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@thomafred
Created March 18, 2019 12:04
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A simple article on how to compute Pi from the Mandelbrot-set
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pi and the Mandelbrot Fractal Set\n",
"\n",
"I was recently made aware of a beatiful connection between the [Mandelbrot Set](https://en.wikipedia.org/wiki/Mandelbrot_set) and [Pi](https://en.wikipedia.org/wiki/Pi). As response, I decided to replicate this in an environment I am very comfortable with: [The Jupyter Notebook](https://jupyter.org/).\n",
"\n",
"## Quick Introduction\n",
"\n",
"This short article is based on an article from [The world of pi](http://www.pi314.net/eng/mandelbrot.php). To summarize the idea, here is a formal introduction (don't worry, the pretty figures come later):\n",
"\n",
"Let $M$ be the Mandelbrot-set defined as:\n",
"\n",
"\\begin{equation}\\label{eq:mandelbrot_set}\n",
" M = \\left\\{ c \\in \\mathbb{C} \\ \\middle\\vert \\ \\limsup\\limits_{n \\rightarrow \\infty} \\vert z_{n} \\vert < 2.0 \\right\\}\n",
"\\end{equation}\n",
"\n",
"where $z_n$ is the recurrence relation:\n",
"\n",
"\\begin{equation}\\label{eq:mandelbrot_relation}\n",
" z_{n+1} = z_{n}^{2} + c\n",
"\\end{equation}\n",
"\n",
"In short, this means a complex number is part of the Mandelbrot-set if the recurrence relation does not diverge.\n",
"\n",
"Fractals have the annoying property that they have no clearly defined bondary. There are no point where an infinetely small step land you eiter inside or outside the set. For the Mandelbrot-set, this creates an interesting relationship with $\\pi=3.14159265359$.\n",
"\n",
"Enough math, let's do something useful."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import time\n",
"\n",
"from matplotlib import colors\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib\n",
"\n",
"from IPython.core.display import display"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"MANDELBROT_WIDTH = 10\n",
"MANDELBROT_DPI = 72\n",
"\n",
"MANDELBROT_XMIN = -2.25\n",
"MANDELBROT_XMAX = 0.75\n",
"MANDELBROT_XN = 3000 / 2\n",
"\n",
"MANDELBROT_YMIN = -1.25\n",
"MANDELBROT_YMAX = 1.25\n",
"MANDELBROT_YN = 2500 / 2"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plotting the Mandelbrot-set\n",
"\n",
"On a discrete system such as a computer, generating a fractal is always an approximation due to the infinite nature the fractal boundary. This is usually done by mapping screen coordinates $(x, y)$ to a complex number:\n",
"\n",
"\\begin{equation}\n",
" (x, y) \\rightarrow x + i\\cdot y\n",
"\\end{equation}\n",
"\n",
"This is combined with scaling and translation in order achieve the desired result.\n",
"\n",
"Let's start with generating the Mandelbrot-set using numpy and matplotlib (ref: [MatplotLib Gallery](https://matplotlib.org/examples/showcase/mandelbrot.html))"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/lib/python3.7/site-packages/ipykernel_launcher.py:5: DeprecationWarning: object of type <class 'float'> cannot be safely interpreted as an integer.\n",
" \"\"\"\n",
"/usr/lib/python3.7/site-packages/ipykernel_launcher.py:6: DeprecationWarning: object of type <class 'float'> cannot be safely interpreted as an integer.\n",
" \n"
]
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 720x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def mandelbrot_set(Z, C, i):\n",
" return Z[i] ** 2 + C[i]\n",
"\n",
"def generate_mandelbrot_set(xmin, xmax, ymin, ymax, xn, yn, maxiter, horizon=2.0):\n",
" X = np.linspace(xmin, xmax, xn, dtype=np.float32)\n",
" Y = np.linspace(ymin, ymax, yn, dtype=np.float32)\n",
" \n",
" C = X + Y[:, None] * 1j\n",
" N = np.zeros(C.shape, dtype=np.int)\n",
" Z = np.zeros(C.shape, dtype=np.complex64)\n",
" \n",
" for n in range(maxiter):\n",
" I = np.less(np.abs(Z), horizon)\n",
" N[I] = n\n",
" Z[I] = mandelbrot_set(Z, C, I)\n",
" N[N == maxiter - 1] = 0\n",
" return Z, N\n",
"\n",
"def plot_mandelbrot(M, width, height, dpi, xmin, xmax, ymin, ymax):\n",
" fig = plt.figure(figsize=(width, height), dpi=dpi)\n",
" ax = fig.add_axes([0.0, 0.0, 1.0, 1.0], frameon=False, aspect=1)\n",
"\n",
" # Shaded rendering\n",
" light = colors.LightSource(azdeg=315, altdeg=10)\n",
" M = light.shade(M, cmap=plt.cm.hot, vert_exag=1.5,\n",
" norm=colors.PowerNorm(0.3), blend_mode='hsv')\n",
" plt.imshow(M, extent=[xmin, xmax, ymin, ymax], interpolation=\"bicubic\")\n",
" ax.set_xticks([])\n",
" ax.set_yticks([])\n",
"\n",
" text = (\"The Mandelbrot fractal set\")\n",
" ax.text(xmin+.025, ymin+.025, text, color=\"white\", fontsize=12, alpha=0.5)\n",
"\n",
" return ax\n",
"\n",
"xmin, xmax, xn = MANDELBROT_XMIN, MANDELBROT_XMAX, MANDELBROT_XN\n",
"ymin, ymax, yn = MANDELBROT_YMIN, MANDELBROT_YMAX, MANDELBROT_YN\n",
"\n",
"maxiter = 200\n",
"horizon = 2. ** 40\n",
"log_horizon = np.log(np.log(horizon)) / np.log(2)\n",
"Z, N = generate_mandelbrot_set(xmin, xmax, ymin, ymax, xn, yn, maxiter, horizon)\n",
"\n",
"with np.errstate(invalid='ignore'):\n",
" M = np.nan_to_num(N + 1 - np.log(np.log(np.abs(Z))) / np.log(2) + log_horizon)\n",
" \n",
"MANDELBROT_SET = M\n",
"\n",
"plot_mandelbrot(M, MANDELBROT_WIDTH, MANDELBROT_WIDTH * yn / xn, MANDELBROT_DPI,\n",
" MANDELBROT_XMIN, MANDELBROT_XMAX, MANDELBROT_YMIN, MANDELBROT_YMAX)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Taking a walk\n",
"\n",
"The before-mentioned relationship with $\\pi$ is discovered when we start \"walking\" from a point inside the Mandelbrot-set, towards a point outside the mandelbrot set. In the eyes of a mathematician, a point such as $(-.75, 0)$ appears very enticing, as there appears to be an infinetely narrow border between the two larges bodies outside the Mandelbrot-set. This means that these two bodies are not connected, even though they appear to be from the render.\n",
"\n",
"So, let's try to walk on this border by starting at $(-0.75, 0.1)$ and walk towards $(-0.75, 0)$, taking increasingly smaller steps:\n",
"\n",
"| Step | $x$ | $y$ |\n",
"| ----:| ----- | ----------:|\n",
"| 0 | -0.75 | 1.0 |\n",
"| 1 | -0.75 | 0.1 |\n",
"| 2 | -0.75 | 0.01 |\n",
"| 3 | -0.75 | 0.001 |\n",
"| 4 | -0.75 | 0.0001 |\n",
"| 5 | -0.75 | 0.00001 |\n",
"| 6 | -0.75 | 0.000001 |\n",
"| 7 | -0.75 | 0.0000001 |"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/lib/python3.7/site-packages/ipykernel_launcher.py:5: DeprecationWarning: object of type <class 'float'> cannot be safely interpreted as an integer.\n",
" \"\"\"\n",
"/usr/lib/python3.7/site-packages/ipykernel_launcher.py:6: DeprecationWarning: object of type <class 'float'> cannot be safely interpreted as an integer.\n",
" \n"
]
},
{
"data": {
"image/png": 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K5AJl3u8ebam7ArfFAeBuXl+3XV7nUwV7e6lpkDAgX0BeuExt+QLbuyuUj7ZgfoH90hQffHuH7+5+ibm3CbIKuoBEI+wlnYJsFkpTsLgEFy4ip6aQukDKOshaY8aWRny5MyTEqy/8xqcznUZr27wytLXfx65X3qBya2MU3ylPWxES5LB+44b8+yqcGyP8Ox+maiPvKR/xvh4JxUDeqnjMEDGM955koPKEojGV34AeRRgfYJGByu5oOwyQB6yo8FhX9wllw6s8V9iVYNYwN1fY/up9dj//NdXlS5TnFnh0UuWr258xVz60gFwDDA0SCTASlpc9nYXSNPLcJWQuT+XDX6IfbGOUK0gThKQRYmLfZAgHtCoVDPKwZ5D+sV9e5Cc7T1CeDZq+Ux0jD2fpg0u317YOouw+FT0uHvOgGmkoj+Gqs2Igb9WZHzMxjI9evbrVwGG8S8O99nsvnu1OZXdjW+33Tl5ft+1mfg/Y9/Iwep5vZbYUs249yLm9idh4Rur+Z2Q3nrDz/CmJ1eccJZNcra2zNJtHmy5BNo1MpBCJxkOhqQwUSjC/CJeucawLvl9/yuLqI2a1BMJIIfUkQuhYsejaad3UWHDnNccNhOz2yA5pWjZcHtZUbag2g4az+KUPOstLJGAuo7Plal9ZH0Y4yzDKZfLAfGSh/MzDVQDFQH6qMz9efCAiXL/EMD50dRrMowLkQ4FxJWMk/eRy9+rZrg6FBe0P4ZHQzUMOp95V2Yj7rpTBrCHMKsVsidxMjdl6GSEEpflZCpXz5IozMH8Zjo7BSIORAj1hPSA6PQML52B+idrBDjVRZ0XTMPd2mUtl0DI5K71mnN5cSKGs25USHm0N0PFOr3gTnhXEcsafuz1k2oxr7sLLHtbjHiZPm5S4/DA3FWHlV9d+g2oM5pFoJKH8zANWB1m/jSLuo4bO/HiJxDsew/jQdVZgvKe8on9feC8Ptldat23PvI56e+Vvkx3X3Zi60KxDVYIpEJjIRBq9OIuOCdkc5mGFhKYjbrzIttRIHm2RnV5AmhqiVkPk8zC3iDx/mVomyxfvv8sv76+R3q7w55UyJQEpI2E9BCo0pd4OL7nnA58+x9zIyXVGFxcwdzB5i92gDxz2Amtdg3mHB1n77TWPPeZjp5GF8ljuir3jp5o0JgutGMYnQ0FAcBSAPKp+79qzrnjIIynDYc/3PPgYdH2zp0td3ez7lilpffum2ZhP3MSeT1wgQE+CMJEnZUo7e+TlCTvf3eV3G3tcEmWuzMxT31hnLpklcfEaLC5Tzeb45rPf87O/+vc8/voub+k1cqkG/Mu6VZZmNvpcp5WOverssjMooKtwroJ5J6+ys8gwYB4E5P3yeyqg0UGDeTftjaLcAWoSwHzkoHxSrrP9UAzkpzrT3nEfOAreJx1SjmLnTiKMq8tO6fpWgYBJo6hHL0AeNG9YIA87rrxA2y9/1+dYiSeXprVuilOoFLbn2tqX0lPIapWtO3cQa9vUikmOk0AiQW3pCol0ArNQ5LsH9/m//rf/laeffcHbepU3UjBvgKGpJKMGgyv9b5etVLFlR0tbPBom7brjgHPVa97Y7uilVmHeK41PlSIB8y7Jb1BgbpcRg/nIa6Sg/EyDVgfFQG5p0rgstHr2jscwPnSNG4yHzBJFsS15wvzuhSkj8AXHI1HQ/AL/tG3ecyV0owkVDTg3TWtny2TGssHMGmgJ0NPMJ1L8xXSOZEojeXzAvmlwcrAKtUPufP0Z//lv/55vP/mE1yjzShouGFDQBbquWy8patZXni6bNzIOKrffTeTWICcUtTjc1XRSgXuPhz29jrkVHQTMW/q3Q/oWyS7z+dSl038EerVva9Bg3s92dSh6XMF8ZKA8BnJvxUBu6UyPkbMI4zBZJz0M4A4byKO+ERoEkAe2q3jJ1bIC5VWWTrB0S9sJxtuOOd3Q9i55CjfSiilvBfOGJ1voYKRJFedI5UuQEJDQyWomsjDPN+vb/O9/9zc8/+o218wyr2XgYhKmNUjphjUHuqY13iRqV6XhjfdsqnpMuAC1aIXgloctpdKPtudcgW/bW24nUfvEzu9SnZY0TvnFpvsm9MgXIGkgDcprPkgwd5Y7QI0rmI8ElE/SdTdqxUBu6cyOkRjGx1/jBON20ijrEdZWEODttpwwYTBOo21A7lV2F53XDEdx7nQcd0aVOIFYaAg90YBrAUkDmUmTmVvg+NINvv34M+SDr3knUeZmAq4ZMKdDTtPQjQQkEgjdfvunXSfR2nbp1YfqzY5oa0Jzvw36TeimAecu1OgGUUHg0glhnWLAu4W2GMzDlztAjSOYDx3KJ+naG7ViID/j48MF5oL1RYBUo9qpUXtoh60wA3jYQN6PL1sYey3nvh9A7pEubB3DlOXVlhY7Lt5xe1/zkAroAstzri4bRrXGR9fA0CGdROQKyKlF6okUxZMNfnIuTf6gzlylzLwGBU1gGAlrHnPdaISvNOz4/VdBODakcx+n+dtASAF7qX5sOFe846ZLfhXsveQKoD4ZeoG2KIEvBvPIix0nMB8qlJ9p4PJRDOOWzuz48ADTzn0Rw/jIaCRgPKDxfn3RuobdiIG8ObY84LhTRnVsCpfjbtn8+tRzvwLnKozbHnEbKgVKiIdwfHc0y8ut69ZbPBNpSGXBSKJrOovLl9DKx2zd/pKlWpmcAUkjgUhYc5kLPQEYtEyH6FZn28OtQnhL/4r2tM5jLe2hFcztdOqDni2hKo6QFi/ICvvCnlED86js+dnvVxl+5cZg7qmhQfmZBa4OioHc0pkcHzGMj7/CDty+tTvEmBgmkLfVoQ9A7vTehrXfqZ/agDWETdc8Xp7zRsKWOGyHUSEsoNYNMJKQTFtv8UykoHxEgQqPNZ2DchlDg2RCR0tZ4C70FKBjz+Ry+gZPj3Zpbg11AfOWkCFHHmm3p7G0wdxstNmvK5wmpSNBW+iMS143xWDeX8Vg7quhQPmZBK4AioH8DI8Nlwt/DONjpJGB8QDGRwHG7bRBPM+91MXPZCcveRAg97IZCODdiFPdrcYX2N5lG2Cdaew6i8aDmjoYCUhnIVeEbJ6kJlm6cI37G5ucSKhroKdSkC9AumC9xdMEKhWo1sF0CQ9pY261wU6Puce2W5tNSXMu9mYSxYveUqZbvRQQ9/Sac5qmk0YFzPthz8u+rUGA6qiAeQzlZxi6OigG8jM6NrryjscwPjLqpj3D9o73q/ww4NqWtotKdQJfL+9sWNuu2V12Wj/iAevUwZxbupaHIaEN6u3yRQPKEykLyBcuwNJF9EIJ83ifh7/5kMNyjey0gV4sQGkWUZhBZkpQr8PKU6juNZhYoxlW49knwgHeKozb+RxpnLHmmmmBucACc2mXacO21xObju1OsDdoMO82f5R1CWt/ULAag7mrhgLlsVp11oF80jgtkPoB46PegZN01zVSMB7AeL/7Pohtzz6LGMidwBgmP9A220iQegTp30BA7vSOO+LG1XTO8JJmJYTlLTcSyMIULF+jvnCBSq3M7sYz6ge73CoIFuen0BeWYfoczF2ACzc53N/l5PH3lI73MfSUNe+53R/qTY4QreUJ534UKFeWwrHdbI60bgjqSttsSG92heIh9/OMx2Deu/2zAuZDKt9PA4XySbkeR6kYyM/guAgN5BMA4+pynNVtW4YF5IP4ggUFctd0/QTykPnD2AiTR/ikCbJPQKtX3CPspS2/BGly+OQ+9z/+LVvPH5A7esKLYo2LF6bI3XwTOXsRkc4jL75I7err3Pndu+ytrPBm9YBSJg/JHELTsB78VDz1bd8DB6g74bv5sedAbzyQaqeREmo1qFWb9cZUveM2oDvixb3gcVTAPIr8braisudlPwbzoWlgUH4m4auDYiA/Y2MiFIwH6JlR77wYxocL430vP4B933pEBORRAb/1gxwguwKmbmX7FutysA26FbXtVnYIj0R2bHa1AmtPMW//Du3ebWZ0WL51DXn9Ama5jvnOX7KzvUXWMEgvX2W7fMS3334Jh4esyQo5o0wikQISll31ZUXNvvKA8BYY1xQgV2aH0Q0wDCvUBqBShuMjy2MuwPKGN+ZDVF8g5HxhUBs8BjzvMZh3tt+vMrzKjMF8MFB+5uArgM4ykE8SqwWST4Pbd8UwPnLq9gdsGEA+FjAexEDALGGB3KvYsOfYFcjdvuDC23bHMl0e9PRK1rZPQrUKRwfkE0leunYDUSygXbpKWe5hFqeozs9ytH4XkVvi0YMv+dm7v+Wz337A7HaFcznJJVknYXuoNRzn1G5XJxC317XTB1Cb0zUmIZ2BbA6SSdjfhbUVKB9bnvLmp9FIZ6iK8wFQ6TjQBK0AN69hwDxo+l7KGoY9p23nP2f6rRjMgQFAeQzk7TrrQH6mWu4BJzGMj4HGCcbtQ4Po+yBAHtZb3E2ZkQO56Jy2CaN+aQKUGTRPS34XOG/Z1aBWaX9M6zpTmkfPXISpaZhfJFlIsyP3+PTe7zjc2eL4yQpHe9usff6A6YMNriRMFlMaRtKw3gyqa63tVfvLBnPRIHdnqIodrqI13hJqe8eTKchkoTgF5y4iZ+eo3/8KsfIIrVZG1CtQN09ngGl5Ms+n05ygDlgvWPLJG4O5t23nkOs3sMZg3l8oP3MA1kHW75g4s31ypsZDVDA+Lh02SSe3l7YMA8gH2fd+5QSqRwQVjbK9YW2FSe91k+oH9QI6esaDStMgkUIUp2FuEWYXMNMp6nsP2Nt/zD/85kM++WybVAV+8qeXKEzlmNnZ5K2k4HwhjVGcsqZKNIUFyGocdwt8q55xx9KOR7c95IbR8JCnIJuF0hRy8RzVqSmefrZJYWeVqZMK+kkF0BHolh1pd5jygKtA8YLL0xsFt4laBLS8lMi13wkOY73A27iC+aDizIcNxkMuX+ucpDtN0jU6Clm/Y2cTyMM4liZCgYC8Q4+MS4c1HGRjUddO6mWg9vV8eRgfZN/7tS9wv3VZUafn2NdMB2+oqpa+E/5pO6YRrfu7GQ9B0jfTuE07ouwSDe90Kg0zS8grLyMv3ECU5tATGQp6msX0ecz9FPNz15mfv4k8qXApq3GplCK3uAQXX4CL15D5PFLWkLIGmKdt02h4wRsfXWt8dGtp2CCuQ0K3vO6JBCQTkEpBJg2ZDCQM6tUTTqjxdG6ROweHHOxuQfkQWa+AWVdCWdT/BDQarM7K4tUvbX3ncbxfN2hueaP87vbz98f5/R72700fixxm+bb64ikfF54YlGwgP4s6U2MhMIwHsDHqmqQT2+vFpq/94OPVG1T/+5UTeBz0COSB2hwQyNvqHLBuQW8+mml86uN2yG1/x6op7su2qQEFJFLIfBEzmeBkf51auoh+7mX2TY0LF1b48Y9gavEFjvYf8s7lAoX1E5LJBNqN1+CFtzgx0uz94/9HYX+bTDKDTGYt77UN5M1ZVOyl3rqtKbHkhg3lSQvK0xnLW55KkyyWqCxd4+9++ynzq1tMGTVymoYQjYdAhc4pxTo7ym6/cmNkz3Pu228uHRzWS9qrVzVKr6zalH7PzDIIDbo8miPJZWNw6huUx7IUA/kZkPP60LYaoBfGpaMGDYT91EjDuEsBw+h7P++43/FARgJmidIL38mWX3uDwHiQ8rvNa6vtJUKceo3dYjfqNSobT7nz4C4ff3OPBbnLw80dUuYexWSez3//c64ah7zy8jxyqoAxu4h8559zuHSLDz94jwd3H/LnJ7tcK0l0I2m9KVSgeMltGNdPAdwJ5DaUJxOQSkI6Dbk8cmoWZhepZvPcW9/m0b37XDYr6AkBsg5mzQL8Zv87/rkvBFbMuEpQQgFzR+e2gZYLvMdgHsx+v8pwK+8MgXnkUD4J1+qodFaBfJK4raN8veMxjI+ser1jHIZ3/CzAuFsZvQB5R7gP+B11zs/tZcPvPLU5eTuUHdhr3gBLSfMBT0zTCvuo10HTWa/r/PS3n/L497/i1cwJCMELl+f59fMDyo+f8eq1DJdzF1lJJDlcOMfx1AX+8Y+3+en//Vecf77K29MSaVaBugXBasiKDd26YYWraHo7mNsPeCZsL7kF5ZSmMOvH3P/mPr//7e+Yrh5xJQu5hIbQBNBoR0vfNTz0zaYLWuHa7elEFzBv7vblqAGCAAAgAElEQVTwqocBslEC837Yc7Nta5LBfAhlRwrlZ8YzGkBnGcjPRKvPCozDZJ3UkYZxlwKG0fe9eIs7GgmYLYp2h/W2ux0PWo824HazGfDmoUNSdykzr5jSgvFKBY72qT65xzd377Dxx/d4jUNe1mEmCZndNW7sSa5PmbyRqpHZXEeQZPtcir/9D3/F+++9z9TmY94umMynNDRdoz2GvBE3rics6DYS1kc3LBjHTq+fzrqSTlufVApqZarf3+PJH35P4uldfjKtcz2lk0mkQOpQM62bAfs9QxqWV17K0z5q0pMHfPv1txeYd+MhPWtgPsgpE88QmEcG5ZN03e5VMZBPuDyBPKTna9Q1SSc0asiLXCMA4y7VaO4LVZcuKh7aO96hrED2hOtqyz6hHPSy4QrkHufTDb79boL81iWW17rFSy4bHnJhvYxnZxOx9oilb77k3yYPOZ/UmE0JMgkNqQump0FPGJRKBUSmRO7qqzzOLcCDn/J2/Qm3Zuu8nRXMZpJoqWTDM64AuaGfwngiZT1Yms5AMm3Vs1636qRpp3OTpzLWA57JFBhJmDlHOpPmJy8s8mYxS7FcQU/mqG/tYD59hlGXCEOCnqQJ+QLa56lQSVGenptmaI+rB8UfzO3dQRWDef90RsA8EiifpGt3r4qBfIIVw/j4KTTk+djom1xAYND97wWlXsdCGQqYJSr4D2QvwHdWhEnXQX7g3VaOaNt0l8scdfbbPOs1Kya7eoJRPuDFXApTm0Knjm5oCMMC6qyuIdJpa77whUsYF19kKpXl1pVFDnce8UZa52KpSEpPgqmBoZ3OsmJoysObjQc3c0WYXkCWpqFaht0tqFURyZQF43ojfb4IpWmYmkNgUrpwmePtZ3xbh6tJjdzCFR5+8AHGUZkrSLJSINEQQgOp4Yg/aYVqz7AUnzAVL8Vg3tl2DOaRqmcon6Trd686i0A+LIYYuFwb2gHHx61TJulkRtWWvvbFCMC4W5nDgPGoyusG8IN4r11tCc/fhba6uBn0A/VO8mJNe3pA055X3AQ0EvmSFS5i1iwHs64hdA2RTFihJIVpyM9Sr9U52vqecq1CKpNk4fpVUldfpbzyDO3RtySFCbpQgNxQpjjMwdQMXLgK8+eor9yn/vweyUwBubgMxRk4OUDWa4jpBVhYpp4psL61xbtfP+PTX37C2wWTw+U5Hjw/5OE3j/nT4xrzSUjXa2h63WqXMGmikpDtnSIc8N1y39IpTCWCBz+7zRNl/n7bc9qecDAfZNl9f6PnWdFZBfKJb/FZgHGYnJM5FjDuKGBYfe/lHQ9dl0F6x33KU211+wVtqY8Drr3MdPK0eqVztt3PXqc+Uufqllhx5QLAtH6tjJQV103dSqAJK/QkmYB0FrJFZGEOMbXEQmmWm4d7HFMm85N/zWpuiS/v/Qeu7e5xZVq3nrG05yG3veSpFGQzkM1DNgeiTvlond0nt5m9/CrJc5eRs4scfP0BYmeD3MXr1NNZPvn8Y/7zf/kpH/7jz8jvbrCWg9WnWzw9vsdsvU42bTu9G3OU23Hzzv7wcIK3h7F49O2ogrldt6hmZonSntP2BIO53/CJWj1B+aRcx3tVDOQTqraLpGjd9Eo/TpqkExlFW84CjDuq0dzuqi4hM/UE4x7lOb+nYYDcCcVB6ySER3oF5JvHfers3HBri9u5apGDhpzOY/tFQpoADJqzp+j6aSx4MgvFOQ5L53l+cMCJlCy9/gabC1f5r//tZ+x8eZurJQ2pS6QwwdAQCcOa3jCVsmLE0xlrXYDUE+wlMjw+OSaDSbJQxEwl2avuYq7fJ1V9m82tNf7rf/x3fPSLXzFdPeZqCuYlaDXJOd3knAHLBqREww0i7Lbay8an5drb2Habp7xJVn7HfDQMMI/KRj/tqXbPApj3udyuoXySruW96KwBeaDr3rgrhvHxUlRtGRSQD/NL5AV4oevSA4x3VZ5HplCQHwbIRXsaz7Q+dXItywXohXLMq74d5XjIUbVjv/YeTl/8Y8+aohkgNMyDbZ7/9qfcffwdF6/Ns2qkuf3er1m79yk/vnWRfCHN/spjCvUKmi6slwCl05ZnPJu3PukM0tAxaxUOdrao5gvUF89TkSesffsNt+99waX6BuLZt3yzssfC6uf85VQFeQzTwKyAPJADpgXMAWlNIDS7/m594hLC4tovHdQC5h3iz2Mw97Ybg3lP6grKJ+l63ovOIpBPdGvbrocTCuPqcpw1NjDeKGTYfe8Kgb0aCpG8p/PlAUjdtsP3JsHHmO15dk0mXFY71NvPS+5WXidmb3nIUUlov2THtmdPUyg0QIN6He1gl+WkYP6f/DMqS8v88oNfUt9+yA9vzaMXL/J3X9zh5sYO75xPkjQ0C8jzRSjNQn4KMvnmUstkWbr1Jif1Q747qXH8q79l8/ldHm1V2Eye8PXtv+bw2TP+5bxJ/VyBw/Uj5GGFKWGBeQELzvOAYU+72PISoQ5qAWxHf/mBlFs+tzSd7ESRpx82+mlv0PYHXY5SXD/BPDSUTzyYBVQM5BOmlguiaNvtmnbcNCknMcp29L0/PIBqkHKW23VdeoDxLrJ7ltuVXQ/49cvr129e+QTtdlvWfSDd6SV3g363OnlJitb62B56zYZ0jVMPuoBskeyNNxBz5/nw/V/z21/9kWXWSf7gJb648xXb393jB7MaetKwvOS5HMwsIM9fQ6ZzoGmIwjSmriNK81S0JH9c/TXv/8O/52qizK2bl0gnZvjp+1/y+PEmV1OSFVFgt1xl+1hwoQZXElAQUBSQlZAUGkI3QNOt661dV7c+dnq5m2/6bN1trQfxnvukicF8NOwPupwBlBsKyiflmt6rYiCfMLkAuZ8TbOw0KSewZ7hzsdVXucDDoOUGh4MC8kjOlw+QB7YbBshFazp1t3A7oCRoA3Jn3Z3jwaNeanluXnI3T31bX/tAfRPIG0YljYcnNY6OD3nvZ/8vf/2f/obK84e88uoM184vUa/fJ5e9zHwqQ+3kAD2dhEIJ5s7B4kUONp5gHu+SKRU5Wv2OWh3+/uc/46/++m8x1h9xc1ZQfFqhkilwI1lmsVCndiJ5/GSXnapEr0EpDUUNcgIyQFITaJoBuoHQG28IFcK93fa6Jxx1mnXFYS8IZHUL5nbZZ2FmlkHYH3Q5dBhqPSo0lJ91xUA+QXKB8dY158aYaVJOXpQwHqUdvwKG3ffDhPGey/QouyvQDwPkPibU3whP2FWPOdL6HW+Dfbdy3GDUTufTKeqNQHNd0BKfLU2oVmB7ld1Hd3j03m94dX+dG+d13j43TTKR4sLVm4jMLHduf8PNgy2WDB1KM4jpeWQ6S6W8T+Vkl/LOU/aefcJ3H73P+//lF8jVx1xISTJ1ycHaLqlpA0NqaFje8HkklxIwlYRLOkxpDSAXp0BuPaSqndZb/bicirZttzAWrwc+VRt+aVzThlCvABkF3LvVh4jsedmfRDCPuMx4SsQQOktAHjUHjZycXidouwaOrSbp5EUJt4PoD8944wHKCW9d16ULII9s7HnAdLe2AwG5y7lzpnfL2wbcLmmDhK3YoO12E+D8vfL1GItWu6jbysc+bprW2z+3T5jaeMK/ylZJ5vLkSzkys+eppecoFUt88uQ525VjSmaduXSSxNJlmD2HyOTQz93k288/4uCD91h5/CXHj+/xVr5CoQh504oNN0/qHDzbxDw0KdQkl5NwKWHBeQEoNZZpAbrQG0De8JKroTZqX7pBt9s5CBpfbjN4GNAaFphHZcNpKyp7XvYHHWLSR/UDzGMoD6izBuQT29KWC7sLkI97wyfl5MUw3kUdXNa7qk8XMG4vo4Rxp83Qtt2gNkBat7K9MrpOjehsg9O2AtReQO66362Owj1Nsz3qceenkVRKMOtg1slk8lxYvgzUIZOGdBFOyjzc3uDx17d5sbRPdiqBmc/B4mXq2SyHe6v86tc/52/+5m95p7DLt5vH7O6XWcrrbFcks4YVllIQkDPrTKWsqc2nNAvEs1ifdOOjC92aEUY3GrOuaA5PubMPHcugAN4JpM4imPdqrx8PyYbVgOE/ajCPoTyAhOj4IvWJ0aQwnaucF0J197g3elJOXNTtGBSQD7vvvQCla0ODLNOl7J5tdwHkzl1OIG9L5mbQkdYvjlxzgHezXMd+Td3nBu4uYN52vPHRlHWUpcR6hX0yaz3EKSQkDKSWoL67zdHdu7xwssnSTIat2iEHyQRb+4c8/OwPPLr7OX//D++y9vApO4s6J4eS9d06+jbMapLlBMzpkBdgCCsaJQGkpAXhqcZ6AoEuNNASFpAL/XSGGNewFbX+jrHjBUYus0U297tJNA6q9r0Ug/nwbQ+yjD4phvIOioF8AtRyURatu8e9wZEB0ZAVw3iXdfBYdm0oRPJIx54DqnqyHQbIXargNha9+NsvbdtxH/Bu2x9inxPIm/tVSHf7OGBXa+zTEs03fgqhkzw55M086HNLHBuQnE6yi+T/+T//Dz5//9cYR1ts7paZ0yQnBybTdVjIwnISFgxYNE5jxROALsGQkJDWdkKCLgSa7SHXGkCueshR5yl36XS3c9Bp+nLnMaksux3TMZgP3/Ygy1CKispbHkO5j2IgnwA1L5CtrZuISKRJOGlR31QMBMYZ/gByevt6qk6IzH7g2mv5kdxgiJB1dClbuBxvyybc07bYUW/aRPv+boBcU8twA3IniKvrNnxrjXnKtfZtXTSBHMOARAItm6M4NQfZHOniDPmpWX59+xu+ef8fqa+vU9IlyzlYSsCsYcWE54CibsWLN2dTwYJxA9CxvOa6FGhCg6ZXXG8Auf1Rp23UWvtY7VongLuBtTMdtCZ0Pe6wMw6hLHY7oowzj8E8UFFRgHkM5R6KgXzM1QItwm11fDUJJyxqGI/alp/9YQ+iSOA1ZMbIyvQoXx3TvbQnlJ2AQN4Gdx2A3E7jZscPyJ0QLmjd1wRy0Z6nbWkDOK3g7YRwe11vrOs6GBoYCUgmIJVGZLKQKyJnl9AvvIiZLWLcf8qbF6fYl7tM1cosJKCkWSEqaSwITzfWU7IdyDUh0GiAtgLhQujKvgaQI5T+tNfVT2MhHf3jBuBCeIN3pwdGZYB0anoCpnXL103eKMrvt61B2h5kGUpRvYJ5DOUuOitAPgls5yo3eHJxsIydJuWERd2OGMZ7MDbIMl0MR3mDESmQe9gRbmkdiTTRvrsrIPdY2m3VPNKrceMtceQOGNeVpd4Acl2HROPlQOkM5IpQnIGpeZhepGZW2d+4x2HtmLWKJFk3uZixwlQyOOLEaYSoNMJVmjAubRhvwDdaO4yjArnm6Hjlx1zSuu08LWHnEA9yPKjNSQTzqOy52Z4QMO9VMZQ7FAP5GEsoK44L4li3NXIgGpLGDcbtMlSIGoba4C4qYwGS9gvGnfZ7KcM5K0lQO75A7vKj0QLGDiP2vjYgd4K1mkfZ5wrcPlCuKbZsj3hzvwLjdpy47gbjugLjtpfcAeTTC7BwEVmYhmQKc/cZqw+/47e//h2P733Pv5iR3JpKkDZN6uU6CfPUO96MF5dWmIqwYbwJ3AqMK/tagLwtlrzlZLTv8pyTvPV0+T7Y6XosQJiLlz3VRBhFAZIxmA9czeHRZZtiKFc0kaDqoolsZ/MC23rRH/t2TsLJimG8t3q4LXsyNsgyXQxHBePQCsmB7TjyuAG52y6v/5R0AvImXCsH3bzg9v7mbCseUN4pbEVTli1hKg6PuOFY6jokEpBMQ64AUwuwcAlZKGIePKQmdYxzL5IqCwp6jZ9cTvMXL19nMZdl5/Ejth49I4VJSoO0PH2AswXGZQPG/SC8CeIuHnK3waMSkArM9npkYB4wv5e9MDDfbVn9stFPe/22Oyj7jqK6BfMYyhuyftPGnX46axIYr03qhU/ZN9btnIQTFTXUDQrGm8shnoBhwLidtJ8w7rbs2mwPQO6ZzwnWOKDZxZa6vw3IcXi11To4gLwZZmIf81q3ixCnHnIV5ptArj7A6fCGG4YVN55orNvHjQSks1CcRS5ehtlzQJXKwTqHW4/IlxZJp2osziR45foPyb/zl9z++jO+Wf+e0pHktTQkBCQ1ga6CuLQ6oQXQcYA4wgHnPkAuG+1se6DT5SLg9/DmIMHcVk/hLF4DvYPRXsr3sxeDeeSKoZwYyMdW6sVJ2TfWbYwciIagfrSh3/0xKjCuFh/JFzaggb7AuGLM2ZZeynDehHcD5H552oDcrRzhSKP+8KhA7gBxNyD3WveC9DYbzvQKlOuaNatJ0ytuzahCIgmpFKTS1rbt5Td0SOeQ+SlkKkVt63vKusFqNcPh7j7Lh8/Z3X3KrcsmM6UCv/36K/72v7yLtrrGvyhJDA0SukDXDGtqRalZIG7SmBFENMDSA8pVGBd2WudJc/R9pznE/UBMANJB9p2APIjdyPIo3x9fb7uzD1wSxWA+GPtKMS3e8oA681AeA/mYynlhdtkcO437SRpHGLfLUIFqWHL2X09VCQHjkZXpYjhq+zaAOooJlLEjkIv2TbffGeeNRldA7lhXQ1bU8BNEqwfcWZ7bQ572WzCbD3Aap97xRMKC8eZDnNPIZBKqZUT1BJDW6zYxqT+7w86d97i7scmD7UOWShLdMPn0+31uf3nExcSvuF6q8aPSCcdlyXwSsoYgkUyAkQYtaQF5XULdtJambIC5GjOuQrkbmKMAuvM8Kev2cTdwdTvnfvAdFNz6BuYuFQ4F1T6FRAml4wzmwwhjCaAzDeVnAcj7wUlDldvFbxJgXF2Om2IY770ebsueDQZINigY77UMJxyHshUCyFX7rkDuOO4F5E6vtr20gbuZRpzCe8u21grnfkCurrfMrqKEqiSS1gOc6kOcc+eRixeQsob5/D56XVpv0jR0MGvoQqNQnOXS1jPOnS8w9+o7yKk8nz//nM/u7fBd9ZDapRqVqk6tapnNpAy0TB6SOYSWtNpdrcPJCZQrIE2asO0MYxHaaVgKQglRUfqrCVLKuhOwwgCdX9qwYB60TF/bAQZ2KGD1SNwvMB8Q7EaiAYJ5GJ1ZKD8rQD5RLXS7SI4zkMcw7m2zn2r7YgwZyCPtx4AX9X7BuNN+FGXYMNqNvTbI9kkUNK0r4Kv1E0qst7L0BHLRuq1CuTq/eMsMLs762seU2VVsz3gyBem0Rc2pDGSykC/B9DykklS3HnPy8PfkUkX0wjwymUToOmRnSN/6MRevv43MligXF6ixy9T0Z/z4xQIrTzU+vb9CSlZ4IwcLWZ1UvgCFWUS6CEYG9CSyVoONFShvNKBca3RLozHqQ53qvORtMN7YtuHPhqrm/OQup8MJ62HhOwyYh4XSNtshBnboGwGXhow6mEdZv2HY71JnEspjIB9DOYHccR0dO437CYq6/oOC8Zayhgzj9nKQMO62jKrsqO037fQA5K4PaPqVRev4cIJ3C5A7jqtw3ALkojUEBTxgXGsFchuunWDepAjpqLtix34jZzIFmRwUilCYhlzeAvV0DpnJglmhcrzKQX2brfv3WJy/RObmn0EmD6V5SOdBSGr1Ks8f3Ga/dsTnd3d59HyL2doJf7qcZF6rc8mos1jKo88uwcwFZKGRtzhHXcLB7/6BxLPHZCQIPYnU9AaTu4A56j4bxEUr8HmBVFB4dttv53c+PBoGzMPWQx1r3TwAGhqCHYlDw30H07adGMy71pmD8hjIx0yi+aflwjm27YsciAasqOs/FBgfVMEu6gsYBwTycYFx20a3MO7M75vXcaPvCeTK8TYgF6fltYG5uq+RufmWzQaAe86WosyYommKXWk9nCibT082qmHb0a048oT1Rk4KJeTCBVi6aEH60S5k85DNU6+XOa7U2UhP8/jpZ2SEJPPSnyGnFzGTBrXqNpsrj0iXzjOzuMTzrz5k8/ka85kk//T6HG9cf4Hj77+mtP2czNw8nHsBLr0GM+eQ9SrMXmBtc4Wvdg9YOizzQkKQFhpohnJT4hZXrny8YFzKdhBESSPkaf7TTLSGwSj77fPYi8c8SNqW74k4TesHskHGfwzmo2k/pM4elMdAPj5qu/i1b46VxvnkRA1cg1Jbn8cwHmm5zv7ttQwnjIe12WxrL0Duk1YFqZb9wlF3Jb3nGzZFu4e8ZR5xozFlYaIB5g3bZr3xqYGpgLkQp55121OeSiELU7BwnpNcnqPd5+i7q+RyN2D3CVpxgcLFN7i/9pyV4zJHgExnwDA4ePQbNp59ysP1Oi+99c9ZuPYCi8uCWzd0EptzvPqjf8l+Mse3X33FW8k0zCzAxZtw4wfUDKivfsPa5nPe/+RTHq3v80ZFsqxLUtJEIB194/GyIDuERaofaS3tpgsZ/IHNTuDr9JL72fKTV1q336JevjNudR52OMs4gvkI6UxBeQzkYyL1wucAirFs3zifmBjGe1dg8OvGaIAyAyQPXWY/YBwYjHfckcBtrLhtu7VXOD7QCuheQO4WN257xO2HM5NJy9OdTlvrmmZBeK0ClWOoCqjXGh7zhjTFs27DvSaobjzh0Qd/w97hUwqXl6kdrjIlj8lfeouTWo3DapXU1BzZyzeRCR2qh1DXSIokr7y4wFSpynH5iI29VWTtGUsXb2EsnefR5x+zX6uzl0wzX5wlcf4GzC1TOd7hzlGSn/78l3z+wfssH23xelYibUqzgdyeKUYIEDotYK7OtqICudn4TwE01mmH0ya8OYjVhnjbptuw8AO/KMC85aDLZjdhLGreUCDsSNwPMI9K/QTzEYL+MwPlQoix5aIgGmfua5EHkI9l2yIFogFrYmB80BVwKTbycRAAyPsJ427LXs334h132giS1/NGyeXHpiWNaF2HUwhH0BHI3WBcnS1FfdV9JmM9kDk1a8WCC4ms1+BwF7bXwaxZUw5KjVNPuVDi0YUF7Cf76AfrzO+sMpXP8NmTTe5++z7nioKND74ETC6d07n1xhW0C1fYWP2KknlA4cZPyF95HVF5wpOtDd79+78n+/QjfvzGAkfTl/hP//ALHn/1OdrOLhdfmOWF2XMwdxFT1Pni9sf8L//ur3nw1dcs1g95uQjLKUjqIJz/KRCNudTV6RFVb3kTyhtALkxrikUBbV5yN4+4G4T7QVgUYO68SXA10KXtTnltjQqYR2HLaXOCwfxMQHkM5GMgDxhXN8dK43pSYhiPRpGDcQBDzj7oB5CPIoyj2AkE5MKjHS6ZnTOeqGlb6i9a6+L1IKcdYqLbMKrMlqK+3CeZtGZJmZ5DXrkB+SIc71KTkv2722T3Nkg147Ht8hXAt+st64jyMZoumF5+gYN6mee/+xDj2fccp2o82r7LS1cWuHTrB+hzRdbNE2oHD6gbNebqb5NIadRSl7jzyV2e/M1/49/oCeYW3+R3+495ev9rLs/kubaoc+udf4q+eA5pCA5rdb748nOSe8/4H6/muWmkuMExS7JOolbj1Euu1tcB5s1ZWLTTzpc05juvAzWgroCvPE3jdj5V4LLztEGYElfeZqv99AdK0+a5DjBAYzAPZnNCwXzioXySgXxcua9Nbv+yHlcgjxzEBqgoBtSg2+3Z30M6Ac76DALI+1Jmn2Hc6ZHuxm6zXlEAucs+geM74cjrerzxsQ+0xI07POM2kDfDVhxQnkpbHvJ0mv39Z9S2vme7bPLhb37Bn56sc/XyNUS2xGn4Bwrs2lBuWh51TQcjSep4jx/nKojzedAkby+nWbrxInLhFvd313i+8xXTi2lOqjWK9TInssLG9iobK3e5apQ5R476voaRN/iLn7yIeZxktrJH4eW3OD54TH37AU9OElT2nvNv/vt3mDYSJHd3mREVDlaeUn/wPTNSWuHx6htHNR2EvdSsdaEAut2n9TpUq4BsxNPD6YOvjW5vhr0441nsPnEe8xkH3YC517ju9OZRpw27rgODcxcw76UObnUZgfCQUddEQ3kM5GMgDyAfy7aN60mJArhiGHdfRmrc41A/Ydxt2ZPpIcE44O319qiX88VAbXaE0iYbipX6Ob3BTq+4DaQ2mKtQnkhY67KOub3K7pOvOSmv8eXqNt/d+4Z3lguQSiB1wKwjsEFWKVedrQVAaCSyea7dfBWqV8AQUJyB8zdYK1dIl2u8ePkF8teK7O0f8HztM+7evs+jD7/GfLLC5TKQNzhCUkxplNOwsmuQXXiRnWSB5ydpdra2ee/Dz9m6+z3zN+fZSk5Rq8Cd9Aybq9/xZyeSQs4kJbD+W9CMezcaHwXO7Y9unH4kcHRoPeharQBma0y9VJZCNGDdPl+y9cFRdSx0O+NKkDT2mAmSrlv7fnltdQvEvdTBrS6j/uBnP20H0MRC+bjyURBNRNsmzTs+dpUmhvEoNEwYj7Rc0b4ZZZtaALdLmy31iRjInZvO+jrLV2FdqHkcn2ZohsvMKjaIq1Mfqm/fNAxAoukJFl/+Ecdpg9WP3+VPb91h7tIL1C/eQj78xgoJSWZBSzbKomFPnVrR+ohEEZHOgpDITAbmLsLSNUr1MoVL1zArj1g9kXz4i6+p3v0lmdUj3jlJcFHPksvkyCAwP71P4bHJ2tU5ll67ysqBzvcf3uHZvS842Tvk57+5Tb6yz9TRBiKb58m+4PvVE140D3h7RlpcbD/YatjQnbCgXDeUpW7NPJNIQzoLhSlkJgerT+BgG+oVqNcRTYe5Y9BK2zuugrmd1v4jHPs8znkQMO+kbsG0F6AVhJydRbgniApUowTeCQXziYRy6/dxHCmps8aV/5ryiiF1uQaOhcbxhPQKW8No76jBuF10r6DpazxAuZGU6bhBjhL0o7p5aNYrLIwr9fDL4wrcysHmcdFqUz3ekkacequbgGxYEGp7we2loZ96zO39qTSkUo0X/aSpJxKsPP6WfOqE/OVpKldf4tuqhvb0HpeMBJmpBchNIYzEKYzbHvdkygL9ROL0AdBEElGcQy5cpmxUWN24y0wxS1LsUN2soa/sc/3BMQksJYwAACAASURBVC+lC5TyhvUPACmRpmS6WiO7prOUNfmmcI+nhyW+ufc90/VVdlZ2KFT3mTFMtjaOMfQq5SOT85U6rxZhPgm6/R+B5icBRtL66InGFJANUE80Xn5UmoXla8iF8xy9/1+p76yTOzxCFwZSGIjmPOea46S6EanPDZd0yaKa8hs7ngAnXFcHCuZqXr+2NDP0Acydp2McwDyG8t4VA/kIa5KAfBxPRi9gNKy2jiqMuy0jL8Bld6Q3AS6wEEmbIoZxOP3tCGNHBMnnqGsbcDvteexr85DbS8dDnMmEBcip1OnHaFyGbe9xKgWpDKQbH6D68Ev0ex8xNQOrRplvj4751R/ukLj7lL8sGbyuaxjpLGgZC/JTKUhlLTupdGOZadRLQiqDnFlGFufY277Pg0dfUJs9Bm2Nne0FDmsZiukMU+kUmh2zbWKFd0tB2qxTvL9GcW+G5demeSA3oHrM1ek0f37hMpX1VTY2j9HqVa7mYdGAm2lYSOsYqcYNgtHoi0TS8oYnlY8N5om09ZDr4kXk5ZtUhOSL1WfsrazzFjXmkmlEIg1aw9MOViVbThC0ecs9veIuRB4EiD3h0Oe77GfPS1HBecf8MZg3bQ8YzCcKymMgH1H5wLi6OTYax5PRbZ2H2U7POg+pUn2HcQ+jkZfr8n0cdRgPY0vN65vHDcg90jTBW80n2vO1TImohq0Yp17rdBqyOSiUoFhC6jqUj60HMhNJyBUgk0PaISzJFPmly2QLOfY377K1u8mz/X0ePPiO0n6VaqYGtSOQVausZApyRStePJO3vM35KWQqDYeNsI90DswKx3d+yScfvcf6k88o3MxjLCyy9+0axSdbLCbTCF3n9O2hZmNecAvsM0LjSjbPcTHLj9+8RqmyzfmFK+zuH3L7V3vkjROuZCULBszoMGPo5JNpRDpj3TQkGw+0JhvhKek85KesTyKBNKXVb/kSYuECFEusPrjDHx4+p1SDY61OtXpCEoE0BKLlfKpgbp9gxU3cfKunA8L9IMwN/txukoPOtKLeIAwrnKWXWPVRCmXpl4ZQx8mC8hjIR0tu52OcgXwcT0Q3cDTsNnrWeYgViwxc/QroUG4kZTsApOc2Ob7IUfSRDbWOIkLn7QrIPUDea19bHLljn+39Thin0xzmC1Cy3rIp58/BwSasPoJECjk9D9PzYGiYZh3Kx2iZHKI0gz53jmxCsJybZ2+vwo9fus/lWpbi2kOkMK3IDcOwgH92CRavWg9T1qsws4yUJ5Tvv0tCGujLL0PdQBxsc0ke8vKrb1N86QfsccLdbz4jySaZRCO0RkowlX6RdWvqbykpVqospuZ5VN7jy41nVI3nPHn4lNtPdvgnWZPrRY2FdJKMkcIQBkJY3m+RbMTNp1KWJz+bs24iFi4hl65AvYw82sOslNEyGcgXqJf3OXj6JeenUyxcXmB3dY30SZlZyuj2bC32fyikdHcGqUDqB+A+w8bqgw7HEcFtdwt+veZT5WrDp4O6LdvrPxSjDPhR1C+EJgbKYyAfMXUA8rFr07idiLBwNAptG1UYd1v2pRCfcnsu2wVye2pT1HAPLZ7tsHaa+UIAedt32vnD1NjWfI456+A2N7n9wGI6DYUizMzD3CKcuwS5DLVnH3G88i2J6YukL11HZpIcPv2YrdWn6MYUS6/8CeyuoE0tk3zhT8jtrZD45F1KF8/zzd09jo/qXMEkoQvL+5zJQ2keWSjB8RpUNqGc5Li6zVd3fsdUGa5OLaBPL5G59efcvPI66LC++4THTx7z3comlwRo6bTVBtO0ZjupcTr1oASEhpwrcVR9wLefvscn9/ZYO7fCYuqIpVSdF0o65xenycwsI/LzyIM92FoHkTh9mDWVskJ0snkoTsP8eZhb5HjtW/aPNzh+/D2LF2+RTiQR2RzSMLi3vskXK7vM7tX473RJSaujmzWQCZrTIwo393PAC08nCOtkQz0eFszD5LHz2fXtBer7cYMS1EZUwDshYD4RUD6pUx+OGwcC7jAOLY0ZqzaN20kIAzWj0q4zC+Mehp1jrueyowToqGFc9G7HhuFA+b2A3MtuiPzOdthwbj/AmcnCzBzy0nULyotTSPOYo1yWP2zts3z0gFsv/wlmfoaKkWJ/fxWtkKZY3aW2+wCNffRECi27SCpf5Iuv7vL89j0uzZqIZAJSSqy6LuBkl5P1uxyWNzk+fMKztef8+suH/HB+mivJFDKVoWLWqNSqpI005sY98vV1fvR2gVJeRz41gYanvF4DUbHgvA4gIZ2mdnmRrfxTREZnebrIw+9WOUrWeLuocfn8LJkbbyOu/ABz9iIbH/+SxPNHTKU1SOgNb7kN5TkrbCedQZpVDnaesfL8Lmw9YeHmq1SPnrO7J/jsm+/5/OtH1Lf2+JOkRORBNucpNxUgx91b3kKgwh22gsCdL6Q5xmK/wbybstzKdM3fgUZ7qbPTxijHl/cT+B0aeyiPgXxE5AfjynK82sR4VTgoaIyKRhHG7eL7DuMuxr1AL4oyooZxp81h1EmF8UA2/IDc4UX1m0Kxud9pT22XUJai8QBnGjm7hFy+RPlog/0nzzjcesTG2nNuf/eQ5ddfQuZy1NNZDqeuss5HbD66zxdr6+iHDzEysDhlMn/1RzxZP2Ll0XMuJKpcm8mRLE1bsdiZvOWBRiKrZaqbq6w8us1BNs+O1JjNpbn00qvUcyXW1r/j6bOHyNWvef1H/5qZm/+M8tp3JI7ucHL8PdurZTLpeTRNg0oFcXgA1QoSE3QN8/Jl7pZm+O2X93jy3ORgc5s/u5DlrfMFriSqzF1+CfHm/wBX32GnfMAHm9uc39nnzaU0hi6skJ5UEjIZC8iLVhtErkTx4iuITJq9fJJ184R7v/0pdz+/zf7j7ymaJ0wl4VYaio2IlVNakspHgW/7WDOWXD2fjTh55zlWzTqPeXqXPex42XJTt6Brj8NeYtTDlunM75c3yH8fogLzMZ4mcayhfNyYKajGrl0BgHy82sN4VXgiYHwEKujsx75VyePCHSmQO2C1a/j1gPHQtiKEehWIg9ZD9aR3BHJnOuFTZ9uuR32a6435uetV9u9/xspXv+CjR+tU93a4dv0ir1+b4fz1C+xV9nn08c/59S//G1/84fdcmcmwdmAyZ27x2otXSMy+ze8+vM0fPvoWsb/Hm+cSXLiwhHbxJiy8gExlIZNHGAYilSV340dcvfAaMp9hp/KAi/M5drQljp4/JTN/iUxpBlEtsbn9hOOTHbYOIFW4xsEs1K+vkzHnSZYhVauSEBJRPqJqJijPL3H41lXee/wFa09XuTab5vL5eX74Jz8iU5ymcuf3cO4aXHqN42yJ9957ly/vPODa0jJmMYMUddA1y1ueyUJxGjl3AeaWQTMx0jdY3d/lF3+4zc7qu3zxaJf9jT2KmolWgVcycD4BeR109Q2mNMJrhBPM1XNFK1h5wVbL/h5gu1cwD5NPzRuZ17xflOtR/iiD+QA0tlBuOSFG4EIescaKB/36Pwby/qsTlIxaO848jLsY9/PG9lrG0GE8KqBX84SEcfAGZrcdwpHe1Y4T4t0SN6BQmiDrUKvCwS7y7qcc3/uUnQdfsr99zPWlGeaXi1TycLj5BZt7G9x7vsP92x+z+WyTa2XB2zmNV64scPWHP2L73A1yz37BDX2dV16f4/X5HNlLL8NLfw6lReTG94hsFpMqwjDQ5l8lpZlUa4fsPz/gu2qa1ad3efXFaWZnS+wcr3NvZY3NDz9HlKvs1tPskqF8csxUJoV2eBdWD7hVnOa12SL6xSvsUmH/0hV25BqpbJkfvHaBW8uzlOQRxev/hAerjzg8KVOSkmIiQXXnW+Tq+7zz6gXyl6/z+e3PuXa0xkx+pjEPewZyJcjmONl5Sm3nLruVOv/xr/6OX/38NslymaQJFwwoARey8Eoa5hOQ0bA8+epsK6ITjflMe9gplMXvxtnpbXfKD86DjuUwUG+DabdAHxZs/aC63w+99svOoOwqGksoj4F8BDRp4Srj1Pl+UDKKbRhlGHdb9r1AnzJ7roMLgIay6XPTMDQYd/yYBIbxxp9O323Vrhu0+x33hbRGrHO9DtUy7JsIs8xs5YRMKsPyDBSm8oiZ86wuXODvfvuPPHj0Bclqmf3VXa6l4J0ivLyUY+7Wy1TO3USKGtduXaNkmLxy81Uq648pz14gs3SdChVOtAp1aux89XsWL7+MnkyxufoVx5xw58Eatz99xsVzNQ4qz/j4D/+ZL967zfbqE758uM7hOuh6ip2TMoaWxKzXOD4+hqrJYibFuaUFxFSBcn2X4vePSOVOeO2Ny5y7eJ1qIcnj1TvkDI292i7rVZNb+VmKhkCkiuxU4asHz/jk6QHmd/f4ny8kmNGkFcKSSFqzvFSOKK99z+7+I/7w/XP++MFHzJgVXp/VOG9IZoUkL2FKwqIGUwJSQkdouuIpb3a+8hHtgCka58dtrHqNDy8JJVEYr3mQhE6Q98svXSrgdyPQoejWfAEJPQpoHQcwj6G8VTGQD1EBvePq5shrXDq/byDXJ7XVd0Qq6taPgwbyyG+olC9d1wDsAdOB7Hh4Hnu5MejFRqCZXNyA2wl3DTmnvVbztKVXgNCeuaQKwqwhZR0jU6A4v0yxXoZCHrNa5uDJPd797DmV5894qyT5syRcnxa8Mp1mdv4c+sI16uk8iZMVSB4wc+sSG7k5Ht39istimxuAqWk8q5zwxR8/YPPT9/i3+SL5cy9ycrBL2dxk89kT9GdbJPfgqyef88G3G+yv1tl4tsX+zhG6CZo4xpQSTRwj5GmzN6pl1vafIIX1YGUuuwVGjWff7nJhcZWZhSSLc2UOjI8xy/cpXljGPH8LmaxwWK6zvm9y985jCvUa/3QGpmcuQy5/Ol+5pkEiSXr5Bs/vrfLw7ke8NV3jz1+/xrVilvT+DqmTKrKuIdfWyNfqpIWBhg7ojVOg9HsLwCpgrh5wgysv4AoCYn4Q6DamOsWjOw/ZdfCqh3pzAI2bDofZMGDuCMcPLGeebgC2z+Dbs/pYv7GD8kkD8l4cSAPXpIWrjAuMQ3tdR7neowrjMKR+dAFmjyRd248Cgt3y+9rxAHF1e9BAH3haReEC1S4NUGHdxcTpukIwTRhphK+YjZ0SBNJ682QqBzIFUiBWnmMcHnG5dsh83uSdAlzIaswU0uRm5tGml5FGhp1vPmR1bxXtwiKP9o64+/tfsP3dff7NXyyiZbKY6QKrh4LbH7/PjWIWY26Zk3oNM1OktvUtlZ1HTE/N8tG9DT689xVr63sk0dHqdVJSNJlVR7gCh25PhwhUDo4xgfu7Kzy8s8ELV89xdGOBZyv3yM9qzC3MczOh83D9Dl/cWcEwD/hXP3kD7cEdfrg8S+6VH1JLZNH1BMJIIHQNkBxtPeNof5sLS3P86Nar5AqzlCuH1FceUVy4zOOVbRKbP2MmraEnc1A14egEWbdebiQwQWqcxpT7xJX7DA3f8BI/mHZL53UDLqBxlxNcYQDbvl53C+dRgXm3ABsF+HZT92HaZcygfNJmWhkbJux0IxQDef/UE2wNQX4QM0wN7aYmACRGAeS9wri9GRbG/YAjaLnOXd18N30f5HQprA3IferR0id2Xrc2KBTWnM+74S1vemttQNIb0FGHw2Pm1lf4n5IHzOZ0lnIJsrkMRnEKps/B7CXE3GVKxgtkqjs83XpE0pRcmNO4NXOD62++ickaDx59yR8/e59CIcPSq2/yYPeY6xd1Kqkiv/noHvurFb57+JCP//g99eMKGUCj3vXw07CaZVbqfHd/hZ2NfV68MMN6MU/ulTK/+s0vebqyxrlL8yRnijxZLbOcylF6+59zdPUHrH36c87lCqSpocka/P/sveeTG0mW4PnzUNAiE0itmGSSLLK0aDmtdmd2xM6e7Zrt3Yczu/1yf9uZnZ3tjuqZ3u2Znu6uqu7qEixWUWsyk6kFUiKhEeH3IRDIQCCABFKCPXxmmQjh/vyFh3vEz1+88EASi/UxGO9nv99g2Qxw6/P7zKQtro+mIBrg04VVrkmVC5MXoW8Ec3OT6rPHaJUSqiLtL3tKT4y5nziw6AU/N4g2vOhIY9vw7nNLNwPRbkHZT383cH4sMBcHgN+JHBfMTwp8TxGgT0NeGSh/VRiqU3lljqcTIO/A+dAz8irBrfvXu9xr0gpUzlvODcZrhR3W0XsByN35jwrjbW3oAFy6PgbPRafTwUTLY/V4FNpNiXhoOa67fwOcu3UKbKyVCKEyGImSUiWKIlEDBoQiEEsg4gPI/gnk8AwiGCJUzXJx6i3GlV0WVx5SLZXZV8qsPfqGO59/TqS6w8yf/JC9nTWC2Xvk9lL8w89/xy/+9gVBqbK9loFC+WRv/FJiVipsbu3xRTZHLJmgYgqWPs7w7ttvE76U5v6TB0yJPG9dTBG++l0K0TiVYJlFC5QXD5i6HsHQp9HiKdKKSdHc56tff82Dm1+TnImTNzZZXZ8lpFvEL15A+el/IR+MMfv5pxTy97hYqZDUQFFUe8Dj/oCQ+ymGH6D5gbn7VLZqq52EqXQSotItZPvl6wiwjwjnDWDehX1O3m7znGR+t55XxFv+SkC5fb/vwRv+EeWVAPIuvOPu1Z6WV6LiOWeQ7FJazVRx3tIVrJ1C4Z2UexybvPXeLcy6F7sBar80vv2qg3yHlt1Cgfe4O/VMthzA+NRlg17RvK+NeXWR2EDoFwdcH8QqCNVAiSRRQhE7vaYigkH7K5ehBBghzO1FVnObGCGBNvEDHr9YJ7tdRg0Y/MuXt1ie3WL11lP6p4aZ3b3LGzPrTA+9wRdf3+PXv/g9ey/XyUlQLMs3PP4kxLIsrJLFTmabe/t5rl2ZYXK4j821OX70/atMRhSUrVWqhoERgMBQnM/+8IBxIZj86GdIUUaW1jHSo1T3pljf/GeKuQILzwuMVHZIvfk+WlIjODpF/vLbfPLxv/KbP9zije0S/SFJTDFRLBMUd+hKC/ED7XYhK775RWuY964fNjOLX/5u4Nyxv1M4P4rX3CnrLPL45f83AuY9D+Wvgfwc5DWQn4+cK0h2I4d4Ec9T/OruPID8sDKPapMDA0dqIy2A/DAYbwfUfuDaiV2dlNtqc1fHLg45Vh+7fUNTPH/t7PCbkk8Kn+0ChAKqjlBVEAF7FhFNrX2CPgJGCIwQhUCSx0+fYWYfsXHjJg+fLPAXP5lgIz/Io7srPPj6Eftb+wTmt9DDIP5qhGRfiH/8xZesPlsgaFpn1g0s08QsllheWeXLj7N88NEFUtNDfDP3nPFgjGldQxgJtrUh4okXjCaTiLBBtbJMducZeaWfOzd+RbS4TDokqJRMtIJkeG8dNZxgQ5Z48tu/58WtG2RXllBVC0uCJSVYHQJ5S5j2tgfRQpWrn7cDMlH/d3rhKe58ncK5n9e825dAu5VTANhXqvwOpfeh/DWQn510UtevGpD3fKXzisC464T3on3nDuPQ8VODIwO5j0e388yNedqex0M6tx+Md3PcrUD+MD0d949Oj9Uvnfd4XPDVCtYPlRoFSOGjt/brTOunKqBpNpQbIVB1rHKB2fvf8sUvf8V4aA+RiPP+5BiXBuIkqHB/QuP27+25vClXsSyV7NIAf/j9Jrf/cAe9cvS48aOKaZpsrK6zt6UjTdDUEoPTgivXriIiAYqlJfqHBsldeY+VjVVSu4souSovNla5/fgmT25+RXk7R7EsSQB7u0X2XswTHezn728tsrBtMhIyiWKRVMBwqrZlm/XEoThg6e1P7cJYvDta7vdR0CkwH/dEeWPlO4HzTsC8Vd10C/JHBeMj5fNJ3JWeDk/GCcN+T0P5ayA/Q+kUyD3XmZ6Wnq90/D1vPSM+N5Vek56A8dq/ngRynw57GKS20l/P1+WI3K9+usrbSfoWx9kyr489TUDeyg7PALVBj5f0pAvGXcRUrxNRg3EXkOu6PVWgHgShILZW6Xtxh7+K7TN84QLBd7/DTsyA5ChGZZ+XK7cRioFQTKRlIRAszC6TffESa694rjf5UrnC4mKGC891BscG2a3C7JdfsvXkKyKRECulEJF4iND6LIoW5cGjRe7cuMPWYpakJRjVJH0CKmVY3KxS2t9nfbVIOW9S1mBalYzWPiKkKqL5PuYdBB02IwquNO3gu1VbbvcCqLPZbYdfzHo9rav8jkNTPIZ0NBBwgfmh6V3G9wSYn6bbu5Nge8+qu+6OeK3vWSj/Y5pppVd5BugMxqHhIHr2WBzpWch1SUfgcNbiY0QvN94mIDovG7r0qBxX/1GBvGVb6wDGcdnRUfni6OfH1842mb27DoNxb5qWNrqPwe8cHHZeakDuG8RdA0gh7Dm6FRVUF5AHQ/bn540gQhWMX3yDsQsXEAOj5NNDfPzNJwSi8xjJAPF4kve+k2b+3kM0AZFElPW1TfZ2s2iy82o/LdnP5blxfwsGptnWc/zhky/IPJwjRon0YILpK2OkvzfBulmhgMmlsRgfTlxiTIP1u9+ytp5DlWCWLcqFHNeEJBiBIRVGVRjTIOx82VNRDurV7xx7z7WsLRx2HRZNCy320z5+3Avw3bRxL8y3FdcxNbx43Cq5oGnqxG4GAZ2kPQl+dt7ROJaO2u+x7XEp8LalTgdRPtKTUN7LHNCt9PSxvA5XOXvpORg/xKPTi+Jn21nb2grWWqU9chnHBPJW8NkqXTsb2pbtU96heVx5W4HxsUDeJ4GvfX7H5wJyv7bWyYCj3WDBD8g1HYwgBMMQjUMkBqEwQtcQ/cOgCqxQhIWtbZ7eWWFqwIJYkO9eHWZvLMrkRAhdrbKysctaZhMhZU904WrVZG8vx9OHL9mxSjy6v0RueR9dSBY3d7g4eZWqmeRfP7lJXGzw7mSc6OBFbj9+ytJmhVAJrgSgX4VBRaKoEAJiwv6qZ0JAQFHsuHxFqX3ds3aC/M6R25vtB8WCFmDtAi5fcbUZL5S1akNOOd3Gm3cDfs4AxYHuk4btTtK2eon2UP0tQlB69qVPv0FDd72w56Dcvl71wqXk+NKzXNOtZ+81kJ+MuO07NzsPKfjc7WsjvQLj0H0fOokyjgLkbc9nm47dEYyL5sVOyvNbPUq7OxTefexzloVnR8N+b/250xxSZ95lL/wL71/Nu6uqNS95CGJJSI0g+9L2uqZifxTHQpolQtu3+fNxnb7xUfJGgKKVYzMJIxen+PLr+3zz1QMKO4We6sKFYpH55/Os72xS2c6hI8CCUDSJPjnAg6VHZFfm0cnxslzg8aOPWVrZYne9zHej0K9BqgbjhoQA9nIYCCLQ1NrARqnNUe4+d6JNO3Dk0FhyL8B78rRr277Soh11A4ruAUAneevtWraYEUjQMA+5F5zbgWw7yD5Knk5mzulFMPfV3V0hvQflr4H8dOUIQN6Tx+GWXgZJ6BBYzsKADpL0Yh32Aow32HHKQO5XxlGBvFsYB9rP0d0J6PoobwexXYP4YYOFFuW2stEL5F6QdqfxA3U/yG9lg7NBcADk9dAVw/aS9w0hp95ARmPIUh4RilLJbqABSjDI5PXvMnH9A2Syj93iOpViibQW45NvnvHl72fJruXRem2GCSkp5AtIKZmeGKeYzZHPFZi5PEU8FWYqFWUicpHNhTJffD3L3tYSmmnxRgiuhWHIsD3iQQm6hIAEAxvONeEAuYpoCF/xtuPaivA2CqjPslIH+TbH0gTSLfpEfX+7zJ7Nh4Jii/YlXb++3lp39lpCJ33DgMQHzAW1r9IeIn6w3GlYtqz/60xOAsxPCu5PWGdPQflrID9F6aZuXzUg71UjzxXGux989Zz0HIx3YUC3dvqBYNe6PEDZLZC3/UR9i3x+g4hOgKab0Dm/9W5B/jAYd2xqC+R+gxXRnLZVWxFuHcIOs3C85KoGmg3lMt6HjMYpmVkKu6sIZYi12dsMxaJEEsPo6UkIhCjkZ3m5eIP+9DXmF+f5u//+96w+Xybca0DuSC2cJpKI8r2P3kQKQXpSMhBfZD2zxtqWxXpeZ32nwigmV6JwNQQXDOhTDoBcs+xfQ4IqVFA0ULUakHviyr3np77ohvA2ImgdI97N1MFSHGHWlUPytCvLLX5f4ex01hW3/gbwP8SO486S8scghw6w/KVnoPyP6cXOnpNugbzNfbtnpJdhEhpvzmdiY5eF9HL9ecHnvGxsqqNTBPJ2INepkkPbXAdA3jGMtwN4H7vc6To9puO0gcPOnVe331SI7nXFve4D4N7BkHfw4QVyJ3RF1Dzlzqwrmg6VEqXn37Je3GRpb4e+wSA7+89YfL7DdP800z/8L5QrOXaffcFAPIKSiHDrN/dYeDKPWrEQh31i/hylWCiys7FN7N99yG5lk6cLj3h8f42F5X1KOYFVhVFR5KcDcD2iMKgJolJiWBLFlIiq/d6saoHq1J2iIhQnntzjKQca2iAHmxpOmvu8S08aB668Hu+OQNXTVryhJn79rVVb7wbQG2yqKfTCuXAlch+j11vuZ+eJgPkRZ3HpupxT1nHCOnsCyn3vBa+o9NSxdPvk4VUC8l418KgAcqzCjpCl1+rPz66egfGmlcPzHrmco+hyAXXLPK3gGh8gbZe+HYyL5sVOBgl+q12fe5fXr9V1rxWYtQL4ep36GOaG7Ka68svvBsAakDvzkquqDeN6wA5hURR0VaW6myW7vk7ASBDVi6xtz7Kb3cJ8+/vow1dJTnxARcvym2/m+Ow3dxC7JkGh9FzXdouUklIuz976JgPXJsjtbTMwdYHJ/nUe3LxNsFrkh5MaHwxGSSdSGFoQZWcTUShC2cTMFbBK1VqVClAU20PuB+QN57e2Tfqc7zog+zYQz2KLNtsE7h22wcN2eJveYfrr0mJmEPAAt6AeY34YTLoHIe3Sec1rStfi5c3DdLYrp9fA/Bh6zx3K7b7Vy5eRzqWnWPGI4Sru1Z6Unqpkl5wZjB9DcS/WXS/BuFP2UWC8nO2l+gAAIABJREFUy6T+58IPAg7T4wHAdoa1Amw/OzqC8Rb2HgbHvra02N6JuMG4XRne9L5ltgFyP6+3N627brx14ucpd7zkRgDCUYj3I1IjqIl+xicvES1Z7JfzlPYXWLu5SayaRaqgBAWir5/F58usLy0RDhRRe9dB3iC7u/tsr2WZ+TDI978zw+hAmq8+/ZRUEH48GuK9yxdJTL2NOnARFI3qt79GLVtYWpTc4/vINTtER3WBefMLtMI1GPK2c+E6r343PwdeXUa32o4njROb3mq2Eff6YTOvtOpnHcVse/uwK4bcWWh4idUD5q10u9N1PTPLIRlOC47PQzqtHx85Vyh/DeSnJK+B/GzFe3M+tQKOkb3X6q0XYbzJhnMC8o71tAJLH71N9ewH5H5pvWW0Gjj46GtnU7cQ7pfO73P2h+roAMad34YnCK2AXBz8eutVeJbd6dwx5Zpuz0ueSCNHLkBqBAKSrY01/uW3n5MUG6CXKOxlGP3u+4hYH6XiIuubs2xtrxAMxcgXwDJbTIneY2KaJitzL5m/Jxm6NsTqva+5deceU6rFtWtX6fvBf6UyOE2xtIelaWSe6AxeeoeNwDDf3pvnUkkwrUl0QNShuzbI8QJ5/dy50tVFNJ7bhm00bvMmg9YvcDrFdRLSQqu0bTqGt3822UKLUJVawvqAwAPmDeEk3v0t7Oh4/ymS9knA/GkNCI6g93w95a+B/GTlKOEqrt+eOAY/6ZkK9oj35n6iNp6Asl6st1cCxn03HK6jk3S+aUXbVX9dxwDyVuEqrSDbC6V+eRqOzccgv/PdLr3vLtm43vIjLa6A3Y7amxu4abyOdgTkHlVNHnOP/nrd1qBc1SAYQfYPQiyGzD6nupPjyy8+45d/84/8t+8nufzhIDN/OkN6+ge83FojGEvxYnmfTz67hSkN9rL7SOvVcDFWTZMX82v0z6cJjQdYXS4wEovz4VScvnd+DNd+wub6M+bvfcGuZWCUC2iJGDfv3uPbuUUSimRMPQh/RnAwN7k3nrw+Rzct2pvrXDXNotICeL19oMmj7pGuQlpalOm1qZUOdyhOg0ddHmyvJ/SAtxuiG/qZf5GHAqfjHe8GTI8Kx6cF1ceRwwYtLeTcoPyP5cXOnuGe10B+tuILIyel9ATU9Fqd/THCeKfJ28LzUYD8MJ2uHUcB8oawFm/6FoDZ0v4WYOybvoXNzp3NC+EtPeWiuax257kjGPfu9wN1z7aGvM42d1pRB3NpBCGapGCWKC19Q66wx+yDr6nsZFCyQYJmiP2wQVbbZH1Topsq/+PvP+P3v/yWdDJKdjuHeEWgHClRVIVIXJDfnmcoHuPSzEdEtxeRw1eoBEPMLz7gwf2b7GzliCUifLN7g68/u8dkLocad+nygrjiqmPhquN6PHmrC7cL3r3t0Nnut6+d1PO7ALkVwHvv3w1A16Ywv3xOOXUdrhFJA5xL6i91Sg68537F+tnvLc8t3nCVswDz48pplHuEe9y5QHkvMsNRpCeO4yhPG14D+dHFCxjHtu8ED/BVqC/v8llLN4Dcqa7D0hwGzp3qawnKLfT6AXk7aK7DjKscXxj3gnaL42gHHb5p/Y6rBhQNns5D3Hlt69EHuLz2eY/dL1a8qT6FT904ECga8zllCFkDIgvMMvnMEjef3iO3dJOsCvNP54ljoexmsTYsIpNpYkaJypDOx797wL0vn8JOmWx2F8uyXonQFUdKxRLFXcmVH10lMRDh8ZObWBv7TAuF4P4ysrpLMBlhIL/Kw4dbPFyZI5wvMR2FpApava7dfxycx4bZV/D0Q9eK9DmHrcJSvOIL7S3ydnoNaNDr2ncooHv6tmOTcPUfN6hLF5ALz0G3A++m+vHsh+bQGa9NpyUnDdWHPQE5JTlzKLf7Ta+RQ/fSE/xzVCB/DeNHk4Yb6kkoOiE5sQHCCcorBeNtdxwtebflnSaQK7UNHQO5W4cHxr3Lfum85YumBZ90fvY5CWSb43Uev3dw/ppA3M8mzzH62dewzwvhrm3ev4ZyHCA3oVKC7XUqC48RNz8jVt5iD0FhOc/1oMXFSIDBkaus943z8MkCj1bm2VySfGc6zd1shXgyxs72Djub2d56fN9WBKpmsrbziPUtFU3kGH1zmt3yIsUtlZwc4v5ilR+N9jOxvYmyWWJEl8wYkNBAV0A4ISt+L3ri+vUuu0+kc77qgz4XmHuhrCV8u/fXdLf0iNPYXlu9TNqk27vdr7236QOCWnsTICRYogWY1359wbtNjHkdiDt4mfNV8Za7bT0OoHeZ/uyh/DWQn4ABRyzdZXjPnoVzr1wf8b2ZH0fRCcmx7TkFObG6OiHpFo670dluf9s0ou1qa30ddt4GeGyVwQcmvZDphpY6z4hmnW5oaMsKHrD1s8VXh+dO7n55rO7p9Ny9Gzzr3mW/+nfZ3xGMu/b51Z+vp9ZTrpRgmlAuglkmnt/hO6koVr7EUHafZErhQjLAeDxGbm2BW7e+pqpUUHWNSxcuEteHiY8MoAYFn/7qFjJz/t2tU6lUytz4/BHF7AjvT4zQd32SQKzMw9n7rO0+48Y3awSyJWLf/R7R3Se8a64iV1YJS5OAAE2Ig6kQ3aErXih3lqVrGWjqpN4YbOHZJj3ZDgvnaCk+bb2VF9yv7/q+qNoivwP/0mW8M3uKwoHHvJ7Wo6LdsfnCcgcE3Q1sHwXMj5KnWx1HAfQuOuaZQvlrID8JA14D+ZlKi2t49wpOUHoFeN3yysH4oTu7T36UMtulbWhznXReL0C2Ksedzgco/QC1KW7aR4ef/c5+Xztc+xrK94rzCL4VeHsJXLY49hbQ43cc3vhx7/YGAHdv99RX04uHLhsdT3lVIixAUQn0DUE4zHQ0y8RgGS0cQk0OYVYE78T7IWCR06vM7q8Q1DX+5KeTPH7+nEKp0FQLvSxSQsCIc23mByT1MlvbVVYKJW49fMba8i67y1v87NIYxb0c83sWa5kKg1mL0QjoAhRF1D4aVJvvXRE0z74CTXDunDPp3s/B4M4PRI8CeE6+tsDtLNdW2oXN+L3P0LDsbV8usnS+JurEjjcU5iFQv0Z0aBx5l7HjR63TbuQsyoDmajwBOTMo70Xe6lbO/Rhex4+fnRwbMv8NwLgf+Jy3bacB451k6aj9dlGun74jAbkXdDsA8gbg9PzWIYeD7a1saGe7XyhMK297HcalCyxqsOEL7G0qyq9efGHcD7hdClrta6oz73lx2ybBsg5MEwroQVBV1FDUnnc8HIGBUcKT15gamcHSFMr5DWKZBfaqu2yW1zApIV8xh5eu63zwwXWuvzuDNFQWF75h9tkCz5+toVYVqnmTpdllfr2xwaP1IrJociEmiah26IrS8MEg58uoDnR7Idy17D5H7nbiBeNWcF5/UdKzv2VIi2gDhx4lis82/9Flc59p6r/u9NIF5RKs2nsMltdwTz9qAOxWoSseT3tTvhbSKTR3ouuoujspt9OyTxDOzwTK7bb5al00vHKuzHgc77jrtyfPwLlWbAvxhZtuM5+w9FI9+YHXedvWCgZbJjyC7lb7jnrsrfI16TysANG46Aee3nU3p7QCciccABoBswE2fUDc++JYg5k+AOwH/E76OhA4f9aBB9K93wsgvtXjtbWFLW6bhEuBO09TPu9xuHWIg78Ge9yDjdp2RQNVRSiArkM0jkxNIMffpNg3RG5/gdL+An0DAwTNJGI3T38oRMwIkxels4/BPaIEAgEGJsfYUCso5hoPH9/lxeNF1leyKGWLQVWilkxkpcRVBQbj8HYY+nUIKAJFVe0PL9XhXHjq2fXbBOa4ttWW/RzHDXVZe/pS9zq7tjn56ts9/dXbfZtmEfLL47m4iobEnvbqamfuPtxQpgvIhQWWAjhg7j1Gj72tttVhn+7FXc+nIX7n8SzuUceJPa/J2UD5ayA/RuFHLNlzo+zJM3CuFesjTXBxlMwnLL1UR8eqn1OSjm05Zj86crktFPnl89XZYQf2Mke7DH4A6f5VnP0ucGmaBxqaQLPpWtXCq9gEri3+HB2WVQMKB8hdgN50d/es+4XO+D3+9ws/adjuWW7a565Dj56GJws+9eEQuTs2WlXtr3wGwqDqFFefcPv2p+TUEtbGx6Rj41z58f9NZCREQVaIjb1kZWEb5RWBciOgU6LATnGbx998zvbTOWaCOt+90o/IF1Hz+ySRRBWIC0irMKzZM6/oWm1udy+YOx5zamEs9V8HVn1Ogh+Y1wd8jhfYFQIiXG3a+1Kno7btORA+abxt1Kd9+vXTepts1X9cZdWh3LJf8sQ8KMeZStMnCswuWnq2dRCu0mq7N81pecv9yukWmP3qohs54mDg1KH8NZAfp/BjgkSH9/NzkXOtWB9x11nHdp3iAfRS/YgWv+cpHdtyzD7Ual9XakXb1dY6O+jATWDYqhw3GIoWOkUzkLtB0XfdY0OTeO5mDdDq1ecOSXCAQtqfqjRNGyYsXHAuDsJZhPCEFvgY0wrGG+pENO9z111D3jbr3mV3aIVXn9tmIQ4+KKTpoBmgqChSMBCPU8gus5QPIoIa5dISL+Zf8D9/+4SXC5vIVySqXAhBOBoloJjkMi+Qexn+r7/8HuMTQ5g7m2SXtth7/JTC1i5RyyKtQp8CSQEhVUFVddA0hOr2lLsAXNTakh+M+3nRbasODKxDbI3m6u3M2eYkohlk3dIOvL1t1OthP2zg2ArEnXqoD1JqeZx+ZFlQrbqMqw1sLZeX3Ol3zQfhs95GPFXVMk23YN5pM29X/nl5zzuQU4Xyru9dPSbnZv9xBjKea0xP1n8vNQzvNbkju07R+K7sOEVpAgbO3ybowpYT6EN+27tWK9quHqq3bXmuTi482/3WvRxST+eAIy1u9MIFzZ6bv3DncZcpW9/YvfkcqFLV2l/NCypEDSLKUK3YMGE6MOR4/JwiZO262Sp8RTQuN9ktGtcbngJ4LqbeY21ok6Jx3a2/VYiFe7kOmaodyqIZEOkjMP0mqdxLbv+vf8HaW6UQT/ByY4fPbqzwm58/JVIOY0RUCtkcvS6apjE2NUA4LYhGFEY+uMzbP/7fePTiBnuWgpZMsR/LkF3L0q9ZJFRIqBAWAs0ZrHg95SgHvw3grdBUz75wzsFv/WM6tXAPXzB12oRPCIdbXcuvzorGxYZ7vnufS5lvW/W2m1rbUZWD+hHC7i9V0+5HdT2egYXzd5jHvNXxnlUYi2OjV8dR5DA496uHU5ZTg3K7nfXCXfwVkz9mID8S1JyiNNw8u8lwStIL9dMSNs5ZOrblmMb6ZT9yPYi2q+31HlJYN23XfcN1Z2wFqM66F8Ybbvyu7Q0ec9cjf3csuL2xuTw3kGsa6AYEAhAI2THVlRLk96GQr+W37F+rZqjz6N0p2pmHuX7sPoDTDm6aBhqui6nfE4FW59Cb3reMVvu8gx/Y2V7iwfNv+f1XLxgWWcaHBVs7FVbWi7z19hSJSD83vrpHLpvr+Y8ImabJ08fPMI1t/uwvrzFx+SJmQKdSKZDZWeX+7WVyy1lmSibBBIRVCKmgKypC00HVEapmD1qcpyuHhq54Yb3FNmiOv24KnRKu0BbnXHrhvMVN2A3pwpOgXf9s+PX8NcB47U/X7b6kG6Cptr3lMpSKUCxgx5PX/hraovsYWg2qmze1FOdwOk3fDpJb6eokz2E2nBTkn4Ccnqf8FQfyTu51J1vgCcCEt3/3kpx5hbYR7430ULtO2fDzrJt2F7JeOF9ndY5aZT/yuTkkU1u9LW7oDXlbpRGN29wA6N3n1qU0bHDBogvEHe+bqtAUNuAuxx3zbVm12G/JgUdONOp2A3kwBLE4pIaQ0TjsbMD6ElRLCFOArL2gBo0ePbe3T/odp3D9Co8dbgB2rwtPPld5vudGNu+rl+NXnmfZO882EiolrLVZFj67y707XyPnN7kwnaQ/t8Wzu/+Kki/xzntDLG5UyJUKtiPssA+4nLOEwmHGxy5wefICw5Mptgt5fvfzn0NuG7VSYWNhl2i2wHjS/lBQWAVdVRGqAZpxAOSKCsL580K5OFh2Q7jz2zCFojvUQxxAuGkdhE6huGbKqcd4HBxUHc5pA3+edukAuqj/q60LT3pX+/FCueLpn5paG9gGIRKBWALCUaRlwv4u7O8hsgKsqu01d7qTcI5LUv/SbP1Y3YueQbDr0LzJfaUhj6dPyRbpPNXTme4W+TvpGn6Q303+Y8qpQLkQoifu50eVM2ekEwTynqz384ROr7hvqh3ZdIqGnyX8dlJGr56njhKeQFnebUdW7ZOxCdSOYJM3b1Ma4Z/WL13Dzd5Z9gBi/a92s1dV+1fTauEDnpkvHKiVsnbTr4JZtcGmHu/tAxSqZnv2gkGIRKF/ADk5QyUcJL+3jF7ZxyjuoSEQag223LOwNHjnab6eNnjIa8t1APZ6/VsMNrzV21CEdNnhgZmm8BUa67kBzl1wKLAhsJhH5LaY3FsmFKzy/UthhkdiqLFhIqNvMvOewDA0vn2yxs5769zYfkS1YHpPeM+Iruu8/dHb/Pivv4cMFFjeyvLbX33F8/tL/OTD6yhCJaIKZsIwFYKkBkFVoGo6aLrtKVf0GpTXPOVCpcFD7rRlL5g3QLkzjaLq+qttdz7qVK1ApXYuqrUXI+uzlThPfXzCpdzSFCvuWhcNGw+WG9J42667zbieYDkDZk0DQ4dQCJL9yImLMDyGzO0iZx+hxKJYikBktwETgUX9Q0ICF5C3iik/RBxY94PqJg93F+Td7QDADdZ+ZXciDQP9I+Q/opw4lPfSff0o8hrIT1DOEjo7ka6A/JSNPs2G1q3eXuq0HbWZEzL2xGG8hVLvMR312BoA+pDsdfhz7fDmUbxp3Plc4Ozc8PWaN9sw7Bu/ph9AuTNjiKbbekoFKOSgjD3RQx2YPfBbBwkDQmGIxiDZD4kk1cImK8v32Lx/lyuqwcDACNIII0wFpGl7Mp1wloaqc8f8+gC5X4iIOxbXCQPwQnnDrBNuMqg9Fag/IXBRSUN9upabgFw01qVN5WBWEFKSGBglHo0ghYnSP0Rh+kNEJEVf0iSfK/HmOyke3L+LpdZ09aK3XAhS6X7e+94VctVVFl8sMxiuYi6tInayPL5xB6tcYlBWuBiHQQOiGuh6LbZeM0B1oFw9gHIcL7nw/LnDU1xeccUF46pq69R00AP24BCgXLJDpkQRys7TnhqduacR9D6twbVeO+bWL3z6wbh7WRws+4ZZuduMy1OuaRAwkNEYsq+PiibYya1S3VkideU9dlZmiW2tEFZ0pGoghHLgMa8fiA+UC6jPQlNfp3NgPQym3THrJ3WNP243OKnY+S7k5KH8FQ5bOVM2OYl66nUg7xWjTgqKTsqWky7iKPp6acB0HufFq+5E6uMQIO90INh2sNAKyEXb1YYdvsDu/nP2+zwWD4XsD9qEwnbst1rzWgsFgkFkNIFUFVhdQFSLdsiJExsjhMsj6QJgTbMft4cjEO+DvjSEYxhWnmKwj20tiDk4SEXT0VMDyFIJVhftkJb6Ddx9MRQNh3twfK7jagAaVyxufdYT52XTmh4Huh0Kc2Da+SqnadZmtzCbobzBu+mz3BS+orjAHPurlcE4IhAGTUHG+pCmiVpYZG17jkwuSskaIL8jeOv6VeaeL7G3udOqAZybaKrCyMgg6eEAm/ktvv/d97AKLzC2IiSKecydLMMGTAdhJgz9BgR1DaEFQDfs8BU3lAvHU+4BcnebaIByL5DXzrVuQDAMkTgk+u1tu1uwuQKY9lMfyzwI82joW7U24GxvG1fugfD6ousiIVr9+gG5OAByp5/WfwVYFVh9SWnxCVtrL9BTA+yaeV6svSC9s8FUMIoRT9l9u8rBILc+wHQfTzsibXHtOQq81vO2CxQ/YhlnBNXHlROF8tdA3mlhr4H8zKRjKDoDGD+pYo6j45WC8VMw8lRg3EeBV++JAHmHJvjBu3fZz7462/jc9DXNhvBIFFIDdohJNAZmGXJZG5riSRgYZX93g/LTr0kUdlArJkLVEI430vlzprMT4gDKozFkahCGJ5HhEBjDjLz9XYygwbOlNYQhGJi+xO7cc2RmhaQ0UYyQDWv10A/FdVyi8fj8vNSKC8Z13fbYB4L2n2bUQMs8CMWR1kHIjabZ8FApQbkIlbL9VMBye+/dZSr4esidAUPDNlfYRd1zH7CfVgQiGOEEeztLfPHb3zLSl0QZeIMP3k+DSFL4lz2y32SRxd4JYxGKwsjoMNNXJihWJelUkUzmMQ/uPCZiBZGqxlQYrkVgLAADGsQ0FU0PgB5AqAGoQ7l28OfEk4MHIqnFebug3AlZUZ2ZbVxAHo3DwBhMXkEaOubLB8i9dbRgwD63mCAshJA1r7Kgge6awiVaXWh8loVrmxfQ/eLIfUPM3O0Kuw0WcgizTFRVmEoOYA6N8c3cSz5+usAbu3kGAyGMSAiCMcgXoLpbG4BYLo+4y1bvYKO+KP33+UnXYHwInJ+1nAHYnxiU9xKHdSuvgfwEpVcaQldQdIoGnwT0nSTI9+K58d15SmV2ZMMxlXc8EOxQtXCttKqztmV6bqLCs72BEdwQUFt3wkwMHWJx5PgFGL+AjETJv7iHmtkmOP4eZiwJ8STbG3M8n39KLLPB1VCYWHrYBvpgAEJR2yOu6QfeZSFqnvIoRGOUi3tknn6KECaBWIJ9pcRWOUN1+hqrlS3uPbtDZGmB9yMG4Xg/BLCBTdRAqQ4zNMNMUzy7KzTHMCAUgXgSEin7pVNp2dCd24Vi3tap6TWQSyCRsL0Ge1sIWT0AQUlzWfWnBB4YF67zUK9zQUM4ixCgCnt+bgnmxjxbX3+GmN0mZUriEwZiNMR+JcfgZJSlpyFK1SJmtdpBIzt9CYdDfPAn7zH+dppsPs/cyzk2FhZZWc6T2xRc00pMJ2AiDAM6xFQNXQ+AFgIteADkjqe8Ac5Vu76d2UQs62BWHme0qQgb4Ose8lpIjBG0n/5EYraXPJ6kUs3yPLeNbpYZTSYhs0ywlEcoOnWvvBOHbXkO1JchfYDcG7ri3tbw624ntGjLbjB37KgiKiVQJIQThNLDVJNRoitfcEkpMB1VCKb7YOoScmAMa/YJZFZQSiVAQaDS+ATCZWt9phm/65HnCdFRveVN+Xwq9iiAfAZQfVw5ESi320ov3O27lzNjyJOqn9dAfrh0DOSnbOxx6uOkTOsVGPe14wyMOlUY91HkPucdl9GiQ3fbfurpW8B7PWTFvd9zw3fr8QNZwwBdp7q7yv6exfMHXzGmCVLRMNnNl2ilPe7OLfF3N1/wXmmT6YuDkEqBrtqzQfQPIQfHkEIidzIolQrCrNRi1XUwK1RePiD3zW8oBVSyoRiPX84xP/uCbLFAJifJz88ymS9zWakSDoaQmoFQVA4ARjSeA/exuD2KqicO16g9CUiPICcvg65AKY9VKmA9y6BpAhGK20DeN4gcvkA5u041M0cIE2QVqNr3wgbw11x/zhMC93nwuHgFnnh3968K0sQoZflOn847718kOnYBef0a6yFJYS3LzMU8kVKYe98usjy/7gLU85FQKMj4xDiTM5OEEoIBI8fjr3d4dHsHYUrGNXi3D6ajMBgQxDQNTQ+CHgY10Bi24ixrBmi2Fx3NsCutXLKn/KtWaqEYuAZHzqDIDeQBezAYDNnhWMEQUtepiiD5QJDI1BiPXjxHWZrnDV0QiPbbAwRF1D5iJWmYftNXfOC7Ccy9/dL960rbMFAWjQO2hnYva7PHVMFUEbqGFApaIcdEUkVciDNZUdBHx+HtD5FTb7C9/pLi1gYDpoVhhJBqAOGO2a/b7Qmily57OwFp92q7qvPV10bnWcopg/3JeMpfUSCH10B+YtKLQH6eMH6UYk7SrJ6D8TM25NRh3KOso3bXRof33t2kowVou9P77heN+33rRTSeH1890vZq5/eRLx9R3ZpneXeNva0l+q++yebCHZBlFteX+N0nH9Of2+S9fkE0HABDs2dWiSVgaAzGL5FfeUCpmCEciKNkdzDi/QjNBtZwepSp7/4l+3trbFqSr2e3WVjI8uLJXfIli4SsMhayAA1pVRHSpOmFz6aBBQeQ655hxQkNcWatCATtUIaARrWwjGkEWVqeo/roCy5cfg+1PwV6EHXkAnJogr3cSwqFBZQCRDfWSITCSCNSm09bsQFS122PrBG0Bx+KaIw7lzWAslxfWvSbF94F5yIYJT55DawyRONs5Cxu3XnEy+VF3nhrmnRK4eH8JsqyhqxWkecE5rqu89YHb/P+jz+ASJ7NzSVe5nLMLmyRRHIlAddicC0Ko0FBzDDQjIgN5HoQoRiuFztrYK4F7LoMRiCSRMZT9jndXoPtDUQhD4p5EBctBI1ecuNg2kDnHYlwBIIhLAG5/W2qisk380/JPLzLFbPCqGUyEDXttoxqz8YiXW3OEXc/auBH7wVING5vAHQPiLuXm94/cAM6NIC5a6AnpMQ0YXtzn2IoQWE4iRYMEhmbYmF/lxtzLzF2c/xQgwEpEAHXEwHgIETIBeZ1cHaBui8z+70teYgcCr6u8LC26Y6i+3zl2FDeKyx2FHkN5CcgvdIAfK557ROeoh3dFHHS5pzr+fA00POw40xg3KWw43bXhdqu2o84+jn3s7lpcFF7Rm+Zdsx0bg9RzqHl8oRX1xhTIVjIsb+5RJYq9298SWpllh9ejPJOuo9Aesz2PofDEEsg+9JUDYO1YpHVzDz763uM5/e4+v4PUMMzEEsiYn0YE5dIZFdRiwWubqzRvzvKs7tzVKplpnS4HoaILhCK6/ib/lww3hRL7glf0RwPqmp7vPcyVIq7PJfr/Ounv+TCzjrp7w+wnNslWlxj4sIbKPkV9nMLfLm6zOLDVX4qc7x/YdKevk9oByE/AeclwjQyFLUBvJwHIew5tytFZH4PUSnWXpoVB3HuDeEu1O0XwrA/sCQklqqw9/IF1r2v+XA4zdg+Ruh3AAAgAElEQVRYmm/NKn0DKQa+l+DJ/efsb+fOfEYWTdOYmBrnrY8uM/FGgBs3bzH/+Bnbm2WsTJ4P0vBuEqbCMBhQiRhB1EAUjCjCiIARtiHciW8Wiu0p14MQjEK0DwYmYPwqZbNE+ZmJtr9FoGghdNV2YlvOi7muOHLDACNkh0tFYhBN2i8Yh8LIwh7VZ18j9/e5/XSDp0932darTKcDpCNhRDIFUiD3dhDVMgfxKz6dyAHaepiHG8DbQHlDGk8bbmrHXkinue3XBp9CVRhMTTGQGqJk5ShYGsubm/x//+NvWPz8Dj+VFhUFLLOCalbsgYxTZsPLrHUadx23PDge6dnd0OxcQI9331HE7bk/QzlFsD8WlNvnvBeIrHs5dXY5SRh3/fZUbb9SQH4GMN5pMadhyqmeiy69G2fdJvzKO1VbfID8SOV0qke0PsamPJ603pu0N53fIKa+zZnur/Y4vFqBUgFhaWh6iInL7yBm3qA6fZXlxRfc/9X/w1vaGj/5wSjhwCCBvnEqJqiFAko4jIhEQTcobK2yn1lhfe0Fm/cfMTE4jAgYkBqhpApkKYtSyrL79BPEwBWCqQE2hU40ESVarfBmwGIyKAgaOuiaPXe511vY9FjfAzOqaPwYkrMsBJhVLEVnvmDy6PkNpidVxi9MYSXD5NcWQTFZzjwjFI5y99kK//j5AmPZTcIXIghMoGrboal2iEQ4aoftjM5AOEJ18yVyax89NY6M9SNXn2DuraFaVRQnrMII1bzqtVAXZ5YXpGtQYR+rwGQynWbkOx+gx6LMZTIs333MTz4cgpBgv7LF3lKczNoG1XKlVWM8ORECTVW5dHWGv/jf/x2mvsn83Fc8ffiE7NwGo5rFm6OS9/vgQlSlLxggEAgj9IgN5IEYhJPIcL8N4IUcFHMIS9pPHgJhiCShbxiGL8DQBPm9RV4qFtbmCjNCEOsfQpYrUC4hEAcvKzse8nAU4v12GFJywIbzYARVVRl4/08pLj3lzaUlgqsvuRYJMXhhBPqHkZPXMYtFrNt/QC/nQCqI+sumzhSMrs5U70+uTt4UM07jbz2fZ9n9ArBf+ErTy5+usKxwBBGNkxyZQoZDbK88YHH2AZ/+4m+xHt3iP/SpTJZ1RLWClM4sQiZIFRu4pYd/3VTqPuY24SX1pB2GoDQBfat0NcV/JN7y43nKXwN5iwJeA/mZSUdgdAZA/krC+Am20/NoC2cO4zXFHQ0CO9Dj1dHNYNIXtL1p/MC7BYy7i3LfqOpf5jTBFLWPqUhEMICaGsTqTzG/8oR/+vmvSK0sM/KTK+wn0qzsCxJ9k+Qef8OUBqlEEqmrCEzC/YPMfPBDstVtdp+/IBILIvoHkH2DFHeXsLZfsruZYXd1nSdP5vmnX99m8cUC02qFHwcsBgMQD6iogVo4iOb+kJHLs+wAUCsvuddT7gC6tJC5HarP7zGZ3yc5M0jJzINYZGwqxMbODk/Xn7C9r/HP/3qD0VCQ//zeu0wkAlSLJXSzZNeRrtY+iBSDRBqSabLmPgsrd0mYMDA4gAxXWd6+R+nhbaYHxgkMXUBEEpAYRAaCBy/CVgpQytmHpOo1L7qonU4LIxzDSI1iWUVC8w/4STqIGJDczczz5//pXZ49LfHs5kNW5jYp5EtYlvcNxZORQMCgv7+PobER3v/pD6mEVb69+ZDVZ49gN8f7CYsP0jATVxmJBIiG46iRFAQTgAqKAaEEJEdhaIaColBZfkpwcwVD2OFAIlirz8EJ5MA4UpeUS4vMbj5nb3eH1MzbRKcuYT67g1rOgRFGqMrBfPjBEMSSyKFJGJnCMlRyuS3Ku/uIapXE0BipVJKf/eBNLoktpq7+mGo5z06hTPyt77Hw6Aa5tUUu5PeJBCNIPWS/BKq4OpEXsKGxTeLd74V1DtqubztWaILxhq/v1l5eDgTtF5LTw9A/DPE+qobBvdl5Pv/6MSmzyJ9dHyBmxFi984T+3S36pYVWD82xqL/V6n7nRLpDWPy81S7wdsN1Q9IO4LxTMD+PWPNTAvsjQ3mvMFm38hrIT0B64eR3BEY9AOOnZUJH5+AUj//U4feQclttP93O3Vjvxy2rU13efe3Ofac2eXU06ZQHcc9eMK8CVQ2KebYe3eHzL35L5f4L3h4LUdnKs5iZp9A/zjd3bjNJjr6Jq+SrJZQX3zIcMFD7Ulg7y6jmPDIaYM8IYkUTqLJEuLrGg+UHfP7lAxLJfmbnZgnsLNFX3mcyJLkUgv6AghGsxQMHah980VyfXa8DTguYUX2AXKtNiajbL7KqwQhX3vsJVixKQTPJbd3ESEiM5Dj5cD+PvnnMvVtP+WgyxM/e/yuGhgbZm3tI/sZXTIbCBGJJW18obANgLElVWrycfcB8tsx7b7+HaRRZXHnC509ecKmYZyK3TkCZqr1EOoNlZZH761SNfjZnF0iW9wgPTkEsjXSmYzTLB15RAUJWGI30M3LxTTYzc5SLJsWETiIhGR99gyf3Csw+XGbl5SLVavXEQlqEohAOh3j3/TeZuDQEusWjhTvc/18PCJU2uJao8v6M4M1UgPG+GLFoEl2PICIDMHAJM9RPdWsZo1qG6ABi5A3k5Dvs7mZ4+fI+w9JiLBJFqVZRQmFEcgCZGqEagt3tW1SKGwyPpEkZb5O8+i77wT7mv/2Y8e11EgNjoAZrc+3rNpRH49A/SFU1yaz8jvn5J6xvB0hXS7z/s/9MOBojX9AoD8TYGbrIs9vfMpNKogZ1lrbneLa5RbVc4rqU6EK1XwqWCggPvDbAubtd4mmn7nUat/vNuOJ+kbj+8S7RCOS1F5dlehhGppGqhSxts7Kwwi/+5v9l7u5jrqRC5MMaa9Vd9Mw+A6rzXrDnxWPvtaFOy7UdsgWE+4WXNEW+tAlB6RTKO9HVMk9nyc9KjgTldjs5byrrXl4D+QnIayA/UN8NSJ1quWd0Qs4DxDup47Owx+uVPk6ZTTftlgnbALnPPvcGQWv9hw4kPS9uOeErlqiBOfbczVtl1Mwy19bWeCspmNIt1K1Nrl/5gNmRq8zeuUF4KMaauc3arXuMCYOhqRmscoG9tXXyRYWNoqQUDCESKTB0qkacp4tFbn/7gFhAx1J09koKowHJewm4EBHEQgGUcARCEYQRskMcVL0G5BzwhBvM6y94OgDjhK64viham+aQviFEMo0eDGGWN8htPqOEJBwZoxKA1b0MVmWZP//pFS5PhtCkwsutff7weJbQwirBoSTjg+MQCCBi/ZAahb5hlGCE0Qtv0z8+gjD2mN3dZ3ZxGRFI8lIrEt7Y5O2rKlrfMDIaI7O1COywur7FwoPf8F5QIzR+GZJ9VIsZNjPbGIVdYiNXMI0Ihq4gFAUlMYK0KqSHrhGf3mRp5TlBJYM2UGD4z6boH4rz7e8q7G7skt21p3m0LAt5BEAXQhAOhxifHGX62hU++OFlns7f5/m9O5SzGX6QrvLuSJDrQ1FGUmkiwQhGegaZmKS4vY4RTqBMfsBKocBWZpVx3SAejqENTmNGEuxsLCH6IgRHJItPnhEv6vSnRpHhGDIUYX1tjsdPPmdotI/BN8YJiD729heZf3SHpaV50qEACbUW1q0pB1NfGgZUi5QXnrM2e5uFzSVKIkI4liCz85xYPIAUZeKjcTJ7y2QRrIcH+ezv/5a5b78il6kwFrSoVsvoVgWkDqg0eJXrfdDVDv0GjG74bgB0mtP5hqt4POROmE4wZLfnZIpicYfK2j22snn+6Xdfc/fOY+LFEturJbaloFSFdzVJpPaRXv/rhx94uwYh3pc+3fmcY5GNmxtXjgnmneh6BeRonvLXQO5RfoKaexXIzwPI/MRtx79JGD+HE3BW575T/WcN4ydZZsdA7pe3Qzv8bqit8rWDd/cMDnVvubChXEioWiRVlffHx0CWUAIGoq8PNZpi4fFT1J0sYqSf3OY8F1JFpsamMcUelf11khc/Iq3A0OOnDF66gjI4RrWywnzmGUuZHTQ9wOrLJXQpCZWqvBmDy1FIRQz0SAzCCTv2OBABPWS/wCex496r1YNpAL0w0xC2ori8p2F7nurBCeTgBFJUEJUslZ01dtfWKOsGe6s7LO28JF+AaKjCXiHDr7/IsrKe5979BV483uBNvcxHfWWbzUJhSI3A8DQyEqeYzxAIK+xsFVldv0M+t4kaTJA1JYvzGSZHDEiPQV8a09pG0aOslTW+ePhzVGud+UKSgYCBVd3i2dIjvv7qNm/EBdPBODkk6ahFyIhTDaTYzWYJxVIoiRTDyUsMVfe4sL9CYX+ZVKzEzKXv8eT+SzaXVKrlKi/nFtjbzlIsHh7aoigKkUiEYFAnlkzy1ruXefc7Q+SqZTY27mBtPeGjaZ3Lo28ykowzMDiOokcR4UG2dzfou/AB88UgC/OfcTWs02fobGYe8UIxeJnZ4IOYSZ9VYW/lGY/v/o6BySALcoV8ZYlL6Q8oksewSiiBMMHEIGMXv0MgLMjkNymUtrl/4xZibYeZkTShyauUdjLolRxKOGLP8KPXQn/MKkakD0UmGTBy6KNVnqwsUp2LMD2RIJYIMDCaxNwvoyc0Pv7DJ+w8vk9hdYURq0q/AarihHg4f7KxT7lfuHQDthMb3gDd7nQc/Pp5zb2zCNWf+jTGkRNLIBWV4sID9neW+fLFOk9u3uBto8iFsIKsSKoVSUKHGQ36NfvLqw0f91Iaz38DfNeX3RcXZ1Yhr+OgBSy7Af84F9iG4jvU5TH5eGWejHQN5acKt6+i/FsB8vM2xgsYvQbkpwbj3gvbGYkf0J2G7qPkORMYr/07yQGA6EafaNPm23iU6r8tKqwTPYAN4rW7ZUMYy8GLn0JgvxxnGCAsey7ygIFYX+LSyhxvJOI8eL5AaWeOS99Jsa/v8XzpIencDqNv/oSQXiTYF0GMX2O3sMWDr/87N29+xRdfrhCqWgwqFYY1k/E4XI/CeMQgGEtCNAXhJATsl/MIxZHhuA3km6uQ38d+4dINQbU/5wVPt1fRMCAcRaaGMQfGqBqwOfsp2vpTAgNvYqQH2MuV+ObmPULBIj/4kw9ZfLTK83sPWcsEefxwjkqhykf9Oj9KG4wO9SHCIftDSdEkUtfYzWW48c3v6E9a7O7nyRcKbGxV2M48xypLLl4ZIRINYqbGWNubZWfrBmU5ypdfzrP6bJucFSYwHGbSXGTx5Tqf31xgbXmLoN6H3LjLWsYkFA4xMTLI8tYie9kc6aEQlgyQTqcJ6XmqZgFTaqjRNG9NhihRJDWu0z8Qpe9Ogtl7K2SWNtlazyBbgLkQgtTAANc/eptCcR09EmL4WhItUWDv+ROKe1skU4O88c4PKBVNFsqSbGiczfUMMUtjcX6bi/o8WRFkrmqwt7TC1cgzrEqZvarGbEZnzdxgbOOXjE5fZm1jg7wSosoeg0PjyOkY8w/uMGzEiE2+wfbKFzx9+YiSjLC1WyBfXELu75AMjxO6+DblqSiLv3rMyG6Zvmi8Ngizp0QUuo6qR7gw9RZj+X7mNu9SXtujWJnlVsbk0rUIgcQId57dZX9lnTdHEuSqQdZLOm9WKkzGdDRNAyyktBBY9mBV+IG5B8bdX2xtWHb1S98Ycw7yOF7yetiK85Evwx4QJlLI9BgimSIeiWDtX6Fv+x/4r+/1Ed8PEdajPH26hLm1y7CAEQFxRaA6sxA5/cR9MO7IFWcAUv96qQuEhfsa4r7UtIFlr+e93ujc+7uRV9Nj3hWU2+3h1TvIU2PK10B+djb4/TYlOMXyzxTGTxgGuyz6SOWe2qDklPX7lucDxMfWe4xz2lEf7ODC0XUb9tzUnFAWWbvZqoo9pV89XldD6iphWeXdGYOqVSK4voI6nCZm9bHwYp1SQGdX20CdM6mIPiLj77ClRvmXf/gHfv0/f4lR3SO3vs9oQPJRn+RiGIYMhXTAIBxNIuJDEB9CxNL2tHjBCPSPwsAkZmYW1p6iVgpIRUMIzfO43xWD655xRdOQRoCqgNmHX7JfXmZt/RNilklQSfF4fpFv79xhc22X//Z//gcK+RLP1yVX3rnKW5bC9XCGyUs/ZiikEC3tQjZLVdPQAvZLqNXSNnfv3uT3H/8zyViFUkkwNX2NpUUo5vOMDaUZjehEonFKmNz76g/kzQJqNECpuE8sMoBq6QT7g8zN3uLWs3mePxKoapCtsuTeJ5/x8PYmU2OjpMeiPHq2QzIcoiCz5AuCZDyOtPYom3kK2QqyojI03s/De2tYuRJDkynW1wuoZQ2p64ezj6owu7rGwvwzzHKZ50+eMTgVZ35uE1ktMzEV49HaQ3Y3M+iqBvpXVK0cVAPkt/a5/uZjJq6M8cWtDMOpFNulZ+zvm9x9/JR00uL24j5bUZ1IpEqlusXDB2XifQV2zDIvFzPk5zL89feuEDIryHKQdGyKsqGgatvMvyygKBX0cJzZvMXtL3/P7sMX/MdgiMRYGTUQgFjti63xNCIUJZYepZrbYHp5gkhqnWg0QL6SpRoo8tWdWb6+cYvJPoNMfpf7TzLM6AHeuT5NIhSmsjCHns+jqDpSajaYY8f3N80A5Hi3HaAWLm+3O0TF3Sd9Z3Nx6/QAuTPIjMSQqRHk4BiF7BqiuMOepfB4dYN34lUiE5cpKP2sPFlhDEhpkBQQUDWEYdhPnpwpOVGoT0sJjfHj9QtDbd3ZJ9z7ROOlxC/u251c+oB5p9IE8Cf5MmmnZR5PuoPy10BeU3rCGl8DeXsb/H6bEpxi+X5FnHyjatR7lvXeqszzOvfnWgeieduJ6O1Gn2iTT7Ruj4cNHv2eurRbd3u33B+7EVD/QqKmQ0C3X7gMBBEBA6EpKIpAVWHm0tsQDFK2SoxsLZATJTayu2xo68SGNQKpBH/3i3/kk99+CXubjEck78clPxxUuJowSAUMQnoATQtDJAV9Y4ihGeTwJdsWy4SRy1jpYTKZG+xlnjFYECQSaQjGDo/BdfabFaytVcTTbwgZefJZwb61S3b7W+7cX6SytcL/8Wc/4fq1t5jPfEuuYJEpAOY+geFhLv3oZ4SjFbZWHrP8u8+5Uo0St0ogq5R31ti5/ztGyhsEzRixyats5iN8+fsviAcKXB8fJTWU4OHyLsZelgvjMzyfX+bTz57w6NZTIqj86E8uEUtW2alEWd/SySxsUS3vspPZ4tHDBYrrBTafZQn1KeRyFmbJIl+sYJkSVShIARYSYdrRCI+VZcyqRAUyL/eQlkRzPhDTJnxFSklmdQ1zdQ3LslCAlewWy8+2sEwLRSjsrzynaj1BUwWmhGq1imp/rBXVgt3lEDdvLrCzpxL4MMHtr2+y9nIN8nl+8u8vMjWWgEKJzewes0uSezfm+Yu/vs74RcGNT+8yImLER8YpySp5LIzUCPcfPOabL/7AzMQIUSNOZX+DuzdvsbS0TCJfpnw5YIetJFLI4QsQ60MGwwhZZq+8TWbhW4aGrzIx8xaKJkkrkv3KCjx9Qr9W4dJIjP5omjE1yJXJdxi6/D7zT5+w/ug5l4sFUopqfzAKnQZPud+g0Ok7TohIHdZ9OnDDqmtawrq33O/FZR0ZDGGFwqyszPP8879jsk/h/sou33w7S2E8SXVhjf2t52ibe8xoEFUhqKgohgF6AKEZ9rzuQj0Ackvaf03ACw0fFbIbist4d6gLjdtaN7Tma/GxoPeQ8o6t/+TkZL7o2aPyGsiPIecN5F44OA8Yb1XMiRXtA4BnVed+8HXeje+PCcYdPaK2cCJA3iqL8KQV/ufXW4avbu/Ny7PuHI8ibE+aYUAoYs9mEY3ZUwDW4rRFOGpPXReNExCSIVmhWMqSqFbJFtaZe/F7dnaXSahZ/vSKzuXwEP1WjmHdYmJolGg8jRqI26G62W0I9SEGp5AX34UL71DZXsBcuItOhXy1wm/uz7H8bIP/FAsQiydQNNX25EvHZnzmcrbvxqJawjBVLkxfZbFc4sntRTbmXhJUFkiFwvzgh+/y4Y//PXP7cPPWBp//5gU39QBDE8PMTIyT2X9CMgI7RpZMVMPMrPFOaun/Z+89nxtJsgTPn4eABgiQIAmKpEqmrKzM0l1VLWZ2untE79ntzdp9uI/3Z9x/cmZ3X9fs7sz21vZmdnt6pkVVV1WWykotyGRSaxKE1kBE+H0AwAyCAAlqZjWfGQyAh7s/R4SHx88fnj/HM/wOrkCEn//if6BU2ODhwhwPZpNE4zE2F5dJlU3mr8Qo6Z1E17K4PT9QVD0YZolsfIXE4joVxYEoDjG7VCJpuJh+lWdlKUpxK4tUwCgZaBJyyRLZNNvLAFRARSCQSKrft6+kKV+7Cpt1H+D2wiTKGoxvl7ckwgKlZik18yUE1aUHdb2UX+uPb5SwtkooKDz40/fksnkUw8LjciJkJ8IVIpmLM7W0wePvpsitFYguWmSMCpH+UX7z0zt4u/2sRuf4/tn33H+a5uG30zgKRa78L9fwRXR8JYUOa5q1VJnxDpVIlw8lEILOPmQwTDozhZEpgc/Lk2ePiD57xM9+4QAhkOYqpYqDqTXJo0drZFYLbHgqlPpdWI4M7rE+Nvxe/jgzTXkrQ1A3CDrLaFZtZ9lGIN8xCVTZsYusWnspajV/3YWjcdFtfU2HPb1xjcT2JBMwKxSXXvLsqz+SnH2I8+YIuWKZn9wZQ0jJw6+/p7OYZ9ytE8LErQo0vbqjrdCd1V1T61BuAaZV28W0flVtw4N9cBA2l5W6K8peC0D3HOCajD0nBeZHrds+/zii/Gih/ALIjyAXQH56ML6XvuOWVqB2Hq71abdhh95jBvLGug9S555A3qQu0SpvQ5lWx3f0A7vDaLM+WquoDheaVt3kxh+EnoFq6DVVBatSjfzQEQZ/kFJiDvIJHEN3yG9sMre5ye/+9feQnOFv//YWwY4woTs3GQ04SU8+oFNx4H/7N0inB0MqJKNbyKd/osvjR+2MQGcfJSPH0tYCqZUJejQ3ixtJJpcLjI/cwqGmsLxelM5uZKkIxTwgEEKxgbkdYmR1i3vTQNEUikvTDMTnuNLhYPzKOD3v/TX+sRuURYH5ifvMzydJrRbwaQ60Pg8lq8z9Fw+xpkLk8mW2ZjKMG2WuKwKP24t0KLj7himnvFTmV5iYfMXM83XKsSwguP/1EpfykmtjYR58+QOxSoXBK36cmko4EiG2sMJn3zwnVamAqZPcjFHOFVAqFoKdD3HRgqvP6hZvptcyTDDAwqRUqqDX0iuVCg++fQZPVLwBnUDYRS6Vwak5UJQCG0spOq6O8d1KlK7oBrqzi8mJBe7+t5eQNdA9bl48nqGzd4io4idZqPC34x387NoQXd29EOxC+jowpMHGymOy5RgreXj4cIG3hq9SUCyym0u8Wljl+Ys4Tl8nvaEA3eUAT59tcbXoojMo+fbB16wl7jLz9CVdJYO0IjEtE82+0HPXrpt1cK6H4KyF33S4qosydR1ENUY+Zm3zHnjNHKZRXTNhmjsnT7v+9aHal3Mp9FiGO+UN1C4n5UKOoqkgiksIt5ufXI0wFOgk/eIFSnIdXVcQruq/XTjcVShX9SqYWxJKZaBU1Y9lWwNuu8K7ho3GsaT2eQcAN/qh245J2BEJql3ZE5BPEMyPSX6UUH4B5EeQ8wLkLWHtDID8WFQ2qeSkzvVedZ4VBJ+XNpwkjNfrEbYvBwJy22DQTrl28u0F43uW3SNSghDbf5PjckMwjLx0BbMjRH71FS4h0IPdWC6d5OZzcovf4xICtSPC14+/5c//9hmvni7wP70bIqioeHqCBMNhpubjpPUhRgN+1P63SWY2EJbBy1iMLtMi2BFEOHSEpiJMA6ffh9EVImWkyeWLXB6L4Ci4md206B59G2fPEPnHX+HNxtBcvips1P3M7Qs+65vwSBPFtBgNBej/qLo7pnblQ0qDN8kYCaLLU/QPXKa7L0qZ5yRiFo++e8bkMwNvR5GunhGuXIvgUVV8bg/apZuslU2W5j+ntLVAyB2gUK5w7cZVNucymEoWaZjk4llKCcm338+wuThPJl7G+ciBZTkppMqY+QIzz7JIKRE1a7S6f+94I8TewyzTIhFNI4GUprDh0imXKmgOhaX5VXSfky8/f0ZPX4SffBzBLLzg1eQGSsFAB4qFInMvlvn40yE6+qIMh3V+/sFPCA2OEYul6FQUXIrALGUopUtsFZ0sr6fx+bvpGo7waHqKrUSOLz+fJ7tW5ue/uYI3orKyvogsV5h+NofbCQ59EZAsLhUIqhKH7/V8dRuM7f/E7FhYXLtvHM5qxB9vAPwh8HiRilIF71yquhOpooLTXa08n4FcBiqlqntRHcy3Y+8LG5SbiHIBXUgiI1fBLGJpCo5ijiseH0Wvi8nFdb59soC6mWTEAWotfrtwe8BRf7mrkwahQiYFW9Gqpdwyq9ZzRA3K7WBeI9sdkVeagPkO2Wfxp7DBfD3tSHK+F4D+KKH8WOUk/ejPE5CfNayJJp93zbpPQf+xA3kLsDlq3QeCvUOWO045L/3rJGF8R30HBXLbe9NyTeoTe6Xb6mqnT7c7kduGgFoUC5cH6Q0ghcXGq69JvvyB4YEx9IExSsUMsYVHrK4ssRIroyxYfPXFH4nOTHPVY/HB8DgOPYDT5ebB5ArPniwjSgJt1E0wH6NUilJUXOQrK1y61seCmce9+Jy+/muIzm4y0XWi2S18QRfdzjzpjTWcokTX1R7UW3dY3txkfWGCq0aRzq4+0DSEcNhCIdY2DNL07Q2EhKrh7BnG2TMIwW6KwQgZM8vk3D1ia/MMjL/LvXvzxNcKOMpFSKar50UVcKPCpx+H6ewrEcpJrGAXM4svuP9sBZGM89M7LnRVUCqUuTQyiFYw2VzaIJ/PM/H4BalkBmkYKJagkCiALOy4hNXLcA5MeSco9d8pDQsjW0IBCkaRlw9XEA4Vw7QobZnENlZJ5zbIxCpVtxghcHs8jI5fwZTgEXDnnXfxXxsnpWpMr7nRZ+d5u+MSgWA5q8sAACAASURBVPH3CIUvU47Ns+yW/Pmru9z/9iFb60UqZUEmmuPy8BiIAFur0+hS8DfvDBPfSPDsVZSCWfX46ZGSt7zQ7RSoej1aiXj93gjk2zHEq24ieP3I7n4YGAWPB8wKZj6NtZBCR0N2dCMiI0hFYMw/Q8klUDQFgdoA5vbFogDVjb6EqkKgC3QNxRegu6sPKzzAs+nn/Ov/+wUbU7O8qxm4vAqK2wVeH3hqYUZrkYPo6kN2dGHOv0RG19BK+RqQ19oh6tFZlNcXsD5g2P3Cd3DwAa3Vh7GYHwbgjwr9xzRp+NFB+bEaH08KyG2NPDdAfpYNaYTGXW05BSA/DRhvpesI1bVV5qxB+Kza0ArEm3w9sp7GCeRBgbwxHno7ZZrmt9XTqq7GY836ftN6Ba8Xramg12Ihe3xglnGV0/g7faS2ZnDltijLEsl0iYn5BA8fTuL0TLM8N0c3ZX4x6uZSwIOp60SLOtGNEuOXe3HKIuNXr+B0pXEEevny28/5+slzXng9ZDdz/MPVESLlLOWiHzNRwI3G0uoK8axFwK+QWNrCi2Q18YJ//uIF8al1yj742O3G6fWD4gVNqU4onC5weqrWSGfNKqjrCEUBhxMZ6CSHQcFcxBeMkoxXePjwHisz66glsZMxLMnKzDLff9FB5LKXQZ9K5ulzFtaTPLr/FEfeoivo4+HkKmtbRTKxFPFMBktKCvkCMl+o+VzbIOZCqiLBrJhQqbp0rM+uYM5JpCJRhUBY4HQ6uX77GsN3xtnKJXk7fJPIZQ/ruTLPZ5NspYq4MwlCGwu8dfMTQtffZeaHHF/e/TPP7i6ilw2ErJ59h67j9jiJRecY6SzhHxvi2rWbbM1P4VF15mc20MsVRkNw2wedLq0a1UXXq5O9Rj9ve0x8tQblDkf13gmFkT4vRvwVlpmjojrJpJdwlyQdg2MwdIWikWfq3u/oXJul/9I4itMLxRxUKtXesmNHT/H6/q2v+fB1QO8QMjJKxsjz9Ol9MuvrKBWToAuCPidqMASBzuriaJcXvB3QFYGRm5j9w6xnNikVMnRnU/gUDaE5Qalt2CXUGjSz28e8vuBTNFjP6/C9zdoNbixNwbzFscN2qvNBX7vkRwXlF0B+CPlLBvJWYHMklccE40dpw1le07MGcbveU4fxWuJhgHzPMqLFfbKfIns5sXe/2LcqaTuvNcuf01X1G+8eoCxMPIPjZNQym/ENiC9RMvLEUluU83PkYitkl5f5wG/yQUTjg/FBAn3XKKCRnp1g0OsncqUHRSug+LKkSlFMdYy8WcDvDZLcSDEecHH53Q+QLokqy4yMfYyquljbXOTqeB8lVvjiD98zX6rwdO5zfv/NMq5EgQ+HVaRZBqwqtOi1OM6+EHg7kE53Dc49ry2NugPLKJGbf8SmFcfqjJCXHbycXKAQN5q6j1RKFQpxk4GPRzDNGL//412cmiS7MU9xS+W/xjZZX0lRKppUskUU6/Viy3PxLHhTREpUSXUjq5pYlsXy+jqbXycwlAory5uMDAcoly021uHKtX5UfwepYoZUbIFoKcWTly+ZuD+JXjTRbFfArBhMPX2BU8/x8T+OojkC5Jwe3GNDpKaWcShwOwBX3dDv0nC5vODyIhzO2sLNxk19mmzuUwd4swxLE5Qn/o18h598Z5jH0RjXwv24yaOVUpSKm0QpYOoqPYNjqJUiYmENxbSQuhOhOF7raNzZ0+VB+juRgW5y6VU25r8lUNng07EAKZnjvYAg1B1GDI4hghEkKqg6wh+C3kvI/mFKgU5mLIXFfJl3S2UuqyYuCVITiO3F0vDaWm43Gdt7th3M7ZFa2J3W/MKzPY61A+b75muxduaMF3z+aKD8AsgPIecN3hqtjSet/1hhfI8K2j3PR9V/VtezpdX2rNpwgiBer69pnYcB8iPobjUhOOwEsFnZhmfqdpqigNOJDHZh+QOko0vkN1ZYiW7xxaMpLiUM3nmnn5XFKZ48WSaVNrjqhp92K7wzFCZ49Sdw+Wc4dZ1xZxDRHcEI6nz9/V2+WJhDUxVy+XnGRl3cfO826ZmXfHRtFHV8lIerk5iZPL19t+m78g6h4QFyRpSllQSj42PM/rDIzNeTRMomH0bgZkhFd2o1C3nND94fgp4RZLCXSqWIcLhRdIPC2kucqhetcwDF4aPn0g3Wp+7z4OslOgdHQdOwyuauTQ6FEHR2dXLz7asEOtx8c2+NVzPzSEOSjObIRavhCesh5X40D95zIuVymc35NVAEJpLVZ2s88DsQukZ/zwAjQ72EL/ewltxCmfyOrazJN18+IBuN42qoS0pJpVAitZ4iEc/ii3gAB7FYgRfTa9yQFUZ8MOB14vEEUNwd1V1lhQbYY5E3APm2tby+KY+EUg6hKbgvfwJdYdajc3QM9KEPDrOWnCK0pqC4NTo7JMVSmNKly2TmHlDZnKdHCtzdg7WFolWYfr2IVKv9G+QGjx9DhUI+j9DKaOFOVrNFBhwWg+EQjtGrcPPnyPAgxuo0SsVE6YwgIoPIjk5mnz/gsz98jj+RIy+haJo4RAVl+/fWBo0dC8VpDuDtSCswPqwby2mD+RHlRzE2XAD5IeQCyHenHanCNvW0WfTAqk/7Wp4ni3grGD41GN+jDfvVs+94I3ZeY/tvblVvq3MhmujbS/2uB2Dt/2ZpVX1aLROrkGXm0V2+vPs5wXIUd9jP9GwULbaJM+FkcS5JbK3AqA4/64IbIRcd3YOI7iEKZCgpGs6hKxSQbEVfsbSY5rf/ZYbERgKfrvF3/3gVX2+G5c0EN977GUY6x5PZTUJuD+7CJo5KiVhynoXVDJojgOrJYlkmv7oR4YpXoZ8i3YpEdbtqkOKshnDs6Eb2DJN3u1ie/JruUDdGucirx//G1d4rdAVC4PSge4MErRI3/ZJkfoawP0VX2EVyubIjPJ3D6WD81hjziSi//z+/Yn1xk0qhjGKAIgWKPLvb5C9GpASztgjWNCnFCyAEGbZYmlokEfeQTcXpWc1w88ZlfE4PTkWhuvvrbskWIJnyoAZTzK/nmHs+iZUpMhyEvg4XnmAYpSMC/m5QHMhcGoqFagScXVBeB/J6fHIBWAizgnT5EcExttIbzD57gKbnubs0QaTbzyVzg8jIexRcPdCrs1Qo8GR6mtL8Kr8OOHCHI1UXFZfn9YY/9UXYDifoDqQ02Hr6J2ZffoullUkWJdFMgSsuB77BYcT4bbj+ARWfn9X1F3QEu+jwOZBuF2XLoByd52pAwRvpIrO2Qc4y8ZoWimKCUg/TWHsJWePcNqzl9fGlmRvLXmAOxwzO58uV5UcB5cciJ72g8wLIX+vesx1vEpDvAeP71fsmWsXPDYi3uJlOqk37Xs+TAvIG3fud/0Zob3V+hP14O5AuXz94payGRauUIBnDePg5m0/uIxcWGHtrhOUEJBIFFrdyeGKCDgnvuSUfdgru9DgJh8Iovh6scpnk6hQJl4bq8qN7h6iYIZaWsmzOb2GlS1iqwmf/NMNHfx/h1nvvY3UMsbS+yfpKnri2iZVfJF26wWdffc/KUp5b7w6T34ozNtTDB7/4Ne7MEqJisTL1lEtIHLpWdbnx+JGBTkzdQXJtgrKVoOL3MTm7Qik4RLbvOqvLi/jEIiO3PmXk4/9IR3SW+aUXJJOSgdFB1Eq0Ghs8lyeXy6Mogq3kBksvtkivZ1Al6Igzu00upM54klg0zrefP0JqCj6fl7c+EoyOrdJ/ycFjt4pZMnddJ4fDwbXbN3n7g6usL94lvpAnsRplTLe42uWkI9KH0j0K3WMwcB2JxHj6JVohA4r62q1je/dYG5BravVfm9r9LwCrlCf38gm+lQU03QBXkI5IL5YrRNzKMZdM4VI7mLj7z0x+8x1XsjFcvZcg0IHs7gO9Zu9X1JrhWoDmqOqrlPCbJmP+EFZPL9PPpxGmRd9wBNc7P4eRt5C+AEVpkdZUFK9gY3Oa7FaGaLqElVhmpmCwup7h/aLFkAMsWVtoWn+h1EC5vrjziNbyPS+sPRb6fnlpE973CM14UDli+Tceyo+FTS6A/HT07tmOU4DxRjVnYR0/dhg/6fMmT0VNC+W7P54WiO+lszHTiQG5beDY75rvVV8rn/W2+pLtAShl1UJuGlAqgllGzye5bWS4HlJxZTZZWl5joJznjldyyylxaQJ3l05vhxtfVydq1yB09CM6x3D6u5HlDPHMPIXUDKsbSV49XkMtVeNvW5ZEMZyo8iqzyya//f1/ZnV5mfRWEa/D5MbbQ5jaFo/uTjA2cAn9HR9OTef2e+OowxHy8S1WZhNkNhL0DvhxaKJqKfcGwN9FzipSLMTx919iJh7jwYtHdDg6ya9HefDNd3w6PkTfW+8ytxVlZmqVS53duBwpBkYHGR0ZxqGo3L/3lOzkEsVCieknC1imRL9YpHmuRFoW5VwRCaRzJZ7ezTP/agbVK9CdBqZCLaJIVRRFIRjsoGegk9mVNLNPk6zMrOHOZPhwwMHQ6DD65fegexTCwzD4FqVKiqUHvyOU3qKrIwxCRQhZW3ypVCHcHvFHd1Qt3I6qy4miaVwevcblSA8EOrC6BhDhTubi9/j8qz/xYmKDaNQivhanu1LiH4Zc+CL9MPIWDF7HzESxchm0QDcyn6zeyWrVb11oOr6hm3iHrxPNzKCV5xjvEVy6/Q7qu78klU0QffmA9aJg/sVLSskFXs5tkS64SW8lGHeZvIrmceXK+Dw2aJS1Sfq2W0kDeG8DcaP1u0WIRLu1fHvToWYXtLGOfeQwYH6G8kZD+QWQH1D+koH82GBuDxjfq95jgfFTuHi7Ji1n2HPPAsT30tssYzttOcx9t1fM8lb3k7AliFbHmtSx7++1WcmlVQWYigRDIiT4g93gcmGW0twyMkR6Bb0ujS6PjsPjQvXWdlMMdkNXL3T0YmhOltYWeDj5lMcvHnE54mDg+k+5fus68YUtyokclmVRLBS5+6cf2IxtUc6UwbBQAVNReBifpWIaeDQnfX3dZHIZLvWHcXtNUpsTZCiRLCXo7A9SEAYeaaA4HAiPD6kprM/c5duHn9Ex8jbxXJyl+VXcY72oIsO1sQDuoJeJhed8//Qp+WSBcrGTL3+YYGZqBUwFaUqSm4nqdvMSZOWCxs+zCMA0TFKbOZJRUJxUI/pJqiEV3S68Pi89/RHe+ckYzh6Tu1/8EW9mi496nNy6McDNoBPfjU/g5t+Au7rAtFhOsJna4FUpxzW/D7/Hg5ZNo+oehNBrriu2qCtOV9WFyhuoRjnxBsDlxhkeqLqhBLvBTJJNTjPxYoKHPyyztRDHyFcYUAV/PeTl1uVe9MHLMHAFK9TN2tpjyGboivSRicZwaG5Uw8AX7kNxVUMcSlVFxubo83TguDSM5+otVpJrfPf1F0y/nGV6NUeHzJKObpJM5ilVFJymSdyhEKpY3HTBiAYepbZ76/Z4YYu8UreW2483W8jZTjSV/WC6bdg+iBwTmB+hbW8slF8A+QHlPAB504f/jwTITwTGxelct2bX6Cxkr3acRrvahnHaHzua9r99yjYCddOD9jx7TQ4aTmqruludb/uDtm4pF1A3LQoJ6G6kEKiaxrCqc8koo2gKistZjX3s64BgGNHZAx1hpDuItTGDa32OXhIosWWu37qNdBlURIJ3f3ITrSx4/HCCxFYCK5ECKXEC2w4hlqSSLgBQ0eHR/eesJiLo/24cVfehFV0kcibpWImJjSwZI8+vu/J4NK0aylEIPOh0ucPkCzqLswkw3USjCQrlOQo5lYqpQybK998+QZRdTDjh+cNp8ss5VOv1KWpc9Hkh51+EBFl83b0VVaF/qI/+ywN0D/cSM5eJPlknYBb52ftv8/E740hUZHQdBm8gB66Szz5ka2saj+8GRZnHP9JLxrrKvckpxrbW6Qv3IpyuqrVcU6s+3m5vNf63v7N6L/hDVRB3upGWAS4vZimOVVoknomSTUu8zg5+/otBPMllBnx+Rq+/j8MoI0M9CLeXXKXIfCaN00xAZoLN0ipzT2NcwuC9X/3PCF9HNZqQqhO68lNu6RrLC8/5fnaOe//5n3j2bIFitoxaMbBcKmq5zICU+DQTvw4+YRFUYUiFXqUaA15VRHVGI+wDid1abifS/ca7Zu4o7cCxzSd9r6z25rUrhynTrI5DlH9jofzI8pcC5AcBjZPQa/++H2CchP5jAc5DWMePquskr1s7VlO7nKQBsJXu0+qvhznPB/UFP0hZYcvT7H5pPEe7gLwdK3lj49odrOoWMasajq6+UEtREboTqSoouhMFs2oddDoRHi8Ew9B7CSIj4A+CpuGsdDHk9pB8/Ac+GetndGCIJysvuTVYoeuDIb76dousUUbawgY2ORsAGJUKmc0ElUKJB27JI6/OzVvjCCtPNlFhcT7DtR4L4dSrIRA9AYTLT++VT3jb5eXuva9QDZVC0eLVV08xK3muX7tMd6jC+uIG0eUkmdUixXIBI22gWafXPS/kdMSyLFZWNoiV82grrzAtg7/++TsEXWVG3v0J2aAkkc3jTadxFDO4C2nWF+ZZypQJDyXRvG6WCDH9/BXe2TkiniKynEXKDoQqXkf9CYQgPIgM9VYnq4qFWdigInWSSxP4uq6guzXShTTTG2mSRYWPP32XK0MhSs/yDA+8h+f235J48SeElcFZjKP4eun0dRJfX2EpGufL7x6RWohy5ecfo4QjVESW1MYSBUPH2TXCXLrA5Ow8VrmEu5jmJ52CkijjtSycloGugQ/wAh5ZffmBIBAAHICyC8gPKi1I2p7cLtQe+814tm4sbySUH8l4eNIuAOcNyM/aOt60HT9i6/ih9IjdH9uZ+R9WDgq/7eQ57OB5FiBu13UgnXtZpBvqbvpb2wTyVtl2AflB6hI7Ib0VuDfqt3+u+482GsGEAkKrbrqj6VXTsVaLY+4LQGc/DL2FHLgCRr7q66qqOANd3FQ1bnicpLQcA6oHNSv59tET/vz7SUqJfPvbyUtJMZPj1XczjL01iu99N5o7TNjtIpxZ4EZIxdHdj+weIa14KedLWJUUnmCYK6MjZMQqLybnWXqxhMMSzBsOZhbmiccyFFMljKSBsOSZDakXcrIipaSQyZHP5jEVSSDUweTjZcK9AYbH06zky8wtbeIvprGUNUZGi6QqPjYWnrORiILTzcrmAteGiwz0XCU9PUMqnyXUUa4u9tzeLKgX2TdGWTOgvEoFnXIlztSrSSa+/ZJPP/lHxn/6D5AscP+H3zM/E8f7UQfp6UcYm0m6rvfhcuvkgi6Sa3ECMz/Q+9E/MnbrF/QODrOwNknIp3Pro1v0j18C1cDMLZIrpVlLVnh+7x7//Z/+hYhu8B9+dYMur4NLVpjUxAx9Di+ZVJHERhyvJfFIcFjgtMAlwWOBG9CwxUPfa7xoJnbQbod99wPzupW9HWv5gYxL+/i1tyMH1lmVNw7Kzz2Qnxe5APJjUHnSQN4mjB/HKTtp+G23zrOCcLvOw+ht1zreEqjbAfL9MjTmbQR4sXc/anWgDvCt2lJf7FtPlPa0Wtl6bGZB1Uqua7UYyYFtECk5FPILj/FFRrGsCpruw3/r1xhqjoWp/wecOVZnC0w8i2MkiigHfaBJkCUTWSiSTc/Q6R6krOWJG0XwRhA9o5jBXtZjMdbTeV5NfE8k5KUQWyYX3yITj6JYJpYByzNrVKSFNKz6huIX8hcgQko0E/KxNFP3CsQvdbMW3cBCxaW5uXE5RHzAw/KD73nw9AXlQgapl+jqthju72awM8KLe8tkVrKEwgpBTEQ9Pr7TjfT4KBeSLMx+RTwXI2mFGBnv4uHEY5bXC3zqclEqLLG8NsmDH56xMZkh0tlNuM/CFxog7YtQSsywlNggupTg/euDRDQTl7OEIdw4Uxa3b0dQLRfx0jye7BIl3xivZu/z1Z//wNLECwqrCYyAm8zcEuFr18kV43guX6Xz+k9ZvvsNytY9ejQTnwTVBAzQTHAK0CUoigBFQWwDue191wll/4WZ9eRd9/sxW6zfEDB/o6D8jQBysfPrmchZAHkrmHwjgXyfwePIOsTurycBq2cNwOetDYftC+1Yc/az0rRTfs8IKk10teqHSu2LsB3Y1lHPJ5rrtD9cxY5E2/eG/5jr9dRDwGlqNRyb7qyGalM1ZGyeeHaFWHweh5Vga2mWa73DdN7+DZVSDK8uWSmqfPaH58w/WEbUIrAcVEzDZGF6DeHRuP2zQTaimyQ2TDKXvcjQAIZaRFZ+YGZmhS+/fspQJIiRWmN2tki5WMLhFlTSEqti1kD8PFlaLuTUREqMUpm12VVW5qGvvx/3QIDEZoncOw7uP/mOr//0EqMMV8YGuRTuwMha/O7RMgvfP+WnziJ+byfCob2OuqJpYBmo+ST+XI7ZqWmUgetoahe67uFXv/oF4bFxnkw94cXTL4jHYqjCjbQqTM9mCHiDTP33rzGNDa71Wwz1DeIOOchnF4jGlvj6+2mWF2NEggbBgI+Yy085leO7u//Gn373W4b9SVxmHlVKyGXxxbfoyW3wLBYlHLzEvegGP8ws8DMh6fa78OpuKJsUkjlM03w9XAjBa9eVRjDf98TSPGOzKCy0CbVt+pa/IfJGQfmh5QLIT17nnu043fO/K/1QlTVJbvU7D1v3ScD4kQD0mORH0YY2YbwtHW1M8vYLabidr1Wd9sGnoVPtgn6xs9h2/U3qaNqsBiBHvH5QK2r1pelVMNc0KBdhaQJHYgpNKRE3C8hQH+uJOZTlp2idvVAOs7E+RyKagZKxwxB/UKmUDEpxk6AngKuvg85EgFD/IIank2Qqz9TTVb778hFTD9co9KWwtCwzEzmUskCYP4rn+oUckwhLoloQX48Sj8ZZ7XCyEV9jeSvG5nSegMvL8Kc9dEe8rC6skHg5xSfdOr+6NoKvM4SFhqKpiNqOngIL1ddJ981f8GHvKEqnn9l8Ht3rJzQQ4u6DZ/yn//u35KIzJDbyOErw3RdPSKSTuN0xTGOOQMBL9toAK4NZ5rZecC1T4F/v/sAffzeJGwdBn5P+MQNnuJu38ws8+PNvySyvsOgWzK2XcVUsAkEoxFKknr4gW9JxjQYpmU/oVlN0dfrxX76KFh6mmM2T+PYuophCpc7HArF9z9dP1EleBPZxYam97zdmtAX4jWUOEBO9lU4OpveNgfJDs+YFkJ+svlZppwnkxwLjexQ8MpA3s0Y2eT+KtFwceMJh2o57UnEUOZbzeZwwTuvxx96n9qynBZCLhjyCvets7B/NJgKiId+Oh24DyDcF8vouhlr1pTvBUXVhEaExXEM38GZWMcqbVNw+Hr/cwBmOERm9TXx1Er/fgS+oExUc3HXFLlKiWAZOh4lwefF0+whd/YBnyzHmll8hFTf9YRdTqmT60SaWaiGK4mg6L+RHLUa5DECiVCKbLVColHFIlYDfR84oMzGZoxQv8O/eucknt24Q6B0mvjGHc/YZnVapureOrtVCHkZQ/F04unoorN9ldXmZf/nt99z97DmraxVmny2iGQaaFJTIs5EpgJSURQkQFLbSbK3G6Orz8/ZHYzgCUV4+3SC3mKUoIaUo5LMqP/8fx1haeolViOFVDNSs5JZH4hfQ64Bi3qS8leXD4VGc47dYzGUpRTN0D19Gef+XJFUPTx49YyYruV4BjwqeXWemDctSs+dz473WEpjbNX8fIBLLaYP5AeWNgPJzC+Tbena8nY2cFyBvhIWTbsNJAnlLwDlCvW3DWJt17VvPfkoOOEKdRwhv/HzYyo4TxqE9IN+vwkbYbpZ9Rx777xBN+ls9zfaO/XtjOTvwiyb57K/6ArCapdzphkAnsncYMxgmuvKMlFHGH3Hy/NUSiZyFJ+AkE3/A/cffcP/eHFvrsSNZyaG6aC+VyJJYS5I149zsGUHpGmD92Su+/ON3CFcRl6eMZYCogFZWzrwrX8ibIdKyKGdLKEBHh58b718lNOBHU4qEpMXHv/klMuDjVdJFXl3DY2RREqsEO7oRDifS14np8bGZS/D40ZeI1AS6J4xRMfnuu2lEUeK2JPa9YIW0xQFHYlUMrIpBrGwwpS8j9A7SyepEVpGAJdFMiTQKrG7EQXr5+GonHw91UohGWVlNEo9nMSoWVMBbzFOZnyCRymIqAs/4ACtWnt9+/hWf331GXzTLkBtMBWTdbcUeeaUd6G5+NncWblXuMCB97HJ6vjHnHsrPNZDv0S9PVc4dkJ/uud+RdujK2qj/QDr2AOjD1tGsrv3ate9g1qygbH7oPJDLaYO4Xc9B9DUbf5r22b2AXOwus8u63QSgsX22A/j2YNUKyIWtnNh5fMdAZ3sw24HcDuZqbaFnsAcZ6qVslcHho5IVpFNRzOI6t+5co6zlSa4tc++beZ59s4xT1dBVFcswW5+X/UQIvB4PXR4nHrNEOHKJRy++Z/L5JEKVTD2LkUokKW6VL6zjF3IoEUCpXObF85fMrOncuv0Wn3z4AUWHwdLmK/KVLgzhYsPhp7K+zp1ICofuAF1jc+k+3z57SMXYolQoMTfxioVXW1A0US3R9jBTKZVZm9kkV7RIpFMotftVURTcbiehoIuenn4ceR8fXn8XlyZYm5nH1DeJR+/joUixJEmsRnHliyhlk2hZZWJmium175h+OI+5VqZHB68AFfsw0jBmHHYwbsPFnLrOfV1Y2ojEchjAP+qk4ICn5txD+aHkAshPTte+bbgA8qZAfiCwa9Gmxs8HAcpm0nJ/h0ZYPUNyOQsIb9R3UL0nBeS7+lUDkNvzHReQK2Jnnh0vWqQLUBSkpoPLS7ac5/GTu7yYfIHXrxPqLFOMJ4hWXEh/ALdapEv10OsP09ndzWxljnwq0/rc7CMCcHrcoBiYmRj372WZ3Uoy9SqLYbhJb2WR+fLFpj8XciQpFooUForoGw78Yhm3R+Wze4ukM0X+6q/eo1xJMb8Yh0qFWxggLMCCQonBgI+MleW/VmTpAgAAIABJREFUfX+P6ckNyrEK2gGAvC7lYonN2RWcLieDgxFM0yLc082t92/gcxeZnZsn7FWJFjaYeD7D86kMG6tp+nNlxjwgTMjlTVL5FLkyOHQv03NF7k9vYmbLRFQY0aFD1OOT2yfgttbuGoNs6W0/Ptol9CNUdeA22cucjrX8XEP5oXjzAshPTte+bTjhxrSCpEOpbVHoSEDeBMb3qrPd9jR7Pw5pu87GDCcI6ccC4Ue4OY96npv6ae+hp1UdzYBc7JOnsb81A3LF1sZdsF3PYyvXeGwbuhu+219Q3fmzUsJanmTx6yn+9c9fUikW+ff/8e/YKqR4/miBcETB4Rtgs5Ln6vtX8YbiKA4H04szR/qzWHfohC/1s5LLkUgozM2kmJ9OYGQrKGYBwcUunBdyPCIkGMUKsy/m2IiuY6hFfM4wubc0chWFSLCXt0a7cHoEVNKg6nSPf4D3Ujf/9rv/xKPv1ogtFtDMw7tQKRLcDgdjb48wdOUSPf0hHFqScvoFpc1l8h19TDx7zsLMHIsTOQJlybBPElTBCSgmYEk6THBaRVYnZijF8nhMuKLDkAYBBRyiAcqxjQ3bJ4TX6fa0ZgagZn7lzdIPJCcNzoes/wBFzi2UH5g3T9N//C8JyPeEB9jx0D/pdhwaltsotNf5PCyQtwV4ZwjjB613e7BsVuiQI+mB2yKafjyyHBnGmxTe8x5t0QdblWs8Tzvy2B6MOwDaVnAvC7kdvOuWcZqA914gvsNyJsE0IJtAxJbonH7EL5U0XXeu0zk0zsZcinyuTHp+mdlUDFeoB9Md5L2PR4lmM7j9DsqJ4uFcWIQg0NGBI+Dn8eQcuqqwupTGTFcXzl3IhRy7SEmpUKS8XEIogmC/xcKrDXpHA4zdGUMd7GB55gdCW9O4B++wmlxnbfMx39x7TiqaRy0pR54k5vMFVhbX8A4FMZMlymsvKOTirCzl6VVyrMUsnk8W8Fcs7vhgzAWhGpQLWbWCOwQUTAO1kqXHWd3Vs1eBiAI+AboQCEW1bRpkGyvsg9c2hB/j/dYOsDfmacXPjZOEdvVvlzlZ8D+3UH4guQDyk9Ozr/4LIG8Kivteo6PA+AF++HZWefRLZS+/a1Bro/K9QPMA1RyLHHZi0rSug8B4k/w7yogmZRv61w7rVJPPoqHz2IF7+3sjlNs/1yG8Ib3RlUVpyF8XWYVyUbLAsoj0DtIdDiMGR5lNpnnyPMncUpl3/EV+cuM9Qrd/Ql5X0QIBiotz3HzvMvfjkxRTudpfxu2Ly+3iyp3LlJUis09WUEsFjJyBeuE7fiEnLNKSSEuysrLG1u8zdF8OsXW7h/VMN3LT4OOBNCOlDEbJwDD8WPQiyosIjrB+oiaGYZLaSKObEl1kScSTeNUOxsOCmdkoiZxBr2HwVgCuuiGsgAtQLEBUh3O3AL8CYb26VttJFcx9VHfyVOvhTrc3CqsNWo0GgHakHcg+NPu2UfDIYH5yci6h/EDMeQHkJ6NjX/2nf953pB26sjbqP5CORmBqp3yLdrRsU5uN2fM8NR484uhy0GtwbNfwCHKcIL5dT4vr307+XeVaAPmOid4eQN7omoIt/y4gF7ZNhvYA7kbwtlvLm1rOa82RFpgghABvEE1ILMMk8/R7Mo8fMW7k+fVIP/1jb5HxORgeVknlKnh8IdAkPQMRosYaxVwe2SaYq6rK2LVhOod9fPfnh5hbaaxjmIteyIUcREzTIhfLUMgViPj8BPxFOvyXSWp+collOiM3WY3PUCkXjw/ypCSbzrE8tcKl/k7GP32XoaFb3P/iM7ZWNrmul7kWhCEHBAGnBcKq/qFl1sC8vveXooAmwCHBKatwrgulFmtdRShNfMob77JGgBWivd/aEtYPSegnZtQ+OWv5uYPyCyBvrx0nqmNf/adwFlrB7RsN5AeB8X3y7qdir7y7/lo8xun/kc7nCUhbk6TD1msbFNq6Nvv0wb3OnWAPPTaYpuHdDs7baQ0A3gjfjZ+VmuJd5dgJ74po+I0SRG07bkUi8jkGs1v8r/3gdQXoi4RYT0TBK0EbJZFfQ9cFl8cG6Q6GmA9rvHqwQCFXwrKsfU+vIgSFdJYfPntKbCFxEVnlQs5MhJSIksn08yUWVtfpGxklPR6iUMjxVkcfxXyZ9aUYVqm+c+zRxTRMrCIoSgfdl7t5tfyC755Ockmv8MteJ8PBAB6hoqZTUDYxK5JCwSRvWkhAB3RRfdds31UUhFLde0CIPSzlkp33f32MtAP6UcbhlsB+wDxH0b+j3pMB83MF5RdA3l47TlTHvvpPCciPFe6azOJb1XUUIN+zbJM2NH5uPL/ttuWg4LmLxw8J6Mc2YTpGOSkI31F/w4BwGCBvLNt0PGuE/oZOY3/o1Z1SWwJ5A0Q3A3A7XCtKC1Cn+XtjPTuAX6lCueagu3eAcNCPUEF0dHJpYIT88CgLq0nuf/+MfCxOIDzCe7/s5klPEUuqxFYSbCxFMSvGttVcCIEQAkVRMC0TaUkMw2B+bqXq8XJAt5cLuZDjFsuyiG2kkRsQW0iTXgsR8n/EtUoO03Tg1H1VlxDr6O4rUL0nHJpOtgT/1//3BZXoAt5ylg8G/dy8eR3v+EdYlQrWw8/QDJC6H2N1leLyBrploVLzLacG5gIUoYJQQdGq/uT1kKf1QcnuKmcfe1refns8B49VbMDcjJ0PC++7wPz45VxBedtyWkBuV3nqGhuUn2QD9qu7/oA9DXmTgNwOVkcB8rZhvMlEoC3ZYxTZVcc+o9V5AG+7NJvcnJgecTh9zR4IO+pp0eF3TPbsusXOvqc0pjUB8kb/8EbrtlB2wnh9d85dbixNfoNd33aZxnpAqCpC15EyCKoAtwdLEbx8fJ+llQliS5P4KxofvzdOyW+QKRT5xW/eo5Rb5fHdATaXYsSjW+iahsfjwe1zo3sUZl8uUsgUqj3WuoDxCzlHIiUCqBTKJNdKxFN5Jl89pKtzAE/Ij6mIY7OUq6pCuMtNMRPFTOYZVF0MhuH2Jz/He/uvEX1XKabXScw/INxzA7PvJhP/8l+Jz2wyDHhENRb5TiDXQFFfW8iVBgs5tnFhL3eVVs/0c7tZULty/NbycwPlbTPGaQL5ScPweWjDBZAfUIcNyMXOpLbbsKP8fjDe5HhbemtyEEu4aPXlnIyQpwXgu3SIg53zXXXsMZlqdW8JWvcxOwzvAPY6QNePNbyaWb6bAbRaf1cbLOZ2/bYQB8LWlh0gXqtLVV/XqQiEKkBVkJqKkknTv7lAt5HFrej0BFVC+Tj3nydxlQzeHdfZzPfhcI+xNL2Bkc3S2xskU4TFtQ1WVxcpm8YBL8qFXMgpi4RULMPv/su3LMzM8s7Hg3i9OoFQB9mN2LEMZ7ruwKMHCLst3v7VR2ixRbypDMEP/w6jM0Qm8YIXSznSlpc7w29zbyXP75+vcj1n0ucGoVahXBWgCKWasA3kdreVmqXcbiXf8f0YpCmYy92wv6fsYy0/znYd4wPpXEH5/pnOBsjPjMtPEsjbgfFGy+BJyo8OyFvA+I7yewF5Cxg/FBS2qrfN0W07lNwpwnlju0+zH9Y/HHUSYL/GB7l22+4fzZSLhjwNQL6d1gLGd1izbZ8VG4irKmhqdVfOOphvt0fWXEOs2nvtZde7A8ZV0LTqS6+9a/UFYwIHXi6NOjGL/fRGkuhuBxlLEFqPckc38Kw8Ib0l0Csa10Y60ZwdrG4u8PXXG6zMxDEzeVTzDMfoC7mQNsUwTJLrOR5mF5GyQO/4dSqqdSxIJ4TA7XaTKVRIz4O728tWPMdb3aPIrghTi0/54esveTKxSZdDsGj+wL9+8QhjYYW3vTUYr70UxGsgV1rBeO1d2saqRgPQDmhv2ur9f1gr15Pj8Cs/7GNtP/1HlHMB5RdAvncbjr3etnSfzfnelX7oCtuo/zB1HguQHxbGD/AjtrPK5uly15f969oR5/kEF4eeBYA3032UdjROapv27yaJzYC88bP91Zje1EfcFi1hPyDXVNB00HVwOEB3VNOR1Ygqlvn63TJBmq/hvK5vB4zX63KC0wUOV/W7qgASISRSCaOql/E6HOB0EbIM3h//hApg6Q6urS2zvr6CFQrx4MEEn/3pBeuzBdTKOXmAXciFtCsSilmL+RcFFPcS3WGN1aiCrOy/kHkvUVWVcHeYlfUtAgEvmBYdvT1cujZCsbzOenyeTDpLqBhlcaHE19/NUcwUueWw6NOrris6VSgXitICyO1RV2xgvv2ZnYs9m20O1E7ascoJWMv303NEOfMxrS1eugDy46t33zzi9H74Xr/ztIC8vRnh7roOCuTNwFo0y9hYZi+A31/9zgTZIvmAcL6jTBvlmrarRVr9wGnefPte08PU1wjXjXmaATm7y+ya0GG7R0VD2h5AbvcR3+U3Xrds1yzZDge4POD1g9dXBWyjDJVSdadOy4BKsfrdoArp9fYpNSCvQ73DVYVxlwe8HUhfsHrMqoBRqp4Gpxs8QaTbR6GURdEcqG4/s3ML5DMZHs9Os7JYYjP1ihePp4nPF9GMMxyfL+RCjiJSEl3LULxXJtjnJtDlIrVRONLiZKfTyfjVMQZGunEYBsVijsiwk7XSGvf/PMPjyWXSa3FuR8I4RAlvdgXdY3HDAf06eJXqAk9VCKpW8rr/uM1CjmBH1JVdsodFQ9DwzKin7To57Bj/z4nnZHtyPGB+plB+noH8zOQk2tBufecByI+kvwFg96vrvAF5MxhvBe6NX5u2qWFEawXfYp/jzWSvdu2Zt/1iJyKNOo8VxOufD3Ef7YDtJpU2dVepv9te9e/bQF6HblEFZrvPeD1P3bKtqjUgd4OvA7r7kb0DYBrIxDqiUqpavo0KMrGBsCoIKcCqtXPb2q5XQdztA48fPD7wBCAUgUCQcnYTY2sLhwStowcCYcqqQiIb5cXjP9LTOUDkyocsrm3wh3/5LVMvpzALKrGtGMV4Bs2SZz5MX8iFHEVMwyK5VsCqSBSno7oO5JBBWFRVpf/SAJ2jHZSVaaLJPCsrObzTOdaWkoQcPgZGrpMqp0jnDLw9EfzRDJ5KlH4dgkrVUq4BSm18ENtAXgNxbK4r224rtfFG2sethmfcse+iK2lpibfLjkfZMVvLm04mjk/O3FK+p5xBlJVt1Wel9EyAXJyM7j3UvTFA3gjibU9wGtvSDLKbpO9yX9ij7C6IawXhtWP7wfeO4wewmh9HvpOQkwLwZnXueY0by7Toq63aK2jSJ2oHRMNxu5uKqFvAlZoFu754U7Wl145pNXcThxPcXggEoacfegcobr4kk1giGB5Ej4xSSKxizj/CZ5pIoSCEzdper8PjQwZ7oLOvCuVODwQ6KZpp7j/5LZknP/D+1Tt0v/d3mE43SyvPePLoK2KbMdKFCnOxAr/7/WOmnzzDEiaxhQSUDPQ3ynJ2IReyh1iQjpZAKYF5uI4thKB/oJe/+vs7bBZmePXkAVqlzHpcoEgLpSL59a+vo3QH+eHbIonlDA5HgvJWmp/qEFKrVnKnAI3axH3Xwk7bANMYeQVsY59twKo/QuyPkmaPnQPYgU5EDqu/5SPy6NR/ZlB+mgzYljT2sTPUf2z1tZvxAsibZ2qsa89yYvfHgwB5Hah25GvyfS+IQzQMeLYvdhBvrL8pnJ/1aHlAaQK0I+8+Z8FZPpPmvJFiAoXaKwZMNxxfOkZdHmD5O1j+P3YfW6u9j9deF/IXKY4UvP2/u866GScrUm5byBVFwe12UipVMIy9IwoJIXA4HPgDPvqGInh6HcQfxrgx9hZj3grPJlZ5/mqDSz4HESvLq8VX6NIkFcsRUbJcc8BlJ4RqVnJd1EIgKnbXlUYAbzQCUU2TzdJhO1LKYZ/t9kfQkfnktHzLj67gTKF87wyniMY/JiA/CIwft+421P3FAnkrHdt57QNbowXCVl/jfdE4Y98+3DAwCLm7gGR3WqO0YzU/LTlg31lwlpHfvnsy+rev3QE6b0sLeZMZRT1JaegX9T7RNO643fqtsDPyib7zpek1q7mtnO4Etwf8HchQD1ZnD5vZDRaWn6KQwVHMMLdp8d0PDwnkU3woC/x8tB9nzzDC01H1DXd6wFt1VbF6LrGVWmRu6Qmu/ltcufMpy8vf8+iHz+nvH2ft+TeMhYYZeO/vWUxN8eTFHP/9n58QW1tlbHSYVDrH/JM5lJJ5vgw4F3Iqcv9/K551E05V3G4nI9f7SGVylFIGqWSGSrmyw9CsqiqqqtDT283tD27h7/FhChN3IMydW2OMXrpJMTrDDdMkuxnHypaYfDTJYlkhFy0zokluu2HUAf0aBAS4BGji9b9oQmlwW2npstLMQrTH885++EiPlDZDI56jR9dB5Eyg/ALIm+s/lrrazbjfPXScstdvPHdA3mZdrdqwo3yTY/UvewF54+cdMaKbNExpTLADeR3A7SNUbUDbZUlvMoIJW/6zCol4lkTWqh17Tria1XOASXDTe9MG5PYJWss45DZfcd0BTie4aosu6y9dB2R14aaiVBdj+kNV1xV/CEtzkE6kmF/ZYmtrASEl0y+XmZhYJCIq3IkARhBkpdqXVOV19BZNQ6gavuAAI7qF0ttFPDvB3MojktkUyZmnbG7m0XWJK5kinsihOLwEfG4MxY/X4WF+fQlxAeQX8hcipVKZjWiMmx+NMj7Sy7P7m0SXk2goWFYRoTnp6OqkuzvI+JV+Ooa9ZHJbFLc22FqI4XUnePA0xcrkK8JOi1QFvIZFNl4gYMFHOgw5YFiHbgWCArwCdCGqkVbqQF53fdu2krdwYanLtkW8llaP7NUugB8W1NuB7h15WljLDwPv+7b58NbyU4fyfZ9JF0B+uHoOkvE4JwLtqGym68j6TwrIxe68LcvuBeStyrcD5LbrpNQ/N7w36rSLfRCqu60I2+e6C4sdxLe/76hgp66TsJq3Ojct8xyi/nabvN91F60O7FevaH2tdv3zYYPuZudDNCkDuy3n29ZvvQrkXh/4AtWXx1e1hjtdkEtCPl19KAfDyJ5L4HJhmmWkInD5gvgrJXoHB6h4fFiWidxY5LpV4UanB93tqsUft/mlb790UB1UZAdG5glbuTkSKQvV3YVPz+AeGWAxI1BXl0gnoqxHF9EdcQJhH5OPX5HdTO6eb17IhfxIxTBMYitp5p4u0dvj5vZPh3Ep7+JUTRCroAziCfUh1SKWsYBUYiiKxeOHD1HyZd69NcL9iU2mJtcI64Juy2LYXQVxr6h6jAWV6stH9btTCFRFBUWrhUBsEpd8B4jXv/P6sx3IG40VO54r7ExvKY3/8u5OOnYflBN4tB22jWcC5a0PXgD5oeo5SKYfE5C3Ap3D6jsQkDfJs+P3NutcbQK5/VgjjLeCtj3DaTWsuKnDdb0OaQNz+/Gmv1M0WB72kabXv8VJPZF+2QL0Wy1ybZp2yIY17Rf2441A3kpdY99gZ/9QGo4rtTSlBskuF3SEIHIJ2dlTdVEJdGIZGYpPnqKmszgio4iuCLKzm9jWK9affY3fEaD7zl/zwaefMDv/lEy5wqPJVbyFIrcHNfp6u1C6IohAZ9VtRXfU3GO0qv5ylsLaFPHEAkqXhXTo6KrJ/YeTlBIp+vuG6Bn0UyjOMjUxx/1nc6TiOcpxDTNfBvNosZsv5ELeNJGmZGU6wZ+Ls/zNf+gjq6yQTy2T+//Ze+8nx5EsQfNzKGoyGFpmpNaVpburekT3yJ3ZuV3b27mz/ePW7MzuzO7MbvfsbvTOTIvp7qquLplah9aaDGoJ+P0AggEiQAYjMiIrq5rPjEEQcAUH4uHzh+fPC3vEo7v09S2xvrdNenOBaxeH+fJFlSf39zkfhFBlhcxWhYG6xbQGtyJwIQiDqg3gIWz/8ZCEIGBwAOR4gbwJ4n5gjv0tXXqnxRXSI97HyXEA+NRh+XX6lp9MXiuUvzFA7q7226r0VSvuOv/3GMiPA8xHpjsukPsMDI4CckeUxu9ugLy5X/js97QfsK3jrv3S9e0oONH40YRx0ZrPqbNdWW3P09e53dNO/92vTdqB9mm2yzvw6jaP97r63Y/ee6plgOb5OC4sRtC2gk9fpRYNU8juElTq7K4954tf/APTqs7b//48eixBpbjHwotvWHz+DVcnLtGvVFnPrPN4fgNTDxEXJS7FBRfGBwhcuAmTbyFjg8h8CmGaYAQQut54wyNJjJwnNDHGvihx78nn6FaJeDDIg9kd1p7PMTKW5vbHlymrg2wsvKCeraFZ9W/9NulJT74tsUyL/F6ee18sceODiyQHh8lvLLG1+pD5fI39gkm9apKdz5ArWFzULUY1UNL73NEhOQATBozp0K/aVvEgEAAMaX90RGNipwZCa10oCI+V/NCH1m8/neqG9G7A2vX4aiteiG55+9uh3LPyuuyq7OOT/2uD8o4M9bqB/HXC6WnXfRIYP416jyNvCpB3XawP5B6nHV2Dv5PWQ15tgdy7LRqw49oPtJC3Y+WW8jCIS+FSZD7Wc+HRMN59R57nWd1gRwF+B834uu5777Oq5WHll9510Pc+andctNblhXjvvdOwmkshMdMbrM4uklUVBkeTPHj8GalynVvnx1CHRilV9yivfsPUYJL61YtYpiBf2GF5bZHZ+TlKmSyV3V0ujoVJXr2DuPUnMH6dPHU2v/pnRhSdWP8YUjdAURCqjmrolLee8nx9hc0ti4GxUfpi6xSLRXJrRfJbefRwmJ39DFaugm69jovVk5682VIsFFl++gJVq5GcqmLqUf7w42sE9reZe74ANYVa1cQ0JDEFEuoBeMcEJBSIKRChYRWXoEkb+FSpIJphDzXXtmtip608aE7wdAb9jr84Pt9eo04n6/iRQNslzHYL/C1pjrCWH4ejzwD6v/045d8ikL929f9agNwn0esEkzOBcVchx4XgbtKcpM1tgdzv5hKH03vhvBOQN1dldMF5i3tLA8ClBGm18rb0TPp0g7kb0AWH3VbOQOF0li7/Mdv1eYvI9odOS7xA3Nw+olLfKCyePMKV1n1vHMrX+OEtxzlmWfbKm/s7WOk1xP4W9dERHmw9YHFzi8sX+olMj2HqFczsMvnyFvHhc8QHQhQzFjIYpmYk2dpOUd3c4P1hg5u3bmG8/efI6bcgINjb2WeluEPf0AQyFKK2t0lSWCiRBEiBkiugb28Rrcf46quX5NImwgwRCUmkJVl5tkg2W0Dpuav0pCe2SEkpX2Du/gv0JYN333+L6x//GdbWQxIUmRoYZWd1k8z6OnEkIUCYoJg2mIek7a4SBHQJKgJFCgQKSAVQD2AcL5C7YPxQ5BVoeYh5355Kj247dNyzvxtx5z0r33J3Hacux2vja4HythzVA/Lu8540YQ/I2x/3g6Ej84pON7RPfi+Q+8GVO41n21l5sbmteOC8UU4TyIUNYlJ6Po0ypZ+lXNj7fcFcHOGv/ioiOvd1O+jttmw4/fZ3alO7+6klTZt72XvPuNP4DULcD0jfsiRggWXaUJ7PoBsafVqA+a+/YLuwjSIEewmdNQTZtQf0xSKISAQRkqTrKgUlyoN//Tse/uZfiVVS/NH7I7x3+Rzjd/6Y8tQdtvaeMzIYJjk2yuCNCyxt7bDx/GtqLx/z8dXrjLzbhxi+TPzdv+bty1uEF+ZR+lZZXt1ifbJEZEpj/uUCu2tphDzBJe5JT77PIiWVQgVMUItVPv3tPWKRFNNXf0Dk9o9If/EvDOZ2OR8NEDRiVAtFyukMat0iKCGAQBMqigPiUmmohQacuz9utxUpOLRokFfnOF9StAdZjz3oSDkE62fp9H2K1vKu6+tOzhzKXxcTHinfRSB/FRh/lXqPK98nID8qo7sd3WT3AvmhsjzfzWPCJ8Sda2XGZugqDoDcakCYACyX1dz9AZoW8iaIc/jbEdloW9PNpdu+atcfRwyC/OD00H6XdDPp1F3ncQG9m4FBt/eS+75pKVe0SecdtLgHbN7jbuXmenNimVCvIioCaalESjnekhUGtQBWJEy4L0ghu8fLrWXGp/tInrtKvlRgK5NjYX6ep/cfM6pV+eM/eo+33vuQcCREzUiQza6ysfQFmjLE4sISX361RHY7TSlfQ9tY5nJUZ/idnyAiCapmkZ2NDWYXXzJ14SobmyvE+zUWXu5QKJYOeU31pCc9OZB6rc79BzPMraxx5/1hSudHeXF/hvrmFu/0DRO79Q7a5B2qC0+pfvYvJGSRkKKiKQaoBggNpIKoSzBNqEuwwFYWPhM5/fzJm8c4sIY3wVUcuEi27OewWm7Rez4+4YfA3Efc5TvPv076t5sy3yD59txXvqWJna9dTgLGrwrjJ633JOJXz6nV62MF7KY9Rx3vBFGd8ncEcp8Rn/Bpv19feWHc60PuALmqgqo1QtBp9m+BDeNmvfERtuIVJliiaTA9LI6FHFrcWZqN8tOmJ9FsPv3iOdSy48T/K27wbv7xSd/uaXFU27qsu1M64dcX3odS47fiSdMO6A/tc88vaAzUTBPMGkIBPRxn6PoH9A+Nwdg50BVyEkYUkBTZLKVIbc8x0B+kkC5x/o/fYjwZ5ML0BXKBBHNbi6jpu4yO3OLq9HVK1RQ7a5u8fL5I1IhyeWyEyxdDjAwEEMEQpjCZn/+Kr778nPX1HcJDMZ4srPHs6TKljRxq3XozjDY96ckbKqZpsr+TRRMqsy/zrG8uM3ZhkCv9lwlMByjf+RHZ8BAPFjcxSoL3VIEaMMCIgR5GaAFAhWoVCkWgAnXrwFe8CeKuqCtNdxVHEYkDgG76lnvFo4OF9HdfOZY1vAuTdTePJt80Hmu5N2031vIuHyfHkTOF8rY89bvitnJmQH4EjHddzivKdxbIT5C/U6zpTnX5gptzbsLzu/FRnPq8YK7aQO4sBGME7LS1GlTLttKtVW1lWHesFg0i91rLrcZOwYHLip9iOQSQ3Wg/v7wd0ndM1215rvY70W065nEf6FKjdoLpTumdQeBRA5NEJCE3AAAgAElEQVRD90yn+tvkh4blyHFbarw9sewBnAhGYHQS9fxVLKWESIwSHRinsDXLV1/dY2tzmWR/HJ01BgfCqMEL1NQFNisZirUBllJVZKZG9FwUgiowRKWeJioC3Lp+jrff/YBEMEVm+QmBUg69mGFtc4l7T2bYWy2yvp7l2YMFCmsZdOs16+Oe9OS7KlKS2t1nfz/PlRsGkx9dpaaUqE5cZD+msLq9yE56heGAQsFU6AuGEbF+RLgPwn0QSiBLRVh+CdUKtu4Xjf8/4dJRbkgXrZ/ms4KDbQe+m4Yfly5tzls6+tw6M6E8PBA4S9/yb9mqfuZQfnhnD8jbpn/VhCcZBJxE2sHpdwbIfRIfBYYdgdxzg7UAt08dHl3XsvPQJE9x4KqiqWDoEApBXxLZ12+ny+4j8pkGjFr2R1p2fstRpo1DDpgrrm0/LdROMZ3K/28nEO/wz9pun/SW6Wq8ItqfY9uCjxyddBbvvdK2zzwDDt+49bTeK95Jou2aJl1Q7mwjQA9ApA+pQj61SC6XZnHmEb/4l/+OWrJ456M/4MnyNltzT/jog3OkK3NEEiUezG2DZpFJ7XDtwkVebuX4zf/3N5jlGkuLeaopHVPWCYQlWlghPT/H2/kolyND6GaNySFJfkty/5OXFDKFHpD3pCfHFMu0MHSFeDLGysYe9XKOkCHIy2WMvmsE++NsakFGahXGo3HE4BgkxmD4PPLcTazMFsXdNYyNFfv/T+gHLpDOc8dtLT/0oGr8x7rdV2Tjt+KBb/faF92oXgfMm7/bpO0I5ieRIwo5S7f2NnJmUN4D8mOkPY2ErxPIzxLG29XRRbaOxzsB+auW3y59O4D3tscP0v1iTiuNJcxDIeTAENa5i1Tz++jVPKoVQggLzBrUcVmLReurODecW12YBE7VatAOxn32C5/9R14H17tS7+tIxDH8yV/hHjnU3g5A7oXuTgW3wLjwr68pLhcWx43FgXMhkLpBSah8s1HgF7/+KZsrKwyLIv/r//JXyMlRPnkwx95OkerWJsG+YYqFPmaerfDk3lfodZ38x5IXS4vM3l1CNU2wICB09jd22V7Y5tqHU1wZBV3Nsr31ktnVPfaLGkWzRKlYRNR6Lis96clJpFarMft8gSshHStQ5e//x2+59tYt9L775LeeEy6rvBUMw/gFmLwNiREYuwznbrE7/zmPCznGCyXOqQphHaRQGzHKcQ36XVFY/B9OrW9eneABUra+gW1stsB0J+ju6BveDR1/CwR9BnImUP66+PCNlFMH8i4S/S4DeTfFHgXkneo7EoA8oz5fEPMrQxxulxvInd8tLiziwLdc06jVKuSyO8SqWZR4HFMF9jZQzRqCRnqh0Iy+4lhMRcPXGHEA5l4/P297vRaKbqXdQNzdTy0g693nhlGfcpp62OUj726/X1tOIxrLUYOFjkBOa/8eGoC0AXZvnb6/nVfBznVtXPPGvANZKWGuzbB5/2e8fDnL3FfPuDMY5D/9T3/GxLVbfLa0QlRkSShVzp27xvT775E3i6TTWZ59tkYxtc9v/vkLcqUiRlGiNBohqVOpwuLTFMlEgOsX+1nL7JDa+Dn3ZjZ49ijH3uIuStlEbd8rPelJTzqIaZrsb6fYXlinEpDIcoDpqQvs5p5giCLJUJm+kRGUW3+AnL6DrOWxNIAqW9kNnuX32S1JYkGToFJHUUxAO2wE6hrMHf3ispQ3Hi2H9ewhS4mPHBPM3buOssi3Pf6K1vKOZR9fXt9Ez98FK3m3QHlaMH6cOl9V/CDgNAvvCL6ds3Y8dlR5r5q/Xfp2oNauzBaF6Pz2ySclWHUo5tBSkkApQ8EqkalKVtZXGV16yUQiiQjHQdVpTtRxwNyybJcWE5p+2C2KzfEz92m733ZbT4/jwHin30dA+SGF7DHN+EWOEX4neAw58p46CsaF5z4Q7c/Nm85dxpHtcYG5ZUG9BvkMIr1BfPkZd7Y2uTimcOMH7zDyzh3qIYVQIACiDtUStZ1lqpk483s1xkaS/Ie//oDZh3vc++opWpEmkLulWq7y7N4OyZExhoZNXszOMDObZn+hilaVr08X96Qn31MxLYvl+VX0YIDf/9M/xFTqGHXJVHyYvkqN/qtvIS69hzk4yv7abynOPiKu1JlfXmQrW6Ff05CqiSlNFGkiafxfuiN+ITi0mJDXpcVtKbcsMB23SWjGOG3Ry27pBOivYvHukLdbtd8N5J+07C7k1KHclzl6QH6QpuvCTqnO05CjYPNVCz/peRwLqI9ZgaD1vvXN7rrJ2p6DuwxvAuGft/nb0zeOj3CthihkUc0yanqTWjXHfjDIk+dPiBZSyGgYNAV0F5TDgcuKWYeqPAifKByfY5ciPa4Ca3uOPufrzewLp6K1D5rp2owIZJtvBVoWSGqmP4nmPUI6DUacQ74RWDyJhCutH4C77w/n4/f/2bRkWSBN261JmihWjYHEAHFdQQQNlIEBSukNUmaCh48f8tmn3/B2uMqIpiLSaTZfzBMfHODi7UGeLa9RtsyO44BSvkYppRK8OMnT589JLZbRTdGpZ3rSk550K1JSr9QwVI1yMU1mp0oyqBPIl3jrwx8TvfkONVEkvfaUQmWdkr5HPTePLO7y1qXzXC1XqGyskyvm6VPrKNKynwFOgAHFE7e8aTn3iV0usfWLadGw9Njf0pVM+uhpZ1u0bLQelB5dKTz7/co8sbw5vuVnbynvAflBmq4KOsU6X1W8D/rvG5C3K8MPko+qyw2TncrzguZR5TviQLNl2hbPagV0lcjYecIDA5Tze/R9/QXhkIaIRSAeBz2INE2EaYFQbZ90sPNKC+rVA39jP83mPqejFN+xYNy7zw2V4uC7ZWDiV35j3yHrvluDCvuBg2h9OLRcL3lyxd7purt3+113fPYdup+8+9sBul/djimLJpwLS9oP13AcIxSGRui0shnjXz99xN//3ScMlPP86YfXOffeX1GJRHm7PoaMR5hZn+HJg1nqxQp6xweYxKzUmZ3fo5CqofWAvCc9OXUplys8ufecdGWc5FiCD85dJfH2D9g2KpjbP8fcD6IOqqiJGqFEhnfeHWO3L8Tz+5sUXqzzQ0sS1UwMrAPd4rhJCqXDRz1YZdrxJa/XQdSwn1HOLG6347mfiDY6m4P8XgD3S3vs42+2nCqUvw5OfOPkqJM+bRjvps7TkOOA6YkK96njmNnbHjsVID/GKMsPoDq2qcP+FoB3YLOh2JoLBNWhXkcoKnJ4CnnhCrlnXxNSLGKjI4gLV5EDE1hCxdpYRqubiHAUwjGkEYR8DhZeQK0MptUIT95hBCYafsq+uvUUYNwPvr2uPM1vd36XrzzywEXH8St3mud2W/H1J3fK9Li5tDklz0b7NC3/P13ch8KnP7xt7HSvtfSfO5HTN43+EQKh6vbCIrqGVS6Te/gF1qNH3BEFPr4Y5r237hCZvkIoHuB8TJLO7rHy2S65nSqq74PyQIyAQama5fFvZ6jvl3s+5D3pyRmIZVlk9/JckSHGBsKoIcFXz+6xvFNBr+3wBx+9R0U3SOWH2E/n2FydZ/HZLs8ebjGyX+TtGFjOG0T3ehjCWZhOPQBxpbGtaAfrZai6vS2xDT3FYsNqbh64R/pB+aG3lML1nPPqlgaYvxawfAVreYtR6NXk1KG8dcdrRnTXQ+tbHxycBYw7WV4nkJ96XWcE5L7tPelgpwNw+6bvkLgbtu80+GlCpGxMpjEbSs9eLEiW8uw+/Izd+59yfiSOdvEWtSu3IBhmYzuN3FhicngMbXQSOX4eGUmQfvmQyhe/YKiQRTNCjVXfGkoXaPpc+6221tXJ+f0Tevb5Aje0Wsj9Ps4xp2+cfnHcNGh9DjSvp3tHO8v4CZXHkYOydkDu87/QbhDjXkzIDe8tH2/7xeF9LdF8GpO4ijkGs3v8eUTyx1cTjIwNEzQCpFe/RIzrbOzvU8op5AoRNGmg6xb1Wq3NKQn6kglqQpDfy6OcondQT3rSk1axTJO5FwsUqsMo717lN//wKamNAtcujSADz1ENDUUpUKnkMEtbUKpzYSSKmt1DEeZhIFcdS7gD5I1t56NpoBlgBCEYhnAMdAMKOdjdtN++ViXNsLxuQ8khXeCG88Z2u5jlh4DYh5AdNS+h+XbU7/gbLqcG5b+TQN4OLHtA3r7wVzmHTgx4nDLbXbOuy/BAUdtk7vP1jPaPGgC0KBUXdDorNNaqkMtAdhex8JjJWoHaxCi/Wd2mL/1v9McM1tJlJou7iPB55PkrVCavsDA/wxdffElifpGfBKEv1gcB7FCLOGDuxKptYxrwttvbL4cTe0DRu90BxBX3tnKw7Ujz7YHVCNHuccVx+tmrjN3Pg1eRIwdd3QK5X7+4j3vKavZD49MC6u1+C5pWMFXYD2DFdi2JDYwRjUVBSESiDzOQQLX6Ma0A++UU+UqWC+csPnpnis2tKstzq0jTd6lYMrk8mZclaoXa69PFPenJ76BYlsXuRoq+aJxCrsbWfIbyXo5nmRJS1fng9y4wOlxnv5ZkbmuP1Rd71DKCm9UagRAoqtqI5tX4OPDtGGmaQK61Ank4Cn2DMHEB2TcAu2vIagGRTYOsg1kFSyKaa2MIWuKbO+K8pRWdwPwU3VGOBPNGXSd5PpwS9J8KlB9ik99VID9LGD9h1mPXcyZ1eQHk5EX47vc91g6GjiqjDST7pT/pgOxYgwK364FshrajBsg6ol5hMBgmoUhmZhep7KapBgX6+TEuX76FqQ1RDmiE+oeYnX/G//5f/ys7D+/zZ0qJuqYh6xWEboDVALUWzeIH2T4n0M7fW3h+N7+cbdf3IXh0Qbhj1XV/HGu+Zdn+jGadpkK1PPB6yJfcte+s/qeOCgXZzf+Cu18O7XPlbwF70aY/3f2nHoTWVARC0UE3EJG4PUE4GkcZvoQ6Okmx8ozVtS3qCCwsbn0wTf+2pFqtkU/lKBVLWJZEVVWCwQClcpl8Jvcd9+rsSU++QyIlqb00d798RCVXRJESWZWEjSR1guyuS6JWnnOhACIeZnt1kwthiz5DoBmavSCdrtkuKYrmgnIXpKuabbjRDXs16UgEkgMwOgGqJLVvkZZ1hjWBUcxi1OoINEAB2TDySK/Skgff0v0bH1cWP//yDlqmnbX8VeU1KLbXFxLx+yQnAvITXslXAdnj1HFmdb1BQH6sMo5IfyiPF1SPKLurOv0UUyOkYb0O0rZyimAMQwguhytMjwq0kIE2MsWOorJUKhGNRtnP5/nVL3/F+sO7XLdKTIcgoEhEc2EZZ3GZxvu/Jjx7LAct7fE553b/GM17zA/IvRDpA+NNi07j4aCqdttqVdufsdroG0es1upbQNx9aqctR/mO+/p8e/rXfe/45TtkIW/Th04UhZY+1BpWscZ385W1sF+Q6CoyGKFayDD3+QsK6iZKrky2YFHJ5PmTv/yPbGdVxqaTZDb2mXmwDlKg6QpGLMrDu4+ppfM9IO9JT16jpNMZ9vYzqChE4zHGR0cZHx1GKDEy5X62l+4i1BovVgpcEhbnQxAPaijBEARDoAdB0W0od0/oFA29q+q23jUMCAQgELRBvpzHKqZIpfdIT56nmN1Cy6S5KAQBLQhCt8vA9Qa26YvnAfOW7w5yVrq7Kd+uSeGVofwQd3zfreTeEz4rGPer6yzEO3g99cI5+Xl0ynMSIPe7bl44OqqYbu7vJji1ye8Hrx2L9VjLHd9pqwFSqg6hKIFAgAAmBA2kESaWSXElGWPHtPjb/+v/5Leffs5wtczVKIwZYChOW6TPRxy2NLT031GjUu8/pQs8D03m9MCl4+PYtOo2IFLXwQhAKAShiJ02n4Hsvm0pt4THl9y97UyadbrUOb+DLj6RHBmTvE0f0GZfk7d9blAvrDvPN+d+ckdPUFz92JyYpdkPUl23P1rjlXTDjaW5OJWiouXTTOTWmd/fQUmnqKXzXBmNMKqmeb6dp1xeZOTyBKH4LSr1Ots7G7x4sUGhUDp2F/akJz15NZGWRAjByGg/P/7T95k4dxElJJnd2eeLz57B9jpBasRqdW4lYTKiEIqEIRpHhOxIXTY8OzrUMY6orsG8blvVHcu6kFCvovSNMD40wdbLR/xsbpk7VZNzQZVAvYIUFggdoWgNPaVg+7S4wLydH7mfUeqQAj0KoF+jtfyUBgunaynvAblPhlOq6yzkzIDcc1HeRCD3g6Nu29QW2E8pXUv7/HzLXZE0EKA0lkpWQqCrELJfL0ajl9AiQe4+fszuN59xpbTPlajkQhD6NNA1x5oKB+Hz5OG+an77gWIXMO7N7wflju+4E47Lax3XdduXMRKBvgHk6KR9bOYh5FKAiRCNeLsCl3uKZ1LnoUGYPGgLvAKcH/HbF8g96Q9NynQf46CvnI/fQEa4rePuB6pmW7mMhk9oIGBva7ptMefgLYlQQNU1BsfOEwwGuBALUZy0iA/1sze/SnF2mfFogpihQ6TIw6fr3H+yQXphB61uvR5d3JOe9OSQSKsOSokaOySCkurGI24om1w6HyRs6YSKeW4GJQOxEGqiHxJDEOkHI2y7AlYrUKsfPF+EchBpRdcPdIiuH+iVSBxds8hvLiIzBc5dvoRi1SisrBIwTTTVQjrTlRwwd0fHcgYCTSOQ65kn/NxWuu0M/PXyGz7Z85Wg/HVw4xsjxwLYV+yV7yyQ+1j1XrEY32OvAuQnrd8NTcfN6wDZK11Xv9nkboBVwNBsf79YHDEwjBwaQxM1boyvErg1SO55hiFTMqpASBEojoXUC3+dtr03TQus43PMJ23z2wOVh1xWlANXC8eXMRqDwRGYvopZzlC9u4GW2UK3JBK1odcdwGz0m2tM423i4T7lDKQNkB9yScHTn+LgmIfHD66JF8zFgb94092nAeSBoP2GIRKzvwNB+6MIO2pCvWyH20QiFIGMJIgOnSMaikK0D6lpGOUC//GmidSqfPbrn/Ls6VMW5tKkl3I9IO9JT75NkZLtnQw//cf7XL81yfSdEO9cn+DKRzdICJVcKkvm818wrFQJxBPQP4wYPAcjFyCaRBb27QgquX07VK7VUJhKw33FMOw3lYEghMIQjkA0AZE49dwWCZnnD9+aYvj27zP78D7F2WUuS5OkJVCcV3qKY1BolN0y6bNBzM23mH7a5AhruZ+uP5G1vGG9Py7AnwL0n56l/PtsJe8aYE+hJWcN5L6gdZoFv2LZ7fJ1LPMYlfmWc0T+I8/nFaD7la6DA2MOuAYgFIXkCExdhYkLaIbByNAos2vLlGYWGAjrxE0TtW62trntx/XD6w/u/gf0jSXrA5qHfMndUOnjQ65qBxaaYBAiUUgOQiJJuZLmaTZHYGWR69EIRrTP9otsib/lneTp3nXWmqMdjLuOCe9+13an6+CNStP0H1c55H9vNN4yhKL2W4aBMYjGG1AeRpb3kbk9lHIdLBCKAkYAEU5AfBAZH6BUz1LcmiU+eh09PsSjZ7/lsyez3Hu8yd56BbUme0Dek558y2JZFrlskdR+nbFiksnfO0/JKiPD4zxLP0GrmFztMxCJJAyMwMRFuPguMqBSTy2yn1knbNUIx5PISqW5HoatRxqug5EYJPphaAI5OI40DIxggMsf/hHrquRXS6s8eLLA5aLJsAFxUUcxNRAWB64rnjeUQOtET1z6sA1Ud8PaZ2UtP0O38xNDecvzpAfkp9OS7ySQi8M/XyuQH6PMbsrx+wdugcpXaEdbQOuQznvvOYDm53NtGBCKIPuHsUbPURN1zEKarVKevBQkJqcIjkywOfuSZHqHASlRHYtFOyA/1B7PP4Rw7/c7L/dgzQ3mbqgUtFj8W/zIGx9Dt10ugraFRmoqq4UyX2xkeNusI1UJirT1vemsUgr2jE+fQURH6eIid1Lqne5joNUq7s0gPH0vWg4d+JDTCuctFnLtwOWn6Ydv+48yMArj01RlDktKtGiIje1HWKtzJCslYslRRHwQIn3I/kmsSB+mVmFj+1P2lhfpK6bYLNf5f//pV/zq57PITBWl1BpGvSc96cm3J4qiogZgcXuRn/76Bbdv36EvnGB+7SXxUo3KUBjiSURyGPrHIDGANAusmlU+n3/JB/1jTI9PI+cfYVh1pBZB6JrtFhmNQ/8wcngKRs5RVlU2XnyFaoRZ2S3y4Nk868t7lHMFLOw1hExLoruDCTg62YmM5UByU9f5uLEcCelnQckntJa/ovSir3SSdlastolesa6zBvKuBhfHKdDn50nK7pTnyH7pcLArID8ifzfn4wZZvzKPgrRO5bp/eC3LDoQ5FlGt4SNcr5J79iVrK0+oijIPd/dJpfL0R4f4b5tVzLUCf6FJEpqF6rh3eEG86dYiDkP0Icg96gI6m670vq4rwsdtxfXa1LBXoJTVMvXFR+Sf/po703Eu3vwB+c1tNCWAqhqQyUC9sbiNNDmIu/6qFwT/iaRdnHpL3d7r2vxyDYJautnpK/z7zj2hswnjRuvrZudVcyyJVCyKqSdItURxX+Nv/8cvSS+v8IOw4Ccf/x7BRD8yFMPSNTJ7S2zndkmlFnk2n2Hp039gZCTBztIaSk4ie0Dek568UVKpVpl7sUg8G6G4mSSolDG2Z9lJQ0QLosbiMDgGA+OQ6EcGo9QsjZ30NuGkSuTmeUpBhVxpl6Q0CCoCJRxFBEPQN4gcv0Al1k+9mMKspHl+96c8frFObnMNMmvM7ylEijWCLVF2XXOhnPlL0gO9Hed1voK1/HgJu5czspafCMpb+eMsSbJz5Wdas5s7vstA7oXlswLyk5Z71kDe8bw7wLMfZPuV4WdN7lhWh/a0O18voLWEt3MArAGtigLFHEZxn9H4ILlokPzMr7n7YofCbgqzWOVHgRpGwuFr0YhW5QI/B8jd8OeF8+a33wl5TQseMD/0cVnJVQ9cGgEIhOzXpsGQvc+qQ36Xof01QmFYD4SoCY23r9ymkkohVhZJmHW7PqsOohHmy2mL8DTRV4e1ubdE4/w6nGJ78QK5J28Txn1u2pb9eAYzisfVJ2D3lfsTjkJiAKJ9CEUSqOfJm4/Z2c2wsTzH9ssNfu/mIIqs2OXqBtKssLo6w9MnLwnHVR4/SXHv4Qs+/jDO+Yk+dgaT7BV3WkNN9qQnPflWRVoWZlkyPXyZmx/cppxfprCRhUKZiYRB7MINuPw+MjFku6KoYJYKjOqC+NULBAY1Mrk0i+Eo6to2d4IFovF+CIaQiQGqRojHD35LvbjJxJVxQtEcwf2HLC9mqFYl5bzksgrjBgTFgRt5061QNraFA+beM2ijTN0QLFz7juyQ9kW+iXJiKP9W5HUBuU99hw+cdR2nVPap1uFTyFkAeVcDiC6BvNu2HQXRJ2jGkcfbMW3b9G6Adfn5BQK2v3Ug1PATDhHq60cPGaTT68zMrLCztE5CmlwNwFsRSOqgqq6FeLzh9IRrP36/nW9X4x1li3Btu07QSXuktVe14TIQgHDYBspIzJ7kGU1AOIoeCjL29k+oVvMs7m2Qnw7zJHGOu59+w7XVDT6K63a1Vr1hrgE7HJdobp7sIrjOpXl6Rz0Z2iitthM93d/OAMmVrsWn3OXGpGn2/RCOQCQOMXsSlg3mYWRyGBJJrMo+mCGKhRi5SoVIoM6PpwO8fesS2sg5ZCDYWFhIw6ruMzSWZXG3wNcPXpKez/JpqoAW3iO/U0f0gLwnPXnjpF6rs7OdJl83KdXqRFC4PRLlalghcPv3sc7dpFBaQ5O7FDZXqWnDxG/+MWo5z1Z+j9nNu+zWdaZjcfYzW4RrBRRNAU3B3F0ivvQlVgiePljk6cI6a/kqO0WLaA3eMeDdAExoEBaguhvWtJQ3d9CiGKVn/6FFhFzHj7OYkFu8RpmOckyiP85goY0cG8pbmve6reSvS9wPwUMHTrGOUy6ybfmvXEcbGG9z6CTFtRw7sszTAPI2Bw/l67Kurso6oljfgYEDZS4Yc4A80ACwcLhhDQ1DJIaIxpDBEFTz1DcXuRGpMDCkkqiZXNDhUgDiuoLiXUDGHR/cAT4HxnFBefOYtwMaVhDnNWWL9nOg0wX0TV9y4WqDcmAlD4Yg3gf9wxBLIMMxiMapC1BDEfSpqwizgv7sa7Yff80n//AP5B895mKogmMoxzIbK9Q1Qj86foItVms3EHsujJ9ybVp6PPnbKeJDMO66ru7jwvPDDeK42ux+k9Hi8qPbg7J4EgbHYWAUGU8izZqdNTGAVdsitfQZ6EPslKfYWNnFsEyuXL9C4kd/TSE2QDG9Q6JWQqoBxidvknq6ye7mFgHVwhAKxV0TSelM7Qk96UlPTi6WZbG1usHMwzkC/VEGrg9T3k4hBsZg9BJ5YC2TIW+WuPvbT7ly5SMmr93ixfw6Sy8eU8utI8wCj/ayqPksI2YZRVhg1giGI1z88E+olvfILb8gv1dhYbHCoAUfRuGKARMKJCUEGlFqkRIpJcJxW2mG33WeEW5N0mXkFSfrWbqwHAXwZ2CFPzmUf5/dVnwrOGUgP8uTcJf/SvV0C66vXmR35R5R6UmBvJt8fmDVlduDT10d2+bntOwCWseabATsSCSJfogn7Il8oTD0DdiWZV1HU2BCV7ieyWDt/jMjxSrnDRjSIKirCEM/iNThgJ17BUjRWIXNDeHubweqm02XYEkOVgh1nVITRN3nIg7OyRt1Rdft8xkYQU5eaixYoVNVFHJLj4gMn6MeDLGyvMDD+5/x6c9+yvZKihuiRp/OwQRWXLHL3f0v3D/c19KrZMRh9wzpttJ0YRI5dCl96vCmbw7EPG129jl92RysNSzlwTD0jyCnr0FyiAqSjed30Sp5xhIJysUNMoVZlGCdhb0UD5/Po1Qk0Vs/pn75hzyd/Yz9lYdMVvKYRZPpa+8TDyQYTiT58KMbfLJ3n9JOoedH3pOevOFSKhR4+uU3XLxxhdxQnXi9RmjqKmlZZSe1gKlnePL8MTs7W0yML/G3f/OYbBnC1qI8rIUAACAASURBVCa1vT2q+RpDdZOJG5cQ0TAoEiEkItaPmLyGXs8TqhTA/ISYMLkThQ9jCpPBIBEtgFqqIPMlpOl6JliNCfnNkIieSZ1OKMTjRET0ih9If4dcWI4F5d/aOb1uIBfenWdQx1mIr+XtpIV0OHyScrv5R3rjgLyLQUk7Lj/uwKjTYMALZapqW0T7BmHyAnJgCLBsIBsYg3oRq1bG0nRqoze4l/4XZnerjEUgaUBEU1F1ewEIoWkNEFYO4Ny9RLvbWu5dmMadFuyoJ2a9sbomHCxA4ToZByhbJneKVouvO5pMIAhmiWpqhZIp0QdHqGiwvvCU1ftf8uT+F3x9/yV7i9tELUk0BjENVMdlxd13Cq2DAnd7WrY9F8TJ01yQiANruRvOu/q/aAPkTdCmFca97WgBcjx9aL9lkIEgllWhkp1lK7vGk0efcGnqOtXsAhuZLcqhIeIRQbG8BrUKP3z/Yybe+pCN9Aq//uxT8jsbXD9XYjqsoFnTjF6+ypYIcG/+c4qV6nfl2daTnvxOi5QSVUoGkzHCepL+RABt4hqzW7M8fvkpihLgn/7xBbm1fV4832d1pcIHP7xN/3mNO9c+wkhvM50YZeLaO1RnP0ep51AUCZEElqFSKO7w6ee/4Ysvl7gmFH4wGuBSMk549CJi+DyVhTnyD+8RqFUJCQvVMpFCpWktPxSLvN3v4xD6GbiwvMoCRieQk0Vf+T66rRwHyk61jlMs+5Xq6PJGPm0g7wpcTwvIO+Tvpo0tv7tsk99O3/K84lZIHu0hFDAMZP8QcvICJVWltvaScOgcRdMkuzrD3to8hUyaSCLB5vN7nAuYXEroJIMqulDteN6O+4rmWMs9HwfCEa0ArriWbdca5QgBtRqUi1C17DZb7na7INLZPrQkvDhwZVEa514uIDezbM38lvnNDSbf/ZANofFvn9zlxfM5zOwuqVSFi7rkShDeDsOAIdB0Dag0rP/OIKBRf4v/tnC1yQ/OXZej6ZbjvkSOxacbLe8D5M17173tSeuOvtLc58rjDiVm1iCzg7m/zHZujkepZQyKVJU4+VKMQDyCEbzKi5kZVle2+dM//wtuvvOHrO2ts7i6wuzDDQyljnJZYvVHmJn/lDwqn301w6c/f0QtWyXQw/Ke9OQ7IfVandWldYYnk1QTIdIixCdf/4qf/etjqllJarmAWrXYWSqiCpVnXz8mmhynMFljaS/L0PR7ZCJBsjJDcmuLWLQfbewKewuP2Vy/x8LsLDdjGn/9zm2ujY1gSBBXf0jt0nvM/ON/Y+vr+1yyYBQLFcu2kjfDIDqGjNdpxn7zo7C8+ZZyFzCdWf3Cb/s7AuTeth+7jm8Jxrsu9zSBXHT82dXBVzmnI9vovMJzfrpe5TUts9IO82fWkbk0qa9+wfzaIvVqDmXsAg82sqSefkGovMdoTOPStQt8PKpyc/ISU6EQuglmOoWazyOa/ukuyFY0D5QLWlxYmlFfGhFfgrYfuwyE7OXut9ehVkG0rKrpAl2/6CtNX3YH/hvppQnVIkIVJIwYlycMgv1jrGzOsPb8LvvLWYY1yQ+jcCMMFw2YMiBhaCiBAFBwuecIfCeveqG8HZi7Q3o58XYlNow3Hy4NMD/E5j4KTLT7Fof3C89x4c3XuEEsE6plyKZRqMFuhWFlnL6JfmqxSbIq7Oc3kRWVUq3Aex//gEgyzLP1GeZmX7K9UWdzsQK1Ip9bc4xf7WcwVKdQEOytZ1HyNYwekPekJ98ZqdfrbCyvsZAMc+3qD/nNN8/4f/7vr8gt72OYAk0K+z+6DhKTndUCT36bRdQWuXhhAiMZoFTeYUn08WT+S34YfsHI1Y8wQv3sZk1Uy+Av/vQPeOsnf0mmVGF/bYHBifNs12r8YmkTWbToVyCpgGFZKE3d6QJz9zOvKQ3rtN9+Px3k3e1nI/mOuLAc31L+Oq3krwPID9V1BjWdBZB7yzt2HV0mPknbu0n/pgD5UXk7DXoO5RPH76+u0jrQ1QCvWtVeCjmfRlt5yVBqg+1AiF/86lN20zlu6GVuDRpMj1xDHxzhwu33idRyVLI5NnImu5tfcKlSJqkHkJpiu7Bour2Usqo34FwFodKMIytoQHkDyANB23c93g8jU5Aconzvl2jZbTQJB7HBnX/gDkDuwHITzJ1+aWjVWD/xH/574n39lEqrpJ78FLNa4kpEcisCF4IwrsGQJohrOoYRsiPRgO2brjbOBdcgowXG3ZNYveDudH8Dxi3Lds2xnMWJ5EGaThf00H0j2my7vt1hKgWubffAwXWPSBPqVUS1hBoKM3ntQybOT5NV6jxeS5OemWU3vcvqxi4Xz5eZmr7Iv33+nAdfrVErldnfK7M7k0WTkN4IUi6HSP7BDbbXFnhxdwNZML8Lz7Se9KQnLqlVa+xspNjazPDLrx+TWUwRthTfeSGWKdlc3EcVCgHVYDf7kKs3r5K3BIHhfoyxESgsYokQqd1lbt+8SPL2hyxkN3m5nGJrZYm+rX2yJcnG5ioJCyoCTGm707RM8nRDshOz/PsgzXM6WfbjQfn3pdPc0mKJ+g4AuR+M++3vKnMXyd9kIO/63H2AvGNen5FgS5u7AC+/Yye6F+SBNVZaB1BumQhZI6FpRENhlP0UPyzlCEdhMh5gcHIC7foPSV98h5JmcffJ1zz88gG7+zUmdzcY7bPoU4QN5IYBeqCx+JABamMRIlWz6zXrNoQ6UG4EG0stD9pAPnUFy9BJZTYJrs+RjCQgGENohm15d7tfeEP6tYRhpDWNELY1vn8Ua2iccmmH3fkvufvZY3b3qtzsg3eSgsmgSlzVCKg6qhYCLYhQg3b3BQL2AAPlwC9Q4gFy9+RVr0+9k8eCuv2Govk0cdxzpODAjcXnGvsN3ppfnpusBb49N4/3vm0ebzzsrAOffiEEaihCsZ7h7swTFlaLTF04h1kroEiF9EqJ6RGL7dUs23MFKqkc+VwJpW6fQmm/yMqzLfpG4zx6ucTuRg7DOuFTpic96cm3JlJKzJrJfqpIbmefkNVhwS8pKeVLzD/dYHFxG6EbjF14xp//ZZIfv9/PjiXZXfwGjAgjgzE2aiZ/98//xM7aJmvbJWqFIpqiUawJgtU6v08NQ3WpqxZvTB990o01uyXNK/iVH0uOKPMUq3xzV/R0PXTObCjwXQHydmV0Xf4JYPy42V4njHddlk95R8KxzwG/9H6/T3MQ03y91wA+2bDQmmBbzesIaYFqoIZiTFgmI0EdRRVo0QgiOUaxUuXlL/+Bvf0VZrb3WNzIESiWmYzUiAZDiIDRiHEegkDYBnM9aEN3MIoMRewBwP5uwyVFsdMEG0u2D40jJy9hxhMUCxm29RDFXJEb1SrJfpBKHNGEXFph23FTcQO52zKMnV6qKla9zNajX/Li6edEAjnODyUZGEvxo6Tg6lAfkXACVeggVVADYFr2jH+wQ0YqjcFF3QTTbDwLnLqc9qmuCayOO0/jWwg7X6Vk+8tL4fNgoEvF3GbA53x79ZHw2e87qHRFODDrUC1hbsyzeX+O4k6KD97/iJc7m4QKS9yYUNjfCbIzU2Rq6BJT/2mcT376NcXHJZfhSpJL7bO/skFxO4dSNRE9O3lPevKdlEw2x6effMPuTqqryEmWJVHKErVuUt2tUTeH+GZ5i635L6BmUasVSA4MM/digSt6nomBAMGMZDddRdYrRGowqTbC7wrQ3boL2rC0Yy1vMaE3tk8TtF+jH8sJqnpzobwhZw7kZ1XDaQB5p/xHln/Cyo/b7m7TfieAvJu62mT23S0619k0HbiUTsu+xnbzjV/DGoq0AV1YgAJ6EDXWjyrj9kI5oTAYYfT0NpcqKSYSUS6PDbN9W2X73tfcVMtEk32NRWYiEI5DKA7BSAO6I9A/BkOT1NdmkJtz6EJBBiIIw7BX14zGkH0DmAGDhWef87NffcLjr75hervE+KBKX62MCEbsAYWzYqg7/jkuIPeuKOr0gVWHUh5r4RGlJ58Stiz633mPvp0cg/tBrty4Suz82xDqo5bLIIp51MgA5tocajZtd1//EOhBZL0O2RSUSgirMeBpgXHNNXlVs1dJdQYggaA9OEltQb1Cc5lo94p07Qw2Ldfaez+6wVsc3ucFc3f+Q/eUy6/cqkOliFKsMlrIMRBR2Fq6z/z9Bd5/awIpJS/W00zfmuTtGxM8mHvBRjqPJVsX+qhVa6wuZCin62ivMfpAT3rSk9OVUqlEcbkMUnb1+AsYBnfevcXlG5cwkn3kqts8+NcZajtFAqrKxenLiMEBNlfv8sFVybXLfSjFConYIPvpEru7ec4pMKVCVNigKVrWWzgmaDg69tuQ11z3mwnlpwG0R5XvbJxFPa/a/qPydiz/FSo+TruPC+6vOoA4NpC3aUM37TiqLu8+rxWg2/b4imeCixPtQ9KwhAqwHHi1SVAoWgN4AV2DcAgZ7kMfGGLk7T/EGj9PTVfIfP1LjMUFktMT1KtFlGoVJRqH5Aj0jUKs34ZOPQjnrmH2DbLwzc/Q559wbmIaJRIDt3XdMLAsk83NbT771SewscJU0iJmqAgnFm1zYSBPNBcHilsmezr9IgF7oQpKOTRMJqeuMDF2jp2giqrWuHB1iuDH/zPrgUGs4h4RQ0WL96MMX2H3xX1GzKrdb+dvIOODWJkdzAefotcKSNVACN0ewCiKK4qMYcO4EbB90sMxSA4jB8cwU5uwvYhaKYBlNRfEaLmejgXe+XLrGb/7pfnb94ayv5qDFfcAz/1wc986LjA3BUJRCQ+Mg1WhtLPKn4TKjMgSv5kpMGRCsn8Uqz8Acxn6IgECCZVquY5lWiiKoF432Vja7vpB3pOe9OQNFQniGGSp6RqT1y8w/e4w39y/T724xXREYX6lQq2q8dEf9JGJlAhYFe6/kCT0DMNDYQZvv83GF09QdwsMKJKEAiFAE+Lgral3MnuX7e8qzVFlntRI/hrB/M2DctfD7EweBE3gegOBvJt8vuW/4ol02+bjVtNVuV0CuRuUu67ck/84A4Nu+7lTuUfV24bFDsTHYm5hh5VytEQTbhsxvnUdAhFEYgimbyPPXyddKbH8+JeYmWUG73zIXGiQ6jc/5e2YRrx/GKauIUcvQiSBfPEZQgtBNIFZ3ie1NU+ikkNqAsIRpOP2ouuARC3sMiB3+IvLIQZiIa5SJR4JNWKgK3ZkF12zJ5Aq6sFpNd8MiMPgCQ13nTqiXgVdw+gfo1irsvv0C87pFURsiF/PbfDixb/x7pTKpfODaJFzZEpZ0uUsAwG7Luut36OsGWx+8wvyS/Nc0SXBxGBjMmujfZpuW8UDQdsyHorak1gTgzBxiWr/KDPzT+HFAy6rgkA4boeUdAYYTYUlOKz1hc9mGyB3n7/fO2bhSuP9tJRl96VQVTt0pggzbBgMDo9QqZe4YeaJjkSo1bKsZ/NoWp3//F9+zOzzXZRqjP10hlq1ystnM+TTuR6Q96Qn3xNRVRUhoF4326YRQtCXTDJx/hyp1CobLx5ydVJjLVVlIyV5e9BgKDnMTqVOydR5uV0gVk8TT9b5x8UZ0nNbfGRJosIGcgNQG29IhXuthUOqsltN0wVZHwXRrsdq93JCv/JjDgTePCg/cxGtD7JTLvpE4Hqisk/pBLpp80lHlseB4E5Jjt2vnlHdcdpyFPx7ectr9ey2eUdmcbu1QDMOtp+ycUcOUezoKDLWjxw9z47U+fu//+8s/fpv+PhSksroFXZWnnEtqCHHpzHHL6BcegdpaFRqVWrVDKoqUQt7mLFB9o0+TC1IffQcyugkZPcAE6GpjWoVBvqSXP/gPWr3K0R1A9O0UOsmiqrYq4YGQ6A1Jlyapm0BN63Wtjf51lHasgnmWEApj7KzyND2CjlZ5rOnmzzcesKUXmBo6AYVa4T5/RTl0gY1w2Bb1gGo94/w7MFv+fQXP2d4Y5up4TDBWMKuT1VaFymKxO1oMn1DtpU83o8cHKNcybCw8hyjVmOyViagKUgtCIqBcEJHNq3WXf4zHbrPhOf8XYOU5sd9DE869z3QcMvR7LcaIhBANcZRdA1N1rlz/jZCVymHFHY2vyaqpIklphifjqPpSeqrRZ4/2SJfLh91k/akJz35joiiKIyMJlGDKmtLu1g+YC6EIBYLc/P2ORQjzcLMKsVUiWc7FVLZOgkJV8MK1v4225tppqJhNBFgZTcDm2lS5TTnFcl0EPoUCAnHdcW9SrRL13WtN48pb8qc9KMGBz7yZkG52+h0JuWfIZAfV47ThpY2n2LjO/XFSas5Cmq7Lfy1AXmbOtsebFOuN49vBI0u6vaOqp1/6Obyw46FWXoy0jwuTRNZzLH94Df84ulLvvzlr3lXbnNuv8yOojF85Tb1SoTFSJIEAYobmxSWviKfzxNWayRiBSIbLygVSjxbWuUHwxNUrv2QudUlgi/uce7KbXTjEjIcRYSi9Mf/DKtvjN1qkbmMSfHpA97RKvT3DUEkCtEkhONIzYBcGrIp26/b6SdnEqjbhUXQ8KE37cmtliQYjDA6PIWyucR1q8L5fosL4/0MJod4uJYjpUtiyRAbiQtEq7ZPuVlOU936ikDmJcNGDd1QQGuEXtQU24pvGBCKQDwJo9PIsfMg60gjSL1epLI7w9BggPyVa6T291Cze0RqNdtnnkAjwozCoXuv5bff9ReH77lD3y7gdvYL1/52K6Lqhj15NxqDWNJ2TYrEQVVQzQrUiwTSswyUglSU84SNOLEpjUcLuzy9/5Kl59voFdnVpLCe9KQnb75I7Pk9w5NxCsUKub0CZgPMpZSoqsrExBgT0wNMXNTZnP8lWsriv3x8CZnN8vDpGtVijXq+RH1+jvfGhghNxpldqVGrZxk3JTeDcE6FadWe4BkANGfujlAO3oq2A73jALr7melztp3LOePJnh3b1lneLChvyJkB+VlKt/B33GY0R5SnKGcB40eVe5zCTwTk4vBmV/m7gXgfBXIUbPuV0w76DxXhnXHuAnLHRcK9vLsTDcSJvFHMIxeeUV1dILm8zF9R5lpCYVzXmbhyg89rGk/uPuDC9CTzj5eZW9xkvLTC7SGd4fffZrkYJPVylssXR7jct8/UjY9YqQn+9d9+xodij3PXbyP7hjCDIcxKAT2exIglWFAGuf/0C6Y2t7gzlbAnhPYPweAUcmACU1Go3vsFgcIeihpAqLor8gqtEz8FNCdUSmmfdiCMqowwomkMDg6AItGSg5j941wxElwen+TJ6jP2KnWC5SKEQA2EiYxewwyGUMwa2ugk0gjbfaWA0DXbRz7cgPLBMYhGMXObZPIpslsLJAbHGbv5Ix4VPuPneybT20v8KCKJOKugNhdX8rsvfAZzh/Z50jq/3QMUN4y3uPsImhNWVccVx2X5HxhHDk1C3whSsahm11DrVbRwH2r0B1wdu8OkgEwpw+5ejsrsN8TCcYJyD0nde2P2pCc9+Y6KtCT7qTxX3jrPH/2HS6zPbVLOQj5XwLRMorEoP/l3b1MW+yhGhXCtjw/fe4ukWoL9DFqgj2dPFllL7fNsbo/aRoHfrBfJZU2uijq3AjCqwoCApIAIYGDPbUFRbWt5U1eKw3rv+yCdXFi6lDcHyo8FYMct22NlOvXyuyj3JPWehd97J1g87XKPW0E7a2HXGT15zxzI2/3uUHHHNrn+o0XrzwM+b4B5y2ILLn/zuomwTJR6mTHqDCSDYKkYQR01NsB2qcbDu88oLK6TK+SZXcuTMEvcGRS8Gx3CsuDFszn6RJ3Q5TADl89hDQ9Ry81yO5nn8uhFiEaRoTCp3WVKe0skr3zA3F6Zp2tZYuEgg1ENPRy0gXzqKnLyOjLWx9bqHOszj7lc2KFvYAwZ6UOoCgi11drbXERIHPwPCAGagdBU1GAQlVHQDeTAGNq5txiOxkll5tnOphiZgItGCLagKvd5vLrBXFrjg/c+Zm/qAuWXjxir7BMygra1PBCwo9AkBpCJQSxNp1wvkkot8fDJN0RizynVdJ4/uc+LewvEjDL1QMB2w5GNaDhA821G8z7y3DSH3I5cabz3YMtDq3HAG+/dax13osYEQhCK2eczNIWZHKYaMEjvzXDvn/83+os53v79/0z4yseoRpC1xSc8uPcNOyvrPH+8yvLcFrLW3ue0Jz3pyXdTatU6slJjYrTGxPh5IEqhrIBi0T+QJB4uMPNyAQPJyECYkthiaWaZYiXEdi3OQk4wWpWkUiVquyWmqpDQ4YIO46oN41EgjG0lV1siXDmTPDs9TE8irzHE4Wuo682B8oac/ul+y0B+7DrPqL0nBt4uyn1VGHcnPfZ5e4C86/PrBsh9yvJaQ/0AvduyfMv0ik+cVm88V2fipKSx6qcd01wLRdFUFawaqCArVaxHn3Nja4dwsIJR2GMwajEaFEzFNfpEnfWZJ9wsVLh88wZVtQ8rEWIXwV52meT5YRi5QDa/SaKUwtAVrHCejbm/5+7dLN/cf0Ygs0l/pI6Ix2F4Cnn+NubgFNtbCzx8+ZD5lXUUK8tbwSB6IGRDpCoOoNKJD+4ocrWhzFXVtd1IHwwj+0apaRqlzCIPnz5i68UTLk1GMcYTsAUv558x8/QhP/nBNYzrP+D/+OUXJGaf8tdjAUJ9/XaZhgGhKDKexAoY7OV3WVt7ztfffMW//exLZLWCWbPI56tcUUwm4qCrznVzoszgsQD5XNSOAz7h+XaSNMprlu+ux9U3mm5HjQmGbQt5rA/ig0hdY3vpt8yltthL7XH37lNuhS3u1LJIActrS/z0578mtbvDvc//f/be6zmOJMvX/DxUaoVEQgMEZVEUWYKluqu7p9XMtN27u9fumu3b7v+0j/u0a7a2tspm9s70zPTtaVXVJVhV1JogCa1FIrXOiPB9iEwgkMgEoViCzJ9ZWkZGuJ/wEPD4/ODE8UeszW9gpiqo8gCuna666uoHIdu2WV7a4EQ2gT9QZmPpMYmRAaSoYBhjLK9myCyvEfD2kFV7eHx9luWnz1lPmtRKgjFZY9gPgyp4Gl1PUEBEQBgHxn2ARzaB3OnPhWhm32rpI78tlnbr22T4Q+j7AeUvC5jdXqtvG8iPAuOHqv8C0y/b7q4NB7Szp70XVeSA13m/QN4GqkSHbVvbO1B3p7qdIL2tWnqTHVlM2JGiTyCcmTk9CkizEdpSI2HX+XlM2067qIDh0dB9PhRvgCHdYHAkihg+xVxJEg5r5IpzLK1OYvRGWDOzDPv9iMI0oZH3qamn+PoP/8yffvcVhdUk7/YpXB2L4O8fgv4T0DvMej7H//p//J9c//JzErkUlwZBWlXAdDLJqI3Ybt3jwKWibp9LRWxP4qPr27OP6joYXmwEpZk7PJ74nGu3njMUMTg78jG1qAb8gYXlW1y6dJazQyEePpvmyf07/ELLYeiJRly5um1X06imllh4+g1ffPFHHtx+RH+9ig8LU9r4/XDFDycCCh6P7tTdMSOpcCC56dVuHTB1VOvDqaXf2gLx5rfY+Z8FtREX7w04seOROER7ITYIwQDe9RRK9i7ZlMFgb4y33jyDJ96HWc8xP3GTJ19fp1y1yC/nsTPVLpB31dUrKsuyWZpPsTyd59SlGJoS4OYnt/B5wBuYJpPJY1frjPb62dh4RipVYn3VwsrXeMMDl/1wyoAeZTuzileCF+fjkaDjALmTqldtpEIU7HZaNHWsILWz2g+wK/vuodx1PY6Xm1/yKKzTfXRYGN/L5mHVCuLHZftlwPiBqx8DkO+5332Ae6ff7dbvt31bZVpCWXapNV2ia3lrcKA6XmWpADbYCppfIeTxOaAupAN1hg5eLwRCGNFeGDyFHDjBsKZTNnQmb/87pUyZuXyVE+9Fkf0R5gvLxEqbLOW8fHlrBbWY4n94u5dfvnWehEeDUK/zgqGsUJ7+A6XJLxgsrvJB1OJk2INmaNseb72RocUXckIvpHRCQ2zLORa1EZbhC0Ag4qQsVJ0YalUzCOo6J4Yz/KfgIANj45R9YeZXlgGo1rPMz8/w9EmZxefzDHtqvDs+QLA3CrqCVHBSN6oKIFE1HUtqVItl/v7tcS4N96FuLlNeXkEpVojbJnHDQPX5GyDv8uBv/YvW9dJnM5/5Vr5511OiXUow4V52P8TarGv+J0HTnFlYQzHoH0MmRpG+ALY3gAjqqL0h4uUBptNlRLQf75VfM10pUJv6I/XKCudOD1CRIWTd4Gn6IbKZGaerrrp65VSvmazOrzNyMoxtmZwJ+8jmqszPrCDrFn5FkM/OUbVBr0tOWjX6QnDGA6O6A+RBnPAUXYIhnW8d56MIFYQKQmtkp3J5yZsPQsHOZfccD7Quv1767qH8pcj9cOP4r+9+AO2FBvZh8yh6Wce/y94RR7KHat8+gPlF9fas8yL7bQZ8osP6Tjtxe0CPRa2wJxpw2NyH7XgsVBWkB4TdAF7hQJ3XC/4oxMeQJ99BDp3G4/Ew8+wxf/jLJKHyKh+cjuG3Lb56ME2xrjFUjPB8Pkm/z+KXPznLTz76OWb0JN988S+cV4oMGQYoKkMxg//88QArwSqnqzn6Y2GUQKDhoW4AeTDqvJQYjEF+A/IphCWdY9B0J1Ql3AvxYSxNhVoJVfcgQr1oho+hsSsM1HJUbNBVlatngKn/GVVVsctpkvMZeoXGr/72KrGgyubqCuFSFl+0r3GJJMKsoFlFBv1VfvXhAN7IGWwJiRN+aj1B1Ewdz9oihuEDbwRhNwY8zZjuhmfIeQiJ7ZdvbdsJK5I2rieQ68Hkuk12ZVlx3Sc7lt1grjqhK+EeZN8YZnyA9bUZZGqRwMgQM6k0qZqgVNsk3DtEUUmxmn/K6swMPsvL4Kk4T2fyzM0vYtXNbsaVrrp6hSWlREqDWl1waiTC5V9/xLUvb2Gnr9PjBS8S7Aq2dHwOwZAD4r2qE6bSyDmFIR2AbH5UhPMyZwPKhdLuxU7XN9tfu5Zb5eo2vxMdZP9HDI/5bqG8zmCa5QAAIABJREFUw7U5stFvE8iPCuPtbB5Frd7al2X3OGD8wGbEzsUD2XjJQN4Jrnft7wWNPdL91WJIgNMpNr6RTofZ9Ka7c3XrXjB8SH+YIoKZu3+imF/nxmSO9NIy7yaKfDh2lqIY4vnjG0Q8dVaEwYmExskfJzBKBTznPmJqZo6V5Dpvjo86oK3p6Cd+hnJygeSDJd4cHkfrH8QqFlBVgTQMhD8IPf0wfBY8OubGI8iuo+pehC+M0HXHgx6MUtVUVheuI9fnGTr9EcbAWdAE2CaF9fskMxVkbITN/CYA2XIOAgGioRq/+eAD6tEY//Dn/0pgaY3fjMYY6x9zBijShFoJsFHzmxSKeT65/Tm9Wo13L0fIhKKEdI1ALkdo/CLCE8Kef4ZWqTj5yrVGXnBV206RKKWTDcesN/Kzu3r2XRkt3f1W630udsasNzPVNAdezYmjFIEsrLOSesZS6jljIyNU6yplWWN1s0AkHmd6Ls/UP/2RTCZJer3I6MAwlvKU2zemya3m0X+A/+7tqquu9i/btkml8mwmq5wY7WHetHg4vcwZj8WbQQXNFhTKNvWaxIMD4UHYmgzI0/CMN2Hc6Y6aAN4AcpTtvqm5vC/QOW5gO0Ztdd8vNyj9FfOUf4tAfhww3mrzqHpZx75l7whGW0HzwKaOCOT7OjdHBPJd20T7/XUaGOzKttG5iXtu2HF+mm1oemfV7VR7itiGclUHBDKfJvX175m+9yVP1zZZKQh+5K/yN8Mheg2Vh88eMq6WuXj5HYwz75CurJBcWEQPhal5bGr1JQZHeiEcRqo2orxM1ta4MV1E8ydQ3v0Z99c2CGzMcnpAQ9V1CIaR8SFIjFKu5Xi0uo716DqXx0bxj11szFLqBcODbVtUK2skkxNEx64gzTJWvUSxOEk+/Q26EmVydpm/fDkBIViajWHVily5fJKBt9/n1t17LM9tcMqq4PEozhubigAssKooqkrMH6e/qvGWVmD85Ai9iX58uo+5mSTFxEkG3/1bVuamKK9f4w1D4vE2QlkMnxNG0oRzCVRKUMo3QnGaKR6h4/27dW8I18d1P2xtYzudpGjAfyGNVUySTy2ihQ3Khaes5p5w/8kz6pU82P3cvD7H3JMl6oUqqhTMxnKEB4Ksz1VQuwlXuurqlZeUkmwqzeLkBoODI9x+Po/cTHP1RA/nB/uRip/5p8/JbGQJACHhvMDpldshK5oERQoU2fTuOB+BG8Jbsq24w/Ck+yG4h0PrpepbeOOzaf4HkRLRfa2Oy+DLPL+HAvIDekUPq9Z2HSvkH/G8tvP6HhbIDzXoeNlAvrP6Lnud1rkHOYc9Ly8q3zbkge2XBLeynjSyndg2IpukN73MBx6LkaiGHYPheILe0VHU8CDnezxceO+X+EZPs1FYJlvT8SWGiHtV8tlJ1jNFrIrNSUUlXM1TN22eLzxDVUpc/OASdzNlrn3yDf/Bn+TUYMKBWX8IgjEsq8LU3DP+ry/ucTG/zIXRAfD5kd6AE1OuqGh2DZ9pYQeiPFpPUk39kbqdQtGLlNJFLLPCV7ef8+TJKvwCen1xjPgaPcMB1kszpNdvMBKqcd7wEB4YhJ5BJ3yGxuyhuoG3b5yzPh+nr1RQ40PYPg+Z/CqzNycZCo2yqRtcf3yL0Po6Z4YiTlpFnx8CUfCHwRMAfwipatirs4hCCmHXtud72rqXWq+/6/eOvxux8xoi2DGAk7YTg18poPp89PUMcmN5mcVclchghqBWIWdqFCsGw4kE6aer5Mo2SKirNdSIB72uU6d+wBuwq666+iHKMHQuXU4weiZM5eE6v/n1R5w/0YcvMkzN6GFz6X+hvJolpoFf2Q5Z0SWoUqCgNObHaMC3FA0gd0O6q79qBfB2z9I99dIJ/XujV8RT3gJMxwW77ezty+63BOPuXR2bzQ5gcEgzO34fFsZb63+vgLzdoMUNw53qtW9Cx7JNKNva1rIs3JVa6jTtuLOEqIrr00hF2HgZxxdJ4PX5SJhl0FXUSNwJLRm9TKhnEMJ9WHYWXWYZiA8zfX2F+09y9A1ski/VSQwOExjsoVZ4Tl4NI2qT9MQy3JhKcu9eilO1NONnE6iBIOga0jBAVbBKKVae3SYiarx79Qr+Uxdg8AxWKYOoF1Gw0TSDHm+EtcxD5md+hxFLIOODWIbBf/3jMisLGyw9X8euWfAL+MO/XMPypPjl3wZ4L2GQMsOYnl4CCS/6hY+x+89grT5Htcoo/iDC8IInhhIdRDG82P4IFVknn9kkFpWMD+mURZV83ebUyBC2XgNDQ4ZjiMQYMjboePXDvVRqRRYnbhJfmyPm9SI1L0K4Zv90X7MdYO66H92TK21dR/e9IbfDZOpVhKagFlIYS9PY8TgVpUjCG8BSyuhakeiVQUr5DA//OoldNZGWTTFfajvldldddfVqqlQqMzezytj5Id5/5zQn+70smmV0xUOqbPNVqsZYHcZ08AjwCmciILUZoiIVkApia+I6sf1pB+HNPq6jx9jV5x0lhO57nu5wP/puoHyPAdOhjH1vgHwfOz6O9h0L8HYwdhRbe8HmKwfknW7gTkDeur51v+7fHSC73ap2cL6jfWL7d/OzBeMNL7mmbX2EpoLXhwhFUTTNmZUz0oscOI2MD1DXDBRNZW5xlanpSSwR5d/+aZLZiQXefu8Cl96OEk0EyCllyqVpesd/RU29wPJKmpX5FTxVkx9//BF6f4xUZoWYWUIREuwaSr1KoLLOzz+6yOj5UarSxg56KCWXMKSO7guixwbxn/iAi94I57Goe7xUwkEml+5Rr5dZfp6GrIXaOCXzT6bRPBpLpyXhRJ5nz0sMVix6zl2heuZjnj67R+nmJ7w5doJo3zgy3IutakjbQg3EKOZXefjsK+aeXefkiVGiI3EmludQe4eYUb14k0+4MmygJobg1BVktBczs4ilVFhKPuP+9CMupzcIhwKo/ijoPmcAhLrznqDle8dEQc17wrVuR10J0nLAvFYhLC3e7w0wlZxlcqGCEvRhllKcf+cCxUCQyZlB3njXILu0QT6XJbm86ryM2lVXXb0WEkC97uf2oySad4FEOMfJc1cZGy5y64u/slmoMiIEmpB4VDCEgqpoIDQQKkI2POW2BAtn4jrbZb0J54Lt9LvNHR87pB1SzSa8jPdojmDzB+4pbwNMx2x+fzC4z0Z8H4G3dfVBbe1V/lDHK3YvHthOJzDusK9vC8i36rQOhNrYa7XR6g3fBfYuCHeXb5fXemvCmQaM67rz0bRGvvDGRDTBMER6IRwHf4jC8kMW5h6ihYNMzDyhoHjIVDWWJuYoLWWRp/Kk1vNMPyuiGb18eHWYhJrj6y+eETMixGIJfnblJKGxy/zjp59yqTrLxz29eLARdh1F1Tg3dgrTyrBar+IzKoTrzygoC/hkguqzLxl88xeosWF8b/wCoalUqmnM+iKLK0VmJpJY+cqOTk1IibAkpc06wg4Q1CUJFWKn3iRZLvH4yddELQs8Tq5yOxBhdf4OSjFD/4WfoBkaEa+HD9/5ECWgMrG2yrPFEsl8Bl9yhXPChlAYhs8ixy5SsUvMP5+kujFBRWhU4nGmcwWihSwJTUeqmpOVQFH2APLW26rNgE7Qck8ASASgBWOEQxEu9o9xWtWwFJtMbpWSIkmmUoyP9KIpKoEem5nHWch23+7sqqvXSaZlMflsmtLTZwTDKu/9+CxXPoizWVxCM8oohoosga6ArghUTQfVA4ruTAQklQaQ2yBsMBszG9tsQ3gzzWHrs9C9vFWuU5l2Ogbo+zY86m2P7cX69qHc9dA52jnp4EE8rhO9LyA/wM6+U+B9QcGDtm2/fzMHBenWnwe247qxDgrkyh7bdrTpqEDeam+P8u3asctT6j5mN5C3QPmOGSAb4SpaY9Icw3AgvAnnhgH+IPSOIPvHweMHTUOXJrHNZax6gYsnzqENDDO5ukLf0BTZlTyP7k9yd8Ikn63g8yywMblJUZ0moHr54ONxRsbHOfvhx9y/95Dy2gTRQQMtFIFABKmqKP4o8Xf/W+r1AsW1Z2zknpLJziJVi9RqDrm6Seh8Dbl8n1DfKRRdYfnpp5TqG5jFKsLUUeXunlBVVOK9PRRKWUrFPBc+ehM1FsfjNXj3ww8pptapk8WqrGJVkmSy0/h0lXTmDnWzju416R2IkKsrpGcyPJ+cpqeRlLeGjoz0Qv8JSqrCp9f+wif/5f+lX2wS6xvkm8dZ+lNZTvZUiQerKNIEYbRcf9eN0JqrXGlzHZWW67s1iZDqTKwUCCOivXhigxiBMDWrhFHJU8gmqSUXCYbKLMzOMjezRHK55Dxcu+qqq9dGtmVjVmqcHR9h5NQJ3rp6iXJ1nVu35rnxxSyh1SQfRiU+FXS9MQ+C7kWoBgjdeZZYEuomVKogG/NK7Oh7m31xo0Nze8x/8Hp5VP8D9ZS3gxWO7xy9EAgPuKODtO1YgHefO9sv9B4U2I8K44e1s++6e5V9AZB3uh92AXaLna1trevdv9sBtmu/rV7wXWDeCnDN5cZb8IrivNDZOi27z++87Kg3JsPRDQiEkaEepCKxi8sooRjesJ++t39DvlzBo1pYIsvq/RnWNzaomSbpjepWkyuFErc+fwaaxqUrpykWBzn99kmWKwVu3L/FkFYhFB9CjF3G7BmkujmHz/AifHEq1U0mF5fZTNWoIEin0mRWZ/jo1CB1VaAYXrLFaUStRKR3GC8DVGZu4Q/plAwNq+p6YVEIYvEe+sZ6WVp8xrtXzuI/fZ6pjXUuvv8+StigsjLD6uZ9VuZu0e9P4PEoFCprZJbXmF33cPPLT/jg/SEqIsHaRglZTSHw4lcFIb8HJdIDXh+phRtMXf8tfV4de9Pm/tQTyhmLkZAkZGiurGBy+12odoO21tCVdsuKa5DVHGjpHmdWz3AC2TeOFRtgdnWB+7d/T59H5e0P/yN9vYPM3v2KctWgkLGxq7Kbl7yrrl4zCSEYHBzkP/+P/5G6x+Lp7F02rz9ic76MXM1z1rA44YOwR0X1eMHjR+g+J/xO94LmARQolyCTBtME7MZEac0exTWpnWj8bvtgbbfc7vfroW8Xyl3QcvjTfWQDB97VHiv2Z+O4oLejrWNu12HO7VFhvNXGYYD8hXU7gXKH7VurRYfjc4Oze3u7/Yhd1TqGrbTuYwewi93rt75bobzxaQ1bac6Q6Q1AKArhmBOqoulOvm5FcbYpCtbac7LZRZRElICWxbYMygywln7GxsYjfv+vs6zM5DBMuavp0nSygkw/nsPw2RihAaTeR66kcmrwLPrACLL/LPO5TTKTN7kUiKDqKrnNNZLzM5SLVe4vZEmtpxgaGkTE3iBdqpGrW3z6+Z8YVNc4efI0xZqGXa3z45+f4YFusfAkTbVSA8Dv83Hl6hv0DJkUzToj42OsFCQbCxMMnzzN0uok8+ky+VyG0sISfzu4QfzE+0RFnoWN2/zxj9e49od5Hny9xtips3z089MMf3CBHm+MqWufUVPq4PWAXUdJT/FGn4IcGGOwUmJlok5htcQ5QxINGAhd247lV915fFsu/I77wQ3hLde3eV01zRlg+YIQ6oFoH/j85HJT3Lrzzzz76lN6Ll2imF3i/sRNPv3Lfa5/OkF1M4vSdZJ31dVrKdOss7q5BkYeXyFD6nGScqbKh0H4eY/CKb+KzzAQnoCTUcoIgDfozKoc6UOGeiCXQk7cQ+QyTgYoC0B1QlyQbKeBPSKwvUb91A/TU95uQHVckL4LsDrt9AC2Om07kq1DHnC7Nh3l3B0YojvA+KFsNQp3vGZtdrIXkLervxeQ77LVDrzpDOStIC9ayrd6xLfKuL4Vd9kOUO6e/dHtVQ2EITEC/SPIcBzKGShlQVERgTBE+lDCcRR/D6ncInaPn0p+gcjwWYqM8pf/eo2ZO7NodRul08mXklKxzONbc/h6+hi9pDF+6gT18iYlI4ip6hQKBTxDp1gtruDHwh8f5Mc/+zX3Htxl8vePqCTLXDn/PpYR4NbTaa7feMjdr+/y/vkIswtLeCM9eAMVfME1xt7ykUqbVOacyYP6hxIE+rysrW0wM7fBzHQKrz+GXfUSvznN8+nnzE2tcf7CILHeS9ydXGZchgmEy/zpr3e4++UEZOqs5CzUWpLN872cf+8iX157jD23wM+vjjmwbVWJegMETJNkcZm+9y6gBYIU7i8z6A2gm1XnvxTNmH3VcIBc0vAuubxI7vtgxzfbcO4OWdEaA6xIH/SNQmwIfF6U0hOoLxCK+QieGGN+9TGVQp5QIIqwJYq1eyDVVVddvfqSUpLJZrl7+wl//59+RO/pQXJT0yS0Or8YizHeP4C3VkMpl0D1IIwAeJ3UtcQGkGPnsftGyc89pjTzGH+tjLdWw5AKQkgnUqX5n0BowPlr1tscciDx7UG5C0AOf2nagNNLB/JDwninqoeG8SMe5JHAdx/29l1hDxuHgfFmveMG8h1w3MFWK1S3lhWi/bEdBMjd138XqInt8orrd3P2x60UiM0XC5XtEBZdRwbCEO/HCoawPTp2chUzk8QIJdAToxBOUKuVUBRJPrdMZmUOXSuQXp/myUyGT+5kKOQt9BddOCmpV+qk5zd468NTTK8lMQor9Iz8FEtYjJ68wtTcBP/4239msM9PIuSht/8U68Usmxub+Eoq2Y01PvvrA+4+WGVzMYdaqHMrW0Qqm6Ao2HYZ066gGh7KWRvZiJNeW0/y7/9yDUtKSqUSfsPAF8kRCsf532d/i1nNIssCM1eh6hEIqfKjD/OMjgbIpBUqWQsNAbYkuZJkdaGC5Z/i9o37/E8/fgvPyWEKhU1CtSLe/je59KFECpuap8g3t2fxhMepRXoITd7lfMDC4zHAF3D+/StxZvs0605cdxPM3dfdfV+4gbw5yFKdcCMZjELfGDIxilRsbFGmLAwUvY/eUzHKfj+TE8+oVeo8ejJJIZPH2PuqddVVV6+wCrkC6aU8lZqHP99+QqVU4adv9HPuw19RiI+z/OAag6uzhHUv0utH+EPOf1V7EhAfwPb7yRsq05qKWpcM1236hY1XSIQikCgIpektbzwjpNzppDpuvQLc/wPylLcBp2M23xayDmundd2hbB3DMR83jDdt7MvOHoX2DdQdKrvrHTuQt0Jzm7Ktg6V2Njvtq13ddoOArXWNeu1e8Gv1kLeCm9tD3gT05n6sOvWlpyzfeIbp07H9BpWaTaJaJj54mmKpyP2bf0RVavz1y2uMB5c598F73Lz+CZ//YZGViSXUfXpbbcummC5g2EW8epWR0THCpy6znl0ilZljaW6S5dl5ntzLEAwE0cQUK8kU5XQFLIUv/nyDYrVIrVJDtZw8I/mqCVRa9uTEtTeDQkq5IjLH1rpqqUIlWyEj0thIDI8OEtLrGWq2xcBAhE9TK/QPh6jpFpoOtnBeFk30xjkzfoKCuczPrp5m+L2r3J5+zoVShsAbNURggMjFv0NqGk+eXCfPCaJjPm5PLjFeqHA67MET7oHIINLwOWkI02tQqIK0EbsGXq2fluvsDl/RDUyrxubiE/CrWH6FR9NToGuUc2n+9be/Y3bCom6VmJ1cRzGls7+uuurqtZSUErtW5cHN6yzNP+HvTw5x6sN30N76NXnb4NnkA2QwjBeJrgnwBxDhKER6wB9AiyYQIxd4YP2VWgk+tCCggoaNjgWozvPG7TIWsPPlzw6NO1DX9D3vxwTf0xk927HLQSu3W32ckHncQH4oMy2gdhTtG1wPYW/PQvvYfOh2HReQd7gh2wJ5J1huU65t21rhu51N92+xex97haco7ZZxxZI31zWAfGta9gwiVcC7PIsZNFiPD5K2AU+azPOb3JlcZ/HBnwlHfDy4PcsbH4+SXNggEchw9e1BMvMF1ovVfWfvMAyDSkUCQfrPXSVTrvDJZ5/z6PEGJ08OkFyrsfI8j+otUyksUa/U0E2JjU0xlXFsHAIld5SXsjGzpvOCo1lyYs8lDrQn59NsLMD8kw3UsIpig6KqnBgf49yb49TkOn2JIc69fwZ/CAwjhKdcoqop2JnHCE8YExWPXObdd4bR7Cxm1YNVDFMJxgiOv4lMjCM1nWIuS3VxkmhhE1X3NkJaVLZukl3XmpaBWOODhFoZe30Gs7jOWkDyfH2atU0VRbNYns9x49o6mdkiwpIIW6J+3x9kXXXV1UuVoiiEAl4G/JKPf36ZDz78KSISJyPrKFaZ4Ngb1BIB5h7epL9sER7yQ7wfeochmsD2eFlPrrCxtsLJ3jjl9Ca5WhW/ItFsCyEaL34248pbYfyH1gUdEK4Pq28Hyo8LCF+G2sHXYe0cBTTb2TlKW47LVqu9jhsPaOOwMN6su9/Bwa4BV8u2Has7ALnYR5m2+2ozwGoXX66429MK5G7Ybv5WdnrE20H51kyQSgucN/Zpm4hqCU0I+oZPUjQ0Hs9OUark2Yj0cW/ir6QXF/nJoIlmGpz3Vjkb0bE0CA6M0xMf4MlTWFtMIez9Tc9ertTIFTQuX7xIdPgE//C7z7j+5X2SS0UePphhfWkFmTNRs4Dc2Tm97P67ab8Z9mKWJPWyMxuGrmpUbJOJpXlKhsJ7J4Z4vr6MtpmhmC3iLW/wTuQeqJCtVlhdKXHh4hnCg2+xsHCHnJzGtGzqI+exLv2EdC2LWllksZRiY+45b9kF4rE+pC+EEJ6dOcwFrhk8m9fWtSxwUpHVShiKj7Cs8PDuNaaXVug/eZlKXTA0NMBQf56oWaaQzZNOZ5DyNXpzqquuutolTVMZPdnPhbdPMjYUZUnUKGwuUc+niQYH8ETCrNgxsjXJpWqBC9E4ysgZiPVjB30UVh8S0ur86MPLzN57ztPVTWIS4sLpR4WwQZHbILvVyX5XR3wM+hbA/FsNXzncg1W0r3js8PptA3mbgkc5JtFm+TjPz2ENtrbrUG0SBzzHewH8foG8pdy+YbzF8Na2duvFTvut61u9pFupDcV2KErrsmA3pDeh3B26IiXYFkIVIFS05DInViep2nVuTU7Tl83zYUTwTo+fslfn8tgYY2+8gzU0gNZToriokCkVMW0bffcF2CVFUegb7Ken189mdoNHf/yK3/5/X1Fby6PU6pi248Fu+om/DxKNztc0TZZnl7DnJEvPdO58s0E4DgMnIkSCQ7wx7iWVzSJ9Q/zl2iQrc4vMJZOU6mHyuVVEocC4x4fvwo9I+YP88dP/h35thVzJZGotScIwifn9KIYXVJ2trAWtgzn3vbS1TTqhL1YdWVfwVmqM1w1yIoy6uYbpi5DEx7tXh1EvB/nrZ/fZzGS+N+e4q666+u5UrJSZ2yxzfy7JrRuP6O3pI9KjEoyu0d/nIbu5xuzsJv39MWT/CWp+H7X1r6nmfdz87E9o3mEepUw+uzvJe6Uqlq/xekzDMy6lRGx5yd3q4Cr/IQP7MenlQ/mR4PlVA/I9Chz0mDqVPZZz0wFc912/ze+jwPi+bbSCdGudNveT+/qLDuV2QJDYWde9vWXzrsHE1vbWQUYHIG+Wc3tG3V7vrVjxFs/5jtjj5rerrBvMpQBp49V9nBk5Qb24Sb8nhxjy4A/68PX2IftPIkYvYYZipGs5lqYW2MgVODGsstkTIJ/MN15S7KxQJMTw6QFm5x7zzVcTbCyWqWZq6LbTD3/vX26xbRSglq1RzdbILwnS8yan3wiSS0G6tEFPX4nrX95n5ckyD689472fXeXUm3EqdYuhSC/egUHWkg+oFTaZy+W5dXcS/0YJa0hFyjpggbB3AnlzkKXQIUypee9JUFX0xClOD73BgCdAMr9GOrNJb02Qz81x7etHTM8tdrOudNVVV5imxdLCBuvlIs8nFqlny8x7NjD8Ht77mcGZ8RC55STDA/1EEkFEKIxUFLLZPAszT/nztafU8xM8mU/jT+UYCIDX/eiUru+DdDg/xNCWY9T3/ln4UtQOpg5r5yCwuJeNI5g4kJ0XGT2Mnb0GCHttf5HBwwx4OtZpB+RtoHlHOdFyjd3w3grWLTvc97Y9gFxxLYs2IN7Meb0DzFuOy21TdZVzhb0IoYIvhKLreMI99FkVBwx9fogPw+n3sAfPYpllJu5+yb/87gZvXerhp39zltxairmHGpnNLLZltbkuIITA8KjMLUwzOTlPbqOEUpMYraf+B6CtS2dKKukSj29PgipYerZOZDDG+tQadqGGEB76Aj3oqk6xLBg93Q+izvrUDbCKRKN+xjWLU70qg0EVRVNbro9rZzs+7gGXa5CmGQhvEGKDaL2D1OwqX93/hrA0OXXhfZbuFnj8pICVrzvZZLrqqqvXWkKApM7awgpmqogqoW5WMMs1ntyYIJo4zdjIOc6+FSS49py6XUXrHccs5rh57SFPHi0TKVc4J21OBCVjGviE89/OLcmW5Veq6znAAR3guF8ulLvg4+DXogMwHwo+W+rDtwDk+zC+V/39tm1f0PoCY/sF32Nt0x4VDwTjjULu8rvqHAHId+Rabd1Xi912oN1ifleZ1ra0fbmz8WmFcVVzZuDcAvNGuWZP2Iy/EGyHuGyBn7ptSxEgNIRhAEGnnqaAxwvRPmzbJPn0rzycm+X2za+IFpKc6XmT0FiIqz89TU+fyZNbM5RTOcrFIrVaHSEEqqpSN02kbbO5kWEzncWsmqjy1eibbcuGspPtZXWqytp8GmlJ+hIJxt84RbAvhlle4/23rtAbrKMKOD3+YxKxk+SLy8QKSwwWQcslwWMgPF5nUqcmke+CcbHtMd/6NGZg9QUh0o/sGcb22aRX75LaeIKtB3n29CFTi+usp2pdIO+qq64AsCybxdkkpm3vmERM2jaZtRyzjyv09gcoqzmmrCJKNkM0tcA//+FzHn19h5/FBO+cShDyhEjOLhIoltBFh8fcXvz6QrbdY+MrGO7yPfWUv6QHh9i1cHg7HYH6ACOndtB2mHYcxUirjWMZ8Byy4p5gvUfdIwN56/7d28X1zP+CAAAgAElEQVT299Y+WsDcbWbXudxje+u+3C93tosLb4K5qjqzb+qNj6Y3ZohsArkTZ7z1LVw2lQbEu2FeFS6Pa2ObpoNhgOZBrk9RffolqedznFEkl//mKqGTF/nq8QO8dokT5/uJD49AIcXG0iKplQqpzQK618fi3CK1cgXLtMB8NWC8naQtkVUTTdcIxaPUvCaWWuDym2PUMuvM16vIYh5v3yn8oxfZePApyonzzC2mKGymiYTjiJ4BQIVyAcx64/YR7AxnaRmkqZoz7XWwB9k7hgxGKVlplpfXSaZyzGWyqIbO40dPqWXzO71YXXXV1WsrIQThUJha3SSf2xmCaJkWq9NrfKMpeAMJNN1Ln5kjvTBNaXOF/+a9M7wTM4jERniWFczN/SO6XXImDdp67u3V27fZ5vIn7d3wxvcrCOTwbXjKOeSDuF2lA8FaJ3utQHYIO0eB4VZwPUw73MB4GB1HG/ayd6BKh22PG5I71TkKkLvXu9a5t9FSrtM9S8u2XXVaIF9xtXEXhDVBTAevD7x+8HgcwG5CuG01pjyub8O5G+h13cltrWrbHnZVcUDc63Vmh9SNBqwrKF4fA2/8iL8bOosRCqHHellemyFaTHNyKMJquUQ1Usbjy1O9OsDD+yUW/i1NPVWhbprtLswrK8u0mJ2aRVnQEKbCo2cL5NMb/PqX72ClCwRL96hW8whdRR06xcL0Br5QH/LcB8ieEcrpDeSzm/itCuh+hCJw8v26wNwdtqIqzkRQHh+1epH15WXWyyZzyzkMj4+lzSqZ3CqGqRKPBsmuZ17Zh1lXXXW1f+m6zqlzJ0iXChQflbDrTl8tFIX+oQGufvQ23oCgmJeEDMiWV1hN5oj0RylVqtyvWiTKOR4ubTKdLjDW7Kpw48l+IPBVddUcTi8Pyg99ntuA1FF1HEDuhivRbsM+bRwJhI9hQNHu+7A6sB3R/udh7HS8Hm3KbNk+AJDv6FA6QHlbmy37fCGotwHyrfaLnQDW9HRrGhge8Aed2dVCUcAGs4aUzjfFHNRKCMtiC8obsz/i8YLH50A4DWhXFAfyw73ISMJpk1lp1PGgD5xFVxXwBACLvt6z9F4yqdUL9CFJl/Lcuv4Zj6fTXP/iOZvzaVTr9etupZTIWh27bnL/2l2ET+fiO1dYXIXewRIPVpcpbCxy/upVZhaSpAs6b1/+OZWLP6VQ2+TOo3v4n07wYcKPL9rvnH/R+LS+7OnOU17NYy4sk0o+4dFGnfuTK+QzGlatRnllFdu2KBbKXSDvqquuHEmJx9A4c+IkdrVKajWNQMEf8PPxL99j+FycfHqB509miBg1FFGlbOVZmFliYTNJYXkDQ1HJF0z6ajUCXtABVcLWu1DgfEuxPaNbx/bAi58Yr/4T5aWHrxzbKTwqTB87kB/QkOAQ+xc7Fw9St1PZo0D9oWy0KXikwUHLddwvkO8V5w17A7k7+0lr2T1tdj6Endsb9pqdVmsqxC1Ab3q1G97uYBiGxpHxPmQhBbUqeINUU6so2Q0MbMfbjSvkxeuHUBQZ6XUAv5IHs4JQVPCHkT2DEIpibT6HQgZ18CIE48hqFuGLYAuLWnkTGYxSsyy+fjxFub7CVzfmufaHu5SSJWTFRLVfh+5zD0mJXa2jWpLVqQWC0Sh/Tt/h9pe3iWheanaU9dw0/opC8NxFlnNTTE895N8++4rLuRRXAha+UATw4Qyq2P6448oFzn9GqiV8dpUhu8gKeXp1izevjGC8V2XycQ+f/+k+9VL19b4mXXXV1ZZkI3HhqTMJRoZr5DZq6IqG8IWIJiRzz76mnM6yubDJ+Hs/QjcGSc4/QBay+DEplUvMr9fpk3DOAz0KeHAeOWLreel+jjXV0gu5n4eyQ5nXSN8zT3nrxTuuNhzS6C6wO4SttkC/35221N9nlT3bcBTteQz7MH4cML6fduwLyN322gB583tHRpPGjpV2ZVuPqY1LUrjXu9q0o40uQN/an2ufzZSGjVAUKS2sYpJUegaPN4Lu7+XZ3SkSs/cZGhwGT9DJfa3rjoc8EIKeAUiMUMxuUFufJeIxUJuhMJqOXVpi6el/QZR0+uOjUBXUN58ghAc7ECGdnSRVyLCaMfnHf/2G5bkJNpZKlFdNDMQLHSKvkyzTJLW8xsNKBdtrUkuVSJw+x2B8kGp+gg/Ox4hHakxOfkNuI423lCLuBU21QTRDj1rylrfxlAts8EYJD77Phd46nsQSPo/K87lJZlamSGbyr8wLtl111dXRZZoWqVQOyzaxqnmisSqFcoVYzyDDY3FUJcbUzQynwmHeGBvmT3eeoORXKCQ3WVraJJm3iJpw0QendIg1oRyBMyeGK/1uq1eyufqVy8hydL0cKD/uk7xvoG3Xhhb4OXB92AFNB23DCwF0D7ud2nzQ4zjK9fjOc5aL3eewbf027ex4/vcB5G5P9Y647lYgandMjfzftFJQSw/kbsOutjTh3DUYcB+LtKFagvUFKoV1NjdmiJ85zVp6lvmnXxExBJZVRTUVMCJOZhVfAAJhCMWwDA9PZ56Su/MJH739Lt5ojxMWg42ZT7E0t4j0xqmvPUX3qiQzK4h8hp7h80yn1/n3T25QzBZIrpVZeFRErdoYiG7/2kaWaZJb3wRFEAr4SAx4qZWWGenViIVVvP5+hk7/B/zBB/jX5xneTKH7vc4gSlN2pkdsnSCq+Z8Tw4eIDaH7DETmIeWlBWrVQR7N+ph4UoGS7A6Wuuqqqy1JKankc9RSC+SLOR7fn8GqVrl6doNaOsHnDzPouSoRS7L44A5rk+uouQzlUplK3mJEwHkvnDMgoUJAOFAuGtm9dnjLX6g2z8XXVC81fOVg51Z0rvBtAvkuiNyjXS+y0XG/LzC4LwjdRxt21TuAoYPue69yhzqONtfuRQObtue99fq5fm9NOy92bmsH5O6Ug61wviW5+1u613XoeNoNBnC3oaVNjdk4qZZB2HjrJiPhBMlciaX0GkbQoNAzyNTqPOPRCEYwAv4AhHsgGAOPH2lWUeoZvPEIBV2lWsnjlTaeYATVE2f05MdkzQpPFxbx9YSYX97EEF5O+pdJbywzP5li5uEqlVwVrWJ3ge8FEgC2pFKpcufOczZyRWJDAYZGTpK3VTy9gwTVFPrwIBvZMm/0jUN0AFkugmUCKkJoIOTOlIiNmH+CcWTPKKgmfjvM0MkhHj+1WFrKUc1Uu1lXuuqqqx2SQLlcx9B7iUWrxLEwTZh6vEH5wQbJPPSqCopqs3ArT6RkotQtEkDMCyMajKjQr0BUOIF2mmjMe9H0lNPyPNtSm4d5p/ddXrP3YI4fyg8CwPu1d6jyh2jEUYG89Z5rhcH92jgyjB/yArTb71Gu5VFhvPm9Z/0jAHnbtrYBYfcMmu584VtebNhORej6lsKBqLa9iiuMpe2+XW3YcRwSsME2wawhTBU1FMPf00dQ0zg9ViGdW+XxnTsMFrKMxgLgMSA+iOwZBmmCYaB4/YxffJ9kr4/FTJL8g2e8MXqORGIYJdjD8If/PcH0PIXFO8ykk0zMrGDWYHlZUK1KlhY2KadLqLXu7JAHkVm3yGzkEawT7b1Aqubnf/u/f0/Ak+HshQs8WNM523se5f3fkM1tULn7KXFho4V6nTAk2L4vtrLpeJAePygWmXqKm08XWVrO8Zff3Wfi+jyiUO4OmrrqqqsdEkC8p4eR4WHUus1bf/chk9NJrt2YIGKajHghptqEFdCsKuM6GDp4gTAQEc4nDAQAA1AUdXsOjB1A7t5rGzAQbD1CD8ZNr97T53uSp3wP+D0UFLdc7ANf1wNe6F0w31x3ADuHhnEXlB52ANG67qj3+YEHZm08yAeF8V11OgC5e9Ai3OXawPiu7CfKNgg1J+Fxe6+l3fhI1+/G7pvhLDTK7spv3myTa7+dwmOkBNt2PKi2BaqOGYiyVrbYnH3M5vpTdDtN6PQJUvUag8EwyuApZLiX2sxNNE2gGpLI2DlEoMLm43VSxTR2OEYuPYOR9+MbvoBSz1DOFZh5OsPzu+usTi0zMtBPqW6Smc6hml0gP4yklOTSOR7dfMz07DTrqwWG+uLksmBLk/4f/S2piMoX158jH03x92MhYr4AGD62Ysu3MrEozu9qntryKjPLD5l+NE+xugnVJH4pKbtuva666qqrpsrVKslChrffGadWHGby+Rd4kJz1QZ8GQQGGBNV2Prp0fvsAP+BrLHskaGJ7UjrRMaa8Ra0OxONwAh532ePQAfb30qD8WI75uwTyF9XdaxBxEE/1viG0w07b1TvoyT8wRHewcaB9twHxfbelBchbYXxXO9zA7S7WAuTt0s25p7dv5gjXmp+GR6AZTrL1sbeB3HZ7zmErPWHbYxe72+j+b41o1HfnI2+kPyw8us7cnRvo+UXGTw5RGznJcrECmkrQHyBkSDKlDNnUHIN2CrtuUFIMijWL5bUS0htFHzpFJTeHWcgiiv3o4UGi0RSnh6vIiodHFYFVE6SWkmiW3QXyI8ism6RW0yhJleHRYUZPnkQKGI/HCMX83L37Fx7du8upchmkFzABaxvK3fnspQX1MrKcRUuXuXjmPKXaHD6lRnp1htJkpXutuuqqqx3SdZ26BXOrNeLFIJ9//iX3bj/hfWEx5oV+zYFuxcbpehpgbtgOmHslGMIBclVRQNGcWPItZ1XjYdYa5tmxM9oHRByGL35gOl4oPxTctXo0j9qAzj/3Lr5PmN/rhjrI8e8LRF9wcx4YhNuYPo6R6b5sdBhQHMhOGxjfUW8/QN7mftsCcvc64Uo75/KQa5oz06XX6+QKV1UnlKRecz6W6fy2RCN8xQXoW17zFrflDhhvGRS4M70Il6d9B5SbhItpfhowUSP9ZII9XJuYpxaK82Rjncv533E+O8lcXSfoKxH1JMhXPKxmLNayHjLZPB+/cxl//wjT+RTpdJpY+RZjb7xDoSIprGywtjLNWjZHab1MLVvcakpXR5B0bo9ypcLq+jp6T4LA6RimMBg6eYUP3lohNFnCEwyAriFFI8uKIndm41EE6F6MyAXODL/B89XHzN58yPJalY1kwfnHzHd9rF111dX3SuFImIvvXwZD59//7d95cPspsXKJk3E44YNeTeCRAtuEWs3GrDtdji6cUBUPjudcFaLxcqfbQ94C5ltq9Y5Bx95J0PIfvtejF/uehK+00YEB9yUD+VFhvJPNXetfYOg4YLwVYttqD+pqu/99Nqbd3+JBoH6HF3mP7c0fHYG8uU24JjVwAzEuMBau+F3NAfJQGKJxB9CLOShkoQLUcYBcscBqzJ5jS5fXvMOx7PDau2Dc3c6tMnLbO286YKdpOqHeIbDKlNeXOZNcJZdeQskViIsgeW+dXCVHLigoFiNERi6Rtf3MLC9y5fw4kWGVjexjbj1/jMcqElYFyws6X9+8x/KTBe49XmVzpYBhd1MeHqcsyyK5skEhV8CrK6yOxkk9miUWK1LyJNB6VcSZc1SKWYxaCUU3EM2sPs37UvNAIIbpDZFJPef+g+tc++wO65t16gWz+5JnV111tUNCCAxdY3S0h2RuisLkFBf1OhcGNC4HTEb8OkFfCMUbRlpQ2UiSzxSQNqg44KjhLDsg3pzkrN0LntAedl4PyD6oXgqU7/9Ut/FaHsfOXgTJRwbyfdTp1LZd9Q4Is/sarHQYoBzoXIu2iwcbKL1g20GOY8/jb3Mf7YrHFrvLt07O0yzWGsbiftFT05xp7SM9MH4WaeiwOAm1IpgqQuhgKWArYAowmy9mNrybWy9/tmn/rpdMafGUu+s0Q2IssAUCBXQvUoGeUJSIKqlZVez+IEY8QUoxKOPF33MCPTpMuh5m8vlTQqFebj5KspYpMjn3JROP1vjgvTNEvQqF5W+YnV9kdmWV3FoJj91NefhSJCXVYpm5x7MkNzYwIlHe/dFFfN4EJ6+8zUxPjKVPf8u7Rpr4gAcIbN+nzUmhFIGURdZykjuPVnjwMI2ZBqXeffR11VVXO6UoCn2DgwSjcTKpCX5zeZQ3To/Ds9v0bywRjvSi9J+BE29BIIJ56zPy33yNXq2huaZMUFyJD3ZNGOR+aAs65yTvdlA7dPzhK9+JrQOCbbs6+xrIHaZO6/YDDERaYbhtvT2MtcLvYa/PUeu77ezLRgcY39UG0WYdbSDWXc4Nvi11d3nJ2ZkPeutFT815DV1Twa5Qy69gb8zg8YYQhg+E4cSV16pQtpyZ7EXDW74XkO9og2gT4+5uczO2nO36ioZQfIiQigiE0YTtePWjcXpDPcT7RpFjp1kubfLwz/+EXqsRSQT5h7/cwCzapNY3qGdNlh6u8/aHvQRDJvduLFPPSRSr+1Lny5SUknw6T6Vc40c/P0s8GqJWS5NTKnz9+V/QJia4dM4PdpXt2PLmPQJUC+TX13j+4DEJf4Zf//oEd66lWZlK7w6X6qqrrl5reTwe+objqEaVd6+8wZmxPgJ9UbLeVcwbaUgMwZm34PIvqXm8PJmeYKmuMG45ceQ+mo9Ox3Mk6BC20m7yoCagb613f7v1Qpg6whn4/ur4oPy7APJdHlA6g99BgPxFML6vOm3qvwhKO7V7r7Z3snEUkN73cR3A1gvttAHxPevvF8jb2HFDd7PjaIV00WJrx4RBNtQqkFrDsvIk157D5jL942+C34/wBpw0dZtriFIObBMhG7MyypYBAm3asstT3w7OWwcXwnnzXaggdOc/iJoKgRBy8DTa6Xep+AJML9zh88/+keXpZ/zo3StUK2tQzbMxVYCahS6hsFJkczpGsU+hsGmhVl7V7u97KMsmlUwxPa0ylDAwdC9hf5loAnyhIKggsRC44soBVB1PaJATJ0yCwQL3njxks1BAyu5gqquuutopf8BDIFpjfnmSZCDKw+WHXDgfJtars6B7CEX7CY2cg1gfedPmcdlgqaIQrENcd/xMQMt8Ha5vWp5pjcWWhTbaY9tr0pEde/jK/s+b6Fx4P0YOfYE6AHbHzXsA+X5A3F1+H6Z3bXtRJpd28Nmxyl43vHxxm/arfYF4m4HRvmx0gnHa/PE3frjPpbvcjmvU0rFsnUf3gKoRimKZUC5CVkGUkpBLUx0cIhXyodWrRIYvUfKGWJt9Tv/GIkGvDzTDAeYt+y4gd+9/C8IVdkH5Djh312mG14iGJ184QK7rSF8YdC+lzXluPH3Mg2/+RC05w/nxk7x1+Sdk9ABvvi3ILN6gWs07TZGQ2ihg5yRKXTgA2NW3ItM0mXwyTU1a1EsxjNAqFeHnzJVfYfcoFDbmCBhFhC/i3AOKcMJXvBGUUID01BrX7me59skShY0qxuvyJOuqq672rWq1yu3bD1nbrGLZOrG+AKrnI+oVlZ5ajKtnrsLYOSq1JJMP7rKxkURqXkrVEqYN0v0eFq7npnvVnqzV4Tm+q1zHFS/e/AN9bH3/POUHstMG7PaE3z1ukv3C+F77eZFHfV+DjYPerK372ecJ3DUQ2e+Jb3OnH3RQs9fuXnRuO8L7foG8tR47pzHfUb4V4nFCASzT8ZQXJYpp0ds7Tj7iZzW7RiKSIBuM8On9Zyx/+RX/nVEg2D8AvrAD5oq6veOtfbrg2g3lnTzm7VI3Ko3c6ZrqhNfoGug6KCoyvUL14WPkxEPeklUG33uH+Ns/JRDvZTWZJFfKoaoKuq6jKgqGYZBKFqnVayjWD7Rn+4FKSkm1VGHuySzlQpmTp0YZGh2ld2yIzx/coW92kffPaBihhDN6aoRTWVaVqckJnk3co1LMkwj1UTbKmOXqd31IXXXV1fdMhUKZwkQZ23LiH8O9ffT3jmKZPvojvXjOXCYj6ty4/nvmH1xnLS2wKuZWrgInes7txHI/QF0P0k7rnY0t3wfUkR9N30+HxfFA+bd9bC8chbVbtwcwt4Jcx30esPy+7jmxc7ETdHasLl5w3C/Y7X6uXWtaoj0h/IDteGFb9hikuIG53WCgLZCLndtbUzYJds726d7sTkVomWBp4Ati9PajU8fIpykJi2t//Fe++Ow6lwvLGP1esKrOTJqy6SlXXYOBViB3TUrkzvfqHiC0xrmr6nZmGM1wYNxofOs6QkCk7wQfBUNofj9i5DxZXw8zz28z9fwL+qMKsV9dprheo6enj0ypwr0bd6ltJDtesq5enqSU1CpVZLWOba9QLQseTylsLpQYUFWEYiGpI4TciikXdp2YYXJ+1E88HAEJMxPzHd+t6qqrrl5PCSHwerwg+P/Ze9MnOY40T+/xuCPvq7Luwk0AJHh2N8meo3enpzVak0xaSbZ/mj7ITGbSB5nMpF3t7HTPTE9vz0zP9EGyeYMAiLMKQN13Vd5XHK4PEVkVmZVZVSBBEgDzZ5aVkRF+hWdExuNvvf46rWYLRVGIWwb7u3uk8wm0rElZqPz6n//Az//ff8DZ3qBR8XmDDsl4AI1dOxYIxIGlHA4gPTx2asn+9F/nV+v5/sV7qu4rT9QVwxJ/1f78poH8yHX2pPB+iracUPTBwUHX/In9NiQfcOKQ87iBwtf9vk7qo6EwHjk46Ds8+H6jaQYc69mO/qBEJQ9fMvISAmFYSCuO1iiRiuepJfLsLv8LZ5vLvJ0VpBNmYL3GC1/dyTDysP4DyD5cEa3n1d9fg0I1ajroJlh28DJM0HSEqoKmouTGsczgmOfU2b/zHo39h8wIlcyrM7TMNJaa59ZCg09++R61SmXQFzPStyTpS9ZXNvjHvy6RP5Pi9bcE07NZcvmXKTerZJw6Kh5CgFQUfCPJlpPm/lKN2u4u928t4Dbbo3CII400Uo9M0+CH776KL2o8fLCDHUtx4c2r1Dod0vh4hscXX37A7euf8cO8SczI8ai9zQUJaSWIUR6Yl/oMRgOBPAI3/ez0JAw4yOj2guo7ilN+AtCemHUI2A78/JSAfFi9g9KeVH//oaEA35d/0PX+JOkH5TkyQo2m7V/kZlgbT6mB7T7Fd3kk77Cb+jggjyQZNLFzYLoB7YiuAqRqEE9BcZZY8hq2ruJuPqLT/gemEypnZvKYuXFwfKTrgtQQqEH+g8VfRATAQ4u3qoWvENC7K3jKSN3dvAdWcgPsOKRykMwFYRu7+XQdkcwjk1kQoCCZTRRAuHhulc1Wnf2OwuefXudXP/9HNu9voo5W7PzO5bk+28st4rEpLD1HcsLibrOEOr/EX1xUieVmg2tU1ShVqnx5/zFGIsXy50027pdQ/JHr0UgjjdQry7YpTMXJjalMX5xGs7KkJuIsPbrHnqphT47hyx10pU6haIBpYzyGjIS4CKKvBPHJuxDe/zDtPnfD5+wBYwx62J4a+p6evosH2xPU+Xy6r5xU/xO15wRojsLdSdmfBN570p/QnidJfyqwPL664wcUT/igP2j7VxyInQrGw509vwsDRuc9QC6O5ut5iQH9F7GYC0DTkOk8TJ+nbSdpuy7NjWXO50xembpK+qXXqWDTuP4+uXoZMyEC2I6GszsIsxjCuBa6oBhm8FKUwFXGDVcLlX5YfxTKtQDKY0kYm4XCNOAj67vgOYE/ezKP7Gzj7i/QSJxHajFS6RiVnTIf37nB+x8ucP39x5Qfb6COwh8+MxISmrUGDx5sIeJz5DSboqqiCAf8TngtgWVqvP3meZa3v2DprkDVVHzc77r5I4000jMmIaCyV8ZSPIRf4cK5NEv7q7RWV9Css6w9XGFhcZv9tR0Wa02captzbYesBTG6lnLBkRCIRyB9YO2n2B9uR1fBHpblBfTP+/pQ/jQ75FSAdkrL6rADPdfMCaA4DMgHgqw4vv1DYfkUwH/kGj8JxE/xpQyF8WPuguOs6oPacVJ9J5XT/x0dB+Pd4wPhvR/Iu7vF4Xu0z/q/y4N+ibiuhH7lfq1M+fpvub28wvrODmfTHm9dzJMYO8ttN8WnX9wl8WCRn6XBtG3ADqzkCkGUFEUJJmiqagDkugmmDfEUMpUNgLu6C/UKwpGHq4NG/c+1MK9hBu+dCtIv4ew+Qvo6xtybYCfwO9t0aLC59s8oXpzYxTco795j/v5dPv/dfcrL5RGQP2PyfZ+t1U086VOcnCExk6ETz7JZLjNTqAax6BWFWDxOvL7BvRvz3L9fwnNH3+NII43UKyEE2XSct9/IYbTX+OCTNf51cYmtcocJO8Y+izxYXGJ5z0FVVLyawwV8rthQVCEmQCdcNEgoiC6U91vLDzgkfH0dHngR9AS2zKfmvvK1+/irFjD0y/66QH6aC2mQNXV49acC5oHwfoqBwUCQHJLhYHNAGETZnzFyNT3JoONJ1T3PU9+8g2A8kqEfzgdO9uRw8ZWD+k/ox4Pl7V1oVOHxHfylu+hLC8ypkJmbYM822dTq/OGzT9i994C/sNuYqg34oIST89TIBE0ltJDregDWsQTkijBxFq+2A1vzqL6HFD69S6yH5XRXHPVdqO4gyzWanTVWdlax0JmYvoLvNZB2Dj3zJ8Q2fo3a8lkp77JRbmNpCWK2RY3y9+638nmQ7/toLiQUgaL7rHsK8f0aU04VKV1QFNqtCkvz11Fch2JujFVtmw6d77rpI4000jMiIQSZTIrpmSLZiTSO47BcekxzY4+0Ao5eY3VtC9H2yDmg+C4zGlwz4KIOOeUQykXXSn5gMe9/7h73II88uAW9wHpalhpqRX/+n2DfgU/5APA6ZbbTpzkp8XGQOwC0xcCEfVbXY+oZlmZYM4fB+0mDgmHnP6j+7s1zZIHJyI4jlnH5lEa8x/TLieWdBsYj6aJ92QPqIjKFPArvQ9oiOPTp9v3ALaTlo0iPnB0jNTuDMHU6uQK14gwrbhPbLfOT81leTpoo9VJoHY9YtqO+410XFNMKoDydh1Qaf+sGXmkRqSVQPB9F1RCqzqH7izgcWHgdZKeB7zSoPrxLubzKIyOLu/gxSv02njlL/sxlWsYcH336HnfvfoAmGuysaHTqRFaEGOmZkpRUq1Ue3PiSN9JFkvk8SrNNo10j7QcrOzU6PvBDOmcAACAASURBVDduLfPRJ3dZXq7RbrRegMfTSCON9LSkqiovXZnjT//qJfZdi/f+eBOvVObNFIxp4Dge9U4QVExXIS0C6/iECmMCkgJMQBWRgARdMO8atI5jKzGAN3oS9G8P+jxs34uj72ii5wCdqp8HwOZpv59+QBtY7DDIPabu49L0t3FoW4dA4cA8J0ApHD2f4+o+2C8Pd8jwszI0cZ9OGur27X5SCI+mO24A8sRAHu338Ecl+r32WM2j7is+eB7gB0msBIZtIxNJmL1ESdFZuXed4ngeK2bzxU6VC+0dLiZBMXSEaYJuhf7lCohu9BQ9mKBpxyGZgcw44tI7rJd22Pn8Iy64DXLFaYhnA5CPthsZrBzaaaK0GySERrbh0NhZxrd+S7M6R6OoslHb4eatef7+r99jY2Eby1bQlDitUnu0HPszrHq9wc3PF8gXUlz6UYJbuz7j5jYpr3HwLJycLDAxMcGjL2+DNxphjTTSSIdSFAUrFqflC+oL98jsl7iQF/woY5NNZihVHR6u7uG1fZIEUJ4WkAYSAmxARyBCIBfRtTQOoJzI9kBIGukEfT0of1r9/VTLOAaMTwLy6Odh5R2B7GMg9LRwP7DeAemPwPgpQPw0/uU9syXkgPMaAmsHuwe1g8H7ThqYnJTv1DAeOSCix0Rvv/TDeHTUP/A7iYC5L0JLdWjpVjRam8s8vHmdTnmTwvkZqs0KTmkFXZMQi0E8CbE0mIkAyJ0QhlXtML64aYJuIPwOrnC4vbTAxt07FHMm2VQCYcUDNxdVOXwJcehao1vEJi5yJpllVpE4uWlu1WF5fp67S4+5P1/F2VPR6ypu1afR2YdRtJVnWkHs8g7rG3vkqkWEnqYuyzidKgY+djzJxZenebQzD4Z8Eec/jTTSSF9RQgjyxSxzr1zE17NMTQsuZGNoNxtcuXiJ2Kt/yc7KQxZ//vco22UyCmRFYB2PA7YMJngq3ShhQoUeF5YTAPzIc1scTXoSOxxb7pPq2f11fCqW8m/89AbB7xMPCIZB3xDofVK4P5L/mHT9aY8D8f40/WX2w2cUQIemj6oPyGVk++Ctb9/QsgbsO26wdKp8x5TRk2bIOR+xhkf3id59B3HDI2X3fz8yajGPNEQCrSZWY58f+GUYS1FPF9hvrFCyXZRYFqbPIs0UJPKQn0U2yrD6AIGCUI1w8Z/QncVtw94ysv4I2iVarkfLc5BeB4QfTBLVQpcXTQ99y4NBglANsIro2QmkYdBq1qmufIGmeRRMk8KbWSpnJ7l73aBW8ll5uIozWvnxmZfreiwu7CDSW1x9eZoSPu3WHgYOnttidXGRhw9XaNQ6z/AjZ6SRRvq2JYRA0SS3bn6GvpDnzGyavN1hPDOO9tpPEG/+N6z6v+GuI5jzwAj9x2OARRgGMeK2IpQ+IB9qJedw/+CWDTbuHZvnFBr2T9/n4Ifx2XFf+To6DvyGDeAGAXm/hbW/2NNMphw2WBhU/zD476kzUu6RsgYAZ7ed9G0fGUxE3VUiAC7CjS6c98QqP8Ug40mPDUpz2hCU/f3dP0Dpt45Hyx4G5P3hnXr6L1p/t8+6PyoS4Us03WJscg4pfNhZp1Hdx1CTqOevspkaQ6uVyeUncM6+yuJ7Pyf18BYTU3MIO3boa64QTNr0BLLt4Fp5PN1C03yEFvqkm1YQAtG0D9vTDa1oWGAnIZEB0ybeafBOfoayU6dU2WKvUeXLB/fZrO9S3nRxnFHovOdBUkr2tndxPrzFqxffgYRCvbFP0m/jqwqbe7C14eE5o/96jDTSSIfSNI39nRrra7sUxsb40Ws/A90hNvlntKbP0dj5knsPH7Oy12bGDyZzGuFLB1QhDizkQulayfsAvIc7ODToDeKz0/D6QH1d0Hj29d1D+TCIfap1DILsQUB+TDoluo+jH47A4ZFGHE03pKiDNh8H4gdlDQHOaBkDwzWGd4083Azeww0Rgc5gY9BJDW//cQlOuiFPKqs/BvmR73PAYKW/b7qTIw9G+t20kS8oWv6JA4XguNDCsIR45DWddCpFJ5tjL5nj+ladl/Nx0skEt5ce80//8h4/lRuMF4uBldy0AveVA39xBa/t0K7UmEsb5AsmIpFA2jYimUHm58CwkaV1hNsOFnNQNTBjkJ1A5qbBd1A1naSuI/fvUXX3MVsdFudL7Dxs4lZbKCNX8udG0vfxOy6l/Q53NiAj2oz7TYxEguzUBZqN3+O3/Wfgh32kkUZ6FqSoChdfOkNmLMbywgbnLl3k/MuX2Npv0TbH+S8f3GTvwUfcubeJ2mgTs4IJnV0g1wAhjgFyEXmWDrSCHoGbp3NiLwaDH9Hz+ds9EIAHfEMngXa0rP5RXnfjyDU2oLxhcNifZSi0nwT3A9p2ahgfBKVd4O66Yohea3n0XUiOdWE5okH9fcL2SXfXoHxD+yb6nQ3ql/6BSrjvYOJnZLvnRW++/jIQkTCFOkIVqFoaJRZDy42zWa8xpm+g2C6PSyu89683iO89ZPJMPADtbBGS+cBXXdMQhgXJHFYsybUfSzpZHV+XNFCwdR2Rm4S5V+jUdmnf+Q1x3UTJTCAUGwwTqVtIt8r+6qcIPUviwg/YKm/xYGMH2e7QdDws26BebR3f9yM9c2o2W9z4dJ6rap72dBLPqbO9W+LTzxeolDuIQzPVSCON9D2XaZhcunaOV64l0P7iEvr4DFX3MZuba+BV2NposDG/w/7CGm8pPnkVbHEI5Iroht2NLBZEX+SVgUa3E61r34zrynOurz/R85vOMwx0T1vPSQO2gUAuhh/vKUccuR4H1jWojGFtPQ7+YQiMd9vSD+N9UKl0K4hAeXf59mjcTxmuGHnEaj6gXUOa23v+p8xz6jIH9c1JME5vXwzsr0FpxSGsDzt2sDKnCEMehpM2bRuRTINmknS2sdIZPDvGw9V5qK9x7UIRKy5gbBrOv0G7VUcu3sCaOI+MpSCeRlOzjF18iS2xyI35u+TXd7hamEHJTiBTBdbXvuTRzY95tZAlb9kQSwVt7NTpbN3k8cd/g12YIW622Wousllt8i+//JyHtx7jlJq93kkjPRfyfR+3Kblw9hqYm9Rqu+x3dujUasiOgxhF0RlppJEIJmbmC1mmzs6ha/tsLt1l8c4NUqKMHjdZ2BZUq5Lq9h5j0uNcGI/cFuHKnSJ8tgn1MNoKfQsGdZ+JchCgR+DmiDvLk+r7AepfHcq/y/45Uvcw6DuJliNp+oGvxxIaPdQH7IPyMujYkCZEgXJYuiPuGv0w3m3rAGjswmJP+CJ6I4j4fgjnRF4ywu/digcsNnSkvUMGE6eF+ePKH1RXtJ8H+tIfB99PAOYH8cC7L+UQxqOWBDUMb2jaEM9AbgolO8bYmZdpuE0eby4iLRtPW+bO7g4z2TFy4+dwc9Pc++Ov0G9/yOVsAUXXobIMmqCGwft3N6jcX+DfzZ2BZAZp2jhum+u3brC4uMmlhAKyE7pZSfA76KrFuanL+KrD+sKH3FtZ4PqNDhv3d/B2Wgh35Hv8PEpKyf5ehYUH+2STJrPtBnNnJpk9P07zF63RQGukkUYCwLItzr98AT3R4o83bnP3/VsYnk8xqWLF4eGmx9au5Kzic9mGGQ3SSjC5UxfdlTujkVaU3udi11jVVfR53/9wOeCJnoRPSS/Ok+xru6987a540gKOAO2TpO27ePrhtv9Yz6CvH4zpvRh78g6ps79dQ89lEPj3X/gDALJ7g3ThUYmAo6pG/gVFAOK+F8Tb9mQI532rd0rBofvKkPMddm6DBij9fXjkvKMaRBYDvoP+dp1kHe8B6yEgDpGVPof1qegF8egKnZoOhoVM5ZET5+jYCYSu47tN7I6Du72H3yxxpSAovvwWIj+B06lQXb9FVjbANAAXVI1ma4svrr/H3sYuP3rlB2TOXWartk/RayOER97WUCdSJNJJSGaRdgJEEKNayc2RHTuL79Rorn7JZCrGO29pyMpnfLq1iz+a3/ncqlFvsDy/xpnLr7BWanP1JdCMDp4/WsVzpJFGAiEE6WyGsblJGnsbyNUl/mTMIJcpcGetwubjfcY9uGjCRQMuGzCuBTHJTUBFHI220gPkcAgpUUin15gnRGjoGwDqRNIdNvwb9r57tgH+u/Up/6b6ph+YT4TuPjgXx5RxBLr78g86p0GDg2HnPgzEo5+j7T9iKe8DRiWM1tGNg61pwT7PhU4bOp1DF5Yef/MukIfvXQ0NxjIEwvsHKKf6zodEWe7px2F9Iwb0Tx9YD/wcaV/0uhD0AXkXxJVDEFdU0LpWcg1UPQBzIahuPOLzu9fxnTqxYp613T1s1nj5jM6Z8WvEXvs3QId6+RFtr4Q1OUHHsmHtFubcazjNJknu81c/fYVEco6tahm1VaZgaNSdBnVV0jF1WqkiyZlXqVSr6JsLxGeuQmwSzzBw2haxc39OeeWfWVr6kMXV+3Q67nM6oWQkCFxYWrUalUqN3TJ02iVcp4GQcuRNPtJIIwHQajZZXlgg93qRty6d5dXxcdTzb7H+n36Ot1NiVpdMdVftVCAjDv3JldBt5dBSHgXyCIBH1c9aR46dQlFX2v7MYtCxU+rZZvEDvQDP5Sfs6SNwfQKQD4O1/jKPg84jEN//+Rio7x8YHPEpj0DogTuFiICjFkT20A2wLIjFg/dWE8p7wXLxPoGVfND/vQWRCCwD2nfkfAb0W/95HPncH5KRoVw+sIxB32m/pbzrwnOkn0Rf3r7zPGIlj8B4N6a4ph7+J0ILY40DNMqI3VXM2+9RKW/jFHJMzV0gkTOpWhnk+AROwkHxN9DaGXJnZrGUNjuVRdydNdLxLHXPZGbyB/h6irIwEPFl1ESVtrvPysoiD+59xlw6BYUparE87733e87V73G1MI7gDDtrt9h+9Cm5C6+wtPwlv/rb69S2Wqj+c/ILNdJQbW7scOfmXc7PFFlefswf/7BAp+qhf9cNG2mkkb5TCSFIJBPE4zaeq0N8Dj2Xx7hyiesrVb58vMM5KZnVYFoLFgpKiWChIBNQu4sEHVjJw+dndxGPHjAXEX/ygxZ0G9L7+dhtvh50vyB6/qD8RFAL/4i+zwPLGAR1Q4BdDCkzei32l9t/fNi5DAPXaN0Dzy0Cnz3QGQVHNbCQWyYkk1CcRI5NwOoj2N8E30FIj2Alz69wNxwH21Hrdc/7oJOEgxCNA9MMyTKwb6Ig3gflB/9FUA9Xwuz2oYwO0SMrm0ahvNunmh70q64fuq10y9bUIL3nkkyk+MErr+K1K4hckc1YgYWFzyiXllhcrfN6rEPhLJjZ10jMZug0GpT3FzGFi6huYmcmKL71H9iv7XPn439if/Mhl1LQ6uwgpWD8zAWmJ7NUjRye26C8+xA94YGQSK+NZeYYL0xhNO5QtMsU80WczQ08nBM6eKRnWVJKKqUyu491FM5RKm1Q2V1H8X3E82ISGmmkkb4RWZbFn/3Fn3L56hhtxcHOgRqf4Bcf3eJf/vH3eBtb5G3Iq5BRAiCPEQC5JpQg9KESDYF40kJB0MNFJ2kofItjjn0/9HxN9DxtncdCcAS+B+0bdEyJ7DuSZ0jdQwE0mmbQMTEgTQTE+635x7mtHACkFizLHktAoQiT07Qe30LZeISh6khFDx7ksr/Ng+6OQQOHQSDebWu0T/v690DdFTIFBy4zg+5KMWi7b5DSfT8C5ZE+UcL/IGih64kI23Aw4dU/bFd/33aB3DDBsoOXph2W0YV5VUWoGhgpjNgVUCSe8GHpHuNOnfH8DDI/RbOsc+dOm+lLTe6v1dhY2uTcuMvZbJpMwWBnfxF3x+HeowX+9//17ziTMSn8+1e4tbxJtemxXnIx0hpqdpzV5Yc0a1uYV3/EeqNFfOsh6fNv4xSmqO3dRo/vIowVfLV7fiM915IgPZu2nANVRSIYBV4ZaaTvtzRd58Kl87z86lk2tm7T2n3Aa+nLfH5b8Nt/+Izm+g5v6B4zOmSVwIfcBiwBOiIEcQ3R77ZyxEIerXXAw/lEK3mfhh46hqVOKvM51LdvKY+6JZyqL4ckOi5vP9BGD4gBx/uB/DhQ7+aLWs579kfqHArsx7V5UF7RW/aRdkaBXByG5ou6WegaGDpS03B9l+VaBWVzlblYDD2eAc0MALXnhht08zE4tNEgq3gPmPe/ouV1odw/Gid9mI4MUgZ9b+LQTUXtWse7/WEEC/XoRpDec8HtBO++12s171rZ1Yhvvm1DKgeZsQDUO01wWkEZ+EG9uhEsCGQnwLRQpMt0Mgfmv4V0AVe2KNfLeOkxlvfK/B//539l6c48/9O/fxXtzy6wcucLPrqxQnFqjju3b7N+dwWrmOfvf/kZpaqHrvtI8iQTZ0jGl8lmWrzxRh4nXeCzLz7hzXMzJOdeZX1rgwcL8yxuNthcrSI7o6grL4pazTa7WxWWtm6x+ngbRY6+2ZFG+t5KCPL5LP/2r14Hb56Vm1+Q9Nt81r7Dxwv7VFervKRJXrMCt5WUAjERWsi7QN61jh9M7uyLunJgwIvAVPTZe5LrqTiyMeTz91PPn/vKV9VAUO8DyOi/ZoTotZAPnGRJ777+ugbWfYp2DYRdei/8qBW63zVDVXqhvPsuBLgOXr3KTq1Cs9FgzO+g6/phVBah9p7LoMb2A3FPOyMg3wPhJ4VmDIHc7y5oFKl2kEtLT1/01d/z34O+/xzoGuhm4FcfT0EyFeSrlaBRAwfwCNrTtXoLEQF6NfTPj0FuHCbPIp0GNCrI6h5COghC8DdtSBeQ+amgTq+NKs4gVYV6fR1UFTU3Sam2y+9//z5LtxYQ5Q7lNZ3rN7fY3t7ny9sPqO59SXm3itLwWF3aYWnFR/qg6ILJWYNf/8OH5HMOV9+Y4OrFHNv7G3RaO6jmLG51FTuWxXFsahUFtwXSkaOfvxdAUkqatSarS7vU1TKK5x8sPDzSSCN9vySEwLYtLENja32ZXLrBz959HadU5ee/+ZxkpcUlGy6b8JIBBfUw0koQ/rDrR64OtpJHnxrRjzLyzD8CO0ce2ifrexx5Bb4qlD+N8/oqZZyUpx+O+w9GL6QozPUAZHiwPyQeDHBjEYOvvZ7yjzkP0ZfgWOiMfo7C+BAA7Y8SogjAh04Tre4xYWusxSwcpwFuG3w7BHeFwLf8uJupf6DSN7ihr009bVMPrdaCAH49N3wR1C394S4s3foHDlyi9UYGAweDEy10PTGCCa/5InL6HLSq8LAEKghf9MZSFfSVoR5OnNV1cJvQ2afSKtNcuk3BtlCTeYRqBlbyeBosG6e+gVfewixexNMsqvsl3MYKW9UdOppPTF3m0nSM1YbH3VsP+PRGm3bdp1Wt47ddBKAC0vNRvLB5nmTz4TKrj5bRdMGtjx7wl//jBX7wzhRW0eD28mOURI7M+XeZnM7iqxZOZxQH8UVSp9OhvN/gyo9fY+m8w8L+fDigHGmkkb4v6oY//PFP3mRyCnQ7TlLvsNnSubur4bU8XrPgnBFYyAsKpEV0kaAokEcs5NFVO3vgfACoD2wYQyK2iaPpvkk9+yx+oOfAUn6aMBzD1GfZ7R/JHVxXUbilF+ogAnjdrANg+Ug9R5txumMnlR1pIyIcKEQnMPYBpKocgjES4bmoRpLs3HnKY3ncjQa+10GRLkIY9Cw3P7ThfYODgxu2vy/7J1ZGXEd0PdjnOtBuQie0kPshkA8LiTS0r/ra0BOFJmrl1gIot2KQzEAqQ6u8htxZwjZspJQg3bAoMWCAox7+V8FpIVt1PK9OeeUjWuvzJDITxHQVYglE6Brjl9bYufMrmruPmH3nP6BPvkLxwps49Snk9jJmUmInBZv3qzy6v8/q4iZSSkRoqD/O+ik9L4B1F5qO5JN/2sZtO6QLHc4UX6LcqZDy2hSLGTqtTbxW53m46Uc6pRzXQbYl6USCllPHlf4o+spII32fJMAwDK5du8BLr4/Tbj7Eo8Un8/vcu/UF1a02b6sOF22Y1YIVO5MimNh5COTaYAt5jw95+C4jz9puA/rZque9f3vISRy3f2j254i2T6mv9Xz+VrvjtJWdCoyjYH4MkPdsE4HxCNBHyxtapxzQ/n747m8bkToiaelryxEAjbisaBEYVSNtNiy0qfM0Js+zsrZGxncwhTy0qgvloNnB+4Cb7oi7SiTNkUgw0UV1TLBjkEwjYwmolmBnDVwRVNvjrx7ti34oH/D5oE+irjLR+sNwhd2oKZqK9Dp4OLRtDcd10cq72IqKMOyDWOOHPvqR0IdIcNr4jQr19XsoWw9xRY2drXmmEmn08bNI3QARwHXCSGKnCyhqBWf/Q0T8ItgJzGyBrYbCL/7lI3738TatloPqf7V7y3c9Nh5t836lTPFKnuZbLrbxmKmZs5TqBptb20jf56uVPtKzKOlLNlZXWXpk0GrVEfLrGDFGGmmk503xeJzp2UnsuIZo79Ja2WN+cYfbj8s0Sw2umXDNhmkd8iGQ20QirYhBkVb6rORR4Ilyz8HPzQCYOS1Ij36uevQdGM2+w4fGINeTHiCOTJQUfe8HVunIhTkIxo8dHEbhvP8CD/8M+9y/bxCE9luFtQiIdmNqCwFOC2dvne1yibjr4gsDdBUMPZjwCeEqn37vTRf1F48OaI4MbkSkTREg7kYsSWeQk3NQmMC98R5KbRcldOHuGYgcfGdicH9EO6anT8RRX/JutBVNO+wbVUXEUmhnX+He2jL3P3iPV2vrXJmcQMmMh9FZOBzgaOEiQYoIGuu2URptLE8i9Cx+fRdP82mZOmoyjd+pouoqIjNJ8tp/i1ffoF6/y271IfqEzkYzyfz9D/js+mN+/TefI/fq6F/Tn873PErbTSr1bdpleGXyMq3GMlsbCrvrJfBGv4Evknzfp1ZuQDuLKhMolL7rJo000kjfknRd58prr/Da25eIp2x0Yx3PzrC2scpYo8G5BFyx4HzoQ94D5HQndkYjrQxzWQnfZHQ/9DxNwsfikf0nWrtHiurF+k/2cSOzAdfQER/knuXTRcQCHQXgKMwPK7e7cUJYv4PPw8ocMurs94M/iA4Suol04VMP/acNM3jpRpBGSkwrRi5uoJkKwjYgHgsmPRoxcBxo1MHxIjflEAiPzsqOtqXfSq4bYJoQC6zk5Io0DYP1pfvklh+QyRaDiZFCC/NzWM6RCSfdxYZkXx8OAPKD0JDRwUm4qqn0oLyJrKyxufyA+sZDDMuFThzpZxDYIZB3V0PtvkJYlz4oGkZ2Al3x0AyNXV2jms3T7OzRvv8ZE5feQZ+8hOeaSFXBq66jyTHalWW+uLnBL//uExbvLMO+hy6fUoRpCX69TW21ys6mwlZlF9OaJpXMs8k+A6/LkZ5bKULB0EyEUEbPvZFG+p5ICEGxOMbrP7qGqe8iWrv88ZP73L+7QapU5q0YXDRhMnRZSUWBXAiE6LqshM/J/ggr3Weq7Nt32ILD96ghrW+z9/OgX6hhv1rfT5h/saD8VIoA8BHragTour7YUcv5ETeWSBmR4gMNCh/Sn4bDi7kHzvs+95fTD+Vdq/SB24p2CMFW7HAVTzOcfGha6JbF9JlzdDbmUVJpGBtH5mcgXcDbXEWUd1A8P4i1LbQIbIej6P66owDdswJmZIDQbU88CfEECJCGSsdrIZ16kE+3EErobx5ZVezgvauDmOKR/jwC5OrhoCBqKVfDSaadJuzV0Zu7vHbhDPH9FUrLD2l2miR8J5hZqWthn4XuLNGVUlUVoRmB9T+ZwdJeIy08yn6J+dXPsJobJH0Ho92ksvwFufFZMjNXSYuL1PFJPvodnZqDV/LRnhaQR1SrNvngg7ukZqZIZtvs7+7j+xL1Kdcz0ncrKSWO4+N5o8HWSCO98BIC0zCYmp7gh2+/yrnzNgtfrnPz0zssL+1T8Fxej8FVKwDyjAIJAiA36AdyFbpW8h6Xle48tCiQc8glh40Z2L5jj3PC4Yjd7ckzP/96fqH8pAAhHHcsaunlEOZ6fJCjkUui1mAGg3kPQPcH2z7OYt5fZt+rm19Gy+qD8oPBQ2S1ScMIfLdTWcgWwDSCMkwTEU+h2za5sxeorn6JMjYL2UmYvUolluXRrS+YXFtkLJ2BWCoAc1UJbt7okrsHEB6B4EEuJJp+OEiw7cBSns5jmTrJC5eobzxErdbI+D6qGq5AqoXgq3St23rwrihBHHHHAd8NQyh2+68PxjX9EMK7bdH1ALQVJYB6I4Zi2xi+y5aIIdpw0fdCINcPgJtkLjindgPwg7JNC2JJMG2EYYJhoNa26GwvI8uPaEqXhlNDd+uomkNz5w7axAVc2WG9Ivn05hLrKzsoX9GH/CS12x3ufLZGOpcid2Gd3Y3SCMhfQDWaLW5e/5Lyzv533ZSRRhrpG5QQgng8xjs/fpU3fnQVIWo8WrrPe9eXaC/vc011uRSHswaMq5BWIM4hkKtdH3LR9SFX6YHxHgAXfQsKRj+LvlDFX/UJ9i2A9bFW+mdP3xGUP4Ff+Tftgt4PkdFVMDW112I+yHUlCuj9EN1dgEYOmugZSX8EsKMRUwiswr5HD9z3T/Q8AOCuVdoOrNH5IkzOQqOEbDchmUZki2DZWBfexLRM/HaV1vY6Mp3j0y/vsPDZx/wlFcbiFpA89KkOZ2j3wHh0UR1VPTwuwwmF3TYZZmgptwOrfbtKq1Ll+uo6tx5tc61T5U+LaeLxRNDX3Xjgmh7E+DZtiCWQphXEE6/uIzqEfSsO6+rWpxmHFm5VDQBeymDbMEP/+QD4hXSIK4JiLk7D1lDtcHEg24ZECsZmkBNnYWcRymtgxhGGAcksZMaRByt6+ohmhWSnjho3cbJjxJMSxVlHWpK97U0M/TVc4uzv32Bl8RGdcgfjKV7O/fJd6JRtWg37G6xlpO9S1WqNu9fv4bnuKE75SCO9oFJVlYmJMS5duciPfnoJU9vjs/dvcvvGMlqlzuuGz1UbpvRDd5WYAAvQZQTIFRVB+KweZB2PRlc5AO5B/BeEpAAAIABJREFUFlDBUSA/zlL6BMz3PXVdgefGUv41yHxYtv5rJzpRshudw+haaQdYyrv5+sG4C6S+B57Xa+E+EjGk+94H5N1VI3U9KKvdCizD0j8sp/8V9Z3WQ5cKO3Bdkb4DpVVkp4koTEAqA14H68Ib1AoTLP72/yLZ2KL56CZ3f/MrZtp7ZFI6QlMOJ4DqZmCtjkJ5zyqXIQQbZjCI6DSD8+9ayo3QdcbQA1/u3RXa6/MsL62wt1sinvTQNBFYyA0tAHfDAj0E62QaxmYglcG//UeUTg2pGqGrS99/OXQjzJOBzBhSerC/Bb4bupvEguMHg4QYeirHeKWKt/sYPZOB/ATSikMijShMIXOTlBY+xF/4hNzZa5AZQ6TyyEwRZ/cRtKroU1cxX/pz1OoFYs3XkRaUqkuorX12aj4rOz6b9z5jPJ/hzs2brN3dRP2GJ176vs+jhcfkSKOj4jKKU/6iSfrB4lsjIB9ppBdQQmDoOmMTRf67/+UdMrkkn95cZuvRdcTuPtPNBhcSkjMGjHfdVcSh/7hOGPZQdI1mKsGiHBE/cvot5SJiKe9xCej9OPKYe+p6TqCcJyeX03B8v9tI1yJsGGBbARjqemTxHQgW1unLH4FBqWnBQjitBsJ1Qot5Xz0HDeyWEwXy0JIbSyBT2cBdYmsV1NDnOOqrHR3NdmFeiwCyHTtw+ZB2DK+6jtqpBP+FcupUdqrcuv4xdz6+z0TMJbf7HtfUDSaKdmC9tUyEbQU+6WYsAGRFOYzKEnVNsWLhsvMFZGkLtldA1wII1o3DNJYdtC1RJJHO8ebuHpNrt7kcByOZCKzT8US46E4itJJbkCkiZy/gmhaV3y0T23qMNXkeYqkA3rtSw5U0Y0koTCInz+JsPcRd3MCKZxDJQlCWqgaDnEQGkR5D1zUmhcPy2k06xVlEcgxlfx1j4izEkvhem/WtFdyNZdIzF9AsC2nF8NwWG/Ofota3GM9P00LBc1rY+XN0RI2tnRU+/3ieWqPNF9fvkEl0+NnP3mC/UqFZ7aB8wz9qUkoqpRqxPTuE8pFGGmmkkZ4HCSFIppJcvnqRwtkp2obDe3/8LctfrpFpVbhkS84lYFKHnBqxjsvAXUUnmAgeBFAIJ3VGgRxBT7SVKJD3TNwM3VWiUVf6LdoyClyiD9pFz6GevE8i+TXyPif6DqH8KfilSDi6+mT0c3e7L82g/6p0J3pqoZU2lYZUCiyTg7jUB77dUT9mAkA2jGACYzIdxN3e9ZDCCm6CA2t26OuMPLSi97ifiAAq7RhkizAxTefe5yiVLbRUDrqxszUjqA+CxXfg0EKs6SHYG8Ey8qlMUFY6g5rJIVI5HL/NVs3h93/797i/+SfmKhVq2Rh7ZxO4VoadvSbJlEE8nYZsHhI5iKWQiWwAspW94PS7LiKGBXYCirPI4jT+J/8VSusoY3MBpFuh64RhIpJBe0QyA80yZjLFuVevoXodOvUKZjIF+THITCDThWBQIhTIjUEyS628zY3NbS5W95k5ZyDHpwIwr+6D7yOsWAD08RRkx5GJNOsPdijP3+DKyz/CyBQCV5SNe1AvQXEm+L5b+ziKoJPJs184w+q9W5zzK0xdS4Jlo9oJ8jNnqK+PIcam8C0bvDaoSeL5Im1K1DdvY46dxTBaqHoH1Rxnu6Txn/6f31DeqNAqVbFjgu2VLfSUjeN438pPS7vVZnl+Hc/9duobaaSRRhrpq0kIgaIoqJrG5NQkV167QibtsfD4Nl9+skmyuc8rms+5NEyFoQ5TXd9xAaYEQ4CKQCG0kItwUueBu0oExKMuK8e6rvS/97S6F8K/1oPm++u6As+TpfyrQvyRbJGrpt9KKUQAtJYFxQnkzGywLb3DpeAPhmoCCP2mu9btTAEyWdzNeRS3hjJ+FmnFgqRq6Ods2dBqQLMWRvNQD0HadYNBQTwVlJUbw5EdNLeGmrmAtJMIKw52PHDNaFYDQDbsAMjtRGDpb9YDa3EiBbkJSOcRMgMTZ9jbuseHv/xr5r9YIvfJDf6y3SKn2TSbOnVtio9NiWXvkjj/EsxeQabHIZkP6h6fw9lehuoWWnYSGUsiktlDt52xKfx4klJ9G725RyL9KsxdxEMid9fRkmlkOo+Mp8Gp0tx5RNnpoBVm2Ht4h8uxBObUGeTERchPIzNjNL/8A4YRQ0ukwLJQWhZ6zESzJnGmziEnzyHsGO7eMlZ6LJiwmp8OvhvTAlWgOjU0S0Pmx5CpNNIywSlBbQ2Bi3Rr+K0dWlqMNWOclfs3MPbXib31LoyfRXp1pJLEKYzRTifxx89AZwev1MDRLIzZa0i1hJT7GMYswirS1qts7u5x++4ye8tbuHtNVKDThrt/3EbqCrT8b+V3R0qJ1xnZyEcaaaSRnlUpikIymaA4XmC8YJNMZchMz7G+tcCNj2+j1fa4ovnMJQMYz4cTOaOuKoYEPQRyweFEzqFA3u+20mMRH2DI7OEpcZSvjljMYWA5X8cd+QV3mXl+oPyJmDxMPAjIu0u4d63U3QmZkZfUVEil8JIJWu0mntPG6bTx2i2U0L9cqCpup40AdMvGbdUxhETXfBZ3NvA2NyhkxgHwnQ6aFUPoLqZlUdtdw62UMHITgb9YLI7vClr7O+ixBKaq4m7UMJsltltVGmjEpaC5tUGuOIEiJbGYTX1vg+bGCmZhGqHrxDQNp9mhuvQAKz+J3qxhei42LTy/iaMr3PnkD6z+3z/n4n6bH6oaBU1DKAIzlqA1Pom3vka8OMbu5CV2jBSKC5qqU9raZDKZZWf9MfWVx2TsLG7LIWsl6NT26dTKpIWCkoizuLeN56kUmi0S5R1qtRKVpQUysxfRG3VaG8tkcyk+unWLP3xwi3NjFkatTnryKg2pYfjg7W1ieg7La0ukM2MY3MeqV1AsHd822IoXWNzbQ6vdJD8xxf7WFllhovuCmBnDbZRxfR8rV0RPpfGmz/OwVie5/ojm1hpGp4Nbb2AufEFq6iw1p8nPf/lLbt14xNsvpXlpaoqyHaO6ehvXdbGyRTZ21thsusRqZWR1FdQ4qi+IZbL4uWlWNxfYXfuCwsxVNkot/ua//Jbf/PxDnHK790ZzAGfkAzzSSCONNFKgZDLBD959jbMXCyTUXbxyjZ2tz9Ae3+OqaDGRgzEtcFNJCoiHMH7gqiJBkxxax+kCeRfEhwA5XQt5tyV91vEDi/mg9/7tkb6uvmMof1Lr94D0XReW7kU10DIeHji48LrQHvp7++HqlZ4LTgeqFbh7g9rvf8njjTVKrkvF82i6HpoqEKGrS9P10ADL0Oh4HhNJi+xEgf94+zGlnQpXP72Bpij4nkvc0NEVhUzC4sFelUazTSFuowhImhodCbv1JhnTIJe08aXH7HiGDzZL3FopMZm9j1MpM5u0sDWFiaTJ/XKD7VKDYjKGpQomUjYVz+fhdpnJhEU+pjM9lmLqTJF1p4aWi1HeVnnr8gwXKnVSj/YQXrAMvO90aG+tMb9V55cLa0zO/zOGEMQ1lUQ2Q7VU4sfnizwuV/n80R7jnz9A7zSZy8bZbnaoN1v8YCZHbnqM//jpPBtbVa5+eo9LeRupa3yxsk/OthjPJknZgmvvvkt7e4eC3WBne5Vbt1d5/8E+ResjCskYuoCzM2P8bn6DOD4JXeHKVJbc3BT/+YNbaFqMtKkQly5jmQSfPlwnq2uMmYIz+ThbLY+2J7k8k6cVi/Przx9i+x2K+SzFtImjCL5cWGMmbfHua+dITObRyotcnstQcXx+/t5drD9+ScFSqLtw9fwEMlvgF39Y4O69/439hkMsluSH12axLEHTjvPh9RsYwuXP/uQybXuMlOlz6UyW8qN13Gb74IoUQqAIge/7T3rDjDTSSCON9ALK9TwWVpbZaayQjksaqyv8+bTFn19JYzbA7HQwPB/DB9MPINzwAxDXJChSICJALroQLrsBKIYA+ZHIFQwH8WOM4IPTPCmwn8Z15QnKfA7HC8+PpfxEHeNb3uPn1LWWy8Nj0gePwIJJE9wOrC9jri8ytr+N4brEpaQD+CJwWvEJJlUIQA3d0VOmQntng/Z6A6vZxmiVSSjBv5MMEaTzBaRcSEtIlEATwUsnGPHaCsQ0SJoqOSZwttuU1nYZ291iXJMkymCr0FRA6cC4hFwtyKdtBTfreR8KDchbgnE3jdfaoeO0SZ4toIsU92M1EqkG8ZaKsm6gqBrEbOzsJEZll2b1FpvlCmMaxDXwNpbICUmpuspSTeLVPYzKNjlVwi7EPMgqUBC7WLJGfavE3mYFp7lPZ19QRSXVcpm2Ya6pMj03TXtzE1HaxexU+fzOOmtbNZKyRjIGjgEpU9CqrFPf7KBLh4mU4FzGQ/hFaLZ4vLzKpaRK3oLypk51s0HWkMRtkHsgHJiK6czNprmnplhd22esU2K6ssGFV87zfs1ic3mL14VJwj/P2mqFlxIdHjb2uXN3hbWlTfy2R7ygoAhBcUzhdqXDw8d7jJU71D0FYiWasRaZK9d4vKWyNr/HuTGd1r5Pu11hLNdh8nIc5RMd1fHwPQ9VVRmbHCeTifPwwWParc43fF+MNNJII430rKteb1C7s4RqKLiqRJOS2fEZCmMJzrNP0e1gVvcR9Tqi7aK4PooHQgqE34Xu4CVkxCouoy4qSiSiSsSFV0Q+n7j4zxNYyQf6mT+HpPwt6hmA8qdlLT8uSZ+1HNm7ro8fhhp0ZRA2ry2RThtLt5iIJRlrN3E9B1f6eEh8JD6HnjAHrliez85+hR9Kn7gVhCeKhVCuhgDvAef1Q5hXI25cEEK6AgY+zXIdpepwVZdcM2BCg7gSAL4UMGsG6U0BRjhXVBIEi7ENBTtmocVTOOkJ4ucus+AK7v7+H0mrDbwfzrJ0zcXIjGHHxmiMp7hR3ePW/AKq75FR4IwORQ0SqsQUINsuLwEvxyGvSeJqcG5CB1OBjOuyv7VLulXnFQteNmFCkai4WEkomIJM3MBUYGt1gfP5STarHrs7DWwf5ky4YMC4AQkhcWt13tGhYMD5mGDKttnWbUxVI4nHpO8x5YHrdvhpIsiX18FS4JIO+bROLJHky2ablPA5Z8Brpk+2vIu54/NuwuPdtIqytwGuQerKNW5/eQt3a5uk8Kh5YLs+rxVNLhYnubmuYLgebkty1va4lnZ4fW6GxtxrzP/db8j4Hu+8+i5Ncuwu3OHatRzmVYvGf3+J7Qcepe0y41MTvPzOJfZrezxcXUa2vvmfKEVRiMVt2u0OTsf5hmsbaaSRRhrpiSXD/1q3ggn5vhD840crfLao8dbL07w9W+DHL81iliuoOxsotTp0XHD80FIoEDKEcCkO4bsL5VEY7wHw7jEiMNL3VOqC+rH+3M8ybD/LbevVMwDl8FQisfSX0+/WcuC+EnFdgXBFyPCi7FrM8RGeh1Q0FCuBomjobhs8N4h5LX2klMjupE8RTqaTEt33SIer0huiO+kivA3C6/2gSeJwP5HPANKRtHbLvNqRKFbgS5ZUAvjVuunCgC2KEAHcKwKhKiiqgjANhJ2E1DjG5bfZnrjAv/7tL1C2S7z++jm290wkHWKXEyxWmnxy6w4rDzfY3tgjKyFjB7O6CyoklGABAiGgaEQGAqGVXxHBmFx2XLxmlTdVSTwBMzpk1MCyb6oC0zTQYilIFJg4d5XEmav8/le/JodDwYJzZjDwKCjBYEYFZu1gOyUlys4WWzWXnfU9igrMaTClBjPODSOox1aCAYquguk6VB7Os7npMOfWuJaAKVViVfb5c1WQHjcYj9t4KhTOX+SWb7LwaA2j7BBXgkHVnAEXkzax/BzKbpmkClkheT0Br40lSI6f4YP5h2w+uMv/cM4gp7S5vXifN1++yJnLV+mU9jnzUoeJcZWxzAXavku1fped/RKO9L+ViSt2zObs5RkeP16js+M8Rz9PI4000kjfPwXIIqlX6rSaKuXqGgtLOvzPPyZbzDGhGxT29jFbLUStjnA88GTw8sN/yR/AxgAgP6ilz+rdH/ZwUMtEX/rjz+Jbeca9SPpuofy0LH4ksuGQjP0hEqNgTnRb9l4ofvdYmEn6wahVKMGCOQZBXGvPQ0gPfA/RXcgnkl6TPrrvkRTBfiFEuN6QOHr90x2kRi7cyIn40ieL5FUtqEUXoIfwrYQhFru+7aK78JGihLHWw1jlqgmKQa0j+cPv32fvi8/4adIlUSmzt7XDubMFlvZW+NUnG9y5v82fZDx+OKlRrSgUhE9CBGGWkoAluosQBLCsie40EoJY2wI8H8ak5EdWcNxWAqu1rigomo7QY2DEIVVEXHgLZfIsF8fepzNm4VaapIUkJYL64gTgr4f1aq6ktVfB8Vq8IjpM23BGC1Yui4X/PdDDAYsqBAoCOh5iY5XXGpLXkpIpE7KqgmlojFsWSiqNUpyGs1fxLr5F/fY8NFskgPMmzNnBIMHoONQf3WPj/h4J6XHWgjMmpKXH/oPb7N5f40/jdd4qTqGbGoW3/4zUuYuslJf5z//fP1Hb2uAn7/6QcmmZ5aV7nD8zy0tzM2xc8Jj/Ygnf8U5xE3w1CSEoTo5RuDDNg6X1b6yekUYaaaSRnr48x6O0WcapmfzN7x6SGfP50ZTPufGLxEsVpuUqtusiWm04gHNCL4B+K3gfkPdbxaP/tj/ceXIjTwJv0bcxMP0pzUUvOOR/95byk0D7K6UfAOYHo0B5OILs8WHhCJQHo0wVFBmCtRcei7zC2OUyzKeEryC6C9AD5NGLf8h72BDF97Gkj6kEVnkhQvgWoXm8G9+8G189hHKhhmAuNPBBlvZpf/jPJBbX+KlS5WVDx2q3yM2cpX3uDd777cesz2+Q9XwuWRq5hM583cV3g8kjFpEZ3iK4YFRx4LkWWvrFQfcZSgDWCFCVwGofhIPUQTEQUkU6Hq3lebaX71Nrtlj3dGS7ScE4rC9GZDUyCfjgeB4TXpO/jIXWczVYKMEQoCnB5EmhRlZWRZKQPtcsHyEEuq6iGQbCjkEiCZkxKJ6Hs2/SnrzCoz/cwPY7TBlw1oIZM5jl7tQaVO/dJrvT4c9SPi/HoagrGI5LYvsxP4v7pM/Mknn5x4g3/x1MXmZpb49/+JtfsHzzIW+cn8BSbH7zxxtcmdB588pVjPFZljbqPL6/RucbhHJVVTlzNk9uoknbazy1/0mN9OxIVVVS6RT1RoNOq31yhpFGGum5kpCSZqPDZ+/fJ1Ow4Z0z3M055Bo+fzVxjhk6qGsriEYLoUgQfgDnQgRGxwPmgQPPgB4m6YfxAWByrK/5U3iqRIv4qtD9AgD7dw/lPfoa/uXHWdO7sC04vDB9Gfpc9OcJ3w9GkF0wDz/3wXhAvhLR/dzdR7S8vtOKjhoPtuXhMSlBkQGMIxHd8I19FvLDRYkikN4Fd9TgpqzXybQb/MR00ZNJzEwaZXIGeeUtbhLj4fIeWc9nygK95dF0mpSbPpYAQw9g3JShpVx2gVxEFkXqvgdNV8M0QdeFK5SqKkJoQd87LuxtoTaraLkJvlgs8+lKjZc1ScwIYLwnzBMchA7UgHEl8BtXuv85UIKFFsTBAkzqQR9JAZoq0ZCHC0MZJpg2wkoGiyJ146HXdtlevIPmtklYQfzXpABbguJKbKfOT2LBJNyCpZIwLRQrRTKeJJFMI4qzULyI02nSKS3x2cfXuf3FYwqKwltzBe4trpH0Hd5+8ydo8Wkkdcan2lgZaFX4RsIjCiHI5PMUz1+g7T/E0CQjZHvxlEzGOf/KOe7cfUi71R4NukYa6QWU9H3cRofShuTTP64yNrXFuYkMy69fptZ6gL0pmEsk0TsOotkC/EMU8WGoJfAIoNOLYidB7sAfnNGv0FfVswHlX2uu5//P3ns+R5IcWJ4/D5k6kQmRCY0qlOgSXa1IdlMNyRnOHNdu1+bTmu3d37ZmZze3Nnu3uzOzyxHcJWfIaUF2s7urRWkNoKB1IrUMvw+RkYgMRAIJFKq7qjueGZAZEa7CIzLi+fPn7n0Q8679LlXc92Zz21hgX+Z2rcwpFZuYC2l/F46NRe4n7M7LjZ4NTC+BbxN9b1ghXJ8+xNwhyp2pkEAzIyTCEXt10lQaRs5gZWdZfLhIY2+PGQNmDEhYkmZLMqHAqAoDwibJDkHWhEPGHTVasRsInYUHnHI6ZXQ3EhT7wdBoQaWKHk8RSY3SaiyQFRYXTMioEGvnZ4q2Su4Y57EneFLdDfcOEW/3EnTK5TReXGVR2w0ErW3r0UIQScLQJKTHWHlwm3uPn1KrW5ghW4F3Gghhafv5h0ICXdfQQiFEOAHRFCI1ghieQI7NwtA0dSS3b3zGl+/+A7urS7yWbBFvlCiv7fHD6QQJQ6GwvknaGGLEiGBooBkastFCyqOefsdDKBTite9/j0ZYo7LbYDwzwZPNxfbA5gDfFKiqSrVVpFAv+rnkAgQI8A1Cs95gZ3mX3IagOCkYmd6isLvOOW2Y5OQ4A+vzaPVVkKLTiw3yIDGX+18PqOQHHiI+T5VeXKbf19iJVO1v/tPt6yHlfiS8L794r22fOJ0bzkXCxSE3Ysdu4pBrXAEdYmntk3Bn4SHhIuMdcu7K18nc717q2ucXxkdpd1q0fsS8swpXuxHhLBygKrbsHYlALI1MZ6lF02xvfU6sVSejwYgKSWF7sqdMe9nelGITUwPQEPaqYMJWo/2U8q5yQXd5pGiTctv7JotFipvrNPb2GNfsQZtD7dXJQjj+ddVWvjt2FOFq0O/3Dgi3lcevkdKx96ggNJxlhxEqNOtY+Q2Ke1sY1QpRzT73jmJPu5dAUVF0DYwQmBEIxRGRFKTGYfwSnH2d2sAYn13/iF/+7a/Iz91BKTUYTAjMtXl+nE5y7jtvYV79M8TgBJZRY3hrlwuXSpTHLO598YhqqXZqXW9CURgcGiQ7Pcjj1c+ZGVWpa2AhUU8niwAvEFqtBpbVCq5tgADfAkjLolWD0naRrYU5Zq/MUGqleL9R53IChtaqpJQQiqohnEmcfd8tYp8bQbeA2TcB/uYT5a8SL4ZS7uAk/nJccdw314E03RG8cZ1tn+NdgRQQlitd5+51y+4OOfdNaH+71+kJVxi/InhJb2fbIcaeRQGEAooGqgF6CMwoRBI06iWqS/eJtmrEdUhgK+NhsU9EnaV7dYeQKzaR3VfLnTy8arm70dDeltiWIdlCtirI6hLl+UWGN3bJGJKJtjIfBUyEi5C7GwDCc+6H/OHd1y6zM09r04JKCbn+lEKjwu0vrlMr5YljzzbTWS0N0IWKouqg2Qq70MKgRyCchOEp5JnXaWZmuX7jFv/x//pPlO/f5EqsweU0vDVocG58kvDlH6Jd/D675gAf3bhDaetjVGWNa2+nSQ4ksbQij66vUS48u8FENwymz07z1jtXqbXWUGobpBPnMIwcmq4ha8G0iN8kqJqKbupoikJ7+qgAAQJ8C7C3V+LzzzfYlQZ7hSXOTg/wcG+VNyyVH49NEqrVkDvb0JLtV6erL83PouIVK/14ivTb2Q8C8t4PXixSDscn5geCHqKaH5WI23veM17biN5RyPGQc+FR2r0KuI8lxa8s3mO+Srn3wEGl3G5ItFf5UjR7NplWi8bmKrm9PK2WJKTbynC0/RfCVsc7CrnSjitU2zLikGS3padTD65P94/f+ZQWWC1oVBmqVPm5bmEKSKm2Sm4IBVWxfegoWnd+vUi5d9vdGHD/ybaFpmVBo4Gs1bD0KPf3JO9/dJdmoU4mYvcaJIRdJ7pQUBR7kCqKgVANUHS7Hs0oMjaIjCRYWlvmb//6P/L0y4/5brzBGwk4n1SZGs8QvfIzWq//O56Wm3zwT3/L7977V16d0BkajTKSMZjIlvnL/+MSf9usc/ujNXu+/JNACCLhMOcuX+L1n32PoUydD977n8wOCi7PZvloOM9jIQOLwzcIiqIwnB1mdCrDg4dPKedb9sDoAAECfONhWRYba0V23p/jyrVLDKUyNCpl4q9dpDqVonL9U2KbVXSrhRQ6wt2X5kfAj+Ml7wenmda3BMcj5c6AQ7A5rHiGl/thnNuPmB/F0f1848ABYuhOQ3rIr6+nV3R/la6CdFRgTzPT7ePy3pVeJd99Ap1Dnjy938VhBwSdVY06f45yrIJqICMJ1ipNVnN1BrCnIOxYNdp/urRnTxHKvtWjY19x21Y6deGjlLurwO3Tt0BIhZSiEtPtetGEsPNTXQp5h5C7SbmTvs93N0nvIuTs14klodmCWg0KeSpLT7h9f4nQ2lPeikquhGFCgwEFQoqCqug2CVd0hKIBakdxl0JFqhqbS0/47bvvcffjD5nRarweh1ciMJkIEx4co5We4dbSOn/zd/8D68kHfD/R4urkJcToLHpmmKHhDLVwg0b4ITUBcdNAEQr1eh2rM3j4cAghCEcivP2j7zB77QrrpR32Hi1S2dnk4muvEIkPg/aYltV6AVviAU4KRVUYnxzgyutpbt4dpLS+0tf9EiBAgG8GmvUmWFDdKdCqTzN+5XXy2WHeyz/GrJZ5wxRES1Uiett62n4Hd3Ms2VsB95L3w465twPl50Q4wfv5Wdl4/9l0WzlEf8TcgfDbeUSczj7ZI4yHaTrl6SLnnruy42l3yKFHOfcj4ocp5d4NN0HvzEfqlAccO5ltHQFUHRlNsLa+SGN3h0GXj9uU+zOeaMq+ui46vm5Hffeq8m7t1ecCdXUcKAgkUtFQdVAVbb+x5wzaFIq/Qn5AlXeRcXfeXnLuWI3cpNyqQr1KY3mBkaVN/jxUY6a9mmhShYiioKm6bftRDYRiDzvtDFhtNqFWJb+5zu/ufsiNd/+ZyUaOtwbg1RiMhXXCoRhCquTvf8rtm4+JPnnADydNLn3nHcxrP6c2MMZubZudRp3b9x7y6PY6ulS48uorxIajbCzvsra0TqVYwrIsms2m67rbU0CGQibpVIqBwRQjk+OceWuGle17rC88xVTLDBqSkWSc5eV1UgM3ISBMAAAgAElEQVQWobhKY7sZPC+/ITANk/ToKPlqi/xexZ6pKUCAAN8qNJtNHj6YY6ucw0xGmJ6ZQg3VeC2W5ka0Tnq9yLWYgaaa9iqgnXVWPPL4UWp5P8r3YSQ+wJE4PinvKNFfwWvd6xk/Tp5+wX195M4+6bMPz4bnbnUGezrk2z1YwlsO4U2nRzm7VHCfX4TfOXnnD+2owu3zsizbstFsIltNrEqJ2uYSSr1GWOxPQWhik3LVGRSpaPvqOGq3Qt7l23aXzVUHvS6XUBCKhkQBxXLVodifzeUAIXfS9uTX0zLjLY+rTlvSro9Wg1i5wNt6k5YKIUUQUgW6qqJo7bnV1bZC7gwMRdjEvlaDjSUqC49QH8zz3Uae9CCcjQrGojrRSBxhxqHRILT6kO9ru/z09XGGzsyizLzK/MY664/uUq6toQ9EiBlVxtMR9soqF6+d58xraeaf7nLnyxgxqbO7tc2Du09QhcrgYApVU4ilEoQjEX74/TcYGDLYVWr88bOPUZpPyO/UaeWL/OJqknQkzE6pxlhGJxwXNHZ8bq0ALyUM00DVVW7ceMj26jbGif2eAQIEeJlRr9VZe7LBwOAA4XOzhJQ8X9x8hKhZ/OXMWcSZSdjbQ66tQMMeVyTcopp7oUWg90u8Ty72FdHEnnhJH4UvR0+2n2reb7x+AknP9mHxO2XxtCzdRfPe177Eu3dxDv0dOGTTt8Hh2unMw+4ow0oDKhUo5ClvrLEwt4CsN4hr3T5yFWeWFYeQO5YVl23Fq4x7CfAB9d/T0nFmUlGU7l4J4TreIdyHEH+3Cu6O312I/XCdorQvigWaajAYspBWy87SWexIVRGq1rHS2INc2+duSfuhVq+SLuX4WaQOYR1DUzBDOnokioglITIA4QEiqTBnpl5BpDMwdp6WESK6vsDM6CSRwSvo0QJ7ao3VVZXiSoX4RIK5J4/AkJy5HGUqk2FtcYD1rRyjw1n+5BdvgbJKQ4mxvtqklaxQFQvs7Gzx+N49LmbDXJjMUno6x+tnRhCxMQw1hFExGZ/YorG1Qq0YzFj+skMIQTwRQ+hlWvVt0gMqpXKvWRYCBAjwTYeQEsWSFHZW0ZIWF8cznDtzkcvf+x7lxjrW7Y+Rq1Vi9TKa0JBCQ6B2E/ID5By+foZ9THxlav3p18uzkfJnKc9x4/qp2odZJfpK+xDFuistl0reuWGliyi67Cwd1bedwAEPufvm71EmN/HvRdBxhfE5HcAmjzirk7b/1lfZy+XYvXOHSavBqGLPvBKW9mI8ijOo001EOzOXiO4/r0rtkPMD18BFlJ0VVYXarp9evQE+CriXmHvTd9uqhKdeXJfQCSuEgtQMhFAQTndeewGmjmVHddWBY19BdOZ8Ncwog5pmdweqChgGhCMQTSBiaUiNQCqDSA3D8BQMjqOGY4yeewcaOerNXXZKO8ytLLFbKWCm8vzxxhI7Kzv82Q/GqZUqjA4kSQ0OsbE0xuT4VXLkqeQeMTV+honZNGsrdxnV1ziXjTMxpJHfLBOuVbmUkmSjOrVKnpFEmiKS8ZkIj2+0XrZHbIAecHp0Lp4bZnNpj/xqES1QywME+NYil9vj7ucN/vwvrnHhnQsMjc2wPaixO/+QSn2VkLA416ozIBuoWrh7FjVc/MbNdw4luUe8TTpx+3zrfGWE+sXEM5Byj6/6GZJ4tjI46Fc99/Fru5M6srfGdcN6Z19xlOxOPm7i6JOBtwfAIZtudd0bzavC49nvvvmdRoKQ7RlP6sh8DlHIcy1fIGHARJuUh4SwZz1R9PY0hG6VXNA1sNNPufY2EA69HK4Wubcy3PXsJdjuh4ObdHuVcunZ70q++8eu2nYZTem+L5x5zd1TKbqnVGzXgT1NZAipm/ZuVUHoOoTC9nSJyWHInoOxczAwDJEYslnAasJaoUxu8y4Nq8a7f7zH0tx1Hs8tIlqSVr2CKRLIfINRWWRCy1GKCX7+ixmebmn8j//5IW/MxElfHuaL29d5fO8JSzWLt98ME1Ngs1AgG5G8PTVEavotamd+Snp4hqXP/sDjh9s0alZAyL8B0DSN7MQYZihMbqdEs2ohgisbIMC3GtKSlAt1vrzxhLndHYzQl8xeECTlFhErQijRpLmd50KtzpCitW2q0D0m7pBPh7O4xcWTkOguztL32XEEuXjp8Yz2lVMg5qcGH9tJrzJ5j3esDV4rRY84nZvQaVniIobtgAcGdnrUcScvJx33ve/bMJDdYfzK5ipSV3ikreRaTUStwlC1yjuaRMGel9xUnGkItYMDO90KuXRa02L/nL2fR8KllrsvwAFFHJ968yHfTkPInbXX299VLlcFOn51qYDiIuXeRYeEh6C7iLmtqgt7qVFVtZVyMwShKDIxjBy/QCU5QksoGEJFUVR2i3v89X/+K+5/+QnZRIvbc2V+9OYk9cE0D+8ukY22KNZKxOs1fvCjnzBy8Q2262WWt7/gD5/8js3FZSZf/w6iVaeQK7O2UifRsogWKkzEoG5KziUE40ODrNWjfP7+B4yNfc6ThztMZy/SnDRYfrLY7kkJ8DJCCMFQZpjZ12ZYXb/DbAbeen2CrYV5GoVgHvoAAb7NqNcbPLi7gXi0RWZshOHYCIVajdL6GteGDYqaRqpVJy1AVV29vwcWTjwBufOSdndS/eCocIeldVI1/wXCKXjKv0JifgJhvK+03Dt8FVX2dzrk00ss/VRzoDPoEvbjOMTPr1A9GxSiu2yHEnPXuTirjUppD3BEIaQZGBKwLIRoe7uVto/aTTy9HvLDvN2duvMSYp/TPLC/R6Ausu1p1ByoP2/9uOJ21Y27zO0IiuxKpkPIO+TcRzVv21xsi4sCmgrO4FAtZM/agmBv+REf/es/USkVmTkzRiKlcn+7xru/+Wdya9toQ5IhPc5oxOBhsYFVbhA1YDTU4O1z00y//qfcXFnnN7/5LcuPb1Nf3yIhLEqLc1T1PJFWk2bNQhcNtuaWqFctzkck55IGESHYWPiCyF6NePoSs1kI6UkeLUqayJdkQEmAXkjGI9BcIb/1gPFXL1MgQUN9+hK9fgIECPC8ICRkUml+/INrqKEaNx8uom3X2DYTiJpEiwnEQAqEDvUG1FscJD4uMuSe2OIAeuw/ycPopMr7NwQney8fqOivQTH3u3f8jve7/zhxOwd9WpVu5dtNzqHbfuE95s3QXZcHfNdHlLET1yHn++USQkVqJopQ7VlZAHs2FLFPNg9bHRMOfnbZTjzncixy7jlwQOD2Id5daXiOd455CHqXqu463vXdde5OAwUXKXfqSlX3/zR9/09RoLSHsj7H4Nx9FEMhkWvSkjrlhftMRkqopkqp1OR8qsJEo8pkMs2yXCItm/x8dpDJ6XOU8xtsz3+EkntCq9hCrVrEsDD2trkQmaI8nOamukxcgKw0uBSG2QGFqcEURmqKs5kLzIycpzk4SWjzLmtb/0Iut4qFZZ9PgJcSqqoymEqiN6uYVpVkSGIadVCCFT0DBAhgo2W10I0CAymT2ewIsryFni9yZXSE8fOvQCiCtb6Ksr4CjSJICyGF3XuM6xPY53mOjcWjhj8rujgP31pifnKx7AAPPwEx74cgH6c8bnhJmPd4V97y4LFeinRX3B7EvJOGh1V61eHDytC1y0s+3WGkzzF3i7b9w+n8kNS2+O34qJ39HvLdUcLFfuKdRoX7ON3HPEX2h6fx4Q3vJtl+ZP/A9fGrH1ejwK/h4hBvb8TOfnd9OHYV7wqp7akjVc3+0wzQDdBMe8VPRSGRzvDGyBhiaJRSJMaTpfvUlS2GBjbQ6lUK23mGVYt0eYdEqUlctDgTEZxNxdna2mJ97jZDccnrb1xmY/sOG0+3mQrB+ZjK1NAwxVSIkUSYUKnOoA6vxGEqFSEyfAZmf4x69gco8TQoReKhJuajh2jiBlFDpVVvYDkNswAvFZIDSUbOjfFg+TahZh0qe1RydXRVo07z6AQCBAjwjYaUkkKhzNxCmcsjI6jhNa5dnuS7V18nefH7WMNZ1h5/iNnYwihFMXe30RstEBqC9jTAbvHGl4A7/AEfFf2wl69viQ85dkK8hN2Gp9yD7RDSQ0jkKWVxZNrucIf6j/wUa0+cDncTdHmufC+4qzXgVWsPJOze5SWg0vdrVxbuDT9yLt2fjtJrfyA90xG6y+m3QE9X+VyE102I3edx3AaXuy67rp0rX7/zdoenR1jv/ehtsAnPuXWtEOqxrijuz/ZMNaqjkBtgmLan3IwgwjFIpNBGpmgNTSCkxYBqwvIa27tVljdLpCwLqw7LT5aw8haXI5ILEUG0uE39/qeMT8xQT8/wy19/xt37y4RbFmMmJGWT5tpTFnMqK7tVLuowqMGQoRIOxxGpKZrpMzxcWSO3/gHT003ubqps7mzx2hvnqE/D7c8fUNgtvWzPrG89hBBEE3F26lXWcnmupqCazyHLEbKZURZ3Fux5+AMECPCtRq1a484Xc5iGxuRUlvirP6AwlsKcPsNm8TEL+ZuEY3E2GjBdqHKJJmHNQHaGk7VnSXPjUBuLD76livdJ8ZxspV+DnaVXMTisDF7ifII0pMDXXuJVzTtp+LFm16afStwh134k2rMhuxitT0DHiiHb5fZpfXSRcI8q7j2HA+fkOY9eDbTj3Bde8t8r715kvqtcfhl7z82lknu3DxDy9p9ugBECMwzhGETjkEhBKoOMD7K9ucjjpUU+u/UFjz7/gGGlghEFrQq6BfVKi/MGpGMwG9WIhaLEJs/BK+9wfX2NO7fnsEp1slEY0YFqnZ1HD8nvagxZdS7EYDwECUNH1SLIZpPtW+/x2w8+QewtEvrBLHvmWfRGk8zEII8qq5Rl42v/iQY4PlRVZWxqjHQ6QmFbZSShMTs9BaNnef/zj2hJC/XrLmSAAAG+dkgpqRQrVCsKxEf5L7/7gnS0xQ9+2mBt+xFsLpG0YuwhGclkya8vojXq6JqCpD3e7MjFIr2K2lFq+VeAl7gh8Mz2lSMD9EN6j3vNTsX24qNEH0XMO4G8ZNohud6IHlZ9IB8fgu7l1MInvIT9gabecrcjSs+2l+R3qf6u8/FbiMcJ783nMILsRQ+Xz8E0DknHTxH3i+vNy3sunf1uQu9Sxw8Qc5enHEHHuqKq+4RcD0EoYpPx+AAkh2AwixwcpRWKsb2yyI0/vsd7H3zKQD3Hz14dYSncYn5uEwOLtALDJgyGFJKRGOrABJz5Dtbs92ntfUBK0chE4GIMMoZN5Gv5MlMNwUhGcjYOY2Ed04yCaiB31qBwj++ww/Ar4yTTZynXJTv1Mtl0lno2y1x4kXy+iQwsLC8VwuEQM7MZctVVmqVtUiaowmBzZ5NKLW+vyBtc0wABAgDNZpMnjxa493SBrZVNssNJNOMGe8VF3hiG1OQQoUSG3PwT7q4scaXVZFDU7TVLaK9i7fAbP17hhpez+L73XfG8dKovPijpjC87IthXg9NteDznCRhcDOgrthL5FeHgzsN3HTh+aBnbJNc3jA8570ng2wEOs6x0EeDD1H73D8f9Q+ixv2e5naJ7FHK38twzGR8C7cah1hz3Pp8ff+f4YY0Bj8LupOXXeyEdIu7O2EPMOzOvqC4fuWnPTR5NQmoY0hmbkKcytMIxnjy+z9/8919y+9NPqe3sMpaQyL0KS5tNWk1JQoEBFdIqxDUN1YxBdAgSWWqtCssrTzBaFQYN26KSVCAqIAJcCksMTRALaYQiMUQ4BWYCxYwyHEsxNPsqyvhFWvFBzlUKDGTPUhMWyeES8/MrbJg5tla2aNaDafReBui6xujkKNH0ADe+uIVSKZEyQ8iWTrOZYSRzgZ25u9TzxaAHJECAAFiWxebqBpqhM2CESEfTDIQiWE2VW3cK3Lj9kMHwAkMRg5alM9JqkLRaGM6Cer5whD5J12JD0OZBJ336PG8y+OI/Fb+iFT0dMuohSF9J3j3K8ixRDwzwdOBSn3uS816quTeck+dhlhUnT7qV886PxZWn94fTM2930j0Yso/Ab2fjk/ZxrlFXK/youN4Ggzdfn+N+0yjid0y4tl3E3D3zitu2YoZsy8rAEHJsFobGIJbEkg3u3vmS//T//N98/v67jMgKV0MwqUF1M0e2KklGYEKHAQUiQqApGigGGBGkqrK9scr9hyvsFhsMKGBizy0fEZBQIKQJdNNACUchMgCRFCI2DKkM6sAIcnAcOTwFapO0VkXJP+TDz+/z9795wNyTbSKqgfXiP6cCAEIIRkcz/PgvXsPSFqjuPmUqLEmFBLqqkR2bIDG4h1RE70dUgAABvnUQCLKZBOdeneTSK9MY0To10nyx8JBsa4t3LqbZawyxWrWoqO1XuXsR7y4OAf6CXy9S5rf/ORNkP6X+JcGpKOX9V+8pk/N+M3a6TPpRbPtNr2c4d2vxkOOHquZ+6bni+HJLV4PgQD7C003ktha1CbxfEd0bRzUevDjwY/BRzI+q6wOnc0hZOpacXul61PGu+dTb353lhoH9hZLcBRD7Krmitgd22gsFEU0gE2ms+AC7hW20Rok6gj/+7h+Y//JjhqlxOQJnwjCkQ1hIpqIQVSGtQ1yAgUBIFZoWlPI0nnxJsVEnrlqEzBDU6xhAGJuUhxWBrhkIPQJmHEIJRGwQ0hMwes4m48kRmsKinLtFxdxiu7bN6toGS3dXKa8VUcIRwoZBpdEKZmJ5waFpGmdms0yeCfHZzUdUC3lGpiChC0wh0a1dImaNUMygsCcQL+MbKUCAAKcOKSU7uyXMkMbYpMXv/3Cfxad7GJUqcUMyt1blSWmVyWqNWFKgOOtuKIr9juyynbh5nJtLuA4fZyDo8xYQXg6BvIOvaf0Q10X1Nr6Om8yRcfpQpr3W6r6IuQ+Z7UI/qrmTlk843xtV7N/wgoPpdnxWPqq5c7zT4nXi9/CF+RSzP5W9R1p+1/lYDRJPOr3K5c3TV9kX3cedjc4zxx1H7P91ZqNpK+WGCRF7hhWSgxBNUK8UWXnwBbG4zs35Rf7wwQcMaJKYKRg1IKNBSoWIAiEBIQXCCoQAFRUsELUacmMFFYkVH2Vtc49CqcaMDvG2dSUE6IqGUE3QwggtDGYM4sMw9gry7JtYsTSV0g6qGUUOnCO3uUqhEcMcPMflN1UqU02mZ8ZYnl/m/s2H5Da3DvbMBHghIIQgmYgxNTVFdCDD9k6dmCbJRCCiqZTKFvfn1ygXaoiWfJneQQECBHjOkFJSLTco71jkywqTo1kGq1UKe4JoC2SpxCsWvJFSyMZDaO2xSbSwFx3srPbp4g/AwRe7++Xc6/uRhe0j7EvGtI+Br8i+ckgCnTROmFDPMviQi35Id79hDuut6cAhwf2Eo5uce+NIT3g3OXeX1yGV7gju7c6ATU+vRS94Gsdd5fNTv91lOSxNb4R+0+kqxxHKuW+6LqLvPdYZ7NmrAG1irrRJuRmGRBoy05AegUQKIxpnJhpjY+ELbn36R3LLy6SEZMhoMajalpO4sJXukAKmAANQnTnQLezV1cpFLKlzf6PBvdtPmbJqXAzDiGanYSoqQjVANdufBuhhiA0ih2ewBjI8fPqY9//+P3EmJajpkkL1CaF4hXxuiNRIiCtvXGAvt066GSG8GGFvSyADUv5CIpmI86Mfvca5K9N8dvMp9+7ucC4EgyEIqwqNZgtEmKmZDGuLeQqbe9AMFhIKECCADQFs7xb5/cdP+f5bIwyHBsntLDPVlAzrOkkzwmAiRSSWRggdylUoFuxPq73ap3S9P7tSdnb2RYw84QO48exK+anVq5cMnEQ2P4VsO/sOsbu4SelRthg3MXc2Dw3LQbXSTRT9yLl7ZyeswNfOIj0F6SrPEcr/YcH6OS8/9LrsRynxh94uPmX1Vc3F/n5vmTq9Di6lnPZ+0Z55xQwhh0Zh+gKYJhgGIpbEapTZ2dki3szxw1Gdeq5KRrFV7khb5Xb+dEBDwf4pqggLaDShUKD24AbN9TpvK3tcHoDZCGR1iKoqmmYTclTDnppRqKDoyFCclmbw8M7n/PV/+Suuv/suP882mMqESE5nGUhNc2OzyPzjx0Raq6Sys2ReneHml4+wFOz8A7xQEEIQj8c4d/UMxnCVu+9+glkvMDYIaRNMVScyNMWV0Wv87qMbFFtVFEPDCkh5gAAB2mi1Wjy4O8dwfoSpiUkWF7aZUXRmzk8ykZlAS2RRBsftsUmlPHJpjtbTeZTqMkI27F5cqbBvOPeuCO1DyLtW/ZT0NWuKN7mXAqfXwDg1+8ozFcnXLtHn1Tiu9aXf8KcaznV39VVRPuTcS1YPkHM/Iu9D2r3yu5/y3C8OKPmi9/F+0uik00eZ/HoR3GH9ytb1zBD+1eL1kh9QBETXd9moUpq/TXF3iWjUoD6Y5R/f/4jPrn/OQKVMKqRQbtlJhoQ9UNPEVsd12VbIhQpCRdB+4DUtaFYx8nt8p9bg6oAkodne4bCmonVWDTURig5Ca8dr0Mqts/zBL/ndR9d5+NktrmkV3oyozI6kkRd+yu2awfbie4QbCtnQABNnrvL7zx8jFEEiFqa4Vw7U8hcMhmkwPpVFDTf55LObPL4/x7CQDIfte0JH0Czl0LR5suk8U2NRdh+q1L/uggcIEOCFgZSSRq2B2oDcHrSsYSaunCH90z+hHgpRqAuSgwnqSgtrp06pOcDeomBcSMLNOkrTQgodIVyrIAgXMXfErP2NQwrjHO4V7nmp6C++Ov81ecq/JvhZMY4KD0cTbj/y7BcO+gzbR5wD5LyHyu4f2L8AvcrWS4XuhcOy6VdR79WO8I3fg2D7He+Vltf+5t32lktKqFdhZR5rc4Hy1iJWZojq0BBPP/mYxzcXGdRhGUnMkoRitjLeTciF/YATWvtBp4B0HnIKhqIxGZJYUqIoAlVVEbpuz/iiGQhVt1Vy2quzlovw5AasLvLK2iYTw02mkzpnMknC2SkeFmrc+/gjLreWGZvNMjszyMr2A1LGHn/5l+e59ccQv//tIxrVYHrEFwWKojA9M8Hb/9vrjEztcXexzGDYYEqrkQlDTBWoik69Kanl16lXChQqJWoN+xq+2K+fAAECfKWQknyhiILK//kf/j0Jo8QDWaG0u4XeFFzLTrO8s0ilkmOtuI46nGFP6iS3PmeyWSesWkjVaK/2yb4K3jVxgp/3tk+yfryT6T+tF5+Ld/Di2FcOJVV9xj0snnR9Hif9Xml3kft+iTl0Fu1xx++HnPvZVA6Uw3XAtzy9yPmBgCewqPigZyNI9J+Wn5f9wPn0yK+XNeWAjcWTh7NP0n3fdH2X0GwiLIt4dprImYuQHScnWqQ/ucewLkkhSauQNWFUh1hbKdclaII2IVcRjp8ctW2PaRdCVdAU3c5QEZ3FioSm2552Rd+3rkgBzSaqbDEeDZOZHMQSEj0cRhtII9UQA5sP+IvhBunxN4meuYqIRUhIjfRgjlZrke1Nkws7Izy6uUatFFgfXgQYhoFmaKzu5oiPRoin0gwlVEaAlAERVaCg0ajVeHLnCX98nGNvJ0IimqBQ3enRSA8QIMC3FlKiizr35ue4eesmhZ1NLryaZnQsBktw/85nWM0GlY1NtnZCrDzY5Z18lX8TsshKUBFIBMJ5VwnF3yrrfln78S5nX5fFxSfAS0SoTwOno5SfdqUd9z1yGMH1S+t5WV68+fUK32lVSh+ieRh6kPNelha3ZaarPL0YaQ/0Q9D91Ol+0jrqvP1sKP3E8yPffmXw2mMkdGarcQbIdgi5uyKFTZAjMUR2EjFzETkwRO3BH6lVa4yaMAwMqZDVIK3Yi/2YbUKuuGwrnb+OT689z7Si7pdREd2riDqfirZPzIW9T40Pooo0aCqEI5BIIRKDZMdNspEYYvQ8VjoL4QSRUAht8TqffLxFuWkx+6bCXiHC2qMqzVqgmH+diMRiXHv7TS69nmXkzBA3vrzFjT9cZ7C+x0gWEjqYikBIwUBI5U9/+CrqxA6L+Swf/foz8ts736Z3WYAAAfpAqVTiw3c/pfgvNfY28xgKrC/n+N5PrtCsP+LxvUXOTYyRErC9skCiJoiHderUaFgt1FaTzqrWDiEXPup41yxmR6jlx3EwfMNxqvaVr61Bc5gt6bA49IjXb3ivWu71jR9VIV1L3R+nPP2Sc88O3waD8Il3YKN7l3uwxkkv+LEsLn5qt+dQv5aVw9Jw6rTTJdf+3pkKqh1GCNfsK4PI4XGkGWJlZYF3P72JqJT4zrBKKd9EbezPK27iDOwUgNZWyZ2ljF0LE3UUCNFNyBUF1DYxV7T2fOlttby9mJHQNJuMa6o9+DSahKExZHYWkRyCUBgp65SWPkfPTFNqRvgf//j3/NM/fMn25h6a0cRU0gjDgoCUf21QFIXxqXFeefs8sYFtQvoWofoe8UaFyYgkE4K4BoaiIpQQIjFOcvQSs+odNu+sUs4vY9FCQQmIeYAAATpoNpqsP93AkhaqBCkEZmOAsaERmsVblNZzRNNRLr91njMDA8SsEeILT2g+eEKx2kCjiSZUpFAR0qLbR+7gmGr5iXGSBF5s6f3F8pQ/C9E7SSvrpMS8nzj9hnWr5v2m7Q7Y10wtPj8a97n71kOfhTiu8t1PfIf49hvvMFuL9zx9lXGftJ3wUh78A3thhWgCmZ1Gjp5hZXuL//bf/ob3/tc/8Xa4jDZosiUVos06mmYr5Ab2D04Ie/Eh277iEHG1namHmCvt7kFF2CRcOIsXafufqgaqbi9mpOv2n2lAKGI3GkbOIicu0ZBNVMNA0QxMRcHS69y5/Ttu3b/B2twWjYKFAIrqDrqmEgqb1Kr1YODnVwxFURgaShGO6FSLJSIxi/WtReqyhi4kgwYM6PZc91p7TIJlScp7KxTzRe7cXaBYA0XVEM1gOp0AAQJ0QxUQCYVoNJqoqoauquT3CiiNGqV8E03GWFtv8bgYYnR4kOTQFlsPTV5pNYhgoVktkJart1/6v7O73r891HLp2T6QwClZWKEPw1YAACAASURBVJ47Fz8kg2O8Qk/PvgIvcuOjN05CzN0ksJda7k3/qDwc1fw4xN8dqBc5P2Bp8RSsH2tKP5Cuz57qda+8fEh0v2Xxnl+/qrj7oHsxpc55uCwsErCk/edcI0WDWBI5Ms5Sqcp//Zv/xoe//jXxwh4hYG1boVCRDANR7EGe9nzkarfdBK9S7hBzRylvK+RCuLoMVQ8hN9qE3LAXNDJNMEO2dSUUBywqc5+ytT1HavosocwsdVrUSnsUNxap1uu0kJ1bRpGS7GiKaCrE47srwcDPrxBCCEZGhvneDy5hDiqMTQ6ztH6LJ1/eYmspx6TSYKitkoeEQEGFlkVrZ4VacQ/Z2CCbjtG6cpG7n96lnCt93acUIECAFwwDA3Fef+c8tZokGh8mMZIgMxMlalp8/skG7/7+DhPRFkYyRTgR4mlxjye5GiPAhCIJSwthWaBIl33Fx8LiVcwCfedInLpSfiq9EZwwkVNrHBxx5xxqT3lGYg4nt7T4xXXHPy5BP1Vriov4HjeNXnG8yv6R179Hi1u6vjirnlrCtndLCZZlx7EsaLWg2QSrhdQ08vltfvmrX/Ov//3vmK5sczkM4wqo9RpZBcY0GGzPT64LBaFoILT2p1spd4azuz4dgt5lbXEIuepRyNtE3AxDKGwT8nDUVsubdZSdJcK1Io3iCivFZVZ3aoxkzjIw9ibF4m1CWhMZalCv1dANg/GZKeLjCguL6zTrLaQVKK5fBQzD4Op3rzJ1LUmxuErYWGX5yV3W57bJKBYXBiBjQky1/eSK0EDo6KEkw5PXaNaX2W4uo0ZbLC3OU9orHb7wcIAAAb51UDWD7PgE5y+maGg6ucIGChE+uVVnda3KjFUmZsHrAwZTWoOllkW11aKu2It8SikRvjzpqBd3D7Xcd9uz30/wO1RlfznxYtlXTgMntRhxzHhuYn4APQ70m49bNe9J/ntGbuclu4via2vxxPGWU0LnjX5o/od02XjtMce9Pn6/8cNsNn517P3d9/xxe+JIaa+wqWCr5K0WNACliiwWaK4+5e7tz7j9j//CVGmb70XhrAEDanulTmFbDKIKmEJBUXRQdA8hV/cJuTMLS4eMCxdh9xLz9gBPTW8T8jYJj8QgGrc/Q852gtDYeQzRYm35c0r5J5Rqkr3yGk/WnpKIxvjz//0tHt1/SGUnz9T5c8xcO8eX9z4kkRkgEW6wsbyDtAJ29zyhKArJRJxyuYy0DCbHo+T2lkmFtmgmLNJNyIQg2bGuKCB0UEyIjcDwLFF1EnPrLg//+desre11LfobIECAAAB7ewUWH25waXaI+bkvWFlcJRGP8/lnC0SqFcbjkFIg1IKdsslaTkVpSkyzvWSQYF9EFD0eMl2WFc+Lvyd3+qrw4hL50yPlp2lhedb6+iqJ+UnjHBXPUWxPrF4fYWvxK48fvFMVHdmgOCytY4Q9LF4vm4pf+F7h/J4V0u9Am5hj2d8d5bxRo7GyQH1hge8V84zEYMKAtNpWxRXQhU2cVFVBOAMxHS94h4zvz7iyT8jF/qfz3bGyOH+OUq4ZtjoeiUN8AAYGYWDY9rubYTBCEE9DNIFi1RmMDaDlzyE3blGpb1KvPOD11yMoos7MpUsMpcdZ36vw8WefolRWee21LAvzBQr5GpV8KfCXPycoisLYWJaf/dn3iKdCDCZVNnZvcf0Pd6gUSlgVmDAhoTmNPFAd65MEq5xn6cF7PKxZ3Lq9SmWrwEgkwU4pRytY2TNAgAAuNBsNVte3WcqVKZUL7MwvU9DCJPI5ZiKSrA5KCx6tFlhc/YitvRpXVMmgBoYComOphJORreOq5T2SOS5eXC7ewXNRyk/lvJ8lkZM2EJ7VX96FQ5qCffvGxX5r83mQ817p9OqV8qrexypHj/SP1aAR/mU4Kg+g5yAU0fXFh5i79knAakFTQrmBWdrj1WaFcxF7mkNT2JYCTREoQqAoDnm2/4RjO3GT686gToeYe1Vysf/d+XRIvdpWycMxSA7BYBaGx2FwDKnrNJslauUChqajqQLZ2qOuVFnaq7C9W6Va30JpbJDbNSjktvk3v3iLml6gsnqP/NoTfnx1BCMUQjeymNowaw+ektvZpV4PPOanCU3TyGSH+cmfvsHMFYEwShSlzie3Vpl7VCDahJkoTETaAzxVMIRAcabRbDZhZwl1SyOcnODMVJLkn7/K/N2nvP+bPK1iQMoDBAiwj5ZlUdzLUyrUCakmP7h6hoglWbHKRKsV0ioYEqqNFkP1AhManNVgSANDURCqas8E1iHm4KNwcUDgOuqF3zOIj4Wlv4hfMZ69HC+ufeXrquOviphD/+TUrZr3IsdHogc590ujnzRPw3/uPp+e8UXXh2/+R+Xdq666bDp4nieeE7Swu+mktDdaLRRUBswwSVUFq2Un4Uxf6AzQVBRbVegM0HRbUlwEvKOOu4i4969rVhbFVsqNEMQGkNkZyExBOguhEK3SGgtzH3Hr+sekx14lNTaCIh5y/fYSD+9t8OrlafLVbQbCkkZZUt3aYfXmdR7n6pQLNWaiFrPDIRpGhJGzZ0ll64QMnYX7c2ytbtFqNo+o9AD9QNNUxqfGuPrdi5x5c5hbtz/l0qTJTkln7v4uZlMwG5VcGoDJCCQ1CAvHuqJhP8JVFCPKePYCYVNj+/4tYiEwE1FC8Qj10l7gKw8QIMA+pKTRaLIwv8Err8S4+qfnKa/Ns7s6T7TZ7vFlf9bdKDAAJBQFTdVB1e1F74Tn5S29L9sjfOK+YVzbR1CobyJOl5SfpoXFSe+rVsvdlpF+rBoOsXTvO2Z2/cX1Uc37bHweSKeTrzyw+9g4LXLeie9KoF+yfVhY2U7zMGLu1KvbFiM9gTr1ZRNzYWF7uo2wbU2xrP1IwrXameJSwhXvPoeIe8i535/EFc7lK9dNZDRBIxKnUNgimkiiKgZP5h/xq1/+I//6wZdMx9/nzKDOyIjFHxZqjA6NUtlVKa9vMHzxNcbGTQrrX7LyuMDiZpn85h7/7s0JLkxdRgxl2KhavP/pHPceL5AdGkIInfWl5WDw5zNCURRCoRD1ZpPt3V2qZEgODhOOhyhtrPPOuTS5J3WGlRoZE1Jt64oh2rP4CA0hNFBNiGVQJl7H0MOM7GwgChYbpRK5SrWn5TNAgADfXuzu7HLj4zuEoheITa6ys7pKQVpEBaR0GFDAtECXAhMFAxVNaa8k3RYDOrOTQfc7093jLKGzuJB36kQ3f3HzqeO8+48Lvx7yFwjPTSl/IU73WRoJJ4nrG6fPpl7fDQGX4v3MhNhN0NtfnpWcH6l8++TfVQbXoX5vosPqzvsA8AvXRcyd44KuwbadgO5GkYJQdZtwO3O2utP3LgLURcJd6rjf/s61cavo7nSd1T11UFTq26sUtxdQjQorywX+6//7d9z6+HPqexXMVomMphIVMeK5OlOhdZLzed65cg05c43533/I9nYeQQ2zWec7QwbvXLmITJ5lt2mhhPPEzCZTQ8PMnD3LVr5AsVCgUigEfuUTwjQNpmfGOX85w9rGOgPxJIOZMTbXH3Hn1gPK1RbFVoNcpcFM1J5tJapASIAuBKJrKk0NaURpCLi/8JjFYoRiZZvb129j5evoX/fJBggQ4IWD1WqRjscYTmf55IPbFLd2SVUlZxTBYEQlrWtoUkVB68zyhFRACkQL28ZpSbsX2YLeL3HorI7dZUHxqOVd49f8Xv4+FhavePb1s85nxotrX4HTV96/CjwrMe+X1LpXAz01tbqXSn3MZmkv5bvfuN7qOg4xd4c/bDEDb7oH6tBbt9ITtk2MBbYC7qz62VHLnTCuzwME3QnoIehd+1zJSrrDKlp7XvIw4cEsmZEMy7l1fvWbX/Loi+tUCnVGdTgfhjGlhSgW+GlEcjakMzJ7Ce3yj3jv8WPu336MaAqa5RJvjwi+c2mawaExthpVIokElVCF2csDXL08Ta0RxXy6RG4vy8KdOtV8NVDMjwlVVRmfGOXN71/m6ndNqpZOUw7TZJP5pRUef7JATIFy2SItLdI6xFUIOyq501PiKFXNBuTWyH3xK6jukM1k+cPcMjOjaQoCNpZzNGpB4ylAgADd0DUVQYvSZpmt+T0SIZiaGWRwPIOpaFBvARqoIZuQNxqIWh3KFajWoN60BakD70f2e6n3N3y+H9zsue9bgtMn5S8akX7earkf3/Ylfn0S837zhW7V3InnzuZZzrmrcXCChE7aUPD7cfYb39sY6PXDPozw+10ivzJ0FGzF1UCSdM1B15OYO5/ugILOQFZ3vp3Bra5r7VhtVHtVUUamUMZmkJUtnt7/koc35miVLeICzoZg2oBhBeK6RTSuE89kEDOv8sVOlV/96j0qK5tMhiVXByx+eHaUzFs/p3X55xjNEjsbn3Dz9iqlWp58c4HcdoTxiVGWxjQypTGsQomlp+tYwcqRfcEwdKamR3nj+2+QSDd58GAFmk+5fD7H0kKM69fXkdtNkiF4JQLTEZiJQFK1veQG7QGeQkNgq1Y0GpBbJWo1mZ0Y52a9wONHT0hlFN54K8U//0ORjflW4CsPECBABxLIFUqs77UIh+L8yXSCH1yY4fIbP8IYymKtPqJZriIbCnp6jEYxj16p2KR8ZQGxuwtWEZpNhNODLAWgHLS0dN5tLhvLge5wnxf2gWeWSy3/huK5KuWn0tg5DZLfdxo+V/q4iu2zxjtJfD9Li/d+PwmOo9wfloYbosf30yyHd4XOXnEOs7N0ldGnR0JgKwdO4ZwVzYQnoHt0ehcJb386BN1tV+lSy10nIrGvsSVtdUIIZCRJc2CIte0tvvz4t3z87v9ibytHrdTiQkjyShjGdBhSIa4pmIaJUE1qlSI7m3M01teYFRXejsGlkQiZ8VnE1Js82C3zP//+r2mVnqAaCdREhFs3F/jRa1eIagbZoQnOTUdZXbnNTqlIq9CkWqkGUyb2gKqpmKaBpqlMnM1w9mqG33/ya54+XOI//Pwy05Ovc/1fPqSxWyKrwdkYnIvBeAhGjPZiQQJUIbAHeLrsKyigGEQGJ2lFJ2B3j6QRIR1qcHb2GuNnJLnVeRrVQC0PECCADQGkUwNcPDvKprLMT67+gplXLqFOXGOtWmJn8y7blRIxZYAzZ86yevNdRsbOUqvUILdNRtdRKyVEq2G/jiw3IW9/d8PbG+895ubmzpcOt+n3rPokPb4WmtPCs6X5fEj5aZ/naaT3LGn4NercOEwE7yJ+x1DL3XE78Y+Ad5YWbxlPimdtYPRK47jXpK/GledHfGrE3L3PtcM9iLSjivtdY1dDwU3OnS4+Nzl3K+Zu64olXYsYNZDVCtbeJk8//A1//8GHrNy7ybjZQolHyFcqvBGF8yEY0exR84aqI4QOpRL5W9fZXljhda3CtRhcSGqkEwnUSIqt7Q3+8bcf88V7v+dnE3DmlTgfPtngUkhweWKEO1sFmrUiamKXcEry1k9/wNb8Mgv35igXKliBnaULpmly/vI50mMRbn76gPXlXaSVI5Vo0EiaDI5e5JPHUC+F+POrw1SX1hk0LIZ0e8BV3FHJO9Mgqghci08pOiKUQA6exRyZZcJY49r5s0xNTpKaPs/3flJl/uEKu4uVF6YDM0CAAF8vFEUhPRglGS8y8MarbA9mebjwlNDqDitrq2w8vkWoofKz7/4YNVKiGV5hXQyxuLnJcHacvc1ljHyOyXoNEw0p288mZ6pWAfvE3PVC69haPMTKy1teRAvLV6A5PT+l/NtGzI+KixPvmMTcHb+TxmFwEcPTJOfPI52T1GdP1fyQFvgRQQ4l+z0vlfB8dV9XcTAt4fkiXOE6yr6bjDuKOe0ekHaXn2VPx0jNVius3XXKT+fJrGwyQ5OEprHeKBOKtTgfhqwOcVVF13WEZtoj56tVonvzvFMvoQ6rDIQ1orEoipnAKuTY+cMv0W7d5SeJMj9Jh9Ary+ghi+kz4+zsLBLbWONyTEeJDKMrGaITQ1TOqUxMR3hye4el+WUq5Sq+029+iyCEwDAMXrlwlh/89FWMTBUdMEkQTY5w8coVYq1brDz6nGbY5MLFGVZkjq35NRTd9pBHhD2403Cr5J2Fp9ovP0WH8ABkztEaPoem1Hjzh+fZKzb47e8/5uMPb5PLN+wZgb7l1yRAgAA2VFUlmYoi9AafP1jmy//6r9QqRZKRFOcnTc5PJpk68xZjExM0K1W0gVEqVh0rIllpqdy4O88bapiRuIma20NtNRBCRyq6PSuUEHSmfurYOo962fdDCJ4DW3+BGgDPfaDnqZ3raZFyeqXTx8vqWUl9J+/nTczbgXqR89NSzY+TVj+E90SqeY9IvZTvZyHmfuS7V2vNr+HgfSh1lilu/5N0n49727EmWRJo2faVRhWtWmS2WWY0LpBSwaLFeRV0RRDTBCFdQzXaiwxpBkLRkIogElKZNkxQQRgmhMJgRFDKJbLlHf79lEkkFCWZHkAkB5lIDKImB0lWisxMTqAMTVLWI1QsiaJLcpUkF69dY+61df7h//sta4/WadYaWJb1rbS0KIrCyGiG4Wyayalhzp6L0opB+fUohjJOTa3zcHmbfKXB4r0nTI7GePxog/mFTdSKJBSxCXlY2LYVjfaMK6KtkjtTaLY9nFIP0dJMtnbnyBUXqMoStx8t8M9/d4/8SolsYpCyUia/W/iaayZAgAAvAoSAer3OHz95yG9/c5fqTh0FyIdKpFtZLl/NsFQuouzMMTM5TXx0FlnOI3Z2qCytceWVs0xPnOXxg1sYf/yQiUaTuCJRNIFUBaLzrlM5oJB733W9yJXsg3S9QIT6NPB8lXJ4MdVyniGdXvH74dldxPgExPxAGv1EcKuvsnf84xanF6E+Sb2eqMEgDj+Xw/I57HhPFV667j8vMT8kXW96bgIOngdTD2LuztKybCJmSYS0kCiEw3HCmoZsNZBWC7D95oqmgqaBpoOuIzQNNA2hKkhFQagKaKp9zAyBaSI1lUQ4TiLTAtOEgWHIzsLoBYgOkMYCMwIhkwFh0dIMSuUtQrUiIldh4aM7NCItYiMJwsJkfXWDRrXWo8K/eRBCEI/HGMkO870/exM9XUKxNIqtJusP7rOxtsc73z9DXdlmd32D9cUiuacVCmtlQookacFoGEZN27YSEmAAamexIEclV/Z7T5oNKGyzd/N3PNycJzodZVs1KdbCnL96FWYa5LZWKDwufdPeXwECBHgGLK/tsHp/m/p2Hb39rqlV6ty8vcrjrRwz58/xi3/7Jo8/vUNh6zGTI5KNhTkqpTStVpJHt+9TWnjKWMniTxSJqTYJOT15irP2hkslP0CyZbdd01HVn1k57CO+dH95cZ6KX8mUiKeqlnMKiZ3GNT9pOb4WYu7Oz5VAP77rfhoafqfxXMi5X0uaw8t/7DzocX0PI+bt7c4xn8rwls9LxoXru1/hpPPPKYfdghAoSN0ERUVYTYRs0XkIKgqoir24kaa25zW3vzsEHV23ybcZAjOEMAx7n67Z6nl6FDnzJo2hKYq7i+hSEA0nELVVSnKTp6urfHj9Ng8errK6tMf9G2s0imWimoma1Gl9y1RyTdPITo4xej7N5GXJ0voWq+uS99+/zrS5yZ+8NsEr8Rw31rbZWtqgmisQxWJM3yfiIwaMmZBok3JNCNun2VHJ20p5u3FGowbbyxjVe4zXapRjU1TMOo3aJsl0lqmrU8w/2ODpfP3rrp4AAQK8IKjXGzy8O0+92URxP6alpFppMkKSi2fOsF3U+fLjL8kqeZKZYZbKLR7c3+DJ4mMGpGQ8brDRhD0VGorEtFoIy6K9wh5d760uwenFIsOni5Of2/Ml5S9ynXeV7RmI8TMr7ick5u40jl0Ob0v1kMPHPb/jkmS/+F15H6fF22feJybm3mPe7jcnb7ctxQvh2e8i7B2riid+V+PJU3ihIBTNViakhr2Kg9xPr03MbULuJuY6GIZNxkNhCEcgHG3bWEybmIfCEBvEquZ48vEN7j74kvPnz3P2lVcxEinmFvf4q//893z2x/tszdVRaiBa9mO4KppU90ptu429WE44YlIu12g2mt+YwaCivXprKBwiHDbJ54vMzy+yurPM0EiesVGV208XyC1v85c/HuedH/9bjOw5Wuuf83TpY0SuxeUITIXsmVbSGiQ1SGi2fWV/9c72ACpHJXe6Xxxi3moRiyQ5N5Iglx5jpbzN9vouZrOF0tLInE0Sy4TIb9ZP/LgJECDANwthXcNQFcqtatdzIR6P8f0fX2V8pvH/s/feTY4c577mk+XgTQNo7804cmboSZHyOkehq3t3T8TG7sZ+l/02Gxt7Iu7eG2ePjpF0pSNDUuKQQ47heNveAg3vgarK/aMAdDUG3dM908MZUngjKuCy3rLIfPJXb77JTmWbfLHG6ZhBTA3w3htTRPwWWu4+RqmGUjCJY+FRWq2PbTtQrrTbIvcj6F6N79Ogodf3LwAuXySvHqPOffFKeetAX0m1/Hn9dN9fzxoCcpL7cGzrDpWQz+HL7af3Jo5mh4SmHGW7R+0UHCWcZd/vPZ40PPFbj233YPd9gzq7w1k6mxF737n97lPrBZ2Bf9JVAQqcSY2UbjDXnFlANQMML3j9Tq7zUBSCEfAHHSjXNKe84YFCkuDWDc4OePGFmuQKt9GUc3zx+ef89Q8PKK7XMSyxPwGWK1RKCEEkGuDsu1M0mz7u3VikmM5imea3Ot5c13VGR4cZTMSYPTOC9MEff3+N7PoumvSS3wwxFJdMj0TRclXGJ0+xVAuRunaN+3fXOBvxEVTLDIsmcd0B8gHNUcv9Slslb2VYES6F3Lm47FU6CkI1wB9FDSXwWDZD+TXOD3rJpspo2UXWdpvEQgMk9TJWo58asW99+1s3VVUYm4ojVVi6t0WzYYIQ6JrG/OvnCE8nWFm8QrmksPlwg+qojRxR0edfJzjc4Pvni0xUm2jFKuykCZhWq9q3QdpIWyIUm07qYOEKVekRxXKyESuvkCJ8zCbu1Z7R80Xb84ahiB6vz+JHCjqjlJ/V3J3R57oXewHxi1TyD9nZ5wHzo653VDDfV8YF5+7r/tTOfK+N9ApdOaCsdJWXtO4Zd6509u6jNty3oVxRQFGdWUDbUK77wBeCyCAMjiMHhh1AVxSwm4BEaDrKwAhjg9Pg0akqGZZSmzz8+iv+9OeblLdqeCxx6GmWUlIqVdG9KnPvjKEHbaz8FPdvPiKXLYEtMa1vByiqqoqqOdlqJsZH+d6PvsfodBRvMEW2mubhRgCPojI7OcOp1yaIDaVYXBY0myaZdIbUnd+xur7FUOwM5//LR9z75FPEThKPcAZ1+oQD4x7RFbayTyXvWoQKmhf8UYhN4o8kOBefQtnZobEgkbJJda1ETG6QfJghuVvsTyTUt779jZuU4PWGufDuJIYq2FjJoesG8cEEs2em2UomiepRhJUmLqtMBCJMnP0RqcQCanMNa1oyOT+OeHyd9J/z1LIWDQkWoEoHzDuhlu42Sx6lzf+mofrVgfhvRimHkz3ek/TZVupOItTieRo62XLwKjwBcPuBrjCN5/X1HOsfZd2eqvRz+j+w49WlYPc6ULfvffvWFaLSrZa7y/WCduH+3NWpa8O4oAXjwgG6DpRrDpR7fBAYgPg4cuIsVjACHi9mbgPFrqPpHggnkLoXrBpS1slurXP//g7+mMLM7CAPPlnHqYYPt1q1wdKdDPGJBGcuBAiHQmiROukHdXKpLMW6E9ZSqVaR9itGjELgMQz8AT+T89MMjsYJDw7hC2noiSiPM9soG4+Ymw7w4Ycz2GeCTJ5dQAukKZQU6o0y1YbF6qNVfjg2xvCFOXJilPsP73Jtq8SCCZrPGdDpEU7Iig6dmTufmCioHU9O+7pqYPggMgITFxBDY/isLGfPaNTrOba2l0nevc6DnSoFxcZueetb3/r2t2uaphGLxxkcCfGz//kim6sFNCVEdGIEVd8lEVcJR+b50682UGybak3y8OEK964tYjby2L4B7m6vkN54jLRtorbAKyUBRaLbNkJpA3lbMezVkHY1qgdy1AsMYXnFmptvVCk/0b7Ii4D9Z7UTA+ETBPMTUc1P0NdJgflB6x9L6T6k3LHB3L2+OMKxHbLzbdDeF57S3uYhKrq7rOLaDyFaS0spF+qeYq4Z4A1AdBA5PI0ViJDLboFmklm7RSmdJhEKM/bOL5HUsJN30cbfwhse5a234hQby6S2i1imPBLgSSkxaxa6rZPdWaec22L+7CkmYzrrK1tMzse5e3eZry8/RLElzaYT2vKywluEEOiGjrRtQDC7MMPM69OMn5vB4ylQrzUQqk1Z5FhZXeRsTGLW/fg9CupQE91XwuOv8umXi9x9lMQqNri7nCMsTOx4mZX8ClhVquUmXq+Tk7ydacUB8r2wFaF0AXn7z9gBcxV0HzI8hAxFqTS3QSbZzFXY2lpjZXmHzz/5nPW7m9BooL1ijVDf+ta3b96klJTLJda2wgSCNaYnJJFEhEdbKWT2EXGfxlcPbvHptWWidUl+N8/yJ3/EI2ziIZ11LcZudYR7qyaNks1oHUY0GBSOb+Guu3uGl9D95V7BZ2HwZwHM7rrwxCH1+M6+GSh/lQB6n8l9LycCnScF5ifii5Px4/b1vP6ex0+vdY/i4yTB/DA/3esfpoy7Adz9uXsDvUC900nqUhjcA0w7QN6C8u5FVZG+AAxNYQ1NY3t91LZv8cXH/x9ffX2fAQX+p5+9Tb3yCFMUkPk7+OIj2J48q+sZfv1vn3Lr0jLCPPqATV3X8foGUNRl1h+v8/Zbk9izcZRwAX+gSPlulpHxYRKDEdKpHNVSjWw6h9lsoihOxPpJg7pwnUMhBJqmomkaQ2OjzJwe4/69ByRX0+yk0yjbAWKzIxRTD8jtJnnt3GtcvXWP21/eYvyUQvK+wuhwgnd++EMS04PcWtxi7d4OmilommDWTFLrOdjI4xU6FVSmFZMp0W9BAAAAIABJREFUD0Q7s3Z25SQXXTDenvW1A+Y4T4gVDTx+as0UjeoijYCfx4s32N7N8OBxhVg0TsmbQTU8mKZJtVr7Vsfz961vfXs+My2TrZ00M2+/RrO4zr07d6mK+yiVJj/+6DyFbJVP/rBKfqvO6SDEhM2QVSdqQMCSvDUXJzN3is2NHe4U8kRNia06486lbKnk7eWg9lL0/HBCdsI+v6Hq8huPKX9l1fLvMpifpGretldBNT9MuT5s3ecB86OU6Va6e67XvfJT1PJ9j/i63ncYrVsh74bybpiTlEpFHn7xCbrH5Ovrn/O7336KKJV5d97PaG2b+1d+Rc6sEfULJoa3WC4t8fnlL8hsFBmJJtjIbGEfEcyblqSp+sk3vGQzDcrJTTYLa8yM+hgZOcPCGZPwWyPUGrv8YOgimZzk1//tPygms0xPTxCJhUilsqS2U9Rr9U7mk31nUQhs2+5kdxFC7AN6RVHQDR1VUTA8BoFwgFKhzEAkhM9noGgW8akhLnzwDunyNpev38C0LLI7aeymzcToCLOnhjCsPAG1TshMEhM1QjWb9yajnLowicfXoJS7RXnnEacHY1SCBreyj4hpJnEFgqpEpYFpgy8C4x4YaA3uNGiFrSgqewM8W9fPHbbSun5O5hUTqkWqKzd4fGeNZGMHfXKQlc06uWyOcNDL2TcTjEX9RHxBlpYfcP3LJWj2obxvfftbNWlLDKFyYSEOlTV+9VWa7G6NH06HGfeofHUnT26zwVkvnPPDsAYDCsQEDPq9eAdHKEtJvV5BWDYDqiMq7MthsLe1I+wQPdT0b1LJfTXiyr85KH/l1PIeN8lxY5d73WcnBa6I54t377YT2y9ejZCW7nP/IhTzo5Tbdw7E/t+61+8F4wcp5LAXT94zdKXHq3C97gPyLoVVSjAbkE1hbq1Qf3ibTLPI7bUi4VKV9wbgnbBASaapru3iTYSpJCIsrT7gN3+5ilfZ5sc/neP+kMHOVpJG8elQrmkaC2emmTtlcfVKHlOqXP/6Ma+Nevjh2R8jJ2JkyJJJbZBe3GX++xcpLWUpyhpen5c3PrjAWz89x52bt3h8fYXFu1sMDw+iqgJNV1BUP6YtCQYMFh8vsbW+A0AiEWNkcgRN91EsFvB4dLyhAJpiMncqTMXSWbqT5Hsfvkk4WmRza4ephVkS43D39w+oluqtQZESs95ANwxee3+a7XuL/OE3n5PcqjDltXhzNMLF7/0M74Vf0PSGKFeLrGXzLG5kaJbLBLAYNmBIh6jWClURzmtQhYACXvbSHzp6uTtsxXUNZXvBmUyq0YBcCjW9jndrCWmBWaoSD4fxxuIU0wUqto1vOI4vJBAZy4mRaT71svWtb337jpqqqvi9Hir1Og3FBNUirEiKZZNLt5OsPEwzr9lc9MOsF6IKeCWoFiB1zMAQBSXE47RKvSYJB5ynfRqtJ5CdJ7dd7eKJMuCrAdInaS8l+8orq5aflL+nxR8f2Vxg/rz7BCcL5ifl73nB3N05Our6x1HDO+V6qN5P27b7+rt99FLMu2PSew6u7a7k3CDu+q2XUu4uIyU0m2AXiNRLvB1QyOcbGEETT0RjKmoQj8YQnigXpmZhfJqST3Lp4SNuXbnLh2cjhA0vI8PjzM5neHhr41C1XCgKQyPDTM6PYFsr+GSWidEomeUdzo4MYesh/uP3X/L17QdE1AYfvH4KO7fE7vYuAzGD+GAc1WuTy90n7N/grR9MMjk/QTDsp9FoEox4CIZHyRSrrK0lKT1+2Jm0SPd5GD49w8jsJDubj4iHAjTMKvlcmTNv+9jeMVHkNE2/xu3l21DPcREv4/FR5qZf5/FUlfWHa3gMg9n5GaZODbGyts7iUolaoY7ftFkYUJgYnUQ783NSRgLRLPHp1XX++69uYqd2mPNKTvkkEy1FvB2q4hHgUfYAXVMUJ35c0fZnW+lWyd33TFspb9QwsJkZSDBiGNTCE6wlxrhVKPB46TF2uUA8HkEqNtTLqIagWfmuNWd961vfjmqx+AAf/vRdNH+FK1+tIEydMzFBs1ph7doNxpoWYyHJhA4xFfyAakPDhnSuSvLKdX6TrFLaynDBgLHW3Ar7oNzdVrlens0k+xMf9C7yba/Uvlkof1Fq+bH9PuVRykmGsjyvn5MGczh51fwkfD2r+t4Nx0fdj0Ov8SEODoLvw347MHuN6/t9ucgPU8vdYN71Xri/71bK23DXup9sG4ENqoYRihPXNT4IlhCKRPP7EQODMPk6xqn3WK9VuH7tL/z2k6+IC423z1/ANzJKvpHh1DthtjbTlDMNLNN88giFID4Q4d0fvkVoNIRtpfEbGo+TORrlOo1SjfvXvuKrTx8yrJn84ifvcvYHP2WtkOeNs0ECAR9+zY+o57jz1SJjYT/T705QFKvcf3CPubEhpudGKeWT3L/9NV/8ZQMzW0Jp/Wd2tpL47y4zMhvG492gWdWYWxjnbqVAfVdjdPQU/pjKysYuD+9tMeU3GVAVtKbNxHiEj/7uFI+GvMQH5wlEAki1yK3PP6OUyoMwUIWFV9gYvigls8HHf/gn0sl1/vRlilgtx6mEyojSZFSHuAZBxWm4/C0gNwToLSBH0UC0FPJ9QN6+pu3r17oP2mq5xFHzNQ+aL0AwGEFEx6jkU2w//AK1KVFrZV4PKoTm3qVaDZBN3WHbLFIt1/bXL33rW9++8yaEIBAIoIW9NKu7vD57gdDwOSLZDXYfPCafKuDRJDHVUcgDAjw48wFZEkqFGtvp24RKkh/qklM6jGpOOU0RrfA7Za/dOq5g1n7/3LzzDE5OGuyPWb2+tDzl34oOzUns5Il0RFwK53P7atmrqJq7/RzVh7vcc4H5ASscdX8OLCcO+E24OiFi//edt+3rLrr20QXhHfjuVsqVJ993l0UghIb0+FF0HSMYdbjP8CCCYaQUpL/+M1e+vsruzhZnhcZb3zvLUNBDIbXCkE8n/O7rPLpd5l52HaEoaKqKbdtOpR8MEAx6mJ4ZZmYeSuWbjI4MUWr42djaIGRaPHq8haptM0mTn8xGOTMSpZDPY9LAoyt4AhZ1c53EAGS+rnA6FuPBzTtcu3Kd+eEBPjr3HuOzw/zu8w1u3V6nmS2huUR7q2mSXFkntTJIZNCiksyxugS51YdEJxcYHXqdG+sb3Ll1n3Kmyg8/eodTb/+EnOIhrkiixRKn/XEmZ+bIFStoyg7jMVCDE9zMb1O1KjQbkno+j7V5h2ZmieziEj8aHeDCD36Gklxi+cZDPPUmXpwQFQ8tlRwnikQVLiBXWhly3J2ofRMFif33VOc7FVQdofuQmgeZ3WUwt8Y7Ecmq7qO4XuFswsCI62zN+Sk0ByhWobJU6+cs71vf/gat0ahw+atPGZ9L8P3vX6CYLlMMKST0BvLyfYxK0xERWqF1emu8pt0ayjKCTdQLHgkDAqLCeQKotubFEIq7vXnlae8F2fEh8puH8peulh+xBTqxEBRO8Jj/hlTzp/l42iOso+7DE/nCD/F3lG3vK3dAwe4Yu54+xZOvHTB3f9etjHcvLqVcccN5671CK1TCcPKZawrordk+K0WCu6t84LNQ3zyLcfo9fKffQ4vGQdQxKXN9cYNi4zJNy2R+cpLx2VEq9RpYFmcvzhMfbrByb5emrLKxvMruVo58xmQiHsXO5iiXm8yF4L1Jg9PToyiBOBgB1MggqY08Dx/co1rNkwjW2d0ts61vkCw85gdxhZ/94gPCp8/iSwwSiK9iNaQzs3OXVcsVsmtp5k4PUk1tc/XSFmdiGmPD06xtFfjT/7jMgytrvJtQOT0c4s7Dm1y69hBNk2SKacL+MOXd2yTiEbyhKnElRGHXQygaoJrMUa6Z5NfWGIxcZT6iknjjDEPT71LHYiPzkJyEkAlCcyrcdtrDDpCLFpB3Zu08IAViWx3vBnRaaS5VAww/eEIE/X5mY0N4suOE1DzhD+MMTJ1ix9KJB3PMTEywPaWQ2UpjV74dEzf1rW99OxmTUrK7myN1Kcfueh3FDpMtpzg9qzMUMMgbXoLlJgla8yfg1F3tqeoM4cA6Oui2A+0+QBcKQtH2K+W9Qlj2tandkOX+fBQAO0mJ9+XLxS91Rs8XEvPPCTrtg/nL83eQj+M+Bju0fFuJPobvp4WqAD2Hn7t/67UP+34TXT93Q3h7G0eA8fbkQR31tf2d63tVgOqkScTQwfCAxwOaSnjiDKGpMzA4wU5wgtuPl1iYLRGdmqBcrnHn7leUc1nCPj/n3zrPxFtjVOppon7QdJ3ggIUwvQR1g1y2Qnp9h/ML43ijPrbSeXQJUz7BqcEBgvMfwJv/gPCHuH71E/713y+hV3dp1mzu3U0iKlV8gRq/nIhw7sI5DK9Kduky/tCbxEIRZmMjPN5Zo15v7D/DQhAMDGCIKMWihWw28ao+Ks0mn33+V9ZurTKqWlyMSOTqba5eqrK9keOduQjnZk4zePo8oZFxylqQL6//nmYuSWqpSiHVxK43MXVIpooodxexx6fYVA3u336EZlrcv52lsmvyjuGgto5T6WoSFCFg34yd7YasB4wftrSVdt0DvhAiOgKDk+jRQRL1GnFdx5cYYqdQZvvBdSxdJ1uuUKjlMSJQrYE4embLvvWtb99yU1WV8YkRgtEg4/NThL06A37BarLKnc0KgabOlCmYVCW6cOotA1CkSwdSnM8a7XrNBeTu9qYjKJ2EHQHGXj5XP5e9HCh/UWr5kTd8zGInCfkn4q/VU3hRg1xPwufLHgTqXv9AFfooZXt8dyiYdwP1YY6e1ttwq/jdZQ+BcUXsB/H2e0Vx4FtR9n/WVGfRDfD6wOcHXwBhOGAuNBVTVcje+oTK0nXM0hi7hTGu7uQJejN8/yfnqCYN5i5OsVt5xMbSInJ6gVt3VnhrwcfM/BQPlncJ+sJMTUnuP1gjmW2QUCwGwhBRBb5gDDF0hkyzxpd/+i3/9V/+yOq9dX5wOko6VSFSrfLBMPz01CDT7/8Mz9kfYflCBFSLOin8Pg+n31ggk6+RXNtGWg5ler1ehsdHGJubBHLMjyuo1QgbyQpXP/6M9FYes2ZxKgTTHgttZ5U3pcqHpwNMnV1Afe0DSl4JIR9fXLvHrWurJPwK6c0i1CSGkBgSalWL4k6BcjPDUnKD4cQAlt/P9kaBWF0S9bXykNNuwEQHxIXSA8afyJgj9mLJO/eZC8rV1qyeoTiMLsDYAvh9mKlVmgKKlRxbmTUqZorPrm7xyW9uUMuU0RHoqoaF3ZooqW9969t33VRVZWx6hO/9/Vm0YInN1S2iQUEqm2PE2yRTLWNZkpYYjtGqu9QWX7cjUxRAUQQK7cnpNJfI0KWSP6GQd9sRafqo4vlx/R62SnvM23HtGdZ5qUo5fJNq+XMETh7k86k32TF8Hdu6wPxEfPJq+nueTtIT5/uQlbvLHnt/D1vBpcq3IbtdvGdsey/VvAes7QP0rkGdbhh3A7nafq864SqatgfkoQhE4hAcAK+3tXkb1aozNz3D7Fgc4bHZ2E3htwNMzg+hez1sbS6xW71GObeDmc9z49KXeAWcmfwRpjdKo7HE+OQAarqI/rhOQtgs+GHIAC8CYSvYVoOtpat89tt/J31vk1EkSjLJdNPitQR8fzrCxOsfoL79v5HV/WBlCQR16rkGUjRQR1TOfTRD8KaBVZF8xT0+/PEHjJwZYHBSgmLxcFeSTFdp5uo8fFDDkDDvgzejMBdUGAsFmYqPoAzPoAzPkS2kKaeLpP01/vqXz9hd2mbh9QBZEWBxt8SsChEFPDbY1QZybY2zDZsgZe5XbXy1OlMeJ8dvSDiZVtwzdgrRHariWmTXWABaYC5d95JbKTd8EEogYyNItQLNDeyAzsZmigePbjE1FQTR4PpXi5S3yxgSfH4fI9OjbG5uUyuVj3e7961vfftWmqqpaP4o9abN1U8vgxmgPhylvpnDbzRJl5vM0IJx8SSUC0W0Wh5XfeV+4teulzrtE+yrx47KTk8DxO/geJiXB+UvUi0/Sd/uEJaT9HkivtqN8wmHs8CrqZo/63U4MHTksLIcXiEcBPsHgXZ3r3uf34PUdVdl1llc5dqA3lHFeyjinVd1P4y332uasxge8AVhYAQ5Ng+RBGBDrQhWAxQFz9AsaBpWdZeRcpKETyFTT/PoL19y49ptfvT+FOGhCIt3UtQzFf7+o7MMDgywXtiE0jZX7uY5FVMYDamUGjYDujNaXzFt7GKe+uIN6o0Kwz6buAFRKZnULCbDMB9VGU8k0EfPkFcMfvf7f0UvXmX+VAAlNMvGZoXtzXsMDw9z+vT3WVlMAfeYuzjL3c3LbOw0OHN2js2Uh93dLENIdAmTHhiJwJmoYCwUwDs0i5h9GybOQ3SYiN3ErykUVu8zGAmhB7MMeuKUA00K3iojwiSmQlA4MZV+YZEwoF4tYdYhFoBxA0Z1CCnt2MyWqrRvOUAh76jk7u/pcT+oYPiQwSgNaZLZvEUwolP3jtLUCgg9z+p6mj/87j75lTReoaAoAr/fjzfkd1rbvvWtb38TZngM6laF9M5dJob93LueZfH2EtFmmaIuKBVtAlHwq+BVncGcmmiJCe36SNkTDzpw3jNrVFdd1W3PIm4+YT0a628psL90pRxeUAjQPih6zqvzIsJZTrRT0qWav4pg7vb3jYN5W2HkqfVDZztt/0cC8y4g797fJ9ZzQ7pbMXdDeI/f29s6NH68vah7ceKd1x7vO1DuBa8fGYwi/UGKZpNabgd/LYkubYyR0xAeppDdQNgC/9ApzMJD1rYy7GxuE0JiZDZ5tJZidSXHtF9jJOhnd20Ts54koHmo5es8yApE0yRggt/nVPa2KWmkktD4FP/IKZK1ELnqNgtBmPXBXACGfAaGJ4htmty/dZXf/NvviZcX4XyUwGyFVK7O5nKawcg4U9MGRVOBJgTjVUZqGW59uYunVuK1YQ8VZQh/uYJaLDBkSGb9MOZV8YXiiNHX4fSPsQenaco6mi+GLRU2r95gbT1Fej1DoJij1qiimBYxL4RbKcN8wmm4kGAJiHrB9jgDokKtMoYQrQwrvcJWumLJ98F51/0jcTrjEmhFnUjNA8EB6nadXElhuxmgZD6mYRXI5nZo1nTGhyNEfnCawi5IW+HiG2cwfSW20xvUisJJq9C3vvXtO23NepPkcpLzZxZ4/c0EG3c/plwuENFAVuGtIMz7YUAHnyLQpXDAW7YXgWi97s2hcEC2qGeqUg4b7Pmig8ZP2v/x/L1cKP9GYstPuJF5EYr5ifj7G1HNu8H8qX4O6D0fB8wPLXcAkLt/7wnm3et0q+XdYO6q5HoO8HTDuAu+NdWJN9ZU12fXoqmg6U74iqZBs0Zl9TZ/vXKZne1Vzo17Sfg9TARjqJFh6rUCajNFzSepVLNsrqzRzG6S3MpSMAQTXoNk1EugWSN17xbReITZN9/n7qZNsbxMs24xqMOkz8nb7QWEBc1qA49SpGTukl7a5ZRhcyEIUx5I6Coe3QOmTX59mev3k8itFRZiJmcFpNZWGTNrvDUSZjoh2Fm8Tj2TgxDkzQKF3TIhpUGzZHF6Ms6WNNjMVYk0JV6csBK/ZqAEB2H4NObAJLcfXCe99DHnzv+IjVqE//j177j15UN8TZtkyck3PqPBmOGErwSEcywae/GW7f6ULvZykSudyYE0nsiy0glRaTVq0uXErZiD8z+3aeUns5zJoGplzOQjatYWy+sp7jxe4/Q5g516k4Ggje2LEfH7GPrwbWx7kO21FFNTBlduXiIwGCW3XcKu7R8k27e+9e27ZYqiMDSc4OJ75/EPJbhy5zpNs8pCGOY9Tl7yUV0wYahEVNUZwGkrrfpGIKTogDk2rnpJdL1vbbCbp49rvdb5DmsHr4RSDifcN+mAW+vKHcfxYRf7sM7bs9pJq9GI7z6YH9nPAc6P07E6tOwRHPQKcznsHupW0XuFrLiBvDOYswXkbShvK+Ca5gJvzXltg3lnoGcrfEXVwGygVPJMNzOMJ7zEp+YQok65nsNMLmEkJrl38yYbVz7GMHcY8hWY9qapiSqplE4kotFoQMC0CTUqvDXzBpvRczxcuofXtJn1w4QBY63ZLb2AZoM0oV6oYOw+5O90i/ggTPlh0KPiM3wI1Qe1Gtrja7yRSnF6ymI2ESAR9DLki9AIzXIhEKMiy1SbOq+dTfB/bsDO+g5YMd588wzNfIkrV5Z4sFpEr5t8GGnBtGhNb2+EIBgnn9/k1//2K0rrt1hezvCXu0Xuf32PsGUz64NTPhjSYFCDoVZYio+9tGGqaGlFrVdFCOexr+J0kNpK+b4MBaKlMPWaCa8TvuK6b9pKuW2DaUKtAjsrNFZvUEg9JF+qE7Y8TM+9hu1LkKkKkhspYj4dY6zKtUfXWH2Y5vFak8WHj1C0GAPDcbIbSWyznyKxb337rpoQAk/AgxFosPjgKuuPbhCuN7kQ13gjYhDRPfg8AQwjgCIF1OpQqSLqTWfmINtVJ9nsLe3xLp1xLy5Qf+n2otX1QzZ7THv5UP6iQi5eRCy423+3WnuSfp/bulTzk34Sc1I+jwvnB6rR3b8/Cyw/R9kDj0PsL/PE+gc57FLX96U/bH92AZxbIW+DuK4/uXi8DnxrmitDi3DW03Xw+MHjxxcIc/anExCOYmp1kjv3uXx/kYB/i5rm4V9+9SuKO0l++cE0U+f9nFqIIfJJ0mmbB4t5zLpNPAhRVcVv+LELm3wQzRM57cMqNTBrJgHFgWEPzqQUuu3syqRqMRoGQxX4PBq614vwBED3g2IQ0iTvTA4hVQUtHEEMTROYfQtr5DSWpiIwEUaDppWE//YJQX+A6dlRhuJj3Pn8c8xCibjVZMIPU14HqA3bmakO00JW8pTrO3hr6yxuFdhYuUStbPKmz2JUh0EVEhoMKBBVndCVNpAbtKAcUBCtqab3d5pEJ378gAGd+2LHxd71B/YN8HRDuWVBowZmDV+9xGhD4a2GhR410HIm6c0C5UgcKZusLq8gy0vs7JZRigNQ1lDKFVQtjGWomDgZF/rWt759N01RFBKJIQaHJrjz9T0SdZMPJ8f4YGGGeCQOaOCPY+oBrGoZsb2GsbOOkstA00ZY7EG5JVugLsFi7wkerrrqCVbqUjel6Cr4KkA8L21XXj6Ut00e/KT/OD72O+TklW33dk76gp243/YjpBOG85NWzQ/7Lx7V/3EGcz6xzrOU7bHSYf5kj33rHLPYe+1Y95/BDebtxQ18yh6UG8ZernHD43z2eCEQgmDEKSdNx4e0nB3RdAiEnawrvgCKNwCqxK7usFxSubddg+o2t65d4vbdNc7FDBJoFErTbFWbjM54WIgVWF0tkMk1iKqSetWktvaIicki0e+dwqpY3L58l62VFAOi1XeQYMgW0AqBrxV2IzQd4fGAxwceP8LjB68PaRhohuEcW3AAxk7RGHmN+6kMVmGRc6+9hR4ZYWlxG4BmMcXD3UU+TV1jzGiwMBZit1kgYTc7Sr1qA00b6g2seg3FgHPnzjNq6IjtdQYNgwHDQBbLZHYL2HUbv+LEkHvpmgwInPRg7lk5hYpwP9EQboW8DeSuOEzZdb3dN1V3ndZRy1usrxr4Q3EWgmFEIEBZj3B+7gz5SJhcpsrHt++ycbtM1LD5wWt+Tv3gR1xfKXHtfpH0xk18ukHdrPW4gfvWt759600IIgMR5s9PkE3fI0Sdv/v5Dxkamyd0+ixVXePx/WUikQSeoCS7uYxeC+PP6AwFAui1htNkoDlhLKYNTRNMC7AdQHdPEdzhjwNATHa97gP448aV9/juFWL8o9qrAeUnceKe6Il1vT0OeB13e6+qEt3x6brTX1Uw7+XruH6PMjvnQdvuXucgsD6y/x77su8+7wFZT5RzKaYdeO9a3ECuaqAZDsj6A87i8TpQ7vUjY8MQH0FWsgjLdLKtlDJgmwiPHxkbRQYiNMpZdFWlUdrkwc0/s7m+RjGZ49KlmzTSO0RsyQ/HB5ibfZ1bZY3d7QoDIwp+w8ucFqRwa5NGvU6hYrGzvIkhNZYDMTYbCn/dNImWYDTsTKCzB7QCRdH24tt1p2MhWlCOJ+DkTvcFOnnUCUSwNA+Z+5e4fe06k/PjpDIJkls7/Ob3H4MPzowFWFncJbu6y8y5KYRfUBMVpN101G0JwgZZbyLTSarXP0YNexjwJ1Cm5xlZmGc0MYSu6BSXF0l98hn1apEQTpiKJvYmBFKlo0K5M6oIN4QrB4G48uR17dxvbfW8fW8Il1LeWuxWQygFQtGQniCKqkAwhCc2jiFKDKtN1LDBYDRKvqwyoRR4Z3IAz7AfNV8mNFjlF/9wgXvXV7h1+TF2s5+zvG99+66ZqijMLIyRGPdQK6q8/59/gW1bfJGucqqwQia3Q2q9wbuDMSp2joKSJlmvMxgfJTgsMR7dwyNACURB9UC9AeWiMwOZNOmMOrfavCH32uXDwLpbTe9V9FntIL5s15/HWumY2+394VB7NaAcOvv8TGr5UQ7+hcAuL+aJywtR4l2q+au6r8/sq0fP+3nA/LB1OyrmEX0dZj3rqoMeF3Qr5d2ZVlwquS8AA4MQG3IUZaQD5/ERpNdDY30JLRCD8CiVrdsYCIzQAiIcp1TJs3rzE8bmXidd2OW//9sfqRYLxAIqSrmA1pScDcHZiIfk1g63vr7LxUiNkcgQuwWVr3dLrORN5jVoNGA3V6NRWiYrNrEHRiiVTIbZSyHooZ23WwPFANVAqAZoHtC9oPtaQB6CQASCUUft9wcdSNcNgrUiH71+Dv/sLJcffM2XX17n2rVl+CVUtwpEhclERPLFlVUU0yTYNDkVAL9woFyxQDaakN7Ba5lY3vNEh4YxIoOkSnluP95kKKzzeH0Xs2oRsBSC0u7MaKfSUsiFcN61w1S6VfGe2Qm6BnU+0fFy3yM9blA3nCNaHYHWvYCCTG6gbDxCi0BaqGxt11GqFrPDGhGaJB/YMac3AAAgAElEQVTeQk1V8Zt1xufiNMwEy4tbFLbL7Bub0re+9e1bb6qqEIsGUanTUATXlh+x/GCVqiX47Isi01MTvHbmAzaLOXZ31ymkM+SrftKeAFulJMF0iffjMaIzp5HRYWQmCSuPEGYTLNsRyW2rxUVyP/i6B6nvezLcDVLfQnn7BO3VgfJntaMCubsn9m0Cc07ar+uPcJKqefv4T/SJx1H89ShwEmB+HOuldB/5exdo7QPzLjDrvLZVV7EfyNWWymwY4A8ihyZgYg5p16GYQfiCEI6BbCB9HrZLGXL3vuThpf/BuM/Daz8dRGuWqJSy7BQLrH7+O2rlIqsr22iVMh9cjKFOGdxfrDJqSJTMLtUrn/C6VHjn7IeoM9OsffUltcIWYWE5yrENNCW+Zh2PaLJWWmXBbHDG6wySDIrW4Mj2THCKjlB0UB04d8C8BeWBKESHIDbivPpDoGkOlE+cI6AKsrllstk0o6EqG15nsOJQvUn07Hvc27xFtbDMlCZZ8MG04WRdMeTeflJroFsCFD+rS5vkCtvcebzKeCSMXBijnNqmYpoU6jBsOGK4KvYGdtIC8SfixrtDVdzhR+6nIZ3wlS5Ad4e1uNuxff+VtuLePpcaSIFuNjkdClOrlUimMrwvKgyN6rxzeo7g5JsYw6ewojtYt68yHvFiToQYnhugnK1j1ZpPu/P71re+fYvM5/ei+Uz+9KfPuHU7RaPSxGqAtMHnURHfnyOZX2V0TKG4eRNRzvI4pbG9VWFSafKziEC8MQPv/xwzPkz6+h9QdlcJphr4tJYQIW2wbOfV/US4Yy6BcN/n/V859Z2r0ntuxnpGB4cq6idvrxaUH1ctP87jgcPCk57XXlTH7oWGyLQfG53g3XZSnZ5eu/SEz6ds5HnA/GnrPdX3QWq3a/1ewH6Yvw6Yix5A3oLyNpjrOqgKjfwOpZ3byFySyLkfofkD0Giy1bD5p3/5VzZX1xC5JL+4MMHjB9fZuvpnHi5uce/BY4LNIr98d5gzg5Kvb1Z4eL9JuiaxTElcgWCjzoxfI3DqPL7pc9zZTfKbz1YobxcJWTDuaU2mI8GjgJQ2il1nLOikQhxU23m7FSc9oNARbZhUNFB1JxTH8DoqeXgIRhZgdA4ZGwFsqBfB8EMgil3bplxOo9RNMqkquawTFz0/s8CNcpBqWTDuVZnVTOY8TvaUoHDypKvtPN/1JvZuknT2YzZ2SgjZ5MOxEUbfeJvbuSJrWUl6u8l5XeL3uAZ2yvYMnQqineZwX8iKayBnt1L+RLaVp9wX7fCVw2Z1VdTO+RO6hicQxsDig8EK7wobPRxGH1tALHyAJz7IZGmLwbl5StJm9fO/Mj4SojRcYHutgOznLe9b374TpigKA7EgW7sZbl3fop439z0cbtQl1z65ydBkjOGfn2Z4bIbGehNld51pBD+Oa/zg1BShNz5EnnqT1fXH/ObyNZTFR/xQmLw2No1iSUjugF0HW+6lT+zUe25zCw1HgagDwl/2ff0CVfZvSMB/taC8bfIpYP5EO3HEhuOJXtjxXRzJ90nbi/L9RCjGCTTAJ9mR6Hm9juH0WRT8p+5/V8//IL+H/n7QSj1u+k4IQxu43ODlUsj1VsYVVXMeD+Z3MZfWqG3eQQwN0ajnKOwsk1y6zK0rn/LZ59ehWOZ8SFJcXGFz4x+pGTp/XSxgVypcnA4S0yNkq1mKFYvtHYuwBhd9cNoLQ4ZGLDGGevb7ZIYucOnqr1nbKhOo2Ey0lPCQcEJEfDix1zHdqZa9ijOhjiEUJ45caQG5cC2K5qjlug98YYiPweQ55PA0pqaTWrxGY/UrhqdeQ/O/zeLmBle/usTDu3f4/OomtYyj8pqby2iNOnNxWNtWCEgna0qotV8GLai2ASmxSxXCdoUPFfDognhYJ5lZYenGY9aXUkxJyZzhZF/xitb6CPbNzOle3OEpbmXcrYa7r/VhyvlB4SvdQN4+d4YP4fOD34nF9/r8TuhPOA7hBIQjNLQi67UsdavK5WuPSOcjKP4YQ3N5krslzLL1N/wguW99++6YRJIvlknfK9Aomk8gsrRt6sUyyaUmD69E+E//61kqyi6/UDXOz19kWG0Q8kWQYzPUqkl2bvyK8uI1fEWT8EcfwYUPaC7exkxtYjQqqFJBojlPDjtb65HbyS0SdkD7FQlheQmaxKsH5U+7Fs8K5N3Fv03w/CJ974NQ0ePL5/X5fK72jru7R/wsPk54naMc53FU8Se+d0FYJ568C8g7KQ89rQmAdAfcLRNfOIEWeJeCWWJj7R7Xr9/k0h//B2ZuG6vUYEyDUQ1kuUGsnqWqe4g1Gkz64P0BH8LyU8iY+IFhDRa8Tn7xSQNCqo7qH8AODbKy8pAHlz9jSlYYDTihISMtJdpPC36FU9lowplIRxUKiuoAOYrWBbXqnlru8TtZVsIJUBVkNcni5mP+3//7/2JGpPjR31dJbW7yz//+B3Zuf864t0op12SwdeqWvr5PyoLlnKBcauAPdsWzy9aEPzgPjVQgLJ3ppQUSkdxGbzTQKzV002La65yzSMuHEw/fyrDSPoYnZud05yLvUsg719kN30e4l/ZBfXsbrXOn6a0nDEEIDbTGF4wiIglkOI7UNaSqUSgmWd65z28//pjMToGbV5ao5m2a5QqG16Zh2v30iH3r23fEpC3J7haRyEMfkNdrTZburvDopsHkTJwLP3mb8Oh5Ln/5Kd71NV6P3sOjqyiaQnQgxIW5IQZ+/r/zuFaj0fgLpXqDsWqdEUVBV+Ueh3fqNaUltIm979vhLAdmKDvk86tqz7hvrx6Ut62XWv68QN5rtRcFud9aMO+1gec8z8+1v+IZ4syfc19OagzCYffZgZWNG97Y/9oOW1GVPSBvpz70ttIfep1c5MLrg9AomqHhyW2iF3eppx+xtLyNqDSIqTDrdWA7qoAmbdRKle/7YdgD0UqR8oOvCZVyWKoDopO6Uz4iQJfCSYWV3iDcKPDj4Sam4iebqeI3bfzCSRfocS0OjAsnQ4naUsNFa3ZLN8y24VLVwRNAxkZhcBJ0nUZ2kasf/xOff3KJckylXPhntrJVHq1k8Daa1PwQkTDnc85apdBEM2Gk7pyecR3CwklnaEhXXvFWZSNoZYSREsuCerFCPV8nkpe867E554Eh1clv7sXpXOx1KrpU8n2ZVrphvN0guX9r3wvu37vvG9F1f7r9KnsZeLx+CMUgMQ7DM8jBcdBVGpqH5UdXkJVdspUKD1YesLG8zpW/PqayUUG1JAKoCecJgK7r2LaNZfUnFOpb3771JuXTmzMpadZtpBUlPn6KnF5jffVL/nz9NoPNOgunLzAQGcAOhMlJHe/5j7icqfJP//UfsdbvEy2W+KViEzMkOiZSClc1525YD2rYDyPxrhjzQ4/jABe9fj+qfQMC/qsJ5a5GRwoO6NWdUBfpRfS0vo1gfqjv5+iaPlMHqEfBkwDlFwHmz9PBO/If3AVzinCU8vZkQL4A+P3g8zlwrhsOmIdjMDKFiCYIqO9Q391k+9ItDNNm1ONMXz/lgZjqKMc6ENZgXAVDgWapRjFfZ8iUjHpgWoe4CiHAa4PStKBQoLy1wVqhRE3x4hnysbu7ScKsO7vIXg5yAwfIRVsFF6oD44rGE5PpdEBTQRpeZHSImi+MqgnSDY07j5Io9TqppE05XUJIiJiOKq9U4YIf5r3OmRtUIK7DWCuveEJrQTl7MeFK+wlES6UREgTOQCXNhpBl8YEBtu50YCKKE5ajK0orDl51Mp64wRzhiqV0gfg+Ndzd+XJdZ/dn2bV+z9tj73w5J97jhPwkJpGTp5EDw9RkjcbaZzT1OIsb64jSMiPjc4wOh5kvhbj9lUXN3ps4SEgwPDoz8+OkswXS2xn62Vj61rdvpwkhMAwd07SO1MFuNJpc+vw+l2+v4AuYvP1ulLNnhpmJz+CdmSW3ex+vyLNwbppl28c//z//yO6tK0zQZMyrkPBpqNhI20RYwjU/WrvuU+gM4jwQnp+DgF92VfUc2381oRyehKInfjwB//Diej0vGp6PGyt9HN9t6+m715dPuR7P5POQIt8UmJ+U38N66d3H1auscL1pq6G6k2WFyICzBJ1sJAgJuoEMx7ANg+zGHZqKQi67iTe/ys9mIzTSOSK2RVTZi/t2YqNbIes4k0QGLcn7XmegphtmNRtEowmpbRqZLBHTQhke53erOR7tNvmRvzVGU7Zm6xRtINc6Mc+dqeZ7wXj7PNgSGnXqa/dZWbqJGfCyXDApbqxxKiyISket1qWzPb9w4rx9wIDqnLG40kpZqDpqvU/szSTqAPne9kXrRMtWo6FIGwOLASEJ6A6TaoChCNQOkGs9wlYEnZAVei2ta9l5fNsDzrvvkydCV7pvnjaUt5RyfwgZG8GKREil7lLefoCqJfFEpxkbsXj8WKPp83P/zg5/vfSY3G69dfx7f1av18v4qTnY3iKXLmA1+tlY+ta3b6MFgwFevzDP48U1UtuZp5ZvNBpsPNxCqArxoRjF028iEpKSoXJjfZl8JkMkqJGzG9z89D/Q0pv8fCbC9+IBpgbixGyJtrJMI51Fs5qotkSqAqG06zq5tzwhfnU1gIfihQvsj9SmHwf0X05c+6sH5Z0cltB+I/e9O8lt7dvMydu31f+x1d8j7sCz7O+LUqiPs547rv2g35/m69AyR9wRQQvKVUcNj8RgbAqGxpChCNSKUK840O4PYpsN6mt3KdTy/OHGHXZLFWYSCdLpEiHbwoMDte1ZKTux1a3d9SgwYDgp/zxiLwZbtXFmciuViVDiXDDEsi1IJUtEpM1gS33f8yv2wFVoCA6KvW4DuWhN22xBpYS2s0oCk9W0IJm3eP/iGeSSSXFjhyiSAM5ERO3ZQT04YA4QVFodA1qLuwPSTiEoFIRbKQckEhQFBQWPsDFs2bqEwpkQqNWpcBTyQ0JW9mVX6VLI3e87oSj0KMOTHbYn1KV2h03dy1qDpLC7zKO7f2Y0bCK9Hkqlu+TzNWIDEwSjcTRPiMKWYDo+TVkvkU2lQUpUVWVkbJSF16fwJupsLXsp7DRfQhPVt7717XktGPQzuTDIWn4bmRSIQ7IqCSHwBwLMzE0RHggz9dokFa3OJ5/eYGfSR77QZHTAz+mz02yubfH2RJjRi28x7vWQCMfQvAPUikUKpkktXWTQahIWJioKEgWhuFIl7ptcqGUSOgM9e9V3T7UjNMgvW0k/xF4dKHc/Gu2o5NIFQi/oLH5bwfmb8P8ifB/V51G2+VLA/BnLHFRPSHgiF+uhT4lw5Gzdg0yMwMxZZGyQht0gv/UIT26D4Ogcqm8CNRAmdP6nXPqXf+Tff3eFar7EXZ9KrNlgPODAqyFaISZiL73fPt1WcZBZbf2mIBBCOBO3SYmCRBbKNPKPmKk1iPtgyjUQ0gCUFox3JtURvWDcpZC3J52wQQgFLZwgFh/EqhRg0OZByuDGlRucVgUzXvBKid0EYTlZVDTppDqElpIu9qDciSEXLQhvD9DsgujO8UukKkFKhNKOxWwr0i2QV7pgvKcy3jq+Nmz3yqLSuf5dN4m7I9h9b7SX9m8Ip5NheMEfBo+P9Po9thYfMHLRTyhyiiI+4uEAuaKHZHYN227yX/6Xn6EJk79+cpV6o4piCsbGR3j7/bNU6+s0mnnCiTCldAVp9mPL+9a3b5MJIQhFwiRGBpid8tPYCZDOVLDtJ2ftFUIQjw9w8b2LnH17CtMukSpuU04/IEGOlZsmwz6Nv/v+31MOxSjlm2yWtkmmqmxFvVTr99BFCK9skssUidYk70rwCBsfFkLYrfZO7gG5OKhxdFtXG/lNqgPuevYbsJcP5QfFKXZOvNz/8YXsQ+v12wjOL9r/iwTzbr/Puo1n3ccXBeZPU/e7f3/aze0GMCnBtp1Z0+oVahsPSS9e5/KDh2TufsW7AxbzP/8/MP1+6hnJ8uo6n338KUYhxwA28aaTHWVIc9IStmfUbGchaevXwgXnztKC8U5sdHtfLOymRdCs8hOP4zOhOqEuXgGqaIWpCBeQd8OrFPuP05bOAmD4YHgGceoN4rqGN7/B4z/+OxMjg7zr9zKm61iZDLVMHrMhaTbpZFGB/Sq5RjuMplshb+3PvgGY7Ak1susi7ZsI6IAwFek+Vy1H7gGcbl9u1Vy4futWx7u/c8+Y165HFQW8ASeF5OAEA9LkNfGfacotdqselnPbJHfXseo1Nld38Rga596Y5saNB5x/S3Lx3EVK2ShvvPsGlifLlWufMzU6jvp+gt3tAvVM6eA6u29969srZz6vl9PzEwyGLH72jo+4Z5LPr2YopkvUqtU9OBeCQDDIez/8gPPfmyefucbW2jrhwUlkdIiH93LoxSr/6eI0Z8ZHeFS3CIU9fP3lJvPhPBld5/5mkbM+hdeH/NTqOsmGTV5x5qXw2jZCtiYVEkpLdHWrDO16r/uR4N/W87ljQbmU0mmYT8KOUrF3QcwLvzwvcgPfBTA/Sf89/ovP7Y9n8PUsYH6MTv1Tv39aWen6QrZgvNmEYh754GvqqTU2ttZYXE8zZzQYPDvKg8sfc7fwaxqlPJMxH695cwzFJaLuVI4jWgvKuxRkTe6p4m0Q78Bqe5p44Y48dlLmebAZFpIBw1nfEGAIgaq00jYK10DIfSErbTjnSSC3LLBspKJhh2Os5Qpkkmv4vRDQLCbHI3hH5kkrEcSdS0RtUBsW6XQZ07Q7p619PFrnuNxAru7tQ5dSvu+i7Ls+XefksDCVbp9P+BY9/ltdZToKeNe9se+pguuc2RKpGchAkIass5lb47M7DymkVjj/9gCm2iCf3MLj0VHNPLmdXW4UHoEY4fs//gH+oGR7EyyKfPLnz9EtmD39Olokw+tvZbj7xT2qxTp961vfXn3TdZ35hRlOz45QKyQJBELMfzgFEzaZ1V3uX7tLKVPG7/NSbzR4+6P3WHhvnkLpAY+XVgibCoMe+O3Ha6SWCvzDhMLpRISa4sMzEERoXkaDBoWiSaFSI2HZxHSJXrXYyNSJ1G1sX1vXaNVTCr2fBgu5V98davLJJ4o9irxUe47tH18p3xdS8gzrPtN6vPjO0je1DV7gdl4EPL9I390+n/cavCpgfpi/Xr/t8yddn8UedLnBq9mAso0om4SqFRYaNeJByYDfi15tcvuLz1CqVUZjYRZGF5CjA+R2sniadYZ1Z9BmULRT/7VCU2gBrGxPGd9WgPeUYOGCTCElUiggbDRho6o2vpa6LTqhHepeyEpPGG+pyO3QFRunYrZsJ91ivQbFPNn7X/Px17fYXr7HzMwEBUzq2Q18HoNso8F0KIJ/dJZ6cpe11F38Zh2tlUZESNcWXbHfTlx7V9hJr1SU+0CZLsB2gzhPQnkvID8I0N2NTI9+wb6cvu1GqXNftDprpumMKchsUb78/7P3Xk+yHGfa3y/LtDfT4/3M8R7ugAAIcMnlUqvd/VYhfaGQQnf6t3SvCN19K20s15D8SNCCS/gDHD9zxnvb3ndV6qK6eqprqnu8OUA/ER3lMt/MMv3Wk0++lfkLZnJbPFqZZml5G4pVygM3EbEYmfUaobhGX38XO/Mb1FKSu1ckA+Eunu+ssbq6TDkbIL2ywQ+vxPAX0sQjkp4JQfGL2vdQu+qgg9cTiqoQ6Q6hJHxMzWaJijR3/+ottvLbhKNxfNHb6KUAqDo7G1u88d4ki0ufklqaZ2erSFlKMttJaqs7/DAueb/LJJZcpvT0j+S6BggpFd7+4S1efj3LRilNtwZ+Q7KwVUQvmkzU3zVqo0YORaHx/WDdoxzVsbSikxdNyE+Ioynl9eWRHPJJuzpdN+q1DmM5jzLOkpg77Z+mbafNS03MHc7joLRtz8PjoKeKXm8ANxFz0yJf0kQIE0UP0t0zQCIeR6hQUyTvxDXE2CDBmw+o3niLjT/9mcX8Ag8UiGt7o63YH3YqgOIgr87ZKEUr0irqwoZiDW0l6nHXOPMrivVRZCP22mHLrRbbqq/d8EBAPo9cnqH24hHDSyuMCYN4PsgnaYNwNo2qTZHoHURMTvIkU2VxZZdKtsZ1ARH7LSBtQk7jbEXTyCgKjvG6mkm4p2ru3OexboetSLyXTfZc5TWeLfdx9p65pp4TYV0vYToaa1ko5SC5jrq1xqhfZ7toUEpVSMyvY17voVIIM9FdxaxsMXHtDvlsmanpeQb7fseOKnj5xRxaWeVuV4j3rw/i7+1hc2GRhZkdioUagQ4l76CDSw9FUYhFI4QDPhLDEfLTeXZWdvBr/4kpJaP3b5DoibMxu4lfhHnvo7epijWSz+cZHZ7kB7cjLD2f5ptny9zxm/ywG26EVWL+EF3BMAUT7t+4w04yz2Z5hj6fYEBIfCYYNZOrfmso2phivWsaoo7t752EvB1Oi2S7o2KOku+o5ZwAx4spP0gtP+2Yw/MMY/kuEPOzLuOsVfOT2j0PxdydtlVoitteWxXdYcTdvdcUqmA2eKBQdGQohiACmoLm0+gJBWFoHO69z7YWZm3959wJVHkQVIlJE7Uq9761qRdjK8q2Oi7sSXxs4rqXcq++Ds64N5mAg7wrdRIuvGwI9s3oZrK3ImtgGohSgd5yjg8jKkJRKKXW0Q1Bz2gP+tAwxugEy7LK9PRjArJMMBQgmytQrF84YdbbAvX6iH1jotuNBff5tVo61ltN8tSKkHsSbtGc3Uar56TpxVLvVTHti1cFswbSIGwY3PJpxPN5zFyVeEBhwqwxtZ2isLhAINaLf/gaFd8oUzOfsDG3i17KIqJ+9PUcd7tU3r12l+E7H/Cs4qeIQSpZRq8JNE1DVRSq1SqyE1/eQQeXEtFolHc+uMvEFcnM8lNWNtaoLm/wwJ/jp3/7UyrDYZ5szLK+9oKbXXH8lRr54hJ3byZIdA9i5MoY0SAaJmP1eS16giG00QeIN/8HxvqvomS3Wf3FPzEyPECvYjBcLqAbEqlA0LQmcgthhUY26Q9wcI+yc2SW0yR9l9xlHZmU7zVwHMT8vBzzefWbnidpPstyXkdi7iSirxsxbzogXMc9unzsY23LtB2TQy23QxeE2BuWT1XAp0E4DD39yLEbGP4gleUXvNGrcrPrGgkEqaVV8jtpFLM+gIpddON+ugmqV8y1F1F1boo9ouuOtfYi5qaotwhknZiDFT8PYKKqfkJhDVSFQMBPvLsXcfMNxL0PqPUO8urzP7Gw9AcG9RpZ00e0VKA/sHde1svATcIdo6Z41avphITr3FxL2POFwp3HlddeOgm6lx2n8u7MavNvxblt7xRgSutjKkVHD8QYVlR6/WVUXUGUCoysTvO/351g/B//TwrhMPO/+jl+CnT7IbldojtT4r04/GAsxsjdN1mPdrMxO0ukO8xgfwRjwGR0bBKfLnn2+AX5TJ4OOujgckFVVSauj9NzJcjyzjT9YoLxWIx1ZYNqTWF9I83zV6s8nZmisJknejeKmvUzELlCqcvP0laOlaevmH65hVas0ttlfbzv04OI/uuY4/dIVUs8efWUkk8nF44R9u8yPtwHqTT5rSR6dW8eCWt4cg9hB7wFriPhmOEvhzV9zjiWUt5EzM8L5xnGYhfAGRfyuhPzs7B/mYj5Sct32muneHrtky22m/5ywgoLURXQNWse+WAUeoZg+Br4dYLRBMbQTbZkhvXdXUw2UU1BxZBowhohxbZvdy8KWSfjXiq3c2g/YG+GNte+xtLx8wz9cJyfDVM6sgis4RR18OuIaByGryPvfkhp8gELy3O8fPmMpa0cG8UyflNyV5P46vasaHaxR8o9z8dueLC/np6E2bHvSMTdvW6ft2Of+7lo9Sza8ZjOnhT7ugECFakHUFWVYMAETYGAnys9A0w8/BsqEzf4+tFXfPHFN9yPGHzw1hgvpjZImEWuhwUDkTBapBvhW2VyIsvcWi9vv3+NW9clfcN3WZx/yfRiEJktIDpqeQcdXCr4fDpaUOXlzDqTo7f4yUf3Wegq8t+nZ1haT5P97X9SrRncVKrcGevijY9+jO/h3/NqbZ3Hn/yWR18/I7uTw1eoMqpJ+lUISiBfoPbqEWvFDf6yvEqhXGBpq0xxK8/bb7yDcus+G7//FXoqj1qtAE5vf6aM7fLgIsJXzoOvHqbg7wQxP49ynATvLMo4C2LuxnFtn7RuBz1kbsXbi2jjSLPPtrMV0qIg6XWsTsiFak0Yo+rWpDG63xrxJLNJSVNY2t5ktVzji8UtNp98wz29jF4UDEtrlkrTJr+N83ASaJu0uol1C1XXc+lUh+skVbY4bp+rqFfIVlfsMBhUEDrSH6EqJV/94d/4l3/5OS+fPseXLzKqSSZ9cEW3ZvKE+ogy9sed+0JXxF7D46BQFHA0SBzHbOLdRK6F4757NVo8rtU+5dwDXo00e8OpnkP9fOszqArqDTc/+MIYlSpfffIxH//rP3MjpvDgnbdZX0yxU9lhzAfdusCHoLw+x9pqnlLYIJ2CmtghFC3T3dXPeiRHpVxEU1WMWq1FhTvooIPzhqqqDI4OoOomRi7A+Ng1do0q88kk2YpJWJpEtRL9fhgPC64NJYj1DZKsJfnFL/+Nb//0GQFZZXOjyG2/yY0o9GkQMMHM5qh88xfSjwSqEuX2w4ck/EV6JruYvHGHmd0au8EgajhOPLeFDwjXo+zscMkj4ygk9zz0gTMmnhc/TvlxcF5hLOdZ1nkq82dJzE/T/kGE9zh2Tly2R0WOat9Jxg9Sxz0N22Sy/gGlollEXNUsUpvcRC49ZmN7leT2Gt3BMN/Ob7G6lSUnYBCT/iD1r28chNweCUXUl00k3OvnqFvLsA0v1djVqnY/O02Ote7RDWmNylKpwPYa5pe/wVieo2t7mngxz4gG9/0wplvDPsbrRWgNldw586Z9XnViLh3nZDcavIgzrn1usm2vN+6h2H8Pm+zjbWNf+R7XqLFPOhoNzuMCa+jH+raiWHYzKfKf/ZqNuXJfDtcAACAASURBVBWub28xeWucb/78hKnpTSYocjMh6An4UaXAWJqir1ylMDiGzKzz9ZevuDMQ5dqHg6RqWa7cjLE2WyG5kUQa+yci6aCDDs4fPp/O4PggI7eGGRgcQ4QzPHr6isfPV0kVTEaDEFUgrkBYCHQtTEWLsLq+wNbyC/JbKUIa3NMlb4bgmh+6FWsyOKUm0WWZq6rCeLRGanWK6e0MxYAPNRjnq1dJthbXCKVKXK9Z4khcHFjlPRyWVLdLd5Edd6dQ9rFJ+YWq5aLl5rmUeablcMZlnTUxPymB9rLJKdg9VWLeJm2jDEcGp6LpnqHRXScvYt4gcKL5pygWEdc00HRrKRQwDIQvTF8wQmTiGtmeAV6mHrE+u04PBjcD0KNZ45Mr++rtJtz1n6diDs0KM668rqVTdfYiso3zdTVY7Fj6ag3yedhYRTd66e6bZEdZRZhpxnwwpsGAAl0CwnXziqKCou0fJ915PgcNY+gm4G4i7SbQosV6u9k6nfC8J45j7UJcPOtXPz9TQrFAtJDix6SoJSS5nVUKyRJ3IjUmoyoT3QHCsW5EuA9/tIuJYIicojG8NMsdxeCnoxF680/RywuIUJFgfy9+X5DN5fWOYt5BB5cAppRkkjmumuBnl+31XZILr/AV0gSFRcgDWLMfF8uS1Y0kK7/9Lb+ZWWL9+SqTquSaH0Z81q9PhRgQkPYkcyq6omNWaxib27ythwlefYPN8CRP514xVCoRj/hJZ/MUMTEU5yvQy/+fI/aFgB4i/Tnj9VXKYZ/gdl7lnSm+C8TcxmkT85PaPSkxPys0lSH39rWKYW6MAV4n5LrPiif3BaxlIACBbqKj14kMjbOzucH6xh/oVwzuBmFCs4ap0qFp5s5GufvIs4uQN5F1u07OOrJ3TLjSSI909sLZqGuMYWtvG9aoM/Wh/2oozM9tsrGwwVUFrmjQZxNywC/qhhQ7hMOOKXfNxOk5wY8XCfe6F671duS8ySbNBL1Vulbk3N1YdFepcf9cjTgAFLRAhF5VRRpleowKQwEdoYIvGECLxCDeA4l+RGIApaufqM/Hj/uu8N57JeIDg5R9KuEluHNtgPDDK8y8XKRUKpPc2KYz22cHHVwcdF3n6o1rvPvBPQwfTD9/wcz0DIXdLXSzxqAGPbr1LZGok/L0whrzUxuE8gbvIxmOwoAOCdUi8JG6Su6ToEmBQAPFh+ILk4jFiY/fwHj3b5le3mVnK4UoF1iqws2yiRmgDUFzCzodwAlJ+YWp5RdR+HeVmJ9VOad9Du5Qh4sg5o18LbzMUdRyWxGWYk8ZdtpxnqvTqB1jrah1Qu4HfwCCQQiGrGU4gognkH3DyEgEOf0574SKDE5ECJfK+CpVdIljxBVnpW2y3YKIO8NbhKNODRPOxkPjQnis11danWuDnDsvnglVA8watZ0twqkSf6uWGfHDqAbdwlLIG7OJUrNUclFXyRsfdLYadQUPJceDMEuPbWccuReJb3pcnMS7VTrX8+A22a5HxavxVP8JRVjfIOh+wEQXJrqQVsy53289O7Ee6B2BoevQN4YIdxFVIKb5kH6NUmqW3hGDxJAJMsvgwDBmLcVXvytQyhY6wyR20MFFQAh6+nq4/959jEARpMmtEUl/ushuDUJSpxeDKCY+6hPFSfCZJhPCZCxkzcYcERBWICggoIBfWvs1CUJa8zoIoYEWhEgvSu84eVOSXXrGWzHBwnyZQNVkyF8fDhEQXr7WhnT7x8YJXYJQlPMKk9jD66mUO+Hq6T7zsjiPgs6prA4xP3qeg/K1S9eq3MbDK10OSu5XVG2VXFPB54NAEEIRiEYhEoVQGCIxZO8Qsn+MxbVlvn0xx0hfhNH+EOvz21CqYmJFMzT15tlFuwm5M77cU1l2ZnaSSce+faTRC2LPETqvCdRDWOyZK6v4iiXuywrXgpbiH6q/QDShoKh1dZzaXtiKe/bOpsaFXT/3C8OLmLc4R+lxrOm6eG27X07eRTQddxNzd3iM10e59rkrSr1Bp4BqE3Sl/izpFikPRaCrHzl8E0ZvYQY1ytUc6a11AqE4+kA3m8VpFlKrZJJ58uktipVdMoUUQ8Nh5meLmBXZ0b866OCcIYBSqcTnf/mMQNTP9buTXHsQYzw6hr5mMpwYYHtqitW5FYQhUWV9EjkBcWvyZXTAj0XC7RmfNQGaCYpS95dm/YcKwRh0DaKoKtd6Y+xMTLCzvMMNUeGKBlFRD5N0vz9O1UNcIm9zCo2IE5PyC1fLRcvNsyuT8yjoHMt6ncJZvJTV49h1Ko2Hzd9UZpun7aB0znOwl+6QhH3ZHCRYUazRVnwBiMQg0QM9/dDVbYWuBMPQ1Usqvcm//rf/m69+9Ud+Ngjdk4MkhcagrlGp1CiZ4BdOQVo0E7sGGbfLdxJ19kits35NdWXvuHPdeW77FGbHRWj6dlBaxNy07GiKRrduYhomSIkiBIpih/XUfxQtQq44Rltx//bFk7vq7zwvdwz4vphwFwF3Enb7ejnvuzuvM59X+S1DVdy2nPVxhuvUr4VWb9RpGui61bjz++sNvCjE+yEcw6wuUdB8rGwtsbEwR39PN7nNEi9ml/n44xlePVmmuJNDmAaaVAmpUDUN6wXcQQcdnBs0TSMQDJDN5Eil0iQSXdycnMTwDfOslOT63Ydsx7qYmV8mW4V+aanhurDeAfYMz3r9p9V/KnVFHeqEHIRhQqWGrBrgC2EOTFCkxuPnM/zyiylGSlWGA9CrWGKJDjRmhnaG0jl9r+3rDvNO9nw/Oo5dFE6p7O+GUg7n2yroEPPj2T4t+16k9rh2T6KaH7cxYFdYONbds+RKd556gTYp13VLFe8ZgJFJ5MAwMhiiVswi/AFqCB599gm//cWv6Ert0tsdJ6ZojI70UN0NsLq4SX+tRkjZGxZx76RcpNWphjep38cksziOH8aR2WnqjQQhVKTmQxEKimo47oc1Go2wR1kBi4g2kdMWL4V95+BqZDRtHkDGm66DY590bbd7+bRqlDWOuUh807CN7kaHo7GiqvWPg20yboc+hS2VPBSBSAKkSW1rHmVshApltgrL7JbTfPH5AktLRZ58Mo2RK6NidUxXMCkDAtFoIBmG0eLkOuigg9NEd3cXg1eHePZkGnI1SoUiuWyeSrmfxOB9tKEhPn36DevJEqPhOGYhg2GaCMUigT72iLmGFari+CweEI3Z5qQ0QFYgk6a2uszSZ3/iv8/O8fHvPieYzHHDD4OKNdlQENCEqPdYusMGnRCu5RnhKMT5ggj+qZDyC1XLXRU4twigDjG/WPsXRcyblHoXkfayCXir5fW8+9RyuVcXe+ZOJ2zFQdUgGEYOjML4NWQ4wsrqEk9+/x90RSOk8zmefPoHjN0kIzoo6Rzpl7MsKH6mdivIrMkHOvTrtot0kfGGIu4gd43TOCaZ9SSrLa6Z++ZKm9TWXxFKfV0xaRrH3anIQH0sd3cDQzSfR0P1d1xjd0yP9Kh4u8aGcG279zU9Hwc8Q87D7hk+nWn3XXvhuB51Yq7qdXW8/kFwKALRLuvjznCsvi8GsW5UESdvbvPN4yWW5lcoFIP86TezFFNFyFfQXZUQgBCC7p4EwWiIteV1jGpnRJYOOjhLaKpKNBpG6BVQJX6/n/7hYaI9/WSzGkqgSiQ3S0+XYODdW+ibKXY+/RafUSYGqKIeooKlaqtyTyG33OTeu0BIiTQlVMsYpQqZzCNeff2U9d0S10pVrgThum6NghXBIvqqe56IlvNC2KtHEGy+gzg1pfzcyPAh0CHml7ic07LfRFRa7D8KzpOY72tIeKjlkj2yaQ8J2LAl6iEsKlQKGPPfkizl+ec/fMkXH/+KEb9AlAtUS3n6pcmQApQMdjdyVGWBWkmg1kxrJMV616RojNvdIsyjHandq9jBZLaxD5oc8L4LZttz3xhBQwVXlPpx1wPQ9OGp63yk25aj3k3jfTsaFF5T3bdSerwaIU2rrnz7SHar6+k4DbsOLZ9V50vPHsveoZDrfvDX1fFIAvpGkUOTSH8Qs1ZGDUaQoTDpdIrpuQWefPUlvQkfPjVNIZXESMqmeYrc0HSN/rEEmWyazE72e/ty7aCDs4aiKIxPjnLrwQRapIo/FCbm7yXaG6NrPEpVZlFKGfTgOJurZZYXk1RWNghmakQ0MO3PTWwijuOd4PL/QmJ9xC0l0jQxTDBNg4FqiR8poAStMcm7BMSxPhTVhaOXTrgEEvf746Cwvka6E5KHwxDEC/RZpxq+cqHE3PXuvkyNhFPDeRPzsyrrpOfRKt9J7R6XmB8nvtwZxmIfa6jB9Uy2Um7zTnvddmqGAaltqOYoFDKsffsZYmcLTZPEFcvkFZ81XGBCWo43YJqEgIDP6mIMATqiHvLhGDrQi4jX1ZK9i+ShdDSRWde2c58XRFPGZpsNcq5gBTYqjrQeD6xjCMC9bWdjwpnGWUdXfb2291fcw4kfQNKdOOi5a3XcPWqBxPqQ033vhIOU6746IY9Yyni8PtJKdx+FzDKZucd0j95DiB6Wv/wPFqYeETdr/OCND3m6OIuizWLSOixFSkk6lWbU7OPGrQkefzlFpVRpmb6DDjo4Pnw+nZ6BGHlfBq2q8OFP3qZndICnT74itTOLpgsmRsZZWN7m62++JJSv0FMrgCqomNbH/kJaarkzfrxByIVirds+qO5uhSlQTEnAhCEB3ZplR5fWGOh+LEIu6hPbCaX+PUtTCEt94RnS4nJ2TYJJC5wJkT4CmTil8k+dlMPlIebfyTLPk5gLx/Is7Ns4TfuXkZh7ZrLLcoex1FfsdbNuWzp+YDk4vx+6B1C775Kfm6JcrtGrSEZU6Fetoa0iwhqTPITlbLsFjOhWN2VEWPtVUZ8V1N296Pzg0z0M4j5i61rfR0q9FA/XbulO67jATeEzyl5iIfeuoxcRbkvGj1n/Vufk3O9+vt0EWjRl2GusSGgpQ7ufTbs94i63qYEh9pRyrf5xcCgKsYT1S/QjownMWpbtza/YWvgM3cgSu/EjRsbu0dU7zpuahj9i8u38Kon+fpKZHYxya6JdqxokwnHG7/XyYnae8nrFY/jNDjro4CRQVZWr1ye5ff86hA3yqU0qWy+YSj7j2eM17l25yfsffsBGusLzz/6D7HqK3XSN9UKeWM5gImC5T0Xu9ZHuEXLrPSAazsjywwLRGPJUxSSARGNvsjZLbReoQliEvDFxm/2dj/1ugb2ZlJ1wiyAtcGEkswVO0b+9/h96uuF4cZ2bWv5dJuY2LgsxPyzvPYrNk+RvpYS3TGPvcBIym3Q6SGiTMmHWh6EyrZ+UoOrIrl7k2HWKwRCZqRcEzQoKVvfhgKhPo4ylXPiwHKbtD1VhKeSqoiBUzTGet+08XUMHOolty+EQHRftQOJ6ABqKeqt/sdi73nYvQ+OQM73iIqkt1r0qeGRC3uLk5CHyN6XHu4Hg9Vw2jZhTP9gUQ1+/n6oKms9SyLv6oH8EGe+FaBcyHGdpfZ7Pnq8wNDDJcnGN2MyXjL/zd8SDPhZXvyCVzjA4epdr94t8ufwpslxpeQaaphGKhMmUMvi7gigVndxuqjN+eQcdnBaEIBQOcf8Hk4zcDDK7uMbi4jJzX29QqVa40RPlH974GeWQxqf//htG1BL3hnuYze2ytCuJIwkG90ZaUbHIuXD4eNEUykhDWBBC1l2OQBMmqnA4JmH3ulpCQGOOCMVByBsqPHt+q6VAc4pwd6oelPaCcOqk/MLVche+08TcPrnzIudnVc5h7B+17NeFmEtHAicxtwmMrZSL+myWtRrUahbPC4XZSO3yu5//v3z9yR9Irm8zYlpTIjfi+tj7qt4ah8Qan1rYzlPRQFXr3YttwlfchBzX0h2q4gxT2edsD1JD5B4fd6vm0uP6umMMW6rHovm+uom82xE71W3hsQ/nMY8Tcu939wQ08W6vdN5mD+fUnC+/ulKu6xCKIgcnYPwWhiowa2WoFlmfekxY6vgCKh9/8og7fXmG3viIVCrD7NJjVlcq/OoX00w/nkaWq/h8OtVKdX+pisLg6DAjN8dZ3HrFOx99wNbsKtOfP6NcqHRGZOmggxNCCEE0FiESjbA4u0LvlRiCGv39/SxsZVByOe6MgbH1it9+/S3zj17w7kfXuX3zCkptFjZT3JDQo1lhJhp7H3cK21/g6DV1igT1XmEhBFKRgIpo9FbSyNcg5s7fvo88nc7V6RPdTteBfWT5GC/4g7JcsHbw3VPKYR+h+s4S8/Ms86KI+UnKe52JucleGINp7mUWVSgVIZuhsDzDJ7/5N379y98TzWeYFJIrel0lx/r63XK61jB1omnM6voHgEJFKE6n6QxfcYxi4pxkZ5/TdDjUpuNOHPImOJ2yrcC4Cb7babY13eKBchL1Rhmufc50Xh8XOYn+YYm6ozOkbd3bEXPpKtMdxuI8N/te2jHlPj8EQkhRYWvtBcb6FP2Tb3L33j2kuMqrpV/T5SvT0+WjnF1iZvozsrkKa2saS88W8eWq3H34FrupHRZfzoEpkfWeHSEEPb09fPR3H0Lcz9azbUYnovhvdRMK3GJ1Ns3K7Aq1SifGvIMOjgtN07hx6wpmQLK0tEvXyy2u3fGTiPhYnVIRElY2Mqz+8lNmt/K8E9R5EPUznSvz7ctl/MUKvRErrDEgmgWbJlLtbNjbsP2KAsLEktfB4aPtnzNcxRW64hR83Ha94P4A/0CcJwGr47KHr1wKtfyiKtEh5pfL/oUSc4+M+wil7dQcjMomgaa0nJ4p2Pvo0wSjBqUCpeknML/Ae6U8Qz7oVqFbgYSoE3IJmqK4PrJREE5i3vgQ0EXGbcfZalzyvRNwLLyIa4sLdygn5szr7CK1t8X+w57Vczt/dyKPdI397RpXbYh6K3gq4qJp0bTe6vlr293rsOdsXAnF6m1JrmPml1jdfMnu1hJ6QieUGKGkxDGKRa5O9KMFTIQ/zMjkVeKFXaZezfPeW/fwoTByf5iZxc+Ix8agHCKTKZBOZRgZHeKdv3rI9YddfPnFVxQ3F0kM+olOXGE1HKSs7LC0tI6oik4oSwcdHAOapjE+Ocqdh3cpkeLGzetcud7Pjbd15l6s0h8PkdyCfK5CuFDhngLjuolvZYGMkqCQLjMgIKFaceA+Yc+4SeO9IJwjN9n+1jkRmu137E97mpR0m2w7Sbgzllx4+KpTeOFfpDs55bLPTCk/N3X6oEpASzHrPMo9N5w3MT+rstz2T+PGnbTOxybmLTI3hVDY69JF0lzhKwhr3ahZO6tlouldPioXKfmtmdl8wlLG/cL68r1phkt7nFi3Ct6kiDuJuNNZ2sqG4zxarTdO4QiKhpOAtiRrdlpXI0Y0H/bM15aIt8jcrv5HIepNRLtFvqbnoEV9mv4Hjh6WtsTcvm9ir9ElTajVqPjDPJ1Js7sww2BPgPLWIn1DNxkeusmKblCji7RRYiO7wcZGiVu3dH7w5gjPppMsbTzm2jU/Y3/9kFIuxOx0kuRGjjffHufmm72sZVfY3twkauZ5ZzSEfuUKS2uv2N3cYbC/h0ImR2o33eZed9BBB15QNZWekV7Gbo8R0roJBvykZYmFjQUevVrg26Vdxgxr9K0+HYIK+Gomc4u7zKRT9BeL3A3CgGbN6GmHryhOocapcjeRZpt40+w7G/7b+d5w+J5W617zQdh+ra2w0WJ/O65gNx4Og4PSnTHHOtPwlUtBzB3oEPNTLuesyvrOEXOPnW57TY5A7p1349zl3s+0Yst1odHvD2DWqkjTbKgdiiJofFyj2OEpgqYuRCG818G1j+alfbxxKu4LItpco3bHaC6jcSlcHnJf/HgLD+p8aXjeDw9Se2AdD6i/V8OrsbtVRkc92qni7mKk41hTo8aVpzH6Sn2M8vqvmkkSWFvktmIQ3NpiV4WuUJHQyFXCiShFuvnzl08oZh/x5VcbDCcifPThONniS2amVgjXRlCrs/QND9PVU0LRVObXvyGd2eLR1A7T3+zyP10PMjrQz3S1iq9L48adMaJvhXj59AWVx1WKuSLSNNtd0A466KAOXdfw+31oQqW3R2d7Pcnqwip6SBAK1ShtbVBOp4gHrCEKE6ol1JimJLWTYagkuRqGSR/0ahAS1nFrAADXBD9NhLzu9xpCiIfPt9Vye5QuO51z8rkmcu7I2w6tvrXxTHvA8cPgEugEZ07K4YKJuasSHWL+GpXlVpRP8093nsR8Xx7ZnMZJ2hpEXLoIe/2AlGCaCCmQqo7iC6IoOkiDveEUhTVetT3GrHtWS/Ag5c59NKdtlnubCV8T+XScg9fJC49jB13LfU75kAbc5NS21dLpCtf1dpoWrm2PvK2Ou1UfrzTOfe0aj17PX9PY9bh6G+r30/7IMxiGWA8kBgjRy9/+7B/QAxoi4kdPLaGEdXYzBZKVAIVqmkdffEp+c4mdzSJD+m2q5QTrazVWl7KMB7P89Qc/pvf6bdYHnvD8xQzVZBYzVcTYyNMvqowGA8jMDuldCAQCoJeZuD5OgQlKNcHSkwWqxXKHmHfQwQFQVZXe/m5uvnmN2/euUazkWVtc4/GnjxgbDHK134eezTDil4wFoEe3Rt/SsdxBSJMMBq2RuGICosIaBEAHlKaPMV0EGgexhmYf3zS0IXv+1T3CitNmE7F3vF+ahAsPJ+mpnrd637TDGZCV1yV85VLhIlsHHWJ+evZfV2LuRUbd+90DOUvXSmPmStkgYkLUh7kTqhWW0EjjcHxN5Ju9dfs4bfY1kT0nsXQ7Q9HiHF1k9TDOq911FS0SNF0rV5kHhdE4R1PxrJ+rQbHPnGhfZ7cSbq+3Ohd3PVoRfeFYsRtxTUp9/TmxP/L0BSDWjRy+AsOTCGESGJqkJDTKlS1qAYWp6TlSqVV8XTFQBW/eiaJdv8rSiyTLy8v8/P9ZZHkjzb2oyv/y4U3Gbl5jLV8mEo8Tj3exWzAZHxlme/0LVnZzBCpFqjOPGQgNslEO021Cr1rg+uQAu9sZKEtWZ5cpZvLtLmAHHXyvoWkqQ6P9DEyMMX7vNmowx+bGEul0ntxOmvWdLSozCpt5gys6jNeV8rCwJvMR0Ogwa0zuI+1hcgV4quT2sp656dui+rLh81sJOW6Szp6946JV1osKyzgDZf3MSfmlUMuhqSLnfv86xPz07L/OxLzVsVYZm8gXeypoo0uwPgunKqyPQj0D55wO01mRFkv3x5zursam8/AipMJz1Rtif3WbrpdsStrOzCEL3Et3EJG2i29J2A+y0aY+TS+yNnk8lXHXPmePgHOCKefjIBTwB5GJAWSih0IlhWEWyO+s8J/PlllbfkZq7Qlm1cfQjUnUWoagX4FKmcHJAUoFH+nNHVJrGXqlZDyoQnKZR3/4V2TXMDWxyu9+P4dai1EYLvN0LsOEAoN+QV8oTN/kNboJk9d9VHxArUw5lyZTKFCqVVFUq1Fpmpeg77iDDi4RhBAEg0HGr4/x1t+8w9zKEp//+Uvi/iIbq3kGzDITQYlumgwEYNwPIz5LJfdL0KT1elAEKKa1rUnrGyQFAVjjiO8fbcVBqvdUhL3lvjkqHO8P+/i+gQHcpL1N/qYyjnTF9u/yei22wiVwQeeilF8aYg7N4tJ5l8s5F3oRxPysyvNSnU9azmUg5s7jQJNibhMtm6A6yZZNyhWs0VkUh4q+D04C6LUuGpue63AAOXenbXGeR7nQ7u7KfdfwkIT9qI2Eg9J6DY3omecAW4dtaLb6X9lDZjaejXrdpKyP2mNavSf1yaak7oeuHgpGlbW5L1jemWHx+Zf87qs0yc00dxOCv/kv/4WnqTwynWXLLLM5u0xcEShKlf6BLn50Y4KFpV2mp5f54tNZ+sZqaANVZDCPljPZnpkmsmRww6zyw37B1d5uQtc+RLz/v3E1HGFne4EX8y95/OQJM09XSK9lCWgaY1cH2E3nSG1lWzy/HXTw/YOiKPQP9HP/reuEe8LU8qs8+fwP5Ja3wS+Z8MEbPTDsg6CwwlGiwpowzi9BMy034JyxU5X1bWmHq6iIxoedzgnjcKncLUQb57KR3rVfwL4QGLfC3g62bzsNtDNzSVzP9yN8xYa7h5dDvKdPu3zOudB9XeZnXJaNsyTmtv3TuIGXhpi38Qheh6TT6SkWmXcS+H1wk8QWhNutThz4Uc5BRPawJLYNpNe6o/FwwOm2L8t9vu0q0uKgdKU56JI5lfjDlO1+zu1wFen6EzQabXVibhhQq0KlDPksxbmnzO6u8WrhBS+XXpJMZwgmDSqZEpO9PciVGbKrWR6+d4+vp1+S2ynRHR6mIoroahc333mP3Y8/ofRihXSmgjq7SGBji+DIEHqmxE2tzB1VcqUPrvcG6OoZRnSPU/aZbKamWZx+Tk0pUTS7ULQIfq1EvCvGlXtXiKV3efqXWaqlSoeYd/C9h1AUent7+cnf/5Su8SDzs9PMPVmgr5zlJ9f9XI0IBoI6fbpCqFZBq5loUqDVTJSqgVI1EIZEmCBMsTfQlj0DsKyPR45irbf6KNOtkjcINs37nUv3hENeSrv3WTtWPdJ5iR5OfnPeOIoCfwScGym/NGr5RVfkosr/roSzfCeJuWyRxg5baRGSIqFpsNjGsIotPIXYt7KfoDc5U9d2k7rrQcbd5NRlen89DomT3Bfn0nn+hybtLQ56pXerOZ7P5wHEvh0xB5pix93PisRS0JGAYe2vViGfheUZjOefk12aI5UtcjXqQ716hy+VHTI781S3d1Eef8U/vvEQOTDMzhdPkMUqyak5soledmqCRzOvWNncIKgJNANEuYKoVcmk81yvGVyJS66EYSiiEo/FURNjmOEetlemeLU6y/ZahcTYEIsrL+nu7+H29XH6hkfp6hfI5RzdIwOUklkyyXTn488OvteIRaO8++GbhBJZlua+IUGVG1cjXHnvx/REgoTMMoFQL0qliNhcReQKqL4oopCH5Dakk1CqQE1aPammsHxD/Sdkw77nqAAAIABJREFUfZ979mZbKW/axmMd9sWZewo4rUQPj+Nn1RZ/zdr456qUX1SDZh8cL7MLqVOHmJ+u/deNmDd6LuT+Y94bjl31E26U6XRqYo+0eZHzpi5DdzGO/e59brLt1TBqbByAffYOl+34aOH02z0z7oZKC3OHKucoz6d77PWmY14262q5dBYgscJWBNSw1o0qFLKEcknu1MoMigrCVHi+sk5qYZdJxeS6ArdUg2Atz79+/DGrT6aZ0A36aoJYzzh6vopfkUwOCWrzAUjmCAmICElYqdEVgD6f9Yv5fKiBOMQGMLsG8MkSA2MxsmxREIKxkR7evHMP09glqIeYevmI1Y0sP/r7H7M6t8DMo5ektlNUyp2ZPzv4/iEYCnH19g16r/Sg+BZ5962rDHT3kOhJoAS7mF6aIigEgfgEMv0ILanT3XeNgfvvIzaeU11YRMy+RFMKUDXBVKzZN2sm1Iw6UbffEy41vDFzs5tgH6COt1TNoXnEFWca9qfxOn6SF8RRCPklIe/nHr7SIeb7y//Olvu6EnPb5pnlld4ky8teS4LmJN6tyJyXYVdCzzxex1opHq0q6ajrvkaAaJ/mAJOnArf9Vg2Ldu+K1js97ML+0KCD0h/mmDOMpQ473tw0Gs+IkAYKColghJgiqNQqlLZX+F/9Jl1hGPJDd61Kaeo5o9kq/zUkuXpllOtvvk9hZJhhxeTxy78wPb8FhsFwxAflKn4k3Sr0aNaMshFFQVP8IHSolCmtPCZHBv/IQwKxHja3XjEwpJJNbqEUVylVKvSrOf7qH97jxjv3+eVvCmTTaXwBH5srm1RKHWLewfcH4WiEt3/0A7rHh5hZm4PqMsvbaRaWXhHWKoQSPoKBPGMj16nIDLXiFqES/PV7d4iNDFGuPWVlsUS0d5IusU4kn0XzR0CqUCxaP6oWQW8SKWx1nD1/7NzXSAP7YsL37a/DKW60Gl7XC+73xb5XmGhx7KCXxgHvqaOkP0NcCCmHDjF3l/+dLfe8iflJyzpTYu6hXHvyZrm3cIdd7MvUokVyqLp7JDoNIn7UtHA4leIk97VtXo9GgleSfc9XG6P7CLXDyRx0Hgc9R/ZQh/ueH1v9qj84TcTdRKAgtQAqgoBS5BplxnUDRYCuCVRFwScl70d1iETw3b5Hoasfo7jCbq3Ii2dz9Pn7+OBHCQo5g88/fYK/WsSnWx+XBQVoQgWh1ZX6GroSIRzuYivzmNzuFq+mUgR9ChP9UTZfbTP7bJGH1yd56627bJbmefbsCZurecYnBigYVXYXt6yPVTvo4DsOv9/PvR/cou96lD/86U+sTK+g1wwEUKlIfKpACQp8YY3RMZWbD8ZRxS6JkX6Mfj+fT01R3M1QCPSxkzLxLU/zD71+BiZvI30RWF+E1UXrWxMThGnu9x1ONHyLw2m1GnXFcyCAFsq4U5gRHsf3VeJwSc4Vno2F08GFfOh5adRyFzrE/AzLOiwhOa59G0dRzVv9qU5K8D3zSs/VpjIPsmena5yjTcBs5cBLlhZHcGiHUC4OTURPeKNPQtIPIcYcun6eDacDXhT79jt2HLZ3p+meO++xnddJzKXjRVcn46bTtm1MQSia5fWFgk/V8ZmGlV8RoCqoqkrYp0GsC0MPs7uTZL6a58vpVzyeTvPhzUFKQ+N8O73Lq5wkrllTdQcE+IVAEZpVTs3ArNbYqUqmFtdZePk7qCzTo/URDoxQKSSZW9+gmCoz3tPD6o7BZy9nSCQi9P1gEFWAoQxTyRTJp3KdGPMOvvNQNZVcIcsf//0TNhZ20WuyEfEdQIAJsiopZ2us5bfZ3kjjj2bYGCsTjj9nbXEKs5JkNx9j/tkq7ysltGtvw0f/lTImyT/+nODKPDFdQ5g1ZM2ecK4+yZyNhvp9kIPzOu46dlglu+EXT5kgHJY4H5dgnwFpvLDRVy4NMXcRqA4xf03LO4iYHzW27NSIuYc63m77sOS8QcAchNy57jR2HIfjVIMP+lMcRjk+DRwU8tNy/zHr1Ypct7tn7Qi5DU9i3qKOrZ5BLxv77rutljv2CwUUzXoJK/VJp+zZYxUBqgqqhhQaIp8jEq2wndL5+rNFdte2KAUUfrGd5z+fbHGnVqY7UZ8dUIAmNBA6SAXKZczlaXZePObl0iaVconx4TCTb4+zoQT5j18+YXM+xc+GVcZjfp6uzrG7o3Dj3h3iYZ2IrjM9u8HW2jbRSJjN9S2MSs37GnXQwXcAxUKRF1/OYBomWosx+62/s6SYyVHIgtAUev0xMkmDuN9kZ71Ier3M+8Nd/MODm8Tuf0BlbJJnzz7h+dwM7wYiRLt7kSsLUCygmGCNVd5CJWgKSTkJScelvLPn985IcT70u/Wsyj8mhDzC8FPGvXunWv2zEk6PBVdlLqReF3VBzrvcsy7vtOy7fc1hbToJ+VHrYZP4JnIpmxZNXqRpXPMWf8+D/uPHUsLZc6qHzH74OpxOxsmPZlkIdohcBx28jvCl4cH/Fbjoapwp/H4/qqZSLBQ5ChezIYQglohx/+Et3ngvTFwvcnX0DuMJP6baTXFnl9j4HRam/8zGV19y//ZHqKjs/uqf6dpYo1cIdKGBoiNQaYxXLh2jstgx40713DksopO0O0m3+5j9Tmv6oF04etJdvtwZ8rd3xvVjuASLFuJHk5DTRvjwvPQe6Rvn4Mh72HfXNy8OlfL7NU55O3QU8/Mr+6zP87TsHycsxkmcj3NdWzoH6a0CN33kZxfiSnRaXYLuLkavura69m1FlLN5EOY/udq6Doep31Hq5bZ9mGvelEccfI2cjc2D8gqaG2z2OPa0+Nm2hWjMNGKaNTYyab7ZypCvmfT4IKxC0bRmBBzwQY9PEPKpaD4/+ALg8yF0HTQNqQiQNaRZBSExfToLxTJ/WtolXahxJ6Hw9nAIf08fL/Im2vAE04qP5adPeXj/CjOGzmayRHLRxCfDrOxsMPtik3ym0Aln6eC1Rzga4d4PbpMr5Hjx5TSyahzZhpSSTDLD80fTdPfdJPDWCKmASThaY3FhlW7VR62wTSAAsrebZE+CP338B9ZmtvkfdUnUJ9EUA2EqSEUgpOLtS5xE2t1L19hw5/HYbjfC1HHQzs5ZK+BnZP9CSflFcdCWuAwV6hDzy2f/MN1gssXGca9r2/q7PJ6TmO9TDU7BcxyH1B9WeTjC4ROj1aXY16455vk22kRH7XITh3tePcNe2OsJaRoe0/k82Hk937b7CbyUUDMRtRp90uTDiErVBEVIlLpwpgqBT1PQNA3F5wPdh9B8oOqgaFaIjKoilUBDfFOFyaiE/3msC0NIQmE/gXgcInHe6tUoKBJjc427YzG6/ZJgqUhlPEZyIEy+AjeDUYKJQZ5//oLsbqpDzDt4bREKh3nnx+8THQkz8+s/YxrHf5allBSyRYq7gk//Mk2uUuFv/u4dtlc3qRQhoL3i7liIglLj3z/+FavfTPMg7KM/qKJUy5iGiYoBplKfCVjsf4Uc2iW2VRYOuf8UcNgQxpYq+WHtnj4uXCm/DDy4CY4KXYha7qrDd7rsRrfVGZV3mg2NRtyuh81WhNxr93EVc6dCKptWmpWMVhMNtcOZ3esDDLdzcOdF0Juu5wnKd6v+Bz177Rp2nmXXH8CWxBzr3ist7Ll7ORqE3GFI1DPZipZQUX0hooqKNGtY8ef1pIqwYtI1DTQdoWvWuqqDqjVi04WmWuuaglQVfOEufMIETYFACCJxiCbQInFiPj9v35SIcAyi3fRjUKyVWUyVMITGTmaT+++XEFqAl59+TTaZpdb4WK2DDl4PqJrGnTfv8v7PbvFP//RLNhd2UFvEkB8WtVqNZ88W8EdDXBkfobxdZePVN6yuFPnJD99naT3F6mKSakbh7z76gHf6YwRWFig+f0EtkyOMgaqqSCnrLuIA9tNKCW/asX91H1qGrrSpwlGJ9GuGCyflcIHk9xDoEPPXvLzTJuZOW/scwwGe4jiNkKbuQS+m7lZEPVoKByn9p/aQH1Uh9qiHc70pRON4NWqJVoq4dCyd/LWtHc+NZnvOw+3yHOZ5bUXMabHtTNx4AToSCuexelpBfaQWgVRUhLSnA6wTeUWAoiBUpUHAG8u6Um4Rdg10DXS9EdaCroHfD6EIxPugexjZNQihCIovCMEIZSHIZlKEE71oS68QlR0iMsvQgELpQT8D/TeZfrTMwtQuhVzpWPG4HXRw3tB9PsauXuG9n32AKdbZ3VhDGCd/dmuGQSlX5q9+/AFXr/pZWPuc9e1tREUnWNpB+EM8uH+fvoBBjR6mC1tUzCKGoTBYhUnVJCwM6z9/lN7CVlX3JM6iadEeR1HcW5R/IrQpy3luZ8BZLgUph0tGzF0XvEPMvwPlnUU4i/DaeUZ1aUnWXGTdU/l11e0wVT2q4zzrBtVJSfpRXjRe5Xtld6vjh7HjRaSPWq4zjVcDy73fSbadxLzRfrMVc2cFlQb5FopC05tIYJFyIUBVQLGJuWqRcVUFTbdUc10H3WeRcL8f/AHrFwhBNIHsH0f2jCJjvSRTKwgD4uEIU1Nf8O2f/oUbd97g0ydbFHOzpLfXePWyQCGXZ2Tcj9pTJTyoUVpSMEpHj8ftoIPzRDAU5MHDBzz4wQ0SfSW++OolyfXy6bhOKSkWi2xlcoRNlcW1DAuLVfRylbmnrxi8dYOVlTkykQKffJskXszxYDjMbs2kWIE+PwQViWrba/gLj56/g7Y9BSs3TvOF0UbYOKi4S9iWv1SkHC4vMb8wdIj55bTf5ISO8c8+VuiOg1TZm00rLtW8sasdq/PebCZybep4ns/loUm6ON16tSXJJ1BvDhOr3+6ZbdVQa0fM3XHnrRortnouBI2YGOfIQMqeWt4g5YpSV8zrYSyar07IgxC0FHBCEQiGIBhGxnqRkQTl4hrp6g6fffkXxgfHUIIPePnqCU+mp3jxfJNncwVWZ+eoZPOYRYkA1l4IhA6+gIbZUck7uORQVZXJa5PcfHucbPY5NwN3QemCmjg1V2WaJtVKjmA4wpt3RvGZIbIbadbWtkntfM1Yd4S1aA8vppKMUoZ0mWSuRpcOhp89/6C4yfgRVXOvv6OXct4qDOWg8JTTeo9fUrdxaUg5XDK1HJpu/oXWrUPML6d96TB4XHutiFVLtcFxYF9ej0wtBfMjEMLD4tyezxbqjfPwWTxHra7fUXs8Dlu/w6Q9KjFv2teiwdUQzR2FOxuPCk0hLHs/Wym3VXIf+IIQCEM4BvEeiPdaxFz3Q6QLQmHM3C676SkqFMhWc8y8+BM+FbTQFT75xZek1tNQrKDgeGFVJFSgXKjutRWEIKBr1ExJtdYZCrODi4emaQQCfoYnx3j3Z+9RqazQFzCgVmX66Rxmpdb0GchJYJoGqZ0kCuPc++A+if4Cn//mc3Z3N5G1GmnDYG05z7BZZtQnCRYr9Cow7oegKlA0FTTV+h+jWKGQ9venDcLtdEqH6fY7ZVw0kT6owXAKuFSkHC4/Ma+vXmg9LqTsI6u6JyzPxlmHRZyman4axBxxNOXdqU7YxFzsM9owfeo4zRCT42dqLrsdWT8N2KMTHPc5ssNHLgMx97TrbHA4iLutpDWUcjvExSbkNinX6ip5APxhCMWs2PGBCeTAhPV8mzUIx6kpNYxYF+VCgJWtLcrSZH52i+3tMo8+nSK5uI1qyNYdNY5z11WVyclhcmaZ5flNZK0zOksHFwdNU7l15wYPf/QmsWGVZGGdjamn/PCjmxSEjlGroakqmKcTeiURhCJxTDXEn79aRjNqFLJrJHwm/Spg1JigxoMu6FUhCiQUGNUgrGsIn9/636I6CLkEw8lEhQcxh33O/yjEtVWP4XH8tSdpbmHoogl+C1xKUg6Xl5hfKC66HudZ/mtBzKXn6umQ83ZwKZie3YY2mTpnz3Mokn6CG3rUrKdK0Fsoy0dttLpJ8kF5D6uutyThonWeVo0o4djhRciFcBByh1Juf+yp1cNWwnVC3jOM7J9ARkMYS39BlCqI0YdsZbeYW/icr56+QDUqdE8O8jhd4cvfPiGzttuWkLthmCbbuSzxCT8JI0xyKQ+G7HwE2sG5IxgKMjQyyJ03bvDGh0O8fPUNX/zuM24FK4z1J1iLhhmfGGLjVYZSOn8qrzh/wE9icID11SSLT7+ly2+SzZS4GvXzRkzDyBcxKyZBCTFhkfKYIghrOj5fCPQQQvWBVMAwoWZA1XC8Q9zvO1tYsMPc7AMuwn7kv5/X1ThlEnCJXcKlI+Vw8dzTE51Qlosp/7ULZzkFe4eqUwti7q6He8zZcyXpYn+9DqOkn/W9PnJZLch4O/sH3rsWeQ96H7VK50nchXceT/LucY7Oj0HtdZuMO0m5UECozSEsus+KIU8MwOAE9A5DrIta7jm7m5+R2irQJ3Wi42+SiI5we3iHgeEEK4Uay6vLZLdSRyLkUCfl60m0UA/33hliuy9FdkuytryLcYyJWTro4DgIR8K89eEH3H77GoGgzm7eYGNbQ2TLvDkZJhiKE/L76OpRUPTT6c0RQhCPR+kf1CmXnhNWDYZCUa5MDvPB/Qd0+wS5r/+MlkqhVw3CQEio+PUAii8M/gj4QqD6LIW8XIFiEcySRdCRdQFB0jQPg1V6s7jgBbfvbRUG0i485BxCR9rinMq/lKT8dUCHmJ9j+ZeSmLf5d55WfQ+04yLmrarViqQLrwRHwTFOsF1RLXpCzwT7wn68yjwkGfey6zKxt93G2GGfm4OIuddBr/O0w2iaknu0mmyCbxNx57pQHD/V+tlKeSgKg5PI8VvWMIiqQq1qMF1M8HR6hb8dLTCgJ5m8OUy81+DZ9At+/btv+eaTObSycbzea1OS3SwSC8T48P+Y4NmTZWq/N9lZzlKrVjuqeQdnAiEEuq6h6xoDw0MM3RgBsUsmW+bRkxm++Xae+1qe0UgXmXSKnbJKTZTxRQTFXQEnHKfc5/Nx4844o4M5tjayXP3pR/TFE1TXFhn48B9ZWpqG3TRx5RXh5DoxRUHXwxCMQzCOCMUhGAV/GClUSCdhawMqZSu8xjARUtQJuTMK3vXicYtAZw5HYa1Is1d92l7usziBw9u8tKT8onmnJ1yV6hDzcyz/tQhncdk7SkhDEwSeE6J42nE5xXbkHNexxgN8DPJ5GnBf81MNNTlmPdyhHsct2+t5OoytkxLzdse8SHtLIu+otHCtN8h4fam4fvY+VUcqAqO6w876HD4MfF397FR9+LuHUONBdpLfYGphfv37af7wm88QUiGID4PiARegNcrFCguvimhxnRoKd965y1p3kuXpBcqFEoZpnGgGxQ46cEIIQXd3F/fuX0X1m+TyCromQdbIbS4z/80LYvkCb04KBtQqoVqJ1cw2scgoQ1c1gmKHjcUVpHH83pxQOIgaVfj3335NsWjw4L08jxe3uT8ySNbIsVnMUuu9QTaVpU+UUUslCMUh1o+I90NiEBKDyK5+aoAx+xRVUZDJbdRKEcUUWAMmKnV3YBNz+73jJMfnwIxOoyf6POtwhDIvLSmHi+ednugQ84sr/9IQ8yP8w06jzgepr42dcn+ag6p6nPCS00I7+63qdSZ1coV5OHef9A/u/I8cVkXy/F95ZHSnc5LrdsTc3fDwVMedRu30TjIuHKEr7l+9UVkuwOor0qtf8MeXjxga6mHkxl36+rrwh6M8X91lc3uW7R3JH3/5kq3ZTXr7e1BNwUkoc61WY31+k9tv3KRkCnoGYoxdu04sGkUzJa9ezbG7uYtRq3WU8w6ODSEE/oCf3t5u3nn3Hnffv0XZLBAOCqJDI+xmtllfnkKrlbkShetRha7uEQI3PuROwM+muk6xmmBWmWJzfQ1K5pGfRyEEwVAQw5R8+rsnZHN5VJ9Geudrfvjj++hRhd//5x/ZXl1jYnCAxFgvG5sp8kslBkMhlL4hGL4BE/eQPcNIBdLJLZKhAOvSRyid41q5REQKVEUHRXcITQqNcMimSeva+B87yVmErpzlX/kcQ2cuNSm/tOgQ8/3ln2cdLmU4yyHsHcWmTWy87LRU4D2Y+GHJubuMVqaPgtO8P4cKNzkK2mQ+bcXeJsJHsdNE5tvkOejl1/IZsVeF43lyXFjJ3gedsKeKN9TyNoQcwDShVICMpJZeoydVINQ/gFEtEgj1ML/yNXMvpigWa3T3XmNsogu9mqecz1MtlQ5xgVpDAgFVpy/STS27QS31iu5ujXfev83ydpYBIenu72H25SyVwsnK6uD7i3A4xL2Hd+kdjdOVUJhbfITqE9x/MEy1/Bnz87v85ZtZ9KLBYAQSKggp2EovkSylKOR2USpJ7t/zY+bHePVohWqxfOjyhRDEuuLcf+8dFpaXWXo+jWJKZLWKyPoIBTUeP/qE1fk0Zslk/tUCtXyFK0qBn4Y0+sNRlIExuP4W8sZDasJk59UjXq5t8fLVIsWFBd7WVVJFwDCIGKCqAqnWJxQTck8VF7I5HA7YI+i2gzlDptTy/eYq7xzJ9b5yD4lLT8ovmnO2RIeY7y//POtwXsT8NMs4TZvO8Jh99tqQc3c9DiqjFdz1P89n79gE/YiVdL5LnNvHOdfDxjp65TkMMW+VpqnOrh6BpmdCuM7NrZ7bZNxFyJuGQ3Tsl9KKRa1W6Q7EePfuu+wm4qQrZZY3nhELGMhymkBFcOtqF8Jf5trtCF/9eYqVhaN94Ln/ekgqRg3hN5js6+eL372gRyswdPttNvNB7jy8w/ziHOrWBrJUQVMEpnF0lbKD7ycURUHU/wtb6R0KgQxjV24SqlSR5Txrc1vUCqsszWfYXsvyRhCGAxCSJixPY6ZXMboFFBV8YpCrN9/j5czXJPpLlNNZMpkc8oAYcyEEsViUD/7qbYbvD/JiaRpTgor1b1VQ6OmKcH10nISyzZMvZ0jtpIgKyVC3wmhPArVvCIavIYeuUDCrLMx8xa/+v//Gt0/mudrtZyAWZCOnk6wIbpkwphgERQ0hVMCsTzJEnZAfQIQulCBdMI7oVi49KYeL55wt0SHmF1uHCyHmJ3xxH4WYe6nl7ezts9lCJm/lNA9bjjjE9nmhLUE/QUUOUqaPZN5DrTmsjaMS86OU5SbiDaXLcSHdo600Qlcc5Pz/Z+89nxtJ0jzNx0MhAhoEQK2ZydSZlaVFV0+LHbl7c2M292HvXzuzszO7L7e2t2Y7tmPTM3vT011durJSS2pNggRAaB3qPgTIRDJJJpnJFFWTrxkIEIjw1xHwcH/856+7S3vgfOc9BEJWUbq6MeI9yJUMte1tgppKuWkzv1JgTK4Rzt6kS+ki0tvH16aF7bov1DAJIeiKhxk8pTOzmmZls0Bcthk9VSHmK5MuFHGtOo7bom9ogEg0yML0PGbTfPb99tb+/ZoQqIrC6PgwTavF6tI6q1NrfNT3AYNjF1heuMXdb6YoFOr0dIXJFmuMqzaXwjCoeUsQarZDr+zHMP2UfFHGr/yKhmYy2B/i8ulfkFp6xPJUju1MlUq5hmlaSJKE67oIyRvBMgwf/f1Jzl45xdiVGC1RQdVsdF1FQSISCTM00EerqdKM9TK/MctARONvJ5MkrSoDCiQGRhBDkzA4iWMEWJ/+kS+//Fd+vHadcipPpBCkYJs4tRqBpkNChx4BuuMgJMe7T1z3MZCLjorK7Xy9z3V8G7pyqP0koBzeDObc196C+evNQ6di/LLh/KTDMY6S76OA+U56O88Hwukh6bzIdzuOov5SbI8C/Lz+j3rsoR2hYyR61HK1dwmyZ3Wq9v1cPN1hewrkRceTOOCxRyWX2yAuK+01yuWO92RvacRwAnn4AomAn+rqI0oLX7M+e5fsRpYPz3QzeeYXTAxcZD41T7VQf+FVOyVJQpYE2Y0Cha088YDM2nqOxA/fMTAyTNfER8R7TGiGGRk/x+LKLKH8NnLLolys0Ki3XiwDb+1nZUII/H4/ut9gaKiP//Sf/4KHMw/J/NcshuJjsC9KkwamI/Pxp+9w95ubFNa3iDg2oxE47Ye4An5JQvaFEb3niJ75hHe7R2npTe4t/UA4tE2jleX9zxJcej/B3KzD3IMMqaUUfQM9+AwdRXGxmhZGQOOTz4eRwg7LS9N0Jwf59JNhuHQKqyExfrab5ECUlXSWbG6D3qSPX5y+xPjwOdz5awQrZUgOwegl6D9Fq5ahUa9SSG/RKJQI2CYil8cQ0LAgIsDXWX247cbLxXsWO2EqPKmaH6HZOfiiH/jP03bU9udIcP0SGqynlpA83H4yUP5G21swf/15+CmGs7ysdA+E07011Euyg5J+4e93xASOA+cn1RnZN50jJH5kMOfJEYlnKfl7f+qDlPa97z0VxsJj9XxHIe/cKGgXyHd28lRAUb3XkuJ97li4m4/YKizwz3+6hoTJwmqdAUnw4UQ/Xf1jFCMx5m8U6O4PUtuoUi02n7MxF0S7Yrz7+ft0D3bhj/VhbWeYv1vFMBtMDg8xHTQI6DKnriboitrMrRT51d98yMr8NI9uVXHr7UsgxNuQln/HJoRA131EY1GiXV0MnRrj6tV+enqrpLZbXPngFJqqka/WqOTLXHl3knppkdG1KNlqBalmMqR7QB4QoCIhtCD0nUNMfgZKk0b6AcV8C61VpbS+RSvUwAqEGH/nArNraWwBk++co/9sgu1MiqDYotrwsVZsMXfjDnaxxtm/GcM/OU6lUgHFh95VZyO/ydJaCbewyK/f7eHMlT4erDV4tJBnwK7xYbdKIjFExWrwzTdfcOvf/gk3M8OQbiK1YEKFMKCpnkKekEHd26/fodwdSN9XGT8CDT23Cv4KAOMgkH9eAecI9pOC8jeBNw+0t2C+fx7g1armL9PfqwDz/dI+qlr+rHSfSPtZcusJmbvn9VMqfqe9DJXiqL5PwMcTae/j5FkgfdgxR8nzDlDvrXw6FSuPNp/80N3nvSce8FQ8+S6YtyFcVUBVPShX1cevASoF3PQ0m/e+ZeH7WYaiPkaxuXA30VOdAAAgAElEQVQ+wZmhAdxKmvvLsyzPTnH6/AitWovle9u0yuYRvvSTpioKI5MT+Pv81O0s6D3MpxzMpkOj2iI/e4dWaB5fVEJHIT0ncXU0yOiZENMPG1RKrXa8bhDd8FEpVTEtC7N1/Ly8tZ+mCSGQJIloJMypCxMMnu7BNFv0DiTRwyZff3GDkYlBrnzUz+xqkXA8jhFSaDgt7szUcfVe8mTpcur4BRgCVBeE7UKzhVMrk1+5y/T6NMJaJaBqDA0lMfNpUrMZPvrVaRpBh1azSqIryuhElJX8DOnVTQZ9GSKJccpuiFgwSb24THH+EVulGqFkN9HJd7h7Zwu33uLRw03OB2rEtTAFC9a3ZhA+0CUFvaebluxw/at/5N9+90+sP3xARGrQrNqcU2DMB10Cgi6EXIgAmks7lp4OEKdDLHCfFH/2WxrR7Xwh9nl/jz0LiF9xaMmx7ecO5fBm8OaB9iZl7k3Iy+sE85fp82Vd28Pg/HnBfG/ah8LpUeTa49g+6b0KSD7I9ru+J9V7fiLtpySl413aox57mI8nvtc+jd9hPvaeux+Qy3IbwDXQNA/Cd54VBRTZA3VJAsdGCB/9viB/PxKmJ6TQ1d9H+Oz7+M5+RlHYbN35PReGBglFZQZ6w3yj3uPed2vYraMvjqgoCn1DA+iGQi61xkC3xPpyE61lEdAEjYZNaWMLw59HSQmqboizA6fpPXeGuxtr2EoAn+7H71d577P3iPX5SK9vs7aaZXVuDeG4mG83IPrZmhACwzCIJ7sIhvxcfvcCrl+gGTVUIVNEMHd7ntL8CoO6heQPMTk+wNDYMKZisb6VYWNli8UHS5ipMp+GwAB8LsgOuKaNu71F49t/ZPqr/8ntfJOhMwPUIlE2t7dYSJtMyHBKg2JI4u///gMyKwUC8Q0aWxtUqjWW12v8qt/P0kaRh9OrJOrbRHrh3UuX6br8AWu1LFPfzpPZrKHlC7x/6RxS5GN+uDHLxvIqo3EdzafQUB2W5u/xr7/7BxanllAqDVTJYkCCi34YUz0Q1x3wOaA5IDsdqys9pZK7jz9z98I5HGky6Mn/oo9fvg54f05/PzkohzeDNw+0jsy9VrV8Jy+76thrzgevMA+vCsxf1rU9CM5fFMz3pn9sMD7hL/q6AP2oMYjPlXZHAs+T1nHCWQ477qDPDw1h2fPBU2uV74SvdOzaqemg+8Cnew9NbYe1tMNcZAkhC/D56R87R29PD7Lfjxg6C2NXMcNdlDYXeP+DvyTZK1GvbyLNrRAZmYK7Lm7raJdRURRGJyf45G8+RZK36U7qNJwcrlXhV5cSTN/M0TItrFqLIdmiK9qDduGXhN/7FWbUpXK9TPqcTE+wn65ghJ7RXkq1RfrPxDF9gmgsgipLzDyYJZ8tncx9+NbeGJMkie6eJOc/uMDExQE0amiqYGZ+gy5ZkLcNUullVhfWGGoWudRzgdC7vyGd32Jh6y5yEOrlElFphaRRpyXbJBUISuADFBeE5eJWa8i1OgOmS0TRqRfDXF/MoThVtEyDc1cGCCXOoCbjxM1HTM/eYO3LAqm0yfR8hXMRnUImz73rS9jbWT6b1Pnk/Q8JffjXLNdNsqvz9HX70epFmpsmtVyB21/8G7Obm/jMKoIY+UQPy4U807d+T7CwwUdRm+G4Ti8WcQFJSRBCoDoC2RYI00G0bDBtsAHXwUVC7Ez03Ikr71TG94bb7dph6vk+h77O2+w1+f9JQvlPwjpCrF575+FN6MW8jjy8Cp8v08d+cH5SYL7Xx+tQrl93Pg5qOJ7b7wHDscdN74kydcjJLwLm8CR0PwHme8JWdp/barksg6yC5gN/oP0IQiDggbnrgmOC63gb/wkQaMiahpzoh2AUd+gcVtBPtThFdu1Hhs//CsnIc/3adf7P/+M7Vua2sSoOPlnBp2mYpolt20+o1JLk7SqoaRoTk6N88heXcaJZUuvrhCMxYt02jf44d2ZW2SrbnDfAD3TrKsnhSaT3/hI3YdBszWDLgmR3FwN9SbSgTCmbI0QTtSuJo4TpuhoiGhWUmkVaTRurZWJbNo7j4Dhvdwf9KZpol23XdRFCoAV1tso5rKVtJoaDJAKCkViNzdUCqXyTqulgp7boiTsYVot6rcH1h5vkV2Y4/+4kD25mWXmUQa45TCiuB+XCg3LVBckF4Qg0WWJQEziyQ25rCcN0aMkSHw36mRiI4xYzXJ9+wM21RcKBfnRLZXN2mVM+B71V58fvH2CUGpyPuVzuMvCH40zNPeQf/vAjtmWSzmSQalWaDYvC4hL9QYlf6grdY/10X/0ca/A81+7epFbM8NlHl+mTHfyNBqFGA1kJItWa6K5AatlQb0KjBfk8bG+DZe3CtysJxBN1BY/B/Fl10kmA0VGh+XXB/b8npRzeDM480Dob+7dg/nrz8KrA/GWOSDx1c+8rQZycn38PgP6sRuPYPg8J1TmK34POfVHFfOeYF7p+HUr5TviKqoIRgHAXxOIQiuJGE+DToLAFzZrnUmqXVdcGDJBl3EAYp5qhkpnFDpWIJmWa1jZz92/zX/6fb5i5kUEzBaoQJHvinH1nHKtVZ3N1m3rVpFar4SDRN9CLbZnk8yWCPVHiQ3D91m0yKZmxwQmu37nH9MMUS3dzDOESCbbjex0QDpQqa6zlcnT3ySSGetnIV8ml5gm6FvmtNQKuSnIkxsp2k2K5SqVSp3e0izMTw2xnqjgth6XFNTZWNnHfgvlPxiRJwqfr9PR3Ua9XSacK2LbN6uIa9tIqmiEzOxTnN38xwdnTAxQLNaJbG6jlJn6piWTK3Ly3zNzN/0omtcVnVycQNZeNpS1yaxZndDgVYhfKdTwol10QyCBUZFVBVlW6NY2kruOEo4hEP1Kih8Z2BmV9nY9PvYcxPMTNr37P331+gT6/SmZpjftT60SaDt0qCNMhvZnhX2YeMHfjAafjBtWtIjHX5L0gvB+GsaSfYP8Q2rmPcd/5axYrNb67MYOzvYExaVEbHKPW8nExHkaEh8BWSGoycrGAr1pFDnRRe3AHaTuH6jgojosM4ApcSUJIe0NYOsAHeK4K6CSat2PXeSfYyOzm//hp/mShHN4MzjzQ3oL5m5OHVxXG87LDZp5SUF9i9/9NA/Qde948HOe8vd/9mec+44DO3+04FcFRzzus3D312Z7h5b3HHuRj51zRDl9RNAiEoW8E+oa817FuWuUtKve+IByOoSSHvZjzVhWsFgLXmxTqMxCSg1/2UapbLG21cLd/YC29TjFX84bNAYFAVmVGL/UweT5IKWPRrLVIrWUxnSESQ10UC3Nc/3IKTQtg2jrNco2ErmIWb3L96yUikka/AUNAXPXie92mibP8kFK9TL7/IrGeEUqVNdJbixiuSsxXJTna4sG369TUIgnbT0BO0N3Ty4XxEVbX10mVbVxVoYqJjYsiSRiGj2bLxDKtA3/St/Z6TAjhqeGayvBID+euXmD0fIh/+sc/sZXybhLXspEAy3QorpRYX4BobwgnlOA//LaP4uoyd27OYLdsVueWwIIzGnRlNFZrBexcnVM+eC8Ipw2Iy+AX3gRJxQXJlQAZJAUh+0DzQyCEiCWRBk/B+GWI96Fj8dHZLK7P4vrKArHkKNEQKEqFLsNPd75KuZSmZbqsZyosffENlUydU3aDZLFGt89lxA/jIYmBeIhA/zji9Lu4w1dJl4v8cO1PzM0tY1RK1AOCWxslBIKe83GQw2jxAVYzG4SbDeK6jjY4zsqjB/SqKlq1Sch2CWIjI4GQwZV4IoRlL5jv1Cn7NVedbfN+nx1kL1v9Piz9l9wO/qShHN4MzjzQ3oL5wXl4FZC8n19ess+XCeZ7wy1E5z8v0d4EQD9uHk4qf4eW1WM4ed7OxUkq5vudc+g9uOdCi473ZQkMP26iF2IxHLOKg8lmdo31+btcfveXSF09VGsFRGaZQDAMehChaQhfADcUpxaIMD/1Ffdv/sjIcIjeRD+f/kLlX1Zv0sjVURSF/vFx0BMsLMzh11vIPsG5d7rZKhq07DQf/XKY5MAQuh6iaaWIhgKk5zZ4eG2LVt7C0SQirkOfDyKSB0iu6eCWK3R3+wgMDHL9/gLf/fADumazsFFnc76MbIM/32KsVyd0apLg6CVSNYf5bJEvvl/k/rfzCMsDOeG46H4fExf6yRUq5DaKtBrW29CWN8Q0TaWvr5dQJEQwqHL+3UFOXT7L7NoMq8tFXOfpW8BsmqTX0+hTdc5OXiB5roeFUgVZN9BqVUI4JFUvNCW7mma9mWes1WQyCJMG9CgQktoqOSAjEEjtV55ajuxD+IIQTuL2ncLtHccJdeH6AzilLVyrgSLlEPYGayvTVLe3sEQvm6Yf4Q/TrJao1yz8zTwfKRDSIay4hFWI6jKhoIEW64a+MzD5C9y+05BdIqFWORWX2Sq7zCxkMUSaSz1BEvppvlncYvvHWyxtFhkPqVwc6sZwJWbqDaZMmd6m4LzkogkX3XYQwmE3rvypcMCOSunIzdRRK7AjHvc6Qlde0OdPHsrfeHsL5gfbzzWcpdPPSfvaq57uxu+9oprnpJTrk8wDPJmPlx1C1Kk4HzeNJzpVz+v7CD4OSuMgJV3sc9Le67zbMXLBcaDVgOwaxdwM65uPCJ36kO3cFnI0DCOTzBULzN78I+NumbH+QXyu6cWcyxKN8ja3v/+fzD+6xkA0yuToJUqaQUuuM3juFGEEEj4u/fJ9NgvXMYur+IWPzz5/j6pZZHXxG86PJzDkMJVaDtXYoFzdxsLEslo00g69lothlulVoVvzQlcUF7DBaVqIXIbtb3/HjYdLWCWb5PlJpjbX2UjV+Lhb8GeTSc5+9B/wvfe35K0GlftTzK3OM313HWrWE/0Z07RomhYTV5JcfneUUlZmcWGDSqFArVLFMq23q7a8ShMCWZKQZZnBoV7+7n//KxqSRK1aoX9QAspMT+VpVZx9bxfTtFhb2GL8zDiRRA81rYEVsRBdfqjVCEguAeGFpJgti2Hb4nTQC1lJKBCWvJVXNHZUcoE3wUJqK8uSt46/ZkCwC/wR7GqKQj3HQi5PJT1HsWZz5840Cb+N5cDWdI2r5wTBy1d4eO0+jVIJP9CvQESBoAJ+RaBrCqphIAIRMGJgRKg7DrXcCkJRkIxumqaFYzvQcunTYUh2qGW2eXAvRS2dxm02kUMyiZjByvR97j5YoJ6t8bHkMqaBJYGLg3CcdrA8z67X9tZNh8HrC98qL9AIvA6Q77CfBZS/KYx5oL0F84PtdYL5y/Z70n46K76nKg3BC2+FeBx7k9TzTnse6D22v73K8RFtb4O03/vP9H3I8c9T3vZrKJ84tyPcBR4DudmCUgHXblJOL1Fslgj2jiEaKVYqFZq3/sBKtkw0qFBLJvj+7g9c6uslfjECuMjYjMWjTHz+G8KjZym1ttlKr9BqtBg5M4EQOS6cniS1naacmWI7XSOodrOymmIts0pqIU1PM4NhVuhRojTrZRzLYnurSH+ki19+NI6dWmZraZNmw0YXbcXSBRywmyb22hL1BpyvWoQNjcZWitPNIqO9go9GIgydv4I2/iF1qUGjNk8yUcJxargN+2ll1bJZnUszMJTkF//ru8wslDCDQfyyw8bcLOuLGWRJoVqp4boutmO/1ob/Z2dCoCoKhqHj033tmPFehCTj92t0D4dYTK2Sq2TxrZpc/fgq5y9OcP+bRxRr20/9npIQDA2NEh8YZmH+BsVai1Rhi1KhyIDroktevLjietMmZNlTzQOSt1GQweMJnrKXIrjSrqiM01aWFR1ifdA9gmMVeHj3Ol99+zWS1WBmtUTSaXDmr37DtUWbje0VehcKpKRZ5hbW+VR1iUkQlyAig1+W0FQVoftBD4IeRig6dq1M8c4XFBWbnBTk9vffsblVxnBcgsLL40a2xvb2XdxciyFhM6jDKZ9Db6WE5DP5T6eSTIkcgXwBXC/70P4u7k7Yyp4CfSKgI57+96jQ/Lrg+gV9/iygHN4cxjzQ3oL5wfZzBvOT9rVffN4TsOi++aElLzMPO/ZS4HwPoL5o2i8DzDuPO1AVP4Kv/XzSbnxdGywT6hWE3aBb0ZC7JliYX2Fxe5Uvv7/PZNcUpy5eoOr28/XDRcTcAucG+3CEDWYNLRhn+IO/BiNIobxGa3OTuqWxnV6jXJ7FbJYZ6XEoFUzCapixoSDpVIlv//kaAanBe3GDj86+Q9/VT5BCBkubj7jxcIlEuIfffPprgjGF7PUi0VqTlaUcJg6S40GU7ICwQXMsxmTBYERCVhyazjYXBxXCkSTBgVHkkavYoS6a26usr1e5sZqm0QoRicbJldd5YhUk18VsWEimQjWXIb+xSn8sii8UwKd2E/BHiCVjLM+toMkyK0spGo3m2/jzF7GOdbF1n8bps+MMDiUxYjr9Y6fJlCssL8zjC8RY2Ngmtb5OZWOFK+d68fnCoNYIJnTKWwLXevxb7iyPePnDCzSdIrnVZUqFIAtzNZrbJv1aW5kWXjlSHNCEB+GG8EJWdhRyGRBCAlcgXAEOYLtgOWBauK6ASJJmrJ9cQSFbd2k0m6zNpgjWKvz5hX6idplWaoVasU6mUceyN7iEN6G0W/HCsoKShKpoXpy65kf4AqAFQDWQHJcuf4CW5LIydZ/V5TWslkvSJxFRHGQHmk0H3a7zvgZRCaIydNkOei7P6TO9NHwJcrNFku3m5Zn6z0GjbC9qLw2yOyrFF/HxxLnP1zj8bKAc3hzGPNDegvnB9ioh+XX4fZmq+RM+9lD764bjV52HwyrU587HASfuKDGHxmUfwffzhrM8K83jDCM/Naws9nmPtlLugm2DaYIio0W7CSb7CNkmqbkVclslhmIxhgzYaJXpcsuMf3wV3+kkK1v3MNJBEqc/Ro6eo94sUC48oFSbY+bhI5z8MtRMuowgIUnmV58MUCnEaRRtFHmGzbVpLvZI/NWn75P47K8pBzSypTQtWVAsl0mOXuRRFop3ruN3HOY3bSi5xEIeJKkdD1mW8SkqrqoifDroBgTDEE1AcghX9lHfvEfVkHiUzrFdKHH6zDiPbvgRGxJY9u7lEUIQ6Yoxdvk0jpZCam5yfjJOdKybB1MOXWEfhCUSY34MxSQxm2D6zjJbq5sIFxRFxrLt9l4sbyX0/WxnCUNVVQgEgxiGRr1epVjwRh8qjToVp0YkolF3skw9uEk8FGfi/DCF6jwzC0sMWXX6rAyrd/5IrijzwecRvq00sIouzVq9HWIkGJ3s58KHOo/m50EySC/nqG826BYS55I6EyGNVrlKpdJCxhuF0drPCm0g340sFO0HbSh3wDRxazVIb1C9+QXXb1zj7uoGSyvz3JtPkWw1uByF4WaF1Ow0pfUtIqZJjwq9GvSo0Kd5KnlAEqiy6qnuqo5Q/eALgB4CPYTQg6g+g0Bxk3FRxTrVzaVYkG7bIrOaRmraBAX422q/LryHbEOz4VLINfkmvUApWyCgeMd4E7F3fxnvsbfOeJYdFrryrPrrZdmz0n4FbdnPCsrhzWHMA21PYXtjwPyocPGy87FjP0cw3/F1Utd6PzDf8fEmwjm8GTHoR87DEQ88ifJzUmDeWaHsV7kc5bxn+d0JYXG8mFLXFfiaVQoLD5m9fptRt8F5n03SH0GJJPEZEjm7wFpxke1SE8oSF0NRgtF+pmfv0rAabBd1VKvEpxf93Lxd5b1zE/QPDNEqL3HtzjpT94pEZBvddjgdDRBN9FJs5ri9nCW1uoXlFrFrJbby88xOfcuIVqduWzxYKPOu4Q3T68Kb6OmFFMgISQNFR/IZ3jrroSh09UByEBIDEIohiRrb2wtIpAmpFQw5xchEkka6SHEzi6YqyLJCKBpmcGyUpiLxx+9WKM5tMtkdpbBRplITFGsyUd1goD+IP2Rwb+4h2XIJ13WJhEOMne5hI5XDsSSKhRKyEDiOi2mZuM7LpJA310THPAe/XycUCQISvf19XP30KtXGJg/v3KZ4q0az2WJpdoV8qczw+b8lkYiguzaJWBe57TU2Nh7h5rYZign6YpNExz8mIGvcvHeNCx/3EtWDtIoVJCxu35pmeWmDqQdhQt1NzIhOcX6VKyH47QdnOXv2ErLiZ+Xr31Mvr+JzXHyC9jTO9kPshFp7u2AK2io5AA64FlhVqFVpLM9TLbZQmy5xW3DFbjHhh1MKVDa3WVvJkyiZXPLDKd2LWw8rEJLBkCQU2Zs0iuLzVnVRdQ/KA1EIJyASR4RjxJKDXBicwNhYJJ3eYubuNKmay4hgNxxnJw5edgAXCuUWKw/mkKoOVySbQdlb61+hPQIg2hsR7P8Lsqs+PvFe5/NLtFd925xQuMzPDsrhDQHdw2xPw/jG5PdN6dG8rnwcye9BJPycvp7p7xn2rOy4nYT2gr6e1162en5ckH3mec+RucN+z+fJnzjCic8qr4flab9zn1UR7YYpue0GyPHU4koRsbVAdOoOn1JirEdl1K9TzeXIrm3wYLvGRnqNoT8foGLL6L4IjruKU1kn0d3L7NwSt358QL3QJL9VoLJtYTTyPLz2JaV8BrPWpLBWJaS6XOxyGAj4cCWD7HaBO9cfEJHgzIREbSlLtQB2tcpaqk5Edjmteqth7G7kIkBFIIQCkuZBjGKALwjBOCRHcUcvQWIQV/PhlNNoqUVEpkhICzPWY7A5oXD7B5NkT4JzF8aRdB/xwT78YQ3bzdIXDlLXQkzfesj77w7hb4ZJbZcYio0z2DNCqphhZX6DVqGKjCASC/Lxr4epNEeYWzDZXssyOtRLsVBkcX6NXHq7Df8yrZaJZXmTRn+OE0dlRUaRFRRVJh6PU65UMFtNLrwzQqgvge3IJOIJ4iM+lGoMZS2GLdLekocuhH1BokaEQjNHsZrm4e0iut9HNp2m16xwtj+IGuhhqSmDnKEnHsNpZuiJtyiUXMLBGFuNQYK2guFXyWwuUskJLvfp/PaTXxGdeA8rGGZtY4NlPYKl5PA3KmiSF08u2J3O2b6FBbhSux4W3r1j43VqXQcci0CrxSVcBhQoCnDDEJYhKINrWpx14HTA2x00IkNABkMCVZKQZRVkzVvJRVK9Tb0Un6eSx3qhb9Qb+Yl1I0USGMJB9d/l7r3/m81sDmwHV/YUfp3Ha6pLj/vdJCyTj2SvExAXEAAUIbz9CoTE7sZiO+bCkxPH96lUnlclPyi9Y33+DN+v2X6WUA5vEOgeZG/B/HB73WD+Knw/t4J7wHnHgfMX8fci9ryAfpJ5PfC6n4CTFy0/xz3/KGAu9nljr6K+Nw13n9d7r5MrPLAwTVShcKZvgOFwAN0n4wuHkKpFLkguNbdGUAEp18RWgki+MpuFKaK+HpzYJHfv3Gb+1k2y+RaFfJNhv2DqwTKpmoOGjS1Dr2Rzzg+jOmi2g9SoUXUsFuZXudwbQW60UBsOuY0mrXyDQcVlRINkAEZ9kJA9mPABkpBBKN5DUjyQUf0Q6MJNDON091O0GlBtEU4MMyJ9hi38+BIJFjeWWby3hFs36R7tZ+y9EVxVIEkmZ8/ESOerLJckGs0W28Ua+alluhWVke5uxs71kdf8NBtNJgaTFBeyOC2H7v4Bon0TSPlVoMovfn2JQFSwsmqTKoTx1xp88OE5or0h5ma3yG/lKeaLlAplr0/+E4RzIQQu3oTKnQ6GrCiMn5kg3pckEpYIx2J8+dUNmqkmoWSCxEg3Id2HrQiWlhbo6woQMEJcuDBCZm2bZtPl/HuXkAItisUpdKmKXi1gF6HbsjkXhm7ZQVSKbNWzmLqJP+IguWvM3S0yNHyOsXMfUJb6iBkVXGeT5ZUKuY0Gf/7rzwhf/TO+nkrhNpcIq1XWfH426zJjTYj6Hkdv7AC5aMOq2AntQIDTPminY+uAD4luySYsoCV5b8tiZ4Kot5oLgCK82HVVkpBkGSEroKgejEvKk2XaCOH2TcDoOQiGcXwGptOkUs6wlprn0f0ZyqkacQcUyVPHNR6PJEntIqUB/nZnQwP8rgfuspBByLvf0dtYbA+cHzZi90RhOEbBOWpRfx23xAn5/FlDObx+tjzU3oL54fbvIZxlr78X8XkUEd/tTPwNV89fWadInKy/veXneW5st/1n71KFxwlJOejznTT2pnWYSrW38RWSt+yEkBCyjKuE8Om6t+yhqoBhEPAbGJLLJ9E0rnoaubsPxbKRfS1suUWqVGN5/hvKqVVGdYuE30T2CfzCxa5UiJgemLgODAdhSPegoZDOU/32D3yRbpKZLeDWu7CCfYSSl9Gj6/SkFzilO0wY3kS4WHsynCFAQULsAMVOsIFQQPHhhrog3k+jlWXx4Z8Ih0bwG2dBVxm6+BmCPPOLf+T82dOEwhJ9A1G6BgNsrsygK34W13QezmRZur+KU6wR8tlMaDanLl/GuPqXbPt7WVx5iE/P8/FvkiwubSBVVK68fwUj1sfs9EPG+1S6I9uUqlW20nkK2Sxd0TCXPzpLSa2SVCT0HoPi9SoRIkTCfvL5IpVKDYHA51OxLBvb9mIlOoFdCPFK1k0X+yyv2bmlvWHoxOJRqpUaPT0xSuUK25kisqLQM5wkORqld6CbcrmA4RdYAT/JnmHUQJ21hZssL27S59f5/O/+F6RgBN+nMWbvpZi6WyPWG2J15S6p9W3GEsP84mqUmUfzrK5kCQpwGhbW9haNRoOqW2BLypAv51lZdpkYkMmszZNaXUTuFwwPC3r7u5hMBhj9+Fes5Fe4dfsW9Y0lonqThYUsVrpGjw8c1bs9JGk3aMP763bC6o5a3r4mLrjICAE+SaA6Do7U8Xvt/sELgRECSZK8zbtkGRQFIbUhXMh4K7x46bsIHFxquSUUO066ZfLg4X1u3buHVVpnMqbiDwxhbm4RsZveSjEdD7mdv13lX7TnYog2kMuyl48nlHLRmfO9JeDxy33DWdjN+4nZkevdDgA7wmEH+jrywYfbzxbK4c1hy0PtLZgfbuYEJj8AACAASURBVK8LzDt9vyq/J/Fdj6Ka7/rbc/Dr+q3djufOev2lXv+DGokT9Pei6R7n+7t4rehhQ8X7pbN7yj7n7u20sAPjkrd5UFupQ1URqgKKDJoKhgGBEG44hhSMkPBpEOrCDcfxOxZrqVXmHn5HpZUjl5lhcgjOnhnD2soiEWFrY5vMVg7HBOF4yxgawltqTnIgVzYpFTdxSw4fay5jzQqhXIu01WJxNc8ZYTOkQV8byINSe2dFxK5KLkR7qtoOxAgJVw9R0/w0FRCRMaYyVTLW9whRI+RLMDR2muTAOXouDDG78JCV5QwrG01uffuQ94Z1SnKIjeUSqYV1xjSL03EYjEUIn/sEc2QYO98kGuxFMvOIkMzouTHiRpLBszHWNtNMzyzyy0GNMz0fk7IGsH2LDHTF8CtDGLE4d+/MEg7o1EWJocEuRgcGiSVVluaWeXB7i77eXs5e6GZ6ahXb1kG4tFpNzJaN3x+k1WxQLnlLR6qqhm1ZNJtNNJ9Os9XAbFkgoNlscdhkU1VV8fsNLNPEtGwUVcFvGLTMFpIQhCMhHAE+XQNAFhI+n4bdqNKqu4xdPM/IxUFu/XCDycluNKnC/KMUxbLGwPgIhpFGamYJhXQmzifJJxS0LpiZfsiA7DARVHDrVWorc7iqTlVs0jOuERmYIBIzKGSjxM8lGU+YdPcmuLa4Rc3M4tpQq7bIPbxHV0siavhIWyYB1QahEymnkZcKnBFVhgIJqvUg5ZbC0Mgp7q6V+ePvvyQ1PYdazLFq2dSaELa8pfcVPJCV3HZf1W3fK3SErjwFrZ6K7koe+krCRXL3xFAIsSO7twHYu/eE1IZiSX4M5DvhMZYF5QLO7C1Mp0g6McR3a0XypQzpVIHhkXOM9w8RlhRm//AFSrHpKfDt7yC7j1eOkdzHcfKSEEhC2lXjn4wpF3t6EXvrkOex50zrecJQ3qDBpmNB+RsDjMewN4UtD7W3YP5se53hLDs/yM8dzjsB7XUD+o6dKJw/I4GXAeedqvTzpHtsMGefCmSfkBVog5fY817n+Xsa2x2VXJLbIR8+j0h0HXwa+HwQCOJG4xBNQjSJqxsI3Y8bjFEuZ3n46A7/73/779i5FT7/swtsLWfx6VXKp4aITQxiJM6Q+/5rhgBKRWTLxrHAtdrA0x7y122bCz5vSN9Xr5GeWqBUWWa8XueS32VAhZgEIeEBvSYeA3kbMbxy77heXHyjjrm1wszKLFY8wlRd8Ic/fscHF2KMnOmla8ylUinS3XcaXzLItVtl5qcWsRs2dr7Imllgo7hOuWTSL9ucC8KgD/xCoVEvUsx+S1MYGIE4uAEqLZf+iSi6XKFZm2VzJk1jK0P/hbPEBk+RzhS5eGmQyhkVzACbq9/ha25z9vKvGEl0oV6RMO0iLWwmI6cJxYd4/4NLDI1rRL6LEo0Okq+VadXzBAJ9NE2XYmETp2ERVHxEonGqW+u4GPj7url39yaFrTqlUp2NpWVce/+KQwhBd0+S8UuDlLbz+GSNgbFRjLDBZmoNXTEIxGQiCR89fQPYTgvhCCxbobS5jNOM0D15CjUoSG3HkAIyXcEQE6fiOH4/Qq/TyKRYvJejd/xT4n0TDJ9JgFzkkw+uMNIzyNf/+hVbt65h5Fa5/M6fIYLdlKwsBRzMVoq+7gEWFmaplpaZaiaZ2SygWx5oKg4EbYt3DQnJ0DBDCex4L07fKeLnP8D2aTTsFr5olFStRO/IArpT4vtrP9IfMRgZ1JmtCDaLEAPGNEjK3gTJXZCFJ0NXnno8cUW9YyXp8ejY448e339PjFBJHfHcu8j8uDybJpSLyGYD1amzPjVHUNJ4771xNLnMnx7M8eP2BnGfhJopM6B6CrjiekC+F8x3gJz2CBOS7AG5JHV0FnYz/Fg5d/d815266aDRviO1VfucexL2IlD+PJ2AQ+zYUA5vBqMdx34S+X4L5s+215mXJ3zvpayX6G/HXgTOj5NVd4+zXRX1FdthLo98LZ7zop00nL9oOMtRy/2zFHEO+Nxth8kcmK8dGG8DuaKApoHhh2AI/AEPzg0DInFI9uFoKpYiU96cQY8kWc8U+ePv/wfXvvgHCmsb/OffvkskGGV6sYKllLg4fg4x+C7zhQLNWARdTBB1HtGvCSqlBoWyiWU9hh59hwdcL7wFs8llF7Swt1xcl+xtc+6tJiGQhbQ7zO+tG90J5RZUSshLD+kuZNnuijO9ViYzt4E6dIXmZoVVZ4NQTz+q4Se/obK4YDE22MdIRDD4i2HKqQ02lvPMLmSwqzZ9mrdKBY0mIpuj5ZOYKz5gdcPi4uUhDDXE4IgfQ4V8OkezWsGvalSy26QX7rBe0rhw0UcsWiedzdJySwjHppKepyk7BLoGqFdc0qk8VtUi2T9CWdS5duMh1UYJK5ejtF1EkVwMKpRyW+iGINwbZ7DPT80q05Q1DL9gu77FWjlDqdiglq0futqLC+SLRaYW6zTsJv3JCH3BABUXtFgd26xRrUsoZUHe10DGQlIVqhVBwzLJ1rLUp9eIdGkgF0hnGmjVCMNjV6jJaZaXfqCQymEWA/QaEm4kTvfwIN/9sMHi9AbT8iNufL/AB5pFfziIGfJT0xv0xUfQ6lCsuazMb5BOZVjdyJPJplhernBV90KYAkBYQFjXkbsHEJMfwIXPYXCSpj/M2vxNFJ/MdiPHatqlUNGxa8usrsxRyzRYm99GawlO+SV6hMOw4k0iNtpKs8TOgJVgV72mQ03eXTZwB2B5PMq1370nOo7fnVzZoZo/kTbeJFLLQTSb4Dr4XJOz/gDK5HmsrhiVG3NkZ2Ywmi1qsst5DZKaNwol2+2U3MeTVb37TezCuHf/yI/9dyrlB3Q6HgtEe0cKDrCD6q/d63qIdXYEjlrHvkEqOTxH+MqbxGg/O3vTwRxef4ZeN5i/TtWc5/R7HNV8r9/OilDs/fAVWOfvfeC1eEk/xkmX+xf5Lfdeh4POdTs+3E+NgjbJiievaafKvu/P2wYBWfZCVnwGhGKQ7IVQ2AN1nw5d3WD4aG3cJFtu4Pp0NusW/9d/+R9c/+YrQq0c//Fcgs+unOV2PkslXyIvW5SXl9mumayVyyjNbUTBZezUBeIDI/DgBoXZZbAsT8HDU8g7Bu0JyJCUPDDyC291Cp2dGNj2kPsOUOwO9Qtvmbo2xMi2Rb+uE6hW+KiR5/3Lg1z69LdIcQ1HKkI0QsWEem6NkUGVsKER7RqgZtVxsLkcD1MulkjXGt6EUhsaxTK1Oz+w9GOTlAmjl84imy7lhoymDrK2PMXa/DLdqkrKarG6tImo/5Fodx/9Vy+zXMmQ27a4N22xcGMObX2RgfPn2WwqNOp5Hv74gLOGidqqc+f+j4Rbmwz3d2HhMO53SfYmMeIC9cJlpHA3UijJwsYWX/7uO2amM1SzWWwTasUmkuXu7ph+cDl0qZWrVGYq2EBptUZquUT/RDeDgy26gjoBI0h6eYn1qUfU6xamK9Bw0BUfFdNHLG7jN5IUUlnq6xU+/vQqAUWwvlHm2y/KuJtl/nJCJ6G1UBI1Zmbv86c/fEVmJc2Az6FfcjgflQgW0+SX7lMM6LjSIGVL5v50iuLWKrWKxuycwMqUGJFdJnSIy7SXxpSQVT8iOgAjVyDZh6Xa3J+9zTd/+j0BaZMHM+skey+i+jXc3BS9aoVosslZKYCh9VNd2UDOZIi2d/DU3I4Qln2BfC+8dt5Xh1zvzvCVztGqventroXuekum2A44LmogQnLkNJXzH7G4nSaiavxvZ0Po+Txhy2Xc0Bjw+VAbJvVSHct2vV1v26NSXgfDU8VFJ4jvDVs5FJY7PnP3vH9onfOcdqy0jlgJH1jf7ufvxRqL54opf2Ng8Rj2k+lMvAXzZ9vrgOO9/nnFvk8SzvdL71i+n6VGuPu+PJaJA/95OWEmh9lJlv294SwvBcw7Xj/RkTqkUnkqtIUnG5zdoXMZFA2MAMS7cUcmcQ0dp1FDDoahqw/XbbKR3+a7u1PooS5yxRK5h18Trme5GpX57flxohMfoE0/YjgepLaVZ+HhKlev+EmOjJMt6uhdKolPfs16Oc3dmk2zKdHreCtASLRDEWiDkHi8NrQCu/GxKh0xsLsTOztU8p3v57jguF4csGoQVmR+ezaOPHaWcsDH/bU5aq5FwrKpOzYzU/dZX83gd+r4wkW20xUuTvZybSnLncUao463TLTigFVrorVSTCgqEyNn0YYmmcnlyGbnyVfu0SiUSEQiZNNZapUajrDp8reYPD1KbrXJl9cWUDWd1NwmWqPBkFDoLaUorKWQzQaXlRIfxARhZYmLcZfuWIhodwQ11ofRfxql+xQi2k+uJfPDjRus3r3FzVv3ufHlEk7F8nY3xbtexzHJEUgADahsNZgtrLGxIPP+p5fRoxJDQ90MBy2yy0uktlrkyxa1WpWAIyibcDddoFmx6ddc6kvTTLda/PH+KtWVHBeCLoNOBf/aHeq1EOnpMs2tDFrDokuG9xMwYQj8RgT11LvUVJl0vsCjuRn++KfvkUzBB5fP0xMLYue3uByAcZ8XzmQAqisQrgxaEDfSTa5lsrV4lztf/zO3v5lCt0qcGj3NpUvv8KevvmDQzGDbTWpCZmhkFDMwyszCOl0mSL4nJ0dKOxArJMRTIH6AWr73Zu0UGzqP2zthdD/Qb4d34YBwABucfJbst//CXKFEo1LmzGAXibAgiUpy5DxytJ/q4hz5GzeQmk0k1+tkeFGM4vF32QVy8fTD7Xh9kGq+X523W1cdcC12jjlqaMtx25uT7hCcgB0fyttDnW8MLB7D3oL5CdibdBFfq2reViVedcfgJMNa9kvvOL4PzMezoP2EbK/K+yp87diL+NoL5sdJ70hg7h48jPuUWt6hmu986O6Vr9qNrdRWylUNdD9uKIITDLFdztJcn6fn3IcoMqQ3Uzxay1EuZPjx+h0yqW30Wo5eBd6JKCQDQVaXFrh9+x5LW1X0qoXh6owm+5FPX6U0dw/barCU2+T2vR9Y3apwJegnZAnsatODBdeDIAVvVYgdQN/dUVEIhLRHIX9quF+0Acb1nl2BkH1I4Rj+wXEYv0ituk2oIWj6+rh5axNNyWOXaownDUKtGnPTt/A5MZYetfji2iJGzSQe80IldEBzIIQgHgojhk5RiA1Rmdpg5f5d1rI2n7x3llzV4tG9Tfosm34NEsLBWl/hzuwa+YUCcb/EWK3JYBLOGhbR2gZ9ioSky4R6dLqiQbRIDCkcR44PInrPQOIUxIaouw5bhXV+9/s/8Lt//ILCRoFKtoLcdFFPCEYcy8a1bCpNh/s/rLC2FuT0ZD+jk3U+mTCorNRIzS1TKLYoVixaLWiZLbr93i6S9cw22c0ykVKLU2GXET+Iag1rbRM92I1br5F0XJJhuBiCST+EcWlkMmxc+4Lv8nWcYDemVUMpNlEbJo3FRQqpImd2lsZUvPkFmgvCdqHewN1aJX/jj3xdl5jeXKaweIfWep4Pxnv569/+mgVgZWGJsQSkqi5r6yaa0+R+6REPVgp8KIPQ2h1E4T1L7RWJdu+Zp0JXdt7fc2Put673DpDvgnnneR1pstPBFE93Nk0TkcvQbdY4XS0TbtZJDI1Rlnz0jp9je/Q9lnJ1irOL5Bsuw5a3yZbxRF7E/kDemY+D6i+x98U+B54YFL+idmfHXhLQHw/Kd2Zkuy5uuxC9CWx2HHuTmPJQewvmR7PXnZfXNYJw0nC+X5rP8r0XLF80Ly9ir2r05CR+74Ou+fOA+bHsELXc7QD5HVDf2+gI0Q5T8Xnx5KpGOb3K4vQNAq0Mkd4+GoqPf/jv/42v/vV3dFNhNVvDrFiMBmEyBFdiBn5/lLAM/X4HYdnIloNba9JYnCXbcrj9cJZIIkmuHsRu2vzl52MYJYf0YoFmcYkebHw81gp3tjnfgXIZ0Vb29oas7AGkztGANpQjKQgjhNs9itU7iCEPE4n08Id/+VcK6Q3OnBvBra0RcpskgypdpxTmF8vcfJAl1mgy7odRH0TbOx9qbhvWbLArZdYe3uOLb+eYmiox6tcwZzNcX8yjlBuci8GQBmHXQc5mONN0GYl460gLQ5AwJJJBFd3QkXQddD9SMIwIJ6GrH7oGITEG3adw/VHy9Rrf//AlX339J+7enWH+1gaG2d6N8bhF5xkm8OA8s5pmeytHam6TXDbE57+5gCJqTLwzwEBulezcAo2qSaMJjuUVNdt20J0GQ2EvDCkggbBhO9dk7ocZCit53jUsRg0YaO9oqdgO1uY64e0MH3ePw+kBbq7NoQuVVrFK+tE6/a7L6SD0ql4cuQGoDkiWA7Ua7tI09YVZ/KZCxJZQyiUm4j7+7J3zaOFubv/pOzIbOR4VTTYqFqJmU1hMY1syumUTUx6vfa+43kiNaJcz8UQHsBPSRcd91gGqnSNSO9YZYvbEGuAdIL6jUj9RnnfS856FpOD3hzmnqpzp6aYV9NOMB6j6Zf6/f/0d391aQCls099o0aWCLXcK2Hvg+wkQFx353AvqnSWDg9uWZ7Vje0frDrLnUsnF8c95Bfb8SyK2wfxN4LLj2uvmuCPbWzA/mr0p4Sy8Bv8nqeAeF9APAvLXOoLBkzfKy8rDSZe5A6/ZAXf9M8vcEdTynbR3llLsHHnYXZrNfSzGCMmLJ/cHIZaEaAKlXmYoHALXIZtZ4ctrj/inf/o38mspmqqLAZwx4IoBZwxBTyCEnBzF6B+l+XCB/5+9N3tyHEkT/H4OgOAdJOM+MzMy8qqsI+vs6uqenj5mdnr2kJkeJD3q35LJZNLDPshWqx2bkXZGPbPbXV3d1V1XZlVmVd5n3Bn3yeBNwPUAgAGCAIOMYEQwcvMzIwkCfnxwuMN//uGD+1Cmj5C5RrVYYmN+lZcvs0wimbj2FrfW9ugP95CVkt8+nmV9Ls+HpsmwbnO0uX9qitj36RX2rBR1j9wbfHD3T88CcmlZFiUgNCSwtXiHXGWTr24/4qtPv+aX711iZ/kZj7+fQeuLM/WjaxTPCXqyDzm3XCSThysRGNUhZUOgLkExJOT2KDy+y+JWlfD8Fu8pBtdCBUJL81wvGGTSknd74FwYMqogpAn6dBWpKAhVQYQ0tLCOGo1b5R9LQrwHEr2I3lHk8GXoOw/JQfLSYGv5B259f4///Js/c+/WM0rrOWLV/QVpjkukaWIUy2RLZe5+YfJy+T7vfPQe5Sspwuoaw0NjjGGw9XKZQq6CrIK0H3k47ws4Ps3FXJ5MOc+PQtATgXTIWlUyJhy4lvSqBkMJnWe7azy795SdtSxTKlwNS0Z1GNOhz15CPow9IDGBioFSNeiXkvckTEqBGIiRvvImqXd/xkZIJUWe9wbCFDcKiGyFMQ0qa7vEDcGHYcklHdLOuws4L0QG1De3VbvBUu62NLvbrHDtcgGwG4rd9Vi649s6KBqEIhBPEEmloX+YaCbD/N4uv/2v/4ice8x1o0TeqDKgWGXUeG9xAbcvpHsrga27333J7zwbAnYDVLgkSB3fPvLouh95nvKuAsU2pJuYsql4GkhXlfdpwqifnPhFdRMop1senYRzv/gHQXqz46c9UDpOHTp5zdutv63k3RDGYy139kvXDvfjb0XuAytYUJ7qRU5MwdAYYbNCvH+Q5Rc/8OTOZyzdf8K7sV2W45CU1kqa58MwpkIaiZrLU3j+gNmdNZ7dv0cyrCIUYa0UmNvjRsIgMTpGtrTL29EYY9fe55sHd3jwdJ03NJNr/REypkkuV6ZkSjQgbI8rLGOdA0au+Zu9c0Y7lj33eRrSejmuUkUaBlLVMcI9ZHeesrD4hMJejvXZRVS9hL6W5WpfgsFwjFs7JvdWIlSNEJoo0atKMjYEWv7LoEgB5SpaYZUrJZP+lGVVjWlgUmWqz9ru1QVJXSGkh1B03XoqoWkQClkuQ+EIROKIeBISaUj2Qs8AcuA8Ru8w1bBOKKQxO/OCO/e+4svP7/LDHx9QzZZQK/Jkm6GEva08xhMoXciymjHoj02gT36AWV5BLeaJV7bQVNOa8tKgNie9IkGaEFYgoQMh612CsL3yZAgb3A0oFQ22ns9w+/4yO7MbvKMavBG16lyvai1XH1f2l49XTSy3Jhtuw0Kga4JePYwYGkVc/wR59cdEi0tcGwuTmEzxoFDAyFY4H4JBYTKpQVqHIdUafEWwYV9Yz21qVnK/mUlqoO0B2roBtNsKJxp/XWXc8OuAuTOFoRoCPYbo6YPxS8gL1yjGEnz2//wdf7w1zb8d1rgyqlFMaWwubCAMY3+sjistL5C7BxZuK3nNFY798wuadaWVPqVV41DbVvJDxPHGPyY5GpSfYTcW6DLAbSavwbx1OW19uin/TurQKqQ3gN4x6NKOnIQOXQvmHgt4LYzc7zwdtxXHZQXbWuyeycE0wTTAMJAIiPdQjsbJrS3w8N63PLz9DWo5z3puDy2/w0fjYZYqYcq7JSKGpE9AAtAMqG7vUnnxjOfzu6w/WSKS3+WiVmUyBEOhED2DYyhv/YzEtY8Y6h8BkWOquMPP31jko4lxJpJxcmtbrN65S6SQQ1f3GVuBGnwLt+uAHxw58GLavbMN5BSLsLNJcfoht1Y3uf3wJi/mlynuVtiZXuZcRPKzCIzvrKLeuY0RGmRmNkt4t8CbmmTQXj00Liyro+qaRzqsmEyEDUZ0uW9MVKzroCgKWkhDCYVAD0NIRzgw7uwLRy0reSINmSHIjEBqEDIjVLUsudI6VWOLb+9+wx/+dIcHN59R3iqiyVO6NUso50o8uPWUte1B3v/xFeaKOfqSaebNNFPhEqMRQWE3T7FgWFdLWgtECcVKQoj9BWzcC/QIe6xYqUr28jv05nf4yxCkbPeWtAPj9nWovYiJa3DmvJCpqIhQFLQYZn6Pzcdf82jjJZ9+94wHPyyRWyvwlmZB+Kjtm54Q1jWOYw0U1Noc3i7f69pg0Au1NIKqcG274dsPzOus6ew/7XG2HWu681J2JA6pAeTIBfKxFN/cvsmnv/+cvbVNCkLAUA/f7kmqBcmwcxqA/xzrHjj3FReY+96fAuI1q6QHTYXoLZMD5YgtomuhHKjNcXtGpasA9yBxddhdp3c3PXo4UTD2o0/2R+LN7l3HKccNo0Hpea03AcVz5p8kHJRHk/6qpXTq6s4Brb0TYI4LzCWWqdJUQJhgGFAVUCpBdgfjxQNm7t9kfuEZN6dneTa7ys/P9yPVCEO6ytD4OYq7FdZzFYyKQVhCRFrzIFcKFfZevEAvzPCzSoXeiGREh/GQIBGOofSOwaUPKF24wcbmMhEjR1ZoxEYGmU+PMydNpnfz7GxJ3gUyDneDvWCLB8hr1jv3r6ugHEs5JsiKNfgoFSi9eEz15QY92SJXTcn5OFyNSCYikAlBT7WCsbJNKV/g/N4u50JV3ojBeAjSwpq3WlNcy6ArAiEghCTkXAzFGU04U01aK6RaMG4Dua5bQK5HIBKFWA+khmD4CnLoIkR7IBpHrZR48uAxdx484c9fTvPdl9OIXIWwPF0XU8MweDm/SrFU4crFJDussTybBmWY0Y/fJmYUyN/5ClHaRZWyNpuOcIqH/akvFbn/ZgD2wxtpQhK4HAYjZMF3VFhPT8LCXhTHTkPUgFyx6orz1MRUrPm9SxXI5aBUZeXlOt/fnmZ9Nc8QMBq2ptzsFfvz30ewZvrRnCczistKjs9LkW4QF55fR7wvfLpB1rkNuOuvaWcnncG03D+uqFbdiSWR6X6qiQxf373L//K//h+sPXnEG6oJedhaybGwbjJcMdFVq7wUSe2pk2gAcfd5eM6vAby9v7ZIbzjP/26xkvs1nsC4nWlpR4dyQNpg3g081q50E0u2JK/BvHXpBn1OW4eTtlY3S7/b4Py0wLzdtFoF+cB8DwBzdxghrY4eLJOl4TouTVgvIV5OE1mcJVbYI543uWAYxFdXuKQILk+dYzmv8y8LBsqmwYdhy5oYk9ZMJJqEOFVuCDCjlktCTIWYqqEJDYplCo9ucev2TWbXVjl3YYCvbn/L2twcZbFMMp3m4cMZxnN5jIQ1ZlCEA12CunmU/dwIaj65nnIzTWvbqEK1TKKQ5WNR5GpMkjetaD2q5dMcVqyi2dvL8UYpx8UkZDTo1awwMUXsA7kaspdEV/Yps7YyqvOxodwF5vtQbq+aGo5a01DG0tAzAL0jmBHBzs4CITGOKiqYZgGjrJKOxUiaKpVyFaWFqnPcYhome1t7TD9dIxxNEEkMMvLhBbLDfWwu3qfSO0KoBNHsjjWLiT0WdJ5+1Javx6qezkc6FnQBMfsSK+zPxLO/dqszQHPsvy4gtzREliqQ20MWCqxtZvn+/nOKWyVGsYD/Qgj6FeuF0RieOfAVzQZy1xz4jhuVu87VQNzO12/GlVqbd/8XriA+ddd52mVP7WmNVoSlVyRuLeiV6qea32Hnh88Z2plnUDcYBkQFtrfLXDJhMgT9wu2O44x4PdZ+r+uNW5cDreQB4j5+GNBuR46S9nHrRoegHE6fPY4iZ07312DeupyI1bxmvgjW4TSt5o4Objnt63Pa+hz3NelUvau1pxZaejtgLlz7pacXFeyDuUM/pmmtfCkNlHKeUSmJmSZhYWBGISFMwgqE11d5nqsS2s0zIWBSs6yLcSAqrQ4nIiChAEKgKAJVVRBKCKrAyiJyeY6eisn7b7zDy41tNqaXqORKrO0sYywuk9grMmDPqOH4ClsLtrinPfSZig7vh33rYq0I7EVXFI3BsE6vWqFiv+iqCAsAFTtsGEiGJSbWfl0RaKqCqtq+4HVArrjA3AXjzkett5aj2S4rehTCMQvI40mIZyCWRgoo5Rd5PL9EdHeLirHIwtIOLxdyLC/kkBWzK4DckVKpzMM7i+QLE/zoZwmev3xJrrRNqLJDqWeC0vQm75nWUwhh7l+SGpQTvPyOm1trV9+uE/sDNbFv9a21A2FZyE0TqiVkZZ2db7/kg2tVYQAAIABJREFUXvZLdhc2eVsYTMbhXAjGNWue87hT54Q9B76i7gO5d2Edd73zArlbhzo54H/NWu7yUHBcsJDWuxGq7XKmKJDMIMenkCMXqOS3mOyPcmNqlKff54lVyqSk1TYvh6x22ivsdur4pCuu8xGusvPOUe5n1fe1krvuQa3eGIM8MWqA7Dp+UJLHDNSdkI5B+avgXw5nSPfXYN66nAiYtyDdoMdpw7BXTluf44Rzv+t9mMbaUTC3D9S1Uenp3OyDjp+qkLWOX0gDaZhoWphevUKSEoZpgpBIJIVsnqGtAv9GNekPwbAGaSzrYm0xH8X2N3EgVVVBaBaMFctEwzpvXbiI+f7P2JyfYTtrsLlWZlRIJnVIRmFMg2F136dXqS3Y4kY4l3+vdzlydwHVxtRWOQgUpKKjhgSqohE2DSRy31Bp93OaNIng+Ifb86IrKqgaqCpC9QK5sg/jQlggXoNy21KuOlCuW7NmhGOWy0oiDYmU9RvPQCSOEjIQ8WV+uP33hMQyn32+x+0vN6jkKigV89SbtluklOR2CshdSUyPYVaW2VqcYTsvWX22ybW9HL3DKZIhlfJullKhAuxXP8X5sN9UPajn2ids1wv7ugt7isyG64+9bUGsWaxi7uxxrghx3Zr5M61Y7wgkhVWHw1jAqjjLzjsuK4pKnXXccV9pCuIekG3YbAKjdX/EvgsWWK5mlQqyakAkRrV3kPmNDf706X9h88433HqyhNircDkMA8JyAYsDcRvQdSFQ3OdWe3nap+TrdBGutuS5OL7hvSJOyEre6mDAJ26gbp1rbZ2DcuBV8C+H0+eUlqXbwfy0rcNeOdYL7Hc3aqLDsenRokjXbzdco9PW5yTh/Chg7qRxlLA1H3KPLlI2hquVh20xlybCFEglhKLHCAsNjApIA2kahEyTa8Lkom5ZjyPCsiCrQkWojmXR7uBtq3Ft+W5TWAu7oKJpUdZzBb55NMfyRp5xKbkRgQu6ZbFMKdSWONeEYlkqFY2m1so6y529Lf0KSEEIDVSBFJp1zk4F8QQXNVgXNcAWDSDutpLburkt5Q68q5r9cUF5JAkpex7yngxEExBPgyySW/6GR3f+xPrSLm+/OYpUdykVi2iV7nQlNU2ThZdL3L5zj49+NshARLC2FeG8EuYtJUZ6dJJyVbJ1+0vMvWWiNog7V8uxgAvPB7At4rhCikYYB+ouoPOURAKGRDEkMRMuqjBmB9PtT1jYL4vaL4ZaEK7aC1S5XTy88OoB8bpZS9jfdot7fnJ3kNr85k445+mXXRCOC4u0P1sbVB79wNz8DP9lep4/3rrLOaWMniszoUjGFegTkMJ2yRGgI1CVfZecfRcw1/k0XTzIW87eoZPPdrPK+t+YlRw6DeWcQbD1yJnTv5vBHLqvQLtlsNAtenSbLnC6+hzXoKljYO4C6nbyazguXTp4ocC1q+ba4ersJTYE68iQsEDSNBCGgW5WCQkDKU27/xYNLhzCgVJnLmOngzeBigm5AsbcNNMvV1m8N805o8w7YbhqT0OXVKy5qiMCQkJBsV+mFM4MGG5AQoBUXCfkAAU+8OOE2X9JTzjuOwFQvp+sqBto+IK4336nbFR7UOGF8lgSBs4jx69a27JqWc+FQWFlkJQyzJUffczuzjzTjzaQ5e5owkGyl80x82ie1HCF7eEYI2OT7MgcO4kRNs9d5tHzJWZXDd4tw4hmvYMAdfhXj9nuF3hdoWovJ0rFVce9QO5sW6kKVCIYaEJiKNbxmvuM213FrmPCax13W5P9FvtxtzX3dkP9g0aA9Dkm2G+fzr1BYL2sXKlAIY98OUdhZw99r8yNokmPCpeENX/7hAIZ9hdACuFYyO0nPTWXHNf5uNur91y8AwmP2h21kh8GsNuxkvvFPSGo7ziUn3U3Fug+jjxQPGBub3aPdKNSx6KT312pRT06rsshpJvhHE5Op2YdS6fSPiyYQ72lu5W8HPGFc/tLuP+7w0v7qbh9MWodmwUoVjQFhIoUBpgaQjUQtQWHwLEM788hjqujtwM5VkvThEoFc3eHZL7Mr0pVQgkYVKFPtXzRI8J6xK4qCkLVXFY9j1+v+7F7bTETsZ9fbao5b6EI9l2FXOZYXOdU92tv1AYawgXjQb+OG48zB53tulIDc80C83AMmUgjY1Eq5Mgv/oCemUIZHCVz+V1uxIrcezjND49XKZYUVLMbGm6wGIbBy9kVNv5hi/PXLvPuX5TZ2VomOZUmE8mzXMgTyWSIVQ2K21uEpES349ZQsFZdHVB0+Yp7P1449rYJCfuDMFAUgY5pTV4h2Yd7V72yYNWBcZe/tRtWazOR+AA5eJ7QNLtmTdp5rVrK+p1SgjSgWkEr5hgtl/hESPJhKykdC8STwppFxnLJcZ42WfVQ1OqnUn+evqNSZ3DR0DAOPl/3fafhfhVw4ocG8jakrWbU2TbXeSgHzrobC3QnRzYVj8JdZzXvxgLtFiDuFj0cOS0YDpLjhORW8z0OMHdLu+l3HMw9xxxIdsC8Lh2nI3Z8wwVI0+7ITZCay7pMPYDXWccD8jQlWtXkHCZ9YWt3SDhT3Am0mouIbdGrucT4WMnrPq4M3f1TDaC8d00Hzp2/su5Q3fm4rYh1H8Wz7VjMbV0dVwhFrQdyNWTtQ0B+h70nf2Q2t8rLlwtcfENHM3cIxdb4/M5t/sP//iWajFApKKfeVFsRIeHc4Dg/+eQDdqtlVub2qI708f3jBVaWVrnx3nUe3L1PqrjF5RBEFNdV9AC5aLjOfl7nrm0Btfn493cgkKAIJNb7EaKhviuuQaVT913g3+DO4crbqR9+ltpATnLXT9ffhnuHa8DotB9pv+hpmCimQg8KYcWgLPbXAwthfTQcd5X9waFQfAa3gefp1dcPuA+qlW3U2jp498nrwDiHkBO0ksNxQTmc6WkSz6ycBTDvJkssHAN4uW/4h9Clm8rntGA4SE4Tzjt9Xbz17jCNtWaNPiBi29VR1m/WwNwF57XOWXF2WB+hUHNzcXbX/QZ0pLL2BVizsUQ1iIgqUkqbd+2XKWsv2Sn7/92WS7+ZVhwgEu5trx5+QO6FKL9fF5Ar7rLwgrlS//EF8pD9sf8jobCHWt6FUhm19zyL+RzzX3yDHs7x5Z+foZbTGPkilZ1yV824EiSqopLuj6DGVgjlICIFZjbHysoOu6t7/G5pmRf3F/hVWHIhYz908LVwe6G72UBMeOLZjc65fnYjt1b7lI15CE8edS4dot4y7gZy8LEgg3+b9eyTAdt+O53243Ixs3RS0dQQKoKIYdbOWUjryZUQ+wPaOv/4OiD3uLDUAXnA4MHvXLzh3QONE7m3n3YH1pocG5TD2QfzbjTuHijdDubQnQXbTTq9hvPmclpPFo4j36OWrdMZezu8Znn5BXM/Ahee/X6dbR2w2A64LrhppChPut7tWv7WY3SpgrDhHGnPKuGC3H2/dNeLk24LdQM4uTP1Owe/snEDhKvwvKznfgrg/CpePVzAWAMd++PMuuKeeUXT963l4RjR8UtMig0SxZf8f5//gYff3eHtNya5cmGCC6P9fP/1XVaWVhvLvAulWq3y5NEsw1cHeevNPoxlk++/e8ZWwWRjR4VikVGzxEQUkiHQFWuWP2FY8d0zWDZCeBMob7CwuqhQuLbrgjVcbBec2vtrPu00HqtPzBWG+mPtDJx9Byjs9xu1Jmg9TXLakurMNekeoDptyevyhfvXC+Tec7L193uJ1VmMzOeU6443iM9N6qSs5HX3v4Pid74DOlYoh+5incPImdT/NZgfTjoGww6cdEAfd5KnLd0I5yc9eDkuMHdXmcOAuQTXs/3gROrykP7H/HbUANa9z9sxuqDcGz/wnDwFasOvEMKeMtBldbcOUAcKfhY8NyS5K0edy4xn230NfHX1wLj3pLw+6w0AJ6i3krut5a6XO7UwhOwVPHV7OxTGoEopO8/W1iprm5K9LYOLcZVcLMzjLYXVvT2qpkkoqJi7SKSUqDLExMAQqXSe9HAvY4keKpvb7G3kiBdMLqoqlyIKfZEwugkUihhmFYltq7bdo/YXkfTCog+Q117wxVN3XWAofBqhdNcfT7rONfe+H+Gtc95tP7jsmLjrm7QWscLVltx5N7jiHDTTijuevd0ykAeRuXf3cZXJ2ZBjh/LX/uWnJK/B/PDSEb2OAcydZE9buk2nVwHO/arKYeC8Fq9J3Tuofvsdb0hO1Fdxt5+u8NCtd6pF4f3jHZXYlm/puBJ447uBAde2DzzVZlhxHavVFb8C8ICEtwxq+30A3ykTt35e8Kmzkrte8NR0C8QjEYhErRU8IzELyo0K1Zkf2HrxOXPbe/Ayxy/fmuStj/6GhVKEL//5O/LreygmZ0aKhQKby/OMXxT0D5+jUixx7c3z9BVz6OvbhJZekgon0PvOW0A+/4zyygpIiSatWVnqXHXqBkTunR54rtVtV8fYkIYt7ikIa+FdeXjrmxe0hUcXd14NA1qveHfKxjbobnPegUYtvu3a5bjluNtibdEfb7vx1t0DgByfc/G7X/iFabWL7Eor+fHI8UM5nHk3FuhefmwqZwXMTxqoWpFu06vbQBi6T6eTvmbHcf5HTbPVG1WzspIeRRqOC2r+1g1M7QPZwtPT+elYgyZJbRXRusGFrA/npOuG8oZ9nrBOMm7LaA2kfcogyP+9VgbOMTfBe8DcCzluOK+9rGqv3hmJQzxhrd4ZjUE4YsG5HiGcmWD4wk8RWytcf7OP3slLFHWd6dn79PQIohGFEmdHyuUqd+8soGzBlYRK5MoYoYlJFhZfkDcEsVCGd976KWLqPfYWnpDb2qS4uEqiKkkK7IWE7ErsrnJAXbm7YdILkF4wboBqz//AOiV84vkAchDA+u3wBXDXgSBAd9q1VADTTtJ+U9btb+7W3/cJgOe/s+31l6+VifeERHPgCHJb8RsoHxaOjx2oj6eTOREoh9dgfmrisQR0JZhD9xbukfSqu9N3Rjptoe2EvIbzfekUmLurznGBuV9Y6XOsWbxaZOmBXY+0eg41oHEg3MdCWBfOm0ETaPBaLh1pgBTqj9VZ133ie2GtAQo9cO62lqsqhHQLyHsykOqDRAoZS4Cmgaogokno6SV26QMmdZ2CUWBu9jazj++wvLTKzPMZNte2z8RLno5UqlWmn65yve9t+tNJ0PuYWSpSylXoH4gSHRwlN36JFbPC7299xcqDBcZ3TT6KgK5ZM4c0cLgDvX6wWwfEAfXA+S88/4Ms4Ae+wOltDz71KwjEA9uet0/x+S+cBJx3PZw2JP1P3X0eftDtW7+pH5i6y62Z24qjbjvdol8ZejZbjtNOnqdgJYcThHLoXu5qR87kObwG86PJkSDvGMAcGu/L3SCv4XxfjppfIIi2Eb/Vc2/IS/r/rQNm+9e7yqB7xhI/yGirI3VZ471pu4M1wAL1IO1eJKgBvD1QFBjO9achrgvWavm5AbwJnCuq5boS74Gh8zA4jkxmMDUNY2eVUEhDpvoxwxHyO/OEe1Ps7k0zP/slv/viKTe/WUAp5QhrkmpQuXahKEIwcf487//635Dpldxa/ZrHd9cYHEySK63x1rjJ1u4zVotJbt59wdrMLrE4lMNgSDAEaEiElEhnCsO6wZS77Gn8ddfbZnOGe33PnTBBoO4XLxAkhX8bOVCceuZuVD5tsi68q4Bq8OzWqcmAw6+N1Q1e2gTyoJtAkJW8XTksUJ92f2XLiUL5q+BfDt3LjgeKS/GuB3PoPgW77cJ3GwQ7clSg7LScJJwfh9XcLe2m2S4MB4Xz7eTszl7Cvn+r00F77vW1aea8YOsDC7X8vANaP7gR9fECreFuMG+SVh2Ye5Xy6O+bVxCIu8OL+nCqCrEkcmAcOTiKjPewvb5AdvoWmcwwyd4RKuUdttbuEwsPsZFd4unMIl9/9oS1uTw9UQ1pNmja1aLrIa6+OUm5J8v3O4vcf/qcctbg+fwSb1/oRSSneLG8yhffz7C+mufjvhBvh6tEFYmJvZo8ULMCe4G8tg1116au83NBsdfqW7tn+Fxjd5reOuIHxJ4gjfodQhwd6tqVC8gbmo2rLTXcUzznWPfEwW/w4gnvBvL6hH02hf85t+S2EjS4aSaHaBUtQf3xtbaThXJ4JdxYoPv4rGXxgLm92V3S7WDeNuB54aLD8hrOW5OzCuedsJoHxZM+YYLSd1sH66YIlPsdOe5t58fHGCMD9jfL308Xt0XcHbHZf19g8ebruUH6TWOHe78H/Bwda3E9gF47B2kRZrUMm/Ps7U6z2TPMwsoc23NPGV+e5s3Jdwj1DZIcvc7z5TVu3bqFZu4wGI9iREAVClVZpUzZr6S6UoSioOgm6yvfszDzjLiqs7y4xMWo5JO3fs5sPsW//OFLVpdK/PUH1/mrIZXo3DNKy5uUKwZVrIVmVfcAqg6sG3K0fhqA3Aeu66DUtR8CLOee/e44fjAe1BX4DgJdG75t1QXmjs5+xk+/Qa5wx3Ht9MJ4XZs5AMiDBrNOmFa7wcNau49qJXfH76Tlsg2dThzK4TWYn7p4FO96q3k3Ktc2dB0zmOOTfDeVWzfpdlJw3k1W8wYLsE96QOB85Q3h7MRqHbvHEl5nlfMAem27jlh8LJMH6OAOUHd+HlBvFbx9MwyA87rz8oK5s89dwTww46RhmlApw+4mVPMYWpWvV++xtLPDWxeSmMVNpCrYLVW4ef8BD+7+gfzmLNemUvzyry8x96gKWpS7D56zMrtqTxXY/RKORDBVnbDIktZV7j7f5uXLXW5MxVC251jfkPSEdP7qv/uI0XMXWZn9gtK6RrmiMlE1CKsQASQS4QwK666zoG6mFHBBuwfIg6C7FRhviOOK5wesXgkEWM9vHRh7Eqq9yyHr/zur/gbeN/wal895Sp+wfgOSICB32mXgYKSVG5lf+/VIM8t6u9IUitpMt82BwqlAObwG81OXswbm0H0KdiOY45NFN5VbN+l2UnWr01ZzdzVqJb3DWpwcqXW0Pgl5LWwNcO4K1GCBdCcQsL/B3cUjfoDhtZw2A/RaHE/+vuH8wMzv1/4I6rfdkOhAk2laVvJcFmSFYqmA8fg5771znf4RA3O9TNks8/XNb/i//v3/SVIuMTHYw4WBUUSsihZXUJQQjxfkid1ejipCCFRVJbuVZWe3ghaNkRKbDOkmW9sFnj14QSg1ytDQIIkek3/87HPk8hMySpmQDBGplOkTYLreY6wbaDZcXlFfT4N+vXVZevY31Akv8Hph3C9MrRAa98mAba/q3oGvc6wGx9Inb9mov59+QWHcAeqatheWA4A8qAG367ZyHOIuzi5oP6cG5dDFINimvAbzY5ZuBnPoXv26CYC90i26nZQenQZzr/il6Q3Xrg4HdlB2j+vtQN2LGDV0yNJz3/GBdz8F/Q4FGvoCAN03vhdAXPtq4UT98aZA7s63GczggvIqlItglknnd/ib/jAFrcq9e/P0pqosPv4NhZdr9EcNFp/t8dFQClnNMD83Qym/x7nJfmIZkIpEnIG5yjVN450bb/DTf/UWM8tfIEIxhidGyC+vs5Ut8/jpClqfYClbxdjd5tatWUZFhWSvQrFcoWQvTBlomfV2aN7BYINvtA+Qe/e3Yx1vCuM++jZYxQ8QL+g6VvJaOu667tPJe/NqNlD1ZhwE5O48/PRs557VrByC7ltHBXnvgCgw+iHSbRP0TxXKkRL5CljL4TWYn4h0cyG3DDynYM7q1kEDdI9uJ2k1dxrZccJ5syp2WDgXfnXXhvC6zselRIM+bnD1WPpaGlkQDFu+kB4AQA2+6F7dAuK7M/ONK+o/vjOAuMS0wdwwQBFEEmki0QjbIsLFnimkWGbrwR+JR4ZRNZV8waCwucX63ZuklThDV6+TGYijGfcwkShd18AbRdNUelIhdH2Bl7NrjGQGWdzYplwxGNQgt5MntzGDQGFuZZ3odoGoZpIrCgYVSW8EQsJaX6puXnpHAi3OAXDoB+R1s4h4BleHsY53AsaD4tUNfGV9Ng3gfFB+widMUF1vss9vYHNQnIPCHAeQNwyUW4/akhwivdOFcnhl3Figu5mxqXg66ddgfgRpCXhOAcyhs0DYaekW3U5Kj07VYzegtlOtDjMICdTZ7rRrM0H4JCxcGfoCuv3l4Z+WlGsAIA8oeXX1xnHy8Tsvv3QD/Yub6eqFdpcO9qIuAgHhGLJvlPTFN4lk0uxuTqPns6zOLbO9/RxhQMos8s5wH/L6X6Ofm+DJ7E30cAg9pCEN0+pTu1h6ezNMTmao7r1kajCGXsqzW8hybbKfkRAsv1wnmzOoVA2KpQpjCRjQIK1I+hUY1iCqgAoI4SnPZpegDl6919ID5LUgLQJ5U4uwD4z7XqID6rq7vnij+bUp8Bkwe4M0061Jm2gGwd6BjZ90g9tKUL5N++020z2EnDqUw2sw7wo5a2DeDQAXJN0M5tDd5dctup2E5bxT53oUXdvRoQY10j8vIRqBwQsLbteWuuN2mIYmIQ/QywP23gGK22Lnl06gz7oHPnxfRvMAXi0f+4P7g8+2Ww8nrgaRONVIjOdz97n37WdoWoyFuRl6lQoDGYXrQ2nS598hP3qdpewm9x7+wPnrPWysVXj5aJtqudJ1zdoRRVHoH06TmihTrMaIpxUGMn188PZ1+sIxVqYXMPY+o488ogoYEJGQFJBk/zciQEWAUOqvjbcteDsy9/9mQN5YuQMGm+xfu4Os476W8TYGnUHg3WAdd283AWO/fA5qD970jw3Ig7NvHq+Nmu/tgrvASg5dAuXwaoH5mRbXqKKrwRy6fwR0IPCcIphD9wCwn3SDbr6d7DHmc9T0jwrnrcaVnnpbx6QOzB4E585fn/pfByEeAHJLMz2lrUvTm5gPaPiu6unWwQE4L7w1UcYN6E5cL7CBVWbVCmwsU1yb4cWTRzx5cI/RlML6VoWkhE9Gw0wOj1DNZVl78hXfLWywOb3NjQ+uIaoJtldz7C5XgnU5ZYnFY/ROjPH7r5aZeb5KKp3k/b84j7g8zrOXi6zMTROXJlfSMdJCUNzNo1YlMSAmIYoF6RoCYdnKEQ03Cfuie6uWuw761feGhW9c+72Ba3G8x51gPoOuI8N4kPiBf6v9SkBZNEvbL6C3vRwZyJu0+6bxDiHudDp1jz+CXl0D5XAGILBF6XZWPFDOIphD9yp64E3vFMEcugOAg6QbdPtvyWreLG5dVRXUuas0MOpBcO5KR3gCNOuEg3TzO+C2mNcFCbAG+loJPVZUHyNlnTUeQf1qkk6abiAX9b+1eNKaHnFng/DeGpMbi8RDBqJUZSgiuDiY4MLly8Su/wRzeIqenXVie0/46Yc/Z/SiilBWeHBPZ3c9Tzcu7ykUgSIU7t95xPr6BkahzOiFMfauFfnjy89ZfjZDrJrjx+euMX7pAtX1dYwfbhEvFUnYQK6joEgFIRUb/uxOSrouthQErizb8N8BSHdn5wbRACBvxzp+EIx76+hhrbd1eR0Van3aUtAxd/1vlmbQ1IfNgLwtaSNe291uG2kfcbDQVVD++sXPLhIPmNub3SlnHsy7RLoBgIOkG3Q7KTjvRPqH1tWGw6Cy9oK58yfoqULLcO7EacOC6M0r6H8tXgCMe3d6reYNeYt6XYMWramFcX1qQG67XQjF+tSAxkQYEApFuTY8zOXeBKYCIhpBHxhGufQeXPkIkcgwMAa/vvAmIhFjZe02qj7C0MQmCw8LFLfKmMYpD/ZdIhSFgf4+Ri6M8vTpNGauiCIE5WwBchWunVd5fyRDLPQ+6cwoO2qJxd0i8VgPeqWMLiRhTUdRdDAFGBJRNaEqqU3FUhskukdjom7TpVG9gn4w2zaQ+9Qhv3S9u5pZxJs1B2+8Vi93YHgfkA8C/YZdxwTkLQ8o2rxhusugywCnu6AcXik3li671u2L5wTOjNW8m5X0hcu2h+3HK908gDhtOD8ICDuVx2lbzZvFDwJzbxx3vDpgOQDQW9W1pXjNLH7OYT/49gJ8gFI1ePGCueviOT7mDoC7gVxR9n8VG84VBcJxtHAYTREQCUMyBb1DiKFJzMoKleU7KEMfIvQyc09v86fb3/P5Fy/Y3coxOJZmubxLcbfgr/MpSE8ywc9/+SPCg7CX32BPD9M/MMi1q5d548Il4j2r9A2HWF0X/POf/sTl5CbbxSir6wY/qsBgJozSk4FQ3ILxQgHyRaRZBsO0ZrGRIPBMXu53a/V2ZH79RuAiQvb/g4C8FctyU5hu0gj84snAhALiNgNsV1jpd8C76whA3pIF/qB4bYpTJ1pO5+Ss5NCFUA6vwbyrxNMxnxkwh+5WtEHPLgZz6L6y7CY4f2Wt5rRYD3zqbrN4QYB+1DpXd54HQDQ0grcfgEtXWk47rbsuXngT9Xm7XVWcj6LUf1QVFNdHVRCqCiENolHIDMDgBKT6kckUhrHB/NoConKPrGHw1e8/4//9lye8nM6hGBCNh8EURKIRSsXSqc/Gous6Vy5f4vI7F5DRFyj5cdI9b3P9nbfpTUsqWoE/313j+cOXrL3MM/dii7xSYn2nSmyvRGxIIdTXDyOXIDWELBaRS3OIzXWobkOpBIYEVHts5KWuADjH2eepAM2K6yD/8Wag6TcQaGaF9s0/QL+gwaVfXq104hL/c63LxlVeRwbyoDxaiXdIK/kRkmgr7TalK6EcXoN5V4kPmNub3Smvwbxzchbg3JFXEc5PxWreBmQ3QEWbVvCGTlvun6/3RtNUb68186C4HgDzS9uth198P4trHbB4YNxtHVdUUDULyFUNNNX6ONshDcJhSPYiR6ZgbAqpaRCOkl3L8mx2m6G+LfJhhZm9KssLBdSSiQAq2RJTly8QTcV59uA5+Vyh8enECYmiqoyNjfKzv/4VG+UCS9MvOT+WITWcoNyzxsON71ha2OXZ8z3Gx/q5fG2Ud6fKZJ+/oLKRZWRrgTfTYcIX34A3/hLGr5E4/aguAAAgAElEQVSfvUe5mCceS1EpPkBm99ANiYa03u1V7Jc/a9cigEL9FpRqsAwH1KvaYU898oPs44Txw8RrlqX0nE9gvE4DeUB5HSiHvCkel5W8A9K1UA4WmIugC3vGpOtBthXxnMRrq3mHpA68uhDMobvh/LR1O4n8O2k1PwrkH1g1A+pvy21RNB4/TPl686vdrPzgzB3WCweiue5uS3pDIA+YK14g10DTLADXnI+6v61HIRKDkE5l5znbGy9Inv8xsVCF9958g8joFe5OP2J27ia6EsFU8pimSSgU4vzlMcYuJjEKWR49WsConPybn1ooxPnJC/zVv/pLzl3u50/ffMr2wgJJdslub6CYA3z5/V3u3dri7fFRPv7bX6H29vL0+69JT46xGtpjd3sJrW8QcfUjePdXVJO9rL18TGlghI0sbO3eZ7IkGRaQwCQkDMBxBXJXdpf4VlHhE9wL5N50gsC0FSBvE/ba7RIa4D9IfAYdTdtbs6cC7mCHBPJmctiBiV86LWV/zNcoQLoayuEMgF8b8hrMT0HOCphDvfXEb6q4bpDTBuBmctq6nYTVvFPpH3gzOmBw2LThB1jNnV3uuO2cx2Gvb83i7QP87nSavgjqOuA9vRrsu0Y6zmwrdS92qvtArmkQCoGuW7+hkAXnqmp9QhroYdBCUC1jljbJ722ysfiIkcw2PakSeXWY2ZdPScXj/OSnN5h9ModRNhk+N8HwtStokRXe/mSYuZUVsmvVEx3rhzSNa1cv8+t/9zdMTPZQCm0hxBq5nR02yzn+9l//im3Rw7O7WXaX80y+Eaa6uc7vfv8lSXWXvrcu8Wj6ey6WTeTQObj4LtVkmu/vfM43f/yC0ZjC8+llkrkcMUMQFRJdAVWaKMJEIhGKrL9ebqldOy9YBw3afIDcF2KDrO9N0g+STlrHD8rXey5BT5a84RuCNcmnFb2Coh8F5r3puH87dZ/uYNvqfih/hdxY4DWYn5qclYI/C2AOpw/AzeS0dTtOOO80mHfCan5YOPcL2k6+zeJ5rXtBcbxW0aBz8tP3QJ3dQK6AqriAXLegOxKGcNRyVdE0ULDARlUgFLbCKypVvZ/px3e59+m/5xc3BKHRBEvGI54/WubKG2lGegXvfvIeihxAjWt8cfseleIaP/qon+sf9fP82z20qmB9e4dq1ThI8UOLEAJd1xka7EePhNnZWaG/lOfBw7s8fTzH0mqZj9/rpbf/Av/06R0ShT20qGRjbo47G0vEygXeeecS+c0tBpMwEEsTuvQu5tAFVufv8dnf/2/c++o+f3khDUWTajzKbK5IRpWksBYV2p+NhcYqGDTWDAK+0wDylqzcTZ74HNaq7ptsG/l0O5C70ztQ2hw8dVC6HsrhNZh3pXga8pkCc+h+ZWs3cdndup42ADeT07zeJ2E1PwpQe9NypOFRdQs9Tstw7s3MJ/mjwrmf64FfnKBH8nXpisZ0/eJ7b351K0UKUITttuIG8oj1Emcsbs2sEu+xgLxaAqNqbWshUFVkKc/u9GOqL57w/vgFhsavsFzZ5ttvvmb+8QoXLhTYRufKjSu8mNlg+ocvKa5t0psZ5+LwMCP/Qy+3B+aR8xo3Hy3wcnkd0+g8mIfDYUZGhhkc6GPq2hhP5xdZWVzj4pUEAz0wOZhkZ2ETUSyx8OQBLx49w9g1iElJurjLR/1RRt+5Rs97v2LGjPJidoXMYD/V8Wu8WJrhi9//C88ezbK9XeDBswqG0MiVTKaqJpWYMwGLrG8brXS2QfU/qOq3A+RHhnGfdJvF8dO5lXgHRnCF922z7d6ETgHIvWl14r582KcZTeRMQDm8BvOuFPeN7zWYd17cYO5sdqt0c7l2EmC7Le9OlftRwdydRlM9AqjnsOfhBzAHxa/T8wAA8T0s9tumCArrBnrbj1yzXVLCUQvI40lI9SKHxpDpfoztVdTcFkJq1rtU9oufQlXpH7/KTyffRusfphxRKD/4nMIOqCVBdmGDqcwUhbX7GLkZKtvrJMom19MhJsPwfHcdrddk5NxVdlRBZW+HbDmEYZpUKlVM0zygwJqLoiikepJMXbzA3/7iE9SMRCaK9F3JoAuNyHABs6gyMjHEi8erPJrdIs8jtMIekYrk/Qx81KtwdWKC2Pt/S3HqQ55+9TVSmMQHdX77p9/x/f0nhEtl0rrGpgkyXyElKvRLmAxBQlgwU0cIXku5c72dxZ1qVds78nI/WfFWAM8TFW8Yd3M5NJC3UI8DrdUt5tUujAfFa+Wdv4Z4LQJ5J6UtcD7dDuzMQDm8umAOp10NjiBn0WIOZ6vw3cuad72unB4AHySnDeeOdDrvTqbtW0ZtgLlbnwN18Xs0LpsePjh+i3EPLDMXfAVZGoXPwbpdDvwJy09cC0E4AvGEBeQ9aegfhvHLbFeKrD78hvOJKJHBCWQobPV1oRAiEieU6kdL9VOmzPLLJ9x7PMtIv46Z01h4skZWK9JX7eHa1ARaaYh7Xz8lt7rOztIS69slJid/RFRIbqQ03vjoKpuxGC9m1ljfKbK6tsFeoWipb/exzWZrEUKgqiq6rhOPx5kYH+Hi1DBXps7xZiZELmMym1ulvL1BfGyclY1n3PzmCRuzoGRzFKky/2yBCcNkshfeTsH5ZJhoZpRKzygzy0s8uPMlc3dnWZhZZmNXYWVtj4GQgiwXGVIll3QYUKEHGFCgR4FQreibNHAZsO0N43vdjxHIvYO8g8I36NGi1AFyGzeLBitzu+cWkOdBA49OWcmd9DqQTF16HbaSwxmDcuCVmpEFzhYbNhVXZ3hmngKcqcK3C1bK7gRer3Q7nDtykrodd76dhvO6tNoEc3cabekiGrMRAdvN8j2o7tWspj5pBxjz9/f7PBr0gpwbfISwLOV62HJTyfRDqhdSGWT/CGYsyuoPX7Mz/x1cvQHRCFUEolJCVSOIcAQUleziXZY3F/nh+TTffPZ7xnslD55toWVLDKpprl35OS/DYTKpOXJVweL8GqWX/Vy+/nOUgWGePLpJbCTF+TeuUkjuEBtWUbcjLM2s8Gxtl91CkYqUGIZBIV/AMAyklEgp0TSNSDiMHtbpTfWQ6EkyODLM0PlhLr2RoSrK5HJlnlUXuHNrmcdPH3M1rZBbXyGT3CElFEZGkpy/1M/cs3nKeyXGonAhBsM6xDUdgUZhdY5SKMLEcJSdh5KNmQ3KJUmfIekpSxICxqMwrkFGQBJICohhwYxiv1i7D+fu6+Jj9fbCdzNobQaITvNoB3hrcN0ijDfo14Y40H9kkOeQQO4T56SAvEH/ZoEPO9jonJw5KIczZI1tQ84MyDYTz0mcmet05uC8HWviKUu3lu1hHvt2Mu/jGrAcK5gfMR0v9B7Uqfldo3ZuKkE3VS+gHXSe3uOSRggT0v7vtE9p/TpLviuKZSXvG4Jzl5CZfmvmlWQazBJxcw/59ieshyAmy2SXXpDMZel948dIPWL5oaOR39lk7tkPbK6sY26qlDfLnI/BQFjj5cJL/uHWE8Relr2VXT4a1ZkcGKWcSrGwt0jfhGQrbvBscZbC/BqZc30Mvn2Rax/fYPzRC7ZLUFEUCsUS1d0CRqmAgcHedoGR0XEGknFKFBGhKsMXxykoJtm9ZeaWHlE0FB4/XuBSxsSo6OysbvF4pczHkymuX/kAEVXIbhUhVqW6uIbMlkgpkFIghkBFg0iK2MglkuUcYVHiV++PkX06h5mtopcNwhUD3YSwIYmYEJMQlxaQ6xJU5wIJV8NyXFWgsc35WXCDZuAJWkjHXSfaBvKAvALDc3CbqVPKFeewAFlXxw9rWT9lIG9ZuqODOptQ/oq5sTjySoE5+Boiula6FR59xefxcjfrfJoAfJCc5nU/zgbfaTiXUPPDPWwP3049kJ5tr6H+sGDeqg9sEJw3wBrUubE4EO481aqBOaBqyHQfjF2gGImRn31AjyYohEI8zEZ49jxHr9gkvVGguDzDhwMpzEiUqllBE4JQagBZ3qWwvsxwLIyZyzOmG/SGYHlhldW5LbLLRSYiJn+TEfx4JEwiv8783c8I9/ewG1a4+/A5uaUl+qqCH1+LEL2Y47dfLCP7FSKhNEp2g2vnM/QkpsgVdll48BTl3g4TZNmafoGR36EsS/ToyxQTRTRjj3xW4fl8gfmZNabeGCaWSrOZlaRCJm8NphkemeLPs9/xxRcPiaghIqUykybEBEQkKKaEUhljc5WNu59zZ3ELQ5rExsYJVRXORVNE1peJFstQEWRXNijs5tENy2VFs4FcQYBQ2CfvgEcsfjDesJ8D9gdBbyv1q80GeSBUN0nvSJZ1J/mj6NsFQN7pe/wxWsnhjEI5vAbzrpazCuZwhuDcppRuBl6vdLOux2m9Pq18j6szEoIjTdfphuwgvVoF9nasjAdZJpuFa6ZzgyXdBnHT/jUMqFSgWIC1RQxZ5O5ugbXHX3Pj40/YqRT47X/8j2wvr/M3H02xm11itDeKOnGB2e0NCs++Y+zKh8SGJxmaep+ffbJJZXuF1WczzD1dIlSpsrVbQafCX6TgXBzO90UZmLyCduWXjGdGKShlPvvNb/j2D7OMJosMZ3pRy3GWnzznh5szXDk3SHavxJWJQaYmzlFSozz8v//E4M0fuJItogCD5SopJD0hHXFTsvnmEIn//jLz+T1KhXXk5h5Pny2TrawSr5YYTUj0/C7h9cdcz6zxsifPsxcmfbpkNAlJBXRAGGDu5VCefEf10W16ZYzU5Sly+RBr8QuUwjqjFwcZRBIOZ9j74g8UdmdJSesFVSG9+O1zgYPqWuBTmwCg9/vfKpDLFsL4pXvQoKDtuE2SaneA4ZdvUPy22uoRdAhKrxNuK940j0HOLJTDazDvenGdyJk6p7MG5nCGdOY1nAfl68hxwHknz6kGF/Lw6R21DrQN5qLe2t4MzJsNGPwAvAbx9iDZdLZtIBcCSiXY2YTiLsUHe6zOLVDWJLcLu2R6Becju+Tyu+QfPeTKaJy+oTf5893HbGx+zYXBGHsiglyc5/bDeVjf5PpUD2Z/ivKzFULSshYP6DAYhtGoQn+6l9D59+HNX6MmM+SWnxFS4wxEomwvF8kMxllcMtgxS+j5PP25Fd6/co2BK+8jkhe499nXnPv2GT8vVAhjUjEMTAVCCHRpwPoOiZkYay+KbIeLXJjoJZHfZvbJNmGpkElCQoG55Sxb375gxSixmVVJCoOLERi1Z0wJScAAs2ygUWSoJ01m8k3Ee7/g6V6Ov/tP/8SF3jCz6R76wxGEssP8ao7LhkIMk6oEw7kMdRfW/evZdru0OHXDHccL6s0Gj8cJ5IcF1FYsuUF1u10rvm++bVrH3fHbjnSQLq1I9wA5nHEoh9dg3vXy2mp+zOLpQc6EzrZ0O5w7clJ6HXeenUy/rvPtdjh3XEtoDczdaQe6sXgOSukCGttKjjPVYNXaNiqwZ6Dntngvu0YprJNnnO3IMKu5p4QNg1GjwtWJa8z1vs/Xv/ktcn2enjcv8Ifb/4Cxt4suTX79i484f/Utlrc2SWRSlJa3MM0qESAuIIpA1aKY0Qwrqwvc/P0/sjj7glQswfXLk9xe2yK/skSpvEk4GuFnQzo/+clfMvDRv2OzavL1V7epfvuUDyQkNR0Q1vL1pj3JgmKtTBrazFF9qLHQ18fDZw/orZT4xY/eQg/3cOe7+5S3tljZKrG8vUBZi0BWMhqCUR3SKkSxBhOKYV8SU6DpSdSJN1iMj/LNrU959nwRsaYyFDHpGUjQNzzAuaEEg/09ZOcXkPkiulPS7mvrPNHxXkdvfQuyQtfSEZ464EqzVTkSkHfKsn5AUlK0d05+eR8VyDsFvH7pnAG3FUfOPJTDazDvevFYn16D+XFIgNXcOdTN0q36nta1P05rfafPqRNW81o6tnQMzJs8Pm/l5tosjPtYwzSCAkzTFVGCNKBaAWkQMmEk3oOM6GxHovzuu+c8fbTBJxEYC2nkZZhvbj9g/cUMabNIYW6R1PYeF9M6b79/g4kPP2a2+JLpuVVW8ipmHvojoEpQTaAqkXs5tp/d57/+7g/8+bu7vD3cw+CPPuZ3MzvIqmREqfJBf4rExTcJXXib6PhlKsUlVMrEqi9IlNdJCQFqCFAQirn/VEAIUBS0qiS1nqV3aJIb793gQtwg3jPFzftLrOTvMgBEBQjTQORzXA/BcAiGNGvwoGPrKyyoNsoG5HLszM/w6bcPuPnVLWLZPXoM+Hg0wpWpd1gbnuRx+T5/WspR2TH5AOjR6puMPxj6XUQfaPe7xgdKk0rkWJ/bsRS3C/ENcVtTrX7w0V52DXkHWdgPDeRHvDm1fD/p4NOHDskrAeXAKzdVoiOvFJg7Is7geZ0JOHebimjzBt0F0q36HickH5SvI10P5x2wmtvRa3JYOPfrBw4C66CAdfDtOizZ3+GAuXtw4tQZ08Tt0iKkCSgINYwsV6j+8B0jy9v8Wi9zLQKZUpHct18xmC3zS0qkowoXZY7U1WF633yPyI//LWZvmo3ff8X0oyVWliuMiiqaC8pl1aS8vsrexu9IbJT4hVbh7YjK3IOb8HKJj1JwYzDB8OUP0D75HzGHphCahsjNUc5tUFCSKPkipilB0RAooJj11lshkBLiZZOxPp3vS3t8+mALiitElDCZuE7cEPRqkrAEqYKqWy4rPQpEhOW6olrFgimhbJqYaxssrf+B0maZy8UysThcjcNbmSTJ8Uu8yOa492ia+9M7XKyWqcRcY4U6yHYaqwgAcuc6OsfcTz2c69uKlTwg7UBLe5AerjzbFS9YtwqhnQDNICBv9TQ6DeTe9DoB5CcsrwyUw2swPxPiOZnXVvNOiwfM4Yzo7ZJu1fc09DopMO9E+nVQcQQ4P7Rewr+8DmsNbwjjuVt54zr/TdtybkpqbyEKJ4DcB4eKQaZY5JdhE0NXiGkQFgqpSoG+iMBIhNETCaLj51Df+Qm8+RPkuausZ9fY3i7yVtrksmGyu2O5gTi+5YoBSrlKv9jjZ3GBUBVCRg7yOf7nEZNzmShjg0NomTEq1RKb89+iJNKYyQtsVfNUtQRD58aQu9PWoEIRIBVP2QqkqrIdi7BSLjI3W+DpwzX6NJNkOsPmep4fhyWjEYhQe0hASEIY94wp1N4ZNoCKaRAx9nhPgWocIgpkQhAtFNj7/ialqiSp6QxKg3HNmqNcdapa7csHhGuQ7YL0oEFZM1CtN8k3D+Onx0HhDxJ3XWu5nfgc6AiQB5RVtwB5p+QEreTwqkG5/dtN/Xin5JU6Nx+r+Zk6r26Fxpp4KcHnb1fq7ZFu1Pe0dDpTVnNPQoedqeWwFi9vvFYg6qA8gnRxfMkd6K6du+eJVR2UO3E0QuEYfYoKZtWazU9VQFWJaCpEwpDpg/FrcPkjGLvE8s4W/+Hv/p7iDw8ZScR5srCLUjbQwhCW1keXEEJB1zRimgahEIQ0riVVZCiEmkiipAcht0Px9m/IxhOsKmG2eMxKrsz5sSTVyT6WH8ySkAKBPbhwPR2QQiB7MlTTQ4wP9GEkNkmY/aw/nEFZ3OSqXuLGYISLqTiKYbK3mSWbr2JWQZE2jFM/ZhH2oKIHiKrWwwUFCJlg7OwRKj9lbOIq/1zWyVdM0mGXGwyOpVypt5IHjcyC3C0C65zwAfJmsNsCkLut6c2krr756HlgJJ98uw7Ij3jjaWuQ0kZ+Jwzk8IpBOfDK+pfDKwjmrg7zNZgfhxxgNXeCdLN0q77uDvpVsJofR/q19NyAcogerkGvNjpUJ3irYF6Xj08Y3/32AeH+H5SJDeRSIIQKWhgUzTIjC0AVCNWCZ2IxRDwD4QRyd5XS9A6ff3OHf/pP/5krkTL5/iRPN3d5X4eMYrmGRICQUFBUHUIRaxXRSATCUbRoFGJxiPcgkilkNE5M11EqBk/vPiDes87I1If0ZQZ4unOP8YFhjN1dRLEApmmxrsSC3nSGvZ/+lKVzA6iJB4TlNNVShZ98eJ3R3Dy9hT0mpm6gj1ylmt3G/P4LdmeXKZYqFnQIC7hrHxvOFduCrjuXxC4yoywxjBI7z2coz+cZE5Ih1TpnC8oFCC+QB1xM6d3vWM4PiHMQRLYL5K1Yx9sG8gPSOzJkCv802rlfHAeQe6UTQH5K8spBObwG8zMjPhZze/PsSNfDuQ+Y47OrK3V3Sbfqe1pwflx5Hkc51+l7yAQP287aOZ+WwNwD4LV4XjD3iee1vKJYPttCATR7lwBVRWghC9j1KDISByVEaeMl20+/JZ7bJJcHsZvnulrlrSgM264cESFQFQ3UMGgRhB6FcBziCUikIZWBnl6IJxHROKomSK/M8JOp8/Rcuk4x3c/c+jLFtGDjJ+8hVhYZnF0jmc1jliuIahVzbJS9d99l5uIQ3734DaGlp6RTcd64NMFY/wDGzCqxc5dQP/mfWCuW2Z69Ty6eZtHcQitXCGkQU2olgILtgiJdRWwb5k25/ylWDIzsNh8LSToK5zToEZY7jCIcKPexlDsDCeHTYIKuV921a6Fz6jSQew81hekWGkSnYNxJq42sm+vRoRvYcfTDp2Alh1cUyuE1mJ8p8YHzM3VuZwLM4TWcH6OcRh04zjyPq5M7appHBYKm8VwHgsIG5S89B4Vo3OfNSygW8AmFmh+HYv+3cVUqGiR62UmN8GK5jIHOpf44ubUs54XJVAImwzBgW41DQkUoOqg6QtVBi4Aeh1ga0kMwNAF9IxBNIPUwaBq9o1fJxBIUVUF+fZqVtSVuvrjL5tA8N94ewrj8BrtZlZ2Hc4xvZincmOJTfYVvfvcNojBNpVjhypUMpVKOytY0SaVKsmeAarXC7Zuf8uDOPcyNTcSuybkyjCj7jOwAuWMpFw4ISQvOJWBIwISICaNI+mxXnYSAOBASAqGoIFR7gGM7x/hazaH+5Uvhc4k8gyu/43XpNbnMXjkIyIOe0Pim38YTo0PDpfMUgfrfNrKv08Mv7aOI99wOTPIkyuxo8spCObwG8zMlDonbv2fy/M4EnAfcabped490I5y/amDupN9Jq/xJg3kQVB9kMW963BXAz71AOGE8ejj7hP3lzqf2BMFl3a0akM9TWpzhmx/u8Nn9J6TDEIqliIk9JkOSKR0GNUgpEFFUy21F1RFKCBTdsraHY5DIQP848tybkB6w/czDSKOMiCaR5v/f3ps+O27d+fnPAcD17kv37U29qFvqlmRrsS1ZtiWNJ/aMnTg1SWpqUnkjp5KK543/nlSqMpVflZP5JZ6qcexY44nHtmRpRl60L5bUi3pV77fv7bsvvCRx8gIAeQgCIECCJEjiU8UiCZwdBPDgwy8OdtjcuMXtlSU++uhjNu/eY//Rce6v3+ae2GQnO0Nl+Q7/ysxT3Spxf3uVzz79mEmjyuKKYN8EXL23yZ3Sff74q49y6dZtLr7xV1y7dIPVpQ20PVjQJNmcfYOnrN/o6cSYa4pb7gyntIHdSZMTYGoWyGewgFzTDCsESNPrTrnqiqvfa+UL1+HQY4NLaAhpaQnMLVzyqEDuBcK+DWlVZ1R5XKB2clJu6ksXgLylkg/kMORQDsMP5nGeL/suj5Nt6prHrRb/1ya+/S4lsb392DG7XWfc4xxHe1u1KSjUIGh9mLLDgLlfOdLlPtSCtamPS9W0ngK6vIi8dY38zducXN8hP15EbpeZz0lOZGBBV4E8B3rOBvKMBap6xgpfmV6Ag6eQ+w6zsXwFLTtGfnoGuXINTTvOrbVNfvR/fszSzfe5+Nkq+oZA26zy2e0NHn9qATNvwH5BIbfA7YP7uHPhAqcPZdlalewZFa6eu4hZKvHE8Txn9i9wbnmd/MpN9pV3mdYlWaPKId0Ks8kLCzxqMI7jlDf+GOrfJFaAj6wxskAghGY54zaQC01xyL1ccgeIG7YDrpOMAuut3OmwQN4ApBGAvFNnuS249PgXQH1PMpAHFpuUk0NrDT2Uw3CDOQyoqxwk14ls4MAcBuCKKaRr7iRNupI43sPmnHej7E7L9MvfqqywB82gdH51e+Xx3acUQFfTmhLMCpQq5HY3eEKrcKIo2a5s8qgBxSzMGjChC7K6gTCyYGQtCNcyIGwfWujIbAH2HcU88jDbmSwX716jUtpAZmbJ7N2icuEtbixu8JtXXuXItMa02GPaKHPIEJx55jmmTj/OhxfeYv8XJLfGZvjfH1zg/uJFnjg2QeboPFc+vcelT+9yLFfhWD5PtmwyNZbnS188hr4hWL18h/vX7jJRqTKh12dLUZ1ydeYUYY+LFNiP6pR2hI9U3Gthu+KWOy4clxw7rtztkvvdxOkFyl6OditoDgLyVjAaN5D7OuxBUi4w1fxxwUXcQO5WXEDeZ5ccRgTKIQXzgZNznlIMJRjA/iXRya0pgmuuJk+ykjbewwbmTvlxXgDF0d52DhANeQIy+pYt/cMb/MBcdWmFkkhCfdpBqN3taEqEyDCZKzKmaVSrFUxpzYRiaBq6YYBhgJFB6EYjkEthOe7lMuWdTa598jbvX7nK2T+8w7i+zaU728xoa5x68AiTh4+Qp8zdyyucmZL86RdOcuab32V96ggXLr/BG6+/yzeeWeCCsc2Nm2fZW97jvr7J5BR8dHUZc6fCeB521rdY+vBdcg+cYq0wSWG2yubqFNp6mcq9JYSU3kBuA7XqlguJPUd6fThqY4ewn0ni3NzpALnqkCtOuDPOgdvInd4tZb30WO5WKyD3u9ALU7af2nXH3aeCOGE86B+CsHL/e9Etg6DPQA4jBOXA0D5cyNHAgqufPHa8gXXNHSWy8QGuOR6rEtkHRUlsbz+c/G7XGffvOk7XPGwZHTvmIcAc6gDuBnMnkXB9r2UToBnIbAFdN9CrFZBVa6Wm1eY1F7oOul6Pq0ZYJLu3B/cXKf/+H9hYvM3izUVWV0sUxg0Olqt84cxxHn/2m1yqapQqv8MolTmZ1zk2PcG1W3d4762zbK5e4oCsUNAPcPnmJuyuUdqpsnavRK5SRQ1uTbUAACAASURBVJT2mDNgQoPSdgVzbYOdqSq/fPcOc5ktpmfmub1ncKAEB/P1eHIHzLFnThH12cubBlM4N85KFPBW48ed0BWljKDpEb2e5Nk48v7b1A3NLeE6qUDucZESJ5QmAshD1p0QIIcRg3JIwXwg5doJBxLMoT9gFlotXHP3qsS130MpnNfrdBR3nUkEc5Vtw4K51zZxH2jaBfOaE+8B5rW/AWU9nXQNgtAt81toVniKNK1Vmr1MExaga45jrFvtMSWUK1Bdp1De4eGtZYTY4WTRZC5nsu/oPha++hy7xx/nw7//vyzdW+VBARPSZPfKeTau3mBhbI6djR1OzRfZX5wiPzNOZnWeC+e3WL69xu3FTXJlyZEiTOpAFe6t7HJn+UOMlRITExnW1ypcvr7GvoxEdwG5UF1uB6obwNs1oE1OuArgXkCujqN7u7m2g7NtPKVcFLRSVCBvgs02fviRoNJjLJIO5Gq56rqWmQdPowflACmYD548wNz+OHhKdONbuOaQ8IsLDyUVzh31oj3dri/u30Qn7W0HzNU6g9J34pgHAr/dYOFKKLR6Zl2zgVxx14Wwp1F0XkpMtQlgIkyrbWO5MR6ZhIdlhUyxgPHACcz9x3jnow/4xS/+kcrmDkfmYcGQTJZLzE3m2C2UODkxwcJjT1E4doy9XImV1dMsrV6jUKmSX91jYsqkIE3GsJ7ISdlkurLN4zkw96psrpc4JCULBoxpkBU2lCttrsWUu4G6Nn2hCugBYN4w3aGSTy3DzyX3gmLVq2g6LLaC2xA/vDjccfU9UD4XJl0B8hgOAuo+7G5jnECeIJccRhDKIQXzgZarY6lr3g2pZ6IAJboPHkqa09+P9nR7m8XZpzjBPGwZXQVzQdOcf26AbHjIkAOUWj1x7TMKj7rAXN24dr1C6MhMgZyRAUzI5UBkWLt2iY/f/Rh5+zOemZQ8Ow3Hixmmp+fRjzzE5JGH2bf/GIyPs37/IvfkHuc+2+Le3SU+N5Phi597ArG9w5VzF9nd2iOLNW3hhGFNXbhXhbGMRDfgsAGTmvWwH0NgnX/dc4ujKWOlwLPqnjd8dkG8UPJ6wbfn70EEH+rCPlI+DNy5fxOdAnknMB6pjJBKgbxjjSSUw2iBOSSDQWKTh2s+sP1L9EZyU42PEt0HDyXtYqIf7enmNou77E7La5nfxzFtC8xdaaKAuQOb9qQEjU109kXZWKbAAvJaGg8wBwt+deXJoUJgLi9SuXqRo7eX+Iu5CifH4NSkwdzEFPrcUXjwacRjz8PcYaSskJs/QXHjBkfmzvP5p4ocO/B5qodf4B9f+TW31y9zVMJcxnLDM9Juls3ZWWAcGBPWZ80GctzhKzXIpv65BuE0rne76g2OuTJADqg3hFP4gLrbJfeFNo/fTCvA7jmQt4Bx9b1T1cpLgbxTjSyUQwrmAy0PMLc/Dp4SvZFUYgiQe3Xi+uGhJMK5o160p9v1xTm+UdvqlSbqQaJVes/1ilvuwIUnmKvpqY9RDcyx4d3lALtdcuz0wnl3AbraEIENwtaGEZUyc8Lkueks5QlBLqOTHyugjc/C+D6YP8bO+Ay76zfYWfkMCgfIZnM8cPA410SZ60sVVi6/zrl33mVqZw8tDxkBBWHPRS5BF1bUTUZaDnkWMGznvnZzp3pzpvNywlDU8BXp6pcb4N3uek0ey8Ic1nxdXxfsJg7IRcObZ371vVPF5Y5D8DjFCeRO+T1Q1MPOSEM5jAaYw4BDa5BcHRt41zxJkNigIYdzR/1ubz/a0u3fXZx9ClNWUB1hD4TOeLQF5q7lnmDuLFMOXG4X3O3mOuDtsbph47md5BqwK8mEROgCPT/JeCYHsmrRcy4H2TFEuczexbc5/96r3FxbojAzznIlz1xmiZub6/zw5SscyWj80el5/uhEno0rOnrJxBBW+EpBWCBuuF6a0BDYQC5qt3tSC1uphZ24QVp9d/WzIb3z3em/a8zVspwLpNr2cW3EMNDWSyAPBdMiuMikAnngGBFimJIN5FE08lAOKZgPvIbJNYdkQWKTVFIJUKL74KGkXUz04wKtm9usV2AepmwvKG5VT1DSMGAeKo8bCh1327W8wQRWYVtxldXPeKRxwFzTIZO1vuvCmvNcz8HuNtpn51nYWGHy8GmuTz3Mh7/+Bc8u7DJWzPFgZouttSqXrkjubmmUlqp8sQAns5DTII91Q6chQZegSWG74haIi/qzPFEapLjhakfV5c4BPgDSneUCj/Su8QvjOLuXqaDf6lAYJ5B3AuOhyogov1j7qPIbo26dyOMeh4BqvL8EK4VyWymYD7g8TtQD75o7SlwnPO0nbyXa/fdQ0sa91+3pdn1x/h46OZhFydvJmETJ29SmgAxNaRQwbYJx12dNSVczqoUda6Jb0y4KHT1TZGFhgvv5Itfe/i2Ht5d4/PhT7Baq3PjsNn9YW+PS1VUqFcmMDlM6jOlQsKE8gwLj2FM1osxHLu0G1NxWu01q6EpDhz1gvbbaOei3GmTl5KCGGUVxyX3d5hYXeCmQNysWII9zLLugiHWmUK5oaIHVpaHu5zC65omF2iGH86S0tx8u/qCEtLjLiXIlHvXgEMr59inMK2+rZeruVYNrRQ5Mqg64CqwNs5KIxpcD5pr90usPIrLccgOR0UHXKK7d5YXMCmNfOsPMY8+zN5HhqXKWfPkt7l5eZFJWOZyFB3Mwk4GigKwQaOgg6464cD47AF4DO6VfntMVen32gnC17/a7l0veCpLcebzaEQaynLqa0scFkaLhrb0yokrEV94QA3kn1aRQ7pK073zv93m42xp4WA3SsLnmkDwHt0Hq2aeFEt0PDyWpvf1oyyCEtPQCzJ0yo4akRIFw8If6hvI8HGI3jAv1s8/LgXHnyaCGXofyTAYyBmQMCoUix+YWYGYes7TN5u4GN1bWWSxrFLMapzNVjuVgXocJTSMrdCteXGogbWdcCteL+rvp0Un1IscXkl1j4D4EeR2Sast8gDbMYcwzjUf7PCEwRiAPU1QK5M11dFlNYSsR602h3EOjBOZJMQO7Ig/XfKD7mSRAbFJE19wra1KVtPb2esftdv/jhvPQYK7AXJjxbBfMQ0k0g0pDOe4C3eSvOOZNn5V35wFD6lNAdd0CckMHw4HxLOSyiFwO8gUoFJHFMdhdQ1u7gdgocX9pg88ZVU5O6xzI6OQ1HUNkQBhgCqiCMLGg2w3jprSWm4Am62DeylEO6zirkOceQz9Qrv0OAlzysEDumzaEPN11V309BXLX+MRUXFOZ3QTyfqjN8Uqh3EejAuYwWq75UPQ10VdTIwLnSWhrr9szaK551LKiHBzaBXM/2PbN4wYw0Zi3Bt9OZuWg0OCMK0/L1OxpCDUNNNsd1w0byDOQzVqvfB6KEzA5A5OzMDGNVhhjYm+dA2s/5pkjV3h6ZobD4xNkKxVEqQwiC2iI3RKU9qBcgapUwBzrc1XiTM2IaX+W1N8D5QHITWEvPg67X9lhACoKYEWB90jtCAHkcbvjcZXp9a9Et4FcrasHkuqHNutMoTxAKZgPkVwdHHjXHJIHiQ1SLcUWSnQ/PJSki6J+XNh0s/9x/BbCONqt6u+0X0H9qNURVImPW+s4uQ1Q73xXILy23AFxxSH3BHIbxLM5a1rEXB4KYzA1BwvHkLMHYHwKszjFlYvnuX5vh0dP7mPy4HHEwTOsX7+AsXiH4r4TIDKYNy6i7WzDzg7slsDECmMxBZgmVEyoVrFp3XqX0oLrUGDuM9ZNY+yVTihvwgVQAePuqVZuflC5HvkSA+RKRYMM5LFeoLSuKg6lUN5CKZgPkYbVNVeVqM5EcM2dZEmB3TBKUnv7cWHTrTqTCua+cO2XIKh+0bxchXV111G/N8xBrhbgAeIqoHsBuaYCeQ7yRSgUrXCVXB6K4zCzgJw/jMxApbzF5Sv3+R8/+G/cfPM35B8yyMweZ1PscXlliRO5MY4+/gKrd64j71xl8oGHMW9cJlvaQcvmwcgBmgXke3vWi6r1koAwXUAuaZjlw73cPc5B29hvVpYwx8++O+QhYLxlGVHk+iei20Aeet8cECDvsN4UykMoBfMhkscJP3XNu60RgHNH/W5vr8eum33vtGw3mDeU06LAsAfCoHRBBxbfvnlcCdTKEa40KqAHvJxwldpnvR5Lrts3deYKMD4FU7NQGLfiyvNFmJqHfJHq2gUWr5/n7175hNd/+UuOylWMjSnWr9/g3LmzFtOfeZBVWeH28jWyswf4sDzB7rW7PJvZYXbfNIzPQ7YA5TKsr8LGOrBnj4e048rdxwi789L17jeWXt9bKSh9IDz6tCPqCSWpQB5HeSMA5HHXm0J5SI0amA8SE7UlD9d8KPqaJEBskpuQWijRfXEpaf9Y9HrsunXQiKsf7ZQTB5h7rvdL6HYJVMdcWDMLqmlraVyueG2Z5vHu45TnizCzH3n4pBXGYlYQmSyMTQEmm6Uy5z/5PYsfv89YZYsDOaiubbL20cfsmyhy7AtPsFE1WDr7LrfubbG+VeaTj97nic17iOOzMLcfDp1Gzh1Gbm9QvnIObWcbA6wHGEmgUrU6r0JbU5iDM0b2wto/Bw60+4x/04UNNM217Q4ncuoLc3JQ2xl4kRWQr0m9BHJ1XGIoz+8idQiBXP0DJ456UyiPoFECcxg913xo+ps0QGxQG665V/akKkkXEv1oS7fqjBvO2wHzMM531PVByz2XqQuF93dfEFdmW3Hf4JkrICdnkZMzVDfvoQsJWgayOXbLJV7/3Zv84mdvcPPWKuNVkwMZGK9WOapJDh87xurRp3n1zbeYyF/hncuLHKwu8ccLRR55YIHC1Bw88BDy0a9izh7g1ke/59OlNR7e3eHwvgUkBty7A7s7YFZBCkRTeIrjkit9dcbE/Y+IOnZBoBTWIfeUD8T2EsjjdsfjKjM2IG9jR+8XkMeoSFA+NG5iB0rBfAg1Cq45JKxTIwDnSfm7qddtSQqYtwvQ7aZ3p/NM77HQgW1foFMKrLm97vX2OveMKw0w7gHkDpQbBpgmlbsXKd2/iCn3yGQnyE98izu3rvHayy9z+coqeWlyLAcHMzAJjEmobm7z4e9+y82PzvHAdJbc8iZPPzbP2OEDrK2vkcuNcfDYI5gPnOH+0jXeefMV9q5+wucfPAZPPkepYrLz+1fI3blFvioRwqD2qNGaWy5pigsXKqgrkO61TbzGvJUanvgZUE47ZJYIIPf4ZyAF8kjVdaPuyFAO/T/H9FspmA+hhtU1h2S5t01SLa4QSnRfPJTCuaVuwHk/HHPfPCEKUut0A3hDe9TvKojb70LJ53dTp6c77sSRO0Cu1x8YpOlgVtD3TIxyiaXNe+QXsmwsXePsx+8xW1rky/OC1XV4IAvTGuSBSsnk/uUr6LtX+Vy5QnFFcLxgcKhaZbcM29OzbOVm2MznuXrhXS6d/Q1z+TJHH3uA8ZNPsnLmGV5//Z+4c/kuz27tcCarkzGcJ39KaxxM2TgmtYGyQd33EOJzdeSVVv3HoSVgCe90YVzyMGUPIpAHXQBHPg6MLpBDG+ErQwUrHWhUwRyGfNsPq2sOCd6IEV1zJ2lSYDeMkjT2vWxLUlzzoDJiA/NWZUY4oASm8XLVHRi34VzTXNMe6nWn3HCgPGO9jIz1sKCxKbT9h8nMzjG9cplP7t/m7M9/xCcfXaK8votZBkwYEzAG5CToVdDMCo8IMApQyOkU52fJPPg4pUe/wu8uX+GTT9/jEK/xxo11Niomh8ZnWdq4zCNbq7z12j/y8k9f4tT9OzBp2u0xsJ4GWrXB3IZvaV9sAPVZWlwwrY5L4PZqBc0tNlIYaPctOyDfMAN5R4UFqMdA3u2624opT8HcUgrmQ6pRcc0hYZ2K6JrDYMF5ksa+1ztzN7ZTUB+igHaUdkUBc780fgcUJ4xFzdywTIV6UX8JJ43wfjCQYdQd8drTOw1rhhXDeVlwvra+xM72Blu5g/z+g98xvnMLY/UWl29vUSpJHs7BhAZFYUF5VkIOyGiQ0zUy+SJi9hA88BjL+Sleefs86+cv8KW7SxydnWd930l++fp7PKUvMi13uXJ5l9Pbd3hhFh4o5DCKk2DkkXtV2NqGatl60BAaIO1uatQHwucqR3qtEj7LXXlcWZoWqKEYvulClO1RdMdlRKnAqx8dFtlQdi+AvA+S6ocuXAy0faPnUIFKBxo1MIcR2vYpnPdBbbjmTvJBhPN+t7XX49aNnShymT4QF6VNYdIHtasBrkOUK5o+2F/VsBWXS67r9ad0qmDuvGfs6RB1wzq+rS9RunGWyvYdLol53vv9H3hkfJPxyjYLWYk04WQO5nQoYkO5CVnNgvMMGkLLglFAonPzykWuXLzM9NoWC2tw4sEH+NtPz1O5cZUTx/MczuZ4/rjOgUOHOFKuMGZqiOlDUJiE9XXMa1cwNzfRKhJN6KAZSh/tH65wg7n92X34CARQER6wwrjdkfP45FPzq+9tKWZ33KPIzspu84DQY5e8F1V1NPvKUEFKB0rBfIjlAVBpSEsv1AGcu4tIqpJ0IdHrkJZuu+bt7KRhD2otTNqGNO3mbwrLUEMbFAB3f1ddcicsJZerg7mu3PBpGJC102gaQtOYP/Uk27rgys9+zvLdZW6slilqJrtl2K/DggFTAgo4IA6GCTogqkC5CqUyW7tl/nDpFutLq5w2JDPVCkuXrrFx+T5PZCucNiR5Uyer7VAZ11muZNFz0xSf+DqViTlK1y5w78ZNMntVpk1JUUg0TSB1q50N20ragyQ8YNw97q6hbVqnJmj6J8On/KDfS1ggjxVwPcqPs8yO+xulwLjral/S/aVLdadTIsYkad8FLgIfnTxcGiT+6VjD7JpDgjdmmyEt7iKSrKSMfa/HLe5+dwrmUdvT6iDQqjy/8AqFtRsT+FjotUgWxSl3HgqUL0BxDPJ5C8SdtLpmh7BkrKd3ZvOI4iTavkNUtpbYuH8LrbzHbsUko8O4CQ/YLrkTT57BgnENECbWkzq3tqncuMaVpZ9x88oin2OHMxnQNncpbdzkS1JyYAKOVHcxr15mUoBx8CD6whyrU4e4nJnkwqfXqFy9xP3FNU6VJI/okMEkRxWEjhVPLuvvbqj12u5e0O25zkd+EObefmHyuAsYBiBv281PgdytjqF86OCkA1kX7DIF82GVB7QMrWsOCerYiLjmqpIC54MG5mqZ3XTMVbc7VFolgep4+wGkX3nuBwTVCnS55bpuOeDFcevBPZNTYFagXAJpWuCeyVgPCspkID8GxQmgysrl97h99TJjmBzOwqwOE8BBA6bsWVcy0oIHXYLmcKVpIqt7VHYXye0t8uWSRB+HOcPKf0CT6AUYMwRjmo4wsuw7cBj5+Je5YAp+/vrr3Lj9NrfvrjJRKZHZLTFuwAkBVQHSlAjNBnG/34172kRnPH23jTu9h0sufcr1yteQp0WWrgK5zzh0yyF3yo+tsBb19BDIe113LE55CuZ1jSKYw4j9Blx/Pw9d35MEiA1qwzWHZIWJtFKSLiR6OW7ddM2bygxB6lF26igQ30qOO96QPujqXwV0JXzFgfLxKTh8Ajk1Dfdvw14GhEBkc1AYs9LIKuSLyKl5yGXRjDFOTOQ5tZBlvrKHUbXmI58WVix5FjCk5ZLrWOHdTmi3kBIdOABMZ60WZoT1MjTQdQ3dyKBlizAxD4cfpnT4DFfffZcPPrhKdWObOWBegxkNDmhWfcL5LdZesoUb7ixzxi4irKtp/NJ1BNQDBORhYHyIgVyqH3pQd2zhK0MHJh0oBfMR0LC75pAsQKypTTCHwYPzpLS1V7+DboB5WDc7qD1xgLnf+sB8IdxZ9ffRFMKiQzaLLBSoljfZXrxMvjBJ5sAxGJ9GTs1jbtxDrN5FzC0gJ2dZWrrN7fvLfO14hvn9M6xcW2Z5tYLcs2DBsB1yg3roilavHABDSsaEpGA3SxMCIQSaE1ZjZEHLIfQcZmGKlTKYK7d4JF/G3INZYA7YJ+CAsOLXdaDxri1RHz8BjQ/6UdL5XZypgNUSjiO45GHBrVdA3nZYiXdxTRoVIO+hYo0pHykoa6FRB3MYkd/BsLvmkMCNqp5Z21CSgLeVktLWXoe0xNVnr59IlDKjgnm77XUeguMuT3O++IRZNDnlNLrC1TKsLFLaXeL+4hVmDp7AmJoGXaeay7Jx8Ty5ldtkDxxncekOP/z//jMfvP5P/PP924h5jQ1DsC50KpUqE87zh+xmaXboijVFoUAgkAiEAB3LMa9fKNgOvjAQGFZ/d/eofnaJjcvnObJ+A2N/nlUp0bYrzEuYF9ZTQ3POMKihO7UxCxhwz8ODaIRt4VrnvLUCQK9qQ0NjgGsfN5B3K1ylrfYOMJD3sP7Yb/QcSihpUymYj8jvYNRcc0hI5zpwzWGwfqhJaWs/Qlrics2dsqLunHGBecfbUNAw60pTGa4FZhX2SlCpIKcOsjyxytL1TzlUyDE+O8ueucsnt+4wsXGd+ctv8eq5RV7+5WsYq/e5WoKNZcE2BtdXJA9KeCAPuqiHrdTcayFwPHPnXFczmJWnjQrhPKlTQEXCzi763VsczRmU9x1Gm5hlafMS2vY6OpIcVuiKdUOpU47W2Ncml9wZa+VLw3JaHzIa0oRwySMBqs/FV8fA12Mgj1x2CuRhlc6+0mWNKpjDCF6guU66Q9n/xMF5DK65V3FJVJLa2suQlm655rGCeci/yvyg3Xe5B8TVpK5zPjsusgTTtG7sXF9m4+oin73zeybkKsW9LcqPPsmlO4v81Y9e4ZB5i8899CmvfLjKzsoKJwwwS7BbgW0kZkkykbMfEiTroSvWKc2GcZynbVr1C9W5r208AVIDE6iaUK6gZbPkJubJnnyCsdIW5tUl1pd3mdsrWbM6OnVpTj2qOx52AyrpfA8TYdK4kw4hkLca0hTIu66uQPlQwkgHSsHc0sj0PoXzPih1zXuuXoe0xFGPGm4WtbywecKAudd6iTdwep03mmZe8SjTNKG8B6vLTK3c5vmFSfInn8F46o/YmpjmvR/+/9y4cJeNjMGBYwucmt6jUNQ4QJV5DQpIxqoVjubgWAYmhXKTp0ABcfXlBnHls9NvU1pOuajCXhUwKI/Ncn6tym9vbjGzWeZBw7ox1BCOS27X1TD7DPWLFnV5bXzd4yYaP/tdHHmm91gUFdhGDsg73FlHEMihi075UIJIB3LAfNQeMgTJYYieahRCWiBhG7dDMIfehmd0qqS0tVftiKseCdYc1x5hD2HyOnm6Eaqilql+Fi6gxP3VcZAVJ9n5rmcoHHqQQrEAR46zVyywvHqfPaHz7HNPockc4wcOsHj9CuO6ZEGDaQ3GgaL9PiXq85MbAjQpakAuVCBXXw3OvdLmKlZojZRIuY28v8ztc2d5+4MLVO6tclw3mVemXtQ0BcqduoT6I3C73B4XKWEOC1EOHX4PEvKVhxMfJ5B3WmYK5IkAcuhy+EoK5o2qgTmMtGs+Uj1Xnblhdc0hOYAYB5hDgvoTQklpay9DWjqtoxeOeav8rcpoWudyxRtAXPneMPtKDjE+Zc1TPjWNOTlNeWOVO1cvQXkZ3Vghn5nmxvl3KG4s8+BcnrlyGXOnTFFa0yBO2ECex47vltg3bbqBXAVzGkHcedqmdAZAQqUKpRLlzS3uXfqM6XubHDWqnDZgv7CmYcwIgRA6CN2KSRdKnwNv9FSoXKrfnXFypVX3Ie/BbwT8qIDqvjhIgTzG+mJWn+vvekz50EJIB0rDWSyNTO99XHP743ApEYAYxR5roUT0J6SSsHP1Kqwpjr56/TyilhXaLQ/xP1nTQUHUl3sBeoMbLBST2oZyZ57yA0dhdh9MTMH4JHeuX+Hll19n++YFNmSG8sZ5vnh0lqMPzjEhBdevLVNeX2FSh5yAgrTes1jAIFTXuhZS4nbKGzrSOBbOPmWaUClDeY+FssnXNcjaYTKTQEGAoengvGr1KhcirSBdBayg7RTFSW/5ICFVCQbyMN0YESCX6odu1B+B9Xpyo+fQAkgHGlkwlxKp9Hmkeu8BEkMZ0gLJAMS4XHNISH9CqFdQ3Eq9GK+O61D2vqhleYaxeOzNYaDdg2GD5XLG1fcasGpgZJATM3DoOEzNQMZgT8/y3icX+PCDczyc30MzKxjrW1Rv7SHmclypCP7x1hZnTHgwD1lhPfgnKy1Y0BpmWrEBWWrN9UsaQUSlHgd8JCAFGSnYh/W0UGHXk0FYQK4boBn1CwF3PZ7j6DGg6oWOOs5qGEqQS66mj6JuA3k33XH1PZZCQ9TZbyDvhiIyXs9mX0nBvFmjDOZADc5HrPdNADC0+0YiALFLYO4UnVQlpa29+KchrnASQbSyPMG8RTq/9cLvuxtCRfNyFcwbnGMJ5V2qN86z/ekKZUOwQoaP/+kfMDbX2NutMiVgVpfMlarsKxvcLWmIvQpTWcupdqYkdGZBsdxxvT69odcFQW3GGI8ONwC5XZaWIa8LsqYF7AJ7+kTbIReqU47W3M+GsfAYd792NKQJociHEeWiIZZDUA+BvJcw3lad8agJyONuQxts19MpEYfWFexAIwvmkLrmqsQQ7x99B8QYwRyPopK80ZLS1m47523Dv4+7TchywqQN6nuUnV51ghtY1A3kdsHlPbh/l+q1j9m4+iGbmkQeOMxhc4WNPMxLybxuOdRFCfdXSqyWDA5rkoM6TFCfBtGaAtEDyL1u8Kw5DT7jWuuPZoWa6wAamibr+WxnXGga9ZlXHCD3cMzdLnfN0XatUw8FnnOZ+2wMr/4EKgXy0BpWIG9TPZ+nfGjBowONPJhD7WQyciPg7BD2+9C65tDnEJCYwRyP4pK80ZIQftPLkJZ2wFw9ObUD5kBg7LjfqqblQVfoKmwGvJBQrcLuDlnNYOHwKeYnJtjbt5+DKzvcyQrGyzCjWVCekVDeLXOsXOZ0Hg7r1g2eOWmFr2gKKNeg2dPFd18V8WapQgAAHx5JREFUucBXqh+k3Q1h3T0q1UF3+qLErAuvepXC3dvOVX1tnS9gxwzk7ra0LQXwOykzBfKGaoMXxKA2ea4vUA7JPn/1QyMN5tDgmo/cCIySaw69CWnwVBfAHI8ik7zhkgLn3dz+cfWxbTD3We9Mw+i3vmVdTl4VwG1Y1URtRhTrXdSAV45PoR86hn7sIXbHJln64CJ3S4IJoGhYUx7m7CL2G5Y7Pg6MCSuWXJe4Ht7j45I33GjpAmZZGwRlsZ1Ps4HcHW7SMCe5yx2XrrGARnfcqw3qONO8ylOdHC5SII+5zngk3V8SBOTQpyd6pmDurRTMLddc2nO5j9wouA4O7UyjPFDqC5x3CczxKDapGy4p7ezmBULksj3ccrWcSGAu/U/KXq66Vx3qvuGs9AVyJ/7angbRicHWdTAyiPwYTM1TGZvi+vIqN++tIUyTgg5FYb3ytiOe0SwQz2G9ZwDNCVfRFKe8BsMKjAfOHa4sc/oh7Q4K6dF/pw6lz+oFgBvIm+pVL37cQK5eGHgsU9NKIgKWUlfHzoqrrA6L8VWk8mPaUVMg91VfoBxSMPfTyIM5jLZrDqMV0gJ9cG+7CObQh/60qSTAebfHKtLO0wLMw5bT7g7bTshKA5Ab1sswIJMBIwvZHOQKyMIYZqXE2q2rrK9vkAEmNRvIgbyoQ7j6qoWtaOqc5M6sKy4YdzvVtYcYucZFhWOvcB8VhNV52D1B3f7shmf3OHoBuV9iFdaiAnmnjra7TZ2AYxgYV987LjCEYhuf9quufUkgkEMfoRxGADbalASklJYnMKpwrsSaj+QIjGJIi6qud7TLYA7RYa5fGnY4b+cfmXbBvHZB7bjA7nUS7xsMXWmaHF8FUh2X3AFyXbdA3IHxbM565fOQL0JhDHIFKhIWF++w8tlVTooK84YF5VmagdyQ6s2dCpA3hJS43Gs3jKsd9A0bUQ5sbiDwhG7XeNRAWB1TV/1+u7nXdmwb1jyAvO3fcQxwH6s7HqbACBpWII9JfYVySME8SKlrbl2cjGw4C4xmSIuqrna0x2DuVJlU9fsiIhGuuQLEXlfBYcrwg0yfamoLnDhpd36njNqsK45Dboer2GEqZLOQy0MhD4Wi9Rofh8kZ6yFCZplxuc2Xp01OlQTzpiRfhYxpAbiO7YNL6yVsCBZ+Ux86LzWW3A3SXgPgds49k7nAWrjeAd8ZVmpD6h54r4shNb2rTVHOu015w2dtlEhYuEqYAkNqmENWIBaXHBIA5ZCCeZCGDsyFoH6XfUiNumsOTQf8od9negaIPQBzPKpI8oZrx1kelPp7CuZ+oRlKmAyS2iPoHYfd86E7ToWKS+445Jls3RkvjsHYOExMWu/jk8j5A8i5A2yurbCzs8Vjh8c4tqcj1/fYXd2y6jTtpjgvsGHbdVOnFNYdoZ5/3QkXCKsOgsuxDtq/vWBauBLW3AkvePcpo+mjso2b2hQFyEVMx6sUyOPWoAE5JATKYQQgowMNHZi3KamcsEZ2JEYRzrsOiD0CczyqSfKGG1bnPNRvKiYwdzL7ueVeZXjV56ghbMWoO+T5AhTHYWoa5vbB3AIUCsixCaoz+7l44ya//OmPuPvbd3hucoexffvY21sjL3bIUMXE4nJT0jgzofrBAXI1lKTJQVfSN7jaav9EQ7KG9U2hKO6E6kFPTdemQ+4FamHPs05bUyCPsc74NIhADgmCchgBwOhAKZhbSsEcT7Ab+n2n63DeQzDHo6qkbrh+t7ObFwYtdxolQUdg7krndtFrxzRZB0rVOa/d4Gi/HJc8k4FczoobHxuH6VnYfxD5wIMwt5/qxjLbQufexbP87f/4Ae+++gpPaptMUKRwbAZ5dBZRhfLdRbSqRJogTCueXNYarIC2sJ1w9QmiNXfc5WYLpR9+4Svq2Dat8wFrpzw1XQPcu7dVwMbpBNTiBHJ1m7erML/B0OUPtjvuVN2TdnSBxxIF5TACcNGBUjC3NeoPHHLkA+dDPR5dhfMegzke1SV14/W7nd3a7qGgSgk3aQfMVdhuAHN8xtVe6DWnuQPlhgFZO3Z8fMJyyPcfRB49hbn/IEv37/LhP/2SDy9cZ/XTP3D53HmOlXd4bAIOVKuMr62xVRzjupbh1NQUlZ0yOytbTJgWFGTU/jkgXuu/4pw3zLCiALwXjHsNkgxYJ3ABq3s8RON4Nm0jv4uBAFc6zLnVGZM45A59aUetgHyEwlWcqnvSji5xWOKgPFWwHDAHRh7OU9fclnqCHwXXHLrooPYBzPGoMqkbr9/t7MZ27zaYO854U9iGusO63HIT+ymXwnbLZb1uTbfiyItjMDkN0zMwO49cOIxZKHDh3df5+5/8LW+8/R6r99Y4ru3xoCZ5OAcPCMhu7aJfusi+yQlyE5Pcnz3B5WtLFMvbPCwkxYY2isZX03zkaho83u3PDfCMN9Q2gL0rrdfFiVd5rYA8yJUODeReeVtnbS4rBfK4NehADgmF8pGAig5U+52lrjnpTaC2RjWkRVVsHe0TmONRbVI3XjfDSvpVd9hwlqCY6ChgroaxSGicRlE25pFSWSasWVamZ+HQESuGfHoWZvdx//4i/+dHP+LtX7/K+F6JB3U4lYWDBuzXYVZAoQpjeyYz6MixGf724jJXri7yPJJqRulD0wN77Hc1hMV5qc64OgOLl5NNfbXnoLnd8zDueFB5KpD77datzqMNISB+DnwExQGMKZA3VZ2EdnSqREI5jABQxKA0nKWukZ860dGohrSoiqWzfQRzPKpO6gbsajhRiLodJcE1jwPM1UJM57u00pj2SwKZLHLhEJx6lMr4JHvlXeT2OrfOvc/dcx+xUClxIgdHdTigw4wGEwKKpjUvuVaWyIrOtjbJ5vYic3sl9uUgJ52pEQUI5UFBDozXoNjtmKvrlEHwBGefAfIMeVHKC3Lbg4Dc64KgIU0IIHdfKPh8bamgfwqiKOg3pr53VFhEjQqQd5m3EgvlkIJ5GKVgrih1zetywcVI7Euxg2yfwRyatmNi1S847yuY0+yatxqHGpjbmWo/MUkzdTrlmRagV6tQqUB5D0q7yI1Vdj87z/ntMu++9QYz2/fIrt/hgeoma4ZgQUgOajAnYAIoSOshQYYE05TsLK1yfe0s40vrHDPgkIBxLGgXNpAL50FFTeErSjM9H+pjfw4D477A7OGUR3bHCQbgXgN54IVHSAUBeeTDVQrkkdQDzko0lMOIwESHGjgwb2eu8ghKXXNFKZx32NkEgDk0bcfEql/t7MZFQaidJQDO/fJK9YPqAKuZ7M+mk9aEiv1xR8LibeTiDda31/hos8LlS1d4PFPm5InD3J7Zx9LdDcaoMiVhUkIRywU3hG26A+ZWif2Ve/wxMGVY8D4OZISG0HQrdl3odhtdT/N0h7So0N0QyuI3CC6wd69zZ4kS/hLGHYdgwGpynIcNyAcfxp3qG74MOJDDAEA5jAhIdKgamEPPfjyJVuqa1zWKIS0wOCEgYTUo/elnO+O+KAgN+1J5Ux3wgHxquEqD++xUaFduCgv6pQmyCpUybG+h7W5SXLnH6a0djsoKcyaU7txnY1ty0KyyoMMUMCYhj3Wy1+2qTQlFCUeAg5q1PAdkhYamGaAZCGE/47MG5MoDhFTHXKC40e3CuIcrXhsntzOP+4Mrvb2uEyBvyNsBkDfAfReAfETDVZzqG74kGMilw2YhNBBQDimYh1Ht/DFIrnmXlc7Qosh10PK6X20o1TEkJsQtdzSIcD7IYK6WGao8OzxFiNb5VNe85pjb/yRq1MNdnLKqDqhXYK/MOBqf02BPF1RMycraBl+uQt6AfQImscJWDASaZkO1cOLGJRkhkUgEAuE45LqO0AzLKddsKHe74+rNnKGA3AuSWxyAfGE8KJOSz09+50ZPwO0QyP2c9qhKgbyp+oYvCQfyKM0bGCiHFMzDauDCWbos6fwtnLrmlkYxpAU6hNmEgTkMFpzHHVoStl5HcbnmUcpyh+i1gkH3ApP6z044gyitcs0qmCD0LIWMSZ49qtUKBWEyr0s0rLnGMwh0TUM4cC00q0gJAonQlAsIZ72wYbwByDUFxh1YdiBdGZQmII8K46IZNsPCeCt3HIK3gV87w1QdWF6XgDzy4SgF8sjqMZDDgEE5jBBAdKgUzJuVuuYupXBuKXSHEwjmkMJ5qzodxQXmUfsgXR+a8gmPdsrGupywFintMBaJkAKEgTRyCDQMrYxRrVIwzVpGIbQaYAvH5VaboIJjDcyFN4yrMeVqmE4NskPAuO+YeaQPDeO0dseb2qfmJT4gb3KvO/jRBf27kgL5UAI5DCCUwwjBQ4dKwbxZqWvukseJcGT2r0GB2bAalP70I6wl7guCyK55iJVO+5pW26EttbnKpX0DqAChW263IZBCB62KsKHdaaBogmq3lPCT2o2bynvTDZ5OWtd7rSvuOvxgXM3jp17DuEedUbZxUOhLFPm54+p7R4VFVJ9h3GlCw5chBHIYUCiHEQKHDuWAOZDCuaLUNXcphXNLLTubULdc1SDAeb/aGOcFQVTQD1N3QxqpgJgavuJ8tJ1szZohxXLCNQXe1bqE+sX1M/YCbTfEC+pP1qw77lY5Lofc/dnrnwF3X73WB8rLifdKNkRAPqLuuNOEhi9DCuQwwFAOIwQNHar+72nqmqtKXXMP+cD5SIxPaGAbADCHFM7D1Nlv17wpjwriznrXMjWzECA1K50mAMcll/5j2xB6oq5zO+bOMh9XvAGMw7jjccA44dxx8IarQLe5DSD32y7tKgVyzyY0fBhiIIcBh3JIwTyK0nAWb6WuuYdc4DAy+1loSBwQMIfBg/NBdc2jlNWUXjYvh3roiuqQA7UZWhx33Mms2cvVfG75Hv+dK3AP59ydr+Fpmi66HzgY92hD2G3YVF6MQN7PcBWn3hTIQysOIIchgHIYIWCIQTUwh45/hB2pyw8QiqrUNfdRCueWhqHDg9CnqCEhcdSnqpM624F8KQP+ipKN4+H3N5aE2vyJziwtauiLO1+Qq6uGpbhhXLrSN50/3EDeKsTEZ5AarndDhqnUivMB8igXBK22XdzuuFf2toE4hp2mFwAcQqMI5DAkUA4jBAsxKA1n8Zezc4kUzuvyYQH743ArENoGyC1XlcK5d32O4nDNw7Tdy5SopXdBtVpmQ1u9XGg1kQfxN5XR9KHxuxvGveC7CSqDOt4Cxp36ouxacbjjAU1rKDNOd9yd3d1m3wu2VgW1qSS54+qXBAM5xNu8oYFyGCFQiEEpmAfLCWlJR0ZRCud1NYDMAII5DA6cO+oVnMd1MeDXdi8Y9yQRj0UqtKorgkJS3GV6gZ7AA6RDOOFNQKmAfNMFbEATewrjHu1pyx0Pk7GFUiBvakLTl6QDecz/+A8VlMMIQUJMqoWzpGDepNQ195EPnI/EGA0CyEZV0vvUj/bFdTHQdL5ucQJvVW8TqHg55fZy4SqsFqLnV56fgx0A635hJr7uu2txnDDeUJ5vxlCLwpUZE5B7wXik4jtsR9LCVZwv3W5PTEAedzOHDsohBfOoqoE5xPJDHTalrrmPXEcjx2gb6nHyCiFoAqABVQrn8dXn+XOQIcqQjZDU5ExLa0dz3lHeG8BWySy9vgfJIxzFr+Fudz0KjHvlb9m0ABhX3wMrD14UrswkAPlwuOO4mzDCQA5DCuWQgnlU1cZLmYkkVV2pax4gF6gOPZyrB5ekg2w7Snqf+gnnYcMcmpa7VviV484fdNZ3Qk5UQBcux9kN5EF1e1bg1Z6g0I8AGG/XFYcEwXirzC3UCsZDF58CedtKMJDDEEM5pGAeVc7+INJwFl+ls7T4yANUhxLOVRBv6LOL0Ieh0ymc+9cXFFoStKKdNvs6tcoPsAHM7WXWwby5kqg04Q6V8fzaoiN9gXG7zhCLGsrtBoyr2fsdruLUmQJ5W+omkMOQQzmkYN6O0nCWYDnjk4K5h9xwLoZwH3Q75LUOKnG7atpB1yjDeZizr9c/Jq0K8AxRCXmqb4Bkjx3OSVS7WHRl9ljU/L1F+Enzl4D2trFB+gHjgeXGAOQdu+MxtCOJMO4sSIEcsCY37brE00+jffObvajKU3Fsb+3734epqdYJDx1C+/f/vp7vxRfhyJEOa48m8eUvo/3H/4j2H/5D22XUxqzDO4tFH/rfK0kpMXuwkw6kpOtFYs4H3ZPaQY/+D7yS3qe42+dVhlcdUYHcr0w/NcWV+5UhlLYJ5YXPcp+XO9RFfTV+CeiTWl5ICVF/efaP1mPl17Yw7ngK5D2RpzueAnlNsTjl+l/+pVKiAdVqDebMV1+No4qatG98A3HmDObPfoa8erW2XDz3HNoTT2C+/DLy3LmmfMPi1mnf/z7mX/81rK15JxgfRzz5JOZ//++ws9NRXbUfoBPOMjGBePFF5H/5Lx3DeicSL76I/PWv4caNvrVBVfpE0AB5uJhDsS/6uqMebrk736Arqc65YxS3BTweZUVZ31RPxONjpDH1cMhri9wxEu7CPNrVsq4IitMVh86c8YDFtTJbAn4Mcl+oR64iDVfpSAME5BATlFf/63+tfdZffJGqC5jE00/HUU1NcnUVceZMHcqFQDt1yh9UnXxOe2JtTYyK4ymXExOwu+sP5BHraADzuEE8YU/17ERprHkLDSOcB4Yt2PJbP6iddkdLuNWvfrnhzat9YdsW5ZAU5wWKdH0OKquhf3bChqd4KsvwSBuXGi4EIqqfMN6y7BjHya++XgB5QmAcUiAPq97FlOu65XKfPInc2MD81a/g3j1rXbGI9sILiEOHoFzG/OAD5Icf+hYlr1xBO30acjkolRBHjyKXlyGTqSeamkL7+tcR8/MgJfL6dczXXkPu7VnNefFF5B/+gDh9GiYnkZ99hvzVryyXHxBPPYV48kmQEvONN5r6Ir78ZcSpU2AYyEuXkL/5DVQqnu0VCwuI55+HsTHklSvIV1+16jl0CO1P/sRqxxNPIK9ft9rw6KNoX/gC5HLI27et9NvbiH/zbwDQ/t2/s9r1yitw8WK9oiNH0L7zHWus//IvrXa9+Sbad7+L+coraE8/jdzYQP74x4hvfxtx8KDV/qUl5Guvwf37VjmGYfXv5EmrDcvLyJ/+tFa/+E//ydoOL70EOzuIr38dlHHmtdfAHudAHT2K+OpXrQuJvT3k++/D++9b644dQzz7rLXu/n2rfcvL8M1vWo79d75j1ffWW/Dee63r6pFSOG+hYYTzJnkQYQrn3W9Lq2WOutE2FbyEjKeOBpB2lylcEB6wrPYW8jfZsk0ddC4WEA9oQ8cw3qqQCOoIxmNoRwrkHRfRayCHHkK5OH4c8+c/x3zlFcSzz6K98ALmj34EgPYv/yXy8mXMX/wCxsfR/+zPqK6uwmefeRdWrSKvXEE89BDyo48s1/zcOcTnP9+QzHz3Xbh1C7JZtG9/G/HMM8jXX6//Jk6dwnzpJahW0f78z+HMGeTHH1uw+NRTmD/5CWxsWNCp9uUrX4HJScy/+RswTcSf/ini6aeRv/udd98fesiqp1xGfOc7iC99CemAfrEIuZwVbiIEHD6M9uyzmD/9KaysIL72NcS3voX88Y8tmP7+9zF/+EPvfwVu3MB86SW0P/kTzB/8wFo2MWG14dAhzP/1v2rOtLx2Dfnyy1b7v/IVK8/f/I2V9qtfhdlZa/tsb8PCgnUR8OMfo3/3u5h/9Vf1w8XUFFIZZ/GtbyGfeQZef91726nj8s/+GfIf/sHKm8vV2sr8POIb30D+7GewuAinTyP+xb9A/s//Cb/6FRw8mKjwFbckkN4I2kI+cD5w4xUUxuK1otew2G25oySSFtoS1TmP4wzsnGCc8uMC9KarV59OOQDe1Bfh8bUVqIvOxyQMiHvW7VlYpMUNZfcKxp361PfIVXTQlkgXN91VUxN6AeQxTU7RDyCHHt3oCViO77Vrlrt57pzlYAMsLCDyeeTbb4Npwvo65tmzaA89FFieef685XJns4jDh5FXrjQmWFuD69ctR3pnB/n++4jDhxvb9OGHFnSWSlZ+u03i1Cnk2bOWc1wuI998syGfeOwxyxkvlaz177xjueZ+ff/DH2Bz06rnnXcQat+ktMqvVqFSQZw+bdW9tGRdfPzud4gDB+rA2qbkW29BuVx388+etb5Xq1b98/OQzVr9e+QR5Ouvw9aWBZd37tT+QXD2KSmltc49zh98YP3jEUamCTMz1j8cpZLVZ4DHHrMuju7eteo4d85Ku7DQ0Rj0WumNoCEkG18JMne6KxnwGlSp7e9Vn8KWHaZtsbRTNn6MbQwU0GgoV/j8jnxueHQ3teWNn+02V+B702ZTHwgJzB5lteqmBMyw5cegoD6FDlfpEMgTchzxdMdTIG+p3oWvbG/XP1cq1g2hQiAmJmBsDN0OiQBA05C3bgWXd/s2olCwXOerV5tDRwoFtOeftwAxk7E2VqnUkMTc3q7vApUKjI1ZK8bG6qE1YAG1Ui6GgfYXf1FfFnTwAaSaf2OjXg9Y8d828HrWXS5bacbHrbztSm2DEIhnn7XCUwqFmntOoQC6bm2bsPH5+Ty88IIVCuOMc5jQFUD+/OeIL34RvvIVWF62/mm4c8f6TZw5A+o/H7reOG4DpDSkJYQcZ9EeqoGa4zyqW64qqpM7CEpyn/pxplUvBtp1zwN/SkH35jgVRfzXph21AqK2LoC66YyHKSiC+umOO/UmAMbBB8i7rSEAckjAPOVycxM2Nqj+9V9HzmueP4/29NNUf/KTpnXaV74CQPWHP4TdXcSJE2gvvNBcv/3esDm3ty0IdqR+3tmBSsUKBdnaCtVOMT5e38gTE4353AfTra3G+jIZyOcbobodqfU8/DDixAkrRGZ93Qrv+d73rHV2/5iaqjvXfkVih/JIifzhD62LnhMnEB7j7KnFReTf/z1oGnz+81boyw9+YP0m3n4b3nmnvb4mUBJIQ1payAPmBgrOO1GSQbZdJb1P/WiTF6CHVgCZt7xp3lVZpzfYC48y/RQ5nCKg3EGC8UjVxOCOJ0SDCuSOedbvoexZ+Iqv7t5F7u0hvvCFmnvO7Czs398yq/zwQ6o//akVk+xWJmO5zKUSjI0hnnrKvxwafzvy4kXEmTNWaIVhNM0eIz/5BPHcc5azDJaDe/Sob/ni85+30uRyiC9+EanenOluy4ULiEcescJJdB3x7LPIu3frLvn2NkxO+uYPI5HJ1MJNyGSsGyrVNpw9i/ja16x4dyHgwAHLqd7ZsQ7mSv0yk0GWy8hSCYrFwHFukKbBww9bITOmabnrpmmt+/hjxOc+Vw9XyWTg2LH6jbwxjEG/lIa0hJBHqEHCzjvN8j0nRDxZ9CMEJIraOfd1q09xjUlsbYqYuanOFoPbCoRFhNAHNbyknVdQPWq/TEKOq1BeAauD6gwdptKDUBWnqpaKKVwlAWpqyoABeVKGsu9OOVJi/t3foT33nPWgHV1Hrqw0z3jipVLJ92Y/86230L75TfTvfQ+5toY8fx7xxBP+zaDuQ4hr15AffID2r/81zuwr4vTpetrf/tZ6INKf/7kF5ltbyI8+QvrcmCo//RTtz/6sPvvK22/79+nGDeQbb6B9+9vWzCd37lg3Qzplvfmm9SAmXbfmgA8AfN++nj8PR49aDxfa3bX6p4SKyN/+1roZ99/+W8hkrNlZXnoJKhXk229b/dY0zJdeQtrjzPe+B844P/lkqHaIhx+G55+3dqrVVWvmGYB795C//rXluE9NWRcQt2/XQprku+9as9l89avWWDoztgyQ0pCWEEqd8+S6zO0o6X1yu9jdblOriBO/dS0N8VaueRcUZ2hKyNWxOvBRlQR33K/+PqgJxpsWdkkDOsNKkISMsPOWHn00SW3vmnpxPB5m1cYvzA4zJPOUdyIB1sOZUgVLNH9O3Kj5/pzjCBdwfe5X5+PcZb36ErZfPTnpE2Gc23DK/RZ61dkQHh6yrihpo6gtCIeOQVytL2kwHqmq4XDHoU/uOAwckOtnz4ZqcP+d8gRKNXRSRVdt/JQnXfpqiB4g1K4k1sFBpK55sFLn3F+DOgBejnmSDsAOZHTjQsjT9bYXhgrDCHHcrDnnhEvvJXe2yMXEAOJqvaMM40Ft6LGamjFA4SqQPIfcUQrlPkrSeWEQ1QDmENuONMxKQ1pCKslw7stKISEqjJIOsu2oZUhGhPTdUEdhCt1qQ8Bvyhf4fQr0G8+4ATxisvZANOYNkxQgTxBBpkDePaVQHqBBP8/1W6rJFMo1T2UbWimch1JS4TxG/g5UVJAdBCX9HwFfOO9XDLdwL/D86i1lMD2DgkPkC6uoWfrpiodtwwi64zDY8eOQbCCHFMpbKgXzzhUpnCUVoMB5Cuat5YbzURswj4uT2vdBlt8/Aknplwoksd6I1M5VXRt5fJPH1JF2ihkEGI9U7fC4400asPhxSD6QQ8QbPVOlSpUqVapUqVKlShW/+j9PeapUqVKlSpUqVapUI64UylOlSpUqVapUqVKl6rNSKE+VKlWqVKlSpUqVqs9KoTxVqlSpUqVKlSpVqj4rhfJUqVKlSpUqVapUqfqsFMpTpUqVKlWqVKlSpeqzUihPlSpVqlSpUqVKlarPSqE8VapUqVKlSpUqVao+K4XyVKlSpUqVKlWqVKn6rBTKU6VKlSpVqlSpUqXqs/4fOGnd/zrdrdEAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 720x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"rectangle = (-1.0, 0.0, -0.5, 0.5)\n",
"\n",
"ax = plot_mandelbrot(MANDELBROT_SET, MANDELBROT_WIDTH, MANDELBROT_WIDTH * yn / xn, MANDELBROT_DPI,\n",
" MANDELBROT_XMIN, MANDELBROT_XMAX, MANDELBROT_YMIN, MANDELBROT_YMAX)\n",
"\n",
"rect = matplotlib.patches.Rectangle((rectangle[0], rectangle[2]),\n",
" rectangle[1] - rectangle[0], -(rectangle[2] - rectangle[3]),\n",
" linewidth=1, edgecolor='green', facecolor='none')\n",
"ax.add_patch(rect)\n",
"\n",
"xmin, xmax, xn = rectangle[0], rectangle[1], MANDELBROT_XN\n",
"ymin, ymax, yn = rectangle[2], rectangle[3], MANDELBROT_YN\n",
"\n",
"maxiter = 200\n",
"horizon = 2. ** 40\n",
"log_horizon = np.log(np.log(horizon)) / np.log(2)\n",
"Z, N = generate_mandelbrot_set(xmin, xmax, ymin, ymax, xn, yn, maxiter, horizon)\n",
"\n",
"with np.errstate(invalid='ignore'):\n",
" M = np.nan_to_num(N + 1 - np.log(np.log(np.abs(Z))) / np.log(2) + log_horizon)\n",
"\n",
"ax = plot_mandelbrot(M, MANDELBROT_WIDTH, MANDELBROT_WIDTH * yn / xn, MANDELBROT_DPI,\n",
" xmin, xmax, ymin, ymax)\n",
"\n",
"ax.arrow(-0.75, 0.1, 0, -0.05, color='green', width=0.005, alpha=0.8)\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Doing it in code\n",
"\n",
"In order to do this in code, we need to simplify our Mandelbrot-generator a bit.\n",
"\n",
"Let's start by creating a function which takes some complex input_variables and returns the number of iterations before the sequence diverges."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def mandelbrot(c, horizon, max_iter):\n",
" \"\"\"\n",
" Mandelbrot generator for a complex point.\n",
" \n",
" Args:\n",
" c: Point as a complex number\n",
" horizon: Divergence threshold\n",
" max_iter: Maximum number of iterations before\n",
" diverging\n",
" Returns:\n",
" Number of iterations before sequence diverged,\n",
" or max_iter if sequence did not diverge.\n",
" \"\"\"\n",
" \n",
" z = np.complex(0, 0)\n",
" \n",
" for n in range(max_iter):\n",
" if (np.abs(z) >= horizon):\n",
" return n\n",
" \n",
" z = z * z + c\n",
" \n",
" return max_iter"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Executing the walk\n",
"\n",
"We set the horizon to be $2.0$ and limit our walk to a maximum of $8$ steps.\n",
"\n",
"For a sense of completeness, we will save some statistics on the way."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'step': 0, 'n': 3, 'dt': 0.00015091896057128906}\n",
"{'step': 1, 'n': 33, 'dt': 0.0017991065979003906}\n",
"{'step': 2, 'n': 315, 'dt': 0.0037915706634521484}\n",
"{'step': 3, 'n': 3143, 'dt': 0.013049125671386719}\n",
"{'step': 4, 'n': 31417, 'dt': 0.07394623756408691}\n",
"{'step': 5, 'n': 314160, 'dt': 0.49338245391845703}\n",
"{'step': 6, 'n': 3141593, 'dt': 4.635183811187744}\n",
"{'step': 7, 'n': 31415927, 'dt': 47.680779218673706}\n"
]
},
{
"data": {
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"<style scoped>\n",
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"\n",
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>n</th>\n",
" <th>dt</th>\n",
" </tr>\n",
" <tr>\n",
" <th>step</th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0.0</th>\n",
" <td>3.0</td>\n",
" <td>0.000151</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1.0</th>\n",
" <td>33.0</td>\n",
" <td>0.001799</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2.0</th>\n",
" <td>315.0</td>\n",
" <td>0.003792</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3.0</th>\n",
" <td>3143.0</td>\n",
" <td>0.013049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4.0</th>\n",
" <td>31417.0</td>\n",
" <td>0.073946</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5.0</th>\n",
" <td>314160.0</td>\n",
" <td>0.493382</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6.0</th>\n",
" <td>3141593.0</td>\n",
" <td>4.635184</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7.0</th>\n",
" <td>31415927.0</td>\n",
" <td>47.680779</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" n dt\n",
"step \n",
"0.0 3.0 0.000151\n",
"1.0 33.0 0.001799\n",
"2.0 315.0 0.003792\n",
"3.0 3143.0 0.013049\n",
"4.0 31417.0 0.073946\n",
"5.0 314160.0 0.493382\n",
"6.0 3141593.0 4.635184\n",
"7.0 31415927.0 47.680779"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"HORIZON = 2.0\n",
"NUM_DIGITS = 8\n",
"\n",
"x0 = -0.75\n",
"y0 = 0\n",
"\n",
"C = 0.1 ** np.arange(NUM_DIGITS)\n",
"\n",
"stat = pd.DataFrame([], columns=['step', 'n', 'dt'])\n",
"\n",
"t0 = time.time()\n",
"\n",
"for i, c in enumerate(C):\n",
" \n",
" n = mandelbrot(np.complex(x0, y0 + c), HORIZON, 10**NUM_DIGITS)\n",
" d = {\n",
" 'step': i,\n",
" 'n': n,\n",
" 'dt': time.time() - t0\n",
" }\n",
" \n",
" print(d)\n",
" stat = stat.append(d, ignore_index=True)\n",
"\n",
"stat.set_index('step', inplace=True)\n",
"display(stat)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Eureka!\n",
"\n",
"Do note the `n` column above, and the sequence that is revealing itself. This is $pi$.\n",
"\n",
"I find it amazing that a universal constant such as $\\pi$ pop up in the most bizarre places.\n",
"\n",
"Enough amazement, let's get back to earth: Do also notice the `dt`-column, which is the time in seconds from start to when a step completed. Let's plot this."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x720 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure()\n",
"\n",
"ax = plt.subplot(2,1,1)\n",
"stat.plot(y='dt', figsize=[16,10], ax=ax, sharex=True,\n",
" title='Mandelbrot Pi-Calculation time per digit')\n",
"\n",
"ax.set_xlabel('Step')\n",
"ax.set_ylabel('Time [S]')\n",
"\n",
"ax = plt.subplot(2,1,2)\n",
"stat.plot(y='dt', figsize=[16,10], ax=ax, sharex=True, logy=True,\n",
" title='Mandelbrot Pi-Calculation time per digit log-plot')\n",
"\n",
"ax.set_xlabel('Step')\n",
"ax.set_ylabel('Log(Time [S])')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Oh no!\n",
"\n",
"Here we see a programmers worst nightmare - exponential growth, or as it is known to us: $O\\left(c^n\\right)$.\n",
"\n",
"This, however makes sense. For each additional digit we compute for $pi$, the number of iterations necessary to compute this digit grows by a factor of $10$. This is best seen by the disturbingly flat log-plot above."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## A crude math-joke\n",
"\n",
"We previously explored the infinetely narrow border between the two largest bodies outside the Mandelbrot-set. There are of course lots of interesting regions to explore, and one of this regions is the point on the $x$-axis where the two curves of the upper and lower halves of the $y$-axis converge. The technical term for this region is the \"butt\"-region."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/lib/python3.7/site-packages/ipykernel_launcher.py:5: DeprecationWarning: object of type <class 'float'> cannot be safely interpreted as an integer.\n",
" \"\"\"\n",
"/usr/lib/python3.7/site-packages/ipykernel_launcher.py:6: DeprecationWarning: object of type <class 'float'> cannot be safely interpreted as an integer.\n",
" \n"
]
},
{
"data": {
"image/png": 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