Received: from malur.postgresql.org ([2a02:16a8:dc51::56]) by arkaria.postgresql.org with esmtps (TLS1.2:ECDHE_RSA_AES_256_CBC_SHA384:256) (Exim 4.89) (envelope-from ) id 1fvkyT-00028S-V5 for pgsql-hackers@arkaria.postgresql.org; Fri, 31 Aug 2018 15:04:38 +0000 Received: from localhost ([127.0.0.1] helo=malur.postgresql.org) by malur.postgresql.org with esmtp (Exim 4.89) (envelope-from ) id 1fvkyQ-0000k8-LC for pgsql-hackers@arkaria.postgresql.org; Fri, 31 Aug 2018 15:04:34 +0000 Received: from magus.postgresql.org ([2a02:c0:301:0:ffff::29]) by malur.postgresql.org with esmtps (TLS1.2:ECDHE_RSA_AES_256_CBC_SHA384:256) (Exim 4.89) (envelope-from ) id 1fvkyQ-0000k1-BV for pgsql-hackers@lists.postgresql.org; Fri, 31 Aug 2018 15:04:34 +0000 Received: from mx1.mailbox.org ([80.241.60.212]) by magus.postgresql.org with esmtps (TLS1.2:RSA_AES_256_CBC_SHA1:256) (Exim 4.89) (envelope-from ) id 1fvkyN-0001Kd-8f for pgsql-hackers@postgresql.org; Fri, 31 Aug 2018 15:04:33 +0000 Received: from smtp2.mailbox.org (smtp2.mailbox.org [80.241.60.241]) (using TLSv1.2 with cipher ECDHE-RSA-AES256-GCM-SHA384 (256/256 bits)) (No client certificate requested) by mx1.mailbox.org (Postfix) with ESMTPS id D2A45493BE for ; Fri, 31 Aug 2018 17:04:28 +0200 (CEST) X-Virus-Scanned: amavisd-new at heinlein-support.de Received: from smtp2.mailbox.org ([80.241.60.241]) by spamfilter02.heinlein-hosting.de (spamfilter02.heinlein-hosting.de [80.241.56.116]) (amavisd-new, port 10030) with ESMTP id ZtT9ocHsy-wg for ; Fri, 31 Aug 2018 17:04:27 +0200 (CEST) From: Antonin Houska cc: pgsql-hackers@postgresql.org Subject: Re: [HACKERS] WIP: Aggregation push-down In-reply-to: <31585.1519833763@localhost> References: <9666.1491295317@localhost> <8160.1493369169@localhost> <29613.1502983342@localhost> <14577.1509723225@localhost> <18007.1513957437@localhost> <31585.1519833763@localhost> Comments: In-reply-to Antonin Houska message dated "Wed, 28 Feb 2018 17:02:43 +0100." MIME-Version: 1.0 Content-Type: multipart/mixed; boundary="=-=-=" Date: Fri, 31 Aug 2018 17:05:58 +0200 Message-ID: <18061.1535727958@localhost> List-Id: List-Help: List-Subscribe: List-Post: List-Owner: List-Archive: Precedence: bulk --=-=-= Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: quoted-printable Antonin Houska wrote: > I've reworked the patch so that separate RelOptInfo is used for grouped > relation. The attached patch is only the core part. Neither postgres_fdw > changes nor the part that tries to avoid the final aggregation is included > here. I'll add these when the patch does not seem to need another major r= ework. This is the next version. After having posted a few notes to the [1] thread, I'm returning to the original one so it can be referenced from my entry in = the CF application. As proposed in the other thread, it uses only "simple aggregation". The 2-stage aggregation, which gives more power to the feature and which also enables paralle processing for it, will be coded in a separa= te patch. I eventually decided abandon the Var substitution proposed by Heikki in [2]. It's not necessary if we accept the restriction that the feature accep= ts only simple column reference as grouping expression so far. [1] https://www.postgresql.org/message-id/c165b72e-8dbb-2a24-291f-113aeb67b= 76a%40iki.fi [2] https://www.postgresql.org/message-id/113e9594-7c08-0f1f-ad15-41773b56a= 86b%40iki.fi --=20 Antonin Houska Cybertec Sch=C3=B6nig & Sch=C3=B6nig GmbH Gr=C3=B6hrm=C3=BChlgasse 26, A-2700 Wiener Neustadt Web: https://www.cybertec-postgresql.com --=-=-= Content-Type: application/x-gzip Content-Disposition: attachment; filename=agg_pushdown_v8.tgz Content-Transfer-Encoding: base64 H4sIACxUiVsAA+w8a3PbtrL5Kv8KTO7cxjYlmqRISkpO3LqJ43rqxLm20/TMnTMaiAQlNhTJ8GFH 7fS/n90FKFFPK7Hr3oc5EysiFosFsG8spB+8519+EtwXWa6bHduxD/hw2E/LfOQnN3H/uvvkzo8B j2vb9AnP4qdhtq0nZrttW5ZjWh33iWHa0OEJ+3L3oW9/yrzgGZDyEGP9D3zaBhsX4Vi8NJ2207Fc q2PormN2212nY+9AK6+3wv7obbPXbbudnomt3vq+f/fMHp9tngVhP/grxkAZ7zgOfpodx6Tv5kwf kC6Yl/92p+M8Yc5fQcziU8k/H90GBxpyQ/uicvtf8izu/5I1SDOR8kz0TT3lhXfLIq1+ttf/lkPv Tdc1Oo/6/yGeef1vOl3b0B3U7o5jWQv633Tbdke3DWg1O932gv5f7Pt3z+zx2eZZlP97EPelpyb/ K/S/aVq2sST/jv2EPYhM/j/X/14yHocFGzhmYNgdt2f0ur7Jhd8b9HptM4Dvlht43UHPsj3fEjtH ZTFKsufsKC6SOIzZT0mZf+LsH3z0gzcZiKwQns6Lw53XvBDPGWNvspAdlUPWNpnZfm51nts2swyz yzTDMoydHQBhx1/SJCuYyEGZQLf+iOcj5MuCDyKRh7+L3T19Z8cPg4C1WkOglh/kmXcw4N4nEfsH SQr9ACo7SCMe059YZLrHBluB7YSxL76wnjsIDNcweVfX264vOga3zDYziXV3Wq3WlqPuaJq27cg/ /MBawPjNHtPww2XwAtixCD3mJyVMng1F0Y/LMSxsPwn6wywp03z3vURwGgcJ28+SpGjusAY+VS8Q 3VE/S27yaQP1DONhPxdF3vd5wdn+0J82n4V5wfZBEHC8CL7svdhpKUougfJNe/MeBmP7OGRzp9WQ +BjzkhhQHg2HryIOovMqyYuc7WNPD/9bB1VE++/K8QlNEAavluFCROdpIWfqZQIpmE4Fh9y0GHOd wzgti34molkzEn5FU66m3qQdabu227QNpsF/1KZsvQ1/7rAddrC/02L7G9YMm4GACoAVI8EkepYE bDApRA7vODA6w74MOmdiiJD4ldCwmzCKFJ5MfC7DTLABz4XPkpjwzZaa2AHgffjLY7+20DoiIFp/ /fVX6BXmbMwnbCBYci2ylqIP1powIuUsTm4kaWpS7BO8AWoTloAeIVwlrIrwgRIvicpxnLMgS8aE YUq9zo6iPGFBkrFx+EX4rXHiiymTMmTSJuGavqpwxUnBwniKDUYBYAYWCyDKuIDvIwFfxLVAoKQc jipKCd9NEj8rgLmSjFZ9rLPTXE6cszRLgLTx9wh4MMf+O63t+P9uXL/T+gPacbxGg+YWF9kEhwBZ hIaDfXZcMUwKu4MgLYJheco92PGCFWVKrAFbres6TWMeFXvJ3h79enR2evJuF0luHeJfyf2tQ+q4 xzQkcwqGBCXB2zCGoaMrHEAGCHtTstKozBUNuKMpz/PWYNLKRMCKjMd5WITAlNc8KkW+hizt5Yxh W4ezXpeI9UVtGNz4hdkjr46ApDV48UUfkdPbPu1ZbSyQO9ivfDob+AN88i4hscQlRebwwxwFMPMl ASIIhFegrAYgha2Ae8BQJFvArzfADmkShd5EogKoiltbivmvAPGznBgOXsAMPjXZMESW9UXAy6ig Hur/Ekt9ICAIFBlw57WAzqNwOAI2Lp75KLgjIBKlcSw4mOdhUEYAUvWLJa6nkvdaYdzC1Xg6R3UI ugdFSCdYXNFMFGUWs/mF3a9xLizdn7h6sHgMGlbqaWyh1h/LMPJB2mJxw8oUthKmgnJT8BAJJq2c Ex9NZZ+jDc2mWhDYQl/vDZRFGOUH3C8OchEFZezlS57AKhDlBQSm1+kGwcB1dH3g21236w0cd70X sBLVsgewEoysv4kWRsOPDhiaHfYfYexFJSjDpx4Y6SgZHqRgtFEVgex7ffGl0EdP14AVk1QstIov with7w+q/2C7tqI9BgUMcrDQfTxAvDcecNViS5h73B+H8cJ7xJMfjPknIacJrWRTu12aKHzazXYP beqcSu0PSlipgma6yrKCQAL2fQT9JCbNSnvGshv5OWDtBRjAX3gWopRdEqZrEAdYIPQo0DRrwKLa ZtOs3ZNp1u5qmgEB0Xpfplm7R9Os3bNp1rY1zRqqJI1ssnZfNlnbZJO1P6B9pU3WoOHbbLL2TTZZ 284mK7K+wSYvknWLTda2tckr8G5tk+Vs4M+92WTtXmyydo82WfsKm6w15IpuYZM1FYu07ushE75k d5XmVyZuat5GygKua66ibkfYttU1PBuibm7ageca7RX2di2ama1dC4L2x5J2Fj+k8flSCFi/6yT0 v84QqegRtcXtJqmCvATT5AFrhMWE7Y+9634AdmEtgEIAOwpw3EMpUOR+TSg+02p3UoAvkInU8DJL 4AtCmJVe0adN/FzyKN89xf/OCMCO9UUeCljH0MMRqwmsMvMLWJqPWeS/+Nn6/Md6oPMfU+Z/TfPx /OchnuXzn65uO07PdGx38fxfnf+Yztrzn3rfv3tmj882z7rznzuI+9Kz+fzH6Njusvx3zMfzn4d4 1PmP7fccK+gJr2sNujb3B4YBkbrbMZxBz/DgrWFboh3Ydzz/advPrc7S+c9b/kkwtP+tQ8oI9WXs A4HfNQ8jCqnBe/5cCggV1OHJQ5wIzU6BdJ07wSBwgi4PHuBEqNvtNK020+g/8vxhmktT01/hOg2S JIJwAuKEsOCxJ/pl6sMmkJspolyQuylXOYLBiz4FpjlEn/Wv6O+1GhjaXULwXqaMzopU1mAwwXOZ 2Id4pv857Xs8inBGMk3YgDfg8WVcL/AECfDS54u5Jo5ervgIC4ypCQgw69/nQWnO0mUFwN1hDl45 ElPl0BuN72tvW4dZEkXgsbLvYT4xBKo86mMyaveC3gM/cgjolsD3Wof1gZ6zd6dne7MhnkPknOVi DkilimWuGGO3E/Rtq2TRANxbVsZ5kmHGA+NPUKnqWzrNbVLSxoOt/y2hrCyiwUNQDMopOIV48r+Q 4ZsslHghMPVEnmPCBVQ0oBSUUoEtgVaF4c3F+duDjz8dXxwzj0jNdcZ2VdyMuRdMIWGaBoJSHk8W KdP3FJ6P0IxJoGE1sV2Q9FU7v0cdIfyZ0UT52VwhUnE2iS4E1ziYoqyJ8XsBMdvshSg8XfYjdvLK LAN8eGYH+z8v/ZLjib+as81qrCKxyb6rWIo2jtHGMSLvVRJfg8qaoxFmQcE+8XAIWq5+TghbB5GL LrvLwNIwHcrg9nrdZrt7H8LaQMZAvqj0YF+lx/t5FqDQAIu+QEDKaDZkfgSnc8mvJa9c8ywEvSzz 6y1cwNkccnYj2G9g9SAuHKclbj7OUqFYoYX/+1+YyUD+uw59gdk4D5ctDmFzGExRZphUfwz54hw5 AFU2LhmXyxvC5FVqUaVAVdoUnY8Weh8sELwoM6EwIfcSqCQDWenD+/fHFxfHZ/2Ti/MP7/tHJydT WQrCmEcMFw1GghCT+9BBYZqGq1W2tMIIsLAcMLQuIRX8G8CJfYABROyBBMKC5bi0wFFqLhDXjoUf kszLVWrW85oKUZ6MRSUCXgLcnKdJ7CMV1cFHzsbhcFRUMqnUrJxUmCs0xJmKRMz9NFZt0nRt3py+ Ozr7F3AJLYlqf3Frt4+n716ff8R+KKR9eVy+befpfmD/KftPe0sm/UqDoq03KNr2BkXbxqBof71B 0W4xKNqcIN/ZoGh3NijaPRkU7b4MivaNBmUmNlsbFO0rDIomDQo7StNoMtsBpRYor86WNHo/52MB KNJMul950Y9EPCxGu4uqf4+9fMlMsgrffccEptoWYVqHhKjJavMDbhTRXDOQKs2VZTfNDtMso927 H9+yMc0erp+lTCPWXKY7marWJlPFrqS2xT++YH4icjxXQllEIYC5lGDXi8rn2mzVbrNnaCsUprtZ DLIV807Tt1iMylbMvKhvsRW3ddtoK27rvNlWVI619M9OA1zJEa7khmIAecQHu5ixGz6hjQrHEMuM YSsVIjw1gt0CNTRYVX4w1TWVh5CUBcypUpwKSTriudD/j+W1ts7/th8i/2t3rLZN+R/r8f7XgzwL 978cC294GZ2u7ba7i/X/ltN223rPhlbHchfzv4t9/+6ZPT7bPOvyv3cQ96Xnlvyv67aNRfnvGNZj /vchHpX/dTuDXtsxRHfg9bgbmO3AdDzu2h3Ra3d93vECY9Bpi96d8r/uc9N47rhL+d/TuMgSv/Qw bBj2kxRDhCTbTdIsHU3ABZYFRjrByg4FmOwA4g9wRcF1gwhH9ZHlIegtAg+rwhRAEYLvDiGHLnRZ X+TvqcqXJqGTZSQRBEPYI8ykuwaSIGMPHf0Q6atCH6z0+F1kSRNdyozl4L6hQ5Hn5VhWpxDKZQdu SiL0r6LfUvpxU28F3k0waDiNqSIy4xCNsDAgjDimogDrSIqqEgb+PJ3OsRrkKY0CqOVIzbmcC0yJ MC5lXtgNzUW5lsOSZzAOIECP6ibJPskZeQVWr2COBEQHq8cmKYSFs825Qj+0qtoqEmxugqPIkjia