{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Motif identification in STUMPY\n", "\n", "Idea is to create little pipeline to identify patterns(motifs), pick the top ones and evaluate them by profitability(or some other condition). \n", "\n", "* load/resample data\n", "* stationarity - apply differencing/logs, \n", "* identify motifs with length N\n", "* visually analyse the motifs, candidates selection\n", "* evaluate candidates(either backtest with certain SL/TP or timebased exit or some other condition)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load ohlcv dataframe\n", "\n", "This part just loads ohlcv_df dataframe from local cache. Replace by your ohlcv dataframe." ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
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Useful when analyzing directional dependencies or patterns in time series.\n", "- `Right Matrix Profile Index` - the index of the nearest neighbor when looking for matches to the right (later in the time series).\n", "\n", "Then we use motifs method to get 4 most promiment motifs and 5 closest neihbors for each \n", "\n", "TBD explore anomanly detection (#discord_distances, discord_indices = discords(time_series, mp[:, 0], k=3))" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [], "source": [ "from stumpy import motifs\n", "\n", "#get 4 most prominent motifs\n", "motif_distances, motif_indices = motifs(timeseries_sr, matrix_profile[:, 0], max_motifs=4, min_neighbors=5)\n", "\n", "#motif_distances\n", "#motif_indices\n", "#both shape(4,5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The we can visualize these first as Overlay and then on the whole timeseries." ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { 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fgEKhUCgUCoVCAXDXXXedts8rXvEKXvKSl/Abv/EbHD58mOuvv54vf/nL/PVf/zVvfvOb2bFjR7fvjTfeyFe/+lU+9KEPsXHjRiYmJrjlllue9nG+8Y1v5BOf+AQ/9EM/xNve9jZM0+RDH/oQo6OjvPWtbz3lY3/gB34Ay7J4xStewS/+4i/SaDT4xCc+wcjIyLpJNk/H29/+dj796U/zb/7Nv+HXfu3XyGQyfPzjH2d8fJyHHnronPa51nu3Z88eNm/ezKtf/Wquv/56stksX/3qV7nvvvvOOUL6N37jN/j0pz/N/v37ufrqq7vtO3bs4L3vfS//6T/9Jw4fPsyrXvUqcrkck5OT/NVf/RW/8Au/wNve9rY19/mqV72Kffv28da3vpWDBw9yxRVX8Dd/8zcsLi4CT2+Gws6dO7n99tt5wxvegOd5fOQjH2FwcJC3v/3t3T4f+MAHePnLX85tt93G61//etrtNh/96EcpFAq8+93vPu1zHDhwgO/7vu/jNa95DVdddRWGYfBXf/VXzMzM8JM/+ZPnfOwKhUKhUCgUinNHiegKhUKhUCgUimcMmqbxN3/zN/zWb/0Wf/EXf8EnP/lJtm3bxgc+8IFVAvaHPvQhfuEXfoF3vvOdtNtt7rrrrvMioudyOb7+9a/zlre8hfe+973EccyLX/xiPvzhD69KULmSPXv28LnPfY53vvOdvO1tb2NsbIw3vOENDA8P83M/93PndDwbNmzga1/7Gm9605v43d/9XQYHB/mlX/olNm7cyOtf//pz2uda793HP/5x3vjGN/LlL3+Zz3/+88RxzM6dO/mjP/oj3vCGN5zT8+zcuZOf/umf5lOf+tSqbe94xzvYvXs3H/7wh3nPe94DwJYtW/iBH/gBfuRHfmTdfeq6zt/93d/xa7/2a3zqU59C0zR+9Ed/lHe961284AUvwHGcczpWgNe97nVomsZHPvIRZmdn2bdvHx/72MfYsGFDt8/LXvYy/uEf/oF3vetd/NZv/RamaXLHHXfw/ve/f1US0bXYsmULr33ta/nHf/xHPv3pT2MYBldccQV/+Zd/yY//+I+f87ErFAqFQqFQKM4dIS9VViKFQqFQKBQKhUKhuEh84Qtf4Ed/9Ee5++67ecELXnCpD0ehUCgUCoVC8QxCiegKhUKhUCgUCoXiWUW73e5L1hpFET/wAz/Ad7/7Xaanp59WIleFQqFQKBQKxXMPZeeiUCgUCoVCoVAonlW86U1vot1uc9ttt+F5Hp///Of51re+xfve9z4loCsUCoVCoVAozhoVia5QKBQKhUKhUCieVXzmM5/hgx/8IAcPHsR1XXbu3Mkb3vAGfuVXfuVSH5pCoVAoFAqF4hmIEtEVCoVCoVAoFAqFQqFQKBQKhUKhWAftUh+AQqFQKBQKhUKhUCgUCoVCoVAoFJcrSkRXKBQKhUKhUCgUCoVCoVAoFAqFYh1UYtHTEMcxU1NT5HI5hBCX+nAUCoVCoVAoFAqFQqFQKBQKhUJxHpBSUq/X2bhxI5q2fry5EtFPw9TUFFu2bLnUh6FQKBQKhUKhUCgUCoVCoVAoFIoLwLFjx9i8efO625WIfhpyuRyQvJH5fP4SH41CoVAoFAqFQqFQKBQKhUKhUCjOB7VajS1btnQ14PVQIvppWLJwyefzSkRXKBQKhUKhUCgUCoVCoVAoFIpnGaez8VaJRRUKhUKhUCgUCoVCoVAoFAqFQqFYByWiKxQKhUKhUCgUCoVCoVAoFAqFQrEOSkRXKBQKhUKhUCgUCoVCoVAoFAqFYh2UiK5QKBQKhUKhUCgUCoVCoVAoFArFOigRXaFQKBQKhUKhUCgUCoVCoVAoFIp1UCK6QqFQKBQKhUKhUCgUCoVCoVAoFOugRHSFQqFQKBQKhUKhUCgUCoVCoVAo1kGJ6AqFQqFQKBQKhUKhUCgUCoVCoVCsgxLRFQqFQqFQKBQKhUKhUCgUCoVCoVgHJaIrFAqFQqFQKBQKhUKhUCgUCoVCsQ5KRFcoFAqFQqFQKBQKhUKhUCgUCoViHZSIrlAoFAqFQqFQKBQKhUKhUCgUCsU6KBFdoVAoFAqFQqFQKBQKhUKhUCgUinVQIrpCoVAoFAqFQqFQKBQKhUKhUCgU66BEdIVCoVAoFAqFQqFQKBQKhUKhUCjWwbjUB6BQKBQKhUKhUCgUz3VizyNaXCSqVAgXF4nKFaJymahcJnZdnCuvIH3TTZgbNlzqQ1UoFAqFQqF4zqFEdIVCoVAoFAqFQqG4gMS+3xXEl5awXCZa7KxXysSt9in34R86RO3v/h5zyxbS+24mfdNNGKXSRXoFissRr9Uk9H3ShSJCiEt9OAqFQqFQPKtRIrpCoVAoFAqFQqFQnCPS9wkrlZ7I8cVEIC+Xu21xs3lG+xIpB6NUQi8NoBeL6AOlrlDeuv9+3MceJzh2jOqxY1T/z+exd+0ive9mUjc8Dz2buZAvU3GZ0KpVmdr/OFMHHmfhxDGQklS+wMi27Yxs287w+HbsdPpSH6ZCoVAoFM86hJRSXuqDuJyp1WoUCgWq1Sr5fP5SH45CoVAoFAqFQqG4SMggIKpW++1VKp1I8sUyUaVCXK+f0b6EbaMPlNCLRYzSAHqp1FmKGAOJaK6lUqfcR9Ro0L7/flrfuQ/vySeXN+g6zlVXktm3D+e669Bs++m8bMVlRqO8yNT+x5g68Djlk1N92zRdJ46i5QYhKI6MMTKxg+HxCQY3b0E3zIt8xAqFQqFQPHM4U+1XieinQYnoCoVCoVAoFArFsw8ZhkTVar+9SrlCVE4E87C8SFw7Q4HcNNEHBhJBvCuOL0eUGwMlRCp1Xi03wsVFWt/9Lq37vktw7NjysVgWqeuvJ73vZpwrr0QYavLxMw0pJfWFOab2P86J/Y9Tm5tZ3igEQ5u3snHPlWzYdQVWKs3CsSPMHjnE7OSh/r6AbpgMbtnajVIvjIwq6xeFQqFQKHpQIvp5QonoCoVCoVAoFArFMwsZRUS12rJA3knY2fUgL5eJajU4g1shYRroxVIikncEcb1XKC+W0DLpSypMBidP0rrvPlr33Uc4N99t1zIZUs+7gfTNN2Pv2qXE08sYKSXVmWmmDjzOif2P0Vhc6G4Tmsbw1m1s3HMVG3btwclk192P22gwd+QQs4cnmT38FG6jfyDITmcYHp9gZNsOhrdNkM4XLthrUigUCoXimYAS0c8TSkRXKBQKhUKhUCguH2QcE9dqXTuVJHK8N5K8TFStQhyffmeGnkSOF0v99iqljmheKqFlMs8Y8VlKiT95OBHU//W7fZH0eqlE+qabSO+7GXPz5mfMa3o2I6Vkceo4UwceZ2r/E7Sq5e42TdcZ2bYjiTjfuRsrdfY+50lE+zyzhw8xd/gQ80cPEwZ+X5/c4FBXUB/aug3TUlZACoVCoXhuoUT084QS0RUKhUKhUCgUiouDDAKiej2xWelN1lkpL/uSV6vQ6wG9HrqOXiws26t0hHKj40uuDwyg5XLPWjFZRhHegQOJoH7//ci2291mbBgjc/PNpG66CXNk5BIe5XMPGcfMHz/K1P7HOfnkE7Trte423TQZndjJpj1XMbpjJ6btnNfnjqOIxRPHmD0yyezhQ5RPnuibjSE0nYGNmxLrl23bKW3YiKbp5/UYFAqFQqG43FAi+nlCiegKhUKhUCgUiguNlJJyK8AxNdLWs8vDWsYxcaOR2KtUq8T1OlG1RlSrEtdqRLV6Uq/WiFutM9uppqEXCsuJOjtR44lQnkSSa4XCs1YgP1uk79N+5FFa992H+8jDyCDsbrMmJkjffDPpG5+HXlDWHheCOIqYOzLJ1IHHOfnkfrxWs7vNsGzGdu5m4+4rGd2+E8O8eElAfbfN3JHDzB0+xOyRQzTLi33bTdthaOs2Ria2MzK+nUxpQH2nFAqFQvGsQ4no5wkloisUCoVC8cxGSglSIqVEyhgZS2QcJ3Upk3WSNqQkXtoWLz2u85je/t16vLz/Tn3p8XT3u7J/jCY0DMfBclKYto3ppLAcB8O2VdTfc4iFhsfdB+e5+8l5vnlwnqmqiybgmk0FbpkY4JaJQW6eGKCQunii2pkipUS2292o8UQMrxFVa8S1akcYX66fifd4F0NHzxcSkbzXXmUpUWepiJ7PI3T1XTkX4laL9oMPJoL6408s/22EwL5iTxKhvncvWvrs7UMUy0RhwOzkoa5wHnjLMwGsVJoNHeF8eNt29Msk+WuzUmb28KHE/uXIJIHb7tueLhQZHt/eEdUnzsli5kIRxRI3iEhbuhL6FQqFQnFWKBH9PKFEdIVCoVAo+omjiDDwCf3lJVpa77Z7hEFA6HtEfkAY+MRR1BWal4VpCSsE6f56v+iNZLWYHa98fEcAJxG0z0q8uwwwLBvTcTBtB6tTmk4qaXN625b6pDBsG8tJoZvmM0I8kFIifR/pusgwRJgmwrYRlvWMOP5zxQ0i7ju8yN1PzvMvT87z2MnaaR8jBFy1Ic8tE4Pcun2AfRMDFNPWBTtG6fsdYbxGXF8WxrtR4916HRkEZ75jIdCyWfR8Hr2QR8vnO0J5Hj2/tJ4sIn1pk3Q+l4hqNVrf/Vda992HPznZbRemgXPNtaRvvpnUNVcjrAv3mXs2Efo+04eeZGr/48w89WSf/7idybJx1xVs3HMlQ1vG0Z7GIFAsYw5VDvHw/MMEccA1Q9ewu7QbQzt/YryMYyozJ7ui+uKJY8S9NkpCUBzdwMi27Yxs287Api0XZTBASslU1eXAdJ0DM3X2zyTlwdkGbhCzseBw645Bnr9jiNt2DLKpmLrgx6RQKBSKZzZKRD9PKBFdoVgDrwGLhyA7AtnR5A5foVBclsRR1CNoLwvcUUfgDleWvk+01C8I+kTxpcfEZ+JFvAI/jNE0gaFdhucLIRBCQwixvGhasvSsd/tpS/2W6p1+moBOXet5PGvsO44jAs8jcN3O0l6V7O2cXoqmY3YEddNJItyXBPfeqPfVIn1SriXqyDAkdj2k7yG9ZIm9nnpnW+y6SM9Hem5nu9/p665ZX/dvYdtotp2I6raN5tgIy0Y4S+0OwrbQHAdhdbZ32jXbQiy1L9Vt+5IJsnEseexkrRttft/hRbzwDJJdngIhYM9ojlu3L4nqgwxkTi1wrrJTWRLD67UVwniNuNU+5b5WHU/KScTwfB4tn1shjHfquVziPa4ixy9rwrk5Wt/9Ls3vfIfw5HS3XaQc0nv3kt63D3v3bvV3XEHgupw8eICpA48zO/kUUbg8uJTKFdi45wo27r6SwU1bkt+Sc8SLPJ5YfIKH5h7ikflHaAbNvu0pI8W1Q9eyd2QvVw5ciamf3xksoe+zcPwoM5NPMXfkELW52b7tumEyuGWckW0TjGzbQX545Gmde6WUzNW9jkjeSETz2TpPzjRoeOHpd9BhfDDNbdsHuW1Hsozkzq/PvEKhuIyQEoIWuDXwauDVwa0m9aW23m1BC656FVz9qkt95IpLjBLRzxNKRFcoOtSn4cS/wvHvwtwTIDsigOFAaRxK2zrLBBQ2w3m+cFcongt0Be++iG5/WfDube+Uy4J3T2R44D8twftM0XQdw7IxLAvdtDAsC8O0iITOXDvmRD3gaCVgsuJT8SWx0BjJOYwPZZkYzrJtOCkzlommabBCkF6un0rM7umzxmNYErQ7j1nvOS4H4mhJWG8TeC6B5+G77a7I3rfuucsCvOfiuy4yTiL9ieNuSRwjo6X6qbfLOEaXEgORlLFEi2MMCYYQyYK2XO+s6526jjj791IIhGGcXUTzOZCI7Baa7ayqrynCrxTybbsjzlvL7esIiVOVdhJpfnCebx2cZ6H59AdH1kRK7MgnG7hck4cbB0yuLQh2piQZv3V+7FT6osZ7IsYLhW5dUxHKFxQZSxZPNqnMtrBSBqmsRSpn4mRNdP3cBdlTPqeUBCdO0PrOfbTuu4+oXO5u0/I50jfeRPrmm7Emtl0258+LjddqcfLgfqb2P8bckcm+39pMaYCNu69k4+4rKW3Y+LTeo5pf45G5R3hw/kEOLB4giHsEet3mmtQYZhTyUOMIjdgHzQChY5kprh68mhtGbuDqoauxdftpvd61aDfqzB2eZPbwU8wdPoTbbPRttzNZRsYnGO5Eqqdy699LLzZ9DnQiyg/M1Dkw3WD/TJ1q+/z/NuwcyfL8HYPctn2QW7cPUjrNIKRCobiESAl+oyOG1zqCeB286gqhvKcen/kgG5AEBv7IRy/M8SueMSgR/TyhRHSFlJLAi2jXAwIvAuTyfajseO12+/a0I7v1/m3dLZ1tnf1JetpX9OnuSq7o1//83W1S9t8rr3x870NWPH6pn4wkNKZhcTJZ2uXOvjs3Ak4WK67g6C0c08UxXBzTQxMyuYDPb+oR1rclQruVQaF4tiOlpF2vUZubpb44T+i6fRHd0UrBuyt6+xdY8DYSkbtH8DZXiN+6ZWJaNnpn3egte/t22jVdJ4olT87Wuf9ohQeOVrj/WJknZxtnpddNDGW4dlMhWTYXuHpjnpzz7B6Ik2GYRGYvWZqcKrrbD5Ceu9y+RnR37HpEnkcoY0IpCZHdeiQlIZ122WlH9q1HnP4PJoQATQNNTwYzOovQtSTa3tAxTSuJdu/YzJipZLHSGax0GjOTxc5mMbM5rHweK5vDSacxnVRi7+ItvebkfemNgF8V6d59j1a8J65L7CfbL6SVjzBNhOMQGgazLhxrhhyuh8y44OsGvm7ia0ulia8beLq5ql1P2ezdMcotezbw/D0jlCstvvfYUR47cJwjR2ax3SbZoE3Wb5EL2p16m0zQxlznRjFtG5TSJsW0RSltYRuaslN5BhFFMQvHG5x8qsrs4Rp+e+2/s502SeVMUjkLJ5uUqZzZFdpN++l7Q0sp8Z96itZ999H67r8SN3sSYg4Pkb7pJtL79mFu2PC0nueZQLtR5+STTzC1/3Hmjx1JBiM75AaH2bTnSjbuuZL88OjTet+nm9M8NPcQD88/zOHq4Z57CsmAMLhOy3Ct67GjOo3ROQfEUvIUHg/INg/GLSrEoOmgGZiayRXOMHuzW7g2N0E6VQIrm1yXW1mwl+qd9XMIhJFSUp+f61i/PMX8sSNEKwZHc4PD5DeP08yOclIrcWDe7YjmDeYb68xOughcuSHfFdX3bR8g/yy//niuETWatO69h3BhIfnNKxaTvBqFpK45z86ZCWEUU2kHlJs+5VZAueVTafksNgPafkjGNiikTPIpk7xjduoGecck5xgYF2iQljgGv94vfHcF8B6RvFcUl+cwg8+wwc6DU+iU+Z4yl9QNG/7xPyf9f/y/JedCxXMWJaKfJ57LIrqUEr/dwko9u2+k4ljitQLatYB2w6ddD2jX/WRpJPUoeHpTr58xyHh5hNetrhjFFckPi1MApwiGlYgToQtBO5kKFbSxZBVHayTCuul1xHUXx/Cwixmc4Q2Yw1sRA9uSqPVUSdnBKJ6xRGFIfWGe6uw01dkZanMzVGdn8Nutp7XfXsF7SbzuE7wtG8M0k20dQTsRv82u6L0slNvopvm0vFd7ma27PHC0wgPHKtx/tMJDxys0/fMv/m8fynDt5kJXXL96U4GsfXkkXjsXwnIZb/8BvP1P4B44QLSweOGebC1LFNvq2KCsqHeisKVpEusaIRACET2CexwRRhGB73ej3pNI+OWo+Kc7AJQpDTC8dRvDWycY2roNJ/v0b2SklBAE3cGJRGx3+wYp1rWjcdeyoOmI+lFEzQ1ZaPosNn1q7YCzupwWkHdMBjIWAxmLQspEW/odNHQIl9/LSEpq7YBK5wa42g6I4/7ncg2LhpmiYaZpmg4NK03dTCVtVpqGmWJwdJDrr9jEvh3D3LJ9gA0F5RF8uRH6EbNH60wfqjJ7uE4ULH8OTFtncHOW0I+716fxGdgC6abWFdTXEtqdrIl2FhZbMgxxH3+C1n330X7wwT5bJnPzZtI330z65pswBgbO7sVfxrSqFaYOPMGJ/Y+xOHW8b2CuMDrGpj1XsXH3leQGh875OWIZM1md7Arns62OTYqUEDTZgsl1keC6eoWNMf33ZXYecqPgt8Bvgt9ARgGH8XlQtnkgbjHP8vW8hmCPsNkr0lwnUuTEGtcGurW2uN4rvFuZzvaePmYmGVwF6i2Xhx55kicf38/M5FO05mdoeAFe555KCkHZLDFnDTJnDVE1C0ihdWbYBNhRgBUF2JHfXbfjADv0seJkPS8iNqU1NtgwYsGgKbF0jUMj2/lKZoJvTLXPOpJdE3DtpgK3dfzUb95WIm09c689nssEU1PUv/Y1Wvfce8rZbsK2E2G9uCys68VCT72TyNq8dIMrbhBRaQUsNhMhvNwKWGz5VHoE8nKnPRHKferuWUZjryBrG+QdIxHZ1xDauwK8LRgwfApam7xokxNtUlEd4dXXsFDpiOdnELixCjPVI4IXEiF8pTDuFJa3GWc4w+SvfwWac/DSd8LYtWd/XIpnDUpEP088l0X0VrXC//2T/4JhWqSLRdKFIplCiXShU++0mfblPXobBtGyMN4IcHvE8XY9oN0IzihSzXQM7JSR6L2di9fuNawAkfzXs75UFz31pceI/n5ixQXxysf3bhL9nfq3Le83KU7RZ6mf30JUj0H1KKI+BTJafm7dhOIWKG7FzQ5Ti11qfo2aX6PpN3HCDE6UxfIddN/CwEj2H/oQtpML+o64TrQ8nV3TIhzDS8R1B5xiDmdgAHtoFGd0E87oRpyshXahRsAVinPAbTQSsXxuhtrsDNW5GeoLC8h4DfFQaKRyRdKFIXKDeUxrpfjdL3gbHaH7fAveTxcvjHh0qsb9Ryvcf7TMA8cqHC+fnV/y+UKIjrC+qcA1mwpct7nI1RvzZC5TYT2q1fD278c9cADvif2Ec3Nr9hOm0fX7TqxCnHV8wHtsReyOrcg6NiTiIicXlVIShWGPsJ5Y0iRieyK0+65L2CfAL9vQhJ67ap+5wWGGtm5jeOs2hrZuw06nL9rrWYmUksn5JncfnOdfDsxx38E5vFa7K+SYUZgIPnGIFQVYcYAVdeqd9jEHdhQsJnIGG9M6ZuT3ifS9wjmwrp1KnMkx6Wo8WI24dy7gWzM+tejs/9ZbB9Lcun2AWyYGuWX7AJtLl+79fS7jt0NmDteYPlRl/liDOFoWxu2Mydj2AmPb8wxsyPRdE0kp8d1o+Vq27uM2+oNB1ote70MInExiEePkTNIdoT2dXxbcTWvt36PY83AfeojmfffhPvZY32fY3rUzSUj6vOehn4cBsYtNY3GBqQOPM3Xgcconp/q2lTZuTiLOd19Jplg65+fwI3/Z33zhERp+oyua636T3bHOte0210qDkuj5nbNzyOGrCAevJijuITBH0E2dTLGTlFnK5JrbaySCutfgRO0IDyw8wgOVA0y7CxBHEIeIOGKHlmavSLFXGhQDn7MVt6JY0vRCmq2ARiuk0hYsNDXKbR0/MghCnSAyCAKNKIqTz3gcIkkShQuZzJLVYjBCsD2JEQpE3LmPATRNkLENsrZBxtY7pYFt6Kx79jN0Ujc8j5mrb+LbfoZvH1rk3snFs/JSBzB1wfWbi0mk+o4hbthaxDEvj2s0xWpkHOM+/DD1r30N74n93XZz0yacq65MbM4qFaJqhahaRbZXX3+sh5bNLgvrhUJfNHs3qj2XO2XeAyklTT/qRIf3i9699aWB86Uo8nZw4WaqrkQnIkubnGiRp9Wt51aUeVpkRZs0LmLFeUOIJAeSqQsMTcPQ++uGpiUDb04e3cmjp4tYmSJ2toiTLWFliok43hXGc+fFKlZKSbO8SGXmJJWZaaozJ6k/9g125MrsuvN1cNUrn/ZzKJ65KBH9PPFcFtE/+n/uRnz3ixRTFml7/YsUK5VOhPV8gXSxSKZY6hHbC+jGhRu1TaLlwz6RvPeGot0ICM5gFFZoIrlZ6InW6Z0Om8pa6OazRNCVEsqHE3/zE/+aJAjtEErJfKbA9OAE07lhZnSDGXeOmeYMXnSaaZYSjNBiSBtlQIxQlIPk4gJOmMUOUtCKcctVguaSsN6CYJ0LFyHATGFlHJx8FmegiDMwiJNP4WQSH1A7Y+Bkzs9U5bNFxjFeq4XbbODWa7jNBoZlJZ/90gCWoyL8nsnEUdSJLp+hOjedCOazM3itJhKI4oggDAmDkDCMiIWOsHNIM0MsssQiQxRliEnOUU7WZOOeAldfv41tY5sv25k9UkqOLba5/1g5Ec2PVXhsqkoQndtlgqkLrtpY4IYtRW7YWuT6zUUaXshDx6s8fKLKwycq7J+un/P+ITlV7BjO9lnBXLXh0gjrUaOJd+AA3oH9uPv39yXlWzpYa3wce88e7N27sMa3JSK4cXkOAlxMAtdl4fhR5o4eZu7oJNXZmVWD2/nhUYbHO5HqW8YxL/D068Wmzzc7yUDvPjjPicrZDR4VUiYv2DnI7TuHeeGuIbYMnFqk7k3eqtn2GdupBFHMwyeq3HtokXsnF7hvcvGcZoZsKqa4dXsiqN86MciWgdRle656ptNu+EwfqjFzqMrCVLPvs54u2F3hvDj69GaCRmHcCRbxcesBrSWhvWe2pYxPf/41bL3/+nhFNLudMYibLdr330/rvvvwnnxy+TXpOs6VVyaC+t7r0ezz78t9PliyIjlx4HGm9j9ObW5meaMQDG3eysY9V7Jh1xWk84Vzfp66X+fh+Yd5eO5hnlh8giD00doeWssj5Up2uhrbozQboyxabOFHJoHIETgb8M0RAqNEIFP4brTqHOlkTIa25BjakmVoSw47tfZvy0xzhvvn7ufBmQeYKh/B8GOMIMLwY7Zao1zhbGGXMUTej4mbNWSzTtysE7bqNMtVWrU6br1J0GojXRd8HyMK0Ti7WbueptEwLBqGScOwiIRAdiJ/hBDYQlAydAZTDqO5xAZMS2cQqQxaJofI5NEyeUS2iJZOJ4mmHYe4Xqfxz/+Cf/hw97nMrVvI3nEH9vNu5JG5Nt8+tMC3n1rgvsOLuGc529gyNG4aL3Hb9kGev3OQ6zYXMVXQzyUnbrVofvvbNL7+dcK5+aRRCFJ795J9yYuxd+1a83wae14iqleqfeJ60pbU42oVGazWEySJZUoQxQSRJIhi/BjadpqGnaFmpijrKRY0h1nhMI3FidiirKdwdesizsSWpPAoyiZj0mckjijIGFM0cfQaaVEhrZcpiAY50SLF2VsrSQQtHOoyRY0MDZmiRpq6TNEgRV2mqZMsNZmiSYqI9QejbEPrRL+vbzlzOiuaOI5oLC5QmZ6mMnOSakc4D/0Vr68+jdGc4uWvfCHGi9921q9d8exBiejnieeqiB5EMde9+8t4vk8qajNiBFw7qLEzJ9nsROSli1evnpFlgZPNdaLYk8j1dLHUrafyeTRt/RNoFMWdC/6l6Bp/RVR50Be1sx6Gpfdc8Js4WYt0vlPmLOy0gTiL6azPOKIAZh6FE9+FE9+j2ZxlhpBpGTBDyEwqz4yTZd4wkIYFawyZCCEYTg0zmh5lNDPKgDNAxasw25pltjXLXGuuL9nRSizdYiQ9wpA1zJAYpcgguTBLqu7DYhl3sYxbbeA2PFzfRMo1LkhNB8x0Mp2rU+qWhZ0xE3E9Y+JkjZ56Utpp44yi2qWUeK0mbqOB26hTr1ZZLFeolavUajWatRrteh2v2SSIIsLOBVMYSzQBlq5hGRp2Kk2mWKIwOMDA8DAjo8MMjwyRKQ3gZLJKmLjESClxI5dW0KJaX2Bh+gTl2ZPUZmdozC3Qnq8QBiFxGBNFEhlK4kgiYwFaGvQc0kymL0szm0x7XutvKiRSixHR8jkuLrUp7jSY2D3G9oEJthW2XZBkX2dCzQ146FiVBzqi+QPHKk8rAeLmUoobtpbY2xHNr9qQP220lhdG7J+uJ6J6R1zfP10nPANhZz20XmG9Ywdz1cb8eZ+OHbdaeAcP4u7fj7f/AMHx4/0dhMDcvBlnz+5EON+xA+0SRlM/k/DbLeaPHWH+6BHmjk5Sm5vt7yAExdENDG0dZ3jrBINbtmJaT+975AYR/3qkzL88Oc/dB+d4dKp2Vnbqpi64cbzEC3cNc/vOIa7ZVEC/BNcVYRTz6FSNeycXuOfQIvdNLlI/y8hLgI0Fh1u2D3LLxAC3bB9k2+AlsPaTMomYXXvj6r5Pq9+KvmslllnzIWfWr1H2mD7cYHqySXW+P4AgP2gzti3D6LYMueLKWSQ9+9SMxDrjPP0dkmuesO+aOhHafVr1ZOZmkgvo1KwMRLG0AG3qEBx8FG36KBYeOjHCNEntvZ70zTfjXHXVJR9AlFJSmZ5i6sATTB14nMbiQneb0HSGx7d1koNegZ0+dU6fOIoJvAjfjQi8iMCN8L2QwI2Yry1yZOEYU+WTVOo1hC/RPNB8gR1q5KVOXmik0dAQiY+5nQMrl9ilmKsDMyRAHCPiCFOL8FsBURhBFCez46KYjBVQdNoUjCY5qmi+S+y2k1wSnkvcdvEjj5rXmWEatLp7j2KJjo0m04RhirYnaPnRKW2rkom6MbGuEesaUgcMgdAlQgfNiNH1GEOPMY2QYgqKaUnOjsk4gtAwqPs6C20ot5Zc4Jdn2JYyguG8xkhBZyAn+s+vht1vK2Ok8BddGo9M0TowndgpCw0tkybzvKvJ3nojxugYvjB5bC7kvmNNvnmkyX3HWzQjjbXug9YjbencvG2A23YM8vwdg1y98dKc+5+rBNPTNL72NZr33Nu1l9LSaTK33072jhehDwzQrlWpzc0SxxHZgSGypYFVMz6DKO54hgd9UeLljmVKvVzDW1gkKCeCu6xXMRo1Mn6bnN8i7ye5S8QZXjgEmkHdSneXmpmmYaWpLa1bGRpmmkBf/zxpEJKnRUE0KdDslnnRpCDb5KUgHVlYcYo4LhLFRUBD68xyl53caktBPwIXXWtiaA10rYmvBbgipqVJ6mg0hENtSQyXqU6ZrDdwkFy6wSQhY3Jhg0JYpRBUGZYNSlEdS5MYmsDQNcxOaZgGdnGIzPAo+eExwke+hjnzMM+7eoRtv/hfL9lrUFx6lIh+nniuiugPHqvwyj/85rrbLV3j2s0Fbtqc5fpBnR1Zie43aVXLtCoVmtUKrUqZMDi1ICOlwHQymE4e3cgg9DRCZJBxijB0CAPz9JcxQmCnjdXRMT3rpv3cm3YXtyssHvkXZo5/i+m5R5kJ28wQMCNDGkIuJ9pIFUBbni1g6zZjmbGuWD6aHmUsM8ZQaghDW/+HXErZFdVnWjPMtea69QV34ZQX3mkzzWh6lJH0CMPOECNSp1Rvky3XiRfmcRcWcVsRbujgBg5eaOMGDkFkJgJmj6iOme7zQIslBFGE1AICXELZxo/aeGEL12/h+018v0XgtYjcJnEYdpYI4ghdxuhxjC5jNJmU3XoMehRjRjFSQKRDpAmkEMRCEKMRi2RdCg1N19EMA83OYKSyOLlk9kZuYJCBkRGGN4wyMJhnsJTDTjtwkS0ZnklIKfFjn1bQohW2+suVbWGLltekXa4QzDSRCx5mNcKoh2hejIgFIta6CwCagTQTf09pZbt1OoN+QhNoToyWlpgpDSurYacN0jmbVM4il0+RzaQRUuPQkyeZ3l/DnU4SfwFIPaI1PE9zbJbRsRITxQkmChNsL2xnwBk473/33uSfS7YsZ5v8s5eMpXPd5kQsXxLOh3PnZzDADVYL6wdmnr6wvnMky7Wbily7Kc+1mxORP7WOTcFaxJ6H9+TBJNp8/378o0dXCXLmxg3Yu/dg796NvXs3elYlUz4feK0mc0cPM38kiVTvFbsAhKZRHNuYeKqPTzCwaQvGabxLpZQ8frLO3Qfn+Jcn588pInHPaI7bdw1x+64hbpkYuCx9c6NY8vjJGvcc6ojqhxfP2iMYYDRvd61fbpkYZMdwJjlPxTFEXpIfJfR6FjexlAjdtbeFXudxKx/bu+3srSUuF6SEmptnujbKdG2UhtdraSIppSuM5WcYy8+Qts5iloOVTWz2CpuhsLVT33LBkqGFfrQ8y3ON2Z7uaSwRkyjPKlp1HtOrYuFh4+FYkLtyG8XnXU3h2t0du8QLf70jpWTxxPGuVUurWulu03SD4fEJhsf3MLBxAoS1ShBPhPKeuhcRuGFf7iQJtIIW9Y79oRe0kxxDnSWFII9OTug4CIRmoKczmNkcZraIbjuYBOixjx666EEbzW+iuw20dh3RqqE3KuhBC63z/YgR1MlTpUSVIi36f3sEMTnqFCiTp0KGJDmsG0Q0/Yia1FkII+aiOmVRw7Na+IaGbwg8Q8PTMrSjUdrRBlw5iK+beLqFp5udxcLXTQJN7xvkEQK2DWbYNZJlz1iOXaM59ozmmBjKYBna0h8l+c53/NzxG4TNKvPHDjN77Dizx09Sr9a6FjTICJ2IoRwMZ2NGCoJ8Sqz7+Ym8iOZTdRoH60TNcOkNwdmQJrsrh7NhedZNFEuq7ZBZV3CyKTnZBFeauFh40sSjU8fEldZyvWe7bqe5cvMw102MceOODezaOIRmOir/03lESon7yKM0vva1xEqq0yZHR5B7ryPYMEa9skhldpbZk9M0W23aQYQfLkWMS1pGhrqeZpE0c3GK2dihYWQJtXOfQa/JmHTgkvebHWG9Rc5vkQs6pd8kF7RJrzcTu4NBhCEiDCKkIYhMDWkLNEti2DHpVEw2FZJ2Qoy0ge5YhJTwowHcsEQ7KOIGeSD5XmhLtrOajmkJ8vmITE7HizO0fIeWZxHFJlLTiYVBiE4gNcJYEkZxEjQWS0JD4BnQ0iQNJDUZsxhFzEch815IzQsuZC73nvc5Ih/UKIQ1CkGNQlglFzbQ1kg+GgqdmlmgauSpmnmqRoGGkUnyL3S4uvk4P9r6R7YOmvzAe/9XMhCneE7yrBXR//AP/5APfOADTE9Pc/311/PRj36Uffv2rdv/s5/9LL/5m7/J4cOH2bVrF+9///u58847z/j5nqsi+n+7e5L/74uPndVjdo5kuXlbiZvGB7h52wCbCjaNcoPFk3NUZ+apzS1SX1ykVa3QrlVxm9XTJiITQse0szjZQhLNXkoEx/zIAANjw2QHc6Rzz23vbC/ymG3OMt2aZmZhPzPTDzBTfpLZ1hxh782nbi4nBbVzlFKDfUL5kliet/Ln/UYmjEMW2gvMteeYac10I9dnWjNUveopH1u0iwylhinIFDk3IN9qUqqXGazNoNfnqbYd6q5J0zdpeTqur9MKTFqBgRcK4igmjkOWbsSFlEm0DBJ66kICMkaQiKqa7PgxxjFaFKNFIVoYIMIALQYhl70ae5FIYh1iTRJrIHXZrcfa6U+3WiwSX0ipYQkN3XCwLAfHSWOlU9hpByebJpVOkc6lyebSpHNptN4kgtZyskBhLSURXPZTvpzE+SAOaAUt2mG7K3o3g2a/AL6OQB7JnvOHBN230D0Lo2VgViRWNcJoBOjNZLq0WON0owkBRgbNzqHbBXS7gJkqYeUzODmTVMYik7PJ5FPk82kKhSylYo50xjnr97Bea/PIA4c49OgMtWryGoI4IMi0aI7M0hqZIzZDCnaBicJEd9mS24J5lhf1S8k/7z9W4YGnmfxTCNg1kuWGLSX2bk2E810juYsaaeUGEU90hfUKD5+ocWCmTvQ0hfVdI7nl5KUdK5il6Hnp+3iTk3hPJIlA/cNHYMVvljEygr1nN86eRDjXn0PXCZeSdqPO/JHJRFg/ephmpdy3XdN1Shs2JX7q4xMMbNyEbphMV13+5ck57j44zzcPzjPfOLuZF8M5mxfuTETz23cOMZK/vHPCdInCrjgdBy5PTS/wyJEZHjs2x5MnFvC8NjY+NiE2AbbwsQmweta7dZJtOTNmLCMYSgmKaYuMra/5m/hcQkpYbJWY6Qjn7WA5gliImMHMImP5GUZzMzjmmX721olKX0lqYFlQXyoLm5MI3QtIHEu8Zu+M0X67mHbdJwpiJCBbbcJqhbhSRYbLAznCMDEHCmQ2DpHZUCKVS2aJOj22ik7WRD/Da30pJVEQd6PCvbbP3NEjzDy1n/kjT+I2G8hYdhL06qTzm7BzWzGdjSTh0+fwPkhJI2hQjyuUgxk8WSWmSUwdDY/ROGI8itgcxeSkQLdzCCOHrjmISCLrNeJa/ZTJD9dCWFaSMyGdQaQcNCeFlnII9BTVIE25ZVNu6DRcQTuStENJM5TUopgjkc8RITlpCFr6iu+u5qKnjqGnjqA5U4geq5Y4yhK1xonb48T+MEuf0U3FVEcoz7JnNMfu0Rw7hrNnNVi9Hu16jdnDh5g7fIjZI5N4zcbyxjjCSdkMbxxlZHSA4eE8jiUQ3UG5ZJFeG/epYzQemMQ9OpcMAMoII2uQ3ZklM26jrTjWMJadJI4+5WZA3Q3OeljP0jWKGYtCNkupkCeXzSLMVPLdNFLJLFujd7GToKCl7YadtJupFdufe8J83G7T/PY9lP/xq9Rmp2nGEdUgoJovsJjK0JCCdhDhBhHtIMILE9/9WGg09QyR0MiGDQy5/vWwp9k0jAwNI0tD75RGhraWelrvt41PniZ50WIgrjEalBkLK2yImwxHTYphk6zfxvFcdC9C+DEiAqEl9yqCpIyFQdso0TSGaOoDNM0hXL2ENAyEoSc5cUwTYVpYKZPCsENhY5HitjFK20dJ561V9y9SSgIvolXzadd8WvVO2VnaZzDzX2iCVM5CT+vg6ESWRmgKXB2amqQeRtS9iFo7oNYOqLYDam5ArR1266017lOMOCDfFctrFIIq2aiR3LevINDMjli+LJo39cxp/2525PGrC/+djB7zY2/5T+SveuFp/56KZyfPShH9L/7iL3jd617Hn/zJn3DLLbfwkY98hM9+9rPs37+fkZGRVf2/9a1v8aIXvYjf+Z3f4Yd/+If5zGc+w/vf/36+973vcc0115zRcz5XRfRvHJjj8987zncPl9f1AdUlpKUgFSdlWgrSsSDVaS9qOqV04lFVTJtkbZNezUVKSRy2QbTRdRchWiDbRGGD0G8Qeg00XaCtvLDrwbDsZauYYpF0YdkqJlMsYVhnmJX5MkdKSc2vMd2cZqY1w0xrJqk3p6nUjoNbTZawf2TbsDKM5LYyOnQlo0NXJhHmmSTi+2JbSMSxpO4mP5TVdkCl7VNtByw0m5xszDDTmmOhPUfFn6cezON785jtFulmSKodk/Fi0r4kFcQ4AVghmJHAisCMJWYcY8kYI45ZqVVLoRFjACYSm1g4RCKFFFmklgYtg9DSCEzABE0nEhqx0IiWFm153ROStpC0NGhqGg1NIyBGkxFaHKDJED0K0OMALQowIh8jDjBCD1u2SEVtLOlhSj+JNiJAI0RDosl43amAWpwI+1os0KJEbNdigR4LLF3HMjQso1PXBaaR2Mss2cyYnVLXtI6gbnUSFzoIy+wmNBS2lQjyvckOHWeVIL8k1kemjqfHtAhoR+2uyN0O2/2C+BrlqSyAlv+AHYHct9A9OxHKPRvdMzEbYLUijJaP8FuIoAGhh2ApKimZsigQaJqJmSqSzg9TGBqlMLKB0tgomWI2sXla8ttPX9iIOCklCyeaHHt8kWNPztFwmzTDFq2oSTk/RWN0BrdY6WonutAZz4/3CesFe9mT1Q2S5J8PHEuizO8/Wjlr/+ZeBjNW15Llhq0lrttcIOecY2SOW4XFSShPQvlIEm0mNNC0pBQaCH25vhTFJtbZLrTudl8KjpddjpRdJhfaTC64HK+4BFIjTobGiDv1CC1ZpzNDpLM9Quuui1gy2qxwXdxgj1tmQ7NMztRI20ZnwECgDwzg7N6JvXsX9u7dGKWBzjGvOD7FRaVVqzJ3ZJL5o4eZO3KYdj0ZnE0EkICFdsiRKMfBIMu8NUTFLPRFIa1HytS5ZfsAt+8c4oW7htk9eoHsuJYiMZeir7uR2e460dpnEOkd+cvrpxAMepOcVdqJUOSfgU3eSkxdJ5tJU8znGCzkKeSyiCXxx3CSGWK6vSwIGXbP0umjW6u3aeZpvlNrZl5fvW3Vw3q3nWm/1X2jKGbhRDPxOD9c70vmqZsaw1tyjG3PM7KtsP6syDP9TIU+1E5A9RhUji2Xrfn1Dh6yIx1RfSsUO5Hr2TE4hUXA+WRJnOlaM9Z9WnWPxuRJ6odO0Jyp4PdYngnL7iTrK6LZ/dfwdtrszjR1siZIkqjwbrR4EhUeeBFxFOI1pmnVjuDWjhNFy9fHmm7h5DaTzm/Fzm5EWznLUggsR8e0dUzHWK7bOpZjYNgaJhGeu8jx+cc4fuI+ZuceR6+XsZstLDcm68KIpzHgCXLSRLdzyxYta9iz9D29baPn82j5HHpuudQLebRcLtmWy6EXCqs85hcaHgdmGhyYqS8v0w2iVsBopDESaQxFAkP2f+aammRWj5nRY+Z1SdD39fA7gvpRNOc4tim7iT2H0wM8b/R6vm/7Pq4d3oN+CovO84WUktrcLLOHn2L28CQLx44Qhf3XkoZlkyklOboypYEkZ1GxRLY0QCqXJ5ybo/HP/0zr298mbiXXS8I0Sd94A9kX3Iw1NgRBe/n8GiRls9ng4NQ8T51c4NjsIpVaDZsApzPw6HQGGW2xPOC4MuGibWiU0haljMVA2sKxtHMfgFw6Z/YK8asEeDs59+pmp251HtdpWzovd9s7pW5ftPPEenjtNkePTXHk4Ucpf+ce/CNP4YY+vowJpaBsZijbWYLOd1gKaOoZ6kaOupHtlDmaenr5N19KnNgjGzbIRs2k7NSdyF33WCKhrRDWs7T0NJoBWc1l1Giz2fEYtVxGTJdBo82gllit5GSdlAgxdYGpJ/djpqGha2sHZAFIK0sgC5SbA1QaBaqNNNVmiqZrIWOQYYyMYmQYARKDgAyNvsXC79+7oScJUAtF9HwOdL2TBFWApiXWtt1r9GSWH5qOBII4CVRzQx030HB9DdfTaAcCzxdIKZLHdH/PROfnMil1XZBKCZyURiqtkUoLUmk9WTLJ+bXVdpmZn2d+foHK4gLV8gLtRp1QSsIYojgmjJNrO18zaRo5qlqWRZFhOspQEzaIzixwRLeUvesiuRdYalv6/f3l6v+g5JW5+SUv4fqf+X/P/UOreEbzrBTRb7nlFm6++WY+9rGPARDHMVu2bOFNb3oT73jHO1b1/7f/9t/SbDb54he/2G279dZb2bt3L3/yJ39yRs/5XBXRAaIgpr7ocuxknUcPV5g8VmNqtkmz5pOKwZKn/8GXQFuTtIQkNAUjw2kmNua5aqLE9bsGGBpIrZuwM44i2vUareqyPUyzWqHVqbu9UQjrYKXSZDrier8ve5F0voh+mSV0C+OQ+fY8083pJLK8mQjmfYk94wi8GrgVcGsQh2TRGRUGo5rNaHEHYxuex+j4ixgY2Il2BkLB2VJzA44ttqi2AiodUbxvaS3Xay0Pt94kbDRwfJds1CYXNMiGTTJhGydycWIXO/awZIAhA3TCRExOYpeATuh3RwZbOfws5LL4rMnEgsWIJbqQWFpMRg9JaTG2pqEbGrEhkKYgNjQW9TzH9WGOamOc0DdyUmzCF1lSUpCSAkcmA0M5oZEVGqamJdnFda2bZdzUBbGU+GGMHy2VMUEYr2lBEQuIkERAKCACImKkdNHjJkbcxIjqWFETK2pgRk10mUTTiyWRXcbJNN6u6C6QsQYdod2IJHokMaMYK4yw4xAzSm7udV3D0gVW5yIuEdgFpg66JtF1ia5JNCERWkwUR0Sys6xRX7IoQUBkaLgZk7ktOWbH8yxuzBCfKnpMgu7bZOI86TBHKsxiB2lM38HwbTTPQvMMRBwj/QbSryO9GpFfJfJqyHhZsBAiGXTTdQ0nlyc7MEJhZJTShjEGN29kYOMITubyicKHRACYerLCsccXqc21iWVMO2zjmkl0+tH849SN5ShbicT1Y6Iwg98eZm6xwJHpDL5bhHPwIlyZ/POGLaVzSygoJbQWE7F8STRfnIT24lkf09MhiiUNL6TWDqi7ITU3oOmFa0eOSYnRiDAqIWY1xKyFif9TbxdLIyiaGEMW6bE0+QGbnGOS7QrrayHWGQxYY8Bg5Y3sypvcvu2969aKm981tmvGc07QD6OYB49XuPuhQzzy8H4Wjx+m5C3grEiMHQmdRavEvDXIgjlAtSOqCwHXbSp0Is2Hed54EVvX+gXuqEesPlVbr5Ddt91fUXpJ3pKLgWb0CNXWGsK1g9QtZtvw5GLIE3Mej856zLbBkyY+iV2Bh4knLXyMzrpFgE6vwFxMm+zblvip37p9gCvH8mjPEp/gMIiYPVJn+lCV2cN1omB5kMK0dUa25RnbUWB4c+7iJKX3m1A9viysV49B5Sh49bX7awbkN/ZErXfE9czwRT9nyCCg9fAjLN5zP/XHDuGGOj42HjZhYYR4cCNBqoQ8A3FWxiFu4yTt2hHa9ePIOEDTBEITmLZDYWyCwU27KG3cip22sRwDs0cgN2SA7regVUM2GkTVGnG9RlSrE9VrxNUazcUZKjOT1JvztIJW5xok+d0wOzYtec0iY+cRdh5pZ5FGCmlZkM0jM1nibJYonSXKZIhSWYJ0Bt/J4qfSeHaaQDfxo7jvWjKI5BptSd0LY6arLgdm6mc0u0ZIKMWiI6oLSpG2SsYr6zHNtE5uLMWWrXl2bcizZyzH+KDFVPsg98/ezyPzjyzfmwAZM8N1w9exd2Qve0p7TmkBeT6JwoDFE8eZPXyI2cOHqMycPKXFkKbrpPNFMqUSqWwOc3YentiPsbCII3R0IbB2bCf34heTuuGGU3r3LzQ87jm0yLeemufbhxY4NNdc0UN2ZvB0RHUR9IntjvDZlIFrRx2uHDbZNWhSNKKegdF2Uq4U9C+WzZXQVojr9oprlt72XvG951pmzWuapJSaSdkXHFlwOXx8hqnjU8xPT9NYmCeozuNU5ym4dTLBcmCIr5tU7BzTqUGqZqFPLG8YGWJx7gM5ehySjeps0epsFlWGZI18WMcJmpiEmCLCJMIgxJARGhGagIwjyKc0cilBLiXIOkndNld8s3QLUqWOnWoxmR3eKQO9QK2VodqwqVYE1XmPZtVf87NsZ0wKwynyQykKww7ZdIzpN4ir1SRBarUnSWonYWpcX+f34DwgAR8bt/PJ9nDwOuseDgGrgxqj2CeMG8kS1YniOlK2uqEtWifMRSfGEZDTdLK6SVbTyWgGltD67lUkScBeGC/nKws7ZdCxpAmjOLGliSRhnJxX615IJDRqmyxy1gJDoxv5kf/vT9GNc7f1UTxzedaJ6L7vk06n+dznPserXvWqbvtdd91FpVLhr//6r1c9ZuvWrfzH//gfefOb39xte9e73sUXvvAFHnzwwTN63ueyiL54ssm3P39wVXsQS2rtgEorYNENmHJ96sRJZG4nOrfVidRtJ8F7a6IJuGpjvmv/ctO2EqNnMTU6CgNa1WpHZC/TrCR+7K1qhVbtDJKeCkGqk/R0WWAvkS4m9VQu3xmdPf80gyYzzZl+obw1w3x7fm3v8NBDeDWGfI9Rt8EoOqMYjAmTUatIZvPNsOlGGLsOrPOTuE5KyUzN4+Bsg6emqxw+scCJk4tMzZRpVBs4kU8q9EmFHqnAJRW1yYRtUpGLE3tJpHUcYBASaxIpQGryrC77hBQgBREGgWYSCAtPs2hrDm3ToGVD04px0wGe4+E6Lq7j4lngGRpxzw27RUBG8ykSMyolW+KATXHIkDQYFgYjmGQ60QEyVUIWx9EHJ7BHtpMe2YlV3JBcJLRD3GaA2+iUzcQTNAwioiAmCiVRGHfqMZ4f0W6HuF7YufGR+FGEH/bcEPXcDK15RpYSIX30uIUeN9DiFnrcRI+baHETTS7dNPU8WEiW/sWawNcdAt0iNAwCXSfSNUJdEmsxGj6a9BAyRI9CtDjAWCrjAFNGOFGAFUc4cYAVB9hR3FkkZiTRhMDQdQxNRxfJomk6sVXAG58g2DIBo1sRWg7hGdDWiVxB1GYplVb3cxcFTQJ3kcAt47tlArdMFDS6ArlmCDRdQzcEpm2RHx5JhPJNGymOjlIYGcN0niE2Cz1U59ocf2KRE/vL3WRuQRTTSAc8aZ3ke+ETHG0dxmeBlTdQUprE/hCxN0LsDxN7wyBXzzY5l+Sfq5ASGjMdsfzwsmDu1dboLCA3BgMTUNqWROLFMUkYTTKVerneWeJ4dVtfv06ywbW2rfHYIAxZqLeZr7Uon6jgnqjAbJ1UzUWP4s5nL7F2ik2BV7DwiyZBwSR2BJqQySyRziKI0YQgY+vkHJO8YyTCumOgX1aitVhHlF/nRre7mP2Ra6tugtfZfhEiEFci45ijs2W+/eRJvnvwJA8cmSX02liEWF07Ep9M1CLr1cj4DRy/hR53Zv4QY+mQc3TGBh0mRhw2lgwKqRgR+RdX4F6iOziyLGx3Be+l931VNPcZbjuHqEIpJZPzTe45tMi9kwvce2iR6dqp/VzXIu8Y7JtI/NRv3T7IVRvzz6jke74bMnO4xvRTVeaPNfqmttsZk7GJPKPbCwxuzFweFoNSJjOB+qLWjyZl6K39GMPu2MBs6beGcYoXRVyP223aDz5E6777cB9/PDmfk5yd9V1XIK56HmzdlURBNpcE8ojK/BHKU09RmZ4kijqDphroqQyFDeNkB0axzAxxs0HcEcZlvY5s1KFRR2vUEa0mhCGxTKxZZJwk24vjGKIacVwhpElM0P35DQwQpoZlWoTGAAv6Bo5YGzmij1I1UlR0m4rm0DRTp0wOeKkpWQY35DNsNy2GQ0E6gqxtdD3LdVNjcFOWoS05hjZnyZZshBAEUcD+8n4emH2Ah+YfohUs33eljBTXDF3D3pG9XDVwFaZ+8QSpKAxoVio0K4s0y8n9YbOymNwnVivrWonGzSbhwgJ6vYGDRkrTSWUyDOy9gcHbX0R+fBtW6tRBBtNVl3sOLXRF9WOLZz8rcGIow63bkySlt24fXJ1vRsrkd6lPYO8I7oHbL8AHncHc3gHfKFgeyO0d1O3WA86nSB9EMW4Q0w4iWn5IuRFTbcbU2jFNF9xAEIaiO1tQStA8mViaRBIjllhxTGBbVAbylAslPDNFoJl40iTAwMfAx8SXyfxej552aWI5DqPFPBvyBhttj1GzzaDeZsBoU6RBjibZuEEqqmOFdbQVs2RjKWm5knpbUncljU5Zb8cEIcnvtmZ0SrNbWukM2cEhcsMbyI1uJjeykezgEKadpb7oU51rUZ1tU51v06qsfV52solgXhhOkx9OURhO4WTO/vskw5CoXicqVxJRvVFHRlHyp5YxMo6TQJLOtbSUMjkHd+tyRb+V6526BOKoW5dRRMt1WWi4VBptqu02DbeJFwbEsSCWyd996SOnaylMI4eh5zD0LKaWS2YSi47VnPBxcLGFiy0Tqd7CQ8RRzzF1jv00MqcE/uXJOYIwRrdCgnEPJ5XlRW94D5uvOjPXCsWzi2ediD41NcWmTZv41re+xW233dZtf/vb3843vvEN7r333lWPsSyLT33qU7z2ta/ttv3RH/0R73nPe5iZmVnzeTzPw/OWT2K1Wo0tW7Y8J0X01nyNf/7Ug6QyyfTJdN4iVXBIFVOkS2nSAxmsjE0QxTw6VeO7h5OEVf96pHzWPqNLbBlIcfP4ADd1RPWdw9lzjlwKXJdWrUJzSVivVpILqWqFVrVMdBrfQaHppPP55Sj2YhE700nclKSzTs73MhEqk3Y6IrgklpK6X6filqm4FSpehapboexVcIP+i6rewGpDGBTtAgU08l6bYrNMwauTlTp6J5M2ThFK25ClbZAdRS5d0HWff2kFpIyJPR8Z+MggSOp+px74RJ5Po96m0WzTarZptzx81yP0PEQUYsQRetwztbvnzxELidTOTBxfskKJNY0Qg0CY+JqFp9m4mkPLSNHU09TNNHUzS9XM0zKdZIpezwWrpWsUOjZBS0sxZZLv1HOOhmE1kVqFQFRx5SLNcJFauEDdX+G/HgUQtJIL0KBFIQwZDQOGMRjpCOsjwmAQA8NKQ3E8EQKXlsKWMxYlpJTEUb/AHoUxYRATd4T3wIuoNF3ma03maw0qrRb1Vptm26PleXh+QOAHhGFEHCUXlzpgxBFm5GJGHnrkokVup2yjxX6/tr7ywIQg1m0i3SHWHWLNQWoOUksT6ykEic+tkAIhE7E7KQWdfO4db/nEzsYgIhVLLE/HCkGTyXOKTib42HKI0hlkJgu2iYhqiLCKJmsQ15BBFU2EmKaObmroukA3NDRdkMrlyQ+PUhhJlvzwKNmBAbRLIN5dCKJYcmCmzv2Hyzz+yBzVyTp6PVy+YReS40bMYdOjlppFs2fRrFk0ex4hVp9z9bjExsw4Vw3t5AXjV3PH9p1n7+Ecx1Cf6o8uLx9OvjcrEVriwVua6IjmE1AaP+3U9QuFlJLgxFQnEegTeE8+2Z22HcVJ9ElFGkzmxrjfGOSblJg9I7FIIugV1pOoGVuHXcMZrt2Y5aoNWa4cy7JzKIWtix6Rf0nwl0mCtKUb1+4N7NJNrr/6Rnfd7cFy26VMxCj0HlF9SaRfT3RfsV03e15Pb3S321NPors9r818pU651qDaaNIO1hZE1sPQBCnDAmni+zrVFslNcA+mAUM5jeGCxlBeW05a1xv93xWtrbXbulHeK/ut03+p7bIaiFmNlJIjC62uoH7PoQWmqmcvqudsg5u2lTqR6oNcszGPcTmIzz20Gz4zh2pMH6qyMNXsuyFPF2zGtucZ216gOJq+rGY4nRIpoTkP1aOJuL4krNemknPSWti51VHrhc0XNPlaUK0y/617mP3mt2lPTtIME4/jdiQ5mhvmidQQWtig6C9gxp1rVRmjxaAHOo4Xk/V8jN7r1zPAM0wwY4xUgyhTo5Fp0kzFuJag7Qh8CzKajR9touxfwVPhTo7LYeQ5zAS72KQtnV2jOXavSPI5mrf7Pr/tus/8sQZzx+rMH28QuP2fCydjJoL6lkRYt1MGYRxysHKQB2Yf4MG5B6n7y1Gvlm5x1eBV7B3eyzVD1+AYly7IQcYx7XotuR8sL9KsVmiUFzsie4XQc5FBSFheJFpY7PHuF+j5PM6GMXKbt5IpDZAtDZApFLt2MWsFXx1bbPHtpxb4dkdYn6mtM4B1CnaPZnn+jiFu7czqKaYvsFXpkkjfd+2xhtDe+V32vDaLtQaLtTrVepNqo0mt3qBRq9OqNYk8Fy0I0cIQwqh7/ZSY68nufYkuY9LtgEzDxwlCnCjEIiYaNXE32MSp9a/1dU2QMnUcUydl6qSspbqGY+qY5/LbYqY7EeOl5ajxvgjyEtIp4Ec69cWFZFmYp7E4T31hvpu0OI4loRcT+BGhH3XspsCw85hWAcMuJHW7QHZwiNJYviOaJ4udfuZEREspaVbKVGZOUp2ZpjI9RWVmeu3ARiHIDQxRHB0jNziKnRnEcEoErka7HtCqebRqAa2a3zfba02EwMmapHMW6XyypPIWqaxJKmfgpHTEkm6zNDDQEf7f8KnvcNPnP046ckldUaMt0mx74Y9x+797/YV4ixSXOUpE59xE9He/+9285z3vWdX+XBTR/eMnmHnve0/dydDRrCV/ZAvNscGyqEUax5oRR+sBh2ohU60IXzPxdQNfMwl0A18z8HUTXzMIdANPNwm0TsRxZyp8IWVy03iJm7YNcPO2EtdsKpx91OQaSCnx262OwF5eZRnTrp0+6ekSsYzxIh8v8voWP/KRa2SJ7r51momt29iGnZSahR35mF4jiR7qRALIjpuJNFJgZpFGBoSOjBJBRkYRRNGK9RgZ95R0roliSdSZ6hTFcbIuOe1Ibfe1dnzG4l6/8B6v8ECYuLpDW3NoGilaRpq6kaFuZGgbaVzdxtNsNN1IBPA1xPBCjyCe+OlbfX0cUzvnm1U/8plrzzHbmmWmNcNca7nejaCJo070Rgv8pBShy6DUGBWJqD6MwagwGdYcSoVxxFKEbScqNo4j2qFHK/ZoRS6tyKcVeTRjj1bk044DWvFy2YqDZJEhbpx42y2J0wk9dSm726VMEmPFUnYip2JkZGBFOnZoYkYmlq9jeQaGq2H4GoavowWgBUAkEbFAoCUiOUtTRzredgiEZqFpDpqWQmgOQkujaTaa7iBON2VSSkQkiT0XrV1DeBWCuEmISyB9Ai2iaVg0TJuW4RB3rIdioVE3sjStPH6qSJQZgGwJJ5NJfDgtg7Stdz05kzadTGc9aeusW8n2tK1jG5eX2H4myT/TMWwNdcZDjXS8/LmvapIjZsRRIyYQMZpZZfNonbHBGnZ6Ht2sk7H0vu9K2kgnnurFCSbyE2wrbOvPjRCFiZjSa8lSPpLcNK1EM5JBpa5Yvi3x2zUuXR4KKSXhzAze/v24Bw7g7T9A3Oi3/RKOg71rZ5IIdM8ezM2bu+9R0wt57GSNh49XkwSmJ6o8Ndc409Pjmpi6YM9Yjms3Fbl2U4HrNhfYPZrrRvidd5ai9JfsQ3pvhMMe8b0vMm3ljfIptneF/IsXpR1JSbUVsNj0WWz66yZ2C7qRaInFiN9ZQmEyWMyzZajI+GiJTUNFNHNZ4JbColpvMzdbZn5mgfnpecIw6vPtt9IZhsa3Mzw+wfDWCbIDg88c0fQCI6XkeLnNPYcWuHcyEdWPl88++jJj6dy4bYBbtyfR6tdtLpyb8PE0aZQ9pg9VmZ6sUp3pv/HPDaXYsL3A6ESe3ODZJ5e+rIlCaEyvjlqvz7DuwFx6EJnfTJzfRJjZSJgaIbQHk2vMICD0PUI/IAw8Ij8gDPxk8X0i38dzPSqNFpV6i1qjTaPl0mq1aXs+vufjh8k1tBmH5PwWOb+JvcY5R4sFhi8wAw0tWu0x7Bo2DTOJCG90lqV6y7TJWy1GnWlSuUmi3DTTtkfYE92ixzqWO0y7vZ0T7Ws5EW+8rEVzy9DYOZxdleRzUzF11oFJUkpq823mjjaYP16nfLK1KsFgbijF0OYsw1tyDGzMIHSYrE7ywOwDPDD3AGV32ZLO0AyuGLiCvSN7uXboWjLmhRuIOVuSe8N2Z2ZzmcbCPOXHHqH6+GM0FubxO/d0wrYxBofQS8U+0VzT9W5Orkyx48NeWqoX0XSDyfkm3+qI6vc8tcBC8+yCzoSAqzbkef6OQW7bMcjN2wbOPWfNGeKHMScqbY6XWxxbbHOs3OJ4uc2xxRbHF5s0a1VyYYNcWO8rtXXugUPNoGbkaBhZanqGktvi2vnD7CyfwJCJlWTdSfP42DiHhzeAIcjoERuzGhuyGiMZwUhKMJwWDDgwYEvSWoSIgzXs0lYEGWh6n4VKUha6onifWH4O17NeO6Q626I616YyU2P+2ExiTePXCL0qoVcj8BMrSt3QEhspS8e0dAxrKWCoQG5wkNzgMNnBQXIDQ2QHh3AyFygnyzki45j64gKV6ZMd0fwkldkZQm/1oLrQdPJDwxRHxyiMbqA4uoHCyOgZ5a47b0lP81ZXZE/1iO1/fM8ktU9+gj3lowxvKzNvp8hvvprvf9N/IlsaOOf3R/HM5Fknol8sOxcVib5MMD1N+X9+hthzkUvRy55L7PlwhgLzEn4Ud/yzfSqtxKv2VB89KQSBtiysL4ntsWEyUMqxYSTP5tEi42NFMrnMciLEpWSI9lIiRGt1MsQzsGiRUtKolqmW56hXFqh3pgE2GhUaQYNm2KThN2mEDdphz82i6P4HSHQpyGlp8iJFVkuRwSYjbFLSREQRuC1kfQ5Zn0c2KxBGyEgiIwmxQGpLU7FTiJ5o27V+QkXn/zCO8YJln0QviPDDGC8WBJpOoBudwYqepdO2NKDhdwYzfL1TajqhbnYTcUASWWym0ljpLE4uTyaXI59xKKSMjiBu9QnixR7BPL1C3LscaAZNZluzzLXmmGnNJPWO4O53p0W2lyPX/RbICBPBkDDQEbRkTIsYl7NPyrYSC0EGnbTQSCNIoyWL0Egt1Tvr6Z71FNqalhISCKWGF4EfSdxI4IYxtXYyPbHWjml6krYX43oSP+gM4HSd6TupkWQnEQsCqRmgG8S6BZqF1C0i3cEiJBfPkYnKRGFAEAriWEAs0QKJCCRakFjXaFJghBIt1qg4BQ7mtnBf8WqOpjc87fdwJaYu+oT1TI/Q3ie894jy2T5h3iBtLYv3ZyOELiX/vP9ouZMA9CyTf0oYiQTjoc6mSMPWNQqOQT5jsWlHgeft28DWHcXu96ru1zlcPcyh6iEmq5McqR3pT+IqY0Tosklz2B7rTPge25tVBmK5+rupW4lIviSYD0xAfvMlTzglpSSan08E8yf24x04QFTtn20iLAt75w7s3Xuw9+zG2roVoZ/5YErDC3lsqsZDxys80hHWD803TyOshwjdBb2N0NoIvWfRWuiGSzEbkklJDKGhaRq6SL63mqYn9aU2TcPQltb1bj0pk/XlRe9YKi23mfrS/pIZJVrHQ1ITWmKjtFQXWnd7tw9JHZFYLulC7/ZfStyrIdCkRMRJHgstjpJ6HKHFIaJTJu0BWhwjoqCzPUDEISIKMKVk1C5hmimkbjHVkDw66/LQSZeHp9vUQ315ujZG14+7u45J7y/jrpEst+8a4oW7hrhlYpCMfeaf1TiOqExPM390krmjR1g4fmTVzDUnk2Vo6zaGt25jaHyCTLF02f2mXUpOVNrce6gTqT65wJGF09jrrUHK1LlxvMTzxktsKDgMZ22GcjbDOZuhrHXeBkUTkdBNhPNDVRqLPQKAEJRG04xtLzC6PU+mcGETsruhS9kts+gusuAudOtlt8yCu0DDb5A20+SsHDkrR97Kd5eltqUla2ZXJXmM42hNMTv0O+tBkLQtbQsCQrdJWJ9PlkaZsFklatcJfbfjK8tqjd2wwUwhjRSBZtOWJq3YoO0nlg7u0hLGp504I4UgFAah0ImEjhWGDLp1Bto1RKzRFHkaRoaGlekTypdLh7DHm1sQs0XMcYU4yhbjKcz0EU46bWasqHsoMRphmCNqb2G+fRUn3SuQXBih0jKS33Ozk5ummwS+NyH8Uv4afSl5/HJiwqV+ecdg50iO3aNZxgczF8wqKQpjFk82mT9WZ/5Yg9p8/3WMpmuUxtLdSPX8kMOxxrGuoD7XmlvuKzR2lXZxw8gNXDd8HXnr8r3P9o+foPq1f2Lx3ntou23cOMbVBdHGMcJSCTf0Txt8lcrluwlOM6UB0oUis6HNgwsR9xxrcs+hBWruOrNB1kHXBNduKnRF9ZvGB0hZZ3duDKOY6ZrbJ5AfX2x169M1FxlL7NjrE8rzYYNsWMdYJ3F1JLRVCT7rRhZXczDjiOvmD3LL9GOMtMoIIbBNjcqm7VRvuJX01VezeTDNllKaLQNphrP208+p0c3fdH6+G24zoDbfTuxY5hLh3G2sHViQLtjdyPL8kI1pB3jNCvWFeeqL8zQWkuh1r7XSU38Zw3bIDQySGxwiNzhEdiApM8US2llc154LcRRRm5+jMnOyK5rXZmdWJfQFkkC5kVEKo2MURzdQHB0jPzxywTzGpZR4rbBPZO8T3OvBKYMFp2suRw8dZ8vUNxkxHqa1WcMe2Mnul/0YV9/xfRfkmBWXL886ER2SxKL79u3jox/9KJD41G3dupVf+ZVfWTexaKvV4m//9m+7bc9//vO57rrrVGLRp4kMQ6TnEfs+0vOSuud1xPbOuustC+++n2zzXKTv4zfbzC7WmZuvsVhuUK02EYGPud5U0l7EciQuQpK2BFknEcCytoZpJEkeJTGxTBYpJTFJGeqCyNQIDUFgiE4JvgG+IfF18HRJaCT9kr5JKYXA8CNMP8b0Igw/WTKRTkE65EKLTGyQDjTsEMyOFUYfQTuJNHcriRDbewehW8tTxaxsEgUHScS/k0JLpdDSKaTtUJUGC6Fg2hec9OB4W3KkEVOOdVzDwtNNXN3CNSxc3SI+R8uLlKmzYyTDzuEsO4az7BzJsmMky/hg+rKL7L0QSCmpetUkcr091yeyz9eniP1G8jeVUefCrLMIsDSTtG53Fqez2KQNh7SRSko9Taq7niZtOqT0NIZudpIT9iQj7EZGLq33bhc962skMDzLi0YviJhdqDB1cobZmXnKc3PUFsu0qov4tSqB20p83DvJVOM1EqiCTDyJReJNbJoxaTOkYLYZNhqk2z7pio9VDtHa/RfhfspiplTiSHGUg7nNTItBphlgRpbw1khQcymwdG2FEN8vvGdtgzCOefh4lcdO1giic/u5XZn889qRPGLO5dgTZeo9N7CpnMXmK0ts3jNAOt/zHgVtwoWnODH9PSbnHuZQ5RCH3FkqcvX5tqDZTGQ2MFHcycTo9WzZcDNmYUvy2bsMCMtlvP37k2jz/QeIFvsTlwrTwNq+A3v3Lpw9e7C2bTtlUrAzJZYxdb9Oza8x0yjzyNQ0j8/O8NTiHMcriyy61Y5I3kZo52ZndsEQdARy0Dq2SpoQPfVOUl4heurLZe9jVj92jcdA4lUsQEMkpyAhlo9BS/oIIZJTWmfwt9KMaLdKnJjLUauViPxhiM4sSnEoa3P7zkFu3zXM7TuHGCucP7uAOIoon5xi7ugk80cPs3ji+Kobx1SuwPD4tq6wni4Uz9vzPxuYrrrcO7mQRKsfWuTQ/PpCwZmSd4yOoG73lcM5m+Ge+kDGWhXRLmPJ4nSza9XSri9/Z4UmGNyUTYTzifw5ec+uhZSSelBnsb1I2Suz2F5k0VvsW2+Faww2RBLNj9GCGM2PEVEyw0uEK8rOovWsW9LAjPXOoqGT5C0xNBNDGBja0rLGterp6MzaC9wWodci9ltokYuQQZKNRUpiGXfyK0sQghoZyiJHmTzzosgcRRZFnkgYhJpBJPQ+wTwSOjHa0xK9bAMm9AWu1I+xRxwhbxxm2m4yaQeU9Y7nutBwtTSWGMXRr8a0byZnbMA29R4xW2DpOmZHxF4tcIt1RO9OW2cfdmcfpq5haOIZP/jmtUMWjte7keorRUTTMRjanGVoS5bBTVkq+jwPzj7IA3MPMNWY6vYTCLYXt7N3eC97R/ZSckoX+6WcEXGrRfOee2l84xuEPbPard270ffdRLxxA81atccupkyzXCb0T23jYtoO6WKJhpbmmKvzeBUemI+Yjx1czTnj74CpC27YWuK2jqf63q1FTE1jruElkeOdCPJuNHm5xcmKS9hzDW/GPvm+qPKkbsZrC8Sx0GgYGep6r1ieo6WnusctBIzmHK5wAm6dfYJdRx8jK/3EgiWTYuCFL6Dw0pdgjo2d0eu8mCyJtL1ieXWujddc4/0QgkzBIj+cotjjYW7aZ3a/7Ldb1BcW+oT1+uI8zUp5XSFYaDqZYpHc4HBHXO8I7QND55QfKgoDqrMzHcF8murMSWrzs2sOEhmm1RXLl8rc4NAFF/XPhjiWuI2gE7XuL5fVRGRfWGzzvYOzbF88xKaZzxPtlQTmVjJbr+UH3/jmZ41lqOLMeFaK6H/xF3/BXXfdxZ/+6Z+yb98+PvKRj/CXf/mXPPHEE4yOjvK6172OTZs28Tu/8zsAfOtb3+KOO+7gd3/3d/mhH/oh/vf//t+8733v43vf+x7XXHNmyQKe0yJ66MHc/sTz0MomCSvNzCoxJYojgjggiAP8yF+39GOfIFrRL/bxIx8v9DlZa3B0vsr0YpXFxTqB28aMfewoxIxDrCjAiiLMSGKFEjOKV5RJPRVDVggyQBpwIjDOINplPZb8nDWRROLZemK/Yuk2jm5jGTbGaWwtNC1AxHW0oIyGi2ZqCFNDszS00hhibDfaxqvQRrahpdMIJxHL27rJZD3mqbLLwbkmT801ODjb4MhCq++C53wwlLXZOZJhxwqxfEPeefqj/89Sojhi0V1ktj0LJHYZiRCeJmWkMLTLN5HU0yVw3WR2Ridx0+LcHAtzC1QXF/C8AHIl4swAQaqImyrSMrM0gsQyo+mFtFwPy50n482S8ecYrR1n88JxNiwukKu1+i4WpS4IiibBgIFfMqlYOWZliZkVyywlAp757/nZJP+szrU49tgiJ56sEHpR4mkbtBkq1NlSPM6o8Rh6c2rNx5atFJOZEpO2xSECjkctIk2nN6JXFzpb81vZXtieWMEUJijYhQvxstckqlbxDhzA3X8Ab/9+wrm5/g66jrVtvGvPYk9MIM5geigkN0btsE3NryWLl5RLYnlvW8NvcKrMD2EcU3dDau2QuhtQd2MabQuiFDJKIeNO2bNO3BHnxFIop+wmyBDI/vbutuW6WKe9vx539tXTDt1tKx8j1ttXz3r//uIVz0nPvpZm5Kx+nlWvRQQIbbXIIKMMsT9M1EmYK/0BQMcxNfZNDPLCnUPcvmuIK8ZyF02MisKAxakTzB+ZZO7YEcpTx1fdXGaKpb5I9VQ2d1GO7ZnCbM3tWr/cO7nIwdnG6R/0NBjIWAxnTMZ1iw2BoNCWODIRPS1Dw7F1RsfzTOwZYGwij+Wc/e9IGIdUvEo3cnzRXewuZbdM2S0ThD5aECezsfx4eemsiyDGDnVSkYkdGZihhik1TM3E1C0MYRDJiDAOCWWYlL1Lpy06TUCKFCANDamLZDEEhmli2SlsO4Vjp3GcDGkng26k8WOHdmzT8GzKrslMA6YaAcfrIY1AdEVvBBRosknMr1os1hbgXCxOyKGeZZgTcog66W6foazNloEUm0tptpRSbBlIIlSLabNPoLYMDUsTWPVjWItPoM89RjjzKPv9Mg/JNo/INjWiJLjAzqHZeXYOXcN1m2/n2pHrGUwNnvXfXbFM4ofsMXeswfyxOgsnGkRB/8zMdNFmeHPipR4VWzxae5gH5h7gaO1oX7/x/Dh7R/ayd3gvw+nhi/kyzggpJd4TT9D4+tdpP/Rw95pVL5XIvuiFZG6/HT2X6/ZNLEQ7wnql3Le4jfqazxFLqLsBZTdmJjA40jKoiRRNI01LT9PU07S1FLrQScUCR4IjkzIlBY4UpDu/i34siQREQCQkISBlgBk1sKMaVlTH6SxG7NH369/5aY0QNI00NT1H3VwWzJt6Gik0hrIWm0tpNvd8RzeXUmwupRieP473z/9M+4EHuu+VMTxE9sUvJnPbbWjp9Oo34BIgpcRtBh3BfGlp4bfWOKcKQbZoUxhJkR/qRJkPpzDPcibAmRCFIc3KIvWFhcRzfX6O+uICjYV5wmD9wA0nkyU3NNyJWh/sRq+ncvkkObDvJd7lM4lYXpk5SX1hPkkKugLTdiiOJWJ5aXQjhbExssWBM5rhfznTbgf8xv/7dbZVphg78TeM7JlmwdmENno1t/7YT7Jh155LfYiKi8izUkQH+NjHPsYHPvABpqen2bt3L3/wB3/ALbfcAsCLX/xitm3bxp/92Z91+3/2s5/lne98J4cPH2bXrl383u/9HnfeeecZP99zWUSfm3mIL3z5zQRI/J4lFDq+phFoOr4QREJL/HE1fXkR+nJbX/3s7A8q7aBrA9PwlhPsAUhpgNRBGivq+nI9NrB0k63FHLsGcuwuZtlVSJMTOmYosCKJEUiMUKIHMUYYYwQxehij+RFaECK8IEnK6fkQR4hUKokKT6f66loqhUil0VIOmgGiehBt8RHE7MOIXssXzYCx62DTjbDpechUidm6x1Ozja5I/tRck4OzDaZrZ5+s61RoArYOpBOBfDgRyXcMZ9k5nKXwDEpconh2EseSdhDRWFig9a/fInjoX4n274daFRG5iMiDOETkTeJhCzloEWV1wo7ffxhLFmWOqbjEibDAsbDAjCwxLQdYIE/E5RdNkLF0rtuciOVLwvlw7gwtA1qLSZLP8iTR3GGmJ2scO5ljobksBJh6wKbiFFs2NMhvGu23ZEmV+qKbgijgaP0oh6qHOFQ5xGRtkoa/WtwacAbYXtjO9mIirG/MbFxlG3CuRI0G3oEn8fY/gXvgAOHJ6f4OQmCNjyeC+e5d2Dt3otn971cQBV0RvCuId8TwqlftE8nDM5n9tPTUiMRCwV62T+jaKdj9tgopI0XdC3nkRJVHTlR56HhSHj4HW4tnO6aEfAzoTbAWwVwAew7MCrGIkEhiLSbj6AxkHa4YHueWLVeye2DHRR/UWYswCFg8cYy5I5PMHT1MZXpq1Q1odmCQ4a0TDI0nwrqdvnx8gC8H5hse31kS1Q8tsn9mbVHpbNEljEUaG0ONsUhgyJ7znZBM65IpI2ZGj4k6szIGs73R7VY3sr2YETh2C91sIrUGnqxSrs9Trs1Tqc/TatQRQbRaGO9dD2IMzcTSzUQY1yxM3cTqiOSmZqKvcZ2s6TpWKo2VSmFYNoZlYZgWhmWhd0rDNJNtpokwDHwtxCOgjY+LR0u6NGSLumzRCJvU/Tp1v07Vq9Pyg67NSjuIaPtL9ZhwDa9ZGVvdgUFipzM46HTakpJOGxiAZJhqj6g+xyYxzwaxiEaMoSdJAXsTA5qZItbgONnRCazB8SQHR2Hz6kTVUia/g7OPwcxjMPc4Ta/GI9LlYdnmMdnGFyLJW2PnsFMDXDV2M9eNXM/Vg1eTNi8P8e7ZSBzFVGba3QSllZn+AAmEoDiaZmhzFms05hBP8ODCA0xWJvsGrTdmN3LDyA3sHd7LWGbssoveDxcWaPzLv9C8+5vLeVgMnfTzbiT74juwJiZOecyh7ye5uXoCU5qVRWrzCzTLFcIgJI4kURjTbIe03BDXjwjDCE0KYuEQaRliLUOkpTv1NJGeQQoLZIgeNzCiGnpUx4jr6FENTa5/j5nsJ0ek5wm1HJGeQzNzOJaVfE9tnbRjkEmb5NImuYyJYxnoZuLrrRsamoiJThwj2P8EsrKARpQkYd+yiezz9pLavR3DNNCMpH93MTV0Q6DrGuICBnFJKWnXA6pzbWpzLSpzbWpzbfz22oJ5rmRTGFmOLs8PORjnIU/b0yF5DTUanaSmvYlN1xucgSSC3EqnadWqa0a42+kMxbGOd3nHkiVdKF52373zxVvf+XWGp2YYnf4me4r34G8foZy9kbGdV3Dbq197+h0onjU8a0X0i81zWUQ/ceI7/M433gEyTKZtniJJ5hImAhOBhcAUAgsNEzqlwNIMTN3GMhxMw8Ey0phmCsvMYJppLCuLZWUxrSymncOy81hWAdPO45Hi0akWDx1r8K9Hajx4rIobnL33tK4JrtqQ56ZtJW4aTxKWjuTPw9Tv+gyc+Fc48V2YfSKx91jCzhNtuIGTuat5Qm7jwGLAU7NNDs41ODTboO6dnQfe6ViyYFkSyHeMJJHlzxULFsWzByklwZEjtB9+BPeRh/EnJyFyk5kyoYduSZwxB2cowhkSaKbW99hIQhTHhFLDtQdpWcPUrWGqxiBlfZB5McBCnKfpRzT9kIYX0fRCGl5Iyw9pehGNpeh5/+xyQaxEiMSr+YYtJfZuTYTzXSO503uXSgnN+f6En4uTiSXUGrTMrRxzr+L44gbcKANmGjSD/HCKLVcOsGl36YymlkopmW/PM1mdTIT16iFONk6uisi2dItt+W1MFCbYXtjOtsK2M04WFrdaeE8+2fU1D06c6O8gBObmzVi7dxHv2EJ78yB1PegK42tFjfflqTgDUkZqWRDvEcPzdr9QnrNyiUf406DaDni0460+U/MI47hjiyTxo5gg7KxHSRlEssc2qdMWyr4+fhhznicmXVCcGAZjjaFIMBRp5OO1P/+OKSikJY4dous+btQmWvpdFRIpkih20zDJ2hlyTpa8kydrZzB0HU0XCE0k9jFL9U6Z3Jx3rGVW1ZPHCD3pr4meura8n259ab2z7zjyqUyfYOH4ERZPHKE6O83KqXC5oZEkSn3rNoa3jmOllJDXy2LT5zuTi9w7ucCxxRZzdY+5usd8w8c/TQIxU8KGUGNjpDEaaWg9b70nEtF8So+Z0yXLmrpEE01sUcURVSxRw6aBLZtYtLFiFysOsCIwQ4kVgRWBTo/tkSbQheiI5Ba2buEYFinTwjHsjlBuIoSG5aSwUimsVBo7nemUiUi+tN5tS6cxTOucxYswijlZdbsWDisTA87WXdC8nvwNLkJrQ6dc1XaWOV+ktNBkco4t2XmGMkU2ZEtsKgwwXiiy0xFsiBvkmovYtakkmWljlnWnj2aGoLAV8huTRKizj4PfZE4GPCxdHpItniJE2tlkFq2do5DdwHXD13Pd8HXsLO3E1FTQyKUg8CIWphrMdyLVm5X+2Ue6qTG4KUt6TGPaOcJj3oMcqBzoy6E1kh7pRqhvyW25rEQ96fu0vnc/jW98I7lW7WBu3UL2jjvI3HwzmCZ+O8RthnitALcZ4PXU3VaI1wzwWiEylkgZEwUtQr9G6DcI/TpRpwy8Gn4YEIQxXpwsMUm0edyJOg+EgSbDbhpcjeW5hkJCqDkEeo5AzyPNPKlUiUymRN5xyJg6GUPH0TUcTTvjMJQ4CIgWFggXFyGKkr+fpqEVC2gDA2BbieVTx/ZpvRIkUpMInWREVJNIPU7qeozUYmSnTWoRUouIRUysR8QiSkotJBIhsZa0aYGB1chiNjKIuo0WGOiaji46i6Zj6AaFwRQDIzmKI+lEMB9MoZvPrIjrwHM74voC9YW5rtDeKC8i4+X7mVSukCT8HEvE8uLoBpzsxZvdd6GRUhLEAa2gRTts0wpbq+r/94tz5B/LsmXmMa52v4jzwhJHo2vBzvFv3vBmUrnnlgb4XEaJ6OeJ57KI3gpafHfmu1i6haVZWOiYcYAZh5hRgBX6WFGIFXpYgYsReoigBX5zeQmW6iu8v88J0bGWSZbISDPt6hypwYFyzGMLMbOuTlM6tLBp4dCUDm1sWtinjELdOpDuE9V3DGdPb2EiJcw/uSycV48DEMaSlhcyrw/xhL6He/3tfKtS5PBi+5w9kddjKGuzYzjTjSxXFiyKZztRpUL70UdxH36E/5+9O4+vs67z/v+6zn5O9n1p06RJ13SBAgpCQVAEhJ+j3NzOMNRBEEXnlnHFe3B0RhxvBFQclZlhxlFB58bBGQUG9R4URRYrQ6HQPd2ytc3SNNtJzr5c1++Pk5zkZGmTZmva9/PxOI+caz3fE0tN3/mczyfS0IA1ahA0hoV7WSnemmI85R6cjgAMdqQeyYk/Sg6A3QnZZZBTkXrkVkB2eeqrJz9drW2aFsFYKkwfDtZTX5OEYolR+5LptjWxhEltSRablhWwcWkeOZ5T/OPdslLrHQ7L+1pSzyeoCAcjFSQU1o5UmBdUp/6OJNX398TRQY7t76OzyY81lLTaHDbKl+dRVV9I0ZKsaf2gHE6EaR1oTQfrLf6WCUPr8qzydPuX2rxaynxlGIaBGY0SPXQ41dP84EEirc0kkvF0O4K4GSdSnE3/0nx6KrPpLHfRawszGBs8aTuVsRw2R0b4PTYcHz2Qz2lf/IFK0hwVrCdGhe9DIXs8ORLWx5Mj29FR58bT52Zunyy8jyetUYF/5jmxRGotrrhFTswiL5YKz7MmCM3DNgu73UZ5jpuyHDfFWW58DhuWmfrvDiv1v34sGR36R0/qHz/RRGTcnwqbYeBNz5hItdhayNZaZjJGNHicaOg4sVAn8UgfGEZ6DrlhGLizivDlV5BdUElWQSUujweHyz70sOF02bE7U18dLlt6f8ZXp+2s+UfvZCzLYiCc4EQgwonBGCcCUboHo5zoDRNoC2KeiGAfSBCLJ4knIhhmjIgRpdcIMWAbJGb34zICuAjjNkO4rCguM4bLjOGYwj+HLMsGQ598tIY+8ZjARczmIYqPmOElZnMTszmJGS5ittQDp5vsnBzy8rIpyMuhJNc7VOHuGtfP3eea3p9V07Qm7Hc8HJZ3+CMkZ+23bBbYYiPh+lCw7nBEyMtKkpsVx+eJ43JFsdkjuJzgdabarUyl57rL7kr9ne3wkmNa5CRi5ERD5EYGyQ31kRMLkYONXOy4MWglxm4rzE5idDpd6WpznD4qc5awsWQjG4s3nnFhq6SEB2N0Hw2kK9XjY4ZqerKd5FS46M/u5LBjLwcC+0Z+kUrqU3HDgfryvJNXe881y7SIhhOpUDyUINB0DP+bewk0HiVmOojjIm73YRWWYisswjbFtnMurwO3z4HTZ8fls+P0Gjh9NuweG3avhUWEaMRPZKCf3u4emo900tHRjb+3j3gohEWqPVzMbifo9mLl+HDm5eApyia7OJf8fDcFPjt5Pjsel0HSTJK0hh5mkoSVSO9LJBOYCYtEIomZsEgmLMyElaqSj5v4jgcpOdRHblsQsGNiJ+p1070kj76yXEy7AyNpw2baMUxb6pEc+mraRz2fx7DasIj7QsSyA8Syg8Szg8Syggz/9tXr8KZ/jhj7NcuZldHCM8uZhc+Z2u+ynf4vPueamUwS9PcRDQTIKS5ZFJ+MG26/OFEIHo6P7AslhvYPPR8+npxk+O2wvqNOKnddQG1HkDUdP8J3mZto+WZ6Qg7WXn4Vay69Yp7eqSw0heiz5FwO0WeVZUE8lArTY4EJQvbg5OF7LJDq83uql8AiFEsOtX9JtYEJxkaui+IkZHkI4iGEh5CVCtpDuIf2u9P77Z5sViwpY21NBRuXV7J+WQlupwPiETi+B+vYa0RbXiM02DdSrRoz2R2vZGu4mh1mHSeYnaE441qwDFeWqwWLnOOseJzo4cOEd+8msnvPuH7ZjrIyvBs34Fm3DndFAUb4BAx2jgTrgx2pireT/f3i8AyF6+WpwDqnfGTbPcM+x2YSBtoyq8v7mlNV9mPZHKmPsg+3YilYDvnLwDm1T9HEwgnaDvZxtKGPwZ5Rw0hzXVStKWTp2gK82dMf2GpZFp3BznSlerO/ma5QF45okix/NP3IH7SoCLnwdQ2SSMbSoblpWYTyXHQvyaZnSTY9ldnEJvl7zcAgy5WVEYBPFo57Hd4z9h8wZzPTtBjoDtPbHqSvM0hvezD90WiL1I8CFuArcJNd6iWrxIOn2IPL62BJvheHfeJ/PFtmanixaVpYQ4OMzaRFOBbm6MBRjviPctR/jPaBdiLxKIZlA8vAMA2wDPKdBZT7yinzllPqLqPAVQCWgZkcGoCYtFKvMXTvCZ8Pn2OOfW4OnZdqXzB8bDLJRCQVqgc7iQY7iUf9GccNDGx219Av74aC8aGh1YZhGwrgU0OjjeFh1kbqmM1uT32M3m7H7hh67rBjd9pxOBzYHHYczqHtoa92pwOHw4bd5cAx9LDbbRhGqirfsNmwGTYMmz29bdhSx2221BqG99mGj6X329PHM47Zxl5rHxo0O/T+Rv23a1kWiViUaChELBwiFgoRDYcY7B7gxJEeetp7CfQNEI+HSCTCJBMRTFsE0xkn7ogSIULMTKQGzZsMDbwE07KGHqQrXU3sxGwuokYqGI/hJWr4iFnZRMkhZvjSwXjM5iRmc2GeYibOdPlc9nQLmbFDU7M9Djr6wxkheVtfmGhi+p/KnI7hoYAjvY69LB3qeVxV6KU81zPuv93h0GP400LD7WNGPx+9HZ9kaGGGoZkfJCLYElFMmyMdmhs2GyvzV7KheAMbSjZQ7C2eo++GzAXLSv1/x/CA0r6OEOaYT534Cp2E8/o55jnMfmsnMUZ+Vspz57GxeCPnl57PivwVGS3mhofcDs8TSFpJTMvMeB4346lzhoLj4efxZCoUj4WSxEIJYiGTWChJPGySCJskwhaJsEUywsTV1MkkjoEQTn8IIz7ys2YyC8KlDsLFdpKuOElXjIQrSsIZJe6MEHdGSDhiJIw4pxvVJKJJwv4olsuGO9uJyz77v2i1JUwqD/dTs6eb3BMjP1v2VmbRvLGE49W5qX/IDjEMA4eRqv62GbahFlap5w6bI10R7rCc2C0HNtOO3XJiN+3YTEd63/DDMG3YTcdIKG/aIDkSzqcawRtDpfkGhgNseQnM3CjJ7DBRX4CIFSYYDxKKh1JfEyFiyZkNiLcZtgnD9nQQP7x/dDB/BvzSfy4lzMSEAffY58PnjA7Jw4nwtAppJmKMKbAYfu6yu/jV4d9T8vu3UNXlYcWxn1K4vIvKd7yLnUds+PLyueajn9C/Kc4RCtFniUL0M0QilgrT05XugcyQPRYcOjZ6f5BoaAD/4CD+UIz+cJzBSCq0mS7LcOD2ZZPnTBKLRgjGEiSSFmHc7DaXs8NcwR5rOSFOvy3M6BYs6arykmxqitWCReRULMsi0dVFeNcuInv2Ej18GEYN+zO8Hjz19Xg3pEL14YFPmMlUq5TB9lEBeycMtKf2n+yHNld2qlo9Z/RjKGQfG24n49B/ZFRY3gL9rRNXyNudqf6vo/uX51Wl9s/C98nfFeZoQy/th/pJDLeoMQxKqrJZuraQsuW52CcJM0czIxESJ06QOH6cRFcX8a4uEl0niHS2EezvJpgIEYoHCSfCGX/vhnOcqcB8KDQnP3dKVePZzuxZ670usyOZMOk/HqK3I5gOzscOkrPZbeSXeSmsyKJg6DEXg7cg9ef7eOh4+hc6zf5mjgePT9iCqDq3OvVpidzUJyayXdmzug7LYiTwHxP+m6aZDufDwQB9bUfobWult/0IIX9f6npz6B7mSJg/btscfq3Z/VE+FWgbGDZSwbkx0romleOP2c44Z+T46f6bc3SonjSTxOOp4fTRSIxIKE4ibJKMW+lwzMLCdCQwXXGSzljqI/+A6bRhugxMpw3cDjy+LLKycsnJKSA3p5D83GIKc0oozC3D4SzEn3DQHYilW8ecGIyOVLsHonQHovSHphD2LkIFPufIMMBC71BAngrMlxR45/TnUMuyiCQj48L1sYH78P7hgMtld7GuaB0bSzaqv/lZJpkw6W0PpqvUB7vHfOLNBom8IN1Zxzhk30PA05vuU+Kyu7Ab9nQ19YRVqKaBPe7EHnNhi6W+jjxGtm3x6f3clXTFUn8PuWKjHnGSjij5PX1UHeyg+Fj30GBwCOW5aK0v4tiaQuLTGGicbj1iOLDZbKngeVQIPbpFicOWGVrbjDHnD91n+JyMMHvUORn7BkPY/nsHxqs7MIJhDAwMpxPnRZvwvH0z7qVVmfcaeo3FEkQOB77DoXooPlLpHIqHCCaCI5XP8czzTlX1fCouu2tc5ftwEO91escH80Pbc108YlkWMTOWUfk9WXuUiZ7P9BcTAE6bMyMAH/5+DH9iYOynEEd/ksBtd0/6/bnnpS/Q8Zs8VnZUsbzj99R5XqX2f1zMtq5lxKMRLvuTP6O0pnbG65czn0L0WaIQ/SxgJtPheyQ4wMFjxzl0tJPm9i7au7ox4iF8RgQfUXxGhCxGP4+O6//YbeWxw1rBDnMFh6wl0x5WWJztyqgmH+5XrhYsIrPHDIWINDQQ2bOH8J69mIOjBuwYBq6aGrwb1uPZsAHn0qUT/2CVjEPg+PhwfbATwr0nX4C3IBWoewtS1/QfzZyTMMzhyQzLC5anKt7nISxOxk06mvwcbeilt22kXYzT42Dp6gKWrikgO9dOousEia6ukceJ1Nekf+Ck97fn5eIoLcVWXMxAroNOX4xkZQk5ZUszwnGXffoV8LIwYpEEfZ2hVGDeEaS/KzSu6trhtlNQnkVhReqRV+ad0i9l5kooHqJ1oDUdrLcOtE7YgqjYW5xuP7Q8bzmV2ZUz7oF/OiLBAPFoBMs0sUxzKHA3h0LzVH9ZM1VSjWkmMZMmyUSSRCwx9EgSjyVIxBMkY0kS8dSxZDxJMp4gkTBTX+PJoX1JkonUwzJNrFQyn/rFw/Bzy4R0n9oJ9g0F2YzZh2FhGAwF79ZQQb2Z2oeVGhpnWCRJYpIkQYKElRj6Gk894kmMmAN7woOBG8vmApsT7A7i2Qmi+REiBSEcOU5ycvLJyy2mMLeE4twyCn1FFHgKKPQUkuvKnZWAIZpI0hOI0R2IjurVHh0VuI+0mZnteTczkeWyU1XoY+lQ9Xg6JC/0srTAR7Z78VQ/RpNRArEAue5c9Tc/R0TDCXqODaYr1SOBkV9mmZZFxBZiIKeLVtcBBnzd2JJ27FEX9vgkIXncmfplH6lP89jSn/ZJ7Ut/ZegXhW4Tw2Nh85jYPGDzWDi8BjYPOL0GDq8Nh9eG0+5IhdTDAfeYINlu2LH3DOB8dRf27XswIrF0AG2/cCOuzZfiWlY1rjp7dABuMxaudVe0qZnA754n9Mab6UIVe0FBquf75s3Ys8/81iBzaThoHg7Yhyvc02F7IrPifThkDsaDRBKRGVVbGxgjofHoFjOOiUN4l91FJBEZV/k9k7YoU+FxeCasCD9ZCD68f67aLz6651F+/stDrDm6kdr2w2wa+Cll71tGd90dNO/awZI163jre//nnLy2nFkUos8Shehnt6RpcfD4IK+39PJaSx+vt/TS7h89rdzCTRwfEbKMKHHLznEK4BS9HYdbsIyuKB+uMs/3KTASmU+WaRJraSWyZzfh3XuIHz2acdyen49n/Xq8G9bjXrMGm9t96pvGI6mhZgMdIwH7cIuY6ODE17iyxwfmOeWcdrnmLLFiMQaaOzmys4NjhweJDMawYlGsaAxfoo9SOimkGwfjf3i2ZWfjKC3FUVqCs6xs6HkpjpISbJ5ZGNgsCyoSiNPbEaC3PUhvR4jB3kiqJ8so7ixnOjAvrMwip9CTCkfPUMMtiJr9zTQPpKrVO4Od484bPTB3+DHVgbmLlZk0ScRNEjFzKIxPpp+PfE2mz4kPbw8fi6e+Dn8awbSsoVkHMeJmnHgyTsyMEzfjxJIxEsk4SSsx9GfKGvma8dzAsDlxONw4nU7c5Rb5y1yU1uRSkjsSknsd3oX7xk0iHEumAvaJAvfh50PbkfjMWrK47DaWptuseMeF5QU+56KpAhU5GcuyCPZHOTE0oLSnLZD+O8eyLKJmbCgaH2p1NTYUH5pJYdgM3D4H7iwnHp8DT5YTt8+Z+prlGHruwOVxzMn/p5nRKKFtrxF48UXix46l97vqasl++9vxXXABhmPhf7llJRKEtr9B4He/I9bSkt7vXrmC7KuuwnveeRh2fUpwpkzLzAyuR4ftE1S8D4f04UR4Vqq8p2qytigTVX+PPe6xe87IT5S+dOwlHvzlT1hz4DJqjwe5qP2fybssn/Itf8vvnnkOm93Odf/rM7h9+rTT2U4h+ixRiH7uaesP83pLL6+39PFaSy8Hjg+OzQzSPE5bZlA+9Ly6yIfHeeb9n4SIQKKvj8ievUT27CbSsB8rNvLDp+F04F61Gs/6dXg3bMBRfBp9VaOBkVA93As5lanQ3Fe0YIG5lUiQ6OkZ03ol1X4l2deXDkYtwE8BJyijj0IsDLDZcXiclBTB0uU+iuqKcA0F5jb9QHnWSAUTsVGheZDwwPh/mPny3enAvLAiC1/umTtAa6qC8SAtAy3pFjAt/haiyfGzCUp9pRmhekVWxYJUq58JLMtiMD5IX6Rv5BEd+hrqoz/sJxAKQcKGLenAlrRjJO3YEkNfk3ZsCQdG0o7LcuMjGw9e3JYXl+XGYbqwm068bjdL6gqprC2kZFk2jrPwZyvLsgjGkhOH7KO+DkYSlOS4021Xqgq96eelOW59mlHOSWbSpP94eKT1S08Yp8eBZ1RAnvqaCsdTIbkTl8d+Rvx/l2VZxJqaCLzwQkaFty03h+zNm8m6/HIcBbMzZ2s6kn4/gZd/T/Dll0Y+eeiwk/WWt5D9jnfgqqqa9zXJxOJmfKSafEwVfDARHNk/KpiPJqOTtkU52fOTtUVZrNoCbXz0F39N3RtvY8mJbM4/9jil1b2c/7m/5nf/fYz+znbWv+MaVr7lbQu9VJljCtFniUJ08YfjvHmkjzda+xiIJKhKD/nMojLPq3+0iCxiVixG5OChVNuX3btI9mS2aXFUlOPdsBHP+nW46+rO6GobK5lMBeUTtV/p7hlXQTya4fXgHK4iLy3FUVKKmVfMcb+LtqYQgb6RT+j48twsXVNA1ZpCPNn6KP1iZZoWAyfC9HaMHwKaZhjkFnnSgXlBRRaerLP/f3PTMukIdqRD9eGBuWO57W5q8kZVq+cuP2v6MocT4cxgfGxQHumb0ke77YadAk9B6uEuGHk+tJ3vzp/0ezb8T5Sz7R/sIiITSfb3E9i6leBLL5P0Dw2dttnwnnce2Ve+HfeqVXP+92GspYXB371AaPvrkBhq2ZKXR/aVQy1bhmcKiZwlLMvitl98AvO1SuqOr2B92/PU2LZxwT230+q9hB2//iU5RSW8844/188jZzmF6LNEIbqIyLnBsiwSnZ2Ed+8msnsP0cZGMEc+Ym/zefGsW4dn3Xo869cvSO9HyzRJ9vaOqyZPdHWR6OnJGKY6luF24ygpGWm/Mio0t+XkTPqDoWVZ9B8PcbShj/ZDfSODIw2DkmU5VK0tpKwmB9sC9r2WU0sPAR2qMp98CKiPwgofhZXZ5Jf75mwI6GITjAczQvWWgZYJP0JdnlWeDtRr82sp85Wdcf/oiptx+iP9I4H4BEF5JBE55X0MDHLduZnh+JigPMc5+d8tIiIynpVIEN61i8ALLxI9eDC931FRnuo/fskls9oyz0okCL/5JoO/e4FYU1N6v6u2lpyrrsS7adMZ0VpGZK58/dWHef63R9jQeTHr2hvY0PNT6j58Gb6bvsl//eM3ScbjXLHlQxQt1ScwzmYK0WeJQnQRkXOTGQwS2beP8J69RPbswQwGRw4aBq7a5Xg3bMCzfgPOJZWzFhRZlkWyvz/deiUjMO/uTlcGTcRwOkcF5aUZgbktL2/Ga0zEk3Q0+jm6r5e+jpHvh8vrYMnqAqrWFpJTqF7oZ4LRQ0B7O4L4TzUEtDKLvNKFHQK6mJiWSXugPT2wtNnfTHe4e9x5Xoc3Va2em6pWr86tntNqdcuyGIgN0BvpzQjI+6P96X2DsUnmNozhc/go8BSQ78mn0F04LijPc+fhsClYERGZK/G2NgIvvUTwv1/FiqbajBkeD1mXXEz229+Os6LitO+dHBwk+PvfE3jhxZHKd4cd34UXkXPVlbhqamb+BkQWgV81/4ovP/PvvK31XdScCHHpsYcp21zC0r95hu2//hVH9uxg2frzufCG9y70UmUOKUSfJQrRRUTEMk1izc3pKvV4W1vGcXtBAZ4N61Oh+urVGK6TDxC2LAvT7x8Kx8e2XzmBFY9PfrHDjqO4GEdpaaqafNRAT3t+/rxVfQb6ohzb38ux/X1EQyPrzS/zUVVfSOWKfByqYp434UCMvo7gWTUEdLEZjA3S4m9JDyxtHWgdV61uYFCWVUZtXm26DcxUq9UtyyKcCNMb6c0Ixcc+N61TD6l02pypgNydT6GncHxQ7inAbZ/CkGUREZlzZihE8L9fJfDiiySOH0/vd69eTfbb3473vI1TbjkYO3qUwPPPE3r9dax4qo2bPS+XrCuuIHvzZux5eXPyHkTOVIf7DvPBp77EhfuvpLwnj8uOPUrFkkFWPfgDeqJeXnr8B9idTt79vz6DcxY/BSJnFoXos0QhuoiIjJXo7R3qo76b6P4DGaG34XTiXrMa7/r1uFevxgwERlWTnxgJyqPjBxem2e04iorSleTpwLy0FHthIYbtzKkWNk2LE62DHG3o4XjLYDq4tTtsVKzIp2ptIQUVPrV0mEWpIaDRdJV5b3uQ8OD41iJZ+W4KzrIhoItJ0kzSHmhPh+qTVav7HL6M3uoGxqRB+UQtZMYyDIM8Vx6FnsKMoHx0FXmWM0t/FkREFhnLsogeOEDghRcI79w18jNXQQHZV1xO1mWXYZ8gs7CSScI7dxL43e+IHjqc3u+qrib7He/Ad+EFatki56x4Ms4f/ftHKdxfx/Kuet5y7FnqzO2se+grsPo6fvv9RxjsOcH51/5/LD//woVerswRheizRCG6iIicjBWLETlwkMie3YR37yHZ23vqiwAMA3tRIc7SsnHtVxyFhYvyHzORYJy2g30c3ddLsH/klwRZ+W6WrkmF6Q6nDbvDnvo69NCA5pMbPQS0tyNIX8ckQ0CLPUNV5tkUVvhw+87+IaCLzUBsgBZ/S7oNzJGBI8TNk3zyZAJZzqxU9bg7nwJPQfr5cFCe68rFbtOnQEREzmaJ3t5Uq5etf8AcHGrT5bDju+BCsq98O67lyzGDoVTLlhdfJNnXlzrHbsd3wSayr3oH7trlC/cGRM4gf/7/vkzTzgE2dGzm/I49bOj5GWs/fTOu99zDoddeYc/zvya/vJKrPviRhV6qzBGF6LNEIbqIiEyVZVnE29qHqtR3EWttxZ6bN66a3FFaiqO4eFEG5VNhWRZ9nSGONvTScbh/3ADLsWz2kUDd4Rj6OipktztS26l99pHzXCPH7A4bDlfm+Yt12GkybtLfpSGg54KEmaAt0JauVG8daMVhc0wYkA/vc9lP3i5KRETOHVY8Tmj7GwRefJFYc3N6v6OinGR3T/rTkracHLKvuJzsyy/Hnp+/QKsVOTN9942f8N0X/4u3H3k3y/uCXNL69yy/eg1FX/gx0VCQZ//x7zCTSa667aPkl5Uv9HJlDihEnyUK0UVE5HRZlnXOt0xIxJJ0HPbTdrCPSDBOIm6STJgkYua4nt2zzbAZo8J4ezqgHx3SO8YE9el9DvvE5w1Vzs/m/66xSIK+jhC9HQF624P4T4QnHAJaWJGVGgSqIaAiIiIyRqy1lcCLLxJ67fV0eO6sqiLnHVfhu/DCU87sETlX7Ty+i1v+4/9w5ZFrWNKXx+VHv8+y8iDV3/stOFxs+8+f0rZ/L8s3vYXzr7l+oZcrc2Cq2e/ZWQInIiJyBjjXA3QAh8tOVX0hVfWFGfsty8I0LZLxVKCeTJip5/HU12QimX4+sm/k3PS+uEkiYZKMj5w/HEBbpkU8miQeTQLTa5lxUoaRqnofWwWfrqIfFcBPEtzHwolUpXl7MDUEdIz0ENChfuY5RR79eRIREZFJuaqrKbz1VvL+x01E9uzBUVKMq7ZWPz+InMKKwjqyvQ56fR1kB8oJuJcS7dqB2XUYW2U9NeddQNv+vRzbt5v1V70Lh1MtE89VCtFFRERk3hmGgd1uYLfbcM3yoHszaaYr3keH9OOD95HwPeP8Cc8zMZNDLVUsi0Q0SSKa5CTjYadFQ0BFRERkNtizs8i65OKFXobIopHlzKLEW0a3p4cKh0mfr5pE9xtEd7yCt7Kekurl+PLyCfn7aT/QwLL1Gxd6ybJAFKKLiIjIWcVmt+Gag1Ynw5Xz6aA9kcwM6BMmydj4QD4RT2KOqaK3O2wUlPs0BFREREREZIGtLFjBi12vYtij+L2VRC07kd1v4r0+VfxTvXETDS//jpZdbyhEP4cpRBcRERGZApvNwOa243RrgKeIiIiIyNniworVPNv4AiGXnwFnNgFHGeH9hykYOr5s/Xk0/P4Feo62MtjbTU5h8YKuVxaGJlKJiIiIiIiIiIjIOemK5RvBgB5fO/2ObILuCiJdvSROHAfAl5tHee1KAFp3vrmQS5UFpBBdREREREREREREzklVuSVkOXLp8XQTtVv4c5aRTJpEXnspfU7NeRcAcGTPTsxkcqGWKgtIIbqIiIiIiIiIiIickwzDoNJXQ4+nB8MWY8BTTsRyEtnxWvqcstoVeLKyiYaCdBw+uICrlYWiEF1ERERERERERETOWWuKVhK1xwi4+gk4fQw4y4geOIA1VHVus9tZtuF8AFp3vbGAK5WFohBdREREREREREREzllvrVwLQHdWG367jwF3BclBP7HWI+lzqjduAuB4cyMhf/9CLFMWkEJ0EREREREREREROWddtnwlluWi19tF2GZjMGcpZixEZM+u9DnZBYWUVC8Hy6J1946FW6wsCIXoIiIiIiIiIiIics4qz/XitsrpcfcStyUJuYsIW24ib27LOK9mY2rAaOuuHVimuRBLlQWiEF1ERERERERERETOWYZhUJW9nLg9zoC7n6DDQ7+jjFjjQcxgMH1exarVuLw+woN+ulqaFnDFMt8UoouIiIiIiIiIiMg5bV3xSgB6fG0EbR4GspZALETkwIH0OXaHk6p1GwBo2akBo+cShegiIiIiIiIiIiJyTnvr0lVY2Oj1dRDCgd9XCfEgkb37Ms6r3pAaMNpx+CCRYGAhlioLQCG6iIiIiIiIiIiInNM2LinGihXR4+4lZIeIM4dwwkZk7x4sy0qfl1daRkHlUiwzyZE9OxdwxTKfFKKLiIiIiIiIiIjIOW15cRa2RDlJW5IT7gHiDgf9jjKSJzpIdHZmnFtz3tCA0Z1vZgTscvZSiC4iIiIiIiIiIiLnNIfdxrLs5QD0+joI48afO9QXvaEh49yla9bhcLoI9PXQc7R1IZYr80whuoiIiIiIiIiIiJzzNpQNDRfNOkLIcOL3VGLFQ+P6ojtcLpbWrwegZdeb875OmX8K0UVEREREREREROScd15lOWYinz5XP4OGQcTuI5K0Ez14ECsWyzi3emOqpUv7gQZikfBCLFfmkUJ0EREREREREREROefVV+ZiRksxbSad7gAJGwRchVixGNHGxoxzCyoqyS0pI5mIc3Tv7gVascwXhegiIiIiIiIiIiJyzltdnosVKwWgI+sESWwM5FRCIkxkX2ZLF8MwqDlvEwAtO9/QgNGznEJ0EREREREREREROedlux0s8aWGi/ZktRLCRZ+rItUXfV/DuPOr6jdgszsYOHGc/s72+V6uzCOF6CIiIiIiIiIiIiLAurIlWEkffncfgzaDmN1NOOEg3tZGsr8/41yX10fl6rWABoye7RSii4iIiIiIiIiIiADrluRhxkqxDItOV4AEFqHcVIuXSMP4avSa81IDRo/t3U1izPBROXsoRBcREREREREREREB6itySUZToflRXw+JpEXAUwRY4/qiAxRXVZNVUEgiHuPY/r3zvFqZLwrRRURERERERERERID6ylzMaBkA7dntJDDot5dgxaNEGvaPGyBqGAY1G1MDRlvV0uWspRBdREREREREREREBCjNcZPvKsOynAy4exi0GcRtTkKGBzMQIN7aOu6aZevPx7DZ6G07ykB31wKsWuaaQnQRERERERERERERUpXl6yryMaMlYMBx9wAJyyJcWAFM3Bfdk51Ned0qAFp2qhr9bKQQXURERERERERERGRIfWUuZizV0uWoty/VF92ZBzBhX3QYGTB6dO8ukonE/CxU5o1CdBEREREREREREZEh9RW5mEPDRVuyO0mYJoNmFiYQbWrGDIfHXVO2vA5vTh6xcIiOg/vnecUy1xSii4iIiIiIiIiIiAxJVaIXY2Gjxz1AzIiSxEYkpxSSSaIHDoy7xrDZqN5wHgAtGjB61lGILiIiIiIiIiIiIjKktjgLl92NFSsEA064/SRMi1BeOTBxX3SA6o2bwDA40dpEsL9vPpcsc0whuoiIiIiIiIiIiMgQh93GmvIcktFUX/RWrz/VF92WDUzeF92Xl09pTW3qGlWjn1UWTYje29vLli1byM3NJT8/nzvuuINAIHDSa7773e9y5ZVXkpubi2EY9Pf3z89iRUREREREREREZNFK9UVPhejN2V0kTZPBmJOk3UniRDfxrq4Jr6vZmBow2rp7B6aZnLf1ytxaNCH6li1b2Lt3L8899xy/+MUveOmll7jzzjtPek0oFOK6667jr/7qr+ZplSIiIiIiIiIiIrLYpfqip4aLHncPkiSIFY8QW7IWmLwavWLlalxeH5HAIMebDs/bemVuLYoQvaGhgWeffZbvfe97XHzxxWzevJmHH36YJ554gvb29kmv+9SnPsU999zDJZdcMo+rFRERERERERERkcWsviIXTA9mIo+o4WTA1YllmgRzU9Xpk4XoNrudZcMDRne+MW/rlbm1KEL0V155hfz8fC666KL0vquvvhqbzcarr766gCsTERERERERERGRs82ailwAzGiqGv2Ip5+EZTFoegCIHjiIlUhMeO1wS5fOxkOEBwfmYbUy1xZFiN7Z2UlpaWnGPofDQWFhIZ2dnbP6WtFolIGBgYyHiIiIiIiIiIiInDuy3Q5qinzpvuiHsnpIJi0GAyZmdj5WNEq0sWnCa3OKiilaugwsiyN7ds7nsmWOLGiIfs8992AYxkkf+/fvn9c13X///eTl5aUfVVVV8/r6IiIiIiIiIiIisvBG90Vv94YwbIMQCxOt3gBM3tIFoOa8VDV6y843sSxr7hcrc2pBQ/TPfvazNDQ0nPRRW1tLeXk5XWMm3iYSCXp7eykvL5/VNX3+85/H7/enH0ePHp3V+4uIiIiIiIiIiMiZr74iFyuRg2V6CeMk7GyHeIhg3jIAIg2Th+iVq+txuD2E/H2caG2eryXLHHEs5IuXlJRQUlJyyvPe9ra30d/fz/bt27nwwgsBeP755zFNk4svvnhW1+R2u3G73bN6TxEREREREREREVlc6itzAQMzWkbEG6bT2U5edC0DcSfFQPzIUZKDg9hzcsZd63A6qarfQPObr9Gy8w1Ka2rnff0yexZFT/S1a9dy3XXX8ZGPfIRt27axdetW7rrrLm6++WYqKysBaGtrY82aNWzbti19XWdnJzt27ODw4cMA7N69mx07dtDb27sg70NEREREREREREQWh/qKPACSQ8NFD/j6ME0I9IZgSQ0AkX0Nk14/3NKl49B+oqHQ3C5W5tSiCNEBHn/8cdasWcM73/lOrr/+ejZv3sx3v/vd9PF4PM6BAwcIjfoD+U//9E9s2rSJj3zkIwBcccUVbNq0iWeeeWbe1y8iIiIiIiIiIiKLR1mum8IsF+ZQiN7qieFy9EM8RHhJPXDyvuj5ZeXkl1VgJpMc3btrPpYsc2RB27lMR2FhIT/+8Y8nPV5TUzOuSf+9997LvffeO8crExERERERERERkbONYRjUV+Ty+8MRLMvJoM1BzNmJPV5FMLsWL6m+6JZlYRjGhPeoPm8T/b/uoGXnG9RddPGk58mZbdFUoouIiIiIiIiIiIjMp1RfdBtmrIQwbrqdxyAWwh/zYrjdmAODxI8dm/T6qrUbsDucDPacoLd98vPkzKYQXURERERERERERGQC9RW5AJjRUiKWi2ZPO1hJgj2DULsagMjeyVu6OD0elqxZB0DrzjfmfsEyJxSii4iIiIiIiIiIiEwgVYlOui/6AadJtscPsTDh8qEQvWHy4aIwMmD02P69xKOROVytzBWF6CIiIiIiIiIiIiITqC3OwuVItXOxMOi12TGcxyEeJOCpACDaeBgzGp30HoVLlpJTVEwyHudYw975WrrMIoXoIiIiIiIiIiIiIhNw2G2sKc8By4kVK0r1RXcdg3iYXj/YiwohkSR68OCk9zAMg+qNmwBo3aWWLouRQnQRERERERERERGRSaT7osdKCeGi1XkMIx4kMhjDWrEegMi+k7d0Wbb+PGx2O30d7fQf75zzNcvsUoguIiIiIiIiIiIiMonhvujJaBlRy0WTPUK+pwcSUULFdQBE9k0+XBTA7cuiYuUaAFp3vTm3C5ZZpxBdREREREREREREZBLpSvRoKRYGRwwbWd4TEA8xaCsEm43E8eMkenpOep/hAaNH9+4imYjP+bpl9ihEFxEREREREREREZnEmqEQHdOLmcglaLnpdbdBLERvVwzX8uXAqavRS6qX48vLJx6N0Lb/5O1f5MyiEF1ERERERERERERkEtluBzVFPiBVjR7GRaujDVsyQDQUx6ytByCy9+QhumEYVG84H9CA0cVGIbqIiIiIiIiIiIjISQz3RTdjZYRwc5gwBc4OAIL5NQBEDuzHSiZPep9lG84Hw6D7aCuDvd1zuWSZRQrRRURERERERERERE5idF/0qOXiCHHyPZ2QiNIf9WLLysIKR4i1tJz0Pr7cPMprVwLQumvHHK9aZotCdBEREREREREREZGTGK5EtxK5mKaXAdNJ1NcO8RC9HSHca9YAp+6LDlC9cRMAR3bvwDxF5bqcGRSii4iIiIiIiIiIiJxEfUXe0DMDM1pGwHJxxHkcuxkkHkmQWDYUop+iLzpAed1KPFnZRENBOg4fnMNVy2xRiC4iIiIiIiIiIiJyEmW5bgqzXMDwcFE3B5IhirwnABjMWgJArLWVZCB40nvZ7PZUb3Q0YHSxUIguIiIiIiIiIiIichKGYaT7oiejZYRx02RFKbQ1A9DvB2dlJVgW0f0Np7zfcEuX482NhAb8c7dwmRUK0UVEREREREREREROId0XPV5AxPQxaJlY7lZIxOhpC+BaWw9MrS96dkEhJdXLwbJo3b1jLpcts0AhuoiIiIiIiIiIiMgpDFeig51ErJSg6aTDfQKnESIZN4ktWQWk+qJblnXK+w1Xo7fuehPLNOdq2TILFKKLiIiIiIiIiIiInMJwJTqk+qIPJl0csiIUZfcDMGgvwnA6Sfr9JDo6Tnm/ylVrcHq8hAf8dLU0zdWyZRYoRBcRERERERERERE5hdriLFyOVJxqDvVFP5AIU+RuA6D3eAT3ypXA1Fq62B1Olq3bCEDLTg0YPZMpRBcRERERERERERE5BYfdxpryHADMWAkhy023lcBh7QagtyM4rb7oMNLSpePwQSLBwBysWmaDQnQRERERERERERGRKUj3RbechGMVxJMWHdZR3K4kZsIkUloLQPTQYaxY7JT3yysto6ByKZaZ5OieXXO5dJkBhegiIiIiIiIiIiIiUzC6L3oiVk7IdNJMlKL8EAD9EQ/2ggKseJzIoUNTumfNUDV6y643pjSQVOafQnQRERERERERERGRKUhXopMaLjqQdHHYilLsPQ5AT1sQz9q1wNRbuixdux6H00Wgt4eeo62zv2iZMYXoIiIiIiIiIiIiIlOwZlSInoyWEsLNETOG10hVnfcfD+FYPb0Q3eFysWTtegBadr05yyuW2aAQXURERERERERERGQKst0Oaop8qQ3TRzRRQCJp0hnYiTfHhWVahPKWgWGQ6Ogk0dc3pfvWnJdq6dJ+oIF4JDJXy5fTpBBdREREREREREREZIpG90UfjFSTMC2a470UlRgA9PUmcdXUAFOvRi+oWEJuSRnJRJyj+3bP+pplZhSii4iIiIiIiIiIiEzR6L7o8Vg5IctFoxWlKKcfgJ62AJ766bV0MQwjXY3eslMDRs80CtFFREREREREREREpmh0JboZLWMg4aTFipHnbAHAfyKMfcUaAKIN+7FMc0r3rarfgM3uwN/VSX9n+6yvW06fQnQRERERERERERGRKaqvyEs/txK5hJNZRE2TEwM7ycp3g2URcBZj83kxQyFiLa1Tuq/L66NyaCipBoyeWRSii4iIiIiIiIiIiExRWa6bwizX0JZBNFpJwrRo6j1E8dJsAHo6QrhXp6rRIw1Ta+kCULMx1dLl2L49JGKxWV23nD6F6CIiIiIiIiIiIiJTZBhGRl/0/uhyEqZFY6yXouJU65aetiCe+npg6n3RAYqX1ZBVUEgiFqVt/9Svk7mlEF1ERERERERERERkGkb3RY9GKwlbThqtKIXu4wAM9oQx6lYDEGtuwQyFpnRfwzDS1egtu96Y5VXL6VKILiIiIiIiIiIiIjINoyvRrVghwYSbECZ9/TvJKfIC4A85cZSXgWkS2X9gyveuWn8ehs1Gb9tRBrpPzPraZfoUoouIiIiIiIiIiIhMw+hKdLATDRdhWhaNJ3aP9EU/FsCzdqilyzT6onuzcyivWwVAy05Vo58JFKKLiIiIiIiIiIiITENtcRYux0i0GoxWpfqi+5soWpIK0bvbAhl90S3LmvL9h1u6HN27i2QiMYsrl9OhEF1ERERERERERERkGhx2G2vKc9LbPdG6oeGi/RQWxMAwCPVHMStrwGEn2dNLoqtryvcvq12BNyeXWDhEx6H9c/AOZDoUoouIiIiIiIiIiIhM0+i+6JFoJVHTSQ8Jgn17yStN9UXv647jXrEidc7eqbd0MWw2qjecD0Drrjdnb9FyWhSii4iIiIiIiIiIiEzT2lEhOpYLI54HQFPndoqXjOqLPqqly3RUb9wEhkFXSxPB/r7ZWbScFoXoIiIiIiIiIiIiItOUOVwUAoFSLAsaexooWjrSF909NFw0evAgVjw+5fv78vIprakFVI2+0BSii4iIiIiIiIiIiEzT6J7oAH2RapKWRePgEQrLszBsBpHBGPGcYux5uVixGNHGxmm9RvXQgNHW3TswzeSsrV2mRyG6iIiIiIiIiIiIyDTleJxUF/nS253RVSSSFm3xAWLRExSUZwHQ2xbEvXYtAJF9DdN6jYoVq3F5fUQCg3Q1TS+Al9mjEF1ERERERERERETkNIweLhpN5uMyvVhAy7E/ULQkFaJ3t51+X3S7w8GyDecB0LLzjdlZtEybQnQRERERERERERGR0zA6RAdwxIoAaDy+g6JRw0Xda9aAYRA/doyk3z+t16jekGrp0tl0iHBgcBZWLdOlEF1ERERERERERETkNIwdLtozWIYFNPYdJL/ch81hIxZOEE64cC2rAiDSML2WLrnFJRQtXYZlmhzZvWOWVi7ToRBdRERERERERERE5DSMDdE7g8sxTYuWYCeWYVJYkWrp0nNsVEuXvdNr6QKjBozuehPLsma4apkuhegiIiIiIiIiIiIip6E810OBz5nebovX4jIN4skIR7sb0i1dutsCI8NFGxqmHYQvWV2Pw+0h2N9H95GWWVu/TM2iCdF7e3vZsmULubm55Ofnc8cddxAIBE56/l/8xV+wevVqvF4vy5Yt4xOf+AT+afYcEhEREREREREREZmIYRgZ1egRPBQmU9tN7a9SvDQVove2BXDVLMfweDADAeJHjkzrdRwuF1X1GwANGF0IiyZE37JlC3v37uW5557jF7/4BS+99BJ33nnnpOe3t7fT3t7ON77xDfbs2cNjjz3Gs88+yx133DGPqxYREREREREREZGz2djhoka8FIDGE7vJLfHicNmJR5MM+uN4Vq8CILJv+i1daoZaurQfbCAWDs1w1TIdiyJEb2ho4Nlnn+V73/seF198MZs3b+bhhx/miSeeoL29fcJr1q9fz89+9jPe8573UFdXxzve8Q7uu+8+fv7zn5NIJOb5HYiIiIiIiIiIiMjZaGxf9BODSwBoHGjBMKCwcrgvenCkL/q+6Q0XBcgvryCvrBwzmeTI3t0zXLVMx6II0V955RXy8/O56KKL0vuuvvpqbDYbr7766pTv4/f7yc3NxeFwzMUyRURERERERERE5BxTX5GXsX2wfyl2C4KRfrpCXSN90Y8NpvuiR5uaMCORab9WzXkXAKmWLhowOn8WRYje2dlJaWlpxj6Hw0FhYSGdnZ1Tukd3dzdf+cpXTtoCBiAajTIwMJDxEBEREREREREREZlIbUkWLsdIzHrEqqAi6YBkjMbuPSN90TuC2IuKcZSUQDJJ9MCBab9W1doN2B1OBru76Otom7X3ICe3oCH6Pffcg2EYJ33s379/xq8zMDDADTfcQH19Pffee+9Jz73//vvJy8tLP6qqqmb8+iIiIiIiIiIiInJ2ctptrC7LSW+H8VBgFgDQ2PE6OUUenB4HybhJf1cYT32qGv10+qI7PR6WrFkHaMDofFrQEP2zn/0sDQ0NJ33U1tZSXl5OV1dXxrWJRILe3l7Ky8tP+hqDg4Ncd9115OTk8NRTT+F0Ok96/uc//3n8fn/6cfTo0Rm/TxERERERERERETl7jR0uSqICgMae/RiGQdGSob7obYEZ9UUHqDkvNWC0rWEv8Vj0NFcs07GgzcFLSkooKSk55Xlve9vb6O/vZ/v27Vx44YUAPP/885imycUXXzzpdQMDA1x77bW43W6eeeYZPB7PKV/L7Xbjdrun/iZERERERERERETknDZ2uGj7wFIM3y66Q8fxR/0ULcmms9FPz7EAddetBrudxIkTxLu6cI5pY30qhUuqyCkqZrCnm7Z9e6g5/8LZfCsygUXRE33t2rVcd911fOQjH2Hbtm1s3bqVu+66i5tvvpnKykoA2traWLNmDdu2bQNSAfo111xDMBjk+9//PgMDA3R2dtLZ2UkymVzItyMiIiIiIiIiIiJnkbEh+nZ/MRU4IRakyd9E8dJUu5e+zhCWw4W7thaAaMP0q9ENw6B6Y6oavWWXWrrMh0URogM8/vjjrFmzhne+851cf/31bN68me9+97vp4/F4nAMHDhAKhQB44403ePXVV9m9ezcrVqygoqIi/VCLFhEREREREREREZkta8pzMrabkqUsSQ8X3UdWvgt3lhMzadLXGZpRX3SAZevPw2a309fRjr+rc8brl5NbNCF6YWEhP/7xjxkcHMTv9/ODH/yA7Ozs9PGamhosy+LKK68E4Morr8SyrAkfNTU1C/MmRERERERERERE5KyT43FSXeRLb4fwUGgWAdDYtRPDMChemsoyM/qiHziIlUhM+/XcvizKV6wGoHXXjhmuXk5l0YToIiIiIiIiIiIiImeqscNFk8mlABzzNxNJRChaMhSiHwvgXLYMW04OViRCtKnptF6v5rwLADiyZyfJRHwGK5dTUYguIiIiIiIiIiIiMkNjQ/TGUAWFOLBiQVoGWtIhen9XiGTcxLNmDXB6fdEBSmtq8eXlE49GaD9weveQqVGILiIiIiIiIiIiIjJDY4eLvtKXR63hgniIxv5GfLkuvLkuLNOityOIZ91QS5fT7ItuGAbVG84HoGXXmzNau5ycQnQRERERERERERGRGRobojdEi6hKOiERpbEnVSk+XI3efSyAZ21quGjsyFGSg4On9ZrLNpwPhkH3kRYCvT2nv3g5KYXoIiIiIiIiIiIiIjNUnuuhwOdMbwfxkk9quGhLTwMJM5ExXNSel4dz6VKwLCKn2dLFl5tH2fIVALTu3jGzNyCTUoguIiIiIiIiIiIiMkOGYYyrRg9aVfiwEYsO0BZoS1eiD3RHiEUSeOpn1tIFRgaMtu7egZlMnvZ9ZHIK0UVERERERERERERmwdjhovtCxSw33BAL0tjfiCfLSXaBByyL3vYgnvpUS5doQwOWZZ3Wa5bXrcSdlU00GKCz8eCM34OMpxBdREREREREREREZBaMrUR/1Z9HneGGeIgmfxMARaNaurjr6jBcLpL+AeJt7af1mja7fWTA6E4NGJ0LCtFFREREREREREREZkF9RV7G9msD+VSbqeGih3v2Y1lWxnBRw+nEvWoVAJF9e0/7dYdD9OPNhwkN+E/7PjIxhegiIiIiIiIiIiIis6C2JAuXYyRyDeAjmyIcGARCJzgRPkHRkiwwDAK9EaKh+Kz0Rc8uLKJ4WQ1YFkc0YHTWKUQXERERERERERERmQVOu43VZTkZ+9qNSpYZLoiHaOxvxOVxkFvkAVItXTzrUiF69PBhzGj0tF97eMBoy643sUzztO8j4ylEFxEREREREREREZklY4eLNkSKUn3RY+P7oncfC+IoLcVeVAiJJNGDh077dStXrcHp8RIe8NPV0nT6b0DGUYguIiIiIiIiIiIiMkvGDhfd5s+njtRw0cP9hwHSfdF72gIYhjErLV3sDifL1m0EUtXoMnsUoouIiIiIiIiIiIjMkrEh+u97c6nGhZGIciLQyUBsgMLKVF/0kD9KeDCGZ+3MQ3SA6o2bAOg8fIBoKDije8kIhegiIiIiIiIiIiIis2RNeWZP9H7TS8KWT4XhgHiIpv4mnC47+aVeALrbAnjWrAabjcTx4yR6ek77tfNKyyioWIKZTHJkz84ZvQ8ZoRBdREREREREREREZJbkeJxUF/ky9h0zytMtXRr7GwEoHuqL3nMsgM3nw7W8BoDIvoYZvX56wOjON7Asa0b3khSF6CIiIiIiIiIiIiKzaOxw0QPRYmqNoRDdnwrRh4eL9rQFsCxrVvqiAyxZuw6H00Wgt4eeY0dmdC9JUYguIiIiIiIiIiIiMovGhujbB/OpM9wQC3F08CjRZJSC8iwMm0EkECfkH+mLHj2wHyuZPO3XdrrcLFm7DoBWDRidFQrRRURERERERERERGbR2OGiL3XnUGDYyU8ksJIJWvwt2B02CiqygFRfdFdNNbasLMxQmFhLy4xef7ilS9v+fcQjkRndSxSii4iIiIiIiIiIiMyqsSF6W9RDyJZLneGCRJgmfxMAxUtG+qIbNhvuNauBmbd0KahYQm5JKclEnKMNu2d0L1GILiIiIiIiIiIiIjKrynM9FPicGfvabRXpli6H+w8DULRksr7oMxsuahgG1RtHBozKzChEFxEREREREREREZlFhmGMq0Y/lChJhejxEM3+ZpJmkvwyL3aHjVg4wWBPJB2ix1paSAaCM1rDsnUbsNkd+I930t/ZMaN7nesUoouIiIiIiIiIiIjMsrHDRd8MFFKJE288SiwZoy3Qhs1uo6Ay1Re9py2Ao6AAR0U5WBbRA/tn9Pour4/KVWsAVaPPlEJ0ERERERERERERkVk2thL95Z4cDMOgNpEEM0ljfyMwqi96WwBgpKXL3pn1RYeRAaNHG/aQiMVmfL9zlUJ0ERERERERERERkVlWX5GXsb3f7yDmzKXWcEMiTKM/FaKn+6K3B7HMUX3RGxqwLGtGayheVkNWQSGJaIS2AzMP5c9VCtFFREREREREREREZlltSRYuR2b82umopM5wQSxEU38TlmWRV+LF4baTiCbxnwjjWbkSw+kk2ddHorNzRmswDIPqDZsAtXSZCYXoIiIiIiIiIiIiIrPMabexuiwnY19jooRq3NjjEQZiA3SHuzFsBkWj+qIbLhfulSsAiOybefX4sg3nYdhs9LYdZaD7xIzvdy46rRA9kUjwm9/8hn/+539mcHAQgPb2dgKBwKwuTkRERERERERERGSxGjtcdGewEKdhUG2mttMtXZamwvbuOeiL7s3Oobx2JQCtu96c8f3ORdMO0VtbW9mwYQPvfe97+fjHP86JE6nfXjz44IPcfffds75AERERERERERERkcVo7HDRP/SmwvLaWAwsMz1ctGhJqhK9rz2ImTTxrF0LQPTQIaxZGAg6PGD0yJ6dJBOJGd/vXDPtEP2Tn/wkF110EX19fXi93vT+G2+8kd/+9rezujgRERERERERERGRxWpsiP5Gt42kK4c6XBAPp0P0nEIPLq+DZMKk/3gYR2Ul9vx8rHicaGPjjNdRWluHNyeXWDhEx+EDM77fuWbaIfrLL7/MF7/4RVwuV8b+mpoa2traZm1hIiIiIiIiIiIiIovZmvLMnugJE3pcS6g1XBAP0RXqYjA2iGEYFC3JBob6ohsGnvpUNfps9EW32ews23A+AK0aMDpt0w7RTdMkmUyO23/s2DFycnImuEJERERERERERETk3JPjcVJd5MvY12SWkWXYKbdS0WyTvwmAoqWpEL372Oz3RQeo2bgJDIOuliaC/X2zcs9zxbRD9GuuuYZvfetb6W3DMAgEAnzpS1/i+uuvn821iYiIiIiIiIiIiCxqY4eL7gkVAlCXSE0XbepPhejFQ5XofZ1BkgkT95q1YBjE29tJ9M089Pbl5VNavRyA1t07Zny/c8m0Q/SHHnqIrVu3Ul9fTyQS4ZZbbkm3cnnwwQfnYo0iIiIiIiIiIiIii9LYEP2V/jwA6iLhjOGivjwXnmwnlmnR1xnEnp2Fq7oagGhDw6yspXp4wOjuHZjm+G4jMrFph+hLly5l586d/NVf/RWf/vSn2bRpEw888ABvvvkmpaWlc7FGERERERERERERkUVp7HDRbccNLHcOdTghHubI4BFiyVhmX/Thli7rhlq6zEJfdICKFatxeX2EBwfoapr5wNJzheO0LnI4+MAHPjDbaxERERERERERERE5q4wN0QejSQa8VRRGBsizDPyWSctAC6sKVlG0NJu2A310HwuwmlRf9IFf/j8iDfuxTBPDNu2a6Ax2h4Nl68/j8Guv0LLzDcpXrJrR/c4V0w7Rf/SjH530+K233nraixERERERERERERE5m5Tnesj3OekPxdP7Wq0yNhr7qMPJG6T6oq8qWJXui97fFSYeS+KqrsbwejCDQWKtrbiXL5/xeqo3buLwa6/Q2XSIcGAQb3bOjO95tpt2iP7JT34yYzsejxMKhXC5XPh8PoXoIiIiIiIiIiIiIkMMw6C+Ipc/NPak9+2NFLERqItFecPt5HD/YQC8OS58eW5C/ii97UHKanLxrF5DeMcOog0NsxKi5xaXULikit62oxzds5NVl2ye8T3PdtOu/+/r68t4BAIBDhw4wObNm/m3f/u3uVijiIiIiIiIiIiIyKI1drjoNn8+AHXhIFgmTf4mkkODPtN90dvmpi86QM3QgNGWXW9iWdas3fdsNbMmOkNWrlzJAw88MK5KXURERERERERERORcN364qA1c2VSaBh7TJJaM0R5sB6B4aRYwarhofSpEjzY1Y4ZCs7KeJavrcbg9BPt66T7SMiv3PJvNSogOqWGj7e3ts3U7ERERERERERERkbPC2BC9zR8hkrMMm2FQa09Vnjf2NwIjlegD3WFikQSOoiIcZWVgmkQOHJiV9ThcLqrWrgegZecbs3LPs9m0e6I/88wzGduWZdHR0cHf//3fc9lll83awkRERERERERERETOBnUl2bjsNmJJM73vmFHBCvZRaxnsM1Ih+pVVV+L2Ocku9BDojdDTFqSiLg9PfT2B48eJ7NuHb9OmWVlT9XmbaN7xOu0HG4iFQ7i8vlm579lo2iH6+973voxtwzAoKSnhHe94Bw899NBsrUtERERERERERETkrOC021hVns2etoH0vv2xYlYAdZEQeA2a/E1YloVhGBQvzR4K0QNDIfpaAr/7HZF9+9LnzFRBeSX5ZRU4PR6iIYXoJzPtEN00zVOfJCIiIiIiIiIiIiJp9RW5GSH66wP5/H9A9WAvdl8J/qifnkgPxd5iipZk07KrO90X3b1qFTjsJHt6SXR14Swrm5U1XfGB27E7nLNyr7PZrPVEFxEREREREREREZGJ1Vdk9kV/tcsBrixclkmVMw+Apv4mAAors8AwCPRFiATj2Nxu3HUrAIjs3Tdra1KAPjVTqkT/zGc+M+UbfvOb3zztxYiIiIiIiIiIiIicjeor8zK2D58IkFxXg/3EXupsHlqARn8jb614Ky6Pg7xiL/4TIXraAixZVYBn7VqiBw4QadhHzjuuWpD3cK6aUoj+5ptvTulms9GLR0RERERERERERORss6YiJ2M7nrTodFSyhL3UJUx+S2q46LCipVn4T4ToPjYUoq+rx//000QPHsJKJDAc0+7ULadpSt/p3/3ud3O9jlPq7e3lL/7iL/j5z3+OzWbjpptu4tvf/jbZ2dmTXvPRj36U3/zmN7S3t5Odnc2ll17Kgw8+yJo1a+Zx5SIiIiIiIiIiInKuy/U4WVbo40hvKL3vQLyEJUBtcADc0BnsJBALkO3KpmhJNk1vnqCnLdUX3bl0KbbcHMyBQaKNjXhWr16gd3LuWTQ90bds2cLevXt57rnn+MUvfsFLL73EnXfeedJrLrzwQh599FEaGhr41a9+hWVZXHPNNSSTyXlatYiIiIiIiIiIiEjK2L7obwbyAcgeaKfcVwpAk3+oL3pFFobNIDwQIzQQwzAMPGvrAYjsa5i/RcvUKtHHev311/n3f/93jhw5QiwWyzj25JNPzsrCRmtoaODZZ5/ltdde46KLLgLg4Ycf5vrrr+cb3/gGlZWVE143OmSvqanh//yf/8N5551HS0sLdXV1s75OERERERERERERkcnUV+by7N7O9Pa2LicU+SAeotZVQGeoi8b+RjaWbMThspNf6qOvM0jPsQC++kI89fWEXn2VyL59cOP7Fu6NnGOmXYn+xBNPcOmll9LQ0MBTTz1FPB5n7969PP/88+Tl5Z36BqfhlVdeIT8/Px2gA1x99dXYbDZeffXVKd0jGAzy6KOPsnz5cqqqquZknSIiIiIiIiIiIiKTGVuJvq9zEKtgOQB1OIGRSnSAoqWpVtbdQy1dPPVrAYgfPUpyYGDO1ysp0w7Rv/rVr/J3f/d3/PznP8flcvHtb3+b/fv388d//McsW7ZsLtZIZ2cnpaWlGfscDgeFhYV0dnZOclXKP/7jP5KdnU12djb/9V//xXPPPYfL5Zr0/Gg0ysDAQMZDREREREREREREZKbqKzND9MFIgj73EgDqYlEAjgwcIZ6MA1C0JBWi97QFsCwLe04OzqECYbV0mT/TDtEbGxu54YYbAHC5XASDQQzD4NOf/jTf/e53p3Wve+65B8MwTvrYv3//dJeYYcuWLbz55pu8+OKLrFq1ij/+4z8mEolMev79999PXl5e+qGqdREREREREREREZkNFXke8n3OjH2Hk6ni4SL/cfLceSStJC0DLQAUlPuw2W1Eg3GC/am22p76ob7oDQrR58u0Q/SCggIGBwcBWLJkCXv27AGgv7+fUCh0skvH+exnP0tDQ8NJH7W1tZSXl9PV1ZVxbSKRoLe3l/Ly8pO+Rl5eHitXruSKK67gpz/9Kfv37+epp56a9PzPf/7z+P3+9OPo0aPTek8iIiIiIiIiIiIiEzEMY1xLlx2BgtQx/xFqc1OtXRr9jQDYHTYKyn0AdB9LZbLpEH3fPizLmpd1n+umPFh0z549rF+/niuuuILnnnuODRs28P73v59PfvKTPP/88zz33HO8853vnNaLl5SUUFJScsrz3va2t9Hf38/27du58MILAXj++ecxTZOLL754yq9nWRaWZRGNRic9x+1243a7p3xPERERERERERERkamqr8jlD4096e3Xetzc6fVAIkKdM5c3gab+zL7oPW0BetoC1Gwoxl1Xi+F2Yw4OEj92DJc6acy5KVeib9y4kYsvvjgdngN84Qtf4DOf+QzHjx/npptu4vvf//6cLHLt2rVcd911fOQjH2Hbtm1s3bqVu+66i5tvvpnKykoA2traWLNmDdu2bQOgqamJ+++/n+3bt3PkyBH+8Ic/8P73vx+v18v1118/J+sUEREREREREREROZmxfdH3dQxC4dBwUdMAUsNFTcsEoHjpcF/0IJZlYTgcuFevAiCyd998LfucNuUQ/cUXX2TdunXcf//9rF27lg9+8INs3bqVe+65h2eeeYaHHnqIgoKCOVvo448/zpo1a3jnO9/J9ddfz+bNmzN6sMfjcQ4cOJBuKePxeHj55Ze5/vrrWbFiBX/yJ39CTk4Of/jDH8YNKRURERERERERERGZD2ND9Lb+MKHsagAqQ37cdjeRRIT2QDsAeSVe7E4b8UiCwZ7UrMfRLV1k7k25ncvll1/O5ZdfzsMPP8y///u/89hjj/H2t7+dFStWcMcdd/DBD37wlP3JZ6KwsJAf//jHkx6vqanJ6AFUWVnJ//t//2/O1iMiIiIiIiIiIiIyXXUl2bjsNmJJM72v2SxjHWDva2F5yXL29+6nyd/E0pyl2Ow2CiuyOHFkkO5jAXKLvekQPdrUiBmNYlN76jk17cGiWVlZ3H777bz44oscPHiQ97///fzDP/wDy5Yt44/+6I/mYo0iIiIiIiIiIiIiZwWn3caq8uyMfbtChaknfS3UDQ8X7W9MHy9emgNAT1sAAEdJCfbiIkgkiR44MA+rPrdNO0QfbcWKFfzVX/0VX/ziF8nJyeGXv/zlbK1LRERERERERERE5KxUX5HZ0uX1Hg843JCMU+tIBeyH+w+nO28ULc0CUn3RTdPCMAy1dJlHpx2iv/TSS9x2222Ul5fzuc99jv/xP/4HW7dunc21iYiIiIiIiIiIiJx1xobo+zoHoSBVgV4Tj2EzbPijfnojvQDkFnlxuu0k40kGToQB8KZD9IZ5XPm5aVohent7O1/96ldZtWoVV155JYcPH+Y73/kO7e3t/Mu//AuXXHLJXK1TRERERERERERE5KxQX5mXsX24a5BEfipEd/cfoyqnCoAmfxMAhs2gcEmqQr37WKqli3v1arDbSXR1kejunq+ln5OmHKK/+93vprq6mocffpgbb7yRhoYGfv/733P77beTlZU1l2sUEREREREREREROWusqcjJ2I4nLY4aZamN3ibq8uuAMX3Rh0L04b7oNq8Xd20qeFdLl7k15RDd6XTy05/+lGPHjvHggw+yevXquVyXiIiIiIiIiIiIyFkp1+NkWaEvY9/ecFHqSV8Ldbm1QKov+rCipakQvbcjSDJpAqgv+jyZcoj+zDPP8N73vhe73T6X6xERERERERERERE5643ti769zzs0XDRGrd0LQGewk2A8CEB2gRuXz4GZMOnvDAHgWbsWgMj+A1iJxDyu/txy2oNFRUREREREREREROT01FeOGS7aEYD8agByBo9T6isFoNnfDIBhGBSNaenirK7GlpWFFYkQa26er6WfcxSii4iIiIiIiIiIiMyzsZXo+zoGsApTbVym2hfdMAw89UPV6GrpMmcUoouIiIiIiIiIiIjMs7GV6IORBCecS1Ibvc0ThujDfdH7OkMk4klgdF/0hrle8jlLIbqIiIiIiIiIiIjIPKvI85Dvc2bsa4gVp570NaeHi7YOtBJPxgHw5brw5LiwTIu+jsy+6LEjR0gGAvO0+nOLQnQRERERERERERGReWYYxriWLm/2ecHuhESU4niMHFcOSSvJkcEj6WvGtnSx5+fjXLIELItog6rR54JCdBEREREREREREZEFMDZE39sZhIIaAIy+k7d06W4bqTpXX/S5pRBdREREREREREREZAGM7Yu+r30ARg8XzZsgRF+SBYC/K0w8Or4vumVZc73sc45CdBEREREREREREZEFMDZEb+sPE8iqTm2MqkRv8jelw3FvtousfDdYFr3tQQDcdXUYTidJv594W/v8vYFzhEJ0ERERERERERERkQVQV5KNy54Z0R4cHi7a28ySrEpcdhfhRJj24Eg4XjSmL7rhcuFetQqASINausw2hegiIiIiIiIiIiIiC8Bpt7GqPDtj346BrKHhohHswS6W5y0HJumLfkx90eeDQnQRERERERERERGRBTJuuGhHEPKHWrr0Nqf7ojf1N6XPGa5EH+wJEw0ngJG+6LHDhzFjsble9jlFIbqIiIiIiIiIiIjIAhkbou/rGIDCVPU5vU3pvuiN/pFKdLfXQU6RFxhp6eIoL8deUIAVTxA9eGgeVn7uUIguIiIiIiIiIiIiskDqK/Mytg93DRIfauFCXzM1eTUYhkFfpI/eSG/6vKIlWQD0DLV0MQwjXY2uvuizSyG6iIiIiIiIiIiIyAJZU5GTsR1PWjSbpamN3mbcNhdVOVXAmJYuSzOHiwJ41g2F6OqLPqsUoouIiIiIiIiIiIgskFyPk2WFvox9uwayweaAeAgCx9N90TOGi1Zmg2EQ7I8SCcQB8KxeDYZBoqOTRF/f/L2Js5xCdBEREREREREREZEFNG646PHQqOGiE/dFd7rt5JWk+qJ3D1Wj27KycC1PtYKJ7FU1+mxRiC4iIiIiIiIiIiKygOorxwwXbc8cLlqbXwtAR6CDUDyUPq94uKXLsVEtXdauBdTSZTYpRBcRERERERERERFZQGMr0fd1DGAVpoJzepvJdeVS4ivBwqLZ35w+r2hJKkTvbgtgWRYw0hc9ur8BK5mch9Wf/RSii4iIiIiIiIiIiCygsZXog5EEHfbK1EZfM1jWSF/0US1dCip8GDaDyGCM0EAMAFd1NTafFzMUJtZ6ZH7ewFlOIbqIiIiIiIiIiIjIAqrI85Dvc2bs2xPISQ0XjQUh0JVu6TJ6uKjDaSe/LDWUtGeoL7pht+Neo5Yus0khuoiIiIiIiIiIiMgCMgxj/HDRzhDkL0tt9DalK9FbB1qJm/H0eemWLqP7otenWrooRJ8dCtFFREREREREREREFthEfdEZ7ove10ypr5RsVzYJM8HRgaPp89LDRSfoix5rbsYMBudh9Wc3hegiIiIiIiIiIiIiC2xsX/R97QNQsDy10duEYRgT9kXPL/dhc9iIhRIE+qIAOAoKcFSUg2UROXBgft7AWUwhuoiIiIiIiIiIiMgCGxuit/WHGfRVpTZ6h4aL5qdC9MP9h9Pn2e02CiuygJG+6ACetUN90feqpctMKUQXERERERERERERWWB1Jdm47Jlx7d5Q3tBw0QAEu9MhenN/c7p1C4z0Rc8I0evXAam+6KPPlelTiC4iIiIiIiIiIiKywJx2G6vKszP27T0ehrylqY3eJpZkL8FldxFKhOgMdqbPK1oyVIl+bKQvunvVSgyng2RfH4nOTuT0KUQXEREREREREREROQOMGy7aPmq4aG8TDpuDmtwaILMvel6pD7vTTjyaZKA7AoDN5cK1YgUAkYaGuV/8WUwhuoiIiIiIiIiIiMgZYO3YEL0jM0QHqM1PbTf2j4ToNpuRUY0+zFNfD6gv+kwpRBcRERERERERERE5A4ytRD/cNUgsrya10ZcaLroiP1VdPjpEh5G+6N0Zw0VTIXr04EGsWGyOVn32U4guIiIiIiIiIiIicgZYW5kZoseTFoej+WDYIToIoR5qcmswMOiN9NIX6UufOxyi97YHMJMmAM4lldjz8rDicaKNmaG7TJ1CdBEREREREREREZEzQK7HSVWhN2Pfvq5oxnBRj8PD0pzUdpO/aeTaYg9Oj4Nk3MR/IgyAYRh46tcCENmnli6nSyG6iIiIiIiIiIiIyBniVMNFYeK+6IYx0he9e6K+6Ps0XPR0KUQXEREREREREREROUPUV+RlbO/r8I8K0ZsBTtkXvWdUX3T32rVgGMTb2kj298/Rqs9uCtFFREREREREREREzhD1leMr0a2CmtRGbxNYFrV5qVC9PdBOKB5Kn1u8NBWi93WGSCZSfdHt2dm4li0DINKgavTToRBdRERERERERERE5AwxNkQfiCRoM0rBsEF0AEK95LnzKPYWY2HRPNCcPjcr3407y4mZMOk/PhKuqy/6zChEFxERERERERERETlDVOZ5yPM6M/btOx4ZGS7alwrN6/LrAGjqHxkumuqLnqpGn7AvesN+LMuas7WfrRSii4iIiIiIiIiIiJwhDMMYP1y0YwAKlqc2hoaL1uWlQvSxfdGLh/uijwrRXcuXY3g8mIEA8dbWuVr6WUshuoiIiIiIiIiIiMgZZKK+6CPDRVMhem1+art1oJWEmUifWzTUF72/K0QingTAcDjwrFkNqC/66VCILiIiIiIiIiIiInIGmbASPR2ip9q5lPnK8Dl9xM04RwePps/15brw5riwTIve9mB6v2et+qKfLoXoIiIiIiIiIiIiImeQsZXox/rC+D2VgAGRfgj1YhhGuqXL6L7oMFKN3tM2vi96tKkZMxyeu8WfhRZNiN7b28uWLVvIzc0lPz+fO+64g0AgcOoLAcuyePe7341hGDz99NNzu1ARERERERERERGRGagrycZlz4xuG05ER4aLDlWjr8hfAcDh/sMZ56b7oreNVKI7SkpwlJRAMkn0wIG5WvpZadGE6Fu2bGHv3r0899xz/OIXv+Cll17izjvvnNK13/rWtzAMY45XKCIiIiIiIiIiIjJzLoeNlWXZGftSfdEzh4sO90Vv9DdiWVb63OFKdP+JMLHISL90z7pUNbr6ok/PogjRGxoaePbZZ/ne977HxRdfzObNm3n44Yd54oknaG9vP+m1O3bs4KGHHuIHP/jBPK1WREREREREREREZGZO3hc9FaJX5VThtDkJxUMcDx1Pn+vJcpJV4AHLordjVF/0oZYu6os+PYsiRH/llVfIz8/noosuSu+7+uqrsdlsvPrqq5NeFwqFuOWWW/iHf/gHysvL52OpIiIiIiIiIiIiIjM2ti96qhJ9KETvS7Vzcdgc1OTVANDY35hxfvGSLAB6jo20xHavXg0OO4kT3cS7uuZo5WefRRGid3Z2UlpamrHP4XBQWFhIZ2fnpNd9+tOf5tJLL+W9733vlF8rGo0yMDCQ8RARERERERERERGZT2Mr0Q91DRLLqQIMCPdBqBeA2ryhli5jQvSipTlAZohuc7tx16aGkaoafeoWNES/5557MAzjpI/9+/ef1r2feeYZnn/+eb71rW9N67r777+fvLy89KOqquq0Xl9ERERERERERETkdK0dU4keT1oc7k1AbmVqx1A1el1+KhRv8jdlnF80VIk+2BshGoqn96uly/QtaIj+2c9+loaGhpM+amtrKS8vp2vMxwsSiQS9vb2Ttml5/vnnaWxsJD8/H4fDgcPhAOCmm27iyiuvnHRNn//85/H7/enH0aNHZ+39ioiIiIiIiIiIiExFrsdJVaE3Y19mX/RUiL48bzkGBt3hbvxRf/pcl8dBTnHq+p620X3R1wIQPXAQKzEydFQm51jIFy8pKaGkpOSU573tbW+jv7+f7du3c+GFFwKpkNw0TS6++OIJr7nnnnv48Ic/nLFvw4YN/N3f/R3vec97Jn0tt9uN2+2exrsQERERERERERERmX31Fbkc7Q2nt/e1D8DK5dDycjpE9zq8LMlZwrHBYzT2N3JB2QXp84uXZDPYHaanLUDlynwAnFVV2HJyMAcHiTY24Vm9al7f02K0KHqir127luuuu46PfOQjbNu2ja1bt3LXXXdx8803U1mZ+vhCW1sba9asYdu2bQCUl5ezfv36jAfAsmXLWL58+YK9FxEREREREREREZGpqK/Iy9je1+EfVYk+0r5luKVLo39sX/RsALpH9UU3DAPP2lQ1ulq6TM2CVqJPx+OPP85dd93FO9/5Tmw2GzfddBPf+c530sfj8TgHDhwgFAotyPqSySTxePzUJ4rIGcXlcmGzLYrfJ4qIiIiIiIjIOaZ+TF/0fe0DWAXnY2BAuBfC/eDNpy6vjhePvjhuuGhhZRYYBiF/lHAghjfbBaT6ooe2bSPSsA9ufN88vZvFa9GE6IWFhfz4xz+e9HhNTQ2WZZ30Hqc6fjosy6Kzs5P+/v5Zv7eIzD2bzcby5ctxuVwLvRQRERERERERkQxjQ/SBSIK2gMXS3AoYaE8NF/VuojYvVZ3eNthGOBHG60j1Qne67OSXeuk/HqLnWIClawqBkb7o8SNHSQ4OYs/Jmcd3tfgsmhD9TDUcoJeWluLz+TAMY6GXJCJTZJom7e3tdHR0sGzZMv33KyIiIiIiIiJnlMo8D3leJ/7wSAeMfe0DLC2sTYXovU1QuYl8Tz5F3iJ6wj20+FtYW7Q2fX7R0uxUiN4WTIfo9txcnFVVxI8eJbKvgayL3zrv720xUYg+A8lkMh2gFxUVLfRyROQ0lJSU0N7eTiKRwOl0LvRyRERERERERETSDMOgviKXV5p60vv2dQxwzZLl0PL7jL7otXm19IR7aPQ3ZoboS7Jp3N5F97FBLMtKFxF66uuHQvR9CtFPQY2AZ2C4B7rP51vglYjI6Rpu45JMJhd4JSIiIiIiIiIi403UF31kuGhzev/wcNGm/qaM8wvLszBsBpFAnNBALL1/uKVLpGHfnLTBPpsoRJ8FagEhsnjpv18REREREREROZPVV4wJ0TsGoKAmtRHqgYgfgBX5KwBo9jeTMBPp8+1OGwXlWQB0Hwuk97trazFcLsyBQeLHjs3hO1j8FKKLiIiIiIiIiIiInKHGVqIf6wvjTzohpyK1Y6gavcxXhs/pI27GOTaYGYoXLU2F6D2jQnTD6aTgllso/d+fw1lZOYfvYPFTiC5z5sorr+RTn/pUejsUCnHTTTeRm5uLYRj09/cv2NpEREREREREREQWg7qSbFz2zBi3oWMACpenNob6ohuGQW1eqs1Lo78x4/yiJdkA9LQFMlq3ZF1ycaoi3W6fq+WfFRSin4Nuu+02DMPgYx/72LhjH//4xzEMg9tuu23K93vhhRcmDMWffPJJvvKVr6S3f/jDH/Lyyy/zhz/8gY6ODvLy8sbdq6Ojg1tuuYVVq1Zhs9kyQngREREREREREZFzjcthY2VZdsa+jL7ofSN90Ydbuozti15Q5sPmsBELJxjsjcztgs9CCtHPUVVVVTzxxBOEw+H0vkgkwo9//GOWLVs2K69RWFhITk5OeruxsZG1a9eyfv16ysvLJ+xFHY1GKSkp4Ytf/CLnnXferKxDRERERERERERkMZu4L3pmJTpAbf5IJfroinOb3UZhxVBLl7bgHK/27KMQfZaYpkVPILqgD9Oc+hTdCy64gKqqKp588sn0vieffJJly5axadOmjHOj0Sif+MQnKC0txePxsHnzZl577TUAWlpauOqqqwAoKCjIqGIf3c7lyiuv5KGHHuKll17CMAyuvPLKCddVU1PDt7/9bW699dYJK9VFRERERERERETONWP7oqcq0YdC9GA3RAcBqMqpwmlzEogF6Ap1ZVyTbukyqi+6TI1joRdwtugLxbjw//xmQdew/YtXU5TtnvL5H/rQh3j00UfZsmULAD/4wQ+4/fbbeeGFFzLO+9//+3/zs5/9jB/+8IdUV1fzta99jWuvvZbDhw9TVVXFz372M2666SYOHDhAbm4uXq933Gs9+eST3HPPPezZs4cnn3wSl8s1o/cqIiIiIiIiIiJyrhhbiX6oa5CYzYsruwwCx1PDRSs24rQ5qc6t5nD/YRr9jZRllaWvKV6azQGgpz2AZVoYtvFdImRiqkQ/h33gAx/g97//Pa2trbS2trJ161Y+8IEPZJwTDAZ55JFH+PrXv8673/1u6uvr+Zd/+Re8Xi/f//73sdvtFBYWAlBaWkp5efmEFeSFhYX4fD5cLhfl5eXpa0REREREREREROTk1o6pRI8nLQ53BUb6oo9q6VKXXwdAY3/mcNHcEi8Ot51ENIm/O4xMnUL0c1hJSQk33HADjz32GI8++ig33HADxcXFGec0NjYSj8e57LLL0vucTidvfetbaWhomO8li4iIiIiIiIiInHNyPU6qCjO7P+zrGNXSZaK+6GNCdJvNoKhyuC+6WrpMh0L0c9yHPvQhHnvsMX74wx/yoQ99aKGXIyIiIiIiIiIiIhMYN1y0fWDCSvTlucsxMOgOd+OP+jOuUV/006Oe6LOkwOdi+xevXvA1TNd1111HLBbDMAyuvfbaccfr6upwuVxs3bqV6upqAOLxOK+99lp6aOhwf/NkMnn6ixcREREREREREZFJ1Vfk8au9x9Pb+zr8ULAhtRE8kRou6s7B5/RRkV1Be6CdZn8z55een75mOETv7QhiJk1sdtVYT4VC9FlisxnTGup5prDb7em2LHa7fdzxrKws/vzP/5zPfe5zFBYWsmzZMr72ta8RCoW44447AKiursYwDH7xi19w/fXX4/V6yc7OPu017dixA4BAIMCJEyfYsWMHLpeL+vr6076niIiIiIiIiIjIYlZfOb4S3XJlYWSXQqAL+lqgPBWqr8hfQXugncb+xowQPafIg9PjIB5J0N8VprAiax7fweKlXzUIubm55ObmTnr8gQce4KabbuLP/uzPuOCCCzh8+DC/+tWvKCgoAGDJkiV8+ctf5p577qGsrIy77rprRuvZtGkTmzZtYvv27fz4xz9m06ZNXH/99TO6p4iIiIiIiIiIyGI2NkQfiCRo6w9P2NKlNi+173D/4YxrDMOgeKlaukyXYVmWtdCLOJMNDAyQl5eH3+8fFzRHIhGam5tZvnw5Ho9ngVYoIjOh/45FREREREREZDGwLIvz//Y5/OF4et93/+xCruG/Yee/wbJLYPOnAeiL9PHXW/8aA4Ovv/3reBwjmUfrnh72vHiMoiXZXPK+unl/H2eSk2W/o6kSXUREREREREREROQMZxjG+OGiHaOHizan9xd4Cij0FGJh0TLQknHNcF/0vs4QyYQ5p2s+WyhEFxEREREREREREVkEJuqLTuHy1EbgOMSC6WN1+akq88b+xoxrsvJdeLKcmEmTvs7Q3C74LKEQXURERERERERERGQRmLAS3Z0DWcWpHaOq0Yf7oo8N0Q3DoCjdF31wDld79lCILiIiIiIiIiIiIrIIjK1EP9YXTvVIH27p0jcSog9XorcMtJAwExnXDYfo3W1B5NQUoouIiIiIiIiIiIgsAnUl2bjsmZFuQ0Zf9Kb0/oqsCnwOH7FkjLZAW8Y1RZWpEL3/eIhELDm3iz4LKEQXERERERERERERWQRcDhsry7Iz9u1rH4CCob7oo0J0wzBYnp/aP7aliy/XhS/XBZZFb4eq0U9FIbqIiIiIiIiIiIjIIjFhX/ThSvTBzszhonmpli5N/ibGSrd0ORaYo5WePRSii4iIiIiIiIiIiCwSY/ui72sfAE8u+IaGi/a1po+tyF8BwOH+w1iWlXFdcXq4qEL0U1GILiIiIiIiIiIiIrJIjK1EP9Q1SCxhQuH4li5VuVU4bA4CsQAnwicyrisc6os+0BMhFskcPCqZFKLLjNTU1PCtb31ryue3tLRgGAY7duyY9JzHHnuM/Pz8Ga9trsViMVasWMEf/vCHaV+7WN7jYnfzzTfz0EMPLfQyRERERERERERmzdoxlejxpMXhrsCEw0WdNifLcpcB4/uie7KcFFZmU1GXRyJmzu2iFzmF6Oeg2267DcMweOCBBzL2P/300xiGMa17vfbaa9x5552zubx59+STT3LNNddQVFR0yoB/tH/6p39i+fLlXHrppel9hmGkH1lZWaxcuZLbbruN7du3Z1z7J3/yJxw8eHBKr3M2BO67du3i8ssvx+PxUFVVxde+9rUpX9vT08PSpUsxDIP+/v4Jz9m6dSsOh4Pzzz8/Y/8Xv/hF7rvvPvx+/wxWLyIiIiIiIiJy5sj1OKkq9GbsS/VFH1+JDifvi/62G+u44Nrq1JBRmZRC9HOUx+PhwQcfpK+vb0b3KSkpwefzzdKq5lY8Hp9wfzAYZPPmzTz44INTvpdlWfz93/89d9xxx7hjjz76KB0dHezdu5d/+Id/IBAIcPHFF/OjH/0ofY7X66W0tHT6b2IRGhgY4JprrqG6uprt27fz9a9/nXvvvZfvfve7U7r+jjvuYOPGjZMe7+/v59Zbb+Wd73znuGPr16+nrq6O//t//+9pr19ERERERERE5Ewzbrho+5jhovFw+lhdfipEH1uJLlOnEP0cdfXVV1NeXs79999/0vN+//vfc/nll+P1eqmqquITn/gEweDIhN+x7Vz279/P5s2b8Xg81NfX85vf/AbDMHj66acz7tvU1MRVV12Fz+fjvPPO45VXXhn32k8//TQrV67E4/Fw7bXXcvTo0YzjjzzyCHV1dbhcLlavXs2//uu/Zhw3DINHHnmEP/qjPyIrK4v77rtvwvf4Z3/2Z/zN3/wNV1999Um/F6Nt376dxsZGbrjhhnHH8vPzKS8vp6amhmuuuYaf/vSnbNmyhbvuuiv9S4ux1eU7d+7kqquuIicnh9zcXC688EJef/11XnjhBW6//Xb8fn+6wv3ee+8F4F//9V+56KKLyMnJoby8nFtuuYWurq70PV944QUMw+C3v/0tF110ET6fj0svvZQDBw5krPfnP/85b3nLW/B4PBQXF3PjjTemj0WjUe6++26WLFlCVlYWF198MS+88MKUv08Ajz/+OLFYjB/84AesW7eOm2++mU984hN885vfPOW1jzzyCP39/dx9992TnvOxj32MW265hbe97W0THn/Pe97DE088Ma01i4iIiIiIiIicyeor8jK293X4wZMHviLAgt7m9LHavFS43hXqYjA2OJ/LPGsoRJ9NlgXxyMI8xkzXPRW73c5Xv/pVHn74YY4dOzbhOY2NjVx33XXcdNNN7Nq1i5/85Cf8/ve/56677prw/GQyyfve9z58Ph+vvvoq3/3ud/nCF74w4blf+MIXuPvuu9mxYwerVq3iT//0T0kkRgYYhEIh7rvvPn70ox+xdetW+vv7ufnmm9PHn3rqKT75yU/y2c9+lj179vDRj36U22+/nd/97ncZr3Pvvfdy4403snv3bj70oQ9N63t0Mi+//DKrVq0iJydnSud/+tOfZnBwkOeee27C41u2bGHp0qW89tprbN++nXvuuQen08mll17Kt771LXJzc+no6KCjoyMdKMfjcb7yla+wc+dOnn76aVpaWrjtttvG3fsLX/gCDz30EK+//joOhyPj+/DLX/6SG2+8keuvv54333yT3/72t7z1rW9NH7/rrrt45ZVXeOKJJ9i1axfvf//7ue666zh06FD6HMMweOyxxyZ976+88gpXXHEFLtfIx4KuvfZaDhw4cNJPQuzbt4+//du/5Uc/+hE228R/VT366KM0NTXxpS99adL7vPWtb2Xbtm1Eo9FJzxERERERERERWUzqK8dXoluWBQVDLV36RkJ0n9NHRVYFoGr00+VY6AWcVRJR+I8PLsxrv/+H4PRM65Ibb7yR888/ny996Ut8//vfH3f8/vvvZ8uWLXzqU58CYOXKlXznO9/h7W9/O4888ggeT+brPffcczQ2NvLCCy9QXl4OwH333ce73vWucfe+++6701XcX/7yl1m3bh2HDx9mzZo1QCog/vu//3suvvhiAH74wx+ydu1atm3bxlvf+la+8Y1vcNttt/G//tf/AuAzn/kM//3f/803vvENrrrqqvTr3HLLLdx+++3T+r5MRWtrK5WVlVM+f/h9tbS0THj8yJEjfO5zn0uft3LlyvSxvLw8DMNIf0+HjQ7Da2tr+c53vsNb3vIWAoEA2dnZ6WP33Xcfb3/72wG45557uOGGG4hEIng8Hu677z5uvvlmvvzlL6fPP++889JrevTRRzly5Ej6vd599908++yzPProo3z1q18FYPXq1eTlZf72c7TOzk6WL1+esa+srCx9rKCgYNw10WiUP/3TP+XrX/86y5Yto6lpfM+uQ4cOcc899/Dyyy/jcEz+V1llZSWxWIzOzk6qq6snPU9EREREREREZLEYG6IPRBK09YdZWrgc2l7PqEQHWJG/go5gB03+Js4vPX8eV3p2UCX6Oe7BBx/khz/8IQ0NDeOO7dy5k8cee4zs7Oz049prr8U0TZqbm8edf+DAAaqqqjLC3tFVzaON7nFdUZH6TdjoViQOh4O3vOUt6e01a9aQn5+fXmdDQwOXXXZZxj0vu+yyce/joosumvS9z0Q4HB73S4STsYY+KTDZ4NbPfOYzfPjDH+bqq6/mgQceoLHx1L8V3L59O+95z3tYtmwZOTk56aD8yJEjGeed7Hu9Y8eOCXuJA+zevZtkMsmqVasy/gy8+OKLGevbv39/RguY2fD5z3+etWvX8oEPfGDC48lkkltuuYUvf/nLrFq16qT38npTgzZCodCsrlFEREREREREZKFU5nnI9WQWFTZ0DE46XLQ2P9XS5XD/4XlZ39lGleizyeFOVYQv1GufhiuuuIJrr72Wz3/+8+NagQQCAT760Y/yiU98Ytx1y5YtO63XG+Z0OtPPh4Nl0zRndM+JZGVlzfo9AYqLi9m9e/eUzx8O98dWZA+79957ueWWW/jlL3/Jf/3Xf/GlL32JJ554YtJwOhgMcu2113Lttdfy+OOPU1JSwpEjR7j22muJxWIZ557sez0cME8kEAhgt9vZvn07drs949joSvdTKS8v5/jx4xn7hrfHVtcPe/7559m9ezc//elPgZFfQhQXF/OFL3yBT3/607z++uu8+eab6fZCpmliWRYOh4Nf//rXvOMd7wCgt7cXSA3BFRERERERERE5GxiGQX1lLv/d1Jvet699gHctHxouOtCeagE91LlieLjo0cGjRJNR3PbTyxLPVQrRZ5NhTLulypnggQce4Pzzz2f16tUZ+y+44AL27dvHihUrpnSf1atXc/ToUY4fP55u1/Haa6+d1poSiQSvv/56upL9wIED9Pf3s3btWgDWrl3L1q1b+eAHR9rnbN26lfr6+tN6venatGkTjzzyCJZlTVpdPtpwX/OTDS9dtWoVq1at4tOf/jR/+qd/yqOPPsqNN96Iy+UimUxmnLt//356enp44IEHqKqqAuD111+f9vvYuHEjv/3tbydsebNp0yaSySRdXV1cfvnl0773sLe97W184QtfIB6PpwP95557jtWrV0/YygXgZz/7GeHwyBTp1157jQ996EO8/PLL1NXVkZubO+6XGP/4j//I888/z09/+tOMX1bs2bOHpUuXUlxcfNrvQURERERERETkTFNfkZcZonf4wbsSvAUQ7oO+FihNtQ4u9BSS786nP9pPi7+F1YWrJ7mrTETtXIQNGzawZcsWvvOd72Ts/8u//Ev+8Ic/cNddd7Fjxw4OHTrEf/7nf046WPRd73oXdXV1fPCDH2TXrl1s3bqVL37xi8DkbUwm43Q6+Yu/+AteffVVtm/fzm233cYll1ySDtU/97nP8dhjj/HII49w6NAhvvnNb/Lkk0+mh25OR29vLzt27GDfvn1AKrDfsWMHnZ2dk15z1VVXEQgE2Lt377hj/f39dHZ20traynPPPcf//J//kx//+Mc88sgj5Ofnjzs/HA5z11138cILL9Da2srWrVt57bXX0r8wqKmpIRAI8Nvf/pbu7m5CoRDLli3D5XLx8MMP09TUxDPPPMNXvvKVab/3L33pS/zbv/0bX/rSl2hoaGD37t08+OCDQCrU37JlC7feeitPPvkkzc3NbNu2jfvvv59f/vKX6XusWbOGp556atLXuOWWW3C5XNxxxx3s3buXn/zkJ3z729/mM5/5TPqcp556Kt0PHqCuro7169enH8Oh+Nq1ayktLcVms2UcX79+PaWlpXg8HtavX5/xCYSXX36Za665ZtrfGxERERERERGRM9m44aIdA6knhUPV6H2Z7ZiHq9Gb/ONnz8nJKUQXAP72b/92XDuVjRs38uKLL3Lw4EEuv/xyNm3axN/8zd9MOlDTbrfz9NNPEwgEeMtb3sKHP/xhvvCFLwBMq384gM/n4y//8i+55ZZbuOyyy8jOzuYnP/lJ+vj73vc+vv3tb/ONb3yDdevW8c///M88+uijXHnlldN748AzzzzDpk2b0oNOb775ZjZt2sQ//dM/TXpNUVERN954I48//vi4Y7fffjsVFRWsWbOGP//zPyc7O5tt27Zxyy23THgvu91OT08Pt956K6tWreKP//iPefe7350e9nnppZfysY99jD/5kz+hpKSEr33ta5SUlPDYY4/xH//xH9TX1/PAAw/wjW98Y9rv/corr+Q//uM/eOaZZzj//PN5xzvewbZt29LHH330UW699VY++9nPsnr1at73vvfx2muvZbTzOXDgAH6/f9LXyMvL49e//jXNzc1ceOGFfPazn+Vv/uZvuPPOO9Pn+P1+Dhw4MO31n0okEuHpp5/mIx/5yKzfW0RERERERERkIdVXZIboR3vD+MPxkRB9TF/04RBdfdGnz7CGmw3LhAYGBsjLy8Pv95Obm/kHMxKJ0NzczPLly6cdEp8rtm7dyubNmzl8+DB1dXULvZxZtWvXLt71rnfR2Ng4rR7hMn8eeeQRnnrqKX79619Peo7+OxYRERERERGRxSiWMFn3pWeJJ0fi3Z/ceQkXu1vgxa9B3lK44aH0sbZAG/e/ej8uu4uvX/F17Db7BHc9t5ws+x1Nlegyq5566imee+45Wlpa+M1vfsOdd97JZZdddtYF6JCq1H/wwQdpbm4+9cmyIJxOJw8//PBCL0NEREREREREZNa5HDZWluZk7NvXMQAFQ7Pi/G2p4aJDKrIq8Dq8xJIx2gPt87nURU8husyqwcFBPv7xj7NmzRpuu+023vKWt/Cf//mfC72sOXPbbbexYcOGhV6GTOLDH/7wuIG5IiIiIiIiIiJni3F90dsHwFcInnzAgv7W9DGbYaM2L9XqpdHfOI+rXPwUosusuvXWWzl48CCRSIRjx47x2GOPUVRUtNDLEhEREREREREROeuM7Ys+brhob2YHhdr8oRC9XyH6dChEFxEREREREREREVmExlaiHzoeIJYwoXCopcvY4aJ5qZbLjf2NaFTm1ClEFxEREREREREREVmE1o6pRI8lTRpPBEYq0fsyK9Grc6uxG3YGYgN0h7vna5mLnkJ0ERERERERERERkUUoz+tkaYE3Y9++9tHDRY9BIpY+5rQ7qc6tBtQXfToUoouIiIiIiIiIiIgsUhP2RfcVgjsXLDNjuCioL/rpUIguIiIiIiIiIiIiskiN7Yu+r30ADGPS4aLDfdGb+jP7pcvkFKKLiIiIiIiIiIiILFITVaJbljUqRM8My4cr0Y+HjjMYG5yXNS52iyZE7+3tZcuWLeTm5pKfn88dd9xBIBA46TVXXnklhmFkPD72sY/N04rPDTU1NXzrW9+a8vktLS0YhsGOHTsmPeexxx4jPz9/xmubaz09PZSWltLS0jLta++9917OP//8WV+TZLrkkkv42c9+ttDLEBERERERERGZM2Mr0f3hOO3+yKQhepYzi/KscgCa/ZlV6jKxRROib9myhb179/Lcc8/xi1/8gpdeeok777zzlNd95CMfoaOjI/342te+Ng+rPbPddtttGIbBAw88kLH/6aefxjCMad3rtddem9L/DmeqeDzOX/7lX7JhwwaysrKorKzk1ltvpb29/ZTX3nfffbz3ve+lpqYGGPkFwfAjJyeHdevW8fGPf5xDhw5lXHv33Xfz29/+dkprPBsC9xdeeIELLrgAt9vNihUreOyxx056/r333jvuF2CGYZCVlTXh+U888QSGYfC+970vY/8Xv/hF7rnnHkzTnKV3IiIiIiIiIiJyZlmS7yXX48jYt699AAonHi4KUJefaumivuhTsyhC9IaGBp599lm+973vcfHFF7N582YefvhhnnjiiVOGnT6fj/Ly8vQjNzf3pOefKzweDw8++CB9fX0zuk9JSQk+n2+WVjW34vH4uH2hUIg33niDv/7rv+aNN97gySef5MCBA/zRH/3RSe8VCoX4/ve/zx133DHu2G9+8xs6OjrYuXMnX/3qV2loaOC8887LCM2zs7MpKiqa+ZtaBJqbm7nhhhu46qqr2LFjB5/61Kf48Ic/zK9+9atJr7n77rszfvnV0dFBfX0973//+8ed29LSwt13383ll18+7ti73/1uBgcH+a//+q9ZfU8iIiIiIiIiImcKwzAm7ovuKwJ3DlhJ6D+ScXy4L7pC9KlZFCH6K6+8Qn5+PhdddFF639VXX43NZuPVV1896bWPP/44xcXFrF+/ns9//vOEQqG5Xu6icPXVV1NeXs79/z97dx5XY97/D/x12veylIoopSSkjGiyRZxmMDIMhqGMdYiiDP2YsdxIlCFGxo1KGIwvMYMhS4ZEZJKttNuKEZVE6/n90d01jjopIvF6Ph7nMZ3Pdn2uq8u5u9/X57w/vr7Vtjtz5gx69OgBVVVVGBkZYcaMGXj69KlQ/3I6l4SEBHTv3h0qKipo164djh07BpFIhPDwcKlxU1NT4ejoCDU1NVhbWyM6OrrSscPDw9GmTRuoqKhALBbj9u3bUvVBQUEwNTWFkpISLCwsEBYWJlUvEokQFBSEL774Aurq6li6dGmlY2hrayMiIgLDhw+HhYUFunXrhnXr1iE2Nha3bt2q1L7CoUOHoKysjG7dulWqa9KkCfT19dG6dWsMHjwYx44dQ9euXTF+/HiUlpYCqLy6PDIyEnZ2dlBXV4eOjg4cHByQkZGBkJAQLFq0CJcvXxZWY1es4l61apWwgt7IyAhTp06VSnFUkRbnyJEjsLS0hIaGBpydnZGZmSk13y1btsDKygrKysowMDCAu7u7UJeTk4MJEyZAV1cXWlpa6NOnDy5fvizzulRlw4YNMDExQUBAACwtLeHu7o5hw4bhp59+ktlHQ0ND6uHX/fv3cf369UoPLUpLSzF69GgsWrQIrVu3rjSOvLw8Pv/8c+zcubNWcyYiIiIiIiIiakjaGWhLvb+emfvS5qLSKV0qVqLfenILRaXSq9SpsgYRRM/KyoKenp5UmYKCAho3boysrCyZ/UaNGoVt27bh5MmT8PHxQVhYGL755ptqj1VYWIi8vDypV01JJBIUlhbWy0sikdR4nkB5cHHZsmVYu3Yt7ty5U2WblJQUODs7Y+jQoYiPj8euXbtw5swZqSDri0pLS+Hi4gI1NTWcP38eGzduxLx586psO2/ePHh7eyMuLg7m5ub4+uuvUVJSItQXFBRg6dKl2Lp1K6KiopCTk4ORI0cK9fv27YOHhwe8vLxw9epVTJ48GePGjcPJkyeljrNw4UIMGTIEV65cwbfffluja5ObmwuRSFRtXvbTp0+jc+fONRpPTk4OHh4eyMjIQGxsbKX6kpISuLi4oFevXoiPj0d0dDQmTZoEkUiEESNGwMvLC1ZWVsKK7BEjRgjjBgYG4tq1awgNDcWJEyfw/fffS41dUFAAf39/hIWF4a+//sKtW7fg7e0t1AcFBWHatGmYNGkSrly5ggMHDsDMzEyo/+qrr/DgwQMcPnwYsbGxsLW1Rd++ffHo0SMA/6awiYyMlHn+0dHRcHJykioTi8VVPjiRZdOmTTA3N6+02nzx4sXQ09Or8hsBFezs7HD69OkaH4uIiIiIiIiIqKGptBI9838xzYog+mPp3OeNVRpDW1kbZZIypOelv4MZNmwKr27y9sydOxd+fn7Vtrlx48Zrj/9iru4OHTrAwMAAffv2RUpKCkxNTavs4+vri0WLFr3W8YrKiuAV6fVafd9UQO8AKMsr16rPkCFD0KlTJyxYsACbN2+uVO/r64vRo0fD09MTANCmTRsEBgaiV69eCAoKgoqKilT7iIgIpKSkIDIyEvr65ZsTLF26FP369as0tre3NwYMGAAAWLRoEaysrJCcnIy2bdsCKE+9sm7dOnTt2hUAEBoaCktLS8TExMDOzg7+/v5wc3PD1KlTAQCzZs3CuXPn4O/vD0dHR+E4o0aNwrhx42p8TZ4/f445c+bg66+/rjb1T0ZGBgwNDWs8bsV5paenw87OTqouLy8Pubm5GDhwoHBfWlpaCvUaGhpQUFAQrmmFit8LUP6NgCVLlmDKlClYv369UF5cXIwNGzYI47q7u2Px4sVC/ZIlS+Dl5QUPDw+hrEuXLgDKv4UQExODBw8eQFm5/N7y9/dHeHg49uzZg0mTJkFRUREWFhbVpvTJyspCs2bNpMqaNWuGvLw8PHv2DKqqqjL7AuW/k+3bt2Pu3LlS5WfOnMHmzZur3aQWAAwNDXH79m2UlZVBTq5BPDckIiIiIiIiIqqVdgbScazbj54h91kxtBv9Ly/6SyvRRSIRTHVMcen+JaTmpMK8kfm7mmqDVK8RJS8vL9y4caPaV+vWraGvr48HDx5I9S0pKcGjR48qBRarUxGQTU5OltnGx8cHubm5wuvlFCIfGj8/P4SGhlb5sOLy5csICQmBhoaG8BKLxSgrK0NaWuWdexMTE2FkZCT1O3k5YFyhY8eOws8GBgYAIPU7VlBQEIK5QHkQWkdHR5jnjRs34ODgIDWmg4NDpfN4MQXQqxQXF2P48OGQSCQICgqqtu2zZ88qPUSoTsU3BarauLVx48Zwc3ODWCzGoEGDsGbNmkopV6py7Ngx9O3bF82bN4empibGjBmD7OxsqZRFampqUg+MDAwMhOv84MED3Lt3D3379q1y/MuXLyM/Px9NmjSRugfS0tKQklKeL6t58+ZISEiQ+XuuC/v27cOTJ0/g6uoqlD158gRjxozBf//7XzRt2rTa/qqqqigrK0NhYeFbmyMRERERERERUX0y09OAorx03CkhM+/flei5d4BS6f0ChbzoucyL/ir1uhJdV1cXurq6r2xnb2+PnJwcxMbGCik0Tpw4gbKyMiEwXhMVK1YrgrZVUVZWFlbd1paSnBICege8Vt83pSSn9Fr9evbsCbFYDB8fH7i5uUnV5efnY/LkyZgxY0alfi1btnyt41VQVFQUfq4ILJeVlb3RmFVRV1evUbuKAHpGRgZOnDjxyg1omzZtWqtNWSuC+yYmJlXWBwcHY8aMGfjzzz+xa9cuzJ8/HxEREVXmXAfKV7QPHDgQ3333HZYuXYrGjRvjzJkzGD9+PIqKioSV4S9eZ6D8WlcE9F+1Ajw/Px8GBgZVpmqpLtXNyypymr/o/v370NLSeuUcgPJULgMHDpRazZ6SkoL09HQMGjRIKKu4fxQUFJCYmCg8PHj06BHU1dVrdCwiIiIiIiIiooZISUEObfQ0/03jgvKULl1NjAElDaAov3xz0Sb/LrZsrVMeYE/NSUWZpAxyIn6DX5Z6DaLXlKWlJZydnTFx4kRs2LABxcXFcHd3x8iRI4WUGnfv3kXfvn2xdetW2NnZISUlBTt27MDnn3+OJk2aID4+HjNnzkTPnj2lVkHXJZFIVOuUKu+D5cuXo1OnTrCwsJAqt7W1xfXr16VyZFfHwsICt2/fxv3794WA54ULF15rTiUlJbh48aKwwjkxMRE5OTlCmhNLS0tERUVJrU6OiopCu3btan2sigB6UlISTp48iSZNmryyj42NDbZt21aj8cvKyhAYGAgTExPY2NhUO6aNjQ18fHxgb2+PHTt2oFu3blBSUhI2JK0QGxuLsrIyBAQECClKdu/eXaP5VNDU1ISxsTGOHz8ulQKngq2tLbKysqCgoABjY+Najf0ie3t7HDp0SKosIiIC9vb2r+yblpaGkydP4sCBA1Llbdu2xZUrV6TK5s+fjydPnmDNmjUwMjISyq9evVrtdSciIiIiIiIi+hC0M9SSDqLfy/vf5qImQNYV4FGaVBC9uUZzqCio4HnJc9zLv4cWmi3qY9oNQoN5vLB9+3a0bdsWffv2xeeff47u3btj48aNQn1xcTESExOFVBZKSko4duwY+vfvj7Zt28LLywtDhw7F77//Xl+n8N7q0KEDRo8ejcDAQKnyOXPm4OzZs3B3d0dcXBySkpKwf/9+mRuL9uvXD6ampnB1dUV8fDyioqIwf/58AFWnMamOoqIipk+fjvPnzyM2NhZubm7o1q2bEFSfPXs2QkJCEBQUhKSkJKxatQp79+6V2jSzJoqLizFs2DBcvHgR27dvR2lpKbKyspCVlYWiItk7E4vFYly7dq3K1ejZ2dnIyspCamoqDhw4ACcnJ8TExGDz5s2Ql5ev1D4tLQ0+iQsQSAABAABJREFUPj6Ijo5GRkYGjh49iqSkJOGBgbGxMdLS0hAXF4eHDx+isLAQZmZmKC4uxtq1a5GamoqwsDBs2LChVucOlG+8GhAQgMDAQCQlJeHSpUtYu3YtAMDJyQn29vZwcXHB0aNHkZ6ejrNnz2LevHm4ePEigPKHV23btkVMTIzMY0yZMgWpqan4/vvvkZCQgPXr12P37t2YOXOm0GbdunVVppXZsmULDAwM8Nlnn0mVq6iooH379lIvHR0daGpqon379lBS+vebGadPn0b//v1rfW2IiIiIiIiIiBqSl/Oiv2pzUTmRHCZ2mIhFny5Cc43m72KKDVaDWIkOlOeN3rFjh8x6Y2NjIU0FABgZGeHUqVPvYmofhMWLF2PXrl1SZR07dsSpU6cwb9489OjRAxKJBKamphgxYkSVY8jLyyM8PBwTJkxAly5d0Lp1a6xcuRKDBg2qVf5woDyX95w5czBq1CjcvXsXPXr0kNr81MXFBWvWrIG/vz88PDxgYmKC4OBg9O7du1bHuXv3rrDKuVOnTlJ1J0+elDlehw4dYGtri927d2Py5MlSdU5OTsI5tGrVCo6Ojti4caPMFf1qampISEhAaGgosrOzYWBggGnTpgnjDh06FHv37oWjoyNycnIQHBwMNzc3rFq1Cn5+fvDx8UHPnj3h6+uLsWPH1ur8XV1d8fz5c/z000/w9vZG06ZNMWzYMADlDz4OHTqEefPmYdy4cfjnn3+gr6+Pnj17Ct80ePnhVVVMTExw8OBBzJw5E2vWrEGLFi2wadMmiMVioc3Dhw+FPOsVysrKEBISAjc3tyofPtTE3bt3cfbs2Rp/a4CIiIiIiIiIqKFqZygdRE+6n4+ikjIoVQTRX9pcFAAsGltUKqPKRJIXI89USV5eHrS1tZGbm1spT/bz58+RlpYGExOTWgeJPxZRUVHo3r07kpOTpTa4/BAcPHgQs2fPxtWrV4WUKvR+mTNnDh4/fiz1rZWX8d8xEREREREREX0Icp8Vw3rRUamywx49YKn5HDgwHZBTAL4KBeQbzLrqt6662O+LeMWoTu3btw8aGhpo06YNkpOT4eHhAQcHhw8ugA4AAwYMQFJSEu7evSuVg5veH3p6epg1a1Z9T4OIiIiIiIiI6K3TVlVEi0aquPP4mVB2/V4eLG2bA0rqQNFTIPfWv+ldqMa4fJbq1JMnTzBt2jS0bdsWbm5u6NKlC/bv31/f03prPD09GUB/j3l5eQmpZ4iIiIiIiIiIPnRV5kUXiYBGJuUFVaR0oVfjSnSqU2PHjq11Xm4iIiIiIiIiIiJ6c+0MtXD0+n3h/fV7L2wuev8q8ChNRk+qDleiExEREREREREREX0AqlqJLpFI/k3hwiD6a2EQnYiIiIiIiIiIiOgD0M5QOoie+6wY93KfA43/l84lJwMoLamHmTVsDKITERERERERERERfQCa66hCS0U6g/f1e3mARjNAUQ0oKwFyb9fT7BouBtGJiIiIiIiIiIiIPgAikajSavTr9/63uWjFavTHTOlSWwyiExEREREREREREX0g2hloS72/nplb/kOj/wXRH6W+4xk1fAyiExEREREREREREX0gKq1Ez8wr/4Gbi742BtHpjRgbG2P16tU1bp+eng6RSIS4uDiZbUJCQqCjo/PGc3vbsrOzoaenh/T09Fr3XbhwITp16lTncyJpc+fOxfTp0+t7GkRERERERERE70w7A+kg+u1Hz5D7rPjfIHpOBlBWWg8za7gYRP8Iubm5QSQSYfny5VLl4eHhEIlEtRrrwoULmDRpUl1O751buHAh2rZtC3V1dTRq1AhOTk44f/78K/stXboUgwcPhrGxMYB/HxBUvDQ1NWFlZYVp06YhKSlJqq+3tzeOHz9e4/k19IB7ZGQkbG1toaysDDMzM4SEhLyyz5EjR9CtWzdoampCV1cXQ4cOrfTA4ueff4alpSVUVVVhYWGBrVu3StV7e3sjNDQUqan8mhIRERERERERfRzM9DSgKC8d40vIzAM09QEFFaC0GMi9U0+za5gYRP9IqaiowM/PD48fP36jcXR1daGmplZHs3q7iouLqyw3NzfHunXrcOXKFZw5cwbGxsbo378//vnnH5ljFRQUYPPmzRg/fnylumPHjiEzMxOXL1/GsmXLcOPGDVhbW0sFzTU0NNCkSZM3P6kGIC0tDQMGDICjoyPi4uLg6emJCRMm4MiRI9X2GTx4MPr06YO4uDgcOXIEDx8+xJdffim0CQoKgo+PDxYuXIhr165h0aJFmDZtGn7//XehTdOmTSEWixEUFPRWz5GIiIiIiIiI6H2hpCCHNnqaUmXXM1/aXJR50WuFQfSPlJOTE/T19eHr61ttuzNnzqBHjx5QVVWFkZERZsyYgadPnwr1L6dzSUhIQPfu3aGiooJ27drh2LFjEIlECA8Plxo3NTUVjo6OUFNTg7W1NaKjoysdOzw8HG3atIGKigrEYjFu374tVR8UFARTU1MoKSnBwsICYWFhUvUikQhBQUH44osvoK6ujqVLl1Z5jqNGjYKTkxNat24NKysrrFq1Cnl5eYiPj5d5XQ4dOgRlZWV069atUl2TJk2gr6+P1q1bY/DgwTh27Bi6du2K8ePHo7S0/KsyL68uj4yMhJ2dHdTV1aGjowMHBwdkZGQgJCQEixYtwuXLl4UV7hWruFetWoUOHTpAXV0dRkZGmDp1KvLz84UxK9LiHDlyBJaWltDQ0ICzszMyMzOl5rtlyxZYWVlBWVkZBgYGcHd3F+pycnIwYcIE6OrqQktLC3369MHly5dlXpeqbNiwASYmJggICIClpSXc3d0xbNgw/PTTTzL7xMbGorS0FEuWLIGpqSlsbW3h7e2NuLg44WFIWFgYJk+ejBEjRqB169YYOXIkJk2aBD8/P6mxBg0ahJ07d9ZqzkREREREREREDVmlvOj3Xs6LziB6bTCIXockEgnKCgvr5SWRSGo1V3l5eSxbtgxr167FnTtVf30jJSUFzs7OGDp0KOLj47Fr1y6cOXNGKsj6otLSUri4uEBNTQ3nz5/Hxo0bMW/evCrbzps3TwiKmpub4+uvv0ZJSYlQX1BQgKVLl2Lr1q2IiopCTk4ORo4cKdTv27cPHh4e8PLywtWrVzF58mSMGzcOJ0+elDrOwoULMWTIEFy5cgXffvvtK69LUVERNm7cCG1tbVhbW8tsd/r0aXTu3PmV4wGAnJwcPDw8kJGRgdjY2Er1JSUlcHFxQa9evRAfH4/o6GhMmjQJIpEII0aMgJeXF6ysrJCZmYnMzEyMGDFCGDcwMBDXrl1DaGgoTpw4ge+//15q7IKCAvj7+yMsLAx//fUXbt26BW9vb6E+KCgI06ZNw6RJk3DlyhUcOHAAZmZmQv1XX32FBw8e4PDhw4iNjYWtrS369u2LR48eAfg3hU1kZKTM84+OjoaTk5NUmVgsrvLBSYXOnTtDTk4OwcHBKC0tRW5uLsLCwuDk5ARFRUUAQGFhIVRUVKT6qaqqIiYmRupbB3Z2drhz585r5a4nIiIiIiIiImqIXs6LXmlz0cfcXLQ2FOp7Ah8SSVER7np41suxm69ZDZGycq36DBkyBJ06dcKCBQuwefPmSvW+vr4YPXo0PD09AQBt2rRBYGAgevXqhaCgoEoBzIiICKSkpCAyMhL6+voAyvOG9+vXr9LY3t7eGDBgAABg0aJFsLKyQnJyMtq2bQugPPXKunXr0LVrVwBAaGgoLC0tERMTAzs7O/j7+8PNzQ1Tp04FAMyaNQvnzp2Dv78/HB0dheOMGjUK48aNe+W1+OOPPzBy5EgUFBTAwMAAERERaNq0qcz2GRkZMDQ0fOW4FSrOKz09HXZ2dlJ1eXl5yM3NxcCBA2FqagoAsLS0FOo1NDSgoKAgXNMKFb8XoPwbAUuWLMGUKVOwfv16oby4uBgbNmwQxnV3d8fixYuF+iVLlsDLywseHh5CWZcuXQCUfwshJiYGDx48gPL/7i1/f3+Eh4djz549mDRpEhQVFWFhYVFtSp+srCw0a9ZMqqxZs2bIy8vDs2fPoKqqWqmPiYkJjh49iuHDh2Py5MkoLS2Fvb09Dh06JLQRi8XYtGkTXFxcYGtri9jYWGzatAnFxcV4+PAhDAwMAED4PWVkZAj564mIiIiIiIiIPmQvr0RPup+PopIyKAlB9PTyzUXl5N/95BogrkT/yPn5+SE0NBQ3btyoVHf58mWEhIRAQ0NDeInFYpSVlSEtrfLTqsTERBgZGUkFe18OGFfo2LGj8HNFsPPBgwdCmYKCghDMBcqD0Do6OsI8b9y4AQcHB6kxHRwcKp3HJ598IvPcX1SRr/vs2bNwdnbG8OHDpebzsmfPnlV6iFCdim8KVLVxa+PGjeHm5gaxWIxBgwZhzZo1lVKuVOXYsWPo27cvmjdvDk1NTYwZMwbZ2dkoKCgQ2qipqQkBdKD8Wlec14MHD3Dv3j307du3yvEvX76M/Px8NGnSROoeSEtLQ0pKCgCgefPmSEhIkPl7fl1ZWVmYOHEiXF1dceHCBZw6dQpKSkoYNmyYcC1/+OEHfPbZZ+jWrRsUFRUxePBguLq6AihfpV+hIkj/4nUhIiIiIiIiIvqQWb60Er2otAwp/+QDmgaAgnL55qJ5d+tpdg0PV6LXIZGSEpqvWV1vx34dPXv2hFgsho+PD9zc3KTq8vPzMXnyZMyYMaNSv5YtW77W8SpUpOQA/g0sl5WVvdGYVVFXV69xOzMzM5iZmaFbt25o06YNNm/eDB8fnyrbN23atFabslYE901MTKqsDw4OxowZM/Dnn39i165dmD9/PiIiIqrMuQ6Ur2gfOHAgvvvuOyxduhSNGzfGmTNnMH78eBQVFQkrw1+8zkD5ta4IQle1AvxF+fn5MDAwqDJVi46OTrV9X6Svr4/79+9Lld2/fx9aWloy5/Dzzz9DW1sbK1asEMq2bdsGIyMjnD9/Ht26dYOqqiq2bNmCX375Bffv34eBgQE2btwITU1N6OrqCv0qUs+8WEZERERERERE9CHTVlVEi0aquPP4mVB2/V5eeXC9kQnwT0J5XnSdN4vxfSwYRK9DIpGo1ilV3gfLly9Hp06dYGFhIVVua2uL69evS+XIro6FhQVu376N+/fvC+k7Lly48FpzKikpwcWLF4UVzomJicjJyRHSnFhaWiIqKkpYeQwAUVFRaNeu3Wsd72VlZWUoLCyUWW9jY4Nt27bVeKzAwECYmJjAxsam2jFtbGzg4+MDe3t77NixA926dYOSkpKwIWmF2NhYlJWVISAgQFh1vXv37hrNp4KmpiaMjY1x/PhxqRQ4FWxtbZGVlQUFBYU3SoPychoWoDz1j729vcw+BQUFUqvJgfI8/kDlhy2Kiopo0aIFAGDnzp0YOHCgVN+rV69CUVERVlZWr30OREREREREREQNTTsDLekgemYehgLledH/SQAepQGte9fX9BoUpnMhdOjQAaNHj0ZgYKBU+Zw5c3D27Fm4u7sjLi4OSUlJ2L9/v8yNRfv16wdTU1O4uroiPj4eUVFRmD9/PoCq05hUR1FREdOnT8f58+cRGxsLNzc3dOvWTQiqz549GyEhIQgKCkJSUhJWrVqFvXv3Sm2aWRNPnz7F//t//w/nzp0TNv789ttvcffuXXz11Vcy+4nFYly7dq3K1ejZ2dnIyspCamoqDhw4ACcnJ8TExGDz5s1CIPhFaWlp8PHxQXR0NDIyMnD06FEkJSUJDwyMjY2RlpaGuLg4PHz4EIWFhTAzM0NxcTHWrl2L1NRUhIWFYcOGDbU6d6B849WAgAAEBgYiKSkJly5dwtq1awEATk5OsLe3h4uLC44ePYr09HScPXsW8+bNw8WLFwEAd+/eRdu2bRETEyPzGFOmTEFqaiq+//57JCQkYP369di9ezdmzpwptFm3bp1UWpkBAwbgwoULWLx4sTCvcePGoVWrVsKDiJs3b2Lbtm1ISkpCTEwMRo4ciatXr2LZsmVSxz99+jR69OjxypX3REREREREREQfkpfzol+/V7G56P8yJTxKfcczargYRCcAwOLFiyut8O3YsSNOnTqFmzdvokePHrCxscGPP/4oc0NNeXl5hIeHIz8/H126dMGECRMwb948AKhV/nCgPJf3nDlzMGrUKDg4OEBDQwO7du0S6l1cXLBmzRr4+/vDysoKv/zyC4KDg9G7d+9aHUdeXh4JCQkYOnQozM3NMWjQIGRnZ+P06dPVrlzu0KEDbG1tq1z97eTkBAMDA3To0AFz586FpaUl4uPjq1ztXXGuL85h0qRJmDZtGiZPngwAGDp0KJydneHo6AhdXV38+uuvsLa2xqpVq+Dn54f27dtj+/bt8PX1rdW5A4CrqytWr16N9evXw8rKCgMHDkRSUhKA8gcfhw4dQs+ePTFu3DiYm5tj5MiRyMjIEL5pUFxcjMTExGrzjZuYmODgwYOIiIiAtbU1AgICsGnTJojFYqHNw4cPhTzrANCnTx/s2LED4eHhsLGxgbOzM5SVlfHnn38KwfDS0lIEBATA2toa/fr1w/Pnz3H27NlKq+Z37tyJiRMn1vraEBERERERERE1ZO1eyot+PTOvPM2v1OaidZ9e+UMkklQkSKYq5eXlQVtbG7m5udDSkr7xnj9/jrS0NJiYmNQ6SPyxiIqKQvfu3ZGcnCy1weWH4ODBg5g9ezauXr1aKfUIvR8OHz4MLy8vxMfHQ0Gh6uxV/HdMRERERERERB+iO48L0N3vpFRZ1Nw+aK6lDOxxA0oKgQEBgHaL+pnge6C62O+LmBOd6tS+ffugoaGBNm3aIDk5GR4eHnBwcPjgAuhAecqRpKQk3L17F0ZGRvU9HarC06dPERwcLDOATkRERERERET0oWquowotFQXkPS8Ryq7fy0NznWaATivg4c3ylC4fcRC9prh8lurUkydPMG3aNLRt2xZubm7o0qUL9u/fX9/Tems8PT0ZQH+PDRs2DF27dq3vaRARERERERERvXMikaiavOj/S+nCvOg1wuWZVKfGjh2LsWPH1vc0iIiIiIiIiIiIPnrtDLRxLvWR8P56Zm75D0IQPa0eZtXwcCU6ERERERERERER0Qeo0kr0zJdWoj9OA7hl5isxiE5ERERERERERET0AWpnIB1Ev/3oGXKfFQNazQF5xfLNRfPu1dPsGg4G0YmIiIiIiIiIiIg+QGZ6GlCUF0mVJWTmAXJyQCPj8gLmRX8lBtGJiIiIiIiIiIiIPkBKCnJoo6cpVXbj5ZQuDKK/EoPoRERERERERERERB+oGuVFp2oxiE5ERERERERERET0gbI0kBFEb2RS/t9H3Fz0VRhEpzdibGyM1atX17h9eno6RCIR4uLiZLYJCQmBjo7OG8/tbcvOzoaenh7S09Nr3XfhwoXo1KlTnc+JpI0cORIBAQH1PQ0iIiIiIiIionrz8uaiN7PyUVxaBmi3+N/mos+BJ5n1NLuGgUH0j5CbmxtEIhGWL18uVR4eHg6RSCSjV9UuXLiASZMm1eX06tWUKVMgEolq9GBg6dKlGDx4MIyNjQH8+4Cg4qWpqQkrKytMmzYNSUlJUn29vb1x/PjxGs3pQwi4R0ZGwtbWFsrKyjAzM0NISMgr++zevRudOnWCmpoaWrVqhZUrV9Z63Pnz52Pp0qXIzc2tozMhIiIiIiIiImpYXg6iF5WWIeWffEBOHuj6HeC0EFBrWj+TayAYRP9IqaiowM/PD48fP36jcXR1daGmplZHs3q7iouLq63ft28fzp07B0NDw1eOVVBQgM2bN2P8+PGV6o4dO4bMzExcvnwZy5Ytw40bN2BtbS0VNNfQ0ECTJk1qfxINUFpaGgYMGABHR0fExcXB09MTEyZMwJEjR2T2OXz4MEaPHo0pU6bg6tWrWL9+PX766SesW7euVuO2b98epqam2LZt21s9RyIiIiIiIiKi95W2miKa66hKlV2/97+ULsYOgJ4loKBUDzNrOBhE/0g5OTlBX18fvr6+1bY7c+YMevToAVVVVRgZGWHGjBl4+vSpUP9yOpeEhAR0794dKioqaNeuHY4dOwaRSITw8HCpcVNTU+Ho6Ag1NTVYW1sjOjq60rHDw8PRpk0bqKioQCwW4/bt21L1QUFBMDU1hZKSEiwsLBAWFiZVLxKJEBQUhC+++ALq6upYunSpzPO8e/cupk+fju3bt0NRUbHaawIAhw4dgrKyMrp161aprkmTJtDX10fr1q0xePBgHDt2DF27dsX48eNRWloKoPLq8sjISNjZ2UFdXR06OjpwcHBARkYGQkJCsGjRIly+fFlY4V6x2nrVqlXo0KED1NXVYWRkhKlTpyI/P18YsyItzpEjR2BpaQkNDQ04OzsjM1P66zlbtmyBlZUVlJWVYWBgAHd3d6EuJycHEyZMgK6uLrS0tNCnTx9cvnz5ldfnRRs2bICJiQkCAgJgaWkJd3d3DBs2DD/99JPMPmFhYXBxccGUKVPQunVrDBgwAD4+PvDz84Pkfzm6ajruoEGDsHPnzlrNmYiIiIiIiIjoQ1Jpc9GKIDrVCIPodUgikaCkuLReXpJaJv+Xl5fHsmXLsHbtWty5c6fKNikpKXB2dsbQoUMRHx+PXbt24cyZM1JB1heVlpbCxcUFampqOH/+PDZu3Ih58+ZV2XbevHnw9vZGXFwczM3N8fXXX6OkpESoLygowNKlS7F161ZERUUhJycHI0eOFOr37dsHDw8PeHl54erVq5g8eTLGjRuHkydPSh1n4cKFGDJkCK5cuYJvv/22yrmUlZVhzJgxmD17NqysrKq9bhVOnz6Nzp0716itnJwcPDw8kJGRgdjY2Er1JSUlcHFxQa9evRAfH4/o6GhMmjQJIpEII0aMgJeXF6ysrJCZmYnMzEyMGDFCGDcwMBDXrl1DaGgoTpw4ge+//15q7IKCAvj7+yMsLAx//fUXbt26BW9vb6E+KCgI06ZNw6RJk3DlyhUcOHAAZmZmQv1XX32FBw8e4PDhw4iNjYWtrS369u2LR48eAfg3hU1kZKTM84+OjoaTk5NUmVgsrvLBSYXCwkKoqKhIlamqquLOnTvIyMio1bh2dnaIiYlBYWGhzOMREREREREREX3IXk7pImwuSjWiUN8T+JCUlpThyMar9XJs8aT2UFCUr1WfIUOGoFOnTliwYAE2b95cqd7X1xejR4+Gp6cnAKBNmzYIDAxEr169EBQUVCnIGRERgZSUFERGRkJfXx9Aed7wfv36VRrb29sbAwYMAAAsWrQIVlZWSE5ORtu2bQGUp15Zt24dunbtCgAIDQ2FpaUlYmJiYGdnB39/f7i5uWHq1KkAgFmzZuHcuXPw9/eHo6OjcJxRo0Zh3Lhx1V4HPz8/KCgoYMaMGTW5bACAjIyMGqV9qVBxXunp6bCzs5Oqy8vLQ25uLgYOHAhTU1MAgKWlpVCvoaEBBQUF4ZpWqPi9AOXfCFiyZAmmTJmC9evXC+XFxcXYsGGDMK67uzsWL14s1C9ZsgReXl7w8PAQyrp06QKg/FsIMTExePDgAZSVlQEA/v7+CA8Px549ezBp0iQoKirCwsKi2pQ+WVlZaNasmVRZs2bNkJeXh2fPnkFVVbVSH7FYjJkzZ8LNzQ2Ojo5ITk4WNgjNzMyEsbFxjcc1NDREUVERsrKy0KpVK5nzJCIiIiIiIiL6UFVaiZ6ZB4lEUuv9ET9WXIn+kfPz80NoaChu3LhRqe7y5csICQmBhoaG8BKLxSgrK0NaWlql9omJiTAyMpIK9r4cMK7QsWNH4WcDAwMAwIMHD4QyBQUFIZgLlAehdXR0hHneuHEDDg4OUmM6ODhUOo9PPvlE5rkDQGxsLNasWYOQkJBafWg8e/as0kOE6lR8U6CqYzRu3Bhubm4Qi8UYNGgQ1qxZUynlSlWOHTuGvn37onnz5tDU1MSYMWOQnZ2NgoICoY2ampoQQAfKr3XFdX7w4AHu3buHvn37Vjn+5cuXkZ+fjyZNmkjdA2lpaUhJSQEANG/eHAkJCTJ/z69r4sSJcHd3x8CBA6GkpIRu3boJ30SQk6vdx1ZFMP3F60JERERERERE9DF5eSV6TkExMnOf19NsGh6uRK9D8gpyEE9qX2/Hfh09e/aEWCyGj48P3NzcpOry8/MxefLkKldot2zZ8rWOV+HFvOMVgeWysrI3GrMq6urq1dafPn0aDx48kDqf0tJSeHl5YfXq1UhPT6+yX9OmTWu1KWtFcN/ExKTK+uDgYMyYMQN//vkndu3ahfnz5yMiIqLKnOtA+Yr2gQMH4rvvvsPSpUvRuHFjnDlzBuPHj0dRUZGwMvzl/O4ikUgI6Fe1AvxF+fn5MDAwqDJVi46OTrV9X6Svr4/79+9Lld2/fx9aWloy5yASieDn54dly5YhKysLurq6wsasrVu3rtW4FalndHV1azxnIiIiIiIiIqIPSYtGqtBUUcCT5/+mU75+Lw+GOtXHh6gcg+h1SCQS1Tqlyvtg+fLl6NSpEywsLKTKbW1tcf36dakc2dWxsLDA7du3cf/+fSHNxoULF15rTiUlJbh48aKwwjkxMRE5OTlCmhNLS0tERUXB1dVV6BMVFYV27drV6jhjxoypMq/2mDFjqk0DY2Njg23bttXoGGVlZQgMDISJiQlsbGyqHdPGxgY+Pj6wt7fHjh070K1bNygpKQkbklaIjY1FWVkZAgIChJXZu3fvrtF8KmhqasLY2BjHjx+XSoFTwdbWFllZWVBQUICxsXGtxn6Rvb09Dh06JFUWEREBe3v7V/aVl5dH8+bNAQC//vor7O3thWB4Tce9evUqWrRogaZNm772ORARERERERERNWQikQjtDLRwPu2RUHY9Mw9O7ZpV04sqMJ0LoUOHDhg9ejQCAwOlyufMmYOzZ8/C3d0dcXFxSEpKwv79+2VuLNqvXz+YmprC1dUV8fHxiIqKwvz58wFUncakOoqKipg+fTrOnz+P2NhYuLm5oVu3bkJQffbs2QgJCUFQUBCSkpKwatUq7N27V2rTzJpo0qQJ2rdvL/VSVFSEvr5+pYcKLxKLxbh27VqVq9Gzs7ORlZWF1NRUHDhwAE5OToiJicHmzZshL1/5IUtaWhp8