6*Hpde182IZG`0cIqDfZAjL=GXwu?JC5 z7LMAstx6+ZIl~N9d^H?9qHBJP%`8Z)Uj_Ng*<%x`QR(eJ!%adM(b=1D(#l`IIZ$Lf z)ijWj#6GfT^n!=uhNW<;&IHkIS{K=baGwkq0A2S83n(yb02M=5KK$FWYIB04=T*2zOGl?A>-^-f zv;n0hsufUFHNRiI8m|C9z0b@;`kLtEaviB3&-8aKVp`IW8E`gwZhqAMB{*9?UGND^ zc&p{D+xZ2id(OAXoS__mA=2IwzvCV(A&g)z!$p8qpIrBaWq5_SPyh10p{xgj(^G#y z{g9)-9vcWKrVz*|2#Cm1_|Bn&XYyEzq!22Y8(*)dm+Mf}+DtaR0yz55UB%n?c@``JJ*(J?&qLU~k4%i!i)GJFl@aNzj);lBPpAD*YsWgI zj_N=xnWw(YzkHXDq$URaXM6p>8Jt!EB*_d=+-z+zcwS8H*uf{xb|6q&z3VASdw3 zxV>KVV)MXt7#tyE*;=k=UG3T5+fd)V#8DfJSTR2knaM1`qPsZ?jW|Gpw75xt{#w;^ zVI9q6SxX!b7YEK(L#5?rmdbtRmKdOZw>bMAJIpimn{sh)Z`%!_o5X1%C$*Ol2m=j^ z)bXmnVGKiu(WC;XBfbwn zF@A-*`E?}BRQ;O?qEug)q)34QQm_qqKE^^9tgBtA@J!UY!chC?hE2=dcLKEJ_Y`kx z3F0R;!*)wcBP^7deF`F^J&#oA(ELcHX={S&@6Q*CJ!TC2m(rxm7=&*$`!L74DFK}? z&PgU!MV~g-hCaT+bMCSPN$~1G?oMPYR5p(muQmNvM646O3@)eS{)r5fk-G02fC^-P z8Y*K08{w1t@!ZbRzfz%Y4RriIqMGp>pxA!g8no7R;yYsVcObJ9;f+HwR`fhl@EYeE z33CKIS&`Lb3*|#mAUY(dht>MRBsH+IZlkIQFQ&wglb7vlAwuZsICFSh1%^c|-p&66 z3@`_n4t%AVwoIEv&x6Z;TH27|ta+trhMc(=?Vr{?(PLP|d6aNR+!BBB-KlanlzH2g z2_GW?Ix-Th3d)Hgb5i5GVpRq>c=c+L0Z%B*swMm#r6YiTfqF+uY6Y_X;n{S_UMIVh6!#T==d35|C?jWhL{GN zEB7bea0w;ZDUKJvh_l>dq9M6^ir4pu?9<>g7RI+YT_B?0N36nBWECM*exR~c^?!=H z@@S~rJuXJF?@PpBGE~YIDf`kwD%6|GPAOSRCXsc>GKisNctc}JDJjcqnUO3tV;ODI z@Wz`ZTZ~4Fr9t=mqwc+b-+%7!9L^kvGc#xWp6B_j-@|bVD4n%|ab@A-mPwg&z^|7- zs^bq9QX!)1Z;pQ7Zoe$wzvh6906lKusu)i7+DW&>D@ut*M|M6l+=U8)Be2)?FMU0G zjtT~&2bb+8mXP5NoVcmnN>#;bhX4r{V81RqH!p#Ay7Po4NQJ+ZaA2>1_Hx}j?<0G= z#n#BuE+8Q^b*JZTCX|7?OAGro#|si;T1?ip6IJ5g!Z84icAem|;M27^Ll4DX${M>1 zi?2hVx3cmKPJxH%{g3iosnWD$lN7h(SBm;aL*wJrkcT1h&z44h_kwV5s^=?~dct2# z^mPV}1STT?p~b^(S@m@GZ@qR0*CuXO53rVk+M6OW__UCe9{S~v`%eC6( zJGy+Y4IxbWgV? zsD;Q{wMa3w`=^_w#~xt>+*V%@cFV^Om@9A>a%cPW99nNGKQ^!C9VTc`Zz`wm9NHOn z3)%~oh(VT(gT5BTaX&)XhSnpVLhC(rj~$we=Vk6x5lpc0=X{^M`&o3Fr)hocDU_$i zG=6g$p%dP|30u40i?G=CV3IL#!YTg$`vmn z6{8LLG9Tl^;2!>N&3rQH>1e|kHYb^M-3WqC?3quhNn|PS7W)_;S8InWJfC|(`@>Lo zV`W10QyUw%1hSXtqC1K$Hw{p~LZi^+hUnrmLeDjG=tr^GhGZaRwn&~|;G}CQ$)0+l zVBmkxbzIxxQDu<0kW?*D4{O+Lnb||fm*M5c62`*k*`Czz*x=Y?TLMxEIl!m3 zoYDW~NIeGbyPDMf`!$P`_^9#~5Ati+u1Ixcm1T*RAWuAxPrU@bHg^vi2%lFX-Sv#C58+IJUa|698 z;3=q3MX+Q18Du4Eio#(%T6**tE%9}wL<=kJ;Rjs$`E>lYxX`q<+&lX|K%?)sWf+rl z+Feo{2LqyQA4sVV69}0Z0d2RF79}k0+#|XrP-$eH3D`szJVZEzXj2_o3|@3>%JeVDs>* zL-F$cxvK_!FwG_Jb<8MY0|RAtA|OJgfsQYCg1*x?