SOeqWokb6b8SMqAsw2gUS+QEFihIL5gwbkgWYQWMWmzkEaw423QwIGtDPO6NxEGUT3L635r60CUo dSwwGHCn53Df9HW9bTpd0GmCe7eViC5jW1clugyprol0Kc+In2B4q0sJuC4gK+ehD+saJ3uzKwhU owcgSoyqesJG44Jqh/JNPAobroRoJj+qVkyV4MGAO1oNfY0CKpkDJzKlwrRGkcr0RpGCw38peOaN Lif5K5ybuXsOUcH56esmOx/8Bpx16p+IAlRHOd4lXBhgN8KA7U7Rnea/8Cj0d4t0D5MLOFQDgrBx v6Y5gI6ixNF2F1v22Mnx1eXVxYdXV4iB8kNAOB6MUNpXJWJUDvilRNQ6VHMkcFVmWk1hikZVZE3x NP6Ef3TuMms8ja+ReBiRyrM0qkdls32CzkVVKD3bJ0rU+MjsoZQVGQ3LasxZ3RAITE0TrqiQrgqk ahXDU2iI5hfKqNZAKSHwewN3wH3XtHVddLpBj/tez1lft7UO23L51jpIFIKe2QTDQX+xVvoPhpVF Lw/Zs577rIlf+vlkPEgiegdWxT7GhMm5QgMgEOl7GbVSKuUZ6X9Y+JiD8sbXLxFPmnk8HguISOld MX1HFb+1V5EICvoOBsOeIssoQJ+9ZnJniaPgJeZSFEbQnjToLgI28c/eM7z3QiRJjYft/zicA5Bd fTEdQnyeDlKoyQFjTDFRPkq+xv9iE/sTa3hvHwa5fgWJKylQCBeJ2EBBfQM7qzfwDGzCyv1T1prH y3v4j5Wbs/XOKHTV5iwvSm3JDm9ZlwgY5esEcbFuciVMdUANAdfAMm2zq+tu2zbdtmdYna8TwlUV lKvhUABdG20Q/KUiyldHV0dn5ye7Nbim5ZqdZrVjF1QRm8SnPtglzJKCqkc9pawWKStYtIwZ4OWA 3xELmS+VKnm21D/+fNp/ffzm6MPZ1a6xR1/Pzs9//vC+PjTlGLXaKNiAlox7dNYzNWQ8G+b1Uecd MMoVTwkgAdh2eG1ukiXsURZNUE1jJSpl4ml24MugSif8xC3zCLGN5nJLqe3MQ1hda1trV/wiHEdw 22g7A+CXwPd7XhCYKzyX9XjWVdvWYchbMeShKHx0auW2lEZO0n5eZKFXzFyGWa0o3jRBiOsEOScS q2Bwc9BgYuhSFvPuzzLUkoc0K6etQJZcmBmWCzF8PzW/NSu9LSyqu7Xz3Ecg5I0+6i4Cw2+hD4AP Ff/dmv+bA8hJUr42NbB9/s8xXavzxLCAJZ3H/N9DPIu//2R3O3rXaHfbbq+zlP+j339yOw7+/lO3 u/T7T/N9/+6ZPT7bPIvyfw/ivvRszP85IP2OsST/7mP+70GetakSeZHTS9LJ6ku0S+3Kyeh4Xcsy vABv0PqO63Z6nd5gQ9XkMp7lxMgyDJ1lWwbFg+oTXvUR5Dx+lcRBBA7G8Zc025W3X+Zfsn2897iH aRK2f8dHxuoNSiFIbxf8MaRj6vXJu88tWQbhy1uOZUo/eYJw6CDOfqlCXYGZfgM3la7D0BLQ7zXg ATc4GJiboQKjvBzkoR9yvHNIZU7VBVUAAKYNykimc9JJUx02Uw7nW4iBlqPhkAoDFF2ESdLG7oMw TIbcx46Any15pG3Li1/4afamTPIeT/h/SiJf1jkoLll4O2WTKn8Tixuca3WZWP1CBN2UEv4vXHXa 0WiI+ddqhEVYOQBlzBab1GDsJcPb1HjZbHceRJUNvTp//8/+u/PXx/03p8dnr3eH11hyQUkparp8 dXR2dKEa8cCejtIzEawBGV73xTWP+rxYAwCrE14LXw2/uDSU17pXwaKCKcljqyTr7gMhozimaSCj gIejrgiSLpFZSbCCav/oLtuULRoezwW76i/wzXNZai0KWEbYvpUMRyioirMxyAT/RDlEhW5+m59T PdI8tgXeUsi0GTKqtlGFFFi78MvR2YdjhlxyuT47LtVsUhabNP6sucqHOzzoGbaHWQjBHaM76Li9 DT+ZsIRmnb6vgciyeENmwPGToso+QKASojW4hJgylroJtE117VteJUR8uF8fL06vQEzOzo+uKnkA 41+UKd2EbLKn/6lbwVPalmXQIilAKtYA1uRPFbDR7eXl1jIOP5dCtU9z9dKc9TqkqqxefX6zYqx1 U6yXa83PtDYuT1NYWawNq37faQVQlty85dmnfM3EkIVHxMIVjhUTHErW7F/zbMNIAazAhmZVnDdb yRUwNFAdRul7W+l7V/kEsIgzi7ZmDeu/FLV2Cb2R4CnE/jBmBvE6xPHh7zBRqnSskfjj6dXbo/eX xxXf+CGemfXBNxAZMBDsQOhvgl8CXLHI6KWHygSs3YLaGB9O31XoCW2t6fz09axFXiXG+/01iON3 H95WIIX4BFIPnsDV8c/wn2rVHcukVXcsp2lZM9mEdbpVQGswGxY/TcO+KkFd/DEPKke9QW8GFNwV S2EYKuELY/q9L4aHMNAu7+JTgXiA9byCwb6UWU4/JyMPtZRBRyUPRlwyjnJ41jNO5REp2smW18i/ +uf7492nF8dnRycnp+/enD9VdnNphrIEbvWOUondhs2uLc1akKoQcw07bWie01nSvtdXSomYTOpt XKsZyHSn/5AM5Bo9YiDX6mF56kz5zRnNtQpw3mtTqEm5Lm3pgulcjXLJF9uwtVTQePz6l6OLjdtb c8uWZHLJK1utGRY8MwV0fn627JjR4eLSJr0N47f8y2aOnoOpbRNbnvnb03f4iyQzvsattM025X5t 03WlIwUDk/e6ejzpUSWD38ihmnpUdbUg/anGskohNNhVOlI1T6rCM5NP6UY1FqS6hkGrYWB1DDOu rREyx+9r6JDL4RhyObr2HZZjlYPZWCUity/JKu+ysUIybl+aOVap0TTPZmso2ubyJuzzAY8ieZdg w+3NeTjllzr+wHS73UFg6Lrd8d0ux1+V3ur65gK+jfc3F2ApliA/1VFeHBbA+CJQMTCbJdd4IIoJ mXHpBWL8nOOPdyrvIpehtCjwTsbJh1f/bu/Nm9s4rn7h91/qU4yVuhYgghAWrlZkFy1RMm+0haTj 5OamUENgQE6ELRhAFG/i7/722bpP9/QAICVne6xUxRJmptfTp8/6O6jVggtlayubwEXdu8r+NoXo 7dTccE/B9YTB8uaKww2CTyT8HVoxKw2XnNeCNveZ/TE3p9khaLa3uJ5nBUh79uexuVBhcKNRNiLQ kR5E/PcIDin2Em6EfglW58Ao4mZ5DnaZ0SsuBcPsAVQWyqkS1d1jIb2cmKCAQsufQ48RBJeV38Au glS64XfSTSxlQouUCDsKaYpkT0nmi9y8kE6usovL0QkCJj02ohWftNUvcTKGkvFio5KJbDyyzYa2 bmz80roRWuHsbqsHOSYrhhZ7uHq1GKmQhmOoFnO8qmBlwzFVLb0lWzkGG83PYgFFJ7hiBe++06uX 8T7rCCMi1SEFh8HddlZmvtnEw27uNH1CXAS+vN3utEg/DDsAV+yAcuEhVPRuHUg61IaTgaBKYqT3 6KVqFwW4Vn8GFkRcLrAU9cApXdUZYTzJG0AUn9OcI6lSu7IYSFfF8pJU/rzoeRdkDXMWk8fyQiPh HxbTGf3gTk7sZjVf4j/YXup1SupfFnRIqF5md97NIp0hBe3uN7p7hoR2RVfRa/MAzbW96QRXaIMl JuE62GTIo0JWu7VluBLZ8wSb9rnkM1NU72iE9xfmhp2hzYCiYBFWDsw5CD6Z4PMUs6NurjPI3gSd uQ8iRnpphDYjRRSLHbxqQXmeFE1Envwpo4YGpuVLzN0c3YKmDWEzY2icWQK1D1JVkWUcWjqGkJpk ygh34XUOcgpmY7GbEZerDrn1DDuLWWTe9J4lb398/RrWBsIga2ZlzE/tp3AdJb/lhEDXWC+dz1MC F8RXtrcB3wAwlr3VvqR80PjXfzbf/cWmpamk18ssycazxW1SjKaLIoijXcD6THZ43GAsKTgdD2JZ qUOaC0FNQLB3Plky0PPWcWG+W+B7mMgJMXLPYAb1pyAmFukE4j3711n/AwQ24UCxfR5lfjWB/Efs 1npcHk5xz2EdHwaDwU6MSAumneSrZ8nZyet37y963x+fn5i/RocY3ZzLcdFLB4PeOAO81Fr5HXOL uDkBq9r6WTCkP4NQKapqtegoEpx3jDCnlLBTBZOuwATr0hWeDEfpFSVaZ2n/2g60QU2ZQU5cbnPa h7xqzoAm2v+cvvCqh1epKfxNDp0dx8oh0IkKlojEY1mXrQoxmJ+TaZVsfO19dqTdVVhHTh3wOco9 Hdh2OBH7YzqncCn2pBia8dZpbJnIs8SwQkZjJYrGt0VQwV//TtcQpdejO+RYIUwT76Is8wZn1INy Cskdy0vIAAex0HA9lxlPbVxdGRXerPbVbZNRq/GwQabx8atXvR+Oz384eSEJIpRUYT/2TMjmFGZ9 RAtAgZRT9hWeMLaAabAE1IFNXMLOz0CApahwGjOmL1sNso45JjSnJaT6u9GbEZ6/MyzihTlahhEj AmqWmHVYwMSzbIwnEBTKfHhrqVQ3gZADvA3gFokuKXB5IstRU758Qn/RG7V+f7cQ74T+72cw7iFN HqAw1zlgU9NGCiC0goSC/OlqNL0ExF06fG/M7f/ud0Sq1QI9ESmeO5bsgCd6GqH3Si7vba9/q0Hq PL0cp+f1TcCa4bH+mcyguFZHB7hW5j/ltVql+JpmQEKJHN2Vd2byRe5MDYtx/5YEBSKxS+ou4MS7 3Witui1cq27rqNFp3XWx3K6tvlbDjhUJWXWgtLveihvd1a24T173aUGRnrfuz1FNtkfbgY6UD/sQ rEzZJ1gcDb0RpWNiyyzs+MxA/FuwbLhLT6vflUE8c696p6RqJSzMx8olcW/xmdpWLIiJpX0AYUjd bqfR3r0jsSBRenb6X8KudHezEiglDnm7LKbraw0vJjKlsBqA96BVEhZGYGE4I1IDBjnVcBAwa97W r2Qn//EP4GLm+JC3EXbWHOIe+NAuTt+95Uj72Cl7Fp6y5Ouv4ZwJgfayTxi2bgSO2x7hQhnhiuUc xdGJ5+HmdokT7B022l3Z3DvaN4Be0AmJQ4aZ5ZNr6oJY5Ckgj5tb+CF56e15etgQlB6Q6KZzYG+j 25At3u1rH+vqYjUWl2DKoM6XUUqphIvxbnFDQd/68AfbS34AWEYVk7DiznTrRxuySxsC9uP7bgh7 MDRRsfvC7pB5U1HU707fvui9fHd2cvrqbe/i+PvXJ8S+aQdRtgQomMxoXgnJbCLkWKmTkcXcK/Zn 95w9MMBbVVO84JQc3ADZzH0RU6DloYwguv7MILmnyPpn8t7P9B+fgCPL8/747OIUlvLkhSwR7tfe PgIOdQ+PODTgXhtGQmuCRlogMMhK5mIbEDu4IPgpeYoJyGCeAMSswjWQJoPleAzgUqOm/VXWCSbn yVkko4Kcoy4chnzi9cPmgmuGTMOVS6csmPZ6E2JKhJjO8bm6WRU9QcBDhChitLAZEURNt2uJoTTm 96io6hHv2C4Ci3+p8e3N3mwkwfh/9nyK3sk+//H73/94cvanb8gP22k12nvJ9q5h5J2j+5Fh9WX9 xd0tG3lbYld20BstJ5EweghBMi6JbUAl6roHG46EcYkcU/QW0x4aQTe8/KkpXwL4spf/6XnvxY9v 3vwJnuGps5rKE0acM8Ma3CLGF7CL68zNGLUHhCUwI7wGrWGMdWemILagovDrpb320q7WMWIX924X zeXbu0ftRqetT+DdnR93v6Ytl6q8pr84W5W7Nb5Mq+/Xf/9LYvNZ3fOiqO4gdllUvP0ZF8YBRqTt dfcaR59DrKwsMo6Fli+qZAuM2ib0u4XFUmFrBkELCvudj9EwaeHvDD+4Rhudk4bSETVGSvsNmU88 pg2KfL5o0qTN2Twyk95rBcL1HWcNstqomAJ4jZ0DIu9OZ2OwFDqcTFiEGl4ZgM2I8DCAE8PTrXNj Ztwz890MMsSxveVkkY8U8m8AvEngzRpAvgZiM7YV4l3W6S564GpMgU/FYeU4BovYrWSjp+UEn8TE O2c4LmrKjNnmldNImT2jITbpgAvjKvOrGoqlfmPd1hwc8LqQx6W4zmcRr0sdOMj3b85756dvX70+ uTCXKJDfPb6DHs2XXzmRA4KFyOfQI+Lj8Al1CsWmxL4XDJBqYZD23v5BoBLckcxgmcJPe9fT6Qcc We1x/FlSdV8pEehVtkjmkLZNyE8lR0Fyc533r+kgTaZMDjXw56DbyjyjduKrU+did0bQgpNad9KQ 4hFmsYk5yOjRwkVgwn/3ZAlEXFJD1PIZQ4drhuA8U8Flz725MBjdK5vVZsN5ltWsZOksegyCE/5u fbYWBYexcZAazHm7QQcQeYw5wF5WXaMbU30158eSd0Xd4iQetMTtHRmV8zPoCis3Alp14K6DkaTs j7O3V81sv4tOMP9QMLkxA9/O/QKg4krCF2tLIreSmE5x14vrAvZQExzGAWaI6QXf4jrOZqO8n17m o3xxS9CsYwheHEwFchUL7M3hssjNUtq2KBjdNgnOq5RK//m7RRfa/lEHLrSDg71GZ1dTxD2jtJA0 uISt8rH+IqRxF6LdhDw+sz0VzFOiEYxfyQcF0AYWPB1AHHA2h7MOrlH4yHDjv+EYnq5RU5HRBDTn M7wXZFpOEXP7+OoKs7xE1NByBkgEzOjiZYmBFeejEZCd0QUNzd6kt6HjAi5KQt6e2+CFQhwp3oVJ artlc5VnBQVCd15KmbggcYCMgAINp3ZQLQoCPzc3KsJ9GWr+G0g+CGpNwbWtbgPAFQ8hJdqywC9I UyKh+PssU/Rzl8ip9YQillBANeNdZuhPR4mNRH8wN8C4atgpbxPPjB+o+9rrt5G0CCNuRSdgJlmo MAohXNZ7hCrNFFZ2TYuowOENScsd9x3NXrxWYCoA+Ohv8OrzPymP3y9yKiZgHFLaXywp9MCIgZMr 9MjHxJGo/FAndyDNDu91EETVEZMuT726p3CwrqbTQWLWMoUOKchASvpqwRhMry7sgBpzsQdoXaEg JTyakhuO4pK85I/8Kz10nyxkIsFyMSe4SQsjt/dv+1DQSHp7BKaPxCUvwWSgTkFRGK2cUC0pnoOC OYCJuOE4dTwgdJJnrHDm9lx19FWFoPYOVBsVG2K4VbHMyRJB61OA/9RabbJPs6wvePOGorgZCOan uVCxBc2wtO0uPDuyhg01hrpmR6ByGqY6n87mgFSvgNWt4hM9wVZdKQcz4TrFVhDDylYEYNtxWwzI u/YATzyK2qQ3elovsy5KKoE5c1yCkGDsjQaoq0UO54mAsgRYXk6u4kP23PiyObFZHjIlUpQXhrfN DuHi9IUb4o58vTC8WBhauLCQdvLuxTsAr9L4q1JTpGApnJnl6ga1sUUfUnUyvGgobHqnMDSeD40M hHWqPQmKWAj2SS1BXXCjnkNh7cmATzJCvHGdBbV67G1Wl76ciDoWMdej0rEMJM9JQFbObI0DoqQc CxWIgEIDVBgGJE/VnrmbmaEULFNQKzXdiVSDN7IKfGBnDlzB7EQmYWfckmem8PsKzLhUct3agD0D hUXiZUu/kWFni8CuoDtC2jDU9wlG3OwnBfRUJFj9BEpug7RilgE4kj8mPdMGtYX4yzlkM+1AOXIQ 3mO700zOiUj8BhfX0yKjEDpmgcAxv4veH5Y7rzKfWPYM8dgooKoOCXRDJLuee+IfHxER1Zema3R4 qG/AdYIjUw2onFoVDANDeZ4ZYjajGfUlkgUMyWn/ujbqN3yLgBfeaOVslma4GnQ9GaEaZb62oTFb JBJ483X/kGC7bfq/n32YgoPOPjrSDg8PG/soYX5eFg2pD5Q8ZhPHIDHCSAfEhcNfQVKjeNpe8KjG IiIu0VVm2PBOW9eHQwlsnH4Kvyt6UKqETDTIFT+zyw36UBeuUZSxAiNIMXK3E8I4sAdEGZc0vhsA /k7VbWy4cNOZDEvD/u0zI2BSAAzpJNztMRqezJ5P5+bawGPqrh80vg7QClp57ze16O52fCMRHoXi JBwryfGf0WAga+NmRzsR4GXADqCyTVqohdsEtHYSwOGWGZB1SvRMlsHlDDYFWBvdcoyGQzjtC3OS CxvELh/hNptGrQQaaQoyL96nBSPY25sBhjPMyJvqZAlIwvE0zO+SH6Y3FCyPrZnZmAeLfEKQ+JPv