{ "cells": [ { "cell_type": "markdown", "id": "7e0550bd", "metadata": {}, "source": [ "# Tutorial for Reading Structures from Protein Data Bank (PDB) Files and Generating Inputs for NERDSS" ] }, { "cell_type": "markdown", "id": "5b99e5c4", "metadata": {}, "source": [ "## 1. Introduction" ] }, { "cell_type": "markdown", "id": "fc396be4", "metadata": {}, "source": [ "Functions from ionerdss enables users to read structures from Protein Data Bank (PDB) file and extract the coordinate information stored inside, and generate NERDSS-readable input files (.mol and .inp files). The functions introduced in this tutorial is a series of step-by-step seperate functions that can be used in Jupyter Notebook. This tutorial treates the chains in the PDB file as individual molecules, and the user can choose to generate input files for all chains or only specific chains." ] }, { "cell_type": "markdown", "id": "9812bcf2", "metadata": {}, "source": [ "## 2. Functions" ] }, { "cell_type": "code", "execution_count": 1, "id": "a3327753", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Imports successful!\n" ] } ], "source": [ "import sys\n", "import os\n", "\n", "# Go two levels up from docs/source/ to reach the project root\n", "sys.path.insert(0, os.path.abspath('../../'))\n", "\n", "import ionerdss as ion\n", "\n", "print('Imports successful!')" ] }, { "cell_type": "code", "execution_count": 4, "id": "f0144268", "metadata": {}, "outputs": [], "source": [ "%matplotlib widget" ] }, { "cell_type": "markdown", "id": "47134226", "metadata": {}, "source": [ "### 2.1 Creating the Main Object" ] }, { "cell_type": "markdown", "id": "517c2e6d", "metadata": {}, "source": [ "This function will extract the coordinate information stored inside a database PDB file and create a ProteinComplex object. It will calculate the COM of each unique chain, as well as recognize the binding information between each pair of chains (all atoms of different unique chains that are closer than 3.0 angstroms are considered as bound), including whether two chains are bound and the coordinates of each binding interface. All the information will be printed on the screen and the object created can be used to implement other functions." ] }, { "cell_type": "code", "execution_count": 2, "id": "63af797e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Finish reading pdb file\n", "4 chain(s) in total: ['A', 'B', 'P', 'Q']\n", "Each of them has [2754, 2763, 66, 66] atoms.\n", "Center of mass of A is: [0.975, 5.018, 3.545]\n", "Center of mass of B is: [4.214, 6.886, 2.019]\n", "Center of mass of P is: [2.635, 5.307, 3.115]\n", "Center of mass of Q is: [2.555, 6.419, 2.222]\n", "Interaction site of A & B is: [1.752, 6.239, 2.643] and [2.223, 6.546, 2.559] distance between interaction sites is: 0.568 nm\n", "Interaction site of A & P is: [2.096, 5.612, 3.193] and [2.417, 5.159, 3.148] distance between interaction sites is: 0.557 nm\n", "Interaction site of A & Q is: [1.831, 5.940, 1.576] and [2.400, 6.433, 1.890] distance between interaction sites is: 0.815 nm\n", "Interaction site of B & P is: [3.350, 5.290, 2.839] and [2.856, 5.318, 3.063] distance between interaction sites is: 0.544 nm\n", "Interaction site of B & Q is: [3.064, 6.419, 1.962] and [2.619, 6.526, 2.028] distance between interaction sites is: 0.463 nm\n" ] } ], "source": [ "# reading in a structure from a Protein Data Bank (PDB) file and create a ProteinComplex object\n", "clathrin = ion.ProteinComplex(FileName = \"../../data/1utc.pdb\")" ] }, { "cell_type": "markdown", "id": "b275b3fb", "metadata": {}, "source": [ "### 2.2 Generating 3D Plot " ] }, { "cell_type": "markdown", "id": "98a60492", "metadata": {}, "source": [ "This function will generate a 3D plot indicaiting the spacial geometry of each simplified chain. The solid lines of different colors are connecting the COM with interfaces within each chain; the black dotted line are connecting each pair of interfaces and the COMs are shown as solid points with their names above. To interact with the plot, other IDEs rather than Jupyter Notebook (such as VSCode) are recommended." ] }, { "cell_type": "code", "execution_count": 5, "id": "e2d2cf84", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f41f832d9a4b4f6cb093e932c4c9f921", "version_major": 2, "version_minor": 0 }, "image/png": 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eKfcxVtcw49FF/66xj2CC0KhHTAAaRjNt5xYUVXwHVj9+Lr/88k1WrzifjbONiCMEAu5euno0BxACZBez6NgQEaXMMK6EEC62zYxZ9wMghlUQBkvv6P4IE4TlTDTxCSs742+f/4Cl22iC0GjumAA0jCrFj09jYk3qOvNFHPFtiD/i/GgxVsxak0QA+lm+CATcyknJagEsl2hiv1GIuRwZxuUszZJ0Xbof/KLUwS4lWoNQBaHWpSynkEpSdiZMEJqF0GjOmAA0jCpE67gRoI9LldIsSdG4JyxzWGko6kw2btxkiTiiiu0jkQTLGC5f6giW04JV6Um41jKMS0WwSwnnrgpCzj8shpqEAeUSgmmzjk0QGvWACUDDqGKXb5puHgqTLhZEfuLyTWKZKyYAeY2JHZGDuxdh6b+WlGqJAcxCoQzjYGatWsYqlWHsUwoxxrhYsJT6RanZD5yPH3744Rxu81J1KdGknTyShVQQ6nkaJgg1y9gEoVELmAA0jCqt7Ze2nZta5ohR4zvIxM0zUaFQYedKTXrlEI9prEhRmbUkkpBIoRnGfiJFrQvhQkWpGS/nJQ8NGkPoF6VWQZhXce5SZB3rd0UJQsYFPBSpIAwWaTeMasAEoGFUcW2/tMkYZGpihaLcSxrxF7Vedfli2cGlHPzuLJY8XN1sf1AQFdvOWqFQhrGfSKGW2nIJwXK3gmM/FCpKzXnA9viWUsRj2raE5Sg5A3quIvJZL/G2XNPAmH0LoQlCoxowAWgYVVzbL4mgYhLFMgdY5ph8SP5IQ3C9hVy+hT4XB0QqkyaCgIK9/D+YWdpcSq5EZRj7PYy1F/NHH300R0JJqdyk5bQ4hq3LL0qt7wkW5/bFs7rO4+yLSmQdq8j1LYTqBuea1GvcBKFRaUwAGkYV1/aLK6hwKZKAgUVl0UUXdd+lojIN/nqZtMggRqjm2cvXb0PHRMi2YzUhkWDhhRduEkTBRAJfEPnfVetoD2MEDrFydGdRCyHHt5Q9jKsp47hQcW4s0JwL7Ks4sZSVFIBK8KHOF4R6jYb1MTZBaJQaE4CGUcW1/TSTt9D3YCljYlxqqaWaypPoZ7MKQIQI4i/K5Zt0exXEHN/LxL7ccsu5ST1KEAUTCVhwcYOKBERqc2vvpXFzpc4wLrd4TrqNYUWpfWEcjKXknNAuJZUSgMU69IQJQo4vVnwwQWiUAxOAhlFGuNGryxeKBagXSgJBPOHyZYLAModYyDOzFlHJRFvI5Rskzjr5zs8++8xZsLQNXRyrkAoitsWPG8NlivXTz7BN26qsXjOMq8kCWAyuCSzF2rvaj6VEGHNecJ5o7cxyo9n7cUkqCPV6MUFoZKX53CENo8pRKxYTVtwbuL7Hnzj5v7bjIrt0kUUWybWdm1raNIM4T5cv243FEhcvS3Dii4sfN0bSAMWt1WXstyrzBWFzih9Mm2GcV528tJTCIheMpdQuJX7ZmU8//bRssaRZxxhXEPI7xzjuw5lhBDEBaBhV3s7Nn1SYzLB2YfVC9OikF/XZpAJQXb5MMEwsScVf1DoZN9tNUH/nzp3n2u486rQFrUIqAoKdKXhPqRIq8iCNaI+bYVzphJpyuGT9LiWME0HMuey37wvGkua5L5JaANMKQs5rE4BGFkwAGkYJ4Uat9c4QHkldN/peJhXN8uWmT2eQYi7OJALQz/Il1g+BmWaiDlsn243LV13VhQL20xC2ncFWZX78IEI0WG4mbZmRUpF1W6IyjDWhht/9RItyUYlWcIgxjSWNat8XFIRZtrHUY9R7SDDZxDCSYgLQMErs8sXqhRUG8ZMUvcEjzHjix91LqZS47mO1FhR6P9uIsPQ7hjA5pu3oEZadvMACC7js5ELJLpVo2YbQxYXsW9A0oaI54SfUgJ9QAmPGjClZhrFPuRNOws794LngC8I8sq3ztgBWej1G88UEoGGUuLYfN+k4mbFhaFcQBCBlQdTFGQedHAoJQHX5Yikj2UM/kyWBhM8xXuLQmFCD2cmFPlephAp1l/76669NZWmSFKSuNTShhuPOAwrHSGMIS9nDuBIWwGIZucHkorBsa18QFrMWl7PPsQlAIwsmAA2jhO3cuEGnbeeGdQpxBsT7aXxXXPz4wbDtJB4KyyQuX4RQ8LNpLYCIXyxKfB5XdTA7udC2piFrtrPfdSIqfg6rKIIedzYivNRJBOVC14UYRuSUuodxuQWgxtxmeTjws83VWuwLwqA4LqcFsLk9mBjlxQSgYZQ40SOpANQAb5bFFlvMWdLSxuPp9xVz+YZ9No3VksmSiRKXL9ueZCKslmLOUfFzCGYsmmQZl9pdWu54xGD3mTwyjOOsq9TkkZGr2eac01Hi2D8fyiVyzQVsZMUEoGFkRF2ehdq5xRVTfAdWP34izphYmGSyxOP5n41y+YZ9NqloRSAhjhBEfHeaba3m+DnNJmV8pSjIXAniHOM8M4wrlQSSF4XEsYYPAJZCHiBKVY9SY3vNAmhkwQSgYVRJOzdisRBnuBhx+erNPauLUyeLQi7fqM8lEa3sA2r7aS/bNNuZlkrGD/oWIfaxtinjOPpdKarZEppElMXNMA7Lqi133FqpBWdQHDP2jz/+2O0jvx6lvz/yEG16jpgF0MiCCUDDKHFtv2JJIL44w22KsAhaENNaAFlUoBVy+YZ9Ns46EXu4k1W0IoIQsmm2NS2VtLaFWYSCXSnS1N+rpcLMUS372A/BrFoEUrkFYCVEEg9CrDfKWqr7g59pBKHeT0wAGlkwAWgYJW7nFtbNQyHjsJg4y2oBpAZfMZdv1DZHwfbg5kK4qkUxq5ColhjAPNuUIXgQAAjlYtax5kCxrFr2Az+5dsrhMq+Eyxl0nWHWUhWEfoFyXxDGuUZVAJoL2MiCCUDDSIBaONSSEWdy0Rt6MGuPXrtffvmls5wgoqJu/GnKyKhVkZ8Er0e1i4uikOhErCJacX1qnGKczxVbH9+LBTFNHb5qFY9Yx7QgdbDmHC5C0Mkf0Vju+oPlKFrsu8w537WfbViGcd4xc5UqOxO1Tv98AM4HFYTBAt2FupTkIQDvv/9+ufnmm93/OTZnnXWWLLfccnO856GHHpILLrjAeSaU2267zd2zXnrpJfnXv/7lrNzcvy688EJ3nzFqBxOAhhETbrpYM9StlKadm34PN3sEAFa5Yq2ckooqPyZPO2IknQSj1slkhUWRiYkSL8EJKK0AZL9iHUIAsW+aYx/fMOtYsMQI+5PXOUc4fqVIIKg0jA/BEXSZlyJmLmkZmHJn5nK+s4S5z7VLiW8dVItxVgFInOLFF18sjz76qDsOiLrTTz/d/fQZNGiQHHHEEbLnnnvO8XfCG4477ji59dZbpUuXLu7nySefLDfeeGOq7TEqQ/O7uxhGzmihYLXgJRUjvgDUdm5AZ5A4vXaTiCri7/h+XE7E5H344YepLXL+5/g/N30m6CTdSOJaKtluLGBYEnR/I4p8Nxmvh7lNa9WFGiwxohmlZJOyD5ikfSGcNl6smixk4K8v6DLPu4dxtRWeTuM+92NKoX///m4frLTSSs4yl7Q+KGC5HzhwoBOfPGjQrScsMWzw4MHuGDzwwAPuPD366KNljTXWkJdfftkJPxbYbbfd5KKLLnLXK/GPRm1gAtAwCqA3YVxXTD5pbm7qEmJiR+xwo6UtWpJ4vGIiLiqRJItLVj/HpMwEgSAr1o0kyfqYeLBUsn9py6XiJhg3pVYR1u+7TVUQVqv7N21GKfuQSb9z585N7mJfCPtiqNbiLosJpCwZxlHrK6f1OM/afL773LcYc+949tln5YknnpArrrhCVl55ZVlrrbXkgAMOSOSCRfxh4TvqqKPc+Ra03nFd4qHYb7/9ZJ111pG33npLDj30UCcGeRDkYS1o1UUsmgCsHUwAGkbMdm5pJ0smBRVocdui+RSrIxisHegnkmQVgFiksCjiisTlW8wlGXd9TOh8L5M5llAEDvs7bDIP9m5Vt6nGkPE3hC+vN4e2bbr/1H3vx4upGPLdgyqEi7Uoi6KaLWRxMoxVDIcV5a4lC2Bci/GRRx4pf/nLX+T99993D0VvvPGGi8fDMrf55psn+s7VV19dXnnlFScoDzzwQHnuueea7k+cT74o7Nevn/Tt29etK2qczSFUo54wAWgYMWr7pe3nqwIK0og/KCQ+o2oH5iEAmWxxQxIjlDSJJAq2BSseAgZLBt+dNDkl6Dal7Rz7KOgyZJ9EBdHXIkEh7GfXaouyYEHqYtSSQCqWYczxD7Zpq/YYwCzr4fzfbLPNZPvtt0/8ee4Z3JfWXntt9zvfQwwg8b2rrLKK+xsW18cee0z23Xffps+xzzmvsAy+/vrrTX/nOGhMs1E7mAA0jJjt3JIIQBU6uEoQOfw/rWUqTMRpuzgm/rDagYU+WwzGSbwR+wE3pFqg0m6r/724khGtQVdyWqGq4hxBoHXmVBCw77EqlrptWykoto1RBamxCGlHiizt2kpFni7nYkW51TrsWwpLnVRT7jZwadfFOUI838MPP+zuH8QD8n1Y4xX21zXXXCPdunVzQvGdd96RYcOGyXnnnefee+6558qoUaOcC/ree++VXr16OVFq1A4mAA0jRm2/JALFj5nDKkc8EyVf0lgQw9aNyOHpPczlW+yzxeBJHisA28rEmkT8FVqfJr/oJBO0TuUVyxZ0GYZZiJJayWoBvyB1sWQK3zJaSxbANEW5y9GVw6dcFses6+nRo4eceOKJLm6Q84Dr5YYbbnD3KRI6/v3vfzsL/dVXX+2SO7h+ubYuu+wylwAGl156qfsOXmN/8z6jtjABaNQ9GlukMWhRsS1xBByTLkIHYeHHzGUp5uzHABZz+YZ9Nu56ufnz3VjTEK3a1zTptkZ9L1YarA1RE1eW/RPXQqSiSK1k1VhuJg8rWaFkCt8yyvs0RrVcQrBc61ELGeczY807w7iSSSd5rGeHHXZwSxCsgsqaa67p6gWGQWLIgw8+mGkbjMpiAtCoa+K2cysmpDQRAVERViYliwDUllIkkeDWStJ5I24GMduN23fJJZd0MWYIzbTbq58L+95C21lqWIfft5V9GsyyrZYuHXmvNyqZAnGOOPzoo4/msoyWYuyVsDiqUCqWYcz54GdZpzn+5bQAVsPDilHbmAA0pN4TPaCQ+CtmAeQ7KBND/FFUmZS0SSS6rcQ08R3BzhtZBSBCAIslk59flzBr9rC6qfkZt/9wFstXms+GZdlqq7LmXG7GT6ZgH/DggrvPj50rVXeOanI5R4liFj9uUJc4WdblsgCaADTywASgUXfEcfnGFXAIBtybCBwEVNREmVZQYYnTBBK+P2nMUqH1atHosD7BWQUgBaiZNOO4qfVzlQarF+7CYJeOYEIBVEtSRR5o5qwfOxfWnUOFcBZXaTkFIOuKu75iGcaaZe1biMOspOXMAm4u559ROUwAGnVb2y+u+IvqjIEoYCGujey3tBbEMPzvx2XFd6e54YfVEPS/O8qdnEYAqkDiJy7wpCVe8o4BzEJYuZlPP/20LOVmymlpDFtXWHcOFUKEIWRxlVe680ieGcZhVtJaigE0DBOARt3W9kuCL+CChZfjuGSTdsjws3yZdLDW5ZVBrN03krqTC8G+wQ2u26mZgkm2s5rh+DPh4y7EYurHjwV7tiKc0hZlrsT+KLauoKvct4z5rvI4rtJKiNs89mVYhnGYlVStjojmUlrozAVs5IEJQKPZw82SrE8tVJrWIsD3JM3C9T8fZ/LDpYz4892nTDRZEkj0s9p9Q93VhbY9iWDFVUrpGL6PGEgSCtJYesodA5iF5lJuJs1xCrpK1VXOuesXpOYaQTD5Yy+nBVAf2EqxvqgexlhI2RdcA3lnGPuYBdDIAxOARl3U9lOLTZYuBHwHQqdQ4eW0LuBCLuU8SsggSrBSxO2+EXedCGssf2wv361JNWm2My2Vth7mXW6mlpJNwlzl6iolHEAtYyqC9DO1ZgEshmYYM2YspQjDvDOMfSwG0MgDE4BGXSR6aL2zNGDdwc3Hd2I5i5PRmkRQFXPLZhGAfA6rJeU+ojKUk25voRIvOqmltQBWIkasnsvN5L2/fcunbxlT6yBQJF0TSkrZqi9pnG+ertlSZBj7mAXQyAMTgEZd1PZLW4YF4YSFiwkLy0Ya8QesP8w65rt8o9yyYYkccWB7sUDxeb8odRwKCbmo0jHBzyUFAUz2sFpKNLkizsRYzVazNOVmym0lKxV+7T3OYY4voohzMxg7mXervko8TIStM68M4zwtgBR3vvnmm93/sVqfddZZstxyy83xnrfeekv++c9/Ohc/69tvv/2a+g6ffPLJ8sYbbzSd07SMvOKKK1Jvj1EZTAAazYZCtf2SCkDei4VL4waZnBGDaSeVsCxibvzEDBXLIvbj+OLCdjPBIqCYTJLWcYsSgCpY2R9YFPOwQnC8cFHzc6mllmqyliC8IWgpidrWWqFYuRndp/xejnIz5RabWIvVVV7K2MlKCMA4yRlpM4yDlvK01x7t8S6++GJ59NFHXTjIbbfdJqeffrr7qbA9hx12mFx//fXSu3dvZ7X905/+5FrIrbTSSjJ48GC57rrrXB9go3YxAWjURW0/FWBxJgXtWwtq4eJ7szx5+wJUXb6sJ04mbhIXMOtA+CFWl156aXcjZ0lK0JLndzopJFiTWgBxD2oCCWJVrSCIhKA4QiwjCPwEg1qPgwqLoWM/c/xKXW6m0iVnCgkhxs+5psc7Te/earEA5pVhzPix6Gtf3rTnPvecgQMHun3LvQhxx/73YR2nnHKKE3/AQzDbpu/lJxY/SiPxIHjSSSe5UBCjtjABaNRFbT+dNIvdoInP0ZscSQ36uSyuTf08n/Vdvrhl4xZJjrNeFa68H+HKpMHfsk7y7F+scUxIuIk0vitqWyHOOtVKufDCC7sJjXjCYuLId5thPeI1JjH+3xziBznfEEQcOwR8qcvNVFNSRpgQ8q2DSXv3lqstW97rLFSH8ZprrpGXXnrJudT79esnG2ywgay99tpOhCVZL+Jv0KBBctRRRzmxeeONN87xOg9g6u6Fu+66y8USr7766k70rbfees4NjDD8z3/+IwcffLA89NBDNf9AVm+YADSajcu30GSgr0W5aHzLGW5I4pR89OaaNpEEEGOffPJJrMLRwXUXWy/bjVUxTLim7egBWGQQxAi0JHGEhdbJWLBqYM2g1A2TGf/31xsGY/J7uaqrGDGImES8qzhg8qzW0ivVVG6mmuvyBY930t69lbIA5p2c4ceQXnTRRS4274UXXnClZs477zy3Xw455BA5+uijE30vYu6VV16RZ599Vg488EB57rnn5rrvMZ6rr77aCUCEHtdV9+7dnftX2X///eXaa6919zYePI3awQSg0WwSPQpRSMAhcrCcabu1qDiztGKKGzQCJUnh6LgxgPwdMcX3+9m4/nZnEYA87WuJlziTabH3sA9w+WpGtb+vk24nYofx4h5GJCAAsLA2Z3dxnuVm/O8tF1nWVSizVpNp/LGXu1hyObLYOaf79OnjCq136dLF/W3IkCHOAhgXHhS532E5hM0228zFAHJdrrLKKk3v41o67rjj3Hl17733uq5BMHToUPe3rbbaqum9jDuvftFG+bAjZtQU3GhU/CUp8xCWCcznNcYGl9MiiyxS1AKV1AKoLl9u3EzcaTpvRIk4zcZlm4LZuMU+WwgVlaDWyjy2V/cFYi2s97Cu2/89yTrVXRx0H1Zb6ZVixD1eeZSbKXfGcV7rCsus1XhRXJWMX+8NWMeDiRSlPG6lFp16D1LrL27gJPCwgLXw4Ycfdtc38YB8l2+946H1gAMOcELzzjvvnOPeghX6nHPOcUKUeybJI3wWa75RW5gANOqmnZvvSmWyxLWJKFE3ZDGSCMBgli8CkKfmNIQlsDDJIaawhvBkHrUvkgpAX1RC3LqBhdbJ/4nvQ1RG9R7W96Ul+Nkwd3Gw9IpaB6uxU0caoRSn3Ewlu5OUUmyGxYty/XGdBBMpklhHq7HwtC8A00Am74knnugEHt/BPeSGG25wQnm33XaTf//73zJs2DCX6Yuw22WXXZo+e+SRR8qmm24qhx56qOyzzz7uPsrD3OWXX161D1RGNCYAjZqAGw1P+PpUn+Zmo65U3GZqleMGF3cijCumEKgkTeBa1qQJJqIsCSTBjiFMbiqm8tjmMAvdyJEjM8eIaY9gvrtQAkmWySPOZ4OlV8KyTVUMlkIcVEu5Gd9FjkVMixaXundtua2NjAvBh+WK0IhyFOMuZeu5sPVksWjusMMObgmCVRC23HJL+eCDDyI/v8cee7jFqG1MABo10c4NCxKTFokIaW+wfI5EARYyT1mSfFccC6Dfb9fP8k1biFo/63ck0Y4hcYpSxxGAfokX30KXJX5QBQf7Qt1LxYR2uRISgtmmfreKoDhAFOZZnDgOpdgPYS5yxsyDBGJYe9eWskNHuZMy/IzcMOtonp05ytl5JKsF0DAUE4BGTdT201ZuaW+u6jpO2hLNp5Ag8kVUWL/dtGJKPwtjxowp2DEk6Tb7JV4QA0ELXRYBiJhCsCMmcYHHTdKpBH63CvAzbdV1yvnC+aP1IGsdLTXCceKYc5zCys2oIMyj3Ey5u7UUEpyaQKT1Jjnm7AttWZcmu7pcSSflcjUbzR8TgEZVws3Ur+2WpZcvN3Uy3/gegpbTiL9CVrwwl2+QtGJK4+eA2KakVstC62V7yfxjckdU5hEkr0k6CGFcb7gfk3w2y3rzIphcoO5i3PiIWr/cTKncxeVOzChUbiYoiLh+0pwr5bYAxi3J4mdXc42FZVfHKUhdrvGp0DQBaGTFBKBRE7X90rhQ/UQMrHJM4FkI2wbf5VtIRKXZft86BwiSNNmxYeJIC14Xyn5OKlrZXoQ240wq/nT9aYRyKSdC313MgwQCiclfY8k4Tzn2aikrt7s4D4LbW6pyM2HrKiVZ2jYGs6t1/FqQOlh/UK/vclgAy13exmi+mAA0qga1PITV9tMEjrg3dSZmhJlfe48buIqL888/3xU2veeee1xB1Dj44qSYyzfss/q5ONuviSpqnSMgO40FNCiotAgzApBOExoTFeezhfCtiVhLkmaYZnGRlxPOQz+WTC1liEMstb54SJtpW8n2bKUqN6PrqgUBWCxEgPGqIPTd5byvHLUATQAaeWEC0KgaEG1RhZ39Th7F4t+w9GGJwipDiZdgIgbJCffff7/suuuu0r9//9gCUD8fx+Ub9tm4268t0qjBpS7fQsWg4worvwgzCSphBa+jPlsIrELsD7Umfvjhh1JuKiUew9zFiMGgpUyLUVfjxJ1UrAQTKsJiJoMJFdXsAk6KPuAE3eXEF3ONkVATNv5qH5dRf5gANKoGbmqF6tkVE1DcGHH3Ypkj8SBYb04F3OOPP+5clPTB3GijjZx4idPInM8jHrnBF3P5Rm1/sRZpuGUp0xGsTZg1I1frBjJpB4swF/tsFH4XkmD7vDRu3DzK5FQS310ctJRp6zLfUlbIXVxLxZmjYiaDHVnKTTkEp+8u55pCBPLgFjb+QvGDSTALoJEXJgCNmkCDnqPcoDyFY/Vjko0qkaIC8Pbbb3cFTxGJCEAq2Z900kkF1+9PbHyumMs3qQBEWGKdY3LAOhd0HWYRSIyZlm6UeEnS1aPQOtXFzs9gF5IsCS8cQ0S1xtTVcvs231Lmty7DQuj38dWxNodWWsESO1puRusPcn1yLpay3IySpWpA2vUxlrDxc9wJEcCyz7WiYjCNVdgEoJEXtX/HMZoNxW7WUYkUPHVjxYvTFWP06NEyatQo2W677dzf9tprLzn88MOdNTCqTZsmNyAAmcx5wk8ztigBqy7UQj13C4nfKNhuJhyI66oOrjNMyDGZIVaZxDt37jzX/k4z6WKhZHxMjpq8U+l6fHnCdgctZSoMiMfUThWMk+NWLpd2qa1kWm6GhYcajjOlVxCEpSo3UylXadj6/PEDD0xBq3AwoaTY+M0FbOSFCUCjZggKQC03ggsSt2ZU1umkKdPl53FTZOaMWfLggw86a9vGG288hwAjJnDPPfec67N+li8CDVGSlrCEDN3+oAs1bOxJRIEmZaglMU7R6DCCLd00PrFY4kvcbeV97ANNoCDmkb8RSxjWykyFQrAUSS0kkMRJrGC8KoZ56NCx5imMKplwglU0rNxMsP5eHlbRShaejiJYbscvSK3nuP/Qw/Ub/M44ccSF4F538803u/8TJnPWWWe5B0Qf7nmnnHKKuy45Jmeffbb07t3bvTZixAj3GY4Z23jhhRc6r4tRe5gANGpSAGqXCQi6IJUZM2bKrU98IE+98ZnMnDl7Mvj+6/Zy3XXXyyqr9Gh6Hy7hW265xbU28l21muWLGMHqx+9MWHlsP9/D9rOeqO33SeJW9ZNIEK1pW7r5E48fn1iskHbcbfXdyGQkI1iLtW8LJliU22JWDncx5xljRQRo6ZFSuovLKZKCxdH9cjOcYxpmkUf/3mpPOgmzCnNf8wUx50UwfjCLBfDjjz+Wiy++WB599FH3AEf4y+mnn+5++hx77LGy0047uUQ5BN/BBx8sTz/9tDvv8Jice+65st5668lzzz3nfn/sscdq1jpfz5gANGrOBaw17Jg0sERF3QwRf0+/+blMn/GbOJg1S+Zfdm35ZMKisvHCCze9b/fdd5err75aXnzxRdlwww2bXL7B7hhZ2rnp+Lh5I6L4/mIu67DPFkJLvCCQtMSLbm+WBBIVqxAWn5hmW9m3CD4sk1gPtO5j0gQLJkp1pTJ5FrKc1Aqa9c35HazDp8IoaxxZpSyAhY6JX2yah5es/XsrYQHM4pr12/Xx4BYUxDyk3n333dKtWzdZY401ZOutt5aVV1450Tq51gYOHOiuD645vY/68HDFQ6P2Cl5llVXcQ98LL7zg7reIUMQfbLrppk4MDh8+XHr16pV67EZlMAFo1AzcILGGMNEXc5ni9sXy1yT+9DtatJInX/9Mdtp4BZmnw+zyDFj4SAahJEy/fv2c2GGCRez4lpaster4PC4VBKD23E3y2ULi0xdpWBS19ESc7ONC62QCYkJIIlaLoQLeL3OT1IoXTLBQa4pvOVFrWa0lkwT3g+8u9oURY/Wzi9PG0VVrxnHacjNp15eVvGPzgoIYDwX3pddee83dq66//npnxePvhx12WOzvRfwNGjTIxT3zYHHjjTfO8bp6D/wHPYQf1yxj5D7go6+ZAKw9TAAaNQFChIVJwRc4UbiYv5nhgmLGzFmyz3nPS6uWjdKxXStZuFNb6b3VkbL4/C3lrbdHSdcVlpBFQlquZbEAancTJu2oLOVCFIoBjGNRTCoA1fJHPBrxlUnFatj6/Hi/YgI+CYyX8wKriVpONPPU79ygwfi1kExSaPuC4jesbZsvfgu5i8spkrKuK265GV3KnQVc6n3JuX3ggQe6+GX+z3mNGPTLRcWF2qevvPKKPPvss+47ceXq9Rg1Dr0HRb1m1B4mAI2qRhMPcHtpA/c4hVUXmJe6XA0u8SOMju1ayqQpM5xQZBn1+a/eq99I29YtpFPH1rLoAu2l82LzSJfOnWTJBVqmEoAIEaxz3Dh5Wk6TkBEmqvgd1xiTfpRFUbOPk7Z0IysZYaFuyKzbWqhsjH4mL4KZl0mSSWqNqDg6xht0FzPWUpZdKae7OazcjIpgFf1aIUBdq6UedznKs2inEca99tpruyUJPChyHernNttsMxcDSDgGrl7ggY97CteqXhsIbN7L/YuHOB9eC1oFjdqgdu98RrMjKAIQIrgWmMwojExsW9xJpG3rlrLlmsu4GMBp0+cUbV07zy/nHrSm+/8PP4+TlweNli9/mi4/TRD59ufJ8su4KTJ56gz55qdJbnn7wx9FXtZtFOnQ9jMnMJdYuIMst8S80n3Z+aXzYvNK+7ZzXk5+Igm1A9n+LPvGH7tfmoY4xagSNmGfLYTWI+TGj4UpD3EUjPcrhTu20PjiJpNkjaerBqHkuw2DZUe07EqlrGSlLF/C9/rt2hj3mDFjmkohlbLcTDmtqXpupL2GOOePPvpoefjhh909iXhA9h0PZQoir2vXrq5iws477yzvvfeeK5+1zjrruP3HPeLVV191vxMXyJh79OiReVzVbpVvjpgANKoKFSvaC5fJm5sTP3H1JLHA7f1/XdzPp974/Len8wZp3UJk5Kc/ywMvfCQb9uwk337zjay72tIu5mXOrNdZ8u1PE+XdMT/J6M9/lS++G+9+HzdxqoyfNM0tn307Xl4f8fvTcMsWDTJP+9bOpbzkIh1kwQ4zZfH5GqVX9+Wk03zzuO3P0u1CP+sLKuIUi00GcQUg1hJEpdYjxAqYtf1cWLxf1GfKkZRQKJkkGE9X68kkYWVHgmVX+BvHCEodK1nOSZ5xa1khxF4py82U0wKo97+0xwmhduKJJ8oBBxzgtpXz4oYbbnDXPsXx//3vf7trn0zh0047TW699Vb3uUsuucR5X+Daa691ZWDOO+88d61ceeWVqbbHPx/0J8ep1q+5WqJhVq3XTzCaFTxdYjXDdcXN2xcNTNA82cdp2+Yzeep0+XnsFOnQtlHeHzlK7n5lnBNvm/XuJHtt3bNgSRMfhNcnn3wiy62wknz81TgZ+clP8vGXY+WrHybIj2Mny8TJ00k0DqVNq0bp2LaFLDJ/O1lxmQWkyzKdpPPi88ginWgiX3zSQIxxk8Wdh6AK7ptCkNGHBTWqELTfQo99qzd61snEyISQBE2iYbKKG+/HcWU7V1ppJfd7kgmAbdfJPgsqkNRdzPH2k0kYC27WvGIXo0CgIEST7ve0HWI4VrjJufb4v28NzXMi1jAOXLblAKsVhcqDISN+di3HmnHn0bOZfcnY0sTkxYVtZT08+Ol1WstwzRGLSHtNznvON64v7gO4pBljLYdoVDu2Z42quhlg2WLiDas1lzYJA3fw4gu1dCKjQ9sWsudGC8jNz06TZ4f+Igst+I3stMnv7o9C6Pr5Pty+LMG6gx9//q0Mff8L+XFCC/n2l+ny3c+T5JfxU2TKtJlu+XHcNHn/s7HyqPe5Dm1bygLztnUu5RWWmFdWXHo+WWKhDu5vWC2BGyMWROK6mNSSTDLFWrph9UP4BJNT0mY9a6kePh+nxqGuq9KuID+eLiyZhH3ET8RS3K4NtdBekQmX86mQuzgPa2i5E04KJSxElZvhYSJpuRmlHO70rC7gaoF9jPDDhUwcM9cV+xmx54fN4ILefvvtC4a4GOkxAWhUDToZEYQc9tSXJQvXd3UtudiCcu7BK8g5/QfLXc+Odq/tvOmKsbYvamKZXSj5S5kxeYJsvX63uQQaVsihIz6WL36YKt/8OtO5lL//ZZKMnzhNJkyeLhMmj5fPvxsvb7z7u0sZ7UepmoXmayvztp0hSy3UWvr0WE5mSKtEk2mUkPNdyQi14KSSRgCqYOL4lSreL4xSODKCySRqLcMKE0wmYSlWHzEu5XbK6HkU5i7mWAaLEqft01xuAQhx1pe13Iy/znK5gCsdp5qVDz74QJ5//nnnHdhll12ke/fuc72HDGdqHz7++OPOHU3NQyNfTAAaVYVaXsJIKwA1q5UbOuDG4yZ++r6ryzk3DZK7n/tQZs6aJbtsumLRQrVhE5kmTmiJmjAhgNWw82IdZbklGt2TrR9riPv4i2/Hy+gvfpGPvhwrX/8wQX4aOzsR5dfxU90CQz+aII++8XNTvGGnjm1ksQXby7KLzyPLLzmvLLFQR1l8ofbSoW2rokJOu4XgNg3GP/qfS7K/Nd6PfYsATiIQslgAs9ZnTLIeBIAKpGpPJolD1P6Osob6WbZ+D9s47uJqFYBZy83oeV4OC6Bej7XuFmXf7rvvvs7TE4VmOVOg//333zcBWAJq+ywy6oo0AlCTSbihEzfDk6dODiRsnL5fPzn7prfk3uc/cvF7u24WLQJ1QveDvVX0aOJEoQkgTKjg4l24Uzu39O7yewwb7/v8y69l9CffyZRZHeTDL3+VL76fID+Pn+kEIQWuf/h1sltGfPzTHN/ZplULWXC+trLkwh1k+SXmlZazJsi0hvGyQtv20qpFw1zdQpJsbxjB+n7UDqxl12jeySTVXJw5jTWUhwZ1FzNe312s4w1zF5e764hud6nLzagQLqcArIWHi0Jwn/DBDczYOG8Qt4yPhw9+32CDDSq2nc0dE4BGsxSATAAIkmAySfA7KAR9xr795Jz+g+S+AYjAWbLb5itFWkWAz/tt1+IWNWbdxVqeBePy1l29q5tgcMEx6ZDMoVbDr76fIJ98PU4+Qhw6l/Jk1wFlyrQZLjGF5a33v/vtW79x/7Zr3Sjzd2wpyy81v6zw4w+yxEKTZPGFOrjklJaBZJQ4AjCsvh8CMOlkn3XirHQuW1Rx5rzcp6UirVUuyl3MsWcyD+vEUgkLYKnLzRDLpoIQ8ASUstxMcxGA+hDNw9K9997rHsw1G5v7HfuT2L8111zTSsSUEBOARlVRzAUbRwD69QODySRh39GhXSs5bd/V5dz+g+T+Fz527uDdt1h5rm3RospRbdfijC1uj1wmET8uz/+sbzXstdJCc35+ynTnQkb8jflqrHz81Vj5/NuxMnbCdKExyqSpM2XST1Plq5++lZeH/x5vyFDn69haFlsAl/K8stQiHaV9y6nSqX2DLDGT2KaG2PX9srhkcbGpeIjrRq22ySGsOHNUZ5KwJINKWMqyENddzEMCgqlc9fL0ei0lWpwe4Y+LmCx6QkJKVW6muQhAPe/uuOMO140EVy/nj2Zlcx/gp7632q7x5oIJQKNmiCMA/fqBwV6+hb6DuLm/77O6nNd/kDw4cIwTS3tuGS4CET3EsBDLl+RGXGj7teMJkyW9iYNxeXFFVbs2LWX5Jedzy3q9lnCfoRzGlKlTpW2HBWTC9Fby5XcTZMzX4+TTb8bJdz9PlAmTZpev+WXcVLeM/HR2sozSovFD51ImS5muKGQoz9NmpsjUX6XzUou47Q1ua1JXPaIaEAl8vjnV5AvrTKLWQT/JQEUClHOcea8r6C7W8WIZJGSCJWgly5tK9AEGdQf7XVk0mQSPQdZyM+VINCnn/ho+fLjsueee8uc//znyvc1hvNWKCUCjZogroArVyCskTmaLwH5y7s2D5OEXx7jv3GurLk3iC1HCZxE8LEmJEnGzM4i/chaEqBIvaUQV7yf5hQl44YUWako+WW2lhSOthriSsRp++f0E51LG3UzvZMrZsAwb9cMcn23d8mvnPl560XlkqUU6OHdym4bJsuC88TNiGbdaVNlGLIBqafXdqIh5Xyj5E0OlXcBprEYsfpKBJpMwLt7DuEudTFKO/abjRfhhIeR3TapAFOpxDSZV1JIA1GvTX2ehcjP6gKOCMW6P6nIUmy4Heoz/8Ic/uFAdrn9EM+PX678U3VqMOTEBaNSUCzisDIvv8i1WI0+/IwrauZ2GJfDmQfLIS584y9ifN1vexeSxHs0ATDu24Lpxc3DzY7uwWEaVEim23UEQT1gqdRIqVKLEtxr6fP/DD/LlN7+ItOnk4g0/+2asjPr0R/nh16kycersCW/q9JkuOYUlSPu2H8jiC7aXpRft6KyGiy84WyDytzatZ8eEIewQAZT+QazGcaPyfq3VxsSJ1bBcWcCl+E4/yUBblzGmPJJJ4m5DOVDrFaKHJazWYjH3eFzK2eIurss5GCfqxw8Gy82oxTtvAXjnnXc6t6ued6eeeqqsuuqqTa+TbXvSSSfNMS7i8+j6sdNOO8nJJ58sb7zxRlPyGPfbK664IvF26H7q3bu3HHTQQfLUU09Jnz59mu6vnP90JvErJhj5YwLQqBn8LFx9gizm8g37jmKWNATRqX9dXc6/ZbA8+vIn8sOPP8rOGy7t4gmpWJ+2FmFw3dp6DYHDjS5pBnEUWFb4XnVTs3/SCKQWjY3SqWNLWXbZhaTLUh3ks88my//1Xc4lvUydPqvJaoi18LNvx8nn3453VkIylIHOKJS1YVEmj/1WGmZNk5MO/D9ZbJ7pMm3qpKZexoj4uG5U3zrIwv7BxVZtSRZJYbs5lxG+WI1KnUxS7njD4Dke5R5PIorirquUJBVmauFKWm4miwAcMmSIa/V2//33O/E9YMAAOfTQQ+Wll15q2lfdunVzfYKVyy67zD2c7bDDDu73wYMHy3XXXZe5JAsPNoznmmuukcUXX9wtPNgxfs4BHgaxDnL/shjA0mEC0KgZgmVY4rh8w74jjoBr27qFHPiHznLZvRPltffHSadO42XfpWdnEWft5+u3XuPmygQQ97OF4HVuoggF/3vTuI/9dYb1823XQkKthriMR338pXzx3TiZKu2dQPzsm3HOQjh2wlT5btTz8sOHL8kFDa2k7byLuiLXSyw8zpWsaZw+TsbP+FmWXLSjLDRf4bpy/uTJeJk8mVCCVqS4rrVqQ61JYVbQsBIkjDOttayaMnOD7nEs5GGiSGPoogRwuWPlsoqUYuVmXn31VbnqqqvcwxJWM84HrvEksE/POeccJ/4Ayx/fzTkV5tUgPu++++6TRx55xO1LrjPuA1j8KIrOAzHWwqStOX1efvllufnmm53wjKLWrt1awgSgUVUUs4Kx4B7A2hPH5ZtGAPL9PIEiKogJvOye9+SJ1z5z7uBNVmmbyQLIky/9hFlHsPVaFgHI92L1Y5vVohb3s4VgAuamH7/UTYMsOF8b6dBmlqszGIw1fPyplvLUM4vL6hutIuOntnACceSnP8vwD39073nsrZ+bahlS1HqJBdvLEgu1d//HdazuYx+NG9IHgWCShRZwRjToOaTnDPFHCAsmM44FFjdaVFHTUbsTMElh+d1oo43c7+zn22+/XTbeeGNZY4013N8uvPBCt69OP/109/szzzwj1157rZyw88bSreNMadt9fWm9XC9paGyRe3IF49QuN8FafMUod2mWpLUQg+5iFUV+GEBYy7ZqtwAmLTeDKMQ9+/rrr7vz6uqrr3bn7FZbbSVHHXVUrHVTVYBFt/f8889353RUSAvn9OGHH94kGLlO1ltvPecGRnz+5z//kYMPPlgeeuihxJZoff8ee+whY8aMcfcKtqMcmdvG75gANGoKzcLF+hPVdSOLAGRywWXKZIJLmRvVyX/pI/+4dYg8+fpn8uvYTvKX/0vXhB1xwcJ3U88vaaeMqO1G9Ok+0W32SWO1RKDyxI+w5Dvj9PMt2npuwljpusLisvF6JzRNKqB1DV8f/L5Mb+wo3/48Wb7+cZJ8/eNEV+cwyELztZFObafJJ2/eITtst3VToVisG0ySxDhh7cCCcdxxx7kJi4kLMUi2IeLuhhtucELpnnvucW4u3GI9evRwx+eQQw6RHXfc0cU9ARYQFr4DEB/9+/d3FlEVgMRFIcQUxAku/mlTp8vUT96RqWOGSmOH+aVtjw2kbY8NpcU8v48/SNxjVSyZpFjGabkTZ7KKsqgafMFsapZKZAGXcn3E3B199NHuOuccRYxhFeTBJCnUajzhhBPcww8u4TC4drgPEven8ECE+1fZf//9nRjlgVaFZdL9xcPl9ddfL5tttllTyS4Wzt3tttuuJBnixu+YADRqAs3yRQRhicLtkNbdFTbx+YWjg2VYaON28t595R+3DZHX3vtRWrb8RI7YZYHQ2nhR267fzSTG027SbY8ScUz2WCuxEATLsRQbcxRa3494Sm7AScRfGFo0m5t9165d57LYal3DlZZsL0suubgTNipWJpOh/OMkZylEEH71w0T5+oeJ8uFn38qQ116UVXus3CQA2W5chf6kiWuJY6nLH//4RyfAEQ9sD5aMffbZx42Rv/EalhGsqApB6rvuumuTsGYifO655+Zw3eMq8wXW1ltv7RaYMf5nmfzuizL53YEy8c2HZeJbj0jrZVeTtj03ltbLrCINOViOwpJJghmnUaVXarXkTJi7GDHIOcC5wLoQSioKS+kSLlfSCeNkvLiBt9xyy8Sfx9rGAw7u30svvTTy2qb/LgLMj6keOnSoO5ewOvrbk6a2oe4rPrvNNtu4e7s+RGmvbf5ulJaGWbVUP8Fo9mhXAR/N8uXJlZs4k3ahFmaF4AaGdcuPW/GziBFnfuFoHzpsnHXDqzLqiwmyWb+l5MDtehQVgVqKhe9GoLH+QvEuUWDd+fjjj5vckuwnRBU3ymLuWd7HdsSJGfLj/ZgcsHZhAUwCcUUcK9zz7GvEJOs/44wz3Piffvrp0Ml45MiR7rj4ArDYhMuCuGbSIJA8Cb5oYGEfaz9fjanztwOLCJNvHFd46PpmzpCpnwyXySMGOKugyCxpnHchZxFs1319aezQqel4sQ8QcnmgGac6TsQRYhZBqKWHsor8OFCPknWVw6qj5yBjZMy+u7gUcaE8iLEvgy3O8gYBx/lXqIduFFzXWPT2228/txTiT3/6kxx//PGyzjrrNP0NgXbsscfKgw8+6O5lt956q7OM08nD3La1iVkAjapG3Zua5atiIi1BFzDfz8TOk2ixLGLi0g74w7Jy0xOfybNvfeFiAg/aPloEIi7YXiZbXCQIzawJJFHt1+J+Nm4/XyYZJrQ026vrU0siky7CbpVVVnETV5S4S2Kp9L8jbYyjH2PmW80QDIgwfg8WaM4C8X9tlu/tlhljv//NKviiTHztfpn4xkPSevne0q7nJiItiycFJVqvl3EaLKkDBPTnkUxSjHK6ZVkP9wyt16kCOJhdnCReslosgGkzv2+88UYXlqAhDQpu4AMPPND9JDwCcOsGkztoy0bWMBZzrg0eKC+//PJM4+ah79FHH3XbpZZahDpegt133z319xrxMAugUZUWQHX5MhH77k2egHG9MZGlwbdOqbWrkPs0CJmX06bPlFuf+9oVRd6475Jy8J9WkRYBERhW4oVxjRo1ygmhpOhncU0i/pi4uAHHmQxwg/H5KOuELyiJTVRByX5i/yQt+YCIZD+7AtQLLzxXV5MoqDeGFQ+hksRdx3mCoEmaFVkIv7+tulLVzcr5l5dLcdaM6S4+cNI7L8i0z9+d/beOC0rjSmvLAqtvKY3t0lm648AkTgwZ14LGD6oozFMcgXakIfEpazu0OOj5F1ZHzo+X9C2/fsmVpMc2rRU6KR9++KG7V2XJvK0W2F9HHHGEewDhvsbx4DrmvsM554tUozSYBdCoKphktRguFigEiR8zFreMS7FMXNyyiDRcvkncyWxfyxYNcsIeveVfdwyTAYO/dBPKITv0dCLQt6Rxk8Zl6H82rSVEJySezHlKR7TG/Y5CFrKofr7FPhcF72e/cnNHWCTdt9WCX4JFM1DZT4BbHLGcR4HmhhYtpc2K/dwy45dvZdKIF2TiiIEya+j/5Me3n5Q2K/WTtqtsJK2WmLstYV5o3cG0ySRxqKaEk7B4yagi44w7boeOclkAm0MnEH1we+utt9xSjocCY25srxtVBRMrsW4IkbDOGFkFoN7suZHiPk0aj8T62cbWrVrI8Xv0ln/ePlReGPKV6x188Hbd5Msvv4h0zYYVsk6SRAEI1qQxaFFCLqy+X5zPFdq3WBIREAhKFX98B9m3G264oQtAL4VQKLXA4NhxzNj3jMt3KWqBZhUMaQs0t+i0qHRcb1cZt+w60urbkdJyzCCZ8sFrbmmxwBLSdpWNpW23daSxTXiMah77LG4yiQrCuMJX11WNJWc4Vn52sRbfZuFBTssI6RJmES2HMNMaorVa5DzsvkYyiom/ymF73qgquLlh4WKSDbuBZxGAWKa01youhzQ3bH/9rVo2OhF48R1D5cWhX8mvv/wqe2/RWZZfPrzEi28BjAuTkd/JI00sWlDIhcX7xflcIbD44cpBEHD8+G4FgYTFlZ/FtjMN5bYcRsXU+QWaMyUctGgpjcv1lU59N5fpP34pk999QSa//4pMePF2mfDqvdJ25TWdVbDlosvnMvak7ctU+DLWpJ1JqlEABgnr0MGYC1lEy9GjV+87zcUCqJ1NqGNI0gnXicagYo3WeESjdJgANKoKbtrqigojjQD0BQ/WLm7kaW+iQVGEO3ifrZZxcStvj5kgD7z2kxy5c3isXVIByHci/hBoxDJR4y5LR4+kCSRxBSCuer4TVyk3bYS2D9bFF198ca7s7jBqMSQ5rECzn3DAflSBxM9iImmO82vBJaXjBntIh7V3kimj33Qu4snvveSWlgst40rJtOmyljS2/r3wd1yS7usw4aviqFhnkkpYAPMQSr5FFMIsooyTfcHPUia66LVf6xZA3UfcD7D+Eft70UUXuf3H/uR+stpqq8kll1zS1DLOKA0mAI2aQl2wcWEyRpxwI9FMXM0CTLt+vRH75WNO2KuvXPfwaHll+DcuO/ioXVaVFi3mnIC0bEkxEccNkgmVCYagci2anCXb1c/KDYv3SwPfiVWPuCk/3jFsOzWmrhi4pfks7jhERFz3UDUJR1yEWI/UgqTWQU1qipNxO5c7vlUb102EZfr3nzkhOGXkqzJ+wC0y4eW7nQjERdxqkc6JtzetYOFaULcowpfrUoUvFl/Q1/XYl0sAco2VwrUYZhFVVzEPPjy0+b2L89yG5iIA9Rzg3kZBaq4BPAgIQg3R0fCRWh9rtWMC0Kg6CgmdJBZAtaBxMyFDlM9iscgSQ6gCTku8+OVjjv1zL7nsrrfl1Xd+E4G7riotQ0RgsZZuTJ7cBHFT+y7fLAKQiYoM6qh4v6jPRa1P6xsy+RVqPcekeOWVV8r222/vOm1EwfYxAfC9HC91tyEcfHdbNSWKxMGPH2PfI5I0+9QXSWpBjCMYWi68jMyz8d7SYd2dZcqoN2TyOwNkMpbBES84t3A7rIIrreFEYyHytlax7VGFmclEB35mSSaJSzli8nyLKOPUdnRBd7Faf7OOubkIwHfeeUcGDhzoahEWq4mqpajS1t40CmMC0Kgp4ghAbhhYpbBO4TrFXaUTXRwLXLH1M4lTPkNdnk1V7Vs0ytG79ZLL7x4ur41ABM5yv/sisND2+6ISa2VQDKTNymUyQlyRUZ3kRhq1Pr6L7WQsYdvp89prr7n6Y9T/ixKAiF3iB/k+xKmKJcSwFi/Gvci2hImlWhKFbDPHgCUq41YD/YsJNNy+7VbZyBWSnv7dmNlCcNQbMu7ZG2X8i3dI227rOqsgbuRyW02DNRY5xpRF0nCMtMkkcalEKzjO32Lu4ixj1uNV6zGAWMY5H/7xj3+4h8e+ffu6+zT7hnsj9xetz0rPbR6waYNn5I8JQKNZCUDEGRMNN5GgZUo/n3aC4DO4KLFWRYkpJwJ3XVX4aiyBl9z5thyzWy+XMFJIVGndwKCozCIANd4PYclkkyZ7WMet/0eMIf6w8uDCKbadW2yxhTz22GORAd3ayg7hx//979OsWxVLalEKWgd1G2uNqIxbHl6wfGhxXBW8UfX4XNHjRZd3S4f1d5MpI1+TSe8MkElvP+sWSsiQNNJmxdWloeWcWe/lLMzMwnkQlkyicZRx4ySrTQCGlYEplkCjLnQddzHrb3OxAFLJgPp/t912m3tAHDJkSNM5zj7kvH/33Xfd9U0v77XXXrvSm9xsMQFoVB0FrR4FBCA3VgQPEyqWqbAbZdpSLBpLyE+14kRB7B8xgAyDmMBL7xomx+y2mhOBwe1nYsAtxoQQrBsYJIn10o/3Q6ipCy4JwQB+7WfsxyVGfc4P+g9z8/jjjtN5JKxrh1oHcfXzOeIxk7hSqw0VDH5XBN+FigDU8UW5EykR067XZtJ21U1l+tcfyqR3npcpH74l074aNdsq2H292RnEnRYrq2j2BVmhZBI9xzQjNG1nkkpZAKMIjjksNrSYuzirALzzzjvljjvuaHrwOPXUU10ZFp+HHnpILrjggjkKaCPUuD5feukl+de//tVU8PrCCy9s6rSSBMbOMT3ggANkl112cX21SXDj2DM2Htx5LWkLSiM5tXeXNOqaMAHIDUUnjmJFktMIQCYmxB+JCXy/FgQuBCLwyJ0RgQ3y8ttfy8V3DpO//Xm1uTJy1VpJUgY3xWJjjzNpB+v7sf1pYwd1X2FxQ5jgyo3qlRwEyx7j69OnzxzWKz/OMc64w/Ctg1gEGTOioTnFDvqFqP1ixb470bcO+mN0VsElVnLLzA32kMnvv+xiBCcNedItrZbuLi26rCsNrRYu65iSJpNwHqvrX49nnM4k1WABTBIb6rchjHIXZykDg5WNVm/333+/O58GDBjg2roh6vztHjRokLPO7bnnnnN8nvsr1jj6/3bp0sX9PPnkk114R5b7Cg+8O+ywQ1Ucw3rEBKBR0wJQxYQmIxSrkxc3EzeYjcsTMTdOnn7jWuEQgUfsvKrrFUydwH/dMVR2WGu2O9O30EVZK8O2vZCQi6rvlyV5BIjPS1I4W9eHNeHiiy92cTzqxtH4Qe2P7Fvqsmwn5wXC37cOck4Uih2sVsL2gV+s2HcnsviFqNWC5IuExnYdpX2fraRd7y1l2hcjZfKIATLlo8Ey7fP3pGObDjLh+42l7SobSot5SycGk0zmxZJJ1BJaqG1buTpz5JV0UshdzIPtMccc44QicbSMK2kBZfblOeec02S55/Pc27gP+ffMwYMHu2vmgQcecPcmYu/WWGMNefnll53wY4HddtvNlW4hXAHRngb/YTxYJojXTPyVnuq+ExpGAQGI2wgxwYSgmbhJvyOKKGGpVri4Exrt4Q7bsafwzoFDKRkzUfbfuq1MnDAuUUZuMYFUqL5fWmHF5ADsXwRl3AlO17f55pu7nwR5x40fTIs/vrixg9VsHSy0TVGFqMNamfnJBu5zS3dzy8yJv8q4t2dnD08c9D+ZOOgxad25p6sr2HrZVaWhMd84s7TWnDDXvz9WbckXTKyodgtgIYLHl2vl8MMPl6efflqeeuopJ84Qiuuuu66cddZZLqmiGNwTWHRbzz//fNloo43mEH88nFEtgezcddZZx7Vow0rI+jT0Q9FtQyymFYDNrbVdLWIC0KjJGEDiZrj5JBVRcQRRIWGZJokEEXjobyLwhaFfyfWPfuQ6iCwwf3S8X9R2hwnXYvX90ghAdSMD1s8kN2ndLyuvvLJbAKskx4vvYiIv9Lm8xVJY7GCYdTCqzVctFaIG3zroJ1j43Toa288nrXptIT8tuqos2Tje1RWcOmaYTP10uDR2mN9ZBMkubtFx/ly2MS9BFmUJDSaTcJzLHeNYKiHD92677bay5pprujAMfsciN3LkyFjF1X2Il6X2HtcjLmEfRJ3v0u3Xr597eMNNHHX8so457DsZUzCkwSgNJgCNmoObEU+kZJNpwdAkFLIAqvBBLBDgPFdB3hTt3GDmjOmyVZ8OMnZsBxny0QS55qHRcvyevaVNq/iWljAhV6yfb9Tn4riR2b+4f9OAu45JmH3NsWI7O3fu3NRvNYxi29m1a1cn5HTS0QSTgw46yH13HIpZBzUQv5qtg2kKUQe7dWimLXsbix/LjPE/y+R3X5TJ7w6UiW88JBPffERaL9dL2lFguvMq0tCQfrIvhRgrlEzC/7kusiaTxCGJRyDrengY7dmzp/Tq1Svx56kDSi9u3L+XXnrpXIXZOf/J2N93333nWCfnE5bB119/fQ6RxkM4f0+Kts276aab3D0LcQva9YM4RSyQca9pIz0mAI2aQevkAW7ZNMkDUQJQEx24qRXqj5s1iWT3zZaRdu2+l1dG/CAX3jZETtyrT2wR6CeBRMX7hRFXAHID1kxndSOnsR7ymeuvv16GDRsmN998c5NlMk4nkGKQkcgEqMeA34lTuuWWWxJ/V1LrYLnIUyz5yQZ+goUurIuxzh7jPNJhze2kfb9tZOonw11dwakfD5OpHw+VxnkXlnY9sAqu76yHacZUaoHkJ5Mg6BEnOt60ySTVVJ8vS79hxr/HHns49y5LGOyXa665xj1UEbNLwWau4fPOO8+t99xzz5VRo0Y5q/69997rRGihagDF9hcZyVqjdMcdd2y6n2KZ5P6OALREkNJiAtCoOsIueK0Xx5M+QjDLzTYoALXEC3/D5Vso0SFpEolmJ2sSCWPYbZOlpH27tvLMW1/MFoF79pE2reMngSTp5+t/rtDNVN3efJfvRk4rAMkW1gr+CNQ8klzCjuPOO+/sylYgYlZZZRXJQjHroCabYIUptXWwVN/tJ1hgpSWODiGEhdYvv9J+sS4y73KrycxxP8jkEQNl0nsvyoTX7pMJbzwobZbv42IFWy3VLfZ2VqIsC2NF1ASPZ5JkkrjrglKPL4sAxLWL+/iRRx5xi4LYOvDAA91PKhxcffXVLrmDfcX+u+yyy5x3AbAannjiie41Hph4Xxp0P7H/d9ppJ7nrrrvcNbb33nu7dTLGQuWwjPwwAWjUhLsXy5zWyeP/Wbt56OfD2sXlIVTUBcX3+6VTXHabiBywXQ+XHfzUG5/LBbcOlpP37ltUBLJebr50IUnSz7fYmLQIdZjbO40AZJL905/+5CaOqKLWecC+xY3EdlOYO0/CrIMIZH42l9hBxsj5oxO836bOH2P77pvJvH3+ILM+HyGTyCD+8C23tOi0mKsp2Lbbei7TuFoEYNjDTpxkEnWNJ+3SofeScriA09YAPO2009wSxsMPP9z0f+IMccGGgVv2wQcflLzgvkNyy9tvv+2SWTj3+J1jo/dLs/6VFhOARtXiW+Z8S1eSgshh8HluMtz4sQSQ3ea3i8uaRRxsleaLAxVUiL/9/9jd/f7k65/J+bcMlpP/0kfatm5ZcH8waeHKS5o9DMFJ0W+ZF1WEOmn8oJbNgaTiL866/vKXvzRNglgLcFdhmUgbDhAX1qnWMx4WShk7WK7kheB6gm3qghaz1q0Xlg7r7SNtp40X+egNmfL+yzLh5bucZbDNiv1cD+KWi68UOfZyCsBi6/OTSfSaVfEb7ExSrEuHXlflsADW4oNGEN1PnFc8xCEscS9TV5DriHtcoVhhIz9MABpVeYPg5oBViskIgTZHXbMYZVyKfT8uL74DK1qwXVycz0etX7cboRCWPau9hPV79tsWN5rIE699JuffjAjsK+3azHlZarwfN0bER9Lq+37hVd0evxhzWMs8/7NxBIlv8fznP//pjhvuozwmxcnTp8gvk8dKY+sWLtZPYwAV1omILRdh1qQwy1kW62C5xFIhsRY2RteqbvIsmbFYX2nfeS1p+8OH0oAY/OA1t7RYYEknBNt0Xdt1JamUBRCSuEs1mSSYOKNdOppc47916fDHksU1W48lU3TfkYyiJWzIOL722mvlyCOPdA9V5Yy5rWdMABpVBzdfLH9qmQt7ek8rAIl1QzCEFSKOS1hHDt+ahis5qjZXUFDx+77bdJPGhgZ57NVPnSXwFE8E+vF+iMo0LqBg5nKhYsxhFBOAWCY1OYfMYaxFaY5PcN/MmDlD7hn5mLzw2WsyY+ZMWfPcreSFn9+S7jO7SwuvTl2l3UTBIr61klmcqJRRYIycQy5hprGrTJqns7Tq8rO0//JtmfHpEBk/8L8y/pV7pO3Ka7pYwZaLLFcRAZilrJBa/qJc436dxXKNrVxCs1xccsklTV4d9uFKK63kisaTYFJqi74xGxOARtXBzZWbQZTlJK0FUEumcNNhHWk7QoR1I8Hqh7gsZE2L2nYmj7/+oauzBP7vlU/lvJsHy6l/7Ssyc7aw0ng/BGYWyyc3WY15jFuMudjriHVKxTAR4kZmfI8++qgMHz48sSuT9xMXROIMk+/T37wir307RKbPnOFeb2zZQt4ZP9qJwj93/6NUI3laB9mHZFPTxgvBRZwjQfO77757RUVksE0d56SzDi62rIxfcUNp/GK4tP1imEx+7yW3tFh4GZm53BrSsOSclttSkbcLPcw1znjVNe7K6fx2bWVJJilG0v7l1Y7vydDzmfOJsk5GeTABaFQd3AwKTYxJYwB5L24cLDJYqLh5qxs27fbpJKPZs1h54ljTolyq/P0vWyMCG+TRlz+RM//zuuy6bidZaolFmuL90sY+6s0VdxYWSoRf3PINhVzAmpnN9pFIoOvR4xdmJZ0yY6pMmDpRJkybJBOmTXT/nzhtkoydPE6++O4r9/qs1g0y7utxMmrsJ3Otc4bMcBbBHVbeStq0/D1bu5xFf0ttHeR9AwcOlLPPPluOOuooV4YD8UFJDoLladeF9SQreVmuEDxN8XSLLCJTOy8rEyduJhO/HC0zR70mrb8aIQ3f3yeNLR+VsV3WlvarbiItF843aadcMXm+wFfxywMLD5fBLiyIQS2llAfNxQVsVA8mAI2aI4kLGMsJFi+/ly1WqzyyiFUARRWNTiqoeG2vrVaWSRMnyrNDvpO7XxY5ff8uTd8b5nqOg46ViSpOv+Ri28vvWD4IlvdrECKqDzz+UFm6z3LSZvEO8tivL8nE6ZNk4tTZYg+hN2NWzD7KDdGWDtzBX/z4lSy70NLuXKgWl2pe1kFEIqLvuOOOk1122aXp83369HFZz1tttZU8//zzsskmm2TanlKJ5t/j6frJzG59ZeKvP8uvwwdIizFvyZR3X3CLLLiMyyDu0G0daWydr7uvnO5mrkkdLxbasGQS3+KbpQ91c7MAGpXHBKBRlRQSSnFdwOruDCaSpBVSPjzxY/0rVoQ5ybZrvN8mq3aUdu3ayqOvfCbn9h8kf99ndenQdnZrpKTb7cfnsa1Jg6vnisvzkkdwS/uxOljvfllmqnz31Tsy/zyLSOtJraRDq/bSoXV7WaLtou7/7Vu1c7+7n63aSeP0Bpn46wRZfKHFpOXMRvce/s96j3z2jCb3r88smSW3vveAbLBAX1l5geXd5FuubgzlsA7ScYGHi9VWW81ZlXzrIMIR4ffMM89kFoBQjuLMHedfUCZ131BmdV1fOk77VSYOf05mjBkikwfeKpNeuUdmLddH2vTYSDousXwmgVSKvrxJLXNhySQIwjjJJMXWASYAjTwxAWjUHMUEoJ+QEZZIkiWLGJHGTR3iFGEOEiXitJ8vkwKWhJVWapRWrVrKAy98LOfcNEhO22f1xAKQiYfvxDWHZSJtAknc5JEObdrLbYddI9NnzZBPRn0s3bp0iyyq7VsRl+7W24kg7T3cOKtBGhsaZcOl15IXP39Dps383V3fsrGFLNJuQflq4ndyx5ePycrjl5P1F+wrCzV2cq2u/J63teQu862DxEEiIDh3w2IHsTa/9957mddZ7l65DY2N0m6pld0yc8oEmfz+qzLpnedl5uhXZdroV+W7+ZeWmcuv4UrKdJx3vtSt28rtKo0SnH4yCSEShZJJeE+hAvR6v8oyrjvvvNN132C7WO+pp57qMnF93nrrLZfFz8MI66RryPbbb+9eo0zLG2+80dR+k04dV1xxRertMSqPCUCj5igk4OIkZKQVgNy8sdBppfo0rc3C1h3Vz/fPm8+uqXb/gI/k7JveksP/tGLs7cbiwCSDWMBqRAunNBO+CkAmLcRfseQRrHvQsrFl5PoYA8fItyLqe7Haso84bjusuKXMmjlTXvziTec6btHYKBsts7bs0vUP8sOkn+WR0c/KG18NlVG/jpEVOywjf+qylXRsaGgq7OtnahaaXKuFGZMny/Sff5H555nHnRPEUVJKKBg7+PHHH7tzL2gdTEM5M3PnKOXUpoO0X21zaddrM5n+9WiZ9M4AkdFviQy+X2a986T8uNSqMnXp3tJ24aUSl9OpRNeROMKsWDIJ4/Pdxf536nWf1gJIIhHdPijyTOzigAED5NBDD5WXXnqpaV9xzzzssMNc4lHv3r3dPYmC7j169HBJecSeXnfdda4VnNE8MAFo1KQLOCyJQ61oCApaukXdLNMIQOLnEFQUN+bGnce4/H6+JKfok7X/3t02W1EaG0Tuff4jufTekbLv5ovH6pyCgMCSqAVV07iPFUQZVinECGIyC+qSZnvUish2cTyw1HLMEDpYbxFtWyy2nmy1zIYyadZkma/NvNKmRWuZNXOWLNxuATlgtd3kDytsLA+MfFKGfv+u/HPIv6XvYj3ljytuJku2XbCp3622O/OTLarJOjiL7iJ33CU/PjfACd6laaHXtq08+MAD8uffMn5fffVVZxVEMA8aNMhZY7J2JSl3aZYoK1mrJVZ2y8wNdpfJ778sk0e8IA0fvyZtPn5NZLGVZNzSfeTb+ZeV1m1/F/Rc41HHsNwCMI3LOSyZRK2DwWQSLO9++EoaeHA755xzmpK/sPxhfeeeqWEh3NdOOeUUJ/6AclZc7whBrk1+YvEj65/uRieddJLL/DdqFxOARs0RJuDU4hW0osX9fBS8j+9FAOHyQFAhsNK6kHXdcfv5Mo5dN5ttCbznuQ/l3098Iect21nmaT+3Rcv/ToSC/51pBKDWe2OS0LHHJWx9WjKG79G2e7wHIcNPhAvHj4W/MRk68fnD2NlWlvYiM9q3d5MmQpFxLtRmftmn+07S99NuMmjiezL4m3dkyDcjZI0leskfV9zcxT36kyuCm+9WwcRS6e4KTvw9/4LM+u2hhpvyQUt3losvusglvGyzzTbOSsTkzDHt27evbLfddk37uBbqDsYRZY3t5pH2ff5P2vXeSqZ98b5MfmeATPl4iLT5ZrS0bT+fNK64lkxdejX5euxYd0x90etbeKvVAhg7kzrQmQShNXLkSHef2HjjjV3sJwIuSbwkn2UB9t35558vG2200RwxwYhEdfcCPXq5/lZffXV33a633nruwYNr9z//+Y8cfPDB8tBDD1lcYg3TMKta6ycYdQ1PwFEiC4sZgoynUF+gYUWLI1K4qSKUunbtGiuDGPhunWSYZNk+xEVSEEHEqnHTZHLmCTruDfS/T7wrD730uSy7+Dxyxn795hCBuG+4SSOO2K7gd3744YfOHRw3YUV737K9WAGwfCbh/fffd8dHXfBhJWN88VeobAevawFvFv7POPluJjAVioz7s3FfyaMfPSsjfhgl03+dKn+ad2PZ/g/bzfFdWsSYhfHFFUxaPzFJ0k8ct+97Bx/eJP58Ppw8SZ5daAEZMmyo22bOFRJDsAbuu+++sscee8z9fV5mMUsh6yAWIM5jLLulBuuRWruSMHPCLzL5vZdl0rsvyMyxdHtpkFade0rLruvJlAWXl4mTJrlj6Ft4eTDQ+0E54H6AgOPcLgUcp6eeekpeeeUVd10xNs7Byy+/3LVRSwLXyQknnODuobiEw85lzpmrr77aCUCEXth9kvfwIELRZhWWRu1hFkCjKoljwdOkBHUnxo3zipMFHJVBHPfzhb6XbY9jqQyy3XrLyMQJE+TpIT/Jmf95y4nAeTu0dhMCMXWFytEksQBiUUJMasZilid8PyHHz5hmHyBWoJj1RIPWWdhnTPAqBhEWKnIQAkt3XFwO7/0XGf3zGDnh8OPk1HefkV7dV3XxoGFFjAsVambJIyu1EMT84fYNY8X2HeQPZ54hbQICje18++23M9cdzFIKKSlprXKNHTpJ+37bSLu+W8vUz0bI5BEDZOqYYTLt0+HS2HEBWaDHhtK623oypbFNk4WX84NzCq+AWgdLaREsddIJ1/Uf//hHZ4kjHg9rIMkaSd2vPHgecsghznpI/+wwrwP7kPJD7EfEHfc+GDp0qPsbJYj8cZf6+jBKix09o+bgZovl4qOPPorsuVvs81GTHzc1nri52UUVTE4TQ+jH+0HSfr7AJLZhz/lk4YUXktufGiVn/udNOWy75WTKxF/dZMC+KPTZOAIQVyPCl3Fj9UNYpk0e0YQcBJaf7MG+07ipNBMzkw4CB+GrbmOEDnGP/EQoLtp+Qbn0vItd8WT2jWZBsz7/XCkmmFQEa8uvvGk1//wuOzZUBDaItOo0dytEzkudmLPUHeR39iX7rRyu8CwijH3UZtlV3TJj3E8y+b0XZfKIgTLxjQdl4psPS+vle8v8q2wkCy/bXX788acmCygPHhxjtYCy5O2yLIfLWR+WOEZYgVmSwIMSFmOyelnCQDgfcMAB7noiY9gXiFw/xBBSi5J712233eYeuokzNmoXE4BGTaHtwhCATOxhvYKLoRa84I1ba9wxSRYqmJy0I4cfm0csHU/iaSYN3e4/bbi8+3nH06PlkntGyun79ZP55ivsliwmAH3hy37VXsZZkkeYdBAYwWSPLOIPOPbsT74TN7NO6ExMvKbWQcBNhSWI97z88svyhz/8oclCFAysDwomv2wH5wXbjViCrJZRpbFtG5l/w/Xlp+cGzP3ijJny6+DBMv+6ydx8UQTFLrGsTOxcT2ShljJ2ME+R1GKeBaTDmttL+37bytQxb7ukkakfDZGpHw2WxnkXlgZKySzdSxZfanaICJZhLcyM8M27U0c56g7qNZjW0njjjTe64/zII4+4RcENfOCBB7qfPCyR6cv16hcgP/LII2XTTTd1WcP77LOPu08SB4gLuhriS430WAygUZVwkwlm+vK7lnjhtO3WrVvq7yaWhs/rJI7lB3cyooLYoUKuDUQAljysWsXw6/upyya47rjwXZ988om7QeOiffm9sfLYG9/LUot0lDP36yed5okuS8PncL+GWTSZwBBriCae6H3hi/BhXySJAWQ7sc4Sj8n3qXDNQ/zx3eqaZ5sKfY8mfzAuJqv77rvPtVLbfPPNm3pB+wV2g9ZBH97HPscCw3nI+YJQVMGURUh8/8RT8vXtdzK7z/5DQ4N0XKOfTP7gA+ciXmr/fWWBDddP9d0F1/v9925cCOeo2EF1h2e1DpYiftJnxq/fy6R3BzrL4KyJY2VWYwtpu0JfabvKxtJqqdktFoEHBB0j4+V4qxhMK+q5JyGqC1ngs8L9BgGLBc4w8sIsgEZN4Jd4QaAxGadFJwNtraQxdOr2LJqtGNMFHFbfTz+X1q3K5xFXWOj++scVZaEFP5FbHv/AuYPP2H8NmT9CBEZZ8vxOIQjL4ESf1AKoyR7sV6xowUzfLOKP48T+RLBg+Y1znDSz8sQTT3ShAptttpmb+LXMjHZkUHeXbp9vIdS/qwUNEeMLCSZnFRK6xLXUsE9+GjBQWnToIF3+9Q+ZMWGCfPHLL7J4587SYvx4+ej8C+WLG250SSILbrpxqv1WaN3FXOF5WQdL7SZtMd/C0nGdnZxl8Ie3B4qMfk2mjH7TLS3mX8wJwbbd1pVWbTu6a8fv1ME4tVMH9xcVg3ELUZfDAsg6qql0kdE8MAFoVD1ag4+JHzGlGcKpA8t/u5HyHbg8ebIuFkOX1J0aVd/PF59J4DsRlPxEyKjre9v1lnPfefNjI50IxBI4/7xtE5VlYbJj/FkmmGCyB+NPmuxR6Ls5RnqcgvUS48CEf9RRRzX9Tis1gurZB2w326jihkXLzEBYv2GEsgoJxohVOszNqEWoo87TCSM/kCk8JGy1pbScZx63NEyc6F5rvfDCssLfT5aPz79Ivux/ixOBC225ueRJVMJQnJ7FSayD5XI0NbRoKbL0qiJL9ZT5W8107mFqC0546U6Z8Oq90malNaTdKhtLy8VXnKNTB3C81TLIQwz41sEor0A5Oo+YADRKgQlAoypRaxcWHxIT/Dp0eiPMYlXgc9zktWae39M2j36+UfX91MKUZEL09wNofJ6yzbrLSmNDg9z0v/flDETg/mvIAgERGFxnWFmWMOJsK9vnx04ifrTeHksWqx/fjWWGiZlzIMlxiuKJJ55wcU2HH364E4Vq8dLYQQQhx80XB2rFZAlOxvxf38v+9MvMIAg1CSGswwPFn2GBTTYK3dbWCy4oK/z9JPn4govkq9tul5nTpski22ydeR/omOKIiijroHawiGMdLGdtPj0+LedfTDquv5t0WHsHmfLhICcGp4x81S0tFlxK2q2ykbTpuo40tvmte03Llu4hkEVLDwUTglQM+uMsVwygCUAjb0wAGlUJkwwtr7ix0tXDtzL4Frw0N0WsPipqEGlJ436ikkCC/XyjvjeJAPRdtCQ84P4Nm0y3XqczoWNy46Pvyxk3zBaBC87Xdq51+j14/bIsSccatn0IaY6Tjo2JU8VRGjTmk+9j7HllqVJIl0zIvffeey6Ll/Zs1dqCiE+dfBF/bIMfnxoWO4ggYsFK6xehZr/zWbUOtpk+Q8a+NUg6du8mbZf4Pas3eG6QKbz8qSfJmAv+Kd/cdQ9vkEW2/YNUgrTWwUp2HWlo2Vradl3HLdN//NKVkpn8/isyfuB/Zfwr90jbldeStj03llaLLjfHONUaDFqYnLEG+/iWwzpnFkCjFJgANKoSdckRkxe88aV1o/pxeUzcWGvSBH2H1QGM6ucb9fk4285kg7jSzhl+C7kw/m/tzs4SeMMj7zlL4FmeCFQhh3XS78FbjEJiVQUvk726kDXZA3e9WhmBY6nxeHH2OQ8AbCvbqF1D8gJLDt0VFGqcUexWJ3vfEqQWXYQuYkYLGvvWQUXjBoPWQR03+8bPUv76medcG7iWq/d1x9pvbzaXy3m++WT5U0+Uj//xL/nx6Wfl/Xk7us4MWWs0ZhVlca2D5a45GHW+tFxwSem44Z7SYZ2dXXwgPYhdSZn3XpSWC3d2QhBB2NC67VzjjOrjqy35OMbBVoOcV3pc+Ryvb7HFFu78S9Kf2gSgUQpMABpVCZNrVK0ztbgkmVS4+XKTRpQQl4dLJ21ckr/uYv18o7a/2LoJSkdsEO9HckrcBJIt11rGWQL//fB7v1kC+8lCndq5zxLQz2SkZVniELWtmjjjC14/2UMFnwbaI3iwOjImJkgVRWHZswgIvhsLWtJi2UmhQ8pee+0lG2ywgVxzzTWR5WbUousLOC0vo4kkLIxXy8z4CSW6L5n0OZ7zd+okI4ePkBbzziutenRz56a2N9NWgUGID1zprNPk2SefkiMOOkgOOuggOeaYY1KPPe+4vELWQf7Psfdj6kpVdzCOsG1o1Ubadl/fLdO++9RZBad88LqMf/5mmfDSXc413K7nxtJyoaWL9vEdNWqUO1dx/Wvog1oHgZp5PXv2dP8nRpayK9dee+0cManF4JywostG3tgZZVQleWXi+hM579eOIVgn0k6AfkkJhEqxfr5Jtl3rs2FRDPbfjWv53GLNZaShsUGuf/BdOf2GN+XEPVaR8WPHunHjSk0iqIICkP8ziREn5yfO+MkefsyfH2gfrNPH9zCpqRjkPQhLxo/wDcY6lgKOG23VsMr4EP/FOcMkzoOIjgfRwmSv7l0Vt4hBJn8dK+JAJ2wVgb4YHPfOCJn2ww+yyHbbymJLLjlXizrEUlhsXUPLlrLhFpvLX//6Vydcs1LSzFzPOsg+0uOfJHawHJbNVot0llab/FU6rLerE4GT3nleJv+2tFxsRWnXcyOXPIIrOWxdwPmr4Q9+H1/QzHXGiWCkn+8777yTeExmATTyxgSgUZMkdaMGM13TdPPw1w3EKBaL90tiVQsmkARdREkSSDbvt7RzB1/3wAg5p/8QOfSPnWX+Dh0ST7L++vx6gZrskbS+X1BAaZ0+LGBq9eI1tZ6UGrb32GOPbfodQY+QRQBixWKJGpNf+oVQBSZ+FbdYOxGAKm44lrxfrYM/Pvu8q/e3wMYbztWiDmsybm+NRdSYMz+RxHdhv/766876nLQ1WLlLwDI2XKhRsYN+5nQW62Dq6gCt2zmrX9tVNpLp3348O4N41Bsy7pn/yPgX73RlZHit5QJLzLEu91nPyqvHUTP1tWQRD02M9dlnn5XtttvOuZHjtqnTklWGkScmAI2apJiAc/XVfvqpyZqkbtS4ny8EVirA+hWnbmCQMBGH4KAkS14JJLyn+5ItZPu1F5SHXvtRrvvfF3LYdsvKEr/PXbFRtyZCmv9rvcCsxZ01Pg5Bg2WIfYBAwKqGa5ZJVK2DeXemCANBsueee7rtuvvuu517Ownq3mVhn2giiZaZUetgy4mTZNywt6XDqj1F5p23KVM62KKO92rMmWakar06bVGH6DzssMOcYHz44YcTW4kqlZiRR2Zx3HUlhc+2WmwFt3RYfzeXNUys4KRhT7ul1ZJdXF3BNiv0lVkN4TGbPgcffLAbr4perPC9e/d215P/EFGoTV1WCyCt3e64446m5JZTTz3V9QT24eHzlFNOaaprefbZZ7vthBEjRrgi6hwjtvXCCy+MVQjfqG5MABrNzgXsW6q42YZZk/Lo5xsUlXEJrluTJeIkkMQRgEw0TC6Itp237CVLLvm9XH3fO3LVQ2Pk3MUWk0UXiJ+Vy/r4PrKPw5I98mjrhtWN78SqqG5T1qnWNF4HFYN5tWHzYTysa5tttnGinuOQBcYTFDh8vysr8tgTLpO3db/VnYDzLb1hk7yfkepnKWtWKuVsyOjm9yS9bstpASy0rmKZxRobGdc6mGdZlsY2HaRdr82l7aqbybSvRs2OFRw9SKZ9+YGMbzuPtKaMzLzLz7W+WVMny4wJs9sG3nLLLU0xgIR2XHDBBS5283//+5873n79yKjuMlmSQIYMGeJavd1///3unjVgwADX1u2ll16aY7uxhO+0006y6667OsGHcH366afdNck5du6557rEo+eee879/thjj5XtAcIoDSYAjZokSsAxoeqTdVhni2KfjyLonkUQpbUgpi3Jop8ttF6EBpZEJg+e0BEDG/VZ0omPW54c01QiZrEF44lAzXYkhiks2SOL+IuKswO226/JprF2xA0ilhEEKgjjutGi4Pt5YGAdRxxxRFMsJ9uH4CcWMwtzCJxOnWTEO+9KywUXkFZdVmpKRlLroApr9i/ncliZmWC9Oqx/KiLefvtt1/Zv6623LlqEWretXOIv7rrCrIOacRvHOliKkjMugWfJLm6ZucE4V1x68jsvyJRhTwlRsL+OedG5j1t17ikTX71PJo0YgGpzn5005EmZ1aO7NDS2cHGtlCDCWksICVY4rR/Jw5AKXyy9rJNr+b333nMPR+usk64nNOfJOeec09QGknVyrnC+ayY75+HIkSNlhx12cL+vssoq7uH5hRdecA9EHBPEH9AXGDE4fPhw6dWrV0572KgEJgCNqqWQtStMwDFBYC3ihofbt9ATczEhVay+X9JizsFtV5cqk1uSQtRhJWj88SOowlrard1jIZk6dYrcNeCr34pF95PFF4yOs9NkDyYiBBECUP+usXpZxB/biugqFmcXlUjC59W9GkwkSWIpQWhxznAuMOGpBZJxYqXBevLAAw8kjq+L4tfBQ2U6rd523VkWW2qpJveuJpJouRmEgJalKVRmxt83iAjcdG+88Yarncl+LVSEutwxgGnOlWDGbRzrYKkTJhrbzSPt+/yftOu9pUz4eLiMHfyUyJcjZdrn74qQKDJjusis3+8tUz4aLBNevls6brC72/a77rrLCcGgC5VtDxaipkQRPaw5PxDEiLD111/f9bOO21eZB1YWYH+df/75stFGG81Rxoh9iXXZf2DmHsI1yrYEKzLoayYAaxsTgEZNEizFom3IuFFp8HXczxciqr5flhhCPscTOJMak0CS8g5hwlNbpWEdwRoUlj3L5/qsOK8ssvBCcsU9w50lkDqBiy/UoaALnTHz03f56vjToLGZHC+2Ne4k5sMkFRZrxySm9SNVEBZyF2JhQzBjUSKJIiiscIdx3KPKEaXh+2efw8QlC270e/IH54GWSkFoMibGw7nH6yreeJ9vfQ2zDjK5v/nmm7LWWms1ZSnz3exvxKUvlspVnDmpBTCrdZAHFP6eV9yo2/7pU2XmlIkya8pEmTl5gswc/5PMGPejTPv1B5fM03LR5WTGL9/JrEmz44N9Dn9guDQ+OFwaWv3LHSvcwbhk/Qz/KLc/5yAJI7hisezyQEL83rBhw5xVLwmcUyeccIK7/lh/cIxh+0ofOKNeM2obE4BGTaICTC04PC1rZmrcz4fVWlOK1fdLKwCZqJiQmcyTlmQJE4DBeMeorhv6ufV6LeH+f/k9w12JGCyBSy78+0QUTPbQyTWPeD8tcaOt/eIeqzSxdsRVsi72s4pB/q/bjjBC/CFAoxJ5cHWx6LbzfizAafni3Xfll+HvyELrrC2tOs03x3mm+0QtwYh4XtMsaayDKmq07mBwP7AgVhEMeixvvfVWV+YGy6lfZoaHJWDcPID4xYurWQDGsQ5y3LluGaMK3vbt2krLmdNmCzgn5CZ4/58oMyZPkFkTf5GZE8fKzEnjZNbkiTJr2iSZNW2KyPRpjCJyO3jEiLqTvHToWr9tbKPMv9f50rLTYonHyXFZaaWVnNUPqy4PBkmvnTFjxsghhxzi3L+XXnrpXCWreBhjf3HO6AMpgnqzzTZz14f29lZ4Lc8HI6MymAA0atYFjEWDWDye+pMUN87az7fYtoXhW+l0Ak/rEtP1+m3YCsU7Bj+37qqLC2u+7J7hcuZ/3pIz9+snSy7ScY5MZGISVRBoPBrfn3YS5zu09zJCvRRFgAu1dGM/8bp2IkFQYd2Mm8hzww03yBVXXCH9+/eXfv36pdq+/jf8R2Z9940cu+Xmc4h3hF1Yqzu1/mkSkwo4xoPAUfcux4tzNFiEGlfj5Zdf7t5D27tgizqONWjx4iSJFuUWgC5mdtpkJ9bUCuf+P9X7/29Lh5++l7aNM2eLu8njZerUiTINt2wWXA3GNq5DSEObDtLYtoM0tJ9XZrTqIJMaWsmCy6wkje07ya8PXjiH+7eJxkZp0aG4ZyIMvU9pck/S+picY3vssYeLPWQJA5FH15IHH3xQdt55Zxd3OHr0aBd3yPnAOfrqq6+634kL5Fj26NEj1XiM6sEEoFGTMBlSjoVJHOtGmhIkWfr5JrEA8j7ED5M3Ez3WqaxdSNhOJvBgfcMogoJ1HURgQ4NcdvfbcsaNb8nxu3WXGZN+nKuzh4o+hDb7BEtb0sQLdbXyXVi5ylXPLJgsgXUIEc7+B4QUaEeSQqy99tryyiuvSJcuXRJtw/vvv9/Uy/ros8+S1557Tjp27eIEF/sEOCfi7JOwHsNacxDhpw8Wmgm8yy67uN+xCAazSPm/JtowfhWXpSjS3NTCcIZvgfv9J9a4uf8/yfv/bIFH5nTcSW2Ge8T5TXhGbVdjC2lo014a280rLdrPJ40dO0ljxwWkRYdO0th+Pifw+On+j/AL2Qfcg2b88ou0/c0y3G7VTWXSiBdEZmA1/I0WrVyCCN1H0qAF1tNaaG+88Ua3nY888ohbFNzAdCXhJwLw4osvltNOO81ZjeGSSy5pKvRO5xLiS8877zx3Plx55ZVWl7AZ0DCr3JHAhhETLFxBkaUuM42h0+DmpGABYvEDsZP088Wlws1RM+sKjUGtdAhKhADbz4SdJrGAOCC+AxHDNrKtcSZnJgAmdsSIz+sjvpFL7npb2rdukBP36CndVpjt1glm+rK9WpYFoeAnXiASorYBkYKLvpCrtRxoxjX7Desm26/jYRvZp34iSbHt5Ls0MSYKLCW0azv++ONl//33n+ucQGTFEe9xxuYXoWY8KuC4RlTc3nTTTS6BoFu3bm6dPEBw/gbDG/xECxauwdlu1HbSrlWDtJwxNUK8/WaNm6r/V6E3wf29YWYCK1yLliKNLaVB983MmTJr5ow5hVUYrdrIjJbtpPV8C/4m5OZ1Am+2kJtXGjvMJw3t5pVpLdrIpGmz40d5mEoreDmfEM2cU+5YzJzhEj7oJuKygBsbpV3PTVyXEbKA06DhCljoylUg3agPzAJoVC3Bm7DvmkX8MEmlxc+mTdPPt1A2rsLkwvbyfcTL+N0C0jx3+e3C2M4kCRRh62RiX6rTdNltg4Xk7hd/kH/e9b6csV8HWWrhDnMlewQ7ePiJFyoQVECpK57JkdcRSsWEcilRVysubqxtWncvLJGE90WNR8EVhuWEQrlaNkNR4cxnSMSgHIuWz/BL3/C9ZKrnIYj97hNaR0/Hoy0PObevuuoqefONN+TaS/7hRJt8/5lMH/+FTGqYJbOmYnH7XbDxs+2UidL6N/HG79OmTZYi8ut3WrSShtbtXPs0fs5obC1t2hK3Nktk5gyZhUt2+lRXLw/X7lzw+ozpzobH551wQ8Q5MTdbyDX6v/8m8Ga1aOWKiPNgWMhCxRFla+JmFsetOYjII9u3w9o7yowJPzu3b1rLn78Ot0vN4mbkjAlAoybgBs3Eqa5ZLQOSFnWlxon3K/T5KJhwmUzy6kKiMXRYj/i+pNmzQQGoyR5sx7YbrypLLfWTXHznMDnrxrfk1L/0kc6LzVOwBVow8YLjgUWVMasFBcsFFq44grpUME4tJO2XeUkynmAiCecfruDu3bvP8T1YpY877jjp06ePqyfIewm4VxAYbEuc0jdRIJyarGouxu13C5wKNXWbOgHH65PHy3yTJ8ql23aVZTtNlbG3nei+i3QhbHKhV1FDo3OPsuAebZh/cWdda2hsKdNnzpRp02fIDJIjZs6Qlo0iLWbNkMYZU0WmTJKZk8fNFpOTpjWlTji3rLci53ptP6+06LRok3hzLtd2v1nq1GLH30N68EYx0+tHnTazOIk7PKrkDKIvTcJH6JhMABolwgSgUfWomMKSpC7PLGVYgM9rh4s8+/nyN7YV6xfxbmGlHpJaALW4NdunSQxJ8dcZluzRr9si8rfdejl38Lk3D5HT9unrRGCSxAussmwrQpV1ABmZTKZpavRlRWMPEfVkOcZZd3A8vutbW2QhBHCn6rEldIBwAEQ5goGSK2EueKyLiy66iMzXvq3MGPvDHGKt6efkwE//dQTe9Kmxx9+UsICI6zi/rLnkyiKt28mEaTPlxfc+kS9/Gi87bbH+7NjClq2kZYsGaUBgTps820KIkCMjdiJxbt84K6HCGeifhZxZ01q1E2nbURo7LSEtO3aSlh3nd+JxRqt28tPEabLECl2aXLINLfNPAsoj4cS3psaxDubZdSSKrKWXDCMKE4BG1cLNHDHB5BkUU1kFIDd0Jne/w0USwtbvW9WwJvotvtIWoWY7+U4EBm5kLcyaVgBqsWgsUJo8o27L3isvKMf+JgLP6T9Y/v7XvrLs4vGtd4yf7QNiDdlHmqjg1+jTRJIkWdtJ0dhD9luaJCGFbSTrMliWhZIZjAl3MAHxu2y1kRy569Zy8wl/kTYN0+XXZ/7zu+t0wliZMWm8dJo5VaZMnSTfxT1+LVq6VmTOCjfPgtKw0NJNvyPqXCaq+//vf2toO1vwOetdIOZMk5GwcN5z03Hy5ZjRsm2nn6Rdu1aC3Wy27cynQRradpSG9vNIi0WWdVa5Fr5lrun/uGLnkRmzZp+vrt3dxIlNWcy4UCl+3WrR5aTU5F1ypph1kHPcL9xdCjFoAtAoFSYAjaoFSwqWpDAxlVYABvv5FgvkjyIo4vzsYb+EStr4Qd/yifDTGLosHUg089QvFh1M9ujbdWE5bvfV5OI7VQT2keWWKO5uRlSoi96Pd1TXKQkgWqMPi5nvWmVy9fueZkWtbXnHHvplWXQ8f/vb32TixAmywPfvyrgBs2vr/R6Z2iDSuq3MbNFGWnaYV1q26/hbCZHZAi1azP32ngSuz2JovUyOM2V4br65v3z06H9ksYXmkcYOs7NgZ7XpIFMaWsvEWS1l4sxGaWw7j3SYZx53TP0aiqClZuZoUfdb2zG/fZ8Tg7/+2nTu6f7L2r4vilIWtw6zDnIe8+CTpmdxXLK2XDSMKCwL2KhaiHfTumZBEIb00gzGYRXCj/dDpJBRSy2rNDdWP5OXCQ7LSpzsYeD9WJCiMph9NzLJHr7lk79DkiKsTExM/ggjsp61WDQTWJR1YdjoH+Rfd7wtrVs1Okvg8gVEIKKO8ZMgEteaGswqZv1+VnEaa4cmO7BvEbmliD1knw0aNEjWXHNN9zsJB8TALTprnEyePkMmTRfnYp3Zso00tm7nXKMcwzyKXqdFLdNYM4s9nChaakiPEdeilphBDGrLtagWdT4cX64XRBP/x1pWqEVdFvRBJJjtXioIcdDONH6h7SyZxUE4n7kXrLbaarlvv1HfmAXQqFqYJKKsfGoBjPvEH6zv52cAp7kxawyhlqRhYo2bmFHIesl3sp2alBK0fLKtWhcsqegFJlu/rVuUZWG1lRaS4/dYTf55+zA5t/9gOfWvfWSFJWfXBPMhUYJ9gCDVmmFpXau41VRYx23nFrTsInI5vqUSXLTfuuOOO1x/Vroq+EKDNc7v7XNEE+PkQYPt0fHkae2MGz/K+hHFcdersY5q7fTLzHC+My4VNpyjwSLUvnVQEyX0eAdb1PE5vse3nKXdP+WIyYuyziWJHUxiHQzWcDSMvDABaNQk/uRS7IYfVt9PBVjam6uKFiyRWNW0hVccoty4WC9IzmAS4TvDkj2KtbDzYduY/Nk2BBrWKhXNcdq69VpxQTlhz9Xkov8Oc4khZAevuNR8c9XVQ3BFtaBL6lr1a9oVa+cWjG3jc36Zl7zguGh2OB0VGGuU9da3tmliEUJQy7IgnvKwdsZBS85gCc1ag5F9GlY2BwGnsZ2IOBbGrOe3PsQF3cdhHU60RZ2KS/3OJPsnKiu3VEQJziyZxWHryGNMl112mTteFHP24ZykXaAP9wpKHR111FGufBBdZYgbBraX343axwSgUZPoDbHQzbFQfT+94aaJI0QQ8J3aLzdpVm6YBVCTM5hgC03WcWMAg8keKhp9q2kcQbDqCgvKiYjA238XgSssOU/JBFewpl1YOzdNItEsTMbJPo3bUSMJb7zxhhx77LGuKwJuX3qynnDCCQXdjwhEBLfuX6w9QeuXb+3k/SoI89qXWjYpS8mZpP2XVRCquFHrIK+DWgiD12tYhxN1GydtUVfKGMCo9cXpwpPFOphV1BL+ccEFF8jLL78s22yzzVyvc348/PDDTb/fe++9TuBRxBwGDx7sLN8bb7xx6m0wqhMTgEbVUuhGXkzAFavvl7aUjAorbtjcyLOWZPF7BPvJGXE+WygODssZ8Yn6fbq/mHCYuAt17wjS04nA3nLRf4fKebcMlr9utpgst3iHkgiuOO3ctMAxljXg2FJvsRTbwvdynmj7uGLdGtjfheIgfeuXb+1UQchYVAymjRvjuxDoPEggqkpJsP+yX4Sa8egDB8dPk430YYTjFUwk8a2jaSxn5RaAaVzOSayD7KusFsC7777b9fDl4SWsRJEP5w0t4e688053TDlmw4YNc/saCyLHmM42dCUxah8TgEZNUkjAxe3nm6QcCzdq3FPcQDWWit/Tbru6YXFNM1kipuK4UQsJQP7O9xEHR6anfp9OwlhBdWJmYtGJNk5JllWWX0CO2aWHXHz3CLnp6a/llL/0KXthWt9VzDZr1jGQEKTiiYk1zFUcB6xV1113nQu433DDDV35oeeff76g5YmJm/2O8EuSdVyog4dm7Pqu4jhlc7T7Cudo0mLhecA5wXpZeLDheuH/Gt7AceG8DJ7rYYkkxSxn7B/fcsb+qUYLYCEKjfGZZ55xljce5Pr16yfbb7+99O3bN7GVmEx1oFxRMS6//HLZeeed3f0DuMdpYXNaCD7++OOureETTzxR0QLvRj6YADRqljABmKSfb9xyLBpjxk2ZGyOig0k/bR1C3W76CQMWyrhB4VGiVy2eTCCaPBJM9vAtK+q287t3qHgKK9GBqGzf8Kscvv2Kcs0jH8sFtw6Vk/fuI107F7ZYlgIVOb6Fi3GrG1Jdxb54iitW2R/9+/eXNdZYwwlAKHRsNAkmD8HliyeOETF8nGcIKc7pYokkWH4RXAj9SvaMVas2CwJaRbqf+c14VNBrZnEx62DQcsY5rGVm1HqKCEySHJaVvJNO/DHirmVMzz33nLz44ovy0EMPuX214447yt///nfJG6yPiE56WCtcYzfeeGPT77Q2vPbaa2XIkCFN14dRu5gANGoWXwyl7edbTMRpFiXvJeNTrTBJrIdBNCYKocXTfRILQpgF0E8eUYtnoUzfoNtOJ2bEhgbhqxhk8kbkaGmVLvPMI506zecE4Pm3DpGT9+ot3ZYtrZsxTFiQde2Xx2HMwRp0jAdBhNgoFGfHeYPFDesKLt/bbrutqItLLcKcb1mTYMLgGGlSBTGcuLtVPLFe7QqjHVbYJzz8lDIDOg5+chDiz0+OiiqqzT7kOtMyM3Gtg3oO+9ZTzlW+iw4/ahlM8gCQZrylSjphm7faait3LjIGxoUQLNX6nnrqKRfn52fzkwwydOhQZxX0x5xXjUOjspgANKqWYk/Wpe7nq104sMj4xY31s2lKaDIxam/a4HemEYBq8fKTR+KUefHxJ2Y/wxPhxD7l80yyOjF37Ty/cwFfcOsQueC2oXLSXr2le4lFIGMirpHtCgqLIGyvCgm/hElYnB0T2W677ebe8+yzzzoR0rNnz9jbgus+7vmWBbYTa6efKKHufMShHqNSdlcpRnC/FHJVBotq+2VmEISMg+OnRagLlZnxracqBNkXKgg1k1zXl2cZnnKUnWHsjA8hWMrYOxKeglY9zjsSSAiJIIYQayTHiIclo/YxAWhUNYVi3pgAcJOpCzNpP99CAjCsC0fczxayjKj1CsGadX/wXUxuWObUFRrs7JGmxR2WPyZfLIvqSlXroFrSlltsHjll7z7OCviPW4fIiXv1lh7L5dd1w4fx4IJHACAsklof/BImKhDYb1jMYL/99nNWjzixVRoOgOhKsy15oIkSHAtNhEH8IAo5RnkkkiRF40+5HrMeI1/gco5rprRaRP1Yv2BHEhVL+l61cGuZGQShLz753izWwXKUnWF/lMKCud1228m5557b9MBDvcrdd999jvfwsHX++ee7OEKuHe4NxMiW46HHKD3WCcSoarAMRJ2io0ePdq8T65emny9uUyZJrW+lN1vEgda3i4qlQhzhHqGTSFwBg1uSGyo3z3fffVdWXnnlxAHdmnDAjTi4jWy7FonO0jqKfYpADbqoERusn4mZCZpJ/ocJjXLtI2NkxsxZLlOYZJE8YZ1sC5M+25LHREigO8WcCWTHMqSWJ44pgkDLzASPDUIC6y37FRFf7iSYsNZuHHNCHtTy58dCInjAL6pdim32RTHnY55WSD9TWs+7YJkZfSjiPEXUsx1RnXL8FnUs6npO06KO7+IeRFxwKR8EWAehCTzoGUaemAXQqDk03o8JG7dlln6+vrjUIr5MaGFdOHzUBVws2FxjCJl4+U4/hjDNs5e6wpi8opI9slh8mGARFljE2K/+d2nLK9+S1q7deNl7k4Xllme/lX/cNkSO2KGLrN59iVyEhhYyZmL26+plhSLbLIyVsSD6GKsvNLDWMl4/S5r9gnhnIq5kZwYNeWAf80ARdIUGYyHVkhYWC5l1n2odRtbFtuQtMAtlSnMP0ExgFt7DeDluHMuwRBI/PICHRi3SzcI+StKizm+FVyr0HlPJhw2j+WIC0KhqwkSaxvthqcny5O27cbV0DDf9OIkZfh3CqJuzxhAyGQcFTBoBiODVXsDaKSRP8Yf1BOtnnPpxfsYqY1t00UXkn3e+K1fc/4Hs/sOP0nOFBZoSSdIcI+0vnEchY7KtL7roIjnzzDPd2MiuZAl+Z5irWEuysH8Zh2agVgoEi3Z3KdbazRc7wUQSkmM02UfdyUmFDPuIa5H1YPkrhygOy5RmPGSp838VjOoaBz9mMLiNYUW6o1rUBR8I9TwopYu9HCLTqF9MABo1Q7C+H1aatJm4vgDU0jFYBIgZinND92OOyhFDyCSnbb2Y7PIUf3wPEx7xUcHs2jiw3h4rLCqn79NOzr1lsNw58AeZd975ZJlZvyddqFs1Tn0+FaJJ+wtHQY1AEjzIcNxll11i7ScVGvxkfyMQ+H+pLGlxHwA4/9O2dgtLJMGlz3mq7dzi9l9WaznvS5rJnnemtFr++MnYGBdj8gVwnDIzSVvU6fVrAtCoVSwG0KhqeJL3RZpf3w+RwMTFBJQGJgmNA4pbOkbhsgmL4+PvfC/xeXxnlJj64IMPnNiKU69NxSQWHyYeSlx07949U7KHosWosZ6wvVmDuz/+aqyce/NgmTptphy3ey/pufz8TVYnlkJ9cINCNEstO8plYCXlezSOiizGNPUGg0JULWmIJ8QGwkAFLmKjFIJAO40gcOI+pMQl2M5NxVRUUe0kVshS47ugOX/VGu+7vzW+U8vMaCJJoTIzYevRAs0sXHuMn3WUMgaQexPJGYR7FOsSZBhJMQFoVDXcAJmEw+r7YQHkxs7fk8INHCGVtHSMDwKQ2oD6Wd89TTxUoRhCDewuJDp9ManJHuyPUaNGSZcuXdx7sog/3V5NasgreP+Tr8fJOf0Hy+Sp050I7L3ywk3jUasTkzLr961OHE8m1KxCdOTIkbLtttvK//3f