From abb485524955cb96bcbc5ae4df6144b3462ee2e7 Mon Sep 17 00:00:00 2001 From: Serge Retkowsky Date: Fri, 8 Sep 2023 11:51:15 +0200 Subject: [PATCH] Add files via upload --- .../A gradio webapp with Azure ChatGPT.ipynb | 216 ++++++++++++++++++ Basics/bot.png | Bin 0 -> 84501 bytes 2 files changed, 216 insertions(+) create mode 100644 Basics/A gradio webapp with Azure ChatGPT.ipynb create mode 100644 Basics/bot.png diff --git a/Basics/A gradio webapp with Azure ChatGPT.ipynb b/Basics/A gradio webapp with Azure ChatGPT.ipynb new file mode 100644 index 0000000..0849a55 --- /dev/null +++ b/Basics/A gradio webapp with Azure ChatGPT.ipynb @@ -0,0 +1,216 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "73cb6403", + "metadata": {}, + "source": [ + "# A gradio webapp with Azure ChatGPT" + ] + }, + { + "cell_type": "markdown", + "id": "2684f6ee", + "metadata": {}, + "source": [ + "" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "51e9adf2", + "metadata": {}, + "outputs": [], + "source": [ + "import openai\n", + "import os\n", + "import gradio as gr\n", + "import openai\n", + "import random\n", + "import time\n", + "import sys\n", + "\n", + "from dotenv import load_dotenv" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6100958c", + "metadata": {}, + "outputs": [], + "source": [ + "sys.version" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "9d3ed4c4", + "metadata": {}, + "outputs": [], + "source": [ + "load_dotenv(\"azure.env\")\n", + "\n", + "openai.api_type: str = \"azure\"\n", + "openai.api_key = os.getenv(\"OPENAI_API_KEY\")\n", + "openai.api_base = os.getenv(\"OPENAI_API_BASE\")\n", + "openai.api_version = os.getenv(\"OPENAI_API_VERSION\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9fcd25e8", + "metadata": {}, + "outputs": [], + "source": [ + "deployment_id = \"gpt-35-turbo-16k\"" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "99b623f7", + "metadata": {}, + "outputs": [], + "source": [ + "system_message = {\"role\": \"system\", \"content\": \"You are an AI assistant.\"}\n", + "\n", + "# https://huggingface.co/spaces/gradio/theme-gallery\n", + "\n", + "with gr.Blocks() as azure_openai_bot:\n", + " chatbot = gr.Chatbot()\n", + " msg = gr.Textbox()\n", + " clear = gr.Button(\"Clear\")\n", + "\n", + " state = gr.State([])\n", + "\n", + " def user(user_message, history):\n", + " return \"\", history + [[user_message, None]]\n", + "\n", + " def bot(history, messages_history):\n", + " user_message = history[-1][0]\n", + " bot_message, messages_history = ask_gpt(user_message, messages_history)\n", + " messages_history += [{\"role\": \"assistant\", \"content\": bot_message}]\n", + " history[-1][1] = bot_message\n", + " time.sleep(1)\n", + " return history, messages_history\n", + "\n", + " def ask_gpt(message, messages_history):\n", + " messages_history += [{\"role\": \"user\", \"content\": message}]\n", + " response = openai.ChatCompletion.create(\n", + " model=deployment_id,\n", + " messages=messages_history,\n", + " deployment_id=model,\n", + " )\n", + " print(response[\"choices\"][0][\"message\"][\"content\"], messages_history)\n", + " return response[\"choices\"][0][\"message\"][\"content\"], messages_history\n", + "\n", + " def init_history(messages_history):\n", + " messages_history = []\n", + " messages_history += [system_message]\n", + " return messages_history\n", + "\n", + " msg.submit(user, [msg, chatbot], [msg, chatbot], queue=False).then(\n", + " bot, [chatbot, state], [chatbot, state]\n", + " )\n", + "\n", + " clear.click(lambda: None, None, chatbot, queue=False).success(\n", + " init_history, [state], [state]\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "bd6ed314", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running on local URL: http://127.0.0.1:7862\n", + "Running on public URL: https://6e95fa214026e93372.gradio.live\n", + "\n", + "This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hello! How may I assist you today? [{'role': 'user', 'content': 'Hello'}]\n", + "I am an AI language model developed by OpenAI. I am designed to answer questions, engage in conversations, and provide information on a wide range of topics. How can I assist you today? [{'role': 'user', 'content': 'Hello'}, {'role': 'assistant', 'content': 'Hello! How may I assist you today?'}, {'role': 'user', 'content': 'who are you?'}]\n", + "Azure OpenAI refers to the partnership between Microsoft Azure, a cloud computing service, and OpenAI, an artificial intelligence research organization. This partnership was formed to provide developers and businesses with access to advanced AI models and tools through the Azure platform.\n", + "\n", + "Through Azure OpenAI, developers can utilize OpenAI's powerful GPT-3 (Generative Pre-trained Transformer 3) model, which is designed to generate human-like text and respond to prompts, making it suitable for a wide range of applications. By leveraging Azure's infrastructure and resources, developers can easily integrate and deploy AI models and build innovative solutions using OpenAI's technologies.\n", + "\n", + "Overall, Azure OpenAI aims to empower developers to create intelligent applications that harness the capabilities of OpenAI's state-of-the-art models, while utilizing the scalable and robust infrastructure provided by Microsoft Azure. [{'role': 'user', 'content': 'Hello'}, {'role': 'assistant', 'content': 'Hello! How may I assist you today?'}, {'role': 'user', 'content': 'who are you?'}, {'role': 'assistant', 'content': 'I am an AI language model developed by OpenAI. I am designed to answer questions, engage in conversations, and provide information on a wide range of topics. How can I assist you today?'}, {'role': 'user', 'content': 'What is azure open ai?'}]\n", + "GPT-3, which stands for Generative Pre-trained Transformer 3, is a state-of-the-art language model developed by OpenAI. It is one of the most advanced and powerful AI models available today. GPT-3 has been trained on a massive amount of text data from the internet, allowing it to generate human-like text and respond to prompts in a wide range of contexts.\n", + "\n", + "GPT-3 uses a deep learning architecture called the Transformer, which is based on a neural network model. It has 175 billion parameters, making it one of the largest language models ever created. These parameters enable GPT-3 to understand and generate complex, coherent, and context-aware text.\n", + "\n", + "The model's capabilities go beyond traditional tasks such as language translation and sentiment analysis. GPT-3 can write essays, generate computer code, answer questions, create conversational agents, provide language-based assistance, and more. It can be used for a variety of applications, including content generation, chatbots, virtual assistants, and natural language understanding.\n", + "\n", + "Developers can access GPT-3 through the OpenAI API and use it to integrate advanced language processing capabilities into their applications, products, or services. However, it's important to note that GPT-3 has limitations and may produce incorrect or biased responses, so careful consideration and monitoring are necessary when using it in real-world scenarios. [{'role': 'user', 'content': 'Hello'}, {'role': 'assistant', 'content': 'Hello! How may I assist you today?'}, {'role': 'user', 'content': 'who are you?'}, {'role': 'assistant', 'content': 'I am an AI language model developed by OpenAI. I am designed to answer questions, engage in conversations, and provide information on a wide range of topics. How can I assist you today?'}, {'role': 'user', 'content': 'What is azure open ai?'}, {'role': 'assistant', 'content': \"Azure OpenAI refers to the partnership between Microsoft Azure, a cloud computing service, and OpenAI, an artificial intelligence research organization. This partnership was formed to provide developers and businesses with access to advanced AI models and tools through the Azure platform.\\n\\nThrough Azure OpenAI, developers can utilize OpenAI's powerful GPT-3 (Generative Pre-trained Transformer 3) model, which is designed to generate human-like text and respond to prompts, making it suitable for a wide range of applications. By leveraging Azure's infrastructure and resources, developers can easily integrate and deploy AI models and build innovative solutions using OpenAI's technologies.\\n\\nOverall, Azure OpenAI aims to empower developers to create intelligent applications that harness the capabilities of OpenAI's state-of-the-art models, while utilizing the scalable and robust infrastructure provided by Microsoft Azure.