fHwQHR2NjIwMHD16FElJScIDA2NjY6SlpSEuLg4PHz5EYWEhzMzMUFxcjLVr1yI1NRVhYWHYsGFDrc4dKN94NSAgAIGBgUhKSsKlS5ewdu1aAICTkxPs7e3h4uKCo0ePIj09HWfPnsW8efNw8eJFAMDdu3fRtm1bxMTEyDzGlClTkJqaiu+//x4JCQlYv349du/ejZkzZwpt1q1bJ5VW5uHDh9iwYQMSEhIQFxcHDw8P/Pbbb1i9enWtxgXKv23Qv3//Wl8bIiIiIiIiIqIPSaW86Pe4uWhNMYhOAIDFixdXSqfSsWNHnDp1Cjdv3kSPHj1gY2ODH3/8UeaGmvLy8ggPD0d+fj66dOmCCRMmYN68eQBQq/zhQHku7zlz5mDUqFFwcHCAhoYGdu3aJdS7uLhgzZo18Pf3h5WVFX755RcEBwejd+/etTvx19ShQwfY2tpWufrbyckJBgYG6NChA+bOnQtLS0vEx8dXudobKD/XhIQEDB06FObm5pg0aRKmTZuGyZMnAwCGDh0KZ2dnODo6QldXF7/++iusra2xatUq+Pn5oX379ti+fTt8fX1rfR6urq5YvXo11q9fDysrKwwcOBBJSUkAyh98HDp0CD179sS4ceNgbm6OkSNHIiMjQ/imQXFxMRITE6vNN25iYoKDBw8iIiIC1tbWCAgIwKZNmyAWi4U2Dx8+FPKsVwgNDcUnn3wCBwcHXLt2DZGRkVK512sy7vPnzxEeHo6JEyfW+toQEREREREREX1IXs6Lfj2TQfSaEkkqEiRTlfLy8qCtrY3c3FxoaUnfaM+fP0daWhpMTExqHST+WERFRaF79+5ITk6W2uDyQ3Dw4EHMnj0bV69erfVml/RuBAUFYd++fTh69KjMNvx3TEREREREREQfg2v3cjEg8IxUWfzC/tBSUZTR48NXXez3RcyJTnVq37590NDQQJs2bZCcnAwPDw84ODh8cAF0ABgwYACSkpJw9+5dGBkZ1fd0qAqKiopCehoiIiIiIiIioo9ZGz1NKMqLUFz675rqhMwnsDNpXI+zahgYRKc69eTJE8yZMwe3bt1C06ZN4eTkhICAgPqe1lvj6elZ31OgakyYMKG+p0BERERERERE9F5QUpCDmZ4mbryQxuX6vVwG0WuAQXSqU2PHjsXYsWPrexpERERERERERET0knYGWtJBdOZFrxEmciYiIiIiIiIiIiL6CLQz5Oair6PBBNEfPXqE0aNHQ0tLCzo6Ohg/fjzy8/Nf2S86Ohp9+vSBuro6tLS00LNnTzx79uwdzJiIiIiIiIiIiIjo/dHOQDqIfjMrH8WlZfU0m4ajwQTRR48ejWvXriEiIgJ//PEH/vrrL0yaNKnaPtHR0XB2dkb//v0RExODCxcuwN3dHXJyDea0iYiIiIiIiIiIiOrEy0H0otIypPzz6oXKH7sGkRP9xo0b+PPPP3HhwgV88sknAIC1a9fi888/h7+/PwwNDavsN3PmTMyYMQNz584VyiwsLN7JnImIiIiIiIiIiIjeJ9pqimiuo4q7Of9m6rh+Lw9t9bWq6UUNYkl2dHQ0dHR0hAA6ADg5OUFOTg7nz5+vss+DBw9w/vx56Onp4dNPP0WzZs3Qq1cvnDlz5l1Nm4iIiIiIiIiIiOi9Uikv+j3mRX+VBhFEz8rKgp6enlSZgoICGjdujKysrCr7pKamAgAWLlyIiRMn4s8//4StrS369u2LpKQkmccqLCxEXl6e1ItkMzY2xurVq2vcPj09HSKRCHFxcTLbhISEQEdH543n9rZlZ2dDT08P6enpte67cOFCdOrUqc7nRNLmzp2L6dOn1/c0iIiIiIiIiIjeGy+ndOHmoq9Wr0H0uXPnQiQSVftKSEh4rbHLysoT4k+ePBnjxo2DjY0NfvrpJ1hYWGDLli0y+/n6+kJbW1t4GRkZvdbx32dubm4QiURYvny5VHl4eDhEIlGtxrpw4cIrc9O/7yqux4svZ2fnV/ZbunQpBg8eDGNjYwD/PiCoeGlqasLKygrTpk2r9ODG29sbx48fr9H8PoSAe2RkJGxtbaGsrAwzMzOEhIS8ss/u3bvRqVMnqKmpoVWrVli5cmWlNj///DMsLS2hqqoKCwsLbN26Vare29sboaGhwkM1IiIiIiIiIqKPXaWV6Jl5kEgk9TSbhqFec6J7eXnBzc2t2jatW7eGvr4+Hjx4IFVeUlKCR48eQV9fv8p+BgYGAIB27dpJlVtaWuLWrVsyj+fj44NZs2YJ7/Py8j7IQLqKigr8/PwwefJkNGrU6LXH0dXVrcNZvV3FxcVQVFSsss7Z2RnBwcHCe2Vl5WrHKigowObNm3HkyJFKdceOHYOVlRUKCgpw5coVrFmzBtbW1vj999/Rt29fAICGhgY0NDTe4GwajrS0NAwYMABTpkzB9u3bcfz4cUyYMAEGBgYQi8VV9jl8+DBGjx6NtWvXon///rhx4wYmTpwIVVVVuLu7AwCCgoLg4+OD//73v+jSpQtiYmIwceJENGrUCIMGDQIANG3aFGKxGEFBQVUG4YmIiIiIiIiIPjYvr0TPKShGZu5zGOqo1tOM3n/1uhJdV1cXbdu2rfalpKQEe3t75OTkIDY2Vuh74sQJlJWVoWvXrlWObWxsDENDQyQmJkqV37x5E61atZI5J2VlZWhpaUm9PkROTk7Q19eHr69vte3OnDmDHj16QFVVFUZGRpgxYwaePn0q1L+cziUhIQHdu3eHiooK2rVrh2PHjkEkEiE8PFxq3NTUVDg6OkJNTQ3W1taIjo6udOzw8HC0adMGKioqEIvFuH37tlR9UFAQTE1NoaSkBAsLC4SFhUnVi0QiBAUF4YsvvoC6ujqWLl0q8zyVlZWhr68vvF71YOHQoUNQVlZGt27dKtU1adIE+vr6aN26NQYPHoxjx46ha9euGD9+PEpLSwFUXl0eGRkJOzs7qKurQ0dHBw4ODsjIyEBISAgWLVqEy5cvCyvcK1Zxr1q1Ch06dIC6ujqMjIwwdepU5Of/u5tyRVqcI0eOwNLSEhoaGnB2dkZmZqbUfLds2QIrKysoKyvDwMBACFIDQE5ODiZMmABdXV1oaWmhT58+uHz5crXX5mUbNmyAiYkJAgICYGlpCXd3dwwbNgw//fSTzD5hYWFwcXHBlClT0Lp1awwYMAA+Pj7w8/MTnoyGhYVh8uTJGDFiBFq3bo2RI0di0qRJ8PPzkxpr0KBB2LlzZ63mTERERERERET0oWrRSBWaKtJrq5kXvXoNIie6paUlnJ2dMXHiRMTExCAqKgru7u4YOXIkDA0NAQB3795F27ZtERMTA6A8gDp79mwEBgZiz549SE5Oxg8//ICEhASMHz++Pk/nvSAvL49ly5Zh7dq1uHPnTpVtUlJS4OzsjKFDhyI+Ph67du3CmTNnpIKsLyotLYWLiwvU1NRw/vx5bNy4EfPmzauy7bx58+Dt7Y24uDiYm5vj66+/RklJiVBfUFCApUuXYuvWrYiKikJOTg5Gjhwp1O/btw8eHh7w8vLC1atXhbQ9J0+elDrOwoULMWTIEFy5cgXffvutzOsRGRkJPT09WFhY4LvvvkN2drbMtgBw+vRpdO7cudo2FeTk5ODh4YGMjAypB0EVSkpK4OLigl69eiE+Ph7R0dGYNGkSRCIRRowYAS8vL1hZWSEzMxOZmZkYMWKEMG5gYCCuXbuG0NBQnDhxAt9//73U2AUFBfD390dYWBj++usv3Lp1C97e3kJ9UFAQpk2bhkmTJuHKlSs4cOAAzMzMhPqvvvoKDx48wOHDhxEbGyvsK/Do0SMA/6awiYyMlHn+0dHRcHJykioTi8VVPjipUFhYCBUVFakyVVVV3LlzBxkZGdW2iYmJQXFxsVBmZ2eHO3fuvFbueiIiIiIiIiKiD41IJGJe9Fqq13QutbF9+3a4u7ujb9++kJOTw9ChQxEYGCjUFxcXIzExEQUFBUKZp6cnnj9/jpkzZ+LRo0ewtrZGREQETE1N38ocJRIJSl8I3r1L8oqKtc5nPmTIEHTq1AkLFizA5s2bK9X7+vpi9OjR8PT0BAC0adMGgYGB6NWrF4KCgioFMCMiIpCSkoLIyEghzc7SpUvRr1+/SmN7e3tjwIABAIBFixbBysoKycnJaNu2LYDy3+e6deuEbxqEhobC0tISMTExsLOzg7+/P9zc3DB16lQAwKxZs3Du3Dn4+/vD0dFROM6oUaMwbty4aq+Ds7MzvvzyS5iYmCAlJQX/7//9P3z22WeIjo6GvLx8lX0yMjKEBzg1UXFe6enpsLOzk6rLy8tDbm4uBg4cKNyblpaWQr2GhgYUFBQqpS6q+L0A5d8IWLJkCaZMmYL169cL5cXFxdiwYYMwrru7OxYvXizUL1myBF5eXvDw8BDKunTpAqD8WwgxMTF48OCBkN7G398f4eHh2LNnDyZNmgRFRUVYWFhATU1N5rlnZWWhWbNmUmXNmjVDXl4enj17BlXVyl8VEovFmDlzJtzc3ODo6Ijk5GQEBAQAADIzM2FsbAyxWIxNmzbBxcUFtra2iI2NxaZNm1BcXIyHDx8KKZ0qfk8ZGRlC/noiIiIiIiIioo9ZO0MtnE97JLznSvTqNZggeuPGjbFjxw6Z9cbGxlUmwJ87dy7mzp37NqcmKC0uxu8/VZ8e5W0ZNNMHCkpKte7n5+eHPn36SK1OrnD58mXEx8dj+/btQplEIkFZWRnS0tKkAr0AkJiYCCMjI6lg78sB4wodO3YUfq4Idj548EAINisoKAjBXKA8CK2jo4MbN27Azs4ON27cqLShqYODA9asWSNV9sknn1R7/gCkVrh36NABHTt2hKmpKSIjI4Uc5i979uxZpYcI1am4N6t60NG4cWO4ublBLBajX79+cHJywvDhw4XrIsuxY8fg6+uLhIQE5OXloaSkBM+fP0dBQYEQ1FZTU5N6aGRgYCDsL/DgwQPcu3dP5jlevnwZ+fn5aNKkSaVzT0lJAQA0b978tTf/rc7EiRORkpKCgQMHori4GFpaWvDw8MDChQshJ1f+BZoffvgBWVlZ6NatGyQSCZo1awZXV1esWLFCaANACNK/+ICNiIiIiIiIiOhjxpXotdMg0rnQ29OzZ0+IxWL4+PhUqsvPz8fkyZMRFxcnvC5fvoykpKQ3Xs3/4gafFYHlsrKyNxqzKurq6rXu07p1azRt2hTJycky2zRt2hSPHz+u8Zg3btwAAJiYmFRZHxwcjOjoaHz66afYtWsXzM3Nce7cOZnjpaenY+DAgejYsSP+7//+D7Gxsfj5558BAEVFRUK7lzdSFYlEQkC/qhXgL8rPz4eBgYHU7z8uLg6JiYmYPXv2q0/6f/T19XH//n2psvv370NLS0vmHEQiEfz8/JCfn4+MjAxkZWUJD2Rat24tzH/Lli0oKChAeno6bt26BWNjY2hqakpteFuReqYhbYJLRERERERERPQ2tTOUDqLfelSAvOf1k2GjIWgwK9EbAnlFRQyaWTkY/a6O/bqWL1+OTp06wcLCQqrc1tYW169fl8qRXR0LCwvcvn0b9+/fF9J3XLhw4bXmVFJSgosXLwqB08TEROTk5Air3y0tLREVFQVXV1ehT1RUFNq1a/dax3vRnTt3kJ2dXe1KcBsbG2zbtq1G45WVlSEwMBAmJiawsbGpdkwbGxv4+PjA3t4eO3bsQLdu3aCkpCRsSFohNjYWZWVlCAgIEFZd7969u0bzqaCpqQljY2McP35cKgVOBVtbW2RlZUFBQeGN0qDY29vj0KFDUmURERGwt7d/ZV95eXk0b94cAPDrr7/C3t6+UjBcUVERLVq0AADs3LkTAwcOlFqJfvXqVSgqKsLKyuq1z4GIiIiIiIiI6EPSRk8TivIiFJf+m9kjIfMJ7Ewa1+Os3l9ciV6HRCIRFJSU6uVV23zoL+rQoQNGjx4tlWMeAObMmYOzZ8/C3d0dcXFxSEpKwv79+2VuLNqvXz+YmprC1dUV8fHxiIqKwvz584VrUxuKioqYPn06zp8/j9jYWLi5uaFbt25CUH327NkICQlBUFAQkpKSsGrVKuzdu7fKtDTVyc/Px+zZs3Hu3Dmkp6fj+PHjGDx4MMzMzCAWi2X2E4vFuHbtWpWr0bOzs5GVlYXU1FQcOHAATk5OiImJwebNm6vMsZ6WlgYfHx9ER0cjIyMDR48eRVJSkvDAwNjYGGlpaYiLi8PDhw9RWFgIMzMzFBcXY+3atUhNTUVYWBg2bNhQq3MHyjdeDQgIQGBgIJKSknDp0iWsXbsWAODk5AR7e3u4uLjg6NGjSE9Px9mzZzFv3jxcvHgRQOUNfasyZcoUpKam4vvvv0dCQgLWr1+P3bt3Y+bMmUKbdevWSaWVefjwITZs2ICEhATExcXBw8MDv/32G1avXi20uXnzJrZt24akpCTExMRg5MiRuHr1KpYtWyZ1/NOnT6NHjx6vXHlPRERERERERPSxUFKQg5mepvBeR00Rj54W1uOM3m8MohMAYPHixZXSqXTs2BGnTp3CzZs30aNHD9jY2ODHH3+UuaGmvLw8wsPDkZ+fjy5dumDChAmYN28eANQqfzhQnst7zpw5GDVqFBwcHKChoYFdu3YJ9S4uLlizZg38/f1hZWWFX375BcHBwejdu3etjiMvL4/4+Hh88cUXMDc3x/jx49G5c2ecPn1a2EyzKh06dICtrW2Vq7+dnJxgYGCADh06YO7cubC0tER8fHyVq70rzjUhIQFDhw6Fubk5Jk2ahGnTpmHy5MkAgKFDh8LZ2RmOjo7Q1dXFr7/+Cmtra6xatQp+fn5o3749tm/fDl/f2ufjd3V1xerVq7F+/XpYWVlh4MCBSEpKAlD+4OPQoUPo2bMnxo0bB3Nzc4wcORIZGRnCNw2q2tD3ZSYmJjh48CAiIiJgbW2NgIAAbNq0SeohxcOHD4U86xVCQ0PxySefwMHBAdeuXUNkZKRUjv3S0lIEBATA2toa/fr1w/Pnz3H27NlKq+Z37tyJiRMn1vraEBERERERERF9yGY6tcGmsZ8g2qcP/v6hH5zbV78/38dMJKlqN04S5OXlQVtbG7m5udDSks4V9Pz5c6SlpcHExKTWQeKPRVRUFLp3747k5OQ3zqP+vjl48CBmz56Nq1evSqUPoffH4cOH4eXlhfj4eCgoVJ29iv+OiYiIiIiIiIg+TtXFfl/EnOhUp/bt2wcNDQ20adMGycnJ8PDwgIODwwcXQAeAAQMGICkpCXfv3oWRkVF9T4eq8PTpUwQHB8sMoBMREREREREREb0KI0tUp548eYI5c+bg1q1baNq0KZycnBAQEFDf03prPD0963sKVI1hw4bV9xSIiIiIiIiIiKiBYxCd6tTYsWMxduzY+p4GERERERERERERUZ1gImciIiIiIiIiIiIiIhkYRCciIiIiIiIiIiIikoFB9DogkUjqewpE9Jr475eIiIiIiIiIiKrDIPobUFRUBAAUFBTU80yI6HUVFRUBAOTl5et5JkRERERERERE9D7ixqJvQF5eHjo6Onjw4AEAQE1NDSKRqJ5nRUQ1VVZWhn/++QdqampQUODHIRERERERERERVcao0RvS19cHACGQTkQNi5ycHFq2bMkHYEREREREREREVCUG0d+QSCSCgYEB9PT0UFxcXN/TIaJaUlJSgpwcM1sREREREREREVHVGESvI/Ly8sypTERERERERERERPSB4fJLIiIiIiIiIiIiIiIZGEQnIiIiIiIiIiIiIpKBQXQiIiIiIiIiIiIiIhmYE/0VJBIJACAvL6+eZ0JEREREREREREREdaUi5lsRA5aFQfRXePLkCQDAyMionmdCRERERERERERERHXtyZMn0NbWllkvkrwqzP6RKysrw71796CpqQmRSFTf03nn8vLyYGRkhNu3b0NLS6u+p0Mkhfcnvc94f9L7jvcovc94f9L7jPcnve94j9L7jPcnvW8kEgmePHkCQ0NDyMnJznzOleivICcnhxYtWtT3NOqdlpYWP9zovcX7k95nvD/pfcd7lN5nvD/pfcb7k953vEfpfcb7k94n1a1Ar8CNRYmIiIiIiIiIiIiIZGAQnYiIiIiIiIiIiIhIBgbRqVrKyspYsGABlJWV63sqRJXw/qT3Ge9Pet/xHqX3Ge9Pep/x/qT3He9Rep/x/qSGihuLEhERERERERERERHJwJXoREREREREREREREQyMIhORERERERERERERCQDg+hERERERERERERERDIwiE5EREREREREREREJAOD6ISff/4ZxsbGUFFRQdeuXRETE1Nt+99++w1t27aFiooKOnTogEOHDr2jmdLHxNfXF126dIGmpib09PTg4uKCxMTEavuEhIRAJBJJvVRUVN7RjOljs3Dhwkr3W9u2bavtw89PeleMjY0r3Z8ikQjTpk2rsj0/P+lt+uuvvzBo0CAYGhpCJBIhPDxcql4ikeDHH3+EgYEBVFVV4eTkhKSkpFeOW9u/YYlkqe4eLS4uxpw5c9ChQweoq6vD0NAQY8eOxb1796od83X+TiCqyqs+Q93c3Crda87Ozq8cl5+hVBdedX9W9feoSCTCypUrZY7Jz096XzGI/pHbtWsXZs2ahQULFuDSpUuwtraGWCzGgwcPqmx/9uxZfP311xg/fjz+/vtvuLi4wMXFBVevXn3HM6cP3alTpzBt2jScO3cOERERKC4uRv/+/fH06dNq+2lpaSEzM1N4ZWRkvKMZ08fIyspK6n47c+aMzLb8/KR36cKFC1L3ZkREBADgq6++ktmHn5/0tjx9+hTW1tb4+eefq6xfsWIFAgMDsWHDBpw/fx7q6uoQi8V4/vy5zDFr+zcsUXWqu0cLCgpw6dIl/PDDD7h06RL27t2LxMREfPHFF68ctzZ/JxDJ8qrPUABwdnaWutd+/fXXasfkZyjVlVfdny/el5mZmdiyZQtEIhGGDh1a7bj8/KT3kUgikUjqexJUf7p27YouXbpg3bp1AICysjIYGRlh+vTpmDt3bqX2I0aMwNOnT/HHH38IZd26dUOnTp2wYcOGdzZv+vj8888/0NPTw6lTp9CzZ88q24SEhMDT0xM5OTnvdnL0UVq4cCHCw8MRFxdXo/b8/KT65OnpiT/++ANJSUkQiUSV6vn5Se+KSCTCvn374OLiAqB8FbqhoSG8vLzg7e0NAMjNzUWzZs0QEhKCkSNHVjlObf+GJaqpl+/Rqly4cAF2dnbIyMhAy5Ytq2xT278TiGqiqvvTzc0NOTk5lVYAV4efofQ21OTz08XFBU+ePMHx48dltuHnJ72vuBL9I1ZUVITY2Fg4OTkJZXJycnByckJ0dHSVfaKjo6XaA4BYLJbZnqiu5ObmAgAaN25cbbv8/Hy0atUKRkZGGDx4MK5du/YupkcfqaSkJBgaGqJ169YYPXo0bt26JbMtPz+pvhQVFWHbtm349ttvqwygV+DnJ9WHtLQ0ZGVlSX0+amtro2vXrjI/H1/nb1iiupSbmwuRSAQdHZ1q29Xm7wSiNxEZGQk9PT1YWFjgu+++Q3Z2tsy2/Ayl+nL//n0cPHgQ48ePf2Vbfn7S+4hB9I/Yw4cPUVpaimbNmkmVN2vWDFlZWVX2ycrKqlV7orpQVlYGT09PODg4oH379jLbWVhYYMuWLdi/fz+2bduGsrIyfPrpp7hz5847nC19LLp27YqQkBD8+eefCAoKQlpaGnr06IEnT55U2Z6fn1RfwsPDkZOTAzc3N5lt+PlJ9aXiM7A2n4+v8zcsUV15/vw55syZg6+//hpaWloy29X27wSi1+Xs7IytW7fi+PHj8PPzw6lTp/DZZ5+htLS0yvb8DKX6EhoaCk1NTXz55ZfVtuPnJ72vFOp7AkRErzJt2jRcvXr1lXnQ7O3tYW9vL7z/9NNPYWlpiV9++QX/+c9/3vY06SPz2WefCT937NgRXbt2RatWrbB79+4ara4gelc2b96Mzz77DIaGhjLb8POTiOjViouLMXz4cEgkEgQFBVXbln8n0LvyYtqrDh06oGPHjjA1NUVkZCT69u1bjzMjkrZlyxaMHj36lZvX8/OT3ldcif4Ra9q0KeTl5XH//n2p8vv370NfX7/KPvr6+rVqT/Sm3N3d8ccff+DkyZNo0aJFrfoqKirCxsYGycnJb2l2RP/S0dGBubm5zPuNn59UHzIyMnDs2DFMmDChVv34+UnvSsVnYG0+H1/nb1iiN1URQM/IyEBERES1q9Cr8qq/E4jqSuvWrdG0aVOZ9xo/Q6k+nD59GomJibX+mxTg5ye9PxhE/4gpKSmhc+fOUhs6lJWV4fjx41Kr0V5kb29faQOIiIgIme2JXpdEIoG7uzv27duHEydOwMTEpNZjlJaW4sqVKzAwMHgLMySSlp+fj5SUFJn3Gz8/qT4EBwdDT08PAwYMqFU/fn7Su2JiYgJ9fX2pz8e8vDycP39e5ufj6/wNS/QmKgLoSUlJOHbsGJo0aVLrMV71dwJRXblz5w6ys7Nl3mv8DKX6sHnzZnTu3BnW1ta17svPT3pfMIj+kZs1axb++9//IjQ0FDdu3MB3332Hp0+fYty4cQCAsWPHwsfHR2jv4eGBP//8EwEBAUhISMDChQtx8eJFuLu719cp0Adq2rRp2LZtG3bs2AFNTU1kZWUhKysLz549E9q8fH8uXrwYR48eRWpqKi5duoRvvvkGGRkZr/W0m+hVvL29cerUKaSnp+Ps2bMYMmQI5OXl8fXXXwPg5yfVv7KyMgQHB8PV1RUKCtIZ/Pj5Se9Sfn4+4uLiEBcXB6B8M9G4uDjcunULIpEInp6eWLJkCQ4cOIArV65g7NixMDQ0hIuLizBG3759sW7dOuH9q/6GJaqN6u7R4uJiDBs2DBcvXsT27dtRWloq/F1aVFQkjPHyPfqqvxOIaqq6+zM/Px+zZ8/GuXPnkJ6ejuPHj2Pw4MEwMzODWCwWxuBnKL0t1d2fFfLy8vDbb7/J/LuSn5/UYEjoo7d27VpJy5YtJUpKShI7OzvJuXPnhLpevXpJXF1dpdrv3r1bYm5uLlFSUpJYWVlJDh48+I5nTB8DAFW+goODhTYv35+enp7CvdysWTPJ559/Lrl06dK7nzx9FEaMGCExMDCQKCkpSZo3by4ZMWKEJDk5Wajn5yfVtyNHjkgASBITEyvV8fOT3qWTJ09W+b/pFfdgWVmZ5IcffpA0a9ZMoqysLOnbt2+l+7ZVq1aSBQsWSJVV9zcsUW1Ud4+mpaXJ/Lv05MmTwhgv36Ov+juBqKaquz8LCgok/fv3l+jq6koUFRUlrVq1kkycOFGSlZUlNQY/Q+ltedX/xkskEskvv/wiUVVVleTk5FQ5Bj8/qaEQSSQSyVuP1BMRERERERERERERNUBM50JEREREREREREREJAOD6EREREREREREREREMjCITkREREREREREREQkA4PoREREREREREREREQyMIhORERERERERERERCQDg+hERERERERERERERDIwiE5EREREREREREREJAOD6EREREREdSQyMhIikQg5OTn1PZWPmpubG1xcXOp7GkRERET0gWAQnYiIiIgIwD///IPvvvsOLVu2hLKyMvT19SEWixEVFVXfU/to8CEEEREREb2PFOp7AkRERERE74OhQ4eiqKgIoaGhaN26Ne7fv4/jx48jOzu7vqdGRERERET1iCvRiYiIiOijl5OTg9OnT8PPzw+Ojo5o1aoV7Ozs4OPjgy+++AIAkJ6eDpFIhLi4OKl+IpEIkZGRUuNFRUWhY8eOUFFRQbdu3XD16lWhLiMjA4MGDUKjRo2grq4OKysrHDp0SKi/evUqPvvsM2hoaKBZs2YYM2YMHj58KNQ/ffoUY8eOhYaGBgwMDBAQEIDevXvD09NTaCMSiRAeHi41Jx0dHYSEhAjvb9++jeHDh0NHRweNGzfG4MGDkZ6eLtRXpETx9/eHgYEBmjRpgmnTpqG4uFhoU1hYiDlz5sDIyAjKysowMzPD5s2ba3wurxISEgIdHR0cOXIElpaW0NDQgLOzMzIzM4U2paWlmDVrFnR0dNCkSRN8//33kEgkUuOUlZXB19cXJiYmUFVVhbW1Nfbs2QMAkEgkcHJyglgsFvo9evQILVq0wI8//ljjuRIRERHRh4tBdCIiIiL66GloaEBDQwPh4eEoLCx84/Fmz56NgIAAXLhwAbq6uhg0aJAQfJ42bRoKCwvx119/4cqVK/Dz84OGhgaA8qB8nz59YGNjg4sXL+LPP//E/fv3MXz4cKmxT506hf379+Po0aOIjIzEpUuXajW/4uJiiMViaGpq4vTp04iKihIC1EVFRUK7kydPIiUlBSdPnkRoaChCQkKkAvFjx47Fr7/+isDAQNy4cQO//PJLrc6lJgoKCuDv74+wsDD89ddfuHXrFry9vYX6gIAAhISEYMuWLThz5gwePXqEffv2SY3h6+uLrVu3YsOGDbh27RpmzpyJb775BqdOnYJIJEJoaCguXLiAwMBAAMCUKVPQvHlzBtGJiIiICADTuRARERERQUFBASEhIZg4cSI2bNgAW1tb9OrVCyNHjkTHjh1rPd6CBQvQr18/AEBoaChatGiBffv2Yfjw4bh16xaGDh2KDh06AABat24t9Fu3bh1sbGywbNkyoWzLli0wMjLCzZs3YWhoiM2bN2Pbtm3o27ev1Pi1sWvXLpSVlWHTpk0QiUQAgODgYOjo6CAyMhL9+/cHADRq1Ajr1q2DvLw82rZtiwEDBuD48eOYOHEibt68id27dyMiIgJOTk61Phdzc/MazbW4uBgbNmyAqakpAMDd3R2LFy8W6levXg0fHx98+eWXAIANGzbgyJEjQn1hYSGWLVuGY8eOwd7eXpjnmTNn8Msvv6BXr15o3rw5fvnlF4wdOxZZWVk4dOgQ/v77bygo8P8uERERERGD6EREREREAMpzog8YMACnT5/GuXPncPjwYaxYsQKbNm2Cm5tbrcaqCNYCQOPGjWFhYYEbN24AAGbMmIHvvvsOR48ehZOTE4YOHSoE6i9fvoyTJ08Kq7lflJKSgmfPnqGoqAhdu3atNH5tXL58GcnJydDU1JQqf/78OVJSUoT3VlZWkJeXF94bGBjgypUrAIC4uDjIy8ujV69eMo9R3bnUNIiupqYmBNAr5vDgwQMAQG5uLjIzM6Wuh4KCAj755BMhNUtycjIKCgqEhxoVioqKYGNjI7z/6quvsG/fPixfvhxBQUFo06ZNjeZHRERERB8+BtGJiIiIiP5HRUUF/fr1Q79+/fDDDz9gwoQJWLBgAdzc3CAnV54J8cV82y/mB6+pCRMmQCwW4+DBgzh69Ch8fX0REBCA6dOnIz8/H4MGDYKfn1+lfgYGBkhOTq7RMUQiUaW84C/ONT8/H507d8b27dsr9dXV1RV+VlRUrDRuWVkZAEBVVbXaObzqXGqqqjm8fG6vmgcAHDx4EM2bN5eqU1ZWFn4uKChAbGws5OXlkZSUVOPxiYiIiOjDx5zoREREREQytGvXDk+fPgXwb3D5xU0tX9xk9EXnzp0Tfn78+DFu3rwJS0tLoczIyAhTpkzB3r174eXlhf/+978AAFtbW1y7dg3GxsYwMzOTeqmrq8PU1BSKioo4f/58pfFfpKurKzXPpKQkFBQUCO9tbW2RlJQEPT29SsfR1tau0bXp0KEDysrKcOrUqSrrX3UudUFbWxsGBgZS16OkpASxsbHC+3bt2kFZWRm3bt2qNA8jIyOhnZeXF+Tk5HD48GEEBgbixIkTdTJHIiIiImr4GEQnIiIioo9ednY2+vTpg23btiE+Ph5paWn47bffsGLFCgwePBhA+crrbt26Yfny5bhx4wZOnTqF+fPnVzne4sWLcfz4cVy9ehVubm5o2rQpXFxcAACenp44cuQI0tLScOnSJZw8eVIIsE+bNg2PHj3C119/jQsXLiAlJQVHjhzBuHHjUFpaCg0NDYwfPx6zZ8/GiRMnhPErVslX6NOnD9atW4e///4bFy9exJQpU6RWdI8ePRpNmzbF4MGDcfr0aaSlpSEyMhIzZszAnTt3anTNjI2N4erqim+//Rbh4eHCGLt3767RudQVDw8PLF++HOHh4UhISMDUqVORk5Mj1GtqasLb2xszZ85EaGgoUlJScOnSJaxduxahoaEAylepb9myBdu3b0e/fv0we/ZsuLq64vHjx3U2TyIiIiJquBhEJyIiIqKPnoaGBrp27YqffvoJPXv2RPv27fHDDz9g4sSJWLdundBuy5YtKCkpQefOneHp6YklS5ZUOd7y5cvh4eGBzp07IysrC7///juUlJQAAKWlpZg2bRosLS3h7OwMc3NzrF+/HgBgaGiIqKgolJaWon///ujQoQM8PT2ho6MjBMpXrlyJHj16YNCgQXByckL37t3RuXNnqeMHBATAyMgIPXr0wKhRo+Dt7Q01NTWhXk1NDX/99RdatmyJL7/8EpaWlhg/fjyeP38OLS2tGl+3oKAgDBs2DFOnTkXbtm0xceJEYeV+Tc6lLnh5eWHMmDFwdXWFvb09NDU1MWTIEKk2//nPf/DDDz/A19dXuO4HDx6EiYkJ/vnnH4wfPx4LFy6Era0tAGDRokVo1qwZpkyZUmfzJCIiIqKGSySpTUJBIiIiIiJ67/Tu3RudOnXC6tWr63sqREREREQfHK5EJyIiIiIiIiIiIiKSgUF0IiIiIiIiIiIiIiIZmM6FiIiIiIiIiIiIiEgGrkQnIiIiIiIiIiIiIpKBQXQiIiIiIiIiIiIiIhkYRCciIiIiIiIiIiIikoFBdCIiIiIiIiIiIiIiGRhEJyIiIiIiIiIiIiKSgUF0IiIiIiIiIiIiIiIZGEQnIiIiIiIiIiIiIpKBQXQiIiIiIiIiIiIiIhkYRCciIiIiIiIiIiIikoFBdCIiIiIiIiIiIiIiGRhEJyIiIiIiIiIiIiKSgUF0IiIiIiIiIiIiIiIZGEQnIiIiIiIiIiIiIpKBQXQiIiIiIiIiIiIiIhkYRCciIiKij0pISAhEIhHS09OlyleuXInWrVtDXl4enTp1qpe51aXIyEiIRCJERkZW207W9WgoFi5cCJFI9EZ9Hz58+Mq2IpEI7u7ur3UcIiIiImrYGEQnIiIioneuInArEolw5syZSvUSiQRGRkYQiUQYOHDgax1j2bJlCA8Pr1Hbo0eP4vvvv4eDgwOCg4OxbNkymW0TExMxc+ZMfPrpp1BRUWnQAWhZ1q9fj5CQkDobryKgLxKJEBsbW6nezc0NGhoadXY8IiIiIqK6xCA6EREREdUbFRUV7Nixo1L5qVOncOfOHSgrK7/22LKC6GPGjMGzZ8/QqlUroezEiROQk5PD5s2bMXbsWHz++ecyx42OjkZgYCCePHkCS0vL157f+6Kq61HXQfQXLVy4sE7Hmz9/Pp49e1anYxIRERERvYhBdCIiIiKqN59//jl+++03lJSUSJXv2LEDnTt3hr6+fp0fU15eXlhBXuHBgwdQVVWFkpLSK/t/8cUXyMnJwZUrVzB69Og6n9+7VtX1eFs6deqEP/74A5cuXaqzMRUUFKCiolJn49Wnp0+f1vcUiIiIiKgKDKITERERUb35+uuvkZ2djYiICKGsqKgIe/bswahRo6rs8/TpU3h5ecHIyAjKysqwsLCAv78/JBKJ0EYkEuHp06cIDQ0V0oi4ubkBqJwDXCQSITg4GE+fPhXaVrcKu3HjxtDU1Hztc96/fz8GDBgAQ0NDKCsrw9TUFP/5z39QWloq1a53795o3749rl+/DkdHR6ipqaF58+ZYsWJFpTHv3LkDFxcXqKurQ09PDzNnzkRhYWGN5vPy9TA2Nsa1a9dw6tQp4Xr07t0bAFBcXIxFixahTZs2UFFRQZMmTdC9e3ep3191pk+fjkaNGtV4Nfrhw4fRo0cPqKurQ1NTEwMGDMC1a9ek2lSVE/3Zs2eYMWMGmjZtCk1NTXzxxRe4e/cuRCJRlcfOycmBm5sbdHR0oK2tjXHjxqGgoKDKOW3fvh0WFhZQUVFB586d8ddff1Vq8/fff+Ozzz6DlpYWNDQ00LdvX5w7d06qTcV1P3XqFKZOnQo9PT20aNECAPDkyRN4enrC2NgYysrK0NPTQ79+/er04QMRERER1ZxCfU+AiIiIiD5exsbGsLe3x6+//orPPvsMQHngNDc3FyNHjkRgYKBUe4lEgi+++AInT57E+PHj0alTJxw5cgSzZ8/G3bt38dNPPwEAwsLCMGHCBNjZ2WHSpEkAAFNT0yrnEBYWho0bNyImJgabNm0CAHz66adv65QREhICDQ0NzJo1CxoaGjhx4gR+/PFH5OXlYeXKlVJtHz9+DGdnZ3z55ZcYPnw49uzZgzlz5qBDhw7C9Xr27Bn69u2LW7duYcaMGTA0NERYWBhOnDjxWvNbvXo1pk+fDg0NDcybNw8A0KxZMwDlAWtfX1/h2ubl5eHixYu4dOkS+vXr98qxtbS0MHPmTPz444+4dOkSbG1tZbYNCwuDq6srxGIx/Pz8UFBQgKCgIHTv3h1///03jI2NZfZ1c3PD7t27MWbMGHTr1g2nTp3CgAEDZLYfPnw4TExM4Ovri0uXLmHTpk3Q09ODn5+fVLtTp05h165dmDFjBpSVlbF+/Xo4OzsjJiYG7du3BwBcu3YNPXr0gJaWFr7//nsoKiril19+Qe/evXHq1Cl07dpVasypU6dCV1cXP/74o7ASfcqUKdizZw/c3d3Rrl07ZGdn48yZM7hx40a114yIiIiI3hIJEREREdE7FhwcLAEguXDhgmTdunUSTU1NSUFBgUQikUi++uoriaOjo0QikUhatWolGTBggNAvPDxcAkCyZMkSqfGGDRsmEYlEkuTkZKFMXV1d4urqKvPYaWlpQpmrq6tEXV291uexcuXKSmO9SsV5vmjy5MkSNTU1yfPnz4WyXr16SQBItm7dKpQVFhZK9PX1JUOHDhXKVq9eLQEg2b17t1D29OlTiZmZmQSA5OTJk9XOp6rrYWVlJenVq1elttbW1lK/j5o6efKkBIDkt99+k+Tk5EgaNWok+eKLL4T6l6//kydPJDo6OpKJEydKjZOVlSXR1taWKl+wYIHkxf9bExsbKwEg8fT0lOrr5uYmASBZsGBBpb7ffvutVNshQ4ZImjRpIlUGQAJAcvHiRaEsIyNDoqKiIhkyZIhQ5uLiIlFSUpKkpKQIZffu3ZNoampKevbsKZRVXPfu3btLSkpKpI6lra0tmTZtmoSIiIiI3g9M50JERERE9Wr48OF49uwZ/vjjDzx58gR//PGHzFQuhw4dgry8PGbMmCFV7uXlBYlEgsOHD7+LKb8RVVVV4ecnT57g4cOH6NGjBwoKCpCQkCDVVkNDA998843wXklJCXZ2dkhNTRXKDh06BAMDAwwbNkwoU1NTE1bg1yUdHR1cu3YNSUlJrz2GtrY2PD09ceDAAfz9999VtomIiEBOTg6+/vprPHz4UHjJy8uja9euOHnypMzx//zzTwDlK7xfNH36dJl9pkyZIvW+R48eyM7ORl5enlS5vb09OnfuLLxv2bIlBg8ejCNHjqC0tBSlpaU4evQoXFxc0Lp1a6GdgYEBRo0ahTNnzlQac+LEiZCXl5cq09HRwfnz53Hv3j2ZcyYiIiKid4dBdCIiIiKqV7q6unBycsKOHTuwd+9elJaWSgWEX5SRkQFDQ8NKOcktLS2F+vfdtWvXMGTIEGhra0NLSwu6urpCoDw3N1eqbYsWLSrl+27UqBEeP34svM/IyICZmVmldhYWFnU+98WLFyMnJwfm5ubo0KEDZs+ejfj4+FqP4+HhAR0dHZm50SuC9H369IGurq7U6+jRo3jw4IHMsTMyMiAnJwcTExOpcjMzM5l9WrZsKfW+UaNGACB1nQGgTZs2lfqam5ujoKAA//zzD/755x8UFBRUee0tLS1RVlaG27dvS5W/PE8AWLFiBa5evQojIyPY2dlh4cKFUg9OiIiIiOjdYk50IiIiIqp3o0aNwsSJE5GVlYXPPvsMOjo69T2ltyInJwe9evWClpYWFi9eDFNTU6ioqODSpUuYM2cOysrKpNq/vEK5guSFTVTfpZ49eyIlJQX79+/H0aNHsWnTJvz000/YsGEDJkyYUONxKlajL1y4sMrV6BXXISwsDPr6+pXqFRTq9v/G1Od1fvGbCRWGDx+OHj16YN++fTh69ChWrlwJPz8/7N27V8iFT0RERETvDoPoRERERFTvhgwZgsmTJ+PcuXPYtWuXzHatWrXCsWPH8OTJE6nV6BVpUFq1aiWUvbwy+30QGRmJ7Oxs7N27Fz179hTK09LSXnvMVq1a4erVq5BIJFLnnJiY+NpjVnftGjdujHHjxmHcuHHIz89Hz549sXDhwloF0QHA09MTq1evxqJFiyo9NKnYBFZPTw9OTk61GrdVq1YoKytDWlqa1Mrx5OTkWo1TlarS2Ny8eRNqamrQ1dUFUJ5Kp6prn5CQADk5ORgZGdXoWAYGBpg6dSqmTp2KBw8ewNbWFkuXLmUQnYiIiKgeMJ0LEREREdU7DQ0NBAUFYeHChRg0aJDMdp9//jlKS0uxbt06qfKffvoJIpFIKsCorq6OnJyctzXl11Kx4vnFFc5FRUVYv379a4/5+eef4969e9izZ49QVlBQgI0bN772mLKuXXZ2ttR7DQ0NmJmZobCwsNbHqFiNvn//fsTFxUnVicViaGlpYdmyZSguLq7U959//pE5rlgsBoBK13Tt2rW1nuPLoqOjcenSJeH97du3sX//fvTv3x/y8vKQl5dH//79sX//fqSnpwvt7t+/jx07dqB79+7Q0tKq9hilpaWV0vro6enB0NDwta4zEREREb05rkQnIiIioveCq6vrK9sMGjQIjo6OmDdvHtLT02FtbY2jR49i//798PT0FFYwA0Dnzp1x7NgxrFq1CoaGhjAxMUHXrl3feJ65ublCQDYqKgoAsG7dOujo6EBHRwfu7u4y+3766ado1KgRXF1dMWPGDIhEIoSFhb1R2pCJEydi3bp1GDt2LGJjY2FgYICwsDCoqam99pidO3dGUFAQlixZAjMzM+jp6aFPnz5o164devfujc6dO6Nx48a4ePEi9uzZU+05V8fDwwM