{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Mandelbrot Set\n", "by [Paulo Marques](http://pmarques.eu), 2014/03/01\n", "\n", "---\n", "\n", "This notebook shows how to implement and visualize the [Mandelbrot Set](http://en.wikipedia.org/wiki/Mandelbrot_set) in Julia. The Mandelbrot set is a very well known and beautiful fractal discovered in the 70s. It was named after Benoit Mandelbrot, a well-known mathematician. The first images of this object were computed in 1978.\n", "\n", "![](https://raw.github.com/pjpmarques/Modelling-the-World/master/imgs/Mandel_1978.png)\n", "\n", "Let's do it in Julia.\n", "\n", "----" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The basic idea behind the Mandelbrot set is that you have a 2D plane that represents an image. Each point of that plane is a complex number $z = x + y i$. Now, suppose what happens if, for each point $c$ in the plane, you iterate over and over calculating a new number as follows:\n", "\n", "$$ z_{n+1} \\gets z_{n}^2 + c$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this formula $z_0 = 0$ and $c$ is the point in the plane you are looking at. \n", "\n", "In this situation, two different things can happen. As the number of iterations advances either $\\|z\\|$ tends to infinity or it tends to 0. Mathematicaly, points where it tends to zero, are part of the set and are colored black. Points that tend to infinity are not part of the set and are colored white. \n", "\n", "Since in a computer you cannot iterate an infinite number of times, typically you put a bound on how many times you do this calculation. Also, you can use the \"how fast\" $\\|z\\|$ is going to infinity to color the set much more nicely. You can also check if $z$ is going to infinity just by comparing $\\|z\\|$ with 2. If it has grown that big, it certainly is not part of the set.\n", "\n", "So, for a point $c$, lets define a function `mandel_pt()` that tells us the number of iterations that point is taking to diverge to infinity. (Note: points that are truly inside the set will take `MAX_ITER` iterations. We will map those to zero as it makes for nicer colors.)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Returns the number of iterations a points takes to go to infite on a mandelbrot set\n", "function mandel_pt(c, MAX_ITER=100)\n", " iter = 0\n", " z = 0\n", " while (iter < MAX_ITER)\n", " z = z^2 + c\n", " iter+= 1\n", " if abs(z) > 2.0\n", " return iter\n", " end\n", " end\n", " 0\n", "end;" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we want to define a function that for a rectangle of pixels, representing the complex plane that goes from $z_{min}$ to $z_{max}$, calculates the corresponding image. I.e., we are going to map all the points in that rectangle to a color, using `mandel_it()`, returning the corresponding image." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Return the Mandelbrot set by mapping each point to the corresponding number of iterations\n", "mandel(zmin, zmax, resolution=1000) =\n", " [ mandel_pt(complex(j, i)) for i=linspace(zmin.im, zmax.im, resolution), j=linspace(zmin.re, zmax.re, resolution) ];" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are all set! Let's calculate it:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# The complex plane to map\n", "(zmin, zmax) = (-2.2-1.5im, +1.2+1.5im)\n", "\n", "# The Mandelbrot set\n", "mandel_set = mandel(zmin, zmax);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can plot it." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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AbtZ/q6HwvHVUnlsSqouHUNchL+rr7ATMQZWQbQ/MBJYAmFAQhKpFqAVoJ3cnK4VKnF3eU12Ab6eR1M/I1IgrfiZimme1+pp0iLMKSSfdhI7YSAiZbCERTryjt9GWFUvkqAIVzdI0gcuEGYbSGcVQOakERgJfo/SRrgEfZ/1eixJby1DBs4+BXlj/qYKqtdbvrXlX5dNc4WnSwYJCo+v0gq29MAkEEDuK7ETSjjlJOg1yyXD8FtIXPcqn0zHZEdzEP20eadtESpHFkDprQmmyGmCD+ll21WLoB3QCegJ9rEWNBlaiPMEaAUxoDMLC9aj6Lj2bMhbT0EjbRltQpAsFpM91qaNNz4V0RMRXzqHzCOlAHnII5jJu1CCXLsdjR3GRmEHSKUHR3tmC9mVZ6ax64FdYcUEvRjz4JcZWJuwGBWdXwI/Ag8As4HvA1B5g2sIC6/dGmtd6RRNZ0UinYyGdag/FjiLbkJEv50iHQk4pKBW8pFeko6MkKpUf6TyJJPJirSQJMxddDqyAaZfszoDrf4W5UPXPIpiLEmDrgSaTkFu9jnIFUSKuLSah0ext4jlDNB4ESJ/qHH3dlAlJ2YCIr5xC9zVLJXIHl9u4UINvth0DiRIMTgN/tG3X2nqER3Jsxdz1QE9YtK6PyiZuRAWzgvp1WrA1ERvtjRp5SK/jI4/0SUGCGE9nB7IHc4pU1w1I7UJuo9OM2UaifOmc3Ne9RI98RIvS2NfRYdkB9XRjg0eNDPae2Ji2/9jFV7T2PNHWpbWhJ1Ep3PaSTilIkFrZzEfEV06RynC1h/RKJwjJJdvSjJpEOdg7tQuy+ihGJFK0SKf5nMSDAQbsd/77UA7+7WoxPnJHX1yb6Mi2Saf6VEivaByo62m6pESFtiLiK2cobv0lCcNq6CvkKHmk38AVD3wk7obCKeoVbRsaEdZFizh7xMwd+puVBf7omwPZ/8Z3qOsaoLHQC2cAe+iX2htv27FHwCJFNCOd97FGQLXJWLqQDr0g7aRbjZwQKyK+coJUhqclPJ676L552Xp3nqjv5SRMWhOvkYrY9bI8tp+WYz2o03MU0BM+nDaWLZ+9iqIdNir7iTlY9V5adIULj3Dzz0izMjtKOrXcSZdm3HaknCMTEfGVE6SqzkYKQ3MXN+k3SMULF4lLoTqlMe2tfpyIJLx0w2g9MBeAPx88hlqkB7WbvgPmgOuPIL89dD0VXxbDj6a6bLT4WDeRIy2RZmZGuvlqi3h1RVl+sklHASYTmTINGRmznlSl+2RKdO6SrfVdkPgojJPAiHYOF9PyPAvYntfRxyJwuWEYMJTmvrZu9Qju5mJc30nq+SUGrCIk0jYtK5ovm4FzBCaSWGvr9SGdjFhbq79LBWLhk0mI+Mp6UnEyygUgd8kmt3onEpnecYpgRTqXDJrXcWqRVUxI7Fi9Mt1uMAy16hvAuKMOuqEeewDXNkA/MPJM3vnqCOXpVQTdj1oWcn0oAkpQjbhdAZQAcxIffpwFkpNga+9xki4CLF0acYcj199MIN2kuxBXUlEHICd+bpKOqZh4kuiogpPwchInLlT0SaeZIsxg1BG60wuUyPrFhHwVzTKn+lX7oCpUTdcGL55jGjh4p9eY120Asz7fgeA4F5X/6aQEVyPq537ADKxSLy/Ki6KQlnYTHofnPdbrnda1PY2jtQBLdUNuP2GeHGlCOvXKFJyQyFdWk2zxlc0RDyEyerDNZhIpvJy2nYvmaTkd6SoEOqMaMIZHXXR9lxZl+fAo8BJQZYAX+p7yO3Q24aAgfd7/jfxBlfip5dT59zBo8kQefeIoHrxqPANX/0a1N1/1c+wBHAksxGoxBKGZnpHaHLlomRJ1ihJ1NHJkmzyQMtL12JfrcTojka+sJZmh+US1VhHSHx/ZP9MqUcIrUrQw3GA0n1DRfTHs2x2+BXwmrNbhq3Bs5+MfKLf6BfDHjAG4Rzdy3EHXM+W8fKqPuoorev+Tsp3/4CL3DjxZOIgx4zdnzQ5d1GzHQ4HPofvhy1k7pxuNnTxQY1htHN2EInG1KIv8cIpQvR+1XUU4PtrWmsiJPELNvVNFASqUmE7oaG0t6ReZEyTylbUkS1eL8MpdAmS38NIF3omIrLhwFl72onUPKnqkZ0AWAXnwmUnBXeuhUhfAh5/rebRIR1ajtEENNM3w8PJ3l3PJYZO4s2A8H/xjGRe5ywFYUVlA+XMf4CtbQ+AvNZx/1B0U/GMdK28rp7GHB04HDtHrD6HIlS7y97b8bIoICTWnKFk8rGh0xC9VuEjfWEaA1EcHhXDS9WgROkSyZjimWwsQIXnkk93+bYms8bIK4R3R566f0Lml2zJZ9VFbQtW7ndWsxSYDfswHM0JkQ2skAxWYKgd2hdrCIiqPHsH9xR6W1DSvN7vt9O3Y+/zH2L7PfF4ovYeqe0tUFOxrVJBtmV7PGkLbqRFV+6S3mX3bBYB1KPMwk5YRKh/xqU/SdhSpqnXKQ9W5pWOUKYCKDjpFSYVUIJGvrCRZd4DiWp+bFJDdwstN4oRXAdGFl/5sv+25AtvvfphnqDH0cGAk9D9jHiErCNvDMEIBGS/QFc4/7V8w3OSas65i0u2lLYSX5vP7CqncezDLF/QKZQ1rgeXYtJPdP9BD84ibdtXPg05FkFdKKAITft2IZwxARytTNQuxkPQdVuV6nU6k61EitJtkhZjFQDX30J4D2bzfPSQumhttYLa7nnpR27oLoVRePqrQ3lq3H4A/gU6w4J0tQplJw/ppvcXoa2L0NdVHe+C+iZfAJwbP/u8EDrj1w6hru+wHgz32/YT+F/8GfVFpSze2y4tOnQZsj0LU1MjO6qermC0O+R0a9N/8OJvGxtsIWu/HVNwkpGs2QIxY0wlJO2YdybjjEzuJ3CPb04yQuEbFsWw7/bmWSPEWQuciWGWlsLY3VJrxU5T+1em/bYAyYDUhJwc/cDGwAlhvqtN1liV2GoE8qPcUMHDbKvgq8hpVFJcy5ZX98M+uU8svQXmAGajMngktIlkuQ0XkKoBP1Lou8PWDMjcsgVCBfXihfSIEveUeSz3WDIEk4UF9P6cJCKlGp4nFhiLVZPMtbA6SjMExXe/qhMSR7WlGCEVk4olOGba27XS02geUgLs7nh0C5J1QA0UG+AwohE6jN2BcGuQfL14LV8HxJz8N84CV1sfYA1CTYED5PNz7NuEONkEpcDwccM1kAJZO34zbbroi6lrNrxvO8GHTqJvlV8KuAGU7sS8qKOdySHV6gF/hBe+xnP3Z3bDbGpryvbBECy0d8XLRcviJ1Capo/hIvjGrn/Q0YNXIdTzVGKYZqVIzczGMCalehRRR3PpLOoTMmsk9Csn+fZ6IVljaCLU17OdUAFy9oXuxsoZ4EPg37HTyV3xbPxKeA/qZsMyAY8C7oZ6GT3yqDqsGFWjRwZ7OwGbgu68OVsDQH2byfdmO7LD9NBYvK2JVr/5c0+8G+i+czsmb79JirU7/Eh5fcw3Br92MKP4f0/63q/qc/cCY/gvmrK1VZM0e3PECWwJDoN9m81m4YXN4FVVnH1xrrWQ1KmynC9Nrwz45knVGvAg6fGaiMGlpQJtOOG1/IR6Y5lmtvkYiX1lDojPI0qsx9ygi+/d5vI/rQmKviws3UvVBsAaWb4RqE84FxsFPS4fDh8BSYKqhfn4Hw4d9C12tjywH//sbYCtga6AMys9Yime327i/yzGs/lsh7vdfZ7e7b+Thow+ndNi13OT2c9oWO4WtkYmBSdMRr+Ne+g1HT7+C2TttCfsAvYHl8Pd/f87QF39UaUg/IXcMaz1chwRZMr0XvIhKUwb1/b1n06conPojxrv2K5xkNuhO916LYhOUSiTylTUkMuoVqY+bkJ1ke6sgTTxTUW1NmblpnpbSRqo+1ICYD0aREjxLrZe4rD93gXveOYtXSo7iqzl7sXP5l0y7fE/oBQX/WEv1P0sw1xmwAxiX34DZZPLI559z1j57EQzGLjQNF+xyQQNTfbfy57y+9BuzkH3Gv8MPL+/C+ru6qpqzWkIdfkrAc1Utjd4APAIsAtYC9SaqCKwGFdLD9hOc648qYl7P9tNIcuqykvFdOoK2CRHiRSyRLxFfWUOixJcfCZDmEtoyIJuJ10xdHTloz41J+DbW4str+5s2LjVCH+dB1Vv1geI319K9cTnzJm5ND/dSCm+/jZ4TjmBaxc6YLhe+V/7Ndc/O4rYtu7K6oWNC09fTR1NFEz0qFpH/5Ch+m3ysqjfrC/yMymAFgN1ht6s/Y35RP5ZN7I/xqIlZbcD8OpTIqkGl4uziq4mWIqiejjvfx8qm2QMJIt3Tj6DSscna3tmPpB1zhkSFjvW8dSE38JH9wiufjh/T2m3e8m9oM07bWEekGgjVPNWioiZBwAzpg95AKdS+WECZfz7lxy6k+LDZPGS8Rd0Vz1K24mPMMVVUfLmRS/v37rDwAqhfWk9TRRMb+vRkffneqrXkYHCf3oBxjqlSkMXAEqj5sIiGqwrhFTBHG+pveX4o74zztcppQkIyj8W8COsQLwwSN5kgXoSnwIVEIyNrVpCIWTXiCZNb2I09sxEXHU8zatHVkbqkSNvYPviHp+F0VMhUGaI6+Oe1l3L2rg+xqGBLXn5oL+Zs9QWjV5/C16t7Mah+Ctd/dE4H1jEyFX9Cv06f02nUOugH/uI6jDUmDAT/ibX0PHQx0wdvx+qfSlVPyXeh6JD1bH77b9blJFKEyelao83LkoGfxDfpTvcZw+LdmEwk7Zjx6HRFPJFCzNwi1pl5mUpH/bvcxMewM9ps4fCyAf1/nfa39pFhqIJ6E9gG3GMb6dHvCxbv9cWmd57u/55H63bo4LpG5rxTpvHRLRNYc80M9h9XzWn/fZa9B3+Jq7SJu7tdwAXPPaD8yJaidOMAlE/YugYIrkFF86po2Wao3uE5UGI0mT5diWzSne71XyCNuDuO1HzlBPGu9RLhlVtks5WEdotvr7DUTvPxIFoKzevw93DxpdfFUDqsCDgTeh7yJ/+34lymjPHyOkPjtK6tM35aA0+MCJmrfv3Zi0wp352bFt3BxlutXpCrsDSTLmzXfhiVOIsviDzw15Fc01KTxBiRNpAZ9g4iwDqC1HxlPYno1SX9v3IDXYeSrcLL6oPYrkucD7Vt4iW8WjunnFKRThESI/R1mmBI1U+seq2Mn+8byS+X7c0ul3np02NDx1Y1RqaNWNrs/7c+uRNP/TiG3bpNUSasPbCEl0lIOMUSvYoUofST3JtC3SMy3tfDTJk5LuNAohHxldHE+2KUql5oQnJxk71WEtqPoT2Dhx8luuJZ+xavlkXeUPbTD+TBrPeG0aViLU+MvIK5Swfjym/iz2Wd4vBZrfMzfZv9v+bc3fnFPJz3rj0E3gVmQShy0kRL49RIdarR6ry8qP2TTGGgRXw8yYTaSn2wCYkiEyS4EJF4Ri2SWdwqpI5sru9qz4Ch/bYScSmMJfIWy4xiL2zrxnVJA8GfPBgzwFxpgB/G7/sYnQPr+ffJp/PjkMYYlhU/hg5ayd7jV7Lu9SBzZvZlQNl8fm/cAn4hSpBLWy54iZzW80f5G6ibTjfJS9+5UVGwePWI1DcI6dj70Y4LdV4ks94ud5Car4wl3rVe2W4xIGR3fVd7nOrzSNz9Z6ytuCJNmNHnt9Ws0eWnaPwGqroVce2FV3P9pbeqmqruwA5/MvbOK/hw0QAakhy5fji4gLNff4rgFy6YCSxErVcttrRjBSEjT7u/V6S6L/2+WMRVI8ltEh0vY9ZM8P7SSBPutiI1X1lLvHebCK/sJpvruyw3+DZ9t3zU9kiU8GqLEGxtHayG2y6omNWJkad8xov5RymfrW2AktmwEX5ZVJh04QXQ5+QZfLpoHzqdu049kY8ygR2I5Q9roKJcTg7q0a47+n2t4UFFc5OVivQQn3RcJnWRkPEhEUjkKyMpJH4CTE6s7EbbFGQbOl3YFtGV6JRrWxvPu3HeN/bnS6DQB6Og9LqlrH68BxwD5ioDlsPwM6YymNlM9C3q6Mp3iMDJp1C7vK8KkuysPeP+AAAgAElEQVRj4t66ieB/3Ji1BnysG2o30jzyBSq6FS2S1Jaoi4mKpCUjUqMnEnS0CbhuMJ4JSAQsViTylbWI8BJiwUt2Ci9tCBur0NGzFxN5uWtP2jPSvtFmsJaY2xUYAKtm98ScaUBnk/znHmPwGT9w2tgLUyq8+vo2cHD1YE7756vQB7Y87RcKRq+naZIHA5O8Ct34MdK2aW3SUFuuUbr/Uke6D7Tls9rbWspOpkS/QMaL+CLiK+OIV3hdZjVmN8memp8M2pNijPfsxXDa2wYn0nnsEM37DFVPdRWwBMz3XLwx6FVmfbIjZ38yth2fHUdKYYhnFhMPa8A1OMi8hYMIurz0Gb0Q37w6ar6JpatAa69pz/Y1rPcVkdjWPj463mEkk+a9ybgRLyTtmHHEq9Be7mKyl3yy6yLZ1lZXyain6YgZcQDnATv8+Tzr4Q2VQPmBgZD/z/XcsuuVLHihig/f6cvsSanf3wPXj2V538lUnHMDxuog5jwDpgJ1Naj0YgOq+N5pyAnSegF6PNNe9s+KxxAYpGOzLyX9mE2Iw33WEa8GrSK8spdsmtHYnv6iPhIX6XLFYdkunIVh+PP6s2wzMg1D/doF6AUMhBFHfEXj4HV8v823HVyv9uHxBgk2GXTvX88RP3fj3/+9BC4Dt6+RoN+N+RVgVqBqseppXWSF14SFk0jn9TpCtgrtreWqbv0ljtRbn58piACLRiziK5PinUJcGmiLcV52kkmzp1pDt9NpSzQnERMLdFVGWwv7IxGpwN5D89SbQdTzdAgYJ5l0Zi3TFoyEb6fFYd3aidtFl9Unscc3X/DlnMFwCbAMmjZ6bFYTENqXrXlHFRMqznciQHwK3Z3QDrbhaEEVS7/HfNonwHyoyGAivlci8JNZYjH9EPGVUXRUOLmRMr9sJJtmNMZSIxSOh8jRXBdtK8xPBJEi1pGet4vOejZdprWO+Q0K+q2ndulCXDt34pHvLsS9Xy2nfnRoHNc5NhprYcLSKxn/wYuwHnUY6gBXC1zWH/KJnH7E+nsD0U1YIzXhTgT2YzJIqPF2pPWPZK3RGq2Zy6YTLtRxmqx9kH2I+MoY4rGrEjW4CKlDu29nMjoa0tZj3Cnap2e8pculzarZaoa2yXAqug/3t3I4Z0eAb0GQMVvPxNfrG57Zu5gpHBCn9W0bt10xhQsfOAV2hF2O+C81rxUx49bhMBdaihMvoWhJESr9GCnS4yXkgu8kZHSkKNnu6y5CQr8BZ6Wpm7m3NTKkj9tMcZT3kTliMf2Qmq+Mweki3tb3C9lFtIhPphCgfdHY8Gifm7a1yPJH+N0+YJq0z81cpymdItWRUlvgXFNmd+E31CVgDGw/+lt+fHsnBl8wk1+fWE2XT9/H4w6ycm3yI6AXVUDec7XcseMNNFzih++wMm96aKkiJFDCBVMdsYmUSJEy7ZyfLOyiXke/mqx1CF+P9hThB1HbK5MQARaOFNxnFR2Z5egju2a/CYktLE80OrrT3uhU+GzOWJbltl5njyQFwFsCTV4Irid6qgtaF2KRXNl1L79okWdPhPfa05JGyGC9GMiHokM3MOLw//Frj4FcdsNxXPDsga2sY/zYfswGfht3CCXGKlb/cDB9An/w24xB8BVWNkoPLeEtgJy2cT2tCxXd2scpMpTINKSOZLmAfNi/HD5cQ6htUiOhCQXhQrI9/SArOra6SUd/d0EjJqtZQ0f8mnRuXsgetMlopqEbX3ekp2IBoeNZezkVELJlcHoUW6+xi59C9beCAOznB0qs10SLHPlaeYSLJ21yW0h04RUpBWk/78Pq1iqAejjH+xBXbXELyy/+X1KFF8CEbh9TtdkIxg/9gdqZefz2xiD4oeWqtkwDO20LH2o/2R/h+1FPTHCK9vpQ2ytePohWW6dNn6sngZTCtyVwYD8YMJDm+16/3j6stscHLNMmzkgtcXuQyFdG0JF2QpmelhJCaPGSiWI6Huttt9HQNhQ6MpSvnnN3gaYqVHSllpb1ODpqZoDRFTp5GPD+bIwnXcx7YkugCZrWABs6sJ66WbZOhUYj0nltj+4ZoR/6ENC1+gdBSY91NGwDe2z3KVVHvcMXP/XpwLrHzo5j1jJ+0kb6TFvF2HPfgT9Qm10Hg4DmqUJ7ZChIbOlGSwQFCqG2klANmLaFiDSzMNblh6Nvapz2ixaF+VBapD5izUJrnappHtELj17V0DaLjEzy/dJI+lEjVhNZQ3uFV7KazQqJJxPTjLruqaN3xU6F9T4wOoGrL+S7oCII5S7YzAW/+qDaLnx0OspDKAqRB108sBMs7VZGzbISOB6Y74YpOq/XWhrSToG1njrFWESoDsjuV2YQqhNyEgc6r+gwSzNcu5rAFFhXWoJ7USPPdj+dB3ftl3DxtRf/5YcLz2D6sH244LjO+AM1sJLm2bVNE+H094VQ+UM1oW3SSHRbCUtl7mPA9M4UHVxDxSN6+9Sg9lMTLeukdGG8aXs4pcb8Ye+JhBb5VWqdiotgNYSimr2BOYSOl0Ka+5nl4XwzEIlCMi/92N5ZnrmJiK+0pyMhaNm92UE80ynJQNcvxcsbK3w2p7V80wWbuWEHAza6oBOwG3CJQSglCeCDvIDlz6kHPwPWAT+B618eFbX5GGvs1CknrO+h36MHU5dtncIH7AC4O7HVPb8w56Wt4au80Nu7AjsCi4Bf9IxHJxy2myfsz1rLNQAbILjOTenPq/ENX8d/Pjydk/bfJsKyO84js2fy41YvsvKzj7ngz8epX+kLraOJ0lLNvoL9P7r3oonaIbpOzozweivauQf0vv93Fo0YQMiI1Y3aJ25CYje8bkwfC9D+LIC9b2c+4IffLbG/Yzf4NAgBF9QUETKB1TvJvj5ttZLINCsHDyK+YkcStWmPpBtzmwIyR3j5UYNTvExJfTjbaOjtEYQ/V8IbTTAE6A/cgyVUign19fNjbBtUwsdjFU67DegBHAQ1gQIYjiWSTFpOUNHF1jrtVGh7zo41SDdBWcEK+p00F0YAVwL9gF1h6OD3YDE0FwW2/3uMUImU/aFXQ7e31PrWVKtqrjIwPzBgfgFvbX8w11S312k9Ojv3WcJ/T+3P1W/dxgV3Pq4+X+9yHUQKWL97aHkYeIHrDSjQAlbvI4OW28Rqhu4BnobF9/a3xvYiQrV+eiKSFszxar8WvtIa2zquQkX8DnNBzXrr74Gw94Wb57blhjgTLWRk3IkVEV9pTXt3T7Y1VM5VrMEn7ckn/v0k9Qgejj1aFARMJareAZ4B9gVjNxMuAryG1ZLHwKxy8dHEPaEbUAS+6+sZ++erjDjoUYJbu+BzbDft/rCfsaAHHZWe+uLqUSxu6IXvojom3voXOA+2m/g1M38eo9oDbRpXrcHcDXSGO1adT94uNYxbNhHji1Wb5gWQZ72nkJBNmJ7AaZt/UbfUz+s3n8S0NXtx14bFBPLjEzkxDBN/QZAJu33BGUO/5fenB4XKrXQtmttav0L1XeiO0kdaQPrBKDdhJvx2ykA8nRrVPtq03WwPoxi6GTDAWk4RjDjlSygH15kmBIq5pn4CGE6zRLVI7uhNi0FzMadnPar0sqtXUH3X/QFvZ9vr7Ods+DnR1gL8TLnxsiPjTyxkwpU9h2lPyjH87lHIPOLVwzORGIREV7yJFO3To7ydCviuAn5vUpGId8ActB4ODsLhwNZANxi0xy/s99oXaiAvg/pZPj5+aQzTPj2dsi2WY6wxw+qb9aw1e8rJCT17k9C6udVndGqqpCfzmbR4H1YN68aSj/pTeGQFj08/EraluTAJAMVw5cP/Yt+P38Io8mHUeWAk6jLQAx7+7hS67Lecrrsshk7Qpeda6GlbVduY9+HTY7n4zccx+nWhaPuO7SNPn3zMQb2pu/9GRg2eozJhXtQhqgVhXyjsX6lEVxHk71/F8B+n0mPvpaGJi+VgTmrg4ZdPZu3KLhz6wJtwFCoKSdijEDjBhGdN2A+8Axv4+tRK+t49j+BGFxwMNz1xi7X9C3Ee8PVM13zafk3U6VGNTmP7oVMRjIbg8S6YCZxlQoM93RYu2sOv404hwUhkopCRMSgWRHylLe09eDPxZBVCpHuPRp0uSlR6IVq0zx4xCDfqtGbC1QG/lsBtLtgdAsdVw5Ywu3prjjz5OegOm725gK3vno6nsAG+ghUnlmOaVvRp03nnIWRrESBkN2B/2G0FLDHqMmBz6FSwgTXLSjne/wr77nc/B4x+izGjJ1H51lTe/uBYtZ66nC0fGGFS9NeNDN9zCpf/eCt3/O8qtnH9QdHGjdAH+u66kGsXn8afc3vg29UF28ClB99A78EP4BtSx5WTroZuy6BwDeRV0af8T7Zs+o2ahy6icvJ57GSO4sR//hHzXui9VRX3HPwVY80hNE25AB76O8VdNkDlauhUzbBRk+k/Zh6Drnuf4t3XUXBzBfuPvoayfZdBHyh59h/4Bj3Jqm0boP96KAVP9wbKfv6VV+cfwflzd6X+AJMB281R6V+tR7S+bgKmGnSetx7frPs5+tmnGXhlOYcd8Bq9/z1P7e7zAFNPdIjmZaiFVDGhEJ0TbpoLNo3Ler8VaqyG3W79DJ7Fiv41AGsdPlPjJEbaElXNxGt6Jq5zchHxlba0p1heCuwzGx1GSDd0fiufxF1UY4n2RbtcBYEG2GjCVJTf1L/B8MPpF/4b+sFqb1fYH4b0n8nviwdQdVdnNWbagxYuvS6WCuii65J0bs/+0HiAQvAaePdvYMsfpuM+aANn9Pw7+VTyj9ff5b/r92PO+q1h1wN56/2/qLeXqLdRAnmHVdNQMp1+PZdw6v8u4L3gfiz09aGiXzG+06vptN80Dhk2lZ6/XMlhXx8H1R/j/vNjxr71Pk17rGbPh1+i8/YLuPClwzjJHM+fpz1J4P/uhr2ux9xsAvu//yjPXNmXZya9y3sXT+QWXnPcimd7J/Le+RP55x2fcOHbI3nHmIXZ95+w9/U8dequnD16AicFT+Kns79j54M/5o/RXxKc8QJVJ77IlcP/g8f9LuwKh73dwDdVfbji0vt58oHzoQ80dvWyonJbguUGDXn1fPWImwtW3M+bn48JBTt1P/V8YB2s/08J9cPP47knT2PRzgPo+cSv1NX6uOzsmzEC9lmUBiFPtWhoL7dwTzHtBWePuGrRppfph7IAlMLgpT+ww3Hfqlo+QKlFPdsVWkZuw6/NbfFfzNQokoxH0RCfr7QlQNtqA+xToITMw+5hlS7YrRkSjT+GzwqPthWH/bQGVsMIjcO9gEHgGtvI4HEzuOK9ezjhu2eVK8BK1IzHjYQm0DWhvraVWtvl2al8c9KuBNe5COUl9Qw2bbgFuvWP0cvEe0k9hx79CrXPd2JW/RCa+sxm36OvZv5dh9F9VIABjfUUrp7FP+54Qa2DB/5v4B28sssRlI5Zzr0/Hs1efx/P6XnvscHYjOfOex3m/8C1JZdw4717AdDz9b0wr/yQMfNnMnnz7Vg5J/kD3ZBtVzJrRnd2f7yQfnd8xXNzhlF65kD6BOGjyafSfellXHf0F1wz8r/wAwzv9jTFG2byYdV93P7mrjxx1c0syNsTl6eR4O2eTTVkZfsso3OX9czZYzD+T2vZ+4BP+K1kc65sOI8L6x+m9MAgl31wF+fc9DCjdvyEz57YA0ztNq/Rsw7bMvtOh9+cZqL6IK8AtvKpdPZdd+OfsA91d28Lc+pRvhNV1udqS4twrzEn64hYJ0ZUk1kzHzV6P+QW0l4oo2nrrB1pIZSZpFuaUc/ISmahbyyO905pTt3vVKeTOqn/G6jao97AbjD06On03H0h/510AJMPH83oO6fCTyjLBxM1+38panzzwS5HfM3c/ftS/2QBNwy4notfuguWYZsN6YQ1S7ELauZkBdAHdt71a/72v+u58IVdADjz5l9punw3+tz0IbNOOJIXzz5J6YMS6HLIasb9fiHP3LzFpqX2+uRwFu/7BgfcbfDBReqzz7xhFq9cV84aurayzVJPz2M7s+rgfWi4ejr5V+9D9amPA7AnX7Gyx5bMLjscivdV2qUa8MDzo//GoFt+4ulp43hx2cU8MOQM3n4jnxVswZeHXUr1a0VcftoEbv/gMrp7VrDiljJYok1OIwmUSK2LWrth1VFfy13fa6jD7Ehrfd8C1tcDawhZkdhbJdnbHtl7XGqcekI6kYk9HyFXWw+J+MpYojXfdcKpIa+Q/oQ3h04lOueTbAqIrfrBSXy5UMLVqtEpKVKiJw9Kb1/Gak8ZB+z0Do0lBh/fPU6Nnyc18kC/M/l43n68effRjB/8GMtO7ca7fz1cFewHoedBi7nw7Du4Oe9ahs7/mV/+HMK6K7upwXYdkfWXF3UadgJ6wKhjnmLdqGH8cv9c6p+e3eyl23dbxo/XPgI/wpdbDeeiBcfw7R6XMX6vh3mi9/JYNlxGcfD+G9juzTxuyg9FlA7bYzZvVpxGYN+RmAOD1D1WAH444Op3qHn/a/YZ9DNrpsA9V76Fe9i17PiXjfzt8CYufvNePDWNNK724DKaCH7jAlM36I6lkbU+znWa0C7YtCmuvpHVNwW2zggB1MSNUcB64K0GlDDaSPNIVzXNvcciRa9idb/PNNNVTR2xm8tmByK+Mpa2ii/xVsk84m3N0F58pK42I9ZUa6SUul18dYETvPAzGL4g5nEuulevYGVFmRoTfwd6wrQzd6CoYQN7uaayalYZm3vnc/3oK7i16mrmXN4Pc2UxZSOWUbVbAT0/f5Fz7vmOK7++k7LAMvyLGph95DZqPA0fS+z2D4Ww44Vfc/TKq5k3bigrD1zKG/WDW65+n83gvPHcnncyk9/xUbqFl+/rt2ThIx1pbZQ59Jt2INu9upz+f/uce/cuJdhtGAw9GBa+xuk3z+DRcc1F+d/uq+GrJaPo6i3l+8k7KGPcSqzAkYkSJ7p7QHg0SQuuArb9x8/M+G0HmAzUmCpNvQUwN1Ljbi/NOhTkAfsAuwP/AWaDOsgarc/VkR4fSpStsp6PJL4idTsIx6S5a34mkVuth6S9UMbSFuGVrJocIX6kur5L1yqlcr6Nbh3T0WUA+MHlVXp2HJiGC+p/ZQ0D4QPUmGj5ZR3y59v06/cHM9Zvy+PG3vxxdyNTRu/D7PeHqZRhCfTbfAHTvh/J0sOP4ZyXzubiPx9kQf1A+NKllrMBten0bauebKf7Pgdg+e894dFB1PSexRv1I1us+W6jFvPtc5cwru9wLvcdgVndxMD+a1m4IDeEF8AOF9/Na1MHwx2dcfXwwnXjYC6UHtmXR8fNbPH68senU3jaMB5ceil/uXEyS/7Wz8EepIaWjbzteJn/5RYM2WYWfxzem9qhHhrvzFcmvUs8UOCBVUGaiyS9LCNkyF9AyKQfUAdGI0psWdfkTsXgKoZ1elZHPs7RKz0Ds7WaLj0RJBPjJT5yMf0YDZntmHa0NX2YDtETIXa0m3cq0PboblJ76ufTthRnpLocPSjmweR6vENr4Gvo3fAnnm0G0vScR9VqbUAFHbrAih97st+q59j/kb/zxOXlPPHDNlx3380MP2cq7AfF5a+xvGgzyvp8QME9zzNlSh+evvgY+MIF8wkF4bSjux/ynq9U9WVPNSjfrW6weE4fbrr1Fv66y2rHNXf7TYoPvofXGw/DrFaD7twFXdqwTTKf16aGooHm+jpGnjKeowY/S3lP50H6rp92pfH+n5h49Yksmd4v9AdD/6MN05zQdhEGFVM7MWvEILY7/XtKhlXCBagi+m2h/3ELVNugTWn4MOHlAbYHtoLuuy8OZSgNF3T3QWEJUAKuEvC5YZ1uodTaOR/rTXSmZjlknApH0o5phy4ijoV4RA+E5BBrbVO80YNRutxntWc7RBpwrEkprjJwFcEgK330LiHLAusji8s3UvWXfP56zvN87t+bnU+9hbdf6gGAzx9kj5qd+OOw79nGWMBmy6v58aK9+eqYVaw+50bKe66gsbJUCblvUDMUa63VCkD34kms3LCYQ96GSXsCY4+D2k7QAzoPXU/Xnb7j952+bON3zl2OeaeJF8e2HKzv7PMhhZf05MxZE+CrAapIXweSPNbvQROVE64hlBu2H3PWxIjeqF6b3aH8yKW4dm/iqnUTOPfTB+AWQmVYTTTvJOVHabje0O2y5ay+rlxlFQHKgV2A5YtgSW/1/OJ6MGcSmvUXrW4r1uL7TJ352CxUmNVIzVdG0pZZjpl6F5RrpCLN2JozeyqwNwCMlUgNqHWOD1SFu25HZOsrqd/qAQ4OMuCB2azPL+YE97M87Kui1lRRjS19a5hb39UxmbNg/l0MXbOEEy88g76Tyrn8iLtgge0F1zdw5Y2HsN1/mzhj7F54P/wLq54eTLdxyzj0zct4wn0Fxl3vEnBVU7My6y61SaXXI0NY/Fgn6La/mly4CjWem8BxsN/gd/jolLGWLnHa1kbomMgD+gDbwrgnXmbyPUfimm4SnOFSy62GwIAauvrXsKSiFyxBZRW1p2tvKHt6ESsu6K2WeSZwN0qgrwfWmdBUCeYKVOg1FvGla85aI1PFF+RK7Vcs4itdboeFNiPCKzNIZpox3/ZIN+EVqVdjPNAhijqazRzTddde4BsX3r+62PBrOafOfoFzm0KC7rcIwgtgwICLuLDw/3hgxxdZVtmTn94aBGWE2hC+4OWfRZcy7b9dWT+zgY19n2fuWb1Zc9ZnlN63jPt6nYa5ukqEVwdY0XAHI5r2ZnHvI+Gg/WEblH9bOcw6ZQjbP/k9gbMr2On4r9l9+idWptChZZHOShYA3cC40GSr22ew3CxnQON8ggGX0vGdgS5Qm5fHeZP/he+5CvKe2Qibhd5LPqx4sDdcon7nQuArYC6wqhoaV4K5gZbF+9HSi7GWYGdiw22NjFsaiXylFYXEpofFWiL9SVaaUfecS2c6MrOzlZRjs9+1P5l2yjfUR3dC7Y4yVCubUTD4wG859D9XctuNu8e0FgWFDZx5bhH/WnQFLEYFKAKogbo/HPXoMbxcOQiATgW19N69iZ8/SBcbkezg/Cfm8sB3p3Lsqw/yXs0WrD3oNgoGVmEeW81Fjx7P3F8682rRiwQ/dikNrnWPC/BBl5K17PHBZFzFPt648xjyBlewcevOrL2ygDumXsLMl3fhg+8OwHtOFQ1/L1AafgvoddU8Ft/ZD+Z7cI1sxBznIvDyBobv9DNTf9sD94omml51q6hXo45u1RCaAVlNKPJVR/ToVpDYUnO1tM1ANp3IfusJiXxlLSK80hdd2JvIU0sLrkT2WIwXbWmjEk6kSECk41+PtiEzysB5NeRvV4VrWFBtqlHwcWA7bvjqipiFF0BVpZeBh8zg7BPuVVqvO1x8y6Uc8sXh7O+9n7dfmoDfpT5/Q1VAhFcCuG/8QIIPTWHiqqGc9GcRjDVouHUCRZc8zXIznwHvDCI4whVqyam1uA8YAvXPeJnUeDwr9piG0cPkgB+e5/Yjyij7+mJO/OJRPtt8O/Y57Q3GBN+DPU3eWLAVWxz7GxP7/Q33WJNDX3+JnqfMZ+YtQ+m0Uw3fP7MTTALvoAbVKH0bHE77WB3sNbFeNzK5m4mMXyDiK82IZXfIrJH0xUdiTVPtTa3TLa3ohG5O3V4ifcdoF29bVMENtV/lceyE5xh43PeqGH8DXHL0I5x6UUv7h9Y4c+RWPDjzAigFekPvHjWs79qZ8ic+pWbsU9QFxbknWexX9ih7n/Au9aabFR9UM+bBH5g1bzuYhjrkrMkQ+NnUJ7LqlkK2NabT/dohXHjm7RRv9iU9DyoDYNio06gf8RCfDprBniue5b1DDuTol6Zzb+URXOYeyo7vXM+Zl97B1v45bLPLLJo2N6mdH4DFUPtUALrDTW9dBnnad8RH6HquC9NiJdZhOZOHbxnHJO2YNtgLiKOR7pGOXES3IEmEQ7y+SGXa3WJ7iuvDidZSyI49Bem2PrcQ3AalB65g0FlzWDGklN8+Gsz47vdQs2sxn5bNYnmrjbybc9y+M5l43Gv4KusxL7qZcasH80bJnDYtQ0gQm3eDvsMpLt+GirVFFCyronJ1ocpuuYCiOjjWy76TL+GT7zq1urjCLTwcOaOYpwrWbnpuzLClbDOpH3dcdJUy7V2NyiwawACg4FX4/a/qxfnA/GWovlX2WX6tpR0h1POqNRpjfF26ksnrHh1JO2YUsQivVLR/EaKjRXO8941eblu7HaQD8Siuj1SYHMt2tu4nu8KqvDKGdPqZw2f9i247r2DynofzfNmfbRZeAK+s3wtKTern/sx7NR+J8EoT/nrW7wzsPB9qljJw16c5qfww7jliT1UYXwR0gcffOp4Pxu3H8mnHxbTMynmNzYQXwPzh/fjXrP9Tkc8xKJ1fj8py/wIceSijb3oP9gQW1BISF/YarljOi1h8wSDzPdIzff07hoivtCDWFFJuH6zphYG6ssc7EulFia5M7VwQr6bcTmkJpxRm5O3U69o/YFf4fv32PNnrZlyPfMUhj13V7jXyHNqfwmVTGXX/jYz2HdDu5Qjx5dWHBjD3h2K26Tud789fS/f5NVw58iXVf7EI6AR/v+UVDthxDw76W/v3v3/33uz2w13s+38f0LX3cqXx61HRtfogXGjy8RljYFIDeHXRfaITS5k88zG3gwkivtKCWMRXpg7G2YiV1oorWnRl8gXJS3zEqNNNhh9nQRZeeBxy7198XV+4B77/eidKF66kS5fBlHTalsDFu3H8oCltXqubDv2AytM/5jO2a/N7hcTz80vquPnwkHEUFpucuu/ZquNAJzjktNcovngr7nip7bV+u13vpvvPp3P0gJlM+f1yPr17f9a+3115f21SYJVABQRXQO0KqF+PSgu2V3zFeh5lQu1nNHJ3XBPxlRbEMnNFChRTT7yjUrouKtNFF6jvEa8ZWOHiy8A5XeM08NjOE8uI85hdX+C3TwYxe8ogZgzdmq4jt+Y53zEcNmx2zOKFAd0AACAASURBVGt04j4/cMm23WJ+vZA6Zly2lqX7P8+UNTuw7VYzoBR+/Goo/5p9Z7uWN/X6JoZ//xP/ePp2mAXmOwbmBy6brqpFhb8ard9rUDYQjbT0+WoLsdoOZTK5O65JwX1a0Jqrvb3HmJAatHt6vJaVTRedjvh4heNzWFak8yOf5ueFbrflYpMVudv6tdBazLHw7bXb8Iu5NSe5to7TOgvpyKsnvMOsDX24bsfXcHVZTPDcx9u9rHOWdmbymnH8ceoW8CewFiuwpX296lCuvtrBvpJQm6NwGojdyysWPyzT+rxMpZHM9SxzRgruM4JYRJUIr9Shfbs6Krx0R+Z4CpV0QJsqxQPDYVmR0rvayEnjJRQJs9WGNaHGvwrUzLT+0PXlCvJ/rGPfX3fhoFuqELKTvz47lusmDaXHHxMJ5HUsxtD33Ff447UtlBbyA32tn5vO6yAhT69YRVNrxHrNibVAP13JzfFNxFfak8lmeplOIR337fKg6jfyyL7TLdaODLESfqzbvZLCn7fvlwChC7iDENQ2S5XAjbDV279x5IS3GHjm98w84RS+u+1JnvmteePre/d7v13fQEg/xi57ifLjK7iWf7d7GTdc+y7Hv3i5OuRPAY4NwkhgJ2CsgVL5ut+ijuJ0JOUI2Xe9iEbujXOSdkw5rfX+E1+v5BOg4zVYAbL74tl2q4bohB/nAZzv/O3P6zSjHXsTcyvtqIMT2nyzCNUWqCcYvUzye1fj7d9AzbAGLtrsXh4oNanckOk1eIIdw21ww7JVXNu97XV7BYF6zp8wgzv7vEnDx16OvfUpXrzkJMy1LlV0P60eZfqlo6gbrZ/R0mnRGmzbaYtDfqzLTFeyx/dL0o4ZQTThJbsnuehuyR0ZeLULfTbvu3gLL6e0g5PwKrCe19HE8HPH4UbGsF7uIbRL/NbzVou5KqOAFZt3wz32KW7zeUR4ZSFmk8lNPbqwRY+1rb84jL2aFnLnxTuwz2GT8e7fwF55n/Po3SfCFGCaiRJdWnjFu/aqLSm5TC9nyOZrZksk8pVSWjPQlKhX4tGjc0fC3noZ2T5o60L2eBJeYK/905z+b4BRAqYekCqJXBNmqF3iA3pAQeM6qlwlVuF9NU/deTanPPsozy0ZwWsPnMObfRaTfVdCoaN83e1x9vt6FuPMSXxRuQdLnu8H5cC7wP7A5bXABlS0Sxffa6JFvpqILapVT+zpS3s38UwlO6JfEvnKaDL9LiYTcKFG4/YKLxeheq5sFl5aAMVbeDnN+tRiyoWanqiFVx7QFW7zwgADuhqc/dtjtCw2tv7vBzqDsU2QvW/6mMP+/ZbyfCqF1w8fQ48PptLD/x7vnX0Qb/QW4SW0xBsw+cfPD1HxZCdeuPAElhzdD96Ewg0bYSpweRB1AxBJYMWjCL4tE32y4WY9d8Y9EV8pJVrUK3fN5xKPm46JCXu0LJNnGcWCFqiJWK798mOgxJZhfZ7+TJ1idIPhhpXQ/83f4FJ48JaLbdlHS3S5UDq4DAac/zvn/Otqiob/zsRX+vOfhtFQBvOOG8yB1x/HfrOfZuIB2SyahWgM7rYq4t/KR/kYMWIRwZGvcc7G4xjS+yWVpl4AlXcUQ20jKtrVZHtXeM1VNCGRKJGR6cdz7ox7uTnHM+3J9gE9VeiBvL3okT1X7s46ur2iLTd8kPDRPMXoJmQnYa2HF6iE7X78iQVLtoTPbS+xR66