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CountyStaticReport.html
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CountyStaticReport.html
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<title>County Counts For 2002-2012</title>
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<h2>County Counts For 2002-2012</h2>
<!-- Point knitr to the underlying code file so it knows where to look for the chunks. -->
<pre><code class="r"># pathInputDirectory <-
# 'F:/Projects/OuHsc/SafeCare/Spatial/SafeCareSpatial/PhiFreeDatasets'
pathInputDirectory <- file.path(getwd(), "PhiFreeDatasets")
pathInputSummaryCounty <- file.path(pathInputDirectory, "CountCountyFortified.csv")
dsValueAllVariables <- read.csv(pathInputSummaryCounty, stringsAsFactors = FALSE)
</code></pre>
<pre><code class="r">dvName <- "CountPerCapitaAnnual" #The number of victims per county population; darker counties have more victims, adjusted for pop
dsValueAllVariables$DV <- dsValueAllVariables[, dvName]
# dsValueAllVariables$DVLabel <- round(dsValueAllVariables$DV, 2) #Keeps
# leading zeros
dsValueAllVariables$DVLabel <- gsub("^0.", ".", round(dsValueAllVariables$DV,
3)) #Remove leading zeros.
MapCounties(dsValueAllVariables, deviceWidth = 14)
</code></pre>
<p><img 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" alt="plot of chunk CountPerCapita"/> </p>
<pre><code class="r">dvName <- "CountPerCapitaRank" #The county's rank for the number of victims per county population; darker counties have more victims, adjusted for pop
dsValueAllVariables$DV <- dsValueAllVariables[, dvName]
dsValueAllVariables$DVLabel <- dsValueAllVariables$DV
MapCounties(dsValueAllVariables, deviceWidth = 14)
</code></pre>
<p><img 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NnKYrdSIuwUd92zX3/bqI9uSc+ZdSLA1tmBJ4LPn7dnwTE5/ZdZ7du/949M/8tr8y9dad21Z517ZYJMD+hdxh5H6yWD709TrO1nVm2w6WSXUdPnLDGZrnu9B0983uRUNV/3Cg6eGGbT+NxYyh8qtbY6RtiYCSFRKXvQPW/gcTKRJbS+2WCwdunler3ahC7mjQqpli4ac5z43KYVw+VyARnwttk7X5BdZi4KBHVFBojD37TC0HdJW1XS0mfRGhSuWyMlTf1ii14VzzryOBJr+w2Ba+wZtrbfqg06TNHfH7hSZbAaDAi6l80Q7eB48Qf3TGS/7bB+9YtpvLLLzWTXph6hYL/nCw8QsXXdOiNLa/PwcL6d95ztiNNSSNFrFWuWKckbQvf7wSU9AqlIMWXjJonDbeYYshn7dmXNT7ujta85cFj27LStHTJFfAN6f1aev9E8gEIJxuYAMVy3RkrUJSO3XFqtGHNOKHVb/wTaShtHgeub/4b/+LfRD1j/pwxAINx7rHTtk6tJ/4PyZ+gB7K8+H5Ovs/LL28z+E6OgPvTKRsuZazM1vn6aMyO9D586nzHpeVBAD6CkaN2/Td9KO4terhrrstoMsOjlfRZteCzlX5/nMmo6mZjJopez4ZRvoV4hAOUla78YLqPmJPP/QwZyzYbVNyvECl1rj2qkddgARKiWVuiUPSr5Za/34InP+7XRHzptBEpuYNHLxyyGwghvWlhNuaJK3TJmMWCss6TKCpcx7nXkJBomst9+wv7+7TtPspc5fesQqXXdxiNhB8SYQCoqGHfWP5JMPiP6ICguF737ohAQTtajbBDvhi7e3fwxiRO2Vc0G46kkW5ILLGe90Vj+ChOyc06TBMK9Hfs97b2rOByPp+aW1vA6jvcTVyodfRYoFHNOSHRVOHnLpdXOjTmYeD7ad8g/fnwfAOBuZ0fXH9gtC/L9Gfqw3QzyOY0ds7O//y//AY//P//lj/+vd/z/fuw/ZYutq1ff/69eAIK/Uf6nbDH+zfr26oPi/P+5+t+/u9507B0dk5MOOxlWPVNUMGX7ICGrZUL/LmzMCwfbwrJB19uQiHkAEDXozg30NVb/ltlYihbFZhhxUYlj1gUFG1a7LBYoFNwg27fSrlAiVRdx05rrrs9jLrhmHeoqX4aQWaiHQv8JhLioBBm78bK4KLS+GXAZT44ou5QjJ42V/VqEV0uLtf1WbSafB4W/aZFqyhW61p4+PRytOgOACHdJ9LTjwKKXt1xnPjAEdb7aIW5Gn/v9eLKFJOwRjxW0KSD7jafxm95VL5yfPC1Rwc0pAHD/8oaIqaspPXzIt1RXuHdQvfeA/cHUJo5JdAVO6FY1G42nnoIKCa6an2SrqyfrUTbo9iL7DbXwS9Od+8CB2DxPSHF8egTxQXzxAcYcSp24EBibg2vWUVIkjtBxy/8d8gsvvAAAVlS097b6tywIOgkM2s3gkCNQlKLu+AaPQf7jv3/63374jz8W47/d/gB/35crBmBdvfqbfz1+7K8A7H3xv/sxio6fwMv/6/944O//KuinDCQ4PR/yd+Ee6OsakbeYa5kNHLiNpOIjtNpHlMDzh5ST6QE9FFUlLf4Vhy7jyZYR5bBiEwngDdbnAQDERSXsOj3fQr2YTp3PFCH1zZ9LelQjyuF+hbhyVqPSYPhSaLW0pc+XDqnrtqVAnBZ/3JKbKEXhhrCacoghrlQ6OkeUw2Ig/H2OYx15olj08hZH67BNy656keuD1wO4jCc77ZAqkzbDyGJTirNOFwuBcO/g8SKmYj7BuW2BVPJKrhDt1WcBAPOHs4dvr4Yfdv+2ba7RVxqEpcjpjM0cE0+hW9VsNJ6K5scDqdnhr2aPHRep4P7TYdmz07b62KRs+V4cv2mKqpKxOYvTodSJffn6OZRUabHed8h/s0sMAPKflQPMlgWhvRo5uxl8H9zYMTs76ED3v/+fFX/t+7iT/3Xxf/73/wt/BfzVY7sAzI//4Z0p/O0BgPNTZk6kS38qLFjyVejFWdjfhWf+IZQKprhIdEha2PvIA8QzoCccGR/QQ2EYntWo5JeDutzMbXi3DdbnsY/dxYZTvpjMFevp80boOuOw+mZfcbSYLZMOq5YOPj69icOKxQGEv2nhNeVh901KHXkcWcZMUHexuXextknd2RP0HZvx5EiJWmp3JG2GG/GX4mwnpo/exUL07vGi+RvmOia3ffzQm4/uvJ+o9pSqUiHnFEL0XrtEddsa1lsj+81GGUzmJz1M9j3iI23mmDhiumeoccG6uKnx1LPqXMKzEcazn9ufVZBbPhnoGlj0WXvWDhoaZkA0DwCFEsfJHpQ0icF86J/scSgvIWJGj/0O+X+q/83CVp6C29hxdRV4LHCT6Ef/w/i/uo79tRiA9V9n8v/6MDMe7afss2GFfaxE+LsQFuShd8rWWixj9nYokfJ5Dza+oYA+YvDERp+B7/EDlzZcnyfWBmKm0HCKUxigMKT+ykRCUozCYOVuN+iadQCSwFXjyRHlpUs4aUrdgD5muF0sDhyWKJZmX2ZaVXrcXy4VPRu3bjYhBMK9x3Jn2zkl/jenZMcOZw8/Cjlw9YtpfHa8+hUASx4LsA8IizkiHJO4kpsIW9WsO56Shr+aPXZcorrti9SZWuphrHo5m0lRH/pNE1cq0en07XAhLoIdyktscB/lO+QfP75vS5sScBs7BjL0/9//3v4DOh47/Ma/XtUtsTX0fw38GwDfT/mpOtz7A4DAT5khOlKK+Rvx/9uP+HcRtL3D8y9d6c6kNalJRwE9IfwWWJslONiaGoXjieIynuy0q7v6xf6rI8pL/WLwYKEA071++/X0IWWyTFdK9ibRs7lrX5oSEc0D8Hoe1PUGjbBfI7ALedkVvdxJ+tg3cUyCRNuqJtp4ivJ6HtRf3TvIlj+FL5ckW+JvfQcEfc8cngdkv0NWq9XIibhlgQxA+E3cxo7qDuvjuYBXfGzX8WMAvBBlH+/j1uH8lfx0tv+nPPm/XWRGQ3/Ka3Ohp9MxF+XvwtbZ0eWsOsds7TQx1Fgz1TJau+n2PmRnKKAnSecyalSX73HaBZBNs+jlPZJhm41tU8/so5DsWSWEy6hRdXL66fvDeb4Utu0opo/YxcJfRj8/PpGYBhdpI9pWNdG3sEldXs+Duo4H6xyQvLMmEo7b2PFvdonlmzz7iv5TDu95FXvR/i5m7o7kNXzMroItr2go6RkeqJClcmOodEIB/Q65jBqVsylTYqh4sOhVnSVdtn6mXYBKY8ysJPOOuIw9Jqlv/SvCylHSmMuoUXWiddiq5dbOM+E8n2wzpo/WxcL/GV9bXz1ZnyKp2Qgb1IPZUupFtro2+VnkaFvVHF2OsoVNBhcS0M6vsRZozPL6tXfwQ5JnsxlRt3ZK4pwIBfQ740st1yV7HjzmMvaYpK3DvhLFSqW0cyRDu1Jux5zTLmVKOjOJr8+Nlftb4ro1cu/ePX9fIAD3XpA503VT4Q27WIR0vUieyBvUQyqffDHrk6vm9z0Ast9sLOc23UuGqFvVFEfbwiY9+YP1iCeZGdPcJlZ8DebBdmQPv3Ve0cvHk8PoWzv9TPm7rgsTcqZV5cT4gCOv4VT6/r2kGgrot8ll1Lxw+Z7gYF3dQfrfbQeCKhFdt0YyMUDdNmZF6JxR88Lle+A2ZU9jLqOmxRG+VECs7bdpOcekTB/6DW0nSR/exaK2vvosOHnu3VkFMZzjdkXboL62VIhAvdDqB3/0vPJ0dinctEYzeUKCdbXa12KI+c2kUH4bJobO9ApbzLqIHdl9sf7zyZxgPMha21s6O3wVROzOWSRBKKDfNmW3rV8Bl1FjciZ7Kvzn+65DcPDEMC+isJThvXe5R/l5oIY+tCl7unHdGrnnDU7FMy35+fyatxrTR+hiEZKSV5UK58cnwhpHJlq09nnBzTdRujsLWEvctDYSulXNRuP8d/GxmyHBekhkT6H8lq2MfmotbGzidGS3WxfKa/KBhYmLWvOs4PGK5x//OsmTjInQvwtZa3vvTmpv/HvwbZV/r4+MRQH9NompLCSW2ER9BoSksSU4eOKS/zdRoWuVqtitzNJTUCZ+nYMidfFPZVuN6UO7WIT0Npkfn6i/naAuN9FlS3KB5aw3GstfyQUQuVZeINzbUZFluUEtFJMlPJrnSqVQntM+IfW/jQwKc5mO7K+yueqyt0+3lcM90Pf1fJJml8q23ftr22cCaYMCepJKMiAkjSFxUUmyp0CSIHIXiw17myRFQYUEV81PsjX0IbXyTFue+cTua0t4yaKXt6DLalOw1/iR+vGV1gge/7m/90t+OVWhxMX2uwCny1LvHyV7AiSzWfRyud4SuD7npE/2zVPoWtHZ53/7LH2ddnVVyn/EkYg+PPqr9PhQCTI/HuitOfzV7HypSMXedODwocnjwi+vUjSfROun51OIZczROhyI3xWG4VZHj9EFi14mk8lkMuZTxKKXM1fZTxWXUSOXyWRyuV6v1xhdQcf4rseXqEHXaz59ZVSx+IsO40T8n49kMgroSVIpdK1S01ggJB0zSVt1FJJulljbPyzpYT/DWsCHlBWJKs1i+lXnUtTbauurP9vvebnjzvvUL59szDXrKCkKqnJlvp+0jDlOfG6z2Wy6Qhdcxh502Ww2m+1zJtp3GU+OKIdtNpvVWgXmtMWib/EdY7uEk9xkUnwVKxvzvh6fSdTTkYxEAT1JruCQtEfCk94kqUOs7bcyn09Wiub5L61i+uGvZlEh8afkVc8UFUy5h4EDhw+dzQ30pCfJ0/bDEX9Dm1QmLipxzAYl1F2zDgAKnXJEJZfJZCdvAWLtJUmPTCaTyV7otAPAnNPOngYoqtS+e3mvNzMfNy9cvhfymLE0Y6wJSsl75h/G66l2ru2HI1SAngaohp4kHQ/XMBISNzvaQTalhCzVZRfFZj+3Pwu5RZ+1F3GO9ZztsCa7az5JXYqqkhbOPtjMfoRWMaDtt2rhMmpO3rJgpAeXbDYx4DJqTgIolEgdsy4oxIBlzASJDuKikoMnLiUia1SsbMw7Mz6jLWfazDNbqPKw5TzhEQrod0is7c+QzTkJIWSLIi3VXX2/1/x+cqZDwjFJ+pSvpFcYrMNGjVzWHNTlxqKXN1/3AqjrtikK0aNSyS57BYKDajUwB632klLDjNT5vodQGJrG5DKZb112PDveihp05wb6Gqt/Sx3ZSYJQQE8IIaklfZL0hMRMhO9yFQarzeC/Fnq7r4a+XwxY9HIUGcLvEleiBl1vw7q3JmYeJENQDT0hhKSctCqmJyQZxNpLyhGVTCaTyZod1G2BpDvK0BNCSCqiPD0hm+MyalTOpkCFvaz5esgRIU1yUlYST+PXXxdL+7CmPgroCSEkRVFMT8hGfDvI1vkHFAYbp6rGope38Cc/n5qLGRLTCon+r9shKrkhhJDURbU3JH4uPnaT179dLqNGJnuhE+q6g4LIR1j0LSZ1F3VDJhmAMvSEEEIIP8Q2/vbXUTAp2HXSw/4cbYqlkJXdtn4FXEaNyRnhVpexxyRtHeZJdp6QHaGAnhBCUhoV3mSU9UP2OJUyMw8bEtZzCy24oX/qxPRi7bqpd0tfp13d1U/ZeZIRKKAnhGQcXuyOyUUxfbh02tuSG8QncfUhN6yPNpMPj/5qw3R+aqD0PMksFNATQuIoNUNn6tiQBtLm9ObiYzdT6hdyw8kwp5cplaqPwHVrxC5VXqL0PMkUFNATQuIoiR/5arU6peIkQtIA88XIJv+uk5nLn3NSPE8yCgX0hBBCCNnANkJ5fw1P4mN6y5gJJV0Uz5PMQQE9IYQQQqLaUiiPlPlyTCopTPYUCEkcCujTmclkSvUyR0IIIalqq6E8IkXzzDraeH4SibX91pAhhcFKy2G3LXzt0zbWoKfCSd0mtf1wpKysbHJyMtkT2REK6AkhhAeo0Q1JpG2E8uuIf0xPti88fI9JLJ5Ofah4gQJ6QgghhPjsJJRfp9iGYvpUFo9s+lYfk04AduhHyZ7ApkxOTqZm8ztCCMkcbT8cie1OpduWOjNJSzGP5sqzYmAAACAASURBVAkh8caPgJ4QQgghvObflIoQEnNUckMIIbyxmbQ01dmTbWAKHradYt9kep4KbwiJEwroCSGENzYTrF987CbF9GQbmIXXiHPneIrpCYkHCuhjL9W+Uky1+SRArD4qor11GfiWEh5h6ssppifb4M+yb3KTV/9/hlQ9T3Zq3/FDvUez2Guesx3WoUiHCaTyyVJ32aDbm7ip8QKfAnq+RFF8b2WaBsrKymLyOPSj3KFY/SAIIQnm3+SVucqN7LmfxduL4ylJTyKz3DC/ZQeYqL1x7596H9xP9pT4gzcBPYVWZPPot4Vs0sTQxe8r2hpygJXR5p7Jyib2sgmndDX523uonU9mxyhJT2IiJGEfMkhIvHjtzk+elj0nfHDfI3qvXaYAgLVPrt5538M9yn8TLDfMv3y0d/CZ1fpBN6TyyafXXu59MCWVD+521t/Oepdz2Fv27DcbZc8iq2DJVjYI9qZDnwj5vrcUbwJ6QgiJuZ/sxvgykIMFx6REvueWw91QLsLyIqTKLUXzKSh1YnrqL5kGKIgnCbbqXIIEqK2X4Yb5STuA7Dcb5bW91mH2iAOHJcxNAuHeQfXe0l73l7kSFdwozZoH9gH7SrO+/Gq19LCMe9gBuxvImv+juc6O2vpqzoOff+5a8l5uDFBATwjJXPklZc5xG4plf36EgoqfwWRdKK/589RiZYUIwMRQ4+lvvQAEf/dPo7WydUYEggqlHAVwD/SNPKHTlsPW2TFc0NTWkGPr7Ht4VFfz5+A7LkxcvGCH4+Ge8+1aBD1CLPmbtcc2rN9qgB6nkwo6TyAkjWVLctecnmxJLhQvVn/zIjO49okwcMT927a5RvampVlg9YvprNek2XPw/GZaeEQqQq7nigf3PSGHAVibe8Q8BffBv7+2L1EvLi4ooCeEZLCcPInn4QIw7ik7miME7v4Z7u89e57IAWaMv0aL+bQvau+c6W3FOiO2zo5FVIgOSRevzaAcd515wDKwfNcpVeavjF7wHeYe6PtoYEV2CHAIVaM6GWaMNUGPEHWmr197ZxuRMXOX2Ib1qZD1J3xHZfSb4jJqVJ33vL7ln4K6bqtBkdwZJYhAKnllyV2GVdXS2iemoEobwW7m3+w3G2UwmZ/0MKl3AJj6zlOglmHa9sF3OPKMCNPOqUiHsVadQQ9+8bE/TTYm5uXFBQX0hJBMJqsQ3v3zzKJTqswHE457IPxZA7CwvKgs1TIHlZc+9emyewHrjMgq5MPfsyn/hd2oVJTdmrJNYLGyQoScmlO7L1a//c8ABIIi5iOjZLcQQc/ie4R4iEdYTxJnZbS5Z/Ef27XlAICJocbx0t7W4kiHjed118o4Q7bOjrsV7B0JL4T2F1J32XxBvMuoOWl0KbTipM0t7jj5cs/ZDrcXGBp0vtde/Q38g/6Sm9UvpvHZ8epXACx5LMA+4L7H/SWKCh+tej1ZKBXOXV31AuGH+QU/+H9/id9f+lFATwjJaD/ZvXjBAolCBCC/pAymYaf0VQD5u/aMTNlai2UAJqa+lpRq87HOiPt7JsuTI6/0fHQBZafK5ZgaGUfZ0RwsTFy8gFfNp0VMhp777JxnYR8hbiis57G8xU+HbOVBwTrhH6bN/zqYby027Oln0cubr3sRyNm7jBrV5XtegaBOrXZIdP1aceCYgyc+79eKXUbNyRHY7SVdXWhuvg6grtuWWun+P1298+SD8GH3Wx3uoAG79Uk7ANy/fefJ2yEHr77faw65V4TDeu9EevCLj+H5C9uceyqggJ4QktHyS8owtljB5Dtz8vAQlWoRABRrz081Vr/NFr4XA4g6IhAUleShEgBEh6TofZSXD9ET+PrW7nP5AErK0HOm2uwVCIqUcmAZh/xPXxz+CPHlD+sppucToerU7uHOGRk3MR++ogO429nR9QevlzMSevD+6vPd5aIETn09m+x2zy/rRO3beaWmFtl1TsmNGLDoW9BlsykAWPRyvcWqmz05ohy29YsBi17ugC7oGJdRo7f06wB7SZO1X2HRa058btOK4XK5gDTO9mccCugJIZktp6a73X9F1toeCIPKa3vNtUHHbmYkv7xtlL2pPPAUNUEHFbd1R3+EBEidHjiJIxDuHTxexK47jrptDYfovXaZYmn25T9mfRZlI5tIe9yI3mvMvhL7/tn55Sp0GCfafUVfEdZ47AKsqGjvbfWP+KN/zsELExc7Z9oiVOwkXMSemGkQ3O/8JTBJet/j+EpuLHrNrM6gAOCadairDMyRiip1z6xrzmkvqRIHBgDXrMN7/brsuu8BD55wAZBKCgEodMoelfyy13vwxOf92tCnzmRtPxzhdedKCugJISQTxakHTooSCPcOHs/6TYeZCeI3s22NQCpSTNmYYJ35ij/JZK3/cLdmyHYeQKQ1HtgFSZWynDvCRu0Ly4veb8erv/Vd3V/tRnGqJOnBiew3rEjJYApD05hcb7EaFOKiEtOYxaBQALCMmUqqDIWQOmZdUIgBy5gJEh3ERSUHT1zq55Tbu4zsJbG236qFy6g5ecul5XFBfqAJPZZmXw7+W2b/3jc8aU8nFNATQkiG2mr5DY87RaqeKZq/YfZ/unvZMtyQvWk4m854LKVCQDhZj7IpEZuG38QeN1MeC9bi9CqKteenGk9/632+NMIaDwBOu3WhvCY/MOKbYf6uPfurX02dSptoMrn1zYZ181AYusbkGuNwv9bQNSaXydgaegWguKTUqGSXmRp638FN7DEA6rptOvZh/LX1dd02Xkfzkrmr5rc8AFBbX/1Z/ar/izL2u7g4L0pKORTQE0LIFq2MNvcMTPt7yT3+849928q6B/rOfPiXlKtUXp8/Ve+/GnKA/1Ze5/KZztPcwhvP2Q7rn4L3puFuOuMvp4HU94NcZ48b/00CqXzyaVyJ16sor2153toFRFrjsQJg8kLHwDRTQ88tqinW/iN7MIDnX7qSCiU3W5X2sX6EVyfW9hsC1xQGq4K9YOOMu4zcGnoUGSIcA0V/f6T78tKBwxLFkucKG7EPDfrP1bPfbCx/JRfzU5750mTNLlkooCeEkC1aXnTIW8yhLUfcA31neoUtZh3TVP5MM87xKKb3Xw5Pw/M6jvfLKtwNeOD1PKjreABkv9koQYS9aeAP/cOss8dNtiTXc9MOAF672/J0dmynnlPTHVhlIWtt72Uuha6+yKnp1gUv1eCsCUnKUo1tiJik3zh7ndnEWl+GHsDBE5/HJlxfGW3uGUAV5z+xGWPN7xYbm9oacmLyBDuwb1fW/LR7KuJt07ayXjeEewdLsxI8q2SjgJ4QQrZmYuprf/lywIr11sPCRjUTP8la/+GpGouv/oFf0iN8DzX81eyx44fefOSrkxEIRc/mwrnepjPhQrahAQJ73Kw6l4RHpBiyQyDMju1+vxnJH9MzoTxTZE8V9pG4jBqVs8lq6Ldq/QNyzl5UB08M92+3UD7vKYl9ZKKc3QBharEkLwYz3rlsSS6wnPVGY/kruQAAdq0LsPr+7VUAgmROL1kooCeEkC1xf+8pdHoaq3/rBbfeZnnRkVd2yp+72rWn5OHinwHeBfTpyet5UNexGrJDzRBwIPqmM+Gi73GDoUHbkfbqb14EltbmM6Z4N2rt2Y4w4Ts3lCdR+NrP13HH5pz2wF5Um8I01Yn0Vu+pkE6Oz6C8GFgZHd+tqvT4fuNDWqYGNjtjdzcLbZM6Y6z+7ThiWO5VUCHBVfOTbA39ZD0i9qHKJBTQE0LIlnjmH86h6pxZJwKAldHmvtFTuhosLwJ7go9c/H4FSPrX05t04PChzyrAXetZW199Nje0fQQjUrvG1Be2Q826m84EFs4GVtBG3eMm4oPHV2DBRkjX+UCwJSiKe4FEXoORDeIXJi5emJDHqswsJL58/do76V1Av1Uuo+aFy/cEB+vqDga9LZYxk7+p5c79pKTMOW5DsWzBsVhQIgfzy74y+qmvC6p7oO+jgRVZQ0XDp77DJiWlbeFtUiumFl//X6405GBhxQ3E4jdkftz2Afs/1fBXs8eOi1RwZ1JPm3AU0BNCyJYEipgBICdP8rDr2kzN0eRNKGbmp9aefUb0gS9MFx3JXZuPciSnSwxJiokh/4IN90DfmeYJX63zxFDjp7vPmU+LAGDGWNNjfKLdVzKRwLlx07fCgb6RJ3Tactg6O4YLmtoacmydfQ+PqnHBNImHc9Nerz+1H777lX/k4InPE/siUp+y29avgMuoMTkDg65Zh9ThkMuavdhhvQ0jR17pGZmA8PtHew6Vw3eum1NzavfF6rf/GcxJY+AwjI/tqWjHwkRom9TWirLmnsYPvd791ee7d/zruOpcwrM7fZD0QwE9IYTshLAgD/NA/q49YTfteYIv6XmfZfeX+32JrgOHRXN/9BQ8zdwQ0tuRm6GP1vbRxrf8PfMdRWAh3fz4RP3tVW/wjlTMy0+6ldFPrYWNTUxWXnRIWtjLNKxcGf3UWljZxGZAi7Wj7dEfJCYeDmjf/j1zUfD4zz/WicLSt22HpIvXZlCOu848YBlYvuuUKvNhBcpOtbflwz3Q99GdlZqG5bDdr2D8NVr27fuDyWRitjvdSiFJmhNHbiE/57Tb0cp0vAFcRo3GeGlHMb3okHTx2oQVu+UN7NDCxMULeNV8WsT8iAOHDcFZpWwFEKFNak13ew1WRptNsVhZNPzV7LHjEtVtX5t51TNFBVO24Q3ulPYooCeEkK2YMdb8DucDWU/P/MPCgl0AgovmlxcdeXt+kqxJbtfaF9NZr0kxZM9+btfaF9/50mAHQns7PvD3l+B0chS91y6vtTv9bR95Z9+urEjxuujd40XzN8x1zMvnrKxNoqC9h9137HMl0lcjLORIAE7JjX9uIenb/JIy57htYTcqFWW3pmwTWKysEAGAMC8fAERPCPF9pN2vFrDo/Xb8T4BMJgOz3amCv53TNxC0O+z2KQxWa+CauKjE3tJn0e7kRCi/pMzZM1nZVAO4/SPoOVNt9goERUo5sAzkMDsZD/tOJsPapFZM+b5pef6lKzFYVuT1PKi/unewvfosc32Kf+mDOKCAnhBCtqJY2Zh3ZnxGW84s7Zq5O5JX9nEOAHll3sCvh342WisDbJ2/+7qk6hz/VsROfecpeEYkeJRduOyeYmtdI/V2ZATaNQLum1MSiRDR2z6mONGRUs/NwdDRA4cliqXZl5mWlB73l0tFz/40+wPPakpED74yesHjP/+4XARgYXkR2PPniYta8ywAgaDifMLrbSKkb3PklZ6PLqDsVLkcUyPjKDuaw3TNDxJh96uZPX+z69/+j9vrFdukfXP6nSmUSOHc+LBIcmq6dewF39mjqEHXBsCXbg+x8tCZV3aUPZkMbZNaHOuuqWz/2XVu3cajtv1wpKysbHJycgczSxoK6AkhZEtEDbqWzo7Gam9wlxuIGnTn0HeGyUvxaGOpYB73l7mSN36Kue9W2cVr6/R2DLRrBERHStduDkKSjFnvnECYXbCUdYzN+fnrbbirZgVC0bO5a1+aUiOaByBq0PU2AJgx1nQYz7drfwJ4//L7T6XnAzX0HcbNx/Sb6Qu5YduZSOlb0SEpeh/l5UP0BL6+tTvKiW5YWnfmG3fns39m0vMA6rpDe7cwvVkopg+w6OUt6LL636c5p10qKYz70y5MXPzFGBqb2viXwkgjFNATQshWyVrbe1sjjLMBFp+tfjGd9dl+z8u3AaF/JLS3o7/kJtCuEbDcMA8h+81kTDoGdmcV5OKTq2amnObA4UODh21MTA9OGf38+MQHya63Ccd+a3QUEDz+81P+M8mQb5PWtZkGkaERvz+JGzIYlr7NL28bBQCU1/aW+w9jU7bltW3shZC07q9ev/aOzRY5WI/SaTGzKXStUtWYxaDwLWsZM0mVw/EvU8ovbxtN8DdBJAwF9IQQQoD7t+/UsRd8OWnPgzqmn09Yb0fOvi0h7RpX32fbPvJLSN+eqUdrBS8GVt35v9+vra+erE9+wW6EhRxA5JXZ6YkbzVOSnkOs7e/Sy+Uyb4y63KxjZbS5Z7Iy0BfV1tnR9QfmeZNR60V+lOwJEEII4ZXa+urJF4WWqbRehfYocsvO4a9m50tFqkTPJlSxsjHv6/EZ9urM3ZG8hqPFQLGyEQPXAuMjvQ+fqojJPj5JwgTrIYPhufmIh2UGsbbfGlyJpDBYrTabzWazWeMXzcM9YBpwBK7aOju6nFXnzKevmE9f+bhq8dcdxol4PTWJjDL0hBBCtmJo0Jx+G7jU1lefBSf1vjurYGntTxHHkzVFLlGD7txAX9h2xSHjKZEojbIB1qZ3mQ0P1qnSJra2Uby0MPHRLeFTJQ8Xfddn7o7gqfNsrVd+uUo5NsynbfXSAgX0hBBCoojYml1VX322NORAz9kOK6+j/JDNJlWlwvnpiSlgKnx8fCIlOl5HW7CRWgs5om2AheVFh7zFzNngdh2bCTep8CZxVkYv2MtOqXHBygb0ITserDx0Ailx5ptJKKAnhBASRcTW7MEZetF77bKCcWdKxLg74PU8qL8hnwzrcoPgjteBcbIJ0TbAAiamvlaWamP7bP5cPoX18eQeME1WqtvyMRr9gAGHvKWb0vOJRQE9IYSQyCK3ZueqrZcppmxlaRHjhqyLDYyv2/E6k3x49FevX3tnC+UZ0TbAgvt7T6HTE14yFIMZgprTx9PCxEe3pK92R9pJAADzPUyvsGV0c9+9kBiigJ4QQkgk0Vqzcw7Ye6x07ZOrab06luxc6AZYgGf+4Ryqzpl1IgBYGW3uGz0Vo5gelKqPH6bYRhdlh42V0eaeAVSdG+XlFhy8RwE9ISRluIwaVec9byA8rOu2GRQWvXysympQIPwCiat1W7MDUD1TVDBlS8G+7CS1hG6AVQ5Za3tv4PacPMnDrmszNa2xa8hDqfp4WHBMTv9lVvv27/0j0//y2vxLV1qLmVaqi41NvQ1UaZMkFNATQlKJtPXzjVutKQxWCubjb/3W7JSeJ1sVdaMrYUEeIrYJ3SFaKRtb+eVtZn/XJG4f+pXR5t8tNgZ60vNY2w9HysrKJicnkz2RLaOAnhDCO2yG3qKXNV9HpD3hAZhMJuZr97RpcnfxsZsA2n44kqTnf7Q2j0DHm9KfCguWPF9Qep5EF2UDrEjjhQW74jIFKr9JgAXH5LR3dvpfXvuQM/g8k7kniUIBPSEkldg7X5BdZi4KBHVd69bVWMYcJz63acVwuVxAhLS+P6ZPA8xpyevX3kncU0Zrzc7Ytytrfto9lbjpEP4JScnP3B3Ja/i4GED4eNnHcUvuUvlNXHBWPAdl7kmSUEBPCEklmyq58VHolD0q+WWv9+CJz/tj3AGPRG/NDgAQHSnF/I10aG6TGWJ4KrjhQ3G+E1tnA6yWzo7Gam+Mu9ysPytK1ZM0RgE9IYS3xNp+qxYuo+bkLZc2fpucZ6qordl91uYeJWVeZHsSU3sWFu5H2+hK1tre25qACXH4U/Uh4xTikzRAAT0hJJVwSm4ArJ96t+jlzde9AOq6bRTNx0W01uyA+60Od4InQ0gshJzYJLSMjZC4oYCeEJIymIx72Cjb00YResFgtRkSOD2SMi4+djN5i4NJWqFOOCQ9/CjZEyCEEEIISY7Xr71D0TzhYjpXJnsWW0YZekJIynIZNSpnE7fTjcuoUV2+54WvGocKbQjZ2OvX3kmb5q2phe2c6/fjx/dFPm5ze+Ft9bsC7nqAFD8t2UxpE9OZN+Yy5Ns8CugJIanJF7vXBY90lnTZ+hWARS9XaTBMMT0hKeXDo7/i0fnDTtPzCoPNZuDG6zvpk8vMJGIrnmgPyz0s9QuHErYsOySC3/A8IT0ifgroCSEpx2XUvHD5nuBgXd1BzueT69aIXdp6iS2j71LLe6i5DSEkxbiMmr6ifoMCgEWvmdVx0g7Be+H5l/UL6rr96XtuWO+X4pF6itswXo/TNwMJRgE9ISQFKbtt/Qq4jBqT0z8257RLlZf8H42FEqndORdxQylCCNnIDtPznJh7zY3VO2pr1nqHAyF74blu9aDLZlMALqPmpNGl4CYnmE3xtjQ9/z56FP1vVXjEz8cQnwJ6QkjKEUfKu7tmHYAkeMwx64Jio4h+q23pNvxeOLl97mL1SZMe3zKTiKgV47ZtvmaGEzdb9PKxKhObY3cZo90leC887SWJRiZrBiAQHIxJS/51inZI2qOAnhCSzrbxqbbhJ3p6hMJ8TEFxxWP+8fjJbmaeMY+/k17CzpczinhtMuVLNVjGTJDoOOOcvfAsGOnBJZtNzGToY/CkLArrMxMF9IQQfhAXlYSNlRTFoeAmfDlaekTwIaK9qFRo8X7xsZtJCUR2sqIxmp2/ELVanfQAfUt2MtuENZGM4xJScaUSqhdklwWCupBfKO5eeIpC9KhUsstegeCgWg3Mxbh80F+Bk1HCV8RmDgroCSE8EVI0P+e0SyWFyZwQSTfb+z6HkqAZz7/nHSN8h7yIe+FF3EcvlrZRiE8YTCv6ycnJZE9kC2hjKUIIT4grlVJTi94CALDoW0xSZSWtiCWEEEIoQ08I4Quxtn8YGpVMRhtLEbJdK6PNPQPTXi9zTfD4zz/W1eQnd0qEkB2jgJ4QkrLE2n5r+Eh8v6UmJO3lNRjZIH5h4uKFCXl3uSjJU0pPFr285bo3tNN8IlHVTeaggJ4QQgjJdBNDjae/9QIQ/N0/jdbKJoYax0t7W4uBldHm8bzuiofNpkk8nJv2ev1Jff9d9lefp1OCMC6jpsWk7rIZmE7zKrm+KykxPTax2psvXYnIOiigJ4QQQjLJwwHt279nLgoe//nHOhFWRj9Fi/m0DHAP9H00sCJrqGj4dNyGYtmCY1JS2gY8BMpOtbflwz3Q99GdlZqGZeOvfXfBwsTFzpm21uKkvqhUY+nrtKu7+pkIXqy91Dqi6jHqFImvE4xTep53zZfSHgX0hBBCSCbhlNz45NSc2n2x+u1/BiAQFDUCyJFXekYmgPGxPRXtwAogzMsHANETQnwPLCwver8dr/7W9wD7q90opiR9gGvWAamy0H9dXFSC9NnamqL5FEQBPSGEEJLRFiYuXsCr5tMiJkMPABAdki5eG4KzShlxE9P8XXv2V79KlTbRhAbwrlkHEL6VBh9lSDTPu86VFNATQgghGS2/pAw9Z6rNXoGgSCkHloEc5Jer0DFc2RQlZC/W/uNUY/Xbvm45z790hXclNzHfdymouEVRpUZLi76KqZu39HXe83rTIKDPkGiejyigJ4SQqNJ1m1iSuXJqunWRBttrQgdXHjrzyo7msAfU+obLa9vYC73m2tA78UXMK8vDTg8UBmsX5C0y39awn59wqJyxfUpCOCigJ4QQQkiQhYmLvxhDY1MbtajfAYXBavXtDOsyauzqpuQ0uYkZSs+nMgroCSGEEMJaGW3umaxsahstZ667B/rOfPiXQEfLpE6OP1xGjWpEOcxsf+cynuxE6zDP43mS0iigJ4QQQgjDPWAacKCwkr0+MXSmV9hi1jEdLc80T5yjhbCbItb2dzllL8guA0ijna39HespVZ9qKKAnhJCEOHD40GcVWew1z9kO61Ayp0NIuIWJj24Jnyp5uOi7vjL6qbWwsYnJyosOSQt77daF8hqqw9kUhcFmM8TkkSx6zayuXysOTvy7jJqTuJTAEwXuwgPumoF0De751eiGAnpCCEkUyw3zW3YAEEjlk417/9T74H6yp0SI38roBXvZKTUuWNmAPmixrPuOfa5E+ipF84lXKMHYHCCG69ZIibpk5JZLqxVjzgmlLllpf39wH/NmQWR7fpTsCRBCSObx2p2fQPicEIDovfbqb9qrv2k/9KYQAuHe6/UiASCQyr9p3HsAEEjl1w9nC4IPA0TvtcuZBiMHDh96T5rUF0PSg3vANFmpjph9dw/0NVa//eteNJyieptkEFcqHWMWAHNOSHRVJSO3XIBlzKGsFAOw6OUymUwmk8n1FgCAy6iRy2QyuVyv12uMLkQ4xmXUaDQauVwmk8l9hwSOYQbYQ3wPSlIcBfSEEJIEq84lAKitl+GG+ckO85MdNqjlKo/7y1yRClCVZs0jax+gKs368rtVVfBhtXBfGc86IgWQ/dz+tZv2JL8Ywn8LEx/dkr7akBPxRlGDrtd8+sqoYvEXHcaJBM+MABAXlThmXb4YvlAC5xxcs46SIjHgMvagy2az2Wyftzp6jC64jCdHlMM2m81qrQKTRrfoW3zH2LrQwkboyktWq832eSuY84PAMZdwkjnGXtJkZRrpk5RHJTeEEJIE2ZLcNacnW5ILxYvV37zIDK59Ilz9YjrrNWn2HDy/mRYekYqQ67niyX4u9DAMf+cpeEYkgOiVJXdZ8l4GSQ9MsY1uo+x7sbIx78z4jLacb3tI8Z+iqmRszuJ0KHViiCuVjj7LHEqqtADE2ksSjUzWDEAgONgKzDntJVVi373UPbOAa9ahrjIgMORCIVBSJAaYPW2ZY7zXr8uu+57v4AkXAKmkcJ05McU26VpAzzsU0BNCSMIJpJJXltxlWFUtrX1iuvO+h3MTPAVqGaZtH3yHI8+IMO2cwuq+sMMA95e5kndLsz75yu1N9PRJ4vm7iyAOIdSCY3L6L7Pat3/vH5n+l9fmX7rSCmPN73C+XevrYAnP/MPYPjPZrEKJ42QPSprEAMSVSpzscSgvgV0Za7Oxi2SBQonUMeuCQgxYxkyQ6CAuKjGNWQwKBQDLmKmkKsJSXXFRycETQStsXcaok6FQPgVRQE8ISQlqtTrmezduYw7xfQJOlt1ztsPtBYYGne+1V38D/6B1yOP+EkWFj1a9niyUCueurkY+DKsf/BGTT3uueCI9E0krr197J6TBSGxjqfzyNjMbs/v70DfkAAhOyc/cHclr+JjS88kgrlSi01nFlL+Ii2CH8hIb3KtUsstegeCgWg3MQau9pNQwI3W+/9IUhq4xuUzmBSCo67YqAFfYTOBFtQAAIABJREFUEygMTewxAOq6beEbCjPW+/VbGW3uGZj2egHsrz7fXS7CymjzeF73drcvWJi4eG1XWyv9ym0CBfSEkCRjwmiTyeS/kMQ5RByPjfu37zx5O3zY/VaHO3hk9f1ec9hN4YehdHfW/LRzKmYTTF3B7fksenkLuqwG6OVjVZsu8LXo5S0maetwk1MVdi+XUdNX1J+qpcJJPdEVNejODfQ1Vv/WC0Dw+M8/1lHPyiQRa/ut/isKg1XBGddyD/TV0PeLAYtejiKD7w5BLTTF2n6D/7H6FYh0jKK/f2tTtHX2TFY29XbngNm1oHNXb+uurT0E2TYK6AkhycRNzDMXEhzWJ/EsYiey32wsfwWzL/euZli9jUUvH6uyMsFMIKbZxP3GTOouJo7fwr1SFHP2G6+Ch6BWlWBWxDbE5ZlIXIjZDD2Agyc+j00nfI5ov34LE8POqldbfeuqRQ26XgBYAXC3s6PrD16v/4RwYqjx9LeBLP7CxMULdjge7jnfrgV7E3db4oWJi794pBqtlYXcEWEPFevXyicU0BNCkiZimY0/VZ+AZ0fKhPKi99plvjhzafblQH/6aOOr7/ea30/0JJPOEpSTZ6+5jJqTI7Db73m9goMnhvu1YriMGtXle0zJgUOi6y/qa7nu9Zrk6LJWjTH3suhlzdcB1HXbDIUAxvTyluuBR4BFL2++7guJ+rVi9klKulKj6Qf3z4RKmUkwNmnvMmpUvsgegP93O34kuyKF1FZUtPe2wj3Q99GdlZqGZeOv0WI+LQOwMHGxc6btKOAQqkZ1MswYa9ibJoYaO2d6jwJYHr3wSDVaK8NM6B1bEToS81fEo72lKKAnhCRHKhTNJ30CDNF77ZK5q+a3PABQW1/9Wf1q2aDbG3U8M93Syy9f99ZVRbxRecnaL4bLqDl5y6WtvMUtOXBAB4Whq87EnAtYxgAAljHHic9tWjFcLhcAmFBltRrYR9DOMS38FABcRo3e0q9jWvj1bzGYj+denhF39qHgngTMOe3qLlsczkAjJunzd+1xLrtRzMb0K7YJyMoByH9WDgCiJ4T4HlhYXvR+O179re+o/dVuACW7hQAWlheVpb7yofLSpz5ddgP4g/n3gr/7J0S64wIiPJTPgcOHPtvljPQfpui9xuwrkTb1E0jlk6Vu3v4fSwE9ISQTpcLphM+BwxLFUmBt69CgeWjd8cxk73Q2WW0Gl1GjtyjCIpTgBnzhbfvCKXTKHpX8std78MTn/ZWAmlltuP0WfkkUsl4WwWG9vz1OusX6LqNG1XnPG/gWZav3TuF1E7FhGTOpIzW0iZfin0l+99FACbOc2j1g6rolPVdeEnpU/q49+6tf5ZbHLEwEbhqZsrUWywBMTH0tKdViGc+/dKVi6uLAiqwh7I6YCR15fc53QfRaxZplSvKG0P3+ptsGeO3WJ3m8pwcF9ISQJEiheDrp9u3Kmp92h69tjTaemaStOgUAsba/Sq8xFq4bvoW37YuAqUpgMvKVYTdupYXfVvmLeQR13VaDAmEFQlpx2DERyooi4y5EiTaSFix61Yhy2NovBvMG6otSoxYqhbhmHVKHQy5r9iLW9TZRlnDIWpseNvc0fhjU5SbsqGLtP041Vr/tS4M//9KVo5ybzrM3Cf7un0aLsbAMAOUVZc2m0UO60Du2hj2U73EEUlHBuLP+kWTyGdEHvow7W7445bFgDdwRwHLD/Jbdn6Ffe6NR9iyyCpZsvMrWU0BPCEm0pEfzm58A881y2w9H4jeZbEkusJz1RmP5K7kAgCnmUyTaeMZTGJrG5BrjcH9RtCPE4W37wvgj5rpumxhh0fqmW/htmSVQzGPRy/UWq242tECI3fuTifVPGl0KLRBSVrR+aJb2Z8suY4+j9ZLB9yb4+r9w1zkgeAkEwhZFsI+jUTmb0vRUYM5pt6OV+dUCXEaNxhin6q+A0BXVQE5Nd63vYnltG3uh11zLOaa4rRuIeFN+eVsrANR06wAgP+SOYce//g0AZL/xNH7Tu+qF85OnJSq4h/x7cjNR+9O4Ahw4LPGNCPcOqvcesD/gZE+y5v9oruNZtp4CekIISbaCCgmump9ka+Un61E2uBZlPBNjerE2qH8e27LP909YA75Ibfv8bf4Cd+Z06ItHC7/IwvfsjFAgFLb3JxBaVkR870cw3zoHi14evATCgAiLIjBrPJm20TwAhcEa6HMJcVGJvaXPot35y41jh6WYEEglr+QK0V59FgAwfzh7+DYkuZ6bdgDw2t2Wp7MB3L9tm2tkNwZZCvmbWpt7lMAZxwYF9ISQhOJRej5x5sdtH7CFnsNfzR47LlLBGWXcneBK+gOHD31WkcVeW/vk6p33PeutHovFwrK2H47s5McU77Z9OxG+Z2chQguEwvf+jAnuXrN8Jy4qYd80AIDLYoGikF3nEL4EwoUIiyKuX74sqOtGaoh/TVShRApnnJ8jJahKhUwJDQCm5YDqttW5JDwixZAdAmF2AQBkv9kog8n8pIfJ0CdzwjFCAT0hJHE2GaUxhS4pF3bHx6pzCc9uYTwJ5scn6m+veuH7bvqL3gfrVPanxMIy/1474dXVFqY9JQIl7HFm73xBdpm5KKjrthrC9uxUhBYIhe/9icIYTCSls6qszZ51KKpKWk4aK5kKEpfxZMuIcvgSe2P4EghYIiyKqOu2VY1pjC5FnMtQNivG/+OxG7Cxv+JzTnts1nXHaBsEG9OcHoBAUHG+XVsePs5pRb9p+/Yey51tD/wX5L45JTt2OLt+0HakvfqbF4GltXl4gNUvpvHZ8epXACx5LMA+gOcLliigJ4SkojjF9Kl4njD81eyx4xLVbSuTelc9U1QwZRsGEG08qcLW6UZbWOYuPXyoYz8KcrMQOCXwH+zL9MeXb7FpXdBIi8nXyM9l1Kjk+ji3lQ/bxRNhxTyRCoTC7xWhKCizKQzDsxqV/DKny01g4XLYEghDlEURCp2yx39ekGYUulapiv02CLCMmaTK4Ri9zh3H9LbOji5n1TlzuQjMvlEdxvPt2nK4B/q6RuQt5loZs9ds88S5LW4X9acHdb1BA2x/sNXQzbbDt+5mkxHv997hjPKlFT0F9ISQBNlqMJ0peXqv50H91b2DbMVnYPFrtPGEK6gon6xgr0ytAqv+m9ZdWAZM28p6VyHcO6gWld5e3ceuSwOy32yU1/Za41Y+5DJqXrh8T3Cwru4g5/fH0tdpV3f54mGx9lLriKrHqEtygjaVC4RSWtjJEnepRegSiEiLIgwAoI3N2ohUJNb2d+nlcpk39l1uwNnabDth/czdETx1no3U88tVyrHh71eAHM/8QygVTFZedEha2PvIA2T0/q+bRwE9ISTutr0na2xj+tQ9PfB6HtR1PNj8eIL5S24A0XvtIhXc/i8K1l1YhvlHq14AntV5ZDP9fBQvsgdj7RMhEL8kvbLb1q+Ay6gx+euGXbMOSJWF/kPERSWwO+eAJKdnI6XxCYkBhcFqjd8por8j6pZj+mLtaDvn6spDJ1AAAMKCPPT6WtG779jnSqTC2M03zVFATwiJo22H8n6Zkqfnpy0tLFt1Lq19Yop/pQ0AiCP1dQwN4F2zDiBs35vE4JTyC+o4dT++MiEkrMSfpAb+/ke34/Ib94BpwCFv6c4BIGrQ9T4x5Gst//xLV7qLdzy/2vrqs6UhY56zHdYhZlHQ8aICIEFFgPFFAT0hJI5i8vnk/253J4/G0w/LlMAtubHcMA8BAt+1rS0sGxp0vtde/Y3vmu8zNZEUVWq0tOirmEDZ0td5z+tNRkBv0ctbHK3DNi27KxJby2/RqzpLumz9vhJ/jTG2VRLpLdo5UrRxEhs7jeb7zvQKW9jFr2xt/WkRgImhxpqplq2viw0WvMe26L12WcG4c5iN5udvmOuYlT/HD4HfMT0F9IQQHuDudklxeULdD186xmllE+FWzk1v+Ybcb/W6fRdC1qUlmMJg7YK8RebbUurzEw5VEhr5WcZMUHexkbpY26Tu7Jl1QQFjj0naOuwr8a9USjtHNtxCijCinSNFPXciMbGjaH5ltLlnAFXnRv3LXmfujuQ1fMxeLa9oKOkZHqiQNeTEYq4Aautliilb2e1VL3Dgp8KCJV8/HK/dera0+thPsz/wrPJ2ow8K6AkhvLHtsJ7S84TFqSp2GTV2dVPig7vgDX+Yyh8JQmrpXbdG7FLlJYrmNyXaOdJclHF+vq0Re9Xz9X+2GWPN7xYbm3pjFqxvSCDce6x07ZOrvtYC+3ZlcXt2/Wl5rWBXFnfFPwcvGt1QQE8I4ZmthvXx37GF8ITLqFGNKIf9zcs7webDkzmnk512dVc/t0O6RnX5nldw8MQwZec3Kdo5UrTxjWzvP42d/1ez/iOE58Ljt1nYZpIg20/Pr4w2/26xsaktNJov/pnyd10XJuRMq8qJ8QFHXsOpWEX8TOdfdqu+bEkusBx8RG52Kdz3Y/R0CUcBPSGElzYT1lOJThyts9SM25weS7Mv9z5Ikc9Isba/yylj93limpcndUIuo0bVWRJSA8Im6i16OdWHbEf4OdL645G1/XAk9lPbiouP3dwwXP7w6K9i/vWjvxll/L7YXHBMTntnp//ltQ85g8+/dKW1WNba3tLZcaba7AUgePznH+tq8mPylCHp+XREAT0hhMe4YT04sTuF8nEXbakZs9f63FXzWx4AqK2v/qx+NVkd9CHW9luDBhQGmy01Wr27jBpVJ1qHrdFOKkI2BiKbEvEcaZ1xErClvvI7qZ7PL28zl0e7Udba3tu6vcddR+lPhQVLni8Ca14jbcW9tMrnzWIpoCeE8F5IHA8K5RMsaKnZYYliyXOF/eAMjvuJj2+tZnAwb9HLW8AJOeec9kj3JdFEO0fa8NyJz7aUSt9SSQ/zyOscv/mCnx20wYmRkIp5hBXN79uVNb+8lpS5xQgF9ISQ9EFxfBKsv9SMhHMZNS2O1vCOlCEpectYoOcN2VDEc6R1xjPM9nZ1jUkgHr9C/80THSnF/I2gDjZT33nmj8velbrfskMglZ8tXfvkKn9b3IACekIIITsSaalZ1huN5a/kAgCmbEmrt0lRrlsj97z37rGl/Iy6bptBIdb2Dxs1clmzF4Dg4AnqQr9Z0c6Roo2nl/WT9NsL5dPP2tyjoOtez4P6qxg8zuxdTRtLEUJI+rv42M1kTyFVRVxqVlAhwVXzk2wN/WQ9KKbnEGv7bdp1brRGvZFEEe0cSTcb7dwp0TOMN395DDesp1DeL/IOGF7Pg7qOB4mfTXxQQE8IIRtIer+LRNra2UvYUjMAmB/3J+wx/NXsseMiFdxUSU/iJuo5kmKdc6d0wwTu3Kp3CuVjKPVb0VNATwghZLvCKuYj9Y4ghCQIBfEZ6/9n7/2D2rzvfc+3zrnn3M6BPafH2BIxqQA5YIgsZaZmZ2WTKmBEj7KFWQtoE3bTqAnXUXyh8bp46sU4xtiWuc6GepJCHeEljRzP4KZgeQYy4QZhE6UEzVySmUhWjcEWoAZqiR839y66c7bdu9o/nke/JRCg3/68pjN9nu/zfb7Pl1ig9/P5fr7vz98kegIEQRBEqsI7VIT5Jb+dZEOfz6JUUOU+rfpBfu6UfSgBcyMIgnh8oAg9QRAEsXVCbjXbM9AqO8uc06ZYgiCImEOCniAIgtgij8NWM4IgiOSHUm4IgiAIgiAIIoWhCD1BEARBEETSEVySifa8EuGgCD1BEMR66HQ68qEn0pzVkcbekQW/JnOnWmvc4nDbuZdgafn2UMD/Ej0jIqkhQU8QREwoKSkJrFxo09aLxSI34jZDNJ9n09aLxfVam7fF0OZuMLSxDws+IAgiJKLmVqUk0ZMgiOSBsaJP9CzCQik3BEHEEUWXu0ijTVt/UmuTRrMku1BRONxrULIPMIxOC4XMBWm7Ke0qQxJEbDF3qr8qbVVKVkcadZN4NHff5eI88eMPGipzgAVjh1I/C4Bp+dOg6vTXLgCcZ34+Ui3yjhHqXoIgYgFF6AmCSDCGNrF/zN6mrReLRCKxuK2tjY25e/ow5zZtfX19vTgwyi6okE+PuscYFRyVe58QJh5vaGOGpXA9QYSn5FSrRn/6vAqTE6vA6shFS4n2dI/+dM8HwsmLvR1vokl/ukd/uuc8ujpn1r2XIIjYQIKeIIg4omtyZ9z8qLPwqJIPGNqa0GU2m81mcxea2gywaU8Oy4fMZrPJVAEmZ8enzyWcZMS3pfCoydQeEHjPK2cVve2OVVCet+F0DKPTJz42m83mhjzbhp0J4jGFm50DALwnuQCAlUUIxUysPUfSckoIeREblZcUHbSu2Ne7lyCI2EApNwRBxBE25cbQVj/b0C4FYJudVlS0MxelFYors7Y5q6Wwgu9tAGyz066bN0U32TH2nbABEAryQozPL5dP9xqQN2sVlCtxZ6PpSBvkV6rEb7tc+0583KeMxg9IREYk+4wVCkUcZrJ9UmWeUSNrNwymBUllDoAZrVI/y3nG3FwgAmCc+kJQpAQciZ5iNOBw9wwcyc9lTtj6aJnHVAKrxjS4hdGE4skiOxVZI2IGCXqCIOKPtP3oqLjNYGqX8vMLdaOGdqkUgGFUV1jRngfh9KwNUj5gGNVB0AB+fuG+E5f6fNLtbdpwI/PL5dO92jsQlEekz/nKPpMSNm39yTs2ZTTz+YkNSQ/Xjo7v3k4JJ8FgA8RAHvUrL/yeOeQ88/OR6vA9d1SeEnYwnTmc0gunezCokl1w59AXRGnGCeaH4skjOKvWM9q9ulY2WYuSAWdC59Ty7aHXb7yVEp+3hPD6jbdi/VeF2Rc7OTkZ06dsDRL0BEEkAml716i4XjvUp2zvGhWLRC4AnJpukxSQXpLXV4nednE4NWzoU9p+1N0HQE23uSH8wPxy+XTVsHxICWycRWNoEzfedDFjkponHl92VHa3Vga0NbeK2EtucS+pbmEOciQtel8HnGqN3u8FQLTOvanBD3+Qce3qhCcSPzhgFKhEb3DNAIDMYypJ3h/0PbsOvJbllBZxAee1q9a8IyIpMD9urB1bKyo78NrSxHELAN5lVWaP5uGUeyhv4H/KYdjp7NE8vAfe5VaRFACc165OvOMAQrRExOpI45V+VJzrlvDYlhlt5UeLqqMtdTvWu2/B2HEjq6U5TV7GHlNI0BMEES/4yr5275nHekbabjL7tLM59H18wNAmRn57iD6Q9vUFD97nPjAp/Zt8H+V/EDBsfCguO3C9NANAxN/WvGNlznfH1mixniDiwlO5fOeUX8remnUZAgCAoEyU9wf9cQuKyyCFvURtglA8eYR3Vq0/Dt7lVkHVmOlB2JEz31BwP7uqf8cBjlA8+Sx6gOpaEW7p91sAZB5Tias1JgS1RJ7kk31QYBk2SljLUePUYmH25n9+IgUhQU8QRHLBV7IRegD7Tnwcf70dWzhC8fW9jpfUD++xsTqxVb3BtzVHyHsO1nfjNEGCIP7P/yX7v8KGQe+6XaZgJ3PAfbkUhltsq2HK7gI4S875qbWhiEbOyNvpvO0AAJfFbng2kxlZelj25WGmg/MaNxOBLZvZlrC7VDg5PgNJAbA6Mr6rqtwxBACrI43j2d3VIgDGwY5vSlvqVrSy340DeP6FnhcBAAvGjp8tVY1Ui4yBPqT2/t4z7/3ZxeGUysWLuaUtdTvg6bNXdp5ZEAhuIeIJCXqCIJINb4w9/ch849mMazrTPQCAy/GwRg0AxUEL9E/Vys4WAXCcVdsPHebmgvurJf1xS8BCfOYxleg5ZOQum6O32a7l20Md372dHgnuRPRZHWm8MlnuSeFYHWm80n/fxX740sds/q9/tb2oEU+5X7arayUvL5tLHHiD+ZVU7Sm2PFx/hNxdmRysQciTwtnjbXbOLWcIuIADHPbSmnXZeU3nt1JXHdSyGb5XWGIdN6NAtDC9mFsohiV0N+PU4uv/vqduBxZW7VgBVkYuLlWNVIswo30TTfrTjPRXdc5oXlx5/47wnL6BB5g71YsohW+fBWNH50xLM4JaKIEnvpCgJwgihbBp66usR33tKm3a+qq377pT8AN9LJMRpzWCHJtDO2dfUj+8h8xi7trQLd7ALusvLMFL81YgY/4P+pow39gEEWXs/br+aeSVexpWFqfFTXrfYlJpwl/frPjf/6/3NbKzzKnb5QYAYO+5L1CX2VvD3z31RweOSCZLgSmHf42LtXd1joEjspfhvTQ4YL3cKvuS7eA4qzaFaNnM3HeIyx3DRnC/Wdp9QIKJML0kpSWNV1TvuVx7ZedPAZ/of8955ucAFlYW5UVsREVSdPDDFfufluYERUzEXVQqHvoGWFhZdH09LvuaHWqvzL6AwBYUxDxIH7zVO8A+KxaBiaTdF0uCniCIVIHV7jU+TYa2qs7CLnOflLlarx3qS26vmjWrOz7HUCzkwWIP6mbvuS+43prPROLd2+mCl+YBOOeW4jFvIgyPlfHIgvH9O9yDhY8WPS3GqS884i/tePCwRh0Qhl97R2MCgLGJGgCYOA6AWWobYDrYj6vtAOAIutdiYl/FfXPoi9Z+4XuXl+CWzcA7IFy8YTRhl7jOt9nxaAGiHJjHTcgtde+EXh1p1Jn+JMTzL/SUTnX0r4rqsnYPT/n5kH4PedYVRqCz9+Zk7d4re9Uvr2YmqCU8G3suRcaGv3dReVCqLFeSoCcIIgWwaet/9PZdzr6amn0639YrOmHzEBOV55fLhZ3DSe8+OTTlnFTs+VTD5tCrD3M/W7J/GrRAf29sYv8YissOqJ/OfJeV7MFL85nHEvRTEI8hqyMXLSWnFLho8gh6+zeOPKtDJfudC+mUbxNLfCL0cF67GiNb+pzCEuuVyfKjlYD7vWCHuBxnlBd+z+GUysWAT8r78y/0fG9lEkzMXjdyoEF5fsrfh7Tg1fLeMzK9y3MvCpQ/dfdhRmgO0eKdT4CwjtsLcFQeFK3Xj1hDgp4giJRA3m3uk8KmrddZPW1+yfa2O8MWofxSUqt5AC6L6aVdB6635gPwuNxwELBA78mVd5xVr0GI3FLJAIy1A9Zf+S3EW0M/gyCijr1fN1muaMnBiE+jY/7RHCqY7GpgdaSxd+TUY6vpfdyrALd/pStku/phjByrdlR2N7gPWB9SXl1Di/tA4xew9zUbLWhpBgD29hx/H9IFo28OPZ6sBgBJoFdpiBYPKb2EFTz55JT4JOgJgkgB+OvF3dlUHM6+E0PJHZ1nYaLvvriCFuj9FtzZxXoAa4EL8ZpwCbIEEUUWjO/fEb7avQNY9W0WNbdqvGc7sgWPum7MVD6muyGfysow3NIfD9rQEq49dciRsBF6AHtl55sTPR8iJCToCYJIddyBekObWNzWlRIbYwkihWCSbRo2TI/m5mZjfttPU7D15FIM3qEix+2ByNuTBtaSEl6TSn9YXyONft3SVETCIUFPEES6IG1oFlaNGtqlqajow63Xc4TiycNcpjHF43xEirIwPXn/z7PKC7/3tNz/zWvzL/Q0Q1v5Ec63Kt1FYx3zj/Jys7b7uCTZgxjgl7IBHG5m7nLGK62yswB8f3/DtCcNxsEzGm6TvoE1m280nvPf2Brka0QA7734yyQ0uiFBTxBEymJoEzfBJyQ/Z01duRtyXZ7D3TNwmMu0c7h7Bo4cOLa0ZXdqgtgaOZIWvVuz+/vQy1XZZ8ZnlBImx2bmq+Hskg8e0zjurozcnbh2Vc/8ehaXHRgoM9eOrYVrTxJNvzryoSlPdZSJyvMOCPM0FtOCxLsLItjXiEhaSNATBJGyBITkDaNez5tUI8y6/K6MXDh+awEAl8P+2XJ+3q7N1IwkiJjCq2to6lSrZK7H3uXG5d3oAgBTS87cw4KqMdNguPb4TzEU3r2zAOwTlrlC4avef8EQvkZE8kKCniCI1IWv7BvS1otFjS4AnH0nkt2FPhxh1+WXnPPIPyTEoAUcLu+5nc7PyHU+yfHJSOaUMukoC8aOG1mewpnmTvVXpd40FR9WRxrHs7uTvEiTnwQEsy+WdkkGseScR8Ym2hML+6HlPPHjD7z5NiF9jYjkhQQ9QRApBF/ZZwpuSf3CNuHW5R0Pa9Rrl1uZYlKOs+qJJAnsxQ2frQWsxee24V1WZfZoHk4JxZNF9pKBqBqBmzvVXfiJRs+moGgr1drzrcrvRfEJRHJSXSs7C7P347QrI3fZ+SB8e3LhdrR0f2IlYX2NiOSFBD1BEESiCbdePyQUTx7OuHZVf9wBgHe5VXbocdoXyxGKr+91vKRmi3ANHBFb1VHLVQj4bx4VZr6yVpzr9pg2Fig/qOi4aLSfAgAsGDt+tlQ14mPU7ans4+Mu8lWnuusTl8uTvhLYZ3WkcXxRYPriE5drr+z8T5fOnP46fGcibgx9PvvKEV4V7Mzns6qIO3/fOAVMhWkPRfA23HjvDy6Q7/i3Zy712nl/95+/cYD7pPb1OeAv//lv8Y9xnQaxJUjQEwRBJBvudfmqIu78uPFdNixt7xkXXH92T7Hl4b2Ezi5eZL7xbMY1nYn5YV2OhzVqpt1TdYu1/SkuO6Dei9ydGfBmKwX28d415TDACcY+iI3QRzJgJCysLAqy/Lwdc7J2YwUAsDJycalqpFoEmNlrqyMfokl/mnEXeb9/VVQHwITSVk0z7P2970+sVtataN9k+8A4qOqc0TRnefqYO9Vnxn+i0VfDOKi6MVPZnBU04GO6PzURuBwPa2+JJ4Oz5sK1hyZAwYd02olmVSOn/eEjZO/hubOAnMX/D+A89D//f7pT/7pke7Di7rfC+hrFq8LAgrFDqZ9ljp+P43OBSDPfktDohgQ9QRBEogm3Lv9UQmeVBDitQTk2xWUC3NLvZ2x/FHuKLQ8B4L65RLMG7p4BBa9obA1BfZ6qFbEtQvHks+jZ5ICRvUHlZO22rthR4NX0CyvsbsJP9L/nPPNzv947Kk/t6pBd+DUADidfxTSKvy8BAN6TXHwDLKwsyovYhDJJ0cFDmJiUAAAgAElEQVQPV+zI8vTh5mYffLJgowGJuBFuzWcba0Exj9Bz/st//DcfLTrqX/l7AMBfxv7dv8lV/1vwXIre77BdOv5h4G//9I9uX6O4sDpy0VKiPd2SAwD2/t6O/qw4Pj1lIUFPEERMmJycLCkp0el0iZ5IKhB2vX7Kcfaw6I0/MrnjvNdKM+bH7WHW69OPNetyhoDrdfUpFvJgsd8bM8+pmE0FwDIbxJtfYqKha/PIBBDUJ1Ow03GbMQuy2A3PZvo+JpIBI6Tg+4KPznRmaZrdOfQ/G919vpUHI55/oad0qsM3ar5g7LiIV/WneUxAPeR4OVm7h6fMzQUiAMapLwRF6+0WiWRAYlOsb0WfJH7528L1T//y3Z/8x2+vNvxXFwDO30nU3xXzksFS89HkxGpl3Q4AvLqGFqbNk1G2V3aeMctnWjicUrl4Mbe0pQ7e4LpxsOOb0pa6HYF5aMZB1XiRprnAG4mPJPMtJSBBTxAEsQE6nU6hUMTw+zvser3FVALx5BHZywHtMWdzVXVixNCUc1Kx51MNm0OvPsz9bMn5Q4UIOv1+BxNQD3lf5jFVQJ816zLXbRaUmbtB520gam4919+rkv3O3+UGACApLWnUjRxoyGa65hSW4MoZmd7F4eTLxcAKEFySqUB5fkolu+BWGwXr7VAMMSAFNbfB+r/vSfELEhVc//Qv/3TkX7ynQR3+/p+7W38ZzxlhR2V3a7bXDpXR2TPe9LMFY0fnTEszPC3mTvUiSkMNNROUtFZa9+G4GQWihelJQVFLRJlvKfJ7RIKeIAgiCYjBev12eO/F2H6FR5QH7LKYXtp14HprPgCPy03xfVxn3nCWHQbgKSDIM2Tt06A+gwPmQ4xZ0LJz3s/JP0TnbZmQuA1DfMiRtDQDQGV3AwA0t4qAYP9HAJXd7i2zkuoW94FG77OPFjs8fXh1DUpPHwlze+CABJF43nvxl6/feGuTf1K8dqjGQVWj8dwpLLq+Hpd9zV7eK7MvwJOQJioVD30TapQQSWsF4nLHsBEYH91d2gpg48y3VIEEPUEQBJGs3Bub2D+2QQvGJo6zR/bjGjvTEtgH9uNqu1+D+00pogEJgogXM9pKw27fXBdBFi8Hu/fKXu2W+Gw6n/EkpNm/8byjOx4tQJQD87gJuaWhk9YOCBdvDMJaIW9Or0Q1EvQEQRAEQRBErNhckL5A+cFKh/LC75mzvbLz3QUAlD91p5+Btb5hE9I4nPzCbJQD2CEuxxnlhd9zOKVyMTtUYNIakCOpgnqo/CgPEWa+pQgk6AmCIIg0wWtAieXZlzSsvyeHu2fgSH4uEL3qVNFndaTxymSQl4i9v/fMvFQTV9u+5MfnHxSYYuyhMo+pBFaNp0wB73KrSOrzGQhFwC1E8pAjadEH1VIOTD/zaTEOdnwDhEx4C74Lq4+s2SUvMr9okWW+hSTZnCv/JtETIAiCIIgowLvcKpi7qt+v1u9X688u51+v5XHc4m/+ln6/Wl9yy/nykQPHuImeaTD2fl3/dHBj75n3/pwMniPJBEconjyS8Vu1+x8aoslaHiewD086ZS5ZT80TcYYJ0id6FlgwdlRemSxXpIx3TeRQhJ4giDRHodimdQmRChSXCaTLjh539H1wQM9EXouf5uYuz7aynpWms0WyV57OfNcRH7OgCFkwvn+He7Dw0aJPS4dSP8t5ovT5J75I4MSSkaqijGtXJzxh9cEBo0AleoPL1OvKPKaS5P3BjMNcgDtZi5dWBK8tTbCVxVSZPZqHT9XKzhYBcJxVW31u0R+3eJZ3PMs4wS3EdtjS7tiIkFS/2t+rkv05uEyymTGg9LTnSFpGgmL/6QEJeoIg0p/tO06mj0tduvJUVsb8/RAm/QHtD1acuVkZwFpcJ7cuqyMXLSWnFLhoWvRpLblwukUCe3/vF/MJm1kykinYGVBubM26DAEAQFAmyvuD/rgFHPCYMsBFZQL/23mHds6+pH54D5nFXAh8bql2lx4DMo+pxNUaE4JaYpac8/j8eYmRpjcOntFwm/QNjPvkmUbjuW4Js8+1a1jcpK8OaE9PSNATBEEQKU+mYCewkvGGSvLyTgDe1GrBTmDFv+/OzCLYkyUZw96vmyxXtORgxLc1R5KGKQFRIbDcGPtPDwDcl0thuLX+7fae+4LrrfmA89pVs88tmYKdkB521xeD8xo3E4EtQJSD9B4dnw41qiIm+pp+deRDU57qKBOV5x0Q5mkspgVJZQ4c848gl/q0LzkAEvQEQRAEkczklgpwVb/fAQDVtbLJWpQMOBM9qfVZML5/R/hq9471KkYRfgxNOSePiK1qNl5eXSt5edlc4sAbcJxV2w+p9hRbHvou1OTuyuRgDUKeFM4et0tpcdkB9dMZn/ncYl12XtP55dVUB7XEgMdKynvw5NNHR9b7bWy1T1jmCoWv5gAANzcbGre15YRlrlCYhPtnogYJeoIgCCItmB83v+uWX0Ofz75yhFcFk3UZzwX0W14LzsxJCEyyTUPahgxjgstiKlnaM+Auq+xZigHABODVZfbaJbbz1B8dOCKZLAWmHAbAJy3ecVbtFOz1uWXA+qtW2ZfsfY6zatPggPVyQIt3Fi3fHur47u3HU45vH0+E3rNNNhrKnt1Eznnixx+weTW8ugbNk4OsbeXzL/R0p7VbFAl6giAIIuVZCyHcAQQlzT+VlTG/kiRh+4Xpyft/nvX4bQO4/5vX5l/oIZPKDXA5Htao/50n7/yfAABaRl6PTdQAgLu+suNhjfqh771+9cU0JsBzy1pg6bHgYmREFPDNt/EcRCNg7/asnNFWqrXnW5USmDvVXdaKc/rTPADGQVXlVJPPftkokFTOlSToCYIgIuLx2biWkgx9PvvKEUHVGBtGrfpBfu6UeQjAHx3zR0S/EtqPW8ARis8WOa9dTRKLGz+z7dA+9MR6+Oq/ZLBE3ArFZQeul8LXRae6VnZ2ZwgHfY5QzOz0DfXp5R0rc747tsEHu7jsgNvzJ1GEy573DdhvN1pfIFdlnxmfUUrw1XB2nTtaD0lpXeGVof5SUbr+ipGgJwiCiAidTpfoKcSJlDT6dDke1l4NzsQAHA9rr2LgCLO78XH2H0xVyet+lw7Ib2n59tAGeyuLyw5cL83wnM6PG2tZyRu6AFmimJ9yPvcD3rusUucd2uncrLERR8h7DtZ3YzC3qLLhXliPrN+cpp/RVn6E861K99uxY/7R1ieZupCgJwiCINICV1B+xfrtSUWIipVgsgii9YRY+H9HneC3jo7v3g7It2aU/cYrZk9lZRhu6YMC0mwBsuPuzdPXa9fChL1jCpuC/wSAFftne3lVsA8CxWW8uT84cp9l+mQec7s2zY8bPRsDissOqPcid2cG2z6W8avD3Fxwf7Xk66YP5mev9vrumx4AKBJ/eZgLv9ebZGPTW2Y9IXkmV23mq+Hsug8KAHxf/lHXRaOYsao0jvdPZ9edStPwPEjQEwRBEASRtHgi8ZvNt+YdKnLcHghsDVeALKE4P72f8ZoQg5bMH2Y5P/0juxukuEz03H1jiWbNhcxjKtEb8Nn7cd9colkDd8+Aglc09vAXt3gDu6y/8HPT511uFVdb7L6++wCksJeoTe4b1+K4NLGpuPsmM3B4dQ3n+ntVst+5AHCe+PEHDYzrq6i5talTfUamD2hPT0jQEwSRbqRkxghBEJERkS7kcDNzlzNecadgeQLS4QqQJZapPzpyf8DjLGXmrdin3E7pT2Xhs8+ZIPraO5oJjlD8chbbf35pzQXAsTbP2vswZAp2Om6zKxL221MCAdfXd3/iU8AwZQ91Y3KymQwc947YQETNrZrm6E8tGSFBTxBEEhEVLU5ecgSRhGzZo3DjdPkQ7MrI3YlrV/XMlonisgMDZebaMYQpQJZoHPbPdgreeBpzf1zzlD56sIJXns5817HmAqprZYc2rmu1Zl3mHhJi0AKAd6jIeXsA9xwe3/3MT2P8Q4Rhm1tdY1RcNv0gQU8QRAzZrEAnLU4Q6UeApItmUaFwuCxu50oAwNSSM/ewoGrMitAFyBKu6dc+vZ9xfa/jpTHAXfzo3pj5M5VkshQAMGUumeJNFoW9P7dUMgBj7YD5UCtb3dZwSz/o57u/hrKY/gjBROsfmjR9JJCgJwgihpBAJ0LCfEPTx+NxIFiKbZgh7bvhlfmQbClI78uScx6s402oAmT2RGXS32Nd8NkStgDgeFjD7oRee0ejf8fb1868otwbmzjubjmusQOA9+0lwE3f30o/+MYYEl0J7qvp4/FCmIKQoCcIgiAIIt4EeNd48NjaMGzRbbO6VnYWPuk0uzJyl50PsIYwBci2REg/zQjvIjZLgPsNyfoASNATBEEQBJEYNhRkvok6mwj6BoTeq4q48/eNU8BUuAJkm8aj44MFeoDED+jwmCxMxSJPxne0LZrWR5Wkqu1Agp4gCIIgiGRnc7rN5XhYe0s8GeRyg3AFyLZOsECPkYIPXQ+LIxRPHmbz7kP57qc367w2BKjt6Op+z/pA8mh6EvQEQRAEQaQdAftive0xLzTmKX0VxWB86HpY4O4ZOMxldDyHu2fgiOwykkTTJzB2HjIbJ4rzSc4duiToCYIgiMQQo2TiZEhpSJ64HZEOhKuHVf2D/Nwpc60FAFyOh63j3OvP7im2PIxjxaiQxFPyRrhfNlopQMmp5kGCniAIgkgI2/xSXOdrNUBMxyEjIli+63S6bY65CWza+qrOuy42cYSz78RQn5Lv34UxkDUaR74nqczxOdgyWxrB3Kn+qrRVKdnGcx9TwtTDyhTsxPx9bwXZqSUnSjOeAhIt6ONMwH7Z9but32fL1RISDgl6giCI2GJoq59t6FPyGeE1LB9yH5/EpSDh5YdNW9+b39cu9RtMPFphapcCBq02T7nu7Y8rwUvtkXTYjqyPq3wPibD5Y/dnyaatP6ktD/XJMo9b8KLE92DLbG0EUXOraDtPfWzJDFMPa826jJezMoA1pl/RrgzAuc5AaU0kEnx9Te97KdZ5O1GHBD1BEERsyRNgdA7gw3ZnuFBROHzHplTyMWeFvGHzclzabmL0vWF0GA3KKE81LYnQRyVckkwyJPBsDUObuPGmCwCnpnsPYBzs+uTPruHB7PNgD0aqRcZB1emvXQA4z/x8pJrb3zv8ZINSAnOneij3aEvdDnNn76MXGyr/5NdN5BkqaAQRVkcaxxcFpi8+cbn2ys7/dOnMgweuyt6RDxoqc3wi9J679srOd0t4Cf3vlCKErIc1NOU4e1j0K6H9uAUA77XSrQn6qK9ZpWIpqIAJp5w5Jgl6giCI2MIvl0/3GiCVzlkhaKjAyTs2pXJudJrR876qy9QuhaFN1HgTQE23uT0PwGibuOmmy+XOo2Aj9GhrunnXpWvLN7VLA0cgtsSGCTy+KscjgJJF7ls6fyR6mznk7Dsx1MeHoa0JXWazFIChTfx/OPdIXmx63vHoxWpRDtgDrI58iCb9aRFg7+99v3+15YBw8cYMJPjKmg2sACtfWYXynNWRi37dRHXV7hFmtG+yl2AcVHXOaJqzABNKWzXNMHeqz4z/RPOU862fZfTfmKlsLnDP1ueuBWNH50yL9xIRjtD1sCymEognDzPVYR1nr87mHsnY5MABxv/Y9ppVkm8g2dTLxvpv+0kFCXqCIBJKcdmB66WebyDntasT7zjW6w8AyDymElg1rJN0cdmB15YmYmns0PHd29vKqeDnF07P2oDRaXkDPw8YnYNtdrownw/YtFdY1WXT1p/U2qT5o9MnPjYr+bDZbACgQ4XJ1A6btv4kE9lnkLZ31UzPNrRLg0egLJzoErAEv05jIvFJuWGwzU4rKtqZY2mF4q+fTYa4a0flqV0dsgu/BsDh5KuAnMIS67h5YRfKpSV3psxGLJaX8oK7eVhYWZQXsetEkqKDH67YkQWIvy8BAG5u9sEnCzDzZeBjF1YWXV+Py75mT/fK7CjYbpA+vWsPr1nD18PyNfMpLjuQO2Vd11Y/knfRkCo2kuTyVIlnB2v69SV+8v9EIEFPEETi8VhEc7h7BhR7PtUk3KIh2kgrCkfnDNZpeQOfjdfPobBCCYCvvCSoF4kaAXA4+5oBaYP8SpX4bZdr34mP+8oBRYUUAPj5hZgNOXbQCESMSIkvdQ/8/ELdqKFdKgVgGNX93d/vCe6zYOy4iFf1p3lM6B0AdojLHe9fRMkpiRhTw+MoeXFHqG5ucrJ2D0+ZmwtEAIxTXwiKIkoCy8navVf2KmXabIKhMPWwissOXN/rYDzpOdw96lJcu7qOrb6vk6ZH2Yf7YHtkfYBMTwPtm5aQoCcIIplwOzl4Sqh4YvaZx9wbwubHzZ+Bbcn7g74HQJH4y8NceN8NvBVYGIfm4rIDr2U5pUVcwHntqjXviEjqW2sm5uQJpk9eQeFRPgB+uRwnr0zLL8G9M9Zsdm+SBcBX9pmUbES+fOORQ4xAxBEm1KdQKBK/LzYAaXvXqFgkcufQZ1wGgEf9P+vFBw3Z7IGiBFfOyPQuDidfLgZWgB28A0JolrJzwHsSX9zZdS4HQGFwN89QyvNTKtkFdw59AbAawdwKlD913wXg+Rd6KOVmA1xh6mHdG5s4myW73poPYKMVzgBffI9Z/vpPDhbo7734y9evtfztP/+v3dXsFmfjoGq8SDPz5XpCf8HYcSNrndwqz/6KOFkhpWKW//qQoCcIItHklkomS90nU2vAWnWtCLf0+y0AMo+pxNUa04My0XP3jSWaNRer7B3XykR5f2DEOqSwl6hN4O4ZUPCKxtZQJmBuZ0L+xZaHgLuPUDx5hHdWrT8O3uVWb8QrxvDL5ei0MsF28PNhgfySW9xXVYnednE4+xQKYA6GXjYhvqbbzId2vUEtnVX1GLoUOAIo5Sbu6HQ6xhcSCXG84Sv7+kI0S9tNZjbpBgrFZUDU3Kph1nA8B92tlQF35UhaRgAAkmoNK6p2VAZ18w6VU63RV/tc2VHZzZ7y6hqUAD7wDuV1uZEE3EVsSLh6WB5P+jjyXtWhqg/7AfZfs9uKNcdbvM0m7yeaNNP0JOgJgkg0PpFy3uVWXhWcgp2Qstu8ADivcYEsfPY502ftHY0RKsnLpTDcYkcwTNldABxr88gEcG/MPKdy374869uHs+Scn1pbN8c0JvCVfSbPicepxh2P90XqFWGAsq/dc0+f1O9eabvJxFwMHIFIBB4dn0hlTxBhiG7ZWgC5gjpPVn2jAONFv2wuQKDl0YxW9rtxAM+/0PMiAGDB2PGzpSpfc6RksDlKlp0w24MEPUEQSceaddl5Tee3dly8gleeznzXseYCqmslL+90nFXbD6nY6Ls/mcdUIuj0+x1MhD6OEyeIQGVPsj6exKj2MBECU9cDdy2z08DzRQgyTRI9ObX4+r/vqduBhVU7VoCVkYtLVSP+5kiJtTlKpyA9CXqCIBKNb8qN4ZZ+EMCA9XKrzG2O4TirNg2OmT9TubtNzV5bzgDsPfcF6jJ7a+B4a5/ex/UjspcBLDsMwFPAg7j8IAThg28eTkph7lR3feJyAeBwSs97s5l92pn4a/KRVC43SfJ2wUwj+v9lxE163xx6hDBNkpSWNF5Rvedy7ZWdPwV8ov8955mfI7TNUZRnFznpoeZBgp4giARzb2xi/1hws/242u7fsvaORv9OQK+xiRoAmDjuuUtjZ9oDxxxj+7gcD2sGwj0i6fCtLEsQ8cDcqe6yVpzTS3hgEiTU2vOtSgns/b1dw6yGs/f3nqkcbEpOTf/YElK4Rz3TZh1CmSZVdrdWYnWkUWf6kxDPv9BTOtXRvyqqC2FztLFbMbE+JOgJgiCSE5v2ZKcFQnmi50E8Rsx8NYyD591KK0dSJR8d+mYVWBnWPDp4voFR8Lw6Rd2dK0P9paK6HQmcK8HikfK+awKxCsyHJyfIDck4zibKP/9Cz/dWJsHE7HUjBxrI5ij6kKAnCIJIRmzak8OFCqFlOtETIbYOk3Wj0+lg09ZXdd51uQDsO8HUgGKL/m6ptO8W7zUOdnxT2rKeCi9QjvjmsK0+sgK5wMLKIrJLvudp35EtwNw8419JJA5f1R7gMR9bKe/1MgK8LkZBbkgFPl5GBS3NTJ8GINgcyeuA5LVCIjYFCXqCIFKE6lrZ2aKANsdZtdd3ksPdM3Ak47fq+DhRxhab9uSw/NIlnNSRoE8DDG1Vw/IhUx8fTB5VW/4WhXx8sffr+qfFTd07gKzdeLT4JyCHubL6yAoIEju7x5twAfj4B+aJJIEEPUEQKYK/3TLvcqsod9xb5JzD3TNwJD83PTIxGTnft4EPPZEi2LRXppsvtbMbIfwcTBkMbWzxASZ4b2irn23oU7prhV3qU875dwh5L6em29QuhU1bf3IYFstdl4uz78SQey3gwQNXpVorFyM30lnb+3vPaLjuRPmC78vR9ebg95lT43j/fZeLBH2iCBmAZ1JuHh8pnx5ek1GEBD1BEDGhpKQkhl8t1bUi6ZS5hHWvZ4vIzk855gND+KmIR87DluiphGN1pPFK/31XpDbSwZkeG+d+pBeF+eH3NRvamtBlNksB2LT1bYa+9orCpl6Dsl1quzNceLSPb2irCujgie7btFfYSzZt/UmtTaoEAPklUx+frTasVM61NY1k60+3A+ZO9SJKw83Dh9WRxiv9qDg34v2XFTW3NkHdJWNTos+/7jgzv+X/HERsSBo1b+/vPfPen4MNkbztm7WfD5bvyeBO8/qNtyYnJxM9CxYS9ARBpBoc7p5XipzXrtpdnqb75hKNHdw9A0WpVqwwCK+cT1rMnVcmy49quneA+YbuzNLQnrZw6HQ6xQ8Pfud/s0Hq/je1GQyQes9mp103b4pusqf7TtigrFA0jRraMdpZWGGCTRvUwSPo+cpLgnqRqBEAh7OPKd3qfnvg5xdiFrDNTmdmMr8WolLx0DcbznhGW/nRouqoJuh1y1sdFqsjjY8O/jTUP/qCsUOpZ4u5bWmzo7lT/VWp1yszip2JOGEcPKPhNukbWEOkRuO5bgnPs+ajbxAB5k71mUac25SmTwYFn8yQoCcIItWo+kF+7pT5XW9yzdo7Y2sAOImbUvSw3Rm+e/fuj0Rve1ru/khk7TYnT8r1gnHIWvFqM6v2eHUNGuYosEiku4XDKfVkeoRrQRJbm28f3af/4aC4Vlv+n5RMDv3JpmH5kNRd3pefX7jvxCX/RBp+Q/OV3jZMNze0AwjRYY75PyYlx2x2Z+eEgp9fuLY2AQCwf7NhRtrqSONHi6qjQYsnqyONVybL2XZ7v64fFedCyOjVkYuWEu3plhwAsPf3dvRntWz0yABoT+R6pECK/OrIh6Y81VHWEOmAME9jMS1IKnNWTXce5akU7p2vPzlYaTAtSCpzEjnXtIIEPUEQKUWI8HxawVf2md1SL2l96AVZQXG1oCKRdSueYpDuTI+ZdVpgHFR1zqRrpF/6xVDT/1glftvP5WbOfbH96KhYJGI/0DXd5nYp+OXy6c5h+RA/XAcGfrkcVVWit10czj6FApgD8oIf3p4NsezCaxxOfmE2yted6ML05H3X7P3fvPaeT+PzL/Q0F1R2/2RR5m5fL1/i0eTEamXdDgC8uoYWAHqf1zb2xtWRxvFFgemLT1yuvbLzP106c/prF+eJH3/QUJnjCbqvjjTqJvFo7r7Lc2m91z/joOrBA1cDHuRnvnD6O/+07k+ZkqSAlGfY4et1Y5+wzBUKX80BsLI4nV1yyvOimLW70HebNbFtSNATBJFSFD3NzV12fJoWe1+TFU+J05Br3DlZu60rdhS49dyq2QiRJKhI5MLKoryIeTVhMz3WbYGk6OCHvsOmGXzlfzIpmf+q7vczabuJFebSdpO5PbB/n8nzYhfcwX2vfzcAgLKv3dOpj3lABm+P/lhE6Qo5khZ9uPyVAqX+tDLMNTc7KrtbszvVKplvQVmn/c0M9rVtwdjROdPSnAWYUNqqaYa5U31m/CcafTWMg6obM5X+b3Qlp1pbcmDv731/YrXS5xUx6PVvRvsmmp566pOWbw/Z/1X3278oXvn7SH7cJCKgrKyvcE8ZKe8Hmy7PeeLHHzBFylYWgd3+fRa/WSXn06hBgp4giJTiqayM+fv2qURPIz6EkGtxwqPpQ1DwfcFH7/cXerIvuu4Iz30P7wcUiczJ2j08ZW4uEHkyPdZtgXHqC0FRYn7YuKHT6QCwzvRpizfV3jioajSe+8tf/ur6+teyr9nLe2V2ZAHi70sAgJubffDJcMsy3OwcAOA9yUWY1z+248LKouvr8QdAAx4AyM/8L0DKBOnDVXj1HKealGfg1TVo6gDMaCvV2vOtyu9teAexPUjQEwSRSvAOFWH+1lqa5tukCKLmo48ar6je83W5WQ0sEokC5fkpleyCy5vpEb4FTDQ3PfNtAvFWm0o/ZrSVht1MegyDIIs38/d/t1fW6peis7qVsUO9/jk8l/bKXv3vc9rU0r7rhN7j+YNs6P+4rd2oBXJV9pnxGWVz1u6ga7ufpPB89CBBTxBEiuGcW0r0FB57dgSVhAxuASSBxSAjankciFjT27T1VdajvlWoDG3ipptMQgunpivZ6lMVKD9Y6VBe+D1ztld2vrsAr3/J++nSGea1DUxGftYWBw/7+leg/OmU6vQDFxOhf/YfX0vylJvkyaLZcA4BuUAbM6Ot/AjnvdZDjvlHAIKS5lcWp7N3U9g+ipCgJwgilbAfV9vDXXM5Htao4zkZgtgyEWh6m7a+6u27rhpvi6FN3DTdPGRWukvOituSTdOHzMIPem2r7GZPeXUNSk8fCeB1udnh6QNJdUuYcbyWOJJqzVPOt5JBIm9Impd/cofkJcwb18xXw9l1HxQAEJdn97trk5k7P/qisOIc7YiNIiToCYIgCCIBrKPpbdr6H719l7Ovpmafz1XDqA6KLrfnEV95VNF5ZdbH4J5IEjxRbV/t7mlMZzUPALy6hiH7l74AACAASURBVHP9vSrZ71wAPA5FTDt62bWazRaWIjaEBD1BEAQRbfxsy7GdCpHpTXhNL+8290lh09brrJ42abvJ5NPFNjsNCOIwSyJignNpHhsd74t7R2yk7UQUIEFPEARBBKJQKLaxE87er+ufRl6553R7FSLTG4+hkK+s5ys3rD1g057stCi6krqm8MZ43/S81vIzWtnvxgP6banobLwJmUvzOOl4IpGQoCcIgiCiyYLx/Tvcg4WPFtlzqhC5EZu3s7Rp66s6C5Mtf37TGAc9b3r2/t4zjcZz3RJegOG9cVD1pqPuxaRX8wSRWP4m0RMgCIIg0ojVkYuWklOlPhZ1K4vT2SUHgipEEgGs5/3vi01bL64alg+luprH6siHpjxVKfOmxzsgzJu2mBYC+sxo3zQdPN+QAq9/ab7VlUh6KEJPEASRLESk57ZEyNBv8OO2bY5u79dNlitacjDiaaIKkZGzsfUN63Nj2jAjJwXwszq1T1jmCoWv+gt3e7/hi8KKc+Fq125ooB43SM0TCYcEPUEQyc6mjZC3wWa/laMrwWNXbMgjE30nHPy4bRY8WjC+f0f4aveOLVYOIjbApq1vmm4e6ksHNe+FTaPnPPHjDwJ2VswMax4dPN+w3nYLktEEwUCCniCIFCBuX9vhXh7CCfdUqfcZcuflOt22ApNsEyS/cqhCZJSw3Rm+67p790eit30aa7rNKZ5643Y+mdFWqrU+BYk2CM+HpbjswGtLE8ct7OiXW3m31abBTd8YORSeJ5IBEvQEQRBeAr6YGX2fKqp9fSL8KYID+RGyMD15/8+zniqhAO7/5rX5F3qaqULkZvDPuuEr+7xGlXxln1kZ7r7UJ6Ag0arpzqO8ckWyuyGRmieSBBL0BEHEhMnJyZKSkpT+quv47u30kPLxwa9EqJ8PPVWIJEIxo638CD4hecf8I5+rK4vT2SWnorWS4xN9511WZfZoHk5x9wwcyc8FMOUw7HT2aB4CQJH4y8NcAPPjxtqxNRd4l1tFUgBwXrs68Y4D1bWys0UAHGcji/oTRLwgQU8QBBGalm8PRZKmQmwEVYjcNNvczJAaBITkZ74azq77wG1PaZz6AtymLb74SQ/LvjzsOXOESqPLfEPB/eyq/h0HOELx5LPoYW6EvURtAnfPgIJXNLb2VK0It/T7LQAyj6nE1Rr7oZ2zL6kf3kNmMRdwUHh+ayTPbuZ0ggQ9QRBJTWK/MplHPxbqKrr4GZiAKkRuCt+sp7T+4PHqGs7196pkv3MB4Dzx4w/87SkLd3G3OLDhlt43hz5Ul4y8nc7bDgBwWeyGZzPZG6fsLgCOtXlkApmCnb7vBs5rXHvPfcH11nwmYH9vi7NLOaKuv7fwqY6dA1jaQIKeIAhiAyhUn4J4S5Bik3VGjYMd35QyyUKJZPPVplKRsG96kmrNprfDrk/urkwO1iDkSeHsgXNuOUPABRzgsC3BrFmXndd0E+84fNocE/vHUFx2QP105ruOEPekI2n9CUwfSNATBEFsjCdUD/p6SwHs/b1n5qUaPSvizZ3qjv6jidfoRMKY+qMDRySTpcCUwwAAa+/qHANHZC/D0xKCwQHr5VbZl+yZ46zafohNqXecVa+54jBvgogUEvQEQRCRQhk4qcHMsIbbNOINyYuaW0UAFowdFy2YfrT7fKsSg6rTX7sAcJ75+Ui1CIBxUHX6axeHUyoXIxcwDqrGizTNBcDqSON4dne1KKJH27T1VZ3w9YpnS0GFMo+3aeurOu+6XAD2nfi4T8kHDG3i0QqfGrA+pjeBl1KC12+89d6Lv4zrI++NTRz3ntmPq+0A4HhYo37o0yvzmG8OfdHaLwCX90b7cY3d73Y3g/6nqUY8a3oQcYYEPUEQBJFuuNOvvYk3z7/Q8yIwza0aaRBhdaQRTfrTIsDe3/t+/6qobkX7Jtti7lQvohSS0roPx80oEC1MTwqKWjbxbKGicLjXoGSVt2F0WigM2c/QVjUsHzL18cFI+7b80Grdo+nbTakl5pManwg9nNeu2h+bcDsFI9IVEvQEQSQpFEwitsz0kgPgeVK0F4wdNwB4hP6OylO7OmQXfg2Aw8lXAQsri/IixuNdVCoe+gbADnG5Y9gIjI/uLm3d1MMFFfLhUQOkUsCmHRUclU9fYS7YtPU/evsuAM6+E13y4enmS+1s2N7Pb57B0CZuvOkCwKnp3sM2jFaY2qU2bf3JYVgsd10uzr4T6VY3Nm64AmP2BJHSkKAnCCJZCFDwSesHx+yRpUBX8lIgVxnONBrPuf0x7ROWOfhEtxeMHRfxqv40j4nQA8jJ2j08ZW4uEAH2b9i9jrwDwsUbg7BWyJs3+fy8cvl0rwFSqe2OVVBejmEAgE17clj+sbmP71b2Nd3hpbhNewVdZrMUsGnrT/72LwGX5ZdMfXzYtPUn79iUpOg3i8ddHliefUnzkPGr4QjFk4dZYx0fnxwi4SgUingnbkXA6zfempycTPQsvJCgJwgihmwqyp60Cp5INXh1DZonB1WM8z3cLjcLK+zlnMISXDkj07s4nHy5GFgBCpTnp1SyCy4OJ78wG+VMN0kV1EPlRzfvms9nFH3erFVQrsQdpnHOCnkDo735yj5zflv9rA1Stxi3GQyQes7AV14S1ItEjQA4nH07AirrFubzAYCfX4jZTU/ucYd3uVUwd1V/3AEA1bWy67VrJQN2cPcMHOYyOp7D3TNw5MCxJX9/m0DIhJ5IKkjQEwQRQyL5wku570WqIJsSSKo1+mq/lhxJSzdzFGiTH7o/Vh9Zs0te3Io3Dr9cPt2rvQNBudLTlifAFXc83dAmHoVCd1JbzmTM2LQnm4blQ1J3b5u2/iQumc1896FOofihGAe2MBXCj+IygXTZ0eNW6oMDeqbgK2dXRi4cv7UAgMth/2w5P28X8LgYUxJpAAl6giAIgghkwdjxs1GojrZsrVgpv1w+XTUsH1ICNneT8pK8/keitwFwODVdpnZpg7a+Svy2n8vNnOd2VFWJ3nZxOPsUCk8zsW2eysqYv2+fCr6w5JxH/iEhBi3gcHnP7XR+thT/2RHEliFBTxBE6sPh7hk4kp/LnjnOqk2DsXoUhecfE3IkLSNbqGzEV/b1uQ9MSv8m8JV9ZqV/Z5PS/34pa2UTdElxOaPd1M5eavf07iPjm02RKdgJrGS8oZK8vBMAMGUuGbC72D2ya5dbmbqwjrPqiSj+DSkuO3C9NMNzOj9urB1bg1A8WWQvGbC7wDtW5nx3bM3nwO/e15YmKKGf2AgS9ARBpDgc7p6BIxm/VbuXzoXiSdWeB+6NblGF1HwqY+5Ud33icgHgcErPtyolAGa0st+NB/TbVFlZIvXILRXgqn6/O4d+shYlA3YIxZOHM66xufW8y62yQ1HdF8uIeBcAZB5Tid7448Q7FtN+CwBwhLznYH3X54AgNg8JeoIgEkkUEuirfpA/f0vvCae52K/JzGMq0XPIyF02lwzgV6yphfPaVWajm8fmgmnx7fz4OFI/Tpg71V3WinN6CQ9MOo1ae75VKSlQ6k97A+HGQdWbjroX46fmbdr6KuvRUPbzNm191bDcx5PSp8IUsT3mx83vupPjhz6ffeUIrwp2FHHnx43udnvPuOD6s3uKLbGIC7Bw2Ag9fnWYmwvur5bMYA/0t4tkZ4vALDY+AFAk/vIwF27vHZ+YPe+yKrNHY/+h58/X55nsWuWUw7DT2ROTuEYiWR1p1OFUQ2VEiXCrI41X+u+72D/oe2XnuyWOTvVXpczLfNpBgp4giJTHObcE+CXeOM6qrUDG/B/0NRZU18pwS+9W+eJqjQm1Iv8Wb+fwUHg+hZn5ahgHz7MulsiRVMlHh75ZBXw3vM5o3zQdPN8amVaIAjZtfdXbd101IS+d7LRAKPdvJU2/fdasy3guEQ/OLZVMlrLH8+PGWgewizmz/+IWb2CX9ReWNYA54P3q2dmX1A/vIbOYCwBS2EvUJhd4l1vF1RbTgxDDM3++Mo+pBN7yt8+iJz4/W6xQKBTbHULcpPer8ZzOu5xJ0BMEkfJkMH4U7koxmcdUAgBuoZ8p2AnpYSY1FoDzGjcTgS2eznGCcS5xh18NbeImdJnawVYOit88HhsKlCO+xaFWH1mBXL8e9n7DF4UV5+ITumN86Dn7amr2hVDnNu3J4UKF0DIdl7k8Zgx9PvvKEUHVGLvNpuoH+blT5iEAU46zh0Vv/JFdwXutNGN+PNTe2a3ik3LDwgnb195zX3C9NZ9ZP/wUzmufM8uG9ttTAgEXoQQ98+crI2+n87YDAFwWu+HZzOhNP554dHyE3vPGQdXpr11gY/CRmsx67uI88/ORatGCseOiBdOPdp9vVWJLAyYcEvQEQaQ4Q5/PvuJjGs3h8p7bCav3+pp12XlN52cpXR3Yknls4+fEqJ4UU/+T2QnJbogkYou9X9c/LW7q9gvPD2seHTzfELcvb3m3uU8Km7ZeZw24YtOeHJZfuoSTuhCCnoL028XleFh7dc9Aq+wsc+7eFAuLqQTiySOylwGE0t/x5N7YxP4xFJcdUD+d+Skynns6813Hmgu8Q0XO2wPA08jdlcnBGoQ8KZw+YXjn3HKGgAs4wAm8tDH+UYZwGLTaPKWS76lbvKWfb0M2UUZqRvsmmvSnRQAWjB2dMy1+G2BMXbKv/bfNBN1lHFR1zmheBKa5VSMNIsxoK9cZMIkhQU8QRIrjtadgGxiXG69GHxywBl4NbAkUVfHC/1vRe2ZoEzfedAHg1HSb2vO09b35fe1SGNrEVwRDfUq+oa1+tqFPOefXjV4GIsHe33tGw20a8VuIj2t4HgA/bHVXRs738aENdy+j6T3HsZheMK/feMtznIQ1OzeHeykvqN29SzX+5JZKBmCsXWIOZudL86UA4DirXkMZsFc0WZoBwHBLPwhw/ujAEclkKTDlMPgNs/auzjHAvJMEXooShtFhNCjhtWNKNAsri66vx2Vfs6d7ZXYU+LyWB6bceO+SF7GbZyRFBz9csQMo3MXdeMAkhgQ9QRAJZlPVZD0EbKW1H1fb/TusvaOZCH81qMXbef2HRjE+eqdN/PZNV01F0AVDWxO6zGYpAEObuM1gapBP9xogxei0EJgD5kan5Q18m/Yk282mrT+ptUk3iK0RqyONV/pRcW4kYBl91XTnUV65IvFf2x457zGvD4nnExiQZBwjff/6jbeYkZkPP/PQlJf18eTe2ETwVgnv+4P3RcJ9MObzvjE2UTPmf2PQC8k99s9X5hsKrjeHvmjtF9uduH9kQWpoa7p516Vry/fmB9q09b3WQp3upsu178THR61VjTddnH0nmO3cntuZMgs2bf3JYVgshV3RCz/kZO3eK3t1s4kxOVm7h6fMzQUiAMapLwRFSqx4L21hwGSABD1BEIlkaxY3W3sHiAqMpsf2xZOl03rUZG63aevbDFK/rzfb7LSignUal1Yorsza+OXy6V6DTQD5UfnwqMGAaXkDH3zlJUG9SNQIgMPZ17yt2TwGzGgrP1pUHdXUBVd+XVmczi45tZWKsFHFK+cjJeBDGLyJcPsS36PmA8YMlvVpFcVPTXwi9HBeu7pdwy6b9kpAyKC9q2Z6tqFdCvjE/3WoMJnaYWgTV412mcztMLSJew3KdngDEzZtfZuhrwGwFB41bbN2wqN+5YXfM4ecZ34+Uq386ZRKdoH9USP1nC1QnnffxXnm5yMFWFjxXtrKgEkACXqCIIjNwbyEbDdUL2xukALgK/sq2uq1eT6pq/z8Qt2ooV0qBWAY1RVWtINfLp8+eRLyS8pyjPaOQt7AZ1NezWY+m/1KrMPqSONHi6qjLSHUPGCc+gLcpniZ24TFdmf47t27TClZhrs/Elm7zZEHM4M/kB6J76u2PWwou4PVfMCzfF8hfHsqFIpIBo+R7o+CGW7i8DjqAsuzL7l9J0OWpgrW6+GyibZGhCEDRYUUAPIEQkW+z2fVNjvtunlTdJM93XfCBkAoyFv/mRt8cnZUdrdWBrRJqjX66jCdA9tFza2ikHflSFq6NxwwuSFBTxBEelFdy1g4++I4qzYhTHvMaspGjLT96Ki4XjvUl+9p6BoVi0TulW4pAH65HJ3WfD74+dANC4b4AMrlqKoSve3icPYpFMAcQCk3YViYnrzvmr3/m9fe82n0jb0x6bOJxa+ObJAP/dZY/51z+8kzW3unZd4umOyd6Gr6BK7dRQXe5VbBHFvcCtW1suu1a8ye3aeyMgxRLXQVAdsMGfDzC/ed8Ntkawu7MYSIAiToCYJILwYH9D4anXe5VZQ7bh0CXGHaEwJf2dfnc+reYObZZyZtN5nbA+8w+fVlmpQgIiBH0qIPv+NVUq1Jy0IzGxIQZQ/Q1uuE5yMZOZxY9x02ihn5jJQPXjdIJYrLBNJlR4/bfcvnTxnvUJHj9kDMJ2Dp9CwQcWq6TQ2hQgaWzqp6eKMP6yBtP+oOTACo6TY3xGziBEjQEwSRzlTXiqRT5pKgtelw7ZshRi6WxOOE5zUt5JU4va0FbLFltPV21Lxn2EiEdbiM/AjxhOTT4TfxqayM+fshzO853Mzc5YxX3FabMbLUDPGRkwa3tJtMTKiBDSzwlX3tnvvbPZ2k7gO/wITUL44RD1ZHGq9Mlntz7cyd6q5PXF77+ThPJ6aQoCcIIk3hcPe8UhRiZ1i49qTA0CZuusl833BqvF4QNm19Vedddw1zj4kEQUQRX20dO3383ou/DH4TXj+yHi7Sj/TQ8W4yBTuBlYw3VJKXdwLw8cjflZG7E9eu6pnSGcVlBwbKzAm0yU8Z7P26/mnklXtOe7uGWSNLe3/vmcrBpnTS9CToCYJIU5gakO8G1foO175JOr57O9piwtAmbppuHjIr+WA0vLiN1fRzVouiaxO7Iwliq0TxUx1hkH7DRwdk76SflPeSWyrAVf1+dw79ZC1KBuwBBvlTS87cw95itxGTzBsMYpEltWB8/w73YOGjRfacLR7HKHhenaLuzpWh/lJRyI3yqQgJeoIg0pEYh+djoOYBw6gOii535J2vPKrovDJrg5QPw6jOY2RJEClEyGT6kEH6CAfZfi5QUjM/7o01DH0++8oRXhXsgcJ9yTmPjMA7NyAaf7LCrB/Cpq2vevuu128+wuF8RXz0/Y5WRy5aSk4pcNHECvqFlUVkl3zP02FHtgBz8ytAugj6v0n0BAiCIGJA0dPc3GXHp0Fh+HDtyYC03eRbb8U2O+09Ek5fEYtEIpFIJK7Xrlt0iCCSC51O9/qNt0L6Zm52kGhNKTlZsy6HvlBdK/uylsfxnO/KyF12PojTrNy41w/NZrPZPNQ83SRuMwBsOmBhl9lsNpu7CzurNvX36b0Xf8n8L9qztffrJssVlb5etDlZu/Fo8U+e89VHiSoQHiNI0BMEkY6E214Wrn0zxCQ8H4hNe7LTojiq5AOYs1oskLNfpaZLOEmankgpdDrd9mU9M0I6h+eHPp9FqaDKfVr1g/zcKfsQMPT57HwRz9texN32H7FNYxjVgf17BGb9ENOzNsB2Z9jC1tQApO1dCsvwnYT/dVowvn9H+GpgLk3B9+X44s1BM3NmHO+/70qrXQiUckMQRBrCO1SE+VvBm8bCtW+KCP1ttrG5kA16ueP10naTjxcKP7/Q0tRrUK6TUR+LiqEEsU227ymZ5h9jl+Nh7dU9A243G++mWMfD2lviyRi73KyP/x8hZv1QAGDOahHKL3mybPIEQot1LrElMZhkmwZe0AVRc2sT1F2yr10Ann/h/OuOM/Pxn17MIEFPEER64pxb2lT7pmA0PdbdxucpKLtOtxDYtPVVnWgeMoVNRc0TCLHhYnHAE7egotI+wyGKpKrxeSJIc1G+TcKVeg3YF5tgmPXDrj4+bHdYYe/DNLPzJ1EsTE/e//Os8sLvPS33f/PaPFtFTtTcqmFL3q6OND46+NOC0IOkIiToCYJIQ+zH1fbNtG8Bj15fX6BsTtazear+Yt7QJm6Czxa0OatlwwLqgaSfikoqDR2DJOBkhN7xiKD1w6TDr4qcrw+9nye9vV/Xj4pz6VRRjnLoCYIgto4nVO+LJzzv223jsWza+qbp5mCHeWlDs1A3anCfGkZ1Qnk5udATBBFnbNp6cdWwfMij5vn5hUGdCvOT86/Tjsrun+x+7zevyS68Jrvw5h3huW5JcFpOCkMReoIgiG0RkFIfrOYjxHZn+K7r7l1P7XUAQE23uV3KV/Z1tYnFIsYwjqpKEQSxSaJQ2Trk+mFA0vxWlg9jyY7K7tZK72mBUn86TgWY4w8JeoIgiO2yYUp9JMY4fGWfOex3jbfiOkEQRLwJt37IL5cLO5vaKkztUsDQ1qQTNg9RuCEhkKAnCIIIwdaqKm45PE8QBJG0rLt+OIT6KpFo04WliOhCgp4gCCI0JM0JgiCwwfohX9lnSttEltSBNsUSBBED/vu//t//7a+eM97lVnF1AmdDpCGPQ+lQgiCSk9dvvDU5OZnoWfhBgp4gCIIgCIKIK/ROHl0o5YYgiPjBu9wqYuzODLf0xy2Zx1Si55CRu2x+aUXwWpZTWsQFnNeuWvOOiKTegogBd6G4TPsflP/85JMZiGHRxJZvD3V89zZl3RDEeti09VWdd13sb+CmLJgMWm2eMnTndS4RBBESitATBBEb/vrfRkdHZV+2yr50y/HiMgFu6fer9SVXZ3Of3VMMABnzf9DvH7ADkMJeotaX3HK+fIR3W63frzbPlwqqgOpaEXPXfrUZh92pO3/4RUWFvuTqLPbyihL1E0ZKJBY3BJGqCJs/NrMMyYdPam2R3WYYHd7CJYIgQkMReoIgYsPf/UOF9AAT4eZdbuUBuDdmnlPJvjwMAFieBQA455bY/oYpuwvgLDnnp9aGvMNkCnY6brM1z+23pwQCLh7gn63f+fG3hzq+e+OHC8/nZtzeiSjE0bdma0MQUcLe33vmvT+zoe7n2Ur1kWPuVH9V2qpMksqXhjZx400XAE5Nt6ldCpu2/uQwLJa7LhcTxZ9ra7p516Vryze1SwM6G8JfAmDT1v/o7bvYaDWAfp2Jxw0S9ARBxInMYyoRdPr9DnC4ewYCq6uGY826zD0kxKAFAO9QkfP2APA0c6nl20O8//c7FveX9zbTYyjHhkgc9v7eM/NSjZ4V8eZOdUc/W6M+QkTNraLYzG0jLJ0eM0POvhNDfXwY2prQZTZLARjaxG0GU3seAPklUx8fNm39yTs2pbK9q2Z6tqFdGqLzOpfytCeH5R+b+/iATVt/UlseTtLH4ReZ3hmIpIIEPUEQcWLt0/u4fkT2MoBlhwF4KrLbBgfMh1rZuL7hln4QKPa7/j85D+38lr5ciVRmZljDbRrxhuS96tw4qDr9tQsA55mfj1SLFowdFy2YfrRbLl7MLW2p2wGsjjTqcKoh+wYToV8dadRN4tHcfZeL88SPP2iozIn15IXNAd7jttlpRQVbBk1aobgya0MeUJjPBwB+fiFm1+8sDX8JVsgbmGfxlX19MfuZCCLlIEFPEEQM+Nvv/A//4D2zH1fbAWBsYv+Yfz/NBPP/98YmjgMAXI6HNQP+d3kPENAZsB/X+F3aHhSkJxJF4S4uAN/Em+df6GnOGvkQTfrTIsDe3/t+/6roADDNrRppEGFGWzlurqsWLUxPCqQtOTD7DFZyqrUlB/b+3vcnVis3E+aPDvz8Qt2ooV0qBWAY1RVWrFfjOFTnubCX8gS4csfG7Jc1tIlHmQKlBEGQoCcIgogxLd8eUigUtC+WWIfpJQfAA3h1DZo6YMHYcQPAjspTuzpkF34NgMPJVwHwSP+C78s/+spYjfHR3aWt/mNxs3MAgPckF9/E9YdwI23vGhUzpUM5Nd0mKRByo6yls6oeQ31Bnde7pLwkr2cyfDicmi4TqXmCYCFBTxBEIqiulZ0NtKdxnFWbBn3Oi8sOXN/reEnz8F5EQ0Yr64aC9ES8KZCrDGcajee6JTwAgH3CMgcpFowdF/Gq/jSPidD73yN6sWLoxiCsFfLmBMzYTZjEF2m7ydzu363dc6lPynYxMW38gM7rXVq/ZClBPL6QoCcIIhEMDuh9tDvvcqsod9zqY24DDnePujQDy5EPmcwqPOmC9D724ftOfByxdfj2ntib30cJEqHh1TVonhxUyS74u9xkleDK/9/e3cW0ded5A/96Lh/QoyovdtrMmLeEQMEeacIFlKlLAqmoaqQaMju11K03g1LCwjbKEk2U0qnjpjRKFSZKF5aSiG6diURnFuJIUA0qkFBPabhw53nWjieENLz4mWRiJ2HnAm72xs/FsY3xC9jgl3PM93NlH59zfCAQvufv3//3/6BmzCuT5dWqgWeoCDpmd2HZ7LjtQLMiLVdMRKLCQE9E6VbXoNJMO8pWrQ+V/a5OvjC9nLMjfZeVYGtkep3O1/MnVYnfatSO1A7b+5UQor0xj6XI6Vde1ztWt3rTtkPd7YdWbdl7ujvyq/55tNsOdftPUl53OkmXuilWo6rlesi2+m4HfwLFKfC/U5LEsljsZ2/+OqnXkBkY6IkorWTygiNFy1evuINXey2uUr1yz9EOlSZzAj1WZ/rgP5PCZwspa9TjMvfMtJ03+QbllYZ+u/AoQu/wvtlCi+W611t68qvmWW3LdW+g+fe6jcaVIS3DzwMYN6pbr3sjnCRFnxKQGGhMjqAyGqtR3TrT1sg0nxIbSOdp/+STHcxixEBPRGmlfTkvZ9rxqWdli0xe0LHP0967hKq0XVXSCJkeYX8mU7yarK+FYLCIvcMtqLbbTbAa1drxLrvDBKtR3Wc1mHLNPb6dXWb9KbNLYwBCG41jdcvwvkL/2fw7zK+8o8usN1pZj7P1WI2tFl2XnTdzKZL2dE7Jw0BPROkTaXg++12d/BvL7buh/eYzRtr/pirzCmfmXND4Q5TLaoUmN2LvcF21BgBy80t0ecFpW2k4n69XqVoAyGSlvkmZIY3G51e3FMcu/wAAIABJREFUDHeZ9RDO4dvBNTfjvX5d5S++KD0ZdEkUbnG0pcd2QFht6r655veTIa/Hv7hs2rnMPZaStuHN38cluywkmk0OHqf9vwLamGNffmKz2dJ9FaEY6IkofYpelOc89XwdNDwvFNs0eKIfk4FS/ZmyprqwNbDIpst8qnWkdrg/nt7hLrP+FM47HL7B98g7hbQM75kpKWwOfl2ZV1h68nzslTZCaBPRxOIYBOqDN10E7B6wDMwg94DwbK9h7P2VVi9TQ02/8Rx+U2JpHrD2dTp1Xf1x38WFx/d0JePNvC8rSSixGOiJKH32bM9auOeeXtmQ/eq+rJwd5bbKwJa8a+1ZIe0sM4jwRz3lIVVjGp7Ta9UXVnW5ia13OABAeaAWWq3qglcmK9XpgHkgN3yn1S3Dh2t7+kKvotn/johtWqTFYkn5BOI4hE/vC58vsTEPpz6/JX+p8PGjCK/dN//G/tLZ9uSvCJtgmxqe59g2UQgGeiJKG8XBIizcCG5us3Spd+yS/0mcfeilJU1R3k9p6LeHdvOO3jt85ZHGJKzlE354eKPx0JbhmrAdQt8xBoHvmJCSY2mRkQLCZSTrX3Nx9GNn2Xs6fGwPD/TuAet3hdUflifljZPJdWvEWVJ7nkVWRInBQE9E6bQ8/yTdl5A2IhxjlpAt891zD1hsB3Snd2M0wov3R3ofv3S2UYKt6OdnmeeJEoiBnojSxn2iw73Gy3cnbu+fSNW1EInRw6nPb5X8qnsbsBj+omSH5wHruAWFXcnN88VVFdcqswAAy1ev3L4U28wcWYnaVuQuG1zVSJdI9BjoiWhLUFxsyr68fvVO9vGm/NneFJTsi27t2Di4zHrtbHPwWlRWocE8Am3pKSGEYptoA/CL9luPcw/oYhqeD69NSvtiPSX5uUk8u6xEfW2f562OB3cBmbxg8Kh6NmOn4hCBgZ6IKO2CJ02KPuK7zHrthTve+lVbWi26LodJaEuv1ZuHuUpUQjycsd3725zho/8MbLn37+8sBNpTPns0s6vsvW3rn+fYl5+E/1zFMlU3eaHfPxkjWbLf/XnWVYtduIH3eh7UdwjbFRfbVcIbW2+MnXBG3EIkRQz0RLS1hP/9zj7eVP72DgBYmHR8A9+W3G/HbhbVnCkC4DnTYR8KO7C4qqJjH3J2ZAFYmJxqmFiK/zP6kFaM6WqnHSNh5VdZaX19aXA6nJ91Qtfsmwd7oLakc3YeYKBPgN3lp8cC9TTBfegBAFPT30Heum5zm2jzhmO5dRT5D+TalmfDamzqGlS4Mbbfl+PVdU77D1X5whaZvGBQV1DsfDAd4VTSxeaYWwcDPRFtJcVhf79RpXrl3lRZ75LXl+w9V6tUud+OnXAqLv587q2OB3eRXSxH3cthUQDAPUdZ7xLkBYM6RdHEUvzdeEJCldCWUcSD9LXdjn4NXGa9ZXZlY25+CTp9PeyF3iW5abvALaZwpzzaS4Ecv5kfp5BjJZTvl2afZuXLAX+mLy5RwLmcv8Nz0zcG7745nZ8vx9CEY76p5vs3AABP59JzsZu1Rmpnf8+tg4GeiLaSu2F/v/dsxzd/EgbXly71TqGp/O1KWG8AcF++l3+tPQ9YvnrFgbAo8AOw8GTJC8CztIDs+K9FcmX0SkPEShqlod+eZ/R1lK/vdvSzhD4Zth3qbj8UvKG8rjfidNjk9tCUiuHpZZuu4OteXw19xxvyb57cnn0qP1iCIScAxcGi5ZuD2cebVLCM7fcId/gpvsZEDZ8ztRMY6IkosykutitudtiH5dk5ABDh7/cPz3DkxexPPUteoK6h/O0dnjMd7oNNBcXOB0KbneKqio4X8R+hUQB4MRkXLPpB+nBWo7p1pm3Y4fCtCase7+K82PSS1M9Pcnid9rd2VlxrzwOw0uVm0HGw3Xc/b70xNgQU38O1ozVvA3jqsQJ7gFSV3GxylVmGeArBQE9Emcx9eTL/WnvNGcB6Y+wugLC/30MTjm+a/GvTTs9dfZoljM13