{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "# PSII Tutorial \n", "\n", "PSII images (3 in a set; F0, Fmin, and Fmax) are captured directly following a saturating fluorescence pulse \n", "(red light; 630 nm). These three PSII images can be used to calculate Fv/Fm (efficiency of photosystem II) \n", "for each pixel of the plant. Unfortunately, our PSII imaging cabinet has a design flaw when capturing images \n", "of plants with vertical architecture. You can read more about how we validated this flaw using our PSII \n", "analysis workflows in the [PlantCV Paper](http://dx.doi.org/10.1016/j.molp.2015.06.005).\n", "\n", "To run a PSII workflow over a single PSII image set (3 images) there are 4 required inputs:\n", "\n", "1. **Image 1:** F0 (a.k.a Fdark/null) image.\n", "2. **Image 2:** Fmin image.\n", "3. **Image 3:** Fmax image. \n", "5. **Output directory:** If debug mode is set to 'print' output images from each step are produced." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Import libraries \n", "from plantcv import plantcv as pcv\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "class options:\n", " def __init__(self):\n", " self.image = \"./img/PSII_PSD_supopt_temp_btx623_22_rep1.DAT\"\n", " self.debug = \"plot\"\n", " self.writeimg= False \n", " self.result = \"psII_tutorial_results.json\"\n", " self.outdir = \".\" # Store the output to the current directory\n", "\n", "# Get options\n", "args = options()\n", "\n", "# Set debug to the global parameter \n", "pcv.params.debug = args.debug\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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mZ6dhzL070zLDUQ18/FjHOKCdhrZdngIobA/ImkpE3w+5WCzGcpJJCfPveTN39AFJo22DH+NrFm3wmwMBdGbgQyYuo87ZOzbh8SJTVz1oG5kSoLq8x6Yfg7dJHT/b29uTOdlOOivlM2deBlFkOHedS84OiknGtWls22O2TryUArDbj7kGQsL//Oba09PTiX9Q8XGFI8lo/52F246NT/apDqKWR+vD7WIPDrzIGL3aRuz39rGTk5OcnJxMyLeJpwOxdcEmH9qmPeOZK1XepW05mYxx3cMclzpoGkSTtUJ6N2kbjFmsjcdA00HUAWKOkTqbtBL8XbIGYHaMYkwbGxvZ3d2dGAeHb3Hw3FySMttmXD1G5g9ANGPm+15TuleA2tjYGNdTnblgrD0W7yhmzmbunO+1XANxO+/9wACQt2MzFj4zSegskP771iIc1lmrM1HKhbbN3thisDo5ORkDDuvTXuM2uWAsTWoAKtuFgdBgAVhZtw6cybo86nn12iiZo8kI8u/sx3OyvfpvBzTr1AHn+Ph41Jl9uKs/6N124bHa3jwmgyhyxE6QqSs82JmxwsTDPtRZl7HJxK1tGTkfHx+PdupKUG+48lKU/dtZuMkEffUtcdaLM0Hrw3Pp4OWfJqzGZo/dZK6Dd9spcneiZJsyXhtjLV/m4fE9zHGpg2aSkYVZwC5N4sAwdTMNDNIlAyvTbIf2MJxeUHd5zusX9DGXNTaYNSB7Pp3Rwsq6xk/paW9vb9bwDE4ea5co7LT8b+Oy47AOZCbuObk/O6yrAJ29ALKWrQMmfXVZuzOt3d3dyVx3d3ezu7s7zo3zXbKaW99w5mXy0kELEHfm7xKUWbDXCSEg9ONs26SFc52x95ob8vUc3abH4vUzMjo+9xxta7TN+QSKOSJgsGVc2JN3aZrIGFwdbD127yA3AexA1Us39ifs1oHXoGw5Mr9kDcKQXJM1E0g2JHUAc0B3FaoJoe0aIjBX4XIVC9wxMeV8n9OJgoO95+pEgL8hFyYu9GF/YQwmdK6mtWx7mct+aD8H40wQHDAtQ5Nm1qo7859LNO53XOqgifA6GJqpYJRzhu0yjpmSherSEkIlYDorZR0HILEzMy47u52H9gH53rjUjmmgN0B4PJQ9DNx2NDN62gHsaQNjdNZjdsjhMjTywcEAFh+tK452WoKqGXyyBoLeJdlslgcz2BbQldk6hwHCa0e02wHExMVZK+Pq23aYOwHT4ATAu8RlMLMNGQjOzs5GEPdauudhGTPmti3KiO0v2IKBj41zXldrUpNk3AHcfXUGYLLqoOdAZtJmYue5QQxM6Hy/nskXevVu4ZaX5+9gz3m+D5GxdDbEZ+AB+rTtmni7X2wWGSFH2jDZpHLlDMyByTrv+dj/2g8pFXOuqxfIvNtCB8ZMH8Y7kzPk43Vm41UTPXQ7l0RAyByEjQUel33zYY5LHTTNWLhfEgNsJXC4FGQmbwBDiDiVSz9es+wshUBsg8Wx6Pvs7Cw7OzsXggJtsPGGsRlw3Y/n7uBncDPYYPgGFQKp58L424ltaIA75SKXXDo7J3uCGZoNNznwrlsOByoH22Rdnrd8cXbL3fYyFwSteyoSJk7IzxupqGA0KHcgtO6cvdiZDQjM0TYyl+34ehi0AREZkun3bSXOvNofCBqWE30BRHO3bTRIoyvby3K5HHdSNukxqQX0PA/7hIOJyZxlCQmyPbm6Yfk7I+dzE1/WFJkTgM+GHVePbNNuk3Mc+LCZ8/PzHB0dTTDLtmZ5Ojjy401FjJ/NY84OPVfrpO3UurDcTUwYv7N1+rId9u57/In2PS/3xxwYkyt8thnbpb9LMiF06IKAbft/2ICZXPL7NDEKhInxuGThoNJlCDNCC9+MtxXFYTBxsCXbnCsDJBl3zXG+A7JBswMB80umTmAgJbvx5hODoY0kWa+rEGRoj/4ddO1UzoiQs2XCHCEwXpA34NlwGcfm5ua4w9BAwXgA2i7HGHT536VG5Edb6BmS4lKtgRMbYb1xZ2cnJycnY9B0doZ8aA8SwngMLrRpALXebQc4OjI38PHbpX7Li+Dk9UJXJGwvjG+xWIw6cEZA4DXJ8fyYQz+RhX67tNjrpLZTr9273M08bf8tu52dnfEeZWed+ILH2v7gzLh1apv1WBwgG4xNJAzyznTaP+xrrc+uVDTJtC5MGij/Q0iQhXWC72Hjrhz5b/ThTB07RjcmK52UeHOUs1fGAR4xJrfTZMRkp0mSS9p8vlwuR/tExjwRTbK8uXqt3qdpQZEFGMyS9WPukmn6zbqLA56zN4O5AShZGzNB2pmi+3Z7ZlgOOPzdwGhnbOBxGx1we+20M0Q7rA2fkkZnYTiCx9bb6A0GJi9ux+sTXuulHRy7ma9112U5St3DMEwyMzvW5ubm+F0DlrfP254s05aDdeysyqWoJmN8biBq+3D/1l2fRzBBTr3r2voxqTEbZz7OumjTa/+dfZnUAY5eAuB8iAhBGKLTOnTAZOzOjAkkJrHtF66UME5nXV6W4Hyvv6NLkxeTbuYMEbb+/HjCzmZc4fL6tvGkiTd+40DWhMPLAV1VwN691OTxeIz89r3tEAZuxeIc2zHVPB7egvy8KdGlemOlbc++RNWpg1yvQRqPu333ic4Yq30QP7TOurr3oONSB00m28yOo9eN/ISV3nVmQ8OBvSbBYQd3dmLgNPM3UJihA1IuS7i0TJuMt5m1nWG1WmV3d3dSAvGWfwcK/jbw0i5ggyxcVrFh+XOuZbzJOoNxlmk2naw35XgzSG9QMsA4a8VBWUc2UDuz4HMADMBkjOgOUCQQcwAqOLOBhTZcHrONYJe0Y71aVsgRIPfnnVE4wAMq1mm3PVcytaysP5M+92ey48BlH/HB3JGjM2L7AJ91qc+BBeCzL7R+TW6QA9m1s1S+Z/wuIToA7ezsjCVBE+neN4G+/WaVzpbQQQdIkxewCDmwp8HzPD09nayX2t4IlPTpBzMgtx6f1w2dPFhP2Ba/TX7dZmf5SSZlYe9vsP/TlitH3sXeQa+JsEusxmATK4/RhMgYarv3HO53XOryrAEmubh12EI1EHBYmfw/V6rlJmoHAc7nbz8PlKzJ7NDK8TtAl8vluGGCPpJp9oWx4cg2chuIQcwA4rEz7n6IN0bEmCTrMQg6K0U2fQO85UL5zSUrvnefJgdca5DqdSlktrGxkcPDw0nfbsf24YyKOTGHBkWDnBkxOvV4GKuBDjvrbJlrk0xK6ATHznQtI2zEtmU7928flFDN0G3DZv5eXzMpbNA3QW0fYyOUg4WDFXKAAJyeno6PnfSjA50h004/0H13d3cMKGzu4lxvbGKs6M3lSfzMMsRPDK5zMvLSDT7t4Mxc3b6xwGSsMygT2Ja17dw+hMxMZOiHMdv/dnZ2cnR0NCEDLrkjj05KPNYev9ep/bnH4szRuMabljqj9/hox3bcOO7sEt2ZDHtDkO1FFYqbq9dqeRbhd+kiufiEFARrQHOA4hzveDw/P7/wODMzsrmM0M6QZGStNqrV6s6T+H2vJmPBCfnOQNjlGBu0sxoOz91ZiJmpSz2AJG0jTzs6n5+enub4+PgCcNupAUYHKzuKCUqzaY/X4OR1k6OjownQIA+yWOQFMDM+Z79eP23SROZpu2FuzU779gx/3+BN235PZG8Y81Nr6LcfnI7Nc9gODFwmkgQf7wBnh7OzIwKgQdhgjO856GDfzgycAfdnEDDGYfLh2xoYq31xGIaReEImepewAz+3pXXWYjzw+hl27xvpbT+c47IyuvauTs4zqTWhRTeM32StfQodIwNjTzItO7pf27wJqytCjIOya48XP4RguizvZIIliM7g3K8rcrTXa6zglKtnPowzDsQmR67k0YcJgJcA7GcPOi510HS63YzYhpZkcl+XWXoyDT4GIQdIFGEH4HMAulkpyuJw6cTZoscLEDiIYfR2KAyKNrgNoBXPuWZnzM1Zgh8gbiKSrNdCO3DYsDnHWb8fhuBt6IyL881AkaMZKwDu7JH5UApyNsjmFp7igsPhHHZExuF7vwCwYRjGm8r39/dHGwGcnEklF9chXQL2515zY74ueTmTBIB8a4krEHMkcbFYTNanXQ5kXCYH9gffb7qxcWed288NdbbZmY+rKw2MHF7GMOjiH8Owvv8TXfY8GDtysSx7OaXB3BmfyZn1gr2ZyDkDMgH02D3XDm4GZ8+D/iw7dtjv7u5eeMawgyz25KA4F7CNAw5EJkXWhwMeMjSpx79MAOyX7gu9mSg4E8SW2XvAgbxMJI3Rjd/u37jhBInz+MwZqAP7g45LXZ4F7Fwyg3k2ULhMwNEOnUzf3mCwTTK59xHWgrLMkhtMGIOfN+lz7DDN9gECWC/zcjmxGSnXeqy0ZadnTMfHx5OxO0tx9t7lMme8nM/1zhq9WQI5OUhSGnGZ2vqg7S5NubzlgOxAPXdrEU7E7TAmC1zXVQo7usuzZvIQl8PDw/E7gwM6cKBlLLYJ2kZGHNvb25Ms2fJ2ULZcXE60bXCdwd7+4XZsc7Zp5ugx2n6Zg0mPg63tlDHYNm1vtrMuvc6Rg2R6U72XI9we5I5gze5RdNql8PZV2vOGJZNe3+LkqkmX12mL66wz2w//m2zN+bWJg+3V/bdtmkC13G273nHtDNBzsHw5Wu+uPswRRbB9jqD5Wux1DguYP/ZkzMVOLcO74725uk959uK9FJfocPbDhM1cbJhWBkyo7zUzcJkFObuwEjlsZLTf60EdoJ1dYsh2VPcFYDnztPO67w4yLkmY9fbaAedQyrTD2EEc9BukDEwu63nzCvM12MKsWTve3NycbOwx2zRwAniMhQBpUsN1/HZJjeoDG4oMOpwP2Ll050cHupzEXDrb9G5hZ/SuRJhAIIsmEHMv9bUtMVYDHGza95j2jlQO26x9oO2vdWL74cCOkZeBDj26bGbCgy05ELBWyrKA++JwO9gCczA+OIMZhmFsFxKFTe3u7o42SbBwYLAcsGnbo8mYSQPzb2yy7IwvXamwz9GuAwxt4OeMi8MEqeXowO7bdrBTLx/1nLBJk0vv7DZeO2AbB50h+38+82ZOJwQmFIwZ2fc1Tg6aQD1MEnmpg2azKwTtmjbsfHt7e1z0RnkuXSAwjMOBt8GfAzAyGNtoOwtOpvdcuXRBFunSA0BtQ3OgvFfW1xmVGZg3adhADcIGGcZnkDPBcPaBnNmUYcfgHBMONoAkU5DzE3UsXwMHAd6EB12b/CBTANVgZ12bzfo75sj6o8uhZsdc47KZgZ/vLTvmxropbfXGHTP0OYK2Wt0pz/eak3VjMmgAISBZXgRI34NJO53FNolyGd1yRJbJ9EEFDhyQWZMzbAO5MQYIJuPa3d0d75+1/WFDALA3fFgXe3t74xo5B+t77s/Bzr5rmbpU2NUaB0P+d8WA39icMyQTN7dl/3fJ129yMUnuQMF5yMWPfewd2ufn68c5Gi+MdSbDvRkQDDXZMs54vPiVCTZj6+zaWAY2WF8maswB2/EYLN97HZd6TRMh2Ej57ewNIPGTNXACvj85ORmVi7P3ul6yZkNz5TUUT/s4HYGXpxa5JOJyhefVJSDmZSO3U3IO2YgZKU7rnWqs2XSGBYC4TA3r7vUlZx9cTxbGJhq37QDK4eyZ374XkbaYNzKhb2fPXGubmCMTnSVjC3ZQ1m6wGb5nbPfKsLwGZuaN/TWQmYiZBTuo+ZwmIQYF6xp7AUA8b9tI68BZjvXGXH0vp4OPiSv/c38sczOhcHB1JuU3ZLCmSZsEMNss15p82R7t08jdwZ+5k2UybweqOR/0+qTl5VtQnCXbxjgXmRo/sPO2X8/Vu2FtQybbyJslJQcd4wF9I/flcv1wePowmWu7QBb07eoFnxuHXOkyMfJGOOMrNgf+QCiYAzaNXr35h/Ega9tgy9hk6EHHayLT7LKAnR/B8lkvTlcte1JG6919KIB+zUSTKaDNZU0bGxtjycMZEo6CYQ7DMBo3DufskHPcrw3RGzd8K4sDMYZmgObv27dvT0q0wzCMLNzGZeM0oNG2sxDLj9IP87aDMAcDDkbvIGGQdjAzqCID5o3zs1u0WTtj9UP+DZKeP2DigI0c0PvR0dFoR8zPAYI5UmVwsGAc3OzPRiQAzeUx2LzBi8+Zi989yff8bpJF9mQ5Owg4OCaZjN/nNHt3puyHjlgOLRv8kwfve93LPmTS5THabwzezna7T+TvgG/yg23wJBn7PrKzvdj2sR1A36TLgaRJwdnZ2eTpVc7KGKvX4vEl8KeXq/Bp69Fka05+yKLH3IHRQdaf2dZN9p0x0qYzSWTG3xzGMNpCt+7DeHAvORsnHnRc6kzTAYv/MSaMFYVub2+P286tBNfoCTa+BcBB1WzKDMZBt3+bZVI+wok4pzOdvb29yfg9PwyboNSlu42NjUk5yobBQfbG3L27lv+RoR2RMRqcvSWfufYDnttZ+d9PivF4mYdJC/OiXeRh4PD1lif/c5Dx04+ziSZYtOsMiHl0Wc3XQ468nteB3IG3A7AJD47vMftzwBGbMQlhrvYT3vJiIKQNrqN9A5KrL8zBa+A8GAB5klnP+azJ4PHx8RjUad/lxsViMVaCTHQM1oypbcCEENn6lgnGYLvqdbgmiszJLwRgPOAHOsJumIfJqW3AJUNjE3LHTp3Ju62WgatwJkXM0dhokmr5eumBth1MsS/3bVxkN7qXRpyEmFiABb7emMWac9sjY3ZWi18gU3bROz70bmeTqAcdl3r3LIIwi+K5ggbMxWK9LuVyhxmIb5z2GhaK8PM0zZLuxa7Nkl0GMFg52Hoh30bjQAiT4v/OgBg3BuMSpDOR3nnr4NTrJnZaz9EM1E/ZccmWtlwypV+XemjXwZBx+U0ZyIm/7USc7wxka2srh4eHF8qdfZM81/o8DoI3h8uhDvouF1vPLnfaztrvnIE6I+M7AxiASp8u8fs6M2106+qCx2kQ9fXOlpD14eHhxMb7sDxN2uyrtlN0zljZCEWgt11gOwQUxslh/ZH1uQ1s09fZrm1/Xt6xvp3dMH7LyLjS5W7a53tnRJBqX2MbtO3Rf7IO8pa3+7PsPD/jTcvS/3NuL8UwRm/c83Utawdmk1yTCPwW/+wnQjEO2vPYTIBMAJwUcB227Z3YktPN1Wv14QZmx9xv0xlcMnU2Z3rOqLy4baFipH7WojdZmMkR0Jr9m00ZmHpdhaCIMZIxer0FxmWHM5P0jd52eLIL2KrXRV2O8nqXM0/kaJDrzAxgQR9upzN/6w6dOfMHWOfWvrwDtYM5GTQsmHN6ji4BnZ6ejuXwtisTJPomS3GJzOc4i2jw5Ab9ZO3YZBEurSFjBw4HOAdrAxljtkywJ2fzzkwBZRi5n23sx5wtl8uRhCArxtaZmeWDXh38aY/zeHzc+fn6gSLMjYyB+TpDbh9vguG1R5f+kYXHiU4c3LB/Z8zO5m2DBmQTFXTbeqYPkzB/Z/t0hmZCZrxr33RbkN+2FQdnj9vzdwnY5If27aP9cAtjBvK2nxg7nOkjC2fXJjZzpGbuoP/2A/sW7XVV5F7HpQ6aOBMlHhuA2XOyLkG5zNZMOrn4kGM7EUaBQRBgvEEFBzg+Pp4EWspkXkvFmX0d/TbwGbz98t9mm21YzAk58TBmZxzMrUs5Bh+PzXKib+ZPe9z7yecEf5zMIGXWiR7JUM1E+d5lSpctrRevZTRIe00jmZICgoSfyen2eYIQn6NDM1yvSXZJ10QBHbOphs+xR8vAY3BZyrJBjiYYAI83j7gUiI+wJJGsH3I+F5Rok8qHx8jB/8xptVqNRM/ZDzbMeh1EaWNjY9xEZMD2AwpcwTDZIEA7aHQgc4ByVt3ExL7LxjnONX640uWHnTN/VzW8K9tEy+NEXw5UBE/bicvV1peJtEmdyY11YfsBA+71sAZk7vI639lvjI/WtZe9aNf4Sp/000svJidUWnZ3dyd256TIy1kmbPym/fbV+x2XOmjaeDH0JBPl25A6CJrZ8L0zI2diGJ8Vk6wzPwDVDKsBzfcW2qhdRnA2mKy3+SfrLfBe23Ngc+DzXOyYZsUO2HMP8TYbZi6sU5mdO2g48JrImCx43svlnZKlb89wsJsLrgQcA9Byucze3t7kf4+vHcjtGVCRMQQJmXrd0+VabAD9JZlkqc6yTIj89g236Tla7i1v33fndjqooQfWI9FDB1H07PVeZ2vM0zqhTMoavAOvCaGXENhVjc8h6w58gB468VwtP9udbYX50H6TPIiH5WgS5SzL39mesEHfz+hqS9uu/Ylr8UP7pkkU/tNydOZKu1xv3LGNGvccQB0QG7ecKfM313ldGDJvOXc5t9cVmRN4guyMy+igkwzGyroyMmryZj/2ZsHGN+/NeNBxqYOmwYLDQcSMBifzlmQzpQ60NiyDtAEMsCeD8OYaB3CPjcPAmEwDE2yN8/jttVGXOv2d58p8uQZDYfeomSqZgd8Fmkw3RXDQJoGoSzouh3qsnI8Bw8DZ5GH21/NFlgZaZI0eqSL04/Nc5qNtywRHAtDbnvhxWZa+kZllQ0bk24ssZ4/V5UPL2ZURXnTssRKo2v7tA+7TYGIi5kDL35YBcmufse0BOHP6IvvoLNcZNfrEdl2yw468bAHIdbZuAkiJz3JFfyZ96AJZMOauUiTTh3PYRq0b/IoMyPLt4I0/0L7lbL0yBsbs20iYfycODobMiTY6eXD7ThCavNEGftKVA5aRCFSdJTrrtG2xixeyYAxtsm1CQZvYn/26kxr069hgn8D2Hua41EETIHbg4TcKcza1WEzfBI4DJeuyUweLznZoCwOa69dZohet3T6G6sDtJ82YeRpYXV60wdIORsVYCKB2rH7Q+mKxGA2Gx4g1GDAfEwcbnhmysxNn0pYXRMMZlOdo+TShMUHotdEkY4nMDyRAll7bdTmTYGfwZZwejxmz+yDL8vltJ8yRvvf29kYA9ryaoDkgeZcg/Ttzd1CAWMwROcrM9iUDJeDIfFwx4DV0tk/m4lesmVgaoOjHVRivNaIXj9cZsYko7XVATNa7W51tMDf33bbsZRi+h2h2Zuxd96vVavIsU7J7rmGOPt8BrMmPZWS/oX982xUO2ukAj85owzpwX+jdgR0ZMD6Xhr1Oiu12sHUf4ATjc+DjM5fyacvrjQ7M4IX3JHg+JjYmLVTM/GjKlv+9jksdNJPpPVTOeDAsjI7SkstAvvcJJ+U3xjLXT5c+ELazm2S65uF2fNO/y2SAtcdC5ukMDqU3MLsvBzyzTObUwdTXuGS1sbExyaiZgx2MMfXaWTNMO6p/TFBs6GbC3mzgdT7aTdYBxaQB/dgWfE3r0euB6MfXMfcmR86QzXRdCuryjxkz61UAqu3FsiEzAnhcregMhTE5yzeBNEEzsDFHNuQ4E2qghMnzijbk6nKXs3syQOxpLtPquUMADJLYgsvcJycn45KAfcylWJca8XOTDs7r9cKuDJjQ2MYZl+3fpAD59SZAPu8AnmRcs3Mg4Rpn7Ny2wzi8pACRdJbl/02YIH/chwr58NyQjTeK9Xz4m/GYYPfdAM4UjSXMzf7rNXOIIbJjicZtmQB34PdTr7xJ737HpX64gYNLGxqOkayZqIHX2+8NFA5wVh5KcSCl32RdP/cY+BtWaHZrI23wIjAk01tRyCzseBgTjIn2mDdtGlAd+B0UnHURMDY2NiYPIjAbx9DMvplvcvGBzRsbG2MJx0CCPJy9JNOXhns33Vz7tOd1Fpe0qDLg/IAWctvZ2RmzL8tktVplb2/vwiYQM+Rm95a5ZWtddymTOfh+MRMEZ1u2wQZ92jFhQqZzN32jV+y5S+PMwUSGcRrwrH/OBWzxKUDcZIHPsWmu90+TOg7sB9/xrnbvwMROLH/7FNe3j9rPudaB0+0iK5Mp24xBnPGBLcjSbbqSRKZFJQpb9rNy6b99zpUa929yji07a6Uv26av9dz9IBjrhB8HVhMJ5gfWWN7grWXvsi7+7nadMZoYeazGzMZ1J133Oy590EzWG3mcqfE/CvXmGYMr12PsBkszL4KsWSYKMjgm6915rD1gTA7iHj9Bz3Phe7efZFJWMzNtGRDIOFyagKEm0+fpEsyQS2e+DgRmgC5fGmzN4uyYfAaTBWCTTAAA3ZkhWo49T+/omwMQZ9DMl8/8gHiTK4/bAQ7iZabOuGnH+rPzA0jsEG0W7myY67x27jVC5Id8bMOMB924dAhAesMJc0TGtk+v+yWZrGmZSFmGzgjRj7Mw2nPmRcAloNM+ttAE1Fkz35HJuDTKYT3aVpwhQZIczBz0uEXJ9t8BnLnxv0uEAPRqtZq8BNqkwUDuLNXkenNzcxLcOI/5mtD0prmumjXhd6nXQcjyNo4yJuvVWT7jMFbiZ+jThMXB1kSyM0fGCoZgW+C15WoZoUdXJK27+x2XvjxrZfgeoWS9TsOTSlx6s0PakZp9JdPdoXPMHIPxbz931m34nCQjcFJacqkKxboE178dgM3CnW05kJqBdXZkxwE8u8yKDJM12WAts8sx6MTXeG2SccOY2xksJxwHRzS58Hl+KAXOQrnNWVcHVWTF0SDZN8kDGrRve3FG47Esl8vJcsDR0dFkLAYN25t3paJPEwMDi+fUdu6StDfjYJu2Vc8bgsBh4DIY+9V5fO8KjwOI17OdBVqXHrPlwW7Vra2tcZOU7dx6xkf9vcuBfnwlQQBS4qqFdUEQ4tGSJigOwviX5WFb6HIptmCb6UzQ9u5lDbdB2wRkZ+tNwo1J3tx2dnY2VpG84Q77sN04EFlW9iPs1IENvKaCYn1xLvbX7Zmsnp2dja/jc8C0HTUGGkuSTJKoBx2XOmi2EXlLPEweQOFwCm4jMADYmDuomCnjXLTvgIBRGZBwVJwJx/N46d9sy9kb1+KU7NpNLm4EsKHgYMn01gGcAvBgTvv7+2N/Xg/2je9Jxsem+UEOXtvs0pTnTpswTebFuQYKdMeYyCjsPMzNDNnrLc4oCF7Itzc8WD4GPwCJIOzS0e7u7sSG+O37c83KHZj4jvKRCYdLftiZ7SBZb0TyukyX7Ri/N5aZrVtnzgatb0DKlRbP0fcSmsRZLg4Y9hm3ZxIIuJkwMD/IqX0MW/B6p+3PY7N+8VX7LiVe/7SPzhEa5jtHeJ2tOxtEP+CBN3n58G0fbs9PPHOAwNY9drCGR4ti6yYMzopNcviMcVsubouxOyDt7u6Ot6a4cmWS441svYyBDJEDdkvy0Zm+ybZJCX7RhPFhjksdNDsQ2fkoYxlUDVwozmVXr5cl01sczKQMQhw4tgO526Mvj9V/G6gcQAz6ngvXuybvHYjePAQYMydn3Dh4r/U5I2LcfX+TnbwPP32py5heW+gSarIOCsgFWXC9v+uSSlcK7LAu2SR3SrL8GNSdgdCmx87cO7s/ODiYrWY4y26m3+t8zoZcZZirUsDa3b6rCOiM79wGdgL5Y35dIrOtO+B3Nm27d7Zj/zEpoe9+XBo6MiibMDgYIC9XKZAp5Tr6teytQ+TukjCkzhtFHGQ9X99D2qDdGWQDNpuWmDP6oy/LhDEagxgvv1er9RuQLLe5tWhXxNjt7MNLA41Rrm6Z0NMO9uMqwWq1fuUYsrEvGt/s17ZD2sIO3T6kqn3ORKwzZOTMy+MfNnBe6qBpdpmsDdo1/AZ0hI2xAxgGWpeKHBgakPnbSnDm1gvjDvJWvgHOgGYjaGBoozOouZw2x4w5xwZl56M9wNyL/YyTWwusi+Vy+rZ1b8pospBMXyPke+qcrZu1wsy7jNL/O5sgk23SY4aPvJytOiA1cJkJoy/aAGhtK4wPIPaczKhte77eZA/dE9jRC3IwsWhi4jKpqyHoDNtFdq0DgpGzUubeGbT90buabZPoydUF2ymHd36SgTEG7M6ZdAO27dpVFgcWr3t5tyjyt511pu37grEpBz+DswmhM3MIhKs6Dp59206yfvB+Z2SWu3XIWBxgONe26cQBW/c1JnL9oP2WFWNCD+AJY7E9Gku9JGZ8x2bdB+NB/9i5x0l/ziqZk5OQhzkuddD0LrZhGEa21GzegdJCd8By2dWHgQSlm7En67JoM3gyKsaKAfO5wQXDon8AGDAlI/C8/fqw3lyEDHZ2dsagYXbKHLwuYuDzukuScX0Dp6YMSHv9ImXkbx3MgaSDqZ2WMTgrYMyAC/pw2/ztgOysromRbYVA5EDpbHOxuLOlnc+b6cOkXbKyPbgdgprLeHboLoOabBnMsV2XL12+Wy7XJXWCnsuHHeiwTRObxWIxZuT2JWc3jAfdOuOhbebHOGxz6Kd9kHETIABK3wJi8ukMw35n+bPu7dsemId9xWTZT7txtkzgQD4NyPY5Aox9mv47w0c3Ozs7k4Bpe6B92rSPtI1yXj97u6+HlJiAmAQ62zXhZA7gBPPzPE2wfAubAzW/jT8mR/g/h8e9sbEx2aBF8oKevESFHL3U5STgfselfsvJ3t7euCkgma4ZWBEOGDZYBy07mzNCf25mY4Plu94p5swrWQN/b62nLZgohkc7yXqnp0GZPp0NNFmYywIMiC0rDoOGD2dXdlC3xdy8CaSzWL7r7ejOzpkPma77TaYZS7N6nAZm7YwCmfRaFOfYyV2+a2JhkDKgcj79dXBoeWJzBhvLwazb9upshXGTebpSQPsGVuTqrNcZkOXgUqKJkXexWraMER1sbm6OD3p3towdQMDud+tCr+vSL+Pht+3eeGBZetnDfuynEbnszXe8hcRE0wEVGTjD5xo/p5j5OCO2XBi7NwL5nGT6vOTj4+Px1inbt+fPBicwBf34Nqxut8knczW5sy49L9uox295gx3YlrHQONXtWkY9H8vYPmNMZJ7YjUn73fNurl6rbznB6efKVl3Pd0bjHZbJ+j4xg6F/DIou0zUrdAbB+WRLNgpnMx5/sr4p3AGYkp83NhjYGrgNvGQaXi/lfD89pUtizmR5mkgHCTNyl4fom2eeOgvhPBOYOVl3kDBZ4IDhtgyYjx0X5/dmF+vNjmpn8ni7HORyNQdz6neaWl7+LFmX+wgitiOcGxl3Rm2QHIbhwqaPngeBz35BRuPMwwSviQM+5iUEl+58EBh6Uw6Hg1k/0N+y8noU4/Z9mPZxZzSM27bHeG0PwzBMniHL2JP1G3uQr+2T+TnImxibnJAxulplP0ZvXG+/YNwcBDo/4AOf9vj424+4A59sN/i5NwaZfHUJmM+wGzCU8+xPrnwYQ0x45rJSNvc4gWnctO+67R4nWEbbVCXvRZLud1zqoOm0HOUgfITgR6yxPb0zPQMYQnTQ4e8uBzZTRfiACet+DsrNtjwPZ7B2VEpGlHf8IAMcv4O7Ac3lNsAL42YOzJNsF1lsbW1NngzjH2ePyMXZXQeduVJZMmW1HJSlkA8AYUBsxmsC4jF6azu/vY5BMEBP3knsLM6s26QM2bGDFZ25EuHMB8Dom+8hAVzjTMGBLrl4H50DhO2M65GFM39XCLzxaxjWO6a9zs6YGpAJCNiVS2WQNvsk4+eHceMrHdAJIrSFzJr0cTgwtT/zGE36sz7wce9IpyLR9mzgRpYmjw6WtnWuafLYpMz+7CoO7Tqr9ka9tqc5vZENU6minSQTsuflL/Tsdk3I7Rcen2XPNZ3E2NYpw+PD/O52vTZtsm9/BFeNbxxgmitHTfjudVzq8qyZMTvNzCYN1AQQ2JNBzKVPbwjpcggOdXh4OAYulwoc+JJMHNDsuRfczZQNrGauAFkHSDtaH63b7sPMDwD3PHZ3d8c5+vYFt+vAwG+M1EEZOTdh8Bw4h/7MVp1RIEMTms40nXHQj7/ruSYZt+FjJ5QJXZIyINnRnAlvb29Pbv3AednQ4edsuvSMHTbQesy2Cc+TsWCXjJ0gYfA1CCJLA3OXNhkH8+Pc3uTGLV5cx99NcpxBch4+ObdG3RmJbcFPmDK4YlMuT6MHl5HbjpEV/fBGlvZdl8HtR01g5paPmIcfntB9O9Nr/wVjsCVk5yyL8419lnGT7PYXl4+9CdDVE88X8m79ew5tO5aTccBEAxKKXu2rXXkyUcQOvczjRKCJltd97+LczdVruTzLb5ijhYrwAXwWhq0cMgqzOAdCMxuMwLeS8Nn5+fp+ULPt3nxyr7IL35nRucwD87Ox2rmbteE8ftCxP6dvZzcYDnM8PDyc7C4GkAzmdjwHOwcmrvfDza0Dy8FvLMCxXcrFUVxGclZFlm7wB5j8UArk4Pmwa9b6ceC3kx4dHY2AwtFr2nPPkWW8dmbYuuVpvWCTgI4ZOO3Sp4GcPmx3gDUACFlcLBbjM04783eWR/+2dX5cGjYAO+vzPKwHfMibSkxODHAsVxBg3bYDAkHPNmDZmhggd/u1A0uTXD/i0TKzXXHDvStSlLVNzD2PzrKMYx4XfcwR6Ca29OWsvwkp5/n2K75nfN5hvFgsRjnyt68zcTHpcum2fQq/thxMqEwKulTsKhbydaaND9Ev83Hl4g9FpgmwAYir1WqyYcEsxze9u6TkMmaDfZcSzIQBbd/sb0M06HCtg+FqdWcjhYOEnc4bDpoBMnZeqWNG53YAcQ7Gb8ZOX531+hF4/O7bG7imb2/xPAwijMFGTFs+nPE3GHQmwHi5zrLsIOI2GacrFd4FzfeWy2KxmDxu714sG+fc3d2dLftwPmPtDTQmA26TMfEdAOhNUpzbgROZG2x8bpOuDgwmis6uPF7mAmnxU3baxt2ndUr2BKB6TsjAemczGbqxn5nkOTDaFr1ZDTzwrnXO64CKjTJfBwyPFUA3bkBEmwhbz9Zf+zd9eXd3Z9GuArhdNgR5V7+JMcHGfufvrCt0ga/NlaOb0JqE2B/clnfWktD4evAcvdieTk/vvErPFRvjgoO09eagmgdkmpc+aNq4DRJ3z0syBTiXWHzgSL2b0wErmT771FngvYzdf9vwvHbF/3a4zrQMNhguBuBslrKN2ZMdrx1pzoDnSpo4fHJnPcDrP7YhxuZ7/6wbO1izXT+vF9k4y0qmZXKXX3yLTpe5aNe6aubqIGz230GZ3w4+c1mRCRNtmoE7e3YQdKD2XBtU6dss35USBzkDoQOg167QTzN0k6QutTWpsN8YLK0H66zBjLGaAHSgaIKHDJhP92EbQw+9HtYg7HkSlF1FoE2TIttwsgb7JuRuA1twNaIxy/Zr3+cgeyVZMEHzk3fs67ZfyKL1jB10MGzccBBs8sQcfb3JGwHZWObSvXXMefZfqgiUcPF9lglYHmkyaNul3b6lJa/l8qxviOdo1txlNoM1abzPbbBL1sHR5QlfhzIM9p2t8MPhbJbzaDdZO42dlLm4/AjAIQuzarNfM1Vnbh6PrwdM/bfLHg4wXdJerVaTMpDlaSe2PFar1SSLM4umHQe6ZvZ2xCYCPKrQYOBsxkDkzLBtgo0qtMNnftzd3Bgoi1n29NOBBSd2XxwmCNbd2dnZCOCcYzsHbA0W2IzlbV1Quu3+TSKYR7c5l2Vg2/YZrw+S4fnBBbS5sXFn05TfP8oP84KEtB27GrVcLid+wPcuj+JT2DK27s02tEmJ3jr1iyGwKVcwkMfc7U70je1zjYM8h/3BDz/ozTvGDRN0MISx9SY9Z/kO/g6OJgPexNXEzPjnBMHLM53BWoaWpXXqcjL24oSBw35k7PH4afNhjksdNL0dPpmWRlqxTsPNxr0LEcXgpG7PzjYn7C71ekxWWLIuZ8L2MJpeA51j64AZToNBHR0djZ8DIB3QGAey6BKb5UbfvHx3jvENw/ot8mQDBiyDhHeTdjBlx5zHyRoXoNRb6ZOMnzFWl7N7F6+rAnYqz6udM5muZdMHBwwXnftRZOhnbl2FsRukDD5tE4zZYzIrR/8GPL7Dvn2uARt769tnfJ03wyADZwgeX5c+CQYGUPrHtrzhxXqnnb4Ni3ERXG1P9Elf2AR254wC8mRiyOf32izT+xKQndt1+dVB2RUrB8kkE+zAf02AGD9zZEyQjPZdzkfffE5/R0dHkz0U9GXZuJ2+Ta8zTWTtAGV/wm+NCZyHHp0F2nex07nNPBAOfMsP1bDO55Io4wayeJjjUr8aLJnu8uoAYIXZqVCEr29D6TITwvdnrEkuFuu1rmTKkJJ1Oc87Qs3svVDvUpl3YNqo6d9vocAQ2GHrLfKUmWinA4Xl1ZmFAcGHCUZvaug1rPPz83EuBlGuOTw8nICEdYiR+9YP5uUxGbydBXouXGdS0xtS5gI7/RhAadPBtm9LSKZrpb3BwgGfN1LwmcukzoQIzg6clKiSNdM28DN35NQ25UcfOvvFri03bMw2YGCjImFgxO69To9sbCceW28k6YzWRNakrsfPYTLrAGiygm6x6Q64lqX90P7nz5sI4nsEQmdbrlQ4+DBnB3zac5XEQZt1YfuzdWUc8niRmTHOfduPrBdjIzhogggeeAzIhWu9HmqZOCu1j7oaxDyXy2UODw8n5Mdzcel6Dg9M+u53XOpMM5k+esvAu7m5eeFWAZepzJTN5BxEXY/HKZI1G2adwcw3mZZOOnA36zUzc4nKBuNMwWPB2U0a7gVAzqxdYkrWZTU7dwfyuSDSjLIZvzcbbG1tjZunHIgBuV5zNEjRh8tmzjqQqde9HGzs9HZy9OCx0mYTLwNqZ3Qel+3QdgW56bU7s2B2Dvr5ow7EPV/0SIbvKoPHaCJkm0Ae3JvnsXhtcXt7ewzG5+fnY2nPdssxJ3P7DXbXMvTcGtCchVgXPYcGZuy6iaDl4rnQLkGLagBVEtryjfEcfqoOxLX1y5gdFLmBHxt3duXxcqBzB1wHBAiy5dqBh0ra5ubm+LByk+nWpe2PcZrIGI/4cbm3yTDtIWOP3dU3sN2VCAdzdns35rkS15jsDLTJ6JyfzB2XPmjaQMwMk2mG6edvWtEYkrMaru3ypdc1msGY+RrYMA4YYjJdSOccB0a/3cLlMYO2HcVs3euNOIr/nyt1JRfLQ86CnB2bufbfzQw7+Nph/RCF3d3dye7TZo9ur3WfTNmxiVPrgmBtFj9XnUAWe3t7Y/nLunMZHdnxOUHPWbwd2jtlGQfXktWZ7JmQmUD1U6UM0AbzXq9zxgZ4+3mr/hvb7AzZa9cNRg5WzKvlwFgZh4M/c4AAOMPAvv3g/jn50Ca6cBscHgu3Hni5g3YMumTYXfXApiCunqNti3Zsu35wCDLmt+3b9mZcc1XFSUEHmvPz84mMTFgbjwhUjMMVNVexPB7/72qHM2hjK8tMrvR4HwRjRufOTLt6RnbdFSbjnDNpdMzGRmzISy/3Oy717llvBDLQm9HYCO9eO1k4tkKbIXsHqI2KIOZ1D55NaaMEAD0+jI7DDMzBr7MsB82+xgSg2bodj/4sI8AUJ8XhXVLZ2dkZjc+s0GwN406moGLgTC7eW+jA5hIyv/l7uVzftOw5zGWCnOPdgw1iADufJ5nsums2b5k1KPI/gQ9wWS6Xk9uKkJvlyN+AQJM56w15GQwtswYHA7Xt2t9x2A7sN/YR5OAlEfTO2E0KOM92bSC1LzI++4FJGN+fn59nb29v8hYS5o/dulRNXw4QDmztE+jBekdmjNeBGT2yw7UJmOfsDNSy3Ni4szHn4OBgQoKwF2yfByUQwLss7M1tJpnGCWfArgo5a7VtmzzRNrp2O66sGYNsQw6A7t9tGfPsH50FN4lu20Ov1p3naPzh2NjYwP9vrl6rt5yY0bZjmv2YQTlbM+B5E4uvnQtkOLp3rblE5ZJmsgZ0WDwBd3d3N8fHx5On8XhMXh9yFmkw7/H6SSX07YzQhuI1BRt6s1cHeZ52YzbokpDl0KwRYHJAInMAqJLp7Qu9W9WBg0Db2UGTgXZobAGd+lw7MGNBVvTPGDxXru/t7sjHDwPoncicYyLjzJAsoUmg+7JcKTeTQRnE21+w47lMkDk4WNhODHJ852zLduj2LDvaYh2ONtCb7cGlOfpwMDURckBlLPYDy8M+4SxsjiAxfwdMB9y521masODHyIU+yWq9ZuxxWc69NGRyb0xqfTlZ8DjmEg0HGLdhnzLxtWytY7Bwc3NzrKZ0MDRBbuLmgGuyhS9xjTNgf+5ko4Ozky5VaO4bNF9VeXYYhh8ahuG/H4bhlWEYvjwMw98bhuEb65xhGIb/aBiGp4dhOByG4Z8Pw/C+OmdnGIa/PgzD88Mw3B6G4b8ZhuHJVzOWZMpQzNDmynJzwXO1Wo1rIQ5QOA3C9o7GZB18HCRsnGZAyXpHHyDWgM4YcRwDlQOan8jSZWYDvg2GedjYk+kuNhuN1wX9P9c4UJjB3299z4DpsTBPl9CYp9khDD65Y+SsjRooPXfGQ59m9ujGa5jWt+3FAZugztiZE+tbyOXo6GiSpfE9BCTJaHPYlMfKtZRoXcK1zBaLxUQu9onT09McHx9fCEwuk9KfKy2AcVcnCGbI2QDFDljsw/Lib9ZBTZbQJXIgCGB7fsA2c3dVY7mcvobKZU8Do//mx6VtZx/2F8+J613OMwFlDmR/PMTcGbezZWwJOfN/l/WtL67nOuQJOSJYghvI19kWeOXd0x4/c/N6qzHPcnGbjNV2hO16v0DL2sGYuRm7HdiYCzvt0SEJCOPx5jlsAQxBzo4bfO812wcdr3ZN8zuT/I0k/5Mk3507u2//yTAM13TOf5jkP0jyV5J8OMkzSX5yGIZHdM4PJ/kLSf5Sku9Icj3JfzsMw/SBkA84vOMtmdarbZQYllN6rnHw4HMbiAOSNzIk0118c5mtswIcx2PwK8BwNAOyHd+A6sNj39vbm3wH8HeJib+REW148b4dnaOzAMbgtuwQMMIODM4c0Y31aKJjErBcLiflX4IkzmmWPgeczTZNYDh4q4uzJpcJva3dz+R1cOYzM93OxMmukoyECmc3uGxvb4+lZq9ROjuxXQMcviUH+bPj2nbpjIRghTwZN3NlbMj9+Ph4ktktFuuNM67cWGe97o1POXBZJsjV2UJnRvZ7ExuTDWzM/krf1rH1tlisN/j1PZgGWoO97dnk0euOfGbiC+GxXyE/+zq+xvno2hkZ/uysbi64+XYUziNbPjw8nBC3tk37LO07AGGLvETcfkfQ8zo7SYyJvpeBbEdet2SOtoskE5lzTq/r+9qHPX5P5dlhGF6f5MtJvnO1Wn1yuDOSp5P88Gq1+r/fPWcnybNJ/s+r1eq/HIbhZpLnkvwvVqvVj9495y1Jvpjk+1ar1T9+iH5vJHnp7t8jI4Lp+WkcXsjn3XYwLBtcl3SSdVCGKQNYZnIYnAOqd28l67Ud1j1t/C5dAGAGBCuYPg0Cw7B+hZdfW4Rx2OG9nmpn7/6ZUwdtgjuBzozSa0cOqMiXzMeGy/cOXs4yDaQusbq0xPg5CGouAyET5rharcZdi8hjuVxOdkV63pRHOb8zAK/xGWBc2XAZFrDCppzVOPuxjSXT3YwmZC77W5Zm1fz2hgl/7ozDpAi5m8hgN129wL4ow5nUenxdZqVP27kzOfrsa11VIViy0/fw8HBcqnCwZV3cfkp/6NJPHfKYTMA43zr0mrTt2ITG86Ka0Jv8OLBj8KczRAcAdE7f+BmPFjQJaKLY33V2Cq4yDoJbE2e3yf+Ws59chF5t+26rbQH5ey4ERMZiO+5yvq8xsXe/6DBf5ScC3bz7+4W7v9+Z5E1J/okmfJzkp5N85O5HH0qyVec8neRzOmdyDHfKuTf4SfJIkpGBzwEFgsYgASwEm6wzU6fprm3Dys10WIMjUMyBTmc0jIvMkq3WjN2ZiMvBLnm69OBbUjAalzi9k483yns8Xg/tgHlXH+P3m5ub49Zuy4r/acMM0Jmr2SHnm/15vQlH6V26yfSl0i0f2gEwcVL+N5tHdzgRcyUocm1XFKxbA4vXZVy6AgA3NjbGQNWZiYMCAGwnR05eD20QJ6h7JyHjMkgz5l7bo13bkzNJwKWZOXN1mRv78WYqfjcQ87szsnuRRoMcurX/QZawFRMLrz2SSQHeZE8uGftJSMjV/sF51j9jxk8N7pzL33M7YW1X6JmA6TEhB8sCObtUaaLI3I1RnZVyfrJ+EAnyar1DjJw5QoqS6Y5jB0BvXnKfThYsJ/plPMYO2mM5BNz2EhvXc3uNr+8fxvwwx+86aN7NKv+zJP9itVp97u7Hb7r7+9k6/Vl996YkJ6vV6sX7nNPHD+VOZsnPbyXr2xic1luJKNnrbmYhBC1fZ0e0EZm5dG3ezmFwoL1eK3WJjbYODg6yWq3GANXMst8OT9nK83KJys5kB6D0CHj6bzus2bgfTGDDxuG8aw2nxoHJPpy5eGs57NVzIcgDRF73dcbQQEAW78/px5mwbcMymstc0AUZAeciJ9b0HHg8H9rp0rsPZH92djau1zojZDwEVvoxm3egMfnis7lbZ7qK4EqLX2kF8UJ/tkkHfds912GPziR7/ZLPyfIsF3TkeWI32Gf7rB/H6HUyAiZtujqEbbuknOSC3owD9hVXALB3Z2rWI5+DWdYHsndZ2pmZ7cW+iG6MYfiMCQ3f01f7iPVrm3O1wcsMDm4eo/t2uXYuW4dkmKg3RlI1IEh21oytN5GACKNbYz3jxrfnfHPu+L1kmv95kj+a5H8+813XfIeZz/q43zl/LXeyWn6eTNZA169zQihmGEkmb0Egi2yhJ9PHOhkUDADJOiPCKV2CcoDz2AyINm6UB/B7nclG3+zf2ZFBEkPw+AiQMCs7uUGgWRiyMMB6DgZkO5vBxtmm1yycsWDY7tvZs7MsgMXytZxo30Hcn1uWVAGQi+XWAEGmatk5UMB+O2j13NF5l0GxScaFPRqYCf7emGPdAQwOMpaFAde33XipwPp0Zmr7BsAgGlQ7/OxY682Zi9ctsSP6tw0jJ3TBOAyEDjgOuvaZzurdrgO+Mz9sG/0YjDsTNQg7WDtrcp+0yf8mD6wnO2NmPL0uynleWvDTorpsifzAKpf0Oc8BFrLuioUTE9uzSYKJEOS5g6N91nZtHTH+4+PjycNRmAd2x0Yf+zZyYX6NS8yzseVBx+8qaA7D8NeTfCzJn16tVr+lr565+7szxjdknX0+k2R7GIbH7nPO5FitVser1eplfpK8ksyXGGzYnRU6E7Nh0JbB3IzFa1UAEo7rDIRgYkP3GqpBuJ3Xa2EOig7yLul4DjgMzNUOCxv3vOibjBVAMIBxHbJJcsHxXE4yO3bgcsAxu3cb3qZvfdkxbeAczrCahNA+8up7Nj0ugIh50N7Z2VmOj49Hp3elwbs0sQF0ZjtztcFy8HhMZJgPtzPRn7N625F3VHMtQAEBg4y17VsetN0EjflYH8zDJUjIVQd8liSYG3ozIbO/0B/kBJvBN7y5KcnEB12lsI0Atnt7e5NysnGBMXj8ECBXiuyz+C1j8Y5fy8YyHoZh3DzF/wZ0j8sZoUm7M28/cMEEFP2ZEJlQdEXGT6PyOjC2blw1qbReIeWWP5jIHJEn3zE3+nM1xPNkjsjGBM5VAj9YoZdxrBPboZOihzle7S0nwzAM/3mS/1mSP7NarT5fp3w+d4Lid+ua7dzZdfvpux/9fJLTOufNSd6vcx7qsCHx4/Uxl2XNmjtzwmFQjplPsg5Sfg6n14Zos4Fyjs05ODvY0i/t2YEICJzXmaCNdnt7O/v7+6MB4QBmXfTpLMF9ey0FGTlDMIFwicrlnHYmZ1Fmmc5eDfwGCIgLQd0Pj7YODE59EEw4+jYXkwyzYeTIXDy+DtLdnp2b+RJYDMQEyQZO/gdEvFbGYWCFBKE/k0dnN+4DkDNRY+zeOOWqDUGYtm3XjNttNdmyT7kE7Qzi4OBgEkzQvwHP/gno20849/DwMKvVKrdv357Icy57x04asO3TDoYGagJOkw6u4VgsFtnb25vYEuMyoTNOOFjbruwD1rOrH728YP3bVgn6kAywgUSgK1nGI8Zru7Vf2R6tI2+uNPa0z3Fgi648eBy+bQdfcBZpf4GQoUf78v2OV5tp/o0kfznJv5PklWEY3nT3Z+/uhFa5czvJXx2G4S8Mw/D+JP+fJAdJ/uu757yU5L9K8p8Ow/A/HYbhg0n+VpJfSPKJVzMYA5NLHVaKS057e3sXygvJ1Hn6cWVzrMpAwLU87QMD8Ljo185hFsR3DhoYeJKx/IkBdjnGBmyHMjMmM7Ez+XzuQUM2XquwzMxAWevFSJ1Ncr7JgYmE1xbMLO/ayHiewRdWj3NyrgGBOUCUHIApz7v07pKObxWgTz438JkZ+3B2YFKFrXjezI059ePrmvg5WPG3/cBs2rYN2DlYO7PiXOvZoG1yw5ycdWOfBnW37wBjf3Ng69LrHIihX4iB58gaGPLClu2vPRYDMzaAHpyhO0NhGQh7MqlAD5anbbSzWW9gsZxNPp3ded3Wekee9gNvfnR73qTHAS509c3VC+yWEqjt2lWoro55/PiHg7Hl4jI3eMpvy7NvNTGR7NtR0B3YTJ8ej33LuHi/49W+5eTfvfv7n9fn/+vcCY5J8p8k2UvyXyR5LMl/l+R7VqvVKzr/309yluTjd8/9qST/q9Vq9eBHzOvAgM042kn5HxbYWQBteF3GgGPgJcDhdAAzhmMmZydI1sbJ2JqdOWv0/7Rho1os1m9Vacdluz9O46BsdsnccAJeLM1YnR07szRgm6WzPZ7DGYWzOANRbxTq4NxPN6LvzqJwHmfuXkP1fJhDr5+ZkPi316MYH2OdA6HNzc3Jc45NZrw7lvl4d6bt2o5ssLSdmDB5py3nO6NyxaAB1LqwH7mUybnIj3VWAoBts2269eo+mQc209mFdWNS1TuyOd+24b8hSJYNfduHeOMO55koOquzX9m2HFQZq0m87cJt2ZY95i6lOzDbv2w7jAM9MB5ntuwytw1wPjbURB59dF+9EdBtGmeRpe8TdsLjzzy/zsjvZZPIwY+uZC7Hx8eTW6Kc/dLOwwbNS/0YPa8fOvswCLhU0izFgneZEWMAtM2oe+s3hxlLMl1XoH0zyGSqXJchm6X6x8HOwQzj83ZwB2Gz6y5jeLcaY7fDGGAZI1mmdwp2ULUjeV4OoAYs3yrD/A10NnDGPGfw6G21WmVvb2987ZYZq0tbBsbOEg2szI252pnNvi1zdJLcefjEwcHBOE5nEb6v0aSu23IQNUDv7OxMAqYBmHtC+dsldtuWs2eDtImCM0D64VzvGkYn6MnZnoOc58v83AZ+0oTMtuQH3HuMDmheE7at4BMdIJPp4+zsk65SoF8vyzTZsez47WDoIMmaOhWRfniG/247sK8S/IwtDoTYsMfqrN/ZJnM2EXfc4FrjlcmMSWuTW/9m/G6P703IbFv9mEhjAZ8Zt7t87zggm7u5+irep/k1PRDIXADjtw3GYIez+zmN3rmYXHwGpNdLnYE6AyFDSqbvaqQNM0E2NiTTd84xnlYuaw52mDZ6By0DGuudy+V6t3FvtPAtBMm03MQ4kowOmUxvGWB+LlE24HA9h8uqvdBvEGWdhWudMXZ51wDIRicDPP24ZEkw8YMpWqYmXu7TgbMzSa6hX9r2zmu3y3WuNFBeNfAZKA1oJoRN7jrbszy9/k2/BnOTDUqkPZ65CoBtyf7IZ71ujo58S5H7snzwX1dabB/up4O1bda25Oyl5Y8PQBa9DspaoIO2q0P2B2/eMlZ4k5cxg35dOXCA97ICYzLBYvwOmLbx3nxjHIJko1PjrJeIHLRM5lar1eTWGm/U6h3ztmMHeCdG7q93ri8W6wdG0K4fS4oujInG34c9LnXQXCwW49pAO7k3fdjYkikTMVMxy2khdqYHILIL0tmaSxEYBMbJ3wCld8U206Vf+vKutg5EdoQuiQD4zgDM2txHkws7rQ23ncuL/y6XmIXPAQCg5PFyjtdC/Sgu2nLAbsdrBumgg4wMPgSxzjRMdky2mIMzaECQLNwEzSDWpMjPzsVOGbcDhUmUf5bL5XjLDHZi0mFZMyaXRsl0AXYHA36sd8bg+2Lngj5yNQFwhs55HmPL3jbKnJiXqzl+AITP95jJ5pGxAdQBxzjRywYmhb6J39kM8+Rcr/n6gHyCH96Jix6NA146avtlPOijH8fXvu7qDhUeBx+u8bOILa9hGCavNXNWObdsYf+3fjqzNGk2vtGux+G2ONc73fncyY7taE4uD3Nc+qDptQkHA4QBgzOY21kN4C4j+TU8bNd2QEnWyuvypVmOswJvkU7WmSwgy7orDyXmMCjjZB1obfQ2KsuB33Y4s0myUMp59AszdvvOdp0ZOdg6qHF40d5AasCfy4b8jFU7dLNIgkBnFkkmAcUZUjJde8KevKHADkdfcxnc+fn55FFhHjtl0c6YugzGeOzotulm9v5Nv64gWO/0Sztes7UdGLzQNXM0AfT9nLu7u7OZOpmpqzPYFUTQxMrjtC0QML13wEG416hOT09HX3KAGIZhvKVlc3P9hC8Dqu255e1qFL7vjV3YjHfV8hlZ4JyckbVtGdkTNKgYMQ6TYVd2sDk/TcfJgP2mb2PyurVJreWCbu9lh4zVOrcvNqlu0tWEwJm4dWO7xkY8trkqhGWJT3ld9UHHpQ6aZiReTHemZRbTzulMEEH6+87kXMIwk7QBOktwuZcxeO2Qz1mb85P7k7XB41z0bQLgnYMOOFzXb6bn0YM2av84O6U/z92PpeOHeTFO35dFu8zFpWEbsfvvW0pcQWAMBvxmwL7x3d/Rpktoc5/byQHFXjsxWDl4YgMOAK4mzGWuzqhxYq+h8h0ZhMHIGSD2Y7v1RirbggkLJMnjNukwGfLhjAYi5Dkmd9764tKmS51+7J0DcAcQr8H6VWie+2KxyLVr10Z7wMacPTaRMgmhHYO3gx06cPZpImwbcJDq59jyRC5jVu/sdHDo8jX3Q3u/Br7sHfZ+NqztxETIxN6+23bucmmTGuRjAsCyk+XjOWK/jIWkxLc1OWB2RgqhNQF1Vu5dzibwHnNXD/xM8Acdl3ojEIbjkgCgaeM260ZoBlWUjoB7B63ZPo6A3HyrCf3RPtc7a0guPtXn7OxsXMM5OjqanJtcfEg77ZsZd4Chn2QNBrA6NlZ0edHgxA9ZkzdSGBTOzs4mDwxn3mbV6ICx7+7uTlixy4Oc5wdhm5F2+ZkSt9dD/JSbLv34dzNkbyBKpu8c9KawzphManydWay3w3f25nYMTr2cYBLUhJGMzXp1adEExz5icPLtLLx43P4AKEMMHeT5nPkwZ499sViML5C2HdlvODY3N8cHIzjAe7PYzs7O5DYIk1N8ugHaQcDACrDbf13FOj9fv/zaWZJtyXYGRmCTnqNthjHaRzrj8ZwIIBByghzEDL3RPn1AiubIG/q0zeIPJycn4zqh8cW79+mbpSrjr+XiHetd6XK27GqRHwJi7LONGyd2dnbG3dzYHYcTCS8boSttNru5eq1uBDKA9U4xAyROwmGjN2P1fXQ2LhuVwdmsHYXMAZ2zw74/L5ne/O9xumRgVuebe52NmFUzZo/Dgc6Gaoc4OzvLycnJyGhxLhtZl0X8P+PnXN/KwDz9SjTGY4aPrPhxKdeVBMYOIehSjvswsBgo6I/PfI5B0CBkwmJC1fokO8QZkYezB8bYT20yGDsbZR7cuI2zk4W0XXIgE+TizSFdut3c3ByZtzdn0SfndvYNgLnK4HKgKzQmgPztdlzmR17eTToMQw4PD8fxmOgZAzprclbbQZO+rFeTKC/ZuIpkP6JNljT43Es/tgVkgn7AGH6b6HgeBJQOaH5UqO0YMu4kqe0K2fN/3xPcNuBMzvpFfuCV50CfPscYjF1CdrBtB0Y2f3G9K1O3b98e7ck+ZqJq3ZiweKnifservU/zD9SBEzlj4zDD4//k4nZks2YEawPwDlO+d4bqvho0nX3aYJ0RubSKIxNUHADmykbDMOTatWvjE09ckrJRJuut9u0E/syO47/t3J05O0AwNp9DP8wbeXZmasP2HPnO95F6p7FBwiy5Mxj+d3bkAGz78I9Llr2e7L4sa77HHhkvzumswkDlLMr6cqAxcJukuTRP9eP4+HjM6t0/7TWZRCbOsnw7hisXjJ1+z8/Px75MBhwoTJCGYRhvuXJmj705K8IWnN1aVg3K9nEHToIR43B50KVm5OnyMfKwPXdmStu2N4O75WEZO8Dbd13S5DzPi4wdQoEMXTJ2JtuZZicAzj7tNybzzszarrBNz9dYwvm0Rbv4CTjjsboK2HZizED3rtRgq7ZX27vJr7HjQcelLs/63jSOFgwGM7f2gGH68W4cCN+MCZDvd0o6INpBbewo1DtgO5hSbsIJDFIOnFtbW+NakdesbERdxuvsyGzfDP309HQs+cA0nS14Z2aX4wyUHJSQOngRAJifsxuvryXTBwbAvmHV9G2A8LjbIbz23XrzmC0b64D/vcZLiRrZsJmLG6rRTZMfPjfIG0T6PDN6Z3PWK205yDnjQJ5zGa0zLPuBZcO5/r6vt5w8Dh+7u7uTR/GZPLhfdIBPGOSTi89BtT9gew6G9zpMNryGZ7Bu7Gj7IeCbwDEPB6tePqA9rveY5kidqzkmrO7LxI82TQz8vasxTXid6fuhB4zXxLqvtS4sg5atbajvKLANOfO2nXRJ26SKNo0BTfrBZIJ6HlCevdSZJoIFhA1Kq9X6KUDeOOFsBmEbiJP5XWgANP3w7MgGLju7HQWnx4ld6rUTeG5uC6AjKLicwHidFTiArlbTG8DNyCmHELAsCwPm+fn68WRkAsjeZQ87m0HGMiCAGCT75dxeX2XMXhMx0DAODjNhr4kY0DsL7UwqyfjCYmeEnV3wPW824XoAxiVIr3M5+DEuzmVdyrbN+X5QA2UqbMpBETl6rd9A1EHY4/LaEYGns3iu77J8y5DvbEedlWMrgCzk0T7VRLjXRMmInB3yWROiucwOP/bcLS90DxFC1/zv7BF9IJvd3d3RTnoXvpcVLDeu7ewJ22BeXvu3Xdo+aBd8bDJgf7BuXcFBb35FIZ+x76ETBJdRfT88eoD0z43XJXnkRp/YeFfHurK4u7s7PsOYz7AdxwnGDA4+6Lj0a5rJNM32ztO+BwjwTqYZjzMEOzXrRFxnJ/WaBkBMBkr/DmouF/g5r/w2aDoouF7PuXZ4zwWjMdD6maaew5zMCOKWocEWJ97Y2Bjn53IrcrMcCOZbW1vZ29tLMr3B2UHR2+PNxh100YvXLJCffxiXWXTf6Iw8cCAch+9NLBjr1tbWuAPStufMit8mRM7EHWwNSL7lw3NjfmThXpt04Ofdnl6jJOjZ/hg3AAK59Fpwsr4FxcTQQOUMEZvDNnq3I3MhYNAn8nXFgzKf17cM3vYR+nD/LT8OCKH3Atif8GHkaN8BJ1xx6MfN8XdvYPJas8vPfT19efkHvOBzk8seP7aMvRLMONfrtdaFSQltOJgk67XG4+PjyUvv8VvL3eVg2uD8DuL2wbZbJzQcJrjYBDiEjujblay526noy6TlYY5LHzR9g3Gydia/RBfBOwCRtrtkYADlM98wDDi4JMTnZBsEHf7GoABKZ4DOdno3Kf34huy5gMfnbeR87zfUA0SMncMBhf/54fwunQGY3u1rg3aZEV0cHh6ORj6XfSbTRX1nkSY5DhacZ/AhyCTrbAv2j67sPDhzj8tOjL0dHx/n9u3bE0YMsDmQOBgsFotxQwNPNmLsBkqDpZ+IQz9eDuBzStnM1cHQMkOvllFn2t0fmZuDv4Nyl7kMfAQOPjf4Gezbd22TgKLv/bTs0CttWhaWh6+ZW8924GGTlX2Vaxmrg5cJqXeNmsTaN3hIB9gy54sOCLTrMqSDidtOpu809Q5oyyy580hHX0vGaxLHzuQmSOCkb1cxRnrZxj8OcMn6tirkzhhpB591cAV7PH/r0rLwPhFvXuprvNnoYY5LHTRtkL2pwawZhfVOOzISbyzxZ26vgx6CNgDAsmGpfkoInzNOBwKvAXVW5cDscpVBf86gDNwuHTkIuEzk3cc4Kp91JuC/CcwuEXuDAGPzY/fom2Btp7STdoaCjNwG5wIOAFYy3bHpDUq2G3TroOVr+bH8TMYcPN2Wde8sw+wXIKY/ByfbLrZngAW45rJhZITeHAQse/rjt8vi9MccKHW7fZcaXaWBzDooAkjORlzub5+2L7ia4/K4dWUy1ITGmarH4MqG7dVleN/fR38msV0qts31+rXHjbxcHvaGGIIS+nG7yM+PvzMhaJtjTjwUweSarNr4YozwkoIxaW75ybI3HmFrBEn77NxjEGmnyZJ9vO3NPuKA6vM6KbHtUEF6mOPSbwQyo3c5wkGjH7FlYOdzLwYTNL35xIGNXX8OghgqjuKdk71zlY08cyzejM/Zlh3CwQIDcBblrM1A6PUdZzUYvDcWNRExgAHYgKrLhqwDdhnEDNSB0IGWeWLIdl4O5g0pYdOPy+p2LP73rRMAhNt00KE9+kkyWbM0Q5/LAujT7Br2D1g4i/Y6DU+xYZ6sX1tmgErfiO4g6CBPWY3+kAc643DQcOZg0Ozs2FmGCQUybHACxLwr3dfZd9H/3t7eJLi40mFia1vFJ7wuzrxNJBmDyRH3MVtu6Mfja9LDd8gK4uJbjmzD6MNt2v7xB3TtLNqkyzjkObqs7nHOlbitN2MAMjcBcABn7J57Mt1XYNuwnOcIJ3jg211M6qjo0I/lxXi3t7cndyBY7vxtOzLZuavvm6vX6n2aCJ6siIzOjK5vsE6mO+4AJreJslGYGY9Lf3PMy+UNZzYGHG6TsBK7nOnrzLDo18zMLIq2OvBCBnw+fQJkXr9FFl7vWiwW47oknxkkumx1cnJy4SkvZppc31kperHj4gyAvkuA1hXyobTk7wwiLgmahNAugc3O1+UdzwPZ8j9AR3bmTCi5+EBx2xCyRQZeCzIZJDAwjs5eLe/d3d1Rfl4u4DrGQll4Z2dntBsHYWe7kA2TBsvXY2f5wqVHE1eP175lYsb/tjfrAILBnGzvDgzYQS854Ge+p7H91CVfBy3bD+NkeWXuehMl25IrL5zrMn8HLNo06ejdoiZaDhJequF6ZEDwSqab/TxnZGhf9doiOOuAiZ78cA1n3NYDOu5qiMl428tyuczh4eHkc/ukyRKy8lOaHua41EHTgkJhpPwNbCi3gdoBhmsBLtr0RgpnIV2eNXAaWMgCud4/NpbOUprZO9jTFmM1q+tynEG927Mj0vdc5oYjEFA8NmSLM1gmLreaPJhdOottgHGZnQDhNdDWZ2e5yfQ9p5znzU9dKmNOvo+sx2TZ2MGdJbhs3TLjesr8Dny+BcpZ5ubm5rh7EeA1AWqb5G9k57+tC5f8kDeyNnCaMLh0yHzbpjjsCxxdCk8yzs+B14TK/u5MDN9bLBZjhkKG6E1Ttn3ata1A9JiHn1zkygUya19pQuqMCFm6ouF1XpMigpFxwPbG9ZZD+zSfMX/rwAGIJIO50Q/2j8wJ7tj70dHRheTDenKVojFrsViMOMv/9mnGaVnxnXfcWrbGNvt+Z9ZzhMf+/zDHpQ+aCMGlOGcdvfBMEDRgkKG6XGQW6+Dkw+AHSNGPGXYy3eHboE+WZ0NwcPYxl9V6qz3XugxC/3bUfnhArw/3Y8CYl4mEMyFkgxyRvWXYGyzscIzb63SMCbDhGmdkdkbrH2B32/wANIxnjkljF87GO7NxZkX/Bo2+9YOxoivadJkI2ThL5prVav2Qhw5aBmzr3OBg8G2QYpz053UkB2DmQHWHMTmwk60bSN0mZWjfJsOc2WlqW3ZgbBk5QDdZMhm1/5owOOhTFXE21j5FP529uDpgwo5cfY6XNo6OjiYVEPzNeMZcaMsBzkHQBLaDMud4vc96ciChD5MCEzvIJETZWaZt1TY4t0bP953gWC+Mm3l0dYI2TBZpgzF6c6EDpH28feF+x6Ve0/SaAQ5r4MfpXde3U7WBOTtzacprIAbHXjdptmbgNmBxvW/id/sGcLNJ2myGi9O5jNHZYjNWy8MGavnBpg2+NsBuz8bXmZI/c8C0zAk0BDOX2vjeIGEdeAyeSzugg6iDsMtkdlau7+sABq+RdQltc3Nzsru4KxD027rwuC0bZEi2SWbl9d8Gv86A+M47Tf257RP9IAcHDr6nH+TmbMdBymTW8jFAY+uUxQFLlyNdouOnn3XqzBD/5zzWcU1sepORQXcuYLvyYDnTP206+C6X6+f52tfb79v2usxqe7ZcvG5uHHJ2zlhcvrXt0YeJLOeBr7axDoyeg4miKx4+x/3Qh/26s3v7gjNIMLaxtCsWfGZscVVSSc7N1Wt1TXMY1uUUBzaEwzoe5/aCMwCEk7kUgfF7LQqQMMA6vacfDNDgzfqWMybOoV0fngcGT6ZsAO6t3wA5hglw9E4+5OGAb8a2sbExrm+1U9joGwwJKDiMx8uc2VxjsOE7goBLneiBcZuNem2ky10uDdtxLW8HlGRaqfBj8wzgjMH32fGd1wydbXnsnOedoB2gsRlnBqwzol9XJ5iD2bMDCzaFzfXTXXojFAe7K7FF6w/5uh8TB3ylN5G4FNrVm96Jii65pkvl9n32JpiMoU8TTHx7DrTpB1nzm2CJfTd59qY+wHdvb2/sx/cIe8xeV2SzjwMcdsLaGyVs2x16Rwa058zfmNOBu22EHwchvuss2Ne53y7Zto82SWeOlmFn756rqwmdfXocJqLGOQ7m6grZg45LHTR9oy/GvFwuZzNEHNebIczUzGz5nl2MyfSxel6jdFmE/7vUh+F22YO/XbI08zMrY1MBYySguXSK47n8Q8CxPMzyaN8lFXYHA/obGxvjBiDk42DlXZwNRC59ugTj9cMuJ9mhk+mzRx28OjCYfTozcN9kysirGT/zHYYh+/v7Eyd3aYfP7MwGG69LOlMxCUMvJkZ+Y4xZPuTMwdGgxf8uZTN2dplbZu4T2RjAAet+pBm24cMM3sS0MwJAyWVzb5ZCTn7iVWclnbXS7ubm5ngLiw+TDvyqH9phO+Wg2uFNf1zj7M3LIiZkZMteP4YkYB8d+Jh/B0L65D5n1sGZDwf6ZWwc169fn1TbfH+o592VN9q2f/tc7NHj9jjmqgI9ZmNekkngbJmjO8ik/cp4wfj8HW23fNCD7+t/0HGpg6aznQZyvneaPwzrp42gGGcwzhyTTMp+zlRcBm5WjyORASa5AHYGFDPtZkUOxBgu5/PwhDZkNp/QJ0YL+C0Wi0kQMjgDsM5WmD9yQw4uZfmWni4rkeV2CbkDrNuxDDB4j58DWZu540yMzXNw9uhdp3zvMniSEfQ4IBZ+FKJljN2ZGZvcMB9n917DBUwhKf4OObiE6cyxA7KByLZAtcP6RQ/OHA1aPtdZSq97d8bi/xk7smhgtV94/YzvGpSRgc8l0/R6MLIxOeJ72koyljabQHkMLlk2SWsCBRGFrPO5scMVlQ6g+LyDcFdbjDv+237C+L0M4DVJlypt98jV5JYxmey5tI5NuCyKDFoPkEo/Hs/f28+d4NhOO8mxTME1k3GXrRlTZ8sPc1zqNU3AMskFIzHLNSM1czErNqsl67RjYAgGMZdpkkzuWUzW6wzt3LTl9SJ+s4P37jwn2ahZtj8zCAHEDlbOXnd2dnJ4eDj5DoOzA3Q24rVhA7Zl3bJBJ4eHhxcICkEHouPnjaJXQJBxODtxida6NoCgW4/ZQNDrKp6j3z/oLN3Bkvk3gSJTYuwGKXTD2HwtgYGdn7TNDkdn4NaTbcrEzQ9Et616DRBANZGCOLk95uKMmuvnNn7Ypvncdto6sR7cZx8bGxsT+S4Wd26DwnY68Nv3W19tO95/4HH0fG0byM9yMGkzOXd7+Cq23euMnbH2YyWZk4Oh7df2OLcL3CTTwQRc8bGzszNiovViMohvO0GwjVvWJrPu31UGdGI7b9m4LfDOtmO8dhC2/xizNO+bq9fqmqYB0IzQQQmwaJZmcDXT9fofYOmsKpne72nWs7u7e+HRUt6+3w7ooI1xmYkaABi7g6vB2+zWa3kd5HhBK6yNzIP2LVtna31ztVla72pERkdHR+MDxumTsdMHpTJnSN4mbyfocRjcHOStTzuo10k81w64BD6DlLffexewy1tms/Rp+3E1BHtxaY5bHKhSEER77c926EoB/drGk0wAtzdW2NYNvi5LmmD2mqADsYHS7RI0AHneA9m3DsyRXPtMk13OPzw8HDNLZ4uWB/p1huHMcbVar4miD1ce0Jl1yDwZk/XhigB98DnnGVeQt0vcBEw+7yzeZMXgb1LA9Q5atOff9j37Dn7scq2rSZ2xGgdcaWgixOfGOII+4/Ga/xwJc38eE/+brNhevUzWun2Y41IHTQzb7M4MBcYMQ7ShG5yd/jt4JVOl+kHODhQogUV4DMJPtYDJ7+7uXiiFsRvSa5Eo1aBq9mrQT9b3LzmQMAeza4KIS4s4M/PZ29sbx+TraM/3YybTJ5zYMVyO9eHyjUGD9Qo7iysDnIfM7GDIw49G6+uRCQ5kOfA3smgWDxjv7++Pa2c+1wBlwsPuWZzSbSJTVzX8dgzm0GVtdE3QZqzeFeqHehDQkJ0rNPTDY/Eor3lcPIDf8jJoYue2hV4OaH2yiYnDO22xgz6wF1c8vMHGYwIsXVb1OS67O9M3gPvBBK7ozK2TOsO3ndsP6bvtwQSeubl/k16TavRn2SEn7NMZlrNcY4nPc4DxBjzIPwHSdoIO/BB35mv84u8mVMzHGO4g2vsTLFts3mvB9i9jJ32agDnA/qF4jB6C8841Byozw7vXjUJ3dpCsAwtBFoW4HEobHP7MDuHdfK6nm6kZFM/P14+HojzRJTnAgnYwpnZsnMgsjJcDJ9OXRJNpJmtywGuMkKUJBWMlO2QLPyBp2cCyXXJlLhipHSS5+MYQHBsgQo84tB8Xlqxvo3DZt4O5d02atS6Xy8nj2hiH5Y+tOWNw2b7L4WRTLkPSX9shQc/AgT7t4Mg2Wa+xemMa83fAcL+My0SE6gTjd/nUtuHyGcTGgG3fsa3ar5gzn3Gt/a3txUHNt9hgl9ZDBzLrz0ERO3Jwt056jdbt9WfozAHJwO1lDhN4r9W6POwxG3O4xsGGa90vfVruDha0Zdu1/tBdZ3vMwVk6duFKA9UESKTbcTXGeIzuGYcPn2O5998macairqYYH3hkInK82/fN1Wu1PJusyx6wVwweBXpdzAGCz5xhoVQCGIbXDjNXhnDZy2XiZL1xwcHATmEjtSHbCDt4ex70azbmAOXshe+2trbGXZX8D3BTonE2AuAA0nzWW7hNIJgb42v5GSBpnz6Zt59Ig5HTnjMP5AFLN8vsyoDX7zjsrA1cJikuXbXdGMy8lum1KgCWPqheMGaCmMePrFzSxbYBTK7vOfpaA7QzHWRI+3M7d5EfsrQ9AbTO4LvcZ/KFfPwbedO+CZVBvbNFl9VMDrrUxi5ddE0bBlTsB1LoB0i47G7bIAMD9L004vF31QjbPj9fP/6PtpytNXlgLrzPt23PhMz2ZtxwpmzibCzrwG0/s105MFPF6TXyzvS4di6DbHnRhv2wExiTHPaE+C4JfBYs8UsTmD8yeJjjUmeaCA+QsfOZGcOk57I3nM5OQTB1dtdrOjZMg44ZtFk2TuFSi0EEpZqFu2RIn/diW3OBi7na0Pjt8pRB0BmPWRmHMy7L3Jmjsz8bLd+RmTJWzjNjx5hxCAOCy0nWJxm6CQxzNvN3ScjMG1lBethMYxmiL88dcHUm7OxsuVyOG508X/qG9Zow+KEJxYInAMzR4O7AYZDiuZwGMoOQsxb6sS105urKh8dhefN37yugbZe1vaTgwzKnb+bY2aN11KX+titnmQRhy2MY1pvW7FdtA85MIUwmyg6EHUSSO5ttehe6CZqrAAR7k2bjkeeELUGGjH2dedO317PbPmwjzgD39vZmn2pmYtokyEE5md6KZDyxDbV9maDZ5l0RMqEwVrtCQ1sP88D2zXt9cdkOZ1oI1Jt6hmH6IASDtpkcLN1MDEOFTc3t0GsANqi1wg2ODSAGJ5dE+Q7nMgmwDAx2c07h57fStkvHXk9z9mVjRB7e8eoslXYod3oOJhWQE/42ywaIDGwuITlI8B2lFpfs2nEN/NiAsw2/d49+HLBdokKvlAwpXWN33P5DYLCt+KH9JmTOLLtUbHm5DN3Xoyfm7iyWIG8b9g82Sal7rlzdQOjy3Obm5mgXtn2TErJpKhYOzj768Wdz2YiDcxPWXqP0ksEwDNnb25tkis5YeyzGAc7xRp5+8TqZi3cqu4pgIkmgYj7O8puMIIMO4pTqudbkl8Bvu/KGOmRIm+im5ctYjF/4O37XRMG21muznUxYd8i1D+Tl5Mj4QzC0v7L2bRk7eJqUP8xxqTNNs3aChN9Y4uyqmWsyfZu52ZydxuzWjtiZhZmngXWxWIy7z7zW1GDCPLwb1xlGl3fMcm3EDtRmnTjUXCbtwOLxGFT9Pd810LkvB3CDbjJlgWa2AA2ZBxsRLBPrDmDnHOvfwYj5NkP3mAjagIYDkPtABgZuPmM+BljkiT3QHnJx2dHyt112Bu81XAKhyZxlxfXone9dmmQ+BHLPjz4JPG7H43UG0vMxIXQG3dmi7Qcwtd17LjxkgYDVG9M6ABJYmCfyc6D1uG3v5+fn4yaRuYx/Ljuynp3tej3TT8Yyce5y6pxvmjBxDW1DVpEXMjdG9nq411QtB5f0Cb5zPuCKXRO+uewYgouetre3c3BwMCEYthvkur+/Pz4svtdkG7Ob7Ho8Jh3ojge65LW8pkmwxKhgkC6VGiQ6c2nBGtxpE8M2a3cpF2WwdmP2xnoF/5+cnIz/u3TAeL0eYiNw1teg5LnawEwYDISwd9947V2VtEn7li9BzLdKWKbNEJ3x2kDNtO1EODFjRN6LxfpWEzIll1HRO/JDB97+b6LCRgUyD2yHMROEXKakzf39/XE+XI+8OlDRHutXLmWSGc/ZYJJxfZ4+bWsOXOjUAOQxOWDb5vpGfkAc/XIeMu7/mySSXTlAMwZ05GwPn2hQdADjHK/X4g8mJAZEn9eZylz1yOuYrkIgM1eX+Mz27N33XOs2mAPjccB0NakJA/ZKUHPGCVbwv0nUxsbG+HACrvUj4rxJpjM8qldgRZdC3b9tnDnRDv02oScwmyQZg7xb1y+EoI/lcjneXtRZIm32sk+TRT4/Pj7O0dHRWGXwe1MfdFzqTNPb4h0kvZHFTgwI48y9bR9DNXvDYdoR7o7jAptCQX4akJm/y0yAk+/jtNEYMGxELmM4UCEDG1WX7+x8XNNras2ck7VTe7cZ40Mu3i3aJVhnD51V0Zfng/7QybVr10Ym2o9yY144pR3dpWbrwtmSy1jIjUCMLo+Pj8cMyQHcwGgAYK7emZpkbIf+ABxnw8zPgQl5uUTtxyq6kmLQ7yzF2YbB0Vk0fVg3DWDOGgySJmidlRB0DciddXJ+9wk42vf8Ym37MTJ3MLXfsrTAHBmTg7xtnv44jAXeD8A5lGpd/kfeXnM/OzvL9evXJ7dy2Ac8dmfcno8xCr31blGTsTlZci44453U2Br/4yvGCmfW3Teys4w5bHPIjapcZ9Seg/tj/q68Ge+6RG97swzwgbtjeu1mmkweB+H+wU7VOQeFE2RsSDiP2SAKc4nM92EBfmbWDrgOghilH7Z8eHg4BszO9FhroZ/eHZlM39gOg8OIGIMzUYO+DYsx+XmpZt02LjIgl87oz9vOzep73P7eQJ6sb6wHNLl3kA0sDn7IhLHOPZlmb29vQpDol3OG4c59iMgGhs73LhMyj5OTk0m2SZs8ds9VAMCCtVKX5CB3q9VqzA7M2tEftmPdIMP2Bcazvb09mRdycumLzxl/P+GK5w27fWTtsTsjs5046Ns3/HxcyxZ/td05G2tfZZekqyrL5fol4vi7CRh6YdNKk2rPdS7g4o+2Wdu2ibvJA1kgdsA6m9ff+rF7/ZzV1oMzXGyfZYa5qkuS8R5jfAeZ058JHvOEJHIO8nbWaGJEm866Haxs2/ZDyw99+ElEnd2apBl3jIuMwfLw+q59sYnEvY5LHTTtTC7XwPABGCvEoIkjI1gUj8HDcPxIOK/rmEl3SRJAMRPzg5Lp30HX7MxGgHPYQFer1aQc3dmVyyU2GmfHHMirnyXKmE0kHHwNbAY7nBbZ0FcHcP5mbdJjZO5mtw1MtNEy9xx63oB9b2DoaoQDFW2ZjSNjwNlAhj0atJ1xoxO3yxwMBs6cDDBdIuVa2wmAY7/o5QNnus5WIZ6Uygl0zjwMXgQDb8SAXDqj9BwZlzMvgobH5KzTZMKlYdpyOd4EgsqBZc93q9W6rMzRWSl9IBdvdrMu7E/GJgKNCQTtHh8fjzYI5hiHTGoYI/K2PEwkncmbuAzDkKOjo1EX2DM6N1YxXuvasof0G2O8udD44qyZuTibREYQCGzPuO3zrV/rm+9dBZojyvZRiABY8DDHpS7P2qk6a/T7Ai1YGCIZlzcQdH3chuo0H0P2biwHSDLUDtatVNpkzMnFe6iS6TMlDbDtrC7v2KjcPuNpZuhzcBgHqZbFXJnV2T3ggjyRbZd+neF5Iw+fG7xddga4+qA05oc+9K0jtgWP2bLEPrpsZnkYGCEdR0dHk7JiB0qzdGc2Li1bnh3k7PAte2e2rQPaYH2Vxyla/g5E3rnaY+zSNHNL1nsATAq8YYnxQ0htk5YPwRk79/UdDCAYfi2Ws0i3m6zXzxz4bbdul4DEuK17zqfcSz8eL7a+s7OTg4ODSdY2F2hccbFeXa0x8fVGLQKtCQqBCN3Rl8mMMy8HXScNHcAtAw6wtSsFHpuJk7NR5Ohd2324PWTnSpuf8Wy7dTba13r+CvY3V6/V8mwy3Z5skPfrc8zYXer07lfO64yN77uMRNsYAX/bmQFeB6lmzwZRO5AZrhXOAwmcVRFA/BgoWCttYMRm2DbaZF1CNlB7YwAByIaInMzkKEV5Q4/Hybj7AdnImAyknaS31Ru4TUh807vZ997e3gVA5BqzUuucTUOuEFh/vmH68PBwQn7ox+za19rW+NzBy3JysMTpnWWbZDg4UTY1KAKg2JG/R6YmeZ4Hv5PpbQ+7u7tj31xrWzOIMX4yc/fXQcEEkPn4b+zGt/QYqG37Xdrz7mzsCFugLWQLKeJwtuYs1xt0CJaWCwHYGZ4J0Pn5+YTgWef02zjHOMA1V0A643TVjP6RB324L1dwXJlL1uVZ5Ni+aT9wcLUejIl9KxS/0Y0xp8kTMuu2kZ/JpCsVVNmaNN/vuNRB08wMJ3MJ0Z+3E3G0QnBmK70ZUDufQdfK9CYBxtJZLwr0zso29GRtwCYDLkEnGddpOvMjiDnAAIDMEVm6RMj/yZqdzpXo+Bsw7AAEkzQY2tANsrSX5AJIW5cetzNGl0RdIiYT8LslrTM7vp15rmTUNuMyIABrXfgas30OP7uzZcTnzMNEgDGglyZwyN72Sd+dAdCOMx3rGV115om+2eDUa9IQOfrv0rdLqxBHwP38/DzHx8ejnP0UHMvH1QfbnW3DGZd1slwuc+3atVH/BBUD6Gq1mqwTOmtqnzGxwq+ZJ3Zm3RunbA99ML+5rLBJsfWKbsG0flKUsaIrd8YhB0X6bOLnknwTc9r1fotOVmyznNvknF3OrM3a57wU53Xn9m18wPbOeQ9zXOqg6RJLG7APZzJ+KHgzJIyPciDtNYj3Y6e8/tQB1SWLJBOANshhHDinjcwZAlkYbXrthzEm68eGAXreDYdTMW6CCuPh9g/mOMfuAUyyN9/zZlZtcmCndOYFy2T8q9X69hw/JcVZp52DcVJN6D46mwNQDJxc20TEwQGZ90MYDLaAo6sWZMjIoYGb7NxZpbN5y65LxbY1ZE+pqqsUZO+2U/sH7TvL9D2NBrHOLJHp5ubm+PJ2j8nZjR9PZ92hd/SEHF11abDjemyHcfC/gdpjwI6TjD7XBMNBby4oug1k7CyPo9t0/53Zmxg6KBlH+HGAtzyZe7+Uu5MB92kftSy9jOC50lYvW3lOnrPXXunLlSXjrkvhjNWB06X6Lr17Mxvj8zKVMdfjejWZ5qVe0+SmZpzX4Od1FzKdLrE2KwS8mlEmGYMD8vIW72Rdquo+AGCXLgxkBnSCZgeZDmDORJgv/eKgvkHfJVo7gQOty7I2us6a29kNssiZDM0l1WT9AAFv9ujsETBy2dbfe96slfHjoOVznRUjQ4MMcjIhsNytH+TELQscBjyz6XZuj98biHBml5dtB25nTrcNevcaP7pBTv3UHVcFIAt8z7UN1F43hUARPFarO0+x4m/szbZsWdG/y6T+u22P8XVJ22TJJbjkzjIGu1iTTHye4ARZYGxgDT7qnbPsjjVezOnC5MvB2HJ0IEanjMG2jP2b7Hfg9PitE3wRWbZ9dxXDssU/GJ99xk8ZgqibPHW1Cfn4triWR7J+elB/770KHifnYDudEXsd2PpBl3ktP0bPbMbKZ7u7XxYLC8bovL6GkDFkg7zBGOXbwAzIdjzOx0FQNAvPHejM3BaLdRnWbNsZkrerA2S+BcNs1wzKjMoyQzYuR1rOHWBMPAx29GHAMPhxNLggdz8tqEtX1qGdijmZ9XreXS7a2LizaQSwdBZn0PW1gBOf2XY4vEY7l/3MgYpZrstSACiyMzHwGpyzAIihKy60zdqXS5oOVlzvLA9940cObJanSRXj6/uM0a19lbbZlOSMwX16/iZhZP0Owi5/OzCgq42NjREfTCJczWl9ep6MAbm7XMnRWaPLssiE/t0W9mFZOtjaxh1k+buDObZAMGhsoD0fwzCMJAd9eOnIuua3iRdjnvM9r43ah2x3PK0oWWfGJp+Wn/3A1QXORc8mE8zXxO/VZpqXOmgCBC7dJevHi3ndwY5qUPa6o0HFaysEEjufszaXFsxqeHiBX1fmTIogmVy814t5mZFhGN4i3yw2Wa8hEgT5zgHegQJZwPgYm0HM8r3X+pmZNkc/45d5OLAxXubhm/shIp1dG/DRVZ+L85kk4OTMl88hWc62XOIE3AFibyLzvBxwGK8zFMbuftGJS9Gs0/hl2G7bG0h4K493bDvIeGOUAx5j4HyvYdsWbb/eHZus17G6vEnQoi9n1rYFz3mO+RtkTaL8yEPPpbMK+xGHya99GjsykJtc25a6AgBhacLWm2ksb3wKWTkr8+cEcwde64DfJo33ytLRk/WGnXlN0L7JuZ2RMwcHWEgIRN9yb9tiTl7n9pibGHblzbo2JmBXXG8Mp1+TU1dvHua41GuaGCvCY9IYYO/e5G/OMbvsYAZYNXP3LtcOLg5Aq9WdFxB7TGaJ3pjQZVvWXvkexoRD2Ik8VxuojXt3d/dC4OA3hu97K5GR27XcOtCbQftzOyHrK355tFlpZ+xd4t7Y2BiDg69FL15X5hqTITNtB0mvXRMs2TQEkDpTY17OxD0ej9m65zMDESANsG9ubo56d8mcjQ9d5nd5ywHbc3TW5/E4s8WODaAmpB4nY8I+VqvVKMetra3J2vhisV4nNnjzObbh4ArY2hZNmPAH7IB1PQMr48NPKLU6ADKvLoHS53K5nLxCau4AeG1nc/qxv9IfcjGG2U+8BshnzN+k0H5u+yIwOBhwnfEMMtdEznNp7CDQOOPzE6x67dUECJtySZmxYDsmM/7ePu3yuudmYsnvudvNvNRhDHuY41KvaW5sbEyYr0uULiPwf7PAZLo+YuPDSTEAzqEdp/YYKAbUGSJ92tDdRwcYxtVrFQ6c/tvrhP4McKTPJgect7+/fwGoPAezccvIWZlLyHYy9IIMnLEaJJNpSc3r1C5PuWwF2FrHHfCTXHBiDge4nZ2d8alDBAIyLK9RNjh3KY1zvH5jG3CQsr7m1rIgVB5DP5rOfRMsud4lOM+7MxD0TtA7Ojqa+ESDrfu0/Jm3+2hbsq/aXwE7BxDswpveGIcJK76yWKwf5G45+PzGBMuXsdLWXMkVmdGHZY4Mj46OJv1jz86kXKp2Bu2lHMsZe8fGvHeg92E4S8VPLQMOj8HycEboSpDtxH7Q+OAfZ6Bu275qEueKmasBtGFshBQkFys/JjFzBJG5e/1apPfm6rV6nyaGaPaTZOIc/N9BDqXyt4GpHZzvk3WJIFm/ZsvMrANas79+XBolYv7HoTvAGUQdbDEGlyJwMGRko2MsdkRYG/OAhZvZ2eGcRc0xUuTmAMpngKVZJOPyAynInhwwOawfr+NCEABfSBVPLmE83gWKDAkU/aJyg7/bAKSaidNnz7szJtvWarUay63WNTL0+qDLmOjbQA7rR67eyYr+vNzQ60I3btxIMn1vLPqZs7+uaDhYmID6M9tC68u+3D7aGbKzamyq79dzJkFFBRve2dmZ7EB1JcjVAXTreRC0nDkiQ2fn+LBJfG8EQm8OfK1nB6dk+motY5cDH2N0Rm+CZht2BsYP1Q0H/Lks0ZWyrvZ0QmCM5n9slu+8r4I++NtkyVjGmE2WkYvtsA/6ZDf4wxyXOmjagReL9eaZBjWc2QHS2YozIDMUA5JZnplZK8TBkv8b/JL1S4ZPT08vvIvOBMDg0GDvsSXrjRGAP45F8DEjZHxu6/z8fByXg4bPhQVipNaFyYFZoUtgzI/v7Cw9HvfHnJizA++cbpg3GTfXuCze5R1Ac2NjY3LrR7NjzgVMXHYz2DNW5GW7NPiZoHgDl4HFhIO2bLf0w830HLZn25P1asC9cePG7P2QyMXgaX9h/JTQ7Rtek7S9YpeuXDiQetwOPNYDOjRRYT0YP0vWZVzPnRK0bY8xoKcu+5v4OLDariAT+IV1TpYGFjROoDMHPnyiAzWywWZcWbIv4UO8CcclbeOMszTG5B2sHJyLfFuf1r3JA7aOPpkTyxKNSb0xs23BJWzIH/PiTUxz/gQOOKHwuuyDjksdNNvg/T9gRmmyy402DAvO7RqwcX4DEiULFE+Qda3fWRDHXEZqwHUQ7FJuZ8IGX8bOuX6zguWDcyeZBFeXt8gqnA2SCfpGbxybtbjd3d3JuwctS+a4vb09ZnS9G7Cdy5lYv1atgcws2ySgS52+JxKQsd5sX85gDWIuZ9s+uJ61JOyDcUPgCCAOHA12DjiAba+XIdPlcn1bBLZsgGfe2L3t02udGxvrV4MhR4OkA5zL+ciaSgo21uSpyRtksUmrfcUy9mYl+nYWRgAjqJnIWZ74mdfPeaoQfTXB4zzk4NKuD4Ji3w9u23KpFhkzt14OwO4Yq9e9OexHyBhd2J7RkTMz441liT90tc3ZagddVxR8Py4ZttvC74yFrjzYt+dK6hBExuDqWj//2mO37JGddfug41LvnkXpXo9wgCH7NEN3acRraAZOlEPZEmOzYg12/CZAuoyHwrvkCQjayFBocue+UPo3s/X5zj4MkmaiBF6XighczOH8/Dx7e3sT0HCZEKf2rQENKs647UgGz16nTDKRRTLdVWg2zuaPnhsbV7gW53CGh8MBXoeHh6OtoNve7NJAwfgAEj+wwHbUzoi+ASfOZZ0JGfZansHdwOdSWJfFvIGMcRtsIFFbW+tXnXFgQ4vFIteuXRuv393dzdHR0ST42Y4sd36wSdaLem2qx01bftqNgZAlBOTHtcjavuTMzRkPcmSzk/XS53cmiF85M8EfvQbHHLpUi3zBIsaLvPBBxsH8CIT0ZdJqsuFlJScGljeydnWOo+2F/rFhE8ROPiAFJrTWE3NH/sYNxm3bm8Mx+7zx2/JK1jtmvWzGmH203Lw7/GGOS51pokw/nd6MFNadrMs0XVqhHTsphmmmPcfQOzCaSbrE53FyrceMsaD0Xlvx2o2ZrwOiz20GbGbYO3+Z18HBwThGG10zaWcCOAZrH+fn05du+3CJxgSA8XlMnh8A4Qza57gsjNwJymSo/txjM+NlHtwnBqGgLWfW6MxM3xs4ugxv0kC/BvO5zAF5ONtHVsgP8He1oh/3RrsEsWT6wu3W68svv5w3v/nNEzCjHTN3k1BnSA4q2CYAZSJj4sXGGWcEZCkc9kE/fcmkgl3PzJMASfWkCbDJTjJ93GSvpTsA2dedcZH9MJd+shbVFebLd/ht44nnZnl2wHRVCJtv+wSLbDPOfsEN2yVY5yzNmR8+AtnGBuaIITKgf9u2n8jkNWb6xM4I2IzdG75MPhhfP6Ws/d5jMB496LjUQdPgi8E5LU+mOzYRIOdTPnGpiGucMXSZ0m10huSMxEALQ0JxZmpm7xiv39LB+fRDO5Q5vf3aTuYSJzLA0A2GyTorMrBzjcHO61pmr7ThYOnsjv+bVZNFWmc24N3d3cntGTjWHGExO8b5vHPUJTyTFD5vssCYPVY+Ozo6uvC6KfRE+15n8Y+Ji3XWAZlxODPHbu3w9OdymEuQTUoACdsuc7x9+3aefPLJCUmxTRFIXbpztmW/4zc24MBHO7YRj5Ox+t5n2uvlFsuwq0+np6fj/bUm0vYH+7+Dj0lCZyvWsfdP9HJKZ7oOnp3BtqywZcibgywkhDYYr8vr9D8XPFz18Dqr7RU9IU/67od48J3Lr9gE8kC3jVUmNuC3g2yvYTuIX79+fZKoOEnwrTboijZt/8j+8PDwoTPNS12eBYB8jxCfo9Tt7e2xhm+gMaBZ8C61JtPM1IDqsp4dF4W4hEDffnyX2ZjbdHnS/ds4nUF1+cJllM447UgeF9cZbJO1EeJsyBqW12sUXTp1qcSvh/L6q5k/4ETbLUdn4AZdZ9F+uovnaSBj7a93HOLsXRpEdmb4HC1Tr3EDwgQzj5e+GBtzc9m8qxy2UQcRBwC37yzTdt2lOX4j+9u3b0/OmwvgjBuAdxm4N4/QrkGZcxwU0Z8DgDMEMrnT09OJzQDQh4eHkzKyMzXbtYmofZdxOKi4zOjAbixw5tZE23q2T6AL2519wb7Zu0+HYb105DExLlexmA/lbWyV/jx3z4t+XLGgHQd0L884KQCjXBK2XzjgkwjMZbQm4ZajK2zIYa5S5YQJf7gfMbK+73Vc6kyTjMzg6EyijdDG5QzVGyRQCEJ1puX1BDMis3JncwZTM80G6gY6dn4lU5bEuFz6dQCiHTsoWREG0iVRnNLjdICxIxAAnBE7W+ZcyIozegOSnQHAmytNen2jA7ifiGPd2kHtCDi1GTZjBaidWTsIek3H8vKc6duZWVcHuB7QbLl7bdZAynnI1FkWuiC4IwfrwiBNWy57EdTJyvAJlwBXq9VYenTwdQmWg00wbUvHx8ejjCFFtgsTvmSduThLZ/2pg9ScPLC9e5FR+vQbXJyFMEYyIdsI+IHuLecGbnRo/OFwYOoKigkhffAdm2D29vbG+TmIG5fwFbJiCJnt1nhnO3KVoQMLcvZylYk3YzfxdJbpDJwyP5g1h2XWu7PbJjPWia9rcmFy0FWy+x2XOmga2Fy2cfaGQHx/ZLNjau8YN0/QaccDbJyhJOsnTgCYLuc42+oMwesYDo7cV2jWm1wEZcZulp+sb2OwISfTG6zt3L2e0AHOgOMsjHkkU+ZtIHL5mPb8oHWXpxmLszL36yyeMaBHwIGg3pluO43Hjh64b8+ZueXYWQxtOAO2I+L0PDGnAwDEyXYD6GDfLh9ahsybtTpn/NZP74TmHJNGyBCZAxmb7cNtNIBZR854+fF9dwR++0LbKXNxsMc+mfMcWDtz6wpMl4+7b/72vK0Dl+4b6N3WnF0S7LsPt+dz8HW3afxAppa1bbpJOfMwjtmPbFeWW5IJ+eFoktyY0Rl4l0m7mmc/Z7z04Tnbt02WOA8fQn6Nc/iESUbbw8MclzpoendZr9E1+7KS2JBjwwHkz87OJgHW6xZWmA0Cg7GBOctMMgEZK4jzaZMxAsYYg5mXDdHgzeEMx8CYTB9ZZsdyYHYg7IzBB5/5dU4OGMiVJ80wHnZ5cr6BkfEyRmeYfn4k4+uASMB24HF5kMMbQ2iTnZ4GIewMWbFmTqD1g8WdpXKux+6+DGjWm7NrZ+ndhoHeTBu78fzJkrB77Oz4+HgEXz/j9uTkJDdv3pxUNEx0sJGuptjHyAawNwOrx4CN0aazJIKVrzNxoQ/7jTPguQqUiaUDu22K/hu0ka+DgAMNenAga51io4zBj6k08UH2thUTFvsIYwGfaMdy2tjYmGTUXp7yso+JJmN1dep+MnOWybWNTx6Pfd1+2+Snyb11CrFdLNYP13CVxeVWz8sBfC4Tvd/xewqawzD80DAMq2EYflifDcMw/EfDMDw9DMPhMAz/fBiG99V1O8Mw/PVhGJ4fhuH2MAz/zTAMT77a/rsU5zKIszQESAZpdogBejHcDkPgQsj04zUnK9dOlUxvxbDxGWD4DEMyU20G3rehMPZmUc4CvKbHepCZJP0byF2ec5YFQACYZoTOoBwczIxxSp7r6XUjBwLvskOnXiNzxgagM07A1CVR6wWgboBzwKQtAgsBHFmiG6+n2/nQpzPDZt+Wl8fF59geh9dTPU4/PaltJFmDF2M3OTHLZzPGs88+m2vXrk2yRAK2qzO00dluMt2t7uDDXLFXt723tzeRj7MfwNDjtX1bPl774jqvXdmOnXn5b+aJLXonLHoli/eO1M78kmkJEX+1/Tm427bAH9uwscOVBkiRMz6XMU3amT+BtJc5CNi2V9owqcFmCFrOoI29bsdztB0YV30rSicfnOs1b9oiU0fefO/SL7K0j3F0P/c6ftdBcxiGDyf5PyT5/9VX/2GS/yDJX0ny4STPJPnJYRge0Tk/nOQvJPlLSb4jyfUk/+0wDA/3HKO7h0HbIG2luOThTSkOFs6QADMrxGCIMXkH3O7u7oU1DwzI956hLIK3Mw0HCRtCBxTKLHzmoOm3u3CtgQCDxcgNLMwToDZbY57J2iAtZ1/HuMyYmT/nITuXJs1QvYbWhANm7gwYgAUskZUfKWjZ8r0zJTuSSUIyBbMOfowR/bl/22kDqTMaV0QcuL1u6+BrIgHY+wEWlr/lzlyxH+tisVg/Lenk5CRvectbJgAIoAGofng+pd25xwc623SQtiyxGd60gcxdzvUOUH57vMhof39/nLczWMbvsVkXJlLIxj6CjhkHDxd3Kd+yZvxe3+Y7k3rbWusO/Egyuf+Wdkz+G5/4m7FRaUHu3sfBWJkz5xOYOLwsghy6LItMLD9XkgiKXq90UkA/9o/WDUQGu7FMmoQuFovJnQgmtMjBVYKHOX5XQXMYhutJ/naS/32SF/X5kOTfS/Ifr1ar/+9qtfpckv9lkv0k/87dc24m+d8m+T+tVqtPrFarzyb5y0n+SJLvejXj8GYTr/1gAAZ8HJ2SLIGBIOPg4ft/nKUl0+3wzki9vpKsd/Y6Y4CVd/bgEo7X0DAUs00HOMbTGRKfO1gjG2eGXl9I1lmfwZKn+9A2jsy4k+kuSUpOZqUOOC4R8R3OhxM5E0a3lk+y3qVqMsD9lZSCXfJma7sDYwe/fiIPevR4bRPs9nSW6UDsbMYlXECDvtC/Hdr9LRaLEaST9dOGXMby48w8L0iDCYUJJrbiKs2LL76YN77xjbl27do4FmTmkm3bIHPb2dmZgKp1TGblfQEGK2d0+IvtaGtrK/v7+xNSY+J4eno66t9ZKPPvzNJ9z/kyMvT6X5KxYgOxdEncPm4C36XerjwxJjAA28YuTUBNBhxEvXTQ90yjG2xzY2Nj8lYV26iDsatMnMe53hHtyp99jc8Yl99S05mqbYrPff+t8dBVF7AMuTpwghfYL/PFvprQPuj43WaafyPJP1ytVp+oz9+Z5E1J/gkfrFar4yQ/neQjdz/6UJKtOufpJJ/TOZNjuFPOvcFPkkeSadmDYIjCURyKZn0kWWcYdiKzUzukGdzdsYx/YxAAAQbYgEXQhtkwDhzKJcpk+nQiM+RhGCZE4fz8fLwn6/z8fLzfsW878RqSwQTGTNu7u7uTzNpZq8u/fRtIknGd8uzsbHxyEKUfrx8B8F6LImsxsJllu2R2eHg4jhfZ9MYTP+HDGZJJRwcBvwGe+ZhQUJ3gM6/BoAuAIVlvrnA24PKhiZdtjbkAcOjCm80ANj9n1gDq7IWxmCyRRfihCiY23Kz+ute9bvIgAdpirJYn+nHZzZ/hZ7TlpQB8EkBlPs66kFuS8RYyfIEgwLicjSJnZ11zmYorEiYFzlAcDF0dsU91hQKfN+EzEXM5GZm4+tAlQ2OVM0UOBwtnk4vFYvKqQldcXOVB1l5rxU9cZbDcXQZdre48vs9lX2fyzmjtu7Yt4ypyR+bWKeN18He26WBtQm5fsf0Zg+93vOqgOQzDX0ryLUl+aObrN939/Wx9/qy+e1OSk9Vq9eJ9zunjh5K8pJ/fSjLekIqhW8kozeBodmxwbofqTQJWAEp2CZPDwZA2OM9MCIc2g7ayvXbqEpEdy5kIhp5kkp3aqM2Unfksl8sxK+hA73F2purbIJA/YOZSIIEU4PHtCJa11yCSdemw12W41gZudt277lgvc0nZWSzjIAvGsRiP15wsM88TMLEjQwq8CcT36PrF0QQAwI9+fYuGMzKzZWc4zMW/nUm4LNblZNvp2dlZbt26lW/8xm8c7ZYgvlwuR3JGe/w2ofMaNnaHXp3JIC9n5t5RbXDrMh9jQM5c78oKT6vqtUNvBHP5vrMPiLTxotfH0IeXf6xvsMhBkjmaWLjiZdvExv0/h/u3Lgk6zqhdrm6bhJBTKUJX2M5cgIGAOWtzNocf4qtdZXJZ2n+jd2yxcZJEwZUdk3IHVmeobY8mJh7Dg45XFTSHYfi6JP+vJH95tVod3efU3r87zHx2ofn7nPPXktzUz5PJlLHN1bItKDNPs1wczoL1xgSvmZqN2skcfDFWdo06+6Btl4796C4DuksdzNXAz/z8glU+79dbNWs1WBIkGLdfz2WDB2AsTwDB2ZMzHfeH/L1xwfMFjDwuBzHOdzWBuXtXrIPq7u7uJOA2yzVYA3YEFAiXqxV2XmcKjN8/Zs8O5ujRckP2fgAAZITSPu1YniYzJhw+n3VCiFfvLPRmKe9o/jf/5t/kfe9731ieR/YmPM6MsXk+94/Hei+AS+6AtHf0ti84Y3Xf2ADysQ2QXdmPOst1ducg6vsbXQWxLUB8AGfLHgLQVQ36Ypxd7TLRclaOTJC3x+EKh8dmO8R3sDUHVTJE+1frCF8yqbQeXPWzvJ05m+DQtm9JMkmDYGN/2IKJsEu1Jqlc41u9ev3SvmdMftDxap8I9KEkb0jy82IeG0n+5DAMfyXJN9797E1JvqTr3pB19vlMku1hGB6rbPMNST491+nqTon3mP/pGwaJ4RL4nIK7VJOs1xr525mXM6wkE6ZjITsYmL3SF5/DaJs14jBeq2M+zvTs3CjXbLcBCKcFIB2ckjX40CZz52/mMFe6IGPkvNbFvUpM6MXy8m5O5oa8GbNBxOUW5ujg5DEY2N2e17w9Z4O6M1Acy7suyVxwMvd/fHw8yTBdAWnbMnumJG6d2dZsWy5hogdst7N6s3m3a9v2vF2iS5Jnn302e3t7efTRR3NwcJDT09ORUAFEtln6AtSS6W5G69TBxcGeh8jbV/29/Qg/7oBs23ZAcdDtgIntgCded2U+tAHZQG8OtNYd/SLrxhiqMj6YC0EHOTqYUGY1EYMc4SsEQ3DGD4TgcBZpG0NP2BrtMA/81rdvINNOToyvxh305qDvyhF6ACNNvrpP4ysyRM6usPX1ScYqDKTnq1We/anc2bDzAf38y9zZFPSBJL+RO0Hxu7lgGIbtJN+ZdUD8+SSndc6bk7w/9wia9zowHg5nMsm0bm+Q7UDUjNLlEs7DALxrESWYLfOZy2ttNElG4OU7jJ152PkxVLN4BzzmaPaWrNfhzM4xyGQKxjBRg4N/IyOMy09G6pKPQdFbunv9rTMjg7uDqktXyM6ZDHPw+puzYq//NBNF7r5FAuAEbAh0vtY78pCndecg2CBDME0ysnvkiKOb9HENAc7z9Lj9LNwOmklGhs41zqAhm+jl8PAwL774Yj70oQ9N/KRJiF9C0ATJBILxnp+fT958YoLmoI5t+1VjjNkZ8+np6WQMvgEe/dh+bNfuk3HZThmHM3Xs27eZMC+Xyk1WTH4c8JmP7cZY5D4Y62o1rQhsbGyMG2uQC/1i7xxuq9uc8y/br/Gryafxp8vM7avWR2fYxoQmjp4Da6a9PomtMXaTHQ7GiL4hGzxm8GGOV5VprlarV3Jnw44ncTvJV1Z3dspmuHPP5l8dhuFXk/xqkr+a5CDJf323jZeGYfivkvynwzB8JckLSf4fSX4hSW8suu+xtbU12V2HcHw7CIEhufgMzc5IAWwE7UDpdmxAjMHMe279kozDJc9kne3B5D1O+porQSXTAEBpkcAHyDP+zmxddiVDcanSzNFMkvFJ/+P/jBHwIStbLpfj3+ikM4LOMJbL5WjIDuR2bjNyj7HXt5ypGkydmVsfDtbM0Q7vDLLZL7bkbLKzMmzM9z46YDiDNRlxWZKjbds26PE68+JwCR078E7vT3/60/mWb/mWXL9+Pbdu3ZqAKEEffdKHS4kGQWcevPbOBAE77adnOZtmbibFXsumtMtO0paRD2RMn35IhW3GmZMz+Te84Q25detWnn/++THThMRjG/TDGifPwUYWtNVlT/p0+dBE3deZpLYekDuVl7nd3t6t70Bv27B9dam48dN26B3d9muP0X3YZyEhXIcfkmzYL03+nG07czfuOqs2rj/s8dV4ItB/kjv3Yf4XuZOFvjXJ99wNuBz/fpK/l+TjSX4md4LqR1er1asaPeCMUVLjhoUAsgYeDjuFyzhmd15b8e5KK6uDUDLPmH2DPOfYOGGhLi04aNlJnFXYaI+OjiYPL2BMZ2d3drQaOF3e6izcjuwNRcgoubh2wkFmACkBZB2wDb6MwQzdzmQHx2l7Mwn3CeJwgD9jdqYPoNoR0YX1Qj8AEjJoB/MOTmcw2IoJmLN6SpGLxfq+SZfzkQmE7V5jZf62F8/ZJXV0ylo98vTtIZQNh2HIb//2b+fNb35zHnvssYmOLCcH87nDZWyuc8m7dWzQ4xwDNfLrJyVRHmfO+BDytU27AmJS4VIzfoM+TKqxMe/SduXHgcHrfoeHh5M5Imdf01mdsaCXgDjP2MHuYzCDQA+eoRNs1OQMHft+W2ODZWUstC8xHq9HWvfo0evO9pm2s76+iaD3KbT80aHJr/3RencZ+kHHcC9j/4N8DHduO3nJ7Mug2AberNOZkRnmzs7O+HBzl1KSTDIHBzzahzmjEDI7rynQp5mYx+jShB3B3zmr8f2kDs7OSAHFBh0biNeoXNpkLHPZs4P5ycnJ6JwYsLNKQM9BzMEXkJvLhJhzZ47OKv2/5ca1dgjmQuZgts1YvDburM39035XGhg3QdZ/G+xos7MSjxP50GZnJs7SADuX0K1Dxu6KB/P2bwfaxWKRH/iBH8hyucw//sf/eLzdB9t2lcCl7Gb6DqoOBs5MkSmACzEk8CGLJm9nZ3fuy+U2Gc4zoejqCQe23hkQ8nDAMDHa3NzM/v5+jo6Oxhd0O2AwT/uo9Tlnk+jN2bd9gHNc1gRfjo+PL9zf6kBjn2ZclidjRlZNalyB8jz5DB+B9Lla4UqKgxXyb79y9YzPLSvr0BUY5tF2z2/LFdt31Qh7vuuLN1er1cu5x3Hpnz0L0/BWad9HaYFb8A6YzsisCBRmIN3d3R3ZH211oFksFiPjc9nTP6vVKnt7e0nWC9LO9pLpq3BstM6gWd8y6zRIEVj60Wpc54DZwXBvb29kqDiSA7IJl9cfDNxeY8F4HXTcX7fteft/s3syPcuGeaAzZGynMqPH0cnskuk7Pbsa4D64Fnl2Vmg2T7uMubNI+tnc3Jxkf60zn+fvvVnE4zehtD6wIa47OjqaBMzz8/N89rOfzYc+9KE8+eSTY0AzIUjW5K+XMVy5odKAH9p28CfGbPm6OoHPIxc/WQoZMi76hkT61XTe1e5siWuaIKMj2wD30HJeV2SMCxBCV4zcJt+5fO8M2foA2wjGDsgOPrZbk2r7XvfPd9YN3yE7k2tnoM42be+dvKBTkzSXxTm869j+hDydfUMYnUE7gfE4OpDbxh52TfNSB02MxOVYl/tQtuv2yZR5eE3ETNeMl8NM3iytf1wStsH4HAA3mT4Hk+9xTIM4Bmpnd6lkbnOBDaVZrsG3SyIwMgI6a6YOvp7DxsbG+HjA5XL6BnaTG/rrDULDMIwlZGdtgJwDidd+XE638cNaATcyoTkSxfdcT4ZgwKIPt+/P+HxnZ2fy9B7slP7YIIZTz+mTc5GxgahL3e0Pvv2mMxwzbV8zDMP4FB/LYHNzM1/84hfz+c9/Pj/4gz+Yxx57LIvFYqws2L729/cn1QiCp/s1UTHgozt2pLJJA7vzxpImXg40fIeO+YzNHlzHuiLzNwlGbtiF++S4ceNGPvShD423NNleTN4g5tii1xnth34YgIOsS+fMwRm7z3HgcUnZpJ3ruN/WxGyxWOTw8HAS7NCdKzOQT+SObXuvQQcg5tSVMc7Hv+nTa7yuEKBTgqQDvauL6IFx2X46QPv+aOPO/Y5LHTSTTASfZGTLycWnXjgDdVZJOwjc9+nRts8lMLu0QJ9WAiwmWSvPCnbfjM+lUGcpBCfPq7OUVroZJv0YsHAsl018Hx4Ab5ZJMOxNLS0DO46Ze8tiuVyOAYu58I5ArvfOXY87yTg+Z0AGSZe9WP/CAbvs3UHK64A7OztjgHP5yPLt0vBcptuEwFk8BIE5A/IGEcuSoGEQQ65+FjIPQm990ybEswMzJOkf/aN/lEcffTQf+chHJsshJnp947qJiwlrB3Y+SzI+SYrrHQixcb7jfAciDnzXunbb9gXWAbtaY7tuAvvkk0/m27/92/PGN75xUjJ3xYrrCf4O2gRBk3TswySz5QoxpVrhzLwz5vZnZ778bwyECOGDvfZPRcr3F/sResjKpKY38hDs7G/OfDc3N8fqWy+j+W/Wmm1XfO4HbNiWGBNjwBdpB7L7MMelDpoGWrNDZ4HsGON8/4/QXKI9PT0dA6/fxEHg4nOzHPo/P7/zmDeM0RkVCnY5cbFYTB58fXJyMm5o2NjYGBmo19RQtjMNAoDX1gAWl1sALOTDd/SD43N+b4ZBBt6Egcy9IcpPRkIPAKCzfdp2KQZgZxzMFwBxdudNLnZWZ3AuR9KvMz8cyOye9r37j4dVWKa2P2RDkHbAwGboG/k1MDNuZORgyjicrZk0daUFubCmjnxdSbFekLnHlNzZNPTss8/m05/+dP7Un/pTec973jP2v7OzM4J/Z0nYm7Nhg5Y3c7jqgV3YJwyutjvr24HYdmZAB/T53MTPNmeAbkI6DEOefPLJvOlNb8of+SN/JNvb2xdeDu4xOPNh7A442JPL0N7UhJ4hfQcHB+N5yNrXukzqv02MfdeA52ksY0mHMbhi0DZjLGFOxiLOSTJWkywry963sEEe8CVXy5BZf47PJGvSiuw4OuA6iD7McamDZpczcTwMzQvNyXonX+8ec4nPoI5T+zDQesem15tQeIOVSxYYnUsp9M+43I+V6nnu7u6OJSeYJQBjwKJ/lzaZH+VESIFZK0Gb8okN2GBG8Lcs/TQaBwY7WZILmQcbHJwVE1wNhtYZJXr0PCfr1Wq9/Z+5G7Bg/B6b7330zlJ0wHxd1uK3dUkf7ei2Pwcy2wtjRfYmTNaxKxIEbD90gc99OENgzNieN53803/6T3N0dJQ//+f/fN7whjdMAB1AMhnxY+q83gcYOzia9DIn+yaHZe2xevkFUsD5xgXsogMagcfEiXHgg8xna2sr165dy+bmZt71rndlf39/zJAAePrGbh0ctra2xmzRejVpxHcgJsYwZ9Au+ZKp2icJViybJOtHfdr+TBQIaMxld3d3nItlxzWuujFHsAE8ctbXmSZzc5v8b/ujb5YRWAox0eSHuSGbue9d8VitVhcqEfc7LnXQdMbU2aVLZRZgst7wY+VYSQY7/scIvZ7itwigPJd5k3Vp0eyNfpJpAGTszmi8+899oXyYGwdjd2aCrHwPHG05iHB+M1myWMpCvVkE4HQ51mMys3MmDDi4hIcMMHRKtQT0ZrbMrYlFr+fieF5XMWhxjefuB6Y76Lm0xLhaL56zbdKZu0tYZuPYmjfOtO79UmgOfw95Qh+9ZtZVFgcfxuBg9NJLL+XHfuzH8p73vCff+73fO7bL7Stm+g4I/DhzcDBhjMwTgDaYOuCiH+ZL9oieaJf5keUjT9uo/bWrEfgJ13nT4Isvvpjj4+Ncv349jz32WI6OjnJwcDAhVHP24oDo6lFnWuCBy5DMwYkAWTvy95w8r4ODg4l9GDd7IyHYwOd+tJ7lb+JiIttz9wZCB1OTd9uFcQx/xW7BYey5SbL7tIzov6to4LDv9X+Y41IHzWQNKAjNzzG0AjEABycDDuBpR3Yw4Nyzs7OxBGtDagfxWguGAtiZYeOMcwafXHyfZmc0yXQbvwOJHcRA73Jol9Y6K/QaFm3bSRijQcbjsYPiaM7MkQuM1E56fn6e27dvj8SB8QF8BlPLwoHVJRpnRyYTZvJmt8jYAY//kYEzSZfEmT8HzmlgNAgZ5E1qGqg8VuZl4DKw2O7MyLssl2TyOi3kADEEXD/72c/mM5/5TD7wgQ/km7/5m0dQd9B0EHSF5/z8fAR+2veuW5MeBxmWSDw3Z7a98coYwNyxd2fVtGdy7H4J4NgQt9ssFoscHBxkuVzmxo0befe73z3akX3NT4A6OzsbsyIHfCpNxgwHEuNQZ5vIz6St3+lrvzUB4XPvoLc/NvlxQHGwTNb3CLu65USgsQPbN6nzRk7rjn6wQ/uHiRWy82foxMtKJoROCkxYH+a41EGTzAcls5HGzgawtFM4GJmZOytF4b730SU5zumyj282dzaRTJ+vyv8uP+B4vRYKcHlcOLZZnMuCDo4GCzOxZBp8uI6t9zb+JJNHpTkA0wZOkeSCMZtIuNzlQOfA6ABuXbk0zvxpiwzRQZK+h2H98mA7eJfGzVJdicDmmIP/pz/riOu9VtxBwePs4GFQQEYudbq052za2+8NPgapJJOxencxhwkM/X3iE5/I+fl5PvrRj+aJJ54Y2+xdrt71bRv3b2TvPmwHPrczB+zP5AWfatAehmEsUTI/MMMBag50GRfrlgD49vZ2bt68mXe+853Z2toaM27aNkHE52jT8vGmn/b5JqXYqysrzkohv8wV/2RzjUnvYrF+ty2VJBNey9W+5wqTK10u6Xqt38sFtmNsxVmk/ceysx856bFvWJYml7Z/+5VL/bRrgna/41IHTQOqFZ9M1xTMeL3eYeC1Y9jpnLnZkKnNYyh+8a5LBHMsiLYBFAdtxtjZmxmRAxUA6LGwwy1Z30NnA0F2/HZm7Pkma2cHwLyGYcO2HhzUfa2BHSM2oDqgOXNx1pxMS5kEYBwU4zcRQK6r1fr2pM7YuHa5XI5ZF+sczu67jEfbnjdzBrCcyTgDaIc2sbC9OrM1KXL2aPn49hkDq+Vg3eEnAJhtyWuWm5ub+cIXvpCf+qmfyrve9a585CMfGefA7ReMFRB3dku2ZZBkTCaqJq+033PvjI25eKOP7bsrOZZ7ZxquTjE+fGd7ezsHBwc5OTnJzs5Onnrqqdy4cWP8jDVV+xkkpv2f703EvJGLcZtEOPNj7u1ftkHLhH7YTY0vtU5MFiw7+kTffvxgJyGMAWx1Od4Bzf14WcYEp+3F/ue/HRS7+tNVBubifQpg+oOO10TQdGnJwAHIe43NjN+lQwvQbRvgF4v1C2V9r9fZ2dnkHkOzv2S6o9eMy/1405DLjVzr22UIihgIQdo7UR2Qk/XD2126cS3fY2RsybrE6k0GDjAGfGdUMDl2F3rNgQDJ310StnwYG/973ddA4mDuOdGnma3B0o5GO+yedvburASgc3aKLNHjcrnM4eHhhSyhsyVvsDJwO5vkf2QFQPkF5NZbZ/XIiyzAY7FfcG37izOMJPn0pz+dL3/5y/nu7/7ufNM3fdMoJ+Zi4oqOfGvN3MMk0B868WYu9IMc9vf3x5e5248dNEwurWvvAMU2bGt872cl0zayuXXrVs7Pz/PKK69kb28vb3/720f/su5ajw4u+Cvz808T/d3d3XF9HZlyPTJzls933olqmzs6OhorEuiD4Ot7oVl3pATuQEZlgtt+nAiAa5ZDk0TmzTV8ZvLo75rkt2+AybRjLGQ+TnwgAsMwTG6re5jjUgdNZ3ZOyVerVa5duzZZN2mWj4NRhuwdiZzft6TwUGaU6XWFVn6XlpLpVnQDs8ETYzPjoszh8lUHFubrLNnlDpdf/fJol3gBGL5j7hgW5AAQ8pqKszpnyh2YkCNy90YOZzoOpF2qYj0IFu0MxezVMjSoAuDI0zoy2aBtB2X6MRP2XFer1Viuc4bpdXf69C0EPrerDIzdwdAEDDBFdv2UKeRlG3SQ9Zsz0L0DgYP1yy+/nE9+8pN5wxvekO///u/P61//+nG/gHdqdoXF2R76Pzo6Gq8lM+9Ms8fMg9kNyticKysO0q46bGxsjLvOkZ/LepAfZ6+U7pbLZW7fvp0vfelLWa1WuX79et72treNu66RORmnCY0zK5MpZ/jYnwMRj+ujUjKXhdlWeRav/c5BEDvqt+KYtJlYUp3hnN6sBZY42CF/9MrymUmN5WFCh70xzl7X7xJs6xxMcbVvtVpNNvaBgbTVO/jvd1zqoMmai9kMRuiF++Ti82LZ4ODt7ziWWUdnnijJZQT6aXbF4eDmTKpLZWaNZlQ+j8OAQlbn8pOB1E6a3HF834O6XE53Ujp4mPUjC5OTJiIOcpSpDCY4kG88J5DQHlmEMzoHUZzfesfBHMDQn8cJQWAODmY4GYCaTMvbgD1t45jsrnSpj4dzA9xdrrTD2j7QdcvW9tbyZ+7+vAPk7u7uuOMWvbuES1Zskocv4BdckySf/OQn89M//dN5+9vfnu/7vu/LzZs3x0oG/Vrvrh6sVusn5Xg3Ma9qYly2WcqAvm/TR2d25+fnF952hA4JIPhz7+Q1IUV22MJqdee1aScnJ7l27Vp2d3fzgQ98YLzlJEkODw8ngR1b7Z3TDpgmdNikMzF/Dzkz4WNuyKDxhiDhteYumdpefTsGsujM2OVrV7+8Ts9Y8B3Op2JnUkd7xjLacIncdu/x8ZnXe10tBDeQrauDD5tlJpc8aA7DemOHndU339thyZicEbothG12DfjbsObKCS5fAjguhyYX32JucEdpnRkn01cbNfNudufyBszbAddlIsbpnX7dhts9P59uRGFNw1kI43WwwKFMcMhiCKyASQd+ZGp5JOvyO09qYf2xgYjP0AfXmkDxN2UvBxxYtcujlgdg6ABkACK76XsGrQPbljNNkxcqIg6krWuXRvkeeR8eHk7mxXzIqsgWuMYPY2i7I9v68R//8ZydneUjH/lIvv3bv320Jwdn5uxKRmcV2IXB3yRsa2srh4eHYzsmEbZR67SJiP3Z5I/+Ta6aBDkTxo6fffbZvPzyy1kul3nsscfy+OOPXyg7O/txWRb9mRA7CzaJNqmmjfYHl3L9veeFT0GOvAvVS1bYzfn5+aS87gqUsYi2ej3RNm9cxOYpEdvGsDsTdxNa5Oc5c73/99PTjDnL5fqJRp2tNobd77jUQRPgxviSNTPyvY4GT18L23IZzbVyZ518n6xZWnLxjSRmds3YMSiucWmDcTogN3Ocy0BsJA44zfY8P+TjuTrj6Tac4TpbWK3WN2G7n2bRzJddfFxv2bnM1LqxYztjIKNyxmf5EUwASdh/Bz3a8y5OZ7gEdBMgCIPJj4Mo19Euzt6begxc3vSxs7MzGat3IbpEiz0yJsboTNYZlYM6fzvoe5cncyIzxBaZ95e+9KX8zM/8TJLkz/yZP5MPfvCDuXbtWvb39y8QFuZiotQyxm+YD/2RIXTWxVga8PAPv1jYRMwgSpvo3vrg7y7Nr1arPP3002O29Oijj+bd7373eL2fwcwcuuLlrM1B3rplbO2Dthv6RAbYEPrqKpNJr9vHzsgaPZ4mMQ7i6Id5YitNHk3ye2nE+kT/PseYgSy84cvZt3WLvjx+7MebAcGxPxSP0WshObX3zi4Mie/52yCJoZh1YRQNvhiCsycHHH57FyuKseH4DfaM2+zRawBWuB3EDpPkAjB2sEQG3hBCn6zLMO8mAiYHDk5nZ2ejwSFbDsujt3QjP4/PzgrYMm87DQ5uh0OnLjGaGeNIBLNk+jCIrgIQlM3wPQ5nH17XYYwAEbLBWZmry0gOHMzdm3cc4GzHEEczbuyC8qArIQY7+0ayfjcodk4VZ7VajaU1L2lsbGzkE5/4RJ599tk8/vjj+djHPpbHH388h4eHk8zS+qU06nUyQNLLKtiYKwEGXGTpuXeW5owMomggdcBFNrZjNlDRp29je/bZZ3NycpKXXnopp6en+fCHP5zr169PbI22XcVYLpfjg+l7jLTN0ZWiJrWc60yV9nyd7Z7vqZogV2eN+O/cTmR+G2vBAFdd7C8+F9lz2N65xj7YAc/kaW5zj6sIjLdxwEsuTqo8rvsdlz5oGry9QI0D9fqVtxWbhXIO5xsw/DYAQNDl2GahDWJmUAQdOy9/E7A6IPpAsayh8GN2x3kOpp474yWTYw0PozMr9m9IhnfGkjU4uHgjDTKyvB347fxmvfz0s3opG/G3Zc9YW+8EXq8X9oP1ARe/bsrkg+9xbmd3jLnvOW3Wy3h8WwH240oJuvdOXdqgbT8/1puAknU24beWmMw4E28ZUJbllgL8yjbF9cfHx/nyl7+cn/zJn8zOzk5e//rX57u+67ty48aNnJ+fT27oRy7M0SDOnBgLQdl+46dvIUvsxTLGvmxDgLkfJMD8HYwcbGiTgNolvOeffz7PPffcKPtv+IZvyLve9a7RJ8APB0sTWmOK52V5m/Dwg42CHeCLy//Oxk2yvPRAv14/bt9Mpo+9c3aLjOyzi8V6Zz8Y5izZQRb5s85qImgduyJBu67iMQ4HewdB5OfPTKpdTfhDcZ+mheLSigOR2ZSzS6+7ALAGh2S6ucdP8qENO62N3sAIWAP0LtUsFovJmuxicWc7/dwuM6+ZkaV6bjYeDsa3s7MzPu8SBwPQzFI9Xv9OpsyNa7wuxbwcpJ1pdEbIuMjUGIv7IZB4LY7xGID57Y0ofv2WM0vmzW7gziwNqP7f5MlZG+Nx2ZRdep0RQIhM4pzp8LmfBcw1rQM7uNtkNzPZnAGIaw3W2L1fYuwlD+YJIejSXJL87M/+bH72Z382165dy7d+67fme77ne/LYY49NsmmDP7q1XXDbGGPFDw3OJkfIxeVu5MA1Ps+7Ka3DzvbwDz4D0LF3NrHQ3unpaV566aW8+OKL+bZv+7axvMl8OnAkd3aOd4bM5jdkz2d+XCIYYTl11mbbsj938LJfopONjY3xNibK6L1Bz+f205jQlwnazs7OuCPavmTSyRhpwxU9twt+mbi6SoO+6Z/KWd+ahE06gEM+H+a41EETUPEiOgDA4V1dyRowevu11wK6rn98fDx5xqtfZUW2ZgaOQrzO5TKD2aHBerlc7zDzLSEuLZAZuozq9RdAw6yOXYk82cjkwiUz+k0yCdKc74yGIIxTmSQka5ZsYoP86ZvswVm4wcFkwUBqeZhweBMV7Tu4mVEbnA3u6G93d3dsx2QJnTGWZrOdAQOeyfq+RZMUMjKv/zabdlCwjl3C5XvrCHtjnCYR6Jr2XAJmDAQJfA1524/wlX/wD/5BXnjhhVy7di1/7I/9sfzZP/tnc/PmzUmWRLsGPsZJW35FFnN0luF1YwdMQJz5GrxNWJl7+64zeuaJr5h0Q8xu376dz33uczk9Pc3+/n4effTRvO1tb8ub3/zmSYXAgO7qAvbT83d5s3fpm/QgB+aBbUCamngwb/zZAZs2wTrG4yrGarWaPEhlGNbvv7VM8QVXRnhxg+XgSp7L9OBKl6Md9NFxV+JcXTg/Px9v0/GDbLB15G5y4A1E9zsuddAkoGAIGIxLDi6L+Tq+70VqGLqzRsAHw8UBOb8ZcbKu8ZsVmgHDVtlx52CGIZkNGkQJDnMbVLzon0xfuO1ARVtdHr59+/aFZ4Q6U4BxMk4zvGS60cDMn/4Zr9dvkZ93qjYoONPojKKz+Lns2CUj5Gk5WMe2IWTMHAGJZP5WCmeTZLQmIz6PuTRQ8b2zCJfP0AEBiza77Eu2AkgBMozHpAqdOegiC+Tr2xCQId9//vOfz4/92I8lSW7evJnv+I7vGNc4eVNGZ6noxBUKB6lefiEwNplyxmD9uNTX5T+XZk1uvIHGt4wQCKnwnJ6e5pd/+ZdzdHSU3/md38nzzz+f1WqV973vfSMuWFb4rQm8qzS2C99WgX9CKIxB6MmE3IHapJAfBxVXQ9CnCap3meNnjNfkjTFYX8bDxWIxBjDGSDbuoEeAPT4+njyI3pmxs8UmI8gJHXaVwDL3GioB+9q1a3mY41IHTa9ROFuzQ3qziJlalzbNNlGIjTGZbo03c0WROBl9JOtnb9K3FUnbAJ6fo+pdtQZMZ0oOyGaQnqOBiWsIHs4KGXezfMsAYsL7Ny1T5Gfj7PUydGMSYL0RPCwnzzOZZlvOmBs4PRfk3U7kjA7AsJxd1nUWSP9zazEOLJA6yApkhGsNUlznTQoGN5fYTDrcPzZIm5BIl3o5x/fJ2h8YuzNxPxwA/brceXZ2lt3d3XzmM5/JJz7xidy4cWPMOH/gB35gfLqOiY0JAbd4EDQgAr7G5Txf5yyEknyX3Vze8/op9to371vm2JN1fnJykv39/Tz99NN57rnncu3atXGPwTvf+c7s7+9PiHSve/uZv967YLkjb/uhdzZzDvpytQkZmiCgoyatJvd+ly/XzhFeJyGuQDi4EUBtg7avZP0ScQdEvsdeHcRp1w+N6KqNK3C98cuBHv+zrbAJ7UHHpQ6aMGkHPViGb+xP1ozPjD6ZPsfUC+VWhstYtNk7cs3y6L+DOO06w2VsAIUNP1kHX5dgrHwrHZbloO9aPePsDNVsnPYYf689OGt2xu03yHRwcZbvMqYzXWfSOHQ/Q5fDJctk+oYaxrW7uzvJRlz2stzNqtEXDNhZRtuJMxUDsNeqIBbWD/L0C8cNEr22g70xFpMAkxmDFptemCOgiHyaXAGYcxmb1x6ZA+166eH09M7L23/iJ34in/nMZ8b1rw9+8IP5ru/6rvHhCi4nW//ct0cW7IBscsvYnB2a/HG+yRh2ZwxomTEW+wQyhgChJ4jjK6+8kp/4iZ/Iyy+/nOPj4+zv7+fxxx/PU089Nc6R/QT2O1cmOpB0Fu2skb+Zi3XbPkHb4Be7gN2Pyb/HR1/IGtny2+SDYNrZexMQY5aJmpdl7Ltd8jWhdZ/GVstutVqNQdnzNmHi4Tgu+z/McamDJoCBYJL1Nu1+RFQyfYO5a/9zTATlulzrINVGixMaCHsdjfG5Dx/NJgnMjMHlimTNog2AyAPAhu3RprMSB5Fes3L7Zo09tw7ifd8s/bqE7ozHmZgPdGP5mQAYHJGrMxLvprMNGFywA7NyAzWy9K0GBo/OEAgIZuOAbxMnxuFytoEGeZkRtz0DBl6mIBMy8DO2tpMOPg0g3BIFMzehmQsC5+fneemll/J3/+7fzdNPP51HHnkkwzDkT/7JP5mPfvSj4+0czuJMZrx+6fIi43Imhq1585eDawck260rAP6b+Xkc6IOHK1hPOzs7+bVf+7X82q/9Wm7fvp3z8/Ps7e3lW7/1W8cNNWTnBHT8oSs72C+fmwgyf1cIkowb+myXVKzQh0lSV7eMHciZqgB66gDp4OgAij0wJ5dOne2aeDeGJOv9F7ZPV0TAD5fMmSfkhPGYxPvHMmkS9zDHpQ6ayfReIGd2CKwVTVZnZZj5mLUQLGzgNgz+N3sBgJwVukRsBwEcDAY2Yg42N7mU4wyEOTkoYmBer2omaLaZrNfNmm0CvDZiExGXYTuLNHM3o3fg932MzSodiACNBk/bAW3aEVwVcOaRTMvIzJ1+cHKAiTka8GnX8/UGL/ozi3XfHr8rFQAH4+B8+vbam9t2wHa534+fsw58vmVo32Acngs+5SDDTs8vfvGL+Vt/62/l1q1befOb35ybN2/m+77v+/Kn//SfHgPp/v7+pJTmDIqA6WpLZzN8ZxszWcM3kasJh0mfy+HOPJOMu7u9lLC9vZ2dnZ0x2J6cnORf/It/ka2trbz+9a/P5uZmbty4ka//+q+f3K5hUtpZ22KxyN7e3uR2F3zC/k5btj37DQSkSSC+w7nI1FkZAcSJBP2ZZOJPyMxYgU4YgwOiSXOSCXlGfyZ2fhqRcce6MplaLO6859S64m0uXZFEXvz43tyHOS510DSAcpgtuKTFYcD11nIHOLOkZHo/F4LFgVnH5HOyEgOijYV2GQclgiSTAOrz6BfnsaFvbGxMHg6eTNdxXHqxo3ntsh3D67TJtNRs1u6sxGDlLeHepMOcGJ/fJOG+zf49DtprvSXrzJzrnG1Yni0bl776fHTnncTOQJw5eg7eme1lAuyxd01jL2RunqPLc7BogobLaYy15+jM0D7B81QhV8wde7Yctre3c+3atUlp1nND5gDYxsZGfuEXfiE/+qM/miS5ceNGTk5O8p3f+Z353u/93vGRczwhCl1yvW8xYgwEKvrDTpxRYgfeENWlfuzEZIn5uzzuAE2VBxkzhqOjo2xubuaXf/mX83M/93P5yle+MpalP/CBD2R/f39CvNvnGC+VIVctGIttxTaPnvi8M2TbtPHGdoBsjWv2YZMO68hVAO8IdyD22ibt4Ncem7HIdudKFOfwQz+NY4wR+fmh9b0RyL+pIvDZg45LHTT7pm6XWfb395NkVhAIGeMyy+1bLXx/pgOV+00yMWiMjEA1V4bwmqGZNQZIhmDgcHDDSU5OTkalA3q06zlhjC7l2XA6YLkcRnte2zUT7dKL73c9Pj6ePE/S2Qk7SwElZx604zk767EemU+P25mobQFG3gSIHzszoOH+AWZvx7fdsKa4WCwmzy018XC5C/thvN4R69I62V7bmsvdPEcWeRqINjY2xkcJelMS7ZhMYosQQj+z0yVlj5tS5NbWVnZ3d/OzP/uz+ZEf+ZG8+OKLuX79eh599NF8x3d8R37wB38wb3zjGydZ1L1AHJuzHAyQrvi4kmN/Oz4+ngC2ARLdWN7L5fRpQdgt8/TtCcjxs5/9bG7dupWNjY1cv34973nPe/L2t799oneA2/NgTPiP54YN9a0vfpAI8+hsEP2bFDrDMnkAT+xX+CWVDtupKwDOjp2lGx+YqzNbYw7n0Ba+6QpWMt342To3ofI4PXY+b9uiT5Pl+x2XOmgCvCiFckqy3t1nobZgzFJ6wdqZI47lsp8BF+WajVo5fOesC8AgOHapwjV3s16z+WRaxrFTGlCYh79rwKMPZxrtwF6bZQ52fNr0eqZZJ3JwKZB5OiNyBoee7IzogPuvKImbac5VBpAfuzXNUCFP/O22nDk6Y6c8lKwd0OtBDviWAyVcM3Zs1oTERMAAYqJlu3P5zGu8JmsOEC3TxWJ9a4zHurGxMWZCtk8DKfOHuB0eHmYYhvzUT/1UPv7xj+eZZ54Z+33/+9+fj370o3n7298+ysF6Qzc+GA/lUXyFINe33vRcsQ/ri8O7O+cIQN/P6kCAPTz99NP51Kc+lVu3bmW1uvNqwm/+5m8eAx76Oj09nTwtqB+12cSB8domWC6wnXONA6PXnL2TFPthcxbY1ssG7Q/2Cdsl7TG+9k/jo7NWj9mf286a+Losb4LjYGt/dikZO+OAJHieD3Nc6qBp8ED4vT3aOxitLIzZwEebrpOjQLdpFsU1jAGDpsxGECDwuLTA+DBKjGyONRsg3T+A7sMO53JIj9mBsXdJmq0na7ZnWfBgal93enqag4ODUd6dpTEXrwV38EIe6JbxG1xc7uENJ17bStbPTvV8kQnkwMGnsz7Ob9B0dobtuJREH87MsDdnDPxP365imMg54zHZoB3fT+dSpW2PPszyXeK1H3gnt+doPdIfv/00FebFK7L+2T/7Z/k7f+fv5Dd+4zeSJK+88kq++Zu/OR/72MfyR//oH51kCb6f0zp16dYEycGecTmwLRaLiU/ahjm6BGo9+lzIDvIy0To4OMinPvWpfO5zn8vR0VEODg7ytre9LV/3dV832ayDvWLPLuPbP5wZ9ia5/t82ZHnZpn0vMLLziw58LuO4Fwm2TFwdc5Dv6gdB2Bk/sncZ2SVhkwL6sb9aPr1T3dUVb2IzEfRcjLEPOi510ESoMBgCiJ3c2V+SCfgBfA5CDhJmn3NPGeJ8Zx1+SgalMAzMoA1AdHY7B3J8xpMr3J7XtVC6/+Zw8LLRG0htuJxvgOgMjHUP39Jimbodg4CzHpdiyHSd4TrLBaT58fox/VFWIyhbzjiRz/dTV0yqkkzIDWOxfcFyIQ8O2GbkBnrG1XLyA9+7xM64/fYMggS2aRIxpyd00MTCv7Fjqhe+d9KA3CViyni9CY5bcI6Pj/PzP//z+dt/+2/nX/7Lf5mtra288soref3rX5+PfvSj+chHPpLHHnvsQhbN9dYJfbqc6dKiMykDrm/jsA1iL3Nkw1knfSN7Y4HvKfzxH//xfOlLX8r29nYee+yxvPnNbx5tsAG8fdzrdfTptU6uoQ0/59U+Tru2axND+jDx4HuTNvu0MYnPkZHLul7DN5lmnN6R7WBr3zOhIdg6eXGbTaK8XILO+dvLbLSLPTxswEySwQZ5WY5hGG4kecnlTQIcSnHJyrtOzWRdckBRKPJuP2MJhSf49PqmMz2uRcFeF8Kwd3d3xzEuFnfuSeJpGZxLG14DIDh545EdoY2f+dhBDPhcAzBaJi6NbG9v5+DgYHQmBwwC7Onp6eTF0d7y7iyyfztgmh0b1FwGYtzIjsCB7OiT7OLg4OCCXJwB2jZweG/YQu4QIAcky5H2sRtkwZi4NQJb8jhsf7YtB3XOs331vM2WDXK+nYRAwnh9T6mzziYP/tt+YsbOZ+iA/50hYCff+I3fmD/+x/943vWud+X8/DyPPPJInnnmmfz9v//385u/+Zs5ODi4EJiTO1kJlRkCF3rpqoV1Yx9mcwjkwHOjtDyX+QG+2Lyzbdvv5uZm3vWud+Uv/sW/mMcffzxf+MIX8vGPfzzPPffc2D5r+fTZMrV/Wc7YSJNeX9++44wR+fk72xAklrk54BoTXP3A7nw+NgBmeF3RwbkzPH/m8Tj4YqttH03YOFyS5VxiAPLER3XtzdVq9XLucVzqoIkB8YiwZM2knI2hCAdSLyrjCMn08Upm5gTkzkTNXDCwnZ2dyeYcZ2Uo22uHjNsGY5B3Fu2yWJepHKAoD/teSIwYEO1S39bW1vhaJwIJMnHQYo5+ioqzMI/TwZYgdXJyMtksZN2YfdoJWYf0QxY8b4+FufgGfxMZM0w7rfVg57fDcjjI2F643vKzPrrkaeAAJAykncE6yDkouNpg8sOBvWBPjGuxWIwZO5+baFk2Bmo/wcjX+vC8DPSsE77//e/Phz70oTz55JNZLpd55ZVX8ou/+Iv5uZ/7uTz//PNjhujHt1knHo+fOoS8mnxisyYdjB0/Qq/YKm04+LoK1f7KrWEf+MAH8rGPfSyvf/3r8zf/5t/MZz7zmTGDv3379niNNwRiG/hs+42rJLYJBy/r0Nl2k0dn5gSPlokJqm3fGNty29nZydHR0YRg9lpj260rIU5GXHFgnF4GcLbsbPFeSYTP4//9/f0xKVBwf+0GTYRiYGYNKskoeJTSm25sVL6tAqVZ6AQ6r/01u9/a2srx8fG4PZ6MMlkDjUudNhozW8719y43utTg8XudqzM1Z9YEUDsO59s5GDe/u8RrI0/Wr/rxWp0DE+fTph3d8ulyktk0wbNLMmaOgA/ZgQMw5TWDiYO2iZTLW51lNEFJ1vfOeXkgmWYAjAWQR1YOZiZr6LrXvpmv7Q8dIDuP1faFXjq4GExsbxyAltd1XQkwkHspwVlmV3Ru3LiRD3/4w/nABz6Qxx57LKenp3nhhRfy0z/90/nVX/3VSbVA/j/JlO2Trs4YSJ0p0UbbH9eYyDIv3+LhNp1RIXNs+du+7dvyLd/yLfnt3/7t/NiP/Vg2NjbGjYvogtK8lyVo2/bIOI6Pj8eg7uBge259oyP8yrboLLllhp678oD8TP6MBfidz2vbTKaPpjTeoCv7l5cpIKDepMlcmIcrLOhlc3NzDOhN9AnQdzPx127Q9NNAOhOysQCUgJAZtzdwJHfeU7larSZlnG7XzmOgdr9mYBgxQbczGRzfz3Pt0obLoUkmmWqvhRg0ATrWP0wU7spynJM3hfiWFweFZJqNG7hdXjG42LmSTErdLp177gQHP4/WjNQ68Q+y6rl696JL+iZJlBG9BoaMnEUib44OcJ1NIiufizzRF+OcK7G7bGdCgF35FWA+10TI2QBB0ra0Wq0mj68DZLnGdo5NuV3OdYYDCLkM6szNQPfWt741f+JP/Ik8+eST47h+5Vd+JZ/61Kfy3HPPjbKB6LGs4NuVhA/jGLtcZ507W/X8nH1hF531GcBNLJN1Jn1+fp4/9+f+XL7pm74pP/IjP5Ivf/nL2dvbG/tkh7EJm6sIziwJRNYv4/OaH/qA3HhufOes1sGybY35UMlDXyawHSyRi3Go2+YaY6+JEL7CmCFcEEzvU3GQtw2anBsbnEShK1ftHiZoXuqNQF6AtiAQgMEd4Sfr3XJ+OIKzMAyp1+8cDAEsl0M6o6DvrqvTplkR57pkigFg9N4hyDhox89+9VqajdnvTGTMGNf5+flkjcsbJziHzMFBamNjYwKgODlBj/bMOP1AbsbrMjOOxe4+5ulHXnlsGL0B31lUz89EyLdnQJaanTr4GMD8VBOyC4IRunDAcObq7BBnnitZm9jxP7bHWPicnwYL5OvlAsvGwGNCYALj8qt3hSMrZxx9GxhExU+n8iaN8/Pz/NZv/Vb+4T/8h/n0pz+dzc3N3Lx5M0899VS+//u/Px/84Adz/fr1CUiiM2TtW17Qw8bG+uXslol1yDy9lMHmLhNTl8f9tBrsAr274nV+fp6f+Zmfyenpad7znveMoMz8e8OdMck7tu1XrkZhE71sgB05GDJuf46f2a+apOM7c1jI//7cvurlINqxL/hgTr6P3DbsJ54xby+30a7l4YekYJuMrednzH7QsfngU/7gHgjNDAiD8II+pS0zHDNHBxIc287VLI32k0zWU82ikummomT6Gppuj0BiFmkDdDbG2D1fv3CVvryWxHwANQcAO6UDl7MTHBnZIVNnPhwujTowOLvGKcz8na15gw7XoWPG3htvkovkxYBvssEYICwer4O+syhnSIzXfXdp1nbiMr1JnbMkbIM5+z4ykyczdMZNVm592b4N5p0hAULo1oHUm5O8TEDfjKvL5c4syQiRETJ2FWNrayu3b9/Oz/3cz+Xk5CTf/u3fnje84Q1517velccffzxPPvlkPvOZz+TWrVsjSex1uS5ter47OztjRt4Bt/XmTM87vD135kG/BGg//nAYhrz88sv55Cc/mW/91m/Nv/23/zZPP/30OF6DNG14o5/1ZPtz5sQYuJZz50h+k1LG4ODma7oatlwuxxch2M9NyE2InQEbA7xm68BuAszhcdhejbXn5+cT/YJVxn1jgoOkkwpj9f2OS51pOmAkmRgUrMqLyAiUt1jAVgAlHMmZVDINZPThUpXZrA0Z5uTyLWNlvIyR/836vAZgEAXcaHu5XI5P7nA2wTjtYGQBXstgjmaxZn2cY2MzgNhBIQqUzZCLS5G8Rok+cRS36+wKWXozlNdMDHDIijHjYH17D/OyYzUb98YvyzVZ37htR8OWXC3gc+vRTNjlWc7pdU6X0DjPoOHPnYE4aySwmoB0VtBjNZhhm9Y3dkJ7BmHbi8vtzrC7zEsl41//63+dj3/84/n1X//1nJyc5NatW3nqqafyAz/wA+P7Kk2gmJ/nRCXAY+NoO/DbUiAzDhRuk4rP/v7+BcD3rWheMvnlX/7l/NZv/VaeeOKJ2Wfu2h4748Ge2KdhoutSsncVG4u6suFAw9tErFdXLJgLMoQsz5EqljSYh6sZTkKSTF40zQG58kNHjL/uz6TIpXPkw3cmDI01JtLMzxn7/Y5Lvaa5u7t7IbNMpptW+nYL18QpG9mJ59J8WDb/2zCS9VZ470BzluOg7XKBjcMAlFys/3fw39vbG/syE3Z5xuDmdZjOqOYCEHKijy4dWwaWN/07wGHA9MFYHUyl25ydnWV/f398v52Di1k6ztSbjxyw0CUy7S3sBgDsyBmGnRcbSdYVBu/QpBTb9sTPHEByWMbW987OzmTDg4MgwMyYfK0zBsDOhAAS5pKiMy5nJnPZMHZD4GIcZN69+a4DLLbiLNekJbkDrk899VQ+/OEP58aNG1ks7rzM+Jd+6Zfyuc99Ll/60pfGDMvBzTacJNevX8/BwcEFeRgkTQwM+vZnZyu2s7l9AsiE+T/xxBN5xzvekZdffjm/+Zu/mcPDwwmpsNxdhrVs24Z9H20TLAcH69DZMTo0CWFeXsrw4+Zoz/fPOsB2oHLlxGSXubpyR0KDXXnDnoOh5eBNVMZjbkWybrG1DvzMGbKU1/JGID9j04ZlBwWgvNie5IKRuhxiYfK3We1cXw4mBnYCp43e5U0bXu+ipT+/lYU+edg162q0CxHo9VpYMo5g1gmIOYAbJL0WCkB4u7fvSTSIGhCcGTRRMDPGIf2ZS4QuL5IhJOvHBHpdcLlcZm9vb5Qfn1vvDg5cw72zBGXvrPYcDD4mRQ4E6LVLXva7BjwTGQdS2jNYu5w9117L8ejoaPLGHO/S9uHMtTNan4Ns/B2fs9OTcxyonFGZoBBkkN/Ozk4eeeSRvPe978073vGO7O7u5vr163nppZfyi7/4i/n85z+fF198cbIWh9w46L93/dI3voKdta2gZ98nbVnjhyaEzqwY1/vf//689a1vzenpaX71V381L7zwwnj7iYM9dtl+0MSDcXGtMQ5ShSzsg7YzzgE72jfAJOzP9sX3DsD2DQck+xjfgyVersEm7XsQOuuCeVqflGRtg8MwTOzO/uNgDVG+S9Rf20HTazgOfMlUqF5ncQDA2B0YrRj1ObkNxUaHMWMAMCSMwaVcjBsDZmeYHcJZLH/DqJxJdiDDUDx+3zPlTMBB2OCK8TpzdunNGSey6ntIG5iSjETBzLPLOYC5QdjtWS69HuL7NwEFQAT94ajOrJPpe1mdTTjYOFv22pPHiv11ea0zMkC1++Qz670DqgNv7yJMMvZl8GWOfL9YLCa68EPR0Sm6ALxcqbH8qbLMgbgDEwDLWBwU7AveeWvSt7Fx54lIW1tbedOb3pR3vvOduXbtWo6Pj/PFL34xX/ziF3N4eJhbt27Nyt8ZjGVFQHDGSH/efeoqS+vdY/XfDuDDMOSRRx7J6173unzDN3xDkuSll17KF77whTzzzDOzmaUJWmORd0GDOWTcjJnStwMD47UcwCjv9eh1UWPfXCC3n4JNtlVjJjZooubKCL+xL/Tjsqpt2cG3iY2xzQHY2IecdIvgazdoUiIz6/dtKDhmsmZmXUoxA0qma1ech2BdBuX6zkAdyFzPJztjzcGBi/67FOQM1noiw3JJy2VQO3zfPmJQY77J9Ek6bBQyqyVrMMhzEFha1nYAl/i8oaTXFggcyK2JRzsGbTS7ps/ebOMgbd054PY6jDMf63m1Wk2yXY+B6xpYYb+bm5s5ODiY7Ig+PT0dd222/Rg0ICC86JixzGXvXkt22da26ussc8vFm52chXAO87ftG5RNrnz7Fb8NoLY95uJyL+3s7e3lscceyzvf+c5sbm7mlVdeyRe/+MWcnZ3l8PAwBwcHFyo/tAFmoENK4BBSytn4lceCHABhj9m44IzM/vbYY4/l3e9+d27evJmDg4O8+OKL+ZVf+ZWJfeGTtJFMd8M7M0PGrkqAW3xvsmxsaT/oDXhOHvC5rgwxHj9j1iS18Yv5tf259Mz+AOMY8nPwdxsmzg702HPfguRE6w9NeRaWAch2+S9ZCzuZlmz4nqBDCt9O4M/MHl0yNIszk0KxrI8SeOysBgsDIEGa316bbTZpx6CWj/G4tGsW2WVg5ub2m1BQtkQmZCSeJyAD+Hr3MqSGMTIfB0AO+rZe6cfZb1cICEro3uWeewUyt+WszWSIcTqguCxEcO7bdjwXAg3ncR19MBZk600PJlYmdmbv1leXE50JWcaMqYmXgzyfMybk4keyMWf7DqBEkALIfT8oerJumJ/tArsxYNvOb968mW/6pm/KjRs3xqySn+Vymeeeey7JnYfFHx8f5+joaHyt3tbW1oWHqLd8GhNMSJDB3t7euIOZ66kGmCgiw9e97nV597vfnd3d3bz44ov5tV/7tfEtKcjbQcoBpXEbG7At2y6S6ROf7De2e+PXMAwjiYP0m9C0jbo6gS2TwTmZMflzYEfHrqQ0KXTSYhlga8jCyYZtyLGisUYB9bUdNBGkF/BRGAaPEhzgfHQZxNfSXrMll4Sb/TAmA/bdcY9/e50VQ3U2099xPWPpNUJnGknG++OYN9d3Zsn86dOG1wbWzDC5E0j9vsw5tmuAM3nwfM1YnbEy5s5wu+TksXGOdcOBA1uXc1kx/7NGjMw4n2tcAqYfdMnfgJJlZ9Lg8cO2PW/G4/Vq2LzZtIO8ZQFIOauzrjn29vbG5yCbjVufDbyMwYEaWZmc0IZJFOPpDM7+63K1CYHtxfN4/PHH88Y3vjHveMc78thjj+Xk5CTXrl3L+fl5Hn/88Ul14OWXX84XvvCF/M7v/E6eeeaZfOUrX8nBwcGkuuG9ASYBHgcZVpPurqL0/3t7e1ksFnn88cfzvve9L+fn5/lX/+pf5ZVXXsnR0dHEd5I1KaYsbRvx2iJ6M1H02LwPZI5QYb+PPPJIDg8PxyoBeiertN/Sd6+tu20/iMPYzfdzlQ5kwMsK/EafuWzWWXOTVX9uG+Z/jf21GzQB4WTNXpLpWmYryCWPzqg6uBgYyVrMpjFE7xB0gDSb5jOMgnZsHHPKdrAws3eG3Yv4zj5cjknW67hzQb6Db2fjXptzVmRZkX0yJgcIl6Q7QzSJ6CzCG5d8L5zL1Naf16aQgfvzmqe/7woFtwcRJMlgnH1w0HcDF+My4++sDMdnbdDb+Pnte3W5Dn1gf4CZH2RPf+gakmPQx/4afO61wcg27ABvgCJA9mYWj9uBdHd3N7du3UqSCw/xYPyMyUDH2NGn23zrW9+ad7zjHdnb28vrXve6bG1tTW6vWSwWeeKJJ/Lyyy/n5Zdfzle+8pU8//zz+dKXvpRnn3123OFKlmUduPza6/AOcmR/fvxdVz1Yr33qqafy6KOP5rOf/WxeeOGF0WeYH3IxyW7MsS3axpGJs+flcjlmksa8xWKRGzdu5OTkZCxxO8jiL96Fylw9r7ls2JWce+Ec/sLBW3yGYRifEwt2oh/8vsmwfZ+qmDd+0XcRi9du0FwsFuNNrQ6eGCKHhWRBexNDs0TaakaDkQICtMF1ziZpg/bN9DEOghHOTtvOzGwYsHmXNRwUJaOcnZ2NJSPa9NpgGy3ZH0Y7lwli3M1O6dOBFvmhH6/NMDf3fX6+vikcgEFmGDiA32t1lLq7LGOgYYetg4MzS8/JwZRxOlPobNiBhHlTgrUcOAiOJhPOFrosi91aZ4Cns1UHFmfl1iH6myv7eQwAo0mAgc1kDbn05itnMv2aK2dKXnfH3odhGNcbbecOVIzNa8kc3AL0lre8JY8//nje9ra3jY/JZFc1t7LQ/unpnbeQ3Lp1K88++2xeeOGFvPTSS3n++efH79yHs+HFYjGSH/sqm/FcRegsCzk98cQTedvb3pbFYpFf//Vfz9HR0Zj9O7NHzrYb9G9scaDi2ibtXAMmXr9+PWdnd+5z9UuyG2s8B+bmqgR26wBqn8O2bX+NuWAD+j07OxuJn5/ixJplst78aCLjsVuW9hmqOXmtB02U7gdgmw05SJjhmKGjED9FAuEm08eGrVbrp150tmfj01gn2SR9OeNyIGoQ5H5F1upYe+EATG0kgI5Lac5oAGq+83qp12MwUjMyG50zIsaPXJNMgM1lRgcExtDsuwOy2TXnuGxt8PK7Jp0FMD+PG7mZFGAXLi265Nqs2MAE0UCeXOusMJmWxFnnwz6cvTG/3npvW+41WQc3DmdAHrOvN+DZd6xbb/7xFn8TQOZFObn77v6tH/uQyQMkgwBqfSEf7Bj5sSsY8rizs5ObN2/m0UcfzRNPPJG3vOUt2d/fH9t//PHHx1tAIAu3b98eX6p+69at3Lp1K88//3yee+65vPjiixeWH0xCGJNtwjhiQuRgurm5mbe97W1573vfm9PT03z+85/P7/zO7+SVV14Z39/pyoZJH/LC1owH+I79z0H4/Pw8e3t7ec973pPf+I3fGG3WOmYt0uVhEzAHVHTj+0kZV1f6mlR5Jz0/vEHFj0zsjWRdvk/WpNH7P4wzxufXfKY5DEP29/fH7MMgZoU6A3EKT2kCtsL/vZbQ7N8AiaFaSRrnhLHzmYHYm0gAJQMK55JVHxwcTDbceCs9rNxrMQ7ojJO1EY/H5QnmStvJxbd/+Ob+ZF0asfPYORn/YrEY143MKnGKZL1LD9Dx7RFz8kfuXT732p2dr5k+oOXXnTmLslxgxAQ6t+2StEu7yLnXahyMXTVwsKF9vuvgZnBhrOjfDNr9AFxePnB2TwkMGRH8O8CxKcwE1JkfY0EOrhBYP8j+8PBwrAYhI++IZCy0xRxMMgmgzNmbrWy/+/v7uXnzZt7xjnfkySefzGOPPTaZG0/uuXXrVhaLRa5fvz72Sxn5C1/4Qr785S+Pa5BkoknGsiZ6YZ7b29s5Ojoa9ekKAmPE7xjf6173uiTJc889l+effz7PP//8GLTALvuyiYn/xs6bnIB9BwcHed3rXpf3v//9+exnPzspzdr+TdCNUdgw8/VSGHMzoSEgM37fSkc53MGXLN6E0sSZo0lME2CfA7H2vcR5LQdNnAmg8RqYFew1IYAb43ZZxxmitzz3Vm1nrQYN71S1En24HAeoeHeebzfoNUODK5/xUmuCKKCRXNyO7tKbsxY7Ng7WO32HYZiUeueysyQT4wRErQ+36fm5ROt5dqbDdZYBf9+1jbEf1lyYPyWdBlETmQ4wzuo7WzIJc8aPHBiHNyFwve3GmaWzdWckXuMBbCkT3yvoIj98oO8fdsaO3SwWi7Gawfhtk5aVM9Wev6sZ3lW6s7MzqQDQjkuu3uzkQG354DuMYS4jtX5tm4zv/Pw8165dy8bGRr7u674ujzzySN7znvfk0UcfzSOPPHLhZdEvvfTSSBb39vayv7+fF154IavVKq+88koeffTRvPzyyzk8PMzzzz8/Zodf+tKXJht7XGVwpQuiauzY3NzM9evX8773vS83btzI2dlZjo6O8vnPfz7PPfdcbt26NclimaerGpYp/XO7km0BjHnqqaeSJL/0S780yp0SsUunjXPGE5PLrhw4mDugmvxYd/ztagpz7cDc2TRt9lJWr9c7A81rOWgOw/RB5S4pGbgNdn2Dq5Vro3ApL5k+eafX9ZbL5WQbvQMrxnp33KMSXSLskrLBMpkq3uCbTMsRnOMyRDINKDbCZF2GcnBJMpFHZ1LODhkv42xHchDy356nMzyyp2T9lJ9k/SooM3L3LduYlE89Dsbo11WZlDjzQQ4GNuZAH4zHj35jDNYXfbtk3iUyBwT7JLbCdnzr1IHJ4OOdsXP3riFLwIVbidC3AbZJoe3ZfTJmAjNZFTJOpruKqTwQTJCNiYr122XNuWwCPGCjGH15OcWyNmHg3Mcffzzvfe978/Vf//U5PDzM3t5eHn300Uklh/bYlQs2gAGsu/Hc3OROlnhwcJCjo6PcunUrzzzzTG7dujW+HqzJkgM9pOSJJ57ItWvX8sQTT+TRRx8d23r22Wdz+/bt8XYak1pjof3AG4SoMPz/23v3INuy+67vu06/TvftO3dmNJIGPS0pkrAl23KEDKaIjQ2Oi4RQkKRi4kAFQoBg8qQqqGynMEkI2MVLwQSKokjA5hUoUgl2iDGQ2BVMMLbK+IFwAZY8kizN675vP27f7rPzx+nP3p/9633v9NiDZ7rnrKqu7j5n77XX+j2/v9/6rbXh0+7ubt71rndlNpvl1q1bWSyWW3Zc1OTMRjJ+awk6Yd20jNgOWscsKw4UrJtegum65Vna29vbPR/Ruc3Nzf4YTuuTMzHWRcb3unCaVmYbVJTShsYpBTPWaRSY4mgPpQJ5et3PAmChsEIb0dgYk1alL6dwHIFVo4WjxAEkGQlpXSuwAJJWS8YHWdcUJAbL6TU7maoAybCBukZFTo/wLDsjo0rPraJyFJa54eRJ33qc5olTdAY7yXgfr5WU8TrSYu6ek59lg8xnHrMjxGoUTFvk0NFilS3kFwfhVLHX9zA2Xqs3QHOUYhriXJkTcsYc4JtTpszJtPOY4ZPlztuiDIz4vqb+LPfov50t/Zl+TrlXMA2dXFSysbGRt7/97Xnve9+b3d3d7O7uZjab9eui0OOxxx7rU4zJMqLe3t7OvXv3+vQp+j+bzXL9+vX+tWPPP/989vf3c+vWrRwcHOTWrVu5detW7ty5M+K5QV07TaMeHR31pwt9wRd8Qd761rf2wOfmzZu5d+9ebt26lQcPHvR9ovOmubNOBlsA2V/8i39x3v72t+cNb3hDrl+/nhdeeKHv7+joKLdv3x5FcRVs2bE68zOVOsXRuVjONtKAFRlHViqdbANrFgs5sM3B4Up+Lq/TRAFPPxshUTsahMMRBEQ2wrehQzEwrn71jY1P3aRuAa+bup1SMrNodvpeq6R5rYb+a0RoQ+BnPOwFwzZgom9PE9C5IyyP1cJcaQw9KnpEON2v+0eAfTSYeVijZfpkrKB9R41kA+rcvbbojEQtWqrbJ5zWnwIT0HEKOFk+LLemF3Myv+oyxFQ6GSPEXJOlMWd9ihRs1w3vbmTOfF9BDw7S4MCRO/87o+KiKeiAPGOsqn5Yjpm/IxRkGn4cHh72lZSWW78magq0efsUY3H6j5+dnZ285z3vydvf/vbs7u5mPp8nSZ566qlsbGz067CM22c0z+fz0Taaw8PDbGxs5Pbt2310Sir25GT5xhG2vty7dy8bGxu9g7p3794IxNM/837HO96RK1euZGdnJ1euXMl8Pu+B1M7OTl588cUcHx/nxRdfTJLs7e1lb28vBwcHOTw87B1313W5d+9ev8a8ubmZd73rXfnCL/zCvPnNb861a9dyeHjYF0bduXMnzz33XJ+Kfu6553qZOjk5GRULGah5HdI8tuzDK1L6TudjDwz8bG9sH923HbTlC4AlGb68ThPl9By6rhudYuGIhAVf1in53Ogdg19TrTZgZnbNqcMUxlIV3vl2RwU8y9WhRuxe9/LaEc8gIrLzqqkoo3Q7OK6ZcgB2oF5Drmld5n7KnxEoYc7Mw2un9F2dh1NKdu4IuFGlDa4Na3WszNmpW/pxIVCN+HDgJycnI17Bv42NjX4TuB0p8sa8GIPTp8zVDprmNLiNf/2eVjMMHiPjZiyOnG1AXPHpfnxiFjJpoEnf6I4rmO0wvR5t/arjNgBGtpPhxcKO4Cpdvd7LHj+DNHhreePeWhG+tbWVt73tbXn/+9+fN73pTdnf38/Vq1ezvr6eJ598Mq213L17t5ctaPfkk0+OwM6NGzdy5cqV3u7cu3cvOzs72d/fz/7+fv+6rL29vayvL18/RiUvS1AUJ+3u7o62tZgGOOnZbJarV6/m9u3bfRr56tWrI3t3cHCQ+Xye69ev94VAP/uzP9vvf97Z2cliscjjjz/ey9jGxkbu3r3bO+mjo6M+ir1x40YePHiQg4OD3L59u4+aoadpjI1AH69evZq7d++mtdYXCuIo4fPh4WEPxvh7f38/d+/eHTm/egoW9EDXDD7qUswpELm8TtMOxoUbCJBTT1zD2s1pPz0jLUwwzEbJTswhvp0kxkHjTDL9klxSx46aYJoNi9NHBwcH/TMcZTsC8rYZxuDIwjTDeCZj4cEJ2XE53ZGcfUuHoyzTszoOvsf4GfF7zcLPqAUfrrB06s3VkvwPT5mXx+n18FqJCb9rxMnY7ahpNvTQijk6Cq7zwDAwD99Dv47uoC88gv58bkBTjSo/Tos6snaGZSqTwd8GgAYjACp4xrql+7JOII8+0ctrpjZ8zN0FY3a08G53dzdXr17Nzs5O5vN5rl692u89dArwwYMHuXLlyoiWLqK6cuVKnnjiiayvr2c+n2dzczN37tzJ+vp6Hn/88b4w5/nnn+8jNObc2jKVisM6OjrqbQP/sx/U/N7b2+vf97u9vd3L3dHR0ch5PXjwoD+xhzXJnZ2dXn729vayu7ubF198MT/zMz+TxWKRa9eu9c99/PHHe3t57969PPXUU30kPZstDzfgb5Z01taWVcV3797txwfNiT739/fzxBNP5P79+33R0mOPPdbT57HHHsvh4WHv+FsbXu3HzoB79+7l5s2bo8zK7u5u7t69m/l8nlu3bvXO9ZlnnsknP/nJXjadDatZNPSNLXwOqrCBp9c/0mmuP+yLi9CcUrIyJcMJJ6DUmgJzGsaoHCFBgZ26qU65rh3RN9c6VWsHaiPD/WwDoS8bY5jJfDFOGFsWwheLRe+IjeJ5th1uTVvUyNNRnCN61iagUTIYcehTHW0yAAgMZEWBFEQZ0FRjyfoVxge+2nHwnSMraOY+Hb07QnGBj8GL+3H1rcfG384IOEI0QKvZAPOatUQbq9q35+K/AYo8i6yLswhed3KFapWVqQiwAkVoYKOFbjhDAR3dh/mE7E1FARjWg4ODft8y/GQsTz75ZN73vvfl3e9+d77oi74o8/l8dO3a2lquXLmSZBkRvfnNb+6LWxjTk08+mZs3byZZRlTXrl3LyclJbty40dOfd3O21vLiiy/20dh8Ps9sNsudO3f6zMXh4WHu3r2b/f390XF0XEeKFSe3s7PTR65ETK4RYN2aKIsfZODg4KB3Snfu3EnXdX3qlLQnvMLmwO/5fJ6Dg4MzWSf6rwARnrhC1xkVwNODBw/6edKXAxyn/0lv7+7u5k1velNu3brV035nZ6cvGuOe4+PjfszY+7oFx44TG4Ns1yWA8waQL9tpttbemuTbk/yaJNtJ/lmS39Z13cdPv29JvjXJ70jyRJIfSvK7u677J+pjK8kfSfLvn/bx95J8Y9d1n305YzETKbhw1GME77SjUwQ+XcOnA3mfnNOQ/o2j4nuqMkkTwCynh4m8LGTVEDE3lNHHntFwzDRHXL6G/3lGTZ06XdnaUH3I9xhCrxHSl5GaDS59EXEkw9tW7HC8nlhTliiCoynmRDRgEDHl9KZStXYedty+JxkOovA4bBCYrxWP/gEWzkAwN689Mnei7lqEhIGFfjaQHq+V3lXKa2tr/cuXDYQczdqBkY3wvHyijQsqSGcjhzauSfo9nAYgRJDWPz+rPtuRMZ9hJH0k3lvf+tZ83dd9XT74wQ/mLW95Sz8vdHpvb69Psd+9eze7u7vpui5PPPFEHjx40O/1Zo2UOd68ebN3ZIvFonfAVK3yInj05vbt27l7925u3rw5OkXo3r17fSRFX9RbTMk3vEM/fHwjsmng7peUV/7DWxfp2H5QXHh4eNhnBZBBZM39VBvkaNDZGMa8trbWp2mRW2d1bJvo493vfnfu3LmTn/qpnxrZQvjqLJCBsTMylj0XcXIdzfbS9vRR7WU5zdbaE0l+MMn/k6XTfD7Je5Lc0mW/N8nvSfJbsnSo/02Sv9Nae3/XdXdPr/lYkn8ryW9Mcj3JH03yPa21D3ddd76RnzaMGhHn6TjPRCpOyzkS8tqO8952AkbcZgTChkHj2CmeTdoEQ1+jBAswqR0bGRwPhhjGW6C5FzogsD7CzSljpzoZj8/FdKEMtHK61cJZlb06EdIuOE+cv9PETlMSOSYZjd9zdYRvZwW/avqPe1FW+GgF5DMjYJyKgQA0sGN1tgFldQRusOO0EfSp2zfsMAymGGutuuZeIhIcGUbSGRJHkdDIaXlSl04LY9gpLKk65C0odsDWNz+PsZjeXbfcOuCTXrwuCh2hDbq3u7ubD37wg/mKr/iKvOc978nGxkb29/fP9LG1tZW9vb0+ZUjBzRve8IZ+zPfv3898Pu9f7s663e3bt/vI7fDwMM8880x/IlCS0QuwSVFSIGRaIu/Mh6in6qUjf+TN65fwFAfj6Ajg7swI9PVeW2ffnGWhEtsyy1on4zKQs6xXfnrJyCAvGYIT5mjnu76+nitXruTu3bv9WOqWLke0FcTaDlbb5IxUzfzQj23lw9rLjTQ/muQzXdf9Vn32M/xxGmX+l0n+h67r/rfTz/7DJM8l+YYkf6a1di3Jb0vym7uu+7un1/ymJJ9J8quT/O3zDsZGMhkfkG1jhxNaLIb9lMn4oGcb2GRIOda0pIUGNE1fjAFDQjRkYcJg2/mgDDwvORuZ4dQ5yMBHUTFmlAzn5KqwqRSZhd6RkyNgG2pXR9rxOw1p5wYS5J6pCN4GPhnv2TJatuM2orXjZo4YC/MRJwiPuJcMBYfMJ0OKk/lZGR35eH2YMaD4OD5SbN4byRgcvTryctrWQA6juLGx0csl0U/XdX2K0Lx3sYUNDMbTVZlevzSoYExeTmAsXle08+V+R6H06/nPZsMWHmeC/P5HGvTY3NzMhz70oXzkIx/JU089ld3d3TN6tLe3l9u3b2d3d7d3+Kw3vvGNb8xjjz02eqMJQPPOnTu5detWXnjhhdy4cSPPPvtsPvOZz+T69et9ytNr5cgOMstn8JN5OhpzBgJnYWBju+Gomc+cVbJtq1GkU6DIEH0j3+gJcyK7wHi9Ps78vD7tOgL4XNPr/gz+OJtSswpXr17Npz/96d4eIDfM0XbF2S76tA2F3shTBZA4WBebvVR7uU7z1yX52621v57kq5L8bJI/1XXdnz39/l1Jnk7yfdzQdd391toPJPnlSf5Mkg8n2SjXfK619pOn15xxmm2Zzt3SR1eT8TvqICbN64JWeu8D2t7e7hEhxtzOC+Ni5tJXjUQtMDDKL24+nWeSwXE5uvMa0vb29sjZ8Az6RxmdznLawpGqlcEoF0H1GgFOzesoRAGmrcfgiMdOrbXWp3qYgyszSVXjEB0FwjtoZ0fpNVtHr8iDI0zo5yipAiv6cfTp7y0XjJW9egZsXh+FnsiBjQ7pb4MYj91G0lkUO37Lqw2iwaDXapLBWHmPXkXinjv0IjVLvwakPNcy76jQGR2vT9IoeoNuZCVYawOAIhM7Ozt55zvfmQ9/+MN55zvfmStXrvRgx1HS5uZmHn/88d4QAjLu3r3by/b169fz4MGD3Lx5M88++2z/dhMOHdjb2+tBagXS8NdgyjQwuDGocnSUDIVojnLop9ZLoP/OYMFbgzbriiMrR37w2UtUNPTAeoRTQfdrJbLl7mEZEteIGChaznHwn/70p/uUNrLoAMNZsKojpokDgwo+DfSwiedtL9dpvjvJ70ryx5L8wSRfnuRPtNbud133nVk6zGQZWbo9l+Sdp38/neSo67qbE9c8nen2TVmuk44Hr/A6GQwkDKiIxIUmSfpKWhs5GAtT3Z9PkahG0wvtRlcwBcHyWoWF0t/53EqMgKMpV1racTF+kKCjIv9gTOzsva7riNHzY0ymFfeifFaUGn0yRmhRnYHnxlgdEdlJOO1bUbmBg+nCGJ26gk7mO42UG89mnqQs66knjtAtC2QpkuHF2F73NG0cDVpeHRk7uneEzufQFqNhWsNHG5pa2eoDuh1to2t28DaOXGc+WEZsmBiLn8EcLMfXrl3L5uZm3vnOd+Ytb3lL3vKWt+Spp54apeig4/b2du7cuZMrV67k4OAgBwcH+fznP98ftH7v3r186lOfyrPPPtvvTQQUGHzZmEJ7xoYD8mEqpqntAtE+84Eu1jWDEHTLGYwpQEwftbbC8k7zd8gXsg7dbCOd2TLPkS0/pwIo08L64OCARh/W552dnf5sXlc5GxA5o1Edac0Kefw+nMNg0k7Wevqo9nKd5izJj3Rd982n//9oa+0DWTrS79R1tQypTXxW26Ou+UNZOmra1SSfdWrAgpIMEZpfeloRHMpqBtpIWEGSgUneJF+NGY6KZ3jNyoKbDGsUFsIKBGheyK+FHMzVKM9KbGPgNE4yLirws5zbNzqt6Y0kZ671PV5v4DM7dKqGnTJizE67mK6AkWRIh3I942NuTnE67Wq0aqRuR2ODbppX+thQONXvF4Gzt9Qn1vB8DBFKy3gcMUJnR1+LxaLfyA5/vS7mjAa6wDg5RpBW54yuOGVrA8NcTTOPw+Nh3uxLdB1BMi7GIEr84i/+4ly5ciXveMc70lrL7u5uv47J6TfwfmtrKzdv3swLL7yQ69ev5/r163nuuedy/fr1PP/8833hztrach8k8yOCqc7EMss8a4qwrpvBlwpWfYIV87VzNVgzb63XHpv1DmDlPuoLIBz1O6tSMzgUo/GZAS/RNfMw0LStM0Cfkg/3zdihGfPhOEBAEyCT8QJcDbAd7dIcZNTAyCDAPP+XlZ79fJJPlM/+aZJ/5/TvZ09/P316Le1NGaLPZ5NsttaeKNHmm5L8g6mHdl13P0l/Hp6dBOtFOBQIBLqwgBodWiBItThKmIoEbTjMBKdWHWXY2FAcgPHlfq8x+D47bxekeE3Ap744aiOqtlO2gtfUGUdzOZI0PXgOa0IgcyuTFRNjz7mQpFTNO8ZpJO00tbcRGRzY4JruTkM7UnUKiL7My4peLRsoLc+2Qasveua83BrVOvVdZZX5MH5k16dMeY4YeUepBj0GXYvFoq8KdWTvQhPkie/4rG4jcCrfAAYHXSM0R/E+5IA9hXZIXmtdLBZ5+umn85Vf+ZX9K7sef/zxzGazXLlypX8H5q1bt/Iv/sW/yCc/+clcv3693+BOId5sNuv3hhpQMw9HaPDd466RM3y2oZVtyvr6eg/+vL5YMynIp/UAmpK2N2g0sOBZ3s9qu0CfdcuFg4Maodn+QTcDMkdqyJSPJnTQwHjq3KCLnXSNTmukW8EuemHHZtBpcGm7SaOS17UlVdft7F+qvVyn+YNJ3l8+e1+SZ07//lSWTvFrk/xokrTWNrNc//zo6TUfT/Lg9Jq/dnrNL0rywSwrb19We1iEUIV2iqD8bTSfnH1HHYSG6AguAlEdAejf5eBOzzmytdFnT50Vz2jcwmkH7kgkGTswI7lKNztpK7q/c5GGv6vRmYGFaWsEaKfHNVWYWdNiPPXdpVO8czTqNRcbdB+r5nHVqNkyAg9tiCvN6ZNUsfnm6ATacHoKz3lY2oh7MKq1mMxGE3lgCwQOmDVljwu+Ide1mMnrZ4A9xumiEsZy//790dYTR7sABRtrCk0AtYz/5OQkb3vb2/JLfskv6U+yuXr1ap599tm01nLjxo189rOfzY0bN3Ljxo1+Kw0GGfq2Npxxy2eOSgwGk2Gvr9fszANHRchKBbjIv9cNXQzjDJarVx2Juf6Bzx0F1YiIsVkPK5DnrT5Ty0/YOB9EwTOrnrnIpwIkaIfzgq/WS/frbJvlGJpgs+Adej21/GU9tgOvGQDkzHrktDS23fUEj2ov60Sg1tpHsowGvzVLh/flSf5skt/Rdd1fOr3mo1muQf7WJP88yTcn+ZVJ+i0nrbU/neTXZrkt5UaWezbfkORcW05aOXvWSKiWbCOcVhQjG/+v/nuB8j0WWjMHlOiUlh1MNdY2qBWpu18jLpTOKUanXhxlGxF67Yp+oRsG25GnjV6SkbExHZ3mrYbG8+C5RrDc4+tt2KxAjId7TDcrt4ENz+W6isptXIlonYWwEjva9Jqb06qWEaJEp8bt4Gvkk4zXhnhOa210YpQLf5BrZyqclsbIMG+cGjw37RkTa2Tez8b1yHRdQ2dsVXZJux8fH48iHxxQjQSuXLmS973vffnABz6Q559/Pj/90z+dvb29fo+l03P1eZZHgyf03wVa7KN2VoXfPufY65AGzkRi8LTaTv9vZ+azf+lzioYGuFwzFfnZsRl413fcWmY9fuSZd75ygAZ2wkCOMVnfDVJsd/yZARM6CaiwM7XeE2QYNJhHjMFLHQ4QmLOXKBw9Vptqm4CzPgW117pX8hi91tqvzXKN8b1ZRpZ/rBuqZ9OWo/jWJL8z48MNflLXzJP84Sy3ofhwg8+ccwyPJbkNirRBqmtuGASvJxhxTyETKybRRjIcVwdDLFx2fjAOZWUcztFbgRBmjKT3J4L0nH7zMWdeA3Mqxwg5GZ/CgTHl2Cy/e9CGEePLGO2UmNN8Pk9rbfRqKSsRn9XxGsHWNQnf7zVfO3QbXhuS2hz58r9TmN4/6zSZ04/mkVOtyIa3zJycnPRrdzhR0D5yQZbCa+tkKPb393tDWSMXg8EqP3XLDmPB8BpYWu5Nc4MiaDI1Bu53wZDnAa+m+uV7ql7f+ta35ku+5Evy1FNP5ROf+ER+/Md/vN/aZafl1LqjFcaJDAFqXcXMeA1oGJvtBI1nra2tjV504AhubW1t9BYlsk5e7zaItz3AmTj96rmgF+a3+Tmfz0freRTN1OwBuohukMnCFhnQ2yYB2pgvW+vsoA1WPRfGzXfonO2Z5+bx+VpsheW+2hToBu0MkA0cLYvOvBj40sepTL+yTvO10JoObMcJOJXidAgMcIQGkzx3p79qxJqMFcxIyVEAygKy9x4n709EKW30LHwUkDBORzNeI7PQeywYOhsHaIJzNpLmO4/BUQOK6NR0VWjvzauoH0H2ZnUjvFox6DVLG7O6n5PGNRWhOp1TwRLRhStwSfdhvDCA5hN0sfEgInNpPLyxLNWouSJ7gzTLmJ0g88Go8H81TLXgzQCAfuAza4UGSDZAHou3XtFHTY8fHx/3wIG5ugJ5Npvl2rVr+bIv+7I8/fTTOT4+zjPPPJMf/uEfHhWFWY5r+hq6MCfAiaMTR7sGhYzdVbDWKWiITNnQ26E5ncf4vA/cfRhguF/mUYE8PPM7Sf2sqSyOnTFjQaaZAzyzXqPTpjfbdFzIhG3CjkF/66zT8ZbN6khts+nfWSfoSx9V/7wUg8wRxZLN8dhs8wmCDMLgw+n4Huk0L/TZszQjJAtUMt4TCcMWi0V/liXKbGMO2mMBmbDd6AjlNypGiF0kg7A4TZSMUzn06Uipghkb2daGQhwLaHUS9GMlrJG1jUwy7DnFYDoFhHJ64znK4znYSTjlBHJ01OAUK4IOr3BENd1EtGZlNMKkP9PEzqAqvXlv513TeLUS1msjKKsdO7xBfmwQ7LxtKJmTo2CeZ2TuQpepdU8MOtc7Rcb/GDm/JMBpZcaXDM7S46Nvnk30PZvN+kjbaeLWWp544ol86EMfyhNPPJE3vvGNOTk5yfPPP58f+7EfG6331vS208ouiILnNQoiQrJjtcwBTOoaYpUT64wjSD+He7gGuprHgGY/z/yhP/r38koNAhz1LxaL0V5axua1TGQRPnCN17prPUSSHvQgL3b06KIdn8EutoA5W25sFy1D/O/1V4NjBxS2J9UGokcVHNh22F5PZage1S6007SRAWnZeCAkNQUBIR35IPgWBhTARR40iO11Gqc1nHJEYG0EGL/TB4zLY2ZuGHkUuhZwVHTuLSpEJhgfUjoYJ+hWnXdVZsZo5M6Pn+WIiHsR/opCoSXXoFREDU6vmaZ2dlY8PxP+VLoyp3rkIYALGhiU2DA6TT+1tmQDZgdgueV7Oyd+0w9OEfTuFCvzdPRgnpi+jlKcyjSP7KQsp45SkanqKJNh+cHzZq7I1Rvf+MZ89Vd/da5evdpHeZ/97Gfzvd/7vWcOETCtvJbtqmWn8SxLnof7qw7OclIBXh2DZRRnBKCDPnWtzpkap0qhqR2OnQv0JJJirDXrMbXGzDzQR8ZgvbSc1yiugvdk2Drl53sc1TbVE4t4lkFdBV81S1ALyOivFlYlGVUt18yO9cRp9gpcK88f1S50ehZBNZPMvKk0WjIYQK/XVCPidIGdhg0lhDeiM7OMLM2o+hzGnoyP45u6z2gNp+CxJUPptlEafYN4MUIIGus3GEE+M52SYY3YimYlQzgRXjvjmqqFL8fHw3sIucYHJcAjZwugnXkIr+xUvK5RlcIOqxYWSdZGRhYgBS9Mfyuu5cfX2sH7XhsgP9el/V5rMyA0MOKZjpI8XvPWxtPN//NMZxA81gpA+Y5+fP3XfM3X5Iu+6IuSLF+E/PnPfz4/8AM/kP39/VF0YpkCiEIHaFa3A9mgu9lhOFJhjHaWjn6gs2mCk7aOY3vM/0of09Rgwrrn7IvtgnWkgjNknD5ZJrDs+jvTq9pJ5M62xbSEFhVwYH+dOvX87KQcBNh2Wi8NVD0mj7P2ZSBiPqAT2Ij79+/nySefzN27d0e0MHg6bde6y5qerWiwtfHBA06bOq1ZES0ERkhsIJJxzjsZR0vVidlY+3OPw06LcVspvGG/RioVvboat27Odc6eMXBWJo4NATQSptE/kR/zQXi93sj19cg9PregQ2OUnOdXw2nkaydhxbRRtlwYbTpacvTlPuAXBSrVIZv2Ngg2Qja0RrkGX5Y1p6SM2HGK9GFnvr29nQcPHvQyUk8EMtjxmA2+HCVbRj0/G8UatbmQAhRfwYZ5zzVXr17NYrF89+IP/uAP5plnnhk5O/OS53n+lj33XZ2NZcmZCegD2KZ4ht8VwDJ/eFT7s8P02qczIERRVW6tbwYbNSqFDqwlGkz6aMgkZ9a44Ts6NlUFPVWUlIwPOLEc12Uf8w8dM7BEllwAZXtgueNzZz14ltfWDURtX2zXzSuyaa21M8tsjnp9CtGj2oV2mjYsNbrj20Tz5gAAh31JREFUOwgNc5Lxor3XDGhGMKScbPy86FyVAQEywrFy22hzPSecuCIuGaNpGxEbtBpF+W/mWFM0Nf1bha211htnnsfWgzoXGzA7BDtO6OkUF/NxFGlDhDExouQeR7Dz+XzUt/ltAww/zIMaRWFscURWImcUzHunDOvB1QY8HiO8NzDjeuiFrJk+jsirAXREUyN/nuWsx2w2HP7PfY6AHYEyLuhT1/vstDwGLxNwnvLHP/7xfOITn+jfL+n5W57Md+bu8dQ1T/TA2y6mwIqdlOXFelX11KDTY/P2FcbP871dzbrCuOfz+WQki6x4ecJjrVuj0FvoUh0KsuH931T9Wm5wwHaO7sPRrQEeGaMkoz2zyB4Nuaogg78th07V8gx0zbYD+fAza9RaAZaXZHgOMnTetc0L7zSTQTAqUvApLTU1ZsNkx+Fo0WkxC9Da2lBu7nSLjbsRUR0v33EdBRA+BQd0lIzfDuGo2f050q0pF6/ToHQ1gqpIHEXH+Dg6tdAacKAk1REZEdZo1bR2kYoLMJxKtGA7uoYe3rv1sEjE0WsyPu7Oe/W8Tkt6B+dOZaEj8Jq+rPJm1F2dBUbKjhkj4TkwZ8Cc13cc6djIOULn2RhNjwGd4Xv4Z9BZnQ40tjy5P8b65je/Of/oH/2jPP/882fAJ/x32t8ZFPiB0TO//XcFQTVb40jFABL5QhaoLofm1hmDIC9lIAcHBwc5Pj7u38tJMY2j/Aouar0E82Q+jMlO3zaAPrwnnc8d8XL9wcFB/xz6QdZ9GhTXM27m6kCDSBNAbfDhKLiC8xot87kdmMduWXBUjNzUrFfNrNiuOnKuTvg8jnP2kle8hptRxMnJyQg9Wfkg/MbGRjY3N0drZxjEZOwEbOx5lvvzlhAjPdIoMMDGxc7IKNLP8/FpNTpzpFef7WgqychQglBba6P0I3O38Hvt0srhgwAcBdU0mNcz+bwWEHD/YrHoI0UMPX+D2pkrWyKgcy2EsrFwQYqdtKNgOzuntfmsRk/JkKq7f/9+Dg4O+spTb+D36TjQYWtra3Tofs0c1DUhjDQ8szzDs4chao/XwNDzN9KGv5Y3ywxzSIbN9362wVmNLODL448/nvv37+fGjRs9KLFBhF6OnJAXp++mop319eX7F4mcneWwUzBYclQHPfmOCBhgbFpjNwymMPp8dnJyMtr/DJhCfuCpATHyyLgYq20Mc6GfCpTW19ezu7vbX0M/Xvow0KpOsNq8tbVljYPv4Tk830DKeoYdqIVLfg73ODr1uKCTD+bg2eiSgb7tS30G47SeOmjhurq89bB2oQuBvBZ3+vkovePG6fkYRBygjQPMcT8IHwrDmqANPILFGGAGkSj31kIJnIPRp5XfDtXX2+Ay1lqggsAa/Vl43eyM6IN+EGS/O9QKRtVkTYn7mDBXH3Nfje7hpRUI+tMv4zHahDfwFVmoCuq1oCmF4T6MoNO5NaJxFZ7H4JduQ3dkxrwCHDE//2aONNbeTCsffuF1IadVa4rV8ukGr0xvX4eBcjUn/dd9lPDE2ys2Nzfz3ve+N88++2xeeOGFySjccocxpijNqVmDRQM8z5G/OVLQB5DUCKnO1c6Y8TAXbz+yk/WY/M7UKTllruiLHSVZBfPCusb3FbzbkfJcvq82wE7GNsAAxXSA5l7H5XPbDIAewMcOzBWz5g9zZPzYL8+p2gca4/G+aAN322/bPZ5nwIHuuto4L1EIdKEjTQTQKDI5m8t2iscI04bfKJdrk6Fc3wJBFJYMSgXB2bdJWmpnZ2cUYeIY7DAxzl4LcWqEcTnl5WdiqLzWZ6Rs9Fkr6KCRo0ZHoR7rlNHhHq+v0ofX4LgeetpQOdrhcztA84UDyO28jo6OzhSU2GnY0NFsCIxOPXancKuRMCp2psNjNZixkvqFuNWA13Ss0W81KDaejNF8pT9nJ6r8G2whR621PgNwfHzc09dvDLJBNRhA1wBTRF17e3ujtDQG1VE/fKmOC1BEI+qokbvl3wd4mDbwxw7X2QrTfbFYjGoNGLd1omZenAasETK0ZTzQ04bfc2cuBmGWCetQlTPzg/EeHR3187FNsNOGLjUir/bQulrlE0dk8M78GS/PZAwVSHMvYNeRPO+z5RnWJY4GZC6c2FVpYVDh4Ok87UI7zepcMEhGUxAURyY0MUL/NASQ9FsyPlvVikdIj9Hruq5PKXItaUWiHY8ZwagG3cJop8Th2dyLMSMt7ciC51n4H1acU1Gwx4ESOcqyA0kymj80wRna2Xo90BEgY/Y6mscI/aqD8xi8jlujQI/PWQOMoqNPjCXPpx/6N79s5MwTZ0C4FlRc38hT16GhZ02NMkeMhCtoq1xSxMUzkGvkyc+xkXKqjsyCHWIFNERL8MXGkMh/b28v169f72XUzorn4TiRkeqU7CSgYTI+zL4CRhwn4/ZRgjV6tU6Ynhj1CjKRCcZb7Qh0sU7ZwVonfQ90M7iwLNb0oaPUJL0t8rytl8yL8Xo9cX19/UxhmNcV4YntnoMUR5IGql7uMj3RnbpEBS2gUY0gsRkAaMZgGwJAgDZe77TdmwIo52kXuhAoGV6aTK4bJHJwcDBilBmLQtQCH5dFJ4NRMYKaSunYULtqLsmZk0GcWrCA8bxk/KJqIlaY7+8YB+gX4zu1RuHPq9NLhoiZMdQFc/eVnD36y44Dejklah54HI4yp6LRarS99mYakALmetC0DTF9WCE9ZpqVvhovp7LssG2kvGaMgru0n/5svLuuGx2f53QdsmHj4bSsld8Rbx0347OBwKHPZrP+zSFTDpK+bORNSz/Lyx2kpy3rjojQETtJ64vTmxxk4NSijbujPcujjb9fVVarcp3lMQ3gqTMCjvr83Grordfc52UWbBTOtW7LwC5N6a1l1/NnzgAJgEClm4/Is62zXnq8dVnCMuGsgEEqjXFZppEFR5K2t64twBbVjIGzBg5+DAb9fO+YsI2rxViPapci0kwGgsEwG3JHJzZsXG+EY6EAwdIQBNCllXk2m422P8Ck+Xw+us7Hd7lfGGdhrUaOcfrluVU5bQxtOPiM34yf52Hc7VAwZjgFEDQKXsddIw5+u3DB6W4bcqImDFylTR2bf1Cmg4ODnq4eM7QkC+B0ZUXJ/qwabQMQf29nkgxvmncK3kqfpE9bujDr6OioLx7x2bLJkM6kH8bhbAIRKt8xJ0fGXdf12z/oh4wFfTtFZ36ax3VNyk7AegKQRAYoLjHgqdE8n/Mbh4SRJ0VvcGOAzLzRPYND6AVorVEGUSxzqcUmLHmw1uznVWfiuQFMKEasel1lkn6ggYGV9bbSyfrjlCbPqltZLEt2bAYO9ItskR51ZO9lBYMe0x0Zr2u29MHYDJRNTwc0BhDuD9rAD6+HVnDvSmGykedpF9ppuoISxrbW+i0cXndCOLzG57RGNdYQG6TlnL+r9LwAbiNJH4yP//meVKvH1HXD+wtRKhtPG0c7Kn+X5Ew6iLnaCNoRVMVDqKxIFj4E2NGIBRLe1MiwOifogePAKBmoeLG/RqA2qDzT9zIWj9V84R6vi1uhUFqAA/LkykdHTvDSz+Fz/w1IcXrLe9Og5/b2di8T9Os5Igeusq3pLhtfnoXzgd6mF86ZH+gGHfi+glX3bwe9sbGRxx57rKc5wMD9IhN+wYEBIQ7b4MPgl7lStARPXAS0traW7e3tHrRCS39PXwYcBh3ukwiuLjdYl50GZf61AAm9RMegyRSQcOYCoONxViCIXDB+119UnUd20DWvYSL/8L86emRjKur0uiL9WsacivVygYOGZGkHsBPwyRkwg2F4il6ZNlOBBc7YtuNR7UI7TYhWkbEJV9NJRk/JkOO3QnKNoxujYxjH9xX50acFxaiGsa+vr/dGC6Vxag3hxBhYKBwBJYPhZU6mRY2IveC/WCz6bTh2bpubm/3YXIVnVIjzt3HmeyNOb8i2cWE9rDoXUDmGlOuYG7/tUCvKdrrJQID/LR/wwc6AtZG6/uSDDxgHY8DoVEcF/2yMkBmvuTNGjCvrin4Rt4GMZcr0Z6yMnygSGlpuAICuimVejlIMBmqa0rLpiIbrdnd3exkzL5mHgZYNreXKxpq+MKJ2JIA7nuPsAN87yrO+26iy3MO8nDqHfpYPy5MdFY7O+upoqK77JRnVBBj8+L4kvX7WtdXq0Bz10wwiHQ2z5Y2sBc+sulCXgAD4yIeLLv3Mmi1CLj1mV5ZjO5FjR4/QG91x5ov7a7SKjsC/KrvnaRd6TdMEOTkZ3hcH4RAWp1ccXVoAjfSMYswQCwCGoS5aG7F5bI7GFovl/kQMMxGDT9fwOKzcnrcLYzB6KIeV1siWOdqpgvyZD7SwE+U7v8GFufMuQaNrHCfPR0mNUunbgMYpHUcSdio1GmBeGFCMyMZG/1LZM2jdcuGXPRPpe++kjWV9poEJ8mUDT/8Ga1Mo2RGuEbdpAYhwRFUjXyN/HJCrC5PxsYpOsxp128AbTNrI1WZnbNB08+bNUZrcRUqLxaJ/m5DXr3wknPv32md9FduUI2C8jvLtqOsyjcGM9Z/xkuJnDrxWzdEV/MBxsFYJeMQ+uHiJZ7hQzHrBtaRJ+dtriJZNOwLz3nKG7bETY9zV5tEndDZfcJJT67g1+qwyaB0wj7kXelpPLGt2iAaF/ryCGcbkgMmvYHupdqEjTQhcF6pt3Kz4yRC2Y9Q3NjZGm+jX19czn8/PoDgjcKd97Xy9npYMbyqYytVzKkey3FPG9RaiGuVYcFpbFr/U7RYoCfQxCrTBqSmZJH2ZfjLe9OwCBa/H1OjLRruW6aMklX9sJrdTs5OvdIMGrhL0oQ/M04bPUa7TadCDqASZ8Eu+PSZnLqCp16HhN7JnQ8VvaOAzkonqvf8XQwl/GJv5Au2J+A1CkIm6XcG8dAETY6HZyRt0mpboB/OzYbLjvXfv3plxOTMD8HLlu6MqdNwyAm2giSMQxmLwUZda6M9ZHDtyz8cOk20Q3PvgwfBia7ID9I3DPT4+7q+1vtle2SkatE3pIjaGLA20ZO7ocaWjwTD7zV1kZGDrNUgctWlkWXAKlOgfWfQSkp0a+mMbxPPQI+QX2sAPO0/3T9/M0WuzdeyVZq7if6l2oSNNoy6H4jVCstBBbIQS5YLByYDqk4HBJmhlmvuueX8EIRlXcvmNIighCoYBq2ksR1kWyimH4+clA/LzPU71OTKo1XbcA7JFmXE4bBVxFF+RnlMhNTJ3FWNFthgcO32nf5kztObsT/OvRtyOkJ0VMJ/9PQroKL2meB3dOyPgtCbjODk56dPOtNlseAG2Kzy9DsXzvDWB/7kXWtd1O4/VKThkyfP3XACPpIqRT2jMPOyISGVyYlJdK8Lhe1mlptz4m8IRnueIADpA0xqd25n7GZYLxsd31ivrEM/0/TWSq47eoBH6O6tgeTg+Xh6X53eKwr8KKqudw3ZMbfVCnrABvtfAnc8cFUM7+OxlDmwBNhhwBk8cvaLTBhHcg4xXkJbkTPRawdlUYGG+2R44ErcuWuansidT7UJHmsmQZiSigxjViXlNzEfpeYH7YUSzsLjIhrQXSJ/1PY/Hp7m0NhwL5T1GTu1UtGMngpIaReL8dnd3RwUhNb1KX1Yob1Z3tFSVy+tizJfvnTqh2Sh4LcIAxQjZkSUCjiPvuq5H78l4XcL0QKlxHjZO9OtsAc9h7ii9oy7mVosHzBvPg+/NHwww9/nge/dTtzpBI/hLP4yRcdnZOGVu0MKc+DGfvH+5RhBJcnBwMIqeeM7W1taZdT47cmSrOik7/xp5mbcGwtZt67yzPqw/OvJ3n3Xbx1SVJ9eit9DF86zZHXiHPfDYLS917FWn+c46z/PgucEH4/B6pvXb8nf//v0zdqhGaMgckaV11Hag6lSSvg7D228sy9YHA12adcROGTnhc+boTCK85ghBByzYWYCNZQp6I9NTtvdh7UI7TaOuZHg1jhFrMj4Y2Y4EdE+KxkgFJtvZWlBMYJjDnlEMWkU+jjBIR6EYMNZ90xfOzMqI0oK87927N6oCZqw+FcgpTpy308EWSOaLItogQ2N4YCRtBUnGexjtnG1sPU+PwYpG/9DMyrxYLPrXTk05TBunKadiGaoKzLMta05ZnpycjE4pSpbbSYiMnQ514RMAAuNX04+My+lDAyEMmnnCPawD+aAGO3Cn8w2oKIiq0Qx9QhOyJN7XaCPIeHA2Nfq2gYePzMUOFEfnz115m2Q0T+6BDjVNatmCD5YvrnfEjy7TLFtO6SF70BgnbpCLA6Zv2xye4/EQhRnQO3ozHQyGnEEwSGa+FVDbDlQAYbsEHQywbQPQaQcqFaAaCDmyx6kzNnTDAAf+1gzCbDbrI/RqQ6uzr/S1XXhdOE0bHwiDETPTcSYoOdca4RlpuKLRQo+jQUGScUUYiNgINBm/gNbRF8L9MCdhYeQz1gy83yrJaKuKBWR/f79/XpKRgYYGjoy9ruSydsZPhEAf/u19a0arPMeOyM7JkeqUIrsazobA0Qw8J3oBORso4GiIRpySM0q1MhHhWL4sA4ybNBBRio1BBW8GZFTtGmUzRiJBo2OvHzvCqZvDkUGMu2XVjsSgzgayRsLHx8d90Qsy4Qg2Ge+NdR+AN0CDMzQ1fcxvR4D8X8ExTrl+z98Ybq5hLNARPnqN0nbBETQ6RMGeoyUAEal086xGmugVe4orGHbqG94hyy4gYlzWX8ukU6zmsR29HYwBBODCa5DOCmFznWmhv+rMLdPmKWvDzgraCSNLjrQZK+CDZ2L/3ZyN4B4DwdlseCGEbc552oV2mkYOdgRTEWFFk44ojZrt6Iya1tbW+iPXkgG5I8gQv1a+0ZcVmbHVTc42eFbog4ODUXTDGI0YQWpedPcPQmPh91sMcDSk4mqRAjSEFjzbwoeyQQ/fhxOwU6/ozkJtBfNh2RgVxsfcKtr1eK1A8MupNJ5t+sAj3+vrpowBYzOaRsEd4Rg9ez2bRoRRQYWNug0Msgwfud5p3mp4kX2a1+KsS45YiMCQzY2N4WxZyyVzcEqYMWLMAaVUMltXGQ90I/3neRoQmcfOJtA8hhpNGBjZsPKd7cfDXt4OPTiYwrpax0hf8KqCHDs4ZNoHiRikV1uB/YJuBpA1dWuQ5TfwOBr1soTrPuo4neFzH/wgizUjAi0MMGqgYL3g+cgRMmKZw155ScNBgcG57crDKsKn2oV+ywkMh0lGfhh2FB/EUoUKIeR67vXbTIzqbOBQDByCUwdWEhtyDCZ/u6QaITNirQ7XSt1aG52w4QjJhTk0G3vmjxLwvzdiM0YcWTJE5VOCbmRdUz5EFXZGPLMaTRc/MBf6qUbORmc+n/fvL6zRLP17DHakJycn2d7eHhkyeGXHUaN0XkRcEXPd6mSjxO/5fN4bQDsoikIMKhwV81zG7fuPj5fvcrQs1mjHgAcZ9BYBy7bT0cnwejDmiey5oIoCDu4hC7KxsZG9vb0R2OFZfqep5YgxVaBrA1cjCJ5NEZP3oNop4JBwKs5i8Ezrmp0VNHMKlzliY1wp7P5sQ+xouNaADv5YZqsj57rDw8PRa8lMH+sWfMdpMB5kuI7VxZY0F+mQSTAIrSlRA0D3wzNqURf9AQQqIOc62yfAkW0wzZXo3G868s7S0zld6y7rW068LpGM0a2LGyyEFlKcnY+4cpSIElTEj2I6jWCBcDrBKSenkRx5MXYbBTstb/Z39MtvHxLvfaW11NubtZP0651WeqMvHCP0rfulHF3ayDmqcpRJqhJHXyMs9lZORblGyzgQDIaNpp2VD7hnnE4ns27iSMC0gJeuPLYM4TCRG+YGz+Cl+8MwcK9p6ZQ9Ck4/jmi95up1QXjglwTAD1diI2/ImaMy05OlAObOeiiptWr8bRwt7xjwvb29USRvuh4eHo7WYOnzYdGHnTVzt2w4BV8jEL43WOB7O13LgAEEtENWfRSiDXmtNOenrsfb4Zs/jnj5zOMyP+o5sh4nfVf7Zh3kc9ue6gC9Vkvj86pHBtLOONTAg7993ChBjpdfDHQc6aNz8B0gZHDgOdtmJ+mvtdy9VLvQTtMCl4zXYfh/Kt1no4lThWg29GbIw9IEfqbXWCr6TQY0vra2lp2dnf4+HJ+RKp8nwzqWUz2Ml6iY6NlnZ7J25OiG33YeCLiRJvNAgHkWCNXR/VQqzKjQr2lydGHa1LQg3+PISK0QoTEuKx/pKD5z9GTAsb6+np2dnZEzrYUhdgBWfs/B80Ru+J61P69NYuD435kB+qtO1oed25jVil6vzdYoHzlGlhz5co3Tb6SymDvV5jaoOB36NGBhfpY5AyFo7Mp1Oz+ewx49eEFkbdnyHmunYFlOse4Cpm0f/B10tWFlbBUIoJ+ttX7rRl0fdsoUeXCfTjUyFtcF1DVWR0g1k+HtYx4zdgla1+UNy4lBlu2qddLVtcwVeUAHLVuMi2ugk5257cjU59ZlmnXdpw9hT6y3PqbTY3EwhI05T7vQThPmOH1Rj3WzQ6znEM5ms955oZAYORt1pyvsoI2q6AMlsQAiCD5CjH1vOFqefXIyfskwyoEB9v4pIy6DAKc7vOmd+yxYRsjQtEa9zGU+n49SLlZM88QK7XSX04I2TtUQ2oEyZzvz/f390YudHW25ObK3Alu5Xc3KfA006BNH4nUR5ktKDR4RwVQjVFPF/FSjYtm2U3M6zDw02PBaoJ9hB80YPD4DBYAY/Xud3g7aKVnGhc45w+Ksjedn0FTXp+qzncFhvgYKdi4+TMQRGwaWsbI0YHphB5zG5RleRmFsruz08+wEoClRGvfg5J32Nxi3c3KK11Ekv52md5FOjTYZH7yrFbDms6PK6iQNABxhm8bVBvpZduQucPKSGPoIX2twhGwjb94HCk0MZAycvcZ/cnJy5u05j2oX2mlWoiU5o8R2oBYy7t/f3x8ZXIhppAMjqrJO7csyCoUp/r6uieEsebYdN+jazgCjZefmakQMt2nAfAwI6MvAA6MOyjdwMJ3t2GwU6xxRFBvkZLxnz+t/KLoVmGIROxzTzsjZRRqz2Wz0rkwUu6ZtuL6m0kD9HhdpSeboyJ10HQaB+XK9I5SKzp3i5/nIsQ041bbIn59rh8Xn7AWGF1zr50FLxuK0qR3I1Ikp0Al5cFTqaMdrtY7+7QRqVqYCqSkgQPRmvtfMh6PySiPz1QDAEU5Nf9cI3/pYozOfVMU1ti/QGPmugM2ZC6JR+rdjcTbNgL3qm500671VF3i2eU2/fOelB4MFvkdvkB+nu/lhnrZJBhJ28IzBeucMUwVHlfeMwbaQPn14iKP8R7ULfSKQDU0ynIFIdAnxSeVNFUdwBqzz2jZqMBjG4pi41oqMMNlwOT1hJwIDjV6nmIdQWzHoywUXCI4X6GvKyo6Q8YK2KQJaX18fnS6DonMNiJmxW2gdBdTIhvF6XjXycVRrA8GzaHbcdd3Ljf9N45qeM6iyTBmUGDjYKYOUiaIwbFZ8AFEFS3YITjNDZ5TZ6UaUH3mCZjV6hGdJRuu+Tm96XnxWDYqdiCP9mtYy7aBHzSrUrJCjk1p1a2fuuTBu5mNdrg6mAmk7Er7DXjjCq9fzLNPK8p6Mq7vp08/muc5e8Hddw/Tcob3T4MzfkZWBCTLqDM9UDYEdc6W31wqRPfr39Z4LcsA8DQAdjRuQVPBgAH14eDgCmuZzlXXLG+O0XkMTxuBx8LnPAn+pdqGrZ12AYeFxdJOMUwtWMAy5IxkzH4V1yiUZFL9GSTY8OEiUMsmZvqaO+EPgq+D5u9lsNjpTFCPLeGuE6mpTRzD8jeICHvgfZbMDcyrJUbcF2NfMZrPRcXSeP2MyzzDKdnTwzgpr526e2MjWsy15jhXKBrvrur6i1RGif5uOVUYccTHGU3kd8d7K6+9NZ57J2pwjen9v4OAInO9c/EFzJG8DYhomGd1v4MB35qOdLSDC0Tppt5oyoy/LBs/1OhZRLDIJvQxea6q9GmhnK/ieZ1n+7RBqfYEr8Zkrz6kpfZ7p7JedqA24nRL04DsyCc5KQTfLLvxnDHb0Bm9VV31EHvPEjnjsnpf5SP8Glba/8NEOf0pvDHwth74Xe+G1ed9TCwdt5627zMP8E5i51l3W6tlkbNQshBgthA0CORWLcXa0iAC7P/9YqG0kk6FyjdOB7JycTnF6pEZHPN/pCUc5yeB8Hb1Y0U5Ohtdr4TS4thpQxs08PG8iSpqdielkZ2bkbqXy+KAT42M8OLWDg4PR/lGnDe0YDVjskLzu6/QmAIH7a4TT2vhtMa7oM20dGVvxDbo8R6e2nCI0ULLBIFI5Pj7ui2Es7xSI0JdlALmvgMtAgfkb9DA2AxnWGZk3mQU7B6IQA4muW2Y1Dg8PR7phI87/TmWbh3znCNBvE+EaDrtHzi0PGEvoh1zzv59hgMi9Naq37jhSMS3h6Ww2G526BX/QfejC59B2KnNF1Tm8clbMDp6fWveArjpCsy1witTRtEG6aW4+JxlV9wOS0V3mbMDnIivoWJd5ambH9tMgjf9pFUhYNwxUrU/M4bztQkeaNgbVcDlawYAb6XJ9TT1aKRzuG9EbleDgMJI1zWPm1rSSUyo17eSUkYXIaN9pOV/v/hG4k5OTfi8cdHI0apoYjYLEvaY1FZUbWCTDWzwwutAZZ2AQYKNJdFLnwRydSqxOp6aGzUfLhw+YToZo01mBrutGezD53ApumTDfMEL1vE8cKLTx+OjLMgP4cSQAPRyFQVPGbeNo+XFE61Sc5wcdnBLlHubqtLwNqo1epafHNpWdqClivncE7udZLiwv3jfpazl4wMCOuVkmmefR0dFor2x1cv7b4zUIRm98ELt1mFcZwiNHln6HKjJoe+HahRqV2alBM/iGvFhWkTVXSBt82BZMRWnM1RG3naRp5n6nrjPohC/mm7e9+T7zkHuZ1/b2dg/gDPC9VAE9T+l+eSPN+Xw+cjbJgDpqCsWCbvRLM3ICYduYIagIl50limWjV4ULpXIUaWG3UWYcTmvYkfLMWm1otNZ1y3UBb/fwOwpBhBVd2/n6WY7Cp5wS3/nt6qToLOQ+YgyFrilf+rHwM+Ya3RqR+mQTH8o/hWJdWOL9qy7CIrVIP3xnOvG7FqoY6NSSd+btjfCbm5vZ3t7OfD4fRYmeo9dr4IllxHLnyNWRxvb2dj+OGhnBE28r8JF17J2z/HCqlIEJURbVpVMOxVkCsj2eg6Nu5uLj6zB0XkN0ZsnA4/j4eFQJ6uyFsyCM0VWY8Bua2VEwDipwLQPwyOAaPjkatyOCH67qtb1xlG+bZHnCuXj+NdM1lR3b2dkZgQzo7CIr64IjYTtlR3rI6lQxHPeRKXBmivkwZtsR2xKD9Lru7cyKK8EN9uCdAcl52oV2mhAK5+mwH6Fy5GcDXde9ECQImAzRklMcoHyjNCu6KxnNeCMjp3NwAhjeKUPm6MEGxn9bye0s7BT5v6aoDCz8bKdpnEpxdFtTOMzbJe3QAP54XPQDvYkCfNIR/9fycJQAZ+bx4/CYox2135piZbTS23F57dRRm0+U4h4fsA5v/Y5AnA8yiDyRovP2Gp6HscKBHR4ejmQdPtStFsl4LXY2m43ejDHlOLwVBx4ha3b6FBj55eM8h5/5fD5K8UMXy5GjOEfZ1h0DOejq04OmIqsKpisgtNM2eGYMpMG51sWEBn7oDZEtukfU40zLFIixblof4SeOBf7w3lXrvfWE33aM6Lorx52pSNKfhVtT59zntDC8tQ4yL2TLuuX0bU3no3PInkEr93lJpmZEajRs2TY4hla2FYA9xn7edqHTs+wb3Nzc7I9PS86+VxJFwnCBrpzKwZlWp+FIoqZyURgXIPA3zhNhsRKZYSAxP8dpZSsRzDbPMKh21Pw2mqwnBXn8phM/dc3RhnjqmmS85mRDmgzImOfXwiCugV5EyPTPODCGydI4sG7k9RMDgToOR2bwwaknipZQLiP56sjr+CvQgQ+OppzerVWFrsB1xWMyGD7zHyPoudU0f3XAfp4No9dmoQ/XO7VpQOr1X2TEqUXGCMAwoLRsWn4Zq2XNoA0e8zxkhrVf5g4fLd9Tz+Ee082pT/Ox8hz553qnOK3r9XrLJX8TOSMrHHZiO1SBiXWxrh369/r6+ghoOf3u1LFBBnJrMM1n8ITv7PCr7FdAY4DENR6vbbfti+eLrHoutne2V5Z/09MywTMODw+59lp3WdOzCAuRg1FSjYrMAEeTjtZAlFxvx4UDNGJ0QU417BgQG9Jk2NhrZ+prUUCudfRl9Eg66MqVK6P0Efd5baJGyiBXn+lo4QJQeE3KisFYMDT1SLWpPutapJ07PKMIqJ5aw/3Mie8wVI7wrNwUgWAs4Cf0rykvnoNceI0UBXVq3lkC5NFpfcbr9DYGvx4RZrraoPr7ZHjLjd/QwLMsp44W6Y+xOcVtZ1gdrR2KsyBOufqoQke/zkyQQuXZlgEDSvp04ZP1yUbRIIyx2sB7DTEZnKP79/wBwl4nrOv/BldeC6XP7e3tM3LAmOxMcFi+Dl1E13yPgZ9lgj6q3XKq0mPlfgMMVzfzHOsu6+oGoRWgV2drfXCRUZUNr6Ey75qFM4/9XIq/7BD57Wd5POY59g2eOk3+Uu1CO00m60IJp01oVhKEClQIQX1WLWtMNooWVB8mMIWqGBvKZgecjF9vw31eewDxINReE9jY2Oijq5OTkz5fb8Pq9SoLGt9zjwtSXJEJ2nXa0YpuIccQOQWDsBpV2olXJ0u0w/iqUtqgei7Qm+pClIy0GmkzI1EDC+bD3H34dY2skRfLlSM4jK23KNAPvGbMXTe8Ud7LBPBtKs3uKCcZUvyujLZzMx2dCbGOEBWSYrWe2JgZhDmaQf49Tkce5hfzNB2rs3TWwpEHzsuHEvBdlUsMIRkhR0sGMuhz1U3rdY2Q0GnXJfg3cs1ykeXAES4AhjnRDD4Axc5Qed7W7/ridT6HNlOpaPNjsVjk3r17o+cAPqrjStK/zs7HHPLjFKrp7YiROXmtkd8+KcjAEf1ERyiyM9BwxAr9LR8GI+iO9arWiDysXej0rDduJwNSsbFy+soIZCrc51ojIBCRo5+pFISNGYqFIjvN5rE4FeuoCeYyPp5hp7S1tdWnpO1caHYs/r+CCQx+Mhw56GuZr9fnKgCoFbJJRkbCiM9I0oYK2jrFyLOpIBX/c3y8fL+jDT5K6+gBueC+iuL5vKapoYPBGIoJXeoWCM+V6MpoeMqAOk1Mv1OgDEcLnd2P5dmntTgz8TC5tXOw7Nn4ok/wuS4fuH9HqtxvpI+8mc+WE9OvjgFab2xs9Aa3ghwbW8smDsh6bRDC38io9akCYRtyV2I7dVx5Z7ljuxkOpGaw7ABMJ8uS18YdvZsXzKXaRY/VkaOLYSw73E+fHst8Ph8dmlJtnSNgg1bbgWpnACAGoWTIvMzBuA2y/fo2gye+NzCtwchisUCurnWXNT1rxJiMj5aqiMPGjnu5h1QAnyNIEJdzTnFC3mdlBIbTqI6DZ7tqD6PruSRDmb6dGwJLX4vFYvQKrLpAnoxPHcGB8zcGiLG4WMdp3BoxeKHeCO3Bgwcjw2FU64V3p6AACVZq7nOUx/wdqcEbZwegoSMC05Zx4mT5HBrZiTu9aURaj/SzESJlCr0ARF6Poo+aap7NZn1lqtePLMeM36l7xm0ZgyZOIxoEYLg8/pp6r4bP+0YNBhyROlNS1+gNJHEQNbVWQVRN8dlRefuTASWNuUHXrutycHBwRsYc+ftvp4SdgiQC9FIAY/D8PGePib4x2ESI1WEyjhoAmF7Ijp1xBcp8b12yHaw2w/bTds2Awvdgw/jMdoaoENtgB0kA4tR+zczVpbYkI6DkeVabZr30OrIPO2EM9Z3G52kXOtKESY4UYIJTDEb0p/efQabJ2UPYEWgUgXUSrrXTNjKbcuI2Ro6Cq8La4TLGqXSE0ZkVlvvsBFFWBKcaLTtqozYiIFJbGAvAgY2sC3sqMjfNPfZKBzsXRwJWHPqq1X84qepwK8qvjtk8T4Y1bhAqKRvLTo3Gjb49Fwy8o1X/9hi8xIBjYvw2OKbR1LqeDYkjyePj437fKf2C3M0L06g6Jl9X6WvjZH0DgFFMxD5VdMK0dCbCdPf3U1E7a/DwznxlLF4SqMbYOmq9gI4GmB4H+uQsRZVtruV6Lx3Qn/U8GW/1MrDDDnGv1+TtrG2jptLZVe6d+bENqM2RuPXSINrXWl5tB6b00OCFVqN2AwhsnoG3eenlCPg4BXgdxJByzmWONI2kcF51kR9DBrLxnh+uS4byZTsxiOw0ge9xP/5th2cnbucGqlpbW+v3u3kuGA1HFDiqWqGHYtZ0HZGGi42YK5EkSljRviMt6Oq5YdhNPyuj6UQkVlPO9AXtqlGsyo0BMMr2/dCi8tYOzalCaGkQgYzUvW6WK8bucUyl0JgfRtsFOK58tTGFpxjaipwtq06/MW9Hc/wPHeAZ43aEw3WOPj0v7q+RCv9bXvmhuMRnsxpkel7IGrUE0Nc0qyl/A7UpebDMoj88y/LFc/gf2kIbL0kwDvTVf9uow0tHwdCiyqNlhmI4qseT9Pt3nTp39O0UqLcddV3X74E06KQf6E09gt+faoBbMxSWYQOrKgPJsFxQHZ51iTHZXvMsF9ZVpwp9kRfLmPXVRWjum7lBgxp5P6xd+EgTg0R6jBQaTLVDwEBCbKKT0z57Y2PDagI78kFpYTQI2QYAY8sYKLyxM3EKpEZcjMvpqqkorBojjBn/048dBAbX60M1umBcNbqiMT+uNS2d9qQ/Oz07USN90wKFSMZbLnAmdvimiZ1lkn5N1BE4cuOImnnWCMzpa/Ngc3OzT93bmE2llpyuJOpi/jVCgAasW9FvBQ82GuZVlS9HBY40nN2wQ3V2wrpAlOjUnfnldHYFQ65er9GYeVhTgJZv6OjPAJ82vjTmWGlkvviM48rfGn1b55FJZ3QsI76Pe12Nbh0ClNfIiznUTAQNmaLVA12czaAv/ve6NDS1nHhsBl3Iq8d2//791PoS91fv9Xo1c/UY7CjNyxocWL5q9IptdwbEYH5tba0/a9hyctr35Y00MRown5fBVpTkqKumDI1wUBY7NgwVfTgC81rQbDbrX45cDZNTARZSmMpzvOaSjNc33I9TsP6e9SQExJFOklFUgpB4Dx73cY0NgqOZmqpzxJIMm7eTcVWukSoO14bAAm9nzNxwIEaoTk3BuzpGp+mh61REDJ28VurTWWrVJI67taGyr4IMwJoded2vyLXMgQppnKwjL5C7o1UbZ8+L1NWUMzCoqZEk9xgA4HhqtGn0X4tNkCU7bqfuTecKnGyAq6OoETRjRa48RtcYOHJfLIYXc1sOaroaeWQu8IVrWMe2QXeNAc8nyjRAgC6OOK3rzii5H/MSIHRyctJXtdox8wxv0agVu+aPbQqZggqgXP2KHDkYqTxknNvb2yP5c2Dh07xcEV5tOPN3dI8NtQyxDdEHNFjWbUP5sZw9ql1op5mkZ4YLHkh5VpRJKoXmSMknuTjK85qUhc4FMVxrpiCIjoos6Ovrw7sRk7MHWjsKtfByrVNZfI5gG31yvVE+xTB2WDZ0jBlHznxcgGElseN0oYoja6fHbPD5vhpbHDzz43lc7ywBBph+K5gxDxhTjexA80aeRqg1pWZ+VEeUDMbSsoRhsvMy2raTx3DQP/NpbfkaI48bWTQYMv1q5qHSx+k7xmG+8IyaAbAT4jt0owJUG3QDBJ7HXBwRWJfQa9PdY4Tv6JVfWAAdvbTg++BX13VnXrSOvmDg7Vhms1kODg56eq+vjw/5xzE7OjaAd/rYMm4dh0Ze/6zjMK3Qa/hJu3///qhi1M9BBtArg09/X6NI10fwHXSeqrblRCX4wg+2xctT9Gc5s6x4fLZhtmsORJxRQF+w+TzvvIe2X2inCbOc2kAJnNbi2mScwrJx8l4n59O9l9FG3Wsu/O3qRq53FLu1tdUzkf2XUwYMBaIPlMZOzJEW1/mZCDV/04ejI6c3HOXVtSynTuzwMFCsAVYk52jcabvk7OER0BZ+8kzSn46+DFactmF8PM9oHTqhPIvFos8MOOI1rQFVgAzWhx2ZO9KnHztE/03fvt9rwVTQ2kggV/AVOaUvgywbZZrXMA38oFtNlSFjABFHlzZmzNcg088hEkBeHcWaH5ZDG147NMZsZ2eQzHf8Zuw4cfhuHTY4MMCGn9Zby6b1zwAG2TAYM5Dx/lmWBgw4eabX4qx7XOelBJ5r2fAyEY3PHE0Cai2LfgZ9Er2jozVr4sjaz6Vfr/0bwFA5a3BonUbnTZcaoTowMVAxzThwwrw04Lee12DjYe3Cr2k6jQKDjdxRXAsNxqoiOfbB1ZSRU4tOpxwdHY1O60EZkmFNCsXlOayXGckaYSNINrYw2Ez1Pi2nvFpr2d7ezmKx6A2s0ZgjvGq4qvNxqgpDZaUxGk7Gpy5ZmJNBIY6PjzOfz3vjwnOdSqnl+nXuzh7YiDMuPne0TvahpsSpmDMg8KZ485x+MSI2DEl6UESDHzYYOBQ7ZxTZ46VfUrmAs0pnaMH1NngVSDjahKb0jWzitAFCjmqQH0daVVatY5ZN+sexef+kXyTgrIz5wHzh1dbWVg+ocBiO6q2/NvKOxg2AvfRg8OpMBbSy4/Qz/LnT386eTBn6tbW1zOfzHB4ejgCEecgzHGkZcBjYmgZuFVhbL/1c1z5U3tvJ+GQh+jOg67rhTUFE1TynAt+aCUEPq40xePe80b/6ViLbA9OFeZqfSQ+urnWXdU3T6y0YDCMpo3GMJpGRiWql5H8bHEeeRmQ0Rxsw047JAnV0dDRCeF6D8IknHhu/EV4iVQuP/75///5o3cJzI0XjqMSpDuaYDJVvHr9TSnWjMc+hL5TeaxSMwYaLsYG+jfaJfh1N2HEZIFWEXXnraIM5QkcciNdSqnExXRzB1XVxG1gjY/r0YfJc73Quz3JE5Wu9HcP0qqDB8lkjCoM/rvfnJyfDyVR2xvCyRp3WC/PVkS+RGPKLrDr6s2zXaIkzWaecOZEccyJSMd1NMwMJHAE0b62Nsgv+rhYKYnwt814igT8+KB9ddcZnf39/lE53VAWdK9B0m81mfYUtY7VcAtYcbdK/12Ct73Y0zJ1nGexX3YH/dr41Qrbs8b+zQRXUex7M0el/6zJy4yxUkhHQ9vqs7d952oV2mo4OjC6MYGxkeDl0Mj70mOtY2K5ERPEPDw/PpB2cYrVRSoa1SAQTocNoHh8f939jiNbWxq+ZQmkcISKwLg5wJGnlx3g53cX4ES73UwtHmD/G20bHwks/TpMZBFjgHVnbYDlFghPk+tlsuXZdUzX1AIHqOPgfY1eP8PPzdnZ2RkbFRp7+HKklw8ukkS/LnFOxNQKHvtAOp16j2rrcgIzwt49UhH7VoJA1MBiB3x7Dw1LmyKQzEnZWNoaWQQyWDSzG2xGfnTq/p6KyCigoIDEIsyNHN6tBt/5XkAUvXDxkJ8f1LN103Xi9DLmneMwZLYAHDp1nMW8MuI27/zb4onn90gVQnifFZAY03n7G+i/zqy8LsHOsThmZME+hF0dF0o9ftUfmwTQ2oHBQ4gAEnTfw9bhsB53BScY1H9bpmpl4qXahnaaVsRplGkJQhc+nmiTDPkMrdXJ2M65TW0RlpC2N+FEmFL0KmY08yozCWbkd7aBw3OPzYWezYV+cK3iNUm3oWI+0oCJMjM/KTqNPRwd2NEb8ybC2gZIm43Sr58o4XWRlsIHRcQqSsVcHjPFxtGHHY7CVZHQaT41YHOkZ/fOdo1JHu5YxRwnIbDIUOgDmzDc/j7G6mMMGgjSnHSU0M0DhxzJoGTDoY9z85jtHnQae/O0KbmTNkSwy6swJcuT1pipD0MPFadwPHWqqz+ObzWbZ2dmZ3IOLfYDnVMUawHg92zrjsTqCMjg1qMD4W65NB0dY2CrXDUzxxzSqY3G2w7pYARb8QR4MHND1ukaMLngtFFrv7+/3Y+Fz85YXQ1v3DVi4z/P1mLzm6mY7aptoIFDl/LwOM7ngTtPHVRndmxEIEuuPGJjqGLw+ivDYmBvFowRmoDdAm+mMq6ZKGFtrLbu7u72i2Uk5EqzIjzHDeCua18cQdCPJqbSMDSLNaS4LmMdvB4ORYIy+DmeIEEM/KywI3U7I67XVkYNU2Zzs57LOxXgdmbuiEQMG0LBz83eM0VENc3VfBh/Q1gDLjsPOnfuQT0d3vhfD4yyGkTLgyWnCegoNY7aBd4YCAw09DbycGvYWGUfujhanThw6OTkZARj0ZWNjo69etWOHH9ZvH0EHvV0QWKMQL9nwOfNwgQ208VotET3X09/BwcFIxhnjFL1sK6ADfHcxWNWrrusm3+cK77w+zhzNoxqV1pcZ+LnwBABZAxL3VbNUln3rOD922jWS9PUGEDWqNZ2xHzjPKftV5cNzqsC/prsf1S6000TgHN3UKJPr3CAeL1KtiB7hr07YBpt1Q6fjnIKysTHytVDwN4isoiwE0umfZNgsfnw8vJHe1zmV4gpaI1ueZ/BgY2wDwlpIjdYtvBgSG15HfzV9hiJxDX34oArT3allDC3RmY1GMuwNpTAHRSa1A00MJmz81tfX+/UhZIDtPXZMPKNu7DYyt5E07ayk8MuRsitHa0GWxwtgg5aOsDB29f8KoDCgBmBcxzjt3KBB5a2NK7RyihaHQt+sDdM4phJ+OZqzM4J+tSjNgJM+7