From b89d57ae8d78e257ec7b213c262bc2a413feac13 Mon Sep 17 00:00:00 2001 From: Rachel Hu Date: Thu, 4 Apr 2024 20:39:20 -0700 Subject: [PATCH] add prompt to extract example --- ...xtract_table_from_image_to_markdown.ipynb} | 5 +- ...pt_to_extract_table_from_pdf_to_json.ipynb | 280 ++++++++++++++++++ examples/sample_data/test1.pdf | Bin 0 -> 93084 bytes examples/test_information_extraction.ipynb | 95 ------ 4 files changed, 282 insertions(+), 98 deletions(-) rename examples/{test_document_extraction.ipynb => extract_table_from_image_to_markdown.ipynb} (99%) create mode 100644 examples/prompt_to_extract_table_from_pdf_to_json.ipynb create mode 100644 examples/sample_data/test1.pdf delete mode 100644 examples/test_information_extraction.ipynb diff --git a/examples/test_document_extraction.ipynb b/examples/extract_table_from_image_to_markdown.ipynb similarity index 99% rename from examples/test_document_extraction.ipynb rename to examples/extract_table_from_image_to_markdown.ipynb index ba4b513..0e35e3d 100644 --- a/examples/test_document_extraction.ipynb +++ b/examples/extract_table_from_image_to_markdown.ipynb @@ -4,9 +4,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Extract data from PDF Document into Markdown\n", + "# Extract a Table from an Image into Markdown Format\n", "\n", - "Below it's simple example of using OpenParser to accurately extract a table from an image into markdown format.\n", + "Below it's a simple example of using OpenParser to accurately extract a table from an image into markdown format.\n", "\n", "### 1. Load the libraries\n", "\n", @@ -58,7 +58,6 @@ "metadata": {}, "outputs": [], "source": [ - "from dotenv import load_dotenv\n", "load_dotenv(override=True)\n", "example_apikey = os.getenv(\"CAMBIO_API_KEY\")\n" ] diff --git a/examples/prompt_to_extract_table_from_pdf_to_json.ipynb b/examples/prompt_to_extract_table_from_pdf_to_json.ipynb new file mode 100644 index 0000000..a0e3ef5 --- /dev/null +++ b/examples/prompt_to_extract_table_from_pdf_to_json.ipynb @@ -0,0 +1,280 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Prompt to Extract Key-values into JSON from W2 (PDF)\n", + "\n", + "Below it's an example of using OpenParser to extract key-values from a W2 PDF into JSON format. (Note: the model is still in beta and is NOT robust enough to generate the same output. Please bear with it!)\n", + "\n", + "### 1. Load the libraries\n", + "\n", + "If you have install `open_parser`, uncomment the below line." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# !pip3 install python-dotenv\n", + "# !pip3 install --upgrade open_parser" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/mb/7wp0k3g17jd11kk9xlv5mh3m0000gn/T/ipykernel_67864/3281231558.py:2: DeprecationWarning: \n", + "Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),\n", + "(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)\n", + "but was not found to be installed on your system.\n", + "If this would cause problems for you,\n", + "please provide us feedback at https://github.com/pandas-dev/pandas/issues/54466\n", + " \n", + " import pandas as pd\n" + ] + } + ], + "source": [ + "import os\n", + "import pandas as pd\n", + "\n", + "from dotenv import load_dotenv\n", + "from open_parser import OpenParser\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2. Set up your OpenParser API key\n", + "\n", + "To set up your `CAMBIO_API_KEY` API key, you will:\n", + "\n", + "1. create a `.env` file in your root folder;\n", + "2. add the following one line to your `.env file:\n", + " ```\n", + " CAMBIO_API_KEY=17b************************\n", + " ```\n", + "\n", + "Then run the below line to load your API key." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "load_dotenv(override=True)\n", + "example_apikey = os.getenv(\"CAMBIO_API_KEY\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3. Load sample data and Run OpenParser\n", + "\n", + "OpenParser supports both image and PDF. First let's load a sample data to test OpenParser's capabilities.\n", + "\n", + "Now we can run OpenParser on our sample data and then display it in the Markdown format." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Upload response: 204\n", + "Extraction success.\n" + ] + } + ], + "source": [ + "example_local_file = \"./sample_data/test1.pdf\"\n", + "example_prompt = \"Return table in a JSON format with each box's key and value.\"\n", + "\n", + "op = OpenParser(example_apikey)\n", + "qa_result = op.parse(example_local_file, example_prompt)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'result': [{\"Employee's social security number\": '758-58-5787'},\n", + " {'Employer identification number (EIN)': '78-8778788'},\n", + " {\"Employer's name, address, and ZIP code\": 'DesignNext\\nKatham Dorbosto, Kashiani, Gopalganj\\nGopalganj, AK 8133'},\n", + " {'Control number': '9'},\n", + " {\"Employee's first name and initial\": 'Jesan'},\n", + " {'Last name': 'Rahaman'},\n", + " {\"State, Employer's state ID number\": 'AL,877878878'},\n", + " {'State wages, tips, etc.': '80000.00'},\n", + " {'Federal income tax withheld': '3835.00'}],\n", + " 'log': {'instruction': \"Return table in a JSON format with each box's key and value.\",\n", + " 'source': '',\n", + " 'usage': {'input_tokens': 1750, 'output_tokens': 232}},\n", + " 'page_num': 0}]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "qa_result" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Value
Employee's social security number758-58-5787
Employer identification number (EIN)78-8778788
Employer's name, address, and ZIP codeDesignNext\\nKatham Dorbosto, Kashiani, Gopalga...
Control number9
Employee's first name and initialJesan
Last nameRahaman
State, Employer's state ID numberAL,877878878
State wages, tips, etc.80000.00
Federal income tax withheld3835.00
\n", + "
" + ], + "text/plain": [ + " Value\n", + "Employee's social security number 758-58-5787\n", + "Employer identification number (EIN) 78-8778788\n", + "Employer's name, address, and ZIP code DesignNext\\nKatham Dorbosto, Kashiani, Gopalga...\n", + "Control number 9\n", + "Employee's first name and initial Jesan\n", + "Last name Rahaman\n", + "State, Employer's state ID number AL,877878878\n", + "State wages, tips, etc. 80000.00\n", + "Federal income tax withheld 3835.00" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = qa_result[0]['result']\n", + "keys = [list(item.keys())[0] for item in data]\n", + "values = [list(item.values())[0] for item in data]\n", + "\n", + "# Create a DataFrame\n", + "df = pd.DataFrame(values, index=keys, columns=['Value'])\n", + "\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## End of the notebook\n", + "\n", + "Check more [case studies](https://www.cambioml.com/blog) of CambioML!\n", + "\n", + "\n", + " \n", + "" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "open-parser", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/sample_data/test1.pdf b/examples/sample_data/test1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..d08fa129c4f3e72fb8b3faaada921290cb008f2b GIT binary patch literal 93084 zcmeFZ1yq&W7cctJ9U|Qb3W9VijkI)kcXzW9q#Fd3RvH8)Hz6$`AdR4Om&B$weLpn8bq_aBa}NzSOG`Cp zXAfG=yY6c2il%P%a!yvxAdS0IOAA`CnWcybyP~CssRc-omW%s$LoHiNZ%a27H%lu^ zH%lk;y8(Fa9*BtGU|Kp^{AT2C$bWJ4n-g|PXHO?^Kz0RN3wM3m-{cHw|Jm>E)_>Cv z6ayT{<4-x%EZv#Nh7gULb zt*L~wk3QIygO-nzi8oIPE@fqvWM_XWE;yM~*ole^2E zMCQKilIrZwExl~bE!AWsK)M>HX6|5BcVY0E+wE z(%jj?lKq9HleLEpEf*KhT_<-BH%n7T9890AibTbjPBHB8eWW9r`Fyq=50M=U%;gTP zZYgow?ob~lHUH}Ey<4>LZD#+2T0!i-RmDSw$U}vnCIYc(TSB4n#Fpy$+Pt}$pGC<{ zvkDvJ-=#XSauSp07|TCtWqDjrV^cs%qV`-JNr_PAF?I|O_E%;{^F-We0e7>}CyW!K zv-qAQVKO`^W>b=ogk^<0OmG z5(!mAi>+PP&O7Ly(9M39Qg8Tmb2Q%Z2a#I-jNJYv`NZslXD6uDZd!i7arc+7e?jmL z5r1jww*l_J!mjRV=5gmC8X&fR-&Hbov;+afE@A3!`MZUL*nquX=Ca}%gqJ)+u!HfwiX^X zpr8Eqw11lOuHS#dPS+nS3zSvy$La)-6q^73(lp6>I<1t%Za@J=Z0KU(r|aIowA*^7&p z1B9fdqZZiZcN>Y{&}Zf4;Gn%50E{5uA8=UE1MWzGxU}Q~F?gqwe+ql&i~kb#KhDZ7 zp~$Y}?B;0dz;13z%lXevcW(PX>?A4v?@o6v{jW}cI{kml|J(IJqk?7uU00C(Pf2VAr(0dH5EA}B`pIRBkhAH^puoL{Ewe-aPsi*&@c)L3vdas zar1E95kbJfz`(}BCdI)a<)Wjc-BhzDM9$r3v0l}xBb4$y}%E_y1XliNe z=<1nUSXx=z*xI>!czSvJ`1*yu3JZ^jjEYW9d7YY;{^o7Q`}~5!qT-U$vg(@Jx_W3s zV^e3>m+qe4uYLVv;}hQ}r+)mLURqvRU0dJS+}b`kJUTu(J%gWL+{uLiApIfMewo7l zb%MBI&JiBB0J1$aEko*qHoooA0A+MBa|Z@;5bwg2;L0s<&S>=T7Wia1d=p~_9OmK% z5QG}QhSJOBmK~)TTk7Jy;#6hT`f(9N^(JnC@Syrz;N3^{TcFL}C=7NB+{jIZ-vT>i z&bPq($;O4K9F{iN<#dN>N#^66N&lB`%vo3-@fB?dy9I5B^iHUtiQWR(*N(SY<@^*1BGS{}+GYLn z6!l$^-b_)ZzuztJQ>ABAsEV{c-u>s0e+JO`Z}w!axKE(hIDWa;mwG=x9}t(Dm+R`x z!GrZ@4CEXR=Y%*DSS>=X--|r@?r55}%~DnRlXW7E?