sqNf6Y/LwXPEj2/35NTVfXsxV512Osf5nLnv6/xh+5MM888q2CfhuQqbgH+xi83IvC1+tJ9/bQOlOBus35tG50EPp+yP5/b0Tafzex2c7d4GHPbAcyzdV20rEkuJzEdl2whPjMtqCm8z3zDJIfFum1CORr5QRTfdm+t1LuuGl430YdaQrV4RXIfEXXjpN6yS8/IT2USnF+3pQUxKLyOsHZ757v0obLoY3vujLoEN+Cq2m3i1uQpMh6+CMD59m0ITueLxNDN3lTvbp8QyX7HUNY2of5odX4p1CFTKN6VO6svRrg+CtY6h891YW9DycbQcPxXPCYfzx0eaMr3iUVS90h9M98CEq8tXM0LQp4rJDRLuWx1ru0JZoUDaMHdnwHVpHIl8pI9oBlisDfCIxUNs4Wmq3NVyEIi+5QjxsNpxw4zyIaFHrgU5lSkztCBsbOqune0JNcR5P9TwVhsJ9d53Dh58dwL51H3NR4X1qN2uNuMH6CC9gwlH5L3Oj+0ryt/qA557uA9PhMD7nvbjXrgmZSu2ierjyfUreLWHdkB35fPaO8AJQATevvlFlFmuxdJY2jAtHR5qKaJl6jBbf0PWK8Y7y+LGUYoaSG+NfLo0qGULu5LwTgx7kO3pot7YMA+d9pRvtZhrxbJ8UTrT2WPruPx821MFZfsqqV1BRVkB1TSF0B8bB9UP+wUMXnMe3X5Uwec4hTH73EOgClINnfC3eFY3UvFKoBstGoAC2e3s6/AE8/eumT3uTvRP0HYVMZt1BLzDl5Q+5ofJGPl4/WvUFtWcEN2UOnUpCvERPH3pJbirQQ2aLL1DXoky8jsaOpB1TRqToguyS9uFHFdCH9/trK15UKCV8GbpxtPYCK0RdIMIffttriqz3pLN7c4DQd4k3Ppy3paaIUHQRoB4mwIrnyghMr4WjoNs/lrL5uF/Y0fiOp3ueyryNY9VbOgF9oO/7v3LqXx/ljLMe4OmHj4MDgFLUYdADqF7EZrNOZuxEOa+E6NxyVCHfFRbwl7rj1PEVoJXAefgxZTg8B+r4jlTHm6jJLJlONnyH6EjkK62w96cTWideUS5onr+yL7+jTbC9YT/tLUhSWRgbTRR1FF0FH+0Cmk/oWNevM8EMwgYXa//XDQphtaucUwc/xjp3Z67pfwu9+6/iaF5i1PXv8vBxfZj+6k1MO3wjt879O6/NulhFKEqBAsh/8CpG9F9Kz0VuJr7YO0HfVcgW3mckgac/Z6PbDTuC78YKPgiOZdTRX6jAVlCnCItQdV9O1+o8QoardgJE9rCKVpQP6lxqaxQo01OPumwk0ycPRCb75WVaEqnmRHZHbPhQd4wdjXJptFeXHb38fDpWNxaOvTJc213kx3H50dA9dopInPDSFe/RjmV7tMtOrfpxMrAPXLr7HXSvXkXdnHqOnfEKuy98i9smHM1fdnmJMee8yxEvV7N8eHcmvrU3x29/EMFRazhmxsn4Lq2EPrD5lm4+W9BPhJcQM7UL6/jjgZNhFBjnPsPR1x7Klq4vlQ5wQahOKx/naLE+v52IFAFPxA13Nowl2fAdIiMO9ymhAOcTNBtM8hKFgdpu8bxQOUXNdESoFBWlst+tmmwSCAlDn47xalOi0xqJjKgahHr2tIabljcfxbbldGPSm4cx3vUIayeWstfaL1j9ZiFzXxlKTUMTnb6ZzIbHZgNQ4tpIIbAoqN5fHKhj5KBlTHnrLqrmduGD1VtxyKlHU1ed3RdxIb4MORHmPt9EJ28lhy/sz6NjzocFqOBTPeoSMQz4spqQq/zGsKXU4By1qcd5lmRrfRnb0uMx1mVmApnpeB+Lw72Ir5RQ7PCcCC9n4t1HUOMUbdJNmbsAA6zfNwB/hr2uidQVg0a6oLpJXgRN055j1unYt4uvABjFald0A/fIJrp+fz3r97+GLhct48nu4zmoYPeIS3e7TbwDO1P284H84XmpHesn5DpugjThIs9opGbihWz93TJ+eX0o7INqKfQYGBc0YR7ugqYKlEBoomW6sR7nmzUnQSHiKzKZJ8CkvZCQgWiHc12wHm90KjEc3ZRZpxhXQL4XFR3rhRII2oFdpw1TQVGERzJTl05p2liIMX1rmmrcWA++ezfQ/5PR1M/3sfyavszzbM6Wa46M+NamJgOjsZY/815ux/oJAjRZw6K5+Fzc3nx+WTyUgq2roAGCOxt4j6mn86sbcBUGCU20ccpk+HCO1judO4mwd0lEMb8QL0R8JR2nTZ7rRfYu1IVKzyKM9/bQxZtOAiW8kbOLTXda9bWERFkn22t1z8FNvW2yEF3bomcs6kd7v28ezuLLaXlNgAl1MOy6OUzbby9YqN7+f0/cxxFPXB31k7qsWIXZkHUBfSHJuPrez8KPtsJ1dAWn1h5L8d82sPnK37lr/FmMvPdTPv5mL+uVWng53SzqVmbFqGuLPt7DBVhrN3PtqTsN73uaqWTDd2iJpB2TjqQcFW6SI15cRL+whftb6X3RHbpuBkUu5flTY4JZD01WbYfbA03rgHWo2g5LMGQk+oZAz1JMxPIj3YXbHe/1ts+31sUIuXeUwP3vnUHlj038sWoAA19+m0v+t38C1lUQQhz0Yz/e3X7hpv9/e91T/OfS83liTCca9j6ZxpvdqDBtkNDswgqiXwsarNc20TwtWUXkWY9NtG/2YmUr65IpZFbqMZa0o1hNpJzsVPXOaLf4ZLWPaC0VF83NfQOs8UFVN2hwQ5EBhh/WFYA3X5WFrahHXdg2ELrA6VqwWFqPJIrWGvom00HaQ4dSonp8qoc3Nv6FYS8+Ro89v2bCd7vFaf0EITJ24bUT8zls0VWs/ehECgdVsOou3VRU37xoy4gi1HUg3HjVD/4A5HlhfRWwgtCNG6g7jXhP6CkkO2q/sq/fo6Qdk4qT0MrmXaDTfbqGy6mvXyKIlGJ0el00qqF2jYp2rW+CbYCt8uH/2Tvv+KbK/Y+/M5p0l25W2Us2yBIQQQUUFReouK6KG73O+/O6rwO34r7uDeoVFHELCCqIAgIyZJU9O6B7pM34/fGcpzkNSZuONEn7vF+v84ImZzznJDnn83zneCBLP0ONwy1oZAxIVBAXb8Vfa4pNCRQyJb8m5GfgY1zyMhfDT49P5Ke+E8lOO5W7V2djiYNBpo0AjOq7rxHGq1D4ZhVdOGXKTso+iKJobKTOECWzd6247RkW3PGlcokAWwy0joNJKYhQBn2WcHN+FjSU5ndtlOWrSfEmvppjOyH5kG/qr5c8pj8Cw5cocOH+nOyIGWwkUALL4qET8AMcWwoiBpGRVFObkcbG23enktCYIdbkapToxa/+XHSxKibdqutg/eFrWL8B2u/YR9TYtVzWpRDDs+MZ8ugLLN/YSENXKDzoPa6Evx2nMu/ACNgO5TfGaz8zaZGJwW31NiCsWfoJms7i388JP5sRvw877oLLgZoYmQiuJb4xsBBursfaaH5yUhEkrLgtXPoZYFNhpm7V6H2t5ylcyrRFm91WlWiL8bK+r8KLjYkVd+ZlCpi6Ahna37Jwq6/g9qbChH+ZVvJamT1eM7p3IxNQ5emUAg7YvyeDgt7juX3yMyReN4cX/tO7MQauUHhlr7EDFJRR8qsBY0cn5pRKXRMHmQEtf3cyUFFvjY7QFissN3LCdb9CZApYZV1B+ShuqpAMRbBR4qtJ8XwghbvhMRIhOOIQN5xgxK/VVG3aF/6UsPDy2WQAQ4D0mraTvRwb+1pEIgSWVCFaP8ae0dAqXvtbJhZoN3liaXoRFoHvDg6e6M1aUKW0jAZoRXVNiXiLJLj0pg+hI4ycdQGnfHILi99ObazBKxReKV58hEuvXkqs8wd++vREIjpWuucJFsR39VUXhrYWMMhJaKRu0X6fbcV/Vww7UTSNt8n7ViDFV1PX/wsU4f68rE7zOpuwIxwvv8xIC4Wx15bJ6GubmrAhztHDMmYC+sKIk1/l96wbocwEueA9EFTGV5XQOOZ+We5CIhv4xgmvRScjrIvVXrPpxmPEbTaqLQOrMdCbqGpDCmD58NEsAGYDzz14O5vP78ZOWycWXzpJFA/Xrv9r5aOYNWMwQzZ2Zt+Aazk4bXUjn4NC4Z2Pbm5FMr9i2L8GV6RBTAxkzH00UGHHdV8ZfBMPPxmgTDchNAKdgckuInIrqJxlhYMuMBSCy4j4gjdlyEI40ryukbJ8BZVwyXSUAeyyJ2AoCK8o6lfotK7bxABWoaGMsO7jK+EXINeljSEW39cjBv+tQL62l4Vd9chZtQH2QXTnEoi1Qv9ERBCvN2QNtUAgWz/5K7z0hSdluyGzeC0Svhx8Oh1fO8DijyaJISdQ1Sx7878Hcv5pG8gb8TmlT27AURkuvyFFc6DDiHhOSt9KeX6U+F72BaYgLLXLIhjccRtxzxUw+q6l7vBTE0J43QDmFW8QN6UIlgD2XFFQGCPVy714o6GP6ubgzmxecqV5nU1I4/mADodA+2jc7qymzJKrjYbUB6vLeUihqc1M/4DyTVEe2eDS9err85RFFuti+jcjRJe3scrPwyDWc0Dp3hi4EdgAbkHoDSPVXZeNgXSx1CXWTq4rXaNGMBmI7FaGabqdn1eOxzHeSa8BG4XoGoT4txQ6b4iApVHs2BTPkVXBavGkaKmc/tdXpGe+i7G7A9LAcJKTqQvPgjsg6f/WE/3YaxTfthRzW4cQZ9LrWAx8AvbR13H0hhRw2fFd08sbapIhCIfnpn+oIqtNhme9o6ZO+/cXM4GJWWoMGlqU1Yx/BW2jgBTcrXQ0gRALnA58DjhcuOvn6Jvl6l/3RP7UfL0vg299nWOciCcxxYqvTw9Ev7kSYCmwVR5bjsdXbzmJk/o38JaBxXX5PCxUtzwmQVIE1nNs2JZbue3HJ7gj6kW2X9uTce1egpS+nHjSz/x54VJMBjtFtz8CKdBx2xvseepgPcetUDSM3LueJaW4iAuums2DCQ9z4vDzaDvESdYqF0u//JhB63ZQscAiwhLk1zQSuBs698lk15ndoMCO+OGWIep92XFn8/m6P9Snv6Oe5lDvK5h9df1H9XYMaUJNeEUR2i1zomn4uOrSSSAW0tJFk+fzjLCiAq4D1sj39WOxUD1oPN7LIt/z9X68tg9v5xhNVYCJIQZGAYNh5NdL4A/gC2AruMWdRfevbIXkDWkJ89Z1wRv6sevrE/mDNAHI/Wjfs+4Qc10BMT/k8ZZlOl27XctV99xH/8fL6RnzBpv7d+G7P2bTe/dJEHEIZn/BWU99WIfjKhSNy6cPT4XjYfjg5fTpNo2jR6xs/CGKnKPR9D1pOqO+vhbOhbSZB8U9Iw3oAx3P286Qxas07aBZt2Nac+zvT/Vk9E2oPTfrj7J8NRn6H5iB4DVm1iObWIc6jZWt40+WoxURg5QOUUmQZBATUxdwGqLVUCaiqH2lp5XLn1mZFGBOap6Jeo41AnHDjgOzAU6C1ice4PCb7eAo2qTZhbtFSSXeg1Nt2hib6mfv2TsT3CI4TmQ2joKzLl2A47SjnG2cz6Tfv2LN5wm8+3F/5jO22pbRl3em9INdTTBuhcI31uUXYxs1x+f7/fMmsufdfApSTyfxyzzyDIn0evYvttw8AIvRRkWpFTYj7iclu9D9iBG/TW8W6YZaviqoX4uiUKOc0Khl6BvVXihkCbbf2kjDAsGbivpkM/qirte8BMrscCAGIRaMsNJAx6d3sCevK6wD3tfirnBqi0kbrz7jEKqL7RiINUFxuTYmf03oup9qIhj6uTi8o51H3UEZ+C5djd76TeozEqVYc3lZr6H4KrJ67Mx18mlfsGDluax9vxMXHJ3Ca6t+ZcKc/zCfkcesO9y+kiWo0hKK4FKT8AJYn/gDAJYBu4n47FxWcTzTLB9w2bgP+XDOZbAdLRlaFnKuDPSQCU2PRn2w0BxEpHI7BoVgXXYZ/B0OwkvvpmoM/L3mcj0bQlCVIu6SRXAE9szsCmsRcV8GEFa5GMR1jUNYOGMQwiMad1amCDQ3DnYx/YXXIFWml/sT/C7XMQgN9qILVyuR6UgMbq9n1b01UtsmupbzlpZPOe6G9n2U5yTrjnk7nocIdsKCh88lrqKQ4wfv4Lj1Q8n6qgN9+6cw8sZjK1ovmaOElyL0aWsRVu2pv1rIXZ/KiLl/MKB4Pb+2PQFDH6con1JRAI7dNH4/R180h4xHaC6yRVm+moRgVhsH/wPNQ4VAxJ35c+PxFB7FVPVkwyS0WBbC5ZiirVIE7rFq1iNzjMh0OqJ7DbGecyK8fd/1kAPiJlJKze0/9MkPFrAbYDpwJxi6OHHFGzFdVY7pe6hYGAlZBs2YZQWTBRyy1YmnhU323ZTnLat0e47DH1eHv25hH2K6Eormx0MyXGz/ggX2C8l8qiP2NxP9PL5CEVoMmWxnSbdRbMlKwLnQBJvhl9Su5LzdDeuIUmydomGHvCfbCXU3mqLxaR4SMqxoShEkLV3hIrxktfpgmce9uSZLESLMJYY1EiG4Tga64e6m1BoYZIB4A6RAu+l73ZoGqLJaObR1jeBuwyMbcevP2+zxmmyYjTDKzYYOQ/ZAV3DMiyRj2m4M05yYxtvFeAYAN0k3pLR26htsS+EVAYZo6BeNKFbkWWDWszmwt8UfPCcgHpYxG1AOFy35BDbB27OGsXFte864JcvP/SsUocFpAzPp+1kcMYl9aPvTAVgE7IS44xJgG9iej4SSCsRMrlDbqql6L4bLs6A2wv88VMB9k6CPs2mqL00M4aWtGzO+y5NIard8eSZBeGYgJUJKSlVvQToC5wHbgEPAcDBEOWjT7QAHv+0gTucXsIwqp+LbSDG5jde2GyreYytakUVwx3141v6JoFq/Qwziv1Ha/rTat5abSqlIieaKvLd57/np0A06t81k13+7gV3/E7dTVTG2vwV2IHTexcB7QFkZ7mD9xopDsXLsdzGWquQDo/s8iEVowA5Ad7CMs9Ht+NVsabMQZ1OExSgUfjJ0ahGrPjs2iWfGDzm8susl+MEIqxFW7gpgBhg323EuKkeIrqOIWYenZTpQAfdQvaRFuBO656FKTYQM0rvbFBYdK+IpFk4frQxUDya1Hb8CcouhtBxsLmH9egeYBBwAZoPrBxMHN3WAGEialg0nQcX+SCEm2iPqcqUgql3LuqRGKUCsECfjr/RLJMd8lkbc2qhMDK3i02iMfUr567TOMAjajd1L2cVWzbDmaVGLBIMFXJD+wX64HYzDK2AMuCcJZhonMSTi2PFXZXxq4zIBidB35lqsXWxVxrR+Z62j4sH5jGz3pBJeipBj1WdxGEe1oz8HuOmclWA1cfxfp7BmfQa3T3mC2NFroT9CVzld8FI5zkWliHiEItxB403ZMqc5RRqFdwJBOD2hw5imqE0iXYzBzqSsK7IJdKCPURP+/AxsVCkdiuBQuSiieDVCfOUhMpg+A7bB0UNpjB/+kKjJNRVIhTaX7cf6dBGRFxWJya3sex0HJ775ExETbWDQiZJjMLjfkl4Kp9j+5puew7rHwfrdo2h/6V6OH72Kw59kwFjIuH4XmHSCxwAkA1MgNyUNfgbrgkpYLq+F7CUpEwLq+/21UOvN3gTpt+7nzuf/xcY/rdjSrJAEI4Z+yYZR8+H3zbxlG1zP4ysUgaX/4UzWP/EmrrM6kTxrOFdEfMSKrf8mcVExlQd7ia4TzjKE2CrEbQZrqiB7Raii3I5NgnRheXO/NAayMnq44cfDuVGorb6Xt88limNFWzzuzgT6GmkG90txCGFzIYwY9xmrC8+hS/8t9M38m/n7ptK2w0EOftMa51IzZGvbDENchqW4C9RX4XIfQ+ohtKHJdorJQE8gEa785+skJuaxJ609RXPzWNF7GkUTUoSHQ99vuzWkrDlA7vR2sBc4DOSjqxcG7pphUDc3pIma2y1pcX3SfXoujGg9l9QTdvPV+jvh4BHok8yAIT/w1+gVfh5ToQgCGamkPHk+uW+1Fr+fAoTGSkeEFVQ6cFeyt2mLneouRE/3WSDdjiB+x81B/DkJ1ZITyu0YcgTictfU2DmUiaRpxl1bQLgJ75+Lr75rUoDoC6y6hCVKlvuKAHLg9zenYp8XgX29k/VD+rL66GD2b2yPM8ssmvG2ARLBWOwkLrrQ7WHUN+Q1GcQiX5PInt2yMH4ekAzvrr2O+KQ8uv+5HWtqJ4oeS4He4r2qWHstvqqgMJmY/+QR9XIhTHZUJXW6zWsxuuvnmQDgjQjESdRkfdXcuyZgBDAeHr3531z0+EK+GXArT99/E7+ZBtJh0jr2L69v6yOFomloc66FLrY1vDn6GjHByUb8FjeiFWGWwgvcs6q69HQMBM2lSnx4y5fwHn1YIAPsG/tSyyy2cPR7a0VLQ4K61r5xUX2m6nS/7nSJ2K4+CO/CdqAAdq4bQOZTfTjr+s+Yfv0rPP1/t2DpXiqaRR8HzslG0u/eJ/5Owt3eUWstmfzhYfGeLH2WhIgdOw9oBwyBKbNnQz8YcuEy3m1TyVtTnfxtagv9IOXj/RjiXSL2TPblLgfHFRZi3qrA9n0s51/xmbDAJeKhV026jXAPqmowkbrXaupLCVU9MjFAJMT1LCS+8//Im7QI17x9PGy+nvO++4KRr01nb4/5jBJ+UIUiZDk6+xArr1zJvc/0dhuMHSD+8EygaXZOphAgVJ4jdSd8Rx52NKZIkg+xcKSpS0nUNMvz1UsRajdn+3h/G/ADsALhJTiI6L/ogKNH2nGS6Rdm97uImVP/T2Q9tob0i3azx9kNzhd/0wohgmKBHlAQnygEl3wtWvzb7tKdnPLK96z+10Ampn1H3C3/4Wj3L9iTH88t//yZce+/xatLR1P+bgLp7Q+7PamaXnJWGsn+Ox3nQSPLYkaTfst+uByh6c36oHgjwpol0xHRvVdTjJpE9g3VrWcD10gjcdcOw7njDJ58awxnb/+KrmddU7XKgrv87TmpUAQH2xEnEU+PJXvCbcLVqGXpCkLVtadNgJoF4Xse4foEb8GEq7ULGq9HY2PRELennNGWVH9ZGsaciBgQLTTMcmk5ie33M/O4VNZZfiDPkMBFrT/BcI6LI1ntGdVnsdgmGndYWZT4O2pHOYYOmlWtm9gfJjjwUBcWP30aQ35dxxMrr6AoB3buEfFt9//rZNa9d4gJvQ4y6KYVHKYNhl4uDANd1T3V0cBIeLj0QW7o+SpdH90gsjFN2jpmhGBLBOMlLtwB+XKpCbmO/jq7v7vF98Ry4NZOzPruIe59fyfnnLKIiHBoNapQNnh+0AAAIABJREFU6EiZkQFr3+LIs8nsmdOxjgYubwJNudtbAkp8BRxddfIG78efxtChSjBKSdT0JK9rhqW3lkyegbIeotiCiLeaBBUJBi60z2XrLlEaf+s9WTzZ6hpWZvbC3v9R1qYtp3+3tUScWwmDEW7FWET196UJ9H/oT1Kuz2LI7GVwCeKrEAHWs4o5admHFJz44zGjW81AnvjP9fz64QToCK4rDVijSyEN6OUQmZidXBiyXLyY+E8++60n81ZcDK/Z3MdvC5bLbER/l48zuVTzouvP07M0hr/CTLt8fwPPwc03vcHlW/5L1z2TiGwdjjGMipbKoegPYc9+jhw1cEXSU/Tq+LfuXf0jNpTa+4TrBN6TcMvud6PEV8BpjAeJ7BUYrgQrxsvXDcZI44/H41ipCAFzBFgOhmUR/C9zHKtGvg/AvCfb0/GyOxh6wzQArvq+kinnzyFy9TIRlxuPcDPGgDHDgd0ZwRk8ypGz5vPH+OEkvnGYuBGF2HbEsOLCC7F29v49O7A3Vdzzu4PR6eD8B+eSNO4IA47bwMT7FjBk5T95Z+hIbI8u4Yfif/LQmLv52nqGcHMmQcZDOxh24QpKX2wF/WN1ntq63rx9uCdN0CYuE2LgwddeZVTMSgwdwvm7rmhpxFLGoJMr6TlkH0u+vpAty3tr78gJZ5TuX3/c9E1BOPT3bd4o8dUkNESA+crGCweC2S6opmsWoLpiUtPFIETKHXDb7U/D8fDo6bdyddYLDP3tH143nXV8NBm951F6+ShoB927bocnXcB+nNEmNm3KoJhYXOVOInsUUF4YR9+l/2Zy2W0YIvdzxpZ0Tuq/p9o+Y9u4SIp00ea0PaT2+5UH20zn8H9+pXXEXP7KGEjB6iRGfNiBK8dPJPPDfP798In8fmgkZ65YJOLO0mCEeSXZaWnEnFAMTyJcKlVhdP5+rh7raXVeiYUTLn6Kgc9ugX5AcglvxxylbGW+n/tVKIJP0ulx7Jt6C64rouARtIB72TtV/lhkQopMT/ZFU7UZak6Ep6U8XJ/qLQRZFyAcMRDc/lu+Znb1HVMNgfsGA2QgBIs0UsaAcb+dhVvaMW3qB5xW8DkPje9V4xEe2zmOC7+5GVJhe1p3jEcdTL7ubczDjxBZvo15/7Cye1s89143FMeEWaz4Jo1LtizihIsfptOoufy8vmPVvgaznuJDBmb33svjL59NzlmLyf7+KIvntufCnC+4PfYytg3J4I0T3K7Tj7KHcOva22AXojRFLHz27TS2fdKbzpG7OXH2UlEeQ8aD+WUB8/K+garnUNHZE9j60S7Glsyk/+HnOH/otlr2p1CEFnu/s3PLrEtEfS9ZwNgM7smn5oa3JkPHNO21UBAMoWCBa7moIqsBR1+Ysy74048wlGlIZfSGImtSeRJB3W568T7+L9FmsyOjsc4oxfZ9tChYWgI3vTeLX1xjyMg/RLt33+ONd/rWerQ+ZHJg/r/JL+kL364i5oFu2Ie+wH2/HWTOvWn0bLWb+e93q8P4fdMlI499RxK5cuw63vh2oDh+fA5xd3dibcz1GL/4gbKMKeKStYWRhrcx3tWRbR/1Ifu+NiIm2Im7VWQVLnze1GWR2Ai4pP1bJFxcQVrJt3yzswcJbewseiWJazLW8OY+VdFeEV6c16eYz9s8A0egzeT9HFrbHr5DKwuo/SYsEH97HoVPWKm6UVBO9Qh9B76LqTZWkVX9/pqDpc2zN2bw8afIqhJfASUGd9paXYgmvAvheelH2OTH9xSuRuruboz3+FePLMQVAwaTqLf1LwemGBeOP8yiztdwIBaOP/V3Rox9hFeyhtZ6xIy8Sznl08/Y+Gcx4zJW8+bzg8g/2jTJCrdev4Y//n0Vf1eM4OJBV/PdUy+T2GodZxWu55MTz6T//95k0cCHyb83VdSX7Y0I3p+L1r+uhp1L4SUvWwfIuPhzXu/xCle+MZGshY39YFEomoZB6YfpcWZbPm19F7dmPMm78TcxPG8llsV2vv72TDFBMSNKUQwAFpZD2W68i6+iY/bvRokv34RWk20lvoJOfcRXuLYKktRWBT3QyPY1ntRVAFu1xVuWqV7IaaU/ZDhHCuJeakUIk67AkW/4bNLzTL16VI1HPPeaneSfNQTDOaswO8v4kdqtZYFgyDWVrH4zguRVF5O+9U9eePsBFti60/2CAu6Z8iXFl6Zw4x0v8Hbltfwj7R3emDxDPDPkncRThOl1eCRu10xHRGHX/SuZvGMWC1b2DPi5KRSNTe8T8tnc8VTGJfzI7ooMznUsZdm5l7K3bCSH7uqIubsd4zAHFZVWjH3tmH4opPKTbIIvvuyEmmipP6F1Hv6Ir3B+yocJdbnE1jquH2oEW3iB95IW9bEcyc/BU7R56+2IEBxliB6J0bq/gb4fpbFyfkqtR0zbUcAXk48iFFvwWP2msBqaT3+TaQ9tYvySSwD4evmvVF61DzJS+CDmCrq22cob180Ql0Srmo8sBeYNz6zwCohOWk9pu2FszBvOi6kf88+c0wNzUgpFgMjKisO1YjU/kQSU8GfbVOwXVXLo646QDnaHGQ5lkrIjmdyXW+G0+Srg3NRWqHB+1nhiRojJ8EEF3Accfy9xFOFcs8RtJQomFo693jVVsfeFjFeTkeVyP5FUz17yQN932g70gaizi9n45FDe4AWGT8jmttYf+jzq6z8NquM4A0tWbgxvz+hS9Xf5ggLm3PgodIDitQkYy+Bl82RxuSKpuW+8/j3ZrWgU9L+sEN75kDa3xyrhpQhLjuysHiKy9GAnhq1dyPR7Z0FPSLijgPS4VuRuTQWbEbdIcFHd6hXsno/hTPhJGeV2DCgxiId0bfFbsj5BuBIKFi841j1YkxqobT/SsmXiWMtZjMd+DdUrxkdrh5a1vpLgy8vO5uzK+USnbOaTcaNZMHo0fyyOZwONE0AfaLpbjrIvIZmMfja2b+8Ir13HefsfoOLafnw9ZqqIH7bhDsTXx93rL5XWKvKe/BPZPqw9MbFlvPfVQOK7mijc0VziTxQK6HpNLL1v70xpFytLZk7CiREWAOuyEH3HHFSvcF9JzS2JAhEXWZObM5wIraB7f9yO4ScXwwppPamNcBZetTVTbio8hZfsSVhX4rVtLbitXXo8+2oajv2Irbg/Um0ye/aSLyHbgL1jewoLxjF/S5+wEV4A2yuSqMhxsuOnCD5b/g2RZ9zDmHd/5t9T7oBUuPOnR2m9ZrfoTSkNhJ61bCOo6sm99eD17F0Ty2ff9gFQwksRtgy96lg3YsLaqzn5jih+XHoax5VswVlihNeBrTZ8Z6cEoxdkOGfU6wm/BDVl+Qoo8dQe6B3OLYMiCI0fbyzVBWB9MhuNuGO4ooAEMMWJCVVVOIHnT8VQPZ/CDBETK6jco7mP24lhXP7sW3SM38ULrpt4bN8N3HTcwDqOLbQwW1zYK8T1/nHcb0w4/nMeuOs+Hnl2Fq4FBlHvyFf4hQy47wCGQU6M4xxcM+F5Xosq8bGBQhEGzJzOktvPI733fs5a8DM7Xu5BxJpKEmbmkftmGoZtLlwDDfB+FpCLO0BSL7hqs0IFwvJVTvV4iXAmdILuleUr5AlQpfUmwUpoCC/PRuNm6n5dI3ALL1mZOkLs5gHgY7RwPIN7MRvEJjcDCVQVVq3MtsA7LqKvLeWE+xcTMbGSj7oe5pGYCH6xjwh74QVUCa/lH33JPXPugeGxPLz2Kc59dI6w+PmK45Wva1q5y40bMXS382YrJbwU4Uu3y61EpaUw7vxV9O5wCNuuvfQ8dSOVGyLIfT4N5oFrgwvez0HMTKTg0guvYFi9FMFEWb4CSgK+M+08suXCimBXr5dj8Lx+/haz1Ud+e74eq9tPHLQ1wHSwbivH9mOkiGmSh08CzkVUhK9E1PaKBdrBH5P60PnZ7fz61VA+TL2OM5a9zjWnja/rSYY8I9vs45Y23/G/FU8xMedzlr46hTk/XwyHqB6GodPDpkQHrkEGkt75P3KJ5d7UX5mZc2IQRq9QNBIdj4O2F8IehGGrAoRrUQZBlmn/L8f9o9BbavyxQAXC8iXdoM0Bz7IdwUNZvoJOTdmLTVM4s/ExEnzhpXcRSvQV9WVFT7nEeyyxXrY3e3mtTNSjMgG9IGJAhQiizwA6Qbcx22AAXP3uKzAEUXQ0BegLv00ayxePnMn5ncczP3ZnsxReAL8dyuDCNdcyz5rJwV3xzM9MYszni0QboljEV0UKLyMQB45YE3ff/x+enruZU9iqhJci7Bl08gaOu2iT+I5XVbWXwsuGqOkFbqHjGfMVLNdfOHtfPAmvagFKfAWMmmqo1OSbCWVkefJgYubYBIUoxFdZVjqN09aJ8bKuJzI+TF+YVWc92ww8A7bsSKY8O4fI08toc8t+oh8oJnNoD5L6ZvPFmDJIAfPkSlHVPh9m/vUgnxtalqj4qGIa9mdGs2dTJ3EfNCMuq9S60VR1eJr58MNcnf4J1gWqlZAivGndvgTz4UI2z90kdFY144t8wUV1y5UqK9HSUeIrYNTUEDscL3uwXY0yLks/BjmmCIToqmsTcrlPX7M/kwgcLwY+gI/PuoLy5VHkdE4joXMRV9z2Xz4bfB4nbWhL7OAtnPDWnUzIvh3GQe6N/+OS/75Xx/GENyOWzGbEg4/wf3F3iur+rXC30zQjdLtWii193EFmLLqYbyereC9FePN/b29nVasXYd8F7rCEqomqCbdVSy+49JYulenbElExXwEjHndql55wzW6sq7BpLCx4F0daYL0xBVytwFWKuKFVUPvNzIL3gqxQvTaY/KwM7nJfcQiX2hhwOE2c8X+f4LzyBwzlNn5YJirTxz03BPujqyk76v9ZNieir+/DpAcrWbZ5DIcfaS8+FjvispqADDiu7Sw2P1MQ3IEqFI3AKXNSWbxgBubWdkzz7NgOR4pbUHtgbzEiABJEsD24XZESf3ssBqr/aXPp8eiZPRo8VMxX0PEUXuF6uZvS1WhACKBYhNLxJrxkpqUVnJFwchyYExGCt5WPbWRNCCmKa/ssvMQPyNhUI5x02SIeaP0w3++ayrhTD1cJL4Ci21cTU95yG0VP77aY7SWJHN7QXnyMeqtXDFAJm9cO5nRXf/oasoI6VoWiIZwekckfK9uS0f1tBl/3B3EjisQtqBViknarvI/oxVaouRzDMQTGG6FQb9J/lOUrYHir8RWOVq+mqF4vxV1tpSsicPdVlA0F44FU6GQUfRUrgRgnFOZTvyBW+ZlFUy2AXx42HkxX23BssEIyjLrlF97Yfw19zp1Wj2M1X8YN3s3Ojx8g+VAOa54cLp43WqenxJg8zoi5ge++6siR7GAnbygUjUPZg0/Sve0W9s/rCONgYNyfrJvbH5bupnrnec96VP5WmQ/UhK6C6uIwnAmNWl/K8hVShOPsorGFV5RuidMttRVrNeKO4NYLL0kxGJxwKjAWKJLB93XtlymFgL6H47E4PrHCAWh1QxZrEgYxccVDdThGy2D5/m506bGFv9cOEBVXYqiqcJ+XmsiOwrY4uiQHeZQKReMxJfNCitolkD5jP116bGHdc8fDUln+QAqv5lLQVNFQlPhqMsItpddbvJq/WHA3OdSLLLNu8RcT1ctI4PF/LcJ1lwFzn3LxpwvcWY7S3Vjb9ZfvR+JVCEpvaIS2/0jIfzydsmfj2N/9Itod/gc9R7VcV6MnFdl2fjWsYEiPZfTrsEF8HDLjsbKEFfNakf+7ul6K8Cblxg4AxPaJ5K5zfuLRwbeTm21g5zu94Agca9XyjK0KDUuNoulR4itg6C0zEYTXpZalG/xFlnSQIkuKpYb225KBQp54iqNoMBmwfxUp7nVRgEn6CSWyPlkk1T8b+bcsYeG5b12wvawQ0h0RTNsGGAJnPTuDdzMvYuvyYCUlhChGA51TfmNDSYqwfkk93jqKt7K20WmAEl+K8OZMpw36nMxrfd5nzDd7ubngNdrFVtK/x1pwliHElRRgFRxbBLQ5BLqHEuETxqBivgKCEVGNU+IrYy8U8dfV6NlPsTGpyeoWQ3VRZwQ6QyujePl8RKX5JUA+iGCjcnw3G5SZj96OZxAvpwOPAB8hqle3A/rnkv5EEVnzOsPsT2DBljqcX8vit0++ZeTOlcISYAAsRaTMepTcsvC5USoUXrluIpFD+1D+WDyGAy4wgcthAEc52HMRpnhZTsXGscH2VaZ6PwjkZMXfuLNwIPjWRBXzFTKEi/CKpmZBpXchBkJ4SetUXfddDPl28XD/Ggwnu3ShFXKfcV6WeDBGQpKRan0b5WJAWLqKgdfhpaVXwxuQNOcghmdfZpxhCX3/eSNr33msQWfd3Bk1bZKwfGmXPK1HKeWWcIyBVCiq88yqOyi/Lx72gstmwFVaDLZcsBdwrAjwFF76WDBFS0OJr4AT7Irw/mDAdx0vA26xEkj8icuCY12ZsiWQVufreHAtNcCz6DSiD6sWCFFwBcJQafZY9J7LHLh5yFswE5ZYJtC/6wH+F7GHjVlpDEo5z79TbKF802MObFgjWi8lQW58Ko9mHgj2sBSKBtH17ak80H1RVdUbd8SCA3dNL2n1Co36U4rQQYmvgBPqtUd89WrUGvEFvPm31cfxveEpAD2tJ2XwFcLl+D3iYW/VVjP7sGpFgGmAHRLxrpMtiEsg27OVwYC7N5KZejyFo5+hU4d8P8fecpm09WIm3LpOXONoMNgKuS21Y7CHpVA0iB3TP6Nr9NNi4tYGJu7+EiGypHtQlm9QFi7FsSjxFXBC2b0iq1/qMeHujRhIjPhX7NQXemud3pzvgjxgIdAKLDNs0BrR+FoW/JRWLS3Uy7HQLELCYnEH1UtNKrWnrHbhEP8vGXU2Z86ZxxGzKpfgDz/22kvK0EOQCqYEF0ajehgpwhODCUyakX5McimcBVcvfYUfLj5bW8NO9Sr2voqqqmD7lowSXwFBWrsCLWDqi1QS+kxCM0J0NUXGntYaqE5WQWm1kuhFo636ay7tpaNQEW0VQfjtcYsrmYgZow0jAUjGXVg/GeiCsNTIdWNhSJfV0Bnalq9kcM5LHFmVS9FOdQP1h6msYvLL7wvxlWbHEOoGYYXCB65IC84hg0ibmEjC9kxOvvw73jp7BvxcgchohOpuxgove4FQCAxvnoTHzUWJrxaHtHZJi5y3htWBQpqTaqtk7w29y9FHLa4qNKtKOZALsd3WQwbuoO/zEdawKKAtEAvJT2eLdRKBNjDl1Y/d5RESgVawmiGcGfk17Yvms+Z9CxvOzazHebRMPmMo3YdvwNC6EnNiIXaHuvUowpNoeymtk4eRnXcLv424hJ8XnwxbnAiTexnC8iWzq0OtlZAvVOZxUxPKPrFmgD8PGK3nit8fhb5Csh3/YgkiPP6Fpi9/If189UF/bSJq2I+x+mpmYCt0n17G2i0IwVUGdAV2IaxjKWC8qoIjK9OgI6JbETB38TRIwp2BHQGUw9cVZ8I5Z9LzwUVsPW5ZPc+nZZJ97xFStx+kXf4+/jbbsdnV7UcRZqTFUTrjDko/B/bA0nvOA1cpIiXaxrHNnZVlXOEdNf0MCtL6FI1bJfhLhG6Jwl25MrqG9/Tte6z4blgdKOra5scT6QqtLThflwkZCxnX7oKOsHbVUFKnHcQw2QGj4Or7X4K+wElAIljX2Ln81Oc5/70PoC9cfMkczrvgf5AOpiF2SHcJ42AsnDx2IezeSPxTP2NQQbR14peSjljeXYWxvFQJL0V4kl1Ez9IXiexSDqcBLjsiwF72R/Ss5eWrvmC4WMQUgUKJr4DhLXVOBolbCMyl14svaU2TFdyTtSUWd7yXfgnEeAw03Jwt4+ZqKkUhhaY8rAHyYd+rneFnSLVk0epQIe1H7yP70iTuy3yS2LuPYBlVDpOgl2Mr5674ia8iMxnyjyVk9U7mcEYqyVNzcAw3Q4ahqkbVT7vH09uym/MSl+IKk9iCUOHPnDbMuGYZndgT7KEoFHWndwdiukTw54h76PP7jbDDhUiBdlDV5qxafFdNAktN3Fo6avoZMDxjkhqS2affp/zI/PnoLNo2iYgAplzcNwtPpNXIhbhp+AoS9RcrDT/fWG0fnlXt9UgBpCvKZcR9b7NDzuttyGnXBsMJTs7+51wqEt+i29DHaPPtiRx1JXLbJy8RM2IXFY7BnG17l10FbVhwkZWeG528O/dGemZshU5ANtAVoo7u4O7nTmngubVMXj+tFee8tZfwKTysUGhUJlEy4CraHLmRkhsi4TFp7ZK1vEqpLqqUdUvhGyW+AoJnxmB9qrZ77q8ufRL1wida+38CcFQbS7GP7UCMUzajBnEDseN/7EIE1auT1hVpHZQNtWt6SGvlKkxx7uHJb7QBoT2jEKcwEVz9nJxz5EPutnXH+YuBy199AcvHJVy0dhLCDwn3D+5StffhQ97lpLLz+XnZCE75+RfsiRZwQNywWERwraKuxFNEH7YDg4M9FIXCbyI6RHHds7t4+RkouiZRi/MqQogvB+77pB5fLkeFQomvAKG/rL76Bvqzj5p6HHrD2/pGwAoDjbAuDjFLs+Iuz1AbsiwFHBtMWtux9QVafVnBnBxbRiIGYa1zUf0Gpp9VSpEYQ1yvQoraxsNvHocehAiwNwDLwVBp5KshF2Kw/A7lcPv/neRjTIJv/uqGCQcXjjiJb745lYn7fiHRkkdaYk3iVVET6aU5DGE1SnwpwoZ/T2b1+DP4IO+fsPZTcJ2BuLHIvrHg3Y2oXIsK3yjxFRCktaa+rsb6ZCL6iq3S3J8b0MYSjRA0/oovPTXFcBlwi626CEZ5feQ5GxDXzQKpJsiRQaz6/VrRB/AX7Y6HXkA34LBuF1lAVzjuso1s3tYXwzAHz0X8i9MTzuBIuX9tnxyYOLwzionHnUz0nBXkDe/P1nWtUJav+rHw1y6kLC6pfUWFIkSIy+jCgNsPEX20FIosCPeik+qNrtV3OnSIJBxqqKmA+4AgRUJ9Lm99MhF9CSKZHWgUlnFDMsJaFF/DNhKDtl5NSxrQG1HBtB31czfKfUnLmeaiNQGXAQlW7X19Q2yPzEkb8DswGlGraxBCBxqAUti8ty/3nPMQzuEzGWY8nyNZ9eu3WXrxD5zYZTm38Xy9tldo/DfYA1Ao/CDeypSyblz93SkMOOVPSveZESEb8sEurfKVXjb29ppC4UaJr4BR10rxsoF1XbfxJ5swWvPS6QOhEqnW67DKXCTFUE1jkcLMCvGR2r5AKJ54ahZgBoQ1Th5Hj9G9jsMEX6NrEuCjOba03VYAi8F6gw3SgXSwnGaDVmByOphtu5QnP/i1hnH5h/OB39iXl9Lg/bRknvojVDs/KBRu8j95kgN72jPruz/567lBCBejtMIX1bClP5TWvoqiWaPcjgGhPppWmmqkyKitGasWy1Xj+62oJs5igNI4sFdCZDyURSNuKJ4mc1/B9Z4CMQLiDWCzgM2IO7tHrqPPrDRq2/t68ErxJ12jwBEwDnLgzDdpk01D9dXlZZYF+9PAtsVK54u2s+u37lR0sEIyOLsYuO6VGdz1wok+ju0/ff7+k97tDzR4Py2Zl7g22ENQKHxiTLTQfmwErf6bLyaALgfiXiYtXZ735tB3cSlCDyW+AoK0esmMPSduM7SnsDEgMhF9FSH1LNqnz0b0Zl2TH2kkmNuA3SUMTVZgDJBdBvujIUfuy5flTM7M5A1HCi+peCKAVuJwBhA1xMo8zk8KLpP2umyUqL8eElkQVsMElIMzxyR0qax8YUV4OQ9rQzPDmL6/8Ev+GHGp9kCJLY6ON2/FHmUiffl6MgePZvm6/j7Os268Me94hm3Z0Sj7UigUoUXXtnlc1QXuXfIC5EP1JCNf93CFou4o8RUQZJNq/d/6OKMCxI/agrt7s2dasqxSD+LHX4m7IGqEx/qejbK1Vj5OoLVBCJaRLui3Cf46BB0GweIUOGrW9hOlHcOl2z5O93+jdg76m06M25BlAcpliQhZ+waxD4MV4gxQKAsSOt3jk3FerQ0iON7lEoeKMIihJAI9tcPfBzym/X+qEz4yiiGb4ZeYMaJ1kAkYAPmWRKaUvMqwmxdwxSfn8PJ/ZnHIEs03nEBjcPWmCxplPwqFIjQYeUYWJddcS8H8eO79uKt2C5PZ1g6qTxaVy1DRcAwul6vZ5cMaDE8GeQRDcWcVSlHkwC04IiAqFcpyEWJFxkEVUT1rsEK3jUl7vQxxIzDh7iUmhZ3DvX+DAXpGYjqlkvHdv2CpPZHyO5cDcHb8Vr5M+BgOAg7dx2+yafpKvmYQ4inBAAUuIY4iKqDSKoaZZhDiKBZR5qEQoa2M2iJ1XTtEL0Wpu+za/qOACoOwyK3TTquVdulswACImVZAfEURh15vD2UQlVZG5Gml5H2XLMZapm0zFTgEEWeU8K/sp3lsfN0+MYVC0fK44JzdpF09gP8+fTOObWaRxFyJ7j4oJ4yVuCe8hR578fwbandF1idmLJCiz07zcp8G91xcrhtqXUdZvgJCAiKYPB9IRagMvXUpCtrHwPYYxA/Kiqg+nwwJJihwaK/pPh6DQWi6NZE6o5dL7D5Hi4WSHj4Qmq07OIo38/2tf1cb3c93XwCfIO4nxZqVyQCkRwoLVDnuurBOoD+wySAsUkmRQuzs0U6z1xqYtw7aXSW2GQRspLqBbhZwE6Kh9X6gQBvv3cC7iBIRdmA88CswAPgLBt/0B2smfEfJcV3ggsshEtLjDpI1NEWMywxkivWvPf8l/jL1Y2L09+wzzAMu8ffDUigULZE5/+F/3wKPIrpXNCftoQh5lOUrIATb8mURu+kVienkSib2+JyfKhIp/5eoQjo5bisLWtVk+dJRm+WrF8L1WB/LVzRg01m+7LhzBHSWr4SKQg6+nqFZvkqJPL2UvG9TvFu+zizh/w4/ycwJKpFXoVDUzIXn7SL5ysG8/swMZflqVuoz9C1fSnwFhOOAJN3fMvBc0tgxXybtNY+aLU+rAAAgAElEQVSYL2O8KMUVCZzggj4bYf0hcA2CxalwtFS3H8+YL/2+fcV8mUSZr31oMV1QPebLCgaLl5gv2fRbK6rqK+YrDRgJbAeuAB7XhnJV9ZgveiMMjUZgAFgG27j6uJkMvesrrvz0bF584CeyIiOZec9IFAqFwpPRZx2m8KrrKJwfz+5PPGO+5IS3LuJLv743lPgKLEp8BYXgi6/uCOEUStmOBhgHZJe6sx0r5E3D2xfVz2zHTojMw3Inx2Y72nTjrWu2o0GIxm7AIURbSvCa7Ti231KW5o0VhsGOkHbJIaJHFlAZZaL1b+vZPmg0J77zDN/c1Tj1pd7q/T+u/lsF3SsUzY1u7Y5yZRcD965/QcyRcSHuhdLMDuLGoxdCSnyFHqEvvlTMV0AoRYgjB7X/YFyI2LA4/KvzJWdj+roz3jCC3QHEQ6UJ7DEinqokCuwVEGnBnUbtT50vF+KGIbMgbUAeOBK1YR6hukiEutX5klYxrc6XFvZmSrPj2G5276YU2Ia7zpcNlq4bK4aVDHSEWEshO1/uBZ3gQHF3DC4nIw9v5BuG+7xa/nLNeWtInAhc1+BdKRSKECPzQBL3l1noeMrT7Kn4F3xjAFck4v4UgTvkQ6FoGCowJiB4ihB/KEaoGKe21GaQ1Dd19fV+PtVmAMVAZRG4yqHsELATEfhVoC2elitPXIhZnpy1VQp3oq2C6udcrK2n35dT+7sI77MSKQQd2vZACjg2mYXgciHcknJxuqp7TO1ANlh7lbPz056wHKx7y+FPMO508eYNL/H4+8tqODf/+LvPIDYZ2jd4Py2Zm3gz2ENQKHziPFrBns9LyJvRihM2LQWTjLeVtgr9JBn86zKiUFRHia+AUVcTsbQs1XUbf8yrpWJVhwsRk1WGiCx1eizlCNGkF1i+jlsI2KCgHHeTaSm6ahKfLsTsUR5Hj9O9jskBZ6IzyvmwAkoBZgFOBtt/tYzNw2D7LhLywWEwcbF1Nnf/Y3QN4/IP08MjyUjOafB+WjJ3DS8O9hAUilpJnPZv2nU8wK2ThtD/tnWIOAjZVaSureA8qWv7OUVzQ7kdA4IUCtKNVheKEEqiLs21y/A++7K53zMBjiMIy1IhtYs2KbBqohCRow3VszTr0lxbHkOecxkQKYb5EVBQwbEWPivVYuSswAhExuUhRDmLSISHMxqO67iRx+Y/iPGPSlYOHcj49Mnk5dS1eTlEz57AL7sGUMCtiPRNRb24Hvgj2INQKGohv5y5MduJe3kRRW+2IqpdGWUHYhH39DLE49OOcEd63k89k6IUiuooy1dAkNl+0h9WV6R1qi65EL7W1wLb+4EQg6W68dUVaWnztjgRwrEIt1VLb1XzhXSxVui2LRF/Z5dSXXjJOLhybV1hXYztUCQ2244wvknPZjqQA5tn9YXV4Fpp4hb7LIqK/BdeJpykdypn4ZZFlKaOpNW+Snr1z/d7e0V1xp+4k9xTVWNtRfhQdGAXG55vzYznn4e4ubhr6eitV+o7HTrUFI4TOijxFRD0gquCuoko/T6kkvC3l1g5biEkcQI2WCfFkb4UhD84cYvBmr7U8th23OdbrFsKfSzyHPXuzkKE+SqX6gKvXLeUIcRXEcXb4mAhQrPZtOUosBbYq/1/NLiOd3J2zhycFWJ8s578mZcGfOvzjM4YkElqDztzV/7E6Rt+gp2Qv7sV2XmxPrdR1ExWdCqrGRLsYSgU/vP4lwy+/DYqrFYYdBEYYhFiy4S7xqI3a39dPACKloYSXwHBM97LUxDVZ39FuC1ptVnTpLtRZls6EQH1shxETbhwp1WXafuqSyPZSm2c9T1fWQ9MukY9A/f1aOfjKKRK8Entpw9vMwLfg2GZkfnJlzHQmsmA0cX8OOOfzF72FJ++sZ4fM+cB8OiaHVz1UxkpPZzkr76Cnx+ex4mvr8S+3QJbATMU/qFilupLIXH8TZ9gD0OhqBOV+8p48Y4ukARxb+RhfMgAkXGImAdpCfOM4lFRPQrfqG9HwKhE+P0l5YiZUEMyYyo5tj5WTZi1JZ/azeJ2GiYQPZE1viJrW7EGihHjLkFctwgv60grm6wjBjgN7m+2GVKvPURCfCHlHax8uXEqpauj6BO1ns