{ "cells": [ { "cell_type": "markdown", "id": "833b7362-28c6-4da3-a376-db0784fe76b1", "metadata": {}, "source": [ "# Filtering: removing artifacts in BPM and WPM\n", "\n", "For Rayleigh-Sommerfeld approach, masks are considered using Thin Element Approximation (TEA), that is, they are infinitely thin. This can be useful in many situations, but does not allow determining the field inside elements.\n", " \n", "With Beam Propagation Method (BPM) and Wave Propagation Method (WPM), we define an XZ plane with a background index (n=1 for vaccum, for example) and insert optical elements considering its shape and refractive index. We also need to include the input scalar field and propagate. Since the field is computed sequentially, no multiprocessing is possible for determining the u(x,z) field in monocromatic, single field. \n", " \n", "One disventage of this technique is that no reflections are considered, although perhaps they can be included in the future.\n", "\n", "One of the limits of BPM and WPM is the resolution in the grid of x,z. If the grid is not small enough, for example, in a phase mask like a lens, the shape is not considered continuous but with edges. In this case, edges produce a discontinuity that proagates." ] }, { "cell_type": "code", "execution_count": 1, "id": "92bdbf77-7d45-4ede-8a06-3205e621cf3f", "metadata": {}, "outputs": [], "source": [ "from diffractio import degrees, mm, plt, sp, um, np\n", "\n", "from diffractio.scalar_sources_X import Scalar_source_X\n", "from diffractio.scalar_masks_X import Scalar_mask_X\n", "from diffractio.scalar_masks_XZ import Scalar_mask_XZ\n" ] }, { "cell_type": "markdown", "id": "5886858c-9035-4279-9533-fddc142a8e6d", "metadata": {}, "source": [ "## Bad computation with BPM" ] }, { "cell_type": "code", "execution_count": 2, "id": "36ebdef7-2fa1-4101-a0c5-e62109b3a6ec", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "208.33333333333331\n" ] } ], "source": [ "x0 = np.linspace(-200*um, 200*um, 512)\n", "z0 = np.linspace(-100*um, 600*um, 512 * 4)\n", "wavelength = 0.6238*um\n", "u0 = Scalar_source_X(x=x0, wavelength=wavelength)\n", "u0.plane_wave(A=1, theta=0*degrees)\n", "u0.gauss_beam(A=1, x0=0*um, z0=0*um, w0=200*um, theta=0*degrees)\n", "u1 = Scalar_mask_XZ(x=x0, z=z0, wavelength=wavelength)\n", "u1.incident_field(u0)\n", "focal, _ = u1.lens(r0=(0*um, 0*um),\n", " size=300*um,\n", " radii=(1000*um, -250*um),\n", " thickness=100*um,\n", " refractive_index=2,\n", " angle=0*degrees,\n", " mask=(10*um, 3 + 0.05j))\n", "u1.clear_field()\n", "\n", "print(focal)\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "bca287c0-af52-4025-8710-6e1c3c93571b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.draw_refractive_index(scale='scaled')\n", "edge_matrix = u1.borders\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "b01fecba-5564-49d2-a36c-65e671d61b1d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.BPM(verbose=False)\n", "u1.draw(logarithm=True, normalize='maximum', draw_borders=True, scale='scaled')\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "af513c96-abb8-49bf-99e7-b9df1196c668", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.clear_field()\n", "u1.WPM(verbose=False)\n", "u1.draw(logarithm=True, normalize='maximum', draw_borders=True, scale='scaled')\n" ] }, { "cell_type": "markdown", "id": "59d4b9bd-7ed4-4851-8230-3cda05047f16", "metadata": {}, "source": [ "## Better resolution" ] }, { "cell_type": "code", "execution_count": 6, "id": "3b0a90d2-2c24-4721-ba0a-4aa270526265", "metadata": {}, "outputs": [], "source": [ "x0 = np.linspace(-200*um, 200*um, 1024 * 1)\n", "z0 = np.linspace(-100*um, 600*um, 1024 * 2)\n", "wavelength = 0.6238*um\n", "u0 = Scalar_source_X(x=x0, wavelength=wavelength)\n", "u0.gauss_beam(A=1, x0=0*um, z0=0*um, w0=200*um, theta=0*degrees)\n", "u1 = Scalar_mask_XZ(x=x0, z=z0, wavelength=wavelength)\n", "u1.incident_field(u0)\n", "focal, _ = u1.lens(r0=(0*um, 0*um),\n", " size=300*um,\n", " radii=(500*um, -250*um),\n", " thickness=100*um,\n", " refractive_index=1.5,\n", " angle=0*degrees,\n", " mask=(10*um, 3 + 0.05j))\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "b1769a00-519a-478f-9df1-3adfe4b382d6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.clear_field()\n", "u1.BPM(verbose=False)\n", "u1.draw(logarithm=True,\n", " normalize='maximum',\n", " draw_borders=True,\n", " scale='scaled',\n", " edge_matrix=edge_matrix)\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "63bd9e4d-dc93-450f-9b24-6228242b8c31", "metadata": {}, "outputs": [ { "data": { "image/png": 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6UEQFHa1E2uK/jxZeN1zf9ln8PrbJSxttchVtFSk9VyiRgoOecqqoli1J/e4l1DxhV8iRbqttGK7NL3XEfWq0Xcpp8674fM+P14/So/3ReInGnwMLnoFnZPreyrXVgaKKFKrXX5N91o97Pm3xJvcUneJ078ONE7+Hy4jH1Ob2cg+vRjtGAIv0f62vLl/IAfevUbExHjlQPo7P7+3MixtrMZbOGMjqXSoZzfTfGQApG0/UE4F2Y2OCRxvPxYxrxRmP6KXVyn0NZF3lTbI1hRGpNxc4t5opq/A7z/Jh8NuO7omKyqmLmkKXtYvPXGnERRGpKOeZI90XPVQX7BpA1EDhKmCgvb3wfwQgLPdYokelynX0oUY9utcV23kVzenBchalB51R/jWwca+9TZG5YUM7vd4aLUVbHaDcM2Lu3aKWMuV13rxHao1CHcjtvrKiQcG7B1sz6gDHSB85nR3vBU3FuZtS6XlEAPf5dHCMzInT9qzlkTLVyf3cMPEU8ujp+SZ1p+t8/PHu9pQTH4g9q9IXBzFvQy2sEBODKFGGo5eJJ8M9qIM1X/Oea4a1GyNTG6fITDE/yAayShhkT+nYNGhJXwMYzvQDeeHejP1V5Q0FZM8//7y+9Vu/VZ/+9KfV7Xb1Dd/wDfrBH/xBSdJ3f/d36yd/8ifV7Xb1gz/4g/qmb/qmu9a3UVpYMajpAnioXe7dYxrxAFxXVscqD+v1hY91Gl1/p1L4zb52qZRaMNYXRIxX1ADBhYrfed0IkQNe22KJoBnbdJUn1eYpRSB0gI1UUoxJOXCzIBxcYoJKR7s0ThvQ0GbfoOweTFtadDQqoFdqba3Rm8gER0D5uYvuNcRAf1fZyDpXUry1mA1j6gf8+mHBKBfa6oqdOadPnPjg2034rceV6M++9ctpqkXTZpdl7h9Tw2uAwNqJVF5Mf0dhz1Qaow4U7mFTvP+M20AZtOgXxoWvLUo0NFc2dj6OUUfwW+S/H17ILd85CHAvr8PXLhnJfmpHm3cbjZIIltzTwRLwOlQ2HpBTDyt07PcLpYOqL5Rl2NdazcimvKGArN/v6x/+w3+oL//yL9disdD73/9+/ft//++1v7+vX/zFX9QnP/lJvfjii/qqr/oqfeADH9DBwcFd68S1lUovxIFLyoqgzZqvUU/U4yAQ4zFYQ0xWHHAsMkqNQqplK0WvxZVQrN89Fj6LIImi93GKlGANhFT5TQ2UAd9acW8mgqd7oe7N1JSPj3kv1BfnrRfqdQUUva8I8g6sNZoojpX/vi1uhiLyuIFTQrFOj6N5jDNuWqa9KB2ndZArqVRYDrL+d+xDzMSL++scWFyJ+iHITtHW2AlkeqDSQ3XlHefV5/RSZRwrxpMcHFmjg/CZU4Y+frFfrgPiHNHHyOY4mHLPOI615KyaHKNLuG+k5Lwd0IQOKtLuuus1fXbauZZoxtpk3of2u41KhyAmoUh5btwAiwbomwbIHnvsMT322GOSpOFwqPe973361Kc+peeee07f+q3fql6vp8cff1xf8zVfo5/7uZ/Thz70obvWWfMoXNESkIwKKyoYJhELGEH1ALMrqXg/pxqkUhnU9nD4AopxCoovmDY6Lir4SFfebXzc23HlVbMa3Rp05Us9UXhrCRYRFCJlGpVCtBhZ5G2WeQQbB4IYnG6jkZzKiUDDSzZGPga1OIVnjrlyiLGgCLauFNvaSt3Rgsbj9E2ukX6+Sj5duTOunvkHte702VTZ0sZ4i9ShU3zU72nf7ul5dlyUV48HRm+nxjrETEG/n/eJfvn4cY9IsdMfV9CMJyV6XP54FU/+iAXgiIZFTBJSGI9o5ESqMd47jo2PdzT0fU+dlGNrZ82LWJ+zV7TtQjl2iyEaDQc/PzSWNxSQebl165b+3b/7d/q5n/u5HdB65zvfqeeff/6udXQlXVNpeUq7CxThRmijV+Q8NsWviW47k1vbs+LgyIbCmBkl+z11RGVDXZGC8+Lg0bXfxPZTIvDVQA+qyAE+KnO3PJ3rv0oZ1hbtxn4XLVinolhEbil6OnMEGn88CW2MlFJc3K60fRGuVVr8cf9WGwA60DrIer+pK9YbqTzPTu0pK10/nYX2rlTPIoz0bFT4voYciN1YcHryxMaWUyDcm4xyTHsjkEOJdrWboHGpbHjE5845ZUgBBFGOPj5xLUQvnrXtdFyUm1rMWPYZMk+cKBoYLv9thmekvqMxE0GsNt6s3xjXiwYB3lDMeOT7yBStlWOkxGZhxNyLdMB15qPTjA16EQNGykZmW3lDAtlisdCHP/xhfed3fqfe9a536fKyRprtlqefflpPP/309v9o5dWoC6lUTghSLUkhZmtJpfBGhS2rg0mJL9on1Xl1rM5JaLNb+S4UDtB+f/dGrqLA4uJ375DF7ZlGUfnV0s4Jtjs4RK6ftkTrEovWlZMr0hrd68LPgo/epC/sjsqTSby/zAHtw0uqgZZbkjEOxzsKgzFE8dcSidpSu2tGVM/qdxAnYSFa5FFOvU7mxYt7Qz4urAOfpxiDqhkwDkhRPimMpcusZ/EB9tFrpT8+HnE+nLKjf/zO36HgfOycweFa+hENMQC4qxxLj3QoJQJRpPFj3KrGBNEeBz1nO9zrcgOEElkhvqvF0BwsPavTx4e15YyDG/lSTjJy44LruNdVtKL0BgSy9Xqtv/AX/oLe+9736u/8nb8jSXrHO95ReGCf+tSn9BVf8RU7v33qqaf01FNPbf/vdzo7XH6kX6QStKR2ReFel9NcNaHyRRstVqldwUp5AQN+I5UCF+NDPeVFEME6KgpV6ohjE2kvX6ROA0WvK3ohTseQXFDbcFrLmFrafZgT94higk4tSSN6xNELqHmE0cqMnkpU0D7Osb+RLqyNP6DonkWbgooKKcZKiGOo+R2JBLwWoT6plHOn2Vy5uUJ05eZjExOboiHlFBZsBGMuZeXmMuQxTrfeo7KMoYAY04rsQaQhXc5cYUbqkLmKYxHnwIt7rvEZX5HWrhks3s5adiv3cEo9GhqxDQAqa5n7rsI4yu7jcb0YS40MVzTAY1LI2u6Dd4hnGD0wz5K8qnQuX6u78zqVb//2b9dms9GP/uiPqtNJU/nMM8/o+77v+/Tss8/qxRdf1Fd+5Vfqueee0+Hh4ZV1DTod/Q8qhReB8HhIDIyzANyl9kmvxSakXavP6ZiorHGlHbRQ9L4nA0XvPLtnGUlZcZI6Xdvg6daS10M7aHc8LDh6SzFrzYOyMUZCfyLthFXtlm70JH0eIiC4UHu7qNPb5jEXFmgtQSAqjVq2YvQqIj3kC9Y93rjYa9lqEWC9Xk+Hd+CuUdFkAToFVvO+YjwECj0mP0Q5cFl02jBSh7GOuJ6oy2l3j3/RrzbKNvYlZnrWvKOal0OJXk8tCcXjdh4H7NtvPWbkuoC16MafK2pKm+cR20xbkI1oGDA2jIMDnINT9CodbLydfm00jLv27nKLzEIBU5eUM1n3mrZD+SO7U5WA2Jf0wpNP6rnnnquOzxvKI/uv//W/6kd/9Ef1JV/yJXrf+94nSfq2b/s2/c2/+Tf1zDPP6Iu/+IvV7Xb1Qz/0Q3cFMcqJ6l4K1sCB/R/pAbeaAQ9fuFKpIL2OS+0ucgo8fS3zSiqP8KnRQGMlIYjA6YJK4LRNER9Lesja3matsvDiNgTvh8d+/H+33FGAcUNlLXMsekdrZZCSckZWLaOQApA6DRnpMNnvfayi94YiiP10gHW5idSjGz01ZTzSrhcBmMXYqXuqbqW7ZR+9fOgdj8m5kcX6cMvX+xJZh7YsUZclB0D35AETxsBB340+ro1xPFn9TpH5HPBbANJpeKkEBZ8HbxcxczZtu6cXqdcYs45xoxi7q8lXpAO9rQrjWaPnY4n1uR6IFGYbU8DYA+K17FC/F2PEHExVzl1H5WZtSTqV9LJSskfcpwe9WGMSdvr7RvPIPp+l3+noQLvppe5i+14d99rcKnfPza3HCIDSLpdds9CiJVzz9lzRy34fLU+3oFgknlbrQgTw4MajMKPnFuMpDmAeB3KPK1ruThm6F3g3APN68OBqSSi1WJ4DTfS64vzQNk8icQu8Rg270hxandQbxy4q/bb+1gwa+h4paK8vgqTLeKQhazERp2GdmuY7N2TakmxqAOaZf5QIhLXYnN+3jfKmL25IeIJEbbwpG3t37zMCHe2q0c9RR/h9nH73Psc096g7YmzQi8cmPdbq69bj5A6qNZahtu4U6llaPQCle7oRON3zix7fyurBSHPjlIzGWXN/7kVYhXouJE3eLB7Zf48C7xqtPilN1ql2YyDubjsFc6xd6sO9BVfUUp48MnAADhdCJglFD90glaDryhlBOFH2lpyichf/WOXGTV/4S/v9VMkL9HiKlLOsrls9zvX7eDpleNG0j7610Ri1wHf0ADz+xrg4qEfgiorRDRKnNGtUJv1zj7mWVYrMRJrN6Uyvt7b/yMeQul0J1LxXvo9U6Z5KZeeUE4s8UrquhFEaTns6LStro9/X457QSB4zi2wC4+JGntfpcydlxelU1Eh5/fgceIwpymakFCPIxb7FzFfa7J6NK/sobx73cs/LjRbWgBtrEUDc0PF24MHQZ/eKkSfZGDmLxHV4PA5Afl+ntiPl6IAYjXGf82jUMFenygAmpbk9VM5a7Db1nKsE1rZyX3tk3U5nu5Dj/gwm3BVH9D6k0u2PAcdIDbiA9MO7W3KRJ6/FX9osdKc6I8/uHH5UZBEk2rw27o/li/J1K9DrgTL0mKNTQ5SaB1sLZl9Fv7TFuJifSF25he5KM84Vr6vAMMpJbb/Zxuodhro9OaOmYF1BOF0YaexaAlLtFWNnPqa1mJn/jnF0Wsm9Al4u023UYwSrNiqb4jGdQeXa6IlGUKnRdD7OlKvGzdd5GxtAiQDm1/N9BMfYLq7raDdu64DkXqqzEfwu1uteWpzDOPaMO2Pgax0wdI+P39QSoiJTIpUyQoigZgxJpVHIdRNJJ29Vj6wv6TGV4BAH1umknnKyhNMNbdk5KP8Y16iBR1RUbq1FAHJlEZMZopKLwOfeiQuiAx8ekmcEOf0U02Cp40KlsopKl8QPaXfRRAXr41JTFL3w25oSjSAQ6cKaQvEx8sQap0UdpGM8yhU2MoKidXotJjZIu7IUZSrKFsXrZyxcyfmYEpuNVKcrGPcsI62FEoufe2YjYx9jgJ5N56Dblm0aDRpKBDspyxoeY8wgdMMxUr6x7jbQb6OykYVIh/o9UOae+OX0sVNyMT5VAzCpjAOvKr+rga97dq6f4jxQasYMXqJvc/D+c0/3wmLWIvVtwjUb5QQOT5CSyuzdZVMP+QATJYanrdzXQHYg6YPKFB4u7auSXlEKMp413/VUHmSKheCKMmb7AQIx9oAi4b7QQwgYtNieSvfdk0yY1HPl3fHU4VTLgdUTM6TwvHDPoQ+jEnDlS5/pZ03Rxkwrp/pqyinGWyKF6wDgnmTMxmrzoN0z9PR12ha9Y5QGSl+qg8pVQLhn7a15+m6lRgPGxyAaRR40d+PEDRPG1GmymqcS6cMamMf28uLzgX3vayDSS174rWeuxuQSlyMHOQcuZN4TjWLMGWNkP9zHY4se12VMPY7l8hNjmz52UunxSbvZhNwnyi1rGrmKNKaPsRsgNdlwMHL95B4b9ddioz7P3idvp2/2dj03sDpclpEFj+P5GNFXZIKkj3Uz7neUDeWx0kEW15VpZLyztnJfA9mlpM8qgde58sQNlDy1x7UrlB6fOFcJWn1JN1R6TnHhsNiJN/F7qUzU8OydjrIAe1wE2hFufV9l6m/k2eHN5yppx7WyEjtQFjTfPOv9cCFFUNtiDHEBxvGnRFqP2KUrsJpVzVi2eVuRxvB6a5Z3LQAeaRvGm/55He4VukJB4V4F/N5W2X0ifc19YtZZzXP1/zf2eZwjH2dvc/yNt61G0SFLrqxiAlNUYt5Ov4cnG6Dk42+iZQ4VhaETk5W4D0DqFB11XqgEjBptGOejRgv7OEW5iMYB145D/TGGVYuv1mS4q3Isqb9tHdUoz5iw5F6XMx8uj54UJuX5wBCl/9FLjZQlDA9reV9lDkKv+fyW8tMHrir3NZB1lAanr6TAsTTbAAjFg0CQqCH732lDfuubWefKQc4D+31MSJBKz6KW0cdixA33BASKeyIxduPUV8z2qiWtOP0ZAcMVvN//0n4fYyseH2EMHQAi7dhR9mJdMbnnEoPntbii029e+L0rGG+v11lTYj37jr77GLl172NAcUXklJAne0TKyhVHVLiR/qa4JxXvw/U1UHSvA4Xn40LdXmf0cqPV7+MRY0ttcSwHEzcYY+YoxT1o5COOqcuSG2gOGnczgHzuXaY72h1flwW8Z2m3vz5OTt1FGjZ6glJeh1FenS6FmYlrx+8v7cpVlH8HMf8egziGUuhz115uQMEeuLfJ+ifmHr3/PbWX+xrI+pL+R+XJWCt7KqdK7uxJ836qNLjQdkfKjyCA9kNA8RLuKD124I4SDbJUpiiPrQ42BkolZXiq3QyebnP9oRIIOmUiZcGM2YZMONaP0y211FksIuqJmV8eu4txH+qICxELGgqQtki7ysEtVg9M1wLHtSC9p8H7Ym9T/HdLdHClwVhhPUYLOFrP0SuS/b4fXh5jkkowom7qZQFHmtPb7SAVvSgHFh/XNmrJlaTfJ1JnTk86/e4UYM3g4O/o4bqS4x2PAfl174o16FQ5deNFsN7dQ6558E5n84peXJuH62MGHYcx6fFvj2fGZCQf1wjWDmC0Ic6DJxFJ5VxgWOPp+u+83R5Xc4Ci3R6nl8oYF+0kpsZ9ASj3mn18/F6D5rMT5YOl8cAIWUx0dbmvgWwj6be1SxG6hU2s6rHmNx7snSq7tmfN//C90IPHkh7Wblqt0wZzZbA7UwYQ6jpQpixj7AIBog++HwvBoj1HoQ3RMiPu4NmKvrDHKhVMzE6Llmb0kjwI7Za0A420q8i9jrakB7euMSrg1yONFYtbjm5hxqQDXrG/Dlbe5xpdVlNcTpvVPCkfi0jhUjxo3+bN8B494uh5utUdaUcHbRgM+tUP10kl2PqceaarMwDU5+1mvPjewYhxYVsIytCTV2S/rWUkO2DGRJ+YFBWNqkjf8TlgFWOqDt60I8ZOKfTZ97I6IEVPLnrtvnbQb7W146xCpBvdwKitVwfPrnbnMcampXxYA9e4sTy3+vietjvz4hv4WbcxdOHlvgaynqSbSgPBfiYXOl8QUWBl1zD4tUXPdSQNQDe6G+6WobRL7yHE7qVg3bKAI/h4DMCVhitQ+H/vY6R4ooUcrdEapbUOv5+EsYnZdZToFURL2amNSOu0UWTSroKW/c6pIH85QPti9XbyufeZe7jHU/OGZGN4GeqJ4KXK/97nWL/sWgcrb99VMU0Ue40+o7g3J/s+jknNE3WPLWYfxuKg7x6vVBo3NU8v0smufJ3Wcro5ZpPiScS4axw3qRzPmiHja9HptjZPuWbktclGjb2IxpVTxJH6dWONQnu4JgJulBuXEdYvY8ea5ZoY8vBtErSjxmhIu2EY5O6qcl8D2VDSlygDwoUSjXeilLl4SzmL8UIZIDwbbaBE811Taa16fAxXGI/Lsws5SQOa8Ei7JxJAI/lZY9SJAHStPujOyEs7OEdaSioF24HPFZhTlwuVVhJ1ONUYT1mIgOw04bxSd6RgfEFFhdsW43EF7xRVDQC8TfQ3ei5RgUXl43TOVR5SNGBiW729Xnw8ohcbF35sc23Be11tXrLX6561U1s+ly4TEbxqezUjA0Bbogfs9cesS8Yryh33cg+F+/TDdVI2FH1LSgQBSs0YoDj7UGuT9ytS9dGrqa21KO9x3Tgw0Ja4vaSW9CFl78o9HgDDs35dthlb38Ljc9+zsXUWa23XDEJ9LhMxUzfG5a4q9zWQ9ZTdXBI3Hla5aD3ZYqo0+KdKsS/A7o7yhDiYjKzePSV6sJbGu2rqe0V16xXh9rjMsUrwpLhyvFA9uYMFQ9sQoBr378opJov4gvLMQvdKoVlQBnej3egrcUinTKRywblH63uH4hi6N+hxvJiyTonUXrR8KZHOcaCiuKfrL7c2owJsA79Yb/y/FluhuCEQATB6tfS1lrFXG9cIqu7JEVOOCtw9bvrvCSg1oyQmPLCdw+m3GKd1r42YrF/jzALrBVmKoF3zUlUZEzwuaFOnfL1PtbF0SjxSpTWw3Ni7e0eRInXDO3rTEexi/zxb2rfFeF98GxFgG2UXatMBGY+YMXPAo23ROHaQR+4Gkj6n9nJfA9lwJP2Pf0BaLaTVUlqvpPVSWi6lxVRaLMpjizz7kEAy3hG0pCs9T7o4V57kjTKQuCKNGXNOM6FEppV+uFKKPLtncLnSdYF24HJwjdy+W8tDq6/Nu5Ha08IjWMdXV+VYKoyHF9qPN8RnrkxrWYWRzvP28b2XqPy91AAvekH+mXtwcRxjqcXKasAVQfFu8+PxD+6Dwo/jsQl1RcqxjRaLBsNV8kDbUdpuqPA99xpW7uFyMw2/jePphgRsgHt5Ul6jtdifG1Yeu6PvkZ6OcxTnk5fTpL7RGICsyTHtcGXvr2ikXmW88bePR9w757Ln1/jYRTD0+ca4Gah8GgdA7nPtLEeMoUbwvqrc10DWH0pf8KS02SQQW82lxVy6OJUuTtLr7LbUX6WB2FNpnaFAsTQc4Nxre1mlYsAqdCsyWmtOt8UU/hrNIJUKJO4Fi4kLNa/T95bFDa2dSt0uqF6uordoZy347rRs9AZq1Ji3x6lLr78b6vZklFqMsEa/ocBR5hQH/xr9GOuIsbw2+rHmhdTqjeMjleDloBPpMC/e92i0eP+dco50rlQqHaejkGNey1BvTdk5pcS13LuW9FQzwuinj7G0+yDMmGbvW1FqWa8xnuigiqJ1vdDGFEjtVD2KPNL0Tr+hg1yf0G7a4oYw968BO0aMhzCcVqXNncq1JKZJ5Zqsea095YzpA+U4PjLHmuwog1wMszgV7fryqnJfA9lyIT3//5M2a6nbk3p9qT+QxvvS4XWp05G6zQhuNslrm0/Ta3qWQO70TvLKTlTGvzpKiSSPKKX4+wQ4j3yhnKZ/S/kg3aWyUDCZE2U+O4JR9KBQgIBrW/ykZiG61VujjrDYYnwg0oTRUo8xD+8DCzrW5bE/V2AOzLFQF15yzGSrUaxuWEQQ9MLCidmZTpfWPMZabEXKSiB64jUQ9/piXMupw6tihjWvoDbmDrQoTw+ut8UIuWcc+xjMj96Ox07dIscYi1mErvh4OXDFdtJ/5spjr4QBJipPlXCjgut9HDxJBeUe93u2efjR8GFsUPTEzmN76LvHnmrZlZ41WfPmAU+Mi7g1wucqUshSOSYdG8M9lc8ZcwBDhzl4EQJx2hcg7jb3IaxDUlsbGF9V7msgkxJwdUdSp5tBa71sXitpvU7vm7W0aSKcm43U7Uj7R4mePF5I81l6RRfcQWuqUtmxiAZK8aBHVAqTlIWQrMR4KodUUoYj1Wkvb48vfqm0fKWSSuJ3NSXsMZEIXJG+inWjhFzJUncbTYXScMqlRtN426hnYp+jSGu0FHXUAIvXVV6Xe728vD38JlqTNc8QAKzRj5HmcyVzldFSa3sNBGPSj8ckaorZFVv0jGJcy70pp98Yr1o8ivtdhLpdrl0mvETApi0ABhQXbVK4VspA4UakU24AF/RgNEDaKGOXT6faYnIU4+NzjxxLOVGqLSRwqXLc/BUNPMYmjj9t5hr0jRslUc4ZO6fRo9z7+KyVtwCho/wEotq6Y2wGlc8p9zWQbTbS7Ezqj5I31jxwWpeX0nKeY2fLeQKzblfqDcxzG0sH1xIIStJl47UtZ4minJ5J09NEMyIMTi+Sll6z7GKSCd7bCW23fsRsnug9ufDOlRUkCiMqUNnfrhQp3VBHG9XUZvXXlKp7gTXPgv5EyjF6WN6mmOrsMRVXoB4zcXonerh+P1e4kU5xr5mx9PbG7QU1AIsxQ/e6HLSidxs9/zhGsf4acET6kN/VKD+Xk9rm7Jh4UDt9BjlwmRwpKz1fC21ZhBHE+VsqlT99843UzJ97KwCwe7xdZZajLRmjbY7coIntwQvZ0y6gxnXpIHapHHLwvaORFXB5qHmKeL5ODbvniWzJ+lgLjUSAihS3z2UbZekZ5J5cUmOGYrzyLQtks6X0v/wf2eU9kHRwLB1dl/aOE704mqRYWr8Zpc0meWuLeUoImZ5L89MEWot5AjIpUZWDgXT8kHRzlECw001gt9nkeNz0NCeN3GlecyXAcprySCmjMqYuS2V8gAUG3QlVeaLdjdJSFo6R6gohvrsQRaqhbU+Zg657Wb5/pxYzksrFEUFMygsN5TgM9bGY6KsrKo8LRiXg8QlOUon7+waVe8TYCJayn4/pVFtczNEDdaW1tHv4nETAijEcKBunUGP9rlwpPu5OOdWMCAp14XlxoADUoMdYqM8BG6WJ4UYilc+Pg4B7L57YROnYdWQTe8zFE7IYO4AUeszj32fWnujFuGFQm0OnghmbuFXGDVnAMdaBsmeMnJ2hz9JurBVDhzYgy3HLCMXBy2k/1hptPbc2+FrsKFODgJNveKbuSBG7UdDGDjgLpeb9LbshuqPymKZBP3leZ7el85NMNeJx9QYJnPrD9Hd/kKjF4Ug6vFHWvWlm6/JS20SSZePdLebpfbNKEzZUfsDlwyot9RjT8DR4BJl3vAiuHSqdEH1kdbp3UUsoqfH7EbRqdMNVcZ1IFdYUl6xNtdhBjMkAgjGrzClQlJBTmE4PRkB0j8rjQr7QvX4/VNf3wNU8IcYBZeAL0a3s6E17O30OfS7dk3Mr2OOJnpAQlYDH66Kn6IC7qdTvFndkBpxClHblA5nAE470edzm0dMucHkcl3cMkAgmasbJKX4fQ/87ZuPFzD3uF2nASIm6AnZZjclSUS6dZUDRO+jW4o5R/qUM5IB3zAD0dS37O1LiyMxa+WkZnlTj7cUocF1V81p9/bO+fe58m0Q0CvqVv39b7eW+BrKFpN9Sfp7NaCUNV7t0Fn8PJA370mhfGu8lABuMpcFI6vUS5UjpSdtsSLwxL91mZQ2b7/ifsl4matMXFFahlD73KhEOBJYF4wFiX7ieXjuzurGa4n6RKPBRub4WeiyOq+x6j0v5Z9zbLbNa0ocviDbqbmn3kLWxlrbM4vF21kCkRtm44kXhQ2fVEhx8ji5D3YyHe7mMyWVTX+xLje70e9CXjdVfoz/dC3ejIaZ29yv3djrJZQ2wkvWF/kalR5/2VHowEcAojCXelNNifo6fg6QbAN4W96B9PgdK+iLGsyI4RFrYQd/Xo1PZcc1JJSCwRj0j0xV/r/LbSGFGNkdqjzspXBN1BuvKDV33KN0olvL4OYXshpwn97Be+uE3EQTdeHnLAtktSR9Voo0ekfS25vWopIeUvKRDSfsNeA0GGZCWTQxsMZWWq6x4pDxho6E0OUhZkGRCDh5N3pyUY2qrpTQ/TzTl+Yl0dr577iICQ903mnbGTMC4ENkOcKF8EgjKAkWIcnBrXVYfC85PFrmjnKUZU3CxVGsZVTXvLWZJ+cKrxVdiUN4XunPwfOZB5Uht+n0cvKLl6xaxAxZjT33e76jwXdE4cERPxJV+9LgAlL1Qb7RO3QuKxpBb09HjcQqJMYf+4hWNklpMNjIG3h9X2t4vH8uJcor2oXKq9lXUJEoPD+9C+cBt1pGPZzSYXDlSoP3YoO9tQVacMXHq0JMfWEMe844UM3U4XYxsuJfG+BBXcxrUr/N5hHJ1JibqFI9z+XUOtivtgl6MMce5QcdsHQa7X6TUYyIQ77WQg+y3tWQaL53Ly8u7ZTa+acuo09G7lYTzSOVDKN2yRDGxsPZVPqxyOCy9sl4DeF1DhM2miY+tk5cmpf+lfK17Zpt1+n69kjaXObbmn683paJ1C6gtbuJC6J+5de57fs5VHtcDheYWvZead4GSdoBx6zMKcaTCapYsC7ztpJGah9AL9UWK1