+lTb z#>P92{84|b>m#%NMXIiN=1iabFKN?p6D&L={91!T#->(=hmp%xGU%lZ&dkLOyIm$G zNn&K8e^a&jw={;m38u#CmSOT(P_oA4WUb1w#e#?cW%t37GGJP_5#)t|YS2{%CE}1`| zTp3_ocTW_YiEqrq7X90zwU91ReaOgE=`FBOR}pn3$ zUr%Ro_pwNA%;rC*t5a`tor7|&h8b2DN$(YB8AWtIjZN%5z4pQpVr@*G_j#|Yb$+#V zA0VQDmAt*T;{7&Npc^o|1^&Tr{y&WEWG}+gQuC=HoJ!*1#QWBk*seN-4|3T1_gH=e zBqjRacoMfgypn(^mkX(NI~FRlPPj@@nC`7%V=%h}n=Bsp3JzEx(f@6o{gN~pvlI96kIw(FJ)|wPc zk9d!Q6^Gzr=y(g@ehd8fk%OJX-1J>Y#@w{v7w2`Ft6jAsV!<10g`xlg^x?hy3-e;V zzV9b-25{ZMz2c3ExzriT_B`nkWpWmry!(k?l2V3Wc;sQ`{&(r?Yv(-v&N^oE!PCdt zL26c&N;g)v$|>&W>jrgdNoMS%-Zuyv8Q)=E6(4>*ecf|$!3Txb$9<<0(=r?8+JB-! zNhBp?a(_HNkJ6zHaLkWdxFM)`v8(2~_R($>uDs-krw4Z~+$K-UL>ZhdGCcgsH5jFX zH-cbP=y?lJ*FdKDZZtas2ycO8<@`XaTVQlpjH2z&zz;d=y9LPq5%zC*M@PjdH~ta) zAw3EIi2S!eoQH=Bn&3YtfZT)pe?))L6+3 zI~=S}cSA#tv$YHb10J1C;p@k|?Jl7EToOe~fQ2}Rhl#OVJ0l7ArJC@n?#S=7Wd4=PbLJtxPIc1Fy`eZ(SN@Kq4amL5%{PVHAa z`Sny3EBnKi@s0YBi?N+=Gs(JI4>e8N*~sECX1@grSnyesO7gHm_N`W|nZ=oY$qALbGw*Y3{qj3*-^7809RN<>-i97#$jWO z#}+ht>Qk%R+RyE}_N`*|7HA1ShmhNj22tS%*gfRoG}AYmy?z%^J)a3R7x`JK#U7S% zTxGyIH=hwZ?Wb3qsBhk+R2|n>r>R<>sOe|j;-tJd=cFGatZ6!;buqtfI~d(F;7FUy zNv&JIXH7b^+;Y&X2aG}Rd=MFuR-vP#52CD-GBgqBorwB|F6cCTon0 z<_%|6xCHlxAk3w$Aio?g`9Nj9G}+>A?rU$#mq2d3#i28VDfIY$&(6;{jeE6wy>-S- zFzWZLCsC}pZ=64R=0ZOt7rCR)L=F%>)Td1p6WE;$X2_UYs(l)sYIz#SEc0DA?fbH) zg`04fdCFmedavGCHLUj~FE`Vt>aogitktT>AR6v&I$_F1)X*YXbABD%(EuIU9M z1$vgYi_9>~euBpNchv}sNmDJNU9H$tLKMj9X7gae4S5J zp9s^)OrBZS0mlC(Hm={EL!_GWUial}s!&kfI&_NW{z>NB_fH4oUfH`jR@u2=VLMHC zD7fal3hh`4)n*eR+jK7dxkY{p#PG(YDaY zwZFGuM}gMkPZ!Tp_;PhBoix-<_6$7g9X=u+iRCsM(3LhT&y@7~nc_ z5smEs&js&)6Z3qIoA$eNQFK|?OCBZ<$|BE^Zm1|Lek=HNC0m)>WlZI9xn*8I^`W(W z$MrPw&1c;+D(#az++}4%A4791L)5`Hh+?#{xfSjZE0|s{_88o2T7a5|ixc_HT(S)3 zB7`9Fybo|9+Jp^I9z3af`q>GIh2DZg7@archI(vTkp7Yh^9;|!tNHPfu6)fZb%U93 z2~tvmBFy39Z7-12jd@>U#g48P$+7=#hT=SjV^Up=3Mh@3)*R9xd zUnB0w?Y|rjVy+uXSh^HIRQfbskis3h@dherz=tcNX(aOk6IcuT_)<+UXG1KSHo1?S z|8=(o25oHOEN-FP4);`Ocr7(b{8E}BA~ICxTev#~fcirgnUXSB7*+II@?(tnXfc;E zw*RZb%m8h?Uh zwyQ{Jv4L)vJrCPKXLrh3B?SY%oWtrWH&V)wqA5H@sqRzlc+eo3GQUn0`%y}AWh5Ts zWm!H9^#5q4JVfxob#FI5d|KTR^JL!*j^z_e)O{WQPP?b-kYs#*4TG4wXLh-vTBBkZa<)Q6jVw)W(JX z`tAsld}s%dP>7&S+J03!p@O2HEi%2gJn5T1_wYlJPP{UY>V>pI2We1TmT^3G$YzW`yy09hlGr$WFRh-E;V2WR39#A!S=y(@}NC$3Dfe zd|L)#nq*sz(b2%B*UJ%v7iLM1t(c;pRxN60DKA>pRgdzND~ifC>&)BF%=j1my#KAA z#3dFfl_HXq6kr#r-Ls6)4DIssERNXCP_Q4UO_#DloI2B$qw(U9sCjJsdIKUp0r-`L z^=Lccxhm8JqOBR=g`O0Qeik~dv2A*p!E*Vgpsu#wHfLTe z?NnL%gA(9a{ z68!jl+`uPYBSAqSQ$J9NYr4;bjTKoRIppECCLdIy&9_1LG8>{9C?hk;(@bIibuVX9 z=Y2y%*!$ob#JngxDtI1lIZ_b{1<7UpVI^AEg;uV4`K*r{xYE~?sxj2{z5HyzRJ!ChSy+YBLU;sgF@R@V1p?;7fICI@%kVGf`_3}{E?8d{+jSY%gH1pK0T z)T%5j%>)DlyG895V_obAJa8V6UMUl2e}LN!%ZKdC((kxb58}*7Z+;sy!F$Wandtuc zsM`sSB|XkJ>yzB81g%z-d~8p74;jk=@2f1$7x;Woo>v}jCHQ1~(i8|7ew?P|%{KG} zAz5x%3^)dGzuVg!7rqassFD#wVH@29L4vwV9ZDl_nCAhgjf&yV;T`L?{mO(eF9l&j z`WQ!VY9N~%m3zN#gu!)jrQ=n3Fr4pOF4}Ri23tQPoy-9ZFFX(L`TNhIFTV34k6m#t zb1qXfx5#Kt(1mPw6rxg9bK*u3i%61g&|iK&sdNp{UKVgXnIqliclP{X)bBA6N>2=x z-SB*aG-F3g>oo`jqDTeY0@uaMEQ4Iz%M>j}%L>MLKMkKGZHE&@OGmxUPK{^iBcpE> z{?&X?pI>I+!_rk_(^gq6nb;yk1tfv zq@-NQv)4abABf6CJ4)#*G}JVE)IEP3O5U5i!3dcbSTsMW6qP>UtH}FMw6*?yzw&s$ zPJh4=!n-5sQTEoR{aow`t_n@6>@P9uVJRQ0-11*~(1=~fSG0LFjg`ljh1{Q zHKSR2jPCqgx>{>RoHU~bvRB5e~I0~2JLsUhkGMlNr zno|<&vH!t@^m0nbzT~G*e<0?VBI2wRvRV|c{(5k~#S=a-)R;Si<)#Gcz})4BZQ&WC zdf!vca$x-TW}CPRe9kn6msz~narGIaKGs1^8PZiG@zOTYm7i376}h|x20j(MDP>6CItWD1`oY3bt zla70BDTlO|MoW1#sF~X{&suGKuWl$M|IE2Prc)(m%h^{Gv~P4@N;( zP13M0c7NM%XF8}c&$dQT(!(`5buk;RU7GCH;};_Xr15EY~iRL+yH(*9~tNKM_;HpVd~^r_|2y5!)LQ{v60|%n7S|5Hsz>9KbWjC6}*`A6uiIqO;TSx7pUUU+H zlMb*yjz^wu91(Rnl*Q%=}4wx_XXS(Q~Z zzJn`v#i{$Ww{xFhLH{#8{8BX;6`9mY(j-Ab(*0ZoEfs$Dg;DjO)pp{okWm) zGPnX_cDYPvxSr+?IG>c^!PI-?e-NK0>_O=-Mz|?D6-(d=%fzwOhVoYSVS=$cKVs5M z@=Tc8g)mPR$Yy8ljfp<ZQN~Y;~PC`&l31%^quq;u)8wR_=Ou&lyaPA zehYlTbdF$um*Y%o4{LX-R6E(76c{obL!V$yD4m5YYHplDFhyt!jtpoBdhMTl@f}L9 zAql|7`NA$hT~vQ88md>BE|ii$Hm@)AdEk`Sg8jsC_H0*-D2Ub$swdNhGR`nY-2d!U zm0U4k{6(WPClu9SqiQ2|D$Zt_y7=P)Yfic~>$i<+cC0;RG2y|$$9SE&crBfCc8A;K z-}_^IGr|T$H#vLjJWro`roDAw-C?Dxf8`NRh$%`ZMizuOQUvC7Lu;?8w@rCIJ=c;Z zqi0AK8#c|tD>Ro`oKxdXjML^SLqg&-LoVwl`U*}fuJ3c*Hd?$1Rp_IgQ5PzbyNHV< zKg5=;y-C8ySi`;uCA7F$yS7_9i*T+y{zai&R~CtGYru{AI_W4SK|RG#kr3gV?KH~i zTkjGc?k}GVlJOsT(?0x4ACEqZiXkjO3$Wl0bT)N=aj%^`&_h*zOq;AGW)>}UP?a!* zZiebtwIP%%(aj3D!Qf82&X!!p#P#!f_d*+kj@)NN%u|lzgn#jgBG2Cf)&*+w4C&|= zKk40TYaa=>hmkTQDjzXs?3Lu<%1FWLPO~dmSE1{&8p-s?*flFSpC_drD+cM;MQTZFQUTx?lVzBv zSro}mPxd=?KMRW_6wlMIOvJR&yWh9JdW!EFi|_t*uxK;@xxQ+Sd+V3; zBQJU9Na9nH=yfPkaupvPii z9rAcNweqW6nzW}%1mv4rL@@}{!^Q;~>?@%IS}LXV-)|lz(1-wnbgmgL-HIv2gXM*dxRC*E_%$_0hWLYZh>XH*33m31Uu;^bJ$>+(35wmFZ;0Hy*}9# zzv`eW1K+@yhmj#8jh5&9@DXGhSc4D}SU;kqIonpgd6WP*phf^oQt^0~Cye0qp$;wz zKfq+JvC@oFAaOLXa-n;-fW%t*>cWZ`KBRLIhIfta0$C^(g=Z9(1iXMdmvs=5_+4?y zP#z4Gul0-g{CJu}QUxr7@BB+zKJ+(X1MGcmJuhL<4&WB}`UelF)Kv#aOGUMlhqFG3 z-NLQ=kNmB2$ng32ar)8FkZ3P3OBrK=2zkS@YxNePmtryP6{SwL`ot&e~lq+}Xh$YnsEsSG8yz?>b~}t^$7tTTvh1sA`#VT(8gelB1Ah zr@aN*?Vn#gfr*2u@mFpGht3Ci;FYxKszLQt=9LXn&e)YFY(PH4cIkkA(DjMgql~S+ zM}eV!A-Q26*G#mB7>_!Zl5?;NEs@XC!uJa3&`d-QopsFcsBw# zoq{8L%!kAQ?ph*TaD7vT8urN599vqxWrb3fmCstQQ8E>HdNTIpUTzd~4(+q&81UM!(s5{XCe__lB%xP9j+3x7Gv z_mWl`A3gLhE?bw#F3c)s^f2(0}fDFCY37-}tdU zMaW9tU82Ni|LU=96&+}b2*2lUkp>%kUu6;S_65vzU4(lpbZHRSL^r*^i|&Ws0^K8M zpA;5vP80eG8m=AZ%+>laK7}-VD0u{}@Ee7(aK@FK2(# z`{W0GDZ}bn#eHWCDBn5{N9qrAmc!j1&II{`VmKayIr~bsqO@!Bn+pgPgD7Ig5`Wjq zp!D-T!>^5G$RQ%PfQmTUtO{Bg9wt1{V{%+NrZ|Qe!dcPXNK@Uic0vPcq>(p55U`xC%Idj2x6f7HUA5#~_`dfA9+zy)p#+K0ifGaV+gC z?I@a-fv|bc7BDk7oD7)r<{Lc}Z6CEIOJ3={c%@pFW|im&;1;Yag%p9RMH9WoBQL&& zLEufmsUJ&^=#qpo7^Qo_+HU~O4O_zBL!yCc`#e1B_n*yg2r2(m8#oaxZ~k9W5g-0v zqq3C%qkcZq-0PRICqSmg1=$DLDP#GP2Pd53kP)I5ny?I)!lR6A)KcR@r-O-?LYBn; z;xh;wibRZhR4QOgv~%W7&;xxR4WAlSi(Do9aX0b)#5J$ox!oz=Hg_2Rj@Q1c`^uaI zsX0ZC9O`$~ZMgtU;IyBmi)698W~*1lI1+00m2Jh1)Ys=^Zrz+PO%%0)SJP|!hJMcQ zg9RGj9>Yw|+ZnoUz`u}a**yT0Z$xMuexw@BK#@I5q)A@v4a&kT;~gFUgb+Lp51{r6dV@>?;qnz5iM81$e;J@Q`t!}A~8!V zU!N)68H)cJ_u?;eN3(Q;v!(bTXsOme?VX>ysID*0aC9dW(?m^kTv?tsLmOhSaCP*- zeVD+LzWY8G*A`yWB|%4g{3bZpUPlS?-d9Z3PULd|z9nx{C2LIrI^<{x_>UhdiA0S3 z?kCual4-+`1EIF#lp;^_PVy>yIgxA(s4}*9VZ!(fx%%9LBc)L->55Q^kt39 zRK^J#JPP4NsUO_fYIz-0H_RTt8&+8?Jeg3Y2eE!L_B_?h>`+!rXQCjM-!eT!njaf1 z(qshb;^GHP$bE-)+t?MFtlQe?#-cvTuix=@m(2nJB_?~o3FF~;8pdj z=xr@A)#aD`X_!A;Oz24kaeavz^L;`u)eiT1R+JmZ_bW81Wf_@%$_!0vNz;aCMi@;D z8hmn*~&&G|8!Wg&eLRpr*3z0zT`*5R8JDjg6P|dTE%Zs+rK1QL z|CtKXmG;s=cHrXS!)V_4d7t68Il8Ar$O!#cuV~D5pg{zao>&9r=gFPZ-i^>~)?KFp zl^X*$IviRt@$*A;^)sd2jLV)F zTl!wyn3CB(XPfl&$Q-@8TE}E0C)2cZ{WXK*3sv70f1kIl9YynYazt6)Q+Q4)=in3)>tI-z3vEevrSoF2gx&I# z#Fs=hEKS!C+1Ay?QkqmU85O}uIL@0#1r4VV&b8jpf*|^nYWIY_t?GA6ulptjnkK)a`44E_w3Y*T{a4N=(WC?yrCXnhQ_#zZ$Mvn;}5BlI<@bI^&vGP zHpw#~MUGyv2NoBMio7jy_G;+fHu`EzKtg|JB?Q4oTQ5t7<6a-*NRaMTyr0N6zkJeO zr5dBNm_!r1>linFowm(s6b9}xxj=ah+iptzQl=@??60{Pyw3CRjlbnV?x}s=|3q=? zp9L_Mp<2;%ws~f7AE4*QL!!;Pji)qM>CQxuA5W*wF@XhmL_tx_qOjF$x9gKqYo1Rs zNDbDnrDsqH*BU`Q;1$XQTDmOYv8K``&g)Lk%=QwGf9}KmiMUcJr`T{-SqWBT!pG2Z zmNlYDCu;iWQ8bZC8IB1NHpqigOS;Q#JM|x5Ws8S@^gX0x=vx=*5zcgP2aaPeG?{p* z0*I}je)Agd!kSH&`<9d|jQmo8iQ<%#G!`Ltw~uJE{^r4`Gtc?Q-4lI5M{tR!|MW%S z{cZmsp5BRLD&yxlYx_^wj;oTM#675$q&)OP6v)Hl=Wm)l)9$nNFOOqmDILSmdlvCp zAf6yvA^^Vj6|X~ZZqR9Kiu{`h3)FscVh;=dkve6P4EecGmg#%T*=Jl0jFe|v$JYv7 zX-yP{TW1*odKwJjX=H@YD{|aq$oj7B`hPV&pO&<!$9x)domjKXRoivWyP8!DMoyb{uaE}VmYd* z&%fm}V0-QoC>A)b zz(<64)kkvEf4Hp$Xl zv)I)+ALtKja{LGodRXiTe$m)}7a5xFJsnAQwWYLKusnQaJ;3O4c(KyDJL@s%4em3| zLYZ)KS`JleoNB9K$oZl8a5y75;*l~3;v$D(Gk3ykN^{EZtSZ0!j3Yj>6I^P|*I$%z z53ppH-sgZi`QX%v<9x5l%9<+E(B>PN*Ozm2Cs05xQbjTv@xzLh%?nhTBMy9G*z=27*X{X$4TOFgXH9hlqRo19FNvm#=MmAwUQGRtyw zcF@tCh;S(|Kgrq|4HAf)BOQh!baee9B#9UPm3C;z48 z7Dx#h7u`W%you-CtVLM&^Lh*B9p>zqf<_^CQ&9&wrkTM&(U8 z>^w~N5=TlU#|GC6AcS>#*C*@ADBW_(BtG!h7e z2x}Q-zr01Ln?uzc?ex>D#4SF}d?hxhaXKP$<9D3NzHTHH?2g&`thxS6%DPQI3FqcP zJVx{@48}y2lp4XquRqfm68%@&Y7ZVo1zNj$+n4JMIy>Gp>1?P~9b{DvBNmLG46Z->c$|wojAcalMXjQdEQ}9n3R*cO{rEtqvuS-}8NKFSBp?fWw zFvnk{eOk~D5FJ|yXNlZXJDl+=<8TSzcw0AY*T7`$TwPRzj zC1FD9RZ*r5WfpEjd9?!LTc=h?WKXz}%a}vv@DX3{+A+0v`VBPghE_C!=!e0tX{nq- z;%xU)-7a4?K5>SAs+w`EsSGyH-3P;}G0II7yL6w^sSOBTlAwwaD)2Js_n2QcntQ;Z%{auTa2l%B(L*hiy)ZW3tet zX=Vg=go~KRS}I%hQT~>xua4n>b*`uxdpGb&f@47P4D07^GM9N3wV)T*-y8-gvuD@q z4B4#@lrm3~%IaqIz70MgUFEBqL4N(beZ}Nl-VN8A0LSkUQ#ZhRS1$0K`qFkzcJ~to z)7l$NaLP5lFS=?0Be@PA2TNt|N5Q&-suZ}_6pnZE+>z#{rT2(;R0}swB<8)%>9mDj zOMb6Ij$X}BaPCK5$fY}&SIsL-zd>e%k090gmpXXZ|N2U2y9R|OYeXSD*(sA%L1V}= zYZz3PZmxyv5=G1K9DOrQQMCahv2&81w~7oK*B95Mm+@kiy_fD_p!