3fx1JRaeWJ6AQe/Ot+LCYn861XEZ9USY/fzWye35+epVtFEdmjiEKumVCa0I0n73ycu545tQHn1jK57vt8Vu/viciKUCjCiIg8YtbP5NDljzPmgQtZ0/ctWG3FHR8bjZgky3uSsm0ofKO+HQHDm4tOFuyrpHGFjsSuW2Q9MOmmO6ItxQiTkOcSiPH4m41ZEzLdUVrhvCFdkPKwLmgF7a/fDWMgpzKd/HbxHPgtg9TZR3mo+90UP55MxXIrfAtbTD2ZO3ICZ5V3Y/X742jzdw7p+3I5+lkKpt/tsM9V5Q09pdOPbLZ15LPccRjq5U5uuQxOOcTLb4xmNx2DPRSFou78vYeSnZUMXvEYf494BbrJuoVG3MlG+mLZNT1elUuypaMq3AcEE5CCf+nIEbjb7fiD3vKlj6+q7Rj6f6HuGZUNRWt5VC/MuINb9W2X9MiK/5r1K8ogOjz1hEFP/cHad4eLht9lwERgEULLtQXjsxU4V1rge9xVMwYBy3BX3IhCfJxtxPY9Byxm63G/1vN8Wia3dfqd2dtfp13+Lv5uswibXRneFWFGWhzMuAM+R8ST5gOuUsSNRQadFuOezNZU6b6upYVUhXv/0LfKCw7+VLhXlq+A4o81qRJheSr1c6nULf5+weT6pdqxwJ1d2FRfVAf1z7LU37xqcr06q69mB3rB9t8ihe47jKgpK2vL5orF+Y6FlA5ZsAdxQ82GKad8LFyNMkehEoiEMyzfMPzLe5TwqgdpjySTc7AtmYUZSngpwpPsIqIfu482HQ9Bdxj76OeYXjNBTCJVvWqrhVqoavgK7yjx1eKQrkgpaCoRM7WmmPXIgP+6xK1J9LPE2vahmfQjgWQo3jlAxG0VaLuZixBiZQgRVgy5d6aLdfKAQzD3xmli/VLttXwYyiq+KT+DfXHncPwVFfSb17Ue59EymcJqtq3qh+tQBPa8eMymQLi5FYrAU2qO5vDRVaQnv8CoVXMYO2Ex9DICiQgTuYy1hfB5xDYXq1f4EC7fjDBDWpI8eyaGCrJ8RIXuNTv62lmBxY6wgtXF4ubZ61IfU2et/ppBeykJLGU2Ibb2IzSmbDfpwO0lKECEw0mPwRGEdSxPt24xrNo5FHbBQesw/ky+idRhycR1VjNbf5jLEL666R+QA85ss4qWU4QthvIKjKvWkPVdHvldurD4/UlM//JVGGvBHVqht375CrdQbYkCQ3jcXZT4CjihXOVYWsH0yP6LgRZhsp1RQ0pSyDHqv8YGMQEdD+RDxStWYeVajRBWMh/BQVUJNtMEu5ioSnEmEz/LqGozWaVXTWLbmBVf8eVlU0l15tZz/C2LCX93IHdVG8gBe4EBl0MFHCvCE5cDHFoExS9Ho+EreHvsjUz8aIG2hhlxT5KTQl+PWTVxa8ko8RVwQl2F+6r9JUVYoGtayZpk/uAZoOopbKNEP8ixwGmImK6q0mjScqYtMhnUDo51ZmHl8pagWoG4BFZEYlMUrH2iH92zV5Pwy53s3JPo59hbLl/3nMOPLw4U17gUXNZ4nsnaE+xhKRQNotvbU9hZfifkAIfghy6TERYvmRwkxZdnI26FQomvJiAcWh3orUje3pNtgwJJTaUk9HgWXJXiMBqIgDXAOOAOdCV3fDTlBpGt9B7iBmr3WBy6TVPhpVVXw31wSuX3rMtsxwUVHembls3anM/9OcEWy5nbLoZ+g4UYPgophTnc371dsIelUDSIzKvn8tD2iSL81IYuisOIKAoI7vqKDal3qGiOqFITAcEIpOr+buqyDg0huvZVAFHXJlCzucga9i3bekiMQGdIMApr//kIIbUEIaxkeyWfAfoyTsNHexADokfko8CHiHiwtkD/XNKfKCRrXheY/Qks2FKH82tZrPjkG07YuUpcOwNgKSLpuZkcLVcPJEWYc/1Eoob2oeyReAyHXGAEl9MAjnKw5+KOZQBxH/IMsyjGf+9IIENBAj25bkqCnzygSk0EDdksWhJO+rYU/8YrezIWUXvz7Loiezd6G4e3JAanGE46ojbX99qwqtymeuElXY/69klyPc9z0NyTOcCtwGaE68wO7Ewh64YuUAiTt/7CouW+e0S2VMxGJ5etMnLCLwuqskopBSwxPLn/AJ0GNEVyh0IROK5kLWXPrWP2kF64LjLgWlNJh3d30//mvyE2meq1FUPV9VhR+yqKRkeJr4ChdzcGqqJ9oKhrL8oSbZFiTPaDrEtPSG+U4/3G4PlaKThcmCeXiUKoZYBD7zMEd2ybrPivP0Y57vRHTwuZS7xVjjsYPxM4ABwCVsOCO17lH10/pcfI4M+4Qgqnix05o+kXm+su21EKHC7jmrTu7P7LXyurQhGafGWOhE0/cd3mK1g2OYOXE67jQGkE67cNBlMU7urM4N3CroLuG5fwuQerSodNho3wSi0uR4y3PrM1zzIWEv35+/vVk8VZzbhvVHphqLX16OzCvjHK7Q11lei292dmJz8fKcw8+ki6tFWsiHtoGbS6JwtbSgxJb3/DgdabCa/PN7BYUs2Myh7GiudHUr430v0RmIG4GEacm8+WA63J/11ZvxThS+7LewEo3lTOzLmn8FvkLFLSiom+ciu7/u4JBXFUT1oyUT1RKIrm5fJT+IuyfDUZoVxywhe+XH8N2Z9cinRLbQ3DZZ0H2U6pgurWq1hwGUXLoKVAnBN3u4y6mNTlrElawrxjuqgC2kH+q+kMyl/LwuEP1OEYLYNRGZns2NaL3oPXiZ7DJYiPogwSc/LoknAQ084jQR6lQtF4fN7jU2L3FZL1cnt2ZfZk4J2rYZyMX5WT2Iga9qBoSSjLV5NSgjv7JVwoQwTAB1Knl+v+NSBMS7LnpR4p0qy4i24Z4VQjLK0Au1ZXorCYYzMnZW/J2m5+TrFP7PhyCTiWWDjp9UWM+mElj5Xfw5eZ3Y9ZJyW6lNzSlulWu/npw/xyzoXs/a4Lexd2cccJ24BIyHMkMmf39ZyedZR9xoVsdKUHc7gKRb2ZFLGdX244n8T4PMZOW4Tt/ihYC6yGdT2GwAkVIvkHC+57UgTVJ5ta8UBFi0JZvgKKp9UonOK+9DRluQzp35MB/d7KT8jsRRsYy2FxEdjzECaWfB/bOBBCshD/irt6sZhJl6MDfv7gVB45dD8Tu8xlycLWTBi1o2q1uGeGUBLVMoUXwNs7TqFH7FHS++x3F7aV4XslQAT0HrKW7wzrlfBShDXfVnZn2LBD7NsxnT9fG07R73HiFpSPiAmdJe8j+mz3UHvshqNXxhvhlNgWet+CZoa3L0O4+veDFcjoqwG4HSgFZza4diFEVRn+zSBl5VRv52TzWE/XJzIBaAXmhypoc8Ehrpr1CnclPU/cV+P47aF7GHNqHqfdVkhRjzMpS0zhvYnz63aqYc4l9+xkzBVlPH3VbD679RKyHm4vHkLFuMVXJZAFR/pdwM33/xnU8SoUjcGZyQsBsM83Y8uNdOdX7ZHhEbKkitHjX4mv9kNNRXOxuoWX+FJ1vgKGGdHnxpu+jfHxeqhjIPhB5WYvY4jSvVdXi5MR4QbQz0x1+zNHi3vnZXDR9PeZ/9oFJPXPJT85kdKDsSSfkAVXfciRa+7E3L4S+84IyIWUSVkMLprDj+cV1PUEw5Zui0awt8do2mQeZs8j3eAox97XLQgR2wlMVxUy4cjrfHdOqPZAVShqp3VGCR3621hZPBo2XSCKCVcVpy7T/b8Ut5XJTnXXoz+T8kAlp4SrQcATWdMx+Kg6X0GlJlNuSS3vhyrSJRhM7Bxb60uWxrAjLGBFuMtf1PZglz/YUo/XNHoDd4I1vYx5d06j/NsoDr6QQelDsXT/cwtHNqZz3s+RkAv2LyPgD6AV3NP/Ec5jWQPOM/y41Pop5n8to3OfXe78CNkfUxoaK8Xr99z/H97IvgTbOWuDOGKFouEc3heDvXU8fc4/zkt9aCvugHv9xFA9els66hsQUGrKtAuHtkPekLFTwcTJsT0nZW0xECLRoVsKPZZiL9vbda9JY3CUmMU6gC0GKv+yiIKre4HdsH1pL/gL3rzqJtG4+2/E+ptg5DdLOPeBr/lsxyLOKe7MG98ubJQzDzVOaLOfT49/kym2rrTpVMjZXfNYev54Ee8ii6pKva61CzUX23li5gP8+/we/EQP7kn9NWjjVygagzWL+7Pp437i1hQBQmzF4m6wLROtpIvR89EbrCzIYE+mG5PwKharsh0DSk0eXVkyIdj+/vogxU0wCwRKU36c7rUKxFfan4xGEEIMbf0o7XW5zwSINsB0oD/Ynoqsfp8yI8RFJLAe9+VIBh50ceoff9Dvw9/5c/kY7Dc+zfzi8aw5+h6Dk66o5/mGHss+WMAtpz7LhcvfgqUVOE8x8fnCaUKges4tyhHXzAx2uxl2QPzWy8m3d+PJ45t+7ApFY9HtMiuHxpxByRdABLT/72JibK3ZenkfODledNwgHpxmRBBkKImE5hR1FF7noixfQSWcZx019UtsSqq6Z2vYqfvNrZLqVi+tpIUNeASYhvZRudyL3SU2eRFRvV1r4RaRVgHTDRS/EcuKR0+l4nsLl2Wm8UBpBeMsK3hlc/i72UwR4nqPvnwyT1z8GPxRzIPH/4sv7p1Ws0ddvq61s9vxan+cmVauLQi38isKhZvMD22UZB1l6RdD2LKvNdYuHdi6uA/mvnZSbsuG88HQxwD/SEU03JYB+PrepqrPaUtDBdwHlHj8C1CPq32VkMVMaFjvPK+hgfrd0OK1fy0IV4HnuXk2FDcIi5d8KRqRZxGj/T8J0WO9HdADLKcX8m7yFfyzcy+OHAqF6+Y/Rk3kfrp3LZd26MeTw35lSMZuRrv28q9nH+HDqMs4PLqTCLT3pn9lXkMMTFnzEfsyfmZDcRqlTlV4UhG+DL3Kxqp3rNVeS1h3LRdEfs4HP13J1dNe45VH74APgUIblGcD2YiJnN5EXFvgeyAC7ssJjUl0YxDscBg3KuA+6Pjb3zCcs71k1flg43njclG/umqFuF3ClRzrP/NswO069iO24f5IjWKVBePOgjQX5n0HiE9Ywnm9N9KPzHqMLzh0teRhTTXSZWwlU0dOwvbtTH6ZPpYn5j4LOfD02Ps5PLATHMYdficNhZJKqtpr9mzzXzoMLuKCMzYBENdZ9bhThCeewgugYOAbLHm2jInjvmNLdC+MMU64AegliwV6e/QGw/rVXIRX+JXLUDFfIYGT4MdQNYSmqILvD7L5ov7vCOr+Na/Q9lOGMGGVafuRJq4ShFlL93nJwvh6BkLUucWUrYzlsry3GfbODEZv/J6zbLfA4joOKUh05Ah7SGZHRSKfv7MA2nTgvC8eg82wbdx53HDyA3y9d6qYlMtuTt40r0z6coj3Z3ZYDkNgxK3LYPdOBsyqYNmp+5vwzBSKwHHjzExsFw/m7fumkHBRAalHssn6X2vIka3Sojg26UfRkgj207IF4K/1pZTQCsSsK55FUIOBtyd/JXUflw23IJaBStIKJmdYXkzcZo//b4Ky+bH0uWs11xlvYeWiNJ47fLnPo143LrTiwdJSSpj+krtyv/XMBKa9+iDshdjBBTijXcxwLBCXqxz3ZfOG/j1ZdPU3WP9RPEy/nINPFfFy6rcBPBuFIjAkd6ludTmpzR5+HziBtx+9HbZCwTMJZJUUkNwjF6wO3DcKfc9HOLadmsJ/wq97jBJfAacu9bxsdVw/1GjsRtz1wVsJj/qU9ZDmeE+RVYH4nGS2pYYRYQxLR4SfRVEV7rfpksMMK8qp9Yg53RMY92US44w7Gc+meoy5cTh+ujh3x/fX8EmrS1k4djYzTljFrhfLiXi4PeyDy4vfY8emXlz/+EvuPufyo3d6LBLPuUUElB7pDytX0TtvFTflTArwmSkUjc//s3fe4U2VbRy+M7oHUFr23nspArJxoIDgQEVEcYGf4gD0c6LiHojiRMU9ABFBloIg4MeSvWSvskdbuptmf3+8eZvTNGmTNm2TcO7rytU2PTk5+33eZ/yeWjWz0dx+Gf3GpNN4dAyXXXUBvTmc2lcdh/Og11sIr9WItO6JaD/TEHZH0TCloKIDUcE81rgSfPuiGl8Bh7ctcgIVKXhaWVhxn8fga2WpXN6dMWnDadDZxIS1FvCiFd3TFugLNAOuATpAlzeS+GtSyfkc875owuE+g2jwaWsyHmzBk5P/oWq1itODm/CfrfRI7sjhpx/l4ZjNxG8KI0IfxbrbR7FixqusSumIfpMdzsOnDz2O8YsoPvvsUeG0lU5CC0WNLwvOS1oe1hiof808lnS7mpqpq1i8uUWF7aeKij8JP2bg1vgdrK7xDjddmctXg36g2ukqXP7rLkgBy996TNMiYC7Y5usxLwiUvq/BHGkJflTjq1yRWde+GlN5BHcipDI8Vxm4mwXZPLzvDVlu3pNGmQl6QMTbebBNh/UHPeyAca9No8OQLQzquISu705h+vnLS/yWdhwie3U+38U9y+bsYUwfOQuDLZJXd5+h1VALw+46UuI6vKVJ/XTCouE/g3cUvLd8Vn2YfZj8pTF80+0+jv3TmO0rbmLymZeo/vM2zj97C+FpZiEkmwasBmbi0qfcg+dTSsPZAQvcZfyCYeYzbN4QSf2Yc1z10EUAHmyg9ntUCS62n6uNbUMGbIzgvc8mE30wj2XLrmfRwhvEvWGxi59nIb51BuQVNzkNFMMsmAhOZ4VqfFUIpfEEySSaYKUyZ1WejCx/G7SOfjkbwPhsNCxGCK6ehU8eHM+/f3Ti5O4Mst+6gW2HvyxxbSYiuP6vj2EPUPsKDAfjuPYzDS8ffpPj193Agh+aAjD0zsOE1xAhilmjfqVv3eO81mNloXV1ZlfB71//dwEADz0ncspeefIfhr6TTtyZe/l6fZeC5f7NrMGwVusxpsRhiL8FzlCQipjZoDu6PVouTKkjbFGzeF889xT6Z7j7W/G2wzv2Q+pYPp71CHNve42LTRpjTaxBx3E6LtaNR0Ul2Ghv3C2yEC7A2c/rwe84HjeKe0IDWbOrAukExrM9+PKk3BOc+6EaXwGNifJrplre2Klc3RVP8h2l3aZiZld2u2g5lOH4Wofgqq2unqtbnmbmnNEsqXILLy47UOw3PN3kb+YM/hBSofmFQ9gSdCyacR+WjdUxhDfnlu/yadQii9emb0G3fDw9Bl9gVuur+GfmJE6sv4X+nZIL1rWdDsTVsTNqb30mPfYbiQsGUPO6BAbccorZSTcyLe97Wm49zoPrneHQu2ps4YMu70NjhGcrB4ZfP5uWI/aQbGzE33cOEG2DZIjRDiXn+Ln5vzTCsiD2tz9pOaoRq+MmsbPGRH7Z1LKE9amoBBYNrtPz0RM/ColAO+LeseD4Iw9hlWWDMQ2OX6Bwg+3KpLLzcy9tVOOrQijLjeaozQ9K5MOnMm7y4o5ZOc06ZY6TVHmfCu+/9xRsgxeXvs9XNR9l45Xfuf3oxK25nN57M9E/roNTcOhIc3haA9RHa7DSru0JYshFG60l92A1IuNy2NP/LRZGvY/dWJ/fW59n1Y5GhdaZfUZDmkHLmWUNSd3bh1fOfUmdyb04bx5Oh5M7iOuSycbRJ/h6+TKaj6rCGy+uoUftdSzsfq0wJC/AZuvlJJ5PIXd9LDyFUy4C8P68uixnQTh2c+CfWU+x84lWwmOYFsOY3GpEXVHVy/WqqFQ+F5dm03DONDTfGmASDgUa2SlDWR3tmHEU64EPVrmhyiQQDFnfUXW+yh0LZT/MuTgbtQYjlaUDZsd9+ba0kvy5PS7fdQFR7dgW6AH2K83cXnsl3daPBuCWp07xbrs5XMipQ7eHR/D1oDAavHcb+Ze1hf/hTDOLAdsJHTqdlT/sz9FowRF6zHwXVgLxEHF3Dt3nzGfvUTPuOg3UrX8BNgIHwdZcx9xXhpOfFktaUjV2vd4JrhjC5i3Q+oVdXP9PNX5c8zadEjYLlfpcOD65Geeurk/0Yxnk/aQHc6yXHq8Sjo/ECmeym0MuTH52HLNz78F+apmP61ZRqTxyiGLrSti/qQEP3fAxZ39tz/6/WuMsyjEofroJx1cKwSzsHRqo7YXKnSicAp3+aCcTzK2IKiOZtLjjVVLrJ9f8I9e/5ecV36F3GBgJCNuuLtAYwp/PJ7H1ceJaf8SBY4k8ZzFz9LP2/NzqdvQ1LPRsv5zVrwyC5YgQpglhr9aF+NvSyV5WFXu6o5VRBkL7tSZQA+gJzdos53C3dYW27jJ2MPvR3dz3+nTW3Hgtmmhxq9uTHeuR7Y9uhultH+B8tRr8WG8Eh6/uANtwTto1Yhe1g2zYfnRI9hdQXEsUd8fecXz0iDZMXYDR8HHfsbxX+1FOxv+KWdWeVAki6uSO4kyb1aT8+Cy58TE0Gp4Mh6QUjQ2np13OqKQ2C7jXR/R0T/kzBSXHzfcGIwWJpwGFN+2FVM9X0JFN0f6CwUIegVXNUxavpPSauTSFli0ltUBVCuTATD9GcnFcA97al8J72pEk8BNvnB0B+6Hqi2dZt+cq8RmptWtFTJQNkNckGvtxjTNiESle9V46Squ4g7ytfZptTdszMbEpiVE5HDsZx6tTVnLi3zas2JPC9k96UJsznN1XRzzrw3A6UfOA9TC562Q4COc/rwdHKawvC3ARbD9qEIOJt9aRHESicB5npwcs+o08qvZK4fa63/DaLU3465mraJvzsJfrVlEJDFKmn4LOD5D0xAPOIIXXRFI0DzUWVf0+9FFzvioMf84yXPsLBhMVnQNW3KyoOPV7T0KIJfy/BTAQ6I6wM+sAVwA6SKh+mr+tfRj172ye+2UKbAbOQsrsBtTXHYFfgfMIz1Y64jQfhCo56SIMKN8ziJ+nfmzCioev4wczV5gAACAASURBVLIpO/kz5TqyP3yZhCM3U79KNtOm9WXlvWN4aMA6Iu/L5Nyp2gXFmeSLdWj1NpJaXUBT20bv3LWc/6AefI+wmSzKikXZEiUb56Bgd3kVh8HxWcVyEaBdZyX7843QaDFPP/A/fms6lGMLvyhYZOjb7iQ+VFQCh4gEDeYnV5P45zRx754ADsn/VkavRm+wERpeLwjm/VA9X+WO7Avob2NJxuyD0QsWKL0gQVgjvoSDpWtLonW+rwVOIU51L4R9pofGnXeh66Pjl+kj6Ry2EzYB7YAUsbw2w0bKlnrib1kpZacgMpE2qlbhUyxl1OYjnErp8MvIUXAFbLX25OXzCzDs1LI35zRHdl9G6h31hO2T6fh8OFAddN+ZycsKIzIvh7nf3Sq2KxcXe9VK4XBHcW2klP0v3ZGD8BRqIV9DzsE4qHEb1ZduQ9v5IpOOf0r4oAn889CX3DZxMevmHQF2e1iXikrlk3BXHRp0rsuYY/N4QNbS6ACLBnE/KJ9xGoLZWAhMgtUJoRpfFYy/k7xBDGjKsE6wkI+wTsq7uieP4vO+ZDWp63nxdJ7CHD+VBRAap82hRTiJakCPEb+wKeNGwjtqaLd1N5clbqdeg1OcOV4L2y96kZSvAVtzLdm58U6x0kLFO4pEdQ3OwyVtb7Njk6oCqXB/l89IT6vOqS51MM5NJu75FLKvSRKeM/nctwDZUDU+lZQJdcVs/RyK4iy74ktsig+VpJNmdryKy2/MB6LF9/wDRMGkuLfoVmMeQ3pN478/fASWyfB7dTr0ukBaCd+oolKZnP3ViLlbFx743yCRP6lDTHJqAgc1YJZpCQbEPWGk8iedgZcjVTqC1/CCyr8KLjHKS3jUQHDqgRkJDCV/d9sQ5vK3HnG76Jz/1zga40rDKwrh2EkC6kLs9j1Y14ZxYFp7fp00ghqGM6TUrEL4BIN4DucjQowroc+QvwgbYFRsihvRUqkSr9xkq/jex+6eStStOXybeS9z94/AuCeGZf88RvaLSdS/Ndlp1EkbKg9SPq2LboIJqkJU9zwXO1iGtmXI0ZfzJBPW3D3krRQk+zq6NNWsdZo+Pdax6K/BIt8stTrd8xeyq+d6H75TRaXi6Rx+gtTjtXj07oepPnY5nyweCzfCK5OeI+JRA9TXIZ4dUTi9/XoKT5YrehiuuJZl5Utwt0dSqx0rhBicI3R55wFE4J+qyopER8k5VmUhkqLGlCuulY+ulY0xjvf0QATU1gg74g3gFYStUR/R1zENqg27QPqcGpAMHHdsQi2EE24AMA/YTmHVixggu6TbUSM2QedYVzjC61UXtJ/k0SFuIzue7U/dy09gvUzDuevrO5L47YXXoQHaQc2XT3H+33roGpiwzgqHZcqEeitlf8CFUdQrK72GGucitaH9K9s5OKsNxvwISIQOE7eza+IB7t8xi6+Mncu4HSoq/kfbqy7t126i702n+PD3K+myqT8RK9bRY7SNL76/jpy/OsMfgM2OmGyaEMmbDqE7cLyv9OLYcZ9w768JdnEVysFEcSkQlYs31Y6q8VUhROA0LkqSN/AXjtyaoEFL+Rmm3hhfroaxq/FVDRITnU2kGwC3AAcRqu9XgCbaSu3mpzmzpIHYnTUQ3jMf05JI4XGKBxoCXRFaXgcQ6viA07vk6koPQ1hYLrllUY71RQNxED4uD1NSNPdmzOCb98dAU2hS7zBHP23mSJ6XyC7XWugYDocRttFI4FvAILPyvQkzeksERa9FaXw59sexH8QijMkGQHMI72+k+WVb2Fd7ObZAcJKqqDjoens2m38umtLwyLILfJz8MSzVwhZELqcJGAfavRZsf+UjSpcvIgwv10lOeRpfFiq384g/Cdz98Mb4CqbRWcUncgmuUKSN8ruZvHGzKw0UVwPZYbylAX2AKx0/lyF0ubYBc8C+VMeZCQ1gHdRtegJSwDQvAvLtTnHrqxEP5IM4DC+pB2REnC+HvkSB4WPGKZnvQAPUgoaTkuEGoB3Ub3ESzRYb3y+8V6z7CBzVNlN8LN/xPQYKdIZ2ZkGuAbLssBYwSIPL1zBjSbjO7N1gQhwKR1SmXrv5RJ+YxdWLx7MnUTW8VAIPd4YXwJFnsnh+7AvU6n6GIc/9JrT+6kCT2w5g264HoqFWIlCFwomcKpcSwZalHQIYqDjvlxUx4Mqcg0BHtiOKonIqOE0UDdlGO14asXnrgf4IhflUnB78s8BZhwGXq+H0jAYuKU92UQGldyxrA2cloTuhQJmgFSm+GwMFHtQI4E44sa0BpIDuvnxOzm6I/U8t1vNaYWftBP6Vx9Nd+FBWY5nBboPdGsWySrwx4L3RbjNS+BrMoVAhRITY1Zn9RjLSOpP7H9/E0hlV+f3pml6sW0UlcPhjezP0t2WQ23Qv526uDTuAvZC9LwNaQEQ3I8YlUYisfCMiQ19HxSTCB663yDeCfz9U46tCMFK+OU0l4ShvK5A1D3TKQ4pClgUWh+vDLxZxzBwzUy3ieRmPMLwKIgOuvQtzhZeskJ6OWId2eQT3vPo1Xz97D6TI8sbiHrqyKtRRRqkPhy+BAxrsR7RwBKyjI7FKZ1lBGNMMVhPiWHryOrn2RJMllL4OAlKPS87gYzwsl4/b0HIYxA7LwlAlhtnvD6PO3FM0+fAkuvM2gmPSoKJSmG0LdGSb1tLiuQZsu/pyNA3s9BlwlK1VqnN8WWM4Bk4DQk9gFB6pVCRq2LFSqKwSWekJC4a+Xvn4tyrH22Mul5MGTzTCmIiD6tDw+SOiJc7NOOyqPMTxzHa8shx/5+AMI0phLiu2LRq+njAWUqTR5U2Tb7mMI3z5uAZNpl0k+OfijBIW2IDy2OWVsN8yt0Rut5Wyzb7l57Nwn7Mimw0r0MINL8wnJyKeLTubcqDTJmoPOc6eHSmsn17U8Oo/MqUM26eiUjGcNgmv7tzeRpI6XmD9bT3YGduBXmc3YP9XJyZw4VVA14iKE2MNFQMvuCUmJGrCfYWhTOCuiKpHbwiWZt3+8tZ50xczgoLGiVEJkKARytV24DqER+swIlJglvlaEm+qAx1J5tjwrS+irBqME/0j+0Kt3mc4N6OOyNs14NhIqc0lk+ZdkRVXFXXbOxpDFkLRE1OrgZ4w9K6FmK+7yDD7AgZvXMTWeVX4ZnYHFtC30Cdj7m5M7vfHKmLDVVQ8ErFmJMbeMz3+v1PaNRz/LpP0pEFUX5BGmqY6rafuYN9jnYjQGjHmRsB+hAc99xiKm5jyS7g34d1kL9AJ3CpHiZpwH1Aob5xAuXCk8ZCN+4E6UKjIwgEjBQ/BOA2cAYYCa43QGlG5lI5jEqk0niwUb3hlOV6ZCHGvLIq26FG+shQvRSK8FugpNrPJmAPQCIVtI1sBye1Rvi/XZcT99Zflxas0Jeryu5XHRno0rXA5VHv3An8N7M3asME81q4jfRou48UvlrH/nREkpj7A30dn0i2vF0x9kNyT8TzCX6XYDhUV//CJ6QTGQy2Yar9Q9J8a6H9tMjt+7klY605wCNIOVIdcyI2M4dZOszD+ESGKdY5X9DgQCoYXBM74WTZUz1eF4ahyKSCcwKxy0eNM8g40ypqI723hQRSQiDgOUQjvoFb8GITowWhVer2UCfOu3jAl8lbz9H/ZqcDTPsaBJhZ0seLyaYHQDMsFVgEH5XfL7XFUNXrElybZrkj5Dl/ORziFPb4JkBBG+I1GTOsimLj8DZ6I/IhDY1rSr+5HkNSe3n3/Zsutq9BprOQ8+SokQaMDn5P8ztlSbreKStlIe2Yq1bOzue3+H3m5ysv0uPxW6nS1cX6znTULfqTjrmOYF4QLL/lpx4cigeegcdvDHBvcDDItiBvXgHCtKyUgPD0fyjoJDQV9L39oD5Y/qs5XQBEsxpeSaISrJdAMsbIYYd6EHqWIlh4RgowUfyc5/nUahfElmzDm4/mhIKXpvX14ul4rSmIpqL4kDsI10B4hYfEOYJc5XMUZVUb8Nwt2GKZeo8OZkB+BOM4a0GmIbGzAPCQMaxU9L1/2LLMyR7L/5/ZQDTGQRcK0AY+T8uFBXj/YzU/br6LiPc9HzmNG61tIbTcJ2wkdmp42hv9wI79MXUhC4920fuxD1lcdQt+bY1j9zNXOuU8sIkezHzATOGNBXNQyB7e8ja98QiPnK3SMLzXsWGG4hvUC/wISN3sOzoTxQMFA6V3PvuyHlHtwJMd3g8g2Bpd0PZnY7ul8yiIHXx6cUhTM3bbK82EXy2khukEufAJ0AHFsPBleNpyhR38hjT1vj6syqd9IQRsjq538w1FYv9TTp9sKdMs17N/ZXoR5tyN+RkNyRwv2AQYat8ki4fJg6+SgEuws7jSMCy3vw3ZIBxfAvkbLLwMXwlS4+HZ7cic9ROy0flhP60SGQT7iMo8FRoD+f5+T8FkKaGS7Mm8JOR9JKQmGcdM7VOOrUgmWG8rRDLAgNywQ8sNkFaGv+PqZXMBYIMPT8Y5vRAuh6lJ7KwfPxyOXslWW5uLMDVOSTYEB1gDyjsVAjhF2piOe+O4oyRtWFmSiv7dGXS7OfbLinPnbIR9u2raY4w/X5aqRv4t/ZSKMr1xo8+Z25v7RnoRNtxDzXAd0YcFyD6mEAqf/yWT12RZEVjWI63I38AsijbOXmR0nmpE9sQpr3u7vbCZhQUhLTAdLz7Fkz6kitAL1iY7+sLLHGHiexJS1wi8UvF6hda+rxlelEghGjK9IBfZsxA1dmR6x0qjil/QQk3psLvtlBfbCxtUPiwdumjLHyxUTvnmDSkLmcUlkYn22SLs6JnO3cly2x4YwiNwZcOWBolihRJT5clBgyFrsTHhxGjN6jOOvmwcJQVppZ/8LY3PW0+2Trmx9uyf1RnxBn7vT/bsLKioeGPVhOsY7e6Fd1BmN0e5UVDEg5qZhejSvxsHvgMGOuLYdL5sdjtjhZw3mTeEwEaijAXs8JWv9qQiCcbz0jJrzVaFoKSrtECoikhH4noDtT/T41lDcU+6X1PdS9uOMBxJBo4O2iPY9JitOiXvlLVRc7pc/UG5XLOiqOMRUMxXfK3tEVlZ1kzKvqzhkw3k9TgFc2RheI/4lT0Ws4+14oB5C7LaWAQZGMOCHR1n5TZJ/d0FFRUFs/wRyLjaAjgPQpsWi22fFfCrMmZVQgDS43E3ywoAoqAM97lvLhnd7gf00GM/hbMHlKTfLW01Ad7jrXBGMBI+qvZrzpVKByPwd2aewomcpFpxNar3B03KuxmOU4+UIH+bKj+a6Wb643C9/IT1ZWUAqWI8AJx1/K/s3VmZZuRXvQpzyWCmvFYUUhtXxq7I+IBrQQd0GJ6mybwXvLnyK9Bl38tiL+/yx4SoqbqlvPwlVo4nuZceWrMWcqjS8ZEGNsvBGeoGVvVrN4v2eNjZ80QvyU8FooLAFFwrhQRVvUI2vCsVTiCrUkG1tlMnhFYGcHXrzAPOUAK80ppTetBjojfDCDISiHkyX5tcVgsnNK1Ac2SWJyELh86S8DxRtmayKRTtBh6u+5OHbPubJ4c9jWLWVmR8dY7v+T7bN98bTpqJSOvatjoG/13NLnTegOUR+ku14VMj7TdlqQnqelcjJIbBbC1dYEM9HqeMH5eedCgWvV+iNk2pvxwrF3cAYGq0S3CPbychBVk/hEFN5Ib+zJGX8kvo9RkNkdTDrhK31L3AxD45EQ02tkOcBCoce5UOiMh94xUmY6Er4vz+Rjb2LOw/yHHg4XnJ6GAv9n11GpzeXklDNxJuXt8Rkhm20B2Dt7gZ+22oVFXdczlFWzu9F5N0G4n43kB8R55jDSS+4DB2CeA64TsYiICIXzplgv6wkUYoeh/JYUFZC79ionq9KJ1A8FRWBBWdoLI/y3/c8iq9uLE77pgokJEEtnbAdcu2QaQRywZwCqek4S/GkmKmBsvdH9AfWYl7SK6l8ybheeXju5Ay/lOgQ0h7hcFP8fJJurcqpsB48dfk6P22fiopnBm93GvVbaMJvdV9n7DUfk31gEfqJ8tlho3DFoqxGtri8csGYBhmnEJUkrgVL5eHdKa8K54om9MZJ1fiqcNzdDP5sIB0syLwgKTJYXjlKsiLSk5Hl6XvtkGWCZBtkXwBLClhPImrKM8B6AdFnSOZsBPPDQQ4cZpwGmcxf8YchKdftjnwPvwPR0O2BDSLBPh4ee+8zXsn+mATLZp7ccK3Hb6sfn1XG7VVRgWi9memfvYx27kQevWo7Vf4Yz62DV9I8ej9XL4hj2aircD4/pAeruMpi+byTDe9dn/uh593xD6E5PqrVjpVCvJv3QqXqsaxoEFVw5VE1qcHzcZbVj7KxdixE14c8mcguB3SZx+Tu4RnqaBDHp7TnRlmpqUTeD7LhfJz4vRpEHb5Ie8NuNv2nL1SFD756kE9yHuNg9V88fktUswjyj5uwm0Pu0aZSgUSefBDz+nisv8YQl5tNdkIctpc1RPxlIm5tFpkLq2JNlxMWE85nhBLZ2cL1WnSt3CtJgb406vaeGnQHG8FT5ShRqx1VghD5wJANv/297jzcP8hk3pacydaEPJk7dgpnhaFDWb7SDK9sD6+KaD4uWylJ75iveOnd1GiE/VUVjI9VJfmq5YQ3MVHrteO0sBwu1vDSau1YtVHUzx9Riu1TUQGtw1CyN/gUqy2fNvV2k70nDsJBu9mOeVYY6TdXw5qlxVno4s5DbKKwoLDE3b1THlWOoWB4hS6q8VUpuLtRg8+6rxikceEqIFpW8iia4yTV6i8CycBh4Lji/3acs9zywo6zObe7lyesHpaX6ysPlCFKb7+jJMX/WBbPH0LSj2fRdbXQ/8Iqam0biq6LlXMrErn9sbEFS1bVZlNX6zwmcREmBnZIJmzF3ZxY3ZI/f55JRJQaylHxjdZ3awjTW4mLzGXMVTPZu7q9SO2cDdwFbAH7FC1YlekMrte1DNu7EnpVe+VL6I6LqvEVUKgDhWeUHjFlhVBZMFE0JCDV+y8gjDCZD1XadkYlIdWtlUamP2escn2yI0F5XGNKj1hJ58WdBljh4zpk8WJS5tVmwsD32XV9ewYkz8fUCR7oNZVVBx9izqadnBj9Mf/Nt7Nt3/fsmfM21fT53HKiOlWqgfl0OKyE8S+MwGhQH3EqvmG+sw/mj18lu34TFgwx0iJ5jXhMKKOLa2XfIAtFvVZSdsIVqQfmSnl4rUNBDT60x0NVaqJSyMV93peao+Id0tWvQ+QQlVU6wUDRfLAcCho6+lWaQSlcVdGCikojx6FWWi7fIVXrPRk+NsTg4Pr4cXQs/waoDe/q/gvdbUS0jGC27lYmGV/n+DM9qL4xjfTpcfw8PJbn70ih400bmbnjfuaunMDsTt/BFCAGjh200L/xaep20/HjbFWKQqVkIhuG0/Dhbzl4+QDsn45mjnUQ/W5/UjFvkc9oT4LKxVU7e5q8lcdzPxQMl1DYB8+oCfeVhjvjC8QAVFkteoKZCIof8L0lzLEe13Mg2w75Ol+RM9BAdZ9H4n5//UE4xRt4jsR69AhjMBo0cVANEgakcnFAIom9z1ClXgafx41Ff0DL06veYePx7sIxaYGG3+5noH0Z0XYDnQ7s5p7vfoJNjtW3B6JPUvdeK513fc/iO0L7Ya5SNq5nPRsmv8yA/33MPMNPQg1CqSZTYCTJULfU9ZJJ9yAmbe6us+JC8yXltlrwPVzp73zZikZ604MTbxLuVc9XpeFJ4NNGxYlghhJSq0qHGPRLe2lLj5TrOlyTxWXlnys2giuvQz7gIvG/+K08DtKgdSUboV4rDdRweAZq5pwnu3YMzIXUv+uQOqQ2m0d05bNzj9A37hs22rqLATENjl/Xiq8faETYOQuGubHifQuiYPUs0KE+p9tO5rSf90wl9HhuTg6vbMphXsRPcA5xaxRbI+JqZNndvAfFS9GUR1J8KEwyQmEfikc1vgIOE6rsRFmw4gwjhuNbs20lUqFaqvK7Etwzs6LIBOHyMMJkzMbduchHeL3yoGpN+B7OX15T1DqsB+oABzRMbv8qxmmxXP5eOmnGRVzdbzkTnvkQcsHyXKQw3zIdXxEmvm7H0E683Oc5Yk6c4MdvRNhxGH+zgL5+3j+VYCfhjzvovXGyKGzOoejcS4tL2FFJSekDFZ1eEAr5XsE0gS0dajZqpVHcDVnZCumhgJSNkGrTpUF6sSqiYXagIDsQ+DsbQfbddEXKdlgg4zyczoIFNuLNGZBvh6MQlWFg9OlvYTc8Nv4TlmysyWfhY5ytQ1OBM4gQUY7jpwZm54xgoG0JzQ4cYXzHvxk16ShNP6zG4MlqCb6KIKJ+OLwxkIv6lrB3C31tC2l2x35qvnKK51+fDDWABBzBCA3uw/NysuIu1FecB6e8KpHLS7C6org0xj8156tS8ZT3pcV9SEulbOgpm1dRi3jQXiph4bIer+LW6+pdi8ApsArOHpRy2UjhjbgXbuo5l/mbhsMiII2ixa+RQBNI/PU0dz19P7EnTGxYO5G948I5m1kbe5coLtv5OVt/VptxX8p07JVGTt1aHJtjIjrMTI1uGjIyo6gaqydpVQ9OLG2KZXM4KVckwOd6WIHDrrEhrHyp7yVzvtyJrCr7Pboiu2OUhC/VkGaC3yPvi3RNYKLmfAUtoR/vrhwsiNmpjpKbbrvDhniYanDmloUyjn50+NtIsSCOpXKCYXL8nYXIAwMxsNkoKNE3x0AM7OzcQYSH+gFzKJxSo0WcogyoMisf0/gu7EhqyIqxsXyz73Xubbacd+79D0/VrsVd1+3kh6Ud/bxvKsGCZb+NI2vNgIYcUzg5awAsXMSCYdB6mtu+JeyEjdaZFlY1GMaeWrfBaSBMC4ZonDIxxVHcs7w8woOh4DUKbsPLW1TPV6Xiqd0KXBqDe2WjpWyGhfRQhnp1qganQeRPZAWpElkBqXX5ziggBt7WwQwgHR7a8D7TW0xw/F8+xhznwuFE0zSx0ffxldSJP83MN0dDBMy9vh+xuae4L+tdBgzczI8D/Z3jphIKhEXa6ZfcheUfDoOdwCHADnF3ZpH9Vjzk2xBagEqNO2XoUTayd4dsO+QNvni+gr3K0VO3gODCG8+XanxVKsUZX6Am3lcEUuog0g/rCPVBvKzGqjtc5Sg0OEOPrn9rQFMN7NJhn4Nno1AjTkk4UAdizBfJ1SaIxeNz+frdR7jv+8/44Wx3fv1gHAsanSL0noQqZWVD4ldcu2E3g1nEmpzenJ7ZCGoBvwPXAM/kIyo9ZOsxpfHjToBV4q3xJQt/vMHbMGYgE6iSPL6hGl9Bgae8L1BzvyqauJIXKREtZTPkggF/HCcl7gxXd/dFDIXzwEraLo2zWDUSMZeJABIRUecE4RmzN9Ji6BtG9TteI29vaDz8VYoSprPRsEYGh88m+PS5weEHWGFrRn9zF1YtHMS06x5EZ7QytukPkGIHMhBVH1C4WKU448tbD5Uvxlcewe01Ki4/LrhQG2sHBcXZvqFxIQYPssVPWUrDbYiHYCifO3+HNtwNLu7CNbJtiwX3M2Q32yX7oMs0M3Am6EcAaIiy5lEzOQ3r7/fxjMlCTFywew9UiqDT8OL5iz4bXgCrNE2Y+O5WVvw2BOPyCP5n7MOD47+HXkA3DWJSID3C/p6Y+HItBrPhBaH9zCyKanxVOiXNtEPOMRkE+ENuIR+nREUonkN/y1G43geeGhMr35eNvV17cyqwuvxLD2EdTFAbHjr3GnUn7GetsSWftL0ZY6NPeCtcT262ng+v/aMsO6MSQNx//XaaGG7Fmji7VJ/PM4bxQb/Z3PHs87AbZr13H/Y6dhFttAGDXXM+S8oBLQ/dr2CXTwnFZ2TxqGHHSke2VikONfer8vBXnpNUxA+1+U4M/tsnDUVDtrEe1q+j8HlRqugrcsTkv6SKxdtwNKwBW1p04bOoh4icv5zfnyuPYgKVQKHWfc3J6tmXvPu/LPU63rllOU+1XyfkTVIQuYSncMwDTEA6wjNrdbwpPbfuJtfeykHYvFwOhPEVzEN5aIX7VamJoMAbt7K7JsQqFYMN4eUpq/K7UhHfH83AA4Vc/Nek2yEpUWhdObjP/7K6LGt2/K6hkDyGDjF3iXWs5gikvRSPwR7OSu0GyqeKUyUQmDtqMXsyG/JSo8lo806VaV0nPhpOo7TDJC9pJsLWZ3E8uuV9rUXcB/JZoYxzlxZvhZ3LS6y1org0w/yhNg0PUkq6+Cq6PYVKUWS4yx95CUZESNJC8OdpgNgXf12j7sK0nnLMXKvF3HgJwuDOn75Hf7MJasB11y7ipl+XMrrzNdzUcb/XW3V3v21eL6tSyWggogo8W/shfm3xEhyBurl5fDV4YalXeWR5K5LfbSb+kM7ZQpdpGM6WZuAslHI3KfG3CGqwhxwvzfFNNb4CAm9uxlAYpIMdM86kb39gorAhFsx4ytEqDa7HQraKcsXdbF9xnyQASTDrn5G0vGY/rXrvp93OA6Ru2M+o/NnM39nK6y36fnUX3tuZ4vXyKpVHp3cTqPvnSHpV28auAx0gBTr33M2E5v8t1fp6vqxn62Udee2ep6EtaAbb0VxrU6R2RSKGUllWK73knvrCeos3E71gT1K/dMc11fgKCLxxGV8qvQWDASP+n23KHpLBPAuUbVbKijtD1Ij7B7WrwSdV8aHeq8kwHi7rvpkLDWtwMX0/GRnbyZ+6lh8P9PZ5qyYtuI64L65mANt9/qxK+dP+dnHdXLdgEdlZWr5Z+Yno+ZkJC7+4haxpB3ji1g0+r3fdSxYutPuCOUfb06f5O/SfsJyEgSlQF5zerlggDrQ1IbIWhFdFGF6lFWD29j4K5nAjXMrjmmp8BQTe3kDB7h0JJaSgor8TRc0EdyNvqetQVtwZWrlu3vN8nE690gj+gcuqbufeky9gH9udRQ++Ueotsiw8Rnbtnqwc9yLLTctKvR4V/3LLf47Q4rIsdh/vRJcPqnGhaRSvr70dLiBu0Uz48vnhLN2yjqWzXyv19+SvP/DMpwAAIABJREFUOcHaTuNZOeVa0s7UdNpdWkTLofc1XDV9KQwNA3McItmwvLtf+KJ+H2gE80Sz7KjGV8DgzU10aV+sgYmF8gkbyvUacR9yC2QMlH2bPRlV3twDjgEvFWoYzrE3sw2/tZtAyuZaDF39K3eer09tt02Qi2d4lb8hRUN4q3YMirqGm9Nb+rwOFf/z62dNOZjRBKLrcHjjvXxzZgFPzF8tmq5nA+nwwLCfuG7JMup0/8mrdcY21XNfbrVC7zXZdpyJbaaKasffEfODcERtR1vg14X89dJ1sAZoIlV9oXAFrzf3hbcJ9ME+GQ/27S8bqvEVMHh7IQarRySUseIfg8PTumUrEn8n6pYnJsruFXR3T3izTqe34UJGLZrVP4Buaw5sgxn7J/JvTDtyEn2XD5n5V3tIA9P2CMwPvULv9LX0bnGCuxJ3+bwulbKxJOwbBti6Fvw9J3kKwz46R5YhHvthDdkn44QOVw7ikjFHoFmlIe2LUdz4RV0mpEVx1wtH+erOokn4U9bs4Jdf1vDjnjEs+m0eV2hPccXDZh7rtY2dse2hJyR9d1p0SkgA2gCd4ZUfNwlj72w+HEmn9F4pb58jwTYpU6KOY6rxFVB4kzx56SYoBj4m3IfG/IVUz88nOHI9LJTteHjax+IGHUUzeitE9jLw87OjODDrMtEYuQpMmf0gX7633uetmb7uAOPaTxOej5Nw4kwUCRfTOfdAf6IW3UOk9tKeyVcky8+PZeUPg4nQWKk5MJqlD3WmTbOd0A1xycnbRNazVIPYSdlst3fh/Gv7mPbZU+Sc7cn5pecA2LVqBhH//IcB+zqytvYorl+4lFm3X8aEKnOZYt3Fthsm8/nUJ9mb34JdG9ujOwaRTfKhHkTeb4AUePGmt8FgRzwHTDif5xp8Cz96m0QfzMn26jimiqwGFJ4EJV1Rez4GPv4UHy0ODYEvwlsWHTBP+xbv5nfZ81EhshoNVEGcjppAbWAAtLp2Mzd+9yxvvdrLq62IjTcx9uF43jv5jBDXNDk2rQrQGG6bcQdzskUYslqcgbpX2vh3mb+bkF/aPDrjEJ9su487fv2EZYZmpF7/NrEtcrDdnsf4GXdxeG9V5sbPxrZcW7jHtBYIh8RqqfT8YwnaqhHMf3cE0a2zyWxTldRnY5m6diK7f+nOsi0DCR+Xi2lMjLBtmkGD5w5x4t1GcDQM7ZUW7DdoiZqdQaeue1h/qDe6Cxasv+gd2l/KXNAsnOkDcsJkpHivj7fCqvkEbxpK6PRw9ITa2zHo8LaCLrQv3NAgF//3QHSHHfFwD+TE27JUcXoaqFz3N5zCKvca58cdjrJWEfvRPW9lV+8O3NDkD68MLw0wad85su95E9tDenZ/2lKMq9mIhO5cYMVf1PtULB8RZmXzyZnsye3MM0lr+fA7NTG/rFywvMMVtv58VPcnbElX8dPd80i9+h04oWGjvjstzp/ivafm0fzPllz5yqrChhcU2DOpKYks6Dma+ZePgD8hLyaOdm22MXTtIua/O4plfw2EjWAaFANHACO89dZ4zmXUInJgPhwF2zd67HdpyduQwPqVvaEjWI/pFSOpBuc1GInvCffephYEq+EF6vglUGXTgxYDge/xUBGjdCzlX/UEhQ2Siqi08gUpUFseHlsNwrMWgTDCHPutQ9hjJuAKG+ZPbFSJOsdXupF8pstBPv5ahKdxyFTdbZAzOXkqbVLOkL41iwaxZ2g/7ACcVyww0szzL0+hY38bVTuEEbb8dppNf5XE6WdIXfA7b51+Fk3CEiK0BvJTQy7IUCHU0D8FrKLejBRO/REP1a8VyfQp0PabPfA1cCdsbtOdtfdc5YhouTnWFo142+Z4TYMDqzoy+Ktf2KzrjcZgw56phQwgDyKrGfhoyJOYsuLgNMKgixH/IxJqPnyS84/XF9fZB8B7CO9XejRkRIE1B+yuIfLivF7ehq0DeaJVEqHVRqgsqGHHgCMK79vYlGZmpVI5VFQY0hV5jQTKdVKa41BC6FFbE7Rx0EoDTYE/KKxvGQNxtbLJvSmK2x79iVUR/eh67xss/rk2AGERNvoaunJs6Dba645S72wu2yb2Y/2IVNIeeYWatc5jyU0SA+smhMcr37FZkZAUt5CUzJMMWwwL+gCDR0F+FagNVdpnUr3rFo52XePjPl+6jFhiYfbgon6BqQ3+JPbJOjy4+y3Y0AxScTqX9Y7fbdK6MuD0sCivOY1Ytj5QHagBNYefRdfbwvPpbzJu5afwOs5+7VbHR+XHIxBR7fqQ+NQ5Ul+qJbbDDtQCugPnT8Kp+o7cQBOwG2fYsThvuBnvPFp5BGfOlLLFWmijhh2DEl9cspfGhRwaVFQY0pV8xEiSR2C4+2XzYT9ii4BFZsIeNEAe1H/iBPr5FmiAGCgjIVsTh+2kntnvjWbMunc4ThINkjIBSB4/g4uaBI7c/RIr297Awsfe42h2M2oOq8W/NOTbZ/8DW4H1OA0vm2NX0iDnlQEQO44FyWOh+Tg4XAUuQnzdTH5a0det4dX3+pMkdgqV/p5lRxOlo7vuJLfObs6/sYPdLvPEiWuZ+lFTHv1gPtyGyNKQCfWZOAwv2YVCea3n4iz8cPgaXrbSe+oqksZd4Pzp2pxZX59x4z+l0blkYasVdP6yi/XKv01AK2AgaGtZxfenIQyw88AsYGF92IHj8extwYnc9pKQ1c/BiDpeKVE9XwGJu0bCnggndJo0XypUVBjSExGO76/MuZcvjco1FNZKkkQj3BhJoK0KY4AajsWr7kdnaoZ1rl4MnLFATag58gwNG53gt8wb+TK5H8c/tKBZehVfzn0Idoq1duuyno2nryTu6izSzyYQcTIfq1ELa7WwBTHQgzOyJcU29Y5NioS6V59g/Ix32F3/EN+f6lFky3v2P8nmn6ZxQ4NezAsbjt1gpVmjixxOTvDymAQ/N125n/nrRYsnbe0YbG8/CYc0JLXeSsrIRUWWf6LDBpaOuZtvTr/BTT2XcPqORmI8L2hwbaHksFYssX1yaND+FCcu1ie/ow7LlGjoDfyJuE4u2Chs4CjyCDUIg34g0AX4HEgGYey5VPdWjQeNCdL34DQ8PE3APHVwcCWH4Kh0dkVarpcGqucraPFFv+XSuaBDhxwq1wtlRAwGldlT0h9yGXJAM4LNLHZnMWiW2SCsFdVJg2sRA2s8UA0WNRjCt+ZRdIrZwYvMZuUTU+hjW0Wr63ahuZgF+yH5cGNiu2RTe94sPhlxHxG982g8+DCtHvnXeeqkJ8Tq+N2IcFzkiM2q3fw0mif2E/NDa24ML9rAe92q+pi6z+bXN7fz1tTD9L7uNJ1uMNNoTJUyHpPgYdu0Cdz0ZEfGb8+EPBNMXgS7IWVKMg8uKWqInHmgMzknq/OQ/ntOv9DI2cu6ABkrlEaY8iVPmJlmfQ6yN6UNOb/FYXkmCi4Ce4A8C1zIwykOJl/yeWx3OqjyHN9dkMKY43hJuZkcyEiF9LM4jSpPuVreerO8FV8NRNRxyhXV+AoJglls71JFGQqpTCqzp6S3Rqg3A04+LAF2g32vlqSwM6RUT2Lg7Yu55snF0AKoCldEbuKvtv3oGbEaVsPVp5fzs24E++/tgH1PPJwHndXKi+0mcfa/w5mzZiThh0wcG9aC/fe0KyzfpEQaYQA62PJLDxbXGcU/VUbx+4hhRRbvkngWnhgDe7X0zNmNsX4z5nabzlUvhmYRzdBrMngpr3DYqePEacxfEc9nP75B2DvjodpQuADXvhbF3qUw+ZOdjLt9F9ZdrwBwcKWJxzssZeu+y9DXsUAz0HaxgkZKOMicInfXshlx8jLY8VoTmHMRDOlAFtgvwqGL4neyHetStskyUcg4siPSuPYhQpCYERdFjmMdBsd2nENYdiXdW94aJv7uJ1tRqOOTO1TjKyDx9WJ1dZOrBAfygR0IyOm8gYo1xHIpvfdNWTlphItmsaocSHm2DvaPtCz7bAjnjtVn4Lu/EdnDwIp2fXn08y+Z/94IOAEz/hjLkhtuhmOIfK4saGg+ydv7nkHzSBg3/baYjGcTRbVbGmCX3gfXl+NHNNBebNrqrfegX2vlbcv3BVv54Kv7GWuuxs3jTnP7oO/hFPT6fRubUp+mmjkV8+drC+1h3RU3AXDdVOd7Y1/aI7x6QUCdO6sS9tPNLDzcmSmzxxW835sNHDxSHYD8zVEYP4gRx/cC3LPoR6ZNnk964xb8cu1nzM+9gTv/e4iEFnG80PRVaAxPvj8FzV12kkanOhpcC6+WZ/IVr2zHKwunsaZMdre5vCeNO4S3LRYY5Fj0fzj+r/SQmXBqfCm3yd0kwuzhfVcCIV+zNDgb3asURjW+AhZf3bTBrPtyKSMroAIlnKCMq1RUqMDgxXe5y+VR5oxZcXo/ELtwAdgMu7/syPI5Q2h67T5O/9JMJEZnOhY/jxBNzXBsQiZs+L4HaXfUJuvveH7tfyPaPJtj/JDnSA7iLudMA5oYOxFDjAz/7SeGdF9MmjGJD254hHtZRN+pWtJvuIzqO7KhWxw/P3i3qKDMgCf0U6mansn+O//D+p++IiwKHk5YylW3T4bJk1m6cyiTHvsfAF+83JaIX2+iTisj94VvoUaLygkdt+2QAkCvL2K5u5VImEv6TzMuH9uMi3XeRI+VB82/YU7tAH1G0/LfvxgwNgvTiNe5Jiof47jb4M6r0N5kEecjE0iFiSnvcuczv/BByttkronnq+QxrB/wPMOvXI/91HkavnSQuntOYv9aQ9sdu+C0GXE+lBNQI06h0yycqvOuryzFS04+lNeixbFuE0SZRQ/HR4FZ7xPRfafIMQSKXhtQdFLszgjx9rkdrN4jdVzyhGp8BSy+erK8rZZRCUxyCDzvpbK5d3lfW2U19MIpGNy0iPz8KhB1Ry5jbv4U2yE9NYznGX38OwZOXkDEpGzhOMt3fqygHU02YrczYMPontjSNY43pMdEekRycKqZi8FX39JCo9H7WDmjF3V0C7i/5efkdmzFh+n7MA0fwJxF/+XN6ZOY9OosIeR5EUiH6b0f5GzeGRpHHOXuc5OZsug8P/3+O99fP5/w+nl0uPYwZydfT3y8iYduWcOZH+w82ncR4dUh7bWHWDJlJlU/vZbHq6/knqdFjln7BKcg2bNLDgHw7W9/sGT8TF5lntuj+FDYTJY8OpMfFhRNeP+l2i+M+zOHu8fvBaDdkvZEhVnYMS+G7y2D2PTbh4SHG9lSYxTPz3gAW7ge0+dd+fKKe+A4bN93Dys7v8egGfP47bK2ZJHKRxceYe4Nw8ShdLQFOreoDvvnt4bXwHgykj9WDeHYyTY83mkuL6a/Tn5OJCf09dActrPyi6sdWlry3rEhDKnSXLPSU5WP0xiTRpUJDEY4Z4fPYcw3FtqeMLlx2irfUBpM7ir9vDWolCHQYMJbr96liSqyGrCU5maz4H0FmUrgIbN4Yyt7Q1yQCcFmnJaNv5EewLhilrHheb6oBcIgXgOdEJs4GOx5GmZ88DA0hkRzGiyDf6/vQNP6hzn+RGNyX6oq9JiUX1EwYNjgovSoyLweJTLs6Yh1mmMx/xnGgS6dqForgy/6zOCFei/z2vDB9N2znLbsY8OGHIaONrBw+02Q7lxT3oIY4jt1IPmMka+vnEhSvpFvTMkcTdaT/UU82a26sqheXc6060Xzbqdhex1sja5iybBm6NYksvbN28iY2IgPbpsHmigazkjFrDNAs1ZomxpYUWcTd7/9HffceH2xZ2G6eSTTP4IGK3KZNmw9y38bw+8nhmI/FsH9GePJWmEGXQwdPl7JpkWtabjsEGeWdSP2RR1vLd2D1X49bICFb4XRPf44b099Ccsf8ZAO+kQzidH/oj1rJyw3jJ5jLLz/3WMc7deisAKJFnErNIEqd6dj+OQnbv8knI3zunD2/paEZ5qYMv05hz0jeyna8U7GROZZultOh7NTgjyv2Y4NigWMcE4PYVHsqduVbeO7Cq9pwWelxhgUNfxcn+e+pIoEqwETjAZjxaFKTQQ0vkhOSDyV5asED4FogLlSnj0lPQmxKq9tqesAkIQw2nTi11vS4dYq8IUW/gUuQssb93KgYRuYiRjYu0LEkFyMG2KocfM5UobVxJ6jceR0QWHZguIqMyMU26oT26TTQAdIuv8CsYkpXNFjFR8dfJn2mbvJuxjNe7fez5jBvwhpC6NiNYmgf8jM9ePnokXLonXXYJuaANvF7k1fch/Pv/o6mhwraYfrUT0ujTR9dafSTDXHIUkQ66IBRE2Zhj7CTPbW0hd3hDWKwRydAE/eL4yNE4gQYT4F1Z1EQawph5zUWLBCdO9c2ry+nbMPNub02rricFYD5pv4tOODdLlzH1MG/5df/7gFfqaoHRIHPGCH4cAMDWEmM+b9y2n4WguO/9hMrG8A8FAO2KWWnScdKXkufRnqlNcXODUmooSExOWIJt4fADmywvIYTikJZZjcTtHcTl+2pzL0AcuKP6qZgxdvpCZU4yugkTMuX1GV70OD4rxAgUJ5GWGedMCkrp0cHOPg8iRI14lI0WDQJNuxd9bAx4gxUQe0hmW/9mNgn9WQCxFP5XP1c4tJXZDOxrQxQtX8BA6hTnDIpeN9aEgegzhAA3VAP8mALknD18NHcuf78+h430Z2Du8mwo3nKaw8oAPi4Z0jjzN52Bv0/3UBvx+6BvvgJKdhosN5a4dR4OyjuuP9GIThlQDXPLGEgXG/8UL9mhhyyh7g0GjsRMbaWTxkDlfF7xfbn4FTv1f2jlZuqx1nTrvjPW0NG7YrtOyv3YL2P+zBnBcGZjdDkEYjDMiqCGdVHej+xRr+GdkbbT8btm+1TMqcxGuRE8AuQ8GulLV4RBpckjDEQY4E4tA2smGrrYW7gMcB80Gc1ZJKL6mr8WTB+zB7MDbQvnSU7D2hGl8hQWm8X6D2fQwVKqstUWmIwL+Cv+G47wUZhTC+Yh2vRHhcJ96ag0hiLxDeFGi6gd2mEV4kaZDVAgaBNsaGLUMr1MmNsrLNhO996OQ9F0/fr1dy3NKA5G+aQX+Ex60tdGj+B7u+vl4YJSi30TFZKs5O0iIOSTROw0sHVKHA4xXW1szQp2fSNmYPr0RGe15XKbmiwWkeqLedt5/+gSOftxYVig5ZqwJPGDgLBK0UdoCEAZOAdxyfQ2nsuuIwZPVAU9AMtGP/TgOZyjY9MqleievfZSXe5fcoIBZ0WmgDNAfmZSAqPGQOoMRKYSvbhG/huGD0eqn9G1WR1ZCgtGW66g0QGuQSPDNf2etF5uCUFalB5oo8HlpoUANu0onw4jFgAo6xTWo2CU+EfZdGqNNbHF2VrXZhpC2BKGMubMPxNNRQRNepQE5CVsXlKN5T4ggl6eB8Xi2Sf2gGG4E3ECroG2HXvutFX8Ein3f8bbE786uVL8RmF9LGNTs21wqaJDuaa+1omuYwdPuicjG8ADadqEu/b4/x2tBn+OC/D4g35SmXTkJZuGCh6CEyAy/ZIddG4SIGF9kOoMD7aAHuhXqPH3U4Q6WBk4fT0JK5X/42vORGSxTbmATUBObbIaqq4//5Lp/Lc/msL4ZXMDbQVscdb1ET7gOeHErv/bKgnuJQQJbkufMCBSLSYpAS4GWZ41kR94Ay/O6wPDQ2OG2FdC1k26CWDpI1EG2HPGXoI8cxJugRriOAKKgWAR3A9qRF5DJ1Bo4Ca+RAbsb9YGKjqEcixrG/+WC1sf+RFjjDXlrxfanAMuU+uAtp6nEeM0XqgPJWlrsWizBGqoC2mpXzHWry6cxGjH7wBjfr9R9jW7Rn6/g7MHQcQHhDE+Et8sn5K76woVjI6FL+IZtiyveLq+SLRJz7OPhbw8kPmxI3/CzZn2lxVuKCuEY85bQpjTp3oT7lPeXpOjUgDr6setVCE9G/kxWpYr2GeApLxrgLvfkqFxFo1c8loSbY+4IadgwKYin9AKaGH0MHaTwEYy9Pf4QklT0xZdWlzMlxxOJ0CWDNxZmA7eo5jnZshwY01aGKnqbL9sEMPUe+aQ5YwZqGs4FjaZA9J/WUvM+e7mu5nVCwzxrHW7I1ZxwwCKrWzsDSzk6vzqvJG76I/+1uUIZt956u16fxwMIs6m+8wKBxf4icOdnJp2AcVg4vSveYt/l0jsaZkbGQL9v+mHG61jx5h3zJ11MijTF35yXe8YqGpDiRH5h2HKcXTmmouxrnvib8B2MPR9XrJfEm7Ki6RYICC84Zu68YCR6PiUrxyFFN5jwFE0aE5SAzxUtDDs4cOBvOAS2CgtCQNd3N55SJ+3KwjgV7BlCVIy+2hmVmhPaDgbK3fZLfEYZ3xrK7ZfJwFh3YAU3RsVgPzyS+xbXjlnDNmLEsHXEEqBjDC+D16qu5dslGJidOFpsajUtKk3KDlYnj3jZZlsubFIaXfN/dQG+nZKX7kpAGm6xqUJ4XA1ANqsXB5RY4lA9pmRS2Nt15NN3FX4sjGHs4BqsIbOURbE/wS5R8Sm98ST2ZYPSWqLjHgDA4SntNVBZSL0wObKV5/OTi9ArJti4lhdcNOA0/ecxygEjIjYTlYYjSPU+DuqQkg0Hul0SKscpMeU/ny+TYftfqznzFew4DTBInVveJ+T9sPdKRWu+35JmEj3n0++J1vPzJ02lXE3N2E1+e60pkOwP1Lz/OoV2tYL3rkkqDyFP4z0TJFXKyStBdeMs1T6+sKLdTThjMQApcoYc/UhHeLWl4SYPS1QjxNcEeAqflmLeoLYRKgxp2DBqiKJuAqhp+DD3CCH5Nt0hK5wnTIrxgEik/4e26Ijz8rhw8PRkKJRGOM9/N3fd68kRr3fxP6eXUiFN+PXQasIUdSy6n1WP/sv+bVBL++gO9zsaFizFUNBOz7UT9YOCdrq9ifiJCFDbkgdN7k0th8VFXFXhvvCaeWnC59k8sb5RGvizllMal63bICglfUObEBQtquNEVNewYUpgpm/FlQDXAQg2pul4+lW0VQz7C6JA5Ut4im5LLRHylV82bdRk9/O4PpMFmpOikSeYqhVP0fpaDdQkGdTicqNqYka9/R2TdPBJvWMBauvtjw33mjafW8tZz95LV5U66t/ybvHvj2XW2MxxSLmVT/FQaXjmU7DEpTqvL1ZCrCJTfZ0aca3f7IHuN+kqwhe9Uw6u0qJ6voKK0VY8S2T5DJbRw9QIFM6UxJPV4nli4VA0WS3ndG65inSW9rwxBOlTz5fJhQE2I/SkD69mjGGt3YPqmPuiW5fPAiqF+33JvmLH3IGO+nilqFHYC+1A4u5SaXErx0ZKayXsTAq6MakCZyO8qYKbEnRfMG5RdFYKByjoHgY8qshpyFBey8GUdqrxb6BEMLYm8Rakg6stn/G2AyvtEhhHLig732+iulY30finCjhqH4Ggf0Nxtp6omjfRziZDyD0xZ6oft8x19JFQ9P5p+m9ZwKLE1O0d1FfppWSiEbl1b7kihMk+U9H9XBfnyRilp4cvyvqIMzwY6pa0mvTRQRVZDjtLkn7ii3jChiRzkQmEuJR/svuTLSO0tf17fDkFWZO/Asq5bapa5YnF5X8rDe+BfsH+oIf33RLo1Xs9ld6WWcbtKj8Zm42K1b1n38F56tlwD7wJ1QdfJguZKu8JmlYaLa+jRlawS/u9OPsRfGBEGUC5O8ddsnCFtbyit4eUpfBmoqONIWVGNr6DCXwNrMLm2VXwjh9AJBUgVdF+MMBPlVy0m5S2Ka+LszTrcTaJc31cOxBrh9ZL1FXUh+vUM3vv8Ya64+Dm5L2wq5baUHbNJi82m4eyhSJYbexF/x0swBGxdtNijcURy9RROvneHjZLV6X3VyiqOHMVLGlnSACqNESSv1dLij4l1RaGOH/5ATbgPOvyVOG9Czf8KVfIITikKT8iBzdvKSGWoq7yak0uZi9KI3soO1K73sfTqyJCjw9DQA30RSexaYDjMWz2Ca+x/oh/3IvZKFBZvWDeTEUfi+KpfFMe+6YL9ycuIujqHpAOpXPhfTfJNURQO2XqqWCzJcCnrgF+ePRJ9aZTtDn8aleVNMBmJgY3q+Qo6/FVWHSreERX3+Bq2CwZkY0NfBip/hyJdKU0DbvB8H7vpi9kfaI/oEVkXNINs3LznFtpdvZVPBywpxXf7kRTYa23HyN/CsOzX06zxfjQ2KydWNMLUJIKoK7yRTSgPw0sax9KrVV6YKLtBEkxtedRxw1+oCfdBSVnaDbmiyk+ENspquVBCVu76kggv1fHLi0h82x5PCfjK96tBbDj0h6TJp0mdUQdGgD1VA+egy9h1tGEfP4afKuvGl4mI0fdiPN9Q2DtX2dG1sWL7Voc9XwMrZPsdC0VDi/kUb7z4YnhJza2KCIvJvLyy5mkFUxshNdzoLWq1Y8iixb+VbaoBFtqEUiWkK6URaVX2TSwPfLmfPMnHyPejgDjQa+AK6P3dX6TUrs7+ZzqJf5n2QWIMjV54nWRql2mrS8PSu+cT3bkKQwYvIOvBanAB4WiKAU47frcbcBpdSuNLarV5wlsBVZkvV1Fiq6XV8HLFTvCo2auGly+o1Y4hi7+rYtQbK7QJpUpIV0oTiszD2RqmPPAlh6ekbXCo7NsgrnUm677qzx15PwtNrd1AemuIh9b1cgirhJDQ8W870q/+arI+ribeyAMuIvLTsgC7Hc8C0cWFxeXnSsKCSOKvKMPLXe/G0qAaXpc6qvEVtJRUGeQrFdmiQ6Vy8EZRPFgpjRSEMhzmb7yVRPA0sMk8JbtYT3s7uX2isVk1TL7zDdgFXIRJw19mSqv32PvPJPTx/tAi854Orc+z5/08Rrx7K107fUuTCYehJc62myUaoCVJShSHGXGMKtIw8Ed+l3JdwYA6LpQXatgxqInDP+KPElWA9dIgVPPAoHStiiTlUSHqTTWkuxxOqX4v78lo0OnF6qIcH4mHmgPOcL5GHXT7lnNF0w1seKVyjOtrNtZm+eExMEsLqcB2wCiHFulllO2wciiVAfKfAAAeM0lEQVRewb6kXKp8KtYo8FeYURIs/RtVIdXSooYdQx5/3xiybYZKaONJ7DMUKEv+jxH/V0ea8I9nzey0AYyAAdpet5uLsdW5b907tKh/AEw6GtbO9MN3lUxbThT6O+aTNbRlHoNeWQiDgbbgnBjqKDrUePL8WPBseElvV0UaXmbK5zkb6Pjb4FRxRdX5CmpMlNiE12fMlG8yskpgIPPAYvGv9zRQkF6WMHyfY8rwklQ19ce2FPeolQ24lbjTJ7ODzXGudLAntj11hp6gQ681ZA0KYy4dgCp+2N6S6f5PbfYoenk/c88W1taK4OVT78JfiBZDesCiQXjvNIgBvaRwmydD1ejFZ/2JlKrwN5XRDLw0qOHG8kb1fAU9/r6R7f9v787DJKnrO46/u+feOdjlXBbZZeUSIwgiimDwIqBGF8WHaHwEJahJRCN4gUlIUJHHKx7wgKCJ5jDxCmI0ivJwiYqAAgsEuRY5l2V3WXaZs+/KH7/6bVf3VB/T3XV01ef1PPPM7uzMbE1Pd9Wnfsf3S/LqQ0ljSV4HVsY8lzt9jdiRlnm6HxFutgi/nQudOx2aAdYAuwK/h813r+IL42e7wct4z8jtXR1pK+9/163ctObP2PPd+3PqFXtx/dnXcfSG+/jY/Zdzweh5cBBmVnsYE8AOHoTdlkF2iuZB36fGGWAeuzCDlzu0GIh+OLfmSObmnHhR+Op73bS0aKRFbzlJmDn64268UwW6u+iVMa+zbtfptLsI3zvynMWkmGzNP3/6Xz7KB8/6Cvuc/Af+6yen13z1Y+87mAsufqDLY23sljPewaZrVrNl91O5Yo938JqxG+BaGNpY4nP3nkP21CLsCewOrIXJt+/guec/AGuGqO56rA+zjs/HILgNEY0sNDiOXgjiXN1reRS8wqFpx0QIolWQbSjc62lNiSfbKmck6gMJiG1R1M1GA9u8O4t/cdR2+E0xgrng29BV/+/2tZ0xZ+xR+LsLPs/Iq/MctfZq3vrXN3Dw6Q9z8cv/gvMyx3P/yDquP+FY4OIOj7GxqTXwyMyr2HHdCpiH/LOjOLtm4CrIPzLKxl335YjsbTzxwuewdXAvOBJmfrScmd8vh+XQ+H7fLxyXCG8NahjrXeO+nlYjXmHSyFciBDVK5W5zl5TotFVOP5mn++e0DWGzdDYq4/cY24ued43aKGbtVxbTXNv98GPAFhh52yxPFfZn03fWMvPj5/GBzBsZ+cxpbF55PNmfjTN57BSff+gJdhvqfsRleNUwA5MDTD36JLs+db2pM3YvlL8+hHNJBrZjPrYKxo6fYfCCBTgFMtc4sANYyMOmHfiHLL9QEuZzMcjRLqjtNRpXFRS8wqXwlQhBvmjyJHtKSmqVSO5OSMsWZu2Wt3/gUrVaw7QM2AVWZ6qVM4YwA5MjcNE3/4rDuIsNGw7hpSfdyJO/XMX9b7mY2058AQsPLCN38ygzb/4QHz3gOWwrLuNrN9xAZqn7KjJwzNlFnHM+wYajL6P8pfM4yDmJzeMnmur1O4BbgK2Y8hJzMPjiHDdd80o2vW4/uBCcBzLwkF3GkMf/ueX3WISx7ME29A46dMT99dSrwrGyFApfiRHkegLtfEmXfrhT74VeXnhtA+d2v1/9Vn77+h1jZyGvCeAMGP5YHv4E2I2dJcH+5nOXUfrdMFya4ZbTjjMjYWc+y9y7doVHgGdg5YFPMrZ7hsvvv5MLD72M7OmH8YH3/ZYf7v1t9hifJ5txGMrWjgJmccjgcMYeVzB0yYmsvq/E8hOeZvVxj8FVcN27/5RTjv4Oh150u7lmz1BdyrYApStHyU5UGJos1hWeb3QD53duCfq552Ae7zAW8ffDjavO71FQkdVEadQnrleW2jhY+l9SS1F4jdH7n7HdJt7e19QoZPeFPaZM/rgUuARecvpN3Jo/Br4FrHFgUwb+HIZ2FCheNwxPUd0QOOC+LQf2geGLcrAlw6G33cVtK4/iyCNu4YlNU2zdZz/+Yb/zWfvYnbxzv6MXHdV7fwX/vO08KjcP8NJdbuKW3xxjykecANz2e7j3+bCZ2vwyhNnp+AJYs/cjPDqzH3wPmHagsp1qRwFbaNVvZ/UcwS51sGtZwxD3FkLa2R4UFVlNnaCrJre7W0uSI8mlKKwFev8zztHe68W7yLkClRw8XWbwhUXG7lqA++DWs46BH8DUWdNkjnP4+8vPg13gbYf9JxxOdSPmDGYq0L3erz3yISrXDlD5apbbfnoUPAm7P7mVzT8+hMo1w/zgF0f5Bi+Ar70cVk3/hiPedCu3/MINXjPAfwNDz6/Woi173nLAfcAd8Nn7zuXM074Ix26D92eo3aBgA4nfyFOQz7V5wg0bcW4hFGYIFT8a+UqcoEe/wH+3liTbMpJffNcWpuq1dh47OwI2DuwCQxOwfBK2uqfnwzNwGHAdZg1+BdNH8QTgX4F7qM4ejQBnA1shs70CY+Dc495nrwCOgFVveZwvfugk3vbrdQ2P6JXfW8EN0x9k+N48hZtH4HFMuCvhKVtWd/nIZuDNmNaz7rEOnFyk/PMh2LiRakr0a10T1HRjr7oMLEXYRWGXKukba6LVzsiXSk0kTpFqLZ2gLKApyLSZx/zOg35uRamACQW9Ltti13M1m8ItYR7bHDAAxRJsLVQ/f/0QrHe/fhBYBeyDGZHaQrWgv90D8Fn3x1jpfv48JrTtYf59uDzHg+ubl8uY2LGV4956NY/fs4aHNxxsmnnbpWo7g5dDTbCpAFfYvwzBdIa1pYfZsHl/92OFuvfeL+y1MuGWq7BKxDd4aaoxLjTtmDjNKmn3kqYg0ydHddQiqYLc+dVsCrdENSgUMY/1M5ghpCImPe2oHtsRwL7As7Df6zZUWyLa6jDulziPZnAezZj/ugxnnfoFeI3DqS/7d3567olNj3bvIx1uvPZ4Hv6ng+FRzKBcCc/pxa7dynneZjF1J3aY95VpNvzPATBk/y1f/01cvV4yYX+PUdTWiuvOQU01xonCVyKF9QLTLpl0miP+BSO7YRcwBWGOxjuTi+7/vUD1Al70fL7b5PkAx5y5rwRugke+dgDVUSjPm+OY623J/dKn4cuXfwRuz/Cpr17IunOfZp8x/6m+V3xglvFr72Pl2o1mxCyDGfjcC88Mqjcw2blIe05w3D8vwLMzsLCV6vq2+vNGL6cEw9zJ6CfOayR1vo4Tha9ECutFpjup9Jon2Sdzt3ZCIMo0Humxj6m3v6CtveYAGXgAxl+/A+4GbnfAmada6mKGmmBsc4CDmYZ8CvgNjM7OMP7tW/jQ97dz+KueqTmCcy5bz/1nvofLDv8Wp6z5LuMf3m7Wl70JeC+wznucdp7T/n3BfZv2vG2huljM7znTq6AU5O+sHWHNOnRCMxVxo/CVWGEtMNUagvTKEd8pll6woyhBXFDtlJ3f/+kd9ZqmOqc4AyzAqzPMfWQ5TDj49+X0CcbLMNOGYzDwwhKnvOizfPnH6/jw/Dd47YUr+VL5KQD2mphn82mvpbB1N3JXjnHx9z7C3KdXsOfHNzG4uQSXAz+yxw/V4JSjOkVaH7BsIKzgP2Lai1HUPNGeh+wQYxypbVAcabdjooWx89FLi/DTaZDk74DtpidkK34L8bPU9tnMYOb/AHZx/26nGL1f421P5M4X7g88F1gFq094iMeefi7MOqw+/SGe/tzelNcM8s7SRawY+xUnVf6P9e99JV/86rlsuPogeBIzzbgOuAOzg3HGwYQuO73XbBraW3i2zOJRrgLdB/g4jDjFsSixboyj0s5uR4WvRHN7kYQq6Rdh8ddNs+l+kCHY5/akz8f8bmbs45yl8e7TDCYxjcJ7xs0Ox3sdWJYxM4B/DPwMk5lWAifC4JoibzzqCjbsvj/3fOZIKgdmWfZvc8zfP24GdFZgquyvB250wJmltmBqPb+P+00J2unUTgXZ2aNd3f4MQVE5iaio1ETq5Qk/fC2gAJZGdlosqeUo7BRkUCNgMywOYDkWv5bs42xHvuwFNkN1BM2Wf1iArzswMAGVjPnV7AvZc3JUvjlqvmwfYHmR0neH+OHsW2E1OPdn4HoYP3Ka+ZvdQD0L/Aemgn0GcOzUol/wsj0T6z/mp9PQEofQBZ66GzGj4BV3WvOVeFG8CPXCTy9bciCpglzj5jd11ei15GDWWHn/PuN+zE7tlYF5KFfMzsc8MAWVj46aZthbgRuBTw7Bw+AsZHj9y64wrYmmYev39zaZyVYYeQa4GVOFnyL+gSqPfzDyW2jf6fMkLsHL9nSKG51/+4HCV+JFtSMtDuswJBre8ghJE2QZCvC/cDZ7DU+z+HWW83zchrQZqFTMDsm7qc3Ibnug7K8r/OTRdeYQVjmwO9XyYzu/V0237DrezQJejQLKUs8PdvQxDuqKy8aCdyRU4k7hKxWC7vnYiLY3p1eZeDcV7kaF4EKA3dlY/7FmQaXRYu/6Nj6zkJ+HklNb0/XFwEFQWZPlwL88n8njpuFFmQYbPf0WzVuNLvyNFuMvJbxEXUbCK44Ns1X2p98ofKVClAUxo6oyLdGzU2FJ/f0HNfLhd7PU6sLaKIDZ71XyvPekqjxwPbAJTjz6f3nwXRcy87spM/V4MG5BVZvA6gNH/WYAv8ejFzdfQY82LkUcg5ft+ST9ROErNaZbf0pgCiS7IKc0N098Lp69VCC4NT9+F/hmj6Et/+D3cVtV3lvywf03d/3+CS+9ip+f9wZGtuUYnC3CZcAvcfNUxvO9vLzNwlsVja3X7mh8kO2eOhG34FUknuvOpBWFr1SJcg1WnJvNSvCSug7Mb5qwF+preNmPNRttaxTO7KiYXxBywIGrv/I62Az520dxjq/4fLtOzx3dPDbNpjijELcbiALxW3cm7VL4SpWo7yA1PJ5uzdrq9LMcwUyt+o2yeEew/DS7GHuP0ed7LwDzMDhUMplpCM/MYsbzF++I10SHx9IqlHnXqsVB3NppaTlHv1P4SpUC0S+A18LQdLN1qpL2HAjqwuwXYJo9dq1GiuqP07NuawjYCPuueAx2xTTIGMS9Stg6YlAbvpbyf7XL1reIiwXiFXS0kSkJFL5SJw47hrQlWpI2DRnUTUWj10mjUaF2p6HqRqxWmreXfOFXPPSJ58FBMH7uDBwIHI5ZgD+QwRSZdavnA+YSkmFpxZybteKJ2xqmPPGZ2rPnTZXwSQJVuE+dMuYEF4cq5AuYk7buAdLJTkMOE4/nY7fsVFmvu0qUWHyqtk2q2x2F8n4v+1i7o17DwCGw58c2cuuZL4fHgU0wd+ckHAm8Avim+6W3DoIzQHVNWh5TmX/aPUYbVBoFhFbBIU5Te/PEZ8QrbtOw0i1d9VIpTkP6WruQbnbEKE7PyW6U6f3IRKPHptEIURsjRwOYwa8xTJ/uMdjymX3gEeBZYCPwqPutrgX2ArbhZsAMDGZhzXLM/OQItaNhzTQLZXEaCW3WLDxsWiubRBr5SiXb7b6dk2UYCpi78Lgcj4SviAliQfVODJMd0V3qqFQjzcJcO6PY9T0jB0yvx8Pdv87DxLrtzL5/RXU/hNuZiB9grhIjwFGYl2oeOAJTKZ8hYBcYn4S5x2m9XqtRwIrTMoSgdrB2IoemGZNJI1+pFad1FaB1YGKu+EkpytrrkYpGgabVeiTvLkXYeb/tAA8CJwOH3s7st1fA/vYf3DZCzjQUp2HBMaNhdwFHA+8ArvkU/COwH/D6DMzZJuDDNA7QjSr1x2nEK098zkNa35VkCl+pFsdt/zrhSNy29XcqrJ+hPuh5g1p9FfohYBmMwR63Pwa3AlMvgjuAuxyqu1G9QWneNOY+FvgRcAlwzHnwccyPeK39fwYxo9dLmVCJ0+85Lo2ydSOaBgpfqRbXEYag6iZJ/8hhQkA/B/Fe7txrFlIqNH6c7K7GDGZkyp2izMHWY1fDZuAb9tvPAE9jLvx2Hd4CUIKsAw8BubJ5u6MC2yqwBbgUOGAZsCtkV5j3i/gFinyLnytMc8RjV2OcWilJkLTmK/VmWLwmJA7sRWuUxXfvkh6zVMsb9CO7UzHo+9w8i9dM2tN7luoOTPf1lIXx725n7g12nVejkgruFGRlDu603yvjVovIQnEEzpiEVRk4MAOrx+H6EbOmbNHxedndmlGLS69Guw5X0kLhK/XsVENcB0FzqBxF2tk1QRP0ZxDPY0adujVP4/VUdq1W/fquSUyoGsCsxzLBi2Uwt3WFmztsyQg7CmWbbzezzP3+bmCYnIIHyvDgM9Q07gbM+aV+hCsOQSMuwUtlJNJIVzQhHiegZlSOQsA8T+Nw0V6qsMoo1L1GslOw7zLzPjMOew2ZqvWjcOj56+FvgZcAIxmq4W3a51iL7se9b8+6793+glNAtoAZRpuu+3rv7ywuJSXKxOO8pzISaaWRL3H5FXKME01DClRLUgwT7+ern6CLGxepeUwqFfNQvRqzbOuQIpXsAPwuy92XHm5qeg0AuwGb7Bo7rwKNw+4C1dCwAL/Nwsrl8NQAtQ2fZ6kdBYvDQvIS0R+HphnTTiNf4orD3Wg71NdMytRe/PtFke5GcJfytcNAxRRLvcH8sXLf1XDJJ82uxc1AOQ+FGdi0jdrXfx4zetUqHNidke7XPGOXMDiYgJOnNnjF4fdVIPrgpf62ovAlNeJYesJPnnicyCVaBczFv5/CeBhT6HZ0rcTOcDQBPP4IAGsP3eBe+20QcXc0UsGELu9rq1j3Vr+r0k5VzkFhC2a3pN0lWaj7PlEvHcgR/XlD5y4x+m3cXgJVxpwwh6M+kDbYu0dVxZc5zPxZv1THLxLs7k37vT331pPA28+EX8PDP/V+ri0BMUt11KpZUPLuiPT+DJvd97Y0vvfrS0RbUsIeU9RUrV6qFL6kTp7+CF9QvXB4t9JLOtnq+MPE/7lQwTxve7ED0o8d+RoFJs3DcSdwFSaDjANrgD8AzhzVempL3XVXH9AKVNfkeUUZvIpEP8WXp79GZyUMCl9SxwaaoC4MQbCjYEP0bz0o6Y2C+xbH2nVetrxDL4Oi/V4ZzGMwaBbTrwXW4w5azbgbFcfBeRozZehQHfXu1Bz+ASPKEac80VasL+M/VSui8CW+ivRX+AJzgnMvOIHuKJP+MIMJIROtPjFCduPAUl5rszT+mep3Ac/BtlEYcGt7kcO8tkvuiFeJ6uhVJyHFHn+jcBHlwvb6nZthcx9nkQa04F4aiPrk1ak4bCOXeHAwz+M4L3C29bW6ZRto23Vvw+ysZZVx/8gc1YXzM1Rf40udFrRlKeqLqXo1+7cgeXdgRsVuYBBpTOFLGrBTEf3K7uISsbsi4zr9s0DvX2t2FGwCzgWW2Z+9QDUY2Y+1Cgo2xNq3VmEtiuBhjzHKHds650j7NO0oTcxh1s70c1HTBVSYVQxb0XyM+J368pjp8lZT5n5thGDxrt8RYMB82vl4BoNs4PLU5/JlF98vNUjZkbUwRT3SpIKpsnRxOwNJ7BTpn92PjeQwC/HDaHAs8WdHJ+LWsNtWqF/qjUL9c9rebIyZ9V6TmPuoUpbFhU/rtVrH1UzYbcCiLiFRoXbdnEj7dCWSFnJEu2OoV2wPNZ0oxZrHjADF6TmxQOuyBPU9Cb07Jt2u2UzA0DisdOCJErwhA9lxTNj0/rwVz/s8na/VCmLqtBE7xRhl8NL5RLqj8CVtSNKQuq3qrQWxYtkQFmU9Kq8c7a3DgtpRsklgBZy8G+y1DKjAE9uBafjhHPzRMKb2hPf/ARMg5uj8JivMxfW2IGxU7IaeJNyQSpQ07Sht6rfaX63YYpCaihQr576NEP1UewETaBpNQ1Ywo1h22nQUmIKJPeHKPDg2UMLOdV137wGDk1AaxoQtW82+05srWxMwDFEXS9UUo/SWwpe0ybZEifqi1Etl9021wcTL9t+Lulq+Xbw+yuIbhHnM9OIgpmT9CmA5VArgbGNnv8WdhoDtUB7AhLJuR5DstFvQoi6UCqrZJUFQ+JIl6KfWQ0tRct+SFi6lO7Za/iDmeRHV4vyc5xi88u7H98SEswWYHzXvF5VcKAJbwdmEea53U5Kh0wX5S2ELwkapgEa6JCgKX7IE/dh6aCnsTq8RNBUpVTacZzEjSFEEdDvl5X3tuUVUecA9LhvQnqXxSE03RYhtj8Igg5dd7xZlTbal9rgUWTqFL1miIskPJ3nMOpv62kmSbvainMeMgo0Rbv04BzPdmMWErKx7TDtor43SLJ2FmgpmFCjI5tDzxGOUKUd8i/FKkih8SQdmgamoDyJgdpRPIUz82FGnDOZmJMw1g7aRvFvLa2fpBdtiaNxzjDnP13QiyClGW8Q1yFDXLoUuCZfCl3RomuQHMKjd0ZXU6VbpnK1ubsNQmI287UgYLA5i3Qh6TVenI3BBUDsgiYbCl3ShQLoWqCuESTP1wSfMkhXeIAbVBtvtCrpgaYF4raNS6JJoKXxJF3KY6Za09U2005EjpO9nl/bZ9WHWBOE9X6Ks/g4mDEZZDNWPQ+v2SiLhUPiSLi2w9LvsJPA20036BgTpDW8YGSRZzxu7bqubEhZB0e5FiR+FL+mSrRk03uoTE8zuflO1fGmXLV9heYNY3E/LFaphK87Td6pKL/EV91e59IUypgRFmqvE22r5GczjEFVBTulPjUZm7CJ6iOb15S102i89Xu35SNOLEl8KX9Ijtgp32tdAOVTbodjClyKd8o4s1YefVq2P/Bb729GgRvp5eq5E9FXxRdqjK4P0iF3MqppYVbY3n3pHShBaBaV+DlJLod6L0n8UvqSHbB88Pa1q2fU99rFJ++igSLccFq+bE+kfukpKj81jdj/qqbWYt0dghnTVSBPphQImeMWhKr5I53SFlADkCLfSd7/x7hTL0nrtjkja2abeIsmg8CUBsL3ntP6rtQrVoq22cKuIVAuiateiJI/ClwSkgAkWaSzA2gl7kVEzb0k7NbmW5FP4kgBpMWxnvM28Qb0kJfniXKxVpPcUviRgM8Bk1AfR5+yFaYB09tKU5HEwJSJUfV7SSeFLAuYA08BU1AeSALaKPlSbeiuISb+wU+tpqT8m0pjCl4SkgEor9JL3Aqa+khJX6q8o4kfhS0JiW6MogPWed0TMPr7qLSlRsc/FQtPPEkkzhS8JUQ4TChQMguO94GUxL3E93hK0MmaES7W4RNqh8CUhywHjUR9ESlSoDWO2v6Re9tItu5NZjaxFOqGzsISsDMyiCvhRKHreZ6junhRpxfZSLKMaXCLdU/iSCKgCfvTqGxOr36TUUx9FkaAofElEVAE/Xrz9JqG6Tkxr9NLBu2lDOxNFgqbwJRGy0xi6uMdP/YXYW1NM/Sf7ny1VolEtkSgofEnE5jDtc7T2KN68DY7t6FjG816BLL5sg2rQei2ReFD4khjIofDVj7wXdG9vPhvKtKYvfLaenkKWSJwpfEkMqAVRstSPkNVTo/DuqRG1SD9T+JIYmUM1wNKgVXCoHzFLQ//K+pGqnO9niUgyKHxJjJSBGWAy6gORSLUTPJpNacYhrDWb9lOwEkk7hS+JGVt/Sk9NaSaIADNMbXBzUH9CEQmCrnASQ/OY3XPaQSdhUtASkXBkoz4AEX95VINIRESSSOFLYmyWavsbERGRZFD4kpjLt/4UERGRPqLwJTFnd0CKiIgkg8KX9AFbhFVVu0VEpP8pfEkfmY/6AERERLqm8CV9RFOQIiLS/xS+pM/YKUgREZH+pPAlfUotWkREpD8pfEmfKmAacYuIiPQXhS/pY1oDJiIi/UfhS/qcbcQtIiLSHxS+JAHmUSV8ERHpFwpfkhB5YCHqgxAREWlJ4UsSpIgW4YuISNwpfEnClDE7IUVEROJJ4UsSKIfqgImISFwpfElCqQ6YiIjEk8KXJFgZmI36IERERGoofEnCVVAhVhERiROFL0kBNeMWEZH4UPiSFJmP+gBEREQUviRNSmgNmIiIRE3hS1KmgpmCdKI+EBERSSmFL0mpGUwQExERCZfCl6TYLKYchYiISHgUviTl5jBrwURERMKRcRxHi19EREREQqKRLxEREZEQKXyJiIiIhEjhS0RERCRECl8iIiIiIVL4EhEREQmRwpeIiIhIiBS+REREREKk8CUiIiISIoUvERERkRApfImIiIiESOFLREREJEQKXyIiIiIhUvgSERERCZHCl4iIiEiIFL5EREREQqTwJSIiIhIihS8RERGRECl8iYiIiIRI4UtEREQkRApfIiIiIiFS+BIREREJkcKXiIiISIgUvkRERERCpPAlIiIiEiKFLxEREZEQKXyJiIiIhEjhS0RERCRECl8iIiIiIVL4EhEREQmRwpeIiIhIiBS+REREREKk8CUiIiISIoUvERERkRD9P0Th7c1IS5llAAAAAElFTkSuQmCC", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# import basic library\n", "using PyPlot;\n", "\n", "# Auxiliary function to map the complex rectagle to an array\n", "to_extent(zmin, zmax) = [zmin.re, zmax.re, zmin.im, zmax.im]\n", "\n", "# Plot it\n", "axis(\"off\")\n", "imshow(mandel_set, extent=to_extent(zmin, zmax));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There's another type of fractals called Julia. In fact, the formula is very similar to Mandelbrot but whereas $z_0 = c$ and $c$ was the point of the plane you were looking at, you can make $c$ be a generic complex constant and $z_0$ just be the point. Let's modify the program to reflect this." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Returns the number of iterations a points takes to go to infite on a julia set\n", "function julia_pt(z, c, MAX_ITER=100)\n", " iter = 0\n", " while (iter < MAX_ITER)\n", " if abs(z) > 2.0\n", " return iter\n", " end\n", " z = z^2 + c\n", " iter+= 1\n", " end\n", " 0\n", "end;" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Returns a Julia Set\n", "julia(zmin, zmax, c, resolution=1000) =\n", " [ julia_pt(complex(j, i), c) for i=linspace(zmin.im, zmax.im, resolution), j=linspace(zmin.re, zmax.re, resolution)];" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are all set (again). Let's calculate a bunch of Julia Sets." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# The complex plane to map\n", "(zmin, zmax) = (-1.5-1.5im, +1.5+1.5im)\n", "\n", "# Constants to explore\n", "c_explore = [-0.04+0.66im; 0.285+0.01im; 0.8+0.14im; -0.8+0.156im]\n", "\n", "julias = [ julia(zmin, zmax, c) for c=c_explore ];" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And plot them." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_lines = round(Int, ceil(length(c_explore)/2))\n", "fig, ax = subplots(n_lines, 2, figsize=figsize=(10, 10))\n", "ext = to_extent(zmin, zmax)\n", "\n", "for i=1:length(ax)\n", " ax[i][:axis](\"off\")\n", "\n", " if i<=length(c_explore)\n", " ax[i][:imshow](julias[i], extent=ext)\n", " end\n", "end" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That's all folks." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "\n", "# MIT LICENSE\n", "\n", "> Copyright (C) 2014 Paulo Marques (pjp.marques@gmail.com)\n", ">\n", "> Permission is hereby granted, free of charge, to any person obtaining a copy of \n", "> this software and associated documentation files (the \"Software\"), to deal in\n", "> the Software without restriction, including without limitation the rights to\n", "> use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of\n", "> the Software, and to permit persons to whom the Software is furnished to do so,\n", "> subject to the following conditions:\n", "> \n", "> The above copyright notice and this permission notice shall be included in all \n", "> copies or substantial portions of the Software.\n", "> \n", "> THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n", "> IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS\n", "> FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR\n", "> COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER\n", "> IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN \n", "> CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE." ] } ], "metadata": { "kernelspec": { "display_name": "Julia 0.4.3", "language": "julia", "name": "julia-0.4" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", "version": "0.4.3" } }, "nbformat": 4, "nbformat_minor": 0 }