{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# *PyMC3!!*" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "import pymc3 as pm\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import theano as th" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "PyMC3 is a package that is used for Bayesian inference. It is built on top of a package called `theano`. We may cover this eventually." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Samplers\n", "\n", "PyMC3 is most commonly used for MCMC (Markov Chain Monte Carlo) tools. The central focus of the package is the Model() object which builds a probabilistic model and which PyMC3 then *samples*. I italicize \"samples\" because PyMC3 also has several different MCMC samplers built into it. The sampler that we built in the MCMC intro was one of the originals, called a Metropolis-Hastings sampler.\n", "\n", "You mentioned another where parameters randomly shift but only one at a time. That one is called a Gibbs sampler. This one is better for high-dimensional spaces where the gradient of the function shifts quickly in some directions.\n", "\n", "However, for quick convergence the NUTS (No-U-Turn) sampler is often preferred. This one uses the gradient of the function to some extent in order to determine when the *trace* (that's another important word) starts to turn back on itself. The trace is the array that holds the values of every link in our Markov Chain." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Basics of PyMC3's `Model()`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's say we want to use Bayesian inference to perform a regression analysis of a target variable. Simple, right?\n", "\n", "It is with PyMC3!\n", "\n", "First, let's design a hypothetical linear relationship and then let's get a random sample of our target variable." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Intercept and coefficient\n", "intercept = 10.\n", "coef = 5.\n", "\n", "# Observed values for the target variable\n", "x_obs = np.random.normal(loc=10., scale=3., size=10_000)\n", "noise = np.random.normal(loc=0., scale=1., size=10_000)\n", "y_obs = intercept + coef * x_obs + noise" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Awesome! Now we can build a model with pm.Model(). With this, we can tell the computer what we think is happening behind the scenes and give it our priors. We use a `with` block to tell PyMC3 what model we are describing and we sample inside the sample block. When we sample, we will get a posterior distribution (remember MCMC approximates a probability distribution) for all of the parameters we put in for the distribution of our target variable.\n", "\n", "As is most common in linear regression, we will assume that the target variable is normally distributed around the linear relationship. This means that we will have to give two priors for the target's parameters. Mu $\\mu$ will be the expected value of $y = \\beta_0 + \\beta_1 \\cdot x$. Sigma $\\sigma$ will be the standard deviation of the residuals. But of course, it wouldn't be any fun to put the exact values in, so we will put priors for the uncertain terms involved." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":12: FutureWarning: In v4.0, pm.sample will return an `arviz.InferenceData` object instead of a `MultiTrace` by default. You can pass return_inferencedata=True or return_inferencedata=False to be safe and silence this warning.\n", " trace = pm.sample(1000)\n", "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (2 chains in 2 jobs)\n", "NUTS: [noise, coef, intercept]\n" ] }, { "data": { "text/html": [ "\n", "
\n", " \n", " \n", " 100.00% [4000/4000 00:41<00:00 Sampling 2 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 2 chains for 1_000 tune and 1_000 draw iterations (2_000 + 2_000 draws total) took 63 seconds.\n", "The acceptance probability does not match the target. It is 0.8960660022550735, but should be close to 0.8. Try to increase the number of tuning steps.\n", "The acceptance probability does not match the target. It is 0.9380052848602232, but should be close to 0.8. Try to increase the number of tuning steps.\n", ":14: DeprecationWarning: The function `traceplot` from PyMC3 is just an alias for `plot_trace` from ArviZ. Please switch to `pymc3.plot_trace` or `arviz.plot_trace`.\n", " pm.traceplot(trace, ['intercept','coef','noise'])\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Standard convention uses a with block to instantiate and describe a model\n", "with pm.Model() as exp1:\n", " # The coefficient, intercept, and average magnitude of the noise are unknown to us\n", " # So here we define our priors\n", " interc = pm.Normal('intercept', mu=0., sigma=5.)