$>87{qZ)^q8m` zOaQ(Db7;V_&@)r-N6>PSmw_cxmOLC*XBzds47S=nOht;78f^28KuUa3{sC2NE-YEX z^RhxikL`_F_>p|bbK8g3&%R&feG@>}R7Tz?t=zwKmZLc${EMId?$xc{;u&&$favuJ~<1bCXFy z>0!v5(F7&KQ1iC*lM3hELHe7JG-Eh^?uyLmdeSW*uE2hUu6&S(OVVBMs=PeV$Llpo zTOBB9Qj;zpEn#V<|4o}SM2_ascjxq!ZM*ec$1-C`Cry!^R~(^Nz18WimT=X1)hnIE zm+iDwj;$raER{F2W1^dnEpLIB7&kl+CtI51|40KI?GyiyabGqxt#jUeW0uh)@I>h? zVJssJr=?qPxJfU9aV(9y?%5>&{XX_9hLP>bbb`&vNf=uS(oX7WRT9MjGAFLfy;c>9 zmwg{q|L?}Jjz~KZ5-h4LB$x4HHNRhAf}%am1yCYnjF-{OWGG*wJZXc`iS{Jy4l@3w z4l$C=yJs^0c=jJv{r}JYzpj^GLmvNJ$6UvhQUoW1DzDGg)frnq(+-2&;)lWF)yq#h-egq2Qo-M(gut|m z3U7hnm0KXX#OdZ49Q9^QLBHAm=kA)}N5cBD{;rXb2?W#vXd=8LZ!)OoaL~W7k9!*N z6Y2A06m6|OoOSbLCF%J$M2Uq@`n+a5^*wl)o7L8_9+=ekbt`+Brk5y{ zrn@cdU`x$bu289-D|<}x^x^dGc94^@k{|4G*Ya5x>2VZK?Km4s%poi=O1^4Xjo&Ts z;y{dQ@+A-P4cmd$PqX;B%8J)G?T_DdHb-3cuB}wKb49i-p-&Wu7@tO5G4$F)XfjV1 z?;rex-XQJj${lzwy&~rLDN{JhTFV_1xk9WE_L?%{a=~BtVmzUHKb*B3N4It$GzfRe z#Ub6xHFm?>z%{29p_mKIv!P3uGWK2P-vSuijt)3C-ZL7EtpP1<5p{mqJ{|C8SVtXX z*J^AJHxD;x#34Nh>@4is<2RXm#X}O(!pnYzMsuYJ_*D?C8N)`5FmLw2Ok;2tXiLzh zceXwA6umtMw5~D7a@-@C= zuB{o&9WHW!nc$NDbykATZj`WIfUmE}xfcRc@27^RXh?*(`MdR%3G!NQhC}7;Wxmk| z9nqP-%z48*`I~9RoA<_WT#zH+__Ew)pVbnY4oPQz?HI4Jc)^t@Gl6g49~Vom-Q`T7 ztIHzeNL>>26C|mh)+eakV-4M^iV9h!gVaf#x?Dmcy!JkO4ihCT-!GX_ zUjAB{JfyI-yF*%w{6W;}Qd~9iuyx^r z9b}}-jr!~{##pt#{4@0xnQcrO4Qn3!sAQnxSm37z_eco@J-&KeU(-+%BMt79!hCCf ziJ5pQ%aWU!g^v!p=b)|$1nWx1HYD(qk;quk>GONOG?kqDawP?hOEi%Q9`|?OZ-wjc zBhtq7^ zpy*4@_w7_($GrH!J%0W*!cLMCCzva5skQ#4rkx4_A<8(e_NSRtf8#M%Q2|6??{5T_ zOZjTwAu#Yy_n-k`k8wQF2BZ9q^4k9mDEw=6s0H~awOZt!NlHB37ypwf%T$f2$EDK4%seGVH;c3 zxz(TxS-3>nOf4s67$dL!-3IE-KQh#1qj2fNDdWb^wUfwtf!{Y1w5XMB!7!?#nf^H*a7n7F83M?LMnSNv^rvMb9uj zs7Y-qcb&*#_fd=4@-(F4W|otMvweEsW?h<7Z6XPOyh0|YJ5}U4Pb^qU>te2Iq|=Rj z!PK9W*26i-W9TEz?ZWP1kFLk^)n^{OZwIQ5hyTo>i%QvYJ(Ki+d=3 z8)%FVf~m_FizDUhpQ^?Vu7+PSFSZU|yN+8A=DgY9HQo(E!S`J-{iJzBz(JwJ{H4M1 zjoMqf`Ye17*KVzPn1*7YyV)<73QOxNG@PmOb(*O2Ws^{b(JjDOc@+Sko1qfb z1G4F1{@dnChN6o659@&^;hi(yM0ilA9e1c;uU$=vZ4TMkZtJLb!PXX;NvLCTGxz;q z#Ij`NPej?ai=H);H}f?!LS}1~A$3JoxEdisoj+!hl`-)gf0SQ@r<87AQ0F2;!QIAW z@e0XRRq~#rJ;$sIYsKYellOA6AS>*~6A1WnPBrsZu;~mnlud6kh z2o4vLOts#x^S2?98eeTrTb@Ua*|D$ZW?||G4D&{DoN-SU=FW&01&s7w&%DkP+)!gfm#hTIiV^ z@<}ft0{J|gY-go8zNbglVyGuUk+p#dB@%(V*21z0siUL#I=}tKA?j3-`(D0a`i^9O zXXW~rOs`~;WP~ARvMWUDF1awaiVS-!>-q&(I|~`DX>Uhdj`os08OBgKnwO740_!hg zIc6d=o=92UD?nv`f&nr;>rtLeO`G$?ebk*O;w?}<>LUrRgI+;Y$JluN$;>BAv)P=8yC-!Sk}%U52kB$u zIb#9TXZAnf#>#aQ`*ma$yH0GCPOT#;!cFH%IFaupDRcNza-NQ$7%JhRZ=v$GjPt;! zrP#{q>4rw*zDbmJ#>S?!e;t%a_IaeRP|ce2#`1{@O%>jgPlnx+yVLs40z-B;WA+Qgtpzw{?vl(Ey&uUng2(<9iZZMM%q+9t+-t$Q32ySf zK`e%YYXJ25F!29-Fnk8C0@SZq)S`g_&_2!*VCI7@8(b2X-Vj1M`QJfCNWgM;J6LkZ zoOmD11(v!0kKsUD)H2Uzc%{Ya(U`*vTT?4doN5z-qY&44I89>ZSmOZRIn&dP>(HIH z<7d&p5SXY8qN<7ahhW%3O(JY9k{*OGX-d28X)NXdq^mjKsk(b3-oxs%D-v*RN5OJ; z>RPWSvdaf)@uYRW@mf3sYL{n|!%-d-yS65m#3l8aL}NNd(ED9npO7{rx)|;yy7vmZ zzli8^x4j`7_lOf!q5bh7&;QNUmu!htmItdAlp7%&V!vYXu{R50vwU)oO7pf(Q{?Cw zY;nqFqa=bAdaJnlLZ@tc{oeE~{ulP%GAOQYYZq;TJHed<2m}xA7J`M~?hv$r#$AF# za0?QofdIh??(Xi|xCIFg!6A3$-S4~Qe0$eD-??>e-Ku+jtg5cHy60Lw=A2{AImYum zqfG!MY3QAkK(F#-KgWBCprK$`Q_Q6);uC)0a;!!mZ6JC|FakehZcxY*7QV=*Usuv zz&>7hF=k%;UC}WkIqPJHxS;qb^4k&LP;43!DwVn}UR@)j?%go9Bd7 zyzh)Oswr`yF#eM4=^3s<(jAi?A!^c* zK0&za=T*c8vM_t$V&NJ)ln!5t($O$8VwZX+j=k+1$#6-D`WqAE?>m*73H>AW-b9`* zf@F&$1|+E?MsH+FF^oReZSp$}oCESkdn)qlnsq5FT&q@L8u#*6&&j^ZC2PLSEe8eo znVvX$x`G-nMTnvWcOXm(i$9;P$ABZN+rkeQ?YtFgm91G+3(gU;?3;2Hc2j8OgR$Y7B3}ZA_x0>1yki<%d zn8OCpcj%G0Tn(K9d)dYC`aIS=jN(lz${B;<3=bwL>UNCP85+8b)(ZGLE^>)l5qSpe zS-3XIh)763ygd-qD_=-NbEjQH8%gd+g(kn6K0H!6x*=Wq(g9gvXG}7tUGOd$#vaB7 z1@9TkV?ta^dUM8=ICUYVi`xYV}Eyx|N0nK00v&K5h)5l_#(lm4$`QY?ie*0E=^&IX_Q#(vt`!-i(Mb6Ccd|2 zzApb%u!zrKO?i_m>OvHq`>5}w7VkSC1Hg~V-?ZHd2-Iz0V`^Q;uMi(&?2i*#8j!5e zNik~jzeZh)i*XVoe`sEzOm265e3{Ut<894dq(_Xvo{?73;gjPJ)g=eX%UV8C-jOX? z=^(`+7*9|qO>#9xJ1(?G79p9hZ9%T~bVwD00cbY?I7@p!KCCoHQnyxR!OUo>(BzEV z#P-8pdmq7TQA8j|cA2U_zi5Td<@AQdX0RQt)WJtj(AN&8lfE zTz%A4PijeE`0EjVpT)2dYF~LyE4r)=X=EOHx+X#ODjCj7?njDJmc~9lDsgZq!q4V~ zc9I6CpDiy~v-fzp#}r>)_P%B^DeGrDI}@P_SsLAJGF61S<;^|ihx`r^#m^6E z=2&MTG+%jBQQ)FY7V0r@oFa|FCu>jcx^k^t*&L(i#+Z^{A*ru`I;3b{T?#wt-CVnI z%29N!!eqI0XZdn#;z~EAQR|t_^#>ip-Mw8lQ$Z8wLb!7dI;BY|XL400FJet!^ePdd zR})ge@$(b^kcV!zU(UMDIW6qPEiQHKbbjwQPH?3Aa7@Kj5$)S@Uiq64In`DMHX>p9C{V zW8!Yqi>i%yEIqGjJ@(0`dK>PGG4zmkdHoHCZ$|3N)9fYoOS`I1cU|!u60Uq}o5}8? zGRblk4e{mpAK#1?A0S1ZrF#jIG9 z9+gh7m~z4y*#FF05<7^ljgTQ99P-0U>ir$*5uzHqsM}W(g`-gWjx7!OD?d9s2y4k` z714slozhd`Dx3f?sr)=HNRNny)&yjPB|BSjQhf=1PP(`cceE@NrX~?&2_jR%T*7Iu zJxD(?jx+&bTHcc65#PW2~j<+(vm3_XDt*wZ0h0}r8 z@m_C3rYppF`?O;(A#SXI@Mjx>ueFtCa)lM9)p@r+PfvZ%OVj0N{9Bb$VbKDV9);ge z5w4xt7wI*Qgs*cIL^qD7LP`jwTSOnQoy~%1CYsQ) zzvEL`+MFUcuN68*B$KQsb&1o6`|>o3>oYIg3X*VIuK<(}fi&h3$DBt;zwOcwNX^vB z@Op^)+MEn!w)A?Jm}Is<=jn3R>}pq9)*9+K$qFsh>+3kA2;W4#O~lHLeXl}BQ%IbJ zV%&1#9dF=~s*tuVXq)EXwA4qUg};G-A0+NQ%^ut-WuZwO5fh{9aPo zHpt}Ls>H)$Jsi=Ny`}kkJaeSBpN=u0kO6H|)84Zj zFqt^t*4A3)yRw{3h`~(FU4#$y%z?8kzQVENoA|;oT1Ys4q~A_q-&@ep?l+#wITs4v zKG<^4@^s~{%4(0PiZrcu|M;7U^2hxue$^wj+i4z3ejj?VDVF@ksymm1t5H^Nxhi}x zxf@mvv!m>`nDRV8Z@IW-8k^ft`5I$VG>{+0e3UAu1lc}kca41Ai}gzV#IWGMV*4LSMRnG6KO--o^|N2pMTk7?0jY^_wnj4?Y)?Ih7;~dsT!agz zchN>ejUd~OAo=d71~M>q6kEJRUTreb<<+8OY#k9*gH6x(o2JVh+jhm}Q7I<0xvs{j z9AEHWBTG+d@YiC3!`k>W`V{F;r^AE11S;Mm9d5n=_OBdfP=0%J>UJsLZ#JDcr^pQT z(v2_=s#{rXV%D|w#A?XG^u2y}EYwzk$;w%pA-4AmWOgTgRQK_IiteFdVf*~bX%X05 zfj!E#F*!sJyFNJo0#*9tT1TSGCIbV*_3`7K1eE3-Wczmf5&0McG=M+;O=}b z*-(2Y^5JqB2)0LFZ1QJ;1=^=Y*BKv&Qife(YBEGUJ=!dIRxQR>7Tc~X07L^9+?>0w zcBY2hyd8_i>}BuT;?kRVkBE$-^~7=xv__~{iM1%nik@8l@=#tMWkkVpnyz)6y^h{? z04LoN;`?Ufuq}r%ta0BO7Q15?)C-S2q9<*e_?b!S zh39{it=M@1jI%fhAVd+?cH!(YF~`q#|0%-m4nZDZE#?5egM_Q11AU08NXoCOi5wBW zkgh(>m#Sqp(?du{*JG%#FMmOTIqhA~1ciPyR!2?Pt_=KK_-?ao&RE%=;roCK9eBp( z;4kNdlE{L@rrx=mLT7xt@(w0lo-p0(xEd7E>d4zqysvydp@Vg;q%bOYHfxgYKymT; z>D(aO7~&0tB;4EI`ACo9wztt-3nxP)ELLnPk1L z`tHTfXUwjChdK`>wK9%XhRv^@ntUr5Ez_kgQQ{@v^vmd~EDvi?r$-!PW%RFbT+7ya z#QKTh`9=inunm{2Du3u`hUQK|AbC}vxh~H(tdpY_y%04R^G()FBjYZzuvTBsmbsuW zODjyX(A2h-Ti*ACsM6X-qiU##38xrE7i$xJ;A{%8{!w4uzbaYYtSgrmQqRQdSaeia zhp1MIrA3L24<0M(DzX-NCh%g`PG=TIChe^4U4La8*ZLlrgT2=&xTN@yMvF&aCnRU` zYrL?kGI+BU3;I@)rnteTc5Ub!1LV{z?8j{<1a`AydD!wab+l~sS*vcS=Os?&S9eoe z3@Fk~FQ-Rp5;*sfkeU6^QRZ&T!U{H-;U=t)z83Icz=$r{u3QXc8-4{hMirW?1Sg6A z?+?A5NZ-vV03uS}lKB`#01OO(&wBB9J}b!C8Q_@z=9xP|pZo&F5lR07eRH@U`OR}h ze|)3=C-`I>N%Ld1@&+cMJl|4F1^9iUxg>^qPMj$@r9f7ZYb%jck$AyAtY$P{xUzDw zq$1a$Tgy0w(LafXh8Bw2qkBqO4kL`a+zxv8VFE!A9T=wC9Mb7`c4O=65N{c73WE)@ zmrpO6UUeQTdAte`zenvGiFPCR6L56$L*scwPD0nZINe~8=jx}iJk0VBQp90YccQ)@ z#^)Wxwnqg*n%;1i+tXBPvvf@j&E*i$F&t?Ut&{*+G!gT`Xhj8kBx|`xJYVbqV=os- zp*UZ)-{^imLjHTsX}n%(g3orRRBw}fxWBruRkcpR4$aMJLop(@gW=GBG1e|CtV+rar9nY|^z9_y355>h?B*UbV)EB@ok2Yv#Gdx8d$F~!G-N&{)hV+1ys8}p%JyjcT3$+ambYUzd6S)d!R4X(+aikuCIERf4tT{DO)7y+@x8Ovf%4L$)UHU9~8qm-FB0@@m2{uEm zRTqk8PyN0GuJ~H~s3JEXjvj~om+)V|6o5TvGfE|B8(o&%(8+8Pz}sXbUGV*U9pAG~ zvC3hTX#}uNIyM(OyXx8{kN6^sljY1#KkkCE4^!QN$}_C-llTz2VUDGJ4%r|MtfI^n z^uUHn(B8o4i|SL~(Bqtj_*IQs)7qGk#0Usl=IRa=Tm6O~&u*En^66{>QYdS_u@mB? zxRV`1N9NF3P$i?SO{5<@UjGh(S+n-nrFmJWuLdxM_w^yDZz_p9J)(;^JNTd7Hyfop zt@sI`F_8$VXUi7*nw90-+PS3!i8t2oH|*7WT5!z+=Dv%#KKL>Nfo{l>zL2ynLq&9& zazl=8Rzg}PkdT_jD$J8`e}_EGGK@>4Kpai%4}~VmY0cR}T$uEkke7FWlr%RFN4Uwx~+uo;I%#XjFqgJ^bBN=0QuD)fG`0Qz4sXTH- zv#67?lNVvJ4dhVfe5qEb`CIsWFpNqsZaPR!!~ezH{v^ zbWs8*jF5w^vsU+Y^iByl_vTi*)cR!fOF zo8RT0;X^<7@%>N{4X=LrQ~aw)zAc+j2T^iU4m1Lq)>4%Un*UOP9Z?NefDT`@7?H!f zaNn{_JIaGMPJROS16Bt1^qEu|Gyj# zPF7uV*MY_6osU0;rw&CoC*kRqgn$fSscYh>)-TY2IDkAjpa5bh*-J`Kd^`2pF5u?c zPT&fFZAF9cF8nv&HF$Mw3d8GwSviyo8b=)3Dg88KIG>^%OGk~lNgYx)pGx;4p?_-( zrWo=8+j#cLipED>GM_1`6)wpuc34o+x-jZM?<-CnxeX;}G79a3ym0;<88cZ~jZmi> zuLkm{`HO!3EEFJG&uVxJ`muTqn*N8i+j^@Gy*=wZ9U5a4=Lb;Z-z04-NxjRaM*P?} z%&}5W3>TKKUxZ7YmH6JTLa-N3d6m{77Jc<3`R|s^dBpvP zVIH{??M_Kpb8F9>KW{}%Vhav2AH^_(pP@Z5_QPeBH9PJj__qEHueQ~eP?xJFi9nj& zV=+U*B2=ZQzst@ca6X+J#QQJpasBg?SAM+?nb042vM0x2au>sRzym1j_Mu|99;$v; zTjO-@=rN4xNlwsv5v22$Cx1ttJT|RFsu<_>FqN%>_xuS@bUwf_;{B(tBl|SLW{^iwznPW561Ri-M9Le?CM{mqz%w*l}mo~6S#T=@&2K?>Tv<3SKS=)iaCIo zn!HOCsxo&wXSU$G*!(tG=ey1Zj05Z6;{ZT?yr7$V?7;Kg-Q7=)aT!s38zWOSNoZJO zr3n>tS09Ec#A}V;~q#mJhSoq$KX7= z_Qpj(!WkUvU_5cI+K{0-~q-Mrb#bX>PKBdRnm6oU$e;WvrO)F zk}ihrRe?|JQYHOU1zWah*^jpn*S*X>+TJ-#KUuwh@dNNFn1A>bpnK;Y{YZiC<(69? z!=-x4vRE2drz?FY)Rc$uX7f0!eYe?r`Fv`Q-P<#YqvIiU!wDqlJ>f5!v6bQ!o&Ayj z;!upJ?H~Q_`}b}v{ycMUShm>nv^U3>oNCXEA$1RFg)K)^|ilZr&)CGagtP6p2k z^86!eJQiP{ih~#h{eQ58vq>Hc$jSHL-gjan@(<-=R6rPg9R80f^e>}IpArC`1H#0A zf9AeZ!rJt%e4R0gAJYFWB%w#Xxm#YKaS^(=MTLN;fd zSF!fWm%&7r@ii?aY42Q<$sDSSDNPclvTSw&4g8KOvfYe|a$bbBKdIyb@L84ur91Nn z++Iv+QF%cQ!|1Ol-o|Xe0~8-jK+u}g{iDLAK$AFYn1kty)-yHQ5)-3r8b0+K8S)Q_ z#p_Y@O8SOfS8k~`vqRu4?no$DMMdcp!#npUii}9&3Yre+^iCeV+ZE>A=$vYH|6Yza z1m4I<|G+HeFjeX%QOxWaLoe}FsSlp`bnAfq6{$@H=e5pkhlYMrt1^rQ&OqvMgyX1Z#kCKG!XHX3p(blcn*`Le=*hOSrCLgwwDw!ab@-uMQcm`1mK8Fzd+C@lkedoni}f8G)3iqmPv!rmo_QP3wZO2jWOQ zEeW-~7)=3yP(!A={IM*kJ}aco8sUW4JfWlAV|5V0)h*NBFGh>u;Rlx<+xB+u^m`0X z%X)Tx7v9i!1D(%LL}s6c#ia+vMZTnuwwBuLCgpBTwkurPC#+adQ0wBXN2l|I{Jeje z+}%hk@J^>BwKSzX_+HqBLvRU}6q+6~bOzuT#wf{TU zs?G0_#pJ}R1r+cWLZp2Ok~7CHvfnc$XW2^4CuytEeYjq+J5YU7r>d&asY z%4N*)!PZfMQ|ANiIJex0ms%=pA~)PA58tTW_N+{M>v+N5H_3Y3LFy&^z-ZbAgKhQK zOu6Z1%j|037SvtR<4T(j>h1&iIrZB+O_o{{&cW=$p8-6f zPjx5U*;S1JxUE*8yNPLbxCUmFQ4c_Wu3)~Y&d6dm$xkSHvrAy+d!Cb%NsfW;ULi&G zgtmdfO_bxQ9&;oyXZh>FSNwhCn_S0a;$B7I#_zSTH?ta>^5G-KO)n|eAID4kRqTr+ zO*1#Rf2d=Qln}*o5xwf;V!6tRlVIrR@8^Qs(RnCqD%0o5Hd)_;$ma#>5|(SV%8RI3F9!>)?*;6yUEIEa=k>()0^R1#aSA?yJ(S&6j*YD$`|;v zq!MIk@%4?-21_Yy&WQxHkW^DV|0!Nrn`~;=CzoRj1%d_sfC7gYrI%=E4b8f|EliM_ z)z;;>R;nqPjS80Ib2BQkv2#-D3y%YF=|p+7ZS zy)ZIs=h6A>Na`{L1<-~cGe9x=O*8tpN5~&xYJs_jz>?n}klhidB+)Y^mv48-+P=GP z_;7Z*C#`WCc&O8dsTx7Aq-3FVaOEU!&k+jYQ!8kv zs0G&Y-!wTlOLaD-$7$*V4q!CPUHIo;LgT2-yNIU)8(NT1_w60T2#rsoL+z}RDzu8) zV~3vfwUpy(YC6m{F`iGGL;^tGPWs%G0OF%}0ft<9WCP6)i>|*wrK@dZ?!6AtGd(c( zWR<3%y;*_oNlAxNx=h526Y3>ts(7;mM*!wDpS{-`(ssJc`pw^?n{K7<5NXfqsu*Gb>VUGBfyFiXm!Y4ab_+dq zFaZ4g6=VErgDCu34Fafr~&<#~u3uf%xVWS$SQLh@?}$>F(Czlr4)kBsmKn;rfg{!x#T zV>E-60iLR_hWgw~sgT`ZRthz)xN0!<5e(G7A|vbv76)u3t~w%S5kw!i?Kn z{8j!^!#pw1!vIV&>@VTnDM?G=mq;7nLBpMpZ>=+=wJSoCtQIfhA}=QX!aq!?U?c9c zsxiF1*^Ml1`nf@r82Qh(KrTz_8VQV;ElGS+l62ZuonR?vWb0QTNAX=@MExlt(fmEE zWAiFh3PO%^Jy`~n23S@T`OASdhmqfSgMD|J*U>V1x})zz_Y=$Vn21-(o)p@^HQ=l{ z^yteipl+i|ARR-H|lt07Cq2c2r*J#0qOA!+N`Yp6Kq?}-C_Bn1h ztxZvMip|kjtCKdTJH33edibVGXJ_mP8Lb;`ansxV;hrv}XNUaAftgnOmRT5<%`CZH zJ`_tz0$es_am=IC8tNz|G^4}8APbVx)W7LaKl!aiZEJYLz|(e#lJ*NEEv@6(8ev=p zW2wzXmkE28#3M_}8`USJp+cfaAL})1+IFS_@jZCT`xqS!C{>R{blsYgGV2Iw6jKE0 zzI|OHg;s6^=!n%@d=owgu%sAZoZ-nn^K97RvF>+T5`9u08;iy&4Cfub5rb*W{rN%X zE&rp_yPA5(xSb_G#XY^TU~UR8q(a@4 zq{Pe2=X!MVGP`^aDc&9;<=zG*$qPs~P}A-9G-#3-6{lmEu3@sQjjB}_r(nAf(lqzPJme692K(VaA8UrZ=vJlL!}*u{JI3P&tf`7 zSQoB{@}6Qur>BsBmsX$64|L)*YKxUpQbro49mm*$oM$`X#p^@GyDrPtZ<z#`XKn$7hiaJ)SHei#-@+ zW^RKQF#>IOY;1|WI%gdXAAQ1@>e7tEI)q$5BHR3nvb$ZKt=-Qa*Q6iO8I2au=GpeV zEDZj8njF1c)E8BU!QY+Hg(8M4QOU`9htd7!`AOg@7-73Qp8Hg`IGNQxSxd(&zO%$Z zZ#Mbv!jS|Vpfx#?AY=N#3$0WOVBlr>{#t?1S?*H+%h zKMkH>H4~>MWC?+F*<%b#IYp*xN=kw#3jRrA0?Ci#7f9+nVPvd!2_R4>Z#;GwLV9iurn`%i zmFx|IQ_O?L;IH49pTfAh2A}DD(t7LmLJ_&3zwb#4r6`u=gw;q?5*hBFG`C#L5tMtC4T*Q_uob zytq{4u?~_ki}7N3u$kU_R#!%y|*E0ZCA%3RTEbzWPz6xK7EJ65$<+|#jO)(KkSLFPXLOEn`>ReR8DjP0n_FP9}} z%yUXK>~8Omx}rI{)3F3JN|S=~z$H;8`LM-GBz5*T_%=n}c9!PAWj|i+K2kQ%q~S^<&`F{>eWzN7-GQxW&E!$Y3uQ76HM-P<=AMr^3tYzcMFPKNZc`a>Kx)$h`-?L63 z(QWYVl8EQ2F1W<+pd#6Bs7c5+&NrfhOd2^;x1pk@<&9jid%o6|Hja#cZR3S8Gzfrx z<$@={#a{SRTNW__oo zPeA;};)Y?5^dwN?mB0QVdJ#aCHUyFoHV$#grWDmEcqqg?6BV#fLm&s?}a{ zcUrcktH+XD#?y~TX~ub4V4$v&VpYKG68VjN?^CBA{wscbF&OBCCw2jeE5tvYzET~` zW@zVNZ(}Zi{1mX?1x9YRsGsyLApNk;ucM@nP-!EqLl9hS-a>L!dIf^DL+FKgP`BpX zoU*_~o~E9V-p^o`NHLVd6@r&3d)3awhv7D@5^HNmTnTuWQ!HG zi81#4k&67Cj{NT)1b;-?U(dGv8D!U#*3;|LrowSCJV-1TJ!P#v|1di$8trXjdAlPr z4F}U;`*9>dTvoN0wAq)2r)J$E3ba zVu1D=k1b~WiaVeXe^i69!Je)N!ATfAD~oZ zEx8&oo;fODm#S8sm>pJ39hgn8`H(3z@oJ2hHsB^Cy)3yaSC?~DQb69!((O&ZPep$C z$$PDw`Ok(Ktpt8rwRg#}Z!Z#-ub)`gX%BU#mAS)g1kSTpE@)zjOhaox5 zzv9Ba+qVPic0`ANzjB|t`?J-i-pr+O(c{9lPCo$wri`&D(f{2)dCQdcpSt@uvLeCy zAIOT#es6W)WpP-mDtV`PX(#wLs$IhZR^L*_0IQjm2ob3Lf?`jmZ)KS&0 z?tE`+k!i2r_TvSZ{o1x~U9DDbeb>PG%f%L`2szNMg&D~%{V^zGQBQOq|{90hEt6&h_!9;#%CU_$E!?g^V-#A z6zMdZ>d#;2JTm>=0wCv4n*6{>8WaAT6@dQUf&TT>6BByhy}`dgLVvq!jtCGKgnA-B zT=8BjAxld-eLl^O)>nx?eYFQ9`fIK$L*N=Pb}7t9kYhF6g?o5d&S9%Wog;+x`xUS>mNh?7k9Fz zdMOyWb`D1bvbX-4Lh||Z;78&q=bltDK|b^FmygrIhl5`-3VCU^_~2gVE^1R{GBsx_hB`U7v+vh;4=U<5s^n@4GBP%XE+qW;i7+ z8a`BffR*?h%5LD2XMN@BU^zkI@;uthi@5AtUNoIE2AdoWyTJ%)OxjWUPT|-$9UTc1 zFhOY}LID2L-oR@$47hg_yAqHsr(nH}P^anzhv{-8W}kdDKkl6hVnJ z!bE$igCFJdSn@;5Sj=h&uZA3~65f`L;B~w*NucsQFr6)V%=5FizGI^z%zSRf&MfM~gk|k%=D`)m zmsqVeI$n;)lk|u6SQL>&KnaZf6suTBgEaIqN1i)x`QWKENsQSPGxG$Ev6#6n2!Xq8|cJ8?+UK(qI-PW|O!&rfiTc3xGF3Yt>Sz$LmM6 zCx%u1b41&$*-Gde(jD*!PBC-gJr#4`1H81PS}00$uh^w|zL*3hQN7pP4nG_{;_wOf z>`}{9sHtzNX-pCtvKpQshoUp6_I*Ij!WN3?f#ol9eQ%haFp2Fg#!&91ZBXTWmM~#QPm$CJOZcI-y1xAV1sw*`+I}; z<=devd`r7h=a}0Nl(EQ;b48 z4=B<>hy}1z#YTW7DTp-YT1&v~0iOFCkckHUu>Akm)e8FiPicyG2#Ns4`Ab<+^R~C4 zwZrD3S4#DWe!yOQuL+@i+h-I0zI+Ow9%sXo6iL8rEWW=$h+}^&4}n~QG0_7EFzr2& zFx7v#?E8PN{@qyr>hr;(>#rgn{d9n8i0IIYpT9s)>ApBeIOOfu0(%SW&rX&TS>1j= zx!{&3{uHts`9sK#<_{sevFnIFw~1AsWSPo1qqJdhlk0Q8HG+LSS~u+mVus@HxOru?<3z`82$kH?SJ~C7i~N)}zz=Bt^wyJfO19MRH^!lI!<_nZ7IuPqAlgJ~u#^-BevqvfWp7orFQtK8 zuB7neCycPK9bSSRubxNt%n*oEd3+YY^M@*u|773gc`AnyhKCe#c#O9r^tQiWamu=m zg1@M?_36YR^G=nVo3+Q`cmeH}iI)lGN`N2dYIohYvb|Kj+RoAKZ|bZj zST8h#505C&YLQPR#z6P2Atie5rH4O1myD*5Krpum9rbRyLKD@>h)8Hy;dUZ-pboZ+ zU8IoQ@g>HQ7u~8i8{m8o^17tcNI))=PzvO{BW&g2Oh%HIsu@)$??frZ-E=za+NdA3zjr2gS-etEaKSgCBZ4x4;Xka2zySF;$AKTo8Two;{UvkO>7M4+IMZPA;pl!;2v!|Dhlxl_ka;!+CH z-l#&u1#R6uM-mH8kC^Z8`MRZ;%U_5ay~!b_kiz1p9tQ5sawu8ZCD>bD!tRmG!5)lX z3`fH9sf!WHJ{TjeS<)BbYj`jU#7RLmB5L`Ex6p z!dLGE#UnIQgy0^h57V}_C7Km%|V!mi|DE_ zqr7y709FAcYB{HEVU2JfVKjS#_&NC#-ZC*hoA8#xU5(Vzo|^7s2lCndA7mYZ-C{mX zA!^Z0(%WL>4W~DwVxaMuM zYvQ-_-~!)Pd=fF>j2!ekkAsF(o1FkkG0ix+s;{4GN?NkgMlI-VcfGQy-QaLkP!zT* z%@1ULKmCpMI~(LW?NjwdcFHX-Qh}ZA&F{@ z`(6*o2)rUnWihz{T_~fAhfS1iO9W7ws-9($``5E?8BuahX1HypZGO>T)&(oATOu^g0@8%e(|5Qd1%^D`e)2W=L97do0-*eK)6*XF z75Dl16`jQ;FoaBIJhy-DrD;@Nf>9@{BV5P8V#lUXIIMo$=BT8!G>9fA~&u*Xf&f7k9liJ4J7b`i99qhK<_J>axI2I$BbpHh!s;d25T?>@3 z{4g4?7`2Co=t|4b_rhLqr$%>1NW#^oncpLCkrR+}UPiF?C=V(YXIc*%T_Ql(gktNo z(Fb2Fus|R)=3x-G8#at%@^IqqknLw{S5%7PiY+JKGrY`9EKi5XHCQWkJvh0{dDKi1 z2%en~Uu9vSfBR^!^X2(e9V(;-z7Z=7M((k7VLEs5`L)0V1lj5 z9U_cW`18`Azn9u0NW8vyz8DSEi(~WJOj|r8-P%ifjouSKkL=-C6hDZ^|5EA{DuqIV z%o3@(aT=YEQC?qRJ;Z4ybR_ZNy4nflmT{B(+FN|S;H@Q*g{$xpjKjHy098d6+ z&sj+;9{*{&+i|K5^y#Fj3{D@%M-`bV)1!Q>^-&qo6}ZrBawWtJcx`*{YM>-f1%UT|Fx3f2B=SKiZ@TIeQz%fzgy@0Q6~C#dj5aQ z(R`%=c(|}afcPme2M|A@EolGclpoc9B5nP<^I5(FVv2W&0Ejuqr0lUC8yg@M{L_iQ z8RoZf{_l<*AwZvzvJo)e0Z@X+@^^LY|6o186T2WTvSSo*vL+$i_avOrUQH5FF$W## z&J|3eA4bNtM3GHNOUt||(q+pFJ=*_7T~19{-#&N0l?UgC%V~2XwBmAiN6>nyVFtY7 zfu;=Dh9Z!H8eG1(J5uOC1Qt8z>MFZ1oMgroveo#Fa&|r|e305@>`o=}H+GG-EAOFx zqEFlUJOLS*#+O(~tua5;w#-}6rI0n*#0O(`y!(sS!ZTA-FzUK;CD!R`4UW5p3!veh z7d?FA*$oRy8F)d7N~1iLgqVDmg;W>Xj1k|3_Yh{9!VpIK(?6ES^^ojl6pMY10L^j* zWkGPv4zsAsaW=2aR_E1d{V2!%&k`-~7sa%&=s1ef&)U@=nPEp#W@k>cJM8ON8`=K7 znz1$2LTp7aD@~%ylX(NK5l5)}bV(7RN)XTMI#D{5zGu6?b@yV7|cD1PFELn7_Z*^{-Y1-s-HFERHtgo%xG*fM`;PEV~)amV6e+u zzN37PcU3{WLxD=Z!xh->nIlQQ+7P~h`pg*D3OA0UH=Y&!@CNzVF^i$YKv4)}#T$B0 z81Fq>{!u8V+9!9ZJi^=|WARimv+DzTplpH~&k6S@OHs~9$w2jKaf}~YE0ZJWF4ojjG@#1p|3inYDijOa@Jbk+snee=r7RVep#7yOS zjVMw;SX8U@<4?R)4}?hEu)ZeqQje-h#m#6Xby#aXCpU5nyStz+Uc8ppiI8imTQp5y zAaj@Rl0gkHevTwTY@dsPD0rGM0s`y1TXeX-KwQ#@CAtgHt<_(B*Cs5w?9cGrcnxr!G`;zyu|x% zJT^S+-o9C5*^KQAG0A17?jOjX*Li(P$e1999`Y=<&G}5cPY>|P5%PE)b+bCb%Vp3P z0X+*8vulUm)UE1uhrPs(GWU#z2iOQ<7$Wk84QRRt8z(pE7*O8Z4+O%=p*4snJ0A~r zHOD)AZxx({B!Jqluf!Q>i>rsI4QMT=EGP%B_@oIx6!p z()o5#O{yr%Z(fOyZztUkUF6kCNT~5Trpo?o-yrm*98JljnS$rTep`{dVdt%SiPKPS zvSxkA65{9c&!$=(cgt`_iZ%MDJAgPt--B1?cgEF^7e7kn%Wy-cw%~l zX?tp9>VoKhi#BW+T4!C$lS*O||ME);+2>6)l!GNk9IEGyJg=lYfSSu+fZR8Bm*@os z)zz)yZ`EP3dtfmp*6|DEn+xa%7w1p_fIFv098my$IsVG`kIIFj>+mOI5Aetjj|qU< zaanXYXy;!~<^1dScX$8aX=01p4#C|Olk!rldad$Bb7To!LI8g3ho90}?wnm$1{71Q zbW>eJEV(LzpADIN;OLJ%=j2L#`_YvEjy9m|ji=-el+Oex+Rea=WgHQt444M5%l874 z>I#U-{FYlrI9YvwmwtHgePnDD016MycnhzW@@!1b3S%CXmDQzuiC+7L0{32ykD{+l zR7ckby<>8odm84ufT85`#ogA-*&UA=)uGA%ldY${y|rPt=bPL7h0BG#tIJ)o;p)~K z30^XNJ%I5LxR}v5*|5+|RQd~Kx}v?fvd}+wYdt?Whe_iBYA(sfe(?#_)il;V>wMCW z;s0XqEu-pM)@{*=y9IX=G-z!hy`%S{6%O6k)kt9_3s7YU3{@ z!KM42hqV0MhpGGygY0`Egk-d%o^UHn9D2J6p62;;20^-g zz4kncbt&a@5cXy+GRmioM6M=Uvn?70J}A;^Ehg?ToDPO)OXNsA z>r?)j^jYK=?kJAP#;xh;2ae<(ul7z3hHy#rh>uV=J}B-C_O@s+ z&G1X>R||9N_9Kk@F8VIdrEkzBP`%3;vOmqa--^2!eT8m!S-J~&g}MNet^S1Aiad>J zk&9VJ6r4!@uj{7F?<3)@{EZs?GC{$|u}rK>_k z^;rFgFtic(?lvQq*r8?Uo$*pj?Kf$TXlZlQ64`2X1HX&PV{`!b?M`#YdImxrJBxtU z+wp(%MZU7M%2-vcrcN=ryO38C5jKDXJJnJ@zCsYDIYB+H3Qz5a85yV46NgQ%OGHGa z8A_&}Gx%KTWh+$^eB|NRz54>G6#`FV3m|J$#V_rN@YYBIcKMXM{3>KDREzxt`AoGo zJ2wicV%s{_-9)3H)TrJ+6J_c=P1OR8)E^c3mS2e1SC&+o+|4D|z&hPE;M6!3=o4RAK`Z#x|%u#?PWe6p)l0Kwi?8>hy{n{h^ zT-1{^f96^Sc5;ff^Ju;P2QLA2XvetWo}mi9rB)%N`UF!eD@K!O>>wqEIAgJgVYIF_%^Mrva}+Cz7T!{BA-z+|vxjFN&DXmVo?_wblPR;yY_URH zh#mIB+@(BmJ_rSY-nF!GNf8i``tUXVv6}%diKbD2fE?V4u#$QM&+>oWxbPo-f}{b* zIs>z9D~XppV$HU;FDHsdY&K9h$$FdZ+5>_$&DEuf_OtSMK;n zJyb_VL`b&&r5Jzgz<*XmT@s)mN&R0?mXbTs6--8o znbn&3QfOR$(lK0Vw)$>@63GW>0C9ifFdS1?v{LKVD6`Uzv2D~8@+}J;D|A|THaN&o zm#oxFY}Pa(N3{!d*g>={82J=qKR!-v;`Lr{f!C&_Yl1lpu^T_(Kw<0a;%n(n`s8jU$mKPP;&UkYHArQ%ib6 zR33gMrhDDtfPNiY+yPk*Hi$|dhBCuQgX{y=xcXODVu@79B8kO4^9Ed8h@JK3F0??6 z=NZAe0kw+(sf1mJ(*tyQb;*%cY(+nY4WrGAlVs=Ex11NpJ5>Z1Y3R}a$@L4mL)X&D zGYj(b1Mt_pM(WALwg>Xs@zH6WdVc73!)b!D+=xU3a*yE&7IJWRP(FC7=HYz=nTC#e z3R)v@yDe?}x#L4Ajyd=}(kEt2z%KM+Kz}y{KT&$Byg*VS;N%Qa9pG4B zAGe|IDEnqp?R~tHDz#mk{uIl7Vu21RRWiTEGbX-+S*es!x_4Dk%d<~7MbPI%t*Ha$ zO<_hk-r{Y~F4P;Ny&QwkESSVCn5dch!tmZ;`kj`TM#+o3rn2Ef#xCv6roucOPL)9^iC`;!uvFnnLRn( z-eE6jiz8}Ey)4P4AeMxMp6S_^1Gy8sPPOil6gu7WFf!sPoPE5O-dUP{kjQE{R`bo0 zw4vTCF+kSIiboOHg$=o18KPXud_TP%fe~7sms$*|^nYn#bqkMG)%D@d-@Bq?W{2;- zFbF=GIX-)?+ff6O!NqmV-oGTYy&2Uqox$M4Iu6_~{#bG?5*ed9Ijl$|c4`ogfT|+t2?c1 z8&@4o#=^DYr10}7iCd@pfkXl2dHMff^dJ*0-T63S+*|-BeNj$~0Pwo%2!OEbB)rC0kE`X|5&(8<3gF&-pW5puC{t+|fKL8rj8Rike`kz39~ItbF#+x##sA3| zWv>T~4?g-}IulLWs7M9N%P=^SbUvhfgS-uGP9tPeaVk(wh{eUdwaK$EM$o(~C}-pf z=$ZXVDfI?Ux60d;MykH#dH2bnXF~&fUEzVl7>PlHgt8**+EC@fhJlcbLH~K@VI3st zc4C(fI!ET))@AXvw|+Bg(uXce{@SgkEbFs@FSm%;+BPTihV4sW%6GR5pg~FRcGX@j zP`26;zf~NlE{42LP&nkOHf1s8%-1GRv*1Wz=-P0xiT2o;)XU?2p`r-R3`;TC%NiZ9 zT;t?Ix3(Ub*Rs<0Qa&$NC3YJ6{I~#02pl&NZxqoX zS-2SV+S#za>ufLHKb3$IOHP!KaJVdsN%;y{eEdXr)3ju=Rg;0wuP+21I>PXh-eSF0 zyJQM_H&^2v!MJ5}jL|TD8lm7`B@R+S@mkadUz_~|F%A{=-023s)tml~wFKF;@D6%> zrgI0J7Umt#4ijp`L8>UOB-o5_E+v$GymNPyhfX^&H^}?6hcX-4gT1<>8@upxvH{6H;l|2Sfqau*OShEjg-frp zRCnNggFPbIo54hvA47bZ6)niGX$L8ryL)&R>KgfgWR`_#1{5+DO?|c)pQo2nBkvD< zoJbYk(?f8eR0=jPP#B?Hn3ookAP*XyR2Yz7*4Qih9F_- zyXUp!)bIXEw{a;n3^cx&hc%%FfABhJV85rId~OOIw;-v1e_j+{BJoNt?D~3Waa&S! zu7=}I&&}sL^4i;ko|5-@m2c8LWSX~=wUd7$mkvlG*3*@0wdtlY^m+PJ(5~*_)vQ8^P-f*_SNr7LT@~SpHu32RdBZU3y34+}K*8o( zr3Q4Ij`#lk(&__qR#jGm);FK$9~()HtAxR{eKv1nuIkVm8%m^0@6O_ucp@G&tNz(n zKwGMyxYb)nqt(p`*8zPc+%fgT%PS|H<-&op@+auezPfDOAw^K!H3ynd-D)dA*bU>$ zrlC(DKiApdVM7uL&{=1#wGq)G2~+(i#YjQF$KUR+1k14{jQj#4K5w>+7bRT0ATzu> z;jD}CRd0R`z&`I^12BuY7HZt(9M?G*l}iy5V* zbtT1qgM{g}{Hm}EkYC{_59xCU-d5_aEQvGWp=60f7f#FYr>&Y`Bfl*rZO?J@T!w9UrLO^ z8%ptXLg3vxDV+Qj>zn|@I$QoCyce#x16UJZmV>X@6dq_IAYg3pZ~^%PDzK#l<=p9W zl3$5);*TDF4C{A3k)mO>p@5_E?QXe*?C4poqRDT&vdA@79iy$9$IX&9jA>_%d^&;O z3!uHXTO-pH*cu;30CP30qL^xF-f_b!7O8tFg2;okD5pHd=@CNO-bj6bCUkm5;m0N% zP+nvuU-Vrfi0@7ZPAA($f@ZB`B=+!nU+6ta|`HuC@?YKLUYa~FK~5A7LsfU ztV3U33Ly{B7b?n^2jz(55J!7dB#A`PA`c+)F8qrk7&~mGi(cGa%<4ObjBcgWiI^_)IM@w zvTAdKoADFW5)D4)9Dxd^gNajkvKKusSno|<;kHKT`b90Y^j>0-{w<^l%bH$*9qHW! zxO`0b290a4wN&<08a|WiiIgGlTqJjQgb(`|qRLGGr&i=j)&$wxjOi>t(kkEVe0*f8}@j(qlk2B6c@622n@%p7dhr$<)p`enN(^)=LQ zH=(>h#3ep%nWaY`C+a_LPSR9c=D>XpXX7?WdeTObx*Qg0oJlmM?&0ojS$ ztulEJvheM-#SOngN9oJ$O!KC;aFHqFvyQbes^*?q)wrZzCP6hJNOUl1 z>O0MN-bC0bsq+RNR_NK3wShFn(Rq1Ex0Ixu8XH0AIy8Qg{(~y*#nPv~&twE2s-c2^ zg3Nx1@V4AG@CZj`Zyd$chZ~Hq2T|3qcL!Bl_w}~h&fC!e=9<1YYD^n`l$LoXnpFG& zpWyY;ZdsbG!Gs>x3IpM2>JmC*E#tGwv#UmXk zPqwq$Y#Fyq`A_iC(=aX&Dw%hPP;0Go*n_|$00ma4EouZME6Sq&oVG zFDOLa$|>pE{#V2BBzzH{(mnyi+JI`I`!jPo&>i%+zxuK8J@N>6c>t*MDZ&Kz9skkS zx(Swzab`%Cwg+9I7PdfpBz3e^n|YR=m%E)(+p3pMTf$(ze1(x0XYGy|b@_+7MfUbj zn@*P=qDh48D6mfaF1eKo&U)_ss_Y%{o$+TU4r@v>J9;xld0+l z<68PHPlTVKXTQ0IvO(W+mv-@Lb&FV@#;7Lp4JMwA5!qeL z7_jBje^2)J>w?)JT%#ovq=Saw^cYDQm{A!?jpG>`_@p_}bXPrl%KEA*TJ|Xw^y?guk#diho6q^c1Rd&G#hqW=${`0>V+XcuWYeM@N79#zrOj ziFVT&IU_=i!kYsK{rK$(RG$)EmO{M)&qjQN; zO$)`5gnO{R%A_L%4>nP;RtjtGJxuiAVsHj^L@^GOcks|?#Q?WeQO`H^qF&&BVdd27%?lYHc&)R^HhYv6LtcZ2b7oKedGz`(swg~UBj?&bd%ENOw4y##)^p9wb@2Udov6N$eKw)(^q{?4o`J-%c)#t? zec`*PZ}+Q&$SaMOp&*g&=iR(YNQ8%(>A-NGS&g_kwD}48hF41u%K0H`XO$%eH{NL$ zWjm;CCmas%#U5^_whf58cPUOn;0qjMT(e%6MbBsUIPJ4i7KtWtcGfy_DwUnCNo{9BkjcwDneMHmS5_O>!#qs~G}J$gZUT zz=mWYe+Z8A;n^#2kgwK^^|bqzLF~_HUvMO(bvTbBc_~fmVj{4XHelJ2OOCaNP2*cQ z-TSoUWh?ROZqes=Q@xFADap{?C9Y12NY@R?m2+^{8Qh;|RYVy)S`F!Zra zy!rkv7+Tnm;__0v1CzD%|3vEigHR*&0x|U$-0<`|MeNh-px4PCYfUOGpdZOLe*ZT0 zPVRfl$bzg@jdBjbHn6;-NRL=DJDzDTuq_&fLO$q7qSi^kL+T_z3n{{1MDr6Q5=o-^ z$Wl#9CBs4~-l)UCkl6V)=aS(}JKB%rfcoza5O{codO_O=A`JHb#M<-^S8z|9T{EX} zh89e;6N?UE^&b0QL59|}oCdEL9z@sy9MJ3ApP<*7Y3RZKZqWZ7hg0!L)%<^NxrB+n ziroUYVsp=gz6V#%xEaer7A~?&lAH$|E~*Ar5bvbT3U#_?^W#q5cIAo_EV*F5T|w{} zN#Qa9>0i<`Jac_k9bq`~Jt%TcSCkMI)9s9cyft1hxnhh`N4t$dGCANCsyZbC;Z9Ub z8U{@TJJ@1r=gGo6Q$ttaR<&zWrD09fcQv^}1!5$)Qk><`i##&Ykpd?)$=1rwi_31{ zTws)Zm$(DNPWZI<+P4Z0HuWxrrsuf#Tcb7+(| zV~+_2C3wzhDh#3z-%4-QOq}ClxvGsGtIa}Im2F!sdrqQaP9hBENl*dl94(n1)QBIN zWo@a?6BdwUlafg6dWLWr`BXpFOVBYwR>a6-D|!6FlJ2TWYXm$1htEnq??s|6xb>tm z)63S$i_9XVqq^EeBG%K7P$fAV?Ao>gv4>m_=anLp*nL7M9G!c0p@ zRJxHLwJBy779v7i79q+u4~YkIk;^wTms6x7$2tCZKgbg~>%wLeo*q)(Gz^Yl2(wfC z2lX<|D;xDG;MgSXr;Pc^1 zIhfD_Tl|vNSy=@jH_yr&N3Ess1TW{4UJGp0$lSLAMywWORPU>RIUL$(()riT$I zzwJ6FaDO^aWPv!)gxH{!1z8{T`ys8HC=*2W2>1lTCgEM?fuD%C93`NL5mY}6m!5>i z(-T8jmm~R&D~*pfW0^lYmX`&fP(JH^=f^2d^}^c6J)*!=4ptrUiRq{~DglCyk7&2> z8xanu&C02)R=h^);>oO-Th;XFYbT8iGNW~kW_qM%(?NWb1sJn!Im3#3NI*u8+3}uS z7QzVX?bd{0!whXgFx7iezon@1%M`(gCF;<`5UXx^+Gjz zm%tVv=ePuI-siBA%thRH{zWmKCdRPLI(Ee9T^;PYZ}ZS-#<+37(5halU3Pa=3r!*w zmy(o-BG-|ws31YMj{8URMY$)fg0E4omR}_-;s;QC!d2Dqn}?eBeUQ!r6g{ghAU1AR zXzgg18SyYVH~s+AA#>iUOn1eA+Juec5Pwg(%!0b?$2Hey7Cxa!%xm=F@_+=ihe`@f zLyTC()c%>S^?Cm4*t;6Hu(iR-()d`3srMSza_xoS!1<|cu}rgz5yXOht8XEFtZrsc zK2EzAg0{UFgcXk}6WvyBlgTC#Eh(yvOl~>o>jTh|P*IOXNVuwUL|68*LS&{mi9?8! zS-;mfHgIF$04Jy5S0?W%SsDW0ykL)rD=j)O30UgT($+~W>oPK7Yj)yg@vLHx?D9B4 zf|6G35?gGrX2O2$N4OFwS02s~ao!zCrwLvJIb4ky40C)^Hq_GnY)*ON1KdEwkFt5VQ^%*}gSR#J zrxS#}RLj*$!=r}?fm1oIF9uX)1_OY)v0=+lzugc8nHL?*kjbrq|Go3KM(EHpnBs!6tXTpw z@-nfFy6ezJjTX->JJLZB-g8_95x|FB5{FSP?LY-6^A524pzxO%G%sVAgC@TP(}Dio zze4M-hu6%2e^-C*F?6u@_3G9rzUozA9(-d{#mU*8!qr(dt99Sd6sh|g1T%5FgwFWy zSKci}6$;pUYLmMn^Rxbj(RMxvRHwtrPW))(k}0hyhu9WTGGLy{N`)$3HYpEVVP!y6 zXX;oYHAnA9Jl7Y}@|YRDf|l@AWunp#PMyp74yWi7_;a2H0Bp*N_$LS+AYMKW9vXKn z;FodDsGho$80{sDreiirkbudV4VH(O9lX?WKUrgAr>Mnp3on!2!W_ENEtT7(Mmynn7#ZM%0iWU>mIi3p3)uKjHELp@RJAlO*81834$DVP<`vPitLeNqSrr zI6~-Gk%~-e!lhZhhZP@aKsPF`n@q;%&$(7xRJte-CmJAV22Nh9 z(?x`i9w7`!MOsse((A!^B6G0z&=Q+4dFW^0e`fiYQiI5kqRqi)w0mzaPv(HbwyGD? zISK$GlF6Rmo=Whl-Dw3`Yf;wJ56oLS@0)ksJp-;lh8-TsdM^MuK19Gn#0!wXd;H?G zXgd1T^}7Wku3iCM^{cIXAtI!>xPUwUcb)!PfJasfpiUqDQm2=H)(I31z{REijKb%l z-!@Wr)iv-6SNZ5^VzzImgVTsTmU(<$QEj+5+S}3FPKP4B*Fgzzv@Km_+g8eYK_yqJ{2N_mH2XulV2E7 z#&Pz;llgqa7Fj#V%lP=OP;)T6G!+o0M&gCaRDuZk@YM%`&8n(6xzZPQvBWM;f`Q)S zP}>~8DncG0yo~`END<&LasU`$@ZfU+z}haa9(`91O-FtJ`t6S=BS5uj|M@n^Q8jQy zMka)bOr!9<>35608t9bWsV8iy?U-Pqzz0kPRPZp_5&(h+x<>(kT(E|M4S+6NTUrw# z#WNiM^8U-$9`pW7NkER88JvT_utHdgxPkdcsz-zcK)ISG*z_RyzyUR496H7S_f-E< ze(?l$ox{H+dPG?K&hP)FQq(LFke~gI)BlC*AU{I@OunwB&PP;)6}B{=;6!*b4tAK< zh*%D9%V(1Ykc;CVmjJcJ+_yR6)*=_6 zXgDL&M&xm3$Gi|Z8KoM3g;eG0nz-i9K-XI_KA-!Sl{isTfVL?}GqI~o>neIlzPe&; zlt1Jrs3f1klW50YN|T7<1y0oc{)temcH1KLMCRN5Iy$AB`@*8FXqmY<@nD=<*I`43 zCki60J~$H{N3bJZuvivj)CHAkoQThE*-ZKub%1yWUdk%VEnNAZpf>dc+>L_4$lAny zt-XQTGR(U7n)M4|Bp;yJGL9%8iWHj*v0F2eJ|%7a~E2HwI#5~>#&(v)Pu zX@;rY>QLk#&*k`4J-iqoh?TRd<1d!DT58R*G}TS1&RPZ~geoR>-6{8kh={~D#v-_Q zMmJxPbi;E;=ucB_o5BPisRwP;Od5qBs%d8wXbEN5V9dfKN}xL+67t&-zq0G1KY!cO z__Y4mkO)0i@ccfBRYTH&@nDE#HYvnsg}kuCrrsg0`++28-rO6zq%p43!%2p4{{VKR z2lh1*@#|7@V>QZ?+=Asq@Rek_6&FLzv)Yk%uwjD=@o@I6>$VuGA0MVEv@rRSg28u< zYxV_+vbP;LJ%$Ri)S+9?@pu=8j|XAY-Uc32B#TK*S)CQU)^=k$47EkmqfJ;{WMPsg z!Gn$Nh?l0_pe(Y^(i{E>sx&BfEnFNt>9w=7vJECSfEe*Ax4>!m2`kEul*9bsyzl7P zTYS4z?GX|n;=iGro15VSx=B&sfEw6Q+~u2U`w2o@oHut5jI5LqJgSK57#KOZLf&<8 z>fzxPP_-hy71KHD9bnGO$pqN@x)Wecv^T?~vD){m_1AbQbBNvclCSQ_CKH5$%(8aN zv~_kcuV2i&y=(uZ@*F+T4;^ZkHJqN~NO|tN3tqxNzgBil^rlQ3QE}||H~BY(fg5I9DR1ddOrxwL4p&9C%wHz_fw=gMe|SV0D!(^SXsC*P-%!DT zQ|w?t^hDF&2IS{Pftvc+B>2o-_6>qC7;YmX2w%ObB<_Zg39dY_nGo}ls zTX*x`T;!wxX||qbpTm6wPSupHx!C)1kAhjJ`{{Y9ox#^JeJSk;XLkT3BiXzWvq9Mb zKG|$zXTZUVe@=7*{2eZA;z9iyY2Lt~sc=cFZiO6qD9ik0acQ=y#|+20fa4Pc>(rX? zvnA*`$}@C$5Wgsey50YrKF{ItJn;I@^8g?HHdWNKuO(VXF&JW7y zL){q`cgd2=^Asff=AwC?z4PoqLJbrZ%e!tX&R4Sp2kwTpxkY*l-cc!s8u=H@&F>MQ z{-|^I+t(oesAtyoAn2HSi!uWowMGB}h(E%bNe+E}g8s?F1<>34ZQoP*o#Vgz(*Kj^ z|I;!0-^Ux#|Hd0R@8{0S>ds(NS{vC}c;N#kVN&N^s+yt;?f6FrC?@2&AbpId9 z1z_2Y_$LX|x0t_|wQK6|e9k|k3;a#g4Dh+7vt?d=-U57X&KO%Fq#OVHjq`y4U}2{p z`V&`YqFhnkFt%A$(HPxn29LMOp=P*MtS@c=z#jhcR$6NR33(4a)vR;eHagEx1<2Jh zA*{}m|LC*&<)!l51+77*0=N-h!^mjZ(OwNJq;bP@LHf6tu8FD-J=G%zPJ8SZ++*)l z72}I8Ib_Eu4+wR((kOf!dWw`r%J*dQ;Mixxo;`2(HVfB5MO_Z{;kI4_{0X^^do(I) z49xkLoOA zuYY6n)cFAy!P#ijZ)~2*f9dr8Z`C6I-FN>x&wn8%&5Z+k+|E*5bQuq;UFw9|`I4x~ooM7raWiCCOPO0IT7Z zPQa*aBJ!8`YexBH^kE0zY4q00-GB(-p6*8%?%k?|kF*JF%ALKNfa=Zf9fu+LNd3+S zz(EwpUOvRi=;FS+QW{M2*-aPt$%Bl@0z7H40-q7vH6>3 z&`Q!d$RO=J*BfCH(DB3m-o>15MiK%-E#UJ*SFjvUP`EHoEZUomv2aGOO&XCZ3HnTM zA%P9Mm9)kI#hkbrf5<42>0o4G_5*P}c9T0X8OtGB*`%rn*Pa}2n|+?TUMmTWp}XWG z;qAbsC=ltOpVCmKV@X7vw_SR8|FLvQp~T=CoN+Irz7n<(0Z7 zN(66uxQsu2(p)%-n!