+hTfTgG2HksO6z)frC-@H^g32 zLCgGcg4{6xt6^bHOIAh1!k39iPc-UI);jq+lNrJ-kwd1$TofaIbi*T3R`ZhwDtbVO zWX;(Aq9JS)Lp?PekOSE>rQutq08U${getaxDL(}%D5W;5C>*X24chu3jqAA-@qA)P zDp~>Nvga{WH7sh3j!bf((loHGhfGFcx9*WyXR(&@LuGyqO1?D{s?-;6F4RgmN2FnZ zZbQhW$q3hbj!DdQcRs9H{~W-bU*mC5exE2k;*I?aY3YL7OsRK7;#DpiSivr)@S3u) z2)nFQI$F;sH7$3hds1v#J*J5`(|npI`wYVB!rjRO3dwZ? z)by9i(~<%6)0p>u0*|=@one}GHi&WCdJMcN1q#C>%X0H;3IV;Y5RWRflUYIGi?`#@ zijaby?=wPwFjq)>2rYS+&5k{0Mb+cCl`MZ2)o&{mC7#3fDXSI`bzsa-XR(K|H07H3 zf-?{l->sLyDErpm#n8gZev!@9stc8aCu(@4xw9aV=u%m}t{njLeeZ8<41dMl@fRtR zGdz5;GM7eYU%*S&t(yNi4#&D(o;zZd_2Ri>3lS%9^gfF{GQ%5Q3$K5ywfwU=oqrxb z0)=ngKReiQaT9@OlnMbG@2XKGQ#MoHs+wEL$eKA0(1q=S9UzGu={7ne4&$@W#Y#!d zHj3`7)xxFFmTN@-FE+NmgItzV`j%Hv*}8PwbPW7L9Z=ZrQ{(8e;_NBcJ-#+%M}85c zESkEy#dbT3F_aaql<*NPY{zGYmx-^T6^Kh}jsth>S^Fzfr6v24x0NGIL8`QjzqgAj zRx@3g7FE!}f-2XC>y7L(V$gZSfW7t!{&KX$tBOWP(P)lxR?D-|@n*qRpFtgQoXTM{ zIKT9x>8VQyQNvU*w42%~5Q+aer~Zq$J6weCKcG<(&*As53$EmqPc^c>DcFCod?PI! zysH?NrT=JE%TmD>O#Wv26*8Ag#IG0!7 z#)?Y0!xN0No*eL~zT;SP$qK2l7IrBAUdhd>7Yp}auZk@JQpld5sG-{0v|Zxhd~_RX zciw$Dn)Ll_irLz2m>x^g?$pT(mNGKlXmMQj!YJZwA?cJ!1ozijvExfr?DOBAoZ!yp z|FgwpILCf85g+*! z$X!o98`0T%@2%YU{IK&XrRk=}Q%cbAy>gi**sIF;F3liHBbs|)Vb5L-M&HROocF*D z?L|RbYil=v3L3ugP_9JtX7y9&Zjw>K?!1R(>&MCMDz=QmqUFJsMAo}ojEyhu(F_rg ztA9Q_CdE})a>eC^V0(u*?TBGmy53$|?2mP)p`H}n4mHl0*fQWYK5cL%@Z&|XF0*%m zIDK}jE8VP!;ryCRVFcBToN7u7)Cc`@>}&It7olkg zM^X3WpRh4Sq`wa_a$ioxry&f{Q!-#keTbE39z_~J9}dKmQTRkMFJkT82iCLmfLvGkpZ*j!kaJ7EAuq$oIx zFi7t0;PM6`L)w<0jluEFNoK%JY{HRznPs`iY#NByf|GSYR2Ksti<=^#=eMAg_06e<_@6;l}ucZ0}cOoH^+bmq%Qe}8|QzF!QtZc(y z|UKymFJcv{?n z8N@)GR8PC+Zo66NhgIQqV_tPhcA>S|bHo4-1k0hQO(pC~aBOC#wLz-cR&E84>*p;x zIu4#rAEs(dXb;~oL_kdjv!|PwDPR^3tjL5mdv#xG^<(U^cl1OmPOjtZoUEcm|ML%} zCY{IDVHXs6>$)u}VOPleRYJ#j5FzdpyW}>mtQj9yp3U=>RwmG?;VFpAUoGwAwiG0y z^AR#3DMb*BMUZj_e4YC*l>=c;OB@OlK#qx6T52g70MIc4)-B4s*LxREqre`tjnj8g^B02p-x2)!ij9N3Z`=E*uxyKr#3T zwkFE6YL-9s!boyn{h;aN0hEYeRrd3+-bi$%2=0ZXNoBx6Hlws6$A2(E9WS8wI zTgmdjB!d%7o|1ZpcY>)yBd~r`2B`R#HNDW-eswa3rQ<3q^g%osy@>W` zcmRjHu*!OHz|}hz{2^pI{hCFo_umGj@=zW+fwMzUsVh>ki-0|} zn4|$~D=55hebG6pzwy^2G4_cR5 Hdc^(