L1VB+g2qjXWWfNIUA5tGYo1+jEq5n54RWqW4uDo8b8oG4yTe+7RIwWIxyr7FO/loAJ4xLGjj9GAiN4L9615XjXgoUQvgJiNt6FmEMQxdHrUU/HdgIrUHR5FBHPkM8p8pChrCjlSvk4J+t4q93ojZefK3dkEB0yplBfPZHQZrSXx0GY3oqMHP1DWk35qh4+3MxYu7zX6OzI0USf8v598Us8995xq5b72yHpKxzxJSfjPVVrXHhzfU7YOAT3ia6OFNFg0k2CgVgOzddD83Y622ZD9YfpdpCK3wLXOGZRkU25z6JuCex5pwVg8JuCW8lKlou5a/53SqNXnsQWU6FSZJqIu6BmpTlVFASabybPWXDFHbyUG0lEC0XJzUHRlH8ExxoZ6Vl/fvqtRr5F6rGU/ugL1PrhHG2MqjAtxuk24X/S4oNw8rbpGp0YwjsbDonIPV4IOXGrqcKoID8H71bd7usJjHOP4OaA5PRe9HTzmmgFQezlNhwKmjVJpKEQQqsWw3ZBwI4hxQc6viv8gu+7hO4BFb9Db40lHC/vfjSpnM5y9QH8wj20ZoHEMfR7dk3ejsU3uY/jC59i9qRhDd/qyrdzXQAbyf1bp9I0LZXB7m6S3K4HWTeWsNQSJyY/xhN5CGi9yFuS+pMO+tHeU9p2N9lNsDc+N4pmQ86k0O5dmF2lvWtzcKJULdNC0s9dXsRVgvSo9IhY5VCPZRNTtAjpWPsAYYYtxKBYBdOOp0kkmZF0SFIZiwOPFKPDNkRSuZ3yhhy6aOk9VPhkb6xlvmXpHod42xQftNFUZD/G4EPXhJcTYo9e/CvXHeILUHpvzxBLGGxC/0K6FHK18xtmNA99Yu6f8DD2nkmsFmshlhneUHv2KlBrKi/k4VKZCI+A7cHo861z5eXye6bZWfl4fL9YhYyvluXO52FOmJ+mjlA0sDNNhc82muf+r1g7ugWxBoyJHtfZAtTMPTrHF2JkbZAC/r72VtQUDBTmSSrlG/rzwe3SAz2FMqIoGWzTuI33umaG+/py5iXorxiZrRt9GJbVIws6pygMkrir3NbV4rdPRn9CuBcdgS9nKJMhKKvYNex0qL1af4OjiSyVFIrtmIKnfTWA0GDXeXGfXM4NmXC2lzSqBFdawZ83Vkg9qJQbLYzs9jsVYxPrj7yP9U6NefM8IgAUg+iJkL48vKI9B1GJQ7j14rNA9Oea6F+rFmvTUZI91RMoURba0e0TqlDGIdGGbNepjH8c9ejvRk6DtrlCit0txyhOAZ4wipex7t2Tt93mIMbVIJ9VA02lB96giTe6etycWRM8P4HJKsBd+5zSwe7ko0tqWDOY7er7+twM6gFWEIFSCQ/QWHSAZG6e7Y5Yg38VU/IVdF3VALbGKeYTFcHoPGfOYadRvLofO5EQm6G76hXf6F9cB/XRjwT3R5VuVWhxL+hplgUUZTZWSGW4pof7Lzf9rpQk8VA4i31GgGVVaXTFBIXLhDmLDSQNkxNh6pYdFfGyzSRQkVGNnJXU3uxw5FGNbVpIL8zq8fBFFCgMLCQGK8Q6EOC44FOVSZXakg0tP2SAgruKLKMZXpOw9uDK8sHfm1sfBFb/TXSOr32MzkX5FsUQF53SQK03/3A0laXdBe1wuxv+k0kJ2wIJG9exIxgll6Io3xkJQIm4YXTZ17Ffu67E0BzX67vTXwu7twBlpaFdQ7qngcRSGn93XY2vuxcTkAFd8i9BfN3jcm/F1xVh6TNmTL/B891VuuHajNsaWKNCBLgcx3ujj6AlCDmIxDuj1d2x83LOKMuSGVpzfWpwrghT6YmWfSe2GcY129+uijCyV5SJ6d7VyXwPZ4VD6xicSlXf6qnRnlmiEz0r6neYaFAqBXhRFX8mtvaUsdCj4I6Wsx0fsdVOJsrzWT6eBTA5UpO5TOBJrm36/THSjH5UlJZDrAn6VuJqU6UXqmG9K7h5lD0VDPAul6bGUvnbpNb6vWU8IG/UD/H4flBVU5rFKoyBSUXgQvogvVNKO0aODfhla3TVaxxfnuqmbejzWsbJ63QKPYBtjTjHe5Iqc+pibSNsxF1FpR2B3xeVGg9cZlaJ7Oh7bmDTzwd94Fw72rswoMfEixopc9pAFV74+nk5Pck8pG0p4ERg+yCJ9nyorVJcj6DWoKeTSx5u+IDueIegeVVc5o/FImbrFCHKDwWNDsu+9vVHe3LjEK4kUZoyPsWYZwz2VwI7neqwyfCDtyrR7aL6+2/rjRlIEqWicze1/1jT3QGYduKRyrRLi8fBKW7mvqcUv6HT0Iwrpv90EAGTEuYC58L+i9PybzzR/L5UG86bSpuabzeu6MtUR4ysOFNuMpH7ep8apIoOR0pmQXRX7zTZr5ZP7l9qeFrKY5nffGhC9rRoARSvdaTr3etybcuvUKbRIafnid0sOBVULUsfYHkA1U1Y6MWvQ7xsV/XbsVCoa7oNS8/iBA7uDlit1p42cInKPhAVZy2KLgNWWTeiJK7UYIP1xSjVSdbXkGLfOY6DexzDeLyb5+P0incu9Ke41AEp4Mh5ncSYjzqlUKkUoUH/VvD73AGgLce0jlTE1V54YdJG6pY3uTUUmhLa48QiYz+0VDZyYKatQL8kp7gk6cDFuE5X0ocuoVMoD/SFmGeNVvlZhWAi/uKHnoOYy4UyD6yJKLUxBP5mfkbJxuJB08lalFi/VCOY4vYYNcHSbUdxcJq9oMW2SLmZlYsMrSqfWnypNEtYZgtRRDhYz0dCTcPmHyhNzIGl/Je3faTypedp/tlpoe0xWp6vtqfzbE0f66TUcSeOGgiSGRqbketV4aEttMyC5BrBzC8lfrlQX9h6F0Ysrn5pSx3qrUVtREfln7H1zENwaASq9obgVICZIRCXr3+EtDuw+WK4eP4sU0azSNzciGCfq31eZvRWBKwIk41hTEt6nqCwojJH3w9+dSnLvDtl12pH3aABFGheQ2LO+RpCuUce10lEGLDwU92TdsGKco3EEBexUJCBwqBzXYh0jY5HWpI2RLoteSPS4nP52ij2uIYqHCjA4kHnGDm/RZcZfEaCkzHAwrqwXmBRf4z6nMWblDEJM0nBAq33vxokbDLTH468xUcbXXkfSr7WMn/QGBLLv/M7v1E/91E/pxRdf1Gq12n7+3d/93frJn/xJdbtd/eAP/qC+6Zu+6a51dZQAbLzXUHz9EsSg8jrd7BUdNkkYniGIRzQ7l6abnL33khJN+YISVfmK0oQfKG1mfqR5d4WE1zc8T6/+LQsIdxOgjcbpfThJ4DWcNCeNjHM7e/2SstxslA5DXmTPjczI2Xk683F6Jk1XqY2+eGLqbVSonjDgHpwrGI898CLTi+s8i4w+O9XllKN7PjHtmIUTqboYk4F6i1l3B9qND6DMKG0UitcPYMvGEq9nz15OE9KOGgg72LoC9zGNHl6kI2uxG5/XGHf0uXN6sBa/8ww6nzc8mwhUzG8EBVd49AMZg1rDM3dKsJau7UocqpK/D5XpNSx8p9hqnquDO0atG6mUS7vmRNngjdd5u6US3H28XB6d6mVNxFige7m02wHIQyHu2c5sXBlbl0X6dKqUH0AMmnu6zAJWCt9Db2I80Re831rmKZQtgAQwUteR3mRA9mf+zJ/R93zP9+iJJ57YfvbzP//z+sVf/EV98pOf1Isvvqiv+qqv0gc+8AEdHBxcWde5pP/nTFrN8mDcVIpvXZd0PJaObqZzFAG7eNL9fCrNz9OJHFKZWDBWohkPJP0BlVSBlCZ5pnRMFoqIyZkoZUQ+1LTphqTrG+l4loBqMkrUI+3qD5OntllJy03y5mgnIOal18TqDq7lz7gGuhLvbbXMdOXsvAG8RebqY/yLReKUCLRN117uaXkcwS1cpzYWSve8rd0MSpS7eweUSHeOmrbcUJl8Ea1YFlRMwnBPzj0g2usxhuhxOCXpilEqYyJuDGAAcC/6R7+o/6HKvdxqp68eSmWeYmwL+suNDzxXjzuhXLyfgPPEPo/j66BJTCQmoTiVDd0bqUHGe6jdbR0OmGOVyh8PBqOBdjhd7dmRC+XTbFzemTMYDV6RRnVvHJDH+/OYoxsUNQ/dMwopzF/NW5wrASmyI5UUJbQghsGFdoE2xjuRA9wI4ogOvjF2Tn+IU2M4DK0PPvZudA20mzQ0VI7veby2rbzhgOyP/tE/uvPZT/3UT+lbv/Vb1ev19Pjjj+trvuZr9HM/93P60Ic+dGVdC0n/l9IgAWS3lRI4DiTtz6TR75Txlq1L3020H6d5dLtNEsdaemjVeD2rknJxioEEhTtK3huLBWFb2ft5cw1u9fhUGp2WcY2xpEmIr7nHNhg2SSH94LG5VDcrGSqSzdeLeQLL0TLVOzksKdflrASSSDVGq9oVtccueDnPjtJ0r7Bnf7NwecXYAtdBU3RtrFkYkR50TzMCK+/eJihCqfQmozfnnlaNjnFwRknH2IFTnO75IAPRinfg8j5EirUtdufziLxtGQLtrg2UkwMB92ZOnBb1deEK0mnlTfi804w3/XfwjOA9DNc5JRzZBM/URUZ9veKlAKhOU1LcKJONCeDq8TUHeZeTmNDg715cRlljkXZtowcZd4wENxAcELv2W2cZHEgAG6fakTtkw404r1v2m7hWAEOnIsm6ZDwwbme6urzhgKxWXnjhhQK03vnOd+r555+/6+/wfDwd+rR5+UKTsvV5oJR9eH0j3ThNfx8rPf5lciCNGwAhKYPT79noPD2Tzk+za36nqe9U5XlwlK4yhcEiQbkyqcTarq2k63ek4zsNZdJP3uT+kTQ+SMA7HDV9b6Sos0mp+1L23BzE1usE0lCW4738+25XxXPcvL/UgTc3azzX6Zl0vsrW35my1SeVqbvSbvKE7DopKx4sYleKDmgOCm7Z+fc1JetJLB7zi4ZNGzUolWnoeOwxlhXjjdwLBQBFV6MjWfSR9l2H+j1BxxWTKzH39Dwmg0fj93UPy/vNvDDOkRaNxovPlc+HjzMUE2NxYK89mwtXok5fMRcYMcSmVnZPjAfadqa0Pk+VvS83jihOw4+UZTVSY0fKAOY0OOPtcUoHLjdq2pIjGOu5sr5gbGFGuA7wilRnjUJ3QOLzvrL3e6AMLN42KXvJyA061tcs88y8soY8AWumvM0BD471jg4519XlTQFkrzWx8umnn9bTTz+9/b8j6X9WKbQvSXpRKab1UvPdWCme9XalQT5QVhJnSoN6ekfq3slCHLPzumo8t7402Zf2u9JjXRXPJ1uuyrjOmTK//nLTns81fzNx+0o0KPTjDVnW1Uoaf04afi4LqFvNgyY+yKHGkwNp71Aa7SXwK3JvoxnlGr/RisuLBFbLRYq9EXebTzMwXm4ai7SbE1bYM8dxXpwpSSKKexAIN2NDPPJEu5uqUc5SSSE6B+/zhXJwEPMsP6cg3Xru2m+i1RxpJ1fstViOZ8KNw99uvZNRNtNuskGMnUXq05UmTAR/A1oT+9vjaS7Xcdzi/elr9GrwaGp0LPd17wqaEtDifzxDj/FFz9cVPG3wJBX/7kRlzMvniHUMLUY7atQY2XUH2lXOGA4blXQh3seJSsOGsaF4soVTzx7DjMaZVBpxzopIZeIZnq5sjKScEAM16LFE4tsew0OeZPdCLgBuZKvXtG2mxIbdacZom4zX3I/xIbzAWF1qd93F8qYAsne84x2FB/apT31KX/EVX7Fz3VNPPaWnnnpq+/+jnY4+q7wIe0qgMFaKN3iw0yfmc5I+rXLTJMHj68p7Spj0rXJaJUqylpKFh8TXbs1JeZ/Ew9oNLhNzmCollrAQlsqW6XHzuq7sRR7PpIOZdHCWgGs5S6AzmjSp/4Oc1BIfM+OFvW2Xm3TteJJeRzeUD0velL/ZOYPSsimXc22fsj27SB5dd5GvZ2wOlIT/bSoNAKy5lb18Edc8BJQc1K4nDURlgjJ3Kkr2O95rMUC3fqHp3MBwqxwF5/YDCixSc8y3K2n3JpEljxMSn3Eva2vkqAR67Jbado0YL3TQdk/Lx7Ov5lg1a1Okyp0SROlhSACkjDfjCrADoMxt9NYjpesvpy893ggoeTswCnraNXKc0oUWcz2CEeAecRyvKEPM7bLyHpNTPPPU60HHxFgqchaTrmKMjvocvCIdeqmkP+O8O9WNR+WeF/2n7o5y3C7GSqFBiYG6lxzLG3YfWb/f32YtPvPMM/q+7/s+Pfvss3rxxRf1lV/5lXruued0eHh4ZR03Ox19u+qTheuPcOGK31ayGvCObisJ0kj50Sp4R9eUFivBZQ+Ax/hFzWLyzJ82BcLE3mna8qqSx3ZL2VucNG15WDl55FjZAnP+3pMFxn2pP1LxMNFuN8cF+w3dOBg2cbhB+mw4krpo41pkGlNznoBrPm1ibk0yyaKJu7GRezHPHisKy2k7r9rHyhX9tPJi7IhX4jHUYgqRWvT7xbhKTcG41wFY+Zi74iGmRz9jnIgFT2zLPUhKjRr0OJLf0z1N7u1UaE15RpqwRuU6Dedg7V6me15cE0Gcd9k4MO7uDeL5TpWpegCsdm30iNvoVADNk3NcKboR4uFm5op7xSQij8Hx8jZxDS/ALiZRIJdRtnx+vc2eLehUqIcuSOCIVKjPs1O4kTZ0g0EqY9QYRZEGhdFw6hqPOrIshHrc+7t4M+0j+2t/7a/pZ37mZ7Rer/XEE0/oG7/xG/X000/rmWee0Rd/8Rer2+3qh37oh+4KYlIarHepFFAmAkUHhQVQnCorvZESMLiieUHS8yqFEa74SAngHOiuqzzsdl9Sv5uAwx/pslml5BGPLxBfWikL517TpgOV3khHSSA+3bQRWgrB3DS/x6u8KemRlfToKoPfdUnH11JSy2i/jAn2Bw14OTLPpc25eVnzRDs6OOGx+aNsegNp7zjV2QdEeyr2znk2JjG5+TSB4Ow8vS5O0nYCVz4xSePQmuvv0q6hES19f78w2YDyYHE6iHkiiHs/UIVSGedy8GoDDX7j8aToycR7YT1HjzEm4XhszSnD6AEAQMiwx0YiaANa7nn6Pqarth44/YtyJ05CfBumxMfe6VTuz71oA213OrWjXePSgRkPZak07w5ICv1bK4cMiOu4hxS9/OiheewSZR8N8IHdT/YbQIloAePLGEI503/6hSfk7BP1sTbwpki6iHQ89azsOoyMGJ8bKnupACdyBx17TdkQ31MGvP9T7eUN65F9PspBc2gwi4uBgXKJwWuncWLAGqueF1bGRjkh41gZwI6V6Uf3iGrWqAfy2zw4zzZzes2tPrKuiLvdVt7MvVFOCb6uHG+7rnx0VFuSgbd3qESfkjHJ1gC8NehKTinpdPP/nWZ/nqSdw5IBLj/Ca7lIIO/xt/V6l6r0Q5Y3G2m92aUca/EDn2d/sRCdsooedA1kfE4jQEblFenOCFwoEwcuB7CYEeeegHtM3tcYc3GZcqoyAhj3ndgrUlbeFmcjrtqT6DE2b5/Tlt4+T1aJLAv35zVo+T4y6BgXrgRrHn9sg1/ncbroqcQkD34HUF+2tJX57IVX175zb61GMzqF6N4i39c8fUqUmygjcQypc25/S6VRh6x4G6F5HYgxjtzYuZT0/3kzeWSfzzKT9CvK58q58oZ2c4Cp5Tm4e0ziAdmI8Li+qBbKhxBjWcUAey1G4BZ1VE4+oRHUHMTOVG6QJPuIrCC/z1p5w+OLKtOt2154hHsbaf9c2jtvrPJ+8t5G+9mDG4zKBA8peVeLJki19bgaEGJz+mqZgS0+dBSPbdBr6E3z4NrOoeS5bhzptVqUCnOqMsmBcZsox+FQ7D4vPjd+65hkcK4yCQGQdDBB6TH323FWCRw14IISctByGYkgTb/bgMvv4QrIPUAfA9qB4iI5IMZ/nJ7F44vg4GAfY4Aef6IdTqNGT9Tzl/isRhM7gPn3PnYYjBT3QhzAnGbzmGDN2PDkFeKp3o8ate5GQU32mFc3imL/3fufN9c4SEpZ78WYlhsn0eCWXeOshM+Th3QAQ4+Hcx0xOOYijkOt3NdA1pX0TiXwwutwRY+g+oKWSgt7oJxe+7hdh8BAe5wogdwtpRM+7jR1d5v7PqyUGUkcC+XgMSy3GHG7o1WEaz+z730xQmM+ptJiXFpdAN8d7Wb/jZuxuqa8YRtK5lA5wQVw5unZUkMpTlU8jqbwnja7nkxP2p5oAtVIPG4wlobjJl43KOlJL9vDkx2wmvjbcpkyLRerUikxNiicY5WZix67qcXpXOkBiE5VI1tnSnLBi7gmyo6FTsYY47tnbYsWOO1wwEIxOYPg8YkaHReVTfT8nLaMirgYf2tLjLHxGbIavRoMBM+Ic4NuaJ87fenjsCNPTf+4F/Pgcy+Vc+hxVY97KYy795cX4zlSeZbjRLvxSKc4D1Vm9TGGTm+6TliHl8cD3WNygFurPDzcaVHvV2SkvF8eX5TavUX0JcDMfEWGgrEirouMO9W+UWlAjSQ9q/ZyXwPZgaQ/rDQ4U6XkjVOlCWWgUNpQgU6vMQkOLggbnpBbGFgZAyUhdaHsKFF9Z0qp/9HidUXmygwlc6TsNdYWFdaWt8+9SbyvO8peJfEGFndfebGfK4HyC8rCicCxwMaSRgtpssjUZEwuKeI3fWnUgBIJJb1BzpzkyK1uNwHgapFebcDI55K2R49RALvBQBpcq4OfX8v/eImcVblaSKvNLo3LC8MCSgUlfamc9vy4dhMkWNwxAaLNywIwnZI8D+/MeY1WOlaZ6hwpSsDDPTLAzkFDyrLuQBATRFy5uscllbLkys8ptoG9Mz79pg1z5k1lcUVIW9y78zihXxOTf6gb5R0pyehNONAyfj5e7qG51yVlw0bK442oYii7cvfiNDl9dDrdwcmp9tgP95A8SzGGQSJb5IDmBuDYrnUA8z46FUxfSEKJnvSl7pMN0b/bMlRK3T5RDjBKu1mCHqiUsoXGwvfF3bHP9pUAxoHD6Yi5fYZFdKEEEFhGZOdE6vOa8uTvq1zwKJfo3q9UWmgLZQvxUDk9/7pyPK3m1Tlgn2k3O8lpRsbgWDlAi0W6rwDyq9R+6pISIG23JhjYbNP6DcB8G8BlWNVdA8htXK6XQZKHmPpeNo/H8f9yvgte0ZuIyRhd5fRgj2NEYHBDJHoF0btyD8FlJ4KoZ7oBFNwTb6tGbbsicaXU5nlEZVljC6LCdJnyrDY3hqJy9LgsSg+AIiYd6SyFuXGqz2XNx5txi0ktjFstjs0YReqM8XTPI3o0DnA+nswdY4RsRDB2JoP+1wDsMnxfZUCUAYJ7+ni7J1yTYa+ja585CPo4UNx4i0kiEeg83kc/ryr3NZDB1/eUH7viFA2TDd32WZXnCUp5Q+kN2ZmISkob72041DZ1nc3Ps1WmHV9Vohs/qxSP4gWw4lZL5QQDrAslMHar0K0o6nALl/jYNZUWNuPifY+eG/Toy0rbEG4rLwqE+5rKxBb3JD0GSPsXSh5gF+0yK9tCiRaZW388323Q0I+A1lWxss2qSfOfZ6qRVH8HDQeFqDQYXxb1kXYTCLZt7aeklwIwGw9ytdn1CAAlYrAwBvxNPBa6EgoY5ThWZhL2tZtJGONqTjt5ID1S0G6IRUMN+o22R0Xjnkr0yvnMjbKYxLCdO+W9nm5MRMMtxv+ctoz11jxjZ0XwVIMYFdQn695jPqwlwOHA+t1p2sm80qeOynWyVJ5z2BKMXRS1e+Yur1LJ1ngsy0MlXtzTih6jf+fJKj4uHfuOF/FSn6voXUslkDMWMUdhE+q6qtzXQDaQ9B7lhRKFDlrmVElZO/2A9TJRPgCzo0y7rZv3oaTeIr1iIFTKQv+wpC/SrufmVADU1YXSQcMnzQtu/bry89Bi0sqepMmwzCbEE5G0Pe1/Nc/HSWHNuVJaNH3YU4qP7Ws3HdvB9iUlUI7cPYv0QNkbPLT/nYZ06rE/0vYp2r0QF/MEkWVjLEADktkIWLjgR6WEPIyVTiC5ETxBqfQO/bvLTZl4g8U4be45W0nzVXmiPGA5V5mW7BaxF6zSh5TmWtoFewdPT1Kp0W0e5K/FsJBHB/Xodcb7dtUcm6bdpKBaJmNbosx2bG1MXXk5GPVD+7keWhwqtxte1O9K3QHVwbSWDRi9EOojvk6JCROMJeuK+ZZy8oXHrzAavK2MFXPh8wII8/K2RhADcGrUsXvjfXsNVOpNvGGfD67BacAQoi7axZh4DNJjtR4j83560s9V5b4GMikLmgtRT5nH3VNSsjdVxjxQhD7RUlZGroiw1LaAonIj37CfqS/KaqntYbzQRsSvbil/Ttsj/48XhQW0kHSxkPqL4J0RfxpkQOh2U4ZhfyntLVL/a/ECj29E6sY9ODyG28qW5EY5tnddSSnjwc2bz6lzO1Yrqb9KbV4aNVijBaVMPfIYnsEoZz1SOl1LFOmoOMnEaUeppDFXDTA63VhLYvD4D/+7tez0j5QXNfGAGiC5wnfFT4leVMz2c4CKsavYJgwpVxhOdXlcNGaweuatfxfBKgIW7UYhe7tj+2mXv5bh841KBRzXrFNg7kHUvFT34Grg5VRYHC/mxROzACfm3+NnXEN8c6UMToylKn0GjNyDdJnxvjpgD8M1Tp3G/tYSnGTfMbdR9jYq5VYq14OHKWhDZIgcwChv6azFpaRPKtMxWAhYbgdKinVP0qjJviPhYL1OVNR0VT8T8bbyQb+HytTjI8qeXL+pFy+pZ0C2XkqLkdSfSh0DH6jMR1Wmf0u77jftwStwvr3ftGFvldp3uMinkBwN06ZnDhseTZrswJ52NiTzKJvpmXRxKp3dlk7PE+By/882L0+OWaqMC0CJnDX9mSrVgRVZcPINoPUq34+VKMbaM9u2+9oMtP34Lajf7TmPTTLHvMly9CdwT8+SYeDxqBgPivEV6Je9RiYi1euLW9qludwrqSUtuHGBcoAKx+OLySjuaXsswsFppPIBlPzvCQyekFGLG1EcqBys3ACDeXDakvYj824kxHFygxQak//dA5XSekF2SJ6CImOc/TpoReSWcY+x5LgWMXAJJ5D8E2M+eMZ4v3hgDrD79htnOWARDpRDG0O7jj73rB4o0BhaoM+MH9e4Z+TGzSDUA5MDCHu83wEYxotYe9f6yb1i4pI7EW4cXVXuayDbKHkLUk5zJejNgOMWrxbJApek9SZPJm7yvtIkHkt6h67OJPqcUmbiStJ6IW0WJU1JAsaBpL2hdP2a9OhExQkXnj1HWvn8PAMrsayXlEDkc81nq+Y+0FIsXLj9w37a8wX1uFlre+jvtg+WBLFaqHjsS7eb2jxcJPBmLJwyRUG5N4eSItmFGBBxwpHKU0duKsci8XbHY2nvIO9ZA7h4gjbl8jK1ebNUsbl6tVSR8SjlrEcpeWb9gXT8kHTjMVVT/TvBNLwMySjxqd0OjrNVmQiEAkf5sZihJN1CdcobD6JGSSJj0Qvi/2h5u6Ll/+iJxOKUY0yCiYDl7ffkhkizcU/WWc276tj/npRR8/q6KkHX6fBaXKljv52rPNyX9nqiiRsZGDmu+OkT+oV7r6zOkZIhjWHtyt2pVcALtmfc1AfgO5WPpwzN7IaRx1fdg4PiZN4W4bqBykMYMI7whD3ZBfkFlBbazUaV6nFW5gyGJsYgryr3NZANJT3Z/B0tyLWS4nerr7MprVQ8ionqixtryZUS3ht/M0lM0JHKFOlNIzVk2qnxivr9pCB7mwRuvUF678+l/nmu70AJUN6mvK1goByPwgpdKQHIrZW0viVd3soLjv6OlL3T8V4CVrzU0UTq3TBPJ2hRNjNvVtp5QOeZShrylo0vXi0KFkUCrbpSWhQTSaOZNJxJ/ZdLC5JzInkGm6f18z+e2WCUE0Vq1/UGSs92c/MzBlt4Nf2Nm66370rAGcEQ8BirXLyHKvcw+St6JBHM2kCnpoTX9l6jF+P3sQ387ddSx2W41j+PAOreqnve8bNIs8a17LQgpS2rF2rOxyVS55E+djpxGV4O6siwp9h3Vc4daxPPHaUddYvH8jC8PQZ6qRy3d+/awZP5wQvyugGI6AUzX4wtxic5BR7fApwulcHcAYzYJe1hbZPkBDhK9QxQB2GnGWvlvgaycU/6iuvJQsajuVD2Bl5Vju8slQPGRyrP+xooeQPQWX5G4mohzWfSbJbq9mDqUGXmEUJJ0BoK4vZC6t2SdKu0mCOf3ZHU66YsyclAerSf4z6UNZRZkwzhGXGvKB+KjDfUUU7/hxp9eCFdX+QnaO8dpUfTjPcTEIwaIPCVtwnxJMBsdpaern1+Il3Mdjdn1mgvKS+yqf3vFJPTNuNF2svmCST8fXCYaFT6MDnINGS3yDTRrqaQdoDLN3Ut5srPZJtpexYkTxVfzHPMbrMpqRsxv/2c5ejxOqmMCzK3vr+NDea12Jh7yP75PFwTqdJIYXo8KGbK0rQYm3FA8jjMIPzd5g1GgEbx+nURmJ1u5Hv3EpehPllfkUdPvqJsKuPnitXBKyZS8Huf7z2V2b3Q8EurF6PmSNmIdlZjZXVRz8D6iUcPiDk9By3owIR3xVyxlQQaFP3BddCWXMc6PVE2TAfKiV2wYXh0DnQjlWfRRgoWubOoTLXc10C2XksvvVxaVQh2X/nZXk51uKCfN69LSZuZdNmkjLvgEk8YSjrqSg9NtE1QkHICAcpnscl00h2lQ35fUT4NpNO06aZSnOyRpp3X++khmgfXsjLmqdBk9K3XWZFenDTxrFsZFNDZeGge2yE2sFASyLWk85l063ek8e9Iw27pobk3MxjkZBaSKPqD9Oyz/WPp4Xc0Y7HRzqZm92bm5ymj8uJ891gwaFTik7OmL3ikUKlSVhBDS7DZrBO92J2mcZpfSJ3b6TsOJvYjsxhPqEkpJ45sn8Bt3tz+caIk+81YbFekuwu1rIdG427PkGzoSH8yAOOy2UirWTKcnJJ0WvK88jkKEGNAqlN1eOTR24nrQlYH5VL3XpxC4/+47cGL05luzHC9U2g16t/jdg5wtRhc7O9aJSAxXoCIJ45QB58TzuB6zwJE6R+q1CVdlclVGMMjJaPTr7mtbBgSS+PeUn5aAJQfxjV9AYABbQAJwJHyWbW0D6DzuNZAKdTgTBAZlxjNA+W8BOKxA5V24kLZwMYgGkn639Ve7msgm0r6/6rMIvT04JgC7JYt3gIBXI+XIZhw21iSkorHoOC5QS9dbrTz3C32AUlpYqEBjlR6bquVdPtz0uBzwVPrq7oZmLYcXJNGS+naVHp8U1rhLHRffFi4MyWB3lrumwTknVl7rG//KIHs5DDd2w8T9oODLy9VpNG7RzM7k6bn0t5JOs9xX/nJAteUKNRTZWGPGaNS9nRf2vKp6XP6Rl+jQbJ1zhrve9jELT2JZDgJTwRgtaFlootBiQEWzyBo4nlOSy4X2j7uhs/ms2QMSTnjFjCPcah4CwcJimef1bLU3BGFFnLPLwKCG4w1YItZhJEWjeBVowbdM/fihmpMyogZdk4FkgyBJxkpWtoJeAFYHmOi/vh3jR6NpRuuAyB8HLuhjrWyjHv81Mc8epC+T9LrHKr0yPHQ8GAJrRyoBCbqh2JEHwBO6BKPB+6rDNswHswl4Ise9KVUM2y83NdAtpT028qnWRwru/3bVFST3MEmBx1Regvl2I1UCmin+RwX+GIj6bROi1BYiEPldHSupThlAvVxWxlYp8pC3l9Jk5W0P8uuPK+94wQu10zxxi0AnEk4PW+8uNO8DWCqvDH6jpLgdpQE7bryY2quK2VFHrws7b+cgGw0KTMJu70ce4p02abxfC4vE+jtNSC4fyRdm+d2cqain27Pi7nC6rylbFliXeKdSCWNfF35PM5jpQeSHi8S+EJH0qfRpImfuQascV4+mQSNAsqsGy9xvdwFMJJGNpepHaP9NCZS9no9/ldsKeio2GrhnrDHMterTI/OLrKn5y8sbpiJhX3ue6RisoMbSA4GkTL39RGvZxg95uaxKGk3lieV8SnAhWt9atyrwriNYOMK35NLKNHLpW+0wduIQSC7Bs8KOfZN3egp2JKNyg30AAnXAcQOXlwP0HmfGRv3/KBXyfIEoPCaIojtK+8TnSh7iV4Xnj60P3PrhhZepGdQRrvvqnJfA9lE0pcoC9KZkoImQLuR1N3sBlVx8Y9U3xSI0oQbvqWcjn5HadETzCUL74bs8OIGYEgbJ3kCiov07/MT6c4sHzb7stLm45eUvBIE6RElT0VN21lY8fxBPCBJ29R6sup4dlhH2SMcNO19XDmLjnGj4LF67IogJHqeIC6eE8IP0I73U3LJ5CCPCbRpRHjPoFzMpelpGito1FdX+SSSSyUw+7TyQ1Kl8jlxY2XP+kh5i0J/mO4zPU8038WJir2AgII/giaOtdTQkQ0l61mW/UFOLBnvS/sECNBGHnRyDjAWj4KDIGQgoQGmCSzn08brbYyWxTzJ2Nl5mZBzoizLd5STlohryJqEjLCGPE4U41pOU9LcSOv5Glva3xhunqCCIqSg/Hxo/BVBCRBxLyNm/2HwOluxVvbgRlZvnAYfK+ixeA3GFUAmlQzPTFmnXKgELxS+tx9jDqOC/k5UP5gcu6qnNI+PKcfwWL/E56Dzb2g3rkXCx0Vz/Z7SOuO+JNgRm2PeusoxNAfrU5W65i0dIxsoKXiPJxC8xOpBce9pl3YCBxikGojxIiDpk8u+HKcDVpJO70j9O7vUJveQSnpnpHzKBv1BoAEKFt1KSWl/RtLytrS6nQUCR4JkCIRs2M/03/GNJNB+ziEWPMc6xf6jBG+rPGaJWCTJJNdVeseHd6Sj0wRme8fJ2xnvSYOptin1eBfxIZtbSrKh4y43qQ8HK223OtxQ4uxPlD0IKVu50CBONZ+oyWadSetZGj9PhMAjcEsekN6+9hP9ONrPGaDj/aZ/+1Jvz37kQYB+V+qNpf64cV3D8tw0qm45bVyqWeJ8McE9k2NeZlEC/B6D63RTO3t9aW8u3Vhoe8ZkpBA92cM9rEip1ShKByen95wC9fgIlNjaPvPkFYyqmf2edRMZXVlbh+H7SEECTjjPyDd9iF6l99dpvRhL9LGQSq81ZoRSKg58odQBhji26CEMCthuQCnSuHhRyLPH6LgOwLymHNMCfBzcCdswTgOrwz1CdE8cp429c3+nb68q9wxkl5eXunXrliaTifb29u7+g9/ngqKPAgsdKGUhx7JZKyljqVwgTmlIWbix6LnOFzZ1XCpnDjolEy1FwMXBZk9JKXOEk2/s9QQST464rewpAuBkCF1TPmnjhqTDVfPql1l90FZSpvVIQphd5CzEExs/qACoJv5GCZ01YzJv2vryRhrelnq3dxMPhsrezPaBnT3tprN3G9DYTwkXxXe2AjimCypvOU+A5VsnTpXBzD0StyJ9HJ1iPW7+Hsylzn6KD473Ai0JiKFpaN9KaVK7FykTxYXHtR6uCQFONP5M2sxz5ihZpAD/ZtNQkb3UDh586k8eiAksWwrY2oLn6Q80XS1y0g7UKJmrRcKKycHU/kaRL1Rms7JGuM7fMeS8uLJDAbKuYmq3D6/HtBzMHHSpMwIH13hbagyOA5Z7bJFWlTKAR7rUaTe/B7pmaNe5iKHkuZ7CdxjCURyh/LgGLw3D3Cll7k899GOlEogBzUi7ItYOWrXQTFt5TUC22Wz0L//lv9SP//iP61d+5Ve0v7+v2Wymo6Mjff3Xf73+xt/4G/qDf/APvpaqXtcyV/JMCELe0K5VAi+NIrutnEV4S5k2mygpqUeUqcLjpu5JV9tnaHkG4excmm5yvbeVzyZ8UUlpXjZte1jS25v6iXUdS9rv5w3Ag0FO5ABU5udS9yz97wFoCoJC5iKFjKMTGU2wSqAyvF2mTl/lOQ6UY33vVF58vhA9EM9Yf1bZkztV+cRtPLiHJN1cSA8t8tmSN8bStYfLlPrxfnJktueOsdLhKtysnSaFOz1ttgXclu68LL16OyfWLJUUKvHB200foFx5EVsDxKAqpUThXW6SEj+7re3z1iIISyr25PkGa9+z5zEvKdOS/UEG+u4oOXED12a44e7tDSYNTzpKn7n3h9e3JpA2a1y4qbSaqbu8kKZStxnLYYM4PItuNk19WDWxPwyeGHND9jyGiWxAt0VjE09gT7vhAE8x54VijfSgx6lQ5kyBe4dSSfMhSrARkQ7chGtIrIp0fM1zlV0DvYknBSDV4nfu0Mc1Sx+venksr0bDehgYXQmjJbs3enVq/faEEepAN7RluUKZcr0n6lxVXhOQ/bE/9sf0/ve/Xz/0Qz+kL/3SL1W3WU23bt3Sxz/+cf2tv/W39M3f/M36yEc+8lqqe93KSumEDei+Ns4b+oIMm7ESWDnd6LRcV9lCv6UUZ9N56ULzO6dW+krK+VDSF2jX4pkoc9KfU3MY7yrRW8vbWdAjrYUwd5T3v71DJTXEgnIrc6MkdC8qKxgSOsYqvQ4UNWMJeOO5eRKHZyRuj3zaZHr3TtMPgtAYEfzv4+Kxl55Sg5fPJxCaHGQKj0SWeBp+fBI1T6Pm1JLlMrX/YF8anOcHqOIx4BVslBd+DP67FXkh6XQlrU/Ti7FngUOLuTIdqjw2jTjiZL9MNplM0v88gXu7ich5ocFeAqvRYQKqTj8Dl7QLWMtpeq1njYs/k+an7bRl8/fSX4