SoAR 2023 is hosted by the National School of Civil Aviation, 30 – 31 March 2023

The aviation industry has undergone profound transformations in recent times, especially after COVID-19, and the assumptions are that the market will continue to change remarkably in response to the challenges of a pandemic including new forms of competition, sustainable development and technological progression. This signifies that there are substantial aviation research challenges to confront and opportunities to seize. The SoAR Symposium is being launched as a research forum grounded in the fields of Operations Research and Economics in order to analyze aviation markets and push the boundaries of knowledge forward. The symposia will consist of: (1) invited talks by distinguished keynote speakers; (2) extended presentations and discussions of consolidated research; and (3) “pitch” presentations of research intentions, particularly those developed in the framework of doctoral and post-doctoral projects. The program will include approximately 12 full paper presentations with dedicated discussants and some early stage presentations.
The 4th SoAR Symposium will take place in person on the 30th and 31st of March 2023, hosted by the Ecole Nationale de l’Aviation Civile in Toulouse, France.

Call for papers

Researchers wishing to present and discuss their research should send an abstract to the email address symposium.soar@gmail.com before the 31st of December 2022, as follows:

  • Full papers (40-minute presentation and discussion) – Extended abstract of maximum 1,000 words. Full papers corresponding to accepted abstracts should be made available one month before the symposium.
  • Early stage presentations (15-minute presentation and discussion) – Short abstract of 200 words.
  • Submission guidelines: One presenter rule: each person can only present one paper; Each author/co-author can submit more than one paper.
  • Decisions regarding paper acceptance will be made by 31st January 2023. Attendance at the SoAR Symposia is free of charge.

Keynote Speakers


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yO4USpS5XqnRCXFZ45P8SWqjRcVv3vfoPqbfeujiYlwG6zsOW2Jew/cpa+oXGGhicoys+ipDCbgtwMDAY9kiRhNhmvXYOHUASxWBx/MEQkErlaAltwXWaAXqfFarVgNhnQTM8sSrhdDlKSnQBok7Rsu2MV4UiUeeV5LJxX/KorWQEEAiECwRAp7iS06iyl6l1EIPBE/LzUdQJ/OJgoFyVJ2M02VmbUkONIm+kuqlTXicZjBCJBJkNeJv0eSjOLMOmNnGlvYG/DYR5aeS8ajYZkm4t0RyqKopCRlMaod4wdZ/cx4h2jbbCTFEcyW+avY3/TMfQ6HYMTI6ypWMrRltP0jw9Nf97jR57hrtoNjPomKM7IJy7HicYizM+bj1arRVYUWgbbKc4owB8K4LYngSTRMtChBvKqd4wEtAwFePrcAB9dmYv2Fr5DMVu8qwN5SJS/S0l2kpOVRn5OOtWVhQBTC06vzgKGIxG8viDDoxOMjXsZm/AgywoTkz4mvAF0Og1arRbNVAAel2VisThGg570VBd6nQ673UJykp301GSSk+xYLSY0Gg16vQadzoLFbOT9967Hanl1bnwkEuXZnUfp6Rti49pFLKuteGcGSKV6JwiIynG6PYOM+yavxPG4HS4WppQiEEjq8inVLHL00mm0Gi1GnYGs5HSK0/KwmiykOVIY9Y3hDwd49OBTCCEw6g3kubMAwf/sfYyLfa0A7D5/gJq8Sr5072epLZjHmfYGbp+/jqL0PB478iz/+Jv/nP68fU3HaBvsZF5uOZlJqUz4J0GjxRvycceC9ZRlFnGs5Qw9Y/0IoG98CH84QE5y+swMkOqWZZDgybpBVhS5qMq0z3R3bnnvikA+EonR3NaF0WigrCj3VXXbrRYT61YuQCIRwENiQjASjTI+4aV/cJT2rgGGxzzodRrcLidOp43kJDs2ixmNRkKr1aDRaKZm0gWKIpDjMrIiiMXjjIx58fn9nG9sIxKLY9DrKCvKJTszhcx0NxazEa1Wi8Nmua78HiQuCpqaOzl4ooHsdDenzl1iyYJyJEl65UtVqjlLXInexdSfSfxZ3QlKNRsNTg7TNzZAktVBXFFYXLyAvokBzAYzBWm5jPnHWVZSy8/2P0n3SB+ryhbTOz7Avsaj021IksTmmjWM+SZo6m3hPcu3otfp2d90jFx3Jl998I8Z8YxRkV3CnvpDnG6v5yPr30uaw82Os/swm8wUpuXR0N1MujOVmrwKukf7yUhKpWe0j3k5ZfSNDRGMhLAYzTM4WqpbzbgvwgsNw5SkWjHo1AyCmTTnA3lZVjh1vpnd+89QXJCFxWwkL/v6GQpJkqZz0gUQCkfo7R/m1LkWhkYmMJkMFOdnUlNVSEaaG7PJmJix12iQkBBc3cAmFouj02mvSY1J/FdRFOKyTDQaY2LSR0f3AB3dg5w+14zZYmJxTSllxbm4kuyvCluCwQgvHTpLRmoSk94AG1YvBGBgaBS9TkdqStLbMXQq1TtKVmSEENf9PIlr/q26tQxMDHGy7TySJDHkGSE/JYctC9a9qTYbupt5/swe0pNSuTzYSWlmIR9YfT9G/c1X2NDr9MSVOJ6gj3RnCi/U7cFustEz1seIb4KS9DzWV60iHAtTllSIQDAZ8F634Vl1bgXvW3k3//PyY6Q63Dxx7DkeXrWNuo5GhBCMeEe51N9OJB6hrqMBSZLQa/XkpGSxrGwhgxOjSJLE/PwKvvKrb/CJjQ+xrmo5+xqPotfqSHWk4LIlcb7rAivLFt/U8Z1pb+D7L/0vJRkFADT1tPDJjQ+zvmrFTY8VQN/4ID/c80uykzMY9oyS687ikXUPqutf3qUkYE/zKPdUp1GZpc7Kz6Q5fRl15YQZjwuMRj2BYIhHf7MHfyCEEK98LfgDIU7VXeSxp/bw4ssncdot3Hfnaj703tvZuHYRFSX5uJx2TEYDOu1UsC4xNTMuEQiG2XOojrEJ7/RjkpSYZNRqNRgNeuw2C7k56axZPp+H7tvAh99/B9XlBZxpaOPnv97N87uPMTQ8jqIo032zmI3cvWkpaSkuli4sZcG8Ytq7+vnpE7t48vkDXO7sf9XxqFRzigQxRUa+5nsPIISCrChqWs0tKMWeTFF6Ll/8xT/w9ae+QyASeFPtPXb4Ge771ie4ff5aPrHhIT696YN8/env8oH/+4dE47Gbbi8QDpFiT+ZSfzvBaJhR3zg5KZk8fvQ5nj+zB4vRis1spbZgHlajBV8ogEF3/QVDTV45F/vaGPWNk+3OZHHRfPrGBynNLGBgcoi1lcv5s7s/xeDkCEOeUQCsJgtdI72Y9GaichQhBEOTozT3X+bbz/8IraTBG/RxaaAdo0EPCELR8E0d267zB3joPz5HrjuLL9/3eb583+d5/8p7+MT3vsiLdXtveqwu9LZy9zc+gtvm4jObH+Evtn2OXx1+hk9874vEfo+xV81+EjDhi/L9Q93EFTVAmUlzNpDvHxzjQksX4UiUpQvLuG3lAjSSBqvFhFaruS4lJRKJ0dLewzM7D3OuqY3iwmzet209m9YtpiAvA7vVjFar/Z2llKKxOJdau/AH3vikKZEI7M1mI2kpSaxeVs3D929g4+paRsY9PPbMPg4eq2fS6wcS6T5VZfk8dN9t3LVpOcFQmGd3HkWr0VBSkD31OvUHRTV3SUhE5RhxOX7No4K4LBNX4q/7PtW7l16npyavkuL0fABspje3u+/3dv8CIQTVeYn1RQVpudQWzONsRyMv1R+8qbZC0UR1pUgsSjAS5PEj2/nN8Rf54x//LUOTIwx7RvnKr76BRpK40Ns6tdA1FZPBeF07R5pPsbR4AW2DnYlyyOEA2ckZ/GjPr3CY7Tx+ZDvfePq7dI70AonfHZ6Al2g8xqm28yAEilB48vgLxOU4iwqrOd1eT21hNX9858cBif6JISKx6A0fm6wo/N0T/4asyNy3ZMv043fVbkSn1fKPv/3PV11wv5G4HOePfvw3eEN+PrTuQQCMegMPr97GoYsn+O6un91wW6q5RSvBocvjnGyfUCcbZ9CcTK1RFMHhk03sPnCajavns3pZDaVF2ShCkJ+ThtmUOJkKBJMeP0dPNnG5q5+qsnwWzCvG5bRPBfvX7zD5RoQQiZOqonDtN1ZRxBvmskuShE6nIznJgctpo7gwi0tt3Ryva6appZNtW1aRnZmCVqvF7Ursbtk3MMrI2CR3blhKTVUxDpuZSW+AQCBEZrpb3RVWNScFYyFi8ejVa1KRCALC8ej04lfVrcc+FcDrtW+ulN0H19xPQ/clJgNeMpJSE23qEm0OTAzfVFsDE8PodXrcDhcGnQFf2E8kbqAmt5xIPErYEyEUDaPVaFGEYMgzgk6jIxC+/q5C12gf6/7uPQC8WPcy6+etIMWezD89/Jd89od/RY47k1A0TPdo39XPnhwmS0ojEouAZCcSixAIBwEIxyJ09bfz6U0f5FL/ZWwmKyPeMSLxGw/khz1XZ/+dlqspEVqNBpvJyuDkCC0Dl6nMLr2h9l6qPzhdAjPZdjUNdFFhDQA/2/drPr/lo79XepNq9jMAvzrdz7xsB07znAwp57w5NepCJEpCarVa5lcWcPxME+cvtNPa3svnPnY/q5dWT+/+HovFae3oZde+0+RkpfHee9aTnupCo5FueBMDRQg6uwYYHBlnflUxer2OgvwsLBYj0WiM8xcuE43GWVZbgf531IVPpOBosFrN1NaUUVqUw+nzLfz817uprS5m/aqFWK1mJKCkMJsHtq4hFI5itZgYGffwzI7DTE562bp5JQurS97kSKpU7zx/NEgkdv1t9nhcJiJHAYU5fINQ9SbotIlz55stufu5LR+57v8VodDc14YkSawqX3JTbY14x7CZrER8UebllvHn93yaUe84A5PDNHQ3A+CyJRFT4mincsDruy8y7ve8qq3JgJfN89fisiXRMzqIUddITI7z6c0fpHWgg1x31nQgL0kSsXiMC71taDUanGY7o74JzMZEpbNYPE6mK42ByWHG/ZN4gl784SBm/Y3vEp7qcGPQ6YnGY/SOD1CQljvdz4lAov/jvskbbu/opURNfLft+rVcbrsLAG/IT2PPJRYX1dxwm6q5QwJOdkxwuG2cu2vUMsIzYU795pzw+Dlw7Dy+QIiCvAxyczJw2O18/OG7cDqsiWo1kkQgEObg8Xp27z/DisWV3LlhCZnpya+ahb8Rer2O0+dbqatvobG5A683QF19K43NHRw6Xo/ReG39+N9NAjQaCbvdyupl1Tx491p6+kd48rkDidx5ITAa9NTWlLJofiljEx6e232Mju5BJjwBzje1JSY01dtY7zriXXxvUiCIK8o1m0ElyIpMLB6/bgGsSvVW2FN/mDHfBB9ccz9VOTc2u3yFJEnE5DihSIiMpDRicpzs5AwGJ6/O7FuNZnac2UuSzUGWK5MR7xiBSPA129tcswa3LYlznY1YjWa0Gi2ryhazqXo1Bt31k0DzcsvonxjkoVXbGJwc5kx7PZcHOwGIxKNsrd1ErjuT8qxiFCHQSJqb+vnRaXV8cuMHAPjx3sen02h+uOeX0+egK0H4jRj2Jmb3bebrU6OuTZUa9ozccHuquUdS4Jen+hj0RGa6K7ekORPIx+Jxdh84zd4j9fh8QYwGPfdsWsbmdbXk5aQnFv0IQSAU4YWXj9Pa0cedG5eydGEFNqvlpgJ4ISAUjuL3h7DZLNyxYQnjEz6OnWqiMD+T9q4Bjp+5wNZNy6koyUnUlI/fXJ6vBBgNeipK8nhg61pMRgO//O3LdPcOI4TAoNdht5pRFIXcrFSsZiMZacnU1pQhFIHyLg76bjWyrDAyOsnQyASx2Ls5X/zV4YZAEBcyQqjXpqq3TiAc5OtP/RdrKpbx1w/+yU2/X6/VEYtHMeqNdI/2sbfhMB0jPfhCgel0nSSLg2x3BjajlXA8QjQeoyyz6DXbK0zLw2VLoiavgoHJYZwWO5/5wZcx6g3sOn/gutc6zHbWV61EEQoV2aXcs2gzLmtitjsUDXN5qBONRoPNZCHJ4sBsMBKTb25B6Ze2fZZ/evgvicSifPaHX+b/7f4FLmsitdNtd1H6Osfx2mOVGI+YfP2569q1L69cBKx6d9FI0D4U4LmGIfU8PgPmTGpNNBYnI8WFNE/if3/zEh94YANFBZkUiozp14x7/Dz1wiG0Wg0Pbl1Lqtt50zPwkLhoOHjsPA0X20FAeUkuw6PjVJUXsG7FfJIcVn77/CGGhsfZtf80iqKQnZnKvVtWTufn3yiNRiItxcV9d67m2OkmfvvCQe7csJSqsnwkSSIr3Y1OqyUSibF+5XwEsHPvSUxGPUtrK7DbLDd9fKrZJRgK8+vn9nO8rpk71y/hwbvXYjbf3PdothNCvLpiDaDRaBCaa8tQqonyqjcnHIvw6R/8JWVZxXz3k/+EQXfzufcGnYG4LOOPBOifGKKhu5lNNWu41H8Z41RQ6rQ6WFRUg0Gn53Dzad6zYisHmo69ZnuFabm0DnTw+Ts+yv3/+km21m4gKzmdFLsbjXR1Ps0T9KEIhazkdM52NJLmTEERCvLUnSytRkt+SjZlmcWMeEfpHOlFp9Xd9EJDjaThkbUP8MjaB6Yf++Iv/gGAz2x+5KbSnK6Ur/S/Yn2AN+i/+prMwpvroGruEYLnzg9x57xUcl3qngbvpFkfyCuKYGRsMpHnuLSaWDzG8TMX6e4bIS87Hd3U7qwjYx6e23UUq8XE1k3Lcdhvbhb+WjqtlvlVReTnpCMEaLQScVmmd2CEto5+2jr6cTqspLiTuG3VQiQJrBbz78yTfz2SlChBuWZ5DVaLiV37TiMUQVV5AVqtlrQUF1tuW4LXF2T7ziMoCCTAZjOzdGHlrFkk+HoLFl/r8Rtd3PjK173R+17rta/lZl/zRp9xI8//rs+wmE2sX7GAju4hfvn8YYoKslixuPL3/v7ORnFFJhgPv7rMpCShBu+3tlAsUQUsHHvzt+VD0TB/9OO/YVnJQv5k6yemg+SWgfbXnS1/Lck2J3FFxmmxU5FVzCc2PMR3dvyUovQ8jHoDPWP9GHUGIrEo3aP9ZLnSQAiSrE4Afvok1pCLAAAgAElEQVT5b5PicPGB//wj4nKcVIeb4611PLz6Pr7xwb/i0YNPUZ1bzre2f++62epQNExcjhOKRQhGQrQOdLCwoGr6eYvBhDfkp3esn5cbj2AxmLAaLZgNb+7C/+il0zxzchdrKpbxiY0P39R7t9Zu5L92/ITukT6EENPnrc6RHgCqckrJT8l+U/1TzX4SMOIN8+y5Qf5gXQE6rXpef6fM+kBeCEFbZz+n6pq5544VFORksGZ5DbIso9FqEELgD4R4ZucRLCYD99y+ApvVfFNBkCwr9A2MoNVqyUhL5NJnpCWTlupidMzDzr0nyc1KRZYVdu49gdVqZtGCMg6dbGT9igWUFmWj0WrQSBJCCLy+AIPDExTkZmA03vhskNGgZ9H8MiRJYsfek5jNRoryMxOlLE1GLrX10Dc0RmFuBlqtBov5xhc43QghBH0Do1itJpIcthseQyFgbNzDpC9AWkpSYvfaqfZGxz14fUFS3E6cditxWWZ0zEMkGiMrIwX91E678bjM6HhioVWqOwmNRoM/GGJ4ZAKHzYI72YmiKPQOjKDTaclITZ7epRcgEAwzODyO3WYm1e0iFI4wODyOLMuvitydDhupbieyotA3MEo0GiOxYUCiFKjTZsVut0z3DRIXlD5/kKHhcbyBIHarhYy0ZOx2C5qp9kPhKANDY5hNBtJSXSiywsi4h2g0NhWqXulHIsXEYjaR6nai1WqoKM3jI++9nSOnGonFE/XWr1ykvhtcCeQTPyMz3RvVbDI5tUD0tRaK3ozu0T6+8qtv8pnNj7C+agWxeAxPxEdjdzPPnt7Nv334b2+4rYykNDQaCW/Qz4nWs8zLLePTmz/I8dazjHjHgUQevT8coH2oG4FgRekiQtEwbruLqpxSgpEQ4VgEjSTxJz/5Pwgh0Go0eIN+/usT/8BXf/UvbK5Zy/6mY+i0OgxaPcFoCK1Wx8BwDzvO7aMgNYdlJQsxG4xMAC6bk9rCak601nHXwvU093Wg12l/rzr5V5xoPcuf/PT/cGftbfzbh//2pjdwKssq4v0r7+WJo9tp6m2hOrccSJTe1Eia3yu1STU3CQHPnR/i9so0yjPeXDlZ1Y2b9YG8VqthYVUxsViMnz62k/vvWs3ShRVAIkAOhqP8+rkDCEXh3i2rpvLhb7z9SDTGmfMtPPXiYaxmA7fftoQVi6rQ6TRIAoZGxtHpdFRXFGI2mzjb2EZxfiZOh5VAIExX7yAlhVlIJIK99q5+ntlxhK7eYdatrOGODUunA9sbYdDrWFRTSjQaY/vOI7znnvXkZqei0UjkZadRkJvOhMfP1s3LKcrPJByJJBbcvgWzt4oQHDh2nrLiXBbPL73hQF6WZZ544RC795/hUw9v4e7NK6YWiyk8s/Moew+f4/33rOH+rWvx+YI89vQ+zjS08YXPPMDC6lI0Gom+wVG+97Pt6HU6vvDZ9+CwWzhb38J//+x51q2o5pMfuItAKMy3v/8kcQX+/NMPUlqUPfX5CvsP1/GTJ1/m3s3L+fB7N3OhpYvv/PhZJjwe4vLVlA5FwOa1i/mjj91LIBTmG995gv7BEeJT6w6MOi3pKU62rF/MHRuWYbdZkGWFs42tPLn9AA3NnUz4Q7jsFuZXFPCBBzdSXV6IpJFoa+/hm//9JDWVBXz+Y9sYG/fwvZ9tp62zHw0gTZVUUoQAIbGwuoQvfe69mE1G/MEQO/ae4OCJRs5d6CAnK5WivIzXGu45SREK4Xg0cVF1XSSfqJMt1LSaW04wEuLgxRN0TVVs+e2JF1lVvpjs5Izr0k1uxLGWM3z+f77KZMDL0UunX/X8F+/9zE21J0kSafYUjjSfIjclm5Nt5ylKz8NtS0JWZCRJ4sPr3kM4mihDeWURbOtAOw+v2oY35MdpsSOEQlRWWFRUTZojhXAsQkyOEZNlMl1p/PrYczy0ehvf/OBX6Brp5Q9+9BW0kobs5PTEJFU4iFaj5c/v/jRffvTr2E02xnzjjPrGudDbhlFvQK/VT1fOuRmXh7r4xYHfcLajiX96+C+5c+FtN93GFf/40JeIxCJ87df/znc/+c+0D3Xx9MmdfPujf3fTFYNUry+xlkgQFxAVEBGC0DXlfH+XZK2E5W2cKZeAyUCMx0728hd3lmA1vHsmo2azWRvIK4qgq3eQ/qExyopyWb6oksy0ZPT6qzPc0WicfUfOMTEZ4OMPb8FuM99wEC9IzCK/fKiOi6093H/XauLxOPuP1jMwNM7t6xbhdNgoK8qlpDAbs8mIzx/ibEMrGalJZGemcMdtS4jG4uh0WiLRRMrPkZNNlJXksHndYvYcOsv3f/4cH7h/A9mZiWD8Ruj1OpbVVjLpDfDsrqN88IENJLucuJMdvH/bbcRicUKRKC+8dIz+wTGW1VZQW1N63Qz170VAOBIlHo/f1IIVAfT1j9FwoZPRcQ8Ckfh7EIL+oXGaWnoYmZptj8sy/cPjHD19gTS3nbRUF9mZqYTDEZpbezCaDMTjMooAnz/IhbZuivMzEELBZDJgtZjYeeAst61spbggC0kCrz/I3iPnaOscICPVhSSBLxDkUnsPRr2O9Strpk9yQoLSwsRdjnhcprm9j4nxSe7dshy3y8HIqIejZy5y/uJTGPR67tq8nNExD9/5yXYamztZvqicu0ryOH+xnV0HzzI85uH/fOFD5GWnEwyFaWrtIdlpRZFl9DodSU4HKe4QPn+AxosdaLQaFi8om3ru6l2P9s4Bdh+sY2BojJ6BMY6cukBBTvoNf2dmO0UoxJR4Io6/5nEhBMFoCFmR0Wtm7elI9TZoH+7GYbZx4O9/g9PioHu0l9aBDlIdbkz6m0sVsZmsfOtDf43FcDU3NxQNT89U1+RX3HT/JI1EmiMFnVZLRlIqwUgIb8iHEIL7lmwh2eYkEo/SOz4wXe0lJscY8Y4hKwqHLp6YXhcihGBhwTyOtZzBZrQw6h2jsecSf//+LzLkGUVWFOo6GhiYGMIT8pHuTJluTyBYW7mc+5begVFvQAiozC7lyWPPs7ZyOWaDiTUVS2/q2OKKzN6Gw7x/5b38/fu/eNNj80p6nZ7/+NjXuNjXysGLJzAbjLz8d0/gmko1Uv1+FAGyBHazjmSHEafNQJbDSJ7TRIbdgNOsw2rQopta06AIgRCJ9ylCIKamSAxaDUatxNH2CZ44PUAw+PbttquR4PjlCeq6Jllb6n7bPkd11az8zSmEIBAMsWPvKQx6Leeb2ijIyeDOjcunA3UhBOcvtHO2qZ2PvncTyUn2m0qniUSi7Nh7krFxLw9tW09JYTZCCDLSknn+pePsePkk9925GovlavqKQBCNRVGmtiM2GPTo9XpkWeboyUYOnGjk9rWLWDS/BKPBQHpqErv2n+anT+zmU4/cRWaa+4YvNIxGPauXVTM24WXH3hM8dN9G9HodNquZcDjKgaPnmfQGKC3KpqW9l4rSvLdu4etN5z5cKTnyGu+beui6w57aWOvQ8UbmVxbx8P0br33p1VakK00nTkYmo4Ha6mJe2F/HqXMtbNuyCoNRT//gKPUXO8jLTqW8JDfxPRAgFCjMz+TPP/Pea9JrBCajAZ1Oi0QizcNqMXHfHauoLM0nGIpQsuc4X/7Wo9Q1tLFu5QIGh8c5Xt/GwtIc/vCj91KYn0X/4CiPP7uf5st9eDx+yE6fav1qZZb0VBef/fBWYrE4F1q6+MdvP4pWr+erf/QQdpsVg0GP0WAgFotztqGFsQkfd21YytHTF9l3JHEXw2DQvyty5RUhkIXM9F/qNY/7I0HiijxjfVPNjCspGFfU5FX+3m3V5FVQk3fzwfob0Wt1zM+voGdsgGMtZ1hQUEV+ai6XB7uIyXF6xwZIdaYQiobJT8lOzJTKMm2DnVzqv8zA5Aif3PgwQgg+vO49hKJh0p2pNHRf5JvPfg+DTk9eSjYv1R+ke6SXVeVLyU/NwRP0kp+SjcVonjpHJerhLyyoYtgzysW+Npp6LqHX6RkPTFBqLyI/Neemjk2n0fLpzY+8peMFiQuMG91ISvVqApBF4iJSGHVUZ9pYluegPM1KhsNIpsOIUauhod/LuR4v4z7N1PsEskjcnY4pgpgsiMoKUUVg1mlJshnIsOnZUplKVBH86Mwg5riCVhHEZCVxx/gtPA5PKMZz5wZZWuDCpJ8zxRHnrFkZyEPi1qbdamJ4dBJFEZw8d2kqkJcQCEbGPOzYe4rN62rJyUr7vRZ8lhXnULQhg5TkpOlgqaw4l48k2enoHnxVsTydVktuVhqWayqKSFIiGDEYDXzsfbeTm5M2nduckZbMQ/fdxqlzl4hEr14B32gSgctpY/O6Rfzs8Z2ca2xj8YIyNBoNilAIhEIocZmGix3UVBZhMLy5XRHfaQ67Bb1Bx1MvHqG6ohCH/XdfhGgkDRWl+eSluzjb1M74pI8Ut5Pm1m76hyd57z01ZKa54MqSSilxZ+fasUfiVZWFJEnCoNdjMZswGg0kJ9mRFUE4EkURArPJiN1ioqtvmCOnGjGbTaSnJfOHH9uGPxDEnfyKWaepr41Ol9itVyiCweExtDotWq2WVHcSToftyocz4fVz7MwFDCYzH3rfZsYmfZy72MHlrgEqS/N+7zGebZTXuNgTisAfCaiBvGrWWVG6iOfPvEQ4FsVutlGUlp8IslNz2NNwiIykVO5fdidZrnQmAl4g8TvCZrIyGfBQkJrDuc4m7l60CZ1WR313M7Iis7hoPkcvnebyUBf3/svHGPdNsutvfokvFMAXCiDLMjaTFY2kQSNpkBWFPfWHqOto4KFV27AYzUwEJnGY7Oh0OqxGtXLZXCYEyAgUrQabRU9Vpo2FuUlsKk7CF4nT740yGowhK4Jki56Xm0dw2oz85MwAUujakp8iMYMvQOg0pNoNLChIYnG2nSU5DnxRGZtJx6dX5bGtJp2RQIzxQJQjHRPsaxohEpHf0mD+ZOckB1tGuX1empo0+TabtYG8Xq/jwbvX0t03wrHTF7hjwZLpNINYNM5TLx6hpDCLJQvKXhXEx+IyDRfaSUl2kpeTRlyWaW3vpeFiB+tXLiA1JQm9Toteq2Nk1EOq++rmFxIw6fFjt5oxGq+vfWsxG3ngrjXoXlGdRqfTkp3hZnBkgryc9KttSRKhcGIGPzMtGUlKlNE8drqJaDTO2uU1GI0GotEoTS1dVJUVYLpmcawkSWSmubl3yyq27zpKZoabnMxUzCYjK5fM41xTO4sXllNekks4EiUUjpB0JUCc5XKzUrhj/WJ+tf0Qv/ztHh5+YOMbvl4icdFUmJfJwnlF/HbXKc43tbGstpIz55qJI7FueTV6vX76+yABjRfb+fxff4/EzqESOp2eP/3kNlYuujp75w+EeP6l45w6dwmvL8jeI2dJc1qoKsvDajGRl5PO5x65kx88/hL/+ePneGrHMYoLMqidV8K6lfMx6F//IkqSJMSVq4pXPH7FheYOLrT2sqK2goqSfNYur+bEuRZ2HzhLaVE2et2s/TG9YQJetRnUlWdiShzlNZ9TqWaOxWjGZUvC29GIy+Zk57l93LHwNmJynK6RXmJyjP1NR/GHgxSn53PgwnFC0QhfuOczHLx4nN3nD9A7PsjaimWcaD3LhZ5L5LizGPaOYTfb8Ab96LV6KrJL6Bju4emTO+gc6eHIpdPEFZnijAJGvGM8d/olukf7yHVnkWxLon2om4buZrbMX4fL5sJpsc/0UKluUkQRBCSJgiQjualWFmTZWZBlpzLNisOkw6DVMBqMMRGRSbcbkGWFqkw7Z3q8/Oe+Lv7xnlI+ujSL354ZJBKTsRm1WC16cpItzM+0UeQ2YdVr8YbjxIXgVI+XYCRO+2iQIW+EYFRGr9VQlGLhPfMzqEix8KOD3QTDb90+JuGYwi+P9bK4wIXbOrcmGueaWRchKIqg6VInJ882U1tTQklhNg9uXTOdNqIoggut3XT3jfDnn7n/VUGOEIk87IaLHZSX5JCRnkxdfSsHTzQgCXh8aB+3r19MUX4mzW3dOO1mqsoLrnm/oKMrkfNYWpQD16SdS5L0quAeErOKgyPjnKlvY8mCMrTX7LM16fFz6mwzSxeWM+nxs2PvSVra+9DrtHT3DfPw/RuIyzKnzl2iKD8Lo0F3XZCn1WooL8ml8GImh0828sBdazAa9BTkZpKZ7mbS4+fQ8XrqGtpYUFXMHRuWzq68agleuRGQANBoWL10HmOTPp7bc4rMDDdC+d3BnMlkZP68YrbvOcWJcy0kOW2cv9hJYXYqlaV51x27AOw2C9XlV2e1JY0Gl8N2pWNIQDAY5oldJ9BqtcSDQTQSfOj+27h9/ZJEkK4XvO/edVRXFHC6vpXT51s529TJkdPN7D96ji/+wfuYX1V800MjhCAai3OirplgOMaSBaWEIxFKi3JITXZw+GQTH33fputy6eeqmBwjEo+quz6p5hSDzsC83HKaei/hsiVxsbcVq9HCX2z7HFaThbr2RqpySki2uWgf6iLN4Z5OmdlQvRqNpOHAhePE5DgFablE4lF21O0lHIsw5p8gGAnRNz7Iz/c/iT8S5OO3vR9vyM/BCyd4YPmdNPW00Dc+CCR2TpWQmJ9fyfHWOi4PdTPfbGV91YoZHiXVG1EStQ3QaCQMei3CqmdjvpMVBS5ynUZyk0w4jDp0Gimx5iscZ3/bOPsvDDPijzEZieO2G/jKlhJ+fqqfaEQmHJX50OIs1hUnE4orGDQSOo2ELxznXPckz54ap308hDciYzJo0WklwgKCSJiMWoqm8us9UZn6QR/LC5I42DLGmQ4Pb1X4IAGXR4McvDTKtoUZaGdTXPIuM6sCeSHA4/Wz7/BZonGZx57eS211CZvWLCLJmQiOfYEQO/edYdPahbhdztdIqUlECnFZJhqN8fKhOk6evcg9t6+kpCCbw6ca+c3zB9m4eiFxWU6UJ3wFWVESCdY3EXUoskI09uoFJEIRxOJxhkcneWHPCbyBEJ965C4AHn92P794cg9bNy0lFotPL5h6JaPBwNoVNTz53AEud/RRVV6ARiMRicZ5/qXj9PaPMDgyycKqYvyB0NSi33fuh2a6EriYSq8XieNWFIVoTJ5KXXnFV02AO9nJA3eu5kx9G795/hCyrCQunt6ATquhoiSP7Aw39Rc6SHZY6Bse544NS3ElOa47biGgqCCbv/iD94EkpvoqYTIarq61AJxOG3/2yW24kx18/9EddPUMsay2nLRUFyAIhiJ4/SGqyvKprS7lPVs9dHQP8evt+9i+5xSHTtRP9/tmR31i0sepc81EwhF27DnO8VNNhCJR/P4gY5MBWjr6WLaw/Hc3NIsJIfBFgwSjodf8jqvlKFWz1ZqKZTx/Zg8uaxJDk8OsLl9KVXYJX3vy21TmlGIxmlhdvpR5ueV87clvYzVZKMssorawGl/Iz8sNh1lVvpjLg5387RP/zrc+9FVOtp0jLzWbYCQEwL888lUeXJ74nRCMhvjBS48y5pvgtqqV6LU64nIcg06PN+TnX7f/P5AkHlh2BwadkSSLA512Vv0aVwGyIvAIsJl1FLpMFKVaKUmzkusyoQHG/VFa+r0cuRzjT9cXoJ+qJCMLeLltnBMdE1gcJhZl2km1GqjJtNE06Ke130thipl5OU52XxqlZyxEKCoz5o/SPxmmfyLEYEQmyaKnLNXCwhQLBW4L+clmsh1GTDoN/qjMgDfMqD9GMCojFGgbCyVy2d/isCGuCF6oH2R1STJpjnfXJoezyaw6AyTyzSEcidHc3kdFSQ4VpXk4HFdn44+ebiIUDrFuRfXrB6sCAqEIz+46Rqo7iY++7w7yctORgC3rF1Ocn0nDxQ6isTiSJKEoCuebLqPTaakszb+2mZtyJSCZ9AQ4cfYC61csSOTDSxL1F9rJSEvm4xuXYrWYEELwuY/cw7M7j/H9nz//hlerkgRZ6W5qKgp5+fBZSoty0Om02K1mHti6hvFJP08+t5/Htx/CbDayatm8dzQdQ5I0pKW7kHQa6psuMzQ6gdlkpLt3iFPnLuFyWplf9dqbsVSW5fOHH72HP/uHHxGPRG/gPCKRl53OytoyHn/uMCOj44CGjavmX5eWlHglKIpCOBLlugWWisBmNU0/ZjDoqaksoKq8kGhM5qvf+gW/fGoP86uKcCc7OX3uEn//f59g86p5fOT9W3C7nJQUaikvziG668R0+tTNfl8URXC+qZWWzgFsdgvDgSiD/jEkCWxJTjw9A7yw5yQL5xVjnGNrIF4pJEdA+9qLnoRIlP6caa+8yLhyfnmti4/rLxjFda+VpvaTeD2vfP71Pue12pnrd2bmGq1Gg8NiI8OZymTAy5FLp/jmM9+dWujqxmV1EoyEON/ZhElvxKgzEpVjWIGG7mbMRjO944OMeMfZPH8th5tPsalmDQ3dzczPr6QoPZ/lpbVXP1DAgvwqfn30ORq6mxmaHCXZlsS5zib+8I6PsrlmDYcuniQci2E2mFlVtnjGxkZ1lQIEJYksh4GMVCuLsh3UZtnQSRKeUIywEKzOT+JXJ/r4zal+4rKCkODepdkkm689twvmZ9pJ0msIheMoApIsenKcJr61px0lLrhnQToXhwL86+52olGZmEYi05743Ier01hbkESG3YBeq6HPEyYaVyhOsaKR4Jn6IZ4+P0jbcACjYHot2ZX4461elioBFwb8/PpUH5/fWPSWzfarrjerAnkhBHariU89chct7X1cbOvBYbNgNBoQwKTXz5n6NrasX4pOq3v9Ba5TpQ+THDY+/tAWUlNc03XW9TodpUU5ZKWn8NSLhxJBhCLo6R/BbNRTXvLmFxcGw2EutnSxasm8K11h5dIqHFbL9AZRkiRhNhm5d8sKzGYTew/XvWEteL1ex/yqIhqaO2hu62ZeeSGaqU2hDh5vxGm38ckP3sHCeUXv+AyNRiOxefUCdu0/z67D5xibWmPQNzjO5d4hHrp7DQV5mdOvF1MLciBRN3/5oiru3bSM3+48jnxN4CJEYiX+tbGMJIHVamb+vBIe236I3sFxKssKqL4mPer/s3fe4XFc57n/zcz2Amxf9N4BEmDvvUqiereKZV9bcsnNTWQndq5lO7GTOM1+HDtx7CSylSs5apaoToqixE6wk2ABCRIgeq+L7WVm7h8LgoRYRMkqpIP30SOAs7NnZs4czLznO+/3fnAu+1/l2MkWvvHDJye0Oau6hC/etyq5j6JyTtEjSSJzppWyaE4VW3cc5p1tB7nr5iV4PTZiwLNv7OJ0cxeZXifDvgB1J5vJz/Iyb0YlRmNScpW4DKFXUZEV9dzCACpJi8xde48TjMr86aM3sXrJjLExLdDRNcA3/upX1B45Q1tnH8X513dlRFVVk75kl+gcWZWJyx9OmynH44RGRjDZbEhXyFG4WiQSCcLhZIRUFEU0Gg2SJKHRaEgkEuP7xMdW3UwmExqNJimPisXQaDSIokgsFkOSJKLRKLIsI0kSOp2OaDSKoijodDq0Wi3RaJREIhlIMBqTlomRSARZltFqtUiSNO6IpaoqGo2GeDyOTqebJPOfMuaXzGQk6EMraRgMDNMx2M2C0pncOnM1HYPdGHQGREGgIivp2CIKIr6Qn8oxV56m3lbmlc5kWdUC4nIcrXTxePWF/OO/ayQNxen5SKJEmt1Dx2AXt85azR//5nvEEnEeXfkA/f4hXFYHnjGbykl8dtDqJIoyLHxudibZKQZ2to5wsstPS0+AFKuOIoeBfKcZRVHp8UWIJxQEAXQ6DVl2w/h7XwX+eU8Hb9f10u+PIcoKVoOGu2emE1JV6ttHKXQaWFbqYsOZQWaVOKhym8l3mcixGUi36ojJKnaTlrMDIX5X18OepmHCkQQFLhPzip1UZVj4/o3FHGgfZcuZQVp7gwTDCVDVTywhVVFhy6kBlpe7qciYzOf4JHBNEfkRX4AjJ5qYM72M2dPKmFVTinRBFO/IiSZUVWXG1CI+yPvFbNIzfUrhmDxiYrQrKa/QXhRVU7nSYFZJJGR6+oZx2FMwGvSXn0ioyWjruUOqqorJoEc3RuIvPBeTSc+KRTWMjPpJXELmcyFcjlSqKwrYtrtu3NveYNCxbtUcREEgGI7Q2NxJVoYbt9N2xbY+TgiCQHlxDn/3Fw/yk/98lYbGNsKRKG6HjUfvW8Pn716VlL2QnEjl5aSDKI27xzjsVr50/xqGAzEy3KnotMlJWqrVQkVpHtmZXgTx/DjQSBLVlUXMm1XJwHCQFfOn4HbZJtxPW6qVminFDPsC+MOR8e2qCtF4InkuWg0VpXkkYjHMJiMC4HHZefS+1TQ193C8oZU1y4KUFOTw8+9+kSef38yJU83UHjmD1WSkIC+dL9+7kvmzK5FEEbPJSGVpPjlZaUiSNH4+ggBmo5GSolz0eh2SJIGqEgxFCERklsyrZsXCaWSlu8fP02lP4Y4bF7P9QD1tXf3XPZG/HFQ1KWX7MEReVRRaDx3m4LPPs+DRL5FeVjphfHz4c1A5ffo0Tz31FENDQxQWFpKXl0dubi5z585l06ZNANTX13PmzBl0Oh1/9Ed/RElJCdFolOeee46FCxfi8Xh44403KCoq4u2336azs5PS0lJmzJjB66+/Tk9PD5WVlaxZs4ZNmzbR2tpKNBrl9ttvx+Px8NJLL9Hf38/ixYuxWCwUFxfT1dWF3++nqqqKo0ePsm7dOqzWyZfhpwm9VkeBJxdVhZ2n9nLLzNXkuDPpGOrBoDMwMDpIKBpGEkROdzXR2NOMK8UxoUhTc1/bJdvWSRr02okVup0WO2trlgHJFUWX1UmazcWyqgXYTFZOdp6hMqeU1dWLP7mLnsRVIxpXUBSYmZHCUDhOOKEwv8iJRoDTPQF2dvgRRJFcu2G8OKEoiTy8IJsHatLGZTWqqmIxarl7ThaKCmaNQL5NT5HDxOOvnEJSVW6pSScjRc+87FRuKnFR3xvg5cM9zM2yMi3Pxt++18z9U72sKLQ0u2kAACAASURBVHPzxblZVGel8HJdL9vPjnC03YfNoqPQbWZpmYvvrimiezTKplMDvHGiH21MRhI+/rJ8AtDrj/FmXQ9l6ZaPpXjlJCbimiHyiqLQ2NJJY0sniqJgtZiIxxPMm1mJIEA8kWBb7VEWz6lCfxXe2omEQnfvME0tXRePTDVJKC9a/lYvGTAEFUZGg7z57l621R6jrDib+25ZQnqa67KD/lzb59rzB0IMjfgvPm8VwtEo0Uj0itcDoNFomFpRyIEjDXR2D1CYl4EoCIz6Q7z29m72HzmFJEmsWjyNG1fOG/NK/3QgigJTyvL4+Q8eY3DIRyyewGIy4LCnYLggQTglxcwj96xEkWWsFtN4fxQVZPOTJ76QlJWYk9tnTyvn34pzMei1E6QlggA5WR7+6btfJiErmI36i5xjqspy+acnvniRAFuFMatJPUaDnr/71kOoqkqq1YwgJJONplYU8MzPHgcB7DYroihQXVnI3307k2FfgNFAEL0uaVOZmmJGGiORZUU5/OsPH0Or1WA2nS9MIwgCBXkZ/Ojbn0cQhOSkQRDwuux85//chyiKF9lvGvQ6Hn1gDQ/duQzrVVhzXtMQkgVoVEV5v408ALKqEFNiV93cUFs7u375HzRt3Y6ruAhnbg5680cvBy4IAgUFBdx+++38+Mc/5tZbb+Wtt95CVVXmzJnD8ePHATh9+jR333031dXVOBwORFEkHo+za9cuSktLsdlsHDlyBEmS6O7u5itf+QpZWVkcOXIEo9HId77zHZ5//nm2b99OT08PjzzyCIODg2zevJmKigocDgdf+cpXSElJ4eWXX+bo0aO0trbS39+PIAjU1dVx4403fuTrnMRHR3VeBR2D3ZSkF9I+2MULu1/n5hkricZjVOWUcqDpKMsq5/Nvm/4fq6Yupvb0QZr72slzZ5HlTEcUJV6sfYMvrbgfnUbHu8d2sLxqIa39HfT6+ukY7KYyuxRfaJQ+3yB3zrmBEx2ncVkd+EJ+3jr8HpmONDJLZzKzoJoMhxeL4aOP+Ul8PFCAonQLf7YyH71Wor0ngKyo7GgcRKeTmJaZwtISJwlFRacRSTFpUQUwWHXMyElFK50v5NTmi5Jr0jIUihOOywwGEszNtHKoY5S6Vh+zc1JYXOKkxxfl6y/W8/npaXSHE+xpGMQuCZRkWGnqDvK21I/HqmfD6UHuq0njV3dX0tAf5JlD3Rxt87G7eYQ9jUM4rDrmFztZWerkwVkZ7GweYevpQc50B1BiCTQfI+FOKCqbT/Zzc006ZenXh7Pe9YRrhsjLisKIL8DxUy20dfRjtZhYOn/qOAnv6BogEAgztbzgg5eWVQgEI7y3+yi1h05dMpmuIMc7pqkWEEQBhy0FnfZ8FDUZ709qVFvae3njnVqi8QRf/8It7DvcwL/91xvcuW5RUtLxvvPR6TRkpLnGVhNURFFg7+FTHDx65pKz0Vg8gd8fHC+MdDkIQtJbPs3r4nRTOwW56QiCQDAUpm9ghJrKIrxuG4qiEg5HsFrMn2rV+6T3vxGr2XjB1omdLwoClrEiWxfeR410nsye267Xa3HpUi55vyVRxJ5quaidc9BqNKRaL/+iO0faL9WGRiPhcSUTXc9tFwUBs8mAxWwEkpFzVZ1467VaDU77pc9Xq5Fw2KwTjqW5xLYLYTYbMZs/3cTlTwICAuF4dLzK5fuhohJNXEWlQVUlODzM1n/+OWd31RJTZI6//hZFCxeQNaXq94rK63Q6nE4nBoMBu92OIAg8+eST7Nq1i/3793PPPffQ3d3ND37wA9asWcO3v/3tcT18b28vP/7xj7Hb7XR2djJr1iyOHj3KN7/5Tb7+9a9jNBrZu3cvLS0tuN1u5s2bx8aNG3niiSeQZZlly5ZhsVj4zW9+w86dO3niiSfIyspix44dBINBQqEQu3btoqKiAoPB8MEXM4lPBAvLZ7Pl+G46h3pYUj4Hp9WO3ZzK1hO1rKleQo47k4Xls1lWNZ+3Dr/H/NJZxBNxdp8+QEl6AT9++HvUd5wmEAny8OK7aOnvQBDgpukrGA35MegM+EKjDPiHqcgqoXWgk0xHGosr5tDQ1cTMwqkEo2GcFjvLqxZ81t0xCSDVouWL87Mo81ro88cYiSSYnplChcfCwS4/dV1+AlGZQocBrSQwLcfGlp4Q31qUw9S084T2aE+QH21rZTCYdPbSigIlHjMK8GJdD1ZJYHmFG49Fx0AwhqLCcCBGqkmHCAyE4kRiCqIAI5EE4WiCzSf6MQlwc3UaR7oDfG1eFur8bBr6gmxvHuZgp59tZ4bYcGqAHLeZP16QxR1TymnoC/Fe0xA7zgzRMxBCh4r0e76DBGAkLPPsnna+eUMxVsM1Qz3/IHDN9KYkSsyfVUVWhof60634AmHKi3MQEJBlmboTTZQUZmO3XcWysgApViMP3rGUmdVlXCrOLggCG7fsB1QkUWRWTSkIjBNtQRCIJ2TqT7fy8oZdlBfnsHrJDOypFgpy0tm9/wT/vX4rqxZPY96MckRRRBRFUJNR3JtXz8No1AMCiqoyb0Y5c6eXcSlmPTjs58XXtlwV6dZoNFSUZFO7v575s6pITTHjcqRSVZpLepqDgpxM4onElaU/nyouPonLEdNLbb8Sif0ggns1BPjy5wJX8n4/v8/VH/Pjvr7rCeF4BDmRuHTxXwGi8gdH5KOhEHWvvs7xNzYQiSVXsAZON9K0ew/e4iJ0po9v5UIURVasWMENN9wwroVPTU1l6dKlLFiwAFEUx5NR7XY7K1euJDs7m+effx5VVcnOzmbVqlVUVFTQ3t5OVVUVN9xwAzt37qSxsZHMzEwWLFiAz+djcHCQWCzGtGnTWLRoEdnZyerEJ0+epKamhoyMDDZu3MjatWvRfgz5AJP4aEg1WanOK8eo07O74QADo0Nsr99LvjcHfySIPxxgYHSIw83Hae3vZMOh97hx+gq8qW6OtzewrX4P+xoPIysKN01fgVlvZMA/TFVOKf+y8Smqckq5ddYa9pw+xILSmeS4MghEgvz1Sz/j3nk3c6anGYfFxq2zVn/WXTGJMcTl8w80s17CpBN57lgfHSMR5mSnsDDfxkAwjiiAXhJZXupkUaGDVKNm/O2iqpBj0/ODlflIooBOEjBqJJwmLZsahzjc6iPXZmBZkRNJFDBqJbwOI3qDhgKHgbCq4o/JJOSk9j4Sk/FF4giKSsdIhB5fhF/vbKVzwMUX5maRkarn8cW5SIJAhy9K22gUCajwWkjVa0g1SNxXk8bdU73sbvPx7skBmnsDxCMywhXlx1eGKMDOpmGWtoywtOzyaoZJfHhcM0S+pb2HvoERpk8tprQoG1Q1SYyBUCTKwWON3Hnjwgma+StBEAXsNitpHvslP4+POdacg8GQlH8oqkp5cS6xeIJN2w6y+8BJ7rxxQdI5ZEzjbjUbxyrKunj2la2cburkhhUzWbVoGqIoIoniWOT2vC2j2WzEbLx0NE0QBDQa6ZKfvR+iKJCblcbOvcfp7h0gNcWMyahn8bxqRFHAZDQQi8WJJxJo32/5OIlJfAZQUZNE/hLVWwUBVEEl9gEaeTme4NQ777Ljp/9KNHZehhZPxDj55lsUzJ1DTk31B06GVVUlEI2j10popfPSs3OkPBqNJpOsZZmMjAymTJmC0+kkEokQCATYvHkzhw8f5lvf+hZTp04d/25+fj4lJSUYDElHqq6uLl599VXOnj1LRUUFhw4dorm5GVEUueGGG7BarSxcuBCfz8czzzyD3+/nxIkTdHd309bWxl133YXL5cJms43LePLy8v6gJnfXI/I9OfhCfmryK6nvaMSkNzIluxRXioP/2voiFVkl/HbnerqH+whGQjz53rM8vu5RhgImsp3pZDvTcaY4GBgdomekn9KMQv7s6b9BVVRa+tvxh4Oc7WvDsuctTnefZXnVApZWzmNXw36qsktZVb0Yo25yVeZagKyqzMizUZOZQkJRefloLw2jMW4vd2HWirx0OunlPsVjIctmYHfrCC83DPKzG4omPKbeaRpifV0vPUPhpNmDAGl2I/+4roRf7W5Dm1C4bVoa3pQkR0kxaHjqrgpkVSUhK8yscKOJK5j0Eik6DXFZZSSczAMbCsbRSyIuvYYTPQG6RiL81eazWDUi31lTSCyhkKITmZOdikYUSCgqRq3Eib4gBztG0Rm0PL48DwGBbWeHee9kP029QczwkRxogjGZN+t6mJqdgtN8cU2eSXw0XDNMT6OR2F/XwL7Dp1i1eAZF+RmIoph8KfYM4PeHxiP0HwaXffFdwbpSp9Py+ua9KIrCYw/dQH522vikIvldkCSJ8pJcvvbIzWx4dz+/fnYTD96xfELpo4s0+MLFZ/9RXPccNivpXgdnmjspK8lDACSNxO79J6g70cSZ5h5uXD6DW9bM+9Re/Kp6Kfu8cz/fl1R8mWueUMzpXI6BemFbwrn/xqEoKoJw+fucTGLmAxNsLkxMvvCcx/3mr3De545/uWMlvfVVBPF8UtOEtsavSZgwLN9/LtcrVFUlnEi6tnyk7ysKrfsPsPPf/h3f8NBYpdyxzwSBvtONNG7fQXp5KdorSE8UVaVtKMDG+k6Wl6RR7LGNDyZBEMjLy+Pv//7vcbvdPPTQQ+PuMY8++igA9957Lz6fD1EUyc/PT+Y7mM381V/9FS6XC4PBwDe+8Q0sFgtTpkwhHA5jtVpxOBxMmTKFeDyO3W7H7XazevVqPB4Pqqry+OOPo9frWbhwIfF4HIfDQUZGBt/73vcwmUxIksT8+fPHI/WT+GxRk1dJMBIi4AphMhhp6e9kx8l9fH3tI6zft5Gvrf48rf0dpJqsvHFwM8/tfo27565ja30tDyy8jYHRIdoHurhjzo38w2u/YEnFXKZklzHgH0IURO5fcCtPbXuRBaWz8KS6GA76mF4whTlF00izeT7ry5/EGCKCwLpKNzajFlEUuH2Kl8bBEK+d6Gf/QIivTU/HF47TE4hS1+7jxSM9PDA3e4LVdCSh8Gb9AH0jESQBdBqJhAhLip282TBIR3eAApeRm6emIQlC0u0smkAjCljGAnX/flsZMVlNOrIV2DjW6UcURfQakXBUxqgR0eklwuEEMVnBrhU53ROkbShMW1+QZ0708+t7Kkk1avFHEzQOhognZO6a4mHH2RG+8cYZ3GYt91Sn8be3lNIfiLH+aC8n232MBuOoinrVtpUCcLh9lD2NQ9xUnfax35P/qbgmiHwsFuf02S7CkTjHT56lqb2Pb3/tLtI8DgC6+4bITHcmEx4/wfdYIiHT0NTOq2/XkpXuYu2yWbidtstyflEQSPc4uOeWxWzZVcdv17/HsvnVLJhVcckKsB8XJEkiI83F2ZYuFEVJJluqyQJMiqLgdlrJzfKgKCqS9Mm/+FVVZdvuY2ytPYqoEQEBUYRMr5O508vIz07DYNAhKwp7Dp5kS+0xVEWZsEin02q4eeUsKkryAJWhYT97D5/i8ImzKIqKyahnVk0xM6YUj/nwQ2NzB6+9s4/8HC83r5qL9n2rGvGEzHs7j3DgaCP33rKIwryMSw4fRVEZHBpl5/4TnDjThqqqZHodLJ0/lZwMD6OBIM+9up2B4dGxC07+EITk/6rL81g8dwq79p2gobmLW1bOpmjMZSYcibJ991EOn2zh/lsX4XU72Lz9MIfrz4Ka9EmSRIHy4mxqKgrIzfIiSSKhcJSX3tzJ8GiQ+29dgtuZ+nHftk8NKqCgjk1MPtx4VFWVgZZWtv7053SfOj2BxJ9DNBzm1KbNlK1aQXp52SXJrqJC26Cf9UdaONYxiFkrkJ5qwmo4/3eq1+spKEjWO/B6vePb09LSJvy8EJIkkZeXN/7v7OxsAOz2iSuBbrd7wr8vdJ7Jzc29ZPs5OeetcN/f3iQ+Wywom4VJb6S5r40THWdId3j59XvPsXbaMho6m8hxZeCPBKnILibN5iHd5uGP1j5CtjOduJwgGA1Te/oADy66g9b+TlRUHlx8J7/c9DR/98q/csvM1RSm5bCr4SDTciuZWzqdbGfGZ33Zk7gAoqrijyRQgUhc5ql9ndR2jDIvJ5VHa9I42uUnz27gROco7x7rx2rRsSQ/dYLdpD+a4K6pHkKxZERdrxFJt+hI0Us89sIJtAIsrfRgNyapWkJWef5oL8e7/Nxc4SHLZsCoEcixGREE+OMleZzsC5Jh1bGrZYTW/hCqqpJi1NDujzEaSU4CInEFfzhBWoqOtqEIZ3oDCBoRl1lHOCYTjMr8dEcbSwrt/GhtIbubR/jFthYMGpFpOancUOHmnmlpnOkLsbNpiDOdo0Si8vnikFdAMCbz0sFuZhfYcVsni0R9HLgmiLwoijjtFqaW5zN/RhkuR2pSCy8IJBIynV0D5GSlXT6K/pFxPiwaicaoPVDPe7vqWDxnCovmVI3Lba4EQRCwWkzctHIO6R4Hr26qpaN7gLvWLRy3V/y4IYoiHpedo/VNjPpD2FLMGAw6nHYruw814LaZ2br7CHk5adhSPvkMcUVR2brjGP/yX6+T6jBjMOiRZRk5IZOZ5uLL96/mjpsWIkkSew6d4hdPv4VJp0Gv14/fAaNBT0VRJmVFOQwOj/LzX7/KK5v2EApHMej1hKMRUl4y8aX71/DQnStIsZo429rJr194h4UzK7hx2cwJRF5VIRqLs3n7QZ5+fReVJTkU5qZfcgx1dPXzw395gZ21dcgkE2njsTgbthzg8S/fhttp46nfvUt37yACalLrLQhJG0lB5K61c6muKGDr7iO8+u4hKgozKBwj8pFIjD0HT/CrF7Yyd1oxqSkWdu89yn+9ug2zQY9WqyWekJFEkexMN9//k/uZO70cfyDE869vo61nmIWzKq5bIn+lwkgT9rtMOa2Iz8eeXz9F8779yFwmWVYUGDh9hrO1tbgL8i+KyqtAx5Cf3x1qpr5zAFmWOd41zMxcD2VpH+yANYlJXArT8qsw6PRE43HaBjspSMvj+V2vcefcG9nXeISpOeUsKpvDm4ffw5vq5ljbKRq6mvAFRzHoDGS7Mlk3YyUbj2zlb1/+OQvLZrOkYg6CIJDp9HK6u5mpOWUsn7IAp3VyInctQQUybAZm5trQiALhuEqWVcd3VxSws2mIV+v7uavSzSuHu6lr8ZEA7q/2UuA8n8fTOhTmT9afpLE/BEACSEgiP721FJMkjvnGG1le4sQXTmAzahAFMIkCO4/3s/PkAJJWosRp5M9XF1KVbsVl1rKkwI6qwhOri/htXQ96nQa7UcupmEwoJqOVRGRZYSgYo9hrIV0nseHMEMvybdT2BMiwGxmOydxd5eEv324ky27k64tyuLnSzX/v62LT8T5eOdRNUbqVVZVufnBTCV2jUTaf7Ofd+n5GgzEE5fJ0TQBO9QV551gv98zJRvMpBBv/0HGNEHmB0sIsyotzkoVVBGFcZhEOR+kfHGHJ/Go+yDv+SohG40RjcayW8y4gZpMRo9HI4PAor2zYxfBIgAduX0ZxQdZVa/HPQZJEZlQXk5HuZP2GXfz8N69xz7pFSBqR1JQxa8OxfUORKIqsjOvoPywEARypFgKhKENDI9hSzAgIpFjNfO2hm0j32nE6UkixfIq2hRoBi9XII3ct57a1C4jHExw71cy/Pf0mTz73NvnZXmbWlCIKYDMbeODWRdy8ZsHYfRYQRZF0r4OELPPO1v288NZOphRn8eXP3UR6mpMTJ5v5z2c38KvfbiA3y83aZbMBAb1GRCMKl35qqCAIKiatdNmHSiIhs3XvMd58dx+r5lXy2MPr0Ot0vL1lP8+9vp1n12/hz75+D//0f79AOBqjp2+In/zqZdLcNr70wI2kWs2ke+2YjHpEQUAnXSCJGTuGIAhoNeL57aKIWa/nm4/dwbyZFYRCUd7eeoDfvbGdf/zly/zib76KKEloJRGD5vp/yF2xcuuYj3wscXGyaygeY2P9UXbV7kGvylzpbz8SjXDkhfUULVyIt6R4/G9cUVXaBgM8u7+RMz1D47UaekYC7G7sJtdpxaS7Jh6Dk7gOUZ5ZjDfVzVuH3yMQCVLgzWVb/V6WV83HrDdi0Or5/l1/SjQe5entL6GVNFRmlzASHMVmTuWxX32b//jKP/Dku8/y6y3PU51bgdNiQ1WhNKOAVVMWo9VMJjhfaxAAfzhBfU8At1WPUSvhsOr56bYW8hxG7q5085ud7bT3B0GFO+dk8sXZmRg053lFOK7wyJwsIJk0G5cVUo0apnot/PFrDRiB1VUe8h1GXj3ex4piJw6TlpUlLnY0DXGseYRENMGZLj9/9tJJZhcm3bbum55GvsOEN0XHny/JRVHhvpkZqKJAqkGL06RFVKF9JMLcAjtpVi1nOv3cXO7inZYRHrQZiIfjbB2J8N3VhTy1q53//Xw9y8qcPDgjnVurvbx2tJetJwd48p2z/Of2NlaXOVlc5ODOmjRO9AbYeWaQE+1+hv3R8f66EKqi8ubxPuYUOSn0TNqo/r64Jt5gwyN+fvfmTsKRGDmZLmZMKSEny4MgCMRicfqHfNhSzBfZ/V0tZFmhoamdY6eauefmJWg0GjSSyNwZFXR09fFfz2/C6Ujh/juWk+5xTNBqfxiIokiG18nDd63i7a0HeOqFd1g2v5obV8zBoDsf3d9/uIGhET+33fDRLcT0eh32FAuBYGTs2AL5OWl4XMlCUL7RIPGEjF73cRddvjxEMemNXlGSiyAKFBVkcryhhQ1bDnLs1Flm1iQrHQqigMdlo7QoO7nMKCQtCiVJZNQf5OCxRrSiyLoVc1i2sAaNJJGX7cVkNlB7sAGz0XhVyQVXEwuWFYXBoVHi8QQZXgfF+ZnYU61kZ7ipKMnFYjHisKWQkeZCURQaGtvR6rTYUy0smFWB1+1AEAVGfIEP1VcqkJ3hpqosH1VVSfc6aGnpoPZoM40t3ZQWZn2q1qGfFAQBovEYkURkLLN14ucqIMsJ/NEQiqqOLzsnZJl97c1s7G3FP2cKmR1daMPhy/aJKggMNjVytnYPjpxsdEYjiqrSPDDKq0daJ5B4ABSVhj4fHcMBir22P4SunsRnBIfFxgMLb+edozuwm1Np6mnlVFcjCVmmzzfAkoq5+MMBHlh8B1uO7yLXnc1vtv6EX375R/z49V/x3K7X+Orqh0l3eDnaUo/NnEqhN5dp+VWf9aVN4goYDiWQE8lnij+aYOvJfm6tdKOoKr/a2kLvcIRzqV1Wowb9WHBQVaF5KMyWpiHaRyJ4LTpKPGbSUs1M9Zp56UQ/p9t8FDmM3FTlQSuJJFQ40OFjeZETl1nLD24sYV/LSDL5tC/IUDDOproeAPY3D5OaqmdRdgqfn5OFRa+hKt3Kd1aZEIVk8GrL6SEGwgkseg1Oq55jXX76AzFuzLPx9IFuvrk0l5eO9LCpzceXF+fyTG07u+v7OdTm48YpXj43O5O1lW5+d6CL/WdHeO9oLztPDZBiM3JblZuH52Yjz1KpPTvMlvo+enzRZEXbC/rv7FCE7Q0D5DhN40WxJvHRcE0QeYvZxPKFNYyMBhgY9I1H71QVAqEIeq0Oq9n4eyhrVPyBEF09A8m2BUCFoeFR3ttVR2lhFjcsnzVm2Xj5g5zzjb4SklIbI7eunU+ax87bWw6wdEENuVnnk5T6h0bp6RscI6Mf7aJMJgMeVypNLZ1UluUjSSK9/cO8u+MwGklkf91pHrh9OdOnlnzo1YXfD+ej0Qa9jsw0V1JDGImNz8LkRII9h08RU5Izc1Dxuu2sWFCDIIrE4gkMOi1pbjtajcTIaJCe3kHysrykeRykj5HnjwNajYayoqSt6dvbDiErsHBWJVUV+axdPgu9Xnf+Dp2bSI6R0eTKkcjVTRkuhgrjpbEdNitpHhvRRIJgOPIHQeLPIRSP4I+FL1ULCkiS9mA8hKLICJIGUGkc6uO1hqMMhgKoJTmMTC3Ftf8ognr5hNloNEb9G29RMG8OaaWltA74eeVICyc6Bi6qmqyiMhyK0jkSotCdOiEBbRKT+LAQBIHV1YvpGelDQMAX8tPanywI1TXUy9m+NjSShu31e2noauKv7/sz/ubln/Hw4ruwmi00djejqCoV2SUsKpuN1ThZNOdahyCAPyozFIpjN2p4dHEee1uGeXJHGwO+KKKQLBhVkGbhtkr3eL7acCTOj989y8HmYTSKSlyFgKLiTbfy9D0VvHykBwuwaoqbjBQ9ApCZqueZ/V00DUVI1UvcUuFhXZWHm6o8nB0McaR9lE0n+znW6mNkJMLwcIS2Dj8gsLbCjcOsxW5MruwsKnXxQ61EfyiO1aDBk6In1urjZHeA26Z6eOZgN5vPDHHv9HS+9VoDBhUeXZzLv29v5VSXnxd3t7OzaYivL8zhz9cUcazLz7P7OznZMcpAb4B/7vbzitvI5+dk89jCbG6t9rKraYh3Tw1wunOUSCz5DFcVlTeP9TE7305lVspncg//UHBNEHkVFbPRQIrFRGFuxnjFTxVoae8GAWypv2dZ8vepLxRFJSHL3LJ6HnnZXs6c7cRqMZGd6bkoaRJAlmV6+kdoaGwnw+ugIDcdne7iJU9FUegf9NHa0UtlSS4Fuek0tnQhK0pSU83Hw9EkUcSo19HTPzTughIIJgtDRaMJKkpyGBgeTSbDfqpE/jwEwKDToqpq0u5zbHsiLnOwrpETZzrH5zIF2WlUFOeQkeYEVNSx4K2qqtTuP85Pn3wdfyBEXFa5fe0c/vTLt38s5yiKAovnVPGT73yB517ZwrY9x3nzvf2kWMxUV+TzwB3LmDezEo0kJt1pPoQv/tXiwiJkE3+5/qGqEFPixOQYXJbKQ0JVUFCRVJUev4/fHt1P2/BgshqsRsPowhkY+4ewnm1FvZxDkSjQWXecU+9tY8Ro44W6dpoHRpDli8m/JElUZTqpyrBfcgXu3KT9/ZP3D9o+if/ZSLN5uGf+zRxpOYHFaCKWSNDS14YkCLxxYDOiR8CEiwAAIABJREFUKOIL+Xnn6A6m5VfS0tdBvpRDvieHOcXTJhNaryNYJIGfbG3FZtExN8/OS4e7eW5/J0pcGSfxlVkpPHFTMTm28zLaFL2GJ24oIiqrKIpKXEkWXHKak77xzV1+rBYtt01NS8pGgRKniT3toxw+PcjU3FQW5tk41hNlMJzAKImUpplZWGhn/ZEent7dgSIrqLLCM7vbee5gFwVuM99ZVUCBO6lsWFzkRBSSz+dH5mUTi8vsbfNxa3Ua83JT2VjXR4nLxB8vyuWft7QwGIrz/XWl/Ou2ZnafHmKwN8gTL5+kJCuFxxbl8rO7KznSOcrJdh9mk47idAuFThOSIJCRoueumjRWl7n4jz0dvH6gm3g8mRjb6Yvywv5OvuUxY9JdnQX3JC7GNUHku3oGeOqFd+gbGMFhS+Frn19HZroLEAiFo2OJheLH96JUVTQaiSnlBfT2DfG7N7bT0zeEJElMKc9n2fzqCa4zqqrS1NLNxi37MBr1HDl+hhlTS1g0d8oEW8pEQubIiUbe2Z6Miu/eX8+aZTOZN6MC3Sfg6a7RSIQj8XHJUXaGh6qyXBRFxe20k5vluWp/+k8CKirhSBSBpE/+OQqn02m5bc1c1q6YwznLRaNBT26Wl0Riop+4IAiUFGbzhXtWcKy+iRc31BIOhT9Wsms06Fi1ZAY1lYU0t/XQ0NTO7v0n2LnvOEPDPtI9jnEXmitjYs7+OTtK9YJViktBVc9F5y9o5g8JqopyhRsmjM2yVVVlMBTktYY6TvV2oZzznVdVEnYrw/NqMPQPog0EL9taLB5l8+sbiGm89EvmS1aTFYAch5U15Vk4LQYEkhP1UCiE2WwmFoshyzKiKCLLMkajkUAggMlkIhKJjNvimkwmwuEwoigSCoWIRqNoNBpMJhPBYHD8u1arlXg8Tm9vL2azGYfDQTSa1I6GQqHxMW8wGBBFEbPZTCQSQavVotNNei1fj6jJq6Qmr5K6lnqsejP9/n7icgKnxc5QcIR4Ik4wEmJ20TQKvDkUpeV91qc8iY8ASVFpHghxuM3H7w71wAXyEYNBw/1zMskfS3BVVegJRNnTOkL3SISEAgaNiDBWxTXbpueFg10oCYXFpV5URSUcVzBqRVIMGqalWzjVPELrUJgHnz2BEoqhKCoiAqpGIM1uZFWxHaNRQzAwlnOkqMTDCepbfXzj5ZOsrfLQ5otSk25hbUXSOrPQZeLba4vZ2zqCXiuyqMTJyd4gLx7q5h9uLeOWKg/PHenhJzqJL8/LxqrXsOP0IPGEQt9gmCd3tZF7YzFzcm3MyU1KewMxmaFgjLMDCdpHItT3BHiveYTAYAg5cf6ZrKoqB9tHOdbuY3aB4xopYnn94Zog8laLCY8zFb8/wKzqImypliRpV0GRFbSSeFlXiw+HiaMkEAixcct+ErLMI/euYWB4lM3bD2HQaVk0d+p4JDseT3DyTCs5mR7WLJvFoaNn2L7nKDOqi7GYzyeUNjS18/bWgyycXcWUsnx27D3Gs69s5WufX4fXbT8/EblMZPfDXopGIxGNxTnHAE1GPUvn1yT/uAUBSSN9ylHCC0ksxGIJuvtHEAQ16QB0QbJnVoabGdUliIIwvvoiCgKj/hBajYZ4LMGIz4+sKOTnpJPudZJIxFHfqsViMk68LiF5QHVCEsXVjZd4PEFd/Vl6+4eYPqWYBbMrmTWtjKXzq/mLH/2GhuYu2jp7KczLuKIsXxQEtFoJRVEIh6PJSDICoXCEgaFRUs16jEbDhD5CPdclCj5fgN4BHzpJxHSZwmHXKyZMUi4FQQBRICon2NZymh0tTcniUerEfcKF2QzXVOLZuf+yDQ6KIvWnjmPaV4tn9lIQJq5GCUCK2ciK8iwK3Cnjmvzu7m5eeuklHn74YQ4ePEhPTw8ul4t3332Xxx57jBdeeIGbbrqJTZs2MXXqVNra2rjlllt4+eWXmT59OuvXr8dkMpGZmYnD4WDHjh243W58Ph933HEHLS0t1NbW4nA4uOuuuzh16hQWi4WOjg62b99OYWEhVVVVtLa2snr1anbv3s2yZcvG7TAncX2iOq+C6rwKWvs7qO88Q3NvG167C2+qhwWlMyclNNc5EgmFZ/d1EYokEJTzzyQZmJadQpnHPP7E7w/G+PG7Z3nn5ABqQh23LzboJf738nwGwwmaOvy4rTrunpbGL3a18aW5WRQ6TRi0EjdVuGnq8hMIxBGE+IRjkYDObj+/7glcROoEQCNA/3CEp3a0JSusnhygbTjCw7MykFWwGzWsLU9a5ObZjbiterY1DnGi28+dM9IJxhIcax9hn8vEVxbnsajYSSCawG7Wkeswkm2b+M5qGw7zi+2tnOwK4AvHURIKOkG4iKgLwGAwzltHe6nJtaHXfDbqgesd1wSRH/H5Od7QhkEn0drRSyAQxmwyIAgCiqoko8oflse/b3+NJGIZa1MQBBRF4dipZsKRKJ+7YwUOewoelx1JEFi/YRclhdmkex1Jwigkvb7D0TiqqpJIJMY0tcJ4NDwUjrJp6wFm15SycHYloiiyZulMguEIG7ce5ME7liNJSfcUi9GA8f3WlpdIBLwSBJJOOfFEYtwNJRiKsPG9fXR2D6CoClMrClk8d+qnVuFVUWS6egY5Wn+WWCzO4RONbN1dR4bHQU1l0XmNvCJTf6aVN97Zg6okNeKCJFJRnENOlpe500rZvOsor769hzSvE6c9hZb2Xl7ZUIs91cKcGeXodNrx+PeIz8/Bo6fHVj2Sk4KsdPeYa8/lp0xJi8oEr797gN+u38p96+Zx25r56HVaWtp7GBjykWoxXJX7j9GoZ1pVIb/bUMv6t2uxpVqxWs3s2neMHfvrqakoJCvdfX4yg0prezd19Y0EghE2bTvI3rpGppTmUpKfMaYr+r1vyWeO5N+winIFbbsAKCjUtp9lY+NJQrHIJa9dNegYnVeDpbULU3vHxF0EgUFB4EgszHAsRsqh7TjKp6FNsU9Y6NDrtKwsz2J2vhfd2GqVqqqEQiEaGhqIxWL09vbS3NxMNBrlnXfeoaamhpMnTzJ//nzq6+tZtmwZv/3tbyktLaWuro6qqipGRkZ4+OGHyczM5O233yY9PZ3Pfe5z/Pd//ze1tbWcOXOG2bNnM2PGDNxuNxs3bqSkpISVK1dy6tQpVq1aRW5uLocOHeJHP/oRNTU1OByOj+kuTOKzRq47i1x31md9GpP4mKEqKqFQfOJGAWqyU/mLNUV4U85bUCdkhXKXiWlLcjFIAjqNiN6gJcdtxmbU8n9+V48WWFnlAUHgnRP9zMhMwagRseg13FzpQS/AW8f76BqOMByMkZDPV2MRAEm9fMhTYIzwqaDEZZ7b08mGE33ICMzIsvLI3Cwq06yYdBKzcmzMHouuA3x/XSmRhMJIOIHDpGV5iRNIuoIpStLffqxHiCsqbrOO+YV29jYOo1XVK5eBVVW2nBliSUM/Sys8H1i8cRIX45og8jlZaTzxJ58jEU8gSiJ2u/W8fZzyYdlM8ntGvQ7DmDxGEESK8rNIT3ONS01kWaGlrYesNAcOmzVJCkUBr8eByajHHwiS7k2+SLUaiSkVBbz5zl5+9p/rEQWBpQumYTIakvxbVYlEYgRDYfKyvYhiUgak12spL8ph/YadxOJJLRsIzJ5Wij+YM6a1TRLyc3kBH+Vaz0Gv01JdWUhxQRaCKOC0p3xq+nitJCKqKhu3HmDngZMk4jL+UIh0t517b15MVXnBWAKsllSLmQN1TRw+0Tp+GZIk8cBtS8jO8LBofg13NXXwzo4jfO8fn8Zo0BMIRtBqRL7ywFqmTylGFAUEMWnreOJUM//3754Czqfa/q/71nLHjfPRShIarXTJfkhKenSsWz6Ds83tbNx6kN0HTiJJEsFQGINWw/23LqGsOHdsAphMlNZok21e2P06rYa5M6u4ZcUsduw7znf/6Rl0Wg2BYIisNCcP3L4ElzOVcCSKJApoRIFnXt7C797aTTSWIBqNUZKfwVcfvhGXM5WhkQBajYRWo7nuEzHjciKpU7+MRF5RFM50dLIjOMBQKJis3nQpqJCwWRhcOB3Nmz60Pj8IoCIwAByNRRiOJ1+q/o6zjDSdwDV1HozlpkiSxLQcFwsK09BrLy05U8+t7JCU28ybN4/9+/fj9/vHdfBOpxObzcbu3bvxer243W7OnDnD97//fR5++GESiQTr16+nrq6O/v5+Hn/8ccrKynjrrbc4fPgwDz300HhAQa9P1hIwmUy4XC5Wr17ND3/4Q+bOnUtKymQC2CQmcb1Bq9fw8LysCcWOZEVFVlSKMlIYDsUJxhIMRWW6hgNMzbFR2zpMa18Qe6qe1WUunjrYjRhX+OW2Vn69t4P0FD0PzMhgTaWHpaUu2ocjHGgd5u1jfTT3hz7S+r5BhEgw+bysbRjkdG+QW6u9zM2z0zkaYUqahYxUw/j7x6AR8Vp1E451uj/Ey0d7CUYSJBSVmKwQjMoMhuIM+CJorrKOSCSu8MqRXkozUsm0/2GtSH8auCaIvJyQiUZjJOQERlF/XneuMqZTvfrS7oIAGkli2pRiUqympMxkjNQ67edfjCrJyp/nSPc5aCQJo1E/YQIhCALZGR7uXLeYts5enPYUsjM8E5LkVFSMeh1arWZiexqJhCxPkH3YbVZstrHkXSHp7rJ8QQ0G/YcrTqOoChpJGm9XkiTsNit2m5VEQibFYpqg4f+kIIoCSxdUYTZpxsmaIECK1UxVeT7lxblYzEYURWHR7Cqy093JfgfG2bAIhbkZ6HRa0jwOvvzQOqZVFdHc1o0sK+h1WooKspg/q3JMzqRSkJvBF+9bQzgceZ8OXaC8OAu9XsfyRdNJT3NSWZLD+yc+yT4TmVZVyPcff5Dd+4/TNzBCOBwj1WqirCSHWdPKLvD7T46jL96zEqfditl03klJGKvy+/Uv3sqc6aW0d/ajKAoWi5HqyiJqKgvRabWoisrCuVNxOW0oY/ptURTwuu1UlOZRVpSDVqPBajZyz82L8QfCZKS5PqE79+kgnIiOSWUufqgLAviHg5w+3ogxvxDxg3I6VJVQUQ4jU0px1R5GUGT6BZXj8RjD8fNe9IosM1i3m5S8MnR2F6IoUuS1s6oiG8eYLv5C6HQ6ZFlmeHiYkZERRFFEURSqqqro6Oigt7d37PAqWq2WtLQ0duzYwZ133onZbCY9PZ3bb7+d4uJijhw5wtKlS7nlllt444038Pl8pKWl8cADD/Dqq6/S2Nh4ictSEUURl8tFYWEhmZmZn8rf7iQmMYmPDyqQatKQlqIffzdEEwovHu7mxSM99I1EiYzJhS06kTyPmbiisrl+gERcZl5xGsG4zObjfegFCAZjBIPg0kkYtSIDgRgJRcGql1hd7qY6M4W/f7uJ1r7gRzrfC6P5QyMRntzRxvqD3QRjMi6HkXurvdRkpeC26NBpRNqHI+g1InaTFpNOwmXWoRfgteN9KHJyGVkYWwX/MHFJSYAT3QH2NQ1xy/T06z549WnjmiDyvQPDbHhvH0aDju6+ER68czm5Wd5xb/GELH+oURGLxeno7uf4lmZuXj2PgtyMq45Mj9maXwRRFPG67XjdtrGh+v4vXvTLBbhYJ5GUdasMDo2yYct+ZFlJOuZotVd1qSpJ9xedVjO+v280wEtvbMeg13GqsYN5M8u5YfnsT1xaIwgC82dVMmdG+YSETVEQEIXz+Q2iKFJVXkBV+QfrfjO8Tm5eM398EieMFQk7P9ERKMjNJC87/ZL5E6IgIooCyxbUsGR+NZor3H+NRkNRfgYFuRnIskxCVtBqpIsSrEVRwONy8L8+d2NyFeF9REsUBXKyvGRneMZJuiAm++BcMwaDjpWLp7N80bQL+ip5bRcuKZqMem6/aRGMrdhcr1BRCcZDJJTEJT+PRxLU7zlDb0+Aotyr04OrBh2jM6swdvUROttKXTyGT564vC2IEr7mBkbP1uOethB3qoUbq3LIc6VctHQrCAIej4f58+fz1FNPAXDbbbdx9uxZVFWlpqaGjo4OjEYjaWlpaDQaFi5cyKFDh5g6dSqSJKHT6aitraW9vR2Hw0FZWRnTpk2jpaWF4eFhhoeHOXnyJA6Hg/LycoLBIAaDAUmScDgcaLVJB6xzk4TJJNdJTOL6g1Yncf/MDPKcpnOpW+xtGeGX29uwilDiNFCcZqXYaybfZSLfaSIiK3QNhZH0Gj43PZ1f7m5HiibG5SiiJOCwGXh6fyfdIxF8ERlJAIdJS1GahZq8VLpHIsRi8pVP7gMgkEze9Y0lyvb0BPjrTj9Go4ZSt4kcl4kjHaOMhhIUuIwUey3kOYyUplvx2g30DoZ/r9y/QExmw/E+5hbZSbd9tGKZ/1NxTRB5e6qVKeX59PUP09bZTyyeGLcl1Ou0KIqCqiQtCa9EchVFZXDIx8sbdhKNxsjJ9PDs+vdYtqCGmTWlGA36y3/5qvF7p6kCSYebptYuXnpjBx6XDb1Oy78//Ra3rplHYV7GB7vNqMkVBaNRj0DS8SMSjTE0PIpGI5Gb5cbnD16+oubHDEEQkMRLnPPvkdgrCMK4ZWfy3+//nMtGLc/tK4oCgno1xxcQRRBFDRrNpY93btuViPU5iZYgSJdtQxRFhPfdlkvt9/6JwnUJFSJyDEESkzXIL/xIUTi1v5G2012YUqyI43UVPmDMqiradA/6W9dS/+Rv8fX1XnI3ORZl4OgevBU1rC6voDTdhuYyfWoymbj33nvp7+/HYDDgcDioqKhAVVXMZjMFBQXYbDYKCgpwOBzYbDZ++tOf4nK50Gg0/OVf/iWxWAydTofFYkEURXQ6HTfddBORSASTycTw8DAmk4nU1FSys7PRarUYDAY+//nPj38nOzubr371q9jt9g/f15OYxCQ+MyRUWFvqZF2lZ9w2UkUlRSvwp0tzyXGbsBm19AdinBkOs7lhAK/dyNycVMKyyl2zMhgOxznWOoLNfN7aWlXheMsI50rgiICCSntfnJ6hCAadiE4S0Bo0RBMyicTFz0+NJIzLCaNx+QJN+3lIkoBhrAq6qkIsoWBFgZhMY6efxk7/+Jv8dHuchvZREAS0WhGzVsSVokMUBHyhOLH41asozkEE6nsDvHG4hy8uyZuMyn8IXBNEPhaPM+oPIUoSKxdNJzvDjSgm9eNpHieCIBIKR7BaLl/KN5GQOdPcyaatB7CnWrhl9TwcthRys9PYtruO3oFhVi6aQWqK+TP1ez5HuPcfOc2WXUeYO72MuTMrEP8/e+cd3sZ1Zv3fzKA3AgR77xRVqEr13uUmy70lcWInTtn0bPJlk91N2d0nZZPY2TSnOHESt7jKkizbkiVZvRdKokSJpNh7R28z3x8AQUKkimukBOd5KJHAnTt3BoOZc9973vMKIrsOVPLqG3upmFLK7BnjY4sRXQRZUfD5/eGk2Yje1m6zsHjeVILBEGaTHqvFiFr14X3EH8RpvVKfV7PPdzqu9+M43o9x/6MghBJ1JopCgdaaDs4drycYCIIc9j2+mtOi02iZnZ3Pojl5WHscPPunJ/H5/WO0FHE115HLIDPyk9FdYWVKp9ORlRVOSBQEgYSEhOh76enpAOj14UiRSqWKtgXIyckZ00vebDZjNodldAbDcB6M1TqcSGa326O/azQakpOTr3QK4ogjjmsNIuQmG6JJ9AAuXwhRJREQYMOpLk52uiAok27VUZFtZmlRIjq1xPgsM2snpvDEgRbSE/U8MD09mqszGgL+YIg/HWplXq6ViRlmFMKc4EhDP5srOyOFFiOtBZiWb2XNxFT8IZktVV0crO1jZEhDEWBGvo1lZUmoJRFZUahsHmTDsXZkWRnzvqxVS4xLNzI520JZuoV0iwa1IPDD7fWcrOt7V+G7YEhhc1UXS8anUJhqfF+Cpv8MuCaIfFJiAquXzkQSw56qUfGEAKnJVvyBAH0DTkwmw5jRXZ8/yIEjZ9i5v5IpEwtZvnAaWk1Ybz69vJjkxAS27jrKUy+9xdpVcyOa43dZjVN5DyRMUXC6PLz6xj4aWjq5ZeVsyscXRiO8KxfPIC3Zxlu7jtHZ08/qJRVYzGNPXrxeH739TkoLMsPnTRDQaNTMnj5+aGd/3wkLhKuWXmOMVRlbGPUhD+K9XETXK4aPVxCgt72fyj1nCfjCBDzg9xMMBhldYi0WKrWKubkF3Fo2lQxzAtoH7ufsqdMc2LN3TFWbyp6CMxQkFBxb2jNqlO/hc7maqs9xxBHHPybsJg1FSQbUkQquA54gT+xt5OXKTpy+IOkGFXMLE1k9MQWVWqRjwIdRLWHRqfja4jzcQZnNJzu4a0YGq8ouP5n3BUI8e66XBUWJzMwbDgpMSjdxoH6A7n5v9HYoigITMyysGp+Mxx/ifLuTAzW9Mc8gg1bF2ilpLC6xR7fLsevZebabXlcg5taqAEadis8symV+iZ1kkwYp0pc/JKPTqt71I04gXCRqe1UnmbYc9PEiUVeFa4LIi6LIpVQEarUKk0GL0zVaf6UoCr39Dt7ccYT65nZuXTOXcUU5UZvHob5zs1O5a+1idh84yXPrdzB7RhmTxxe+43HKcsR6UhJjJB9XhkBIVqhraOPVN/dhNur5+N0rSUuJtZdTSRKTJxaRnpbEpjf38dcXt7Jy0QwKctIRL5JzuD0+OroHWDhrUswXZvj3D5c0DDrcOFzu6N+iEC4CZTYZopMqAI/Xx8CgC51WM+bqSCgk09fvwB8YoXkWhEgCqA5dRB4VCATp6Rscs+CPTqsh0WohGArS2+cgFJKjOnpJFDDodRgNupjPUFEUHE4Pg04XgUAQtUqFxWzAaNCPktKE5LDvu9vjQ6/XYkswxyQ++3wB+gYdaDVqEsymmPdkWaZ/wEkgGCLRakatVkVXafr6HXR29yOKAkmJCdhtlpjCZNcrQnKIqJ+QAI5eF8d2VDHQ44hepn6/n8AViLxeq2VOdgF3T5qJ3WBEFAQKi4q49+MP0tLYRHNTU7Q/RVEwpGSQMGUWZ3pdnKhtZGH5uDGrNscRRxxxvBeo1CKPLMhhZr4NSQyvPr5S2c626m7GpxpYWJTIuHQzLn+IN8/3oleLTM+y8Hp1N0uL7diMGn702nmkoIxJO3yPcgdCnOt0EbjI8MPtCyF7Aqgv8l1Pt+q5dXIqv9vZiDBkdSwI6NRhcwlZUXAFYrX0sgJF6SYmZYRXDl3+EAa1RGaCnmSLll5XIKZtilXLl1cUsqg4ESmy0trl9FPf66bfE6Tf4XtPcSoBeO10FzMKbEwdYYEZx6VxTRD5ISiKgt8fRK1WRcmPTqclOclGXWMH40vyom1lWaG2oZU3th/CaNDzwO3LyExLilZdDAblqBOEJIlYTAaWzp+KLcHMwaNncDg9l1m6Gj2u/kEX52oaqWtsJTU5kfEleaQkXVTe/RIXrwCcPd/I9j0nGFeUxZJ5UzGbwkWNQrKMHAxFkyclUSQt2cbtNy9i576w1GbRnHImjS+MVodVFAWX24tOI2EeEbEfmmioVCrGKjv/QUGWFV59Yz8bth5Ao5YiOTrhFYKKyUWsWDSN3Kw0AI6erOHPL2xjZnkhH7lrZWzFWwV6+wf51Z82UlPfikoSESM+5GqNihmTirj9poXYEkw0t3Xx08dfpG/AFU5eHHKPEUUmlxXw+U+spbWjh188sYH2rl4iQ0IQBDLTElmxcDrzZk5Eo1YRCsnUXGjhLy9s5UJTB8FQCLVKRX52CisXTWfmtDK0GvXQEOnuGeB3T22m6lwj40uyeeQjN5Jst0bOhUx1TSO/+etrpKXY+OR9a0hPHZZOdHb389u/bqJ3wMXnPnYTxQVZdPUM8Mrm3ew6WEVP32BEJmVm6bwp3Lp6LtaE67tojNPnRg7JCAIEvAGqDpynp6035vsiy9HqWGPCoNMxN7uAtWVTSDKaopuqVCrmzJ/Hjbev44lf/opAJPIu6fSYJ05Dk5iC1+dnx8lqxudmkpaYEI+MxxFHHO8bQgpMSDWysMiOJhL0CYYUkvQqvrKsgAybjvpuN08dbuVCr4e1E5Ix6VTsretlcnYCnkCIzk4/lXV9KAoYNcPPxOYBH997vQanK1Y6GJIVLDo1mkj03x+UEQQBtSQwvzCRzae7aOl2R91j9OrwuBQF3P5YCaNfgFsmJGM1qHH6glS2OpiVk4BZK5Fj13O+3RXlShqtxINzs1lYFCbxQVnhSNMAv97dREuPm0AgRDB4dRLJS0EAWgd9vHaincIUIxb9ldZp47imsun6Bpz8bcMOOrp7w2XrlbCHe4rdRlNrJyPlMD19gzy3fgdpKYnccdMCsiKWhrKi0NzaxZs7DvHixl1Unq7B4wmXQ9dpNVRMKeWG5bMIBkLIsjzmzPFiOjEw6GTDG3t4a9dRAsEQx0/V8vRLb9Hd0z/MPRQIp3WOZbEn0NvnYF7FeNYsmxX1jA+GQpyrbWTDm3tZ//peztc1EwgGEQQBq8XIysUzmDNjPJveOsDpsxeiXyZZUejs7sOo12KzDltq9g862LT1AE0tYyf/fVBQFIWaujZ27TtJZ1cvBr0GrUaivbObnz/xKr/9y2t09wygKApd3X3sPHSamgvN4Uj5CPKmAF6fn6Onz3PyTB1Wk5b87CRS7GYam9p57IkNvLXzCIFgCJfby6HjZzldXY9KEjDo1Bh0GgxadThRWACH08OhE9UcO3UerUYiwaRDROGVN/bz3z9/jtPV9SiKQkt7Nz/6zYu8+Noe3B4PiQlGFDnEy6/v48e/foETp2qi41QUhQuNrby69SBHTpzltbcOUlffEr0OZEWhb9DB/mNneHnzHvYfqSIYDEdA/IEgB4+e4aXXdnPg6FkGneEb36tv7OXxp16nvrmdivJCyktzuNDQyo9+8yIbtuyPktPrETIKAx5HOCovw/lj9TScbY66+lwZAhq1Jkzix08lw2Id9ZCw2mzceOtayqdPDztdqdQklJWjy8pDkSRUidfFAAAgAElEQVQEFE42NHO2uW3MFZw44ogjjncLAej3hXD7Q9GnvyjCrIJEBBEe393Iv288T1OPhwemp2PRq9lV28eMXCsn2pwYNBJvnOnC6QogA8YRchJPIESfw4/DGYj5cbmDqATQRCLyHQ4/Nd1hC8rsRD2z8q0M3ekEQcCgHi5+5xuRi6QAuYl6pmQnoBIFGrpcHGgcICArSILA5AxzVC0hK1CeZ2VFWXI0mfdYyyBf33COM/X9OJ1+fL4QoTESad8pRGBnXT/HGvrfc1//DLimIvKyLBMMBIb9SAUBEYG87BR2HThJKBSu8hqW1AwiI7B6ScVwFVhZprq2mT899wbjCrOwJ1rYuvsYVecbWbt6HiajHpVKojAvk8z0ZJ55eduoIKAoiqTYreh0mmifRyrP43R5eOj+G0lNtjEw6GLz1gNs3XWUO29ZhEpSoVKpSE1JRK0ZPXuUFYU5M8ZHCHx4hhwMhti25zi79ldSXpaPIAj85YWtLJpTzpJ5U1GpJPQ6DdPLS2lp76GhsS2ipxeQQzKt7d3YE61oNcNRehQIBYNhu84PG6KAVqflxuWzeOCO5aBAZ08f3/nJX9i6+zgVk0u4Zc08BISwFeSloqKRzPzkJCsP3LWS8SX5+AMB3th2kP967Gl27D/FsoXTgXB11ML8LL71pfuxJZiifWrUKlSSFM7wFwRSkmx84/P3kmSz4PcH+OGvX+DlzbvZuOUAE0ry2L73JG+8fZQVcyfw/z5/HynJNlwuD395fgtb955g7+HTTJ9cgiRJBAJBduytRFBkVi2axp4j1ew+eIqJZQUY9LrIuMK+uD0DDv62cRdTJhaRl51GQ3M7L27aRf+gC6PBAIpCZ08f6zfvRhIFvvm5u1g8bwqhkMyWtw/zrR/8kb+9to9lC6aSMSKqf71AURRkWcbl9xAKhWg828qZQzXIIfnqMlQE0Gs0LMor4baJ07AbTGNGekRRpLi0lI9/+hGaGxpwmRIxlU0B1fAqisPlZtvxKkqz0siwxx1h4ogjjvcHkiQwv8BGikWLAIQUhT3ne/j1niZq2l1oJIG7pqaxoNjO9vPdnGh28PE52Ww82Uleqom2AS/bTnchCeGkU71mOL7qCcoMBuVojTwBUEcWoNWSgDqyAtDj9rP1TCf59gIMaonlpXbePN2Fyx1AEMAQmRwEZAV/cDiYIQiwoNhGslmLLyizt6aXs11u3P4QerVEaboJs15Nn9NPSBS4YXwyJm2Ycwz6Qjy5rxnfoO+yhVvfLQbdAdYfa2dyjhWrIR6VvxyuKSKfaLNw723LI97o4StDEAQyUpMwGnW0d/aSmT5cHCeaHBtp63L7eH37IRbMnMDSBdNQqVRMnVTCCxve5sTpWuZWTIj6kV/K3lGv07BwTjlGgy5MjGWZlrZu8rPTSLInoABmk4EJZXns2HMcr9eP2aTCaNCyctF0rAnmMXpVUKmkmETe1o4e3th+mE/ev4b83LAjRmFeBhu3HqCsJJes9EiyixDWzhOJJCqKgsfrZ9DpZuK4fIYM+wRBwGY1c/PqeeH2fwcIQqRyq9mIKAoYjTomlxVw6mwjrR3dV9+RAnJIZnDQRW//IF6vn9aOHhQgKy1xhBNPeKLl8/nx+vyAgCAQK9dBQRBEdBo1ep0WrVaNzWpGUQRcbg8+v58zNQ3IisyUiUXkZqeiVqkw6DTcf/syFs6ZhN2WEJVsdff0s+vwGfKyU7jtxoXUtfVwqLKWdV195OekxxyGxWSgqaWTrbuOct+6pew5cJK6xnZSbOZwRVIlnFvQN+DAbk9k8oTCiEWqwIRx+ZiMevr7BxlwuK9LIi8I4aJlMgqdjT2c3FdNwB8Yk8QLAkhK7AsmnY4FuUXcUjYFu/7yDgaSJDFz7hxu/uiDbLvQQUhnGLWfqqY2TjW0kGJNGFVXQFEU+vr6OH78OElJSZSUlNDT00N1dTWyLJOTk0NxcXH0XhMKhaipqcFgMFBbW0soFCIpKQmj0Uh9fX3U1SYlJYXOzk7S09Nxu9243W4SEhKoqqpCrVYzbtw4TCYTtbW1+P1+ioqKGBgYwOFwkJ2djSAIVFdX097ejiRJFBUV0d7ejslkorCwkJqaGtxuNxMnTkSrfT/sdeOII46rhQJMzDJzx7R0tJHoeGu/lyf2NlHX7iQ3Uc+6KamMS7fw/NFWarrdfG5hHrtqejnW5uDTC3J5+lAL/U4/IuEcLs2I53e2WcuX5mZBRCMfUhT2Ng5yomEQtSRGI+P+oMyRxkFqOl1MyDBTnGKiIs/KtqouEAQMkclBIBSuvjqka9Tp1MzJt6GRRNoGvOy+0I9XUXD7Q9iNkGM3UmjTcdDhR69XUZxkiJL2um4X59ocl70vv1ccbXZw7EIfC8uS43aUl8E1ReRFQUA3RnKfxWJk+YKpo/27h6XRER27k+6efh68exV6nRZBEEhLtpGSZOX8hWbmVky48hhEMVoBdkjeEwyGUGtUiIIQ1VobdOHKbUMFi1SSRErS5SJ9IyQkCjQ0d+L1Byka4TpTWpTD7oNVNDZ3kpmWHBO0VmK2VygrzqWkMDvmSyQIQlTLfS1AFAQs5jChCgSClxAejYYgQGd3H797+nXMZiMej5/q2kaSExNYtaQCg0Eb6R8amtr4yeMvRYteiaLIjcsqWLN05lBvuJxuNr21H7NBj8fnZ/uuo+h1aiaPL0BRwhNAtShiSzAhSRKd3X1s3XUURZajE6ei/EwUFGoutFDb0M7Ddy1j4rh85k4pYf2Wg1RV18cQeVkRGF+Sg9loYPNbhynJz2DLzmMUF2ShkUROnm8CIBgKISsKoiREj0EQQKtWo9fpcLrc9Pc736+P5EOHAjgGXFQdOI+jz3npm74CYsTmTBEEDFoti/KKuWlcOSkmyxUfFoIgYLVaufn222l/Yycn65tHae4HXR72VJ1nRlEeNktsdH9wcJC//OUvtLS04HA4uOOOO2htbWXTpk2UlpYyf/58ioqKokTe6/Xy1FNPUVxczHPPPcf06dMpKyujtbWVU6dOkZ2djcfjYfXq1ezfv5+7776buro6zp07R2JiIrt27SI5ORmv18uUKVN48sknaW1t5dvf/jZ1dXWcPHmSBx98EFEUee655+jp6SE7OxtZlnniiScwGAx84xvf4Je//CXd3d383//9H0lJSXH9fxxxfIhQBIFJmRZMuvC9W1YUTjQPcr7Hw6KSRG6fnoEoCDy27QI9ngCfXZhLdbuDzae7WFOegi8ks/d8b1TjrJIENKrh73CmVcdH5uZE/w7ICgN7mjjeMIhGEqLk1h+UaR7wc/BCLyWpRkxaFXdMSWVXbTgXyRiR1gRCMoGIz3xIgZIUA+NSTSBAVbuDlj4vWo3EoDcs50zQqchJNnC4aRCzTsI2IjLe3ufF6flgZZ/eQIjnj7YxLtNCulX3ge7resY1pZG/FNQqiTnTJ5CWknjJB5UC+PwBgoFgOJo+BAEklRROpnsPGLXX9/TAVAjJcrhyaDieDoBKEtFq1Hh9AS5ljylEyHHFlHFYTIb3MIYPHsqIf0KyHDPxutJ2Oq2azFQb2ak2ctJspCdZGXC4aGhqJxAYvnkIgoBGJaJTi+jUEjqNFJYbRWZcggD9Aw7++OybPPqH9fz41y8xMOjk4XtWsnpJRcwESYjsvW/Ayba9p3jxtX388Ncv8dJru/EHgrjdPnYdPIVBp2FCaR4ajZppEwvx+QPsO1KFy+2N9hVCwZ5oZc2yCnr6B/j+o0/T2tnHjcsqsCdaLsqtGN77yHOgKOHz9neRSr0PUACn08n+rcdpb+q+fKknRSEUCIQfOlotq4rGs27CNFJNCVcd8REEgeKcDG6eNYVk62jyL8shTtQ2UVnfFJ2Ah3etUFlZSXV1Nd/4xjeYMWMGu3fvxuPxMH36dB555BEWLFgQU3xMURScTider5ecnBweeughli9fTjAYZPny5dx7770AtLe343Q6IytHPpxOJ3V1dRiNRpYsWUJRURG9vb10dnaiKAp1dXX4/X5cLheyLCPLMpIkcdNNN/Hwww+TlZWFzWZDEASOHj2KVqvFYrG8g5yDOOKI4/2CiMJbZ7vZXdsLQFBWCIZkPjM/m6+sKKLL4ee7G8/R6fTz+UW5DLj9/HlvMwkGFbdPTmPTyY4YMqwSxWhkH8Ia+bYBL+2D4Z+2fg/dDh9E9PFDRN4XkvH4Q+yo7qHH6UcQoDTdzOw8KyFBwKAeisjLUQcclUpkSYkdm0GDxx/iZMsgrqDMYCBEv2fYqaY03YxOJaJXizFR8X5vMMav/oOAABxvcbDjTGeMJCiOWFxTEfnLYSwXFkEZgxiM8dR/t5Q7ytUv40bzbiFE/wkjNniojPh3rHEJSNK1HXlTCFfuHIzYhmrUqsu6ksRsq0BKsp2P3LmSnKw0gsEgew+d4rs/e4rNO44xt2IiCOHkm5zsNL7w8LqIs0uYuFvMQ/UGFBRFISM9mc89eDPBYJCf/2kjcihExdRxJCSYcLk8aLVqgrKM2+tDUaAgN53//NK97DpQyQ9//SKKLCMKAi3tXWw7UAWhAK9vP8TB49X09g0SCgY5fvoCLa2dFBYMFwlCEJhUVsDi2ZN4ZsNu1q2azZSJRRw9cT7aRJLCqzGKrETJ5dAKhtfnw2w0kGgdS6517cPn9XDw0HYu1NaDolx2NSZswekjVWdgaUEpN40rx6p/5xNVtSQxtTiPxa0drN9/DJ8/EPO+2+vl7cpqJuZmkWQZkjiFSbkkSZhMJqxWKw0NDYiiyNGjRzGbzdx5553odDoCgQAXLlyIKehUW1vL+vXrmT9/PoFAgF27dlFTU0NLSwvLli2LtgvXetCwfPlyjh8/zquvvsrs2bOxWq2o1WpsNhtnzpwhMzMTQRghGXS52LJlC4FAgOLiYvR6PWlpaezYsYO8vLw4iY8jjr8XFBhwB7FEdOMqUWRxaTJOb4C/HWllY2UHiAJfX1GA0xfiqf0tBEIKC0vsqESBPed6Y56LkiTEEPm9DQP84u16jJHnvaxAZ78PgTCRHymtCcgKNV0e9tT0cOvUDAwaFQuKEznd64m2C4SUKJHPTTYwrzAxXCFdEKjItZJl1YMAOTZ9dAw5dgMmg5pASIkxpzBppKsqxP1eIcsKW872MCM/keK069vB7YPCNUvkr8z5hLC3ujKc6CkQJkZDF9ZQH2FdvBjzGiiIooAwVEr5UvtTwrIZ4aLthUikH0G47FgFQUASJcKMYWQAVkAUh7RwYaW7Euk3uuoQaRyucnuFcXIN1BhSws4sbo+PkByiq7uf09X1qFUiyUnWq+XxQPiY9XotRoOOUCiE2WRAEkU8Pn/EeUSIRvglSYzJefD7AxGteRhms4mFcyZj0GupaerkiWff5K1dx5lRXoJWo6EoPwNFFKiqbqC7Z4CUJCuJNguDTg+KAsn2BBQUTp+tp621E7tFz/m65uH+DVpaO3o5evI8+XmZ0dcFRSHRauHW1fNQqzWsXjoDm9USE4Q36nWYDDp6e/s5dfYC1gQzcijE2fMNuNwe0jPSwom81xmCwQBVVYc4fGw3ocCVl18VRcEgqVlRWMbqkgnYdAbe7VTZajSwcvokzjS1U9XQHONUE5Jlzja309E3QKLFhEiYMBcUFODz+Th48CBVVVWkpqYiyzLTpk1j7dq1WCyWsO2ry8Xjjz/OnDlzCIVCaLVakpOTKS8vR6/Xo1arWbhwIeXl5fz2t7+NHlt1dTWNjY1IksSFCxfIysqiq6uL+vp69Ho9oVAIn89Hc3MzycnJOJ1OGhoasNls6HQ6cnJyyMrKIhCpr5Cfn8+xY8dYvHgxHR0frktVHHHEMQydXkVhUjjoIArhe8zjuxrYdrYHk17FZxfmohZF/rKvgZ6I1nxxsZ0tVV10D/pi7nIqMZbIN/Z7qWpxYBshKx5yWx6KyCuALzRkdiGzrbqHeUV20hN0TM9OoKy+P8pzAiGFYEghBMwrsJJsDkuZtWqR2QWJ0WfTyDhhqllDikXDhX4f3sDwvdRu0qBVS/j8H+yKsQCc63Sx61w3+SnG6KQkjmFck0Q+EAxGLfvGQjjhVM/8GWWEZBmv148igMGgY9HcKeHtQ6FoAYSSwiwCgRBerz+6vawoTByXh1ajxuP1XXI/siwzaXwBJoMOr88fJqMCGA06ppeXAuEiR5ci0QkWI4vnlofH6QvvR1EgMzWRNYun4vUHEAlnq8shmYmluSTazHh8/nAGvCyTl52GLMt4/YGoL+xYEEURjVr93gn9u+pACUcj91fSP+DA6/XT0NrF4coa5leUMXtaONFYYWhWP3bZ56Hd9/QOsH7zbhKtFtxeHweOnMXh8jG1LA+zUU9fvwNFgdqGNv731y+g1gzpywUy0+x86ZO3ReQp4c9RkkQMei333LKIrbuOs3nHYZbOn8z8WZOYP2M8U0rz2LbvFFrdi0wszaW5rZvNO46Sk2Fn9dKZOF0e9hyuQlbgsw/ewvjSvOhE68z5Bh7740Z2HTzFqiVhbb6iKBFZl0j5hCKKC7PRazU4XB4gHFkREEhNtrF84XT+8tJ2fvL4S5w6e4FAIMi2PZXIqFgxvxy77fqKyCuKQk3taXbteY3O3l5CypWvJ6PRyO1TKrihdNK7isSPhCAI5KTYuWHGJDr7B+noG7YwU6lUTC3IJtU27CcvCAL5+fnce++97Ny5k+TkZG6++WYuXAhbvqampkYDAUajkRtuuIHdu3ezYMECSkpKaGhooLKykoKCAsrLy8nMzCQ/P59ly5Zhs9lYvnw5R44cQavVsmTJEhwOBzt37kSv1zN37lw6OjpYsWIFWq2W48ePk5qaSlNTE2+//TYVFRVR7f2hQ4eYMWMGc+bMobi4GI1Gw8SJE5EkCZ1OF9fH/x0QkmWkS1UzjMAfDNDr7MNmtEakgO8sj8kX8KNVX7kwnMvrxh8KYDMmXHE8akkVv17eBygKZCRoo64wAA29Hg5d6Mdu1vDZRblk2/R8f+M5WnvDgaHZRTZUAmyp6hrVn0oU0I4g7R5fEK0gjH4kC6BViaikcCDR6w8hoCAKcK7DxdHGAW6YpCPVouXmsqRofmFQlgkGZawmNTNyrWhVEkFZobHXHSbkQjjErlVJ5NoNSKKARa8m366nst1F84CXjAQdggBFqUaK0kycbBz4wDXagaDCK5WdzClMZFyG5e8ftLzGcM0ReVlWOHX2AsdP1Vx2yVgg/CWqrm0c/pvwi8++0jncTgmTZBSFyqqai7YPM7FDx89edkzRhNqLX1Ogsqr2yoFDRaGhqT26/ch9P/vy1pj+lMhsWzl4Mva4gCOV1ZcdY15OOgtml49wdXmHEMCg16JWq95RLFQQBFJTbKRnJNHaPUDrrhOoJJGMZCsP3rGUNctmkpOVAgLYEsyML8omMy0ZMSIrGQmtVkNRXgaBQIg9R6pBEBAUsFkMPHTPcu65dTEmox6DXseyeVMiEx5hxFjCbkaKomDQaynISyfBYgyvqggCuZkpfOKu5fzhb1vYuf8k8yomUpyfyX988V7+tvFtDp+qY8/x86gEganj87hp+Wyml5fS3NZJr8PDjUums3TBdJKTrNHPJjnZxtnaFppauxl0urGYTUwoziE7IwWVKCFJIiajHkVRkCSRtJRExhVlYjTq0Go13LtuKQa9lu37TvG3zfsRRYHsVBtfu2k+a1fPu66quyqKQnt7I2+/vZ6e7nZcHl9sld4xkGRL5MGbb+G2RUuwvEcSPwRJFJlZVkhteycbD5zA5/eHi4Xl53DXwpnYL0p21Wg0LFiwgOnTp6NSqdDr9SQnh52jRmrjhyLuFRUVaLVaJEkiLy8PRVFQq9VIkoQoiqhUKlatWhW9visqKhBFEb0+fB2Ul5eHKy7qdCOKuImkp6cjiiKTJk1ClmW0Wi1Tp07F7/dH20+YMAGVSkVxcTEqlYq8vLzrzrHmZFM133zqf3D5PHxy2X3cN/9WAHqd/fzqjSc52XiW/7zzK4zPKubYhVP814uP0drXwR8/+1PGZRYB4A34+N3Wp3jp4Ot8766vsqBsFq29HfzglV9S1XyOSbllfP2WT5NqTebxLX/l+X2bCIQC/P7TP6Y0I1zZ+8kdz/OHbc/yqRX388CC26hureX7Lz5G50A3SybMJRgKcrKpmltmrOCBBbcB8MrB1/nJxt+SaLJy15yb2XZqD12DPfzHnV9mRkF59BgVReH7Lz6GUWugomgym49tRyVKfP+efwWgurWW773wKB39XSydNJ9/Wf0gFr2J3WcP8r0XHkVRFL5wwycYcDvo6O+msqGK22bdwC0zVoxJwv/tmR9Q017Ppm/+Oeb1HkcfP934Ww6cP8bM4qnMKppKx0AXpxqrMeuNfH7NJ0izJkfP6e/fepoNh7eSZU9nfFYxbf2dnGqs5vVv/XXMz/JQzXEefe0P+IMB7p9/K4MeJz3OPhq7Wrhn3lpmFU99L5fKNQ0FSNSrUSIr84IASSYN5dkWbpuaTqJBzc+31lHfFa56HtJKPDw7i5dPtNN1UTQeRkfknb5QuCjiGJ/3kLRGVhS8ATlKpp2eIHtrellYYsesVVGRY426dAWCCoGQwrg0E8UpRgQBmnrcfHvDOdoGfdFnqcqs4ek7x5Nk1mLUSBSnmuBEJwcbB5iaZUEjiSQZNXxiXjaPegI09XiiFpmSKGAzqBBEge6B0cf4biAK0Onw8fKxNr5gN0STi+MI45o7G4IAKXYr44pyrlh5dRSxfgcYSsR8pzO7kWT8nW7zbre7um0EkuyWK0aHLgdREFgwqxyjQY8gXH0/oiiwduUspk/Mi74mSRJmk4Eku5UEswEpYqk1eUIh3/nyfSRYjKgvsgAVBEi0mvjMR2/C5fZGbyqCIGAwhItfWS3GaNT9cw+tG/PcqFUqdFotGal2/vXTd6BWS9EEaJVK4uYVsxlfnI1Br0MUBbSSmhlTSsnJTqWtvQufL4BKJZGemkRKsg2tRk1aSiLf/MztaLUaku3WmPOcmmTjk/ffwKDDRUqSjWR7Av/+xfswGnRodcMkXBAEDHott66Zx6olM8jOTEUQICMtmQfuWMnS+dPoHxhEEERsNjOZackYDfpRx3etQlEUBgZ72bvvdVrbGsJVi+UQiqJcUkppt1r5+C1ruXv1DSSY3t+VhwSDniWTy6hp7eTEhSaykuzcMnsKWcljJ82rVCosluECaxrN2BOoi9uN/H0kRpLri/sym4ePVTVi4q3T6aLtFUWJjlOvH30dDG0n/Z3sZt8LJmWXkpOUxY7Te7l33tro64kmK3fOuQmXz8P4rGIApuZPZGr+RGo7GvjI/32R57/yG/JSstGptTyw8Ha2VO5iQdksADISU1k1ZREbjmzha7d8mnRbKgCfWflRKhvO8PrxHRGpYxgmnZGVkxdGSXppRiFT8ybyi9f/yJOf+xnptlSCcoidVfuj29w6czWPvvYHjFoD9y9Yx11zbmLOt9fyb0//gDe//XS03fbTe3lm9yuc/tk2REFk/rgKfv/WM9H3SzMKqSiczGOv/YHHH/khFn1YQjd/3ExSEpI411rHzdNXRNsfrz/N3T/7DKeazvKt274Qcz5bezuo62ikqvk8R+pOMr1gUvQ9u9nGupmreXr3Kzy09B7WVqwEICiH+MIf/p2bfvAxXvza78hNykSn1vLg4rv4yYbfMrtkGl+9+REAtlTuvORnWVE0BaPWwPH6Q9w6c3X09a2Vu7j3sc/xzXX/wieX3XfJ7a93DLgDvFXdzZISO0lGDRkJOr68rICArPD42/UcaRwMqwMQWF5iR1bgQE0fsjx6VVoURdQjpCMT0kzcOSON6BUrhAOYR5qG7SdlBbzBUExfx5sd1He5mJiVEPV9B/CHZLyKwtKSRBL0akKywsmWQRq63MgjkknVIZm6Xg9J5rA3fmmaGatGZNuZbpYX2xmXFg6EzMq18t2bS9lf10uvO6wYSLVomZBu5kSbg8e21KF9v8LnCuyp62N1m4MpebYPxLv+esU1SOQFMtOTyRzyUR8DQ5F3hzPsAw5hHbvZZLikP/wQQiEZh8sdsUMEjUaNyWgYM5l2JPyBIE6nm5AcLoWs12kuS7KG/N09Xj8utyf6UDYZ9WNabMZsq4DL7cHr9UVlIWbTaOL7fkMQBLIyLn3eL4eMNDsZaVf2OrcmmCKJqWNDpVJROEJnHgNleOal1Wou6a0+dK51Og3jinNGvW9NMDF9culF+5VIT7Vfsk+jQU9ZSd4lxixFztvwuSsrzh2zrSRJ5GSlxrwmigIJFiMJFuMYxzFmN9ckPB4Xhw5t43TVYYLBSBT+MgdgMhr51G13cueq1SQmXF4O8G4gCAIF6SmsmjaRrkEn6+ZOZVpx3nuus/BhSRL+0aUPeo0WvWa0JMig1aNTx64wWPRmfvbgd/ju8z/jgf/7Ai989XHSrClY9GaSzIkxbY1aQ+T/2PvzF294iDdP7OSVg6/ztVs+DcDOM/v5f7d+LqadSRfefiiY0ePoY8mEuTFtzDojYmTcapUau8mG9qIx+4MBvAEfX/zjf/Kt2z5PmjWFTy2/P3asurHHatDoUUmxj+cpeRNYNXkxf9j2LPfMW0th6vA95k9vP89jH/8eH/vll/jz28/HEHkAQ+ScSCP6VIkSX7vl0yz73t38dMPjPPbx70XP33BuVxjlueO5HCwGE+oRffe5BlhevoAlE+byo/W/5pYZK0lNSLpMD9cnRAHOtjqo6nZTlKQn0aBBJQqkJ+j484Fmdp8fTmY1GlXcPCmF1yrbae8fO1KtVgmMdNleUWpnSXHs9R1S4Edv1SGIApIghGW7geFqrQLQ6/Tz2slOStPNaEZ06A3K5Nt0zC5IRCUKOHxBDtQPIIdi1Q/+QIiabjczc8NJ/QV2PXazhrpuNz9/u55vrSoky6pHEgXK0kyUphrxRyq6alUiAnC60z1MhN4HCECXM8BrJzsoTpEOudUAACAASURBVAsXqoojjGuOyF8JcqQoz95Dp7nQ0Ibb60USRURRJCPNzvTJpRTnZ40i9MFgiMaWDg4cPUNrezd+fxBQ0Gk15GSlMqdiAqlJiaO86n0+P1Xn6qmsqqOjsxeZsJbdZNQzvjSX6ZNLsVpMox5GDqebytM1nDnfSF+/A71eh9frxZZgZsK4fMrHF8baZBKWFfX0DXDo+FnO1TThcnsjVVAhMz2FqROLKCrIuqa84j9UXCWxebcE6FqjTdcTkQsGAxw5+jaHj+zA5wvbcAqCgCKEtbgXr65ZExL47B13c+8NN2IyfHA2qhqVijnji0m0GCnOTMNwHcmU/tEhCAIheXQuVCgUipLkIYiiQGpCMs988Rfc/bPP8sDPv8CzX/4VSebEq9acj8ssYtXkRTy9+xU+u/pjeHxe9BpdNGo/vK/wM+BXbzxJUA5R3VLDi1/73aixO31uLnQ2suP0Psx6Iz/+yLdj2qwoX8j9C9bxzO71bK3cxV1zb+ILax7Cbr5yZeEhJ5GLUZZVxIYjW6hsqIoSeYfHSXtfJwWpOdw992Z+vvmPfHuwh2TL6KDExT3mpWShU2s5Xl8Vc2yiIHC4tpL/efkX1LRd4Kbpy7lt1ppLjlcSRHwBPz9c/yva+7uYUVDO/QvWUZ5bxrZTezhRX8XKyQuveNzXI4KRyqvtg37KRwSb3P5g1Pbar8CKokR0KpHNlZ3Iytg5YqIg4PAG0V4msBiSw5p4oyjQ6/LjDyn0uQMxOnVFUdhd08uSsmSKkofvrz0uPxMyzKglkV6Xn7oeN1Utg0RSuqKQQwrVHS66nH4kAfwhhdwkI409Xo7V9fHN9dXcX5FBWZoZq16FWiWGJUCywqAnyIAnwJl2B6r3+RkmAdvO9zIjz8rKSaljfkf+GXFdEXlZVqiubeLNHYcxGXXMrZiA2aRHFEU8Xj91DW289tZBZk4ZYObUMrTa8A3e6/Nz4lQNe49UkZORwuK5U9Drw9GTgUEXtRdaeHnTbubPmsj40vxo5HvQ4Wb3gRM0tnSRm5XK1EnFaNRqgqEQ3T39nD7XQH1TB6uWVJCVnhwlLH39Dl59cx8ej5fxJXmkJFnR6TR4vD46u/o5dqqGhuYOVi2ZGXUkkWWZ2vo23txxGEGEaZNLsFstSJKIzx+gqbWLnftP0tjSyeJ5U2JcWeKI4++JcJXTkxw9thOXyzHiHSEapRkJm9XKJ9fdxp2rVmEyGD/wVQeTQceUwtz3JDuL4/2HUavH4/eOer3H2T+KhMqyQjAUJN2WytNf/AV3/vQR7n/s8zz9xV+8I2nRZ1Z9lM3Ht/P83o14/F7um7/ukm0/u+pjpCTYefPE2LISRVGo72rmyR3Pk5GYRn5K7OqfJIr81z1f55PL7uPnm5/gqV0vs/3UPt749lPoNe+uuM2QA9NQhB3gqV0vo9No+f1bz+D2eZHlEE/tepkv3fjwFfsLmwEoGLSjV5dnFJbzb+v+hQG3g1ONl88jA9BrdHxj7WfpHOjmZKT9kDzyapJ1r2uEZLpc/hj54MQMCwlGDd0DPuxmDWvGJ/P2uW4cvtAlg0a9A15+trUW7WWu6ZCicK7diU4t0TbgRVagttMVQ+QFoMcZ4LG36kgyaxgqxtg+4CUQUmjs9YYj924/nYP+UeORgIM1vXzP4UOKmFTUdoZ1/oIC51oc/Li3lgybnhybjmSjGpUYvt/3eQI09Hlp7HbzQbhku3whNp3sZEqulbSEeJEouM6IfEdXLxu3HmBCcXbETlAXlcSEq53mUNvQyoY3D6BWq5k5bRyKrFBV3cDO/SdZMm8KE8vy0WrU0WinLMtMKivgwNEzbN15FL1OS0lhNj5/gIPHzlBb38ba1fNIS7WHvdAjCIVCjC/NZ9OWfby8aRcfvWsl1gQzTpeXTVsPolZJ3HDjQuyJlpgHTWmhTGlRNhu3HGDDG/u47/alSKJEd+8gz7y8nXHFOaxYOBWLxRhDPMYV51Lf2M6bOw6j02lZMGvSFWVEccTxQUNRFDo7m9m1exPd3e0xkXdZkXF5/TGvabQ6PrXudu5evQabOeFDWQYR4D3LaeJ4/5FhS8MfDNDQ3UJu0rCc7kzLeQpSY6Vp3oAPfzAso8yyp/PkvzzK3T/7DPf//PMUpsW2lZVIOfsxzBIm5YxjdvE0/rDtWaYVTOTTKz8yqk0wFLZLVRQZURBZPWUxPY4+BEEg0WSN9B3CrDexZMJcVPdIfPQXX+LVw1u4Zcawpv2VQ2+wZsoScpOz+MlH/4N5pRV89c/fo7G7JZpsO2TocHHRt5Asjzn+gzXHsRotzCmZDoQlLK8d28b6rz8RfaadbanhTzv+xieW3hPV3Q+tfMgXrYwdrz+NL+DnhqlLYvYtK0r0PCYYzMwbV8G5tjpK0gtGjWmo36F9pCQksWzS/PB4a4+TaLJSUTh5zO3+USAArYM+AiElao84JcvCqglJ/PlgG0vHJ6PXSOyr6bvsLc/vD3H0wsAVvdlFAQYI0N43tPo5+laqKAq17S5q2l3D44w0aunxXHK7IfQ7/Rx0+GO2HWorAm5PkPNuB9WtjrBDXOQ8CID4LvIPrxYicKrNycHaXm6amh6PynOdVHYdKpDz0uY9FOams2JxBSajPkbXHtZEaykrzmPN0gp2HzhFe0cPvf2D7D54koVzJjF9cgk6rSZGsiCKIkaDngWzyxlXlM323cdwub3UXmjhXG0Tt66ZR3ZmSgyJh7DWOdmewNrV81Gr1WzdeRS/P8jh42fp7hvg1jXzSU6yjooWSZJIeqqddTfMo6Wjm2Mnz+P1+Xljx2EsZj03r5iFzWoeFT3UqNUUF2Rx65p5nDhdQ31T2/t/ouOI4x2iq6uN7W+vp7FpLJcpgYAcjsrJioLeaOLfPv4QD9x0C4mWD4fEx3HtYm3FKhIMZn748i9xecPRvpr2enac3sfiCXNi2jb3tNHU0xr9uyS9gD985ic0dreMqk/ROdANQMfAaHs/gE8uv4+mnlYWj58z5vudAz3RsUCYLP9o/a+imnVFUegc6KEjsp8FZbO4a85NfPvZH1HVPFzsLRAM8Oye9dG/JVGiOD0/Rts+PNbuUcfg8XuiZF5WZH639SlONZ7lFw/9d5Sg/2TD48wfNzPmmbZqyiIG3A5+8+Zfoq91DYaPyekdJnUN3S1865kfcuO0ZTyy4iMj2najKAoXOhqjE4q3q/az/dTeMc8XQGN3C96ALzoJkhWZ3731NFXN5/nVw/8zZsT/Hw2NvR5cviC97gCyAiatigfn5vC/t5XywIwMdpzpoqV39ArUxRAJE/XL/UCEMEf+vtStVLhoO+Eqt4uORbh8W0EIR+9VgDryv8QHX9PG4w/x3JE2ugfHtg7/Z4P0ne985zt/70FcEYpCW2cvb+89wbo187FelBQ4EoIgYDEbaWztpH/Agc8XpKd3gGULpl9SWy4IYYJtNOo5VV2PLcHE2Zomku0JTJlUfMkleUEQ0Go1qFUSuw+cpKQwm72HTjG9vISCnPRoEYaxoNVokESRnftPkZVu5/Xth7lv3ZKwreEY34KhQlEGvZau7n56+gYozMuMscaLI44PE07nIHv2bqbqzBECAf/oBgo09vnodvqw2RL5l7vu5q5VqzEbjdeV/j+ODwYmnZEbpi2lrrORv+3byKHaE7T1d/K1mz8dTQIFONVUjdPnxhf0k2xJJMEQdglKt6UwKbcMgIqicMS3pbedk41nWTxhLi6vmwxbGmZ9bHJ9XnI2PY4+Hl52X0xCJ4Sj2V2DPSybNJ9j9afZdmoPu88eItliZ0lkcrHp6FsUpOZSllnEoNtBQWouSybOI8mcyPZTexAEgbyUbJxeF6197ZxpqeFMy3m6Hb18566vRJNxq1trae3rZNmk+bT3d1GUlodWrWHnmQOYdAamF07mREMV59sucLDmBGa9mf++9xsUp+UBsO/cEVxeD4kmK8UZ+aglNYFggMrGs8wqmoqiKNhM4STyveeOsLBsNoMeJ/WdTRyvP83ZlhoeWHg7Dy+7N3oevAEfrx3bzsKyWZj1ZjYf38aO03up62hgzdQlYyasHqo5jiRJzC2dQWVkvIdqKzHrTPz3vV+Pmbhcz6jvcvFKVQ/mSzzXJUHAoJU42TpIWZoJtSSiVYlk2/Q09Xr4875mBj3BePzifYAAdLoCpJrUFKeZovaa/6wQlCt5PF4DkGWFI5Xn2LLrOF995LYrJnuGZJntu49z8NgZ8nPSsSWYWLm44orONB6vn41v7kWrUeP2eJk8oYhxxblXnF329A3ymz9vZO6M8Rw4Vs0jD6zBmmC+LFlRFGht7+anv32RFQunsXNfJd/7xoNI4mhv9djtFE6eqWPXvpPcd8eyMRNt44jjg0Yg4OfQ4e3s3r2JgcG+MdvICuy+0E+HT8W/3ns/d65ahdVougZKEMcRRxxxvDPsqOrgwReqSVeNff/SqEUMWhWpNh0/WVeG3RTOCwjKCv+7pZYNx9qjya9xvD/Isev5zs0llGWMbQH8z4LrQiMvCGC1mJhYkn3ZhDVZVvB4fYiiQFtHD4crz1Pf1MHMKSX4/QF0ussn3LjcHuoaWqlv6sBiMpCelkRJYfYoJ5uYfSoKXT39NDS1MzDgoK2rn+a2bqwJl/fEVhSFjq4+mlo6eWP7ITp7+unq7seaYEIUxGii7liwmIwkJSUgCiJxfUIcHzaCwSBnzhxl957NDA72X7at1WLh87d+hBsWLMSk18dJfBxxxPEPCX9Axhfw4wzJdDl9JJo0CEBdj5u953sIjeEbH8d7Q0OPh61VXeQnG9Gp/3nzoK4TIi+Qm5VCUqLlsqQ6EAyy/8gZ3B4vsiJjMemRJBGVWnVZmcsQJFHEbAxv4wsEMOi1V8WTNWoVep0Wi8mAy+3DoL+KTGoBzCY9qclWdFoNWo2G+sZ2ahtamD+znLyctLE3EwTSUhNZuXgGZpM+zovi+JCh0NPbztHjO3E4+lAukZUlCAJ2WxJfXLmaORULMI5R0CiOOOKI4x8JAhDwhjjV7qQk1YQ/pLCtqosuRyBO4j8gbK3uZX6Rnal51r/3UP5uuC6IPIQLN6nV6ssSV7VKIi87lec37GRg0EFWejJGvY7MtGTUqisfqsmop6QwG7fXj1otkZ+TdkXLOlEQSEuxU5CbQXZGEmrNpQsVjYSAQFpKIsX5WegNOlo6e3l7fyUlhVkk2S9fHEen1VyxqFQccXwQUBTwuJ24nP2XrLwsCAI2WxILF9zCpImz0OniJD6OK6O2o4GD549xpqWGAfcgQTmE3WQj0WQl3ZZCYWouvc6BK/qRB0NB9p47wsHzx2jr78Qb8GHUGshJymRu6Qym5k24pBzxVFM1Z1tqSLbYyUnKQK/R0dDVQltfBzqNjtVTFkfburxuXjq4mZSEJNKtKbT2dWDSGZg/buZVHa834GPbyT1kJKbi9Lpo6W1n/riZZCYOB3HertpPr7OPzMR0cpOz6Brs4XxbHR393Qx4HOjUWlITkphZNJWC1NHF73ocfWw+vp0kcyLZ9gzUKhUXOpvoHOjG5XUjSRJ2k410WwrT8ie9K5tIRVH4t2d+iMPj5Af3fxOT7tI5bP8MCCkKB5sGuWViKnVdLrZWdTIqIzuO9wUCYUvNF462UZphxqD554zKXzdEHq68Ki+KIvm56dy7bgnPv/o2dY1t+AMBJJV4VZFrQRAQJRFBCBc3EIWrS6AQRRBEEUmKbHeVtYNFUcTn99PVN8igy8eCWZOYMbn0srKaOOK4FqAgjGmRJgAJCTZWLL+LcaVT0Wji9Q7iuDwO1hznx+t/zeG6SuaNq+ATS+5mWv4kTDoDLb3tHKk7yc82/Y7mnjYWls26LJH/276NPLrp97i8Lr5y06f4yKI7SDIn0tzbxvN7N3D3zz5DcVo+37r9C8wrnTFq+5L0Avqc/Xz5ye/S4xjO/fjuXV9lacRScQh6rY4lE+byx+3P8cT25wAQBZFnvvRLZhZNueJx/2TD4/z+rWcAsJttPPm5R0m1xlbWnl4wiY1HtnLfY5+LOtg8vOxe7p57C809bTy7Zz2Pbvo9giCwZMJcHn3wOzHJvYkmK3NLZvDd53/KzjMHAFBJKh7/1A/wBfycbqrm0U2/x+3zYNGb+NKND/PxJXdfcewjsf303qg7T0XhZD62+M53tP0/GiTgTNMgLQNeNp3soPkSVVzjeH8gALtqeznR0M+sosR/SjvKf7hUX1EQyMlM4aH71nDjsll0dg/S2taNy+25kjXrhwZFCZfvrmto5cSZBnQaDf/1tQeYNb0sTuLjuC4wthWZQFJSOqtW3EPZuGlxEh/HFfHYa3/g3kc/x+G6Sr5wwyf46+d/ztKJ87AaLagkFbnJWdw2aw3rv/4EmYlpjMssGrOfkCzzlSe/xzf++t84vS6e/8rjfGzxnaQmJCGJIrlJmXzt/7d351FRXXkCx7+vqCpA2QREQJRNcMUoSjQuMYobxK01kz2dTuyYTNuTpWOfdGYySyfTfbS3pNNJjNEkDnGPtIpKNLgrmo4Eo4JRXNgFZC22ogrqvfmjqEchxaLMJAHu5xzPqXrcW++VWtSvbv3u77foBdb+/PdcuXmdn/7tpVblGW30Wh3TR05i6aR49VhkQBg/nfGQWvLRRiNpCPIJYOX8n6nHZEXmvxPfbffbKpsSQxmfnUhU78eE38PoIZFob6ui4+bSn0enLmZ8yBj1WPigYIb5h/DA6Pv4cMVqHoyORVEUjmSk8qe961rNlySJsEFDWbXoefWYzknLrDFTiRs/k1WLXmDXrzeg1+qoNtby5s532H32YIfXfjvbhxGAjcc/7/S593YSUGQwkZhexKlrlZ3WhBe6R8K6PyHxXDFVdY0/9OX8IHpdIA/WX15enm7Mmj6elc8spKKqhp17j3PtRgFmc+MP9otGURQsFpmy8iqSD/2DbXuOsWB2DMsfm8fIyGDRtEbosSRJws8vkAdmLGbEiGh0vb2To9BtHx3azDv7NyArMrPHTueVB59rd6y3mxfPxT5Oea3jCklvJb7Drq+/AODVBSuIDHTcuGj22Ok8PGUhsiKzZs8H7Dizz+G4cLs0leCBQR0+D49+1sIGtlrpF/O+44tzRzuc81HKJrz6tVTa6Cwdxb7p1e1pQcsmt3zoSL9x0fH8QSHq7dtLbkYGhLEkZp56f9c/vujwWuxl5F8h7cYF5oy1fkuScyuf1Ctnuzy/t9IqCskXSig1NIjV+O+BBHydayA9twpLH6wM1CsDebD+snN1cWbC2EgeWTQTL093tu0+yu4vTpFbUILFYv2a8v/7n1xRlOY/UGWo5cSZ87z7yW6u5RTxyKIZLI2fhr+ft2gfL/RYkiTh4+NH7MxljB4dI1bihU4VVhTzl30fqfdfjv95p3NmjJpMiIOg+mLed3x23Lq63d+lHw9PWdjh4zxrlzryu8S/UlnbtvKSu0vL6rt9TXtHbE2QXopfrqZj/nnfOppki8PxpdXlbDm1m98sWakec9TF1V5Hgb59YN7ehw5XvYv6HuPovWZYQKh6u6Gx60121h/azMIJs/n1ohfUYwnHEzuY0TdIgNFkoQ/GlD8Yk9nC5rM3KTF03nSrt+n10aNGo8FvoBfxsZN48qHZmBstJOw4yPpN+zh/6ToGQy2yrLSs0t/tC09qmW57LEVRaDCZyc4rYseeo7z90eecSb9M/MwYnn/qQaJGhqHXiVQaoefSNK/Ex81/kuHDx4mVeKFLktOPYGpuIhboPYjRQyI7nRPiN4Rfzn+mzfFtqUnIijUQnhAahau+46phEQGhamOjamMt+9IPtxljXxxB59TxVjLb85gcEc3SSXEA3CjJI/GrZIfj16VsYmzwSOaOm6EeM5qNHZ5Dr23/dXXw22MAePZz51cLVjgcI0kSOqf232sMddXq7SkO9g44UlhRTPK5oyyf9RgRAaFMDLc25TqScYqCctF5XPh+aSTIKqnlQMYtmix96xNUj9rserckSUKv1xEc5M9AHy/yC2+RcTmbA0fOonPSEDLUn6iR4fh4e9BksSBJSqudtYqiOKxy0JKiIyEpLcfqG0xUVNVwKSuXrGt5FJZUEhToS+z0CYwZHoqXp1uHZTQFoSeQNBL+/kE8cP8SwsNGo9WKD6VC15zLyVRvRwY4ToPpqrPXz6u3w7rYRTTcP4QSQ5l1/rXzPHX/srs+f21DHQAerm68unAF+9MPYzQ38Nfkj1kSM69VJRjbavzGlW/jqnNBI2mQFZl6U8eBvL2Ccmv32tLqcpLPHSH18lmeun8ZK+f/zGHn1c4YzQ3s/eYQAPcOG8dzsx/v0rxPj24nOnQMo4IiAHh0yiLSrp/HIstsPrWL1xb/4o6vRRC6w2JROPhdKXNGDWSIT8ffpPUmfSKQt9FoJNz6uzIiYijhIYGUVRi4lJVL5pVcMi7n4qSRqKquAcDLwx1zYxOyrLRbhUaSJBQUmiwyJrOZnPwirlzL5cONSdQ1NOKsdyI4KIAnp0czJNAPVxdnEcALvYKCwkBff2bO+AmRkWNFEC/ckQq7XHf7NJa7UWZXXcatkzSYlnO2pKqUVpd36/xVzavZHv3c8XbzYvmsR3nvwEaKKktIOLGT52JbAuOPDm0mOixKrWrjrNNjNDfcUSB/qSCLOlM9JYZSviu4hl6rp7LOwLHM0yy9Nw5dJ6/FRksT57Iz0Gv1ZN/K48OUzyirrmD1E693aT5AjbGWbaeTWP346+qx+OhZ/Hbn29QYa9memsRL8ctx0Yk0O+H7I2FtEnUgs5Rnpg5F69Q3dij0qUDexrZCH+jvi7+fD9MnRVFdU0/ezRJu5BZxKSsPQ62RjzcnoyChkUCn16HX69BoJCyyQlNjEw0NJlCs3V0rqmpwcXFm4rgRRIYNZljIYHx9PHFx1qPVik2sQi8igd/AACZOiCU4OBKnTlIPBOF2ertg0djYvZzW/s6uap67ualrVSvs88DdXLtX97yqvjmQb65q88Kcp9iauofymkre++JTHpoUzwA3L8pqKth8chebXvybOtdF74LR3EDdHQTyD0bHqik8AElpKaz67C32fXOItQcT+HTlXwj1a1tT3kaWZVKvnOV6cS6HM1KpMdYCMNjbv0tBPMC200k0mE1U1Fax9dRu9XjIwCAu5l2mss7A3rQU/um+BV1+XoLwf0KB7WlF3Bc2gNGDPfpE08w+/w6s0Ug4O+vx1evx8fFk7Mhw5j5gotHcSH2DmcbGJiwWGYtsae7p0JJOo9FIaJ2c0Gg0uLpYmzQ5O+txdtahkaR2m44IQk8lSeDl6ct9k+MIDAwRQbxwVwIGDFJv59zK79ZjDfMPUXOySwylXZpjS6uxze+OsuoKtE5atM2vhf4u/Xgpfjn/sf1PVBtreXv/Bt58ZBXrUjYRHRZFdGhLKUnbinV9JznyHVk0cQ4X875jw+Gt5JYV8q9b1rD15ffbHe+s06t7DS4VXGXRmmewyBbe3PkOya8nqM+jPeamRj45so2FE2a32T8QN34mF/MuA/A/xz/vdYG8ySJT08X+MsIPx1BrZtfFEoYHuKHrA1kQ4l24mSRZu61qdFo8deKvRRAck/D09MHDwxuNqLQk3KX7R05ix+m9gLWja0F5EUE+AXf1WHHjZ3Es8wwA32ZndjLamtN+rTinZf64mW3G2Fcotm2kbU9hRXGbFJLHpi5mw+Gt5JUVsuXUbuaPe4DNJ3ex/vk/tBpnm1fXUN/hOeyvwdH1TBk+Ua3n/vW1b2lsamyzuq40L0LJdk9uVFAET0xfQsLxRK4WZZNwIrFVVR9Htp9Ooqymkn9b9iK+7t5tfr4//TCZ+Vlk5meReiXNYeOtnmjYIHd+Oy/cuqtS+NEb4unSZ5pDiYhVEIQ7Iolvm4RumnfPDCIDwsgquoGiKKz9MoHfPfZah3NkReaf17/OuhVrWh1feu98NhzewtWibHLLCknPzmi16n27pLQUtWRk3PhZjA0e2WZMnalOvV3f0PFqeUFFUZtAXuuk5aX45bya8CYW2cKza18lwj+UqSNiWo2zbYStrDMgK3K73cTtc+gd5dM3NjWptzUaDZrbasU3yRa1uk69qb5VAYdVC1/gwLfHuWUo489J65g2IqbdDcj1JiMfHEwgdsxUh0E8wOKYeWTmZwGw9suEXhPIB/n0Y8WUvrOBUug5xJKaIAiC8L3SOmn54Lnf49dcZWVr6h6S0lI6nHPw2+NU1BocPta6FavxcR8AWGvD2wL121XWGXg3+WMARgwexuonXnc4zv48Ze00obIpKC+iztR2RX1xzDwimuuzmxrNPD/nyTZjjGbr/gCLbKG0uqLdc1TY1bp31BQr9crX6u3ZUdPa1Iq3r5VvkWUM9TXqfXdXN95Y9iJgTfH55cdvtLv59o9JH1JcdYtFE+e2e60LomNbruvyWVIunGh3rCAI3ScCeUEQBOF7Fz4omL+vWs+MUZNRFIVXNv4Xa/Z80CrIBGvDpd1fH2BVwlv4Ngfrtwv1G8rfV61nXMho0rMz+JdP/p3q5k2cNvnlN3n6vZcpMZQRN34W217+QN2gas8iyxy+eEq9fz4nk6LKEofnrayt4kLuJYzmBs7nXGr1MyeNRu1WG+w7mLjxs1r9vKquutXjHss87fAcNcZavrqart5POX9STcVRFIXtp5PYfNK64XTk4AjefGRVm8c4dOFkq/tf3hZcL5wwR73Wq0XZPP3+KxRXtd5v8PmZfSQc3wmglpx0ZJDXwFZ/r29s+yP55TfbHS8IQvdIiqL0rcr5giAIwo9KenYGiV/tJ+3GBXJLCxgVFMlAD28qag0Y6qtx1btwX+QElk6K67DuvKzIpFw4yc6v9nOpIIuoISPwdh9AftlNckrzmRh+D09M/wkTw8a2ex0bj+6gzlTPEN9AXHTOFJQXYTQ3MDtqGo9NW6KO3ftNColfJePV3wNXvSu3DGVEh0Wxct7TWJ8RwAAAASdJREFU6hhFUXj6/VdYMGE2D9tt/Ey7fp5PjmynSbYw1DeQGmMthZUl3Bs+jhfjn1XHJaWlkJx+GI3GiaG+gRjqa7hadIM6kxF3VzeKKktw0jgxPDCMuWNnsDhmbqvNqkZzA3/Ys5YrN68z2NufQZ6+FBtKKSwvZlRQBL9ZsrJVLv2RjFS2pSaRW1pAtbGGyRHRvLbkF2w5tYfzOZmEDQpWP2g9Pm2x2gTK5lLBVdYf3kJ1fQ1DfAORkCiuuoWp0cx/Pvwrgn0Hd/ZfQRCEOyQCeUEQBOFHRVZkFIU2KSJ3SlEUZEURVcQEQei1RCAvCIIgCIIgCD2QyJEXBEEQBEEQhB5IBPKCIAiCIAiC0AOJQF4QBEEQBEEQeiARyAuCIAiCIAhCD/S/wg72gGi4lKgAAAAASUVORK5CYII=