VGGhMk8DAJ4zHUtDCIsCcVxGtD/A0Qbp165tEFdcs45bStqG/WP3msa2Em2PuVHDabHp8tmbv07ePeG6VTci+uGM1Pc2tFVuhH2c9v2cGkvSw0BPRBkt5A92pL/xq5an9Zm4XQ9g4kHQpghR4ETgpd5oDfUDK8IKSSg41kf7wH3dSCShUmZKCyHTI9Hxmj+ZRKLFQE9ElCznnrsZyEDCg4R0qBRXrtJU61pbT5kPCK0qrX2dzpI2rgCadkLHSamVbxHRBjHQE9FWt9KPEk/n3vIvPiWTFwwezcsBsMEG1cFpPiAT05XGZO8yqrWqC14AstKT7EJPIlLXIDSfDSY0og1eShbYePNZIjFgoCeiLU1xsT1//srYCQ8A1DXUXGtYKht0e6H47dG8hRtj9UKDy6MVx5/EunR85lMa+u2rt2hMdrspPRdDtKahwbGgBWIVF9tVOZOzwwCAPduzpLmY1Om/H+S8WArBQE9ESST2BsnFVfmap57L/qQe+NtfXJWveTr3lhMAvB73N0/zXvF3womZ5LpSUoaJuEDsllbXoNJMO8p8w/CKg0Wem4PpviaixGCgJ6Jksdlsa7xaVlaGtMf6PduzFu65wxvVBc+dlckVr+xY/sbCz+JpY4Qp0UJRO6WNTF5wpGj56hW31/c0O+dp1pH2mjMAWG9DksdAT0TpIcT9srKyNGb67PwdwLOsd5vK394BAJh2lA26A3/UA2X0C5NTn8ZdbxOxhp4o6RZHW3oGUP3hyhbfUgFbe3KD9uW8nGnHyi/yzqycHbh6ZUwopSuuqhiscjDTk2Qx0BNROtlstvRmeuRU5uPK2H5/Db2tAYFM7/U8qO944N++KuuTyLjM+tcv3BEe13c7hIWtrGZzbuTVbSMd35fXnzHrYe16Kd858n/98z2t4zMlJWm9nrQLGZ4H4F3db376yXLOG/naCftQpMNTK1EryEpCLF+ssPhxMmTS52YM9ESUZkKmR7rKbxYmVwbthv80d+SoQgt3yB/1aNuj4/B8SrnMp0Zqv3L0K4Uner05t9+gtI6PoNGQ7mtLjxcqS2zYflqn0+F//lv9Dx/WzvQAq+5brEb9XGP/gVv6UyNwOgvb2mZGRuB0FnbZTTCqW657Acjqu+0mjdWoHq+2mzRSvu0pelGe89Tz9Rqfsz1ZXkBW9JdTTBRTjFIljV9s8m4VUo+BnojSL13lN0uzT/FKpBfqGmrOIGhIfmdWTgovizbAOXLLJYzGKw39/QCsxtbrd7wWY54QSYWEWnryq36DEi6zvm+20GK57vUKmRUAMG5Ut173egOdNyMcdWoETuedwD5Wo6rlOoI+ExCDY8M3//rfuDwDz38bf6zI+p/l//nmD+fz//f/jra/s7DZ3q9xmfWdhc32fg1cZj26HA4hv58yuzSGxraePis0GtetkcLq/lR+LQkTPlsmwu/40+Uf1j/Tlho+z3gb+4sjzp8BBnoiEot4y28S8L/q8J/mjhxd+ZxdqLIdBrB6SF5bJF+YnBre7LtRsigN/fY8o1qt8q6MK2tMXfUzc40mDazGVl9ChcusN1r7TbmABdV2uwmwGtVGqz1oi8usP3XLZTDMRzoKteft/Ur/PnnjMye/chiUcLlcwDqlPSFjgZv/rD/a4KKl54j+FM73H7il78vrb5wz3jpgOnBLfyraeUryc1c9UBrO5+tVqhYAMllpGwDlgdqZPisw3llYbY92GlFTHCzCwo1V9fHD4b/j96bC58f7Bf632VJj5yQhDPREJCIRM3204J6Av6xez4OGKwWD/k4XK5NiV29nBwwJWOmFbzWq9ebhfn+xjWtuxnv9uuq672npSRdyAV21MKSuqdb1zAVvUeYVYi7aUYV5yqB9NI21PVr1Ba+39ORX/evV9oQk+HU/64+Y+IOPilrT5TID8MVw8y3kH1h1aTNzLmiUsI5bkN8Y8Wj9KZx3OJS+h4FTGTHT1ijd1QaW55+seu71PGi4obbF8Tsuuii/gYWxiqsq3nlyexOt9xXHq5Y/jfQumz4zbRIDPRGJS6CkPiC5f0cDM19j3B4DMRTQ63S6uPZP+wUj/mteYTWqe/KDm7gU5imBeeGxMq+w9OT5VR1eXIBl3GrSaADruKWwOkJMjXxU6E6GfrshMKYfVwuZdUfoIyb+uP6ZlAdqZ7QjtcOGlUtXHqiF9nXVBZmsPto3W3mgFlqt6oJXJivV6YB5QAmloRnqntrh0C8x/J9s4/+IyeQ+0eEO3xoyL1aKgkJ89vEm1bt/Se76d7ISxSuY/TSJ70AbxkBPRKKT/tY3EhdvOhdPCFvjyte6SI1peE7/uuqC8Kz05Ff9wvC7s1Orx3C/qXlcrVL5BhXrux2mXECHcbW6Raih10QK65pIR60WKLKv73YkvCFk+Ih+rP+svkkE/vuNKJt8gl7oR+RdAMA1N1NS2xjpi0x9n5BMmsiYeEEj5YqLTdmXex/saag5UwTAc6bD/gOAIvX3b8jhvxkoqqp4Z/uypkgOLF+9Mpt7VKVZuU9QXGxXCb9K1htjJ5yK374hz4H8t0/GTjhDXgLCzhx2eMq/F1sLAz0REaXfJlfVVRr6HaEpdKUIR2myO4JH4V0Aqk1208o2paHfFDjMdzugCTkKYfuE7pCZXGa9thNtw/1buYu9SOVUltsqfY8XJqcaPCh6MWQXxcEdc291PLiL7GI5AGjgLuuwQ14wqFMUTSytbClR244qznSMnYDiYnu+dsL+Q1U+boztd0ImLxjUFRQ7H/zrDcXgztl/daI47KUIZw7b524qvzVbDgM9EYkRB+m3DvF8PkARRRyyJ1GIoW7effle/rX2PGD56pXbXwPWaWGa0NICsoU9hC2yJ8sL00vBU//vTjjmm2q+fwMA8HQO670UcuY1DqckYKAnIpFips9sgRyfhvJ9paHf5DLr1bPN9rB2ky6zXhtpe+axCm06Achk9V1b4SveInJ2ZsuwhBKFBsuXgbsTt/dPoLiqouPF7K/jOE328SYVLGP7PcIQe4wvxbUPJRADPRGJFzN9ZkvfTFyXWa+9cMdbH+v2zGM1qltn2oYdBiWEL1ttlESmP/blJ/wPYS3Tf/HgaLmtEpj2WAGsFLJ7znQsoSr2My19fQ/Xjta8DeCpxwrsAaaBnMryQUy1h70U1sI/wuEsuUkmBnoiEjWRZHqhdWbaL0M8pFsn4zLrX79wR1ZaX19qiWV7ZrKOW6Dr8jfmURqadZ09Qj9Lkoy7E7fDbz3D23Ot6vAzcfuE75H7RK87eIvX86B+0P9Sh++l/ROrz77SFyjspUhnDt2HkoiBnojELr2ZXojygbVssV6sF0PPytSQ7JdZ2+0QFkS1zMa0PRNpTPbgJaJcczNAftquhog260fpvgAiovXZbLa0rLZ97rmbNptNSPPCZaTrSihRlAZDxMKSaNu3AJf5VKdT1xxfI/0tpbjKPH5WIVvZoDhelS2LsGP28SZ1Xcoui2gFR+iJSBpEUnuTSFajquV68Ib6bodJYzWqx6vtJg3CH6STdGtsaE0us17bWSiJ+nmfkDvqhP+fEH7H/uo/t/+v77776btyt7BsU8asr1Tna1EfzHOmwz4EyErUtjfkvm2BJbRJvBjoiYjik7BbC43J4TAhNK9rTHZRRKuQBC/ZAhuKzt9h3i6dwfnwdawSvs5U6K+2rES9e3K24cmy7WXFp4NuL9ZbXwnZx5vKc7+N9qqIDA2ODa08U1xsV+VMzg770nzW1StjlzwQvhxbA5jpxY2BnogkY2NJOpYKmXjPKVzJBg6MQfTxeJdZ3zdbaLFc93pLT37VPKttue6VlZ4c7jcog1YtldV3200auMz6UyNwOu94V/aJF0N8JvP1uZFQmI8sYsRP4C9m9rs/x3/0Lnkxe/Xn+Vq4h+AOrK9U16AS1k4CFBfb1XXOWQD5Varcb8dORFp9ScxtXuoaVJppR9nEkheoK5Jj2vGpR3hl6dNvPW//PLsIbjFf/5bHQE9EUrKxTB8ogo9mw+eMGOs3uejpWiyotttNsBrV2vEuu8MEq1HdZzWYcs096HI4NIDLrD9ldmkMAFB73t6vhMusP3XLZYgxt7G0ZktwmfWtM20bu8/bUmQl+W/vkKO95gwAYKEqe3hiyf9idv4Oz03fuLv75nR+vhyA/O1KWG8AklpZSSYvOFK0fPWKbwx+9cg9inZmActJeNtzz93MqCrKtGKgJyLaeBVNINYHjhUeCLE48bFeV60BgNz8El1e8Bi+0nA+X69StQCQyUrbhI2FeUoAUOYVYt0wkc5lnijlXLdG7njv3HlddSFoY323QzqF9KmiLZIHVcsoLrbnayfs/uVUl2afyg+WYMgJQHGwaPnmIPLhOdPhPthUUOx0vyqdlZW0L+flrAzJryKTF3RUZllviPrjBWKgJyLJiSt8C21qNnbazRx7+u8HU9kMx2XWn8J5h0Ppexi/rZfjlYZ+ezzbM4rS0O8wpPsixE8mLziyY659pfbdfXNadaQqe/iJb32lhkHHwXbfGLz1xtgQso8DgPvyvfyOKnf46kvizMQhw/MhLw0ezVsQ5QQAWo2BnoikJ6SEPRCdN/npbWIb6Zz++8Ek1t6spjxQC61WdcErk5XqdMA8kJuCt6WUSl411Na7nYuN1/OgvnfVFn8tSmB9paVVyzZh6VKvHQB8Sz5JY2WlohflOU89X4cNzxdXVVyrhH9qLIkcAz0RSVJwCXtgHF14irCgH9dpAyeJcXg++MAN3QyEtLUJPA17oDT0m4R9Vh75XzP020NGXAO7QGPqZyWF1IVP/UyUBHaJmRo699fK04e3hb2wONoyuau7ThXHqaZGf1J+aHeirozWsGd71sI99/TqjXUNNWd2zL3VwUobqWCgJyIJC8ncIck+rkQe7ZxxHRheeJOyQXqijfnszV+L76fUMenEm+XpvoqIiqsqrlVmBZ4uTE41TCx5Jdy4XXGwCAs3loKvtriq4syOubd6mebDxV6KmWIM9ESUgdL1H24SVr+yGtWt171eADJZfdjyPy6zXjvbLKFFgWhLmBpqev+/vABkP/2XUd/A/J87O7r+6PXKnv/FF42Hdi+OtlhseDx/L7Dlvrnm95MAXvvl5crprj/+zTsytGu0ThV6qvADU/y17dmeFd5UXuKN25fnnwQ/zX51XxZ25F1rzwva6FtwisSKgZ6IKJGCM/25525ubuDT1yrcYVBCCO9qY1Cmd5n12gt3vPWbv+h4ucx6becdrxdA6cmvovU+tJrNuQaDMugBiVOCB+nvm3+D1rH3VQCmhpo67/e2bQfsqGzvbYN7oO/z24uHDgNA2Xvtp3f7t/x4+tGxf758eBseLrp317W+5nn8Zp0q8qlWHxihwieZFAeLPDcHQ7dqJdy43b16GgCApUu9Y5fSczG0YT9K9wUQEWUam8127rmbCehyYx23QNfsT8JKQ7MOM3MuAHCZ9SrV653Q1ZfKNvsu8V+WUTtSO2x3OBwOx1e1I1qjNfJu4yMhD0jUdDpdXPNuo+388Nmj2iJfuXx50Uuzz9wAoP5ZOQAofuyvSoF81+6gLeWVZbd6mmo+eufjmfVOtfrAlJLJs3OeZh1pr/m+veb79prrVdnC79/Q4Nj+oPH4op1ZUU9BlBQcoSciSrzgObsbpzHZgzsouuZmgHzfk9puR78GLrPeMrup9/CJGM4iDtm6zD0zbedNgbsMf5PHkKVqrcbW63e8FmNeF3wP7CbNZpaztVgs4iv1zhyBSbfhPwkh3/PADoFDpoaaJot62/a6/+oBgN3bXxiZdrTtVQGYmv4uvyi2BpnbDnW3H8LiaIvF/rB8l7Btg6dKop1ZOTtWGr8UV1UMVjmEGvoANm6ndGCgJyKSBJf5VKdT19UvLBaV0AqWiCl5jcFa34pVwazGVt9StbAa1Uar3WTqqp+ZazRplPA9iLBPLja2nC0lT3g7nZCfhPAdyisP/66nqcbrlf30X0a3AdsMZ6ebaj7yF77vBRbXf99Arfxrv7y8Gw48HvinPnzRuJFTJZHXGWhYCQDTT5Zz3sjXTqwUl7NxO6UJAz0Rkfi5zHptZ2HYnNh0UOYVzsy5oPFHb5fVCk3u3Iyu2t9Js1rXM+dC2JW6wvfJjW85W0qLQII/9uUnkbtnCoPrQcrresfqVu9QF3jpNAAgbMuqQ1Rt7b3Cgse71z9VGj1ZXsBKdQ0bt1P6sIaeiEjcXGa9WjtSOyyGNA8AmurCzlNml/DEZT7V2nPLpcwrtIz7Sumt45YIQ/hALPuQz+JoS0dTzUfv1Hz0TsuUe93dp6ZGH6bgqqiuoeb7BsXKvJWdWTlPl3/wv3Rtn+etjttM85QOHKEnIhIxX58bu5hqUTSm4Tm9Vn1hVZcbU9e4WqXy18cLtx7OTq0ew/15/gdh+7jS+WWImKOzx3agubd7GwD3QN8Hndt72/autb94u7aHcg/0ffDZ30I6Wq6xXWSG/zR35KhCC7dQY6Mtki/cm5pm43ZKPwZ6IiKxcpn1rTNta88VTQtl+MK00JjsDlPIBruwIfBAGbKPksvZRvBwani2+ldtvm6MisONvcKjkI7sD6fOfezEzOMXatXfhXdt31dztrtcEdjnbLtBDIF/auiDXnnrWKNKSPAtUx92lyvW2C46Xs+DhhtqW3vNGQArq0qxcTulHQM9EZFIuW6N3PHeufO66kLQxvpuh0hKb9Iirr6K0pW/PSzOLo7+zteR3T3Q9/nAoqoCmJFrRxtVwM8Q1rX94dS5zvun31zZRwQWR39nz21qFi5GUVGS2+u0Pyw/tDva9nRea3Qh82IBsHE7iQADPRGRSCkN/Y512vStdI3cIiTatjKu+5Dd21+YfebGXn+mX3RMQVW+7dB7O8/VfPRvAGSyvCYAQOHOVZ3YHz575P2vyZr/8j3dV+MO3yedVs2ddd92zheW/Gr3GttJ4hKwFgfFjIGeiCgpysrKJJo+N8FqVLde93oByGT1wU15VjrQy0rFWEQkKnt/lv+HzwcKTx8WaugtXbdKPvwJPv8Yvxp7XyGM0Ec8bvf2F/bV/Cq4WOXhVIouOR6+cnnZ87/4YlVdTbTtJGHCmtmUAgz0RESUEL4JvA6DEkKjTbVRyPRWo7onf9jhUPr20hrzxNKyR5xUbc2PW3qaPvOuVMNjsQw9H9SMeWWyvFo18AwVwUf4u7b/o79rO4DXfnn5zTRc/LoUhxt7DwO4bz7UYQ4q7o+2nYjWx0BPRESJYB23QNdlCCwh26zrFPrRm3ssJbXD/jH5kOVvKaKwzu4Rtuw93e17FL1r+8o+4rO3tmnXB5P3DeV7Y9tORNGxDz0REYXS6XRx1wtpTPbgcXfX3IzwYH7WWVJ7gDU2dN98qMMcVATkWXi85nYiihkDPRERJZzLfKrTqWs2KH3Bft6sV6lUKpVKrTZa031xlB57a5t2fTd53//0/p9Hdh1+c2/07UQUM5bcEBFRYrnMem1n4cqcWO+dCz21X63U0Ptr6yke0ZZecnR2dP3RNxG5Utyl54rDjR8O9DXV/N4LQPb8L75oFHpTRttORLFioCciSgqbzbYVG924zHptJ1avbSsrPXk+8FTT2FaiHbeaNEz08Yiy9JKjs6NrtvrDsXIFgIdT5/5J7NNJ/TNfY91ORDFhyQ0RURJtZiEknV8Crye5rEa1dqR22B7cllKZV5jGK8oQwtJLlStLL8047Q8B3P/zCF76R3+Tx93l2lo8+uti+q6TEuH03w+ygzvFiyP0RETJYrPZAJSVlQVvXHfMPpDghcODzyDq8X6XWd86E6HHvKaxrUfbZzX4imysfZ1OXReH5+MSbemlvYbR9qDdFh/PAjmpvzwiSjcGeiKi5ArkckFIvl93f6xO9qLN9K5bI3e8d+68rroQtLG+22HSKA39w2a9WtUSYcEpisfaSy+5BywDM+rW7m1puDKiBCiuqrhWiatXbl/y+LbUNdSc2TH3Vu+Du5F3zgIALAcfEoXieNXypxNL3rAXZCVqW5G7bNAd/pKkMNATEaVUeF7PDEpDv8Owxov2qC9SrNZYesk90PdBr7w1aLIsUaoloFJoYXr5lZcVn/riteLgjuWFSLvJStTX9nne6nhwF5DJCwaPqmc77EPRTysrUbyC2U8jveR12vc7N3vZIsBAT0QkGVt0oi2FCFl6aXG0pWcA1R+ORhi2J1GIlnRP//1gst8ilT5789fBT499+Un853jm/mafQgv3EFBcpZj/1pPzc+GF7ONN5W/vAICFScc3+7KuWuzCsL3X86C+AwCKqyreeXL7hBOA4mJT9uVe96tNqleQlfPUYy2S50D+2ydjJ5yKi+0qX/nfjbETzpUR+qKqio59yNmRBWBhcqoh0nC+iDHQExFJCTP9VnTffOgPCBqSD1p66b750B8eNTX3HmaljbiFhF3BGpE33oAe8fxStPz1vax3SjDkzH51+/LXf8ErAIDiKtUr96bKepe8vmTvObNOjY0ga+HbsXonZCXqwZ2z/+pEcVU+boztd0ImLxjUFRQ7H0wH737PUda7BHnBoE5RNLEUXucjYgz0REQSI2R6iHyObLpZjfq5xrAZur6X1K2Wkrbh/rw+34OIu4lIyJD8/T+P7Dr8xV5gcbTlD4+amk8nNc0Hh84NjbnGKmMiaey24Je8vum/eHJeVsieZOc+c0/D96nTnu345k/CkPnSpd6x2YaKfDngz/TFJQo43ZFOtjz/ZNXzuxOO+aaa798AADydC9l74cmSF4BnaQHZCft6UoSBnohIesL75yQw3Ot0usTeMwT69ojjDsQ6btF12U0aWI2+B+IXeemlhzO2e965e//+zmdBu772y8ttiV5mNTW5M3C3EO/bbfhAEiWP+5sd+e++iPm/LMEf6H94hiMvZn/qWfICdQ01B+HR6Aq+7vXV0He8If/miftrIGdntgxLKFFosHw5wqmzjzcgdAGfAAAWkklEQVSpYBnb7xFG6FP6ZSUZAz0RkVQFz6+N2Dxn7QAdrcO9cNrAPcNmUrjwFiH9N1Mc661Gdct1L4DSk1/1G5RWY+t1r9eihk5nER502U1YvY/LrD81AqezsKsLLS3X4WvXs3IqWX233aSBf787Xq+s9GSSB/ojLL20u/z0mIgXkYpXII4f+/KTeKO5UIweSPZiKCinDVv6+l7WtX2etyYAuW/T3QnHN03ltkoAwLRDKHm/1p4HINDlRgYPjpbbKoFpjzXspDmV5YOYar+Ha0dr3gbw1GMF9gDTYXtKEwM9EVEmiNg8Z40G9sIwfCyn3XCmD3+LzdwkbPBzA6uxFV0OhwaAy6w3WvtNpq56y3i13aRBNYQHVqN69T6NgLOw2d6vsRr1J79yGJRwuVyw9gVOZTWqjVa7KRdA7Xl7vxIus/7ULZdB7KU7mS6Bc0wTizcYMbk7cbve/2D/BADA86C+V3hx6VLv2KXVO/v28fN6HtR3PFh1wt7bvpdWWtmEHgX/S3cnbp/wbXKf6I1YwCNmXCmWiChj2fxCBuNjTPOBk2xgtdo13kI4YVznDJwt8OXEeLhrbsZ7vUWlUqlUqtcv3JmZc8W4T0l+LgBNY+2IVq1SqU7dgmtuRlftK8/RVOt8pyrMUwJcDzexPnvz10kt1k+9038/mGFfEYkNR+iJiDJfYGw78DSNF4M4h+rjGum3GtXj1XaTxjU3AwDKvMLSk+dX18LMhxwSvo/LHHjN0G83COPvaC60jFtNGg0A67ilsNoUwxdK5CNkelb5U5Iw0BMRbQmbCfFJ6pUZcpsR8fxxfZgAQNPY1qNVq7xeWX23XQkoTc3japXK11BaKIUPOyZ0n0b/K4Gi+fpuh1KDLv9usvpuuwaIMNxPiSEM0sfb6pG2nKD1YoFI/eOLqyqu7fNEXGs2s8i8Xkn1zScionSIN9DHG8QRZV7vGieRVj9+nU4n0dHZdI0rRwvuoi2UX9e5525K9GdgY459+UnS/7HqGmoOTo+diLLUq0xeMHg0L+fpXOIC/bnnbqb9E86IOEJPREQJtoE0jzg/Q5BWmqcNEAbppRvfE2xxtKVn4J7XC2BfzdnucgUWR1smd3XXqeI6zdTU6E/KD+1OzjWmnuJgkefmYLRXs9/VyReml3N2pPKS0oWTYomIaH0bmxpLtBmfvflr9ocBADg6e2wHmnvH3r889v7ZA84POu9v8DyTUcayJUkmz855mnWkveb79prv22uuV2XLgl4trlK9cs9x+VnaLi+1OEJPREQSk4TheatR3XrdG9RjnsSB4/QAHk4Nz1b/qs23HrDicGMvACwC+HNnR9cfvd7AWmNTQ03v/5cXgOyn/zJapwLwcOqcYWwOgOz5XzTJB/74N+/I0K7ROtXqPeUDfSM/bjSUw9HZMZzTfPrwNkdn3+M3G0U+lr8zK2cHrl4Zu+QBgOKqisEqh1BDL5MXdOzztPcuoSrN15gqHKEnIqKYxDJIH28/SnFwmfWtFl2Xw+FwOL5qm2nVmznddbXF0ZaOppapoN7c982HOs4NLMZzhiHHejs5OjvMU6sekE/+dkWErXZUtveOvX+2Cbbbi8B982/QOvb+5bH3L59FV+d9YHH0Y2eZ+f3LY+9f/qLEdmvn4dee/8UXdSosjv7Ot+fZJs/wwKKiouTR5H3g/p9nd2HhGXD/z7MlanGneaG7fMdtIc0DmH6ynFOZrwWEYptvLBk/ETYYAz0REcVq7UwvlM4LUnlVmzY/64S/x7zyQG2Jc3Y+vRckRrteyneOBEL21PSjwl0pemcW3uze/sLss6C7qUXHlHArpf5ZOQAofiwHgIfPHtUW+Urqy4temn3mxrNH8Ofy3eWnu8v9/2bbDr23c7jmo3dqPvpN72MA2F1YNjvtePgMBzRls9OOqelHBwoj3UKI2pPlBQD+YptPPevsnllYckNERHEIX641EPGlluMDcvNL0OnrMe+6NeIsqc1NxttIvN/iC5Ultsn7KN8LLI5O7tQe8AwLL4SUeTycOvexEzOPXzj7D3j/95MAXvvl5bbtiKU+JCLh+3buuZtbt/Bm78/y//D5QOHpw9sAuAcsXbdKPiwPW8ts9/YXRqYdbXtVAKamv8svMmD7C7DaHwqzYO+bD02jFi8AeDh17mP8aux9BeAe6PscALapD3g+/xhl75WrMT0yibI3t6X2a9yAuoaaM3CUDbp9/Rp3ZuU8Xf4B2a/uy8rZUW6rDOyYd60960yHfSg9l5kaDPRERBSfwLpOwU+lTGnot+cZfT3m67sd/ckpoZdoW57ADdtPCstmJx3Yq3o48yinUA1heqWveEMlRMOBRVUFMCPXjjaqpobOHfvny4e34eGiG/DVh7TBPdD3+e3FQ4cReuDhsAQpRPmtm+NXqNqaH7f0NH22qstN2F57DWenm2o+8t8j7QVw6L2Sc4aP/hOATFZ5tv1nkx1d/9SHL3Rl6PmgZswrk+XVqoFnwDZFRQl6n+zaDcWP8d2tnR+Kvd4GwPCf5o4cVWjhFpK6tki+cG9qGkt3e8cu+ffZMn3oGeiJiGgj0pjjE73QldWobp1pG3Y4lMIT9XiXuObFusz6UwhZ8DYNtqkPeEamIP/rkxcqynHbt/HQezvP1Xz0bwBksrwmAEDhTjmA8soyIYPuqznbXbiqPuSvUQ4MxzTvs+1Qd/uh0C11vofldaf9D3rH6lbttbv89Fj5ytPy9t42AEDo2YDd5adH/ScphxR4PQ8abqht7TVnAERaVWorYaAnIqKtzTpuKWkb9qdlTWNbibbH3KhJd3wWIUVFyaMvp+zYqT7s3xSheCNAyKCLoy0W+8Ow+pC1DiSKkddp379mJ867E7f3T6ToYtKKgZ6IiEh6rEZ1y/WVPptWo36usd+gXBnOn/fvUHryq00O7h8bvvnX/8Zvvvw/n79aNttjO9B8CPDN0dxdGFq8UeE/KlAi/9ovL+/GaMg5ww/E6pKb7i8/+YjD83EJWnwKQGCugp97oO+DBU1v2970XB0lFQM9ERFtbZpqXWvrKfMBIfVa+zqdJW3nRT48bzW2osvh0ACwGtVGq91UXdjaZzWYNK5bI4XN/UqrUevfwWXWG639G64hWjX7eaXwQ3G4USjzCCsF2Xu6G0Bo+Ud4fUjYgVC1tasCDyQ+hzgdnj2aUbeORZ5e7B7o++Czv3lfS/U1UYow0BMRkfQktIxeY7J3GdVa1QUvAFnpyeG0V6uvxzU3o6s2CY811bqeORcM1brWcasJ452F1Xa4zDPe69dV1337l550QSPyr2mVzab54qqKa5VZ/mfLV6+sdCvPXFPT39UWGcK3C2tLyZ6vfO3571J/VZQaDPREREQak91uSvdFxE6ZV2jx9dmEddxSWG0ClI1tPX1GzLQ1mgDkFZaeTP802g1IWGebwBRJmbxgUFfwdcb3OXH/1ZM762mq+b0XofU2ZR+9f7oc7oG+7xbSeYWURAz0REQkSeEd8RHUY1FsPSItFotOp9v4VTk7X1ddEB7K6rvtJlPXuK/Ppqy+264BAOWB2pnOkdphJQBoTM3+HQDUdztS0rbHV9eB0NbyDqEDfdj2UMe+/CQpbW0W7rmnkX28SfUKsnKeeqxFuNlhHwKKqyreeXL7hFNxsV0lfH+sN8ZOOFFcVdGxDzk7siCh3imehcfzqP5wrFEBAIujLX2j7zUe2g3sLj8kgR6UtDkM9EREJFUhHfER1EwzPOtLmNLQbw8tpdCY7A7TWrtF2CHJpoY+6JW3jjUKreU/aJn6sLtcaGLTNeKr7XYP9H1waKg1Wqb/7M1fJyzT51QGLS00vQQsA1kL347VO1FcVfFOCYac2a/uW745geKqfNwY2+/0jeUXOx8AwD1HWe8S5AWDOkXRxJIERvdVbe29K8+27cp/3PXl/UOcArtFMNATEZG0ReyIH5z1RRLrNztIn27C9X/25q8jv7w4+jt7blOzkNQVFSW5vU77w/JDu++P9D5+6Wyjb/th3eFbPcMDlRGWkRIImR6br7oJGllXXGxXaDELLM8/AYDpv3hyXlbIoHj7qbsM8E445ptqvn8DAPB0znf4kyUvAM/SArI3dR3pIs/ZBRbYbB0M9ERElLGSEesDVT0hUp7UXWa9drZ51RJYK70sZaVtKZ7bu2rlI/dt53xhya92Aw+fPcKusp+s7LYrH/MLYU0qgwn3DMkqvwHg9bi/2ZH/26Ksq39ye5F9vEkFy9h+jzBCn5R3TIH75kN/wNl2g39NKM/C49yc7Ul/25Dpy1Hv9yjJGOiJiCjzJTDNR1sid+3bhsBtQIIG6V1mvfbCHW990CarUd2T71vvFlajWmvMS8OCt74yetnzv/iiXAFg9/YX8PjR/wN8ZdyLj2eB/BRcSHDJjfXG2BCyj6+8uPTpt7D93HPZA2Dp63u4drTmbQBPPVZgD/BDCq4v0fbWNu36YPK+oVyosbn/55FdZV9Ev2tKiGNffhLy6xBc/0apxEBPREQUkzXSPII+DYiW1xN1U+Ey61+/cEdWWl9fagne2mMp8c2IhdC2JyHvFi/F4cbewwDumw91mM+2G8r3/qwWXb8Z+plQNz81OXDP61030G92eD7S+qBLl3pvB54U7cxauDc7HW3nidsnfI/cJ3rdG7+OVFIcbmzt7Giq8YZ3uUmd4F8QhvtU+lG6L4CIiCiJEteuXjxqux0Oe3/jqlg8P+ssqT2QzBqbaLVGke2tbdr13eR9AKq29tZae1fNR+/UfPTOZNGHx56XJesSY5N9vKnm2j5Pe6p715z++8HkrZZ17MtPjn35x/sFBXv27NmzZ89ohDSvONyYyGViw4fnQ9hstnPP3UzY+9GaOEJPRES0vrWH5wMSuuJVZEpDhNp419wMkD9v1r9+4Q4Amay+axP1NhGze+AjiMh10hFquAOvqdrae9uEh4ujLY9f+sf1YmUi292EWbrUO3YpGSdOm2ilL2mvaBd+HZI1F4KCMNATERGtRUi3saT5Nc6Qgk8JvHcu9NR+tVJDrzZuJtNH+3qFiBYhKUao4T78xV5gcbSlx3ag+fThbQDcA5YBVH9YHnpwSqxePjZo5akSte0NubBR6EOfNMIgfWJzdsSR8sAqDUmy7vB8+JUw1icVAz0REVFUMQ7MB0vBIH1EstKT5wNj95rGthKtfzHZ1FAcbvxwoC9spdJth7r/4VHNv7/zGQBgX83Z7nJFLKdL/CD9nu1Z4XldJi8YfEMubJfJCwaP1lyE5DK9yAU+22GmTx4GeiIiylibDNYbSPPposwrTPclYGVGbIi9hrH3QxfGWlfCS24UB4s8NwdDt2pfzsuZdjQ4AcDredA+Kb/284Ji54NkriQVKKbffKxfY6Q86mcpacLym6TipFgiIqIIEpvm45tRugGaxjZ09ln9T619nU5ddcqbVoqXTJ6d8zTrSHvN9+0137fXXK/KlgFAdv4OLDxbDuw2/WQZO7L2JP1yTv/94CbnyB778pPY614SK13vS2vgCD0REVGoTab54KqbwKlCapoTW5Oj0x23WIbNerWqRVhYalOTYi0WS1lZWbKHftcYpU7CjNidWTk7cPXK2CUPABRXVQxWORomlmaf4u3tWcCSsFfRzixgea3zJFK08puQ70wg9weW3MLmJnXEK/h6NnMTwkH65GGgJyIiSoXwPiSby/RKQ7+v1bxwz1BWVgYUOBzS6NEZGOVNUT8Wr9O+P6gyfvrJcs4b+doJ+/C058wbqt+WuE84ASjeqUxloI8o5DuDoJ8cYUvsUT4wIXXD397gm4d4332NS2KmTzgGeiIiylgbm5+akGKbQJZK9khq4GrXXdlKnML7sSSvYWWQJ8sLyALgddrLoLa9UfP9GwA8Z67M5RzNWu/gBFpjjmzE3jXxnj/ip0MB0YJ+YBg++B0T9ZPMvjfJwEBPRES0IoGl8+suuyO58J0oIUXYwTU8yVp6qa6h5gwcZYNu32JSO7Nyni7/AGD14H1xVUXO9OxwUi4hjaL9KAYH/VTW8wTfZgRifWAVKgb9DWCgJyIikqrw2w/p3icEomRSGqgP/2nuyFGFFu4hAIC2SL5wb2paaE6/z/NW74O7gExe0FGJq1fcqV1BNo2Cf3hS84FS+LtHrCxipo+XzOvdMj+2RES0JcUecFPfpzIZjTU3H+jX/T5sZlJsLD1SkhLpgheQCqwqBWHwvkjYvHz1ym1h1mxqnXvuZvD3k21kRJvpzz13U5z/NByhJyKizJeatVqTSmh8GfxVRIvdmxykj+WuRmw9zmMSMi82YGhwbCgpbxioIYlFsmqNpIlzZ+PFQE9ERBku+JP9NWKumJeRitb7MpoNZ/qNfRNCwugaQX/dseeMmS4p2qFcykgM9EREtCWsHevTlebjTd6bvMiQ9a1C3ncD34SIcyg3NngvrSi/xui7VL4EkeMgfVwY6ImIaAuJ2NtRzGPz2OjlRbtVCJ8HGbIAVlznX6PmB2FD9WsMz0souglRfo3vVepnl2YqZvrYMdATEdGWE9JKRczZa8M3G7EM/G9ywaA1DgmcWWJ19tEFhuRjnGCQ/CsiWsFAT0REW5F4QnzaG00m71sRPFS/dvW8mMdi1x2SDyeeny6pE/MPhqiwbSUREVH6Rcz0yRieF8roU9+dM5ZWlYHH4glwnNsqBuLJ9KL9eWCgJyIiEoVEVfbHMt4v8mkDISUr6Qpzok1vW5BIMr1ofyRYckNERCQKgQKVzZTfZECaR6S2OWIIc0SixUBPREQkFpucpUoJJNqx2K2JxfRr+1G6L4CIiIhWsdlsySu2kSKbzRbXqquUkfhjsAaO0BMRERGtwuF5cQqUpXGoPgQDPRERUYZIewfM5GHFBQmCy9Ii2po/JAz0REREJA0RKy4SHuA4PC9+ayw5nOIrEQkGeiIiosyR2YP0EbcntgaDaV7StuwnOQz0REREJGGBGoxYYty6syqZ5jNA4F956yR7LixFRESUadZeKTZTM+u6mZ6j71tNwkfrRfsjxBF6IiIiygRrt0ARbRSjZBMG7DN7tJ6BnoiIKNNEq6TP4OF5QVzlN5TxhF+E4J+KTK3GYaAnIiLKQIHhaiHW63Q6bOECcQ7Pb1mBf/eQcJ/Wi0o8BnoiIqLMFJxdtlSc3bKtTmhtGfxbwEBPRESUyTI4xMSIw/O0hswowmGgJyIiokwTqDgiiiiQ4wM3e4ld0CDF2LaSiIiIiAhYL9aL9tOeH6X7AoiIiIiIRMFms9lstnUXIBMbBnoiIiIiohURM71oh+fBGnoiIiIiohDSmobBGnoiIiIiIgljyQ0RERERkYQx0BMRERERSRgDPRERERGRhDHQExERERFJGAM9EREREZGEMdATEREREUkYAz0RERERkYQx0BMRERERSRgDPRERERGRhDHQExERERFJGAM9EREREZGEMdATEREREUkYAz0RERERkYQx0BMRERERSRgDPRERERGRhDHQExERERFJGAM9EREREZGEMdATEREREUkYAz0RERERkYQx0BMRERERSRgDPRERERGRhDHQExERERFJGAM9EREREZGEMdATEREREUkYAz0RERERkYQx0BMRERERSRgDPRERERGRhDHQExERERFJGAM9EREREZGEMdATEREREUkYAz0RERERkYQx0BMRERERSRgDPRERERGRhDHQExERERFJGAM9EREREZGEMdATEREREUkYAz0RERERkYT9fw1RcEh75YtQAAAAAElFTkSuQmCC" alt="plot of chunk CountPerCapitaRank"/> </p>
<pre><code class="r">dvName <- "Count" #The county's rank for the number of victims per county population; darker counties have more total victims
dsValueAllVariables$DV <- dsValueAllVariables[, dvName]
dsValueAllVariables$DVLabel <- scales::comma(dsValueAllVariables$DV)
MapCounties(dsValueAllVariables, deviceWidth = 14)
</code></pre>
<p><img 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" alt="plot of chunk Count"/> </p>
<pre><code class="r">dvName <- "PopTotal" #The county's 2010 census population; darker counties have more people
dsValueAllVariables$DV <- dsValueAllVariables[, dvName]
dsValueAllVariables$DVLabel <- scales::comma(dsValueAllVariables$DV)
MapCounties(dsValueAllVariables, deviceWidth = 14)
</code></pre>