vseRFzZe4vN6WMQ/sulYw31p7LpNPqUrZJohLu298ODtgKMckjxuO4n68J5hin11kFAC7G9JyGxWZy4KLO6EE6mHhfIn0Z++p0m49NLaGG4mPiAAYA4w25h+cA7nNE2ET2+6mND/2nv4A94+Xf+f18HADB6Lm2lc7l5WUbOG7L+fm59vf3f8/XvN7lRqejb2n+9gHBigDYoiUXg9L83j0Lsgd5X4b63Vr0l1taPWuXW3pnKgPuxHiIOXnWIJ7hkcr9GxxUvG3/StunJANap8qPbOF1osx3H2j3GWnch/6MLJkBj9S3HbCJdzFN9ydWBaB5/2bKPHpMDHFayIPVrowAhUgl8RRrpye3CRcGwtH7kbRzXBgxpkizzma7e7igKF9VfpIBWzmIs01Up3uvMa+HyfvEA907TMd0FSDmZnG/mya+Y5N/uVJOg1R2G1yoXQM5dYlj1vTdE1x879v2mW6r0qtcLzMtTcz1qlJ7dlxbic+U22a1rlV9KCpddOM1xt3ceXcjxEMBUtYRa7uGZJiOSofY5RW94sYQ10U9dDcvKnp23fB5jIep8huPs8XvPRkEhkWh7kgxuodKQcycUqX4eLj+5TeUgaR//+STeu6551Qrr8kjA6BefvllPfPMMzo+PtaXfdmX6Yknnti55o1U+kqD8Rnljcdk3rxNyfJ+TGnjMYCwBYJmIa1XObB8rvysoFtKnsznlE+rJ6PnbUoU4bHVu69MgRCX4LEjgAtG75nyBuCXlfdzAWIjlWET9yyJHcxXKTWf4jpLypbxTSVF+qhKOsR12lo53hYt4tFG6s6kwWzXW3FDAcbvqCvdaAE+Hpzpp84vZxl4T5S3hfn4v9R8N2j687ZmXnl/eJEoyhs3Mijg5QyYcEAhBlBc0TfabX0hnd/J1GS3m5RmZ5NpyZeDfDCHy+YWYNFx0+ZrzetAZbCdhJbzbno/eUXbTelkQJbe50aXm4VWy8X2M1f2jC3FnwjAhm+2SkCX90fp/4GnsiEA/n/XGo727obPN/YeQS26SI48uAXL3SQWztFcTLU94Hq1kOYGYsTfLpSpbM+Nwbgivsz3sBjQ4oCVG8Aeq4LJOG6+p1vYBgDWnrKB5p6Pe+pQqU7deczN20E9rFfa63VRRxNSLcDZQUTKcUjGT9pdGkxPDZj42/+PIkAsnEiAh3qIR7tRelV5TR4Z5Uu/9Ev1h//wH5YkfeITn9BnP/tZvfvd79bHP/7x11rF61oe6XT0V5RpHbKxpKxcPQaE4o6JIU7fRYvB33t2vQt4zLxiMRD49BfC5r91jj3qBPQrsQUyuQAq4m3XVHpsAEstnlZL0gBM3JMiEQIQB7hvKHkX15SP+SKRZHKYU+y3j2kJXs9yno95Oj9Jp9Djob6qZJB8TgksHCT6TR+vq3xu27EyNbrXvHyvGyeTdHvaOSjYszYdYDmVBE/TDQBPg44JDWrGnPl2hegxzhr1jezgIaCYSRuHotxTuWEdr3ZymLc4cOhyfHpAF6qip1LwWSyDvSYQZ3E2PEAoAH/MA4WYm5Q8xFWTkbKcSssGeZy/Q4s2hgMHW8/OM5CxlWB6Js0X5fpizfPuWZGeMOJWPx6WeyA4u07fS3mNst59Lt1jot62+Y2eR6RJYzhA9nvXAwAAcuYeDvU4eHkWpid4wDbF+KR7lU4Hb1TSn5Fq5zeeOepJId4+ryuO5aWkH/69emSU0WikH//xH9/+v1wuWyt+o5TrSko1GtlMqsdtTpWV4kbanshONtp15cN4YXa2sRuVFOG5shdxoqSAyciCWsIqIwbVU1ZCeG+enOLUJhTkqd3ntnKGnaz+4+aaa0qK7bBpv5q6256X5hmR0+Zesb8AchR2wK/btPlilbMTaxRuLba1XuU+D5QPWyXx5u2qZ38Sb2R+ujYuWy/zVFqelnQRSmmicnuCg36vW9KRo31p0kljrEo/8DZrhY3gZPyhywE/6N/byjJ0W6XXgNU9VvbuHlJ+goB74IPGtB6ME4jvHUqjvRRnLB+gpxK8ul3tbAuIvLVW0iWZSLMMWttHAqzKbQOrhuYETeh4oyU3c1UPY/azPFfNNds9eyoz9FCYkTWNXg3hABSx03MehnDnk3v0Gmp9NK55x7ltfLelXANN7TF1By+nOGkv17nRxNC5saTmN57tSQiEmBRe3Ey7xr7H5jrKBi7t85hcTNCQvfMd4zjWrkGOXmlL0Pm8JHtQPvjBD+qXfumX9FVf9VWpgYOB3vOe99xLFa9r6SofvElHARuAQMpr6baStX+hNIDH9lu8myOVjzonzuVcORlZd5TT4E+U3WXqIu7kMa4t/dhci8C2Jabg1V1vfutCL2XAOG9+e0flHpOhEgU5WEn9WRlgjjw8Hs2j2g2e0za3Zi+UTwQhecLb5xbYeJNejLEnPkDXPDTOe7L8mWNSqSBWTfLB9CwlXpyqPHn/JSXa7zNKyUC3mrbsK3lxUJKPKYHlw0rgcKz8HLe948bD3LesSVCzjU9phGTTKOX5RUpVn12kLMqLE+nkljRrjAfaS5s/27T5JeXtIcQxrzfz8qgSrU28DcNrMkyxteEoj52UHKVFV+qtpd5UWesUdOFGeet7U2oAjfZ14aDvFm/zk1ri3DkFGkunk6nP4WTXe47X4u172Z6K0ldxTqmkbaYoeyr92YTxzM3aswsXDchKKh7JxBmo07PkQa6aetjyIOUMZBgIN86IFYP7zox47NzpReTnleZ91nyHhz5SBjjWBole6CayQ2F18cI6yjrMdaGzSEz9SOWpHn1l4KSPrO8D6wMA7DrzqnJPQPae97xHH/zgB/Un/+Sf1Fd/9Vfrfe97n9773vfq6OjoXqp53cq5pP+X0mB0VYKRK8knlLL8PFVdKvcwIES/rawYT5UEBmGDwsPjeVtTbwQFlDcFEHhVSbFCGZHFB03olBFZbje0S2VEcEEInR6kDwBsVyUtB8gWHmg3U3Fte8zYL4QHhycBqEEJ3mnaB3jwwqMiznCglFFIdiIPKGWzNGUD5bdOCmc+S6f/x6A9/cczJu54qXJ/CwvpjnJcYSrp/Ja0fysB2XivOa1jrOIw5a4pyJrXtR2ni/SYG+aaxe2xStkc/A8qg+ZdZQvWE4o8XXvV9OF0IXVebgZfuxl80Wjhb6xup6o4z5OYWq+n4kBpHqtDMg2nmviewCHarxZvqxkDMQYn+277dwuqtRU2xXmsLgZ/VgnHBww8lpp5iJ7gIiXK8+SVdCrM/DzJop8As7C4OHO/sGa4g+qMy1RlRmSMCdF0j20NlPUGRr1U7ueTkgHkbBA0K5TsWGl9Ql1jt8VkE2LknmxV86yY7oGyvLAvludB9qTt0yF6d0GqewKy7/qu79JP/MRPSJJ+7dd+TR/96Ef1iU98Qr/5m795L9W8bmUt6QUlxQVVeE1l/ITsMayUaFl4JiHB4FvKGX4XyhQkgDBQtlKwWJhQj6953AMa6UQ5GA1PTX2HytRAzDSKGX0oqchDI9xRL2B1XSgLBZ7raXP/0UYanufgrAd/qd+D42quGSs/ZQD69Ky5bqJ86sehsgWIpXlHUu9c6pJBoVLZ9uzlhgeLhvE7asboSGnuoX49ZkBYiDmDbesrzdOrylsHNnek1Z3sfaJU4kImFuD6Ojoz3COmSzG2W+qmW+5Hq2X34dlsKbhNST+hvGovjyV5DBeKFeNpspEmiwZAZ3ayydA2gEvbzNDhKHmtQ19oLJCRpPEwubSjQ2nYuLeDSaIyu70yBtft12NwsXhMbrOyzM112mIA1Rn2yWk9k7QpUcGClE5zbuNz0xy7W81TzHSuDFTnVg0FrwS9AkXMkOBZuQd2rhz/cg+nq7xWqRsZJLRwoLy28Jgwhty7IkGFeqRM00ZDyWOAyPWwn+OtHN4Qixs+8Xg+smKl8ntJ5UbYUO4p2eNrv/Zr9eyzz77Wy3/fy2Gnoz+inIGE+32knIQQ6Twf91oyhVtQWBdMMhaNx8+YcADMWRdPzFqopOWoGyHh5QHjSANGry9a2PSJDCrf0+EC7gkm7qW6N+CKmXZ5Ak1MYsCyj94ooM4YkCEaDQhiXMQvpdJ7Y8FuvTjlxT5u5mbr0ZnXVNv7tlrmzexQxSiT20qGzMtKFN8ryh4nRsKhErX3iJJXDs1H+44kHQ2bZ701CRgo+uqp+tHcZBJkg9d4BzzyZbst4DzRlme3s5EEIN9W+YicV5q/z5sqhzauN5Qp1pvKST3EXA+GiXJlm8D+cT4lZge8JpJGRxm4hocNaPXz3jc2bpNMQvFtBTFO52DlcTnAanG2C17LM2m2yBPNwm7GdDbNZ3lOTxNY+SOIZufSySZvlUE+ASLCDBi+0HIkgG6UjYt1M+bXmhdxOdgAp9lglUYqQfG8uWZf+TxRqLqzpg0r5TjzNUn7zTpYrnIIAIPz+Lh5gsYkrRl/aryUZHVymAyY0SStrW3S1kLbp8rzHMPxfmOHbPL2FajW/sBo+n5q6GaeDYSv+J3PU7LHu971Ln3v936v/t7f+3saDod3/8Hvc9mX9Gfsfw/0QjWdKC/iz2qX8npEedG+U7sZjDHjkawoD9TD6Jw236PsbqiMkREIjQyLp9TivV0ox95OlK26jnJa9zXlRBKP7XnGkFOneGwOIlCDrzSvl5QPXp409b9NWWFDCbqRMGmUNBaWZylG4GDh3276jXf6Obv3qukLYIHCZZ6uN/097CelyjmHgARp6w5ixED88SnTM+niLD2Xzbl75vhMmfPHoyGWgZeMkXNg83G43yj8BsT2DvNC3y5iLA+3agCwVU6GiGcp8v/0NO9vwwBwXQ1FhRd6vbntoXLAv6ts1WP8YbVDt26p24U0mCc6jQfZnt8x63yo/EDWkaT+idQ92aUV3Qpz2qCrNGFxQzcTuP1bpUXI/zF7YpkUae35eJzKQrXIybDh5VbdLMvXHpbe3lXxJAGPgfEgXihmAIBtD8ikP8Wc2B9U9XabRaceF6aNfA6tfdmAxWqR7u/xQbwc4n+Xm/Q7p4CJ8XHOKfevnvUlldZxnL+eyiD6JtkpA2Ijbmlz3VDqjtMDktVXiru0lHsCstlspv/0n/6TfviHf1jvfve7tzGyb/u2b7uXal7X4h4Ayhr5jrQQSgfLyNNxZ8rrTMpUVC1NGoWBJ+FehIPTqrkWZQj943F2bzcygFJahHpRMCgZOPZ10354bQ9NRJqL8WkMUqm5fl85U2mvacdI2RvqK1OCatp2xr3OG3pQpdcYk0V8DDtNe1GwR0qgheXqtAkB7ElT94y2rKTereZlYxo9V6lUDoyDy0uvuQdUzA2lRBCMCJJpMFL2lZU/3uGgueb0PD08lBhAPBsYJRQLyQjeXm+z6/PLTe4DemLYtMU9YF6uY/idlIFuaO/xNZDU62Ylfn5Sb2dbW2NxRb79eyD1+hsNBosiGSOeDxk3uG/rQwnTngaMtp2sUGBct8MHo6i72k1llEpODt64H/hfQDnSqDv3b67xbNF4ePT2OqNc18vsea5m+fP+OP+9mmUPdbPSTmbqJll3XbxbBNVPioltuTQDA+8ZT5lMVedYPe4RKSupfV5CuScg+xf/4l9Iklarlf7bf/tv+sQnPqFPfOIT91LF76n8wi/8gp566inN53P9iT/xJ/TDP/zD6vUqk9+UhaRfUzkmgI97I9eaV9vYbZTByT2XOCc1mm+kpIAfCXX7nEEtYCU72Hq9Ti2yhq4pUT1OI7rneans4aCsvH4UPArJlRP/HzX3icrfx4d6iam5B1nLpOQ+I5Unao/tu4eUgtCRSnUQXFded+yexCChiFc2zuiokZq4j7WHNtAeKOkb3p5Gr/gZiv7cLw7TuNyU26NOrX2zVYqpROraM7+Q14GkwaY8TBoG0seN+NzIkiu2lr0lY3jmnpTBB33qCSt+akfcXL1aBI/Q+uvzj9fqsbhVuC7GGl0eiTl6FhwyMxqnrMztcV4H0nCcthd0h0r74zwjZiRp2M3Ke3SYdnxPruc4ne+L64/T9yOjQSko+cG+gVLzPfE4qRGWsdQzuhSwcbCAYqUARh73i/fZrNLRYqtZAg7o2dFh2Zbpq9LyPLenN8rgtZym7xZnqS5ACSCVMvAtzvNRZhQ/UYZ+cb9t33oN7aBcz+zV5NJvF2U3AynHpF0RH5PuMUb2+3kM1Waz0Rd/8RfrP/yH/6B3v/vd+rN/9s/qT/2pP6Vv+ZZvaf3NQaej/5uSEu8qP2H4bcqUIRazhyTcYwJkzpQU5MtKNNenlajIW829DpUA5VHlPTxY5gRl3fjAIsZzg8K7pTLuEqlC2uxUIQu9E+onuH+qcivALeXUXbwd2v6wctbiod0HJTJoKBCU3GpReqJnypTqS8pnRpKteKn8DLXHw1xAgx5I2ttvUtv3UlYgadcUV6jb8xwbT4fxvGNj+nLTjs82bVsoU2rEsh5VTl3fxtsO89FQxLJGE21PJtla5NKulTLPcQDfvHtxmryW0/MyRvW5pn3QqCfNXNJO5uamypP38Uj3u1mJ8xRrf8ApGafFeUhO67k1tB3o5h30dwSa5rEnLkfyA4cyn23Kg6FPlJOabivviTtRNuaICx8o7wMlmxaj6thehzekoxvNIdKHzbP+cIPhuEd7CaRGxxmsxtel8XGO0QEy2/jcOIOT751DIXssj8+d8uQ3XAswYOXUStxzJ2Vg2s5JiAPW7hWv4xoH0c1KWs8z2Pp1G6yVBpAcJP3eO/sD5/n/2Eevy/caboG2acv8VFpelBanpHf/289TjOzJJ5/UZDLRe97zHr33ve/Vl3zJl+jHfuzH9G//7b+9l2p+V+WXf/mX9fa3v13vfve7JUnf/u3frqeffvpKIOtL+iLl4OVE+enJfSVlVmSiaTellc9Zw32lxdNVWlRnzXcjZUuxrxw0fVUFmyFpN1V+qQxYUFc3lYO7bo0OlQO3U+3qHUqk7Ugvv2H1r5TTz6EI95o6MYAi1dkJsumeEdY1eg4F3GvG6rHmN9CCAFdf2ZuTmmPEznOG5DYrsZspo21sY5M9ZAdvD44Pmv491IzfDev7vjIYYAMDyj1Jm9PG22iAyBMyajSWlGMO7JfaPi7mwpS8clYb7fT2SJkG7CsbLNDGGFkXyrJ0uZHWd0qPaRv/a15L4h/zxkvBLb3K3ZbKeFMTX/LNySSXbE/dmCUmyb1/p635DIYOD4y5hrYmTwSGDszl5THXbTb9JrR3Lql70YDVKCnLbj8p3K1nZNwKihzlvFmVYBa9sWUjuVc9Q+6uW3qtcHKKt6mor58WYm+UwbFTUeWdfjPAgbWKFGBrm6ljndqD19ZZpTo3/expOX3p/+NFep0Af2e1m6Cz7f+e1J2pOB/0inJPQPapT31KL7/8sn7t135Nv/zLv6y//bf/9vbIqv/e5YUXXtA73vGO7f/vfOc79fzzzxfXPP3003r66ae3/68lfY3yOkW+oZyIYeGxYBW68gD4DpQ9t0OlxA/Eg1R96kVBUT9p3htpe1oA1JDTJMdKyjbGPr1+lOxt5aQSPG+nIsfKLAr1H6g8qcIByu/F2ve6AQcSAaRMEQKyI6t/rHzu4RaItKsvHWyhndb2mdOhK4sdUafTrYNQN2n3h8qFMfIwBr9nPHrKdPJC0tlC6t6SOrfyb6NyjrS+U9guJ07Dotr2m3E8Vrnx1MMFMRYKhdhvvptZ3bPz5J3y/LpaPInU/Xst2xjXZf6ftGn2yK3mKQMONTxUNtJ8Xd2w/vKScjbqJLz2ldfhnnK6P2neeOmredrkPWy84i1lMbkljW41tOKwjE9BGw73pcFBBhOnw7iWeBbg4bEj6D4HDw4R5Te1LQSAVu3kFCkr+eiB+fd4UdEr3N5jpmL7QawnelgRJN0bow7u54DkfVqeZU+r5oVuVolejPE+xnE9a7JVdn/q5Z6ATJIeeughfd3XfZ2+7uu+Tn/5L//l1y3R47UwoE899ZSeeuqp7f9v73R0U0mGJW33SgFicyVlcq5E53xOOWtxokQ1oZiPlLPhsBJRgCg0kjDOlCmjS5XPXyIh4JoSVYSl7R6R1y2VmXLnzWugfOzVuXJcqKOclktSgtORTqM63YkSZHzIuny1eX9ZifaCmlNT58NKFOG+yjMWudfefqa58GKk7FF55t30ND9h+rZylqTTk3eaMTxQogEfa94fVklPHkraa+Imvq/FlbofVoznslqWdCUeFHQYdOXLymc+kk05V1bQD9vrIZUZqrFdNQ9PyvE12ufxN3+gJU/M9v1jq0061QRAYW7d4OIdLxrDwRPPMHrwisaVd74fKsXfhpO0ed6TNWrbHbxsr7O9ccQfybYb2Pxt43l9FWd2sidJSqDaXUudab5eUnNqf4LOXu8k6XGsR28XA+AZUl5wHftNxyOwdfsqHqcDgPE9gEg8rvD6evk6rzd6fTXw2lKYWBghvuaUpYPPVeeptT1RQdI2JZK/2wCxrT1eLleJvvB0zP7wrkh1T0D2S7/0S3rPe96zfTL0ww8/rE996lP3UsXvurzjHe8oPLBPfepTxen7tTKX9EsqH3OPtYc1O1JSxA9r96RnYsJY+q8qKS4s5pWyhTyyeknyeJuSAvsCZet+qWyxe0wOkHJWRKrTLsT7DpUUOW1x5bMNgttvN8rp+p4cQWLB2upxb2Oo5F3tK2Xq0Qf3WAF4KXu155IGTcaiJ9cQg5TdIyYFuBcLNXip/Iw4rPyOyn1+zNVG2ZibHErrPWm4SvG2y4GKDEApAwQgxn4sYm4YJ2xFIJb12eb/M2WwkM0BXrfnGODV9AfS+CDF3caTpO+GhDCg/WpZPK+B4uPQ5YuznIIv5YQTYlV3lNmI02YM6QPtP1IZm2K+2Sg7UAKu/aN8GPNor9wbN2gSTLYLynlCz17aUp2GVH4gcfRUpFJB2yNreowV/H0j4L2l1Isu70rSNI1n7XE17Ilahe8lkl4WWq8W+dzHLQ1+q3jCAIYKTxjwB6RuveWuZVk6l9qGM8iJW75Spk5cmfh7jbJzUHeP3XngXuWaWA/fueWyabnWC4pnex3ux9XlnoDsB37gB/SJT3xCe3t7eu9736vZbKZ3vetdeuWVV3Tz5s17qeqey5d/+ZfrhRde0HPPPad3v/vd+uf//J/rQx/60JW/mUv635Sse2IeB8one2Apk5QxUl5TW5pG+YgYkj1uNXWeK62DsXIiBoH4a829HlYGTac3m3Wz3cvmr1PlzDVoyAPZZlqVG37dg3Od55Y48ZRzZTr1VJnOu1RJe0J9kmjiMTqAcaBdHQswTZWz86AnaQc6RcprFMPWaciJMkUJuLtf7pvFHbQvlb3ti43UuyN17+Q1t668KOBGbUsAhgsxxm4zPo8pL7WRstL3ZIxJU+9K6VgqnSSlOZ82+3YaQ5ssw/5A2/P6Yiwunpbghz1zDUdH9QZSv5lw9LkbUHwGk3BmfeGdbSk+b1C4zNfQkkv2jjKoDUBxFthEOfHCN0MP98vkCfdKavEfSm0TtMdlPAV9cZr/3m6MXmTO/FwaLKXBQuU+vVk+J3HeJLX4M/Y8Jgs+SmWcmvdIrzvlLpUy7tS0fx9/zzvrp28eLfvSyE717QzRC3b5iVmtntHKXrQIvlIDwA6G/c1u7PW1UtpuUX8+qcWf/umfliS99NJL+tVf/dXt66u/+qs1n8/1W7/1W/dS3T2VXq+nH/mRH9GHP/xhzedz/fE//sf1l/7SX7ryNwDGgfJOeSi8Q2Xvya9F2PjsUtlYJABNjEPKXsO5siAV+5O0K3j+QhH7Pp2BylPsqRPB9k22nrno8RgU8FLZ0wMcz5Qz5djc3FOmConV3VSZ2bk3zJl7fuCpH9bLAbjnm/z8sHMlr+VFpSPDXlT2Cq8pecRvV/PsMIVNzVLxyBXuG59jxmNWFvPGIzmXpqtshECT0u9XlBN9SDIhCYW+X1M2SJChx1UePdVVbg8AgnKQUiypeBhn0+9bi5RxvLiTFaAD6g5QmGx4Aozfn7Je5SQY6vbYG33l/Ub4nmv6Kg0F5I51g608VZrktXmHy3lS/ttTS86UD+qbXKQTk4fDlDlIXGp02IDLTDsn7UPPSapmB5LSDY21TVkfSwO7Fq/N08c9/b2J63RnCw0vpOFUOsAKa2jn5SI1/+I0A5w/XoazFAk18JrbO0bmUuUBCmfK2ZsKYwzT0VM+J3akrK/6avYubqTrG+lwlQ1ErnHGBoMV3eFxaSkbtXjm2wOOVzm7dNxPhsvBtTTP3Z6KB6v6qR7Q+9upMK/WS9wj6Ru/28prSr+fzWYaj8dXXnNycvKGOzz4Rqejb9PuJmC3uBESYlhYpE6d4f0QV6J4kD8yQAgpdV8oC6ED6p7KxxagIGLyQEwc4P54jR73gCrcWmjK3hN9v7TrpAzULBAE3NtFidQjL/rsihNrFU+Q90VTB4DsHqcn16D7xv18xBRey04GYwOm0GvTRZnMc0t5+wTU4EtNe3rKWygeU96mcVNl3G9/3HgbB2UqfjydQcoLtbbfikODt2n5m13FR2zV3z2221Om/pzyw5MmrlWAXwC9qwp9ITmktvkYL9If9LmNY1n8ahvXckrKqVP/X8qC699LpRsS6S8vTk1uqcfNrmXvdJdz7NEbwNJYSSIeuUjA5nFKToZxqtfPYPSkLU+immp3fx3fE59lH2tXGaDWVpdT8axlj4dHRpGh9IQaBzVn+XraZYB8P6dCXXFLEIXH3rB9pTeoy2M83USSvr73e0y//7qv+zp94AMf0Ic//GE9+eST289PT0/1X/7Lf9GP/diP6UMf+tBdPaTXuwyUTgyP4OUBbyyh28rnoU2lbXr9jeZ3fWWly2R5/NdBBbpwqSR8ryjTm1KZtXVNyfu4rgxwKCCACGCj3YDjmXKM47ZKIOZkDJTcNZUJH+7JDaXtc7YkU77KMRXAGGV6oUxNzpv2MR6+QbevnGrv3mrtvafS4Bg043qmdEpHp9knUctorHkzMe43snbsNeP/qPL2DLwuKGe80e1ew2HaeEvC2WaTFBd/99Y5viGZLuV9rOI0+NF+UnCzJp41PZPOV2Um4roZ65eVQPclJUBGqY2VD11mD9wjKp9gMJI0bgB4/yjH5XbiVz74W3dTJYi8FhB0cIjA4P8v8t9rS7jx+BRju17XLfOYDEPpdPlnN75CjCpuBM+/LeNU8dSXeG2vl179gTRcpz2H9AMjxh/QyrFRbFNYzrIB6gYhQMZaw1Bl+LjWddnUrkF+PBzZVakDiXfj3QFW6B2MUQzjkcpHt8jau1YGUTy5sUoDv7ORejNpOCs3vHtIQQrsVQN++gO74095TUD27LPP6mMf+5j++l//6/r1X/91HR0daTabaTAY6Ou//uv1/d///dv9XW+kspb0vysLhSs956GlNAFvV3qkC5+jYAdKkwnQOcXj1q5TktAve0qKxXl0vJFL5X1oFypT8aPlI5VgNgv98RegMlYZ50KxQa1C2fmzlSQVT2menmbAgJL8rBI9+GIzJufKJ3G8TcmjOVLewHtN0vFYOrzenLtY8WL8zDs8lvOT5vlMs5IaJNkCpY7RgEWIkQBFiYd33LTP42k+d1s6uFsqN0D9YpFS8de30+fM4VXec88/s9gFZWs0bPJ8ktzilPae8uG9xGhfUZKbV5VjnVBX0FdY3v1ZAuEt3TNsYlhYZh7DGuy1nEQf4lavJU3cnwZNbGp5Xm58nUq9eXoNGu29hB4+z3S1ezjz85zEBWXOmkbJs9YIF/h8SxkQusq0qRuQFL4fjdNrOKl7tsSaatmnq8YT57EvUrpu/0jSUablzxYZiPrKdL+U1yDG66zpF9PWU45Pnyg/wZ26iHt3mzFZKD9e6URJjlhDxHUBwTMlBoO491BZn0yaOufK9Oil8lms15WPaIOt2iizU3uqP4txq6Mb8Luq3NPJHpK0Wq308ssvazKZ6Pj4+F5++rqXm52OPqR8kgXeykDlk58bWSqOSHKazy0fKB/cfageFwBSwCMlGYO2cTMxAEXQHYGFlhwq00fQkntWd6E0VVKqERB9oeNVoQyhN1AAkR7wNuMJwacDnBGQh0onAnG6hB+T5PEkFDvW6nxWbjHwONdLSovrlvIBviz8R5VPKsHDuq5EDQKo44OGux/nwHWkK4m/YUXPm+C/Hyo8m+3Sf1Ca0KksXsCJMXIa0L3YWvKOj7t7o1JW1PE1kLZPAIfOITuyP0x9H5AyP7GDi0F7rKlRM4GDA7U+YqWWGi5pu0fKswrjo1NWm8ynLe19pu0J6GyHmE9TjMofn7KYSvPN7mNqkHHk3aluPJZtc5UZxnUzVzAMrhMwbp19YL5iPMqp/aF2jVK/T2R4iFl6zIq17jojhhPwvGBEZ+E62XUwVR7TwwPDUxurBEk8v1XzOZ4c4S+mEfkEsPDSLDepYHoZI2ekPNTyI09+nk72kKR+v6+3ve1t9/qz35dCogZp4WOlQRmqjCsACJFL9oJCL1xeZcGOzIm/pBJYYGh84cyVJ2ylbCnhBQJkBHyhDlHeTnkOh6VFCKUxswwrFC0JD7eVwR7vBmuJccKzicrXkwIiPSDr13yTLGxXxjG2h1UVQyR8vq9MAz6s9ODSM+Un4B4oW4pQg4eSjrr5yc6A12iSMwM9o4vDZTuN97KpfN/tJeDdbBLAkZyFpXumDLqMK54DFI23lXfoX5ykvWFq92g/t3swLOOE28x0i81JZaD88nKXfpNKGu2yoUo3G6k7a7x0j2v1N1LnRNJJSTP6gkHjtZVN5W/efXuBLw5pe1I824pGkwRke0fZ25md7574j4GGkpa0fUQNCRUYbu7RLpWzYqHZovHmaxog86HA63Cvek8lYHmsCiWOQSOVyRcLlYYp+mqo3a09kaoD0ADveB3D72OwUp5+14se+4e49et8HbgxAfDSZncU3DtmPEehzqvKPQPZm6lcKimGL1AZ+HRqgUGeKsUhPMPILSG3FMhu+wKVwutJDytloHAa08MObrEx+avmfjeUFN3j2k3rhQaRMj0gZUEZLlIKsVOd9DXG115V8mxebl4XTVsOlMEML+dhmbd5mBIe/PEopOGiMHk8y3zaxH9Od7MHSbqAIkTJkDmJR3Wz+ewRGZCOm6c0N15eLWh8uSk9vfm5dHFHxckUlO0RR2sVj9PwuriuSOTYZOv1Utk7v960/7ZKUEO+HNCxppnXvhKIHd0szxIcH6l058bdnPHnVGDcdxXPxovP5FotSpcFC2Oevt5utF6m+dye5rHM48CeK9/IfVWJm6TJ9vQs0Npviv1/zf06ePujtDY5aQSv3sccw4o4kifUoOg9x4Nr8LR9eAgNQOlvrP64VQS9Ac1PPNxDBhuVZ6seKR9VNlWOS2O0HSmJwWFzDbGyc+UQB4lTN5XkFCBiTC6V6Ul0pNd1qnwcHsYtQDtXPjfzTvM/3tehMuXYmD+6pRzb9VhbT1kXnzV1D1WyFleV+xrIesr8LG6t898kcTjiY0lslF1sKbvPWAh4J54VFLMWnYpkIl9WmsxXlc8xPFL51Gra7F4iRrHHclhAWJRTZQ/utvKBrFCqQ+1SfzeVT5iXSjrFY0lOjy4lvXoq3TnNY+0LeG3vnsXo2XgoBazIUTMOa2WK9ljlsUTbpJXjlO5L9iBxt/5A6fxApNr5lWXePLycG8Cepocm+oMnPXnmRDmxAgPCvVLP5PLxfSSMC2MBeFEwZApKsFHKw1FS0IupdHKrOevxdk7SGE8kTTbS6KR5NY0ZGrj1R9o5XmnchASKjL51GceyA14HyzMNFpsyANe4OAsbS7Y9+IM954vSyofmmtt7TNiJ+6hiLJrXljpV3XtvSyjyOQEQJqWoFJmFS/u89j0en1N3UrlO/XfEdtEphB9Yg7eV1rGafrEGCCN0mrZjDOLFTOyafevjmZIc+9qG3p4oAylGLvdlbG+qpDEB777dC13CeEAv4llB80fakXGaKK1vT267tGvuEiK7NyD7yZ/8SX34wx8uPvvoRz+q7/qu77qXal63MlJO3tgoTcK5dvftdOz9QHlvjXtBTIgrd5Q6wutBfyaBe0At8H9fObaGRbWvzCEjbNu4SUMnYaWyN+lylSkBvKxXwuu8aSOWXlfZGir2a0madLXzYD0pZ45tT5HY7O6VIR6EdYu158oaQCY55CGVIIiCAsiJMx4o72ObHGYlv1omunK51Hbjp1RmmkGtxRRpP6WdNrsR8IqyITBXjkPRHs8GhRJEMe03iTSc3g8lWDu9wR+IGAt0Ye35WpKyVpjKtPlG6p40Lxv0SBXy6jf2ddx4bKdkSCoNhOZ9aHQrj6Wnneyh623yTzDyPJblQOAxWk/KQj5YX07HeTwQO8ZjTh6/ogsOeNTv93FmBe/M702cx2XbY1pRt4yUjWOzA3Sq7AlhaF/aNYAt10Dpc12MvcIaObh724nvRcOAPm9CfR5f97GLxhhGHo6Ag7pTtIyxz7HTqx6Tdx0aGPGdck9A9s/+2T/Tf/yP/1H/9J/+U52cnOhbvuVb9Oijj95LFa9rGShlqaHgXUmdScUJ6Ecqj+BBYDxJAqt6rkxHEND3GAieHpOLlf6QUmYkk+oWpC/UtdUp7t9Ih18rlQsPRQBQdZu+wGMPlfevQRF6UopvPIaqI/GBcwjJZrw8zQv3TGUCBq8za8tDys9lI5sR5c+TnAGowaid2nMwPb2V//bP3fvxsXJFqPAZvyERqN+0+6bK54Qxlh5TwXtl7gf9NI6HN1JiCY+A6WItYEWMh5Y8MVL1FAvP+os04Fw7HtK6of78HEaeWNwWH+sNFg24Lna2DjjFF/fHxfiblGNZUpKh8Z60b4k70fjhb8b4TNrZP8fnp8oHWce59aQDZ0qcwmc9OmggA+4pu4LvKgNaTL5w5YttAJvDddELOlA2qM+U5QqPCkO5Y/WdKj026lJ5DUMpQvF5UodUZgOix6SsJzyT08cEsHEwBkjRiSR1eNyL8cez6th36EXqiuEd9KmHcwDQUTMOd2Gp7w3IPv7xj+uf/JN/ove+9726vLzU93//9+vP//k/fy9VvK5lIen/av6GGkKBuiXgbvRQJb2IMAI4WIm1zMCOMv3ARCEcTDBJEyhtDrKVyoy92UWT7q0ypvSiSpA4VAKHR5UfRMlC3lqoXRUPVvTUYd+wu5hKZ6e7GUzR0nQryWPyQ+U4Gls+XMABUd6PlLysg2vZ0xrv5SxCf8Q7hUeze4CfZ3ytlqm9t7Wb3XjbxuxIZZIFYA5weYaaF7dspVJJ9pQzMQeDpPTn0zS+s4tECY730+lMw5HUnUgaLZROZJftB9jTzjFN/ZHU2ZdGx6oewGrHLfUW0h4agfcmMXBLAZ7vnsd4McuKlaw0D9I7kxAzI6H/euHl4+YWP/JzaXVO7P1Iu4kaUQ4XKr2baNlj8UfDz7M7ATvPEGXOt3NqfTxQqQtWoV4fA4W20hbGivt4vApKDqqdLEfiY2RaLpTP9/TroOOg7+5od74wzOkHcbBaEgkGN8aqXzeyMUPvLZp79uw6Hw9AzQ30vr2refdx4zqXp1q5JyA7OzvTJz7xCT3++OP6zGc+o8985jP38vPXvSwkPa+cLbSnMsU5Ljh3ZREwFoxbWFHIbyopRF+snq2EtYM7v1GitKanpSeGEDqt4cJN4sWl8qLaU94rhQV2KOmgm8+7I6bigXISFngo4vw8fTZTeZjsbWWvE57a+Xjue0O7+7M8o2ugRLGxGXibht+AFZmDm3VStLQRL4xnbEXvyy39mcqtEafKlh7KxJWqxzzWyspoIunAaMyYLUh7pddOCwLIXddgCJlkqIkPot3MwI595hrXi2cpWDYJHhP7nPqDtIVAarwrlZ4JCg6PgXH0pAaXd4w7FBhrDBrMPRwUoJcaKwHoQHN5l2L8Nc5lpCX9nWGaWn1OxTkYezu97Rho8XspTxNZ0vQnsgH8FsPa43GxzkNlahIDw6lOxINxckrUY1ZRfLy9rtcAW4/9+70ihSuVjIfHMZ1WdGOG67z9/r+PWWV5FeWegOyP/JE/or/6V/+qfuInfkInJyf6ju/4Dr3//e/Xxz/+8Xup5nUrG6XJw3oggwdA44gdqWFuVuXG0hPlx5iQMDFQPhbomnZPfpgcZGUnaWeT73SV94Z5TAm9hnUS+e5rSoDplGScfARmqKSc5rMUp5gZgNEmzzDj+VFYuJ6UsFIGB4AMauNI4RElTZbd/rGdsTcqU8U9Ag5AbTe5TnPcij1aF7Pd8+pYmG6F+3hcKntee0r0MgpirnJxYNhg+W5pyVVqL/SYP3m5ONPHAzPkwhfPb2piTNwcT6mhBjdTFY+ymU8zJcjDMdsoQf72925PO+n3PudSaRgs5ukzKCvk+1B1+vzE3k9V0n1OubnXQ2zZE5f87xgboY6ufcbcEBNijrkP8+bxGfeWUMieWeh4v27aAn3n7cEzmKoEawdp2uhy6Z5Qw7ZuKWnoPeo5tHpgQ+hH9HCgB+ehLi/etzYmReF3beMfvVXea9455dKuJYsxXkMbqatn7wO7xnMN2so9Adm/+Tf/Ru95z3skScfHx/pX/+pf6V//6399L1W8ruVQ0vuVBwPr7XPN+6IBLwYpKsSusrclu8YXIyB5