<%zJY;=k_AikO@Fu(Umt0c(1>xN<3ZD!~6ju-Lr^p$PGE5iB zc7MSqxE~h7F})?heB~i8dOLH@QTc#7YQ-G;MQ=0#i7HrgytfTKkXHYc)!+BhAJg96 z6s8i4Z8q6Me(|Btgevsb;0rHup$hBTM;?+C-aM_8svq0EVcEJ=P;IyiF|BKM&HHR@ z?x<5Nt1=dX=DWQ6ccMSEx}UPTeY2D%lXqdD3~Rd&=smmay-Hb}(=q)ZL^<~DlXf2f zyWfIs6aq(0Q5g`+OA3ucm1Mity)LQoo3N%#*|hj%)h@Mw8k*)X#$z?T7j8~-Tp4!% zgGp(ZHpt4PHes2&@5!rfq@8a5n{Xjzol(=H@0hdTR_TmHRyP|DwrJFkYlwuZRm;%I z6l;_`*&D+dDFci@j=3VOAZI~mbzWc9=4fLB9O_SC#VDZmmOwC-3fQJY0xy`;k)kav z2?e&Y1k3y*^k#n0hHyN88m%(EVi;j9HN+o|lik&igg`K8@wIm3EHMJJ&%1WT6Aj!Q~%1?Op<CRQT44CZH3dV+wmnp20vWY#@%|>ET z5D;5Pit)!u`lm2Oo=NO%miqkJ%3fgg+L8Q}6MiY`svwl! zlliZeHy~)PRWG4r2OUp7S+1iw&5l)FikX6qg8gqVQ9rJpoaD|O`)?Q;8k*o16!wv2 zHUTwy+>WHbBEL z0d04rDlUdu$Y5zedFaw>&-hq?n>(<`QN{wo)jPR~^z7N9)Hw5zC z0MyKe{RnUfr|a*3;Ses22?PT;$Uclc4BQ&NwHy@4KTWcpOGzvl_nZADNsvLF%fhBx2LPd%mKpH?OAElpKH`e~@!-qjgOU51 z@4&sQ5&$8A#=ZkYJ^# zKW}-u)lG8IeYXu$`t7l2h0kzGfs64Ek3x`D9H}?Rn&9P^;4skJ|MTmAxi##BxW*uy zcs;va9Vf_Po zwlc-Q%X@td=9?F!Y8;i-pI={;&Xwf|DRuQ|;=3Rsb~pEQ3+O{bWxFyiH8foarhcxB z(k(bdTrEV0?tC2&@8A@U3WX&aM>y#o#)OhrTvuO3OIxiXUn1rtZE&5hHXuJYNZ^d7 z)x-)Ad)_S^=HRSH&{RG~H9DAMeZhiLqOXZXflho?-*2ms#gm4*K2eXkpJs-c{fvfj zR)$VBa)l&1iGd7ir{yd=Yr>PvF>kI;5N}YLq9SD#i#d7Y`zD19eT^&$mVX5J^>kt@ z)&OZQaVNBgwv552E@%W7gd(r2E=x7JKtJn)a@^7hPWU&G^Bt%RM5$B*H8OYzo2@0y zYel?iC~r-VT&uaZq{|nH`xq0P4NkcZPTC-|+N5Pu;q^*A4$IwfPdNIX%MN#O$e{T+ zM;W53gP5hC60D8LX(}KSSgYd?&bsT~S8HAClk@Z5{sb*7oEi`gdD>|@H^PP=N-H}@ zbvUxcX8+O2MMLYW4=$Q=v+?pk`!AHj<_)%SnwWiK#czOYMh$FOmgcxwR32qKcpf&Ly5%TTgl*8p!1@cy8?rXe2!i}|N< znqpnDS?O=@Lk-4UC~OlitdYXz+&aB#C!GQcmT!~UdQa9w0;cCXqjC7GS1^rdGr!V+ zXw!MNEsX9Mn%ejBy~>$qU=x)V)WlA#rVR-glP@CO4mD2hc+K+HDq_@^NZxeeh(p8( z?y49w?U$bOLVel`XB9yYR6NS)aU)qI4(DY$NLirN<@V^S5M{)nv1K3nA(@>wHGJhw zOv-gKCO*35cjLM$dCLY;Y-<*3N)=>v4Y0DSj9^E{1F0ZK^KByo^*^Zjq!%F|S z9Hh|+!HQ&n_RoejBuld!lt^Ar!6+Ud_}Cd`O7oV%O_$rA_G`zRGPqVh30_X-m=*01 zg0oLHPNGimF+`d9igTX=UU_SnTz@S=R!Cbv9?f66vSK-4*|3NcbGgv*iJx1qv0G}i zgNP7L;gg|OjD0+-HS%jVNO`mLPWhxQmEEVI*t>$nWf3)QZ+}hF*YGqNd((_DUGun@ z^|@~yCE;FzOc504M1Gu2z7&%{UUhn?NR6m1y8X;`( zU94i#AMg?|$1_*PJ})=~m0NC70xi58GBmXW;uxIwr~_~c0aB=}p#XiJL3=@QZG3N3 zlK_@|4?BS}0z8<^Rgo1j{lfl;&;BW2w<;v@+cvz&mSo2{CF=r4yY|(-&*kpxq|diS zcCr3|B4}A@e(fzS`-w8d>T7cKcfmVnjj#5YZi3gtbf-*_gB;(bt6 z0xT(rMVGx*T|}omIg761Ac%D2cYf-bAvimy?2axoWA8 zliD2zlpes0U8&rjF%*PD13B(c-ESkhHcj;uHu?Z~g zXOuC=J0X_Q)_6H!tf{-KslrO!)vIQ5?GWi4Ij?^py7D#SDF22*%70LrTN>vXr@Fni zefEx@J)87ew7eWhX<<3Jv}(E>h%e-@_HJ)_{>fPOt{!UdfOTBuTF|lJD`l*ZI2iXy*E^`U)1ye@MWj z>7!E^f|8ZGoMTOGQa7m;1b$pis)bljAJ8#=T17&#j_C>-4_|9Ox&P8vI;Lx_#2pmZ zjN6{-;9%8iy-yH2k<3Squv=EoBkMg~p?dLP8s)=$vj7AB&DaK9$Bv+OXtjTrFcfcGhAmYr0}- z|LGujH?tSSMrfC0B2=%|^@-!TQ&A~_b@W2P>`Rx9dbWBiLW1s=HbZjjfSP;$R=zK( zIa>32U1SMUlVxyt%k_)0c*|@+RAwZ82rMq`hEPo!nj9NBqWQs|(GRl|T!6NT(?_J+ zAwa2@`*}+XAx>><(+5Yt5U(F*BV{?Zc+EmM28_-*vl*0(ws2~rcPu%kVN{hjp@5!x zs5ov-FdM8-U8xO2eW8R3-B$WC3K`|mrzxAYdg+2_QR~S;W~Ta$S$R>#8r!y%8j=$_ z7=gF09B9@ex7?@+oc$Q7c8~mYgoaI8;6aA7O0b>JZ#l+7|vkcJ9;rmt(|vX z3r$&n4TZw{UV8cHg)KrA72wBo<+~M6z(Bw9yn0V)y*{F}QJ7V!B54#Zgd3cE&C)|E zcx&bAls4f65tC^;l8-WEG*D(7?jc#`*Z=erG*QIwZ7>BxR(=S-&1Cn(m0Opa*t;t| z#D>yj=@gGWX)DxnC;WW)%Hbs+4)@A|_ZTPSY${s1%!b)j$MAjv3XBZeDqwc>7*O(X zt!Ky-z|`rnVQwMTkt~jCNS|qq=6M?Q^z&K*lT#|J!aLIWS@D8W-WUd&1pDBy@;c8{ z01{hn%Wpz48JdDyTRpyORi4{`&mq~@KJ+q8-(5C9MOH)(g}?yVFbbjq`QA1ZwGIJTfK%|IkhE<94MhoaFoR{&+Lp? z!b-vc)`rx_NeL^J@nsUmm!_I+B+M3A&&oPphpG1oe%|A4>h%&qZLs9K-Tc>n}*$EJx zgvX}il_t`tV{bX@j8Tgr5cvXWjb{+f^bJDNRWvC^+XHRzi5xWXr}v}GR9qL6uQ$F* zWQ`BQQ<$Mq&i%j{ zKFl>F{IV{@o4v|03UyK!KoprVGnQAUO}vw~JS*C-A@X?2CSb^{t5Q7u6U3sE+Udjj zy<%8=Faq;v!-pu!(xy_}w1m)GVzJ%;XRqVPIn|T#z!AbrbM5lJo$bfk$Hf-s9}05q z#@|!h)Ujr_6?eWIchE%E8F*x)wu){LT(_kU@eZ0dbbaI`ZgVc%tz2b#MbV^EM$xz^ z>?|8-tO9bV`yoLG1-poNdhm=(>-|?e2^R|r>`O4%B6haJ<0CEUE?wqP!Nz%5MM{tX z%Pcb)l0e^6?AAW4n9qg?kqB8j<3N0H@b2?>LaFdI>oZZ@GwsgPQ7Dy%$(KexJuud7 zLprC5J3=U5$Yek3TC9|`i0K3|d)e{Y~{V4|GSKzV-sL>TNTF1bF_PL`&PPz zov;h9K@Z6rDAGe;s;D(Qchl$C{QxPenm7eJ15O)iF(K@hfN^Z$9eU(-Sl0CYrZT~p zbku7AckRJV2lY8xWX1P@0eP;Ks4!Q5tOE1m#wk1rh;BHhaoBv>El*{`PA1jUYBK!9 zF8={0viYUX&T;=}S#*M%icW6!^GeZY#dDWcDOsUVK4|O1cY@T#)pEpguJJB;)VW+M zfNRJ>rz5;(xv!dR)rzQd5{T&P)AwwJP<_fU`7-?VszqQOlXXZpV{UP_g}P#6XjX}m zNR$C1dHj`6S<*>IThj5=aiP#!3tw_lWRHm#PN`QeT3~l`07rtEeRI>$LmdLKE6E%9 zq%V31!Hc|$t!T2sxkbKkEJ}Y{}XLjuY>`(IW z1g9%cQ-nT44eFVvAXki~oCuOlE>pH=V$1P=imJ?mDx+55dDqejHAsJ-edGinVy54X zIi3n>fGnYN7%o4v>V6Mj29|`gT(w0gt_yrjCdfD09cXbzHGb9&9$Ot7>L7Y{zl>qz z;nJgvf~*cIyxDdn>;FOCTSvvUbZ>)=1PK=0Ef64RaQ9$A0|ajf4#C~s-GXa^B{;#M zf#B{ITpB01HG1dd-uJyW^ZUNFX3hLDYyL?uPWqg#I<@z%s$I{19`rM@T;l<4+85t8 z+lNbrWf3g*lEm=5o$_|a-AQ#a$mu%yaVF-qS>m5LOh03KZh#FlqlC$U@9FUzEbRMe zh|4BUhaKfzrCXgqmrk+Ut zW)j+O?{+~`2Qss8+HKC8$!j|4O}F}D>7{V;T!!)4K&z~M{+Ir}4*XAKBE%FFwX>`j zJ_0LD;YRWF^Y2D?Kp`Mjtxae^(w@Red*Jhvt)ef1R<4cH_OxDBhKLp=E$Yngvy5pk zH~yb>CI_I9tHC8K}_Y;TZ0HJ(T$7Qjv&^5@&Y;j{MoB82RJM+1m1HEhbb39(UN;m%W|8~ zyLEo*q|a|@p^&4a%3hspZKFaTrhMp$nNavp#dhUvDm2C2Am5U&Q=p-DPTisQUl$#OK_tVq~Y8pJ|0@(^#1l`1jH#LlZ(cuh z{F%0x;#y8B_aE~mM{4716;>$TA|BAThPG*HFZrwBWl1~hiB#;+@92~4#4qIN0f3~? z>73<>p04GIxQipJSqyw_r*P)!Dls1yT=$UW`Z8N@Mwh;&hOcZ*wN}17wts;azKtbiaaua`&2Ug14*6rrTOt zM=6+;7GBX`gadXRMs%ly&@7Agd9LN$So=+Iqnu-KI2pnQu>3hh-Fi8rqsO0A8?Gx? zb3^wQ)HM!hUQf!~kuaD#2AjmGNMRVR;~AA(er7_spG0>sH@|LnzAgkX*^Y*_tVQca z&51{Fo0a`Xqe^}db{fp(xDSDBNL^2AQ^xmsU!wWTE@U=@&kA=`Cv?Ul2|@ua&+ayq zdQA@&=eU>8acWELNa?yD@F+w=y-Qec+PEswh%(+5?{0HTY<080XBgGWawY;aVLf3_ zrzM}0-i4aWJ!?YC%^L20bZXcX-rp1yIeMCU?+J*I69S0FiPHZRGy}jVvYlVxK4}2M|A)w?Q_e4NA1MGKt8};@ zadw6qgeCPdM;vQltN;s&8wFMKvBR%qSpq#sN#@Vtj|gqr|7;IvmQs{&W))1TB)m?DqDT$TrY7uZ`4M| zqqzR2<;Fvm*W?)rpGY!mF2IFyd!SlJf)ST#g6~FGFhcsqUcnTS5Quj~i!hCOZv=CD z?Zc~o=Nh-(l1(zo!oS`a=n?-=qN3gl!d!L3I#1+mYgR_Lyw>3jvN6iwxQz%Nb8I5^ z3L9!uRyd+nK~l)!oi59pHESO~oE2t&#<^&a{;tRo6rF?vg$pnq9hcIpImK*X+5S`{ zSEyD0)e4XEvyAtOd_hPU+t!wrwJpziU%9#5`r$iYf})IsntinrMZah9G)klEN4T!` zXz&MF*9VbNVw1McL(2g3rPR1BS1ElJ8h-F--k5VsRfps=h>hN+`AHsH4AkmQm;A%g zom7a?)YD#y1=!%XLD?r9#(Fk`n`cNq;&7}&Ha>+Fg-C^k9ajfj_0GCh<)?f(k|am2 zZ)?yo9kIwJ!7w+KsP$+a?$4adX-2$nZvu22^|%gN^4L;|$4*@;KKMOd8O(^7fQUL3 zS>hHpHc#oB%CyeYnLI^!mL9jY&+B}hhdDUbEig0ETUbm^H&7=}`7)j0GMF_HAue}_ z_SJ%~YFn7l3=I^l$ZS`X`?^6R^o)s!gcM4vI(l3k;6!q$P781E(ZA1_5>xbnLEq^83O=k)HJxghX9z) zbgTRdr|-Xk&Y0OAeD(eI6zV3%f8o-Qu)-=wOvO>Ae% zXKGBAuc$ehqOoo}BB#>LnxYf#Kt+3UWM9sB zAn96mN%b#(_l4zQ^h3-&Jjjy^Q!>%4aK{`Fs}$`u_!N+F$k*j)UO4m#hP|<-;B24P zpX^hfTo-_ZuG<>std(gzN(MXXy<|x-?L(lt>M_&aBk4`{GTcC(1nTOV+7mYhiJuKU z)#KoRGUJDzeSC&>N@k9?%=rdLgX?4A$QO(`T-A78Wiq)*r@(QApXO*Wy_X5?SZnYE z%|-RPWn@^+-s-2~esFufHi9wIp>+re!)^nsC!NP5Aq%^gmlNv8sgL{B76mVInW;C1 z*B`&!Fw-PHf>R4x(j+gmSm+Bo<~np$WVQPGLU-NG%64~Bd}owS&(z=AX2ISwD|)sf z#PI9l?#>&?ls@NI(xJ?Vly^)YCi{o0a~zc@zd(Zy#W3nmTL-(0eMk%eM^qO`@)q=F~5&|8f-?dWqki?9BD(WcNv!CxP`97sxt4Svf&f^(Cnh0HR>Yxc^ z%Cte#K1E9SY@z9?Ue8pdBahKD{f#(EG6aL5sfJ+|&^fvy!vX!&}VPr-;W zMT{L)_LegfZ4o;WHt?NZXj1H|{~t2Tihh?i7hL<+x%-PiNeBV}tyA{q1>lvy z#*LbQa|Zy9C=3vz2OhRxsLo0LVVbU=HkMU8t)l8D-a2P`b=O#$W)++fm@1wY4RajX zir9+v7wzY8L#i8R3c}<=bupe>Y_ym+F>$7P|Io$Azf@ihQM$uxftNGu=nT=I51OnRi$2znEX-!5JX~$?iLmMEJJJO( zZHjkJHSg(krfXbD*#KciX2r(YJaJMMLIfrPc6Qrk^n%8>6)Flg z62;#2FA<_OL&e!w4%UV&*Y!tBZZ>1$b6jw9FfW}{jmR^mQq%gj>PDV9Y}(8@`*-gL ze;@{y6~{A~HMOJ8FBdeA7JGe|P5hv_;wiQz|C!m61fXIan9qWD$k=0mvjFg#J1>Cx zhBzz0D$?68oZkWEo&d(w%isaYI{?Y--Lkm&vUvspdA~)PnOthpCkBu9rS1!w9&I!jLGJVzMnr>ER?y@ ztz@!W+*;nkTiq&hGe5on4in$)E2unCL+ly2Qw!lhTC8&iH!@9q651)}{n_w>Cu$GD z!?p!dx8JvAo2^;=X^h(muNE$;z#>d~s@&S<*vx`u=m}Ae`o$3pi#j0 z)99IHTO3j(V@khMx;sCzP1QYL7+X1$yaq5Ve&P46?O}PB#~BTgI-ue!-Rwr*%Ixas zpZX<^eZ{AkSjEH)hb-Hhnz?!hT|cwtv-*cN#YZ&&Jk7${cww8?f3c^n zj{l=t-WibM2r6R4>}>d5!)6wJ%>dW8M3LMVmOCQ0y_ zxzQzJim+(7y^o+##YVy-)CU9PM1c~haY7#!36=$5SmrWyJYT;v@I*slG8C{K?v^Xv zn6x|R^hF}zl@>DtV-8)cXQKaoQUofL-!J+-5Y&y2KQRq-aiQCb3^QY@^FXw36~G!z zW3h#lhdxR?suuk|lrFw$0~dR{j9YkcTDrru7+1v$FIF2qJS;cPPw|b7Ah1;ccl37ytAW22a}_xH(JFVNTl|j9 zlj5fIqskLwJDv@x#Xk&MAT}FF+fC=1H9{ZQPtdaP^mn!n?}d>oy?+t3R?b)OKo7r} zTN?`!mSk1`XQY8QNM%>or1G=JwUR29u-I--!y@mgpK0^iRpt$^$A=b3?Ohk(Jw5`S zYL9=oX3fZo+K07@CF{K@Q6A5$UpHXBTTl0;-V3P6UUp6&j(#VTCe$B_iA)yneo=mE z<+OQt=N$sc%e=20U7xu%rk^VOz1W1V>#>87@>YOk&jP+Ofjz!qA=fh1ceykMaQk8f zAhPCuFsyAlyLxC=Tv4Mti~@q#9$-Alzk(7IsaFuSq5HZ*WQQvo2pxZKJjchf-K=Ro zz=ulEg!o6R)|RsJIvJM!O{sf6K$N?vpSvSe-;b1ep#)JrL*w@+a}f)huzr}^&g$esiO`wrg_zD zUnKSZlV%9Q6HjOQtjp~(qiB^U%HNi(7q8|y>v~<;R2_?pPhy4dwzF(@Mx{3WO)+`c zjL%&kS;MC48Almyzis|Thd~`JG}1ag@gArP@4G&QXZy~H4e|%DT46{a*v;q7RttgLt$S-|T4hHA1ZrpBkd2cMUS6BC<@0^Qo zaBo6@nN$IoN%aYVFgD70Ze9t{nF2TP`-r?mj;)g&KGGKylu498J{Gr%$BTY%94k{i z+aNOJv<29BCgk%k8;4HZ8q-V_n(P6)HI+I*uXf&V*A0JS{E3l3b4|brLl=CyqZ$w#pTV<%eAcI6?Ml;uvkuWKveE`HLRhS3 z!%6Hf*B)em2VyKwz|}kl0sG(QDk1S#30lkif4a8#%}fRZe0**5Ss>{R+RdBHVax2U z(u-c@;x}EVCQ2y_mLBqpr-`UKad_lh! za=)jBz%Ty!7YOe^WmQJ*5?4^wlblQsH|oR1Klz>it7oX0{07okl~gJkcr0%V z^?xOV{2Pe&t}AR#p(`^`yHZ7-Pk0NP77eZIrqedW89GCPkh88mryrN* z+IQaqiH`3>evhmGdm+H{x(r-W`R}E;!)33>5VWy-bbyg#;~*ap#~J&_rQLsi{|_qI z|GzwfFAi%779~9?m6e0nlyHAjxYQ627xBUzA@wIIWyl9V+XG-5M86Ew_u2sVL-+?Z z@$VNI!2i7{b9Ds#pG3&&Bhn&3apdy53e7*SIsfsXzwY_}$b)1Tw%b$yVj$KV%JVxr zfZ2aeP7358Lf(8z5V2m)_9nG6m1Drv62GNczoRaaN>$pR7{BUBXd3zDTf{KZBp0)#}AxuSDkRs`c-$(N`4P!b!Her)+PG zhK#X%5=VK8yI73u_@7^M{?}7<<~-}Oi<=9tK3RSk<|yUb5010WDE|$FD&p^Hm0>7) zc})o$f5LWn_{%BU?=gNk#qQ(EFOO*foM`cv6XBaWYiRru4dF+8C)jGBFtv%jvQLmQ z`D%&4G8vVkk-Z=Rfg=cWG-{|BCh$^)b!#YcF7vIZznU@{qMQ9&)2m;558 z_uWJg6PA&{I1=*zx-Ytf8OgC(U*_iOXG=CiI0wJBkUJ#36J4i20p@;W=hb^O<U z28#>V4^IjGV5GkWXyRXQ-)3P&*FbVdM^8%V^_q|p8D+Qn1zdOQSh#M_vkyQZiqb=Y z)+GMuyXxn~8I8$pk2X}^(aBwGqXN1k^6zlgP5C!pkhwYz7u{9<^R4}ognC>)MSeiN z{5u)-2HzC4KU2w(=F=2;+G>EJuln=QD-Tzn`HkoPX>yeRH`?Ejvq7{I ziJYLJ?X>kts9pfN2QX#uKm4-?Kyd!YI{=eQu?)W&LRXb7rTwY;g8oVWlW+LVo~i=UA|&U+j;tBv)7TQ`A97%7<)tyke2*oCi!a= z|CoRN8jn)tjci6?*}dUwi33^>qfz55GIMJ72GO1@uh|hmC2O%6u(Q99W+gD6{`HoB z7vy?q`R7H-f8I3ryWG}4uTA{>9$WBohoL$5@^By@6+jL$c2W|Zbn`S_izAdA1!zb6 z|K@f(-6cskJMtb#6f*~di8DVsmIQ`8aH#c12>zR){X3SM$ye@G?Y-KMXNpCT#Ak$*wRtZO{Q6QP~1lU&zLBA;o6FcCq57>zk_l*eMdJ8np3{+M|GYyEZ3 zhdM*=a5ClOxtIxFyD#ucNK3!-r=gjCw*c_CH*o)B-p{{t`qyf~N!kJ-2Y4c|BKk87 z#T}0L{S~7QK9?QJ>rK^$zHV(gTb^!IiQci;?`Gh8n~><9hkpEz@9zHVNevq*{OfW? zE{VJ<{kx7t6ynH}xxWJG_CKbr+!DEp1Lb0|N3xtrzRJTR+6?(GT8#OjLQFXB__JL? zPGRhcuKd!23H=9iH`BHM<|~0apN#|J9KK~ci6%gOU-_api*03Y&^_LS=e0St)3UP8 z@gt{u{dK1=daMn{=HlwIUfEmOJe)lEVS90MLdqBq%|0t)XSN7elFO=vId&O=h6nBl z|3`7gx!yyAN1RGrcLV8an@$UwbkO6)<`c?z%50FUD1x_3DXfCrXil%4S5sqzEP<2p z>yPh&A}V}{Saq8aFG>1C$sz7^zZgVE|o%1$AS)5l}+ zCn*a~EG4$0onnbXclRZtB*p7M{bum$RYVFb`|4z6z$vGlR!;_I@&e?;X-<})ElxH? zTqrxEulfq?ztv7rCv39np4)Y+I5zLX;-v7c@hRzGQ%fvw$F6-hnOf~J&aOafm+oH1 zY_=E2SJ&8uJ=*tq0a-7FOk#a@5&DE&PR$KkPQBbUzn>yC#!8|o(clOr#z9I*0dgbS z*zOZ1>_?h=#S^4TJIbi?#|b-85xuXJ!}%2hG*B9vSkG9dNg?`^jINHAm$}`!3pL<3 z69bKkBwrN!Uex3&Jeolkp~}(L-lkvoa>!23vL)m_A}o!-opMA^P;y$&Je@D{us&U6 zD=lhIvTzIXEZe!@3=s?4OM6_GCJ(zC^}__$4`b?XX!mAyD|j%vpP{{?XxvT%GJZmQ zIT!}`nZ=KT=4V|u=B|f}4h@xWZ&Z-qNjc3?a81~hU+}NEnanQZbkmxovceIQhoX#H zefmXEU*;L}ajr&N(!=h>5{US{Hk^CMuC{0N-S}U`6-=bvEA&%BGzH{p8VS%k%<8RY z)dPFqOV9QRPWJ4+v|wAur_WdSi?!6m6@qj=L*^a{8v;akZUHxkqr7Jt|5-`hUflp` zpzU%1`a^?QiXJNx>QDbWWoFYVzWb{9iS;vp*!f10|2a_t8YJz&U(hS(WgGG7Y{15% zU{p5UxjV3eF(3E@k`*insUl_nZv@ z;c1v9RqlC0SLiZb8!$}S8yXi1tm9qC0&+WRcmE>mtl@5dX6Z{-7rCPW(bY2jC=orV zv_lpD3Qjo2@{fI#KG^L9w|a9WyWI8{Qkv>?rF_=L18W`wXY6g%4ZSu>vLw}3#}r>f z03(ODJ%LHSITnNNo8RJ~dJ*S;_R|J{97I3cvr5k=CM{%Pg&c zYlDcHjz}^H`?W=FUVUr>QiAB#r z?m1Tj+uOeai+C|$31}sH<(^^ilf`wof8A~_)yWGN_Rm=0E~XPQ^jB^}t#quUgek5cV;4txOKkua zRjlMA9~=PVXKAVu@P8$6J6EOh=Pvixi8p0bUSs1pF^kP+W3sJH;Tg1d1IK;2I`>LF zx3j6-u}gc_mW>-to-|5!*mZWBaB+J{`WxrKSy=C@E>IQAIVMyjNR|O%kY3QXUrl^gX3}+q3a*5|i`&h(dYvGvsAPJuVQuR_-x8 zhk%2w8qCZJthB!|h&nCvRa>~!V_2fEN$3pD7V3L!;CcKd4~wDhWHmfzB)>_1wU(nh zHJ13Txq}0?IXYR&jb!{PD_q|%oN=(DtV;{3Qrel${DGq!2$44lZE@`t;={ztF>>}S zO+P7+eH-oMB~!WT&HA_I#vCmgFvk&pV4peF==OUpV`Ow$WcwR0qk1lKOeUFAbjSGu z`&9$M!$Vp#F65KZ<6q(d2!ler>w=3Ij4N*o$E>^%n~lDlgQ#epFTLtAe&RiR8>A~j zG*Q=LfJ2%I6aXB-+tn&agzpS(y>i1@$=?F!VfQ+KPk}x9-2v%WA^8`>_SI2$jIyu& z<1Rxw5Y8%iuDeKvJ#ACbpRI7jaAOB65JMq-!&~XSlkRY#4z(A@`_3QXw!T@cP^GHn zXiOa&r@U*4^sw1dXC)>bq8<+8?}Tot6hPrC_B3>QGljGJuA~O)0#C=138oX0KP@)) znlggkBO?Obztg!=fF{J4(#hqfr^r{g(wh`bR4ZIvc_BdMjpL=+n4WzHhgU%4p0kyW z#<5i7gY9FNiw_NWge?B1P%@yJpN3SO;Wh}&oKWyZ^|glDjFt(B3&_c{H@kFb9qhOu zKhu`6(P@zvLxr8aMFcm!LmQxV;_i6pqGfAV|FJfstaB~h5hGu>5iJ^O>67Jo4&Gt` zdEm!|x-5Dr@*vipX6XYoz`9L{g#cvKzr9d9_rRxtic6Ru*&24pF zUraMJ)h*4UUmw(1FqDLS@8BDaiOm|@a3B-1*twRl>1#{xzE-VG2nzH)tBPLB z0RRG4;}(GN0;cKI9fz^;rlDwCHk*}JLtT3yS(dS5z!r{b-8DK^Kx10RHb37zRPNCE z?rZICWx-iqL`SD^Ee#bXT*I(7=aJJf7|>YT5>N`*&^o%fYKc8GmHc4jV)`6UrOk+w zu>U4#^NC;(rjI}_j*cF=8B-d|CEvVFq>M+=H%@a0I^LMGLeFRRUKhu+Mv@25)2gitgL=wR}np zS)j>)unH4g-0{Q=kSJRkA)EPuo7RKzuTTEW@=+KRxeuvkf@f*lW}^uNY%Ujs zzgbKQq!}(b+9LO3B1?|CAL}@IE7jLdRaDqB%$M#Jc-$HY<|v4#C(5@2QT-Ef-fk1e_&%cYBLs>aSrwe@gwvej2hX8dahKI! zbLfmA7Rt#zTMt!__x+sLeBztz<>BVSF|xg^w+Mdo?gXtPChZEEt1~`XYo$nRM=;Ju z=%xxDYO1;Gk*Mv*d=?%C|m$&@Q)4G6_(^QV~asCrH3Aj9PHVYoV( z>Q(J+jVZcLwi;`nR0@-8I%6F_w<2Zil0VH_i*^vBeB~_$rPK)lFI>MCq!}6S*!qBzlO(nCZYsU)P)_ z&qaO;6)(~IBm8Yh9uK3>GWPncNLJ5=Hb9*RoCwDYxx(HG^d@6C`wBB*<+hw{1M_puQ8z{anVGfb+yippy}fEJ zchBtN8S(hCyr}%C$IHnuUoV^%hu=h_Ne6a+UHS3k>~tF%=5%Y~= zt%*{LQLvbAh(5Dy5D}P&EiCK8Pf4-0nS9(cZ45Z46fsJQB|E_?_MUF$soY?~uv#Cv zSfQD&=xu%q)*WLtULaz)@v;BDd7hAQ0c*p9nGx5$e9L;huhDMW%wn(AoL!KWmEHY? z_IA4*D~tr>hgBsX@DP++?R#;Wh&A$XB$kH-H^=5;falFVbFci>ig!}>w%=cit0@52 zb`72)*!;^+;e)*grblrCgUe&e$3Uj278v(B=>S{$21NGw#d!|Ok+!ks7<1`3<=*!m zw|I&AtJBW(MUoJ`TewKjnQXG(dQp*B320Kr&QQhuSgoo3H2X2#u-xigI6LCwkKHYn z$scRvXM>}>nBu*HkryE+u_kP&1j%uTazUZs8Lwi~5=efn`JQLisMbCI1Bmp1a6cEs*hdese+-r^VuO_{2b^?kIT zc(ORrFQ3SaC-_@U32C2PcRg}in9kU2-YFnhyFHUt6%&98_swRnSAyLAI#b*b3le(Be4=jVpL(3!CJG(ne{V=l*&IiMzC7x4r`}BP zsY3FU?ac{nMo9iiY)$bSlgH_1%`{xRV0j|M8*@e!+YnDPT&{f4bf--}6Je7cMyP^sPp1O?>QmD#JDRVhFy_*ZQ)v8iWofM!~<9UJ2n| z7bSI1nNn->%0vrmkfl(Z=>IwRSyRt@m^16a%Dl5VH-^Q<590&T99_+{Ho-$3({2uN z@@ZIzQ}TCOXeE3r>)5(q=ua0PNtIBhn1+MrOFCTL-|x;_Ht&_E>Ud>gy6YpPYW1zb z`lB|eR|4#fi+UaKQD`luYIS$d7fVZUb$^=^ZQqY9m02{lS$-gG9D9lGLLgE`{g^!_F3B zqSA_TxhJ{-$~_atS~7LZ9plJOMUJi3LWF4R*2QCPh~>bVFag+0YgXI*PQTp3`pAKf zaEP(=`%nA)4A4m&-q;sd*t$XBWsIaoYl?@R&dm70S+!<7D$3Csh|@r3_twc$=Ur>m z%CdefQ|%I1@f@*I1>NY)O9T@fcWX*gb+ z#1)Y%4Se z(M*>=A?@H)ID_!^WJgh6Bu$_1iIJz?(@_u!3&|8v-uXuT28t{XFN}3h(aP56B~6~* zd?kz`+~bjY&p-*__{K<&?@>k9^}`A+Q<`~_t%~LW)&`3dhUscr1~Pz{u;-q*#PU|N zFOFpB%c`!9^!kkc#=B_TZF*4BY%6k48`H^QUl4b{;oQa77fH(5Z*k5zh81l5K|&c( z-MOejFE+BZFBK&wOEFxZU@H2+hCT;4KY`)+b^4Q^U_HvYv_JSL z0w)ui{3WY8z`=U$L*dBbFwg9sX=sWiJi{r#FaZmHqesh7FqVw(-1t%LKGE6{Lr2Qn#-TX0>g$7t8eFhQ&r4oIr z)zj;iwRb~ajR6ZL4ap{YwZt08a%)d7m0=1(?0~o+K>~0{HsN>r zE_35JOaM9NsJw#vW21S!M8b{g&$X`Mmo>)<6MBoR^rO0cjOwB=7Qt;&I9+aLU&|IdG(GgP>Y zxK8QJP4&>r=#oq5T6uX8h}K9a@J#KP*uH2IbvLHL|KxQ_d}wQDsz^Ihuy^gCy<))9 zkN!<$MODaq5UrA*+#ShZaDizotlO)nCA)Ck)iU0Sr9k)xwSJyWr(wap%oXf}jp!LI4;yeU*i||e`Uu1LGXlmBWRUFbZqT>hl6FCmDXW{15 z!cD)`dUinK7sbqactLJoQ2le&!8&q`KuHF(z!5)8a-}g26PBtq1!2sgp5fMAHuB2s zn<_6Orj8&{G&u@AIA5yI#@k0qI;7o}`6l4!!jwh<8wl(GS-F81S^GKqx$<;ez>Z*f3n7|} zD9vQ^ej4tlx@N+>`}NzIOQK6budlIjE~PÔK;#mu9;7bB!;P5pbtp@EF8VX;D{ z4y8Z3mpWRY|@u&y1k~j}b z{WE0pd?U2D7?4q}n+ttsJcWZ=5xEZ+*~7cU$m6(D`W^bU)ahQjrM_jF0*vBkYI&PC zWy?DIlMwxl|AsImx_Kw(VHaVXp^|;v+oMb&Unz3vPWN5P{>|KQy3GVts7+9OF?~F! zZ+iO7TdP5lhv~Ga|9$i1$YG9Ymoh`V^!whaQ1qexG2}v!r!fAG>u(^u;1xO&xrrk7 z!nNugi}a-)UTHqm+B{ocTjaJSRSQwvzKA+;WAj2~JYM-%wJkSkwqgztyr)flL}nL! zzbe2WTS5+HyK0u6(lrHPjRaRiZa%_;o!{Q9A)h@Ouv9rEH2DO4eWX4hDUWShFC`Z^ zS80g7l@H*XI)rAJqY{}eRG=KpEpoxFPUy>(9FRP;)qJunErrDxH&$nC7!%~8EpwuR zNRtdfAcyZ4rC;g8xhV;>EaCx$?r-6{<(`v@=J3O39(U50F9SNr(47H$oYssQf{H#{ z6%8w=eA^x=o%y!DB~`8_RE#hJrUxDFkaJidlz)c!b&0UeDAla@0J@U$;cR6lIXB#-c!8oRR5t;E zFMWMbp&3ntJzlNGZ>9^ToXrEp4OwQg&IE04qIiZ5bW{rEoGk^gp1?ax}Q z|6;QK-~J>6Kw(|Kfv`RZ1kX7wD&E~7HW2LDA0QqHaQ0%(3Ss7FIb~!VbdWsRu6!uw z&Lm!VojhUY5-Fo#Z5~ZtCXGz%S~j#>CkuJ&U`ZM7g5LlZJ|=h-Z{Kl3NXLBG2R&A& zIZY|aAqc5F^e#y$U*#?@Tb z{E?B?C6c3$Dec7r+HpQ-ic;>6guwL^)Qi4B;r?yZR57!9n9jn@M%Gn9B|8>LZK- z@v!?yV)4bkBb-#Ay*rKllKA7z``FQymF?XROyu7kUt_0I%f)T0BKZa9WVw{1jghQc zx{kVFU>i4Cy>+oe=k+yDYcryGDTp+Sqz;XDn)MeH=m64~g0F#pJT7P~bd@c2Y(k|6 zn;h?g%&Cs}5h<9SLwh~z%H|^If)LOIGrhFm7@XtiJniP&1P%zCmh@5mLZmguk?jRtFSrsoM{6cv8ugu3yd#c z&ciY)lY2RdiHZA!oU$B(S}CLGtirbiEJ)NFc9i9FYkg1p$@-EgmJnH=?znoAsXWQF zL$Ywq7?`1|PcT2%F^wDZdr4~;>OkQd$}beKQi~L4#(g#0ZF6;1PY`lV=3y8G7n`kh zuH}gwRdMOzobOc7XNgp7eZJVd>=Dg#NXzk)sNXseAk4-$P(8JoO)mSO@*=%4RxliT zPWQ3kRnXHm?L;0^#4JaYF^BJY7`pAq77ZC)A8K^jAztCE@)25C9QdZuP`))mAE&qT zFv6}YO`IW&B)kOLXmQ%nQ|Zd!;!_`vz27n|FmxiQsAz@*pQNkPOJVv_XV;vQkLKs&d4dRJA@NFB04r%-`Q@?|XVb z;-m)K*MjP9Ri_14WoXv1)p8c>5p|d#BfE-2gZeKZE39pi4;Np#!lg^hV;PKeJB>`; zm#>M1sx;ww`xiWVIdeeF+U{6lQ?)HDJhS6{R;He8>jvzNX*iO&Ii43nYUTGBpL7mr z)FW5kIXQkAJU$no zGqWkIczZ3fY$qCIZJImWY8ZJ7j3*9y@%Sj|YOnDeqc40sqw9)=uX!ebZd@qC8(rC@ zWH@2$tf+j)!!eh}A#&JqTD9&+cDZ)_)d4C$4N>>uP;;?uu;k8$tb7oZe&2ySv?M+6 z^c~TAiM7Ws{FFAlf=E0Dv;0? z$xc&d*?EYbS>J?+n6G#-@r z?OvLp6wg!Ru3JuLgOb1BfYm&_grnCDXQGV*&z?gHWI1$l*HxoiAZnJulBCEXhcTSc zU!<0fwDsOKX|eF#^gXhbUx~ZZ&>c%#!l%X*QuW|tb4q91<(Q_Y4$+CN9woQ!QFZ(m zO%)fJaO7E<@w(j8i5n_9vR%HrMeJdViQg~zHtO!BNfVyAp{h?fwP|<7c4vwBUSWeEzkn zwR5eN=cfd%re*snv!