\"}, {'role': 'user', 'content': 'Tell me about GTP3'}]\n" + ] + } + ], + "source": [ + "azure_openai_bot.launch(share=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "348260b0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.10 - SDK v2", + "language": "python", + "name": "python310-sdkv2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Basics/bot.png b/Basics/bot.png new file mode 100644 index 0000000000000000000000000000000000000000..9531b7ec0d39dc1432eb0a7be91c4bccb61aee9e GIT binary patch literal 84501 zcmcG#2UJsCw>FBe3MwM6(q2G7MY@1O=)Ftty@_-}?+_`1ilTy2CG=iHub~MRr1yl5 zbVw*tLP!GS#_uEe{r8?T#yR(nyT@RVo$Ni=Tyw28*PPFM)*Bry6^d&N*GNc6C{!OS z>XDF;Qjm~bymEz<@C^=>f0OX)!HMf)H+A}c}%QhfTt=xV-lUig(uiHb@ec;xO}eW6+1 z9p-R&b@GK>K)manyE}B{DQhW{vtpSkL2VL)R7Nhpb^X`nwAa~hO}rWUdJ{nWOmZXQ zcfbC1eU=*{ek2jS!f^hXOztA_^Upg@#E&GmZSrXaEjaFC{~>-A1GKTRaVT0S)*t#D z3bfJvc!SwjB1~P9jr(q(j-0~W(bfuay5!}<`%81Z@!g1&?W}|9 zsw-J(pmQCJ#f?7@S93GV%vvvc{1<6xLPEl)yJzpp>f4i%-D72?9<6Sg`qtn-BD3A^ zrqhpyHx|ri1cB~?MPiNK()Mfc9aq6k6{gmS3fuPH_-8_!zR`luqg0wA??#id+(l3U zWz+282QvW26QX9amT7;(^_0GS^QNN}e*IbQeI}q%Ldt!z`m);r(S|xI{+6I#+WvGX z`c>9pM^s|s7h$>N@XTqf4wtrF9T}kJ^9r_h@d~CFh zEG){Hnh)2P2beV6QNpgrYUW`R&Uz{cZ#}Z~aoqLzYgzYIHhfl{7vPv`M&;y7UVWB!< zRaOnwLuN{B4!#syrp=1QKyQr_fB9W{Vy6HA)L!26lZ59G^))T5-3o)_1l&|g8-6-t zk^VPbA)lov@Liy+|e$TbFiMleY9%6#h)a8|2=$G zp=FSFITX|8z-v;GZWLWqP5jz=5%#tsLYD=iG7dGw~&^{Vfc=oKFnkOwv61&8RwP4nL=|dvkJ#m zWBeau`Jm+iSI9^4S<*ODDjw+Wl;diVWW`UG9NZ+fTq(pmQWVqU2aHlHL^gmPx6b+*zNFPk zMzLA&y2q++q&{)6-W}p)e^MWi313p*ANTu31KlWe({%rJgO-*@pry9_F|%Z+AT`o zhvIbR3JmE-w96kGz^TAoXxaRdQ?+zXmTdzukHk~7TZ?!md)>yIQokTUPeDF(&GiuE zw1yt9#8aZj%gXlFtopPNuBN7z5SAs&@%7uMGz4J*_`XbhWjgv@yuyELYJF)Xv&8cF zjmx~S72W+qA$`&j`Po4iNCn*>{5XHZEGenL-dff101450nOf(Xp75)NIl88x@5Ch^ zR+LPdIcZuYQvf_AV??3WHp~JZT9BzrxICVZr>09S#kcK$JZ*4Jy#_@aEf*yA%s{p9 zSi8g|-V?Qtkt#@R4MZCl@@jz7tlYHX)EJMur^({rH&zk4@8cH(yO}v$*A$>t8kZcV z!)p%E4-6D#x=VBuC1W~>xG!qF4io&K>cz#UTN8CE90A);ydxcD?4QVZd3InrNXbid zDz!msPsa-K8z>`Xqi<~Ld-?JRRY(STwH-F58Xn(9){x&T{ZzmF!JGUZwJ}Db6#I@F zkicAV;cUz(j1`L2rCsDA3!<}#-`)A}N-x=B=Z`Mo-=ClVNaFc7ph$&`{6?{<@BRK; z#CI4jN06e5vOYszUrAOaemPWm6Hvsl-Fc6O1~m3SyeDWRyzqQkQ839x20tOYet6ty z{fIY}OHwi|ocLmv?j5JU?=i=AU8P-KVHukX35tI2Twe6!3di~8C2RY)k;|hmp_B16 zbacS3a;fOouOBvX+LDo3EZAtVkoKo41\X%k%+$zM}#f+|~!=3=Oxu4=8{?jHv~ z@E^(wnT8EK>`8P}lz6OjSiOIRxEIQf>Lds6TTX%)9fv+=?B3YY@*UwcuD=;_@$#kX zXV%NwaEg8-Z6C#-Pbopn@PK3~_~IRh9Vt*`aS+{|~n4 zOXmhF5^>)$!9Az#x6Y%4ZCC11n2%C0BqV(z8cjAA7LEkXrer#GSM#Gz%6CvJ)oj@N zH8xQco&TOk0`WwD({fh4X?-}zK4k#)d+)gb~rE=ITv zT*Ox2TNW3ZaQ7H@cSvzdRhs8x%vUhGj7^J!ai#hZ7H)$A`moGsxr+_LcwmMed`D!% zn=K-G}!A(Zk50`tKw?p zNW^WW!`qrFUH_I$5)Qr^z*P-*N@V`wk4Rk@=ZqxvXCd{ESN!Ps4j^{+5XqRuatdoY zb~OjG!CvSL^p%Swm`!uXn($(`uXJ0g@N&CEQKW)~>&x{E{v*f&1ana&#uRG1_ z1^>v(n00htc2-Eot`(H)UZ#+gfIt3r`P$9|{5;Ci2`G=b%FQdi4vBK_WH21c3RDMM zq*H1B4*P#!;X_r(%(o2>M2ZWF=ORh-^Ya~w+|{Z@I3GyLFF>^awDlsU)K7#<(jsG% zg1vD26gQ7YtR!2*4mL*9+x?+;OVL?!CMKWgOHvn^N@-x*uJOdxeCMEZI-O_maGc#x zgq)6V%rP^hU}naG!wp|I>L02wE(+%0mcFljsH{}G0&w7#xyHHeE}7*mJ8 zJW=eZcbnEIxhK({E$ubL89~Yh5?rZHWg{$z+r&2za*gT>kmjBmkx{#`fn@7Y=T{}P zPRCUvgvT>N=D8l!*POdtov=>Z<|1D_ZG1_3HT#uUQh5bCQA|ouM(Wo6n=1 zu2c2FSE){G+&X(Cyx_I;xw8$A%#!mvEE_FT6+s-o=pAz$x}*t?XKSFRNs!81$Cz_C zdCKhIJVFpu_MkpdVj~Q9B1jFp@rwGPnDC@@@3*w&fyS8wPzx|FoEc~QL5gXoW**OR zl8adhmiEg?>T9&%I7VtiS7S3d;TptgC95!c5J76)USM-Ixj1zPiDpUtXqDp8lHFwK zK4Key(od%S7%eSj8rE2qy2@v2U+~Lg30dLn?pw`_Q?Cwg@PO2}mMzG2|M)@Szi zZixe8+E@AF?IkLbgMp<2B4n6aqLw5o^!-#!*^hCQYQyQloZ0hYD-{cH7c8%gu7sc= zs%57lX4=y36|r$A6NHqLj+vRuD~7i)M5xO<0dg~!U%$xxUheP|r!MvxjPJKuO9Z%- zc6+%tj6OnmdjsQ%Zd>+?-i};kW#vP`vB3K=%=urn=ZC(KH}tse%}m!MG!5SW%X6;% zR8tf5rDeWGAAf|r2iXu(%jNfECrZfb$PUUW@ohKbZ+U32?Z{CC|GW!*`r}GEzPIpT z!C|ykry_%46>CDNjrp3o9Sja`=pHHK@^H>g_n(uo*rwY;o9}D|nNZotfc19$@#DqzPX?Zw;s*kwh1wzt z}(sEMSgncc7X`){CU|v_@?ncRt^^e*2MS-r|%o_{N#E zaMF^0t<3Y7nM5|kf4YHuU05COCKoRBpdrm)H{7Mp<`_Da%Y)BEogE~7G)0edVg3Yc> zqAAkPqg!nF9Cme%1F;!aMAg&U|hKHi4tJV<1VgrZm9xZY&KmDs`Q*oiwGi9AFX zplwI)0ZLL+k2b7EGsY9Q7ZUkmFTziXX>s=l>wV8XHA(iEQwE^2N&NofoBb=3Ra57? zNVtyk?=1Zu)Vd(YBdKKhv-^L@${zN8VZkn0AAe69|1w&noj);9gYUevrOI@GN+n-a zgTT~L!-Mgse_lkC=#o;new2!%fk|2^rPA(wB~C<=yE=ra92Ym__rk(-IVG2x)+g>- z`zLi4GNRZqT|yGp`9)#+rnmhe6{8oLg{j7gzTOT?mc-Q; zIh{x*Zk~L9civ1#$-iuVBBZ^{L(o45J9FPSncU#`BrNUcb4PSAR)W~xoyP?Ke}%ks ze)SEvkKbdRgK*VoQIve*CQd7ABvWVj`(^Ga?3?{d@*CM9mx!*Cq)6Vx`9thq6Y)Wk z%v%GKg<4FDn(nMR&mRBYz9!M>YWo2t2Sdz>jr(k|(;CFKWR=Q|3b{*mAnY`^n{TxC z5w_TV9TdAJ*zQ#xAw$^_qiZU{oQa{kQ!2cYc#z3~4c^oE2TqM_t(4V+q|-%4@UuXZePdF>H3 zesBHh9}jZwyAG*D#!77X!R=)ZtKeMXXd`n6mL)L=&?tk(KVH|mtftrR6+11)49{B4+jY8Vr zbh+#6-%;yV&&K19?C1<8gYCT z*QA+5^)6*YaDNa7Y)Ic)`FhX>G;6bZ-3tNgHmedmhnT@m;b_p?Yi=@=|O z;u`y^8#I#DIH5rHC&x(kwI zyGB_kL);T&Pin&YtQNWcC6q8|n$$#hI&9~pw zQd&&t+3APAhaob^@WqdwxZbBFYO8^B|xH)p%1%rb9J`2BsN*~qiGe}5B>%L7f3K`i`br- z4{-m$*;C^iH?)af@#4)=IjU_qg=!W1R#c%*lS5?(r*IhKhsI@3Fv(WHR6#?6VJ937!y_t&R5!0oSBCGzHmX;A~gt(DTw# znqtg?+m$z5;2qatFEe*~J_+fvdVod?-LT`}M=rJQVSaB_&D%cZrt+tkq&1SGPH4k+RR1PG(|!A1w6c2DGN7 z5Jsf%fo{^|>!!^9VJTy)lG8&RUq(^F7_S3vs#nqs-6w?Xs!>qa@2kFVQBnn~F6;YP zC#?)z9<$e5WrU*jfJb^jroj1yL`;Eu`+-$!>ulcp#L+IGs~Q-?H|iQIh^KQts^ba< z`TvqztLX=)2@rq#>S0IKtQ zqgT$f;HvE?<u_k%?x?WPis-0!eit#i_>;-LOyF^ExVcF+j@jcUT)i?KXL3= z3C5>nyCjOy&tyo5iUv1w?L20-<_zhkMQLbwxAEAnUOI6>G$2qvT!E*KKyUn3 zFk1Q}uq=m19uHVPT|>E)I|WCoi< zo-yp$Sg5_%1GS!~=;wYje_c=+acZ4ej$t8%-vE6_@;ir)JwDm!{)iZ#o4((hd3vn= zE#%2cm<{_i<-hkCel_31xqRTU1R4bu4o=pZR@sJT@5`ve36Y~mhV+SV9qDmi#bP>F z47CV?GT2`}2U@q2UCMsLII~r6BmHl)t`im@4u%<0UbO!oUhYlXm^a)v1d zQ)J&!o}HziH#jN8z^EgwaK(9p!P6@anv#}4)KI^A;tyn+Y!4iq%yt7wl$cjANBb*r4VXDnb)hQfeP6JIPTWiP zg_8P4$C>$#g*{3&v0A|S4?F`{cO1@^l8mWEoEt-@+Ji-NtfU)NSQe}_zvAA# z2NdNutmvC5yMUI-ZQevV4Yt?KZL>6*@((`QUNK$pf4LcG&{P%H%T2-+XwsWBl#?8wmK`k6nY(U`NoX zWgP+#P^if$QtGo1+$s=MqSuFfxiX!<6F@qA1C-G=*`g%gP=P%HbmvGrmKN4?`qT_o zR9(FK)aqhrGLPKVi}{1_Nt&WamR#U)O^-^}VzhmczcWOsX|u%X z%eaOvtbILNXj#QGEU_Fjs_%;{8ip>7_m3FQZ!kLcnKF1gQ|1@&p`X z#eC@LshAnoO{i7ZoYVrvNP+PN^QpJ#Yx7R%C{gK;zg1^0S>C~yqm2Sbfm>=Qo+zi+ ztq=hSYGEV$#ijW+s;A>M0hBAD7|S11xWU;LQ=ngcFj|CO7;cIPDG-uLZTI2Ev}0gX z(rX+pA9kb-5?$bRW5^L31ZG$-f4f?LPIf4(_m#nwOJW^w1S{Z{3K8r4XQAZhM{@g$ zDx3!HlOuCpCzbB3|um9^)R{!x_JoI@LTZH>Y-e5V7I$V!S(JfC)=$1!VYLuD+3 zeGts4zeJJke*JKGrteUXA!A-05*1{TbBhP?#F{S1Ow6x^uMJq`J;+cRwZ=EL7!`7n zNw1+d%6Z69z1FT7qZFLk!7$eSuI%{?%_!h-QO0SZtwv~DyQVI1<3vq($<<3W0QvqP z2+FT&cK9Rkq;I>S!#R$_D3Up?5dQ#b9f_)9X7T%|taa!n-qS_TirS0|K#lknasmgK z7(_jDwD;vMG{ymr)SNd|4ym{q6YB3UBsgA-jjtFT>Wxr7f4ov+~TsG=y=`~Es zYhJCyW1J5h`gz|^I5(m}rMQAOsr;lSqeV)!bulF4)i0Wm=vNw_%HSgoP8Pl;R@Qdn zt96P2nj;kYj!0{Myx#CmTZvMl1RdX!ORkmeHms(22hknMc(5orpYi5|(RYP^>@XL= zi+6bsqrK1Nl|?_iWB^Rx8QW&jn5vYxTHl2^m2a<{xIQL-++Apb^lz@_@%_=FFbRYE zO4sEs(&X3g8g44kT&gK=?SB-~_CRx5+A?>=@KOZnY`c!Om3c3R+L=ecO+yG0|Aq3t z?+P#Na*@RX)l7Bf^4^1R4)%$Dw;99tPx-Az_4oU6QW6Q+uZ-9hw27smk+W-nw1i6w zv&>9=*w!VK z(82F1Pi2(Q3mPYj2pJeSy^q%SrMVE3SX00?UWmz2fPofsS`$}iwYKk@B0b~VPZra9 z{V>JFW=G2$SewUsK~%E-RI02w0360SYV8raX6;~4LYG0r|MiCT;sd`O{t)aA+g#zT znN*=LENE)^U8x#J9g@#&>gOnC@3St$JSfsC1!`hC5FJ;~8?3e8ww}Ff49X1t=L0}- z7B&^avgtK4fPP@M#dN590zHgY*Mb%8NRKU%j|e?k|Dg6fOOiLtx20UWc=Zi2L8FlW z4d`@s_UW*WoQO+F*f!1#zJoWtVFm0hzCEaU6b2jVFW75Dn=&k#<*2ZyTBikUWn1m0 zqV|@>=CnN0(Rlf7x=plo-t()usIl_kBwc-DA^A9LD;*OG{P>tWk0p}5@k`M9*Qbh41J`hQX6U)@YLNie(%?m)sUI_y8FQXH{AYDI<%r%3DZ|f&F?O;DT`uKqi$! z>`{u&0aFT4*Q`1>ex~f_RHJ@VA?@RhtgEcrx*1Ht_A^RQyB|*PZwD4<^e`89H-On+ zy~X7GijE>%ff zNkkG~Th4uy`u(uskP-<})|xNBJDNF6VUKkAIUBs#Hj2VTvbLnVQJ&Ta@H3R(b@2V{ zXZd~O@1~)tK`rCOZ;9w)-X4=WC7w|u+|}T-^&<-FREvB@{W+s=Y1b)WK-v%S^MuK_ zvVNye_gShD`*>rc&mpIFRdmJ7{oW3#9xrnYM6*poTP$cev4F>5yIhh+8KbfGB|Vc+B=nBdlZGG&ZGS9+XseP9ymPwaCaY%#a zbxfsZP6;!~+PV5vy4qnbYk^T^qsB2V_F3?^;IMMP2j5;gM4h3I$32t!`_N5jHFBs| zBU5_zx}nENo~py+sl--eLdCp$#hYoAWofifj%0Y(t)%?O-DU-6bVtS5P>wmj@i4Jq z|0Yv)`15{z0F&D=q}0?yd3ywYaJZe#AY6On!o}3qImk+Ry}&HZ%Dakc`T4n5r*oiB z?S8=ThI9{qxxzLl)yMXGdP@oXtiSqIvh2(HFfFXV^*5k8IruIqt6@cB)hlE z{IF7qt4%wOlxc_1e;&12(i?1NN{5r?=H(fbdzQ2VBkPDX7SZy+=(j80x+j*5WkP42 z`|OqfV@cP}?gatw_zjZVB@>Y|k{60zx>Y&%ST(N+=@Q^%+esTD){*60752l*j*KFQ zPzWdOry?R9F^t=tPnAU88U>2VI8{)bGX}$#Ug18N^MaL9s9pXLKz=sr7?|9DsoD=# zO1(WsEk~68*=ym+bMr^MU;+sA2V>0|mN58fWD@uZEV9NG3H`$_bQ+76VrCLG$)b8{ z4!%7`doD*d*U-$Y&2u-}8_nE=@u#()~Az--|{)|7# zf5!m*qyPT|HUB-^Mn?1m&jK?N5{ByE71@_BQ|=NqANnvXc}`mWU!w0S|AINy`*kkr zoBb(Qy*G7!({(+&oZx}W#v3^H10|=@YqZnFzoyP8XB~Y|J9Ox&*^x+G-7(n6mg4qW zQ)g~SIoD?5WfOtF!jxO-;6_b5D)+noP-ZCdQb|}ue@y1TtwAIc_G^vp;eZ)Z3dv@8 zZ;j7;$w@{?`VxSvyv70+a|?E?_)_Vc+5(>-+gVFl!#ul1wGXxPFU$1Ax2yL|a}UmW zEJyD^UTcNW%pE=uv^lx!G(^a?exiffh2 z&$y?QmUiE`>yn_r0bv|Fyhd+&tIqk;l&9y%xn-I#o;pU0gIX-M2H2kvJF02e*o*NB zS~gu;7RNYp&mCIRln1G@1<8E6sx#>|eA9au=G!C#Qd@v%=`K$$(ad21f<*5_(mjp^ ztaYv05I6=WlcU^oN$%f28xzI?fqN94(_j3X;!?Elo=|FQ9Z!DN;OCF`#19P*f<$_1 zwy0BoDyuqJI%G11~iPrMMk$_o4a2^hDj+l zIj*abds9#P)QjA;j{1~sQ=sp*ZAJ9H~NxUkx)AFWPh_AlkS#jGy z#D7$AVQcWwdFfT2zh!okd+t;w-X)kpWnb}I)N=P6r|~oXKc(^YmknF_acS2RY3V+t z73Av@ka@y-7)Jnr?v{TnHB^(@O$qb^tA+Lf#5C1&uP_82hH!lI6FzSW5sQ2gZ&)4n zR#k|XP{h>%x9gXGx^Z4|l|8u%oYZ0qlF%q|{_S%K)!ZTiO-Sk*Ff`{sxF=~?Cv+_P zcV{*SKWjRm(aB{G=aFt}}zGjKD^HD!lViISczEeL}`W@m96BFT?tS03i z?_~CyFY>@5A0|T_A)WT$)oJ2g)+vEns1=%&bmEgJkm^ulc=kg$`){tw`+A$~bo^+U z%)oGUIy(h_KoafoLI9!S{}06}X6N8@=L4bsq}H=neje%LwHXpdSUPrXD^7R2y0Mkx zoKlBa4JkYlX0|_Z5uD_pOjM9T2+Sc*Q46Dq?H}!J#~1&mTg>HFz}H9j>voY42O^~< z>k*MRBwjDvwkKifg?pN4>`^hgZ|gn=@p;DG0&mZ^=8%CdS7lW$n*Ic@9Uhq1m!