\n", " coeff = pm.Normal('coef', mu=3., sigma=2.)\n", " \n", " sigma = pm.HalfNormal('noise', sigma=0.5)\n", " \n", " y = pm.Normal('target', mu=coeff*x_obs + interc, sigma=sigma, observed=y_obs)\n", " \n", " trace = pm.sample(1000)\n", " \n", " pm.traceplot(trace, ['intercept','coef','noise'])\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Not bad, right?\n", "\n", "PyMC3 will default to a NUTS sampler most of the time, but using a different one is as easy including one line of code." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":12: FutureWarning: In v4.0, pm.sample will return an `arviz.InferenceData` object instead of a `MultiTrace` by default. You can pass return_inferencedata=True or return_inferencedata=False to be safe and silence this warning.\n", " trace = pm.sample(1000, step=step)\n", "Multiprocess sampling (2 chains in 2 jobs)\n", "CompoundStep\n", ">Slice: [noise]\n", ">Slice: [coef]\n", ">Slice: [intercept]\n" ] }, { "data": { "text/html": [ "\n", "
\n", " \n", " \n", " 100.00% [4000/4000 00:15<00:00 Sampling 2 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 2 chains for 1_000 tune and 1_000 draw iterations (2_000 + 2_000 draws total) took 33 seconds.\n", "The estimated number of effective samples is smaller than 200 for some parameters.\n", ":14: DeprecationWarning: The function `traceplot` from PyMC3 is just an alias for `plot_trace` from ArviZ. Please switch to `pymc3.plot_trace` or `arviz.plot_trace`.\n", " pm.traceplot(trace, ['intercept','coef','noise'])\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "with pm.Model() as exp1:\n", " # The coefficient, intercept, and average magnitude of the noise are unknown to us\n", " # So here we define our priors\n", " interc = pm.Normal('intercept', mu=0., sigma=5.)\n", " coeff = pm.Normal('coef', mu=3., sigma=2.)\n", " \n", " sigma = pm.HalfNormal('noise', sigma=0.5)\n", " \n", " y = pm.Normal('target', mu=coeff*x_obs + interc, sigma=sigma, observed=y_obs)\n", " \n", " step = pm.Slice()\n", " trace = pm.sample(1000, step=step)\n", " \n", " pm.traceplot(trace, ['intercept','coef','noise'])\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This same problem can be done even more easily using the GLM submodule inside PyMC3" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "The glm module is deprecated and will be removed in version 4.0\n", "We recommend to instead use Bambi https://bambinos.github.io/bambi/\n", ":6: FutureWarning: In v4.0, pm.sample will return an `arviz.InferenceData` object instead of a `MultiTrace` by default. You can pass return_inferencedata=True or return_inferencedata=False to be safe and silence this warning.\n", " trace = pm.sample(1500)\n", "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (2 chains in 2 jobs)\n", "NUTS: [sd, x, Intercept]\n" ] }, { "data": { "text/html": [ "\n", "
\n", " \n", " \n", " 100.00% [5000/5000 01:41<00:00 Sampling 2 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 2 chains for 1_000 tune and 1_500 draw iterations (2_000 + 3_000 draws total) took 122 seconds.\n", "The acceptance probability does not match the target. It is 0.9045149791298795, but should be close to 0.8. Try to increase the number of tuning steps.\n", ":8: DeprecationWarning: The function `traceplot` from PyMC3 is just an alias for `plot_trace` from ArviZ. Please switch to `pymc3.plot_trace` or `arviz.plot_trace`.\n", " pm.traceplot(trace,['sd','x','Intercept'])\n" ] }, { "data": { "image/png": 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8bhfHlUaPyF1+18NDQkKWpDdl4+e1EHbQQh4Yjs1V+bnfPcaTuwr8qx97BPUBd+mZGUjyMwM7+Jn37KBt2Dx7eZ0vnSvxU7/9ElFV5sMHhvjOA8O8e1fxdUshB9NRPvW33kMqqrJY6zKRf3P13SEhIW8OHcMhGVUppu7eJWobNq/O1zg0lmUwFeXCahPgns5DSBI8OpW/7b1pO2uTVFRl30j6nhQRT51YYudAiiMTd+7GxSIKR8az2I6LLIlz4jj3fiF1r9Zm/cJjO1J1Wd5cbKrK29+wpGPaVDoGnzm1zIf2DxGRZVzPo3hTHt6Tu4v0TGdLZ+1BIaGpTBUSdAybZPTuS+vXe31dXG0Ri8hMF5O8PFtlupC4ZYc1+Pv+ZTORT6C9hjWVvU059kOTWUzbZaqQCK7Xe8kH9w1t+neta1HpmFtmFLfDk7sHiG8zQE29B/eV/gzbjeL+tf3+g70CDvm24U+PLfLTv/0yf/nRcWYGkg98cXYzqajKxw6P8s9/9GFe/l+/k3/9Vx4hGVX5Pz5zjkd+7Uv8wu8f4w9enOPqevs1d9eKqSi65fBXf+tFluq9N+kZhISEvBHu9raORmT2Dqew3bsvfPp/yvM8DNthpaED96aDtlTvYTsukiQxmI7yRmq+hWqPr1xYe8PHBEK6tGMwSVO3uLR2+y6j63pcWmthex4gIcvSFjliU7duK09qdK1NXaqbma92xePcowqtr36IbWM+59BYdpOEtb+gfj2zi/cSz/PeEhVH13CIawr5hMaVUnvT92RJzAXZb0Ixvh28m/73Zqodk69eKLF8l8/oG+/t13ccmbgaFBnL9R5rTWPLz