`8GUgnd-a3(jaqs>1C9n(ntO@*={*mM3EBWfKanAIiZ5?8Y_ z>BDB~+M8P2^MiI`67^ULkyDU~vdTKJplS{euZ~0fVwDm6F}OToeA9D|-3dDIbH@uU zhLLNAU@MOuE!EwgMvm7`E6O=Rn#bj8yYfTEW%nwUZCxpM;^?L>XGwoMmn|k1qEr9H zrjrC$XvKZpF)N0K1AZE}91`Ye8~YW(=T;;k$bA(a?yNHVbTAWj-hmZ-6zCr2g^`%vz2a?q99kObzgJyB%dv+rG4 zU+<0#L13Na$u0Enye?nanz4(Qlr!qT0qlh z9U;gs>AfO^vq>b?TA4vkz>Q-cHVJ4-t6qAAWy^p7ndD02(q;RmEAK>W7=_f-=#iUy zm6a5kPakxlUE8XrlsH{i@zs7#Q`W>TLt`-onV-_d(^JDlUjX+Yw3A$D0Hv8HhOy@8 z92xNtJ9)k(`gqLSC_i%p-TsG^z4JEfdyO3Smm&%yyouFhZ2S&%x@0J0$b5Nd?DqmE z8y^V-BrXw6j)^TOiE*20;aKHE}s{>_lor*B*nLJ@Z_>P z{F?ds5Q^N(EQIXbT&`r_Pb62evaU=s=?O@kb(^e^=c8*PP&$+CoMtMWrnkw*+`31~ zd-2=Sz7<)c;5UhgC(oyGHpkfYR6)wUe}1dKOh!cX8_2j~NHps{$UHUZ;W#z+Lv~nz zkZ3VbC9Lf#kG6Q@s3*HeW_O){pB9Y#kfmW-*{u#~4<&N$wNQxfVJdAA5Q>b6|14an z={~@Wg&fP@y5ZHTN_zLY&TG2*EW3hIF_NENWANvV9$E3~U0&9PKUL~_T*!8Pc0mx*GL%OzM#g75>TJ4oDEi_@Pgc-*k(J z@}yiNTzOj_PM`6k3$)c(L=8S`~%Y=)}y~CTc+pwRziy4Q+^Nr=Gjkw8P`dPgW77N z1B%mVV^V>HMOu){w1#U$iJ$e}t5u&Ic_+HHiGED+|D(O{4vT78_5}e!5HJu$VI-$v z0t_%i5=oMkoRu)ZkOqb!Ckc|H2!g<%pprpBf@DwuC1=SQ$vK1YM)%(5y3gMCzI*QX z-S_@E>zfaH{kp1FbycsK?p4*jba`5xK^qYsq-c%nLz@ z_hrC}GlD!Wc3+>R$Wxjg2m704iKGx|3p?|3@(e*wI6Th?dSTy+Xv^gY%nc9BRm%Dv z9|@&?zFs6`y-(HMv>w}*t=7-wjJ?r;=qo<(Q%}El>>UTG*v?FG-QMrk*P6*9OxZ3_ z;wAzdSSg_*i|nhDUnK>bNu%g(XFV?u=WzuJS%lwdbGs5E7s*&?5u3qxUQ6TSs?kG7 z#H3{Hy$8px-G3z7hskx#-S_40_MG^X96Pk+XX+;y=$4ntn z(YsN4$UBF3!X>4K3Wm9f(j>{cB|niQ1v?Q7$5=${g`D9xG`+js!obj}q8+qR_T*V? zt=_9~P7#XB$tN#(mH{zhZWxbd4RsS+{F2$$(v8z}%Sy)p&U;z1T_fJJt2zXi*SlP@ zi^M^%$HzY7=kBQRB}L+3YXN3XVt^WXTvHd}4L-|og3sw6478g=24%dQzvHSP3~~O4 zdZLFVscQuBsXvm|$y{U29<*Y6g(5)121_zvB(VVdSOo!NFky3>k1D$R7K8c}e$PT# zb>c{3;01F*x(6NXW{Pn3;=uTJ>7oOq3#o0DQ0RT3w_@UtKQlI-C$fF`9TE&?8W9qG+p0oT z7D+7~viVt{xivrlnN(#AG4_)KUhT44x?Z4zS*12kIq93oIaHR%jr3NC#bXabhKC3( zjRO(+Cy&{1oR&#dGS2Ll()>|ud9-Z2`e6-=IEdj6{#}U9lkL}*T;rybX=kIYg84%3 zB={T4#A@C5dHe2LNvs$}VO{(JEooh{^*CZ)j0V3s(x zSGIWV%YEs3)&*WwVsT>0oL3JwIyNgSA{81m$Vjx#A+BpD3yED267GJ+c}$@&M>CGm zt!q#HHUTfV#!bY3;HSphIwyQ><33C389^cOB|oreZb(C=d_5bzln=O0{=++%@A7(RQZO5SK_uQQe* zX_Bos7S;TX6BhYhQky8e2XCFsjk2dyFZNn`9LFC#`Sh*si3O3vHnZzm{c?2m?tJh@ zVRZKrx4jzdf^2W>3e|=*$sM=`(>y~nJ8l=h*xY=?9j#XScwAfm<+BUVToO?@1uKiK z&t@Ovw>G1{(i)&i7D@^)>RzZ&DVj5?^oZaOR?ulU^ta?9eQo<9;~_X>BRY<<&$;>f z!lkArjtVEHcQ&+)@nZT9wP$0dm;>^c3@Be`IaBt2cE)F^G7Na3BJJO7Y0YG}EO@&9 z`2I-uJ8#`ib1z@_GFf*fCsXp}SMp|U>^F-KEzO+c6D404{^+o;Cp5~1XFm6-A1PT( z)w#ZPTHMNrmf%whC-{iIu&{1VSu#Q&%qM7(+aq$6p@nl!8NoV9{6Zn!=+Z#dRZ zZ@)^B>2@;}tdV)e3SiG}p2Zby>l;qc`L5e;g?X%?dWUYa+NRbk!TzHl9q~zfTv{_% z{E{s`R`VY@p#LuacWgm)HbhB|bg*#7VvwfxKZ|HH8%lBr7yt(REQyPQq+PJqXbiUs z%E8J8g#;+09jtf&AQ?Od77weU%rR(Zv?Ugxi^f>|QGr4`$eLo2+_DHL7%Bu70>i+9 zP?#W?4-DqQfAD0gXp8@vLQ?VlVmg62fCX@=g~1H@el0fb9)UTQXuz1giS z-PE<_daLZFeaJA;OT}}=L@2I+W(5e+lUOh=EGLP@l^eR{q9zmg%H8nR4xyRBtrWPr zdO?ccyA~-!`O0jG@Y)w6lCw?P?)TU03#18iB=XZhPhC-@dUGc0cf=@iIdyq^-b3dJ zNDOwu9bHHVUpMP!wf64#w=Q1+8jq!N5b6PWotnai>2fZBA#x($BUzT(+CiPdmHW}gDX6aI&hk9PdDof2zwL2Q z$R8dy1VF)p#(@8DJ{0;#6}~h6=ROt|6%qa2-w*%k03Tch*S9 z!UNwsPx$PQ)wxah2wsvklYMvY){DuvZ}&O^rF@6gJ_-aNAi}lilRS}H4OYa#vb7Y0 zqD}HqP4v^S0VC;SBMZ(VPn^lNT!xtY@mx+DcB`+bz%k>@h0Mnq0TJ2tY+kMkD;rm3 z_v3kO+YKC#TF7Los5A!%jlS`@e&qVRh9j}E zi1(;?7oJUWs>m05EO6OpvxD!&vChgNeXiRjsoGuAMPkFSkvkbsK70#sd}*k~ zbXlX&yd{3#xKd5CN5rv+OKv(Ok-YbEGuL>UNCrCr7 z{U;WO+IpLen2m_U7`M4MF^@MLM&5XzU~YT~#IB8%nI0Yth3qJLE{&BPFQ0EuEqlTtN(6;#T`Kjy6(TE?! zQJ?LhC5~D?)NOT*J676>yr>61DIuB7KV|kNB{REg(a6OrE_?NfTdUcLF z&tpZgOS55{Z)ez=qnY8}3zHjTq`_sCX)dJ&cD1z*^Yni97eM)-gd8JR;0xL33EQqd?*b3CuDQ7z=6iy5!CNQI&eZ!y2yolrmk1XfOyG{gQkw#Z92p0|c zTs_T5#)x-UcbL4)8HHZoq*8tODFPYT3BD5-zZ3+4Pm$&#Lc(Rl`Gh)DZNG86N8)&Z zcA!GkK8k|vSvTyg#lab53hdGn>q zF7Ma`Pp`VQ^Yz8-7ULRTHFzMFLeL?xf%vWIt=`=60QZ?W)gf54ybWY$R=+dnA7}K> zjnzpR!OZRguSo-;gwYLe9yBQtJ9Xvd+>>QoW5t-8JkL_!hRkHidwjh7|(@phR;QQ0Dsc$ws?6GA)E2C*eN^FphB!^?y?JOzM9Iz@ctR6oM1{f7p0lc zpIX;K7dy#pq#O*KE}Dmd08j4)-guzYTf?kn8wfHGJQ|fJ8R*t)0qDM60A9PuS$5H% zaoQ(%Or#BcU~yui+RTpe$$cI1RtBsq8=~w?=_z6Q<_?fGk?eZzCw9^}*5Yo_h<;03 zlt3YWu7sRcK?!$7I0%C|HxjU<6`}>{zXnYvHBBmSykr3#D07sLq-RNw+v!X%KOd$|-9BQFupnm(rarGMm|;r}wA8y6cz156Es-T9eOD z6>oPKK5Fc-@Lf8z(yO?uT6i`6nyKKrpm8yfs+zXO)_oGn_U$bdPH?nUp+Fl|AU1~l z*m#-^|KgzSNJ~qbAcip#w@+=b+3>Wv+dL_$lVB5h_%@7ef*F?S*_BTv&NmeMG&oj< z?zZh`!1`DuQDe{6xcwb#9q_vI6-bDiNL|0DTc>jV`Fz;a&rW6^~-7dKlC6n6)B?e#Qvft&NG0|IM1IzgLJU%zC->fyxV}vg-HH8fuHY`mnKmCA;J89Po7Tu<(RA5{+HQn zY4UQGJyvYLaNJx4#Q>Y_mH1J%D_54>7p`QBYZPszeSA>c$LZ{j$~& z^RRjCMUR60iz|dm%GNP?T#@_Xd9PUPE~dOvYUGTutt-_HmMX%t;d z`|zRh;o#kVue(>I#os`T_|3$Co`)%YpJOk0(A$o+q+dMHjQq4b9P0M&k>v+@oWpQ` z&o@0Yf~G{JLqtGY!AX&M~xF1)*u|FlIv?f#g`1pC}I`cSm zwbrZEW#1pjv42~@sn0>Fps(lZowdda$_r3a-*J^A&`#e1g@`@Q= zTdR`5pV!Q;IXxY%8hbicC5#*!OHo=&ODU{!v#VZP8`i_PIe0hK)UYj6y&Io%ux+ng zA9XFNBB?C1a~yMxadYmf(I0mlk-$;9z3-Q}HCnD-g`Oz$U6n`~NEl@rOdKstE8oTG zPt=s{w*^ms%H)h(?XCiWso9`QXruZ28&%X!>=Xms{0*OcD?^C8J$Oa; zBEsoN#Txgv`2)4o9)taol!do7|4ypPtxa|w%Innad|NY9zFYAV>s-q;+5LOR`u&O( z2O%e%W_yM!bS9{S)_gjjd!3%eyW8AiQ;3qE8}^;?!Sef&4FG_iEo={FYY>r6fSU1Kc_r1P?) zh69<_jItamK9tGj7~Uw-Ozo(D4b0Pl@F+*~r>aqrdo(9wi%TxeP3B4UD^V7B!8zI8I5 zQf2Ajx>CA3aZu|$k^FNP)A7Wdj?7bE)4WsGoa1q$SP3_8!VWub#W4F^6pXlh$+=# z(?#wYcDQsF+B!@~h*wt~*Awn}c?@h3cRu5C@Re{A6t6Dvvd;GU2Hroo48Qs6(TR57 z&LZMb2aIQzUt8Kh+xWXr*Tt=@q)9y!ipLRk)cj5E>rR~nAordZ8YZFsL zr^=otMv_lE=bR5uNYc&@={YFiGh6jl~85&Cr|*>NDf z3L`n)Tt_BYD?M=3M6T!sj(ogD5_FdPNF;8;^ zJNE)tZ&FMUolxEFx|B+Bg#S6L#x*fXT1`>*bysvWGR^Ttk@8oEsUhmjraE{J+bPN#_Jil?D9Y~{ zZ@W?y6-+N??za2T)smi=v*?P6A>6VRrsM1oPjO%Jh!*WQ)B3kIvAoaMl-c{b53u~{ znhLwAxU}v}LKpGZc`2RCLw%O8B2`W-OybqN`DQ92L2a&IADAV-%P0}ov2YKD(-1Te zE~3M1_Pxu^dGCD_k)_s=bF9(5GP88|=9Si*MVh8%8y)opK?7b^V$7lU9r*|==cNHX z$@I^=W##J4+ix2!0FTwmY-697t2$j+rE^P}bVyfu$u$yhAW&pALQPG5k@*JGMfS{* za~nXxr*mudi>ng-!o+=-B~l{4VH^z~@j)c=K73isPyDjnt>eO*M^VBG0g4rr=N`Vx zeKp?~iEB5#PKSlgDg#9w?+ zU=D0I9|&z933{Ae$l-p;?C1%iMHzN%uOEO!AFM4jTWr9h|=6{QF;memcXQ$kD<8f%t-|=MBY4>{XF|e z)A9|M21LV$QVaK6+d82^<3oCg_g}B#gh*731ztx$x`l3Y3gLR$Jk+LEG#6!AC0dOm zUTSuW?sE_F_1sNS>0D@}bvDpk6z7KlCpSC!RdV|iB2Zu-jq+*a>ujAl)kNFQImo(G z5VNv$w&4=;!F|s34yR)nEWJO&Q==6J5(M(UUbL%>z3dUMX8DeWhFE@g@%HUjoUC4j zewu%DbgjAZm>B)}Ir3x`R;tzmPx9<3thB0)v-d!5BIE6=pO>zsv$Sb*zGzSO@3fd% zkW1aV1A3VXqZD6^?Hone3TWp?zuXwS{kpB%J%u{i4q*^F3*pl{V;K3;{DcwR zz3e5ylfbG6K8S=Q&GM%598Zi!jLut`MlpT9uW|;uNH2%(6>W>%FfzL+8D$goE&TrX zGPXhzDM~L(7p50bmf1V}Zd{bw4Aj$t|UC556BcntV9v zYF2!uwp3qA^!0MMW>E2y*VhYqz61&r@GCPC!tPGjYtUShI;S$Jg`#uoHX`sV15K|rU8L-}ca7-ca}lKx*)~$y)cJaC+zsc~<(i%9QA8{vtn6H$#Aow| zbPDvt!X(GS=iar1K6%5TRA4sXzJB{%g_fj9@AJ~|gV&$hUVc1?j7=;Na$MhPoaxJe zN9y@jODKGSBlxfjiL==i-(=Cmsn3usod7kSdJ$v2n%MTyt%@WkXXfn$?;D00=7Jej zlNUM_RrCE1GEVdn;Z|>xFQ67W4H=uPAbdJTL(w|Q8pKeFX%@*gQT`igx5Rj?`z84; z(7T>OKwv0r$beQon#d>(Svf71{i_IkZ)M)p|>eju>Mp2Y#)EH6*fh}$EQb>9J_^LO2#teE#o zC$NT2z6<4CJffX-syzj+_!mYB+?u{!Gv$oCtn-YS_@l27@YMgYvLp(r3^z!dT&N#X zXwHtPL~+@57>ZF2=7xnA8XjsFu3NgK(^}nXt2Y~=v+-ee{*q}i@Z}*M7)D2; zXkc^ivXN&Y>$Xl@OBlBWUc+zi^8Iyp-h@8p6>8VEX((_r6wG5YD|`3lNO;gk{-dKq zcX(T9B&=DUpQo~aAkhLb3-kZM*bJ*2nylpkgd?jCapl<@N)^hB`_&+;)6I<+khMYf34!9sNtt z3TOGam&2U&Zf)7u!rI*HlenbX*+;coC1yG+InFv9X|%YkPYA!P(Ox=ag1|h7eM9vw zafX4IY11%uyVVCwyWrf%j}Gx3&DUY+W|{+S{C7Y_v6!^E!>d=lOh&_SW zzU7k6tJV9!NfzgBOwzo`ezTO6{mdv=->v!K1a*h$y}0&WnS{E2%_HN}@(>3P@N&o5 zTAVnex-9VI)S49*b)4n6+LnCa2Jg6U*3`R5Y!c{3TUx|8!L2m4K{mLBvZt%~S| zkIl<2j~88e4%ApuSCWGX$)y#|tgFt+dTWl}#k#9hSmMg#K8xrGB}XNN2W}6J*CbCR z*-UD)W=@!b@lShIN&M8C1%Snw%Wo3ZOLK{whh+0S0eQ>c4EvMaQxwxu9R$TN`V>5= z^evq*vU{epm+IK{fs<5^dy+@L=f_ynt*fcr6pk3=vSj0l9^@<|jdSgiw`219c!qn- za3&d*eOku#>C9)^&+3BE-c4fhh~?bSYW9PSb5BXs=xRQv(x7M#h`E^@Hz%0D{J_&O zb5J5vW{oH#$vq8*w40|sGsq+Ahw5E|57RSjANr{j5uRTCehL3>_EtU09k5R4HG-6{ z!ndTv&bz0|5xBTs*zn0GJ6K-PeArq1?ZF7e3dyAIP{c#OFQ+sc$UTnwvoCcqNWagg zVw3kviU@rpd?+@=R>U4o;FBBJY1Zz(`3HI-}5mMbzAc#?JCTxD`R3G2NQ~w5g&GGi_$d}nzDliWRp`gZjN1e)x z2cbJ;lQTVN0$#`L3|>%IP!2JZZdO6V$tv1DS9!Tz>m8@bCGiK{G{q4Cxo%^+(1j{`%!ig zLIjd)Qptm3(!c{a>FFUcxw^IbFlA1-p6Wdjn0uY*dMs%uj~8uQDKz`yx$(SFii3M| znGe&oaBTV>CWk^B^iS$YPATV@>g$S5*d}d-Q(BPv-e}d9o3}Y8{kE6kbJ}whU+ClR zLz`;uygUipf*14n5i&-JlO{;%NS>V$)U?Z`{e4JH@RzvR&!DL)5^HKnAi=s`RmTcISxB(z!c@VkjxtDV)E!R@ zQqxmS%iPn}9B#oXB`NNXaJP4~$6p5EZg1z{jBuA=HMKySArbiU4;aJ>_(_7bm0%SV zfB;3n5LQWYag2o}LPJ*mcP9Lq1gkX`>xck>+}zv*+yn*C7%LD24u^xlP!JRf#8UvB zJshy6?m!1;wm&4uBAv}KC`T+l_zd_V(bNp>f|X!p1^h18@fW!c&H_Ib6EH{HgYXp~ zh=3sIhak`o&R-<`uH7%l-^#Wy|A)$sE*QI?3R{?ikakFWqyyF&FCOw!yoEW!{I|%t z#PlV9#QcF^{0F857DPZ{h@XLf1Q`4a>u;1lIq|6gC`*t3 z4(BhF|5HcdRaI5}uT5ZY|A!S+RS~jibC(}3RFsu;aY0!iq-Et~r6IS4fg(^j8K96X z91awfg$e>?WZ+=1s0dt62rT!rnSbW}(NH|1=-`YsbudT%Po(|A`!|gT{69Fz{~uff z@b8QKOIH53x&Cdgf5`&>67j!#*T2p6FInJUBK~*p`q#|$+s{6Jpo||C{$r#q`5z;7 zd?u#^s~dhC{`d0%pY778rpwU?T2^gROQgpCH1AgX?;>)sz;Or_ZL81w)%d_iV`cULZjGv1cg#ys2shHNt2q`7*xtM;nh z>+e^+(Oz3Yg*xz8ne}jqq4JP_G82qmo6#Q2VZ{a`tLlhzk{%0HD zG3Y8$EU3RcFzd^uiq%Y-3z7|>~9?s z4uwKRDakoF