/8kVV1yR6juw9GH14eGikEXUL5vDwu+MSdvt5bFP1R2etNNIWvz+yyx+UW2EDi5x/s/5W0nx57ugOWcKCTjf/c3YNNZPYwd1HBpvF7QOhiWmcF1qJnmxFnVp4cEMsc2DpnXeMPLGBKBR1RC/xQ0bARQUBUzSWhcuCVo4GfjOpJ9X3n//fVfyghu+3qj5vjgZomQQE5cV1T1CJzcmLhWTXKr8jnjk9yRu1agECybANPUI44hALIGTpkyXY//cS/p2mS0Cg5MoYpBF47cQOOyTpLXaEC1MyJrRfcstt8gWW2wRmQ0ap5AxoiJJUWU/Jo2F/xfrsJLWClkufEsarnDOP0Qtlsi0Y8oDvT44b7nekpy/fpkZfRAJWgd912uUdZD9wrHh+vStg2Et6rImZdGGLe9i44ZhAtCoatRtGCaocBXyBK59K+PAJMYNFaHBjZkbdloBiKUJkaBuKL8YczGwPuLKC5vUNdYLa4u6tfx4P7U6IZz4qbX74gbzq0WJ7c3bnejz6TezLYETp0yXv+3WS/p2nVME+iVnOBYIP7U8aUusOGNif+26667uvXTxyOIOZ0JnYueBI2mJnmJWp6RJF9rarZgVshyoC5rzlfNSS7JkTSRJK/64PrQ0UNZ1BsvMaKyfFqEGLTPjJ5RwTHlY8O8/fos6Fh4CeJhRMZj0YY3v4Fql3FSh4ueGkQZLAjGqGm56WtsuSyKFtu7SCZWJDAGZJYmEGzkCFCsNsVBJYnSitl2TPfgudbGp+GM/8DkmKC314VszEC++CzKs7huigkmrHBalzovNI6fvu7qc03+QXHzX23LMrqtKv26LzCUqEH4qnMMSFIq5VZlge/fu7caLNSdNPJZfVw+rbh6u22DShYpbf0x+mZngucr5WenWbsB2s298F7QWbI4aEz9LERenySdaozKPh5dgEWodE/cKTY7RwtL6MMZ69Xr0iWpRp0IOkrSo03uflYExSoFZAI2qhhugZu4FQSCQCFIsuF8L1SIq/AkV4cZESwxgUvhOLIDc8LEgJnXPENiN8PFjusIyh5N09vBdkOwbv7Axkw2CAgsoLrNyupM+/3a8swSOnzRNjt51VVmj+yJNBa2xQDLWqHGpRUXjBtWt+uqrr8qAAQNcVwJ/Us5abDqpOzENUWNS4cRDBX8PC3soN2wj1w4PI4UecMISSRBBKnDThCkEKXfySVRyjFryuH9wH+DhJU4iiV6fKgj57mIt6lgHmfQ84GQ5Ly+77DInaM8777y5XnvrrbfkoIMOmiOW+uKLL3bxzSNGjJCzzjrLbS/beOGFF7rkKqN5YBZAo2aJYwHUQsy81y/EHPfzhSYibuhMjGnElL9u7aHKxI/1SbNfk7Z107IYLFrkVmPsmER4HaufWhXLFbu19KId5fR9+8rZ/QfLZXcPl323Xk6Wmm+am8SjYiDDLCo6Jibj4cOHy5AhQ+Sll15y8VFpM3DV3Z53sekkY+IBR0U7kzRwnBgrVrRKlQDhYQGRnvQ4afs1v7evn0gSx/IVdc1xblfiODEmv8sKD2pcQ4xFxW6xMjP+9Rm3RV3WUjNYbunl+/LLL7val2EMGjTIhVCceOKJc907Dz/8cNcubr311nN9gPn9scceq2jyj5EfZgE0atYCyI0XSxoCIGkhZj8WTjNq48A6SSDhJs2kpC6+pGBxYtLA+hWW7KGxfpBFAKh1S+vaqbtYy7Fo399yiIwvvhsvZ934loyfNF0O3q6LbNh3mdifxXJy5513yp577ulEkVpQ+L9a0thvOqY4IoN9oaVV0rQSzBOONZM15zquQ84zxpW0Pl9eaC3GNHUhg2j2t4onhIU/pmKxlvoQx2cqnXmsD2uMg21Rizs/uZ617mDSMjPBFnXsL6xwJIrRq3ePPfZIdRz4DraTB4soC+D+++/vriXWyb7l96222koGDx4sJ5xwghN+CrU0sSb26tUr8bYY1YdZAI2qptDNPsqCx80Uq4MWE44qnaHt3OKCO0bLcfAEr23j0o4LcUaRYib1UnT20Bg7BJFOnIgdvxyLFgHWyTgYj5YXbj9N/UX23WJRufnZ7+W6R0a5iX/tnovF+jzJHXTzYPt23nnnOQr2ancOJmHGhFuf41RIZKhrM07Xk1Kj5Xg4H7WdGg8tbJu6IDn3OJ/zdqsWKoGDCzqPUAHfssWYCrXcC1pxeS8PXGmLX5dC/CHQsNRrZxi/pRxjwmqqY45bhDrYoo7jvuqqqzrx9cwzz8iVV14pq6++usts//Of/xx7P/ztb39zP/l8FIyBsknbbbedq06w1157uX2t908f/s74TAA2D0wAGjVLWD9ezeTEfeW7U6M+H0fAaWkQJkYsIuoOS9vPFxBdTOqI02CyRx7iT913WBAQOME2dP6ErPFouKHYd9rlQst8ZIWJD+sW9Ou1shM5Z980WK64b4TMnCWy7qrhIpBtYf8QG8WkxDb96U9/Cn2v714L9vXVbiQ6JoQxx5MkgkrXVlPXZliP4WJu1UJFtdNQruSTsKQLFeTqVlXRzt+43oJ9qSsp/jh/g5ZYv6Wcb/HkOHEuaokZFdSMheMZZR3kfDjqqKOc2KNiAOfrwIED5YYbbnD1LfN8aLn00kub/k/c39Zbb+065+BZCdvn1pWk+WAC0KhZ9Eak/Xg1Q5DfifcrJl5UABaKh0OoMQkhGrDS+aUY0sYQMikw4WncWZp4vyj4PEKVJY7AiYqxY/uYdLTeYFhHiDhomRdf4CyxUEs5Y7++TgReed87bpvX6zWnpYEYv7333lv2228/OeKII9y6mQzjEtbXlzFhTVKRARy/Sk1oGn8Yt6gyltmgyND4zmBR7aSuYn3I4cEBgVOu5BMtYeRbcTn/OH85dxgz71EXayVEYDHxl8TiybXPmFQQqnVQr/2gdZDzk+sGyx/hD3nDmKiZeeCBBzZZ/tkO/s96Obd8tIKA0TwwAWjUtAtYb5LqKuKmG7c2mN/PN2w9GnvETTmYQKLblkQA+skeuPj89ecl/rS9HRNVmrphfukSXzixH9guLS8Tx+KkRWwZa9CCs/iCHeSMfVeXs28aJFfdP0IwpK6/2uJN+wDrwxprrOHcYFnRmoIa+8i2IL6YzBC8mildzhg7dc8j5tLEH/oiQ4tq+67iJP2XgwInD6tvGtSKy0+skMRCsi2lsniWQvzFtXiyIHIR7n6/Yt+roA+YpRwn673//vvdNbHTTju5c/LJJ5+Um266yVkDuU7IuF9nnXXkhRdemN33u0ePkm2PUV4sCcSoanRyK9SOjZsXAc78ZNKIO5lyc33vvfeka9euc4m7YgkkgNiCOE/EfmcP3GtM1IyLz+aR7MFEgqWS78JNnbeQ8d1aCEK1OKnICO4/3wVdqH3Ztz9NdJbA738aK/P8/Jx0XX5xOf7440uWYEGpC3/faIwdY/JLlzCupN1IstTVK0crN02OCfZf1l7QnJflEsBRcAy47nB5a1eXsEQSFe5xE0kqJf6KfX+wCDXj4Pi88847LvmDcfJ71gchYgAZiyaBEO9Hdi/roJzVOeec465Z7lNk+uIGBu6PlIFh+xDnZ599tutDbjQPTAAaNSsAeY0blPYCTRrPxecRkPTZ9CeQsHp8YajrDYtjIdQ66Xf2QLByw9d6ZlmEBiJGs4qDcWSlro+mbdyYHFRgMGESS8a2xDkm3/08Sc76z5vyyv3nyGpdl5Ibb7wxt8K3foJFsRZ9Kpz8Dit5Z0qrMC5Xa7dCwoljpVZQxF8pkn+SoFnZcYSxX59PhVNUIkk1ir8w1OI+bNgwOfbYY93vJFtgfVt//fVltdVWs4LQRq6YADSqHm72URY1JgAm9iRdOHwQgLg6sPaoC1X7wBYru8Dkibhj/VGEWRJZj59woTFQaSZgtSZVspSJHzfI9gCB+2yTuvSK8ev4qfLBx19Kv57L5jYGdeFr7bi0/WK1HEvWTGmOOQ8NlUw+CVo8NTOc7Yl7rEqBnseatJRGOKkg1HJAKnKTHqtKiL/gucd96c0333RZua+//roLG+nbt6/ccccdZd0Wo3ljAtCoOQGIxUkzJ3mNyT3thPr+++83lXRAUGIFihsHhZVLu4tETfhq7Qnr7OG7f5iM1YrGxBUnCF9rtRXr0lAOtNsKx4OxajA/RLkfy9W7NmsGaZTF08+ULhZjp4k5PFiUswtLoV66HAv2j4qnrMWa08K6EX95nMd+Ikmwy4peV0niIcst/lg/5y33FZLO2B8cL5Ki+EkpGMPICxOARtWDUNLTFBcakwXxQUzs1NEjXiitO+2DDz5oiiFkcijmJvRhQkcQICB92FYsPQhA35JYKNnDt6Jx89caY2HZt3ye7eX72d5CpW7KQZSbVYvbajcSP1M1rcUzDlrgOxhHlhd6rFgQCoxDhXvQ/ajnAuPnXEiTmFOqXrp+uIB/rNIUa06Lln8plUtc6/OpdZpzMyqRpBrEH/c29j/ir9L1KY3mjwlAo+phMsLChOjB6oYLTSeLMWPGuKfktDdLAqARZQiFpIVmEWBY4ZZbbrmmv/Fd3MSxGPnlNNh+bexezArmZ98Gu3YgIJiksGwgKCrdK1bjD4u5WdXiqWNSi2dcK1pc1Cparhg7zepU8R50PyL+GCtW4kpl1/piiFhURGqxdmpqndYHEi0HxLjychUnaTWXB75bn0UzcPV48UBXSfGHEGZ/cz8pRXKQYQQxAWhUPUygiCqdSP0CtUxo3LyTWnrULYdY4GbLJJQUYgURpJSI8ZM9sAixnXl09vDrvakVje9Vq2clg8KzxB/6/W99K1raWDTfzVopq6jvfmRciGPGwbnJsaqkANSag2k6agRj7EAzwNO6ilX8VSoeMiwDF3iY5FiVMx5SM7G1eH0prNaGEYbVATSqGm6O9PvlZhxWiy9NMWbezw2XGz8WtLQxWX7Nrqhkj6ydPbTeG5MsE4TGMWHpwrrku1TLabVA/JLEkjZuyy9q7HeD0I4hfsJFMYupulm1iHGl3Kxaxw6hx3jYDixbWvNN3fp5WtHioDGzaWsOah9pFnUVc+1oy72knWPy7DOcFvYB1xHbixBkQXixrzgHfUsuS6ketDTxjHOXh0YTf0Y5MQugUfUgNqKCt5mAEBNYNZK03gJuuNpqKo3LRft+MqnyEzGkN/A827ohjPh+vtuvc+i7VLFgIDj8JJJSCIxgp5G8J3BfYDC2YoWaVcxj4cIlXg1uVlzibKdfkDzMilaOhAstrcJ5g9U4b4JWtEJ9fTVsguz5aohdjYr5889BFs6tJIkkSdePIObcJRbZMMqJCUCj6mFSjbLyJSnGzE092C0EMchElWZyZOJQ6yRiMk6yRxK0XAwTZrE4qbxdqoUmLNZTroSGsELNfvFp7R+LoKh0HTstO1Msxi5K5OZtyS11wekk5VhYeJAjjrcaMqGTJHwEk360s4yK3DSZ7X6iGOdu3AdYw8gTE4BG1YO40QSKtMWYmXwQC0yGiD2dnJkgsRolffpmexCTWD1WWmmlVMkecSYozR714x6L4btU8yrFoj2Rw7pplIugyGUfsR1YXhlXpWrYZW3tFrTkJmnjVqns2rjxkDouLeWkbQbzSvpJu208OLKvkyZ8hCWSJO3BrH2XKTjPfYvz1zAqgQlAo6YFIBYFzYgtdLPV5ICgFQ33IYIoyU1YLT1MYEz8q6yySq4u3zzFVlQplqgWboXcmryXCavS3Qg0pg1xxDb51qYsiQlZLW15lJ3h2Ku48DPAk/S/1fjMcmXXFoNYQa4/xDFCEAFVqHROtYq/OJntiHc9XlGWd70fcXzieC4Mo1SYADRqWgByI+Xmy808SkhxY45KDkjiQgYmDs2mZMIfPXq0642pAjCr+GNC8WPI8hQyYQWNiwXw8x62B/FRrHRIOdCYNlyaasn1rU0sfg27UifHaDZrKYpx+xngvrWpkHjXkIFSxGem2X7EH9tEiIRef37pHBZ+97OKS+XKz1P8FRPv2hFHhTvnJ14G9gcL11KaygOGkScmAI2aFoBhtfiCJVmwokVNKnFdyMB6EJRM9ggQtok6gl26dHGvZxV/TExYkrDaJC3VkQYseyoumLCCrkf+xniDySeVQsUW+6ZQ3cew5BgVg3kmx5SztVuYtSmY9INLEXFRLTF2WOexRiL+oupVZu3cUS3ir1CcJ/3KjznmGHfPoLfvJptsIttss03Fj5FhmAA0qh6EFiItTi2+qJIsURRzIQfdyLxPJ3u2i1ZyrAfRliUOTd12WAkqUQRWrRd+P18sMwi/SvUY9kHccKywmiQRW5w3fjykBvCzpHU9VkNrt2A8pFpCEcdYIit5vPzuJ3HbKhbqsuJnFadNuODa0jqilYhffeaZZ2TAgAGupRsPVeyTLbbYQv75z3+WrT2iYQQxAWjUtABkkiFZgkQMFQrc7P3+u4Uo5EJWEYRVDpEYdGOxXX6R5jTJFuom04DwanDbIXaxbqnrirFWKr5OLUlaKiNJMkxUAL+KQR1Xklpvun/UslXp1m6aLIR1lGODyCmXS7XQ9iDesnY/CTtefsJFnHFVg/jj2kYQ8yDFOYxn4oUXXnDn9NFHH1327TEMxQSgUdMCUAPwV155ZXejZ2L2++8WI8qF7Cd7IOSYPJhwopI9wpItdKJiIg4TF3yHuqWqoU+sdiRgHNpmLhhf59flK2U/X90ef//k2fYuLEvVH1eYUPC3pxpau4VtT5RL1XcVl2N78nazhsWvFqt7WQ3ij/sLghhLOvuk0pZ0w/AxAWhUPQglhEcY3NzpB8wkh+hK6nIKcyEHkz20x23cTN+oZAtfXLCt2nGgUIxiudAexoyt0PYE6/L5/XzzFBflLjsT7H0bjIfUXq2ch5UqgxNVALuQuFGXqo5LCzXnWR/Sf3hQS3mp94+6wHXhAUvHpa79Sos/HizZBjwRtHgz8WdUGyYAjZoWgExsuFS48VPmJal7EtcZLr0VV1xxrmQP4qk0+SFLmRdNtvDFBX9DWCAmKh0DpJnHCGe/e0WcSdhPItFWZyxp69fp97I9HMtKlJ0JxkOq+Gc7KiUmwsIS2M4kDw9h9SGz9vQFFcecR2opLyd+bT7Gxn7RPtxZwwbSwoMlgphkJbwLJv6MasQEoFGzApCbPUKB1ynFkkZIaTs3XMhRyR55dfbwM1mZJBE6eYmmrAWMs2Yecwx0AuYn3+MnW8Q9Nup2Z9Im4aPSE6duD+hDgF+KpRLilOPFfknzwKOEtTvz4+viWtHZH2oZrYT4i9oexsa1pa5iHVc5rjGucbaBZJzll18+9/Xde++98t///neuMJinnnpqjlhmzpNTTjnFxSBy/Z199tnSu3dv99qIESPkrLPOcp/luF944YVuW436wgSgUfVoCQz/d0QaYo2SLAiqbt26pZoM1dWLAOQmGqwZyLo0/jCr+NOyIVozLiiauElnzVBN02OYenq4qfJ0B/rJMXFFk4pRsqrJhq4W8aet3QChpOPy4waTiKa0+JZRxF+eluMwF7i6VKNEk2+JRPxVukB4WMyf7ypWa27SwtpJYP+xTziHCSsp9TnMvv/rX/8qG220key3335zvLbzzjvLTjvtJLvuuqsTfAcffLA8/fTTTqSTgXzuuefKeuutJ88995xcfPHF8thjj1X8mjPKiwlAo6YEoMY+cUPnJo+l6N1333W1+NK45rAQfPTRR27Ci0r2yKOtm2aOMnGHlQ3hPb57zs+85WfeExVWgTg9hrOi8ZBhoslPtmDM2qqvEmVworqNFBKjYXUUi4mmtLAutod14BYv5UStPX19a24wu53zEzGqbtZqFH9xC2snaeNWCL4T8cd+IqSkHGLqxhtvlJdeekn69+8/x/p40Nxss81kyJAhTePac889Zffdd3eW/hNOOMEJP2XjjTeWyy67zNUpNOqHytrrDSPFJAg8XeuNjRufCrWkIEiYGJiwEUNJkj2SuKQQsASCR1mJdJJl8TNUKYGC4E3avi1uGZNS17BjXOxbFsSdb2likvLbubH/K9G3NqrbSLEC2Jx/iFUtCq6iSTPH/aSELAI+aIkstbBAzPFQwKKiieOjRdPZDraJ92Etr3QMa9xsX/Yb1xGLPlQyLq4FMnWz9GBW8cdnS+H2jXI1X3/99XLHHXfMtT72B5Z9f18g/LiXMPZg5yN9zQRgfWEC0Kh6tOcuyR7cvIOJCmqRSAo3fm7aEBR/TOj8nuVGrj10mSgRf3GtJKwTyyaLiiaEBS5kbuzFypVEodZTxGUhMVpKWKeKJsQEEy9jY8xalLvc/WF92BZNACrUbSSOaNIalX5JoKQCngcUzUYvR3eYQqIJSyjHR7PFOb+5JkvRZSUuaUu9sJ1sLwsiXwuGI+S0z3fcmp4ag8f7eDAtlzX0nnvukXXWWWeOBDZF45WD6D0u6jWjvjABaFQ93Jwp9YIY0v6vPkkFoJ/sgZjUciya7MF3ZRV/TEg6KWSx2vgTFWP3M4rVgqZiEHEVtR4tOwOIv0oH62uBZ/YTWZJsu1rQEGBpimpnhexvBFtWt3jQ0qQucBXwWpcvqv9yMCYSIRp23pcbrg32D+cc143GsLJookFeVs845Fnnj+sB6zOLb/XkPqG1L8N6S6u1mNcRYuV0hT/++OOuxVwYnMOUt+K612udseAW5kGCe4cPr8Xth240H0wAGlUPNzA6fUTd4JMIQA1cZ9LAVYOw0kB2FYFZxV+pkiuCbke/HRg3e80oZqLya7xpmRfGqpbOShJ0i+txVVHkF9VWt2NeLvAoeBjQPrqsq1QucL8uHwI46pipsOAcwkJVaTgGWMa0VBDbyXlEMpMmNKloQpRxPaW1esahlEWefQGPWPJrX3I+cm2TTEFGLRY/LKPlFn9sy6hRo6Rfv36hr7PdXbt2lQcffNAlg9CPePTo0c5iyLgY06uvvup+pysJY+7Ro0fZtt+oDiwJxKgJEAtRpypJHEyUxeLHNIaQm52f7MHNUeuFZU32wBKCkOBpupTJFUF8awyTg1pjmLDZHibpasis1TImECd5QGO11Orpd7YoZkErd6u5vJItEDMI0qRu6FKh143GyRY7h8IKofsFwwtZquNQyQ4fHDP6+V5wwQVOUDEO4uY22WQT2XrrrQv2FM+Td955Rw477DB58cUXm/6GOD3wwAPl3//+tzt3uM5OO+00dy7BySef7AQfcM+jDAzHiGNDiRhKaRn1hQlAo+YFIO5hBE6hyVJjCJmEgvF+WACZqNSdinBLKiy0Byo3VDJ9K1F81t8WrDHc+BEYfk2+UmQUp8lkTWuJ9C1oWTNvS9lqLo9jVmqrZxw0zi9LAooeM82WZiw6rqSxntXQ3k0zxDVznSzcV155xVkBqdFnGLWCCUCjJmASiXLzqrCLcpWR7KElRjSWKpjpq90fyKxjIkYAqmgqFtyubdS0M0OlO0UELZFsj9/LtxLCgkkTi0SeyQx6zHTROopa463QOvwCxtVwzIIxiJxzYVbPUvfzDcs+Zl9SuzKPY6bdSFTEc676ruJCFuFqEn+sm9qhug3sK82QNoxawQSgUfMCUOPbcHGGufcQQljl1CVbrLOH3wqMn2qxCOufmraNWqlgTLiCELJhLk2/Jp/fo7iUhYw1S7JYWZUsaAxaWB3FYJszFezVUsMOEOycq5ynwRjEoAWtVP18fTivtcViqbKP/XJH2o0k6nysBvHH9rFPuB8g/iqRRW8YeWIC0Kh5AYglh5syE1XQwoMoCHb2SNLWze+f6sfWqZhkHdXSucJPrkDYFJugwgoZx7V6Jm19p91PyoEvLNTqqcICwaSt+PLuppEWHlBw/Wph87ixntrPN+9saS09wzlezvM6eD6qFZ5xYR3lmFZS/Gl9R4rOm/gzmgMmAI2aAPcKwi0MLAOgZQz8gtGIP3VzaokXSDNRapwWooaF70JY4lYuV6mSYm3C2IY0PWKTWD2TZtZiGUWkVApNIuGYISLYN2RRq9CtFH4CCsJGH1KSfF6zpTlm6t5XQZjGva8uTsQ6IROVeqjxE2TUVazxueWOY1VrKOvE8leKc4aEEhIx9CHz9NNPl9VWW22Oa2nfffed4zMffvihS/o46qij5KqrrpK77rqrKQyGa5bfDaMQJgCNmheAuDyZ/BA+hZI98ujswXepxYYJku3ipq3Ffov1uy2VdQLxx00fEZx1cvStnmpl8nsUF/t+v9tIuTNri8UgIpDYHt+dGlaGpdT4SUOIv6yiws+W5ju5DuLWiAzWHUQc81BTafwkHSyRbJ8KXd9VXEqLoMZBApa/Uog/zs3NN9/cZezSo5eyLGToPv/885HHjGQTBN7tt9/ujvM+++wje++9t2vpZhhxMQFo1LwA1ILCuGKLJXtkbeumcUh+1miw3y2TBhOUWitKmWih8XVkQJfCYuN3tWApFFun78fFqrFa1eAqi2rtFiydo9nSmkRSKiuT7qNSujT9GpFxMm85Xgidaqk7WCjmT0vMsHBss7Rwi5MBzbYg/pJaaOPy7LPPyjXXXCMPPPCA+531ffDBB87aGHYOco/bcccd5c4773RF1Lkvrr766rL22mu71ziGxx9/vKsDaBiFMAFo1ATc5JjUwsAiRxA9rydJ9kiC30mDdRQSdUGXY9rWbcXAwsYkWa74umDQvgpdHRv7V9uEIZAr3W0kSWs3X+gytlJZdP3sY61FWWrCLLqadatFgRHIPEBg/as0SRI+/NAFxqgxullFvIaRsO8QYqW0Yt9www0yePBgJ9yoz8e2H3fccbLqqquGvv+EE05w5/Pf/va3Jg/IKaec4j7TrVs31yHk/PPPlyeeeMKdv4YRhQlAo6YFIDdo6gAiTOjsoTfqPMVfFher37oNgeG75dK6kxgTLmhtZVep+Dq/QDOTNfuYyZptKpW1JI1ATtraLWjR9bNTs4h4rTnJeYmwqUT2scYNqmjiGIImfFS6HE6WbN8wEZ+m5JF2PeEnlr9ShzBce+21zgLYv39/Z8kbOHCgnHjiic4yGLy2Ca3YcsstnZu4UOH7bbfd1gnCDTfcsKTbbtQ2lX9EN4yUcIPGRcOEiqtRb9RMtOouzurG02KvGheVVEgWat2WpNZgWOyYn91cCdh+3IVMUkyYTLCIGgR5KTKK05RVSdPaLdi+DZHktwJLMzbtgKJdaCpVeob1I2Z10dqMPKiQVKAPKFpvsJzHLWupl7AezBw3kmz43jhj88VfqS1/CtY8WiIi/gDRxrX08ccfz2UFfOqpp1ycny/+OG5Dhw51Ld8Uxl9pMW9UPyYAjZpEY5aYxLgZIoryjPeDn3/+2U34WP2KtZmLAzd17Z2qWY64ibHkxcm65TOIUSYnv4duJcHiglXLzxr13XJxx1aqzNo8JnCEror4qLEV6mqhokKto9VQekZd41hH9dzWBxQWHlAYm7rBk3bsSEredf58Ec+DW/DhK2xsmkmPGEb8lauo8wYbbOBctsOGDXOZv7iDeejAoxHkjTfemMuqx76iNR2fpWf6c88958bat2/fsmy/UbuYC9ioCRB13JgB0YTo4MaO6FAxyM0vr0xfLaZMvF+pJ4JCWbfa0YKxMzkxcSEiqqF4sYoIXIdRsWNR8Wd51q0rVWZt0q4W4He1YGxJ++iWA63NWMg1HtWxIyr5JwvlLvIcLBp+4YUXuoc9BFPv3r2di7XcYRWIPraD7WLfEtO35pprynbbbSfnnnuu9OzZ071vm222ca9pT1/lySefdG5kHlA4RmeeeaYlgRhFMQFo1ATctHkq5ukdCw8iSC0XTBy4S/hbVlHBDZTJMW4x5bwJy7pFgPI3LW1TDSJCraNJ4ut0bCoq2Nd+jFYWUcF+4rjh9qtEseCwmnxYH9kexlgtx03jIrlW4iYIhHXs8OsNZtnXvvjza3aWC9ZPH9+7777buVERvTzQ4GY97LDD5igubxjNDROARk3F+2nsm5/swWsER6tg8q1nSRM2qsnKpj19GZvWM6xUrUF/mzTrGoGc1joaVTpHj10SIaCt3aol+5ixMSYEKceN7dNevlqTr5K9hrFqZ7Fw+fUG/TIsSeM9Ky3+/HOHbSCsgoLM1N979dVX5fDDD3fWQMNorpgANGoCnsxxpTHBq8XBT/bQSUetMGph8gVTITGoRXB5b16N7/OasIlBxMoWzExV61narg/V5GINZhTHFUwat4UYrpbWbnouUXYmGH+mLff0vMyzbl0xiy0PEmG9hrPA2NTFr2VY/FqKUWOrFvGn7SJXWGGFXOJ8DaOWMAFo1ARqMYpb3DmsH2yU9UxjorQOWqXFnyYyMGlHTdhBwVSqWoNh9et8EV4KtLuKL5jCLEwaX8fftOtLpdHC3FE19fwWZ4jCuIIpC35GdCnjWYOxdVo0XBe95qpB/LENiHS2l2SLcvWpNoxqwgSgURNoq6s0mb76WYRe0N2IiEBoISCqoWiq30nD7zZS7lqDefYZzkKw0C/r1o4PWLSqyWLLdiL+4hbm5lj7iRbFuqykQfsx55URHRd9ANOxaS1Fxsc5yjVYSfHHcWLbEH+FCoQbRnPGBKBRMzCh5FHmRcUglhEEBmKCCbtcrtRSxrIF3Y3a6xYXcpq6buwrxF81WNnUwoRgZ4yMhXGVIqO4FJm1abuspO1368dqVrofs1qsEaRat1NbJZbLDa77GUs220IbtVJ1PiGW8Oyzz3br4bw8/fTTXZkWn7feeksOOuggd3yUiy++WFZccUUZMWKE6wfMNcy5TYZwWFkYw8iCCUCjJmBSxI3FhMFkljXTV4UWWX4aN6ixZyoqyplJqkKLiTGvWnFBdyMWpST1+BAkuFjZH+ynarGyab9TxqCWz1K1bitnckUhF79v1eUcKXQsgrUQq6Eri9//mP2k1kF1g/s1+UrdgxmxTsJHqXoeM7bNN99cTjvtNNliiy1c1w7EHMkl/nGjAwjbQteP4LHnc5R/WW+99VxdP4ThY489VhXXoNF8MAFo1ARMZp988okTNX5h4aQFagsJrTBXqorBUmZuatJAKYVWnFqDUUKrGuIi/RImwcLcYa3b/PIypRTyGl+Xd3JFMauuCqagkGdf4BpHWJSjFmJS8Rd0+4a5wfMqDRTcBs4dziG2gfO6VNDCjZp8DzzwQNO6P/jgA1dc2r/f7L///u5c5V7DMeT3rbbaytUEpN8vwk+hLM1ll10mvXr1Ktl2G/WHdQIxagJctNz8mNhwAXIj56dv1SoWRM9Eg6jxu1YUa9vG+phQNRFBXal5oeVCSi20NNmAxa81yKSopXM0WF//nlcHlLyFVtDKFta6jTFwjmCZ04xibQGWZzkczsFSx9f5HWQ4Vmo5w4oNvvWMfcTYETmVKjcTV/zpsdPzjocfFfK4ivmcxg1meQjT7HXOB9ytpRR/QCtEagn+/e9/l/fee89tP315g5ZNxkTPXoo9085tr732cvtAM/99+Dv7wwSgkScmAI2agckCQcLCTZ1JEGGAdZBFEwQQaUExqG46bqRxgr6DbdtUDDIxZY2rU7TGX9q4sbT4PVPZHxp7xrYgkAExWu5uCHnVHdQexSyaUawhBHrsspRgUSsbgqLcLlZEBOcKi19Ym6LcWLAZDyK40jUs44i/IEEhrxZ5xqcPYUnL52hXH65/Hh4QZqWGc47i0v3793du3IEDB8qBBx7oLIP+NXXppZc2/Z+4v6233tq9p1u3bqFjq4Ysd6N5YQLQqEm4QepEziSMdU/FIBOzxhUxEdInE7Fz6qmnpnLT8R0qPNUCw8REYWq1QDIhJ5mUfAFRrp6jYbC9WK/YdoQuIpex6P4sd63BsMmbfU3MVhrrHduM4GfxYyKJbfStonFDCdSaxPewTZW0sqmQZ9sRHWwbx47zivOr1KWB8hR/YfgW+eCx0+tfy+eEiSO9zrDSEu5Rrq4erIdzY/XVV3e/07uX8dOtaNVVV3V/Yyy33HKLE4a6b9he/s8DIee9D+MIWgUNIysmAI2ax3cjYSXCKoJ4wa2C+OPmefLJJ7tJBAGX5Unat8D4cXVxBYW2LGNirLSACG4T7jcyI3Wbwlyp5UqQ8QUE+ymP9SHW/WOnbnC1ehbrURwUNeUWVUn2kx/PiphI260j6zblVerFP3Z+CANj0wQgXXR9WHy5DyCoKM1TLjbYYAM5//zzZdiwYS7zl5g+riU/i5f7w/333+8skjvttJOLAaaf70033eSsgVyLdCOh5y9JJByvHj16lG0MRn1gSSBGs+Tdd991JRaYOCjHgDtQC0mXIltUg9l10oVgbCITlcZt4Y6qdMuyJKVnSl1r0IdtYZvYtnK0dvP7+EZlFPuFsLHaVsOx05ImiItC2+TXUuQn7/PjBvMUg6UQf8XWx3Wt4yNT9pFHHpE+ffo4a9tmm23mhHG5QfRRuoVrhfPnlFNOkTXXXNPF++EW7tmzp4wcOVLOOeccZ3XnGNF6DjcwEDtI5jDj4sGLe1j37t3LPg6jeWMC0GiWHH/88c4qd9VVV7l4ImCSVzcxE5S60HSiz2uy8i0UfmYjf+NmnleZl6z4vY+TtFGLqjWYR2uzShadjsooRiSxr9gWhFY1xNepIGV/JRHJarXW4we+9SzLeVlu8RcG++SGG26Q119/3VkHOXbrrruu7LHHHrL22muXfXsMo5oxAWg0S5gYmaijxAiTlIpBhCHv82Om8hSD2odVtyVuf+JSgrBBICNMiS1KK9r8mMg0tQZ9qrG1G+cJglQLkJfS8pnGQppFkKrlU48f+z/tA1E1iD8gSYtrjYc+zvEBAwa4cio8TFBLzzCM3zEBaNQ9TFqINMQgVjrIK4BeO0QQ60MiQtz+xKWEMSJqCK6nJEZeLkCNq2PMcWoNhglS9kO1tHbjIYJt4vhjtfXFbt6Wz7iwDRw7bttY/vI8Z9TyyRi1KLpffLraxR8PdFj9EH/sm2o4hwyjmjEBaBiBSVDFIJM86ERIAHpcMchlxYRECZOwPsNBVyNxXH7GbanEoArSuOVw8nSDR1k+tRB2VH3GSqDWSIQdxy+4TUHLZ5qM4qRg8WM/8d0InFJaSBm/jo/jGCV2q0X8cc2SqESsL9tRDeeQYVQ7JgANIwJEGRMLS1AMFrKKaPkSxFbcPqzan5gJl8m0FOVXtO4g1qygIC0lfp/boOUTEYOAQPiVqi9rUpJaI/0EIERTsLB2Xm392CYeDJLEa+ZBsKWgllhiIUOc/VVJ8cfDGoXLOX9I+DDxZxjxMAFoGDFAtKgYVPdmWDwYEyWChkkS8ZemzAvrUjGYR39ivzcs4qGSdQfZFhW7iAfGyr7DGlmJWoNR/Y/TWiPDxG7WRCNNjOGzlU4gUsuuHj9+1+Lr5e7BDGwD1xvnDyWMSiX+Ro8e7TJxOabs/9NPP92VePEZNWpUU1Yvx32HHXZw7d2AZLS77rqrqf8w1zS/G0YlMQFoGAnh5q7dR5gQuIQQMUxENICnbydFp/OYDLP2J9YeqAjTaukNCwhprKS4orGY+WI3TtxZKWD9iD8m6TzahanY1eOHMEwaW6pxiNq7uhqsW+r2ZX9hIdVuJOXswQwILW3tSI29Uu0bjtvmm2/uru0tttjC1eWjRMvzzz8/xzq33HJLOeqoo1wpF4Tpzjvv7O4DFILeZ599ZO+993b3BsOoFkwAGkYGmKC52T/99NOu6DSTNDW/sP5pd5A816Ut6RB0iDkVg2HCTrNFtVRItRQuJlOTJdjazY87Y3zlzLhlfeyrUrqiC9VSROAFBUyxOMRKUCjmT8UuxzDO+LLAejhedOdZYYUVSrpvaM92zTXXyAMPPNC0Dz744ANZeeWVm6yxHKsHH3zQWf10nxxwwAFO8O26666uKwhlaBCsPFxQpqpr164l22bDiIMJQMPIyEMPPeQ6jfCkj5VAiwojwJj4SpEp6vcn9jNStT+xJgxUqp5esdZuiL9C4pjtV7FU6oxb7QaCNQtrUjkoVkuR12k1iEDOUqanFOIPS1+xYtjB8fHetOWBgvC9iD++i64Zpd431BWksDPCjQLNWDePO+64prZuYdD/99hjj5VHH320qRA0n6HP7+OPP+46hTzxxBNljcU1jCAmAA0jI2eccYabqLnBq9BC/GEZJPECkcbv/iSfdRIMy0jV8ivauQIhUU3iT92GiIck7t2ojFvEbtb9yDHCRY6Fje+rBDo+HSPjYX8xtnInfOQh/oL4LRM1frZY271i4o/PY/krx7l97bXXOgtg//79nSUPcXfiiSc6yyDbEeSee+5xNQcvvfRS18otjG233dbdL3hoNIxKUfl+RoZR4xAPFIRJjcB0FiZAxBlxbyoKfYtI1rIhfn9idWXy/bjpaECfl1hKi++KJkszaSJEsP+ylpfRtnr+fkwiJrRANyIrbCIvF/74EFiffPKJe1jg/yQfVLpweBbxB36JHL/tXqE+vmHouY1oLJf4A+JUOW8Rf4BoYzu5tnwrIGMhUYQevrfeeqt06dLF/Z2e5EOHDnUxgQr7oRpCMoz6xgSgYZQYJkBciyzc+FUMkkTCT+2egQDIIgaxjmiMEYkMfnmSoFgqVpi5FLXriBnLOmn7JUg0AYHxYcUrVGswCDGI1GgMxiFWQ/kZzhMKh4NmFJPFjQgrRevCUoq/INpxh4Uxai1MrgOOoSbJMD7fSqzFy3kdt285rdobbLCBc9kOGzbMZf7iDibekcQTnxNOOMHVIrz//vtdbKKC0CM+mM+utNJKrjMJ12rfvn3LNgbDCMNcwIZRIbj0mAgQI1gGtX2dltVIItIQk0w+xIv5k09UYWYt35HGDZe017B20iil9Sqq/EqwPAnvQ/ghOOLWaCxn+RksxlHdWfzC4Wkyiist/uImyXBN8OAyZswYefHFF2XNNdd0FjiScxBQlSgVhOi78MIL3TWkMX1s13bbbSfnnnuuO1477rij20/+A8Vuu+0mf/7zn+XJJ590bmQeiDheZ555piWBGBXHBKBhVAFqrdP+xEyGau1SERMmCvysWlyZiJ4461I3HAuTUt5uRiwkCJpKJDH45Vewtmp5EsaGcKq2kjjaCUVb86URS4zFz5jOur/LLf6CcE6++eab8s9//tMJQda/1lpruXIsm222WS5legyj3jEBaBhVhlrrVAwiZhBlvkWL33nPyJEj3aRfLKu20Lry7k9cba3dVAwikhEWSWsplqP2oLrts2SEqyDMmnFbafGncF6SCc01QFzkgAEDZNCgQc4F/Mgjj1RkmwyjOWEC0DCqGLXWqRhkUmZCZ3LEjaRZh3kImTz6E2ugfhZBkzeMi9hIxka2rwreYC3FvGvVFUPj2vKsPRiWcZsk7rOaxB/CGNc29fbUxa09ugkpMAwjGyYADaOGQDQQjE4hWSb7k046ycUSacxgnhN2MOasWH9i3K2Ih3LW04ubgYyVDCupv91RtRRLUWswSiiTCEHcXykIxn36STIcy6Cgrxbxx/qx/LF+MmktW9YwSoMJQMOoIehAQEsphMOVV17prFZYRbASaoZlIZGWFr+lGesKJiBoazcsM9VS3BaBh8jiFof4K2TBjKo1mEeZnqhaduUUylFJMioI2TfVIv6w/LH/EX+VdtEbRnPGBKBh1BD0H6W7AO5fP9uXyV1Ly2D1gVJliQZbmiEWEFtRGciVgIxq3KsIm6TFlP3yOSygyThJaw1GdR2p9L5CaKngRdCrOK5kZjQPGVj+2L+4fUuVpENtRer1MXbWdfrpp7sSLT5cS3T3QYxybmNxJ/kEOK/IAiYsg8/zXb179y7JthpGKTEBaBjNDCZ3JjCWUopBbh2UnqGEDS5ThESx/sTlQMvPYD0i5i+LYPMzprWjS9qMaXWRV7LrSNj4sEbyAMH+4nzJO6M4SdY4YPkr1bnDOMkkpmXjFltsIS+88IIr5M6DlT/Oo48+2llCaefG/qGf73333eeEOwWdd9ppJ/e3ESNGyMEHH+x6gVdLPUnDiIsJQKPqueyyy1wh3PPOO2+u1wo9qRuzJ1YVg1i1AAuPTvBpXWzcNijci2DQ1m5hMXW+GCynkChF+ZkoN2qcJBltOVdNLnJNjmGfqds374ziOLAfsfyxPYi/NNnscaF9G/X4HnjgAfc76ySsAoujinmsxxRpplcvYh1o/Ub3Eer+cX8ZMmRI04PUnnvuKbvvvrtsvfXWJdtuwygF1gnEqFp48qaC/ssvvyzbbLNN6Ht4eufmfd111zU9qffo0cNN/oY4YUYrKxYmWhWDtEBjYbL1rT1xwAqGcOD76O6hEyECCLcmi9+fmPIrCAkVg6VKsND4MdbBePNeB9+HCGIJ62Lhd+nwraxapLvSLeeKib+wYxjVSSarK1zhHOKYsT1cx6UUf0BNQY7d3//+d3nvvffc8aAnrz8WjidCnxhNhf9zjFnIcPePL+call3DqDVMABpVy9133+2aqVP9HwtgEJ7UqQ3Gkzowwa633nouRu7AAw+swBZXN0xaTH4sTLwIExY6Y7B/1fWHUIsSg9raDQq1dgv270VIIAY1wD/v/sRaNqSctQfZRywIAoQUghdLH2JPrayMnVgxYuviFOmupPgr1sM32HbPF7xp6kVy/arlHstfOWIPWecrr7wi/fv3dx08Bg4c6O4VWAZVnKtTLHgOsT94LezcqkSPZsPIiglAo2r529/+5n6S7RpGoSd1o7gYRCixMCkiXBAq2iMXy6GKNLXKsF95DZGVpLVbUEioGPStSln6IGs9vUrWHmR/UcuPhf2JUGJ/IrLY19pCrFyu8KziLwjbjOBjweKl1k/OF7+Hb9zsc1/8YfkrV+IJ205budVXX939vuGGG7rt/fjjj2XVVVd1f+Mc4jhhIef9QIY7BahxCXMNsP06Tt5nYSdGLWKPLUbNUuhJ3YgPExmTHpbWXr16yXLLLecmZAQ2LrOPPvrIWVl32GEHZylJmlXrw7HC0sJEyvoQkvwNFxrZmfzUmnVxwOqG+MOqWS2Fp9mfbD8iAcsfIhvBRDcLhAaCgcSScodfpxV/QThePBQwruWXX94tCEMeIjiGjBNhyHoKZWhjheYcKGfyxAYbbOAEK7U0tccv28kYFIT6pptuKnfccYf7nX320ksvOZGHIKTu5oMPPuhew43MmPFUGEatYRZAo2Yp9KRupIPJTy1ZiBgmddpuXXTRRdKtWzc3CbK/80gKCFqVNNsWF2qcbFvNqq10SZUgWIiw/iGy1LLlx0UyRt8VXopag6USf1HWT65FFrV+snCeaFgBPzm3EI6IP7YDy1+53eJYia+//no5//zzm6yyeBg4x0jwwC3cs2dPlyVMeRhijxkTBdexHMLFF1/sXr/11lvd75dccknq8++dd95xx54EE8MoN5YFbFQ93KARBWFZwMccc4yb0PjJBLfLLrvI7bff3nSzNrLx0EMPuSzrrbbaytU+03IouO40QzTPWL64/YmrNauWWEriKjknCyU0RNUa1C4deVqxSyn+CuFnFF944YXy+uuvO3HVr18/V0aFGNJ6Bmsw8cqUosHyzjV0wgknVLx3tlE/mAA0ak4A+k/qWFp4UsftxJP6YYcdJttuu22lN7nZQJFbrDeU11FRwi0DEci+R4ipGPSLJecpBoP9iYmpQxRWm/jD4sV+QWQlqWPn1xpkYX+mrTVYLeIvCJZ5krpee+01GTVqlPtbnz59XA299ddfX+oZLKKUwUEkc+0ccMABsvbaa1dN0pDRfDEBaBhGarh9aMIDYhARjoVOxSCTWJ4WDR4EsLAhAhE1xfoTl2sfIHDYD1i1srQvK1RrkH2aZIzVIv4QtGwHLldcnfxO4WXiSRGB9Zaxz/ijsqYpT0PcLeWsttxyy4oVUzfqAxOAhhGz6PRbb70lBx10kAvsV4gHspjD2XArweWnLekQL1ivVAzyM60YDHOvFutPXA60GwruXC2InSe+9RNhGHeM1SL+2A4sXIg/Ei3K1fu4FsQfXUSIfSV+0D9vuPdQaBqLIPcWYkctsc0oBSYADSOk6HSYALz22mudi4+uAEZhtG4clkFEG0JExWBS16ZvYYtyrwb7E+fR7STOdhGHiPhku0otOuOOsZrEH9cVDwWIv/nnn78i21GN0GLuzTffdAKQlnR0EvHDGQ455BBnUddMZMMoBSYADeM3Sx41BLEyRVkA999/f2eRYfLFksXvJEcY8cSgWgbZh1oOplghYb/lnN91pBB+JiqWuVL0J2a7yEDGKlcO8RdnjLovyUJGLFZa/CFC2T7KCpFVXs/4Vrwnn3xSbrrpJvdASSYxrei6d+8uf/nLX5qyiXnQpA4q8YBrrLFGhbfeaK5YGRjDiFF0GphgSTAhCeXDDz+Uvfbayz3B9+7du4xbWnv45V6oIeiLQUSUvq4xgypaEDlYkJg8yeqOK2Z4H9YmFlxuKpQQRnn0J/YtbIjSSois4Bg125YxMiZcrYhAhHW5s0pVHLM9HLdSiz+y1N94440mCxrH5Iorrmh6/f3333dlXPztQ3TxkEc2crHP5yn+Bg0a5M571kvZnCOOOMJ1JWH9t9xyi+srzP7i3KS2JWViTAAapcIEoGHE5NJLL236P7E5NH8nkN0EYDKIY2Mhixf3qSaQqBjkNUQiPVrJhmTyTtNqDPgcYogFoaRdSNL2J9Y+yIjTSlrYgmNkHAgurcnH/it3rUHfYss+RkiVozg3xZzpBU5dwTCoX/nwww/PEedLIXIKm8f5fNb9oeKPMkq0oSOcgZaVa621ljuHsPLxYMK9hIeKI4880glAEkHuu+8+J+6rpYe00byo/N3LMGoAhANP6GQs6qTPzb0aBEAtQxwbQpAFdyqWQYLjzzjjDDdxUngaMZFHlq8Kpaj+xCoGo2oa8hkskghJJu60ojRvwiySCF6/1iCvl7LWoJ8Qg5hn/1B0udRg8eTBAYsdpVSwOPLAwPkUxvDhw52oorg540/6+aToeUS8H1bHp59+2q2bTiL333+/bL/99s5F/te//tXtv759+zoRz//V42DizygVNnsZRgywnnDDxi2D+4bMRo3lMfIBKxyC7Mwzz3Ri7J///KcTM4gKljyzfJP2J0b8ccx5b7WKv6BFUuMsWYhv1VqDWKD8WoOIwazj0UQd3Jva/q4cUHsRaxpuXKx6//nPf1xtQQqYh42JzNrDDz+8yS2d9PNp+O9//+uSy3DlYtnbeeed3XG666673OuIPDwK++yzzxzHDmHIYhilwpJADCNm0emRI0fKOeec09QJg4kEN7CRHxT1xgLIRKyTNOIGyyALQg1KleWrCSscY+3QgUDCOokgQGRVS0mOtNm+WlybMeJe9OspJq01qN+HkMKVj+UMsVkp1Ip27733ztVeDesf1yw1CKPGWOjzSbbBtyDTAYX6fiR40FJRv5cuIDfeeKMThrh9zdJnlBsTgIZhVA0kLjA5R8Wq8bqKQcSLWg7VYpe3GERw4iLEAhjMXK6kEMyz1EvaWoMK4o+YSixo9GUuJ0OHDnWWR83GZ79QXBoLXrDV3D/+8Q83Hk34Svr5pAkftHrjPMFrMHr0aCc+EZdUD6AsDuAOJpGn3ruhGJXBXMCGYVQNxQQHrzOhsiAGcTkiBonlonyPlkNBDGYt+YKVF3GDtRFxo4Wn+RuiME4Zm1KQd50/9hMLMXt+rUGEEeJaYyPDxDX7HPGH8Cu3+AP2AVZ5RBvnxG233eYsbOyXIGTa0tIw7eeTJHxQ4uV///uf2zf77ruv7LfffnL11Ve7rF+s2/wNt+8f//jHDKM3jGyYBdAwKsCdd97pirxiVUJgnHrqqbLqqqvO8R5izsgcxLXGxEJfXss4DoesXBWDiBduayoGNcs36feRHILowa3pWyTD+hP7LelKKQbLWeSZfYCVFVcxbnH2BdZB9kuPHj1cTCECkFJIlPepFLfffru7lhDsCHUEHfuFhK1///vfbvuAayfMshf2+SxJILh8KRZPOAnJH8QO09YNCyAxpmwXGcfnn3++E9eGUSlMABpGmaHNE24oJgbi3AYMGCCnnXaavPTSS3MIDYLFSTihHARxcQSnk0XIJGwUFi6IFoQzAg23HOLFF4OFyqFgBUPk8D4EQbHSKUEXaqn6E1eyw4fWGiSTlfOQdfPAsummm8qOO+5Y1y3eONdUyD333HMufnCTTTaRXXbZxf3tsccec2IQEXjYYYe5MjnU96PjkGFUEhOAhlFmPvroIzcJkH0IuIn4P/XIVNzhfqMECmJR3aIUiaVllCWexAfxR1kSxCATNb+zP9VNHBSDiD/KgXAccGkmrZtXqv7E1dLeDRAvZMAPGzZM3nvvPbct1Gska7ue2r1pjCj1Ko855hjp0qWLy+zFskd7t3/9619N7+XBjf2z7rrruoc9tRIHE0YMo5xYDKBhlBlijDQTEEHChLHRRhvNYdlDIBKT5YsGXFnEnhnxwXWuHTNUDOImVlGIeFEx+Pbbb7uyPkzQacQfaCFmlmA8XdrM5WoSf+w71k/dOraFeEisXohB9m89oUlBvXr1cg91CECseoi7s846S1ZZZRW3nwBBqFZUP0TAxJ9RSUwAGkaFYDI44YQTnBAhVsknyjJQLSVIal0Msn99Mfjiiy+6ftB0jcjLioV4x8XP4vfuRTRp5nKx/sTVJP6IsaREEuNhWzg/eSjBKs1Sb+g1yrHE8odlHkFIYgd/J+uYhwA6fcD//d//zfVZw6gkNpsYRgUYM2aMi+9jwqDDSDAYnNgzMlsRDgrCoRKZls0R7ZdLoV1EIOIPSw5ZogTqU7YDaysiPY8oGe3di3AiAYD/4yLmPKBcCMkUxA/666om8YdIxirNdtMtw8TL79Y7rHwIPX2IQ9BT3BlLMtnA1P6L+qxhVBKzABpGmUFY7LHHHq40BEsYWFa6du3qWkaRDEKsFaJknXXWKfv2NmdwzVKaY8MNN3S9nrHaIfoQhVi8ED647EjsQKQj2LNO3sH+xKwPy6Dfn5j18DvCotLij9hJzlkVzKUUL3TkoFwLllEgY5c2bT5k8l5wwQVzFJymfAv7jUQqYu9IzOFhic4flHcpFer2JsGDGF4SujbeeGMnAqktyAMcwtkwqhFLAjGMMkOZibvvvnuuTgNYEPzSFZSBwYqAENDJ0QRgviDA6AxBDGYwSUOD/HHRIwYRY7iRS1UMGjGhYhDRBYguOkhE9ScuNWwLFlG2gfO11NtArNxVV13lrKRR0FWDhyOSonw4TrhZb731VhePx8+BAwe6bhvleJDA5cv5xDaouxfrrcZ7mtvXqDZMABqGYcRsEadikIkd8aeWwTz66fpuXyxYJAEhQLXjSbA/cTnEH9vCeilaXOp1EvKAEGchExtX80knnTRXTT7EFSESWGmJvzv66KNdOzW6atx3331O+AHHiALPWOXy6E2sAk4TejRsQ/+OlRRrJecH20wtwDw70xhG3pgL2DCaOXGKThdyqxmzY7YQeSxLL720E4Pakg6RpK+rGEzjsvVj/hA/CEosb35/Yl4HrI+6rlIIM0Qn62I9tC0rh+AkxpVySFi6EXh0zKDmIOemimv2Da8ROoE1/K233pJDDz1UHnjgAZeg4sfIIr6IWcQFm4cAZB+wjUcddZSceeaZbv9r6zd+sl0kdVEImtCNP//5z7LBBhs4yymitZzdYgwjDmYBNIxmTNyi01FuNaM4JHOoZZBEDvYrVjqN5YsjBn3xR9xblFjgfaxP3cQID18M5uGSxupI+AHfh+WvUsKFsdI7l8LKwXAJH0QiQot9QlINrliFHrskYlCSJS9YH65eQjWCHWL833E/sy/pN8xDl2FUG5YFbBjNGCxIxBwi/gDLHzGFiAgfDWDfYYcdXEkPWlgZ8cCqisuP9mgsWKEQZlieSNyhqwiWQj+jO434AxWXxIgizkgQIXYRt+SoUaNcvB7CEIGSBiyNiD/WUW7xh1CiwHRw3/gCmnFSqzH4HvYBFjheV9if7Hf+njXJw9+fxx57rBPa1I3036PiT38nsYjSMCb+jGrFBKBhNGOwnGjHkaii075bDVcaXQ1oWYUQMJJBTBoCsHv37s7qhDBEoOCeRAwS24a1kIQSIMuYLhFxxF8QdemT5cpxxm1M9imxdKyL44dVMq4YVPHHd1bC8sc+4GEFN6uGIDAuRK7CeXvNNdfIa6+91tSVhCLUZN7SZYNseYQwYDmktI8+/KQBoUdsH+ERw4cPd3/TMji4efU9wc8YRi1gLmDDqMOi08Vi+9StVo8FfkuBWqNYcAvq304//XRnGSSBIU/Bpf2JsQby/2L9ibEIY6lEQJKBW6myM7fffruLV0W08lCCIGRb/Ox4ysRQW49x8RrJFrSig1dffdW1XOM1urHgDg4mkSQFa3j//v2d6KR25+abb+7E+v777++se7puw6g1TAAaRjOHuKhDDjnEuX+ZUIOdJ3Cb0bB+3333bfrbQQcd5HoRU4PQyBeEH8eE+oNY6Ii/xNKlWb55Z45G9SfGIkyShPY/rrT4q3ZeeeUVefzxx53FkQxtwLpOpw9NBjGMWsIEoGE0Y3BfYbUoVHQaYYAL7corr3TWDNxqWDcQhTrRGfmBNZYMUayx1KjDUoVlULuOIMRUDBZqE5cG7U+M8KQYOd/fr18/l1H7pz/9aY7QAGNuENAcJ64VXMJYTYslqRhGtWIC0DCaMXGLThdyqxn58sknn7j6duedd94cxwVXMMIMMYhI88UgC/GFeSddEPOJi5O4O4pOb7LJJq7MiV8OyAiHhJubb77ZCfXDDz/c/c2sgEYtYQLQMAyjykAMkiCiYhAXI65hXwxmqc2H0Md6hWDB7fvhhx+6ZJQXX3zRJQDh/jfC8cu9/Pe//3W1CC+//PJKb5ZhJMYEoGEYuUPdQawjQJzZWWed5frI+pBxesoppzhXKELk7LPPlt69e1doi6sXxJ9aBrX2H2VP1E2cVAwSE0jMn4q/vN3M9QS9hl944QV3vpv73Kg1TAAahpErH3/8sSso/eijj7r4Nsp5YF3ipw8JJsQn7rrrrjJixAiXecz7bCKNBvGnlkGt94fLXsVgsZ7BiD8sf0C/XBN/6WHfP/HEE9KtWzeLATRqEkv3MgwjV2gdRhcErFS4MklEwQoYzDweOXKkKzwN1MyjvhrWFIrnGuFgtWNfsvDsrmJQf6oYZAn2DCYBBPHH50ot/mjnRlwp2wGUTaFPrg+uUy3ZgrAlSWn77beP/flKQ9mebbbZptKbYRipMQFoGEbuIP4GDRrkEgrInCTb1YcuGWQY8z6FZBTEohEPxB2JGyyIOiyCvhhEoKgYJH4Ql7uKv7wTSoLQWea6665zLuYwaJlHrOH111/v3P4cd7KQ6aSy0korFf28YRjZMQFoGEZJWH311V3ttGeffdZlHD/33HNNBaiDfVMVy6JMB/uStn8s7FtKlRBbiRgkfhAQhOUQf3QiQdBhsSPWEMsuWc9+QWasfsR/aswnRZ8JF1BrcbHPG4aRHbvbGoaRe3kMbdUFZJRi6dPYM53wEQp+f1xKkdBGzcguBrH64Tbt2bOnE30IQ1zzxAiWGo4jBZJx49LhhALkxHf6LenYHnX3wl133eVEKw8NcT5vGEZ2TAAahpErWJ2OPvpo1/8WiAfEsucHyuPu7dq1a1M/VXq40r+WgsRGvmKwY8eOrrdvsfZ/eUEfZNy3WOxYP0XFv/zyS1f/MAjWyquuusot1KSkZV2SzxuGkR5zARuGkSvEcVFImhZZCD+Exw033OBi1Hbbbbem4tMXX3yxnHbaaXLrrbe6z11yySXOMmTUNhSYJslnq622mkPoBVvM0RP5uOOOc++lm4Zaf+N+3jCMbFgZGMOoEazfqFELkL177LHHOuvuIoss4gQ+rlxEnsZ94vrfe++9XSIQmcB+RnKczxuGkR0TgIZR5ZBFy7LAAgvMIQKJiSKw3zCqjdtvv13uuOMOd44S70lLQix42n5w2LBhcuSRR7qwAD8TnL9tuummoZ+3JBDDyBcTgIZR5RAbt+OOO7oJkXp5xYjKsK33ziMPPfSQXHDBBXP0uaU4dbli4wzDMKoJ8ycZRpVDXbR+/fq5Pq1w5513ugxK4qSCYCFE/GkCRr10HiGeEAFI95HNN99cTj/99LneR13CI444Qh5++OGmxcSfYRj1ikXVGkYVoy7f9ddf31kAx40bJ0899ZQcfvjhLpEiCO8dM2aMnHHGGXLIIYfI2muv3ewtgnE6jwDFhSlA/cADD7haeGQqr7HGGhXZZsMwjEpjAtAwagC6PVBH78cff5Srr77a9R8NAyvXNddcI9ttt50Tf6Dij3gq/t8cE0mKdR6hBy6xZLQbo9QMbcgOPfRQJwaXXnrpim23YRhGpbAYQMOoYrg8iV0799xzXUYkAscvj6HvQdh98MEHctFFF7k4wWOOOcaJntdff91ZyJZaaimpF+g8QhFhv/NIGBQX3mCDDWT33Xcv6/YZhmFUA83PFGAYzQTi+Kil179/fzn//PNdr1SyI8HviqAWPspk0AGC8hpAR4XzzjvPJUSQXUnNNeLlgp9HQOJqbs6dR4iXvOmmm+b4HOP2M1ANwzDqCROAhlGlINLolkGdtC233NK5fX/++WfXFUHLv6hwe/fdd50FkBZa9FQFxB69VLEIUn4DwXPmmWe67+DzxAqC7xauRYdAnM4j7du3d65xFYrvvPOOK0Wy8cYbV2y7DcMwKonFABpGlULdM6x2CgkLdNNAuARropHgQMsvjQ3E/fv888+73qq4jWHfffeVXXfdVSZOnOhiCnfZZRc54YQT5PPPP5e+ffvKhhtuOEeyCAIUIVXtCSRxO48QO4mLfMqUKa4m3WWXXeYKERuFwZ1OcWasy0CP4SuuuGKO93AOnXLKKfLTTz+5Y3D22WdL79693WsjRoxwVmg6f9Dq7cILL3RhCYZhVBYTgIZRpWhJFxVgdEugFMzkyZOb3qOWO8QOok6FIVY+rF30UVWGDx/uxBJCEcHI97z66qvOUkbWMAV4saSNHDnSlZ3xi0zzXXwOa2I1CsIddtjBLUEo9aKsueaarl6gkQzOFXrzrrzyypHvoXPHTjvt5B4wEHzEVz799NNOaJOxTgwr1mniMvn9scceq8rzyDDqCXMBG0aVErS+qbuXEiZBEGe4QhGB8NFHHzkRuPXWWze9Z8CAAU7A0W+X1lpMyJSKYUI+7LDDXHzhVVdd5Yolr7XWWnOIJyxlWNX82EFjNm+//bbbr2G1FzkGiCGOA258ElRqiR9++MGV1cHit+2227o6ioQg+BBfyUODCnD2xbLLLisvvPCCc7XzIMG5BjxkkKXNw4hhGJXFBKBh1Ahh5VtUFFLfjlZx6v594okn3O+43DQhhIkblzDg0sPly0QNTMi8hkihNMoWW2zhrI0q+IgNxHXsWx8NcWV5sJ5OmzYt9HVcn1jOHn/8cVeahvdyrGoFzhvEG25gHhpWXXVVJ2j9BwHGwwOCn1CDyx3hiChefPHF5/hOfc0wjMpiAtAwmoEoJN4K6x9CpHXr1i7pg+QRBZcb7+3Tp4+rl4dlsXv37u69WA6xGCL6NG5L3b+4lgHXMp8h/tCYDUWncX0ef/zxka9jdSUOESjFg5iiW0mtwDmC+1ePPyEFPEh88sknTe+JKjTO+VboNcMwKotdhYbRDMAyg7DTLF6KG/fs2bPpdaww1A/E+nLXXXe517Un7ptvvukmZHrnMlljncGyxXu0owaWRGoKUkzZmA0JJcQVrrvuuqGv4/7FYur3Hub/tWQBHDp0qDz55JNz/I1zjNg+hXMCVzGC17cccs7xWrBlob5mGEZlsSQQw6hxcAMjLE499dQ5ysP4Vha/eDTxfZRF0XhB4tKw8Kg7mJg23L3EcilY/qxjxu/873//c3UGcY1GoWI8aAGrJesX4QTnnHOOsxxTiPy2225zSUPLLLNM03t4qKBc0YMPPig777yzvPfeezJ69GjXcYUHB7KuSTbid+IC2R8kIxmGUVlMABpGjaOCwrf4BUUGMVsqDsnWVHAZk12Me1KtMgTukyjiC8CXX37ZWQj9zOB6hmxiLFvbb799099oM0fMn8ZZUo+RfYvFS/s285kVV1xRagUsnLTM22effdw5hEXv8ssvd2MizEBL7Fx88cVy2mmnya233uo+d8kll7hzCK699lq3XyhK3q5dO7nyyivtPDKMKsBawRlGnRG0DqoQJIifOm7Uc8MiyISuUDNwo402ckKASdyYky5durgC1L67F2jJh7WMn8TOsR/JtlZrq2EYRqWoHV+EYRi54Is/xKC2ROMnmcNYcxB6yjPPPOPi1mixZuKvONttt52zogIimgSbbbbZxlkITzrpJBN/hmFUBWYBNAyjiWDWJvGAuPBwB1Mv0DAMw2gemAA0DCMU3MGU/SBm8I9//KMrNm0YhmE0D0wAGoYxF5SB0bZpBPsbhmEYzQsTgIZhRKLJIVEFfQ3DMIzaxASgYRiGYRhGnWFZwIZhGIZhGHWGCUDDMAzDMIw6wwSgYRiGYRhGnWEC0DAMwzAMo84wAWgYhmEYhlFnmAA0DMMwDMOoM0wAGoZhGIZh1BkmAA3DMAzDMOoME4CGYRiGYRh1hglAwzAMwzCMOsMEoGEYhmEYRp1hAtAwDMMwDKPOMAFoGIZhGIZRZ5gANAzDMAzDqDNMABqGYRiGYdQZJgANwzAMwzDqDBOAhmEYhmEYdYYJQMMwDMMwjDrDBKBhGIZhGEadYQLQMAzDMAyjzjABaBiGYRiGUWeYADQMwzAMw6gzTAAahmEYhmHUGSYADcMwDMMw6gwTgIZhGIZhGHWGCUDDMAzDMIw6wwSgYRiGYRhGnWEC0DAMwzAMo84wAWgYhmEYhlFnmAA0DMMwDMOoM0wAGoZhGIZh1BkmAA3DMAzDMOoME4CGYRiGYRh1hglAwzAMwzCMOsMEoGEYhmEYRp1hAtAwDMMwDKPOMAFoGIZhGIZRZ5gANAzDMAzDqDNMABqGYRiGYdQZJgANwzAMwzDqDBOAhmEYhmEYdYYJQMMwDMMwjDrDBKBhGIZhGEadYQLQMAzDMAyjzjABaBiGYRiGUWeYADQMwzAMw6gzTAAahmEYhmHUGSYADcMwDMMw6gwTgIZhGIZhGFJf/D/arpR2yi7sRgAAAABJRU5ErkJggg==", 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