KW1356/Xu4kS2w22yoJ4rkR/3VICzAvlGM1DSjTdkRqg6KYU7INraU/ReC/vgaJEYLg4Sdl4t+7kswZvK4MzabwjlWcb4m0dS/pC5QWGUHv/B30Vz9UaNvGt9SqNh5RT8TlQl8Ln8f/lMnmJ57Py+V8vKWd9njXtgbK9Ya9ryiA2ljTsJ89vMMi0qh9RFIuDxHKZYnEXJwmj2H82bLzL7QbioaTRJtGFg0Vp1iI0rDbjY7srabiUhoEGnE+T17mYldmA07MG6DfZW+LlHpSDvZc4hyjIaKF7WSvHDPtKcnJDZSZfzSu6DPV1VSYDABYOBpRIB5r9U2xb8P455cdwRg/HwcyVu5S9SrwTpgzActClxNgbAC2lNeYMDdeQ+EVbL5prpaxTJnaNA7S3kbq8H54AwmcAfSyRlQDcmI9oXKzD+8peC+1mhXMtuUg1ipO5YI5q1HQE6Vq5JyADxLx88zd/871U8bqWrhJFdLnR9nELTAJAcqH8uQslcSaEhYBpT9oeNUTZbKT1pgnM2r4VPAh0tWdPde0ejypTBU7bAS48Cbc3SIpV5wmsOPNv+6j3dQ7yEwc5n5WnTGBJnyhn4mEtoqyGsnMZD3dT3Lexq2YcPIblG283m9TO8zvZ6+AxGKRmE+OoxeBYIIvm/4mSYbGnrAjHSuBLzI33fUn7Rq+OG/DHS3RKs/AUt5OaExmY41rZbKT1Wfl/7axAL/FsP/8t44fHtFykv7fJFL0mq3SWM+FQSDEuAbhgvfO/g4y0m8HHZ65UuuE6pwGl7CHVPJ9tv1XSb3zm93IvrBgzlYAmlbRmbXpcjlDuTmttwmdLlcqZ7+ZWj2fUOdjiRYyVwwhRuZ6qDEk4LUchjhTH3vvNWPg4QQ3HEgE7zj3XRLo2Ggh+H6/TjZIzlTLYVTk/GAiAWbzOmRL3QuO818o9AdmbrawkfW6R/2dQUdhunSKknu0DDbmnfPK6H2G0XiVgmZ/n+MyJcmyJ7EgoSSi5m8onTxwpHZvEE4Nrp7qTLbiYSqevanvIKABQy6aKVFtHmTo60u7pBfSZhJTjJgmDRAw/ZLY/aChZl8J1YtGcJpudZ6/w7LZ0Z5M3RJ8o01QXykLsFqnTUjdVXwC+2LceRjcpe87F4/levtGW5JeCHvTMhW6zeJoVtH1II2Y+CLxI9ODsotyfRuxxNdf2YY3rpWX6tQAjxQHClQF/u1IiSQLvel9lksRFeBF7RW6gWx0YpBJgPJEBJRrBMCod74OH9zDkIvvRliSAIo30Uw1UvC5vhyvo2M+olBk3tgI4HecZsPy2sS23nyHDZPnRD9YocxY3BXtCmVSCI6IZx8THry3kUPNiGauOSiDxJBr3eB1INlaX6x43ZqJ68PgmlDD9Glq9DnoAfs0oiOWez1p8M5WHOh39OaXBgSojS+1QloQxLmmv4gDbRSngzsE7H+4WD266C74LLoB2oN3HggyamJLTkgDD9CwBwumd8pEkn1Z+xheJII8oxYYeVabcSAABlP2xHL6nKe692j6zEE/rsu5tXDZjxsZjkjBQoCfK2YS8nzTjCVVyrHJz+A3lZJb9w+Z0i4laH+nibaF9nD5OKnp8im98WOC2Tgc3VlYtucI4No95zZoMwflF2usGLXi+qT9N4NzeUSZOfdUUlQONW+lti7pGq0UKkOtc6dfqiRZ89HrcI3IwcNDCAIl9cYNmaNdS+J0nHPA996zFyGh7pEQj9eaUnmcVYix6Jt06XAeD0FW599TByseK+D2gBkUX6V7AKmYYOsA5aKztWk9miRmfG5UUakfZ2PF+O+XqY+31OQj7PTcqDajIgMXUf49zYmf+5ufzrMU3U+krbYhmMBz90T09SZ1Fo8wsNqJGaTNRBLuh5aAkqZt9FgdK8S0X4G0WXyVWI6X7nN6Sbn1WxeGnntiAcnAFgkt/vbkHzieB+yPlrK+1Ev25udT2vDqOmMJbgaqUcqLB1htsklVmDaBe3CkTAYhlnSgLviskT3O+pgRMb1dWNnhTAP2e8gbxsZJ3RTxwS731ylhXv58NEqc8nR4kDuePsd/W16SoQ+WtlioyJT0BAzB3II+UYTzKarXJShNcnCgrJxT3gcrsNBa+x6SQAQcmlG8ED6nuAfnLvVr3wGreU6R63EuMmYxu3EX6mIJij3E9b5d7ezUw95jfVZ5LpOy8uNfLvYkZR6o7UrQH1k+SUekPc+meJvdiDs9s3D3hIdpQcSy8/yP7PcVT2F0HopuinDBW6DLmZlW51mngGMtb2XU+3hu7hvGZNr+NeqKnLDMkmrWV+xrIBpKetP9jOi5Cp420OS8XnvPoCDEK2i29jnKyxDWVj0nZO05xmdGkBApiWf64kjOj3V5VPrvsQhlwAah95ZMvAE0P2kO7xAU+6Dfxwible7WQLgKASZkC8/1l2z1bm+xdkUDyivKZia8oP8ZhX/n5XjeVH1BJlifUyzajbajiwY1SmXhBOvt6ncZtMS29SvbI+Sn2xMDi2X14nluw2zQp/eZN8YwwDls2NnGrmN3rRia8RJmLcaVIG2JhexDfaZy217pyTaSSUNBtMSm3uD0oHxVrX6Wl3wYMkfpzMHPF6HE8p/QAhEh3RhDFMGCNoBCHles9RsMr0pS8+HykDPi02+WAsfMMy5Wytz2138mux3DwhIhTlUDq9JoDmRdAKtLxfRs7qEQyCAEy4qzuxTGfTuM7negJNG5skPnra8XHxwkN9CnJSe7F+xxhPFzo6nJfAxneyuQwex0oaB5iCHi81LxeUVLQC2n7IMbryhTX25QV8Hahd3eV5eUmKUL2Z603pbXq1AZ7ds6UQQxAO1P2bo6VAWJfCRiuS7rWT7GseDoGngkeB4qa5zyd3ZZOTnc9zXOVSRiuqN3SxqoiqUXKR3xJ5XaHmLVOgsbBMFOrkfL00+a3WwYaLxFPkUerkK25XKa41HoVLEdoxH6mEnlC7TZxpdFEm8v02ahJcDlovLD5rLnfplS6pEs7NYgH75Shx6WcgoGCwisrZCu8BsrWMhauVAdIj/244nVAce+BeK4DNKAXvWu36vFaYqKDU4UxcB+pSAoeAFY4sghYO/g79edZfbxfqtyHRmHdEavxbQKAnzMfJEVx3b6ycic+NrU6Mcwea+pgfZ8qP9JHykDVsbqQK9+pMQ9jiaw4nerKHhk5VPlcMe5xS5lOxOgmTudxsjOrj/mF0XLDg7VP+ORa0yfaD5jPlFmIazYnc5VbOabKzsGhcg7Di2ov93WM7PFOR9+vugKR8iJyPpjJYaJd6R6pfJQJlJc/mNKPUeLAVPdgbiuDFdSkp9t6YBchRdF5EgSxg8IV7ydF3R9o59EktA3KbDFNnsZUeU8bbXxVpWcImPaU99BFryoqXhaae1zuOW6VXTAC2LRN+3dArZP7tZ3HELvzpwx7jIzH2fCgTJQpL1fwMStNKikt5mXbBrVTaZ4f4p+t7d3b4dRLpGvcMwFcPGjuXlIED7fOY2zX7+uJRDVaO4IQnot7bMRbhva/y2ukABlDirc3jgntiu1x2m9pdTmoOp3KPPrntDOyHF4ANV97qowN1zp4M4/Rc46xRZdH7xdy2Qsvxs/l1Y0IjIwYK+Q630KAB+rywjgyNiOV2akeZ3TZG6g0Ttw4do+zq3qGrayu//pWjZFtlCgvAATLAKWMNUk8hphSDDwzIR77hwqYzqTNbJf7dYt9pmxx3LHXXNkquqnMyTtQ7CkLDkdNQYttFXUTe5mhpGdlID8uiEjfuHLFCqatJ8qPV+k1dQLwZF8RjztQ3lKwtc6buKADkVTGmEgmadv8K+2CHQ/kjN9vT9NoJrAnqbvU9lEfa+JsjVnstHGk6nwMnZaL7wqfuWLwayheN4qs5tmd2cvnB4MM8MDj8L/dYwLo3DOKNLQrLqf7okKd28vHDLpNVm8EDRTXNu6pvJ5kv6VfMS6k5ruFskfk1G2cS7wajydTH/12UGeOfewwGLt2vVTSmDGrEG8kerVDpfUd6VSXN6eaI6080653Cij4GPEbPGyp3FY0tr5QN3KDLty3fkslSKGP9lSCfUwAGirnEDDnE2X94+CN7iPWiIHtMnVVua+BTCoDoktlL2OpNKgPKWX2HSlnyQEi7m3haS2m6XSOM+XnS72ilEH4inJG3lR5gphAhH6/uY/z9Hy3pzwpMTZASjmxpNqj1GfnKStuoQyYLzevzyrHsm4rKUypTLKIQDRRSsqIClvKiR137Ld4rgjleCXtr9I+tLGl7/eH2nm2FH0hwQKakEfErxYl+DrQxLRrlCZeHyf6D0epLV3Tnn4SRhEXXJVGydReUIaeqebxABSXG0Bj+z9SbyOVXqAru5ndM2Y3ehIS7YnKk3lkjlBUtAdlRLv2bBzdK3LQQAFFYPO4XPQsUV4nypZ49CZdzjwBhnVDHAbgpF30l9+7UUYcBgCgD/TPQcNBxWNPzsL0VSpslPWhku7gOilTn7eVDT/6c2T9caoOD81B3YHHWRQUPcYL9CAxulPrO8DmmZGMG+18tflsX/kxSvtW71L5Qb8DZZlCbwyV5YIQTU/5DE3i+swf/bijDPToEJwDZP2qcl9Ti8edjv6ishXigi6VlIcHIikxGB9jDljPeHy3lMGNLBv44IeUT524rqxQnE70dsTgcRsF5LSpe1d8j6L1ONgd5fiNe1jHyvHAa8rHb6H08A5ZNP3wt3uy4JPTmgrjWXgxgRYttgaYJ0eJWwB4kCNA5BmG680ujQdYUNo8LEqblexUXFTqUNWevh0BDwPGaR0AhZe3g354/CTGK7i3U3EAvvfXg+pO/7pHEj0j/30cF6fNaGOMB0fqz0E/JmA4/ejAF+NDNbClOCPB+DsbEWOL9ANvAFCJbXSPrkb3egigb9fTZvc0PZHD2x2pUwDb2+qeeoxpE3tDTpBB+su9OyqBGS/OjSxeMTHGE9489OGetq8zDHvkiz4jo7SNcfSY5b9+q1KLK+XjqNxTcMuKwY4C79Tg1N5j8JmB3ygNOFYH1teecjbjsTIF5wDmwtyx+rxNHgiOngEWpys13lEynvhwrHwIKYuP4OqRylP6GTNXtNvAb1/bY6naQIdnUm1BZV3GsChOC24upc5G6jQroNeXNiE+1rfYH8U9Kk7IXzbxwMUiKwRXuuvwinGGWokAJ+0uJKzieVMv9PKZ8jPxoucUKa3oybvBgDLf125szg0YlxEHWYDtwtrgnqzHNz0GGmMzTqexljxBpEaVOeADJoyTU10eg4mULW2LoEZxWhOFWTNCHMycrgMcIp3H31tvv7mfG0pSXvusG8bTDaYYuoh6wK+juAEo5a0Bbsy40dJRfnq067KlXQOdSgajG2jIEEY/YIY36+sGzyvG8d2z5zo33jzOyJokMcRZjKvKfQ1kuMyfUQK0oUoKzWk0kJ/fMbC4yE7Nvap8TuGx8tNPH1U+rWNPpQvvwojiQbAihSjtxmHccnQFwecrZTf9tnIyCfHAsTL1AaAeWhudYvJ7S1n4cf+3ymQlTU6b1zCfFj8YN49jmSg9TLKXswW9xL1qPPCSrQmredq3tpyreL7jNrV+UCaGdJvP+Hs4SfG54SiBHCdsLKbSYrPrsXp86lyZqnPLPNKWHnOKVndHOY6wp+Ttcg88YoDtlrKyjMH3icpYbpQt5svTq49VxkDcIq95b7xQxjEY76DqiQ4oG2c2hsqU3cbqcobBKSPGGKC4UAk4HqeUMgBA+WFwRU+A4n1A1qXsrbhyp35AcNN8d6LMaEDfYggiE/SVvr2ibKzQXqftPQZFe/DSohFDDMo9SwCIeg/se4zbtV1zo7kPcu9UtHvePi7U4x52dABW9rrdXINHhdHuoLZqxgZQg048sGuWyuuCa64q9zWQTST9CZV0VwxyTpVT7omf3VYOsEcLaKyUgt9RKXAkgFxo1+Jya9vdeacmAKOYMIJCJVnkRFkJOq2IVeRUhKzfss+dLtnXrrc4kTQxb4tzCXnYZjzjUVJx+sd8mp4Pxn40Kf+OzeD9Ud4SwWkaw0l6EKWk7ZYBsg23D4l0L2ve7Cdb7SZr+Lh4iYkXPvZSpll9/nxBn6r0gPF61YwzCqrmyTDnULVz5cfDu4fgVDEg+5JKeXIax6npmqdEwVhzr8tBivUA8EW6cKYSXNXU5bFKp0sdZGvZn1KZoIHyZBxiUowDrlO2t1SClVNhka53cHajDM/GGRDiZBi/yEmkit2zRlHTJ17I4rmyt+EZpf7u4BipyqF9JmXQWSqDEQljrg88loyhQ38AKY8NSiXV6uuLNeUg7KyR959YffQ23TCJ4L2nLMtc94quLvc1kCEQTik5Z+/BxhOlwSJh447yo6LGyhue8WiIcbnVtEO9aTd+JGW33umgSHlgKRPbOlW5URoPwmNcJFhET9MV30F4OdWJV+Wn2fcHeUO3n1cYkyXiU6SXC21PxojZiOtVes2Zp7ukJMXUevbDzc6TZ+UKIyo7FnnMznRvwZq2Ey9x44J6PYHAvRippAmZg0jRIQvEoMbKxoXLgHtOLrPcB4VM/VHm3GvCeOIaN3g8OSPG3px+Y1wAualKcKBu99w85lejJOn/ntWNInTl6mBao0tpD8kF9B3PqgZkHhd05oTx8wxFfkthnjzhA9nxNs9VzmkEaFfm/u4y6dSf08zMaY2qRM66LXX62Ht7aVNcktHAcvrSvW/vK9fGsXGg9MStjvK8OJhtVLa9Vu5rIFtJ+k1lD8bjWrVg/lg5m3Bf+RxAMpIeVvLG3qZ8FqAnQ4yV0s39GWfrVamUXBl61psLiiduuCJ16x/B7SlnAj2iRG8+Yu27rrzxmPMcyRocjLRzcn2REr+WFusEGpycwcn3Xsd4opxm5qUxCf0wYc4fnJ3VT89wj5ESF5WDTUzCcU8Mj+ZcJTV0qpLSYrFFZQAARHrXPQ/oa1+QTldG+s3fUZgoI4/ptAXzUdaeYMJ9htoFTag0D7DDILin5ErJgSN6H1GWXSad+QAwMK6gsV3BRsVF2xX67sq+p3Juz+zl84mR6h55LSEJcB8rP2PvQHlupZI6I15zqOxxEiZw70va9Txps3v4AHc0qDwGtWj657EoxuxAu3SpU5T72t3m4DowMkbcE5qVcTsMbYrA52syZt26J7dWacS7kYhsnVkfWSN3sXXvbyDrKin0A2V67rbySR6nSoO5pxzjeptyCi2WZVQOMTFDyguos0qvGGfCAo/xFaiIc+Vnbt1q2rZsfkMCxjWlsyNJFHFLHOrBA8wj5ZP7J/sZyDhjcfv8MCK5br5JWULnJRgtlwl8PKa1WiYA9KOh4qHEPGy015fGjee33E+nkswuElU4PU0nZ+D1oKROmhfziGHioOdKihK9Xs/IcqvbF6cvNI8fOOjEIap51k63RO8lJnZ40g+ywz3xpJ3mqXlrjJMnRoxUnrzB3/t23xqgtmVKRgrXaUGPL3qM5SXtZvTFZCcHNGKBfCZlRU/8ZU9pTdA+B133ll2BOuXF+Lkn7d6MAwVg4EkOGD4sHYDCwYD59+thQtyDoS2MqbQLgowv4Oex1QjMPo/uLaPLiIejw2LSiRtVtMWTbgDAqxKj6D999PXkv3OwdjYFz5q295WYqLbyhgGy6XSqb/iGb9Av//Iv68u//Mv18z//89vvTk5O9JGPfES/8Ru/oePjY33sYx/Tk08+edc655J+VdltRcEdKwkeQjNRc9RT835kLxbWWHlfGdlzUF7b2M2qzMqKCzxSUUwsim/Q3LOnZAHhJR6G9l1TecrIRAmo/OGWeEs8woSHcDq4dLvJC9uwwivFny/mD8F0anF7YshcxSNLVosym8s9Je+/tGvpOY0ULW887GjRSrvJFgr3cMrQaZJIl9QWuL+wEj0GGRUYr+ixucdA3dFb4z4x7kV/ahZvjJdSaMeJdhW2U1Yj+8yD/7yw8Mcq59QTSqD8iAXhzTGnXHumklVgDDDCHHwBvDgODtjEfa4C3dqrFpc+U/ZonB72NjhIDOx7twkxRGhrTTalXZmMcS33Xubh5fEtr5frfVnTnhrV6zFTN9YBOwCsH35bK25ExT66BxdB0D00qG1f228KIOv3+/re7/1enZ+f66Mf/Wjx3T/6R/9IX/qlX6qf/umf1s/+7M/qO77jO/Tss8/etc65pP9VaSKOtet1sSida2aCdoLE3SYpYZCTHyTlw2YHUudCWi/SJJ0reX94WZ9Tir+dKwdmsbQPlcDyEUnvVGkxIXjucR0oPZLl4Fo6p3D/mrR3mLys8b7SE4trLoSZP5t5zgxkw/Fy0VCKmxz3Kk7LMFdk55puBvf5+e6G3RP7G4sdi62rXSvQiwMEC5OxYWHE+EMtucAzQllIPbu2q1KJsLCiJ8X81BSCs6vuqTk96MAG3YTMobih2vzlChPLOY5PjFPgoWDNn9l9PQYUWQdPKvC4r1vsrmS4jiQDMuei90y/PQGCNnhyCOPB+vBEJNrQVzkvtPNQeV5dOS7CPSNFSRz6RBkEb6mkncf2iksM4GNd48n5mEX60I0j5rNGyUWDifF1D5g5dSPKwdw9UNd1NRnu27uDlxtANdrPjQv/na85j6nxG8bCx4B5QX6uKm8YIBsMBvrar/1a/cIv/MLOdz/1Uz+ln/mZn5EkffCDH9Rf+St/Ra+88opu3rx5ZZ0TSf+TsiAgYNeUT2K/Lulwv3lOV0O3QYXxPC4y5C5OpFsvl8dMIfS+qKVdl7mnJNh9NRSk0oIjjvWQtelQ0tFw9zBd2oZnFZMupARGy4XKU+O7ZSxMSn0DjP2w48VcWk1VPj9LWSF6ppbHGhHgmqW5Ud76gJBjvUNB+f9R6UQlHT07H/e42CIl7Iu21lYUgFu9rlRILJB2vamJ/e9A5wAd45417+C2kgHEPTxrDU/FKWReUam4B+oAgpcbKS2U422V8ZhICUYlXaPQY0zF7+letNN9UMlQSxgaPqdu/GEAOkUZvU3mf69pn3uyKPZ9pXUICKBA7zRjcaKcWLVWpreRPd+L6QrevWqfM9rbsXop7iHDBiH30JRd5YfgKozhTLsJJd5fl+kY10VWpF3D3tcMf9NG5I8+SSWz4fPA/FCPy+fMxnKgnFhHEtD/qfbyhgGyq8oLL7ygd7zjHdv/n3jiCb3wwgs7QPb000/r6aef3v6/UQIy5+GHksZ9FQ9mZB/S5SYpbz94lkw8Dtl1T+NE+TSP28rJIViSpLQ/pNIyY6IQ7n1e3bQPa3Kg4uGRw0nyBB3IdnaBWmJFPNnCnynGUU8e72o7BSPGFFgMi/C9exeAztzeF/abZW5qsQmVLqjp1liZ7+czL66k48sD5yyCqdXjVIoDm8/NyPoSLWT3aDb22VQluEXKjqSLaKH6eDNuMTi+aT7HgKql0furBtqeAAC1DjjPmrbN7LNIBcZ4C0rZATwCCmJ6oKyUvb+x75GWpz0+NlOVKd0xtoVhASi4p+vGxZ7K7S/IIRTlSpnCdiqbNjE/FOYSMEFGap6MZx567LxG/UZalbWAETlSjmM5he90vceI4ysabTUDsRbrAqSihwab5HRkbQy8X6xzDH0192F+93V1eV2B7AMf+IB+53d+Z+fzP/2n/7T+/t//+7/n+p966ik99dRT2///QLejL3t7ot3GeyoebUIaN09ent5OHtf5qjwlw5W2K0fibiwQrIt5cx00yHUlyvCGkrd1oPSk48lBjmURs5JUPKlZSh7X2ohuNhZ352XaenG6+7pJxJimJIr5NHlW0zNpuiit46sE1xMh+H9lL18ExELc4kcB4OE4X+8UUly4kdrw732ReFsdbFA2U+VYTfSmpF1rv7Ygx3a905s1peBJHnjirqxQYDHJouYdxj08rkzdc3WqzJV57I+3wwFurBK4HbyZV+bWxzdSbXvWH+Y2xr2g4zDqXOHW5nOm3QQSB7VT+z2e/tDqd6DHk4OiPLDrpGxYuDzywljBa2TtuDw4jYuR6/PnhpZsbPBu8aghWAAo2o3n6ddwnYM58TlfrzGrkHGn3W6s+lxH49Q9d58Hp4cZf9pKYY6dxna5iKEc+uaG01XldQWy//yf//Pv6ndPPPGEnn/+eX3hF36hpOShPf7443f9XaeTwOnOSxkMeCYVTxKWtH3Y5LTxuO4oUTsvSnpB0qeVuPNLlWnuN5u/v0BlFlCk29zaknJ8qdeXRnsprjU2WrNnkspjSKA4Z6cpfX3eANTsPIHVclYGfhHcCEi1JAEUvy9U3qF54oJwysmV8rESeHvsgPfogfj9WUAeV2GReEB/X7u0mlNOUgm4EdhQiq4g6VuMU+1rd7H5HEevsK1P0EeXKj0jB4FIkSE7eO3MH326UGk8uNd8R7vKhTGq9QuPwEvcFEt/oJmJydCmV63vTre51+S05KGy8h6o9KJRyIdK64v5BCxoQ60dUH94Q54t6VQfbbihfCQb7ZGywu7a+B3YOEWalnXi4AZNea7sSZ8qywPtf8XG3KlqlzdfAxGI3UNzg29kn1E2zf+1bMOrMgi94HXSL6deGZszlTExl/1owLrh5QYfsuGJem3lTUEtfuhDH9KP/MiP6Ad+4Af0sz/7s/qiL/oiPfTQQ3f9XaebPJ9eT5rP0utsI12spJNZSQueNb/xwVs3/z+k/NhvFICUlRN8rtODTltyIC6PH3Gvq9tNtN7pXLq81WQINvu5pDKp4qpzBF2BRsuJv5f2Dth58NmFG7CI1lzbAiC+APh4MoHz6u5xYXEyljExIvL4KAmC8ptQvy8G9zxk991v5sq9Sfeo6C/3OVdpnaM88GS4h4NFBGuPu9Wy/U6UgaMt4B490UtlK9XbNld5X49PnWg3gcNf0TJ2ENhXqeiiAUQfnS7kuvPms1eVFRdj6FRgje6N1CiGTJuXAJggk07LYiihcD326GPimZKASY0ZwODg95EyrbEXka1wmlLWTykbWW0UZaRPaVf0wJnTKEchbF7EIZ1eRaacmcK4AKzdsIpzELN5fVw6ylmiricilRpZmFjeUKfff9mXfZk+85nP6PT0VA899JD+wT/4B/qLf/Ev6s6dO/rIRz6iT37ykzo8PNTHPvYx/aE/9IfuWt8XdDr6vytbPm4dvax0buKnlTyv20qDhZVG4gUp+JHWYiHuKR+seyhp7zjHuDgZwylNCo8r4QSM+LiS9Tp97s8du9yU3HctTuUUlysajz04TVqzkPjbee5ajMrBJy5S9+SgFH0x1WIpLFS/F7+nzjPtpuDPtMvZe/wmxqqcynMKL8ZoHEg9c82zspzWqcXcfKwcpOOcAKiu0Lxej7FFwKEfK5UKBnmYqVSITvMAgLHeeG/3aLgn4+YUlG8ncYWNPHhsKSYCjMM9Iu0c2+dz6HHauKUDEDvTrmy6cu4qe4J4rUOVrAJAvGfXjOw6V/JuyEk5K9ZpyjPtUvyMk8fk3JhzGYnj50aXG3a+Fnw+WdvOIPl6pO2uU9Z2LePsdC/yTTtps/fJjcdafNs9dMoXXHH6/RsKyD7f5Xqnoz+qlP4Or+8LRspCBR2h5prrSmn6jyofCnxdDQXRzSdkeBr+emVe0qZc3L4o2Y/mp8bHJ0xvqcSLMq4FHebUH/fxTbSD8HcUTGk3U4+X044ORN1Kvfztrr9nWTG2GBHnKsGImKLHU6KCAHxQFJFeu7BxcbpJ2qVjnJqsAYJUWvse93OwjkZBpFpj3I1xIijvCQ7urbmH4XSkU07Qg/TF6UH6EWNOKPMY53EQ9Xt6bMIV4r6NJWMIexETARxo5qrP/SL8FkDx+/M+sBeK2WlZjCD31Dx+2LPv58oHbN9p/p7Z2Pk68XXlRh5tRL4ObVwc2NxDc7BgjpBlxmeqXc/H429c06b4owEQjRKPvSFDMBjIJ2PGnNMnqWQYmC/3UBlfjyW6ceFGDnoX4HdDKMrn29+qQHbY6ei9St7XHaUBwet6WKXXFRcsyiLSHtH9HUrbpyBzIG4tLV7S9gGOnD24fXDkqkwUcACMVknM1KtZNICP/+8FgWVh8j/F63OrlYQNqKRI5Ui7ljRKwdvlAuqWuntA7jVE2id6BtGr8iC298PTi2lrjPPVgs6RGokUrnsDvmhrcaJRqJ+xcQ83jj1/uxftlrPLLJ5n9Gzi/L5WepC/vT8YB67kUHQ+5x60j1l1nsQSPeAY343ZrdFTdI8NOYnGj68l3yricoNyjXSfL2UUrbcHT84BNsYgAULGw8eIF7R2NCyjPHiYgHXkYFAbNzcSXHbcgByrNPBYH85AuZ6sFTemnB2IYxZpavfUok7b1vFWfR7ZpfLxUwdKg0Qq8MPK5xEeqdyT4ryy02oeL/LPO93Gq+rryudyQRFKiT6UmhiYdqlBn/RYNiqtxBqV4sq1F+okeLu0PvhCoj5fAJEWwwuqLXxvm1uETrmhZEcqPR/iAgg14+0eSVQSzBfxNikvAqcLsQA9VhUpwwg4Q5WLk7aQBMA4MwZxMV5Y/Q46KF5PQPBYkFQqtgiavtBn1kZXUN1Q/6DyGiuth1rsDgXj3jmf3VGZgICXi0J3D8ap2L7N02W4lxtLMVbqhsmlyiQa97roD+1hXF2umQvmAa/umkpgd2CIIONxno3yWYhSBnzGxQ1il6UYN0bmaJfH2Si1jFbk2w24GrPiMsPagiZkXhgLPHz37D2mGL1gihtvTssyBxSPx3mWqtOoDsprXb2P7L73yP68ElgBVCyoWkAeCtBjX4fN+8G1lMSx3TTdy3vP2KflWYTzWWlhotxHkkbDVMd4T9ujo4ifbUJ9bEh2SsZddqmMDTkQt8UREH7qPVV5mK6Dkgdaoyfk3DiABr3ngWzGNSYYOG1Yow6dBkOhQhn6PO2pTGNmgcWF6PNN/9sC1dwjgk/Ny/EFF2kRlIgbQL6IUXTR+68FvBkbj0nWaE/GahPuxz2hkw5Ubs5ljCgOqAuVjxOqGQSMGf1y+tGp6Oi1OLXrVrqPnXsYUHFQg6cq6TjawX2g/ABZ7rNWmU1JPJy2QOm5XMQsXE8iYX0yNi5HTs3Gfvt2BYCVcfPkHh8Lz+SLwIb8uWfj+g7Zd7mvzXs08PgMmYo0sxt7zDOy7bQkbcMYRPZ7yob2hbLRwJz+0luZWvyTytYRgw5AMQGupPrS9gT7mKLvGYQczdTpanueIR5ZTOq4bBI7iKFBJwIorvCkrCRjXMszsJz6QcHXkj88USEmbEQL3ONBHpOL1IW0S7HW6qRtMf5RA95IiTnt5n3F8nTaza03twCjF1Jrq8cIa9Z/pKNi/Mu9zUipeZKHW/PR83VL1akfT2zgM6eBna51OYgeFOMU++GULa9ICUt15Y1n5gYL94nxOVe80TDwV4xZRjrSaWdX7HgkgAnGmOye0TjwMY1/O02LoUWJVF1kQ5yqZC25oeyUfswahOVx2nRsf/u8OC0p7cpdW7agt9vHD/mnvZehXq+LOhyg8eJYu8ipG5yAeN/q9HXrsXf64mGB//xWpRYHSmcXujcAgEE/jCWNuskz6g/UevyTp8BDE0ranvTeba6/3EhrAzzfB7Y9aWNTxoiwiqLy9BLjZZF+8gC30w0ofl+A/orxCF+M3kZPbnBPsKYoWGAsvnjPS6sHq9dpyJgg4d+NrH1O5bkxsFaZhdUGPg5uLDYH4BizlP0NqMZYldORJEJQanFHBx8fW4rHU2oBfMYbGR/paoDjHozXuUpQ8xheVPB9leB3aOMwD/dyo4M5x9peKG936dg9qBcgoV0O3D4efHeo7A27AeZ0rMuerM61Mp3N2AMgTpfG2GacH28nbcX7iPLpxozs3b1NT6JA7qNB5uuttv5oH79x4HDvpbbma96cMxr0A0P3QqXn7f1iLeCh4W26seIJU/TXx/pu3tZ9DWR7kv5n5Wdx8SwtScXJHoupdD6TlrOsBEeSJv30O1LqJ/u5Ds5i3GzS76EBz26nF657pKpcKbBgr6tU6hfKVN+rypspERopL3roEwSAgjD3lQXtdlMnWVoXKq2rCCKe3IJgeezNacWudhWeC2Wk+CJFFmNWXg9KzS0+lDffTVQuMldgU+tHzQNwitMVnIPNPLyw+p1Si54GMTDuw1hIpXJAiaJAojUPTRj3EjH3NdpzZH/7mLvH7cYAMR7fxhBpQWQEOheK8tjuEcEjegbR44/UazQsMDwPrZ8+dmraB7viFJbT5g4OnlLOmEfPSdr1KA7s5QkR3hYH5WNlmWJsYlJDHB+AbKYS1KTSa2lL6Ona/+79cl2kaH3tHyrvH2OeSCyhOLPgBjjzGL1M2fggDyNlVuxQad664RpidsxprV4v9zW1+M5OR/+P5m+U40DSaF/FWYaDkbablZ0WlLRzVuFimhI1lsuchbj9bTPaeGzsCUMo3Vok1oUgSLsp7e7SIzzuKcTEC8DTOX335NoyHl0ArtqU6JZj7VXLDPM+eX1uZcfFHGkb5+Vr3lRtSwF1uVdCn2P7Ij0SLXCvG6UbkyOcovX71WjDOK6xxD7EBA8f4wj6boQ4zRPpLB8XXrH+2ry6goxj556iVM/EjC+MIagt+hsNmrHdZ1+7J1/ETFFAL8ayPJnDPaKaVxITjpx9cGMFQ9Jlxj2lmPzg93SPP2avLsLLx8aLe6myvx3Y3HjGyHFvyA2yNgo+enLEThkv6Fz3Ai+Vx5yY9FrZ8HM6Oa6FrvL47kv67bcqtdiVdDzMNGGvr+1jWIajHNOSknfFBmQvxMVImd8+g6yhCTlk1xdmzSqNC8UpRaeufFG6perNiqnsZOMBZghOpFOo38dH2lVWa5Wxpqh4WRgRIDehLkAKEPY6PQXaMyfh1iNAqhk7pzOdNhyoVB41heFeli9MLNC5drP9Ini6Z+d9dw9zruwJR2qLfl5lMPA3iscz1bwuHxv6tLD6Y12RkuwpW7zIms+jj5uPFzLs3huABoXk96D4/y47MQ5aU+AYfhiCDmTUx1g4wLo37MA+tj65rHo7YszUWQinla+Kl/bsu1G41il4xoJSo/prmYkuB/x+HeqoGSGRhUAv+Lz17b2vXT3i+oM2Qpt6e6Dsj5V13jz8xuNi3m/WYqTpY7mvgazXlx77Qm0PDCb2hbe0mEvzc20fWTI7T/ErqbEq+soPqmx+P9qXhpv0Gb+frTJld1vp2KsTZevDLUq32lhkLBYoxRNlSvFM2dKpBcpduUJ5sAg9gcGtubZEA9n3a/vMqQpX6Lj8zslv7OWCykKseRQOTO411ATbkwdiRl5coA5Knjzi9IjHAWc23g46TuVB0wztO9rcU467uhftMSRPWAAk3DskluHjwXjTfoyDCDZxnN04clBzWhpZGtnYxgShmOThtCeKnfv0rN6JSnoyKniplCunQYnfQYF7wtFp84p0ZPQioKj2VT72hbmMhg19YLylEridEvU4EgyLtGs8uLEGaDEuxOCYay9cP7LvmHefBx8XXx/MYTSynAIFIDBmCB34uLp372PC94wlBqgzT8jFWPmBwRvlE3rOlb1w1yEre3dD8AvVXu5ravEPjjt65otSliBJGlKiAHv9DE6cfcg5h/4MsumZdHEnc+0nysrOA7Luqq+1mwl0rvLxL8SnpDJbxxW504pOB7rlHCfPgcQpr5oVHxVczGx0q7nt71pmm7Qr9A5E7rVFMGtLZnAQitZqjeK8Cui87khxevZnG3XqbZeNXwS26BW21fta5ibSqTEIHtsWvQsf/7YxH2oXEGJ7YgzR6e4Y56zFasb2znhRahQysRMUN6wD1KDfh/ZGxS6rl/vvWztin6Mn4/3m85gMFWN9tQzCSH8y7p7g4u3xMUcWuvaKsTUPKbgh6kaIxyaZq9r9KD6HHpPz/jG2GC1D+84NaJdjqYwHQ/l7aIVkEnTm4VuVWux0UoLGZtJQg03saksXLhNgrdcplrV9Ptcy/e9WbkxIYHF5bGRu7+7puHdCgoBb2E4TUhD+GiUWBTVSU67ApZI2cmD0BeaxI6kUaregEci42Gu0pL+7oNWUruz3jGONenNPS6EeBwMfn0urM9J6NYrTCwoDheo06squc2UTs/54kajgQBPnJr7cKJlX2l6Lj/A/MhDp1fjqNmNTMx5q8Rb6QuJKBGqPH9J+DD/YgovKmLvngtJ0wwPLf6J2pY3X0xZbvrD2D6xOz5LzMYz9538Utns8kfKLcu5z6dRszAgd2f8uR1GuAIWhEhvjYw54uMHr+sz1VaS+pVLHuQfmRoaXrhLgeJKT06dRP2A47avUc+4Z7yknws0kPa/2ct8DWcxUJFtxdpEoxYsT6eQ0eVxnKs/Pi14GkzFSVhwLpd++rPQ4hleVM8CIQXj2DdlBh8qChUBhKbmARcogWtQAjMeeIgXoXHYtyO9xALcoXQlHYPJYXgQlB/FaPCiCUATYmITisQZXbLUkEoobAt7H2jaH2EYft8jLRy+OhRcp1V5zn9jOWlC75mX6nLjCdmVzFai5wkOhuCKlbveS1y2/j562K1CnDVVpf7wP944eShxrvsNjIWuQhI+JSq8IesrnDwOtlgU6tXsxLzXPPVJ+URZpH32PyTPeH2dJ8ELI/mNde1ucyo5y7l4u3txE5Tw4jU0/u+F7pwExwP237m27UeAes5TX2sbGh6xWzzq8bO43UOmJSuVcYTA7Df6WBbLNRnrp+SYd/kSabnYFTMoKBCGZK4HTbaV41yvN+x2lwe6p3GdCvOSayr01LgivqBRyF7KosFlAbB6sxY/w5KKF5YkjvuCipYfwuEcQs+5o58zGyr0YbxPKyC0vrLlN+H0EIsYvAlz0tBjXs1Bvr6Vep+X6yk8Epi7+jvTsVZa4VAcibyNjyYKMddc8QZ9b7uvxuBo9zDgtVJY2UHMAit6EKzyF+0i7ytDnvlY33g511TI6fTwixbsOvztRTpggc3GiMvU/ZngSY9pXCWysFU/mcBC6Sp66ynLIGNMuBxRV2kNxJsbjtN6WC2WwdfmInr5/FuOSbHuhzbTDZcNjur7m3SiLgAegURfzFg1vB+YYB0We8LQPlLdYDJq67ig9mWStuwPVfQ1ky7n0O7+1G9B3C41sP8/4c4rEryVY2lOe4AvtBsRrGU/R+sd6upunwqKpWbC8yNyLFBX3pA3QKjW+vWN1RQ/FBRQ6zUHCF7wrJakEoxrVglKh1Dw/7scY9yt1SXlxQSFGsI1tkzJlWPMm22KAXh+fQ6XI6msDHtl19NmzOuM7QOzUZmxz7R16iSC8K+dIEV5F99JGHxdvA/N3N5mAYu6EcXHqKsbhfA1hxJyqfvoG8uEyhxJ3wwRlOVHpfWB80i5PVIprNI6NG41QlU7zx98BslLpKbtxGulf7uVeldPPUukpA64xrhVpYqctRyrnhvZ5/Jj2sd64t8eZ3RP3wrXRoPG9eiTARKP4qnJfA9lC0v+hPBDssTpVzjK8o/woh3OlAUYx+UZTXi44roQjDx0tk8iDe3p3BDHay34XAJaJ94WD4KI0vB4sq0hTUmqCTFtYBBOVC6xGQTno0RZe0YNcqVys9KmWKNAGRgCGj1cbaNQWbfRuY6ymjSqtAY2PGQoDKiXGwyKgx7YuK/fxtgLgvUrbakkePh4oAtLGnRpjrpx+9LHz9lwlVwAnY+oUWG2bRNd+Q/t9fqQyq9c3L58338dEEt+r5fXK2uPy6X2OtLvLJN/VYqlO+XZU7i/zJBqplCVkhtRy6vX1xn039nuXH66j/XOVa2hsL89ydvliDF2WnVKNIO6eJOt3oxJgncp3oPUx6ynPK1mMd5QBbU/ZuGY+2sp9D2S/ovJJ0CfKLrsv6D0lajB6FXhXpIwChiiUPSV641jN4cIq3XopW61MGFk4t5QPx2TCoCsnyudCOnDO7DUNv3facGh1evAb4feFKu2C99j+j9SPg5C/2G6AMotxB1ciY6vPaSRXJIy91xkps1psJSp56gewZX/HTaxSSZHW6E231GfaVZZd7RoG3kZvuyr1+7zQnpoX6IX5izHdWtwGMAIMajHCmvcqlX1CQXKvqIDpz0ylwnRvaq/5fey704LHyuANkLEOXY7Zvxe9Th8vPAqnBfkNMk9/aLsbkRvtzp3L7Lxpm5TnBNlH1txA4DqXR0CFdUuykoNWT7sAGXUEczy1NsekFpdX9+Tcw3Xj1dPx2bJB/5lzxpL5mttLKoGT36MXL5TCMLdVPivNjddaua/T7691OvpG1ZVEtISxZlyJxLRkt0hqg+ZeARY0i9bpBSYXy9L5ehca5749bTUunlpiiHtI0RqmtGXORRozZk1FGsdBKHoC0Zup0akOknFOarEhtdTl9UWatkYd1mJJr7U+xs1jD06z1PrsgBS9HadxXF5r8+HltdCflOi5tsVoo8cRremat+z0uo9PZAIi9RiNpLX9XfP0nb6N2YKRbfD+10DZx9/7EpOlojHjcuh119oU47huMNFPXyNxfCKzwX3aQg2ytrpe4D7R29qE7zzWic7yMfB2Ygi4J+aZvC4TkSam3dxLyiDssbjCa32rpt9DLUD1+AJlgAGwGCdzStC9nEgF+u/P7B0qB+8D3herr6e8QRNv5izUgRfhCRv83tOfsUY9/odQoRzgnJ0udWoFMMJycgt+qlJxOaDFWE5H5YJ2UGpbsDXKz61YV+pO40h5jtsAzq9zOsbruhsNGTPGfE5qwLNUCZ5Oma7Dfdx7q3lTEdBi7MJBMFJ7rpDxzvldHANXzNEbVfjeKbaoeFH+/KYG9pGe9jGnuJfO92QIxgQmlzc8Fko0XqRyjHl3maIvMQbnc+R0Wk0nuKEZZdb/5v7QvzFe6GEIT2f3/vFy49cp02jk8jva6swFHu/dAH2jDLI+PnG8+yrBkfo9oWSjPJ/7yvH8c+UM15Wu9sruayBjcF9RovFeVaYVj5Qoi2vN329TnjAWBuByopQ9c6K8iEkJPlSOJe0pPayTeNyF8kbqTysnIbDvg8Ami+VG0ybACGCbNnUAynDI+/b7o6ZfTi84OJPph+Dhtu8rZw15fMHThGOijG+o9LF2T0DKypuF5aDhnhZKSioVsHtE7vm5J1rLgvN4pAN/VLLRynYg4l3Whpid5ws50jDRG/G/va0OBjUa1q3dmIjhYwmtFWM7tfu4F8VYRI8yemV+P+rkN4twD5QSa8K9KNYGVJmsXa6MesqywX1YDz2rnww94im00wHUYzSRlvU+IE9TlYASgZP+MPazyrX7SmsqUvE1ViG2JcaSfYwwqJE5pxYxngFXj8lTfy3+6WPmdC3g6IYl17oBhDx37QWALlUyU0dNmzGaz+w1UA6tHDf1+ib4aAB4ectQizGI656Cf+ZKhYV1adexD8kVsdRuwSDE7i6zgLlP3GvmwunpuX7clFuDY/u9Zym5B+J9d6UaFxVCV1N0sR73uhTqibQhpS3xQdpV6gPVrdGrQON3Q21SYiA9eiybUI8DGu2NFrNbnQBatJIjuEVZqsXwasXv4dllbnUr9N0ND6kESUqkYLnGvSbvQ5unRj+4j1PaTsE5qNXifG1eZ/TyncL1PuHBRIpX2vWmfK3F+qmTvsjqclqwdq2zCPQlzoOPLzLkRpV7if47Ss3bjxR79DSlck25jvD66E80ZhkjH/NoSACu1OM0qBsQUY+++lalFpdKnpQvXCbCQYyMGSyamGnFb90Fx7LEO0HIfC8JoIIl594SqfwEOqEnmWTuD0CxwLBQPACNqz5TadUDitSHcBIsB2Cdt3aL2nfoe5wiZjLGGBGLtUbVtS3WSHt4NmObYqdtDtjRY4vUXE0hOVB4PAJlE5W104VL+61nosY6vXh7fb9hBLboRXnGmVQG7N0AQNZ8LKJiiuDsngF1S/XkGvrQs3dvN/eZWV1RLhkj6FHa4yBNn2AiPIvPvWb3iKKB0Za44l6J/xZmwL1/N9jcAK4ZLR4/j2Des9/UKFvZ95GejYabf9ap/Ib6SWyJhpvTjk5JxnWBjEaa0mWauYNx8j57/JDf1nQMR3O5vK6tnokSo9ZW7nsg+9+UqQKn5aD1yIpy13quBGwnKpW8VC54FjELGasCzwt6ARqEWJ2UBQS3+kSJ/kQx+iZB2nqoRD+quR80H7+/rQxqUgbR2n4bhAMhjinHvNiUjafmwun0AbE1T14BzBBcaBHf6OsLm8WwsDraaEw3NlBaHft+aNdFheRKyseI38UFXaM28bA9LTx659EoGdrn7mEhe9Tlm06Rk0j7xQzGGKh3KszlOgI890cZ1WjI6Im51zhSks9IJ0FFL8JnHuD3UxsYZ491LcP8MC9u1LmMMAfQg7GtrmBjLFLK848Rutd85mxMNPramAs38BYqZYv36NkAQOiVWtzRqVDGQSpjrjE5g+9rMcxIfzNe+9Y+123uocYkFzcgYYo8O5V6CHXcsXuhJw+aOmNiSDS0YrmvqcVBp6OHVaeFuuHF5NeohRh/afPWPIgeg6vRCvHFG3n0mltfo1Fcwbqn5ynrfl+nH0fatZYchF0xePsjDVpbkC74sc62GFHNY4vUYaThonflsYPoWTnFEeuqUazRqvd6KTGWcTdqs0a3xfbGBIk2jzfGCxg75gPvMGbdOv3o8cXY3khtxTGKiRpOx8ekn+ghS7tyTIl0W+0+Ne/UZa8ma4xRzTO5Sun7Opd25cbrjuAY9QCGgusfl9NIgXp7oleFLOMlxt9QPK7qBo+PRbxO9l3UcU6jytpPDDzqMa5hLF3fuWzfjbqVpIsrqMX7Hsgebf6OAliLd/TtMwcJX8TS7gJDAF3AahMagRBrvbb4Y1zMgamWGECpUX7c2xWc055xobpXFBUQ9+9rV1m6wlQYh5goUjMSIqhF77cGPm3zGGNL1BXjazFhpOb5ePKIe6ZXKa/aPNTiVF53zVOr0a8ec7sM13nbo5wwLlGJx1hVVMIR+OO9nJaL1GG02iMgu6KSSrrPxzUadB6bjLJSA+Gr1jC/abtXXCddZQrRwaxNF9ytHYB5NKpldUQa2e/lgOb1xn653nOgikZUvKfHqGX1Ao5ORUp5XcEuxLgX90M/oGega2M8lba/ZdPvpdJKcItZKimvnupJFz7BtWOtUIA1b426onI7USkEDmxuUSMcNWXrFiEcsyeKQNP5xmloSCi/ocrHt5NldqRSASGU5/a6pTKm6B4fdBELYF/5lGvqYhydoiMO0aasiF9ERYWCpJ8sQugNB3wfX6hmp4RqiTXMr8d6nBZzQPfigOBgHo0DBx3q9G0a9Nktaz7zuOc01F3zMpzq8f2NrqRcnpEtade7ijG9hdXBetpXpvMxuFBebqTVPATm1+cbGTq3+9Ro3Ina2Y5o3MVECO8XFOlMJU3vjEabERGNEjfsnLnhN1cBlSdMEFf0670t9M375aARDZNVqIN6PPbvxmtMCgF80B/7yrFNsq+J67MpemS/oV3I76xpS0wsuQqs7muPrNfp6LrKDJ+aVeGWWJtAxkwqaMQanRQ9thpd5paZe1m1M9JoK8qiltDgNGLtSBpXDJ4U4YHsjdXhbYiWtXttd6NgXbnU+Pk27y8qm3v1LGr0IcW9oddCa3riyWWox2kTH68ahcWLfkawjNayU9EuD95OT8rwOY77CiNwxrYP7BWt+TaPyY1EDBJobfdmo7fsRiJjEz0G2TXc342XNnrVx8771FVpsDhdGgGt5lm751/z+l2vxLFyUHFgaZNVaVd/RPox0o01/eb3HNhvYv+iVylrWw34oxcXPdkYynDPyvUN9/O6IuXt437+VqUW+52ObipPcLQ4atRNVHoxpuFWgrSbzeMLLdJeNYGP3LYLpdN3kauOln4ERham991pCxcqT/SQ6oquppzX2gUjX/iuVFDGMRNS2gVZMvlqlBxt8zG9m5KICinGejzuUktwiDSVW+yxnuhJ1uKa3mcf+zaPgbZFhUh9niVZqz96gtFwiZSsewRRdnwdRVlahHtERemeZy2RoRar8jVLcaPTX5G6jbRtLfYSwbDmnUWD1cHPDaJILUrlGvR5q9Gnkcp1OfX3GBdr0zEuK/3wioZpGy0ZWQ/ZPQDHSBFeNp9jDMdtRe4wuK6J+i227ZW3KrWI9bRWuf/LFVrNRR9qd9G60DsV4gLKvaADIyhKmZ7iXjVlcKEszD3ldP495bPHPIPQKSbPuvTU+qtiSCSAuJdEW6KwRWDrKlNUQ+16af4+bNrGBlbfohCBCFD0c9o8E84XlVvgEcR7ynMdQc2tP37jyo+/2VDqyq1WF9Ra9NIcyPnbPV0f95i1yFgyl9FYiX31+qEQ91Rm+cUzCjEePObF7xkHlKOvA6daD6wvyDB0NnU7MHCfSKujkByouJevT+bDjUj3bBhLp4SdtqVfUWl6/7mfe7nU615NpEZ7Vo97OBT0io+tG4e1pC8fE4/PtTFBNaOZezrr4xu8o070trtM3i1mB839anNtDD0MVfaX+qIsDFUC6VXlDeORPfPMM/qe7/kezWYz9Xo9fe/3fq/+3J/7c5Kkk5MTfeQjH9Fv/MZv6Pj4WB/72Mf05JNP3rXObqez8+jw6J15ULXt76JOlYoDoXcXmRJdeBdO6qpRZtF7ktXjC48SLWa/fy0poPY7hd9522PGVY02dOpVKi3ZaKXXrLGYvNJmFda8F1dAbRZ/9KIdkGoUK/V5f72+aB37mLVRRW5AoFB84briWIZX9D5qWbHuXTIGPk9u8bo3j/ETPVYvbTJGYf7pk9+HvY++lcLZCko0mNrG29vjwKHQL99rGWlbB9GaF+71M64KY1fzcGvryxkW93qjDnHZdc8wzjfr2TP/PMRAiQk17sH5WkH+HFT53mWno9JgRo8xlsRbAf1zlQ8rlo1B9Iw9wcRjs2O7/tNvBmrxV3/1V/Xwww/riSee0Kc//Wm9733v06//+q/r4Ycf1t/9u39Xm81GP/ADP6Cf/dmf1T/+x/9Yzz777F3r7HY624fcXUWRSLsT3kZzRIsn1hX//v+3d7WxWZ5l+3ho+f7oJhNMaKcuHbPU8hHIktHNTKPdIoKzWzLcJkGHuomJJoYETczIMn9J/CXOEZkgkkzHYlzcD1wgRta5qZOCitsvCRREPuYoLbTQ9np/lON5jvt4rvsBX6HlodeRNO3zcV/3dZ/XeZ0fx3nedwmlMmL0VuwYnx/HiWV5edfmXUsawQ1FjolFcjrnPJpP6RVXVI2SY518utnVYVTqDPQahjt3z7B8fs7ve3alMtJrVRpEo9E8ecc69WBz05tC3eHQ4VJ3VId8fD1PLEjQmpHTPB4gxGRAOTicZoutnwY1GpB4AJG3vy4ne6VVeV1KU1eq5Xp26/S16xBl58FerLtTa34xe0Oo49DmIXfUhOoHnatmTBrkxPTcM12Xa8zBMoPT6/csToNGZufOpDhl6k6Zn6se1QIYrAZH5pg/fz527NiBlpYWNDU14ZVXXsFtt90GAJgzZw4OHDiAmTNnVhyjplDAdMQNCVA5yrwSJ8YxKkU9GolpHaNSncqzjLzNFItUEXmtc3Ojp9cYMxaxmkFeFhOjIPnaMyzdUDQEhF+vGkU3BjqWd2XpBtM6mDpLNRRaV+M18neM5sqLrpVmAbJOPNZVyPnpE2Ho1FT+vGbP+pV+9A5Qgnqr1JLeC6gUGiNuzdA8ECM8k+HnlDMpcUbWEDnEDFwss6W8NWv3gIuRPOXo7dukpnlODaTUsMbWknVIGnLKL4+F8ABD33dHrobdG0q02ccbVzRI8GxRyyeE12S90YjIy7hrUOo+nY7hzkRSvDou10GzKSDbrawt+So77l198pHawVuqrUbW0dGB3t7eIn3Y1dWFhoaG4uf19fXo6uoqc2SbNm3Cpk2biq+HULrDv1JGoZ2JSmsB5c5Go7kalPPN3gyi2Qg3EBddNxGNNGkZVSidj9YFCFeKmNPVHx1LC8xqYGLZjdMyk1Ae9SloKDzz06xo8NJ4uvGp9LyWmAOqRXbTj0fJ0Q6hPMOI1YA0W9FouFKbv2dtWrfi2LEfGkP+9syHxrZH5Kt1BW2VB0q6w+8qDaXtzDQcKovzyK7hJJQeQO1dZtRbjeJVvy8i27Go9a8aDN9qwr/pqHnOmy/Nm9fP8zCL8gCR8+m1uSiVrHqvrfg0wnQqTj16oHce5Q0OsWYe3/+xTmENtPRc/K1UqBrzPuRn1nSi1FldR890nHKEyCEvA9cGLt7C0wPgJLI1L+qN1jd5HWeRDZjqLv14acCTA+2E7ZXxKmFEHdl9992Ho0ePlr3/wAMP4JlnngEAHD58GF/4whewfft21Nb+d9Nbu3Yt1q5dW3xdKAwvqToIvvaMhQvZj3IjRCUFstETMYhScVuNqxdEafgnopwm4tga+cYKnOrg1MHEqEmO6dmXwrOCGuQ7fZ6bWYHXEj269GOprJrpMYLziD9Ga9E59dt4nlkPoeQ01EnqZtWxNBPV7E83F423OvQYFemZtHdETkJ5dqpz03EYlZ5HnLrVrJzXOw4l4zoV2SYSRuEXZFzWMs4im/Go0Zwq89W1GZBrcoevNSQGk+ciY3uWUYthw+fsAccduHSsZ4p9KM+seJ7zyNYk+TcQb5yo9KPBHlCuO7GOVQ3+tB5EmdIBOcXrTADfI9zJaW2JTs4DWGUoYNcVc7QaGOnjwM6h9HxYr8HqecYh6+i10YbyUBSQfVq/BgHHkY8RdWS7du2q+PmJEydw//33Y+PGjWhtbS2+X19fjyNHjhSpxa6uLsyZM+ey5/Mswj1/bLNohuRNGJ7Gq2Kr4vlGmoSsons9xek6VeC8mpT/jlGksZpfpextvH0Wa4DRDQiUO+HYZ6SHmH0NoeQYYuf2KFwNjVMmXkdxB0cHEHCJZ0c8o3I5qHFQ+pFja1eVGlpdM814KRMtZmtm4/U+n18sm9TOOqWgqbPsDuX4NMBK6dE5MGNVmnMaSrSg0pxcj3FyTuodHZw+OED1ue/S+5Q594dSqrUyNo/jGnoA6c1EGrDRUXPedO7smGW25tQtkN2j2kCiWS7f80BRs119LByNvUJ1VM+pXbtKdTuDEitpeDavWSKDHg+y+FoZJ66B1hvPofSvpcgqUSYatHvJo4BS1jhNZFIb+Z7qMffbEK4jR1YJ3d3duP/++7Fu3Tq0t7dnPmtvb8dPfvKTYrNHY2MjbrnllsuOyUX1tN6LuB5NqJMijTEoY3rkzuiHcOPfZ3MC4oVfn59nWXoMUG7Y9Vi/Pu+GjJ071jzhGaM3tXiGlcexx/j6WNbldR3Ya1d8dRqV6pqEZlYebWsUykzOKZ1Y/YTzoePyrjm+12vziHUV0tHXIl7HIXvAyNwdL3Vd9XI8ho13HbKROOnHHpQbpwsYfnrLKZkvDb8aIeo3Zc9rmglgFkr0FmlTOjfS13RC3ZeO5/6iI5gi8lf6lGs0AcM1G6dD+ZQXpTt7MfxgbdVbUp1TUV5bI9Q51Mn5menyPJTfRZQYGrU16kiZNfte4VpOQ4k5inXBKh3tQQNfKxMSo+fV4Sk1SkdKHaOcbkJJP6nP/KEd4vUoLa11a46n9KQ7XGceYmviuG6aPb73ve/hmWeewR133FF870c/+hGWLl2KM2fO4NFHH8U777yD6dOnY/v27Whubr7smOxa9GzEO4nyjB6QNaz6/Vj0z+97puc1FI2mtW7CuWkk78VbzR58DnkUY54j0uvx76kBjWVyPLbSua7kuDxK1MfS1/re5ZBXa9Q5ulPV5hUep8ZAN5c6Nd1sXDutRcS6NT2o8mYev/48R+/XApkTKTsaL/4m9UOd00aA2GPD9Hoh5/Dap9OqGlUzm9BsQ+vHmlk4xa/X4vQq5aG6rOdz1oNrEDtHpbXOYz5i16VNJZxfTGc0y4/Rk7pOAXF7xuvTTNGpSYdep9bZGPyoTVSboxkkHW2MmtR6PuemegUZT5tXVFba8HW2GrsWrwYKhUJZ1OO0FVBOLblCx2pr3tiQ9x3POGKbRQ2A108q3YOVN9c8p+oUhCqnOkW9Ds8W8yhGRaXvxDK6StlczJn+fx2anlfhNYHY9RIxg6fOSA2fGm91ZmpgYrSh37Omc/Z6GFDuNGOt86rj2iGphovfYzMEdc/l4mPrPIGsjvGatItN562OTJmTGJXMDEwjd91vsaCAn1MuSqn6uTxj8IDTmQ5tuqi1c3lDibIc3pnsQak6F39cnequ0oRO7bJZRGXqTIuzVDwfqT/K2evfmskpm+XlGcoS8hlpSL8H73L7rRbAxGrrWrxa4OJ4rUWFFXMGTpW5Q/BaCI/hJtPuJS4kj9duIFWkGjlWi9JTkDWIWrgnraBKxkXXYrNz8+5cgfLISyN1yisWeen189x6EzqhBr1SvcudgzZbaEbKa9C/FboZ/DM9X977bpR9bG5MPy5G5fB69AbymBwpox5kjarSmzWXjvXIlfShOgqul9JedBo9Mr7SeHRu0y597jqn8+L6aNZJo63OTOepnYTUdc7bqVka4hgt3Rs5lwdyugYaHIwX2XgbvOq6NlZ4M4d2Scb2v9Kd3nCjt6247Prls1jgEbu5ndeq5+f9s5QP7ZVmSaRf2RnIOfTI+DG7qOBasnvRbwVQ2zYZpQeSO/XowYX+Tflp+cZxQ2dkfLLHfxPxX0kjAT+DfL9SppZ3/li24d91pwqUR6y+EVUBvSnA64Dq4AnPMMah3Lh7JOs0qmaNl7t2zYx1DuoYLpdJOaWpcGqxUi0vL/OIZZi+LrG/87J7v36XBWwcDar0eJ1H7FwaqWowEcvw1Rh6pA85VoMbIrY2GvXHaEPv6NS5+zh6L1YsQ3dZ+nX5XvAgKy8bV+QFPrx+Z1lYR2RmyOuJ6ZfvZ3XSdAbenOEBn14jqWNff8rE7Yk6Uq2V6rjUP50nZE7aMakNQJDvMblw3VKdUofLOuAAMHb/jYvXOgjddBrV6DHAsBC19lErx1TK2GI0nm6mGhvXN6FGgpWMlGab2s2kykAlrbQBWCtw45RnVDkGI0pGeE7XsMieV9ODjeUOY1Dk645Nj40FEx5YBHtvnPxWp6Zy0PXMM3A6RuxvHsMfN9bh0vc8uwOyeqsMQF7kGXMUbtTorPIcGqk3PV6dDJCN8rlGnk1DXufJ8HL39qmzIVT+mrHoHtLbVjQ48D3o1G1sbTiG66frEpDdt3pNZEf0qRiEnpfgPtb7vDx49SxJdYWUY8yRQq7Xmz5oe+jMnCbk9SrNrRnlOGRvsXBGyuXitCzH9A7myZfm0o183NCOTCMONfDBPo9x1F5Id/43L4tSR+MRO42Zt1Qr8mpHMUem4zpFobcD0BFoS7A/PFWjLb2PRelLGgQqm0fRaiRj9QcaPY1caVhc1h4YOI2rzkzvEQSyjkgdrEaROpbWPLipCzZeXp1B5+eZRiyLpPw8o2fAEetUdEcRy5g8qidtA5SMPY2p3svFIELXXB1VzNH7NfFY6rQ7JVJOXhvzJhi95SBPzwdRvp/dieptEa6LijxdVJrdwfF9fpyL3z4xiOF1UKemLAeQ3eO+H/XmYN3Pug6D8pmyItyn1BdemweaLGGwNjYDw9Sodn/yhmS9BqC8nqpdukrDanDg98OpHFXXde6TUdmR3dDUYqFQyBhJ5+udutOI141UJRrHDZNnWIgc65RZzBD73zoOr+dKacsYdcox3BnpJqbzVefC9/Wa3GkjclxetuqOutJ1+Dz0GmIZhI91OVo2Nie9vjwqM6YzPi81lP6+yjuvpuKIyU6NoFNYQPlaayaQd208T+z+Nc5X73Xy+7nygjPX2zyq3XXTZa3rlxdAAuVZIfHfzClGqbod4XEqQ5VDTDd5zDj5TCk4ntdvnNd58Hxus7y+x/Fc/+lIPSOmo9R11WvmeWM19Er0uspunPyoPFRufWOVWiTyNhCQpYAU6mx8g6uyqoHjogTkGz6lRYCSAsWys8ttHn3tG4OUTkGuLVZD4Hc9O3GnxrHdsTkVCGTl61RkLEDQjNKdfKVAI+bkuYl8DG4SGochlDa3blJG00QsW9cxY45bZUuQ6r0ox/NeMc2wNIvxm31j3XY8r66Lz1Pn53roGQ2h2Scjd95Xx9+UJQ1fXpCgP0B5MBij/3WOnDtQWgvKy427yiS2T1SPfT+7E+cxSmd7kKo6E8siVXdjtkYzOshYpJs9cNB5qJ5pRsPvco4D8n0N9qh33HuklhmUqC1g97d+l9k3f2qRZQS8I9EzfM/A8oKrmG103PCOjBGqb+hYNBejmXic8u9+03BBjtWIJo8ScZpDI7U8OsqNqbbtxyhG78iKnc+zAY3UaBDVkKscqbQaiVWiAanoGhF6FEeagseqPLmZvFAc5Hh/jI5mRnldZ/ytVKSvs94Yqh2hHo17DZKRrD8NAshuZo6tNxyzg5Ddg3p9fo+XUlg0Fux0myJyo9zZCei6qxG4OgKexx28noOda1wrnkfvH9KOvCEbM49qJxXFc1JOSq1OREnngdKa5RlAzwgU6gg9wFOdUyrYHWksQ4s5agZW3rqvFCsDmFjzhGbcHC/GzOjepPy4Zlw3jqVrRXpQH1w8hPLyhdpNli9inazepaxyKNgY/qT9IWQfKOC4oanFmkIBM+S1K5g6gFjq7hs6piROS+l5vEjOc+VFqbFit2aEMUdKxAx1jGKKFfh13rFr9ffUqfI9jTp1rnQOsXpGDco3PGReseOB8sxRbxrl8e5gfYw8OjKPHvIaiDoSldHlMkqlDgciY8SMgj6rTusidBTe0h2jyCk3GgkvsmvGo1kAdYc1N9ZL1FGosec5WI+jXClPNZhq3NQI5dHhqoOeWeg+iwWOvkdj+zCWSbvee82H840Fcoo8ZsUDtljtM0/H/Dr9O0BpH/p9gTy3NmZokKmZEG2T3lak18195tSo7ke1p8wQ8xgaXWOdW6WuxRvakY0vFDAblSk6h9MjlzP2QPmmyzNMsXpI3nFA3OAD5bUeVwA9RrnnWFaZl7HlOZtYFOvy0OvzulYs8s5zoMi5zphhy5urO3LdUD732HhKf3gtzBs/vP7iWZqvfcyI6jqokdMmDc3G1ejovPgTq1fkXS8zhFinItdCsyytiWlgFQvKKjmbmG743shbO6fJNCBBzlgxmcXm43OKObMYFRbTcaUOfc0904zZCV5vLPOP0f0xh6YNPdrUo3pWY8eoXYqtp9oV1TMNcCkX/Qnyvq6x7imC1zxjrNbIChg2AIwc9B6NWEpOBeFmBsqppotyjCqTRilu7ALKN523pmqnmVJjNSjvNOSGhVyXNgf4jatuADmPQTlWZTKELI3p94V4xuUb0qlZp2c5V7+7X+erm8YjRW1L1nl7tK4R7gSU4BmbU7CxjDqWcWhUTMpPsyNea2z9SSNyDJ+LyrgXWUdEfSA9pFEyx+HPJGSNCW+EZSdqQeYyAVkqDyhF4nweodNgHKsX5TddEzUyDvWY68N55QUYvjf0X68MYThD1POQ7qTzV6cMZA3+EMoNIOeiWfOgHUNHrnuLuj7exqMxV6cU6yxW2wI5RgNSDT40Q9LPOWfqi3Ync92YWXPteO5BlGeEkPn5Hp2C7MMb+F21fUDJsel18TX1yQNtrrfabGXXHDd0RsZ/rEl4NByLoJ228qhDKSFdKK+5qPJ6BA9kaR4qg1N0HkFR6cchu4G0tdlrZDwGKG3y2NO4OUd1MqQjWC+YgOwTGTRqdKfodINHc3SMjCbV8LuDckoxFgXHMi6em+vj9TE1AEA2MtR5qOEEskGMR+e+GVUONC4cA5FxfFNrEJWXRarjZhCmzivmJLyuqlmWOk3PPGhAlTrkOF6n9Ofq8bqV1iJ1qnrM6/djYvPVeo6vkdeUqe+6XygjP5/KTw2r0nOEZ/GuW3n6wvFjWZLOhd/Ls1XqtFUHqXu6fxlEjENJz/XBvhp0OYXpJQnNJJ0WjTkup0s9i6N8lPJW/a8dq9QiHxoMlCuVIkYHeFROI+PctGZ2aqhckYE4Pabnim0EOjR1am7cVUG9QKqOzakbNSh5RefYvU3Or/tTw90A6wZ0ykWpQM+6nH935+T0Z6y2pX871CE49cdxdAP7XID4uql+5VGbTiFq7SOGGA2tRtsbWJwOjRlHD+y8tTu2Vr7ubsR0f3gwoJlvQPn66V7xfeRUL1CSa96/OtH5+7mcnlMd9GBDz5VHy3tZIEa/67lr5cfHd0oPKDf+sb1IG6CNPRzT7QXnAPlO7Cn1BZSva6XGLnWAup6xdeY1qE7rnvQyw8WxTC3WIOtgCvK+OhqNeJzDVkquErXnNwQCWcUlzUNjrQV0jYZihmI8hlN5blxGUVQqKv04OZc6RCoq/23HOZTon/HIZlo8lzom/3cV51HaFAMo0VxsStANOiDH89zawafZmsoq5lT5m+8r7VlANuL1YrNH1brBNXDRuTA4qERpKt0cqyNUMgLq6LxZg9ehrfleC1FwXP4PLiCr5/odpdUpM/6zSV6r1750f3A99XYBfQgxGQag/KZeNZgcX59+70GnXotmIdyH7KbLu58tRnXpvuRax+ronokq3Rmj5d12xAICjusNFLQxNciuEb8PlDs8paT7UVoLDWrHI7sGpEX1/79Rv3x9lAKk3Ln3fB9wXuqsYsGiMiO6RznHPpRsoTv8PNzQGdmMGTNQX18/2tO4ZvjPf/6Dm2++ebSncd0jyenKkOR05UiyujJcTTl1dXWhu7s7+tkN7chudMybNy831U4oIcnpypDkdOVIsroyjJScnMpNSEhISEioKiRHlpCQkJBQ1UiOrIqxdu3a0Z5CVSDJ6cqQ5HTlSLK6MoyUnFKNLCEhISGhqpEysoSEhISEqkZyZAkJCQkJVY3kyK5jtLW1YeHChWhpacFDDz2UuYfivffew5w5c7BmzZrie0ePHsXHPvYxzJ07F/feey/+9a9/jca0Rxx5cnrzzTdx5513orm5Gc3NzTh27BiAJCeVU39/P1atWoWWlhY0NTXh61//OoaGhm/hHatyUqxduxa1taXbcdevX4/GxkbMnTsXL730UvH9v/3tb1i8eDFuv/12PPDAA+jp6RmN6Y4aVE47duzAggULMH/+fCxZsgR79uwpfu+a6VRIuG7x3nvvFf/+xje+EZ566qni6y9/+cvhscceC48//njxvUcffTQ899xzIYQQNm3aFFavXj1icx1NxOTU3d0d5s6dGw4ePFj8zrlz50IISU4hlOS0efPm8PnPfz6EEMLAwEBobW0Nv/nNb0IIY1dOxO9///uwatWqUFNTE0II4dVXXw333HNPGBgYCF1dXaGhoSGcPXs2hBBCa2tr2LVrVwghhHXr1oUNGzaM2rxHGi6njo6OcOrUqRBCCAcOHAizZs0Kg4ODIYRrp1PJkVUBBgcHw1e/+tXi5tizZ09YtWpV+OlPf5pxZHV1deH8+fMhhBB6enrCzTffPCrzHS2onH784x+Hb37zm9HvJTmV5LR58+awYsWKcPHixdDb2xuWLFkS/vznP4cQxrac+vr6wtKlS8OJEyeKBvqJJ54IW7ZsKX5n5cqV4aWXXgrHjx8PDQ0Nxffffvvt0NLSMuJzHg3E5KQYGhoKdXV1obu7O4Rw7XQqUYvXOT73uc9h1qxZeOedd/Ctb30L58+fx7e//W1s3Lgx873Tp09j6tSpmDRp+Il5U6dOxfjx43HmzJnRmPaIw+X09ttvo7+/H5/85CexaNEiPPXUUwghJDmZnFatWoUJEyZg9uzZmD17Ntra2rB48eIxL6enn34ajz/+ON7//vcX3+vq6kJDQ0Px9a233oojR47kvj8WEJOT4oUXXkBLSwumT59+TXUqObLrHL/61a9w7Ngx1NfXY+fOndiwYQO+8pWvlClOGON3UbicBgYGsHfvXuzcuRN/+MMf8MYbb+DnP/95kpPJ6Y9//CMGBgZw7NgxHDlyBK+88gpef/31MS2nAwcO4M0338QXv/jFzPt5MhmrssqTE7Fv3z6sX78ezz//PIBrK6cb+un3NwomTJiAlStXYvPmzXj33Xfxi1/8Ak8//TR6enrQ39+PcePG4bnnnkNvby/6+vowadIk9Pb24sKFC6irqxvt6Y8YVE6tra1oa2vDTTfdBAD47Gc/i7feeguPPfZYkpPIqb6+Hp/+9KcxceJETJw4EW1tbXjjjTdw1113jVk5dXR04ODBg/jwhz8MABgcHMSHPvQhfPzjH89kWocPH8add96J+vr6svdv5IeVE3lyOnDgAI4fP44HH3wQL7zwAm6//XYAwMyZM6+ZTqWM7DrF2bNnix09Q0NDePnll9Hc3Iy9e/fi0KFDOHToEDZu3IiHH34YmzdvRqFQwLJly/Czn/0MALBt2zasWLFiNC9hRJAnp/b2dnR0dKC/vx9DQ0PYvXs3mpubk5yQldMHP/hB7N69G0NDQ+jv78fevXsxb968MSsnAHjyySdx7Nix4j6rqanBoUOH8Mgjj2Dr1q0YHBzE0aNH8dprr6GtrQ0f+MAH0NDQgN/+9rcAgC1btqC9vX2Ur+LaI09O3d3dWLZsGZ599lncddddxe9fU526KpW2hKuOo0ePhiVLloSWlpbQ3NwcvvSlL4Xe3t7Md7zZ4/Dhw+Huu+8OjY2N4Z577gldXV0jPe0RRyU5/fCHPwxNTU2hubk5PPnkk2FgYCCEkOSkcurp6QkPP/xwaGpqCh/5yEfC+vXri8eMRTnFoE0M69atC7fddltobGwMv/zlL4vv79+/PyxcuDA0NjaG5cuXF5sbxhIopzVr1oQZM2aEBQsWFH/++c9/hhCunU6lR1QlJCQkJFQ1ErWYkJCQkFDVSI4sISEhIaGqkRxZQkJCQkJVIzmyhISEhISqRnJkCQkJCQlVjeTIEhISEhKqGsmRJSQkJCRUNZIjS0ioAly4cAGtra04d+7cVRmvp6cHra2tGBgYuCrjJSSMJpIjS0ioAmzfvh1tbW2YMmXKVRlv2rRp+MQnPoEdO3ZclfESEkYTyZElJIwyXn75ZSxcuLD435sLhULZv7bYtm0bHnrooeLrz3zmM+jo6Ci+bmhowNmzZwEAq1evxhNPPIF7770Xc+bMwc6dO/Hd734XixcvRnNzM06cOAEAePDBB7Ft27YRuMKEhGuL5MgSEkYZK1asQGdnJzo7O9HW1oavfe1rmSeCX7x4EX/9618xb9684nv79+/HggULAAAnT57EpEmTMH369OJndXV1+N3vfodnn30Wa9aswX333Ye33noLixcvxquvvgoAaGlpwV/+8hcMDg6O4NUmJFx9pH/jkpBwnWDr1q3o7OzErl27Mu+fOnUKM2bMQKFQAACcOHECkydPxrRp0wAAnZ2dRad28eJFHDp0CBs2bCge/6lPfQp333138TWdZE1NDaZOnYp333039x8jJiRUA1JGlpBwHeD111/H97//fbz44ouorc3Gl5MnT0ZfX1/x9b59+7Bw4cLi6z/96U/F1//4xz8wb948TJ48GcCwk1u6dGnxu/v378f8+fOLr/v6+orfTUioViRHlpAwyjhy5AhWr16NF198Ee973/vKPr/pppsy/xJ+3759Rcd28uRJbNmyBR/96EcBDDuqRYsWFY/dt29f8fWFCxfw73//G7feeisA4PTp05g+fXoxs0tIqFYkR5aQMMp4/vnncfr0aTzyyCPFpg82bhDLly/Hnj17AAw7p4kTJ2L+/PlYvXo1Fi1ahK1btwIYdmSarXV2dhZfHzx4EE1NTcXPdu/ejeXLl1/Ta0tIGAmk/0eWkFAF+Pvf/47vfOc7+PWvf425c+fitddew6xZs/6nMZctW4Yf/OAHuOOOO67SLBMSRgcpI0tIqAI0Nzejvb0dZ86cQV9f3//sxHp6erBy5crkxBJuCKSMLCEhISGhqpEysoSEhISEqkZyZAkJCQkJVY3kyBISEhISqhrJkSUkJCQkVDWSI0tISEhIqGokR5aQkJCQUNVIjiwhISEhoaqRHFlCQkJCQlXj/wABddFYv6MrkAAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.draw(logarithm=True, normalize='maximum', draw_borders=True, scale='scaled')\n", "plt.ylim(-25, 