GO4A1PgH2yWJcRPVkHgLL5MYj1RENCxpwX/nxHnLnzDn1NkBbKq5iNLEpdgmeXre4wR75+alF2yM 4DNfEvdljzMJkQ5Dq9kB6Dyk06VZ3VH+wcgWTgFqJs+BgOZ86zDYPyZwpcUHLMxUsNe4mJac2rw+ FF485tGycPqPf+g1ApXBF8r5StPvPPPeQWmfl1Kzez4s8Ih0Nn1e/B1TXNEOdT69IRgIqwFFhkCR 45sMgTSUjYYAAZabDgxeM3f7Ve3k7OzdWSN5uJyQsmR22g72fw0eNjxCFNJA/qeP0EwdbDR6KwkG cyy0EMxrQrO2zlkWJuRBcLvG1MSnZS3XrqA0U7dmJOQrEguPLEx+pPRv/5Zutw86mObYPWxTGnos 4G5DF6aql0ppLGSsz0cDKMFnGuKCqE8qouDxVWLk8LezC1Rn7L9OKgPj133oO5dU3TB0/rEKlklR EIn2TDAIFFWdQbYgmkm54MYgR2AxLrnQ3sc1BFSb2Bre1RW8ch3DlJ1wPQMH993W9I4fV67rkF6B 1cXIt4bkmokDubO/u9tot5PtzuFel517904+RcEFraxSf3NOiWb6nzxGOJRYe7DAChPsBdyx5tik 9rj0WByBo+wjBDhJrRTdOkcb3LUNzcWC5hIV6qFhHIze4LWRfPss8YEYlJ7AQaWioF1gUtirk9+/ 4xS5kr+ymbxAC7NRJaCIIdap4Raso4/ygMByZf4DOkfiOdrqCZZkhDKYbHKS2FVxQaqKorDnaH4T 82AfdLfFTQaKaskUK63MMUfQaKgSAoX6fk56MlSTTEbT6Uz6fsLJYbg1sFSbbufPsgmaPmypT7XF d6WPjdtYSR86Z+dgdx+T7o7296EkPOWrl/uInCVgdMHA6Xh5/T0gmMDkJajIsCOFFOa0ztgqL+xW 3A8LM1uZhhe6fpQLUdLC5LeIlxFfcf5qeXOt39oOSn/Bbzpz7VZkVj1l1ILnIn7YCSmfePCql+Km PeGsXpMf/Df5EPBh3r2/OH1z+n9OznovTr7/8RWu8CC7XEJFgJzKuvq2v9+Ys5QPNwbSgRQ9vKzX AOm49wTR93K4f5C29jpHzWbrYC/dT/uX/cHGQDqqvbVAOupdIP9DBNI5JCAdWCgqOpA8VJ8Zyu+n i+b1w+rnY8NuKl+YM5ATSGfw0nbspY/pPGgAQUlh1OY/C7P9weNSWYTI0yIbEb6leUgAkDRf898j LvEE60FExZIhme8jQAte2SdxghOPAMGZKj9BTAP8i5yH6F1kPxNHmqJJcwFSCDqLrEURvNvyDjW1 8Lw4aMcQfQxuArDvcdkx142LUokC7pVHHeNreh1i2iNrm2QO8XUvK6QPpktz725tTeZUJBx+c0qG Oajhl+bvs7w3l5LiogFIo8wJJvy1nchkOabdE6ufUwMUJp93G7hhNHTmmze6/igdz2A0PWBRE6sY sbnOaUjxOZmdpR+DIlRyMSDRTUzTcNlyyMN78OiO8wmAOcv0XKFiUpigqC595PYcEZ2Jundbh412 y5D3brdL0CtUddjrLrbjb80zteso7cE7yOp7PLu2tW0hkoAztoCP0lY66yP9uxlY75Usjhmxppcd WUN8Eiyk966mkB0rXKz7WG/FVoT+aQGsVqj1ZijgV25LAYPycryczn3nUgMMeEYr0gvh2RC92Xnm xG/Bmoibebi3S5t5eHBQ2kwsnYWVTyK7+QYe/nO28688i6pNVc+93Yl+t2qDN2voS2x2pMUvteXB rOMb3+0cHOHGd7utVmnjwd5Ute8/mGf+tmtnx3V/9OuO/1vu+G4HoikPk+3dbnuvsbunE5zFXNOz UXebeXwweYFsqRTtnVE8IJnEBdSEI21x0DpCFYOLcIDkH5JrFx8SchfUW9jaosgpDPxVhRJp1a1X CGNyzIc0HycLem+0vH/973enb3unb9+enHk/2+saXZExw7XIH/ERw8avHLIfRxQds36l5f9Tj1r/ 7qQMWt3VMsbPuOSbvCkWeAx6QbfWtQvP9FzusuFgE9GuGDBILNIP7PJFn3szqR2rNzjcD4noJr1F 6sHgzLBpCpOqPyiF93x1t+g+P57nFccSev76/jWEzdHAjAB4mc0x7tUsi47TWSsrKqEwCDSqEB2D t2zMH0uT6s2773iyhfwdlgkhiGtfl+iPgPHjZJlY+KUda5K8yQfai+eRzIUyzRMstrherq15Yoox xoME2yF80/E4G+SEUGZBx9jrQ8lP7JeA7mWhakHwfdW5XTVuVuB/PD/pHZ+fn5xd9J7/cPL8d6dv XylZPOBgNK2db2n4xMy2WaP3LPl7nb0DtKjudSG20ybOAdumRujupXFVKEwXtIiPGWPc7KeOKZCx EAS4JFECEB7667gKCSPjBfEEILwtuh3zn0U2pkEoi+xpcVyDzxvJH9I55mdyHpj5JzKfx0azhrb/ AOXw6gmVENnZqm6VcztVHBFsLPjQl7NZNt9Bkxf0VlBEHZuqePVNbzvfmv8jwxjACz3DlaeFPupQ xlf3UKG+fOY6267dTOTqMs+Q9/Ov288Sb7ZsI7Kcyq0lcsBhPWoP5lLlfGoglAh80egBvbSxRA3T 0yMjeCGommFOMDFpwEkLpabSy+lH5wevLW5nUE8TqnrTK6ADSjOS3MVOdfbAQCpKUbJO1xtaj5QW aJZBxBhYIZYTSVtLr1KO71am6HdkLia4O8OLBw3mETCDkbklpP66syOjzdLtzzOs3miml368ou2G k3FxO8twA8xw+d/j6YB+8fFpSlu9vXqrPZO0PSJmTzc17UH440fDv4u1KNn6Tanf0ulcdvezfitr NjtQ1zzd77Q6G5v3vBbXGvi8tzFBA1xr2/sAGe/AWAWeU2I9MayT5GYSkGJQo1UfD5fmEl/3Ld+M fomCuRWyd5Adg5GEPRM9nIiRsCf9jE0keGnlHzOJ2MfS9GlilWEMN7AlyhH6jxwuIvoykgVX1Gi3 G12oqNGGVEz0PuaFuYAGy8kgnSx6jPUvc4oMXOz9TqSsIwsteY1dNMxink4KiOFH6YLCQSF4DcQf MvsxT1BBwolaiQR3NisIAQruRwqU/AjsOJ9QE1cfcyPDYDUEUu7w6Q2G9yHuH3ItEDUo+tzIY82E aqFT5IS5IckEyaNlQRA4hHX5mhW2hzxxZUK+SZ7buMgblhvtpOHWSNzEiyZ5tTBIG+tAIfoeCBUo 4SFG5ZpMfPSYZZNryPixRs9yvbBV6x67asIWzJIqoCoGjUCMTTKG6tsW2I0XZtiGXwgUfggxML3p PL+yqPLB1z07VO3PCMdDNbVttMXzFFyPA8yvIbCFmyfTGN2oAAuSv7O/9YSkXPKjUDD3bn4hIaKf FlRZwYyjkSgyK+cMmL0H8sCQD7v9sJmmJT+kVCSGCUbuyKJGxiCtv5RsRiZ+TP8F/4Ft1opebVEz 3DStjnHiVuc5PEoeZ30zR5K9enDp1MJXGsmoTZeNt78dC+cmkd47NisD5Ca6KE+eJxgmy9ctVMpB z76kyeBiZH0z1j6YeWyBZohj4p8hSeVG8Wr9aD41twF52BzknQzrHDAusp2Mc6XNUIAzXqfzgTme 19kIoYLVaS/0mFBXNotwBdc09cZZzXXYsXZFp6zBPZ+OQMvGAHLkQ1POIjODSGkj8zmxpcIH4eC+ SF90YWQ4XIkev8kezZnLGHkWdSJDdOD75kYAYJQEJ9MfD1triZZUOo0kmJwT/hQdvMGHhlbG1bRC 7xhi6bBkYs+3aZ0YRBhjIOoYqrqOQSZ8CSU2t2dZ0KESodPGGCBfxlxPeAyM0tP0kWmaB0GC+3Qu DfADsGHAg7kDbOWc674FxbbKlTit7Sg0VHXTaBGPOH1f7U1KZorxFClRhW6qEAW2Sxl+RjgKFEwz CcRJOC5js2NjwDTHd9jBHJAia51GuOfXYYFFX4p+QNtUYnjqc95YHAOaNugTxNWVVj1e7zBWXWwK fhLlfVtbpZvAJx34XrX/9deJ/0EVLO9FwDbhQsasYKv2YxDIIF2kWFalQczrJi8csi5x8dEyc/AM V8vUdL1ghn/pbAs6soSSNKgNc7NzE+zigmkgzsQfiJGrjd4KFgvGBREF+t8SWlC6NLa8Aj0Sci+s zS1hPPRHhu6OpEvjUzlkOdWEGZsrOQc8mZPnRZlWwx11YY2xjXqZ5qPY9elGUgb71VOXybpgCttH cr7ESDgHSxNZIfdhuCh/sEw8w7QwOtZkMmZ5m3d9kn2CuwbCd6f+elTKOeJgFVtRsEGl7SU5aHUF 1y3D0Puz2xq9i3JLA4Mqp8Pw7UCOWSU19sbLBeoZy9kAsQtc7TAniFCXICXJMwZxx4i9Am/lxXRi SwbqL1B8f5bUqJxyPTjg+l25JDRSN6+UlRN/3ljVVblIKxVN9x6rucPO0d7e3uHwYN+oucN2ZlTe vc7hxmquam+tkqveJZ8ZmJW6nVVRLEbQgrS76jAWwxY/L4RlgRkGVU2UA1woRgWs6abdIv7wdpGl Er1ygLGyBwekyPtFr2yCD25Ffzp6SnUKcGPMP5fjCYjkmN1ieAoDxhEQ28+JFXp6+CAreuZ6Z63c q+YjGj9lSyqVfxO3lDMC6JrXEC4HobH+w+fYKkTTPJ5zD9miwRF7HaxJfkDbnUQSODdzkRF63mTH R4rnOHSG0KLQvCuIsgTX6AiFKxtRjuBJCBKaL8bpTGEW2ewT8wRHRo/ocgSTGTB3FOd1JDIYxaKJ qI2E44e/1qvBnrGvvT5IMrlbS0mpiSAqeQC+l+GtizYSyAQyOxquLxCEjBtiFvAliYYs6THo9z4a 2rutPXB4fs7mWXwHTrBXaSaZkc3NjQPJk3k/z4jinQ2Bx5h/zAfL1OJMSfEHrPJw/PYFBcYuplco n/oejCoHhoalEOSJV1Iw4nskkXfz96lFMzGqoU1Of3e2I2sKNw2Mmm5RasYyICOBIJtJJMOiyEpk 5iq8KNJ75pCSiFrNrVoiDp3JV+UBlZjPOze+1qMKfVLjyZZ/bp7hpAFSpp8uat4zJmhNuJJH2UbL 5wFWzjU/WD9kz6x87YzUSvFGkiWP/tWT2PhI+oezUwZHjG2Ur9A+mU6Y9WJ6W8IaKHNj3mZChWso vQo533vaQZwAhSYf7LUhIMT8Ep7qjaHipE9SlIfunCbHbyR1mWPBJ4bdf8xGt6T3FR/yGRNq/9pv C8ev7hdziIYLzsIjWKFaMSUGAeBy8+lg2Qc5H9MhNWSeGY9YFb0U7AuXHI88FVPGDK8Z5AMLFuVS pSiqXTL6pssFoTmYdhAb3oVXF7akSLmGiB8mQV2jBXXCaKvwE2QWKSA5TaWE/RhnvPaCA0uApIPQ WtLFdkBVLQ/2uXzEvXf7dIgYhmbrCAjhNjH3TDbfwbVPzvvpKJ0fAwD/uxkIlwUmogrF4nTNv47f UGO4gR6JcCkcQKxB95AHwAA2Zp5VMyHzLsD/8H4zEaiFHVMWhA3EwHIqRh3GsZomNUEcW3uDM5Yw D5iWcT9EWDFLMFhmHhbJOKccCteJhgWEhevhivWKdDpzSPUHRwhYedhuf/4GEVrLDfxfaUP829Wd 1T5aeUl6oIbcYbWFiVgUQegQWmfT7y3OdmK0x6y/NErLzjidpFdyDEsDiCy6LHh0qa1TACZlzhVQ RUNsdPZeFbyYFatuxDGaUrDyh3uQY7d9uL9PMt+9Vt6M4pEZz3A56oE2kJurJHuEokAf+YlOI6YF J/8SfZPYb6glWGCQwWMtiPGb0nDM6ulN4bPErZRnHR3SVIAkzo/fvcciIMK9OXH9wY5tzpHu6qZA 9kVGvcMKArSN7pcv0E7TR1+j6/VBhEFuWlXy8AAvw8OjNgVF3q+lhP0w9F1e9Pg+eho8ASLHsrpP y5qVIWjx0G+SbF3OntbIZM/RUUDwrIRuo1htMsgKQN0hwgFqqxUUM9hudZAXtVtGRvis9cCwdIoO IMedvZSMTKrOgpxaOu8LG4zFp8PwCGoMAcrQJ0scluFj6UK2rQSN64MmVwWfNnxTbqcdZD64Gort +EIDORRvkL962cdU0I5UMHc5+FyI1k/4L6UtgZdF+AZf/5EnMl7zGwVce2Qku7ZL+a6t/b3GXvdz ts2KEuQNYjFWP4Bg/x7Gcng/S94plBgU49mIUm6thSyHkWj0lcqYrQ3aqLYkXsxRnSYdsJQtjoIh 5kLOYUM99460AOJIGJ3yeYBlqmUNWeabciuo4euvo1noXvYbW2FVTv+qVH6tG8Hm2UDmXEcy28fR /P5c5RtIyKGzq8fS7N0wVbI9fr9Zxv0qstBp91tbOkvPp40fymB4IbKVstp8EwtvmseAKeA9V/ev VlHWT5ogH0U9yQP4vhuzUdf/AsLTh1127PPJrgRicUey+w+hsC02GnnZ9mvA+BziHCHoEoqoeTa9 YRSIVhc5env/sNHd/QIcvZqlV/F0n6lvyNXXsPVNW3nyz6J+jZWyEan7tUgtwCPZYkSWsUbDMVXl NONymk3DNmBVHq7nSbn3RTYpROWpgatQKUWUWJM9Gtg2+JZDsURQbrh8CjoQm1KRxo3b3i/oZs1u FN6nu/icA/DXOyU48Tac+S7nXOKZrTRoJPex+V2hYfLJ7xxQmfv2EZvnPuPkA+JgQfYM7obThBpY IDaB/HeEAElky22VFr0X8SQjMurGgb/83ZcVlK1awyTu1mipYAmn9ctLCb6zqZsS3BCbuCnde+ym 3N/tDI/22q2jbrO5n112D/f6rfblxm5K1d5aN6V6F+Pfd4FgzP8fqkhcdKzBIe1RjmY6YZDVdcQD jaurI/nf5t8QQY0OGordgJ9gK04ATPIFxHQ8RlxJWGzdvcApMq+4V/f6GTaAlKB/xfkpL8MdR7x9 549sph8GLA+mPesECheghHm7Kl1abl6j/K9YkPCxXRMKyj7AHE8jNHAZhZWDWZXuqyKrY0stT8vL 5j2KL594g+g4E30KcEdvMV2kI7svq15y18fajQBR9HMPwn8qJZKNjGzhbstXONgtpa0kw2oibHda dIMxWoD4tRFOldup7rZiRSu5kTw5BzTidAQv0LfFX3U2qPXEkYvQgbBGH61YWII9Le8Iboiz97mF RqlehdHgEu120cyGJVHvtETYTRNbpx3sEWYOCKpP7XOau/mV/uIecI326XLezwSUS4Kk6A09WfNQ /9M3MZ5nmfP5mXGqYtKo1n5EtZarflg3GQF9z6GMp64Df9i960I441ppqTEKI3r50CkXWk7cMQ6P rtl6d/y+9k9o5FmjdPgsOtDbdxe9H89PXtgC5eg97rZb958wo49J0j6YC2VAEP+H+cIvpfBclPX9 M9fBEsweZqYRrYAT2JICx+WCOuIV0C2SmiEb6KOocyUFgLHBZSSzvQVJXMxv7d1aBYb6wBU7kQlT rQv7s8BZmDPCZ+P98cUPRjz9fe/djxcnZzWHd1F/Gja36jt5gaVWYhEFxUu6jA29WO+tf9qPI7oE 2+aMsyUJV4CQ1+bLiX41tWiIu50OCgW7ncNG9y6LFYWVYdL5GjSBYpb2s0b56hdTAyp+iVuzRmLF RAZ/EOoHOzdqoDV7z+xIW7anJlral7MeZSy731EaoF/dZ6LlhpVHUMmwAT5DF3vErgTlshc6Zjwk GSMmFpEXnFpxmPOswo/yxQLqP6MmjzHuY9gqjl69UchKEHIPajr4Lqgx0d5d7xI7do7llG7EWoSh 1QATgYYbl6APFSOpqRzqg0A2BgHef5yOVBYoe2dkUn4oUu0r3Kmdb73bgIrIJSs2bdvKqHfbNfdd 9baBBwSs/uWBkUN3m2RFP5P3qfxsAdbxFy1j0CGCy1B7JqLdWGcD580+ExaqMsMF9kkadS/ZQORK z0WEHL0kNm23bjikFYi0lyasw16buNFE5Ru+yjMIiuBUzyMKViCTCw2hTjzAoSLEmOJnkNBc+hGZ HIaooe2OS0IxtJkE9svl0UBDm/cTIKFloyEEC+afiAcaQavTNjzw0Fy7+3fggWxeIPAMh/lrb04x SXBtaDaQ+Q37sCVA5SGTsz8SG9W/Kkbr/R6oUgHT9X5XDLjcBFCulnv1C/Yser+G5xJ3ng2EIZB0 bCG0zS9x9BU8IPoMfnRL5P2s18h74ClJ/JteJe+BXqZyK+E6BbOQhfJ+DlbKItCt5i2OHbz1S34b Vi55MATTx3n9Eg6nIYOcs2oIep+2VGMSDiXhK2YC8VEe6J+0ECtlxfQL6TY32WjkcxaxG3LVqoD5 bchgAcABRfpSAQ8SJOICRsR/IGW5cF5U+9Ol/NnkJAmXVUZjSkyWZtAzlwyXcwxScXi534gKxPzU QiXYlnQrfghugvUFE1tgBHkh1Rcd5AUYo9M5NH9Du2I3xKZ+WoULwR/Lbj3aiZI/A/SF0PrKu1T3 3Xoldqftrk58dUlo69N8/gnezMg1tbFPB2IHsOqccrqArqK8NF7d39C3Uo79jPmVVZ4pCXP2e8mk UMELzq1MYZFwdBE2msJ/lVtH12ZTa7JVXQ3NQufavawoQ+ZRQFiso1wAwV9UQrCGwE61jBCFEa3x dIPLNs9A5rFN5Atd4zGYWxAwUZ6U/I0kSCHttdPUFRM8+oY8AQaWsyll3AfJojsEd4NEbkh6nI2n ZvY3EN96k/HcsEiLoTRBu9ne5Bscq9GGFUQOxJ8zjnFw3TAiNfoIuhgEvN/Zd/qyOFg2EINK/piy AMRmuBUXf6JpJlQZvF+VOB35zDczb4VSkveAJQBcgv1DSPDZ3+M4aFgCZzqqnPuqGqlkB3xupNOf pH+n4KxU9En9zQtZ1fqDOIqV8GWIxtBvM9ST3sZgLsGaJ2rJ0VPQNhIxhIW3DhqHrTush20O1wCs a3x3wZv2n+q9fzedH+yWRiGH7KGC8AlCTaD+n68M30FZidKNFvjj6kqFvlKpsMQ0lkqVpVJnWa+0 VGgtYf1W/6Gyp4ff+WQeGaU8Y03oP9MG8YuZA6p1wyjd+YJFpXYYVw+r9MNqBTGqIVariNU64gZK YpWWWKJM/6lPmpGBOtqMjNUS51OWLzbgfho3poICq5U87ubMvEvA9E70ZijHjTv/ZVXEfy8F6V56 y+fL9aEgH5PKhKduJPV/UXHckw2jAmNpXPcX2ZN7iOwrpW+q6t7C7JLd3bLYvYmsdWe5e7UQWLnH yQaid5XsXS18a+n7gBJLDg/USogD858tfJfSZKbImSBhdD6dTQvJ7MCsznw0Ck3W6UT0UzZdcFrt HhT/oFSivc3nGOScv/cMBZRZx0HmXtoJqcnjLJ24iHToDNNjhg8kO85myLgYdeVeQM8hl5aiAlQ6 A4/NMtQWwg9Mbr3iIce+ZcTWjiLHlxg5pF+xYkHkq3VuUAVHKYauYOR8vmbUn1UMOZYiv4mcb5jY qECLFBebs+uDPjfOhsw+IiDpR1oAHruTzWfmqe6Ij6K38zqxV3lVLe7+Cq8qjskKAJu5WHUduF9c 6zI8PqZw/WeqXNHJfEFty+cH/66uIaSeBlyINlgQTzDhifg9rVLGVildiqzvoDppUKf/6RpUjJY8 Ge0/wbtGpJbESK3c20oFa6UepantV13o31oXcs4izrDxLmVfaGgIFLDGDrifS4ivl7v4Blj7qVfO 8V+ldxx2dimNWwrgasVjA5H0znpHjBX9i+397RahO7Q7exxcumE6hAteuclI7JMKPSSLgvhv82mK dOgFuAiGCTciX1q9TIqrbQk4F1CEjWuXNbdCr30C/dDY65YnrPAV3LFFLGmwsS/B0yK9X+Pd8n50 u5TTuNfdo8DwDfNDVgbg3zdqXEXoA0WXwvGZTu8Teu8ixKHPLSjM2nPxuXYMLlYc2D78+u53HB2+ x/WrD9pHd10p7QgGDRLCBsf5KJ0DmouhZw324iKFkabxX2enr3644IaUAneLaGwCtIN3djJZGtXY LEY2AVA6qpNjEcI00y1lnhCrXUPDsMCrmzC76y/uVxz8/OPb09//eEKxtytffEmJztUv4HLY3Ly9 3T3al9077wsn/kVSXZBIVyXnbBCsrXigN49GWRnYWpNvU/GGx7jDIG9d+bgNflZcpAPO//iPSjyy 06x+Z1XeEZ19D8a9jyURcWn2D45waQ4PmQNumJf0X88B8wKngxfkM7D04NFF1PCavG0I7S5JnBCI v0kSJ73HSZyD7qDTHmaDvUGzOWjv711e9ju7+3dK4uT2Nkri5HeJNhrtriEN8599RJvVqK3jvOin g/GKYsiCjVYFIgtmjsqPYSgCQRsHsTUDBjT6lS+EULNlDNyN4W1RegCrp1GaoFLz4hLwmuNYtqtL NRtxGv8SdF+u45zA//zk1Q+UIdW7vOVkOaThaMYcpqS0G+29ZLu72+jshrmXd2ps3ZcjKGNT/bWV xjxuMRr0PP6ZJJZJPcZoQiljv+0lEGcLqwoxwfZITt84e9KZ1s78FPV2KWm9o9+uyudbka3HnZQr Sz/1awxBGQwUbhX86Sb4sJFmRobhUZGiyhpF65rJi95gOR7fYp34Ne+qAWN1AsD4hKJCKJDVYisT J4eS9J5Q+wgsBUUezH5DaQdFD/pzJEpeQTChjscbLeCKHY/uWyOa17pdOh7BSIRiP29EdxqTd2Rn 09lyJPVi51h5EIzV6WbIDe24BIRDi++hSDV3ODFK3rvPOVufcG2VSSBVKPPQqxD3KqdfZhhV87fv l6bC9k/JBMZMEETX2DvyypZ9/pC5ISOpsE4AMPuQ0mlb7KFRjlD3qVJI0Iw6jLi8tO696SwoZIbU XmTp3PQynWQ9TAVkmODngkCC1fIAa5Y1NpSs5jbVksPUqSxMigDkj7CdRwx8T8j3RmHfPSI95863 EKsEUqEMMNd5xx4VrtQL1gUk4yilNxG2IaijNqHNq8eKjXFNVrTwqS00//jvuK+o+BcXJbSLIrA3 fjEJQocRFliru/QGFUPOi61r9woxOMcb91e2ydmokqeRtxwepTe8WCsKhsd6WR74xWNhmbAcpbQK KL8QP09F4aDMj05sMxSSuQlExmQb8rt6O72xENI2C4QNkJituZS6KFIf2/UitvZ5uYZ2oKkT0RDn Eh5kL5ckCRmyGt896hMLUuUf//hHQhRDGhhQbukyL64dxOrNlCFk4USjYx+GjJjOA4dmzLhIUHxT JcIyULLeBEDZvMwAnlxSVy3WNXv7J5nEH1AKEuo9yWlBkACUW4M6JYDrm381kqx51TRcJ7dsKqWm igyMCGZz1FG0CRF9qBldg95AUcz7Zvi3vM0YLGFaI3ZIbTGYM4Kkc4TFMSJAgbZb/65MVusqP8f8 eRU1n/1GG/bkSAFhy+hzljG55mYb0xgPWnuNDjJm7537CjwWkZ78FgqQHtB/PREL2W9M6OILiKro mQ1h5pPSzaP6pFS1jFOhCpXwOpQ28DAaIqWinEAsFHOTDiiTecGOINPcfEw0CDTAIRvUBvVPtTlt g0TvhbLjW+SKpnyIkGtyXZqp3lqy5ktTindwou0gGc6nY8rIkjZmaU7FjLBDnDGMfTljuHCq/sTw /VLpvGjW4Xtc87fff0Ocb+6Vz0wATm48W0g+G7vCPqZYajNBkFqqwAd0jC2RI2k6/4DVG2ExaPJ4 c+Nxxh9P38JfT/54en5x7uOEI3uE443NwWgQKpWzAOkahjk/Epp/5JLgqJaT8H8VwSSXD130H7O5 lJfMpDmp8ugX2OB9AcaEYBKwLoIbfx1IOdKSn4fFI7DVRXHoWpJ9lCyMUiwg6TdTxKHWBegUQoD8 jGU+qK0IsqiP/g8FC6k4IRlNXJnTL7HnuN/Y3JfZ8+3onvPYoCwzIE9k8kYlsC6wb7+OH60QZ53a 1D8CfXZV3viyYEEFob93NP96sOPxovsxwHpUx32w/S/Ucv3IR74rGKykQtB8ygBgXQT7OOjuNdq7 VnT/3AUq90qd9iCZmJFQQlH6KRvCMXRHyzouNlM22olpIuRKmKYuGY9heAsCd8ajAKdzan4E4EYg 9QJKRzLXbZKfnKXVr8Bdzq8ClmAb5VKs0AITlH/VUdXC0rde4Fk+huOrS4D49QibngD9lfftP/4h b6GMh5N6bmuz0BbjVUBg7VQSSTrjpeTJODrgcm/LSU5V3qrmI56Hgw4V+TrqMATMF6IKONOgbvAt S0AOC5C8UmI3Xj0GHr8taGL796QnmUVJdLaIRF9XmDL8By4GUgIvZB8ecKleW0z2jVmNpFgSQgsy o9QyIe9O0SVePRenpWQdf19+Gp24H6iklyF4QraG0m+d8LdQ16Bfv16VmwKSX92GLPGy2PKx6u65 Ya1J7mdi/npd3C6H88f2qxfe62uOeAfaUsCBs+TUfo73DLfCDAJKHIxuo/qu3UAMeA5VZr8ZvPym 43yBV5fhKILzXbn5ZUXZBmVVGCPuoCiWVMVGouza2y563NXoeQSRyiy0AhAbSkdm72QPQZygaADY RYgHsMi16eSWGEb3EL0Zh93dRnu//QVZhuga6pYgdBXDF6H2GEnXLCf7h4/WXlUDB0EotZuOL+98 q0RGqclEoew58VTBk4HXSXH2EtENx2JbbZ3EMaNJF1OVfe6ilIPgZFcJzCMN4mdYLtwQbY8KlY2K epkNXVxHYHuElpUYa8UzfSa4fAFG/aNIWGSaYANjEsekepad0s5IyVRZ8TXbw2uTbK0ygNvCVZbg 7SkI+fxWBZvf8k9DBHHOBsc5XspPSsSHNkrPhvhv4VIgC2DYdM9dJBIEHfYVeYVkLf19jwVtmxOj XupUv6RI4SwzO5B99Pm2UIJnj3oBvi1CZbLFfjy6SRDbwlCUha7yy3WkBZt+lv3rpJY3syZYAK6p 1HM+cNyQQGyA5xPOi8XHEggbPuxaHRQzQQ0NTmENKss/blJVjepSKsCBigUVTvExxqQubW1IGAbG MSN0Rz1MbgGJTYkjW8Huei88dV91Sl91/K86/mVbseteb6reA0RjvfjxzZs/CSK3fYuLCMeowxvE qsY6ujHPGEvKP2LxGzoYTL/zVuur2CSgg8h4YtlAxLvAMfMpHy/HaI60qqXUlpYJ1LiAGoPs9cE6 Ckr4BGnYGg4N6U8YFwmdtw2uom04UgYofb6tQ5E+SPnUij3shYyBHK8JOF7JzlVHIwfi0dyoukNk 8aBWbMU60yNMDK5xNneSvZiUlj5VYepbQywhCMHbj4pgPFSfGqkYGCPWd1TGW26A6i9pMBy0RfAZ ownZirS3SToAwHkq5lfugY4u4hXaOigPbAobGYUVzKKCNRzmWAoTfkfzrwWa/YCGyKG65p193MPZ G5KtUVt4wHxhVD6sZQ9lsqbjbJDeNlyeGLteYGPwAzLAfFSYkQTKaYY6oIWg0WKPmjDERK6NTECB 3yTtOnG8FMJ/PrFU/NCi42DQN9QAJb2cF4s9GJ26BTE6f//69KL38vTt8evei5Pzk7PT49eCaETP zk/fvH99okau2aSgUE20WF1FAQnECIF9Kb/KofLc5IqaQgOpvijYz+DN2p1Ic73PsG5jNrot803L agwH8JhKePLDDzSHiJp2nGjSsweNRBR7U7uLPAxKcJVEqrjSmj4b3mw26hOlM/avvpxPJ4udbDKg OtyRrgwzkarBBft/amoD6kScbMokmypaBNlg6e4/vhXRRqFubb3BhhOJf3aFTe3e5jqWjUrGsXil vFBMUvKt3zbXtCcDkDl/4F6gqeNqISchYrQ1Qzba1AbbqUN7hLSilEaWT/2x0Cn6KXs0x2sps5m5 VMFl6i4B8DMBMB34+CcK4k/7L7FnVEeESD+mc0YRdwn7KwbC3BN9GKKqgwQkKicsG1AwVhix/hfr 5kiwRrbDzl3cZOTlaXNi9aiDFmNVQOsmJXV1nF9dL2w/4rilhjDsAj2FvO0lv/Cd7Gbbyo4Bd0y1 sapeEjQWtjw5DPrDRJzNmt3hYUN5QW4KbX+QtTELM8zMvHR2tO+AD6ICokYpVS/n70oXjIfeOwlT 7EHKmx6+o8tPorYoqVy+YmtbAKRaLXbjzVD057B3WltVXbJuDsdLfrUHDGizXtZTnxuuMsW1R0uP Z1fyRctS8MIa0u/UneVZu9Ang5ijShw8W5ppaGvghtzDKYpippMtDJuMh4h06xDTcJlPhJPBeCuU NhjoSg141fA0gwtXEbGB2bO9wkDALtSSqYF8wUL0aNjDX8DVKmIenH43HTCncAFsjPk6OrJJG1/C kKVtBv8RIX9WjvhCEX/ko7JIGq72FewaVZ3CqIw5AcWiQBo43ptJ8iKDiAuqI027dXiIHqx2qyv1 6b/I6lKZqGi5hWprrMLPw3Sg07dvT84ilqpSLE/0QdlWtfmIOjyuf8KILg3H/YB/RY0Ku3l98vLi mwe2gJkOWYZhIUICJp629nj3dg+/5O4ZnjT/4HfaudsCVm0pzOzfakcpA+8X31FIfXM7GttSgpwM 1tztNNWng6LDnX+7c/oS5e1/o039wgN6QBUI8T9WImd9AEUP8EJI5JERoR8tKAMZTa1smYS/g1RN u7lHmY2to0PKlf4yp5Zr8917N3n1zk/enEZWr3r5NthQV8eR68DztdPufNFr50stAae0VrH7z1qK +xP3Vjnf9hfYpwoOdvz24vQb2rwjypdud4++JPX+YncOjPyX4vCDbJgaifsbJm429FLFaTSuZp/A usZ2RhD4YQWPWlA+0qwgFMr4ctRvh+VcvOiu9fIsWKXK+tcIydFAIDY2NjUpnbwiN2O9M7G8pDra 3OlsYHrfQcP70KibEJBABnPIjLAB9RBgMJ2z8dcOZwfn4BnCT3UZoSFab4vp1DNDv50usm8A4ARU mdAWK34nNHqgExo9U1Qfek3vsHpiEhI7fMbRDJe3RgMfLfLZKAuaCexDm2OthRu6s9GObt9/R+VU lAPo0ZfLmda7bcKa2N8/DABQ7p7dE4uYBupe7+buX+eUd9lWf/eYO/1q50j/LDNQ+biCi5YfKwA4 ycTZNHl6kQ8Qo2RN7rR9jVOnu5eXe5eHhvvsN5uXrd007e4d9A83Tp12za3NnHavYgXBvRZe3Phf DFS5yAe/N+LPy/l0/L25LM4kZxIsR8FW1iVvyqik+QAZQSp11wyPpxAnjmJ+VOBDNJTWSL+Va6DO salkDdhhk5UZJ1R+3phnmtN1zy85gsB6QtbgZtqoTNMPCopASxZljZfXB8q0NeqZByLDhCXAky7B wxgiTJVNQPyEPJ6E54IePtqwfcCF2O7s7zY6CJN57+VKtkL02wSNk3Ao5+mIS93TRGSq5p1V9DHP CAsD/c7yjcf2BFDRPdTof3OvTnVkZo7DNRJpwoPn2CqDlRM8Hu9LBAduffvbq1p3luOvtC/NnxP3 HlgWP6+aizPeq1oudD0ob1oM35idf2uhkn0z9LsgvANrq3HlH1KfCrDD2/ueJCXn+uZmMFgX5+KA S63hOo4dppewEQAnE3/ehDubI/GEthz+uopBh28yj06z3Xb/yAiIrWbzaL9/1G4ddDv9jXh0qcWV bLr0tgIlg/9QdWpAQZhd3xZ53xxWvLZix56IXbDrFslwlF4VOpLQx/V1+XPKuG1okX3XyL5tgsox yE3D1cJPIPgE0VASdZkml/linM4SOInQHXbkgi0/ZNkMq9gUO3kheRuUXTRC/1BGTRHgLwQxTLHI ZALQM+biucrYE8S5UGjFv8WYB4o9ucwm2TDHikDYEN9QiSywjGhijmo64DiCS/CpTfJxOmpuTIEQ c1hsQoDqRaa/Vrvb3Rtc7rXbzWaa7vcP9tNssDn96QbXkp9+mURCqriM4iBf1wpxZFosDCkwFIhC CkkRqu9JcVuki8U8wBjpp4t0NL16MrvqAUJN9VNzQRYhfAkESxRP4P9fCggJVUSGcXYOeZxRPBU6 JGvxVqIP5+q6uxMoi3v6MQ37NpJ1YR6kk3R0+//CdZhnN/N8kT3h/75JJ/lMZruLZXx3D8kzA4sI NZM5OeK92ZTZ1NwVcF0bJun/gCfeR4Pg+9CqdT3t4YYJR+SKEFEijAXGRP7N2vHgBDCftb/oOWEE ndn9aMl1T7a5nOs660lyimfHqC7w31Jh90Fmk1hNH0ZrjYOQvDV0ljz+6wJDdEjl32f7bYvqIXmL ALDKFtQRLsiaiEk2WMJSEQwJ0lWx7SaM18x4ArFxxJkAYwc1Ux4e2CXNel5dW0/pYp5lKEJjQ+xB zyh+i7JKqOBeg82cTrmGaAiOqA5SgjFdEVML0e+OcurZxQmn2YCHijLTbCE+ZMqmIShB3aBuzSjN DDNsiqPHURE3B7DPgOE8FMh747yCAkPHEOEXgx/MX8zRgXA0bMdcKe/eX/S+Pz4/MX81ndbIFFD6 2K5WbtcTxQ54D1t6aKsAPlRzLzgELgMo0cuM8lDhqsD8wMEc/NU3GcXNwXSbdYz3cSsljuFNV43G j43caQ6rxi8hSJvPQelfqJYBURBixWLaw5GuOxV1Yr+7beS/u7uNbrctFdrNuceGSIioklToQMK7 EQAM8GizWPKHlD5b2LBDF4Jjk9mdbYqrbMJ/ZWnwDRuQFQn/QRnBCKrLWTRTHoNxuK1HuA2PXDw2 7rWDe1z48dguYVUFEfUEDd9GeFDfl3ia6DBZNoDZCaMRJ+EaqQswJI1gReH3WoLeZBM5HMwQmOGW eRCpVIDKamh2HqSjLlYb/4L44ww5IIafwKsIjBSxhL1VgVj6iHynQ5lxzfC65KV7jrpzZdyyRYLA 5EaJ+xQrnoqRkq4LW8oVVu8BQznw1sKuIgezUXsUqVcKDdMjNI2em84rh3h+9lKyklGYjS2xOTdL DIgCurTR1RBFTSUvc7aq8ocofyff/4ktC1Km4jIfYL3oCY9/hKZWSGJi7ZIaYTEEE5IzsHyngu+Q hi1rJByYBxS5vXF6KVVodafeic396dwwt0UzeW7txFp1LLJsLAovR2obrmjURZisBCuvWHhz9RIS vhlU9cpfvHvxzkVeSJIT5GWbLTci/8gIbIsA5SXW1U+GkU5vUAyNEfZzwnIIuBeUvagRvkh/UXd7 zQbeDWQxEb+oFzqs7McEXu8CqqZBdPx3d49k3GAyETbqz2WdTLh6PjEu/UVn9p6EJLZXYJSlEZNt 4KWERWEHcBPU8uRZ0n6a5MlvmZe7m7uXzufpLeLbmBe2t60xJTDCgckt+umf879QjQbIQbi4HJ1M IHP78XyRSemGWJwumWvIxMOSFVa4SaOZgBLi7addwonOJ8sszGZ9S/wJxRmQxsjKy/ZMQAqBiGfH wAubFGktPNyQf+pgTJ+QQU/Hkl1RZNY3Ib4VMRCZrkprBscE12xuUwZp8XB+C3NGzf9hPsNXz2D4 YJY4vjh991YqaNE72QjfMYthnv/u9O2L3st3Zyenr972Lo6/f33ivYxGryKF/nV4qFq9cPnEpEIi mE6ozfC2x60XAznVc9HJsthrPrlevUeOmd5YCCOxOKOTwxFyUnPyY/Gw3B8vJYveuHKe5L16IF5+ GxCnAM1I6nNQQF1yIuaYI0T5E0bimCyKSBLmvAo3a+PA15ErJh8NYa1eYIcJJlJdf7oE2QicYzCL hyCPVw06THPntNFIijvTtrAv5x/nwXujOkabMFygAbbUDqa3DBFZjyK61TEMsmXJc4Pe0iuEUwCM FS+FFqONXbRqMRWD7gKEVOh9OvXOqhfpPF8NZBa+Hscgg0hlnbYRv42snC7Xq7pdrfh9OgyuSSmM wSbtBhqqK24Rc/FAyQvJ9rBZ/GVIvXvZVEgmd34m6JNAsJ7y7w4em4hBqGzlpUevqtbM4s6WoxG+ yACsNdLp6jxzthyYxkLcgyR5/4fnvdO3z1//+OKkd/zq1dnJq+OLk/Mwnn+0uEZjhUjiICbBWiMn YhCEKpmZ7AjU0DDPRgMnIU4yGFc6z0eQWTgcYTW5BZg6ABirr4RDUKEMMdRG/Uai5m6vZMCUxGWG n8E9RCCT9WQ0zOeGF4/6cuDQul0c1wh/Uk+Ia5hYiSLM/Ha5imDTYCn9h+M/nL59JZK0IEKAQCOL LvI85IpQSzdg8gYZZQoOHnoKOG9KyF4pq340AwbrXympwRIbvWOpDZ7pnzYgmbCvAIyhmmxohb3e dA1Mn3DxH4ZP99NFTT2Bem/ue5XdgE5H3UKlIKjfIheDUZ8EvewPYJ5AHfGGrVm4ceIJ+ZIkZ+4O bBXfRAYyfCpb5c5/B38LOODjq485/k556ZQoE6Vi80U9eudRh3CRpsUCdrhGo2mgAO7uIJLnLgxR f0CPI8txdRbk/FRWLXlSB8jpDTHl6cDwTJax1KNBDnqiIW6od5qoB9M5iI+xD5jn+68P89GCi7/g FugySfoWtLYMvg44XxqBxJJRlgK+5kSp5tJIn5JmIFqIVGaIFxJtGEAzdhAg1ubTyk1sc2rRd0pY joC9IKm+/sYWkvtp7uZieQmG3+I7bobKNVXdAEDsFPPCQWXbtjzaE3BEG9YUuUVRIVZmCE4dQ3pi XYuJS4MhKPrvNCquULUThlbhPCPp98CUWPNH0khMO16xLUIJIQI2X5vWPyJRehW17LhcySw1d1s+ i1fAYUql5kTfhIthelV+bVjR22yhqfkr6k5NywWQcHalmizk0Lwtz5SjktSUNHPoT2e37y6hoBWf HbsmZvwEHAlsCTVm33zkDP6WOJuWYCSzT9j6xIgklqW7jnjpEQosL3rol63NGfeLVpfH3YNOeumC 4kk4s9RVKYu9x1gbqyl4RLpThZCDlFAXuuadRd6LUCaaDT+9kxCp7A3LAoMdzAVsFd0P2a2SKSdg 7s4XbJsgTAOXUspKTmgVaySBERhEHrDD8b3DWjRJAtPlXOEjBEmrkLQFjoYJSJ3kKUJESMQy6DNK yEI0Lda8CJBNAztWyLB39+k5OdbeV4zAhX/viDRr78LCMSr7O0SJYGdwwdrnSrpyKFjBFjIH2Gwn qS3azlBybDciMqqzPON5PzfDfOV+N+O+or8hSZI1kq04bMRBx+TWlp4fnwH5NGCLQReGL7aJ4NEo Ytrv2ba4SMZilNWksUZcpKcW9CCAZaJBpIgMjRUN7/1vk1ZJJ31rtM//l82nifdmVHwHVfdW7wMF cshefZMASiIKEngibOAQ4mIoxc4zYICEA7OgS4JEl7igE8WPWh3SzDaVwrozWTDkhjR/0KczGOJX /hitJPb3DS9yp224e4xHwDnmXlxzoQ2lDLgC92i+uE2mM3BnmHMC/qcHYoEZQwEAyuCXKJgaKvuD ukTEM0vT7BCcDZyvzS1pA5AZxmhKSoqzRbyEE/oJzWmNpNVsoZRj/ttCG+NoegV9m5XG8QZdT5bj bJ73uSUkFayTxG6cW2xCxg/h6OLywQxXXhPcaNk9tWjojgN6nVFrYxejifn7FCbuCr2lmGwvdhHT YVarK88d6Ws//XBydgJpRJDM8OTdW++OqEG6e3o5tbn5HrZM3QKY9LP8o/ZfkaWGpm+YPU19MEV9 c2pj79KYqFttF7rLKWjvmDvjSkZcC2Ly67pr9EeJ+gQRQrOFpUB20mIjhEPF2++IlUMJcANG+QdF nfKKP6N3ePVdIyyRWEM7NFp/VFTfD/1LdmG5DTu8b/zz4KUfnL49vTg9ft1TMDHwMk+AW/K+8IFl QgYBHH06m0NnlosbbvG36awOinHw0+exDqtWs5DFyrSwp/ItoV42979/IyAmg/tnDGPAitvrxS7v QoY8aLyQeYCI+ai7theyaZHkDLMAwUVqHrnLk1zfwQXIb8PEMGsprmKvluTho/WivBkdtY+vBsOI XMBxWV+JNiuE/bLgDdI8JvRDuOMoW0wnMKCdb1EPkEl8tkT+s0Xm/5J/MOJp07BL+D8wlK2LunTv cdDlZWsvHfQPWv3dZvOwc3mY7rV3B62Ngy5Ve2tjLtW7CEaNwX3m/zG4D7WGHscuVofP2LpVhCVJ palRaJVIsZ1vwZDvOUOTsnMS0amkHjwXWWYjZUqYbRZNAjDnsqI/zy+ZFkE11PD8GHBEdZdts9bT gW/78DAWd7nNUadYz/Uea0B0OQTFFjuQRAvmhPICPgMhxeOT8hSj1a6nIyjB6fPR1XzWdm9kougD Rh/FCB37jOZ9dIRRVK0O5+TcdeIwI+5yno2NMNHzSw65XEtJ/lLR32+50gMzkkFeMIyZEU3k6oZ7 0qGnJhqZ1Sv1YtRa/cz38VOk9bER6sGvhYWWwCVTZOMch0kBgJSZ4EpNUGEmlLnpN3yXYLLNOnzI ID2tITCuEERwybhPSyP3j2AWeMuYbf0AFMqlcchDRucGI9m6HYpka1FJyTvvgUSw6qJzUzGaF47Q 3cKfavsAo1v5+IoNCi0VSEUrdtNb1IqRVAhCqtr+CD3BolOUWZyMH3AskIT0hoFwflyEGcFMgEgH U08n0GmbFwrJij9UmZ5LkM81Jq8QnK41RA1lE3Qq5RwHOMj6CNzIJXp0GIJNnLRkuSZELkKiCkXf LCgCZ0FohytvRGILxoASWirhlprxfZyOPhK6MLZk97choVyo0yLIFYm7vLUOpHhgDq4Fe7KJDkQk l7cS2WEOeTp6qk6nLcMENXd7OJwe5EEUm6cqSKD8BlcmviZpMnvDy+He8DAdNpudvf7ewe5+2tq7 041JzW10YdKrWHZt/6iLddfgvwcqNc4arqpy4/ACTEQUxAwZwzlbmBCOcp1fwBdPtnXFiHvGBjdS N46jJ4I1ARlfUFh8DFBSQqsIx2ljURdTOb8o++0AfQ5odgf7LZzdwX670W3dcXoSg4XF4lLDx4KP iIOhEomFTm1krQ6mJ7sdTBXq4Rrh+8owpK+5mrH3ztdcwH50q0MYSkYiCbkKSwIpw47vlGElNFSU 7Lh9fF9rh7dSjbdNJNxshQ41sUOH75oNLffztPyq7H74PVgPKbzHme0fsAfoPMu83ZT0t7q4ishW r1DIw5ZxuW0Ake/x3/IckuXBem4Tm8gaZkuW3OEqx1FTSyKJjs7JkjBcCMQ5STHwmk8YSOJH+3sg 8Gx3j44kG3kN3a7JBXEEDfRJzlCzFn2KC5LKBO6Q7oj17IbRIuES8dEWNGFCiSMQM/BqbSTYMrch bVPYbPQ4KGadIl6b6oZbsRhuuVjM7jk4MDflw1VWIIje+UCpGTwTfw787SYzsf6FbODPICFS3olt ApCaeRlLnD9L3h+fXZxCjN5Pp+cqTKCHvx9z5FS0kY3b4F2PT+gZ8jMmPjldMZ5JaVitFoI4be+2 OgdcOOjLES4VvXmV4nUBsoEdskotwF84xcBT/SKT+/rr+DaW+QhkZ+PNeIW9x2+NVbxew4VARow3 UJFTjCCV4+Qs0rFMFu2gU3rwIIDZ9uyXLuDl7lOWqSZbPoOqmtdOUDTkRCqtuqqS+IGRtIA49o4O IGtye7/VYrEExBajBywLIwuAYoZum9o7KKILYpr5SyOBf6E4Zf4CQyNrfF5MJ8+nqNd1mi2ws+I7 YFaCn5vFwozZiPTbif+7kSl65vdRZjUON2pYb7jPYdxF9jfMwDUNwJjosJofz81v7+k+YLo2P0aT 5gmqF/1B9/nQfQ5TLsijVfuaWzqeDMAH9h6TmTkF6fQ1yR5Jorrb+ZbEXmiiQanuOP2C/2GDEXe+ vckHpjVuwl/lBpXQzCbgPO1JuYKG0c+bLb6yDlpHKJUdtNtHnszpg6VsIqJtQryuISzeUBfBlQWD 8uej3Oj+GPo7N6rEV1YqWPFJVXgtcksPuYmtvy44NdqYEg3XjM90sqlqYg4qxlutUU3sa6yaDPf3 h92jwWF/v9ls77Y7Wf/gcri5Mc81t1Y1ca+iMaFzSHnJ8N8u5osO809klEJv+ni5APcCx10QELz/ BgZEfzJHkv9SZ6scWmvYCTScLicUW/2HdM4Wt2w0vaqdnJ29O2skDzHQCvQM8GnR20Z7LJaXMGad 4188ZOybbetNpUEpTyoKjKUQtVjEGOYHxtytyxlkjqjOCV8ArwWKt6MmjLYEAY/o+QP0PRFkOB4J 9WQVd0UFjXhazeSH6Q0Vv5Nij+h44iqf7GoCS5ONlqZ+qI5yMRtZ4SsWu4bP4ZiEHi+ngTwhAZ+Q PWRGWPZ3eXkJBR4Mx6bg6gTyv3hBJkgKJPhDn7zvO98ilEcvp7UyvCH6ABOTeubKxeRLT8KfZDfk EuEq6Hg0JBygZ6hHPqtZfwWlPW9veX+SeM+R9xDZrveH4zOBXYL50DAEV5fRIWzgET1VWoS/Bmj5 i62BfvDPXQPdc+Q9hB78zDVw4WrxU8+kxXF5+uDzk42OPUKqBMf+PegFP6ARnOIU+OLxfzdK4/VH 1BmDn2n1NmLvy0U+QqAqTIev5u/Be8zg+3tpmg73+p1Os3mwv38wuNzb7W9kewrbW8Xhw3fRZo8M 3vz/oQ888dsxIPNcfwv3pwN1GOdGCBqM80mAIVHGy9iOI2Kg/xSkkwAtAjT9/GryZDi4SWd5FDMD 8oUnZBO9C6TG0RpIDfRcfRlMDYkqPkPfBadlDmMWEoA5KIB/IqALZTSNp4MlA+VFu7snOgf+B6EW eF32EDVzj2HROWIOTIgsF7EwjkJoj6NparhxhBLxOG0k+p+XJXCKOZZrH4PN0IzNamW9y1uSmSps fcxyqA35SD/RmqYF1gPNxgb+nfxtmZtbEDIpngP4SvIYghEsSBRySBBLYiPYFisgcU4OH/hF3L9b W29Oz583jap/8UPy48WpuX5PT84Jn2OvDZr49tGelPIl2dUpuD1DlOhO8WDtYJcmbARFVUtpEgx3 Z08+wyaQhcwC13kazgboczbA8q4fYscUWZg85uJFvMsUfBxAlREAFJDUaAR4i0ahyeBeRLw7z+6H socKbnhPJj1QAeQxac5ka0mM0EPK19PgDbygMA4Y9ObgW0kH81UyuIAqXuS/fCd/+ab0adB7OpYk MiBf9kL28AG85ycFahs2UnAJ6C1sHZcxvYEIs2eldYWwSBjq3IiS30hwPN4Urd02oUXv7vlWTrzD qrY/svpNtQX4LQq235ntwNhSAGyDTTHd8y+xLcJmVu1Tc81mPaEAPrFFuchiDymhFI8IFq6mwnao wg2722AkynztV0Epz/iqfBb9bEWgAqOdeGSkCaV91EFC6bQCc7gHWbgJp2DftEU0XE1LF72LfPAr rfxH0UrHCGhHQCuGuXi0wtJIJVexddeD5v/xjyhLi14DPvEcY49R4tC0s13RTNWGJaWLIdKgddkj HAERFCL5TRIaFtU0xfxz5zzJ2PQqCFmQ9nfJnnYrgrmCAJIV5tweGWCFTIB2+2YtU6xeJNjQtD9d ZvpdI4+gwHhvKdHWAeINxtIEepsFlRcfFzhPM2WEXClmUyoXs5ia39/Al7IsI0CZJRWUk88AJssT d7b9f8s1zDEqWEA8J/sLIhTNMdAE0SiwtD0kHTCmGSTzcnMAI0qQoP6Gi3SlBsmCVuXEY/RN4IVH e6id7bVbnpUWDOBzkQdDdGPBzgQ9GeQfdBDQ39X1X6TDbNVZlaPzLCl/y8+in3MukPcZ/VYWkJoK vVV94H4Nzyy/4l62kWd7CJ1oVmp3l3DteKWorbuJpnbpgMu8Mbrc/PY5WzGnowEbTmDyFHcxWY6f T0fFU8G6pyL15iwOoFKn0ZgXkOhj+L+MPkeIGPHX9FBQT5rNoND5vZpx1bgl4UVWjPmS/zrBWD8t ve5E4GeM3IC+FxgjOmSTsJgUx7bfzKdY0skWGOgYEkYtvL1/wBScjvpopJqYUYym01nPv0DYb0+W OdwE3hOyUzFF4wmcuxpmAiL4iIM7H8mIwlrl8A6dU/8VXCR64BqCm8G+htcElxyzlx69C+ehmKV9 9zJHwaF1VOIlkVPKrOlDjEF55IBpwc49XRZe5kl6OWVkL+iZV3W/S6t62PmSq/rWfBzwKtte9T1c Us1tvTLWqKvVvQQI6AIWVpbbewJ67E+ytslju8zeS9C6i3F6zGE95L1Az+V2p9PxA6vWT2qNpAAL 9do0sErOtPVGV8uatrbiCkXS/yKuMwbCHDq/jTwnRQoi8pwyrNhyC7xu3T3y+mB5oLusG55LKJNo z+aGR/NffzLxVsYj9llHs7NHSJKdg84d1w4FhpiogM60Nedv5QFcdQJXHMHNzuDaQ4icH1yIvqd5 g6l5JP5XexL8s4jLBmN4Wv36qiMZtrvpwaz6LnY8/cF8mUPabdEd0O3s3XVdI2I2Ws4iojaAAdPB kpK93une9Ob91x9vQTX+vNPdJXdJp7vbuuui/2AGEJxuGdN/5OXa7aJi2OkGl8T6SW10rGG5/gee aqhgBGVSdrvkkbNxOfMppN1BMkY1sdgCU5yxa84eVM+gagGRhsCLCv581GEpQ2O6nFNDAFE0WkJm 3lPE+oN6wABsR5YGAINJOCiSS4OqhjmpgkYqaihg3uxsbREGitGjJJBJMjb1P9EqJgUqN2kYwhw2 bNn6gMkdXaCvCvNEkHMgI+TcGopEcRuO+WOzmcVmobo2u8QS9g/a3jmACLBVB/tfoJL/MzTxzgEW XN7uQMEPvR4Yv125HKuk7eOrq7UG3dUmOTm9O2LIxQydtCiWY0yvxsJPGLQJcaqYmIUJPJOpM6Pl /4+uBaT5FZK3gMKsfMfbwDHDBG5sOK1+EUhITJACwdKTp8nXX68iPNy9wy5JFYd7B432wdGm+8dp sgR5jqXhoNrN+buzi5MXJbhGLHIiRowhZZIwfOGtK67D2DRUk8ASMdvsyCiXvDx+fX4iAUoWr+DG sDQJsSLIcYugTtXDKeYCoiqKXJLsmVZsvtQCwWeuMptej2VZMOgURoStQeTpdI522sFyjmiwy8vC 8CEgTOhZwaaLOZEslYRSLR9PnVGHYW0CUEeBt+GCSdCk2hVaskobF31hTVrWzY3Fw/zlhSKTS0oA wzju6U3BYDiBoQzoGzysNonIojyaIZ5DaNmWxJjxj5TzD0JH4VJx4FlZgIFfaRxbW4O3yzGmMhVe lwio4Y6arAs8YgnQPTyrBB2m7JjA5gWfKBRPz5GCfblkFnzlKweKSl9yZF0YWCftCmKBxqpiL423 kKtQR/l2LJlYy+iACqLKlfqCQFxzsQLdYJGPSpCg6oZ8uvHgGF1KUttPNoMADDwgLhfZi6xEfADA aqYkQTspdF8YwcS53RCPJx0OAYpdhTi6dKF2I1qnQAU3Ar38LrtFkrkC+BcV/8nPGi53qF2vx3Ku OuVEJcB1CLellKgkHRdrO+7UXdoSbjl+8SyBIXP8Hbe75S2vQBy4Hxv0DUfxaUg5DlTUoXrQlW5P wVmWyAFt3pLeq9g+1Q0Bf5OUJrm5no5c2RWFKCQL1WOFLANsDm/s5TWNjYaH/yYbn2eL2tcq5a/V wNTX6bDm8yLaVxDX8WWCn8Jv2OnpHVOWKOWQNxLXhaqnV4Enag8JM6+K1whUo3pAG4yDlyHgVHIY PIRS5LWWx5pRSW5wb7IcU8ia7rjUjgeS6m6NhuaJFeMQVAM1Esu7Q5lDJVzIRZaItisDULSnlsY9 ruhfvVGjcIM6FrLUi6recYtVl0sEKZCGHkD0OVGIaw9qUchJQU5KOOaCGQUlUlu8IIDDR3ewYOhO h0lcAlgtKoByfg9R4Q5SASUrQpAH9PUvkhPOzVEH/N/i2jRBoPdQ0sA8+T0wH44XmxeZfwx/FTE8 EeNLstHNuedavvkLckwhW0rqDMUh5lSgRuHJiCB/801pX7GdNA07fTdHQEyzcvhey76lhTIkWhDK YuKYkr94pC6hZUNm/8W4fSW7L5073Q8/69mHNcvPY+xWjGQlrsuQ20FHv00k283w0nars/s6ipys yiGEumll4vrqm4tlkc1vL31thhcZX2V0ZXg/l2+1Te610s2mn8RXPbLgav0Ya4+UedaYpUbVZJoM M0wG8uKPyCCJ8DfSCtegUhjQuH4bm0u2NWJu1S2s4o3klEFJrep4I7T/ocYxzwiUH9D5CdsCbmCM 3wP8+/OTi3NNPugJQTiAPcyp3O4eCP5TJB5+TclbAB24yRf9a0wuv3ZBy9Z6CUZdF7/8DdaS5kVY k7EaBle3WCfY7GvKdI21oQaFkJg0rsS1HBawpkI0G4zRa9wGBH/D4At7+41usr3b3us2unvdivVe n3/wIAmJKPHQli3yHyUej8cAx+usplQ1j6LIoMNCUMT86BOp4VFQAA3a5guCg/wRG8M1AmsfVlIB WdC0CeD0g5QKa94+MtonSYdTKr8YvMsGbREE6eQ/2Ea4PAnvdAPfrEI9CnvRmk7fY/1jUBIN6X5I F4vJFGWLd/lgCzFrOd/H/Bt+tsaA2QfMbnOoZBRMxU2gFLRYzN9iavqW/c1Tv732nEwW4ixjwiaB ceFOpXPKI5XagAi45FUvd7DTkKz/YDsEn2DcibDG1oNyAYuqkibarhKO9zmZLKcTpjSsOKfqiboy hbpGj3vOpaB00SOWRTcvQqWGo2g89XBUVZUmroyUT8wa5gtcPDbPK+LXi6PLQlWug9gUGJcjycZQ KQUMRJBkll8uFw5O9/3vmslP5mwLvkgxbVAr/eloJOXckeBgoMPlHFOuGFM6QPuCugZeSSrKu51O pvCFkWMM+QPgdnLsqq5a0xQtl/Qt1A9W5EcDObZmcW4tBwAf3UQUwslyNMJEZzPs5XhCVb+ZAEcY tqtauYRuwcgNnnqCo7UVItWuYYIkXGHUjkg5tBtyZDn8m6fXA9MLPahJlTFAd0D/g5HUvGON1wdK 7rYtVZMq3N0b3KSavMxYngRbSmVfbTv1evKtEZPLyKjEO3z8fWlN2t1OXkKbr6c3pxMEHfghS2fH QjfEV/hTa7wroyzY+icsQ0p2qdjn6roSCRvi7OjK0K3OlsfClC2jAT6QMdGBOUwQ4U8gqbkVnBAz sG+lE0Q6tW2wv+BqaVi/YWu2JA8hT1OMcj5IBkskHC5Obb92Raqbyfk0McdqQUXrsQJtU94jKY23 uufwVm1wKXUCsA/uMe/LswT/IinDkYIW1PCI3nC3gxgy+ZcGt00yi2RChAL+sa558v53jl9QIQzD R1S+vWZRbpquBAP37EtJAknsJFB73czxQGKVYmj+5LkDB9ZDieD1y+RUxZ1SPqM92ExK9t98giO5 jjq9USw6Qekej0i1imWbi5egwdh+qB2BLjCjmvRBsWKkc7MKig3VYDHsO4U0QeoDwl0CTSRGSzQy 2uTqRipRRCDpuZARfCjNjDE4GrbdLFI2HOb93JymekzBSLgIEwfgS4T4wiwUPm+4Ubu6HAGpVVGH +53aWkc08XZWmRR9OVStLxCZjahysuaFV4SZlTW80KBILWc+mKXGT+EyvZl69cBZlp2LtCnvpV59 aLy71Feg20FZEbDnz1OApIkkQVO5b7Nx4Nadk00TxWHGhw5GYgUtlENgHADqS6eMy9nh9urSP8qR fIaLWqB5xlC2Wrm+dfleZojuuxDZmeqIFBzMs0ZqJu0GXiR7Bv1bhVzzEaTfdeB1yZYqEMUUrxSa DktC8GousVpGRvE4pA9eC3aej6mYNwKQQBEXV9yNaM0TRt2AdUiJNpT88nK5F3p4T7n8lxeCdSha WXR/d/HDyVkPSi1I1dLYuIwmCVccVVHAgwjxXBPNeBvAFiGAwfFnMNmx4EzNIACBPzpHt5GdhCQ7 R8Cxra4a8AWi8I71giIzwS3zStMtoIjQ+DKf+FSih+2mbQQXiHyziLuKjm1jHOSzBF/yQvCXqSFX CQMYj4P2nSiJXFe7YKkM+w8JJHqvx1fTXvP6EtcXcniwlQjpaqaA6AgGBLNwlB6Ia7lwtf+sUkDy tdWZ8ASfPBeExp9s7V1aMn1dJ/aKQaR0V10dsZpVUVWXUIhlR+b51bURJG/SW+2nv989/LO/pHH6 u++SfsagFHVD5jpH+OBCUVmsoSvoQg5x/6R9hSKPulwAowwZFN40YhVDccJOLy5oBAyeRxdnyXHx 4owHD9n/ZnDMUsDTwrFT+t6k2oGOSCxKNMVaxWsJiVwCQClYvw9hUlQZUYBEcWGZcjV9x1cy+BfB mLVqySpBzj06+XvkKlV7eYLlANR0wQdbhByGN5sVYxBL4Z7C1D1qht+DgDVzURgdICXx2NEAX5yq p6+qrks82ba4j1t4XceoQMGLIGVupvNBYZODl4KOTpzNnRCcE6uQbPMWFue3HGNtkbPnrSoV+lwh omzO82yvnTuF98w+BF24MBu/PuPsgxGzPvSyPo7Q3GS+9hPUoGSFteOZO0IN6SWiVqWTitVOY6ek SUJ77nSkpSg0CBrvnbfKil1K63EkGveacKVJ/O3zDN5OK0DbKKskLJ0rM3hol1a4ixtI2X4YQMVR XiX2KvItWXpI715X6ba+jqrDa5qQzHTdgNG0j7B/Ka0wJLPzxcyJ5FQBCuoHUIl0bglHAGJfwyIq Ay47IAFuUr7N1dD1qssJad/FpuCV1C1bC+6rb1ep2pup1KuUZ77dzHE8eQ6iypWA14MunDx0cubD Bpc1sBlCePthI16FJ111skwND7Y3hp/SqFMVBF1uPwxEUdfFuY1sVmf2JjfNZWYiUOuBTAB4k9Ld 6zNTtp8T0KAV/cy60W1iLudrxKbEiipJ9rceck0wIX5vrs3ClqYMioRK6YixrX6J/HA2RbXPq5bm sT1qDEfLUAyTlMqC6AmWZ2F640ruyo5KjS3mOVmpUjRjCV+VEsYnz6Fs8S3LrqV7r+oCqroBN7yR qhhL1kfjtrqgQg6DEtXJJ0J/gzwGkgHMNL4LWEDWN/yuD7EYvY9T4MojhE3hn1GkJ8crmj1WV598 QSpDvnAQOIZGRNMAEZLM4a7QNNJPNVcCe7pExkjVXnYM1GqMyoinhK3PDRn3XBf1DYarJQd+nYeo bm216G/woVn1cbV0Qu94QoS79/HeEGub0YJIJ8K0RN8359/VuDtjM74xTBud1Sx6BBNSXUnRTGvj phwJBCjHrANbltF3WDbkTsGSFr8Tq62YYUq+BFvQiLjKjDxK7EBQthZ/Nn7hZZ6bKNX+npXmqGpm 03dEIeWa2cqbckyOMFQqWLdVvgvLMLP+01CkCz0RHRt3FxPsLqgD4FPTD5IsZG0N6LpENjUdmdOU EypGsDy+NFl1e22KPWqWchPoUfsaI492j4Z7B52jy6N2s9k/GnTag257t7sx8qhrbi3wqHvVwx0N 0Dl/CwaERbEx8ugm4KJuIBwbVf18ugJiU8KDLMAoFrrrlKBT74sfuhr1c3sF6ud2HPWzB+U/y6ig hO9kaBLeWlyChhKuCGxY8eSaLn98RqX9sLYYVDtpKexQvD2pKh6hckpVPJJjV6B9Jj5uAQOqj/Rz gH6cGNERa3XrBwStZD6nbx/LO8CMeWCY4QRZ4A5/noa0SdTLSvQE7zcKwJstFYYoKTdXH/PScMB5 j7XlVFjlhnoO5mBimh0hcyHQRLt72OgiTiiXrbPg9hTYEStv7qXrlavdIcDVlq//6eewUoDSWWRl R0lYOK+quDoXETe0yLEpKE15vbjwahA+a+ZV81P7aQJ/+W0QxiKz7WGcN7yyvW2FMb2xl+RWiX/9 Z/PdX6yA42GqSXXI0XRRlHESwE3F407OLk4KJdhQh+oiCW85Nv9cKg86+NMXef2p2aKkSCcgDnN2 ttFdYKDYPo8yv5qAfwa7tUBvD0n2g3V8GAzG8zd8VQoVig0xujlwrwM0Lctm5XcaiZqTq6fq4jKJ ZbhNkHhMS3gpQImHBfxSX4oBG8MjnO0jZWJIBIAKogIBF+zwkNF0w05jZy8nnw1EvJyVIHbrGCgY uG3E0/Od7755c/Lme/Mf81vyTbDQT1UzcJiiNW1l6eRV8NtggTdMZEYsr0Rqp2AtFDAbee4zwk6H mCkqJGLjhkD5+Ug57kHQ1We3SeoSxrVwhFTowiU0Pa+XMXoK0Pzr+qKa2iDVubSyGqYMo5DLJihs bArB9aS6mTNAWi17d4g0uQ6maGpsq0VDJ+EtjpIanRrY0oLLKNjoXmzJOkYok02mU28mf8owZKbI snEBZldwic9vbWDZE9lCm5Qtk38mLklcy94Qam8CWTNkZfAVxT+7b8moB8RA64ewhpi3PKAon1jX Nh9cvk9Wf4/naJ9QDloMG/7ljpFFpNMxu4OgGCG9OsghFLLH4Us9e3LonuCXKp5ub3lpNuHvQqFB Y8yPaRru10XGx56C4+ifDJJnRFQInZtDFZ5P/Df4/x6BSvA/sHwPKVsQO0slT3mtu22E3+ruHTX2 9r7UYusrv8R4tzdjvJ5t1zHgJdZgSifcTPYpp9MbC95wDqCX5gcsKJ5kE7ADOdcKeyGNxI8GGA+U B99ZcFUublzMyy7pn412TeRBLxDt1PmUTY/QKuZGIaCnuJb0uj3Y9hZJ2ac3D5iutkij6uUXZfab YO3vgUqJtKDm7k28VM3925/dWlsqZZlQjpZ6M1bXzGyx3UTD5GWrjPaVjYbO5iVpGeERCdvjbDIw wQkgcgkMmSyQyOVduVw8seX+rAIR7fGNbz8kZZaYBsbHUkUKCSJzgRiPCpswwxZOrl+L2cpIIqYt 8a8wsQFxiSOP7xwvPipuIOR52M22AimhnMtuG5WZFQcgjYGts2l+D4xP+jtrKhwUHnXod+gFJpAB RGFBX0Id3ptiwhoUtPLaPwwFZh29SkCm/a2RDIqF9dCXZp0wxrurILoqVwfCJm11YxYICRfAepSs aEt0lUE6gpjr0TcqbAAZkZIFdw8RiW7vsEUQsRDXxXVHUAcwW2v05UWeFR6krgA0eaeczKOkqyo1 +AFWa7BV4dewCm4ZKxmgRPfq5PfvJPcF6BGN04RzvOATq6rXB14jWOCvfAzZz2/PSS+u5DysVUAM kacNadrV7isWoKnkGOJF3aXLT/koh4B6yOXj4tMc84WmtQkVRMG6JWQy2m93aPvut9KA/iaGF3Qt zRbzR99I7KAUGmsmYFaFW4jynR6Hn1AVDyOOZPnHrLDrBWt3xq9iz1ibhvUyTAbHiecFfY/GmP5y lEK6XD4XlDtcBm1ThUEzw3lERU6LoFLrQ0OEk0E6Mgv2MJleAmCWkQmaMJGbJ1Px4pDtlvR7dJ3g mLGidw5ekoXE8iooPd4pNEMJKHHONgLSgqkENIgIVJjdDMjxbizYhGEPENvp8ALDBUUOxhh+ZiD5 BGL+jt+fQnGxfLEYIcddLG4pyAJEbcPlcRmdQ3yAOLjLkV0XnobtqNnk2pZQ7rRlaKmz12h3nIi1 gpy40mIlEyg/pQAl/TRETX5c/JXuoR16TlajEq2RTl79vCHP0cBkK0kjU4kcglDacMGmIvpqz7nt CT7j5H4u5iCX81e2qDSf82jM8WVGFyxG+NlgZUGVpAtaasAKtP/pOSvSUC3Brja4hxL/mV3rOhe4 3OsiHvi++c/hpvsrGPxc9A49lXSTkERheSU5QxkAXqX5FQ4Uzy0q3mi2Y2JN/BRcH5I885Xdt+2t u3ydcM0zx+GMjEFlnrCgwvb+focLK2yyBtGgVDFdcDTq0+A9Z74A4brmD0+9+QtZL6ROoYSpcPRS SWmqM3HZAd1ZFy9/GdfHK1/1tG5HJb6sy8cLDY49B2NXQ1KJfiHn1j6UjFenP7tHs7zqSakYO72C xHSAMO77RnTa+DghT7IHs0J799e1pLuDMs1goj4Mn38UhAxL5Ukch3Yj8dcxYhCwz8pGAb8/pOYt ssKyziBhXWIN9inOGQ7OLk7wOHmNiumATgk6XLogq24fdLuNdnfThYeoeCyVOGETMLAyihpaUHIS tgKXKDikjYjw/VKivKBs8EKilKitS4VDA9rcfABJNo7VuSGB6Id3hb87Ev485zLUG3ygN2uHqvdC acZrLM2I0Z78amVP4YYjaIa+uKw2dvdDeNcpb/aFP94vMmm/4PeKFikmZzGdfrCpOEoSnF3LqSWi 3D9qdM3NcnCwz0WBN6BK735dWEAQG4wu8NEFqqdNs+tSxdsh6cKTnv1yk1Ug0Yp1a5a2PIkQqwfC fYQd4tD4IARcezhKOR3F3FKyapQ5NJtiBi9HVFFDgGoA+UkgV2NAs22IkFpJwcDGqOWCbgXKFcSy 8tSQnQqqvm6KCygUlC9I4zVH1H2tVhO3ldYyOUHkSyOsTBlgAKI+bWywWN9lmDuySJCN6oIJZUwq TJHUnjkiizBXoLdcQobV6KBbl03ESOKcToHYmMo9cEurS22ZkQ3yjzmA8orE6BYGmJ1dGaqoCdH2 l/liDpolBHAlyU+8MQz6iv0BjCBkHo4RJ7lh00BceDdEXqL4IQzQ+kh3hM3CUgsgDCU342mAs2NE Alb37IZMptwbGyxueFiQBveUVglMEg01BoyUswMYGBUCtiLBBb3mEtHmbQBQx6YkvIpdMF5+lxlo PkYxCu2hjuOxUoXAipjTlGVjG3VnxCCKF4TFyY0aeE4ju6EUMfjQdADuUOgE3wRuAltPofBwyqmp gFPUxdgrOe3Afb7zoaWdBBFDtHU7X4F4axgAgEhrrNsQ2s9jCBt+U741HHb1ztZq+Y/jrVfcSZ/L 9ba31rI9P4zvSzA+aulLcD5q6UuwPmrp3ryPv4/kfkWZH77N33wu++Nm+qI835f/cTvCBe/PAGV/ NRu8FwfkhgI+eHcWyO1EGGESCzH9XEaCEYl35SSbfLSKlcD3G/ESEfWS48HAOwdsv1MyWZOYq2c/ 9bhK3Cix8n0t3x2bk9cAqh/cTtJx3t+ZzadXRn1D/Cy0+og5soCrJf9o9jodlEzSKGsetLDKxKFA aW2o/xihUkKQnfkJGQzHl5MZEXCVrLnb0M8oadORRJ5ATeHNdAknjsdlwcUbqpAiWrVSNFslv33m F0cIjePQkRQ4iD1D85Yz4xHel2D9uPf7yzm/L/aJlS/9lkw0APTHS+NlIGMYLtfkPDhoA6RW+/Bw v2FUfrfum4f3SSifR9QYXTkz9Iv2FRs1s/q1p1WtoQu9shF8GmJ4BYhCZCfWkSQ+6gEwN5XNqfzQ 2Fy+ACguFKQw8XvRRGGLsennyrUaOKwxZ5v4HpbfsPgFIo0pRzZ55BnIgJzUFmrUQrsC6Ygh427+ aTTzQpyi55+2+AkKn4tsv0OIFu2hC056LUES9NnCbMfpPInRsMnwQej1ZWiwvOxyDmzMcJW548ro BT6EwBRT9ZcYU2ejizwQyGVxvQNAAqUEzQrkgMpkzWK6nPcVnVFmPghFGDNoBF8vZ6vcn2+echiw 8ZgAXm2FEQrHncLntYksKUfqubRil0wCIs50NgazLEh0TwRTAZm2B1/XIFTizFYrkHJO2wrgxZI0 ZFp9TPMRla0tYB1g227SAjIXbvtg5bVkj1bghS9XSXYRZHHZUBMmGUkuoogSkr5sYBiqIKE0x4Fi /OrQpTDDWV6i5Uw3ViwvOcFZ8h6ka9ScXHoS/yqZ9vwZ5h+VM+EFdtcGpmJyhcQq//nH9+9Pzs5O XlPt6N7xq1d/eaoiR/02ypI9JoJpEidPG3vVCjM9JzxHt5wbqgU4mhSiZVQ4jOkYTJ2ARllT9QYe OPTWY5xNwQ3xoigOoRAXMEjKXyI/WiCEW7q2cBwOBtE5RmMnW3KRjBA+GDGUxHuwi/2AdjHIMaq9 /+EPdY0Jd4r+oA8gntioEPOOGjmDIgDHYXmeN7WG8jnrv0acn8ORwSDGQpGiTcRDmYRSM40QT3Dg dcaP+ytoPKOM07ijke0sSZkhUhuQRUoBkrgRMOcGe7dgNtSSNyUzcjcXCkxbqEVGFQykHpw4Rx/n NrPcAmlYVDE4ezwfhGxCQd+aGSHoIr3SHltqCbOREEIKzgKBdegNwZt2PjVcZEw3LM8ACRCmwZVi gm0JTiZvipsa1redWHZgJk82dKwWM8gg2IGSeRILAKJDgLC4UPYJgU0bVplW6Ghwof79uJF830ie /0xm+iHYV2GYvRQ4wN+/57ik5z83CUPo4XECroKk9j3993n9IZJ6nhWrdu7WTfCh+rTBOhpCOzys cdvf1/mFh7aJwrUbRIS5ahcrEPOiedS2roXOGna5f/4pXFXiAb87Z9xzdAGDXONC/ktYpZshX4bM Uxw2X5HHxvRzfHH67i3ee65Ij8D/3GaLUOnUAaJhKyum58pIa8QuBJHwQUclxb5olmWH+QpIUCma liTVrwr4UAlyCJNLLYYOVUdi+5HLQrQHmCJo4OExYEaPUg6mvmEADQyhSSDNLSMujoeKyVpmS+pZ iNIJp80fbEMMirysZg/EfovLJFZJGrGZCDWGQWRyMYmULvx74AWQzsz9OAMBHnk85WUsJ4t8JKy0 1ABITE7kIddcjHNbvvhdndqaDq1hSBYSbUiG733EYlnEnc3jpjkNgAM0RfWGxTQYpNw7ZlgFL0Gz bg+ySInTj9l8lM5icqJN1fSExXIVGCGPHwtEnZQk2YSzwv2w0IFYiqOIBU4wD+6dZvIThynRdG7E eMeZxSln82OkVVm0Z0uIFchZjKY0JnfTwzoaHgHFkSDzHOklkHxgsD2tCWDmGUj41AbjynKygHl7 lPfzhZsso7sCj55Mb5qSwuueozVNJAZGILAwTnqpgAImV6xS2Pvv5HmDkyIw85hJs4bxYIgcYyTi j9mgjiTiRJgZXtlzMN6CifWGDXl2XLwpRNUUEi6LacQMkC9uctoWDpiRCxqbo3wIGCeKOl5jcP44 GT9YhEJKq2G1Sgl6a4CDgloAhAVvY2hpanV3X4F+KygUGKISV+XqT8O7Lf6aXDKv6IG5qUjNNd0E Abv+G42E7r0tVmjnHEOw03Y5Z4ggJUEwJLREQT2C1HnTtRnoxwiuR5DKJfC70jeahLJPFnvX5wCY fuRQeDkJOjLv3mKeTgSRYMv+gPZJ898R+tLt8MHxDKyErYjmdemLErFhVq4NnYW9ZfeSA0/hn9gC vewAO38O05rI8oPStTJvSHJSyIIi0qOwJGWpfyRCPrF1wZqGGwfhay2wrohjcqjVCJ5EB/BUCVsl i4sLIfLpFfNNP5c6S2YArgHGucGF6cVKq8uJiuOXGGx5kZtgNQRKV5i1CuUjRgegPoSMpf2GFpzr 0TT8+E2KGimpd1RzAlAlNBsr2QFEcckJ/Q450QjCIRYAY7ecJa5uRckC5EBCfOiD0sF0Mu0KOAeL PN5Igi0kGHKcVQFtkYGSgYWihUsqWYPrFlxC2DDdCVZ20YtD9paT50WDopsc8frdfYV9yeVSnprF ZlBH0B+3Z3iUM+5+RBIPQHmTtTwwpJmzjJidVZ4o1jzVoNG2T62iw/vSCFEJsBOy6OFQuNAJcQh/ ZvFjzN6bYIAYP2v96QBnnKGbBMLHsznhK/oB4ArJw5lVGuSFt7ZP835BYpDDpwDeL1/65LYeq8Jm GQj/ihiWIPjcraW112LI+ZNpIFkEqFVORtVkYfFFcVsdOpQk21dqVDxYIHI4z3wXkFnEdlAr6jY0 QjSshQU6KlkMuIaNshJ5xC28xBdjDUtaYmaboxx2atv2Q8uGvSJYRVGtsRPD+UlxWgqaVHIazDme WD3EWvweXhsJWq/AQ1ZRFo8GaEylRgYZkBtbdiaIng9jIV0NI3vjjYl+V6xcJht2AthULsvWMznh Ak0oQCBuuoH6DN6qKtHWpi46DzcpitQM6/AeCnYJd9qnyciBvj9VSkUqJ1oHniiC4of/AneSzVP2 J63plapaqaFvFuFofTNrXtRTIKNq4ARwoLFxUywENtB98Z23ul/FYTtUiSAreFn0DZJ/7r4J5RfV tI6jwyZON5kqLleFvefmhP0YrfhqcV3zzWVYDm61Xg1ufcUGQ3B8hgy0/YGz3r0OAjfvGq2gWjx+ JZg2eQ3scSOiwQNmKQMR2syxKRxy6wDCgfqpBB3w2bJ+MOm1Px3PlgwWRl5ckp5Blroy0prmFdq9 AvR1CxnqDGysBYNLZxXgFNO0b5jihEyhdi/fe9VPIMzKUTSWQaPMbG+ZkHTWvWrXJTwW1ufsznZ7 x4jCV/6RYIUDM6gCfOAoZIw3wDjp2HpqIAFjbBAmsj9Vjyw3cBU1XQInHX/tplXz+h4tA6nNeotq UelEv0LxZQo6hUnNMN5XrsqhPjQUCO8rOXFDM+PJQCFUHAl4G/jjraCD5HGfSkZa4/QC2mIxbFGF +FkyWS/WS5oC4Flk4tKRoLNJnGFI4D1/T+hhKyQxT1l7KSVHyHICKqdeD616Beska6p/Lv6cb287 NBzu4/sMPBqgL7EL1p7BhvauKKFZAsnAImRjvySHlwRSuNm5QTaNUVKjlW5EboRIQ26BfDEkg2HP 6BxNvv8Tzx4r2eSLR5yQIRGsqacFonkN+gvVUn99hDmHWlt/xACp+nWuv+g14ZVWrKy2/pTwd7f8 jHtbbTIGo1qLvhrUzzQk3i/jxsOFgoof4/pJNyIhcS5qYXR0iJqkbXdY/f1U4u8QujPR7rfAhFcn HIbTArRrwkbh5II0IThvbEecnZJLY8FcGOU2S0fwEwZNkGuabb83Gt/SXxCphLt25crlTaEwp+Db Oq/My5zim3VZMXcNsVmOjWyjvrZdIW8gJuBibODw2ervwiEcx5FNk7Hq4r429Tp8xrf6kCSeEYII gJrHLCyUPDljtlRLhi9LxY6lJw9FfhV8c+kSRY9YuRWKk7wDDr6H+F/XK+SNzeI9r8IEPrUWrGrx m8W1upbDU/06vkb1bFBdE08HXaLD6dy762tOWHB4KGjYdJelr4wbNmYELUi0vuUaAtgoWRm8AjcC 3a+RpAsXRazsdQF6MZ3EfzVaXgQ5pd+2Cc7mHx0vUG05MXs6HX2kJD0KVIs89Bi0RxlOsmiv82Xb 8nMLo1FTUheGxOWFXbCn60QR+oI1Hm3G5ScU/gKFSi1TCfn2KyzDgGQWBK24qjSmz4+Yx7csCHMW iyIKn41pNIzIRaI6EzaHyVhpm1VrbgYD2UGSH2WfyDqSglGymdQE9AsOgSGsmJzTkLEYNUXZU5Wi QmK8ZPqSGRanYiO0uAkViI/iJgUSQ/JK8pCePQRnNdxfnHXAwgT6QeXaWFSV7Ou3rdzn9hkwTYqo 14n8EVZ4hGb9WyX52hMMkq8Dc6kDVmYiWSEmit+z5GaoWCA0CI7IUz8G2hsREgeuvDstTfCBkg6F hkKbBkGIYLlvglLrb61dY0MFXiSMDeXnllAmWy6mEE3bt6lFQMTIWSNzlm5BZOFGWHyk2FtXPGRx LUZ/Kz86RzwlZBix0Lahl85ZpEQYEWOYkV/hui38bkDa4YZOnuPQJ7fRig6a1DAXQdESRHsLETgl gk3qHhehOO8S/jM6/psfmhgtxSa6shw+VK6uwOhuDiGJwXD8lIVH2LdPzp5SEbPyF3LhiV1GgvvF Ha2HhWH4mbVBe/MFpsOhAhuOWHW62aCT9+Sqt8Zwrw4Hd6fE/rLWdcoVbIB4iX0LdVDIpzofw5KB EvhmwJZZaNAybeRW8O4Od4l1Vjmtq923ax2DHfbM+hdz1/2IFyPwEVlatFysdk1H8b4DyPeFKzOK 9j3tHlzvS8NKvhKEh3ZxIAMqNIhVJn2y4pKjs+VohAvHmpxN1PGm8v4Pz3tnJ89/PDs/gZDcs5NX xxcn57xObke6jUQqelq4citJVF46XVcp1oGgIx3DgsjEubkK+pDMoC3PaMCeM/5/Z/pURSyhx0iT sRo4ws+qXqcRqtQBRbfBQlnStcEzlCbvrRwJkRzVh7PUi6eeWqJ1i0g2G5LqQkos0ZBadvdNbO1l VmtXO+TaQ7JOoArO4bGKXeYWeKmEoSctSK7IhOJ9IWppEcHfxwF6iwjcc5Ld3I2DMm34vNBC5nsc 8SVX184nHyFt1Y79I0gXhbXc9BnVuIF80aYBAimJ5DLlQCKO4Kvhtb4Do4mLRVdYlMSPH/dUBFGa 3Y8NNbsVCgN/aJZmUat6LRD0ktKdEw1KGVpIO9bwMhZsnOsE2EREvAlt/uZ1MNWQLqNniIeratRl /Wa1KFyl4PD7sED2viiH4eLP9sIwpKAyjCBnKB8UHBiFQSELgOBRIVOTwSd500F6U2CimEpWhfq6 y6Rk2PRyw/5ABUvUius6aOSl5KoyYmIUrcjW8GZJPDBLUjaAV3FWtEGpmUPSZFFfa5OU/FI8RT1n I7WipVe7XV2kik4T+zsG2BbLmf/UU4VRW5lVROJcMKGqgs6ZhxwwCGR7WMlaPikWWTpoWKaGIr6k JyOnAB4pTp06qjDeSniqkDRj4zfLcmMl5ytJu47r3Zlj8qcVSwSQ8lP6D9OAqroXqs3ysVIyi7oW jcX3hSXjOD5IlZD3V2CNKAvbxiGrIqCzTGvImczBrpqM8r2ztMrtXFCULWQ7kO1Wl/Ul+XgwlTix pNVwEKwLm2a+mM52KHHVCdCUXzmlIptW9+OeVMHTFrfh3P8MjH+FpYhyLzCPXZye9jedk8/QhnvF 6o9b8zNP0p8gLNBj5Os2l4C4OhlIiul04l/tBRpjzMfOHKP8vYLciC2VFIsJBKsZVksaSEJIW26S GBNNkxdlg0LWtFoaMF2N6Kaj8MhYFWD/+582nJoqMFjPfGBXNuY6lkTNGu5u3pRf08XCzGtHsAYc PNZT4YgYvGq4BUYmSAJBP6vZLxTu9p9N43/RvC0Y9EqmlhMwaaEOg0tLknKNEh9J7AtrPEozgZVh lWlMjqseAVK82S8UAhjk3vTIYkEoJE6XC3bPI36L2NmUSBmVnRbTaVl6LJkftBypqi4JZ7N2ZkOA 06sJwjunRdSeAzS/KGwLEFXBPiRz9G1S/nQ602n23jzst0EUREOb6d0CEZMOK0JtbvyImhFWNlFx M0RbIT1BSh9GlvgnXAHDn8nEkxfVprLUBYbZz4mX6vy8eEDOMEsXy7kLybINsPyedDh4YZ5xuTzw 8U6NVjf/RgcbDjnvYKtkcyafHhIK6C/z3CIOh3khRVMRGCXjShbOPPsrRlpruvfz+l3fo8XUdMQV zt3hgme1nySREVMrOZuRMnvSQmBAb7AquE0C1qRHvlAS7fCY2nQNK/h5YeX0VK71LQkoR6qA4C4X TyOCP2L6khlylLntiGX+19nSNi2y4Ggrm6Bb0x8YM6WE+8T1K0AOGJobdtGsB4emVFJW1U7zq3d6 ZkG4oyRZnO4wxFAdpxOxAmN4CNwgRl7Pseo0UJQ0oSowy+rkYZD9CtYqzUjlj4ArT0jCCRlwfKGJ aMSwSeVApOt4jxT3IYg7jK+FMrIh3cuP+XSJCPREd4Iw+zmVfEPQi9AabilV1OvotSDBxSJ2OH/j yfOdQbWPQpAtKCLAu0f4gUtO8qRbZPeXbBuANr1v+R4wolRuyMXl2/NIgrbkViv7OT+jDBe5KL/P F+N0BokRyePiat4rPMSK8CkVn/HfKWNmMM4FewudpYDMBVjf8wIifNFpw+FtOPth2l8EgcLlZJYH HMirtE2K6TfrnSZUdMi7oLULGdtwwVvUFqRyxZLSNI6CLWZcu4hFotsoZcsulwVpjLZlXU40GurD kOAc/2p+mOMxayBKuNMOB3mBYlwc7aOuVvolWDIaNsbDtwUF10zMCnPvWDV4yo6faEiWjSfB03+X IK5V4pwj30Cu5wcReSUwZNlgmGmR+Sga0WWptPPi8tzJxlu3BiV3lDoqUI8MIEV04to4nVJqSmCd VuZalgyCdEVMDi1Fo8ZTgZwdWeUB2X6d/TiUAa21bLTKN2FbVyqO+QNeitO3z1//+CL0UtB7nv19 FNi2K7P3lWV9VU3xrZIpvCTVqpQgtba3cF8ZPiGwESnYQpeTQSi8Y1R1v+PX14suqvJ0jDyJG9NL 8H3+OmTXkTNhH5csvhFyq0pJPOHUQh1fhXe4g+1x5093Wn96l7KwZDhZUxSWX+KSsHt7rdaw2832 u81mmrY7h3tHWTrcuCSsNLa2IKy8iLVZOgDwtr2LNVXND15UJe4dXdEUKlRccaxwg2OHiHZeIxtJ wnAvrH21A9WvvuQfquDxkq2uKGRnn8h0MkgXKQWruHiuMMoZC2HAzA9bWMfzsNVq7GMpCsxe17Hm o/QyG2E41pSRo3nSFNMRE1G8cl8YiZFCDQ5r4Ioq5Cpvx7MUWCQDJ/sxOMWMc/uv/fufr2lASyuH shUWG/aGxEoCgBIAWEy6xFiFj7kNUaPyopU5DRvJbfasMsmoAUejzkQCs7k5pHEUpSgjpVqVrzq/ l8rMXGanm2eQb2620E5rx67o59i9rnUHjCifonBFFc3ZKSLW/GiczsSlejiC8RUACKkpeiKKmp9s LK0/JnzTZpRaFKnkcTSdoJzAiPvBgY3xeC0XethIaMXoHkMZzTCaSBC3FFp57KawgoB+kfzsO6f9 O2+294mrpO4FHZVow4s8ehzInaW36XpVyyMv8T+famXWXtH6hkR7oqIpjkSMUd6H7LbpXZ8iwOmq YoW5Qrz0ndTcLvMhV2E6h6fJFcZVKr6BWpbVQsg9xgAwlJd7fvbSMLN0mI1ukZtXXslUTRsqmD+5 WvZLl3H4mK/h1n5nLxsOO+2jZvNyeNDq7w/32/3qa7jUTPkCLr0CF9DRHlb1hv+091RZb64FaShp mF/1kOSf49+X8+ytUeqL781Pf/5L8gyQRwnkx/2/+e3nBmKXAnE9zLCmFRpQQOUCjeuhYdKvnvd+ PD85Oz+5aCS///Hk7E+9ix/fnr591XtzcvHDuxd04sxeLAChYjKdzmoPTyaUyxrX4h7W6RscAhAV /vPrSPf4AGkF/1Ya/zZ9i9irdvwWxpeiATaaQlI5Bfbkw9X1iGw/gIcm0L5cpw1eKHBeicyrRGfs eniCxcbo/5vXvPXRZ0xh+0cHg+7gIN0bNpvdw6P20VF6sN8uU1i8DUde8edAW51OF8vGdroE37u4 NQzNcI1sshxjBc6L9MpM7KLnlTbEX15SZb7fZbfez++hEAyc0lOu4HjRUxnv/MriuuFadf8kq8wP WTqj33CE+/s4wv2DNSMMindRi14Reu7dBWW7IQasHF98k0/epJ/8kRM14BxPF9mYfj0z6vVy9sII lY11e2/heOLb7x4zBaSDSyNy77V2D5rNVrt1kGaX/cvDdRSgmqkiAvUKQgofIR3Af7xVZh6jBDgC XYZgFWuc/ZhDMdqLk6cIzmfBIyUA5DotKNogg7xcow0jDBsBMCdb3IMOGHkc1n3HAsrH5t5u74Cz 0r1LABdQYQstc/Fq8/CxObJTqkAHP2GalNRpZ2RspLVdKqK8e7jZKgSw0HlBEGD5UApXL7GiHs+U 7QSPH/ufYXVn0BQKSenasbarypn62NHYBBEMYCLmCLtPYt8CQrkGMk9V4BbuW2BdT7k8kiHY8+Ul TJHimsg4yKUdO1ReqnPYpvJSqxZGd6Oq2WCUK+6FaFzBQSxokBr2OIiRxa9fR/NvOLNL9z00kgd/ pnstsa2itDh+JXJcXHNk8jmnG9kMLH6PJl+ry2JBAUysg7lPdTA9jkU7+juzWUAXCIpYge5HxfMY Ni/5xz+S/7vZF4hGCxiGdVhNM/YXU77LSIJSkBRkF0O3mJdP9R0u5m/MoPNJlpyeE7DtyQuL40gA VXUFf+wS6R6E1OGIGEoeJlvMtLe24D0uo7WLTH5/r9to70cITDdho9Ci9cqQRgC7ioMszNT4BQxK sTwLT6S0FDRB5dYn+djsV1jXjItnCq0+gfw0V/2aww8E4q6MbkfIM5Athql7nOVuJ2kRuWVdPTeD 4HLM1yKjN7iUK6rArt6MbeUhv/0wQd8mQI1hku9D6fehLd5BoIYT4PKml4/ZvEhVfn6ZeXPLT/Ew Imdxy5NeYglTBxpZI5fmwtWbhK37qk7bw3b4udR2f5cPUC8ZIYBFMTPsA7fbOW0T90ROY7u1R1db 66DV2G/HuJeWWDzuNcslYxf7Ub5khRhJhiSC20TCg7H/7Lf6lI4ipwHKNqvMQLt+lKKjF41nZ7aW gJAImJjyHm0AFTZjbS8Dp9fbFCtBXRAFzSlbpfRH08VDwUT0GjYPkWKAuHNGlfBLzbuIG3Ys6mQx Qqsx7YHcEqL8Y3IlrjA8lYGaHuA3Qdlj+sYDhi0FoP1u3hcINeHSK4nVUXyyxhorwSEwXBeFvFFp X0QJkBBwBeHbwJ0gHFUID6O6Amxxovgj2iaAH8ELmdyfFrNOwDR4zFCR5ptE3HCQaj/5SOGqiQKM 9keMgQ8uKIEACTjRVcCTIq4/sYedAuNbyBN2hGHg4xzQrKaElkVEYASmyRXCdyvywvCZh85XjbBn uHUctxe3QhWeNZPbp4wuw7wQf4mcVdhUBcgihyWmHMBogeQk0TcbFxlEtBNMc4GwrLktmucpqIBd iYnrlBCMBmI+XAj0KXEgodnsoZfX/xAp6KFyWT/E0VnpLkS6oNwAat83lUXnC88FaUyNwWaW0+G0 og7TC5W4jsH8BK7SR7RwAkgkzVt4Emwe0QQyG9imD6A9yze4dS7qS0iIGC5GL2VFf55fZroflxqO Hd2QCRqKthh5DfpDbBiVQJ5ziobAxpirmFdyspinYHrPh8w+rkr8Qw28oQOXpEI1bYrqzRznnRmh 0+DlVxZRLFsHo0og5cA1XrZ5c3HSi4q89iZLtf6nBPZCXyoujrYJIPOKDHdlWw5yjJ0oUpK+7f1X foIU99T/xlIiydxlhmW70SKDJbCgNbf4YC5UK/yUnSdgOrwwy5s8hPVBquHrbScvuOC5aQFLoO0U KC2RdKTiDx3IHIsLhyi9t9t7u1x6fLW4wOXSH4pmwGdQ1BR40egafAhrADSDAdr1hpwB4UdgocWm VEEMMkGZJiARicJGAcut+tC4jk8cxvNzgHjmovNmB46hDcwMx1sDUOIWhlVixXhBtEYWAstJ2CNp fz7lHEwehryIJ4IDbIHFGX0TG3JQUyhdmLUWFDQXdGSB2xo25Csd3aS3ZowvgV5NMzZBWc6FBTRH f1SEGaQTNUQHaG7aoj6i31hcOekGGHOMtTVhh56UVBzYZVBukIKMxEkUdNj1FUDvZU/QFFUTTw2l QCoi8AkARWM++jSLSnp7mlh6Kx1vdbiw1xdIjTNbmGMie+/oTjbd4yREACLzYkknOJvJG6AZKulF XlfCk+G5lNQqUb0us5sUw/CWIFqDqGRtEJ0WWWc6h4eNzm7cDKENCjgi/6enyusa+HewVA0xDfTF BrCioWdNIyuRwysqU5YqdaQSwxi7Q/whVd4jNuyD3ER8FdBNzokqHkAsq5mRsCZUa4w+SA0RJUXz KTh7xdt5lCNHmZVpzsxEKlDE3EeBBMRDE0Xc5Q6z0WZ6k2FFFTCvSWghr2jg1favNyz6KMa4fMEc A4zBmFqBKjF17SF+UK/WnYkRAhMSogNysclgtk+4aUJUfTKk/Bx8/FR5vpBz8vZboQhTFHTxTrTt 7XB4Biqdb07fPnlz/EdFhNCahc5IEmu9xhIlLpZUo70VUu4A4zZTCfVJ6R6Co0p5LnIboFFhQI43 ihEb55Nx+gkcN3R0QKhlPHij1iPucb9Jx7fbJlfDbrsTta6eZ+P82EwYDPgvDb+YzgvyDWJ5VFS8 gJGgbsyWBKlyRYlPdN+PUECG8mFckhVoA9sx7Q+p3YSC842AfzNh9lhDKxiZQqCh85M3p0+O316c PqGylMwMsac6L49hYT1CZEG0dBT13/3OA9aMm4+wrIGDJBpMVV74wsglIPxiQDyuPt1NxIVdxpRW 9qN3Eqwj7P0JrBo4J+SC6nQ7HdqJTnwnIl9uBd6V5DFtC5hlIhunF/upMrSV1uypO4FTDaljWHdp FMK8K10sLnyJpdaSlyXyBjtassHh3u5wMNhtNZvDo2F30N69bF1WO1piLZV9LbG3MKbosLGbbJv/ R2MnWOnnk+T3ZHHPJ6N8kkEgWY885hARIQc7WsyRv7dhM+ZI2w96Vq3mUArzbyNvvcsHTIc92Hxy XmLsBHjfLrD8IzRBJR6xfug2dxPGRawsIBAZrvDMUkNYZoDiOqTYQPIbqOc05C8g1uf18Y/nJ+e9 H4DiNyEEKFW5ggrwMZPAwUE/PRgOD7sHzebl5X7Wbw13sxXe1lIzK/efXsGSqXj6Dvjs8aq+f/Xi 9evTN+/fnV1Q9IrzaC8wmgEqd3gnZP2H2hV+hw+u0+J6o9dpYL3ZHMoMALbWmk+0ez/eAQAVUnFB c1lBSKFZRqAnPPr8PouG5kCNZz0jlULp7Rr/OAHtyNDNBpQB7BeE5BXU4V4RCunvDYcd8Mc2m+lR q91pd/r9g00oRDW1ikrUa0ApXVQkzP9rSsEVhfAy3AEjLMFHZhMyTMioeYo1Vl6liuP2gD8HGN/F dGG+BKKUCE1RJ+p6rVF2eMwZNkaXBh0a+7sD4lws0o8GQ7eCOexGVTVyRQ9t6A0kAkuMVJMcRxUd E6qHdxtWIlFi0f6lxi4FRrQ7u97i8ydgJILM1t7EEB/kQPb8Rmo0SKpYTXIU/ULCxAwkLDuht6YN b1K20YopyQz0zKTevMTAVa86XqxoNYFvNPfHJ0AeP5lFZyfKjfzVe8m7l+HOMX+lcI12dxfXrbvv rds95mjX501mhu99PIZf0AW+ZoVWLtGqNVqxSJut0rpl2j3EZdpre8t0r6nahfrBMG7vY+DkmyzT vyUhHVHcT6vVaHfVEolGI3PES2XV9Ii9QWwl/4AXDLRDKiiMs0DTJbDDgl+SC2U5RjEF8+pXjKDA AoOVA7GBqfRhsbxEphAErBJOiDBi9ZQHg6bcHl9xq0YD+/45o4n1l2jxz1z350bF8ToWu4ERXIs1 BLdVxZS3wiGhvrK312jvQgjYfqPT1jITvjvPlJKVVV4D9PKMY83UFiMXwlS90iUTaRogtLDa+WZ9 BFOl+uwQOuE2kOgTYXoZF0FD9G5QLNw1BWH4oHdTBfjVrdBY4UV9P6kbS13f6t66Vt0h0a4GBY50 TPNV+MDRpahALN4sA1T7B2bzqRF2DHMqBIwEBaw+K83Byi1nvTCILNKpIhT1ISNQ2Q+j34VbBd+p St8r+/JAlQDeX401tjI5Yb/kA6bGpCwbqhFVtq62YjNyjI3XhxdZNdhVDUjkXMU4SJpjGJTqVVvR Cke7tSDXCezMh77sd4eGEitj2o/ocFl2FzylI6afVthcGg926Dkdl8eAaTPP+5ht1JstBBOp+gUL 14wHmLfXXzFYSYBzYenBN2KtYuzyMYsRUKbQexZbDFzzo4PGntF12vuNvZVrTix03coHxO46W7Xk 0RPSE4GIV1Mvpv2saqfKIpJZ5h195GzEVwzGYLPTFtpI3h9f/PD23YuTjY0k5ABerQc7S1k/HQ6y busgHaCZ5PBoONy93NtUCV5nJ5N3kCYw8a5DIjIyc8Mq6YWAfVdZHK6yv02/lF0C2uotrs3+Q0Br 9XtjPjGovmI8Wg/1U4xF3uwrXGj9FazGnhGE28m20RjaexWGIzwVRZbOzY18PZ1+QNte6Vet4Gty wnt3Oqnk0ET/0BoXYw3vwN5gOR7fIgnDLmEmZJledyJdF4t0MkjnfK5prFWXBCX6MGpUI3p9bdic CLyRVvlc05QZkx8tmp55BCcukRY9ArfEqW+GyC+qItIilHie54PMyve+mKWB2O9mgAlEalAYzhcw 4CuMTy3472o/yQqHJaB6gSEm3M+G6ArXWQq6/FXm+L3VIoCY6RGRevopYtbBtWQmKJatS8wHucOK YroUGFa3zXWi725KHUwHgCIEKwzTM+y9Z0RCOm21s+nNc/qR3mXoCmQ7i3yAbu5rzEdLErMPi3wS FM02L7FPB1nTTmRe5hVrqrqPaH/PZiyhh/e9FZJFDeCMs3YLeC6EzHqL+JlT8ZohA6b5FvQFvmLX NWNNE1U3fPyC15+UTRarpSzLA/S1L7hisWf+WmunVmnBgZ2YBd/kgjbrMoZQ0RV3tH1FrunD9LLV OWwNOs1m2j/Y7x7sXXY38maoplbe1O419Gqgucb8f4liYKtF8sftxryJ2GYTVsZfF6ChhQRD0p+0 Q3n2K/RLhDfrLWI3FYzHr2WBN1VlU/Bu2WqMMQRyX7D9RkybN73ZdXh2NQPfZDVWfS+jX6sx4peo ObkUB06B2OBDno98ipdpXC5VX9KaDTJy4yz7JEAvANgj9tkG1E8wFNWkz8+Z7o+G6V4na3cODpvN /aNhezfd3z3YyEcj7awienkHuSQiYrQJEAPO9m8EMfVhmGP3kAAueIl8AB3Uyhi8hK4e+NoHzgjI uLKBHgHkAWEAJsXa9gjaA5n9bstzRtNR9FA+6EZEL2+tVLJPED+ctlcC/ghpZFMIEWkx0qBb09KA qsq+kYMZniBkgNc2O+nVSDdttjeZmosmbBxTm9CHt9/1rdgkMldkva/SryPmeO83stn6hnrZC/7A grLIv3scHYSd1zlXheDMbMnCS4zDmjKeZM3m2GP40ISiaAEZryDw7WE+yuoSc45BLpSZgBGNEynE FvK3XwY8JDBY3g1owhnFY4gTZaAJzHuCQAXM3cgxGGyMoZAoK0L2kxo9phxQ0BE4H55QsVWC0UD9 VnLwrGBscUS4dhueZEwNXFcAFdU79QJEtzFcDbVSjzFjs27D1NwWT0b55exvT4bZTroEOdFyyKoX BKtot5VepkeHl91mc3fv8Gi3c3CwG2XHlQ1pflz5ErmMjpAj43/MD7Or3qvz857RBueL5az2/pWh 84k55eb/xct8O5qmg1E2qdNRAS0c0BWe2kRbo6yYx/Dvq6LoXS4Bw7gHgXrJIhvPelfmF8OGtvrX KYVkXoN3/RkEMUx2voX/hx/+TP/EdBX491+a8P8gRYbfvf89/KUG75O8SDUiavj4668TbK31F0i3 fPR/W4/qdYRwIC6+i2y8vWsnf37+/nTF7JFtZVdTo2pBddDSgkCu5jkUUDm9+FPv/OL44sfzZA4r cZGPs/NFOp5tmSOSz7NffgHo86KYGSn7E815I1otsv5ynu0YbW9sruFVRBu8ydR72R3uHbaGe0d7 hnpbnVZ32L3c392MesMWV5Nx+DZHibUPMEys3cIt/Vvvo2Ezw9veLDNUOEnHWQ/dL4Zf9jOjMg8B 7zfDB/5+02batYYXHIkLDNcvuYmPMXQUR2YRNo1ItJa6d8xOGz1sNjdDHb7/vWHM3+MRrH1NgzGX 7nT+xrDw9CoTjc2MBJe1x6getYfYPvYtWa0YOWr47OD/Th5CFc8di3ez04Z//QyiBeTdJoyePSd4 ccPDl+k8NRtI8ceg+Jkrjb6VkGGMgHb7AXHT2AxMe8dsveEylD5YTJErY6rf7FZAySletr2Hdoz2 Lkf/fM7mI8LSpi14HyMb+MUIQwiw7/4Ooyp6kPaBKa8Iu6kol9GXNBmVGIERHxZG9r6Cm/2J4VBZ 3yz2E23kbULw8OUdXn5gdDqUaZIxyMV8/hkGyP5pNlv9y6ydHgwGh8gcngyyj08my9FIHf4NOwQS aDVahgAa7Q6o1A+2vz95dfrWrOrzs5Pji5Pk4vj71yeJ/rBHHouk9gBKcyM/n+fj1CgJH7JbkGQ+ wY/1lU2ge6WNTfw11gR3Qd46USVjo4CXP4p1EKLTchCzVOenb1+c/DF59zbWf815J9cMtYND/fAL DfX07fnJ2YUZ6sW72Ie1vP5g+/zk9cnzi2TyYPvl2bs3zhxcZABBWms1koN6cnyeFLXVTfLM/9pI eFTJR9e6uXQeJ3myncDd3UgMBxpMx7V6dZ/7XdtpIzb0tSPp1D7800Zy/Pb49Z/+z8lT6OQi5pUx ykgCUaDb5lC9N3cnABdiPh/Wu14QbDDA/rkwesyGgYsN0kJVLRYMsqEkB2hNVy5XNcu5ynmt3/xU l9QfH46clyMdUZ0hbMziHit6mzXz5oPtkz++f318+japPX93fnFuhj10KzprfjIL8/Gq1m83P9YT XMfYsTaLOEsADyRGN2YRz5N+G86TaYa/eAa9u1GZf5glTKJ/EBorMYN8G38O87vPH9MfhKWh4RX7 xn8Z7WjwjdEimwCpZ8dbxxd2vk2S8+xvyTnu7yS6FDP7JjSn5iQ/HavcLP8PavPJ77Lbb1zHpZdW joFZZN+see0A8zEB9QT2H19nHJ7oR8LXhL6qaBZbIwTw41eveufvzi5OXiTiqml654TDcvGIDAHb bzWt5f96Wrsr7X0xYtyEWt9ShaDX06kjMqSZGEmtISb4lswGSBm0oZEF5VXv5YMqwkFq81p8B/lK Vc1yexCDtfoI0R9qkQ9leCRr+47GK8gu4MwS20uZS5fZ4gagv2KzYvoPrx5srZKfe8Owfck41DMJ f3VHQz20gbX3ODjm9ut3Njs/D7Zj8648PxVHroNfdMwXD7ZNz94nP/1wcnYCDf0VNq7T/PBfegir 2PoGZzBsTv/ZlNVHPtvgaHfiZ5A3td+p2B3vQH6gA/nXesXLL/ORUSrNix4xBTfqP5tptFvezWjx gMAkDOdS0qCrjnJ4XL2zPPkffFjvcE6/7An9z5Xk/GGX/+iJeIfI7p7RYN6+wAMm+1avOo335Cf+ aFfSwfoeiLPU2u3qM4jXX+QQ3uHODG7b+8uh/2UnVP7c+UZNfsFL1Z5hTDFyp4H+ycQfLJ86xYBN 42YO/1x9436hkxsMtvwnHL49nhXvQ1PxC9Od9RVnczNhvvLGX3Pyv5Q88UXv+1q747jI2bvXr78/ fv67dVZXGzVY9K+zwXKUxYyfpZfYoNreHx4dHPUPB0fN5v5gt7Xf39/rR3DV1zRWYXItv4hBg5iO Z/6fAHvMB98k8yWAgM+Kv416CH+0SC+TdIwQ7Q/4FYKbsEGS8vPNPFehk+BP/w0hqACux3w5KRyK OAdCQh20B9v0td4I8Cb/hipyjSxQDsLJwLtSOSzBeqKE1UfxfTKS2fLSFYFcXlqIHzOm1TsI9rt0 9f4Fr/Du7Xb2u53LbP9gr9kc7h62+gdpmrbW7F7YVMXeha9RwukRJZyy01ftnV0EvYV327rYlpSX 1rbprTB/yhSzZrn/NvJ9AOaH6ApE3tvUOXG029/dN6fpsL2ZcyLal/JLHLY9t8QXcUz8i10Td3VO /IvdE7+Ig+LfyUXx7+Sk0G6K9Y6KX10VX8B8/KtRPb4qK8yw/xWG2P9a3fEXsoX9D1qvf4Ld4r94 NZ3+9v/9+ufXP7/++fXPr39+/fPrn1///Prn1z+//vn1z69/fv3z659f//z6515//n8ohxonAPgC AA== --=-=-=--