BjQG8ugwYcr7q2fvAnGka5pvbOz0+sSulWXM2xbHC3a4djh2bC3Nrx8wOANffb6OvThf/jszM7UcobT7FSpQyuugd6+j7lifxeLRb9MYTBncO1ncz99OeI3v23bCH4MGN2na0b4HrDj8fCdo/HztAvtNCEWSNEow+lSE4j7ODloPp/3guToDUY5ikiGiM5K7IIPhMIOi4jYqMuGB+UDzeIIfaC7jS0HEszn816oidKcdnL0Wp3WFCqz08dQew0hyRlBhe5WJhwSz0F5EU47TIMNrq0pSBtif2YQY+WuIKVmFSqCZl78rn35/+rcMLbwD+Pj52B8cBLIC6DI60EYEWdQAEBG1ZbXKt+mu6Nkgy4bTvox+KIPb2BHb6YiR/iCAUQnMVDQoRpg7kOnfACAZZJMBc7Qe+oWi0W/9QNaMK8aEVU74Mrd7e3t/oBx09BZHsZgo763t9dHqt7iYMdS067QysbcaX/P38be46IBBB01MQ5nkwykkTkyZABIn5wFMGHsfnUe9tGpeMuG7Y9BE/TgHtsRL1XYYRswWuZ4hrOFyK+vNQ3RCS+d8NsBy6PahXaaXl9CCKeMo51bMj7iqqYMILiZhvBgBJJxdGPEZ4eLw3GaEKNpI5ykV3rG5OgKJ2TFQ3BtCOpvjK/XPWqBg1MbjlKhY5IRuEDI6MMGxAU6IEs71Qo87Hwwdhh0lMj84XvmY7RpsOB7MK4otKMdI1ToTF+UrsMfV/Q5g+F1GPZZcq3Tq47qGZfnZCRNcY/TiXaiyPwUCEB2MGKOQqGz30zBPBzBkKqufHEkaoODLKADdlpJ+poCqtcdmVOlatCL8zSP7HSPj49zeHg4ApXoDvQBTNeiMeiOAfcccCDMxdki6ODtMNzvZZKa/agZBcZimtsOQAdHtNgug6PZbHgRs0EUz6aYxzLMeH28HM90psh2z45rsVhke3t7FM1bl+qyBJ8xRgBYjThpfhuKAYIBg/nLmE07xmNbad0gcwMN+PE4Xqq9LKfZWltvrf2B1tqnWmsHrbVPttZ+X2ttpmtaa+33t9Y+d3rN97fWPlD62WqtfUdr7cXW2l5r7W+21t72csbST2A2GylBkj4tY4Y7RHcKxARzBFRDeDteqiy9bgRaq2lRRwYwj1QfqQz6pcQ/OatETnfY2bChORlQpcdbhchrNXVNw3TifhSzvjAWOtGnqwZxGqRtDBJMXxsl84ONzxyFxdyMbJPxcXf0Cyhw9S59OxVkA2jAQL+1EhHZQaG5HxmxY7LzRxYx2lZ6ns2pMtx7eHjYOy5oZgfAZ9Vo1cyBkb4jE/Owpuvs7HguBq46ycpH+GMHWA0jdOC7WnkLUDDwow/zvrU2KtbhHtPCoMM0n81m/Z7IKs8+9tHZJsuVI/wK1pwaRT/pv0bljrj8BqWu6/qThZxJqxkqZ4CSAZygv8ix9d77lJNx9TjjpkDHfOI3js/Rn5fGXFtg/eE6QJvHZYdLJsFg3npl+YMO1WbyTBfPOaKGZtgL0+A87eVGmh9N8p8k+U+TfGGS35vkv07yn+ma35vk95xe85Ekzyb5O621q7rmY0l+Q5LfmORXJNlN8j2ttfOvxmbIpzu8t4OwQiSDwuIs6oI5RDN6414IfP/+/ezv759B+cl4/6QRl9cUT05O+miEZy0Wi/7cXEck3h5RnTTCbRS5WAxH69U1Ac8PB2LFsPBZyI3EjPprtOw0DgafZ/Aco2EicKfD+e0ozw4KHoAaoTNj5rk4qxpVO+I1f6tRtkEz8mW+BmRc59STHaTTf46EDg8Pz2RC7IRwkvSNEzZQMCio0Sm8IGVcq6mrw7CMME6/yQO+TtHTa1o26n4WDVl52PoS+gHNtre3++d6TY1+re81Jer0PD8+dclpbwCUX15gx2BHaPoZTNfCNtPD4NEZJEAm9KR5HIzTy0WkseuBCI7kzCP4VG3hw3hegT5jcRofWhskey7YDsuX6zOc9kankH0/27bBoMRFe6213qEbUNp+GxB6OxD3mP6Pai/rRKDW2vckea7rut+mz/5Gkv2u635zW1Lxc0k+1nXdt59+v5XkuSQf7bruz7TWriV5Iclv7rrufz295i1JPpPk3+i67m+fYxyPJbmdjN+igZFPxpuOne6shgqjQPNReKTYuP7k5KQ/zcZ0czRqtIviusE4O3Yfr8cP85qKFmyAmSutRk9WRn9HHxZco036depmyunWNJ+FuSI4I0D3Z/TN/Bxp0K9pmwwVn9DHqLaCIH7b2TL+qrx1HE4JW27MY5S9ZgNcPMSzGStv5WGetUq5RnnQ0PRnLDgap9lceGIZ4hmMx/S2waz77AyebMwMfDx/A4ualgMUWJ6cFTBQrMbROuBnWYZMM/ql8M8ZFsbvPZ2mhyMaHAInS9l2eJwASGTdYJJxWU6rrapp05qaZJ5852gc+kIXZAiaGSQjb8zf47W+WOb8N9dbr+FrrUmw3rlwif78bOujwY0zL5Xm5rvl3dkGaGYdrGDxtF3rXsETgf5+kl/VWnvf6SC+NMtI8W+dfv+uJE8n+T5u6LrufpIfSPLLTz/6cJKNcs3nkvykrjlX8wkYCKbDfKc2HXnY0HqjLNd6LaqmUxBQV6UZBTllUatZYRYGjgjCm36TcdWvU104VhS/RsEgUD53wYmRN/dgvBinkawjaa53xGXBpW+e44iQ8YLsDEicDbAxtNPz5uuKfO2kUA6nAt0X6NU0nc1mfYSGXMD/6tihp2UlGV7HVKNUO3ii6rpOaITue2xwq/Px/KGdDQdy5LWkivodBRmcMFau8/qsx2dDbt2ooKZmYWqkUA0n15kOLsohwvHaMzJo52ZDzDhcCW/nmwxVuwaABg+MuUZglhtnr8wPZ4IcdTEup33RE/OWvrER8Ne8TZa2sL6kAntYq+YdQbsPaFA/N6ipAAd5mtJdZ/5qxGx5Nai0jYV+dm6WD1fd0p+roV3YY5mqDt0A9DztfOVCQ/v2JNeS/FRr7STJWpJv6brur5x+//Tp7+fKfc8leaeuOeq67ubENU9nop1Gq1v66GoyRt1G985t0xA+/rbD89YDI2aY5pCf3+6LNUynJuoWFDvUOi4riO+pURTIf0poq+HvunGRRXXkFUk75ea/K/rDMHh9jjQTz7HSYeAohjIyr5EC8zo+Pu63iIBMvRZBH1bk9fX1nj6ga8CP3zPId6YL/SwWi9H5w46m4Dl/2yjZCDuyYJ7QiAIXp5cokAHAcJ0dy1TEzhgcZVQnikz7jFbudbbC0U3XdSPaVyNpfWC+zuQkw/sWKbx5mPG1PDD3+XzeHynnSM4yYMfAc8xnp3srMDB4dZqUucBjF/c5Q8D9U/2YF9X51PVnR2rwypkDjxWANTUe7oOHlj/3ZzDPd1ThI1tTgIO5Io+uYLcjw476WgMkmpcxrM+W+alI0Y7d46CZ3gYjzqbQl6NxsgaMycDpYe3lOs2vT/KbknxDkn+S5ENJPtZa+1zXdX9B19Wcb5v4rLZHXfNNSb71zA0K+934jOiL1BefY7ws3KA3zoZlMdzI2tdbIGwAeT7X2bnym7Sc1wLNLEddTnXiQBaL4fBrI24iKAyljazXNuxY/EzGZGXzGbeODCpQAVXacHiNh/nYEFi5qyF32sTHy1UnYhTqiA0nhCFkThTmQBcXRSAj9Of1JqNZG7IqEza2BkTJ4Bhc2ZgMBU2MyUaigh3+N51r8Yr54/nZeFsvbESS4TxYHBeyYJraSJF5Ma34bf30q+LspP18HElNmUI767YNqQGBIx3Py07a9KgvauA75odtgFf8jb2AX9gbAwNHqM6EmM/Ik8dlEOS+XYhk52kdqP1Bd8uVnSGymSTb29sj8GEbR5+OlK2TBvJ25G7elgJAMWCkzwqyH2Z7+b46v7pMhw45neyxO3J9qfZy07N/OMm3dV33V7uu+4mu674ryR/P0qkly6Kf5GzE+KYM0eezSTZba0884pra/lCWES4/b0vG5wai4AibI7x6+AHEqS9ZRWGJdKx47tdGmBSShdIOxlW9yTjyoB+njZgXf7u6K1kaNBa8MVSkbxBCFyMxZ6emERx+c60PNIAmVLJitB0lMR//5llGrY4+HakYrDh6Nd887opCDTQc1dpgADBsOBwp2MDWz43ekyGSODk5Ga0hUjzhNUlkYn19fVTM0lrrT70xXw1WHCGRVrWRhI6MibHC052dnT6ljZwzRp+XWmmAA/YLgRkPUThr+k75oiMcSGHgAg+Qc4Mcnz3Kc6CbMwJkDCwbrbV+jnaYdpLoM/LH/HHKlhXbjGRYOvH8PR+WNdbXhz1/BojorVOiPtu4tXH1L7xlz6Xpb4BVl3CQKUfflnlsBjanZrJqOhWnzJjsCE03PuN+aME8aY70rZPOUDnlblobINnOGNTze7FYjJbroIvnab12lsHZgPO0l+s0d5LU+PVE/XwqS6f4tXzZWttM8lVJ/sHpRx9P8qBc84uSfFDXjFrXdfe7rrvDT5K7yThNB5KwcPCd17DMPEr7a97cTHUfp2MZCbCjJBy3jd3JycmZl0jTH47TTqVGzTzT98N80m5VUb3uijHnexrX1RQfggwKA70xRwQTpXT0i/DR6JMflNtVmN4vBe2MDGvqD9pW5+johrE68sJJwBPu4TQX+q6nwnj9qAI05u0SejsHjKDnsVicLdu3stqxQ2sDDhuFJP0BF76P8UBjjIpTgo6MHTEYDDG++XzeAwIfQVjTc8iRnall1oaw67o+m8Pc4J+BZnVmjoDq3mXur2liR+E1GuIzV28CrGt2Bp21bXCEZZnkfvY3d91ya5GXBOzo4D3g0SDRz0D2He1ZXqEB9sHAkjnDf6eacf7QHPlG/rATjsZ84pLHzVYxj9MgxbppufeSD9ebTtgbmgsy0XHrvOXYWTkySgYe503NJi8/PfvdSb6ltfbpLNOzX5bl9pL/+XTgXWvtY0m+ubX2z5P88yTfnGQ/yV8+veZ2a+3PJfmjrbXrSW4k+SNJfiLJ332Z4+kX3hE4GzdHOnU9MxkQSpKRsjiE53qnhpL0UVgyPrTYguG0hpGUU6c0C5mdEA7KqK/m5m1QbBT8f5LRAclOG9X5WsAc1cxmQ8ELDshGF344mnT6BzrgVNbW1rKzszOKymp0WtMnjnRslD1uxuqIw9EG4zw5GV5/RToQA1EPUN/e3s7+/v4IrSbjA6VNJ9OZ70j7uzDL8pdk5NAODg76yKECIjtt5mpnzdhr+swRpqNZy6qRt50hP+iZwSa0wPiS4nMlJVkLR5zQwUaL77nG6Xh+bFht7AwuidroHxthx21A5LVYF1O5cMRz9rigaU0/AwatU4zHGauasbGM2fFUO1Xn7OCh1mgYpFvPeI7pbsBwfLzcO723tzc6HtN2l2fYNtDM2ynw55S6U/zIOLLkbApg3Y4TnvBeWPqudtPjgh5Ty3wPay93y8nVJP99lnss35Tl9pK/kuS/67ru6PSaluX64+9M8kSSH0ryu7uu+0n1M88y1fsNSbaT/L0k39h13WfOOY7HktwGedSIk2Z07bUzG1df79AdxF6VzAYcg8azamSFIGCsUCQjPoTcCslaE06Mv5mH990ZLSVD9E3je5SBvpg7VXms6/DMra2t3mg7+vIzHI2wTgeNbCQwbI4a7HRccei0HDRkzNB8NhuOGPQzquPwS5VJHTJfIrSaUXC/yALKZUPPZ14jnRqP5SIZF5s4/eso13yFRzWqdhGMnQ5GhX4cITCXw8PDbG5u9uCtRoQ2qDzXEbSNr9eRbZgZp1G+Aa3lxxGuDxS3nJ6cnGR7e3t0qoz1wiDQBt+gzxmZOkfTAmDodXo7bM+PPhy52gl43nZYdp7M0fJrQ87fgA7bJjs5Z0w8bmyMU6sGiLaHlZa2H5ZjaGp7w3OgqQvwcOLMb3t7O4eHh2cKKJ0x8lj4XdeUba/p2/svmRO0cjGfn2ke5SW2nLwsp/laaU37NKmYtFHhLegmSjIuhMAYOXVq9Me9jjDr56djGSE0mM6esGT88lgbK4wvQsO6Fb95roXNyAlhZ+4ufCCdwbXeMO71w2T8PjrkweNytLexsdG/3YG5Qg8E2lE1Tt7jpaoSB2kaV8MyZfgcCaEcFQw5ArMDgTYuGuDera2tvqIQB8r3NYswmy2LFeANETb9Im+MgfHYKVWwZyBU07DuA74ZADmNbuBB/8iqDax1gajMTt4gzssTyIGjBzsb0n2OUE1709vVxDX6A0wB3By9eY+rQUYFEOgF/PRaFrLjtTxkp0ZnNfsDPetSQV3/tr7bGdgpogM1PVntGvcbjNU1RuuAdQcQgm4m4/RqLfiDRozT+uVozeCSebuC1/dVeXRQgDMD7PJcbAX9GXibz+gkz7QNdbRtn2B9RI5P5fzyOk2fYQkznSrkf6ekLFQ2qDYsXt+wwvB9TY3a0HuvFNc6HWejQPO6AOM12jRyrQiV5sitpked8rNhciUbfePg/ayKoE1vC6+V1xE6gmrUbdowVugCbW2gjDwxcszTFchGxnaajMupLkeIprGNmmlKw0BwihPfmQaWHXhY0beNiB0Qz4PWOA1AkGWae6ALzq9WQE7RpEZ/9OOTsqojcaEJY6gO18jfQNRovwJa7sWRQlen4Wv0iJFjzPWINGgLUHOfSUZpPEdddR426OaXMyTVmSEnlnvzG/DadUORHeO2bMCHCmoBgX7Fmh2/x1r3JXbdUMGPXhNEWD6s68gx9DaPGQtg1DywPa56jkxCK/THfED+T06G4jDmwbyQa0e/dXvelF47Ai2p8Ec6zQt9YLsRT00RJYOD4zD0ipB8j1Gs/3c6DcRtY+UUltG1HQ2M4qemtKpQ2Rnt7OyM8vYIOCk3EJgVjc/538IKCnOKwgriwhcbChTEx9mRSmutjVJHNbKx42adAp7ZcdVo3w4VwTb9+Bz6+JVARu410kwyOi4MsGLD5yjYtO+6rn8t3FR1L/SC79xrvtpBOd1lZ+lCHqembIhqeg+6cQSbo1bT3kCJcdigHx8f9+vMNqzwm7HggAxooB1pcCP9w8PD0dF/U0DUQGltbXiPJX0xZhc7OcL3/Oif3zhG5MAReQV9ODO/Jxce2ckxfh+S4n5YgkHvkAnrug25ARjjYv5VZ5lvlQXLsG2QdcbV8By+YRo5guN6O9gkPW8Ag9b/qk/OCvAc22D4hz0zjV18xv1OC+PAzRPLH7bLegfdrV81EHlYu9CRpiM4R5JGk44eaCBySv9dhQqBUSLQvY1SjfTMTATNKKkit4qeLewYf6ejjKTtzMw7G1I7wBohuHDKUZ0F3WjRhShWDBsmK7odLvc7KqzIz+NEcO0UHUmaxjXdVxG9gQfOnrmT3qsI07Ql4qkRANc+LDKtkXtN3WPoHYnTJ8/hd81OeO6ukGYcNeqpcokTorqx0tv/c6/3ttEHzzFfoKP3IDMvywUyhi65kMzzpA/GhOG1/nJPpaXlzCc+2fDy23Mwn+rYLcvwBD6aNk4LGmCbL7PZrK8BsGzZ7jh6Mj09P+61Y2WMyA+881ogzWCi/k+2wmC5rv85WmSsjghtuwwerdOWJ+hg3UNHHdXzTGcdrEd23M4aeo7Y2SoXp5mHyxtp2qDZ+Hmx10jcyCcZ9i9B8CS5cuVKL/ww1NESz6NP/jfhiRj8zr+aW/daSF2/wjnWytRk/D4/o06EkQiKPp22sIJZsKrwOUKq87fzsKEyerbT4PMaHVaAw7W1SIa5Mw/6rmjf0bNRPXzoui77+/u94nFaEq21IT0u5RnRnHliQDCg0AYlr46bvjGiRNrz+XxUEenIEFmu6S3LteXCzhU5ZbwGaBhCeOFoi2iCN2wgm8k4gmOMXrPE0FpPHK3wP87EvOFZNfric6c8mR9jRG5YFoGXOEQ/27JeDb7thHlpsG3ZZb4++Qt5sG5xn3XGURXPYGyMn7cLIX/MHVnyPGpEDo3saBmnlz7ok3nzPwAF+WDctqEGDVU+GZvB8fHx8ZlsAPcYsCOjtm/WHa6jhsA2uWYLHvaSegMzn5pmp/yodqGdplGPUWtNPdlZIDgbGxv9QriRKK9pMtrzM0jJGTWura3lscceGxlWG2SntWC8jY/PIPUzfW19xZAjOQTJaRUbLs8do8aPUZ7PHXUaxvdWYJCcPVjaThieuNLYqUhajQCYn0+RsbHFKOJ0bfzgu50wz/MYnd6ujh00TORtBaxGjmvo1xWgOCWvndnBYCCccbB8GAhUeWEOjrhrVAF9nEpHjrkeeQEUUejl1CWOyaBpNpv1b1FJxgALOtrIVydjUGGZMzB0xOyo08DI+u15wRfrKaBya2url09HjycnJ6Pzm+1EHY1XQ2uwg8MBYFk/+Z851joGPnM0i8yZXsiHdQU5cmYMOjtLVqNTgyfGyjisM9Y9g3/4gVwYfEI7O3Hb6ArCPV8XSDqt7ijVyyMuijLv+Nx65rHyne3Ro9rL3af5mmsw0o4EgcDw8RmC78gwSS/MLoyhbwSfFImZZoNDUQjPhQGuzHMVoLdR1CIGR14IEvsZaySH0rKFwtVwHneNxlHUKkQYRxsFv5+Ua0x/R6Z2Kk4xJ2c3f/sF0Vzn1PSU47Tx4PVaLgaBfigVBwQ4zchYfAwez8VAu4iDqlqX7QM+GLcNlNdhnRb32AFBpMHqXI2KrfD075S0U9Pb29u9DJhPRtF2tt6bWHllGbZsOZp2kQ9jo3Efr4DDMCHH8M4gA/lC/pyehCez2Wy0bgsv6dupe9MBXhv81TS7C5yYT9cN5z7bIbtvV4/aflhvXEXPfHGU/tuyWp0nMuNsCOlqZ2i6rusr+GvGA2BFn47yp6qS4ZOjQNsv7Cy0oS/z0vaCrSa+HrBJJsS2mPqBerC+52u5c8Bh3ajg1gFRzSo8ql1op1nRpFNBTiOYcUa1LpixIzG6Z12Evr1IjVGpa6Lr6+u9oXX6gec4Z49iOZXDOO1gMHT074IKhJln1KjOKB4l5Jl1zc1I1Wdyuh9HY96+YmPFuBgPisrY7FRtIPmO5pQPtDTSpEErV6eur6+PjKsVxHN2Kge6o2zIiZWsOj+nJe1IqpO300B+kVUrrhG9sxB+Prw1Wj8+Ph5tb3C0gXN2lM88jcRtkHz+MuO07vCZQQJ0ciRtw4sxdIqbuaytrfX8qk4LPXDkO5/Pex1DLqH95uZmDg4ORmCD98/SN+u7zkigU06zenuWgWPdJ+5In/nVPYh2YtDFGQ76NiBnDFzrA/hpbPWwDjoKTIZtSci5swG2P1VHbAeYq5fA4LOXBWok7MI2O2nrph1cMpzoxPO8rulIl7HbJiObyfBuUtsJR+cVXL1Uu9CFQDDF+3ym0EN1pk4bTaU+EFauR3GJGm0U7YwtnE7jJMMm9fl8PlIAR3HVkdhBGIkaBFQn6ci4zjcZIl+PvzounKvTbDVV5ufxPlAch9diTVv/hr42eI62za8aObF+BR0xSEbiVs6a7oJfNT1YI2ZHNii0o3wDLjsjDBbPcbbDEb8Nup24MxIGDPQHH00vf1fBgdNiXlNkDEbplj0DqprKhW8AtlqR6nHUyNwV5owBGgJI4RnNERk04pAGZw1MJ2hfMxcGZZZPy+wU2KvAy44G+bH9wLmhH+g346t2ycsMU2CbZzF/eJKcfTG6HZABlEEZ4zCfLeN2JtZDdMxbjXDazn6Zd4AM69kUWPZpTMiDs4LMxVkW+q3brGzrPD/sjvuync1lLwSygUoyQrDVqdnA2KDbwNXvaukz3085Ygs3ymZ0RlqJa0j52FA7XdR13aggxWsFjmjr3BBmDqd2OsWFII6E7CDtXKxcGCjfa3DgNTAE0MbZBp8+mDf3O8oyGrUxtJMBgdY0pg2A0T2/Scl7Tdj31IgMJd7e3h6lGE0j5lzXFP0dRpTPAWF2vJVH5h9z4xnmmQEa0Z7Xg5A1UmNESkbqBoxJ+vn6PmTZhgf59Dm10NZOqa7pOTtiw289s+N3BMWcMLSWswp8kR2vMfKdaxTcDCiq/JNStiOBzklGQIJ3qS4Wi5Gs+tAPP9tOjO8NMAzaapqdzyswcJSJ3jhNbrszBSIBn3biromolcXu07rn2o0a0LDm7WvcarRrkIqMwCPmXH2Awal1vWauHtUudHoWYbeRAXlUw2WkgdE6ODg4wxhO8KjIijUVkLQNptMuyTjXbtTsqNCGFwGszo/rnIpwpAO6s/BVo+M3HHBuK9+DfunHraZKbNBqFEpKkMjZ1YfwxsDEERf0sRGwQbNSQVvGAz9sNL32aeUwMmdcNqxWbPha1wFtbBzpk/qkL58yhbzYaFjpuZdnVvBSgZTvq8sEPJN74LU3gTsa5d4q5xgtkL6LSCrvKu1svJFT+MDeT6eNnS7FMfE8O1uv3ft5plWlT01pe48xvGFOTmtyD2vmjjgZy9QaP1GRDXfNDNWsFTSooM7ZH3S+Gv8K1B2h+r6qd65GrZEzdsl2qMoM/Accmf7Qz1krmgMZ0wY6QG8cmdPiybAf0zJkfleHavDkax1tmv+vi+pZOxJaXfeyM+Bzr/0YmeLAksEY1gZKxRjZyCJ4CJ+FAkYzRhsyV315HFMRgotPnK5C+RBcz5ExMA6MF9eyZktzXxgeK5+djY0VCgdwMTK1szO/kqXRPTw8PFPhV/lDdEg6xRV/SXowZFoREVQEDgjiOTamNk4GKaa3y+ark7KBtoxWeTLKt7NC+Y2gmUM1co70MIo1PWod8HMobjLgA8htb2/3fbG9o0bW0ItIOBnOwjWYswEzLZF1IjGnraeK8vgcY8c4qmNC/pnr5uZmtre3RyCStVCDshrNMW+u895B+AwP2TpTja/BQI1u7Ahtd5Bp/9ipee2ygkia5Zn5cV/VA55rfjow8Fzpl89sj3ytbQcVywDXh4EA09p0Yp71xxkLp2aTYYnG0bKDGPeNPp830rzQTtPrKhhIE94IjM9Jk1hw7BSS8cJ0Mn45MZGNIzv64hn06XUJpwwYO4JBZGKjZKPsKMqpT76z4kwJJz8VEdohWPBtpDE8PLO11lfYOa3lNJyjEqc/+buuoTiihv4YHkc60A8DZiPh9QvGslgseifgfWd2dgZKjvg9Pr6zc2GcpqsNJryomQjTk/kZwPAcR8jw3k5+atnA6J37kXkDktlseMXblGPCueAIaxRRU5LQqwJQy4H1yvJWQZmzGAYOzM8G0LxgnJY5ZMHg1ocv2Dl5Hb46eeboPg2OsRX046UI9JQo1dGS+6ugu0bb0A/AQCUpn9lembb8j5666MjgAVojV66udUqbvp2pMKjl9DXbtZpOR9ete3ZYPMM2zs+3w3XmxlFvPc4P+lILgIzhLFnmOU+78OnZ7e3t3Lt3rzc8yWA8EKjk7KHkFkgX0lAx6EjBRgiB83qMET7M9HoF12LoESCnZJyi4T475GS8nuc9phY4H7zsdR4bha7r+upe+l4sFn01IsiN50wZTH/uebJlwofSkyrzHDEgVnSnwXytHYYjFM/HPKW/ZJxSwjiZJxiLnZ2dUfGUU1fQl2088MjbkBzh4pyRBUdErhat0S/Phr4Gau4TOifDWhPGzYaDN9UwXxy2HSWyvlgsRkVp5g10NMiE574PXkFrr2nXg/D5znzwep8BnoFhMnYG5q+Bk6NvaAlt/EYf7Iifh4w4+oKGjrJ80o2deS0EtB2Bl7Zh6KYjPOjmrWSMyeDYdgLZsE1A93gO9xhEMH6nMB2MkDZ1lFejZPTC64je0mVA42iaZztyJRNnPTcw8fYmBwW2zdznCNnLdo7saQCRl2oXunq2OiY7y2RYW8SY2ZBB6Pl83r8nzk7LqY9kjHq8HxBh9yK4lc7GaspgMX6/DQGGV4dttEqxj9eekrMHPtQUhedWkRhjseLzmYXSKQ6nmWu0ybyTIS3rSNXpVWjoqMTpbfhj402r0QqN5/Pb1dLOAliJq4FizN5PaeeOc7IBqc7DEdJU2tIpeF/LHGpEfnR0lJ2dnVHGwTLneQGMnE43j6Ad2RT+ricmueF42MKCLD54MH4jhbcI2JHW6An6Mz6DXcuCAQfjSNI7wdq3ja6zB+4Xg08zMHzw4EG/79Vr7eajQR394zgMZg3caurdUSzX+lQcAJOj0cobnmVAYbto/fRboOz87FCdEXJK144T2U8yit6Y6/Hx8DYa2yPzwn1aB52mrTRk/AZvngM8tM5DEz/XWYkHDx64WOpad1mrZxE0R4XJcGB5dUB1LQDhhMGkspxK5Dlra2t9par7Pz4+7g82qJEjZ9vaMKAAFlbuNULyekSNHB2pVkdVFZC/LZD8vbm52ae0Qf9Op/kAdFItRANGg8yFVAc/TgVRGQd/HB3Y+HMtKWaan1UjL/p16qvSlnlx0Hd1HHxmOthosZ8PB4wx2d7e7pXNBnB9fb0/Cs1pZPPMUYtT7zU6wZEzVhyV5QNj6T68ps1nLgBhzAZ1OMwkI/1JzkZTjMsyyHgZhzMC9GlQhZ4Z7M5ms74K13Lv9L7XEIkQum7IjKDP9Gmwy7WOWgwWHYFCI+4xOKoZINdTIDfuw3RwpMXzOHkKkGjeQSP6s+NEh2o2CefhIjhHWR6ri9fgpcGJ52In58I4Azzsi+0RY6sZC9vCKnO+D5q4QMs2z+DT2RjXQiQ5o2veoXCedqHTs9UYmHGO7PjN507BOB3ka2zUUULQHwqCEPvkGzvuJP36A8JZUyqMwUaP+3lOXQfxWqvXC5JhfQunO4XSHWkCFJxm5G+iDaIbrzdZubyW6GjNa6COemoKz44OWjh6hg9TYIjvcXjQuCJ+OzsbaEDXYjGs5ziqhR/Q0DKCLMBnr03aOdWo1s6fude0HHN28YmRuWXDcuF52lhxreXX0TM04UAAxkCq3cbeaV5kzQapAkUbYztg6wB90Y8PNPf6Lc6D4iEXcLhK3caZVlPjjINnOCIlemYsjkoNFqw75oXlgmdZRkj122Zwv9foKvC3bUJGLBM8147RttLfQRPbANuLCtp9IIv56egSOhhcVEAFDzY3N3Pv3r2epxUETBUtQT+vpfMcAyxfh25b5z1/Z1lMm4e1C52eBeXXtJ0VzISwsMFM5+5BHaQdvG0FQTbhUSIMEoyxcmE0vSfOTsORhIXDTrSmKBizDTDXOiWKADl1yzgRJjZe4xhtoJ3q8NztSKzoRrNe17GzMW9MM0cvKFFNy9Ic2VhhrZw1/cX9FVhBL6emOLIQpMxbQapSGozZQOPwebYdpGXH63nQFCdet7C4AttRjefutR5nLHyt/0Y/LNs8g3lV2YP+0MDRt2nh5RADLH58v5dZzD9oOZvN+qP4kCfPAVlF1j1261x1osgfc7KzN63rMoHX9QHEHPPGPfDEa9N1ecbPqaCBsVJ74HcHcy88JjtQbQqRt9fC65pvMl7esI4yDgMk09bzMJ1sV3w9OuMo2dkF87PaSWyW12U9Xjtc2w3bAcsN18NP1jtP6X+tu6wvod7d3e1TGg79UUYU0pEZwlvnXaOAukZhBZoyAI4EWhuqG43ajWqq8FVjbucBKrXC0KeRGwKFs6/oLxlSEyg19zr69vqjnabHTl8u+TZNjNiMGuHJ0dFRr1g2zkbQpAld4MH/BijmQzIuv6/jc5Rnh2Ka1WPDqoLZ+HjMlikbzBpV27BYHp2mBAzyTKf+mKPHZIRvObZBo1k36MuRDPpgcOmMi2nN3H06jB2yAUwdu8GDjallpQJgrvOYqxw7ojI4q0Cr0gl5qIDU46v0sU5ax6yjOC7mPSXvyIsjIuwFfdezp+nLaWfbGOu57ZbHBkjc39+fdJzOZgEGebadJHQ1SCTwYJzwxHMGFBkQmB+2R762BjEVuPKsmlo3X52hQ/ZPZeeRTvNCr2l6nclGHkLBZPYMHh8fj1JwzokbBSXDVgCvL9jwQHQz2ikyr58mZ5lqhUfweD5rYTYidrDMx2PBgUEPj80ROKjY648808pcI7Pk7F4yBM6bkjFSa2vDGxy4x4jTxVTQlueQEnQmYAoFe50WB2P+Y/Cd3sN4nZycjAwAsmAnZdo7+q9rOxXtWqagE+vbyAiFM/TniN1O1FkDxupUogs/aIxle3u7/85r9BgLlhwsazXK9DgqCGRMpNpcaAd96Yf+0SsbW8bIj59hmbNjtuNmzDzTkchisRgdjm+5dh8cmgB97BCgdd2b65R0jeRNR9ZcHWG5UtiO1WDBwBeH6TEYoDNXZ2FMY6+f2/nYYUMXZ1UM2JzC9To9tRHYHY/Da7nogmsQsLG2VZYX5Iv5QHMDJMZjB+n0dJVvxlLTsdXpPqxdaKfJJDEIRiUIF1GEkTrGpq79JON0KALsdQs/14JqRldkb2TIMy2M1VGRirJxtmAdHR2NqtV8vw07jguD73QFhhMDQzWdAcUUrZ1SrMJqoa3RqgsiQMKklOgf/s1mQxEBxhKeuiLTiL5G2I5w4CV85HmOjKei+ApCUDY7O/dh529FPzo6yt7eXi9DrbUeFJycDK+iYq6uNsRx20na+Hbd+F2S0K7ruv4VX/QD72okgkH0ehrGmGchRwZ4PA9jVg9BsAxNOd1k/BJn5NP7Tg0iHQnXaNZzt+NBbmjsI6QPF7bBX8bi14dB+7W1tf51aHUNlYrwmhasDpjMB9c5M4bccJ3n43EanDoig4/oN/OrtQ7wnqyPAwYDVMs/c3ZECr8ZE3RFJuxoKxC3fTAYtl7bvlm2nMExqLMeen+p98cbMDg1bhD1qHahnSaEckoF9GwjAnEdzVWnkIyrH13BaURvQaF/Ilg7VxexwDwbLiPq+hz6pNjBUW6NaB6W3mM+CC5zrgpYjYrpVJE29EXZ+fEz3f+Uw7NDdeVk5ZeNMuOmf1/r4hY/3wYHWvnHilqVBf54HRF5Y3w+McegCLr7uTYopo/5xG9QO/PkGeY7/MJg+oxjDKYjMvjp4g47fBtz85HoGMdBYZjng4wmQ3bGhpznmqdUviLP6AT0chRo3fP2ganrLG+mN/carDIvrzdOpaZpdiTQGxoSkVWnaxmHbpYJn0FMtMn1jAXnB80Bk06V2sExdvqFdtZty3h1GK21nu88G3mHfuYdOwoA8rZv8BYg6GwSc6R/R3nz+bx/rZltuYuzAIac321eowtkmU5OxieUVbBcU94v1S6007SQGCEjHDY81bFaIaojpS+vjdF3Mn4DRzIYOxtLKwtCw/V2oszD0aIF32m1irpQIsaAoBi52wjauKJMR0dHo/U+BNGK6nnybFevYWBrVGaAcXh4OFm0hXPyZ1qQn0y5wQtQs5E648TAeg6sIXINc2R9tfLA4MKpYCslxsUpYcCTjbHXtGazWba3t0fpKe5xhM2PS+LNA+hj583YqoG2E0EWmZOfZyDj9GqNornOBVTIo9Ogjrq9p4/vajqPuTkCtezbsCEDBqjwwzrlKNfb0wAo0CUZdB6+W6f8TK61I4FGljl4azBqEAbNj46Ocv/+/dFSB6ll0wDb5UIzxuW5oWtTPOaZlhX+xulbpxgLz7K+cniG6WOZqRH0VMbLETn6h0yYr5ydbd76NXsOkBwAoWdulV+OhF+qXehCIAtnNajJeM0JtGzHhqOZWrODafP5fHRAN9/DENanHPHyDKM/Fz/YOTuK8voS19ZorwoTUQX91fSVoxlHhszbYMPo2+MlNYcDg95d1/VzJwVCUQHPQyi9rlhRbE0D+XsMjZ9nA+t1l2R8xqwdUU3VMqaagrUS04cdp+93dDsFbOzseZ7H4mjA6fypNJYzDs4E+LPKY+jl92hiUL3cgOF3IZHpyBy9Rr9YLM+n9fssmUsyRJNkfpAh5mLH7ojaRTM2wFxjXYLe1bFaxmiOJujDBzHUORrETcmWaWRwZlmmoeeOxJAN5ASn4QwHesvfRFXeSsWcaoGWAQfjwXlM8dfAwvch+15zNYDxMgxj5EUYAC9oQXQ4tdZNYOP/GZeBn+2Sna2jbtPNTtP2B34DIJy1zGUuBDKScIrRzggGQJyNjY3+8GYz287MjotiIxsqoyJHudzHGgHXwvgppG2kxPhAxHzObxTFaIuIinFyLaifeSJsoFTGi2F1lIIRxIhxXzJODWJ0oMH6+vCOQ/qHvk5B80zoB8+gAfe6YMmKXotf6JPvncKCHhgbO08pycgAGQQwd4ww91uZeR50sBI7Sq2RMbTGaWG0ze+a+nO6znN3lOW0dD2AQqeejAyXU8Cu2IRWVDrXbEbVB3jutC1ySKW7gZp12RESulSjS+he514dHdfyg/whI9WQshwzlc7f3Nzs12uRKwM+yxpOxCDK8m3989iQAfMSHllea3BACrM6QgMu5mW7VB0T91cAsra2NorwHBAA2O2s2ILjgKbrhq0vfhY6wU+lpz+vmQdnAO0MsRnmowObSmfsegVZj2oX2mliQOt5sQiIld6otiJVmo+usrG2Y3H050VuPnffCBjRkdMaKIyNg8dn4bIzNRqsqT1Xq9KXn2MklwxpFqduHUmwVmvjn4xfcswYMIQ28vDC62F2QMm41NvPJDVlI1rRuFOe5pUV3JGNDauroltro7UTogKjWYwn80I5UUZHQtCQ+cFbwASNvuEtjsXG7OjoKNvb2z1t+F0jGtaAuK+mjp2e4jNHqBWh29GzdcaOYzab9VWp0NypSQyXI0aaqy2hETy2PJmfHg96WyvUGQvzd/EZoMkAiuuhmfXWemGQ03XDKWLM0/pv+mOHPG+P2fpHszwbjAJEkI2amjWwtNwxbtMa+WaMzsy4PgM61VcvWs45wQieOOuGLjk7kqSv1LdNxF7XTA3/MwYfZkEA4ephAzPrJfan2i6nZqfqXKbahU7PJuNNwAjrVIrOaQMEnUOk+c4EhKmgXxjvKNRMpSGgMLEiRxQYZhJx8QyjXwwDJ7I4fekI10pucGCH7/SdUyE1nefx2qmTvnPEJX6cSWv6fEsbeMZpQ+2IBCc3lWq0IjJHj8PzcxTFGF1kZWTNmDEIRMyONmwoQK7w33LiZ9aUrqNgvnMGoyJ9080grfJpsViuKdvhMk6DGPrleqf0oAnjrpWHBgWk65BZF3sZtdO3jxq03Bnte2yWK4/BwJJ5Od19fHx8Zu8rxpB0qHlTnTnPczbC8lbnRurb90Nzrvd6GnOzbCNvnmNdPqkOyKDUka3TjdgClnzMO4+hyh38ND2sw9DA46zRr2kxZVNNSzt3eOc1YNs1bMFUM818j20Tcu4sJKDVgCqX+XCDZCxIdk5EeE7nOO3o9UMcqBlsoic5Y8xsQBHAep0dgA00qMkvvIa5GIMpw+h+nP71mKEJgledlZXe86gI0WlgK1iSUXUnDTpPjYfDve3I6MvzrIrsaNQG0GsstY9qpOzEHjamivaN3A2CzFs7X/PJ0S00hCd1S4wjDqPdarjrfN0vaSyveTIfj8GgjTEYeNVoz0DC0QX3MF9OrKl0sAOxwXSEAa+YrzfSwy/Lq9fliHRrZOU0KfoEPSp4sxG3M+LZlkc7d3QAMEHdgzMizM9gBHrWrIAPYLG9AjS7D89lKjJCNs3/KgNchx0i4OA+89jj8FqlrzWQT9IHJSwZmUfulzlZ9szL6ozNH+TRyw3+LskZnfbvamOQh9MxXW6nCTrhKKlkfMI/wsDnKKwNBJ+bFlW5knEU6YiQCMxFI+4PIZpat6Lf03n1UaGLN2xArRSOhmu/VTiroeSzmnIx0rSx8P0GFYzb0UkyCGxF88y3okyUGqdhNO2xYIiZv9E+G9RJ8dVI3ePnt/faQUMrq6Nxf2fZ8L5K5sy9pjV0MT+QUd/vZ9og8Uynj3me+QG9t7a2RkVZyKpL96ciNNPY0V6N/KvTtbFifo7KoIXXt6r8Vfk0v5AdAyNkhnl4CcEAoKbnLceMHbmDBzwH2pl3FUjSKg8s/zwfh2s9qs7a/fsZ1iv3b/48bHx8TmEWeuJUr8duObOeQVcX0SFTdXnKtsS6XWXX+mVg6bHbHhmA1wjUkSnzQF6qjWf8Bia5zIVAJowLHozWIRa5b6NTI2Mb0mQofLDzrPfZWSJ8TgHZKHudgzE5bZoMa1g1eq1RoY2rGe81CKe8bNymoi8jU2+0hxYgS57rQp8q8NDC47XRQNn8HQ7Xpf7Qo9KtOuz6Ml4fX9ha6zMKLiqoBtpRPLTmc6fHXEzlrIUjTOhlpXZ/m5ub/XaTui5lmpI2Yu3vypUrI3rZWRgAGl0fHh72W2kcLdug8iwf2OBTZ7gPWu3s7Iz0z/pjfYI2Tk/znfc52oi5SIjvTBfohLyZVwasXocnGqnyTN8+pMBZIfjtCASeMTYK+wwAkXPG7LVYDlaw0/Can4FRLXYziPIz0BM7dIMFO0CutR3xfE3vxWIxShezXEH/HjPnNNeMhnWEdUzmZRn2PB0oQFvbBIOWCkYYt3UEGUdm4IV5Vm3iS7UL7zST4Wg0G10LBIYBQ1QNCIQ7Pj7uN/bSv6MgO84pdEaEaCNNCtDrWzhk0hcwDINlNMxv7wM1Qq5ztmAkGRlDO9JkMGQUZnjPJ/QzWrVzRmihqftdX1/vi1dsFLgG54dxdlHNbDZ+pRDInPGiIBTyGO2ivDwzWa6ngSTtVJyB4KACo2EfM2iQYFDkrUgotY0KzWADB4Wj8347R682jszN6Ubkvj7HBweYxzY2GAuMB/Oyw7W8+lkHBwejpRCjfoPOui6G4/ILoH0vclPHaMdlMGhZMJgw7yvYtOwwZ8B0jXLNh5qJgqasqcInO2VH8jXjgOMF0FT6OdPhjFaSHkh5zRkZdYSKPZvNhiMyoZEBCH1M2Rvbu2r/TCvLkZ0m4zeAsZ7B0+qE65zJJNLom/5q0ZltuzM5NVJ11sTR/ku1C+00baj87jSjCJea16jLqDcZrxXZIFq4HHnyLBSAPnx+KQpiREWaw07dxgDD57RSsjRcRCk1gnHEatRv4aU5Gui65Su72G/nSKymx2zMmCdHnHkOyWA0jZjtVKEHKWu2KCDQpjH08vF+dvw8HyPkwyPqYf6sx045coxoXTvz1heDCKJQ3v1oMObvGRNy5fGTroKXybCfzWu2/O1qTvrEaPi5NhCWET732jXfO43ldGqtgMXxewnARxy6zqACD7Yk2HjReJZfV+YKWPjruczn81HUcXJy0q/RVQBiuuP0+NtRIXJv3WUcjiidbuYUG7+XsjppgxxnTU5OTs4ARa53RsK6aJ6iR3Z82CRna6AjfTg1C13RW0frNbrjfut+TTezvMT3XTdsd3IGwnLPPBypW88tI4zBtqI6Pa93IrM+ohEZtW07T7vQTjMZcuVT6wt8X51SMqwfIpR1Pc6MMGojjYPD9fmUfO/3OtaFfBAh/SbjNE4ypJKTjF5kDeNRVFdiJunHBoqriNLpxKnUhZXHaxM2vlOfG7k7KrSBwVk5hYbDYeyeAyiePbXQy0YT2hk8cc5rPVWIBk+4f3Nzc/Q+VJ5v1Ou9ujXaZq4YDrIIfq5lyOkvI9z5fH4mhWYeYZCRExdu1fSS09fIdz2ez1WnTvP6bxoy44jAhjNJf+qVwZAdrSM1p+hrtsbZFvTGn3mriscCHZ3dsWz4hes8y/LrdVWDRHjn7IrpAw2cugdw8Pya2QHgoats6cGOYItYU4SP1kNHUnaWBgIutgLcwwta3VLGM2wb6Y8x8Uw7L8sd/GWd0/yiWZ6c9cCeOjC4evXqSJYNOAD9DpSsJx4Xz0E2mbMzAedpl8JpWgFwKhhQp02Sce6cNJkjAvryFpBkjDCTsYDQrwUThtrJMF6YhkNAmXzoAIJzeHjY91Xfrl7TRzWN5LSNlRphd6Ro54vxtLOvaTGUwg6GYiw7HJSCeeAMt7a2RgUh0Lg6W1cX+5VdNZWFo3Vqy4rEPM1nZMROrgIar21WPhlkIFf7+/tnZM4NwGAHzJqRK0cBIswdp+QoxLJloOco2hGqnT/jx/HawWFo61md0KEaaRthUsmMxSBoe3u7j8o8f4yxgZfXVltro2Iu0wWdwsjXKCQZr8FbD6AZxrw6HHjFc81nnn18fNxXlfrH4AaaGThy/JzBiYEG30Er85v+DfS9luv5OXvkrAw6zv9OeZrO0JBCIMZBxTRy4EiWzNFsNhtFd6729T5oZ/wsizgynlUBouWRH9PIqfMaVWNfK7A7T7vwTtNreo42ndpwqo40QY0U+N7/G9HRJ0Jp5fFaC98hoBYK/0awvL5lg1bXvrie8QMQvJ5ghWU+ODbGD0AwurKS2JAY1ZvWdto8++TkpDce1TD5+DAcBGfeOgUDzxBk+OTfVjx4bgNaI/hqVGq62/NOMqIXCuqIhjnbifCbKJbrvE7r4hrG5khiau3FUYCNYTKuzjRSZ+ykMjFc1aBzvzMSjrrgYy2i4Trk06DHhtupTs/HzzAt6J8+bfwADM4CWCagnbe++Lk8kwjb8m6gYicP0JzKMrk5heklCTvuykPmjBN1GhtZg+52yGRlkFfsjtfrLa+WU9PVttK6AA+tW1zjzz0PeOBxudbANQ0sAdkR0wc0tm1x9bLH4GgWGhvgsZXGGYTqcMk2Weeczn1Uu9BOE4NgNGVBcHTk9BXXOnXCb2/1gLjuy0JkplgwYW6NSBzJOf0Gg3FUVnIjRCNY7gUIOIK0sHMfCJ45cR1zrUbfJ4bYQPsAAjfoVZEnQMPI1ymfGtEYBdtJ0ZeNEfOiGbljILgH5Ovo2UeAOXrZ2dnpIwzG6ciJ8SUDeibFZmX2GIi0OQzf5fnwjr48Ps/JUZ/p5XV45BFHA/2dWqtrnDyPN1k4onIWwuDEURk8gY82/JYjxoORY67QCrlhzBzyb/rDJ9/vPZLwCBnzHkg7SGhnMDObjQ/St4zUcUw5KBtz6x88xqnDZ0Ajc/DatoFH1XvLiOWB59vuOIK0niCrlS4ee7UnPMtO0o7L1zqCh44Gj45GPSfbrLqNxYGB1/HR75p5YU5k6JBBA45kyDAZGD6qXWinacbUiMBFBEadRlQ2GCaYHSzMm1r3pD/6wSBaiHiO0Y6f64jF48Kh2VAyntoH/RBxOJKkXxtDR2g2ZB4rY7FxqPSz8eYzGxVXvNGPx49x5P2h9RqDIfiIgjsFiaI5VYNjoh+n+qCXIxFHi96UTbqRsXFvlSPWVcxjp49wWEb8lrOTk2G7kefBXAFHpCC9TmXHafq52AL61UjVsgFCrxmak5OT/i02BnM4Sr5j7kSoGEnG7NOvKp0wbE6hTRlU7jFwZK41C4F8uzkj5GUZG2powPXWQwNe/jfwZDzVORt8Hh4ejnTFP3b4Xl4ikoZ+8KCuyyFr1n/rvsGhnT+Rrx2XI0rLEI4VmfX/js6rPbOd4m+DTNca2DEawDAGZwsNHj0n2zVk33ppP2G6v1Q732F7r9FmI1sdJYIKg4jgvNkWIvmVUWY41yVLRvk1PRToVCcDAy0A/LahT8bHdllpa47ev21gHmZE6NtGxM7ZBonPGb/H4/k4wgNAoCQ+DNm8qEYwWQo+e76gK8a4OmDWJKqhNmq20wBEGSw4UkIR+ZtrXMhFw8FhgKChnZV5UJEqfVtGHEV4rawWZ/E8b4Xgh3lWWXVEwXz83Dqmmu3w99Yr5uyKb39nQ1X729raGkU9lm3PA9DhtCmNI/icFjTg4lkGdwYcXO+IkM9qxM7nNvStDek+eIysOGrn3iT99egH9gVjzxhsF0jVe1z8+HOAE7JXMz4OBrAVzhIYkHmOSXrgZ5ti50zUV7/z+qSDDebsIxd9CI0BBnR2YZBtlZ2igQKyVZ/b2vi0KsuBnbUDEIOER7UL7TSZeHK2FBwDiqL6nZEWGr6rBw0kY8cLcUE7rsCysbeQ+Zi8GjG6Coz/EUD6qREH86qnbHh8RrQ2HPRp4w5idfGLjbf/9jUYPFcq0r8NsNMpGC0jW+jk169ZwN3oKxm/jNhzwIh4jkbYpK78DFdlei2tGi5o7zUQ5kiRRHXqjibsGA1SmA/PfPDgQV/Ry/i8l5Nx24HbqFWwyLMw8sguz7MT4DpHuDzD11ju0IO6joYTqOAImadKsuu6/oAK67WNGTz0vJyupRk4MU6DUYy3I7Fq6KvcW4/4Dl1gfrYn1QE7jUxGxQ6rRsQGVsybMeBwLIM1arRT9fq052A9sRy5UMlyaSDO/JFtA36ntZPhOE94ZqfnWgw7P+bqNU6+dzbKz6cBiL3EZf010DEIrcDppdqlSM/aSDmChCneRAwR654/G3kjuqmoJhmcWjWuEB+GGpmbKSB3GxyU0G/DIGqwEbTj8XVWIubF//P5PFtbW6PDG9jLxQEANV3ktEmNWpLBKDilhWDaYdZotSp5jRqgicfJ31YYG5SKFHmONz5DJwoqnFaygfcYHeVi7E17KzT98xmb0L3Vg768L897N43cd3Z2enlmzJYBn6LEfTWqdfaFvpBj+mDbCH0b+BgwMR8Mj2WI/mv0gK6ZN8g0ByV47o4scHbmi5/F820HvHXKywP0CUgyT53mw6DDQ6f/6NPgzU4IOea3o03roNPrXlKiatj6a92yntjGWF84yIDGViX6Q+arQ4TWgD/4X3kG7w1i/b9T2a63qDIP3eALP9CLuVk+eEG3gYJ5g1P2OdfJkLFhrAbSROKW+5dqF9ppWughnpFVdXrc4zStIygb6mR8agzOwAjQBTWOEHHCHo8VwcprZ1WNvhGsC2pcwGKltOAi3NCAdRQjWp7psXtcjqaMTm2EjTTtCOkbw25jaHryvQsEoJmLYyhS4llkBzDKTmO5QtDpJFfjcQ+0Ywze/4hyrq2tjRwfBgYa1AiTdZ5kKEiy8YAPBiPMq9IBmTg4OBhVd9s5cI1L7G1YTBNAAEYYg7K1tTUqyDJvkyG6p+DCAJJtRozdwMk6Rd/eVlLBVI3waPCvpgL9DACcq0QdUdo2IMeMx7UI0B49tD7RkAEb8QroDNSYS01R01xlyt92Ql6bNX2RWTs62wSv2zLuugbrvZTIpOXIrTodp8Pdt6+hD+hqwObmgARdN3+xH8562MZbbsyTGt1X0I4s1Lk+rF349CxETcaHHdvoUoWVpM+ncz0R1WIxHJJOc9To7QEmLikBR7fu3+kiBNVChaBwjYWcz4wifSg9RoLfjtSq0tjQJuMj2Iz6bHC9PaZGF14HRBm8hsV1df3HRsvCbiGnPXjwoH99m/tLMlIep+Nrmgi+zWazvi+UttLd/EmG181hIHGs9XxgR1T379/vHYwdK3O2g6jVsuYF69YGT05/Ou3v0n2+d4rQANJGz6l95MYGir5IXdtReWnB6Tbo7W1GrpgF8FiPHAlxH9ebL05xI+Pwr9LHhtHp7xrxQiNHI/y2DhgUQkvz3nrI9Ts7Oz0w8ZJBBb/My8DYjs2Azwc/0IePomOczMsAx3QkjWl7U+lDH7zmD3sGz53hcaRmuUB2DH7RW9Yb0aMauXs5Afnis7rEYZBn+fA6LM+vwZaj5vO0C/2WEwiU5IzAIHh851RTZT6Et7NFKRAsn/zDD8jcCNQpFX4QbIyOI1ijOaddbNxO5zy63/N1nt7pXBsqRxgeJ0bO/c1myxNq9vf3e6NsBG6ggjKyZuRUB6lMFADhx3kxxvrWC5pTqzW68JitOBgIbzUwODG9+B/eO/I0auUeF9eYp8mAeDFgFH8YeOBULKdOvdugAJJqpa0LiBgHNLBc2Ag7yrBu8BzG5uUDp/uNzuG176U/AwJkwHMC9DnbYD2x7FsnPWZHdB4vsu+58zkyb0c/pVM066TX+7ztBN05Pj77Tk8+B3TxP3RkPo5ynJY0XR29OYPjrAl9Vp77vrp+jm0xnXgefIEu5g+09Hqus2s8D0cID52yN51tm2txnYMOgKIzF05N+5noqfs0HawzfM68TgHdte6yvhrMKDsZ0E9djHaUUY2AiedUiBUHJTESgvhGg8l4rTNJn/rw21UsJFZc7nUq0AbPDhSFcRRsYaqpBqNup2UwUAgWzS81ZmyWFcborRA8hzEwVv432rbCkP5E2A06HmZQcMpejzQir1FjVWQMhtMyyE5NQVUw42v5rCqiox2e620YHiOOHqdbU2TIcZVz/12dzxTPLEPJcOqQDTP/GzwgKy6ssLyZBtDHaXBHgMgEBVzQzcDG8lIdAbJetycYEENXxmZQYL4gt84aoOfw189h/AA8QCL88Tw8F753epLPKiiz46q2zN8l4z2k9Gf6G9jAPy8pWRdsa6bAqr9jnKYt9MFWWvarc8K+Ml4HP9CXvrELlrFaMWy9qNkzy5H1k2I7xo3sX3qnaWJURL2zs5ODg4MzzoxW76kKNWUwEIr19eVePqfFYP7W1la/YA0yg3luVkoUwZGMEZQNN7+dWrMjsSHiOU7RcF01sDVV7HSOx2CnxNzpjwjU6NXVxqZjrdiEB6bFVKqdazxXG3Pzr0aTbrWy2UaTsdsIWhn5DR2coq+AyXyxs6+gqEZ6fJZkBA5sCHme+WcwVRG8U2p+BnN/WIoT3kA3HJ755ujX+kVGwAa9Glffz/NcCWywVR2tMxuWU+TKkRlG3JXOU47O4IGxGvR6HDgXQE3lZ41+LKd2nuiHM1Luz1FltXvw9WFzsJx5mcnZJa4nwLDseqx2cBVM8H2SMw6XrUN28PRrWhqUstwD7RxlImPVdljuaQZf2E7kwalbRd6X12lWA14RJK2WvnOdnYQNioU5GRvzKeHBABjd21hxjdMGHo//N2KHuZSqg3C5D6NhA7NYLEZvN6gRrRXM48fAWbmmIlAEHGPo6janlT03HA57NGsRDvd43aa+nQTDZIDC2J0moyTf39dUXk0tMjZHesnYQTJn/p8y0KaFgQn3YkS51qCKftfX189sj0K2kQlnQwxwalbAxtDOB8fha30dc0D+KCIzyKSQh6ManYKzg7SsGojVKN7GD8fAdV7fsoP1m1PgqbMo6KUjOa87OjvhtLFp6ueazk6FM1bSz3aCGGb6qel1xlAjY/5mDtXOOWvkiLhmGty/dRk5xCZ4PFNg3Lz0GJh/ratwwOFMHo7RtQbQ16DYdskg3HqBHtTlFhfhUX/hlH/VSWikZ11Kp/nWJJ99tcexaqu2aqu2apeuva3rup992JcX1Wm2JO9L8lNJ3pbk7qs7ol/QdjVLwPB6m3fy+p3763Xeyet37q/XeSev7tyvJvlc9wjHeCG3nHRd17XWPn/6791HhdKXrSlV+rqad/L6nfvrdd7J63fur9d5J6/63F/yeRf6cINVW7VVW7VVW7VfyLZymqu2aqu2aqu2audsF9lp3k/y357+fj211+u8k9fv3F+v805ev3N/vc47eY3P/UIWAq3aqq3aqq3aqr0a7SJHmqu2aqu2aqu2ar+gbeU0V23VVm3VVm3VztlWTnPVVm3VVm3VVu2cbeU0V23VVm3VVm3VztkupNNsrX1ja+1TrbXD1trHW2v/2qs9pp9Pa619U2vth1trd1trz7fW/vfW2vvLNa219vtba59rrR201r6/tfaBcs1Wa+07Wmsvttb2Wmt/s7X2tl/Y2fzc2ykdutbax/TZpZ13a+2trbW/2Fq73lrbb63949bah/X9pZt7a229tfYHTvX3oLX2ydba72utzXTNpZh3a+0rW2vffTqPrrX268v3r8g8W2tPtNa+q7V2+/Tnu1prj//Ln+F0e9S8W2sbrbVvb639xOl8Ptda+87W2ltKH6/deXOw7kX5SfL1SY6S/MdJvjDJx5LcS/KOV3tsP485fW+S35LkA0m+NMn3JHkmyRVd89EsT6v4t5N8MMlfTfK5JFd1zZ/O8vipX53ky5L830n+cZK1V3uO56DBR5J8KsmPJfnYZZ93kieS/EyS/yXJlyf5giS/Ksl7LvPck3xLkheT/Junc/53szwq7b+4bPNO8muS/IHTeXRJfn35/hWZZ5L/K8lPJPmK05+fSPLdr8V5J7mW5O8k+feSvD/JL0vyD5P8SOnjNTvvV12wfg4M+aEkf7p89k+T/KFXe2yv4BzfeCpsX3n6f0vy+SQf1TVbSW4l+Z2n/1/LEkx8va55S5KTJF/3as/pJea7m+SfnSrI9+fUaV7meSf5tiT/7yO+v5RzzxIQ/rny2d9I8l2XfN7Vebwi88wycOiS/FJd88tOP3v/a23eD7nmI6fXveMizPtCpWdba5tJPpzk+8pX35fkl//Cj+hfWrt2+vvG6e93JXk6mnfXdfeT/ECGeX84yUa55nNJfjKvfdr8T0n+z67r/m75/DLP+9cl+ZHW2l9vy5T8j7bWfru+v6xz//tJflVr7X1J0lr70iS/IsnfOv3+ss67tldqnl+R5HbXdT+ka/5hktu5OLS4lqWzu3X6/2t63hftwPankqwlea58/lyWAnjhW2utJfljSf5+13U/efoxc5ua9zt1zVHXdTcnrnnN0qa19huT/KtZos3aLu28k7w7ye/Kktd/MMsU7Z9ord3vuu47c3nn/u1ZGsmfaq2dZKnP39J13V85/f6yzru2V2qeTyd5fqL/53MBaNFam2eZdfnL3XA4+2t63hfNadLqMUZt4rOL2v5kki/JEn3X9nOZ92uWNq21tyf5H5P8613XHT7i0ks179M2y3Id55tP///R0yKQ35XkO3XdZZv71yf5TUm+Ick/SfKhJB9rrX2u67q/oOsu27wf1l6JeU5d/5qnRWttI8t13FmSbzzPLXkNzPtCpWezLCA4yVkk8aacRWwXrrXWviPLtN1Xd13nl2w/e/r7UfN+Nslma+2JR1zzWmsfznJ8H2+tHbfWjpN8VZL//PRvxn3Z5p0s17M+UT77p0necfr3ZeX5H07ybV3X/dWu636i67rvSvLHk3zT6feXdd61vVLzfDbJmyf6f2New7Q4dZh/Lcs09dd241eAvabnfaGcZtd1R0k+nuRry1dfm+Qf/MKP6JVpp6XnfzLLarOv6bruU+WST2UpJF+rezazdDDM++NJHpRrflGWVXmvVdr8vSRfnGW0wc+PJPlLp39/Mpdz3knyg1lWD7q9L8uq6eTy8nwnyaJ8dpLBFl3Wedf2Ss3z/0tyrbX25brml2aZAn9N0kIO871JfnXXddfLJa/teb/a1VU/h2ostpz8R1lWUP3xLLecvPPVHtvPY05/KstF8K/KEnnys61rPnp6zW/IUnj+cqbL0z+T5daFL8vSKf3jvIbK8M9Bi+/P2S0nl27eWa7hPkjyzUn+lSzTlXtJ/oPLPPckfz7LrQRsOfkNSV5I8u2Xbd5ZVoV/6PSnS/Jfnf5NlegrMs8st178WJbVo78syY/n1d1y8tB5Z7kk+H+czulLM7Z3mxdh3q+6YP0cmfKNWe5xu58lKvnKV3tMP8/5dA/5+S26piX5/Vmm9Q6zrLL7YOlnnuQ7klxPsp/ku5O8/dWe38ukxfdn7DQv7byT/Nos95YdZpma/e3l+0s39yRXs9xb/UySgyQ/neWePhvMSzHvJL/yIXr951/JeSZ5MslfzHLP553Tvx9/Lc47S6D0MHv3Ky/CvFevBlu1VVu1VVu1VTtnu1Brmqu2aqu2aqu2aq9mWznNVVu1VVu1VVu1c7aV01y1VVu1VVu1VTtnWznNVVu1VVu1VVu1c7aV01y1VVu1VVu1VTtnWznNVVu1VVu1VVu1c7aV01y1VVu1VVu1VTtnWznNVVu1VVu1VVu1c7aV01y1VVu1VVu1VTtnWznNVVu1VVu1VVu1c7aV01y1VVu1VVu1VTtnWznNVVu1VVu1VVu1c7b/H3Bx5qICF5MIAAAAAElFTkSuQmCC\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Read fluorescence image data\n", "\n", "# Inputs:\n", "# filename - Image file to be read in \n", "# mode - How to read in the image; either 'native' (default), 'rgb', 'gray', or 'csv'\n", "fdark1, fmin1, fmax1 = pcv.photosynthesis.read_cropreporter(args.image)\n", "\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Rotate each frame so that plant is upright\n", "\n", "# Inputs:\n", "# img - Image data\n", "# rotation_deg - Rotation angle in degrees, can be a negative number, positive values move counter clockwise\n", "# crop - If crop is set to True, image will be cropped to original image dimensions. If set to False, the image size will be adjusted to accommodate new image dimensions.\n", "fdark = pcv.transform.rotate(img=fdark1, rotation_deg=-90, crop=False)\n", "fmin = pcv.transform.rotate(img=fmin1, rotation_deg=-90, crop=False)\n", "fmax = pcv.transform.rotate(img=fmax1, rotation_deg=-90, crop=False)\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Threshold the `fmax` image\n", "\n", "# Inputs:\n", "# gray_img - Grayscale image data\n", "# threshold - Threshold value (usually between 0-255)\n", "# max_value - Value to apply above threshold (255 = white)\n", "# object_type - 'light' (default) or 'dark'. If the object is lighter than the\n", "# background then standard threshold is done. If the object is\n", "# darker than the background then inverse thresholding is done.\n", "plant_mask = pcv.threshold.binary(gray_img=fmax, threshold=855, max_value=255, object_type=\"light\")\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Fill small objects\n", "\n", "# Inputs:\n", "# bin_img - Binary image data\n", "# size - Minimum object area size in pixels (integer), smaller objects get filled in.\n", "cleaned_mask = pcv.fill(bin_img=plant_mask, size=20)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Identify objects\n", "\n", "# Inputs:\n", "# img - RGB or grayscale image data for plotting\n", "# mask - Binary mask used for detecting contours\n", "id_objects, obj_hierarchy = pcv.find_objects(img=fmax, mask=cleaned_mask)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Object combine kept objects\n", "\n", "# Inputs:\n", "# img - RGB or grayscale image data for plotting\n", "# contours - Contour list\n", "# hierarchy - Contour hierarchy array\n", "obj, masked = pcv.object_composition(img=cleaned_mask, contours=id_objects, hierarchy=obj_hierarchy)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can analyze the plant objects for traits such as shape, or PSII signal. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "################ Analysis ################ \n", "\n", "# Find shape properties, output shape image (optional)\n", "\n", "# Inputs:\n", "# img - RGB or grayscale image data\n", "# obj - Single or grouped contour object\n", "# mask - Binary image mask to use as mask for moments analysis\n", "# label - Optional label parameter, modifies the variable name of observations recorded. (default `label=\"default\"`)filled_img = pcv.morphology.fill_segments(mask=cropped_mask, objects=edge_objects)\n", "\n", "shape_img = pcv.analyze_object(img=fmax, obj=obj, mask=cleaned_mask, label=\"default\")\n", "\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "# Analyze fv/fm fluorescence properties\n", "\n", "# Inputs:\n", "# fdark - Grayscale image\n", "# fmin - Grayscale image\n", "# fmax - Grayscale image\n", "# mask - Binary mask of selected contours\n", "# bins - Number of grayscale bins (0-256 for 8-bit img, 0-65536 for 16-bit). Default bins = 256\n", "# label - Optional label parameter, modifies the variable name of observations recorded. (default `label=\"default\"`)filled_img = pcv.morphology.fill_segments(mask=cropped_mask, objects=edge_objects)\n", "\n", "fvfm_images = pcv.photosynthesis.analyze_fvfm(fdark=fdark, fmin=fmin, fmax=fmax, mask=cleaned_mask, bins=256, label=\"default\")\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# Store the two fv_fm images\n", "fvfm_img = fvfm_images[0]\n", "fvfm_hist = fvfm_images[1]" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Pseudocolor the Fv/Fm grayscale image that is calculated inside the fluor_fvfm function\n", "\n", "# Inputs:\n", "# gray_img - Grayscale image data\n", "# obj - Single or grouped contour object (optional), if provided the pseudocolored image gets cropped down to the region of interest.\n", "# mask - Binary mask (optional)\n", "# background - Background color/type. Options are \"image\" (gray_img), \"white\", or \"black\". A mask must be supplied.\n", "# cmap - Colormap (https://matplotlib.org/tutorials/colors/colormaps.html)\n", "# min_value - Minimum value for range of interest\n", "# max_value - Maximum value for range of interest\n", "# dpi - Dots per inch for image if printed out (optional, if dpi=None then the default is set to 100 dpi).\n", "# axes - If False then the title, x-axis, and y-axis won't be displayed (default axes=True).\n", "# colorbar - If False then the colorbar won't be displayed (default colorbar=True)\n", "pseudocolored_img = pcv.visualize.pseudocolor(gray_img=fvfm_img, mask=cleaned_mask, cmap='jet')\n", "\n", "simple_pseudo_img = pcv.visualize.pseudocolor(gray_img=fvfm_img, obj=None, mask=cleaned_mask, background=\"image\", \n", " axes=False, cmap='rainbow', min_value=0.5, max_value=0.9)\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# The save results function will take the measurements stored when running any PlantCV analysis functions, format, \n", "# and print an output text file for data analysis. The Outputs class stores data whenever any of the following functions\n", "# are ran: analyze_bound_horizontal, analyze_bound_vertical, analyze_color, analyze_nir_intensity, analyze_object, \n", "# fluor_fvfm, report_size_marker_area, watershed. If no functions have been run, it will print an empty text file \n", "pcv.outputs.save_results(filename=args.result)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To view and/or download the text file output (saved in JSON format)...\n", "1) To see the text file with data that got saved out, click “File” tab in top left corner.\n", "2) Click “Open…”\n", "3) Open the file named “psII_tutorial_results.txt”\n", "\n", "Check out documentation on how to [convert JSON](https://plantcv.readthedocs.io/en/latest/tools/#convert-output-json-data-files-to-csv-tables) format output into table formatted output. Depending on the analysis steps a PlantCV user may have two CSV files (single value traits and multivalue traits). \n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.10" } }, "nbformat": 4, "nbformat_minor": 1 }