<p><img 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LguN6BKbFeV9yK+tOC3BFyeL3dVGbq1TF4DUwkNWbYfOUKDSJn5lY1jXgAIqIGwo8j0llCHZaN2jUqpuX/JXqqiT5erUvlqPG6xEJXbboY+y8R3aw+/ZXlgglcYgSqx5avxGABSqWNr76FKuXtXgQmOL8JeD0s6aMt7wHUdI2J7pAhH5ze+A/MxGvT7UGnrTduDT1DOmiLEGmsq1Vqfr4d9FsKswPFszRBfN+A4EpsO1Z4piqOuQfR8wKLnnAxv+9lnAACgS04Y+xTyWAmDRj03seNjjz0YmgCXv3/zY7j5sgocp0psuQUAYHnEmIrwu19+Hl4osy3IVjyncPSvbL9r/4mDU+JnEjpz3qYCeH59q+yae0JQrwsvbgZY23sZABixWR+w5avx+Ob8iK15TzPPNXV8ocmc2Gz/yT8p5nI5+p/wQbyGmiIDwMlaXWKtnUOMscH+737XV5Ov53de0FuxZ5xz2qsqcJz3RLAeYu2ls/y+d7ULKU7wSCXyn7C3K+z5Ep8NV/SpNh5mP+jfbN2u6oVOVTlsihD2liaWhh3eB4W/tCifcq5UaVxKYFRKMgBEDLntw54L98YwQdW5N9TUQaXdtC36wZuEZ8qpN6TlEzDYw7ZonQCm0oCTJgNQqjQuVfC6vXJy/bhlS5nAAyVmhj7LPFi/G7qPaEdkilu5FSDk67Si4quOnAe/s8X45rxRuHb94CP83f0md2Y/0y9fqmJp+ljLdZt2AQb8yrbwxLZzu3SNQonZA+i6sen0Z8hHR0cAjikw8o7lM+od9qqdAhHi6i+y/x4AOPlfHvzp7//sb3DkUXa70ih2Cv8SyrZN8L3vhnf+9+0zqHpnjv6V7Z/ONtTbv/Ke/9fnn/3Fsvvrh534qQ76HmiO/rSQDLu0E3HMsZufeNfT36KeSD4jBwBwpUq3576aEtASjIrx9ef5r04YmhR2XdADl8+4D15MpVruFNpcDAPwlPg8ALC9XUlMBwnUW+qhJxlOPrGdBADg+OI63Sh2Cu0mxxwOhaIA7bNgkI16uXKfgc3C63Jj+1H4vzRdjgpFYg4LRq1TaFvuGYEhpdv/ILNDi+Ly94mM5wveJNyx029Iq2UWVxzKnmRqn0kG4zhzzo16Wetfja1HQakDpRSpw6OMIPP0WYxQiRkfarfFhxdqtdsCvu51K681vIYgAABVKrf4uraaXaJJie0DSB2cuik8YsUR7qWzMJg61lSEYg0q7cgPtKA7WXKgxqZPeIb8lncwAI4pMMpy5zfqjQb9TJ58ydxjj/k6EpsgA10A+Pk8/xViE9x/xyPPvWOfYWCSTdD9lf0fyPqVS4Ff/84TlWyrq8p7w+gSTtHXhe9Ye51+tnJGzh5OrvNso2eKIkO7dkaXtT5ft5w/GfGs0ik2lBl3w2ZvkD7chef1cdl5QR8Vuw0wmjosHNZ9GDV30Ld1d0O+gh6EIf9ma+/s7KJD3tKr9hnYJCIybABEeFZEdfOPXYsf+UKQKC7Ld9JXLzDQx9q0gNc4Ra0XOP2GdFs4rjgUPUTfk0ztQzUYx5lzAdRuy7NZspwSI7w3phtB4vRZiLAbuv/taEfk6W7lvrN2+Ufd69zc3Dg7fAC4OcoNLnQ5ToErVWLL4DGzjwb9bHoPGKCPtYyqk3YnO6DmAQD20ka1AZkTBshNv9owCmcQeaLaz5D/ycf+ZKb7vJXYkWMA1Fde8b1l2QRL6Wx/0HZsgv/ff+5nf2kvIFMov3JUuzUz5XAKFzqpk9zy7Aco14UXmqM/5doxhwZkC3vej+qUeosNI8oo572goKfVSeast2Snk+x/jxqf5y2/HZRTTDjxGYIgHmhRXF6oEV176SzULDMjGbtH5pl+Q9oUptQwj9vHZzCOM+fcWJkFnNdcni83lBK3H+g3IbfdTH0WOtSQG7qfyY7IziQht3L1Mq6n+VzQY/tKlUbR3T6RwwjcVwKmd7Vr7YUZylhTEcpGZYOvkNuEFpsePlGdZ8hv+9lnZvrmvIkdXQv9j+E/nCnmtVzvsmwRAKD/1/+rJgOYg//nL/8yW/kXQbvjhF852E72nf5f/8FLtef5OgdMtI/b9OsiKnbaCD7F8l47toBnPOOTXH95I0BBjyCbRzyH74ATud2D6oBO6b+ZBKO4fO9R4/kYsantS9ZjseML3d40xxFqtwpJcBll5qTtSWbqEzAYx5lzbrwWDABwbR72QzmPfYRmOpnUZ2nQ3ND9xzPBERkobuWrNc9PhBGbbUWwd6qewFZPvCAjNusSy+bGgd1s9Fiz17kZ+x8HrDDSd+OhxaaHT1T7GTLP81GWu7CV0HrLSuxo+dD/h30GAH7+n2bhvzkRGQDGcvQ2FaGYyzXAE2/KyU2QWGGmX5n6679tYo6pqddFHPzXDpfnoVyWrOI06mXtZjxGQb8gKOiRJRKVCAKAEvweMXiS3Awmpog1Z1KJ4fBNKygTp4wItQDNBhGM4gocKiWezw7A0q2PzHbJ0KXckJYMRdPT9iSz9AkajOPMue3Q3dDp+B2RaW7llMdIqyIoJaP3QPHiBSPG+p4GIKvHm9jxLe9gnH1tsNdSf+VAO8/zsywJEQ76UT48ngyCEdcOJ2t1YMs5KzTu+tQoDkJTIDOBhaUCzFLy2ltswi575MUaTy+7vV04WkrXdb1dMcrWF2gHv+u6rl9kKIXSbbmp67qu1TO1YuDLJ4kpPC9jzJlcokuEeKEVhYlZRoRSgGYT4UqVrFM3ySUUz9fqqtYDZaedK1WyrUbUqbGXzoYb10CgyiwATKhhHruP7ySIPee8xFvf3ApokT28a6l9wHHX4ZiHGafEjFPWzsJ2RCZvFTuFthZdodNzbW0IZm+QXs0xYeXXZcOITatg07ueeGSmkav7lX1MuC4cbKf5iC7Ua4eT7UpV8l6v059y00OmgoLeC02SRuKXmJyse7g4TqUOTq07KrG22kTdELYCWn3BOFXupsnNUH3EWJXzEos5NLJGg52kkGgaghGb7hlGLIeHzIT+G0jEzSPYhR7RFX/OTU3HH2dPMrmP52efYc65ibG+zbhdn2kdjgsjNt0F+vr0IHVweh16BhbYPapda1ma6FaudlvTqpmsAUaU57jTTK5z7K38uujxJRfqDtZUBDaXyz333HN0A5Nnp+qc1B5r4HPPPReobD15JzzfrzwztOvCdyiHhWyr7NR9LttdaNeObw9vKtUarCrj6w6Bgt7DLCWvgxLTN49UbvF1pyrQVGvrdhBQ4XbJ+aCUDOzjI/sEIM/KS2lq/8g5E8xo0O9DwRZAZ1ANreTk2x0pAsWKSW4tRzWwZNy0/ptExM0jtNJzpQrULt0+lzVi3eHyfL9Wtb8t9bJmnSdxbkhrIspIvxi3u3mb/2mS+75/LZ1lHV4KquQoC0Zs1qFsSyjbCZ24ldvm/VxAcsFWFGvzinVyTnqVPUp5l+gdrPvQ+Jlnfpby0NhONqXrun7tblQ91sBnnnnGaw2cthO+NaKvCwheO+2KUc7lcrncPUfCU68dRmzWM84jM0qZN2Q20IfeQ/yS15NynwUCpBKUXmOJuMHsZm968PvEeofU+oiT50wysRy+JxaFmVJGhOaYvhnQorgCcX6RsYC0eoG0iLGNwOdMT6lh7mNiH7Xbgkydid1/MWbPZxecILSWxl+H5yaQ2nWaI/Jkt/JgRt4EEo7lmKVswm4RnQDXl4X9jpuF3TcyOvO6r9ODF9zkVNTkvLdA2Ik/2kHff+3MGJLhT7PrMLeBA89SFPQ0JpS8npj7LBiOtnHpNVbPlPqCkdDkZozEFFtPdImQWAVlaGVEYhWgWSNxIsBokV60yLBpdQTXikfTU2uYx69zHjIYz1oXPT5x89nF3677mbAOL40dL09DL4kAsFkiyZO/y3cW3eoxRO9gaVnY/SOjM6+7ncyXXnrFfR45eSe8Gazi2pn7lMPoDhT0kUySpBMlZjh/2Sam11ghoWD2KcHvNtFycy86MUXMOZMKrUSIB6oT+cxlRJLEzgivOMYw6v6EYjBe0X5moadJ07br85gG5gDL0yQBa2nTOfvVep4xRu9gIcZD46CAD2deVy//66uP/b7ofZ+2E94UNuraWWTzuR2bAfShD2EqAgnJjrx2yC2IZt4Kh6MF2ZT0GishMph9QvC7DU1uUhNTxJgzwcRx+KY6kVMc0Gn9E8UtRYCtianO9LeU0WIhote36JREU9bSieswsiQmm+c3CLVrVNruucDJ7YrRUEwnopR4l7shpJ4ccyRqSJIsZ2+nz1y50ThZ89zgmP1M37OuThma58EJG7Uyr3veNpVG69GffsJ7uo9vzhtwZvvQw1Kiw5EtBgW9nwm5yQBgau6zcDhagtJrLAgtmJ0W/O6FIjepiSnizJlg4kYgpZ1MOK5V3t/ujqX1RzaIyZp+E/czMda3mbfrMH0dRnYNc2gEHsKS80rtGqfXuq7rpT0TTKUBTshpQzHtmk26rml5INsWVSpbffQzqC4skK0dbLyHxpys1fkWCRvNdfPt04OU5xP2Ov3snTu+tJXRO2EEoYAuNx5ilLyml+AGiA5HoxRk3jro9QUZsdkGoUiK2niLQMWIcaRBnXNbmDMCaa52ZIOgV5DdSOKsb5y/yDyJMuKA4ShraYx1GFkWSTnfmP1MwIWFZO7iSoVGkT0fjw9Or5uieJYWcrl7QKoTAowG/UyeDOHyfGMIYA6N8dVV7sqa5OB0xlwKVH9Iv9M81XDnWdhNRejzJ859bjToZwvv/vFXvR95hgNbjKScBshkUNC7TCh57ZGeUwi7k2xyeo0lMjERxCIxjrT3d1Ge7owT+U6TqJsrdX2be7s+YR1Gdhcunyl7qluTgtgaAyA2NRFMRaj2VOg04EzXyaawCgB76ay9DVC7LUiXgNnPHJwukJaCuoM9LGRrZSmvyRzAA6ncylZChjufBZBkXnfD7Yg18BFvahnKThhBaKCgd5kgSf3S0zPALylvNxwt8aA8nZWNikBCEABY7GlSxPuTc0QiSychG0hO1iK2harE3rsaA8Dxhc7tQaNYzJ2PU6kDngcYgSieFQTScmz5snHySZclj3Zhno0ibQfre2j8lsgH0YzYrA9y9k41/GA5m977sRb4WzM9uEZ2HRT0sUDpuQpQniJIJAnRWJPANRNZNhHbQk7WPKnMg+9bPvRNBkCVWNiXw0PmgGahsw6P53mvUvftbCmZ18G2BvJfDTTv4oNoZG4wKDYWmxiOhiDI9rL8CrK3C66ZyNphxLNCp2jXLg3Wm74dkpCcCtkS0EKPIAiyiWyBnR5BFsLrd65KuXtXgfcn+cxYYzXdGusPy3DHqhJbvhqvyq1l1gfRa9zGT/7TuBBtPijoEQRBNhTU9MgOYyrVWh+yBfLK76+iSmx5ktU95ljy37ZuRaoKxfXUq3LZzIv9drYZuNYtCLrcIAiCbC5J971BNhme5zf27DKVaifDR1diVKVyi6/Ts9XEHat2W8CfOHXNxRMejOEc9aYQZANACz2CIAiCJIPl6m/HIEqmnWAfdf7uLdlQSSHhM6i2jIj3Gq2sJ+fj/GM5WfMmljGHBkB64WNHkLWAgh5BEGSjQcebnWItrsxk2oCs9x6Jt3H1pyKR5E0GlIg3SUb25iTr/FxjTaU6cWIE2WxQ0CMIsnNsrJsBDdT0YRL3I04gUjrfPl5ZTzsSxwdsdcfpSHKI8H6ZYp6fd6ypCMVaBlO9IwkGBT2CICtkM1UXKuMtYGt+xE3bqk09GKLpV3XYriSPfLfX6WcLZ7R35xprKkKxBpW2hplWkSSDgh5BkBWyRqWyaToJQbaAmczzc9jyzV7n5ubGm2Py5ig3cNJTjgaT9PwcY608NyjmkcSDgh5BEARBkCnMLeVn2lozYlN3Mrd789ADAElLk6nTtPfMY01FKBuVNj1dDoIkBxT0CIIgCIJQmdXQvtKHY9n0XqBFldhGOpYqD4w1e52bsd+kP7lYFYJsMCjotxkMpEMQBEHmZg6fmfBNZ/47ESM2NV+hVU7WwmKbK1W6vXnG+iz6iIdw7NMc0VAJ0h6tVjv42ewAACAASURBVOvu3bv3799f94EsBAp6BEGQBID7c+Q2WW4qm5WevWZvkD5EYT4/YbG+lF9qMzMibDEo6BEEQRAEsVhEyk9Q7avT9Iwoo5xfkFX8LrPOiRuABXnTug8gFvfv38dfGkEQZL04OcjXzuYcyVaydDWPIMiqSYagRxAEQRAk0eA2DEFWB7rcIAiCJIY4egitpMgcLOg0H9M8j6EgCLIiUNAjCIIkhjhKCAUTMh+OBX2lpxBqegRZBSjol8+mPVLctOO5BZZ1q6B9dTv4lSIJAgUTMjfOaRPTYO8shni+IYvy2ksCy96Mx+QVvSCAKrHdvIbVAoIkSdAnRUUlPZXpFnD37t2lzIM/5YIs64dAEOSWcYq8el8SvPfi+XQ87jmRaPi6reJViRUULOI7C4kR9CitkPjg2YLERJWEYakpMv5C8aYiVOFsxluJO9XiB7MwKJiQpRAw2AcaEWRlcKVKo9ozRZFRJfbe1RgADk6vA+uj81bq+EKT9xThcr8pc27tYGtNHfm6caYiVDvQ72fqmgyeyZNeWyoxgh5BEGTp7KWhOwJgwOx1Mnym0zNFkYHRAAqlpBuGNkfTJ+XhKjKBTTiRkJ2C2c/AEECVylDXdQ4ATEWQ1KbramMqDestUxGqitk8LBiXKnDQNbIAI4BR1yiUGFOp+rpxhwD9zInW5ECVWM/k/+ODtX3YpYCCHkGQ3YWx7gDcaADpUh6qPVMUyV0AguYfbkJLKnXM85AGc24TkT3DMnFiHJerxmYV6CvSgrhPQJAtxhwamX3GHBrjq6vcldV4cGqCI+gZ8Swt5HL3ACCVOqjY67mZhsJJodNVVTAKJSbcDQCy6T3yJ7yTv+UdyTbjoKBHEGSHYfYzxtAE6BqFErMH0B1Z9xGfZUiVWEnVZJjQokqsASVmARMRmYF6pPOZ272e0MsS1misRRZnc54gbTSmIhRrTpyoY0fYAdTLWiavAQOZg9OA/+OI/ENcI3Xd9pIEouirVSiciYfQvexCocREdbNh9n2TJ91GgIWlEATZZbh8ZjBSu0bhkAHmsGB01dEgk+cAzKHB5zm7E28MzYktXJ4HAGsKcwiFk4LRVe2JxbN0I5fL5XJHtb71hx0TUWCGVdBqtYh+Svoda0cxFYGVVPuVKnleBLoF36D2RTaW4HXK13WL64rRUMz1Hdkt0CrnLO5BXeYAgJNPBkW7Mec9m5nDAtSKuVyOZauDDAxGVlsf9hlg9qFlpA+Z6G42/slfQJcbBEGQ5LKXNqoNyJwwQJb+asMonAEAs59pdVWZ4wBA7bYyeZmBCS3m0ACAeUxEwRlWxiqs9cgtkTUaksrtinV2a5m6o+Z5/lMvf+QPHv/m5G4h3z9TEYrnN8Rzz0iXmiIDgVhS182vDvfuXcGkvJBr4pEnmtq3ws2crOlyoIEDAGDEpiYGOjNiU/N1iurGNZtRkyfd3oGCHkGQnYY5LEBtYFnJmX3oQ+GMAQDg5HqXzeXsuyYHANSWVOogm4WCO59lIuqk2wwAHBagWMydj1OpA54HGMGh8+e58AyrxZH1qOmTRObkLB2U9OGIDoCuxJavxuOwb8aEVCFrZCu3lxN04ade/sjM07XKuSuPy02UN2BpWO0U2nqTcT33QrGkJdvNT5WE02tdZMA0TYBNOROQxUFBjyDIbuOYdAC8Zh2IsAzFalnERHRr7KQHs2XFJC/imCdViS23spX2yaBIK2QTUeNmielHvTDiCZDADfvPBCM69gBakNc02WlxDmtCqpD1sa05MedR7aEZ3MvTSs2uSsKwJHNg+elZpwGX5xtDczToZ/KM2xAK9zw4NcF28+NKhUaRPR+PD06vm0ED907TarUSnbkSfegRBEF2kR3zqjcVoTg40Wx35AsoC9PckdVui69rTZHh5I0IReTkOpRtJ+JwRAcAZColzt/idB5f3SOOwkfnN963NoGWzboPZJPh5JNBUVLB9tMjrWq3ldln9tJZ+zdVuy0AK9zz2j7bdd/+khGbmqZfn0Knt1nngRdTEdjwFeqPJok7VpVYlpz87mBVyoVIergJWugRBEF2lFndbxKs/tXLWqbuf/pivVApGUV5vnU1HrdYqGv5rm2Gn1rjZhXpR104ud5l712Nj/MRMR4AYFiVFJyWERkXyOaxsezkgyOLqX7z5NcXlHZTDPn+cWcFgTj1HVvXKCef2H0A4PhCdxJoOefw8YW+qSeEqVRrfcgWAo1C8fxmfDzbWFMRyi3rKYepCEWr/Cwn654Ho6rElo1KiYPf+fxyP8itgoIeQRCEoBL/YwBIpY7rrlHWddWg+x/T+njmjEg5Z5mN12v+ddLVOy8DHZx3E620iL+B95c6vtDlvUBtGk9GUchDi+h4tUummOC4ogYSmK7qU3By/bhVtv4XUHUmAHSqbO2G+NBzvmEBebcJTxxmZeu1fsSnY8Smxx/P2YYG/PRMxetDD/tyRB/HzW8tPn4zYSrVTobP9g1Pi3B0fpM6OD4+mHIChMaOBn3gT6wYqcNCtjYYBSMHVKnc4uvaxu93p4GCHkEQBGwbTVsXGSCij5XqmsyRRNCZut4kWq0oQDuk6Wl9KMYhz6gYBqfbwKskwmb47VBRfetGbgU0mIpwCRG1acCV/kEm1LjxuDVbTszLxKfqOFnTnP/5lBkjNoM+0e6DiM2XcYRII32CHw3dCoxoWegB4OD0ejm/s6kIxRpUPEuWtUau+EmPqVQ7hbMzqLa8ab8KF3qTA1MRWoPZxu6ls1CzM4n1Ov1sYS84ptHKVtoJ3OEGQR96BEEQ4nrKn9h3KkY84cEYmtYtwPFMlut8P+x4Su0zGvTBdnRmDgvZvp0D2VSEXO6oBvzxQWrlH21GWiHWfUTLgCtVDK/XvNnr9MGtTaPr+nUlO2WOCX7JHrfmlacf3QUcBU/CPLbnPJxOlMO3/YbVHuFczohNTdcvjlOpm/Oj0FhTEayxvpGmIrBsLpd77rnncrlcxKxZPtO5dAsgdI3stGtkYYgkD24ZGFGMIbgjxzJiU6sDSW9/NDjRgtsR9bLWd1f+RIOCHkEQhNg9PW4IjiobDfrZwqGz2u+lXVXuQO2zl86Co/N6nb7H9Fu40HWtWVqVszUShBGbmqeIzBHxdJpUdCYMvcYNCVgl83RW+jk2ClsRWkJzaphxPLx10HZJyoP7TM8qI+VuQVWJbaTbZCep1TO1YjiAMzjW1vT280Nd1/WLTK3o/kqjQd+uWvXMM8+EpC4ApPMFw17AlG76xHFqd3cXkgreAmZ2dTOng/Xn7CDUyYGn0XI+HpSxqsS6X12+ywa3Oo2WY4xJOuhygyAIEsBUqrU+X28yYPYMCIY4GkMTOM9twxzS+jBiU9uXLN/l4wu9ad83GHHzLEKzPWGPSNe4+US4nUzKKOr1WKY5rqzIp4UWXDEx6MJUhGLtZmznLD84dX46N/A3dRD6Qa055zzSbMUJGTEVoaocLsshI+x1swPKnuLwbSqNVrbQtr9Y1+vKg3pZ6/N1a4lhxLNKp9hQSpwIvU4/Wzlznx+yDTdy2kl/SWPvsGBcqsBxZm+QPjwEsls1g5EnYqnSsLp1MvlmONok3zWmJ79/7aVq5zfPmgvI+fBYtdvKVtr2OcmVKlnytVinbK/Tz1qFR5IPWugRBEG8WAatZYjVycahzWOGJ+wbkslxK/Hly4/RbuMxuOq6rnnUPN24O23OufCbb22bLaiSZcNXJUExTUUQBGLgd0z7QbOup+Utv/5Hyz3IjYTyTC/wDDAKc2j4gj+Y/QwJG6E+PzSHRtZoWF/v8997KfrpCnNYMLoqmL1B2p2EEc/SDfKkq9b3dlMva5k8F5EmlSsVOkU2l8tVe9SP8NqDBzfEYYgMG9+cH8VNJWn2OvOMjfHFJggU9AiCIDamIrDFTqHtiFVmPxPqlNkPOGnS+qjdVrZy5jUOtRrLcUpYFXGfsHufsQfesnXaBu1dKM7HFMdiL1SXEpqjc4w5J0ILrogTdKF2W05meu/IRsujWTyuZcsJ5OjXjuzvp0g8HizzLXH8aCimpfVA7RpZGIwA1K5hHVDhTNN0/bpCMqJbZl1d1/UzqEqq1fLMM8+4LVtOtMM3cQAcKYJ9Gkd8E46At7CdBqNCOkjO+tGg34eCtdN7+kmoRp+yzGHB6Co+PR8VecIcFoyu1DUqJS4y2iRG8vtHnniXM0S/Pj1IHZxex03HxIjN6LFcnu/Xqs7+8LLmVfBqtxVazhMMCnoEQRAAIPlpOoW235U04DQ/GvTDOVDi9EkIe5b4Iha5Pas1KNE8AzwizKl61M+caBtjv6fYp+mOxV6ibd40R+d4c06BFlwxNejCZ3B19x6TbJDLCOTIVq4D30/IfEsUvTmEwknB6Kqunre0lLUjDpt1SQsJ2dzAeljL5VMvf4Tnn6U90xvfnDcsDa1rdSiHNT2X56Hl1B1TL13nKwqcrHnWukceyfRrl1FbJuawYNQ6Hj0fHXnCiCfQsn/ZULSJtak+Os8sNf7UeehDh5O1eqZmHUzYhTCxS3UE6EOPIAhCRFqUvzhzWMjWypJdVqjcylbawRsSrQ+X58tlx6tYvaz1s5VNd9dkiM/s3nCQPhTBejwelduREK5CDxt1j6Q5H5tUx2IvFCdjmqNzrDknQwuuiBF0MRr0+1AhycjJgxLlrCnC0ABIjxTh6PwG/AUWVhTIYZtvGeu/QE6qahUKZ+IhdC+7UCgxJGu+j4jqV2rmLe/44V9963rCn9sq3/oHr0Q6fB8CpA5O3XhPrlTJFu2qYg6crNWBLeesolHXp0ZxEO8ZIwAAPJzOgi8jJCNa0SRunInTFIo8AbKjLJQ8l5o/C/6MESbh4Ba71fuaK1W6YR+e4FhO1rTIP+5GwNi0Wq27d+/ev39/lmPdFFDQIwiCgNnr3Ixvbo5y557G4wtd5hix2QahSAJbvUWjiOm3KZLU5pF9OFmrS6yVH9obpLjBMIcF41LpQfrQuSVGSDSnd7he6ZJzsC/GaBAd8xZot5+x+DuaQyNrGGzuXuDno2S2jjXn6vBHSjL7mX75UhVLxLhbuNZJVVBVYq0CCxHESfc+VT0zhwUokqqlBzwPMAJgmMMC1Ab7DDD70OqkQ1ti+xMEql9pn9dqv/x3uVzOaQkcN1HzW6Xpo4gS5ZF4lKupCH3+hAMw/eeh8/xQldgyeM6E1xd5sOhE1N/y+mb2Bp6FatdBQY8gCAKM2NSp94VoY5HfOBTdZ4JxyBk124GuHuawYBQ7hbboGFGjJJrdO1Sv1NwkQW9S7NP0xETelmibN3EHDicvijfnrbHnGFxjGHcB4pUPCyp+x2IbaAxdCs6J7tpEPdWyOLnppBPym3VbPM/revSBbaGOv/MY369FPNNjSpVG8VIVLfVNEtoEfkFTEYqdgrXpNJVqDUixJOrzQ/+Z8OCVVvZ/puy0pkNb/lYNI8oo5x1Q0CMIgszDthmHZn3CbhMQYZEab41E2qf3Yg2NtnnLnF1UWGesKbtLyYm0GEGDq2WJZSCmcTdheNX8Fhnp71Ce6TFis60I9sMij9+U+5yQEZv1Qc5+xuh5Tkh7fsiIzbrEsrnxGABSb3lH++tOlWxnY+AwMV8qqBJbvhoHj42eR9XT//hi/dfOtoBBsQiCIPPAiPLmO9CsBFXK5e5FZVTZREL26VZXje9Y7GUvTRJ6UJIXzTXn8rA/moXatXLbcKUKeIId1ctaPyG/HADYYj3QGJbvkd2SCSdrWiDxKADYtWB1Xde9EedcqZLxDPUlloka6293/9bT73rCeg5VtRJRepic29TZ3+q6rrc9Fa1ixpRvUkKsZIOCHkEQBJkFTtZ1PRF2NarzcZzERKrkzw84LXvROpIdebJ8MGKzDmU7y40d3kEMtGkn+43Pir84piIE9RglSWhgUCgZqF1J1AvJXEmy3HhhP7kFxvjl4M8PPyfOBslUqp0M7y0+MT23qdptAe+krmHEE95Ki0nJo0r8hZzA7LPNT+abGNDlBkEQZFdRpdy9q0BbOPQw1qNz51F7zDlvB47mfBwjeVHAyVjtWvlyGFryohhzxoUWXDE5ywctYGOyh/PcgRyW4fbY02QnCbXPjqK0H94/EMNtoJmTdY/nFrH6ljgAoLUH2SLHmxlYphM5KbZ6BtWWN3V94UJvcmAqQmsQOSpQttYNJYmOKTeHBlhR5OQD2Pnzd/Np51JBQY8gCLKrUFWUn0gF5jxqdzxvSfqUmHPeEjTn45jJizxOxu42hpa8iDrn6lhXIIepCEfnN6mD4+ODlrc1OkmoH0oyUG8Pqdzi61ro66O12ziON7sm65cBkfNNBhRv64y5TU2lWuvz9SYD1JjygIA3hwZsaZzHrYOCHkEQBJmklqIVmNptAV/3PmqvNYJJXaYpsFuBZp+Ok7yIZvOezxa+fG45y4fHCh5luKUlCfVBSwbqdlAarSzJ0BKrPXiEsJUJcFaMI+fD9QFmmEMo1jKOSxctpjzPQ9l+kGUVwEJBvxTQhx5BEAQhainSkk4pQcrJvnKwESXmJ8y5uSzFKXnrYUQx/LOSU2CkCLYPfWS042jQ70PBrt17BtWAp716WevzEeVEae1RkI3HtoTJrp7XXqp2CmeL7LtNRSB1tqmudXZMOXCyVudbZXKSdPPtU5p3PjIjKOgRBNkY/NFyVlQcqJKlDML/QZbEJLU0TYEB2I/a/RPMosA2h91NXrQMxjfnDTizTpU6RGUw4WTNk76F2c/0PUl4qJvAmTeHrVZri1LfrJbXHjy4uTk/Imvu0fnN+Ob8KDfDCqtKRMz7q/xOiCl3s+vIe71OotIubTIo6BEE2SSylWvdhWLu4eRE5FhJDJPV0mQFBqFH7XHmRLaTyCShE3EMtwBgF94NPyGhtU8DNX0cHnniXe6ae316kDo4vY4dxW4qQtmohItg0/KomorgPuYjBbA2a5VotVp3795d91HMAwp6BEESh22ht1PdRRqTtu+x+6o+zmxqKaDAKI/a51VgSHKhJgn1MjkZ6GgQfdbQ2mOwfevAJuDkSzV7HWLRDz1ZpeRRZcRmPeM8DgiXsELmBoNiEQTZJPo1u9ahv+hgFGrXOL3WRQZM04xMe7ZN9jkn2m/5U0+OZaSUILXfMirtqKDXWPGRyHZBTRLq7xOZDNR+BZl6ZFh2ZHtMMFJ2BqLjuqn5UhmxqU+qIh0VO+5PhIUsCxT0CIJsEtlK/Gx/XKnQKLLn4/HB6XVzDbn7toQpaommwGiP2uPMidw6S9wKeqZ67aXvwWv/itfuOG+++6UKm/txIElonGSgFrRiXIsX6cKklktkXflSkQmgoEcQJLEQY5KpCNWeOVu+ZMRHZJnUyQqMPGq/cZ6nAIC/gNTqy6Qis3E7Qpbn+W+F/lC8ZKDAyVrkEzla+6zQHnOhxJ+VW86XisQBBT2CIJuEx+UGrOo81L6qxN67GgPA8YWOan5uItXSVAU28VH70hQYsh1slEE3IN+3xisP2XFQ0CMIsjFQ3DdtccgF/yNr6Iq5IjZKgYVBf+hksckGXU+1LARJMJjlBkEQBAmC6diRHQHVPBIgoZkr0UKPIMhaMRWhODl3makIxcGJJ9+NqQjF2s14TF6F4upC/RFkt0HNuioefuvbf8qnoz77LPzo/wx1S2XZ++974e5XXhhPmW/WX8rrL7ThP3Ec16YVuT9t+DezLFDQIwiyRkylWutDtjChg1A8vxkfe9tGgz5fpxQ+ieqPIMhtkSwPlkUP9fUf/fB1AHj4rW9/+PUf/uh1gN/7Onxq3sk+9fJHwBa1MR39vd02/2u/tbDsWcMkNvx7iwkKegRB1oapVDsZPts3KO8KR+c3qYPj4wPfaqt2W3w+wnee1h9BEOT2eP+HP/S//Je/+GQfAJ76/Cce++IXnv+O/davfeyjn3kfALz4mc9pX4OnPv/pnJXX86vf+GSfdPHKeoftUJzrYuq3tx2B0SjoEQRZE6ZS7RTOzqDaihb0AIULvcmBqQitgWfY0MgaBpu7F85jHdkfQRAkggVN2h4V+Oxnu//df+R/7+vThjz1kXcOf+Nzz38bHnv/k/D+D6Thq9/4YB9STz79Ff7p9/ef/7bb81Mvf+QPHv/mTIeHifbnJvyNJVHio6BHEGQtEDnfZECh9WCiU8uPBv0+VNp6kyHTCIJyZuVLj/bDn3Vp3nBzzrL+Ot71t5gkypENIf5XR0zpAACp9z4DP/22//cjHyQu8j9LHfLCF/82/eVP7wM8+Ldf+os/+pY++sRH//rXAQDg+8MFjtnBm2gfL/BdAwU9giBrwJHzYM46lJM1TxFyZj/TL7vV5kPMcVfbEYfLpGu+VRz/Kn7ZtcQCrv0UTcrZFT5OV6Yvwnv+8WMpeAWyT3Hw4Iue9m9/6y8++C14/4c/9LkPPAV8Glrf+OCLxEK/hD9qg7J+N0FBjyDIrePK+cXZS2dhuQ424YCqrbwp0j7UJnzedR3DZm4SNuEXmYkF/VhuLXRyOdo9zHf+5kX4+C/c/yWA77yo+t5xnOZf/MznXngO0l/++Ef/OQB8/0UV4BmAb0fNNi+OB85OkbiLZYmgoEcQ5LYxe52bmxtvRdibo9zggpK3JoAqsWWou0kpR4N+Nr23isNEdo75nufsrIBALMZ97YN9z8sXnz/+3PO+HnaHT37uBbfxW3/xwW+t9LiSlXFooyCp6O/fv7/uA5kBFPQIgtw2jNjUnbqR0/PQ++FKlWyxq8qclR2i28oW2lgCCUEQBNlhUNAjCLJBqBLbSE9W94zYrEssmxuHs9wgCDKNKXXZEARJJCjoEQRZK4zY1BxzPXClSrcX0cPfwsmaFpGIntofQRAP2cq1LeJNRagqhyjpI3HzxMP3h7/xBSutZOrJp7/y8f33AFjJal60envavXnlo3n/hz/05fe+OHVOeOjRO3cefQgAAH7y9z/80euzfgT0utkdUNAjCLJBmL1B+lCc3g9BkKWiSuy9qzEApI4vNJlTJbab12QOwFSEy/1maShUO9Dv34zHjlHfGXJwer19W4KnPv/p9OhL3/jkiwAAv/axj375Y6/c/coL8OTTX/n4/ne/+o3jPqSy7P2Pfwgs/f3UHzrtTz79lY9/6Hf+i0eX+0k9+fTnfukOfN99SZnz4bfeeXT89z/84etE2d959B8evPrGHJ9lanTsDobPbh8o6BEE2SAYUUY5jyCrpV9zQtJTB6ftJgOm0oC6rnOWyd7kxFKlcakCx5m9TibfBBgCFM60JgOmIlR7piiOpLI1BExFkNRmrKD2pPD+D6e577/4RVuRf+0r3/gaaf/Ak+/5/vDTfQCAcV/7zPs++psfeOyPX3zlfR9Oc98f/gZpf/GFP/v+/i9/4LE/fvGVccTcj/02/+R3v/PgPe+0Xr8vek545uOPvPmNVx8Qq/wbP/nJG4+++c0PvfrGrIp+ReZ5NPxvGijoEQRBEGSX8LjcWDDiWVrI5e4BQCp1UAEA5rBgXKoA3VomrwGYAJl9BgCA2c/AEMAcGuOrq9yVNcHBqQncFhnpn3nHne/+7Qvfmdb+3A8evOcddwBe+bYnZU3qyad++Z0P/qwVqebh/R/O/fLf6p+GHGcLesqc8NyXHvzwV+3Wh9785ofe+MmP57HPrwBU8xsICnoEQRAE2WlMRajCma4z1n8BLEUvgVEpRcarMPuZg9Oz7fO0ITyWfifAD+789id+4Z8T2f0d/e5XXhhb7f6+73zsffBCwBX+u3/+l38c5W+TevLpz733xU9/4RX4cOBvheeE/0z+b7vRv/HqfP42S2dH1HziMleioEcQBEGQnYY5LECxmDsfp1IHPA8wAmCAEU+AbVCTwnLySZfN5Swr9HHMOhKbxB88/k3aW888Iv7Ce37piUc+kc8/BwDw7Ge79w//ff73Bo+Iv/DQ3/3JP/rmc6TfnacVeM//feebX3ocAOBTL3/EykD/ax/76P2PkT2Al8d+m3/yz1p/8W2A98c/zDdeffDDVwHg4be+/e1vnScwdqnsiJpPIijoEQRBqODdC9k2GLHZjGrUQtEr5tDIFkqM3cE21HNyk7P+o+n0bFMbzuTr+qFH78Abrz7xq/+6Zfm8PPTqG3cq7daP4K3wCP+HrV99w+330P/wr1u/Gogrbf/H4W9+/KkivPA1z6TE2eZjQcv9K4Pvwy8H2r7/yncA/pG/7fVXX33kzsMPw+vrVfTIpoKCHkEQBEEQH6YiFGtQaTe306VmGm/8Q6T/O8A/vPHGQw+9CcAS9G966KE33vgHAHj4rd3uZ/W7Pdsk/4/vvCc49LFn33vnPe/8hfu/5LTsf/nTdz7zOc1xxCetz7zjznd/8AAAnv2s3yT/poceWs6nmxs0cGwyKOgRBEEQZBtRpdy9q0Db8YUuA6Xd4zPDiE1NNBWBzd24uSyt96ilqUxFKJ7fbEUiy9dfffWRO48+/Kqlph9+9NGHfvL3rwPAT37yxqM/9daHX//R6wAPv/Wn3vzGq6++AQCvv/p//OAXP1LsWSb54vue/O6f/2XbN+Urf/SFb/yR/cKbhz71Ny9+9+O5P8y+8Mk+pLLsZ9734N9+6ZUxwNeVV09/0TXJP/ywm/MGQUKgoEcQBEGQbYSTdY9PjCqxZaNS4gCA1u5DlYq1TF1vklyWRUGxdfto0OfrIZd5UxGc/qrEFgVIdAnaN1598ODRO29/+0+Rl05VpzdeffAA7lhvvPHqAztQ9Y0viZ/4b/+3L3z0MwAA8N0//8uPfYtkuSH57Kk56QFg/OLzH/sSfOXjH/3rXwdfYannfMfg+WNrxPEsQlP9poGCHkEQ5Fbw2zWTGESIJBhVKrf4uhaS2LR2U2m0spU2OUeZw0K21umZosgAqN0Wnw/5zpu9Tj9bObO96+s827D6JxY7GjVu+3NWRKyfF7745089G2r1prkEgPGLkWOdv6VKwrDUFEkWomKn0Lb/X4XbzDTkFfHesNsMEgAAIABJREFUmIFtFffJSnTzpnUfAIIgyM7A13WLCygLirnu40F2BSLPw1Z4WjvxuXGkotnr9LOFQ+JXMzSyRoPN5XK5XI51zuLRwOkBALCXzvYHoxV8ksTx2LPvePB1unk+HntpIN+m2etk+EynZwIAjAbg+cpvmZbNmv4+EgQFPYIgyO3DlSpA7sqqZGkjQTGtmptAmolWUiVBMYPdQJVY0s8dgSA01Mtanz8JW3Jp7S6mIrC53FENKmdWt9Gg34dCm2xMtTOokhN3aITGGkPcsgK88kdfef7bi07CHBaMrgoAowGkS3mi6NWuQfS8szh4FgU2l8uxrCRJ1pYr2MdUBEEQWNa7KwssMnYXXF+SAQp6BEGQNcDsZwAAVKkMltn+DKqSat+41a6RhcHIvmkHuwFXqpAbvNnrZPLou4NMYHbzvAsjNjVd17WTQdESdpysuaZ7YPYz/dolKr5Vw+xnjKFpLQfEXm8Ojcw+A2AqDWtxuK4YDcUEU6l2Cm1d1zUtD8SA7llA6lC2FXrhTNN0/dqyLYQWGQDoZ040DX0DkwH60CMIgqwBcjc2h8b46ipnZxw5ODWZw4JxqZppKJwUOl1VBaNQYsxesBtwhwXjUgXo1jJ5bV0fAkkCxF/mLGSGp7VHwpUq2WJXlbmguNtLZ2HgbFB9ZPaT7EG/YXD5THekDoxCiSFFfNURZPIiADDiWVrI5e4BQCp1UAEYDfqZPGON4htDAHNoOGEPXJ5vDE3Yc34fZj8DpE9wkQHIpvcmHBNxo0evmw0BBT2CIMjto17WMnkNGMgcnAai2g4LRrUKhTPxELqXXSiUGGD2w93gsGBcSmBUSomt7YPMwPwxiKNBtG6ntRNUiS1D3bXOjgZ9WjtRfZbTPBNoRpbEXtqoNiBzwgCp7FttGIUzsCNjdd0OkgXYS2eNoQkcCWCGdAmY/UzL3o2p3VYmHNMMEYuMqVAPBqX8BoKCHkGQjWATSpb4aj2uglY5d+VmueEAgJNPumwu5019wxwWoDbYZ4DZh1Yn3WaiuwEjngDbKLTRCrr9BK6OmS4WtduCTD18ltDaLQImebVr57wJt5Nz8LCQrZWlvCZzJHVOtoKn5jIh64LlXsfsQx/Ibow5LECxmDsfp1IHPA8wAlE8Kwik5dha0ji5bi8gqeMLjQMIhzeEFpkS5UgmnX6eXF5WLQJTES73m/O67Sw2erdAQY8gyJpxjD1rtPrQ/vQyJT4jNjUx3MzJmi6HOtpvcfRuYA6NbKG0C6LJn57PthGDxHbzsR18VYktt7KV9smgGBq12aph8SuCZisPt6sS20iTnIiM2GwrApu7NwZf9ShGbNYlls2Nw+1tEIpEESa+sNQG4qwLAL61IbSwWD70TQZAlVjYl60BvgWEEZuyM1fTzjbq78M1m7MdoioVO4W21mSASHtpX5P3ZpsCmRsU9AiCrBOvsYf855ZlfUKfHZuKUKxBpd3cNdGkSmw3rxEx49nvTB/XbfGWo8gMozYUsvuNedJylK8psp0rVbo95xVlDwqcrGlRjl60/sitwtgWegA4OL1eukse7fQzlYZROZMZ+yjI/sMEgK7Elq/GY2f7p0rsvSt342cqQrUD/X6GbNPJW97ixKYiFAcnmswFBkJoqmV/1iSBWW4QBFkbkXeF25Ty5ABuVc2bisDSMtCrEhtIPxcc6TQzYlPTzqDqSzO39ag+m7ydujMiAV8wbZ8qla/GV2VWUp1RqkS+Ovsr7UqJSuFHRBVhidOavUF6bZnNEQr2uerFPhGtU92/aFi5iXRdtwtQRS4UlAXHVAS73VdqIAbRcdAtyMdMpxOZjWeoVAcnmsxFDIyaarmQ2lLLn3cFoKBHEGQ9bILT/K0fgKlUa33aW0K5xTvp5wJ1p0xFKJ7fjAMttQzpf5GpFbde0/dsU1wUvgR84bR9nFw/Th17QjlB7Rqn17qu66U9E2AWzTHTQZuKsLIfxqnsw3tYcE5GlHfbyrmRcLLu4eI4lTo4JdlGVclZBMKLBoG2UNAXnNGg75bA07Uou7fjIenFSq3p/mVVJa944vlvZUIyh8b46h7ZLRyd35AhxPvLHBq8nYSXy/Pkravzc7JmhgdGTuV+bsr2W5UmmFQ2Zcc+ByjoEQTZRdaynTCVaifDZ6PfHA369o0PmMOCW2fTVIRc7qgG/PFByjNXr9N3cohzcp3vW9Ujt5R+bZDXdP063Yi643oS8AFJ27fvpO2Lno8rFTpFNpfLVYmHSWzNsYG0PIRl/SoM+RuBx5A8x6YpqQXZVKnc4utEZPsKCTCHhWzEIkBdKKgLjtpt8fOVtuDymVrV/ilMpVpuRK1JzH7mgGym3WcI7lutruocBrmKjy/0OjQUM2LghKnUy1qGh8ZsJwYnJznpPgp6BEHWwCaY528bU6l2CmelNOXtvXQW7JuZ2et4k/4VLnRda/pHjgb9rKfs+17avSFvJZYmYcRmvjtNvllp+wBIKpdoGLGpafr1KURthCYIhcVZVl3PSMI2+9t2KrslrPhLYmAudIqJVOcz468FxohN135OygqE/KWoCwVtwTGHRtZo2Kcf5WSjLOCc3Lb2ybncUafQjr5wOPlkUAz5Dllv1aFM2stQd8Q1Vyp0qooZHkidSu0alZKcz3iKnpFrimWlrr/FcyVaFvpN86+LCQbFIghy26xdzcc/gJmiDydC5HyTAVpuZ0ZsavuSlTbu+EJvukksIu6K5tAACOwN7NzTWw4nn3RZQWk392k9mHDavhBOLN3xhR7xo8RO4TczljMPB5Z80EpDb04SA0pO7U+O5PdRTE4EACicaU0GTEWo9syoc8LDNip4H5Hxl5GxlZOjJ51oy/V8jFlRL2t9vh6MhLf88VIHp+3QaUFfKGgLzmjQ70OFnJCWz1iwBMYEwnHRM6bTCbxljxZJDyaU7CvQn/88OeoGnDQZgFKlcakCx3mvO/pV5vmQ/cyJ1kzIWWGDgh5BEGTlOHI+Iv2zhSqxZaPS1nVLfLDdemJ0xqphRF/+PDs/i/VPSDFEpe1zcrq4gz06YBUp/KIJ1+wM1/UM1/4ECNb1RCLjLy0dpkqsvWsyFUFSmzK4+yjSUgJPtGUyIOb5duhwbRGtSiwrxV41aAsOJ2ue0tPMfqZfvlRF76Rrt8hMQ72s9a/GVtHb1IFS4kRwr7uJV5nNxvrXTQAFPYIgt8rabwZrOABXztMhhXtsGxFXqmSLDaXE0Sxjlq+3j+gME4viqRQDrnVTpeeAn/BWXBZ8MLLqtH2LEK7ZuQfBup7h2p9LYZvc6K34S+eBlKmqwO15YivHV1eWoAM4ODVNCLYAwNX5eer44paPnMYfPP7NKT2ITw21tG+oFhgATFgo4i44e+ksDOJ9hE1B7bb4uu5JhnWpirJ73ZlDAyCqwm7SQUGPIMjtEVOlLc/RZSMwe52bm5uj3LnTcnOUG1zoC2le2xfWuv+OBv3V2ZSyFdtHwVSEqnI4+QE8Le/5Egk5Svh3HamD03ZEQnQ3U5A/ZbXb7k197R9H9QeeTr/m/PSp4wtNDtXs5IIOQuHan7A315/2k4gLKu6ug8tnys6paCrVcqfQPrPfZPYzB6d+PxE12GIqcHyh57tCwNdijUz5gUaDoJ63S6xxbo/QqFkXiog5gwNirc+hq8ZxeUqlDirRV5NK0tVD8EqMalel3L2rwPjjCx3gNeKN5TRyeb7cUEpN67pLpQ6yWShEXmWbcRrMDQp6BEE2kRVp+rXsExixqTvqkqYOuTxfdhWKelnrZysTjHHAHBaytbJETOGqVG5lK+3buB9lgmF3arAQjG2htz2ab+gFZeY6Akt/H3vbSKK9STskO3lfkxxhUYC27VrttJuKUBSUwG9DMo1mC3Mda2SppYAzT5SDUHhUhFPQbsPJ7aFQZM/H3vpE7puBEAiZEhTBlQqNqVvUzUDttiBT9x1nwCRPjO6Bk4O2UNAWHCY8ZyG8skxbn4NXDalATNx7QJXYorQf3DrbaTRl60q0vYeC7dYVysm65yoi/kMlDn7n84+IAec428IQ8r8PX2V2V/8UJBX9/fv3KR92U0BBjyDILTGrmN4yO30k5D7XFBkATtbqEms5ijgKmA4jNtsgFIlGWW2VRK+NOXW8L3ssWRMDy4JxnKOgH/OszyhMRTg6v0kdHB8f+M4KtdtyHNMpI3udfrZyZrvH13m20TNFkfG5JTOHhWyt44s4tTKN9o3ZDnQWNtlBaKMJbZa8oRbBEIiooAhvtGUiCNnWGbHZVgQ2dy+4aHgWFtpCQVtwGLFZl1g2N56yEDmp6KNKxvqvGlNpeLcFfi99Cyve17oSxbNKx3IBGg36wJ94rlDP8wZ7rFRu8XUtAbuylYKCHkGQlUNb96eyXE2/EdsDvwrhSpVuz30laxpdz9ml1GlzrQ7X5QZUifU56U4MLAvEcYY9m2dPylO40JscmIrQ8vj1mkMjaxgRssYl4K7g+CH4vsKQkzIJfjiDamuFgv72fkckyVBc2aJPHv/CQjvBaAvO5IXIhSynwXU1fNWEnYVCmEMDsoU995D3M0Au0b10Fmq2+3uv0/f2sv5edKzwzoF56BEEWSGLZ8KOLEm4NZi9QTqUOTpB2IFluq5fVygVsxwWT+7OiGLUbXs06Peh0LYKW55BNZQ824qD8+EtK0kywR/VoHLmt84XzuYy+5mKEJHBm167EoAkGvFnxZ4857T+SKL41MsfWeJCd5sLi3+JjrhqyNU3UgTrdI06Xx0B7xsDQHYjdnL6o8GJt3CtKrEsyxZrfeh78s37Lg36teEmoY91Wb1Wzz/x+OOPP/7440/81tdjfCtrAAU9giArZClFbSLrX87KRpjnQzCinIDnxP3akV26xVvtBUhgWa2Yy+VYtjrIwJTSVhMKyiwEJ2ue2zyzn/Hf3mPAiE1N13XtZFB0qz0tIOertVB0oht6Gz2EOAqTrZFRDm9J/HNO7b89zCi8AkOj+0TMqUq5EMndKN3mwuJdWmlXzfjmvGHt/HWtDuXwb8bleWiV7Wb10olxVyWW+N/ruq7nu6ynCFTZqHyhkoVspd2uGPacD+x0nLqu6552H7ZPPzmeTK3o1G+LvqwevPB3v/eBf/fyyy+//PJff/Zv/lm+/vzi39vSQZcbBEESgPNsFxKSrGN7oDzSd3PA0wLL4hSUWQkRifbiZvl0ogz3YmQapRB2u6e5/nuY4igcmjOGY/FWQAmmpAVQeqH2iZ6TEmSJTMZnKKHn500dnLoyPyq9JvHpB7acs8q9XZ8axQHQ02uOui3g64dGo5YtnDEMc8LXGkMT4MErLeDrdn9GtNp9zn1Un37KZWUqL73y6Gd/91kAAHj6V/if+73Wnz5fLj+9wPe2CtBCjyBIYvCWtZ9p4Gaa55HloEr+B+tRmfncivf+LhFjAaxMo+fWc4mj85vxzflRPHst0TSlQG3OwoWua81gq//4oNW1ng30Ov4PEDHnxP5bAxFeh17hRST5Za3P24+KGPGskm01go8oaH1oc/rGSuUWX9+81Dd8FOs+KBfaVRO1nY6EkzWNWM3lvV6nz+cnbKjIDzca9MmP6bjo3HnK94NGOduBMyoI5bJixL/S/up//2d3AQDg+T9t/aef439l09Q8oIUeQZDEMau1fqPuecjyiUjeF0q0R03eF534j+FiZBqNwDFRKt5WRpw6lBGb2r5k5VU8vtA9mSkj55zQf4ugBFPSAyhj9IGpAZqm0mg9+tPv/jzPf37G451eHGoakxer8HK3usUtjhEk0Ieen7dUaRTdcrNkrxV+oOL2N5VqDUic68R8vnYqT1Op1vp8vcnAVwOT2u2+1qEBkB4pwtH5DQCkUsf2853Jl9Vr9fwT/+Kvx6kP/qv7G2edB0BBjyBIQokj69FFZwFCxZumtBNopWG8o73ieFpRp1hQE+3FSN5HTfw3B67HwcwO7art+MuQF2zX0hiUOan9twma8AoKeHNoAASMwLQ+dDFno17W+vzPPK2tfd2II6lXkdvXWTaXN7P/KvN85+4VyojN+iBn58eNkV7TIpt+mJSYiPK5imwHID79hWvX7cryx5p8WT1S7r5UBoCv/9YTT/zWv3vp3zy7jK9miaCgRxAkwXhlPXi0O0r5xYgq3jSp3Xl3smdzuNzM5KJONMIZPKMT7cVL3jcta2TMrJJ0B+Lp0ByFgTInrf+m+YgsTLTw4vI8lO3nLVYAZdCrg96HIuYIVg7EH3/1d27pE24SMy2bU+R+8KqJkV7TH8bg7UVLo8mVKo3iJzqVdjAHvakIxRqE222iffoh3mX17O9+9ufufu3r/+bZDVP0KOgRBEk8AR0PKOUX4LWXvpfLHYUjOKdHdlJLwzgzRJSbmVDUaXHM3iB9eEsZ3s1e5+bmxqnABQA3R7nBxcTytXPPuciBJgpKMCUlgNIHtc+kAE27FMFXvxqcbmOZyZQ+k0vP1JTB8R1+aIe30BVq2dNDop3WbhPbp987IfyM62Xz/N/+pxkP9VZAQY8gyPaAOn4Z3LnQ/ypUvAkoRZ1cpng2h8vNTC7qtAwYUb61gk10B+IYUByF6XNOcizeGiYKL4/V1lSEvp2bZFofJuib48f22k+Ono/LfA8tl7KiTtD981+hpiKUjUr4Envtpeh2LxzNp59yWTGlSrb4hR/Yiv7rX/vyz332/oaZ5wGz3CAIgiBeHnniiUibMqWok6cDtTQMTMzqHlnUaSdQJScLOidr9UzNStI/VZDM3j+ZcKUKeEoKqJc1kvnEV2OLBFCGMkzS+tDmJK+6rch0phvOZFP64tX9NhCz1yFZdAJ1A1578CCyHXyXGyM22+mGXYugDLbPFe2yYsRm+5GXnrcKS5299353E6Ni0UKPIAgyBcyTEwu61/LEaFHbUB/0Zk4y0Q7DQdd/v4s/1VGYMue0/tsAJZiSGkAZJ8iSGqBJSGgCUEfTe1X7FocS+R5eeeCfeJf+rejPGy+ihnZZMU+86+nn79+f62BvCRT0CIIgU9jKOyKNBXYvFK/lmNGi0eVmtpnbdPFPLBThRQmgjBdkSQ1ztouiJZJAhgDYsYVrKgtebq1W6+7du/c3WNOjoEcQBEGWRYTXsqnQIjslz8NucIo67Q636eK/I+AeCUU8ja2/3NCHHkEQBFkGFK9lRmzqDtenB6mD02td5ohJ3i7LCFYqxpArNILMACPK2xhMgCDTQQs9giAIMj8xvJZpLLOoE4IgyC6Dgh5BEAQJEy7eFN0ez2vZO3p6uRkEQRBkJtDlBkEQBJkfszdIH6JhHUEQZJ2ghR5BEASZn60PNUOQdRFOOYUxrwgNFPQIgiCTmKmyOoIkElMRqnDmi2FQJbabn7MswCJjEYvwmoMFMZAJoMsNgiAr4e7du8EbkqkILOtU72MllTJ0LkxFYN0cKwCkUBFpUCXWqRUY+A+CIJFwMipyBPFAUtGv+yiooKBHEOQW4etO/sKK0VAi6oYuQJbPdDw13btGNkv+i9IEQWbF3vSaiiAIZCvu7JhNRbC25YJiAqgSG71LjxqLIMgqQEGPIMiaCakBUxHYXC7HspIkWSrA6UNe2zohIB/S+YLRtefopk8K7l+g2ONViUyL5noEoVM40zRdv65Ap2dapX+vdV3X9XahUxWEMlgb9TqUQ5eSfyyCIKsBBT2CILdIq2x73BzVMiciA6BKATVgKtVOoa3ruqblgfjsePqcQZUohn7mRAvZ3fcOLUVv9gbpw72ph6N2jdNrXdf10h5qDQShkNlnAACY/QwAAIwGULASGzFi86wAfN66ELk8bwzNSWMRBFkNGBSLIMgtwtd1mQNQJWFYkjkAMIcGn7cyl3N5vjE0R4N+Js+4DQDm0BhfXeWurDkOTk0AyKb3IuZnDgvGpQp7w0H6UIReRA8fXKnQKLLn4/HB6XUTc7XcInHC+5ISApiU41wae2lo9ExRZABAlY7Ob1LHqsxxAKB2W5m8DDBa8xEuB1MRiuc3YwBIpY7rmswBmIpwud+cy4EPA4WR1YKCHkGQ24eTT7qspGoyx+xnWl2fGtiDrDE0gWMA1G4L0iVg9jMHp74MHKZCm5k5LBiXSg/Sh7H0OalrZCpC1RYoyG2xHYmDeJ7/1MsfWfdRTOcPHv/mlB79ml3k9/9n7/1jHLmue8/DvI1trBRgPbJn5MgukxyJkcOuesB6Aij2bsVtjgxumlqYLQXPhZfnWodry41hInjZCGNLTqlsKQ6D5pvnhA1aNvollQSgk7WaAsTeR1jDtF7lyRrsmwSbquZGpkYkVZYczVg/gIcZrCz9wf2jfv9ksZs/it3n8083L++9VSSLrHPPOfd7ILa+LQXUByPYSpZRO8di69uyDBxFkiNt4DGxWG9yVA5qkqy+HJGjKK4m8fGFnhMqbgUzhzdH3Rd75cqVmR7lcKBBjyDIIqD5WodihFaD5WsduzVAV7JMjtwaxWLrmuuT5jf0PgCwvi0X/CcmVrO9XDvbYgHGZ9GIHHVhd6TOidY8cnLxqtjLq7Y5wTZ0457mG7TeXWZtXe0FgumAscvBzRu9Uss8Y5pvlZiyoFQAQHXd9zekwoDZ6aeazd3RaGVzb6Ofu7A7iq1sthosYfHkixwzKNjdEUxu60D9feslCw2WMH+IVjb3Glrkw9kSCkVgclUotcwhIkcVe9YGv3GHjTwgUQENegRB5oXl7g7mPR9ouzWg5dA3CACRoyDBe/QButFwT97Q/9FME6PJeij7P05DZC4oApOrHowmuFuLghDHAAKCzIt33nmXSti+cEQiBQMAABgI5f6GxNOgDKAJGUniQeSoXKcmyTyIHLUjsnzcd2b771sPCsYeIRoAFIHhxAYPrpbwprYq9sVqIyxiX8gxBzfFIggSLQi2km3nSJIkyQu9UuHY+YxELtfOtiRVuzPbzoUQ2BE77TmcGIIgGnvf+M3/6w/XrC3KoKf+s7u11TVate3A8WTa2Bg8hmG/q+0TBjqT12Ye7V7QtAK2DnoDxd0yybn7iH0pAqP/1oicpjbq0PhSBEbVAzuE8phnCzJP0KBHECRqEGxDtXflCWLNS4Ii1Huliv6yCLahb7Xzv9eKXHH3YCtnv9EGynceCTVPd3rzIVFGM9R8C70pAuMrIC9yep048wrUr1sr+nPjjhUp6MwvvvkT8zRFLqfJcsH6tlyDEDU0NDNc7NiTuuPJtG6ga08RidSKKral/+i5WyY695BiX06NLyPycDjlMS8tMmSeYMoNgiARwaIpsb7tpwZhpJbGYiseiaGKwOTaWbVd5MgLu47h69vywvNEU4kQOTad3uaezBKgKArB19Z7g4J5ozUD8QVVvnOpkpOR6CByuWqqJjfUNWWOERzfKEUoV7uQznoOpYq9UktmCVAHU1xN4mmaly1JbGonNco27lhRgz5z9iPJOkVesKvcqM8VsvWysFrxH02sZiG3Rm6ZG4GMZ9jxe4R4j5ZJzj2c2JdV46sCsLu1FVvfhsMqjyng0iKjZ/75ul0PjpZZ7JGN7L5YNOgRBIkEYe73IkfVky1Z3b8qclSOS9gMf7v94W9bLBAikdI1fAAAQBFFoN0n5amnOYF8JzIv1IDGUgjdOFGEejNdamnbXFez6WrbpvWkCOV2Kp/u9jzGip0m5GtmpGkjX60PHCacyBWb+ZqkmfzBx4ok73HvFNb3AWnbc/RNQeb2IMt2YMdY7ZlQe4S8WibBR+xL++nR1MOsGl/DLKxvy5kOIyg0eyjlMRBdLf5MKwY41l6fyoGWRVYIDXoEQSJAmPu9ItSb6WxLb6N5SXLMEWB/WGyLxUJnUsWysNrQzJxysZ1t0atB91qFTahDJ5HvRJBx2GxOZb/dTWcr1mur3M5WKlBuen2hHN8+ZdADSNp62L7SY451kjA89ACwsrk3oz35HmJfrqCBVeMrPmiDEXloHEZ5LDiqMAfHuSdTOdCypCCiQY8gSAQIc78f9oOsgCD7w25bLBiabw2YHLVlU7kJutcSIEK3mmOg1ZhAvhNBwqGrKK5stuze+WylQUCYJaMilKvdfK1hc8/vuJr8jrUkWNP59MdqiqC/VpVnH4JtSAmOurA7Othao6rW1EGRo4q7ozFph0EEiX25ggbWIABtizwQh1AeC4wqLIuT2xP3yUfTxEeDHkGQ6BB0v1edgEOBWds6AEtWqzYwwP7wti0Wh4fmd+C9Fmhe0ur8EGPlOxFkMvRrT6+dRFu+TiFqOSgCk6umanbr028J7XGsJcGxnUB71XKDVpP/GPDe0OPZxyd1UBGYYlOrpW3uSpjvy/RmPlEF5IigQY8gSHQYc78fHWzVs3vmjTCU/REp9zyCRBW6UErnOiJPx42v0zj0MkbOXLaxOTXGsby+lhF0fzrT+ZT9djddquhFLWp5qu5OEfTp45c6qPkd9MpdlVI7VxcK9GEiGUF6AGECC+5AgfrLLHJUcXdrjdxyBBDCzInMHDToEQSJHj73+9jKpqH4GNb+WHC+ruXWaIQUJpXfccb6/aR+jhyvR04UIkcVwbJsHva7AADKfvvg4GCN3DI6HqyRfff1qenceG1McWfH+RzLk4ikZ5jrCnc6n+MFxpPpbn8IYHsn/Pr4pA4qgx6ks3HjMZFIgXvScPjqAYQMLHgGCgLax8553Iim0A3q0CMIEgFEzi6m7nG/JxIpz6HKfvvgYGvNqMIyOthaM0ulqLfV1cXcX3RpP1mWZblV6hXV10jzsoXt9VhsZdNffkeN9dsmrSe1OaVaqqpVptJvt7Isy3vGoRDEF7pQSjc7ptR6p5kuFWgg2IZ5de5trsRWNvdc1rwiMMWeh26sPpNTnNXnWMuAas7b5TwH7o06zupPfn3U9qHAOCT8DQM+YPxhUPUAtE34++2u8b7TfC3fbe87g5pqoIA3AwXpZl1Q/NvDzInMBTToEQSJAGHu93ShBNUds89OtZvPjLM/PGyLuSF2mpDfsEr7ue76tttaAxkGAAAgAElEQVStF1qs3/K43rQsUGhe0rz+PrdbBPGFYButZF0v9lRPjvWsipxWZUrZb6srZ68CUgAeaqoTHysieJjzR2Z0sFWHir4mB32dn8lDs2hU6NqpHoxGRz6UmnCo/5Q6vBt60MA2YNCzfXj6OsOvPcycyHzAlBsEQaIAwTZaAqOXcVnZNO73qkO6wRLOPrZNsUEsTKl9Umk/N2Nj/da5pxWvR45C7PTZJ7+Y+Kj64AX53JPXRnDrQw8m+09IT6sd0tSVu6+de/Ka21r72Kd+/Us/e/4r/sko08djg3bA83Sh1NnXmmX/YboW+4THiiCKdzqfV7TQ6TYI6OOdOkjTvFQDqkhq8lZ7m71c/4jnb9cD8PgFgp6jeoDzl0MZ9ABS/u1h5kTmAxr0CIJEBO/7vWFDBPQJmMPHtpg/4aX9rEOc0j1+Uj9+t9ulRxGYnOaqnNZ+O5FjBoUGS4gc1clMd6tBLE1d+Sw8+vgl1Xa/7/7zV+6Hc0/enOIhFoqy33eUKjre+G4ncCTND/tdt9vAp49f6iAAWPWsQBGYbn7jSFfnofQA6EweikUuY0T+DkajVEA7EhnQoEcQJNIcCxtiImk/42lv6R5vqZ/jebsVuVw725IaBKjvoaMy8NGYwVovd/ctf/m955/WHz795OXkg+TvnZYBAODWhx68J/5fLv0fZvczFx8m1VMQn7qkOebvpv7hs6cB4OXnLt//7I2Rq8/HPvXrX7rtJn33aYCbf/m9fvyLJO3fedoQLL/sX8WJsAUibHvTV7Ppqv51E7liM11qOdeahE8fulCq53ZEVruS1VU9DaAIv5ar3fKRD7//PQDwzluv/OTmqY8czZ536gGECSzk8xfh7O23NrVAwS99iLjtfT8BAADvAEKYOZH5gAY9giCRZultiMNJ+/nE+mGe8fpFowj1XqnCG3sQGloCkynyo4r5KAJTbkO3ezAaGclazj56i1q6K6lN09GtrfEThuHW5Adu9q9bW270X9fyEZKfIuP/5dJXuhDTN0R87FNJeOrSx7sQO332yfzZj3VfAgAarp17XILTZ5/Mn7n72Rt33k+qfQDOXHyYuq8rXTX6pKkrXzzz6OOXvgJnLj6czD0rXXVN+M9HefuRAAi20QImp1Z5s8aOHCmCXn18UgcJ9sO3P3FVufoGgNHfU8EzrKznzWsvvfc9/+2h/FNGyztvvfcnz/zv+adusXSo5PMXLYOcEkOK8Gu5JzLawsIrgKCECFZMjqIHISFYAWwWKAKzk2iMO2QEhW7QoEcQBJkZE0n7WfCN9c8vXh8JPHx9ilCHmiyrenllQaFZAIBsRWoQoAhMeV9hWXD1GXJFrUXkqB4UJpwwnEV/o//6LcnTAKZNf2vyA+o/pz//SRCfsvX+52fl4YPn/+GzAADw+kBtFF+4NgKA6zdehlsBbk1+4PrfaY72a3/3QjJ5Gq7qfWI/u/nyCzda4yZEpoUzne8oKYI+7beckeUfWRuOouCpKoXuOaKCTK6a+mN9GVt8n1uoyBaIUIRyFdRAgbtdjS76BSKOgiKU29k9WfVnKALDCPEl2UO9UNCgRxBkJly5cuXcuXMRkZReDOOl/Wp+Nyn/WL9vvN77drvMEImUbXudIopA0wRbSTIkeQFUGX71Kc3wJxIpGACAq48y6OUz6mKHzuTrNmM3zIQhab1w88oXqf7jkp5Df8/nX5fPXYffg+uPPn7t0w+e/Vj3pRe0vrc+9CAJzUsfv6461D3nu9F//fSn0/B0FwDOfPrum3/3JMCv+h08zITIRAT7wj1/3CKVIuipNTQmsECwjVqf1H0JK5t7H37qIW2ovd0acPCc80h02/pCmmD1cthGJM04iiXs1ksWGiyYznV9q4wz/mYG5nRPvDuaB9BRa3pMFKBbOGjQIwiCjKHZbObz+UkXJ6q0n83Nbg8fu0PTlni9H77xep/b7SGJRLVOOpMqloVVY5VSbGdbcSiXoSLLhOpQ9xynCIyjD5FINbVCZU59b3fnwzPqSud+dvbJh88/qj7WVW4AAODad3+cfPxT1+7/mfrcjR/+GP76i+c/DwCvXxcB7gS46prw6SflTz+sOd3Fpy49DfAx34N7TIgpN0cg+Pvu9wWJTorgRFpDtsCCvS6VmbJjbx875+Eh2IaU4CiKtJbJE40gGygCw4kNHvzDbgaWUSJHcaLEF0r1HRFoWtlvpzIN7wBdEzKSxE8YoFs4aNAjCILMhENI+9nj9ZaJQsT6/W+3h2HWoZVwCwaabw2YHLVlVblRspDLkVujWGwlnwcYAsSdw4hVVx+ar3UokhzFYivpNGSDO7smnIDR9ZfWH3/J3nbj209IAADPPr8OACB9vAsA8M/PPv/xZ+0dn33+K9p/177yxDXtn8evWbv8s95ndP2l9SfB1sc9IYKEYqaBhUM5RMwEQpGjGKFVgd5od5fUS2yvbCoK+IfddCyhObWTAvRqtrcjAnSqqYwEAF4Bury6a2DCAN2iQYMeQRAkKkQqXh8J3IsXj+UM29AXMjTfoNUW15KH5iX7ekdfUoWaEEGOM9EJLAB4RCpTCYKA1MpmxRZ4FL3CblqWnthpQrJgDc2B2GmmMjwArGZ7Oxz0SgV+ugG6RYMGPYIgSFSI1m0VQRBkGkzmpKf51oAxchVXNvcaNADwGx1KzdQHLXfRFXYjVrOQWyO3VDErdaqaPiq2vq0v4TeAqmdbBEw9QLdQ0KBHEARBookiMLn+hlt73tVuqT8F9krD9kGBfWwbi8eeg5377j//6N2OtuuP6rtjQasge8ufW1vS1JXPnlb/95eNN6Xl4fXBbz+hKVFa69Fax/q1HzcUgcltHdi2kTjEBkWOKjbTflvSjVlC6BMiC8AzX9EVZDNbRI4ZaOOc4Tb3KFAGvXS2YOzpPWyALmrKlWjQIwiCIBFEM9rWw7QP+918bYxa9Zg+ilCudiGddTR6n4OLp5+89LT56MzFh8mPPtc3NCV1O9vUs4ydPvvkZ0+rNnfs9Nknv/jrD/3s+W/bNOzVeZLD7136ynUAgPvuP//X99849+S1EZz5919MvPzUpXXnWL/244WqxyjJtP6I4moSH7f36TTztemWAUaOxuGkBaaOXhfEt0D38oIGPYIgx5xICLYgk6CWlYmtrK+vNMO0i52msfXNj+A+ilBup/Lpbs/S4n2s8dx3P0m/IJ979sYIQC0Q+/kPwMsvXH/Z6sL/4C0fhet/3gUAGF2/9p9fT8Q/aBWwBwD42KeS9OvXv6s3GmuGj30qSb8++G3L2N/41Vv/9PqNu33aR5OdftQRO71Sy3Sc0nyrxJQFpQIAejylBsXd0ahJQa2VrDt0DIcceWEXANa35YJliGSRL3SoIsIU1RhPNoe36Z3RM1GVlQQjROPhSreEcUw9SiDYjXy1uLVGbtnbraPGR+QiCRr0CIIcf47uFsJVwXzJbssNGhSBafbHtyuDXrrX06U8vaWjA/uodXkrUG5aJS39ziGQ2OmzX7j75l9+75ppRv9YPvfENTh99sm7bzH7/ezmy5BQNeZjp8/8xgdu/uefOae687ZbXv7xtReczTZ5HG1s88bIv/14oQx6jnJjphbJQChrtlhtvdnJSDytCHX7cLHT29yTWQIURYGBZUiQKqLeMjMj7+T8vBzKpndEz7RyfbImZ8vkKM4djRG5XDVVkxtakQ5GUL/xisAUm1qkzj00dEQukqBBjyAIgkQLwkf62ad92O92odSyVpasOG36gD6qOd8gQAhzDmPI/c+Jj74g/6npa7/x7WdvAEDM3m10/aX1x29c1DTmrz/6+PNPg4Nbkx8AeOOW33vwns+r5WY1VXsNI13+5ecuWw7n235ccJYbs0ic7G5txda3g4fThWw9R22NRiubexXLEGXgoYroaLEedCoYdvzCE1HmyaQ2vTN6JnaakK/p306C3chX6wPHh6MI9WZar61HrGbTVbVQlVqJT/PmE2yl1M7VhQLNEkeIyEWGX1j0CSAIgiDIUaB5STINeCKR6lZ3xLB9VHN+OvkUmnv+76+N9YvH0tQ/PJwcfu/Sxx+/9PHHr3364fMX0x7dPvrJJDTVPpceBfLK/WeMhcHo+kvrj1/6+OOX/vy2e8K0HxvoTKqa44zPV+Ry1dQGSwDA+rZcg7qg2Pv3BgqAagYCqJsgJXlvE9r7Q8sQIpFa2dyTdRos4W6ZxatpNpsnyppXUW36UHEJ9ftZSJotNC9Z/fHOSnEAoH7Kxiem7Le76ewqofa11vMjEino9ofqg+y2LEsN65GWDDToEQRBkONEPOllG3v3maY5D3D3r57+6OvXfxjCL567+/TLzxmO/Gvffe4m/T+ddVeBtfSB1t8PXr77TM7VZ9L2pYfmpVayTpEkSZIkVQRrzgRdyLbLFpOeWM1CdY0kKaoDeQAAkaNIkiTXtlIbbNw6hOY3+jlShxMB3C0WVJN0Hi/3OKJ66A2z3v+dHPv9VIRytZvf8OmhCAxFkmtVKKlz2Ax4sC0GCJZdwrR5G5hygyAIgiwzmuqJYdUN+12rFy6oj7LfPjg4MBSvAeBgjexvj9HL8cUv6/1Q3Oi/Dr/h9cR9959/FCzpNx+85aOB7ccQgm1IT2lWoHQxn78IAADNJgCwjQYAgF6I2aVKaBUxpFV9Qm0I4a+KiEwRa76N8Y9q0zuCFUYyHDiiLsbzTK6aClAz0j99XQqJpjN5KBa5jDpE3KkejEapI7yWSClXokGPIAgSCnTIRRS6UErn9HKQAGKnmVaLxozvY5O79tahn4Azn74bXn4q1D7U1gvXH/0s+Xv/ryY3+aVP3vLyc86VQOvvB1/4YjL3rCZdr2bntwDg7wdf+OKZHFzT2u8+/fJzl4Pajy1W+29Zv56GjKJx2Wl7Pt3XochRnYyP9SoKQnzsro8ICO/7Zc+rjTaz3jTnvdDfNynM19X8+tO8VAOqSO6OAGB9e2+zl5tgy3u0QYMeQRAkFCcn1XXZbCOCbdQ4iiJHTgUbSwl53z7T5ebQJVbjyagrnQPqyhfPfx4AAF5+7vL9msylqj3//Levw+j6S/d/7+yTD59/VB1jbIq1t5tj/do1lu1jNfFy3yqffd9Ln/hM/kc/NBpvchRlkzL0nc8tTWiRQZy/lGE6n2rviCyvLzZ76fE5Yw7EThsKka8yPXYvrGHWN5vNoOiZtubxN+Y9InLGczQvSVrcRRGYbn5j2VNtdNCgRxAEQaIJwTakcO2Wm7S1tVDq7I/pY5/VbRP5nYMH177y+DW/50bXX1p/3N7SlT7uUcn12nefO/MZ26iXfGaboB0AlmRF6l51GFagRRPm26q84C99yOglXnvptbFShgDgJU24GClD7XUpAkAyk213RKBpAEXoJDeyvbpx7LWtA9CWoAnzjMpt6HYPRiN1aTrkirsHoyaXsKrpaysT0dTd5+MA0FGXLrNb0x4dY3+CLMtakzV6pgiMdwTDgkdErtSiHVE4RShXQZfCOQbgplgEQRDkeKLs95Or0TRafLn1M7fdDLOt9sRgmHfqNspvf/Z9JLlWvXrr+krs3kf0JYrYuQG3blilDHV1GyuKwJDkWhXy6ysW9R9VypA3pQzTTU0qx7v/DIivZnsdEbQrNm6cbrmdVXV2Wtl2WRhYRmQrkiTLeyVo7ytA87X1lc2WqaYvy7JcgyInarr7siwX4goAQBMyloHzZCKpSuuWWcdTyn77YHSwtUZaUbcsixzFaDuiCbZh2Tmtx+mAYBu1lD527UgJdtEDPfQIghw3lje1AJkuBMtHPg3ByY1vP3lj0ecQbYyCX5bsZ5o/e1ZySBl66Q96FAtTBj1IZ+NGF0MJhfDuPxOI1WxvR4T4oJ9cZUGLKg37kC2o9ibBNhogclX9LLTaWmZNLeO1GOWQ6Uy+PlB4i+5+YxUgn6G9BkYTawaOET2z7XuxY4/IeUfcgObloJ3OE0TkogYa9AiCRIip2OJLkVqAICeNQ9dRspYiClHwS5UyrLm3U3qOtRnwoC0GUv79ZwOxmu3tCPuQXDVt0HgS6vuKeg4ipwtvBs6SSDX1RBOx00xleM2sVQSmvK+szvAFBOCpYBOe8IWolP2+9f07aaBBjyDIDJnUQEdbHEGOHw6T7ogWXiBjpQxdTFvK8HAQq9lerp1tsaZGI8FWsoy6KzQWW69JmU6z4zu+W80x0GrwtQ5FknoOPQ1GSv36tuyohTwHpvVBh7TplzEiN0XQoEcQZIaggY54Mmn5d2R5cX/QHhqFriGOzqEumImkDE0WKmVIaCr4lgwRo8mZXkKrWUUE29BzRmi+Qat/9Q3fDjV9u5S+e+AMme4X3HoBzHJBuMSgQY8gCIIgyLxxaNcYOAzBsFG+m9eoXHtiY17jkFKGh7MscZPP4bBujwY0612gQY8gCIIgyGIYa5BZE3V8nb6K8Mpr746RMvTjsFKGjgwiz6c8O5wQG3QWUTjrbNYts1M8xEREam2GBj2CIAiCIFEnwG5T9ttvj97eslYhUpXXaWtxMR8ItlHrk/rYlc29SZcF7hObxIK31LSy1cPS9O8DT8lnrCIwuerBSCsqZpGc9zvWEhOwbJjpOsqID0THpkeDHkEQBEGQ5cImL0iwjTuf8rbq7FKGHmMBpi9lGNp5rJU8ddXD0rb2yg21LGqOAfeaxG8swLDf1epkhes/GxboO/fMxpni+URz/w8a9AiCIMhimJFzKwr32m/9D3+36FNAACIuZSh2mpCvWethVesDBWjYb3fTpYpqbNN8LU8Z+pVjxxIgdpqGGn2Y/rNgniZvyP2y00oBiqY1D2jQIwiCIAvhiDfFgNvq2FD71GPxbvP9O5/7/SPOOQFvPnOh/oMfGykWH/qtvyjce4e9y5e//ycAIApCnGUJyz+H5lAziBzVycw30yPSUoY0L1ld/0Y9rGG/m85WjDc3nkxblfKDx4Iy6KV7PYq8MAJrvo1v/+OAY79scLfgPoeulrBw0KBHEASZLSLHDAoNlrBvv1MEpgyV4HRdRWB2Eg2b/WOaREe3yY4rwVsS/Toc5f49V/Pdk9sfEHQj/tXL3/qjy9T2PWdcncROGwqs9Z9Dc7gZaF46BmnbM8Ksh6Xsu43tXqA33VpLa9jvdqHUktXCWorAMILrd8a39tZSE+YrHGzTW5+add7O1EGDHkEQZLbEk9AZAhCg7LdT+VRbDZ5b6rpPgmESHd0mOymE1FHxy/+J7P17LJeffvCRfxoBQOxf/+5ZAJEr7h6MmlyiBto/Ek8bhYdi69sSH9dXkMZWUm01OrR1o42pXDPQoAjMTj/VbO6ORiubexv93NWrI4oRWg2WsC5H9VGH2IR6HJm8HpbvWLsrnkikusUdkbVM7HGsqceslrHQhOOEl04cEw16BEGQ2UKsZns7ItD0sA/JQgbK+wrLDjs91Z532kMiR17YBVWjIw4AHVWYQg+dayYRBFhUyKEYm8DjKY4elTv9az9gH/s/1X9jH/qtvyicgReFr0Px0iMkAFx++sHKzbM0X1vvDQo8TYD2DyhCHWqyTKsBI0FpaJcqdHppgCGAepkqQtnWjWb1qUDkitpTIHIUJ0p8HKAJGUniQeSoXKcm3Snlv5Kq2mxKyyhFYDixcaIvW1c9LCLhrlSbSniuesbX0oon09AP7O+2vI9oxUZH+MWTiRYbwav9SIEGPYIgC8WusBbSXWdLRfHIS5kyR3U1EYlUb6AAdHrZAhEH6AxBGfRSCQJcFhWd6PQ292SWAEVRAAzbSBGYsnVbnGGcuWdAd+d08ZQbD9AgXwyWlBuVV9/4afZuLYJzz92fePeVn3iMIthKkiHJCwAQi62U9MWnkoTsRrbdEUXoZQuEu5uBMugZ+y/pTL4+UCAOkM/QAADxZDqfoEG66DysMuiNdnfJXe3hyuYU9mYuo0sYwNCesRvkjqT5Yb+bTsZDjhU5qggW97tlsMhRxd6pj5x9/1MP5Z8Kstc9rdgwi9hl8We7r5bgiyf6rwjQoEcQZPGkS7oVrwhMWVg9fhF4OpPqDMW+ahytZns74hBSGRY8LCq6kK3nqK3RaGVzr7Fq2EZEIgUDz7n9jS1kuizFTd3gjtt+uf2CXLqLBIDLL/zoF99z1t1H3cchy/qWDlAt+nIZshV2FTo7HcgWCK9uOkQi1eyIPE0DgNhpptziKl4QidTK5pj9IycCRWCKPY96WMRqNl0tcnp2UrGZLrWcb5bfWLpQSuf0zwRA7DTT2Rah9T/1kbef3XOuRf0ubMOsd5jpx8D2PZb8wqJPAEEQxEIqu6pXQCFJkiRJRlDUZxSBUVsoRhjqLRQnAgBAh6Mo9Sm1tzFc66AIDMepfRhBUZ81Os+BeLJXr6s+eSBWs1Cv95JxMC0qWZb3SmkAUDWvJXlvE9r7YU7PYwZkjqjmi6ohEy3uYr8JtfOPfen8Y1/6OhTP3AIAAN1qTr3su9UcI8BqFqo5kiQpqtxPQX8I6uXZhQQBRAKaveQqoTY5u+lT0XwNiup3rQi1sHEymt/o50gd7Ut88lD22wejg6010gonAgDBNlqlnvrGXrCa7SKn/W4Fjq1BUf8B1Ktqqf3fUK4ana9evUp9JdQuUhVrS37tU4zlYxM5ihPHGPqKwAR+0Ooc1n9mS6RqQk0F9NAjCLJoulWjwmMstp7ggXCn2MaFcju7JzdUT9Pa1sH6plDub0g8DcrAmZcCriwUcOb1yjyIHGXfKzZDiNUsVPuqsx2IBHRBFaUjVrOQy5Fbo1hsJZ8HGIK4oyXEr2/LBAhBk3arOQZaFecMcOL9nvPHahwsQPHm1L3bBY/me+574tJ92v9f/v5/UrdLqi5045+G5NxYbVRRMiVpCNbVzZyK4CVbUSaCbfC2/y6aU5lT0o5RJxKCbci++9o93nSw1MkKHGt+OtbpPGtv5V0JUWFo1r/wa597DPgfqg8fewZuPJ/XFo3Lw7KmafmABj2CIIvGTLkBkaM6Ih93p9iCqQlDsI09YNa2tmLr21oPR16KZxaKPa933thqTVrE+9x3bdpq6Bi2EdB8w24S0QE2GTJ/3Fn1i9eyRI4dh66TNXXL9c57HzEu9UfuhU6mqaoj+W3xV5ecisDk+hvWrfxRkDk6Hq56NOgRBIkcHim2ShKMWokit7Z1sL4tZzqM5n23E5DyiyCzxmHZo1k/T46HZRZAhOpkNYtXdTGDC1dhPTNui/8AYKCHVSMjc3ScnPRo0CMIsmisKTfr2xINAPxGhyJJ7W6xvi3zNFvJMmq3WGx9c3Olr+4fLQurFed87jwWiM/rtSCITtSSdE3vaWzFnpVd3B2Fkz21VkYLarfMGVu/3WM77qyIlGUWkU9/Vsoz+ZqsXy0iR3VgzBb/CsCuHlb1kjma8tmFJ1LXzFFAgx5BkIXinSnqkWLrlTPKNhoAAK68FPeczrxemGvVSiPOHLJdY7wFFlu36NNNYpkhJ4yb116qJ1uyrG85z3EJrQpUsalZZorA5CguoLaRIpSrXUhnx7RrYooyS4AmS3tNhAUabCeFhVc29RJNYhsSq25uGmbBDKt6yBwN53OSxxhUuUEQBJkpisDktg5Gods11FqdsizLsizVUtWcIQFR7JW09lapVzR1fIrNfE2TuzGaEQQA3nzmrRvv1QSkQNt/QQOAuFPt5nVtGoKtlNLNup/2kyKU26m8W0jJ2S52mpDfMGoksRu3wruDuelJnUhUZUm3KT/nZBK3GpKmNra2ldpg4wAAQBey7bKgoMzRDEAPPYIgyKxQBXliK+vrK80w7dYedU0+GgAs1dzFThPyNYu1lK/WBwrQw51qN19rmJZZO1cXClhkasGoWTff+dzvw5vPXKj/4MejEQD8yvlvbt9zBkCuPv6Pn3yYvecwE0849o2f/vy9t6wSIHLMoGA6RpVBD9LZuNGNSKTAWtDIgiKU29lKBcrN3ph241rVj/FuyJNEJsfqlbea7zM35c1IJ4AZ7Qzc4k+rI7SwqlMcybbdH8M5hwE99AiCLBxRVYgnSZKyOZb92t1YJOnHtFvmnIdfKLsty1KjkAzbrjPsd9OmR9XE8K2qKIOe8ddaS9KwzJBIIFfrV1Y3nrj0yHcvPfLN1e4fVl+c6+FffeOnADAUmAu7B1tr5rfJeZnol5ML1Wx3Lw/92q0dqj+/9f24sJw6hgN+4Y55JCKghx5BkMXiyrjV0nj92t1ouSvr49snyhieAgTrbcn4tRsogx5Acigwa1sH4MyVN3sJ5Wo3X2sQAA7XqjLoAaSOfP7IVHj1cquf+Z3SKfXRmQcKTzg6XH76wUf+yXTeX376W6988qsPnAJ485kLTfha4d6f2Dt4jo3969995j4S3nzmQvMKvDb88WgU+9Bv/UXh3jsA/p/ucPT2qFj9+Po6JAsNdshR6qVPZ/JQ1CuSgrhTPRiN3JeNarY3CAAlVLv5PJOrpmpn3z6U1Dnij6fJfpwEW8IQkT3H0QENegRBZsK5c+dC3Vp8c0h82u2G8GQ5LeIy5aWMDrbq2T1zF6Nz8aFZS1pbOMtsaigCk6sejMLKSDsyPTxbjjfJ2874Pvei8HUoXnqEBIBXL3+r+uJXS3f/8r3PyQ/cR77au5Kkv3rHi8L/5uhwlz72zWf+Snvq2g92/uMP3iQfAAA497WHv3oHXPvBzn98/s17H3hD+A9v/XexlYdajcQOVYcCAF0opXMdkadpmpdqQBVJrZbZ3mYv13ecnmm2h2vXn2VyVSi1JJbIH652ETI5c7Hm3Vv5/bbpm8+ravRW1rc1jZyQ4ktu8z0KS5d8Pn/lypVFn4UGGvQIgiwUV8ZtDyAZ0O4kuy03aFAEptkf1z5BxnAEiK1smrkMpgUGADZrSe8ewjKbGiKXa2dbUkOPnaiCKYgnzWYz/5lP/Kv0NbhLt+nflC8DeY/msIdX3/jp6J+eO/9P2sNfOX8N7vkfs3/7j5fvg+c6v/zJh+HVy64OhkF/6t6vfd4juPgAACAASURBVPBb5x/7MwCIxRIPqo2nb78DAODMh0/DKwCvvvHTW//7990AAKAz+frAeYKWqqKKwHTzG/aPUtlvHxwcGMKyAHCwRva35cLAr53JVbtqSz5xiK+WyFGdTNgLaqLOyNFxhz1DhFJpXrbky6sDCro1H1J86Ww0LPgogwY9giDRwZJDEqp9spwWpwEf4bwUIuF/XtoNVHK9wjGW2bRQhHqvVOGN2IleAtdZJFJvicXW83ltMebXAsdaarP5wz/+BFX6QepPHzgFANd+0Kztp79xj76h9Y7bfvlXzv+OPZHmzOcyre8/Df1MtgQAHh2uq39evfytP4LfufTIGdVD73n0O2775Rvv3ixBdUdcTao58mqoinboxytCuQqlluMzsMnFWvvTXu0gMP/htrsg/b+2GiyhCAwjxBsTvlu4JzKIWYnKh8An7BkqlGrpzxWb+ZqkXXE+W/89Qqn/8pGZvKjjBBr0CIJEBHsOyfj2yZlzXspRoAulem5HZLUXbbXAir3SmMo+3pbZFEm5Pa+uIpHs0CgGKXJUDwpgKQ/pbgGRozjxuJr09I9axV/LPfgdm8qNZpTDXey/e+HB849pAqb/y7/5bukuuCN1rt+5srpxxq+Dyh2pc1D/w/OXRrFYIksBvAFwm+vgd7G3w4PVLkAxNxqNYI2sGnkRBNuo9UndzW7NnlJdp4dIivr51f/7xdH/t2W47tdIAPjSl6jnn7ckaCkCs9NPNZu7o9HK5t5GP3dhdxRb2Ww1WMJwuisCU25Dt3swMp4KWv6JHHX16ogkyTA5YMvIAk15Ha9waNhQqva0UG+mjZ+mYb+bzlbcvyVeodSX351jfbLlBA16BEEigEcOSWD7IZlnXsphsFhRBNtoCQxFXrBlpir77YORPdFBr6TrZ5kdAqPEqaf1QCRSPasLThFFoGlXkUhl0Mtn1ICBlukR2KI2BXj2lhyC/a8Sq76ruq+dLD1Mqk/ec98Tl+6z9z917/bD9xqPXB30sfZuAABw7/Z9xqivqv/ccuas9CMfQ9CeDmE2F0qdfY9X4VkGztLO7koJZ/bzZz5x+UN/rC7bFIHhxAYfB2hCRpJ4EDkq16lJMg8iR5krWI1sRWoQal0ihbUsEV3LP5ErQu3OOy82m03tEMu2MnTkiFu/ehEw5QFCbOUPCKVqaK53a4jUY+u/ZygVGQsa9AiCLBq/HBLf3JKjMKe8FDtmXkpwu92K8rCevMrlGoO9LbPDYdj0XgfKpIplYdWIBhTb2VYcyo4ikUQi1dSy/rUbcmALiJ1mKjO1848mhl74dz73+4s+lzEo+/3kqt+lFoz5FRM5ihFa77zz7mj3AqnvilzZVCAOkM/QAADxZDqf8PsOapEgIpECn+WffraD3mh39yoASZLaIZZnZehX4dX4f+GmfDjGhlLt7nkA8Nv67xVK/aWZn//SgwY9giALJSCHxLP9iMeaY17KITiCFTVPaL41YHLUllXlRslCLkdujWKxlXweYAhA87UORZKjWGwlnYYsBLWA6s2N1IcxM8xqUxGGYPnDXIiuTJ1UgpDe84srm0/avsmHKhzrtfwbGk+tbFbefuqhJbF9NQJc7/N8IWP1H8efTJhQqrLfdmXY+Gz99wilPvHG+BdywkGDHkGQReKXQ1IY+OWWHD67NyBjOCIc0oqaP+7ggVcyBu0sBhmq5djhIerXbDbza5/6Vz95U60dCwCGZry1pqyt3eBF4fzfPOc4hpZY7zf2nbcYijow2vWU9OlD860BY3xrVzb3GjTkbzmz0c+pyzZQv8XxQ07uu/yj+Y0OdeHqSPXQG5KIkSUiWTRhzmG83HvIUKorYz5o678rlHrrWc8gJ2KCBj2CIIvEN4eE9s0t8cruDZvTMt28FAQZh6+oX7P8G9QfPH/pIdfV+MZPe1Tx0n2k75R3sZceMb8bl59+8OvXH/jcXYFj332nq4kAzhzPb7Rr2cY2eKM7b/ShrX/NZ4DmNcUT1zymJA7NS3dKy1FW6ViVfwodShU7TUjVbL0Ctv67Qqm3PPXQjF7BsQENegRBlowlyUtBkCBRP7HTzP+x9OWLztybyy/8KHt36Mv7ReHr0ie++bDmwvcbe/PGDS1lHZkLhlfbarsbjcfHmg/apu8RSk0n4/bR3lv/PUOp+adm/VKWHjToEQRZMpYmL+X44FcJ0lnN0W+wVyVIrUINOHOf/NqXE19RP2XQS/d61NWro/OPfcmSV3Ptlevx/vUHz//NCDzzbWxc+4H4o1TmG7qivd/Ya++8+95eXTebZpdvg3jl0hw7O94W9gzYpu8IpfrUF/ARTsJQ6uT8wqJPAEEQBIkcFs+injQiy7Ist0q9IsWJAGBUc5RlWd4zm+3olSBlWZalWqqaM8bmqil17HaqmmMEdZukX/vxQBX122AJABj2u13Iau/M2V/8uwe3vvoqAMD1l18bQvoblx757qVHvvtMHv5o55lX/eZ7sf3Ea5/4d2bBKb+x19/5+c+NY0kVKM/8bRU5iiJJkiRJiuJuGs2KwOjtJElSwaehCIyth2VO25Vmtr/00jWPS3COqN8ah+He1FnUWS0KZb+fXMWV4/xAgx5BEATxR+w0QTNCQU0agd5A0RNeebOaY7pZdxpoaiVI46ZO85Lqxlf22920VvwdaL6W77b3lYD244BD1I/mJclwlDf3vvGbP3+zuPMnAGTp4SfMorCnbk++9oPvv+g5oeqez95jtviNJc+cPWs65YlEqlvdmaHl61wBvmbY2cN+V1sByrIsS0GBAkUoV7vWh/bVo27p2471kVPvei8rkUVAsDxGguYJGvQIgiCIP4YVrqIXeVEGPVtKrFEMxsqw37XY877t8WRaHerXvuwoAkPl2tmWv0R3PJmGex9pfvn7f2JvP/3R231GvCntvxZfTZ3xeTpgbDyZHnvGR8C1ArwV3h0o2jMhU/kVodxO5S2nOex3deV6IFaz+nVhP9Z73v9+bbW5CI7VVldkCcEcegRBkKgwXiHusHiaGu7DjbNILJUgvao5OlTo/CpBepWH7w0UiPu0L0+NIC88Rf1EjiqCZTfCsN9NJ+PAf4WiiqVvPlzV/e7XX34t/tHbvKZ946e928997ZSl5UXh3r+Fbz7MOse+KKi5KI5jzQrXtoF3jf966V4vRCq/IpTb2UoFyk2jQmg8mYaqXpVsv91NZ+MAkL8onT0LF/P5i2qvd95xX0DzAa15ZOGgQY8gSNSZnZnrZtK78nTPbXY2gWFwBFegDLRL7EkjXtUc3bLSnpUg40d/PcuCn6ifWUMHAADETjOdbREAROHUe5vPvQj3qDKUL/5j+/Zzf3HKOSsAXH7hR3C6aNsve1f2wdv/8LkXWefYU9lT7/1RRwTnseaBIpSrP7/1dnPbQKklNwj1GYYRKh42vWrONwgQLI0E25ASnCZCv74tN/TVieVyVQQmV81/o7HUyz8EOSxo0CMIsgTMzfvlZ6D7tS+LW06tTgrjTtjo5sSjEqRHNce+a5xnJUjeo6BMKkF4FppJJZbZPvMX9SPYRo2jKHLkcFcT7//w7fC3D54fOVVuLj/94F998BtmijxA6oOn7Uc780ChWH3cPfbM+z98OxTdx5o12grw7NuqA93uuicSqW7R1CA3x2jmvL2arJErT6gPqE7Nnr9kWW0qArOTaOjPihzVyfjnOjnO1zIwPOieR6IAGvQIgiAmjhtzdAo6Hp2Qr8LtyPevBOms5rhht4V8K0HqyfHafEYOiF/70hIg6md79yw0mz/M5/OX7OL0AHDPJx94rmd5eN8T94AbsvTwEyWP9ls8jzVDLCtAIyPGTjyZBucK0DTn7YidZrrU0q8/ulBK5+pCgTZGuVab8wOteSQi4KZYBEFmwpUrV+aZKjMLPEXoThx+SSM2VUG1mmPB6dukCyWwCKqIO9VuPkOr2xqbRU2PROSKuhSOXzsC8Grvpx8N2gIbJURO3QNsu2hEjrJJ0Hgs15T99sHB1poqQrm2dTA62Fojx8jWeB7LjSIw+kQip163isBQqrAmxxlXckcVwaQsMjrq6WgNIqc+RDEdJGqghx5BEMSbkGkqxxv/pBGPao7qs5YKkT6VIIFgGy1gcmpKtGWsX/uJ48vf/xNHBdk77mEfWNTZTMSk2wYs2AIaisDk2lltnky+WCwLq+oDcafaTZcqBDz1zlvex2pqmWAq6xnP0yy3s2pCv8hRPSioAyEjSTwoAlPeV1h2yBWhJss0aCuCRqbT29yTWQIURQEg0D1/OJbd1xNN0KBHECTSLPaWaeSfnNjbdlDSiE81R3uFSJ9KkBO3nyCsWU/fceXeRBzPFSAngv+2AesK0A+al2oclSO3bGPfuXnzqnu1+egm5GuyNYfea8Zhv5vKqEekM/n6QG3VpDGJRAoGAMqgN9rdJXe1ISubCl/I1nPU1mi0srnXODGX6dTt70P8nOIaYCxo0CMIgowBXfUToez3k6sLN3YUgcltHWhu2vVtOfxeR5FjBoXFxwYMs365bHr3CjCfz+tvvve2AfsK0DKRbWXnMfY97/+w/KzrK6kIjORsAzAUUMVOE5IFiCfTuiSq1uLxWhKplU2HEg/bkFjDg+91mGMI/u4tBWjQIwiCjMfqNMXbWzAEyy/a0lEEJtffkGTTS8sI89J2QSZlHitAYjULuTVyKxZbV129BFvJMjlya2S0eEDzGx1NKxMA1rflTIe6oMk6yXg1IZECDXoEQZCwYAbOciDuVFM1yXTJ07ykpUGX29DtpmoSD5xmmcXWtzUpfY66sKuZd0mr3OFEaoa64oq5etA0gryWE4rA5KoHI+uGAafKohod+s7nfh9Arj7+j58060YtB2G+LFNeARJsw+LJ1z57l8PfnkMPCR4AzIE0rynd07xkSyujJa8ss6UBE1eOMWjQIwiCIMcNXT/FTLxZ35YLAN3UhtSgQREYbbOjIjBlQaEt2x+1LZJ0oVTfEYGmlf12KtOY5Nj5VNsUWBc7vXTas5/IqfIshHaeXMJbLt2w6UsPk5O8B0gQhoceAFY295bZSp8MdEYcV9CgRxAkoqAzCTk0upy95pdVBGYHAAxDn2ArSYYkLwBALLZSAlAGvXxGNer0LZLEara3IwJ0qqmMZ062L8lMtq1VZlWETnIj26urTygCs7Z1AACxlc1att0rVXjNbU+wDecxREsM4SyA6aF/85kLzSvw2vDHo5G18hQyIbj9GjlWoA49giBRIW+nqbPo83LiW04ViQh0odQrGtLiAMp+u2t9XhGYMlRkWZblvVIaAIBIpJodVVpcGWj1m4jVbK/DdXpuff1xxFezvY4IWnZ43DhquZ3dk2VZllvZ9oWtg6AquIpQh5p2hr36W+84nj73tYefuPTINx+EK8+/OeHJHXMUgaG8ReJtlRM8nrPpzYdrv3r1qs/BkGkSzSzHfD5/5cqVRZ+FCXroEQSZIRMZvhH8yUaWE4JtSAnOtp2Rp0EZ6E+vZiGnbohcyecBhgA0X+tQJDmKxVbSachqs2wAVXeKpYc6vurdjw/6yVUWNAWXYR+yBUNvX05wjKayAgAAiigCbTxyxBBOfcQ+/+nb7wAAOPPh0/DKxCd3jNEyrNY9nypXu5DO+oyqpmpyQ024yjGg7njwaweRy1VTtTvfvthsfltgcrjhGokCaNAjCDJDwtjo0fS+BLB0J3wycW5nBCDYRsP4z5Vt4e4PyqCX1m3wySBWs70dYR+s6i3xJNT3FVYzCakO5JtGrSRFKBfb2Rat99ZjCIT+b/PLD33mLkge4lROCGo6U2xlfX3F47upCOV2Kp/u9rxG7re76VJF3wRby1Pqx+TbLtSb6VKLfuqhi2px42pb/1gRZHFgyg2CIAiCOFEEhsq1s5VDGmrEarZXbSdXLaMJtpJtr5EkSZJUEWo8z7ey7Zya0bFm1EQ1hkM1R5IkRZX7KegPj/hqTgLZbVmWGgWPRY8ilNvZitczAADDfjedNT+oeDLd7Q8D2gm2IRmflbLftvVCkEWBHnoEQY4Bh68iNCnonj8hHHLLpBEFMMfbAgO2oksex/BTWYT8xVtKD7MAAKfu3b5Pa7znvq9OforHE8LXR66a8w0CBO+nBz1whj56AwXiPu16WpTy1isvkeRabGWzNXbRZ9EnBbPSrSlRKgpCnGUJyz+2seFVU5ETDHroEQRZdvQqQhrbUPTb+nZU0JqPHIrAUNq2RZIkLZseRU5vp8buW3RulzS3QnoN9d92iUQP1ZyfQUIM8f4Pn5VlWdro58JcDunSnv4L1cq2y4ICQPOaTqnYaaudjH8QZGLQoEcQZJFMwUQWd6qpmsWBRfNSgyVAERiGYVRjTuScUhWOFmtnZJkY9rv5mm4pyXoqhFbMSbOfSr1i0Cerbpc0Ubc86gozRZe8iRkL8pgqaCUQKLTiuzIxBVVy9cesIy4//eD5x750/rEv3fv4t36AWjeehDDniUTK1ZZKEL7tTuhCKa0rJE2GyGm/TsXdg60cJxr/gMipl4F+EXXU1al2USkCoz8hcoygWH++tKuFojiOm5VfY5EoAhP+Zdm/U4ygGO/5sQRTbhAEWXrGVBESOUqrGaTeChs8GFWEtBazsz/ono8gYqep68fbWyFf0804gt3IV+tWRRkrzu2S+pZHdah1y2PwtkswVgINtV6VW/wkQGhFX5k4MyscQivFXP2x1sYjAHD56Qf/6oPfuPTIGQCAF4V768KHl62I7BxQ9tsHBwdr5JbRcrBG9h0peXpyvPZRDftd9QfFr13kqCLUJOOqG/Ztmqg+dKvGacRWNlsNAmCoPqT52npvUOBpArR/RK6+uSezBCiKAgDQhIwk8Zo1KvFxr+lTG1KDVgSmbpa/7UEhxIlFmCmoAzu/U8OjThhh0EOPIMjS09X2DBJsQ5JleW9zRW1X77/KoDfavaA6ada2DnoDxd0C5qpgLtj9TCJnBBKOrfdoNiiDXrpXp5xebZqXrEVXDWV5jwlc2yWDtjz6b7sEfSVQMFcC3fa+3bdfbqfy3kVjtZWJaz2pCq0UTKGVn9+8+SoAvPnMX0nx1dQZrdtd7DNozXtBsA0jeiPvba7EVjb3XIsmYjWbbha1b57IFZvaJ+7X7nDJix3zYw/AknIjjRO5pAvabunyPgBAyrgCMnn1x8pj+mQcAIb9rh5EoDNLWyrDXYok2JPiDsCGwRil/ugGR3SXAjToEQRZcsZVESISqZVN42YqN1jC3RLmODOqJ6XujJN42pJTi4Rk2O92Iaul1kgVKHvcgRWhXO3mN7w+5ICEDDV1Ya0KpYrp6WeDPp1g8ZNgoRW/lYlbaOXnv/EH3/8TeOOnvdvP/fqpgLNBxiByxttMsI1WqVckSZIkL/RKRlwlqD1Zp65evUqSJFVPTl+FnmAbkiTvbUJ7XwHo6StDsdPU7HXNrhc7dkM3nkzrFr/zqfGEy2YRBbXPbL0PE5QUFNVwqyzLcgXKznNqFr030lhG1UBbtXVTG5LE08ETRhhMuUEQZNkZU0UIaH6j43jW2bKo0LSpc2F/JHLUhd0RAMTWtyU+rutciJxmPogcMyg02KGt2wlcC9C8JJmPiESqW9wRWatzXk1Z8XxzDPUT8LBidJUZkaMoznu8N1rel138ZIzQirYyKanJEpppVWmw4CW08m+/3fydz/8a3HzhD+pP/8sbbwNALPbJb87YQ29dykY78YxgG5L/M6ZwEF0odfZ9nvMbY29/aoo5eN1qjoFWI6H+U0pVt3a11EECBIB2maoejEax9W2JBoDVLOTWyK1YbN3hYSDYSpZRK6Y5n5oSYqcNBRZMOaZFowx6o91dcld7uLJpT63zSGPTRhmpenQmX7cEacdMGGHQoEcQZMEczu3tuJUGVRHyetbZQpudgw86xUz6fY7a2h2tZ1xPiGaKv5o1W8j2dkSgodNLAwwBhp1etkAoQlnrpghMWVDoE1/bJp5MQ994pAhMrgqlluTjgtfN+UDoQimd64g8HdZ68VgJBK4ctMN4rkz81pn1L9y5tnVwW3HvlqceAgC4KX398dLtZ8/81ed+P+RZToRxzav/qF/YaJv141H2+9aqX7PF+mNkYtjENC9pKfn6Pyxr/jqxjYbjPF3LDH16RSi3zRx6SLh2l0yK3bNAi1xx92DU5BISD5r3QRGYnX6q2dwdjVY29zb6uQu7I12X0xy+srnXYAlFYMpt6HZ9VtiHgkikVjYrk8ZIiESqqX+rxU4zleFhYD51iAmjABr0CIIsksOZBbNIfQnJ1AyabrW/Icm8IjCcSNtub27vEbGa7e2IShKyG9l2RxShly0QQLCVJEOSFwAgFlspHelslhN9e6L+7hn7Fg2dG29jHgK2S4J7zkOdm7ESiIdbOdjQViYBQiuxlc0KSxCsehGqyq0/+vJF5/fiO0c28d0rWMO4B/u3YHm8+AAABMvPy5yfH4aHHgBWNveOas8rQt3hMtD37wJYMlG0PbsiR+U6NUnmQeSoHZE9nPbAeKzbi9e3Jd4dgA0xCc3X9FFq3CMwonuk850baNAjCIJMhtVbefhZtI10BNvIcIwQt3iEPLxHxGq2Vy5DtsKuQmenA9kCAYrAlKEiy6r+SvnIL2sJcbjPxU4znW2p70fRkvPsha3GkyIwOaNUq3tOXfMmGI/VBUBIoRXflYm30IqXoQ/gZUYbRrbnGnjsBRxwkVvNevdsYb4ds5ONiq4gle1K8ys45UDkqOLuyJ1ZZ4p6me3ijqGperClXXSHN0lDugy03dzxZDqfsBzII3clhPbAmM/OKwfKHYA1OzvbzUwhx6jgiO5SgAY9giBLiRkLjq34mG6WG2Fs3WIted0IHf3nmpJO8xsdihFajYTR4PAeARCrWaj2EwQQCWi2ky0C1ExaNV92JZ8HGBp238mBYBs1jqJI9VPT7SFlv30wshvRullj7EIInLMlMBR5wTbneDxWF6UWDQTtt3IIHpvVPuN0tcjpGyuKzXSppQmt1HPmbgFxp9rN17wu2GC79uixpqNE2KabwGadOaq4dEu9tUrtQ5hiU+tj00L11kiledliiqphqvEKPP7HPorLwJ27ovhtIUGmARr0CIIsHzevvVRPtmSZAAAQOSrHJZwGuF5aiCVAvePpCc0+YuHOG+dkOyEnxZFTq7uN/LxHYNnrZ7qY/DbsnSzM/GMDm/fd0du2FdIywPZOBr+zftsuJ14JWFYX3isTdU5gcurqTk1E9jiWbb06AQ4vu8O2Poq1HWCsW9unmJFvnSeaZr2z4oFfFQUbw34X8hvqZ0usZtNVNWDjXy3BROSKzXzNN+nMC0c2S8HLZWDs3x1LZLQHTgho0CMIsmwowls33vtvDTE/+35CDb/SQuBzI1R9nFpyJ8FWSu1cXSgEbTOdhX8RmTUz3go5bo0VJLTisTIJnHNq6znjGnbYxEe8tkPKvPpl5IfEbzUSOdSd0RUoNw2DXhn00r1e8AownkxDVYvdqFqocQDHh6+2V+xjbSZ/KDwuKNrdYtm/S2ujeGM8b3QydvseQnvAF98MJTPoaln0egw+TGDWL6oWPdCgRxBk2Rj2f/7eW1aDf14dVr6i6//53AiVQQ+0WyUAqEnK1uTlKTJJYo/fvcTVHiIBCQGI2FbIuQqthOCItnX4owRvtPU7MQdLJbbjqVvqrVVq/+7aNHnXt2X7hlJPjVQA0LOwJtuKHXlCVVPOMeDxCxgyMDtZdeeIgQY9giBLhlr3cygwa1sHECrfQC0tZL27OW+ETgNeGfQAvDce6hzKhTlRYo/fvcTZrmZuBCYgIVEkUqsLgymayJPWYvM7tOO7tlSmPICvbunYKgpgpg7Kat48RXWsvxh+1RK83fPRzERSCXNu3hlKajXlih4SqOWpuiv7yDdDySejyRznzJKKMlgpFkGQ5WP09ht1qGj1QWtQDKpZ6FlaiGAbkizL0kY/p46lM3kwyryDuGMGdj05ZEKC6jbjzcSedLPuV5tRu5eMbVeEetNSTZTmJbTmkcjgadMfwtC3yvVMUEY0CgTUI7YRT7q/7WKnmTZrFdMFn18MulBKNzvGj6CrTjGMf98UgfH8GfVrD+yjCAyllT22VT62dWA+tZY3aFrwO0rYasrd/tAx1LeKczyZBv2NU/bbXZsIz5jqzpEDDXoEQZaP2PtuM2+QjpuZFUVgqFw72/I1cc2xNC/V8nqd8E6mtbkSm/ppK4OeTbbNiAt4nbn3vcTd7rifIUjEUM3xI7qHJ10DRAdlv31wsLWm/rKsbR2MDrbWSE7U3OqW3y1LFYWxeIwF26PJfhPM/PJw7eP6qLkxOpIzA0aNMQIAjDPiHZN2IdvS5qxAmREUPWBrpzfw9pIoAkOR5FoVjDUSwTakGqg/+2v9DeuZhl2HRQc06BEEWTL8RLidiJxqzNvuJkE3QpqXJPVuwcf3211NXdnNofcLOg14r3uR+oTPvcSj3UhA0hxXY71pCDJ3VKPtiGb9km5DJ9iGYdrKe5srsZXNPZmnXZ4IsdN0W+F0Jt+tlnVntLhT1Sx1j7GmPKXYaer1x8ajCAxJrlUhv253Yfi1h+kjdpq+v57+scdx0Lxk+TEnEqludWeyHztXYBZEjlLzFWVZljMd8+dz+cx5NOgRBFk+6MIpeNP8KRd3qm7j26+0kN+NUBEYM4irCOUq+Ms3h3QWepgv4RJ7JjDnAQBgdLDlSED6TN7J2LNFkFlzdLN+6az5QAi2UYOinkNiqY8gcsaPEc1LtVQ1p/ax/KQRbKOVrHuMVQnt6geA7LYsSw13NNCvfWwfn9wY7clp5bFoGUoB1ZR9Me4CfhlNy2jO46ZYBEGWEOL9H/5Isu4hwm0Ie/uXFvIRCyfYRq1P6v39tc80xupnG65Eezeal2pAFcldVbNib7OX6ztGmhvowrUDxFY27QlIuSfeOPvDHzo1xQNejt9LmHTIiQXfq/AcL6N8QpzSkN5akFpaPAAAIABJREFUpUfTM7WUqgh1Rt6/dH7tIfoEqPd4qv2EY8JqyuPGBh0qVHXn6IEGPYIgy8h7PG9mxo0woLSQ743QXmRxLCHlul1mveX2rAhMV5dY0PG7lxQGPveYcAlIx8+KipQNffzeXk8i9Z4fY6KmZzohvuo9Pmo/IWedsJrymLGq5k0mXyyWhVWt+O5OtZsuVQj77QN16BEEQebP/G+Ennm9njLb+Xzefm9QE3uc0nK+9xLa7x5TKNVzptqduFPt5m8/61nKFEGQJSCaeqaHJZ5MQx+CYozhmLSasqMSs2cVZ5qXahyVI7fCVneOMmjQIwhyfFjIjdBh0wf57P0Teyz3nkmx36ti6zWJv4ieVARBLMxvS7FPbow79ggKcCJMkscyWfaRPXPJL0PJb85x46IHGvQIgiBHJXxKvV9ij/3eo+N3L3G2Ox9fDH/qCIIgU8QnN8Yde/yXj7w906z0Jc9cmhg06BEEQTw4XLrwoX1gJ+3egyDIMhIiluiXGzNvjlfm0njQoEcQBPFmnjsdT9q9B0GQKEGwDc+NN852r1iie2yoPBbcYz1dUIceQZAZ8FIt87s/NB6JHJY7QqbM8pYORZDlRdnvJ7EwNUA+n79y5cqiz8IGGvQIgiAIgiDIeAiWn1YCDa7Jpwsa9AiCzA+R08sHciKoJUcYhqI4UREYjuMoiiRJRlDUbkaJQccoUIRXXnmFoSiPMoTTA282CDIeRVC/id5lQQMRBd/OAU8hCOIJGvQIgsyGv/43V69eVW/zF3ZHAACKUIeaLMuyvFfq1dU7dje1IakCZ03ISJIsb6equU5GkmW5lqruiAAiV9RGyTUo6qk7t/y3s2dlea8E7f3I3/nnpBaHIAshXdqTNVrZdjmsKS522od4CkEQb3BTLIIgs+G3/+bO57+mGrIiR3UAgGArSYYkLwBALLZSAgAAs0p3PkMDAMST6XzComWmDHr5jLa9is7k6wMF4nDnb36jwdP5fP7mtVfe2cize1Mwl9EfjywURWByWwcj9cH6xHXmRY7qZKSoFKcXOUpdxsfWtyWeBkVgym3odg9GI1X2ZMgVdw9GTS4h8bSjs+j/FAAoArO2dQDj5FPw64ycNNCgRxBkTigCU4aKLBPav+EgEqmmrmksdpqpjKmd0Gw2RY75wytvB2vAh2R+hVcQxIkiMLn+hiRr9rjIUYwwmdofzUsLMua7VaNaUGxls9Ug9KgaDdqGeImPA0C2IjUIUASmvK+wLF9b7w0KPO3ROeCpuFBuZ/fkhvYjIqz6vUdz+CLjmgGJFGjQIwgyJ4jVLORy5NYoFlvJ5wGGsBpmGM3XOpRa1ju2vi3RAPaQ/hfqTZbAmyuyzIg71VTNYpCb1rnDRa17ulP5fC9ZaLD66rjSSOyoHnqXL3zmiiTp0p79KJ5RNUglCAAAIpGCQXBn2v8p6EO2oB6LYBuNmb0mBFk6MIceQZAZcLbY+bPPGI9oXuJpVXtYkmVZkho83+BpINiGZgkQbENLFjD/00YB0LykZuhqj80uQPPTNFhwIyyyKPTcM0VgtD2mnBi07YTPqFtMQNlvpzYcX4JsRZIWuMNEjaqp/4udpmbJT97Z46l40nxNqIaLIBbQQ48gCDJbMJkHGUu3PwQgtIo7AIrA7EDgthM6ky92RB461VTGUdXHxxc+P8ZF1TS61RwDrYarc9BTbCXLqBk+sdh6bVFZRggSPdCgRxBkdtzkKGpXLQAeW69579gTOaqo9dH3vTnbbWP92qeWdYPGNzJv6EKpnrNkzSv77S5sBG87oQul+g4HvVIhqCTnrPFJfKF5Sebt3XjjqYYeeNOKiRKOzkFPAcE2ZCyqjCAu0KBHEGRG/PDaS6/1Si2ZJUDd9EdxLpteEZhiM1+TedreReSootdYv3aAuWyDOzSRc9IrApOrHoxGALCyuTeHRGtQBGYn0YiKCkvUINiGlOA0bzQYKjfxoG0nxGq2V21nW1i2E0EQNOgRBJkRP3z6BtxqJPcS7Ea+Wh8oQFvND3Gn2s3XGnr2fKXUztWFAs0OO03I19xj/dqXwaQJsOmN2MK8LH6Ry7WzLamhL4u4RGT0Dk8wTq82GAk41k4Wh7jtWX0frYcvfKaYaptmhE3kyAu7jn5BQpyKwOTaWXMD76RRO2SGzHpbUZj5I+QKiTBo0CMIMhs+82dnzz5v3nGVQQ8gae+iDHqQzsaNx0QipeYS07wkOfpBEvzblwSrTW+9jblbZooi1HulCm8sixrae+qhHb7TTzWbu6PRyubeRj93YdcUThkrNE44JMMrANBRDTL3JHOKEiDTRuRy1VRNbmgRNi1riOZly9JEDasVfK1vRShXu5DOGg8ni9ohE3CIH5mFG9MoVBASNOgRBJkDilCudvO1ht1mMwx4rVkZ9ABS4cb6t0caQ0jHcZucc0KOh/CIp3Z4EzKSxIPIUblOTZJ5EDlqR2T5uKq+Qmtq4ArNAjiFxsEuGb6T0mfTOwzNIyoCw4mYj7NsKEK9mS61tAjbajZdbe8rrH1lJnLFZr4m+S7XFKHcTuXT3Z7ef8Ko3VJ9/RfOwq1zZHagQY8gyKxRBCZXTXl50+hMHopFTitwKe5UD0ajVKix/nNGnoXfU4lEqmc1hRRRBDruqR3uU77XU33FKa4ytEuGKwID6hxaB2XQG+3uknpqxsrmibLOvLJHQmaqWPY/gFEwNXCsGU6JrZSmKE1vy/lR9tvddLZin9tm8nugCOV2tlKBclMz6CeO2gHA4py4Rzzuwn8KkMORz+evXLmy6LNwggY9giCzRBGYXBVKLR8PHc1LNaCK5O4IANa39zZ7uf7YsWPmXD7mbY7QmVTRKLKpCOViO9tq+FfkdROq6G88CXXdXytyVL2XTm1YnycSqZXNSnjrcir1gOeMz+4In+yRkJkqw35Xy0ix4D9W5Kh6siXLhPZg+jsmtDT62Mpmy/Fpau72IO98ttIgQDCawkTt8vm1t175yZu33v72Q/mnAGBxV8VRjouZJMh0QYMeQZCZcfMalWuPM7xNiTpQBKab31BtDc3mcY31a19OFmSk0nxrwOSoLZvKTTjtcADwKvoLcXcnu2R4K1vfcZ7FRsel6xKItfJXBC17t4nmvTtCDJE94p+pInaa+cDllm2sItSbaVMJx+Hnng66o17kKFte+xj3vGHO2660EFG7t175yZu/uZTROQSZHWjQIwgyG16qvfLau2Pi+zZ1C0UoV0G9/SsCU+x5jPVrX0IW7G92y6cEaYeb/+laKu7hHuIqDslw2tXBQ9dlHMY7pr6BEXFzTvZpjt/bHWAKK4NeutejyAsjMPJtAsYO++48mFlBF0rpnB7m8cnBsZymbs47Zxkbtbt56iNozSOIAzToEQSZCS/9p+bbo7e3VA+tjuqFVXMAGiwBBNuo9Um9jyF1ouy3D0YHB66xhYF3+5Le3CPoY14ijsu757W3OyhTZdjvdqHUktVnFYFhBFvekn2sulgYGnJD01V7FDmqCJYJh/2u/UwD7Pn99oH9q3ywRva17/KYqN1TD0ViFYcgkQINegRBZsLZYufOvzjnaXXRhVJn33hgy/1V8S0GSWORSOQ44bm3OzhTxe7eJxKpbnFHZPUJPMaODrbq2T0zh36Kao8Ol7zYsR5b7DQhVfOLDdi+49ZIXYio3VMhT++Q1dNEjupkMASALBu/sOgTQBDkxKHs95Or806aETlG8E8KN1AEhhNnfzb2dPDFoQgMZX+9IkdRJEmSJElRXu+EIjCU3zupCIw21t7DMqdtSr/2k4EiMFSunW25qifvt7vpbNgvSDyZHjM2trJZYYm8ysUrp97b/IPP5Kd07RFso5Ws6x+iFnczSSfjjgEi53v1mFPWUltr6pRrpmm/3z4YHajtV69eVZ8OvGq06mmyLMvyXradO4GXGHKiQA89giDzhmB59LNbcReZmguaOMm62TK2do+jBpBzNr3GkMhROQYMj6tnnSBnu1aT6IQQsLc7OOvdI8vFYja7xhKJFABs5PN72nWlCEyuv9Hk6WlV6PTajQEA5nYLe6M1Ouc3x7ioXZiiDWGrp3m1IMgyggY9giAnC/f921rQtJYF0K0eKdNRtb2N1P+xtVEnxbGZco7FYpm1rYPYyvr6isUwGqe+4qwBZJtxv91Nlyr6ZtdanlI1K/3qBBHDfhf05GhiNZuuWrQKjzmBe7uDM1W8slxMDRuPsXThVCn31vvP6j12qt18jQYIt3Sc+gWp7PeTq3NazoernuYqkXa8rsEIhAGROYEGPYIgJwnFXeLUVtB0betgfVMo9zcknha5+uaezBKgKAqIOx6FVB21USc3BRxGlZqHMxcnfXZbbtCgCEzTlBAJVl9x1QCy4fANx5Ppbn8IAH51goh4Mg1VzTJVM0XizjmPKX57vg3vsGemip7PQrCNGkdR5Mhb5cYYa1hyz/7XlsDkSJKEyTfFuusZhx7qzdyic2Grp9FeJdKWjYDP5bjsHUfGgwY9giAnCXeJU3tB0z1g1ra2YuvbAEAXsvUctTUarWzuVcCrkKqjNuqEzNF8d0KMX3041Fc8agDZerulF6E3UID2rRNEsA0pwWk69OvbcuPEJDv47vkGgFCZKhYRGK+xbg1Nv6yY40y46mmhSqTNjGm5z9FqRwANegRBjje6YoUy6AF4lji1FzRd2zpY35YzHUZQaFZN7VUEprwPGxMUUj0KC7TyLTjVV7xrAIXBt06Qnq8vq288RXWwVJAvk2aqLPr6iQLhqqfFXSXS5pVyc8Qqs/gRIw7QoEcQ5DhDF0r1HEWORrH1bYkAcJc4pW0FTTc3V/qqb74sQKq6pVW3kQka/v/27h/EfT+9E/jjhcsGEgJJcyl2dWMvuPFI1be6QpwZCDrGRTTFgSoRXBzD10c4POBS+EhjGLNFPJgUw6LKR4rxr/BwJocxUXPNVNa4OLNrzykLdxsI21wgt42v+Eiy/lv2+I/keb+qGVmSJY88fvTx83me9I1Uw+I+gOPC9+Shu+N+llu6UuuSd8JmbA+gDTb50o99fxHTJ4iVOHSeQqw3K3Zu/WFP5kLslKly1HvCrYPKGQo0U3ZPC64T+R0JQNYhoAeAixb4wI76jI9KgVAHAyJSVc9nf3wj1U3r0zA3/yGcCBEXG20NiY440S2q+kpiDyCHkzRvb+crvhLVJwg1BI8p8no7yG6TV8AUTIBzQUAPAHAs3oFS9sNBKlQeK66Kqb4S2wPIt1JVqnSd1BpDawwrzREXXN/TJ0i8kRubHGfjuTuvNGNrNcLu3OstQ0PmAHA0COgB4CIZmtB4YZVA/JU9NtUnC9dxpQNtccFraHnkPiNjqSxHV1urr4T5q6+MSKmxrKRNY05OHfSWvLNPT8NOsT3raUKNf4yu1gKwA09TWIq9nDz/E3wl52P+V6TaJ0BWIKAHgMsT2yCJBaBsIiYZmlDTirEzMeOaKAWX77LPrNk03KFt1Vc8W2xW8ldfiekxFNUnyH4gploLwG4+lnO7SVmcuAZn8c3Utu/zbLIxdR6yBQE9ABzReQokxzVIIr3vbcMTKLvuF9dEKbjcit3nV/jQPWWfINjVxV9+LmMylJMLT8U1OPuIbaa2fZ8AWYKAHgCO5e3tLeHRb9++0ZHC+rgGSYHmRwnimiiFl6ff5yU6WZ+gXPsKt3ZnZa0WlcVC4L/Hpm9ZcQ3OYpupbd8nQKb86NwHAABf1Nvb29vb2/HLYrAGSfcqxz6s6UNXeJ7neV4QtJhSKyxsD39+RyxP2CdiODgPS1cEQdE9dVUNLbDgsnws53OSRqZpmqY561ArdK5uAG+z+1IEbP5XpNknQKZghB4Azunt7e3bt29HC3yDDZLW74996XWT7+7my/q2iW6iFLc8zT7h2CxduX18Zz+7E3kNXb/a3hPX2f65OLiYv1tFLo+f/4fzmzFZVCrnPJwj8w+zc8XyvPFsqL4/ZmyDM1fgf0WKfR7Nl6r+meZkj/eCXNKYCwJ6ADgzFtPTwf+3hhskERWuHzYj7GK9Wak57V83W0U3UYpvrhS5z5//HMPzJ2TprbH0arI/j6Urin41UDljMqb6F00JKt1IYyoOZVmm3/1W+A//RVr0iXz3LYamrOqD6lRpjWk+Lzebi/GY5vNyb9Ymt2rT3dOsLTrtlvNy23NVqtAyuDCmwRkT9b8ixT6P6Ev99zjjyV7SvRMCegA4P5Ztf8ih+qgGSVHdTIPimijVVzHNlVLsE05hPp5abDSeY13BDK3x8r4eakUWkrII1a6baenK87I8HL6wFsJ2hDph5QvdhOmIrVpjms/f3XUMjf/+QtuKe56YfP+LX/8jdf6W/vG3f/aTf/0Hv/vn3/3933ZKf/RHcevPy/ezgWjpSrd8PxuIZOkK9UyTxe8t3RLVerP/bJAoWtNx+WZwynNJxdCEBnm+FvN1NfOIanBG0f8rEvZ5SSEg7PeJk81rAAE9AGTFruk3sf9VYxokkVhv9mub781Z4Qt/HBbbREmMa64Uvc/Zz1OeBBwCpw5mRU0QeE+VcbHdu1us6m2RDK1hR6hk6YpmDNpXREO6mc3aRIYmaMbMs8TSldbUUtWPqK1I6swGnLNOcbJ4eDVVjizLcpvkxglcrp+/d43tNNz/C6VFnUF1qjwXB/WVNq22q1OlFbcfN/i1f+DUTknh+e/E+ioQEVeVFs8G0aRbvokvDHU2ga/ajIm37pQtrsFZwv+KwD5//L9/+pfyD19s7BxyBAE9AGRIZEwfG7jEfLLGN0ji1MFIV5zKFZ4mMp4GSbuK3ifi+ZPbjL8amqDoo4FzA2atFuuXF/7F/vX6waIrIvnGzpW+kfsr7xKuWKZV3FblIudZR6xL/ZrwuF5fP7wOtuX2pLyq49YPbxUbWVo6EdlhuD6lQGHRhVuVkUr1yK2VFnVMk7N/dHel0aJZz2QdR04d9Da3c56KNJv3dUyDs8T/Fb59/vQns9eshfJ7tL76dNJU7LyUfKRjXTIE9ACQLW5KvWvXIbHEBknRzY/8DZKS1w0vD/6ehfo2u34pfPYDps98kR26ISsXOaIP9jNXLF8/dHyhjkU0tIdfjcmwHFVuPHqr4ErqYKa6Y/o73Q5ufcEjX42d/kxcVVrUxtJI3Rw6V5Wodss/Fgp3cS82V5WoVuMf14XCtSwTfRBxxKn3JPRD494RB3mmbIToJmW+93VUg7PE/xW+fcryD4c4zkOrNN3ey5autPTqkatrfuV5KVmHgB4AMufIpW8iXFiDpF1fuuykhCYcedJBiu3RSnGHWa8fXu0OQvNuTaHRoH0/EXjeHsi8ezLbV0QyTQThO8uhF6OCdTFqKz83yf7uyTx4GBUe0U/7Z7UnEXjvNCMW2TwPDCh6FSJWll2qR53k6W8F01+uF/a+TiU071n98Mz0uKLgXBHPfJLrh9f7Ze37S8Q0Emd6dMS8lDSzUDzrwLEgoAcAQIOk8/vk1xpRQ62bEVauPfMNzlpEdNOetTfLOHXQdjcbuJUL/UO6oXWCK1wmpwZMVI2nbLv89/W8697HFq4fRgMufGtq+GZ6hOaKbJYYmlCb9GZmmwxNeDbU9pXeD0yPduelWKGHIvYcWid3F1CuIKAHgCw6/SA9nEt2vh+ASHGpZ3B+npSbOL6ZHtXgXBEid8lVqSIXvcPo4enRyQ8F9pywORwBOsUCQEadpI8snI3sGDoOs19LV7xdUS1dEQTeYT/Cqf7Ze5au2OtE9wMN7JMMzdlnbLvhM7B0JXA4m/PafpxpzzGb5w4ei5VFRGRM2FuKUwezmfn6QOPpTs1unenRpmm+NitpH9ppHTggBPQAkF2I6S/bIeN4m6W3unPvgo/lXO6ZjlnEcKbdItQ0TdN8KndroZg+sE9LVxpDe5+vzUUj+h7g1CxdqT2+r72LDM09r63HmfIcg8t//dvfHeVs4mVhxnmmcVWJurc8LwgTkomIDE3geZ6/fSzf75bzwlUl6tZ4nheE1rJMyw8iYvNSdIp8KM3mcDRIuQGATMtI7g27rzj7YWRHNm+0LL01LsuV+cJdYkyGclQRG8820/G80uw4afM9Wej7StaE9vmxnJPTlIirSpXu8mNrEfqjsnTl9vG9cH13dz30Lu0PK6zYun2c49hSPKnPMbT8b/7pWGcFW20mMgeW+jOkfDM9wnNF3CWbeSRie2Y/FMy12sxLCT0UtWekap0QAnoAyLrzxvQscnV72dK2sP7rjCBm7jQtvTWWOh1qDd3A1FotKouF0yUgslD3x3JekTru0qtSZe6J0CP2eVWqUNcuemlNx/OKdHXMs0pDejJZi9fh0l3mi+vYcXaibzt2OMfg8h//3k+PdU4AsAuk3ABADpwr90aW5be3NxbNs8NAFlBWsbA0EK9/LOdzkkZ2vk2HWuF8mtWCguwc5Jh9cupg1qMGz/M8f7u8j8riOS1OVeMrArI0+tsuNYPn4a6wwzkGl//kj3/vgCeSXZb+61/9xjeTQI9OYLJ0BTML4CwwQg8A+ZCR3JtDMuz60K67J7MtGpowuZm1RQr/cE4Zv41hYemAC1SUF9uz2eY3rlieN54NNeVLGbNPQxMai+bINDn2izDpnfuPk8AZqDc0QdDCB7rjOQaXD3/zpyc7E1fgUjz4/4Twpf7Pv/nVv/rDP+xvKi/mpb+SpSu15X348oxb7j4YakAb+mdF9v8rYlfFyzrYfhtODAE9AMBuDnZrYbeuDMTrTv7quR07bDqkTVia7KpUoaV/EVcsh1YrF7n4fRqTYaU5cka0xXqzUuvr9czX2BbrzUrNTpZx7XqOH8HlPx72dItOee7h6/Dgt5qhp2ANmorPgn0zuK2/0iZePmtnJXue9F3a5Q42jzxwtP4+u+zGri7S5h5P5exdR903wgkgoAeA3Ngvkk7zeb/rPtmR7LFhCvHj8bv0dCRLV1pjms/fPY0bd5XpIN7Dmo7f39/dDjtE9H7LL5/MNmlCgzzhxcdyXild+TcOJM07q8TvMyeM8LkHV8n9ORJRTIh/wEvX0vt0P+CI6s3+s0GiSKLbX8nQGnbvJDI0QTNmdSJa6S02+h3uvnSqO5/oedLxy722zyM3tMZQ7s1Ujq1Ncs85MU69l7v9lUVixu9vLxECegDIk/1iejcJPs7e+4wM6484LzZ9T0ciIqkzG3Bu48Z0H7EZT62J5GsTa+lKbSzZdzD+YWljMqxIo8DrwFWlSreh3dgpJY1hpTniiCh2nzdyo9HSq+wX47k7rzRjZpuelRg+d6fmjSP+dYs5Ry64/P/9+E+qGTz3QzKeu/OXNc/STQrXvi9jrNXCjX3FG7m/sojo5fGxcPdEdN7OSlHzpJOWu7bOI/eVTwoktbEpKaXUR/l1SgicAAJ6AID9s2jcsN7dlv1wrDKXO/V0LBc5Il9LyIQdO3H8ZX2+cuqgpwkCvw5GJ4Ym9EvsN04djEip8fyaiK4ftnfebM96mlDjH+Mr52QCpw5GuhIRmXnOPU7cOQaX//QnP2Ty3A/HmAw9+Sf2/bPz1uOK5aFzz2RMhuWbNq3o7sm8mSi6JVanrLMSZzdZOiEu5v49brnHx3I+p+bIZIlYlq4oesd7rRjP3bnci05vs/RW/INwZAjoASBndgq+WZma/Xb7mW2Hw+Eph7qdpoz7hw6XE8cHy3BvKmd7ifXmZBq7zX77PDdOHczCS8Ln5T/3uHXjztG3XJZ/2Pdoc8HS+4tmZ/MyiDdyo6/XxSLNuzWFRoN2byKwW8HC3dNMJGtFRCTWpX5Lr3YkqtX4x3WhcC3LRB/nbVeQUvI8cv/wvI/doA358+eCgB4A8ieQwn6o0eXDFtJhMf1pAmWuGgodrk7wtDlmTZelag7KlHgd6hbxd7/9zT//wQ/eUPxybucOLNS6yZmy7t7VcL62TW5zJnu7/HdW8s8jj+tnYOlKrUvN0SybX1Z9DQjoASCXvCns7jg6+5VCgf5Ou3V3knJ43rvhXoFRoKyN+2voB26nno7hxo2wwantfIVax4u5D/hVEisHExHUWbryXBzsMnZr6PpV2nkfcDgRc6k988gDXdg2mywQzJ8dGksBQI55uz65v7LeT4GeULvuc78Nw6Ue8zjHFL6UTF6lxmR8lue1dEWI7gxl6YoQaku2ZVtDEwSe53me9z/gWR7zbGcj1puV4cQ9JmMyrEjuvGdjMnRm5jgsXWksmlmdR3IM6VMxTwwBPQBcoP0i8oM8726xkaHxIVGf8Ckig7xEDPAFGFr4spywa9KOii1dURTFu8R5L2gGK/T+WNOMiF2FNzwYu0B79EOtbqjsZ/K2lq40hnLPNE3TfG0uGs7Bus25TNM0R81FIwPvUENzX0tOHfSo4bzmodnTgbKv1nT8vn5/vN36HwyODgE9AMAheWP67Tn0Ytv0eLorFK4f6hFtHX2RgRMAxC0/fsRg6Ypzw5AQUxm6E8Lohw284MAOPEhvV2c3TdPsUcO++IZ0M5uZ5muTxlP7apA6niXGZPHwapqmWb+yxHbv7vphtCn07t+Vf8ODsHSF52+7JN9dF6IebY3LcmW3bT+Wc6cqFXFViXU7sAu333sLt9Niday3B6cOIiepBpeL9aanv5rYns3Yaz7zR/NiO7CAOHVghmBa7FkgoAcAODA352e3zVi7lvB316xOnP0hyamdZmXY162E5ceOGAytNpZG7CP/VRrXYm4X3KyJc6VPwG52vWjjVrZWCyeQJfFGti8+e5GnM6+nrCoRiXVpXBN4nm9Nt+3Kv+GBSE+mORvUI2qos366UY8kbntVqpCTvGJNx04qutieeWNpa7X4/LF/mjVdli69ocDFw6RYAIDD887ZTSe2Hpy1WlBFunJ/54plmi8/Ypfv1+olMjiL/HrBruTn3i84pRIDrWoNrfHyvh5qxR7ZP8za4mfa2Z6yatAX5L6w4Ssh3DctsNxpbmwHpxHV2dNgdTPtNmhFe9l+u9pdfIF2Fs7SmeGGAAAf60lEQVQPONJ33JZTB7OiZhe1vHsyo2amZ6Vwe+7miEMYAnoAgAyIb9fiBur2Y9ZqQVSOX+6XKmKIjJITBmsD8+KI3CwLkYgMTdCMWbvdu1us6m2RI/uHiHWuaL92tnA84YshPNU7sIJYb/ZrAr9eF+6eZhwRF6zOTim+IHJv9u6eTI6MuELvaXZ1QG44v/vzuplvHPtFmARqtKNwOxwSAnoAgLNLaNdCJN7I1GhoN+yD33juvq/X5YTl3t0eIWLgiuXFyiLRCb0twyDxarWQndFT8UburywKPacVXudqt3a2cBbewfvob0hCDaxEf3V2T51Vt4hqaIlvEzGu0HvUro5mE87vzpgMK82Rc4cq1puVWl+vi/YCFG6HQ0MOPQDAubF2LbE5rGJ71pOHDTYJdXIzerDn3sUtZ/vUFaE2lkaHH/8Tb8rdljPL1dJbjf7UYqkRbJExGUYM4TvpE8nrgC3dtGMXph0fgzUdv7sVXG4fWTmXA0wwNzT21vxCtR7h+DBCDwBwbpHtWnw2A5Zk6cpcvhcTlx+31YvYHq2UmvC4XhPR9cPrQOWIQqkRRE7WRDEj6RP5YU87HnDExnK1YvJ9mTEZU/38SdCWrtSW974pn24xR+c6CTM0ofGy9sys2GzafV/bhSDtKRaGxn9/CWx/93SssiqcOjDdV9XSldpYSl9wXbyRG42WXmUbGM/deaXZ4b5i4XY4DQT0AABnZkyGVO7Ffr77IglLb3WJJeckLD92xBBKsaBwloXnZiMT6RP5kXLasTOjuCzLw/C0YxZAu+scP1Pbjt3v/Eu65Z45ENmgtELhi9IpvdoW2fqC5hzpx3JuL/cQ26bnAmL3raEyr6dgaOES7QFie9bThBr/uCb3hsQp3P5+yz96Vj3ePQl8HQjoAQDOL9CuhbwRA6cOekveiQA2I50xyy87YsheT9OjiMhHsvS+PaXY0pWWbolVonn5fjYQiW4oNO3Y0hXNGNQ36xyRpSu3j++F67u7a0+GvTUdzyvNDntqsd2ThX5o2rM9F3xTenXsJJobk6GcXNOGlXk98LdQm9unqEc2N7FivTmZRqzhX+L5As2zknn+71LgAiGgBwA4M7E9CwdcvojBPzDp3TK8/LIjhpyWrdzpPiRy2rHIqZ2SwvPfiahQuG4SUbht52qxfnnhnZyU6wcrvM5xSE/mQCRLV4ZLd1kgkeyqVPEWZXIOOLr0KmetFpXFQuC/+4a3vZsmzSM/Pmu6LFUv9212IF/k9jsjENADABzFt2/fPhN9ZjZi2CR+FK4TE3vCGdUx2dKeTGv/8q9KvClvsq8tvdUYS6MrarWoY5osC7sVuR1XLF8/dLx/Eiu2ePohRRZij+p/4LtPoaTSqx/L+ZyaI5NVmLF0RdF9JxZf5vU0ULg9pZzegecRqtwAAGQRp7YzOG2OJQLZbeF75W5cl1hPjO5Z0hjKPdZftrloCM6mhlbrljfL0xR1uXRie2S3TeX5WzZPgqtK1K3xPC8IrWWZlh/+LebdmqJbYvt+WeMdB6jHcmzijUzDhnslPLuzYMX2zFMEhiuW593nzemw4fmzJM8DZBRG6AEAIB1L7w8r0sgJswItaTdrRWVUx2VLkzd1gqtKle4YDaaiph2Hl4iDgfNT7LTjzTqnxhVDXc4ipgaI7VmPhAZvt5R6fVjUlqHNiK5KFdosZ2VeE8tCAXw1GKEHAICg6BZCH8ukcvkb0pNpzgZ1b76FtVr4srk3yRbqYDMUu6UgP+SJkzRv+1jOo9P5xfZsxr7zaV9Nx3P5hhXFEbxfMPg3TnsdAnwhCOgBACAVa7Ugog9dYRkd/pBrg1PVcC6EG8D79uXZt64IPH/bpWbny4/OXwiuKlXcdBpDawwjgnBLVwTF06SsSyyRRqw3K24XMtZ1dbOxMRlGlQEC+NKQcgMAAGmt3x/70qtpckT2MGraAufijUyNhnbDVmfZ0p6cDCehZKd9XhJvV4GU7ZMiWy/FLT9tSyYiIuLUwYiUGmsl5m0stb0kK3HqoKcJAr+OrnJzktI9AHmCgB4A4Cje3t4+WegmgwrXD5sRdLHerNQmRltMF9GnypbebZ8Xw9Jb3TlVJPZbyvZJka2X4pafoiVTuBB7VAeylCVZo4q4uw98rasDIAWk3AAAHNFnKjHLjgMez2dETXPcScps6c89SQ5ZemtcliuRj7H2SVHVQY3JUL6JiGzjlqfZ52lY02UJKfDxhsNhdt71kBcYoQcAOJa3tzci+vbtm3fh1jF797Ocbe7dw5nH+8V6s197NlR78JcVrkk5WOpNKbGzpUdOtrRnSN6YnLNd0FlYemssdTrUGi4iHottnxTXeinrLZkIRdwBjgABPQDAcblxOROI77euT/7I/qwxPacORrriBIuFOzfZfZMVnbBpbLa0Z58RAehlY+H8gKOoFlBJ7ZPiWi9lvSUTQCxLV2pd8varY8lhkf8UPHNFvDM04hi6fhVdD9fQhMlN/uftIKAHADipcLyeKymyoj1r+leKy5aO3udX4IbzFNFNK3ko3d8FgCuW541nQ22LccvT7BPgUw6QKVSRy2PPt4CTRSUuF602lkazgTMNXCsmh+TGZEz16P8yFzIpAwE9AEBuZHairTVdlqpfMyb/hE04H/noTu2T/K2X4pajJdOZxEW6B3wvZyHtPnA6ex1S6UYaTwwSRSJLn5TupUWfPcA61hFR4fqhJ40XzU7bvpCdsQNLV56LA1ZHS1NW9UF1qrTGNJ+XZXn48r4easVZWzQ04fvLmogKd0+ztrgZobd0tvb7ep3HrwoR0AMA5Ek2Y3pkRe/Bmo7f39+dLCQiovdbfumWkvxYJsXehiY0yFPf02m9FLd88xvi+fOIfM8mhLy7RsNZ+5+wt6uqtHg2SBSt6bJUrdKYiOy731dzwDmR/d1Tqut4Xr6fDUSiG1qs6m2RLL1PPdMUiSxdaemW6A/bpc5swJGlK63cNaxGQA8AkDMspqcL+gg/BjZEF5cz2xhWmqNB8dn+4Syf3Jw6MN3bIN+kYSK7fVIv9rgiJhNLI46Ii1meZp8xvJHlUYeBv+D1/AVPeTuORfRXq2WpqpKdyvexJKnuTrsxi5qyskh0rmXLYGP6YcGWBZzaKSk8/52ICoXrZmBtu2EZVyzT6lCncyoI6AEA8idcP+ew390f9p7BjQKzEb4Yk6Hcm7VFMjT7h4wKt0/yTD6Oa710lJZMp/nD7X2dZOwCg0/iqtLiWZ+SN43vqkR9Z9Dc0IQJycOWXnWrZjXG0kisEi1YmG9MhlSqR+za0pUWdUyTs3+8IAjoAQDyyju/NrJ4TnJ8Ezfaynbr3jN8JkhiTxGov3niqMtNmWWlMAyt8bJeDwWS5SH7oTdrk38dJ5m23OvR9+8v5DRVDWbfHjDpNjQxOHKmnn/ycVzrpby2ZHIvDFmWd71I2PruJZ2FhHLYG1eVFrWxNFI3s8U5tSMpLD/Nrq9V15Wa8OirclOVqHbLPxYKdxF//3m3ptCoI1Gtxj+uC4VrWSb6IMpVXk2CwtrpDg0AABcmoYA9G4ZPuZP9QvC4p9hvh7t+b2Cn3HxsStI5U+bcKnXOD0ZwnfpKqS3vZ23RzduxLIv7eHZXs7e40pUWdQYqZw/8xUb0e0SokSxdm1bbJ04QOtTBH+8ZT3+Eu8r+ER7DRZ51+v+cJ4YRegCAixVXwH6nz6T9puEmPMUe+Tzu3ry5Rmk2t1aL9csL/2L/ev1gUWiMOmIdJzVFrEv9mvC4Xl8/vHZoId/YA9/ijdxfWXR16qTbLzL5mLVKvaRY8PLOCLIGAT0AwOVzY2j31zMeDO2YzxO+N0jY3C1Bt1oQEXHF8vVDYOT8I7BJeB3L7fLEMmEsXWlN6b48dGabGpNh+SYyqwUgGmJ6OCoE9AAAX8Jngvgj1coM3GbE1fXb6cjFerNfE/j1unD3NOOIuPb9ROB5O7n0zi0K6dsmuI47m85Nmr97MjmRes5qhbunmRjZDQoOIyH8RX78F2DpSu3x3VstPnl59B6W94FN7c6yFDFfPLR+3iCHHgAAtts1oN8j0zRyXm/CTjJYjz9Bfkdnz3XkJ2jGdGL5vQb2s/f5erop+Oq5xi0PseN+3w28Z6pMqvXjT+rs33BGwgg9AAAc2H6feTttkq9oHvaAHBUfzwCzXdTF0xg1PUPXrzLeMcnS+8NKc8TOi6tKle54aqkqF7c8uLVy+/heuL67u/ZdOcZkKEelycWtnzs/OvcBAABADry9vSHVAU6MxfTnPoosMLTaWBrNTNM0zVdpXNOMPfczGR/2wI6AUwczd+Tdmo7nFanKJSwPkp5Mczaol3wLrdWisugLPM/zPC8ourVl/fxBQA8AADmTfnje0JyPcP9neARLV9x1DI0PcUIoQxPcfe4bVkFqiOmJyNL7i2bHiWU5deBmjkzY1ei5cp2L07k2LV1xo1hda7y8P7K7Af+alq6wDQzN3pehbXvHHJmlKwLP33Zpc+aJy22cqkZ9Z/GxnM9JGpmmaZrmrEMt5+xi1s8fBPQAAJBKmkF6WZazE36xvqr2R3iv3E0a1rT0Vnfu/ia2TY+nu0Lh+qFuF6BvLJr2PkfNReOLxPSWrgRuiQxt+z1SYA/bXypDE9yw8mu8sKnZ9VEDhnQzm5nma5PGU4vI0BrUYxdnjxosUG+NpVd2uUrjcal5d/0waotk6X17zdfmoq9bXFVaTAwiY7Ko0PKDyJgsose/T4ZTBzPTNGf3y5rvYohbnkxszzbD+8QVy/Pu82VdYQjoAQAgreSYnqXOM6c8qmiW3h96vpMX27P4ChaW3hqX5UrkY4bWGMo9e1LeZEjy/Wak9F6mxeqL1LqpyOXxJgQyJotK9Ot1eBik54pl33VmGQb7Tb4R7ceJiKzVwl5AJN7Ii5VFH0ty3gOcOhioRWePaqfU53me52/ZjSyL6K0VSffSYmKcP553ifVmZTgJB99xy1O5Kp3q6j0ZTIoFAIAdhNtCucFWJuJ418dyXpE6aWISS2+NpU6HWsNFxGOeiXgktmcz74OrBVH61NucR6WlG2k8MUgUiSx9UrqXFn32gFvck1UStHSlNab5vNzr0ffvL8SqhV4R0UQTGi/rtVsxMLBh3BOz1+1LT5AVb8qNll5lt5WW3mqMpZFYDa7FFUOtEq5K1HdmjhqaMCGZSkR2Z2PT5OwfiUX0rRZJHbVKk+cJSfVzxfOeWjZERPSxnCcu33OfrHfc5UBADwAAu/G2a6WsxfEOFmx/6Mrt4zsRFQp3veiYkYXzA470iAeN5+5c7g1iSuO14h+MktN41L0PuapKi2eDRNGaLkvVKrHplXbyBqsk2NItsUo0L9/PBqKhKQ+vpsqRZVlEdn5Im7XpslSVghuGM6LZU+f0dTsosT1aKTXh0VflJmKtYKsEUjuScss/kv0WuJkIjZpCo45EtRr/uC4UrmWZ6IOI46oSdZdFjrgiDcel0dnG58V6s1JzbkyIjIlzSx23fL99Suc7w6NAQA8AAPs4YxyfstHV+v2xL72aJkfEcr61cEzvhvNRXaL8w/OBh5Ratxxzj3BwbEA1pub26XAsor9aLUtVlab2QrVTUnj+OxEVCtdNIiJig59iXerXhMf1+vrhdVD15YesYjYMQzRvY02LA0ucMoxieyDaP8zMdnAt07OdOJuxx4N7Y8/g7OSs80Q5dTDSFYH/viZfB6i45fZsmcT3B6cOepog8OvgthcDAT0AAFymwvXDpg5GYIiO2YTzUVhlvHDWjqUrtS41R7NLCwm24qrS4lmfUqnqBoMRyRub1dXBTLVH5EP5IUkbwlcXvn1JWi7Wm5NpxJqBtdrOzUzcM+5+nBmCSbEAAHCB7HmCiazp+P398ZZV77t9fF+/P97ym8IZH8uISteGJtTG0mh29gG+QIHCTZVBS1cU3fKs8Pnyg/L9L375y1/cyzJXlRbdccnzonBVibo1nucFobUs0/IjdIS3j+X7iBcrYUPmr75y0nwES1f8VV0sXXEqqIZqq7viqqyy4o+hyyPVPjPHmi5LGZnCez4YoQcAgEsk1pv92rOh2kkxLBven0ngy0YI9ZI3JkMq93xhgqUrjUUzC9/W2wUK7VKamjFr35Qbz4baFq3puHw/4Ayt5qxg6Ypm7NpRdMM3+3kzQsqpgwEREYXGTEX7AX/6Rzg/JDzY6uZ6iO2ZmPM5xIdl6Urt8X195132sZzLPTPp7+pUWbXn0io1O+vMThgzByK7Q1XIuaa37zOLOLUdNZz/tWCEHgAA8idFUXxOHYxKbm9IT40Lt3fOVoFCGNZ0zEbxoxpOnVREgULxRh5ODDKeu+UbkazVYv3y3f3uIXfFNT8bzftHmnMy0BzN0hWev+2SfHdd8C43JkP3GogWV2XVmo7nlWbduXfqyfPx1Eq5T8gqjNADAMClSp9xG7FueGpgYH7hGUUUKCSu3uw/a7Ro1ttEVCxfP5x/Gu0eDlbZptJ8tc/f0hW35mMeSU/mQCRLV4bLzUJrtagsFhEzRDfiqqwGKrpelSrz5QcRl2afkFUYoQcAgFxig/SBoVzZkbDhWTJuP9sdad51vxgQNIPEdo8a7NcG9dhXD1xVWgydfkBi+35ZO+jXCNZvf/2rT+VwRx6EpSueLWX59s9//1e//OUvDzysXpaqHFm6oiiKIGia24fW6V8bmJDgrpqFPHJOVaPGzD+W8zlJTiPkDrW2HCersnqvciywD2Bf4ey6T8gQjNADAEBeBSrik6eYZqD7lVf+Mm6jvmkIFygMrBaxwv4sXan907+sfcu251tbutIY2utYulJT9MCYr6W3unOqSM6vf/77/9D9X39qmn8XzO3ew7zL6q8TUaFwV2zTlVMgn6ySYhfUH5dvBuFS+ioRkdSZDTi3an7mRqr9w+9csTxvbGaMBKWssrrTPiFbMEIPAAD59uYRWLh1tP6UPjtIfybeHO7//leb40+Rb/2xnDvV54mrSiyzw7vn1rgsVza/T8fzSvO//p0sy7L8c29u9z4qzVfT1pOHE4PInRTBVaXFZr4BcWqn1GfTDbpu89FykdU+T1EtKQuuSpWYRyxdYYWZnMA86pTss027T8gejNADAMDF8g7hH6oGYlxQftAai4YmNF7WTsvP5DHSYH0ez7a+/rh2pZRU+/TZ5HB7nzVFvvVVqUJdO9efVfW/8h52ayx1OtQaOhkgTm63OhwSkXz77yr/QB9ERxgc56rSwp1vkMuK+IbmnefNXjv/FG53tUWwZcImad6/acp9+gXeDqg0ei4I6AEA4PIdMJqPa5GbfNvgxj3y9vLqwUyVqBa3npV9WStxlQrJ0NxKhZHZL7G46HyTj+V8Ts2ROXDmnSp6aBIupw5mRU3g+TUR3T2Zg81JuD299M0iZ9Kmx2JlkbhfRO9Nubl7molkrbxHdk9CXxpxxCri12r847pQuJZlog+iq72e8ZQCjdKMybDCzsYjrsoqV5Uq3YZ2Y18XjWGlOeJS7tMv/Hbw5r/BKSGgBwAASCUhmifPtwFx8XramwpWMt8Ofjm10xzX+npdjAyr7ayVuTPIbUyGJPe8lQq7/ZVFIun9YaU52mS/dMefzAxPk2/t3F2YHPtFmNh3JpsWvTEpNbIsD/t/odTGex5d1KwDt3I+EfuCQapzcSuHq+ZnDacOepog8OvgNySGJvRLo4HKsSqr7+5tDRER3T2ZbZFTByNSauxG6/rBqQYUv8/0vG8QBPenhIAeAAAuWUKEnU3WakHe3BSuWCZvhoR31VDWSlylQl/MyrJfOrvGar/4JdEfxz14VarQMrDMmAwrzZETE4r1ZoXdmZAbzvukzu3+LEtXal1qjkJHcGRsEsW+VyOnDmb+JWJ7NnOnPW9SX373J7/5+3tSXxOrrEZXdA3sM1ny/S0Rvb295e7dl18I6AEAALbbGr4wnw9iggG8tVoQRc3MjMhaCa3Qncs9T9xqp9EXrh9GiWOvUfMEfvefK/Q/W2+y/G04HO6Xb20fxHT87h84fr/ll09m25PbPRwO5T/7t7+q/Md0u9xNXDCbX96L81e9//Tf/v1fy/Ih543sDTH9yaDKDQAAQBJWKidNNJ+whx1iGvFGpmHDqdpuPHff1+vwWiycjw/LIysVcupgZprm7H5Ziy4Lv/EWNHSXy7JMYr1ZsUvHENn51sHi/uKNPO+2nFLmxnN3XpGqHHHqwHS9PlwXrh9ezbbIUoHcEzd+83/+b3iXSfwl7X0l8LedbGjbzdLAlpuK9XsVqD9GpaPAxfmzxl83fkafuVz3eNIEWSs2dakQ0AMAAMRigctO4ZEd8u5PbM968tDuGzW5GT1cF4KrJIfzoUqFoWfwh+P74NRBjxpOdMuytomIyNDcUFdsz3rlrt3fKnJ+Zmifo+aCnfj3f9Mc/csPf5n6eNjkYJebvm+apjlqLhpJMX1gW2ehUxTIu9N+yem71Ct3a/s07Mpp9dLPcGvInvtALhlSbgAA4GJ98uv+Tw7Mf4InldnSlbl874/MY7NWxJhKhREZMrse0s8ak9/GHqR3ab05mW5ZZyOY/rL5faevNdJODk4zsZjI0pXbx/fC9d3d9dC7Xt9b9iUwXWEXbkz/+VyUhEs0a+kuWTueC4MRegAAgAiHjeZ3GJ70pX9YeqtLzXpgpD02ayWuUmFEhkxopwdiTZelXTJlDvGUemssdeqekpdie+b9esJaLSI2i9mWiEh6Ms3ZwL/0YznfLQcoyXA4/ORQ/eczwT7z1Ge60YVYGKEHAAAI+mTI4h2MdHcVqOIXO1TJqYPekneG3z1VBTcVCcMb/eJeVl+HyZUKdSW5D5Tv2L59+7bf0C+ntlPOOE0Ypd5leH6PycFbto0svc8qBn3oyu3jOwWbdu0pru5N4JVx4373iiI6epZ83PF85iYEg/THg4AeAADgFMIteGIjG7FtmhGJKv5sFgen/svPfvjV2xu7YTBNM+b5s1XcJXCfs3eQt62kfeTk4JTbBq3fH/vSKyurT4YmJHb82lv4DtC9ctiS9KH8m3NV7P3yem8edn32hENCTH9wCOgBAOBi7Rc9HCSjwI2lDjiSak2XpWowJnePdmtnq2xyXyjXDsPzVnRJe/dRVnB+FtuUK37bKIXrh81E5EBf1X0lFKcPXzl7XEuR3w55nz1yuTsM733GQ13Jn7/NgDAE9AAAABsHzA8+eNud9NksGRd4kQMZSun3s/Pk4JTbRonqe5UbcZeiN9A/ZT5P5Jczgcwi2AkCegAAgLwK337kN6XBDSXjhpPDfM1QLV2pjSU2OSBucnCabeOI9Wa/9myodsRvPHfncu84E4tPxnvxHPwLpZTPHplZlMcL+LxQ5QYAAC7ZTgWwT1y+I7PFuY/6OkTu3O1fRYd4Wdjk4Mdb3osVjfeUyd8Vpw5Gpb5Tet9XBvRTAuVu2IzkQ+x4N7v2Wzjs8wa+scnm+yLLCuuo/nMAAAAXI33C7unr8aUfjAzXhEk42s+McaZ8EfZ+ijT7P+IYraVr02o7ucPVgXyyIMwBjySPsjlOn9mSnUi5AQCAC5eymkpmP6opvvZlnL0Tb/Z7EQKR62de5GNPl4ycWHwMWb6c4PIgoAcAgC8hOaw/V/i1a+T9yYNMjrz3eBEi51Dudy9xmsonh5pYnDD6nsFx5TzK72yQs0BADwAAX0hkbceMD6bud3hx8VB4HmSgAdZO+4/cJK4u4ZFyhE5sax2Y088uvVSI6dNDQA8AAF9OoJRKlmOvvW820kRCn2wYlLBJToviJ4gszR5pp0I9AAeBgB4AAL6i7ATxZx+GPN5L4R2qT74zOfuLkGCP0uzZubryLssXRqagyg0AAMD5RUYtxxieP03noPDxpKls4/6cnQAu4+lYX0R2YvrMXg8I6AEAADLhUJn9aaKfzMYlTCBl5VzBXMZfpS8lIzF9Zi8JpNwAAABkQtxc0p1cQDRPByqbA/B1IKAHAADIik/OUoUDyv5tz5eCZPpkPzr3AQAAAIDP29vb8ZJt8ujt7e0zXVfhMuAySIARegAAAAAfDM9n00HS0i4SAnoAAIALccFpCRd8arATb1papK95kSCgBwAAgHyIzLg4eACH4fnsS2g5fOIjyQgE9AAAAJfjgkeyk2O4Q50yovlcu+DrPxkCegAAAMgxNwcjTRi3dVYlovkL4P6Vv05kj8ZSAAAAlya5U+ylxqxbY/oLPneIdPDR+sxeQhihBwAAgEuQXAIls6EYHBsbsL/s0XoE9AAAAJcmLpP44oPandJv4OKxN4L3qrjUbBwE9AAAABcoMFzN4pjLjuYTXPydDMRx/+6B4P6sB3V4COgBAAAukzd2+VLh7JctdQLJLvhdgIAeAADgkl1wEJMShuchwWUk4SCgBwAAgEvjZhwBRHLjePdm77ANDU4MZSsBAAAAAIi2hfWZ/bbnR+c+AAAAAACATHh7e3t7e9vagCxrENADAAAAAGxExvSZHZ4n5NADAAAAAATkaxoGcugBAAAAAHIMKTcAAAAAADmGgB4AAAAAIMcQ0AMAAAAA5BgCegAAAACAHENADwAAAACQYwjoAQAAAAByDAE9AAAAAECOIaAHAAAAAMgxBPQAAAAAADmGgB4AAAAAIMcQ0AMAAAAA5BgCegAAAACAHENADwAAAACQYwjoAQAAAAByDAE9AAAAAECOIaAHAAAAAMgxBPQAAAAAADmGgB4AAAAAIMcQ0AMAAAAA5BgCegAAAACAHENADwAAAACQYwjoAQAAAAByDAE9AAAAAECOIaAHAAAAAMgxBPQAAAAAADmGgB4AAAAAIMcQ0AMAAAAA5BgCegAAAACAHENADwAAAACQYwjoAQAAAAByDAE9AAAAAECOIaAHAAAAAMgxBPQAAAAAADmGgB4AAAAAIMcQ0AMAAAAA5BgCegAAAACAHENADwAAAACQY/8fvEczrc4SSG8AAAAASUVORK5CYII=" alt="plot of chunk PopTotal"/> </p>
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