{ "cells": [ { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Demo of usage of the MultiGeometry class of pyFAI\n", "\n", "For this tutorial, we will use the *Jupyter* notebook, formerly known as ipython, an take advantage of the integration of matplotlib." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI verison: 2025.11.0-dev0\n" ] } ], "source": [ "%matplotlib inline\n", "# use `widget` for better user experience; `inline` is for documentation generation\n", "\n", "import time\n", "start_time = time.perf_counter()\n", "\n", "import numpy\n", "from matplotlib.pyplot import subplots\n", "\n", "import pyFAI\n", "from pyFAI.method_registry import IntegrationMethod\n", "from pyFAI.gui import jupyter\n", "print(\"Using pyFAI verison: \", pyFAI.version)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The multi_geometry module of pyFAI allows you to integrate multiple images taken at various image position, all togeather.\n", "This tutorial will explain you how to perform azimuthal integration in three use-case: translation of the detector, rotation of the detector around the sample and finally how to fill gaps of a pixel detector. But before, we need to know how to generate fake diffraction image.\n", "\n", "## Generation of diffraction images\n", "PyFAI knows about 20 different reference sample called calibrants. We will use them to generate fake diffraction images knowing the detector and its position in space" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of known calibrants: 35\n", "Si_SRM640e, Si_SRM640, Si_SRM640d, AgBh, cristobaltite, C14H30O, Au, LaB6_SRM660b, Pt, Si_SRM640c, mock, TiO2, diamond, NaCl, alpha_Al2O3, CrOx, Si_SRM640b, hydrocerussite, CuO, LaB6, Ni, Cr2O3, ZnO, Si, CeO2, Al, LaB6_SRM660a, LaB6_SRM660c, quartz, C60, PBBA, vanadinite, lysozyme, Si_SRM640a, graphite\n" ] } ], "source": [ "import pyFAI.calibrant\n", "print(\"Number of known calibrants: %s\"%len(pyFAI.calibrant.ALL_CALIBRANTS))\n", "print(\", \".join(pyFAI.calibrant.ALL_CALIBRANTS.keys()))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LaB6 Calibrant with 59 reflections at wavelength 1e-10\n", "Number of reflections for calibrant at given wavelength: 59\n" ] } ], "source": [ "wavelength = 1e-10 # m\n", "LaB6 = pyFAI.calibrant.get_calibrant(\"LaB6\")\n", "LaB6.wavelength = wavelength\n", "print(LaB6)\n", "print(\"Number of reflections for calibrant at given wavelength: %i\"%len(LaB6.dspacing))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will start with a \"simple\" detector called *Titan* (build by *Oxford Diffraction* but now sold by *Agilent*). It is a CCD detector with scintilator and magnifying optics fibers. The pixel size is constant: 60µm " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Detector is flat, P3= None\n", "Center of the detector: poni1=0.06144 poni2=0.06144\n" ] } ], "source": [ "import pyFAI.detectors\n", "det = pyFAI.detectors.Titan()\n", "print(det)\n", "p1, p2, p3 = det.calc_cartesian_positions()\n", "print(\"Detector is flat, P3= %s\"%p3)\n", "poni1 = p1.mean()\n", "poni2 = p2.mean()\n", "print(\"Center of the detector: poni1=%s poni2=%s\"%(poni1, poni2))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The detector is placed orthogonal to the beam at 10cm. This geometry is saved into an *AzimuthalIntegrator* instance:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= 6.144000e-02, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=1024.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n", "Integration method in 1d: IntegrationMethod(1d int, full split, histogram, cython)\n", "Integration method in 2d: IntegrationMethod(2d int, pseudo split, histogram, cython)\n" ] } ], "source": [ "ai = pyFAI.load({\"dist\":0.1, \"poni1\":poni1, \"poni2\":poni2, \"detector\":det, \"wavelength\":wavelength})\n", "print(ai)\n", "\n", "#Selection of the methods for integrating\n", "method = IntegrationMethod.parse(\"full\", dim=1)\n", "method2d = IntegrationMethod.select_one_available((\"pseudo\",\"histogram\",\"cython\"), dim=2)\n", "\n", "print(f\"Integration method in 1d: {method}\\nIntegration method in 2d: {method2d}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Knowing the calibrant, the wavelength, the detector and the geometry, one can simulate the 2D diffraction pattern:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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770TTXjA0H3nkEW6//Xa2bdtGe3s7f/VXf8V73vOeCb+wiYndiNABngyF7uUQQiemNRNXWyh5afL2MdwJX51NZYaFTVciRJUkNWo9dWoDSTWFIUxcXApenqybJuOmyXsZSl4eR5bxpIPEY+q+RwKBgiI0NBEhosSIKylSai0ptYaoEkNFxZJlMm6GIbeftDtAwcvgeOVzRAAFqogQ19uIKDXk3W4KdjcSp9Ibq2JGz7unE7zJFbszcmM++uij3HrrrVxyySU4jsP/+T//h+uuu47t27cTj8cB+PjHP84vfvELfvzjH1NTU8NHPvIR/uiP/ognnngCGJ6l9YY3vIHW1laefPJJjh8/zrvf/W50XecLX/gCAAcOHOANb3gDH/rQh7jvvvt46KGH+PM//3NmzJjB9ddf/4pf9DCh0E0EgYKp1pPQZ+HKEgPWbhxvOscpBKowMJUENWoDDVoTtWodhjCxpU3GSzPk9HPI2kfRy2LLEp50mJ4xXjns3JQurixT9tKkOc7w6NRhEdTF6EVAHfVaIx3GfHShU5Zl0u4g/U4PabefspfDlTbT73MjcWWRjLWfghInqbcTjTSRtY9iuQMjFzsh45F4sogioigiGtj59xW5MXt7e2lububRRx/l8ssvJ51O09TUxA9+8APe9ra3AbBz506WLl3KunXruOyyy/jVr37FH/zBH3Ds2LExa+/b3/42n/70p+nt7cUwDD796U/zi1/8gq1bt46t9Y53vIOhoSF+/etfT2hvL2/ZjZrSodCdGoGmJEjp7ShCI2sfpewOMf1O6gJV6ESUFPVaM41aCzVqLQJBzsvQ7/Qx6PSR99I4XhHvnLBWzhaBgoqmRIkrNdRpjTRoTSSUJB4eGXeIXqebQaeXkpeZpuKnYKq1JPV2PGmTsQ9P84vDV8LpDI4KWnYvZnQAZH19PQAbNmzAtm2uvfbasWOWLFnC7Nmzx8Ru3bp1nHfeeePcmtdffz0f/vCH2bZtGxdeeCHr1q0b9xyjx3zsYx875V7K5TLl8gv+8kwmc4ojR97gUOhOiSIM4vpMomodObuLotMzrdwyAg1TiVOnNdOst1Gr1iEQYyfjPaWtFL0srrSYfuLuJxIPB8vLYnlZBp2j7EdBFQZRJUmd1kSzNoMF5hIkkiF3gG77GENOL2UvP00+Yx5ldwDLzRDVmqk3F1F0Bsg7x87B2PbpCNbCO2ux8zyPj33sY7z61a9mxYoVAHR1dWEYBrW1teOObWlpoaura+yYE4Vu9PHRx17umEwmQ7FYJBqNvmQ/d955J5/73OdOs+vQdflyCBRMrZGkNhPLy9Jf2j4Sl5vqDLsmE2o9zVobzXorpoiQ87J028fZV9pB0UuPiFv4mZhcPFxZIueWyLm9HCnvQBUGMaWGBq2F2cY8lkVWUpIleuwuepxO8u7glP9bSBwKzjHK7gAJfRYN5nKyzlHKTn/o2hzHiYIXOYMszTPnrMXu1ltvZevWrTz++OOTuZ+z5o477uD2228f+zmTybyoqDwUulMj0JQYSb0DRWik7QNYbpqp/R4JNBGhRmtiht5Oo9aMxKPP6WVnaQsZpx9HFsMTT+BIXFkm6/aQdXs4VN6GJqKktEZa9ZlcGLsMgH6nl+P2EdJOL84UToRyZYm0tQ9DrSGlzyaqNpK1D+N4Babqa5p8ghG8sxK7j3zkIzzwwAOsXbt2XGV7a2srlmUxNDQ0zrrr7u6mtbV17Jhnnnlm3PN1d3ePPTb639H7TjwmlUqd1KoDME0T0zRPsePROrqwvODFCDRi+gziWjN5p2uKZ5INC1yt1sJMo4N6tQFLWnTZnWzIP0HeGxqpBQz//tWCxMOWefrtPP32YRShE1dqadFnsSRyPoYwGHD66LQPMeT0TFHhk1juEP1ujpjeSr25hLzTTcHumsLftclmRPCUKAr+CN4ZiZ2Ukttuu42f/vSnPPLII8ydO3fc46tWrULXdR566CHe+ta3ArBr1y4OHz7MmjVrAFizZg3/8A//QE9PD83NzQA8+OCDpFIpli1bNnbML3/5y3HP/eCDD449x5lxYsF4KHQvINCVJCljDp606S/vwPUKld7UWTDsoqxRm5lpzKFRa6Isyxy3jwzH3tx0eEKZMkg8aY1ZfftKm4mpNTTrs1gcWYEhTPqcHo5aB8m4vVPO1SlxyNudlN1BkvpsIpE6MtYhbC/LVHod/iHxvCKKEhsRvOKkPvsZZWP+xV/8BT/4wQ/4n//5n3G1dTU1NWMW14c//GF++ctf8v3vf59UKsVtt90GwJNPPgkMlx5ccMEFtLW1cdddd9HV1cWf/dmf8ed//ufjSg9WrFjBrbfeyvve9z5+//vf89GPfpRf/OIXEy49GM3GFMQQijYidKHLCoZr5hJaG1G1gazTScnpnXLuPIFGXK1jpjGHVn0mnvQ4Zh+hyz5MIRS4aYdAI6bW0qrPpk2fhSIUjtudHLMOkHeHptzfW6AQ0ZpIajMpuP3k7c4p9xr8Q0FRonieAxQqU1R+qrYt995771jB92hR+X/+53+OKyofdVECHDp0iA9/+MM88sgjxONxbr75Zr74xS++pKj84x//ONu3b2fWrFn89V//9VkVlQuRCntdjiHQlRQ1xhwcWSJrHZpiCSgCQ4nTpM9itjGPiIjQ7Ryn0zpA1u0/oV1ZyHRGEQZJtYFZxlyatVZKssjh8gF6nCPYUywWpoooKaMDVRikrYOhlTfGcC9NKTOVEbupxAt1dhrhh2fEEtLbiGmNZO2jFJ0+psoFgEAjqTUw21hAs9ZKzstyyNpHv31sisZwQiYHgSaiNOhtdBjzSChJup3jHC7vI+f2TyFLSSGqNZHUZ1Jwesnbx6fQ3v1EAexQ7E7HxHtjTncEmhKnxpiLJx0y1kHcSfaF+8NwskmjPou5xgJMJcIx+whHrQMU3aGRVlQhIcMIVGJqLTONeczUZ1H0Shy09tBnH8WRZabCBdGwlTcHRaikrQMjxejnMhXsjTmVCMVuOC4Q1VpI6G3k7GMjxeHVLhKCiJJipjGfdqODslfigLWHPrsztOJCJsAJF0nmAkwR4Yh1kKPWPspTwEUoUEe+szPI2p0UnR6migdm8gnFbkKc62KnCJOUMWckFnCg6lsWCRTiagNzzEU0a630u30cLO8m4/SGLp2Qs0JBI6k1MddcTL3aQLdznIPl3RSqvmflcKu+GmMuriyRsQ6do9MUQrGbEOeu2AkMtYYafS4lb4icdaSqxUKgktKamW8upVato9M+wuHyHopemnP3ijZkMhEoRNQaOoyFtOntDLoD7C/vJFPlng4hdBL6LCJK7TRp9HCmhGI3Ic5FsROoxPQ24moTafsQZXeAav1yCDRqtVYWRJaRUOIctPbTae3DqnILNGQqIzCUBLOM+XQY88h5WfaWtjPkVHMjBYGpNlBjzCbv9FCwj1e1QE8uodhNiHNN7BRhUmPMRaCStvZXbRLKqMgtiiwnqkTZX97DcesAdtjCLSQwBLqI0mbMY665kIKXZ09pO0NO9XY0UUWMWmMeHg5p68A54tYMxW5CnDtiN1w7V2vMo+QOkrOPVuUXVqBSMyJyMSXGvvJujlsHcKpUlEPODbQR0ZtnLiLv5dhT2kba6a5K60mgkTDaiSg1DFn7z4GavFDsJsS5IXYKMa2ZhD6TjHWYkttHtX34BQoJtZFFkfNIqSn2lfdwzNoXilxIVaGJKDONBcwzF5J2h9hT2krO7avCRBZBRGskpc8+B7I1Q7GbENNd7AQaSaMDQ0kwZO3D8XKV3tKLEESVWhZEVtCkNXPQ2seR8u7QXRlSxQh0EWO2uYgOYx69Tjd7S1tHkqWq6zOrKQlqjflYXpasdbgqvTmvnFDsJsR0FjtVRKkZ8d9nrANVNxRSF3HmRJYyW59Dp32EA+UdU6LGqTIIQAz/IxQEKkKoKGP/1RAoCKEO/xdlpG3f8O8ASOTwv6VE4g3fpIvEw8NBShcPd+Q+Fym9sd8J/yYnQ2AqSeaZy2jTZ3HIOsCh8k5sWV1F3oowSBlzUdBIW/umWOu/iRCK3YSYrmI3HJ+bT3GseWz1xBYUYTBDn8fCyFLS7hC7S5vJV3FGaDCIEYHSUIWOKkw0EUETEVRhogp9WNCEAgwL17AYeUhcvHECNXp7QdyAceL3giAOC6ci1GEBHbtvRCDlsBC60saVZRxZwpElXFnGlTZSOiMuvHP5b6cQV+tZHDmflFrD7tJ2uuz9VdWDVaAS12cRVesZsvZhe5lKb2kSCcVuQkw/sXvBV5+xD1Nyqic+J1Co0VpZGl2JgsKO4mYGnWNVJcT+I0bERUdXougijq7ER0RNB8CTLq60XiQsFp60RyywYXGR4yyuV/o3FmP/FaNWpFBQ0FCEjiqMFwmwgSJUAFxp48gStpfHknkcr4gn7ZG/a3V89oJAoFKnt7E0cj6e9Nhe2kjG6a6ieJ4gojWR0tvJWIcouf1Mj79PKHYTYnqJnTLcxFltqrKrt2F3z8LIeTRrrewp7+CYtXdkzth0ZljYVMXEEAkMJYmhJFCFjhyZxG17BSwvjyMLI4LmnCD+1fqVEyP/VlGEhioMNBHDUOLoSgxVmAgErrSwvDyWl8WSOVyvfE4IoCpMZhoLWGAuods5zt7SlhH3fDUgxrw+BbebvH2cqZ+4EordhJguYjeaiKIrMYbKe6umfk5BZ4Yxn0WRZfQ63ewZ++JPx4+TGLHY4phKDaaSQhMmUnrYskDZy2J5WRxZQkr7RZbZdGE0rqijiQiGksRUkugihhAKjixT9jKU3TS2zE/jifCjF3jn06Q1s6u0jS5rPx7V4dpURYw6cwGWl5sGiSuh2E2I6SB2ijCoMeYDkrS1v0oSUQQJtZFl0YvQhc724vMMOceryKUzGYyKW4KoUoeppFCE9qITemHkhD6dXvfZoIy8V7ETLgQieNKm5KUpeYPY3vQTP4FCrdbG8ugFWNJiW/E58lXiPqzO88bZEIrdhJjqYqeKCLXmQmyvQNY6VBVXaKow6TCXMtdYwH5rL4fLO3CnSScHgYqmRIkodUTVelRh4sgSJXeIsjeE7RVH/gbT8usyiQiE0NBFFFOpJarWoQoTV5YpugOUvEEcrzht4rmqiIx8J+az39rD4fLOqvhOCDRSRgeaEmOovGeKZmqGYjchprLYaUqCOmMBRbefnN1J5a0HQUprYUV0FY502FbcUDVXsWePQKBhqAliSiOmWgNSUvLSFL1+bC+HJ0Nxe+UIFKGNWMkNRJQaEIKym6bg9mF52WkQ7xv2diyPXoQqVLYWNpBxe6j0axIoY5mag9aeKTgfLxS7CTFVxW44yLyAvHOMgtNNpb8wqjCZYy5njjGP3eUddFq7qyr1+swYPvEaSoq42oyhJHFlmYLbT8kdxJXFaeaOrT4ECuqIBR1TG1CFQdnLUnB7KXsZ5BS+wFCEwSxjEQvNJRyw9nGovL0KrDxBTGslrs1gyNpbRcltEyEUuwkx9cROYKi11BrzqqT11/DV6nmxi3Glx7bis1O2Zm7YgksSV1swlRSOLFFwe0cEbmpMsZ6eCFRhElHriKlNaCJC2UuTd3pGLL7Ku+7PHEFcbWBFdBUCha3F9eQq7gV5oWxpyNo3hUYFhWI3IaaW2I2O8eggbR2g7A5SyQ+jgs4scxELzaXss3ZzuLxzCga5FXQlRlxtIarW40qbvNtDyR0IBa4qGRa+qNpATG1CETpFt5+C24PtFai8K//MUIRBh7mUecZCdpe301nejVdR8RaYah01xlzS1sGqHv/1AqHYTYipI3ajV13tDJX3YXnpiu7GVFIsj15MVImxpbiejFP52MOZoAiDqNpAXG1BERoFt4+C0zvSeHpqnTDPXRQ0JUpMbSKmNuJJh5zbRckdmGIXXcOx7vOjF5P3CmwvPku5wm7EF7xHR6rAe3Q6QrGbEFND7ARRrZmkNpPBCvvTBQr1ejvnRy+iyz7OntKmKTSZQEFX4iS0GUSUWiwvR849juVmpk3W37mKQMVQUyTUGRhKYniMlXt8Sll7moiyKHIBzXorW4ob6LePUsm960qKOmMBWecoRaeX6hW8UOwmRPWLnSCqtZDQ2hi0dld0aoEqDOaa5zHbmMPW4vP02genRKKGQCOi1pHU2lCEPjzJ2e0J3ZTTkmE3Z0xtJq4140mbrNNJyR2cEhc0ApUmYw4rIhdwyDrAwfLWinYa0pUktcZCcs7omKBq/L6EYjchqlvsqkfoIkoN58VWoyDYXHiGojdYsb1MFEUYxNRmElorrrTIOscoT5GTXsgrR6BhqrWktJko6OTc4xTc3ing4hTE1DrOj16Ki8uWwjOUKhi20JQE9cYislUreKHYTYjqFbtqETpBvTaLlbGLOWYfZW9pcxWkSb8cw1f2CW0GMbWJspch63Riezmq70saEgwKupIgqc3EVJIU3F5yzvGqL6BWhcmCyEpm6DPZVFjPoNNJpT7D1S14odhNiOoUu+EYXUKbWVGhE2jMNpeywFzE1tImeqz9Vey2FKgiQlKbSVStp+j2k3WOjZzQpuVHN+SMEWgiSkJrG/mMDJB1Oqv6MyJQaDHmsTxyAXvKOzlS3lmxUovhJhaLyFVdDC8UuwlRfWI3knWptTNQQaHTRJSl0YupUWvZWHiKXNVmZA2LXEqbRUStG7lqP1bl1mdIpVFFZMz6L7qDZJ2jVSx6goTaxIWx1Qy6g+wsbqhYUpiuJKkzFpKxqylLMxS7CVFdYjdaRzebwXLlsi6jSh0XxNdQ8opsLTxTdZOXRxm25IbbHOXdHnLOcbxQ5ELOAEWYJLQ24mrTiKV3tGrdm4YSZ0V0NaYw2VhYR9Ebqsg+dCVFnbmAtHWoSurwQrGbENUkdoZaR60xj6Hy3grV0QlqtRlcGFvNEesw+8ubq7LllyKMkRNUMwW3j5zTGVpyIa+IYUuvjZjaOHLhdKwqE1kUYTA/cj4z9XaeLzxN2jlOJcRmuA5v/kinlaHA1x9PKHYTolrEbvhqaSFpa/9IZ5RgESi0GvNZFlnJ9tJmuqy9VRefE2jEtBZS2kxK3hAZ+0jVzO0LmR6oIkpKbyei1JBxOik43VWXvStQmGEsZGnkPLaVNtJdoVi6qdZTY8xlsLynwr00J1fstFe+oZBToSkJao0FZKzDlCtwlaSgMSeygg5jHhsKTzJUoavFU6MQUeuo1ebgyDJ91nZsL0917TFkOuDKIoPWHnQlTo02h6TZypBziJI7SLUUp0s8jlm7KXo5LoitJqrEOVjaFnjiStkdJGOr1BoLGLR2TcFpCScntOx8QhVR6s3F5J2uikwvUIXJkugq6tQGnis8QcEdCHT9l0egKTFqtbmowmDIOThyMVAdJ52Q6Y5CRK2lRpuDK8sMOQdxvALVdJEVUxtYFXsV/W4fu4obKlCAPjotoYWB8s4KxTtDN+aEqKTYKcKgzlxM2R0iZx8l6C+RLmKcF7sMVWhsKjyJVcGi9RejCJ2kNouY2kTW6STvdFWdOynk3ECgEddaSWpt5N0esnYnkuqJZRtKkgtia3Ckw+bCugpkagoSejumWsNgeVcFYp2h2E2ISomdQKPWXIgrLTLWAYK2VkwlxYWxV1P08mwrPoNTNRlogohaT60+F8vLkrYPVW12XHUhxv4rTvrz6KWUHPvpxT+HvDyqiFCjz8FQEgzZByhVRSbiMJqIsCK2GlNE2Vh4grKXDXR9gULKmIsidIbKewN2qYZiNyEqI3bDHwy1Ih8MiKl1rIq9hl6nh92l56om41IVEWr1uegixqC9n7I3RLWcTCqHQKCiCg1NGBiKiSkiRJThmylMDMXAEAaaGD5ORUEIBTEidKNyJ0cETiKR0sPFw5UOjnSxpIXlWZRkibJXouSVKXslLFnGkRaudKbBpPDJQGCqtdRp87BkgbR9oGouxhRhsDhyEQ1aExvyjwfe0u+FC/gyGesgwV3AV1js1q5dy5e//GU2bNjA8ePH+elPf8pb3vKWF55QnFxY7rrrLj75yU8CMGfOHA4dOjTu8TvvvJPPfOYzYz9v3ryZW2+9lfXr19PU1MRtt93Gpz71qQnvM3ixE8T1mUTUuoqY/Am1iYvjr+GwdZADpS1VMvhSIaY1U6PNHnETHa2SfQWFGJ7MLXRMJUZcSZDSUqTUFHElTkQxUYWKROJIh7JnDQuSHBaksmdhSQtHOrjSwcXFkx4eHi9IHGPSp6CgCAV1RER1oaELA1MxMJUIEWFiKhFMxUATGgKBK11KXpm8lyPjZsk4GfJelrJXxJX2SDbguSOEAo2kPou42kzaPkTB7aUaYskCjXmR85llzObZ/OPk3b5A11eEQb25hKLbT94+RjCfiQpnY+bzeVauXMn73vc+/uiP/ugljx8/fnzcz7/61a+45ZZbeOtb3zru/s9//vO8//3vH/s5mUyO/X8mk+G6667j2muv5dvf/jZbtmzhfe97H7W1tXzgAx840y0HQkRrJKY2MRD4oNPhmVmrYq9iX3k3R8o7qiIGpooodfo8FKHTZ+04B3pYDgubrkSIKynqtDrqtXpSagpDMXClS9ErkHWzDDqDHHYPU/IKWLKMK2086Z6QZu7X+zTqCFVQhIoqdAxhElViJNQkKTVFa7SVmBJFEQqWZ5Fxsww4Aww6A+S9LLZXmtYCKHHI2Icouv3U6fOJqY0M2vsqbuVJHPaXNuFIm0vjl/Ns/gmybndg63vSYrC8l3pzCa5XHumyMrU4Y7G78cYbufHGG0/5eGtr67if/+d//oerrrqKefPmjbs/mUy+5NhR7rvvPizL4nvf+x6GYbB8+XI2btzI3XfffUqxK5fLlMsvFCBnMsHVh+hKipQ+m8HynoDrw4aLxVfF1rCztI1j1u4qqKFTiKlN1Ogd5Jwuck5nVYjv5CNQhEZUSVKvNdCsN1Gr1aELnbJXYsgZosfuYU9pN0Uvj+OV8SruLhyN5rm40sWVFhZ5cu4AvWMeb4GCiqaYRJU4NWotDXo9HeZsTCWCLS0GR17boNNP0cvhSYfpJX4S28vSW95CQptJs3k+Q/ZBim4flbTyJC6Hy9twcbgk/ho2FJ4k7XQR1HvvygJD1j7qzAW4ZavCNXhnziuK2QkhXuLGPJHu7m5mzZrFv/3bv3HTTTeN3T9nzhxKpRK2bTN79mxuuukmPv7xj6Npw9r77ne/m0wmw/333z/2Ow8//DBXX301AwMD1NXVvWStz372s3zuc587yS78dWOqIkK9uZSsc5SS0+vbOi9FUKe1cVHsMraXNnPc2kel3S2KMKnT56GJCAP2XuyAg+l+o6ARURI06E3MMFqpVesASdrN0GP3MOD0U3CzOLJcBRcdk4tAQRMmMXVU3JupUWsAyaA7RJfVRb/dS8nL4U0rV7VAVxLU6wuxZYEhe38VdGBRaDMWsDRyHhsK6wKunxVEtCaS2kwGyjt8tninUFH5v/3bv5FMJl/i7vzoRz/KRRddRH19PU8++SR33HEHx48f5+677wagq6uLuXPnjvudlpaWscdOJnZ33HEHt99++9jPmUyG9vb2yX5J4xBo1BjzKbr9lJwgzXpBnTaTi2KXsbW0kW5rH5W9shaYSi31xgIKbj8D1p5pEpsTaMKkRmugzWijRW9GFSpDzhDHrS62OVunqWXzUiQetiySdoqknR4OlHaOWbYNWiNtRhvLY8twpEO33cMxq5O0M4Az5QfpDlt5PeXNpPTZtJgrGbD2UPbSVO51eRyz9uAhWRVbw4bCUww5wcXRSk4vmohSY8xnsLxrynzXfRW7733ve7zrXe8iEomMu/9EUTr//PMxDIMPfvCD3HnnnZimeVZrmaZ51r97digkjQ48HPJ2kPOoThS65+m29ge49sl2o5LU24mrTQzY+0Zaok3lk5tAF1Ea9RbazXbqtTrKXplj1nHW59aTc4dwpc3Ufo2TgcSTNnl3gLw7wOHyHlRhkFBrmKG3cX7sfEzFZMAZ4HD5CP12D7YsMlXfN4lD2j5AyRui3lh4QsJVpVz0ki5rLyBZFbssYAtPkrePopkLSBqzA87QPHt8E7vHHnuMXbt28aMf/ei0x65evRrHcTh48CCLFy+mtbWV7u7xwdfRn08V5wsWQUxrxlASDASaEDIco7sotnrEoqus0KkiSr2xECldesrVPvz15RBoIkKj3kKH2UG9VkfWzXHEOsKW/CZKXm6axh0nE4kry6SdHtJOD7uKKhElQYsxg4WRBVwYv4ABZ4CD5UP0291T1OKTlN0BerwCdfoCGs1lDFh7Kpi8Iumy9gGCVbE1PFt4cqSBdBAru2SsA9SbS4lqzRQr0CXqTPFN7L773e+yatUqVq5cedpjN27ciKIoNDc3A7BmzRr+8i//Etu20XUdgAcffJDFixef1IUZNLqSIqHPZCDgEoPhrMs1bCttrrDrUmCqddTrC8g5x0eSUKr/yu7FKOjUaI3MjcylWW+i4BY4WD7MxvxzWF5+Sr6makHiUvTSHCylOVTajanEadHbWBxZRCx+Ad12DwdLB0g7/XhV1LVkIriyRL+1nYQ2i2bzfAbsPSPt7irxfRy28BQEq2KvYn3+8cCyND1pMWTto95cjOMVqj5h5YzFLpfLsXfv3rGfDxw4wMaNG6mvr2f27NnAcLzsxz/+Mf/4j//4kt9ft24dTz/9NFdddRXJZJJ169bx8Y9/nD/90z8dE7KbbrqJz33uc9xyyy18+tOfZuvWrdxzzz189atfPdvXOWkowqTWmEfGOhToANaE2sSq2KvYWdo2cjVXGaETKCS0WSS0Fgas3RWOXZwNgoiSpN3soMMc/rweKh9mZ2EbRS8bCpwPSDxKXpZD5V0cLu8hqqSYabazKrEKgIPlQxwtH6I0hcpTJB5Z5wiWzA5f9Ikusk4nlXHnSY5Ze1GEysXxV/NMfm1gdXiOlyNjH6bWmEd/eUd1z52UZ8jDDz883KzhRbebb7557Jh/+Zd/kdFoVA4NDb3k9zds2CBXr14ta2pqZCQSkUuXLpVf+MIXZKlUGnfcpk2b5Gte8xppmqacOXOm/OIXv3hG+0yn0yN7UySok3ITGLLOXCGT+nwJ2qQ97+luMbVRXpl6m5xtrpQCPbB1X3xTREQ2GCtkk3mhVEW8Yvs4q71jynptlrw0eZW8se6tclXiclmnzZQKkYrv7Vy9KURknTZLXpy4Qt5Y91Z5SfJKWafNkgpmxfd2JjdVxGWzeZGsN5ZLRVTu8yTQZYd5gbwi9VYZVRoDXFuTSWOBrDOXS4Exic+rSECm0+kzlamTErYLmzCChD4LQ0kFmoFkKikujV9Bp32UA6XNFYsdaSJGg7GEspchbR+cOhlYIkKr0c6iyAIUobC/dIBO6xDlKutyf24jMJU4M40O5kXm4kqHPaW9dFlHRmJ71Y9Ao0afg6kk6bd24chChfahMi+ykhn6TNbnHwmsl6ZAo95cQskbmsSEPUnYG3MCTLbYGWottfqwqR5U4bguYlwcv4JBd4BdxQ0VE5jh+NxCMs4R8gEWsZ49AkOJ0WHOY545l7yXZ3dxN31OV9X0Cw05OYrQadRmsCi6iLgSY195P4fLB7CmxMWJIK7NIKXNGilPGKzQLjSWRC8mpdayIf9oYNMSVBGjIbKEIWv/JE05D8VuQkym2CnCpMFcRsY+TNntn5T9nQ5VmFwQew22tNlaXFehk7QgrrWS0tor+uWdOIKIkmBeZCEd5mx67T52l3aRdfrDWNwUQ6CS0hpYFFlMo97AofJh9pf2TIG43nDyVoO+gCHncEVmWcJwL8vzY2tQUNlUeDyweXim2khKb6e/vH0S4neh2E2IyRI7gUKNuRDXK5O1DxHEB1dBY2nsUmJKnOfzj1VkTI9AIanPJqY00GftxJHVPK14WOQWRBYz25zFMauLPaVd5CuWIRcyeQjiai2LIkuYYbRwqHyEfaXdVS96mhKnUV9Cwesnax+uyMWWJiJcFL+cnJdlR2F9QJ4hQdKYMzb55ZUl7IRiNyEmR+yGp/VGtUYGSjsC+bAIFOZGVtKmz+SZ/CMVGbwq0Kgz5qMKk35rV1VnWBlKnPmRxcw1Z9NpHWdPcReFKZchGnJ6BDG1hkWRJbQZrewvH2J/aTeWV70XYYowaTAW48gSQ9a+isTbDSXJ6viVHLUPc7C0JRDRFUKn3lxKwemh6HS9gmcKxW5CTIbYaUqCenMxA+VdAZUZCGYYC1kSWcHT+UcouAMBrDkeRRjU64vwcBi0gp/JN1E0EaHDXMCi6Hy67V52FrdTcEORm/4MW3pLosto0hvZU9zLofLeqk1kEWjUGwsRqAzYuyoSjoipDayOX8GO0ubAypY0JUm9uYiB8k6cs74gCcVuQrxSsRNo1EeWUnT6KASUlFGrzRzpdffkSK+7YFGFSaOx7ISMy+rrGqKg0WrMZkVsORk3y7bCVrJuP6HInWsopNR6lsfOI6HG2VbYTpd1uCqbUAtUavS5GEqCfmtHRToNDbcYHO2yEsS5RRDTZhDV6hko7TzLi+ZQ7CbEKxM7QUJvR1fiDJV3B3LSjyp1XJa4kp2lrRwf6XkXJKqI0mQsI+/2knWOUn297gS1WjPnx85HFSqbC1sYsI+HiSfnOAKVBn0G58fOw5YOmwubSDu9VN/Fj0JKbyemNNBrBZfR/QKCNmMRiyLLeDr3MEVvKIAVVWrNRdhejpx9lDP/m4RiNyFeidjpSg11xvzAygw0EeWSxFX02t3sKz0f+AlcU+I0GcvIOsfIBdY9feKYSoIl0RXMMFrYXtjJUWt/WEIQMg5V6Mwy57MsuphjVhc7ilurMJ4nSGgzSWit9JV3BJ70JVBYEL2IRrWJ9flHAilJUEWUhshSBst7z6Kd2OSKnfKKn2GaIYROjTGHjHM0EKFT0FgavZiSV2R/eXPgQqcrCZqMZaSdI1UndAoas8wFXFVzDSB5OP07DpcrE/cIqW5caXOotJPfpx9CILi65lpmmvMRqJXe2glIck4nWaeTJnMZmhIPeHWPfaXNlGWZJdFVCH+H3gDgyiJZu5MaY04g670coWU3DkFS70BVTIbKe/DflSfoMFfQbszh6dzvsQO+0tOVJI3G0pEpzNXk+hlOQrggfhGG0Hk+v5GhKdBVPaRaUKjTmrkwfiElWWZT/vkqK0MRxNRmavQO+qzt2AFnXBtKnNXxqzlkHeBweRv+vy8KdeYibK9Izj58BuuFlp1v6EqKqFpP1jpEEDGren0WC8xFbCw8FQrdCAo68yJLuSJ1Bd12D2szv2doSnRtCakePAadLh7NPESv3csVqSuYG1mCUmHL4gUkBbeHIfsgjcYydCUR6OqWl+f5wtMsNJdQp80MYEWPjHWImNqAriQDWO/khGI3wvDU8Q6yztFA5lNFlBpWRi9ma2kjuYA6lI+iK4kqFDpBXK3j1akrmGXMZG1mLXuLWwPr/BAy/XClxZ7iVh7LPEa72c6rUlcQVys/ImwYSdHtHRO8oF2aObeXbaWNrIxdQkSp8X09VxbJOp2kjI6KuTNDsQNAENdn4EqbkuO/8KjC4PzYajrto/RYBwhSbDQlXnVCJ1CZbS7iitQVHLO6eDzzCDl3oCr2FjLVkWTdfh7PPEyX3cMVqStoNxdVSSxvWPDS9iGajGVoIkjBk3Rb+zlud3Je7FJUYfi+YsnpxZMOMb2VyWnOf2aEYgdoSoyY1kzGPuR7gohAYZ55HgLBvlKwCSnD5QVLSTtHqkboTCXOJclXsyAyj8ezT7CvtG3KDfMMqX48abO3uJUnsk+wMLKAixOvwgjYmjo5wy7NjHOURnMpqogGuLLH3tImVFTmmCvwWw4kHln7MHGtBU2J+brWyTjnxU6gktI7yDtduJ7/Yzka9HbajTlsLjwTaHGpKiIj5QXHK9acdjyCBr2NK1PXUPCKrM38nkxV1kdVG+I0t5BTI0k7vazN/J6SLHNl6mrqtRlU/n2T5J0uck4XTcZSVGEGtrIry2wuPkOHMZcGfZbv6zlegbzTTVKfjQhYfqolYlsxIloDQmgUbP9H2UeUFOdFV7G1+BzFACcIKMKg0VhK3u2tivICBY350WUsiMzjufzz9FhHzunicIGCIhQ0oRPVdOKGQTJiUhM1SMV1UpEIyaggFlEwNAND09BUFWXkHO1JcFwXy3GwHIt8ySNXlGRKJTJ5m3TRIlsqk7MsSo6NI2086Z2z77kjS2zNP0uvMZvVydXsKe1jf3FHhbuvDJclKEKlwVhKn7UtsBKbgjvI1tJGzouuYp07RPmM6+HOBEnB7iIaqcfUGig5vT6uNZ5zuvRgdHRP2t6P5aZ93Y+CzgXxyyl4eXYVnwnsRCPQaDCX4HhFhuwDVLoziqHEuTB+MaYweTb3DIUAOjlUC4JhQUsYEZoScdobEsxpTjCrIUpzrUHcNNFUD8uBQtkhW3TJFkqkC5ArlyiWbYplieWA48HoV1cIgaaAqUPEEERNg4RpUhODZCxCMqoSMzUMDRxXIV8q05O2ONJX5FBPjiP9OXpzeXJ2CUfa55QIxtRaLklcStErsTH3LFaFhq6+gEKtPg9NROi3dgTWsk+gsjR6KaYSZVN+re/Cb6i11Ohz6S9vwztlElrYQWVCnF7sBCljDgKFtLUff60dwWxz+Ug93e8CG9kjUKgzFgKCQWtPhXtdClJaI6sTq+mye9he2DjNMy0FmtBJGTFm16dYOquWJbNSzGqIYugK2aLDsf4ih3ryHO7L0zVUYKhQIm9blF0bV7pIPCSSs/9sipF/FDShYqg6cd2gLh6ltSZKe1OCOc0x2uqjJKIaZdujs6/AjqNZdhwd4shgmoxVwJHOK9hD9aMKk+WxC2jWG3k6+zTZgLOjX4xApd5YhIfLkLU3sIsPTUS5LHENh6z9HCnvwO9zYo0xH086LzM6LRS7CXE6sdOVJHXmQvpK2/F8Fp+E2sTq+BU8k3+MrOu/u3QYQUqfg6kk6Stvr+j0AoFCqzGHC+Mr2VzYSmd53zS0HgSa0KiLJFjcWs+q+Q0sbU+SiGj0ZcrsPJplx9E0B3sz9BcKFN0yblWIiEAVGlHVpCEWY05TimXtNSyemaIxZZAtOuw4mmHD3gF2dw8wWMpNS/ETKMwyF3BebBnP5zdx3DpIJV+jQKPRHG7KnglojiZASmvlkthreDr/iO8lUaqI0BBZxkB59ymmyoRiNyFeTuwECnXmUkruAAXnuK/7UIXJpYlrOGYd4VB5K0F9aOPaDJJqGz3W1orOo1PQWBBdztxIB09nn5lWnVAEClE1wtz6ei5b1MyqBXUkYxpHewts2DfIlsMDdKYzFJwSHi5T53ULFFTiWoSZtSnOm93ARfPrmNUYJVOw2bB3kKd293JgYICSW5pGFy6COq2F1clL2Vc6yN7itop6QxRh0mysION2jkxeCQLB3Mj5tGhtrM//3vckupjWRkStZbC88ySfo1DsJsTLiV1EbSKhz6C/5LfFI5gfuZAGrZFn84+8jG96cjHVOur1hfSWt1V0wrgmTM6PX0xSjfNM9imKvga+g0GgkNBjLG1t4qoVrSzvSJIvuazfM8DTe3o5NDBE3ilW5XikV4JAJa5FmVNfx+pFTVy8oI64qbL1cIaHt3Szo6uXvFOYFsIXVWpYnbyMtJtlc35DRUbyjKIpcZqN5fRbeygHlNSmCINL4lfR6/Swv7QRPy/SBBoNkeVk7U7KL7EkQ7GbEKcSOyF0Gs3lpO1DWK6/H55Rl8BT+YfJu/2+rjWKJmI0mysC/XKcDEOJc2liDWVZ5vnc+sDilP4giKoRljQ387oLZnDenBr60haPbu1h/f5uuvMZHGkzdSy3V8pwPLIlXsOl85u5YkUzDSmDzQfSPLjpGDt7eim5Jaby+6GLCBcmLkUXOutzT1V0goKp1lOvL6C3vBUnoASauNrIZfErWZ9/jIzPoRdTrSepz6a/tPVFxkcodhPiVGIX12dhKAkGy7vxMzNRFSarE9dyxDrIkfJ2gvjiK0KnyTiPnHucvM/u2ZcjptSyJvUquqwedhQ2VuVAzYmgCo2ZyXped94sXrO8gXzJ5febenhyz3F6i+mRmFuIKjSaYzW8auEMrl7ZTMxUWbu1j99t6eRYbmDKvk8KOsvjF9CsN/Fk5gmKnr8Z26dGENdmkFBb6LW2BlSSMJxUN8uYzdO5h3y2bhXqzMVYXoa83XnC/aHYTYiTiZ0iIjSayxiwThUQnSwE8yIX0Kg18Wz+4UA+nAKFemMxrrQYsv3OLj01Ka2RNclXsbe4j/2lnVPQnSeIqlFWtc/gzatn0VJn8uSOAX676SiH0wM40zqD9JWjCYOO2nquWzmLNUvq6Rosc/9TR3n+6HGKbpGpZu0JVOZHlzLfnMeT2ScrmKkpqNXnowiNAcvfC/VRRt2ZPU4XB0qb8fNvpykJ6o1F9JW3nZBjEIrdhHip2AlSxtzhx3zuRzmafflU/hHygXw5BEmtnYhaS1+5ckH1Oq2Vy5KXsbWwjSPl4KetvxIEgrpIimuXdXDjxS0M5Wz+5+lOnj10jJxTYCq9lupAkNDiXDJn+KIhFdP41bNdPLT9MIPlzEhJxdRAoNBuLmB5bBnrsk+NTOGoxD40mszlFN0Bss7ZTP4+c4I7lwlSxrzhlmJjmbCh2E2IF4udpsSpNxfTX9ru61QDRehcEr86kKuhUYZ9+vPpKW8JZGLDSxE06jO5NHEJz+Wfp8sKLlX6lSJQaI3X85aL5/Ka5fVsOZjhJ08fYv9A70gcLuSVogmd+fVN/NFlHazoSLF2az8/23CArvzgFEpoEcww5nBh/AKezj1Dv12ZTkSqiNBsnseAvZeyzzkHw5zgpco97Gvf2uGp5svoL+8Yad0Yit2EGC92CrXGQhxZImcfwb8PqWCmuZg5xnyeyv0ukCwuVUSHP/zWbsoV6UYiaNbbuTixivW5Z+m1g7nifKUIFNoS9bz9snlcvKiOx7b18z/PHqQrPzCFTsBTC4HKjEQdb754Dq9d1sDTuwb5r6f3cyw3Vd7z6visj2Zb95Q3B3Jxq4oIaxLXsr+8h2PWLh9XEiT02ajCIG3tZdhVG4rdaTlR7HQlRa2xkP7yVl/T/00lxasT1/Jc4WmGnM7T/8IrRKDSaC6n5A4G5tZ48Q6ajXYujl/E07n1FbvaPRMECi3xOv7ksvlcuriW323s5efPHaC/lJ5SrrWpjEDQGK3lTRfN5ZqVjazbOcj/e2o/PYWBKfA3GPViXMz63IYKCd5o2KJmpGGE/2GLOm0WF8Qu5cncg5S9rG/rDLdwXM6gtRvHyxKK3QR4Qey04UwfN0veRwESKCyPvQqJZHthXQBXqoKU3oEh4iM99IK+Mh69yr2Ip7LPMOAcC3j9M0VQZ6b4w4vnc+0FzTy8qYefPrufvlKaahfo6YpA0BCt5a2XzOOK85p48LlufrphH0NWlmr/mzTobaxOXFoxwRMoNBjLsGSWjH3Y9/VfOL95bC885ev5Jq7PRFcSDJV3Ae6kid20H/GjiQSaiFJ0e3xdp0ZrpVlrZm9AM+pMtZa42sSgHVzvvBNp1GdycWIVT+fWV73QRdQof7B8Kf/0vsuoTxh84vvr+dfHN9JXGqLaT6rTGYmkrzjId9Y+z//+t2dprDH5+i1reP2yJZhqpNLbe1n67WM8k3uWSxIX06C3Bb6+xGPQ3ktcbcYMYNK4xGNPaTMt2gxSWouvaxWdXnQRQxPJSX3eaW/Z1RrLsLyMr23BFGGM1NQd4Gh5J36fQBVh0mKeH2CQejx1WitrkmtYn1tPr91JtQqGgsp5rTP54PULyJVc/vXBPewd6B5p3RVSbSioLGxo4c9ft5CoofKd3+xla3dnFf+9XojhPZldV5EszdHktO7ypgA6NAlmm8uYqc/m6fzvfC2pimltGEqCIWvHpFl2036enSpMij6n/8/Q5yEQHLf24f+JX6FOn0fB7aPsDvm81ktJaU2sSV7Gc/nnq1johmNC7718McvnJPnegwdZd+AQdlgjV9V4uOzqP8b/+VEfr57XwSfesoTNB9r4t7U7q9TdLOmxj/B8XmVN8jIezzweeB1e2R2koPRTq88LoP5O0mntpd2YQ6s+z9dklaLbS1RtnNTnnPZuzILTjfTxCsRQ4iyKLGVHcVMgI2tiahOaiJDxNav0VGvX8qrkGjYXtlVteYEmDK5dtIivvfdSMkWHj977FGv37wmFbgphS4tH9u3ho/euo1B2+Nr7LuXqBQvRhF7prZ0EyXHrINsK23lV8lVEA3Apvnj9jH0YXcQmXRxOhivL7ChtZlFkGbqI+7aOlDYFZ3JDT9PejQkm+NauSrAouoq4kmBj/jHfs6JGywz6rB3YPmZEnQxTifOa1BUcLB1iXymY9mdnhqA1Xs9fXLeM+qTOP/9yF7v6jk+RlPaQUyFQWNLUxm2vX0RP2uJbv91Od2GQavv8CRTmR5fRYc7mscyjgffS1JUkjcbSQMoRBCoXxq8g46bZW3oOv/4WAg1JuXIJKmvXruWNb3wjbW1tCCG4//77xz3+nve8ByHEuNsNN9ww7piBgQHe9a53kUqlqK2t5ZZbbiGXG9++a/Pmzbz2ta8lEonQ3t7OXXfddeavDsDHIsiYWku7PofdpS0BpP8q1OnzyTnHAxc6TZhcklhDl9XD/pL/MckzRRU6Vy9YyD++52L2dGb55H3r2NnXGQrdNEDisaP3KP/7vqc40JXn7vdewpXzF6KK6orASDz2FXfQY/dySeIyVGEGur7t5cg5XdTp8/HbYSdx2VXaTIcx11dLVk7yufuM35V8Ps/KlSv5xje+ccpjbrjhBo4fPz52+8///M9xj7/rXe9i27ZtPPjggzzwwAOsXbuWD3zgA2OPZzIZrrvuOjo6OtiwYQNf/vKX+exnP8t3vvOdM92ubwgUFpgr6LSPkHcHfF8vpjWjCI1cwJmPChor4xdTlmV2FDZWXa/LWjPF/77hYv7k8nb+7kdb+Y9nNo/0YAyZThScAv/+1Cb+4f9t46YrZ3P7dRdTY0xutt4rReKyLb8RW9qcH1+FQA109ZzTiSJ0YmqT76vl3QGO2UdZEFmBmCrRMPkKAORPf/rTcffdfPPN8s1vfvMpf2f79u0SkOvXrx+771e/+pUUQsjOzk4ppZTf/OY3ZV1dnSyXy2PHfPrTn5aLFy8+5fOWSiWZTqfHbkeOHBlprqZIUCf9llTb5NWpt0tTqfXl+U+8qSIuZ0TWSF2p8X2tE28CXS6KXiSvqLlRaiIe6NoT2duypg753fffID9y1RqZ0FMV31N4C+aW1Gvk/7pmjfzXP79eLm2cLQV6xfd04k0XcXllzevlwuiFErRg11Zq5YzIGqkG8H01lTp5dertMqnO8GkNRQIynU6fnUC9CF8k+ZFHHqG5uZnFixfz4Q9/mP7+F2a5rVu3jtraWi6++OKx+6699loUReHpp58eO+byyy/HMIyxY66//np27drF4ODgSde88847qampGbu1t7f78dKAYZ/1osgKDlr7KPs6PWF4tVp9Lnm3GzvQOMBwL8C5kQ6eyT5VVfPoNKHz5vOX8Vd/spx/e+gg33zkOXJ25eaNhQRL1s7xz79/jv94+BB//Y4VvHHF0qpKXrFliaezTzE/MocZxpxg1/Zy5N0eavS5vHho9WRT9rIcsvazMLIiYCv27Jh0sbvhhhv493//dx566CG+9KUv8eijj3LjjTfiusPur66uLpqbm8f9jqZp1NfX09XVNXZMS8v4wsXRn0ePeTF33HEH6XR67HbkyJHJfmlj1GqtJNUUR8q78Tt+FVEb0ESUbMBp/imtkQviK3k6+3RVTRhP6gk+ccPFXLOymU//+3Os3b8Xb4rOSws5e1zp8Mi+vXzm35/n+ota+Ph1q0jo/mUHnilFL83T2We4ML6SZABZki8gydpHMUSMiFrv+1qHy7upUWup8bnQfDKYdLF7xzvewZve9CbOO+883vKWt/DAAw+wfv16HnnkkcleahymaZJKpcbd/ECgsTCynP3l3dg+Tw1WhE6tPoch+8CLJvj6i6HEWZ1YzebCVoYmOf337BHMTDZy5zsvxXEld/zn0xzJ9FJtyTIhQSI5nOnh0/857BG68x2raUsEKSwvz6DTzZbCdlYnV2OIWGDrShwGnf3U6nMR+Gvx2rLA/vIeFkaWI6q8bNv3yOK8efNobGxk7969ALS2ttLTM/4E6jgOAwMDtLa2jh3T3T1+FPzoz6PHVIo6bQZRJcYxa7/PKwmS2izKXjbQaQYKGhfFL6HL7qazHESR/OkRCFa2tvOlP1vF7zf1cM+DG8g5odsyZJicneerv93Ao1t6uevdF3FeSzvCZxfexJAcLe+lx+7jgsTFKAGKQdkdwvJyJPWZ+OvOHC40jysJarXKnptPh+9id/ToUfr7+5kxYwYAa9asYWhoiA0bNowd8/vf/x7P81i9evXYMWvXrsW2X0g9ffDBB1m8eDF1dXV+b/mUKGgsjCxjX3k3jvQ3409TYsTUJjL2QYITHMH86DIMobO9sKkqUvcVVK5dtIjPvG0p//Tz3fx00/ZwzlzIS3CkzX9v3MY/P7CX//PHy7hqwUKUKogjSTy2FTYSVSLMiy7F7zjaiSun7YPE1WY0xV+r0pFF9pd3szCyrKqtuzMWu1wux8aNG9m4cSMABw4cYOPGjRw+fJhcLscnP/lJnnrqKQ4ePMhDDz3Em9/8ZhYsWMD1118PwNKlS7nhhht4//vfzzPPPMMTTzzBRz7yEd7xjnfQ1jbcUPWmm27CMAxuueUWtm3bxo9+9CPuuecebr/99sl75WdBrTaDiBKlyzrg80oKtdpcsk5nIDPxRmnQ21gQmcezuWcC6QZzOjSh8/ZVK3jXVbP56/s288yRg1UhwCHVicTjqcMH+JsfbOHma+bw1guXV0U9nivLrM89w8LIfOoDtH5cWSLrHKNWm4Pfds0xaz8xJU5tNcfuzjR98+GHH5a8MDN97HbzzTfLQqEgr7vuOtnU1CR1XZcdHR3y/e9/v+zq6hr3HP39/fKd73ynTCQSMpVKyfe+970ym82OO2bTpk3yNa95jTRNU86cOVN+8YtfPKN9ptPpkb1NTumBwJSXJm6U7eb5vqf0RtRm2WJeIgVGYCnLplIjr6/9Q9lizAtszZe7GUpMfvjy1fKf3/062RJrqvh+wtvUurXGm+U33/M6+YHXrpaGEqv4fkCVrcZ8eV3tW6ShBFcmIzBli3mJjKjNvq/VYa6UlyRumMTz1uSWHpwD7cIUJsN1UKu1cUFsNY9nf+2rC1Og0WKuZNA5QDmAYvXhNVUuTb6GvJtnW+G5iltPETXKbddeQFONwRf+53mGytWTDRoydagzU/zlH17E8YES33hoIyW3suUzAoUV8YuJCJNnc08G1qAhotZTq82hu7zJ1zV1EeM1yRt4rrCO9KRMmZFM5vDWKVL6XlkEKvPMJRy09vlebxbXWnBkKcDRPYJ2cwExJcbO4paKC11Mi/HJ119IPKLw+Z88GwpdyFkzWM7w2f9eT01c4/YbLiSqRiu6H4nHjsJmkmqSWeb8wNYtuUM40iLms4vRlkUOWfuZZy6pyq4q1bejKiSu1lOr1o1kYPpnCCvCIKnNZMgJbqJAXK1lRWwpG3LrcQKMD550L1qMT//BRbgefOmB58KMy5BXTM7O88WfP4eiKHzyDRcR04IrATgZjiyxIb+e82LLiKtBJdt5pJ2DpLSZKMI4/eFnjeSotY86tZ6Y7zV+Z04odqdFMMdczFH7sO+dzBPaTEreEE5AnVIUdC6Kr2JXcS8Zt//0v+AjMS3GJ//gIoqW5O5fPx/2twyZNApOgX/85XO4nuB/v77yFl7a6WN3aR8Xxi8KrBzB9vKUvDQJzd+p6paX45h9hDnmIoLLPJ0YlU9VqnIiSopmrYV1uYfw09pSRYS42kRPebOv67yAYE5k+AN5oLQroDVPTkSN8okbL8CyPb72m+cqHlupLAKBgiY0DMUgpukkVIOErhPXNKKqRkRV0BSBIoZPJp6U2J6k7HoUXYecY5OzHfKuRcGxsDwbRzojLuppGaI/LUW3yN2/2sAnXn8RH7/hAu7+9fMV/JxJ9pd20mbMoCOykAOBTBKRZOwjNJvnkXe6fBwDJDlk7WFN/Gr2KknKVdR9KUxQeVkECyIXElcTbMo/jn9TgAW1+gIkDmn7gE9rjCeu1nNF6nLWZtaSCygR5mQYisn/uu4i4qbClx547hyz6ASa0ElqMVojcdrjCWbFYzSaJlF1uEbM8jwKjkPOccg7NkXHpeR62FLiyeHPoyIUdCGIqApRXSWu6iQ0jZimYagKSCi6Dn3lMkfzBQ7n83SX8mSdwkjN4rQ8BZyUmBbjM2+8iHTe4eu/ex7Lq5zrPqk28NrUa3k08yj5gGL0Nfo8BApDtn8NIwQKK+OXk3XT7CttfAXrTG6CSih2L4MmomPZRRnn5D05J4PRoazd5U14AcTNFDTWpK6gy+5mX3EblTrZaULn/ZdfwNyWGJ//ybPnQIxOYCgmTWaSRclaFtekaI4Mzz3rLZU5UihwNJ+np1QkY5coexaudJF4yLEqn4mtI0YsRFWoRFSDpBahORJlVjzO7FiMxpF1u0sldqUz7Mmm6S1nR07+0/KUMEZCj/PZt17C7s4c3318I27FeqsKFkZX0KQ3sS7zaCDZmaqI0GyeT095C66PWeU12gwujF3G49lfvYKkvskVu9CN+TI06e2UvCJZp8/HVQQpvZ282xOI0AG0mXMxhM7Bkv+NrE+FgsrbLlrG8o4kf/XD6St0AoWklmBhsp4L6+uYFY9RdFz2ZrM81t1NZzFLzilOsoUlR/7x8KSD7ZTJOlmOlWDj0PCuNKGT0KLMjCVZkqphdeN8oprKkXyB5wcG2JMdIOfkK56d6wc5O88//PQ5/uGdF/NHuWX89/Pb8Coyp1Gyv7SLdmMWbeackfZ8/uLKEnm3l6Q2iyF7L359/7NOL2VZolGfRZe115c1zpRQ7E6BgsYccwH7y7t9bcKsiSgRpZbu8kbf1jgRU0lwXmwZ67JPVaxLikBwzaIF3HBxM5/+vxsYsqrHrz8ZCBQSWpzlNU1c2thAg2lwKF9gQ/8A/+/QPnJOAS/Axt4vReJIiyHbYiidZlv6KAoaSS3GvGQdF9XX8+b2WfSXLZ7u62Nbuo/8NBO+wXKGz/94E1/601X0Z0s8vHfPiPUcLK60eD7/PKuTq+m1u3xPggPIOcdoMVeSdSK+WXceDgfKe5ljLKTbOhhoI/tTEYrdKUhojZjCpN8+6uMqgqQ2c8SqC0J4FJZGV9BpdVVwmoHg/NZ23nfdHP7qvs10FyoXL5xsdGEwN97I5S0tzI7H2J/L89tjxziYH6Dklahm96CHQ9rJ8PxghucHDxNRosxN1HNZYyNvmNnGoXyBtd3dHMj34VRBK7nJoCvfz9//eCufv+k8en9cZEu3f2PBXo5Bp4cuq5ul0RVsyj+D358TT5YpuL3DZU62f1ZXn32UpZEVJNQGsm736X/BZ0KxOymCDmMBnfZhX2vPVGESUevoLm/ybY0TqdWaaDVa+H36d1TqxDsr2cin/mgpX71/N/sG/YuDBocgoca5pGEGr25upOC6PNbdww8O7qbgFqhmgTs1kpJXYEemwI5MJ3E1xvKaZt7UPouI2sETPX2s7z9O3s0zNV/fC+wZOM49P4vw6bcu5VP/XuRYzs+Qxanw2FHcytU113Cw3EQ6gAvRnHOcZvP8EevOn8xMR5botI8y25zPtkIPlf6shAkqJ8FQErwmcT1P5R+m4GOm4nBmlBjJjPIXBY3X1FzNwdJBDpd3+77eyUjqCb5406X87vke7t+8fYq7xQR1eg1XtszkwoZadqdzPNx9jOPFwQq7KP1DQaMtWs9VrTNYmEzw3MAQj3QfZcjOUOkT2StBoPDWC5ZzxXlN3PHDpys29b4jsoTZRjtPZB4O5DM0nAHu+poBHlcbWB2/ksdyv8Y+Yxdt2C7Md5r1drJehqKb9m0NRRjE1EayzjHf1jiRGWYHKgpHy8GUNrwYTejceu157DuW5+dbdk1hoRPU6bW8ffYKPr5sObbn8Y/bt/IfBzfTWeydtkIHw67Oo8Ue/u+Bzdy9YyuelHxi2Qr+ePZy6vQaqq2IeKJIPO7ftJPDPQU+fPV5aMLfgaen4mh5H7rQaDVmB7JezjlGTG3ytatKwR0i52Vp1tp9W2OihGL3IgQas425HCrv8zUVOKY2U/YyPhZ3voAmIiyPLmNzYTMewc+CEyi88bzFzGyM8C8Pb52y8+gSWoI3z1zG7cuWk3Ns7tq2iQeO7SRtp5nKls2ZIxmy0/yscwdf2raJguNy+7IVvGnmUuJqotKbOyscafOt329hTkuM1y9fVJHejq602VzYwvLYMjRh+r6eI4uUvSwxtcm3NSQuh6z9zDbnVnzWXSh2LyKu1mGKCAOT0rX75Ag0ElorWaeTIE6ScyILyLhZBuzKxMiWNbfxx5fP5K77t5KfgiUGujB4deN8PrVsJboi+PK2Lfzy2C5yTo5zS+RejCTn5PjFsZ18ZdsWTFXl08tX8qrG+ei+9mD0h5yd50v3b+UdV85iSeOMiuyh3z5Ozs3TYS4IYDVJ1ukkoc5A+Djott8+RkREiau1vq0xEUKxG4dgpjGXLvuYr9MNImodrrSwvZxva4xiKnEWRhawrVCZiQa1ZopPvHkp3/rFPo5kKxH8P3sECnNirXx86YWcV1fLN3bt5L+PbCPjTO0Y1eQjSTsZ/uvwVr65eycX1NXysaUX0hFrqcru9y/H4Uwv3/nVfj7xlqXUGMnA15e4bCtsYWF0AYYS930928vhYRPxsSm1I4v0OF20GXOppKt7an0SfUYVJjP0mXTaB/HvZKaQ1NoCsuoE8yOL6bJ7yFagJZgmdD549XKe2zvEEwcPMJUEIqrG+KP2ZbxnwTx+1Xmc7+zZRHe5vyK1WFMFiaSr1M+392zit8eO894F8/nDWcuIKpWdNHBmSB7bf4AtBzJ84KrKTDrPuAP02n3MiwTRTNkj43SS1GbinxxIjloHmKHPRK2gxR+K3QnUaE240iHn4wQAXYmjoFN2h3xbY5SIkmSOOZtdhe0ELzSCKxbMY25rjO8/vh1PVqJDxZkjUFiQmMH/XrYSVQju2raJLenD0zrxZLLxcNg0dJgvb9uErip8YtlK5sVnTBkrz5UO31u7nYWzErx23jyCt0Y8dha3M8/sIKL4HwMtu0MoQkf38aIk6/bjSY+Uj/HB0zE1Pn2BIJilz6XTPoLnWwKFIKHNIO92B9AHT7AwuphO6zgFz7+s0lMxI17PLdfN4as/31mxVO4zxRAmb2hbwrvmzeVHBw/z48PbKLhTY+/VSN7N8/8ObeW/Dh3m3fPncmPbYvQAEi8mg6yd42s/28n7b5hLSyyouXMvkHeHOGZ1MT8A607ikHd6SKj+xSk9aXHMPsosYw6VcmWGYjeCLqI0aI102f51UVCETkSppeD2+rbGKBElSbsxk93FIMaHjEcXBn9x/TJ+8Uw3u/v8S/SZTOqNWm5dvJLmiMk/bt/M7mznFC6PqB4kHjuznfzj9s3MiEa5dfH51Om1ld7WhNjRe4zfbujhw9ctq0A5gmR3aScdZnsg1l3B7SGi1vlahtBlH6ZRa0YTEd/WeDlCsRuhVmuhLEu+1tZF1QYsL4vre8NnwfzIQjqt4xQDnycluHLhXOoSOj95rvrr6QSCxcmZfHzpctb3D/BvB7aMZFmGTCZZJ8f392/muf4hbl+2nEWJmYgqr8uTePz42V001xhcPj/45IqCm+a41c28yELf13ZlGcvLEfFxwnjBHcKSZWq1Zt/WeDlCsQOGszBnc8w64mPDUoWE2krO6cJvS8tU4sw229lTgaGsTdFa3nPtHL7+i11VP5tOQeOK5oXcNLeD7+7dx+O9+yo47mX640qHtb17uXfvft41r4PXNi1A8THlfTIoOAW+/svdvO+6OTRGagJefdS6m43he5KPJOceJ6G24pcsSByO2UeZqXdQCVdmKHYMTx6oUxvocTp9W0NX4gihYgVgaXWY8+i1+yj4aKWeDAWV916xhEe39LG7v7rdl7oweNvsZaxqqOWrO7ZxMO//RUgIgGR//jhf27GNSxvr+aP2ZVVfk7ez9xhPbBvg5suXBC7OeXeIPruf2eZc39ey3AyK0HxNVOmxj1KvNVbElRmKHcMNksuyTNH1T4jiajMFt9f3xBRNRJgXmcPuYvBW3fkzZrF0doIfPr27qt2XUSXG++afR1xT+cauLQzZwSfwnOsM2mn+eddmagyd98xbQUSJVnpLp0Ti8YN1uzh/booVLTMDX313aRfzzXm+d1WRuBTcPmKqf27GgpvGkhY1WvBZmaHYIZiht9Nld/rmwhRoRNV6Co7/iSkzjHaybp6sj+UTJyOiRvnA9Qv43oMHyFjZQNc+ExJagg8tWkFf2eL/HthKyatuV+t0puQV+bf9WxmybT64cAVx1f8i6rMlbWW593cH+MD1CzDVYK2SjNNP3ivQavjfX7Lg9hJVG3xr7SVx6LaPMUNvJ2hX5jkvdqowadCa6LH9c2EaagpXWjg+DUocRUFjYWQBu4tBJ4YIXrd0LtmCw7qDhwNc98xIaUn+YtFydqSz/PTIjinbo3M64UiLnxzZwZ5sjr9YvIKkFnzXkonyxP5DFC2XaxYHm6wicdld3M3CyAIUn/tLOl4RT9oYin9/h277KA1aU+AF5ue82CXUOjw8H2vRBHG1mbzbi99uxVq9GUUo9NvBDkqsM1P8yeXt/OvvdlftYM+UluTWxcvZ0D/Eb4/vDovEqwhXOvz62G42DgzxF4uXV63g2dLiXx/cwzuvmE1twK3E+pzjqEILwP3nUXB7iWvN+CXoeW8IGO5DHCTnvNi16DPps7t9KyRXhIappCj53q5LYWFkAftK+wOdbCBQeOsl83lu7xD7Bio1/fzlGXZdLuOZvkF+370Hz/eC/pAzxcPloa69PNc/yIcWLatal+ae/m42H0jzh6vmB1o64Umb/aUDLIguwG+rsuj2Yyo1CJ9apXnSps/poVkLNv55ToudQKNJa6XLxz6VhlKDI4u+19ZFlQT1Wj2dVrBuxNZ4PVevbOYHT+ytShGJKjHev2AZmwczPNy9t6oTZ851RgVv21CGP1+wrCqTVjxc7nt8L6+7qIXmmH81aSej0zpEo9bge5G5K8s4soSpvPKBqSdH0mV30qy3Bjr255wWO1NJYAqTrONXMocgrjYF4sKcZc6h2+7B8gq+rnMiAoU/WTOP32/soTs/GNi6E0UXBu+et5RD+QK/PR5adFMBD5ffHN/DsWKJP5u7tCrLEo7nBnh0Sy9vv2xeoP0+y16eXruPWWaHzytJCm7vyJw7f6zIjNNHREQwA5jsMMo5LXZ1WjNZL+PbOB8hNAwl6XvTZwWdOeZs9pf2E2S5waxkA5csquWnG/ZXncWkoPGH7UuwPI+fHd0VxuimEK50+OmRXXjAm2ctrrrCc4nHf6/fz5oldbQlgrTuJPtK+5hjdqDgb/uykjuIqSR9m3PnyCI5L0ttgCUI57DYCVr0Nrrt476dqA0liSPLvrswa7VGPDwyTnDz4gQKb18zjwef66W/VF11agLB5c3zmBWP8J8Hd4ZZl1MQR1rcd2AHcxIxXtM0r+pai/UXh3hoUx9vWx2sdZce+Y7XaA2+ruPKMq60fMvKlHj02Mdp0dsIKrP1nBU7VRjUqnUMOP5lLsbURopuH/5aW4K5kbkcKgc7hmZGop6LFtTw843VN6ducXImV7U28r29u8I6uilMySvy3b07uWZGEwsTbZXezjgkkp89d4DVi+tojQeXVehhc6h8mDkRv8sfJAW3n5ja6NsK/U43tWo9akBNts9ZsYuOBF/9apQsUEeyMP2NZekiQrPeTGfZv2kNL0ag8IeXzOWRLf0MVJlV12DU8q55Hdy7d3/YGWUaMGin+bd9B/iz+XOqblpCX3GIx7b386ZVcwO1PDvLR2jRm33vqFLyBjHVGt9cmQUvjUAQ8S0RZjznrNjVa82k3UFcn+rCNCUGUvoWDxylUW8l5+YoecF1LamPpHjV0np+vuFgVU3uNhSTd89bxG86uzlYCLbWMMQ/9ue7ePBYDzfPX1hV8/Akkv959iCXr2igzgzmhA3DF+gFt0CD3uLrOq5XBCnRfMqKdaVFxk1TF1Dc7ozFbu3atbzxjW+kra0NIQT333//2GO2bfPpT3+a8847j3g8TltbG+9+97s5duzYuOeYM2cOQohxty9+8Yvjjtm8eTOvfe1riUQitLe3c9ddd53dKzwpgkathV6nG79ccBGljpI3BL4mbgg6zA4OlQ8HmCAieN2K2Ww6kKa7UD0ZmAKF62fMZ8iyWdd/kGpzrYa8EiRP9B0ga7u8bkawMbLTcTw3yNZDGa5ZNpugYk8Sb9iVafo7PUDiUfLSRBS/3LSSXqeLJq2FIN67M/7U5PN5Vq5cyTe+8Y2XPFYoFHjuuef467/+a5577jl+8pOfsGvXLt70pje95NjPf/7zHD9+fOx22223jT2WyWS47rrr6OjoYMOGDXz5y1/ms5/9LN/5znfOdLsnRRUGKbWGQd96VQqiah1FnwvJDRGjTqul2z52+oMniZga5YaLWvjp04eqKgNzfqKVi+pr+fGhPeGYnmmIKx3+36HdXNpYx9y4vxbNmSBx+clTh7jx4laianB1gd32Meq1enTh75pFr5+oWo9fYjTo9JJSawOJ251xRd+NN97IjTfeeNLHampqePDBB8fd98///M9ceumlHD58mNmzZ4/dn0wmaW1tPenz3HfffViWxfe+9z0Mw2D58uVs3LiRu+++mw984ANnuuWXEBnJMPLL9acIHVWY2NLfIaANejNZNxtobd2q2W0MZG32DwaX+Xk6YmqMm+Z28J8HD5Fzw8Gr05Wsk+OHBw5x09w5/OP2NMUAP/cvx76BXjIFhwtnzeDJQ/sCWbPs5cm5ORr0Zrqsg76tY3s5VGGiCB3Ph5BP0cuioGAqCQo+Gwe++wPS6TRCCGpra8fd/8UvfpGGhgYuvPBCvvzlL+M4L1yNr1u3jssvvxzDeKGg9Prrr2fXrl0MDp7cdVYul8lkMuNup6JGbSDrZnB9Skk3lASOLOH5amEIZpuzOVw+EpiFpQqdN6+eyf1PH/XtvTtTBApvmDmfHekce7LVPUMv5JWzK3ucPdk8N7ZVjzvTkTb/8/RR3nLZLFSfWmy9GInHEesos01/pwd40sGVZXSfir9daZHzstSo/pZSgM9iVyqV+PSnP8073/lOUqkXArgf/ehH+eEPf8jDDz/MBz/4Qb7whS/wqU99auzxrq4uWlrGuypGf+7q6jrpWnfeeSc1NTVjt/b2U43DEDRoTQy4vfgVT4sodSNZmP7FjTRhUqfV0mOf/P3wg1mpeppqTTYcrh5RmRNvZllNkl90Vl9he8jkI/F44Og+zq9PMTsW/Ey0U7H+4HFa68xAi8y7rePUa/U+Z2VKiu6gj3E7j36nlwYfG0+P4pvY2bbN29/+dqSUfOtb3xr32O23386VV17J+eefz4c+9CH+8R//ka9//euUy2dffH3HHXeQTqfHbkeOnDwVX6BSo9Yx6FsBtjJccuDbFIVharUGSl6Jspf3dZ0XEFx33kye2NZP3qkO95EuTN7e0cF/Hz5CwQ3qfQipNHk3z08PH+Xtc+ZUTTuxnJNn3c4Brj1vJkElqpS8HGWvTI3mr8CWvSEiSg3+xe36qFHrfCtxGMUXsRsVukOHDvHggw+Os+pOxurVq3Ech4MHDwLQ2tpKd/f41PHRn08V5zNNk1QqNe52MnQlgiEMCj7V1ylCRxEajs/xhDZjJses475PPh8lqkZ59fJGHtx8lGrJdFzd2E7adtieDi5BJ6Q62DJ0jLztcEmD/wNNJ4bkt5uOcvmKRiIBDXeVuBy3umgz/J0eYMviyHnNnySSvJfGFCaa4m9ZyaSL3ajQ7dmzh9/97nc0NJzeF7tx40YURaG5eXgc/Jo1a1i7di22/UJc6MEHH2Tx4sXU1b0yczqmpLCkhe35U/+mK3EcWfZVhBQ0mvVmuuzg3InLWpvJFmyOZPweVTQxElqC62a08JPDB8MGz+cgHg4/OXKQG9paiav+TgGYKIeGBiiUXZY0B+dePW4fo0Vv9nWoq5QOjiyhC3/ido5XxJY2MZ+Ly89Y7HK5HBs3bmTjxo0AHDhwgI0bN3L48GFs2+Ztb3sbzz77LPfddx+u69LV1UVXVxeWNZzJs27dOr72ta+xadMm9u/fz3333cfHP/5x/vRP/3RMyG666SYMw+CWW25h27Zt/OhHP+Kee+7h9ttvf8UvuEatJ+OmfROjiFJD2Uvjp/UTVZOoKOTdYDqECBSuu2AGD23qqZI+k4JrWzvYNJimp1wd4hsSPN2lAbYMZbimNbgat5fDkRa/39TD61a2BZY8k3PTaELzeeyPpOxlMNUaX57dwyXrpalRfY53yjPk4Ycflgyfycfdbr75ZnngwIGTPgbIhx9+WEop5YYNG+Tq1atlTU2NjEQicunSpfILX/iCLJVK49bZtGmTfM1rXiNN05QzZ86UX/ziF89on+l0emRtRYI6ctPkBfGrZbt5/gn3TeZNk83mRdJUGnx6/uFbh7lMXpq8UoLm6zqjt6ReK//jw6+XLbGmQNY73a1eb5B/t/JymdJqK76X8FbZW41WJ/9u5eWyTq+v+F5AlTPizfL/fvj1MqHVBLSmJlcnr5bt5hJf1zHVRtlkXij9Oud0mCvl+bGrXvT8igRkOp0+U5k6KWds+1555ZVIKV9OPF/29y+66CKeeuqp065z/vnn89hjj53p9l4WgUpCSXHA3TOpz3vi86vCwJZ+xusErUYrx6xjBBU7Wz6jie6hMn1Ff+KcZ4bgdW3tPNnTT8YJa+rOddJOlqd6B7h2Rjs/Ppyh0vHknkKa/ozF0tYm1h8N4vMpOW4dp9Vo5Uh5L369ftsroAkTgYr0oeF82h2k3Zjj2/PDOdYbUxMmhjAo+lRMrikRPOn6Wl+nCp1atYb+gMb5CBSuOq+FR7b0VEVnknq9huW1Kdb2VE+iTEglkTzac4Tz62qo1YPrT3kqXOnw6NYerjqvJTBXZr/TR51ai+JjjZ8nbaT0UH1KIil6WQxhovmYXXtOiV1EiePg+NacWVcSI1adf/VeUSWBRFIKqFNIVIuytD3JsweqobGy4KrWWTzdO0A+LDUIGSHn5FnfN8iVLbOohtjdM/t6WDE7FVhW5vDFuyDqa9zOw5YFDOHPGrYs4eL6Orn8nBK7hFpDwcvjSX+SU0yRxPJ5+kC91siQOxTY7Lr5DfVkiw69hcq7MBNanJX1NTze00lo1YW8gGRtTycX1dcSV/07WU6U7nyafNllbn0wBeaedEi7aep8Huha9rK+DXP1pEPRKxBX/bPOzymxS6m1ZN00/lheAl2JY3l+WlyCZr2JHruHYE72gssWNbF+9yBOFbgwL21oY2c6S9oJbpxRyNRgyM6wJ5vjkoYZld4KjrR5du8gly1qIhhLU9Jj99Cs+9uFxPKyGErcpzU8Mm6alFrrw3MPcw6JnSCp1JBxh3x6dhVV6DjSv8nYApVarZYBO5h0e03oXDS/jmf2BiWup0YXJq9uauSRruMV30tINSJ5uOs4r25u9DXuM9G9PL27l1UL6tAC6pU54PRTp9X6Gid0ZAlVGL51Osm4Q6R87NRyzoidQCWqxMj75GZUhYGUEumjBWQoETShUQhoUGtDJEEionFocCiQ9V6OeYlGco5DVymsqws5OceKA5Rcl7nxxkpvhYMDg6RiOnWRYAreC24WXRjoin9xQiltJNLHTioZYkrcNzE9Z8ROFQa60Cn71MZLU6I4suTr5O64mqLklXybrv5iFs+o51BvgYLjn7U6EQQKl7e0sLa7J+yWEnJKPBwe6+7l8pbgMiFPRd4pcrSvyKKWYOJ2jixT9krEfYqpwfBkdleWfZtcXvIKaMLwbbbdOSN2hhLBw8ORZ99s+uXQRRxb5vHTxVav1TPoDAXU3V+wakE9z+0bqPg0gYQWpz0WZUfGr2G7IdOFbekeOuIx4lplE1UkLs/tG2TVAv8Gn45fz2PIHaLO16bQEtsrYPjVNmzEWNCFP9bpOSN2ERHHkmXfauAMJY7ta/NnQb1Wx4ATXLxuyawUWw5X3m24oraJfdk8Bbc6pi2EVC95t8CBXJ7lNZV3ZW453M/SWanA4nb99gD1mr/ianl532bbedLBlmUiSsyX5z9nxC6mJih4BZ+sFIEmIr52ThEoJNUkaZ8SbF5MjRkjZqocz1Q281GgsrqxgXV9vYSJKSGnR/JUXx+rGxsr7srsHMqQjGqkDH9O3i8m7Q6RUpM+J6kU0EQEPwRV4lHwCsR8qhc8Z8QuriQoeDn8OGEKFBSh+RpL04SBLgxKARVTd9TX0JsuU3D8KcCfKEktTp1hcChfeQszZGpwIDdAg2mQqLArM++U6MtYtNfVBLJe0ctjKP7FvGB4srgqdJ8EVVLwcsRVf+KO54jYCWJKgrxPXUfEiJvCz0xMU4niSgcnoOSUZe217DyaqXhCyOJUPQdzeco+jWQKmX6UvCKH8wUWJoObGn4yPFx2dWZYOqs2kPUcr4wnPUyfEkiAsTCQ8Mk1m/dyxHyq5TsnxE6gEFGiFKU/VpEqDDzp+JrIEVeTFLxCIOIjUFgyM8n2I/6OKprITi6sr+e5gYEK7yNkaiF5bmCAC+uDSQ55uX1sP5Jm6Sx/XYujeLgUvKLPGZkunnR9sx6LXoGIiCJCsTs7hFAwhEHZ8yeFXhXmiAvTvxNySk2RcbO+rjGKrui0NUQ51FfZFmGmYtIWi7I/N1TRfYRMPfZnB2mPxzB8nn59Og72ZpjZGEPz0bX4ApKsmyWl+dsQe9iV6c/7WvYKGIrpS63dOSF2ChoKqm9lB5qI+NZcepRhsQtGfJJ6FF1VGChUNvux2UxRcBzyTtj0OeTMyDoFio5Lk+mflTMR+gsFTF0hoQfTFDrjZkj5FPMaRuLI0kiSyuRjyzIqqi8THM4JsRtuHyRxfZqy7b/YKcTVOLmAJh00JeNkCjYlz5+Lg4myKFXDnky24nHDkKmHh8PebJaFyWCSQ05F0S2TKzo0JYJJlsm5WeJKAj/dt36K3fA5WqCGYnd2aMLAw/Nt2oEmTN+sRgAFhYgwKflax/cCsxsSHO0v4vr0fk0MweJUip2ZdAX3EDKV2ZlJs7gmRSXjdq50ODZQpL0hmLZhRa9AxCc34CiuLPvmxvRw8HDRfHj+c0LsdGFiS9u3GjtF6L6WHShCRxEqVkCWVkdzgkM9/naDOR26MGiKRDhWCCcchJwdnYUsLZFIQPGyUyE52FOgozkYsbNkGVWovlhGo4yWH/hSayc9HOmg+9DM+5wQO0MxsaXlo9hpeD65SAF0oSOl55sb9kQECu2NUY70VTZOltRjeFKScyvblzNk6pIb6ema1IIp6j4VR3pztDdGA8nIdEeaNfs5+cGTNgoa/hSWS2xpYfjgJj0nxM4UEco+WUUCBYFA+hhXMpSIj5bpeBSh0lRj0JWubHLKjEicnnIJtwrm6IVMTRxp01cq0xKpbHF5V7pIc42BIgIoP5AujnQwfHIzwrCrUQjFl/IAkFiy7EsW7TkhdoYwsWUZX7qnjHyApfRPiEwRoeybZToeXWjETIOhQmWTU9rjcY7kC4T1dSFnj+RwocDseGXFbjBfJB4xA3GnSjzKnoXp66if4fOQ8EW8JZZn+SLW54jYGVg+xdQE6shYH/+EKKJEKHklgjjxRzUDRXgUnEqKnWBWLMaRfFhyEPLKOJrPMyseo5JJKnnbQlM9IlowscOyVyLia32hRCJ9S4KxZBkjjNmdDQJdGNg+iZ0iVKT0fJ1j94LY+U/CNLAcsNzKuQ8VFBpMk95yGK8LeWX0lIo0mmZFm0Jbro3lQMIIYoK6pCTL/lp2SKT0EMIfsbOlNZKgMrkXKOeA2A2Pq/FL7IYtO39T9E3FpOxjacOJJCMm+ZJd0bIDVehEVZWsHfbDDHllZJ0SUVULbMzOyXCkS6HskIwE082l7JWI+FQHN4xE4qH4ZNnZ0kb3weV7DoidQBMajk+JDopQfavfG8UURmBlB7Uxg0zRrejA1oiqIwHL8z/7NGR6U3ItEGAolSs/kHhkiy410SAsOyh7Fobi71oS1zfLzpX2SOlEaNmdMapQcfFH7ATaiGXnlxtz2A1rBVB2AJCK62QLJV/dsqcjphqUPTfMxAx5xbjSxXI9YlowQnMyJJJsoUQqHozgDqfuT74b8AUknnRHyg8mHwcH1YfnPgfETqCg+OaWU4TqezurYcs0ILGLRhiuOqic2CU0g7zt4FXQugyZHkg8Co5DXK2c2IEkXYBUJJj+mLZ00HyyukaRuL7FQV3pogqF0LI7YwQCxTdXo0DxtexAIFCF6psb9sUkI4JcqbKxsoSukXVCqy7klSOR5ByHhF65mB1ArlwmEQ0mI9SVji9uwBPxM0HFw0UhFLszRiBQhPAtBiVQfI5vCRSh4PkoqCeuFYsoFK3Kxsrimk7etQlr7EJeOZK8a5MIKO3/VBTLFvFIMKdbFxcVxddiC4nnm2U3LKST/9zTXuyG8VHshN9iN5yKH5RLz9ANiuXKikxM1Sja4aSDkMmhaLtE1cpadiVLYmh+xtFewBsTCx8tOz/FDsmwmRJadmeIGGnn5V8CCdJPcRjdf0Bip2pYFfYgmqpC2Q3jdSGTQ8n1MNXKnurKNhhaMILr4fnUyusFJBIh/FljWEghdGOeIaN/dOmTIPkrpMN/bgGBZUdqqorjVday0xWB5esFRMi5hC0lulK5DioAjjf83QoG6YtYvHgNv55/1K6bbKa92A3j5x99WIr8JiixEwK8ChtVihABxShDzgU86aH4ZIVMFCklQentcCsvf207KaWPK/hzrjtHxC5kolT2lBASEhLiD2csdmvXruWNb3wjbW1tCCG4//77xz0upeRv/uZvmDFjBtFolGuvvZY9e/aMO2ZgYIB3vetdpFIpamtrueWWW8jlcuOO2bx5M6997WuJRCK0t7dz1113nfmre2FXr+B3J/Lc/kuE3z74UTwJSoUvgTwpAxmHEnJuMJzNXFm3uBCCoKIDo6EVXzMJhL/hGz844zNKPp9n5cqVfOMb3zjp43fddRf/9E//xLe//W2efvpp4vE4119/PaUTarfe9a53sW3bNh588EEeeOAB1q5dywc+8IGxxzOZDNdddx0dHR1s2LCBL3/5y3z2s5/lO9/5zhm/wNE/iH/BVD/N+WEp9cuHfTIc10WrcHzD9iR6hd1OIdMHXYiKx6E1Zfi7FQxi5Kznb+KcX8/vVx7EGacH3Xjjjdx4440nfUxKyde+9jX+6q/+ije/+c0A/Pu//zstLS3cf//9vOMd72DHjh38+te/Zv369Vx88cUAfP3rX+f1r389X/nKV2hra+O+++7Dsiy+973vYRgGy5cvZ+PGjdx9993jRHFiSJ8FSQ4HunxjdP/BWDq262BUNkubsusRqXD2XMj0IaIqZOzKphgbGlgBNUpQUHy3ugT+xdWFT2I9qWeUAwcO0NXVxbXXXjt2X01NDatXr2bdunUArFu3jtra2jGhA7j22mtRFIWnn3567JjLL78c44SRGNdffz27du1icHDwpGuXy2Uymcy424n4WgDpsxB5eCMdBfynbFtEzcpaVQXXIaoFlbkWMt2JairFCo6sAoiaAsuxCCKZTRGjXZ38zBL3r754+Hw6+Y7YST2DdnV1AdDS0jLu/paWlrHHurq6aG5uHve4pmnU19ePO+Zkz3HiGi/mzjvvpKamZuzW3t4OjAyj8FGQ/CyuHFtBegHFsCSFkkfUqGy3ibzjENd0wnSZkFeOGO7IU+H2c1FTp1AKJsNYRcXF89mJ6aPYCX9aME4bX9Edd9xBOp0eux05cmTkkZHZSz6JhcSf1jYvPL/ElW5g87iyJUkioIa1pyJn2yQDKsANmd4IBAlNI2dXtgVewoyQLQYTN1SFNjIxxEfLTihIv5rro450jKpiy661tRWA7u7ucfd3d3ePPdba2kpPT8+4xx3HYWBgYNwxJ3uOE9d4MaZpkkqlxt2GkXh4I41RJ5/hURf+utwc6aD5MMzwZGSLJVIxqKRVlXMsYpoWmOs2ZPoiUIhpGjnXn+HNE91FTQwyATVYH56S4m8yzPDQan8sO1WouD64YSf1bDJ37lxaW1t56KGHxu7LZDI8/fTTrFmzBoA1a9YwNDTEhg0bxo75/e9/j+d5rF69euyYtWvXYp9wNfbggw+yePFi6urqznhfrnR9mY8EIHEQqPg5O2p4PlUwYpfO26RikcCyP09GwbWIqCpKBadLh0wPVKFiKAoFp3KWnUCQjEXI5IPZgyEMLOlnfFCMjDbzxzWsovkyf/SMxS6Xy7Fx40Y2btwIDCelbNy4kcOHDyOE4GMf+xh///d/z89+9jO2bNnCu9/9btra2njLW94CwNKlS7nhhht4//vfzzPPPMMTTzzBRz7yEd7xjnfQ1tYGwE033YRhGNxyyy1s27aNH/3oR9xzzz3cfvvtZ/ES5Yhl5KNl5/PsKEtaGIrp6xqjpIsWqagaWPbnySi5NgIwKzhdOmR6YI5M7La8yll2AoVkVCVdDGYPpmL4/noFqm9uTE3ovrhhz1gBnn32Wa666qqxn0cF6Oabb+b73/8+n/rUp8jn83zgAx9gaGiI17zmNfz6178mckIc6L777uMjH/kI11xzDYqi8Na3vpV/+qd/Gnu8pqaG3/72t9x6662sWrWKxsZG/uZv/uYsyg6GcaTtmxtweIihv2JX8sqYIhixyxTLxCMaqlDxKjQp3JU2Rc8lqUfIu7nT/0JIyClI6RGKrhvYPMiToQqVmKmRLZUDWc9UIpQ8P12mIzNCfRparQsd24dh1WcsdldeeeXLNlUWQvD5z3+ez3/+86c8pr6+nh/84Acvu87555/PY489dqbbOwmjbkB/xMKTLkIovjaELnklknrSl+d+MbmyhaEJDFXDdoL5cr4YD4/+cpkmM0pXZefIhkxxmiNR+srlwKaGnAxT1TE0yFtBWHaCiDAZ8oZ8XEH4mqCiC2NE7Ko4ZletWNLCEMbpDzwLhi07gZ9vZckrEVEiBJE0UnQsPKkQ0/x5vyaGpDNfZFY8XsE9hEwHZsXjHM0XqOQg4Lhu4LgKxYDihsFYdgLpk2VnCBNLTv6F9jkidmV0YeKHWIzWg/hZflCWJUxhBBJHs6VDoWxRG6ts+cHhfI7ZsRhhrV3I2SNoj8U4kq+sK7w2FiFfLuP44Jp7MQIFUzEoS//EbvRc50ctHAgMxQjF7myxZGksUD3ZSLyRdl7+xe0sr4wu9EDEzpMuvRmLlpqY72u9HF2lPM2RiG8lIyHTH03oNEVMukr5iu6jtTZGz5AVyNgqRahoQsPy/AtBKGhI6fkUthHDlp0P+z83xM4btuz8EQuJJx0UH0sDbGkhhIIaQPmBxONoX5H2xsq6EDN2AUUI4mq0ovsImboktOHPTtYpVHQfsxvjHO0vBhI3VIWOQOBI/+KDitBHyg4mX+wEAl0YWD5YpueG2Ek/LSOJJ21Un2KCAJ608aQbWPnBwZ4cc5rjVNKF6Eib3nKJtmgwiTkh04+Z0SQ9pWDch6dG0NEc52BPMK5UQ5i40h1J3fcHVRi4PiSQwLCLVBMatg9ifU6InSMtFBTf6uEcWUbzsTTAw6Msy0SUYFyLR/pyzGyIovpcP/hySDx2pbMsqamp2B5CpjZLamrYlc5QyeQUVWi0NUQ50h+M2EWUGCWv7FvyCIAqTFwfYmow7CJVUH2xTM8ZsQPhmxvQkSU04WdCh0fOzZNQEz6u8QI92Tw1MR0zIEvyVOzODLEwlfS9HVvI9ENBY0Eyye7sUEX3EVVNklGN3lwwccOkmiTv5fFT4DURwfEpAWb4HC1HLMfJ5ZwQOw8HD9c368v1Xewg62ZIqanTHzgZa9lFbNejIVbZJJWecpaEphHXKruPkKlHQosR1VR6y9mK7qMhFsOyPXJWMAWjKTVJxs2c/sCzRvgqdrowcXF9aWhxToidlB6WtDAVf5IdHFkeidn5F+PKuBlSatLXNUaxPZtjAyU6GoMR11NR9kp0ForMTZx5P9SQc5v5iTqO5gu+ZiVOhDlNKY72FwOKGwqSapKM46fYjcbs/HlfTSWK5Vm+uGHPDbHDo+QViQp/MgxdaaEIzdfSgJybI6bEAnHpSTx2Hs2wdFYNla1zkzw/MMhF9fUV3kfI1EJwYUM9zw8MUsl4HQiWzqph59FMIJmYCipRJUbe8y8+KFBRhOqLmxEgqsQpyYIvZQ3nhNiBpODliPkU85IjJrfwsSas7BVQheZr1ueJ7Dg6xJJZqYqP2dmd6WdOIo6pVLbIPWTqEFEidMRj7MkOVHQfCipLZiXZcXQokPU0xUQVKmXPv1KL0Ukk0qdsz7iSoOBTzPEcETvIezniij/p9BIPTzq+CpEjLWxpEVWDqX871J+hucYkqlVWZDJOniHLpiMeujJDJsaceD39ZYusU9nOKTEtQmPK5PCAv27FUaJKHMuzfLO64IWyA38sVUFMSfjW/P2cEbuClyOmxH2rtXNkCV34VwAt8ci6OWrUWt/WOJGhcp6i5dKWqmzcTuLyTF8/lzU2EboyQ06P4LKmJp7p669o82eAmTUpciWHjBVMUXuNWkvG9ddlqonYSHKKHwXlCjElRsEnN+w5I3YlL48hTN8GglpeHl3x0+qSDDgD1Gv1Pq7xAo602Xk0y4r2YNZ7ObYO9bIgmSAadlMJOQ0xNca8RJxt6d5Kb4XzZtez40g2sKL2Bq2eAWcAP+OUhhLH9vwpo1CEhi5MSn49vy/PWoVYXgkFBc0nV6Mt8+jC364jg84AdVptQINVJRv29bNqfl1FB7kCZJ0cRwtFlqaaKrqPkOpneU0Th/MFck5l+2EKVFbNr2PDvn6CSJIRKNRqtQw6g76uoisxbOnPe6sJE4HA9qms4ZwRO09a2NLG9Mn6crwimoiMjPvxh5ybIaJEAktS2Xl8gI7mGFGtshaVxGNtdzeXt7SEBeYhp0RB47Utzazt7q64CzOuRZnVFGNXVzBJMpowMZUIec+/+KBAoAoT2yv68vwRJY4j/Ys5njtih0tRFogr/vRadKWFEMLXjEzLK+FIh6gSTCeV/mKOfMmlo7Y2kPVejn25PpK6RkskTFQJOTkzov9/e38eINdV3+nDz7lr7b3varVarc3a5UWy8MLm2BizhiQQdggwISbzCxCH+J0EkslMTEySYYYhJO+8CYaQQCA/loQhgHdjLMu2bGvfutVSt6Tet9qr7nLeP6q7pZZlqWX3vVXdug+U1V11u86pW/eezznf811qiKgqvZnRcneFjtpqUlmbibw/TjIRNY4lLSwP69iJ6STTrkdiFFUSZN2MZ6nOrhqxA0nKmSLhkYOHxMGRlqeZVCQOk/YUtXqdZ22cjy0tnj8xyfbV5XcOsWSBp4ZHeV1Ta9n7ElCJCF7f1Movh0c9SSJ8pX3ZsbqBPd0T2B4mZD6fWq2OSXvCY+eU0LQnpjdilFCrSLre5TK9isQOks4kcbUKbz62xHKzGB6tHGfaGLaGadQb8WfAl+w6Osz21bVoFVBX7pmxAa6pjpPQgkoIAXOp0hOsqYrx7NhAubuCJnRuWF3L08eG8SeoXdCoNzJsjXjanqHEKbppj9pQiKtVpJxJD957poWriLQzRUSJerbvU5BJj8UOxu0xatRqFPwRnxNj4yQiOg2R8oYgQMlRZd/4FDc3thGs7gLOIbiloZUXxiZJO+V1TAFoiiaIhlR6x/3Zr1OERpWaYNwe87QdU4lTdL3JNaoIjYgSJe1MefL+cJWJXd7NoKGheZSNw3LT6CKCl6c156YQCEI+BZdn7RyHT6e4rrPRl/YujeSRodPc2FBLVA2SQweUiGlRtjfU8tjQGcqbHqzEDSubOHgqRc7xJ/lzaQ9fkPNIiEoo6CJCUXqzB6mLECoqBY/CDuAqEztbFkpZSDxy8LDdPIpQPYvlA3CkxaQzRZ3mjxu+xOXR/YO8bmOTb6vJSzFRnOLwZIqbG9sJVncBILi1cRkHJpJMWN6tCuaLKjReu7GRRw8M+uYRWqc1MOlMeFIpYAZF6Aih4HiUWDusxCnKgrcV1j175wpE4pBykyRUbzz6Sk4qxenVnVdIBouDNBvN+DXYHzw7QnONSX24/KZMieRnA33c1FhHXPPHKzWgcklocXY21PHgQD+VsKprCFdRX2VweNCvoHZBi9HMQHEQLz+/LiLY0ruisFVqDSkn6WnR2atK7ECWArPVOrwRCknBTWEq3lbXHrWHqVVrPCtGeyEpK8Oh/hQ3rmr2pb3LMV6c4oWxKW5r7iBY3V29CAS3tyznudHJiljVAbxmdQv7T06RtvxJEaYKnWqtmjHLW3E11SoKnnlKCqq1OiYcbwPwrzKxgylnnIRajfDKScWdxFQTeDkI55wULi5Rj0V1BonLz188y21bm9B8EthLI3lo8BTb6qpoMIO4u6uVRrOWzTVVPDx0ikpY1WnC4A1bGnnwxQHfTJgxtRpHOuQ9LOsDAlNJUHC9mVAoqCSUKqYcbx16rjqxy7pTGMJA98hJpehmpjOpeJfpw8Vh2Bqh2WjxrI0LOTQwTFVEZ1mi/LkyoeSZ+dDZId7ZviLIqnIVoqDxzuUr+NnZQdJlrm4ww/KqWqIhlSPDw7612ay3MGQN4+Ldfp1AQxOmZzkxNSWMLnSPHWyuQrGz3DxFWSSieLP/5EoLVzpoHlVFLyE5UzxDq9HiqaieT9bJ8ctDY9y2qVLc/iW7RvupMQ2uSbSWuzMBPrOhqpWErvHMWH+5uzKN4PYty3jy4JhvXpgClVajhbPFs562oythXGl7mDmliqIseJr9Ba5CsZM4TDkTVGv1HrXgUnCThJRqj96/xKQ9RkgJeZbr86VIfr7vNLdsqCeqVYbbvyULfO/kKd7V0U44CEW4aoioUd7VsYzvnjxVAdlSSsS0CK+5ppYH95/GL5NqSIlhKiZTnsfXVXu4Xwc1Wj2TzoSnzilwFYodSMbsEerUBrz6+Hl3gpBag5crIFvmmbAnadT9cxrpT44zmixybbt/5tPL0ZsZ4shUije3rix7dYYA7xEovKVtJfsnkpzK+mcuvBzXd7QyNFHgjI/V0RuNZsbtCWzpTThACUFIrSbnelVNQaFOq2fM9jb7S6mlq5ApZ4y4mvDMm7HoptBEyNN4O5D0F/ppN9vx62t0pMW/7T7D229c5psn6OWQuPz4zAk2VCfoilWGt2iAd6yOt7C2KsZPzp4oe2WDGTSh8/Ydbfxo92kcn3JhChTajXb6C96GXChCQxMhLI8cYFRhEFMSTDnerk7hKhW7/PRGaMij1F6utKbj7bw1MY7aQyTUOKbinwnv2b6z1Cd0Oqu9MgNfOVknw7d7T/LezhVEfcosE+A/MS3Gb3Z28O3ek+Qcf1z758PK2gaqYzp7+v3Ly2koUeJqjFFryNN2dCWGIwue7deFlTgSScFTb9ISV6XYOdIi5UxR49m+nSTnjBNWva1OUHSz06ZM/8yKWTvLz54f5p07OirKbNidHmTv+BS/3rG6IjK9BCwsqtD4jeWr2TM6SU/a2wH+ShAo/OqODv7juSFyjjd13i5Gk97KuD2BJb1tM6zUkXO8q35eozUw5Uzi+LD3Wjmjla+4jNhD1GveZSHJuxPTTipenmLJqcIpOkw/hUfy4P5TbF1ZRWOk2qc2L4/E5T8GuqkzDW6sD4LNlxaCnfUrqDJ0fj7QUzHmS4DmaC2bViR46JB/sX4ChRXmck4VvG1ToBBSqsh7tl8naNCaGLWH8OPcXaViB+P2CNVqjWdVv203C0J4Wt8OYNQaJK7GPDPJXoyxfJJdRyZ467UrPK3MfqUU3QIP9BznzrZmOiKVkLg6YCFYEW3ijtYmvnHiGEVPnTGuDIHg7dev4MmD40zkvasQfiFhJU5EjXhuwlRFGITA9qgyuSoMEmo147Y/jkYLLnYrVqyYrtg993H33XcD8LrXve4lr/32b//2nPfo6+vjrrvuIhKJ0NjYyD333INtL+zGb246G0DYI5GQOKUQBI/ycM5gyTzD1gitxjJP2zkficsPnunl9ZvrqQn5k8VlvowVJ/jn3lN8ZFUXVXr5c3kGvDqq9So+0rWSb504yXhxstzdmUNdqIpbNtTxw+d6kT5mcGkzlzNsjWBLb+PSQmoNBWfKs5CAsFKFRJJ3/ZkoLLjYPfvsswwMDMw+HnzwQQB+/dd/ffaYj3/843OOuf/++2dfcxyHu+66i2KxyFNPPcU3vvENHnjgAT7/+c8vaD8dWWTSmaBWa1rQ9z2fnDM6vW/n5epH0lvoZUWow9e9qrPpMV7omeItW1ZQaSbDI8mzPDE0xke71mF6lCknwHtCSpjfWrWWRwdHOZbyNnD6yhG89dpOnjs2wWDGv3ADBZ0Oczm9+V68Nf0JImodWXfUsxbqtCYmnQkcj5xfLmTBxa6hoYHm5ubZx49//GO6urp47WtfO3tMJBKZc0wicW4G/vOf/5xDhw7xrW99i61bt3LnnXfyZ3/2Z3z1q1+lWFzITUzJsHWWRr3Fs/2umRAEr0ylM0zaIygoJDRvHWLOR+Ly3V293HFdI7VmZa2gJC6PD/cwkMvznhXrKiSfZ8CVoAmd31yxjv5MnieGT/i6cpoP9aEqbtvawHef9jcEomr6Hp+yvRMhAFWYqMKk6HjjJSlQaNJbGLbO4tdep6d7dsVikW9961t89KMfRYhzs/9/+qd/or6+no0bN3LvvfeSzZ5zI961axebNm2iqenciuuOO+4gmUxy8ODBl22rUCiQTCbnPC7HhD1MXKnybF/NlTZFN43psSnTlRanCn2sDHXh5yqrPznKnuNTvOO6lRW1dwfgSJvv9x8lomq8pW1tkD9zEaGg8fZl6zAUhR/0H/E07+MrQaDwzutX8szRSc6m/VvVgWBlqItThT5cvF0NhdQaim4K6dG510SYmBJnwqf9OvBY7H74wx8yOTnJhz/84dnn3vve9/Ktb32LRx99lHvvvZd//Md/5P3vf//s64ODg3OEDpj9fXBw8GXbuu+++6iqqpp9tLe3X7Z/eTeNJQvEPVsRSTLOMFG1Aa9FqL9wiia9EcPHmDuJy3d29XDbtiYaI5WRIPp8im6Bb5w4RFc8wm3Nq33LIxrwylFQub1lNcujYb554nDFpAM7n+ZoDa/f0si/PO2vZ6ipRGjUG+gvnPK4JUFEbSDjDOPVqiuh1VGQeU8rk1+Ip2L393//99x55520tp5L1PuJT3yCO+64g02bNvG+972Pb37zm/zgBz+gp6fnVbV17733MjU1Nfvo7798gliJzbA9RJPmXXLjojuFJsKemzJzbopxe4JWY7mn7VzIQHqcx/aN8N6bVlVU3N0MWSfL//f4Ia6tq+Z1TV0V2ceAEgKF1zetYnNNgv/TfYicWzmB4zMoqLzv5tU89OIwQxmvXPIvTpvRwZg9PpsUwytUYaKJEEXPHEcEzfoyhq1Bz1aOF8OzO//UqVM89NBDfOxjH7vkcTt27ACgu7sbgObmZoaG5rrUzvze3Pzy6aBM0ySRSMx5zIdh6wwNWpNnqb1KpswUIdXrlY9Ld/44XaGVKPi3RyVx+ddnurludTUra7xz9nk1pOw0Xzt2iJ0NtbyuaVWwwqtAFFTe0LSa7fU1/O2xQxVTtudCVtU2sWVlFT94zt9VnSJ0VoY66c4dx+s9rpBaS8FN4nqU+kwROvVaA8O2v05Hnond17/+dRobG7nrrrsuedyLL74IQEtLKQvIzp072b9/P8Pn1YR68MEHSSQSrF+/fsH7mXLGUYRCxLMqBZK0M0RUbcRrU+aENYyUklrdX9EZLyT53i9O87HbVlesM8iUleSrRw+xo76WX2leHezhVRAKGre3rOG6umq+evQgSdvblcsrRRcGH/uV1fzLE/1MFPyLqwOo15pxpcuk7W1FclCIqo1kHO8CvaNKNQKFtMfFWi/EE7FzXZevf/3rfOhDH0LTzq2Yenp6+LM/+zP27NnDyZMn+bd/+zc++MEPcuutt7J582YAbr/9dtavX88HPvAB9u7dy89+9jP+6I/+iLvvvhvTNBe8r44sMGaP0qi3Lfh7z1B0kqjCQBNe1rgDF5vufDdrwmt8NtdJfn7oBDUxnR0d/ppRr4SS4B1gU02Cty27pmKF+WpCEzrvaF/HNVVx/uZY5QodwM7ODmIhlYeOeO32PxeBwprwGo7luz131iltuegUHe++h0a9jVF72JcUYefjyYj40EMP0dfXx0c/+tE5zxuGwUMPPcTtt9/OunXr+OxnP8u73vUu/v3f/332GFVV+fGPf4yqquzcuZP3v//9fPCDH+S//tf/6kVXAcmA1U+z3obwKE5NYpNzJohoDZ68//mcLfaRUOPEPDebziXn5Pi7n3XzsdtXEtdjvrZ9JZRMmgdoCYd4X+eGIA6vjISUMB/o3EiDafK3xw5UrOkSIGHE+eivrODvftZN3sccmABxrY6oEmWw6H2h2ojWQM4Z92wvTaDRrLcxYHlbreGibUspKyuAZYFIJpNUVVVR0vNLmw91EeHm+J3szjxK1qOlta7EqdPXMFR40fMihWvDW4ipMfakn8LPC0oRGn/wphsYTRX5+ydfqKgchhdiKCa/2r6WlnCIf+g5wpTlr1nqaqdar+Kjq9ZyOpPnB/1HKtLrcgaBwiduvZZEWOOvfvYsrsf374WtXx+7iSlniuO5/R63pNIU2sZY8YhnJX0iah07oq/lF6n/wL5sEmsJuExNTc3bB+NSBK5pgCVzTDhjNGjemTItN4PExfAhh+XJQg+NegMRxd9UXq60+YfHj/D6LfWsrqvs2nJFt8D3+g6xd2KKT1+zkY5IE5WWCWZpIlgRaebT12zg+bFJ/rXvUEULHcDa+hZu2VjH15846rPQQVStpkGv51ThhOdtGWoCV9pYHnrBNultjDtjnqc6uxiB2AEgOVM8RavR7pkpE1zSzhAxrQWvB9WCm6G/cJpV4bWet3Uhw9lJvvnQKT715rWEVG/3KF8tjrR5dOg4/3Kyj4+tXsVr6lcG5YE8RBUaN9d38Vuru/h2bx+PDx+vuIDxCwmrYT715rU88NBJRnOTPrcuWB1ay6lCH0XPwzAEMbVl2jHFG4uMQKNFb+dM0b8KEecTiN00k/YQIREmrHqX+irnjGIocc9j7kDSnT/GMqOFsOJ3Ki/JI8dOkMravHOb344yV47E5XDyNF8+fIidDXV8cOXGoACsB8TUGB/s3MQN9bV8+fBBjqROV1wKsAsRKPzadWsZT1k8dtxfpxSAiFJFq9HMibz34QaqMDGUGDkPK4ZH1CpMYTJpl6ceYWWPRD5iyRzj9gjNunfehK60KLhTRFTvy8/k3RT9xbOsLsPqzpJFvvqzw7x1R3PFmzNnGCtO8JWje5koWHx2/RZWxVorXqgXAwKFNfE2Prt+M6OFAl89tpexCqte8HKsrW/hTTc08Tc/P4Ttu6lVsDq8lr7CafI+VPGOqI3k3UlcDz9ns76cUdv7ag0vR3A3zyI5bZ2kVW/3MChbkrIHiKqNPgQ2S47njrDMaCXi++quVBXh6w+e4tNvvYaotjhWSkW3wL+dOcy3e0/y3s4V/Gr7esKqf+nXlhoRNcqvLd/Ae1Ys5596T/LjM0coupVTj+5SxPQon37bOv7+Z72+VjWYIaJW0Wa00J0/iterOoFKVGskbQ941oYidFr1ds4UT1IOEyYEYjeHSXsYTWjENO/c9i03jYuDqVZ71sYMeTfFqUI/a8Lr8d/5QvLo8R76R3J88Kb1iyaIW+JyPH2Wvzy0F1UI7lm/lQ2J9kXT/0pAQWVjVTv3rN8CwF8e2kt3+mxFe+eejyI0PnzzBk4MZHm8x3/zJQjWhdfTW+jzZVVnqjW40sLyME9lXK1DEQpTjn+Jny8kELvzcGSBQessbXon3omDS8o+S9zDfJznkHTnj9JiNPkedwdgS4uvPXSQ7Wur2bnCy3O68GSdDN/rO8i3TvTylvY2PrZqCw1mLYvpM/iPoNGs4xOrt3JXWyvfPHGCf+07SNapvByXL4/g5s5Otq2q4u8eOehbrbXziat1NOkN9PiwqgNBXGslZZ/FK8cUELQZnQxaZ3wPJD+fQOzmIDlT7KVZb/Gs7A9A3hlHFQa64n3wdcHN0J3vYUNkY1n2oCYKU/zVj45w911dLIvX+97+q0HiciIzwF8feoEjU0l+d901vHPZBuJanED0zkeQ0OK8q30Dn1q7jgOTU/z14RfpzQwumtXcDO2Jen77zSv5qx8eZtLnlGBQ2uPcENnIsVwPRR8qAuhKDFUY5B3vklprIkST1lJWEyYEYvcSMs44BVmkVvPOsUJik7GHiGut+LG6680fp0pNUKOXx1nk4NAZ/t8nz3LP2zcS0RbfHpglCzwx0sOXDu4D4J4Nm7mjZe201+bVLHqCqBrjzpa13LNhM46U3H9oL0+OdGPJxbE3dz4xLcofvH0T333iDIdHylMZvVZvIaHGOVXo9qE1QVxrI217W32gTm8lL/NkPBTU+RCI3QW42PQVe1ludnnqRJJxhjCVKlQPV5Az2DLPodxhNkc2+VoRYQaJy7/tO8rQRIFPvG7TIs1JKUnZKX5w+iBfPnyQWsPgcxu38ubWdSS0BFeX6AmqtAR3ta7jcxu3kDB0/sehg/zwdOVWK7gcmtD5T2/YxOnRHD/ef7QsK1JF6GyObOJA9qAvHouqCGEqCbIe7qMJVDqMLvqKJ3wt53MxArG7CMNWHwmlirDqXQYSVxbJOqPTQebec7ZwEomkzVzhS3sXYski//vn+1i7LMZdGys//u7lkYwXJ/nOqf18+fBBIqrK72/YxG92bKIlVL+kHVkUVFpDDbx3xSY+u2ETIVXly4cO8i+nDjBuTVJOE9WrQaDwts1r6WyO8DcP7ccuwz4dwDJjJY50GCz2+dJeXGsl64x4Gm4QVquJKXFGrNOetTFfgnQRF6HoZhixh2nVO+l2JvDqJk7bAzSam0jZZ3A9Nvu42OzN7OPG+A6GrLO+7AdcSNJK8+ff388XP7CNM+NZnjtzksU6QMpp0fvX/il+NhBje10LH1u9hpRl88TQEIeTI+ScHIv1851DEFEjXJNo4NamRmKaxi9HRvm30ydI2xmWwue7ob2DX72pjc/94x5SVnlWpqYSZX1kHU+nnvYlq4wqTMJqHcOFfR62IlhmdDJsD5ZlvHlJb4JE0BenSmthW+RGnkz9h4cmBUGNvgoHi6R10qM2zkdhW2wHjnTYl3mW8gxUgm0ty7nnXev4o2/t5cTkYBn64A26MOmK1XNrUxPLImG6U2meHh3hVGaCgptn8QiDwFRCdERr2VnfQFc8Sn82xxNDQ5xIjy7K/biXY1VNC3/2vs188V8Ps3fQ/0z8JQRbotsBwd7Mbl/6UKV3IlCZtHo8a08TYW6Ov4nns0+RfEVZUxY2EXSwsnsZUvYIRVmgTm9jqNjjUSuSlH2GBnMjafusp+aEEi6Hsvt5Q9Ub6Ss0liltj+TFgX6+8WCYP/6NTXzuWwWGs+XduF4oLFngSOoMR1MDxLUYG6sbeHPbMqqNTk6mMzw/Pk5veoKMnfU9ofDlUFCJalFWxqq5traWFbEoE8Uiu0fH+H5/D2k7s+g8Ky9HU6SWP/qNjfzDz0+yr2xCB9VaEy1GM49OPexLHxRhElEbGC7s97S9er2NgpsnZXuXguxKCFZ2l6DVWMNyYyW70w95uLkqqDFW48gCSeuUR23Mpd1cQ1eok18kHylLHBGUBtf33LCJG9fV8Mf/8hxTxcot2vlqEKgktChrEnVsq62hLRImbdscT6Y4MjXF2VyKjJPDkTb+DbYCVWjE1DCtkTjrElWsTsSJaBpnszleGB/naHKclJ3xvBxVuag2E/y3d1/PkwfH+O6eA2WbfKjC4NbEGzie7+a0Lx6YkNBXoKIzYXXj1TUn0Lgx9iv0FrsZLB5/he8SrOx8Y9jqZ21oI3GtnqTtlblNkrJOT6/uBj3fuwM4UzhBh7mcFeYaevKHKMeM1sXhu88dpCa6lXvfto0/++FzZOzFFHw8PyQOU3aSZ8eTPDt+ElMJ0WjGWZOo5g0tzTSYK3ClZDifpy+b5XQmw0ghR8rKU3AtXGnjzq6o5vs9lSZ3Cgqq0DAUnbgeosEM0x6N0h6N0GiGUIRgJJ/naDLJt3t7GS4kKbiFK2hncRLTovx/3r6NgyeT/Ovzh8q4yhZ0htZSlBZnCyd9aVEVJlG10fNVXUJrwFRCjFaAY8oMwcrukghWh64lrETZl30SLzMM1OircLGZsno9amMuMbWWWxO38njyCTIeFaydD6Zi8uk7rsPQ4f7/+4LvVaDLiUBBEzoJPUJzKMryaIy2aJg60ySsqEgg7zhkbZuUbZOxLXK2Q95xsaTElaXrUREKhhCYqkJYV4mqOnFNI6prmIqKAHKOw1ihwOlslv5MhoF8hpSVna4ltySHgIsSVsN87i3Xksm7/M8Hny9rrs5z9+DjvsWgVekrESie7tWBwpboLaSdFD35F15FOwu7sgvE7jKElCpeE7uNXemHybmTC9W9l6CKMI3mJoYL+3B8yQou6AptoMVo5qnk47iUx5wJpQHoD95yLfmi5Ms/f56CU56s6JWBmF6R6YRUnYhqENMMYrpOVNOIqBqmqqArAkWUrmtXSixXUnBcsk5JFNOWTdouknWK5B0LR1rTK8QlebvPi5Aa5jNv2oaqwJd+Ut6JlYLOzYnXcbp4hhP5w/jxvfg1xoSVGnbG3sBT6YfIu1Ov4p0CsZsXCyV2oLAp8hoKMs+x3B68vCir9E4UNE9t6eejCJ2b4/7ecC9HVIvwh2+7jmTW4X89eLULXsBCE1JD/N4d1xE2BH/x4+fJltVkXppothrN/NK3ieaMb0DRY89vwdrwDehC50D2KV7dmLKwYrdYI3t9xKW3cIxlegeG4m2qq5R9hpBag+ZxOzO40uL5zB7WhdcQV+t8afPlyNhZvvhvz5OIqPze7ddWfJXzgMVDWA3zmTddS8gQ3F92oYOEVs/a8Cqez+zxzaKiK1FCSjVp29s0aIYSpU1v52ThGJVmRQjEbh5knDGmnElajS5P23FlkZR9hmptBX6ln0o7ExzMHeH62PWowvSlzZcjY2f44r/tIWQI/uCubUQXYR7NgMoipkX53FuuRVXg/h8/X3YnKE2YXB+9ngPZw2ScSZ9aVajSVpC0z3gc3iRoM7qYdCbIeFjx/JUSiN08kDj0FA6zwuhCE96uODL2EJoI+VLvroSkP99N1s2xLryRcl8SGTvL/T9+nqIFf/yO66ky4mXtT8DipdpI8PlfvZ5MweVLP3mh7Cs6gcK6yGbSbob+gj9bFQCmWo0mTLIex9XqIswKYyU9hcMVGZMZiN08mbKHyblZWoxOT9uR2Ezap6jWVvhQzbyEi82LmT0sM9to1Jf50ualyDk5/sfP9tA/muPP3n09jZGacncpYJHRFKnlv73nenqHsvzPnz9fEV6+jUY7bXoLezN7fItfFKhUayuYtE96noi5xegk7WZI2uUr0HopArGbJxKb44VDrDTXeFrrDkr17hxsIlqTp+2cT8FNsye9h+ti2wgr3iXAnn9/Cvzd4y/y9JEJ/uL917Oyupmrq7JAwCtD0FXTwl984DqePDjG/3nixbKGF8wQUaq5NrqN5zLPUfAxT2RUa8aRRU/r1UEpNdhKczXd+UMVm4ggELsrYNIaoODmafZ4dQcuU1YvCW2Zr/too9ZZevInuT62HVUYvrX7ctjS4jvP7uc7j/fz396/hevbViziagkBXiNQ2L5sBf/tfZv5p0f7+O6eA2WrYHA+qjC4Prad7vwJxqwBH9sNEdfamLR78S5GuESL0UnOzTHpWfKNV08wclwBLjbHCofoMtd6vrqz3AxZZ5SE3oF/KxpJd+4glrS4Jry5IoTFxeHnR4/xpf/3CJ9+xxretumaRVoPL8BLNKHzjs3r+X/etoYv/uthHjp2rCLyjwoU1ke2UpAFenJ+ZisSVOkdZJ0RbNfbvUpNhOky13Asf7DsNesuRflHs0XGhHWWvJujxVjpcUuSlN1PSKnC8NGs6GLzQuZZWo0WWs1OKsF0KHF5YaCPP/zHF3jTdc186o3XLsqK5wHeENWi/OfbruW2bY187h+fZ+9gP7Ii3N4FbWYXzXojL2Se86V0zwymUo2hxEnZp/FWYAWtRhdZN1vRqzoIxO6Kkdgcyx+ky1yLLrwdcF1pMWn1UqOvRPiYxrTgZtid3s2WyGaqtUbf2r00kv7kMJ/7p91ETJX73rODZfEGKkGMA8qFoD3ewBd/czuGpvCH//wMp1MjVEp8V7XWxObIRnand/taz02gUaOvZNLqxfXYjKuLMF3m6opf1UEgdq+ISXuAtJNimbkarwfbnDOOLfPE9DZP27mQKXuEvZl97IjtIKRUjvt/0krzpZ88xxP7R7n/g9dy04quJV0dPODiKELlls4u/uJD1/LI3hH+8qfPla3w6sUIKwl2xLfzQmYvSXvUx5YFcX0ZlsyS9zznraDdXEPSSTJV4as6CMTuFSFxOFbYT6exClOJedyay6TVS0xtQve8rfORnC32crLQx/b4TrQyB5yfjyWLfH/vQf78Xw/xsds7+U+vvZaoFi13twJ8IqZH+Z3XXctHbuvkv3/3ID/cd6giHFFm0ESI7fEb6c2fYrB4Ej9XmroSI6o2Mmn1et6uqcRZYXRxLL+/Yj0wzycQu1dIyh5h1B5hhXkNXq/uHJkjafdTo3f5FnsHpb2y47kDZJ0sW6M3oFRQRSiJy4Ghfj7zjWeoien85ftvZE1da0U41QR4g0BhbX0bf/n+G4mGND7zzd0cHD5dUQHMChrbYjeQcjJ05w762jeBSo3exZTd50MyeUGneQ0j9jBpx8+V6ysnGBleIRKX7sIBlunLiajeBz1n7SFc6RDVWj1v63xKAefPElbCrItsqTgxmShMcf9PnuX7T53hT96zifdcvynIq7kECath3nvDZr7w7o1878nT/NVPn2OykCx3t+YgULkmshVTmOzz2SEFIKa14UqLrA9B3VG1lja9ne78gYqabFyKyhq5PME7N/WsM0G/dYo1oc2er7gkLhNWD3GtxWdzJtiywDPpXbQazXSG1lFpTiG2tHjw2FF+/xt72NiR4P73Bqu8pYJAYW1dG196307Wtcf57APP8fDxYxVltiwhWBlaR7PRyDPpXdg+FGE+H12JE9OambBO4HVMnUBlTWgzfdZJT8ueLfTYveRHg7Cn2fwlJwuHqVFrqdaaPWynhCNzTNl91OqrffXOhFKGlV2pX7ImvJo2s4tKEzyQnE2P8iff383/fWaAL7xnE7918zbiur8Tg4CFI2HE+fgt2/j8uzfyo6fP8F9/sJuBzBiV4m15DkG7uYpV4S52JZ/y1fOy1LpGrb6KKesUjvQ+LVqN1kqVWs1Jj8uChdX6BX2/BRe7P/mTP0EIMeexbt262dfz+Tx33303dXV1xGIx3vWudzE0NDdBaV9fH3fddReRSITGxkbuuecebPuVmQQiWhPCw9Vd0U1zvHCYa8JbUHzIOpK1h7FlgYTejt+Ck3Em2ZV6ii2RjTQZy31vfz5YssjPjh7l019/hvq4wf/6yE5uWtEVBKIvIjRhcEvnKv7nh2+kOmrwe19/hgePHZuuql5pCJqNDjZGNrAr9RRZT1c6F28/oS/HlnmyzojnranC4JrwZo7nD2NJ70RdCJ3IAoc9ebI82LBhAw899NC5RrRzzXz605/m//7f/8v3vvc9qqqq+NSnPsWv/uqv8stf/hIAx3G46667aG5u5qmnnmJgYIAPfvCD6LrOn//5n19xX1xZIKzVk7W9S9MzUOxhudFJi9HFmcIRvJ15lsyZTeZm8s4kBdfbnHcXMmWP8HRqNzfGb+QZaTNqnfG1/fkhGc5OcP9Pn2VLSxv/6Y5VvCXdxv/voeOcmBhaNHsMVxsKKl21jXzstjXEIxr/89+PsW/gdEVkQrk4ggZ9GddGt7ErtcvnEIMSplpDRK1jqLAPr82XpQDyVbi4DFgnPG0prDYsvJONXGC+8IUvyC1btlz0tcnJSanruvze9743+9zhw4clIHft2iWllPInP/mJVBRFDg4Ozh7zta99TSYSCVkoFObdj6mpKQlITdTIhtD1UoiQBNWzR422XL4+8evSVKo9bWfmYaoNsiV0o1RExJf2Lnw06Cvkm2t+Tdbq7WVp/0oeYTUm375ps/zW77xZfvpXXiObIo1SoJW9X8Gj9BDosjnaKD9z+2vkt37nzfKtGzfJkBore78u96jTl8s31/yarNc7ytK+KiKyJXSjNJV6X9ozlRr5hsRvyGrN23teESHZELpeaqJaAnJqauqVidEFeLJnd/z4cVpbW1m5ciXve9/76OvrA2DPnj1YlsVtt902e+y6detYvnw5u3btAmDXrl1s2rSJpqZzGf/vuOMOkskkBw8efNk2C4UCyWRyzgPAlilsmSesNnjxUWeZtAcYtUdYFdrki2NEwZkg64xOhyP4v/U6Yp1mT+Z5boxtp0Zr8b39KyHn5PjR/kP8579/mkze5n985AY+8pqt1JpVVKIp9upBUBeq5rdu2spff/gGklmL3/37p/n3A4croiTPpajVWtkRu4Hn0nvKYt0QKNToq8g4IxR8MJ0KFFaHNjFsD3oeQB7WGrFlDlumFvR9F3yU3LFjBw888AA//elP+drXvkZvby+33HILqVSKwcFBDMOgurp6zt80NTUxOFg6gYODg3OEbub1mddejvvuu4+qqqrZR3t7+/QrLmnrNFGt2dM9NYnL8fw+mrQWqnxwVgFJ0upDEfp0OILfg7ZkqNjHnswL7IzvoFb3NyTiypGMF6b4P794gd//xnNURw2+8ls7+OCOLdSGqhGB6PmGmBa5D9+4lf/10e3EwhqffeA5/v7JF5koTFF5DijnI6jT27gxvp3nMs8zbPXjf38FMa0NIVRSPrVfrbXQoDVxPL/f020ARRhE1CZS1hkW+nMt+J7dnXfeOfvz5s2b2bFjBx0dHXz3u98lHPYu/unee+/lM5/5zOzvyWRyVvAsN43lpoloTaStfs/6kHeTHCscYn14G7vTYzgeux9LHMaLx2g0N1F00xR93xyfFjzgxtgOnkk/w6h1lkoerCQuZ9Oj/I8Hx2nfXc9v7OzkKx/dzqP7Rvn3508ynJ0M9vQ8QqDQFKnhrdet4HWb6ni+e4o//McXOJ0aWyTnXNCgt3HD9IquPEIHplJFTGthuOBP5hJVmKwPb+NY/hAFd2FXW3MRRLRmLDeF7S586jfP7V/V1dWsWbOG7u5umpubKRaLTE5OzjlmaGiI5ubSaqi5ufkl3pkzv88cczFM0ySRSMx5nEOSts8Q0RpQPS3NIzlb7MaRDu3mWvxYbTkyx4TVQ52x2uPP9nKUBO/Z9HNsj22vWC/NC5G49CWH+aufPcsffPMFQobGX3/4Bn7/TdtZVdOCGnhvLhiq0Fld28I9d27nrz58PYamcM83n+evf/4s/amRRSN0zUYHN8Ru4Jn0s2UTOlWEqDVWM251+xJmAILl5jVY0mKg2IOXn1kVISJaAyl74Vd14IPYpdNpenp6aGlp4brrrkPXdR5++OHZ148ePUpfXx87d+4EYOfOnezfv5/h4XNZAB588EESiQTr169/xf2w3Sx5Z5Ko7q3Jz5UWh3LP02WsIarWetbO+eSdcdLOMLXGGl/TiZ1DMmL183Tqaa6LbqvQOLyLI3E5kx7hq488x//zD7s5PZbjj35jI3/xnpu4pXPVdM7NxfFZKgtBVIty68pVfOk9N/Fffm0jfSNZ/vM/7OZvHt3D2fToIhE5AMEycxXXRreyK7WLUcvrsjkv1wuNWmMNaXuIgseVx2eIqnWsNFZxKPc8Ll4G8guieit5ZxzH9UbEhZRyQb+13//93+etb30rHR0dnD17li984Qu8+OKLHDp0iIaGBj75yU/yk5/8hAceeIBEIsHv/u7vAvDUU08BpdCDrVu30trayv3338/g4CAf+MAH+NjHPnZFoQfJZJKqqipKel4arFQRoi60nvHCUWxPAz8FXaFt1Gr17Ek/6vFFMtOiQq2xDkcWmLROUC5TYpXWwM74aziWO05v/sgiGtBmEES0CDcsb+VtO9qoTxj84uAoD+0/w+nkeAVm7qgsNKHTnqjlVzYv46YNdYxMFvjR7jPs6TtL1slRySbuiyFQWRlax+pwF0+ldpG0vY9le7meVOtdqEJnvHjUl/tKETrXR9/AqD3EifxevPzuNCVGrbGG0cIh3NmQAwm4TE1NXWCpe2UsuNi95z3v4YknnmBsbIyGhgZuvvlm/vt//+90dXUBpaDyz372s3z729+mUChwxx138Dd/8zdzTJSnTp3ik5/8JI899hjRaJQPfehDfPGLX5wTr3c5LiZ2AFF9GYYSY6JwDC/jUlQR4sbYbZwqnuB0wdtMAzMowqDB2EjKOUu2jCU3omo1O+M3cbY4yJHsXt9zBC4U6vTAffvmZdy0vo6prMVDLw7xdPcgo7nkov1cC40qNOrDCXauauGNWxqJR3R+eXCUn09PEJxFOkFQ0LgmspVmo7EUMO5Mlq0vUa2FmNrCSHG/5zXqSgjazfW0GyvYnX7IY/8DhRpzDUU3RWaOZ2uFi12l8HJiJ4ROvbmBKesURY9NAVVaC9dHXsOuzKNkPa8tVUJTojQaGxkrHvXFJfnlMJUY22M7ybk5Xsw863uuwIVFEFHDrG9p5PatraxvjzM4UeCxA0Ps6R1mJJvEljaLbdXyyhFoQqMhkuD6ziZet6mRpmqTg31Jfv7iAIcGh8ktwlXc+WgixLbYDZjC5Nn0Lgo+pwA7H1OpodZYzUjhALbM+tJmVK3jxujreTb7JEmPJ86mWktcX85Y4SByjpAHYjcvXk7sAEJaA1GthfH8IY+r6wpWha6lRqtlT+Yxn2ZkpYunVl/l681xMTRhsjV6AxE1wjOpXeQ99eTyB4FCXI+yobWB129q5pplcZJZi2eOj/PM8RFOTU6Ss3OL0Hx7aQQKES1MR00121c1csOaGuJhjcP9KR7dP8TBgRHSVmZJfO6wkmB7/EbSToa9mefKOlHTRJQGcwPj1nHf9ukUYXB99PWM2SP05F/Ay0mLQKMutJ60dZb8S0oFBWI3Ly4ldgKVGnMdeWfc0zRiUDJn7oi9gTPFfk4VDuDPbFcQ1ZqJqy0MFw/gljGnoILG6vBGVpjL2Z3ezaQ9zGKe8Z/PjACsrKtl59pGrl1ZTTSkcmo4y56eCQ70j3M2mSRn53FxWTyfW6CgEtFCtCTibFpey7VdtXQ0REjnbZ7vmeDpYyP0jI0vMWEXVGuN7IjvoDd/iu7cwbKaqhVh0ji9LZHxeJw6h2BFaBMtehvPpB/xPHwqorUSUquZKFxsfz8Qu3lxKbED0JUENcYqRgsHcT3+QuNqI9ujt/JM5glSjve1pkoIqvQVGEqM0cJhj1ewl+uJQqvRyZboZvZm93G20LuEBsgZBJrQqQvHWNdSy3VddaxbFidsqAxPFThyOsnh01OcGk0yls1ScAs40qH8AihQhUpIMamNROioT7C+vYp1yxI0VJlkCw5HTifZ0z3O0YFxxvLpaSedcvd7YREotJldbI5s5MXMXgaKJ8t6jQo06s31FNwkSesUfp3vhNbEDZFb2J15nLTHiaXPOQwex76o1ScQu3lxObEDQcLoBATJotfei4IOcyNtxnKeST+M7XkV4ZlWFWqMNYBkoni8zAIjqNIa2BHbwdniAIdz+3AqMov9QlESv2ozSkddgmuWVbNuWYLW2hC6qjCVtTgzluPkcIb+0QxDU1kms3mydpGiY+NIB4mLRPLKr00x/T8FVagYqkZEM6mOmDRXRWivj9LRGGVZXZhERMdyXM6O5ThyJsWh/klOjU8xVcguSXE7H1UYrI9soVlvYnd693RC5/J9XoFKjbEav+9bTYTZEXsj/cVe+gqH8HpMrDK6cHFIFU++TFuB2M2Ly4tdyUxQZ25gstiD5U552h8FnW3RW8m4aY7mnvXtAi7NEK+h6GaYsk7ifWb0S2MqUbZFb0AXOs+lnyHn8XmvJAQKuqIT18M0xqO018dY0RhjWX2YhoRBxDRQhEvRlmTyNsmcQzKbJ5mFdD5PrmiRK0iKNtiuxJ3+KhUFNEVgaBA2BWFDJxYKURWBeCREIqwSDekYGrhSIVsoMjJVpH80x6nhNH1jaUZSGVJWDsu1luCq++WJKFVcH9tOUVo8n3nW91p0L0WhWu9EE2HGikd8s8gIFNaFtxNWIryY+YXn4VKGWk2V3slY4eAltlkCsZsX8xE7gLDWRERrZDzvvakvpFSxM/ZGDuReYMTq9bSt8ymFJGwg64yRssuT+WFOf9BYFd5AV2gFe9IvMGydptwiXE4ECopQ0YVGWDOImQaJsElV2KAqqhMPh4iHBJGQgqkb6KqGpqooovRNSgm241B0bIpWkWzeJZWXJHN5khmLyWyRVL5AulAkZxexpI07vXK8WhEoNBrtXBvdRnf+BD25QxUQSiKIa+1E1DpGipcSgYWnUV/JhvAWnko/TMFNetqWQKM2tJ6MPUjevtS2zsKKnb/lriuQvD1KWK0jrDWStc9625Y7xf7c82wOX8suZ8LjkvbncGWR0eJhGowNuNjTm93lEzwXm2O5fYzbo1wXu47ThQaO5A54vhleqUhcHOniSIt8McdEEbio4+p8M7ksyfnrgqEJk3XhTbQZrTyTfpaxisjnKohprUTVBkZ8dioLKzVsDG9jb+45z4UOIKI34Uqbgs/1//yvDVNhSBySVh8xvQVVRDxvb8zq47TVz6bIdlQfKpvP4Mg8o8XDJLQ2Imoj5U+BJRm1zvDY1CPE1Bi3Jl5PXK2vgH5VMnKej4CLI0io9dySeANRNcpjyUcY8yC7/ivpV0RrIq61MlI85OukTxUmmyPb6SueZNzDJPmz7SkRolozKeuU75aFq17sAGw3Q9YeJmEsx+tTInHpye8DBCtDm32tRWfLLCPFw1TpHZ7X95svBTfNs6lfcqJwklsSN7MydA0KQRLmgIVFQacrtIGbEzfTkz/BM6knKXiQWf/KEYTVBqq09mmh86+On0BhVWgzLpLegrele2baS+gdZOxhbNf/+N9A7ACQZKwBVGEQ0uo9b82RBfZnd7NMX06DvgI/VzO2m2a0eIhqfUXFCJ6Lzan8UZ5IPsEyo43XJF47nUQ7WOUFvFoEMbWWmxKvo9Vo5vHk4/QVjvlSGufylISuWl/BaPGwx/l6X9p2o7GSVn0Z+7O7ffGMDmkNKEIna5VnGyUQu2kkNlPFU8S1Zb6Uysm5k+zLPcfG8Daiap3n7Z2P5aYZLR6mWu+sGMEDSdoZ58nUYwwUB3lt4la6QuuDUjsBrxhVGHSFN3Br4lbOFM/yy+TjZJwJym+2hAuFzvJ5lRlT69kY2sLe7HPkffCIVkWIuNZGsniybDG/V7035lwEcb0DVRhMFrvx3kOwlK1gmb6c3elHsHxO7aUrceqNa5i0TpJzRqiMQQBKs/EatkavRRMqL2ZeXFKZVwK8ppQJZVt0G0Vp8WLmhQoSOXip0PmbRk8XUXbE3kB/8aRPWZ0Uqs3VOG6elNV3Be0trDdmsLKbQ6nIq6aECWl+rLYkfflDJJ0kGyLbfd+rstzUrEmzMpxWZiit8p5KPkZPvped8RvZHL0BQ4mWu2MBFY6hRNkc3c7O+I0cz/ewK/k4GWecShK6iNZEtd7BaPGQ70KnCJ2Nke1MOZP0+VSNJazVo4kQabu8Xq+B2F2AlBZJ6yRxrd0Xc6aLzeHcc0SUKJ2hTb46rEDJpDlSPESVvpyo1kLlCF7p3PQXjvHI1MOoQuUNVbfRbq4OHFgCXoKCznJzDW+oug0FwSNTD3O6cLwCYufOpxReUKUtY6R4yHfTpUBhpbmZkBLmcO45X8yJqggT15cxVTx5QUUD/wnMmBdFENOXoythJgvHfHGRjag17Ii+nsP5fQwWe/B7BqSJCPXGNWScEVJ2JQZ5K1RrjWyJbkYg2Jfdz4Q1eFUHRgdMFy3Wm9kc2YyDy77MXibtESrx+o1ry6bj6Pz1uiwhaDFWsy60gafTj5Fzva+gIFCpNtdguRnS1itJZhEElfuAJGOdoTZ0DSGtkZwPhVCzzgQvZndzbWQnOTfDlG9ZzkuUwhIOUm9cgyI0klZ5E+G+FJdJe5BfTI3Saq7g+uh1TDlJDmYPkK4oM1WAPwjiai0bIptIqHEO5g4xUDhVYSu5EgKVKn0FppJgpHgQx6fcuOdTrbWwPrSZPdmnfBE6EIS1RhShkamIoP1gZXdJNCVGrbmW8cJRbF9MDoJWYw1rQ+t5OvMYOZ/qV52PIgzqjLU4sshEsaes1RIuhSZCdIZWsyrUxUBxiGO5Q2TdJJVwUwV4iSCiVLE2sp5mvZHj+W5O5rt9S65+pQg0aoxVKEJjvHisLOW2ImotO6Kv40h+PwPFbvy4RxZm7AxyY86LhRC70mZyC2GtzpfcmaUWFVaGttKst/Js5tGyJKaduUFVoTNWPFrWeniXRmAqUVaF1tJhtnO6eJbjuaPkAtFbggjCSoI14XW0GS2cLPTRkz9a1gril0MR5vTEsVC2iaOhxNgefT1nrX568/t8sdaUcl9eQ84eJWsP8srvxUDs5sXCiN2M3Xk1tpsn5VNdKQWN9ZEdhJQIL2SeKEvOyJlsB2GlhtHikbJWPL88gpASZ3V4He1GK6eLA3TnjpJ1pwhEb7EjiKhVrA6tpc1oob94huO5o9NV7yv3u9VElHpjHVl3vCypsUp9CLEteitZN83h7DM+mXgFcWMFqjCYKrza8kSB2M2LhRI7AEWEqDOvIWn1UXDGFqR/l0MVJlsjt1CUBQ5mn/a85MbFKVU8T2jtjBePUfApcfUrpyR6q0JraDeXMWyNcCx3lLQzXmH7jwGXQ6AQV+tYE15Lg15PX6Gfnvzxihc5AFOpodZYTdLuJ/OqVjavHEXobArvRBUae7O/9G3CbKp1JPTljBUOLUBR7EDs5sVCih2AodZQrXcyVjjsmyeVLqJcH3st4/Yox3J7ypTiSGCqNdTpq5m0T5G1h6j0wWbGvLnC7KIztIKkk+JY7hjj1lCZJg0B80VBp05vYk14LXE1yon8SU4VTkybKyv/uotqzVRp7YxZxymUYc+91AuNteHrqFZr2ZN53LdkFaoIU2dew6R1gqIzuQDvGIjdvFhosSuFI7RjKHEmCkd9s7+HlATbo6+j3+rjpE8294uhKVHq9LUU3CmmrJMVklvw8mgiRKuxnFWhVQgh6Mmf4Gyxj6KbpfIHz6sFgaFEaDOW0xVaiStdjue7GSj2V6zjyYWc87isYqyMZn+BSmdoM236Mp7JPO5LyZ5Suxo15loKbpKMdZqFubcCsZsXCy925+JGbDd7hWlvXh0RtZbt0dfSUzhGf+Ew5YohUoRBjX7Os6wcLtSvFAWNGr2RVaHV1Go1DFnDnMj3kLTHKtJd/WpAQSOh1bMytJImvZFxe5zj+W4mreFF9Z2oIkStsQZXWkxY3bhlCp4WKLSb61lpruaZzGNkfVtZltIsakqIycLxBZwIB2I3L7wQOzi3f5ey+sk7/hUfjKuN3BC9mSP5g5wtHqNcqxKBQkxvJ6Y2MlY8TnHROYEohJU47WYHHeZyXFxO5k9xtniavJsK9vY8RqAQUuK0me10mMtRUDhZ6ON04SQ5N03lBYNfCoGpVFFrrCZtD5G2T5fx+lFoM9awJrSeZzO/IO2M+NZySG0gri9boH268wnEbl54JXYAhlpFtbGK8cIRX8tyVGktXB95DQfze8uSZeUcgpBaS43eRco+S8Y+uyhFQhE61VoDnWYnjXoDKSfNqcIphq0BCm6WxTXwVi4CBUOJ0KS30mEuJ6bGGLaG6c33MmmPLsp9VIFCTGsjprUwbnVP78+V735sMVaxPrSZZ7O/JOlDEowZZuLpJgrdWAtePSEQu3nhpdiV4u+aiWgNjBeO+BiHJqjWWrkuspMD+RcYKp6gnKsqVYTPM9/0LPCszk8EughRrzfTYXZQo1WTdFL0F/oZtgYpuJlFs0dZKQhUTCVKo97McrOduBpnwp7kVOEUo9YglsyzuCwC51CFSY2+CiFUxovHy5D663wETUYXG0Nb2JPdxaTtX604RRjUmteQtYc8clwLxG5eeCt2AApVRicClalij4+DoaBWa2Nb5Eb2555n2OqlnIOGQCWhLyei1jNe7J4OT1jMl1TJWaJea6LdbKdGqybv5jlbHGCwOEDGncKRFov7M3qBQBU6UbWKZr2FVqOFkBJiwp6kr9DHmDVMUS52pyCBqVZTq68q5ZC1+ss8CRI0GSvZGNrG89ldTPhYVUCgUmWuwpU2yWIv3lhBArGbF96LHQh0as2Sh2J6wTyQ5tdyrbaMbZEdFbHCmwlPqNW7yDqjJK3+ik0zdmUINBGiWqujzWijUW9AQWHcmWCwOMiYPULeyUw7UyzJ2+gSCBQ0QmqMOq2eFqOZGrUGB5dha5izxTNM2mPYssBSODcCjYTeXprUWd0UnEnKfc+VVnRbeT77NBP2GR/745dneiB288IPsYNpU565zneHlfNXeAfzL5Z5D6+EIkxq9C40YTJuHfe9hIm3CBRUwmqceq2RZqOZarUKiWTCmWTYGmbcGiPnpnFkcVHuYV4KgYIqDCJKnFq9lka9kWq1GoFg0plisDjIqD1MzkktKk/K+aArcWr1Vdgyz4R1ogLM9QrNRhcbQpt5PrvbZ6GDkNZAXFvGeOGIxybcQOzmhV9iB6ArVdSYq5goHMfyKa6lxMwe3o0czh/gbPE45XeqUIhojVRpy0nZA9POK0txv6tktgsrcWq1utLgr1WhCY28m2fCnmTcHmfKmSTnZHBkEReHck9ILk9J1DVhEFKjVKnV1Gq11GjVhJQQtrSZtCcZtkYYt0enxX1pmnUFKjGtlZjWwpR1iqxT/tJBAoVWYw3rQht836MD0JUENeZqn8a6QOzmhZ9iB2J6ttPmw2znpW1Xac1cF9nJ8cJRThcOV8SqQhVhavQuFKEyYfUssVXexRAIVAwlRExNUKPVUqvVEldj6MLAkTZZN0vSSZF0kqSdNHk3S9Et4EgLiTv9vXl9OwoEyvRKTcdQTEJKhJgaI6EmSKhxIkoEVWhYskjKSTFuTzBuj5NxkhTd/PTkZUkOG9MIdCVKjV7ak5qwesrshDLTK5V28xq6zDXsyT5F0udsRrNWLPs0eduP0IZA7OaFv2IHJTv2Mky1monCEd8DS+NqI9dFb+JUsZeT+f0VsZoSKES0JhJaO2lniLR1Zons5c2XkrBowsA8T1DiaoKYGsUUJopQkdLFkhYFWSTv5sm7eQqyQNEtUJQWtrSwpY0rXdxpUZTT/5tpRUy3paCgCAVNaGhCx5gWNFOYhJQQISWEKQx0oSOEgisd8rJAxsmQdJIknSQZJ0XBzWHPmmOX5BBxUQQacb2NqNrElN1H1h6m3Ku5mX51hjax3FjBc5knfY2jg+mEEuZa8s4EGcsvs2kgdvPCf7GbrhRgrEQIlalCt++CE1FruT5yM0P2IMdzL1RM/JIqwlTrnWgixIR1YhEGonvBjDDp6MKYFqTQrCCFFBNDGOjCQBMaqlBRROlvSsI2FwlIJC4urnRxpIMtbSxZpCCLFNzCeUKap+jmsaSFKy1cXCphQC8vAlOpplrvxJY5Jq3eiskQpAidNaFradAa2ZN90sfMKCUEGtXmKhxpeeh5eTECsZsX5RA7mLkwVuPIAsniSfweREJKgm3Rm0k7KQ7lnilLeaCLoxBWa6nWO8m7UyStUxXUt0pGTP9XcO46vrjYnZtAnFv1BZOKy6MKk4S+AlOJM2mdJO+MUSnnTRMh1oe3E1WiPJ/9pW+5Ls+hkDA6UYUxnQrMT8vMwoqd8uo7NJf77ruPG264gXg8TmNjI+94xzs4evTonGNe97rXIYSY8/jt3/7tOcf09fVx1113EYlEaGxs5J577sG2K98EJrGZKvagKzGieit+Ci1A3k3yXPpxDGGyLXorhhL1tf2XxyXnjDJUeBFX2jSaW4hqrQjUcneswjm3ZpM40w8b94KHxD7vdXf27wJenpIDShuN5hZcWWS4sHfao7oyzpuhxNgWvQVd6DznY1Lncwhiehu6EpmOJa788fdSLLjYPf7449x99908/fTTPPjgg1iWxe23304mMzet1sc//nEGBgZmH/fff//sa47jcNddd1EsFnnqqaf4xje+wQMPPMDnP//5he6uJ7iyyGThOBG1gbDWhN+CZ8kML2Z/Qd7NckP09YTVGl/bvxSutJiyehktHiKs1tFobsZUa/D7HAVczQhMtZZGcwshpYaR4kGmrJNlS+B8MUrJ319H1s3wYvZJ38r0nEMQ0ZoIq3VMFo77mCXKOzw3Y46MjNDY2Mjjjz/OrbfeCpRWdlu3buXLX/7yRf/mP/7jP3jLW97C2bNnaWpqAuBv//Zv+dznPsfIyAiGYVy23XKZMc9HU2LUGmtIWn1lMY0oaHSGNrPc6OD57NNMlamQ5MujEFJrqdY6sGWeSfskdlB6J8AzBJoSpVrrQBMhJu2T5J0JKmu/UlCttbAtcuOss5n/cYuCkFpPXG9nongMu2ye1BVuxryQqalSctDa2to5z//TP/0T9fX1bNy4kXvvvZds9tzMZdeuXWzatGlW6ADuuOMOkskkBw8evGg7hUKBZDI551FubDfNRLGHhNGBoVb73r6LzYn8ixzNH+L6yE00G10I77/yK8Al74wyVNhL3p2kwdhAjb4KVYTK3bGAJYYqQtQYq2kw1pN3J0vXnDNGJQmdQKHFWMV1kddwJH+A3vzesgTom2oNCWM5k8XuMgrdwqN5+eau6/J7v/d73HTTTWzcuHH2+fe+9710dHTQ2trKvn37+NznPsfRo0f5/ve/D8Dg4OAcoQNmfx8cvHhG7/vuu48//dM/9eiTvHIsd4qpYi/VxkqPMoNfGonL2eIxcm6arZEdRJUEvfn9FeOpCaV9zrR9hqwzQlxro9HcTNYZIWWfrYBsFQGLGUWYxLVWImoDGWdkes+48kxyitBZaW6m3Vg+HSzuX57L8zGUKqqMTiaLJ3xOkOE9nord3XffzYEDB3jyySfnPP+JT3xi9udNmzbR0tLCG9/4Rnp6eujq6npFbd1777185jOfmf09mUzS3t7+yjq+wBScCZJFhRqzazrzQMrnHkgm7DPszjzK1shriKsJDmafKcM+wKVxZZEpq5e0PUhCW0aTuYWMM0TaHqjIASqgclGEQUxrJao2knMmGC7sq5hQggvRRZSNke2ElDBPpx8j5/obWjDbDyVBtdnFVPEURWeyLH3wEs9sWp/61Kf48Y9/zKOPPsqyZcsueeyOHTsA6O7uBqC5uZmhoaE5x8z83tzcfNH3ME2TRCIx51E5SPLOGEnrNDXGajQlVpZeZJ0Jnk0/iitddsTeQFStpxIdQxyZY8LqZqRwAFWYNJlbSegrUIRZ7q4FVDjKdBhBk7kVVRgMF/YzaXVXqNAJYmoDO2JvwJY2z6YfLZvQaUqMGmMVSaufQgWFXiwkCy52Uko+9alP8YMf/IBHHnmEzs7Oy/7Niy++CEBLSwsAO3fuZP/+/QwPD88e8+CDD5JIJFi/fv1Cd9knJHm7ZJorCV55QgIsmeVA9ilOW33siL6WRr2zwvbxZpDYMstE8XhJ9NBpMrdQpa9EFWEqUaQDyoWYTlzQRZO5BRWdkcIBJmZrzVXewC1QaDJWsiN6K/3FkxzM7sIuU0qyktCtIWWfIW9XTujFQrPg3pi/8zu/wz//8z/zox/9iLVr184+X1VVRTgcpqenh3/+53/mzW9+M3V1dezbt49Pf/rTLFu2jMcffxwohR5s3bqV1tZW7r//fgYHB/nABz7Axz72Mf78z/98Xv2oBG/Mi1Mq/BrVmqc9nfyrdH5hP+r0djaHr+e01ceJ/D6cijYVClQRIqa1EFHrKbhTpOyz0zk3l+bNGXA5BLoSI661YSoJss4oafvsdLKCyr0mVGHSFdpMm76MvbnnGPe1PNhcZoQubZ8l53OuzctT4RlUhLi4sHz961/nwx/+MP39/bz//e/nwIEDZDIZ2tvbeec738kf/dEfzflAp06d4pOf/CSPPfYY0WiUD33oQ3zxi19E0+a3zVi5YgeVI3gQVqrZFNkBSPZnnyHnTpatL/NFEQZRtYmo1oQji6TsMxScyYrIBxrgPQIVU60mrrWhCoO0PUjWGV4U+7phpYbNke1IJPuyu8n77LB2PpUtdFDxYlcpVLbYwVzBO15WF9+ZmeYyvZ39uRcYtU5VROWEyyHQCKm1xLVWFFQyzjBZZ3h6hbokL+urGIEqTCJqA1G1CReLlH2WvDOxKDJ7CBQa9A42hq+lv3iSE4X9ZbWkVL7QQSB286TyxQ5AENaaiGutTBTL4aV5fk8U6vTlbApfy4B1hu78XuyK3NS/GMq0OasFU6mi6KZI2wMU3VSw2lvklMomJYhpzRhKnLw7SdoewHIzVFKM3KXQRIhVoa206K3sz+1hzOov62RSVxLUGKtI2WfI2cNUptBBIHbzZHGIHczUwkvoy5go9Pgeh3chIaWKDeHrMZUQ+7PPknJGqNyb4UIEitAJq/XE1CYECll3lKw9Mr35v1g+x9WOQBNhIloDEbUBKR3SziA5Z2w6pddi+R4FcbWRzZEbyLk5DuWeJV/m2DVDqaLa7CJp9S8CZ5RA7ObF4hE7KKXnqSNhdDBZPDEd41K+r0VBp91cxypzLd2Fo/QX/a/P9+pR0JUoUbWJsFqDI4tknGHyznhg5qxISmbKkFpLVG1AFQY5Z5yMM7yoVnEzKMKg3VjLKnMtxwtHOF04WuZEDgJTrabKWMlU8dQiCS8IxG5eLC6xg9LFWEOV0UmyeKoCyowI4moDmyLXY0mLg7k903W0Ft/lItAw1AQxtQlDiWPLHBlnhIIzEQhfWSkJnKlWE1Ub0ESYgpsk4wxTdJKLYi/upQiiai0bwtehCo392WdJl72SQinXZSkFWPkn0/MnELt5sfjEroSuVFFjdJGqkI1jVYToNDfQYazgaOEwZwvHKyrV2JUhUISGoVQRVRsxlBi2zJNzxsg7E9N7lItrBbH4UNBEiJBaQ1itRxMmRTdFxhmh6E7hSptyX/OvFEXotBlrWGNew8niCU4WDlZAzcZS9YKo1spksXuRpQALxG5eLFaxgxlPqdVknREy1lnKPwALqrRmNoavoyiLHMrtIeOMs1gHpRIzwhcnrNZjKgmQkrw7Sc4Zw5KZRT3wVg6l86yLGGG1lpBSDUJQcJNkndGSE9GiP8+CqFrHhvC1aELnQG4PyQqYqIJCTG8jrNYxsSiTOgdiNy8Ws9gBpYwQ5mosN02qeKoivApVEWKFuZ4Vxkp6isfoLxytgJnrwiBQ0ZQIIaWGsFqLKgxsmSfvTJB3J7Hd3PR3sCRvlwVEnHcuqwipNWgihCML5JwJ8u4EtputiOt5IVCFyXJzHSuN1fQWezhVOFQR94RAI250oCsRJgvd05lkFhuB2M2LxS52UNrkrjK6kLgkiycqxEmktJe3PnwtqlA5lHuBKXtwUcTlzZ+SV6ehxAkpNZhKAkWo2DJPwUlScKewZHZ65beUPvcrQZleuUUw1SpMpQpNmLjSpuAmybsTFN30IvOivDwChSqthQ3hrdjS5mDu+QrYmytRGjdWAoKpYs+iCLa/OIHYzYulIHZQmqEljBVoSriiZmiK0Gk1VrHGXM+QPUB3fj+FJZu6S5kWvyimUo2pxFGFgSsdLJml6KYouilsmUdKG4lk6Z0HUfqf0NBEGEOJYShxdBFBESqOLE6L2xSWm5kWt6U4ERCYSoxVoc00aU0cLRxioNhTIRPRGYvQKiw3O20RWoxOPjMEYjcvlorYQWkWGdXbCKv1TBZ7KmiTWRBSEqwObaZea+BY4fD0jb9YZ5LzZcZUF0JXYpgiga5EUIWOlBJb5rFkBsvNYMkcjixOi6BL5YugQKAghIYqDHQRQVci6CKKJkIIIXCkheVmKMgUlpvGdvNXhYlXFQYtRhdrzGsYtoc5nt9HwU1RKZ9bVxJUG10VtNf/agnEbl4sJbErMRN83l4hoQnnEChUay1cE94CwOHcXibtwSWzLzM/SgKoCgNNCaOLKIZSEghFlPK5utLGkUVsmZ9+FHBkEVdaSBykdAF3emU4w6v9jsV5PwlAQQgFgYoi9FJ/hYkmQmgihCqMOf21ZZ6im8GSGWx3WrivAmE7H4E6e31LJIdzL1aY6V4Q0upJ6MtJWn2LIFh8vgRiNy+WnthBKct7gmpjJTlnlIx1tqIEZWbmu9q8hglnnGP5fYs2Nm/hmLtS0oSJOi0smjBRhI4itGkhAolESheJgyud0r/TQigpPZDyAlNpycSImG5rWtAU1GlRK/1bErlz7bjSxpUWtizMCrAzLcCLZyXqJaWYuTWhTVSrNRzLH2bAOlFRlguBOm31qaswq89CEIjdvFiaYldCFWGqjS4cWSRpnayomw/AUGKsMK+hXe/gtNXHycLhJbyf92oRnBNEZY44lf7Vpv89J2Kz4jZ7XZ8Tv/NFsSSW9jnRnP535hiW5N7iQlDal+s019Omt9NvneRk4TDFMlYnuRiKMEgYnShoTBV7KrRA7ashELt5sZTFDkCgkzCWoytRJos9ZS0TdHEEEbWGVeZG6rUGeovdnC4cx5LZcncsIOBl0UWEdnMNK4wuRu1hugsHyFZgxhFNiVFtdFGcDU1azI4oL0cgdvNiqYtdCYWI1kRMb624fbwZBApxrYE15iZiapyewlEGiicWUUWFgKsBTYRpNVay0lxDyklyLH+AtDNSQftyM5zLo5u2zpC1h1n8jigvRyB28+LqEDsAgaEmqNJXknfGSVtnKnKWN7PJvya0gZASpqdwlMFibyB6AWVFE2GajU66zDXk3CzH8wcr1rlKoBHTlxFSa5gsnpjen1uSw/c0gdjNi6tH7EooIkSV0YlAYap4omLi8S5EoFGjt7LGXI+phDhROMZAsXe6BE9AgB8INBGixVjJSnM1eTfH8fwhJuyBipwoQmmfvspYicRlqngCtwKytHhPIHbz4moTOzjnmRVR65myTlGo4PyVChrVegurzfWElQgniz2cLfZQdLNUap8DFjsCQ4nSaqxkhdFF1s3QnT/MpD2AW6EiV6qGUkuV3jEbP1eJq05vCMRuXlyNYldCYKjVVOkryDsTpK3TFTtbhdJKr0prpMu8hiq1mtPWKfoL3eTcJEt3LyLAXxTCSoJ2czXL9OVMOhOcKBxhyh6u+Htjxmw5ZfVSdKa4uiaCgdjNi6tX7EqUzJorUITOVLG34jOeC1Siah2d5hoatCZG7RFOFo+RskcrekAKqFwEGnGtnk5zDXVqA8P2ECcLR8k44xW+OhJoSpQqo7MUXlQ8eZWYLS8kELt5cbWLHZQEJKw1EdNbSFlnyNvDFehddiEKISVOu7GKZUYHOTdLb/E4Y9YZbFng6prZBlw5Ak2Y1OnL6DRWEVLCnC6e4nSxh/wicOgo3bONxPRW0lappmXl37NeEYjdvAjEboZzs0RXWiSLJxdJ8GnJiaBRb2eFuQpDmJwu9nHW6iXnTFX4zDzAbwQqYbWKNqOTNn05BVngZKGbEat/2uO38oc5VYRJGCtQhDZtjcmwGPrtHYHYzYtzYqdxdV8wJQTabFqhlN1P3h5jseyJKWjEtQaWG6to0BpJulP0FXoYtwcXzUAW4AWlCVGt1kKH2UVcSTBiD3Gq2E3aHq1gp5MLUUq5LbVlZGfTAC6WvnuJAOxA7C7HjNgJEUfKPItlYPeWUkxeQl+B7eZIWX2LZJU3Q8mbrlFfznKjE1MYDFoDnLF6SdvjuFRGmZUAb1GETkyto01fQbPeSkHm6Sv2Mmz1T6f0WjxDmipCxI0ONBFiqnjyKoidmy8KQoSRMhmI3eWYFTsiCEXDdXMEgldCCJ2Y1kZIrSVln57Okr64zo2CRlStpc3opFlvxZY2Z61+Bq0+ck4ymBkvMQQaYbWKZr2dNr0dVWgMWGc4U+wl40wsuu9bTK/m4toycs44afsMskJq4pUfBUUJI10bSTYQu8txzoypoogwCDEteEvy474CShUUqoyOaY+vPpxFmbdSoAqTaq2RZfoKarUG8jLH2WI/I/aZQPgWMSWBS9CotdFqtGOKEGP2KKetXqbsEZxF6rCkKhESegeq0JkqngpWc3MQKEoYpMSVOcAJxO5yzHVQUVBECBDTJ3BJfuRXRGkvr4WI1kjaGiBX4bFHl0agizDVWhNtRgc1ah0FmWfQOsOwdYasO4krbYLvv1IRKEInolTRqLfRrLdhCpMJZ4wzxT4m7SGsRXz/CjQiehNRrZmsPUzGqtyMLeXhfKGb2XoKHFQuy0u9MUVphcfMiVySH/sVUvLYTOjLEUIlWexbArPNkvBVaY206O3UafW40mXEHmLIPkPKHsOW+avYrbsyEChoIkRcq6NZa6Neb0JBYcweYcDqZ9IemU4lt7ivRUNNENc7kNImaZ3CDjIFXcDM+Mx5C5LAG3NeXDz0IBC8SyFQCWn1xLQ2Cu4Uaev0EglmLZk642otjXobjVoTujBJuVMMWwOM20Pk3BSOLBJcE14jUIVBWElQqzXRpLcQVxIUZIERe5Ah6wxpZ2LRmigvRBEh4nobhpIgbZ8hb48FYTMv4WJCB4HYzZOXj7N7uRMbMIMiTGJ6GyGlmrQ9QM4eWVLmFoFGSIlRozXSqLdSrdYAMOlMMGoPMmGPkndTONJisTnuVB4KqtAJKXFqtAYatCaqzjvfQ9ZZJuxhCm56yV1jYa2BmN4ynbbv7BKZOC40lxqPA7GbF5cOKp+xDQeC9/IIdCVOXG9HCJWU1T+dm2+pDf4zK40qaqcH47haBUDKSTLmjDBpj5J1k1hufnpWHlwvF0cgUNGVEBElQY1WT63aQFwtDVRJZ4pRe4hxe5icm1yiK2kFQ60iobfjSoeU1Yflpll6n3MhmBY6wcs4DwZiNy8un0ElMGnOB4GKqdUS19qwZZ6U1b/E9xvOrUSq1DrqtAaq1BoMYVCURZLOJBPOGElngpybxnbzuDgsvUnA5VBQhIomQoSVOAm1hhq1joRaNXuuppwJxuwRppyx6ZXyUhS3GUr73nF9GZoIkbLOUHDGgj3hl2U+FrZA7ObF/NKFBYI3X4TQiWhNRLVG8s4kGevsIgtIf6Wcv1qpokqtpUarJa4k0IWBjU3WzZBypkg6k2TcFAU3gy2LuNKeHuwW63UlECgoQkMTJqYSIarESajVxNUqIkoUDY2iLJJ2k0zYY0w541fZKri0HxzVWwkp1WScYbL2UBAzd0nmu5UUiN28mH9uzGAP70pQRah0Y6vVZO0RsvYQriyWu1s+UxJATZiElCgxtWpWAMIigi50XFyKskDWzZBxM2SdNDmZoeDmsGUBR1q40kHinjf79+vaE9P/VabFTEUV+rSghQmLKFE1RkSJEVEiGMJEQcGSFjk3S8otCXvamSLvZrBl4SoRtrkowiCiNRPR6sk7k9P7clfDBPDVcCVbSFeR2H31q1/lS1/6EoODg2zZsoWvfOUrbN++fV5/e2WJoEUpDk8IXDdILXZ5BJoSIaa1oSsxMvYgOWckmM0iUFBRhIGhhAgpUSJKjKhSEo6QEsYQBgoqIHFxsaSFJQsU3CKWLFCURYqygC0tbGnjYONIG1e6s8IokVx42wohENMrsXMCpqKioQkNXRjowsAQBrowMRVz+jkdZfoecXEoyiJ5N0fWTZNx02SdNHmZoejmcWTxqhS1C1GETlhtJKI1Yblp0vaZJW7aXygUFCV0Xhzd5c7XVSJ2//Iv/8IHP/hB/vZv/5YdO3bw5S9/me9973scPXqUxsbGy/79lVc9mBE8JUgtNm8EuhIjNr1PkbEHydmjyCBH5UWYFiKhoKChCQNNGBjCxFBMDBEq/TwtSprQ0YSGKlSUWQFTZt9p5j1LyOn/lmKTXCmnpdTFkQ62tLGlhSWLs2JakHmKbgFLFrBlsWR2xUZKd5GbXr1DCJ2wWk9Ua8aWOdLWmcD5ZN4o0ys69wq2jK4SsduxYwc33HAD//t//28AXNelvb2d3/3d3+UP//APL/v3r6zEj0ARJgg1ELwrQpn23GxDFeb0Sm80WOm9Ys6JmZj9vbRuKz0hzhO8EjNCV/r/TECunJVB5vwbcCXMFbkCaev0tMgF48P8UFCUCEh7Ovxivtfhwoqd9qrfwQOKxSJ79uzh3nvvnX1OURRuu+02du3addG/KRQKFArn4limpqamf7qSG3x6eS1NFBGezc0WcDkcLHeS8UISTcSJ6y1EtCYy1gA5ZxSWUPyUP8iL/DT9c6BXPqIRVhuI6s04bo6JQg+2TBGI3JVQyk3sukXgSr1xp6dqC7Qeq0ixGx0dxXEcmpqa5jzf1NTEkSNHLvo39913H3/6p396kVdmZrlXQhY3GFReAS62nGCiOFHujgQELABFcs4Zcs6ZcndkEePivkoLTyqVmrbSvToqUuxeCffeey+f+cxnZn+fnJyko6ODvr6+BTlRARcnmUzS3t5Of3//gpgaAi5OcJ79IzjX/nC58yylJJVK0drauiDtVaTY1dfXo6oqQ0NDc54fGhqiubn5on9jmiamab7k+aqqquCC9YFEIhGcZx8IzrN/BOfaHy51nhdyoaIs2DstIIZhcN111/Hwww/PPue6Lg8//DA7d+4sY88CAgICAhYjFbmyA/jMZz7Dhz70Ia6//nq2b9/Ol7/8ZTKZDB/5yEfK3bWAgICAgEVGxYrdu9/9bkZGRvj85z/P4OAgW7du5ac//elLnFZeDtM0+cIXvnBR02bAwhGcZ38IzrN/BOfaH/w+zxUbZxcQEBAQELBQVOSeXUBAQEBAwEISiF1AQEBAwJInELuAgICAgCVPIHYBAQEBAUueQOwCAgICApY8S1LsvvrVr7JixQpCoRA7duzgmWeeKXeXFhV/8id/UqqPdt5j3bp1s6/n83nuvvtu6urqiMVivOtd73pJtpu+vj7uuusuIpEIjY2N3HPPPdj21Z0Q+oknnuCtb30rra2tCCH44Q9/OOd1KSWf//znaWlpIRwOc9ttt3H8+PE5x4yPj/O+972PRCJBdXU1v/Vbv0U6nZ5zzL59+7jlllsIhUK0t7dz//33e/3RKo7LnesPf/jDL7nG3/SmN805JjjXl+a+++7jhhtuIB6P09jYyDve8Q6OHj0655iFGisee+wxrr32WkzTZNWqVTzwwANX3mG5xPjOd74jDcOQ//AP/yAPHjwoP/7xj8vq6mo5NDRU7q4tGr7whS/IDRs2yIGBgdnHyMjI7Ou//du/Ldvb2+XDDz8sn3vuOXnjjTfK17zmNbOv27YtN27cKG+77Tb5wgsvyJ/85Ceyvr5e3nvvveX4OBXDT37yE/lf/st/kd///vclIH/wgx/Mef2LX/yirKqqkj/84Q/l3r175dve9jbZ2dkpc7nc7DFvetOb5JYtW+TTTz8tf/GLX8hVq1bJ3/zN35x9fWpqSjY1Ncn3ve998sCBA/Lb3/62DIfD8u/+7u/8+pgVweXO9Yc+9CH5pje9ac41Pj4+PueY4FxfmjvuuEN+/etflwcOHJAvvviifPOb3yyXL18u0+n07DELMVacOHFCRiIR+ZnPfEYeOnRIfuUrX5Gqqsqf/vSnV9TfJSd227dvl3fffffs747jyNbWVnnfffeVsVeLiy984Qtyy5YtF31tcnJS6rouv/e9780+d/jwYQnIXbt2SSlLA42iKHJwcHD2mK997WsykUjIQqHgad8XCxcOwK7ryubmZvmlL31p9rnJyUlpmqb89re/LaWU8tChQxKQzz777Owx//Ef/yGFEPLMmTNSSin/5m/+RtbU1Mw5z5/73Ofk2rVrPf5ElcvLid3b3/72l/2b4FxfOcPDwxKQjz/+uJRy4caKP/iDP5AbNmyY09a73/1ueccdd1xR/5aUGXOmDt5tt902+9zl6uAFXJzjx4/T2trKypUred/73kdfXx8Ae/bswbKsOed43bp1LF++fPYc79q1i02bNs3JdnPHHXeQTCY5ePCgvx9kkdDb28vg4OCc81pVVcWOHTvmnNfq6mquv/762WNuu+02FEVh9+7ds8fceuutGIYxe8wdd9zB0aNHmZgISi+dz2OPPUZjYyNr167lk5/8JGNjY7OvBef6ypmpIVpbWwss3Fixa9euOe8xc8yVjulLSuwuVQdvcHCwTL1afOzYsYMHHniAn/70p3zta1+jt7eXW265hVQqxeDgIIZhUF1dPedvzj/Hg4ODF/0OZl4LeCkz5+VS1+7g4CCNjY1zXtc0jdra2uDcXyFvetOb+OY3v8nDDz/MX/zFX/D4449z55134jilYs3Bub4yXNfl937v97jpppvYuHEjwIKNFS93TDKZJJfLzbuPFZsbM6B83HnnnbM/b968mR07dtDR0cF3v/tdwuFwGXsWELAwvOc975n9edOmTWzevJmuri4ee+wx3vjGN5axZ4uTu+++mwMHDvDkk0+Wuysvy5Ja2b2SOngBl6e6upo1a9bQ3d1Nc3MzxWKRycnJOcecf46bm5sv+h3MvBbwUmbOy6Wu3ebmZoaHh+e8bts24+Pjwbl/laxcuZL6+nq6u7uB4FxfCZ/61Kf48Y9/zKOPPsqyZctmn1+oseLljkkkElc0+V5SYhfUwfOGdDpNT08PLS0tXHfddei6PuccHz16lL6+vtlzvHPnTvbv3z9nsHjwwQdJJBKsX7/e9/4vBjo7O2lubp5zXpPJJLt3755zXicnJ9mzZ8/sMY888giu67Jjx47ZY5544gksy5o95sEHH2Tt2rXU1NT49GkWH6dPn2ZsbIyWlhYgONfzQUrJpz71KX7wgx/wyCOP0NnZOef1hRordu7cOec9Zo654jH9lXjdVDLf+c53pGma8oEHHpCHDh2Sn/jEJ2R1dfUcb5+AS/PZz35WPvbYY7K3t1f+8pe/lLfddpusr6+Xw8PDUsqSO/Hy5cvlI488Ip977jm5c+dOuXPnztm/n3Envv322+WLL74of/rTn8qGhoarPvQglUrJF154Qb7wwgsSkH/9138tX3jhBXnq1CkpZSn0oLq6Wv7oRz+S+/btk29/+9svGnqwbds2uXv3bvnkk0/K1atXz3GHn5yclE1NTfIDH/iAPHDggPzOd74jI5HIVeMOP8OlznUqlZK///u/L3ft2iV7e3vlQw89JK+99lq5evVqmc/nZ98jONeX5pOf/KSsqqqSjz322JwQjmw2O3vMQowVM6EH99xzjzx8+LD86le/GoQezPCVr3xFLl++XBqGIbdv3y6ffvrpcndpUfHud79btrS0SMMwZFtbm3z3u98tu7u7Z1/P5XLyd37nd2RNTY2MRCLyne98pxwYGJjzHidPnpR33nmnDIfDsr6+Xn72s5+VlmX5/VEqikcffVQCL3l86EMfklKWwg/++I//WDY1NUnTNOUb3/hGefTo0TnvMTY2Jn/zN39TxmIxmUgk5Ec+8hGZSqXmHLN371558803S9M0ZVtbm/ziF7/o10esGC51rrPZrLz99ttlQ0OD1HVddnR0yI9//OMvmRAH5/rSXOz8AvLrX//67DELNVY8+uijcuvWrdIwDLly5co5bcyXoJ5dQEBAQMCSZ0nt2QUEBAQEBFyMQOwCAgICApY8gdgFBAQEBCx5ArELCAgICFjyBGIXEBAQELDkCcQuICAgIGDJE4hdQEBAQMCSJxC7gICAgIAlTyB2AQEBAQFLnkDsAgICAgKWPIHYBQQEBAQsef7/T57m0tKf9XIAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img = LaB6.fake_calibration_image(ai)\n", "jupyter.display(img, label=\"Simulated LaB6\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This image can be integrated in q-space and plotted:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "jupyter.plot1d(ai.integrate1d(img, 1000, method=method));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note pyFAI does now about the ring position but nothing about relative intensities of rings.\n", "\n", "## Translation of the detector along the vertical axis\n", "\n", "The vertical axis is defined along the *poni1*. If one moves the detector higher, the poni will appear at lower coordinates.\n", "So lets define 5 upwards verical translations of half the detector size. \n", "\n", "For this we will duplicate 5x the AzimuthalIntegrator object, but instances of *AzimuthalIntegrator* are mutable, so it is important to create an actual *copy* and not an *view* on them. In Python, one can use the *copy* function of the *copy* module:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "import copy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will now offset the *poni1* value of each AzimuthalIntegratoe which correspond to a vertical translation. Each subsequent image is offsetted by half a detector width (stored as *poni1*).\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= 6.144000e-02, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=1024.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n", "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= 0.000000e+00, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=0.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n", "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= -6.144000e-02, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=-1024.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n", "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= -1.228800e-01, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=-2048.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n", "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= -1.843200e-01, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=-3072.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ais = []\n", "imgs = []\n", "fig, ax = subplots(1,5, figsize=(10,2))\n", "for i in range(5):\n", " my_ai = copy.deepcopy(ai)\n", " my_ai.poni1 -= i*poni1\n", " my_img = LaB6.fake_calibration_image(my_ai)\n", " jupyter.display(my_img, label=\"poni$_1$=%3.1fmm\"%(1e3*my_ai.poni1), ax=ax[i])\n", " ais.append(my_ai)\n", " imgs.append(my_img)\n", " print(my_ai)\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## MultiGeometry integrator ##\n", "\n", "The *MultiGeometry* instance can be created from any list of *AzimuthalIntegrator* instances or list of *poni-files*. Here we will use the former method.\n", "\n", "The main difference of a *MultiIntegrator* with a \"normal\" *AzimuthalIntegrator* comes from the definition of the output space in the constructor of the object. One needs to specify the unit and the integration range. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "from pyFAI.multi_geometry import MultiGeometry" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MultiGeometry integrator with 5 geometries on (0, 8) radial range ((q_A^-1, chi_deg)) and None azimuthal range (deg)\n" ] } ], "source": [ "mg = MultiGeometry(ais, unit=\"q_A^-1\", radial_range=(0, 8))\n", "print(mg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*MultiGeometry* integrators can be used in a similar way to \"normal\" *AzimuthalIntegrator*s. Keep in mind the output intensity is always scaled to absolute solid angle." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = jupyter.plot1d(mg.integrate1d(imgs, 10000, method=method));" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots()\n", "for idx, (i, a) in enumerate(zip(imgs, ais)):\n", " jupyter.plot1d(a.integrate1d(i, 1000, unit=\"q_A^-1\", method=method), label=\"pos%i\"%idx, ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Rotation of the detector \n", "\n", "The strength of translating the detector is that it simulates a larger detector, but this approach reaches its limit quikly as the higher the detector gets, the smallest the solid angle gets and induces artificial noise. One solution is to keep the detector at the same distance and rotate the detector.\n", "\n", "This setup is common when mounting a detector on a goniometer.\n", "\n", "### Creation of diffraction images\n", "\n", "In this example we will use a Pilatus 200k with 2 modules. It has a gap in the middle of the two detectors and we will see how the *MultiGeometry* can help.\n", "\n", "As previously, we will use LaB6 but instead of translating the images, we will rotate them along the second axis:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "None\n", "0.035002\n", "0.041881997\n" ] } ], "source": [ "det = pyFAI.detectors.detector_factory(\"pilatus200k\")\n", "p1, p2, p3 = det.calc_cartesian_positions()\n", "print(p3)\n", "poni1 = p1.mean()\n", "poni2 = p2.mean()\n", "print(poni1)\n", "print(poni2)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ai = pyFAI.load({\"dist\":0.1, \"poni1\":poni1, \"poni2\":poni2, \"detector\":det})\n", "img = LaB6.fake_calibration_image(ai)\n", "\n", "jupyter.display(img, label=\"Pilatus 200k with LaB$_6$\");" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "jupyter.plot1d(ai.integrate1d(img, 500, unit=\"2th_deg\", method=method));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will rotate the detector with a step size of 15 degrees" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=243.500, y=203.500 pix\tTilt= 0.000° tiltPlanRotation= 0.000°\n", "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=-0.261799 rot3=0.000000 rad\n", "DirectBeamDist= 103.528 mm\tCenter: x=243.500, y=47.716 pix\tTilt= 15.000° tiltPlanRotation= -90.000°\n", "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=-0.523599 rot3=0.000000 rad\n", "DirectBeamDist= 115.470 mm\tCenter: x=243.500, y=-132.169 pix\tTilt= 30.000° tiltPlanRotation= -90.000°\n", "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=-0.785398 rot3=0.000000 rad\n", "DirectBeamDist= 141.421 mm\tCenter: x=243.500, y=-377.895 pix\tTilt= 45.000° tiltPlanRotation= -90.000°\n", "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=-1.047198 rot3=0.000000 rad\n", "DirectBeamDist= 200.000 mm\tCenter: x=243.500, y=-803.506 pix\tTilt= 60.000° tiltPlanRotation= -90.000°\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "step = 15*numpy.pi/180\n", "ais = []\n", "imgs = []\n", "fig, ax = subplots(1, 5, figsize=(20,4))\n", "for i in range(5):\n", " my_ai = copy.deepcopy(ai)\n", " my_ai.rot2 -= i*step\n", " my_img = LaB6.fake_calibration_image(my_ai)\n", " jupyter.display(my_img, label=\"Angle rot2: %.1f$^o$\"%numpy.degrees(my_ai.rot2), ax=ax[i])\n", " ais.append(my_ai)\n", " imgs.append(my_img)\n", " print(my_ai)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(figsize=(15,8))\n", "for i, a in zip(imgs, ais):\n", " jupyter.plot1d(a.integrate1d(i, 1000, unit=\"2th_deg\", method=method), \n", " label=\"%.1f$^o$\"%numpy.degrees(a.rot2), ax=ax);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creation of the MultiGeometry\n", "\n", "This time we will work in 2theta angle using degrees:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MultiGeometry integrator with 5 geometries on (0, 90) radial range ((2th_deg, chi_deg)) and None azimuthal range (deg)\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mg = MultiGeometry(ais, unit=\"2th_deg\", radial_range=(0, 90))\n", "print(mg)\n", "fig, ax = subplots(2, 1, figsize=(12,16))\n", "jupyter.plot1d(mg.integrate1d(imgs, 10000, method=method), \n", " ax=ax[0])\n", "res2d = mg.integrate2d(imgs, 1000,360)\n", "jupyter.plot2d(res2d, ax=ax[1]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How to fill-up gaps in arrays of pixel detectors during 2D integration\n", "\n", "We will use ImXpad detectors which exhibits large gaps.\n" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "None\n", "0.074894994\n", "0.03757\n" ] } ], "source": [ "det = pyFAI.detectors.detector_factory(\"Xpad_flat\")\n", "p1, p2, p3 = det.calc_cartesian_positions()\n", "print(p3)\n", "poni1 = p1.mean()\n", "poni2 = p2.mean()\n", "print(poni1)\n", "print(poni2)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ai = pyFAI.load({\"dist\":0.1, \"poni1\":0, \"poni2\":poni2, \"detector\":det})\n", "img = LaB6.fake_calibration_image(ai)\n", "jupyter.display(img, label=\"XPad S540 simulated LaB6\")\n", "jupyter.plot2d(ai.integrate2d_ng(img, 500, 360, azimuth_range=(0,180), unit=\"2th_deg\", dummy=-1, method=method2d), \n", " label=\"2D\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To observe textures, it is mandatory to fill the large empty space. This can be done by tilting the detector by a few degrees to higher 2theta angle (yaw 2x5deg) and turn the detector along the azimuthal angle (roll 2x5deg):" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MultiGeometry integrator with 9 geometries on (0, 60) radial range ((2th_deg, chi_deg)) and (0, 180) azimuthal range (deg)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "step = 5*numpy.pi/180\n", "nb_geom = 3\n", "ais = []\n", "imgs = []\n", "for i in range(nb_geom):\n", " for j in range(nb_geom):\n", " my_ai = copy.deepcopy(ai)\n", " my_ai.rot2 -= i*step\n", " my_ai.rot3 -= j*step\n", " my_img = LaB6.fake_calibration_image(my_ai)\n", " ais.append(my_ai)\n", " imgs.append(my_img)\n", "mg = MultiGeometry(ais, unit=\"2th_deg\", radial_range=(0, 60), azimuth_range=(0, 180), empty=-5)\n", "print(mg)\n", "res2d = mg.integrate2d(imgs, 1000, 360, method=method2d)\n", "jupyter.plot2d(res2d, label=\"Filled\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As on can see, the gaps have disapeared and the statistics is much better, except on the border were only one image contributes to the integrated image.\n", "\n", "## Conclusion\n", "\n", "The multi_geometry module of pyFAI makes powder diffraction experiments with small moving detectors much easier.\n", "\n", "Some people would like to stitch input images together prior to integration. There are plenty of good tools to do this: generalist one like \n", "[Photoshop](http://www.adobe.com/fr/products/photoshop.html) or more specialized ones like [AutoPano](http://www.kolor.com/autopano). More seriously this can be using the distortion module of a detector to re-sample the signal on a regular grid but one will have to store on one side the number of actual pixel contributing to a regular pixels and on the other the total intensity contained in the regularized pixel. Without the former information, doing science with a rebinned image is as meaningful as using Photoshop.\n" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Excution time: 33.932\n" ] } ], "source": [ "print(f\"Excution time: %.3f\"%(time.perf_counter()-start_time))" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.1" } }, "nbformat": 4, "nbformat_minor": 4 }