25)\n", "plt.xlim(325, 425)\n" ] }, { "cell_type": "code", "execution_count": 9, "id": "ded586cd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.clear_field()\n", "u1.WPM(verbose=False)\n", "u1.draw(logarithm=True,\n", " normalize='maximum',\n", " draw_borders=True,\n", " scale='scaled',\n", " edge_matrix=edge_matrix)" ] }, { "cell_type": "code", "execution_count": 10, "id": "f1b7f9e8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.draw(logarithm=True, normalize='maximum', draw_borders=True, scale='scaled')\n", "plt.ylim(-25, 25)\n", "plt.xlim(325, 425)" ] }, { "cell_type": "markdown", "id": "a94afe09-e002-44a4-a52c-8c2559e9ad86", "metadata": {}, "source": [ "## Effect of filtering" ] }, { "cell_type": "code", "execution_count": 11, "id": "5bd8b5fe-72ae-4965-b2bb-5fb98a30addc", "metadata": {}, "outputs": [], "source": [ "x0 = np.linspace(-200*um, 200*um, 1024 * 4)\n", "z0 = np.linspace(-100*um, 600*um, 1024 * 4)\n", "wavelength = 0.6238*um\n", "u0 = Scalar_source_X(x=x0, wavelength=wavelength)\n", "u0.gauss_beam(A=1, x0=0*um, z0=0*um, w0=200*um, theta=0*degrees)\n", "u1 = Scalar_mask_XZ(x=x0, z=z0, wavelength=wavelength)\n", "u1.incident_field(u0)\n", "focal, _ = u1.lens(r0=(0*um, 0*um),\n", " size=300*um,\n", " radii=(500*um, -250*um),\n", " thickness=100*um,\n", " refractive_index=1.5,\n", " angle=0*degrees,\n", " mask=(10*um, 3 + 0.05j))\n", "\n", "u1.surface_detection()\n", "edge_matrix = u1.borders" ] }, { "cell_type": "code", "execution_count": 12, "id": "18462cd1-270f-4a0a-985b-aab716a566cc", "metadata": {}, "outputs": [], "source": [ "u1.smooth_refractive_index(type_filter=1, pixels_filtering=10)\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "2ebd7b59", "metadata": {}, "outputs": [], "source": [ "u1.clear_field()\n", "u1.BPM(verbose=False)\n" ] }, { "cell_type": "code", "execution_count": 14, "id": "3d2bfd1f-10a1-421d-9b6c-ef1408e75dd6", "metadata": {}, "outputs": [ { "data": { "image/png": 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OVdu5bRuAaJ0xTGLU8NH77+P5Z54BAJw2YwaOGzMm7XoAIx02ADgCwDDA7z30yClc5Kf1Z438XBIg5RFGfpL4eDzNkzOqbUwrXxKrS9Lj0h5/1yDfeygdYOh7GAHyuLZ6h805RUh/TsWsnvz+FsLsR8wFPBHmAbqVlmLCyScDMITIB75LImzp598vuwzvvf02Srt3x633368OlkYA+2A6/RAAx8DsPSR1qYdHGMJITfPCDNsqESYthu3J43EAO+kRbORne4O7RnyyDM0ZpkjJg+9TdBGeVu+o9j+qu1ZveV/pDRBxEbcJ6RIpr1+u3hqRt0QY1RGkK3y+97OfIRaLof7AAfz8jjvS7kNL1UFhWPT44wCAk6ZNwzkXXmi1G3wCIyH2h5EOh8Ac7O2PavPQoEl7PFzC5tjikhblh8NFajJOGFyTL3dq4QvDKBIlJx7KJ1DykHVxbX8gZLu9RJIw/3A1bjPSpTtSF/M43D6Ya9+CvCXCfEL/I44AALz+8sv4YO3aUOLMxTl+P7ntNrydOHFmzne+k+y08rQMUnfUwQywIQCGAzgKXl3amZGrZ6bZrV177mySnRbXRXhtBZsEqNWFbHMuWxgfs1IapTwof1ta/ttG4lFUxZL8bGRF5XLy4+3mqlsu5cpFQWvnKFmnvER7S2mH8kP7B3fv3n1I79NjDz0EACifPBmXXX99Wr4kIfJV6EEAe2A23w9HprrUE2LHhiSkluZhU1lK8rPtodPys8GWXk6yLW2PHBNa3WxtcZE0z48TiJa/TKcdnRZGgLIuWt04IfP0sr58q4VMT2TMj2MrFG3k+eTKYSZviTCfcFzi3Y2Am7jCkG26BffdhxXLlgEALrj88rR8CLzTE+oA1MPsORwJ42HaD967tKMhqko9jIzCbHhRJD4tvzBVqSxH2vb4JGs7d1ND1DHlkl7D8qZ4UsUo8yhU0tnUpFoc+Wxk/XhbtWdITi5csiPil7ZATn583yLXUPE49AaLXCAvidBmC+iKn5t++EOMLi8HADz+y18670uYhBclnfRke+LhhwEAE6ZMwRdvvFHNh1RATYnvhTDONB8n8joGhhC9d2nHQlRVmc1Gx/ORk2yYpOcqU6unrQ48viQFjRhd0iOXaFqz4ZskMA5ONpwAC0UamxSogRMRrzeQ/hzAwmS7KZyXSV6eQPoil2/DkPsmKayQfZckChHmt094RMbQ4cMBAP9YuhRLFy/OmKRyDalK+f3992PlP/8JADj/0ksz4ssVZ2PiQx1/H4yEeBiA4wGMgN+M39Gg9SlNxQdxTUNUFWRYPw6zFWqLO40UtEOwpZSiOa/I/KP2U1k/TQUKZNbdRpwucJKXpM3bK9vPF7xc8uTvKm1m+ch7JwmRO/ZwEqW+o3m58rrnAp4IuzjIPrhj0yb1eq4lUAKfiJ6YPx8AMP6EE3D5jTemlavVIw5DhiQhxgHsgtl7OATAWBgP0/4w6lK/3eLQwfbMXRJcVKkuSlmufhZGfhp5cdi2Q4SRH5BOWnIfHJCSjKKc6KJNypIcZf1kHaKA6kP3S5IW/06EVYLM9w3S/Whi+WmLIMovjPx4u7TDBuQ2kVygwxHhDTfcgFgshuLi9B0iN998M0aMGIFRo0ZhITuxZPXq1Zg8eTJGjhyJCy+8EPv27YtUTpgasKt8DhswINL9yAX4SpF/Hr3/fqz4xz8AAOdcfDGATJULz4P+EyGShHgAhhC7wahKx8LYD726NLcII6AoTirZlqWVLZFNuVHIK1vYyM92DJkkP0oDpJOl671/2nWtbdlM5Da1oiRVyp+TH7fR8d8ELsVJgubkx49H46RJv22OMJrUngt0OCK85JJL8M+EKo3wl7/8Ba+88grWrVuHJUuW4Bvf+EaS8K699lrceeedePfddzFq1Cjcc8897VHtDomTzzwTp555JgBgz/btkYizNXDtcXpl8WIAwAmnnIJ/mz3bqSqT9SH7IW2s/RjAbhiP0nEARsPYD/2rnlqm9taIDux7LkhPliFJNYxow8rl5KDZ9lwTZjbt0tSCNtKj+C5JMar6UnuuYSSgSVHSBkj14nUFi0NSGXd0kXlrkh7/TXlxya8RmURH+bjuIW9Ll5YITzvtNAwaNCgtbOHChbjyyitRVFSEIUOGYNq0aVi8eDG2bt2KDRs2YPr06QCAq6++Ok1adCHXKsGO+LnkmmsAAO+tWYM7vv71SPdBk+haI5ECptNWz5uHNStWAABmJKRCTdqQA1YeSNwAQ4gHAWyFkRKHAaiAsR8eAXOWab4QoryH2XpV2tLkStLTyA1IzztqvbW8ZR+Vtj0gU6LSCNbVVziRUXrXwdi2haW22NPaRupCl8rfRQLaxngeXyMV+k7l8/pKVSivAz/+TBK1TC+PR9PqramaJSg82wWfCx2OCDXU1tairKws+Xvo0KGoqamxhnuk49233rJei7Lybi0hEym9lZD0TzzzTAwfM8YpBUr7BZ/wmmGIsAnGmWZT4toYACcAOBZmu0UJugYZ2u4rkL2q0EZMuaojIZv8syFtaUfjxCe3O/AJXDq9yLwltImY7NU2SUybuGX9Xdc5YdvsdYB70uZExuNr0iG/TmVzCV1Kd5qkx+vJn4G8r1GJW8bTbKmyH+cCnYIIg0Bvri1corq6GmPHjk1+cul221kQlbSAlqmmouD/u/ZafJA4g/Qr3/1uWlm8w/NVJpEhX33TQCRCbACwHcA2GAKcBGAizPsPO6v90CaxZasqbAvyc+UdNW3U/Dlcdj4Z3+XxGYX8ZF5h9ihNpajVny8M5XVXOUSiXBIqENd5X7HVT0p0nNCkRkiT7ug7V2PKccnrGoVgXHFs7ZX1by1ydWZpm6KsrCxN0tuwYQNOOukkxGKxjPBY4nVDHFVVVaiqqkr+Li0o6BwrgFbiyMS94I5HLWl3VIN0lLzfX7sWw0ePxuiJE5MDRvOk46tPAhEmn1AovAnmFU8HYcivDMZuWANgPYyTzUGkS5kdDbaJ51Clj5JvtnlrUqKWZxRE6YdS4gu7LklPLspc4PY7LX+KE7ZYkJJTWJjWRu5sQuE8nhxbPC6341Fe8pBrXg/KTxKRJu3K+rrAVa/yntJvOV90WRuhhsrKSsyfPx/Nzc3YuHEjXn75ZUyfPh2DBg1CWVkZFiccMR566CFUVla2c207Bs668EJMPvVUAMAHb7/dKsNyFDsgoDvLyEml+rvfxcH6egwbNQq33n9/mv2Cq7u4KzbVQaqOSErkq+EmmH2HH8Ic6D0KwGkAxsPsP+xop9O0VJ1IadtK3dkS9ausk5wIXdKYzF9TS7rKt5Wh2QJJ40DSC7f5RT3XU6sb5S/rz7Ue2tYMnm+BJQ8u7XHJTUqw8p5zxxIpsQHp7ZB2T6kWldKfVk/erij9hd8P3n457nl8uY0jF+hwRPiVr3wFsVgMzc3NiMViqKqqwrnnnotTTjkFo0aNwhlnnIF7770Xffr0AQD84he/wH/8x39g5MiRePvtt3HTTTeFlhFVTdiZPzM+/3kAwNqVK1F9221Rbn2L75nmYMM/HB+uXYtlS5YAAI4dOzajAxYj3buM23+4xxufMOQLUIlAdwL4IPF9EgwhjoHZnN9R1KXZEIuWNpd2PiqP5x0WVyM+W548X/nh/QhIPXN+PawMm7RFzic0eUrik+Vw2GyFPH9ZL2m/lGREdYrqDEJxucmA50/15+NA2t1kvWU9ZVulfVXWX+bN70NY37GRH+XJSZ4WuiVIf35Un1y9ob7DqUYfeOABNfzuu+/G3XffnRE+YcIELF++vK2r1elAHeujd97JGNxh6iMtrqtjh+Uhr7/5+us47V/+BZOnTsW5l1yC5x57TJ0QpPcaDXZa0fKVLY9XgNRga4ZxpvkYwNEAToU5su1dABth1KmSSA81bCTH/x8q2MqzPWONPKLkp+UppbFsFyqSjCQBN0asB4emFmxJmrBFAicUqU4F+x6m2g+rr414eRypGrWld80rdJ0TszRpAHpbqU8RKdJiRab1h257hILsgvJgAiB7QzYnnahSgASP/8C8eXh71SoAwPTPfU4dtDxfuWqkCUGTFAlxFhcwDjUfwtgMjwJwBoDTYTxM23v/oSYhtQTZPpOoeUkpUVMFuiQ9WSf5W+anXY8C2a8p37B9hFHytNXNloZDSlBcKuQfvmVC7k2UW0I4tG0HUmNjM2NwcGKRqlrtPhBsz5o/U+7BzaU+Ho+rbvlz45JwE/uQlJwLdDiJ8FChI6jFDgWampqskw4hyr0oEP9bAj4w1q9bh9ETJuCYUaNC6yI380r7B4HicCmFbAo0wPfBSINHwJDgUBj16dsw+xLr0XIiag9ko8oMy4MjimRoU0Xy65LguLNDlH4oJ28N2oLORXySxG35hd0X11iQGgupvZDSK78nYZIWQUp/mlrXFl+7r9lIfxxcjaqFSUlQqsNJym1EpvpVvrOQe5NTXrmAlwi7IHr37YvRJ54IwBChzaaRK+mBwAeY5lTDdf+P3ncfgngcI8aNw00/+Ym1LtoKn9pBNgNu92li8eRKupCl3wlgDYzKdAyAfwEwFeYs01Lk/t5EQdQFiSalRYlv+2QjkWpxbHXiUg89Q9eWBiCzz8hnGIh40pFCLo5sbZNEJJ1JwtJqUp4m3XGJjIPfP67es/UB2R/lJnmZpyb92e6XlCJtNkqeNw9zqWO1zfRS6qOwbjD3jWt7uG20SKTxEmEO0JVXANffcYdxOGpqwu//67/UFZsNsnNnE18OCNsAAYAVS5fitSVLcMrZZye3eWhwrXpt7tM8TQHS28In3kKYvYc7YeyHk2FOp3kbwDuJ8Ea0nYQoJdwo5WRjw7M5gGTbHllPV5lAujQgbVpRpBabpGmTcFz587pLSYcmY7A4NmhpJWyk5Nq6IOsVZ/952QEy83HVT1OVygVMoZJOkwYpnDuqyDjcdi/Lp8UBPdtmZC44ZHywa3wBIp2FcjU285YIuzIGDh4MAFj20kt4M/Fi3Kg2QUI2cW2EFJbHnl27AACjTzwRffv2xb66utCy+KCwqW6KkEkufPUbJOI0ITUANsKoRstgJMPjAawG8B7MHkS+as/V4GtNPlHUdjYCyzZvjWhcCyYZFkXlaSNZG/mF5S+hudpnQ3yutFwN71J/hi0CCJzgZXu1/OW95ORH+UhJWCN0Tpj8mpTCeJhGfqStoTDp4KblKcmP8pF2Q54fJ8XWoisLRnkLevXSnh07WkSAYWmkCrSlHfJHX/86NtXW4uhYDN/47/9W49jUeUC6FCoHu2yHpi5thHGioYEFmM33b8Koac4C8BkAU2AO+I6yb6mtVKo2dbZ0TNHCs8lXkxxsKs4oHntaHTSVp6wPf3a2PalRELX/czWgVPvJ8qW0JsuRqlPttBVJXto7/LRtDTx/rW3aqTVSC6KpQakeUkKWv7mKVR67ZntLhXyZLvcA5SRH5otuMOYJcrDhatLuMO8iLUbqzOFcIG8lwnxcAWTbZm31abND0G85Gbuwe/t2vPP66zg6FkPPnj2zNv7bYJMaAX1CJYcaGswA8D7MoBsGYAaMxPgmjIS4B/aT81si5cl76yLSMPtd1LIovibZSCmBqzjpmk3d7pLs+JYWWxwNmvSpqXxlfMo7G3WyzV4nbWTatQLlOld3SmiEalM9anlr/VxbLNikVIovCZXfM5f9j5fJzxiV3qBEYlxK5PZCl8RH+wTJU7SRldFNqVdLkbdE2JXBt07IladEtuRig0sN55rYGxoaAABjEurR/Qn1qKbO4ROKLU8+QfIVLJdgCVya5JuSiRCbYWyFPWE8TC8AsAHAKhii3INMiSYKbHV3qSRbAi0/lz1NgzZZ8/Ao9jw+UfJ8ovS9KB6msk/ISdwWJ4wgNZUjXbepFuV1mY+sF6+vra62BabteWjP1VZPmyaBx+VmBR7XpvKUBE32QS4JShKV5EYnSx1QrlGahkRZRLCtQT4KRl0eRx97LICUipSgnfrimgxtakmbqlKm0U6WIRA53fetb+HjbdswOBbDjT/9aUY+gD5haZM6H5RShUoDi8eV7efG/IMwm+3jMANuTeIzEMBMABfBvOnicKROqXERnHavtPZEVWlGKcN2j1z1sKkStXrZ8gYy1YlS7cglRA6ezuZhSnnIPiz33mlqyLB7IiU56XjFJ3Eel48p26SqaSOikrF2H7Q8tDoVKL/5WOELQa2u2lxBxBS2F5DyKEGKyLgauBuMqpMkv4bEh671FNfqkVqs9khczwXyUiJ0TQSdHV+eNw9jKioAAEv++Me0a7bVe1vdC5ehn7C1tharX3sNp8+cie49eiTjaQNdTiSFSK1o+cpWW4FL1RGVoamaeHn0/sNimNXpWzAb8I8DcCGAjwCsgNmLSBJiFFtWVAk7KqSUYJMuZbi8L1L9SGlc5Krl41JJc+ncda9k3lxlB6Tb1LKRMjls98UlAWpEyNOFhYV5O0qJkoeHxZdptefNF3wynMYDV2PSda4O59oWHkYkxY9I41skSpC+RaIJ6RIfEvmQ/Z7KJiINkFKTNiBlg2wt8pIIuzKGHX88AOD1V17B8489lhOSc9kfXPFd4IOovr4eAHDM8ccnw5qROaClyzX9l5OKzclAQnq+0YQvV8ZAavB1g1mVroIhxFEw0uH6RNh7MHsTuQTqQjbPxyU9uKRnVzlaHYlYbHnaJmogU5Li4VHKtsW3xZWLJkBXjbrqoZGFXCS5+rSmgpX5cTurBhf5hY2nqIsA3t9lP5fkx+3mlJY7ykh7ntzPS3lzOx7t8aWFpTxFh/RXVAa/b0SKVNdcESDBq0a7GMg+uGfr1mSYtFdk8wF0SSxqGpu3H6/TCwnJddSECbj2Bz9IW5lqaiCXSo6DVKKaWlRT5fG3WchjqSi8ESmVaSOMNLgcRmX6WQCzYM4zHQSjurGpyjQpi7ctG1WpLY52b1wLA56OgzaI843NHK5nLctz9QmeRsuT8uJqSCA1+dJkGqUeQKaalR/szNWGvN6UjiZj/tHMAJqKV6tDEftNYWFvqbf1e5knDwerC+8fgUjLpXaqC5cmSYIrRYoAg0Sc0sSH1KCNiXRcPdqI1LtE40jvY0DKBig3z3dL5JPt4jwMeSsRdtUVANkFm5ua0jpLNu2VtgAXbKolVzpJZM8/9hgu+trXcMLUqRh87LFpKjOphpLfo0gO2n3Q1G5UNxrsfLIDCwPMhLsPZmA2wkiD3WEkxAthDvpeAWAdzMb8epE3h43otUkuqkrV9ryzkcI4XFslZH01tWAUZxepntWejaxLmEpYUxNyiY/X0+Vco0meclxxLYZst03q5JBjJorTDw+TBxnwfktpwuqhqUCJ+Cie3AJBJML7Nw/nNl+wdGDXpTOVXEBqqvsoi7qoyFsi7Krgndpmr5GQ8bKxX7VE9apNQjs3bgQAlHbrljFQJDnw73Iy4h3a5oxRCN1bTpsoXDavIpgBfAApuwftQRwB41RzUiKMzjL9BJmn1djud1SHGZf6zDUhtySNrBu/Zza1KEQcW3l8ktdsgRps7dHKk8/b5skahbRsKlAgvf1a/Tixa+PVlm+UelG4JEMOSbi27QtSBUpxuSTOJUGpWuX7c7VFh7bYlHFguU7IhekH8ETYpaGd1kDgk41NenNN0GEdMExSkys72kZRfuqpOGzgQHy8fXuynnICk/XgA0YOHlta+i0Hq02yoHyLRDxuQ9yP1GTwNszh3sMBnAuzKX8NgLUwexLrkPnyYUKUwa2RRpjjiUsCIrikB81JhiNs4RVFTQ5k/2odTXqzSRAS2kTNJ2ib5oDH479l+VrZtkWJdv9s5BdWHzmmZZ6ctDnJcfUnOaNokmoBMo874zY+Lg3y/3Q9bHGuqbG18Fyhq2oIQ6HZirrC57BBgwAYW6G0HfF4EN+zvUdhkDYeaU/hHwD437lzsXPzZhx25JG4/t57k+VLyO0frvKB9PZr20ekLVB6jnKQJMlf5krhhGYYqY/UZB8CeAmG+KYBuAzGlngigMEwDjdh2y+0e8ZX3WE2N143zauV9xNt4aHZlHi9tK0D8vnbbMzaFh7bpCTvgXTrp3rayuKgdvA6kBTEX+Irr8s8eH+IQ+8bkoSoHFk3vnjj95Psl3QoNXleyjy0/qPZ06nO3OYJGE2F9PDkcwXZ6Pi2CU7e3MZHtnkCtzGHkQ5vP3++hZbruYCXCLsQJp95JqacdhoAYMtHH7VIbdBeK6NttbVY+89/4rSZM5MOP5rtSa6aw1ShBD5B2lRNWhqSOAvZf1ke2UQg4tQn0veAsRlugHkXYnni8wGMhPghUmpTLg1pq+kwaNK6jeA4bPdCSpIyjKSHMNujJpFSPaK0T3v2YRIqlWNTmUqJjF+Piziaap7Xm1+PKnnya2H10e4dLxfiOidwvrjj/UA6yBQhvd1c6uN9kUuJtudH41LrixDXbG2j+6LZILm9sSXznESnIsJhw4ahV69eKCkxCqgFCxagvLwcN998M/7whz+gsLAQd955Jy666KJ2rmn74LwrrgAKCrB750789qc/ddp4bIiiuoqCbDtnAOBAYhuFLb2mOnKpQm2wEaIrrSRDSTjaAcRUJzoPsRTAbgAvw2zEHwnjXLMZxqnmncT3PUh3F5dwPVdXmI04ojxfSaKN7LuWn0Z8tj2WNm9KjjCHr6hEBKQTKY+vSR6yfTYStC0YKD9t0ndJwlr7efnaNS4l8zyk9CbL4mGSECieph6V+cn+r+Wv1VlbCEjbJJfWXfVoKToVEQLAokWLEGOv7fnLX/6CV155BevWrcOWLVtw6qmnYsaMGejdu3c71rJ9QBvS33zlFWyrrQ3tmBrkAIlq15GIMrnJa3R95IQJVk/EsEmOI+qgpImMk5urfa5JmZdFK2yanORexGUw0uIIAGfDvAbqPRhCXA/jbXoAKVVbFMJ2QU7W2sRDsE1MEprqilbtjSyey/EnqmrUlSZqOk5ymhSmqT+B9PrL+2BT30XVPPB8tTbIBYz8XSJ+S8LhizIKo7gyvlZ/jYRluS6bqJTyWqLO1lT0ZFKoR+vRXpqwnGHhwoW48sorUVRUhCFDhmDatGlYvHhxaDrN7tLZP6RSbEpsndA6eFgeUe9TSxDmBfnru+5CU0MDjjn+eNz8v/+bYb8DdGKWtlAZl6+Ubfv6ZF5S0tTaz+NqTi+0oqVTMGg/VRMMwdF+qLdhpMQ6GKeazyU+Z8G8DupwpPZlueCqK33nCw6qGznt8PvEJyopyRWyuDQxE/HRSTx875ymhtVsZQTNrijTaXlr6XgZRey3tA9rtkpqv6w/v0+aLVH2MW43lB/Kj6eX5CzrJu8db1Mh9AULJz++H5SXzV90TWmkZ60kT1kXfv+pLLIrkpqV7/ekNso9qnFxnY5i6wGzTYlIOFvHKhs6nUQ4c+ZMBEGACy64APPmzUNtbS0qKyuT14cOHYqampp2rGH7gfYQyjNGCbzztsRTESxdNlKJ5ump4d2VK7FsyRKcOmMGevTunaHCdBGBZvcgaKrQqCpUvkqnSQfstwT3ROXxA6RO1iBHmiIYQgSM08wWALUAjoA55Pt4GNvhezBkuQFGtco3GtvqzSEnZf4MpPOC64g42V7Xfj5Xep5/mLqOw9ZnCy1htutafFcdaJGTjWTH8+P9TpZjU+VSPpLUKa0rHaWVJCr7sUwvF39xS5nSLszJmBOKzVGPLyT5f07svK/whRZvB0mlXPPQUnQqInzppZdQVlaG/fv3Y/bs2fjxj3+MIAiTM4Dq6mpUV1cnf+dqFdFZod2xqANddmKJKHYrl5PDJ4m3T7gGKpRrYUZ4ec2menWBk2KB8ltDwOIViDB+uDBtuC+FcZp5HWb1eyyAT8FIiuthCPE9GNLcD/tRbrb2aBMNkV+Ue2gjyagLC1udXLCRlUs9alNxyusuEnL10zAiC7P/uRYFGuFrxK6pbaXqkWsCovRxSTJULyIjeaSarKf2XxIe1UUuLCmO5gxjk9rDZ/9o6FREWFZWBgDo1asX5syZg+rqapSVlaVJgBs2bMBJJ52Ulq6qqgpVVVXJ3z0KClpsZ+nM4JKgJhVG8cLLxtbTkniUf2n37up122COQn6ucBvJyvzC2uiaWIF0xwoa7LRfiyYYvrdxXeIzBEZCHAtDghTOpUSXQwXVXa6u5fVs1d4t0Sy4JLKo6WTZ2gSpEYhNord5gMp4Leln2nW+iHJ5n9rqTnG5diOM/Hh67d6VQCdmV1tt0hu/ptXdBu7o45LOc+Egw5Ftv2837N+/H3UJaaG5uRkLFy7EhAkTUFlZifnz56O5uRkbN27Eyy+/jOnTp7dzbdsHJew9hBqk1FegfHhcm43HlndcfGz2Ff6RILXuCWeeiYGxWEZ8WV9tL6Bsm6vOLtsiB89L1t9FtNp+MSqDr5Tpd33i0wQjGQLGJrINZj/iShg16rkArgJwReL7KACHIX3vl9ZegryvvH5yMqSPZueidmr3mvLk9jSyQ1F8zW4mVen0W/YvAp9w6Te3dRaK7/Sb150/J26v4nWV5WiQ9dfUkzwPueji+xiL2W+bpoXXn9JxW59tDEhbMK+DbczJe0Np+fMoQsomSG+Zt+31K7TEl2+0b2SfgKXpATMWcoFOIxFu3boVlZWViMfjaG5uxqmnnoq5c+eiZ8+eeO655zBq1CgUFhbi3nvvRZ8+fdq7uu0Cfs6oiwBcE7cmKUZNy2HzsgtTv/1q3jxMnTEDfQ8/HFd+73u458tfdrZFk+RcqkK5EJDla79t17R7Jesj7SgSXN1EgxwwEh6ppvYl0vdOxHkzER6DkRAnIiUlvg2gBsAOpDxOqRxZP61NcfY/qrSnqQn5vaE8tT2StryiqiXl7yIWxn/LeLQolPdHfpd1CLNp2tSYvFwJTfLjcV1jhkt+Yc8nyjVN0iNIB5ZiZJbNpTUelxZoNgmS9ze+eOF2Q54/OZ3lSjLsNEQ4fPhwrFixQr1299134+677z60FeqAOHzIkKzT2FaaGqQUQMhWrSBVeHyC/Oj99/Hmq69i2gUXoGfCYSaK2rIA6QOPh0P57SK/MOLlknWh+K3lTelsqi5OmNzRppGliyMlIRYC6ANDdrVIvR/xbABTkW5L3AijOqUXmobVkUO7D7aJl5OeVF3J++OyR2uOTdrvIhEmJ0xtguf9TU6+Mq5WZliYK61Ns2IjMdtCgAjCRnzZjEVJenIhGWfhBcjUNnBS4nWTb82QNkaKS8SoaTHIuUx6mPK0JDnuj9ZcJzoNEXq4cdYll+CEqVMBAJs//DDjurYajTIJSGgrMNvhxVC+A/rmXI6mxLmjxcXFGTYG1wo2G8g62+whWnlywzKPa5NeCHwypgmIk6RNoiLCbYYZtPQqKLKkroF5afDRAIYBGA9gF1Iep+/DqFf3IXWUVhQpUVvxUxpOeGHqc6lGjVqe9t1GkrwcLmVz2BzltPJkvVx1lmGyPrIsXo6r7/L+7+pfrjz4woOTqHz+1M/CCC9M3U8kRvXi20tk3DgyD6GndJwkbYuFvJMIcwnbYOzMmHj66QCAeFMTXnz8cTWOJh3ZVHs2dYwkOK0j8kHDV4FaHTTCbLaoeF15hUmqUSVDV9qwMF4PQpiEQ2k0ZxpO0EDqbd6kFiqEkfQaYAZyT5hN+DWJ7yNg3n5xEozq9J3E50OkvwnD1S7uVWpro0zrQhTC4/EkuCqZh2lpNfV8VEKLEk7XtMWLRLbkJyVerVxZvpRwXWpFTq7yXYNSwrMRHuVFZCdth7xMkuzkvFKI1DsKtXvi0jRQHXOBvCTCroj+AwcCAP6xZAnWLlsGIDUwXWoWDXLSo/Ryd6Ic1IXsf1gH1bzT5H8UFmao82wTiCYpaHW11S3KJB4mDbskGVsdtbrwyV5OQCWwSzV7E/97wTgevAfznsQjYJxpzgFwOgxRvgtjU1yP9BNsuIq2pVslwtSass2aDdGmxuX3xKYpkBN/NnW15RVF/UnfpepcIy2tHgXiP0cBCyfSkuOFO9VImycnKyhxgHSHIsqXqzTpGh0EQXXidj6t3xChks3b1n9cWgWqk0a0uYAnwi6G/bt3Z6ggOHjH4Xt1CJwowohSEqbmeCDz1whJOjQUxE3Oo04+Gb1KS9Fw8CAktDy1wU/fXWpALS9ZR5e6LGxC5pDl85e5alISV4vS1ooSFk758dNhDiJ17FSvRJrliTyGwKhOj4c5uWYDDCG+h3RSlJKiC1EWV0D6ZMlRqITZFg1hiwmamLXnLAlKq3sUQgyT5nh8jdRkvtppR0Qy2qHy3HZnq4M2Jnj/0tSMvBx+8oxNUtMWZNpZp/K7rCuVySXqMEetKJJ1NvBE2EVAWyaKiovVF2Jqq/AwCYcTpTaYo6qzeJlAps1BEuqzv/kNzv785xGLxTD7+9/HfTfdlFE2/y8nKb56lvVyqblsccIg1clhKrYwyZGHaxMhOdHQxF6A9HfBNSE1IR1MfEqRfuh3KYChMBv2x8FIk+uROvy7FsbGqL1IWGsjIeywirD+EiZFu6Rr2+RM4AuuMJWsjSBtfVzTjtjap0l9UuID0tWYWtly4SSfkY30OLjnJ5S4nJxkuLahXhubmopa0wJoeYQtMNtNIgyCALt27UKPHj3Qs2fPHFXDo7WgrRONTU1pnlk0WWruyXKwyg7GO7FUZdqcJDSPQI2U+UCREuEbf/4z3njpJZxw+uk4asgQlMrGirpo3zlcKlNXuEwfRRIMG7hRwjVbKK9DXPxvQvprb6TUX5II25/4XQqzB2sLjBNNKVJHulXAkOKHSEmKNTCkuA/p54hGgeveyna4Fgo28iDw+nBJOVuJ3nZdIkzLwa9p+UdZrEmisUlnvL6uOst76VqU8LEUpiXhafk84xqPcpuLRuhy4cy/2zx+W4pIRBiPx/HrX/8aDz/8MN544w306tUL9fX16Nu3L2bOnInrr78eI0eOzGG1PLIF75Q9WLiUvrg+vwDpruSUnucn8+aSYEtXaTa1FZCyMXy8ZUsyrnSd5tBW+RI21VSYmoyjJSoYrd6NShg9BxmmTRIyLVdDBSx/UkEWJcJ4GUDqeLbuMP2lFsZu2APAcJj9iZOLgd1NwEcwhPguDCluhyFFOvPU9bxtkiS/v9IxRPYveQ+4xKRJQUDmPXNJkrI+mgbENh5caV3k51qchV3j0qeN8Ph1vtjk986VznU4vUyr9XPbAkCm0WyLmgTJ8yAitS0MWoJIRPipT30KZ599Nu69916Ul5ejsNA0adeuXXj++efxjW98A1/4whdw2WWX5ahabQ/bQ+6s4Lp1sqjxlbZ2oC1EPAltRWaTBrm0ma20EKYucw0Mns5WrktqdNmNtHq5SFQOdG3y7qbkza/Dcp3XF0iRG/3nEwSvA4E8ToEUeZHjAUmKPWGIcD2A1QB6NJn9iaMATOoO7K03+xLfS3w+hJEq98D0Oal1sLXPJUVrkqCME7ZlQyMgWZ7tftsWd7Z0tsWKlNIKQ+Jo0CRHeZ3XSyNaDQVI35ZAkPdVEhzF5we1a3XXJDog8x2Wsk6SfF0Se662TRAiEeGiRYvQq1fmYTaHH344LrnkElxyySXYvz8X2xo9Wgo6Xq2kuDjtocqOTpOVdGzRBjO3QfG8bKSghYWRHAfv3N0S7elWXJz23jNbXlHqYksfZWtAlHxkPG2rh5QIbZM2z1tOCFJCdxEL9zQtRmrbBXdaaWLX6hJhfRPpamBshr3qzUk2ZQDG9wEO7E2pVokUNwP4GMbZpgGZjhquRYdGKNrCrTUk6CI7LcymZpR1lWk14nORsC0tQW530CQ8mY/tfmqSmGwrpbPtl5VbGug7XdMWEIAu+WvxoFyTz90l2bYEkYiQSHDHjh147rnn0K9fP0yYMCHtBbkaUXocOnAbIe+g8rU71Bm7I3PAA+mSJZTrEtq+OTk4XBKkDfWJ9tQ3NSVPVAmrC8ElvdkmubDJEdDvCVcpR5U05DXtuk2i4h6wfEEjy+ETJTlPxZHyPOXvfaOJlZxieiD1zsQiAP1gSHEjzOb8kr3AMTCfGf2BsxqBHftTKtQPoKtQbROkRizZSICu/IDM5xJGfpyIuLZEIz+NvGyErtXXJr3xa2Fx5LYHDps2hLZS2CRaQLfN0XdZD01Vqd3/sPGrlWmzGUbZHhMVWTnLnHnmmTjhhBMAALfccgu2bt2KsWPH4vnnn89RdTxaiwLoh/TKFSbp5PlHQluVUefLRhqMIkHK8GL2n9s8cw1Xu7W9fFRHSYo2taCtfZr0TXEKYZeeeH1sEoeUGKHEi4vwBpjJjBMg9ZH9LE0PGBXqHgCvAWjebfYpDgNwUj/gtFJgzw5gY9xIibQtYytS0qJcnNmkwChOETaJyzb5RiE/Dn7eJcW1PQOb3UrG165p+WrtsZEWkNn/CpFJdvw6TxdHJvHIesqzP7UFgA02XwX+CjCtDrbvuUZWRFhaWoqHH344+buxsRFr1qzJeaU8Wo44Uu+2o9+Avorjq0l+uoOmdrBNBLmobxREkeBkeGvKtU1YUk0ly4+CMOlQ1k3bdyfT8cmJx5ETNZDahyilwwCpNnL1WxPLJ47UIeDFMAeBN8Bs3H99jzkDdQiAod2AiUcBDQeAHTuMtPg+DDnWwpyTyqVFXmeXV7K2wHORn03StpGfJBopbUmCkurDbKQ83ga6zo8js7VBLkQ1cuJxgXRNgubgRPnQZnmep6aG5doe7oAnF9ic2CTpSdgWIvya9qxrlXTZIisiPP/88/Hqq6/i1FNPBQCUlJRg4sSJOaiGR2tB+whLi4vRG+mDzjaggPSOKTu1DQFS+9a0jq0NGK1cFwoS7enety8OQCebKJKmJp2GqWy0yZHbJmRd5KZ4Wzwbebvq7GqjLb1WBq8XTaTkMENkKG2llIbiUxrKpwApabEYRoVaDGMrfL8BKKoBjoLZr3jSYOD0HsC+3cDWXYYYP4T5vwVmI/8nME43pKIlQra10yYlRSE/Ld8waUeW5crPRkw8D/mqKA0FIp7c98fJR0pdlL4AKecYLR+NPDVi48ekRSE2eT+4dMoXEK4x6Zq7XOHZIisinDhxIs4//3xMnz4dU6dOxaRJk1BRUYG+ffvmqDoeLQXZCBuampISoUvloamieMfjsOVly8PlUh9VeqrbvRsAMPmMM1B23HHY9P77ybLkYJdHv7UUYSQZhYxlPG2i0Qa3jcRtBKuRZFz8tpUnV9lcQgyQmW8z+0+kKJ8xnzABo2HoBaMKXQWgfrNRqx4NoKw7cNbRQFExsHcXsDkhMX4Eo0bdgtS+RU6MvD1hkqCMy9us2f34xzU2ikU6IHPc8PtXhHDC42Rne1+jJCICpStF5rsCC1keQPpCtxmpd/01s08UUwnlLU+fkQsDqSqOOvbB6mzTbLWrjfDGG2/Er371KwDAihUr8NOf/hQrV67E+4lJyqNjgA8UOflpHQpIJxPbREADTRvQmlGblx9lEPBJ6qOVKwEA3UpLccq//Av+eN99afFsrtZy0neVb5OQNYk26spTI0GtzDAylOBqLa0cCpMEyX/T4oVLhPSbkyBJioD+TjhtNS8lbpIWKa/eMOS4C8DGeqDxAxM2BMDQw4Exg4HCQqBuF7Btozn6bQOM081mGIlxL9KJ0TXBau/KI/B342nxtIncJuERisSH+jKB+iy9PFf2XyKnACnPYi0Nf2EwT8uJkr++SC5iobSzAObZSLUsJ1RN8rb1V05icl6Qi2ltgS21U5o/g8ue2RJkRYQjRozAzJkzASD536NjoRApj1BN7WBLw2HrvEBmRyXwgSNXzmBpKU9b2YTVzz+PjzdvxmGDB2Pk+PEgnYNNYpX14TYMG5k1K2FEDGH1o3rIyYWvUrXjvlzkKPPm11zEaWuHTC/JisLlooGeHalLucQoJSwp7chTgkjKaYaRDgthJMP+ie87AWzeBRTsMqrVQQAGlQGjBwIFhcAndcDWDcCmekOKG5FSpe6GUadKO6N29Bdvq2aH4/dGtknec21PLl8k8LfLUz6aySFgcYtZWi7JUb/m5HYQ+uHWvF2lSCdmTvrS/ij7oyaFybpI1SlJlDxcfm9WrtlsiJra1UaeuUBWRDh69GjccsstmDdvHrp16xaewOOQgZ812hgSV06CcqIACy9RrrkGjray08qWE4nExrVr8d7q1Thx8GD0O+KI5IZtXo5LrcX3HkpiiUOfAKgursGlqeS0FTbPTyIs/yiwqdiyyatA+V6I1L5COni7IXGdzjDl949LjwVIJ8hCEc6JSL68tXvi2gEA79YA9TUmbCCAWD/g5OOBs/oCjQeNV+q2DcCmJuMosQlmqwapUxuQvsGfl6tJzXIBZ3u+YL8l4Wl9h8fphnRJUKo8ieTkPlO+mOiOTMmQ2/4oDUEuaCU5xZEpPTaLDw+jg92lXVIjNnlilUs61BawEHFtaBcirK+vx7PPPosHHngAY8eOTdoIr7rqqhxV59Ah6oTTWUA2wqampsht43YBwK1msNlA6JpUHfEBLAlPGxz80GiK+0nCThg0NaGXUp6EHGg2aUqb2LQFgUaWvN6yLfw6V0HycgD9dTQu1W3UdvAwuXDR6qGpuTQNgqY21cgwrqTX6kr50ffixG+ybZcCOCxxbQ+AjXuAhpVGkjwSwODuwNAxwNj+QHEJcPAAsGc7sGMzsG2/IcZtMJ6pe2DI8QAy33RO7ZU2NX5vpMqTroFd75b4kApTSnQ0xhqR8sCldvdAOlFySVLeO41s6ENScSO71iS+S2Lj0h0nrjDJSy58wX5L8AWClNRd4KpvGS6xJ4t8bciKCH/5y18CMJPt2rVrsXLlSqxM2HLaEy+88AKqqqpw8OBBnHHGGXjggQdQVJTNbc8/cHWhpm7jkCszTfVnW73ZnBxs9heeB6VtgpnMZJ5RVV4ULjeSayoYjUij1t21AOH5SRudRlQuMtHCNALTSEhes5UjCcFVPyI2aTsE0lWD8miuQpaGP7NuSN2bnjCep0BqAbG3HnjrTZO+VzHQuz9w+GDg+CnASUeYOAf2AR9vA3bUAlt3GGLcArOfcS8MMdYjdfScnC2k5EdExyVA0i7wNBS/BIbQJUlK+x7vh3xh2oB0SayJXZMqRm5Dk/Y3KgNIJzS6Vox0knJJWBoJybAoElqYXU/LQwujfD6KUGYYsiLC/fv3o1evXiguLkZ5eTnKy8tx+eWX56AaLUc8HsecOXPwpz/9CWPHjsXnPvc5/PrXv8bs2bPbtV6HGqQapf9hsE3aLr27JAIJOSnYVpFyxcqvp9WF2lJcjHpkSmk2gqZJgMfjHo+k/pI2E81xgpMITTANSl016ThMMtLS2yDTuSRIW73kbxspyvia6le2sUj8p/tJNkZOhvw6kJIIiSzoDRkBDInQOajNid9NMPsVm2D+HNgBbN9h0jckyjz6SKCkFDhmHFBxFFJulU1AYx2wexuwazOwcwuwq94Q5S6WPo6UYw71K5LYSmHUlERymoqUIEmIpDZN2tIkLcqzmyWe9jssnnaN1zFqGps0GHY9EP+1a1HDc4WsiHDMmDHo0aMHJk6ciIqKCowfPx7z58/HH//4xzaoWjQsW7YMRx99NMaOHQsAuPrqq1FdXZ13RMhVo62Fa1KmDqnZIbmUSQ4cXL0GZNnhEm0JmpqSkyqfRID0CYXKIXuKS/XIByOtvD9B5hmslFZTnWpwTSDZwEaY2rVC5bumNuXh8rqUcOWz056l9p8kQ058zcgkw0Kkl1vCrlFeRYm0vWFIqScMUfWFUX/2SKRrgHG+2QtDkP0BrNtmyGNjjTnR5iCAY4uBbj2ApkZg2FgjQaI/UizWCOCAIcq9u8yex/115lzVfbuBffHUyTi0oOJE2K0bUFQCFBUDRUVAodJJ4nEgiAPxIPE/DsSbgXhT6hrXUnDHFCn12ZxOovxHSJj8LrUldF0jbxuZRiVw7ZqWj7zeGmQ1L23YsAE7duzAihUrsGzZMvz7v/978si19kJtbS3KysqSv4cOHYqampp2rFHXhWZfAXRioIHhOnGeQ5NOuAqUn3ih2W24aq4eZnIkm4x22gUvl/LpjsyBJx0E+OSkreYB9+AMk/x4vWQal1QYJtXRbykRuuyQNtUzPQ+uUuT/G5AiuYNISWqUph7mXhPRkdR3ECly2wdDgOSg80kin/2J+HsS//cl/n+S+N4Pxjb4McxGfjrB5jgAPXoDO3Ybj9OmFcbh5uMdZnvGsO7AhNOA3scDJSMKcXjvwTi8uDTFUo0HzP+SHkBxd6CkF1BYbMKCJqBhP3BwL9C4D6iPp96IfADJ7w0HjbNPUyPQUG/+NzUmwhqA5maguQloOmj+Nzeb6/Em85vbBXl/lCp+Td0vfQGyJUmu4aEFDSxhst9JopMaHbIvc9uxLS6/xsd8a5H1i3kHDBiAc845B+eccw7mzJnT7o4yQRC+3q6urkZ1dXXyd642YOcb+CRL5EBoZuHcXkV2nTDVoAY+CLgXIJfaJBGREwIdGcfdxzl4r6HJpZ7lzeNwIpCDXINNpRN1MRA1XNbDpgaVeWjSIIXbJEPbf009qqlfuRcv38fXnYV1R0qdehhSQho5lFDcHkg918NhuKY3K/NI9ntAIu9NAHo2AoOONFs0yo4HDh8Gs+ufGLkBwHZg37o46nZtxL7dZvvGJ/uA+npDqPWoS5MIpVdoMZMKCwuAAtFRgkTn4BJhcyP7Hk+X+DgZ5YtEGFWlKq+3BlkR4auvvoqJEycm30w/cOBAbNiwIUdVaRnKysrSJMANGzakvRUDAKqqqlBVVZX83bMgm+m4cyBbG6ELWueSk6z2aiRa1WngK9I49AHGyy4EgERbCouL0wiWb9yx2TXonYxUX5LsNBshhblc52lFrKlsoMS12Qp5fBeikqLLLijTaLZPl0RIv21SJCc+Cuf50XfeI4vZdbnVgkv4FI+kxR5A0mZI6tEAKRV4M4DBSC1kjj0GKO0BDBoG9DwKqQe432za370dWP9nYPcuIz1ug5EU+bs8SRVPz5r6SDcYOyF9+NaIggagUBiRsyEmGR/iu4yn/baFu4gkKolp13hY2HVtYWhbOEYJzxWymjV/8IMfYOXKlejZsycqKipQX1+P0aNHY+fOnTjiiCPaoHrhmDJlCmpra7FmzRqMHTsWDz30ECorK9ulLu2JbG2ERAoSmgcd77DZrtBstjayE9n2dsUBFDAbYXeWT4BMtR2fjPmEyp174iyelCr5f1vbZRk2yciGqCpKl6ONi6hcZKaF8/Lkd20hAOj2QIpvCwNLw/OxSZo8PZB6+whXtdHz6NML6DcAOPwooFdfoGdfo1Lct9s4w7zxF2BLk9lnSJ86pPYaNrN68rry58qdZLTtDXGRhuJyz1EiUNpuIbUr2r49sO/yKDRN3S+/a+p7F0m5CMY2LiSikJRLM6Klt+UZrguMjqyI8KmnngIAbN++HcuXL09+pk6dioMHD2L9+vU5rFo0FBUV4cEHH8TFF1+MgwcP4tOf/jSuuOKKQ16Pzgau89cGB4dNkrGpyWwSFUGuePmgloQApN5y4LJJynwpLz6xFCI18RFIlcrLlO2QsK2eafKy2e5sBKVJtTItj29TedokPv7dRrAyjau+rnrIMrR4vO+RJMUn/55ISYD1SDkx9YeR+o4+EjhyKNCzj1En7t8DbN8IrPmHkexoH+EuGNKj02cOIn0RxdspHYLoOqlni5A6GYe3h6viSTKMJ+pdnyifb1ine1BsSSuPU5N1knY/+ZHbLLS9hHHlf5jaFQiXNF2L4KhSXC7JLRtEIsL6+np0755akw8cOBDTp0/H9OnTk2F1dXW5r11EnHXWWVm/DqotxOuOgrC20eDiG7tdk6VtQiRoKp0A6WolXrZtcrahGcZJgkukNKEVik8Usogjc4LhacLun9zsHOUe8TyjnvyTTZwoKlMNktxkWt4ekvZIBc7tshSXS3zyO31oki+AIQvaWE5vTWmAOT6tN4zDy5AhwMAhZjvEJ3uBj7cCq/9pjlurgXF22QWj4vwE5v42IH1S5VKfTQLn9bM9XyC9DeQVSw5CciFTiNQ+RJIIuVctHZnGN7xzwqR68+0ZnCi5hEr3kSAlQf5fniRDYZw0JdnKOBph2sK0OYLXLxs1KSKEZ4tIRHjOOedgxowZuPjiizFmzJhk+N69e/HXv/4V8+fPR2VlpZfE2hFkGywpLk5zRtBW6BJSWgPSB4FNzUKQ0odm8wlTr4a1qdRRfznYqO5RBklLCIWUz1yi498JWvmuZ2GTsLTfMg9bO2xqVUneAdLJAcj0COXX+TOmvOW+TD5pF7C8aA8ekPLu7Qbj+DK4lyG93v2BxgagbiewpQZ4faMhvU0wm+J3gZxXMhdcXLqzqdE11TbEdU6OEHmQpKg9HyIlWmhSG/ch3RmLE6V2qgzVn5MTEaY8CUZKt7aPfGaaM5nsw3zsSxWs7YQabQuIzetaI1CNTCVx2sw7LUEkIlyyZAkWLFiAa6+9FqtXr0bfvn1RX1+PkpISzJw5E9///veT+/g82gfaa5gkJAG5VKKa/UZOdjJvjXzCSFgDrax7DxoEAKhvakIdu8bz04hBqk5tddAGkRxccUdczfDPy9COUqO8wiRI1wDXCFCb7DX1qLY4osmR5yftfdIxRiuL9xNKT9IveX42IXUk1hEAjgUwpMwQX1Mj8PEWYM075s0TH8GcJUpqTnpfIe9jnMQIRFBSsuPQJED5TKSmgf+WUj1f+BFJ8rpyLQwRHpXXiBSZ0zjiaYpEOrJVSvLiqs8GZKo9KR6/H/yZ8TbY2i4lZCIQ6TwnpTyp/tfsmGFkayPInWg9IhFhSUkJrrrqKlx11VVoamrCjh070KNHD/Tr1y8HVfDINaTtSUpM2iQsV8Yc1FlprxeFycHEV7EEbdUWhRSnX3opJiZeAP3hW2+lXeOr4GYR3hpoBEHf+X+Zhv/n8fj95nnxyVHaLCkeD9dIzabKhvJbhmvbHOh+0n/av0ekQveZv4mC2/ZoIqR4pUip6Q7A2MoOA3AMgLIBQJ/Dzd64XVuBtTXAhzWG+GpgJL46GHU4TehSAyH7nGwztzkWiXh8guV5aIQo77NtkUESG7+vmoQWQD+ZiBOQlKLJVsqlKX4vuL2RSJPUsBKSXLgdkZ9TyomLQy6EpKe1S+oG0vs6RBqJQPzXbJK5silm7WtfXFyMQYmVukfHQyFSLuXaoOWQNgRNBcrTaeoTudqzSVlRwjiOHj48+X3jBx+kTdQ2qVN6/RFcxKG1LQpxa+3MVp1py0+TbMMka5cESYsWvnig/0XK9bj4zaUF+k+TLqEUxsmlAGaxVJ+4PhjA0G7mLFDA2Pfe3wF8mHgZ7wYY4tsDQ5ic+Fx9hNsn+eJLm1Q1UoyL62Bt5RO4vO+SLMOkTjnR87icIHk96lke/N4XiPic1EkC5ZIYpdfIST5LXjdpHiFylKYSeluGnANskH1JjksZB5Y4bYHWbzrz6BAge1pBcTH2IXzVpA0wPsA5aEKkCdO1issWfPLlGD1xIgDgzddew0u/+U2GC72NrLKpk0aqgP1+8fxd9gmZp+2lx1r+UaCRpiYp8nAgJcGRVMelO7oupSz5nedLDiABDIl9DLOB/XgAQ/oDPfqYI8o27wFe/wh4H+YN9JuQUnVKdbqcjAHdHi3vsaaR0O41TeaS6Oga/ZcSJ32X1/hvXg9Zb1lHkiJ5/WzSacDiSsg02tjkKlc6S1XWT9ZN2ntJ0uR50n/Kx6bCdG38lwhbYGrfcwFPhF0EZCOMNzWleY7ZJDQuBcaR+YqasHQuSUpTg7gkG21ip/bsSBzYwAcb/x8GbRK1/dYmMJogePkFShxenksSpDA+GWvp5P2RE60mdfI0Wjyy+cWRclbhb3ogKZAmYZIYaVN7HCmVZxyGyJpgpL4KAAMHAPE4sHMXsGI38N5uQ341MHa+vUip+KS0yetIYVEWKVyFTGnlvZRqZoor1aN0nROPXBgUQCdSWzy6xuui9QvNm1WmlYtXfg+oTYDed2R6Dk27U49MaG3U7gOXWrUybLZBqQnQCJaHA3ofaQmyIsI//OEPuPjii9PCfvrTn+LGG2/MUXU8WgtSk0j9OpC50uTepRDxtUEVVi6QKYHGxX9JYDYdfxP7f4CFR6mPJg3J35rkpIVr4JM1hwyzkX2U63wy5wsPuZLW2iMnZ/rNJUDZ3m7sGi2kGmEmiJ6J+J/A2O4KYJxcymCcXA7sM5vWV+wA3gHwIczWht0wdj5y4pD15IsKSX62MA2aDUmSo1yAAOn3VC506L7ReNIIJY70+88laChp5CIuG+lRSq8yDv/P87J5T1NemvcsJzHp1MLnFq0u9J2XI+83v2eaHVOTGrVn3G42wp///Od4+umncd9996Gurg6zZ8/GUUcdFZ7Qo83BtxrIyZ3AVSS8I2lSBSdC14RtIxCXVOgCdfTuifZ0Ly5Gz5D02gB0hcu8bGo4DTwvaRflG/el1BhWP6lik9d5HlJy0O69nJgDpEt59Bb6QqS0AaVInWJCm9oPwhDa4QBGAxhSCHTvBezZa6S993enVJ7k5EJntmr3kvc3+i3V44UsTEpsUSY/mY8sV5PKeZ6anRwsjSQfXhbv96RelDZI+q6VwRer0hGskF3X6i3z0erJ2wGkExuXTjXJj64B6cREEjSXTF0LVrlQk/Xm8eQ4JZs21aVdJMLnn38e99xzDyoqKhAEAb7//e9j1qxZOaqKR2vQmFAlNjY1pak5+eDhahGNCDSikSswHm6zXURdpckJntehgW0Hka7qtkHmqr8Gmy0pqtRIYXKyJkh1l23VrNXdNZFwlZ6czDXnlwDpZ3fSJE173Ygo6Sgwbu8bC+BomMOkdzYAq+LAO3uBD2DIbzvM/jhtA7urfbzPSXU7J0ZJGIUivSQwXraWp1a25rlLZEjhMg6FyWcrF0p8USLzA/T+oBGndp3H0aTHKHZF7blwT1Jeji2tJtm5VJm2RZKmjdEW6fQ7VyQIZEmE+/btw8qVKzFkyBBs3rwZmzdvzmFVDi1yeRM7AviAKWXh3BZosyVoE40c9FIK0QhVqqNchBjVSYXn6yKLMKlPhrsGnS2ti5w0cHWwa+FhI2LbqrwQmZMRJ8I4i0O/SQoEUmTZDNNX+sAQ2V6YLQ7lMG9oKIR5jdE/ALzTYCQ/cnQhladNQtNsebxtVGfNxse/S9WmlPa0fsb7N48v1aI2m7hURcsybMQpVZ4yf02a1whWSqzaNcqLS85aHI0gqa4ulalGkghJy/OwEZjmcCNVofK0ZFlWWB1bgqyIcPLkybjmmmvwq1/9CnV1dbjuuutw9tln4/nnn89RdTxaCq6qIJsaHwR8IPOBaCMCLV9Ck3Kd/9bysUlX/Jqc6LU6ckR1mJEE0xRSR1t6F1HJcFu+RE5RiZtLS5rdkCZLqboiZ5hmpPaUUV50FFcDDKEVI+HpmYi3HcCrANbBSH6bYNSjB2C3EdngWjxIonA5vnByk3H5ddukKUlQU7lyyPJ4GAcnBUk0PL1WLy5J8WevEaCst3ZNkiPlpcXTFlcQ9dSOAtTGglxE8MVRFLLleRAhaT4HkjjbzUb42GOPYWLCrb1fv3545JFH8Nvf/jZHVfFoDbiNkAaXXH1KaKuvKCoLF4HKcM1xRnZsbbCUJM62LSguTjtCy0VK9NvV7jCVnS2eC9qA1O6JnNDpmpxMtInKBrkfi2yBXE3aDLO3tAfM8ybyGw4glvi+A8BrAN6Gkfw2I7W3T1NlueqlqSu1dGGrealekyRoU6FJFT6HJBOymco6SVKWZWht5GpWKfXxevI6Sls8J1PNBs3B+4mWn5QG49DvhyRHWQbP1+W1bVvI2uYBmxMUvw9ankAmYbYWWREhkSDHF77whRxVxaM1oO0GzU1NaQPb5q0JpCYX3vltm9IlXJ3ZRab0XZIqv96nb18MmzQJANBQX6+++5DnKQerNuBd0FSsciBDhLvUmVq+NricQviEy1fMpO6kl9jyTeIkZVB+5PFJh1sPgznIugeMinM5jOT3HlKenvVILZC4dMHhIjjNE1C2mf/n7ZOLJHk/+CEA0tZH9bBJeVq+QLpNTvMqtUmTGqguvB3y/klbKieiOAvXpC1Zlo0cbTY6TjKUp41EXQTpksB5mByjGqTTCy0otP23CAlrKfw+wi4GqZaRRv8oExafqKKs7rVBG7bal5MhHwiz5s5Nvlx50YIF6uHGGmxSlCQyrW5RBpXmWKE5LmjfqYwwNSqVw1VcfJIsQLoUQ9eKkTq6qweMLWY/zJaHwQAmAegHYwdcByP5vYN08tMcooDsFhVUf4J2D2wvddZUiHxBIO89vy+SSGlBoHlmAjoJaxKY7DsaUfI4NmJwSfc2pxtJjED61heuHuTk5SJAmU5e10hSxuOb7fnJPtLWx+EiVT6GbBKeNvfkShoEPBF2OXDik2oXCU2lp3U4TnhhBEeg1VwUlZpUpRw1dCgA4J8vvog3Fi9Oc9nWJlmuttGkN+mtp01mWp1kOUVKmOt+SEJzqbvkJMGJjlDMrklCL4IhugYYleYAABMBHAmzBaIGwAsw5LcBRho8gEzVOC+fVura6t8l9WvEY/OSlKrhqBoJXpZGUJpN3Ebo0gYrJU3ZLpukSPWSjjWAXjcexp+DTRrj8fiYpHsWh66G5ddlH+SezXERh8qW3s8UjzyF+UKY+g0nFlKtNyPznFVOrBpJApn2wmwXZlGQl0QoJ9SuALIRDj72WGucKG2OItXZHAsImnpRwqZqAVJt2b9rl2pD0fLJVk1iI08gfVXNJy5tgtQ8A2VeBOnEIFf/WvuoLlz9Wcy+90hcIwepYTB2vxIYJ5e/wEh/H8HYAYn8whwapGSFRLm2SSnqmLJJ1HLhIe+H7R65FmdyoUT3TOuv2nOUxKcRvU2alJA2Nt4eeU+kap8IJoC9r2paECIfIiI+hnjZ8vnL4xblyS6cIOWCjJyptHGrHdMWIP21TFDS8fI4ckmKeUmEXRErly7FGZ/9LMZPmYLPXnstnrj//rTrtknKRSAuwouiYrXlEyZZ0J7IpqYmdVKQ323ko7XNNnFmoy61SQLaZGgjSk11Kp0t+EKC1J+kFu2J1AtoD4fZ8tAPRhpcAUN+HwLYkgjjZ0zy+vD/NicT2741IJqXXxTY+pom4dsWEK4FBREDP+Da1g9dHqU2UrQRoiRjXp7cA8oXddK5hOerqU45eH6aaUOTKnl/C6C/ZkpKbdyOLONIgiRp1UWo/FlTvDgy9zRSWllGa5CrfNoM69evR2lpKSoqKlBRUYGTTz45ea2urg4zZ87EyJEjMWXKFKxdu7Yda9q+eOEPf0BtbS0AYMxJJ0VOFyBzNRZYPgRJEHHl08w+TeIjV4z8FH7a4E0oROrFpSUirlT5StUNXw3zD4XzCSYuftvuDa1s+YRkux8Q6TjxEWFwmy5E22jDO72LrgfMnj9608AxAD4Ns+l9K4A/AfhfAI/ASIJrYKRAmtTkYJdtlte150/3ld6h14D0d9/xNsjnVohoExi/Jsum+0b9qjHxv0H5NLJ6SacSXr8i5UOQEiTvW7JP8XD5m6BpQvhYkWOD3wPZbmq7LIPX0bWY5XY9fg/5uxF5ns1IvVmEXoisbf6neAfYh8Z9IVKHtZNKtCmR3yfswx22qO/TpztS2gmp2m8pOoVEWFZWhhUrVmSE33333SgvL8dTTz2FZ555Btdddx2WLFly6CvYAbCtthbrly9HLBZDaY8eTglQU7EAbvWWXK1paW1pwtStcsANZq9gknm7VI/8dxRVqU09ylWYGnnIiZqXJ8vX4moOEBSXPpxMSmEmqH0wG93HA+gNY+f7O1LS306kNrrbELby5VKGS33NIVWLts3dUsqSx3XJPHm5NludlDDoWVJ8ckTh32X+YGkIReI/h+secklP1smWVi6+pNZASpW832qSIsR3rr6W9dAWbHLxAWQ+P4Lsa1Ji5e1ySZlyby3VgQiU15MvqsK0UVHRKYjQhoULF+LPf/4zAOD888/Hl7/8ZezcuRNHHHFEO9fs0CNASqVINjYJm6rEFjcbRLXVhanLvnDTTRg7eTIA4M2lS63qPILmjAC4yTMsXJusOOHZVLVafFv9tMVBIQzpFSAlBdJ7/Y6BOeqsGeat7WthvD83w5zvyZ0Q5HPWwm3PwSataXYoIJq2gENzmgnrM5rUL+vAy+LkUyjCw56dlAC1yV8uhng9bO13EY9WvlywStUhlccJX7Nr8/rz9LZtF1odeZ78mra4kdK3tPNxUF62Tf/0HciU0kkrkSt0CiLcuHEjTjjhBJSUlODrX/86LrvsMgBAbW0tysrKkvFisRhqa2sjEaGLBDormphtTUMYCbqkRR7Hlj4qZFpe3ugECa5etgx/vO++tHiuSUyT7sJIUVshS9gmLts9stkE5Qki3PjfjcWj7w0wdsDjYWx/uwG8jpT0tx2pze6aRBFG5uS0wJ1euJrWRdxyMmwJwghBQpMGo5StkSCl1ex5sp3aPQHSJU2eh2bb5JDPR5IqX3DwcvmWGa0P8gWJJCyblCbrRX1JaxdfIPBrNnLkyIYcAZ2keV2ojFxJg0AHIcIZM2Zg48aNGeEXXnghbrvtNmzYsAEDBw5ETU0Nzj33XBx77LGYOnVq5Pyrq6tRXV2d/K1tLs93tESis0kIYWEulRt937J+fYbaxzVZSnuKlNwoH7oWJrnIdNrko6k9ZRxeLr9O7/mj3z2QsvsMhpEAC2D2+b0K4F2YLRB7kXnMmc32p12XExpXw/Lr3HYq89FIMewZ29LJ32ESNsFG2PTc+bPmefDrPL5WR5eEROEUJ2yTvayvjTBd94jycC126DpXA9Pz5PWIQoxxR3xpg+RqSqnCBTLnF81uKwmSL144UfP65AodgggXLVrkvD5w4EAAxlZ44YUX4tVXX8XUqVMRi8VQU1OD4QmbUm1tLYYMGZKRvqqqClVVVcnfPQpyeQs7LrTVZthEEzYhaWnaAtrqnMMmEdomYNvq2ZaGD0qtHCDTFV77zutFNj+apEn9eRCG3I4DcBSMLfAtpKS/bdClP62d/D9B2jypXtyhiEuufLWtkaKUamXfsdmaNclKPmObWk6mk5OtRhr8uUvpn5Mlz1srP8yGqUHru7w8TUKy5Uv11e6zTK+VL8mMLwaiECPvA9L+y6Uy2T/pOpVJ+WhaE0mQvG0FSDnWaJqMXCDKfNeu2LZtW1LVt2fPHixatAgTJkwAAFRWVuLBBx8EADzzzDMYMWIEBgwYECnfeBf8kG2wuLjYuuIOy0NO/rZ4LUEUe9Axo0cDAIqKizM8O6HUj+crbWMUl0/4mjZAkqJm99DaL+Nq6jt63VE3pDxiS2AkwPrE90kATkmkexHAbwEsBPAyzKHXdUh5ZrrgekY8jNpLG59pXyKQ6b1IZMfvO+UlJyzu4Wrz7KXy6eN6xvJZ83RUJs9fposjvRzu0UmelzbvTg6tDZSfzENuEYByL+QH7B7INoKFg8Xn9463zzY2pXQYR8rjlD9Pag8nSHmgRcDykb8pDe9PDTCLPdrCQ3kSuZFTDPcqp3FF7SUPZfJC5XnlAh1CInTh5Zdfxne/+10UFRWhubkZX/rSl3DuuecCAL797W/jsssuw8iRI9GnTx8sWLCgnWvbvuA2Qs1mFgWuFXk2yFbmDgB8+T//EyPLywEAix95JC0PTuRafeTKkqeR4AOW1zUsrU3iknH4SRx8xUyq0AYY9ecJiXgbkDrsegtS6k8OTRqicJtdV3v2LqnMJg3w+PLYMmnHonxk+10reE3tGaZaDUsnSZQTjiQFiq9JKpJ0KR2PLzUDYdKeVi8ZzsPisD9/zbYn+4em4uX3gO6DjfBtEnmAzK05YWOI21z5vZfEB6SfTsWvc7VpSxflEh2eCCsrK1FZWale69evH55++ulDXKOOjyOGDGmx/jxXK6yWqE3LRowAALy+dClefOKJZLhUafHJTFMByXAtH/6bEEUFZpvUuPu3VDGVJurciNSh1wdg9vmthXnB7c5EGNXBZZ+SddLsYDzcNpkTwhZLXKVH+XCClwQnCYJPYCUijk21qdVBLmA4ZP3lpM/vgW0xxe8dj6ORCydDKaXx58/DqC42ZxC5oLG1Wd6rAJnlUb42YuZSJpBa4JB0JiVyjURtJKvtLZTXeH14vWV7tW0VUnrPxZzV4YnQIzo2f/ghAOCEqVNx9iWX4C+PPZZ2PQo55mqFJRGlsxYlVLt7t21T66pNYPKMRltczf7hUoXx/zaJSUp8FEYTGhFgHMBImD2AH8M4v6yF2QaxB/qpLzJPCVt87b5p5Ket7m3XNClS1k3bExgX/4H0SZKXJ9uoqXajEKDLVsyvS3KS0olMY1t8cAk5jBCpHQR5TRJWYPnO66ndbyhhvF2yHIon7aphZgnbwlOq5zVzBoH3L14net6a3VFbiLUWHd5G2FaQ+u6u8Km+5Ra8s2oVAOCMhBQtpQA+6cnf2d4fFzR7TZi9cUDijROk2tXKaBYfV/nSDiPTcrsKt/vx/xI0CLnKj8cvhtn2QHUYC2BaIt5zMKe+/BnAKpjTYOqRbpPT2u2y5VJdIi00RN15m2zSIr+m1Y/bl7RJy2bv423R2qtBuw/83lF9ZftsKjRKx/Mh+6HsG65+T2XyZ2IjE56PNga4pMz7qDxJhtdTs/9q0O4TJ2Pel6T9k+pGJ9DQ6TNyfPPTYOgDpNsAwxbbVE9pr6Y6yHuTC3iJsIvho3XrMCrhTORSJWkryairolxIllylEgdwyfXXo/zEEwEAq5YuTcZzSSuazcW2YtXKlpKITcUo8+X2GAovgbEBNiT+jwPQF0bqWwrz1gdSf7ocM3j5LmirepfkyKUUgu15y0lVWxxoz8SlznWVqanDeBlhfUmm17x5wcJ43vRdU5nyfKPeuyh1tKlCZVytLK521qRX0kjIBYmmHuX3ib9OiaTbEhEWIP2eBkgd5EB5EKHELWkI3CmG6uhS/3L1thzXXjXqkQEu7cmJydZhbJNF1LKySUPppLptwrRpAIA3ly3Do2wjvWbPc01I2lECGlGGqc5sA1TmR/sBG2E8QSck/n8IYDGM1+fHSPf6tEkV2jUb+Wh11iZrl8rRNuFGUcVq9dLUfpJUo2yhkOEuYtQWdLBcl2pFrVw5VjhB8onbNqYkmcr+ZFPBculKwmaf01SGWnwudVO7G0U6Tp5cUuSLNk6WFC7fj0jhmo1RkrF2Wgxdo7qFkWOukLdE2Fa2sPaGtoWCd8YonSdscokqYYal4emo3jsSB4drq12tLE3qs6XT8tQmE9skydWh3ZEiwN4wNsASGM/PFTBEuAe6+karnzZhR1FBu/JxPQeXPUlLI+9dmDrTRRQ8DzmhUxqbOlPWRZKjlLJ4PTSJgp61JlXTpB9GOtpCS/Yfeb+k1OoqwzXeZD1kvlJ1L8um39x2y1WSsn5EmHxLCJGYlAqBFOFKCZMfFl6AdGKU6k/eHhcxtgZ5S4RdFdoxay4pAMgcVBJy8oyq9swGx44ZAyBVbznBcPUcl3ol5OQh6+Jy1tCcHSguxaf9gM0wBHgczAB+F8butx5m+4NrT5esO7fPaW2xpbPF0+6PJi246ibJROblkpJ5OZrNUMaR0BZstr4npUYgkxz5d5mvVCNKlaNN7c7HjCaxaXXUCFFqRzT1ri1fSq+RsqYKl/WW5ciypZlBqjk5UZFkSOpSisvtjlLq42+aIfsnWDopTfLrWh9sDTwRdlGUdOsWSZqwTcIE24BywSVZaLj5/vsxbPRoHDxwAA/dfrsqfcgJi+cnbVi8nCbYy+UEaLNF0uRNr45phjn789hEOCfAfZZ6hsH2nKKSI8/D9jxdamwuOfDrtjw11bYmaUrSk2Tkkk61hYgmBXI7lCwz6kTpkiJ5PaKU41IPA2aC1wiR8rd5m7rGoFY+T8/TSamLly3VpVQuXxzwviKJsVGEETEeRIqk6bAFToyUhp+524xM+yPVgTsLxWG8s1uLvCTClqicOgsONpjuc8KnPoXDBw7Eru3bk9eiqBo5wkgyW9gmyd79+gEAXn/hBawX75TUbHYckgSpHG3Frqn4tImU2s1PhSEJ8FiYQfkegJUwb37fj2j2v7AwTVqICtvKn665nqNt8rapQjXVrbYdwUVSHNpEziV/2wZ1bS9jmHSmQbs3fMKXhCYJUhKFlhell6rKKIQoF2qyvprd1SbZygUPtZP7FFB6mYdUocr0RFhU30YRTveNCIykRTrZiMI5afJ689NkCpH57tLWIJfSpUcHwJP/8z+INzej32GH4cvz5qVd07YOuCbbIOQD8d2WRkOcfWIjRwIADtbXq2ltRCInaj75cshBRXlrG3Np0HaHcXophNkOMQHAcBjb30KYl+C+BXP8mXzZsESU+8Hb1JIFiO2+SdKK+lxcdZNhsg6cMLiji7ZdRaKQfbQj2ng+0oWebw/RyIfXm0O7L9J5JY709sWV+GHt423jdXEtUKU60aa90PLQ6iS3JHAS4/nwenJSo2uUFzmBcfUs2f+ATJUphfMzd+klvqS9oRfvNsNsL6Ij1egaP6HpE6XdLUFeSoRdGSuWLsU/XngBp5x9NvoefniLVsg28FU6LN81KcI1+V95880YU1EBAPjb00+n2Tk0FZ5Wtqwj/2+zb8rJiL8IlwZhKYwE2B2GAN9M/N+H9InOtbrXIONpqkj+35U2m3JknrZ6hOXpkjJ4vnyClPsuXepVsLg2tSNN5AXKNZ4XPxRc5mm7vzYpl8eRmgawMH5ftO9A5r3jfcDm4MMlRCCzv7hUzZpEr5XD48i6UJjcdkH142pRLkXGWZimRuVqzzgM8QHpZ+ES8dazdHyfYmuRt0SYS4+jjoY9u3ap4VHa7BpMtjhR0tgwcuJEAMDyv/8dzzz8sDrhEKLaHl1qUh6/SPk0w5DhSBiJsBYpAiQnGBdcRGNDFJWojRyzVfFHIT9bHPmcNXWorY62uC7icfWrMNK2Oce4FlMkEWnlarY3SuMaB7IPS7hsblqZmnOLdv8kJOlJW6SEJEHKn9fRRopxEY9rBaQdkqtLeT42YuyGdIn0ILyN0CMEWmcOQxQyk3FcDikuFAIYkniF1o6aGjVOmOSnre5dqiMamPyEFfICLYKRAPvBvPn9JaTe/sAHfJg6uS1gI6cwO56W1pWvTMvjaJOwlLQ1yPw04pDaA5s0lu1iK5v+72qnK40mYVF6m10RLFy2zyXhSVKUccP6gEwjf3Np0yV9SrKj+pD0J1/PBGSSomZzpPg2D1LukUp2wlzAE2EXRBHbS9iSSYSvUlsan4fZJpPLb7oJ4xNvpF+xdGkkic9lTwEyJw2+yuc2QG7oB8yLcA+HefP760hthNc26OcKUcjKpnbNhsCyVbHa1GT8uuagwaGRnIyv9Q+XpMifIX/eUaTclpgIeDt5vlFU95Se4kkVI0EjM0mA/DxT2Q7Z73kdNJJxSeBhxCrfUWmTAClvqRKV2hnp7KTVF0gnRalizdX4zFsi7MqqUdqLd/Sxx4ZOWBpyteoOm3DGJEhwlThNxpWHtFHxiRNIHyx8wNBqlEuHADAEwECYze+vwHiD7kLma5DaAmGEQ3GiqkVd5Bhmf2yplGuzDdvsg1qbXSRlsyly9TZd11SSWt1t9kTKm9JL2FSQhSJcTuSyDH7PtIWBTRWsnbAjCYuPRU3FKhcRFK6RIpDZTu5ExPOyqXRttkIg5SXKtTTUFhspctKl67lArvLx6ED46x//CAAYW1GBr86bl7EalJ9cIS4+No81+n1s4iW8m9evt9ZFroJp8JG9gdst5AtQacDKV7kAwJEAxsA4wrwB4FkAy2AOwib1S1upOW2wlcfVhvK5FSBzQpVppTQXlk/YokmLw/Pj16UKjD8jmQ7I7EP8GWqHWXPP30IRX2sX7z8Qecn8tLSyvVp6Uu1J70wOSTCaBAYRJuvt0tzIxYWU1GQ4z1+7H7wN/Bp/Rnys8vL4s5f3n55rHKkDvaV6Vd5PKXnmAnlLhDZS6AqfRY89hn++8goAYNjxx2cMIDmww/KD+B/1Q2XJcgHgGz/8IUYlXsL71C9/mYyjTQR8kPET9+maXIVrEzkNwn4wBNgf5mW4iwH8HcBGGMP7oSa/1kIjoGykf5mHlpeNBGzl2fIhUuRONbIfSvAJ1zXpa9fkRE8Iu0eS1LJdMGgLv2Zkvs2eEynVl2/z4fW1gUthGnFp0q9me+QLDNlmykfOIxBptDAen5Miv3+c4GhbBSc/ui+SMF3OQdkib1WjXR27t24FkDrDk8OmetGgkWHUtK40x40dCwD459KleGXx4oyVqbSjyPKkrUCmk3ac7gCOhhloH8G8DWIzjEeaprI7lHDd+2ygxbepB7PNyzbxB45rtjrZFkkyvraw0dISNPswkG5jawlIQtHuiQtSyuNqYKl+5JvXpVOJrIsWLgmRh9mcfzR1rXavqF6aCUQ+I+0e8QWQzZ+Ak6KsKx+fUpvgbYQeTjQm7ISNiXf7hSEsTmtWXnJyGxSLofyUUwAAG99/H4B98IKFa/YXKRlKIiyGIcBeMGrPd2GkPzoNpiNIgK46aCSQq7xbm09UNaotH430aNWvlRlGxhzaRK6dRGMrh6e1wUXKNrWlRipSMiRSpLx5HTQ7Ia+/JERJdi5vXF4XbgOUY1OrOydE2zPmCwNuL7TZbG17ELkEmSsC6zCq0QMHDuDcc89F//79cc4556Rdq6urw8yZMzFy5EhMmTIFa9kxXI8++ihGjRqF4447DnPnzo1UVluqJTvKh9Cvf/9I9yQMtnK0Uz7kR+bzjR/9CP0OOwzr33kH37vqqrTr8uWd3D7EBxJvp7QBUppBMIdiH4Sx/5EzTB1Sp8G0N8LIRHum2aRvKaKoWV39TsbT8tVUo9JLU1Pha3V1lU9qNmlnkntINalG2ix5vXj7tLILlY+mFtUIWToJSdMAL4PbxTnJcZNCXKm3Jj1K+yCQbsfjKtK4Ekb3NhtpWVPFyhf4Bki9nJjK4FJ1a9FhiLC4uBi33HILfv3rX2dcu/vuu1FeXo53330Xt99+O6677joAwJ49e3DTTTfhxRdfxLp167BkyRK8+OKLh7rqHRL79uwBAJxy9tkYe+KJGYM5G8jJwJaXNvC1DjY88aaJ9956KyN/yodsAlxlIu1L/PimAKmTKA5D6kzQN2FejPs2Ut6gHYEACXwCaImNz5a+teQoyS1qvho5SiJrCamHle8iTJ6WJl7+pneKQ/1HvuGeg9v+XPWW40MSlKynRiiSJPm9lI5nElQnPg65zdMG7Yg6Siftiy5C54QYlRSpXbydMm8uFZLNNRfoMERYUlKCM888E7179864tnDhQsyZMwcAcP755+Odd97Bzp078eyzz+KMM87A4MGDUVxcjNmzZ2PhwoWRynNN7l3hc+cNN6C2thaFhYW44sYbI7ddk+jCJrBs7unXf/ADjBo/HgDw5Pz5aflK8uSrRSA1WfHJII4UcfYCUAbzZvgPYZxg3gKwDeZopo6iCrVBW1W3hBQ7EjHytAQuwUWVKrMBJ70o9eb9nmsZbAs5nk6mlfWX0pWsg4tAwwhRk4QDEY9Deo8G7DuNJalpsd0HKeFSfjYpkdodBlk/2/2U8VuLDkOELtTW1qKsrCz5OxaLoba2NiN86NChqLGcUJJvaDh4EG+99hoAoLCw0DnxhE2guZpMAWDCqacCAP7x0kv425//nLZyJXD1KLfvkPRHg4SOXCqFUYMeAWAHgH/CvBy3o9kCs0GUZxI1fWskzpbUL0raqHmHqRxt+XKVuiaR2uqgEZdLuxFWf1vetji2dtkIUcYB7AQrv1Nd4iy+jRRlfprEaZMSeZ2jQto2bc9Mk4ZbgkPqLDNjxgxs3LgxI/zCCy/EHXfckXV+QRDt1lZXV6O6ujr5O1fidEdHPB7eTaJMqC0un30vBHDGBRfgpNNPBwC8+eqrGatyHpf+8wEKpKuwCmG2Q/SFsfu9A+MQU4fUXsCuApc6MUo8GS5tXDI823unxY+aV0FIHHnN5vABpPqRzVPSRiTaOJDqOP5dG1laH3bddyhxeJm2+6fVi6PZcU2mk/dLjjmtvoWW+Fqd+f0Pq3eUOGHPrKU4pES4aNGiFqWLxWKoqanB8MS5lLW1tRgyZAjKysqwatWqZLwNGzYgFotlpK+qqkJVVVXyd2lBQZeaJG2grRNHDBpkjaMNwlyCd+hZ114LAHhn9Wr81y23ZMTlg0Z63dEKvzgRrwfMXsBGAO/DSH97kHoJaD48XyB8oo1CjFoaG1FmA1vdZLgsL0qZXK3H89aIUcaR37m6UYMcF9QXeT1kHI0UwxZ+PD8ioZaQBice23iS8bmUSGE2UpPSZcCuaf2Kt4Uvenj9tLrLMIlcjvFOoRqtrKzEgw8+CAB45plnMGLECAwYMADnnXcelixZgs2bN6OpqQkPP/wwKisr27m2HQebP/oIAHDSaafhxDPPDLXf5QLa6hkwWyYmJLZMvPXGGxkDRk4SfH8QqUDJkeEIAH1gpL/VANbBnBF6AJ1TDZpLtMTeJtPY1GCtVau66hSmCo6at3Qi4SpSG7JtF7eLUXpuS9PIWKpE5XUNNnUopecqSQ02ux7lRdDGDFeNUvsorsxLqlW5alV+J5NHATJfrGt7Dq55KlfzVkEQVb94CDBhwgRs3rwZe/fuxYABA3DXXXfh8ssvx549e3DZZZdh3bp16NOnDxYsWIBx48YBAH73u9/htttuQzwex+c+9znceeedoeWUFhTgmLZuTAfBEytW4Pjx4/HMY4/hm1/4QpuW5VLf/fT3v8eMiy7C+nfewWfGjlU7vAwj4iM7T08Yh5h9MJvhtye+dzRP0K6KtlSj56JMl4rVpiLNBmHp+XVN+nVJOTaJVsbRrvN7lK1kwyU6IH0hoqk35XsluQRny0cDJ1FaRHBNDs+Hl6VJ50eNGYM1a9ZYSoqGDrWhnqs5Ofr164enn35avTZr1izMmjWrLavVqfH+2rU4PuGlKdGW5MEHQLfSUow7+WQAwFvLl6eVLVVUNOj4Kr4Yxg7YDGADgC0w7wakcwk9CR4auO6zXM3nwu6YbZlh+Uibl6Z+J2gOHmG2SW2Sdv2W9eNluOx/8jofS9l6VMqTZGyESJIgV2cWiTDNnm9TwfN7KQmX0nGJnscDUs+uUzrLeBx60CuZioqLDylh8LLunD8fsVgMWzZuxA/FVg6pCpP7uPrAqFB2AdgEYDc6x1aIfENUZxx+rTUONjJOgfhvi2dzTAkjMkmMGqly8PyyldI4MfH8ucSl5S3V2lHKD0QcSYgQv7UFhUbAnMxkeXIBw8ldOjnJfGxHz7UWeUmE2dhPOjvolUzHjhoVGjdsdWUbUK503UtLk1sm3vzHP7Br+/aMvLh6hAZVDxg16AEANTDbIj6BV4N2JLhISyO/wHGNwm0qtajOM1paGynbpLConqewhGWz1cIFjfgof14uVzNq909zSuHXeL5cSpakJfPWiJbGL9fuFCDzXvI4dGqNjKPdf77hnkuhrUWncJbxaDkeue8+xONxjBo3Drf85CetcpZpSbr/fPBBxGIxbK6txX8mTgTiINUH927rByMFboLZErERRhXqSbBjQS4oXZOS67nZ8tGcfqI40LichWxOONyxg+A62ciFbMaUrT2u+yUdaLgzDuUp2y/rxFW8hSIORBzuNKPZYbW2crIkxzcqS54ew6U97pTD29gs4hGZ+kO3W4lc6ZY7Ov65dCn+vmQJpp59tnMbhQ2tuU/dS0sxObFvcPWyZUlpEEgNKj4Ie8K8JWIPjCPMbng1aGdCW9gFXQQRhTzCiNpFqJIUWzIWwpxqwuqnXZeqXOm9qUm9YSpTl8SrEasm1WvqUV62VG8SeXNNkPRS1fKUzyUXyFsizCfsrasDYOyEUQZzmMdXVPz3o48mTwG69eqrAWSqM+Iw0l9vGOeXDTD2QK8G7dxoK2cZl0OOyy7Jw6LYLyVyuXC22e60umiEYNtCQNIWJ0x+72XbtHpwNapNOtQgw6W62UbE3FmHqzzlb5lOUxm3BnlLhPkiEQKpVzINGTYs45o2OeRC7z70uONw0hlnAABef/FF7K+rU/XwvWAGw04YOyB5g+bL6T/5gFwuZmy2R9mPNXuZtFFq5Oly4CFoRCHh2t9HcNnugMxzdmX5Mi9JbC4PVKkOLUQmCbaEEDm4t6lWjzAHG74IkKTYLOK0Ft5GmAf461NPAQDKJ01C1a23ZkwcfDLJ1eeHv/wlevXqhQ/XrcPc2bMz6sSlwFqkJEFShXp4RIGckF19Gyycx5XxNZUr//DD3jXHGOktaYsHuO2Jco+eLN9VhmZfs7WhiOWhlS2vAeF2WgnNBivrw18xRcRMv/kb6vm973Jvn/BoOzz5m9/g9cQB3GMmTkyGc0O7hBz82eCCSy7BiVOnAgCef/LJtGsFMB6hxTAS4Ecw+wL3o+O8I9Cj80MjOH5Ni88RxSFHOtDQ5Mxd/CVxFSofgo0UtUlay5s7wmjkzOsaRzoBxZEuTUtnmrYkRFsckgIDpA7ip/tLtsJcEVjeqkbzbcLdvGEDcPLJye0UhKiqjqj3qwDANd/+NgDg7VWr8JNbbkmWUQzjDLMfRhW6B14N6tG2sDmjRLUhRhkfdE3bcC8lIG3/oXZuqY14XOVrDitg1wicDLlKtAmZJErpwvbvkbTGr7uISpOabfE4pCSbq+0TeUuE+YrjRo9u00XA9bfeivGTJgEAfvnjHyc7ag+YTr0VRgXqzwX1IGgu+W2BqA48WrwwQpTXNYlHm7Q1MmjppnFJ5DbJUpK1tAtqb53gDipa/bgdj65p9kZbfaUjjKvtlFejI062yEvVaK7tYZ3h84df/hIAMKa8HDf/8IcZ90SqV7T9gmEfALjoiisAAK+/+iqe/s1vUARDgp/AbIzfAnM+qFeDehCkCrO1q/xs9hqGQZoHXPsQNYkySv4EGkfyQG9bW2zhtrbx/DUVJXc8kXlwe53WVinZSvWqDdx2KcsJQ64OLqC8PPIAf1u8GK8tXQoAKBs+XCUxgs1wzzue7DiFAB55/nkMPe44bNm4ETdWVqIUZjBsgyHB3TCvSfIE6KGBk05rSDFX+bjyJYQ519ggT4PR4nNSlETMy5HkLK9r5WrONBoBaYTIbZHyGpB+QAavjzav2MjX5rvQVshb1Wg+bZ8gbNu0CUDqPYVA5kCJuo9KDpozL7gAp3760wCA5//4R+zfvh374PcEerQMrn6ZTT/S1JyuciheWBk2MpTpbOVLSYwTkyt+mIpRxnEtcnmeRKiuPY6u+ktVKIFskAUwnuKccKlcXncpbbrsiLl0lvESYR6h/sABAMDJp5+OQbGYupoEMleBUs3KSZA66k133AHAOMjc+Y1vYAvMq5JoX6AnQY/WQJPyWpOHTd0JJTxqvpQmSvkccoM5dwJxSWS2/Lk3q81DVZbPVaaBpQyblCtVrLw83jZSgxbBkCKQvgDQFhGutueSvDwR5hFuv/FG1NbWom///viPxHsbJcG5zvgj8E5TBOBnCxZgTHk5AOCum2/GRvg9gR5tBxeJtSY/uTCMakeU+WRjo9Qmeiltafloewm1MrQXFWvk6FKZ8jJc90XGldIltyOSQ452co7WDiqPCDXXGr28VY3mo4RSV1eHtcuXIxaLobR7d2tn0jbWStDq7uRp0/BvifdBLnrqKTy2eLGXAD0OGWyqxJb2v5aoUqPk4Uon1Y4ctjFqU1NqR5pxItFOerGpNrnqUivDVm9NNSrBCZATIlebShA529reGuQtEeYr6uvrAQBDjjlGvR5GfECq4xYB+P5996GgoADr1q7FZz77WS8BerQbcr34cuXnsiPa1JpRtmy01qnHtfGdl8NNHNy2yElJmke404s8ko3yKRTXNdVogfjOCZhUply1K8FJPVf7CPNWNdqS7QFd4bPk2WcBABNPOAHX33yz875wtUoRgG6JTwlMZ7znkUcwOqES/fdvftOToEenREtUqy7isnlzaipdW9rWkLomhdnUybxe0k5IcXkeBI2kOLlyAuTkqJFss0hHBFciym+phB4FHYYIDxw4gHPPPRf9+/fHOeeck3Zt3rx5GDx4MCoqKlBRUYHvf//7yWsvvPACxo0bhxEjRmDOnDlobvbTsQuPPfwwlv397wDMcWtaR6IO2w1GZUCnTuwHUAfgYwATzjwTF37+8wCAhQsXYtHixW1feQ+PNkBLbI5RVZ428otCdi0lxTj7H8XphROiTCdn0yiOOzx/LQ53CuL3hi8gqOxAiZvLE2V4nToEiouLccstt+DXv/61er2qqgorVqzAihUrMHfuXABAPB7HnDlz8Nhjj+G9995DXV2dNb2HQQBg++bNAICBgwYlVRP80wiz5WEPjNMLffbAeIF+AuAnv/gFAGDNmjX4fIIQPTw6O6KST1SnGC1fzVM7LI/WSImaE44GWQdb/ChOPkBmfTUNFX8Zr01yJomxgP2m+9jl3kdYUlKCM888Ey+88ELkNMuWLcPRRx+NsWPHAgCuvvpqVFdXY7bytgOO1qoeOjs2fvQRAOCU007DV2+6CWvWrsWBxsY01QiQ7kHGceedd2LEiBHYuXMnrkicJOPhkW9oqaOOvG5T/7WFLVGTzsLys6XRnGWkjVLeI+mQoznWaPdA29oSIHfHrHUYIgzD//zP/+DRRx/Fcccdh7vvvhsjR45EbW0tysrKknGGDh2KmpqajLTV1dWorq5O/s5nEgSA/++mm3DW+efjuFGjcMtddwEAgiD8rhQUFCAIAhQUmG55xBFH4Mknn8SJJ56I7ezt8x4e+YbWeJtKpxQtH5k+rLyokMSV7aZ8no7bJjVpUp5jqu0z5OBEa2t/p3wf4YwZMzB+/PiMz6233upMd+211+L999/HqlWrMGvWLMycORNAtMkbMGrVNWvWJD/ktZTPn69+4QtoamqKfA+J/IgMAXP/Y7EYfv7zn0fKw8MjHxAoH0BXiWqQdsQwNWwuHGykg5zce0jHpmmnu8SRcpQJRDz+nZfBHWvomowvHWukKtnluZstDqlEuGjRohalGzRoUPL75z//edxwww3YuXMnysrK0iTADRs2IBaLtbqe+YDVK1fi/JNPxoCjjkJJSQkaGzOVDNQhp//bv+GLX/kKAOCBBx7Ak4l3DM6dOxfTpk07VFX28OjU0BxUtGuaOtAlAbrSthScmOTb4G1vn6D4jUh/WwWF2/InkP1P1l2+4imKo1K26BSq0U2bNuHoo48GACxZsgQlJSU4/PDDMWXKFNTW1mLNmjUYO3YsHnroIVRWVrZzbTsPVq9cGSneMaNGJb+vXbsWixMeol/60pcAIOMdhx4eHm5EIUUZRwunazLvXKhOJXnZ9h0C6V6dvB7a+xe1vCm+lpZIU96jXHqOdiginDBhAjZv3oy9e/ciFovhrrvuwuWXX46bb74Zy5cvR1FREfr06YM//vGPKCgoQFFRER588EFcfPHFOHjwID796U9Hdt7Idzuhh4dHx0C2pOhKT3mEwXbiC4dmC+Tl8et8S4MkRS7JaZKgRBSbaa63T3QoIly1apUa/qtf/cqa5qyzzsKaNWvaqkoeAIrY2yqKle88zMMjn9FatV02pGYrI0oeYSSoxdc20FP+2tFo2mk2QPrxajZCdEm5easabQtk2xHyGVz1qX33qlEPDwNNgmnNhO1ScbpshVHzAHTpUL5dnu8TtBEiRBy51YG+k8pTlqHlqe2zzJUdlCNvidDDw8OjLWGz8eUiPw5JFlHUqJxEJMHZSC/KFgPKn5OdRoiyXP7dZg+NevhAS+CJ0CMU3p7q4dE6tOUYiuqNGgabVCi/87hhtj4bIdryshEi0DaSICEviTDfT5bJFppdkH/3NkIPj46BKCpF+d1GLDaysxGXC3I7hra9QuYVZnf0qlGPQ4pGbyP08OhUCFMpZkOK0ntUkxRdji9aXtrRarb8pN0xalnZIG+J0DvLeHh45AOikmIUCcu2pSLqdghZhiRBuXmfvgdomSQaFXlLhF41Gh3+Xnl4dA20BSlqZGST2mT+nFg1QpTqU7lVI1cCTd4SoZcIo8PbCD08uh400pOvQZLXNdg8TF3ON669jtrcLN9wn0sSBPKUCOWBrx5uNHgboYdHl0WYxkcjLdc2DBtsBBdWB3kiTQD9PNPWIG+J0E/d0eEXDR4eHgSbo40N2rsECZoK1AWuFs3lvJSXRAjk7oWO+QCvRvbw8GgpXO9SdIW5kOvFed4SoXcAiQ5vI/Tw8OjKOKQv5vXonPBnjXp4eHRleCL08PDw8MhreCL08PDw8MhreCL0CIW3EXp4eHRleCL0CIW3EXp4eHRldBgifO655zBlyhSMHz8eEydOxO9///vktbq6OsycORMjR47ElClTsHbt2uS1Rx99FKNGjcJxxx2HuXPntkfVPTw8PDw6MToMEQ4YMABPPPEEVq9ejf/3//4fvv71r2P79u0AgLvvvhvl5eV49913cfvtt+O6664DAOzZswc33XQTXnzxRaxbtw5LlizBiy++2J7N6JLwqlEPD4+ujA5DhJMmTUIsFgMAHH300TjqqKOwZcsWAMDChQsxZ84cAMD555+Pd955Bzt37sSzzz6LM844A4MHD0ZxcTFmz56NhQsXtlsbuiq8atTDw6Mro8MQIcfSpUuxf/9+jBkzBgBQW1uLsrKy5PVYLIba2tqM8KFDh6KmpuaQ19fDw8PDo/PikOq0ZsyYgY0bN2aEX3jhhbjjjjsAABs2bMAVV1yBBQsWhKrcgiDa+TDV1dWorq5O/i4uLsbIkSOzqHnnwMcff4zDDjss5/k+//zzKC8vT/6mBcrtt9+O22+/PS0s12irNrUnfJs6B3ybOgc++OCDVudxSIlw0aJFzuvbtm3Deeedhx//+MeYNm1aMjwWi6GmpgbDhw8HYCTEIUOGoKysDKtWrUrG27BhQ1K9ylFVVYWqqqrk77Fjx2LNmjWtbU6HQ1dsl29T54BvU+dAV21Ta9FhVKN1dXU477zz8K1vfQuVlZVp1yorK/Hggw8CAJ555hmMGDECAwYMwHnnnYclS5Zg8+bNaGpqwsMPP5yR1sPDw8PDw4UOQ4T//d//jbVr1+JnP/sZKioqUFFRgVdeeQUA8O1vfxurVq3CyJEjceutt+LnP/85AKBfv3740Y9+hE996lM4/vjj8elPfxpnnnlmezbDw8PDw6OTocP4vc+dO9e6D7Bfv354+umn1WuzZs3CrFmzsiqLq0m7Erpiu3ybOgd8mzoHfJt0FARRPU48PDw8PDy6IDqMatTDw8PDw6M90KWJ8MCBAzj33HPRv39/nHPOOWnXutKxbS+88ALGjRuHESNGYM6cOWhuzvX7m9sGN9xwA2KxWMY2mZtvvhkjRozAqFGj0g5IWL16NSZPnoyRI0fiwgsvxL59+w51lUNRU1ODs88+G2PGjMG4cePwne98J3mtM7dr+vTpqKioQHl5OS6++GLU1dUB6NxtIlRVVaX1wc7cpmHDhmHcuHFJP4s333wTQOdu0/79+zF79mwcf/zxGD16NB544AEAOW5T0IXR0NAQ/PWvfw2eeuqp4Oyzz067Nnfu3OA73/lOEARB8Oc//zk444wzgiAIgt27dwdlZWXBpk2bgsbGxuDUU08NXnjhhUNe96hobm4OjjvuuOCtt94KgiAILrnkkmD+/PntXKtoeOmll4LNmzcHRUVFybDnnnsuOP3004OmpqagtrY2KCsrC/bu3RsEQRBMmzYtWLRoURAEQfCtb30rmDdvXrvU24VNmzYFy5YtC4IgCA4ePBicdtppwRNPPNHp27V79+7k9xtuuCH43ve+1+nbFARB8Le//S344he/mOyDnb1NxxxzTFBTU5MW1tnb9JWvfCX44Q9/GARBEMTj8WDr1q05b1OXJkLCkiVLMohw9OjRwfvvv5/8ffTRRwc7duwIfve73wVXXHFFMvz+++8Pvva1rx2yumaLv//978Hpp5+e/P3ss88GM2fObMcaZQ9OhNdee23w0EMPJX/PmjUrWLhwYbBly5agrKwsGf72228H5eXlh7SeLcHXvva14L/+67+6TLuam5uDr3zlK8G8efM6fZvq6+uDqVOnBtu2bUv2wc7eJo0IO3Ob6urqgsGDBweNjY1p4bluU5dWjbrQVY5t62z1DYOtPZ2xnbt27cITTzyBc889t0u067Of/SyOPPJIrFu3Dt/85jc7fZtuv/12XH311Rg4cGAyrLO3CQBmzpyJiooKzJ07F42NjZ26TR988AGOOuooXH/99TjhhBPw2c9+Fh999FHO29TpiXDGjBkYP358xufWW29tUX5BJ3Oi7Wz1DYOtPZ2tnQ0NDbj44otxww03YPTo0V2iXY8//jg2bdqEWCyGP/zhD526TatWrcJrr72GL33pS2nhnblNAPDSSy9h+fLlWLp0KdatW4cf//jHnbpNTU1NWLFiBS6++GK88cYbmDlzJq666qqct6nTE+GiRYuwevXqjA+dXWoDHdtG4Me28XDbsW0dBZ2tvmGwtUc+r47czubmZlx66aWoqKjAN7/5TQBdo10A0K1bN8yaNQuPP/54p27T0qVLsWbNGhx77LEYNmwYmpubMWzYMAwcOLDTtglAUhrq1asX5syZg1deeaVTP6dYLIYjjjgi6ew4a9YsvP766zlvU6cnwpaiqxzbNmXKFNTW1ibPD3zooYc6dH3DUFlZifnz56O5uRkbN27Eyy+/jOnTp2PQoEEoKyvD4sWLAXTsdl5zzTXo06cP7rnnnmRYZ27X3r17sXnzZgBAPB7Hn/70J4wbN65Tt+mrX/0qNm3ahPXr12P9+vUoKirC+vXrcemll3baNu3fvz/pzdvc3IyFCxdiwoQJnfo5HXXUURg3bhzeeOMNAOYF7m3S91pjyOwMKC8vDwYMGBCUlpYGQ4YMCRYsWBAEgfGCu+CCC4IRI0YEkyZNClavXp1M89vf/jYYMWJEMHz48ODmm29ur6pHxvPPPx+MGTMmGD58ePClL30pw7DcUXHNNdcEQ4YMCQAEQ4YMCa677rogCIyn1/Dhw4MRI0YEjz76aDL+ypUrg4qKimDEiBHBzJkzg7q6uvaquhUvv/xyACAYP358MHHixGDixInBz372syAIOm+7Nm7cGEyZMiUoLy8Pxo0bF1x11VXB/v37gyDovG2S4A5bnbVN77//fjBx4sSgvLw8GDt2bHD11Vd3ief01ltvBaecckpQXl4enH766cGaNWuCIMhtm/zJMh4eHh4eeY28VY16eHh4eHgAngg9PDw8PPIcngg9PDw8PPIangg9PDw8PPIangg9PDw8PPIangg9PDw8PPIangg9PDw8PPIangg9PDw8PPIangg9PDoxGhoaMG3aNHzyySc5yW/fvn2YNm0ampqacpKfh0dngCdCD49OjAULFmD69Ono2bNnTvLr3bs3zjrrLDzyyCM5yc/DozPAE6GHRwfFn/70J1RUVKCiogLl5eUoKCjAnj170uI8/PDDuPjii5O///Vf/xVLly5N/i4rK8PevXsBAFdeeSWuvfZanHHGGRgyZAj+8Ic/4LbbbsPkyZMxbtw4bNu2DQBw0UUX4eGHHz4ELfTw6BjwROjh0UHxmc98BitWrMCKFSswffp0XHfddejXr1/yemNjI958802MHTs2GbZy5UpMnDgRALB9+3Z0794dffr0SV7r168fXnjhBfziF7/AnDlzMGPGDLz++uuYPHkynnvuOQBAeXk53njjDTQ3Nx/C1np4tB+K27sCHh4ebsyfPx8rVqzAokWL0sJ37NiBvn37oqCgAACwbds29OjRA7179wYArFixIkmKjY2NWL9+PebNm5dMf+655+K0005L/iaSLSoqQq9evbBr1660t7d7eHRVeInQw6MD45VXXsGPfvQjPPbYYyguTl+39ujRA/X19cnfy5cvR0VFRfL3smXLkr/Xrl2LsWPHokePHgAMSU6dOjUZd+XKlZgwYULyd319fTKuh0dXhydCD48OipqaGlx55ZV47LHHcPjhh2dc79+/P0pKSpJ2w+XLlyeJcfv27XjooYcwfvx4AIboJk2alEy7fPny5O+GhgZs3boVQ4cOBQDs3LkTffr0SUqWHh5dHZ4IPTw6KP7v//4PO3fuxKWXXpp0miHHF8LMmTPx17/+FYAht9LSUkyYMAFXXnklJk2ahPnz5wMwRMilxRUrViR/r1mzBmPGjElee/755zFz5sw2bZuHR0eCfzGvh0cnxltvvYVbbrkFTz75JEaNGoWXX34ZRx55ZKvyvOCCC3Dvvffi+OOPz1EtPTw6NrxE6OHRiTFu3DhUVlZiz549qK+vbzUJ7tu3D7NmzfIk6JFX8BKhh4eHh0dew0uEHh4eHh55DU+EHh4eHh55DU+EHh4eHh55DU+EHh4eHh55DU+EHh4eHh55DU+EHh4eHh55DU+EHh4eHh55DU+EHh4eHh55jf8frVFhQbC9TYgAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.draw(logarithm=True,\n", " normalize='maximum',\n", " draw_borders=True,\n", " scale='scaled',\n", " edge_matrix=edge_matrix)\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "99b04284-a84d-4562-b909-7460d82b199a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.draw(logarithm=True, normalize='maximum', draw_borders=True, scale='scaled')\n", "plt.ylim(-25, 25)\n", "plt.xlim(325, 425)\n" ] }, { "cell_type": "markdown", "id": "bc9e134a", "metadata": {}, "source": [ "Now, it is possible to perform a filtering for WPM method, but it is necessary to discretize the refractive index, since the computing time in WPM is proportional to the number of refractive indexes at each iteration." ] }, { "cell_type": "code", "execution_count": 16, "id": "f8e30630", "metadata": {}, "outputs": [], "source": [ "u1.discretize_refractive_index(num_layers=8, new_field=False)\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "a73191d9", "metadata": {}, "outputs": [], "source": [ "u1.clear_field()\n", "u1.WPM(verbose=False)\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "4fb6cfeb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.draw(logarithm=True,\n", " normalize='maximum',\n", " draw_borders=True,\n", " scale='scaled',\n", " edge_matrix=edge_matrix)\n" ] }, { "cell_type": "code", "execution_count": 19, "id": "df6e37cd", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u1.draw(logarithm=True, normalize='maximum', draw_borders=True, scale='scaled')\n", "plt.ylim(-25, 25)\n", "plt.xlim(325, 425)\n" ] }, { "cell_type": "markdown", "id": "2f9020f1", "metadata": {}, "source": [ "As a conclusion, WPM and BPM does not produce the same results. The reason is that BPM is developed for low variations in refractive indexes. In this problem we cannot be considered the variation low. [S. Schmidt \"Wave-optical modeling beyond the thin-element-approximation\" Optics Express 24(26) 30188 (2016) http://dx.doi.org/10.1364/OE.24.030188]\n", "\n", "Nevertheless, BPM accepts arbitrary refractive indexes, and the algorithm of WPM is effective when assuming that only a limited number of different refractive indices are present in the problem. [Brenner, Karl-Heinz. \"A high-speed version of the wave propagation method applied to micro-optics.\" 16th Workshop on Information Optics (WIO). IEEE, (2017)]." ] }, { "cell_type": "markdown", "id": "4b4a6e22", "metadata": {}, "source": [] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }