{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Small Angle Neutron Scattering" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Small Angle Neutron Scattering (SANS) is a powerful reciprocal space technique that can be used to investigate magnetic structures on mesoscopic length scales. In SANS the atomic structure generally has a minimal impact hence the sample can be approximated by a continuous magnetisation vector field \\[[Mühlbauer 2019](https://journals.aps.org/rmp/abstract/10.1103/RevModPhys.91.015004)\\].\n", "\n", "The differential scattering cross section $d\\Sigma/d\\Omega$ can be used as a function of the scattering vector ${\\bf q}$ to predict the scattering patterns produced. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SANS Reference frame" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In `mag2exp` the experimental SANS reference frame is the same as that defined to be congruent with the sample reference frame. The neutron polarisation direction can then be defined relative to the sample reference frame along with the desired scattering plane.\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are common scattering geometries defined in SANS, namely with a magnetic field applied to the incoming neutron beam in either a perpendicular or and parallel geometry to polarise the neutrons. The `mag2exp` package gives a more general set up with the ability to have the polarisation pointing in any arbitrary direction. We can recreate the standard scattering geometries\n", "\n", "**Perpendicular geometry**: the magnetic field is applied along the $z$ direction while the incoming neutron beam propagates along the $x$ direction. This is the same as `polarisation=(0, 0, 1)` and cutting the scattering plane along `x=0`.\n", "\n", "**Parallel geometry**: both the magnetic field and the incoming neutron beam are along the $z$ direction. This is the same as `polarisation=(0, 0, 1)` and cutting the scattering plane along `z=0`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The micromagnetic simulation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A micromagnetic simulation can be set up using Ubermag to obtain a 3-Dimentional magntic structure with periodic boundary conditions in the $xy$ plane." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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9KF1gIP39xMeslK6hOYXS7TjvbUp33mdyvSWhO+7c3e9ztsgublEUIoukFz6ZT11fFMqldCN1TZTuqVvuoHQMJ1C6+jk0wcb1l26ndOdbiikdAJSEaNzI0j/SGIiaa+jn5K+gx+/Gnf+O+ZxfK4G2/J8u9CNiyKw7RTX5f0/OOLf2zxWpR/wtWF0D3un8yevCTS3wF5VQ+p67zVgiuD3w7jqAYNUv75jhhtaIm02SJASbGmKUir0uE8STy8P6S0XkebjKj4BzK25W0R+EGAj9yFWk8AEfRJ6sp8gJ4H3KPbigD2Gf8+TqJJz8GjW6rCRK8DvDELjf1gUnSSIVMz5x2ZN/l+idOAB4uwIIecInKP3Lni1JUqQv/tx78Ry9cANAeBZ+jjAqVUx9T+/F/5VIkoSwteunC/6M+1Eu8aOF8BYdhRgO9Sj727uNe2POv1xOO+NcVFSE6dOnR34XFxdjyJAhGDNmTORv3rx5AOSO+MYbb2Dy5MmYMGECXnjhBQgCvUrtKeGAgLLNym5L4ET4uvywVTnhbFDiraIg4a1bi9BUJgNiQg2NaH9/Hjy79hL3kyQJzdsbceidffJ1oRBsXy+GY8Vq6tlijAFR9AOJkma0Wti/XI7gMQVV6+isgK3tGAUcE0UBNnctERflHW50vvYJnN+shiRJ8Bw5iOaP3oO/htwlet2tcNnrqfpUVK1Aa/tBQtdWH0J1cRRIKSyBC0vUZNzprUanV3mOJEkIt7TCs2cfJF6uu7uiEC3ff46wUwGouVZtR8er/4PgIyfj6qM+8Bz5DCEcQt2q+eg6slVpB15A1csr0fyFvDPjAm4cW/U6uqr3Ue9X+X0Nwl7SAH35Qj32rCSBS4GmergKDxDvWLrLgW9fqoV43DgwwGe3bMfhRfXE/TiHHc7tWyASnMESHFbl+wU8PL5/sxohP91ne/aT+sZtKC79ktB1ba+Et4aGsB9d1ULpYomnqRKeBmW37Wz04PM5q2CrIQGCHg9ZF1vJHliP7YQQUr6VJEn4+OUOVBaTCwgxFIbzu++BbuPMhwTs+KgCPjtpKDghSBgLURRQUvg5Guu2UfXu2lYOb7UCghN9foRqm+A/dExGZHeLy0mPtXBXBxw7thA6ng/Bbq8mvrPbKeDjtxyErqXCB1szvUBqqKEXM3ZnNTkm+SDsLnqxbd+4Di3z/wsxLJf12UOo2U1/06Za+hkBD4+9yzsidRRFAftL58Pq7DHODx+CY90aMBrFiyaIHIrKvkIgSHtgTqUIkvSr/s5kOW2MsyRJWLx4MW6//XaCBL2srAwzZszAkSNHIn/HE3l/+eWX2Lp1K1auXInVq1fj8OHD+PTTT3/0OQEXhwV370M4EDUhShKq1jdi2Z83oXaLgiAt2WFH/3HxSM+XYzjavFyk3HgdfIVHI4ZGEiXUrKhExaJS+Fq9kEQJrE6HlNtughQOQwySg7kd9A724OJGNBYqg4TV66AfOgCGEUp8295Rjoby9Wiq2gyBlweqKPJo7NiLyqZ1CIbdkXZ0fLES+uEDYJwgH/8w5PdDwtQZsK1bRRgLllWjovAbYnfidDVAkkTExylxxuaaIJZ+2InqYqXcqm9cePHhdti7lHaUJBGOQBMMGtmVKgaDaH31dbS++Q40qSlg1HLcM37oOMQPGQve5+luQxGsyQDWqIf1g0UQvMoiwO8W8PLtVQh2GzBR4NG85VtojHFQG8zyTkEQ0fDBJkhhAboUCyRBhMYQh/wp18HVWk54EA7PL0LpogpozVETFS/B6+Qx8uwEAADv9aBh7mto+eIjGPIKIt4OPixi38ouDJmWELmWYRgUTE1DwdS0yLt0rViKxv+8BFVcPFiNjC/wugXcdnY1asuU/uB3cXC2h7Dxo3qiP4alEOwgj6ZlZYyDXk+6vOOGZuLow9+g4rW1EMN897uIWPt6GUJ+chFnFzsI4+esPor6VfNhSFVAWQl5Fgw4Pw/6ODIUsn9fGBs3KPX2tlajq3AbWnatQNjjiLTDpHMtaI4yVFx7Jzpefg8Sx0W+vdcaQuWWdmx+uxTOFuU7Vzv3oMqxJ+K1YVkV8vLPgcfVCJ6XDbkkSWj+bj+q39kIcz+5vXmHC80PvYiutz6DKiEOjLr7CJIo4auv/HC7xch3cezejsa5b0KXpbxzR/tR7Nr5EuSjSopX6+iBIEaM0xE6e1sQ379XT7TNumVe7NigvIco8igq+xrtnUehUintqFLpUFKzFP4oY+g+tB/+ilJYxk6A4JM3AKYkHXbMq8DG148R3oEVX3mwfpkCBvQ6OPzwfgN2L2mPAAJZVoWM5BHQaMhYsjYzC3FTp0XeRZIkNLbsgtGQ8pvvnkVIv+rvTJbTBhA2b948rFmzBvfccw/mz1diPqWlpRg8eHDMa1asWIE//elPSEuTB+rdd9+Nd955B3fdddcJn6MxsOg/NRX5E5R4oUqrwuibBmPwpfngQwIAecIZNCkBI2Yq5RiGgXniBOgHDgDvko0hwzLof8Ug9L9iEPmc1BSkP/BnCG4PWL0SC85i6BhM3phEhHvsnsxTx0Obr8S58odeAlYV/bk4sKwafTOnoW/mtMjqWQqGkfTHOVDFy0ATppmBJjEJKRddDjEYhBjwA5DBMCqVFua4LIRDXqg18gLEYs7EsMFkzDWnnx73v0zG3C69Ph5X/jGhx5swGJR6TuQXq9fDNG4s1EmJ0PdX4ooMwyDzgusQaG/sbkMW8ZechfhLzpLfIWr3M2yKBeGQCL1RcTvmnX8zceYTAPr+ZTYVMkjIHgJTcg4ELgC1zgRJlGBMMWDAJQVEOVGQcNd/+kGtke+pMplh7NsfxoIB0CZFfX+Wwa2vDKCeM+GGAiT3NUfexdCvP8RgEOZRSqzYHKfC+6sKYIlX3iM5x4Bb/jMMPUXL6JCCTEKn08Whb+5MUpdiQd5Nk6FNtYDVyn3D7wxj2OxMeDqD0PVV4o1JrIIUliQJnM8JY3ofaMwJxD0n3z8Sah3p4j17pg7R3uCcmddBpaHPF4+YaEQ4RE72EiQYJygAtYRsI+74+mzq2sFJM6l2jUvIxchxd4AXuo2zIELkRKTOHBQBS6kT4xF36UyYJo+BJkOJP7Msg3vvi4q3MgxUej10WTkwFijgzaTkgRg27HokJSk6AJh2rhEs26M/pemQPyoOoiCBVcn/NvEsA7gozw7LqpGeOgJx5mziWoZhkJ0+Dmx3v5UkCaYhwxE3biLVFlNu7Q+tUU2cx77+rnjoDUqfNydqcM0TdKw+N20CBJHcZevz86HP60Po+uacfVIhtl75/eS0AYR1dnYiNTUV+/fvx4MPPoh9+2R35B/+8AdotVq0tLRAFEVcdNFFeOSRR6DVajFu3Dh88sknGD16NACgsrISc+bMQWlpacyOF2jrS+mGff0ApYsfRLt6bso/SOnOM8cGhD36p3vp6z+kSSNe+P5qSpczSj6aRBBllGZQ5aQk2s018D06VhzIoNHFc997J0atgQdv/wul4+LoWJxlL737n7Ke1m15eBokSSQMqWYHDXDxXEEDnlrPobvllFE0eAsArk49ROk+HjmU0pW/PxwA2bb9vqB3DhPfOgiRF8GqlXr/0EAbUfNXNNiK5Y+7GPkIQtpS4aTrcndCjDcBrj2LdsMvWzeF0uX/kwYYXnmMBsatmNCX0lXOk4khxDAHVivv7N+d8jVVzimYKN38hrNi1lv7bAKl8+bqIfAhsKwmcsY2fnkhVe6FMhoI9XTDHEpXb5cRxxIvRHbIyf+j63jW83so3eFzZcQ/L3FQM8ppiRVFG6iyj7ROpXQl/x5B6S58nXa5b7ltEqWb9MkRSrd/agKlQ6x4/TDaAANA5Z9opPXyS+lxfcX3D1HAT8TT80T9zU/EfM6vFVtrbMKjk5XkrOafLvT/Uzlt3NppaWkxDWpiYiJmzZqFVatW4fPPP8e+ffvw7rsyW1MgEIA+aldqMBggiiLC4V8OaOkpnMP7swA2p0pOtKoNt9ET8P+FcCHfL3KB9dzh/hLhbacuLsZbHQgcLYMY+HFwFaOi21/wBk+6L8Q6uhRLxNDJ99WegB7g5ACGJ5Ljhvmn5ETvLPICBczqWVY+E3zqxg/v9hPnkX+uRBvmn5KT/dYC//sAlyTu5ICbJ+ojobqWXwTU+znyf+HW7olT6imrVq3Cueeei9GjR+Puu++G1apgS3bv3o1LL70Uo0ePxo033oi6utMHHX7aGOcTybx583DbbbfBaDQiNzcXd999NzZskFe7er0eoZAyYQUCAajVauh0tMutp4hRk4rIcXDv2QsxQIKRJEFE/avL0fEtefxj99eNqNpLsm3t3RFEOKTcMxh0wesj44b2thC4MDkYgnW1CLU0U4OEcwfQ+NVeBJoVRHOwvgGt/3kTviOFAADB7QXXaQdvdYB3KEA2l7eZQlyLogAu5EM4qJRzu0SsWkoeq/C4W8Bx9DGt8n0LUXt0RWTC4kWOYgcrXNmMyu00jacoCuA4PzHZyajS6N8irA2HqXYQvD50vv0R3Jtl1iR3gxM1y8sIJrDjsvN7O5zWH5+wBK8P1vcWwrf7MKHv6iK9IPsXVKFiEwmsav1oDToWbCLqHfLZEXB3EjqBC4IL+SBwQYL5yxu0Ut8lcKwUoSZydyBJEo58W4P63cpCTBIEODZt/NF3AwBnR4jEU3RLUPQpoQ9JghgIgbc6EW5oA29zAgAcVh7bv3cS17msHN66pxJ8DzQ67wuh5N/L4DqqGMqKmlWoqPmeLBfyw9pQSNUn1kIvFJQQ8EeBwngBIbsfnjobRE5eCLR/tBotr5LH+4J+BzwO2mBzQQFVW9si6PqefU6pC60P+zjUbyO/i72rIoL3OH7dkn8XYfO8aqJcY8c+hHlyXImCBD4kINwDCxASAz86LiLXSwKCIRKo5/xhg3w0LPqdOQkel9KGnl374DtwhDLkvNWJ9mc/gGsZyfx3quW3BISdCKcULeXl5Xj66afx5ptvYu/evUhJScETT8heAqvVir/85S/461//iv3792Pq1Kn4y1/+8rtsxmLJaW2cXS4XXn31VXi9Cn1gKBSKGN9+/foRK526ujoUFBRQ9+kpTpeIqhplkLAaDSSOQ+PzL8Cxbl1kN9D+9Q5IHA91nCEywIs3dKBkcxcCbuV6v0/Enu1B+KMmFp3OgmPHvkJnl0I7+cOHzfjPzcdQW6QAOzTpGej68ks0PvM0/OUyctZ1rAWlTy5D4xd74KmUJ2hJFOFYthKmsaOhyeyOR0oSHF+vRssjr8H57VqljTgvSmqXRyZAQeDQVLkJBza8iMYKZYI3GBl0dZKDW6uz4MC+d9HWqrjx+bAfXNiP7AEzIqtwD29FpWcv+Kj4ltcWwq7PalGxTTHQZSXfYfeOF+Cw1xAreD884KFcyzAs/O4OlGyZi4C7I/LOtgXfQpWYANaghyRJsBa1o+iDA9jzzBZ4W5SFRuF2F/atc8LaGj15iugQSLYrdWI8VEnxMM9QYn3BoBM1NWuirpMgChIOflGNmp1y+4shDuo4EzwHqmBdotBJavRxaChciUPLn4a78zitqojawmXYt/JJdDUqLk1noBktDvKsteB0wblKoRMVBQn7PilH2epGOFuURZK38AgC1bRbv0UkeaA1Ohav33AEq94ldwAOoZM4mhIsr0P7K/9D67/eR6hWXoR4nTwObvWg/LBiWMwJamT01aPykNJnQ1Yvyp5bCcEXQqhL+QYJ8X1hNpEsWPbmYrjaSS5vTgqjSyRPKLQ28XjuMRtqK+VJVhIltKwtx647vsbe+xeDYRkwLIP0W2cDGhXEkDIZ6wwJqClaiqqjiyPG01bvwfK/7cfKJw4i4JR1DMOgzLcTwR50pO2dAmx2crGw++3D8LSTi1RR5FF0YD7CIW/kfhOuySXmAlEU4PG3o7JxHcJRi9zqHR3476Ub8e0DZNjCJrRCInaIElp4kjGusX0vdhe9Ry3swo1NcG/YSujeetFFoOv9R4pg/fJbdM5fgHCbMi49G/bAMGIgzDMn4LcU8Vf+/ZjMmzcPCxcujACEY8n333+Pc889F6NGjYJer8djjz2GHTt2wGq1Yv369RgyZAhmzZoFrVaLe++9F52dnSgujn22/P9aThtAWCyxWCzYsGEDJEnCo48+itbWVsybNw/XXScDli6//HJ88sknmDx5MtRqNT788EPMmUPHqnpKQjyLhHhyXRI3fRr8JcegSUkBwzKQBBFJ545E5s0yeIVVycZq+HlpGDH7+AQk754NRgaP/CuBuB/DsMjKmgCWVdxoVz6cB1O8mjBSKqMR6XfeBeui76DNSAcQRPzwbIx650YZABPm0VoHCG43Um6+AZpUGfQiIQxVvAWpD94E/94isHEmYLN8T5M+BSZ9SmQwq1Qa9Bl8PtLzJkAUwgC+ASAzGd10G0lSoNPFITfvLBhNCgkEzwUwYsa90GiVOFeiNhOJWhK0NP22fph+Gxkjy+0zA/kFs6E3kEhjE0OTv2T0mwpPVx00ehnMJvoDSLrxKqgTE7rbtAp9LhiA/EsHUa660TPiMXoGGQNmGJZi72ItJsTPmQ1Go3T9QMAGU5RRYRgGU+4YhCl3DIos1FidBpl3ni+3h8sXoflkVWoMnPYnNBWtgTFBJhbRaI0YNOlmWLOGIzFzCFAje2QMmgSEBXJHJXi9CNc3INzaDm1WBlgVg8l3DsHkOxUiG0kU4Tl0AIKXNCoAkM2S7W1K0OD2N4YgHCSntkyNAkRkGAbGMYNhGNEfnk37YRjWD0ARcvvr8dc3SOCfSs3gxif6wONQDIM20YgRr15L1SUlcSDCHFlHn70ZIY+NiHtqGC1SWRIwlZWrxovvK4AuhmWQe+kwZM4aANuRlggATJMSj5y/XQfBEwCr00TeJ2fALAS8XVB1s/Il97Xg2nengAsKEfAWAAw10zHzzHRyGgx5wgg6Q9DHkR64hOR+aG3cS3hD8kYnwhCvjHGWVWFYPj0HDZyZgT4TkuFoIr9/lob8fgzDIkdDJotISxyCeHMOTAaScIXRaODdfwjm6ZOhMsux9+tuMSE1TcGJJF07B+qkJKK/S6II/bB+SLj+wv+nQWFXX3017rnnHuzfTxPoHJfa2lqMGaNgWhITExEfH4+6ujrU1taiXz+l/VUqFXJzc1FbW4uRI0f+pnU/GTltAGHHZd++fQQgrLq6Gi+88AKKi4uh1+vxhz/8AQ888IDMYS0IePfdd7FkyRJwHIfLLrsMTzzxBFQnIBp4ujgGyCSgoHHD3jC0Zi2KujKpcpkWmiBe/HNs+rtn1snGL3pCerP1AqrcyzkrlWeHJWi1DM7d+iBVLmslHSe76lkayPJxOQ1kCThp1jBGE3tNqmmiwwHqIW5Kp9pFA6GWPfQfSlfD0WxXz/6TZlBqu1iZ+CVBAKNSIXUTzWzW5+7YGWpuTqcBQPt9NJBm/30yZ3c0SE3lpeO4riEJlO7if22ldEaWjhdPNdK727+8RAPtlj8lZy9yOUWEOQmpqXKfvXPO3VRZScNCEMLg+AD0OrntHUNp5ifN9XRIIVFPk3icnUK348bb6b7jfpZmkvJuojNVAYBAdzPkf6aABI+PBcu3dH0mJ9RSuvePzqR0T4xZS+ne+PKq7vuLABgwDINQEt2/Z049RukAoPwNGuhn6OKIOgPAvR8tpnQWln6X/9x5C6UT9PR8ZB1Bj+ln7qIzkj1begmlA4D4hXEIBz1QqbURrm+1n35vKYZv1FREZ59b0/h2zOf8WmlqoefSnyO52W0/WaanzYiWW2+9FbNmzcIf//jHiG7mzJl47rnnsG7dOpjN5oibGwBuuukmXHrppbjhhht+Vb1PhZx2O+dJkyYRjdy/f3989tlnMcuqVCo88sgjeOSRR07Js6PPvgIyGEydYPrFq8ue11Goyehna3uUjUKk/pic6J6c1QVNCm1Eo4V3uKFOJHewQjAAieOgtih6weMHazbEfM6PvdOPPjscgEqtjaTGi0iMex1Pkxn5HeDAsAzFpX3y8n+/W5AkCXzAA4CBxqjwKccnnFxkSaXSEudmj0vPtol+XvS5Vs4dhDaeRu6fajm+uOopv6SPSDyPcH07NHnpPwleOxHw8ET1+aXya3aa0Qh+QK4bH/BBY6a9SCcjWv1vm7TiVMjPIN77TUSv1yPYg2siEAjAaDTCYDCc8N9OBzmtY86/tUQjTSVRQuM2ZaUfaOhC+f3z4TlcS5Txt7kohKoj0IxOLwkKAQCfVyTAGcVz96HzEL1qPVbEEWclAcC9bhcFjpIkEZ31BxAOyMAQnzOM/91/BEEfCTLhnV7UP/xfONcd6K63CInnIYY5iMEQJFEE12FD27/fRbBciU2GbVY0vvkK3AcUBjRJENH4zOdwbyui6u2pKUG4R8q6nhLwiSg9RO/AWsu3oHjDO0QyDcEXgHcbeWQt5HWgeNlLcLUqccvG9VVYe+3X8HcoLlSnjQaIRd4hyjnU2nEIXfYyqowoieCEYHd5MZKO8mQk7OexeX4t8ZyNq7xorlc8AgzDoGbtfNRvIXdHNpsInie//fF6REsw5IwJomrY+R2a9i4naDitW0oh+OVdvSRKOPbaZhz+F3mUr73SA7+LjGH6g3a02+h4mySIcB2pj7jyOY8TYaeNAs4IwQBcheTuJRYjXuehVnA+0usgChIai0nAkxji0PrkPDi+UbxEXEiENQZLF+e0w1tJ0uXyLhc6PvoEXKfMuOXr8EEIk99VFDh4rDRCVxR5lJUtotKx9pS9mzwo3k+W8futPdjOeNSUrkRLvQIsFQI+1H31Hmx7aZCf18nD71HqGWqxwV8WG6Hek67T3lUZE9Dk87QT5QSRR2eg9jcHP/2WMeeTkZ64JLvdDpfLhX79+qGgoID4N0EQ0NjYiP796QQuv4ecccY57Oex7rVjeGniDyheraAxiz49iq5jCsetJtGE+EkD0blUmWwYloH9aCs2XvYRCp9dG+nsKkaDTg/pKnQ5Bbz3ogOF++WJRAgL8La4sf/5LWjbTYKUdu8KQd1jExgoqoR/r2IQA14rynZ+gtpDi+HqlBcCGi0Lc7IOxetJd6Zz/UFo89JhGNYXACB6fLB9/B2a730S7c/Kx9BEfxC6gX1hX7AiwnamiU9A3ITJcB/aH0GBclYXdH3S0blwA7guZfIMdrag+YcvoDEru/PGeh7P/NtN0Ca2NYbx7TwbakrJCTXsdyGj/zSoNLI/VOJ4dL37eaQux8VWcwDm1L4wJiqJIjQmLdIn5cCYrrh2n/1TLb58sx2hgPxsvyOEuRetw+e3boejSQbmSJIIQeTQ1LqbQJq3OopxqOZLMMeHgyThyPJncXDJv9FRtTvyne1NPnx25x68PmsDgh7ZsIUDAr755zHUHXYSwCBHl4BQkJz44nKHwpJNxhOLizgcOkgaSae3CXvLP4LTq/QTXghh37EP4XDXR3QBRxt81kaY0voA3TtHT1krGj7cArVJdnUyLIO8K0bA3+omDOL2/9Xjv9fvRclmBWnu8bWhsW0Puhzl3c0goW3xPhT+8QMEm+yRuK/KYEb7pqWonPs0rPsVKkzb9nUI28nFWpFtHVp95YQRYNUsNt21HO56Z0QX8gtY9kIFcYoCggjWbET85UqcWKNj8b9/VKKxVFmYuY8dQf1Hr0ObrGQvC1RXo+3NdxBubkKwVp6AD809hC9nfYkj84+A70b7syoNuuoPoWzbR/A5lYVzQ8M2cFwA4bASztq50o7HLi1FXUkUYC5OheJ9JHBMEELYt+9tdHTI45dhVDDHZ6OrvSjSDqxWh7iBI+AqOxJhygOAzuYQXru3FnqTMjVrM5PQ+v4qtM5bE8lF7Xe3o2jLe9iz9O+R+QAAHNYKNNVujfx22mpwZMe7sHeUEd4FN9cFP+/6zWPOAphf9fdr5dJLL8X69etx8OBBhEIhvPnmm5gxYwYSExMxe/ZsHDt2DOvXr0c4HMYHH3yAjIwMDB1KcyT8HnLaubV/a9Ea1bjg8eEYcm4mUvtb0AEg5A6hdV8L8qPS06njjMh76BJ4ihrAu/1Atwcp58IhUGnVCFq9YLozLMXp0zEwdSbxnPgEFf7xMslCNvWl82WuaRcZ57z1Dtp1Lnr9cK/bBePE4QA0MJhTMPSsu7qTCAgAtkBrVOO654ehq16ZHCRJgi4nFclXzwCjYhFwAqp4C1LuuRH+yaPBt3WBYVno8rOR9tDN4Fo7wXfYoclOA6NWI3n2RTANHoqwtRO69Exo0xOR9eAVEDwBhDsc0KTGQ5JEdO3fDFarBRvF15vbR4VnXiBddAVD9Hh2fi61Qk/KGYGknOGR34Gj5QiV1yH+YjKrkzE5F5kjj7N/yfEnY7oZw/5MMiv9Z2l/aLTK5GNI0GLqnQMx7JI8aLpjfgzDIjdzMjJTR8vkGN00hxZ9GvpnnA11t9uYYVXIHXUx4jMGQWdS4uZJuSbc/MEkVGxph96iARAGq2Jwy1ujqO932fUWykOf0Hc4wJLr4Znn6Ki2SY0fAFEMw6hXAEBmYzqyUsdAp1VcmUI4gGFX/i2SNlASJbQtOQBNEknMET8wDZPevQrBTg80+XKfvOLJIdAayeGfnjwM6cnDIoAnhmGgTbbANDATaZcpoBpWrUbOnFvRvPx/0KfLwC7O5YC7+DDMg4cT9xyVTIOOkkekg1WxcFZaEdc3Qb4+KMAQr4GjNYjkHNn9LgkiUu64HOoE0n079vxkeJ1yHUUuDE/JYejSs6BNVkCM2uxs5Dz97wj5CXAMQ/8wFGPvGQtzJhmvzxl2Pip2/g8anayXJAmZmeOQn09meZp+eRKyCvTIG6SEB4ZPMCInnww3WCzZyMwcD70+IdKO6dnjEJeYD57zQ6M1gVGpkTLpXMQPGYuwwwq1qRsEKUiYfFECwU7GsAySLpsI+/f7IYU5wKiDMS4DI86+D+11+2BJUeYtkyUDto5S8FwQao0eOn08jHEZyOlHsrJZNClI1P26ePDpKk899RQA4LnnnsOQIUPw/PPP41//+he6urowfvx4vPzyywCA1NRUzJ07Fy+99BL+/ve/Y8iQIXjvvfdOG5DcaQcI+y3lvGkvULq26Upyd0ngwao1+NedNFvSu0//gfgtSRISD9EE9QBQfwPd6fsupjPPMG76PLEUJ9fHG7JBqzJAqzZi7Nd0KsBd/5hM6S5+fTOl++HvsyjdeS/viFnv3efQaQy9Z9EuHq2ThygKCAadMBrlyd6TR4PJZjy8l9ItLRlN6UbkyTuWQKcXrFYFXYIBYxJoN95nB2XQUs84t6mKjsUOv4xus0M7B1G6tIO088x+He3KzL+PJn8Rc+i0hp2T6fjhuFvlHdTxocYwDBzh2PHf5nl0e7sLaAeXOoa3VW+Tsz/xQS80RrkeDz1Bp/z84g80OPGbVZ9QunsbLgYgx/jVBjnme/QHBUUu8jzYbpcPFyeBs9vAsCqoExIAAC9fRSbqAID3H5BPWghCOBJDr7+GngyHvGqlvjP7Me3O9ryRC0kSEQ66oTPIz+WMdHu99NJHlA4A/v6MDMATBT5Cj9s5kz4ze9Xow5Su9A6aVthbIBvZ6Lrf8uL3VLn/rKZT0CYV0e3AdM/OIs9BkoSIp4mLERZ1zwhQWJV+NxdT7WjZRgM1l077gL7hKZCKptipUU9WBuXSYcAzRc44t/aJRAwFwap/mj0oeoL90XICD87t/MX1MeuSoVWfWmBCz/SAv0ZYVhUxzKdKDGlm6BJIoxVr7cgwDMTgyaeX7Cm8y0XE8xVvxKkTIRykMogBsUGCVBz0V9SFYdmIYT5Vctww9xS2RyxGk5QcMcw/JbHAbT3lRGNMCHI9yrERw/xLheStl8M+PeXn7mN+6b5H4Oi+zao1EcP8YxILRPp77gR/b7f2/8tyxhpnf0Bhawp0NKN24ZvgPM4fvUbgQqjbvwh86MdBIiIXRvOXH6H1u8+of+OEQEyQTCyh0jFWumKW48L+CDECABxd3YYlTx0j4ncCH8aRne/D65IJJ0QxNhMRILMWRUs46KbBPwJ9jAgAHA00cEySJDTs7aDuwVudCLeSHgX7sXb42+TjW3xYwPfPHO1ORhJ1P1GE9cOv4d1+gNAH2puJBZG73hnzHTu/+gIdC/4XocNsKduEjhp6ly/4g/CX1hM6D2+DIClGVxDCqGxeD1+QZIzzNFag/IuXELApR0H2vXkAGx5VGMY4Xxhb71qKqq8KI2W4oA+Vmz4CF1DikJzTDseBXQQblBAKoH3LCiJtI1H3cCCyOGirDcDZGSPlYNgZ89pYwod4iDy5oPHVVkDqsQCRBIHKxNZTWhp2o/gAvVMXnG6Em5T2CvIeCCJ5/+oF+7Hj1q8IHRf2IeClgYmSJCHopYFrPUUUeLhaFE+L/0gJOt/6FGKYXATUbW/D0nu3wWcj388fchC/m8s3oXDD69RzFvyjAh11J547JFFAy+E1aN6/Isa/ifDbFIxM2OOAECbrwdtcMRcVJxJviwt8kPYSnErpNc6/XM444yyIHGobN2Fv4ftweWTXqeDzgNVo0blDYYkSeAl/nV2EL19pRMArT4pBrxXujmqUb/0IfFiZFJtchSjt3BBhy2I1WiRMmoGQtYPYkQkih2OtP0Qy0wAyLV+t+yDqPQqTlDdkxZGmJXAGSPrIo8sacGSxgi7kwj5UFi/G3s3Pw2UnUeWmJC0Rt3Lb68AwLLR6GcDl6QzilWnr8c3DB+GISt0nSRJq/IeIBUTI78SRjW+goWRNJB4ZCrlx6NAHqK1dT+z0Wo+uh8+muKTt9R4sumsblty7He5W+TmB0lq0/PM9ND/8WgT05mt1Yd/fVmHXfUvQvlN+R3dHEI5mHw5+V0+0g3vNdoQq6sB1WCGJIoSAD21rF6N97SKoLQpAzd/uwfqbF6N2RVkEYc87HAg1N8M0chRYrQ4iz4EP+dFaviXyTSVJgntnMeoffh8qI7lbaQ1WgImaNFQqbbeRIw2Ap7kSxow+0MUrcWNDkh6pQ1MUMg6TFumTcsEHlAky7LND4EKo37c4YlR8NeXoXLMEdXNfgadCPq/ra6qB7dA21Hz2GryN8tlqSRTRVb4bRd8+i6NfPw1JkO+7f60db99Xic5GcuKubt1CGZYDh8KorVMMYuV3x7D2j0tQ8vGhCN+4v6kOjZ+/D29NORiVGpIkwbZ6FRpefgEtc98jjPPeNQ68eHs16suUPmayZETIQgCA67DCtmAx2l/6L9TJCUpbu0tR0rkWnKDsJDPO7g/eGyIMrlpjRPmhL2FvlylYJUlEa9kWFK15DV5rg5Lyk5Pw1Vw7Xnm0TaEyFUXU7foaYb+z+1oJgtUJ3uqAc5EyHwAyh7YhUQdTstInPIFONFvJEwZxqf2g0ZmJHaskSWg45kF8qvzewdo61D/xLzQ8+RRcW7Z2e3IYqPUmOBqKIoszURTQWbEbx5a/Ci6oLMBVWj2ql72P2h8+hq9dHi+sQYe2Fz5F67/nwbtLYaJzSlZ4JWfkt6O8C3v/uQ7lnx6CWn/yXOO98n8rZxwgTMVqUJB3LvrmzpSPJgEwFwyBKX8Q3BVF4ANyHFilZvDgO/3QZ4gxMshMidkYffk/wQU84MPKZBOny0C6eRDUrDLhWAYNh3TJNeActghQJch5YNKSLD8so0K+ZRx4SdnZaFVGZMQNQaKRzOiSMyYZR5fVY+hFsl6jNWHA8KuRkz8DrEoLQN49ZAyyoN/kHi5nhsXIKX+OEBZY0vSY89xIDDo7HSpN9BpNwmDTVGIBYUnKQ/bAs+F3d3Sf0+RhNKagf/9L4HBUg406q8yqtWg5shYDZslkI0l9Lbh2/tng/Lyc5ckJGIYWIPPpuxE4Ug51qhz/MmXFY+IrlyBo83UbUieSck3448dT0XrMGbm/GAxBk5WK7Lf/HTn7GrZ3wFW0H1lzbiYmxIzJuWjcWAOREyLp90KtLci6/wHosrK666tB3zGXI3PQDIR8dqi12ZCCYbg3H4a+byZ0fcmMYAXGcWAZ0nU4MPt8yk2rT8pAyohpBEI2ZVgKkvqR8b5BfxqHls0KBacpORfDLn4YXmsjuIAHWmMcTP0GI//+f0BlsoDVyYbBnD8Ygx98Sd5Nd/MxMyyL1MFTEZc9CI76o2C70zrOuS8bl9+bBS5ELiCM+mQ4fU0w6pQ6TRinJTwuhhQjMiZkY+R9E8EwDCRJQqCxBmFbF3KuuR2A7DbVpKZBl52NtD/cCDaK237yRYlQaRik5yq6+G5g1HFh1Cr4Dx1D0k1zwBqVsEZBkpzhKdoQm/smYciDMyCGeKj0CkNYYupAdDYfRkLqQDCMFgzDIj5jIFL6jo1cq9YwuOHeRNRVhBUa2o4aOBqOIn3w9Mi9LLOnwXzOZASKyyF4fFBZZByIMVGHsx8fTbSh299GJTmxJPVBWl+SFlPgJNz2n8HQm+WymvQ06PsVIPGiC6HLlkF1DMsgfegMJOQOQ9DVCY3BApZVIexzwpSSi/hsJcat0hnQ5/xbUL/2f1Ab5Dg3a9Qj/bGb0f7KArAWJSSWwJBzjkqvhrfRibPeo+Pep1pE6cze/f4aOeOM83FhGRUQNckyDIv4waOJMn2H0unoAEBjsECeFuQjTPF6OqUjAMSNGEecLTTpkjAwfSZVjmEYaBhl8tKqjciMp+H8A8/JxJDz6TyxRjMJTMoYQJMTJKaS+WpZlsHQ82jgGsOwMZ1J6X0mULHQ+Pg8xMWRdI8FZ90Etd4chZLtRv2ayBU6q9PCNPk4RZ4M+mBYBobU40haZ+Ta7BGK8WD1OhjHkKxOhuw+KLjzcWgS6Rj42EenETFT49BhMWNwOmMCdMYE+RkGHbL/fQv4LjqMoGFp4JtBl0DpUkZMp56TNSGT0qm0KuReQH4bADCnKLSjmoQk6t9ZlRpQ9Ry+shHTWZKRMYIEAjIMA62efHZB+lkx2yLa45J9dl/knJMfKccwDJKmngvL0DFQGZXxYR49BpZx44nvflwmnJdA1SU5TfmG6uREZD75IFQpNFDpePloyT5/MOWqzhl4DtRqeeEiAMgYOP2EeIWCwco3jMscgFHXPAVWTX5XRq2i+ln22FT0lOzkUZSOYRik5o0jdGoti9woVjeVyYT022+L2V46SzJ0FqUvZ4+5CEKYDl/oE9Mx4KqHoNIpCxp1Uhwyn7oDKvOJ8SpxfRMx86OroDb+9rvmM901/WvkjEJrn3X5a5TOOUCZ4EQuBFajw9/u+ZYq99r7Mlo7GqGaUhw7vuPKpydwKQZJ0V8eW0LpJujpvMh/m3IlfT+eBg11XUYjfRNq6DqqD8amwXzh2BZKZ4uR0/fl+/9E6XKfoe9Z9S69wHj2eTrW+MJjt1G6lL/SxBBP5a6idADwkfVsSndFIp3jeZdvIKX7as0MiBwHVqNMVA9fTj/nh44RFOo11q5AdTv9oQMDaVR33VWxI0rGBrlvRT/Ln89BDHNgGCbCkfzsjGXUtc/9cA1Vx4Ef0qcEcr9QELDHyydo6Mk/1vv11ccmnVl9AW2kwn1pY4ZnrJAEMXJmGgDUj9B97M7FqyndSxUXyvUKcmC7d83ZcTS9bKaBXlTt+1w+CiaEQ1BplfGZtZZG4V/3/U5KN/cVOve6fbY8tqLzYqcm0fVJ+DttBJsvpBdc/7iDnne+vPwcSgcAndPpti24jR6DFjUNLqv/F31qYcuGf8R8zq+VA419f9X1E/LqT0k9/l+UMy7mfFzcjgZwYeUok8jzqP32fXjqyQw60UAakedQv+JD+DvoYz6hkAcejzLpBZ0dMdG6AMD5SZ7uDQtaUX+MTBjQ0sQjECCBYycCkkXvziVRRNBFT8iAnH2Jvvbk1maHdngRDpHP97rJYw72cisBGvoxkSQJQX90vQWEAmT9Ap1eVH1FJ6oXenACcgEeIW9sgFprQxhcWClvqyfbWRJFdH71OXzHSCCb300DZSRexM5bPkftFyQQTZIktG0shxCOAoqJsYE2DltNJG4vBgLgnbQhkSQJntJC5V5uDzpemQv/YZIfuv6YN4KHAGQjYf32O/BOJ3VPX9hOpTG0VTlw+MOjVNlYwgV4oq+4rWFsXdhE6HwczWIWCDrIdJpBDsVPfY9gB23ERJEHxyuLBEmS4HXRY6j6n1+iae7amLmke/a/oFMxTo7yQ6hc8CKE4I8DOiVJwsF1Nkov8hw8bTQToHXeEni2k/3UX9+Frg0/nd3IW18JIaQsoF1WDjuXkeOXF8NocRZRY1WSJPitCkjMWWlF00a6fpIkwVZBv09ry36Ew3QylVMposT8qr8zWc444yyKPOrL1qJo51x0NitnF10Vh8F5nBACSmftbAxi09fKWeaQoxNCKIj2nSvJScnXgcOHP0B9fdQ5Y4ZF+Yo34WqWUaBCOID2wxtQvvQNeNtJov/S3S6oe3Brf73AB58nKue0JOCw/Qd4OHLn4gi3wcMrA49hWXSV7kT91q8Qcitlu7pK0dhEnm/mJQ4tPJmoYcEHbnzynovITQ0A38y1oau1B3K2bCXh6t738i6svHYxqldURCZOn70ZZRvnomLLx/A7FGO+9BM7Opqj6C1ZFRpL16GhdB0EXp5QW7fXouyjfaj4jATcPPOYHetXKfmhXQ1ufH7+Yqz/23Y46xVj53bweOmBZlSXdNNyihI+v30nvrhzF9pKnXIbOB3gXS50LV0Cwassmpa9Wo03rz+Eqv0KYIrVqMBqVYgfrCR/CHZ5Ufiv73HsxXWw7pZ3+yHBjz2tX8MWUBi+JElEffVGFB38GB2t8kTO6PVwfLsSne98DN/+I5HjXd6qEngqlYld4niwRj282/dF3U/Chs/b8ckTNZEYcbi5Cd4DB9H63vsId3YSZSu7tqHLV03o9rx+AF1lNoQ88sLG1eLDisf2YNnDu+DpkA1Y08Eu/PD3vSj8jkz5WbzZioo9DgR9QuR+jd5CWIMk+53P14HaeoWiMtDmQqDViaq524hyTl8L9lR+jGZ7YUTHMAw+fropkq410uYtNsSN7xfBEXTuqcfu+xZj/SUfw9csI/SbdrVg7YOb0LJfQX8b0nIAhiEW15IkocFxGKUd6yOLX7eVw4r3GnFoPWnQnI3H4GomqV/9RyrgO1gKrqk9gqa376xA6SNfoGXBDoicrCtvWY+SplUIclEofI8Trau+BKtV8Aq2thBWf9JGzC8so0KD4xDR/iG3FTVrP0LAroypuu/LceC5zWhcR+6gixcUo6OQZBHs7ChCbdUauF3k9+qV00fOuJizJIrI7DsZWfnTwKo08KIboRnwY8Ctf4faYAYgT2J1x3ywtigrb0NqNvrf8Ajc1UUI2TsAJAAAWFaD8eMfgEajxH708akwJGej7cg6mNPzodIb4G2vQVzuECQWkC7AC27LQs5A0rX3p7vMSIlK/cYyKoxPvox6HxEC9CzJeJQxejZKl7wKY2ou0vUTwPMhNDbtRG4OmXlIzWiQqSazN119sxkmM0NMBIIg4cEXMpAdxYTEcX54XM1w2qqRlDoIkiRh3COTYEg1wpRujkycpqQc5E+8FnX7F0OlldsnHBJRVxbCJTeSMcbsATNRvP0DpGSPAAD0u2Yk+lw6BK6KLoQ9ynd4/i0ytmzKMOK8V2Yga2wakbxEEIC3FudD073wkUQJN8ybgrgMQzfDl3w2N/uBhxFqbESwvg6m4XIcfNatebCkaGBOJIFeGbMGImmcEmdnVAwG/eVsDPrL2VCbtMBCQKcyYnrOH4nrRIFHRvZ45PSdDpVKi3p0x15vvhptL74DrqUdzMQxkCQR1u1riQlbnZyItL/eBc+mXeCtdqhTksAwDO56tT9cXWEEPAJM8WroCwrQ5+UXwXV2QXA4IaXKrk9B4jA0fTZ0aqWfeNt8GH/vaGSMPu5yDyA+24Rz/z4aO/9bAn2c/HxJEMGHBIy7mQwJpPYx4K7/jojEpxmGwZDEmQjy5E7MZExDedUyZGWOh0GfCHN+CiZ+8kdYd9Ug2OGGPl0+kx1nzMSUQX+mIpThkIiW2iByB8h9R/CHkH7tVMRPVOL0aVP6wpSXiMYVx2BIt4Bh/HC3eKDWq1Ewu0+knD4pHQVX3w9fqxIyYRgGeQmj0emriYAg41O1eHblaDRX9PA0VB8gziBLogi+y4Hctx+FOkk+JSByArTJZgyfexs0iUawGnkMJ5n7IsGUDa36OOmRiPYNSyEKPAEaLBhhxv1vD4DfLX9TQB77wzMvVp4rSegs2oagsxOJ/RTA25hHp2PYnyfAVWODEBag0qrgbnKjaEERzn7+7KjrRWi1Zkyd8S8KzHaqpTfm/MvljDPOcoo1csJlGAYp42dSZSddnIxJFyf3KMsifsBo+UervCMzGOj4EQBkjbsIWmM8GFYFCUCfc26OmUFo8GQ6e1Rq+sll0knW5lA6jcGMwXMegdacCNSGoFbrMHbMnTHJLVQ9kMdmC+1MUakY5PbT9dBpMXnmE1B3U2AyDIO00bGBcfq4VAya9ecIqlurY/HYGzRzkDEuHWNnPw6NzgRAnkDVeg2SR/04y5AhQY++M+h2SEwhuzerZpE+kG5rhmGg79OH0GUOiA0G7HvdGGLhokuKXa6nxOp3AMCajEh78A6o07tjiKKIjIuvI/iWAdkjEjf7LMq1efxoTuR+Wi10OSRoUM1qiZMEAGDJMsOSRaedNKcacOEz4+WqSEDepHRkjUkhciIDwMBJscFbejV5T70+AVMnPk4YAYZlkNqDeY49QVapx+cWkCxhWjXSrqbZ8UzZ8Rhy37TI72HXDcaAS/pRYDJdYhq08SR6mWFYpJtpwGTeEPLb5k6cQxhnhmURdz5ZF1ajgnkI2f4AkBZPLm4YhkXGeVch0EbvXLP70+xxcXoy33jO1CuR5plJkadoLTqkjlbGS1xuHK5dTubeZhgWCYkF1DN+CxFi5azslZOSM8o4N82mO8oj5/1A6Z7/RgZ/HT+mwqjVMHXHLaNzAbc/GJulyrJYnghV6ngwHAtAQuKR4y4yJb70tvEa+Z6iEEmdOP0WGsj00I5NlO6tq2iAinVStNs5DoAA/yU9Y58c+v6DBigBwJ2vP0zpVD3c2wCgt4gAVAB0OP7EVC0duzrYP7q95f9/5NO7qHJZNiXOqIMW8HLwP0LXsfLr2PVWM/Si42/vyM+RRDGCiHUPkMuJoTBYnfyN3r56AXXtPz++ldL1+aIeAKCCspi5ftMBqtzaL4dTOvE+2oD3KYgCYBUAgBxn9BzOhEGXC+gA2LrPZpvUFNDr7UqS9xkA4qoYIq8xAJy/jO5PKx+ir627PupMLseB0WigMStx/OO0kHGbYi9G5m5/l9I9+iidx9qxIZd6F+1Uuo99NIjOx500g352xX00a1b9PtrwpFTExiS0zaYXlB/WnUXpUjdEAzXl/0/dTi+2Av1TKB3bSWNUfLnxACxQDRsGH+R+WejLo8p1TY0BqgOQ0BgGEAc4lPd6J48mL5nz1OOUThcnu+9/abrXnyPimRc5PWVyRracJEkIlCnAL4EXyWw43cI57ah/+yV4iuUYochzaNz8NUJu+4/fXxTQUbETLUfXnVR9Gr7/FM3rv47ErFzNHmx+dg9cTZ6fuFJ5n0idO7rg+n4DVUYMhuEvI5HgId5HxMBOdO+Ows3ggyQPOBf0nhBMFoxK7CGEggh2nHp+XCEqzaIkSegooQEvANCxdy2cFTK2QPD5Yf38GzhXrf3Fz+0JyuPDIrZ+0070H1+rG46K2KjmnqCskxHe60HXyiUQw6SBCTZ0RbIUHZf2fWvhbiil7lG+w4q2SnIBJYoCHDYSQBSqbpDZsULKs3inB60vLQTvPLn+GC09mbt4nwedW74n2M4AIOSO/f1iSVv7Ebg9LZRe4oVI3J73e2Km2Gyu34mWxj0n9ZxAo5Xo45JEs+rFGgPtLYfAc/QpiZ738h0+SqWF7ShzoGpTc89LAYBiJpQkEaEQDayLJZIkRQCqXMiHuqKVsLf+NGDt10ovQ9gvlzPSOHu2bEOwUgFC2VuCePHC3Vj3QR2CXmX3ydmsEMMhaNPl88AhlxWelmq07F4eKeM7Vo/aB+ei8bkv4Nouk8yDYcGFfLDWHSQGZL1tP461/gBviJywOK8TupTMSFJ4fZwWLfvbwfmVXS/PSVj1hR1P3q64wUSRR5PtEFqiQDSuVZvg+n4jnCvWE8/2lzbAs4McjO3eCjS7FbSur7UWNUv/i9qVH8JVI6OXQ24rWg+uQc2a+cRZS1HgULptHrx2ZVfgdwSx+ok9cDYrhlyl06N9xdfw1x1nsRLQvnYJGr+ah7bvvwbvlw0GzwdRU7cexaVfweOVjbkoiWjs2Ivi2qXwBhSAU9l+D374VAG42KqcWHLrBux88zAELioPrtMK6+Et8NSXyUfgtFpIoojAMdJ4rf3Shk9fbEVns2yQeJ8Hjd99hIavP0DXjrURikof58Bh60pwomIQ/R4e6z5thaNdMWZlC45gy70r0bKtnnhOh7MMu8vnIRByAgDCDh+q3t6A4r99h7pPtsvPDgXQvHMpalbPR/Ou5TIit7wU7v170P7N54RRk0QRdc9/B7GbgpHze+BtqULb7u+pkwIbP6xH5R5b1LUCyo99h5KiLwhD4l6zDbzNBS6KRtOxdBvCjR0I18vHjkIuK+o2LkT1mvmwliqGbv/OABbOdRH5qd1dtWgsXRfpi+7yItj3bUXL918Shsnf0YC61Z8g5CSRyu0S7fZtatoJt7ub3c/jh33ZdrS8uACO5TsiXhKR41D75duwHtwaIRYCAK+nNYKWlyQJ1qIdaFi7AI0bvowsQCVRQuu3e9G+nARh+QUXbCFyF+wOd6DJfVShZOX8aKzdjJoKOtlFS0ChCOWaW2H935do/8+7CFbWROpTub4JW19XKGslSYKntQq1mz6Do7aQuF9t9VqEepzAOHQ4jKXLlHHqbq1Cw+7FqNv6eUSn1hoQ8HQh4Il9qqNXTg8544xzoKISjpWroYoi6DclanDNk4Mx/YacCIMPAPBuJzJvuA26NNn1ZUjOxNAb/4m4vCEI2OWJSpOWAJXFiOQrpiF+xgj5LCrDIGfkBcgadi5CXmVCTDX3Q7+UaTDrSNeXMTMfKaOVVIm6OB1mPTsVAqdMXmoNg9nXJOBPj6ZFJgJB4tHpqkBGgkKWkHzrtch4+hGoU5PBdyqLAH9hNTz7yiAJyj37JIxFqklxH6qNFghcEGnjzkV8PxkYpY9Pxcg/Po/MCRfB16VMTDpTIvSWVNQeXgqBlw3Toc8q4OsMIGMYGYPXZ+WiZdFnCNs6wbAqCD4P1JZ4pF9wFdRGOUapVuuRl3sWDPok6LQySIhlWOSkjkecMRPa7lgmz0lYu7ATI6cryR3iss24YdHFGHB+HwQciuH0NlUi/+r7kXvBTWDVajAaNVJuuR7GMSPBWRXvR+4AHS68KRlpObKbktXqwHtcsAwYhpTp54PpjuuZNIkYm3Ip8W5xyVo88vFQBDyKMRz14BScO/8KsFoWfPC4IRBhMaRjyqC7I2kftYkm5N95Foz5qZH8y2qdAVmTLoUuPhWSyINhGMSNn4S+f38allFjEGysV75BTgr85c1o/WQDJEmCxmhB/6seQMaki+BrVVjHwgEBZ9+ah7P/pMTVg0EnsvOmYuqMf0F9PNNRpw2a3AxkPv8IdP3lsrzTA5XZiLx3H4ZxtByX1cWnIHuyzC4VnSxm/FQ9svLUUEXBGOJS8tFcthGOdtkwJY2bhv73P4m4gSMQjIq3JvQbjZDbhqZti4iFRQpIvAHPB9Gnz0zkZMuxXtZsgHdXMdRJ8Ui8WgE9aeOTkDRqKjq2fY+wQzFCcfF5yM6bAkCO3fIBH/iAB9kzroJaL7vNbVtK0fy/bUiZRZ7TlyQBfp48+hanTYcj0BKh7tVojJgw/VEkpw1DOER6GgKCwlHPmoxI+dONSJhzERidFpIggGEYnPXQSFz2+hR0VXU/RxLRcWwb+JAfKYOV+LbH3Yqmhp3Q6kgMxbixWlx1pRKzDnlscLdUIHfylZH4NMOwGDjhxghb4G8pgsT+qr8zWc6omDMA6AcOQPL110CTrgAsjHEaDDmLZpeyjBgToUs8Lqxag5Sh8uAOwQ1NSjzyXvhTzNhN2sCpxO7ApIudxSlj2qUUU1D2+HSIAuny0ulZ9B+m1Eej0mNs/g3EsxmVCtrsDGizj8fS5FW0adxA6PpmQAySrtF4vcISpo1PQf9rHqJAJiqtHnE5NHFBzpDzoNaZoFLJE/T0h0bC76Dj8HEjxsEybIxMYyoAGRddS7BLRd5HbUD/AploAt0Gn2XV6JMxJVJGrWHw0DsFBEBJa9JQDGQAkDxiKqVjWBaJl19MJDUYNpEEMbEaLfrc/ABUOjqeyTJqsAzZPml5ZDmNSYv4fkmI76csUhiGhVFHAwfVZj363XsOsWhiNVrkTLsCIq/UUR0XB8uoscS1rEaF3Icug3lEnygGLxYJ/cjTAFqDCiPOI+P1BmMyDD2yiqlTEpFwxfmEThVvRtJ1dNpRrTkB/S68k0h8wbIMzruU/K56cwpGzLwf5iRlYaCJS4RmKAkoY1gWebNugC4hleh/6h5trVbrkZ42QrmOYZD5+A1Qp8RTYzBh+CToU7NgyMgD7HJ/ysydSKCjU0efjbRx5xKLjORzhkJt0cM8jAQZmjXJMGt6AkQZjEi7iByDDIuUNJqAZ4BlkvIeSYlQJ8UG1UUvbhlWhYJzbwXndxH1tsRlYfK0x6HV0qC+aEkdNBnx2YOgMZCsgWqtARkFU05w1akT8Qx3Tf8aOaMYws6f8Ayla32SzLTDMAyyYrAOOT6jwRrX/G19zOdsvYA2ZJ3n96F0KYuPUbr2L7KJugCAblECVS7phwpKd94Oml1secso6n6Gi2KfbXTePJHSJZbQbTHp00JKt+ee8ZRO5aENddfkRKo+XrppkXaIBnkN+VfsGFnVv4dRus57aMarnJdiTBT/cVCqDg9Nf5owl54EXfcrO6Pj79M3gcYjtM+lwU2GztgkJX//aCGlM7F0Oz7+z/vocnfRcdi6dhqgdPeo7ZRu3V9oljXHozTIzzKPRrsDQMPVEgUwGjSXjrsyFXQfZVPoRYtkoHd1XCq9oGubQiObZ15Ng+DW7JAZwqIBggCQs5mOSzMCPSXmPUWPt4OrafBf36/bKN2IRTTb3cPJNAvZHWNoruvPCmn3OAA81nwRpev8Sy6lazlH/l7R3+asP9C5qeeN+5zSnQpZXUe30c+Ri/PpOfJMkTPSb+ANdMLurqf0nV9sQaCGHFzeOsU1LEki2oo2EhmpACDs52MCynrKiZi7Yknj68vQMn9dZEcV9NhQu+tr+O3kBHyitRUfjlp0CCJq3lkPf+PJgW78DnqCOZFEu95/jrQfXoemXUtj5q4VOdJw2VqLibhozxSSkboIYcqVGEt4gX6mt+HHQX7HRZIkcGESmMM5vGh+fzWEHl6J5g2VEELdIJygFx3VJBBJFHm0tx2Gw0GS0pxIevYxSRRQueMzeLrIyd9b2wPT0OWg0h8CgM8ZG8Hcs0/5a0iKS1Hg0FC5EcGAsrDhWjrg+GIlBXACTsyW9lPPFSUBTn8zkTYyGHTFBIMdv77nPcJe5dmB8go41/40SPOEYyrAYf9ruyOhCt7jRtjWSZUTJSHi5o7U2x3+xfmdf6yezdsbI/cVRYF6Bud2oOG7ebDt30zoSxZVoPjrcvTK6StnpHF2eBrQ4SBXZN7CWlgX74J7V2mkg3vrbGhcqgCmAs4OtBVtRPNBcjXLhUV8/1IZiZoWQ2j0FsPDyQZR5DlUrv4vqtfNh99KMhQ1hyuJHMEAwNs8UBl0EQ5ihmXhailH2E/GvGqDRxAWyR1K/REntn5aH/ntr7fCsb8WXRtLiHKCJMAukcxBfMiPlsPk8TK3rxU1LVvQZlN2rgFXGKufP0qAv/wBG2oaN6K6YX0EKWv31qOqfQvsPnLHFHR2QuRCUHVnTgq2NKFrzQo0vP86rOuU9nV2VqJ8/xewRSFLi78oQcl35QT4y+dpx+E976OlcTcAQOIEdH6xCa3/XQnbsl2EO7+6mZyoAKDs9Y1EGMG5vQSNby5H6/z1CLXI31CSJNRVrkHATy5yOr7bBeeOUgTrlYm6btkxHHpuE1q3yYbX1ngU9QeWwNGigNEYRgVrVyncLrJtakqDeP3RVjRUKYsInpOw+jty4cFzwe77RR2DEkRUvkdypDMaNdqf/xi8zUnoN7xXTSziQiE36uu3oqOjkChn/f4g/JUK4j4c8qCjcT+8LkXnP1gM7+Y98G7bT1zrD9rR2LGP0Nn5NrgEcqEqSSKaPCSVKAMWR5uXQ5IUcFRd/SZUVq1ScBfBAFzHDqL1+69g3al4sgRexL65hWg9LPdviefh3rETro2bEWpS0NA+TzuaqjajvmxtJL2rJImoLf0erQ17CIrfrqJONGyohbNaXsh5yo6i7oPX0Ll+JYSgsmCvse1Gk5Ok8wy6w9jw/GGK7ezT//ngckV770R0hOoQEEivxbr1QTS3kIvS4o+PYNvfNsJWIrel09uIgxX/g8unfBe1JQFiOEgteD1tPoJN77eS3pjzL5cz8u2NuiTkZypnGSVBhO9oHfJfux3pfzw34v5pWHwEvnplIjYmZmLkNU9CF5eCgFMxaqYELYrXd6BkozI5a1gd4rTkGcWMkbOQ1H8cRJ4jdhhp6jyoesTW9H3SkHqVEhPSmRLR/+w/gg+RR5ry9aMhQbmXzxnGgocKUTBBiWeZ+qVh9Nw/gfcGCT5iFaOCCXHE/fy2ZriayxHyKjtJizETZkM6eEHJd7zh9WPwWoNIzldcwEZDMpITBkIQuEh8jGU1MOtSkGgkXW4aY3wEVAQAusxsmAYNgyGvLzQJct1FkYff04kx5z6K9D5KCr5BVwzAgfePoGpVbXd9RISCLvQfchnSMmQ3PqNRIeXaGRA8Abj3loHRyTFFURLQ0nUQviC5u3SVdaBxsTKhxp81FKahuXDuKAG6WbDaWw6itXEPzHEKSImzucGqVRgy/z6YBssxyqDdD5ETMOvL65F7vkw+kTFwGkZc/BgCrvYI4IlhGAwcfCXUapKYJjVTjQuvT0BCsoKsKi8Ooa6K3I0JXBC5Iy+CJbVvRGc/3ATn0WaE7Eo/USdYAJUK7S/9D4Jb0dfss6MoKvFDV1cJ7PYKpKWNRLRInIDG91ZHkq3ojUkYMeXP4EKKAYmfcx4ynn0QfHsXBLc38l0qGtdArSJd1ImqdBhZ0j3uDLXBGya9FwzDYHDG7Mj1DMNg8KAr0TdvBnx+eayxGi06t6wCH/AhZdp5kbFb+FkJypbXIHeq/K0YtRppd96OtLvugK+wMIJ697la0dl8GNn9zopwDbCsCll9p6GxaiM8TmUh7Wl2Y/a8S5AyXI7f61IzkH7hldBn5YCzK/2pf/J0xOkziMV6fLYJdbvacegLhVpTkiTMudyA+PjoDG4sTKpEYkwDwIQJWuRkK/3B2+qBMc2EOUuvjdTHoEtEv6xZYBlV5NkMwyB1+kXQWMj2HnhxATLGxOYNOJUigv1Vf2eynHGAMABIiiNZh8AySP8TTcyQMXMAQjbSGKr1JmQOpwEy9345CYnZZPwrQasQHLBqDdKGzeh5mZzKj6GBR+k3zIDKSE5qlvR+MCaRIBWWYaFjlMndlKDFX5dOgSmJJEjQJBhR8JfZQA+3l44h66w2WNBn6rU9AC4M0pOGEr8vfXo0fHbaPZwQl4eEOCWInGDMRoKRZkzKGDMbar1Sb4ZlYSzoD2NBN3PUIQEsq0ZWv+nUtcZkA+YsuBgJfeK668MiKZWO87M6DXIevxZcp5N4n+mjHoZOQ8aVB9wzHalT8ol3TL5wHOImDIAmWX5OetYYmMzpRP5qdZIFWXecR9xLn2REv+voLE3G+AwY44/3CXkno9WakJlFxuvjEtUYPoEcmsPH6jF8bA/gmd6CzCFkrNiQEYdBD8+CxJG7rPiLp4E1GaCKU+K2N789Gkm5yvfPyZmC9PRRxPsBQPzUQYibPABSVFIJgykFegMJaNLmZUGbpyxcGIbFqP5/gNjDK8QwLDQg+2eiPhsJOpoJLs3Sk1mLQUrKEOW3SoXc6+6CNjElYlwBYPQfh6LPjByo1GTqUuOQwTAOUVJOpuWMRULKAGi0PYBsxiSMnf4QtHpl8dp/ziA5J3m3GPMHwJhPp/tkGAbJxj6U7sp3pyGpr4Usl0zjIMzqBEqXlEgaKnOWBf3nkH3eoEuImb7U1GcgeB+JHUnqnwBLzo+DyU6FCGd48opfI2cUIOyCMU9ROucwGuDSdSkNZOk7n17FaWyxCSUC2TSgKJisonRJa6soXc3D8mQUDeBIKqE/Ufo9NMgk9BCNBv/Tt2ti1jGWLJw0ktIFx9NpKDVuOlZZdyU90NkYocY7rqJBdMtemE3p1EE6drn4vbfoGwJ4pp1eWDVcSbdF17k08sx3OQ14y32BfsZlX9IgqmQVDZhaeDldl/fWf0bpLtj5AP0QAK9OoNOI7vfRjFdFtw6hdP9e9iWle/j5+ynd/X+nn5EU412aOLoN13XR4DsAqNpC15GJkZQt9SitvOO1pZTufw9dQekaLqfHUHxJDF0d3fH0XTRAEAAQA/zVNSGO0nnP9VGAt+z59AmBCa/RYLTN79Go6CXP0Olrb73zYUrHG2PvHs9/ju6PseS6eLo+D4+jgWdrO+ed1P1+riyqGffThX5Eru1H1/9MkTPSbxAIuwhQ0IlSO/oPl6PznW8QqvtxhqtY65uAzwa3k0ZFtxxdB0fjsR8Fh/hrqmDfeHIsVmHXjzMR/Zj4PbHfO5a0NO6mwFaCECZS/EXuW03nlfVVVyhxQk5E1R4bPF30zluKAWrpbDx8wm8ULe1FXQhHpY6M1Q7OphLU7/oWQjTxxs5j8Ow7OXCMwItwdZL19jjouoV5PwUK6imiPwjv7tgpG3vGJluLbAj76ed4Au0xmbB+SxF58aRTgwKA48BOhLqiSGPaShD00yj5aNa3iE4II9gjlagkCODtyvXelmrYS/fhZMTlawHHk2PGG+iimNtCbhuadyyJ9DsxEELnB8vB2+nFXGf7UQgCuSBoK7Yj2L2Ilfv0r/tGHkcTXF01lJ4Pkx4SgRfReOTkwI29cnrLGWecRZHH0bpFcPkVxKet/jBK1r6DrpoDxNlSiePhL6yMuAJ5PoiOjqOor99KIFXLW9aixa6wBEmigJrSFaivoA2srfYw/I6WyApckHhUeqNSAQoC3If2wbFtEzi7Eu8O+ZxoOLgc1rpDCPudEX3lwoNwlChxQ44P4FD153D7lQUFHxax+J0W7F1tR9AvD2aBl/DK7ZXY8wMJbhIlAe3hOogSOehrq9bA5yORqZWNa1Fau1xBi3IcupYvQdun8yMGWhJF2DatRevC+fB206AGfTy+e6IYznZlkpQkEbaGQjQeXU3sTlzWGlQd+gaOTuUoSzgsoaaWNFQBexDrHtmKw58qQL8G7xG0+0l6SpHn4KgvAttNwMC7fLB+sxXWb7YS8XhB5NBsPYTyJtLzsOWzJnx0X3EEpV51xIsnry6NtOtxqbHtQrubTC9YXsahskLpX44lm9H1/neUgfZ7BGxeHPXtPRy+f3wvDn5OL3oO1XwNb1ABV+3Z4sem773we+X6CVwQbYUb0XpoDayV+yJGwmPnsHNJBxb9pz5y7bF9Xnz6YivcdqVty3basPLNGlTssUfQ4oyKQfHrW2A9rACrvBUlsG3bgI7vFyEcZYiD7S3oXL8cXRtXQBJFhENe1JasREcDaUx5TsSaj8lFsCjyKD3yJSqKvo3UWwxz6PpwAaRugJPIh9F5YAPa962GyCuLIY7zo7V+NzqalZ0Xx/txtOpbhKIoawWRQ3HdYgqD4G2tgb3yIHztsocqWNkE765ieHaQ3yoUdKH82HdwOxVQHxfgsfyvu3HoC9kzFvLYUbLoFbQeWkud2Dha2AOo5WpGQ81mWDtKCIPfXrsHdcdWEacWile3oP4gaYhL1rbiqwcOwGtTFpDtbQIa6nsATsUwKr37TjmCvKeIEvur/s5kOePenmXVGJ1/HXhBGcgavQWWtAKwKjW4KMAVo9Eg8ZpzoU6O775Wg7rajTAZyXhbStwAaFQGhHn5WoZVYei4PyIxZQB8HhINbUzORtYIxY2rYtTI1g8CL8kDkVGpkH7NjUidcw3cR5Q8xjpTAuKzBqNu/yL4oo5TxfVLxp6/roS7pntyYRjkpIxHiPNFslAxLIOgX0BGXx30RtkNqFIzePSDAeA5CeEQuao3sGagB3lAZs4kJCYp53X9QTvizbkY1u8qMAwj00yWlUAdn4CUy6+Eyiy79v3VFQCrQtplV0OTLAPkTAlaXPvCcGL31V6+HdV7vkRqgQL8kiQJzs4qjJz5AJIzFXdqaSkHniMnlbqtTTj7qcmYeP/oiC7PPBIaVktMQIl9RiI+Z3BkAaCON6HPa3fBNK4/fIeVMAMvhKBVmxEfFS8PeHnojGrc/+koqDTy0BkwxowH3ipAfQm580oxFSDdQsYEjxzkkJunxJIT5pyNtIduQKimGVy7YoxXzu+ArU3pnzqLBrd8cx4gyYb6uHB8AAOzzoXFoBDqmONYJKaooNZ0k5Kwatgq90HggkgqGBMB6ulNKsSlaGFKUOqTkqnBsIkmOK3KRK5Ss9Cb1UjKNhDpITPOKsC+h5ejY6dsvAKNdXDs3gLL8NHQpsr1kQQeriN7kXn5Dci69nYwLAutzozRZz0AngtGaDQBYNMXHWipItvQaatFauZIDBxxLQAGYiiMzv9+glBDE9Rpcl9i1Vr0vewupI6eCVe1Yjjry9egrWkfUjOVUI1GbcSwgisgRh3tUrEaDM+/iqgLAAQd7eh/2b2wZMsxZeOo/sh5+W6Easlcy25XI0aMuQ2JyUr4p35PB857Ygym3js00l6mlFyoDWYZDBp1/c4dIeKInCU+ByyrQkPNxkgmL54LQqXWYvj0uyNsbg2HbFj6z0JkD0+IXCuKEpxtAdy39GyYkxW8ys5tIXg95HgJSwH0NY78zRNfCGB/1d+ZLGckIEyvjSMAQQnZQ5CQHR3Dk1en2rx0GEYpg45lVRg/4X6o1SQwJzWOjsuyrBq5/c6hVqZ9Jl5NsYGZegBAGJZF/ITJEEOk+y0hazCGnf8gDAmZAOoBACnjcjDsgemwFCQjDJk1LCORZCdSqRnc/AQdb41P0eCsK0iSCpZRIV5NZ8LJ708yRxn1STDqoxmwGJhHjiYv4gDTwCEwDYxuW3k3OXB6CnGMJ23AFOjj0qIAU7LkDbmAmkBGj6azAQ29igbmsIwayXryvRmWRc54MuamMuiQdvN5EDllgtZpzEhL6AG4Matx1o00uK3fKDrenmIqoOp9wy0kKlsVZ4Jp0nCYJpFEDVfdlwEuTC6YjIk6TL2H/K5qlR5ZSSROYMS4Hox2KjUGXnI/tKYEQq/RsRh5diJGnq0sMjPydMjII0GIAycnYuBkmskqbWpfjPr3bKROloFPSdPOQdyo8RGqW/nhLNIvorOnaXRmFIyYA0AZG+fckA6fi4xxJ6WSYDBWp0XcOdPBtXeQaSRVaqSOOYcIffQffiWCfjtYFRkXTo4roFzMFkM6JD05TtPHnkeld9XlpSPtvisAQQTU8iI3JW0YwdwFAANmkX1EF5eC/Fm39GwGAMD9D9B9Jzf/bGRkj4+8o0qlQcGoK8gyo5Pwp48nwxCnvB/LMphxFz0OrrmeTlNrVMUmkznV0gsI++VyRhnncDLdSdvPpgkt4vccL6eUf2z+J1S5/9wXe8CZiukYdd4imhyjJkSDevKX9YxphVF7TTRAJRsBAE9mbzv+ExgLAF14M/km6n67PfTCYXVFbNYe4TW6Owz5Zz2lk3w+SnflhzQ4bpyJBq299fQNlM54p9xeZiQAkP9fdw19BnP6TpoVCwD6P02DmZzT6AWG1I0d0sTFR8xCxn9ppPyTS+ZTulFaOn68ypdJ6cZ+SzNJXfPq3yhdDFAtAGDvkG7vBAug+7V2vjaJKnfbNysp3c1b/0zpmHEi5PShikGqDqZT5Q7eeT6lY5togo2696PadXQaarq9qv1WhwBoAShu1pp/0SxfxuU0zuDr6+lne8fQYKtFF78DXHwcLCmfF39oczSwjgEgwFgrh5xMUAGQ/5/hYmMW3KPotsi9iSaFqVpLs7zp62mynjUN9Jj2n0fjMr52jaF0E149SOmmmKspHQAERQ0GTgMAxTN3xE+zEN5QdBulU10Sm0a4V04vObP9Bt0iuD0xGZQAwNNYEcmcdCKJJir4JdJVfwjurrofjf+Euzrh2kNT/gEnDwA7GRH9AQieX/4+J2LvIsqEA2gv3x6z3tZd1RD5n77HyYinqw7uThJEw4f8NItU2AubrQIc9/PTOf6YnOx3Cdu7wHnIxQgXJNvA2VJKMdPFeh7voBc1gtdHpZsEAGutG54O8p6C8OMgtmgRwxx4F9lXTvTO0ef6JUmkwHKiJMAfIkFi3o66kwIChvwOODvoePzJiCRJJ8zOxAc48H6ynu7yo+B9Pz4fhJrJ+LUkCPBsOwzb5yR+IVZbSSfBNPhrRZLE3zzWfFx6zzn/cjnj3l6SJDQ17oTXq4CoPFv3ou2ZNxEoIgE8nNeFprVfoHHt5xEkqcclYOtKF+orgt33E1G4/0MqR6wz1A57sEUBS/Ei6tbVoHplJZp3NhKDo6NmD6wNSno6SZLg8DSionGtTEkoirCvXwvryuUId5Ix7K7WMEoPkkbF7+tCY/02BUQjiChZWo3arc3w27vrzfNwfLcB7s0HwNuUCV3w+OBcRgLZRElEhZfOgRsUaWO24/1jFNK4/KAXjRWKEXC2lKLx8EoEe0yKtn21OPbUSnSsV1i0wmIQQVExAII/COsXa+HZUQjepUySrmA7PEFlp8eHA6g/tAxdtSRjVdhjR+uhNUT781wAxYULKPdk0YEgtq8jjc+hI2EIUe/XUh3AnlU2NFaQbdFW6kDRcgUk1FW4Fa07V8BZXQgu6sxpqLMNDQvfR9dmhRUt6A7j4AIFPR7y2lC1YyHay8njM+21fhRuUAwB19qJ9qfehXPZeiIfM8Oy6Jr/OSSeNHR7/1eFdS8VRr5Xp6MMhdXfEPFXSZJQ7t5F5bH2F9ei4dEP4Fp/QKkn50WXR4nbS6KIQEkdOj9cjo53v4vcr7hpBdqdJEOfzV2DonrliFfY50TV2nlo3rcCPeWt551oqOEi92su24Sag98R7mpf2I5OTyX8YadSP96HFk8JwoLSF1urtqJkxzyEeqDHXdVW7LhrEVo2KzvXUFc72lZ+ifbVCkDNzznhDilj0lfSiNrHP4V97SGFCESlQrCiAf79JEOfszWAPV83EH1xzVMHsO9/5cTiTJIklB7wYs3nXYSuqtCLikOKR85nC6JsdSOKl9fB1Sr3W29JE2zrj6L9m53g7Mp4aT74PTxtsXflp1J+S4aw0tJSXHPNNRg9ejTmzJmDwsJCqsydd96JMWPGRP5GjRqFQYMG4fBhmV/8ueeew/Dhw4kyra2nPv/8L5EzzjgzDIP4+Dwc3PcunA7Z7apOSYRh+CAEK2sRqpMZgSRRRNehTUgddw5yz78RKrVsON12HrYODkH/ccPHo2//2eDCPng9ipuLARAW/eCl7uxKahYV35ag42ArUkemEzEznTEBfUYpqQg5IYBAyAGGUUGCBIZlkf6HG5F8yeVw7VQmaEmSMO/pNnBhZXB7PK3Yv+ctmC3ZCkuXikXupAzs+M8hFH8r7zAYtRrmc8bD8d0GtL34ScRzIIXD8O04gFCtcgyMZVikammXmUe0U7SjnWVO7JqrTEItNUG8dX8NsgoU93FK/jjkT7oWng5lV8v7w+jcXIHhz12OjAsU8FcX1wQWyllWlVEP85QR6Pp4JTrfXRTZkZm1yTjWvgbekDyBqbUGDJ55F3guSEx++sQMdBZvJQy00ZSKrOyJBJbA6xbR1c7DZCaHSEY6C1VURixbexiVR7wwmJQ6Nh60YuEt25A7Vonnh912BDqbIHJhsN2UpbzXA8ehXUgcNw2WIWPkHY0oYe2T+wngl86cjOEXPYyguxN8SFkEpOcbsPiVGhxZLxtohmVhGD0YUjAE/76jkbZhjQZwbe2w/u+rCDOWJElg1Qwue2l8JMNXvDkHmcmjYPco4QiGYZBrHIpQ1AIp1NQJX2E1TGMHQJOu4A4q2zchzCsGQHB6EW7pghQKA8eR3gyDIdkXUnzbKXH9kRY/OPJbY7Cg/+w7wTAMXE3konn0BB369NNE7pc/5kqk9hkHdxTHeJBzwxVsh5pV8AmiJCDM+xAWlDZMzh6FnMHnoaN+f2RREnL40b69FtmzB8KYLmNTRJ6Hbc9mpM68FBmX/CEyttSsFsXtayKnG1idBslzJiHUbIOvUHGPJ99yMVTJZJw3MduIotVtWPdWReSbpA1KAESg+bBiiL0uAdbWMHHUrHinG58+VY8+Q6IIiJL1UOtV2Du/HFxAro9zRylaP9kE05AcaJLM3W3GIjFvBCrXfYD2YprK9lSKCOZX/Z1IQqEQ7rnnHlx11VU4cOAAbrnlFtx7773w9Qi5ffzxxzhy5Ejk78ILL8Sll16KsWPlDG+lpaV4/fXXiTJZWTQZzu8hZ1TM+bjExedh7Ph7YInLhR2Aeep4YGoUS9MxAAyQOeNKCtSTna/D1XfJk+tKACq1FqkZI5CKEUS5eF0G4kGCm2a8ci6MaXRmnT6jL4NKoxgGrdqIrBSSYYpRq5EwfQbEYDAy6TIMg0dez0H0hs9szsTocXchITGfuD4u24w582YhLsuEtd02UZOaiIzHboHI8WC1Ggi8TGWqH9wPopfcCSZp6Q6bqs6hdGNv7I+EXAXkklWgw3OLBkfQw5Fr+00ikPGsTo0hT9CZdrJ1NMBF3y8b6Q/+AdrslAi4TsVqMDHvRqhYJVap0VvQf8qNkEQhkpOZVamROuwsxOcMJu6Z34+Me5rjWJx7GQ3Wyc4ih8zI6fEYOZ2cdLNHJeHqtyYjqY9yfeaUSyJGGQAEAGqzBRkXXUNcK0nAmBsGRNDgx8UQn4H+02+BGHW8hmEY3Dt3ONLzZZYvTWYqku+4lqozABhHj4AqzqIYZxG44J+jiefoNBaq3wGASU0CwnS5aUi9hY4TD8g4B0zUel+dFIf48yci/nwy25lGZUBeMqljGBZ905R8xQyrgiVrACxZ9PefdRGJHWFZFfKGXwSBV+LZyaa+SDb1JcoZNHHITySfqzclUakTdYlGDLq9R/1YBpmX3UDNBxrWgIk514Nl5MWZoX8mDP1pLAJr0CHlDpr84/J/DYUlVaEnHX/LQKqMJUGNGXPIzF0jz4pH/9GmyOmL4zJgVjb6TE6HxiDr0/8wDSmXjoc+h4wzm9PzkTvpSiT2oYmHTqX8VvzYe/fuBcuyuPHGGwEA11xzDRYsWIBt27bh4osvjnnNxo0bsXfvXvzwg5w7QBRFVFRUYMgQGidwOsgZZZzdf40GZSXCAy8K9DSJh+4NGoyy8w560Og6Ysdmy17IoHT5PhVgSoAj6hJvhCs3CcedkLc8u5W6duGzl0U/FQDwQMKfqHIDNslnR+X9mgzMOfZPOpWjcLUywagzZCMueIHLxhVCGi2BuXICZMR6IdY9SF9//eU0O9G3K6KoScvlv7xr5ONBbBbQ1b3BDluiJjeLGWEA3rW0kb94C03gMgJRZ0wHA0AzgGYMXNFOlf1vFZ0C0V0hT3CmIZeBA+AEkLZXdjHLrSr//z1Hb6aujTfQ/eTPfel2WN/SbfT7DUVt94m3+AYOspMqajd8mAZGAcDR3UrO5q5uwq9z3tpNlfviiUsp3bS/0XFX+x0ygEuSpoHpYIAqL75KolODmmfQ4K2cT5soXfZ/6bEBANaJZgCyET8+yhZOep8qNy5GUqjZd91D6dTX0WC0R++j2c46z46e/OVFivUPdBrJt8d+Rz8YwDtXX0U/m6UxD4/eSrvXF62V2eBUMEXgdo8Npl/wjXL56KRpUAIA+bsPN8htOzwKF/b6/XS/63yWZhsEgINLRlA6gT7EEJORrfGK7mObZ02CE0B0v/x/Rerq6tCvHwnSy8/PR21t7AxvPM/j5Zdfxt///neYzfKiub6+HsFgEK+++ioOHz6MjIwMPPTQQzjnnHN+8/qfjJxxbm0xyMG6/igcO8uof+NcPw64+bkSbmhFqEYxMsFOD5xFzVQ5zuc+KYCG39kKj1WJY/Iud2Qn9FMSCrrg85BsUrHS+/mtQaouYjhGWkdeRCAGjScAgoTix+RkWZNcLfQiyBlDF0t4Nx0X9x45jFAjafx7kq6EmrpiXvt/IaGQG8Hgqc8Y1PO79sxSFXm+4+RTm0ZLNAnIz5VwyAO/96efK4o8Qj0Yw054zzYbvPtKifeONc4EkaO+P+eLneIxHDy58Rbr2l/anzg/h+ad9EIJQCSTFgDwHhech+iF3Inq838hv9U5Z7/fD4OBXITp9XoEg/QiGgBWr14NnU6HCy+8MKJzu92YOHEi7rzzTuzYsQN/+ctf8PDDD6Oigj5x8XvIGWecGZ0aXd8fhPsweczHV29FxybSYHf5ahHgyKNN9fs60XyUZNXyhWxw+8ljFZIkwfHNanS+8Rl4pxsiJ6D8lTWoenczNVCsBzZBCJDGpr3Gh80LmglwlaOlDFW7FiAckCdu16r16HjzA3CdJDpUkIQIqclx8bibcfTAfPCcsgBxrdqEQJGS6jLs47D0zo0oXUYinAO11XDs3KowoEkSVj51BJveIAEuAODcvxtNH72LYLNs/Eq22XDg+3bq3K6vvQ6dhUpqw67d69C1ex0C7U2E0bY3ePDJnLVoK1ba3GcP4rOr16Nme1Qaw6CAQ+usxNlpkRPQ+r9NxHMlUYR91SpYlyyBGDWQC5uWRdJaCoEQGp/7Cq1vLyfQs97KNrQtOwjOqUyyDaU+7FttBRdF5CLxAjzFjWhftBdiUPkOwYADLbU7ie/faS9DKKz0MUkSUV6+BC0tJABP4ETsW1BJ5M8WBQ7tdXvh9yi7TCEsoH5dNbqOkt6EJsdhNDkOEzrn4nWQepxS8NSUoO6rd+BtUHbhfsEDN6/0sXDYC7e7CVZrOQEe6yjehqCTXJi1NnHo6iDznYuihE6rEPVbQNnhL9FSS3oirJtLYN9RDs59PBuaiNKDC1BXvlppL1FEuLMDnsLDcO3eSSxWXesOoO2txQg3yu1jbePw6oPNVF7s0qYf0Nh1gNB17GmEo4TcvQe9PF6+7ihaq5XvL0oC2u0kHa8oStjXg3lPEkS0zSd31U4rj/qKILpalUWNz9MOu7USDlt1JIRRu6YGW/62CUIPqk5vXQWs+zZ3t40E266N6FizmMoxHfQ70Fq3K/JbcLrhWr0VgeKKX3Uy42RElJhf9XciMRgMlCEOBoMwGunjsgCwdOlSXHfddWCjOCZGjx6NBQsWYOzYsdBoNDjvvPMwZcoUbN269ZS8+6+VM884MwzSLh8PQz6ZLq19XSncpaSBbXeXwe6vJ5K9ZwxNxLf37Eb5RoWly6hNxLHGlWiLyhEdOFoORqNG2t/ugDohDqxGhaFPXwZDTiLxHN7ngb1oD8JuZTB7bGEUb7GhbJeDAIGEfDYMnP4naA3xkCQJ6qREqJIT4Vq7kTDQYQQRQI9sWmoD8vrNIrLvmCaMRNd/F8A2/ytIHA+1ToWzHh+H9qNWuJqUEICh30DYN69H+zcLIYaCYBgGM+4ZBLVOhdYSBeXqPnoI/ppKxI2dCHTH5jy2MOoL3ajYZZeR55KE9kMbULXiv7DkKKGCQEczPNUl8NaWgnM7I/rSHxpx8YsTkTFcibmVr27CrMdHoWC6HNvjQiKem3MEHhsHtVbp0h3f7kCwntyNBaoqoc3MQsadd4LVK3F+iz4ViUaZsITVqJFx98VQWQywr1bQ3qYBGfBWtOHQjXPhrZC/obMrjMqDHpTtdUXer/aV5aj619cwDc4Cq5fdwA5rNQ5ueR1GcyoRtzTqkrDryDtweWSPCsOwGDhwDpkbPMDj23t2wtMeiMSI+bAfRza9AWdnFYwWuS9zfg5rblmK6uXlSB6u9G9OCIITAkg1K2feJY6H/3ApgmXKQszXVA1nyQEkDJsQidEDACcFYWAV96rTWYeiooVQq3URFisA0JriUfnDXATsSv/WaBg890gXvO7ovNESjpUpBollVRg85kbqSGLChAI0L9yBots/BO8NgmFY9B9xFViVBl63vDATvF40vf0G7OvWwjh4KBiVHCoSg2EEyhuR88yt0PWRzzLHJ6swcZYFZYfJHWyypQApFjJxh6vGhpolxYTu0Dobzr89G2l95H4jSgKOVH+JMO8lvqm1JYRV81qIb2hdsRf+CtJrZjCz2LTYge3fK14SnSEB1vZiVBR9F8myNfCqQeh/6QC46p3ycwURbRuWoHHRh4gbILu3GYZB2uw5SJ4+G85ChRrV62xG4fZ3oDcq40eVEAdNWjK63l0A67yvYnrQTpX8VjvngoIC1NWRG6y6ujr070/zOni9Xhw4cAAXXURiWvbs2YNvvvmG0IVCIeh0dIjn95AzKuZ8XBJnDEWojTw6IUkSVEYyaDMi8xLqWr1Fg9lPjETumBSUfy7rGIbF6PxrCdYxbd9spP31VuJabbwBw56+FOGoXLtBewcM6bkQAsqEYUnWYvadeZh9J/ns7KHnQWdO6n4mg/iLemZAkidaA0ODzoymNMQlkIhrTWY6LOdNh66gDxiNGqyaRd/pWeg7PYuYWFiNBnHjJkKTmARGK3fcpDwzLvznSGJnGTdqHOJGRWehOYrJV2Vi8lUKQIZhGMTlDgIf9MGYquR4zr74Rqh0dKxw8h2DodaRoJeR1xRAo1d0Gh2L+z8Yiox85XqJFyCFeOjzSAY0dWIS0u+4gwL29Es9K6Jj1CpYxg+AZfwAgjWMYRjkP3A+9DlJMPVPB1CFUWcnYlQUyxbDMMi+/RwkTBkIywiFnSwuIQ8FQy9FQg/WK7MpHeOG3oY4swK4MxiSkJenxPA1BjUm3z4QlnTl/dRaI/KGXIC4FMWoaIwajL5vAhL6J4FVKRObRqVHv1Qy9SbX2gl1ShJ4u2IYTLn9YcqNntxkz0hPxrjU1GGIi8uBXk8CxYxpfWDOyIcqilkrNUONd77IiFB/yu/HYtZZ5LfW6eMwYNQ1Mniv2yipLQYMeuE6eEpboDbLBlFvSMTAkddGzj+r4+KQcvkVMA0eCnVCQuR+YjCMnGdvBatTxrRGy2LWlUqZ45IWP5gAEgKALtEAIcBB5MVImsipV6WRzGSMCoNyLoReSwICdXoW1z2eB56ToNEykAQRYiAMQ0EGVe6Of2USC3C1Wo+Bw69GMOCIIMIZhsGkv09B0CHvFFkVC3O/oWAYBroU5Z6MSo2UmRchbFcWpEZLBjL6TEZiGtnvjONHIAXySZWejIWnUn4rfuwpU6YgHA7j888/x/XXX48VK1bAarVi+nQ6xeyxY8eQlpaG9HSScIZhGLz66qvo378/xowZg9WrV+Po0aN45ZVXfpM6/1w5o1JGnnv2S5TOOpI2CJmb6dgXl0Yjd1UxsgQBgD+bvqeopl00Ojt5npRhGOjrbVQ5hOhYXuMNfSldxgE6Zq520Lrqm5VJVRLFyODk4+h42oghsnta5AWw3ZSFcRo6rrO7ik4ZKAXpdH4p2bIxiE6/l3YXnemH60szN82eH5uEZUsXncu5fnNf6jmf3vYeVe7+EpqxLOUyGlhlu4NO+2dppoE0Oivd3vbn6O83Pi12DNGkouP7B6z0MTb2PzTLU9yTNJ6hfjHNbBXXSPfbF976iNK923IepfOeRzPdAUD4rOHKud7u9ta10y7Tij/TtJED/0qnBWz8Bw1ay/+EBvscT4BBVobWvVEUO8vb4VAupRuto9vxz397hNI99zLNJGcT6Hni77tkRH50X7Qk0vHnvw7eROkujcGyBwBn7b0HkiCCiVqE5afQc0dZJU03q3LTe7LaR/8a8zm/Vt4qo1H9P0ceGUKnmD0u5eXleOaZZ1BRUYE+ffrgmWeewejRo3HnnXdi/PjxuOceGWi4ZMkSfPvtt/juOxoUuGjRIsyfPx+dnZ3Iz8/HE088gYkT6b73e8gZuXPumZcVkFl8nNWFiO/3y44WCCJHrb5jSTjghkqjh0qtrOhDQRfUGiNUqp++/teIKIlgexBtxFo1S4IAiBIYjdI9/K1uGNItUOkUnRDiid+x2vW4cG2d0GQqrlaGkXcU+Im14Y/dM7qMv8mJkM2HpDEK8pv3uOEpO4q44WOhMtLehGgR/CGojL+dO0sSRLj2VcMyti9UeuXb+zr94AI84vMspzQJAe8PQ93tCZIkkSJYAeSYtSCEiVDHCet/Et+BYRhwXAAaDb04JermcEKdmPCTzwQAX20FNAnJ0Cal/HThXyGiIEXOe59Ionf1P3ovUQLDgJ5jwhx4pxua9FPzLtGG+XQV4UfOKv9aGTx4MOWWBuSzzdFy9dVX4+qraY53ALj22mtx7bWxjx/+3nLafd2ioiLCNeFyuXD//fdj3LhxmDlzJhYtWhT5t3A4jH/+85+YOHEipk6dig8++OCkntFlKwXHkTscf2cTmjZ8CWelDJqRJAmuQBtFM+hyNcDvJwFYXY4K7C8hdx6SJMFlrYHHTqKCW8q34Njm9yJnMj2eVuzd/R/wPfIil1m3EMxDgMyW1e6vInSc2wHr3o0EorqrqxR8j5y1gshhb+XHCHHKboZ3u+EtPAL7+nWRuJMkirB/vgRgyUFV8vZ27H98JURO2V2XfUXG5MLVTXBv2EMhyANFZWh/+X0EK5SdT7DJiorHFsJb0hRpLz9Po9btzmqKVjPo4dBY5ETIJ+8AGYZB2XvbUPM5yQYmBHzoXLsMrqgYXNHBIMqK6N1p2+fbKJ3QA8HrtzbBWVdEoZJDQRdsnaWEjhdCsLvrImQbrv3VqHlhCbzHyB1z0Vdl2PTvncREXrO1Fe425Z0lUUKo0w3HoXp4q5U+wfMheNwtCPToj/UrjmHf31ZF2jLY1QJb0S6qbdvq9qB4+9wILajHJWDBu3QuYG+zC41rSARrWKJR/eGwFwd2vwlXVPpET7ATIU4hJvEfK0X7G+8hWFtPPafn/SRJQufaZWhdvCDSv0VJIBi+jktIDFDXO/gOAhgpSRJWr6B3rF3NIbx5dwVCAZKVy2Ylv7+14TCCnh7UnJKEiqMB4ve3b7SgcJubKmf/ZAm63vwMkiBAEkSEWm3wFdfDubUoguQO+gRUHqQ9SYEA+W5cpwP2pdshhpT387e50LWvHoF2dyTcJAaCCNU3w7e/ELxNDuUJPh9CzU3wFRUh3E4fQzyV0psy8pfLafP2kiRh8eLFuP3228FFuaqefPJJGI1G7N69G++++y5ef/31CE3bW2+9hdbWVmzatAlfffUVFi1ahNWrV5/gCYrwXABllUuIwexrqUbq2HOQOER2aTAMg8rOrWiyHybYjIzGVBw8PA9WmzJZJcf3Q7xZ2bEJAoeSXR+j9ugKmBIUt1I46IHP0YyCsVdD1Z1P2GLJQkrqcAJYAwAGtQVGDRnTsweboGENkfbq2rMBVR+9CJXRDFar7PpYlQb79r9D5F92+BqRmzwOOo28SxK8Hrh37YR99Wq4d+8GusFMjm9WINzYHAHWAIC72gqRFzDisXPAamR92B1C6YJChD2KodP2z4Vv+yG0PfVfcC3ys4NVdXCt2gTT5LERg++rakPzp5uhMuvAdyNxGYZBrfcgXByJNOV4P8pqVkS+VUe1F89O3YzmYhd0JqXNBv55GrSJJFJT5DgY+w5A4pSZEZ1Gy+DgrgDCoSh0bYiD9YdDCDaRE28negB4krNhq9yP4i+ehr9LNrJtTftxcMcbMJiUuCwvhNHYsQ+lDasiXNXxkwcg+7aZ8BxtIO6ZOSYNAy7oS+gsmUZ8dfNGtHafCrDtrsb+mz5C+w9FMObJ7myeD2LPthfRWLcVOp3iKm5aV4GO3fVIHJoOISD3W31qDroOb0HT2s8hhOT25rkAHO1lyB+hEOCwLAOtlkFdpfJN7SUd2HbPMpgyo5OvALzEge9xPra1aQ9y8qbDbIkirJEkHG1cEklfCkmCrqAvnCtWI1CuhA9ESYQHJA4k1NYMVqtD1rW3Rvo3y6hQ5dkHR7gt6loBVb591E5VBA9VlHNQEIBwGGhpIt36u1daMePqVGh0bHcVJTz1uBN2GwmUYtValO/4lOA4X/yxA4V7FIPPMAwmnJ+Ioh1uAhXuWbMDgscHy3lTIQZCAMsg3GpH+6cb0PrfHyB1G1m9SYU181vwwzyy763fGERX1GJBk5aIUH0H6h96D4EKuS8aMuJgP9KM7dd/hqaVxfIc8cHn6HjpPQhON9TJ8nxiW7EcrW+/jVBjAzRpJDD2VIsA5lf9ncly2ri1582bhzVr1uCee+7B/PlyLMfn82Hjxo1Yt24ddDodRo4ciUsvvRTLly/H6NGjsWLFCrzxxhuwWCywWCy4+eabsWzZshMyxBwXkzEVghgm8rqacwfAmE7G9sbnXR8Z8MeHqUZjREHfc2ExZ8o0T5DTQ/bPUcBZKpUGaXljYTCngo1ygzFgMOyceykXY/+Bl0ClIsFouXGjoephsDOMClsSwzAw5fZDeOhYJIwgsxYlJfZHTs5UGAxJkfhboikPKRYl/qgyW5B00cVIvPAihNvawKhUEL0u8HYndAU9gGMWHSa/Q7KleZrdSB+fBW+rB0mDFIaj+Mtnwrf3KNSZKUAY0PXNQcY//xJ1NxdMAzLR/+nrFNVCeacwPGEWeorRkILkxAGQunexaf1MeOC7KcgaQhqLuAGp6HP1aELHqtXIuOIGor2HjNRhyEjSfR1qd0KbngB/VRv0uYrLMZMh24FhWPQ5+0a0H1kPfVIm0CYhIbkf+g2dA2OUcVartCjImoH8zOmQiVw5OQfytVPgqyJPBGSMTkPqUDJ+nDowHoMuzENSvgwwTJzQF/3un4XMy0ZHXJlqtR4jxt6G+IQ+xPvlXjAIuReQMXiGYZA4ZAIkgQer1gKQAAkYNu0u4lqThcUN95ALQo1Zi8RBqUgaTmIAjFHo7eOS02cG1GqybfXaeOSnToug940jhsE4Yhh1LcuwiENSDyWL3FsfAKsmx8Hg+OlQMeqoa1UYaj6Lumeymoy3qtUMrriWPmpz2d1ZhEubYRg89VICNFrSOGiNCTDEpYEP+6DWyovkcy6zQOwB1eg/yoR+I42RiI0kSTCfPQFxFysgP4bxwzJ+AMzj+sNXVA9NqrLAuuLBXBjjyHeecxkdKki6bia6Pl0NXV5apN6D7pkOU14iMmYOkMfjxbMgTBsP0ySF7SR+5jnQ5xcgbgqNo+iV00dOG0BYZ2cnUlNTsX//fjz44IPYt28fSktLcf3116OoqChS7osvvsD69evx3nvvYeLEidi5cydSU+WJccuWLXjhhRewaRMNrACAYSuepnSqLQmU7o9/psEjCz65kNJxJwjVCXq6SXMmt1A691c0WCN1MX12uOF+OsXjDTfI5xujY2U/vDKTKmepo12A1lGxzwIarfISRODDkZh43iM0OCrb4KR0i4/KzFaSKAKiCEatRt9vacdM/XV021w16jClK7+Wzj8tGun0jgBQ9xQdq2eLaOORVEYD3pa//SYVT32hk2YX29epGOrj5Q1vJNB1uYFe7f9xPJ00ZNsTUykdAPjT6PWy9nqa1CXJQLtnR8bTfeyHBtkQipwQ8Xo8MWQNVS6BjQFQKpIXUNHtk2qJnZHJcDPdzypep/v3ZUOLKV1VFJr/uGR9R7vX+xhowNPWB+l2rL8kBtvZ1tjgzYYraF3eCvobPvjmN1Q/+eDP11Dl2DDdx6ruor9p7nI6dm0utVK6ssdjp3e8b6o8/gVOjByvK/bQ7d3+GA3UnDL3AKV7fsTymM/5tfJiCc1k93PkX8NWnaKa/L8np41bOy0tjXJL+f1+6PXkhHycBSYQkCeDaJaYH2OIiZZgfQf8lc0/yZojChIEPvYZwNjp3pSByTnsEHqklhNCHFwlrVQaul8jsesRu85ijyW+wNGxV4ELgg+TE7XIiwi56XblQwJBkiL6AvDvL4Z0gty50cK1dCBc/9Pf4OdIqKHjhKk/f0x+LhCLAvpIUsxUi2KQbN9oApEfk7DXgaCLPDEQ6nRDCJLPEEI/3c7HJdjQibCVjoOejHCdzpN+Tk+ReOEXfZMfE+4EaUmjyWsEj0eOqbbROZfJayRwrSfHaPdrAXuhmkYI7h9PNxlLxGAIvgNHwbWTfYIPixQH++kmv2VWqv+/y2n99gaDAaEQOcEdZ4E5brSjjfGPMcREi3t3KRqf/gJcezdAIhyEq6oQQpA0Su6uEF65cCccrSTgw1l2CC3rSJSgbfdmCN0ZUXi3C80fvAPbRpIRiFGxOPLwt2heLB8dkUQBAWcHQm4rwl4HYdyj0yQCQMjaAV9dBUROmaCdrX58ce9+Kvevtf4QuAB55IXng9hb+C4CQfmdA9YW1Cyfi6BDmZgkUUD57gWoL1ypXBfgsO2RNaj4it7xHP6yCptfPgyxewHj+mErbPO+gegnDXko6IbTRh6D8R86hvYX5iJcL+/2Ql4O7jYf+CBpcFyhdop+0e6tp6g/xRCHlhcWomPuCkiCiGBbM9pXL0bYbiWuFfgwQn4HfM4W4h6hEPkMb6cfAUcQIY9C43gcmOU51kTknHbYq3D04HwCZBgsr0GwTEnJ52z146t79iAcdfwu4LOhrnwNYdi5gAflP7wHa+VepVyLA0fv/hRdGxSvCu8PY+9Dy+AoIQE9XdVu+Gz0Qqr1w7VofGVJBEDUWBHAfx+rp8oFAyK62hRj2vnFJjS/+DXEMPldhEAY7WuPyYj7488ONf5/7L13dBxF1j78dPdkzWhGOUuW5JxzBAeCCTY5xyVjFliWjcAusEvYhSUHEwwm2SYYnG2cc86yZcmSlfMoTM4zHb4/WpqeUo1Jhve3+5l7js/xXFV3V4eqe+vep54Lvle1qXCTFf7DCvNeJMDj5Oo6hH20wbb6qsCL5HjvKu+Cq4GkMt38ZiU2vVFBfBcORy0qKxX+a97hQMdnnyLURALw+EgA9g65HKckSXAuXo2O1+ZD9JMrf1Hg4XU2w++JGR+ShG/eboPfQwLHfL52CoDpdDdQpTdtH3yDztc/i5bz9Hs64LbVE8dFhCBKWlcQ9xY4WgbbvM8hOBXnqvaQHe/dup9iO4v4I2je2dhrzIhwe1tJnSihtcwBPs5K/+eUX6oq1dkg/9XGuaCgAJFIhKiv2cMCY7FYkJKSQrDExCNDjycMyyLl6inQZMk5Lk6jA+/3oXzeU2jdtjT6Ebvagxh2QTqSsuXVuRAOwrptOTr2boC/tR4iz8ugiy3fwnVkL1QmOQ/KGRKQfP5F8J86iVC7MnmyKg6GvGTkXDGypyOo+vZdVKx4He7WU9G8nCRJ6OSbEZGUSVuTnAbn0X049crfYD8gI4v5sIiUggTs+pik25QEAdW7FhDG3uVtRlryYOi0FvleQgFwOj0aN38Bn7W+uzsc+oy4DJGQ4t1zOhX6XTsErXsaEXIpE5DPFkTtjlYUTM4E01Ny8IrzocpKI1bO9s5KHNn9BrR6C9HH0Kl6JN18GbSFMpBOpeVQ8mUV3p68FFWb5AlVlATUOPahzatMxIIYxinrFtR17iaY29zbjkKTk4rka6aC4ViEOtrgLjmA1m8+gbusJHq8o7UMJ7a9g8o9ZP3mTxaQoJ7Vv9+JxbdvhPW4DQzDQAzzOHbHeyi970MIvnB0zzcAtDUfRFbOuGi+VZIkOJdugOBUHCQhJCC10IhdH8TQYnrb4bLVoPrEcoRDclu13oS8CVci7FXAUbosC/LvmoaOdcejxjDiCcGQY0b5WzthL1VWh8Y0HRbcsQOrnzwcRexKgoiI3YPch2eB1copgMw+WkiiBK9LeYaOLh5/uakB+oRuYJQoQVeYCS7JiM5FSqqofUMZ9t/yASSe3GfLAHBGyJVqqKYZ3m2Hor9dzV5sf/EwNj29H44GxdgEeS+codaoceeDPHY+sws7n9sDU66SoggHBLSWOTH04uzoSjYYdKGxcTv0+uSoQdTm50NbUABNlhIy72gpwcEt/4EqutVLgm5QP6izM+BYrIRPIyEf6spX4fied+GKcSp3r3LAbecR9MvjKhRyY9++V9DcvA8cJ797URRQUbMKLdYDBMgzXCcDvJLvvCpKjKI3pqLy4CJY6xRHTM3poOEMJIvchJFQ52aBNSl5tJxBiUgvNqL+sPKdVK+oxLLLvgRitnE5XfXYeeBFBAK2qK71hAOvn7ce9fu7oNJ8/9awM5FfV84/Xf5rAGHxxGg04vzzz8crr7yC5557DlVVVVi9ejXmzZO3LV1++eV466238Oabb8LpdGLhwoX485///L3n1RVlwjiapHlLGTEFQbsVpsIhYBjZ4JszdJj1J4VZh9PokDXjKmR1Fy2JqADe50WwtQGGAuV8jEoF84TJMI0eh0ivIhDF90+F2ixPDgzDIH/yNUjI6AO1XpmAGIZBnqYXqIdlkXX5LWBWfwFDn34AKpDax4jZfx+GsJ8nvGK1zghR4BH02JAI+bxGQzqSzcXRAWrM6Qtjjtzn2BVkgiUbBcNnR/NrDMMgd1ofZE3MRcgZBMxKH6+fP4MA0rBaDVLn3EjsXdZoTUjNHAp9DH2gJIowXTAZ+pFKqTZOzWLqoyORNzYdeRMyUP2+DPQZnXmlchwAFafFxL53obdo+2TCPHOcQvIwaDgSh48hDDDDMEjNH4WknKHw2ckV1X13kxGXGX8bi+QiM9T67lKTGhWyrp8I44AsJPRTWJlEkUf/QVcSe4Ujja3grV0QY3iLUwpNuOTvI4h3lZIxGCkZg6l7SeozHJxGSecwLIPMy0YhaWJfRFx+aJKN0GeYMOpJmeBBjEm96M0aXPXSeHg6g2C60fG804c+f78BugIFmavRsnjwlUKE/Mqx5mQOd/45HcZELnrdxClDkDhlCMJWB6TuaIEhPwWWEXnIvITEQqRq86lQeaSlHeEmK3ibE6oUC5IKTLhv69VR1q0e0amMGJis5PpVOhVSBqYgf2o+wXbGhwXcPm8CYVQ0mgSMGHEn9RzNU6dBHcMKZTClI6tgAhKTZPwAw7DQDx8I/fCBiFg7IYbCYLUaqLUJKB52FQoGXkxENc65PBnnXK58xxqNCQUF05CZOTr63bEsh2RzEXQxCHpADu9n/uNBsDolH84wLNLzxwIMQ4zBfqlTiWMZloXl2kvBmRSCE22CCtf/exg8nUqkIXlQKgbeOAS55yh4DZMxGwOKZiMjTalild4vEdMeGohR19DkNr/Kf4/81wDCemT//v1RQBgAOJ1OPP3009i7dy8MBgMeeughXHutDMQIBoP417/+hY0bN4JhGNx+++1RVph4MnUTbbhtPmVS7mHcCdQkUu3EOCCvxEp5gpAkCULID5VOnqCz19F7B/l0+pyq5+iyeCcr6PKJs8YqpRJFQQTLsXggbRvV7p4nZBYjURSiKPGhj9Dh6HjAGgDY9DiNeO24kwb6FMVhIpqYrEQwegz7rjvHEL8BoHIOnXZ4f8YnlO53n99D6QqXOOP2+9wFNKBsw2NTKZ2jPw0c8xTTYb1rphygdMcepuscd/6FDh+7GuRJWQwGAYYBq9Vi8xWvUO0u2PkwpQOAovfo76xtyvenagAg7QIaEMY9TwOKNKX1lK7zcpplzZ9JhxX5kXJURRIEYrvdhUV0JZ+p5gqEQyL4sASDSW771l9vpNo9/8r7lG6SVqAYx6b9kS4ZGU6g+3jzo3I6Kfa7awubKR0AlN1K14tm/PR7VX9K4zNGWWiWt1Vv02DCiffR32f1fT2OsdKfmQto4ODCuRdF/x/bNuPjo3S/dVrq/ireoCOJFw8up3TvjVlA6X4O+dtxuiTnj5Hnhy/9mXryvyf/dSvnCRMmRA0zAFgsFrzxxhtx2+p0OjzzzDN45plnfpZr92bcOR2TWOykBMiTR+xK50xF4nmE6pugzkwHZ1RWZHxIoHim48nPyTTVIxGbGyqL8QexEvW+frz+hGobwSYYfhBbUsTlgNqc9L3tfoiIfBhC0A+10fKd7U7HiHU6tq3ewup+2PcQaeuCJEnQZCtbsX4IG1ePhO2dUJuTiEIVP6dIkoRgSwM4QwLUScq7inQ4AUmCJvu7359Gy0LTCzz9Q+/vdG16G+0eEflw91ax0x//U8eGJEng/RGIYR7aXvvpJVGKRikAgA/6IIQC0JrJZxMJ8lDryPf0Xff4Q8ZRb/klxv6ZyHcVr/hVvlvOyicnRgRY1ykrSsEbQKTTBSlCrqI8+/eDd5FglOCp6rjsRl1HaYYpZ6AFvjC9JUQQI9EJxttgR6CdBG95tu1Bx8vvgrcpx7YcasfyezZQ6PFjR8KoPqWAa3z2FtTs/jxabq5H2g61IWD/7nrVghBGwNtFga0AoOvzzWh+5jOZQAGA61QnAlaaycjTGYStQclZ+4I2tHSSKwd/STna//0OwnX0yqOushezmd+P5vnvwHlAqVMbDLuI8KnAi9jwWgWCXhpk5HW1oqtNftcRrwvVC16B7chOql2kswuBsoro76OfV6FyPdk/h6sOx09+QejECA/b2sM0u1UkAu/+QwiUK+cMBnsxajW3o/Xv78C3u0Q5ThJx8tQShMPKMxQjYYTtnQQYsEdaVixA09cfQuS7mchKmxHqIhHBHk9LXDS5INFob1Hg4W45hZBH/vYYhkHb6i/QtvoLYuJ3bz6E5r99gIhV+UYlSUL1hnrYqhzUeXskEvKh+vBXiPTaEeD3ij8YPd5ZexBykkMRr7UOVavfIXYgfPzgURxaoeBVJFFC40E6WiVJEgJhJ6Gz+k7BGSTz5wf+uholL2yhjl/7r1K0lsvHiwKP2vUfoXGHwuMs8iI2P7UHB989Rh3bu9QsAJzaY8Puz8lvT+Qj8Hc2I+x1Uu2JdpJAPEcxFIZ3+yGKtU+SJDTvbyMK1/wS8kuVjDwb5KwzzrwvhLK/LSFq8rJaDbqW7MbJ655H43NfRD9uzmBA29tvI9LVFdNWi64PF0DwKBOgt6kKtlKyyHlY8KPBeZioB+31WXHw2PvYf0QpwKBLM+LIYyux/6Gv4W+VHQHj1ElQ5+dA9Cp9NGYaoDNrUb2+nriO0yHA74tBdrqsCLjaUbX9E4LJSIiI2Pa3HQqy2hrAM6PWYOFvD8DZFuhuE8LhHa+iZNfbcDsU2tFQUwd8JTUwThoS5ds25Jix7+ElOPHyFkS88oTYXuXGR7/Zg4QUZakUCntgtZfB7lb6rR8xCNqBxWBiQFWiKGH1Igfef7YdfES5n861K8AlGMHpdNH34gvZcLD6EwRCTgBA0B1BR40HS/9+DAG3bKQkSURbwz6cPLIA7S2yc6AymJA8YgqclUejho63O9D58SK0/ecNqLPlXLIkSogEBOyffxLNR2Iq/OjTEOH9UcQ7IJeXdB+sQsvcb6M52WBNHdpefRu2hV8RBv9YSQQbNyjOhyY3A4kXTyLec4QPgGXVqKr9VlkhqtTwVJ1A5auPo/rd56J9D1ibwfs9SJl0PliVHLLXZZlx5P7PUPXGJvA++b1UV3+LQ4fmwmYj96zXB44TBtpjrUHlqjdQvf59BByK0dBm5sIyitxPLAkizJdMgDpTzsGGvRHs+s8h7H3jKJr2W7vfgYS9a+x4eHopju+Sx0Eo4ETA04GKvR8j6FPSI6Io4S+3t6K1kXSw5i8iHcCg14amktVE9CLo6kTDts+hTkgEH7NLQa3nUDQ2pmIYy+DkmgZs/veR6A4HQeRxvHkFghHSQWYZDmFRGT8MwyB/1iAY8yxEu/INreis8yDklZ8jy6mQNfYiAozJqlgMvLwIbUfpgjoVTd+CFxSHIujjsfn9Woi8FEViu+pOoPKL/6Dq69cQtCspsw6hCWIvitmWcBXCktJvVqtBuKkNbU++jUC5DBx1Nrix5sHNaDvSTqz4fwkRwZ7Rv7NZ/uvC2r+0+Bts8NV1oc89MWw9ag5Zcy6FrjADjEYVXSHoiorAO13wHjqExJyZYBgGbEICBJcbnl37kFR0ESRJRFfJDooQX83qMCLrckJnTMjEmOH3wOtrj15DZdBg5DOXovKdndCmJABugNWokXbfbYi0KWAyc64Js96aAXu1kzjnpHN0iL10auEYpBaOgSSJhLess+gQsAfkbSlDgcQMHW6ZOx5Fk1KjfVFrjRg64R6YkwuJVZLgDaDwzYfAJSihWnWCBn3vmAD3qQ6ojbIx9jvCKJqYCp1Rye0mJ/ZBcmIfYlsJwzBIvvUq8F3KqotlGcy+JQmzb1EmUyEQgGXCFOhyZYALUyXfe4qpCIGQE5puKtKEZC1ufXucfEy388EwLLIKJiKrYKJyXZZF6uipMBUNRtjVBV1qNjiLGYLLDcvFF0SLMTAsgwn3DMKEewYh6FZWnFqNEaOH3olQmJzIE8f1Q+fyfQh3ugAkQ1dciOy/PgrB64Po86GnlOfgISrwvRarlmvOh3eHElnQqBMwsN8V4IUQRIkHx6jBMAxSJsyANi0T/sYasGpN9/PxoeiuP4HTK6kPbaoJudePQ9jmhSpBfi+DB18PjSaRCnlmafuCidmuYsosxsAr/oCgwwpOZ0BPVxMKB8A0iMy5awsyYTpHKRKjMapx7l/H4dy/jlOeN8Ng0qxk9B9thClZnmqMlhwMn/E7AOS+e2Mihzv/kILUDHIc3X0LidWwNx2nxhrDchh8/WOU/rx7CpHcq0Lc0CsKcWKFgo9gGAZmQzbMBpLAI01fRG3ryj6/PzS98sx5I5MxeGY2oTPl9EfET34jOWMzMf2piYj4I1AblPFh1GcgFPFA1Y32lgQJ980fAy4GMGcuHIrEgkFw1ZYiIYbFMJ2jK2plqPsQ7GkAkDhrGvz7TwDduygMKTpIEjD0poHU8b/Kf4+cdcY5cXA2xn56DzgdDQ5KumiMnGPr3j3BGY3I/etfoEpJQU+EhbOYkf30X6FKTQaquikdL70DfK/BeLq8JMtwRO1eAEjIS8LIZ2cTCFZVajK4FDLPyjAMUvqROo02vufLMCyYmPMl90vCVV9e0T1By9sqiien9TqGgSWFZhQyDIqP6sy9ZBCkGKrIwvGp6DMuPqNRb+5wdUYqVGnJcdv2CKfXg8ulmcIAIDd1dPxjVN/vbWstSi6QYVmk33cHGK0mbltdIqlnWRX0veoYm88djOSZo8BwLIIx1NmcMYHADJhMdN8YloVx2hhK3zNZx4qxaBASCpUJ1VhIg7gAIOfq0cSKSNsLOdwjBo4GKTIMA32yvP2oxzibh42lqpeZpo38wfnNlKz4z5btZUwHj/r+PH32oBnI6DeF0GlN8b+j7IE0S1z2yBRkj0iJPh+W4dAnhS4RyDAM1BzZH07DIX0iORZM6fH7nNSX/j5T+loo3eB8kkFLnxi/Mh3DcrD0HRn3b7GiYen+qJISkfX8w+ASZbS3xqjBrLfPI1Dwv5QIZ3lo+kzkrDLO+SZ5pSZolFKH1+XStWTL8nrT4DWj4areRqcVYld81LP1DpnHlkBX7qHzcIIoD46IJwhVghaSyCCP4C2Rjz28Q+HF7UFiv/oIPYit0+SVCG9zgDMnglFx2JG7g2o3ozR+iTRTA12r93eD6fzsqkuUiYeBnP1bfe50ql2yi2Zemj6suz50N+ocAP72PI3M5i+gEbPTFx6idACQoXZRuife/ITSvdKfLgeaxdEAu3W/n0SVB3zso6+odhaOrlf8nw9up3SLpo+ldP3/Ez//H1tru0eM3QZfkiRIogCWU+G2B2iK2XlLLyLqcwNAcXUj1c49VUYoi0IEbHeZUm8BQ4Edue5XwDBsNMWbZo7PcFVik8cM7wlCZZINRN3l9L1Yf08bhN+su0/uTzAEsCxYjRpF/ekdD+2zYley8v/7vU7n0j/5iKbazd5KfyMAIL1F6/9YsJ7SFavp8fubP/yR0t3wT7r+cIWXpicN5MpOW+zOiitMx6l2q+oUzv5YMGLjo6PBe91QGRUHK29TnFrbbvn9ckgCujMEB+aNotvRgPmfRc72vPGZyFkZ1G/Z04xvb1sObxs50TistEEQBRF+23cDqYD4VIj2CnpLjj/kgN1LViYqeXw5Sp9VcozhkBd8hL4mH/bj1LYPEfI5ieu2H1OMoL+kHK1PvoRQVfwi7VS/BRERl5Lz5MUwTrauQ5inuZaJ4ySJYoOS+xiAt5O8vxBPGjHroTYcfHU/2cZti4KaekRw+yB44/fD2RYg2JFO7nXhqxfoe963yYOgnwa4fZdIkoiW1Yvga6ii/lZ73IujW+iJOhQgryGJAtz2+ujv3kxOip5HVdsWglAFkEP6gdpa4rvqOLgBHQc3Eu3CAQEddb7oMW1ffoZwF53btPqriffV1XwMh9Y+T4D/OtetgOvIfupYIRSEq1zZuhNxBxBopoGOYYcPJffOh+OAQooT4N0ICfQ79JWXQfCSxsS57Fs4vlpO6CRJQjgGHxI81QDBR46NcMQfn8ZWEOBrrCL+1tx1GM1dJEBRCPPo3Esy2Pk89Ba77xKKsU6UCDY4AAi6gvBayTmn6dRmtNTs+E4wnMfZhAPb/4NQwBm9VseWVWha/CF1Xa+fBLx59x6E7+BRimXv/0p+LRn50+WsvHtfmxfJA1ORkCl7rwEPj6X/rsKerxRkJx8ScPjD4/hkxmIceLskqvfzLpTY1sIXcRLntAr1xO+Q2wbrPrJ8pSBGcLJ5LVx+cj+qJEjIvXy4kodW6XBy7yc4ue+zKGhGkiTU7VsMIRxA2O/svkYI2x7fhq4Ywnxtvz7Q9SuC/+gJsn8dPNZsUCY555F6lNw7H8fmfAwhhuubY1TwBNqh5pTSlIuerMSbdx5Dex3JolVh3wZ/zHPwtNeibPWrUGnJrSb1zkMIRJQVirfNi+ZdTajboEyIrUfWomTB46jbthARv+ziM1o1OucuRuNDL8L+5XqZVtMWwvJ/nsDOT+rAxoRujUkqglADAFx2His+tcPRRU6SzSLJqAYATrFTYSHzeRFsb0Hjkg/griQRths+s8Jar9QyDgVELHylHX++VrkXQYjg5KEF0ckUAErXtODFc9dj42snEY6pG2z3NiAYdqNnaco7nWhf8Bkanvo7Or9SENKOU0fQeXQbeL8boiDfT8XOTrx61R5smSdfO9xhhb+mEk3vvQ5fJbmX1RZsIHKR5rS+4FSaKBucGA4h2NqI9lVfw75jk/IsQkE0ffm+XG+xW1QmHRo/3oETf1gEx37lWXZuPAFtRiJ0OUqY2RXpQFdIWb1LPI+ulcvh3LwJnFEJOwfKT8G3/zAYloXoDyBgdeHwbxdh380fItCsOEOcKQEtf3wVXfOXge+S9XXWndhX/j4cnu6oDB9B5/5NOPXhs+CDfiL87gt2Qa+xRH+LvIATz36LsIN0IA7v8GHB650QeMWQVZ/i8cqLHuXZCBE0nliLAyueROWeT+V3EBDw9d9K8ckDigMQ8UVw9P2jWP/b9dBZlLAzHwmio+lwd4Sm+/3zEt5724tDB5QxmZCYDZZVgYmmhhjoMnLBe1zwVpHvud1+Al1OhTbWe/Awuj79HB1vz0OkXXba+IAXtes/wvFPn0TDdjoi9Kv8d8hZFdbuEWOuCf2vGxQdtNoEDuGAgAvvV/JJKi2HMfcMR9+LChFyhxAokfUGlRkDLedCyyZAgrJ6yOT6ENfoLNkGkSdDbpIkYlTRjWB75aNzLhuG5FEKuIPlVOg35gZUH/0Gaq0JIgA+5EXuiEugN/cwHp2At9WLroouTPyLAnriEgxI+92d8GzdQ3jImekqzJqpvG5dlgXaTDOKH70YmmSFeYhhWAzOmRV9NgzDYMi5ySgcZYY5jcwdZib0B9s94UuSCHtDCXSmVOgSyVy2SZOGEO+FXi3nPvte1g/Fs/rCVtGlsGX1G4+0QVOQkN6n+9pBsFoNMv54KzreXgx1ZgoYJgiDRYOAO4LLniCZtXIHGDD9pkxCx3IMnv80nzDiAJDL0sQMFjam5KMxEX3vfVzewuSyRwuJCLyE6/+Uj+RM5Tlo9Sxu/WMGrrhbSXv43W3wOJvQd8Q1UV3xpDTc+MY4FIwm86MGbRKG5l+hOGYWC9JvvQ2hpukIW2XEtCSK0BgtGHzPs2Bj9jMPPDcNf12bimA3UlhfUIi+T/4bYigEwecl3n8/82TCSKm1CRg48Q5565EOYDVa5N/7e0g8j7DDBikSBqCF89g+BFobkDVLIQ9hGAZFj1yEk49/BZVRMTbaNBOGvnoLsRc+U9+XWLGH29rg2bcXybMui+okSYIUDiPnX38Da5CdQk1yAjTJCRjwp5kwFinvRp2VCvOV0+HdcQRcUiIAAQUZk9Ev98LouGJVavB+D/RZBTD3J4Fs2ckjYDIo34mztBVdBxrQ52Yy7zzxAiNcdp4AW/btr8Ktv1GoNTlOjfyhlyApaxD4kGzcNXoOlmw9Lv59f2gM8rtSGVTwtHow/I7hUMXscw4HXRhx7oPQ6JTQtErF4K77EmJ9IbAsh35Dr47iNhiGQeKQUUgoHghfjcJbLh+vh9vXjFRLX0iShLQ7bwWj4sCo1ED37gi1wYTCmXegs3QnVHojfkk522syn4mclcY5byoJ6mBZBjf8c0BcgIs5zwTAhNhArY6TP+jY4FDvY7MnX46UIeT2k3ggHwDIvoSub6tLSMaQyXeDYTmIANQ6E9Q6EuCSMjAFV35xJdR6Mv/McBwSL6DZvojzZ1kw8B9XxyUVMepI8oSRM9OoNgCQqleeI8OwyB93FYQwHcLMTqQpKhmWQepg5byJOf2pNoBMhZr+8A3dlKD7wHIMbnyZBiMxDIP8QWQNT5P5zHiDWbUGulRlIudUDGGYiWtZlKFkSsrH2PP+Gi27CQDGVC2MqfT7N2hpMBPDMNDl50OX341SZ1kkZNNAvZ62ehP5/lmtFqyWvJaGo+sBJ1iyKR2jUkGb1u0ABoHkcdNgyCuGJpn8BtSJegx56SZwBuU6qTPo9wwAKlbpnzYvD3l/fYLYRscwDAwjSSpQTqPC0H9eHvf7TJw5CcZJI7rz4wJ0Ghr4lTn9SggBGhMQa5gBIHlUHqZ+fS9YLTkVarQsLruNfjcZmfQ3ZUrpQ/y+8EGSGphhGEz52xSwvSpIGUxkjezotTVx5qGkPpSO0+mROIQEnhVkKjWaGYYBZ0rofVj331ikD5/2i4e4f805/3Q5q4zzrqq+lG6n0A2OCUcAXgBr0GH9eW9S7R7OpmlB+y2j668CwIX6WECJDPL4IJ0Gqfwpexule2n0VTG/5Ilg2sUlVLuGKbE5MXmFPkCiKf3+PHZC9P89ALWEp+IPWH8hPYEveJqux/rmtrco3YN//x0YMFBpEqJei2tUOtVOE6KNt6WazvXrXIph6wHCNAxOIe6jR7ZfUEgdf/IFepvJn07QYJ1PaumC81x3MyHoB6eTQ/Qf338F3S5Ik3ho1D2rRAaA/P9CLZ0D3uuNX9q0cAWNNWi6gKbv/KKeBpl9dhv93VZcT4ORbjGtonRtcfLCU7fKW54wOA2B7m8s7XUlQhDrErBhOq8vptCOTN9naNDTlL00sHJJ3UhKp6lRvk9JMoDpYlD5QBwHTOp5B1r0vIPaVBqZDgAFz2jQc4aeO5hzPc3d/rvpNEjM3YeDKPCQ+Ag4rdy35DggwfZgt/MQg2c791maqvOWsjsoXcclHCRRhODxgDMkRHkGBr5Dk6nMWkbjBW5NpOuxf3ZevC1Uf4ijO3M52/PGZyJn7ZPj7S4Inhjyh6Y2tPz+X/AdUCaP04F4InyA2Pzvt8efaFf9pxJ1R5R8WcRpR6ClgWrX1Uwf7z5G8/FKkoTyxZWI+H98fVxJkrD5Hwfgbu3FHuWzIhwhJ5Rw0ANnZzWhEyIhBH00CChWIkEfAnEQ2q52EpTTdbQF9StOUO2o84V8KNs5D+11yqQjhAVseWo3Qh4apdt7FRAsq46W5+sRWwtt/AL1HRBjKmlJkgTrrtWo/OR56pyVlStgtZZEf4siTxFBAEA47EVNHe0MNFacBrwUWyIw6IjL0iaGQgjbOqPtQ1Yn1Sae8D+wjnTvfgCAZ8t++I9WUO28LprH2+ejDcaPkd4gKsEfgucIjQ/wVZ2E4Fe+2XCzFbyDRl1LoohgL2CkJEkItTRFOQDCYR/KT36NSCQWdFaDcHMrddyWD+txZI2CIucDPtR+9iqsW5YTbasOu7DmPZr9rnNfPXkftiAiAfK785xoIspwAkCotg6tz74I9zZ650VvEQUJB1daqfdIsIYJEmoOnZ7F7eeUX0tG/nQ5q4yzJEnw7S9F+38+hv3jFWCNiiceabKCS7FAN1AJHzrsIr5YQBquTkclKurXgGUUj93V6MbSO9fj1No6gg6vYmcXEpKU1YMq0YzWLz9GoKmeOOfSV+oR7lWT2XVwLzzHlZWwyIvY8c892P/mYbQfU1ZiYSkIr+gkjhUkHl6JnKxaDnWg5XAHXM3K/Tg9jThauRDtNsVQdrWW4si2V1BXtlrOBUoSbE3HcGLzWzGl9oDSIyG89qwDbpcykai0BtTsXAB3G4lybju1E0GPPHFLkgTrjhqUvbkTLZuVdp1d5Thc8gHqGrZEySnU2gRoDRYIEcV58bT54GrwoOSTMuIaft6NEud6CJLiuEiShPZn30WkQ1mZffBgKd6+s4QEt3EsyufMQ+faIxAjgkxM0X8kRIGnanwHAnbo9Uq4k2FYlFcvR13zdoIis6XtALy+NsLx2bTQipfurkBXi9Kuw1eD3U2fISLG1CUPOXEqhiEs2NoE6/Iv0fD+K2C1uu7rMvCdbEb5A/PQ9vlOCAH5nPYuAS8+YcPWtcp1P3++AS/dUY76MvJb7s2+BQBrVgcRCPSUmhTgXr8bna99BueyzdHcOwDYOsphbTpIHOty1KG+TqG3lCQJVmcZ9lV/BJtXAcw5hQ44BMWQR4ICdnxYjUW/PQDCpogSmt/5NnpvgFwr3brsC7CamHGVYkH7v96BZ9s+SKIISRThP3Qc1n++Ab773UuCAM/Rw2h55w34ysuiW8ZYVoVg0Am3WzGm7q270Pav19Dx7scIt7RFn7day8LWqHwPKn0CEvsNgxAiHT69UYXGMtIJjniCqHh3NzE/qPUqfH7vLnTVyO9B8IVQ9c9vcOz2d9D2zf5ozXBtUSFYnRbaIiVCJIgRVHXuwLEWsvbzunfqsfXTJviditHfsy+E1jbl3bVVefHBb49h3dzaXzys/av8dDmrwtoMw0D0+BBp7UTWP38LhmGieWMxFEb6X+6JbtQHgJRUDikpbPQDliQRdnct0pMGEefNGpmOjKGp8NuUMn2iKOHyxwYgvVAJITMsB01KKtpXfoW8u+WQod/No6slCFtLCFnFSvhSk5KKzm+XQ5cn5x3D3jBG3zcCU5+aDIZl0AB54GoYHTRML7IERgVjT23HnvvjRdz89SVQ61U4+bGs02uTcO6oP0T3TkqShMSUQow9/69gup0PUYigo3Y/krIHQ6VRjHN2ngrX3W5EopksyWhM7YPGI6swaOZvwUELPhKEu6MarvYq6BMzwDAMhj4yFQPvmwRXZWd0AkpISEdm+ghkZ40jQtZ9hl8OR5uCSLUUJOKqTy9G0+5WCBEBnFrup0GViFFJZOpAN7AIgsMFx6LVSPvdrZAkCXPeHwFTipogK9HlpcI8vi+61pYgeZqc/9en5yJv5k3gfS6oYhi4cnLGwWxWiFEYhkVR3gzUN+8Ax2kgdj9Hc2IB+uTPiN6LKEqYcmUqLriVzHmmJxTDosuCilWMjV6Xgi57BfJzpkCvSwLDcfCUH0P29XdAFYNwTp4xFL7KVgTqO8Hp5eOTUzk88lQSgn5l0r3w9kxY0jXQG7+bfQsA+vVTIRKRoNczYDgO2c//Tt7S5vZC9AXRE8zWaBPRVLcdqZlDo06b0ZSFshNfIDNrDHQ6MxiGQaZlCIy6DGjVyjM0s2kkOE3Hwd7ow/QH+kOboExJkiQh0uFC57K9yLxZzo92rFsOIeCXAU7dwup1MIwdBuc3a6Eb1BecxQLvroNg1CokTOrOybIsAjVVkHgeSTMuiB6rUmkxYvhv4HY3R3WJ06fAfNEMqFJTwCYoY3LyTbmoOegknlfapJno3Edub8sdkIDzbyfz+f5WN7yNDnTuq0f6ZNnIagwqpPc3o2xtM6Y+OAicXoP8+y+AcVAOtNlJCiiTZZEwYRy0BUqqhmPVKE49B+6gNdpOiIgYOzsDlz5MpnkmT9RCEJTvIWegCf/ePw0BNw8hIkEVJ8f9c8mvJCQ/Xc4q4wwApgsmQje8PzizsZd+ElVtCgBmXqoYJIZh0T//YvQm3QeACQ+OABdTMYplGQyYQlfsSb3gsm6uaPm8hkQVnlg8kmpnHjcJlonnQp2UAqAJOosOOssPu8d4kj+Jzj1qewFpGIaBRks+F06lwcBz76H2XaekcQDo55U17HyodUaZ3CIsgWVVGH7Rn6DWkedV6dVIGalMYAZ9Kgx6+nmp1Dqk5o2k+pl/Tm+iGFoYFYe0R38DdVY6GI6TGdAy4oPysm4+FwzHgjNoo7lHc7+RBEcyAKSm0uA9gy4Zg4qVnDTDMEhOIhHhLMtAb4w/3DQcmVPWaoyYNPbRaHRGm5GNgjl/hCaZfj45d58PMUiG7nU6FrFFsbKKaCzB6WTAwF7gQpUKqmQzVMmks5eWNQIZuWMJli+jKRsTJv2JYv7qDTCMB7y8/OnhRG1wQK6hXfjsLUgYkBM9Lv2Sq2AaMoI6h+mCc2C68Fy5nxKDtN/dCd7aGSVkYRgGadfcgEhXJxgV+R44ToOkJCViphtAY1MAmX2u/yQSJMZwHFInXEC17T+OfF76TBPO/fhmJOSTxCwX/GU41Lru+tkci9QLhiGemC88j+o3y7Cw6JUxxKlZpBfGLy/KcTSA0mCOz0b2c8qvOeefLv919Zx/SRn+yGuUzj2QzheeP1YJ8/aAj+5Io5my/nkbDRwBAO4oDcJ46DidQ/aJtKFY3D6O0tV/StecjeMfwDGMVk6fSOd2iw00QAkAvqkfSeky/0rnK//x7eeU7tavfqd0jefBqFQoWkKzSfFGekLQlNJ5+Pr3aGfCsJ5G5QLAdb/bROluN9PguLvHXEXphMJMStc6nb7O2of+Q+nuuukhujNxhpM/W9f9JwXI5uzLUToAWPEAfZ1bnvgTfe2/r6R0yy+bQOmarqKfY1IVDWSzDaYdh+ST9NhIeLiZ0gHAwn6LKd1ts+6mdA8sofv9/swLKZ3YReMb6ub3kaNYghhFe1/Rj65Xvu01GuRnaqTrMQNA0wP0s1gwfj6le7mFBnR677JQuni1oNsvkSMtsaxzGg/9nXRdITvAYjgCViOPk7Rl8R0rNkIf30L7CPjH+Uso3etv0AyBJXN/GUDYbftp9r8fIwsmfPgz9eR/T85qt4YqoxbhiWpTkiRh97/2wtNK6k4nokgP9N4S8NETXl2ZH2119KAO2pT8lhAJUeXiRD6CiI/MLYvBIMRIfMBYR2kH3M10nlGMCXn5a6wQw/R9xFbO6RGvmy7zF2prRdunH0MMKvfTu1BErPwQ3zBstcto+m7xdTRQx7k7gz85fxYPfAUAIXsHws74FK2xYnNUob2zlDhPY8sedNkro78jYT9O7V0AIaaUZ6jLivaNy057/R8qsffNi2HY/PXUsxB5Hvaju6ORAEmS4HfT4L3eEvB0oK2GrLj2c/jzJ/Z7iVArAESE+MDKWLEt2gjXZppy19nig9AL+Bb2uxHykO+voWE72tpoR1nw+IlvTJIkWFuUcRB2B3H87b3Rqm49Eg8MCABBPmbOEEU07VqK2vUf09eNBGFrJIluWp7+EB3vLKXmp97id9MUp/6SE9/7fiRJQt2a+ahZ8e4vv5XqV0DYT5azzjiHHB1oXLcAlZ8+j5YtsrcfrKqFbdHXsL72DhE6sp+yo35rA5y1zqju7edsWDDXgVBIHqSSJKHLfgrHT34BoRedZUukhpp4F75KI1rXf9aB0t2K0fQ0OnHwH5vQukNBmrIqDRp3fIWO49ujEyyrUqN573K0HlwDvhuUwqhU6PjwE3R89Cm8Bw9HAShNu5qw/sH1KP1MXmkEvRHsXVSHxX85SiBkpYiA2qc+B+8lw9jVnXTk4PVn7Ni1WWkn8Tw6Fn+BcFsrQSFZ17oDEV5pFwq5UFm5HPv3vQqfTzEQ9nArvLyyYhJ8AXR8uh5dCzdFVxIA4GtvQMue5cSztTX6se6VSmKy8ftFvPyKh0DdS5KERj85gQVCTpyoXgKbszqqF8MhNC/7hOCpliQJa1YHsXcv6ah02Svh8bYSxU78wS7wMcYm4LLCa2+ErakkqnOVHYHj8C50bF1NnG/+PB+2bFSOFQUeLcfWo3LT+6jfvwSSJEIUJRxe24lPH6uELwb8w4BBjX0fsRoPdraibsFrsG5cgmCHjEJmGAa1x1cg4JW3A4qRMKzrl6JhwVy0rfkKYli+R3tbGepLV8HVpQC6wg4/Sp5cjRP/Wo+uA/VRfVMzj63blGcjiBGUNi5HbftOgp7U6+Lx3pMtcHYquogYwmHrUjiCJArcxiu/eZcPwdo22Bdvi9YVB+T3svGZwwTYSpIkNOz9mqjvDMiI8p5HI0kS/GV1sL7xNTo//ja6TQkAThwJ4/2XndHvwVHZhbqVFaj8jIzIeENdaHCQnO+SJOKYfV2UfIVhWRjSchFykRGroKcLZRvfQu2+LwnQo2B3QT+0CAwnb6NqKFmFk9s/QGvFNgKU13RyE7wOEhXuP3oc/hIlmsCHRayd34qX7ihHe4N8DYZhoE3OgNqUFDfF8Kv8d8hZZ5y1SenInnoVkgaPhz5DDjdFWq3wHTqGlJuvBatXknWeFi+uXHgZ8s7Jjepuut+Cm+63QKvteXQSOm1lSE0eALWKDEFlqQqJCdveEUHNCXorz7RrUjDzVnlPsCRJqF95Eu46O/pcpgDPGIZB2pApaNm/Ep42ZXtJ5qgL0X58G1wNcviaUamQdsuNCDU0IdzWBoZlIPIiVDoVrlp8FSY/JhOjaAwqVGxtx5TfFEEXQ2Jh6JeFQG07Wt7fEJ3sRJGHK9CKiKD0PRyS8ODjSTg3Zg9uoLYGSTMuQMHjf4cuN6/7fkTY3XVweZVJVqs1o6hoJnJzJ0MXk0g3qpIQjkEtuzYdgWPlXiRfQxKqGLOK0Fm2C/ZKBS2cNcCEfV81wlqprNINBhZ/+qOJYAhjGAZqVgsRyqrEoEuG2ZgLX7ArOlm1b1uFUJeVKMfIMAwuuVSLYcPI0LwlsQDFfWYSurSUwUi2KLnLxLQijJj5R4gxK+f0aZei78P/gC49B2GHsmf+7vsScN6FynfIcipkD78Q5myZKIdhWLAsg8YyD8bNToMxSekPx6oxMHVG9LckSRDDYWTNvBaFtz0KdaKS81RpDKgpWSYX01BrELF3QpuShsyLrwWrkVMuOf1nYMzFTyASVGgrtckJGPT7GfDUdAExq5u8XBUGDVQMHMuoYDHkoSBtIriYqmRuh4AXv+mLlEyl35IkYFzW9UjSkVgCNgbXoDInIOfJ25Hx8NXwH1echcb9HWjY30FkFBwNx+FqLqeMT3JyMdLTFdYw38EKBE42IO3OS4m2yWksnnwlRSlcMy4Xs1beioScxGj9cgAwadNh9zciEhNZ4qUIRqXMJshXkvuPg7kPiVfgQz4UT7oZIy97AiynAAITxg2GaepIALJh58MBWDIHIGvANMJZVOuMqDmyhIjGSKIIx+IVEP3yWFVpWFx4WyamXpcOS7rSn6R+o2DMiZ9b/zlFlJgz+vddUl5ejmuvvRYjR47EFVdcgZKSkrjtZs+ejREjRmDUqFEYNWoUZs2aFf3bnj17MHv2bIwcORI333wz6up+WE2C/ws56wBhAKAyGJE+Ts5zuSHAOHUStEUF0OSSCMs+59GlElPTyUfGMCwGFF8Wt0Rkb5rO5HQ1XviKZnoaNF7JcTIMg6EPTkSgYxhRQhIAEvMHo/+VjyAhLT+ac9anZGPglY9Cl5wFZ3c7LtGEjPvvhjorE0AZWBWLrLFk7pFlGdz27nioerEWMRyLgseuhqE4sxt5LoO6JhSS1ZY0WgYaLQn8MfSnSxgyDItJw34L9ApRqdUG5OROJHQaVo/kGER40uxJ0PXLha6Q7Ls+ORtFM+9EYr7ivOiMajy+ZQbhaJxOsnR0Dj83YzxiE/lpk2dCm5YVrZ3cIyzLwGgk7yUjjQbxJJuLKcOg0uiRWUyyxqmNiTAPpUtG9haGYZE5eDoBULviD4UUNSkAJOoyYo5jYMjp06uFvGLtM+RSqNS6aB406/KbwRmMVL81OhNSc3vVc05JwNg3ro3W8u6RzBgGLYZhkJdK31t2Hxpr0RsU1yNJKhITwDAMEkaSRiV/Qjru/fYScCql30n5w9Dvwvug0pP4gYyMkdGxyjAMUm+/CInnjQZnIq+fk09/RyqdGvkXkd8OwzAYmX0ViT5n6ftjGAZZYy8hdMbU+KVYU269iPhdOPYaCmQHANl9p4IdcAE4TulrwvgxSBg/GoiJAKo0LCbMIkF5upRsaBLjl3f9OeWXAoSFQiHMmTMHc+bMwXXXXYcVK1bggQcewKZNm5CQoDjUwWAQtbW12LVrF5KTSTBfV1cXHnroIbz88ss455xzMG/ePDz00ENYvXr1f0VE4awChA34Bw0Iu/6a7ZRu61NTKJ2rkPZjsrbHL0MXyKEZuIyH6dJ9D+/cSumO+PtQOmuY3vKytYk2MHl/plflM5bTjEyrHz+f0gHAknfo5zPxK7osXnqcyo3zX3iV0s1a+Sile/WSRZTuT8tvA6AAyQCg7xN0XjGylgZvAQDzHI1i9mXT7FRhEz3g9F10vjfz9zTxxZEaeiId9Hc659f8Nv2usp6lJyiuNX4u2/cpXY+3oTqdKudoyJD3LEuCGKW4vKqYftdrPqBpXIPTPd3HKudU71WMWA9ILZjavYUw5r1o7fEnLdW5dkiiRNSRfqA/TZrxxaOzKJ1m3UFKxxpoYx2YQSPlG2fSRmvAB05Kd8ViOi0DALuc9Dhq+Se9okx7kl5RlTTTOwb6/ZFmDUxfQmMuOq6i54imm2nHPetVmkkMAE69TzPE5a+i342hgcaYPLfiM0o3roAGZf4cct2eB87o+K8nvxtXv337djz99NPYtm1bVHfZZZfhgQcewKWXXhrVHT9+HA899BB27KC/xc8//xxr1qzBokXynCQIAiZOnIj58+dj+HC6vOz/tZx1Ye0ese/egrCdzAF5OgKIBGkQhih+NzDju+T7wD6SJKHiqB9eN3kNUZTgd9EsWI46erCF251Evi2eBL08di9qQCT04+5FDAYhhul+AN2kLvb46N0eETxe8M74TkxsxZ9gQwNa33qLAJLF7Y8Q/3l2dZ1Eays9yfsdCtOTJAgIuejJ09VZE630FCsHntqIxvUK8l5weiC46ImWFyOnBQb9EOntH/sauqL7v3sk3NCM1qf/A/+R49FjOhdthnMTDW76oeLaeBidn62PAo8C7U2oXfQanCeUUqe+inI0vfkKBJ9CYCKEgxTxBgA4th5H3TNfItisPOPeIK0eCQZ+OkNVS+1OODpJ1rlABb1DAqCfra0liPrjyhiSRAlhNw12jGUM62nXGwwWvXb5DwuFuhvpccCL8ccWH4cXPFYElwdShPxmIyEfak+shKOjktBLkkThYYLBMwMh/r+Wuro6FBeT2xULCwtRW0uW/iwvL4dKpcINN9yAiRMn4q677kJNjex819bWEufgOA55eXnUOf5fyVlpnJ2H96Jr02p0bVZYmBoOdeHDG7ajbK1sbAQhgrbaPTixex5qjy2TdeEg2vesRcPyD1H79dzohHyqeSOqWjYjEHICkA2yo+MUKo98Dk8MYEOURDT5yoiJnGEYfPC8laoHvOODarjaYsBWkoRjn1dg8S3r0NbNECbxArqW7ELXNzuJFUuHtwZVXTuJPFhXgw+7Pm1A0M1H+9hcvR3Vx5eho+lw9DnU1/PYsEkxkGGrFY1PPY32jz6G5+DB6EQe8jtxasdHKN/8bhR0I0kSVi/zo7FBmTTYBAM63puPYDX5we9e40DV8Zg60jYbIh3t8JeTJfB4KQKPqEzkrSuP4eA9n6Jq7lZ46xQjEAq54HCQK95wwI3mY+uiv4PODlQsfgn1Gz6Dv0OOZAh8GJV7PsHJnR+AD5MGx17WDpUhhuzCaED7Sx8hVEOCcJp9pbD6FbazQJ0VTa8sReN/voFzuwzO8QY6cbJhDZo6DkKMcdiCgg+2EHm+QLMDjZ/2QkgLIgSHC+qcrO7n5YHveB3c2xSkrxARUbm5FWufOQrrSafcLuBF+8ENaFj3KTpLthPGyrP7BAIVTeCdsiHQpmQh4naSeXaOA+90INikrKxYtQbNqxbAdmg7RD6GbtMbRLjdCU26Jaor2WzD3mUknWQw4ERjjcIkBsjfTodEUmbyUgRWvh69pbV+L/wehXxDkiQ4V64hdloIIo/6zr1wB9qIYw+t6cC69xqjTgPDMjj8+j40bSUNbGvDHnRZY7YhMkDp23tRPv8Q/B3KdYJVTXD3Qo/7eRdq3YcQ4BVHjg/yOPQG6TzyYhjHHArFqyRJ8DVWo3H5R/DWkOOgQ2ohniGjVqH9xXfg23skChJTaQxw2xsoTgKbp5YoUytJEv7zdwdOHI2/veznlF8Kre33+6HXkxgfnU6HYBznftiwYXjllVewbds2DB06FPfeey+CwSACgQB1Dr1ej0CAdjz/X8hZZ5wjLgfEUBB5d/8OWVffAoZhIEREiLyEG+dORN+pcr6O49RIyR6G9LwxMKfK3hWn0SF1zAzoswrAsFyUJEKnMSMzeSj0WgsA2fA1VW2GVp+ExGQlHBoW/RAhENSfAHDLI+lIyVCMQFe9F9ver4berIRm/bYgkostuOK982DOlQk9upbtQceCLUi6iMzrpSb0gV5tJkA4ATePu94fA1OanA9jGBbZRVMgCmEEfLboRNenjwpTz1FyZqzBgIThw5EwehQMQ4dGw6ARvwsZ/aag35Rbo9EBhmHQf5AagRh2KoZloS3sg453P0S4RZ58PU4e38xtR+FgZWAYR49G9sO/Q7iFROuy4GBiFRCTPtuC5AlFyLxoCBL6KDmzrKyxMJvJ0HNr6SaEvEr4mNMakDX+EiQNGAtOo4ckSWA5FYaf/3vkDDwPPidpHHKmFyHrnD7Kvag4aApy0P7yR4hYlahLijYP2QlKMQF9YSbSrpmCcJsjGtFQq/TQqBOQlTKcwCK4wu2Qem1a57RqNC0+AOexGKMtCrBcfSnUGXJ1KHVqIgqevxP6QfkIW2WEO6tiUPZtE1KLE5E5yNJ9Lj0cJw9CbUxC6oip0fccsbmhLcpC3j/vgDolsft4FZJGTiYqcRn6DUDWnfch3K6E8BmGReq4GWjfugL2I2S4OP8PV4LVKN/dkHOSsOLVenQ2KJNmXeVaRMLkypBhGFhA5kBVjBqpHBk65iNBZBVMQE6REq4P1dQi3NyCiFVB/nsCVjj9LUjUk3iF5Gwt7n1zCLgYrEXBBUXY9cRm2CsVZy8ppR/Kj30Ov7cz2r+BvxmNupUn0bRB4Z13rduPcAOZ3jCozLBoMwnWt+pVp9BxrJ0wsCpWg/6Jyp5sIehH89rPIUbCMA8hw9YWpBJ5UNagh2HCKNg++gqBkvJoHwsGXgSNjiRAaXeVwxtQvleGYfC3F5NhMP7y0/8vBQjT6/WUIQ4GgzD0SofceOONeOONN5CbmwudTodHH30ULpcLJ0+ejHuOQCBAneP/lZx1gDC1OQnJk2cQOk7NonAiXRZRozMhPV82fD0BKU6rQ/qECyGNOw/YKXvQ+elkLViWVWHQ2NvAqXt5dpwRBQl0LmP0uSR7VmofIx5ZNQ3GmKo+Cal6JKTGnM8PpFw+EZp0C/R9SSAby3DINZPX6TsxmQI5sKwK/UZeTyCIAUCnU9pp0tORdvNNVJ9PB2bpP5AG0iSMGwVd/2Kos+WJ0mRR4eWVAwgADwBosrNhSSPfQ29QXcqEQqRMoKtQsawK2dnke0jvNwmmdKWtxmhG+ojpRBuGYaEzpkBnpMExg+4ZRz0z47mjYRg3FOrMNADypGzS0N+Ork8Gil+6CxIvALsArdqI4uzpVLsMPZ1n1GWaMeCvl8I8VDFM6qxMaPuRbRkVh/TbL5SvAXnSnfXM6GgdYUCmjC26cg7UJvL9c4kGpN9JApQAIHnEFHB6cnLSFxZBm0V+YwkF/ZB7+W9g6qvkgZPOHw6Vsdc3b1Thn+vHQWtQHNKigbMQCdMENRqGBlKpGPJ74lQa5BZPI3SswQDzRRcQW6EsCbkYbriaen/jZtNlGrMm5uKij69E8gAFu2Cy5GHslN/DYFTerTZJj2lzL0dCjuzMSJIEw+gB0ORnUGQyyVplhwcAFJzXBwmZRkiCBCbmuzeple9OpU9An2vvB8OpaFBenGdjmj4JnDEB+pFKqU5LWj9IvfgWBufORm/WIo5jUNTv/4Ih7JcBVhUVFWHhwoWErq6uDrNnk1X0vvrqK+Tl5WHyZBmIKQgCeJ6HVqtFUVER1q1TImuCIKCxsRF9+/7yKPYfImcVIOzynTSjk3UePdEnr6PzV65FFkrn2aisMGIHZ8Z+uvzex5+/TenO/ZZm5SlaTOcurRPogbnnwVco3Utd4ynd4d8MpXT95ldTOgA4+vxoSnfL86spXZqKzrv+Y96tlO6yW3ZRuk2tNKL7wyELKN0VGx8GIG8N6dk+ctNYuiQeABy5l3Z4BB3td057Zx+l2/zncyhd+FGanSpNH6cUoJ8uVJ98F93uhq00gu7lD66ndACQ9xUNzGm8iXaE/Dl0znDDVS9TujsepQF97ttp3MKXI2lWrFmraUDfCzO/pHQA8PTnt1A63kBPLVl76O87kEyDutI30ADKpMX0s7XdR4ME65+mjU7h0/FDuHwSvUqqfZBuV/g+bWRaJ8uOSE9JUwDIX+uk2jGRODiWt2jnpG0l/Z4TG+JjGZy302Mw400aTFhzQ5z1l1agnImG3zwW9zpnKpftfPiMjl91Ll2eFgDC4TDOP/983HfffbjxxhuxYsUKvPLKK9i8eTOx8n3rrbewbt06fPjhh0hKSsLLL7+Mw4cPY8mSJbDZbLjooovwwgsvYPr06Zg3bx7WrVuHVatW/Vegtc+6sHaPdB5ughAiPcyu2kMI++mJ67tEkiR07t+MpuUfEfpgyAWPt/U0R32/iCIPp7P+Jx/fW4IRD8I87TTEk1CABq5EQrQx4ONQCAJAxEse33SkC62l311uMp4Ibi863/wEvO37wUO9AS9Rfa+ogKPZD3vTd4NtTieeOhtRSStWJIFmS+stohD/77ajuxB2xq8NThwfDkHoBRQK1TfAs+/AaY5QJOi1wdmuOJ3hdicanvsSjq0kwrunEllv4e0/HsAlhkLwHI4D7T+NBJzfz1jWIz+mbGpv4FRvtrsfA+YLBMnnIIkCmr/6EIFW2pkgrimGEQg7v/f8rlMlcNd8fznVHhEC35035rvs8GwhnWTe5oT9w2+o5/K/JBqNBh988AHWrFmD8ePHY+HChXj33XdhMBhwzz334L333gMAzJkzB+eccw6uu+46TJo0CY2NjZg7dy5YlkVaWhreeecdvP3225gwYQL27NmDt95667/CMANnqXHuPNSE/X9ejZovFbYfn60JdXu+QmeVsnWBlyJw8zHI02AY1pVHUPvaOpx6dnnU+2QYBoF2ErXc3LIXVbVrqWu/9WYMaMXnh2f7Xti/XAHnsrXEYGlu2oOy44sQiQQgiSKcR/eiY/NKWNcvAe9XznGkJAy3RzGczUdtWPW3Qzj6TR0C3WhvSRJR3rgaHS6lLq8kSTjxTRWOfnYStmqn0ic+jIZScrUsihJWvUEjUtd8TE6mYjiEtg1fI9BCti1d2YD9n56CKMgTv/WbfWh6byNaF+wA71VyPgf3BOFyKvcSqq5H6FQtAsdORnWejgBKVzZg5zvlCHki0fs7UP4B2u29wGR8EDX162PuTcTKfx7H1nfIyIjDVo36qo2oq1wLSZKNrH33KTS8vwWnnluBQIu8TajmyxKUvrodEY8yIYbtXrR+sQdNH29XKlBJIqo9B+HnSUdv17JOtFSTDpKvqRrWLcvQvmtt1Ch6wl1o8ZVHGaYAINhlRcM386LkIAAg+Hzo+HgBHCtWQfDK30QoKGHrpiBRylOSJNSWLEft0WVRJip1aiJ8JxrAaslV5vYtISxbHANEFEW4Nm6FZ4cCULO1hbHyfSsOrHdE2dd4jxttSxbCtm09/PU1Mkhr6xZ0fvkFXDuVbSw+VytO7vsUTZVbCPrJSMCLtiPKu5Kfo4B6zxE4QzHtfGHs/9cO+NqUlaMo8qjt2BU1upIkIXCqCZ0LNqD+kbfgPay87w5PFQ41fEGA8hqadsDrV5j7PNsOw7bgW3TNX4mIVcEs+PydOHzkfbRZlXkj2NYMX20lUafd4W1ArXUXutxKhKrddRKn2pWtk5IkoW1jBU69uxPVH+0F7wtBCPrRsXcd2rYth8grKO6GE9+i7vgqdDQciu5zF/whdH61HbZlynuJRAKoq9uM1paDCIVckCQJjq9XwbF4FQKlyhgKlp6Cb89ReHfQuxt+bvklSUgGDhyIL7/8EkePHsXy5csxcuRIAMCHH36IOXPmAADUajUef/xx7Nq1C0ePHsW8efOQna2kaCZOnIiVK1fi6NGj+Pzzz1FYSEdS/1/JWWecI94QnBUdmPDSbBTfOAqAPLk7m8sx8MI5yB6uMD1x4NAVVowup9MgaWJfqBL1EIKR6GScMmYa9Jl5xHWKCy9CeuoQhHvl1q64Iob5Sa+D+9stiLRakXjJjGjOjOflSWb8pEehVuvBsCx8tZXw1pxE8oTpUBmMMddRQRtT8k2l46C3aJA1JAm6RHniZRgWIwqvBcvE5CIZBgNnF6JmSxOqYkKIzRWbEfCQFKOHVneg+jC5Gu5sCeHbzxSQichH0LTsI7hPHYexmAylG9N0uOxf48BysiPjP9WGYKsdqRePhMqoPA+GZbB+pWK8DKOHIuOxBxBuVCIQfEjArnfL0W9GFrTdhCOiJGBA/qVgGBYRXjY+kiShomoFsZWNU7G45Z3xyB1mgadTcQosSYXQ6hLh93WCYVgZnDS+GNrsJPhrO8CqODAsgxGPnYfhf5yGtp0y8lwSRNS9thbtK48g63qFUIUBgyQNWQYSADIKdHjnkSqEu7exCOEQPNVlyL/qbuReenP0e0pQJ0MQI1GsaqjLivqFb0KXmgWGU0Xvz7NnH8wXzEDOE38BZ5S/Ca2OgSQBkZiohtfRBEtGf4y44Pfg1N31oDkWpnH9YBpL7vPNyOBw5XX66DXsXy+Hc/m3SBivgA4ZFnDZIhg0XmFfU5kSkTzlPDj2bof76AEwDAPT2HFIv+03EPx+hJqbuo+V+59gzoLelB49Z9BphbO+FGGvsjIVJB5J2hzoVfIebJEXsetvW+Cud8JSrBBKsKwKkiSitkNeITIMA3VGEjR56dDkpYPVa7vvR4QkiRhTcAOBZTAmZKHkxCdRitlIaxf8hytgmjEG6syU6LEeTyuGDL4BaalKjtffXIfsq25H8jgFoJZoyIaK0xLfXrZlOFKNyrYdhmGQMaMfOIMa1s2VYNUcOJ0BxTf/Aamjp8J5UtkiFw64wKk0SM4aDIbl5NX6S9/AtmIfkmcrxU7Uaj1SUwehsWknJEm+RsrdNyP1gdsRLK+C4JbnIuP08ch8+kGEqhsJPvFfQn7l1v7pcvYBwoxa9LuVRDczDIucERdRbRmGRZFhJKHTpici/+5pkAQR3u7dIAzHIeu8q3odyyA3eyIVIswviAXrsEj77W+gzs4Ao1ZWMCqVFvkFU4nj0s67DJzeEC012SNmM+lfZQ6yRJG6scKxamQnk7lZlU6FWa9NhSamUlRq3kgYzGQeb/TFaSgcSZJrpOVo8cqaQdHoAatSI+3cSxG2d4DtVdrunPsHEWxneQ/MhMpioMJHYydqMXYimV/X5OfAcq1CKpCUZ8QdX55PINk5Vo3kxD7EcQzDYEDfy6gQpkrNYsLNpHfMsByy8iYgM1epCMaqOWReNgrpFw3rroDkB8MwyD6vX/SdMhyL4scuh7+6HerE2NKiDFJ6AYIAoGiEEX//agg0OvlZcBotMmdcQbVjGRb5JoWRS5OSgYwZl0Mbg6JmGAaWC+OTycRSfwKAKTkfpuR8ql3G7ecTyGoAGDRU+RYYhkHitHPAGY3QZCvXTs7Q4LYnSGcUALSZ2ci55V5oM2Tgnzo1FerUVCCG0MFgSsegib+h71mlRfaYSwgGNDWrhVmTEdOGxYQnzoW/g05L9EmbBC6GLlNlNsI8fSTM00fKiqUhMAyLjEQa85CS1Bdjh98Xpd9NvGQyLFdOA2uIcRwZFpkZI6hjLcPGgTOQhCIcq0Z+GlldjmEY5CSR449VcSj+zUTkXTki+h5YtQYpo6YShr3v2BsIBkKG5ZD929kI1LRBlUjmzE2mbIwd+yBUKnkcsRo1DCOGwDCCJHDR9MlByn3XA99TXONM5ZcChJ0NclYBwp4svZLSpavpHPN7lTSrUqTUTOnGX1gW9zpdd6RTOtFAg7pEPe0bTX2PBj2teWE6pbNOpweV5TgNhMl4n875CRMGUzoA0NTTpSTd42gj88nrNBhtqYeeuAo0dB71zcdvpHQTnqDDa/30dP5xyX10aUEAGPcWTcSx/0906U2Vj14lxAPrcHYarOMdSqN8A3PoPOwlueWUzszR+ybXzplK6QBg5JvHKF28Ce7RNJrx6L7zb6d0rZfQgKmENvqe2Thz9MS/07ns0rvjfzs1N9HMaPdcQpfy3Do2mdIFz6MBfbNe2kLp5i+hHehQBp03tZTS4ypeiUYgfulFVZDWXfXsRkq36RoaQBkoTKJ0+loab9H0Ij0fTMymwYCF+vhYhHVPTaN0b75Gg6cOBOkwbb6aZqe7tOiH57l/jFy4jQYV/hjZOJ1mLTxb5KwLa3+XWGtoj9y+5gBCTaTREoIBiCFyRRb2hqlV8ulASrEiSRJsjqq4IBwhDiMRH1LCvpIkQXDHL8foqDyMiP/0pRp79+G7fv8S0pvwo0ciAXqypRi0/J1wuOgcuKPJ+71MaWci4aAH1oYD8Htox0HsZeRjK331iL3Zj/ZqL1ElC5Bz498nIe+ZhR/tZfvhqlGqFUmiSFVskkSBYsOTJCkukC0QdiEUUZwY3uNB19IlcGzZTLXlT8MS1lu62koRCZM5eYEXEfR+P3BJEkUCtBboaoWjgnRMwz4HxQQnChFYK3Yg4CZTOZIkoauphFjJn/baP3G8eA6dgm017YyLvAhnvZJGioQEtJ7sVRpW5OFz/TDA6Q95fr/Kf5+cdca5qcSOLW+Uo3pnOzGBdjYG8NI1h2BviWHHanfAOn89bCv3RQcg73Gj7fNPiDC0EBFw6JW9RJi22XkMFR3kRCVJEtpsxxEIKZOI19+OYycXUbWgK7e1o24/6TU7mstgb1TQtQzDwLF4DULV9UQ7f3sjmjZ+jvb966P9liQRPomMEkQiftQ2bIbUC6161LaGoBW0t51Ea9V2inmorJQ0GLYmP46uasWOj+sIA1S2z4NPnyVZsJrK1yMcJPvTWtKFUxvJdraWIPYuIUkebPZTaGohGbRCnggWP7Abu+cpoLdQyI362s1E3t/laUZb5zHCIAbDLrR0HqEMU7uvGk1u5XmzKjXqylYRjoUkiOjacBzWxWR/jnxTD08H+bxO7ujC0mdPErpgyIXDxz6AwynnsYWIiNodrTj4SQVObZLxDkFXCJ/fvBGnNpDPxucT8cXnpDETRR5tnpPo8JLb5WzHd6Pz4OYo7SbDsqg9/A2EGOARGBa1R5YgElKcVIZhsPPN49S9NLTvRnOXwozFJSQg2NgA3kauyrz2EPYsqCd0kiTBL5KOoyjwqDz2FbqsigMhihKWPFWGda/JgC5JEOA+dgi2revRsXoJIg5b9Hz2RUuj1KqSKMC671u07FhK0Iy2HF2HynVzEfIqK9mguxPNx9cj6CYdcHdXDU4dXARXV020L02lLqx9owrV+5R7FEUebW4lWiJJEjpaj8LafBBel8LqZfc3ocNbjXB3ZTcxFIF91QHYV9HRiYNvHsLaB9Yj7JXfzfE1LVjw24NRJ0mSJNQcXYqT+z4F38uZOXowhMY6ZVy2nPLh39cehb1N+d4jYRGHtntweAftKP7c8ksCwv7/LmedcY4EeHg7g2DVDFQxVZUajrvxuwWjkJyj5Jmcm0qQdf+lyHpgNhiGQdjeheYP3gar1Ub33kqShAMv7oGnmZxscszDYdZlEavnps6DaLWXQK9VQl+mhEwU558PIcYY1h+y4atHDyFnqCWqc1urUb1zAXSJZJEHbVE+2l+eB/9h2YiIAg/biT3Iu/BmZE+9MuowMAwLDZR7E4QIjhz/EByrARvDJCZKPPKNwwgwU1LmANhaSlG+64OoExGJSPh2NbniM2fowEdE1B50RGvm+tw83PYI8gfqyRWGBFTu+TRKgOJu9WH1n3bDkKSE+wIeHm/ccQzJ2WQONSW5P1KTBxK6ys0tOPe3gzHhNzLAiedDOHxgLgBAo1EAdInGbLTbTqCmSQmb6jRmODwNqGpRwrC8GIYkiUQJQ5VKh/S8sdGcvCRKqH99DRrnrkPqTDKs72kPYssbpCHW6Dlc/dSgKIhKkkTYHVXokzcNOp38TXBqFqasBNjrPHA2yU6FKEoYc3t/eDv8cDQq31lCAovRo8lURkQMApJE5F8jXifURjMKr54DTqvkxvlwAKf2fBZdTTIMA06lxYkd7xIrWHN2Aj6/dRP8duV9p5iKkWFRQtwMyyL54kvAmZX0j8CLWPyXYxS/tgQJTC+wj8fVjD4DLkJWvgJwajrmRMFIC6bcWiBjGzgOhuIBEHxeeI4djtacdq1YD9+uA93EMHJOtuCSO5Ax9kLYTx7oftYSErMHwJI/FI76Y9GogSEpG8WTb0bY7yT642ivxNBpv4Ulvb98vCghHBQg8hJiSiqj2XUc7mAsexqD5LSBsDYfQlvzgej4cwVbIUkC1Kz8LbNaNfL+diO0BWmI2JV32lnWCY1Jg5lvXAB1gvwOR1+Vhwt/NwBNxx3RaxQOm428Aeejo+kIMa5SUll8u0x5d2l5Otzw92Kc2u+KtuNUDDZ940RmnjpuVbOfU341zj9dzjpAWNGkdBRNonPCY2alUwCllKsng9MrxkJtSUbi2AngEkjyiX5XDoCnhTTODMMg10JO2LlpY5GZRFfWyc+ZQgBAckck4cY3xhKgp4TUPGQOmgZ9L7CWfuRghGoaoBvUD6iWjXDueTfE3aunZmJAVJwawwbdTBguQK7Bm6ojyRAYhkXx6OvAslzUkKvVDP78OFmOT6VhMe7qXIy9KkdBHieqMOlSOs+YlDUIienFMvQXgCnTgPMeH4PkIiV3qTepMOedoUgrIEFwBn0qtFoyxzn8yj5kX1RajBh1F/QGkvmLYVgM7XsN4ZAAQP+8mVCrFHCNitUg09if6nde//OhUnUjnlkGmddNgmlYPjRpZH8GXpAV3TrWIyMvyYRaF1tSkUV2Jl1dKK2fGRf9c1w0RG9I0mH4tfFZiwb0YmTTqozISiTzwgynQsGsO4lawACQUTQBnFoPllOhp7x1av4oWDIHQq1RnsWAi/ORVGCCIVlxklIS+1JlDPUDBoJLVIwzp2Jx6V8HoXc1VZZhoWfI785ozoY5uQ+hKxiVhIJRZA5XZTQhffY1SJo8HaqkZITECDQFudCPHgY2hieZ5VRIGz0DYrcRZhgGKUV0jhgAknKHIBIkx2/+4IuJ++NULIrHJaN4HPkt55iHQ5DICJJKrcewsXdDjHHMC5MnoLewGhXy/nIdhJjthGlD0pA2hGScYxgGo6/KI1a5Ko0BGX1o0qH8QjXm/EF5Bxo9h8HnkH1mWQZ/fTP3/2Q/r3SWG9gzkbMKEPZi+cWU7qvXZ1K6G36/gdLtdyjAih6E8uGT8ffEvTbjC0o375zJlG7OLppB66NWGox2ojmb0qWsVybKnv488MQSqt0/t15J6czl8X0y4yy6BOKjRTSoJy8OoOTWL39H6UZPraR0eo7OnQ420rmzTXfRz2vah/HJNnbePIrSvf/th5Tu9gdocArz+w5K93TRKkq31TuI0i3YSbOLpe+lJ6OuODYh7TTcHK5iOpiVv5YmhWFr6WfW8CH9neQ9F+cag0x0u9/S5Coqhs4V286NT9Lzei1dkvEPs++idK0X0o6aONVJn3C3hVLN/e07lO7xx+T9rLGMV60z6H4Pej0+Cc4FS2gw4fp76Pd6wYe7Kd2Hy+i5Y9z5Jynd7spiSjdrKA3A0nN0hapxxvgVkl76982UTqAJwjD1HhpseeKPNABvy5bH417nTGX65j+d0fHbzqdZ784WOevC2qeTeCUDTyftexsRcsXkpptaYf9iBUJ1Sk5QkiSE47BqxZNImGx3utJ0vUUUeHTVxJ/lY0E4kigi3EJW5/leNquw8jx+qP8mfc+2jN7n+TEsT7Hibg+eEYjN57ZS+fOI64exp/UWMRifoUkSBTiaTsTtlyT2et+n+fa+73meifAhP1EUJHpNSYIrDrpYkk5fMvG7RJSEuMBIPuBF2KVcP3Sa+taemjIEO74f+BRvFejdewi+/d9fUjMe8PJMxHHKhq5SBTQoSRJCtU1Uu4AjiPAZAv1EXjleCAfhbYlPzRtPZDa4X7Z05K/7nH+6nHXG2VrlwaoXKuCykvnS9pJN8HWSFHzlWzrQWkGuFPhgBAee2ojqL2O2vDAMvFv2QPSQW3AePO8kbG2KNyxKAk55aH7nN//chL3rldVR6avbUfb2LoRjHIBQbTPcWw7Cs+0QAidlpLKjvgT1u76Ar5PcguF383j1rnLYWmXD4dt9EO0vvYNAGbmS7TiwEa6aUsJYCKEIat/aAMGvGJ1V8ztweAu9ejt+uFdVmKZGdK1eCSGm5JokSbDua8K2h1bBH8Pq1FnagW/vXAVHlWIIbE1+lKxpI45tt5URlIk+Rxhzr92Bmr0kWK6sZRW8QRLU43SIWL6MNMKSJKGy5EvUlq8mDGft++TWJJ9HwKkTQTTXxQDjmnyo3NqGuv2dUTBhx9wPYPv8G/A20qDZG4+jevsn8HbK70oSRQSqqtD5+Rewr14TbRf2O9F8nGSSi7gcaFv5BYSg0ndR5NHUcRCdTpLdrCGobOeTJAnhNjsc6w7CvesEobd76uAL2rrPJaBqxyeo2f0FhUZuXFeFzXd8A3ed8sxtZR3YfP9KOE4pzzwihSBIveoJhyV88wW546HLXY2jDYsJnRAMoH7J+2jZIOsDNW2o+/N8ODYeJdpJkoj27avRvOozCCHlWzu8i3SkPF0NaK/Zh7Cf/Eb9R0rhXLEevMOp6MJOVHZsJdodXWOF1668Z0GIwO1rQ4f9JEHt6XdFsO9LZY4QggHYt2+G59gRhKytkAQBQljAkdf34tTXCkgs0tyO9uffh2ulgnMQwgK+fWQb9r5JOg/uNj+OfllNIORDARE1x304ssVJtHU1lsNee6T7WUlo3v4N6tZ+jLBXaedq8aJxbxtOrWsgdkKEw16Uli74WSmC48mvOeefLmedceZDIkRBwsltHYgElYGXkN4HVSvfhu2UshLNHWbGB3cexJGViufevr8JxdcNw+B7lH20nMkIbf8i6IYpICWGYXDJralIyVLyvCzDIUlN7zstGqrH+POVnKXGogMfiKBpXUWU/1tTkAXR40fX/JUIVcleeHLRGBSecxPs9YqjIEkSDm+wYcrV6QrZhdkE47kT4Nt7CKHahmj/LANGo2n9QtSv+hCSICDs8KHsD4sQandDbVGIFfoM1KOlNgh7Oxl2+3SuGx1WZcDr+xQi1NqCpldeQMgqG1lHRRc6jrRCk6gD3z05eFo8aNhSj/zpBWA4eQA2HnPitSt2I7O/kotkGAZ6XTL2ls6FxyefLyFJg9veHY+afYqhECURKcYi2Lx1xCrNksQiJ4fMi3qcTTAnF6F46BXR1ZbzeDPaN5ZB5JXvQZ/A4uTRIHZtUBwuS7YBnVVuLP/rYbAcA0kUwRoMEANBePYciG5rkyQJjsZS9D/vXpjS5UpS4TYrAqeqwNsdEH2yAfM721C2/k2odcq791afRN07L4AzJEAVg21weBqIrUs9ksgpOfVwcxdqH3oL7t1lMI5XvsWatm2os+6CQSuHlFmWQ5/xV8OYVoCOamUrj8/qQfuBJkx47kIYc+U+eZpcaN5WB3NhEqQYgxFGCBGQ30NVZQRZORzh9CToUpGTNDL6W+Qj6Ni7Dgm5xUgeMQkiz8sgqkvHwl/eAM8hxfnwVpdDl56Dght+C06rxGw/e8uOtiblPRtT8uHuqMHRNf8iDLTo9SH9kXugSrLIvyUBNn89TNp0oo/WKi92LlAcXK+/HSUnF0CrNkbLu/qdYcy9YS9R8YvT6WEo7ofO1ctg/WoBwDDgNBwmP3seREFxeBmOheWamYi0dsC3t0Q+VsNhxtMTwbAM2k8o33JilgH1e6xY8ejuKJBOEiXUlPqwb63iMHVW7EHN5o9gTO8jX4NhkD3lCqSPnIH2Qxuj99dW0oUNf9+HhDQ91N28CqLIo739GEymHHAcyWL3c4skMWf072yWsw4QljvUjNyhNKGIKacfLEUjYcouBiCvghLTtLj3o3FILzbicPeCIHVEFnKmkaX7WKMBlmsvpUJrl91NlxJM0/WhdJfdkUaUTxx03ySqDcNxsFwxDYZRA8CZjcC+bpBL8Vgk5pBOwbnXkoQZ+uGDoR8eAxLqduo15hRkTbkMuvRcMBwHTVIC0i8eAVUiCcAafk4ihp9Dk0w882YqEnrVhE2eeRG8R49Ak5YOwI3kQWlIHhT7HCIw5Zgw9pFYMEsAucPMuOv9McjsR+ZDExOyMGn4g90Id9kpyR1qQdbARIWdjGGRZaGrbwHAuPHk5JNgykTi0MsJneAPIWVyX/CeIDRJslPCsgyuuM1CTOIsx+Cc+wZgxFUFUGk5MCyL9AfovKokCiicfCM4lXJtbU42tDnZ3X8XgSOA3pyB1MIxsOQo+Wx9TgGM/YcgeeJ04pwp5mKkmOncZayzp8lNRcY9lyJx6jCC+asoaxrCES/xferNmcgffRkRNTGkGzH+6VjWMRGmPDNGPKiAmWyQI0kJDP09DB5GT/QGTRL0Gkv0N6tSI2sGyaanK8qEroh2WvVZ+TD1o9/rk29mIiU9FljHoHj89UjJGwGNwQxAhCQISL71mmj9a0B2jvMsI6nzDTiHBA2aTbmYMPy30MaAJQ0WDS7/2yAU9QKE6XLzkXPPgxA8rijgTp9iwOjfK3Su6ux0qLNpEGpysQVTHxtP7c2feN9gcGo2WnNal8Bh5i3pmBlT+MuU1RfJxWOgNSvnVRtMyBh7gZwOkUSA4dBvZh5yRqfBlKU42yyrQl7eFKo/v4Sc7avfM5GzChA2c9w/KN3Hy96P/r9nsr/r0nuodk2zaCCLb2D8fOPfJ66hdF/fdgGlO3VnAqUrXErnH3U1NHPXpztp0Nl1FTRIRHtpG6U7NT++IUve2cNBrIBrBA09uLLXNFO6k39Qitr3lHmsvfZ9ql3hmnsp3YTBNZTO/heabtJTEAfxAiDjfpqQJDyHNh7hTBoI1fEITYbyp4E0G1R6nDKZL9bRAMM+Jjpfa1bT1+iji8/89M7KS4gymQCQMpIGrbV30A7m2GKaYcoWpL8x7e/o5xh6kyZCyTfSDGhtD9LvBQA6/0HnTtlldI1sLkxPNx00mRuum0qnf066aQPuCdNMW2YNfS9V62jHBgB0dro/k+6h89QWNY1JWDOPBm+eexcNwDonkS5BO//Wyyndv76iy3be9MUjlA4A1F6GKvvIJ9D3Ek6n55Oc9XTAdM/iMwNunU4mbTizUpR7Z77wM/Xkf0/OurB2j/Qm/QBoUMmPAhntPoJwM4127r3JXxAjVIk63+FjCJRVELpf2meSJAmBUpqZLGC3wn7qICI+JTwYtLX9ILYx3u5A4GQltWWHurYoUuXqJEmC30qHbeNJ79zizyFiREComTSYP5SgIRY8930SFyDWSxe7hz5WYit4AYDg9MC1ajsiHYpDEHYH0babNNJnyprWVdYJdyP9zHuTtoihCOybj0P8nlKEkiTCVneUJEA5jYT9PLVP+odK2BOEt8kZ/R1xO2E/uAP+hu8HTf0YkJgkSeCDSq7db6cBi9917PdJuKuTwB8AgCTwAHqBIsX4fe4peNFbQn7H/8E882tY+6fK/4xxnj9/PoYOHYpRo0ZF/x06dAgulwsPPvggxowZg+nTp+Prr7/+3nMFwx7sK5+HcEQZUB6PiN27lZWwKIk40bwSnkAs6lKE/eB2+BqrCZSjJAiwL1wJ51drIfHKxLRriRXbFikr10DIiR0lL0MQyEnJs2Mv7F+vgOBV+tPStIdCUoaFABpcvUEzErxesjxgoMWBtm+Po3N7JdU22pejFej4z8fwbifR3oGuZjTuWAx07/GMeJ2oWfo22veRoCVPuBPtPmX7jRgIoH3uB7B/s4KaJFzuXqhjhoF9wVKIfmXCqVlaji1zViDkJA1QR1cZweblbq9B2bo34Hcqz9VdY8PR5zfBU0cifh2+JoR4mpLVai1BpBdau/3jjah74lMIAfndHN1sx/I36QiBs4tHWyP5/uo+2kUYaFEQ4ax1oubbajjrnFG93x5E+Qpya0w4IODYOnJlLPh8sK1dDd6prFzFUAStX5AsZGIoDOfX6xE4rICPTi06hsP/2ka08zfa0Lz0CDUR+0J2NNoVli9vTSc6d1Yh0OYi2h77sAQl88jvLhT24FDlp0RhEV95MxpfWw3Xvm5GL0lEe+l2BJ3k/YV9TtTuWgR7nXJO3uWC98AhBMpJJ3X7q8ex9aVj0f6IvIjOg43oPCA7IJIoofnrQ7DtrUHYQa5uG1aUYed9XyPQKRsnhlOhc8tqBK3Ke4343PC21cJRfRTeNuXd1G5qhLs1hp40LKCrxo3mEhtsdTHlKiMhNG1ahNYdy+Tn4gljyR0bUb2RRmdXHPREK5L1iNV2nGrncYnwunvyzSKsCz5G+6LPKPS+dc1iiBHlW+xYuhi2DWvBe0gQq3fXQYRbyIVDOOhB6aY30VFH04f+nPIrIOyny/+McS4vL8ejjz6Ko0ePRv+NHTsWTz75JAwGA/bs2YM333wTL7/8MkpKSr7zXO2OMhRnTyNIJwIBCcnJMZVfwCA7aTja3RVKFSKGRULhADQt/gANC96CGJIHRriuGZr8bKTOuRFMd0Wmtlo/mit8SO+j5G/1WgsykodGq9/0iOj3I+3+O8AZlRCkz9eOqoqVxCTZ6a+DTmUidMtWBBEMxQB1bD60byhH0xcH4DiiIEv9kgcBKJONblARkm6dDe+WA+CdymA25Q2AMbMIar2cb1MlmJF/0e0I2q0IdCnAOAYsvBFHlI6Q1euRfu8dUCUnwX+UnHC27QkgHBPO7IlQtL/0PoTua2dNzkfBxf1Q/tFh4liO02DfkTcQCMqrQ5VGj7SicWg5vgHhgHxsoNMLX7MT1V+UwHVKSQG0uI6j2XEUke4+SpKIU5UrYG07ArVaeQeunWUItdiQcet50So9qTlahEMimk8pE/6h7R48eWcDzMkkyCxs86LyP+uiK1R/px81a6tx+M2D0RWn3x7Esvu3QqVRjhVFCZ8/dgIeW6yBO4HGl/4FMRiEOklJpdi2V8B9lA5ba/sVwHSRsid84J2jYcwjQ96GghS0rDyG8mfXgO92PsK8H20ucqtXQp8U2PbVYv+t89G1W1ldmvuYMeQWJRUiSRJauo4gN200GEa5H8/ROmTfdT4s58g5dIZhYUjNRfnS/6D1yLrotQJOK9L6TURqXxl34Dt6DC1PPgvfwcPQ9VfIVhoPdoAPCxg8Ww6l8/4wtt+2COVv7ULS0KyezqDpq4NoWnwQ9gO1UVCfEBbQeaAR4567BPq0nm/ZiMSho6FNV1IwDMvCVV+Gxq1fwmetV95DVwD73y6J/ubULDqq3Fjx2EE0HenqvkYQbXvXQOQj0JhTIYki1HoVJj08AtUbGhBwKO/1q1dbsO0bWxSk2fMcqxo3EouEY4dCePHvduj03bXBwyFYpkwFq9HAtv5bZS7iVBBDITR+9jYibicAINLVAX/NKdg3b0AkxrETnG44l5DOdXP5RqQXTURSFr1//+cUSTqzf2ez/M8Awk6ePIlrrrmG0Pl8PmzatAnr16+HVqvF8OHDMXv2bKLwdjzJSx9P1HMFgPR0Dum9QCYpxkKkGAuJCUybmonMC68CWA6sVgbAMGo10v90V7QeMwBkFRlw49/oPFe/XLLMnyQISL7hSmiySBBXSuogCEKIWD3nmOiKQFdfSRp6baoRfe6cgoI7JiPiDAAbZeNgYMh8K6vXIvGiyTBdOBGiR5kc1HoTssYpuVSGYWDKHwBjXn/wPsWIGzUpMGrInKI6Mx3pv70HfDu5UrriYpINCgB0g/qCd7iiq+yELBOGzRkPISxAikG6Jlv6oqjgAui0Fngh0y0akrqBVd3PJmNiATImFlDXGJo9i/jNMCwyMkdS4VTTuH4wn0syt+UNTMCNA8l87ZipRvQbpofBSBpn04BMBFqd4H0hwAwYM40Y8+BYjLxvFISQAECASsehaHoO0ocoBlcSJYy9IhuWTCVvqs3NgyY7F0nnkwQXoXYXGI0KYkQAq5avz6g4pNxzDZFGUOnUGPUXsuIVwzDInjUcrFYFTiczimlUBvRN79WOYzHgjzOROCgLyeMLAcgrxL6X9YelyEK0LcyaSqWBkmYMhb6QBD6ZsoqROfICmPMGd7eXoDWloGD81dHj9QP7wzhlEpIunxV1bgEgd3Qa8scp51MZNOh7+1gkDcmEyqCJ9nnUO7dAlx6LMYhACEUw4aXLwGnJKS5p3FSiHrpKb0TOpMuQPnwqEfExZSUgYAuADwky+I9hMPjiXPSbngU+JDsAnEaHnKlXE+dnVSz6XpiPvhfmQ4gphnLJHRnUqlmSBBRkTSJSbMPHaDBkZApU3QBRTqdH4viJSBw/UY7KyYWaAQDGfoPhqTgOVqWGJEnIuf/h07J+CQ43eIcLqiQzJElEnxGXy8xwv7Cc7XuVz0T+JwBhgUAAo0ePxrRp01BaWorExETcfffdGDx4MG688UYcP66s1BYuXIgNGzbgs88+o84zas3fKF3yyzRgxvQsHc5kGeUxRYtJnCbw4HyONhTNd9H5tVsG0QQi2/9MM2NxAZqMIvclOm/W9Hg/Sld3OY2gzRpEA4wA4OJsutxhhZcG4TQ/R19H10YDZlhfnGpL3ROgIPLguik0u86hr5F8jGaiirwUP+/9SAHNYrawnUa8n/qKruWb+R79Du7qtR8cAJ4qoQE8qV/JkRdJEqP1duMB6JKO0SAxoYIGwQGA6+ZxEEWBoI5MrKOfo+o5+h02r+pD6TyD5e8uFmQ2YC4NULv5i/WU7rnl11E6Tf/4DGE511ZQumvK5NRDLHDpwxeuoNoltPMUuOnil7ZR7T44TjN3Fb9Fj43s12mAYPtdWZQOACJv0c9CPYcuvTp5CT02OsI0wLDmOpql7a71WyndOw/Eebb76Gdo3kAD3gCg/dliiAJPGNj73/iGavfRHZdDlAQwYKPPt3M0Pecde+vMSjueTsaspefcHyOHL3n+Z+rJ/578T4S1u7q6MGbMGNx0003YunUrnn32WbzwwgvYunUrdDoSearT6RAMfncJvh8D4OktfCAChmF+EC/tD2XfCflOwxAVr4zkDyhDGfdc38E29UMAQxFfmFgJnKlwvbitRYGHr7MRAQcNqosnvUs0/hhx15aB/4HlNKnrBkII1St9lCQJkdAPA7L9EJEkieKsBkCBCH+MRNq7ECylHY4zYYeSRAm+43U/CFD0Q8bKmfI8x7uXoOu754Eeid3f/n3SGygW8nw/qA3oYeP6eddBP3TlyzIcelee+7+SXwFhP13+J4xzXl4eFi5ciGnTpkGj0WDs2LG44oorcOjQIYR61VUOBoMwGAynOZMsXd8eQcTWq2SdKKCjg+S7lQQRTetPIeyWB3nIFcT2OcvgqFDympIkwV5mhbfZBSHcC7DRoqzKxHAEkXY7QnVtCJysjxrLYyub8PFtNC+xz9sBt5NkLPP62nGkZB4ifHfZOUFEzbfVUaKSnvvweFoo0Jl72w5EOsktWZIgwrryCOrmyluH+IgIW4MXXlsIfK97OfbuIex/fkeUwpGPBBD02+F1txJhuQgfgD9IrhRdQSs1MfkjTuI3w7Ko3foZOitIDmOHt5FC1vOBMJrjcCLXnaTZwNp2N8DX6o7RiWhc9xnadpMMYb37V77fg8rDtNF1rj+AxsfmIdQgG+iWii0o3zGPQC6H/S747C0I+10ENefJtvXo8NAc1gRQz9mG6h0LCES6JEkoq1gMt6eFOK5jTy18jY6YdiJ8TdUIdLQg4nVBEgRIER72T5fC/ulS4jp2Tx1K65YS53O0h+HsIOuSh9raEKirRbijHYJPSX/4jtei8enP4N5JMpHFHsuHRWxb2IJwsBeqm4/AY60hAGEuex1CQXpVbq3ywGUl32ugrBa+gwozWof9JGoalfKskiShZN5R7HhiG/VeRZFHp4eMWjR9cxS8nxwvLa4TaHSSIDghIuLrPx2BtVLup98exOJb16PlMB3F8IZJcOLOFfa4LHt+fxd8XrI+uEdwUN+mr82DjsOtUX0o6IbH1UIxvPFhEY2VZBQrEHTiUKkCgJVEEZ1Ht4EP0GDJn1t+BYT9dPmfMM5lZWWYN28eoQuFQsjKykIkEkFrqwJUqqurQ9++8Sv49IgYiqDhtVXRFaMkiThZsSQKOgIAd50dW36zGLYSmd0KACKeEJKHZODEO3vh7uYfZhgGrIrDroeWY9NNi6IrOkkUUHtqXZTDWfQF0fj7N9H24kJAlMvfAcCgC7KQlJcAW71iCMIhD04c+RgqNRkVaGrZg6zMMdFygCzHIuwOYfkNy9B5Qja8LMvB5+vEzh3Poq1NAVepUlPQ9tpbCNbKIT8hGEbD/O3o2HgC4S4vJFECyzL44JbdWP1cKdztyqqjq7Qdzho78mcUoieFFPB1oeLoFyjd/2E0pNtqO4YDlfOhUZNhs6rOHVFQVo90+mpRal1LgO2S+45BQjfjUY9EeD+O1X5NGOia93Yg2B5rcCV88kIrDm5WdIFOH7beuww1S07AkKWEHyMeJzTmFGSfewWxWnNJ5DYqt53H1q+70FChTHRiIAT3thKk3XUJNLlyLjQ1fxQMiZnobIh51toEdNbsQ8nyZ9FRrezXTTEWUSgXv+SFE4rTFHR3Iey1o37fN/A75LCwKEZgMReioWUn4XSZitOw74GvUPrCRogRAQzDglVr0LhsPk69/wwiHicYtQopd18PRquBYHNGj0005IBlOQTDMbSxO5149d4KHNumtFNZLHDt3IGmV/4Dx1bFALo2lyDl2nOROFnBQfjhgRuKUfK7eZTtdGDN3EYEvfL7EyJBtB3fhLodC9FxUin8otEl4vCu11B1YhkkSYIoSlj+zxNY+XwZEjPkcSC4vLC++Ck63vgcusEKEZBGZUAg5ITbK88DDMMgb2oeVHoVGrbUR9sJYgR1XfvQ4iwhjF/Y7sOpt8jQs0ZlgEFtIXS7P6lBQrImOm9oTRqMvGUgji2qIJ0SMYIK2zbi2JQsDQ5vdUX59kVRQGnJZyg7vgg6PVl5KywFot+mJIjY9ttV2HTnUqiNmqheozWitWE39mz6B/w++ftpqwviTxeXordYO0uQnTE2CkRlWBacVofKhf+CrYzeT/5zyq+AsJ8u/xOAMIPBgLfffhv5+fmYOXMm9u/fjzVr1mDhwoXweDx45ZVX8Nxzz6GqqgqrV6+mDHlv4QwaCO4AQi02AEaIogCTMQumxNxom4TsRJiLUzDwboUhwZhrxqi/TAMgD5qeb8cyIA3T5l0DR3l7FKwTDnthSSpEIGCHSZ0DzmJEys0Xwjh1BFRmBZCiMahw/Wvj4I1B7Ap8CAnGTGLQSpKI/sWzKLq9/lcPhP2UHeaCRPSY08zMkdBojDCbC9Cz9tb37wewLCLt7ZCkQnA6DfrcN4M4F8sxuHfRFKQU9Crnl5uIC96dTehMljyMmPwAvO7WqHFONfdDgi4FKk7Jk0mSiLxepTMBIN88En6DizCQqX3HRcEuPWJOyJG363RfI+IOINDqhGWYUmeZYRhMvzIJ5hTlc9alGpA0KA19rx1GXEOMhFF4xf3gdGR0xcKSbG4TL0nCxEvISVNw+5H37N3gTMqxuoRk9J94K0Ix9YBZToU+466BMaUASXnDgHJ5hZJu6kc5KQbGCAOU551cMBzJBWTVII7TIC97InKzJhDhW32GCf3umQSVSRf97vSZ+Si+7VE4SvdDbU5GCBGoUixI/8v9EN0eIFW+JxWnwZCCK4k64hMuTcG516QRz4vT65Fx22/g2rENhsEyYlsSRCRfPhH6fso7AGjWsMRUDR58nyS84dQ65Iy+BNkjL0LQy2KN9QABAABJREFUrTglekMKBo28GZxKJzu8LIOhMzORkKQYJM5shDojGfqhxeASFCCkJbEAlsQCInqRMjAV5718AQI25XlzrBrF6XTeWpNsgLeuC2GHH5ok+d0m6/MIJLokSTjnrr5guZhno2Yx7Pp+GDC7D/igEKXHBCQUWcYTefQhE0wYMsEU5cxmWQ5ZOeNgSEijxnSKSslbMxyLAbeMgD4tAUkDlFruDMOi/7BrkZjUJ1oWNSNfi3ufL0T+APLbzsuaGC1z2iNJA8bBWVUCXQqN9/hV/jvkf8I4FxYW4vXXX8drr72Gxx57DBkZGfj3v/+NIUOG4Nlnn8XTTz+NadOmwWAw4M9//jNGjKCNQaykXDwKqbPHKoOeUyM/n2T74bQqjPnHBafNhTEcS3h2+nQj9OnKJKvVmTFk1G1Ke4aB5bL4lHkMy8CUpgwefUIqho7+DdmGYePy4HIaDpOfPIfqZ3IyGT1g9XrkPPFXcAY9GCY+IAwAZZgBQJekj9NS7pPJrDg0GpUBGpWBapNhooFYDMMiQUMaP21iKtVOqzYhO0V+nwIAdaIeI1+6luAuBmT+b/L8DEb+gX4uZzIZqTOSTvs3rcFC6VKLemo1x6DhufjP8oeIjHUg89F5Vw6n7lFlMCFtAslIp0pKBJJI48kwDOFIaQ10rrunnWVajyPnBsOxlGH+scKwLPQWcodCUioJNOw7if4ekm+fBek0OeJ4uXp9yvc/77zrxqDgRpKmrCc6Fe0vw4CJ/3igMZBtVawGyfq8+H2MMe6paT9sG1P2OTTAVO4Ti6w8hQaX5RgMmUQz4/U2zIBMB9xn9j2/OGL7bM8bn4n8T6C1fy5ZUDWR0v3r0xsoXd5GGix0x8LV0f/3eMQWLn6ZwTeuuZrSVd5ND5pPZtP0li+MmUHpZu6i0afvLr9E7osgREPk11xK15yNSPSMsu5LGckcdnSB93mgy8gBq9Zg7hy6Xq5ToPP3L9deBEAG0rAq+fyfDlxAtXugeDqlK9gjT2R8kIdKJ08MBToazbzrQnpCanhHXt2GO5zQpFuietNSGjX7j39+TOn+/ajs8MSuaNQeOdwai5BuupBGyPZZRefnuC76O/nbBrqmdkWIRvC+XnEeAIB3+6FKVJ7xgwO2U239otwfgRfBqeQIwpLmkVS7HcNotO600mspnflO+rut+h1dmzxzP20Ekx+V91rzgQhUesUojU2i92BvfZR2Rr3ZGgLdDgAdU+V3EGlthyo9FYyKg9oYH2gluH3gbS5oC+VnmriZ/j7FOPZm1B1yuDfsDUNjVJxcV4Q2XPdl0e/g0fn3QuR5sDFbvdY+8B+q3SrvoJhUjfyNLXvwQqrdkgVzKd2V98g10QUhDJZVg2EYaLtoNDkAVD1CI8p1B1kwag3hrCVV8eAjQdm57+Z613XKUbrY97Bp19/jXudMZdjKp8/o+NLL//kz9eR/T/4ncs4/p4iChI+fqiNqLUuSBPvBnURZuh7xBTqJUOKWrzqx7lMSwHHioA/lh+gJr7nrCOye+ujvYFUNglX0FpqSfQGcOEyDmXhJQWbbWwLY8Vlj70Ph2LEVYgwoTpIktJ2wEwhsUZDgsfopVLavoQr1i95GqJPk37Y2k4jwgE+IizRtW3aY0vn9348AbtzVjM2P76D6I4oSqvd0IvgdNW69R6pQ97u5CNaRqG5JkuC2ViPsV/LObgcPj4s2MB3NNJhs//5X0dmpgIz8NVUItdJb6kSRh8Ndf9r+9UgoJGLbWhJQVl/qIShBPYerUP/EJ+CdSjtRlLB9UQtd41uU8No1e9FyUr4/SRARbHGAdweIfeGnE2+VFe4Tyv1IkgQ+Xp1ltxvuA2QeUhR5REK+aN6/40Aj9v9lNQFEBICmYw7i/sJhHzzuFmL8hDw2VG/9GJEACf6SJAldH36FjtfnR8l9ACDcZkOgXHZOxXAE1le/QPtc0gkJOKzwtNBAu4jfA2eNss2yZl0NVt62kqhLLfICWrbUxN2x0GUln4+nogRhGxl1ijcuQn4BL1x+EF1Nvce0CEH4/t0WLfW7UVW2lMBZiJJA4AN4mwveHSTrW9f+zWjbsJgCibXV7saxbW8S+/t5PoTDpfMRDMXfGvdzya+AsJ8uZ51xDngF6BI4bF+sDDI5XMii7v0X4ak4DkmSIIgRlNYsQXPHYcLLHzjOCGs9acT9XhEbvnZAiCmpxwthdLgrwcZsGdIU5KPz44XoWvBltLwgAOzb4ouSDvRIZ6QB9ogCdOuo86N8Wxd2LmgkBqQYDMD6+adR9DfDMOisduP9y9aj8WA3SIxjUL+3HW+fuxz7Pzyp9CclHYa8QuizlVWqJEl4/alOErEblPC3m2qw7nMF7CMEwmhcuAe8J0gc+8qLNMLZK7kgxGzlYFUshJCAimXKhBpwR/DtC2X4+q9H0XZSmTCcYStOuLZG+6PJSoFp4iB0LtgU1fkdbajYMBftFTuhMSgRCr2BxT/ubiAMNB8JoKH8WwoBrtGYkJyshFW12blo/ewjNL37ZrT8ZTDkRFn1Upyo+iZqcERJQLVtNw42f0U8s28Xe9BlJZ2a1io/vnlRiYJIIR7qZBOaX1oS5aMOuHmc2G7Dkn/XIOBV+mhr8iMlz4DMvnLageFYeKusOHLbezh03VsQgsrEO38ROeF2bjyB8r9+BUOhkldnGAa13kPoDNbLfREEOHdsQ+PLL0AVw0x26tCX2Lvy72ivPxAdB2JYAKtmUT6XjNTY6r14//qdaD8lXz8UdOLIwXdQUfYNQt1GIORzIBLwoHrrx/DbFfR58EQlpEAQiTPPBavVINzSgcY/vYXWZz+COksOb7MaNVLvnAXRE4DgUwyfzpKOpl3foGnXEgjhICRRgPXQBlR8/m+ojQpbWta4LCTmJ6Jpl0Ktyao42MvasePBFVGQZzgk4sXft6CqlBznYjiMtrVfE87Gl18EsG0ruWMk7BeQVqBHSq6yKu/sLMee3S/i+LFPojpJkvDVN36CPU8UIuiyliIppV80hdHaVYK9pXOJb1aVYoZ311G0v/gJIp0OSKIIMRKCv7kOzasWErSeDMMgq2gyUSWtvasUicYcginvl5BfAWE/Xf4ncs4/pySYVbjpr/kI+kjv0jxiHOwHtkMMywONY9WwmPKRmUwCWrKL9LjyATJMOX6GCWOnGdF7q+WowhuJEBOrUSNx+rkInCgHo1HCUnf9MRkabS/GMk0f4vfAc1IwsFdpOwDQpKXDtX8Pgs3KqnrYFQXwtAeQlK/kj4ddVQhjuh6W3ATs3yvrtMnpSBlPhtFFATj/chP4CKDuHsuWFBX++HoBYknVXMebwKpV8JxsRdJ4BTl73wM0wYGRIekkcydmI3diNrxWJVSsT1Rj9hNDMevxIRB5CT3TtkWTCZM6VUGpZiUj+/dXI9TQAdEbAGcyQGtKAcNyyBtDEoWotSwuvjEJGq3yDoI+G1RaI3yuVpiSlApLAwZcQeT0Ob0e6VdfD/vGdVAnpwCIQKe1YFj/67snZ/mcLMOhb8oUhIUA8a6vvDWRygXnDEiAxxEB370qTpw8CImTB0HwBiD6QmAtKiRY1HhwHgkIAwC1hsOtrwyPlhEEgNTpg5BQlA7H/hpwOqXvd9+iOChiRICnsg2WsYVQJZDh+j4JI8Ey3VMAw0AMBqDNzYW+r+KkZBVNRmbhJCSmKA5c5jmFyDynEEGbD0JYANdNSTr8slxYT3lgzpInfL0hFZOn/p0wAImZfTF41u8BkKtOhuOQ9cyjYNTyuFClmKEyG5H8wFVQJSlpC21BFrKfvBN8lysKCmMYFqmDp8BrrQUYBgzLQaVLQGKfIUjIUPptSDHgwtcuhKNa2X4GAH1vGI79T26ELlUOkWu0LGZckYix03rhL0QBofYWBJobYMiT0wA33UyH1Tk1i5ueHUi8/7S0wUhKKkIgoDi4DMPghmvJ43k+iOHj7yN2aiQnFkGrSYRBR47/xEumwP7ZakCSwLAsMs+TS3FKAk+ynSUXEu8PAFKS+iEncyx+lf9eOeuMc4/oEshcLKvWoM8dj4AzJIBpl1e1eelxatkBSMqggVksyxBxCNVpipibzp2ExBlTCarP3ob5x4hhwGAUDh8FVqMBoGwlmXK/DDaJxHifhVO6wVDdxpkzGGEsJkEpnIrBhVfSOdyUTDLHlTS+CGMX3k/UDWYYBhmZp0HNxBFjJm3IGYYBpyaNGsfQn6m2QKF15FQa9D//vriAoAuvJUFcCeYcjJ5OsyEZjTSDVEL/gdDn9+l+tko4kmHo96XhaEBabykYYkTBEBpwxxm/f/ViyYpfLlOfnwJ9Pu209Qir5lD00IUQ/HR509g+MyyL5JmXQPCRdZ9NyfFLRAKALoV8fyzL4OI/K1urVKr47FbRa8ZcRzeYBIOxOi2yHruNGCfRfufStZFTBk5A2tBzwTAMRACpQ6cgaQBtfBiWQXJ/svyrPt2IqW9fHkW8A7LD3VsSB49G4tCx4HTf/b4SLHQ+GJCBWSbTdwPpNFr6ujpNInQaGrOiH9EfWc/+FpyxFwiTUxHgNXMqjSfQac2U7peQXwFhP13OKkDYxVkP0spUGoEbyKMHwkNvfkXpPhjcP+51dJvpyfJYtYzelCQJotsLzmzC3eN2Ue32nEcPXvvFNF3mbU/QNaO/euISSuf4jRxmlkQJDNtNpi/GHzDhKvq+X7nmU0r31Jt3UDopjn/BxgHVOofQbGgjBtNgoq4AbbhtezPlXKnLATEchiYlDQzHIWwWwdvt4JKSohP+hAk0I1blZwMBABG/Gyq9EQzDwj6ezgEOfI0OzVc8ShvVpDTZiRMCYUCSwBm0uLrPMard7kn093DhfrrONgAse0oGD/Wms+wNovr9C3Q979eeuInS3fnsCkpnF+hn+9E3F1G6GbPk3LzAi2A5mRUvQxM/R/nZ8QmUbs6oHZTuw+UyZ3gsnWjhchpYN2k+jQvY8Jy8oyL22bSPZyEJAsLWNqgSzeBMJpiru3PqfjcYTg2VzoAEa3yE9z0vLqV0Hz5GAzqNJ+ia6ohXGjWOU5a3oIXStQXMcvosyEeBdTXriqh28+99K1638ey5l1G6ihcyouVD1emyA9L/RRpQ1nBlMsIOGxiGgdoit6t45peh7xy49JkzOr7i6qdO+7fy8nI89dRTqK6uRkFBAf75z3/GranwzjvvYPHixfB6vRg0aBCefPJJ9O8vz93PPPMMFi9eDLVacajWrFmD7GwaxPlD5O2338bdd98NvZ504LxeL9566y08/vjjP/hcZ13O+bvEG+qC2B2bFvhQ3HqzBzY6cWznd4MoRF4kQCex4tt1CO3/mQcxLBsFvyuMeTftRP0hklGot88UCXgQ8pBtABns1XpKMSZBvwNuWz11vPdwFcLtjt6Hw3eiHpEuGWgiRiIQIxGq5GN1qR/7N5LsRoHOFgQ6FICRKPDwWxuJXFePCOEg3HVlhE6K8PAfPh691ul8RNuOCgLwxDAMrEsXoWXRB9HJMdTQgJYXX0agXMmnS6IEPhAffFO/4VM0bF4UBc4ET1aDd9DvtNNTDadPyU/yDhf8h09Q7Vx7K1Fx/7sINslEJs5WP8Vq9WMkEvbD1aHk4wU+hMp9CxAK0AxT1oZe+Ad3O4Je8jupOuTC0lfqCV31Phtq9pPturasg7+BLGkJALtfPIANf9kRfUdCRIzu14320e1DqL6Veo/2Fvo5SJIE524aEd3ztx5xWwPwdNAgTXszWfXMtX0bWl97DbxbeT6uulKULXwWQQcJ3hSFCFxd5O6HtpoAydLm6URz5ZbTfpO9pda2j6DV/a7jerYAiryI0v9sRd3iEqpN2N4JX92p6G8+IuHwHvo5BgUffLyT0DmXbIb12Q/AO2PKWkoC6jv3xpy/Cw3zX4N9f/x38HOKdIb/TiehUAhz5szB1VdfjYMHD+K2227DAw88AJ+P3FWxdOlSrFixAgsWLMC+ffswadIk3H///RC7553y8nK8/PLLRLXDH2uY7XY7Wltb0drairlz56K2tjb6u+ffvn378MUXtEP9XXJWGueT7p1whJWViyRJaHWeQEnjN3AHZL3P24HdG5/CiUMfI+BXtvowDLB/g5M6p0dSDF/EG8K3F76PDVd9jJbNVdHByjvccH6zDpqCHAh2+RwGswYqLYfUQnJl1hKshD2sAMJUugQ0HFiG8nVvwdOuTKCrX6+FtVr5IJ3tlSjd8Q4qDy4iJnMxFEHr2wormuAJoG3uCnQu2ARVirxi9h0vQf3fH0PDs0/Dc+Sw0u+IhK3LSMOuTUpH3Yp5cJyUKUolQUDdN+/g5Ht/Q/uetRC7HRtPw0mcWvQfsN1gFEkQ4Nm2B61PvQjB442unkr+vQWrz3sXR/+1OUqXCgCBJjtO/u1rhB3KPRqHjIS+oDiGnMIM/aCBcG3arGxjYRnUfVuF5ZcuwK6/bojed9jrRMjZhdTBk8F0h8FVacloe/JV2BetiJawlCQJzbYjCPLKJKdKMsO5dAOcyzcSDoxjaynM5wyCJsMCAKjY2o63r9iGnR9Wg48o7fyiB+28EiUQeBGb59Xi3xftxPENihHx2hvRUX8w+jsS9IKPBFC591PwEeXZREIiPvs3uSrTGpJQtu1duDqUwihJmVpU7HcSSOrmEy6s/HdF1EBLogjngZ1o/uhtWJd/CcGvPG+GY1F8QQGxkl/z7DG8d/VWNHcX9WBNBng27EXzIy/BuXJ79D20lLnw3m370XwixnDu3Qn/KbLIg81Vgz0n5qKqeWNUZ0jSYMG9e9BZq7wDPuxH/dEVhAFMnDQZbIIRbEy4ObFgMHSWdLAqZUUUDrpRuus9SL3AgMe2O3BovTLGXV01aKvdi1OHvoDAK+mATl8NDjR/iSCvOMO+sB2eUAcQU33pUNOXONm+KVrrOuAIYvHVy7HkhpWwVcjXkQQRhhwzGleVIRIDqvRWlaH+k9ehSVHAex6XiOWLPPB5SKe5zV8JX4Tehmi6cCJUFiU83mw/Cl/IFu2PJjkV5pF0pOOXkF+KW3vfvn1gWRY333wz1Go1rr32WqSmpmL7dtLhcDgcmDNnDvLy8qBSqXD77bejtbUVVqsVoiiisrISgwadWdnMHTt24LzzzsP558sVB6+99lqcf/75xL+HH34Y06dP/1HnPStzzv2ME6BilZwwwzDItgxFtkUGfwUAGE1ZGDr2TiSl9icmpXEXWFA0hAaBmBglPK4x6zBoziTkXjQAWosyYQhddmT+4xGZEAIAIIdez3toAIwpZH4uQ0vmiRiGReGUm1C9/ROouxHJIR8Pjy2MpOwY8Ej2UKTljQLXne/zd9dwZhgGgZNN8JXWwTCsGII3AO/hamTcfbFSuq9ffxjHjkPKpbPBJSjOwsDRCfjt81oIvASuG1XOqtQw5vWDvWwfEouGgNXpkDXtCpj6DILaZAEASBERnoYKqAwmJOTKpCgMx0Fwe8CZjDCeq0wQeRcNQPb0YmRM7oPoSwCQet5gtH5zAL4qKwC5BKdpyEhwWuWeVRYL0u+4HYHKUxAcDqiS5VBdv2sGI7HADE+jKxrSD3vs6Hf1I9AmKnlHVWoyTBdMQbD0FFhjAoAAREnA0LzLoebIXK9h9GD4th9AwqRRQIYWgj+E1FljYJ6oEK2MmJ2DcTcURPckR49lTdAzynPlVCzOv68IWf1N6DPSEtX7XVa4bXUQIkFwah10xhQMnTpHjuZEQkA3WMhl45GarQEfFqHSsN3n1MCUWgh7ywkkpslh0tRcHR6cOxhBnwCDSR7y0+8pwvR7ihDuqXgmSSh8+HGwOn1033yPFJyTg7wpymqCU7OY/dQI7FtYi9Qi2QgwDIOUO6+A9cWPoUo2R7+poRdmoPGYC6ZU+XuMOB1w7NgKQ18yJZRiLsa4hDsR4RVDpdJyyBmehI5TbqR1X8fRWg4+HIAQCUKlkccWq9cj6ZKLwcZw6rOcCrnnXkMYZ5+rFXwkgMReOdjUXB06YiIQmYUTkVk4EZIkEk5AWkIxtCoTtJySFlCzOgzPuoyYI4ZnXwatSnnPOosW/WYXY9DV/aCzyO+O06rQ99YxyLt0EAIdXqhNOoiRMOyHdkKbmgl1ojKfJKVyeObtNIRD5FqywDhcAfR1i7YoB6YLSMObaR6M/P+PvfcOk6rI3sffezt3T86BSeQclKgICGbBCOoq5rjqijnnrKusOaIIGBFQkuSc4wzMMDnn6Z7OuW/6/XFn+nZNNQiG/a4/P+d55mHmUDdX1Tl1zlvvSSbz7ymTz4fzyAH8VaWurg59+pAleQsKClBbS0Z+br31VuLvzZs3IyEhARkZGaivr0cgEMAbb7yBw4cPIyMjA3PmzMHZZ9NcEyeSyy67DLm5uRBFEbNnz8ZHH32E+Hglp88wDEwm06/SSveUv6VxjjTMxxNWpUZSKs1sBcg8uScShmHQ5+qRlF7XLz9q+/zRdE5Sw9JgGo3ehAHn3Blm9dGZ1Lju1UHEBKLV0blRADAOyUXfz+6DJikWoiijngvm3gVVrOI8qOPikTbrmqjHxyXSXSVz4iVQG2PBsCwkBkgaRpZpZFgWmWddBt5PgowSLjkf/KTxhBFIOb0Xook+MwGj5t8BTYIR1q7InDomFrHDTqPaGgbQGID00dlIH63k8WMy6bweAMRdOBlx500E00WqomLVUEUZHjGTxyFu+tSuWt5uqIw6wjADgCH++P0jGlBs8BSSOjSr/yRk9p1IsTep1Lqw0wUAKVla3PIszUTVZ/RMoh0AxKdGvyetoas2tEpFOGSRkjuRxkEwLIMJN5CTI6NRI/3B68EaFYeGYRhc9LDi4GoSEpFzzwMQQ3T6Q6M2QtODYe6SF0aGHSsASM0fjeReI6jcbuxYeiUYk9WH2PaUmD4QI1P6ENsbAWD0eUk9D+26d5ZKIcfpSDBaT0Y8AIRhls/DYNQtw6JeQ5dkhC5JPger0SLnqtvBe+j0BcMw0OnJm+lpmAF51cz0yIVHu0dWo0XCaXRZ1T9c/iREk8/no/K6v1aRcP/+/Xjuuefw4osvgmVZuFwujB07FrfddhuGDRuGbdu24f7778fixYsxYED0uf94ctpp8ny0adMmZGVl/e4qa8DfzDh3XNqH0mm8cu8ReS7sZetvlAkuJEGEGOKhMmjx7iO00ZJmRP8AN2UspnSB+2kqwrW9J1O6zo9kMhPRHwRrkCfY7KRWqt17y6ZTut4bjlK6ziEy9aUY0EGlN0CoBcbN6CLH7zHn5velc9pvPnE9BUZ6+w2a2eyOlbdTuoFvR5J4yGHx9D3dHqUa3bSW1tx86lgxYvuTCoAIIK+CnrQAYNa3myjdO1/QoJ4hN8ihVJETwsjcpne7DboyFCzjIjnNpS7qRtmYaLpC14CEtBfo4bPmlcGUrv8mGkw0M47+VgCAKPiZ79+iwVrv1k2jdFe/sJbSparpXPqXz11G6Zgoc9GGzaPCvwt+P1QGA1Zc/TbdEEDBGJoS9uXCiwHIIXNIcrGXs88rimgh948JM2linl3OfhQo7ryn6eptm57ryZUtoHUiG8GcxwCQoPapuu6FQUgSw47Pt9fTIMrWa+hsX0IX7WtkDeURt9NFJjYX0d//bGMhpXNHYSbLX1gf8Zf83R4pv5tqBwBv7/yA0j07kOYNr+jBbQ4A6NpGKkkSIPJUpOSPlD8LrW0wGChDfKKKhD///DNeeOEFPPPMM5gxQwbTjRw5EgsWKIDXc845BxMmTMDWrVtP2Th3S2ZmJlatWoWioiJwHEfhD1566aWTPtffLucsciHqhQU9NpSufQ9+h8I6JfhDOHL/t6j9ZOtJn7tnyTxJkhAK9GR64onQHQAiPwjIZQk7PiZRtiGnH0HLb6tBHOzsQOP8d8E56PxUyBNCwEHej6vDDy6izF/AY8WhVS/D3k7mCRurg7B3Kvk7weONCoaJxkQFgCICAQC/2xw+hyjwFLgJAAIhN1HkAACKt9kokBIAiDyPkLMrzydJOPL+Xux+agPRxu+2gA/RgJuQ24bG7d8TZR/FQBDWr36G4JLTBbwQQm0riUq27a6CZWMPAJwkYdODG7D/bboKEMfR9126xQyvg15ddvcxIcAdt6Z1wMOjufTX+4q9tYzSiTyHjrU/gXM5wjrebkfr++8iGFH9rbmRp8KsgMyO1fN+rQvXwL2NNFDVa+vQdkjJs7ttHASePJ+1woZl1yyHuZh0bhwtPoR8yjdxWesp5i3rz8vhKSwidH5HO44uexm2OhIJLgghBEKKEyOGQvBXRS/t2bD1W7ialHFgrybLO/IOJ0RvdFrf9ir6m/BBHp5m0oESpej13UM9WNV4TkJb84lr0/uLKxGso9HikiTBvng5vAdox+GPlD+LhKR3796oqyOBfcerSPjhhx/itddew0cffYQrrlCc9j179uD7778n2gaDQeh0J94CeCJ55ZVX8Nhjj+Hw4cOoq6tDfX19+Kehgd6VciL52xnn5l0/oXj+U6hd8wWCLnniZ1gVNPoYWKr3h9upDFqkTBoA3htJjSmipXo7Dm96C1WHF3dNlCI66vbh8Lo3ULTxrXDbw1scmHt3NTHhBEIuFNZ8R+3HbSrdAK9DHkASL4C3OOE9XAXvIQWxqYnVo+zNdSh99Rd4auTJKtjeiqZP3kPtK8+iY4mCBAyIXrRyymqEs1sBhoF5w89hna/ThwPv7MfmhzYSXMNVOzqw4tkiaPTKPeqMCRAFDrHJ+RHvQsKXb3WirFAxaqGmZjQ/+xJa334XgWrl+g3uQoQExQFw+zpwpPoHWBzK83kdLSjbMx+dLUfDqyVWpUZb2VZUbPsCLrNyPl/QivoOhZ0qFBCw8sNGLHq2Omygfa31aFw2DzVfvh4e5QzDIHNCDrwt5CSp0ZpQsuFdONqUSTfktqHql4/hbqlCqKufhBpa0fbcB/Bs2QffIdn4hjgPzI4yeAPW8Hvp3HQMNf9ejaavdoSBaAzDILFPIkzp5Damujoe779Lbt0q3WLG0hfLULlLPqfIc2g5uBpHv38BpT//W36+Ogv2zPgPDt/2Jay7FUPSXObGO9cexIbPlIlr81Ib3ry3Aa315F7nltKNCHgVhy1obkfDvHfg2L8D7pJC5Xl+WgpAAm9THKVfVvhRW6MYBq+Tx/evN2Dj1yStqnP1bjg3HkCgqjkMomvc0Yzdb+xD8x7FaIiihPfuKoPPrZwzPjcOQWcQyQOUsLPHGsCPDx2AxqD0z5qiZTi09lW01++DJIkQ/X4Eamtg+eYbuA8qFLP6+HRoTYlQ68m9xI0d++D1Kw4Aq9XCc/AQ2j/7HKE2BTjaWbYbnrZqBF0Kg56j3oH1962Hq1E2nIHicjQ/+Dxan34D3oNHwu0Cbg5r3lb6u8iLqFlejvU3/QSVQYnASJKICudu4u/Wqu0o2jQXbjtJ3/vdPBc29uB8twrtBO2ve8NutD//AcxzvwLXZuk6pwT7khVw79iDQFkltTvjryATJkxAKBTCokWLwHEclixZgs7OTkycSEYPli5digULFuDbb7/FhAk90m4MgzfeeAMHDx6EIAhYuXIljhw5ggsvpKMpJyurVq3C66+/jp9++gmLFi0ifhYuXHhK5/pbhbUBGcVpyshHUr/RcjjHK0FrjEf/abfDWnuIyFFlX3E6WpcrniXDsMjuOwmGmFQE/Y4uI8IgvWAcYpPz4OqsU8BVJhZnXZYMQ4wyifiCVsQaMqiKNyqVBs2lG9F/wg1g1CqkzD4XiZeeCW9RNYE+7n/fNBQ9/CPyrpXza7qMLGTfciesG9ZAm5oOdM3RetaELFYJ4cf0GwxT34HwVB4Lr551sVp0HG7H+McngO0CLom8iOqdZvQ7i6wWxKo0yB12EcFaFAxIeGxuJgxGxb8zDBqAtNtuQud3i7uAVfJEa1THIyR6oe0CV6lVesQaM5CepIQAec6PkM+BrLGziWvnjLwYZRs/ItxollHB4zeHi1Vo9So8uXgkgj4BPCdCq1JBbYxFsLMd2dOvhzZByemnjc5G/2vI/J9aZ0Rsam+Ya/cjLq0vAA34UAD9p98LjUkOw/sQAmPUI/2x28DqdWD0WqAkBKM+CWMG3opA0NHVRxj0f+YyiEEOQYtb3gPdJX0u7ouQm1wNFxSo8eDDpLHIGhSHpzdPUpwUtQbZoy9GbFY/+KzNYBgGhtxk9Lp6HDIvHQVtkpLjzOhjwmPLxxHh4ILBBgwabUJmHlnK0+9sh6V2P3KGXSBfR6dDr2tvB6vRgtFoIQDgbVbEjhsP46DBXbnM9QCA2++JgcetfBNjnAoCL+HcGxQyF9EfhDYnHQXzngTbxWAmSRJM6UZct34WVBGkH/EpWsQmaWBpDISJWjRGDcb86/QwAxkAVGxphzFBKe4gSRL6nX419MYkAiDW65FHIHi9CLW2QuQ4APIxvUZdBJVW6ceSJMLpbYbJQKadEs4/Dy2vvwlfaRk0GRmQRBEaUzyG/ONZAguQd3YeihcWw3LMgrjcOGjzcxB/yXmIOWs8VHHKd6k7ZIejjYxQWYrakHtObxiSlVCsIPGI00TSrMrjKzF9IJKzlBC1JEmYdVMs9AZyfZWsIquuxc04G4nXXARVckIXTgIQXG4YTxuOhEsv7CLY+fPkzwpra7VafP7553j++ecxd+5c5OXl4eOPP4bRaMRtt92G0aNH46677sJnn30Gr9eLmTPJAjBLlizB+PHj8eSTT+LJJ5+E2WxGQUEBPvnkE6Snpx/nqr8uPM9j1KhRv97wJORvZ5wTCqIDMxiGRUofkhGMUbHIupR+0UkZMvQ+MupijMuAMU4ZGIPG0oQeSbEFSIzJp/R9xlwNtdZA1tGNNSLuLJLG0ZiTiDGfXQ9NvAH2rgUKq9Uh9eLLZO93E70HN/L5Ygd0P3sLVDo1LvjsonBlKEDmvL7wiWEQONqTTisg303PSaFbdHm5yJxzD1iDAd05xUxTD8CULh69s8h8e3xqXwydfDdUqh7l9zR6DDrnbtkx6Nq7GW/qheG9aSBUZMlDbUIyCmbfD7WRBjnlT6fzSbkjLoZaawx/A2MyvddRkxodOKRi1dTkzuo0MPQi28fnJ0QtsNBTEjKis4HFZfVHXJacI1ebdMi7+SyqTTdqO1IKBkVhtJIkDL/gIWj0Sj/VxPeoXw0JmuQUaJJpvATDMIiNY4i/r3s6n2jDGnQwjuhLHZfcP/p7vPWNvhSQps+FJIDv9Jn5GHmpwlrGMAxiEqKzbqlMJhj6kQQ+sRl9iJUiw7AY2e8fVDpGk5SErAfvhyYtTcYcsCwS8uj8LaticeHHF0JjkvutNicL2hy67wyakoaBk1PDeXRWzWLs05MhBMk0gJrVIttEbu3J7ENX92IYBnrDrxs+fb88SqeOj4M6np6f/hT5ExnCBg4cSIWlAWDevHnh39etW3fCc8yaNQuzZs36w+5p2rRp+OWXX3DnnXf+7nP9rYzztmf/Q+kmvUwz40zPKKd0Y9+mGbmerrgs6nWe2HklpWPm0JPygHciw6tyeFhcFmXQmBXvttt05QXpHKljCV2rmDsaQaofCIDV62HqAjfBBADKSm7Zl1PCv3czOC17my6Ld8GueyndP6bQ5Sq/iaERtKxemYzEYAisTouPx39JtXvhiVvCv2tYHSBIWLv6G6odAEy7/lZKl6oKAdAi8vky/kGDo5zljsi/AADTv6ef5Z2VNABvxqL1lG7VaNppmHmUZrv6x8MPA6CZv2Kj5CX/s5QuL/hi3SWUbmkL7Uh+2D868QHDqqAzKUaS7XpNQjAQ3qaWciQCP9HVH3xXRZ8yAhK9AovdaqSer+iXkVS73RmjqGvnrO6k2m36J20cc0O0I5mzkc7FW0ZEOn0RuwS2O6i2Az6I7CdyXpxPpcfl7qaILVld2YEbJtB9Z/Hc8yid9XT6vlVzlPfU/b5FrQRJZCGFQmC0bBiJ/fxoGiR4e/FBSmdiiyjdC8/cTOnwT1r1R8jfh39SloyMDHz44YfYvHkz8vPzoe0Rmfg/QNhvEG9HA3g/mfsr29SOtW+SwB5LK0dUn+oW5/5qSidJEvhOkrxDEgQE66MDNIj7sdHlCn0+C+prNxFtOY4EnwQtLrR8u5s6nySKaP9yHtyHlRxc8742rH14G1GAAgAc5YdhObCxx7V7ANtCNMgrEkTWLbzFFpV9i2u1oO35TwkmI5+nJ5jo5HNhblcLykuXIhBwdh0roa35ADo7jlFtJUlCsEd42e3vQJBT7qWzyY/1n0UHcEiCANEvO0c+F4fKvTTz2smIwAdRseNLhHowf3W6qiFK9LuUJIkgEgEA22G6jKgkSQh2kn25uZEHz9P9NuRT3pftwDbUL3qXeu9Bjw2V2+YTwLjuYyKFC4rw2JV+EXRZ0bDpG4j8icsk8l43Gn78DJYdv/Q4vwheVL6TJAhwbdkB8QTbZbrF7WyB192DHYwLwd9SH7X98d53TwmGyL7sL2ug2h36oQ5eawRWRRTQVrgeQoi+b8HnQ6iJnA84uw3mb78Jl4Ll2jvQ9NzLcKym0fg9xe8RwoVVusXcEkJ5oS98nyGfEy3F60+aAe13yZ9FEfY/KoWFhRgxYgS0Wi1aW1v/DxB2qrL3QBAdZnIwBu0dMBdtIXQqDQO3hQTRfPtBJ756i0SPck4fWhYozDS81QHHsvVoe2ouuA5lBeA/UoG2p9+DFFGvNsi5Udq4CgerSbBAc/E6ONsrCV1HexGczgbwvGKQm1r3oKl1b3hCNa8qRMvCHWj6fAsx+LzHShBsaYHgdIZDqxqTBu5WL0zpSs4rYGlFy8bF8DRUEJPJK8+74fdHnG9fCZoffR/mj5aAa5OfMejh8P0/d+HQD7VhQ61KiIP57c/h2rAzXNYSABw/b4EUDIFrUbbg7FrnRm2Zck2RD6Fq77eo2LUAthbFyDY2c9iwjXRKJEmEx90KXVfhAEkS4HY2ob31UMT5RFSsqcdPd2wm6FUlSUJZy1p0OMsj2krYvViho5QkCZ7Cw2h57x3UP/MkvCXyNpqqfQ4seKQUbdWkg9PBN4CTlL4jCBLWfmfDo7Nq4bLxXe/LhpDPCXOtAkQURB717TvR0LGbOF9tRQhz/tGGypKIvmPzovoLpR3vCaBl2SEU3rUQnJ28n4/mutBtWyVJgrOjCqVbPg4DEWWe5WRwTjsCbU3EsW1l2xDyORBwWcLPsmKxBwf3kGOjYq8DJdsUgJnf2gpXYzladis7DzyWBlRt/gIV6z+Gzyo7oCpjDHRJqfBRhpNBaevacN/mzJ2wL12B1lfehv9YefhZqo4uwdG9n8HcrNQ3bqrdgiP7PoHLEVEeUqOFeesq2IsUKktJktDiOYYD7UuVXQKSiCbXUXR4ScS23VWPtk6SOz3YbEHrG99BcMv9MejlcGxtC9a9oWyz8tva0HZ4ParWfAzOrziAgcoatL36DliTMv54txttn30K37ESBFvk96PJzACr1UDfV8GRSJKE9mAtmvylxP1s+9mGllrSCago8mP7amc4ZeBsq0DrsU1oKaYjP/8nv096gsD+DxB2ijJ+jI5agXBeF6wlu5E6XMmF9h6fAj5IeqFzXs2EzcyBj9j+Yt9eCn+dGZzTB028EazRAM+2fYidNgGGIXLOS/D4YPt2FdTJCdAPUMJhOk0s+mefB7efLIRgiM9E3f4fMfT8B9AdzDaZ0pFfME0OE3blqjLSRuJo2TdIS5FDfjk3T0bG5WPgb+hEqNMNIB2SJIGzmJHz8KNQJyaCYeUwa3yvWIy6aTABrglY29Hn2gegTyJBEY8+GQtDRI4r9qxRgATYf9wI9oaLAAAxKXqcfk1vlKxsxGlXyc/IaNSIOWsMHN+vgi6/FwzDcsDbXdDmZyHl9iu6qg7JkyXDAFUlAfQe1MWipNGj9+lXoGLnVwQIJ7eXBr2yehB0qLToP/CycAiVZdXoP+QKmNuPQhR5sKwakiShemMT+p2fB0OiktcN8V4Mz7sceo0SukwrMOKGNwch4BFgiFXLuc1Rp0GbmQXn7p3QpKUDMGPEuakYNDEJlgYyzZCmyiUxBCoG51+TiN6D9YhJkMOqxoRMDD13Dsy1+8K5SBWrxun9boTb306EhHsP0OLthZkkBeeKo/DUWCAJIhgVC1anQfuao0ibOhgx/cjvN+fxeIXEQpJgbToKVq1FYpYCyovtNxT5198Hf2tDuMa3wIdgTMhA3umXhOlOWRYIBSWcNo7cclJb5ILXyWH8ZfK1EwqGIS5nIJz1xxBy26GNTYRKowMf8KBg4rXQx6V2fXcG6VMvg3nrSog8D1atDutFiYcn2IlYfRpUMSZkPHKfXBaSYeS9zAwDrT4OyelDkJTelauVgMGjZiMU9CAYcBBOakzfIWhfuwT6tCwYsmRK0uyYIciOGRJuw4CBIHLIjlV0kiShqWMfkuJIdrHY8YNh/uIXdH63CWm3T4fOpMH1X56J5iN2+OxBGBN1MKb0wsgbX0XAaUHIY4fGEAvB5UbnV99Bk5UBdZKS6w81NyPtqquh7ZUDVqOBCLlfGEeNhL6/kr9nGAYZOppQp7bYi4w8HfIGKrrs3jqccYHSt1P7jEVS3gi4zbXgAl5o9HQhlD9K/o5VqXiex/r161FbW4vZs2ejsrISffv2RVJSdKzF8eRvaZyBrhKPERJfMBSmzN5Q6SIYs7QqDDqHzuMmpZGgpYQJ/aHLSAiz67IGHdKfuAvqNAUlrIoxIvPZu8FbHdT51CotEmNI4EZa33HIGjQFap0R3eUK09LpOr9GQzLGjPwnVKwGIcheuSbBCE2CDJpxd9n8xKnnUMfq4rXoPY0E1yQMpJm3ACA+gQ6yxE4aBcOwvkTJun6TM1EwIY0wTDGTxkHXJw+6vnkABKgT4xB/EU2YcM4VCZROpdFj4Fm3dhHEbA3re34/oymNAhMBQFqG8s5UGhXOe3kCVD1AUzpNdGas3qfR96PNyEDqFd3IT3l1pDWokD2QZoXqKQzDoP8IkiSBVamR0e9Mql2ckS5hqdHKuwO6JefykUgalQORF6FSsWA1Kgx7fRY0CTQRQ2QpT4Zl0Xv0lQgF6Py2Pi0LuhSlz6vUWqT1o7egzLyeLm14yZx8SseqNUjsOzL8tyEhAwPOvxtsD+AfwzBImzID6LGtZ0SvyxUO9dgYqGJ7fisRef3pnC4gs+X1ZMyLGzgCxpzeYecjmjAMg/yE0yndsL5XUSF/VawRvZ6+Hvp+2eH7ZBgGOSPJiZhVa2FMVoBrqrhYZDx8LwSHg2hnPA7Pc8IF554UWcjdb+RTum5nl7hvtQ4JWb+PU/qk5C8Ymv49YjabceONN6KjowOBQACXXnop5s+fj6NHj2LBggWnROH5tyoZef4ouvyYdVQCpUtdV0fpei2n2am2bBwJAJB4HlCpwoOTS6TzV4nZXbm9rlUOAAxNpcsGjoylc806ls7ZXRFDE0hMP3ILpUt/nDYSj674kdIBwK17bqR0TAe9IV+Io58vIY2e6K/tQ3P3bridNsoff08Dni76+hFK12sTTcoBAJkv0wxTI+KaKN2SN6MAc0ZEIS7RRgHvfU5//44z5RVPZPlDNiIt270aTqykc40t/4qeh72woJTSNfhoj7vMnE70JQDIf5gudRnKpY9tuke+SYnjw/WSUxYbiXsGALWXzvlbhypGNXJln701StnHeYco3fIGerfEHX3p0qn/XjcjfD+QJDAsi4zd9HcZ/zjdx0qn0CtB/ucESgcA1bUZxPcDgLsnbKbarX50KqVruFz+N/L4vgtpUpDqa+V3JoY4sFr5d9ZPO7txtbQuazWNTwEA1Vd0fe7xifS8Nc5EY2HeuH42pdu48+mo1/m9kr/o9d91fP31j/9Bd/LfkQcffBA8z+Ott97CuHHjsGLFCiQmJuKhhx6CKIr4/PPPT/pcf8ucMwCixJsQCsDZTCO0o4FEAKD0xwpYqxQQEGftRMNrL8K5T87/SZJE5Fcjpf277Wj/ZhvEoHJ9Rw0NKNq+oAGNRx0n9SwnK7xAG7eaMnKQh5o6IHiUfK4kSRQAR5IkuLfsgRggjxWDHPz1JI2j1x7Cti/r0NnQA3TmaoDVXkWsRKIBlqIJx/nA89FBQZxPea9tFe7ojGUhPxzNpHPjKyWNIu90gTNHqeHbQ9zNlWjetoTSC1wQ9Zu/JnKMACCKAg3W43gIXuV5JEnC9rlFYdCaJIio/LYIQpCc+IPNFtTe+wFcO8ktdNGAdILAwe1uCZ/fsW4/Gh/5hCKgMNfuRXPpRqpcqtNWR5xXEgS0rPoWAQvpYDo9LdTzhXz8r4KPrC0Bqo1jwyY0P/ciuA6lT0mSBJ+zo+fhEAURPtuvA8UkSULbumMQAko/6fxoEdpf+5DqzwFPBDOcGH08A4Bj2Vr4ChVMRIgj+7ro9cG68Ec4V9I5Xs5sAd9j9dx9nwreQfzV93ciaakLoa2JHvvHG0P/J79d9u3bh7vvvptAacfExOChhx5CUVHRKZ3rb2mcre46tNuVwWSp2IPqDfPQWriOmIBqPYfQ4SernPg6/dj//mG0HVCYkBi1GoLXA31eV56VYeDesgsd73wG56oN4DsVkIxjRxlCZidRqP3IJ4cQdJITQ9VeKwIR6GUuKGDF3Bps+rIRXocysWzaFEBhoTLwOhbvQtXji9Dw9opwfWEA8IecaLYXEdcIBUW88XA7Av6ISZfnYXn3O0i8oDzL/gNo++RTuHbshOB2Q+i0wf7Nz2h/5QNwrcpEyeo0aPrPcgTblOfVx6pxYEkzetqLTnslOu2VxDabN152wxIB1At1tKN98Tdo+ugdtH+3KKz3uNsIoBcf4FH+fQnW37Yc+1+VqTS5gIB5tx7AytfKiYkt4DSjfPW7qNv5bRh9LPE8rD8tJwyVKsYE88dfgrMo79AbsKKqbQscXjm6IUkSvK11sJUfgM9CRjzMR7bA3VQOv1WmvBQEDk3Ne1DfsFWJsHQ60fndZjS/8g2YCEKOzionSlfVw1ojI4NddXaUzTuAord3EM/CajXgzA7oeyshcEkSUePYR9yLKPIoOfYdSsuWQBTlPK0mLRGhNit4G+k8OM01CHht4bCzJElorN6Mo3s/gcOqjAXrwa1wVRTB16zoHO5GHCpfAI9f6RNVOzqwcW5p+JnFIIeWT9eh/vWl6PhxFyRegMBLeO+WI1j6Wg2RU9fl50Hw+qBJiyTlYFB7cDHhPPBBAWue2AvOTzovnXwLnILiYEmihKoPt6LsjfUwb1PAloxOC01mGli9EiUq2diB/T8q0Re7pQIHt/4bdWW/IBhQoiiBqjq4122Hd/chSDwPQeSw/9D7qKr5RdlJodFA9PvhLyYdQsHtRsfn87o4AQDe70XH/vWoWzkPlsMKONUWaEFhx3KiVOWhZ9Zg34PLUbXgQLhu+bENbVjyRBH2fFMHIQLwuG+LB0W7SQClzVGL5jayn/wp8jdDawcCAWg0GkofCtG00b8mfzvjLIg8atq3IsagVJdJ6j0KA6ffB1NKLkIeZRXbN3Ys4rRkxSDLsU7MmHc+hl6r5GsYtQYJEydBl6FMkrHTzoK2Vybcm3eC7crJBtvtSJwyFDn3zwgXXgAAa5kFVT+TK/eRF2agz1gFKKLRqXDWtdmo3u+A3qQcO3asFoMHK51BFWuANi0BGbMnQZ+jkEe0O0vBCeQA9XlEvPBJFkEook5JQKC0FrbvlG0bcWdNhDouDvZ168FotWAMBqQ/cTcSZ10Ert1CRAlUMXo0vLEMgk92NlRqFuf+qy9iU8nweIwxDf0KLiB0jz4VS1QB0qZnIPncC6HLzoE6IUG5b68ZLS0KQl2tV6Pgwr4YNHs4ek3Jl9+XXoXHNkzGiIsy4e7sWoFKIoJuK3InzMSgC/8VPp+3uAS81QrOokzkjEoF1mSE5dOvIHRxJfNiAJIkIsEkV9BiGAYZY89Hv5lz4G1VjBQf9INhVRh8zVOI6yUTnvj9VjQ170KvbGXvt3tvKaw/7UTK7HPC4U4AcDZ7cM2Cc5A1Uv5+8X2TcfGqm5A+LgeeJsUwMFo1ki4/E9osBdvgDlmI7Ufyte0oyD8bY0bfG6aONY3qh/S7LgHXRnKX62NT0Of0KxUHIuRBbEIOxkx5DAnJMgCJ93kg8Tz63fk0kkYp+XJR4jFp1IOINco5a589iFUvHMHAc5Rxweo0yLx5GiBKCNSbwahVUKkZPLV8NMZdlg5vxFYsfd8+MI0aQeVag14Hmo8pq9DDiypgLrcjPpvML6eosxGvUsavr8mGxFG5GL/gJqSfo4xfdVoK4i5SwtbuziB+frEUfccr79VgSkV2wVnIzJ8AnV5mjZMEAcGKOqQ/eQ9S77kBjFoNSMCQgVcjK2N0uHIWq9Ug5fbZ0A/qB97ukN8Vx8G8YBGkEAe2i8tZpTfAUVkIXXwyUk87O/wN4nUZGJJyLtQRzIKxvZORMbkPCq4aCbVB1hviNcgcGIcxs3KJcqWjJ5twxrnKu+H5ICpqViA2hiZL+eOF+Z0/fy0588wz8fnnnxOG2O12Y+7cuRg37tRqaP/tAGEqVo0xfW+CFOGWaU0J0JoSIlopexkNKhL4kjeZJplgDQYkTiXzmQzDIOHK6TBNGA1WrwcQhDYlDhn/IFmdJFHChGcmIaEvyc40anomBXpKzNDj9o+GEfrY2B70feeNRMqFNKirIHUC5bklJKsRwWwpP0uMEQlXnYuYsxRCC4ZhkDxrJuLMFrA6HVQxaqh6ANi6Je3KM6Ay6aEyKsZ42PkZVOm9jNQR1LEaDYOUVHIi1iQmIe3SK2UHYKvsBKRljERyKglm0cXrkTOFRNJqDSrkRdRJZhgW8b16gmAkaNJSkXDhBRRjQty0yWCNRqhMRgBOxBuzEWegJzRjai8YUhSwj1pnQMZp5xJtYmIyMHb0vVCrFXBO4oVjYRiQA0NfkuGqz9nZFKBMbdSg1zQSTKKKMSD5CjKHH6dLR6yWLGtoMpEOZrjt2aMg+smITc7gc8OobADQ6mKh1ZFjQG2MQeqZNAlGUhyJHjYm6nDX0inQx5ErCVarRt5jV4B3Kc6iVq9CzmDyOgzDIPESmvylz9irYEpUSoyOvmkg+p+fS7XrKaa8ZJjy6PKssWdPIKg2Y1N0eGjVROhjlenRGJMKYwz5HhmVCvHTyVy0SqVBYgLZDwEZhJd41SWQONn5YDUaJM2YjmCzEnFhGBYFl9wOTWwi8f3VrIYwzADQ/+ax1DV6j01B77E0m1tuH9IxVqt1GDvqnv/OyvQvuPr9PfLkk0/i+uuvx1lnnYVgMIh7770Xzc3NSExMxPz580/pXH8rQNjEDY9SuthbaGDFrE00086/F8ykdDnro5cwZN10LofLpBmG/jXvB0qnZY6f24qUf265gdIZ6ulwStphGnjUPoH0ycJlEUXaU733qpWU7iwjXbFnlYs2tttvGUPpqq6TJ0GlpB9w9ZTdVLsjF9Jo5byV0d93f2M7pVv80gWULnAtndv/fNgiSveZZTKlswZpkFGnn0Z5t9nl7xwJEip4nf6mDTPiKR0AJJfSbXs/RIP/Gl+mKUiFKNSdLVPobzprEl0Zy8HRFJ87f5YdNDlCIW9fyt7ipdoBQNP5JgK8BQB5L++n2j1eQbOlvTmaft/n7aTBTavuoUFZ2g4aiObPS6B0xsro+AE+jR6XdZdEAZT1oueJQU/Q/a70eZpKtN98Ot/reEp2TCIBeI/1o6kmH94cvb761JE0cLD1DromevmcGOIaANDvC3pO+NMAYV+98buOr7/psT/oTv574vf7sWrVKpSVlUGj0aBv37645JJLTrna1SmHtd1uNzweGhX6dxLOaYO7imae+q3SXBNAoAcDV8/yeYBcIi7Slwq1tMN/rJJqF7LStXVdjkY0124DFyInV9eRQ/BW0pP/bxWvPTqiuiegxrlhEywLvg6H+brlZLinucCJy+QBcrnJjqrdaK8kkcDHO39PH5U/iWt0i7eOnvida/ej48Nl4DqjOxTdIvh9CFroSf5kxO1opu7bba2PWorzZMXZ6ELVLyTOwt9cj9afFp6Q6Ytz2NDy9WcINP86C1IwIMLe+esgsWgc7wDg83XC71dwDZIkwhXoAC/QBlQG4EWADsUgBfQURR52Vz15jy002v9kRBJPDbzVsWQfbNtoQxtZ/vT3VI0KNbXBuez/yEb+m2IwGDBr1iw8++yzeOKJJzBr1qzfVIbyV42zx+PB/Pnzcf3112P48OEYO3YsxowZg1GjRuGmm27C119//Zcy1s2L96P85RWo/2I7Au3KxFnt2gd7UKlXK0kSDm+0YvUnzWgoVZ4v2NmBhoUfoGPNj+FJ0OFpQl3bDlidypaeAOdCnXUfWpwKktbtaUNN7To0N+8hjNUP73egcDu5AljzvZ0AagHAng0udLbx4ftzLF0Ly/tfwXeIROvaD+6C4/AeQscFPWhvOgBVRFg1ZDHDvGIJrOtXQwyFIAkCLOtXon35D3AWHYDgl7375W/VYM2HdWirUgw7F5KwepkXNis50W36oIKqq9xkPgC3nzRAoQ4zeKczvG9V4EQUL2/A3i8riHbV7gPw8OSK99jiCpSvqAlPgkGfgKPrO7Dm3eowwpZhVfDaW+BoISe+zhX70fTBL3AdqiHqIa9b0YMG1R3C5qd2wN0mf3tJlFDzYzGOvrcL1YuPQhKUb9Oy7DB8jWTulmvtRKjZAlWcskWpybIf7bYSwoj4airgKVPYpJzmapTv+gqNxWvgc3WEjy37rgRFnxyC5WiHTCoT8uHo7k9QU/Jz2PgIXAClu79E5b6vw32Tt9rQ8dHn6Fz4LZybtkDiZH1ntRNb5x7F/vkVCHkVo1u2pAJHF5QQNb7d5Ufha6xFsF1Ge/sDNjS17UVTm5L3F3xeBFub4W8gDbsoCfBKJOWl2yni2btaiSyCR3CgkyOdDZclhJVvVRFGWpIkVFauRFXVqgijy+Bo88+E0Q0F3Wio3oiD299CKKiM3zZPOapt5Ngw20pRVrOCQC+7Cw/DXaSs8gW3D52fLIb9uzXwHS4LG0xODKLDT27ls3+/Eravf4KvqBRiFxugzVGD2sbNsFgVR1gSJZhXHIBtWynELvS4JElY/F4ruFAEiLG0CpYP58O9fS94uzxn1W+ux6GPDuHYt8cgdvVFSZJQb9kLm6c+jPb2bN4D1+otxBwhSRIaW/egpf0AgkGaWvcPFYn5fT9/MbFYLHjmmWcwY8YMnH/++dTPqchxjbMoivjkk08wefJkLFu2DCNHjsTLL7+Mzz//HJ988gmee+459O/fHz/++CPOPvtsfPzxx+D53+6x/9dEksCwDFKnDoI+Qwktpul7w6COV0o0MgyGTUpEwCsg2LWqFXkO3tpypJ59MXpdfTu6AQvxpl5QqXTwhxQjolPHINHYCyatkkuOjclEbEwW7I5aoqbzGRckYMIFZJizrSGEHavJVdeuNS40VCkTSOLV05Fyx7Xg2s3gbY6w3tRnADp++RGOQ0q4WK0xoPeg6eHrSoIA99HDSL/8GuTcdT9YrRaMSoXksy8AZ7fBumkN2K4iBIY4NXqPikdGX4XcQqNloNMz6IxAV/MhAUdWtaC5WHkPLm8ralo2U6QajIpF6k3XyyAaALW72rF5bjGGXZZPtMs09IOGIcnj+56fj+2v7EXN+oauZ2Ow4eM6DJqcAn2Mwi6Vf/rl0MWQOcaUGWPAWZxo+WgN0DWp+bwidm4iGb5MqUZoY7VY/8AW8AEeDMvAWtIOIcCj4NLBxP5i17EWmDeQToAECRkPXRMGejEMg7SEwWi07CNpVavL4ClXjDOr1oJhWCRmDoIhNi18bP8rB8Fc2I66tTVgGAZqjR6jJs1BXFIBvO72rmN1GDH1fqTkjITb2rWCVavAWyxQp6UiduIZyr7mvvHIGZ2Cyk3NUOvkPsEHeGiMGlzy1YXQJ8jfXpIk8G4X8m99EIZe8rcRBA5m6zFkpAwPo+31WTnIueXecEnS8PMwKuhBholj41nc/mgKgZ1gwSJWlUyEXxOz9GgocmLH18oq1uezIDPzdAwbNjt8bYZh0C9tCrTqSPIVBnEJucjMHU9UOjNqEtEviSR9EUUeY4fdQeAB1AmJsCz9AYFG+T2qYo1IuPJcePccgW9fcTh0b/bXQsUo52dYFgmXn49gbSMcP64Op24S43uDZVXw+BQn1VvegtSLTkOfp68Eq5fPUXbAg+JdbugiQJqGoQOg7Z0H+zfLwLfLUTF7tR2OOgf6X94frEp5DymxfVHTvh2iJKPyE2+4HGmP34lARS1EXyDcLjN1BFraDyLI/bkLq65Mx2/++avJ008/ja1bt+KMM87AjBkzqJ9TkePmnGfOnInBgwfjxhtvRJ8+faI1CUt5eTkWLFiAiooKLFu27JRu4L8pEzc8ShE3/JE553A5uF/JOXfXIT5RzlkQJKhUpOcY6TicKOcs8hys29chafzZyCzvquEqcGBZmYayZ865W7pzzmIwiJCtE/rM7FPKOXMBAdZGL+IzDDDEacI55xDvC0+c3Tln3umEOl52SLpzzq4OH+K6eL5/LedsLulE6uBkuc61sR0hvwCtQXF4unPOAh+ESi2HlLpzzoInAM7qhj4v9YQ5Z3ebB2q9GoZEPaxBE0KuILRxSniq0x8DkRfQtrwQhpwkJI3tHc45804P1PHys0bmnEVJAMuowjln+97tEHxeJE06B6xag6RjPAUG6845BxwBqHUqqA2aU8o5Cz4fVEbFcEXmnPmQALVWBQdnoHKTO38eBUngIUkIU2p255y7KVG7pel82QALPi9URvn3PyLn7O4MwpSoBatiTphzjrz3PyLn7KupQrCxAfFnngVWqwvnnLlWM9jYGKhijSfMOfMOF0SvD9rsDCLn3P39HU/5IIZ4sFrlHXbnnEMBEVq9/C27c86SJCFwrAL6IQPAMAwm9i2C2qAOG2ZAyTl3XwOQc849pTvnLAghqFTy/PBn5ZzzvqCr2p2KNNxK44T+l2XEiBGYP38+TjstOtPiqchxjXN1dfUpUY0BQFVVFfr1qJ/6vyTnnPkypfvyB5qd6qxVD1K6KafRedkqx3FQsA/QNHtJX9CTw2e5dC7oslm3U7raK2g6xk+v+IzSfdE+idJZH6BBIoKRBo4BgOV+ugylLgqzUspuOqfNp9CTQNwbNLvRvVk0+9JLt9Ml7Fom0zma7bf8m9IBwN4A/R1eeItmO0vbRQPCEj+lCS2sD9GI/OEfFVO6I/fSdKq198iTZaSxMByhwVaTZ9HsWQCQZ6BLJW6eTW/BmP7tDkq36NWLKV3CLXTu1MfR5R21rydSOusQmvax4CraMQMAs4+m82Q/ppHD9gG0Y5j9Lv0u2LU0qpq5mT62/m36ukPSaaN5RSrtFADAosk06rn8LRqRH7eH/obJpbQT7nqYBqgFN9L985+3L6d0H5RPoXS9Xose3Gx+gs5DJ39JA9ksN/koXVIMrdt93u8Dbh1P8uZFH7MnKw230UyB/8syceJELFiw4FcXtCcjxw1rn6phBvA/bZh7iiCcuIxdt/iOHEOoSclFu1vcOPZ1MXydZAfv3FoGT9WJgT2uRieOfVUEd/OJ8zwnApT0ZB8LBkSEgvRA9Vm8YXIC4MQMR5Hndu0pp0BTjsYSNOymWbB4kdxYL5c0jH6dnuxW0Z7xeCUiRS4EzmaN+n8nOh8ANO9cBr+tXak4JArwBm1Ee3ulFUc/OUC8r+MJHxJgLleMvCSJsDvriTZcWyc6P11KAXkkSULn3k3g3I7w3zUbG4kKWQDgsgRRe9BG5Fo53g9/0BH1uYO+yNSCP+q7MO+sge0waahFXoB1pwIo5PkghB4sciGXDc2bF8NRWUids2NvA5G35z3RGafsHRUQeCVCFXLaIHLRgYORYi1sghiiU2WR7FmAnA/uJs351XO2BeF1nbgv8hY7Ouf9BPem/RFtjg/06sn6ZvmlEK5CEm0uHWdccFHGrudQFRybiyh9tPEhBuj3GArQ84skSeHKWYDMOlf/2RZwLtoh/z/57XLttdfivffeg9//+9/rSaG1OY7D999/j5deegnPPPMM9fNXE4+3AweLP4XHp6yaWlsFtLSQA4gzW2D96gdYF/4AIST/H+/nUPRZYfhvABBDPBo+34qGz7eGJxO7rxmtzmMIcMpAYVgGRz87CJWWXFlbrD0HroTaxk0EDaDo98O1cyc6f/ieaLnyawd+mk+uCO2VVmy8bTlqVyjgKru7HjZnBFEGH0BNzTq0th5AICAf7ytvRuPrP6L9C7LWa8jrhL2eLJUHAGUdG9DuViIKDMOgpmEDgRaWRAm1S0vQtIHk+N213kMB3uprN8LrJVflnvJjaHj/TVi3KVGGxkYe9fXkBNtQEUDJXjJ/xvnd6CzZBWddsRKuZRjsq/mSIGQJ2Hwo/+YIVDplZRYIOtDQugu+AJlD3f9lOZbevQNBt2zI3Z5WFJUuAMcrg9F7sBSe7YUIlNcTx7qrSmDethr2QhmQ5Kh3YdNzu1G3lTSajjY/vnv4KGF0Gy37UWcmt5xxIRFfP16GrQuU40NeBxr2L6OcpIbFh1Ezfw94vzKZ13+6FeUvLoenWh4Hzc17cKRoPjhOeRa1KQ7u+jLwAdIZ7djXiL2P/IKmdYpxb1q0C/YDJCAs4LWhbO9X6GhQUkWcw4rOPWS9cEmS4BMjyil2enD40RU49vZmyijWOvah3RuxS4Fh0Pzqd4TxcVZbUfLxPrRsrUXQrjzP2gUdWLuAjJZ0BGrR4lPGChsfg0BZHfhOh9JIlNCydQlspfsIxyIYdKG2Zl24fwU7HGj/YTesm0iQprVoFzp2rQHnIVNhG+bR9bitP+9G5+Jt4CLY21othURflDgBtpV7Yf2Z7BO2jjIUbn8Hbrt8XokX4Np+FA2PfArbz7uU91PYgLafDsJ5uJ66/h8pjPT7fv5qcvjwYWzevBljxozB2Wef/ecAwiLl8ccfxyuvvILi4mKiePRvKSD9/1pEkYfH1478XlOgVilhu9RUFjt2RBRI5zi4t+xGwmUXIu1ft4cNqkqnxrCbhiM2SwmnWXdUIOOy0zDo5ZnhHJI70AFAgk6ttIvtFYeCi/rBkEqGqZuaSUPDMCw0GiOKShdCFHlIgoCOBV/Btmol4s+eSjAmDRyhxzmXK2AyzhtCx8EWDLtzNFJGKtWFdJoYlNQsJQAgbncLtNoY6HTy8fq8NOQ9dy1YgxaeImWSTR0wAbHpZJhGlEQkm/KREUuSegRDLlTVy+xikiSh+MM9OPbpPmSfTRJU7N3iRdEecsKPjeuFQwc+RCDgAACELB0IWdoRN3I0DL0U0hOrVURCjypZGbk6zH2gEW6H8i59HQ3IHHcxMk5XCEFYhkW/9LOhVSshwMzxOcg9tw+YCICSXpcAUeRRXrsyvGLxWORJfvb350IXK6cG4mJ7YcSg2XC5FTKJhBmTkHb/tfAXKQZEDAXhrjyK3Fm3I/UsOR+eWBCPWd9cBEsZ6QBIInDF84NhjFfSDwUZExGjJ8PETSUuDJ6UjCFTIpisEjLgaq1A7c5vwqs1X4sDpvwknPbvy6E2yCFtV0kzVAYNhr83G6beMvAsNXUQsrPHw26vDhtEVqVGyshJ0CUqoVnOF0LnwWac8e4lyL1IqU2YOKY3yp9egs6tisNmbS3GoPE3IbP3GRHPJ6Jz32YEzEpEimEYiFAcCl2yCeM+vgrG7ATYDinOBy+GEKdLQ7pJieypYgyQBBENT80H75D7d3zfZBjSY7DvuU0E33p2HwNm3E7iGQyqGGQYlP7NajVIvnEGmIh8MKNSIWX4WWjZugTNW3+UgXJ8EEWF86DVKXlrXXoCBr5zE0R/KIzABoCk4RPgqjqK2u/ehRCU+5G5wY8NXzYRuxsCtW3QpCeg4N93QJMkzx0OdyMqGtfBqJeLmEiSiJa3l8D89SYknj86fGww4ITfa0X+oIuh1spzDNdhh+gPwjg4D+pUZZ5wHmnE4NeuQsqUP7ky1d+MvnPkyJG48847cdddd+HKK6/8XYCwk2II27p1K+bOnYtzzz331xv/jwvLqo/LTnXNNRFGU61G0tWXUu0MyQYMmU1W1kmeNJCg4wSA3CSy5Fy3jLxnLAX4OW0EnV/NTB2FtORhMohLpULKrKsQqKmGNp2s0ztktIE4n8akxcBrlVxodzBYr0vAqIHXQ6eJgQBApdJhxIibyZrDRh1iT+uD2NNIQ8ywLHLGX07oWIZFVtwQ9JTeuVOh6nJ6GIZBv6uHI2VEJjQmMs95/0vpUPXofckpAzFi5M3Q6xMAANrUdCSlRj6v7PmPGkXnTPVGFu+t7Y+YeOWkpvR8xOcPpdr2SqLBGiP/NZ7S5WdPQq+MsWFUcEyqAWfcRT9zUkIfKuRoGjsE+kEKUxSjViN7+nXUsYn5cRh3z0giR509OA7qHuAullEhJ4UkdYlW0pJhGGSPugi6mKQw05cu2YTBD04j2sUN7YW4oSQewWRKh8lE9i8ASBo6AZKgOD0aoxZD7jmDahc/Kg+9Zp+BhNHKc2f1nUT1d1ajRcLQMWF6y26JYZXnYRgGcX1TEdeXzNeqWS1SjXQd4/ipI8GoWKgTYgDIBrrPFUOQOioLMdmK8Zx0ZQpdLlZLP7NheD+oU8k8vD45AznnzYYpq7eMmFfrMHTYbALlDQCaRBN6P3k5EZJn1Rpkn3c1JFEMl6WNT9XigYUjIfAS2C7wpzYrGVn3kvNOfEwvjBl8SwQ6nUXqdVMRM6Y/1IkK1kOnj0d2b5IxTpudAm02nfvv9Y/xBIvfnyZ/we1Qv0fuvffeP+xcJ8UQNmXKFMybN+835aH/l+RYI83ec+tjNPirYzqN4I45RANCHriLzsMCwEbbYEpnvZsGmXS8SOehAgdoIEx8NZ1r6hxBd3p9J63L3kYDVCruij4oMzfQvpqgoc9p6qBzs9IjNOBN9wQN1uFep/NhbJT4lRhlUOvujg5kY4J03o3LokslqqvocpyD1tEgMRtHA2s6bqbrenMf0DlWxzc0AE/tj/J86uiTlt5O9wlDB52/mrf0Y0p3f8NllC4aUGtQIo2NaLyDppwU9XR/qLyddowAIHk3/W3S19NgtLobaZrN5GP0M3NG+v1Ee2fuPFq3/FYahPTPqn9QOgDQPE6jtS9buIXSffUqverR26KM3yQaDKp10+M3pjJKvzuNHvu26dFzl0OzWymd74E0SldxJw0m7fMtfd+bNz8R9Tq/V/I/fet3HV9/58N/0J3892TDhg347LPPUFVVBbVajb59++KWW27BeedFrzt+PDmpsPYdd9yBN954A62tdIf4/5PYW0sJFiQxGELnFz+Bt0cHWET7vVvczS5wXtJoiJKAIOeNCpqKLCEpcsevYMIFlDKIvNsNT2F0FOrJiK/wGGxfLwfXQubgLLUHEPKRuTFr3WH4HScGvAlBjiDnOJ6EnH5Y9/cAzJzEcacqgsghFPpt+zj9Vh8sxTQqvScY6VTF0VpOgYO4gAd8KCJn7f5tjGGAnD8/qXbOIMwlv14SEwCCITeRU48mJ/tOJFGA/cBOYiXeLR57E/Eejgei+j0i8gLMWyp+1zeMFI+zBdZ2ki0w2rkDXisCXhulP1k2N+/BMrh30riPkwVW8g4XBJfiqHu95j/sHZxQ/mZh7TVr1uC+++5Dr1698Mgjj2DOnDlIT0/HAw88gPXrT42p7aSM85AhQ3D06FFMmzYNQ4YMwdChQ4mfv5p89oEbXg/Zgf0uCyp3zIe5VtkDyjV1wLPlILx7joZ1QYcFbduWI2BWVmEeO4+9K5WJjvdz2Hr/Whx+pweHsSRhV9mHCPLuCJUE65rDcOxQSCwknkPb0oXgXA7icJe5BsfWvgO3WWbHsq5aDvPi7xBoUkAlzvJCWPZsgKN4P4JWhWHK5qqH2V4Or1/ZqiN6/fDuOAA2XgmNiQKPugNLYa5R7l2SJDQfXIn2ks1dqFURXk8HzG1H4LApuWmGYVD++i8UwtbhboTd3RA+V92Xu3DshZUIWhXDWTt/N0pfXwt3tWIQ29aWoPqTbbDuqwXviwDh8F50emspB8nqb4z4W0Rx+Xdo7qD32np4cpJsPdKJ0pX1CHoUlqaD7x3A7pd3UhNYh6scEpS+I4Z4mLdXoeG7A2GUe8vBX9C8bwU8HWQNZLelHpVb56GzXnGogm4ryte8D3O5TDPqc3egcOt/0NlGMjq5vG3osB2D00Ou/hsigHEiJ2D7XT+jYtHh8H1LkgR/ix3tq4pQ8epKhGzyOy+cdxSbHt8eZpfqFoenCS4fWaO5w3oMR8q/DTNwca1meHYehGPpOni2H+i6SRHNe5fD0046XSHBD7OvBoIk36e77CjMa5fBtncb0U4UBVTu/wZ1R34O37urvQrt5TvC71DkQ2g5vAaWij1wtSm1wD3lJejcspagrZUkCY31PMVg17a6GKUvr4azRF5oBEIuWJ016HRWh8/HhUTUFjqxe0kb7G1ydIQLeOBsKUdbyWaEvI7w+TrbS9BSv4u4hqVyD6z1RQp7Gh/Esd1foLmKXJG3OIpR3kEC4/igD5aqfajcPA9cIAIfsr0I1m/XgzPbw8/XvqsetUvJLX42Vz28AXI7XrC6Hu0vvwf3Rvk+AwEnDh78AA4H+a3+FPmbGeePPvoI999/P/7zn//guuuuw/XXX493330Xc+bMwSeffHJK5zop4/zkk08iPz8fTz/9NF5++WW89NJLxM9fTS6+1IDGenLQdtYdQJ9x1yC9n5KzCTa0ImHWuYi/SNZ5mqpQNf81iFwIhnRlL2xskgaL36hHTZFsdNUGDc564xxoTFp0HFaiDSyrRl7aeBi0CQDk1WLTOyvRMm8D4sb3D7dTGUxg9QbUf/wm/E31AICAuxOOllKk9hkHVqWV2YAuuxLJF8+AY8tmiF3VbgLtzbAX7YYo8NB2lZxiGAY6bSyaO/bDH1TCadqcTBjHjYAqRgnjeu3NSO87AdlDlRBM0N2J2PQ+yJtwVVfei0HlsWWwdBQjLkEJU7JaNUJWL0qe+glCFyq4w1aKozVLEGfKCt9Lv3umoPctE9G6QlkJsDoNwDCwH2pE0Caj1INmN9yVHQiY3eEtO6IkorBlGdSsnshltnrL4AxG1NhmWAzpNxM8HyQMpCgJaPKTbF6Zw5JRtaEJS+7YAoETwTAMznjyTGSfmQNzkRJV4ISAPJl2Gz5RQvHzq1D+1gaknd0/DCjj/R6EPHYE7O1hlLMkibDU7EffiTcgpUDGI/AhP8yVu5HcZzRMyXI43BCThqETbofDUgm+CzXNMAw0aj06ndVwesm948uXB8I1kPkAj4LLh4Bzh9C+SwFq8u4A/M02uMtaIXWBj8bNOR0DLu2L1oi65N6AFYdrv4OpB/CMFwIY2m9WmNhClZwAKRCEd29heJshw6oQ12sgqlZ9gPaiTco7EwNwhszhbxA7eCSyr7kN/oYahOzK9jhbazFS80aj9yilXGVcRj+0l25FzY6vIYoCREGAtWo/fJ1N0JkSwzlY04AhCLa3oP6D1+FrkKk0vR4J33/tQ3wEcJD3hWA/1ICR/7kKCcPkFFeQc6OqeQMMOuV8ag2DUEBE0YZOeLpKWNobi1G55UtoTYlEBbvM3HGIjSdTGUn5I9Cwbylqd3wLSRKhUuswdOIdkAQeQb9DOTZ+CIzaJAii4hT67K0IeDrBh3zh6IIY4iA4PMh+/jZo0hJloOU7O3Hw+Q3ImqLgQyRJQk3rFgRCSqSPa+uAZ/chmMafBk2WnFvX6+MxatQdsNtJ2tE/Rf5mxrmhoQEXXEAX3Tn//PNRU3Nq7/ukcs7Dhw/HihUrkJ+ff0on/1+TE+WcRZ4Dq5bzZt0551CrBdosGZASc8gASRBg3r8BKadPgUqrJ3LOVYdcKBgWA7WWJXLO3UCf7pyzIPJQdTErdbwowH2kDr6KVqRfJVMKduecgx2tsO/bjrSLZiKxnvahInPOkihCEgQYnVpwbods3LueJTLnLEkSJIio+mcX3zPHg2szQ5sr31vmBjW4gBtqXUx4ghQ0DDi/G2q9SZkMOzgE/HbodHFh0FF3zrlt9VGwOjXSpg6C/qk4iJKAQNAZRppG5pyFAAeVXnPcnLPIC2DVSg6vO+cc+Q4BOecsSRJESQjru3POcveWwDDsCXPOfkcQfnsQSQVxRM6ZD/BQ69XhnLM3aIVBmwiWYcF9EEDA7Ian2oyUM+RJ0vFNL4ppS+2X5BAtw4Tf4cnknLvPE5lzliQRDMP+ppyzJEqAJGFwirLC7H6+xjsK5BW6rxXxJnmcdOecI9nAInPOEi9AcLmhTkoI55zNxduQ0HsktKb4X805i6EgWK0OyccEinGsO+fcWXsIupgkxKYVQFQz4AIeaPRKpKc75yz4fXDs34Gks87Fitvfpq77z6p/QAhyYLVq8ts8FgtR4qGKKMkYmXPu/gbzX74Ibks94iJ2LXTnnEMBF7R6OXfdnXO21hXCmJgJQ0IGkXMWBR6sSn1KOWfB5QWjVYPVK1iRAqYcjjIzsiPKiHrvT4HL2wqdNg56rXw/J8o5d/cl4E/MOX9If4tTkfp7HvqD7uS/I+effz4efvhhCjy9bt06vPbaa9i6detJn+ukjPM//vEP3HXXXZg8efIp3+z/kuxtyKd01399H6WbdN5RSnds7jBKF4qJPsEmF9N5TklDA0W82Qp/cbhs3CsLw/8vihJYlkGJn2as+r6WRhz3upnOVZpnDqR0fW+qoHQA4JhKlwNUZdM0mqKFJgSZvq+e0gVFGiT06bGJlK7vQ/T5Qvk0q5J9AA3KAwBvDv0dAtk0aI3R0Lk4UykNjkuoonOdmQ9VU7pqG42CNWrp6/48hKYInXXbHEoHAA9/+DWle+2xGyndl3PnUroHJl5N6QYvp1naDjw1mtJFi6FZhtPfr+D86KHQxpU0oMyfSk8tfcbS+3rPS6PZ95Y9R+8MabucBv4xbTSLWc4mOo/bejMN8gSAMTn0/ViilAJt3E4D2fJW0RXHPAX0sbe9/BOle+XnKyldylH6fY16oIjSAcDW5fT49+fSfS8a+Ms6lH5nR957IOp1fq/83Yzz559/jvnz5+OBBx7AqFFyydXDhw/jnXfewdVXX405c6KP+2hyUluprrjiCjz55JO46qqrkJubC7WaPOxU92/9LwrvdkFligkT2kcTSZIQcFsQ9NqQkEkbvV8TSRLB8wFoNIo3K3ABONorkJxDb+/queWj+x4iPX9/dRuCzRbET6adh24RBR6QpPBq+r8tjvYAEjLICUHw+qEyRTe2kdLzecN6UQQYhD1/QF49qQzKuw2UVSNQWSuH9NJlQyp4fFDF0KuJaCLwIajUykqR8wRhPtiC+L7JiOkVf9zjJFGCv7ETxigOxnGPiVjF/Jb//zUROBEqzYmPFwUeXlcbtPpY6AwJJ2zrN3tgSKMN0XGv73FDFUMjx3+riIEgsZIEgGBjI3S5shEVhBB8HjN0+nhodcp1ebsb6kQymtBZYkbqcHo71UnfS49V//EkWl+WRBFSMAjWoIwFgQtCpVGerTu60VN69vfjiSBwRPGP7uvaju1B4sDRYDV/3paqvyKRyO+RW265BR0dHXjhhRcgCDJznEajwc0334x77rnnlM51UqP9mWeegdVqxccff4wnnngCjzzySPjn0Uf/3xOTl5aWYubMmRg5ciQuvfRSFBUVHbetJEk4VhhEMED2mkBDHbylJLgi6AqibEk5Kn5WyCQai1ahrYwEdlirDsLZWEqhSy32CtS1bA//Xd+0DSUVP5Jt6g+iavciCLyyKuhsC6GyyEfVeLY2elG5nUQQ+8qa0Prhavgrldy2KAkIikoo1N1ciYqf3oGvkwzrBmx+1K2qgKfZGXGsSNW75YQA9rcupsBRIZHeSlS63QqnWVmlNB9z4bXzdoALkue0fr0egodEAPMiBy/nIHQdlqMI9ahBzQc8aNm7HN1VwQBACPhh/oVcoXAdnXCt3gK2ywkINbWj7dn34dl5mHgWIeiH89ghOI+RHM/N5RuJdiqdGgdf3orOIhkwJYkSgu12uA7XwLq+CGKAgyRJaPhsM8qeWgLOQSKnRVGC00l+U57zo/zoD7B2KHlwQZBQuJOMvthaj8FpplfvTQ3kKlGUBLhDdCTi0Ndk3e+g34H2pgPEzoFQ0IUjez6B36scL0kSfI216NyxLryToWllCfY/8BOCVi/Rzt/RDMueDeg8oIwP3uVC+6KvYFkq93shwMF+pAUd26vRsa0q/H7rixxoLXeH8+cA4GivgK21lAL+OZZuAtdKIs0dW7ag9YP3EWrr/jYCjuz7BB4nGTlwrt8fBlUBQMPGWmy8cyU8LeSODH+7CzVf7QkD5lxHD8G6bQN8tVUQg0r/FiURhyoXweFRQviiwKOlfAtCAXIb475VJFBLkiR0/rwMYoiMCDQfWUM8874Pi7D33cMUeM+87ieIQWUMhlra4VqzFaHmtvDxbncLjhz5kmB9AwBfWz1ati6FPUohkj9U/sSc88nO+1999RXOOussnHbaaXj44Yfh8ynjctWqVZg2bVqYPKSzk+a2PxVRqVR4+umnsXfvXvzwww9YsWIFDh48iAcffJBa1P6anJRxLi8vP+5PWRkdkvpvSjAYxF133YUrrrgCBw4cwPXXX49//vOf8HrpEC0gg2t+WerB0UOkYeHsVti2KpMxHxRQvaYWLXtb4ahzho8tGH0lVBpyxRfXayCadi5B+bK3IXDywHV5W2F31UMTQVCQm30mDPpE+CNo+NL7noHk3FEIepQJsbUuiNULO9EYUR7S2ujFlzfvRUwKuQINtnQie84lMA5Q8ulO3gIbF7HtjQEMyVkwF2+Hr1OerOzlFqy85Gs4q63EKlAAD7fkIK6hUemRZuxDef3tfG0YhQsAdUVOfP1EGWJTlNVmryFxmHZXb3Q2kIZKCvFof/t7SLxSn/qobR21OlSptCgs/iK8JcrX2Yzyn9+BSqeQr4gch9bvvoTEk2E9w5D+0A3oHQa8SSEO2txM+AvL4Nl+EJIkIeSwovLDF9C5dxNi+5E7DyyNh+GyKCAOVqNC+rheyJyYF9Y1vLYUjW8thz4nJVz2L2XaECRPGYiGL7cRW8TWrgvC54twCgQOLQ27oVLrwEasbDb+aEfJXrL/xiTmoGznPFgalcm0upLDT0vISZdlVKh27oY7pEwyfEjA/i/K4DErbXWGBDg6q1G0633wXbzXemMSMnPHhfOnkiig+ccv0PjNhzDm9Q1HXgxZ8UifWICq+fvCKHrOaYWr8gic5Yfhb5cNFe90wr5+DSBJUMcnQBJFsDo1eF8INV/uQcsvx8LfMK3AhG8fPYpV/1aciLjU3qgrXIbqA99DEgV5tbdwNZy/7II2T0m3eIoKEaiqROJ55wNsN6jLgNTMEYjpAdbyHqyA97ByjbxzeuO0B8ajYYPynTu2VWHPjQtg7JUYrvoUbGuBY992eCqPEWUxOx2VSE8cjFijjEkIBVw4uvEd+F0d0OqVFXrpHge2Lya3LNo3rIOn6DBUceRea1vjUdibZbS+JElI6h0Pzs+jYmUNYbTFYAAtSxaEgWPa7AyIgQDaX3gHzp/lbTssq0FS0gA0N+8mHDFnXQkyJ16CpCE0+c5fQU523t+yZQu++OILLFy4ENu2bYPT6cSbb8qVssrLy/Hcc89h7ty52Lt3L1JSUvDEE78/9+7xePDLL79gxYoV+PHHH7FmzRoEAtF5508kp2bK/wdl7969YFkW1157LQC51OWCBQuwbds2XHTRRVGPeeRlGngh8QLAAFyn7JGrdSoMuXoQhlwt09sd60rxaY3xyBl+IXGsxhCD/KnXg/M6usJRHOJMWWGEcreoVFoM7HtJGJ0JyGHZPmOvBhdREH74GbEYfgYZAkzKMeKMGwqQ3p/UJ543CobeZF44UUMSZsTnDkZ8biQxSgUS+qfg9EcmIv9isvSghtEinqHfT278SFqnJclWsgfG4PLH+lLh+HP/2RsBD7nC0+akQRJECC7ZaDMMg+FJ50HNkiQX8XG5yO01EVptDLwA9IkZiEnPR0KBkgYQfF6oTDHQZZCAP3VqEuIvnBL+W9cnB2n3k6U2NfFJSB4zGfFDRoPVKuE9SRIRl1JAFYIYfOto6BJk54xhGWTddi7UCSboc1LCzxHTLwMx/TLCAKxuuehC0rFSqTTI60sydwHAmKmx8PXY6qczJiC993jEJCr4g779Nbh7Dj2EhyWfT7xHvz2IEVf1RcAdQkya4lgWDLwQLkcj1GrluXP6TQ2HQBlWheQJU2HIzocxVwFCpZyeg5TTSRyENiEF6WddjPSzLobQhVBXx8cjdSaZB2cYBqkTCpA8Ng/+FiViY4zX4LZPT4c+VnkeVqVB7rCLoTPEg2FVkPgAVHFGmMYPIyhsTcNHIGbkKOUiJXJfy+szDVqdEnoXXF4wahaCXVnRMiyDAVcNRSCCfzthaBayZwxDxlRlbCSMPwsp0y4K1x/vltSEAYTTqtXHITV/NJIyybGRkW/AeTcp84HIcZBCIRj69KWc3piUXAghBak/6PLoBYV0Gb0Qspoh+LxQx8oOdvyl5wGihJhJcrUtkykNJhNNTpI0ZDz0ibT+j5Y/K6x9svP+8uXLMXPmTBQUyJiIOXPm4Prrr8czzzyDlStXYtq0aRgxQp5LHn74YUyYMAGdnZ1ISaHxJCcjlZWVuPnmm+H3+9GnTx8IgoAlS5bg/fffx8KFC5GdTYOSjycnZZxramrwyiuvoLCwEBxHgw5KSkqiHPXfkbq6Oqo8V0FBAWpra49zRHRJnDwNSWd3g1BOTAJhiKfzUzEZNCDmeBKJDAVk/mKdMeGExzAMgzNvpGkLexrmkxWGZdD70pPn1e3eRnMi0epVGHMJzaTFMAwMseQzJ8w4I2KClaMGPQ0zAGg1JmSmK+AXVqVG3pRrERnS1sQnIOuqG8Or8EjRDz5xpTSGYZA68QJqgmQYFv3H0nSbcb1J5rGYYXlUm/A5WIa4z5OVpDQNkqLMmwUjL6N06iio757vMTbdiLPuozEJOkMCUnvkliONGQAYc3rD0Ovk+zYAqPS/ngdlVSxMuSQ9ZkImDVRKzVWMLqvVIOHyqVQFquPhRPRG8lup4kzIee2u6G0TFadFl2xC/3smk7S48XRJTQBR8RDZA6ZQuqRMHZIyFSeI1WiQPP2SqH2236Sbol6rpyRPnAamBwcuw7KIv4Luzz3lv2GY/0w52Xm/traWQE4XFBTA5/Oho6MDtbW1YdAWACQmJiI+Ph51dXW/2Ti/9NJLGDlyJN544w3ExMhjyel04tFHH8VLL710SnudT8o4P/vss3A6nXjggQcQG/vHgTr+CPH5fDAYyDCzXq+PGkaoDdEdkjd1u3YMupMct6Zup9q9uIY2Th3XkDzL3YCPj36kt7ncVS3TB0qCiKDVC31aLCz75JCbJIoINjdBn5uHl16VkbmiwCPossCQmIlQHAMh6Ie3qRqa2AQY0nOQccBLXBMA+IE0onTsHYW0LjaiOhUnQt0FFHppHl0P+MnRayjdq+suo3QflipGSvQHwRp0uGPQTqrdkMw2SIIIW0k7koZlgmEZNF5A08Kmb6RRxpqnFAMfWai+4D7aPb9u1TZKx0n0N/x3xUwADJzlR6BLTocuNQML36ERptc8E6Wu7Eya8ckdUCZgMciB1Wlw+X3ydj2f2wyGYWGISYEvL7pBebmK/gYTn6KJVL5zyDzbcglRCayaxTPb6BrB974qc/2KAg/e54I2Ngme8V3bj3xeqIxyyP/JqxfLOl6Cqsvgv1x0ESRRRKjRDF2+7HSt6k/3BwA4f5cckYgEH4XiaWfLVZhDAaNaHm2j2n3w1nuU7tFr7+h6ZoBh5MhCxzjlPN3blARdV4Uonx1qrREqtQ5ZSTSyGgDKv5QdVCEUAKvRgWEYOAZ17WMXBIBlwTAMep0pp4lEXoDECVAZtGDeohnWhn9Co6MXX3IWpetnpXdM1N1Lg0w9vLbrmSUE7QHok+S5Lv9DOp1Y+ylNHaux0YupzB/pLYWgX/cfI38St/bJzvt+vx96veL0dR/j9/up/+v+/99T7rG4uBhLly4NG2YAiI+Px0MPPYSrr6Z3U5xITirnfPToUbz11lu44YYbcPnll1M//y/FYDBQHyQQCMBoPL73HgqIqDwcsf9XEGBfsw6cjZ5sq8tC4EInjs1IkgRLyU4EneRgtZjpgdr44yEcvn8xhIjawc49O9HyyfsINCrEEbbqgyhf/h/4bfLEJQR8aPplIXyt5FYWm6MaHBdRp1WSwPF+eHwdCHaREQi8iJaD7XC3eYhazaIo4flLjqCjXumMYjAE78FS+EvIDfPHdtgh8ArrlK/4GPxV1eAdTiIP5i2uRcPj8xBsVt5F4Zp2ok3bznrsvHc5vBFhTVHgEXB0wNlQQpQnlCQJnpCVBHB5g2j9YQ9xf/X2A/Bz9AS85ss21B4lwVUd9X44O8lwtXnjCnSs/wlixErG7RLB8+S39zvaYasvIu4n2GJF5+qDxLsN1HfAsZUEGNYWLkNTGUnhJwT9MB/dFq5U5G+ywl3SDE9lG4JmBaTUsLcDrlYaR7H1owocWkJWhgv4RQQDZFi8vXADKld+QLxb6+a1xMrN3hHC4+cVgQvJx0qiCPPHP6P9399A9PXAaHASAd4CgEDQhb1HPkAwJI8tUeThdXfA57UgGFFj2NZ0BH4nmX9tOmiGo5EEUPm8IkJBeuyZrXSkzttcjbof3kfIGYHdqNmJ4h0fh8GWvDeIph/2EzWoASDksaNy5QdwNZeHdbzLBduq1YQTIfhDKH32J7Stomk0I0USJdRsbEDxd+WE3uEn6Y9FSUBroIrQeSqOwVtdDjFEbv2q+6Ua6+5YhaBL0UfiPSRJAm9zIVDbCu+hSgiuiHKzogC3n3zfjlA77CHaKfrD5U8ChJ3svK/X6xGMAPB1G16TyXRcY34i2/FrkpWVhbo6eruhxWJBWtqpRStOyjinpqb+d3hYf4P07t2behl1dXXHLdIhSRI+e7IOTktE3lelgiYlBS2vvgH7mnXhSae8OIjF852wWiIKykscqgMK2pcPeFG3fj5s5fugTyBf/ttveBCKMOzuKjMsO2uQd83oMFCI6+yEa/9eJJ1/ETTJcihFEmUmpNwzZkKfKIfQtfHJSBw2AWoTCR7xeNvR2KoYKkkS0NFZjMJjC+DxychulZqFEBKx+KpV2PnmgXDb1iofRp2bhLQ82Xv0l9ai6e5X4Vq1HfoBykp4z88dWPN5c3hFxTAMNFmZsC5eiubnXkKgWjbkrl0lsP6wFerkOIg+ZUAc29yJ/cuUiSlzUgHyLx8CZ7U1/E3qN3+NsiX/Buf3QN0VFpUkCRZfLSrsO8KUmZIkoXbuL+BdyqCSJAl6dRzaXCSyt+KAC+ZGhUFLkiR8dF8FlrzdgNgkZRUuBANgWBaZl1wLtiun6POJePVldzhsLIoCqjZ9gbLV78GQmAmGYWSGtw9Wo/zuT2EoSFcYwtx+NLz2Yxgg1i0pvYYjIU0JszvqilH67SsQQ4FwpSJ3SRPKHv4GHSsOg42o+51UEItFV29A2S+KIa7c3gF7oxcxKcpqfdkiF+Y+ZyXy/j5rK9xNFcgcfUEY1CXxPNxHDyHQrJwvMV2LcdOTYW/vclwYBnFTT4OuXw6s35E0k4eLg6iuI1dlFns58rMnQauRVw0sq4bX046ivR+hrWlfuJ0hLh0lG96DvUXhpE7uE4fvb9qEQ4uUFaVazeDJ+6w4cigCHS3yqKpfQ7BqOcoPoWP3WoBlwXkUJ8DvsaDvqJnh7XBqkw7+ZgcO/3MRvLWy8xh0dqJp1zLo41PllTKAQF0dWue+A1VElJD3BlH9/iawGjVUek24n9mFDjgFxREVBRHHfqxE+fJq2GsdYb0rYEadjaTzlVNF5MrSkFsAy7oVqH79afgb67ruMYCaVVUYdvNIqA1KsLOTa4Y5pHy/trd+QNOT88DbXFDFyRERf8iBbaXvghNII6RjjdSujD9F/iTjfLLzfp8+fYhQd11dHeLi4pCWloY+ffoQ57DZbHA6nVS4/FTk7rvvxvPPP49vvvkGlZWVqK2txYoVK/D000/jsssuw+HDh8M/vyYnFda+66678Oqrr+LFF19EXl4e2BPsBf5vy4QJExAKhbBo0SJcc801WL58OTo7OzFxIk12AQCSCEy6IgUZueTePtPpo+AtLIQupxdYVt6yMnCYDk++2aNkHaNBX72SA1Vp9dDFpSA2i3YGnn4hFlptRI3g9DiM/uAaspGKRc59DxEAFyHkR59zb4NaR3pwaWPPBeclV4dGQ0p4pQLIE2KvjLHITB0FuXfLnS/3jCzM+OQcGJL0AGSjnZytw5UPKkZYl58Fw8iBSJp9ERiN0jX6jIpDTBJpaDTJSciccy+cmzZDX5APIIC4M4ci7sxIxHM9AGDI1BRodMrzMQyD4fefBXe9Lfx3xshpSO4/GvF5Q4l2aaY+SDMpg4WzeiCGeOjS44h2GbEksA0ABoyJw4AxZLvL5uQgOVNHGC/B70XOP+6EJlZBrRuNLF58RTmWZVVI6TsGyb1PC2MOGBWL+LH9oYoxwDRYAUiFWqxg1d3lCxVJyhpGbLczJGchJqsv0kZOVdpMHAh9VhLiRpApith0Iyb8cwjSByt51H5npaH/JBL/cPFVMbh8diyZLzXEoP9lcwhdoLkRYFUItLXAkK+83yvuz0HQJ4Tfl2FQPgyD8sHbXESud9xpdH44M2U4VT4xLXME4hPJnLUhPgPxGf2gjshvGxP1mPTASKQOSAjrtDoGr7ybDJ1euW+O9yEz7XRwnA8qXTwYhkHCwNORMDCiRGsdD0kSUTD8UhhMJLgx+8rTwH3pgyFXfo+6+BT0Of9W8kEkCYxaBdMIpfSq2qTDgEdJICgAJKrI98+qWAy9egCGXk32R706BrmJdBnZTB1pCFQGI7Jn3wHrlrXQZfYCUAGGZXDOhxcS9cYBIF2bH3YSGIZB0pWTwcboYRig9B29Jh5j+95AUbIa1HHQq/63UpSnIic7719yySV47rnncP755yMzMxPvvfcepk+fDpZlMX36dMyePRtXXnklhg0bhrlz52LSpElITIyOLzgZefhhuYpWNFrrd999N/w7wzC/utPppIzz/Pnz0dTUhIsuuggMw1DG+f8lIEyr1eLzzz/H888/j7lz5yIvLw8ff/zxcUMTrIrB8Ik0gQTDski96UawWg2ArSd9fYZVIXvCJWGvO1JiYsj3pImjJzRNYpTShvoYSgcAalMs1CZyQKUmRwd19SQdAIC0Id0DVDbOhhjy87NGPVLvuYoC2KTlGZCWRxOGqGJMSLr01wloRl0YBSTGMojrrUycxtQcADQTWk/RpsRiwEuzIPK/zevP6kP3i24O8p6i6VEuMyF3GAW0iRvbD7GjScfMOLAX+n7wTwq4FLm1BgB0ccnIP/cG4n2rY/WUYe6W064lwW3RQD86He04a4x0WUR9XgF6P/J8eOtRt7AsQ/ULAFAn0eeg2qjp/g0AOj15LMMw6HfmDdS2ucEz8qMcSz6jThuHPrk0wr2nMAxLGWYAMOWnYPBzl4BRHX+Boe/dG9kPPwRWH/15foto1UYkq2nwYLRvqIlPQPqlV4f/Txt7fJKQyONNp/eP+v89DfOJrv1Hy5+F1j7RvH/bbbdh9OjRuOuuuzB16lQ0NzfjzjvvhMvlwuTJk8PcHIMGDcJLL72Ep556ChaLBaNHj8Zrr732u+5r06ZNv97oJOWk6Dt/+ommn4uU/9d555OVAw304CgOKiCKbrrMD6unUO10aiW/E7K6oU2ORUtD9En93anfULpPmqdA5AV46mww5SRApdcgxySTIQQcQWhMaqg0KtTdTw+wqptoYM2cMzeEf+8G2KxsUzz9bl5q1XO08W+4T8lH+o7VQd+vF1itBpf1p2lLL4mnwy9PPEAjXvUWOfQoSkIY2S1EYTWqu0mCGAgCghgmB+n7cTfXr8z9zTIqaF+THYju8D+jYpGki753/eBqujJa7r8PUbqq10aBt9uhjvCMB53WQLW7MI12Nr9/6qKue1SYuh55k6blLAvQWyU+PUwDgq4ZfpDSAcDPS+mIjwJaVCTvFzlMGclOdfaHuyEKcklLlVq+x40P09cWo9TobvoH38W13gltruxMGUpohyxzj7/ruvI3Y7u41Wtmyn00WN8IbU42GJUKuWvFroIVIai7uAEaZtDXPjb9A0o39bH7IPIcAi4z9PHpYFVquHrTBrVgHr0ro/qeAkg8D29lObTpGdAmp0A31KE8fwSYMPtpiWbuqqUpPXO3RvkGehqj8tUqOQoiBgNgdbJxz19Jl/FUd9J11s9YWkrpyj0ZMsajwwtThuK0N79M70JQ9cAZAMCL8z6ndC9deT2lW3/oeUr3R0ift2ma2VORmoce/IPu5K8nJxWfjgYC+18BhP0WKT0axPYNyoARBQlfPV2NI5sV5iDBH4K3vAWcw0sxFFW9uRq1H2yQqfckCb6DR8FH4ZturQ+GQVQA0LyyBHtu/44CpOz+935semw7ASiSJBEhTrm2d28hApW1EENkni/o5bHwgWKE/Mo5OXcA7Wt71pgV0WkjEaKiL4DWlxagc+FaJYfW4EZHuR09xWEVIAhS+FxeZyu4oIeo+ORyt2DXgbeI98VxXnjcJPDEsWQjLO9/R60sPb52FB1bQNQOdpSb4Sglt7ZJooS6dTVo3hFRIlIQ4GuoQaBNQaL2rL3Mu1xonfsOPIdpBLvlQCM89eRkW3/EiaCX3OrSUbcPJyOiIMFc64HfJX8vweODe+sBiEEFiCZJEviggIArhKBb+a6SKMB5ZD84p/IdnPv2gLOSfayqdg2qalb3uK6IV89cj4bDtvA1vJ4OcJyPKCMZCrjBhbxdVbskSLwA8/vfwzz3a+K7CAE/rPu2Uux3bnczDh3+hAAjcp02tM/9EI5V6+RrBD04tPVt2DoUYJTg9oC3WMG1m8H1GDPd/atb2kq3oHTNu9QKO9DaBHeF4kAJEo/OAGlQ3UWH0P7NfPAOsi97imrhr1R2AnBCAMVNP0Wtsd5TRF5E9RrSGXC0+tBWTqaaxGAQjh30bgGrnQR/+TknwXnQLWWbyPFS8X0J1ly/jJgfALkUpdNK3o/FciwqPqi+muYl9/gtv1qn+3fLn8gQ9r8oTU1NePDBBzFjxgycf/751M+pyHGN8/XXX39K4erCwkLMnj37lC7+/0o8Lgmx8cqjsyoGo85JQlutMtGoDFr4atpRfP17qHhwQXgF17m5FIIvhPiu0CPDMFClJKHt+blof+V9CC4ZGVyy14N5L7aGQVQAkH3REBiy4sNee7cE7AGc/s+R4ZxSbeNm7Nj/BlzulrBH79qwHeb/zINtwRLwVmXCWf9xHeJSdfA5lUFev2A3/K0O4hrtliOwOUgEtr+0Hvp+2Ui+elr4OsYkPZb9axdcbcq7OLjThw9etkKl6n4WBqV75uPotg9gbS0JTwaxMZkwGdMgRQBNNBoT6us240ihTCEo8TxUsUaIPj9sC1YQE4nZWoq0lKFQq5RwYue+enTsVCYgzsvh8Hv7UfJlEToOyZOYq/gQqt9+Btbt66FLU0LoDMPALCq0ioLbDcPAgbCvXI1AfX1Y37ymDEdfWQ9TTkJYZ28PYMEjpdAaye1XnU2FsLUpuaJgQMRXr7figemVYeCZzxnCyldL8cGsXfDa5ElRFWME32FFywNvwr1JBgYJIRF751fig3N+wdGf5fvx1lag/pN/w1NZSuyt1WVkoOmdf8O+dXM4hZKdOQaBIGkY1FoVMgfGI2dEYvgdlBcvRuHej2C1lIV1pQcX4tC2ubCbZcPJqFVIuHQy2FgjPLsUNLJKb0Cgoxn1C99HsFNB/Nrs1cjMHE3wxLs2bIFh2GDEThwPhmGg1cUgt99UOCNqfnt3H0Tr02/AOv8HQFQcu2BQwtFjpKFK638m9PFp4bA/73ai5Ycv0bToYxh65YfbCSIHa6gZvKgYoNjTxkCXnQNWG1FFSxDR/uV6CF4FHKVitTDpUtDpIalRzXwj/KKC8pdECdtf2gNHPUnz6bYEseEd0ukNNDXAfeiAzP/e/dw+M+pbSIPd6ipFmXkjAhH13QMeDqtfLSGQ8H0uGYD4ggS4G5Vv3VK3C/s3vRauChe+H2czqitXEY7YplUezHvbFgGMFNFkOYCi2u/hCZB0wH+0MNLv+/mryWOPPYYjR45g8uTJmDFjBvVzKnLcnPOcOXPw8MMPIyUlBRdeeCEmT56MXr3IfXTV1dXYt28fli1bBpfLhVdeeeW3PdF/WUaM1lG5rBFTkpA/hMz1pl58OrRp8eDd/nCOytQnHcPeux4Mw6ClQdbp8nsh6cZZ8JdUgI2VUZLZfXS47DYy16PSqTH4gSlge1SoGnPPKCT3Uybi7PTRyEwbCYNeCUknzrwYmtwsqEzKZCiKEi68rw/U2i5How3gPAE4i1uRNIYM4fN8AHpdAqFjtBpkPXNTV55dFl2sBmkDEuBu9yEuU77WwOF6ZOUpbRiGwYAx1yEmMScc1pT1LIb0u5Ly3PsPuARtrQehVuvBqIH4S89G/KVnQ3C6IYU4API5emWMhU5L5mU9jXbw3lD4nBqTBqffPw6n3z9OueeMbBhyCpB5+WyKlCFdpeRvddnZSL3uH5BEEbxNdnBEXoS30Yb0M3sTeciAR8CwqSlUXk6tNcJja0BSppzr1+lZ3PR4FmxmLgwyM8ZrcekzQ3DOvf2gM6mArgV5/GVTEaxsgDozFYAdap0KE+8ahMEX5kDXxYylTZIBiKnTyP3O+rwC6PPyIXEhoNuRMqSgXx96X/Qlzw4Fq1Lue8CQK2GKSScm8t5DpsNgSoVGq/QnXZ8cZL5wF4IVZKg/8bQz0brym/B1ASAj/TQYDEqflQQBptNHQt+fBDil54xGTLwS6jeOHgGJ5xF3wdkECFKnYzBqOJm+0ehNyDltevhvdWw8GI0WyWedA7VJGatalQED4s4g+h3Dski95ArCOPsqmsHbvRAjjDPLsOiTPgm8QG5dSlOTef+gKwSGAVIG0WmiuAw9/C4Ohjh5jASbmyD4fAg2NUCfJ4PhgpwHcTHk/NkneQJ1LmerH1mDE8AFBOiMcp/QmLSY8p8L4LMoaZ24pDzk9p+GuERynMfF58LlaoQoclB11X2fNj0G06Yr74thWOSkjkFO6hgi8vV/8vultLQU33zzDYYMGfLrjX9FjmucR48ejRUrVmDp0qVYsGABXn75Zej1eiQkJEAQBDgcDnAch4KCAsyePRszZ86EVkvnRv8Xpadh7pb4VPr+48d0g33k8KYxPzq4wjR2JIyjhoYn88RUDRJTaVBWSg+jCQCpQ8hz6nRRADyDaDQ4yzJgteSzaGL0OP2T6whOZwDIyaInAuPw6FsGrnj/TMIoxcSxiIkjgyxxyflRj41271pdLPIKzu76S5lAVfHdhlheCfY0zAAw6nkaIUtdMzUD2VfdQkz2JxKGZaFJkfECrJrFgDvPhBAiw5qZfU244nE6rzdg/I1RgTRJafS3NiWS/YnVaZH26M1gdVoASs45KU+ZODUJSci79f5wvjJS0q+9AaoeQEejgcY9pPUh32NMXBbVpuek3i0My0I/qAe6OjsfBTc/BJXeAEAOg0YaZkDejtjTMHeLKU5hsVMnJyL+4nOitosm8VkkMUfGJdccpyUNcNL3yiUMtmlwLvp/OQcQ6SWZWnXiykz6BB0mP38mFVrOGZEYjlJ0S8LEyYg9fQxUEQ5EUnxvJMXTDH89Jb1/HK59fwyl15i0iDcp/Sk2vhdie/CGA0ByykCkpJ4889/vqXR2UvInkZD8r0peXt7vIjGJlJMChAHy/rAjR47AarXKlIepqRg+fDjy8qIP8v9Fyfvs35Tu5bOXUroPXpgFgCwZaLtUDvOKgSAElw+atMQwbbIYCEFwuKHJkCdKwz5lUIo8B1atQfZamk0IUSZ5qYkmBsjaIHWdS4TIi1Dr1WidQtP+pW6hnYsqB122cEyqnJ8TOAGsig2H00ueHEG1Pf11Gli1z5JPgWhaS5QtJWIgAFavx4APaRrUG9duoXRvVZ0HQA47dq9e9Z/R2xnmvfcfSgcA173wMESeg8iHoNbLkQvhMhqsk/Yc7YuyIfo9Nr4ktwu126GON4E1aCEU0Qj/iRfTZBSbymiWp8uHyTnuyLKNKzbJK39JFAm0NptHg97Uajof+uTQtZTug+dnhVmyukV1Ix221L5Fv1uNSw4JR37XF77/imp3a+ENlA4AmAPxEAJ+8F4XdMlyX1CNp7EL6W/QfTTnPzWUblttXwheP7imDugG5IFhGAzM6qDatTjp75J5Kz3W7OdGp3GNL6eBWSpnFOChn2YcnLODRuY+XXEZpUu5ke6L5S/0hSQIhEOZ+4uyl7/7GzReHT0XfuVQGjfhFWgHY8tquu5zyhGBKkG6a+nDUa/ze6XvG9HH7MlK9WMP/EF38t+RgwcP4qWXXsLNN9+MXr16UTubTjuN/h7Hk5N2mwoKCnDZZZfh1ltvxS233IIZM2b8pQxzpEiiiEBZVTg/DMisYR0NygDkAm6UrnsfAbcCWuE6bGj417twblCIPHinB82Pfwzbkq3UdTwNFWj46fNwqT0AcAU6YPeR9HneID14eYmDGBFy8rR7sOSyJWjcTgJfooWlJEmC5WgHhAjgmSRJsO0ohxCQJ+GQj8PaR3ehcQ/pDHjcbeA52vPz2QJwRjBUcQ4frDsrqXbB5ma0ffAROIsyQQZ4kqHL4+TxxbMNFMNU54ajEAM0QEbggwgFyXN4vRH5SpcVx358DfY62lj66zoQaCAna7OjHC4f7QT1BAV1fLkO9U9+Gc5RBlqbEDSTDkfAEYDIk98gUF4L3mInVm2uNi+W3bUVnJ90Blx7dkPo4WlLkgTH2n0EMMu1uxS8i0b9iqKEUECZ1Kt3LoKznfwu/kYrBD8JCDqeT17bshUNbbui/h9xPC/AvuYAPAeVa/lbG1H72RtwlRUR13HtqwDvVp6R52lD56h3wF5jJ46zfrECba/MJ5xAX5uLinIAMlWqp6QBnI02tkQ7noOjldxfKkkSrK5aCvjZs9/yYogYkycS27ZSIrcNAIKk9G3B44X5g3kI1tPIcGv7MUoneHzwHSAxQJIoofGAGXxEOdb6rU1k5apQEK4iMv/tc5tRsXchUab2z5K/W865rq4ONTU1ePzxxzF79mxce+214Z/rrqO5+k8k/ztsIv8FkSQJrg3b0PrEq/AePAJVnLLCLdvnwv41EYbY74Y+Nhl1e38II1XVaYlIvHQifEcU8Ig6PgaJM89GoKyeGBTOqqNoWr0IIs+B98mDXBB51HbuRoAjQSUVHZso1Kadb4dfVNrFZMQgc2wmNAYyfGoTOxCUlEmg85gF6+9YjcYt9VB15bZDNg+qX/oJtp0VUOnllYtKwyJtcBKKF5MIUo3GiEN73ofDJq9mBE7EzveL8eOd22BKVkKtmgQjat7bAOcRZXIJNjej/bN5AMtAcCsTW73jINxBxUDq9CwCPhH1paSxCdRb0P6jwnbGhbyoLlyCvauegblBcYgqKzhsWKM8szY2ESkDx8PZqExqgaZO1L28GI1vLYcuW8kT+gI2NJr3IRByhHXeoA0H679DWdu6sE6SJARq25B67VSoTPJza1PS0PrDfDTN/wD+pnoAwO7X92LRlG9Q9MWRsNGwf/8LWh5+E5b3vgbfKRscPiBAn6BD4Tc9HBpRRPsX88J0jRLHw/zRT/CX1IJRK6sqdbwRdfd/HDaGkiRh4Qv1eOefleFQKx/yQaXWom7fj/A5FCdC5AUU3vw5Cm/9HIE2+bmPHv4Cu7e9go62QpKKNORCYpwS1rZbBcyZ3YaSQuV9BxvMaHxuITrm/QLPAQUMFWhrREy/oYjtL29t89e2of7pRXBsK4Y6VtmW5XA1YPfhd9BqVrbpaQwabH50c5iekmEYJFw5FaoYcjtXyOHH1qu/wvYbvkbQ4YckSbBvK0H5nR+h9slFCHU4wu+nJVCO1oDyvp1tlSj+hdxNIIg8alo3o6J5LYKcYtib3cVwBklHzC+40ehVKFklScILdzZhwdtm8FwX2EqU0LpoO8zLD4T7TbdUew8qzIKdNnAdFnS89zncuxTudEkUUFu6KlwNTQwE4ViyAS0P/htsF+sXANgbPfh5zk4svWsb3O3KOGo52I6jXyvOB6vVwd/ciMZP/wNfvTymuaAHPOdHzeEf//yc898Mrf3ee+9h5syZWLVqFTZt2kT8bNy48ddPECF/+ZKRpyIMw0CVmABVYgISr76U+D9RkKCJIHAwJmah36SbEPK7wAW9ANTyhDH9DKjTEyF4/OF9urETh0OdEAO+0wlNagIkSYIhPQcD//liROjIAoZhMCL7MmIlIIoCYnVp4IQAUa0qVUMTcoy+ZzR8FtKgJavIqlSmDBPUOhWG36aETwRfCN6qdvR5/JKwTqVRYcztQ2Gvd4Hz89B00QLq9PFISukfXt2oNCyMSTpMuHMI1D1Yvgw5SWhbUYi4oXLui9XqkPPMU2A13c8hT24pxvww/SYAaHQs7v53PhwWchUphng49lcj7bIxABKh0ZrQd9RMZBSc0VWKswgAkJTE4rTRSniUYVhkjjoPzsbScFhXkxqHULsDWXecRxg5nTYWo/vfSL4zXRJOz7sGIV6JDPA2NzLvvQQxI5U8KqvVIeOyf6D952+hSUwG4MTQawdj9L9OR1y2kueNn3E21GnJ0OZ0I8frkVQQhxlvnwlbrYswDtqMDARXroC3uASxp5+OUGsnvIcrkXKdUkkHAAyD86BOioW3uA6mUXKZwdPOSUTBUBN0XYhyjc6EPmdeB0kUEPIpyF5T7zQMfvMaNC/aCW2KfJ95vafBYEymMAK5GRMQY1RoaBOSWDzxegoyekWABvPSkPfKzZAEEWJQcSrVsQnoNf7sMCiP0agRbLMj/y4SN5CSNABgGJgMynX0SXpwXg7the3ImyxH5LTZqUi4fApxbMKgdIx79wo0LjsKbbwejItB4uShiD9jENyHqqHPSQXgBsMwyNYPJCgq+ZAPWmM8EiLy2CpWjb7Z09A3myQ20aoMMGkSCJ2ONSJRS+4GuPWxNGQXaMNjmrN74NhfjcQzaca6LL3CYaDLz0GvV5+Wt7EFAuGVrcfVBoZh4XObEZvQC4xOC9Hnh2F4f+gHKE5TYm4MLn//LPidIQUQCiA2KwbNe9sweGb/8JhOOmsqGj6ZC9Evzx3xKb0RP+mf4EI+iHwIKs0fR7bydxePx4PbbruNAk//FvlbGWcAMI0eAcPg/gRCGQBGTY1O2aY1dE9eilGMGSMDLiIjg4ahCtiDYRho4+jzRSu7yLIq9EuffFL3bkg2wJBME0OQbYw4+53zwaqVAWvolYShH90CVQydk0rMpwFcfQddQuSjRl0bPV838LnLoI7Rh3PWmjQ6vw3IxrmnMAyDxB4gquybp6AXy1ArjpgEEtCUkqoColwqsma1Sq9F3zduoM7Vs1xn5P3oNBHArOQ4aJLpd2PIyUfubXOgMsirmLThNJm98fTjIzWTepPn1PbKQe4TT4WJUXR5Gcj/6EFIPXLhDMMg5+nroIo3hg3B0DPpfCsgs9bpYkhUsTE3Gf2euCT8rRJ6UGp2S6Rh7r5upGEm/k/FQmVU+lTCcBLIpM9JRb/37qBWvwCQkkiS7ag0KsxaMQsqLTlGYs8ZS99jbiIGzZlEOLmsRoX48d0GMYLONmLMJeeNREL24JMCQaWb6D6vVRmgVZHP0qs3Oaa0ybEY9N7NEFx0aihWTYP3GIYBE66uJCI2oRfGTH2UoOVMvH4GRHd0Ah5Dj8pfQ64agOHXkoAwTXwi8u9+BOpYsu9FIvX/LPkrhqZ/j0ydOhUbN27ETTfd9LvPdVLGuby8HAMH0kCXv5oM+FcRpXv9AbqMV7KDznv2edpD6TwfkD2vG8jhd5qotg2X09bE1BqRG+oCjnXeJU/SkWCRDMjMQZIohSdX26xR6CnT41dRuiM/DKXAW/us0aujsCn0SFqyr6s0YQRw6arxXWG4iNPUjKVzfYXp9Op/wWQaNZ6U1T3BKBPN60vep9rdUqYwG/HeINQmeWJMuq6JAJMBwHXZe6nj5+VdIT9LxMTnzlJ36RSADF9MHYpLL99N6X7cPY7SvX7u95Tui9mXULrYcGDDIP90pVtzx0WCnuR3Gni4+0Urq3PvQtrRivuOfmYPT96jBGDFV+9S7Yb/NAcAwNsdUMWYwGg0eLFhhvyuJIT7Xf4cB3UsAAgZNLhR2KkDQN7nuZ/voNqtv4tmMcPd8j+RYLk6axIkQQRndUGblgAASP+YXvV1XiyPISHk7yoDyWLYP6N8VABbdg0B32kFq9eFC10UrKDfbc2NDCRJgtBphzpVdnxaedoBn5VHM+otn0yj041NtKPechbtNIzuXRsxfpW0W9GckdS4HvluUfeuxLBkb+tOR2gByL/nvEamsv5U+ZsZ56ysLLz99ttYv3498vLyoFaTJjYa5/bx5KRyzpdddhkuv/xyLFq0CLYoZRX//yLuqhI4ig8QOi7kIwBSrkAHOjx053Yda0HDl8rE47e3QxTIkm7HA+F4OupQteFzgoXJe/gIBK/iLVuKzTj4DlnXV+BDBNAjrOdE/PhSJfiu0n8huxktGxcT5RBlWkUaqXw88WzbQ+laijopHe/jUPVt0SlzX/NCECGOXh0EolASiiEeJfd/DesOOd8Z7PTgyDMrEXLSq5Ut33XAYVaAL+11e3Fw3avoOWvYy2k6TTEYhK9W+dZ+Zwh+B7kfVhIEeHbT9ZatbdHBNv6gg/jbWVdMfENJkuCs7ozaV9qtxfAHSQS0x86FSzweT/xuC/gQDSaLJp5de9Hy3Ovg2mWUt2VPPSo/owFijmAbQfrRLZFFWLqlw1KMUEj5tq3lLqoNAHi8HXC5ZbCkGAzBtYlmVGv/ZCXqHzy5gvXVm75Ezeb5J8yrcmYLWt/+D5wbNxN6t7uF+gZ8mwWtj70N9xaFJa5ivxM/vF5HndfdGQQXJMeAo70ifE4hGIC7upQYkwAQaGpEyEyi0ut+LkP9arL8pNdnQVklvdPE3uCGt1PBB4RCbjQ17aKeJeQJwXyERr//4fI3yzkXFRVh5MiRUKlUaG5uRn19ffinoYGmCj6RnJRxXr9+PaZNm4avv/4akyZNwj333IONGzeC509+cv9fkpAUgFtUJjne60bz8oVoWvYl7Efk1UfAZ0fFkcWoPPIDVGrFk2YZNWw+8iVb91Tj2BM/wn6gNoyKlUQBxxa/iqbdy8AHfeDsnah4/VFUvvUkOrevg9RlGEWBR8PuJVBpdAh5HeFzenbuRahRQXU7G5xo2FyP6lWKsZBEAVWb56Fk+ZuwVCmrpqObO2Ft8sPbFQFwVhfDXrIfdUs+CpfUYxgGbUc34OiSl1C36ztIogivrQVHlr+G4lX/hqtdAb2JXh+cK9dD7FH7dPObR+C1KTprSTs23/wjjn26D54mJ8QQh6b73kTDrS+g84ufwzWBBZHDUfsGeDjF0XN6W7Cr5H00mfcTk+nRwyGs78FN3LmlFJIoQh0vhwMDZjf87S4cfX4VQY3qtISwdXEHbO3KBJ+Q1g8qtY4IbUqCgLbdKyGEuviqQ0HYdmxG/TuvgNFE5FpjNFj+0B7s/rQUIZ/8/RiVCp59h+BcS07uu1bacHCTQ3mHIo/KhrWwOkkmqpDLhro1X4avzTAM7MVt2H7bYjRvqAxPqm5vG2pbtsHjV4B1RzdbsfDJCmi05DBukUhKR40uBiUb30dr+VaIghIV2r0viI4eNccDVbUwnj4C6rQUGUBZaUbz6mNo/IlEwlsDTcT3E0QOVU0b0W4jV6it7QdRU7cOdqd8Tz4nh4/+sQ/fPnwELnNE37FX4eixRTB3yojkUF0rrPOWo+lfb8G1SUYbMwyDxOnjIfECsY/f7WpB4f5PcGjvexB40nlK6T8+/K0PvHsAS69YisOfHA7vZNCmp0Hfry/UyWQawOVqQkMDyegVKK+FJjsdxlFK+kRnVCHoU+5F4EXs/qYBP71YSlRi89ib0ViyRslNO21oXvIlqt5/Drb928KOuTYtDW2ffgTnrh0yPbAgwlVvR/EHe2EpVMquMgwDj6cNHi8JWitaXANzhUO5rqcDLc170dRIRiwaNtWjdT9ZX/r/5PfLokWLjvuzcOHCUzrXSYW1c3Nzce+99+Lee+9FYWEhVq5ciZdeegnPPPMMpk+fjiuvvPIvFfbWMnpoIsJtKr0BWRdejcwLZgGSBKlKglYXi6Dfgf7DZxETeYwuGfmJSm5NEiUYshMxbsm9BC2nMTkbGSPPgau5HGqdEeo4HeKGjELi6LNgyOoO90oIuq3offYNMCTIe0PdEBFqa0ewtg6hxmYYBsl5tL7T+6H3hX1gK7eG0blqrQF9z74FdTu/hSExC4C8kk0vMOLOT4eHJ4K0secgdcxUCH5feJXGMCyyR10IrSkBXMAjk0/EJiM2vQ96DT8fWqOSz+Q7bRB9fnh27EPcuUp+XBIkVG9uxYiZcr49oV8Kzv32mnB4mW3QwDCiPwwj+sM0OiIfzGrQL3Y8DGolTJtgysHkkY+C7ZEP7NNPg4oQuUJjdRqM+Pjm8PuOH5yJCV9eD1+rE0GrF4YMObfGcxKe+WEoAZjRm5KRM4AE/wQdFggBLxyVh5E89AyAYeGrKoOx7wAYcvKV66oYTLhjEI6taIBGr0y8+r4FcK7dCMNQZQzkDTKgodQPaWrXSknk4AvYUJBN4gticwehdc9KOOtKkDRgtHzspUPRvqseDKMQa2g0RkwYdne4L0qSBLcthNEX0emSbIYku1BrDUjrPQ4eezMi6wefMY4M34ohDsbhQxA7Vc7nMgyDvjeNQ5/rx8BVZYHICVB1TRm948aAl0hDGOI9yMs8I/y3JElITR6CrIzRYZ3WoMLTO86Gvkflq4S4PJwxVtlrq05LQuaLd0KbnQrW2B26FqDPS0f6rRdA9AWh6kKAx8ZlY8jI2ehoPUw40kkFo5CQo+T/U4emImVwCgrOJfPtCedMI6JUAKDTxaOj4yiys8dB01W0A6KE9MdvDwNBASB3sAmTr1b2+DMMA2d7ABOuUVI6kiSitWIrNBFVyTSxCci65DqY8vtBbezGOkhgdXqYhg6HY9sWmAYPBaNiMfKBMzHsnvFw1SnOkNGQgtNH3gWfX4le8SEBDXvakZgbQX6S1BfjJzyEQMAJURTCjH5NOxr/KyvTv1vOGQBaW1vxzTffoKqqCmq1Gv369cNVV12F7Gy6KM6J5JQBYaNGjUIwKA/KZcuWYcWKFfj+++8xbNgwvPLKKygoiA40+V+TyFwNo1ITtI8Mw4FRqTFs7K0Udy0AGDSK4WJYBsbc6NWpUgZOQFIfObnIqtXInPEPisWo2yhHijohAen33w11Agn4YVUsUoak9tCp0XvSbMiTrlxVKqs/XXKSYVhlEggqIya1/4TwSlWl0aNg3CzqHtn4WKQ9eCe0+WQO+bqvp4ZJNQCZnrSnJN9yaVRGrUjDDEQvcQkAyakqnDGFBOGkTInOgGTMIt9XclZ01qeUXiOJv9WmWPS75mHoEuTcLqvRIOuGOyH66DB73rh05JyeStTWNY05DTFnTSC+14iz4jHiLOVvjdqAEf3p769LSMXAax6DLkH5rgzLYPSL50NtVHLwei35bAzD4MyZmcdNlfSUjH5nAgxL0K32FEajRtw0GpzIqFjEDyT7KcMw0DBKvlfFajA4n/zWDMMohq1L1FqWcJbCx6tIYJM6Ke64ZSrjzzmNYvnSamOQkz+J0KUMGE/8nT8tP+r5dHm5EDkSZ5KU1B8pKWQ/i5k2nh4bLIO8CNpfVsXgggdJsBvDsOg37lrwXASnt8GI+ME0bgQA4idNRtJF08HqdADkSIlKq0LiAHLsq1QaxMZEsK9pVbhxSfTiCno92X8mv3o2ROHE6ZD/k1OXsrIyzJ49G3FxcRg+fDhEUcTy5cvx9ddf45tvvjmlRexJM4SVl5dj+fLlWL16NWw2GyZPnozLL78cU6ZMgdvtxlNPPYWmpiasXLnyNz/Yny3LaujB8O+n6GIdcZV0TsyfJYO8IkEYt/9nWdTrHPXlUG2Xlo0EIFeCYrRqMGo1RJ6epDJWy5NUpJcr6GjjlryynNKJ+TRNY9OFyqAUAn6o9AYMuaiCagcAhbujlKuc/TGlG/TZ3ZTu5Wu/pnQf3j2L0gl62ji4bqff93ODaXDbG9XRJx5uSRrFtHXfIz9S7b656SJKF0yiDTjL00PC+S/6HuP0XWUyQzwYjQoMw0D9Ms29rG2kcRpNlytedGQ/SS6lwYhSFHvaPFVFAYLEFJmDXHR7w3v4l02iv9+/Hrqv67oKCC5mLQ2Y6rhBZowTuCBYtbxdyDFMpEssAhj4H5qJTEyknUTWQxOQoNNBqcZtbKF0B+zyFqvucqgAIF1Hj4052zZQuoeK5b4YWS4SAFSbE6i2GTudlI5LpIFnHWPpvpPzDg0Iu7ekiNbtuI56jxnraQc1GsMbAPRLoFnQDi4dBkkQIPIcVF30r+kH6PdtfcAHkePBapT3cGTGyQOVTkUGvPj7GMIqnv1rMYTddNNNSExMxJtvvglNV0qM4zg8/vjjcDqdmDdv3kmf66RyztOnT8fll1+O3bt345ZbbsH27dvx4Ycf4pxzzoFarUZiYiIuvfRStLfTdI3/ixLwRQcrCXwQQoR3yws04KW+fA18HnLANFf5sPYrmnFq10fHULFByRvbl2xG412vQ/Qp4UAxGIL/KElM4WgtQ/nWz3owTFXD1UYD0SRJIvZyArJh7wmukkQBTd9+AscRErzkaXaC98sGgXc4wNno0pfRJGhuD1dH6paAV8CeNTRlo9dDA08kSYTXpfQXd2EtPMX1VLto38pd0kyWpfS5UbfpK/ABGvTkc/NEW5uzBm7vr/fTaCCiYLsDgo8M5Vr31GD/DV+Ac0SUIBUFCAJtZAHAEyLfrySJcFXRdbRDQQ9EkcR0eF1tcNnqAQCC1wvrj0sJdjFJFNH54Xdof/HXAVO2tlI0lPzyq+0AwFK0FdXL3kPI4wAA+A4dgWdv9HrUPaXVUoR2K13dTpREkslKEhAQ6B0R694oQcNB8p3VfXcYNV8rhB6SJIETye8iihI628lv4Nx5DK3vryB0QvD4PMgnW05REsUw0dDxpKM5hGAPcKMUDMFXqNRwliSJ2J8e/VryM9sqrWHClm7x1JWj4v1n4G+tJ/SiKKCmZm24PwUaLah79luKNe7PkL8bQ1hRURHuvvvusGEGAI1GgzvvvBOHD9OO24nkpIzzGWecgWXLlmH58uW46aabkJRErw7GjRuHNWvWnNLF/1/J7l8c2LjYqtRKtregZv9iVO35GmxEeM3pbUJZ0y/hQcqFfPC6O1BXTj6nTs/i6HZyUEmShNJVjUTY1zRhmPxL5P5MnRb2b1bDf0wBCqk0evidHfDZW8Lnaj+2BZUbPkNH6XaSiUwwoy1EchPbPfWwOMnVsbuiGCGbBRCEMHK8fnUFDr+5Heou1rFAXS2aXnsVTW+9CfdBkvLv86971KwNBVH33qvo3PRLuO6wuTmEZR+1EzWsAaC+ZiPczog6y6KAyqLFCPiUSbdz5X7UPv012uZvgsgpRmnfeifWf0eilz3lLah5bQUErzw5BV0W+CzNaNz+PdGurtiD719vCK9OJEmE1V6NqgalfrUo8qg88iOO7PkEdoviJBXt/wyH93wAS3txuK06Vo/Kh75C+7c7wHvkPhHTNw0Mw8DXpDglDMOismolamrXIRhU0MsWXx0qbNsJZ8p+ZA98zcr3E0UezXXbUV36M1hWWdnYLZU4svtjtNTthCRJ8FdUwr13L9refR9cp5x3ZFgWpomnQXCShmLP9gBefcoGu03oeg8SAh4rOur2I+QnIwIOwQyvSH7rkNsOfXIWNKZ4SKII95adsC78AbalKwkHrd1dgSNtK8AJioMrQYTHrzhnkiSh3VWGKvPWHqtvBrU+cvKSRAllG1uhNSnvQeQENC4vQdDugxiU+4mXt+OobT0ESek3JQd8eP6OJnQ0dwE0BRHBBjPc+8rhjqAcbVyzEKWfP4vGtYsQctvD99hkOYB2u+JUiKKAutoNOFL4BSxmWe+pLkXTki9Q9+VbcrWw7raSgDa+nniWXxbZ8N6jLUTNakalgm3+TwqNsCSi+Je3cHTVGzBX7Q6PP/uBWhTftwgHZr4H52H5vMXzj+KnK5agZFFxmJnOmF0AdWw8hB7pmLa2A7BaKxHsKi8aaOr8/9h76zA5qux9/K2qdpvucddMMnEjHkgIQRMI7ouzOCx8kBVsWZzgLkESQggQIAkh7u4+nnGf6Wn3kt8fNdPVd24Hgn1395c9zzMP6cMtu3XrnnPPee97EGrtRsdCelvb/+S3icVigc9Hp8O8Xi+1rern5IRa//3vf//ZNlar9Rdd+N8po09PwLwXW3DarN6atyzcnccw6PQ7iNBoorkQzd0HERGCYCBv2h8y9kY47ccQidkakpKjw4V3kcl+b0cA5z07FtkjlYpTmqwUWC85HX1FlZEC+0ffIuPJOwAkwZxSgCFn3QefoxnGxGwwDIPiaTeDD/kQCXggxiBSzVwSrCoyH+gJtCPCkwOEd7tQePtfoTJZwDAVCHT5UDZnDwZcp4T6NVlZSDz/AhgHDYY6mayUdeu1ZM5Kn52HhJHj4Ny1BbZJ0wAAuQP0+NtHRfA4eViTFc9Rp7ehrmYNhoy4DgAHZ1c1upoPonCQXN9UkiRk3z0DUpiHyAsQYzz6UVMt+Oy5Fky5SHEIk04fhMaPN8LYPx0Zl46DKb0Qg698FJ6WKoTcXdAlpMjO0XYX+o9WctsMw6I4/2z4A3ZEeD80aiNYVgWWUyN/wNlISFTwEll5E2EypcNgUjZzc0Yd0i6dgKYPVsM2bSiQrIc2xYyhz18CX7095joMCgum42jpQuTnTQMgr+AsmlSMTr8o2i7idaFj20pY+g9T3lMkiLbG3SgeeklUJ0kSNFoLxp7xN6h6crimUSOhH1gCweGA4PVG35dhRAnM08dD4nkwPZPBsFEanDJBC7Waid5fZvGpSMwcjICnI4ZoB7By9B54bUISUkacLoPEWBZpf7kdgtsDwe2G4PZAZbMCANLNA6Dm9FCxSrg3M3kEHB5ldwPDMAjxPmRZhxHXYBkW/Ywk4YivO4RLZp+CjIHK2PPU2DHiyXNgGyLnWiUAJnUiRiXNkJ2eHns/bJwRby4ugN/bA4DkWKReczoSZ4yBZ3dlNKRsKRgM64BRSCgeCbanvwQxjE5XBQblKvV3WZZDfsEZqK/bAG1P/pZRaxDqaEHOZbdCnaCMT5bhkKHKJ57lxr+lI+ATEA6K0Bt78hQcC9HthWPBMiT9+XKAYZEz/DyYUgpgsCpMZLYxhTDkJqF54U4YCuS88/BbR2L0fWOgs+qixC2sRoucC2+Av7kueqwkSdDrkzFmzN3RFIZ10kBYxhTDufEIBG8QnOkPZAj7L1z9/haZOnUqnnrqKbz22mvIzZXLjtbV1eGZZ57BlCknRjbVKycdQxgAJCSpcNfzOVHP3WDNwNAz/wKVhgSvMAyDoXkXycQiMXprEl0aL9YIAIA5zQBzGs3AkzBzMjVgE2aeBkavjSmhCGiNNmiNCskBw7JQ681Q6/sAqRj6FeanTaR0iePIgaFPNmL6PDInrElNgyaVBqgdTxJPPQPmYaPA6ZSPOzGNrjqUVzitp7asPDnYUgdgzPS/Q62V8/gMw0CdSJeLBACzlXxXgMzCNPjN62EoVAwJw7KwZCuUiQzDYMafs+ICpvqWWSwaTIPWUtNJ49ErttOHwjg4F9p0KwDZSTLkJUGfQ0aTtFoLRgy/iQBgaVUkOY3KaEHuhTcRYESN1oSRE+8mUMcMw8BoSUdf4fR6cHo9pbdeSlJ/Gk3xA2Q6YyJ0RjoK1ldSR04jgJGMWgVVkg2qJJqEI8lA1kFmGBaJMVzdAJCXeAriiYbtwwyXrIMpmdQlDIhPoMMwLLg+SH+GYWA0kwl7ldUE25kKtW3S8MnUuVScFiOLrqHGBMOwyC+YFv1tzOuHvOvug9oUH7jWV6JGufd8LIukWy+DbnBx9H5Ti2mSHgDQpiWg8N6zor+thdb47ZLSoE5QxjfDMEhMjFNuVqNC4pkjTui+f5OcZMb5gQcewI033oizzz47umB1OBwYMWIE/va3v/2ic50wIOz/D5L3vlwyUurZn82oVNC108bNXEd3ic5J5z51HSFKBwDOYtkox4KUbGV0TuqSz+iSc4tPH0rpEhbRuSHXtfSEYP6cJoBwz6IBM0/upssNAsBN+2+gdM8O/Y7SLe2mgXWvZtHP8lr3CEo3wUjnzZ+umQmABEb1T6CBMOX/ovsGAIxlNDim7AF6i5E6kQbHFL5Av9dXv/uQ0l198CZK96cimnxk7gfnRP/dy/NtnUnvJ52RGZ+x6rPK8ZTu85EfU7pHCmh2stB5dB3ghnNow3zHNJqAf8N0egIPDKH5gUOJ8VH1vjT6OhOvo3NsNyTTodSnG86nwFHlLbKTKIYjUardB0fQQK/n1s+kdFNHlVG6IkOckq0AdnTTu0uEc2jcRPgH2ikI8fTcYVTT3+q56XTOffmNNCtaxEoDzLqG9gBEeT66sgeAjK30fHLjZzQY9737L6V0M15cR+keGRR/TvitMvDx3wYIK3vqvwsQBgCiKGLz5s2oqqqCTqdDUVERJkyI73T9lJxUVakAIFhdi9YnZyNc10T9P3/dsRPemkKdN6Tk7iRRROvBNajf9hXVThDC8PppgJS9OQ6KtY/wQR77XtkWBXABxy/9566jJ5i+ICe/T4SzmzZOvsM041E8qVlVi7r1P816I4oSVrxUiro9Pw0081a1o+bdDXGfp35TIyL++ACrXgnxPvgjTlJXUw+xTzlG94b9qLtjNgJHyWcM8yfGoCWJEuwr90Xz4kEvj7Uf1KC1UnGMfK11qJz3AnwxueRQpwctSw/EPafAiwj55PNJvADBc2JApBOVcGs7xDj1iAFQLFbHk1iWvHjvSJIkBO0kKFIIC9j51n5ULKXrNfcVZ2k7tt/7LRxHSbBex9uLYP9yNaSe/na0hbB6TiP5DO2d1HvuFX/Xib3XYJf3Z79977FO8HFAVN3bquDaT34HQphHOAYkGPLxCAfIvu5bia5XWhp3orP9SA82RET3ga1oWbHghJ4jHIdRDwAcXVVRRkBRlLB7URO66uPzdf+ucpIxhAHAokWLogUwrr32WsyfPx/ffUcvcn5OTjrjrEqwQJIkhI7VEXrn7m1w7twS9d5FPozGHd+jes0ctB1aKx/jd6LuyI8o2/4p/O5YkIuI6jrF82RYFiqtAa4m0oMXJQGHq79GRf3yqKEUIiK+eLIKr91wKAqkEiQe9b7DCAjkSrhs7gE0rquBp0EB7LT5KuAIkttOGtccQ+0PJCAsLAZR6t1MTEC7NgfxbZ/VdqjZjo5PyRVKV0sYnzzbgtrSWGSwhAMfH0LDpkaibvSyleQkybIMWkudxL7gSFjCtx9346k7lPt2HWlGy5IDsG8hGbSqfqzBmoc2ovx7ecXN80HUl6/Ewc1vo65UAeZ1+WvR4ibr4Eo8j8735kYndgDQ5qdD9Aag7UduZapqJp85Epbw8XterFsVU4fY7UfdU1+i+e0f4d0vM15pjRxKN3SCDymTotaWIpcKDSirm8aFu3DsjTVojTHQfFjE9i8a8PKMLajaLjsvjIpD5xfr0PzyN/AeOBZF5zbW83j2791obSIR3K2SYhREIYLqw9+hdO88OLuUfmQNOrS+9DpCtUpbV3sQ3zx2BK3lyvuXJAlN/lLU+RQ2MEEIo6ZqBTralZU+H/ajcttc1OxZBHen3A8Mw8B+aCtaty6N1i/nNBz4AA97JekoHtwTxKJ55LhTm7Tw1NhhylNC5WIgBN/ecrB6LdC7dUqSsOUr0oCzRgPann8TgVIF6BV0BrH5iY3oOqqsmN3tASx75jDev3Iz7A2yYQq7Aih7azPqvjlIrNyDkh9dAhnx8NV2oenrvYTOtb8elc8uQfOXOyCJMtCybV0F9t7/DTidEmVgOQYL/naUqGHOCyEcrv4GwT6Urm1NuxEKOOT7kSTwPg9cFQcRdilb8iJ8AOU1P6C2aSN4QYngLf+0DccOkavqlrrtOLJzDjqa5UhG2C9g/w+tOLbz/79UzP8umTNnDp599lmCPbOoqAhPPfUU5s+f/4vOdfIZ55QkpP3fHRB8ilfrO1aBjh++gaFACe2xKg2yxsyESmtEJOCVy02qdehuK0NW/9NhsCi5WX/ADrujilg9p5RMRNrgKYgElEkoHPagOPcsjCq5Ppp/DXgFTL8xG48tGQ1OJU8OLDioWS30nJKHjfjCMKSZMGPRlbANUMBaCdoMdPiUFb+v1YM9L2yCJZ/MB7JgMchEVvKZeo4BZ8xQ8qBiKIKW174lSiwCQHKmBhl5WmIriLPWiTH3jsZpT0yO1o0GgOlTaXDJiAtykDNCuR+1hsHMa6y49l4lN5Z10SiM/fxWhLo8UWpGPshDZ9XiqmUXY+jVMsOYSqVDdr/TkZY3FiabQoqSZRmCVCMZmlWnpSBUeQyOb3+I9o8mLx3mKSPAapXcuCfQhm4PuZJWaxhcd4sRYycoocZwuxMpl0xA8eu3wlAih3wZhsHZ9/RDQrry3CqdEXkzboAYUSbNorum4ZS5t0Bl0SHSU7FIpWEx8vwMXDV7ODJLlHedet2ZCB5rhXvzkSjAKSdPhZvutsCWTH6yqVBCzwyrQjjsRUbeeFiTlb5QJSRAnZKMjg8+Ae+UHbvyjZ0I+wXkDrcqxzMMsvQlyNQruXuHvQodbQeQljFC6RutEfkjZsHTWUOUZkscOhFde9fDflAJXY+7ZyQsOSSewN4hYPwUcpxoEw3od+0pUMdUTgtWNiD19otgm6WM28QMHS56kAxFcyYjtEX56HrvM0Q6ZGN8dN5h2Eu7kD1ZGSOWND2m3N4fg8/OhClZvk7T8jI0LjuKgivIVI2OMSCJJcuxhl0BNH61B6Fu2bCLYR5hhxfD3r4eA5+7HAzLINjmRtnLa5B+xgDCOKt1HOoPuVC1XTGIWrUJGrUR7d2KUykIEWTkjEV2vhz2ZlgOqZPOQf5lt8PXqDhcapUeuZkT4fW3E5XW8gcZsXJuB8QeVDgfCcJgTsPYM/6GtBw57aEzqXDje6NgSIifovg95WTbSvXFF1/gpZdewqxZs6K6+++/H88//zw+++yzX3SukxIQpkq0ImGmApox5PdDxuXXQ5tBIq5ZToW8yVfI6GgfoFLrMHwqCdYBAL0uEZPGPAiOJcFQ6UOnEcUsdFordS8mmxomG/mRMAyDTD1JCKI2alA0i2aXMagTMCBJYUYyZphx5ieXgFWTk7iKpYFaAJBXFOPda9VIv30m+G6acOOca0gQla3IBlsRDQjSxiFMGT4rGyxL6jVaFoUD+0zQySZkXaSAdVQ6FXIm0pR3nEqD9Fw6v2rRkWA21mKG9eIZMIwZEZ3cGYZB4pUkfafFkIFJg++lzqdSMTCZlfs2FNMkLwBQPJ4GVelTs6G1xbB+MQz0GVboM6xEO51ZjZyhfZjg9BpkPXIFtDkpJElFJv25cjElERmGwcBR18QtiWiZPhWs0RBlMRt3eQ5GXUA/D8Ow0MQwfyWnDkaCrYBi8NIYEjD4jLugiik7qE/ORP4Ft8KUo4xdlU6FQZeQ5RennUdXbVOZNMi7iMQU6AcXRBHnsTLizGRKZz59MkxTJvSULe3CyDtHo+TygWA5si9MSVpMvlEBdBZcPhKpEwugtdHgzb6AsMTRuTAXp0LV40CwGhVSppHlQfUZCRj73tXQpdEAx4eXToDOSD5Pcc6ZxJY5llUhI5suk2nM7QdDn7SUQZeIIcUko9/QSRYMO9US1anUOliTSDpXAFBrOQw9mwYZ/u7yX2hgf4vY7XYUF9PlRgcOHPiLeUBOKkCYo4UGuFxx0Z8pXfujZE6XYRjoNHR+SPN2fNrOeIxO+X+lGb0a/0kXZNfXO+mDO+h8bXhoPqWrP1dxGnrBaPk/0LnGjBfj5wDfyVlF6R5tp9Gsi/fQgLAbxtOVi5a/JDsNsWAf2zcHqHa3HaYBM+9ddSGlC8cBzABA0TN0367ZO5hiDSv6ii7Ucu+HdInHJ8vOp3R3FW+kdE9vVtr1PqPWSvd30cM0sYR0nBzwsbvpnQAXzqQrgh05n3ZaJD3dPzV/otH3Re/TOIFBS2kSndWf0iCWpKPxQZBckM5dqzpoJ6/8Hhqo96cpWyjd7stpitZwBg2CnPk2DW767pGzKJ1wN11BDQBCC+n+cdPYOKhK6Gd5YBANgizS0EDGew9fQQHePG208WZCtFP19QVv0DcD4NFZ19HKODS5gpF2yrsH047IvvcfiHud3yqD/v7bAGGlz/53AcIuv/xynHrqqbjnnnsI/bvvvouVK1fi+++/P+FznXRh7Z8SIYYRTPCH0PjaErTNXU+1i7j88BwhAWXHjiyG10XmqII+2qj62rwQecUDDvi60NF6kGonSgJCPI3IJFiVRAEeD01zCAD2pUsQrFNCtd2OarS07Y3b9kTE00qDRyRJgv9gKaHz2uPQBdbsQevRDb+oROVPSWw0IlYaNjXA3ymnK8RAEPbPvoqGcX9K+IiE0j3080XsbrTN3xjN+4b8AvavsRMlKAGZ5a37068huGm0/M9JL+gnei8eN+yrl1OlQOu2t6NhV3wqx77nCws0OMpfU03pxD4rseP56f62+rh9LvbRdXQdhd3x07WCJUGgmOV6ZcuHlfDZ+zB99WG/E4QwdV2fM4zN8xqioVyiPa+8K94XghCknezmPctQv+XruOMzXknWWGmq8IGP/DxHdbi1GzUPfQz3NhpJ/mvleO+rL7Mhz8d3BCVRhMj/8SxhJ5PcddddePfdd3Hddddh9uzZmD17Nm644Qa89dZbuPdeOjr3U3JSGuemZh5t7eQH7vW3o7FD2RrDGbTyRNdKgib8NR04eu9c1L62XGGZEni01e0AHyGRoccOfk98QJIkYcez5CrB3lGK6qPfUaXuGh37Udq6kjjeGelAc0gBetntZdi37324XORKyHvoINxbN8O7f1904g8E7HA4lVKCQkRA+cKj2P7UJhx4l6RiPFpGTmCSKGHzK/sJHd9pR8erH6HrnbkINygOwppXSgnnAwCcTWVwt1QQE7xXdMIvKsaMj0jYusyBp64/FqXsFEUBTR17UFb3A4Fwb6zfgqaGrYQz5W72YMPjm3H0S3nyC9c3wb/vEBxfku/Abq9AVdUyNDcrNXnbG0P46J+kkyMJIupfXoKOb3cg1Cw7WWoti0Uv1ULo+3xfL4Nv+z4ES2XDFGrsQMuLC9A5dyV8B5UoRYe/Bp4wuYJrDpShM9SgPMeenXBsXAP7SoVbnA8L2L+wGmXLG4hjQ4Ifjd4jiIjK5NvkOoiKTnI1KUkSOpd9RxR3CPBuHOxeTvTNxpcP4oeHt6N0WT3xDp0V++BrURw9URTQ0rwbDXVkNMHlaYjWY+4Vu78ebR6ljjEYBt0Lv4X9i68RKKuIGupIgMfWDyvhalW+IUmSUGffCVIYlJYuJN59OCBi+evHEBvN5/kg6sp+RHe74jxyOjUqnvgWjp1k5EgG7olgORUkSYKvogydyxajZe4cCB55xcw7fWh9ezFa314Cx4+7ZMrQsIhP/1aJzX0AasfKQpj7hh3Vpcp7YdUqBKpboE63ys/baYdr+Tp0vjsXnnUy6xvvdMH+1bfo/GQenD+ujPaNvVPAos89aG8hnYea9s0IhJ2Ert1Zhu0V70OIoX5t7dgPl0dBuAvhIDoOb0Lt6k+BOCmQ31NOtpzzlClTMH/+fKSkpGDjxo3YunUrkpKS8PXXX2PatGk/f4IYOSmNsz8gISUGWCOKAsrqfoBGTYaaMm89CyqrQt4vRgT4azqQd/sZKHx4JqQerz4cdKFwyCwChCPwYTg7KtDdpkwONT9Uoa1PDdXsgtMwaOR1cDkUAytJEoyaRIzIvogIhelYA7K0Sig8JWUIxo79C4JBV9QIi8EgQvX1yLznPiRfdEk0/5iaOgyJViVkyqk5FJ3fH+bchOjKsFe0fSJhHWXdOLauCQGH7EBIoohwcztMk05B0o2Xg9XLOUp7vRdHljfD3R5D3yhJUOmMKJ52Ezi1EnbVMyYYWKW/ORVQMsqI829KgaonX86yHNISB0OjNkHFKXnQjOyxaKzdCHuH0rcdBztw3jtnY8w9o+W+KumHrGf/Dk1uNkLVddF2iYn9YTAkIxBQohpZhTpceV8flrWDtbCdNgiDP7sPuhw5x8lyDGbcmYvEjBiQWGMLWLMRmc89AuN4OV+uzUmF7cLJcK/bT+TvTeokNLgPEgYxS18Co8oa/W2bOh05d/0fOJMJwRbZ0Kk0HGbNngBLJpmr1XIGSJJAbMnJsY5ATsJI8KJivAI1VQh3tCHcoRgRvcqCQdaphGFPH5yIwimZKJicAValfB+eunK4qxX+b5ezDseqfkRGFkkmkpM5ASYjmce06bPR6j4Kvof7mmFZ2C6aieCxWjh/WKmcszWAC18YjcwhCo7BF7aj00caUo5Tg+eDqKlRUjC2DB1mPlhMfCuNFWvQ1XoYyRlKHpvhWCRO7o/yxxfBU6Z8h1pLMtKHTZfbMAwCNdXw7NuN5LNnQJVgBQCorEYkXzUNofp2hJq7ZOIcDYu/fjkc5iQNgcIuLNFgwDAdDDHkL4xGhcQZY6EvlEFmrFYL97K1UKUkwnT6JDAMA1ajQeDQYXAJCUg4ezoYjuu5J0CrY5DWB3Ng0Caium1jdDwJIg+t2oxRhVchNsCtUulQfmxJdJx0V+1B8/YlSBsxDSz3B8OO/k1bqT799FOceuqpGDVqFB588EH4/fG31LW1teHOO+/EuHHjMGnSJPzrX/9CuKdErSRJGDVqFEaOHBn9u+WWW3722iNHjsTLL7+MpUuX4rvvvsPLL7+MQYMG/exxfeWkBIT170cCsFiWw+iS6yFKpGeqMumRdrUCtmLVHJKnD1F+r5a7T6O3IiOfJI+QJBEl465HQrJiEPOmF0ClVxHbigBQgA2GYZBsokEcOo6u8qPXJ0Kvj6EO1OmQdP4FVDu1So+0tOGkzqDGkBuGU+GxfkVk/1gyTbj04+lge9DkDMvCMIIebLZsI25fdDp0lpjjJQl5Yy6kSm/2ZTZjGAZJGRokZZCegVqlR1HWVABAr7lRq/UYNf5uaDSKce93Hp2r5cwmJJxHgr8YhkFW1jhqz/fY6SQoyzKKPh8AjL+ABGlpcjKhyaGBVfr+Och+6kZoc9OA5XJo3aBOwKCkaWAYJjrvMAxLGGeGYaDNyIQ2gzwnq2Ix/pYSKneZaybfKQBY9X2O1RtgO+0Mqp2WI419ybm5VBuRDyNx6ARozIrRtCUWYeyEB6DVks6sTmuFVkPmhVmGw4hM0slk9Xqk3noDGI06aoCS8k1ILiTPZ9ImY2wuXTWupORiqNXkvY+/nMzB5w08B+n5E6hxl3LWEGhSzDAPVPoouWQCVFolD5t09gyYBg+DJo10NNSJZuT+6waIASXKpdKwOOUcEqDGMAzGTSXvjzVokXq1wtLHWUxIe+gOqHOzon3DGvRIu+8uqFPI8yUmc5h5Kf3tpyUMRLp1cPR4jlXBaqRxNUm2/khOLImiupMHToA+MRPGtHyq7e8u/4bV7/r16zFnzhzMnTsXycnJeOCBB/Diiy/iySefpNo+9NBDKC4uxqZNm+B2u3HXXXfh7bffxv3334/6ennBtG/fvrhlb39ORo0ahcWLFyMnJ+fnG8eRk8o4j15Agx7yjb0fmjxweQDBfbGTRCJ4ABnv0Lm08JDYCT1mL22ZHCK1wQQ0yOHYzjvkj8aAAnQtktvpw3Q+tPoJmo7x5sGNlG7pP2lEoGUQneNucdHI1vqNgykdALRcRRcuqbwqL/rv3iB0QT79xQ2Y2gMoGqi0XOfsNYAMAPnfxtX0JPP63VdSOr2bJlF58iu6LCUArHDRVJuvn0m3fWn1nyjdX7bT175/NA30efEQDTIa+Br9/upnyf0tSRIMjBmwA4H+cZif7oxPAPF/AxZTuu9OoVmsLt1D4wdmf3lx9Nq9k4naC6gtOTCNlzna4Y0PHNv5Txr9vuD12X00q9EtxudhfriSZqLSzo6D5u+WjaVW07NNqRuYu4cGnk36hM6RV37QCyZLizpqC585h2qnUksA1NBqk9E7AkNfKZERI7LRm0kwN4YhT4NKpGHH0zRD3Nh/3kXpuvrToK43Kmju/Jl5RymdPdMIjAIAZZyv3jEM6tQkxFq0a/fcTB0LAOrpZspR2/1/r9PXvuJWqLXyN9d71tQ9HgCJQKMz7rl/T/l3hKYXL16MSy+9FAUF8ndz33334U9/+hMee+wxcJzirIXDYej1etxxxx3QarVISUnB+eefj9WrZc6D0tJSDBgw4FcZZuD4mIATlZMurP1zAI9YcR/cg+YFc6Lhxeg5fmWni5JAgTWkPqXzACDc0hX3GpIkoaXs5wFOkiSh5dP1CLU7o7/7VqoRfF7wbhqBGv988fvM5aiD3xefFjFWHB2VBClGxBtC5z4yxyuKPDrbaEpLXgghIsRHCPeVkKdPrjxOH4aDbtQfWY6AR7lv/74ytD//MYKVSmqBD4vwdpPvKlDRgNYXv4D/EBlqlSSJqMQU6mpH6+LPj9tvJyLurvCvGmfO3Vvh2rONPFf5AXRu/nl6RlHkT/ia4ZBEhHIlSULDxxvRMIfMQ3vc8QGLJyId+1px8L3dlL520wI468mx4mwug6NJMYKSJIKPxAdC8SE/0e5EnlkIB0+4b9w7K9A4+1sEan9664y7yXNC5xSD8UFb9n2b0L7lR/CBn2b6cjhrKKKT//ZNOjzPw+12U39erxc1NTXo109JMRYUFMDv96O9nWRm1Gg0+OCDD5CSouwgWL9+PUpK5C2rZWVl8Hq9mDVrFiZMmIB7772XOsdPya816r1y0hnnrq8Wou3DD+Bcvx7hDgX92tS0DZ2dR8gJVZIQqK+B2pYUo5JQ5t0cRZEKQgT2rgrU1q6Fz0eiaTuDJFCrpm0zjjQsJj6MDk8VjrQsI/KG7a8uRPPjHyFYQQKAjqxqw4c37IS3WzZW4aAbjUdXofHoKrg6FYPh2V+Ljm+2w71DZkxiGAZdW1ahe9fGKCjLV1aKhhefQ/eqFRBDivFbvyaILRtJY1jTvQP1Drp+b23VKjTUrI/2WdAvYMM3nZj3LHnfHc370FQto7UlScLB17Zi5z9WwdeiOAeu7lqUHVwAr1vJBUqShKPtK+DwNxC6ZV+6sGO9jzAO/u4Qtn5Ibqlqawhj6zInoWMYDs2V6wnEL2cxIni0Gqpka1S3ZHYV5j18lEAAq2xm+PZXgVGTodI2dxkONn4bfa/e6qNwl+6Hv155JzwfREfrQdQfWxt9B7zTi7Y5q9AxfwOcG5XSlF5HBC9esR+H1itgRL/ogVMgHSFnewg/vtcIv1uO2vAet8x0t2uLAlbkI3CV7kP3vs0EIE+URDS5DpHlHUURVfsWIuAlr3OsMoJFX5IG4MCOAF57gqzEFen2IdSpvFOftx37dr6Fzlh2Ma8Hzl1b0broczR89IYMuqxrgmvZenTP/Q7+PUpbf6cPdcvpFbSz/hCEMGl42yu3ouXIGvDhQM/9sDi2/xuEg8qOB0mS0FG6BfZKEmR2rHIZ3C5yzDY08ahvUr5Je/kuVHw9G11Ht0avLUkS6vc7sPqtSoT9SuSM4Vh4dldCk2qVnzksYPXzB7Dzk0q0lzujx664dy22PLMjyrDHu1xwfLcU3d98D9fq9VFmu0inE83Pf4FgNeno+Jtq4G86BjYGy3GsNgI+pmRrJOJHRfUSeL2ko9DuKoPbT2+f+93lD8o579q1C2PGjKH+LrjgAgQCAehiivHoe4rDBI5D8QrI7+Ppp59GTU0NbrvtNgCy8R4xYgTmzJmDVatWwWAwUFukfvLRiZ01IlpaaI79n5KTzjgzag1YgwHqlBSobErYLSVlKMrLv0NXlzLBqywJSJw0jaj8w0th5BtGgO0hf2BZFWpr10CjMcFoVMjxeTGMjpCCcAWAwrTJyEocAV9IQexadOnITBgMf1gOb0mCANPEITCeUoJwSxcEr+zlC7wId0cQ9y89DaZE+WPU6CywZQ6CvekQ+JAyebp3VqHf89ciZZZCZmAdPQkdq5egddlXkEQRKqsV1tOmgDUaEWxUJqYx4zRITGIJw5dpGQyjJongnw4F3bAlFWHAkEujoDOBl5CYrkHhkD7Vl9R6DDzlOrCcCgzDYORDp2HU36aiZUNNFIxmSy7GqAl3wdWt9BnDMBiYSpI0MAyDQEBC4QBNlNhEEiUsf2ofIn4SM5Ceq8GC19vRXKNM5CqNHmkF42BMUPKJmqIc6IYWg7Mp+dILHizG5Kuy0VSmIMrVqTYkTB8NVaLSTv4AJYzIuTTqKSeNn4bsK26Fr0YZS87uY6guX4rUjBHRPKjKaoL1zJFwbT6KQEVz9Pi6wx7c/MpADDtdwRLoGRN0jJG47oKna6DWsTBY5P5RmS3IveVe6POKEGysAwCwKjWyL7wB1mHj4W9WnEWWYcEyHBpcCgqfU2lgMKfh4IY3EQ6S28JGnkJiAbR6Brf/lSRfSTp9IBKGK3lroykNYybej2DAEd2NwBlN0GZmg9XK3xTDMBADIbgWy+Ao/WgF05F3VhEyJtA5VEt2CRL7KWC0sN8FrSkRJdPvICrLcZwWZdvmRLdTte5biabt38NWMCLahmFYJCYPwP5d78HvU75Lo4GByaBMjxpTAsw5JeA0evBB+VsLuCL4/L59yBthg8agjFFdQRqspw8DZ5QNBMuxcLX4Yc7QI6WfPHaEkICJj4xF2rAUtB+UnSGG5eDduQdiKAzz5Alg1PI5tTmpUCUnoOGvHxAGmmE55FxwI1EQIy2VI7Y7q9UGDBt0LXiBdGYs+gzsr12IyHG2Wf1e8kehtSdOnIiKigrqb926ddDpdAjFLDh6jbLRSJPfAEAwGMR9992HzZs3Y968eUhKkhdj99xzD/71r38hOTkZZrMZjzzyCA4ePIiOjuNvaZw+fXqUR3v//v3RfHN3dzfOOIPGffyUnFQ5ZwBIuugigpiit+yfVmvGmDH3QKtNQK9/o0lOgy47jzhezWqhBlnOb/iIm6BWk7liFavB4ISphI5lVUhJIHPFek0C9Bold81wHGwXTUFf4VQsJv2Jzj2abNkYNv0+SADC8EISJWTdOp2i4NQmpSL1rAthLBwgA7r69YehX3/6fGYWg4aQPptenQC9mgRMabQm5BWRg81oUWHYZLIdABQMPA8sp4DEOK0KmafFeRZLFoxmEsykURmQrCLbXnqjlfjNsAym3jcEfJ8iDgzD4OXFxdDqY1CzDIu8wedR7RKvO58IQ6k0LIaeQRNm2C6eAtaoI47NSKBz+KaigdBn5Ud/J6cOhtmSHa0F3Cu63BQUzr4JYkhxLIacRjOOMQwDHWMgft/4fH9odOS7YjVapM28FEJQmXQZlkX6tAsg9Al/ZphpUF96wQRYkgqg0Sn51KL+NM3j8LE0NiJhRB4iThIVazCmwhDjtDIMA312HvTZedGtQrqBRUh75M/QFvUtN8lgxJ00W1bu+IvJd6U1In/MxVS7tPwxYFgOnEqDCGTgl9qYAI2JzIUnJhVj9Ph7YTAq+IykRPL7sRYOh7WQBN8ZrBrc991kmJLIHL4q0Yzki5WyrSzH4NI3yDKuKp0K2ePIsc6ZTUj/y51Qp9PEKMmXT4U2Lw3aIuWY9NNnQWUgMRwmI73eMhiSodOTz2zQ2jBxwG1Qq/7AWs7AvwUQVlRUhJoaZdtobW0tLBYLUlPpymJOpxO33HILDAYDFi5cGC3zCAAffPABJk2ahMGD5e+7F8Wt1cYnQwKApqYmPPbYY6isrMTDDz9MjNNfmko4qRjCdtTnU7p32+m9Z1ck06UA//ESXTJQVMXPKXgK6FyjFMcNunHaBkr39cf0/ZjOoXNXLY00O9mA9+jtAtVX06CV9y+kAS8A8PRd9DP+8x267V3v3knpcr+iQWt3rqVL/G330kC27xfQ5fNe//P7lO7WFfG3MZS8QQPh+GQaeFZ1PW1kBr4Up1qWkyYTEfPoCVN4gc7/ZxjigMSepWlXtd3x84icl86vt0ylgVUbHuwL1gLe6KbrJDcF6WPXHKSNsqWM7pusVXTftJ0av/5z+tcVlE4Kx6m6VEQjVyvupw3ErmlvUrrSCL3yefJ2ekzommgsRd1FNDASANKm0jlx5iXaKQtbaNq/8x7fQOm2XEaXNXUNo7/VljPoaTdvCa0L3RO/OEXiXTSRS8PF9K4BcyM9F9l20/PJ8uqX4l7nt8rQB179TccffuWXM4StW7cOTzzxBD7++GNkZGTggQceQFZWFp544gminSRJuO6662A0GvHmm29CrSa/gb/+9a9obm7GG2+8AZVKhX/84x/geR7vvPPOca9dUlKC9957D4899hhKSkrw6quvwmQyoaurC6eeeirKyk6chOakC2v3ym/xSYRI6ITYriRJguBVcl6+g4cR6YxPI3giLEOSKKFj+cFoYYioPsJD4smPte/zxRb6+Cnx+zopBib6PkR4a8vRtn7JCZ2z772IvIjuepr97HgSCccHx/HdTkIXu7c37n3wPATPiV+3r4iiAF/Qjgh/YiUd/R3kStXjaER3ezk1dk4EOPZzoJ9YaTrkQMAds8/ZHoA7jsECTgwgGRECRN/+Vn+eF8Lwh2g0/q+VX3o/nrKD0cpZv1T6kgX1JaT5OTmRe3V0VSEQh13w584XdnXDeYQG0J1sMm3aNNx666247bbbMHXqVJjNZjz88MMAgJaWFowcORItLS3Yv38/du3ahW3btmHs2LHRvczXXHMNAODRRx9FdnY2zj33XEydOhVqtRrPPffcz15/6NCh+Oabb2C323HZZZehvr4eLPvLTe1JaZw/fsOJ7RuUsF/nkU4c+HA/alfWEBOqx8nj+0/saK5VPkg+6Ef92vnRvGHY44Cjch869q6Fq0bhiBYjEXQuWADeJa+keKcLXZ9/gc7PPofEk5Pz7q/q4W5TJnx/WwPaNi2Bp66MqGzUufoIal5bie5tyrauwJEK2OcuAmII/kMRL1rtCmkEALjWrYN3/wFCFwyI+O4TB+qr5GvwkSAO7XwfjcfWE+0cXTz2bPaj4VjPBM0wcFccgmP/Vmqy6fTXUsZmw2IXkcM+8G0d5l2/MWpAJEmC6+he2HdtQNe2NYjEbKNqqQ/j7zc0RstpAkCorhHtr7wL+/yvozpBjGBrzUdRgJMo8nB5mtDcthuhnmph4cZWtD46G64f1kAMKv3a4j6KFjdJQ8pLEVR6dxA6UeKxu+wjRGJz711etK48irovdkGMcZra97Vi+Y1L0L5fWaW4u+tQc2RxlLwGAEIhNxpbyOvYPTVw+pqIvnUfOwz7QZq/fOUaOme49IkD2PeNnF8WeRFrH1mPrc/tIAEq/gDcKzfC/aPyrn2N1WjftgLOsr0Idct5NUmSsK9uIQEeEkIBNG38Bp6mKvIeeTsCAun8iJIIVx8gW4erHOVNyra9wKFKtL/0CdwrtiDc3E6cs7mFdBRFUcKujT543Yo+EvahtmoVBCEGwOWtRU3nNoIpCwCc+7ajZdFncO2X+9zf1I3WZYdQ98lWdO+S8Q4CH0J3VyXqqlfD2a2ER4O+bjQeJaNBNTvtOLaddLjr7Dvh8JM7PCJBLxoPr4DfJfejJIrwbNgG14/r4N26G3y3MuYbKtegqWZTtB/cB+rRsmAbHNsqEbYrUR1XsBXl9g3y+SQJHRt/QMvKr6Lvrve6zaVrYW84gIBbeQ9B3gu7/6drsf8ewvzGv18r1113HdatW4c9e/bg5ZdfjoLCMjMzsX//fmRmZmLUqFGoqKjAoUOHsH///uhfb2lHk8mE5557Djt27MDevXvx8ssvIyGBTtsRz9sTxk5LS8MXX3yBfv364bLLLsPevb+cOvmkNM4zLjXBmqg8etARQPOWRjAqBrokJZfW3hQhBkjE70b1krfBsJxS9zkcROPq+Yh4XbDky2T9gteH1rffQaiuHppMOdSksiYg4y/3QFdUCPcmhcKzbo8dy587AkuaEtozpOeC1epR/92HcFXKvNu8LwTnnhoMfPFKJJ06QDZoS1aj87WPYRg9VLkfScThmkXUMxuGDkHnvM/R/cOy6EffWh+BzsBApVYq2AwbdxsEIYygXwmnmSwcWhojaG2UJz+GYZBx1iUw5vYD71XCuBEhiGrXTqoq0tYfXTi4VZm0R1xSgLP+NhwVq5uj5/MeK0X37o3QZ+VDbVFCsS0NETzwQnq0nCZvdyBwpAya7Exo8nKizxKIODEkYwbUvUxiDIPSym8AAFqtDMJhWAb64QMhBsMIHCiNrhpNGjnkGctlrmLUSNbkEIZCxWmRmzYBOo0VgBzJKHtxFY59tBXp05UKSP5OP9r3tmLoTSOgiynWIUkCBoy6OlrVjOeD2HfkE2j6EGpY9Jk4Ur8YTp+SKjDlDkDr+kVo27yUuKeS/mS+JOAOo3BiCibeKG8lYVUsznhpGjJGpaF5h4ymEP0BtD39BtyrN8M8TcmFGrKLwHAqNC3/AsGu1ui7KUiZCG0Me55KZ4Apuxg1S99D5wHFuPsFF5g+UyovhSlnLc06EElmheRFEkQI3S6I3gDQJwK0bRu5Ut262oedG/wwxYSZNVoTQkEHDu+dA7HHGGtURmhUBnhDMQaptQmBxlqkz7oa5sFy8RZ9hhWsRoXODRUItstOHMuqIEkifN72KCVvyO9A6Yb3oNaS7yo5z4gv7tuD9uoY4CCnR4j3RussR0I+HFw5GyG/A0arPB8wLAvjuJEI1dSje9436DVFkiRBq7eiaLCCgTAPz4UQiKDqqe8Qtnt72onw8y5kW4ZG9ztnnncV0qddCPvuDdExotaZYErMRc2ur+HpkHcPiJKIwx3LoVPRKa/fXf4gtPZ/qsR+mzqdDm+++Sauuuoq3H//Lw/Pn3SAMABIy1QhNUP5uDPHZSF7cg61L63fED36DVGMtUpvRsrQU8HEgJu0iekouuguGDMVRi/OZIRl/HgIfh/JJpWVicSLLiCI/7OH23Dhv4ZDpenDZDR2OjQJibD0Gw6gC6xGheK/X0CUPjSMGQ7B44N+uFLBh2VYDMq/IIomj95nXh5Mp4yGcfhwMIw8SReUaFFQQoIbDMYUFJaQgCm1hsEFV5MeI8NyyL7gOghhZfJUczqMS6fJKG57MgPW5JiyeByDgWeTKNzkSWdDZTCC05OT3ymn9kF+J9lgnUkTghg1yTDFlKtkGQ6jh91KGD5NXjaSbrqCOtaiS6PKTQJAooau/JSXPgFsT9SEYRmUPHgmIu4AdKnKRGdIMWDYrUrpS2fPf9NyxhCTu0qlw+D+l0CvI/O4apUO4/rfBLVKGXsaiw2JwyYhYcBIYkzl5ZKfsFrH4awHBxNt9DYdRtysMMGxBj1sV14AiRfAGpRrMAyD1HHTYUjPgTG3GKiTV3Mp5mL0nSmtRcPBn3YJrP1GRHXpWprVTsPqoGHJnDLHqpGTrOTH9UP7wTDyL9SxAHDZpWQFpVPPNmHCNDr3nFMwFQzDRpH9Zl0qzDoSAKTLyEbGrKsJHcOxSDtzEFKnlUAIyJEchuWQlFKCpJSSaJ9pDTZkDz4Legt5TmuWHhc+NQwphQrGIctKkuKotUb0G3sljDZyzLN6PVLuvB7B8mqoEq0AJEASUTz0EmqHQs5NU5BwSgGMxek9OhYZJhLLwKrUSBw5SZ5fJBHomQMS0osx6Iy7YLD2UIcyLEZnXAL2D+bVBv47+bF/i9x9990wGMgxe//996OwsBDffPPNLzrXSQUIm3LuC5SuYzRdUi1/Lh3uabgyj9JlrY1PCMLWyiGtWAafnFV0PnR7Sz6lSzHRucXTUyspXUvISl3j8LPDqXZcUFm19Lad8vw2qh0AfL6OBmYVfUOHTT9a8Bal2xyg++fzK86mdOV3xdnOEOcL3nk2zXZ08VGa4QsArsvbQelePUJvW7h/CM389cHsWZRu8p103q7ierqOYMdzdL7R5aHL8bEs3c64iQasAcCAa+jyl12P5gMg3zVvoAFKGgc9xlRddI699SzaETE30RgKNkK/F4aPP13Uz6DvZ8WsVyjdN65RlG7LlfS4bZxJA7jSdtNjUW2nsRSuQVZKx9wQf/uLcyNd01iMU/qciQMxSSynsRmdl9N4BLGOHvNpw2kyC+Z9GohmaI6PFYkHHGw7jQaeufvR7+vRmd9Supv60ymT30OG/+W3AcIOvvbfVTLy95STLqwtSRJ8nnYE/HZKH4lDGUkdHwdAI0liXJDQiTDEhFq7YV9Ko8OFUATdu+t++l4kCW0HOhHy/HzZN7+3E78lThSJ+E8IzPJbfT0xFIbg/XnwU6DRDpGn85F9JdzciUiH8l75cHwADx8kJ8GwL4Kw/8RBQ3LpxxPrn3hjKJZUw9PoQsuWeghhemtYrBwPuBcKe6hQct/fwe52OCr3/WSbXp2/DylJPBEDAfj27P/ZdgDilnb8KYntV54PweNpIapSATLILF7/xwK/JEFE67d74NihEJvwXnfc5xaC5PcsiSIcuzYh2NYnlxyObzwDpbXgHT9dQrQvsDN67eMwm/UVURRO+Hvz7NoN4SdIOP4wOcnC2r+n/FcY55kzZ2L48OFRNN2MGTOi/2/btm2YOXMmRowYgauvvhq1tbU/cSZAFMIo3T8Pjk5yNRpqa4L7MJm0lyQJpY4NBKjEvmcj3JWHyFKQADYdeRWBPhR5AZFctfjtATRsbkJTT+5PkiTYv9+Bto9XURR9LUsP4dDfvoX3mDwxdtZ4cWxbJ2p2dkURos56N5bdvRadpYqjIUSC6GzcD2d7RZSiMhhwYP+W12BvJ2H8QXcEB76rh9/ZA8wSRbjWrIN3zz6IQXKCKD+2FNV1ShWhQEDCom/oj33bkr5OjwiPvw0un7JlJVzXBN/O/fCs3YrAUeU9hGoa0fbUm/BuVJyVg4ciaOyzqgt3e1H2j28IqshIWMSuJeTqSAxH0PLK12h+fgHEkPyMC5+uxs7F9KqleafCaS2JEjY8uwfrn9lDvGd/qBtOX1OUMEZ+PgmeA7Vo/2pb1HhKoojAkWPoXrASYsx2olBDO7rmKKUgASDstqPux4/RtlMBSPma3dj+6BqCQc1ur4DTWUeAngK+TrQ30sxtRyq+Qn2zgmsIRFzY2TA/5vlEtO9cgeb13xDIcUkUUXfkR6IGcmvdDhzc+jZlhAK+LrQ27or2j2vFGnR99gWCVSS16ZqVQTi6SSPUUe1B1RbyXVV3bIYrQDJWCaEg7Ls2wHtMAesxDIO9e96h2Pj21XyBLg95bXv9AXg6lfmA4Vh0rDgE1wElMtax/gc0zn8XYSe5Zalr7Y8IxVTxCjTWoGPNUvhrlfHqd7Xh8NrX4emqI44VQ2F0vLsYLc/NgxiOINhQj7ZP5sCzdw9hIN2HG9H67R6qKlxj+Rrit8vbjG5XDXwBEnh2tGUZWlwKCDXi96Bl+1KEPeSzBCqr0LVwIVxrlMiR383jxw+a0Nn4x5KQ/M84/3r5jzfOwWAQNTU1WL9+fRRNt2zZMgBAV1cX7r77bjzwwAPYtWsXJk6ciLvvvvsnvUlOpUW/QXQo03lgJwItJIWfj3cgRVcALib/k1AyAk1L56H5h3nRlQvLsMhJPgV6rZU4vjlUGUOjKGL5natx4JMjSB0ih+wYhkHGrWcj4dTB8FcqxksIyqvm4S9dClORHOpqOuTAipdKoTWqwPWU87PlJ2D6M5Nhr1SMBafWQa0xoHL3F+hulT9cnd6GwWNuRnf7UQVA5QrjrXNXw9MZhMEqx/EYloXxlFHo/n4Jmp5+HoJPXsF6fW3QaROQn61U6NLrGSQnk8Mn5Bew4Pl6hGNC6S3dB3GkYQkMWiWvqkpNQrixFY6vf0SkUZ6Qw/XN8KzbBm1hDjizEgbMyeEQu0AUghE0zduK5KkDYRtXFH2eIxu6cXAt6Rh0f7sZ+gE5SLv9fDAaNSRJwtjzU9FW44ezXQkLuhpK0V0ds4pkgOHXDIAhSYe6TQrlntPfhAb77mg+XxIlNL75I449/iWsEwf06ER0vvEV2p79FPrhxWA1Mj7BtXIXmh55F7oBuVESnIjXia5Dm8GqNVDpyNDnoJtGwZKvAONMpkyUly1CdfWPyjswJKPq8Lewx9QsjkT8MOpTkJupAL306gSkmpT95QzLIufMq2ApGAxvo2JsWE4FgQ/h8KZ3EOlhnEvPHYvc4umEE9DZdgh7trwCozk96pAknHcWbBedD9eqtcRuhLx8DlUVZASCU7P49rFD8DkUtL5Jm4xuX30UbR/q7kTVe/+Cu+IgTEUKpoLjNEhLGw6zmcQDJJrykRwDMnO2VuDYjgXQ9ckRmwdnIeXModHrahJToEqwoXv7WkTczmg7TXIqGj9+E/56Ga1tyOuHrMtvRKAlZj8/wyAldzQ6G/Yi4FUMp3PJVhiG90P6Xy4Hq1FDDAQQampEoLoKgcqKaOTEMjQHLd/tQcWT30IIyn0k8GG0HdtKnM/uqkZz514qcmLWpSPNrJSQVRvM4DR6lM1/Ds4aebeGJAhwrl+PxFmzYD1HTjOJgoQD67rh7Agj6PvpbZO/VU62es6/p/zHA8IqKyuRnJyMxESa/GDVqlUYOHBgtIj1HXfcgc8++wyHDx/GsGF0paJesSUXw2hWck2SKEII+CGJJAm+SZ0Ik7oPWMdiQ/K4adCn54KtV/JsRRlTqev00yv5NVbFYurTp8KcYYTGpCS1GBWHrL9ciHCr4u1Kgoihz14URf8CwKAzMzD0vEwKOJY/NQcBB+n9WtMGYNjp90Gl1vcWg4I1qRAJtjwZKAJAn6DB5W+MQ/YI8vlUVitSrr8WkfYOcEYjgCCMhlQUF9DVf6ZMpZlybp/djwhbZiWNRIqlPwFuYg162C49D+ap44EeQ6XJy0LyLbFgre0AgEQbi0Sb0g+sVoXC++hcdkY/A8ZfpORSJUlC4iWngVWTwJriMVYUj7ESxwrhAEzphZBEEQzLgmEYpA1KRNogsm8yrEOQaVPGFcMySDpzOLSZidGazwzLImHWadDkp0M/SAFI6YcWwjhuEEwTFXpKtcmKzMkXUs9izrMi9RTS+Gi1ZowYeQs4Thk7LKdCduEU6I0pMTo1BhSdT03kBYkk0xar0iDnzKsRdpOrrNS8U2CyZcvAtYgEllMhq3AyscJOTBmIwaOuh8WqMHqxWi0s006D+bSJkCI8mB5KyeIBNLmJPkGN0+8ojiLwGYZBesJAoo3GmgTbsPFIGDKaQv8X9TuHfr60SYROrTMhMWc4NAYSyJg2YwSMRanR6yZPOpO6PwAwFPaHt/QgVEYFG2DqNwhqi1VpY0mDYTAJTpQkCdYZE8AaFBCcrrAIuY8+Qd0zw7HIvHQMNDYjOJ3cT+GgC6n54yBElBV2fsYkAiDWK7mJoyh9yoip4ANemDJljIQUiSDtphvBxhBssByDiRemYuKFNGPW7y4nuYH9LfIfYZx5no9bDJtlWZSWlkKlUuGKK65AfX09Bg0ahH/84x9RiraiIsVb5jgOOTk5qKmp+UnjDACamFq0DMsi6+LrTvh+UyadLU8Y9QogLHbSPJ4kFdNsTfL1GWizFDCHykgbPa3x+K9Kb6MZlnTGHsMSs4rtW9s2dzQNIAEAfXE/6Pop/dp3cjyeaA0chkyi9wH23SrUK6rkXuN34l/w8fL46YUGpBeS9JaM+sSGd2K/0UjsN/oErk33g3FgNgwlfQxpQSY0+RmETpOZjLR7L+1DHRtfjBnxt7jodHTf5peQjkpvzd6+Eu/eGYaBNoEcA2ZbDsw2msWL5ZS+5Dg1ElMGUG0AgFGpoob5eGJK0mLs5TSAkDgPyyJ16sy47zu2jnf0nvo8t9GWhX4Tr6baGfvRYLh4oklORfZ1d0TrTfeKNpVm4YoVhmHAGMjvkVXHfycAkH7BKBJZb0pB4YgLyePjGObj6VlOhcxJs5Qa0Tp6bvif/HfIf4Rx3rVrF2688UZKn5WVhT//+c8YOnQoHnroISQnJ+Odd97Brbfeih9//BGBQAAmE4l61ev1x60+wsYgTSVJBMOweOg6Gt4+f/MMSpe9gqbRcw61xr3O7EXrKd1OP432rTTSnmttC41SrW2Og1xdqYEkSQi42qJbJCY/JlfbiQR4qPXyq01QKX0hg5aAeSumETrB5YTKakPK4Vgj2bP3udMTbdf7wZ//ssy2E/G5IYYC0CamIWOT7KiIIh+dNCrullfLUoRHsKwa+mElAE9PtrOnLaR0V91wL3XdjjM1ECMRiKEgVCZlgl7wGv2+QudyEAMBMBpNdIJ9vv18AIDg9oCzyMdnXEbnn8vH04as5l+yYyVGIoAogtVqUfxnGt/w0AaasnTuhdMp3elfx0fHDtc1ULo/X1ZEGan+nwQgSRJEiY8aple++oA6to6nHcKHD14S/Xdv/6re1fX8FsHzQajVBqgCdMjTVaSnjgWAosFNVNt7LrtdvkcxEnVep3wk4wkiQQFqnfxeFq9eQB07ft9VlE61Wk5NSJCi24DK77SA7+qGf89BWM6RaymnbZbDwyGPHQab/G1YnpLfdy+QrPd+Wm+jc65nDpSxGSIvgu1JIW1YOSL6zKLfB85owoPPz6eOfWQhvaOg/8et0WN7++u2lauodo9n30Dpmi9UQ+J5yuHp/2d6Bwd60NqxY0Uw0+/wn+svpHQ30TT7v4uc7KHp3yL/ETnnn6owcuWVV+L1119HdnY2dDod7r//frhcLpSVlUGv1yPYB7gUCASofWZ9JeC3o9uusGxJkoSGMh+8DiU3Jghh1DWsRyhMIi7ru3YhGCGpEB2NR+DprKOu8/o/u9BcT+bb2qu92Pk1OZG5y1rRvkbJG4Yb2+BevgVigCznF6pthnvVNoh+Wd9ZvRNHl7+GkFfJtXbXebDw5vXwdpIOihARsfiJQ6jbrbSVWczmo+OL+dFwvr3uALxdDUR4v9vfiNL2legr7Vt/RM1XbyLSQ0TiC3Zh0xF664Rn3XZ0vv4pAkeUCSXc0AzX8nXRsniAXHLy4GY3wQbW0XYAkYgSVfHu24vmt95AqC2GsUoII+Czw+2oRyioRDP4bgfcGzYR9yKJIhyLfyR1koTu7VVw7K6h9H3FtXkjeJeT0Pl4J9XO0x3BsYMkINDpbyZKg/ocYTSXudFV70M4xhBKkoSqw8r7Cx6tQOcH8xA6Vhe9J0mSUF63FM3tNCDM7RIRDin3Hg6JcHRG4HaQwDrf4Vq41pAI6872I9i/6z1EYsKqbR0HoiVSo+f0OdF2RHFCA20uuMva0L2nHsEeh06UBOwvn4v27qPEsaIoYeFD+1C6luR49vn7IMxFCd1rD8F7JKZkKERsPvwKvIHOaD+4flgN53fLo6A/SZJQv2sRqtbPIcpkhiM+bNv7KgGskiI8QjVN8KzfBcEdQ7Xb6Uf1ctL5EnxetH3xCbpWKKA+SZKwb6MbnS3KtR2b1yNQR46lLn8dap30Fr1D28kx4mmogLNyf5QLQRJFtD8/B+7lW4hvBZBZ7IQ+7yXk7ETnQaU0rOD2wPXDGoLqVvQH4Fq+DpG241dX+t3kf4CwXy3/Ecb5p2ThwoXYtk3ZlysIAnieh1arRWFhIYHOFgQBDQ0NRKHteNLYsAU+n7JiYhgG4YCAf5y7H6XbnQBkYE234xgaGjdH6R8lSQIvhNBk30fUwTWlFqBq0yeo2jyXyM1ZrBwyY0giWio82DS3HqUb5IlF5AVUvLQChx76CtYRSihRk5OO0LFGNN33AgKHKiEJAtqf+whtT74DVZI1ms9KKhiJjMHT0FoWY4AkCQWTMrDjg1JEAvK9iKKEXV/WQaVh0RvdFINB2L//FkIgAE12NqSIPLmYUwtQufZDVG/4JPosVn0mVBwZHgt0NCFkb0X22VdDZZQZuIy6ZKRY+hNbUwSvH75te5F43UXQlRRB4nl0vvsZ2p55Hdr8nGjomQ+L2LDIjkXvtCLoj5lwGAYH930Mvqe0HaNSQZudDfvSxQg1yeCcgM+O3ZteQlf7UWg0SiRFikTgWr6KoEYM1TXAt+dAFEXNuwM4+sAXqH9/PVHuEABcUhe5jcfthmP9WsJpAoDWQCW6Qwqgz+8V8MItlWD7FEYJRFyoaF8X/e3pCuGjm3ajfFMXOLXCEPX0nc2oKY+hjO3qlmseL1+HwP4j0RVYTtp4uH0tUVYsANixJYj3X3dDHZNlWfyxHe8+1hItsSmGImh5/Ts0PT0fxtEKUEwSBXS2H0LRgBlQxVQr8gfsKK9W6pC7WipQuvQVaGOqO7WuKMXee76Eu7Id2iT5HbAMh365ZyLQh0f70LJmJOUakZRHlsD8YaXihEXsHlQ9+Bk6vtsJ4yDl22AZDinWATDqFFCl7eqLoMnPgdDznhmGQc6o82FKLUB3g1IfWqM2IidjfMw1RbS/MAdt/3wXjEYNzmKK3suWZ3cg7FVQ6xGnA50/fAeJ58EZDFFQ14FNHmxf7oS9NRy9tnHAQDTPeRet8z6G2EPSY9NlQZRI4+ru5vHZ8yRC3ZTVD5171qJy3vMIu+yQgmFIvAD//jI4F62GGFDGRVDyQ+oBlUiShJZtS1C+4AXoEtOjKSzOYgY4Di1/ex6u5eshSRJYgx5cggWtT85G9/xFJ8Sv/mvlf4CwXy//EWHtn5KOjg7MnTsXH330EWw2G2bPno3CwkKUlJQgJSUFs2fPxqpVqzB16lR88MEHSE9Px6BBdNWdXpEkCVqtBVotmb/rN8qCJ74fjsR0LfZ/DOh0VowaHlPxxh8AwzAoSqOJOtRaI3JHng9OayByc9fdbSVCTJkDzLjsKaW8IKvikDy5GIbcRGiTyTya7doZkD4KQ5OXCYbjYJlxGoQJLhhGK8/GqbTIHnY2wgF3dOJMLLBg0l1DYs4UAcsymPAnBZy0abmci0q5rC9blgSNIQF5Yy8Gp9JEn4VlOBQnTSZacjojCq/8CxVuHZBzDiQovLhSOIz0R+8CE827sTCOHw1Vagp0AxXDoNKwOOdPqTjnT33QteYsJKcMiuZMzaNPgXk0WX3JaE7HyAl3wWwlc6VSJAJGq0Ootg6qRNmQRBqbwWo1CDc0QdevACqLHraxhdDnJ4PVkJ+DlSVJIYL1dWA1Woh99sDmGodBxSh5RYOJw4V3ZiIrJgQMyE6OUZMYfVdp/Ux4YOlkmJPJEqS3P5aGpHTlXkynjYd5KllyEABMhlQMLrqY4OoeO1GLsRO1xHs5//okaPXJSh5Sq4ZxWAFUNhPUicq4kyQRg4ZeRWETEq1FCEf86F3K6BNSYUjKQkK2MhazLxiGxNG5sA4l8+8WYyb0WjK0PmxGFkacT7JlMQyDKy5SHCt1khmmIbkwDsoGw/Zh7ss8g3g+VqNByp03EPvj1ToTiiZfg5CPdAxysydHi1cwDIuEC6dBcHlhmjQy2ibsjSAh1wJTuuI8qK02pF9Bh6xHTrFg5BQLodOkpsM6eQrUtiSwGvndcqwahbbxRDtOxeDyu8nxznAcss64HI6jO6A228Aawsh4kq4CBwAmVpnDGIZBQuFQMJwK5hwSD2A56zREGlugG1Ao95sEGCeMRri2HoZThp8QDuJ/8v9e/uON8+233w6v14vLLrsMPp8PY8aMwdtvvw2WZZGSkoJ33nkHzz77LB555BEMHDgQb7755k+SfzAMg7yC0+P+v8T049fp/DlJKhhNXZfjfp6EJGlCERLH07SHKqsFKfdfK+dLJUA/fMBxn0ujt8TV/1pJKhhJ6fqCTzQWOpcJyPzTxO9EK9XGMHII9MOP70ARbY0pyC+ky2jGCsMwlGEGAG1+PrKffpzoN/OUSTCdRhq6zCvH9z00rpiGDoNxyFBAIEOJfekpAeCU6XT/6DVWxJprhmEIw9wrKZkkgOinJk+GYcAwMdSoLD1GdAb6+ITTR1AkGLE1t2PFmpBP/NYYbSiefisBMtMkGqFJjA/8i0XqH+8e40nGDafHrX6gUdFpKy7BDC6BBoppjeR7YBkOrFo5Xj+ELmGqNWsw/n66/OYvkaTp51Jgsr50mUYLh3Fn0iA/Q1ou9KnZJwzEjJ4vvQCGtHxKz3Ackm6+krgfhmFgu6pvbfs/QE7y1e9vkZOKvvOckr9SOkcMS2RvV/ylaH30d+/E/vxbNEBl3J/IfJ0QEcCpOTjCyscf8YWhNmrg+CttPDS1cXI+8RjIjHRh+/nraTDK6G8fIJ5FCoVgGUDS/EmShIlZCgmDt80XXSHUe2X0tBDmIQkiVHoNPGHaeOift1K68a/R+bQvNtOrvfunrQAgh7FVGnli6OJpKsvdZ9C0im/vXUzpAOA7zzAIvAiGZaITf5pazj3HvsPZ5Wci3OYA7wnAUCyjbrVfW8GHfAi6u2CwZYJVqWE7QpdXdJVYIIkiwgE3tEb5+bsv9kHw+MHqtWBU8sRXeAddH3jBwWWULnKcMpETt9wpv7tgGKxe7vviv9JgRD5NvgdRFKJc35V3yLFswemBJElQ2SxIXx3f4EqSBG9XPfQJaVBp9Lj6HwoJiihKYFkGS+6knaKaC7XydyJJxMQumuWQLW93grNZwLAsBj1K1/h+dxddlGXWiw9Tujvu+p64FwB4fe6FiLi6obLYou/0xZs/po59+vEbAAB+ZxtUWgM0eguG3CeHtwPdAegTle/pHNth6vi/fSuXDIx026FOlEFWOatpFj5deSulK3smA5G2TqjTlajL4+OXUs+y2dk/Ol/0ygc5JD4CAE47rHDVhzrc0KbKjnj7EXnFLXg84MyyU3Lr2Wsh8GKUBwEAPv1iGnzV5TAWD4r2WcHn9HtZXktTrf4eMuo2GoPyS2Tf+/+j7zypJCzE4b8N82j9cjuxylrwUhM6m0nj5ijdhZCDNqqH55di73sHCd2xRUew+18kctvuqCKoBwUxAqFPLgoA7KFGuCMKbaIoiXFpBtvaBXh9pF4MBtE19wu4VipMQ2JEQMcXG4AYNqJIIIKFF36HmtV1xPEVb2xE5Tubo78lSYK3qg3uQwowx+1uQjjspUBTPnsIbWVOQhfp7IJz2SoEa+TrtFV7MfuSXRSVJh8ScGwb2beOcCsFRioviyDcp8ZzzR4HXpqxFUGv0pebv+3EvH8pjogYDKP+hUVo/ZTk2BYiIZSteBOOmPykIEbg9iuAJUmSULf3O1Rs/JB45q75q9H25rdEMRNABuv0FX8gDk1kHCrLSFs3PFvJkp/H86G3HXwDbi/pEDi+Wo72Z96Lhnm9XfXwO1qJczAMg6qNn6D5EIkabq3yYsGjZdG2ghCBy1VPXd/xw48Ui5zg9aPj1Y/hWUEambBII6Jb+pSClCQJrpojCHSSYMknz92NpoqeSkwCj4Yv3oV9G82R7u7m4ewiv6PGfUtxbOv8KDiqckkVvr9mKfgQee26Mj9Cfd4N7/Wg5cP34dysPIskiehoJ405L5K0oeHGNrQ+9ib8e0kQHAB891oDDm9SwuybHtuEhk00Oj/eu7ZvLMfhuz9DxKmE7sMtLWh58y34yysAAG2VHnx+7z6ixrRj12Y0fzUHwT4ES83eUrhDfzwg7H85518vJ6VxdvqbsLnmg2gB+YjDh7KHF4CPIZPnIyLScrVY+RlZX1aXmo2qL2ajY89aiD0fwbFVdWjc0gydVRut6du+sxENK6tg7Z8EPiBP1P5AF8qrvif2RPt4J450r0WAJ1Hhft4NHaesKIO8G1vqP4bdX0e0c7tFuF0xBtduR+fH8xBpa4cYDEESJfBOL+ofn4eI3QMmhtjEXulA3pQc5J+uAKFaVpTCV2+HqTAZYkRAqMONgzd9iOrnlsJQqOTHqqt/xKFDc+FwyJSJkiRh41ul+PiKdTAl66I63/5D6PpkPlwr1iDSJLNtpeQbUDI5CVW7lImqtdSJd2etg9THWAng4eJJbmeHQ8TuneRKxpKixcApydCZlBDv8ClWIqzG6jTIvvd8RDrdxDvVGG3QWVJgy1P2xnOsGtWt61HfIW9PYxgGGQOnQq01wd0uczNLER5cggl8lwsdH/xAhIlr/QfhF8gV+KHDEbS1k4Zh5aoQKipJQx4sr4N30wFC54s4sKP1S3jCCtJYECMwGVJhNip7qoOVdQgfa0DC+aeD1ckrb50lFdVb5uLwDy8iElTGmc6SgvSBU6K/+bCINR/UIXugCZGQ/Cwcp0aXvQI7d70WBUb2OrCtr72JSJd8P2I4Avv7C6CyJYDRaaMgowbfYdhD5Eqtu1vED0uCUS70YHcbqha+go49a6BLJvcRZ/YzIqu/HNnhfR6YiofAfWQv3GVK/1QfDuDJG+tgtpJhZEkSkTvqgmgOPe/0PGScko76DWRhm91rXDiwSUH5i+EQ2ufPgzo5GWwPsxzPB3H4wFyKkz8ihrC769voXAIApimnwLFwOXi7M6rrbAyiszGI1Fz52+CDPMxZZhxdcBQtu1qIc366gJwLwl0eNH2xDWkzRkDs4VsP1tSgY/4XUCUmRsGcKg2LhDQddn+j9Lf1lElIGDkentIDxDmN6kT44+wy+N3lf2jtXy3/8TnnP0JSzcVI0GdAxfaEAYMRSLwA63gF5a1SszjjylSIorw3uFf0yZkw5w8Cp9GB6ckpF0zLRdFZ+UojAUgamo7TP7iIuK4ghJGSROZaLZoUDE+iGa+yDQOJnJNelYCJuTcQVKIA0L+YDFuqk5KQduet0d8M64IY4iEGwrBMIEvM6RK0mPbMqdG9nACQPKEAmeco96hJ0sEyPBfpF54ClUnJrQ4adAW0WgtRwrJkeiYyh9pgStFFdcaRw2AcOQxiMAgxGAKwHZyKxYWPFMPbrUxotmwjhs7MRtFkEiCTrKHTARMm0qF2a7oOp99SQOgsSWpceDcJUNIXpCH3oYsgeINQmfXR+8wdexEB5gNk1qlYlLrOlISSabch2FO0nlGrkHyVXP1K4gUC9VpspHOW48fS933euXS+OtzYgUi7HXyXC6pkOSdp0iRiTNqlZClQScLgoouJccLqtMh49n4iv6jS6NF/yk3oPLYTKq3i8GUPOzsaopf7Abj2xcEUtqEg/wxotRYCCW8YOgS+PfsguFxQJycDvICUe6+LAf7JkqkfQJUvTUxk8efbY0p5JiRDpTchbezZVJ71ysf7Re9HbbEhbfosYPosRDyKMc0q1OCWxzKijGPRaw+ZDmOi8v61Zg2m/us0uBtJpyl/oB5mm/LuJV5Axk23kqxarApGUzqSU0gmM73KjFFJ50fnEk1OOhKvvQASz0NwKkY2IUWN219VgFoqnQqn3COPkb7c2jde3QdDwgDD3rmBcKy1ubnIfuhBollyvhEXPjGE2JbHqtRIn3E5fDUVRFurNh2ihq6C9T/5z5GT0jgDgFalTDS6DCsGvfanuICreOCVnLOuBqvWgGHknHOscesVlYHO9ZlNmTCbfpphqFf6TlIMw4Bjft3r0qRZUTj7ZipcZs2nwSiaBDK/zXAsCu49m0LMxmOrSiuxIq3EGvceWJ2OYisyJSoRBJ1Fjal3D+x72AmL1qiKy6JmSaLfQ2++OVYSMmgWBpspl9IxDAt9As0yxai4eNilXyVJV5+FxCunR3m5e6WvY8ZxGvQt1KjJzUA80VlSkD1iBjHGLekkGIpTxw+ksSyH7CwSNKfNy0XmXx8C11MPmjXQTgaAqNH6KWE5FfJn3kw5RwBgTYsP0lSblfGnN3IYdAoNRrOkFVE6ALDkkMZvzHQr8ZuLw5PAsioUFdMUtkD8Z2RUKqiSFTCaRkeX1Iy2/RmAnCaJBrr9FAubRk9fy1hIM7r1dZr+CGFOHkjT7y4nFSCs+DkZ9CBGIlGvOHMzne9V+RSdKAlgGQ7af8n5R94fRsQbgj7VjFyjgzoWAHZ+KKOdJUmCEA5CpdWDEUhwEgAIevqjvPsuutbqt+eMoXTnL99H6a6yVFO6y664I/rvXla0qpvkD1vw+IgiE3mLGOoeXbd5wHsDEFz+KMUoy4rgPQGEO93QZSWC1aohrkiWS2d6nNBYZGDZqTfSIDG2J5HEB3lwGg4My6D0nsFUu0AaPdmbK+L39/yVn1K6sx/7PwiRIDi1cp4NT9M1ohd4aAP89A6acSwx2QMhEEa41QF1qgUqkx7n5pRR7XbfTiPdh7ytVA7q7d/vtoyl2gEAG1HaAT2o2tLealdCNEQ79W66hvUP308A73WD1erA9mx0znthL9UOQ2gegOQ35bx1yBWESq8Gp+GgZelvo/XmLEoHAG0TbXI1JEmENkFekWndklzhShKj72HeC7OpY//RdAGlc4d7UiOiFDVeOXG+t2o3vfr7oPgLSncgFN8pjki0gXrnkcvAR4JQxYwdQUM7Lt0lLHiPGyqzYuxvuExmiIsFZq0/ha4LUPPkKPAuJ8KdndCmZ4AzmaDtlp8z7LRDZTSDVWuQ80kFdSwAVN2ag3B7KzizGZokuQ/Sd8rvSxDC0dTZ82++Rx177z/vlq/jc0LTEznZ88kDVLvfQ065+bcBzfbM+WPu679BTsqcs2fvLvBuGpHrcTXD55GNsCgKOFr+NVrblMlNEiUceHIFDj1DUjQGnEE07aKRm/bSbahb/ZnC6iTw6CrbTrXjg36460qj7ToaAmgs91Lt+krQx2PPso64AJJIhNTxfBC79r+NQFBG/oZqG9H+zDsINytkLJIooOrQNwj6FXSwGOZR99RCNL5JljoU3AFU3jsH9tUyCE7kI6hf/ika135J3UtHqR3uZvJ5Vj++E6uf2EnoJEmSAXM9LFrhgAuREA06kyQJtV3biVKekQhZT1kIB1D+w5vwddKAm3ji9/Bwdylh9mBFLSJtZIk+wRtExX1z0L1KAf61lTnRXU+/K6engSAHAQB3qw/tpaSBkQQBobp6RDpjWKtEEc5VJFBLkiR0lpKUn921bjgalGsLwQAa57yB7i3rcCIS4QMIhl2Ebs/L27DpoVVR7AQAiIIIR40jirEQJRFOPwlCYxgGDeu/QP06hYoz6OnCwaXPwdlaTrRtbxPQ1Ej2TdfhNvBx6mc3LqXR1J4WL7qrlX701nTCU31i4KaOJnr3gqOdxC94nU04sO5VhGPy86IowNNZS6QuAo11aPjoNYQ6SaYzSZLwzpXbULevm9LHSrijHa0fvQd/NUnFad+1Hsc+fjEaupckiQbVMUDTJ+/CuX0zofZ72nFgy1sIh8gxGQqRRX1C3m4cWfQsHHUkiPX3lv8Bwn69nJTGmXe7YV+pGBuBD6O2YjkO7foAXW3yZMCyHFKTB8PrVYwuwzIoum4MFYZSaTisf2Ibgk7lw/e116N9/1roElIgBGWEJatSo+3AGrgae7h7IyE0rl6Ask+eAos7/twAAO7oSURBVKfWRVeslbtd+PyJY9i3Spmww0IQO1sXwhFUwCMtlT5smNeENXMaiUpQ9m4B2/sAptzeJphNmdD1lLUUvX5wNgu63pwbpfaLRAIIhzwo378g6qSwGhUybpqOcJuTyI1pMmxQ2YywTR0cfbbEgeMQdtvhb1cAN0JExPqnd0Hog8zWWbUYODNfeSd8CFV1K1BW/T28PvnaXU0HsHvZP1G1ZwExUXZ4KuEN2cHHsLQdq+Gxe68yuYf9buht6ajb/CUiARJgs20XOdFt/qoNr910BHqLEipUpyWj4/kP0frYGwj3lLXUpFig75cB8yhlX/qhxfWYf/Nm7J5/LGq8AKDLUYFOB7nqOfp9LdoOK4Ai16q1aPzr43CtWR8lSZEEAZ1ffolwaysRwXA3lcNRRyK4jSl6fP3nDeiu63k+UYR56Gi49m5HxEECl+xCK4H29wW6sKfiU6g5Mo0hhAQMun54tCLawU8OYsFZC9B5pDOavvGH7ChrXYlmx0Fiwk8oGAZzlhIq15qSkFY8Cc5mMsIQCEjYtaNvGUkOyy7+Aofe3hkF1nmOdaH2C8U5FgURh+YdxbLbVsGSrYR6DbmJKP3XMpQ9vxyhbvlbkyQJXy3wY9kScmfGuq/s+PKVligYjWEYbFlix0t/royWT9ToEmBJKkDrMaUmNsty8DmbsXfJP9FeLTMWisEANClpaP16LoSQMqYczQHoEzTIHEimfjpEEhiny8sHq9PDOEiJHInhEDzVR5A8fjpUJnlFzkth1Pr3IyIq8wun00OfXwTjABLD0li9Htbk4mhaTJIkrFvmw12Xk+PJUbMfCdmDYI6Tzvld5X+AsF8tJ2XOWYyE4SsvQ7izA0AiOJUGBQPORX7/s2X2oB67lpI8CAY9WXTCNiQDeZcOJ3SclgOn4dBxpAu5k+WwH6fRYdDV/1DYlnowGtqEFHRX7IIlqz9YtRYqowVpp0yHMUuZ8Cdfko7Jl5D7fDWcDqNSZ0EdA1AqHJmAB78chb6SlMjhtMlkuE6ntWJg8UXRj1Y/dAD0QwdADIUh9nAKa7QmDBl7EwAQnMTGkmzkPXQReIcX6p78F8MyyLxxGlQmZXK3FAyGKbsfAp3KqspZ5wbDssRKDAAGnJuHjBFK36pUWvQvOBf9C86FJEkIAkjKGgZLSj+YrL2hVHm1lGIqQpqFzKGV9ClNqLemoXDqnyDyEfBBchUxcSwZMs8dZMIF9+ZBHRO65KxmJN99NRxfLOshUpFXeinnnwJdnhJKnXrvYJz1V3I8AADHasDzZNERR4MnCiIEAE1uDrQFeUi+7poogCvc1oZAWTms088gzuesPYiIz0notCY10kpscDZ4kJhvBmcwInnaubBNnIpwVwfUNqXiVBJH5qJZlkN64hCqmlrxJQORNkoJAWeNy4LGqEH/C5RJ3KRLwYSim6hnthYMk0PbPcIwDLKGTIervZpIl+QXqJCbR45PW0kKBl4/EhqrTgY+CUDbhipIMQ4PwzLQGNUYcGE/qHQxxCsqDvnXT0DnxkporIbotS+/ykBtuTvr6mTUHPUTWJIZN6UjMU0DnVG+J43OjP6nXAmvs4W477R+kxD0dMFglfvHWDwQxuKBEPxeCD4vOG0vEBK47q3RVO43lSXBjaxGi8Szz4myiAFA2NmF/KvvgcaqvDs1q8UA0wSqv83DRkJfoKQoRJFHbv/p0BuV74phGEybYcSUc8g8uiE5B2lDp/0kYdP/5N8rJ6Vxtp02DbZTp0JlSQDKlfAaw7ByDeSwojPGqRyVNolk9GI5Fld+ewFRf1lni1+aruCM62Wkd+8HP+7sE2bpUXPxQTcnIn2djF5htRqwKXROrC+Fo3EwnZu1nT6E0rFqLYyZSv8kFVtx+ednU4jUzJHHR4r29o3WYIPWQDNtHa+EXjxhVWpoTPQ5YiVvCE2CAgDafnlIfeQWsFoNAHl1ajt9CDGhaQzx76Ugewrxm2EYnPccOcHqS/pDV1RAIJy1WVnIefwxiH1KqOZOvhwiH6YwARe8MpGK5HA6PfTZecd52p5ra20oyKCpaDPGkrSayYOSkTwo/tjpKxqzDWqTldInpNE57nhAy+IrhhKMYMU3T0DhNQrqnWEYlFzcn3L0ACB16gAkT+5H9YVGQ/5OTNcgMZ10SFiOwaQL6PKpJiuZp2YYBnkjL6DAmpzBBM6gjCFbVvzCO/EMoWUcSdSjS42f048nlpFjiLmDZVWEYSbusQ9boSXzD14x98jJHpr+LXJSAcIONNDbch6vnwVALkIh8iJUOjWStHJoTAgLYNUsGIZB6Ru0IWofp/w70t4BVWIiGLUK+mwP1Va3qidEFfBCpZc/5Avu3AiABP8kq+ljOyI0PWetX5lMeifszYdoRGbW6t7wlghRFMBxajz4HM0uBgDPVJwnP7c/BFanAcMyCK+lP/Z7/0yD1hadNpTSXbiJJmL4tpUGTDX/mBd9Dt7rgtpsRegUcrUriSKKjoMtCSfSTguvpx2eAX8/2nMuCWDk/t68YjiEQACcXokAqD00eG/5vS9S5/tnq7wFThTEqGNW7ab76/wMOm96ly0+0Of8y2+ldC2T6ck+ZJMg+P1gOBZsz4ote7Sc8hACYbBaNRiWQb6ZZhdr/Jsceu4FCAKAP00xWJIogmFZmOppsp5IQnz0df15dH8PfI0ux3lrDDFOr3wwhq6l/enhHyndQvegnvtW3s3yCbQT4p1WQumG/OMQpQOAqvvptqp9dDnGYx/TDsajI+h7fH7+5ZSOEQAhFIQQ8ENjlR3hG66mq7xV+3tYv8ICOI3sHL+YGR8/cMoXMlCq910BgMZBG39/Dg3qe/T0JZTu1gGbKd3vIWOv/22AsF2f/Q8QdlJJIA5T055HV2DXw0oeOuwNY/VfVqPjkAI06aVvjAdQan/rPXR+MjfKFOUva4DgUVY/Ih9B/boFaNpMGra2chfev3QD+KASRu5uCcLVQQJXAKBxv526tiiI2PPyDnhi9m5KkoTAoTL4tsuIbkGI4Mj6d9B0lAQZhQIiPn22GT4PSYzR/Ol6tMzdIJ8/Ekb7lh/BB34eoCZJEjw8mesM+gR88lA5WqoUZiPeF4KzlAbQBZprUT3neXjrFMMliSK6PlsO73YF8ezw1KO0bikFuJIkEYJA5jKdHVXoaCDLKpZ+XY6K7+WSoRLPo2Xe+/Ac3k+cp3XlVwi00zWK+0rLrlbsepVEpbuONCPYTgMO5XNLFDNaX+nqrsDBo/Oo5ws7u+E6Ij8L73Kh+fVX4N5Jo7Ybv9yN6jfWEmMl6AzCWaOAqLq7q3HwwKfUsWG/CxWbPgYfksduKOxBdR1tSCRJQnPdVkTCcjsxHIH/4GGqwpEYh9Xu8HYP+Ai9JojHgBdP1n/cgIOrSQBYWAzGBUYKQiR6XkmS0HaAPC4S8aOt48AJXVeSJLjXkmMpcpx36aupRMQpO0ZCMICGuW+ifQVdO76zzodIkPz+tj6/Ezte2U08T7xnC7e3I1ChgO0iHheR+wYA3uFEpIMk8REFCbt/7Dwu69zvKf8DhP16OSmN88E9YaxYQoYNUyfkwVJErnoS8hJQ/rUy+BmWhaPxMA58+xRqtn8ZnYj4LjukSAQJZ50RzR2qbCbU3PM2Oj9fC8ETkKvFZBXD01yFsFdByCYXmsCwTJSRCQB2fd+GV6/ah73LSHayinVtqFirGDVRELHj6c1o3dEMR7U8EUTau9Dx6kfofOtTeLfJEwnHqZGSNwp8mFwJBXwCOprCMJiUYeAtbYRjUw9gLRRByN6Ozl1rUPnxc+g+vCM60X37ch1euvYQgSqXIKIpQIJ/dEYOQZ8AQwzYSmXUovbz3Tj6wqoogAcAnEf3wJhTFA3ticEw2l7+Eu61exA8WhdTy1gAx6qj4e2A3459O97G4b2fQIypl9zRuA+VexfA2VmtlDusd+HI50cR6PJDFETwbhdYnQEdS79GqF1eefJeN9wVB1E3/3XY926KHsvzEma/5IE/pu6wr8OHhi1NBA1jy3f7sOuaD1Hx0gqEnfI4CwcELH+tCo+NW4fafYqRDARElFeRDoVKpYdaY4w+nxD0o3XlNzj23jNoX7tYXvGq1TCUDIRryyZIvGLEQ50etC47BHWCHmJQPm/T1kb8eMNS6JKU6IDRmIZQyEXUyhb4MCq3fAohEkQ4KDsX4bAHTk897I6qmHYhlB/8Eo01G+By1AIAWI0awWO1aH3xNfiPKDsPnMFm7G9bEi2xKooSNn7vwCdPNxN1uwGgNkiubptbBMz73E8ZqYNrOmBJIfc/t0ZqIPTgAiRJQvW+b7B7xTPoqN8djQ4wDIOj31Ri74eHomkWh6sWtfXrUNe4kbhOB9+IoKiMTUkU0fnBEgSrSIft6FYXnr36KKr2yhEvSeDRuWYpOlZ+D1WCnE7hdHokTTqTQnV31Hjx1V8PQ91nD3RXeTfyT88lIjffLia/XTESQcf8eXKCu0cYhkXD52+j+s1/onuXTDvKWcxwfLUELY+/APdaeSw72kJYNacZ371SHwXG/U/+8+SkzDkXl6jRWE+uSrKmFcN+QAEyaUwaTHhkAtoPtEOIKJ5tWv9JYFUaRPzuaDiJ77Ij7Z47oMlSclSa9ERYp49CoLoFrEEu4Zc44BSYMosQdndBY5KRnCoNh4ueG4VYGrKz78jDOXfmU/fNaVhUbW7HgDNkcI8Q5DH6L+OgTZDDmvWHZJRx6v23QPT5IXr9QE9ENa1wAuxN5OSnUjO449kcYhIQwzyGfHIXOH0P45HNhpLbnwKn0xN56KFTbJh6dQYSM5RJkmU49DeNp0LCM+/JgyWFDIcWXDMGh59eATHSW1RegD4zD9YhY8AwLAR4IYUjSPnzBeAsRrn60mzZKOo0VhRlTY2eS6u1IMFWgPyi6eBU8nUkSYItbQBSskeSz8eLuOSbi6DSys+iTkxC1nV/huD3IdwhT55qsxUl9z0LSRTkerw9DolKxeC2240wxFR5Kp7ZD/3OKyK29mRdegoKb58KbYqCKNboOZz7l2IMOzsNSbkGADISX69nUVLcp1qRPhm5WUqJTk5nQMbZlyLl1HMQ6pAdCM5gQPJFl8B0yhiE21qhzZZTNqFOD0Z/eD00NkNPv0roONiB9LGZ0CUo4X+t1owRI28Gzweh7qnSxIf8GHDazVDrevKnzgDMpkyMHnIrUZOZZVUoGX4llUNNOHs6/PsOgu9SoieJ+hyIkgAVq+05lsHdL+RCkiSqxkuappAYO5kZLK68Qk9cJ+QXcP3sIUjMIlHmuZoSwgibE3ORmDEIiRkkmrlweh5Kv65EyB2GzqpFavJgpCYP7nE6JfQmvVO4bPK6VU3wbDqAlFvJPdkjTrch6BOQmic/X9hhh3P/TiRNIstaWgaNgBgOQQj4wenl/m485EL2UBLRLYQFjPvLaKSPJDErM84hn9ezexfCra1gtcr3pzKZkXvNnWhe9Cl06TJ2gOE4JN9yDTpe+wBcgszol5Slwz8WjZAN8x9tm/9n+3+1nJTGOSmFQ1IK6a2qzVqkTS6g2qaNoIFdKYVjZBL8nt+6kv5xwR5Jl5wq5zZjgGIasw0aMwlQSu1H5pSPh6CcelcJAXhRG+Pn/xiGAWcygjMZo8aZYRgk55CoYlNCHEatEWQf9CJQ+0rxKTRDGIC4LGY5A2nAlXVwBsZ/eDXUJnlyYVgOtqHjiDacJX4JQoOOBLCxnBpFA84jdAzDQK2hj7cVxQeHcQYj9PkkoxTDcuB0ZL7XbKaDTQzLIKm/ck+WgfFZugAga+DPl/dUqw1RgxkrKoMJqvxeII886+lySKCeZVAfEBPLYNSdo8EH6dyjVkveSyyVJ3EOhiH6vC9YsFc4owHpD9wNzmYlxnCyIT/uOftUVISRo7+DPmyg0BlV0MVhgusL0krLj0/ykjspE/mn0TWi4zHyEdcdkIv8dx+kwvYAMH6mEnHTJqeh8O6/E7sdesU6YhyxOh99YRZGXkC+L07DIWssPX50uj6ArnHjocvLA2chv0NOp0f2FbeCjWEQY3U6pN5zC1gjOaZOtHTnb5F/V2j6008/xZw5c+Dz+TBt2jQ89dRTMMRhfjt8+DAuv/xy6GLYC2+77TbcfvvtkCQJr7zyCr7++msIgoBZs2bhb3/7G7i+A/cPkpMKEHb1Dhpsk6GjSwtuaKFrvM4ZMpfS/XXkuXGvU/EEDcxi6LkRWRvoD/3MZzdR9xOPxWjuDhnlKbi9YHRasBo1ODNN4lDwDn1dz9/j54+tj9FUiQ3n0EY47weaqSlio8tanv3WRkonSrRxM3F01aIP3j+fvsHT4zOEvTlsAaW7+SuZGS0WMFO0iH5u1ktfu+x+K6VL2q0iAFQA8PjDn1Ht3rj1Skrn7Ef3q62cBlsBQPW1tMNVPI8uV8iG6AHFddPPx6fSzoCqg86HD1lUR+m+3iw7S4LHC9agB8Nx+PL8t+Le96ddMvI7dtxuWkRv82N4UP144w0rqHbvrDyL0v146cuUbqWXrgt+laWUbuendxsAwPwZp1G68vvoHRr9P6X71hQH8Ob9C+3MBzJpJ1Hf4qN0HWPod+Uc3JMvjxnHAGBsoOeEnPePULpPjy6ndDcdu5TS/XjaG5Tu95Dx19Dv7JfIjvn/94uPWb9+PR5//HHMnTsXycnJeOCBB5CVlYUnn3ySavvVV19h7dq1eP/996n/9/nnn2PhwoWYM2cOGIbBbbfdhnPPPRe33krbkT9CTsqcsyRJOPzRXnhb5DyREBGx6p97EPLSxi3U6oBrdzVxbLzzxZNgbR3B/BRub6dKC8YTe4MP3z92kDpve6WLauvfcwjNDz+DUI1M/BFuaIPgpj98QK5iFA7Lk0yk2wvPkca49+7xtxPMUYGmOkTcTqJNIOSE20+CulyuBgQCpAHtC3YBAHdHEI5mP6U/sKoDa+eQjF6e2lLiHoMNnQi10gjkeCIGg/AdohmQBCFMlO0MRjxRVrJeCTc0Q3CSRqz94Hp0V9O0qc4uetwAMqtULEBNkiS4myuJ39U1K8DzioMg8fxxx5PDVYdAUOlfh6cedhdN2RpPmtv3wO4k24aFAAIRcky1Hummy4DuO4imx55GuJFkBeP75IxFXsTav2+B394H29DaCCEgj8mw047mZfMhhGmnqK8E6+qJfDog56z7st/9EuluoxnCOrxVVFlSSZLg23OA0sWG939K5LA9eU6XvSZu20jMfvhgdxuEEO24ebfTVLgAIPI8xJg+ig+Ki99fkiRBiOPk/Z7y7wCELV68GJdeeikKCgpgNptx3333YfHixRDizL2lpaUoKaER+73nuf7665GamoqUlBTcdttt+O67737dTf0KOSmN85GP9qHiyyPo2C8bF0+7H446D/bOUyZO3hNA4werUXr7+2idr2wzcHSLeP05JwIxoCAH34b64BGyrmtzCzo+/AScVVl5SqEQGp9+Bp0LZAYoAPC6mnFo23s4tPVdhALOaNvGgw7Y60kje3hpE45tIb11vtsJbWEuNPlyztG9cgcabn8erf+ag1CtnJ8UJQGNzduwdeeL6OiSvWtPaRPKH5qP0vs+g/ugwujlC9px6NjX6HAoQDiVyYKGT15HsE0Bw3R5jqG06UfwMUauuXk79u17Hy6XwoS0+q1qvDxzCw780BLtn11fN+L1C7dg+wISkNLVEIBKSw5JX3MNmld9CZGXjZx7exmqbn8bNf+Yi0C14hyUHwziyTtb0XBMuZ+IvQvODeuI99LtrsXB6q+IvdKNjn3Y3/gNQhFldcQl2dD2zJtwr9kCSRAg8hH4WmvRsHEhPM0KOAoAfvi0C/a2GHaysA/l5d9hy5an4fPJ70sUeDRu/greFsVARiI+eP3taG5TJl4pEkHX+/PQ8o/n0fXB51Hj5HI34kjFQnTa5VWhJEnw+FrR2EFO2kHeg0Mdy9HkJrdvtXQeQN8EYFX3FrT7jhG6vZ9XEZSgABCqqYO2IB/q9LTotdcu8+Geq8mxWPlDDezVzihVqxDwoXXFN+jY8AM4vbx69DfVwFN1GA1ffxBFFvNhEV/+/Qg+vfcAnK0xjkokjMZnn4Nz3XoIAdlglZfyeOFfbgSDyrPYmwP46K6D+Pa5ymgtY0mS8MlnPvgD5DOvnd+BpqpYx1BCm7cCnpCCaJYEAfb5XyNUTzqKDk892h0K4JEPRnDkne1YdcUX2PmovBNClETUtW3F4ZpFxLECH0LNkSXEWPT427C7/FOUNyhbsjidEZVfv4LOgxujYx4APBu3INzU3NMvPFpWLET1h8+hbc0iIkTfLbQSQDYA+OrrABoaFCPcvqUGO+5dhD0PL4EY/mON8x8lPM/D7XZTf16vFzU1NejXT9n6VlBQAL/fj/Z2OtJRVlaGffv2Ydq0aZg6dSpeeOEFhMPyHBLvPLW1tf9PUO7ASZhzjvjCyDotD4NvGtmzN9UFa7YJV3xyOhp3dURpMFVmPTKvm4LUWWMgeIKQpJUyqCuJwykTdNDFFK1IVGcgUa3kicRwGF0LvwFrNBBl57S5ubCddy4cy35E4iwZWGJKyMKAkVeioXIN1D3l/JJyjbjl80lwNJGrS7WOw+4FtSicqITdWL0Wybde3RPyEmAYNxj6Ef2hH9oPrE4OkbIMh5ysiUhLGQZR5BEBYChMQ8nsa6HPSyZKQao4LSYOuZMIO6qtiWB1erQvX4Sca+VwcU7yaGQmDgMvhKDqYZkaNOgKiKJAIIBHXZCJidfkwpohh70lCZh2ez9Mu10e9LGpvYIRCcgfQYb2LIVDUPPVGzDmFsN2ZhFMI4tgGJgDfXFWFLQGACXDdbj+vkRk5ir9HbHbEW5tQaCiHIaSgZAkCV5/O1Ks/YnnK06dAkmSIEFxuDijAYaxw+H+YS0MwweCVaWh6NxbwAd98Hc1Edt+wkEJHc1hJKXL19ZojBgwYBbS0obDYEiGF4C7oQz2il0YcOFfosdpNCYMH3wdXG7FOWL1eiT/+Vo4v/0Roj/QU30oDI3GhEljHoxWEmIYBrnp42Gz5EMU+aizoVOZMSh5GlFfWBQF9M87GwlmZZ+/KInon3gqQWzDhwU07+9C8347EvMUMJsqORHW886K7kRgGAZnzDBiytkGIoxtSNbjsgUzFJrPplo4D2xH7hW3Rc9lHTIGCYNGIWRvR8TdDS4lEyoNi8RsPcZdmoWEVOV+9MXF0BcXw7tnLyyTZYDcoCFqDBpCplqSsvS48K/9cXBVR7TYBMMwuOoKA5Wr1ehZlO90I7u4l0mMxdC08xDkFYfEt3s/fDt2I+W2G4ljXb5GIsKi0qkx+I7xSBySjrBbXpGzDAtB5FGUORVsTG7e7+lAwNsJr7MRZpscYjcb0jG6/58QiijcBmqDGbaSMbAf3Q5b/9EADJBEEZGOLrjWbETKDVeDUasgiSLM/QYjder5RH7cxFrB9KmPdtWVBsIJ1lj14DQqjPznuVAZfr5q2G+SP8iO7dq1CzfeeCOlz8rKAsdxRA5Z38NhEAjQEQmbzYZx48bhiiuugN1ux3333Yc33ngDDz74IAKBAHUeURQRDoeh1dKpqt9bTjrjrDZqkDiAJopgGAa548h8EafTgNNpgDQSIDJp6k8zdbEaDVKuvwaCw0n9P/OYMdD369dTlk6e4LV6K4qHk3kgQ4IGhj6ED5NuLQanYglP2XL2FKJ8nGEYnS/vld56vBF4ocu0QZdJg6O06vhsWRkXXA2VxdpT7Uj2zDlWDY4lETssy0GrVSb29P50uTuWiw9EKTrFSun0GbkovPI+6NNyAThh6H98BqWCAeQHo8nIQPqNt0CXlw9AMWjx9tMyDAOmTwFG85mnwXzmaVBZLUCdrFPpjLBkk5iCmx6lKx4xDAubTWFKsxYMRcmlD0FnTevTjoE1IZ/UsSxsl87sqX8ti14XH8hmNqRTOhWrjaKjAfmdxBpmQDYibB/GOU7N4uYl5xClIyVJgnVGfBY7VZ/6yb3UtdF7Kx6Cgpv+D9oUEuDEsBx0KWSfnXVn/PKOiRecD0gSVT6zryTn6HHGzSQhSV/DDACz7qTHD8Ow0KsVp9A4dhQ4WwK0uSRbWjxGNYZhkHkaCaIsypxCtTOY0zDmzH/IDIQxwrIc9D18972SMnwKkodMgkpnBCBCivBIuekaqNOUsZN+xkVxwZpaNj47WSz4yzYkA6OfmwlW/f+gZOSJbV3/xTJx4kRUVByHyOf88xEKKd9Or1E2Gunc/3vvKVW7DAYDbrvtNrzyyit48MEHodPpqPOoVKr/J4YZOMmM89ZDMtJVDEfAsAwYlQrXTdhKtUv+Kz0RXfnkLZSOndO771Zh+AKAgjfCAMzy3xF5BfPPjz+ijl8whebL3XwLXR5yyke7AADymJDzJqyhZ08nzwOsDBbp/zidk9Z9TANZfiiimY0AYNozVxAl+gAg+1+9k2IvWtcPpqGNOlaMUzt3yWPTKZ2plmZAm/UFDRzLXtoS80sNoBXhWfHz9U//6QZKl5YuAkiW/44AgAj7EzSxi2q+zLQWC1K6Ziw9Jubz9LuqCNGoWk8u/eGm7OrNU2oBOAEAAz6Jnyvubinsowkg+cVOqt1dGWsp3cOP3EHpFrxMA3KmLqZBNvULM+VxLIlRNPbaO2hWtHPmPRT3vg2ttCH8532fU7rXa8+gdHVBmjozY0vvt9W7lUrCfZ/dTB/7GG20XwtNo3RnD6DLewLK9xE77vOeSwZQBBwDeh3oG76gv5l0Ff29bfyYzl9elEDjFD6KA6A7Q0djKQbpmikdADzUcRP6fg2us+l66NddHIdBLS+OAadxcb+P/BvgxkVFRaipUfL7tbW1sFgsSE0lgX4ulwvvvfce7rrrLphM8qIkFApFjW9RURFqa2sxfPjw6HkKC/t+n3+cnJQ553BtA1r+8QKClUq+LeCiEbHHk0BlE8SQ0t698TCqbn4FvkMk4CMQsPc99BdLr+EP++MDhdpfnoeWR9+GGI4PSuqVso92Ydv9SymO61gRwzyOzf4RwVYn9f+8vnZ4fXTOhjqHyCMUpNHAQW8XwXjl9rfC4a2nnsnv5okQHC/SBhUAAi3OaJlASZIQjtAguIC3Sy5k0kfc+8j31FG1DaWr4qOQf4sEHEpOXJIkIj8PACFPGNvePIjGnaSz46toofrFXeeMyykd6VPYoa16G8IBuv+PBwriux0KYcjBHejasjpuu1gRg0GEu0iHIdjdDn8Hzah2PDa0iDuAiDOWQS9+u6byNehuIVHIYZ5M90S6XAi3k4Yt0ukgGPp6pauCBrwFOrzY9fflFDiqq+0I+Jjx43XG/wa7O8njSle1YP3bZJlMUZTg89LPuP+zMtRsaIqet7POh+0Lfr7MqRDwI9jeQuj8rjb4nKROkkR0u2vjnqO1eitCvhMDuP1a+XcAwi644AIsXLgQVVVV8Hq9eOONNzBz5kywfaI/ZrMZq1evxltvvYVIJIL6+nq89957uPjii6PnmTNnDtra2tDV1YX3338fs2bN+q1dcsJyUhrn0LF6MFoNVClKePvwD43Y8FYZgS7udFejonU1/CHlw/cdqkH7R8t6iiHIoi1IgxQMQz+ADB1WVCwmQqgBv4gPZ3fj4C4l97Hun9ux5M61KP22Kmo4QxEvyuuWYfvBtyD05A73fdeIN2ZtxLZ5tRAiyjlVKTboinOjYT9REnCo7Qc0uw4TE4k+1QROr6b2d5ZWKAYj1O6C+3Ajql9cFi3bB8jlHA+Xf4nmNpJSsDlUAUFSJiZBCOPI/rnEM3udzSjf8Rn2r34JQa+CXO90VaLTpQCrQn4By96uw5Nn74SjNdTzLDy2N81HRwxoSRRE1H+5Bztvnof6BTIDWoT3Y/ve11BevQShcEwNXiGCyh3ziT2nkW4vmj4iV50GWxaCbpLWcflT+/HV3dtQuV6Z7Px7D6Ht+TfR9sKb8O+TAVd7Fzdj3n37sesbZYIV+Qjqt38DZ5OyWguEndha/i6a7Pui/aPSceg+5kJ7KWlYAsfaUD97cZThCwCCjgC2P7YOQlh5loBfxOfvOqO/+XAAzaVrUL7pI/Bh0jC9/aYPLS3ysWIgAM/mbWid/Sb8+w+BYRgZ8FZTga5ta+BvIifzjRtC2LheMVKsToeuH75H57LFEHoKdHQf3Ybqr15F88ZF4IP+nvsR8eD5Zfj2nVaEexjwJEFE65J9KH10EVRmJSxbtbIePz6wCRU/KoAbQYig9dgW+D0dxJiqaiVBfiqrCc3/modApQJE5CxGtD31AdxrdhJ7k8u/r0ZXBdnf9T+Uwdfihq9JWQm3NuxE2b7P0dWqEPc0VPix6VuyxndHSwQPXtuE9mblXan1HFqOOIl2WzcE8eEbpNMkSRIOf10Ff1cgunruqPFh48e1hIMaCor4+NlWbFnmij43pzegfelCuA4pdKIt5etxZO2b6KhVQIJefzsOVS1El5MEMXbW70PdgSWwN/2x9Zz/HTJt2jTceuutuO222zB16lSYzWY8/PDDAICWlhaMHDkSLS0tYFkW7733HsrLyzF+/HhcffXVOOecc3D99dcDAK6++mpMmzYNl156KWbMmIFRo0bFzXP/UXJShbV7RQqFkPbg7eAsSj50+KxcfHDpevQ7VcnrJJuL4PI3RcE2kS4XWl9bBNMYMueozUmF9cxRYLVKiE2SRDidtXA4jiExUc4D6w0spp5nRMCnfHhJRVYUTstB3uQspRqT2oR+2Weg21IDjpWdgMLxycgeZkPGQEsU9AIA2vxMaPspezhZhkOWZQgS9XlEnjzj1Py4fZGdqQwBfU4SRn76Zzj31sJX3Q7TADlsGwq7MHLI9dFa0L1i5KyQYuJWbU17EPB1QadX2hkTMpA/7AKk5Y+DKoYUxGbKhc2UH1OBisOZN+Vg9LmpUapPllFhcs6NxOpZDEaQNC4fiWPyoo4Gx6oxYvD1MOiToFYpOT2dMQnOtjJ01O9BWoG8Z7dpzlrwLnKVbUrOQ3oJmSdM6WfB4Bk5yB2tOHCG0cPAJVrRPe9rcElWAB2wpOowaFoqRl2QGX2Wzqod6KzagWGXPhY9VqMyYnz/m6DmDNHwOafmcM4Lk1C5oj720kgY3x9N766ANt2GjD/J95U0KAWbtjWg+rtSDLhCLjJyrDwMS4IyFlQaPUbNfBR+dxsCni6Yk5RxcfOtBhiNPWApjQaeLTugsllhnibHM1mVGtkX34CQvQP++mros5Rw6MRJGtTVkkFU2+nT0fzBW1CZzXKVt5IxSOg3UsYk9DhDDMvgoXeKkJajgaqnHKe/vgu1729Av7+cRZDzDJhRgPaj3fB1KobK72pByYQbYUnKj7aTJBEufwv84W4YtXI4nFFx0OamofWVr5H7wp8BnRWsVgPTaaPQ/elSaAuygIGyMWzY2gx9kg4pJT3pDFGC2qzFlA8vBaftoUsVwjCYUjHhzCehUisOBMMAu1Y6MHlWMriefDvLMfhwWV70NwD0m5wKv4OMkpw6TY/BwzREGNvd7MPp/xiL3IlKemTwtFQkpGrhagvClimPZa2OxfTLbCjb6ye+aWPxILQtXgBtchp0mTnIHzkL2YPPBB8OQODD4FQamI0ZOG3kg/D426LXFoUIOJUGYy54AipN/Bz17yb/JhqN6667Dtdddx2lz8zMxP79+6O/+/Xrh08//TTuOTiOw/3334/777//j7rNn5ST0jgnzDwTjJp8dK1Jjdu+nQaNQYXetRLDMOiXPjXaRp2cgJwnrqNCyAzLIPmKqegrkyb9DSoVCQApHkTmJIdfS+eJAECl0iE1USFYSC2igVUAYBg3FJyRvEZSHEYmrc2AnLPpMnGWPoxXDMfCNpbMHxsNNCkDAFhVJLgpM3cCUtLJ6lQMw0JnsEEXLf0or2wTzTQbm0bPIb2QnCwYhiEQxSqjFqYCsg85ToMEMwneAQBOpcHQaffC2FP6T5IkZN14OnzldD9kDCbzlKdcHR+gpC3IRdpf7wWj4gBUongCnS9NLZkEU2oBNAYFVaziNFFUe6yotBwGXkD2hTrRhKKnroJxiBKJ4bQqnPnJRbDkWaO6IaN0GDKKBAUxLBt93ljpNcyATOmYevtNYNRqiglLm5QKbRL5vtVqBsX9ye9Fn1eAzBv/DH1hj+OZEq//GWQVkfdnLEzFiHevhz6LBrhNfmAksSI2J9L5UoDBxAF/prS2WZPAWQxQJZgQ7vHlzGeMhbYkH9qibABlkEQJM96ZDp1FeQ8My6DosmHkfXMaJCTS47NkjBkDx5K7CZLT4rGVMRh2Pt0fickkACsh24SEbBqAmd0HjQ4AucU65BaTfWkZMgrGwv7QZcrjRKUxxDW2LKtCgkm5H5ZTIzGLrrL3R8jJXrzit8hJxRA2/J5XKV3yIRpe78+gQT2jH95L6Srujm9YB75NMxQd7KZRoil6GqxVuZBmF5t8HX3tZfuGUbrKme9RuvNn0t4jU3aM0gGAa9YIACRIpYPGp+GaM+nycrun0ga8+hEaHFO0wEnpJA09wQk6Wlf9p/i+pLpb1seyKJnq6HbOgfRQL76fJne4row+uJOnnaP3jiro3d5rFz1C53ubXqUnTEGMn1HiNtIT87W30lWhGoN0De4BBhqod6qhitI9dCVt3C75hC7l+P5rdH4tbI6PtF9/30uUbvzmuyhmqwGPdFHtwNN7bcVU2nhPm7+L0s37WC7bGXsdz8CIHMpmmOg4HvhifPzHjMX0+68L0rs5vtk/GlKEB1Rc9Jzpa+nxmLiOzu96xtFORuPZiIbbe+975BD62K6XaScBALROGmPCPk4DB+cUf0np2gXaSRyTV0/pfg+ZfPHs33T8lm8f/J3u5L9PTsqcMyCTQoTdcu5JkqTjs3x56Y/68FdVcNaTJRqPJ7FFMwA5jNa9KyavdhyGHjESQqCrhdLXbmyigEHBqlqEm+mJmTifeOJkA9XbPoernZ7Uf634qyqJvJ8kSehwVcLfh22pzX4ELi8JKoplT/o56V65HN4j8ev2xkqgtPxn28STeO85UFaPhkfeh283ec4A70ZYoAFJkihBDCkTa6ipC7yTdtIkSYqOz17xOcLwu5RjA474ZRJ9cSbu48mJlmmMe6wgQIwcH0gZ6XSg8+1vqEjTL1kPdLmPEXuLnS0BNB5yUu1qF7yOtg2LlXOLElr//iLscxf1qWolUoAynyN+f4V9ip7vdqH9xQ8QaaC/ST7kJwhDTkQkSYJz0Q/w7SSR3FIc0N8vle59jRD5n2ci/J/8Z8tJZ5zDHgfadvyI8s/+hc59ciFzhmHQ0LQZ9Y2bEAopoBBPVz0aDi0jjg84Qtj2xgG07FO8VLe3GZV1yxGMObbtiB0r/roNjjoFoBR2+HDkb4tw5B/fItQh6zfdsxRbHliG2iVlxAfVsvE78D5y29HB+WVY8X8b0bpfvrYkinAtW4uO2e/Ds1pZzdbUR3DgMIlS7vbUosV+gOqPNoH0mPmQH47mI5AE2ZiHGhvR9uGHaPtoDtxbtkASRUiShFUvHMYPTx5AzQ4SSNUcqkB3hJzAXFs3I9ymOA8Mw6Cl+wCCEXKV2e2uhS9Arqza2vah0x7DymR3wP7ZN+h49SN0fbggOvEGGxvg3Lgenj27IfE8/J1NaNr8LWp/nANPk8L8JvoDcCz+AX2lXWokfttbQ/hqdgOWz1EQ1yGfgK+fKEPldgXxq8lNBd/lAlRkyLLVW45Ov7ISCtS0ou2TNWh4/isgBpQXqGqGc7UyQfN+Dzp3rUH13BfQ+OM8pW+a/Hj32p3Y8KGCNPfbg1j7xA7wIXIiXvwSGRkJBER88bEH2zYq7FuhsAdVdSvh8ijP3V7rxw9v1uHwetkhlSQJ7fvXoW7N52javAh8D61ksL0Zbeu+Q9PSuVFiEgCwd4uoq1OcwGB5HXw7j8C5aB1xP2HRjxYf6cyEBD8afEcQ6YPOr2heCU+gPXo/W+bVY/HTZVSpw4jXDW1iWnRVy6g4gGWhyckkQvct7qMo6yRrXe9Z1o7mipjSp5KEo0vqsOtj5R6FbicEuxP+3STzmrOlAse2fQGGU1bRghRBa4B0bjsa9qJq31dor9sFSRQgOJwIVhyD64fV8oq8R7qPtmPn31egYUUFIj7Z8fG521Cxez6aqzchHJTnBLe7EdXHVqKlVYmqSYKIY59ux76Hv0XrauXely4JoKaGpPhcv8KPTatp5/H3lv/Vc/71ctIZZ5XeBEvBEKSNPQemHCX3mJU5Dh2dhxEIOgEA4aAHlVs/gyGBzN+1H7Xj4g/PwKCLlJxkgjkbET6Azm75gxAiIna+cximND2Si63RdoEmB7IuGY3hr14JTi+Dx7JOL0T++QORPa0QbM8E7yjfC0fpLnAaJbwedIZgTDXg+hUXI+sUOdfLt3dClZqMlLtvgGnK+Gjb7AwViovI/Z9WUy6qW9YhGCYNfjJLhtsD7nYUTbga1kw5ZM9oNIh0dMA4bBjMkyaBYVkwDAONSYWSMzJQMC4leqwkSUhVFyBRrfQZ73bBX16GYAPpBOQknwKLniTQyEoZSeTGAMBiyUVZxSKEQrIhVyXZYJ11Vg8gSzb0kijCX16GzNvuRPr1N4FRqcCwHFy1h5E0aALM2cp79h86jEhrG3gnuUc1EWT+PClDi/Ezk6HWKhO7zqRCyalJ2PRZPYQefmfOqEfStWdG2diix+tykWFSwvruHRVwrNmPjJvOAhuDdwjVtsGxcm90xcTpTbD0G4qk0VORUDw82s7TFcafXh+JM+9R6AQTixLQeqAT+z4l0yj7V3Sg4Yji+Oj1LM6ZZUBhsXLdTkcFAmEnrBYl5OrqDKOzMYghUxOjfRv2OCDxEWSMPQ8qrV6uB3x4B5xH9yDt9FlEhapQUEKMnYH51JHIeeNBMGo1Ip1KlETDGtAZqCP4rLWcASpGQ7BbCf8fe98dJkdxtP/OzOZ8eznpknLOEgogBEIIBCKIjIk2GQMOgMEBE2zAxuRggchZIJAA5ZzzSTrppMs57d7e5jzh98fc7Wxfr0AmfJ+/n6jn4UFb1zPTM9PTVV319ltiHEPy58JmLEj0Z/4DQ3H+A0PhaiINi6loMGyjyEpU2kHFME6bQOiMmnSMzplPGGxnUwjbP1b2EzuOebD2sX0YPl95NtqBRcj5y90QfAHFIfQ5UbP5TdjyhxHn4xg1QryXuL/MwvFQqfXwuRrAsBxU9jTk/OHXsM6bjXCF8v7SR+cifVQOqt7cm2BaM1pykFkwDp31OxIAtWjMj1DYidyccYljw50+WIZkY8K/FsI+TvmOxo5To6REeU8Mw8DlFDBp+reTKf0oIkk/7L9TWE45QBirUsOQPQCG7F4ka2/OWcVpMX7Mr8BxGoQAaHRmDD/zVqAfFV7xDBpsAwBDSy4Ax8kGkVOzmPfP6VQb66j+IJEABl81hm5XNhLiGZdAZVTAJzqbFgPnkLkrdW421Ll0FRyNhoFGQ/ZbxWkxfcSvwbEqAMpqV9WvxKMxfQDMSROuJjsbeffd18topsisO+l8O8MwUDOkkZJicdjPOReazExCbzeVUGAki5HOy5vNeZg68T5okpDenM2C9OsWJvaaMywL+5y5xHH69FwMvvQ+qI0kgEeVlQnruXMgRckVWv9+A8CAoQYMGEre96izszB0RnoCfQwAljPGQAyShRysOtLxyLridFimDoUmh8ylGseUQjsgE2I4Cs4kE25o7dnQ2sn3WjTWRvWPYRjMf2EWLPkKqEiSJPx57VSY0kjnzJ5OruwLsiciN4PELQyebEPZeCuJ8p88D5xWqanMMAxyzrwIthETobGSee+8PJpxSmW3IG0hCbZjGAZjMs6l2uYZSKAex6qRYaGBeSUT6Hx09hkXUmUfbRfNJbY8AoBNT3+/599TCpVauefs4Wm4+evzYM4m3z1nNcN+3cWAKAIcB50lE8POuRM6c2b/U6LMPJH4zTAMikfOhxBXxgnDcTDNIMtIAkDZlWOQP3tgAj0OAPbc4TCnF4PtnWMyM4bDnjaIuGdDvg2GfBvVl8JCeppf+IvUANMfW0711e8PkVPKOHsn0YQUkVnJuVgWAI/ix+UPyIJez7LDi5qb6Emi6Y/JuSwOTO9I5K4uptrqe2g2oYA9BX3mZAmABvqi6TI5kUdC7R00ujh9NP3q3jq9kNJV30B/hGPHpf4wpXto9i5LgshK+VvVabRDUPsqjU4tzOhdjZzbZ8jbcPulNPAoLtH3sui6iwDIb0TF6IC4AHNV/7KU8kSVtZ+ucDTz+V2Ubm3HUGCIEZjXt9pwwP0Luu5vdYQ+38fLFQqlPsDcv656i2r326cuo3QXDOgl0SgB+hjCKm7tQ8v2AgB7cUmcgwyvA4D7Bpp28Ni9IxL/7ksYmF7sHd9GwNebCl4n0iUVo/a+iIwWfaP/y0toZ/IXn9HlBo8Fk1nRlJz4IjddHlLw0Q6PZKbBcdd8QbOdvT+GpqENCTRQ84U7aRDkwQhdHvLLgXMoHQB89KfzKN3z/3wR6PdpHvig7/76jKEELhKGGZm9n4bs5F+9eR/6y+K7le9SDS0QFjFrPE096bhU+S5ZaBAF0Hm37PDIgDfl76On0xWuDtQPoAB4M5vupXR9ux+TgZ9NP9X23Z+N8/eWUy6sDQDR+hYSoBTnTwjEEFIAqXyhDsrbDeyqhH/nUeWckoS48N1l8ZLb90nY04m2g3SNWwDgBcXBEGJheJuOpmx3omuI4Uji3/VLj+D4YhoB2798YirpPtyJ5jUkBWVg11HwLtIJ8VV1onUpTV/YP2cIAEEf/az7P2c+6Idj55qUoKLOznKiRCMAhNykQxbrCUAIKTpJElOXARUlxEJkf4JVx9C66EVEmhvJawRo8E2sjUTOSpJ0QhasVNK/hCEAVK1rQ9iTmjEtWbxtQXjaUpcNTZxfiKe871TXpY9N/cxCntTgsHiXE9E6Mq3R/zr+njiO7/WBj3/3M+qo9MDXefJAwcQ1ReGEADhJEiHwJwa3iaJAgSolSYLP3wavn2ZG6/t78vl/iPj37YVrxVffCqaLNXfA+eKHxNwW73Ci++UPqNKbkiTB/f4yxBpT9/1n+d+XU9I4R47UIrQ7CdXLsuh8+Qv0fLGVIKiI82G0dJOesCgK2F//EcIxJYcmBCNwvrUSPUs2QegNbza79+G4g14ROKPkJCVJEto8h3Hcoawova3H0FGxDtEAidZ1uquw68iriPfW/23b/TUa1r9D1Aju6Yhg6T/qsfWTDsR62c4knkdgz344Xv534iNlGAbRnhBcFSTKW5IkNHRuI3TBiAsNHVsTjoEkiKhffhxHFimMYUIgDOdrX6L9sbcT6GNJktC1thJ1i7Yi2kMaizUf9cDXo0wY3R0x/Oa8Y+huJyfIls7dcHkUgJOnch+c21eh5wC5nSsa9aGq6gv4/QoYLR7mseXf1UQ7iRdR8/Q3CTY2IRbB0S+eQtPOz+BtPZaYRBmWwcrHDxGMcSqrDZHWZgIE1VQVwe8vrUc4SBob15LNCB9XaBgZhsH2l4+gYZvi2EmSCJe3DodqPiEoFnkxjj2dnxGVpaL+OL750z407JBTEqLIw9VTjbrGtUSNZ1GQ8PWf9mH1Y+WQRHkXQmdtAGtfrUPzYcVxkiQJVQc/QjRCOlOt7oOEEQp54tjyXjOWPn4c/m7FMdjx1B40bW5JPMf2Si9eXrgV9btJQF+kqg5dT74E95KvErq4EEGbm2SmCvoEvPXHBoLMQ5IkdAs0Onrdc5VY/8KxxHM8sD2Ej//dQ7B0NVd4semtJhzZoDhJDMOg5vBnCHiV/LLAx9BZtxMH1/wT7g4l9/vSkx7UHleefyjowJ5dz8LRdVgZIwyDdscBdDnJHQI+VxxLX2hNpExFIY79O19EY+1aRHrLwvIRHi1bm7H3uT1o36PcY0wIoT1UhbhIOvaBwwcRPHoE8V7a1Kp39uPQs9tQ++lhCFGZVjR8sArhA8cQOa6MpcjRaoTLKxHaTzrxkUPHEdi4C6H9R77V4P9Q+RkQ9v3llDTOQjAE95LViS0eDMci/bJZcC3ZDOdbKxODtcm5G5EYOXmF4x6MLV4Ig1bJt/m3HEL65bNQ+OQt4IxyKHxA2kTkWoYTq2dBisMbJ9HNghiDUZuOXIsSfswZeSYGnnkTfO1K6KvPMI4ovTgRisqbPB8lc25EyNkMPioDZFQaFpGggOEz0qDRcb392w7X+x/BOHE8OLOSnxx09ThYSsm8YTjmQWv3PoIH2qhLRzDSnagdzHAsJj18BgZeNhLuY/JkwRq0yH/8FtgWzERgR4UcSmMYDLzzTAz/43no3kaushkW+ORFhas7I1eDxz8ZjM4mcmWYaR+KiupPEYrIjkr6xFkovfY+xH1uxLyK8+L3t2Ps2F/CZlPy8g17XTi6up3gE1enGeHeWYvWD7b39oOFwZ4HQ3oBDPZ8IocX8sSw7hmF11mbkwvbtNOJKmBFQ3R4+LUBaG8knQp1dhra//4Boo2K8zNkbiG++PU2dFUqxlSrMSMzbQh0GiU3HhH8GJt5PlSsEhZuLe/GpS9Mw/Dz5BApw3Boat0KoyGTqFjVcaQHE64sw8IXpyUY1PZ83oZgTwwDRit7qDmVBmqNCUf2vAkh6V07A7XoCSmhdYNNjUFT7YhHxUSeneVYDJpfirW/34SOA/I7NGdqccljYxAJ8IiFZUdF8AUQbWiG7fILYLt4HqTeYveRuA8t7gMQk1aT2UVanPfLXCLfzTAMLKydMB7u1iBGnpuPix4fl2hrz+IwZLQOaUkkH476INqP+zHs9PSk87Gwppfi0K7XEOvlfxf4KLQGG7KLJ0NrlL8FSZJw+hw9zMnsayodikvOAqfSgueVb3pQybnE85ckCR/+vQnWDLVSCYphkZk9CiZLfqKMJKfhcPC1A2BVDPImJwEopThEiYeaVcBaQiAAVqdD/l33QpMp8wmEugIAAxSeMwicVgWGYWC9cBayfn8DIhUKUtx89nRkP3w7IpXK9yeJIkIHK5H1wC2wXXouhf34UUWUfth/p7CcUjnnPtEU5YHVaiCGwkCa/BFoctOR+7vLoR9cCOa53upS2TMg9gvxGrXpCdrAPrGeO5ka4AzDIMNIEghwjBoDTSSrh4rTwqangVC2guEQBZ5ol5lGEpSotHpYC4fBWqiAsyzpGlz9CJmvM82YBkajhnFKv2sb1BhyI6nTqk2YNvxOqhTk0AHnQcUpOT+GYTD4ilGJUC3DstAUZEJTQIJjGIZB5oxBVNrgzEvSoO4HWsvM1yIzn8wr6rU2TB93D9RqA7y959PnFEKfQ+bX09OHUO8gf6QNl/1rIoS4CJVWnhRZNYfC62cg40zZGeLUOpTOoolaAODs34yAwU72xz77HEhxckzkldC5UP3wYqjSLdAW5wCQV5NZQ9Nw/WdzkV5qgROysTDps2DSkwQuJjVNMFI6M4cyXKOHXwuVirx2/hhybDIMg3n3DExZpjOvZDoKy2aB4zQAZOduXOFCMP189txBJlzxWK/z2BsAyRqZiUs+nA/7QNkwmTN1MGf2K0FpMcF67pnUdY3adEwtuQFskiPEMAxmXkoDqzQMec60AiPSCsgcfPEgLYr7pajHnZeD8RfkEqUSASAzbxxMlnxodLIzpNGZockdhrRc5RtiGAajJ5DPVadPQ46exohwrBoFuVOIY295qgx8XDEsLMuhqKwfKI5lMPtfZ8OQRd6LQWWFQUUS0TAqFbKvuY54/2Pum5Gy5KN+5CBoy8icu7ZsANSFuUruWZJgv/6Sn9Yo98mpbV9/kJxSDGHzimiOVCHbRjdMMWjtz9G5md31xSmvk/slDYS54JENlM7A0jmuL++myyw+8cYiSvfoJBrgEh9OMxE5fkvnve8bSofbAeDR3fMpXSmNeYKoop+P+g90xapgnH4Oll/Tx1bdRm7HYhgGQxa7qXbVD6XmAR7yIM2MNPHrBkr37j667COjpnOB+mM6oi9A6rq0S++gWbEyWfr+rj7/JvoaL6VmrNJwdM53344hVH/GTqVJYprfoEFUGatoNrimmwZSuvhoOketrqCBaJbG1LlTLkZPI9c99hWl+0f5OZSOD9JlH4c9RzOteUbRxvG1J5+jdL8vnkrpouenoLoDMOVxmiFsmJ4OpasZ+r38adcC+tiHaDKgykdk5zv5/SFOjxPWQmM97h63ke40AB1Dt/3HmgsoHRdiqGsPep2+v5V1P4zJ60Qyax5ddvQ/kU0r7/+RevJ/T07JsPbJysmCOAQfPbEF3W1oO04a5HhEwPFNDgR6yNBt/7J6PB+Fq/s4ImHaQJ2sL3UyjGBBL4+upjAEvjcHKorwLt+EWHPHdxz57c9GjH33tXkxRvVRCATQ/dEnEILfTY4QqWoi9s6mEqEfuEiSJPhWbQHvoA1jvJ1MNwRqK9Gzh64zDQBxv+c7+/efSOOyownCiT7hwzRgy/nRR4g20+UEk8lrfO3VCPXQk28qiTq/nVUOAGKeHniP0PSxAOBqOkhEd05WxAh5r5IoItZC9/lE4LRoyEPpTva74FOUEP2hIoYjRAnZ/iLxPHxrtqDn3c9T/l0IKPOHGIrA8ewH8G+iUd8kwCz1/cba6W9X4nl0f/kZeK+SohMl4SfNNf8sP1xOSeMc4r1o8h8kdJ2uCrj9Sn1hUeSx7/jbBFDH3+zBtgfXoPaLSgTaFc8+crwBPR+uhJQ0SQbcLWivJid3TsPi04cOwddFrmbXvdEIIQnJK0kijlUuQSxG0jo21cXw/KMkSCzAu8FLpBcdDvegrX134ne0tRvu9YfQsXgNIk2KEXJ3RvHMjZWJnGy83QHvV5vgXb6JOJ/f34bW1h1oalLuJxb1o75mNWFgRV5A44d74diurNZ8FS1o+2Q3mt/ZimBdL5hJErCn+QNEePL+AvsPILj/ACLVCoiry3ccwSh5z7HmTnT94124Fi9LIFO9MQcqXGQt4vajHhz8UgHgxdu64Pl8NdwfkwxhkijC9cZS5T7iMbj3boVrx7oEUxogT4jOLSsRbiNBfYfKY1S95FVrIxQivcN9BOF+GAb3MQcO/XMLOrcq4yzUGcDB53YQYce4y4Xggf0IHNifuOeoJ4zypzcj0t1bojEaQuP2T9C2j16xVnjWUw6Vc/MKCGH5WDEWh3/7Ybi/2IyeJeshRmKQRAGdX3+EzhVLEHWRzounrRJ1295HT9NBAICvuwHtVZvQXrU5UU86HOCx4/NO7PmqC5EkwJznqy3wrtqZ+F4ix2rR9beX4V2+lviGaro2odlFOwbN5TRq+ck/edDaTDoKfslDtWuuWoNYVBl3Ii+ifmsH9n9Qk2jrao9i6bPNqN7nSziuALB/XQ9qyv3EOeMdTjhf+giMJrkinYTuSBIYUKVCvMNB5H0BuXRn91sfg+9KAq3ptQgdrIIUI8dd+YpONJYrY2fvVw588lgN/D2kU+DfsQvRFjLK5z9UDt+eXQgeU0BhvqgDhxzf/PQG+mcSku8tp6RxFkQeKkZDDMw0SzEO1y2BNygPbEkSkZ8xHpGYN8HvLEmAEOEBhoEqqTCDfuwQ+DfuhePZ9xMgs6ySKbBmk/uTWZbBlMsHIG8YmVNqOeLH5ncUEI5arUdxyVlQqZV9vZIkoatdwMXXmol+qxg12iNKiJMXojh89H2iGlawshltL38N/cBc6IqU/KY9T4vzb81PAH00BTnI+9s9gCQSK0mt1gpR5BGNehSdzoqgvx3HKj6BJIkQBREVf/0GLV8cRNZ0ZU+4eXg+WJ0aXV+VQ+hdMbEMh2FZcyCBXBlFauuQc9cdMI4bqxyvy8H+xg8TgDghGIZ/4z6kXT4H9mvnJVIQZnUGcgxkWDd3uBWr/laB4+vaE/eX+/h9YM1GhI8qz8y/fjeiNc0Jo8eqNSi4/GZYR01CoL5Kef7rvkD3jrUwFJYS13E6ROzaTk6SUydp4PORk4teY8WB+o+IrWqd2xpw2jPzUXiuHLoOOQLYcPsyGLLJakWRulqkzZsH+4KLwLAsYr4INv1qKYSoAEOOvP9VpTVg2AX3QZeWC38nGc4uMAwnwG58wIdATSUiHfK4YzVqeJZtQWBnBcxnTgCr04BhOeQvvAlZZ18I954tCUdF4GPwtB3H0LNvQ3qJzMAVC3nRWbcLJnshNHoF3LZ7eRcyCvXQGZX8qOWsyej5cDW6nv8YkiCA1etgPncWJFFC+JCCwi5IGwcVp0WUT9pBEfGjp/kQwh5yhXjmuXoUDCAhNFKKhKcECcf2vQexd8vd0a+b8c1DezDwTIXmU5Ik8DERnIpBMq/JoPFmvPrbOrTXyc51tK4FHX99FercTMKR6om2whcnUy1pV14Ild2W+C34/Oh8+mXEW9qgKVXSUQzDQDe4CObZConJ7s/bseLZWhSNUeaNzCI9CoaY0F4dJJ0FpxPedUrETpIkhI4dRe7Nt8I6dZpyHTAYbJ/5k+edf0Zrf385JQFhZk06zBoSOKNVm3HayDugUcl5TY7TIC9zLNHGUmTDGc8lkRZ45P+xGjVsC86EujALbK8HzTAMSsbSOakzb6HJTObeUYL0ApJgIy9/CrHSYRgGk2f2J+EAdJwJA/QK0lvFaTF86GVQqRQgTdpZY6HJtcM0qpg41mBWYfolJBhJlZmGzLuvgRhWwn8ajQkDBpyO/lIyaC7UGhMYhgXLsSi7cRpCrR6wSVWmGI5F7oLxyDhjKDiTArJJMxSQYTqeR8bVV4LTk/do0NgwbeCvEmA0zqhH+vV0bpxlWGTqyftTaThc9q9JKByvvGt1dgbSb1xI8BmzBh30Y4fKzE+9ZA0Mp0L22QvAB+VVFsMwsI6cBEkUoTKSJC5nz6VpEG022u+1GgowsexaAmw3+PqJ4DSK4TJkmTDm7tOI0pAAoB80GKo0Jeeqsegw/g+zoLWRz0utM6Fw0oWQxH71lzW5xO+4zwPL8LFEu6zbL4E62w7WoNwPp9Mjbbw8qfeNR5ZTo3jyJeT584YjLW84OJWCM9CbVLjnrdEUKEtlt8B+zbnQDSwEw3HQlg6AtpQmDjFq7TBqSXCcEI8gf+QcyuxOnUG/AwtD56gzckchI3cUmN4a7SMuKEL+2HRY85T8eka+Dpc/UEyfz67GE8tHQm+Sj9WU5MM8ewr0Y0gnPF1XCLuWJOVhtRrYr7808ZuzmGE990xIcZ4ykPYbLiB2BExakIuyiTYC1FcyxoKSMST7HQCo7HYwKhXEeBysWg0IArIuvxqshsR/9Gew+8nkFDewP0ROSeN8IukzzN9HLOfPoD4ytZau1aox0I98wEj6I5O3XNBozJMRs4mciBmOpQxzn6jUqYMnrJ5GIPcXk5mkQjSVZsBUSpfbAwC1jX62BPpYpQKnSj0ck1Hi/6mUzaDZzAAQ9bxN08fBNH1cynYqo/IO9bmF0OXQTGgnKwzDQKsmx0SyYe6TwtmllC7ZMPdJ5nga5Z+4FvvtY0efNwD6BdcSOm1JamraxDkZFoCYcrWVbJSTpb9h7hPrXBq0dTKiM2eiYNTc7254Aulfp5nlGNiLT57Kss8wA/IOhbTL56YMDad6RuocEo1unDIh5bGafNJh5tQsMotpcF4qybhiIdkPlQo/7dr4Z/mp5JQyzqd9I+d84hEBnvYwMktN+GDpbEiiiHBzAwzF8qo2WiKHrfwbdoOzmmGYMBxlDyihp0jUA63Ggt+/viahc7VFYM/TgmEY3Di7kbr2uTfdLp874gXHaaBS66HfWU2105TIOcC4EAHHasAybIKO0N8TA8syMNrUuG5HOQAgHBDAcoBWz+G1JtrI/61UZhqTJAl8XIJaw+KBN2T0sCTw4ENBqM1yuGzY+3RN15YraAT4G3c9nzhn3yRkZGhg0MK3fwsAEHkevoN7YR0/BcE5LOIhP1wV25A9eS4YhkXOTgGiwINNquzjHW5L/FvgY+BUGqSvSu1I/HPrp5TuuiM3kOhYAOb0YKLfYjgGzqDFH4evAACE/AIMZtmgPdR1NXU+bWlSidDe/9992W0AgEjUC5VKBxWnBRujQUzaF2kAWtdLdAQFAMy/bED33mZAFJE1Q24zfzaNKK46nXZYnC/Iodp4pxN8txv6kYNh7BwAQYj1bpeSRTetG5IoJfZBA0Dx3TSq/7TlMm4h2BOFsXdL2cZ7ZZpPn68FZnNB4vmyMQGiJIABkwifd8dloyfwIrjeIg5Sg5pYFQLA4M8D4IUo4nwYOo0FDMOiazq9nWzKr8oT/+475x+bLgIfikFlUO4vcFkRRIFHxO+EwSY7qlf/dQV1PgBY/Nx5FCf30asaE//uG0P1q4oACQQNppTHA6JIkNIIeWREDlCQ58njMeMNGrjF9cZxhbiAkCMEc74Zq66Tn3csHpTHV++KnzdrEYm4wbJqaDSywzcwQgMp6y6TnWJJECAEg1BZLJjz9SGq3U8lzCmeN/4h8l+Xc3788cfx1FNPEbodO3Zg/vz5GDt2LK6++mo0NCjgmcrKSixcuBBjx47FggULcPDgwe+8RnN5Dxb/Yjv8TnlC6tm2AW3v/RuhesVYxtq64PlsLcIV5JYVSRJx4NAb6OgqJ/T/uOIAaveSYJ+WVtpgNddtQMW+NwkgVXe8FbGkUnlxPoztx15BvF/d2U3vteHzJ8lc4tKX2rDsVeVD79nbgNYle+HcUoVIl9KfN//WiQ1LPcSxMXc33PtJpq3OUC28MWVblCSKCHe1wnVgC1q/eR9C7wTQ0y3gL/eQbFAAUFlBo1bd29bD8dUSBKtkQIqn+gAce9ci4lLQwp01W1G94z1E+rGihf1OdNYojGV+RwM6Kzejp/EQon7F6Ll7BLz6PMkN7ly2Fz2bjhJ7rMU4j/YXlhM1lQHgbzdU48hOZRINHDgA79YtCB49At7jhiRJiDY54N14EF2LVyJco7BM1bauR2M7yaoWirpR1bomkV+WRAk9FR048vxWtK6pSjxbv6sJ7cc2Ih6VHQeGY9H4yX50blLAQ2F3FHUbW1GzthmeZvIeoyJJYymJInreXorul98H75bff1XFEjTXbSDSJOH6LrS/vRG8nzzeF3Wi3qNQuh7+pg2Lr9uBSEB5XsGgA+X7XkMgQBoYv78dHm8joYv449jzieL0BQ4dRNvLLyJwsDxBSgLIxmdXxStJ+A4Jrqo9cB3fjWBXU6JesiRKqFxag2/uWIe+Oux7frccx1/fmaiNLkkSand9gJpdH1Bo8rbjAXz+txrEe8tsinwcLVs+Q8RD5oj9dd2oWrQjaeww6FrzBYKNynzAMAw8y1YgdLCCJErxN8EToDnSO7wkS1fH7jbUr6xF1Es6RgcXlWPNHSsRCyjfUk3betS1kwDTjo79qKh4n5hLguFuOHqOEe0ijY1o+9dz8G7cJN+zIOHIegfq97kRcJ8YZf6jiPgD/zuF5b/GOLvdbjz44IN47733CH13dzfuuusu/OY3v8GePXswbdo03HXXXfJkGY3itttuwyWXXIK9e/fiF7/4BW6//XYEg9/OK9xZ7cM1L09OkCYYSgYi/Yxz4Nm3C1GnbJg0+dnIvv8m8N3kdh23px6F+dORm62EQSNBHqddmoNBk23fet1IWJ7kh4/7RcIDBgANqyOqIqlVegzKPQuCSH44BqsKF95HhuWGTjJj8rlKyDNY70T7lwfAe8PQpCmhsMtuz0S/BQKi3V1wl++EGFMcA6PKhmDcnbSNRYIQCiDc0YxAY3ViQrVncDhtFp0DX7k8jJoqZSKPdTsQbm5A3tU3wzhELtaQOfYM5Eybj2CbYoDUOjPUOjNczeXgY73Rg2gQVVvfBJdEtBH1OdF1dBP4iB9qgxIpsFhZjBlP7pdNO3MEWl5ZhbpHPoUYF8D7w2j68weINDmhTiPDy2PPsGLEVHmlxzAMDCNHIlJXB8dbbyHu6gHDMGDUHCKNXfBuPgwhyagZdOkoylXANoIYR0+gEQzDJgxixBWE+1gXgm1exDzyZOxs2Iuj616E1mSHWiu/K4ZlMOK3ZyVKigKyQdrw2B74O0OwFij9jksxeEXSqAS3HwCXbkP2g7dClWaFJIlISx8EUeTR41ScT8PAHETbXDj2q1cRbZMdIkmS4I85kaFXxtjQM7Mx/aYyVKxQtjoZjVkYNeZ6eD3kXnK3t56gspQkCcsfO4KAK4nLPBYDw3GINDUhXKsYOp3GioKsidCojYl3YC0aCdexXaj75t8J5G7rng742wPIGZMFkRchCSLsY/MhRni0rT4OSZDD7sXjL0Z64Wg46pVdC0F3HHX7PeBjIvjefdmcWgtdWjaOf/o0PA1yrea2Ncex7eaPYBuRkyjjyjAMzENGoeXDV+HY+HXCGBunTIDz9XfR/fZHiW/DYsjFkbqlaHWQ26FqOjcQaP3sCbmo/6YGK65fBj4iG9juY92IB2I4/fFZUBuVMaBRGVCaR+I+4vEwRo68OjGX+ALt2HP4NViMSlor2taOwL790BbkQ2WzAZBD+emFBnz0h6PorCF3TPzYwkjSD/rvVJb/mrD21VdfjfHjx2PuXDKftGbNGgwbNgyzZ8sMO7fffjveeecdVFRUwO12g2VZXH21HIZcuHAh3nnnHWzevBnnnUdXm+mTSZcXQ6NXQlH6wmLoC4sTv6OQJ09NcR7SrpxHorptpbCnkSQOnJrFBfeQRhMACgvIx6vVWjB45CVUOwtH52nz7KOprS8zr8gj+g0Ao2ZYCaat7LkjkX/JBIo9yGJX4eyFZN5S4uPQ5xQi6nJAnyszbpk1GTBrlP4wLAdTyVCYSoZCiEbAqhUn4tyL6TzYvQ9awCUBVziTBQXX3Ua1yxo/G1GvsvLNLJ6IzOJ+ZfZYDpklkxOhSQCwFY6EvXgcWBVpiDmOwbSZJChIbTUi/6bZ0A3IAKvmwJnUsJ4+AlKcDj1fdDtJHclqNMi67noEy8uhKy4GEIQmLx3ZN85F5tWz5RVV786tATlTibw4x6pRkJ6cww5An2lC2eVjUXb5WACA82Ugo3g8NAYrbLlDkSzGAWkovkKp8mRI1+GqT+bBlNkP/MVokKUigVSGSaNgmqk8R4ZhkVtIV94CgLwbZqNn0xFoctMARMEwDPLNZBUrjUGFCZfQYC17+mBYbcWEzmoeAKNByZdKEjDh4kJoDElI7dOmwXLaNPQXluVQkn8GoVPpDCibfxuCnY2JcVc4NQ+FU5XcOBvnMPQWmlxGo7egYMQ5xDdkTFPj9GtozED68NMQ9blgypXTCJlTizHk1unImkZ+04biQUibOAPmoWMSY0WTnwfL2WdAN3RQIrzNcRpMGHodtGoyzTR2wELoknSsisXMJ2bD1+zt3f0hIX1oOjKG0c+nLG8W4dADQFnZXCJdYTbmYvzw66HT2hI6bX4etAsvRX/JHWzCPZ9OhiktNVbgR5NT277+IPkfM848zyMUonMiLMvCZDLh7bffRnZ2Nh588EHi7/X19SgrU/JzHMehsLAQ9fX18Hg8xN8AoKSkBPX1dDm1ZOlv4L61bUEfoEgeZf3zUwCg1pxcAOK7QDpEW4YBw5DtU/VboyWvrUkBvOqT/uAc68iJsI6ceILWtHBa0vilBAb1o4nkdCcu6K610vm5ZFGpdcgfRtI/qrT/GWgv41zFSDIMA/u8iSlBOMn1fBPtWRamCRMoPaslHYPvC1hjOTVlmPvEWGAjfvc3zCc8p+7k+6LNtyP3GhqFf7KSbBgAIM3WD2zFMig7LTVAMJWkeo6cWgtL4ZAUrU9OUn2v/YXlVCiYflHit8aiQ+lVdAlMhmGQNediatzbFpxHlmQEoNfSAD6rgQbcaa1aZI5SHJoTbW3qb5gB+vkzDAOrmS4beyL5yQ3zz/KD5H/MOO/Zswc33kgXDc3Pz8eGDRuQnZ0aVRsOh2EykSFIvV6PcDiMUCgEfb+tNzqdDpEU9XgBgE3hxv3lqo8o3WNvXwUARB3U9vuUcJR3SwUMwwbgiw4S4SvyAlgVh+Vn0DV0VcMFCEIcLMslJozS9VHEIzxYlkmgdldWycZMCIYRPlwD49RRePevNC0fe6OD0ll+Q7/Oyk9pRG9/KkpJEMBwHIRMmwyWkvjEdh9BI2+7UVtsifY1MXkbBh9TiiE8+foV9D0zvbnDPRuhTc+GqWw4LM29RRH4GOJRP3TGdHBROrm04e03KN25x8+X+9sP6PW7M+hru36bBiEYBGswJNqeMVmuOtS5rwPpwzOgNqjhEejV/+AnKikdMtOpa3fNzk48uz6Rzu+hDk3/Mz0pdyW9UsHvB2eWQ+qeNcXggwFwBmPiOp3uIsQDXqhNyj5XwzwR8WgAfDwCvanXAPbyOYuxGPgOBzRFBfhy8fPUtSduuZ34LYkiuJfpb+O9ZbJjFKqthhAMwDxmPHa98wzVDgDOfuy3CDqawYd8MBcOBcup0BqlDdQt56+hdGuXzUg4TH33/Kt7l8t7dL08jDZ5LL5afTqird0IHGqAaWwptPnpMHwiPxOBjyIeCUBnSsfVj8h1qKMhAdreVftrVTPlaIckgVEp7yve+3mI0ShYrewc1G1SnIy+9519KE6BFodfUkHdy5rAWASPVMAwdJi8lQnAoL/T4+ngkpGIONsRaKyCZfBoaKzpuPwGZX9yH+Dt6KPytxbt8oL3BGEcIo+l9Ifp9zXrvb0Q4iLiEQE6s3xtR/0E+A/UQQhGYJ4wEJxBi1eWzaOO/c0wSvXjyCkemv4h8j+Wc542bRqqqqqo/zZsoDmnk0Wv11PGNhwOw2AwpPxbJBKBwXDi1ZUoSOhpCaJ6iwPuVmUlH4uIOLjJA2+3ki91bV9LsUEJ4Sg6X14G50cbE8xakiihZtE2CBESZNQVrUcsCbDT1LwZDY3k/e5ffASbHttFreb86/eg+6VPEDkqRwFiIS+cDfsQDSo5cCESR8t72xDtJkFCghhHT1DptyRJ8DmjqN3lQiSggEeEaBiObavQsnRxQtfi3IujTcuU5+LuRtPbz8F9YAfRx40fO/DxPxTQi8jHEXF2wF9XCW/l/kT+jWEYuA/thK/6MGFQuzsqUL75OUTD3t4+imhv2U1U/AGASEREOEwa76Yl5Qi2kliAMO+j6mfHWtoQ2L6L0EmShI2/X4+qzxTQjM8VQ9UuD9WOl8icf4wPYX8biQxv3vwJOnavgBDrN0YbHej6ZBvBeBWPh9DZRSJl4y4XvJtJoE+4vQn+YwcTv0POVlR//iz8LUqVMiEewZENL6OjmgT0SZKEnvc+R9e/FsmFXfrOGZaodqHyKrQ/+gZiTZ0y+9mKcvRsOYZQfRdBwRqqOQ7H8s8Q7VDyzoIgIRAk30uoqwlN6z9APOBOXKN6RT28Lcr4jIV4tB3zoaXCi0ASu5UgxNDVTRu7h8/chbYqJS8a63SjY9EqomYxAHQc3YjKNS8iHpGvte+rTiy++zD5XbEMOv69AkLSHn4AiLS3wr2N5LCOObvgWPkFXBvk3Q5Bfycqdi9CJKSMO0mSUL+uCT21ChNZuLoKjvfegXcr+U4FiUdnjMzRRxxt6NryFRiOdKqrt3Rh6R8OEjrnV/tQ9eAHiHZ6ErpgxAV/iKRgrdnejZcu34GIX5mLfHuq0fHOBsIpiTmd6FmzEt0raDa5H1N+JiH5/vJfAwg7kZSWlhLobEEQ0NzcjIEDB1J/A4CGhgYMHEgT+yeO50XU73ZhxdOVcLfJxlmSJBzY4MHGJU50tyeBo0qGoOmdF+DY8FXCEAfL62CaMgw5t54PhmUgxgUcfXI13AdboDYpIVxJksCLcah6gV6SJMFqGYB4PAR3L5BGkiTkjM6AyqBG1ddKKF6MxRHacwSZv74KuhHynleNwYpY2IuDXz0BV5OMFOd0aqitBpTfsAjdmxRjU+vYQlBeutsjePLszXA1h6Dr3acpRELo3rEO4fYmiPF4gowiP30ssRdXEgQYy4YhUFsJ70HFiZh0rh0MA3gcvROsKKLhg+fRuX4ptFn5xGpSY0tHxtSziPfgdhzHsEnXQ6uXVz4Mw4JhWOze8jRCASUq0NTKo66JdHosAzOx6+YP0L5GuWc1q8Oers/AJ6HeObMJPZ8tQ6ReGSMRdwRZY7Mx/OqRyvnSNfjqhUasf0ehPWQYBp2xBgQEj3IfKgMyDCWICQqiGJKEcE8Hug6sgxANQ5IktL2+BtV3vw7D4LzEhBiJeLDvwGtEKFKSJLg++xxihDQWUiwGx7plEKKRvoawlY1F95HtCHTI44RT6zBk2vUI+7ogCMrzCWzZBTEUQtrlFyTelSRJ2LBZcR4kSUJwZwV8m/ZDCITBu7xgGAbOFeXo+GArQnVdRPGXWLcTOVdcB22uEgFYsz6KSKSfwRcF5E29AFprZuIZppVY8enlX+Hgu0f7bgWLb96H6u3d0FsUoyRBRHXDCsTjisPMMAwmnpeF/CHKeDSNK4O2KBPapC1L0YALAVcTyqZdDVUvt8DwM9JRPMaCqh09xPkgSmh6+B3Ee2QjHm5qQNtbr0KdoYSWo10d6NmxCeGmesR7nIl3YLYVorV+M+KxYOJ81mILlv1yNbY/LW930w8chMwrrkLw8CGCy5pjVIm5oE8sQ8dBm54NlVHJQ3dV+1C12YGC0bYEN7wQisJ/pAWDHr0C2hyb3O+oB/tq34VWQ+a16/f2YOEToxIrZwDgLAbk/OLMBDlQzOmAd8cWBI8dRSzJ4fpJ5Gf6zu8t/zWAsBPJnDlz8M9//hNr1qzBrFmzsGjRIuTk5GD48OGIx+OIxWJ47733cOWVV2LZsmXo7u7GjBkzTng+tZbDxIUDMP7iwl4+axcYhsHU8+yYel7v3soD8v/0BcWwDB8LQ9HAxJ5QbX4GzPeR5dYsg7NgHkQSBzAMg3z9EOJ3evpgpKcPJnTFMwtQPJMEqUjhKHIeuplgagKAvGGzodFbYMsfgT56suzzxyJY1wXz8Hxgudwu1zaSqAVsz9fjvmXTCSIDTmdA9pkpqthwGpTlKnlebUY2cs+nw8YmmwrXPFSU4I9mNVrkzlkIU/EQikErY8pZ0NqTgEKigIGjLyHoSQEgJ38CRJGH3qBMvEMG0nmxtHEFyJ0zFLYRClBMxWowJecyqNgkYJbZDM5iRry9E7pSJVR5+hOzwKpIv/Tyh8tgySCvVaClc53F9skJkBHDMCg66xri7xITRtoZI8DqNTCPU8hEtFor8vMmw56mYCT4nh6IkTDYfnl5SRLAGc2IOjtgKCiBIasQhiw6l2iw5mDYzF9CFGIAJ0/GxinjYT6DBEgxDIPzz9UTv03TRsM0bXRSqyBK7r8QuoJ0Yv8zAKSdPhv6IjKfPO8cGktgyiuDPoMcy5nD0nH232ciZ4xssLVGFe5dNh2WTDK/zIBFUd4MCgR5yf0kIQvDsci7dR4YTnl/nMaAIWfeQnyTBosa5/26DGI/znPjmFKIMR5sLwmNJPBQma3QFyv3p83ORc6CK3r/LjutRksuSofT30v6wDTMfWYW0kp7nUyOg3nCRJjGjoMQIJHQGWoyxcRyKuSedSnR7+zBFlzwp1FEOzESx5CnryWY93QaK4YWnEsRJ51950CK6Mg8rhSGIcp70WRmIXOBDBJL3qnxU0iqam4/y8nJf71xzszMxCuvvIK//e1veOCBBzBs2DC8+OKLYBgGGo0Gr7/+Oh555BH861//QlFREV599dVvDWv3CcsxYLnvBmjlXnB17ypQ9oK1RaQRZtUcBiwc/6MSyHNWmlkM6K2NXEKWvmM4FqX3kgXTLTo6f3+yDEPAfwZwSgaZ2UakBpcZi0jOa4bloGJpgBPDsMgfQCNv6XYMhv32LAo8k2yYAYA1GZH/5wcI0gu9PTWwasCIk2eJ+i6QkWFwPvSDyDwzwzAYUEg6jer0dOTdcw8kntyLaxk+/qSBeiynIvKg/wkgrL/oB6QGb/U3zCcSQ2ZqMFLJLFLf3zADgEqlRVEB7VQbrHQ5SeMIkhhHpTkxWK5/HWvLtGGwnq5ETQylg1B4+32J/HB/YU5ijsibQH9vDMdBZbWmaE2KsfDEUb4+Udvp+YBhGGTb6ERxKgZC47ATg8RYzfcfLz/LTyunVD3nuw7QzE9b3pkEUeAR7moGwMCYVwJ1QHkksaAXaoMF9/1hCXXsv565PPFvSRLBh4NQG8wwXtqJuC8MiFKCtlL7Nxt1/L2LP+o9VgEZPXezDEbj+UiCH/ut916kjr31jGso3ZilDZRu350KaE0Q4uA4NRrnG2TgVyQMTq84MoKeHgo7F9IAoKuu/3XSfct91zbTQCjNYjlEGWjxQG3WQmvTY5yNJmdY0yEjlsVoPIGE1v6LZogKZ6T2JY0dcvlJUeQTz6zsqWOIBWKIeKKwFMiGd2M9Xe/YuMWEmK8HsYAbpjx5VcvOo8lVLi46TOm2jqGNAn+mgvKVJBEMw0LQ0cb8038/l/Je7mq6MOl4+dk2vyb3O+Ruh86SBZZTwVZF7+VvOZt2MKLp9NJlxxX0Oz3n6d9TusyL6Hflf1NZ/UX83dCZZYOevq2NauudRAPhPCUMpHicMAp5WwIQRaF3h4L8rLi/y+9AiPLgtPJ7975SCD4WQiTQA70lC5xKA1MTvQPk0nfkeuVCXATXS0+715fawbg3ex2lu/GR31A6RgRCPe0Q4hGYskrAMAzO++3mBABLa1KBYRi8v1rZDiaEQuAMBgjaXuavYAicUf7eLLVyv+IBL8CyUBvMyDhCA1k/fJf+9gFgxnu/o3SPL/yQAkv+9S16nsg6QBOPbF75QMrr/FCZM/3xH3T82u1//F7Hvf3221i8eDGCwSBmz56NRx99lFq0tbe34/zzzyd0sVgMBQUFWL16NSRJwoQJJMXqhAkT8MYbNFj1p5D/+pzzjy3xMI9AVwiuWg9iwV7WIYFH88p34a7cTbQVBR71699Gx4FVCZ2zNQpnC/kRSZKE9l1fo3njhwAA3h9BxX0fovm97US7cNgNv5/O8az91I21SxSgid/fjm07/k6Bo7Zti1IrdEmSiKo9kigh5I6iu86HaFDJRfJCFDsPPIdASCZZCdfVoO3l5xFtI8vLSaII/87diDQ0EtfYu4/+oL3eZtTWKOUXI3yA6EufNC07gm23foaYX74fIS6ialNnIo/fJ53LDshOTZIIQhw93dUJFqRgTxucdXsRDysgI0kScaTiAzQ2kGC7nc/sw9bHd1L3FyyvRuiwTIAiCQJaN36Ktk2fEe2Cx1rh2VFFPO9III66nSTpBwCIKWpbx2IBVBx6B9Gov/c+YnB310BIUU842A9YJfIiqj44SOoEHsfXvIbWA2SZv0DYgVg8qNxbQzXCbU2I9TghxpV3Fq6uRmD/AeKc5eUx8EklESVRQMTVCW/t4QQjFwBEuwNo+5oEawV72lCx/Gl42pS8vyRJVBlQUeTRVb87kRcPtTai4d3nEHGS30Ek5sWWff9AJEqy7DV8TJaMFPgYjqx7Ht4ukvo2Fg8iGFbejaMxjIfO3E2UfAw5Q+g40AmhH8VqZztPVnYK++Frr0Y00EOE2TsOr0PL3uWE8du/pBFvXUeyw0miiJ5VK9G5+I0EcE2SJHi+Xon+0rlzBeqXvAA+LL9Dn68V4XAPxH6FS/qXJI00NyFUU4W4x524hqc7jmduryPuWRIExFwO+GuOIu5T5hhR5NHRsgdedyPVpx9VpB/43/eQjRs3YvHixXj33XexefNmeL1ePP3001S7vLw8lJeXJ/5bs2YN0tLS8PDDDwMAmppkUO2BAwcSbf6nDDNwChrn41/V470LlqNldyfUvSEgTqND7owLwPYj72/fvxJqgwV6e14it2pOU+GpG47D1aFMss6KrQg5W2HILoYQi4AzaVF040z4j7Yh1KwQbeh0VlTXfo2jlZ8SH19rXRTjZiSBXky5yM2ZgFC4HyezBHR3K5OFIPLY0fYewrwyodVsasdLZ32Dui2dRIirx1OHvOwJMOrl3J8YiUBls8H55ecIVskTbKytHR3PPAf/tu3QFiuhQ4Zh4PeTBsTrbUZL0xa5XGTvvXjCbajq3ohgjFxF++pcGPvQWdCY5VUtp2bRdtiNN67egmCP8hxjrgCaFimo2Z7uauzY+BiiEW9in2fQ1Yzm/cvQfGA5wl5Hb/9YlJadA0EgHYjxt4yGxqSEK2OtTjTf9Sxc76+Gbqh8fwzHoWD2FZBEgUBcGwbnofP9zah94D3EnDKtp86kRvkXLfj43n0J+kcA6EY7UVOb5yOor1sNnS5NzgdDzuWHg93YueYRONsVxHZrm4CvvlauG/NHsf33KxHq9BNGwNdRDXNWMfJGzwHDMJAkEYdqPkFd60aoe/OODMuC1WrR9sW7qH/t7+D9Xgh+PzrfWIyut9+BfgiZQ/d4JahU8jVEnkf1+0+j9pNnwarUCZKX1mWHsPO6t6DPJYFHnZWbkTfqbJiz5WiDJEnY7/gSwbhiAELeThxa/S9EAi5wvTlxIRQAZzSjY/XnCDYpDGFatQl2ayl0WiUUHGx2o+nTcoJ+VaO3wpiWD1uuEtKtb92EfZWLE+xiAJBZpMOYszLg61bGhD5Dj4Z1jfjg7I/hrFSiI7t3RLFupfIOVDoTgt0tOLLkCbTs+iKhTyseA0suGX0pmZKJsulZiXclRqPo/mIpwtXVUFmtkGLy9aMNjQjuO0BQloY6mxBxtiJn2nxwOjkK01C/DpVHP4HHTXI1LP8qgvp6Jf2hycmBd9sWND/1ODybZafUaOYwaJwJ5Zv6dkBIaF2yGPX/fhJRRztUZpv8DvgommrXoattP4J+muP7x5T/DYawZcuWYeHChSgpKYHZbMY999yDZcuWQRCEbz3uL3/5C+bNm4fTT5f3/ldWVmLIkCE/eVnNE8l/fc75x5ahF5Qic5gdOaPI/Jp18HhwSQQXkigid+zZ4HrzWSwrb2PRGTmc96tcmO3yZCNJEjKGn4as0QqZA8MwSJ8xGPbTBiLq9CfpWQwdfBEiUW9v1SlZrv1tNkEmwjAMBg+aj1iMXIXMmEnmhzhWhcm5l0PNKeCcgWfk4eo3z0DBWJLgw2YpQla6sv/aNHI0TCNHE23U2Vlg9XpYzqDrvM4+kwQAWa0DYB1NVjXKMQ9Bjpk0AJIgYsRdM2ApI/sz/eZB0FvVMKRpgN7dIJxBg2BNJ+LeELSww2IrwsChFyC3QMmzpw0YjYzSSUSeFZAdmgFFJKGGOdeE8beOTfxWZdmgLctH2sJZidKeAKAxp6F0we0QIkFwGvk+GY5F7nWz4N1dA3WGEi4+864haDvshlqrvL8shgRBqVQ6DB2msDL1TQl5RaeB47RIyxwMQHZCCvI5XHmFMu4YloEx14zcaWReVWuyY+CsGxJhX4ZhUZQzDUZ9OvGu9HlFKLnpN/Ac3AV1WjokM6DOzIS2oACcicQdnDlLGU+sSoWsiWdBY02HMT+pHvfATGSfOQRp4xWWMFEUUDBuHrRGZR8zwzAYnXEuNJwS6teZMmCyFyBviBLqtQwZDcsQctwBsvMyqOgcQudvcEGXaUKow5cgZWEYBsXjLiK+n/ysCciyD084KX3tLn+4DLEIWXZ16m8nw1pkRfpgJW0y62w9klPLDMMgd/RZ0BisMGUVJ/TWgmHQGG1EHzNKTZh4ufKuWK0WmZeSlaEESIjW1AEsg1h7B7SF8njhdAYMvOq3BIZhyNCLodVaqO/v4ovIFAqr0SLnupvgWvk1zBPk70OtZbHg1hzwcWXPuH3qmTAPGwPbmCmJYzmVFiWDz8X/Zfk2Uqv6+nrMmTMnoSspKUEoFEJXVxfy8lJXXtu5cycOHDiAf/zjHwndsWPHEAgEsGDBAjgcDkyaNAkPP/zwCTk5fmw55YyzWq+iDDPQy51brHjjDMsmDHN/mX2l8nIYhgGjOhGYhIUuhwSFGI1ZMBpJUFl/li/5vCy0WrrKVH9JNsyADIDpb5gBEKuKEwmjUiHrlpvBnAAc832E4VjKMAMyave060kwTMG108FcPzPxW6XSEoYZQIKDOpXo9XSeOn2QYkBYjRrZ916WEuSjMdOEGZYpg2CZWEZMlOkDjEgfcPLguv6SXUAzTyWL2qjB+PtPp0L+ehtdf9d2AjYozmBE+rS+rWsi7BdekFjBfZukDadpPq0j8mAZmkNSm7IcYZj7JNkwAzJYbeDkq0565ZG8agaAnDMGIucMGjBlzigmfms1Zmg1dL5dpWETJDlKn1iMuIIEUllT1N4GgPSBJCiPU2lgyiSdJoZhYB+QGsCZLJZzzoL5zNMJcKLWlkm10+m+G0SWuDbHIf38C2lgZBLbnbGYxln8j8pPBGn6NlIrjuOgS9oB0UdUFQ6HqfZ9smjRItx0000wGpVvW6PRYOzYsbjnnnug1WrxxBNP4O6778ann9JV8H4KOaUAYdMX/pPSnf0XhcShD0Cy4Y80atQ5hvZjSt6oo3QAUPk3edIUozGIoQhUaRb84TS6ZN2Hv1MYr0QhDk6lQdtM+jpfXvkvSrcrTANcnvngEkiShLjbBY1ddkBmL5BzdsklAo//fkTKft++6DNK98Zl51O6az+lWZ42uGnkaNtdxZROespD6bi7aCcoVGKjdGxvLk0UeYLO8JHX6DzQbYvvQNzTA7VNMdiGLknOzzEK4jrtqlbqWNUFdInHcdvpAgF3pO+gdNcev5bS4Vl6EjY0++h2AL5Y8z6lu6ZeYXTqA/wUGGTiCz4iQK2Xn0V3lDYSv8zeQukma2ng0fm/vJPSdY+inbQLrt5G6QBgsL6T0j36zQLE2jsgRiLQD5KN7ENzvyTuAwAm6RupYy/acgeEQAiC2wdNoeyYvDn9barda52zKF3tm0MgSSLiQS80JtmJkE4Aus76gAb6Nd07htLZq+iQqGOiPIaCx49BXzYQrFqNrLFdEEJRCOEYNOmyw3BaVgNEQYIkSgmA2iiDDLZLfg5/+/Qy6hqWCUr4Pe4OQt1bzMa1Q49oawtUNhs02b2MfXmyAxZvd0CdJy8Abp+4iTrn6rvP6GUrVCWuvWH9H6h2P4acM/nRH3T8mj1//o+PueCCC3D77bcn6isEg0GMHz8emzdvRk4O7eR2dHRgzpw52LJlC+x22sHvE7fbjalTp2Lr1q3Iyso6YbsfS065nDMgA19cbSR7EB8T8N6vdsBZlww0kuB1NYCP95JOCDwCNZXgg37qnAHeDUEit8R4v1gDx1OLIMaUfGTtfm//Q+HqPILKfe9AFOKQeB7R1hbEu7shBPzENhufN/WmwXhMTOTEfYf3ofnN5xFzKwYm6Axh9QNbEfGSYKRAoJMoNwcAR3b68fbjNEpXkiTwgnL8sd0+OJrJSf7YkmPoPkYjnd3+RrK/vggcW2spcFsk7kcsqUxmOOhC0N9FgHJ4PoJDexchGqGNm7tbuZeY24XGN55BoIakThT5KLqPKSAxIcbDua0WUdd3V+ep3tCGtsM0Kl3st8r1HGxGoM5B5EoBGbjm7DiEUMCZpJPQ7NoHXvzulW3r+lpUvycT0PBRAase3IGKJbVUO2+9G0cWK+Avj4tHPPbdPng8FkQ8FqTeixAJI9hSj3CHMi6EuIidi6sQdMljIBoW0HyMPFbieThefwu+9ST71ob32vHpk/TOApdTMYC8x4eOh16A96vNVLvuLp4APcV8EcR8EcSDMblSlSSieesS1K99k76XWATdlTsRdimAtFSAPpGPw3t4L4SIstpytR6GwJPvifd40PnWG+hZKQP1og4fym9+A47VCoBOiItY+9g+HF1G3vO+NT1Y8s9m6toxRxf8R0gmOe+eWhz79VtJJT4ldLy7GP4DZK3vaG0z2v/4PIJ7jyR0kiQhEuARDSbNJb4W7Nn9LGIxei77MeV/I+dcVlZG1FdoaGiAxWI5oUHduHEjJk+eTBnmRYsW4ehRpcxnrDf6pNX+z2w/O+WMs6+7AQfXPYtoyEuEg8qXNiOt0AiNUV6FRII9OLztFXQ17UmQZTCcCpLAo+7Zv6Jp8XOJCTUmRtAaqkRUUAxLtK4ZoT2HYTxtLKQkBqjlzzWirVpBNIsCj9a6LUjLGiKDEzkOHW++jpZnnoJn00ZIccWwb1oXwdoVymRRe8CH+6bswtZPOxOETiqLFbqCYnStWJKYmCJeedLa8MhOhD2KQRXFOHbufBqtrYqxKh6uR6wf85M/3Ik9NW+hun19QldzwI+PnmxGa7XCstawtgHbHt2G6i+ribBsc9duBMIK65faooNjSw323f0J/HWKoWrzHIY3rABUfO5GlG97HrUVXyAWlY0nH4/AZMlHffUKYuJ9/6UerFyiTDRiNALTkFFwrF4K3q8YckkU0L5nBeJB2UkSQjFUPrka++78GO0rjyqUrJKEljiJ1m7c6cC6Jw+iYnkToV+zOootm5V33PH1IRy8+wPUPLcWMbf8ruOxIGqPfImGY9/A26NMHO2eCnhCbeCTqEd5XsKBw8r5RF7A8bf24fhb++FvlMuOqrQcBs8tQt2GFqLPjWvqsOMvG9G0tg5Cb/WtLSsDePK3HehqI5nWtu2MIBROzsmyOH7oY2xf+2eEAjKqP9Raj+bPXkfTRy8h0HAcABDxxbD2yYOoXt8GR5X8HN2dMTz3q0p8/Wor4r1c6axWC9u8c8AayTTAiBlpkPqhj3lewotPKY6rymZB2i/mI3q8gWBQqz8exb8e6gKnUr7dYEcAG+/4Cl/OeRuhrgAYhkXG0NMAsPC1KGjyYGcj6le+jtZtnyPYpdDbegQHfIIr8Qzde7ei/oVHEet2JIBagIxDObz2Wfi7GxO6cH0tdMUlSDv7HJl7IdOMATfMRM/2msQYYTkGhROzcHR5I/gkIGHZGBPaa8OJdkIwgK4vPkbza89Bl6+kLOLuIFpeXw/b1EHge3czcEYT9KUDoR+okBpJkgT3xytgPG0sNANkgp5YiMfKZ6rx2PQN6DiufB/RiBdZ2WOgSZEO+FHlf4Eh7MILL8Qnn3yCmpoaBAIBvPDCC5g/fz5YNrW5O3ToEMaOHUvp6+vr8eSTT8LtdsPv9+OJJ57AWWedBetJ7F//MeSUyznrjHZoDVZkl04l9EPPysWkK5VQsUZvgc6YjpIRZFjXPHQ0ci68EtGudqiaZHS3htVhqGU60Y7hWOQ9fT+RYwKAETPTEPKSyN5RU3+ZqFnMMAzs58yDrqwMmkzS05t5JumxlY4x4zfvjEThUCWcaSwZDGPJYMTcLggh2aClD7ThvGdnAZC36fSJxVKIgQPPh8WiAJpMVhUuv0dh3gIAsz4HkwfdiFjSNqkLbyfZjhiGwXmLUpfpNOjSEefJfE/pjdNw9MnV0OcpA92gSSMYj9IyBmHKWQ9Dremd3HkJOr0Ng4YtAB+PQJIEMIz8fGfMNSE7L4lBKScfuRdcCTEWBe/3ApDz95IgAJIIb3MlMoadBrVVj9FPLIBtVD7BjMUwDApUgwkH7pyHyUInfTL3XC2SgaAFl0/CwF+fDbVFmdjVGiMGjZLLhUqSCLTI7yY/bTTy00iAlErFYPzoZLAWh6E3TsTQG8kcaNnsAuSNy0TUH4POqpXBUueUofgcslLbBddYceG1NqrfM04j8QoqtR4jJ9yAzrZ90BszEQJgKChFybW/RrijCYxaC6AWOosG5/6JzJ1nFurwzNaJVP7TNGUSQQUKANklepx9Azl+eB64+CrSiBsnjYRmQC54pzsR2s7OV+HKW8l8d9qQDJz95iVoXlMLY65sbIxZAzBkwT0IdStpC2NOMQYtuBtCPEpsM0vjSAyJxp4JTXoW0k8nAWr2gpHoqt8JTq08N1arRe4vb02QmDAMg6y5o2EclAPeF4baagDDMhg+vwiDzspHPMRD1QsmTMvW4FdPD4QQl6DSMGANRgAMrJNOgzpNWcWJ0TiGv3QTVQ3NPG4CdMUKg5rg9SP95kuhzlXSKBqDCuf9bggmX1YAW64yHs2WPGTnjMX/jzJ79my0trbi1ltvhc/nwxlnnIH7778fgLK3+ZtvvkmAw9ra2lIa5z/+8Y944oknMG/ePMTjccyaNQuPPfbY/9h9nHLGWaO3Ytj0mymWJ3NmP2AVq8LgcVekBLNYR0+UuajfbDzxdYrpurEAMPcWsjauRkvnCS1TU7NkpdnJxBnLMYRhJs6blrocY3/ayuxsOr9my6RzjQzDEJzb/4kMKjib0hnyrJjwzKVE3elca79awroTA+JUavJ9FQ9KXf6O1WihSVecHE5nxKjrHkugvRmGQdqY1O/qZIFMDMMg2QczD6bzWmT7Hy9gpU/77hDbf7IVhGE55BZOofT63D4gFB1GB0CsZMnzsTBNptnOMgrI96fTMRgzgb4XdTY5jo1mDqMn0wyAnIZDyXxypwDDsjBm0bWoObUWnFq5Vv/nYywbCn1hCVUznGVVGH76LUTpV+MIkmozoS+lQ6hqvSqBD0i0syq/GYZB1kWXQ4yS6aI+Pu3+Yho7nihVqbJZgNRNkVHUz/Ex/s8gjv+3+LGvu+46XHfddZS+b29zsrz/Po3zAACTyYS///3vP0n/TkZOKUBY0Rv0RvSSz+jbv/w5mizgvUdkXl1JFCHwUXAqLUztUaodAMx6TamE1Af4WGg9QLW74/q7KZ2mnc5J+1Kgyz2DuER/+j7Q8EgajZixuj9vs4gxdyv5KCEugOs1kI0BO9FnAHB8VQgxHgMfDkBjkf8upLAHydcWw1Gwei1OK6Pzigsz91G6F+68MnFdSRLBshyy/kLX5L4peyulA4Dn59Ardj7bSt3LXz98i2r3txYa8BY7x03pUqGd25fKIDjeE4TKRk5+vDcIlVXWnVFQl+iLKEjgVCxK9TSZCQAsqpxO6e4euYnSfX0VDVp886vXKd1rbtnQioKUoLL08vIKKplBq+Yy2kG5Y80qSvf89Vem7DdE+ju6ZDHNvrX8YtrxPHafHYLPD97ZA21ZrxOgpQFYOWtop/H6P9FVlT6//RxKx8QVMhCiOtqDEcR7/FDblfDux2PepI6/u4h+L9F5kyidKiz0YiQYZe9zL2JcFIXEFrA+tjs+GgKn0YNhGAQv792fLIgJ7vCs5/Up+73k3Zeoa8/7g8xsJolCwoFQh+j3IqSoXb7ro99Suh9D5o77yw86fnX5X3+knvzfk1Mu5yzG4gjuOkCVnAOAUNBJAKRiEQHtSflhAGg9ugYHVzxJHdvlrECPh0RvV291oPxLGg3c3x/i+SiCQbo+czI4Sj5OhKv1MGJhxYB7Du6kyOslSYIYioB3eQld++G1cNWRxnH7EzvRtJkEpXSsUkAQQiyKhiUvo329guQWImFEutqI0GCfRBva0PHYIvAuj9I+yqPqkyMQovKzjcdEfP5KF3VswNeGw/veQCxKgvIc+9qIHHZTdRTL3qaBWcG4mwCPtXbtQ20ziSz3eQXq+Qea3Im+JUv/Igz03yU4P9mClic/IfrnXr0fzX/9AGJcOScf4fHZNStR8XEVdR5HPTnGJEmCZ9VuYox21Qfx79sOI+Amn3kwQgPw+rNJ1WzpxOuXkaCsqhWN2PpP2mFMJUf3BrHxS0/idzQWQCTiodpJkojapjVEZSl3B40MD8d9qHZsgijJBlgSRXQveh/drysrGEkUEWtqJ8CUifuLR+BqOki8x8X3VeL4DsWpCgS6EIvRbHU9nlpU16+AIMrn7V65H1V3LgIfIB3b6uNx9Li+nbRCFOLoaNqVqOjWJ/F4EHv2PIdAgESw1x5bho5WEsDVuHcp6nd8RJAS9azaT4EJDx96B60t5O4An0+kwIhCLILaze8g7CGvLddPT2ISlES4mknQ2U8h/xuAsP9f5JQzzqxGjVhjKzqfeBGRGnllFwo6cXjfYrQ17SC26HTWhbDxPdK42vNHwmDNIcJJgWAXmtq2IhL1JHSejjDWPl+FQE8sMYnEYhJefzmAtUlsRH5/O/bvfwUqlbIcFcQ4arq34mC7wk4UDnTj2LbFqN71PrxOxQmIeVxwbPom8Tvu6EHXk2+j+VePoXvR5wB6mYL2fwVn1Q6EPZ2J/rTtakP3sW6IcWUi8BxpQ+sXykfLabTIOm0uIo62hLEQIiE0vPUvVL/wZ3TvWg9JkI1QrN0Jxz/fBaNWQfDIBranqhvr7/wG5S/uRk+VDLoJ+gTUHQ2htoJ0PpxdR2Cy5EOtlsOWnhoXNt/9DRwH2ol8cDQiIhrtx1gW7cSx7o0IxZV3YDMXUnSQX7zvx4tP9CAYUI6XRBEbr3wXex/8GnG/4uh0i+2UgW6TGhSjIEpQZ1jAuwPwbq5IPGtGq4YY49GzXImgqHQqFM8qgEqnhESDnhg+fugIDq1SJlJJFOF8cwVCFQ3EGNMaVWBVDExpSvg+GHGhtnMT0b9oVMKbb5LPtXBcOrVvWmPWoGVPF9xNClhOlATU9GxDhYOMHFXuC8FkVfrt9TVh14EX0NC8kXBmWzp2wR/sILAJbVVBPHNNOeHksgyLuBgBy8jnZFgW1gvmgEkq2sGwLPhuN9ruegwdf3wevEveOuZqLMfhr59Gw65PwMeS6rGHBRQMU9IurW07sWffi+joLCeMuLPnGPQ6O9herIJpVDG0+Xa415P0pK3NAmprSIctLAXhkhSn0u9tQ2P1Khzd/w4iIcVZFEUBarWB4DOIRf3wuBtgMCk6IR6B31GP9JLxiRU17wvB+eEmCKF+UTkGsCdVtAOAlWsiRDpf4GOo2fQWokEPYkFP73PxoWr3+9i97GE4m3u3VUoSmg4sQ8jzE5eLlC/2Pw4I+/9FTrmcMwBYzp2F4K5y8M4eAMXQai1QqXQo7ceaEwnwiEdFYtuG0V6A7DIyNKfVmDFpzO1E2EmlYXH7pzOIqk0aDYNf3UnmbePxEKzWYmiTCBg4Vo1BGTMJw6A3ZWD4zF/JBR4EHsrGHwa+owdgnzgTgAnqLDuyH7wBof3HIEViQBCQRB65o85G4US5qALDyHs7dXY9LvrwQrC9ITRJktC27DDQL6pgLhmOgnnXIu5zQ2NLh9qShqzZF8I6YnxSecg4IEnIf+Y3SZWRGmAfkoFz3lggh6wFCUALbBlq3P9yCbwucvLLyBoOi03JEar0KsT9UQy+kgRM5RZpUDSYjK1btTmYmHsJoTMZslGcT7KGXX+nDf3FXJKOcX+Zi9aVx6AyaRCHPOlncnSoN59RQIMMx8J21lhYzxiFwKH6ROjRNms0rKePQvBQPbECGnvtMHRXK6s7vUUNTsVg+tXKPcdanfBvq0D6ZbOI6xptKlz4WxLoFY55YDWQwCqtlsGll5L7xnVmNc5/ZBwRGi2ZmYcBU7LhaVFGEstwGJg2HVGB3FZ21qU22LOUkLLdVobTpz5MsHRJkoSczDEYkDeNOHbkrHS0VAZgyVScCjWnx8CMmUQ73ZCBME0nSVAME0aAuesa+NfuAGc1y8x7xeNgLxqDsNeRAFECwIX3lcCUpvRxYNm5GDJ4QdI3KX/DBblTYTIoBlJXkI6BT10P726Sq3v2OTpE++1a0DNG6KGkL6z2Ypw25xH0F4ZhMWzYZQS2gOcjGD/1LsIJjwbdGH7OndCalLy6Z+NhCMEIxGAEMCvvsahoFgwGMr11+aV6Ys4R+RgGzboxwXIHyMDWIVOuhbd0WqJ2eizohrezGnnDaSzIz/LfI6ekceZsFuT85V6o0qzAZxI4lRbDxlxNAUMGT0nD4Ck0E5K9kARR9a30ksWUfnJ74ez2gUhLK035t1TAIZZVEat7+8SZsE+cCbXFhjDCvccxME7sBVetBlhODZaj83XJFIZ9xw1/cC7ifjoUaRqgMA0xLIv0yWdQbTT5J96YLzOpkc/Xmk4Ov2TDDACmAitmL1qQqErUJ2YrCYz7NjEbvx2c1SfpY/NhH5X7vXh0GRUH84T+ZTEZmMaRxlRtUCN3rPKMWJbBwr8OJ66pHZCNktd+A7Hfykmt5ZBdQo6zDEsZMizkNQDAbqfHTeFYmlyB03BILyO3hTAMA52K3F6TbJgBJCp/9T/uRCx08+4gWbVYhoNWRbc1z6bzuvrRQ6AbVgZGpbxzhmFh6MeYlj+EdHpT9REAYZgT5+NY2KYNpfRa3ffjVE7F7GcwpiCiseVSuvT5k2GZNgyckey/zVZMte0/VtW6EwM2rZlJtcVNdow+736IKYqw/Ohyiq9+f4icUoCwuaP/ROneW7mY0v1i0FmUThg3hNJJSbVik1clvKmPd1tMGNh/pygRePFrdJm+8NDeyk2BEDiTPBmrtHQ+NO89LXUN13CF77uvLw//8iPq2Hfnn0npACA6II06XttE53aP/9EOSRAgeANg9Vqweh2ye8E6osAnkNCGm5SwmRCNg9OqEVmUR4FbLN+QIUUAYM30RHPsoeLEv4k+ujjqnMXLPNTxma/S+X89R+c0W26gaTGbHqOdm+x/08xmjRdwif4JPj9UVgvmn0bndusuSI2mr/l1CXUvap/877jfA5XJCoZh8MzN9Lh18PSe1Q+um0fp6u+lwYSDH6LfM1LsC3XMkg2KyMcAhk28a2sDPdH7C2gHNfeXcoRBjAkJpyt6Hk0AEzybZrH753MvU7qrvpRBlbzbA9agB6vV4rrZMita8nOcaKQBhgAwXE3n7G+65V5K99Rrr1K6P/zyNkrH62nHsXU2CyEUghgKQ5VuB8MwuPMcmmXvxR1nUe++8JvUDoIqTOMhUgFZn/3iQkpX9g6Nb1l1nMbR/Bhy7qiHf9Dxqyqe+JF68n9PTrmcsyiJFCCoT07WT+l0HqYqRjU0rYfXpwCr2hq3oebIUurYupo4UaYvlXi/2YLu1z4l2ZYkCf5tNNWgq7MSR/e8lSDpAADf8YMQedqgO9vICTQVK1VT4ybU166m9DGBzGN6v9qEtt88BcGrXLerejua9y+njvUcbsWh338OMdbbJ0nEwRVPo+nQ10S7b3s3ySJJEgI79hC6UH0NYj30RJtKOvfSubagI4RjS8nQpijyCEST6BMdHkQaSKBNwN+JzjayrCEAxJpa0P74PxCpIUGCzuM9CPUkEcFINOgoeKQCQrAfSEzg0fD6P+Dc8FXiGUUjIj5/vRuREDlRO/qVNPX6WxKlQpPFv5Hud2ewhir7KIjxBICqT1p3L8exL54hKnkBcr413seoJ0kIdjeT41gQsfcPK3DwSbK854lEEOKIhjyJ37GohEN76chO90efoPPFVyAm8ScfXt6CbW/UEHv7AcDTTX8bqaRv90CytDbFk/5+4vHqdTWgp0thp4vU1aPtyacR3KsAMsO+OHW86A8idPAooesPOOvr2+F9i9HRQn4H8ZgIVxtd0jZUVwMxidDI4a+BP5p6x8CPKuIP/O8UllPOOEfjPmw5/jyaXfuID6+mlsf+A+QEFJdi6BHISS0Q7EJ9y3r4g8oEz/NRdDkriA/NZC2A101vJVr6aRjhpO0NvmMHUfvyY6h59k/wHS2HxPOQojFEa5oQLj+eaMcwDIJ7jqHnk/XEdcLBbmh0FoWoA0Dc50bHqo+Jdg1Hgtj6BWm8YkIIFZ3fIJ5Ey2k2F8Dv71fjWZJQ001uYzLNnACoOHBWebUmiQJEPg5X00FE/C7i2IbF26G26hHtlid9huVgsObAZCfD2D1CB8ISidSu9e9Fd5SkE/WuWodoLWn0JD6Ori8/Iurn7qp6A0ealiEaT3Jcmrwof4lEzLqqerD8ppWo/OR4gsEpxodwqPVLNLuUtqoMK9r/9TlcX25P5JLdrmrUV69At4OkCfVv3g5NbjY4ixzijHij2PDobnx6zWo0bm5T2sVdaA+RCG5J4NH5/jsEdWu4vQUMy8EyYnxiZaXRMjiwNQCtXlld8TERHz3RRJyv21uLitrPKHCcd+UOxFrI8e0KN4Htl05p8pYjwpM0j6xaC1vxqER+UxBiqK9bg21bH4erWx63DMPA72hA1eqX4euU90czHIvcWWUQIuS35hd64OSVcSfwMbRWb8ThzS+CSyrl6nIK+PxdmnIy7nDAcvpMsHolmlG1qQtqPZfY2x+Livjg2S48dLUC6pMkCS88G0BDUjnGHmc1Du56FTVHPycM49HyKJ571J3IRQcDXdi2+VEcPfwBgV53dR5F5d634WxXKII1OdlgNRoYxij4iWhIwCu/2Ivdn7UqbGJmI3reXYpobWOiXSjgxKHNL+LItn8nHBWGYcBxGuhNZLj8mxcb0dOuGOdwQz3aXn8FgYpDCaIUAAjzPvgiNB/6z/LfI6dczlmjMmFK2Y3QachcW14ui7xcclJSQQ0LS4YfOU6NqeN+DZbhErXAY/EAJoz5FTQaJRRrTSvGwOEXg+ejBAjk9l+bYDIr17EMGwt93gB0rvoc+oIi8CoVbJecDfM50xA+RNJH6ocVofu91TBMHApAziHpTZkoKCVLPKqtdjg2fw3r8AkJXXN1GCo1eX8GtQ0mTSZxrD19IKR+HOG8GAXLqiFKYmLiVqXbYD3vdDA6eeJkWA65w2cho2QCwt4u6Mzyc4s6/Ci5aRpsY+RQcd+0YS8YCVsumSqwc7mEYWAYBtm6UpjVyjuItbTBt3YjLGeROW+GZRFuboC/4gAsY2SmqmEF82A2KOeUJAmVH1SA1ZChR326Dpd/cVFivzcgV/saN2Bhv2swsJwxGj1f7oB56jAARhQWn46CohkIh1yJdyVGItAWD0D6L67oDRu3QGfV4sw/TcaM346HKEho691Kq1eZERXJqITKakOkoQ6+vbtgPU3ez8z73Ci6/tfQpCmgIIZhcMdfyTx5R30Y8Ti55CgrOBMl+acTLG1SnEe8wwXv6p3I/OVFCX2pbQo0HJnbThVY1duyYStWCDg4ToPSsnOQnTMGHKeM96wh0+Gq24eo3wXkyMUvCuYOobaumTk7zFDy4iynRsjXhbyymVBplP7kFqhw3yN2IvwrxmIwT59GkJ1IkoRJVxajZEoSW5aWxTX3ZePqe5W8M8MwuO5GA2xJlan0BjvM1gKUDjmPIBwZNFyDfy5WjjUYMzF46EXIzBqZAMdJkgSjJQ9T5/6FwIyo0tNhnjkDbBIvsy1Hh2lXFUKSlPwxwzBQ2a3o+XAZsu+/DYAORksOhk66Fk2Vq4iqbNl542G1Kfn8SFBAW1UAY87KSPQl3FSPmKMTOVeThBwDbOMRTtrZ8FPJqb4d6ofIKWecOVYFrp9hBgCjMVXZRgaqfo9Ir6OBNQZ96vxhWgZd7i7ZMPeJ2mpHweU3A2DAQ17FciYDTNNJukjDxKEomjQMqgwr0LvlMSOHzs0Z8opQeuPvoc3IAXAQAHDGJTSRCQCU2OkygekZJDhGzekwLHM21c46fxYNStGbodYruU9dtgW6bBogkz5gLAV4679iA0AYZgDQFOYj5/e/poAmmsxsFN50N3QFymRlNdIUo1MenI6olwz7GTJoQN+JWLxsZ41D2rkTwZn0RNtkwA+r08F8Bg1uYhgGGiOZu9awemTpivvdSxbybrkDugHKvZiHj0sJVssvIfO6hUON+N1iukIYy3AEw5skCMj7001Q5ZDjQq+i89YlafQYsQ+cSGz16pP+zFMsp8KQObdBpVOMCsMwKLogdWW05DYDx11KGMc+SUsndQzHwXo2OT4ZhiEMc/+/JYutX8lIvTEDpUPnU+00WvI3y6qQnUOCQxmGgc5Ag0gZloX1LBrrMe78XCq0nXbNxeAspqRdD4DWkIZBE64ky5dmkWBCnZHDnYtGJ87HMAzSzjgLppFjoDKR75VhGBg0dD9/dPnZOH9vOaWMs/i8Et4U4wJYNYd9UdrYqlfb6GN/TydA2HjqgRe30OChBYtp8Ne4+Qopf99KwLOAnvD4IX0AJaWv6jY6h5jxYP/i4348/9crEueHJIJhOWgHpiZXOP8fdB4wT+2hdH8/eq7MYmRhAfSGgU1K6LEPpBZbkk8dG79aPp8YiYHRqsEwDKwVdAH0qptoZyJ7Z9/zzpXZlprkicncGASgBZAFHJdXhx0zbdTxwadMFODG2EiDkVau+5DSnXnTr3r/pRjylrNVkAQBUjwORqUCo1JBnaIS5Kpa2liu3PUK3RDAwWjys5D3Sf9uHc3K9Y9b6dKUnVO0MtgqGkkUbIjeQ7PGWUwhwAQgo8+QhlH5pyw5xxqOgtGowag4/HMmXbc2foLai4vuvITSGRx9oWsN4JP//ULJ51S7BTfcT+ly19Ah1wPhYkqXUc6g/zRWPp4G9G3+bWpKXElFf2+SCgAYJH/du0O0o80b6GfBCPSccNXs7ZRu3WUTKF3WxL77ULbrrX+FZgIDgMl/p9kFn947FxIvQBIEsFr5exz0p929f1XSQA1/kZ+FEImA06VGtf9okoI57mc5OTnlcs4AEGp1Y++dHyPYTCJUg37SaPkbexB1KwZPkiQ4eo7B6aZZngQhRhAyRCM+HN61CL6eRrJdOIhwK5kT9DV5UP7sTsKDFiQaRXwi6e95S5IEV4UyucWjQdRsfhO+LjJP2+M4hqN730I8icwh7IsThTkAOTfGJ4VKJVFC56JvEKqky91FvU40rf8AIq+cw9tE5mO92ytRfctL4LuTCTDElOAoABCjUcTalRx/PBpE5arnEXCRuehoLOl8fBye6nLq2USCPTi06SX4XI3UdU4WjOZx1SltJQnNf38CXe+/S7UL1SjjhO/2pmSlA+iSk9XlAWJvPd/jgRCg2a4AwNFVAb9PzmEL0QjaPnsLnd98QrSJd7oQ70gNlgs3OhLsWLHGNrTd/yR8KzdR7Xq6SPBgKCBg9yry+xFFHtWVSyEI8aR2zpRMa6metSQKiPlTUKcmtY0EBQj9wvZ8NISwl3ZWXQdJ4F8k7CbY5wCZHETsB7gS+Ch6uo6hv/i7U289CgddxD1GQj0Q+m1T8jvCFDBNkqSUoExJFFLeT3/x1tG7HCLH6tHx8AuItX57PlmMRtC86FkEqo5+a7sfLD+TkHxvOSWNc/euBrnwedL+2fpjEWxbSS57ot1BHH9NocxjGAaxuB9driNEu0DYgSMNX4JhFE9aozUh6GsnABux7i40v/E8WYZOkrD/H9vgru5G1K2gXCv924j60G5vIyqOf4Lmtu0EmKXFdxjOMAk8a15Rha6diuFkwEAUBLhbyH6r1HrE4yGok3J6kgR8+ocKwmCwKgYv31uLkF/uD+8JIHS0Ca1PfYK4w5NoJ/JxNKx9FyFHM2IBZZJ1Ht5CVAfSD8wDo2IRaVK2dETiXmyt/Tc6vEcT9xfr6EDXW2+i+S9/Rs+KFYm2fkc9BD4GtVbpt8fXhIYWpfZvoKkKLaveQ92SFxDqaEzo1VojwgEnDGYld+jwVuFw41JE4uT7f+MDEkAVjfhwdP/bOLzndcSicltGpYI6MxOGIcrqWAiH0fnhO4i0KO+g+71VaLzp7+h85mPE2hVD2dzEY/tWZYIWeAnLXu/CV4uVyTlccQxt9z+KzidfQOiAAjyMRf2orfoKPa5qSJIETquDYUApgo01hLHg7BZ0/O1NROtlIy5JEjzbj6P6N2+i+u7XEWmQ34OmOB+cyQh1gbKHWBQlfPZSBx5eWAU+ppxz/1o3dq3oQSyJqa3bUQmvpwnhkAIIDAUdaKgmObpdLhGP/dWfGGNRrwsdO75C9Uf/JCZkT7gdlV1rISU5bZyawaK7j8LRpEQEOI0e9ZveRbCbdNZq3t8Pf4PSl7aWndi741l0tu1LPMOutgPYvfEJNFavTtRq7mzei6N730FzzQbCMajZ48aa1xoInaO1HI2VK4g0iCjEcbz8I+IdiIKEj2/fgUC3klJhGAbHOlYTSPiAswmV3zxHIbTf/shPOXE9lbsRbCe3iIX2VIA1GcAmrYi9kgsBiRzLvoP7IEbCBOjwZ/nvklMqrJ0QlsHEFy6HyqCEYuuOhoF+jpoQ4dG+rhrFl4yGDrKRLcieDL2WDIU73MdhNeYT4VKGYVE8dF4CRS3GY+j88iMADDQZimEItPkw4uYJyBybA4ZhEIH80Y40nwEBygeqUumg1ZhRmDeNYD2KixHk65X8XdQTxrHFe1FykaJTaQ0YcubN6KraTkwsRks+covIcJ/eokJjuRsthzwoGifnpNQaFuY0FWrLAxh9ug1quxmlL96JaJMDkaYuqLNsAICwqx0FMy6BMbuYeBbxoBede1ejdN7NAABNtg3Fj16L0DFlMtWojDit9EZoOMVx0eTmIuOKKxE+fpxYdQrxCIbPuTOR25YkES0du5BmVcKBusw8lF32a3A6A7gkI86ptBgw7BwCZCSKArKsQ6Hvh0W4+WoyV86yKgwaeSkYhiVILvQDB8HUW3JOkiT0bFiD4NEKZMy7INHGMG4wDGMHwTRlOFiDcqzPKyEnR5nYORWD379Shra6SCIErynMg23BudCPHw11ppKDj0S9mDjlbmi0Sj7RPmUWGE6FWE83tL3VuFiNGuosO5yvLEHuX28FY2ZgnTYE+tJshKraoMm2IY5e8poZE5XiEwBEAbjg5mwsvEve39yXyckfqMeMi9KJ98yyKkyYchdBeKPTp+H44Y+Rkz8xQV2Zns7iz48oz5ZVqdFzdBfyZ12WKK4CyNvMMowlBOmOWsOiYKgJlVt7kFUkp00YhoHOmo3GHZ9i6Ly7Em35YBTHXt+NSU/Ie70Li09HYdHMXkMqAWBgzxwMW/pAmMw5ifx2Xsl0ZBdOQCwagCDEEoDOQVPsWPniPky+KBe2HB1iET+ajq9C0ZC5SBatPg09juPocRxHerZMBmTNlUtHHvm6GVNvUGg41Zwe/ogDNkM+RIFH+6E10BisMKSRqZ7rrzRROfB4wIvO3atQdvEdAACJF8BajMh56FdgNMo7sMBOHCtJEoRwEMV33g/O+P0qzZ20nOKr3x8ip6RxLrx4LDXQ5yykwRHWIZmY8cYVMJekIzlIlW4j80+leaenDN3lFCpVa1i1BrmXXY+4hwzbmQusMBfQADWGYaFKCmyYjTkwlcyjHIBSGwnW0dr0OP3Vi+nzsRxyhpFUlhynRlbe2H7XZfDwxllQ68h82g2PlhBUpAzDQFecDV2xAgAyZpNMUH2SP/0iaK0ZhGOgLciAJleZiFVs6pKPnMEA0/je2sEH5OMzSiZSz2HUkCuItILGYicm+uR+55aSDkm2bVhKsBUFdtPQwDEAsJ4xK7GFh2EYpJ9zHgxlg6C2K4bUMit1LeiRo2l8AgDklykGXFtaBG0p/WyT63AnS9rEGXLd6mTdFXPAWU3gjHoAIbkEaG4atLnyuA/2bnk1zz6NcB5UagaqFFWMSkfRDF8ZWcMpnd6YialnPnxCxi4AUBstGHTFb6n3ZTfQuWMAOO+uYqpEZf64eVDpjEQpyNG/mwVtulHZeqahDZHRTLN0MQwDlVoPlZokmTGna/DAsqlQ9VaZ0ujMGD+LrubEqTSYfNYfoNWR3/Ul/5oMbT9A4JDssxL9YzkVBs2+GbGkfd3JfeovudPOg9psV4iIWAZpl809qWPTZ9HtfhL52Th/bzmlGMLmlfyG0h2/lwYtDflLJaWLTaABIfbHmigdALQHaGMbjtN+UE+rjdINvpMmhuBnjaV07MM0y09di7Ii72N/GriIDlt1TVEm1mRkZ+5WGs3k+LMccpN4IUGh6O5UVj2SIIDhOAx5nSaGaD6HRv7e/4vPKN2Kbrom7sGtg2ndL56ndAAwZe8NlK7wxjZK17/SDwAwy+k+5hvosp0jTPT5PvsLPcF1TEtaofA8GJUKKy99hmpXGUtdT/fxJ39B6W787deU7pszaLpJfEobetdbtFE3tdJ5Tm2rh9IJdtoAdz6YGguRtog2fM3zWIKFDAAGfkiPk/pLDDIYjecTe3EHPXqEalf9SopvcEMKo3+pi273eGrnoHMK3e+CT2k2sVgZTQPrK6UZ4hbeTzN/vfEFXcKy6maacWx5kHb+Xmym2QoBQHqcRqILmhQ7TlIA1Fwjaea2in/dl/I6P1Tmlf7uBx2/sv6fP1JP/u/JKZlzBpBypXsy0sd+lCwRV4janhNpd0OI0hOZ/3Bqgy7GYicEDCVLqjJ4Eadf2WMbi6Pjry/D+dy7VDtBiIPnlX62rVuC2nee/lbvVhJEtC9eh8YnabazyLFauN7+7KT6LfI8tZqLx8jjgu0+xHypQTdCqD8Svd/5IzGEjrdQ+pP1Pb3HaQBOPBhH/drGxO+QJ47Gg56Ux0eDZERECATR+cpriHcnMYzFJao/TVVhONpoY0mfP3VukD8BcJAP0eeMR0hkeldnOZzOo1Sf+jPTJUckACBc34loG2kABSGG5toNxHcV6+iC671PvjOvKUajcLz7DgJ7935rO0AGtyWz0n2XCKEocT/RmJ8AdIa7WsCHaFKTVNLpOIiOrnJCJwo8gi563BFtYjF0r/oKYpR2TE4k8Sj9TfFB8tvo6amFw3GEel+RsDIWBT6KjrbUzzXqcSLcRVPa/qgiiT/sv1NYTknj7I12oTuigHXiLhec732IjudeRNcbbymGThLh5pNQz/Ew9ux+DtVVyxEOK0hVSZKw58/rCDQmo+Jw9HcfIeogV6Ptb6xLlIMTgyH4N26H48XF8H61llhhOKU2AhAmSRKaGzejx6WwhgmROOrf3oGmD/cqoTGNGpqCHLAWckXQ7a7GrvIX4exRUKi6zDwwajVx3R5fA441fg2nR6ayZDgWmhwbQtXkylGMxdHz3lLE6hrBd8vPorlzF47Wf4keX31vmyg8B3ai7dM34Vz/VYKrWZIkrHm7Hcd3kSvU1g31cJYrCNtYVyccn36Epicfh2PJxwl9Z5eA5tZ+BqOuA+7VdNShOkxPTE1REqEqxngc/ed6QifEBax/YCN2PLUT0V6H4eCqLrx7XwVCHsUgigKP+gNL4esmV1ve9esR6+hErEWZ/F59IYC6GvKdfv2WE0d2KcaBj4TQumsZqr9+GfXr3lbuuT6E5c/UUaCgI76NSY4Zj4711dj7my8QSAJC+TvrUL3m3wj3kOjlrs6DCIe6E2NHkiQ09uxBIKY4FAzDoKZpDbrdCrVp9+fbUXvvInR/uTMRjQj5u9BWvxWOVoVHPHK8GsF95XB/qZQ0lSQJnc5DqKz9Al3d8upYDIUg+HwI7CdrjQMgvj8AYE16dDz+Ovhu2QCJAo/Kpf9AzarX0HVkMyRRgMQL8OysRv3fPodj2V4irNvWtQ+tnbsTICzH7jWofvvvcO7bQFDeuqKt6AzXEYYvFgsgGCSduJCrBd3Vu5U2IR5fPFqJLx+thKddduTDddXwbNuEtrcXQQiTzv2HS0nHIOgX8MajbXjjcfldSaKEnn1NqHjka3SuO0607XYehdNxhADMtTZuQcCnfKs+Xytqq76Gq1txSCRRgHPvBtS++w8496zDz/LfKaekcXZFmqFhlTCXOj0d9osugKYgH5xRyVHxUgwMlNwry6owZOjFKCicRpR41Nr0cOxvQ91nSihOmyWHfmue/CrBKS1EYgjXd6FnrVwvmdHrENi6C2AY2C4iy1WmIQsco4TCfd5mNDSsgz1dCWd2rDqKpvf3oHDheOJY85xp0BQqYThJEmHQZWDM8GuRZlWq06QNnwhjPlnVyG4pgcWYBzEJQZpx/kRYpw2FGFcmgUjFcVgvOge5j/0O6ix5T7JOY0VO+ijYLfI1GLUGvqMHIETDyDr7gsRzdTRHsO1zB4ZNJcP/rRvq4NinGDNNdg7Szj4HlslToRugUH0ajQzyc8mceKS2Hb7tlRAC5ORXoiPLTQJAvoasINX0+SH4a7uJsLenwYuxN43GVSsuh9YihwGnXVmAu96fiO4WZRXfUbsNzsZ9sOcpADzB7wdYDgV//AOM48Ym9HfdZ4LFSjKg3fpYIbKTCkSodAbkjp8La+EwaM1KzrpwhBmH1jhRv590aIaYTlOYsngRtW/vgnVYNmwj5FyqEI+iZe9ycBodLHlkqiA9YygGFClMa1HeD2+kAyYNucc8O2Mk6ls2gO+leU2/YAqK/nQldKU54L1yJMdsK8SkMx+ABIWP2nLmTOQ//keo0u2IdzoS95ydMQpWcyE4TsYZqNLSkHvHndCVliLuIlfk/eMenMkAhuPgeO5DiOGoTAWbno/0wVOQNXyGDOpiWXSvKgfvCSHncqWEpSRJMBqyMHboteBYOXxuH3UaCuddC2NeKcS4srJN0+TK33+SYc/NmQCLhcyD+x0N6Gk8CLF3+5hKx0HkRcy4vgi2PDnsbRg6AkW/+yPSTp+NSBO5s2LBuWTqQKVmcMltWbj8zuxEn1uXHQIfiCD/AnIsG005GD7i8gRgLhzsRlPNWmiSqmKl2ctw2swHIfBKBIEPBaDPLkTRgpuRPo4s3fmjy89bqb63nJKAsFLrJErHmc1IX3iJHIJ7TF4laFgdYcQ5To2MDDrXx6pYTH/mPGSMJvNSJXecDU2GGaxGJZc7jsZR+OvzYRzWizJlWWTcdj04iwkMRxobFUPmD622Ikyddj80SRza+ReOgWVoDgz5NqKtZkAuOJuSS2UYFga9Arbpm95ZtRaZU+iarvmZ42ndL+cQ34phAp0nzrKTZBsMwyB3wTVg1WownDLUsov0+PPnoxPAGkBeIYy5dzrU/QAzans60mb39VFe8ZpNtE9pGD4AubeeB4knQ+fJ769PVAwJPss/fwT0uRaZWKW3tnX/cpp9Ys/Xw56v5BrzBs2ELWsQOLVyHdZkgv2C86ljWZZBVna/96xmMKJf3pPT6JA9ZjaxamNZBg98OQmaflWP9JzynlUGDSY9czE0aUnodLUWg+feRhieRN/zpxK/dWoLRudeSDNomQdgwoibwXFqAHEYhqYGoqnUOgIECQAqqwWWM0kDwDAs8rMnkjqOg/38+VTqw66ic71pl80BZzOD1WvBMAyKz7iaPBfLoOSBiyCEoon3KV+XQXY6yUxmLqFBbIDMqFZgIMezWqVHZjqps+UPh96aI/ebU4NlGVz66Mh+98tAbUuD2kaDTo0GcixrdSy0OkXHcixG/Ok8xL1hMGw/EFz+FOK33piBiTN/S4HvVGo9snIUw642WaE20biYn0R+JiH53nJqAcJKaWRl0RIaWBXgaeTwu0VbKN3l9anBGmMtdB7nzSMKQrhvi8xNI3dS7eaaaWKBW568h9KxKVKNthp6Aq67gr6Xb+Y/Sx8M4Naqayidey2NZrU00WQhdz9Os0m99PDllM56gM7tPrDuS0r3rxYabOX+R2o0+OVP06XybBydo+ZSlLl58qWrEv/uey9C79yWDGZ68JefUMe+/JfLKJ31G5rUofntAZTu6TE0UxYAvHTRRZQuUkCD1rhIikpFHI3K7bidzuHfOJQed2tuP53SpWLACmem9ufjV9AlJ7Mepp2o+stT1Ec/Sk9BubfXUbroL2hHK/1jGrx3np3+hlxC6i1DX9wxh9ItfIWuyhaX6Pv+7EF6jDrHyO2Sx87tV31DtXtuLV3K8+xphyjd8cdoJxgAZj1Os459+dYZlO6Ma+m0TsXDYyjd5pUPpLzOD5V5hfTc9Z/IypbUINBTQU7JsHZ/iUd4RP2pQTnVS48j0P7tgJGIKwQhdgJ2q35oyXiXC+6P1hAgqsb9PWg/Rk8y3yV8NISGTR/AUblNuZ4kwNVTBX+gg+5LLHZCpqlkkSQJ4TZ3P52IYHMteT5RgM9JI1uTgV5hnwOxMH1vcYF2JGLRE/uJ/dmVTla6miMEu5l8HfK3+9g+1C15EXyA7GdP+TZ07yJz0e11YfR0KmOFj9EAwW+TWJebWBHHY3TZweQqWskiSRJRGjRZT1wjdnKAqWiQp9i2JEmEz6/kLPl4GC31mxAJe5KO8yAe9vc7TkK8J0Vd5mgPPME2ol1/EQU+Jagw6g5j3yNr4TpMjmWhH0Ctp9qFqJd2QpxtUXhd3820l+p5dbeQ71WSJFTv7EHL0SQWOoFHV8t+uDpph8y57iv4jynGtrs5RID6vm1N5G+n+xMJks6PJEmI93PQYl4XdV4+wqNqBRlK75NkZsCf5b9PTknj7I60ocK5WmEJOuzExxcvQ+XSGohJeUd/iw/7ntmJth0KGpPnJazdTA5qIcpj3+MbISWFcPzOCL56/Ai8nUmVgAQBzpc/g2/NLsTblFqquz9uxP7Plbq3PC9hw8oQmhuSaBCdLWjd/iVqv3oN3Udl1jKV1oB4yAshmjSRSBKaWrbC62tKUkkI7i2H48XXiao4kiRh0zrSSPqOtOLI7z5G5cOfJfoT7XGg6eNX0Lz0DfBh2biLfBzV29/B8S1vgO8NmYqChK8WdeCV39Unzt9Q/gWObHwFkYCSS+TFGHa1fQheVCbUSFjEXQtb4exQJrBIdxB1H5Vj+11LUfOeDBYK+bvQUrMBdUeWJQxVJMjj5ZsPYuPbLfD3KIYzHhPxjxuPo2KrYnQFXsLSF0lwm9psQ6ijAZyeXF15K/bCV1OBeECZkFe91YHtyxTAVP3uT1C5/lW4mg8RNJB+wY24pNyfJEnwrD0A19JtRNi48XgUh3YoDpMoCtjX8D46veR2voCvHYd2v4bGGmVV5/O1oqpqGWIxEnRYU7VcGUtuP1r+8jban/8c7m92QYorz3fVczWUcW5q2YqDFW8lUP2iyKOtaQeiSSURHVXbceSrf6KnWVmhMgyDzg+3oPub/cR34Ak2o8OttJN4Ho4vlsDx5WfwHzoAMRZDxN+Ng8seR9P+ZQi4FKAmq+XQtrEOKr2S6nCFm3HUpYCYRF7Ezr9uwfq7V1I7JtZ96MCXr7QnnoWzOYyNb7dg/zdk9Kaj4wACAQV41lkfwuMX7kPDIeW5MgyDAyu7cHxbD6Hrbj8Ej6OGOF/c64Z7z1b4j1dA5HmIgoSP/nQMy/6hOLexlla0PvZ3ON95H/7tO4lw/u7n9hPzEAA0HV9F7LRgGAarn6yAK4kbvm3dEtS++zR6Du+E2Mt21rrPgQ2P7EbbPvKefe4mtDVtw08uP+ecv7eccsZZkiQY1DYUmJW8kDHLgBkPTIY514iIR5lQO/e3Y+7r8zFkoZKXUqkYjBhChooN2Sa0b2lA9QcHE9dY9c9jkEQJaflK/i90oArG00ah8KXfQ1Oo7HPNH27F+Q+NTEza0YiE4xUxFBYroTR9RgFspaPBaXRgk4gWcsacDa1FAQ6xrAqjhl9NsCoFdu5F99sfwjh5PBh1kt4v4fjRJORxjIfIi8ieNxp5F08ARAmSICDq7IBt9FTknn1J4oPxu5qQWTwBo+bck2CECnh5DJtixoLb8hITYtmkK1Ay/mL4e5oTQCEVq8HkvCsQ4ZWJRadn8cz7efB7lUlKm25AxoQCZE4aANMAORwqigK6WvYhZ8BkaLSyMVWpWQw/PR1DpqXBlKZM5B11YdzzymCMm62EUnev6kHzcXJVZCoYCOvgcWBVyrOJurpgKCxDydV3QW1SADZDp1gw/xYl1G/LG46M4vHQmdKJyUTD6BASlcndu+4AOl/9qrfUpCLdHXGs/1yJUrAshykDbwLHqBPPS5JECHwUhaWzkJk7pvc58Kip+RpGYyYBTgSAbucxdDtl485oVBD8YehKcmE9W3n/HVV+7P6khZj/4vEwdForpk3+XSJvqdGaMXzctQkHDABsBcNRNOVSSKJAbM+yzxmL1ldXw/mlgl7Otg5HulkBIbJqNdLPnY9ISxM8O7aCUavBqXVILxoLa84g6C3KXn2VVoWSi0bAOkgBqKXrB6DYMj6BtmZVLGY/Pxdjbp0A5yEyRVU0zIBfPDwg8V15OiOo2tGDMXPIPcLxeBB1dasSYzan1IBHVk+GzxkjVqIX3T8I1hzl22NYDkMnXAuVhtzv7K88hLxLfoHci64Bq1KB5Rjc8cY4DJluh88pzy+s0QBWr4e2rBTGCeMSmJNYIIamLS3oOuQkzunraUJXM4lmzywzY8m9uxELyQ6XpXQE7KNPg8aWkdi+VjwjD9d8MR+uOm8S7WsAlQffh95I75X+0eVn4/y95ZQDhDEMAy1nhJZTgFVpxVakFSsTXKB3cTHoohREDwDycsjHxnAsJv7xTGRNKkhc49K/j0W4XwEJ4yQafCJJEqbfUEpWSjKxuON+G9VvU24pTLml8qTd20dz3iAIUTJUrVYbkJutgLpMk8ZDikZhOo0E65gtLG67R8lnshoVbGPJ/CjDcbAM6Z+jEmDNpgkhLHY1LHbFODIMA63BBq3BRrXVqozQgkSqmq0czFYlz8kwDKyDM2EdLE8i7gOAyZqHsTPuIug3VRoWZ15Ps0kNGEaTaJx2vh3jZtH9yZ25gPittqQh56yLqHbTLiCRzFlldDlFANCyemihTNrmGSMhhKIwji4l2k2ZY8bUfmQtKlaDTIuCKGcYFlZ7CdGGZVUYPfq6lMxbo8feAKutGADAGfUY8OQvwWpIoF3uEDPuWToNXFKNb7Vaj5zssdT5LLYBRFTAnFVCtQEA45A8FN47H7YZynej4sh7AQBOr0fejbdAjETkMWK0YcD4C6nzMRyLYbdMofQWbRbxW59hQH6Ksp/T5pPlRgdNTkPxWCsBRARkYFX/EqG2LC1sZ5NkHTqTChMvIAFqnEqDwsEk9iRt8gwCAAkAnJrFmDlJjkdaGnJ/ew8FvhMFCef860xYByhjQpIklIyYD5OVJEwaeV4BRi8ohMYgX+tEyGtLvgmjr1CQ+hqtCaMn30LU3f7J5CQ4EH6W1HLKGecfKv1LDvZJ4dmksWJZBsa01JSUyZLqXN99DIlAVelosAvRRq2iELP/l0V1AhrNkxGGYaA30UAnlYE0kKw69bs70fv/LuH0WqQvmEbpWfbkzpXqump16ueQZie3x/U3zH2SPfDkeZXZFHWVU0n62fTWtVTPS2UyA/1qDCdoKJNEbfzub+g/EXUKFi29PjUyv79IkpTyfSVHqQBQhjmVpKqFDQA6qxaF0+g65Om5I6nnaEz//sbV8D+xagZO+dXvD5FTyjiXfUaDpGqvo1cBbX+TJyIxEgOrkyeH4W1y/VzeG0DXq18hbcE0TKZrpwMAbkk7QOk+Kpe9azEWhRANQ2224c7TD1LtLr7hLkrnuZ4GT/1+gkwT2FYVAMMwyBtsRFdcXv037utG0QS5KIHmInnVIkoiJEkEx6pwSfatAADftgoEdh9DxpWzocnPQN5rGogiT0w2Qx6pRn+pWap44ZIgQIKEd2dMpNp13yU/R0kUEXe7oEnPxIJHlPyjKEpgGODRm2+ijr3qlRWU7qnp8qoz1tUJTbaygvnm0qngxRgkSYC6t3CGe5y8aupu2A9DWh4Mtlx0j6YnVn6UHN3wrd0K1miAadoEGOtlYxbpaoMuW54on35NrovtrSpHPOhHxvjT8fCjH1Dne2c77QTdPERGR0uShJYKHwaMtuK+fZeD9wbAmQ3ERH3u2zJJTMQbhc4qT77Ld4+A+7MVMJ81A+os+b6KiuXcZ6wniKjDB/PQXOgeplHdj42W889tdREUDJSfzRuXnZ/oDyBP/q8tf5E69i9t8xH1RtC4qhZDrpDTQB1/LKPaAYDmMrp8qGWdHg1fVSFrfC5Mvfzxf8uU32vAw8Nkk8fZA8vlrVDOj5fAOHYMDEOHYlnJl9T5pvzxXrl2tlpxNgqelgtExMI+aPRy+uEViY54uYb1oqgFHt3b1iL9tNlgNVqM+1slGlfXgg/FUXrhELAci8oQXV98zYcj0bX2S2TNng+VUX7OLzz3b6rdPxfICP5kZ6rnMiO8nWHwUQHpRbJDdMHMfRAFEWzSVq+qm+XvKvkbbP61vPL0r9sBKRaHee4MMByHwTq6JGTcBEQ626DLUYz7EAPdrvkhO2L+CDTmn7iW88/yg+SUyznHAnHUrm3Gnn9XEAhrf8SBqs71CMWU/J9jyTa4vt5D7J0VvEEE9lVB7GX5kkQJTauqcezN/aj+6FACVSwIEj77nASOSZKItm8+pPZy1tTG4fEo4R8+HkFd9QoEA47e4yT0fLACrreWwbNsE3iXAnDa+7UDe79WwB6ethA+vGM36raTOStvtANHu/vx/vICQhX1UPVWlQKAgL8DLU1biVxb6/paHH9rH3qOdCWIOiLOdnRsWoaqNx4D75f7ExejqA7sQn9xrf0GMaeSD5QkCUfXd+HVq3cj0C0DV3g+iuamLejsOIBIL/iIj4vYv7obK//dAmeL4qCEqqvg20Nep6F7J5p7SKdIiEfQuGcpHNU7ZBrKWAzeHdvQvfxLdH3wLni/jDiWRBH+DTsQ2LAdgl9JEXStX0bUpQYAb9VB9JRvRcwrG0dRlFC+yYvK3Qp6WZIk9ERa0R4kawLX73Pj9Vv2J/KOvlW70fKbF+Fbv58AagWdIZS/oxwba25HcOse+FZuJM7HB6M48vDnOP63rxNUsYGwA81duxGLK/fR0RjFk7+ityY1OXehP41t+X4yz9q1tx0Hnt8Fb2PSd9FVgWNHP+ktVZlE3CI6CTrRUGcAR9/Yh7bNjcQ1YlERD1x8HPVHlO9D8PsR2LsXwcMVxPfx3vvkNxQqr4Trnc8Q7yDzy01HviHKLAa97Wg+thbtddsQTUKau3ZugGv7WvirDid0zkOdcJR3JgylJEpo2t6OXa8cTgCzQs318B89AG+FkveVJAnHDoax6WsfhKRdGYIYR1O3kncXeRHL/1yO7YtJ4JirzosdLx5CPEyiz5sc9DcULq9EcMcBCD45x9/ZGMH2L504uoPcYeDZvwORDgXA2nTYh/f/cAx1+z3Ee238vAKO3amphH9U+V/OOT/++ON46qmnTvj3WCyGhx56CJMnT8a0adPw6qsK57kkSXjmmWcwdepUTJo0CY8//jgEIfWunJ9CTjnj3LSjHZv+thcD5wwAp+ld2UkSGDAwaNLAJrFy2c+dgM631qH1heWJrR68N4j0y2fBNEH2chmWQd7MYkQ9YbRvaQSrkh8pxzGYOpUMOzk2fwN/7RGozSSAx2JhkRzlUql1MBgyUb73FcRjQbmOdKsDvNMN/aiBUKUrx5eNt2DKRcoq0pZvwG2fz0JXtZf4GE3qdBSYyZCjbkghLDNHgU0CiZkt+Whq3IiOtj0JXf6sUniqu3HgyU0QBQmSKEKIRaEymqHPGQD0LkjVrBa5ukHEBO3Zsx3u7RuJCk1BdxySCIy7IBcqrXzjKpUWafaBaGzcCEGI9T4HFoXDjOhuixIIYM5igXPZUoQblW1cZZkzoNfYiPtztxxB0YQLUTTpEjAMA1ajgXH4SEAQEGlUtpdEaxuhHzEYWfffDs7cW+IzFkWouQ7+aoX1TYzHIIkCSq++BxqrHAqtOxTE0pc6MHickt9mGAY6lZna1tJVF8R9n02FJVMeF6qsNBjGD5EjC52ysZckCZv/vg8Rn4I615YVIfevv4EUjoB3uRPtHBuOIefcURjx+CUy0Q0Akz4LgVAXGtq3Jo7PK9HhotvIXGk45kFd5xYqjLx+bZQInw44uxSznjsXXXsV6k+12gC9IQMMwxG5aAtjh5S0l9yYa8ZZr1+EYCe57aqxMoz7nitB6UglLB+urYXt3LnIuGwhQcgz64x+4MtJo8E7e9Dx1+cQd8g7ACIhN5wt5QgHlR0BRmsedMZ0tFVvQt8AjfU4Efe4UHTDvbCOUvAXhmwTRv1KwWg0bGnDivu2YODZhQmDbR48AkU33otwayMRcVi31IcBZRpwSXvMazo3QBCV98eqWFz14hTYCowI9iiA08zBaXBU9mDVgzsS41sQ42jo2k5sp+tz3LIevBWqNPnb9zpjOLzVi0HjyWiJEPDDuUHZV601csgbLI9NIa6Mx7QROdjz4Dfo3v8Tc2uL0g/773uK2+3Ggw8+iPfee+9b2z377LNob2/H+vXr8eGHH2LJkiVY0Vs7/oMPPsCmTZuwfPlyrFixAgcOHMCbb775vfv0n8opFdYGgIFzBiBreDqsBUq+jWEYmHSZMOnIPIwm04q8O8+HYVhhIvSoycuAYUQx0U5t1GDsb2ZQRRsK8pVJRpIkGEuGQIxFqZxUdhadz8vJnwBrWlFvPWgRmbctBGelc4TDptspgIu90IjpN5EgHDWng11PMjupc+ywnUeyRDEMi5Gjr4XJrITGGI7FxL+chbAjCE7DgWFZGPNLYMxPTgnIxsWsIkE4uvxCmEaMgdqm5PVMdg1GzqGrMpnNeZg46U4C5JQ1QI9fPNqbzy/v7bctDeZxE6BKcnJYhkOuhQTc2YvHUblSlc2GjIsvhe3sc6Aym8GDhzo/B/ZrSaBW3O+FdeREsColhCqJIgZceGOi7i8ADBpnwp/eH0y9A4PKCkM/FqbTriggDJ/lTJqJDRIw/obh1L5uVWY6Mm67FmJUnvQZhkHeBWPp4wEMKZoHBmQI/6zLyfei19hw2pBbqDzm7x6kQ+O5kwuQNU5BqKfZy6i8NiC/Axbk8zZkmzDmrqlEmDfZkekTXVkZTOPospqFhf3yuQwD+y8uQbS2KRHiZ8CgdNwlYPs5GlkDxiMtezDUWhMCANS2dOTOvwr9ZeBFQ6G1KmOu5Ix8XPbBXGQMIglTdNn5yFtwjVyJrRfZf9dfs6hnOCR3DniR5E1QaTmcfstgymGb8ZtxMGXpE+xfDFicNuw2qJLAWlKcR8avrwOrVRyVQRPMGDzRTF1bm5MHSRQhRiNgtTrklBmRU0Y/b/voXAy79TSkjaQZ2H5M+b4Fhn6oXH311Rg/fjzmzv320pjLli3DM888A7PZDLPZjGuvvRZffPEFzjvvPCxbtgzXX389srJkIN+tt96K559/Hr/61a/+J27h1DPODMMQhvm7JG22jFTuizqq0y0nbKuxnBigwTAMTEWDYSqiSyGmbs/CYFTQnakMMwDKKPwnwjAMNLnplN6WVkrpVDo1zANs//E1dPkDkHP5dScNovq2ur99oh1QhKyiYkrf/xrfBmJSmRUjxBlpYJU2PQt5/SZyTpu6bxrdyb2Dk3kGDMsgZ3TGCf+ePEGfSPp4o7/r2gYtzdZ1wnOqTw4QlvJY7XdPMyrLib+r/qLOzoA6W3lGWoMNOSVTU7fVJjnhJwBhJRtmQH5W/Q1zn/QHCqauA85CzaUeK/3bZwyykednOeg1pFOXXF9baZd6LGWccW5KfX/htCqUXZm6xvj/BeF5HqEUlepYloXJZMLbb7+N7OxsPPjggyc8h9frhcvlwsCBCpi3pKQEH3zw/9o78/goivT/f7rnnmRy3wchB0e4knBtAJFLOYMcsoJ4IH4VVH6K57LirrqesIuwgrugiAKCyyUIcokSQJCQcIRw5YIkhNzJTOZI5p7u3x8dpqfSCbBKYFb7/XrNK5ma6u6q6u56qup56nk4W5KSkhLBb6Wlpb/YKPS/5XclnH8s6wYAYCw2MDYHpAG+iIhRukd315f4Pu0jNPT4Wse//I2lRvjF+ODykLZv0L9yB8BisKNZZ0dIPNc50C3CXXf+BKRqDfwSe+KxK1MAANqzlaBoCkF9otD9w4tw2lwwVpgQlBgAABgg5fStLMOi4bIBoV0DsPLTSXDZLDBXlbr9A697cZmgLHOO5AjSPqzjLNlaP2SHn+ceRMbuBOtiIFHJoZwhFAaq4Yzg2JBdQg9NrpeEno4+7z7E/X/zmUKoeyciUcfvO3a67JBK5Oii4AxZXC7WvWTY6fu2w0mWTg6ELuswAgfcA7pFgEYe5/KaTFVQq0MhkcjgG6hw15tx2CGRK/DWg/8RnG/JAaEbU59nOccl9T9fAa2UIbhfJ8gpbknXZmXc/pAvvRXhvkbT4Wz4pKcCDwgtmNUTuOdCX5QLq7YawSlDIVNroI8TxghO/tjoPqe7zWuEsbej99ajqbYZVq0FIT044bV6+kRBvpW7hM/3at1guBwMsbWq4AtuTzbjckJXmIPg7unYvVYYmxoAJnz4miAtmMoXpK0ZItwaRb/AQn/8KHySe0IezJV7Vg+hkEmOFXqaK/6LGrbSKsjjItzCN3GpMERlA2fPCePRc2DMNvgNTwGtkMNPZoXL4SIGH1cmCS2Zdx3/uyDt/vXzYDh2DHAxCBzLzdDGfskt79ia7FD4cu/OoT8PERyrviJ0d1r+YABcFjMomdy9537biH8K8gHAG6Vc38EyrHvW7XuNm5Ubq4qgiUgCRdOY6iu8B3vHtyGUhY7+bg8d5Fs7JycHs2fPFqRHR0cjMzMT4eFtx0v3xNISIUyl4t85pVIJq9Xq/l2p5AdGKpUKDMPAbrdDoej4bWhep3NuS4H/zjvvoFevXkhLS3N/qqo4HVhFRQVmzZqFtLQ0jBkzBocOHWrrtARNZ4rRnMcbyDSbanA251OYPEKtAUDZZTsqykiDIJfdhb2v/ISfl+US6c0s31myLItDKwqwf5HQx68u72fU5/wIl503cCrfdREXlh6Bw8QJlFOr8rD3+Uw4zOS1izMrsfGxTJhqLWBZFjVHd6F895ew1JF6o9MnrFj/Kdl5m0wMdu4knW8U7buKsqNknV0WOyr+vg2UlJwpVTUXoMnhEYaw9gqqLhwk3FfqCrXI33gepgoPF4esC1r9FWj1pOtP409nUb1oI4yHeCMuk6UOJ4pWu6MfMQyLt5+rQUUpuURosehQXLwHdXVc+zZfKUTDob3QZZP+zxnGhXO5X6K6ivcvzDhsqDi4CS4rbzDVWO9A7hEjLp1sch/XcC0PtaU50FacJ5YiK/ddRMmXx+GycPemusyGP00ugtNBdkLm7LNo3PAtTD9yPpBZloXRVoe65ivEUp9NVwt94RlIldzs3aqzoCqrAvn/uYCmag+9I8ugSk8+T03ORtTZyvi6ORkce+9nnP70LJHP4bSi3lCEKi2ZXpDvIOqW9XkBDryfS+i7AUBbmINrP38DUzV/DysrXXB41NnlsKHy550wXs13G2Y5LQ7Unq7CpfV5sDTwsxyjowFVFj6Eoa26Etr9u9F4mAxfyLIsrIxwgFdtuIirWu6esk4Xav6+HrXL/gPGSpZbZyyDvomMtdycVwLdruNgPGKtn1lzAc115CzM4jTB4iR15ZUVLjTU8zp2SqmE9fJlWK+ShlVOqxO5a3mXni6XA1Vlx1FXeQZNRo+QqC4LGppLYXN6+CmgaVRuX0uEr2RZFsX5duTmWIm02iPFKN9G9kP6q+dRfOBT6Er59D17rWhsJJeXDbYa2Fx3wH1nBxmEDR48GIWFhYJPZmbmLRftuuC9Loyv/69Wq92/22z8hMBisUAqld4RwQx4kXC+kQL/0qVLWLJkCXJzc92fqChuu8P8+fPRp08f5OTkYOHChXjllVfcgrs9TMcvwnyOHypStBSBwUnQ60oIP7uRMVL8/Y0G6HX8C3n5h3L0fqgrBj2fSpzTDv4mUhSFMQt6IbizLyweHZ3LbgMtU6Dz1DmQyLkHg3EycJrt+MOySZBpuJve/5kUpD3ZC8UePnFZhkXFmQbMXD8SmnAVF2FnSAYi7p0Mbe5PcNn564eESTB0FDkDk8ko9OxJLnfGDYnEgYXHkbueG127miy4+tYGMFYHaI+ZhIOxgqakkHpEeNKEJ8JYU4yLez6C08a95EHdgmGqMmH3zB2waDmhfa36BIrK9iFAwzs3sZXXwpxbjLDnpsA3nY8SpG8uR5+4B936NpqmMO+vIai86uHFjHHCaLwGmpa4t5v4du2J2MfnwVJeApeF7+j0+lLExY9AdAwXdMRpacLl7Z/AZmiA3I/Xgat8aFSV2XD5nLnluhJUFR5GY9Ul+IUlkktYLJDy/iRIWlxKRnZW4ImFUbh83sPy2GBCc3Yeguc8DL9xwwFwzwQFCvVmcooiDwhFaN8Rbj22sdyAIwsOQuGvgG8kvySrt1ShspEMjOAjCYDM457QUhqjFo2AT6gazbV8O7CsCxabHs3WBuL40hIXTp/k2za0qz804SqUHKt1GygxLidMFQXokjEPftGkSmbfPr5Tk8gU8O/cE6V71qDy2LcAgJpTVTj0wj74RPpC5eEkRCMNJqJpKaNjETvvJTj1ejh0/ACQoihondVgPAYzFocRTpcdGiU3M2IsNgRMGgZZeBAM+7PcOyvqGgtwoeQb+KnJwC2MxYaYhY9A6sfrYZX+Cuya+wOaPQYQOlsFtDZSsAcGUfhytZkwCAueOhW0klx2rjpTh+L9ZeSgruwYrBY9VD78cnyFPg96SyUUUr4sEoUSDl0DKr/50i2gnQ6gpsoFk+G6xzgWBR8fxoUPDyB8JH9PHGYjGssvIGH4LAR25h0HDUqXw2wmBZ1C4oOztd8RbdshMMyv+3QgAQEBCA4ORmkp38+WlpYiMZGzp0hMTBT8lpAgVPl1FF6zrN2eAp9hGBQWFiI5OVlwzJUrV1BUVISNGzdCJpNh2LBhGDhwIPbs2dOu0p51MZD4KEF5OGbw8Q2DT5IwOo1CSWPZ+ghuWbVlFarr+M4enTX/8ARS5FKYREZj3Ou9Cd/FrNOBuClPQyLnR16Mw4W+fxtL6OWkCgl6ThMaj4x4LYUQFFKVD4JThgApQ4jZWFyCUOeoVFJISiJvt9JfgdEfDkF4T05Q0SoF/If1Fjq7oJWIUJNOViiKQtyAqbCZGiBV8B1v/5fSETcqHqpgFYwAOkUORnhwL3fsXgCQx4YhYr5nRCdOQMSGCPdKR8TIEBHD14empQgPT0F4OOm1TB2XCFWneDAeI92AgHgEBfHllqp8EdJnKNDKWEqplmDCLPL+dU1/FAqfIKItWJZF8ksjIfcnBz5p95L6UkqlRNj8JwR10ShC0TOUfM7UEZ2I8H2hKeEY9+UDCEgMFBybHEW+GxRFIVBGGvTIfGS45y+D4bTyMy+5zAedwoSezMZNIIVKt1HRgjxgGcTf94RAXxsdLUF0NNkOvtFJiB05HZpYTn0UPaQT7v9sIoJ7kh69KIpCoJzcS6yIjELUk3PBmElvd61jb6tkfogN4pdlJRo1/McOAokToQFd4aMKETgICX1kFORRpE4/emAE1CEq+HgMIKJ9hP2NWk3jtYWkwZw8PBwBo0aSZQxSote0rnA0OyH3lUEikaHvPfMhkZIzrs5BA0BTQl2+pkcqJEoV0BLNWianiME2RVHo9GAq/HtEQBnCD+CkKg3ihwoN3oKChHMwpVSD/hEPCozobjte7oTkgQcewIoVK7B8+XLo9Xps2LABr732mvu3NWvWID09HVKpFJ9++ikmTZp0kzPePu6YcP6lCvyysjJYrVYsXrwYZ86cQUREBObPn48RI0agpKQE0dHRhF4gPj4eJSXtK1AoCY2I5269gSWtwvD9t4YAnjo8qVpo1OXp1L81ntdqHctVmPeXvWSd7+E7SUpCI3jCAMGgoD1U/mFQ+ZMdLy2lEd6Xn61QFAVlK9/PHWVMQVF0S6fWUpY2DMKCkgfeUv2UvkJDOYqioAi5uTFhex652kIRQA4KKIoSCGYAkEoU0EjCBOntIVXenleblv53HrqCuvNblCiaEgjmG0FRFCQ+t26seeNz0fBRCg3rWgtmAAhKDHDbd/wSFDHkLojQ7kEI7U56HWstmAG0KZgBIGTomJu+Iz6xgfCJJZ+T/7pvor1mbnZHSUtLw+rVq9G/f3+8+OKL+OCDDzBu3DhQFIXHH38c48Zx4TxnzpyJhoYGTJs2DQ6HAxMnTmxTz91R3LF4zsePH7+hAv86f/7znxEYGIgFC7j4omfPnsWyZcswf/589O7dG0eOHMErr7yCLVu2oKCgAGvXrsWOHTvcx3/88ccoKyvDsmVC46jvSoSxUf/focfc/7MOByCRIGkT1yQ2mxEsy0CpDEBTFNdJeRrlDH2FdzTgtLsgbdk3/XSwMNrLjEWvCtKa4ri/hp+PQuLnD5/kHuiytkGQL3oj6cCDoigcLOwGV7MFrNUGaXAAACDua+HLXteXExT6vBw4jY0ISh+BqDNt33JpptCzWfmWXoK0hBfqBWmWntECI7E5/9ouyLd+6mhB2v/tEMZjdkHY0VQ52rag/X5m65kTgMJSQdLlLzjPUU6dEdIgbrY7s6cw3q2VkYFlWZi1NviEcAO/Ib6cpzSng4VUxpXtnKUTl0/vcLtq3VIiNLaZ3423g7A2u6D0kWDLbK4dWrfZm1+vFRz/+svPCFxbGuKFHWtT3PW9+EZI/bn6zbvvgCDf90/dI0jrt/IsABBGYQ5W+Dwd/IwzjGyuvQqHqREBSakAgDFzjsFQyQ2+A2K4ZdpT84Rtoe+ihtVQD6U/PyiZ8ZowfvLay3+AuaACzefLEDi2H6QaFVTfBMBhMcFhNUEdyA0qG1t2z1muXAbjcMCnezL+L+NHwfk+zeQ89LmMJkj8+Nlv91VcmEUWrHsW+Y996wXHT9z5kvt4lmUg9ffHnklLBfmem/sC7LYmd1AWACibzJ3XWngFEj9fyCLD0bWrUPXW7JDDUqmDuaQewUO51Yc/Je4X5AOACKnQOG7WuvlwGPVoupiHgAFDQEmlCM9xwGFvbtmSySHT2wWC/Mejb7R5nV/LGN9Zv+r475vW3aaS/O9xx3TOv1SBn5qainXr1qFv376QyWS47777MGjQIBw+fBgqlYpQ5gOkQr89LM0u7PqygYjr69TpoV2/3b18x7IMCvK/QcW148SxDSUnYawmPf2wLItT6wqJtNoaF3JPkQYqLrsV+st5uPrDRtib9O500+lT0B8hDdksDiPhrQwAGkv0KNrJX9u48xBq3lsNRx1p+VlVfgJWC3mstbIMxou5xFYQu70JdbXnYLORhi821sPwhGFg/CkPpp8vwFJcAcbCLxsb7LUwOnhB7XLZUXH1mGBv44m9OsFs1eoworAmk0g36pz47C/lbuMqlmWhq7Wj4FQTkc9idCB3Xw2pMmAZ1OjJMIsA0MyQnRjLMNB9TXZ4drMTpSfqUX1J777u9387jQPvnRacb/e6Bnyzih8snd1ZgS8e/xlOD29ztmv1MB7Ph/7wOTRf5I2FKgqb8c7kXJhN/JKzznAZFit5r1iWxRfLdLB5PJ+6qoswNJBevrRnf4ahKI/wjMWyLLRbvyHy1V9tRvEJLRw2Pp/BdA06QymsNj2R99yOMsIgzGl3IXfTZdhMpHFic3UJrh3eAouWFzL73j6NvO0edhIsC21jMZrMte5nwqytwKVdS6Avv0Ccj2VZHP9POXGfzYUVqPv6MCQq7pl1OWwo/GEVKs7sQWsMWT+jbtMGOLTc4NZQY8HlEw2oKTYR96Zx1x64mj1CdLIu5JR9JXjXKsqd2LSeNEZzNupRs/zf0O/iXcsaDAxhJOZ0WpGb9Qnqa84Rx7IMg8YtO1G3/HO4mrlBDONiULX/IrSny1vysLi2/hhKP/lB8L5Ul9lQWUruVtDrXMg5Rhp5Nl3IQ/3+nTCXcv2Erq4AecdXwu7xjtvsBlwo2Ayb/cZx6m8LYlSqX4zXGIS1R1ZWFjZt2kSk2Ww2KBQKJCYmorKyEnY735mUlpYSe9NawzAsTmaaUF/tgN3K3XxrYQlq3l0OaVCAOx9F0ejabRJYkA+If2R3FB1ag2tndrtfoMrcBlz8rozIR1GcdafDQ9CYrhXBWHYRTRVFYDystUFRCH/kMbdjA7vLglOVm6GQ8qPviqxKfPfEHgR3DXKfTxYXCVVKV+i3fA+njhdCat8wnDzyD+jq+QGDJjkV6s68/s5mMyHr6IcwN9dDoSD1aEbwwp6iaah6doZux1Fce2ON21uRi3HA6GgA7aEZkUoV0DeWIv/8ZsJz1LljBhza7CHEGSdqjYVQSH3c7cu4WJzY34joRCWcLULXoHXirw8WgJbwS3bGehveGcF5v7o+w2NZFvkV+wUGTyzLggE5ULAWXEVT9kW3Mw/GxWL97GM4sf4ywrr4tdwOCkOe7Qm/SB9cO0WuEtitDMbO5Je8e42NQtrUTrj4Pe+3XRYeCGt5Hao+2Q1LIW8NX5htwBMfdIFaw7cZy7I4X7yFaK+CczZEdpLB6TG20wR3xsWfP0dtGb81zr9rCqoObsOVrz+Gy8Y9T03ZJ2HJJweKwbFq5HxTiZWzToJpcTNZp8tHZe1JOF38RViGxckNl9FQwnfaUrkErIvBFw/shbGaV0vZjTrE3fcoVMFRfJvNTYYmnNSNKhT+yL2wFtV1nPWwRK5GdN8J0F45BYu+xt0GO94rwNVzBmJGFzSmL1SJke6dAxKZAkkjZoOWyNBUX+bO5zSZ4NBpETVnHmQtW7E0YUqUn9Xj8yf51S0AYKxWaDdscnv8oykJkkLvhc1B7m7QaRkMGcary1xGExp37YEyKRGKhHi3i1GVksKHb/He+GhaisTkDOjqC2Gz8u9k8/GTkIaHIvT5/4PERw1nkw0nn9uE8m25CEptiWZHU0h8aRx8ukTAeo1/B88eNWHxvKsIi+bVJU4nixNHLKipJLeNNV/OR9SM2fDpwunMFapAhMf0Q2XJUTAMl5dhnJDLNaiuPe3eGdFh3CUPYb8FvF7pQFEUFi9ejKSkJKSlpWHv3r3Iy8vDokWLEB4ejqSkJPzzn//Eiy++iKysLGRnZ+Ott95q93w0TeHeiQG4d2KAO00WEQpZVDjU/cglXJUqCHFxw4g0udoP0aljoQntDIrifFrTEhpdRsYQew7DwiXImEx2VAGJfRCQ2AcswwWhuP5aBU+cBFkgr6OSS1QYEDODcCYR2iMEPWYkIzg52H0+3yFp8B0iXDoMCEpAUs/J8A+Mx3XbV3Vcolv4A4BCoUFa/7nQ+AlDLYZSpLGOLNgfse8+iaZThZD4+QAwQ0LLEOvTU3BsdKfBnKcoD33vfQ+HwT+Ur4uEliIumAxfSUsojJ7JL3W6AASEyPCPfT2h1vDn8gtVYN5X/RHTgzfCoigK8WGDBQMpiqKgocilcGeDHvKoUDgq6qFIjAYtoTB5UT/4R6gI+wBNuAqjFqQKPHVNey6McAAhU0pwz+xEuDzy0XIpwmYMQ8Cw3i2Gh5w/5mEPR0AqI8fDalUI4qOHAR5lT05RIjmFNNaSKzWI7TYK/qG8Zy6p2heRI6aAZVyQKJRgWRec9Q2QBZP6TpqmMP39XjDUWkG32FAkxo4UGEtZTQ70fqCT26XqdVIeSoLSTw5NBP88B/ccDFUwaQndaUAoAuNInbGvOgz9+zwNZYvDE4UmCOE970V4z3sJq+f0h2Lg9JjZAwCtlCPiadIITqkJQdLwJ9w7BADO0DL62edByzwNBymMfCYJ/SZHu9VNACALDYGjtg4uownSAM4WIti3MxiWvHafNFLXLvHTIHSWcP+7XEFh8fJA96CCpqUICe+FkPBexOxX2as7fO/h93hLfRWInZICZYQfKI/gFxKlDN3emgK7lp+19xnii7fXxRMRtaRSCmOnkG3NOBwIy5gGeRCvV/fRhMNHQ+75VatC0DVhvKAuHcJd8hD2W8DrhXN6ejoWLlyIhQsXoq6uDvHx8Vi1apV7k/mKFSvw5ptvYtCgQQgJCcHSpUsRGRl5k7OSSPw1CHvpKUAiXEiQy4UGKpE9hrf8xwnnqJRgRKUIDYjag6JpUB6LFqrOwshYSik5m1X4K9D/uTbcPbZDZCxpnUvREqhjyW0Afv5k7OYbQasU8BsqdKbRmrbcOib0FroPvFU8BfN1PAXzdVSKgFs6n+beNGjuJQc0IfFCl5XXue4r3f29HcM8ibSNZyeSFJKtBTMAqJVBUCtvLWRhbPf7BGn+3fi6UBSFwInjETBe6LJQKqcRHMure1oLZgBQ+csx6ClhRCeJjEaPiZ3JvMFtv2OaMKETFVU79fOcJUd1a/seqLvFtJnuuUPAc2DbGv8IsjwBGeMI393Xac8461aQStt+JoidFQH+gt+jxgoHtwBAyyRQRni4pqUpBITc3MiQlskIwSzyv80dMwjzBoY+8A8AnKN8pZobyVcN5V9Ke20tZCEhCCgRvqj+MyoFaYppQqMMADBv4c7N2J2gZBJQFIWKvEgwdjsomcz90j42+ojg2JwM4T46+1rhy19+PAaM3Q5LyWX4dOesYuL2cbMJTyOjJ7/cJTh2+VvT2yz3/a8fFRzvYEj/4BRFIfvVAQJDptKpws4+PKFBkC/wCaGea8ABvm2dNhekCgky3xYaLR3+ZKUgDQBmlw+Hud4MS4MZAUmBkMgkOHqxJfye2QrGYoU0OAAvD/pBUL89jwuv88ymnYK0HvJaQdr/vfQyGJcTAAtawnWeaQuFRnXNTg8/yS3XPlzcRZAPAPyyOWFi1dVAERjO7Y8erYWtSgdFFC+ElvbcKjj2LwuE2wf/tvjzNq/TmlNm7rkzG+xQ+3OzxngFHxXtenstOPbHNo+XXHWBZVhIPLwtuaROgSDs3u8qrNpmKIP5ARvznFAwv7lb6LntsW3CcKrqSnKrG0VRrXfKAQBCMirce7c9dz7odnDCn3W53GUNnHwNlio91NH8qouUEs4AtZu4Vaem6itQh8aClsrhU+OC3dYEmdyHV8U8JfTmNiiqTJD272hhNKpxScIY4ABgHik01FR9f1aQFvczVyen1em24D/1eSoAwFR5Gb6R8aBoCXJXvdzmdX4to+Uzf9XxB+xf36aS/O/h9Trn241RdxWnMxfDbCI7W1dzE2q+XAPtrm/dafUXj8FqIHWOjNOF6r3nYa4kDUiux0v2pOzLY4RgYqxW6L77jjSCqrGg/IyWiLoEAGaHnvhurTWi7nARHMYWV54sC+2P+1C98QvY6/iYrTa7CZeKt8Pp5HXaTgcDbY0d+noHnHa+jIzLAW15HqwmUleb+40wlFxRZiUOLeONeK4U74G2oUCQz1J4GaafstzfHdomVG/NBuMklw0tLqGQNtVbsW7WUTQ1XK8jg9qyHDjtrUNvsrDZyPYq2V2EI3/6kZjpsi4XGj79Gg0rNxJtnruPvPd1jQVosggt0CtLrDi8gzS2q60h61FTkoWinI2EURYAmHVWHHo3B4YKfnnSarCiaAcZH9tR34imn87AdIi3GnfZbSjb8yUqMrdwXrKu1qPohc9hzCENEQGgttKBhlpe72isL4Gh7rIgX2GeRZB2NsuMI3t4wVFTbMKHwzJh9TD+aqxz4F+vlIFp9Xw663XQf/sDTJmcQDFkZ6Fy1Qo4Gvn2MuWcRO269XDU8W1rrjbi2OyvocsjB7ssy8JsbxToQL//tglV1xzuPE15eTAXFoCxtDKEuloIQ9FZ/jpVpTCVXoLD5BEqkQJKvzgGxk7qaW2GBtTn8QPl6r3ncfrZr2Gp4QffTosdTaVa6HKvoTGP98jntJlxee9nqMrZC5Zl4bA3I+/oCjRU8Q5jGJsDtkotms6VofkiH/facM0EbXEj6vO1hPrEahUOBFrPoRx2M+oqcgXPXVt5LY1W7H3uB9Rf5N9zq74OV3avRP35n1offnthmV/3+R3zuxPOmsBYdO4xAXUVvCUu63SifstmKGJioOgU5zYWUYVEI3/r31F9+nuu86hoxMkn10F7ooQYVbtYJ0qseXCBf1F02VdQs490tyj180Pz2Vw07t3jfoE04Uqc2lKGf08+BLuZ7zTqrWW4YuCNf5ThfjAW1ODolJWoPnCJi84zYjT80+9B40+8pTfDOCGVKnG18ihcDN/J/m1GPrJ2a906x+bGKpzZ8Q70lZeg1PBLYed2lSP/ALnN48qxGuTvr4BMKeG2nbAMaFqGmupc6LScwGDMFtSt/BJ1/1oDVS/egYM8RAPTpUpcmr8elgq+466xXkajnTeictpdOLqqEF2GRbgHEBRFg5bIcGrf+9BV8e4QK6tdyD5DWulHD+2E6CGxxGBIv/0AwLLwGZQGtsXKvKqoCZlflBPHGpqv4WptFkxmj7jYDQ78uFkLq5nsINavaUZ1FXefWZaFXKmBRKrAtYIf3YOz5nozcladR1O92e0WsrmuGfvn7odE4eF5rVYL496j0P1nH5pP8M9KzfHdUIfFIKBLKgAWoCmETB6I2i0/w1rBe9CqKLVj4790KL7At4VvUCcUZ/8HV05tdRsAsSyLFW/WEQLW5WSRd8KMyFhetxrRRYP0mXHQ1/DnkykoxHZT4cwhXlDZyyqg37oPzUdyYC+rAMuyoGUyyIJDUL99K+x1XDs6GxvhqKuH9tudsFzhLM1ZhkXclD64vC4HljqTu3y55VtRrj0FCc2Xx6h3obLc4fY1QFEUlPHx0H67A2Vv/RXWa+VgnA5UZX6Dq7vWwLcTvxqhDIuG9uwxFH7+DgwFp93H2xvNOPfn7XA0tfhPrq/AlW9WQO7Lv89B/TsjakJvlKw+xuvFaRoN2aU499ZuVP/A+6tuvHwGgYlpiOw/ltunLVUirtsY1JafhNPBDSAsV6pR+OxK1Gw4DLnH6gfjcOHohzn44c9HQXn4U9i2m3TEAgBaVxWsDJ8uk6th1JXh9OElRLxqA9NAhO20N9lx8l+5COkeTAht7aUshKUMR0hP4crR7YRl2F/1+T3j9Trn2w1F0YhOGAq7lZ+5sS4Xwh9/wr2sRbVMUHzD4xHaYzB8I+K5jiHSH/69oxH3COm8X0JJkaQi9ZjNZVr4dBbqf5RJSXBqdWBatoBRFIWMN1NQmtMAuZq/HTG+vQQz8cQ5QyHxUSDkD/GovghIVCqETpgMe12Nh/VoILolTCCOk8poLNrdC2pfXjCo/MIQlpSO6J6kHlOmlKLrcNLrVOI9EUi8h0+jKBoJSaRek1aroEjsDFlEGGH1DgARU/qjfl8elFGBALiZZKyqJxE7WyKjMf6vpNcvAAiJSYXFWAvfQN5wLSZKipgo8tENSAxEl6m8vpR1ueCfMRK0inT+wDIsUkaTjjG6xAi9wwWEyDDrdaHHrOde9IVazQuLkNhUhMSmcudu6fx8QtUYvpA3eGt2AlKFFEHdghCexhvnyMKDETzrAQQ9MgGOWm1L+VwITx/n9rUNAMrYEEQ+Ohx4FHCZ+ZllTLwcL39AGvvQEilieoyCTKlx65UddhZPvx4Kp4OFXMGVXSKlMOsl4fM57pXuMBt4C25ffykmzY0gOnZ55xiEPPcIN1AzW7hIb4Pugf8gsqMPGj8OQePHEWk+0f7oMpt7f1w2p7sde0aNh1zqQwyu/AIkePIF0qBP6ueHyLnPQJ+ZCUVUNOgaKRTBEQjs9QdIVbx9CC2Vo9MDT6I++0doEnoCLaaRQQM6Q3eyzG1/xzgdkCh94BPN20oow/2QOPdeOM12MA4XJHIpJAopOs/oj+gJvWDX8Ss5vpFJCPUQcDQtQVhsX4TGpLrjkqu6RCNqzhgEjUkjYqcHJgRg0uejobusJ+r96DThMn+IVPgsxnUfA1mpD+RK3gbDnybvqdxXjnv/QvoBYFkWwcnpUAbePDiEyN3jdyecryNX8i8AfQNH5tGDJrU4f6gELaHR7dXRt+SJJ3b6QMRME7qjDHlwmuB6crUU3VoJRAklFejOKJpC/GPCqD7ysJvHZPUUzADXiXdKnSDIlzw6SpB2q/iPHsE5cmmFpncsND1jCF2flCatYdtrU4qi0KnnzcPgURSFoK68UR4lkYBSCW0HortrEN29fQOwm+Hj0/5i042eC4W/AkPfHtp2iEGpBPJobsBA0RJCMLdGor650/3whEHEdeQKGinpN977fx1aQsE3SHiNtkMjUqDaCLd5q3i6rFXIbt0zmDQgEMFTprrLFJwypEX3T0JLpAgfTD47oUO7IGx4N/d3n8h4dJn+MmiJsCuUqoXe0WQaJWQaj0hFQW2/exRFu8Of0jIJQjIGtJ2PphDc9dZDdxJlkasR103o1OdmUBR15wTz73xp+tfwuzIIExERERER+V/gd6dzFhERERER8XZE4SwiIiIiIuJliMJZRERERETEyxCFs4iIiIiIiJchCucW3nvvPSxevJhIe+edd9CrVy+kpaW5P1VV3B7giooKzJo1C2lpaRgzZgwOHTrU1mnvCm3V5fjx48jIyEBqaipmzpyJ0lI+etClS5cwbdo0pKamYtKkSTh79uwdLvGNycjIQEpKivseTJjAW5nfqF7eiLe39c1Ys2aN4J04deoUDAYD5s2bh379+mH48OHYulXowcxbOHfuHO65h9/+dKOy2+12LFy4EAMHDsTgwYOxcmXbXuruFq3rcv78eSQnJxP3Z9WqVQC4LVQfffQR0tPTMWDAALz33ntwuYROTES8BPZ3jk6nYxcsWMB27dqVXbRoEfHb9OnT2X379rV53NSpU9klS5awdrudPXz4MJuWlsZWVlbeiSK3S3t1qa+vZ9PS0tiDBw+yNpuNXbFiBTt+/HiWYRjWarWyQ4cOZTdu3Mja7XZ269atbHp6OtvU1HQXa8JjsVjY5ORkVqvVCn67Ub28EW9v61vh5ZdfZj///HNB+vPPP8+++uqrrNVqZfPy8tiBAweyubm5d76AN4BhGHbr1q1sv3792IEDB7rTb1T2RYsWsbNmzWKNRiNbWlrKjhgxgt2zZ89dqgFPe3XZvHkzO2fOnDaP+eqrr9iMjAy2traWraurY6dMmcJ+9tlnd6rIIv8lv/uZ88yZMyGRSDBmDOlUg2EYFBYWIjk5WXDMlStXUFRUhHnz5kEmk2HYsGEYOHAg9uwRxpm9k7RXlwMHDiA5ORkjR46EXC7Hs88+i7q6Opw/fx4nTpwATdOYOXMmZDIZpk2bhpCQEBw5IvT7fTcoKipCSEgIgoKEwQ1uVC9vxNvb+lbIz88XvBPNzc348ccf8cILL0ChUKBPnz7IyMjAt99+e3cK2Q6rVq3C+vXr8cwzz7jTblb2nTt3Yu7cudBoNOjcuTMeffRR7Nix4y7VgKetugDcykz37sLgJQBXl1mzZiEsLAyhoaGYO3euV9RFpG1+88LZ6XTCaDQKPk1NnKeqtWvX4v3334daTTpTKCsrg9VqxeLFi5Geno7Jkye7l65LSkoQHR0NpZJ3RhAfH4+SkhKvrEtJSQkSE3kPSBKJBLGxsSgpKUFpaSnx252qiyc3qtelS5cglUoxffp0pKen48knn8SVFleQN6qXN+INbf1rsFgsKC0txfr16zFkyBCMGzcO27Ztw9WrVyGVShEby3tx88Z6Pfjgg9i5cyd69+7tTrtR2Q0GA7RaLREf3lvq1VZdAG7wdObMGYwcORLDhw/H4sWL3fHuS0pKBHUpLS0V+OIW8Q5+8x7CcnJyMHv2bEF6dHQ0MjMz3aEnW2M0GjFw4EA89dRT6N27N44cOYIXX3wRW7ZsgdlshkpFhqJTKpWwWq1tnut28UvrYrFY4OtLemBSqVSwWCx3rS6e3Khec+bMQe/evfHaa68hJCQE//73v/H0009j7969N6yXN+INbf1raGhoQL9+/fDwww9j+fLlOHfuHJ555hnMnj2bGKgC3lmvsLAwQZrZbG637NefI8975i31aqsuABAYGIg//OEPmD59OrRaLebPn4/ly5fj1VdfhcViIeqqUqnAMAzsdjsUN/CSKHJ3+M0L58GDB6OwsPC/Pi41NRXr1q1zf7/vvvswaNAgHD58GPHx8YIX1Gq1Cmast5tfWheVSiUor8VigVqthtVqvSt18eRm9ZoxY4b7/5deegkbN25Efn7+DevljbRV3jvd1r+G2NhYbNiwwf29f//+mDRpEk6dOgWbjYwm9b9SL5VK1W7Zrwsyq9XqHgR6e72uG38BgFqtxty5c7F06VK8+uqrUCqVRF0tFgukUqkomL2U3/yy9i8lKysLmzZtItJsNhsUCgUSExNRWVnpXi4CuCVLzyUjbyIhIYGwYna5XCgvL0dSUpLgN8C76rJ582YcP37c/d3lcsHpdEKhUNywXt6It7f1zbh48SI+++wzIs1msyEyMhIOh8O9kwH436lXXFxcu2UPCAhAcHAwcc/aUk14CwaDAYsXL3aruQC+zwKAxMREQV0SEoTx40W8A1E4twNFUVi8eDFOnToFl8uF7777Dnl5eRg3bhwSExORlJSEf/7zn7Db7Thy5Aiys7MxduzNAzTcDe6//35cuHABBw4cgN1ux8qVKxEREYEePXpg0KBBsNvt+Oqrr+BwOLBt2zY0NDQQ2zPuJnV1dXj//fdRXV0Nq9WKRYsWISEhAd27d79hvbwRb2/rm6FWq/HJJ59g//79YBgGWVlZ2LNnDx555BGMGjUKH330ESwWC86dO4fdu3dj4sSJd7vIN8XX1/eGZX/ggQewYsUK6PV6lJWVYcOGDZg0adJdLnXbaDQa/PDDD/jkk0/gcDhw9epVrFq1ClOnTgXA1WXNmjWoqalBQ0MDPv30U6+tiwjErVTXWbBggWAr1ZYtW9j777+fTUlJYSdPnsxmZ2e7f6uoqGCffPJJtm/fvuzo0aPZzMzMO13kdmmrLllZWezEiRPZ1NRU9uGHH2ZLSkrcv+Xn57PTp09nU1NT2UmTJnnVFhi73c5+8MEH7JAhQ9jU1FT26aefJras3ahe3og3t/WtcPDgQTYjI4NNSUlhR48e7d5q2NjYyL7wwgvsgAED2GHDhrFbt269yyVtnxMnThDbj25UdovFwv71r39l09PT2UGDBrErV668G0Vul9Z1KS4uZmfNmsX27duXHTx4MPvxxx+7txY6nU526dKl7JAhQ9iBAwey7777Lut0Ou9W0UVughiVSkRERERExMsQl7VFRERERES8DFE4i4iIiIiIeBmicBYREREREfEyROEsIiIiIiLiZYjCWURERERExMsQhbOIiIiIiIiXIQpnEZEO4tSpU3j00Uc77PzFxcV48MEH4XQ6O+waIiIidwdROIuIdAA2mw1vvPEG/vSnP3XYNbp06YLk5GSsXr26w64hIiJydxCFs4hIB7B9+3YEBwejT58+HXqd2bNnY/Xq1TCZTB16HRERkTuLKJxFRG7Cvn370K1bNxw5cgQAwLIsZs+ejSlTphDBTzxZu3Ytxo0b5/6+fft2jB07Fps3b8bIkSPRq1cvzJw50x2bGgC6deuGrVu3YsaMGejduzfGjx+Ps2fP4uuvv8awYcPQt29fvPzyy8Q1ExMTER0djS1btnRQ7UVERO4GonAWEbkJ48aNQ0ZGBt5++200Nzfjq6++Qm5uLpYsWQK5XC7IX1JSgrKyMgwfPpxIr6iowHfffYfly5djy5YtMBgMePfdd4k8S5cuxZw5c7Bz5074+vpizpw5OHjwIFavXo0PP/wQBw4cwLZt24hjhg0bhszMzNtebxERkbuHKJxFRG6BN998E06nE2+88QY++ugjvP766+2GDjx37hxUKhViYmKIdIfDgb/97W/o1asXevTogYceeghnz54l8jz00EMYOXIkEhISMGnSJBgMBrz99tvo2rUrxowZg+TkZBQXFxPHdOnSBXl5ebe1viIiIncXUTiLiNwC/v7+eOedd7Bv3z70798f06dPbzdvQ0MD/P39QVEUkU5RFOLi4tzfNRoNHA4HkadTp07u/1UqFWiaJoS8UqkULKUHBQXB4XDAYDD8orqJiIh4H6JwFhG5RS5evAiJRIL8/HzodLp281EUBZfLJUinaRpSqZRIax0UrvXvFEUJhHxrGIZxn19EROS3gfg2i4jcAhcuXMDKlSuxZMkShISE4M0332w3b2hoKPR6vUDwdhQ6nQ4qlQoajeaOXE9ERKTjEYWziMhNsNvtWLBgAUaOHInx48fjvffew8GDB/Htt9+2mb9Pnz5wOBwC3XBHcenSpQ7fsiUiInJnEYWziMhNWLZsGerr692z5T59+uDxxx/H+++/j5qaGkH+zp07IyEhAdnZ2XekfNnZ2Rg1atQduZaIiMidgWLv1NqbiMjviI0bN+Kbb77B9u3bO/Q6BQUFeOSRR3Do0CH4+fl16LVERETuHOLMWUSkA/jjH/8Ig8GA06dPd+h11q1bh9mzZ4uCWUTkN4YonEVEOgC5XI4PPvgAH330UYddo6ioCAUFBZgzZ06HXUNEROTuIC5ri4iIiIiIeBnizFlERERERMTLEIWziIiIiIiIlyEKZxERERERES9DFM4iIiIiIiJehiicRUREREREvAxROIuIiIiIiHgZ/x+s9DeW6sNvFAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "import discretisedfield as df\n", "import micromagneticmodel as mm\n", "import numpy as np\n", "import oommfc as oc\n", "import ubermagutil.units as uu\n", "\n", "np.random.seed(1)\n", "\n", "region = df.Region(p1=(-160e-9, -160e-9, 0), p2=(160e-9, 160e-9, 20e-9))\n", "mesh = df.Mesh(region=region, cell=(5e-9, 5e-9, 5e-9), bc=\"xyz\")\n", "\n", "system = mm.System(name=\"Box2\")\n", "\n", "system.energy = (\n", " mm.Exchange(A=1.6e-11) + mm.DMI(D=4e-3, crystalclass=\"T\") + mm.Zeeman(H=(0, 0, 2e5))\n", ")\n", "\n", "Ms = 1.1e6\n", "\n", "\n", "def m_fun(pos):\n", " return 2 * np.random.rand(3) - 1\n", "\n", "\n", "# create system with above geometry and initial magnetisation\n", "system.m = df.Field(mesh, dim=3, value=m_fun, norm=Ms)\n", "system.m.plane(\"z\").mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Relax the system and plot its magnetisation." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running OOMMF (DockerOOMMFRunner) [2021/09/10 11:32]... (149.7 s)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "# minimize the energy\n", "md = oc.MinDriver()\n", "md.drive(system)\n", "\n", "# Plot relaxed configuration: vectors in z-plane\n", "system.m.plane(\"z\").mpl()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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gCILQK4mEuiMn+twFQRAE4TdG1NwFQRCEXkn0uR85EdwFQRCEXkkE9yMngrsgCILQK4mEuiMn+twFQRCEXklRju71UwoKCpg1axb5+fmcccYZbN269QfXe+GFF5gyZQojR47k4osvpqioKPze/fffz6BBgxg2bFj4VVNT8zMegSMngrsgCILwu+Lz+Zg3bx5nn302GzZs4OKLL+aaa67B7Xb3WO/DDz9k8eLFvPnmm6xdu5Zx48Zx9dVXI8syoN4gPP7442zZsiX8Sk5O/iWKdBAR3AVBEIReSVGko3r9mLVr16LRaJgzZw56vZ5Zs2YRGxvLypUre6zX0tLCvHnzSEtLQ6fTcckll1BTU0NdXR2yLLNnzx7y8vKO9WE4IiK4C4IgCL3SsQruZWVlZGdn91iWmZlJaWlpj2VXXHEFZ511Vvjfy5YtIyoqisTERMrLy/F6vcyfP5+xY8dy5plnsnz58qMq73PPPYfH4zloucvl4pFHHjmsbYngLgiCIPRKylG+fkxnZydms7nHMpPJhNfr/dHPrF+/nnvvvZe77roLjUZDe3s7o0ePZu7cuaxatYrrrruOG264gT179hxWGZubm6mpqaGmpobnn3+e0tLS8L/3v9auXcs777xzWNsV2fKCIAhCr3SshsKZzeaDArnX68Visfzg+h9//DH33Xcfd999N6eddhoA+fn5vPHGG+F1pk+fzrhx41ixYgX9+vU75H359ttvuf3225EktayzZs36wfVmzJhxyNsEEdwFQRCE35msrCzeeuutHsvKysqYOXPmQes+//zzLFiwgBdeeIFx48aFl3///fdUVFRw/vnnh5f5fD6MRuNh7cuZZ55Jnz59kGWZiy66iBdeeIHIyMjw+5IkYbVaycnJOaztiuAuCIIg9E7HaG75cePG4ff7efPNNzn//PNZvHgxTqeTiRMn9ljvgw8+4I033uCdd945qI9ekiTmz59PTk4Ow4YN4/PPP2fbtm08+uijh70/w4cPB+Cbb74hOTk5XIs/GpKiiKn5BUEQhN4nd+GDR/X54tl3/eh7hYWF/O1vf2PPnj2kp6fzt7/9jfz8fObOncvIkSOZN28eJ554IlVVVRgMhh6fXbRoEdnZ2SxcuJBXXnmFhoYGMjMzueOOOxg9evQR768sy3z22Wds3bqVQCDA/x+eH3jggUPelgjugiAIQq+U8/7RBfe95/54cO+NHnjgAd555x369euHzWbr8Z4kSSxYsOCQtyWa5QVBEAShF/j000959NFHOf300496WyK4C4IgCL3S7+3BMcFgkGHDhv0s2xLj3AVBEITeSZGO7vUrM23aND7//POfZVui5i4IgiD0Sr+3jLDExESef/55li1bRkZGxkGJfIeTUCeCuyAIgtA7/c6C+5YtWxg6dCjAQU+XO9zhcSK4C4IgCEIv8Oabb/5s2xJ97oIgCEKvdKweHNObBYNBPv/8c5577jlaW1tZv349zc3Nh70dUXMXBEEQeqffWbN8Q0MDl156KfX19Xi9Xs444wxef/11tm/fzhtvvHFYU9CKmrsgCILQK/3eau6PPvooubm5rF27NjxH/WOPPcagQYOYP3/+YW1LBHdBEAShdzpWz3ztpdatW8cf//jHHlnyNpuNm2++ma1btx7WtkRwFwRBEIRewOv1otfrD1ru9/sPmmf+vxHBXRAEQeilpKN8/bpMmDCBV155pUcg7+jo4IknnmDMmDGHtS3x4BhBEAShV8p44/D6mf9/5Zfe9jPtyf9GXV0dF198MR6Ph+bmZnJzc6mqqsLhcPD666+TlpZ2yNsS2fKCIAhC7/Q7q3omJiayZMkSPv30U3bv3o1erycnJ4fTTz89nGB3qA47uHd0dCBJ0kGPoxMEQRAE4eiYzWZmz5591Nv5r8Hd5XKxcOFCli1bxrZt2wgEAgCYTCaGDh3K9OnTOfPMM0WwFwRBEH5ev8LhbEejsbGRZ555hq1bt+L3+w96/8svvzzkbf1ocJdlmZdffplXXnmF5ORkpkyZwuzZs4mOjiYUCtHS0kJBQQELFy7k6aef5vLLL+fKK69EpxMt/YIgCMLR+71lhN11110UFBRwyimnYLfbj2pbPxqJzz33XAYMGMD7779Pdnb2D65z5plnAlBYWMgbb7zBueeey4cffnhUOyQIgiAIwO+uz33t2rW8/vrrDB8+/Ki39aPB/dFHHz3kqe769+/PI488QnFx8VHvkCAIgiAAv7tmebvdTmRk5M+yrR8d5344c9jul5ub+5Pvb9y4kdmzZzNixAimT5/Ou+++C0BbWxvXXnstI0aMYMqUKSxcuPCw/7YgCIIg/JrNmTOHZ555Bo/Hc9TbOqQO8kAgwAcffEBxcfEPdvIfygPk29ra+OMf/8jdd9/Nqaeeyu7du7nsssvo06cP7777LhaLhTVr1rBnzx6uvPJKcnNzyc/PP+wCCYIgCL8N0u+sWX7z5s2sW7eOUaNGERcX12MaWviZEuoOdPvtt7N06VLy8vIOGmt3qA+Qr6mpYfLkyZx22mkADBw4kDFjxrB582a+/vprvvzyS4xGI0OGDGHmzJl8/PHHIrgLgiD8nv3Ognt+fv7PFvcOKbivWLGCJ554ghkzZhzxH8rLy+Oxxx4L/7utrY2NGzfSr18/dDpdj5l3MjMzWbp06RH/LUEQBOE34HfW537dddf9bNs6pOBut9vJzMz82f5oR0cH8+bNC9feFyxY0ON9k8mE1+v90c9HnTmNtsXLADBkp5F49zW4V2+m6dVFAGjsVuJvvgKAur89oy6zWnCceSq2caNxvvU+7rUbADCm9iHpwkvRRUZR9+YbuHZvByRMaRmkXnQVGqORqg9ep3PHDgAsg4eQcOmlADQs/BfudbsAiDxlAjEXn8zAlFp2v/w9e9/aDECfmQMY+pfjifQ1UPxZKcWfldJc3AJA4mn5ZP9pBi0bymhaXYTObkJnN9HhjkdjNqMoMv6KKkw5WRizMogrs+HvaKZu6zIM1kj0NgcRnVY8bieutmpam/bi87SApKHfqAup2fstHc0VAAyZ/CfI60Pxh8/gaahU923ahTj6Dqey9Buav/xcPZ5JyaRdfzNKegf7rnuSYFObuq+3XIB1VB4npu/g9ZOX4GnxkXFcMqc9PQmAW+JWsHdvkLPOaOLrZbEkJGj5+sMQRoPEuWd0z4HQ2SmTeVwtmcMimXVXLj53iJhUM4+tGEfV9Y8RNXsGkSdPCK/vfWw5jbu/Y/Dsu9AaTADsW/shTYXrsOkcZESMINnaH4BgZdUPni+a3Cw2Vb1PU2c5EzKuwGaMpXFkNNsX3UfQ14kkaRh2wcNodHr2FC6kY/1a9bseOJjES/6AHAhQcf9dKP4gAP1evhZjooPZkcu4e/IaAG5dNJK0gerQlROaS5Bl6JfT3aTmUwK0tIZIG1SFLMNtN0Ry3Vw7//CPp2ark/cvX8bFC08kJltNpvlo9WjqX3gFNBIx556DLtpBn6Uh/D4X6756kP7D5xCXPAQA8zc7WOv9nHalGbsUTa4+n+hANK2KkygptsexqEhrp3jfUmzmBMYMvgZJkmh317B+5z8B0Jlt5F3+NySNhqJvXsJbUASAfcpEos89g0BDIzV/+7v624m3M/KNuWh0Wpof+Be7vm1m8NQYLn20P1u/dhIVb+D4HCcJSToMxp4X6Xc2pdBY7mboSYk0V3Wy/asGvvrQjaTVkHz3ZbR8tJLWJasw9Emkz7BzsCZm4Gtromb1x7RXFJAQNYC02JE0thfRL+UEapq3U1r3LZHaeDIiRxBpjA//rV3yRir3rUKnMzN6zPUYjREArF43n4BbPb+zz/kz1sQM2kp3UvHFvwCQjEYy7rkfSaej6pWn8O9VfzdRs08g8vQpdCzfQPO/PlKPz+A0+v/9Auo+WE/lqysAiB6UQPSgePa+q1470ErorUb0ESa0ZgOSVkKSJDydGhRZBklC0kig0aDxabHlDCBm/HRqF79Fe8EWdRN6ExFJfUkbPhOjLZqaHV9Tve0/AETEZ5N73KXoDBZaa/ewZ8UrABgiYuh74W1otDoat66kdvVidXlCEunX3gpA5Vsv4i1SE6Ltx00g5pyzCDQ0Uv3I38Pj0RLvuQlDciKNL7+BZ7N63bNNGUv0xWeq59blx2Cq199ZzR3gq6++4uWXX6a4uBidTkdOTg6XX345J5xwwmFt55CC+1VXXcX8+fO57777SE5OPqId3q+yspJ58+aRlpbGU089RUlJCT6fr8c6Xq8Xi8Xyo9tQgiH0aYmEWjuInnMqiteHHAiiT44nUNNA9CVnoUuKQ9Lp0EZFogSD6GKisY4ZiRIKYRmUh2frTmSvh8gx49BFRhFocqKLcqCPiSPY1kLyeX9As78LIhTCmJ6OIss4TjgBJRQCwDQgi0CtEyUYAq2am+h1unuckNbUSBRZQWfS0VreFg7s0bkOMq6agqemBZ+znYavd6EEQuHP6WJjsOQPpXPrNjqWrwSg3h6N0R6Nt6WeoKfjgCMiceAfzRl4Fj53M35POwAarQFbZDLN7c04cobhaahEZ40g6HUBYEhKwj5qDO5dO7H0H4ASDBJsbCXqrEk4X/0Ey8j+BFvUv1e0dB+eFvX7cha3hv9mS4vM5X9oweNRiIvT0N4uc+1tTrxehU1bfTz012h0OgmLRcM5d+by6p920lTlYeTMBPbt7MCXm4pt8gjav/iOiBljUBQF784SkgZMomHXKhoKvyMmewRavQmjPRZFkWkPNFLl2kmytb+6vtKJBzceOgniJ4UstJKWRncJTZ3lAARldd/bqndjsMUQ9HWiM1lxN1ViT8jC2KcPgSYnofZ2zDk5KIqCr6qSqOMG0PLNdhxTh+ApqsGY6KByV/d38N37NZx/Xz8AYqO1jJhRyepPUklO7P6JrVzjQ5bV/5ZlhWiHhr3vVlO73UlEihVjZPfNgBIM4istxZiVSf2zL5Fy7x20OkvweVqQJA0mcxSKIiNJGgKKn3alpetMkIjQRANQyz5cSjupUlZ4u+3uGgBcnnraXFVE2dNod1UTkTmQ9rJdRPUdhrepBlNsCqa+OQRq6zGkp2HMSgcgUNeI3mEh0NJJxOBU2nfVEDU0jZhU9cZrx7ImPnu2nMFTY3jl+gKeaw8iSRCXoCWlj45b73fw/UovLzxeSe7YGFb8q5yqXe0YrVqkhEQsI/pR9ZfnCbZ0EHPhiYQ6Ogl6XNRt+JKGzcsw2KPpc8JFyJsK2LT3TczGaDy+Fto6a/AFOuikmdrOQhzGZJKs/Um09kOj0arffdBD4e4PGDL0D/j9Hegjogl4OojMHIy3uQ5rYgYgEzn5eNpWLif+gosItraiczgwZqcRbGjGNDAHXbx6fIPOFnRRFoKtnUSNzcFf345jfN9wcNeZdCQfl0HQ5af80z0QUjDGWrHnxlP75e7wd2LM6YNleB6u1ZsJ1DSGl1tSM/HVV5Nw6nkE2lvxVJURCniRNFoMligAIpP7h4O71mjB2+HEFtOHgNeF3u4g0NFCzOAJ+FudmGIS0Zms2IeNxr17BxHDRhPyepF0OqJOOoGm9q7rhdmsnoOyTMwVF9D06r8x5uUSam1HSYzHPKQ/QWcLKAq6uGiEn88XX3zBTTfdxEknncSZZ56JLMts3LiRG2+8kSeffPKwAvwhPRVu4MCBbN++nWnTpjFw4EAGDRrU43Wodu3axbnnnsvEiRN54YUXMJlMpKenEwgEqKmpCa9XVlb2k9n69hPGE2xoQu5wo0uIRWM24f5uC46LzsQ0pD8dS1cTqKjBtWIdUaedRMKfrsJfVUPH8lW0ffkNuqRE4k4/m8hxE3F+toRgexuyz4evtpq0K/6MpDfQun51+O9Zhw0n5HLhr61FHx+PpNUiabVEnjCGkMuD7AsQM+dEAEyxVsyJdiSdhgHXTsDT0IHH6aL481KKPyvBYNOj0UmYooxsvPAlNv/hVUqeXNojsAMEnU20L19JqLUtvCzQ0YyrZi9KKNC1RCIyOgu9wYJGowaRtJypJPUZTUL6KEIhHxExmUREp+P1tGKwOzDHpQLqhcCSoF6wrf0HIHu9yJ1uHJOPR9Lp0CdEY580VF03wkrkCaPV8kUaGXxuLgabntQR8fg6/IQCIeZd1UJFRYjEJC0ajURdnUxasg6DAZ78ZxunXFBLY1OIfVUBdq5oQquXqNjeQfH6VtytAdqWrCTi5AmEWjvoWLaBplc/puEfb+JtbyQ+bwL1O1dQunwBQa8Loy0anUa98Wr2VeEOtCArIbawmk2spJRdRJOAVtIiKzJ7GpZ1H8OQ2iIUmZJH2kg1/yN97GyMNvUiFTFqDCG3G9nnJXL8RCRJwpSRSeLFx6vvj88jatJAAPbt6kBnkNDqJUo2tuJ1qzV7R5QWj1fhlDk1tLZ1f6/LV3nQaOCpR6K573YHkiSx+ultbHtvLwarjldP+IT6gmZqtzfhKytH8QcItbdj6qf+FqpKVlBa8Bkmi4Nta16itmIdAC1yPaAQo0lipHE6BkkNtHaiKGQzNUp5eB863LVIkgaD3kZN4yYAUuJHYE1WbwDiR83AHJeKJElEnnA8sseL3N6BdWQ+AIbUJKKGq+dNwgmDiBqahhKSw8EdwGjREp9h4ZZ3hpGcpkVRoKEuRFtLiPtvaeLZR1oJBRT2rmsmqa+N8x8ZiNGiI9jURsu7X6NPiiHt8T8habW0frSSiqVv0rhlBfHDpxKRNYiqZe9T1bQZBYVOXzMKkBY7imGZ52PTq99ji6+GJu8+QCEQ6MRgsCNJWpJTxhAIdKLTmUmZPBsJCXNcCjEDxqrnRdaQcDnM2TnoY2ORtFoc55+E3NGJEghiHauuo42JJGJ4BgCWzHhAwZgUhSMvjpQpmbQUNmJNimDYrceRMDYNU7wNX3MnznXlpJ8/AmOcLfzgstaFSwk2NKs3DhLoIqJo37WZ8n89Qdk/52OISUBni8AUGU9LxTZ2f/kszfu2Y4qMxxKVTFRyHu6mSswRCep5Gp8VfrKYITIWU0yiem72H4ni96EEAzjGT0ZrMqHR6TBmZhBsaiZQ30DUCdPVzyUmoPgCakuCzYopLxdJo8F23ChkVyeKz0/ESZM4pn5nz3N/4YUXuOGGG3jyySe58MILufjii3n66ae5/vrreemllw5rW4cU3O+8804yMjK46667ePDBB3nggQd6vA6F0+lk7ty5XHbZZdxxxx1oNOqfttlsTJs2jX/84x94PB62b9/Op59+Gk68+yGhlnb1pAMCVfUAaO0Wml9fhHXCcHzF5SBB6wf/wV9ZjT4pkcgTptL66X9A0tDw9EvoY2OJOfEUNGYzDR8vQhcdg6d8L80rviRq1ARa169G7mpRkN1ugk1NEAzir6vruS/tbkItHWrtHVBCMqXvbiX1hH7YM6PZ90Uhu1/8nu8eWYcSAr8rgNagRW/RkXTWCJJnjSL3L6cQNTKThFOGMvSlS0m+906QJDRGA5LRgC42BttxE+h7xp8YctnDxA2eRGTGYGzJ2bQ1lxId15/88dcRlzyM9Fz1zm5f4dcA5I25lISMsZRs/RBJo6WzvgKNwYSvuS7czA3gr1NvrrxVlT3KBhCocYaXZR6XjCLLyAGZgedko7fqWPHIJtauVb+P5CT1e+3bV8eu1Wl0lGXSWJjB8/Pj+OJrN/nHVzHo+BjMdvVmZO+GVqZe3gdf8T5cq7egT46jecGnBKrqMWSnUbluCR11ewn5OnE3VuBprScqfRATky4i1pQBQJVrJ1qNjiTSicDBKKZik9Sm105cpEapNylGnS0c3DVaHYGu1g9PeyMGa1R3udtaCblcalMpatJoZ5F6fDx7u29C8yZEkzksEkmC2xePQqPtbnrul61nx24/N93rRJbVq8zaDT7+/UocV116wMxTCgS9IZxFbegtOuL6RlH8dSWNr7+JZDAQqKnD0Kc7HyUY6MTjdqIoIWIS8gBoDtWTqE1nmGEKOqn7WdB21DKVsAuX0oaiKPTLOBWd1kRsVF9y+5zYVT4N3qZa9bt2t3cfB5cbxesj4GwOL9NFO/A1tINGwlutthbI/iDVhS7OvzcXnUEiMt6AI9FIYpaF1z9OZNAwPXo9lJcEKdwZ6Dr+EhqtRMawKFa+XkF7o49QmwvLiH4k3nohvr2VOP/vM/UQhYJE5gzDYI8GWSYyewixETnYzYkY9XbiI/uRlTiRuKi+5MedhlbSo5X0NHaWUecuwufrIDvnZBQlpN7YGKxotXq8zioUORQu+37+WvU7DjgbupftqwNFCV9vAHSOSJpX7MYQa6d9awWeqmZKH/uMkXdOYeRdx2N0mNn08AokjYaxD8ygz6xhTHjjEuInZFPx7ibMSRHEH5dD3A0XkfrM7URfcjr65HjQaAm2t6KNiCJq+ATsfQfhqSol6GrH52olIqU/oYCXklVvsfOTx8gccy6Zo2cTCvio2t5Vi9ebCLpa0ZqseOr39SxfY73aOtdxwHfd0YESCKhlbOz+vQdq1fKGGpt6JE+HOtwEW9sP+xnjh+13FtwrKio46aSTDlp+4oknUlJScljbOqRm+crKSpYsWUJGRsZhbfxAixYtorm5mRdffJEXX3wxvPySSy7hgQce4N5772Xy5MlYLBZuvfVWhg4d+qPbCjW1hv/bV1aFKS8LXawDz5bddCxdjT45no5lazEP6kfHitUEG53EXHQenVu349m1m1B7O9UvP0/8rPOJP/s8al57kc7du9Da7LSuX0305BNQgkHaNq/FMW5yjx+Br7ISY0oKgNpU3RXU/RV1GLNTqF1Vhru6jbx549jw1y9QZJnGDfs44Ynj8XX4iRsQQ0QfO7JfZs3nHfibXMRNG0DMhFy0ZrVZttUfTeoDdyNZLCg+P1qr2kVh3SmhyDKSRkdH1R70lggGj76SqNgcFEWm7+BZSJKEu6Oe2rLv6NP/BDpdjezduoi41HwA3LVlKCG1hhnydgKgKArBlpau8u3DkqPOV+DeuEddtq8ORVHCP27nnlaCvhDOolYSBkYz5PxcGr8rx+9XSEzSUl8fIiFBbQqVJInICInICA19UnTMf7aNtR/UcsPbw3nxym00VXkx2bQYc9LwbCkMN0sG6puI/eO5ND7xFjG5o3E3qheo9uo9NBSsYox2BsNjT6PKvZOy9k3kRo0nhUzSyEYrdZ/WNikCj84PSOg1JmzG7j7o9lq1j9HT1H1DE2xtQe4aY+rbV4EpQ801ce1Qcxfcu7ovlJnDImlr8BH0K/g9cviGBWDqcRYmjzdzw1VRaDQSra0yTz8STXyc9gfPaUuMkbTRCWh0GnQmLbLL3f3eYLWlQOm6WukNVvTGCIzmKLWMmiis9DlomzYiSSOHOJKxSWpfvtnoIBDspNPbhF5nDq/b2aDmK7SXF2COVbvefMWlAMgdHcheLxqTejPoqW4FWaF9dw1Jp+WjNRvY/l0zgybHMPq0BJa9Uc3E85PRaCQcMVqeeyuBx+5p5oa7HezY5Kei1E/qnDGEAjL/unYLtUVq95A+NR59Yiyu1dto+OdiUBS0Dju4g7QWbSRh5HSi+49Sz8X/rGNP1ZckRw8mJSa/u8yGaAbGTEMjaWn3N1LQvIzIyAzKSpdisyfT2LCT2Nj+XWWu7Pr/7u9UURR81dXqd71zJ8ZktaXLt1ddJ+hs6foNalD8fpAV5ECQ9q0VpFw8kZJHlrChup6xD82gzwm5FPxrIyWLdpJz7mDSZ6uzjg24ZRrJJ+Wx+4lltO2ux+74nqjTpmCfMgr7lFHIXh+hL8pxFe+kbccGkk49n/jpp+NvduJfv53Wql2YIhOJyxlH5eYlFHz1LFljz6fPsJmUrV9ETHo+OqN6zQj5PLhrS7vLFwrhb1aDd2fJHiLyRwHg7yozQKChAUOSWtP37tkLskygwRm+BgTqndD1jJFAdT2G1MSDzr2fze8soS4pKYmioiLS09N7LC8sLMThcBzWtg4puA8cOJCKioqjCu7z5s1j3rx5P/r+008/fcjbCjpbw//duW47kadMQhcbBYC/ZB+GrDQ612/Dcd5MOtdvw7OrkPpn/knUaSfT+MobaB1RhFpaqX/3LRxTTyBi9FgaP/0IQ3QcIVcHzSuXYsnqS8v3K4kaPZFQR3ffqnvrFiLGqk147cs3hZd7i/dhyEqm5J3NxI5MZdvjK5B9QfR2I5NfO48+GQqKolC/tYEdbxVQ+nUF6PXkv3QpoU4/Gn3Pi742IgLZ70djNvVYHvC049y1mrjBk0gcNp2IOvXkl0NB2ppLaG7YQ33VRjQaPZbIJHZ99zJyKEBETAaKonQ166vBPehVA4i3rBQlqC7zVlZ0l3V9AQBKp49AVSOGNDVJqblMvdlxFrWi1WsxRRhwODQ8+XQE8x910damkJAApRUB+qTo0OnUfTQaJZ5+KIZTLqhj3Oxkbvz3cF68ajvFa1uJPG0SDU++TeTZU2n7cBmK148hMwVLTCoBTwdxeRNo3P0dgc42PM017NAsxWFMJt6STbQpDU+wHaPUc0zofi2eakw6Gy6/M9ycD9BRp94JuxrKu8tcsKv73NpTGA7uHVvVC2RncQ1KMISk0xIKyjRXqS0BzTUeUvqpNXKPR+auGx1oNN0XpqhIDWNGGhkxpZY+aVoevz+anCw9igLWOBNup5esSWpQ1Rm7zgWdDl1MNNoD5piWNFpQIDZxYHhZqi6H7f5V7Ag6SdXmkKUfrK6LRF+G9qhxdXT1ubs93X27gaAHX7PaItVetouEkWqzrLe4q6agQOe2XdjGjED2eAg0q+dN69bum6LYFDML7ihkzgN9WfNBHTuWNzF0mnojZbFquOfxGCRJYuI0MxOnmVnhUvjksT0YLVpm3TeAvuNjeGP9AHzldXj3VhN76cl491bhWrUNW3I2qZNnYYyIxtfaSNWqD3FVFpHkGExC1AAURaG6eSsWQxQxSgzJtjxkJUSitS+x5nSqtJW0tZVj01lwOncjyyE0Gm04sdTf3owc8KHRG/G3NSK71ZuNzoJdRJ+g1qL2B3eCIXx7yjHlZYUTLINtHoLtavdc1JgcmpbtYvncjxh68wS0Jh3bnl5D9coy7EP7YEmKxJwcgaTR0P+mqdQvL6JyybcEahqJOHFCOKHO5IghZtw0HCOPY9/bL1D3n4VYM/oS6+hP7uQ/oDNakTRa2uuLaaveTcmat8kccz4R8VmUrl9Ixogzu747mc66inB+hqumBLp+6+7iwnBwd3UlGAME6hu6PioTqFFr7kqnB9nlRmu30bl+W3hd7+69xza4/87MmjWLe++9l9bWVoYNGwaoY9+feuopzjvvvMPa1iEF97PPPps777yTc889lz59+hz0cJifakI/FoJNLaDRgKTW8GSPF210VPh9XXwsgTonQWczSBIoChqrBcloIOL442j/9rvujSkKUeMn01lUSNClBnFJb0AfE09n2V46dmwm2NwMOh2SRoO/tlZNqNNocK/dnwWrwbe3Em96Iq27GzAn2Am0qRf9tJP7Y06w46qr5atbVtC0p7uJc8DDZ2CIttG2vZJdt72PpNeis5tQ9DY0FgvGrAzcGzejj4/DmJWJXsrEEBGNAjQVrqOjag8mKQKvp4lOVwMocnjbKbnHs2f9myiy2rIQEZNJa2MlcqB7EqKQT625u7ZtUY+TJKnlUxRkVyf+irpw+TwF5RjS4mmrduF3qXftTV0JdfZEK0u/juG1Vzv5dqWf5GQNiqLw4BMtVNUEefulBOJi1IA1fbKF/JPi+OChYs75ay6nXJdBZYELw+AM9MlxBOubiTpnGq0ffEOovomkoTMoWfY6/U+7gZDPg6e1nswpF1P85T9p8JTilz30jVKz64N013bVr1atabR4qvCH1Nr4/oQ6v7sFX4ca4PydrfjdLRisDjxFe0CrBlBvqRrcgm1t+CvV2o7iC+DaWYE9P4u6kk6CAbU2veWLxnBwr6gK8tnXbm6+pueddmFxIPz6s7+ZBS/GAgr9Tk5n67+LSB+vXiT3B3et1Yw+Po7Wz/5D1KkngQKJaaOprfie6K4m+f3lbA7V48dLWXAXJslKIsmUs4c+5KCju6l+f0JdINhJMORDpzXS0l4eft9TX0nQ40JntuErreg6FgqeHQXYxowgUN99U+Bv7MDX2IExzk5Mqony7R188EgJWcMiePe+YtZ+VMeqPn6SUrUkp+lIStWR0keHVgsfP7ibqGQzw2cmse3Ler5+qYTW2lUYs1NxnDWJxn99iuILEH3hCcSF8tFZI6hd+zmNW1dgjIpjaNZ5tHSUU1zzDQP7nI6iyGwueQcUhSRrPzIih2M3xBFtSqVOVgOUy6WWvbWllChHFp7Gqv0HkNbiLUQPGEvHvj1orFZktxvZ6yXY0oLO4cBfUgUaCRRwr9mKKS8L2XtAIrACLWv34hifS9OyXfhavWz423LyrhhBwSsbcG6txbm1Fq3VQMgTALm7zViflUqopY36B//Z43xJOm0OkYNHknzGRVQvep2Owm10sA2LI4WcyZditEUTnZ5PW7WanFe+cREZI86mfNOH1Jes6941OYSrshh7n360l+5E0utRAgG8leUosowiy2rNXZKQ9PpwcO8s2M3+DFBJryNY70Rrt+HdWdS14zp8haUwYyLHyrGcxKagoIB77rmHvXv3kp6ezn333feDY8z/7//+j9deew23283UqVO5//77wwnfn376KU8++SRNTU2MGTOGhx56iNjY2IO2caguv/xy6uvrue+++wiFQiiKgl6v57LLLuPaa689rG0dUp/73XffTVNTEy+++CJ33HEHt956a/j1l7/85YgKcTRM/bPQJ8d19akoYDTg3V1KxGlT0dgs6OIcWMcMxf3dZgzZGVhHDVP73uNisYwajtZmQ2O2oLHbCTQ1YoiPJ3LCJIJtLdgGDEUJ+LEPHIp94FCav1uOMTMLU2Ymkk6Psj+zX5aJuehkAHRxDuzTR9P2yWqiBiQw/F51PgBjtBlzgh1/hxdztInonKhwGfJm9SXQ2smuOxdS9PfP1X5sbwB/YweBhkZCHR14CnYT6nDhLSyi7fMv2fvZSxS88zAhr5ugp4POxkqaG3apOTldgV2j1eOI60dM8iAsEWqwMFocGM1ReJ01ahAHrElZyF1NazEnz1SHu2g0JF1+FYRCau3wytMBiJg+EmO22hWxY+FetQASNJe2o3RdpJYt8/HgAx1ERErYbBraWhU++szNiu+8jD2xio1bvV2HTeHEqzNoa/Dx2p92Urqlje/er6Zj6RoiTj0O9/fbsU7MxzQkh6b/W4I9uS/m6GTqtn1DREo/DNYoGgpWoTZSy1S7C5AVmZAcoETZxQ5lLeuVbyhUNiOjHhOHORVZ6apldQV3n6sZa6za9BXXdzyeVjUAxM0+H43BiKTXEX/RJeqNjtdL9iOXABB9wjB0dvWHvW9nd4vO9m+6g152hp6/PtLEmwu7u3MAln+rHoOUJC2PP+AgNkaLzqzDWdRK0tBYNr+5B1ejB61Riz41mVCb2hzu3au2GoSCXmQ5hMEYQWP1Njpau5qVlXb8qNvO1Q8jWacmx8mE2Mpqgl1lBzWhbr8653YA9Doz8aPVXI2UKbOQ/T4URSbuykuQdDokrYaYi85V96GtnahhaheApNMQdKvHMzZNbeJ3twZpqfVx4lVpaLTw7usdPPlAK7de5eRvNzWxdb2XS2bWsebdKr56oYRnL1jPzq8biEwwYRnWF11sJHWP/xtz/3SS778K18otOHesYs87j+HcsZqE0ScSlZPPrvKP2de4juaOMr7d9RS7Kz9DrzUjE6LaXcB3NW+xpuZt3AF1dAGouQUajZ6WlhL8fhcpk2eBpEHS6THHq2WKzBqMfYRam42/+FJ1SGooRNyf54BOp1YGzlN/98H6JqLGq11YptRo3LuriRyZidaoQ9JKJB+XTt6lwxl2y3HhYy5JEhkXjMCa0Z1lHiivAZ0O84gBSPruilPDN0uo/ew9JEkibuqp4eWyHMDvUfu7I5P7qtvVaInPHkt89mhSB52Aq7EUc1LX8GWNBn+7WqmIHzUDvSMGJIm0q29ECQaQtFqMGemg1aKxWrEfp94sG5KTw8PgLCPz0VjNKLJM3PWXgQTaCBtR53Xv1zFxjPrcfT4f8+bN4+yzz2bDhg1cfPHFXHPNNbjdPSsIy5cv57XXXmPBggWsXLmStrY2/v53dShoYWEh9957L0888QRr164lNjaWO+6446iKq9Vqueuuu1i7di3vvfceS5YsYePGjdx0002H/cTVQ1q7sLDwiHb0WNGnJYUTWxSPD7mlHX9lLeZhA7FNHoNr+Tpir7sY14p1WIfnYxs7Cl/FkzT9exG6xHjMQwdhMERgSEyi7s1/4Rqcjy1vEM1LvyBi+FiC7W20fLeMmKmnULXgJTQGA76KCrWPDfDX1an97l397aGOTsz9MyAYIjOplcovCrEkRTD2idPY8uDXxA5PYfGNX9Ja1o4t2UZnYye7FxUB6h2wxqBDo9chB0IYEyOQopMJ1NYjt3eE+7YAdJYIrAkZoCi0le/AmpQFbh/u9hpiEgfR0ljE0LHzsNgTaXdX4W6tJmvoWXhcTmpLv8OrNKO3RRFwtdLZWEXatAsAkP1dNyzBIJJGow4htKv9/QDB1g5MOWpwH35JfxoLW2goaGbG/WPwuwN01HXyp2vbUBRITlJrnU3NMnfe4KCxKUSDM8RDT7Zy7eURbN7uY/EqNVsaoHh9K+NnJfPVW2tJefxmWhd9TdPLH6JIEoHaJhoKVhGTPZKqDUtoqy4k94SrMEUl0PLJQipdO/CF3DR6ykiwZNOKkxYaSacvOQxWE+EUF3Ud3cOO9ifU2ROy0ejUGq0tIZPIFLUfVmu1ogT8KIqCzq4m5RkSEtCYupLHfAHM2epNU1Olh6RcK801XkacmkBHkx97jAG9XiKzj565NzUQF6PlpKlWAL751svA/no+eiue1GT1pxf0Btm3th6DVUf1pkYGnZlFzRYnhtQUAjV1BOobsI1Xu4G0OiP1levR6c1Ul31LVKwaxJvleiQ0DNZPIFHX3VdnJ4pyCtnGd+QrE9CgRVZC6HUW7JZEgiH1e3dEZFDuVVspJJ0eQ2SM+vcckeFzXmNSuzPMQwYi71LH9itBGZ3VSMjjxxKpIyrBQGu9nyueGkBKPyuT5qSw8bmtvPGiepNTWhzgpiuc4cd4KgrMe30kzTUe3v/rLqANXWwkibddjHlgJrUPvYG/soGmygYis4diSehD47aVBA9I+lOAwRlnE2vPQa8zUVzyGWXtaneZRReFWWfH5aojOXk0NTXrGTX6z1itaveSISIaFBklKGNyqFnmelsUgWY1ECoH5BloIyPAHzjgr4JpYDYdHxQh6bQY4iPo2FlFoKWT7FkDiR6UwNo7llL1TQlZZw5AY9BS9vlebFmxlL+ziYh+CSSfMoDapYVEX3EOnq2FeLYVoQSCSAa9+lvP6o+3Zh9t29aBTo8+KgaTMQoUhcIvnycyuR8JAyaTMugE9CYb5Zs+IjZjOIn9JxOXPY7NH96DpNWhs9jDSYN6i52Qp1PNZzBbkLoSm4ONTggGCbW0oO+qeQadXYl1Wg0hlxt9knqM0BtAAdnjRR8fw6/R2rVr0Wg0zJkzB1Cbw9944w1WrlzJKaecEl5v8eLFzJo1KzzPy/XXX8/FF1/M3XffzSeffMK0adPC+WG33HIL48aNw+l0HlXt3eVy8fnnn1NUVIQkSQwcOJCTTjoJk8n03z98gF/lw9cPTKizHjcCyaBHH+egbeEXOP5wNrLHQ7C+EV1iLO1Ll2HKSifmwtnUP/kC9uQkOpatJGL0OByTjsc+bASNiz8g7c83gyzT+NkioiefQP3H7xA7/VSybr6Xps0rwxc528iR4QQ3XZJ6YituD6F2N+ZB2VhNe6n6cg8D/jie4gWb6Kho4bs/fYQ11oRWr8GWYCF9UippE1NoTh5AyO3DGB9B/WfbcIzNxhhrp7IgDueCf6OLjcFfVY11WD6WEfnEFqrByFm4Fp3JSnPRBizWePLHX4vZGktbczm2yBQURaZ0+2IiY7NJSB9DRcHnNNftps9ZcwkF/bSX7iDk60T2ecCu3vV3N9VVoI9Ry7W/FhGo7s6etUSbMEcZCXSqFzqdUcvmBYVou7qJk1PU/8jO1jHxup5zFaxZ7+WuR1q4eH4e9mgDG5bUU7mrg0v+PoAvX62i4am3UYJBvLvL1NaQqaNoWPVtuLVBCQXwdTjRGcwMjJ5GnDmLnU1fUeXaSYIlmxwG00ELqVL3I4oNmBieMou1+xYQbe5DSO6+WYpMHUBH3V46m2uJ6arkKLKsdrsoCqHOTrRdzW/7E+nkYPfQtpOvzaBobQu+zhDT5/ZBq+tuCOubraekPMC2XX5OmGIhEFTQaOCrjxKJiuxeT+oaCyUHFaIz7UQkWzFHG3H/ZwNotcjtHWqtCsI10GDAi0ajIypWrTW2y00M008hVtdzDooIHGi6/ufDixkrQ/vO4dvNf0evM5OR3N2c6mup79qf7upOoLZejcDa7nwQSZLw1rSCBKkXjMYYZ0cJyWxYUs8Nb+Tz3FXb+f6DOubcr9Yor70tiuQ+Wp5+sJWMHD0VJQEUGYadlYrOoKVsSytfvdCdBayxmNDFRlH/9Ht49xyQ/1FbSsrEs4jKHkrQ48K6uQ5nezEaSYtWo0evUy98uY4JtPhq0GvMNHrKWFv7HsbIeLQ6I1qtgebm4nBw93QlEZpiU8JD0gACzq6kzsYGzNnqMERfibquZDSEAyIhBW+FE2NSFDq7mfRrprPrz28w9r6pJIxOJWNmP7Y8voqYoYlknNIPQ04qtowYkk7IY/cT31D7n90kTO2Hpn8mtgnDUAJBvLtLcW8qwPP9Tlo3f4cuIorU868i0NxI+54ddFSox8oWn4mrsZy2rwtJ7D+FlJyxNFVspWz9QgaeeAOKHAAUNDo9loQ+JI7rDlj782t8tVWYUtQWC1PfXHwV6jkeaGhAa8tEGxmJLimeYG0DwYbulikloH5e6fQie33hG79j4Vg1y5eVlR30KPPMzExKS0t7LCstLe0xM2tmZiadnZ3U19dTWloa7hcHcDgcREZGUlZWdsTBvaioiMsuuwyPx0N2djahUIhFixbx7LPPsmDBAlK6krkPxSE1y5eUlHD55ZczbNiwg8a4H844959LsKkl/N+SVoPWbkUb41D7zt5egmlALh1ffYd5aB6h1jbqnngB2d2JfdJ4XN+vA6OB9vXfU/P6yzimngASNH3+CXpHDIGWJlrWrUIfE0/zd8vR6HQ9Euq0EZHootS+1FBL93Jv1+xVZR/uQGvW46nvoPKLQoIuP0mTsjnrzVO5ZPn5zHz5RIZfNRRXtYvdd31A85q9SJJE4sx8jLFqn62k0RD3h4twzDyZhHlzsY0ZiaarSSbgcdG4/VuaizeSNPIk8if8CXtUGjq9mZiEPORQgNLdn+FuqyYpeyKl2z+iZu+3RMRkImm0eBr2hfva9yfUodWqw2BQs+X38xWrF7RAjRPZ291X31DQjCKrk9hoDVqOuykfn0/h9DNM2GwSu3d3B9ADjR9t4pJzbSx+vISz/5rLtMvTUGSoL+3EPmUkgfomtHa1lht0thJx0gRCfg+xuWPQGtRm37Z9uyhY8gTN3ips+mjGJ85Rh3IFO4jA0SOwA+gkHa3earQaA62eGqIt3TXb9lq15cTt7A4i3orycFOkp2hPeLlrR7l6TCq6h0dp9Rqaa7yggKu5Z5n/cq2Dsg0Z3PYnNbHOH1B4659xvPuhm5Kyg4+Pzqwl+3g1M9to6+ojD4VAq8XcVw0w+7PljWYHjvj+aLTqOZGlG0yH0kJ9aB9epTO8TRMWRjGVoUzAItnUlgxPI4oSwuXpLoeiKOH+Z1d1d6D1FpWE92P/kChFlvFUt4ACHTvVPmxJq8HXKfPhYyVMuSiFdYvr6GjqPl/OusDOMwvi+b/FiXyzPZV3liZx5p15jDozmZWvl6M3aBg4NY7YK04j4eY5tH32HZ6CcsyDszFkqTcs5rhUJK0Wg92BRqenomEtVc5NGPV24iL6Egx1tTBIWobGnUquYzzjky9Ud18OULlvNfaINBobdob3q7NR/c0GXC1qoiIgBwMEGtVj46koD6+7P6FO8fnD50e4Jc/ZQcf2fZhSozHE2Pjuli8ofm8H5kQ7IX+I1Td+hqu6DVuGetMc0Tee0c+fR9/rJtO4ppT6B1/Gs70ISa/DPKQvsZedSe6N99Pn0uvRWuy0blmLxmgi5YyLGTb7PjLHn09czhgGn34bWr2JusIV7PzPU6QOORlPeyO1u1eEJ6gK+Tx4GqrCw14DnR3IHvUccRd3t8hqrNbwf+/vczckxKN0qi1dwcbm8ORdvqKy7uNS3H2Mfk06Ozsxm809lv3QzKgej6dHjXn/Zzwez0Hv7X//aJ7o9sADD5Cfn8+3337LwoUL+fDDD1mxYgU5OTmHPOx8v0Oqud9zzz20tbVx4403Yj8gc/eX0iNbfkshMZeBLlYNuIo/gL+sCtnlxjpxZNcyP42vvEH07DPUZjZZJuTz4yndS+2C14iefhKNHy3EmKzexfprqzDEJ9OxYwuxU08mdMBQOPfWrUR3Ndu0f7M+vNxXXIl5QCaVH+0kekgSJe9sBcAxOIn826ei0bVS9X0NxZ+VUPFtFSFfCMeYbJLOHE7b9kpcxfXh6We9zZ1oLGaUQBB/dTWmnGx0sTGAhBzwobdGEjtgPJb4PgTa3QQDHlqdxbQ4i2h1lqAoQSJiMnFWb8NZpe5HREwGciiIt6l7nP7+oXCubVvCy7xdwV1RFFwbu378soK3aB+WITnIIZmOOvWmwFmkfg86k46774lg8hQD581uIiJCPUc+/7qT+FgNI/O7fwCP3B3Doi+r+fKFcmbekIXRqqV4XQsRp5xAxzfriTx5Iu1frFLnDgiFiMkdTXPJJrKm/oG9X72KLAeJTO3P1urPiTDEkW7PZ1jsTIKK70cfYtTSWYVOY8AnuwgpPsCGosi4u7LkO537whnUnbsOuPjv2Y0tfxhKKIR7u3oD4KtsItDiQu+w0dkWoL1RvcDv29XB4Hi1BrOvKkDfLANxsd01XqtFQ2enzO33NXPL3fDPJ2M44xQLigJ9xiSwb119OFteb1J/lhqrBX1qSrjlAsBsi8fjcpLed1r3Mo2NxkA1rcEGHJp4+ulHYMOKBxd2KarHsdifUOfxtXaX0+sk5FG/046KwnAioq+4O9C7N24l6rQTCbW0IfvUmltHUfcQyZhUE9u/aSIq3oDepOXjJ8qY+acM5HQFjUZiyAj12Gg0EkmpOjaWefl+YRWXPp1P6qAIyja2sPDdKjq3FhF15iRMeek0vfUlklZDnxMuJip7KHLAR82aT2jc/i12YzzDsy+k06eOv65ybqLVXUm0NpEUax5mg3oOjku6gAJ5E81Ne3C76ggE3Ph87RiNEeHx3yFvJ96WekyOBNy1ZepNFeAp3B0e9uYr7r7pda/djn3aGOSubHklECLQ4sZb1YxjQl885WvY8ez3pJ2QQ/TAeBo31fDlue9ijLejNekwJdgxRJqRNBpiR/ehcUsdLQuX4lq9WW0VkCR0HXqMCcmkX3Idlf9+idpP3gHAEp1KVEp/YnPGoDfbies7jrpdy+lsraF+7xqSB06jeudX6M3d12l/exMhvwetwUx72QHnd3EhMVPUXAvXho3h5YF69UYu2NZOqK3r2ifLBJ3N6BPi/r9s+RLMg/txzByjoXBms/mgQP5DM6OaTKYeM6juD9xWq/VHbwZ+anbV/2bHjh188MEH2GzdU3ZHRkZy8803H5ts+e3bt7Nw4UL69+9/eHt6jMjtLnSJsQSb2wAF2eNF0uvQ2K3IHW4c559Kxzdr8BYUo7GYkf1+zP1ysR03Hm1sDI0vvBbOoo89+TSs/QfQWbibzr1FSEY1+CeedT7Vb79Ky/crCXW40CcmEXK71GQjWQZFQepqrtRGRxBsaadj2SZC/iCSrvuEjB+t3jB4WrwUfbKXsm/Ui4Ql3kLuLSehhGSUkMy+11eFLxagXtht48bi3rSZ5paFaOw2WqMzMEXG4m1rpGPNR90HpKss4X9qdNii+1Bfvr7rbS02Rx9qy3exv79QozMQ8Li6P9+VKauLilInuKhvxpSZhLuxFWNOCr6yWixDcihfXYMcVLexP7jrzTpmn2tmzgXN1NUpJCRocLlkrr2ticamEM8+HMtlc9T+67gYLTNvyGLRg8W01vvoPz6ajiY/oXYX1rGDcX27kfibL6HuoVfxFpSSPGQqzqJ1+NqdZE66kOqNn5A66jRKKwtxeivQSDrizJnoJRMBRSGAHw9ufHiIIRGtpEWj0eELqmUNdPUzd9SVIHeNJFAUGU9zDdbYNCSjEY3JjCKH0FptXdPPVmFMi6WzsApDSjQdm0uInja0x/SzGxbXMfh4tSnOaJQ47eIavl6Ugs3a3Tj23Xof+5+Y/NlSD+ecZkVn0hLfPwpncSsJA9QbVJ1JCxqNOuROo6HmkcdJues25FCQ+JThVOz5koiY7illQ0qQNrlr7LLiQtP1s66giHglhRipe6hSe6fa9yrLAdyeRqzmOJrbyzDGJOJrqkNvi8TrrMYUm4LGZkUyGkGWkbqaXgP1DWgMOmR/ECUo07a1kqhhfcIz1H37Ti39x0dR+F0z6z6u429aSEpRM+WTUrVccEUE1fuCPPmXtfSbGMuGj6t54/qteDuC6OId2MYPoWXRcjzb9hIxbSSGjCR0jVZa926lds0nhAI+ksfNxFbmYUf5h5gMkfgCHbS6qml1V9BAIcUt35Fk7UeyLQ+HMSVcKw8E3IAGZ2MB8QlDuyZgkZC0WjrKCzA5Egh0NGPOG4BndwH2kaMJOBvRx8SiMeqRjAaUQAClq+891NqOpNeiBEJIWg3N3xYSPaEfNW+rOQmuqnb6XZSPq6oNT70bX0MH1vRoZE+Qug3drUKmQTmYBufS/slKZFd3y0v89DNQgkFSZl1GxRtPE2hporO5ClNEHAazOm9BZHJ/6nYtV8vnaScuYwQmexy1BSuQ9EaUQNd0y3u3Ez1gDCGfB12Ug2BbK8bEZGSfF7Q6tDYrAZ0OncOB3HWSBhu7m+INGWkEG5vQxcWgdUSqk2zZreEboWPmGDXLZ2Vl8dZbb/VYVlZWxsyZM3ssy87O7tFUX1ZWRkREBPHx8WRnZ1NW1t2K0dzcTFtb20HN/YcjOTn5B7sMGhsbiY+P/5FP/bBDapaPi4s79jMRHYaIUyarPwJ/ALndjaTV4lq9idhrLsSQ3YfOjTswDxuAd/seLKOHE3/VH/DsKqRz0zZCzmbM+YPRWm1Y8gbRuORDZJ+XiDHjQQ7hGDtJHfpTXoJj3GTaNq/Dkj8UJJA9HmSXC9njQdJqsU8ZHt6nuLln0rmtmD6nDiBlutrf2Oe0AciBIJ5GF20V7dRtaVCPuARJwxMouOcjvj/1CXbd9n6PwA4guztp/3oZoZZW9d8dLtordtKwfQUBV3e3hMWWiNncndQSGZ1DvyHnkt7/BPR6M0ZLNDZHKnIogL+jBY1evUibYpIwRsUBYBuaD4qCEggQP/sC0GrRJ8ZgHa+OlzakJxE1czwAHTVqDU9r1GCJNuHvDKAoCnfc3samjQESEjTodBLVVSHa2mX8frj6FifX3taIz6fQ2haio8mPpIGt/2lk74ZW9u100bZ4BREzjyNQ1UCwsQXToBya/28JSihITM5I6rZ/Q3PpJuIHTqazpbv1odFTijfkJiQHWM8yvuUTNvMtWrRoJS2KotDp7z5eQVm90zZHJRKRqDZ3Z068EI1OHSMfPeNEFEW9eYuZeTqSJGFISiLjzlldxyoLxxT1uOzrCu6SBHs3thL0q9n58bFaikoDzJ5bRyDQ/bvZny1/zeV23nwpFpNJItAZoOCzCqL62Hnp+I9pLGol0BnEOnIYis9HyO3GkKY218uhAA1Vm7DY4tm88inqK9XaVqvciIKMVYpgjOFEbBr1wm8lgm2soVnpboLfP84dJCrr1bHNSbFDicpVz+W44cdjiklWa+NzZoWHSkXOmKJ+75ERxEzo6iYIytjyElEUhdgDpp+1ROq4YUE+1748GKNJorI8yPrVXgp3+lnwYhs3X9GIq8nPpsU1OCs6mXJ5BvFZViSDjrYv1hBsbCX53iuwjMzD+fpnVC57l31fvYU1NZeksafg3LGaopqvCIQ8dHjqqG8txGSwk500Bb3GTEgJUOXayd7WtXiCbcihABqNDknSEh2Tg05vQZIkMk+9AiR1YqiYoZPV73/AWHT2ruM3JB9DfAJIErE3XKR2XckK9ulqgqPGoCd2utotaclNxF1UizkzDmtKBI68OLxNncSPSGbqK2dhijGjtRnorGol6PXTZ/YwNEYdSOAvr6H1nS+QTMbwvPUak5mGb5ZQ/NQ91C55m4hBI9EYTeiMVprLt1C65l3czTVYY9MxWCKxRqcS8nuISMwla8xsIpP6ordFde2niZBPrXHGD58avtmJP20WGqM6/ayk16stmq2tRJ+pjpLRHFAD1SXGYeqXg6TREHX2iWplQpJwXHCMh0Efo2z5cePG4ff7efPNNwkEAixatAin08nEiT2H9Z1++um89957FBcX43K5eOaZZ5g5cyYajYaZM2eydOlSNm7ciM/n44knnmDSpEmHPdnMgf74xz/yt7/9jbfffpuioiJKS0tZsmQJd911F2eeeSabN28Ov/6bQwru8+bN4+GHH6asrAxZlv/7B44xudPT4w430NCMpNPS+sF/sB0/Fs+2QkyD+4NWg8ZsxjygP7bxo2le9DEhl4tgg5Oky64k/sxzkH0+nF98iiktDSUUQmMyEzFsNC3fryRi2GiixkxUp+CsrQ1P/rB/ClrZpf5gQu0u0Egk3nYx/a8eS8m/t5AwMZOMswZT9tFO9n1awOd//IqAJwgyoICzoAlTYgSRQ/uQODMfW/9E7HlJ5Nx4InFXX9FdWK0GyWDAmJ1Jyrgz6Hf2TSSNPAlzbAqRmYPpdDegM1gYOPIPRDgyGTTqMuKSh1JTshq/t51BE68mKWs8e7csRGe2YY5LQ6Mz0FlfgdGuXkjk/cM/FAV/TXW4eVvumn7WX9cUbqUYekE/Bp+bg6SRmHjzMLR6DZte382HH6iBa39CXd9+OvZtTafw+zRWfZLMSVMtvPNRB+NPrcGR2B0Iite1MO2KNDxb9hCobkTfJxHnC+8Tam5DG++gct1iQn4vflczrRU7MEXEkpw/g7GJ52PVRaOgUO3ahVajJ5JojJgZyZRwbdVFGxEmNctXK+nD2fJ6sx1D13zyAW8H5qiE8D4pgSBKMBi+odUYDHjKupoqW11IXQ8Jis+wkDMqCr1Jwx2LR+P3qrUYSZLol61n6YpO5t7UEJ5+dtkqDw/dFcXjDzjQdk1Vq9Fq6HR6qdnqJOgP4ehjo2FPC76KSnX62aqacEKd3mDB426k01WPHPJhd6jLm+V6IqVYRhlPxKTp7ju1E4WMzE7WhaefTY0fhUFnJSV+OKnxIwDQaY34Wxu7yh4IJ4zJXq86WuOA2pkhJQl/aydIYOuXiOwNEur00+b0M+XiFCQJ8qfHEdfHTN6EaF79IIGkFC1aHRTtCvD5h92/W51Bw/Srsyjb1EJDqZtAVSPmQVmkzb8WSauh/sl31dnRXK3Ej5iONaEPHRWF6Ew2TIYotBo1N6FfygwGZ5xFVuJxDIufyf7sOHegCU+wHY+niX79z0ZRQvTpM4mEhCHodCa8LfWgyGgNRpC7b64DzY1d37WaNS9pNARrneGx6aGua48uOQ7nNzvRRVkwxEegtZuoffd7Rt59POMfO5mQL8i2p9dgirEy9bVzSD11MGNfmYPOYmDfoi3EH5dNRP9EkuffSMKdV2IZOTB8zimBAPa8fKKGjweNlubvlyH7vGh0RmIyh9NeV8Ser16geNmr5Ey8lKyx5+Npr6eu8FtsMX1IG3IS/pZ6tEYLRkcCGn33BE/7s+VDB/QNBxqcIMsogUC4KT48Da1GIuRsDifY7p9qW+70HPNKn6Qc3evHGAwGXnnlFT777DNGjx7NW2+9xYsvvojFYmHu3LnhedynTp3KlVdeydVXX82UKVOw2+3h4d95eXk88MAD/PWvf2XcuHE0NDTwyCOPHFV5b7nlFpxOJw888ACnn346p5xyCn/5y1+ora3l6aefZs6cOcyZM4cLL7zwv27rkJrlX3/9dSorKznllFOQJCk8L/x+O3fu/JFPHhvBA7LlHXNOxZCagC7WgWv7OjzRkWgdEbi/24hpUF/av/gaxesj6vRT8OwqxL+vikBNLbX/9wpJF11O3GlnUv/+v7ENHorGbMX55RLiTjmLto3f01lUQNz0mTR890X470WfMwtzV5OJaVBX00lQJlDdiCEtgbY9jbQWNjDywZNZd+snyP4QxQs2MepPw/G3+4jtH0P80DissRY2bJRw720g/oRB+BraMSWoNYZAYQIJf7oGXVwMoXYXhrQUJEkieqd60ep0VhHydtLR5iR7wOkk9RmDosjYo9LRaHX4vO1U7vmGxKwJoCjs272UiOgMovuNpL1idzgzOOjtxAhqgqBeD4EA3sp9mNIzAJBM6gUhWNnQY/rZ5tJ2gp4QTXtbiesbRVQfO3FxGlpaZJKS1CfCRURosFnVV1a6ehFubQtx18MtlG9v54+vDuWVa3fQ1uAnIcuCLimW9v+sIbBPvXEK1jcRPecUnC9/QGTagPDx76gvpbVyF8P0IxifOIc9rauodu8iK2IUmeSRSX+MUneijF2KItYaSWXrFuzGOEy6A2d7U09/t/OA+fTdbuhqrvfX1WJMUvvB908/q/i6g8DQGXF8/mwZfo+MwaTBaO3+OY0aZiItRcf8u2OQJGhtk7nxmkhmHG/6wdwAs8NI4uBodCYdUWl2gl91D98zD1InrNmfUKfVmdAbrFhsasuLFi15+tHo6TlDn50oYkggifTw9LNxjn4Uln+Kx9uKzdJ9Q+NpVpvrg77u4OsrKe86UJI6RKvr4u7tSqiz9U3EEKXW7jZ92sDcZwbQUuvjm/+rYvjJcUiSRHZfA698kMDtf3Qy76ZI1n7rpb4myLA/Dkerk1j6fAl7Vjepf8agB1mhc0cJDc9/oDZ/azRo9UYaNn9D/wvvJHaQOgbbsqyI3ZWfExeRS4SlO4M42pRKbtR49BojTd59bKj/gChHFpWVq7FYYmls3IXDoXZp7J+hTmeNDLfcAPi7glrggGbp8Ax1Bj3aKPUcUvwBFH8IKUJDsLWTvvedw+bznkXZ14cRd0wm++yB7P7XJpInZZJ8XAY5V45Ho9Uw8slZ1HxZQPFLq9XHwG4vwjo+H1P/TBwXnEyguh7/54W4S3bTUbCFtAv/SMpZl+Au3YNn83Zaq3djcSRjtMfg3LuOPSteJW/qNSQPnEbVzi+JThscztOQg350Jgsxg9SWN0WRkYNqt0JnaRH2geowLscZM2l8RX3UbaC+Xp0TZPBA9OkpBCqq1Slnu4Q6urrzAkFCzmZ0cb/O4XD9+/fn3XffPWj5q6++2uPfl1xyCZdccskPbuOUU07pMXTuaH3zzTc/27YO+ZGvvUnQ2d3M2rlpFxEnTAgn1Hk27MCYl4171UYiz5yBd1shHctXEWxw4jh7Js7X/40mKoJQazvVrzxP3NnnYek/gIYP30cf5cDnceP8cgnmzGyav1uOfejIHtny3j2FRI4bB0DHqgMS0fZWYkhLoOTfm4kakEDBS2vwNXWiMWiZ8NxZ9B+pXgQ7nR72/qeMvZ+X0rqvg6HPXaw+eawrsO9nylVvHHRRUT2WBzwuqtd8jD21H6kTziK6Ra2pSZIGX7CNxtptVJYsR5FDRCf0Z8eqF/F720jNVZ9q5qouDs9SF/J11czr68Lj6X0HTD/rWqtOPxtqdxNsbEUfrx7j/TPTNRW3oTVoiR8Qjcej8PKrUSx8z0NVVYgBAzQ0t4SIdnQnlUVFannk7mjm3lDDuHOSuP7N4bx41Tb2rm8j8tTjaHp9MfbpY+j4eh2yy4NpSC4Gewxao5nI1DzaqnbjaamjvbqQIouHSEMC2ZFjiDNn4g42Y5J+eBxoq6cKo85Gq7cGk777OHfUFXd9J91l7izsDqqePYXh4N6xTe1b6yyqQpEVJI2ELCs0Vam1n7YGP/GZ6s9JlhUe/WsMFkv3TXBUpIbzzrZy8uw6hg4y8KerIkhJUtc3WHX4XH6yJ6tBSmfqOmYaDdqIiPDQxP20OiMxid03PJm6QRQE1uIJuknUppOqU4fIadExlAlopO79aO+axObAbPlQyI+3UW2u7ygvIC5ffdKXt2tueRQFz+49WIYMRPb78TWov4fWzeXd5Us08vJ1uzj3rlxev2U3JZvayBkZBUB8oo6X3knAYJQYPVG98VrptrLs1VIqd7Qz6dJ0+k2M5cvgNAIVtbR/sxH78cNRfAHaV21FazCTPuNijBHRhHwe6jZ8SVPhauyWJKKsaRh0FhpaC4mwJGNBIityFEHFT5p9CFWunTQbWqmt3UhEZDqNDbvIzT0VSdKEh8L5WxtRQiEkrRa/qxW5rTX8/TumqlPxhhPq/AEC+2oxpCeH+94DThfBlk4kjUTkiEyqlxfTsa+VAXNHImkl1v51KRmn52EflkVE3zh0ZgPxx+XgyE+l5F9rqfvnQvwVNUSefjySRoMu1oF93FRiJ8ygfdcmKv/9IqbEVKzZeST0HU/mmFmEAh705gi8rXW4nBXs/M8T9J30B0y2GMrWLyR1iDrRjhIK4q4pCd+cexoqw7/1zr2F4eDu2dE97XKgoQEYCJJEsFY9T+QOF3KnB43FjGdTd2XOW1CCbfIxDO69pzf4f+Jwhrr9N4cU3M8666yf7Q/+HMLj3CUJf2kVSiAYDu6AOmRDlpHd3c1OobZ2kDRYRuTj2dk1Z3owiGdvEdFTT6DmX/8M90Wh0aDR6vE01uEu3t0d3LVavCUl4Qxa14ru4O4rrsSfnUrDun3Ys2PorFIf1Zp6Yj8cAxNx1dXy3fx1VH1fgxJSz9icG0/Ekh5L89oSyl78Bp3djM5uwq9EobGY0drteAuLMPRJw5iVgT2QhRIKorc5CPk91K7/nLaQDXdHLe72Gvy+7puQlJzJFG54i6BfDeARsZm425yEvN0zMAW7suXbN3RPVbk/W172+fHu7E4k8RSUo4934Gnx4m1Tbw6cRepNVkSylfUb4/h2pY8vvvDx6Hw1gD72fCvtHTJP3B+L0ajWJC6aZePhBX7eu28Pcx7sz7n39GXfzg5sE/Jp/eBrFI0G68R83Ku3EnS2kDRkGhVrFjHgjJsJBXwEPR2kj5tF+ep30WtMZEWMJDNCHRURpOoHz5eWzqrwUKlgyAv6CIK+TjwtaqDztjeqz7822XDv2hmu9XQW7iZqylRCnZ1496rrhjq8eIprsPRLwVnhwe9Ru6m2f9PI9LlqM/nuYj979gY4+1Rbj/2oqAyy8jsfK7/zUVkd4ulHolEUhf6nZrD9/b1kTkwCQN8V3LV2G+YBPTOR41KG0Vi9hej47ulnJUmiWa7Ho7joVNrRoiOBJKopI5mMHp9vd6sPCPEHXOERAq2uyvAMh66aEkJ+H1qDEW/R3vCxcG/YgmXIQIIHTD/rrWkl0OFFbzcRk2qissDFp8+UkdLfylt3FTHshFgqM1wkpepITtORmKzDaJJQFIXv3q4g5Jf545uj2PVNA9++Uc6+NY+hS4gm6aYLaHxlCd69VUSeOIZEx2SMkbG07NlEzZpPUOQQ/VPVOd/LG74n39YHRVFYVfAsBo2ZdHs+aRFDkCSJNPtg2mU1N6G9Tb2Ja2+vIiIiNTwUTpFDtJfvJDJ7KK7KInVqa1nGV1tDyO1Ga7Xi39udLe/6dhPRF3cHdwAlJNO2tQLH+Fxavy+mvaSZTQ+vpO9F+ex5YwtlHxXARwVIOg1KsGfXpibKjnvtdjr+812P5TETTyBu0kmEfF4avvoYb20lTSzFFBlP3+PnqutkjcDlrAAUStctJG3oyZStX0TTvu5rkxzw43VWY45Lpa1kRzgBt3PvHrVZXVHw7C7cfzIRqOsaClhU3KOMgQYnxow0OjdsD6/rLSzBNnk0x8zvLLhXVlby5JNPUlxcjH9/9u0Bvvzyy0Pe1o/2uV988cWH1dy+ZcsWLrrookNe//9XUFDArFmzyM/P54wzzmDr1q0/uq4uMY7IM6ep/dFGAygKupgoLGOGIhn0WIYPwjpxJO7vN6NLTsSYnak+F7t/LtGzzlCDt8mMZDSitVgwpaYRe+rpBJoaMWflogT8xE4/BUt2P1pWL8Pcty8RE49DY7aEE4yUUIjIU9UmQuu4wZgGZNL66WqsqZHkXqwGG41BS0SWeldrTbBgT7KFA3vm9D6Yc+Io/9e31C7ejK+xA1dRHa2byuncsg1f+T4CtXUEGhvpWLkK5+tvsvOt+9i96HECrhZcNXtpLt5IVekK3O213YFdkrDak7E50jCY1Ax1vdGGyRqLu6Z7aFNk9tBwkk3UcWoykS4mlrizZqEEg8huLzGXqnf/jvOmoY1UWwi2LywOb8NZ3BbucysrC3HjDe1YLBKRURJtbTL/fKOdV97sYNo5NVTVBLt2T2L2PX2p2ePm2T9spabIzYnXpCPpdUScNAH3yo04zjsJU14WwbomorNHYLBG0lCwioTBx4Mk0V5XgoSGgOyl0rULRVEIyQFqlApKlQJ2KRsoUrYRUtTm9UhzMiFF/aEEuqafdTv3hfvZo9IGhpvmHTNOQGu3o7VHEDPz9K4n5jWTep2aRRs5cUB4zP++A7Llt/ynuyac1UfPJdfVs3JNz/Guy1d1DaOxSFxyvo3YGC0Gqx5fu4+EgdFY49RardaoRRcTTaitHVPf3PDnQ0E/RnMUOr2ZiOiM8HKP7MajqE2lcZo0ErXqe510UMDGHv2i3dPPKjQ0q60UoZCf2GHqOZAwcgYBVyuKIuM4eya6+FgkvZ6o09VgGmh0Entc15SnOi2eGvUGb3+2fOM+L6GAwoBJ0exe08Kjf23h+ksbmT21lrMn17BprZcb/tDIxw/vYePiWu6ftJIPH9hNe6MPy5AcrCP6U3n7i8iBICn3zcVf3Uh76Q5KPn6Bfd+8gz1jAMkTTqeicT27q76gxb2P5dv/zrbyhSiKjC/koqh1Ncsr/8nWhk9xB1rQSAdOwqOhoWEHPm8bcUMnI2l1SDoDmq5x4ObY5PDDYhIvm4sih9Tf+qwZ6BJi1FyD49VgpvgC4ee562NstG8uxzE2B6krnyJuWBJ9zx9CznmDw3/flGAn65Ix6CO6W5kkwDykH6ahPW/kOsuLaFq7HFt2HlEjuhO9DOZI6GqNiUzuHsEUnTaY6NTBJPSdQFP5Fhx5o8LvubuG/UXm5GNMSkHS6Um64HIUvw9kGVPfXCS9jsjpUzEPULepj+6eIjf+BrX1VpFloi89ByQJY27GsQ3sHLs+997qtttuY9u2bUyePJnTTjvtoNfh+NGa+/XXX88tt9xCbGwsJ598MpMnTyY1NbXHOnv37mXdunV8+OGHtLe389BDDx1RgfbP8ztv3jxmz57N4sWLueaaa/j666+xHjC5wn72KaPw7imj7eNvkDvc6jSIaYnEXDGbln9/QsfXa4i74Q+4lq/FMftMrCPyqXnocVo+/JTYi84l+tyz8G3dgyk9E+cnH2IbNBT78FF49pYQmT+ahvY2mr9bQfSEqVS9+RIxF5yL1manffUqAILNzRji49Ha1IuxLt6BfWI+isdP+oxE2ooaMESaGD3/VGS/TMDt5+t7v6Vi+T5sSVY8zV6qvq8l8PVbB5VNY9QhRUQhu1x429qQOw8IEJIGvTUSndGCu74cQ0Q0Zr2DtqYSrBHJuNtryRt2ERGODPx48HTUk5x9HAG/Wx233NaI3hpJwN1G6qRzwv2MUleyjdZixZKrXmB00RFoDF3Nxn3isQ5TL+hZx6dSurwaX7ufcdcNwdcRIOQLccVlLXg8Ctk5WiRJor4+xFmnWml0qtPPzr6inqcfiiGvr4FFDxUjhxQ87UGK1rVw0h8z1O/1+FG0Ll5By3v/QROhPuhH49OROHga+9Z+SGvlLjInX4TBEgGVtTT7qugMttDiqybalEo1JbTRTCxJ9GcYWkmLX/FS3dY9Lnd/tnxkSvcQovRx54YnyTEmJauJU1oNxlT1OerGlFTMfbRUPfspWrsJ21B1Orvq3R0k5VpxVnlIzLaGp581mzUkxGk567JaVn6cwuA8dYTCsm+9xMdq+ODNeEYMVZf5XQH2/KeSyFQbq5/ZzsQ/D6GxsAXToAG4Vq7GlJvTfW5odFTtXY7RFElZwadkDZiJpNHSLKt5Ctm6IWTp1Gl3FcCOg12sR0LDAGWE2izra0WnNWMyRtHuriYxdhDx0Xm0xVpwblmJISoOU7R602PKyVJnLgyF0Md1PeFt8EBSZjpwripCCYQwxas3kLGpZvQmDQGvzMw/Z5AzMhKDScuSOzex4suuR+h6FW68rBGvR73qtjf6mH3/ACxRehZcv41QsBhpdzkxF8wg4sTRNL74EZ7te/GwF3NcKimTz6Flz0Zadne3NAVDPnKTp+Gw9cFmSqBg7wfUdRYhKyEkSYtFF4Wk0RId3ZeWlr0Mzb8Cmy0Bvd5CQt6JOHetIdTZgS1FvYkyx6Ui+bu6aSQpPAWxddQg2j/9FhTQRXdl0x83nPizctl83jOY02JwFdags5tJnZZNVN9Ydjy/ltzzhjD0z+ORtBrqNtZiiDBRumAdCcf3Jej20bShAuukEerjjivrwKBHAnTWKHS2SJq++4rGZZ9giE1A74jFqI/A52pm5yePkTrsFOL7jiM2YwQGaxR1hd+SlDeFtCEnk9j3OEKpUbTu2YzWbCPQpuY1WOJT1aG8koQpuft6HmxuRgkE0SfEY81Xm+rDLZYmI8Z+2eFcEV1SnDoU2KDH1P/Ih30JBysoKODtt99m4MCB/33l/+JHg/vIkSNZsmQJH3zwAW+88QYPPvggJpOJqKgoQqEQra2tBAIBMjMzueiii5g1axYGww8/cvO/OdR5fg+k73rMoGlwX5SQjNZoQAlJ2GdMwLViHcG6RhLvvwGDQx3WEz37TJz/egvriKHYRg3H0W8kiqLg3rmN+g/eJe26m0g6S/37jvHHU//pQmKOP4nM6/8KcQ61qQ4w5fZlf1uRNtIGWi26aPUCEDFjNPGOCrb9fRnZ5+bjGJBIW3Ejq+a+T7CjK7M+IJMwNJ4+x6XgTu+H1mLAEGWl5sNNOEZlEjEwhcpdsdQ+9hT6uFgC9fUYszKxTRhPYmsykqShftsKzDEptJZtx+2to9/Q84mKzcVZu53YxEEoisKeTe9jtseTMfAUQkG1phk7aAJBdwed9RXoTAfcNMkyGosVXUREj2Os6bp50Vq6E9Tich3E93fQXttJv5MzCPlDLL3re1pa1KbGlOSubPm+Ol576ofHZc59ZhAvX7uD0k1tlG1pw+9Vn37U/uUaNBYT7tVb0SXFEv+nC3C9U0HVxk9BkQl6Ogh62olIymFU/DmUd2ymqHUNla6dRJtSSac/LTT0eMypjEJ+8tlsrHqXJPuA8HzqAI6MfDrq9qI1mNFoumt3GpOpx5Sr0D0VryGxuzYzfW46yf1tvH1HIRc+ktfjEa99sw0sXdHJgvc7mH+3AVlRqKoJsfyTRDLTu5/SJnV9xu30MOgsNdFLo9PgWrkayaCneeGHRJ8/C63FEt5Hn7cNR3z/cDdSq9xAnn40abq+PfY5gigAOmjBTQdWxc6IvD+wq+Qj9HoLfdNPDK+rNanfsd76/50DVmuPxw5Leh06qxFdpJm4Kf3RWdWblNT+Vm7+9zCev3I7+3Z2MOwENdnv0RdjeebhFj5404VWC36fgt4AGSNj0Bs0dLYHWDJ/D6GuuRNMOWlYxw6k+d9f4VqzI/x3TTHJmGOSMIycQdDjwrzbiT/oxh/sxKSPIMqqBqpBsdNpr6lHpzFS6y5EVoKkDz6dtLQJrF71EF5PEw5HZni7BmsUmqg49ZGoXQ2Z++eTl/6/xGGtIwJNpA0lpJ7rWpsFnT2ANTsBncNK9m1qzWr4bZPQGnU0bKxm40MrmP7GLAb/cQz2tY1ED0+jfnkxe55fiRwIkXLKQJgxDsesEwg0NOPZvBv3xh34i/YRaGvG3CeLyIHD8dZW0bFnO66WUvTmSCyOJPZtXExz+RbSR5yFJSKB5sodlG34gP5TrsRkj8Gj02CKTUZvjcQxoLuGrbVYe+QRAehiYvCVlKI7IL9D0mnRxsWgMZt7JoGG1HkPNPaDK14/u9/Z89zT09OPaoa7A/1kn7vBYOCCCy7gggsuoKysjG3bttHUpM4IFRcXx5AhQw56qPyRONR5fg+ktZrROiIw9csM30kD6JPiMQ3uR8fS1STcfjVSp3pyWIYNwTx0EE3vfEDyX28G1BM2/uxz2ffM4zQvW0r88WrTq33ICJzLv6B17UriTz6LAAq66Gg0ZjOWvDx17Ctg6JMAoVB4ylSAik8KkAMyfc4YSMWSXex8ZhVR/eM5/WU1Mcca3z12dHdL9+Qi6X/obnaTtFqSb7+5R4Y6gNQmEfR14qotoX1fAdF9R9G3z8noDVYURSE5Q82IbWkspLVhDwMnXIWk0aLrqpUabA4CrlYsCT2/M11kJLqoqIMSt/SJ6r815p5zR7vqPdgSugK/QctJj47nnVM+ZOAgHUnJPYPiD7FE6vnjq0N545YCdnzjpGxzG5JRwjohn/av1gIQbGhBCYWwxaeTNeViSr75F4ocwrN/DnRJIjNiBDGmPuxs/hp/yEssicRLPedXN0lmmgMtaCQdg5JOUcew7z+eSGh0xh6BXS134kEZ7ZJOXccQ1x38rA49EbEG5JCCuzWAPbr75vaKCyO47U9RjB9pRqORcLUrvPd6XPjRt/+/CdcNJipN7aM3O9TjrfgDGPqkhee33y8hdQTR8d1NuKm6XCI1B89lbcHOEMYRRSwGSd2mQW/FYLDh87X1WFerVwOaztwzT8CQGA/Bg6fLtaQ41JvCrtadrGHqb3DSBcksW1DNiVenY7Jq0Wgkbrgrmv6DjZx0hhVXu8zePX7aBuTT4fTx7Jx1eNqDxKZbCOQNwTw0l46VW2j74nt08Q7MA7NwaPtjS8lGb+3+nSc0tx20TwA6jZH8uJkEFT+yEmJ743+Iai0jOWUU0dG5NDTuIil5ZHf5IqJRFDk8lS+ovwcgPM30fvr4aHWIpr3n9xExLJ3m1UXoHep1QGdSb95G3D6Zry5eyPbnvmf4XyYRM0Kd0Cpxal9iRqdT8toaKhdvx7jXTfQfzsCQkoD+pAlEnDQBw+YQrpICXEW7sPcdTNTQMSSceBaaLftordqFRmegz6izKF/7PgVLnyF54DQyRp5N4bJ/4izbSFyW2iRvSehDZ0Nl+ME4AMbEFHWY4wFsI4bhXr8BfWz3NcDYpw/6+Fg0B9zcQ1fQj7ChTzjyh6Mcsl9h0/rRuPvuu3nggQe47LLLSE1NPWhk2vDhw3/kkweTlF4wO80LL7xAQUEBzz33XHjZX/7yF+Lj47nlllt+wT0TBEEQfim5jz55VJ8vvv3Gn2lP/jcWLlzIfffdRzAYPOg9SZLYvXv3D3zqh/WKp8Id6jy/giAIwu/IL171/N965plnmDVrFhdddNFBD7Y5XL0iuB/qPL+CIAiC8FvlcrmYO3fuQcnrR+KQpp891g51nl9BEATh9+P3NhRu6tSpfP311z/Lto6q5i7LMnV1dSQnJ//3lX/C/nl+//a3v/HEE0+Qnp4enudXEARB+J36FQboo5GcnMw//vEPli5dSnp6OjpdzxB9OM90P6Sa+/Tp0/noo48OWt7c3My0adN+4BOHb/88v1u2bOHjjz8mPz//iLbz4IMPMn/+/B7L7r//fgYNGsSwYcPCr5oadbrNqqoqLr30UoYNG8aJJ57I8uXLj7Yox9QPlW/NmjXMnDmT/Px85syZ0+MxhIczOVBvMXPmTIYOHRr+rk499dTwez9V1l+LX+N38lNee+21g35fGzdupK2tjWuvvZYRI0YwZcoUFi5c+Evv6mHZvn17j9bDnyqP3+/nzjvvZPTo0YwfP54XX3zxl9jlw/L/l2/Hjh3k5eX1+B73P0BFURT+8Y9/MHbsWEaNGsWDDz5I6Fg/7hWO2VPhequtW7eSn5+PVqulqqqK8vLy8KuiouK/b+AAh1Rzr6qq4u6776aoqIi//OUvPYYJ9YJkewBaWlqYP38+H330EZdffnmP9woKCnj88cc56aSTDvrc9ddfz/jx43n11VdZs2YNN954I59++ulRt0b83H6sfE6nk+uuu47HH3+ciRMn8vLLL3Pdddfx6aef4vf7D2tyoN7A6/VSWlrK6tWriT5ghiz46bL+0MNYeqPDnbDp16CgoIAbb7yRK664osfyP//5z1gsFtasWcOePXu48soryc3NPeIb9/8VRVH44IMPePTRR9EeMN/B3Xff/aPlefLJJ6mpqeGbb76hqamJyy+/nPT09J/1oSI/lx8r3+7du5k0aRL//Oc/D/rM22+/zYoVK1iyZAmSJHH11Vfzr3/9iyuvvPJ/ueu/eW+++ebPtq1D7nN/7rnn+PTTT7nqqqtwuVzh5b3lojpnzhy0Wi0nnnhij+WyLLNnzx7y8vIO+kxJSQlFRUVce+216PV6Jk+ezOjRo/nss8/+V7t9yH6sfEuXLiUvL4+pU6diMBi45ppraGhoYMeOHT0mB9Lr9cyaNYvY2FhWrlz5C5XivysqKiI2NvagwA4/XdZfi1/jd/Lf7N69+6Dfl9vt5uuvv+bPf/4zRqORIUOGMHPmTD7++ONfZicPw0svvcSCBQuYN29eeNl/K8/ixYu5+uqrsdvtZGRkcNFFF/1ga2dv8EPlA/UmrX///j/4mcWLF3PppZcSHx9PXFwcV1999f+kfL+3PneAmpoaHnvsMa666ir++Mc/8uSTT1JdXX3Y2znk4D548GAWLVpEU1MTs2fPpqKi4qAB9sdSMBikvb39oNf+G43/+7//46GHHjqon768vByv18v8+fMZO3YsZ555ZrjpvbS0lJSUFEym7hm4/tvkOcfKkZavtLS0xwRAWq2WtLQ0SktLj2hyoP+FnyprQUEBOp2O8847j7Fjx3L55ZdTUqLOif9TZf216K3fyZHyeDyUlZWxYMECJkyYwMknn8yiRYuoqKhAp9ORlpYWXvfXUs5zzjmHxYsXM3hw95zwP1WetrY2mpqayMnJOei93uiHygfqTdrmzZuZOnUqU6ZMYf78+eGHl5SWlh5UvrKysl7TcvtbsXv3bk477TQ+//xzzGYzWq2WxYsXc/rpp1NYWHhY2zqkZvn9tfOEhAT+/e9/c+uttzJ79uwjnkv+SKxfv57LLrvsoOUpKSksW7aMhISEH/gUtLe3M3r0aObOncvgwYNZuXIlN9xwA++//z6dnZ0HjSU0mUwHjbn/XzjS8nk8Hmy2nrOKmc1mPB5PryrfgX6qrFdddRWDBw/m1ltvJTY2lhdeeIErr7ySzz///CfL+mvRW7+TI+V0OhkxYgQXXHABzzzzDNu3b2fevHlcdtllPW6a4ddTzvj4g6dN7uzs/NHy7D//Dvxee3NZf6h8AA6HgzFjxnDeeefR1NTE9ddfzzPPPMMtt9yCx+PpUX6z2Ywsy/j9foxG4w9u72fxO7t3mD9/PpMmTeLvf/87er0602EgEOD222/n8ccfP+hZ8z/lkIL7gXdnJpOJZ599lieffJIbb/zfzf4zfvx49uzZc9ify8/P54033gj/e/r06YwbN44VK1aQmZnZaybPOdLy/dAEQB6PB4vFgtfr7TXlO9B/K+v5558f/u8bb7yRt99+m927d/9kWX8tfmsTNqWlpfWYo2LkyJGcccYZbNy4EZ/P12PdX3M5zWbzj5Znf9Dzer3hm89fY1n3J88BWCwWrr76ap544gluueUWTCZTj/J7PB50Ot2xDez8epvWj9TWrVtZuHBhOLAD6PV6rr766h7XxUNxSO3q11133UEn6o033shDDz3EyJEjf+RTvcP333/Pu+++22OZz+fDaDSSnZ1NdXV1j+fmlpWV9Wh+6u2ysrJ6ZIyHQiH27dtHTk7OQe9B7y/fe++9x5o1a8L/DoVCBINBjEbjT5b11+LX+J38lF27dvHyyy/3WObz+UhKSiIQCIRHpcCvu5zp6ek/Wp6oqChiYmJ6fK8/1P3Sm7W1tTF//vwe+VT7r5MA2dnZB5UvKyvrf76fv3URERG43e6DlrtcroOGxf03hxzcf2gqvDPOOONnze47FiRJYv78+WzcuJFQKMQnn3zCtm3bOPnkk8nOziYnJ4ennnoKv9/PypUrWbdu3Q9m1fdWM2bMYOfOnSxduhS/38+LL75IYmIiAwYM+FVODtTQ0MBDDz1EbW0tXq+XRx99lKysLPr37/+TZf21+DV+Jz/FYrHw3HPP8Z///AdZlvn+++/57LPPuPDCC5k2bRr/+Mc/8Hg8bN++nU8//fSwn0ndW9hstp8sz+mnn86zzz5La2sr5eXlvPXWW5xxxhm/8F4fOrvdzldffcVzzz1HIBCgoqKCl156ibPPPhtQy/faa69RV1eH0+nkn//85/+mfL+zoXBTpkzh/vvvZ9++feFl5eXlPPTQQ0yePPmwttUrpp89lsaOHcudd97JnXfeSUNDA5mZmbz00kvhPuxnn32We+65h3HjxhEbG8sTTzxBUlLSL7zXhy4uLo4XXniBhx9+mNtuu428vDyeffZZJEn6VU4ONG/ePFwuF7Nnz8btdjNq1Cief/55NBrNT5b11+LX+J38lMzMTJ566imefPJJbr/9dhISEnjkkUcYOHAgDzzwAPfeey+TJ0/GYrFw6623MnTo0F96l4/YT5Xnhhtu4OGHH+bkk09GkiQuueQSTj755F94jw+dRqPhpZde4sEHH2Ts2LGYTCbOO+88Lr30UkAdreN0Opk1axaBQIDTTjvtB/Nmfna/wgB9NG666SYuu+wyTjzxRKKiogB1GHR+fj533HHHYW2rVzwVThAEQRD+f3n3HN1T4Xbf/+t6Khyow7dXrVpFcXExJpOJ7Oxsxo0bd9jb+c3X3AVBEIRfqd9h1fODDz7AYrEwd+5cQO0Wr6ur46yzzjqs7fSKB8cIgiAIwu/da6+9xsMPP9zjee7Z2dncf//9vP3224e1LRHcBUEQhF7p9zZD3b///W8ee+yxHsmKN954I48++miPId2HQjTLC4IgCL3TrzBAH42mpiZyc3MPWp6Xl0ddXd1hbUvU3AVBEITe6Xc2FK5v374sWbLkoOWfffbZYc8rIGrugiAIgtALXHvttVxzzTVs2LCBIUOGALBz5042bNjAs88+e1jbEjV3QTiGNm7cyEUXXXTMtl9cXMw555zTIwFHEH4rfm997pMnT+btt98mLi6OlStX8t133xETE8PChQuZOnXqYW1L1NwF4Rjx+Xz89a9/5bHHHjtmfyM3N5e8vDxeeeUVrrnmmmP2dwThF/H/2rv/mKrqx4/jr+sPuGBXK4WaWh8RCy3rKzQVaSrhWhK/piNt2nK09FqbUQ21qesnZFpaX6plFkaaLrQ0rNxXm1J9W00q0CyQbBctJTUM0RvIz/v9w69n3gCDc714vD0f29m67/M+73uOG73u+8c55zIMaF9FR0crOjra53bouQN+snnzZvXv398YXvOXjIwMvfXWWzp9+rRfvwfodpdozj0/P1/jx49XTEyMsrKyVFdX1269o0eP6uGHH9bYsWN1++2367nnnjPeVeLxeBQTE2OEdXR0tHHvemfExMTot99+M30NhDvQCTk5OUpKSvIq+/XXXxUVFaXy8vJ2j8nPz/d6BOnmzZs1efJkFRQUKCEhQSNHjtSMGTOM99VLUlRUlDZt2qR7771Xt9xyi+6++27t2bNHGzZs0MSJExUTE6PHH3/c62VHkZGRGjRokDZu3HiRrxq4tC7FsHxRUZHy8vK0du1affHFF6qtrdXy5cvbrTt//nxde+21+vLLL/XRRx9p3759ev311yVJhw4dkiSVlJSotLRUpaWlXXplq68PjyXcgU6YMmWKfvnlF5WVlRllW7du1fDhwzVixIg29V0ulw4ePKj4+Hiv8sOHD+vjjz9Wbm6uNm7cqNraWj333HNedVauXKk5c+aosLBQV1xxhebMmaOdO3fqrbfe0tKlS7Vjxw598MEHXsdMnDhRu3btungXDPxLFRYWKj09XREREXI4HMrMzFRhYaFaWlq86jU2NiokJEQPPfSQgoODFRYWppSUFJWWlkqSysrKFBUVZfrdF76+M4NwBzrhpptuUlRUlNdtKlu3bu3wkZA//PCDQkJCNHjwYK/ypqYmPfPMMxo5cqRuuukmTZs2TXv27PGqM23aNCUkJGjo0KFKS0tTbW2tnn76ad1444266667NGLECB04cMDrmBtuuEF79+69OBcLWIWfhuWbm5t16tSpNpvb7ZbL5fJ6NXFERITq6up07NgxrzaCgoK0evVqhYWFGWVFRUUaPny4JKm8vFxut1tpaWkaN26cHnnkkTZttHdexqX/ref+T8f+HeEOdNLUqVP1ySefqLW1VaWlpTpy5EiHrzCtrq5Wv3792vz6ttls+s9//mN8djgcampq8qpz/fXXG/8dEhKiHj16eP1IsNvtXsPyknT11VerqalJtbW1pq8PsBp/DcsXFxdr9OjRbbbU1FTV19fLbrcbdc+97ry+vr7D9jwej7Kzs+VyueR0OiWdDf9Ro0YpLy9PO3bsUGhoqObNm3fB6502bZoOHjwoSSotLdV1110n6exoQmpqamf+yQyslgc6KSUlRS+++KJ2796tHTt2aMKECerfv3+7dW02W5thPOnsqzV79fL+s/v7L/S/77fZbP84RNfa2mq0DwQMP62Wj4uLU0VFRbv7UlJS1NDQYHw+F+p9+vRpt/6ZM2e0YMECVVRUaN26dcb/E/4e5AsXLlRsbKyOHz+u8PDwdtvq16+fpkyZokWLFumee+5RTU2NnnzySe3cuVP3339/l66RcAc6qX///powYYJ27NihnTt3asmSJR3WDQsL08mTJ+XxeLrlffN//vmnQkJC5HA4/P5dQLe5BLfCRUZGyuVyGZ8rKyvVt2/fdgP55MmTevDBBxUaGqqCggLjHeyStHr1at1+++26+eabJckYbQsODu7wu9955x2tXbtWOTk52r59u/bv368BAwbo/fff7/JdN/zMB7pg6tSp2rx5sxoaGtosljvfrbfeqqampjZz4/5SVlbm91vugH+D1NRUFRQU6MCBA3K73crNzVVycnKbUTGPx6N58+ZpwIABysvL8wp26eyi2hdeeEE1NTU6ffq0cnJyNGnSJPXr1++C33/PPffojjvu0FdffaWTJ0/K6XSa+tsm3IEuiI+Pl91uV3JysoKCgjqsN2TIEA0dOlS7d+/ulvPavXu3Jk2a1C3fBXQXm4+bGQkJCZo9e7acTqfi4+PlcDi0YMECSVJVVZWio6NVVVWl0tJSFRcX6+uvv9aYMWOMe9lnzpwpSVqyZIkGDx6sxMRExcfHq3fv3lq6dOkFv/vLL79UUlKSSkpKtGrVKs2dO1fz589XZmamTpw40aXrsHl8vZkO+BepqanR+PHjVVBQYAy3dWT9+vX68MMPtXnzZr+e0/79+zVz5kwVFRWpb9++fv0uoDvd+tjLPh3/w8uPXaQz6R7Dhw9XcnKynnzySeNv+ccff9TChQtVXV3dpc4CPXegE2pqarR9+3YtWrRII0eO/Mdgl84Or9XW1ur777/367m9++67ysjIINgRcP5tz5Z/5ZVX9NJLL3n9LY8cOVJbtmzR1KlTu9QW4Q50QnNzsxYvXqxDhw4pJyenU8cEBQXp+eef14oVK/x2Xj///LP279+vOXPm+O07AHSPyZMnt1seFBSkhQsXdqkthuUBAJb0X5m+Dcvv/e/La1j+YuJWOACANdH1NI1wBwBY0uU4b24VhDsAwJoId9NYUAcAQICh5w4AsCSG5c0j3AEA1kS4m0a4AwAsiZ67eYQ7AMCaCHfTWFAHAECAoecOALAmeu6mEe4AAEtizt08wh0AYE2Eu2nMuQMAEGDouQMALMnGS0tNI9wBANZEtptGuAMALIkFdeYR7gAAayLcTWNBHQAAAYaeOwDAkhiWN49wBwBYE+FuGuEOALAkeu7mEe4AAGsi3E1jQR0AAAGGnjsAwJIYljePcAcAWBOPnzWNcAcAWBI9d/OYcwcA4Dz5+fkaP368YmJilJWVpbq6unbr7du3TyNGjFB0dLSxrVq1SpLk8Xi0YsUKxcbGavTo0crOzlZLS0u3XQPhDgCwJo+PmwlFRUXKy8vT2rVr9cUXX6i2tlbLly9vt255ebkmTJig0tJSY5s7d64kaf369fr888+1detWbdu2TSUlJVqzZo25kzKBcAcAWJKt1bfNjMLCQqWnpysiIkIOh0OZmZkqLCxst9ddVlam4cOHd9jOrFmzFB4errCwMDmdTm3ZssXcSZnAnDsAwJr8NOfe3Nzc7lB7jx495HK5dOeddxplERERqqur07FjxzRw4ECv+uXl5QoKClJCQoJaW1uVmJioxx57TEFBQXK5XBo2bJhXO5WVlfJ4PLLZbP65sPMQ7gAAS/LXgrri4mJlZGS0KR80aJB69uwpu91ulIWEhEiS6uvr29S/6qqrNHbsWE2fPl0nTpxQZmamcnNzlZWVpfr6+jbttLa2qrGxUcHBwX64Km+EOwDgXyUuLk4VFRXt7ktJSVFDQ4Px+Vyo9+nTp03dc4vnJCk0NFROp1MrV65UVlaW7HZ7m3Z69erVLcEuMecOALAqj8e3zYTIyEi5XC7jc2Vlpfr27avw8HCverW1tVq2bJncbrdR1tDQYIR3ZGSkKisrvdoZOnSoqXMyg3AHAFiSzePbZkZqaqoKCgp04MABud1u5ebmKjk5WT16eMelw+HQZ599ptdee01NTU06dOiQVq1apalTpxrt5OXl6ejRo6qurtabb76ptLQ0X/9JOo1heQCANV2Ch9gkJCTo8OHDcjqdOnXqlCZOnKgFCxZIkqqqqpSUlKRPP/1UAwcO1KpVq5Sdna3Y2FjZ7XZNnz5ds2bNkiTNmDFD1dXVSk9PV1NTk1JSUtqd5/cXm8fD8/0AANYzfspLPh3/v1uyLtKZXH4YlgcAIMAwLA8AsCYGlk0j3AEAlsSLY8wj3AEA1kS4m8acOwAAAYaeOwDAkhiWN49wBwBYUyvpbhbhDgCwJrLdNMIdAGBJDMubx4I6AAACDD13AIA18RAb0wh3AIAlMSxvHuEOALAmwt005twBAAgw9NwBAJZkY87dNMIdAGBNrZf6BC5fhDsAwJLouZtHuAMArIlsN40FdQAABBh67gAAa2JY3jTCHQBgSTzExjzCHQBgTfTcTSPcAQCWZONWONNYUAcAQICh5w4AsCaG5U0j3AEA1kS2m0a4AwAsiSfUmcecOwAAAYaeOwDAmui5m0a4AwCs6RLdCpefn6+8vDz99ddfSkhI0LPPPqvQ0FCvOlVVVUpKSvIqa2xs1ODBg7V9+3Z5PB7ddttt8pz3A+W2227T22+/3S3XQLgDACzpUsy5FxUVKS8vT2vXrtWAAQP0+OOPa/ny5Xr66ae96g0cOFClpaXG5z/++ENTpkzR4sWLJUmHDh2SJJWUlMhms3Xb+Z/DnDsAwJo8Ht82EwoLC5Wenq6IiAg5HA5lZmaqsLBQLS0tFzzuqaeeUmJioiZMmCBJKisrU1RU1CUJdolwBwD8yzQ3N+vUqVNtNrfbLZfLpWHDhhl1IyIiVFdXp2PHjnXY3jfffKOSkhI9+uijRll5ebncbrfS0tI0btw4PfLIIxds42JjWB4AYE1+GpYvLi5WRkZGm/JBgwapZ8+estvtRllISIgkqb6+vsP2Vq9erQceeEB9+vQxyoKCgjRq1ChlZmYqODhYOTk5mjdvnjZu3HgRr6RjhDsAwJr8tKAuLi5OFRUV7e5LSUlRQ0OD8flcqJ8f3Of7/fff9e2332rFihVe5fPmzfP6vHDhQsXGxur48eMKDw/35fQ7hWF5AIAl2TwenzYzIiMj5XK5jM+VlZXq27dvh4FcVFSkMWPG6Oqrr/YqX716tX766Sfjc2NjoyQpODjY1Hl1FeEOALCmS7CgLjU1VQUFBTpw4IDcbrdyc3OVnJysHj3aj8u9e/dq1KhRbcpdLpdeeOEF1dTU6PTp08rJydGkSZPUr18/U+fVVYQ7AAD/LyEhQbNnz5bT6VR8fLwcDocWLFgg6ey97dHR0aqqqjLqHzlyRGFhYW3aWbJkiQYPHqzExETFx8erd+/eWrp0abddh83jMfnzBgAAP5p86xKfjv+fH7Iv0plcflhQBwCwJvqephHuAABrukSPnw0EzLkDABBg6LkDACyJ97mbR7gDAKyJcDeNcAcAWFMr4W4W4Q4AsCZ67qaxoA4AgABDzx0AYE303E0j3AEA1kS4m0a4AwCsiQV1phHuAABr8vCIOrNYUAcAQICh5w4AsCbm3E0j3AEA1sScu2mEOwDAmui5m8acOwAAAYaeOwDAmui5m0a4AwCsiXA3jXAHAFhTK/e5m0W4AwCsiZ67aSyoAwAgwNBzBwBYEz130wh3AIA18RAb0wh3AIAleXhxjGmEOwDAmui5m8aCOgAAAgw9dwCANbGgzjTCHQBgTTzExjSG5QEA1uTx+Lb5KDs7W8uWLetwf2NjoxYtWqQxY8YoLi5Ob7zxxnmn7tGKFSsUGxur0aNHKzs7Wy0tLT6fU2cR7gAAnKempkZPPPGE1q1bd8F6L7/8sqqqqrRz505t2LBBmzZt0rZt2yRJ69ev1+eff66tW7dq27ZtKikp0Zo1a7rj9CUR7gAAi/K0tvq0mTVjxgz17NlTd9111wXrFRYWyul0yuFwaMiQIbrvvvu0ZcsWY9+sWbMUHh6usLAwOZ1OY193INwBANbkp2H55uZmnTp1qs3mdrslSfn5+crJyVFoaGiHbdTW1urEiRMaNmyYURYRESGXyyVJcrlcbfZVVlbK002LBFlQBwCwJj/d515cXKyMjIw25YMGDdKuXbt0zTXX/GMb9fX1kqSQkBCjzG6368yZM8Z+u91u7AsJCVFra6saGxsVHBzs6yX8I8IdAGBNfnpCXVxcnCoqKnxq41xwnzlzRldccYXx3+d6+3a7XQ0NDUb9+vp69erVq1uCXWJYHgCALrvyyivVv39/VVZWGmWVlZWKjIyUJEVGRrbZN3To0G47P8IdAGBJnlaPT5u/paam6tVXX9XJkyd18OBBvffee0pLSzP25eXl6ejRo6qurtabb75p7OsOhDsAwJo8rb5tfhAdHa3vvvtOkvToo49qyJAhSkxM1IwZMzRt2jQlJiZKOrviPiEhQenp6UpKSlJMTEy78/z+YvN019I9AAC64M6e0306/rOWgot0JpcfFtQBAKyJV76axrA8AAABhmF5AAACDD13AAACDOEOAECAIdwBAAgwhDsAAAGGcAcAIMAQ7gAABJj/A5fWABkdHFK7AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "system.m.plane(\"x\").mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we have a magnetisation texture we can compute the SANS scattering cross sections." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Computing SANS Cross-sections" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can use the `mag2exp` package to calculate the cross sections.\n", "The scattering can be calculated with the use of the magnetic interaction vector ${\\bf Q}$ \\[[Mühlbauer 2019](https://journals.aps.org/rmp/abstract/10.1103/RevModPhys.91.015004)\\] where\n", "\n", "\\begin{equation}\n", "{\\bf Q} = \\hat{\\bf q} \\times \\left[ \\widetilde{\\bf M} \\times \\hat{\\bf q} \\right],\n", "\\end{equation}\n", "where $\\hat{\\bf q}$ is the unit scattering vector and $\\widetilde{\\bf M}$ is the Fourier transform of the magnetisation.\n", "\n", "The scattering vector is defined as \n", "\\begin{equation}\n", "{\\bf q} = {\\bf k}_1 - {\\bf k}_0\n", "\\end{equation}\n", "where ${\\bf k}_0$ and ${\\bf k}_1$ are the incident and scattered wavevectors respectively.\n", "\n", "From this the magnetic contribution to the cross sections can be calculated as\n", "\n", "\\begin{equation}\n", "\\frac{d\\sum}{d\\Omega} \\sim |{\\bf Q} \\cdot {\\bf \\sigma}|^2,\n", "\\end{equation}\n", "where ${\\bf \\sigma}$ is the Pauli vector \n", "\\begin{equation}\n", "{\\bf \\sigma} = \\begin{bmatrix} \\sigma_x \\\\ \\sigma_y \\\\ \\sigma_z \\end{bmatrix},\n", "\\end{equation}\n", "and \n", "\\begin{align}\n", "\\sigma_x &= \\begin{pmatrix} 0 & 1 \\\\ 1 & 0 \\end{pmatrix}, \\\\\n", "\\sigma_y &= \\begin{pmatrix} 0 & -i \\\\ i & 0 \\end{pmatrix}, \\\\\n", "\\sigma_z &= \\begin{pmatrix} 1 & 0 \\\\ 0 & -1 \\end{pmatrix}.\n", "\\end{align}\n", "\n", "\n", "For a polarisation in an arbitrary direction the Pauli vector can be rotated.\n", "\n", "This takes the form\n", "\\begin{equation}\n", "\\frac{d\\sum}{d\\Omega} = \\begin{pmatrix}\n", "\\frac{d\\sum^{++}}{d\\Omega} & \\frac{d\\sum^{-+}}{d\\Omega}\\\\\n", "\\frac{d\\sum^{+-}}{d\\Omega} & \\frac{d\\sum^{--}}{d\\Omega}\n", "\\end{pmatrix}\n", "\\end{equation}\n", "\n", "These then be combined in order to get the half and unpolarised cross sections.\n", "\n", "\\begin{align}\n", "\\frac{d\\sum^{+}}{d\\Omega} &= \\frac{d\\sum^{++}}{d\\Omega} + \\frac{d\\sum^{+-}}{d\\Omega} \\\\\n", "\\frac{d\\sum^{-}}{d\\Omega} &= \\frac{d\\sum^{--}}{d\\Omega} + \\frac{d\\sum^{-+}}{d\\Omega} \\\\\n", "\\frac{d\\sum}{d\\Omega} &= \\frac{1}{2} \\left( \\frac{d\\sum^{+}}{d\\Omega} + \\frac{d\\sum^{-}}{d\\Omega} \\right) \\\\\n", "\\frac{d\\sum}{d\\Omega} &= \\frac{1}{2} \\left( \\frac{d\\sum^{++}}{d\\Omega} + \\frac{d\\sum^{+-}}{d\\Omega} + \n", "\\frac{d\\sum^{--}}{d\\Omega} + \\frac{d\\sum^{-+}}{d\\Omega} \\right)\n", "\\end{align}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For example the unpolarised cross section calculated with the polarisation along the $z$ direction." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import mag2exp" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"unpol\", polarisation=(0, 0, 1)\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `mag2exp.sans.cross_section` function produces a three dimentional cross section in scattering space. A plane of this cross section can then be cut to obtain the relevant scattering plane. For example the `z=0` scattering plane is used here, this is equivalent to the incoming neutron beam being parallel to the $z$ direction.\n", "\n", "As the cross section is a `discretisedfield` object the built in plotting functions can be used to view them.\n", "\n", "NOTE: The values of the axis in Fourier space are frequency NOT angular frequency so DO NOT include a factor of $2\\pi$. i.e. $|{\\bf k}| = \\frac{1}{\\lambda} \\neq \\frac{2 \\pi}{\\lambda}$, where $\\bf k$ is the wave vector and $\\lambda$ is the wavelength." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Due to the high intensity of some areas a linear colour map make some features more difficult to see. We can use `matplotlib.color` to change the colour bar to a logarithmic scale. This \n", "reveals the higher order low intensity diffraction peaks. " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "import matplotlib.colors as colors\n", "\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\",\n", " colorbar_label=r\"Intensity\",\n", " norm=colors.LogNorm(vmin=1e-3, vmax=cross_section.real.array.max()),\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is also possible to just plot a selected region of the cross section by" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "sans_region = df.Region(p1=(-40e6, -40e6, 0), p2=(40e6, 40e6, 0.5))\n", "cross_section.plane(z=0)[sans_region].mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For this in the parallel scattering geometry the spin-flip cross sections are" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"pn\", polarisation=(0, 0, 1)\n", ")\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity (arb.)\"\n", ")\n", "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"np\", polarisation=(0, 0, 1)\n", ")\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity (arb.)\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "and non-spin-flip cross sections are" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"pp\", polarisation=(0, 0, 1)\n", ")\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity (arb.)\"\n", ")\n", "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"nn\", polarisation=(0, 0, 1)\n", ")\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity (arb.)\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also look at the scattering geometry where the beam and polarisation are no longer parallel." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"unpol\", polarisation=(1, 0, 0)\n", ")\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity\"\n", ")" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"pp\", polarisation=(1, 0, 0)\n", ")\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity (arb.)\"\n", ")\n", "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"nn\", polarisation=(1, 0, 0)\n", ")\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity (arb.)\"\n", ")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"pn\", polarisation=(1, 0, 0)\n", ")\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity (arb.)\"\n", ")\n", "cross_section = mag2exp.sans.cross_section(\n", " system.m, method=\"np\", polarisation=(1, 0, 0)\n", ")\n", "cross_section.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity (arb.)\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is possible to examine the chiral function $-2i\\chi$, which gives an indication of the asymmetry of the scattering." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "chiral = mag2exp.sans.chiral_function(system.m, polarisation=(1, 0, 0))\n", "chiral.plane(z=0).mpl.scalar(\n", " cmap=\"gray\", interpolation=\"spline16\", colorbar_label=r\"Intensity (arb.)\"\n", ")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.13" } }, "nbformat": 4, "nbformat_minor": 4 }