//fQTLl++DHV1daFcS0sLQUFBGDNmDGxtbTFy5Ejo6uri1q1bOHjwIBwcHCo9SHlx7kOHDsXq1auRnZ2Nbt264dSpU7h58yaAN/uGQvv27SEWizFjxgwoKysLgfpFixYJbZYsWYKIiAh0794dU6dOhYKCAn755RcUFhZixYoVrzzGkydP0KJFCwwbNgzW1tbQ0NDAsWPHcOHCBQQEBLz23ImIiIjo9TGITkREREQNhpycHA4cOIAff/wRu3btQnBwMIyNjbFy5Up4eXlJtV21ahUmTZqE+fPn49mzZ3B1da2TIPrjx4/xww8/SJVVBDdbtWpVbUC5SZMm+OOPP+Dl5YX58+ejUaNG+Oabb9C3b19hBXVtqamp4fjx45g+fTrWrl0LNTU1jB49Gp999hmcnZ1fa8wff/wRGRkZWLFiBZ48eYJevXqhT58+mDFjBg4cOICjR4+isLAQrVq1wpIlSzB79uzXOo6Ojg48PT2lgtAVRo0aBUNDQyxfvhwrV65EYWEhmjdvjh49emDcuHHVjrt161bo6+vj119/xb59++Dk5IRdu3bBwsICKioqrzVXAOjVqxfs7e2xaNEi3Lp1C+3atUNISAg6duwotLGyssLp06fh4+MDX19flJWVoWvXrti2bVuN7j81NTVMnToVR48exd69e1FWVgYzMzOsX78e33333WvPnYiIiIhen0hSX7sSERERERERvSNxcXGwsbHBtm3bMHr06PqeDhERERE1IMyJTkREREREH5Rnz55VKlu9ejXk5OSkNnQlIiIiIqoJpnMhIiIiIqIPyooVKxAbGwtHR0coKCjg8OHDOHz4MCZNmgQjI6P6nh4RERERNTBM50JERERERB+UiIgILFq0CNevX0d+fj5atmyJMWPGYN68eVBQ4DoiIiIiIqodBtGJiIiIiIiIiIiIiGRgTnQiIiIiIiIiIiIiIhkYRCciIiIiIiIiIiIikoFBdCIiIiIiIiIiIiIiGRrcrjo///wzVq5ciaysLFhbW2Pt2rWws7OT2T4nJwfz5s3D3r178ejRI7Rq1QqrV6/G559/XqPjlZWV4d69e9DU1IRIJKqr0yAiIiIiIiIiIiKieiSRSPDkyRMYGhpCTk72evMGFUTftWsXZs2ahQ0bNqBr165YvXo1xGIxEhMToaenV6l9UVER+vXrBz09PezZswfNmzdHRkYGdHR0anzMe/fuwcjIqA7PgoiIiIiIiIiIiIjeF7dv30aLFi1k1oskEonkHc7njXTt2hVdunTBunXrAJSvEjcyMsL06dMxd+7cSu03bNiAlStXIiEhAYqKiq91zNzcXOjo6OD27dvQ0tJ6o/kTERERERERERER0fshLy8PRkZGyMnJgba2tsx2DWYlelFREWJjY+Hj4yOUycnJwcnJCdHR0VX2OXDgAOzt7TFt2jTs378furq6GDVqFObMmQN5efkaHbcihYuWlhaD6EREREREREREREQfmFel8W4wQfSHDx+itLQUzZo1kypv1qwZEhISquyTmpqKEydOYPTo0Th06BCSk5MxdepUFBcXY8GCBVX2KSwsRGFhofA+Ly+v7k6CiIiIiIiIiIiIiBoU2dnSPwBlZWXQ09PDxo0b0blzZ4wYMQLz5s3Dhg0bZPbx9fWFtra28GI+dCIiIiIiIiIiIqKPV4MJojdt2hTy8vK4f/++VPn9+/ehr69fZR8DAwOYm5tLpW6xtLREVlYWioqKquzj4+OD3Nxc4XX79u26OwkiIiIiIiIiIiIialAaTDoXJSUldO7cGcePH4eLiwuA8pXmx48fh7u7e5V9HBwcsGPHDpSVlUFOrvx5wc2bN2FgYAAlJaUq+ygrK0NZWblWc5NIJCgpKUFpaWmt+hFR/VNUVKzxHglERERERERERPTxaTBBdACYNWsWXF1d8cknn8DOzg6rV6/G06dPMW7cOADA2LFj0bx5c/j6+gIAvvvuO6xbtw4eHh6YPn06kpKSsGzZMsyYMaPO5lRUVITMzEwUFBTU2ZhE9O6IRCK0aNECGhoa9T0VIiIiIiIiIiJ6DzWoIPqIESPwzz//4Mcff0RWVhY6deqEP//8U9hs9NatW8KKcwAwMjLCkSNHMHPmTHTs2BHNmzeHh4cH5syZUyfzKSsrQ1paGuTl5WFoaAglJaVX7uRKRO8PiUSCf/75B3fu3EGbNm24Ip2IiIiIiIiIiCoRSSQSSX1P4n2Wl5cHbW1t5ObmQktLS6ru+fPnSEtLQ6tWraCmplZPMySiN/Hs2TOkp6fDxMQEKioq9T0dIiIiIiIiIiJ6R6qL/b6owWws+j57cfU7ETUs/PYIERERERERERFVh9FfIiIiIiIiIiIiIiIZGESnt6Z3797w9PQU3hcUFGDo0KHQ0tKCSCRCTk5Ovc2NiIiIiIiIiIiIqCYYRP8Iubm5QSQSYcqUKZXqpk2bBpFIBDc3txqPFxkZWWVQfO/evfjPf/4jvA8NDcXp06dx9uxZZGZmQltbu9JYe/fuRb9+/aCrqwstLS3Y29vjyJEjNZ4LERERERERERERUV1iEP0jZWRkhJ07d+LZs2dC2fPnz7Fjxw60bNmyTo7RuHFjaGpqCu9TUlJgaWmJ9u3bQ19fv8pc1H/99Rf69euHQ4cOITY2Fo6Ojhg0aBD+/vvvOpkTERERERERERERUW0o1PcEPhRlZRI8Liiq1zk0UlOCnFzNNkm0tbVFSkoK9u7di9GjRwMoXwXesmVLmJiYSLUtLCzE7NmzsXPnTuTl5eGTTz7BTz/9hC5duiA9PR2Ojo7lx2/UCADg6uqKkJAQ9O7dG506dcLq1avRu3dvnDp1CkD5Ro69evVCZGRkpXmtXr1a6v2yZcuwf/9+/P7777CxsanN5SAiIiIiIiIiIiJ6Ywyi15HHBUXovORYvc4hdr4Tmmgo17j9t99+i+DgYCGIvmXLFowbN65ScPv777/H//3f/yE0NBStWrXCihUrIBaLkZycDCMjI/zf//0fhg4disTERGhpaUFVVbXSsfbu3Yu5c+fi6tWr2Lt3L5SUlGo0x7KyMjx58gSNGzeu8XkRERERERERERER1RWmc/mIffPNNzhz5gwyMjKQkZGBqKgofPPNN1Jtnj59iqCgIKxcuRKfffYZ2rVrh//+979QVVXF5s2bIS8vLwS49fT0oK+vX2Wu88aNG0NNTQ1KSkrQ19evcVDc398f+fn5GD58+JufMBEREREREREREf3rwibgyh7gWU59z+S9xpXoHzFdXV0MGDAAISEhkEgkGDBgAJo2bSrVJiUlBcXFxXBwcBDKFBUVYWdnhxs3brzV+e3YsQOLFi3C/v37oaen91aPRURERERERERE9FEpfg4kHQMgAUz71Pds3msMon/kvv32W7i7uwMAfv7553qezb927tyJCRMm4LfffoOTk1N9T4eIiIiIiIiIiOjDkpMBQAKo6ABqTKVcHQbR60gjNSXEzq/fYG8jtZrlGX+Rs7MzioqKIBKJIBaLK9WbmppCSUkJUVFRaNWqFQCguLgYFy5cgKenJwAI+c1LS0tff/Iv+PXXX/Htt99i586dGDBgQJ2MSURERERERERERC94lFr+38at63ceDQCD6HVETk5Uq0093xfy8vJCWhZ5eflK9erq6vjuu+8we/ZsNG7cGC1btsSKFStQUFCA8ePHAwBatWoFkUiEP/74A59//jlUVVWhoaHxWvPZsWMHXF1dsWbNGnTt2hVZWVkAAFVV1SpzrRMREREREREREdFreJRW/t/GJvU7jwaAG4sStLS0oKWlJbN++fLlGDp0KMaMGQNbW1skJyfjyJEjaNSoEQCgefPmWLRoEebOnYtmzZoJ6WFex8aNG1FSUoJp06bBwMBAeHl4eLz2mERERERERERERPSSxxVBdK5EfxWRRCKR1Pck3md5eXnQ1tZGbm5upUDz8+fPkZaWBhMTE6ioqNTTDInoTfDfMRERERERERF9dEqKgN9cAUkZMHg9oN6kvmdUL6qL/b6IK9GJiIiIiIiIiIiIPiY5GeUBdGUtbipaAwyiExEREREREREREX1MXsyHLhLV71waAAbRiYiIiIiIiIiIiD4mj1LL/8t86DXCIDoRERERERERERHRx6RiU9FGJvU7jwaCQXQiIiIiIiIiIiKij0VpMZB7p/xnrkSvEQbRiYiIiIiIiIiIiD4WObeAshJASR1Qb1rfs2kQGEQnIiIiIiIiIiIi+lgIm4q25qaiNcQgOhEREREREREREdHHgvnQa41BdCIiIiIiIiIiIqKPxYsr0alGGESnN2JsbIzVq1fXuH16ejpEIhHi4uJktgkJCYGOjs4bz+1tKyoqgpmZGc6ePVvrvg3lHBu6kSNHIiAgoL6nQURERERERET0figtAXIyyn9uzJXoNcUg+kfIzc0NIpEIy5cvlyoPDw+HqJZ5kC5cuIBJkybV5fTeub1796J///5o0qTJKwP8L9qwYQNMTEzw6aefCmUikUh4qauro02bNnBzc0NsbKxU3xEjRuDmzZs1Os6HEHCPj49Hjx49oKKiAiMjI6xYsaLa9iEhIVLX8sXXgwcPKrWPioqCgoICOnXqJFU+f/58LF26FLm5uXV5OkREREREREREDVPu7fJNRRXVAI1m9T2bBoNB9I+UiooK/Pz88Pjx4zcaR1dXF2pqanU0q7eruLi4yvKnT5+ie/fu8PPzq/FYEokE69atw/jx4yvVBQcHIzMzE9euXcPPP/+M/Px8dO3aFVu3bhXaqKqqQk9Pr/Yn0QDl5eWhf//+aNWqFWJjY7Fy5UosXLgQGzdulNlnxIgRyMzMlHqJxWL06tWr0nXLycnB2LFj0bdv30rjtG/fHqampti2bVudnxcRERERERERUYMj5EM35qaitcAg+kfKyckJ+vr68PX1rbbdmTNn0KNHD6iqqsLIyAgzZszA06dPhfqX07kkJCSge/fuUFFRQbt27XDs2DGIRCKEh4dLjZuamgpHR0eoqanB2toa0dHRlY4dHh6ONm3aQEVFBWKxGLdv35aqDwoKgqmpKZSUlGBhYYGwsDCpepFIhKCgIHzxxRdQV1fH0qVLqzzHMWPG4Mcff4STk1O11+JFsbGxSElJwYABAyrV6ejoQF9fH8bGxujfvz/27NmD0aNHw93dXXho8fLq8suXL8PR0RGamprQ0tJC586dcfHiRURGRmLcuHHIzc0VVmIvXLgQABAWFoZPPvkEmpqa0NfXx6hRo6RWaUdGRkIkEuH48eP45JNPoKamhk8//RSJiYlS8/3999/RpUsXqKiooGnTphgyZIhQV1hYCG9vbzRv3hzq6uro2rUrIiMja3ydAGD79u0oKirCli1bYGVlhZEjR2LGjBlYtWqVzD6qqqrQ19cXXvLy8jhx4kSVDy2mTJmCUaNGwd7evsqxBg0ahJ07d9ZqzkREREREREREH6RHqeX/ZT70WmEQvS5JJEDx8/p5SSS1mqq8vDyWLVuGtWvX4s6dO1W2SUlJgbOzM4YOHYr4+Hjs2rULZ86cgbu7e5XtS0tL4eLiAjU1NZw/fx4bN27EvHnzqmw7b948eHt7Iy4uDubm5vj6669RUlIi1BcUFGDp0qXYunUroqKikJOTg5EjRwr1+/btg4eHB7y8vHD16lVMnjwZ48aNw8mTJ6WOs3DhQgwZMgRXrlzBt99+W6trVJ3Tp0/D3NwcmpqaNWo/c+ZMPHnyBBEREVXWjx49Gi1atMCFCxcQGxuLuXPnQlFREZ9++ilWr14NLS0tYUW2t7c3gPKV9f/5z39w+fJlhIeHIz09HW5ubpXGnjdvHgICAnDx4kUoKChIXYeDBw9iyJAh+Pzzz/H333/j+PHjsLOzE+rd3d0RHR2NnTt3Ij4+Hl999RWcnZ2RlJQktBGJRAgJCZF57tHR0ejZsyeUlJSEMrFYjMTExBp/E2Lr1q1QU1PDsGHDpMqDg4ORmpqKBQsWyOxrZ2eHmJgYFBYW1uhYREREREREREQfLGFTUeZDrw2F+p7AB6WkEPjNtX6O/VUooKhSqy5DhgxBp06dsGDBAmzevLlSva+vL0aPHg1PT08AQJs2bRAYGIhevXohKCgIKirSx4uIiEBKSgoiIyOhr68PAFi6dCn69etXaWxvb29hFfeiRYtgZWWF5ORktG3bFkB5gHjdunXo2rUrACA0NBSWlpaIiYmBnZ0d/P394ebmhqlTpwIAZs2ahXPnzsHf3x+Ojo7CcUaNGoVx48bV6rrUREZGBgwNDWvcvuK80tPTq6y/desWZs+eLbRr06aNUKetrQ2RSCRc0wovBsNbt26NwMBAdOnSBfn5+dDQ0BDqli5dil69egEA5s6diwEDBuD58+dQUVHB0qVLMXLkSCxatEhob21tLcwpODgYt27dEs7V29sbf/75J4KDg7Fs2TIAgIWFBbS1tWWee1ZWFkxMpD+YmzVrJtQ1atRIZt8KmzdvxqhRo6CqqiqUJSUlYe7cuTh9+jQUFGR/lBkaGqKoqAhZWVlo1arVK49FRERERERERPRBKit9YVNRrkSvDa5E/8j5+fkhNDQUN27cqFR3+fJlhISEQENDQ3iJxWKUlZUhLS2tUvvExEQYGRlJBXtfXNX8oo4dOwo/GxgYAIBUKhIFBQV06dJFeN+2bVvo6OgI87xx4wYcHBykxnRwcKh0Hp988onMc38Tz549q/QQoTqS/31TQNbGrbNmzcKECRPg5OSE5cuXIyUl5ZVjxsbGYtCgQWjZsiU0NTWFQPmtW7ek2lV3rePi4qrMJQ4AV65cQWlpKczNzaXugVOnTknNLyEhQSoFTF2Ljo7GjRs3pFK5lJaWYtSoUVi0aBHMzc2r7V8ReC8oKHhrcyQiIiIiIiIieu/l3QVKiwEFZUDToL5n06BwJXpdUlAuXxFeX8d+DT179oRYLIaPj0+lVCD5+fmYPHkyZsyYUalfy5YtX+t4FRQVFYWfKwLLZWVlbzRmVdTV1et8TABo2rQprly5UuP2FcH9l1dkV1i4cCFGjRqFgwcP4vDhw1iwYAF27twpMzj99OlTiMViiMVibN++Hbq6urh16xbEYjGKioqk2lZ3rV9c2f2y/Px8yMvLIzY2FvLy8lJ1L650fxV9fX3cv39fqqzi/cur66uyadMmdOrUCZ07dxbKnjx5gosXL+Lvv/8W0guVlZVBIpFAQUEBR48eRZ8+fQAAjx49AlC+CS4RERERERER0UerIh96IxNuKlpLDKLXJZGo1ilV3gfLly9Hp06dYGFhIVVua2uL69evw8zMrEbjWFhY4Pbt27h//76QruPChQuvNaeSkhJcvHhRWMmemJiInJwcWFpaAgAsLS0RFRUFV9d/0+dERUWhXbt2r3W82rKxsUFQUBAkEonM1eUvqshrXt3mpebm5jA3N8fMmTPx9ddfIzg4GEOGDIGSkhJKS0ul2iYkJCA7OxvLly+HkZERAODixYu1Po+OHTvi+PHjVaa8sbGxQWlpKR48eIAePXrUeuwK9vb2mDdvHoqLi4WAfkREBCwsLF6ZyiU/Px+7d++utAGulpZWpYcY69evx4kTJ7Bnzx6phxVXr15FixYt0LRp09c+ByIiIiIiIiKiBo/50F8b07kQOnTogNGjRyMwMFCqfM6cOTh79izc3d0RFxeHpKQk7N+/X+bGov369YOpqSlcXV0RHx+PqKgozJ8/H4DsNCayKCoqYvr06Th//jxiY2Ph5uaGbt26CUH12bNnIyQkBEFBQUhKSsKqVauwd+9eYdPN2nj06BHi4uJw/fp1AOUB+7i4OGRlZcns4+joiPz8fFy7dq1SXU5ODrKyspCRkYGIiAgMGzYMO3bsQFBQEHR0dCq1f/bsGdzd3REZGYmMjAxERUXhwoULwgMDY2Nj5Ofn4/jx43j48CEKCgrQsmVLKCkpYe3atUhNTcWBAwfwn//8p9bnvmDBAvz6669YsGABbty4gStXrsDPzw9AeVB/9OjRGDt2LPbu3Yu0tDTExMTA19cXBw8eFMZo27Yt9u3bJ/MYo0aNgpKSEsaPH49r165h165dWLNmDWbNmiW02bdvn5AP/kW7du1CSUkJvvnmG6lyOTk5tG/fXuqlp6cHFRUVtG/fXuobCKdPn0b//v1rfW2IiIiIiIiIiD4oFSvRmQ+91hhEJwDA4sWLK6VT6dixI06dOoWbN2+iR48esLGxwY8//ihzQ015eXmEh4cjPz8fXbp0wYQJEzBv3jwAqFX+cABQU1PDnDlzMGrUKDg4OEBDQwO7du0S6l1cXLBmzRr4+/vDysoKv/zyC4KDg9G7d+/anTiAAwcOwMbGRtjodOTIkbCxscGGDRtk9mnSpAmGDBmC7du3V6obN24cDAwM0LZtW3z33XfQ0NBATEwMRo0aVeVY8vLyyM7OxtixY2Fubo7hw4fjs88+Ezb7/PTTTzFlyhSMGDECurq6WLFiBXR1dRESEoLffvsN7dq1w/Lly+Hv71/rc+/duzd+++03HDhwAJ06dUKfPn0QExMj1AcHB2Ps2LHw8vKChYUFXFxccOHCBal0PomJicjNzZV5DG1tbRw9ehRpaWno3LkzvLy88OOPP2LSpElCm9zcXCQmJlbqu3nzZnz55ZdVPnyoiefPnyM8PBwTJ058rf5ERERERERERB+EsrJ/NxVtxJXotSWSVOx4SFXKy8uDtrY2cnNzoaWlJVX3/PlzpKWlwcTEpNZB4o9FVFQUunfvjuTkZJiamtb3dOpUfHw8+vXrh5SUlFrlCKd3JygoCPv27cPRo0dltuG/YyIiIiIiIiL64OXeAQ56AfKKwFdbATmurQaqj/2+iDnRqU7t27cPGhoaaNOmDZKTk+Hh4QEHB4cPLoAOlK/U9/PzQ1paGjp06FDf06EqKCoqYu3atfU9DSIiIiIiIiKi+lWRD72RMQPor4FBdKpTT548wZw5c3Dr1i00bdoUTk5OCAgIqO9pvTVubm71PQWqxoQJE+p7CkRERERERERE9Y/50N8Ig+hUp8aOHYuxY8fW9zSIiIiIiIiIiIiowuOKlejMh/46uHafiIiIiIiIiIiI6EMlkfybzoUr0V8Lg+hEREREREREREREH6onWUDJc0BOAdBqXt+zaZAYRCciIiIiIiIiIiL6UFXkQ29kDMgzu/frYBCdiIiIiIiIiIiI6EMl5EM3rtdpNGQMohMRERERERERERF9qCpWojMf+mtjEJ2IiIiIiIiIiIjoQyS1qahJ/c6lAWMQnd6IsbExVq9eXeP26enpEIlEiIuLk9kmJCQEOjo6bzy3ty07Oxt6enpIT0+vdd+FCxeiU6dOdT4nkjZ37lxMnz69vqdBRERERERERFQ/8h8AxQXlm4pqt6zv2TRYDKJ/hNzc3CASibB8+XKp8vDwcIhEolqNdeHCBUyaNKkup/dOFRcXY86cOejQoQPU1dVhaGiIsWPH4t69e6/su3TpUgwePBjGxsYA/n1AUPHS1NSElZUVpk2bhqSkJKm+3t7eOH78eI3m+CEE3CMjI2FrawtlZWWYmZkhJCTklX2OHDmCbt26QVNTE7q6uhg6dGilBxbbt2+HtbU11NTUYGBggG+//RbZ2dlCvbe3N0JDQ5GamlrHZ0RERERERERE1ABU5EPXNuKmom+AQfSPlIqKCvz8/PD48eM3GkdXVxdqamp1NKu3q7i4uFJZQUEBLl26hB9++AGXLl3C3r17kZiYiC+++KLasQoKCrB582aMHz++Ut2xY8eQmZmJy5cvY9myZbhx4wasra2lguYaGhpo0qTJm59UA5CWloYBAwbA0dERcXFx8PT0xIQJE3DkyJFq+wwePBh9+vRBXFwcjhw5gocPH+LLL78U2kRFRWHs2LEYP348rl27ht9++w0xMTGYOHGi0KZp06YQi8UICgp6q+dIRERERERERPReYj70OsEg+kfKyckJ+vr68PX1rbbdmTNn0KNHD6iqqsLIyAgzZszA06dPhfqX07kkJCSge/fuUFFRQbt27XDs2DGIRCKEh4dLjZuamgpHR0eoqanB2toa0dHRlY4dHv7/2bvz+KiqPP//70qlsu97gGBYQxLZIQQRbSQQutUWf7bi0rK4oK20OICtDHzdRkSmgQFcsJ1WsVFb+utXaGe0FaFFWQKB0AkQIASysGaBkIQkZKuq3x9lSoosJJAQQl7Px6MeqXvvueecW8Sex3zq5H3WqU+fPnJzc1NiYqKOHTvmcH3lypXq1auXXFxcFBUVpdWrVztcNxgMWrlypX7961/L09NTCxYsqDeGr6+vvvvuO913332KiopSfHy83nrrLaWkpOjo0aONfi5ff/21XF1dFR8fX+9aYGCgwsLC1LNnT911113asGGDRowYoUcffVRms1lS/dXlmzZtUlxcnDw9PeXn56dRo0YpNzdXq1at0iuvvKK0tDT7Cve6VdxLly61r6CPiIjQU089pbKyMnufdbE43377raKjo+Xl5aUJEybo1KlTDvP94IMPFBsbK1dXV4WHh2vGjBn2a8XFxXrssccUHBwsHx8f3XbbbUpLS2v0c2nIu+++qx49emjJkiWKjo7WjBkz9Jvf/Eb/9V//1eg9KSkpMpvNeu2119SrVy8NGTJEc+bMUWpqqv3LkKSkJEVGRuqZZ55Rjx49dPPNN+uJJ55QcnKyQ1933nmnPvvssxbNGQAAAAAA4LpAHnqroIjeiqxWq6rMVe3yslqtLZqr0WjU66+/rjfffFPHjx9vsM2RI0c0YcIE3XPPPdqzZ4/WrFmjLVu2OBRZL2Q2mzVx4kR5eHhox44deu+99zRv3rwG286bN89eFO3bt68eeOAB1dbW2q9XVFRowYIF+stf/qKtW7equLhY999/v/362rVrNXPmTM2ePVv79u3TE088oWnTpun77793GOfll1/W3Xffrb179+qRRx5p1mdTUlIig8HQZC775s2bNXTo0Gb15+TkpJkzZyo3N1cpKSn1rtfW1mrixIm69dZbtWfPHiUlJWn69OkyGAyaNGmSZs+erdjYWJ06dUqnTp3SpEmT7P2uWLFC6enp+uijj/TPf/5Tf/jDHxz6rqio0OLFi7V69Wr9+OOPOnr0qObMmWO/vnLlSj399NOaPn269u7dqy+//FK9e/e2X7/33ntVUFCgf/zjH0pJSdGQIUM0duxYFRUVSfo5wmbTpk2NPn9SUpISEhIcziUmJjb4xUmdoUOHysnJSR9++KHMZrNKSkq0evVqJSQkyGQySZJGjhypY8eO6euvv5bValV+fr4+//xz/epXv3LoKy4uTsePH7+s7HoAAAAAAIAOy2plJXorIQinFVVbqjV70+x2GXvJL5bI1ejaonvuvvtuDRo0SC+99JLef//9etcXLlyohx56SM8++6wkqU+fPlqxYoVuvfVWrVy5Um5ubg7tv/vuOx05ckSbNm1SWFiYJFtu+Lhx4+r1PWfOHN1+++2SpFdeeUWxsbE6fPiw+vXrJ8kWvfLWW29pxIgRkqSPPvpI0dHRSk5OVlxcnBYvXqypU6fqqaeekiTNmjVL27dv1+LFizVmzBj7OA8++KCmTZvW7M+ksrJSzz//vB544AH5+Pg02i43N1ddunRpdr91z5WTk6O4uDiHa6WlpSopKdEdd9yhXr16SZKio6Pt1728vOTs7Gz/TOvU/btItr8IeO211/Tkk0/qnXfesZ+vqanRu+++a+93xowZevXVV+3XX3vtNc2ePVszZ860nxs+fLgk218hJCcnq6CgQK6utt+txYsXa926dfr88881ffp0mUwmRUVFNRnpk5eXp9DQUIdzoaGhKi0t1fnz5+Xu7l7vnh49emj9+vW677779MQTT8hsNmvkyJH6+uuv7W1GjRqlTz75RJMmTVJlZaVqa2t155136u2333boq+7fKTc3155fDwAAAAAAcN2rOCNVl0kGoy0THZeNleid3KJFi/TRRx/pwIED9a6lpaVp1apV8vLysr8SExNlsViUnZ1dr31GRoYiIiIcir0XF4zrDBgwwP4+PDxcklRQUGA/5+zsbC/mSrYitJ+fn32eBw4c0KhRoxz6HDVqVL3nGDZsWKPPfrGamhrdd999slqtl8zQPn/+fL0vEZpS95cCDW3cGhAQoKlTpyoxMVF33nmnli9fXi9ypSEbNmzQ2LFj1bVrV3l7e+vhhx/WmTNnVFFRYW/j4eFhL6BLts+67nMuKCjQyZMnNXbs2Ab7T0tLU1lZmQIDAx1+B7Kzs3XkyBFJUteuXXXw4MFG/50vV15enh5//HF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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#as overlay\n", "from stumpy import motifs, match\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "def visualize_motifs(time_series, motif_distances, motif_indices, subsequence_length, max_neighbors=5):\n", " n_motifs = len(motif_indices)\n", " fig, axs = plt.subplots(n_motifs, 1, figsize=(15, 5*n_motifs), sharex=False)\n", " if n_motifs == 1:\n", " axs = [axs]\n", " \n", " for i, (motif_idxs, distances, ax) in enumerate(zip(motif_indices, motif_distances, axs)):\n", " # Extract the first index if motif_idxs is an array or list\n", " main_motif_idx = motif_idxs[0] if isinstance(motif_idxs, (list, np.ndarray)) else motif_idxs\n", " \n", " # Extract the motif sequence\n", " motif = time_series[main_motif_idx:main_motif_idx+subsequence_length]\n", " \n", " # Plot the main motif\n", " ax.plot(range(subsequence_length), motif, label=f'Motif {i+1}', linewidth=3)\n", " \n", " # Plot neighbors\n", " for j, (neighbor_idx, dist) in enumerate(zip(motif_idxs[1:], distances[1:])):\n", " if j >= max_neighbors:\n", " break\n", " neighbor = time_series[neighbor_idx:neighbor_idx+subsequence_length]\n", " similarity = 1 - dist # Convert distance to similarity\n", " ax.plot(range(subsequence_length), neighbor, \n", " label=f'Neighbor {j+1} (Distance: {dist:.2f})', \n", " alpha=0.7)\n", " \n", " ax.set_title(f'Motif {i} and its Neighbors')\n", " ax.legend()\n", " ax.set_xlabel('Subsequence Index')\n", " ax.set_ylabel('Value')\n", " \n", " plt.tight_layout()\n", " plt.show()\n", "\n", "visualize_motifs(time_series=timeseries_sr, motif_distances=motif_distances, motif_indices=motif_indices, subsequence_length=m)\n" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "DatetimeIndex: 18329 entries, 2024-02-12 09:31:00-05:00 to 2024-04-18 15:59:00-04:00\n", "Series name: vwap\n", "Non-Null Count Dtype \n", "-------------- ----- \n", "18329 non-null float64\n", "dtypes: float64(1)\n", "memory usage: 286.4 KB\n" ] } ], "source": [ "timeseries_sr.info()" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Visualize on the whole timeseries\n", "import numpy as np\n", "from matplotlib.patches import Rectangle\n", "import matplotlib.colors as mcolors\n", "\n", "def visualize_motifs_on_timeseries(time_series, motif_distances, motif_indices, subsequence_length):\n", " n_motifs = len(motif_indices)\n", " fig, axs = plt.subplots(n_motifs, 1, figsize=(15, 5*n_motifs), sharex=True)\n", " if n_motifs == 1:\n", " axs = [axs]\n", " \n", " # Define a color for each motif\n", " colors = plt.cm.rainbow(np.linspace(0, 1, n_motifs))\n", " \n", " for i, (motif_idxs, distances, ax, color) in enumerate(zip(motif_indices, motif_distances, axs, colors)):\n", " # Plot the entire time series\n", " ax.plot(time_series.values, color='gray', alpha=0.5)\n", " \n", " # Extract the main motif index\n", " main_motif_idx = motif_idxs[0] if isinstance(motif_idxs, (list, np.ndarray)) else motif_idxs\n", " \n", " # Plot the main motif as a rectangle\n", " rect = Rectangle((main_motif_idx, min(time_series)), subsequence_length, max(time_series) - min(time_series),\n", " facecolor=color, alpha=0.7, label=f'Motif {i+1}')\n", " ax.add_patch(rect)\n", " \n", " # Plot neighbors\n", " nb = 0\n", " for neighbor_idx, dist in zip(motif_idxs[1:], distances[1:]):\n", " nb += 1\n", " similarity = 1 - dist # Convert distance to similarity\n", " # Use similarity to determine the alpha of the color 1 - (0.7 / 5) * x\n", " neighbor_color = mcolors.to_rgba(color, alpha=1 - (0.7 / 5) * dist)\n", " rect = Rectangle((neighbor_idx, min(time_series)), subsequence_length, max(time_series) - min(time_series),\n", " facecolor=neighbor_color, label=f'Neighbor {nb} (Distance: {dist:.2f})')\n", " ax.add_patch(rect)\n", "\n", " # # Adjust the limits of the plot so the rectangle is visible\n", " # ax.set_xlim(0, len(time_series))\n", " # ax.set_ylim(min(time_series) - 10, max(time_series) + 10)\n", "\n", " ax.set_title(f'Motif {i} and its Neighbors')\n", " ax.legend()\n", " ax.set_xlabel('Time')\n", " ax.set_ylabel('Value')\n", " ax.autoscale()\n", " \n", " plt.tight_layout()\n", " plt.show()\n", "\n", "visualize_motifs_on_timeseries(timeseries_sr, motif_distances, motif_indices, m)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#Visualization on whole timeseries - Using LW charting for better visual exploration\n", "import numpy as np\n", "#!pip install git+https://github.com/drew2323/lightweight-charts-python.git\n", "from lightweight_charts import JupyterChart, chart, Panel\n", "\n", "\n", "\n", "def visualize_motifs_on_timeseries(time_series, motif_distances, motif_indices, subsequence_length):\n", " n_motifs = len(motif_indices)\n", " fig, axs = plt.subplots(n_motifs, 1, figsize=(15, 5*n_motifs), sharex=True)\n", " if n_motifs == 1:\n", " axs = [axs]\n", " \n", " # Define a color for each motif\n", " colors = plt.cm.rainbow(np.linspace(0, 1, n_motifs))\n", " \n", " for i, (motif_idxs, distances, ax, color) in enumerate(zip(motif_indices, motif_distances, axs, colors)):\n", " # Plot the entire time series\n", " ax.plot(time_series.values, color='gray', alpha=0.5)\n", " \n", " # Extract the main motif index\n", " main_motif_idx = motif_idxs[0] if isinstance(motif_idxs, (list, np.ndarray)) else motif_idxs\n", " \n", " # Plot the main motif as a rectangle\n", " rect = Rectangle((main_motif_idx, min(time_series)), subsequence_length, max(time_series) - min(time_series),\n", " facecolor=color, alpha=0.7, label=f'Motif {i+1}')\n", " ax.add_patch(rect)\n", " \n", " # Plot neighbors\n", " nb = 0\n", " for neighbor_idx, dist in zip(motif_idxs[1:], distances[1:]):\n", " nb += 1\n", " similarity = 1 - dist # Convert distance to similarity\n", " # Use similarity to determine the alpha of the color 1 - (0.7 / 5) * x\n", " neighbor_color = mcolors.to_rgba(color, alpha=1 - (0.7 / 5) * dist)\n", " rect = Rectangle((neighbor_idx, min(time_series)), subsequence_length, max(time_series) - min(time_series),\n", " facecolor=neighbor_color, label=f'Neighbor {nb} (Distance: {dist:.2f})')\n", " ax.add_patch(rect)\n", "\n", " # # Adjust the limits of the plot so the rectangle is visible\n", " # ax.set_xlim(0, len(time_series))\n", " # ax.set_ylim(min(time_series) - 10, max(time_series) + 10)\n", "\n", " ax.set_title(f'Motif {i} and its Neighbors')\n", " ax.legend()\n", " ax.set_xlabel('Time')\n", " ax.set_ylabel('Value')\n", " ax.autoscale()\n", " \n", " plt.tight_layout()\n", " plt.show()\n", "\n", "visualize_motifs_on_timeseries(timeseries_sr, motif_distances, motif_indices, m)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Unanchored chain\n", "\n", "Unanchored chains could be used for trending data." ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [], "source": [ "timeseries_sr_trending = t1data.get('vwap')\n", "matrix_profile_tr = stumpy.stump(timeseries_sr_trending, m)\n", "\n", "#for trend data we can use \n", "all_chain_set, unanchored_chain = stumpy.allc(matrix_profile_tr[:, 2], matrix_profile_tr[:, 3])" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Charting with lightweight-chart for better interactivity\n", "\n", "#!pip install git+https://github.com/drew2323/lightweight-charts-python.git\n", "from lightweight_charts import JupyterChart, chart, Panel\n", "\n", "motifs = []\n", "for i in range(unanchored_chain.shape[0]):\n", " new_df = timeseries_sr_trending.iloc[unanchored_chain[i]:unanchored_chain[i]+m]\n", " motifs.append((new_df.to_frame(name=f\"Motif {i+1}\"), f\"Motif {i+1}\"))\n", "\n", "pane1 = Panel(\n", " right = [(timeseries_sr_trending.to_frame(name=\"Time series main\"),\"Time series main\")]+motifs\n", ")\n", "\n", "ch = chart([pane1], sync=False, size=\"s\", session=None)" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Standard charting\n", "\n", "import itertools\n", "\n", "plt.plot(timeseries_sr_trending, linewidth=1, color='black')\n", "for i in range(unanchored_chain.shape[0]):\n", " y = timeseries_sr_trending.iloc[unanchored_chain[i]:unanchored_chain[i]+m]\n", " x = y.index.values\n", " plt.plot(x, y, linewidth=3)\n", "# color = itertools.cycle(['white', 'gainsboro'])\n", "# for i, x in enumerate(range(0, ohlcv_df.shape[0], 52)):\n", "# plt.text(x+12, 0.9, str(2004+i), color=\"black\", fontsize=20)\n", "# rect = Rectangle((x, -1), 52, 2.5, facecolor=next(color))\n", "# plt.gca().add_patch(rect)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### another approach for visualization of 1D motifs" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [], "source": [ "matrix_profile = stumpy.stump(timeseries_sr, m)" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Extract the matrix profile values (first column) and the corresponding index (second column)\n", "mp = matrix_profile[:, 0]\n", "mpi = matrix_profile[:, 1]\n", "\n", "# Sort matrix profile to get indices of top motifs\n", "sorted_indices = np.argsort(mp)\n", "\n", "# Top motifs: first, second, and third\n", "top_1_idx = sorted_indices[0]\n", "top_2_idx = sorted_indices[1]\n", "top_3_idx = sorted_indices[2]\n", "\n", "# Get the nearest neighbor indices for the top motifs\n", "top_1_nn_idx = mpi[top_1_idx]\n", "top_2_nn_idx = mpi[top_2_idx]\n", "top_3_nn_idx = mpi[top_3_idx]\n", "\n", "# Plot the time series\n", "plt.figure(figsize=(10, 6))\n", "plt.plot(timeseries_sr.values, label=\"Time Series\", alpha=0.5)\n", "\n", "# Highlight the motifs with different colors\n", "plt.plot(range(top_1_idx, top_1_idx + m), timeseries_sr[top_1_idx:top_1_idx + m], color='red', label=f'Top Motif 1 (Index: {top_1_idx})')\n", "plt.plot(range(top_1_nn_idx, top_1_nn_idx + m), timeseries_sr[top_1_nn_idx:top_1_nn_idx + m], color='red', linestyle='dashed', label=f'Top Motif 1 NN (Index: {top_1_nn_idx})')\n", "\n", "plt.plot(range(top_2_idx, top_2_idx + m), timeseries_sr[top_2_idx:top_2_idx + m], color='green', label=f'Top Motif 2 (Index: {top_2_idx})')\n", "plt.plot(range(top_2_nn_idx, top_2_nn_idx + m), timeseries_sr[top_2_nn_idx:top_2_nn_idx + m], color='green', linestyle='dashed', label=f'Top Motif 2 NN (Index: {top_2_nn_idx})')\n", "\n", "plt.plot(range(top_3_idx, top_3_idx + m), timeseries_sr[top_3_idx:top_3_idx + m], color='blue', label=f'Top Motif 3 (Index: {top_3_idx})')\n", "plt.plot(range(top_3_nn_idx, top_3_nn_idx + m), timeseries_sr[top_3_nn_idx:top_3_nn_idx + m], color='blue', linestyle='dashed', label=f'Top Motif 3 NN (Index: {top_3_nn_idx})')\n", "\n", "# Add title and labels\n", "plt.title('Top 3 Motifs in Time Series')\n", "plt.xlabel('Index')\n", "plt.ylabel('Value')\n", "\n", "# Display legend\n", "plt.legend()\n", "\n", "# Show plot\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Extract the matrix profile values (first column) and the corresponding index (second column)\n", "profile_values = matrix_profile[:, 0]\n", "motif_indices = matrix_profile[:, 1]\n", "\n", "# Find the index of the most prominent motif (the smallest value in the matrix profile)\n", "motif_1_index = np.argmin(profile_values)\n", "motif_2_index = motif_indices[motif_1_index]\n", "\n", "# Extract the actual subsequences from the OHLCV data\n", "motif_1 = timeseries_sr[motif_1_index:motif_1_index + m]\n", "motif_2 = timeseries_sr[motif_2_index:motif_2_index + m]\n", "\n", "# Plot the motifs side by side for comparison\n", "plt.figure(figsize=(10, 6))\n", "plt.plot(motif_1, label=f'Motif 1 (index {motif_1_index})', color='blue')\n", "plt.plot(motif_2, label=f'Motif 2 (index {motif_2_index})', color='red', linestyle='--')\n", "plt.title('Most Prominent Motifs')\n", "plt.xlabel('Time')\n", "plt.ylabel('OHLCV Value')\n", "plt.legend()\n", "plt.grid(True)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Multivariate" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [], "source": [ "labels = [\"open\",\"close\",\"vwap\", \"trades\", \"volume\"]\n", "mp_m, indices = stumpy.mstump(t1data.get(labels), m)" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "mode": "lines", "name": "open Matrix Profile", "type": "scatter", "y": [ 1.1751391965703457, 1.1779193793780713, 1.1324791016981757, 0.9587223442439854, 0.8158148519655145, 0.8723556501255925, 0.9360133558831097, 0.8171960587273897, 0.9510131510843101, 0.9489094884237752, 1.1648224693746156, 1.0550871704945965, 0.9540089535848308, 0.9398728216681617, 0.9772075063162003, 0.9670620521348158, 1.0830606626568582, 1.5315472365118346, 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"linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Multivariate Matrix Profile for OHLCV Data" }, "xaxis": { "title": { "text": "Time Index" } }, "yaxis": { "title": { "text": "Matrix Profile" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import plotly.graph_objects as go\n", "\n", "# Create a figure\n", "fig = go.Figure()\n", "\n", "# Add traces for each time series component in OHLCV\n", "for i, label in enumerate(labels):\n", " fig.add_trace(go.Scatter(\n", " y=mp_m[i],\n", " mode='lines',\n", " name=f'{label} Matrix Profile'\n", " ))\n", "\n", "# Update layout\n", "fig.update_layout(\n", " title=\"Multivariate Matrix Profile for OHLCV Data\",\n", " xaxis_title=\"Time Index\",\n", " yaxis_title=\"Matrix Profile\",\n", " hovermode=\"x unified\"\n", ")\n", "\n", "# Show the figure\n", "fig.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Univariate and simple backtesting (returns)\n", "\n", "- Load a sample time series dataset.\n", "- Discover motifs using STUMPY's stump and motifs functions.\n", "- Create a DataFrame containing motif indices and their associated returns over a 10-bar horizon.\n", "- Identify the most profitable motif category." ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Motif DataFrame with profits:\n", " motif_id match_id distance start_idx end_idx profit_long \\\n", "0 0 0 0.000000 2320 2340 -0.149859 \n", "1 0 1 0.443260 15580 15600 -0.415851 \n", "2 0 2 0.736512 16360 16380 0.158905 \n", "3 0 3 0.889474 8950 8970 0.695128 \n", "4 0 4 0.898152 370 390 -0.308415 \n", ".. ... ... ... ... ... ... \n", "75 3 15 3.203438 18167 18187 0.030953 \n", "76 3 16 3.209278 16429 16449 -0.071118 \n", "77 3 17 3.242796 1579 1599 0.023232 \n", "78 3 18 3.277291 5312 5332 0.089984 \n", "79 3 19 3.301864 6228 6248 -0.017869 \n", "\n", " profit_short \n", "0 0.149859 \n", "1 0.415851 \n", "2 -0.158905 \n", "3 -0.695128 \n", "4 0.308415 \n", ".. ... \n", "75 -0.030953 \n", "76 0.071118 \n", "77 -0.023232 \n", "78 -0.089984 \n", "79 0.017869 \n", "\n", "[80 rows x 7 columns]\n", "\n", "Average profit long per motif category:\n", " motif_id profit_long\n", "0 0 0.047821\n", "1 1 0.073033\n", "2 2 0.033300\n", "3 3 0.016649\n", "\n", "The most profitable long motif avg category is: 1.0\n", "\\Sum profit long per motif category:\n", " motif_id profit_long\n", "0 0 0.956420\n", "1 1 1.460670\n", "2 2 0.665999\n", "3 3 0.332988\n", "\n", "The most profitable long motif sum category is: 1.0\n", "\n", "Average profit short per motif category:\n", " motif_id profit_short\n", "0 0 -0.047821\n", "1 1 -0.073033\n", "2 2 -0.033300\n", "3 3 -0.016649\n", "\n", "The most profitable short motif avg category is: 3.0\n", "\\Sum profit short per motif category:\n", " motif_id profit_short\n", "0 0 -0.956420\n", "1 1 -1.460670\n", "2 2 -0.665999\n", "3 3 -0.332988\n", "\n", "The most profitable short motif sum category is: 3.0\n" ] } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "import stumpy\n", "\n", "\n", "# Convert the 'close' column to a 1D NumPy array\n", "T = timeseries_sr.values\n", "\n", "\n", "#NOTE: one way to avoid overfitting should be choosing the right parameters below based on the dataset length\n", "#so the number of identified motifs should be high enough and evenly distributed over the dataset length\n", "\n", "# Parameters\n", "N = 20 # Window length (motif length)\n", "max_motifs = 4 # Number of main motifs to discover\n", "motifs_per_category = 20 # Number of similar motifs to extract per main motif\n", "future_horizon = 10 # Number of bars to measure future returns\n", "\n", "\n", "\n", "# Step 1: Calculate the Matrix Profile\n", "matrix_profile = stumpy.stump(timeseries_sr, m=N)\n", "\n", "# Step 2: Discover the motifs return distances and indices in the shape of (max_motifs, motifs_per_category)\n", "motif_distances, motif_indices = stumpy.motifs(timeseries_sr, matrix_profile[:, 0], max_motifs=max_motifs, max_matches=motifs_per_category)\n", "\n", "\n", "# Create a DataFrame to store the motifs information\n", "motif_results = []\n", "\n", "# Since motif_indices is an array of shape (3, 4), iterate accordingly\n", "for motif_id in range(motif_indices.shape[0]): # Iterate over each row, i.e., each motif\n", " for match_id in range(motif_indices.shape[1]): # Iterate over each column, i.e., each match\n", " start_idx = motif_indices[motif_id, match_id]\n", " distance = motif_distances[motif_id, match_id]\n", "\n", " # Check if the entry is valid (not NaN)\n", " if np.isnan(start_idx):\n", " continue\n", " \n", " # Convert to integer for indexing\n", " start_idx = int(start_idx)\n", " end_idx = start_idx + N\n", " \n", " # Check if there's enough data beyond the end index to calculate future returns\n", " #CHANGE PROFI CALC BASED ON input data (prices vs stationary .diff or .log)\n", " if end_idx + future_horizon < len(timeseries_sr):\n", "\n", " # # PROFIT CALC for not sstationary data- Calculate the profit/loss over the next 10 bars from the end of the motif\n", " # future_return_long = (timeseries_sr.iloc[end_idx + future_horizon] - timeseries_sr.iloc[end_idx]) / timeseries_sr.iloc[end_idx]\n", " # future_return_short = (timeseries_sr.iloc[end_idx + future_horizon] + timeseries_sr.iloc[end_idx]) / timeseries_sr.iloc[end_idx]\n", "\n", " #PROFIT CALC for stationary data using .DIFF (compounding)\n", " # Extract the future returns\n", " future_returns = timeseries_sr.iloc[end_idx:end_idx + future_horizon].values\n", "\n", " # Calculate cumulative profit for long: (1 + r1) * (1 + r2) * ... * (1 + rn) - 1\n", " profit_long = np.prod(1 + future_returns) - 1\n", " # Calculate cumulative profit for short: -(1 + r1) * (1 + r2) * ... * (1 + rn) - 1\n", " profit_short = -(np.prod(1 + future_returns) - 1)\n", "\n", " # #PROFIT CALC for stationary data created using .log\n", " # future_returns = timeseries_sr.iloc[end_idx:end_idx + future_horizon].sum()\n", " # profit_long = future_returns # Profit for long position\n", " # profit_short = -future_returns # Profit for short position (opposite direction)\n", " else:\n", " future_return_long = np.nan # Not enough future data available\n", " future_return_short = np.nan\n", " \n", " # Append the motif result\n", " motif_results.append({\n", " 'motif_id': motif_id, # Identifies the motif category within the set\n", " 'match_id': match_id, # Rank/order of the match within the motif category\n", " 'distance': distance,\n", " 'start_idx': start_idx,\n", " 'end_idx': end_idx,\n", " 'profit_long': profit_long,\n", " 'profit_short': profit_short\n", " })\n", "\n", "# Convert the results into a DataFrame\n", "motif_df = pd.DataFrame(motif_results)\n", "\n", "# Step 3: Calculate the average profit for each motif category\n", "motif_profits_long = motif_df.groupby('motif_id')['profit_long'].mean().reset_index()\n", "most_profitable_motif_id_long = motif_profits_long.sort_values(by='profit_long', ascending=False).iloc[0]['motif_id']\n", "\n", "motif_profits_sum_long = motif_df.groupby('motif_id')['profit_long'].sum().reset_index()\n", "most_profitable_motif_sum_id_long = motif_profits_sum_long.sort_values(by='profit_long', ascending=False).iloc[0]['motif_id']\n", "\n", "motif_profits_short = motif_df.groupby('motif_id')['profit_short'].mean().reset_index()\n", "most_profitable_motif_id_short = motif_profits_short.sort_values(by='profit_short', ascending=False).iloc[0]['motif_id']\n", "\n", "motif_profits_sum_short = motif_df.groupby('motif_id')['profit_short'].sum().reset_index()\n", "most_profitable_motif_sum_id_short = motif_profits_sum_short.sort_values(by='profit_short', ascending=False).iloc[0]['motif_id']\n", "\n", "# Display results\n", "print(\"Motif DataFrame with profits:\\n\", motif_df)\n", "print(\"\\nAverage profit long per motif category:\\n\", motif_profits_long)\n", "print(f\"\\nThe most profitable long motif avg category is: {most_profitable_motif_id_long}\")\n", "print(\"\\Sum profit long per motif category:\\n\", motif_profits_sum_long)\n", "print(f\"\\nThe most profitable long motif sum category is: {most_profitable_motif_sum_id_long}\")\n", "\n", "print(\"\\nAverage profit short per motif category:\\n\", motif_profits_short)\n", "print(f\"\\nThe most profitable short motif avg category is: {most_profitable_motif_id_short}\")\n", "print(\"\\Sum profit short per motif category:\\n\", motif_profits_sum_short)\n", "print(f\"\\nThe most profitable short motif sum category is: {most_profitable_motif_sum_id_short}\")" ] }, { "cell_type": "code", "execution_count": 125, "metadata": {}, "outputs": [], "source": [ "def visualize_motifs_on_timeseries_lw(time_series, motif_distances, motif_indices, subsequence_length, ohlcv=None, max_distance: float = None, show_baseline: bool = True, show_only:list = None, size: str = \"l\"):\n", " \"\"\"\n", " Visualize motifs on a time series line chart.\n", "\n", " Parameters\n", " ----------\n", " time_series : pandas.Series\n", " Baseline time series data to visualize.\n", " motif_distances : numpy.ndarray\n", " A 2D array of shape (num_motifs, num_matches) containing the distances of each motif match.\n", " motif_indices : numpy.ndarray\n", " A 2D array of shape (num_motifs, num_matches) containing the start indices of each motif match.\n", " subsequence_length : int\n", " The length of each subsequence (motif) to visualize.\n", " max_distance : float, optional\n", " The maximum distance to consider for a motif match. If None, all distances are considered.\n", " show_baseline : bool, optional\n", " Whether to show the baseline time series in each pane. Defaults to True.\n", " show_only : list, optional\n", " A list of motif IDs to show. If None, all motifs are shown.\n", "\n", " Returns\n", " -------\n", " chart : bokeh.plotting.figure\n", " The visualized time series line chart with motifs.\n", "\n", " Notes\n", " -----\n", " This function creates a separate pane for each motif category, with the baseline time series shown if requested.\n", " Each motif match is visualized as a separate line in the pane, with the distance of the match shown in the legend.\n", " \"\"\"\n", " motifs = []\n", " # For each motif, create pane\n", " panes = []\n", "\n", " # Since motif_indices is an array of shape (3, 4), iterate accordingly\n", " for motif_id in range(motif_indices.shape[0]): # Iterate over each row, i.e., each motif - meaning category\n", "\n", " #show only specific motifs\n", " if show_only is not None and motif_id not in show_only or len(show_only) == 0:\n", " continue\n", "\n", " for match_id in range(motif_indices.shape[1]): # Iterate over each column, i.e., each match\n", " start_idx = motif_indices[motif_id, match_id]\n", " distance = motif_distances[motif_id, match_id]\n", " if distance is not None and distance > max_distance:\n", " continue\n", "\n", "\n", " # Check if the entry is valid (not NaN)\n", " if np.isnan(start_idx):\n", " continue\n", " \n", " # Convert to integer for indexing\n", " start_idx = int(start_idx)\n", " end_idx = start_idx + N\n", "\n", " motifs.append((timeseries_sr.iloc[start_idx:end_idx], f\"Match {match_id}, distance {distance}\"))\n", "\n", " #new pane fore each motif category - to the right scale\n", " if show_baseline:\n", " motifs.insert(0, (timeseries_sr, \"Baseline\"))\n", " if len(motifs) > 0:\n", " pnl = Panel(right=motifs, title=f\"Motif {motif_id}\")\n", " if ohlcv is not None:\n", " pnl.ohlcv = (ohlcv,)\n", " panes.append(pnl)\n", " motifs = []\n", " #chart all panes\n", " if len(panes) > 0:\n", " ch = chart(panes, sync=True, size=size, session=None, precision=4)\n", "\n" ] }, { "cell_type": "code", "execution_count": 131, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "visualize_motifs_on_timeseries_lw(timeseries_sr, motif_distances, motif_indices, N, max_distance=1, show_baseline=True, show_only=[0,1,2,3], ohlcv = None, size=\"l\")\n", "#we can see that those are Overnight Gaps" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#VISUALIZE\n", "visualize_motifs(time_series=timeseries_sr, motif_distances=motif_distances, motif_indices=motif_indices, subsequence_length=N)\n", "visualize_motifs_on_timeseries(timeseries_sr, motif_distances, motif_indices, N)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## VBT BACKTESTING\n", "\n", "Now lets use dataframe with identified motifs to backtest each category with vbtpro.\n", "\n", "Use identified indicies to create entries (end of patter) and exits points (N bars in the future with SL/TP set).\n", "\n", "This is just to roughly identify profitable patterns, dont forget to include as much data/regimes as possibles.\n", "\n", "TBD - LETS try \n", "- 1s hgher res charts or lower res with various parameters and length\n", "- filter crossdays (gaps not needed for intraday strats)\n", "- make sure the source timeseries is not skewed\n", "\n", "- make it vbt indicator\n", "- make infer as v2trading indicator (probably jsut using match for last X datapoints) - and returning True/False - so we can test it on tick by tick\n", "- maybe create frontend \"pattern recognition/evaluation\" section" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "\n", "\n", "entries = pd.Series(False, index=timeseries_sr.index)\n", "exits = pd.Series(False, index=timeseries_sr.index)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "timeseries_sr.info()\n", "\n", "#timeseries_sr = t1data.get('vwap').diff().dropna()\n" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.11" } }, "nbformat": 4, "nbformat_minor": 2 }