=FM)f~zbGYsi6>Tg9UYnqu9OXVBZ`1ThS*7cbd+;g)y zdJ!u173+$`MOors(ArUp#Row~Y`aAekLEeZ+APadyJ6m8z!AQE`08Zw=B(cIAw-kt zFtQ#21+*Csq;pff@y%MmUUA{mXNl5%-NvsHlijMTMV^)0bNK1YlgDRUnjL*j9Wjhu zZ>3}&t*a^p*q3PkTtGG)Ad%KXFzJ8|6y@p$ifhdYJ=%bThxH0j8Ps}tl?Xs%MrxJz z4>oe50D)b=;Gf?N9m?|8!-XC45LLygiNAjMV1E_sBGU113Xb=YcOQ-ua z0nitu4l8=300F~4_sx+k9--?LfPa9exHrNX!`hJ$`>CUbX1{*xHsc+x!HrSMjM0Qp z385`)vk=nrPTpfetz_l!J!@ceLhFf2lN5W1Nt^WXlD^r{M(`{^^7}H;88Floj7kn; z)|@MWiLg)N*iB8-XhtcEH>E~gv&CV9##l#W!cn}>I4q?TW|qqW(h#v6QgWNlES)aL z6dwd738Z;puw8xdgwRt+@IrYgVy>+YYVFxtFh8r!XdSG8FS01~P(9jW4c-))D+rnL z-zpqdXy)>n73l#iF-?;v{_2YI-3qcCYt?@zFdwMk(>#;cRkpJ}a!+r#kON6c@Fg>B z(jBC^y+5*{i#Y9C*VgVKc3vD@>wV)7@Xj%%5HkM(+v(|}*{uiKbZln(`%%wLgF{!N zdW3ea7;U#(jnx{iIU{_GOB;4Z&pobk>Bc1ri!}mtTxi*iob=!jcp{T?*Yjn_ z9gH{bAVlY*&~`YzB;kldSV~r2vwk87_E>5U!GrCxYZji*ytmcR#tJ25qX!a&$3n+u zn(ZqbE{+9zLaq}Joi{klRzJcX;1rwaP7ETqI4<0vHo^lsIyzl&Hbqlf_G{=G7}GhC z`txqy8Ch|C0yw=R$rhTP{VrApULCr|In3s_Gp^s18Jc~dX*w0?E`kysC52h0gC0-& z8zKUaqSB`d+z~UgdA*xv1x+4ma4nExgXM^(8znmRr#8?}Mo2m3GOtkJ(MxD2I&lor zNp&NNjbeNqhBw4UKY(BW)?Y$lgQ@c;cBm0Pd;Cw$q{(_<^4O9c(7C7SZNF?CcH{Y& zim#h-JTd;eP4_!9`Ay$p2;W}g%pPSwneWs@JoD%G$Zwv7%Nf0*eO9ma1&gkL-fL5X z2rVXmp>7R~DF}hWQ|mm^3r@Bal&rm)lxxurh6Z^vESmgZK(GxAhNtCA=zlQ1m_r#p zw@Rs};4~JmNcnwx&1d#7ENLWw687_c{A_6DcZ-|Fru=PL2U2roGln$)8|rmcowx82ddy8WO(1p2hAC+1lDVB*tNu(zUPA92t4UUpST+YVX$l{}Bqm`O)I zVx#%<2J%Vb=|`C6)e|$&egt*ELOK{V)NSTJ7>FX&U_yf*+s(lHSR*v+rC~M^5H;$mUglrolU(&tmIoZ5~Vi2`5zD}RLABIVgo^g$!G^~_R zWNvXtuYPr)pVM8F>d0{1)$W3I#*gORP2M;rIQqdn?XkmcYR#s~vXr|XckXX5ag1>+ z2>3N0U0$&Yh%eu=Q%=VC*TC%D4YAk)fe-(>mZ49)!-9V|VZuL&z$1VK(GHHZ!MGkFi%d(OR2;S_xZv_ zb6*}H)a=rA*I~B^(9U<`xuNFSR~yj?aX)vPkQkx%@ynN}nU=y@*udup1a1cq;)AT( zuh;K1h(C2jo8L9566Y! z4Mo!31&H4Kie9c$2B)OBa{kL8_Lm6707P*I-JyZ`6a_J{9Fr#mO)rFixg!xQ=iv;= zSk(8MfY%#YamVTBp%Mu~f$(UfS$fGxi`##GyR<%<iS9>$F2D&GX?C<-=B z9U6HZDxb%71d5y2C5i{-H?DF|w$9}dN0vZ{%gB;zuE~#knmEya&SMDw00hWgOhqos z?YXLpoX2#3tG(xT`g^#l0@c2{w`t;bPEwIA0+eJu=gq;{b7LKf)oyGGpU1&>s2MDW z?)?8jdAlV@9sJQTM$e>AmHYT9ACWadLZYKWz^1QIR?JsaW{P^IClqxKT7Puxayid6 zNL)&Wg|(M^x0mif@s`|^4N6MLwPL#+5r=a^%@reJ>UeT3b}O$)TBLh?xMig*Y?i1~<^OCTl zST0xoA1mtrmV7#QFeg&4{%7(T9&G{9GBlVs*W?!c@2Ok4r?$_m2^OfF4|qUF%m%}A z7YOG^ZU_9y;KQc~aW`?kk~rP|UmYF!pXB!c%cG~cHzTm!IxQEXJ)5X+F6bE;8mIz z-ZR1BOK&XoEzQjCX?wkimiz{@j@^&kTkX#oZwaaeE2*S#F_te8lJcKm4gz=T@uV0o zAvtX54SStfRpL`y^Ae@E4q8Lue_T%3X7JvxU!F?JN<{?xNUPN|l}cMjQSrszK6yfV zjq&BE83&iKWKt>sCpRA~7Ubji>*rk#SxT8Na`}XoI7%*^<;L~Mj*phh_6%;`x$Je7YtlV{9!qMkoLfJHnU&SAM1T5nf}#XT!+P;NsLWB7Pd z_TQXK&X=kmKi{?_yxg>b@ z*v}&ZD{s1gnT~cuQP+*o*ylOfmoJqF?C?LyKX&O7MYJTL9Z_z=S!FuVItdZi^fZ`| zdCJenCwxY?n^;;ljdhgB>6Xc>i*S_CxP}5o!3y|> zr?%MXAI~}PYHJ!BWvG%Fd>O3BC9TG z7qUGiUHQ~P3b~tB$`}{EmYNGXnST=G??fOPBnV){T3h{NyCttpSjV!ss*|r=4QCZ9 z&XOBY;pbYJto`maY;m!PXVrvGmERe|7r(&zo4RKra?NnER#XZ7;B+car@ajZqAXZ% zea}w+qujUk_{sQmt&7m{vAD}a+`u^<&~!M~?DSc*mDORcYSb$bja7$;f z?n+4Lmu7d$#9V7f1p=HnwRe9lca1>jxCyoUdBsv@SBzI?j(Z`TJxBF2#eeV;rA_G6 z$gM`=@_lN5&8rwOoc>ZOS!F@0Y5o-b*z8;Kon3qE*zctae954WXC@2N&XD~PMq&9l zl){?4Nu3t?EuX-IVN|iQfS2`6=e`TjPrT`yRq{wo>7w%cF^b$<Z z0qDYGeYH*saJq9`%q5D94`t?jS`VFHXk^}>6&L?CPl;zE@4^LN&eoehamD~)9y5b2oAI#>ZEJVRyz zygEJnzI--`w=O903F5q+eP>lVf(~F!-qfh+^+_;cfCkv$I6P z(U4%U&-Mu-9#`Prwx;=4r!1@DzT$gJD{xXi8vIQB9-P5L0DT>TzmtA!6k)Ao_ zVWOCGuuED1SpB=^s5kN+8@fge%7M9;p5j?to(Zl$zG27^)p5)KeN>)% zqymJXlTD@lYMISyzky?mp`lqqn&E>rD=iHM#V1rkzD_x>$_V@`zhZ#z&QOoBzVH4w zShY#7$U}@(|7l<0J%Afnc`m-hZJtk8E#J@clVi;spZWK%HyMI9oOY1H64fnA`yPxC z(5m|*s_79_qtK~W=Fdi4DO<41VxVQ*6PR4jEw_Cs`fW}4b-^~gZ01fSEb&W?3XkJl z>BmD!lN}aNS87jDwVVzp^gHl-v=j{5-tlaXBAC11Y_+vi2p2QVU@|UXMpsBr-UAy| zVhDAMo|`i%rmz{j!K=w-P6-njoXK6^cCbiE+uK=}@od=+^7Hw%WkU#8CaT%N7V8 z;|WWt33KS;{7K18-d>885S$;|N}eli;9(NvDU5|rB-FCjD}B#VGMhS0h63gD$$JFL zM=L7c86wQXMB0z8cT_X;dGw%ff`ZnTGWhu|2ZC$fAth}I)|YE| zI^)`Jn`Byec+AAd>UyE)V^+`7hpmda>fN~}7`D3C6eOJ{F#0s4Yi}dKr7R_?>H_l) zsy)4@x8=*eWqo?jQ4;TfK!4St0uR1a3_2-pwHk&@?{i?`VdZGs*jHbp0EcWjnC6O8J$QByO**l!$&amha;WnuJ!lrUFCSw5R;P*5A;{aKk-8EbPy*8JkUW z%}y1jZ9UXfuQlCw-`!@M+fN8EHx!LEg}}=Ml1Zj^i1+>PfF0%RoSi?SNPXHlca@ z{acjIKFl!a-KFe-m5&hRwUGUk(}DK!B&pDH+lWRh(dwCQpL##j$&irf zx}^*|<;1JLH+FR~`xo6rK*#!rkDLa$qGDCr35p7H$#}>lxIiMS1zdCMwl{H1z>{|^ zwp9XUZq7T518C!_t&-W(fzaTnReLq{&6VoaiZTtUr&6TiWU!pHE8iY1@C=>I+6YO< zPEF@Nn-xX)o>-fXPfOfKmpUlkuno~%gQ`kC-?1(_p_5G|ouhkl(8sv|{T z6>1iKV9TU`p@JrYD~g8+Z8(-37*q(^JMEYkgJ@*!eVvEiSe2eyu@kF5d7?Q{_vI#m z%|KyI2=oZd99f0rX2t!vq&Vh`Y;A4=n_5$c_}%tz zy1QFFqNGC>nDd_{W#MRB8Gr3>cHK&T)?%i>r=j-@cb^SbH}Y^vig(7dL|LXrhbO6T z)S7H{eV6RCAkm(V@g=6`Xnx+eD+HME>nAc8pWe-2R}tyhn{-!Ooux%V@WzdC!Cs^F zUUb=R707q0Q3jc>qAVVZYpMz0Y?lA_A;b&%WqYl+QrdRz=|&D2VE-aes{iEuRA@p@ z*F3j*IbnBOu*%O2ZkV&ElgFokTD5pykA&kght;XDW=mWCydGm)&V}o3msy-=qa6V~ zs8`#8jfhp-nMw15xi4rZ8)PbEClxY}#_0+&XB1UYtv|k$hUQ@vOZoae}*yZvrCKUdKOS~c=L2q8WRA;!}dqbvfqfe2-<*t1{IIC)O-xt$I zS-V{m1Wv28LeH2L(_dnF4u2D1+3t;}hKTJq1b-JNrInd5mg#F5U8BQZsGqe0rk`*t z@ho*AOpzx$k{J)sdjN>voOx?vjdclDqS?Gl1Lw zGpB~{Y;yDPkfPKp`M$$}@umsl{K$p9@0(HT889KQ4Yi=Mrz=ha?W47|VR5hOJ#w?@ z4#)TGX&Ri@FNyO(?1fk0OY_%=(czu3U~`?jd8 z_59m$s1ifc!4|YHL=|FiWN#)SnVVs}ojAB|of(oBz$~T?+-X|-#oGB_lGu z#zsSzxK(9>W;F$_EcLO8EQvUKs8Ny>Lpu@(!Q{k4Gi@6W-uHSth*L@t`QaG;LA^fQYbpsLvx?F>U*W&YjDb2r`E&N| zv8(gCPW1tVuHCjc7^#J_xwSmRGr;@TIsLFedpGO{H}dk@PfVA%gf%Vv*bp(V_Ds+a z;BYKtfSd2&K%H`a2NW<#K_kjqh!7oedB2h(NL$3pKF4jiW_IvYOk2|XcwgtQ?OaLZ z5)zcRy&L3I)Dv|wr{aLaWBwQbpxdXM{PFU#eRrZ!;`FW0(_et_#jZW|;+jB*6{%AY zvnUj@t+hl8+c(*Qq$bU4iTE^0)9MZ778<;XWZu%1J@Eb~ttGly@gM~ks5pes_ouHi z8qYV2LfbgLDU@W--W7@nd2nbP&uu!rnOmn4KulOB8O9Oz`AkrCgur^vNzMXIvf9h- zmsm{GNZc{YI}@-U(Qh2`mExHESLx0O9>0|jZ&h4VYErtNyWugk?fD8^bZJba_Pp{< zXq}=y!X<`}xD=nD*jm@3G=Z0Ky>|qd4P1uL)=~#Zr%uXv=c90bZ^0lsACgk6&8lJ(SqTr5-Iv z$3b*gGms8}Yw_HizN6+ONs9xVEDW4OpQ6Pln>tIg;Yb6NM~3xul+3+?7>hK%&zC^- z{bU^TVMbSeWPdpB=&Gz))T%#Sk$GW6b3Cee(8Os*cv>6({b{u-8juFiz4uUpu({Gw z@n87`S+m@CZ#6r%dAH!38a}% zgD&?x+~^}I=?Behat|sHVt!J?P<2j=v2v?sWh%OZX_!`Prpv9dkHR78-}_SAwDJ>R z+3$!2Z4#;)d2NH1jSXYABX&uj) zAiXA{zho2byckNnfFIe7Xs;*C`YJ6I3Bn5wg3>RHrw12d_WekEw)dfH8BtY+@a}Tf z^GITOc9OgmtT3!QGq}U2GWOZtB|GLMIjkJz1Y7+us%2XBt^={3Kj%w9@-S+`onnO)p;pGzP4*y3vnieT=6Qa3>mT&)y`*Lpmt1PH~!Q)TO zZxX&OPzr<*Pb$I1GgL?z?G$a_atRy;_@eA2R)UKcv>>Zcv`M8A=$(oC2>Dja213`1 z6Y!!rC8a;%4tAey#bFua5cc@3M>vhyKsUO+;y|Y8Vs{Vbc&lNheoZ>W!c-zv{x-(vskoV(>LQVsx0rhrsO9HlNNTk?Qb6w2ky0sVEa&^KcV|sMqNX^*$%52nNDabMK zchaOhQbP&98_~jxs~Y0>n9K9#2i z)NeR_a6r|s)PaXvfY9bQ808*p#Jh)b)RFnotOt0zSh+7K!&EXA;23l+m+OWTJg%-@ z`BB91&cq$aU}hTbR&q{12d?T{4XF^)i5k3veu*P>s)US4Z<=K7_8U=@=I%V3Xct;8 zz$-btLMh{(nb6i9*S&Nvj*qmK7je&odR1x%_!E>mMgxx4z<0$6`AV9H^8KO4qnlX# zW^u;DVb(Rpxf{%-t;r_`hkT$pkC|1c{2J_5SUfCKd?&c!+kwF(D6HAMZH{`XGqv^J z{vP87op)U&=bHu-oa@Qb%?DkIv+i0=abVXJ$-)E(myNv`d8Ejm6h)z{qUo)`%d?}M zL`M5FpMUalIXJpbVsu)RDIBbxayUpr@V2Lp@%eUIk{NSXMvMhj2UNUY@DS=hNC}kr zB4Zl9`ts1~VVpuAB6tIq_t3(;qgr{v3+76zjxv(=pl`92S1v6X7Fv27QZNkDlG=6v8gQt&RHcPyEAl@0)I1wir>qkFVbZ@h%%p2Vg+V&> zoq+CbD38Q_jgYhK4F3eL9wGOm^GTe~iW2>9g14)W&l*jG5Oz^8Icz#aV*l}Jiu1=71 zLw1@H=>m;&irRHu6|uu3aRG-tXAgPgggPYqD#dU-9q^EzX>-Bcpy;WfZ123$A~9`g z8?WY*I*S8VF1P8(yxZ(%}3k`0Jn1vM{^JEk1Jow{*j z-E;i&4vGi!q{2M~W6m*)3RVB!CzpV9d+kNdk0ko6dR6)XQ&Osj(Y0${t4{!TGg|Jt z(7$OzXf&^itx>+f2d1biZLaW9r6RCk)9h?4Q5y=yt%cw^O74&DSzV^U;i>krmkzcz zFwiw7B)T0qOal3AehYc_b7=WCJ~_EKW|3N;2p_afllMr5`n-WP;n(MmKi8epXWrI_ zw}Eo(Gu>wmVTt5Akr)+qs}}E?0P{Cr_FARg9*IB5_hU2_#rEvhetXHS+x+pBDBs~V z^mxSCy=UF!s>3v?A90B}Y3udG&LjtI z_q3Gw^^FS8rRSi4LA%*x8B>-nP;L_oi_ElZBUN;Ir&d~pUJ!yA4pebv>lbsiarsbR9=**v-#m@^|Z6MYV@sZ-zPFqaFPE(l9CDB;%o*r(CE`_g@=UaNIa$=9tP#7G+DZO(;3=Yrp`Z+nacjlH{eWzrl;XD>g)a_mH7a(j*Z2OCzuuD49 zxUbCK3MwxkO#VsWy-A{Je+Y1sx$f6u@-!4I1awH z13+HA7281V8G7yQyCP!eH3p1WH4a9!DVDnn9bOf}N#mZe`Y&0i5^ku^Mgh;6}%67I~;j{rt#F8=e$s1dxq+1WW#Gz&qAm7lk zxv{jDhXr{8qZQn3)88^ybh?lUh?oLXH-r7VO=M!hC)2`8cQrZZj(l^%+pQZ;BN*az z!!oP-apUA_Kj*Rcz9_pna|m^nIcH@s!O23dMtwbYcHkLP-GNfhtx08?QxA=^Fp{*B z8z${prq6m}AkW1D^rmXYW-%5QM%rJE&*<-OLOdhlD;9ebWQvw|1;3y^?vt5R9q+VI zK_;7W;x?;?9dD+dO_pohQJ7c?)V-KaE626m1GQ!NDH6^2KNCLd;Yhbrn0MDyYRbM* zqknt|%g0!ka48#WP^=7viVnL97`LdGECs6OQxtA~Fo+q(y86J)K5aTXq*c>dt{)*6 z1QwUpj$Rq^PwgfiuG}4Bxj}C|r`|}vYgZ_Ek^zvy484aF2nc?(=)wO*~%xXih`;lCn}}%laRG18*Us3KdFA$e%2D+ z*Q-h@x8leTTnsNBx7oE^cJV_BOavL z!$^_9aTCMIE*5tc`AGdh6j0O`Y_J=8iQmRiZ=+Lk)zG`8mB^j1s9Qh4kxq=!-lMpB4gd&LNY%}; z$U8}B_al)hCT3g0oRW{qthE!;p7rGU!9J1)Z?aJ&v|c@v-Zq<8ijc?o3XP7$D5i|8 ze;2H}jY_ft_q(-^`^l0(D#IQ@)`?D>NnpI$38yExW{3-LGf(CTdU~WT*pJOzE>#q3 zirX&lr&`c;14q%|Nxi=l31-K!}w zs+vnyJOg;>{_)Q3Q{LS6D=l$?uCx25qE1K@i!^Uh+JKcrF09r>m6rm=E?H~hj29w; zQeRI77*BiIs->w2aLLrw7c@XC$_zmJRJJIp34G98riSSxP1UxbF>um@Gl%QMnzXqA z<7hcIBRSx?zv&+AfkNind=17#@V!V~dXirgff}&A+`l@~9TiMVY*#P9k=L7;I#Y6w$Zcqc1ONp8@RGBx~Hq?KRK zy`<8a64eo^Bxd-7b=7C&!ivdH*VPLoMLAQqI9TCne-%r7>0XZ+YUbVda#XTTKc2Q? z*AdtvS5~jtHX&vlP<%Z+!5i&<$sTlsn%rJ*inIDANNRq35t_TrEb&hz!^o5>cQ&*81lA*H4xLCycfe(BDc zzhb{fH^V+%Q3d3Z&L(6wup>=(x0-Mo22oM1emjuZQiIJDztuI#5$+BLm`MlgjfO(j z>EQh=7v$oQ@O(y|-?NWh(g)|DYQ1M6mTqXUE6)iZ58R$cL0x0uUdc05Sw2;7R3VPA zVPu3_`=P&eXSi6iAj&&o72_P1j3KGl(P9)LSln@=WaV5A=p6`tg-zn!Qd!|a1@*=V z&YLB@#V>bH<5Kko0N`lG!f+9<1K^{rr0X~QGYd1Y^ukwcD{P*>W60c8GkbA`C7?bd zJgP;Yt!`35CB~X=&RDAJ7@6Z@Qi@iD=}}bOcr9@7XJU3bBW5o=uU{gS)F(e4k6vse z1uG402DTillSJ(){gd}K^F3&dUa9cJNoVa!M|yonu-AzB6&rb5+iAh*@UWPk#V1Mg z#%kAra!Cm&M|F(pwthdwA?7?}yd`KvFw?!R%XGfoo8Z`#&`EJdSd&-GB@CdIb`i-B zNYK0Ez=^RcA!4}U;F+as)H%#9)TedhzoOSp&kJd5A#z(#VksscbF!(mGRL*KePA}S zn|+vDsYQ6CdVM0D!nhBa6YPuJ8!*>xTgneWWK&jUm*Tgyb!+z(-IDbcHnO|%sE>Fu zlcM9DA5;(+@HsoW%)S#FabI^(R!ZEjM|*a&)EAYEh|ga*#}{Mu$p#Xm?(tI z&Lav(e{}INq88Od->f;05PrAUb2+*ZGU} z`c8RRylL-l5EIx*4G=~36nZr`bF!UXhM|lKW}eG7^b4aDm>iq^evsr7c5ve3U)NL5eXq(! z$2$4yS{*NV&0TF4@&lVeSoYgJt2kr0H3`iuk~fV?8{fUX5tHNGL+BEQkjfXW$gB4!%^N#ocf4!g4v-(RGH0EF%rHaQtTuJ#$Z?p7mn4Lk}I~8!1 zmF=xq<@5_R;fB=fjw6(sovCw}>n`aRn*|6Wc)ig>iW(V3+Px!M5~Rh<#cRyGkYY#p zoJ#4Ls$DWOAQAHTx2U3AX z+Z3E=17dq54~QAyfrq+3r@MfX_vOM@JYeK3KIxn5nkw|p!C67NV#q*hu+zeizFtyI z7!xo>#o(VfcDqTes3E!TDcY|{yGPAmp^H|{v#)wTjwGO0{KZmC69VWpVc;*X#y#@ssu^_ z$bYRFXWF-jXJ;NfJ6|^tGC&c8=R~{K_sy+*cVR@#^IZ_RI)zawi8)T6DhYYF*rD@R z*N=4!#pF8KsBD-mL4ddel@_BQ4}S2Tw^ z=sja8mXV?#A$V1oMBwvgbHO_AeQ?%dZ3BE09?s=3!E{fcboyws@uZR)?>Z z$t3Lzb%;{|R`XT|t|@11B0C6GniX!v{0L|oITm-C1B}FLlZ?0T>0(iPRSSJxob)HC zja~lS!jegdH6E*NomA=qE9V_)(62~$Ghys zIaT9eGnE{23r^eg$0-Rp^UhOz_3NrKGo1NtEk6Al7YLXyA{ibj9`0)a3Jw&BnZO3| zHY7OuCQyInLGPz78#7ulLUi-LfB@~uO#UjmI)g4`n(1_6LJQZ*MD3lnd2y8uP4RbS zim74EOGOvMWN->`&uz9#AzrQLbL;?4GVF z?lz@u=L*{8z3O1U46M!R( zuL$YNCyD~w@i6aXS!DUD5|V~=q+LDeeDA-*3=CFg+s`eNe>n!$!NB;$W9>${iCl!o zeM{ey*X}gc`9^LimwNhDdK?&2@SlkwSy=lfdv3Fd$YOOnl!P`i3F~PRi?7)om)^=k zah@abl-;e65R4PmoaRP{OfYUUaOEmCP;oaER8d88r37weun5QI0Vq892D)Kw9higm zs5dH3q~xk&7=Kk) zai8B!>K&8OrFV>&+lnu^XZhANYIzFk2fnT4gqu|YyH@~)cKY-o1_QV<2cv_58AkO3I z{L0zF@+F*+b^dDgo?E!Jk1t6#m0}?auk5HdV#S>vyc{Wz-_78=SzcW9t&h)e?=v%( zi!&YRQc%hzE8VWur%V^0KAs(rTfpgY3P2FBr97Ir{1m!`r57k^da{ofe6)$^ujeVW zvY2Fx+SKfxb!P6WH_3B@n%p;Na$b*bxj&&eTow*eNr&@iPC1na{;k`orp=qo6OLLOl0Y|Kw zALJ*f+A5q)RX*XUx;L(6N$i4X35$Qh9E*6Hs3KF)cIGG}gkAYBsPR_Ij@6%H- zbmho!bS$&Qm2c8T#JwxUEYh>;SY^I&vd;%#X^NmE{U{PNCfnmDw~dFK?Lh#(-TuX= z%<@9U;`4UpT21j0G6e!;afIi(T5^{XhhFW969cF!oqI4n!|N3d;@2`YJvQ4yONjD~gOE*(B53urT~ z;|5|Mqx=K}fJ7+=1Z`>fJ{W|<2w6tEb`7gz@#m&st-NptwX?H#k_Mhz?pVmpmFEL| z+Wmu+*#{hGW{~$ox}BNrt?Q#Y_wIFGJ~(*Cq_)kf-2Uss!HxW=)L6hbJV$qr{F(PJ z+K5J2s?jGe+o!iJ1&;bAACI{bNmX1ngIFXZtn3x2S|9L6gRs;khm)Rwl0gSuoEC(D z#n^X=OuJf{nuu0VeH;eB!5Mz1jr~Cno4XWq)hY8HDW@uGIm)d~T*++^C`2yqeaAitOhZ;EgW?cRvi+8-aO;(qbO%p`KV@0Ofhfp z%Uw|N(DVZB_9@hq@~bENBWVqLBdG=oZhbLneKM)~EobR|$gAR_5o!v(@&gqi2ae3p zMLCoABkm&qmiD`6`~cz-Lj;zdo^e5M)*IQK^ZPlIRX8uSUu7H#rUxL4{k|J3f!P0osX?A3VZr?+OMAc z=s)3DgEF^d1{+w2VfRvYc+vffdT!3}M*L2YrLHckp7tcqGgM&@e|d_mULX30U&|SO zCwOcG4bbmMkTZI6gPS*)^IyNLP5*jrrAsCC>sLEexQ7PsG1BXZ55H%LIchwr1>7@*8t>*26QX+^I{oIxO^0?CnM9*T%0GR!_!>DqAsv51pcl zA`gF>VoFO0-EMAX+tv(g7=K(FL??j;5c%_=IS}F7a;N*nKm6|h|1wGc-w@zh|J|yi z3G?{=Kg60wk6++@_+vr`x(&2vhuH5eujOG-z( zF{!KQPBHQi_MCwnDV$Z%j2KN-zrTI#7bk=v4ygtv2{b`sMYDrYjfuG>x#q%S4%xrM zx6(dY$#!`{HvCNF+^sL}F>~M;C!(AuN=5q|H|qs=8q(tk^DEnWqO*7^tI$qh^;ZT7 zV}j0AJ>`Gy%HKnLk)8XEPv7V510VR$BW&07bpICO9AW1C@c-hy!9>;Jzn6=RyA%nf zQ=h(R@sYH@J^w4O#?F0}-Gg>_wJSNQU_dxj*vdxQJ=a}BluW;fl-PTBVs3Y z49f}YPIdOm4@GB*F4bOUn_#duen*%l?=j>qdayED|4UH)`%q3ucj`i$hDgW0de6Ld z&RXosKOFvna>Az-zgb4uQe@Y)^lz@naRV3ih->~4m9eiPB7Pq!GG|vGJ}$l`qVgFz z)ecAKNVle{Gq5Nz%M{>$ifj@=T~>)Sei+xKaB*jYC^SgJW*_w5G&V!}T#2eyO*Zw@ z{Qx=0uk8{kScci>Ht(O1%!d*}0-xUHslPT5aW<&6N0I6eRV!}G{E1ukgIMHemxt%Wy=VPmpduhaQG<^#Vd-=m}+pE_@&{=aQBt`LL_TKtdQKuzVi zufjiDFa$LBpC$csZrEkLIM`$s8w+e*PVOJ3tat&aN|(7{4IHkViD| zypaL){K>ZF0(@ZJ41x~>A0i#0%6xK@?IN4opX60PZ;dLZKgr{vu682}!+Q1q3=a9t zU2zruZ}^bk1)JZ8r`jEy(5|$+<3@SKa!Nt81zy*zI;>xs*W2ZVGOlv%^P|5vbhbn2 zbYIy_k#KJHN)Z~(6eD3|tR(L&@w4bcH2MyA)NFlpG z4W@7Ef9#v-MP@YTM#_Lv)X{FO`;>}|tra_6Pi!CAp@WLX&3E~mn~hnovu}3R(j8*% zL;F~6boL_ZE&9&X>SWlodv1*50}F)*pVx2hU1hZMMizWVOZuz!Y@+qLCj++APd4!W3PVsHZL{~VbaJb~v^2|uW#Vpa51hktHMAqf^tWHR$ zMSSqjw|rHxuI(|4HihLmoKPWcdSUX&`?A90KiVHUX7^Lull5BN;x4MLXL}FuG1j+Q zyur&Ny75a!Ke3B<#D<=hH7nEdRcW@_**0q#Jk&<6EdR`J3H$j>Z+$;t&I}xu*f)`= z4@f%CXk}tFlZ#MO?=u2P!tn0~WU8Zx{Xh-E-&aByz*q?UNd9PTbDfz!ZG)N#g8I>7 zSy9W8`fjT}QuLWN64SiW%3u)ZI3#jx{&e5FA{?1}&+u}&s1J5|0&R4e%oZPgU*h?L zNEoyzyFDq7z1ioJB)+$}rM;JaE>c*G2C9?G%E9dgmN}XXZ1-aIrDx;dy#Rzw(Y(>T z%a8YMkgxUhOgH+@edwFOo`c}Moueu@=RX9}_Z?k-q-%NWjyYjSMHWE&SEu5O$B;ex zvx}h|r=mZq8X4_A>CGH%P4F+9m!dTV%Qy@u_}TtchRJ88l;Hzzcjd%0^7mEpCLACw zmyvYnu6NHJ&e~}il{Gu)htv%}`DF&l=1aK}WJN6FHu=Ku(=0=@B;?!;tn>HjMtIcw zK6Jw&jmVpR`76+Q5yO2W46Q^xFk4cpCU2CZ^SY*6c;ND_ac^~Y6c}FQUNe`&mXNDJ z^wZsM8{othpk%ON=e1ajr+7T1?)4xGYhw*@zz9_H@U;B}@PsMS!&gL`yMINH`@%}7 zaonjQoNkbX(|tlz_xgFrA=dC`am~tGADXwya3F6c z{s~A@^D_M&@2>JnDXI(Q2Wx%PN%rPdeQ4(0HP~ESunN8M6CJrwir?#3(#Mg*c}8^O z3E1_%`PWUKvMhu*vl5J?v+}{euj?%#0vDt|obOcDZT;TM2_8V~&x-!!s#)1hUV^Ra zIk=CAI=Gvdii(a8DAk!or^5yx-enu0GnGfHdc^WnL0%PAIee6D&Ed#ID8fGn!UD5- z?qLnlbbgb|FvOI?D}TmEZ&OS~cF`AejRK{mv;bdwh?>L_sRk^7*t~P(@$^SX9qW?L zg{;?&9h*;jn?(N(a5%9S=_)3@9=N~G+ghw!7t z4Y zBa&YsWdw2CIHGGg`mk~J`Q1}SIZN4n9aW7!uB$M8QTrV*rlzz0LsuL%^@8tG{DTGG z&YxyeLzdDs_MCW^)(b9h3omVxr!@u6^c)eUWxY(x0`1!rGXGYMnth;eaS3lTA42wCvWOnPo@2^rVY1wSj3%@j7Bbni+$}383 z0Q?BQtxCpa#8)#`bx&OTM2>HkO%U1T$<3;C5+tm$TlYi- zclI%=G?5Ex3b3DCu%UVJI=VsGd5r1!at}@}8CT))cJZZuzH@BujKLdK=0k*{PL<3j zkZ!g{iNc+w!3G_pY!oKN6*-oqB1OXg21>5@MUv;kXsxJ6+pqz4O+ zvx`GOZPH}j#Sxdtg-UHq9{AKJUbVRO$OYbdqSNntoTq!PK=s2p!s!9X`?PPI%h{Cz zW^M$7aKKR6l&6#PWRJu4~q*HVP6|dE8xRrVshCml7Kv zc(4o*sO}Z#A6zg9*75Q*#S59Vyx%@_Q(r$|l zyNhnIAt&smR7mN4H#(|MDO^droCjJSfY=U_nLCM|Q&rJkbm)+V7CO-Ua_;wQe)NP( z>nko>qdPcAuF>mtx`|rwNAB7xcw(DQn5(k#c*o4sh5XuQ?n;;p> zE)z7TjDH`HubE%e@8{tMoRZc-5_?G(zcCMdUUjShf4@173ycxqj~py{$>QujJGU?T zBRr}SyJeXKaIP)dp)hALccB>TtPUHcl;Y>cS%sZ+lWLRrJkP3FlS4xNi0r_*BX`c$Xm3naulm> z?=fR^?vt@;-gx@a*8h^sF`RL~By;B!>lwO*O2Q#s_^KCx|gdTW*406^o`DQ1hS76cL1hO;-6j^Fy5EK~?l+G%bIt=aJ8 z|J-BJX4Z^>j8rXof!l9c{C(s&}P-E_nJ_}n8mBXISd#ECDeTY_-sJW zScS|(P_nw^I+~x|Are0ua%QeBFq<~Wy0q=T_(q28I@D0tDqfPER}>;x9^qC~h)skL z);B>h7KGv9i|X#bMPuRkw0%93&9HsDhYh9wQ7Fh_nEgKaZ^@JjGB1UIu1;Vv43==w z9*e52ZMkU6=ax)$7r(sQrOk&Xy9*{{9ug!cQNb0>)RQpIA6E;Je*mqH&~xz$vhwV=gav4$iTv@ zW0mj3Lr!{lF^skhbL{UCsDWf!8Dya{t+KC(mICL#+sS|2m{*Q)g1f(5gw6>u3I?(M z<6JRZLtxL}*Kjqk^wM8QqNf_(dd5HJi*p~haQ+7Yh>7{hIZ$B!0^Roq1NX`X{+z?8 zLVW%My}DxFqQQ81p3(b;F!!i}&7&f8IzR*n&`%yGEE0c@@5L2vIYt*LgR2zEbMyYW z9P8XD7=F=UmsMn>N=?HO@GMzPNTniD?e~@DfXVUy{g6VR6H?8Ls*Bg_(_m;-O@Jj@ z{BI~HH!tM(@BW@YHHZH&-TiBU2TU)=43Go>#|OK>t{>QholZNB&NyeSQ@ze`y;3>^rl?U-8(l?Pq^apYwO;>s~+94r@R`<*Q z4J>BhWI~b9wdW6vfp#6TV!VI<;ngyn%t#};V`AT#I zl;wOil*zk$qzVaa%D3>2{&N6M-rN4fP0@6E~~UlfSCTV8ZCBNZp?Qe3W_lxWThhtEb+@&&_7jpB z<0I<^ZfC=XoTERu9vXC0Q84J(hTQ3yVvz4UdWh_scYhw=s}~lwcYX%f z)YOJWDJKIH*df5;(-XxvuUz~6NdNF%^o*i+)!ph5wTUw+xBHfZjtvY5Y8H-y2vb$bw@wduOc5Pjl|=Oh=CJ{WH4s>;cWd;G~=^ zkV~xk;eY*nZi`Qg+3IKN!GDHvPFUVqO{{NSaz+evfH)Q-G-Okt`@|u?%^=$B{ow(i zPHZcBp3j5&NbF=$wm|f*LHOY}6rtVMZ|nprl-&j9@9_5MELRki3yH*5aHm1-YlVsS375oi^rx0J*KR-3rM{YO1x?#C< zbk+CBFpEp_Yx-JJ4ULRPwaHq9dr85k>_#)Q%eyhcH?}gMP&O&yIR?Tql4ua zoo$NP`@8@H=~raCnz)1BHq=;zaZ`_JNcgRf#ClZhd^MZLa>wYN%y=j{O*zXns>{Bi#4+1rmo~6bVclC(1-J~_yaScqR0>`ieS7$od z+M>#}!eCs&cekNE`fOhb9B-A%PNK}W8q$k&Tg}7kl4?RE^E77*SZ~^PAGra@t^4x6 z&(9UZi+etd(3}j^vK_N(Qx8wlqQ2H02@Zo5QG*|Sp@}9eY9CxG%^ERdqV!R9+F%iL z)~lv7wH-A$-!lz3x^}^1r_pU;+0G5SX=}057FF|3MZ*!rz}mSEU)MnP$y9ZjP~43> zfejA|VZ_g}$fK0U`~qiEUN}uCz0WNuY8qH!vDd~uKMi;0f6z7TywCHby^|HXeNxta zKwv=WZ7(xahr*zA1Wb&olpisNsSB z3$)rP%d)Dw%8IVn-Zs0eD_r$?H6>_E2^4#B6e}vK+4BVI!nEn>&%VdSI&b`gl8rdw0@wA#DPv~~d;_0qg&&$p- zEn#9eiObHbUdMHdNZeksla=8M0ndIia~iYTX{Rwos?4dY2dcMmsuYVh*S5s|Z2PA0 z+_z)%v%;dP&i4Qwk6I6dzq z!m?tcS{yk^=LU8zy-#%iM{zU6mki6|K&nlMF9ALPCV%{*p_n)&e*@9)7KaJf(Gy?Q<#e|m=NNGm?^Wq%8PTj__fw3#vh z{qs8JeTuc&+a&EKHd}_)#nI$eelGk=$kx!X3>su$=9>*2S`m)nJpm3N_W4@LKeFa)4@g;jsccVCoaqxaS%%007qZwlEn#uM#< z2n%Tp4k59UcB~B@n^Z~Iva`b+OY@AXN^Qy67{7YfAuS=W`^AZKgsj1z&|`v=?Yr=- zNVB=w%^VUSZEL@B)c49WTj&*!g92_~n8B;sv5^^UJkXNM%*N>unhEP_h-ofh7@m;q z#AQ+)(e2jU(K-7PzjY0@8l{ng**2cig<2a5pCsd==@Kln{!N~lxot^`8e73rGG*ez zD{7UqT;Lkf;RW8pR#O;PCY+_6Wu?55vc=u7OYMcIQmkzT4{ey_e*!-sWJF^jS)b9{ ziAZ__T0A!WyAlseC(ETRv)w$wk9_qF7YhS)+uBkiE9^{)!E^SEu+qvT_MQ8PRJg)0 z`r(G&mI(=be;bJ-4vVWsl*sHEwOlC4QM4T@8AE;^fK0t<7l&{f*LlZh-K( z;Z;eQ5;;Ih;68=&U~~;HyHrfV7n@(t5gmQFA~WJM;8Fi0r$dCKjn`zt8RgJ2dG{U4 z+XZLKgNPFG#8Vb0tj_#=UaAk5e?Yl0tB;@ii~=Mu3PF*i`6tA^dm=p{dEb*Nw0Se|;z_;G z#fuJ{o|n%!Uv{KQH>YIbnm9Z{DXw5+I3x6F=z!vVWFO!74UL_M7vGIy7=-Y%vPgeY zg@c6hc8Wtcs9%-QPLupp(20Ajo*G%frHlrOi zN%q($vz;w3UgWoL=j?1uDkBk%LzTCS^_O<3+-<|=?EJjUomZ<|%3YIrZZC$u*e$pb zhFS3f>P4;4*ukSi&uc`?SEQ)DxUMbp;Y(XZ>5=EeF|`vTxKw-RXS7WixNvoFH%rbE z72ac4FS#DeypomUY%3^g=-0pBV&#fedEe`CS@94*z0Yf>E0Sqyf2Qzj)H7JLN2MQ} zbiHyb@hv(`ZrY!62TL+z_(K^gMO@XP!_xoO;$!)4+cFi!|QfEnEI2|7UzyW z-wo$|I+%!FTiu<%rJ8-|lVJUeB;Y)3a^U_YbO|S4ocq_Jm4Xj!^_Tm2-KwrX6eluC z=mz`xD?1jAz5w{E?pSVTx^bO-BUNW*Mryc~gLW`%Ak_La7_UE>okh zIePdFGn2d)OWN~wk9E^;cg$;D#Igl6)180xJ*V{FyD^SotC>iOoQV)L=+pBLa$L)N z(yp_3a;ug}D#jCjBxsg(!}OS4$N;Pjc4FcZy&LNL9 zced>A0j37i-`DQ{EN69yWq=~c%Oxsz zlV!?hot|c=@_4*UhhVr5+}!Pvo;^=(2y0Fe_UVl@HI@xH^`O}{m#fxK+_*@IR&u+7wc5R2OQ?`_!8v-skF=FVJw;gqGy+xp z{I5^BFTd^mdVbk>{zX3W&CX>1i3=CxW@uQDUC?L_%Wi0kDOgGwJZQ6s9{eh`{6Rm( z_xMqwDIavF16X*X-JU^?%&R-)_00*~@#D4N#${s{eC27==Gc{-De!YC-wd-kk>!z6 z4$s^>T8p9Q_Yt4*$7*Y&nd9cVz6O<7__6&u^{%R)X47AU?DUMzo;n;) z-XHIiL_tI9HC(FnwpP#+{*j&*l>|EeKJ|<-1Fc3p5K>;gUi7_@EwU-y8D}+fWO*#V zzj9|10leM?dV@^oe$0P&$~lG@;TqJN^=YkpENFq+?ny!giIn^=(%w6$>8^YCzAcE- zdyythKsqW&7pWq>_t2FZ=`}<|=~cQ22q?Yx5)zQ!L3&3Z^iUEA5J+;kpZobe=Q%TH z&dfV+{!R8|Px9Ss?Y*wgy7mt4wTTsYjdP}9z4{tkdoT3tRobMYm1_)31b045MQ-}X zulc_);^UE~vb9gVUZcVIE22Uflw|m*d5k+L55*@W7zb$-^&Sz{IkuZ zI9z9`E9uqwcaZKaNPhOivvWfND-BbQg{3llSb|@XYTixc2g(G@X$?1keojB>`D zCR?x_YKhUD_@=~C*BGYhH%>01MBS{@<9BuYsFIn%>|KE8L`Lx2T{xCE%2)H4EzTXt zd`tk?d1uvCP+v9(h1x%7%b~GfEQX;)Ztiq{_0d(Edh>LV&DB57b&=Lq{$;@D@26Q- z2m6;V(xQ+czumB%5F~@M1McpOzADz<4m$KWb1T_1mckW05D4gx#(OgVLcV^g6I}5Q z0A7uTwO>A}l%|d9%#5jV{rz$u{kDiS6J9fk{oTGVa@3+tfxm)ZpuTw6vh{Ju4>#iJ z_8l7%n7jjqF=8X>E_8E1raIQ%ZU~v0`ID`N*X8CBuQc$f^aL2WqAz%Ef2S>HB~6o9 zKM9SlHS|rsh!~{GBtPf^l2Vn^BqG5IMQLbtN-%MJb*p$-F?n;ZPHo zkjtGAQ!BEmCIoqNJ3iWn7hq1|D8R~MQ@VF zivj7*QMB&tdGCHtjm`tPDL-OgI!^rDgM%v=_nEPb@gbjr?)g6DtkvD0Of|k^4GeYu z6~)?R#}S{@hp*0!_q5f_D`V{6lXY5V8O|EBx{O>2JQ%A4e3s}P#9W!jGM$^#^x^4% zKu-^gBYQmej%ZPa``g_4^x6=*zQKE-7Sk2w-w>v)KltS4^0F1busXdYS^QR_9M*5uwy6rl^3 zZZ%DhRjuRUD9JV1%3;;$e;C1@j~Y#{tK{!4O^3cRn_-SUq>n2uu4K5LQu+bH($idc zTfjXM)<}V3m}sBFR53EnAmf5lyIe{ec!xM8YXXVPF^Ly0uDL^o&)Q#c^8wZTZkn;}{v&Rle*LLZ%OegI{-7k| z{HMc1R^e_rP9_|K73srSpQ1A4m%~7Bj2{VGx6uZ(whoB~uCR$JxXReIktp?Iqip+j zCoya}Vk0ru!-E!)S=TZ-*<7fXpb&3QHs(3QttJl?KY0>N9YjCL2@mW)AIO%7bHcvM z_bj>I-PrP}O_IA9@ycXi;XyT%>p9AYKC7WVPuIM+8cTgoJCMxO?uy@GQG%N~VTCD9 z1~DUB=qCPT0TvQ{-WT~Rp5+-u7=QO@4VttH#0HLLw*yCw+D4elMzs?5n3sv#C%#j= z$s!hRO-Z~YjA@_7Rs?nSyHvpnA#NPuOZhTRY6A(aG{eCsw@404rrUT}1Q95c4&&1$!CsMlW}J|MS#^(9cH>a@b4KT4yg4yD{qaTJH(VU_n|vlWlpMRr?R zv#|p>al!l50?8`n7(5yS;W+7x5w-@bKhu~_8xT?jWv9mT^_z)mmd)np6c$5zs!_U)$R~U| zCx_lF?UyVf$n#z-HUd1PdWqm;Sk@n{qP~}alMIYtGFG*EL=(Ko zpw?LQ27b!BG20)apLT>YYl}yu$ChYwbBZ6|P1^jCTR$L@TW@!F)h(_TX72^)Zw&i9 zhkVUO!Xm3mJDo^VYrB-WugrXc&^= zim#X%8I^NiLuQ;gw2s<=-&VN=*FUTRMl1D#`_aPtA55A8>XKNq6J}SDvL0sPqfRlR zPfN&ctLV;_@-@0v!wI@T4^d;$(PzMdK@XEhgjbaDY4dT(CmE#(`fjvF?@m1{?<%zp zkN0CA;fyR+O!l9ekL}Pt7;E>}Lv52L(=uPi=4FYcgz=k0LEJ8SBK_^7a3vbMzSZe! zPXJ?nkH-XJG3F%Hli4zkT#mPMEjL=6z3YX?HxYn9?(a$^5N3KzwAoWay z1akXjpGC)p64E|1+swj#Ob|mmt4VY@&54w$7WEgF)Z_vzeVCor;?;17>j5z#8g3Lo zpZ&4zOBr^Q*br(Q`LVezk>n3i*CEbImhkTrgRL<6?L8N`O$yslv=!)z7i1n=OwG94xu2SiD4xD#D+?|{ zjS)P5_uboGR{2ici||3tzV{wSxJY7%a+0?U`HEyN2REvumx+sCVkNd2b0^FBV9`AM zu%YcFaK^&F0hYc=h}$SzV}d77cWN&%U#egYvDSo|t?rholxIkABx#3g+lh@OVG3;a zxMihWCS{!hiiQGs7`GY}{xIN>W z_&t52$m|qtIeO^ITGsk!xJ7R`dt2fo9e-}OY+BKVLK*7-%~2`Ai17Nzl6@smKNR$c^l)nvB7Sw zfe)cLpJ!SS+aE8ZCLQMlrSVHnT4Ez|JA|%!xG8Z>;QgIpn7;cD zm}C^℞wPTpf;eeXS}2FAi&VL^CP)NFIQT{F( zMH$5qSoOksn*6X{p+0ZGa(XTyAfRQB6J$E$QWq@q$+Jd*>41_@e}TsQ)m+nFh@nIc z!2dp>J;41bp0h{6ygib)Mg_V_`)#_p;k-c|U|<>`7`VI+UPD+2KJnYKyIf+-;04;~ zJbD}@b0$cRav-vomB)w3TTF#a>Rv7!@E|_y7dbrEW0+jzm(6t`fa)uF@RnjZ8bgIzz8Oo0%khgGmTSIZFt;OU!`mIU-N(P0kOTUKov= zpk;5Jb)@)YHMpkVS_E}rBLm5hqaRk$6UIt1>(n2}{RXH}o*&lqPusakL4+myw+}kv zD=aA`)UYb8>-LO|?U%Q6Mi~;OqW0Xvq2m~xeV+%TK3UV3X<_=I}fbh5Kmc46Q-?xGgHvQkWKesr$W=XSl6>a60 z;$IAhcnNyG<#8GN3_zv7@p?bw$aEUP!~ReiyvpwT(AT;M0#~J%RMX+`jV{w|P-Ipj zN3QwK|GZhg)%BK~SW){IIwl!0`RDnhS_~LHR2L%?f+wH+cb$aw{%?<+vrA|AN&+>2 zR$7oQ*LcGZ#?0f2#?!WBa1+M9ZD9~`=jukc%hM+xvECRuN{* zwvh0SZlW2B4&@bG3BBVZUA=L%p3y(~APgMH-G~K|S9?jw#h!E&WdEpKX#Hy=98c#0 zYiHaY6H;|oc&s;7WFR!#TT3Uh zRM#C25e1jX(zA}D@+nuvQgdX0zJ0$=w`9W?k$xIB^zc4CP>9lKJWabbg=Es>gI@iv>o zRv*STKb%xQqMh@=vzcA3po@%kDAJ=OYV{~*ClAtIn3;Dgq%5`&sh0o%fA)nNOeV+g zJ)FWUq2>WxQhoRMcoZGailYXX)T(iv9`mi<8s*@0nrkmSbs`{yWzRB3;&G;{4u@3U z(VUaXm!?}N;9^+1F>UyaJXhhPpKnBcY08=i)Gn33Ebu(HwX|}_s13YsC#&SQ?bg*V z!1X8}}2Rj#WlLS&CD% ztJbHWkoaQk7Bno^rKV+kUw`M-0zFab!&JbG?M~GfO2bCNY0JZ|b-%j$WN2Q4e5xsH zMC0<8gRO`O^y>R%3&g+HPs!o}5%bx82-!yQT(B>!u}lH{Br~;SoXc(0I`=ViF5Fr^ zpWE5u{NThAwuK0K^)9^=&H1Yzc*XFt#b=+Vtp@1zAlf~qZ|(kfV_251A>_^?IyLV! zZC_dTOFa8goW&Y$TLiFz;hht#;iBJPhmN$`7;25410GId>UGXD-I)0o2ixwGe^HIH zD?#)Wf7yroU=Q35tS1|7DP$5qsvj*qpI}7-$RiVt?sNOWX)i|C7l|N z-@LZArEM9wpi z56V5zrYSzfmWgYs-y%?eXj+h$$9Fku@`BUv^W6RsNlot^x>|=UsPKLDN8fu$11&iN zaah};La4@+L#$a-xea4Ny7k0w8KpRN(pFJd8FFch&CjNp{LUxK5(_524i9RL-E`Tq z_QLrCWA60JLeG8c^P+}&pjFj&L#$_gt9$Wz??!J6B&c;}B=t&b0S*N_Zy_QwpGb`L z4DE9y$!W=kI?g)=Sw)rUhPSufoje^sop&vM>H&hvHEG)=&8A>tKc&$mJiRV0&tPckYuF|4eRNs3IySl+Nl!mD zTUCk>UTZibb$e-*^gD>+xHIT-ugO3OkX-k^U{#_4p3sC|;5+gwt;h-zpm03v zx6E90SdpLOGxx&=*%7V;u`Nnj@sr(U?HDdP>`F9`y()IA5_*|42JexNgr}ePkye0r z5;og}RTWlVx$>P_zw_*fk0&2OitTcC8C8YtePWkqi!41GN^Cb?ouOUN)_lB5=hF&o zP-VU_Dn?b#w^5;t4m#HWMJ4Ahq%B~hsx{^>6ysw`Jht!h2k6Dnu($zEv2G-j8=$8V zFogda)?xx(fj7O~Z^_7=Xq=#ISUrF^-GT(Jax5SkA+{U01{3#^^%cEu1__rr$|Xor)gaIO~o_|`};4WOPdC)gr&sxRkI@~({8X8(Yf!%G*c10 zOl)$d%NC1IMI)xZ4-Xm8u86xfYTKQe8e2}@x$tlDV4Yt`s8+!79z^maP5yA3iFmzC zyfuUu?A8jiBlsKxExL@S*FsKgw`FHvSKO(=xybV>{6?_e z+(M;q_%ki;AR(<>1uA9;545ysGLl;$;Dsi+P&Xeb*aEmSq zo1W5bjg3>mh3Fr!mYaP8th%ckZ(^{l;ROiuj4k@)Z;>fqUO`TIYEZc{G-rPAJX>!V zF2J*Wb7pvGB?tNZn>Y2r6k4;<=e>`f?0o-#LKL$x-Rxm=iS5VNM3AT(>&7O|@gCCd zwfH@U*UJ3qHd#Ar>GC-rmqw}#p`O{qz{4DLoqdDv!8d;G)J@U4jQN|+f<04B> zZE2`v$n91z+WXRzDoQ+bhFCdA?xER)PT2?A`8%yn{-?$Y;_(A~{X2TGyM773WLaxa zflB7R0&a}5T_W#xNN9Srx=;#!(9e%h)m;Hr87VDGCUJ4yt+9Z$oFA0UsJtdh)X-F~ z4>U~prKXFyxihWSYQSms$;Wh>p8^_Bt2g?O8K!jmxcck8Q{-K&LK zdcGODu@Ee>*23+p!y-uy!fY@4l-67noO1F&QC>`*uJATctK-9kjT!}*ymBd2Jz2_q zI;6BaBqRWRcZq!;QeH;PpL8j6^DR-xW3$9}0|Ikjh((#}mN#{fA?3FSny+8MY|Hal!OXKU1I=U7M0kGx}Ld&a6Wl@@VKch8G7=RPqL^1xx-E0YXf!a#lbUAUgfbfQ#Sn!!t^WpB8EzV?3 zFiBpFoNzfeg8xuc6bqtLy)r_OZwSM5w`CuJ2uedl3BeiPSN$ZraV^yp1btzobHz=b zytD3X)BO^(7v;9(wJ6_r)WJLFyIQR5gRfk>-h$%0y(2RBh7i}Wjd5fHA$3roE+$Mj zqp5^MHSAkhQ@OV6)pwvPqt%dEl%AX3yN?KAQv~tZ%hg-i)owjU^@~n-dqb&2F#wJv zteT>{haH4B=IU>1=A>Tvs;)~QA^Rx(p4b@qJ_6R++OpjDe1C}fMnpU1^I6_RKlQO8 z_(B&Q!Zk+@o~h%VeBWf#&vyK5uBhh36m+Di_&cdd^mToibcFDIPqF^dkWUSz3G$td z(Kk%lzVC+-#>rNCB@$n|Bop~eztBFS$|i>qU&y;gHp<(R2)joC`$mx)`P8<4=0R~t zbHerJ;_8GKj=vMI-Eu|fAiu7N7^(D((1r;<2FumLSElq$ZZj-po}Lgqm1|q+X|mRN zW;QGT8*$WO8u-<^!)5>c*LN5PngGLJ!|8>83N5W_hHEXcw^6vH$Ry|;7Ok62)Yn|( z&p4`0*Jvf=djxR^(LPpoyU+MZ9kfT6b!U&`#OKdsv-yl<%g6|Cug}vS5A!v8OUqn- zqz%vNE@W~`RUyb#9a>&lNd_$UKua~KJ`?hMtm^FPJv@4E}RB=_^<~$n= zQjW;K{t8QNH8U`Z&MsC9yD7h~_wIIlu{2ea3Lr`4(cCiEj~fKKPzGdT%B}=e1xw=% z3TEE1geC1ispXbxOvWeFGEAUETa$aZO%`hJLPyb8++hK8ww%JQX#pc1x?_79dtsE^ zKu*f#o*surO(P*XbX9kl(~;dyD?HthFhV!&Ygum` z<7tGfo+%!c#LJ*AKaYa&K!}hueSGJ>Wo-?YY=1{)8dz&^m6v?8b~e)UI4i-hZF(=) zsjU(9P~H)~mmi<$F)nYCUeV~verme775nQA%eLLTVtRquX4~m9A+ZQw+3k(l7>9!r zEf?z~wvpfR8Ny+@Y>bD2EGb!TX)8R8<=P64w;$V)$>n4fSDFVUBi*-fEzZj%KSI7m z!$yfh^1DHJns1AjpB)x?=a;psOSNmil@`1LumV(k#;Uaq7j+G=ryX;u%0iD<0UyC3 zZ^iG;MmH8|Tr(eOgiuwjz93v|Cw==kZXwsLFu-*JKW9@LSF>QnRFQRsp$$Jf`ST9k z<(L`XMw(S~EzpLopAPx-`RhhQq;vS$nS-ToM0N0izbhk@2&l1FI+gXkkH{BQOj#k+ zx{&+cETPNzh{cUixxT+^VoJLLnM_;E$1ScxKL>>< zWE>m~TrS8%Yv-HZF$>p?;9mHHJO{0yP0wxsuiPQBRGEmwnWTa~59I@g8_xLU4L)37 zGII2>MOL@DpC!17$r9e~%k)->%eHOqTA*b@JPVkzL(>iUh8TYqq1HWTshVwJe8RdY zT^J~5=Ii)hkIK4;u*RTFX~BtCVG6{j<>|OReEoyoShfJ{>$W4}SNTZm=v#o1Tb*)) zB|Ty~|68ieGl8euxo_oQ<1I({u&Or>C&VTx^5YjsYeD?C6qqh+zXR|YTbXa!wEU#6 z+xGL2;lXKTmb#&QaJ7)R+q}iOY0t$QE3S1J5XDb;+x7l*9idd$4wY@p^}94&XE5W( zvm{O3sxZ&Gk>6KbOg5_L%TUYzO5tL`i3pSuW}rE~4hmTZ7YW89Zz?A+l|h1cY)n-_p8Q@6#CRbG=_lI?AgGDQ?NgRxC2ha<(P0x<9xpPK zAsQxHTdDvyCTwh4Xo-U~r{=|K#-Xv=MeVGV8kP}R>qnA&((NmEM+n;jrXr2VEfCr- zD*FCZoJ;-0HJgP{r(GrIRm9YJlBf36N-cpOtQ@uUlgEH;IRA`DyR``JC14Te&D->! z25>pwfCama7-gT95e#|XkZYYhnN{w$+VmsukhQ;YZr!@F-q8eGk>^Dxz@72SV)^jL z(;VAPPZQf8vjqgKAC0v5zyF;}$#g)qZWMFY%9lcCyk6-rl(p$gG*#=ZeZfPr()w3& zJFpC^WF=I~24?Ug5C1d6;jLAz5fvF(+^~*_GUJDf@olH4>+<)C0X5p5%^@5nl)PD8 zJg{LVIoUn^t9r56zEFOQzleV`p~vzoY$N&S7|(%52#w6}>L8crrhO)|tJ@rH@VyWu zajJQ2{R5&NbtPFrKU8n%^kwm=-g8N=QBTImU3aeOn>j=_Nt*fDf3+T<$OuW7{vd8< z^PiVm=YP}f9D47^|BH~1r1|gR92^9Mr2iQh8TtQbsD}dS!xZ3{>I%BcZ0eb_b3Gyb z_pe{g5J@##ykW#<$`6o8b)Cx36`IpLJ^lOwim7x>W?Dme%Bkkh$!N9;c9NY1-5*ao z@DB3#hKhh(V-8(@)mCm7e=}=+-|(}wYYx3deC*i%!Oxd<@-fvvq`oDCP_aT7sKrWS z3~LbctLl3C0fWf9+i7f5k1f>xH#3`e2Zngs;_R4Y;|BPgqg$^m@ymp zh^D^dLmCROuxBtHXTPu_%FJ9 zmF$o74a`*?AapOzGU|?*|Dol5w+hKw4{~wGZFblit?N>$rc^FL#aNJzg*ORbf^1Ce zYi;XSuj>D60t#X8TiFSoKGh$Wcoiee#Uh)r2Kq};%DKi{<&CfbJq9BY zEovVmhvcsxmKlco@My z-5uUGt;hFBN13}Ce?AovV!tKPo6r%q5}Y#YG?vGJQi<(^yb??ygU0Q0IzCc`!F85x zX#AhPPf!KnoB8-_H1Vxoe{TPXH~GLJXt2H;z$>3Y4#eCid6@V?da?)A*RW07@FG#- zW>*Vm6d^fZ63#il#CT7mQ!_%UFe{(_FdlEQd_>kga2#Tvx(F@|UgcOdZ($bhMDlHT zyoLBz-7vz@GA}4D%t>;~yKle3TsuUpxy6&XO@M znhBf2Tn91zlnc;-@~we-%y6cgZNFTx{KQEW6=UB&on%062;GqVjRGwp{B4byL9ouR zn+6Mlr2;Im?&x{KtB(TPG&SE;rN85B6R<$LTHa*8+gjyAp3K{VN^#TI@W3DKk7l%I z(nZg5lTcA;h)Rjef>^)LS7`kYsEp=*-kLe=NFz4}M7do5mV}wF13*N`At(9Z=1_8j zOoj!`%vNc$(-G9GI!Nj%-Q1;;kY7n77+eb-V@N;w2w*bINDb?KB78mPRG{~Fap_M* zRoUR%*;#O>5t~6=b_gh+cde|x=r+v&M#e9u_y&nkoN`&kRXPHNa%NC3%U35|2B)B< zR)XrYJ3~*dq=Z-IU2xL8;RqdiJ%HDJ$%F(|w9$Ma4{re0JI8{x3|?Q8O;Jh&Cm09DLAm}4$?1*^r5(Xvfrd95thpIPjs1(^uFm!pn-%oIqM&T zXWTk+=@S$+^5~z^9ZlqvD{J=HTwrs6mV)s{2Kg$|9(uT~rx}n9GY!ioMm8XbMgQuS zAtsfefk(&8Bmd8**jW5Itwv_cos+tiUv2w!|8Q6jq3r?xH-2=|JypjzHXZNA=zM4y z3q#Ds`qA@jM3WhT70(TST)vwF}}!KnOu0b>Z7s`hES{kMt=3a`CV;NKGybT^1TyI zK<34ptEHEQmnLUqi7%v?j-ug!6BB`G#}Vatx%-c{&lBkvZToBnFr+5(!UWHiKhKrO z#;sr{gi9GNLwIIlY8<-Qmo{H3rA%KtWF88CFrHG4%}zMG1b0{2MgPH)2Yk^fn0hXZ zJ_}|Z>Xuot#5`)vl?gX9B^TJsW6t>ct%gJuIMhvavhwq3WnVnxJ8hm7Jm@noLrUbP zP>B+RJ7{O@3d&C z=GRlHWS=u|{K7=1)JI0}N2YM)zs%hXo-9W;1XcEA^tdRq06xoe8Q8ACU?1Jgzz#*^ zPb{SflGBXVXXb}`Fb;NmangxE9g;9*P)_D=+MNJ$$LPRz*B(v=f!xHf*mL0y`jbq5 z#S}QxSog;MXKE1-r>>~+|A3^i7vHYo{SOU7mCv<*A+31^xs!cOgu9`ITRZGD!Z^W| zXn(c(frgB)3{G~E6;0H&5FTwlg{n-T%~j=yiPRr61LXh_A5(GGcFQ1A=r3uM#zNYt zEep(|?k^xa?O04}69z}d`}I5`T--wN>KjkZ&+TUrO9&%4NRZUui)f4Xf<)kw603MC zF=gi#m5kae_Gpm1?v$*c{$(&6sQa+;s*&ynnI&(H*>;X+?VU*8+c$_q@tK53J2TbF z0j)k1tzO*n8%a9542Y$_6c0cW&y{S09wm!YLFCB03pijA(M_e76*C^vXA(P@UAN=R zF;VZF9Xl%x<js>3oZWNU26M`s&QBGFddvaiWcRyL(uv%MKY>k(q zT%(h=`6Y5lvBPlI?tPQmcaSkj&goxYf`J3nJN{sqRw-&etQ33WTQQZQvzM1SVs1L$ zDax!cL{6q&BCUXD`T5<~IbS2|tMDIh2XN#gMFtc6l&hd13R=pjjF6IkwIj||r&eZy zDxt3Qb4Od;oLpp7w36#DYJUL)|K|1(wSS)uPWgH3`Cgb6BD6RjBogT9oM`?efC4P7 zQ|}V-koA&=FdrN>Aure&U$OU~sI;Pox7p^=JwM%F_iRn=lyQTTK}jqvi6# z@*rlQfAX}L8e>FKdzmh#=19W8XF~17(Qa=Jx5K^7K7-GVh&;PeyYkTI#t**VPr2+@ z-z^B%T1|24XP6kcZo%R|&x(8ZOkHYQA5SMmItwEop%j+tUr*f$Sl_K93J!PQIh(9h zhx*Z<+28PPSw!Y=U^VV1P*73J{z*=@Fw)#S_ib()xoB4RX~I+!W;f$wIqjr~RAof# z^)4U7N2-I>GC7d-2+`)$PwTDgD~ehDQDI6(r#sU;wAiF)`3d+aA5%xQ&T*Udnx1RJ zzi~8h_ous;Uqkzw3MkPkGusb;p7Dt?UXnip%;JMi;+1w`WRq;M*I7%&R4g_U!{p!s2G&*4gy9gGOC;caE(wdLJFrMplOF zvRu3OaQ74pj-gGN?Q~RcUMr_-m}_1u@R9q$3$Amcm3g(4@-c++NPML3o`x&^1TgPm zz8t%X59wUsN)2Z`#};O!ck59lNu z(O9r)7dd@?RjJWM^^?q(_H3}n^PVmg4svb#v(2zeiH$R9wW@Vv5qNo$r&t6rXrCsPLxe0TNGZNJ%Q!~-@!-!k-lk$Ey`;;m{Uj89*diGp zR*^%7mC=8V604+;H|DbFlDo=H#Rj>!jpo+sn(7d%SxaACuNYkj*ZCLGTIvHWBBZYE zje=mGBI6E!*#9db*HoMh0Yyg?u%s69pS76|xMz-LIRJh){R9qX%dtTR>=XPFDgTp> zTYNk5g$n0otxoU0+%#@a@ZIQY zCF2DHg&?LF0IRykeE?ojW|jMaU9SoUkKJ9?VT-7bVWfchXIAkyP!{oyh3?MNv6i`J z`ngN;0N(~`y^!qa;^*4yqu#=4^zWLaiENMESPihCCS;tGP zJZ6Ykh;w6c(fNuu3#THE!=mq4CE%xUaS=z0pAdzk^d|(`8=%^dh z_$n#1i;8K*P7G}L^70}z+idn;kj$V&9M*KYOOY2pywiR!o+jTvi2M}65_QAL=`gah zo_qVpsaBu(F0k{R7}(SeiP_w zlmK*0GHxVEc|1qwkpM2p9%h^=5GtFCIV(0sVXkU;hs^JBsAO^UMB>&9TeWKdA$Gy| z?F)@ytzgK}gROTs8QagMi?zbPn`AgQ`GA(s(Fj4s^Mz&q<)W2#F6l6EFs-+xJzghd=&ZR?uU>ef zxAF!Ehu>=A{Zcv;@Mk$Iw&W=_c5sOdcI~?){&8o<@RWU;7auWzfC?-|5)hvK0%N^# zZWPGUykcI-)PGKL#mejC?9x7pPtrDl9kqmkYaN4pYHIx=(Dv}uBRIK;@2m6BlSsB7 zcy8O_Q-Rn69sorgd!5lA;J%nB&5@neg2)d?r>0s_i+Ja$Z&XK+M%b9lhDQ)aKO;A= zJ@}R_RgsO)$&+D?yNxnWS^Z)&7T=fAvWX(mG_>3o@8zozN8Aiz{b6$ocRZ$Ns1CYW z4=#e9-CLaj1o`N{_~a+nyS9R#3*BkU>9{^~skva!1?KZ#zU|m-F$;kG3pLWlb(6Oe zZft9GQv^&aDY5-{d(*V@b7OoTH9aU>&I2t4?N9q$#=t4zwm*80ta!d+TQY*r{RI{# zZVhP5CQN71ZAeJG8yheOXXLz|@qW`i-Yk1Dq;li5z8q+ufqZTobGeu|)38>)m*+3n z|0GM-U2_U|H+sw7dR-9-ycJ!_nZ2Cf&;GNLLDG<4y;Dolq-o%#@8Y}Z83G20>n4*c z#E2T$SJIPMEGb|1?a%;Q_rp(v<*eUcj+}Fdx|FHQ-Lsh?%Zko|lW;tSv&$@q(!+A0 zR5wswf6fUJIxZv9TNS}?;G9c6jkpI3q|Zg(-;zHJUA_4H3Qaz}0|h=WVAs082*al({q${2uaNr99<08XK$k9(>VM1@4vgDd5w^C5LW(|6#AubuKB@K z&IBt%)XpcUU6IY}m3zZ5H*za0hY&VjMNnmr=8N#+$^o_4C-@lDrR-dBPE>}7pCk^m z0E%3wzP*16RJ&&xzwhD0_MOU-Y2>Lx;#gBuLEs}NJ-QX%VU<7w))ljD@DQ1DdT1mp zk0i*C*0zsuy#_+>cOC8bv?}zUDdAi84 zHKu~cV?9=rca~w5%BN$ukvu(NR&oHYxOQ$@{kqxp#jid1CF`P1M_3@0mCQZ5=VN2GG`1OFftRz%9 z38ZeRKoE}^!HdL)5O~9kRz`cZBiKL`ts;*~CQ zs3Wmwwwt3qxQgrXV$f))K8pxf^$IuI2_k@;Q8J9m__{v{6>tAs@?cu7iB~H2+dT2H z>EJUBmaVIbAVat8$;oY@#c<(dxn}}yNROnZ}cfRGGGs?@EEB-G46nhkn!Mi6hp@MJvk>GP#R)u{wlsx#7zGMe?{(<dQqHfdCN-S08Z6%AP@S`MSA)on~in{><_kDG@#$>LZ4l_mn?z$?*kn%=PrrW4tr!^-hESiWh+YttntOwKxIP&Bep<^9O}6wuC~BHTs2H>o0rU z%v9@4z~pWJGlyd7aJPUS-lp=1Y?00FJGu=ajJ4;^m!_tXe&US5$rdfob&W~1?l;$R zyYq&7dj-aD5T>-&5>}1574yUQtvX5*FxJ;qQ~cuPL!D2AZ%aBAte2ENsgR3;0BRpz z4jN>&`mZq>#QD5Q&oeNG4UX(50`-X8W5A`?;)&(p9kN%=b1M4M$NSwYxfm zoH3I;61~jXZ9dU#uKII~FXYb3bJ9zbzX2YFO0%1An6lPM0h5z`s7NJycJurl?*VIe z>J02h$e91y4TavxukjkX;!X82o9fAz5xO8&wqvtkv=~y(CXY3XbR?IQIiSzUQt%VeL zDH(-fFPcLLf0H+J7K8op}_WftuctMN9{rqN{j ztblBP@PGkV#eW=no&8DbQ7HyAtj-!9bW;rc-;#bO^yh=_<;Pns?RTe}dS+LHtZ*}- z*IT=q@+|K>Yk!dIg*>MKl=pXJcd4%BNUFf}oL<3-0+9EA4BoWNF-Pr2EhK*#hF$iz zdPq1%UB5Yw^wi9W5p?L&allxRYxtieFa)gA#xilC6gDfiZHCS9C7!k=PpEjuZqNn$ z8``)d`yY{=;h^|BtQ>qqSj}~nUL4>gb1xG9I+86+S(Qo@-$VE@M85%dPEDm6<@u1{ z=)ji(*kJNb_o_v^wYEqbKz&Pm4 zIMHmmJ?WZojtS)T)&|p|`fdZGu2Y8OcW^Qm9zY^YsrD7$YD&UK_b9bfrjtZWS29Ih zz8|scDsY9dp)ywP=S=Ed?b~|vMvt8S*lLV}1?E&FP2dEWGgUn$xtxI~-s39D;GbA@ z=kcHXBemgx`dv_B2y zsl2p#9?~Q<;n2dIIC%Y%*8Q$t8|N#F*cfA!LCLDE?2R*nrdD{CM@zhVt{1s8-H@E> z=Ekv2v)zFgFRu&3g~3!w(_{75uEEbgd1ke41kBZ%Vm&TP2Q6fF>Z~N%J7Iwo zicpg%gUcm1#(vmIQ--rA2jK0z_`}@~$TR)-5!VL_)W-{cuQOnCMdW90Z+sWj5;02| z*@2XDhHT)EZnWHUHM46??*A4#zTUW{5Fl#!E^Av`rGhOl1zRn54}yGX0fronlMZH6 zVp9gJiau9bk#1F*$A>8LKkIhc!>t&WGuzrfEJxGc?T;D=VJo#D9A%I*ENw}LnHqA_*YtH04&yoTj zKl3{dsrdGBhB(^+^xWnx&NpL*C+3V)k;RFu_e{aAj9CNuYD+P0%)8C)Sqk#prYw7U za)$H${DDB7X;8|(9?NHw+{J#Atu~>hvwl}e?&M(Mu>h)M-=(l=FPUQ6DqUu?2r$T= zJ5X>by4+@utM8SG>d#>I!C8c0;KBV8`I-q~I)9H1Z|i|d0j>ea3#V#1q~vO&{k#gv zo|lNx8Ha{*{4B?ykvZ2t(dFs?TQz0*TbUw)b@d0lBk_%0`gG|exB9ATwCl8+ej?!H z@o@bKX)w_*zwwt@|2BlO4-dO{XmKq6Nkd7AMh@8|f%*OpN8`UbtZJ2WVO~cv*(cPI z?quqpa_8Q^M@;=XQNQtS$`>iS>2G0bqA55XGE=hjkqsx)>|A5=Z_7;NZDM>C150K6 zr-<9Y4Ef!`LiX@~`&dl`MBIGoG5Wtesg!>FOD+75{nOv(Pyh8c(SHx8O!^r1Ka=_U zGyk84=8q(NM9-xJn_613Kr655mMdeY3m5cH47qKkEern-o2)Wq2Fhzb@5}bM;d9=_ zFA)e@`F9?6^nOgAQu1yT-X7I>);`*rbaoDo+inZ>6NTdPR!(bWtt83;Juh@BdIU8t z(ZQQ;^5x1?QidBZZRDcmoO0BAr6#@qR_65nM~(Zkit@IRvLfZy1sFFl-s(p4GoFnki>oz+$Cr)NV^05T8_fHtUV^$R^ zetp%~*|lycI7aaF-Hpc-BgE8;6qlB_6X`$kw>j0DprzZ0p)=dS!y+?#!1PQi>HZv5 z_Kn|_OlM(A&ux!Kfji%F6D6w^gtUd!8=5;=A)INb?1cL98lcW;K7EzjrAkaz+M<-= z*58Ikx593&z*2Dg^&hV)@j$t9XWf>k^z(uE2A!!%bwr8R&sK(^o?3gLT%qQ>@2Bl= zh;(6*1XfEgI$~}M%HVIB!~1wT+Dhn*{mQ98ra#1&KaIF)!&T+rLWEponA}Ldk%^pS zhm*p&Olrc$pM4Fp%zUo?z(km}Ls6;n^op&hu*dg$RQ1_FWkr>>t_PQts!L6;^SpV& zD}ULp_o_yDbP)+hA%l>gEgWOSHK>@h9Bs{XwvgMHxqEx!rejSiV9B8R+2?gwe$mSi zVWhTi7cEa&D0<=4sHYjx=e_%Zh1jZ7yp0EzHB~hCVkjmqs9{`P|8SpaMn8K_Zb_cx z&LP0*=x!GL`ua0)l{5CLG;4c3UZHDkxx8n)|38*pwnPc2!xsg*c#7&cmp|J?qYomm z2K&>HzGIrlbZ2!=3G-PYxX@q70P%%qW1=k{&+p;O<%Op6dxezoxukSe&H+Nh{G?DJ zh0*XY#P)qP50zcg*kRV(Gtjr*dOOUR|Chs7=g$AdVGBOG{#lXvnCxL26=A*3UWn?$ z$FXm^)?Dfz+$zuUt9nR~4_d-zP0#5r-fF+{eu=1@_U8>Cfova}=NewN__sV_tExgX zGLHuv8^wNuvHbEg3to}d`^Xa1#sTtu{8%IKHeY+gZeFqU<3SL~VaN_G4VWpa?8;lw zpy$ee%S!j~Gbv9h?3$NcQhEvq3bt&#V~%@9PaT1~O$`v#FMR$Y7L?Dn`1Z^&e51$Y z8JfP?>o@Vm8(i)Qa#OUK(?N(R-epWeFAm}pz#xN@^PVl7vqYzrP^|dZY_tQ2X-^oW z_y`in5@y$rbr;kpcoJLmQ1GIQM?gl$*oWa$<-Z0 z6zP$ws+!&7F9h9_eoeDA$|3Jg#${^C>@1c(hl>jhp9%G!5Irv-evUW443s$Ytvk8S z@(r3?%2gdzvXsB;x5OMgxAr^hs3URzjETBI;D(7;IH->5M>>{*og`xTBsOx-=A|6k0#by!qw z_cnYh3b#s#2uLd^ARW@Jq;xk(H%N!TfG8>5lG5GG(1_A0k}`Bi4#)rlGs6tu#=E?q z=Xbn+yzf{10mpD$d-fG;ooikDI@h^79{l@sn%=l($DS&uruFX=ZybHG0}bENiL~UI zE3s83QC99bk|>Po@;6e4T5}D&^^s%xu^*Psnq{);X568ojHq!KvLDhSBfYn=_3CqD zlgh0zktrtWfbAefoDMs>NStbwKFh*+ftBc<39c0^9+&%}TN~stRqUf{Mgw0Y8Uqal zE=CCctOmIbpJSrW56no7%;;8hc|NhGWQo69&;cBFJ@Je6r#&F6`jpTE>fZSzK~LlB z<1q37cKu2cY(&i`)UI~f_M2gzY{<;`J)XxTBzHdRee9?@6JoTrf;%Eu&QBWAw;RnU z+>A^Ytm)Zsj+8U$QcxBRDW-0w&Re7(wIjsQueLFbGknztWj#6!!noW9^Ef>7V0s%no=fX#5Zy7xWuyida4`R^zu8X zW{uQdoZKD@L7X`6z^rSK0#=<+V37%BK8%g+f2>S(_^=N*bnP3X3>?ZWTydeirtaQw zZK(L2)Tf|p4-1ARN15hGG=Ninm9b~rz{!0!557PVyQYhorZ+yIiqzfo=Gy!{iK}Zo zCX(@E@mk0X-Z<15G>{1v^*u&v$0#T9tEZLErBs(sx9BB@`Kc)9#rdLc2#&A&VJ8)Zv?7@RDZp$dT2#$^ z%dhoAS(|7@`SJ3&egqb8nug@?2XORrG-7mjD=RbM08l?8Lk1rFj(_KjlVFmn5E7F0G!ZRv)s{9i{_k>0T=j)_qS}m{ZK`B0%C49Q6ew7P|nef@yj5?3!qn z?k(!n6Z5t^LnyKFj9470gJ*>)Yuzh(0RwIw-nc0)GaVy(?)RWNKD#-IuzIYJft>(?sP?Gs@>y4T#U08TM>gQT%~~9Ee)!WhT!eP0bobffM*D2 z-*>r36SC#ymRQQNbXRS-3B{? zrHSbUcDC6+L*usTi_IKu-m0wX8G9;Knugf2-+M-(BgQhQS8CXk#x(dU`+yvo)G-6n z$DblKpZdy!pAI+5cZ=PbCaonCY39ap?p5|A72Ns0QxcAqZw9^iY$I(HyBH9}$x0v_ z3MOOVd_Ws=G9#jo;F^?~=-`?K8&Ypk_ZtQc%<)?Rf@zgWI-o}W%<5FD0E)pD=AFfi zyh<2|Dp5wLgCvfo&LsMX%znrP5GM{D{6*bs3XWyvsjn%P2E^C;n zQbGe2mYf$;22BR!!Dj5B(Wo}=-JF74D`*Y1jQbQ%{7_4Yn&WAbQ`!5lXo&mwlhKzK z$~MKYzSF)+sA3K8mUsesgTpxAWo^Ul)#2!35Nm?}k?}V|YCx-t)L3OMrpyN*oHvc+mICmT4RoYVeVnJ`Vyc?_)^l?|x#n`Td|N||M20v#WxuxcM`iX@{LOeJJtHqhYUI;_B>jx zyd3Q<=t??wMtAfBR z0zp+N<2&<`x%T5RUwhZ=#*30=zRsBkysFg{aLlToI2$#6McuG~=9b_&YE~$}+ zC;#LAjknCs9#Qn@=cy`P1%=5?o(MN}&N}XsUYh<>bQ{3i`$bW$yhMb!oZAZAMk7Ns zKgW5;_kaxL6a*$cr$9R&zX)%WgJYA^(h&4zm&6?BrFSP|$9<#Q6VaSfiA*XzG2brf z77QSqMIT05Q_jqw2t_Kd-yLFTKkcS>evYBa`M7#Q75BH4*)h)(L+j*Bxx-c9urxfZ z#%IDnN%@`hctY_Zyfj{~#go;mU4(9cMm4u63xP}bT*w+Gds>`gUar^MbMcjwudl&R zw}sf@)F_HOY9?}1XNBlSa@y&E_^Ecv$vViiD=A&%wuIs|$#_i6`lr_J)8E>IwZ-T} zA5-yawpmhgI=L<;^ zK;pM$49|BR7{m@f)0s>q>f7g%{;}1g}c?vE`9M;dCHTH#qc^`qAv%59VeO)MH|H(bO+ z21KfQCOtC_52t6i8|l@^JH3%3-`1G{wO?IR!7QSQ&SRYQbyL>bOIPK-3D^ z`$ln3K*51X3heHM2&05`rvE;N$aj%ESj<@q>cWO*0P#ck2GNLEc*j_HK+!J*A{5Cr zH&dZ!$3t0M*h1~u7Oc>`wqZE^lGV#OT6`Hm&5i2$EybN(ld0*a{x5f~-HfD4@m;Di z*E-qGPfE@U;5Om^hIeB=m49I~p6&Z)pZ8L}O54Fw$_Lrw2oMQ$<_{9wT<((jEhkfL zE@%p#^TGN-fYN_6lG3Mt1{`!tB5%sdmQ%Xk1GvYfwj9IQ@{55IiG~U504-7dB|8j~{0h*DnBosQUrHJ*Gwn`uy^YWG=fZGT2N&1v{d2li|6 zz4Kl4%j)sN$Q-Wq^a+@I4Xj!)kgw8$EFjgWH!cS6;Wu3aYEFaGC<6RgawlqUbOJ^a zYcw9}01y@}Um1uJa=$eh{?Uwn`UM8bT6F5rpvozt6#;}cmxlu+^{{i z?J(LSJh#SoI-9uX;rv`SS0YhL-JJ_d&nh)LpvnVv&a)ymx?|p0M)cCjFt|8)h~O3xyX{mi#O{Z1Xka3%q;hQ7&t3l>_Uth5E4>8aTAgqLo+Zw zJeG7!{gb6rdO;MdHA(M`pf2b;k*sze|0q{}h$@n|JnsX<&Sn(as$_Xkw<_OmnDnefG~;3ZHBN@Nt1Es!={yo1{B<$FQ$A+BJI3ED!9H0v&(A z!WiB%FD}w$e}IEYfWsvl3`TWJMmo|ec?fzV-Z0f{yzd#er}ak&mOW{ju)A}llgL#} zCeZV)$Q9rS#{GmO?I;Ov0V+rTJX;z)a?+1fT*JvMv#)jSERtIr)!vyV&|Tpw^Y8qo z@rQJq!gp6yB1X&T&v79j*^bP{bJ<-*(+BK|DN+Chti}9?CP_Tv#8hpWm(rN_G~5^K z#4dZ~&Wd_Wl-QsX|IM3JoUQEU>5IfvyN1Q0Vd)A1(&DF*^Ruq<2#oAJ_TrNRRg3w~ zITP2JeY`15W?{hpwt&;1uJC>b!~UliovhN6Qqc{>c_ugi#Us13k^bWvts?p+64~V? zTNa<%jt>=`sF6-m!=>MosObfWZy<{Zi| z`CrzU55inR>o&CAk<4Btc+aj@+unSL&WbU}LFiu>e`W1Zr+oQyx@Sb4Yhta@T!DUCFL=-oKBjL#}M5eq!XIP zg3;MEWcD#1;Nj=209%IqMVo$z^3{JW5%vV>O zrYiOV(klB>O(O%se#*S%jY7z+L=+q|*4g#uqO1@L&f!kko)-l-D)QflZrsMG^@@dy zaNvnHAnt?R*JRqOmqx!;cn70hy3!z+A!2vr1Ahz=JN~C}H{Hz@&)Tskg6`Z!EHER- zH71GJ;Ws>OnOVizd&C&HVTOGVHs`&Z8%RW9Pw_09+I^l@shjW)G$itle+kTD4}GSI zPk~nSSS%xYxF=OR8;DP_&YR}OL#qkf57C1i$*X+dEdQH@nFMoqSK>~wErlD_&GV+E zddJex*q61$(#M@yl+8 zisLzgDtFSNJ6Idmu0(%3%*zTKm-}%J0nNk8S&%o_(ko7k^Ek5}A9U16HMqlk2S8}2 z3wKJ?z1n~*`XL0DpID6+6dT^*_0(zG2&VE{{t$mz-xzQO&v-enJ|J`P@K>jXaOK-HKfgh!8cSPNE5m+k* zk6D%-ISve3+IUOnjX-YBn5U1nmDTF8cS|QKF#sWj*2$# zbKaDAoz*Dz21ADv;zF?n`Jm-u3V)2qcz4b8QmAe0v{@rGWvHULbZJC9XX3`=P8FHS z_e`!fE#yPD@HygVI@28!Yy=;xhIRxM^Y$`$=J~Ovah~(L<-H3S)OLPp7?~Ayfg=QC zGXLIbE7Iw;>(owiHu{389v)u8AP&LYDEdGR18YZN)hN>Tf;-w7rbx1gS6x-9Ak1HV zWmnC{ihWS~+-af$}rrhr@KVgA_~ffI-5jYr{ar?Eb#BY0N>ngUHORG9Zsc>#jjuXRN$rPz;a=P*;)elkzj+sn zM#wlI(&oY4CKm-aHRP^eY&7Yyh1n9xX0r^a<@%;n$g7J8D^OkcDblU^oSeQN5a^^0Udo$%xTKUuVf{M z2xdT;6D{rz@qBr*-zlSes=)0==Ep7MgkMx~8?(!lS7|rKw`$#L#wpQ@q7dFaR5A=fU!NVcITo!5CZH@njwQ`LKR~c9sBd zok<-MfF8%bz^>7r(GdMEFhI2)c$e#aB?(?An(KBu+O8I$l*az>04Sy6IU>x&7DYB@ z1q;5+ORLqgrvc^MGDG!`T>>NbwK-hWJ>Ymlb-FvFG7DdZ1Uhjq)#Q%pHuobRJVWPi zEnKw0d3@@S=UVtLF~^ zy0piH2*@8aR6`KD%I~=lW%>UgP}Z<%AX>Yp+DQ>1*Dfx?s9oqQ}_xe!ddG}5c&oN-%w5F&f}qHigm`;7ktq3XQrJA2YW7Sfo- zt<8j=UV-i3mB4G(B$XB!T4>P0ygKr=EU-;o3YA1Ms!I@k<*h$-6t3}Kv3Gq*p1Gu; zYj}wfTMe9(dt*K8t$h~bF@*AgJH8c*4fi^4oWZUuF5KaM;tVLms8>O}UbULdL1Gph zQ~hE;ANe6G(F}F8@MeHHwqiHbOSqEtj=Skp!s|Y&iirz^F<=YqU#4mW>#@63+E&jg zW@rcwVnemq29|=Xh>kx7Cu_#V#jUtg(U>Ao#WgpEuyKQJuqZE^mqUcQfF}4{hsTIQ z`5^H=;tO5&8{4~>fUpu?ks4kDlL$t<8_n1`CcriGW9NxLdr~8tEPtH}N(YnxhTk%qD79 z5OS#x0I^S-9b8q)$zYw{b@Is>kU6#>dN44B^|RPVD3sMY?fc;8ypJlwu5qE2YmL*L zT#YDtvH5myUqRQUDNJ%23EO)a*Xoh(@wy;35_=)&US~|UWTB6f6Z(ZNN!ks*u}=*F z;0gD)4J6;{M zKjY^kJE{0=wYjKJ99r^z?=-Vo-UJFJ6PR)0((8QzDyLAiUO<~ivX2VW=te+7(;)G?KZ@GQdMXkm~wxs$3F8?vS+HK7JM2NwZmN;2| zz4jbjo@K><_di7Oa!B4KXvD}eEcC^l%5uECa8KjpgyQ#Anm+71nSa}2KAe#iHQN^$ zcB3N|EL;Wwq)uI)+?=j{X16>#IvU-7@sLvChB!q2_q-3(S&dW6lfeT`$3o&Tne&06 z;7VupyY~?(T1q1(QQq~qtDjS+k(iH(=^szJbn8@qtU%@DjdAI*p*(vF+Tk>G;eBxE zhjw)CLFpa;rV~x-5}NhEMM$pna!R3NRogre&bB`iSM5R2g8E{{wJy; zH;65ZTU-ttfAJ9d4q@0WZ7BBm=FL@}Ls=b`RX<^|v+0O2 z>g_J@1-sOS%DAej8&SfEVUwW!lC%D%>6f}jhkr=ZmHw2*vaqx%xNKg1Te0j5L&EwW zN$t1CZv^zId`@U1NCQD>+uB%W31XcPsw;P5{A|i$AO?hcD?KBdX(dV0hI8B4dg}%8 zRHsSLOZA)}1wuR5NOc{ms8(qlLFPRqX?0)9q;MK?aI)WNTvAcr13^E%JH<;( z@|~m4)U=gIol570@v_ZZJ5%ktMs^APU``c3F4Vq!(t%L$tSP7Lz7Z2dwsGe`CTovv zSDAUq*<;)~mgZA1$K$h2EK>~x|K3m8zipA}eXx3m5iAiX_cbgBbQ}F>Dd1$Ru*Plc z_qMGYesulv{m`ONPHtwj=SwE@%R{OkRd!8xD~s~*@m@!Bc()S8Vuv>R zbNH@DfoXM2IYA=~3W3K~5-Qr%P71`4Ru) z*KQ7Z*Hk4dn41@BmH{tsNCW zV~=VlW;o<)h&ayU@rZlE71w%hx%c2Q5J#LqIBrvY{F4;E-C4#t>8}wA&mAi35Wl1= z&(LuaQ;qhXieA7$w`w)fxMmyQn|*wZAAaq7R4Ov*mC_vlx!K z&XnKJ6+c!QQcpu4B+|(ZlCyGKwDiBK^tTru=sDhY$+wqgq$Oyw3egu5wlD8u#z{2h z7JRV0yYKppyC7r4@a`Xc^3=*mKSNRyJD;m#ZUKJ?>>;Njgip_Rg3w*3A1kw~&VGR0 z)aR5hh`o@N<2-wMntK<~>bfVQX@BtS#bCJ_$Hqdp1aLb)v6KM3*3*b4`+D-kI{5C8 zv5AfWM@;K5BtQ9ayH*`{sjEPluPsN2OeYc|hTcd5<_aTu?069%4EPhm8eJ&oA<+%&ZgYJ=5pZpe`XrJ2l5e>k6Z}Rjyl>Ms`8MjT58XxfrJ5C z0Pt}9S~~kLWX`dDagkzY2dCa^(^qy7DkdMiCaOfwPdN^K=ceqcW@k5DEB`Dl$nZ44 zs+r^GT~(zH0}}lK@OjA7^+}IU$`Pjz7>=%}Uu2mO*i0>Xe~QZ?lAc0Y^)Hq;jtxF- zs~;#>y7`q(*s16`=&icfTFcyDR%%8~;gFb|Gsx!nU0=f`c=np^FI&g0k-Jv86UBpy84S>l>camhi2XJkefCYq~1vBJmgAESGMdx0`xqa7jhow4l(;|$KIcF_#(GA=hBByfRh z1FJV}@zb-SD;#bfR(~dWY4eqN-WSTrwU&J6!iDl)siuo^Qo`&RRArD|IcC#r$lB?3 z&U1fbuX{2sWM?!DWi9j=i5xjpIwW3LeyGp0_Fnp`$ZFYiRy@;Wi~Cr(dLCBvo$s!M z)2v>}f1h3fcmCrIrM(Y<& z9yevf+&+C$5mQx>l1(*N>U?!~|4=j{^TjF70Tcf!G17;TwZDH(3c2QKj)ZW2%&Obp z0j0wm33r|P?hczKzU?yYxSt}EH5TMry=-evmV%2^XPR*HnAO2a2HfGxi1%&9;)PME z*20wZGI{Qty&Fx>rWXJaLU*%AJlVe8FZ*Ww0s>*I0|f)|$!HY1&&e?dcy!(w z%%;fbap>wU-lGi{n*Q<#XVkXjNq5pG88M>g3-OWP_ImE???1Z;D#Oc>Y#D=;eyNY0 zU19s|pwAkzgxCzltJxc2dN~!-e6kUkZ*x^=s_4bQTByJ&p?-CP9M^H05h#A?27`1? zeDHY;i3}b6wA`y`&cbT^wvEgzE23JC=Q;sqTqmams&}0X+xpP@JhEtO8)+WdnB7SF zY9AA}iS^7-8Z!yE7Xr1{gfi&kMdweinTJCkwa%~SEO<^FRK6E|I_!OIKmA1L&cw3{ zcb%b(`(Op$>b|gg+0qlMKguLrbMK0$ShWBMmYv+l1{v4Z&AXZUeMx+~C2G7!vW4+~gU4(7J~YG2SB7>F zyH1{V8Y}(oSS-A;%rqDS`%BiZfo_24E==k?SB!a9{PrQlZerbqCik8%y2qX0D>^zI zcJ!u%dp59DEnmQI_w7tZ_}76DMCwf@@w_<^XIe7xemT zZP1b!Mt_*@R@i~8-OZ*{{h_1S_&8l`1C3N=r z&Bvu%N1HqDj=Ull^w+Aq-+trn{N_s{V3bJ}{_3jcL`T<9U39DP2bxtOktmGI1gvy# zVnX=7geGQhWlY!X{2lro#7QH6ETmmDs`UzaH9yB`?q=H4xn6ZH_&mCqmMd=Vd}}%3 z3i4~c%~&3w=%+o!G+t#aVnlgFGDKQ>R(7X0i(?}1$Z+J)qNFNXx&gj>7(JyGxyg`6 z4CP*i+QJc!28Ld4D=Kn-(BvyiR@u8I?jw#f!P>i0Ekrcirt9lN!BI^x_^KyHsv>JB zd&gc~|FQ7g|4If>KhCtk<>r)cnmAnZ-8Y_*AC|?H{zh24JNir|Ofj0vH3W5Cc z*nzRC2*UnbVx2u67emQJX2{vYSss7V#k5K7bf#hW_%;t!p!03nqv^pJWAW=Y#^MIp z_v{d(Man21{W@qo>D*@(HZl~_vx-b)Rnv~9IrgVl)V^fS431BLk;-UP%pvRHR`GW8`_8pYS~p2IB){rb}648 zk=*GkJ=?8_ll|=}NeoPhi}1Tcc~-{on4ckG(xzyHg2;Z?ju7qSV9O(#f0vTHVw+2> ztN1>&#_9vItsZgC;JwM|nHg(EWXu7A>L32CM9A6qCVQu$=J*QXZlslj%OrWId+U@m z#y8P1<0=ZzdoQ(K9hv4#N1%TiZ8lKHGP+St6JB^?pnqj)7LjAgha{%zd63L|5l7Qz9r^$G+Z!m zMdRcV^H>R1RjNgc2C6MQ-0bAH)|-#i8l0erOd@K*j<1p&4d+q&FK>)y3WZd&#;$dr z7QaLtQ!LiWs|7w8wcLF2{K;@Gfvv*>ep$lqWh(lq8IO37*h}Nsq2L^kk3Dlk?=x25 zbGdCZ&NgJkrB(G=V+mAh^+?$WmFL5(>oi6p_Q12D3W1lC$8}N}Nah(uHb`r<@k4Wb zxN4wRe%qHLs7Kh-tYSNHVPk85S@;d`NuUJbnKv!6hn^cA#mPHJ(sDDUKMe@ z)ckz#+_egnGDv6FVxG+CR;iPH#ZIOFq6%O)=8)_+Z^3)hFn-F%r+#V;9GqtmODDEh zTb|=)NQZ!gZJq%Xg+2P^Y{!Dzdyv=6NK33opNDVdoKlHnQafKUMw#ST)%t0rx2)5J z4=uKpi`atFnEf7ON1qd=YxuHs)GiW2-t?H@5)!lG3RjP&;8Ab(q>F-|dUK|9prJ zIa6*!TFr~i|Y)K_fov{25BaW(LD z{j`+CHPdK#GoeZK%R}HXIh?B^R%%*gwr*C`WmS*lgj4G6c4n4#rz2Rbac?5T_L#QS z*IHxW4MPR#{Lvty(fH;H&cJvwt}v2J$ejMdUNuKnd4yszODwA1)27Sp*Vo1OuE$A2 z!@=RUP%?FOSd!r#pl*j5#BTOc(v1(u6d?nKq}w1KFCo@nUNL{`H8u5*_HtFl=1-EF zeqSWNE|n48d&Bi>lcQ{L+gzf%4Fy+l9v4XAm{N27BlAaJH~kg&rvF=~e@XcnK)?pi zf2mU<7yQ4iQ0f1m#_2yUwLQwu6(dwgvwrqZPd!W=CW@jFB^x*FzDRa7B986+FEB*( zVj)00upj%UREs#CQ%LJek&~gc$t0l!a-fI4y`+cWeiQAJI2RGD6W{1$mK0i%LrQB> z#&)JEtM2PRw~$^}&3-50{vF@mUS(~)RMVDxoREey%2^!;uL_r7-7tn0O{h-Z_-we4 zMo{gSVz2ceQEtN)Pjsez(Hb`-aouI2<6-8_{f6-d(FFoiG32v#k zF&rkvb84I<6MCVhX;?m=Aa7#!%a=;;54gkNnXRIy`#(gm%Adw_gCBy9^{}B=Toiuk z@?A>bD&uVT)Xhc1t9`nZnd0uU$nihxdVku|%`DMP4&Z2_jFn*h(_m-44M@7x3)WEj z>v!Dr9W~B=H8b`(M=_@QNt}4z@ARKyXFBP0IzYuf&Ey;Gz@ zCYC@^7E9MIL_Bp~sml)@nqC~@*FhW}{9Ry2Oe{40Uy8oH_L{J7$-G1kK-Fdr3X7K+ z({hg+X6Zo@YN_rHAi0+x$!;8q;!c`6YPUIb{jwP?~Py3#% zwf-3NEPQ3A$y`#xh@vnMw*xC;5@2>cpe8JjrKpvaz z*4Q!J*Cz9*=?oFLRb)gU_0RAp8_HBOyH)2*-+`T=*%!K$X+n*>c(>rAFJ|9;(}SNY zoh!~P_#it8uc`~Iqz(Wg0xd@Veq?7)TzJJ{-1v{5?e{jUECdfZe+toLG@C2QXb`$$ zx+g(6W>MempWV&L$@#h5g>)^+e|1vDl5@1LRI0Pa*I5V5rpSF z*lSoo)B3|rrW#~tYGILETgih@oH1yKytDX->va85(TRRa4%7boD z#zSFVVlCD9^uZ>~XdSj6S!*W{k?J8?oMZGb<=ouJ4{5dP`g!BG8O+4O7SrYgg2yM& zl~)+X`8kYUv@t*gfqe*wx*(HpA9TxzT~JuyW=R372Y1>E^rj5eB43Gayof&SIDO%t zP`~tRr-bP)JN4XOmw=k>jKLb?oQ*mibk4*M^r(eh75itHEtXrJ1!14U*1ype-r{YDp#ha z1dGH91z+Jd8HrYla(tdUCpp`O)y|$^tuJPNaV+EeqldX&R%hEIwSs3CaMvI2__z0n z1PjHgQ1{6%GKb#$>B??dn{jA6<7~J`aHyc!oJz?#Mhs$ZNxb}{he%MPD^8BfDdRbn*_4Ll6 z2%yxx-A4!N{+}IaCkfGxS}o&*AFdi6tX*I`&CfU5oz4XF1Vn4mHU7R7eiB@S673B% zEhin<=q_eVU6*%2pGE}0J-UXAeSU{??1d8afogKpb1g(m*{Ew5CrbzUxyvrI->iRQ z6n}!huuen?IfyW9Imfxc7;r3NKu|R`y-@I>#oMQ;Xj0l{VNl&FWA8U7j_Hv z{C^_%`@a?$b_%@P&{woRw6nAG!*c_&akU7V zA+V%WM$7UcM{7d}qQaegJ-4fNP1`nvPUd^#Gbnf`D_-!$FVVR&KF|-d_pQF9R4jyU z95+k2mw6(y1yIpgC&jfHn_fwXVn`;PzIaGT{ZD41?vR&bkXnlM-U%~kaH3k-i43`A z|3wn()ph7nPK-&6N@m4hH(mY+Xi)$416)Ex)-U1P7<^ui#o~FivCSR2P#dX*;KEsO znqyE-5&n1t|I=0?+hum|_dT)mSFQg~$FWngIMM;kzYzz&`dCVm;DwOwIfcp64A+Azu=|jjU8avqK+oCo zdt>n!bF6RjFQ%I1a_qhYH);}PS~TDTz66a>7d&}JFq$n^t_%nc{PiQ;+3&vmS2Jib zu6lgD;34L*RfEh0!(VOa>Fr1S$9#t_8wyrGsadI06p_SMNNJy(4%$Y!$nJpt$zG({ z^=sUr@Jxu?K3eX?$j4z?wj!>w{^TFLZROF)*qMhcWl1VKvCo;hanp0!7oXpkhJr`< zy?)7q?(zt!z5K3}1*gJgQpMyNncW@?lKLM}MFX}yA?RBtt6)|1r`FS@Pc-tw6%XM$ z(r^L%r|pl%uZ#Ul4}!p8F!##AtzSAW{T~t$pQdtyE75;SQ2cbV_`(#A(S^fYDJa`X>0iJlara#MgPDJu{!g*khkwX#t8dc-6$eA z*hmlQJ@6=A(0Avqi~27exl8}o7UJaS$7aGB>(3Q-f;PxZc{BZMqp%(-I>Ry6Jmh|` z=?Cmw4>NF`h)EV`B_^j=MQVB4R)0lS3SVdAY>U**xsA(Cv_JZ}rvuA$v{hB9Aj`#F zZ`y!Fqk#80y)G$<`T{)2Yj~Gq{|`LS+v~3n_#pH9fZ1GUj{s10oQ4BftT*tPJ5^6! zirU^s5>iiQi$~K13P$sK+9YrPI-pGId%)g}jNH^e-c2zt<;jct&6H2#)}eqg8eTA2 z{AC5oDqgDAc{EGdu9hVONGyJY3DAFf46#luxMk88DN=hrWb=dNpt^rKA;5t9I zM;k^~_id`X8B0;0a%<12J*%Y58*`D{lclE=k zhdL(Cqyj3*#h-6y6rqNmMH?3hm!}ypv=;#1R-}-8^q`L3u;;mqK+H46lW%V+@l-u^ zxYe5mb{>`Kx69V1-QWFC<;u1TDcM}D&2+ryaKIar!9hy2jz`hAlQ6C7O+!@#bZ=Vq zJ7kzAJsWe#mPgOv`mK;Asm}JX5dmdCgj&Sp5#48R!dZk(sbE_ zFWKsWsuzor#R&ntz_zC8QSo48TCZ?GyN8O!O_B6=o(!Om?nyf%V^7G4NEvJ4Zsko1 z8tqy4B&x;hBF8qh$nEEE4)mm!f8dSGVAkFN-7}xi0yS#`lQ+uZoPNy5ednxA-Cw*| zn7r2HiYMGopjN635~8*irxD=wp%)iuRpc(k`IsSijH+joS(_y{YSy|8AepKKw7OPw z%(Hl<^ZOgw0vFXsMo>;TB*cH*#8@;2Z1E|(a8A2oToY*_%UU+1Q8##=HAw#cE`mCt zQ4UO-wa_F^N|a=O&)zX@2iCoR6m0>yUz{&f#_WF~%%tQ-p>gY=~w0v)UTtbI%XG`~5=wLfiAbo9@6M zGJ-np3Afe`X_X#uto}6#9Fu9UsuzyU%*1X9TVjMW{ago-WNSZKE9amXB%u5A*{p`MwIp^js^< zj_h;uThnu4n)8^cMQe%1@z%W~(DYQUu$Z}=_mnLq<19CUoD{d7;C#RlHGDviG#~dR_ro>cDJte zDdCDpPBrY=d^km?-^Y@F=6~6aJ;^C|yTBs$)}lVL@GDF`A`la|DIGOtJCY})?w7*xZKY4|1j3aRj?jyjItB6M zjT1%L7H-=CM_-tMg<_+jU{P8Pf*=d>h@&o^#x4}2GM`3gZ~*vV8nnJMiAW<6gyyeNAsS1;PJuS(??5IAs7Be=+l9MTB=N4dI=+?z`W(opZ%m5F08olk$ zps1TtH_FVf)Pqw<8A=%zSH|l`wM%roEoHtDoN})hg;p|8Y}j`kYM%Qzp4;`U-bNic z;%&adK>Xo+t9Gj)DOp3mhaf%o*1N}hmI%}|H^lXpvK35wF3yFGmc`$E!>;@+vjCM3 zAXO%CL&FEnXKs8R&VY-AfUED<+Ld*RP6B9pi_bZI{m$T{spe=yciT9_~+setSzsRUll<9naTZ zw0&;j>rX$1vqjmHceR{JYVwq#hh0cpM~+dpwwHy`?fGimucrgXeP1WFA+Tk)X+Xocgqx2q9m+G~=>>R?&;4?<1%06nxo(rd$G}FMl{QBN zeEC2Y*wX>8Z5m%;nyZXRV(K>i(&$7{ny~#>6u?uK*?fq-CC0CEq8mz?(+a?+|CNMt z&Uz`EyE*w?e$(5cy5nS&4cYDoZT}bz;~#pULTvyM0KXuU=g2lv`Ws27 zOlj@+cmS`0sJIcVzu$Vd3dG>%@ROS*iK=)}#zljBPTk7ycjz{sOkb{3qjcRHONH%s ztJcp?B6pwg%Wt>_yZvTCxm(X0GX-E2$3$o>Z!CdE)__*7^5I5$x~+4?~uWP4wj^f2c@VaEMb z+56J6=ePy$m;fZG{3Ypt0MWyRNyk;bRJ>Kq zBJ~o=UmRyn0uJ-Pf{SR&8-oczBfx@W1j095WBr1xX~R->=%_AN?=2{q-m_p`0J;IDJ~gHrL4R1=x#F1Gznj%INX4CCy3H0^PNrf3Im=;>!Av+_Wn6 zuhc7fhm(j8fJOi;7@Oa?DFB(sPv{7VQyog(eg~vm8l8VEybUQ;0RV}@@zXMT7g6T?5KEnved30fBUM-CYk^AaaPRm6?^)DwK6_ z9Ruy%Nq2bxJO*HkH`c-MC^z_A87H|ux#Rx8)G51Z{uy=QPkSf6Oad!cfuyQpwdez9 z1hDKmz~F0d!C`Lv!vDRvi~`4*(-b|GPk`h|8-P+J^NkH1*EKEQIaz9rvN4Xy+50~i zL_Vd4%?@x(9&MHqSGHKHNgV2m2>>nfUM5Z{>Zls$>nW)LV%TiO zBC#i41?MJeL0F>LZ3EE zLG-LO%jr=PjYg+lPS)Q!W2W!VC=rpF$R|JjF!@m6L|e8NEB^V6x(IM@wSU}O=%It^ zGY1}E%!iVtp*pUKg{TlUi$pC`3m{$rdH?^_-naiV-T(i0UEWu&>*|uLcUK9avy?+c z$jmAoot6=mV<9;cMw?AtD(@mHhb6I!(I^sgm^MX`N@5tBZAm%oNOoYuzR#)N@Avij ze7>JQ;B$NX$!&Y>_1g3KxSt-6?e<#0uU2`DJ8<#;z23l_9H_ggM}P&XuwFmY4#zpJ zCCzWus3F}DdE~;fk7*XPc7QscN)W@pA_Lgl;xEIW+PM5yQ`%j@%l)bnz5^*290a6X zm3MMVP(Qg}{5|c3bJL7EuQGh5o zaEgWcx>uvFo!Y*q&)x?^S&{iUkTjo$^ao;Qp8l7%L0=V%?zF~HZxFUR9v`**>ij2O zI^W_h30$ELmuTI7@mkGfd-_7zs1vV9xCT}Hba|;(&JEiN;*!>hHs@RwJvTI*Kf6cO z%)sGzBE%pP-t*)5xrf!dR<2uOJ&pWQtBTx{8~@c4fC7WgA$W!Qy-pB*EDuSLzlZ)4 z%Ew>EnT~BF#OeY+B%ZefEFX-ze$NInZ2ci($XVC!oh`7nJFWY!jqh|EHTGa;`qISG z9_z?@L6~OEcq=fnufkn$)TzVS zY~yz`12(p|?A0`Pt*PY2lq*v#>lCYjWgHbnpnA1`z--TRMTbw*s43K_o-dtlJ_ zmkP{W`}X@8mV@ZSs*mP_?a?KciJ&q z_ggPs13hRZeyK_8cP(pzs$x*})$yca`rite{XSb{%pN_bv}43EjhI9?jPzcsD(xrj znVyHNR#I2q(1Q#cYK71qw7>edhVk9zJ`UYFSK?Qz76HTzvqk@v_P@7_0ih9r_o%*SfZtoBr@CyS>{M?B*N00aJ~E^8pCu7t4PG!j%hz%j2-0E5K@e2^SX|Ck)tC zXFl4Iv-tVcmT;oC&Bo-_tr>_pfd^=uZOZH8yXo!=9C^3@q37;`B!)AfreIBvb+J1h z=$@*zBW~mum4K}n5(M!yYZdyQG;?pi;YJDTO$2qL*zU0+mqp( z3C};2!|1AuusxN<%MJ+*(hg0|!r1ZzTXMyZ_V^PQwC#K7Jh6=TW5D)36^~c`yZ{fW zMa`xKc&OS$zD+L^h=<+dtImk{!}gi^#z0fu>e~l%8XkhqRi1f1 z!GAP51qru&);;x40l3q;VSE=6oUcdTz)BBY2$<^Ei=IPopNsbK{h-y(Bj(2txI&$wYY^nXbCQbM7zti%@X$YV<>cT^ zw}SmiB^5#5A@4mLeco#^T*{P(Pgmu`j4mF_`()1AjLa(w(nYOCY?%*#`4NAh>X6Q< z&&mT;N#WXQ7TY|0mzMzSIPV1+&S#>ZU9PhVxMQz*mqnj4@YL^(PB}03KSVO9Rfo6C z|KhmXc*T{Y#yAp|e0a5SPT;8(<;0`FBbSd>b*SE{lMB6hGuX{awcM&)otO6r_wATh zS;ZgyCNm3;%}r%);FW1VsE9GZ;rq3e-tUrP43~+Wl7m<+jY6c%ur7 zmsX{zpE#wjTXM=b^y9Y3S^y`$cYW@&ZN2)(TAgpbPDOt7Cnou8ziIoS>bKbd38tjV z=DE-6y<3!Z%XLe?TqpqMul%$1rYNr6IVln$aUH8Vx5a>{JkiRy_@V01wNqK{b~Ve@ z9Y4b&PaOm&GF+PbI(2R9m#Uk`UOac3gdYP3EW13tx;RvWt{en`zuhJL`WDT%0ounw zM^bYY$jG()*^)ITq3hR?_N^e)*e(vuIj}S|#OT7S-OtusDnYKhnQL8qPs2JR zRxh6yRz0sICC84u<&)^_unxQG(LvE@;jSi$SMcdhJ`~Lf!^a!c(wd&8u(KK7M9-3J z8<+J3zaW^rZY;~0GiwwF>zbmNkQ(~fcm%h++!%y3s7%Px%I>A)D)l4rz%fu%wTZ(|>jrYMLoVtS%d1 zhv}Df=YE>SPG6xbQzzbk7HL#AO)MEYh?QQL$ip?6&MFKVRu}U8GMR9+&Gl|Z%o#qb zI>9v*Z8`i5-qOdu9%BF57pD{F%F^6LAmQz56KZh?X7C&93Etfvb%d_5ghI%c@9EBP zh=9FyYNAnlHgXho*dMjku?4@y8N}TXIJ$%gmLz;g?tbPQoiIhWyYG40#!^5r8ZI3Y zx*eS2K@Sj_*73?Q(RQmwPVhlYpOdRFFB>7Uir?Bmec!WZHJ^MukgRXjUuQn|X=hJB z`WVWasu?(IQ6>vYN7T^~{5*@#!m5Z$W0^6v?!>&`U*bq)x)@XsRKnacj|hJcLp7Fmg;L4Mc1g2EnJ>E1 znhO%xPb{1A^uy+=hvuS`)QJF@&o6bDHwl;PsPktNXGXDxv;DBSmlJm}b6HI**b4l- zwf8hRN`o^uLci<@Q-)5zsH8w_f?`9He=Xa*1jsuZ?D>kK`{KC zM2@&i& zxJrTiu#-a{4k6pX(P-NnnIr0CyvUvcYlQU4#10-)1BK2Zf>eHIv%%~r=Vt?~xG$Qn zOSKyu?1)5tYH89JVm@?D+=Ng~2G2R(nWp&tto-C@ryV)39<>A}_enNS`n=UwTUb97 zFoc6m@2(g3;#%lQy<1y8)4i8gQUUj_;@CRA@yy|&lqTuq#EojRrJQ*Uvkcv7_j(aU zmI^!f5m7&zk#NZ%u|qI)w9c**ANGqShvnUQdi6v6MtfFuW!v*m>iyE^U9&ZjDLrn| zxOS=V2ZHdj9N~6CAqkEZ#bP$oGd~^?by%E$G*eB4s*VxI49Q{RUG)#{G`<9(>mJzNFfOBC~Z+nseR_f zsi7Ma6D{NOp32$h(IWVK^#rCeIX1CFro>HL@4QVCU|w2X@@zVbReH<_D=?qz1D-MmheOb6XYzoRc zQKfhhUFT##Q$)+%dK2;wwG6Rwr?oKcMn^G*y6q)RsjSTyp~%r??%36`{c2u%H4;s~ zjm9H10hDyMGq9Uoj)0i=4?9n#V9X;DlkDc+QOAKoMz~ixq-|#vM%H)UoVS3Ct>R-Jr=pYP6y$r|9ax=STHsLw7nnO_Y()sNtK1wL zIyQO8AYUY4Bi{!*=mw!}U&&p$^Yz}a3*J{>C)3spcq_(4!@~FtbWIB@+!8eUX$bal zREb7rCokc-o@CW}vOZ3vrVYCW09Di@ApL=UOD+6(hT7ETb+6P|awG2)sWvmbMN2e&s`G?APo=f(^rXdL+?0u#*jD)@>Q_#zOgDoiB=5YaNS;b)4z8G!OtdD< z4^NPzfMk9dbR2pLTh~sxe-xQA!oF_#P~g#n2`z7%imqlR7I|q4f#Wa^8yr&f@9!+t zSPa(VCt1}dXC(G^$e$9&73~&VWVJP}@~6FxS7M;2;dPUt*i&`)g>E^RZ4r;t0H2KG zbkP>l`E)$8TfO_**pjz#t-M^3kt1bO$F0J4>&G5^yX}J}v^Ft2cOLPDwW(E1wP+ku z

JHk}Gnxa=+Z>N?mzc&v@zU)j%q$aoR#Qmye7JE;Gcs^}#GVa8 z(Wh@otp>Sz9a>#bknN2(ioYLB_Q{eicPG{n3TsKS(i)^coiDyxI`G;fb2(OD8rSG& zvyjrNG1PRmmd@l4=0huRQJPj*ep9MUS!s5$TFXy| zI&#$PXDjSWTxzv}{My8Gg>qZcr?gH@znNz9p-!xfJwa~7WLzO6DGJOo5Aeld*&rIQeLKj zqW4pKydL46Z%)jI(V3pe0f~k6?Mgv4p+>s@iPjl2_fW;!((nX@&t1#>PmTJdhF%F3 z*K;>5JhP#WSH6?bvt5m{Y{#Qg-odEsic&%3ajwE)T!8!`zR`>OPM=N3-RWjj#v)Bu z^P56Gh)SBq1Wu4@_WzLCwkybcr$}GL>~#-zRjaTUSj<{ld`33Pi!nn@`(Ira#TVWfHm{ngL!(h4{W++=n-f7e)N!%V}KnoOy2Tz zw2-5rd70UqFgWKk#EblSXvCAH?~Am&2v7Pz8B$Y1?B)j@n|as?lc5T)ip!c!BIuCN ziULhiHpwLu9}JaI)9!;K1sv(4q4IaIl|n^BvOasZ7TxSOIKzmhFX3OI#p)lfEZQU} zdc^#2274A5QWp6*-fAZXmUrN@-5pB@yrC@e)J|A!B|!tc*|H~^B^t;sMfc@PkpY>l zZ2Tn6MZTN73=>7n-^HeB`w1mL;LNqv`>wJKFQffRGS3>gB$vq}mxovnD!Tdi%|L>e zg)$%f%Z|b8QFevfd`gfg7z1pP^E%0tfq!)Q#%&Hrn=e$djVrU2IwQlBx7k zj8XYpAyU8~O(^XY4bkJ5)2NFA+uWC&WSawCq`qSBK^qckJxlO+XCg=As0mR9t1J^<#}*nfSHmR4+9DpAE=a;0vGu zK|~#bo(uy~Bj&CGpwRD_Z{y$f=cn5C)<+xJ%63`lE9Jdrms1U>I@C`yol8eMD?0pU zk`kw1FCS`-Z89EA#74|B0%E*8`$qP68WOPbe)fQ`Lq%t9%n=*R!2&jL4;A)P0wMm8 zbq!b>^SKP~c3GSV!Lbj0zrVI^kSXcC4J28O;(8W@Eqj1^oPheN=Sm+_@FN#l*Mqsv z+rD&DP$;-Na>Na9&VD;dkK522s(9BB__F0BeQ7=`le|AAnC)*q*;kFmF7psOF{b1{ z=7k`9>*kr%TyU$5Uk zxUH)f!KntFl}@faoVX{<;E*7OC^8|CigNUvA!R#iJ%d+Ihx9Ylcd)7`o~1QXU!;0t zQIFIfDCbmlaCLA_6($P2T<^Cys6SUyGa$=FaL4Yc8IdrBwsK|F5IdJ~B208xgZx04 zn!STG{9-&J%e%9*K#A0=k;;2=%g8?d(j|E#<>b&Xyb*yU8X(#GS|pBWXf+OG`I|+} zE$WrN7H8RT1og#M(e(@3n(0K5S2z;Y8b?M?>X0Al8_wFM2jp{v$oV$VK}zbw@n*x% z3O93TTYWmUK6b%G()Y0dl#HYvtFQO3re)mFyZsrl_ zGRNRABdX4vSG!y7RT2-0>i(s0Bo-sda;^|?QKfB*9ZUs92~}79N`E2tt2fM%L+r9QIG`5^lO0Ov6iY(Mj_TyWFjeY`K9n zcO5hgU;4|dJ&hWubzl`s9WZN1&k-D;Ww4xZ^@xLnT9Khd=}J)5j@Wr!2Xx%3cW)ho z$`5Sh*>o|FGG#c_MheSxo8pqw)KMQ&k1V^Ju{}@E4w8P82X>Pa->IhLUCA)hc_^9} z*9c0~whfMUOova7GtkKnpmL{6J#9NYYEgG4rnY57U{Q5boQjl4JEm2&STd=tUVASI zUKzL3kEL?Q)K)eWtrZk*P!RK>^dzzK7HSVcH9xo^*q#Z!_YgDZ4;C~YfDT3*1t`K* z^>q=b5e+y0WsJaCeN%2H960?7Oc?^d69242Sle&>Ma&Di!%!cC02Io*0?64y#roIK z1t(KgEM2IW3`frR0=?z{&B9^?cRO#R$gfRr8!4RA2JdkLZ0EFic0L0 z_OC31asO2>=s{06DyY}2g|TD+LGN;frx3xOx49{<5NeS8+j>5b*Ee|(Fae=OhpL<( zfj1%aphN5t%!Lt&EgFelag&E$7?Ip7-D3rNFUtjxbwn=W?>-cP|7W$rDi3LpUje8Z z#ow`}IN#*W)TlPL&(4pVhid#Q(*kxtl8~!{!ePZ=GE!>Nen7?xa1!a`c#u~qz83XE zA1_6&Ty@%zE+41#Hiqr(iHAW%v-$T46>UL^ByDvm_|;I~@lY%Z7l{R06%rt-pu9ma zziG+;k6*Gf}`C|;%TyM~GPS75ctO6NF8broH?sPRmEq)}s5Br5b zAUJxcLS!=htTN?t;bPY8?*Exx|D|4_N1wI3?Mk0(mCX@+4@cE4d5c|3OFHTqAutC( zaXOvaxwI%GUE;V1TJ}Xpp#Zxs@`yBLJNS z)0-wFQQQ%98#3-eLMG(Nz=dHx|8e!cv)|UGs^(1LVuIcE@tj&2MYX9x2Rk$Ff08c< zM=r{q`-@6J5h8*HKxGFQlgYw)Qse)Xe9m`>m^$L4I%%OQ)`D^n^{Q#i4FL*Q#!STM zxiGw$#EBpb(YiC&Y)R5A5waP<4o2}#B`wAz(9RRsaIc%!grmw^?1eqDK@5CD;`h-g ze4QX_x?%h{Zq|y=l>ICV65qd2wLhf|pV+Lm^j!gDH2LE*eP4M=Fn0?0`|{odiU}*J zHrUMp<2KH-wy@b67!JlrDjV0`5%Hil?CwmVFvawVPp0medOm`i@8Ac+#PtM%+Z+tv zjYIJ)ItZ5ij9^D2383a7)g~~Zn5lhVFlTtx;56~u7MRJ4QBzG3^;Yl~F)m~?*!Xd| zk!)kB7}!FdPP7cI?9eStR zB^yDq*i!og^Ln_%`s8TCC(sTH&`x^9J{2_I3|E@!rv%^GwY(5RBSg2nOhYTZu$xSD z`hD<8U)m?ew5VetOVm@}A=xf^d4t0j@ywWTRq~s>cqJv5twEki>O74i2o{Xdr@AQY z;PFs&eCq}LWdi#;s#&GAb-WA&6CMi;@SKz{-BMf&(%c979(#C7Bz7;X3h>M4iJHIq z-m@6$sw5HKWP93YX9l*a-gU_){{M6N!l+>quaPd*nLqTx{ z_jG4T`W!hNx!Q)p+flnde4Jj))o!Y#$L40L3wr=>Lb!Tqh$fgMX{ZSf2`LO1*` zZQHn$0*?qgOqIdNV#)FaXSs!Lq@Hkd&@+FpyOxF`+ldd1qXvYI?`mLqky=OU8VN#i zw3fP@Jc7Fg#l0ch2Q`D@J2z1eh$$t$F2tzQviPp2;Yh#(lLoLA zeZDU({dI4un0`*b&C-u0yET3(8y)XJjM{?1U>QpQOiCyTwY#H*vkepcV4p9^Z~QsQ zJ8$IGobl%iYtQ)CZOw!(oBzT+%2}o;znTK^IF(w_JTqn1u3sWKQ{SKtjR?zwS7@-?W>iK{6j zN^TVpi$|E1(!WXfA(-VLP1y9`@r=Ym>EJVyaDm}E!~0$KRqXZu^Zx<++tVWe literal 0 HcmV?d00001