1iOG1wz/c7t5bUWjZ617cextnmel2o9ym2D5XqP0i2O5Y3y9MVSsEElSRLv3TNA7iYHb93annz4zFIj6Mbdjr67pqJI2+4i3orZcofPnFrGfANB4d9aq+CQtx2e5/EbX7vCP/7sOf7h9x/kf/u+g/wPH91/vw/rDaHIEu+YKfD3v/sAX/l7H+Szv/I+3jGT5yvnS3z833yTJ/6vr/C3/+g4v/PN6zx/tUKtc3etdyyi8PlffT/juTgXVptvuQV2SEjIG6NnORyfr3Ot1Nn273gI46LvfUi4ON6LBtors1V028V2XL5wdpXKNu4/L12vcna5seXr2XiER6by4ljf4D1pNBsjqSlcXmtzfqV5258zHRfTcnn2chlJYosUyfM8vnahxMXVWxd5S/Ueq039tn+/vwn2Rp5N27B56sQSG//Qdv7eUyeWOL249Tzfqii523xMz3Ru+Zq9HlabOl85f28K8Tvh4dE1bWpdk6HM5g7a0xdLJDSFqeKbqyLpbChEr663t734j6oy75jJ39Xkps/r3QDomg6dDYZEt9qzefZymS/4suP+9+OaQmEb3fsbbO/4uqbNcDqG6bhvSoB0Jh4hEREdScf1eOFaZZPNflO3gud6Nyptc9sW+7eaQbMcl3J7e0Wo5RfIG2dPX6usNZQ4htw3HNfjf//UWb52scQ/+P6DfO70Kj/yjsn7fVj3nB0DSX7ufTv5ufftxHZcziw3ef5qhVdma/znF+a4Xu5QTEWZKSaYLCSY8v8bz8UZy8UZycaIKDKxiILjevzPf3qaf/JDRzgwuj2te0hIyJvPrT565yodYhElkOOMZmMoinxX++b+2s3zRA7as5fXkWXpnnTQHp7IEY8oKLLE9xwZ3bqoCgqKG89opdFDlWUOjW2WH6ZjKvWe2M1/o7b0nzq5zHguflcpXyyioCoSPUssgBRZ2pSF1t/1Nm5hyuG6HmeXG7xzRyH4WtuwSUSULRLEN1Jw9szXtyh7984iqVu4zN28mO8Xf3fKxluodblSam95zV4PI5kYP7CNefDPn1nhvXsGSW1D4hdw0+mRkEjHIlvMJj52eJRG1+LccnNb7oJ3QrccvnB29Zbn78vn1/jIwWGiqsKZpQaaIm/LOj4ZVbEdj0rb2CLPvBWv9+pqbiNSoqnf6JT1r+rRbJyWbm37tdnu5b9jIEVLt5kuJG55T1tvGWiK/JpyazfyqL8BBGKDSpUlFmtdpotiHjETi2w7I/LDB4bueg8VfXlxn+ndVJx3DJtvXtleJmXQKX0Dze+wQAu5L+iWw6/+0QnmKh3+9Y89wiPTeX7wLQ5ivR+oiszRyRxHJ3PB13TL4ep6m4Vql3n/v1fn6yzXeyzXe/Qsh6F0lDG/YHvHTJ5X5mqcXKjzXYdGHihXt5CQkBucWKijyjLf+9AoUVVmIBVltdHjM6eW+a6DI7d3I9tQJKmyhKbK2O69sRUwHTfIOVqp64xkY2jq66usji/UuFJqE4sob9g2/KOHRogoMicX63f8OdtxKbWMwC5buamD1t/1vlWh17UcdMvZZEBxbK7GgZH0ljme/l90Xe+eRJ1sZ8GbiUeCHMyN3KyK/cjB4bvOI97LZsZa02C20uFdO+9sI39gNLMpo+qLZ1d5cvfAayoK4prIuDu1WN9ktV9uG8QiyhZ52+uhcwe5Zn/x3b+O3JvmhzxPXIM3j2FcKbVYrutMFhJ3LNDuZjZyN8Zz8ddlinNprcWuoXuf47pc7xGLyDQblv/6iPXIesugmNR47mqZTCzCh/YP3eUv3ZrPnFpmKB3jnTsKSJLEk7sGNuUJtnSL8yst3rmjEGSk3W6T5+XZGtOFBMWURiqqbvk5z/NY9eXkmVhkiyQ0FlEY2ebsW3Dd4L1uOWtYoIW85bR0i5/93VeIKBL/+C8d5n/5b2f4zC+/99s2lDkWUTg0lr3lTqfneTR6Fst1XRRsjR5L9R7PXlrnG5fL/P0/O82uoRRP7iry5K4i79k9EFryh4TcB273IdxfA7QNm4urLQbSGqPZOKbt3tUu2vMgn9R4/95Bvnqh9LqPrdYxiUZkEprK+ZUm47k4siRzfKHGE2rxlhEh21lU7BpMMV1M8s0r5Tc8s9XSbbFousvP2a5HJqYiy2K6RpI2FzD9DtqtFsCvzFZp9CyaPZsR/3b78ET2lq9Do2tR65icWKhzeDzLrsHtL25vVUpvp7z+wtlVpgqJG7JR/+s3n1sJiZ7p3MV86h46fnoe6627S7vGc/FNn+M9y6HaNu9YoHk3/f9Gz6LetTg8vrlLdna5ybt2Fu6JQcidurRfvbDGk7sGgs7yzZdRs2fx9MXSli5KfwM1oW2zGH1thxzQNZ1Nv7vdrvpgOsrQNuV9cOvjW6x1GUxHN113kgTDmRgL1d6m99FzV8tB9+uNzHIdHssGpisvXa9wdb3NDz06EeSTWY7HSkPIkr9wdpVDYxl23ua96rguY7k4X7tQoqmb/OVHJzdtvqw2dc4ui65pJq6ydpMU+kqpve04pf496Y04zIYFWshbSq1j8tO/8xLjuTj/8AcOMpKJ89Qvvefbtji7G5IkkUto5BLaFllHf3D7j19eYKne498+fZVf/eMTfHDvED/yjgk+tG8oDLkOCXmL6C/A15r6LR3GVFlm11CKYlLbIp253d/yPDET9fWLpU3OcN+8UmY0G7vDQsTDclxivpnANy6vk46pfMf+Yd7jO5nJsrRpkVluG+QT2m0LiVutAzOxCBfWWnje698l7vPc1TIzxSSSJNEx7Nu64fW7da7jQUTxzSM2SBzvYKjR6FmoirSpC3NqscH+0TRD6c3FTrNnUfd30Fv67TsuHcMmoSm3XfS/lvPyscMjm+Zr+txcoH390jqG7dxRanUvTR/7xcfd+OzpFR6dym+SBL6Wvq/neURVmZFsbMt5+8DeQaodk9OLDd4xU7j1H7gHtHQ7kCC7nrfl3N9KOgsQjyjUuhblVndbc3KvV/pW7ZoMJLdfaPXJxiPMVTrsHtrejNytrttjc7Utr+9QOhZsHt2uw/pGZtNmNkQrrDR0NEWh1DSCYygkteB98L1HRu943T8ymcewHR6dzvHM5TK266FtOLb+c5YkiKnKJoOPpm5xdV0Y1/TllXfCvVWnNHRxDHlQKTV1PvGbz7NnKM3f/+79/PC/ex7dcja1q0O2jyQJrf7V9Q4f3j/Mp/7We/ny3/0AR6dy/O+fPst3/ouv859fmNv2kHNISMgbo2PYvHCtsqV709ItTszXSWkKbX+xv52Fq+t5ZOORYHHc/7vltsHCbdzIOobN8fkaz14ubypW+ju6i7Uehu3iuh7H5qpBNtI3r5S3OOdtPP5F391wIy9cr4jcR7ZXiHztYolr67d+jI8fHefweBbLcWn0rE1ua6btMl8Rj2/YDl3TQZaElOnmBVnQQbvFY1Q7JobtbnIkdDzvlo51yajCRP7uRcnXL61jOd6muTNutSbzxPO/lQnIxuO71f365l34jx0euesczMbT8pXza1xea7FYu/Eafu3i3R0H+1xcbfHlc3c3CfnooZEgBPhO1uLX1tvBebj5+7GIgud5nLrpPD11YglZgj3bLDDuxJ3KhY8fHScZVfE8uLbeCTqHN96vt/7ts8tNLqw271oY33CD3PzEHdfb1usxkY/7srm+lHd7j3dhtUnmFrNruuXQ7FmBqcWN39v6wm18ffv84Uvzwe/e7PTZP7btbhTrlhNIDPs8dWKJL5xdxXVFsbxrKLWpQCy1dD5/ZgUQAfbXy7c3YTqxUKfetTg2V7ttoX3zsfeRYUsnvd69e7acx+vvloYr45C3hIVqlx/55PO8e2eRf/zxQ0wVk3z2V94X7PCGvH7+yQ8d4b17Bnh5toqmyvzCB3bx9H//If7Hj+3jT44t8uF//nX+7NXFTYP0ISEh94ZgAefd+CDeKOmREO5hC7UuZ1dadPwF+J0Kmo3f62eNbZdvXimzVO/x4QNDfPb0yiYnOtf1mKuIBYzreSzWepsWVRsXZTdv/Jq3KGIencrzXQeHt3SxQHSrNv5ty3FZrHVvaQsOogg4u9zg1EKdwXSUTPxG9+x6ucPxhVrw7+FMLJA4ypLEhdUmv//CLHDD8fBW51eRJZo9a5Ms7NHJfBC0u7E48pCCztntlpeGLQpFTZX54rnVuy6wmz2LUuv2DpIvXa8Gu/Qbn8PNBX+5bXC93LnjHFO/o9dXWqw0ept+p9mzth3bUkxptzQvuZla18TydwL6b4FbHWEuod3STc/zoNI2WKz1AiOXRtfipetVrpc7VDrG6zab2A6eJ8Lb+9dtIaltCczuXzo3n/sDoxme2FHclqEIbC265yodXp6t3vX3OoaD5wlTnY3Hczd2D6Yp3qLz9oWzq3zq5BKVtslaU79jBMW5leaWyIeEppDUVI6MZ7cYu/Svwe120NZbBi9er9Ax7KB79cG9Q7x/zyAeBJtKG2cIv3J+DcP/2UtrLU4v3X4DJBlVGcnGMG0Xy/E23e+6pr2lwNz4Er08W+O/vrKwSe210tBvG11w8+zi6yEs0ELedK6ut/nRTz7P9x4Z5e9+ZC/f9a++Qb1r3tWJKOS18eVza5zxb06KLPGxw6P8+S8+yT/4/oP8m69e4Uc++TyX75AvFBIS8tpwXI/nrpaDf/cXbX2DgfWWgeN6vHS9gm45HBxNM+PLn+70uR3ssnuiOPn86a020rdb8nj0O3lVvvfIKD3TYc7vPp1fbfLkrgFiERlVkfn40XGG0pvlmF3T2WJRr8rSpoWq6HDU0U2HCytNnFsYmCzXe5sWe13T4fLa7W3LL6w2UWSJhyaztHSb6+UOjutxfqW5qfiLqgqlph7s2kuS6LD1d977OXOLtW6wsx6cM0nMrGwMC395thoc50a77iulNvWuFfzerdAUmT3DqWDzq7+ovNVru5112sePjm8yxujTsxyeOrEUXF8XVlpcW2/fcfHXP+T+ZsFoNs5yvbdpluxuVv19CgmNd25DVvjS9Srltuk/br9Q2/oYHcMOOg83XzmpqMpSrcda80bxuNLoUUhqVNti/uvNoGvaLDd0oqqCKkt4eDR1K1j838zNp85yXCpt444d0o28lkyyjXQMe9Osl7TNWcNsPMKvf+Vy4PC4ccNW8Y2I1ltGELtxq2trodoN3hNfv7Tuz0HKvDJX4/RSY0s3qX9k252TG87EeHLXAF8+vxbcg+KaEkhNVUVmRzG5yaUyoak8uWsAgO9/aIx377q9kc1UIUGjZ/G+PYOByVCfUtPYMHMmbTmva02drulwaa1FrWNS75q4nhcoIm6mf3qfu1qm6b/Wr7VWCwu0kDeVs8sNPvHJ5/nJd0/z33/XPrIJjf/yN94VOP2E3Dv+/vcc4Dv2D/PybJUFX44kSRIfPTTCX/zq+3jfngF+8De+yb97+mrYTQsJuQdsXODWexYNf/HSX5SWWjo9Swz1lzsGku+cCNtzcfPwGM/Fg/nTjb9xuzXPmaUGlY5JS7e4Xu4wkY8HHTjbEQVl27CxHZfPn1kNjjn4u4B6k1++brmbJFC263G93OGbV8vBgu7mhfhSrbfJHMLwC7PbLdU+fnSciCJTaQuZ33guju26zFe7mxaLXdMGSUKRhbyxb4k9lhXSK2eDSYjh5731O1v9ebG+XBJEVIDjeYEctP/71Y7B3pE7G4N4nuh83MkE4bW49Z1ZalC5Rc6Sqsh8/0NjQUfivXsG+PCB4UA61tStLc6E/evj2StiA2G+2mWh2kW3Nspe735sLd3ihWsVPn1q+a4/+/Gj44EELnBBvMVj6JZzy/w9zxOPZ9gOl1b9TqIkXt++W2B/Mf5GuFUXrNI2OblQ52OHR3yZpS879A0ogvkk/+dvvt5nKx1KLYPhzO3nw3TL4fmrFWBzFMNrYSClcWy2dtsA5Js7tJ4nHDF/9/lZhjNR1ho6x+ZqzFY6fPbUCqWWQc90sF2X3UMpsvEIbcO+ZWH98aPjjGRjVDsm1bZBtWtSauqMZeNEVWVL0dovbrfrEtuznCCU2vFEJt6/+NJFvnh2Fd10cF2PeERhOB3j+HwN3XIotQw+f1ZsxHzm9MptzZT6m0q24/HVC2volrPpvhKLKCRvMgvaeH3EIgoHRtM8NJHj4lqLEwt1Fqo98rdx0d74ux1TdASbr7EoDwu0kDeNY3M1fvw/vMjf/vAefva9O/iB33iWhWqXifybGzT57Y4Ild0c9BpVFX71O/fyp7/4JH/66iI/859evuVCICQk5PXRNe0gQLa/YD80liUVVYXpgCRxdrkZyH3utDbeOL8jS0JGtB1KTR3PE3Mq790zwLmVJq/O14Ld6AFfVrbRhc25eSEmic5Qv7NR75r+Am6r/PGx6QLv3zuIIktbdtwfnsxt6j7040BuLv76PHeljGm7zJa7xCMKliPO2ZHxbLBYvF7uoMoyU4V4sCsvSRId0+aSrw7oH+eJhTrH5mpUuyYvz1YxbZd0NELXdCimbyyqdg6mKCajgXTr1GKdy2stXM8LFAm361JUuyYdY+sc9a1qsu3UaVfX25sKl/5rYDsu18qdoNiZLXc4tVgPiqCvXSjx9Uvrt/yb/UVhPhmhkNQwnRuFwZbX/hZ89UKJRs/iwGgGx/WCDmijZ22ZSzu5UA9kYv1ju9VjjObit3TF9PAotQwWql0emb4RgK5bDpIkYTte0Jm7HedXmrftTpXbxo0AcTa/JtlEhP0jaZ46sRRsWoz6crhbcXMBs38kw+HxLJIk3bbwLbeN4Py93tCMtabBC9crgTx140ZNvWsGBeBGZitdiikh12wbNpois2Mgiet5QVdMkSSW6j0ur7WZ9bvXm56v6/G50yv0TIdnLq8H75ehTIxiKsLe4RSFmzbeb2wabK9AEw6ZN67jjuGwbzgtjEIkcc7PrTYptXTmq10aPYtsTGU0IzYFMjGVc8vNQMZ9bb29ScY7kU8wmI4ynIlt2VRpG3Zw3UiSOORNPyGJrrphO+wZSjFTTGLYzi1D5GHz/d20XSodY4sy4W6EBVrIm8I3r5T5a7/zEv/g+w7yk++eIaoq/NMfemhbQ9chb4xf+tBuPnZ4hJdnq1tuCPtHMnzqb72HoXSU7/n1Z3h1vnabvxISEnI3PAhmEgzLCaRyruth2A7H5mr0LAdFlhhIRXlsOs/oTSYKd6Les7hW7gRdkI1UO+YmqY9hO2QTYqFU71o8dWKZjx8dZ6aYDIqis0sNHp3Ko6lC4vixw5tzFD3Po2PYVDtmsHjtmCI7LLNBErSxeHv+agXLcbc8n2rH3LS47TtX3q4o6JoOmViE9+4ZwHE9al2TV+aq/MWZFcq+LO/UYh1Nlbm01g6G/PvhtaO+/bXteEiSxKS/EfiNS+s0dQsPL3DXzG6Ylfnc6RU+e2o5eL67hlIMpKJ0TYeFape1pr5FxtQ1bZ46scT1cgd3Q/ftVtzOFOJWfPzoOHuHt84bmrbL2eVGsCiuds0tC8wtC2r/n/25o7imErmpkNyOxPG7D4/ynj0DTBUSXF1vB4VgQlO2OAvPVjp0DRvX9Vj3NwBvVU+t1HtBp8fzRFF1bE58FuUSEXYPpbjqG9b0n+dASqNjOsHP3Y6EptxWS9YOZgr9+bwN35MlCcvxmCkmSUbFBsZ8tYfluJu6Xf1Tdnlts9lNo2vR1C3OrTTpbsOYa8u+iF9p3a2raTku+0fS7PDdDXXTCYwx7nRLiSgSp5YaWI6L6bgYtsv3Hhnl0akcg+kYluPhuh6ThTixiIJ+U2EqSeK16FkOg6mokIH6D3hqscHppQarzc3qgBvHs71idDwX58h4Nvi364nHu7jaomc6qIrM3uF0cE1YjoumykEkw3t2D3BgNB3IsU8vNXjFn+uTJIlUVGW1qbNjIEkqqrJY7bJY69I2bNIxFe2m2IqNhX6zZ2G7HovVHrrtBgX6zVb8wTPe8GIYtstoNv6a3UfDAi3knvPlc2v8zd8/xj/74Yf4S4+M8zd+7xUurbWC3aWQt4bzK00ul7bu2CQ0lX/2Iw/z9z6yj5/6jy9t2lEMCQl5bfS7W/GIQi4uih3H9dAUmaF0FNt1kSWJ1aZOo2sxWxYLuzt20Pz/Xax2GU7HeNz/YO9/5gcyvPaNbsvnz6zS0m3OrTRpGzb5RISnTiyR0NSgWzFVTPDqfI16VxRPT51YorRhgXFmqcmfHFvcNJ8xlI7SvmmAvn8ci/UeqZjqm4RsOH5/Z34kGwuOtW+4EfFt5C3H5dMnlwNnwe88OMxyo8dsWUgGpwsJ1poGqw2dlrFhoaRbJDQFTZGFxFGS0BSZlF902a5LRJbwgKOTOfYMp2n1bJ65XGa1qRNVZc5sUBhIEoGky/M8ZIQNfyYWYbKQoGc53Ox83z8XE/m4b/t/8+v3+roj37i0vslpsU/Enxfsm2o9OpXn0an8JsMCDzGr9c0rZTET6L9I/YXkfKVLqWmwsZuxna7ecr3HqYUGXzi7yt7hNB89NAKI7siXzq1tKvI+fnScoUyMctvgleu1TY+/EUWWqG7oFM4Uk+wbSeN5ohg1HVcYjjguf3pskXrXYqWuk4mpvG/P4G2PtR/3sNFgZiP982e5Qvpa3qAiqbZNrq63OTyeDTrCqaiwzv/iuY0zoOL5nF1ucGpDqHqlY9DoWnxg72Ag7dUtJ+jCiuO78Vdulxt4t66mqshcWG3dkO2a9ganya14iMLrzFKThydyqIpMIalxpdTm06eWeXW+TrltIMsiTsF2RNRB9KZOtyRJ/MDDYxSS2qYYgcVaj11+FzoWkf3n1v+d2z+PWxWi5bZB6aYZydmK2ATJxCPYfrE84Jv62I7HalPni34n93OnVzi/cmPNs3G96boeZ5YbxFSZ56+JmeCVps6JhTqlpk7HsDeFrEsSXPRnPV1XuOkencjx8GSO+UqXOX+MZDQb4y9Or2zZoNr49GzH42qpvel62Q5hgRZyT3nqxBJ/549P8Bs/8SgfOzyKLEv89LtnmNlGbkTIveWn3j3D9z00xrG5Kt+4hfzlRx+f5Lf/2uP8o0+f41988WI4lxYS8jroS+1cD3T7RpfI82AkGyOqKnRN8eG/3NAp+ouL7QQ755IaK80e5c6NRYvtuJxZbmDaLicX60EX7cMHhim3DVFY5OPBPfdyqRV0HSKK+MjPxCIossRUIUF0g5NuIanRNUXHr7EhA8xxtlrR247LaDYWLGg3LtQlSeLIRJZTi3X+0zevc3W9HUQF9I/h+asVXM8LFuqfOrlMKqoKCZYqs9zQsR2XiXycycKNz49ERGE8H99ket41nWCuzPOErXezZ3FxtUUmpjKYjvLQeJaRTBTDFh0IEAvC1YYuZo7837241mKtaeB6HicXGlTa5hajCMV/zUcyMT56aGTTwm4jGxdt2ymGPG7qOPm/Y7suz1+tBF3DU4t1nr9a2SK/cz3xnLqmHSwQ+9fZQFJj6Ob5qJsO+1Zd3ZOLdWzH5fB4hstrrSCKoanbLNc3u4B+4ewq37xSptQy+MjB4U2P/9SJpaCbMbahU+IBmioTU2U8oNYRxdjh8SyqLFHpiMIprik4nrdpxuqZy+s8c3l9U8fm5GKdtaaBabubTGpEd9hivtrFdT2aus2phXrw/WIqwuGxDJ85tRxck8VklJENmYarDZ1mz6bWMbfME+0cFPbvfQMbz/P4wtnVTa6cG9lS1N9kMHQ7av5z6kuli6lo4Hh5OyRJBLL3TBFR0exZHB7PMpgSRVVEkYiqCiuNHqtNHcN2t2ym675RTcew+Z1nZ4Nu7kwxgSSJIOx+N34797ZPn1oOAqb7uB6s+V974VqFEwt1xnNxHpnKYVguric2DPpdK8txGUrHODQqrqX+RtStjDskCY6MZ8knNHYOpHBdkWdWTEaJRkSOYbO32bX18R0FTi81WKz1sP2u42A6ypGJbNDpbuo2puNueX9vfC/Zrks2HrmtvPt2hAVayD3jv7w0z//vv53hP/61x/nA3kF+7dPnOLPU4L17BsKss/tIrWNt2q3cyDt3FPhvv/gePndmlV/5o+O31duHhHwrIEnSb0uSVJIk6cxtvi9JkvTrkiRdkSTplCRJj2743k9LknTZ/++nt/N4nkcQLCxJ0OjdeJ91TJtTi8LZLKGpFJNRHprIBg6CrufddjHmeeIDvuF3us4v39gVPr/SYjwXD7onui+/ulJqM5qNM1WIs9rUeXmuykAqyt7hNOO5OJIkZFkHRzOBNPORqfwmN11Zhv0jacptk0urLVxXyPcG0lHyN82XrDR0Xp6t8qWzYuB+43NxXY/1lkEqGsHxPL5+cZ2q363oLzD7hWW/8JvIxykkNQ6NZTBsh1rHxEN0fs4s1Ted17lKlyulNo7jIUsSEUVmZuDGrr4E7BhIMpqN8fTFdearXb58fg1NVZgqJPi6P+di2GLR1zVtDMtFliUOjmZIx1SaPYt0TGUgFd0y99Q/99fKHT5/ZmWLCqHthx1/6sRysPG1ne2vD+wdvGXIse2IwqR/rqKqwkg2tqmDBjCcjvId+4fomQ4XfbOFYJ0ogeXf32/OvOrzF2dWN5mNPHu5zMcOj7Dc6PHS9SqG7QZ/NxFRGMpENxRHYlas3Da4ut7mS35Xo39dPD5TYI+/qBVzTjc6heeWm5z03Q/zSY1dQynOLjcCkxeAfCKCabuBARaIrvVirUu5LQqylm5zZCxLIiqKjZdnxcbElVKLpy+u0zEc1lsGHmIz4oP7hwDh+PmZU6v82fEl3rWzSCGpYTkuV9fbgTT39FID3XaE2YNuI0nSJsfN1YZOxY8/MG2X524xC7aRm4uY/ttno5No27C3XFtJTWHfSJqBdBTX9ZgtdwKHzxvZaBuuC++GYc7FtRaVtkEsolDtmByZyLJ/JENcU6h3TTRFYddgCgmo3bRm0BQ56LDlkhFivhzQdj0urLb40rm14DXdWqzc+hxU2psfYyQb43G/2BxKR4mpMlfXO1xaa7NQ63K93GHfSDpYTxq+1DCfFPewQ2MZHpvOB3lvG4skSZIwbDHLGdcUElGFK2stFFkiHlEoJLRN90LP9Xj5egXDcnA9j67lsFjr8qmTyyzVevRMh0w8EmwC3PwUN3XQXI9cIrJJvtzoWXfNYgtXzSH3hN965hr/7AsX+YOfe1ewm/OOmXywaxpy//jOg8P84CPjvDpf4w9fnN/y/aligj/9756k1DT4ud975a7BiyEhDzD/CfjYHb7/3cAe/7+fB/4dgCRJBeAfAk8A7wT+oSRJ+bs9mIdHuX1jNzfrSxzxIB0TszQRRUaWRGdjsdYNDHwaPYvP3MEZr//5fngsy5O+dbSHR8+yWWvqwS5v/+fmKh2evlji9FITz4MdxRS6JebH+s5y+0bSnFtp0uxZwY74RkfDtbrBtfUO2XiEx3cU+PSpZdKxCOstI+gOllo6ries6qsdi0bPRFPkTdIsD7G4TGgKXdNhppikYzqMZmMM+7b+/QVMf1Po0ak8pxYbXFxrsdLQsV2PiCIzXUwyvUGB8ZlTwrFNFLGiMFYVKdjRF8YqwvAgE4/wvj0DqIrEhVXR/Sm1DGZ9E4Ge6ZCOqaiyzHNXy8I227BJRlWKqSgLVbH470vWnr1c5sVrlWABnNAUBtOxLd2QF69XsRyXd+4ovCZZ/1MnlrhyC1l6RBUSx/5x7PNnkBRZ8o0KxHP/8vkSX71QYq15Iy+sXwgs1XrUuxaSJKRgsNW64cBoJuhwgpDt/fnxJWYrXc6vtNg9lMJ2Pepd0VVcbehBASZJEt9zZJSWblNpGwykN3dTMvEIJ/2OVSGl0dQtXp6t0jNtDo1lODqZE10u06bZs4ipCrbrYbsemZjKXLVLMqry2PSNblEiqqBIEsfn63z5/BpfvbDG586s8NXza0wXk0EXb7KQ4PEdBYazMR6bzlNpmzR6Fp/2C2hVlllt9mj2LOKawkK1x6vzNYYysWBDYbneY6aYJB1XSUYVLMfdVDzZrotuObxzR4FkVN0kn+yzsVDZKonbWsXcKpIiFlG4uNri+Hyda+UOA6koh8YynF9pBcXdreR2V9fb7PUjITJxldWGzlcvlDixUGe9ZZCMqhRSGiuNHhFVJhYRbqells7vvzBLx7R5bCpPNhEhqsrB++16ucOB0TSG7ZC76ZrrSy+Xbuq09rm5QLm23uacf3/cOZhiZiDJYDrKnqEUw5kYhaTGSkMP8tYcV3Tgv+F3UfvP5VYbEI7rcXa5wWA6ypmlBj3TIa4p1LriWliodTf9nut5yLLY/PEQqoPdQym+6+Awta7J2eUGzZ4V5PndfM43ddAcUcRulLs+fbHEq3P1Lce5kbBAC3lDeJ7H//ulS/zmN67xRz//Lo5MZPm952c5uVDne46MbhpAD7m/aIp8Wze4bDzC7/71d6LKEn/1t17cYr0dEvKtgOd53wDulPb6ceD3PMELQE6SpFHgo8CXPM+rep5XA77EnQs9//GgrYtFRlRVNi2oLMdF8bs7Vf/91DYcdg/dXoYT/F1EZygWUTg2XwtkZSCKj4229/11wA88PMbHDo/w+I48o9kYEUXiol+UvDpfB0RBEoso5JMamiLzjpkCg+ko51eamLZLVJP9TqDFc1fKvHf3AE3dQlPkwPX1+asVyi0TVZbJxFTySQ1Jgq5hB2YKiiwxkY9zZqmBBCSjCqPZGCPZGKpvuT2eiwXnCURxMlkQG3oScNV3TGsZ1qb7VlJTmC4kAqc1SRLzUOXWjd14SRLn6dRig3rXYjgd49GpHHuGUxwcTQdhwtWOCOeNqP1Q5xt29J7nUfC7naYtTnKlYwRGCAC5uMZj0/ktnaxHpnLide+YOF7/dbp7D23XYGpT2G//NyzH5XOnV2jqFrbj8tyVMl+7WEK3HD5/ZpWr6yKA+uGJrJgfisjBjFK/eBzNxYMN0wurrVtafp9faW5Z3Na7opN4YDTNycU6V9fbtHSbRs8kGVUxbCcId/7c6RVaukWlY3J4LLvp8T93eoUvn1/zz1uER6fyvlxNFP9tw8Z2PZ69XKbRs5goJEhFVbLxCE3dJp/QMGyH2XKHV+drrDV1js/VMWyX9+8dDI671DJYb5vMljt85fwar8xW+fyZVWodk3Lb4Oxyg8ulFqosMZiJIknCmOTQaIadg0m+5tu0TxeTZGJqYDYDwpn65EID2/HYNZTiHTMFPM9jrakzkU/wylyNL55bu23W30a2Shy3vhb9BfpGWedyvUdSU9gxkGSqkCCuKUwXk8wMJG4bkq3Iotu3VNdZqvdYqvXYO5xi91CKsVyMYlJDU2UWql1M28VxxWzX8YUa1Y7JetPg3HKTT59aptYxWaz1giLs8FgmyEa70bkSj7vRxKi7oUAzbIeVRm/LOSgkteDcPX2xxF+cWWW9ZdDo2rieS6mlU+9aLNbEtW27LkPpKO/aWUSSJIpJjZrvOnvjvHos13vIkuhQZ2Iqh3xzm2IqSjqqkomp5BKRDbmHEhFV4dGpPLJvhmJYDk1dXKOPTuWDqKiu2XflFDR6Fp7nbXpujusxXUxsiZe6OfT7ZsICLeR143ke//iz5/nTVxf5r7/w7qB9m9DUbdtCh7x1HB7P8oOPjHNmqcGvffrclu/HNYVP/uRjTBUSfOI3n9+SpxIS8jZgHFjY8O9F/2u3+/odkYB6z8R1PTRVZq0pumQewrXw4lqLlm5RSETIJzRGMtFAGtT/cL7d7KflCMmWZbs3igJPmATsG04HnY6+IcWXzq2xUhdGJHPVLq/M1RjLxZgqJNjn35uvlzuM5+IYtoMkCUlcXFOC4qHf7QJIxSKsNQ1UWaKQ1JguJvE8j5ZuMVvpsNLoMV/tcny+ztnlJudWmoGZgu24rDUNjkxkScdUziw3WKr3OLlQZ6nWtweXGMvFg4X10ckc6WiEUT9TKRVVUSSJetfm2nonOC+uBwu1nm/eISFJQqLUf44eHpIEY7kY+0dEUdHPqOoYjv+fWCz2Z1m6hpCunVio89BEluFMTHSbkBjJxDapCiKKHKzGzi43eOrE0hZp+PH5Oj3L4XLp1vNHt+PweFZIKm9auHmeWGS7rke5bTA9kOTohCgCP7hv6Iajn+1waCxLQlMC++/+QrpnOkE3yHLcwGBlI6/O16h1zUCuCEIGn46q2I5HIaHheeLnzq80iSjCTGM8F8eyxZyN7Xq0dJv/dkJ0h1v+Iv0d03kenhBF2/Vyh4t+LILnwUK1x5VSG1mCg6MZJvJxnr5Y4qkTS4GcLR1TuVpqU24LG/6FqujuaKos5t6aOrIscXgsQy4eIRZRiEUUsnEhjXx1voYs3cjmSkZV9g2nkfxu69X1DvPVLh89NILluvRMm8Vad1MhK+atPJbqPRHXkNRYbxt89cIa18sd6l1R8N+uFt9oHnPz+77/vbYu7N7nKt3gpzda5w9n/I0ORRitXFvv8LnTK8iSdJvoAoJZT88TZhcusNrUGUxFycQiSJLEesugkNTYM5wmokhk4hG+76ExPE90cKeKCR6ZzKMqEpOFBHF/drXes1hp6DR6VvDevpVJTr/D/tSJJVbqOst1fUvXMBuP8PBkDhBFfD+XrNoV5iGW43FoLBNIGm3HQ7fc4P03ko2zdzgdFIogOvQvz1aRJInFWo9Ti42gSz5f6eJ6cHa5SaVtMJIV3TAJIQcWHV4H1xNS7JZu8cyldV6ZE+H2o9n4lo2ypy+WRHbjhnNguy6KLG3JyLvbrF5YoIW8LhzX4+//2Wmevljiv/7Cu5kuJvnaxRKnFxv88GMTgdY85MFjJBvjnTtuZMxsJKLI/IsfPcrjMwU+8ckXgl3YkJAQgSRJPy9J0iuSJL1SrdcZz4tuTrltcHGtSa1jCSe5WIRDYxkSmorridmruUo3kHn1FxW3/JD2xCIhFRUOge/aUQy+pVs2V9fbQUjxxl8/uVhntWGQjqrsGUpxfL7OQq0XDKc/Op3j6nob3XTRLZfPnl7h2GyNPz++hOm4tHXxtzVF5sBImsulFpbvlNbvcPQlbaPZOKPZGDPFxC2l7FFVxvOg0jE5OJJBlWV2DqaCqBXXFbvS/Rm66WKSa+U21a6JJEE2oaIqMgdG00H4sXj+DhFFIqYquK6H7Bcaaxs2lCQkLpfayDJ8x/5hcokIi7UeK40eay092Nmvtg0GUlGiERlVkdg3nGa1oaPKEgPpKAMpjVJL36QEUWQpWHyNZeMcncwFhg19bNdFAj58YCh4fW42GnFdjy+fW9u0UH/qxBJ/8uoCn/W7Zf3fjSgSHz00QrNn8+L1KuO5OLmEMHpRZSlYJD57uey7dFpB3qjnzzpeXmsFx7BzIBkssDcykNKwbJeFai+Qy718vcpircflUpvRXDzoAJt+Ef6ZUys0ezb5pMYH9w0RjygiZNwR82Mt3cbzRL5Zf85sJBu7sbDFY99ImqOTOTqGyNurdExGMzGy8QgdwyYbjzBX6W4ytEnFVBKaisSN0GfbcVmo9YgoEoNpYZ6xWBfX//c9NEYuofHolPjsK7UM/s3XrmA5LnOVDkv1Hp4nivae6bBQ6zGaTdAx7WA2KRuPYFguw5kotY7JF86uYjse51daGLbIwxvNxjdZr18ptbmw2qRnOkF0AIiNhuvlzo1cNP+1Xm8bXFhtcmA0HRgQbSSqKlxd73B5rU1TtyimNB6fLnCl1ObpiyXqfnj0ZoMUcX+aLibQVJnLay0qbZPnr1W4sNqi3DbIJzRSUZUTC3V0y0VTpMB1MKEpKLLky5pNlus9v4tqsd4yODKeJRNTA/fXW+059edqQcx8TubjWyS2Z5ebQbc/E4+Q0MS1NFNMMpqNM1NMcHGtFVy7jiskscdma7iux3NXy4FtfnC+IgofPzoezBTuHU6zUOvR1C1yiQiG7XCl1OIrF0rBvKE4Xo/BdNS/d3qkYioT+QTffWSUpCae50qjF0QybCzILGdzB831PGbLXc4ubc6nvVtXPSzQQl4zluPyt//oOKcWG/zx33w3o1nx4bnW0Kl0wvDjB52BVJSPHR5lsdblB3/jm1vkGLIs8WsfP8R3HhjiRz/5/Kah7JCQb3GWgMkN/57wv3a7r2/B87zf9DzvHZ7nvSOeTNNfm/cXOHuHxQJWtxzauo0sieJMU2WSUZVHp/ObFmY3L2aausXz1yqoioztClnd89dv7KAn/YKvd5O05rsOjfDxo+PsG0lTSGrIksTOwSQ90w7m3tZbBumYSjYRIa4pfOzwCIMZLXDRG8nGyMQjmI7Ls1fLfPfhURzPIxVVWWvqGJZLOhZhNBsLTE4UWcJ2XJbrvWDBoSoy6ZjKy7NVNEXGsF2KKY1YRA6MLhzXY6XRo+J3bJ46sUQmHkFCLELPLotF7eVSe1MRm4yqFJJaYOktIdHeIK/sz6UNpKKcWWpycbVJPKLw2HSeyXyCXYOp4DNLUSTKbUO4MnqisKp0TI4v1IPcI2VDAQRsKsbimsJkPhEUy/71wRM7CsQiCl84u8o3Lq1zfqXJeT/+oP9UdNuhY9qbnts7dxRIRsTiry+1619LT51YYr2tY9ouXz63xhfOrtLSLb58fo1Zf47wiR1FhtIx3wTCCK6vasdkrtplIh/H84Q1eqNnbVkg17sWTd3G2mCKkompDGWiHJ3M8cpsNdhgAEhFVeKawjcul4IQ6J7lsOQ77ZV9E4gvny9xYbUZ2K5LsMkwod41ObPU4MXrFc6tNHFcj91DaT64b4jdQykaPYvRbAzDdoJsT02R6VkOpuPieB5DmRiyJGbyFmuiI/e50yu8cLXid3kbrDb0wNE0E1OZ9A1jnr64HmSLnVioB3Ndjuvx3YdHg/fY6aUGc9UuLd1mPBfj3TuLvDxb5bHpPPtHxGbMpbUmL214v0r+sRq+jHPjdfKlc2ucW26y1tSDoPXpYoKlWo//+Oz1W85SnVtuMJDSODKeZfdQisValxevV9kznOLAaIar651AAigeR2wq7B1Oc7nUFtl+DZ1dQ0kem86zZzgVzFFdKbXJ+zNm5bbJQq2Hbjk0uhZXSx2+fH6NhWoXxxVW/FdKbXYNppirdOiaDslov0ATZ8y0b3S35io3juvUojCAubkA3T10Q+J7YqHOmeUmS/UeK00d3XS4tt7Bcbygo267HgOpKB/YN4gsS4E760vXb6jc+7OCLd3muw6OIEli3lVTZDRVJqoqJKPC6VXEUAhimkIxqXFqsUGtY9L14wxWGzoHRjPi2o8ogfPj5lrLw/U8jk7meHQqL2aCB5KM3ZQDfDfV863DIkJCboNuOfzSH7xKrWvyX37+XWTjES6sNnFd+LF3Tt3vwwt5DYzn4vyjjx8mFlFYbeiMZG/YCUuSxP/yPQeIRxR+5N8/zx/+jSfYeQv5REjItxifAv6WJEl/hDAEaXietyJJ0heA/2uDMch3AX//bn9MliTmyh1Gc3FURaLXdQJ5y3K9x1y1i+rv5vcsh2JKw7Rd4huys27uoPXld13Tpms6xCLR4JNcyJVgz3AqKFD6RdFTJ5YYy8VZaer+nIrKaDbK7sFUsDN8vdxhupikY9jEIwqNrkXPdElGVSq+dfhwNkZTt5jIxTk+XxOhrjGVqUICFy8Y5E/6GVEbc4v6QdCG7bBc13n3riK1rsnlUptiSuP8SotCQiwGHc/jXTsHeHW+huV4fPjAMGtNnY5uY7suM8UkmioTkSXmq2KnutoxqbQNhjMxym1R9A6mo+wbSWPZwtpcyPeELDMVVTm9JGaGqh2TsVyCjmEFsQB904y2YRONiM7Eo1M5zi43hTOlJxaAGw0fZD8jq9Gz+N3nZ2n1bPaOpNB8yanterxwrUpEkWj0bAbTwh1uNBMP5tEALPvGa9qnkNRom6KIi2tKsCsvSxI7B1KosoSqSLxzZ4F4REGVJT52eCTowkmSKJpUWWK9ZTKUieJ6HlOFOB3DZrHWY7qYxHJc4pqyJadKkSWulFq8c0PHdvdwmlfnaqy3DN69s8iJhTqNnkVSU2gbQoLbN8PZM5Rm3t/Q8yD4TFlt9nh8RhxzqaVTaZuBbLTaESYNtusxlo0zlImyXO/x3NUyxxcUKm0x66bIkj+XeSNrq2s6RBSZY3M1hjNRJvIJDoxkfPMMjd1DKQzL5Xq5TaVtMlVMkI6pOK5Ho2cxnInxjpk8pxbrXCm1sV2PX/v4YT5/ZpWHJrJUOwalphHIHPcOp1mu92jqNustMxgDOLvcYDAVDRwSN0pHdw+lmcgn8PAYTEUp+deS43kMZ6Is1LqbDHbOrzTRFJlcPLLJsKXP/tEMlY54bMN2iUUU1ho6H9o/SCEpCjdZYtNcpOOKOblCQsPxPPIJjdlyh1Q0IuZZbZdvXFrnQ/uG0FSZl65XiWsKw+ko89UuqZjKrqEkg2mNZy6XGc5Eg25muW3Q8jce+t1mzxP3sVLLIB4RjqPxiBKMvhSSGudWmptmxfpMFUURc3BUzIldXBNusn056+GJDOP5OLOVDo4rZIfXyx12DCRJ+12ujZxabPChfUP+vaCO54l7ayyisFjtkoyJGcf+XF8/36yt25xZFp3MTPxGB/38apOvXyzxyFSewVR0y2vU6FkYlgue2ExyXRG5YthOYPKz8XW5E2EHLWTbtA2bn/mdl9Fth9//2SeCtv+pxQavzN1pLj/kQUSSJI5O5nBcj5/67ReDncmN3/+737WPn3z3ND/6yRe2fD8k5EFDkqT/AjwP7JMkaVGSpJ+VJOkXJEn6Bf9HPgdcA64A/wH4RQDP86rA/wG87P/3a/7X7kgiqvCh/WJRs1zXsWwX2//QPb3U4JGpHNl4JOimzZa7XFwTu8KOe2uJY3/3V1NkCgmNkUyMd+0sbpIHXV1v0zZsdMsJdmGni0mW6z0My2E8F2PnYJKTiw0ulYQhRNe0hfvbXI1K28R0XJ6/VmGx1qVnOvQsIS+7UmrjuiKryvGlaasNnfWWge2IHKBdQ0lmBpLsHkqxbyTNvpF0YJbx3JUytuMyko3RMWzqXYvHpvMMpmPsG04z6puDuC589cIaLV2EYLd1i+V6j+MLNRzXw7TF3MauoRQzvvV8QlNQFZlMPEImpgY/U0honF1ucnW9zfPXKkh4nFyss+4vmIcyUVqGTVM30f3XyLAdEprCcDpGKqaSiqo8PJHl4mqLnYNJhjIx0tEIKw2dqQ05bLIkQrCvltq0dZs9w6LDc60sdvUjfvdQliSe2FFgvWXQNR2urLc2LZo3uk4en6/x2ZPLPHVimXPLTbqmeG376zdFljk8nuFSqYWEsJfXLYdjczU+f2Y1mHV77mqZa2VxbRwYTfvXl7g2Kh0TVZY4v9JEVeQgy20jUVUOuoZ9vn5xXbh4Wg5aRGYgpdHWbXS/M2I4LglNmHkcHMswmIoymo0hQRCCvlTr8cLVCmeXm3zzcpnxfBxNuSFXnC4mOTKeJZuIsFDtsdLQeXQqx5O7BkSXzBZduYgiM7DBNW/AN3GZyMdJxcSs2enlBo2exfGFOlOFBNm4cN/rv093D6bwPHF9vTpXI6oqTBUT2K5HIalxbK7GeC7OqcWGmK3b0E2MquLa2zGQxPFETh4I+epoLk46FmEgFd0UK3S51OL0Up2O4XBxg8Sx2jG5WmrTNW3KGzY5CkmNwXSUfFLbZLIBoug5vVT3O5QGg2lxro9O5Viu63zzSplyW0hJNwY2gygG8klNZCBKEhISJxfrLFS7rDaF+YaqSHzx3CqllkGtY7La1EnHVGzXY60hCkLdcqh3LeYqN+ZCHxrPMpDSgiiOti6kj3U/bByEk2PfaGjvcNqfo918Dc5WOpyYr4vAeEkUNSOZGBP5OFPFJOO5OC9dqwU/b7tCSnhtvcNqU+ezp1e5Xu7QNW2evVwOfu7hyRweHn9xepX9Ixmul7tiwyYvZic1RczgbZQ4aorMjoEka02Djileh3wiwjtnCsI4xhNy1Kja3yi78br27f9lSQJJ3OPXmgZnN7g4wt2jN8IOWsi2aHQtfvp3XmIwHeVf/5VHiEUUym2DasfkR98xefc/EPLAosgST/3Se4lrCs9dLZOKqpvyXX7pQ7uJRxR+7Def5/d/9gkO+wGjISEPGp7n/ZW7fN8Dfuk23/tt4Ldfy+OpshR0Y8ayMVqGzUgmhudLENdaOhO5OG3dJpeIkI1p/Mg7JviPz17HdFyiqnLLeQ0QMkHbn/+6tNYiFVVp9CxS0QgRWWah2kNTZb50bo2u6XBoLM33PzTGl86v0TFEeOrhsQyyLDNb6ZKLa7QNcRzHF8Qi59BYVrgCXi0zU0wipyTaus1SXeRe/fKH93BtXXS/dMvBtIXcsWsJudZyvUc+odHoWcgS7BpKsd42sB1xbl6ZrQOw3OixfzSN4wkDCRBywtFsnEbP4pnL65xeavDhA8OoikxMheWG2DG/sNrkyV0DgG99LUZCiEaUoJAotw1kWWL3UJr37rbpGA57h0SkAAib9Yc33NMAIdXyhFlCMSVyr5brOqoic36lxY6BJBJCCtfZYBLSr10enc5j+guxbDwSyLsc12PPUJorpRYvXq/i+t0EVZHoGA6rDYOZgQQvz9ZI+F2ypy+uM5jWSEUjZOKRQLK4ZygddIf+9NU61Y5JOqbytQslohGFsWyMpXqPqN9V+uC+IZ6+tC4CpHUbRREOdH1p3VguTs8UJikt3SZj2GKOT5Z4+mKJjuEgS5tDx3cMiI7r4Yksr87VubTWJh1TKaZEZzCmypxbbvL4TJdX52ust43AXl2ShIlLv6gdSkeDEPErpVYgDV1r6izWelTaJpbrkoqqaKrCXKVDRJGwHI+xXAzdcnjuapldg0k8RGHkuKIjlI1HyCVEQd2zHL5xaZ1y2+BaqY1uuxRTUZJRheMLdR6ZyjFZSDCSjfHFc6ucWmywbySNabss1ro8Ni2cUP/8+BKPTueDHNHTSw1AwvU8nthZ4J0zRZ67WubRqTw7BpLCIXKtxUg2RsKfU0poCpOFBIosMZ6L0TUdEZMhSdR7FtlEhPlKnZ2DKTRVppiMYjkuF1ZbmySO/e7wtfUOU4UExZTGSCbObKWNYXnsHU4hS/CHL82jKXIwK+gh4iomCwlOLNRRZYlcIsLMQJKJfCIouBZrXV6arXJgNMOVUptGz0KVZRKaim45fPHcWnANG7bLXl8mPF1I8OJsFc+70RF6eVZsshSSWjC/GY8o9J9NtWOy3jbYN7LZq2DvUDqYZz2zfGNe6+p6B1mSuFbusGcoxYL//nD8AOhDuzJcWGmhKUJuPVfpBuf/wGiar11Y48iEcHFt6hZRVfal2R7RiEwqJt6/18odVD8X7VKphSyJY+2ZblDw7hlOB8H2KU1ltalzpdTmw/tdGj2XhKaQiglFgiwJCbbnv49u9mYIZ9BC3jDVjsmP/9YLTBUS/NufeJSY39r+5pUy/9/LC3f57ZBvBeK+9GCx1guMQTY6if319+7gf/jofn7it14MNPwhId/uyJJEtWNhOWKhrpsOp5caOL55RaVt0jEdhjIx2rpNLCKz3jJ4eDxHRO5LtbxbSn36A/iaIuYkMrEI51eaGLbDRD7OwTHhdqepEqWWztOX1ulaDnPlLmeWGsxXhHRqMh/nsek8CX+YvW3YzAwkef+ewSAnbSgdY6Whc3G1RSGpkdQUdg2l+NK5VRzPw7JdJgsJVEXiynqHuXKXRteiazpBxlFTvzFf1TZtrpU7fHDfIJl4hOV6j1fnasHudv95PzqdDxZwj88UkKWNM0+iozKajXPeL7RaupB91nsm6y0jkBeNZuMcGstQbhvMljtIkjDW2OPPA1baBqcW65T9buCxuRonFxssVLtEFEnMXTku5bbBrkERcA1iwZmMqlxd7wRFjoQoelYbOqeXGpxdbtLU7cCUoWvavDpXo+O/ppYtuo5HxrNcK7epdAx0y2XX0A3J+K7BJFFV8WfUPI6MZzk0luHCaot0TCUeUXl4Mkc+oZHQVD5ycJgP7B1EkSXfqEV0+Mptg5V6j9WmTmND92XEz5C6tNZCU2TyCY10TOXscjPo5NW7JqmYkEfaGwq0QlKjZdicW27yzh0FhtJRoqqQV3YNB8cTDpzFlMb79gxuuoYH01HR8dMUDoxmiEYUXE+EJl9dv9FN6l83OwYTvG/PYHBNLNV71LqWcB50RXfS84Q0te9MqMoSp5cazFbE4noiHw9kwq2exe6hFCNZ8fyH0zHfwMRjrtINZswm8nEurbW4Xu7w8aPjnFio0zGF1HbjPNfh8WxwbAuVLmeXG8RUIbH87KkVal2Ri6VtkL31ZwITmhIUMK7nsVgVhWDG7/z1NxsurrVYrPUYy8U2dRnFHGOLA77E8fJam3MrDdq6zVxVuJSqssRj0/mge9rHdt1ABihLEpoic3KhzmK962cOusgSHBkXDqaZuOgEDqQ0VhtCGjmajfHYVJ7JvDDr6B/vYq0XmGY0exaW7TKei/mbOm7wvknHIxSTovvZNqxA2rqRlmGTTQhXyUemcsFjpKIKbdMOCssdg0kqbYPnrlaodkyOzdV4/95B3jFTYCwXD96/risMXFabOmeXxPv90mqLpbrY3FqsCRfHit/lPjKeJRZRcPxr7Op6h0NjGXKJCNPFBNOFBB3D5uJaC88/r7mEFqggJEmcA+H86CEhIUni+q51zWBzp941aRt2IAe+HWEHLeSOrLcM/upvvciRiSz/919+KAjGXG3ofPzoOD/w8Nj9PsSQe0i/G3pxtcXf+eMTfPqX3xvcJH/8iSmiqsxf+52X+M2ffAfv3lW8058KCXnbY9ouuYRKS4+wVOshSTCYimLYLlHfmAJEseV4MFvpMpqLs9bWg/dVvWNxfKHGdx4YDrowQJABVfQlU6/MVtk/mqFj2sxVu7ieR0pTec/uAZH1lYn5pg2yWAyrMq/4Eq7FWjcYvq93xQKiazlcXW+TjqpB0VBMaYGUOakpLNZ6XFpr0dRFOLZhO0zk4kQjMhFFZigTRfKtJjbKuhRJYu9wirmqsCn/3iOjFFOab+3dzz/z+NK5VUAioSmUWzqKJFFum6Kz5AnpWiauslTvocgSpZaBLIlFr5AkicWfYTu8PFujmIwyX+symIpycrHBcCbKSCZGOq6y3jSCwm0wHWXvUIqeadPo2RQSEVRF5sh4luPzdcbzcfKJCB3TYW61y6GkxgnfXc73E6GpW2RiKnuG0yzWukFnsC+tiigSR8azPH2pRFMXksWpQoLBVIyhTJRX/Y0uzxPhw5dLbZo9Cw+xmFuq9ZgqJBhKR1FkiaSmIEti46zZs7iy3gmCkvvGB2eWm3RNIac9OJYJFsD1nlgQTxcTGLYrjE4k4QBpOm4wN2VYvtR1w+bcC9cqyJJEPCLT6oliybBdOqZDRJUZy8aIqgqaIiMhsWMgGbgGLta6zBRTdAybs8sNFms9ComIL0m8ca2PZGPkEhFM2+O5K2Us1+WhiRwzxSTnV5o0fInueD7O3iHRifU8GMvGcDyPPUMpEpqK6YioBBCFfkxTsByPXDzCQxM5rpba5BIRZEkUjZfWWlQ6Iojc80RB+ZXza+wcSHFprcV4Lk5CU6j562jLcYkokpi5k2Xmq13RkYpHeOeOAif9wm4j1ysdLq622DOUYqUhZrRGs3GW62KjYO9wisd3FAKHzVHf4XK9ZWwKcu53cFq6RcewKSQ1Hp7IsVTvMZEXhcN/fWUBVZGDkPgD/hyXKsv+c/QYz8eJ+1mIl9ZaQXdwZiBJVJX56oVSYPjT7y7PVjq4nofleEFhnemYwpJfFd26tabOuRUh3+5vLlnOjbzG569WglnJ1aZBLCJyWXXLCTb9qx2T88tNxn2Hx+FM1J8Zc1iq66SiKsfna+wcSKIqQvZrOx5N3WKh2uWFaxUul9oMpDRyCZHPmPbly/2NiKNTOV6arbLW1Hn/nkGulzsUkhqllsFSTXSeoxGFQjLCgdE0F9daDKajKJJEIqbw8GSOy6U2ih/ZoMliXhBJIhMVzqK26wqzIhlE29CjrducXmqwfyTD2eUmV0rtYGPldoQdtJDbstrQ+cRvPs9jM3n+H784A/jGpTL/9+cvAFtzVELeHuwdTvGvf/wRFFniz48vcqUkPhz+8mMT/NMfeoif/71X+Pql9ft8lCEh95eIIovFt+2STUTwgHwyIrpKuh3MRXUMW5gYFOK8Z/cAjuMFu/wrDbFDf/NuMogCcKXR49hcLbjXxlSFdFQln9CQZYnPnl6h1DKo90SI8Vgu7g/P2xydzJHUFMptMxhQV2WJY3M1Xrle5dGpPPmk2OmWJNEtmcjHMR2Xk4sNklEFWZIYSotheMsWkqCab9ZxZqnJcr3H6aUGZ/zO4fmVJtWOgSxJXF5rIUnwZ8cXkSSJlm4HWVyu63FkPBd0G+arPXLxCJoiY9ouJX9X++Jqm4l8nErHZP9ImkIySqllEFHloCisdy1GMjGmiwneu3sQRZF5dCrHWlMES7d6NruGUhRTUYqpKFOFBB1/7q7cFvlKuuVwyZenLdZ6lFoGuukwlI7SMezAsKP/kbd3OM1oLk61Y4q5vMEUJxfrvG/vIHtH0kFQ9mAqSkJT6JnCcv7UUp1lPzDY9V+ny76k7LGZAmM58fgesG8kzdX1DsuNHl8+V+L8agvdcvm9F+a47N+TFVliqpDg+HyNqXyCmWKCRFTd5EinSuI8xSIKLcNCliX/Z5OktBvOe6Yj3Pl060aBdng8w55hce6OL9S4XGozX+0S9zPGYhGFb1xe5/dfmOPrl9bJxSOU24a/OI6w1tTpmmJWUnRhZeY3SNBAyE3PLjdZqvUwHZeBZBTP81hv9U03hAGNbjlcWBUW8a7n0bMcmj1x/jRVpq07ZGIih7Wp21xea3NxrcWF1RZPnVii3jM5uyxcIofSUR6ayHFsrsaF1Ra7h4QJiyxJRCMyj03lma92GUjdyK66XBJmI1dKbdJxlSd3FRlIRdk1lCIdFXLVCyvNTSH0mZjK3qE0qj/T5Hke18s35rcsR8yy9c124hGFUlNckz3TCdwdVT+brNQyODia4QN7B4OOzbV14aa4e0jM1xWT2o1cQE+85wd9w49610JTZSbzcb73yCgPT2QZz8UpNQ2OzdV4bDofdJJy8UhQVNW7VjBDBgRyvaSmcGKhzkpDp9w2aBs2xZSGJElCduobbKiyFHgVPDKZYygdo6VbfOHsauD0uGNASFerHeEguVzXWWnowazXYq3HiG8Q1DFsah2LZFRlOB3n5GKdQlIjoSmsNW9IbIczMdEB123GcnHW2wY7B5MMpqLUe+JcRCMy43kRXdF/ToosUe9a2I7HqYUG18odzi41OblQp2c62I6Hqsj88bF5Fmo9HEfcqxVZIukXw7Iktq88TxTARydyfOHsKvGIwsHRDPXejSiEWxF20EJuyWKty4//hxf58IEh/sH3HUSSJN9Jx+AjB4f50L7Bu/+RkG9ZpA2hl+t+QGT/9f/eh0bRVJlf+oNX+X8/cZSPHBy+z0cbEnJ/kCRhCb93KMXz10RRcmmtzUgmTsx32euZDqPZGJfX2uweSnFmqcHOwWQgb+n2pXA3WWpX2ga2P880kY8HWWYdwyYdi5CNi11hWZJo6WLxZDliUXt1vc1AKorpm3U8Np0PFlpRVSaqykiS6I6MZuMMpDQ6hoMiSUSjMtl4hD3DKY7NivmnEb9L8tL1KmeWGySjqtg1RuScgZ8P5psvvHS9ykpD55GpXCBletnftbZdl/F8HA+YKiSCHfkDo2mqXZNsPIIsi8V9Jh5hpphgvtrl4YksJxbqQfhwz3SIyGLnfTwXp9TS+fL5NWodi30jKTqmw/6RNBdWWzR1i9U54VTbv48dHM2w7O/Ki26Y6AwNpUVBJcsSjr8I2yj5k5CwbDHn0nd3nCwkqHVM9o2kubDS5OKqKExlScgyE5rCTDHJS7NVoqroHBwczfCNy2U84MBIGtfzmKt0WG8ZPDad50qpzbNXykzm4wynYxway/DKrOi6pWIi526u3GEoExOGKZkYS/Uus5Uu47k4sgSaKmbAsokIw5koF1dbJDSFkUyMwbTGi9crooMmK0iIHDRZlrhW3pDX5YoCqm3YvGtnkcl8HMOX5LV04b54ZDyL4jtKfvLrV8X1IIl/f/ncGiAW32eWGxSTGvmkxnK9RywiB6HkXdNh36iwWe8XqB1TSEczsQiW46L52XqrTZ0/PbaIpspBZ3ix1mUocBF1KSY1cokIuYRGpW0Edud7hlM4nsiFG8rE+PF3TlFuGVzxDTz+xvt28vVL6ziFBAlN5ep6G8txObPU5JGpXPC6n18R+WGpqMqpxQZ40LNsdg6mNkUxZOMRepbDcDzKVy+UGMsJuWXPdDg4lkG3HKIRmaIvnbyy3vYldUk8iUA+OFfpIkkEc1uG7XJqoY6mysJwZL0trvnRDG3DpmOK+0T/3nJhtcW+4XTwun3jctkPkW+SjUdIaDKPTOWpd0wM22HfcBrTcekYYpNiNBtjMB3l+HydwXSUrimcYGcrXUazMUotg8Vaj7im+OddBN1rqkwqppKMKkGn7Op6m1JLZ8dAIpBuK7LE1fU2o9kY1Y7JQxNZ5itd6j2LqUKSlKZwdb3NYFqYhoxkYsxXu5SaOqbj8WOPT7LS0Kn3zMAhVWSciQ2efFLz3WQ7XFvvsGswyfVym5liiqvrHSQ8dg4mkWU4Nl/jkakcKw2dQ2MZLq22ycYj7BpIkY6pLNd7DKQ0ah2TmWIy6HynYxE6ppjvdD0RsSD585cLNXGeTMdlodqlY9ihi2PIa2eu0uETn3yB7zkyGhRnID7M//YfHcfzxIdWyLcHP//+XRwYzXB8oc7f+L1X8DyPjxwc5t/+xKP83T8+wadOLt/vQwwJuS/olpA87RxM0jWdYAampVt0LYedg0l2DiY5vyIMEVYboptQ7ZiBhVe/MNv4YW1YDomoyqgvJ0zHIpxdauJ6HksNnflqh5OLQjLWL7hmiknimsJEPs6B0Qyj2RhrTZ2lWo8zSw3W/WKiYzo0dYvZSofr5Q4tw6JnufQskWPUzx9zHI9dQ0kM28V2PJZqPQ5PZNg/kmbvUIqhjJiremw6z6NTOQ6MZlAVmeliglRMZbqY4PxKE9N2eWQyxyOTeQ6MZtgzmPY7SjZfPLcazLxeXe9g2C6VjsFoJs5SrYfhd/Zs1+PV+TquJxam+WQE1xNW6ZfXWrQNm2vrHQ6NZXE9IS+aLYu5nNFsjB0DSSbycdIx0XncMZDkiZ0FDo1lcD1hfx7XFA6NZTi5KLoZmZjoDq03dTKxSPD6yFLfeEFiOBPlkakchuUECpOleg/wiEcUdg0l0S2HSsfkUqnN3uEUj07lSceEbFNEAkCtKyRhfXON2XLHl/U5YoHnFxQt3cKwHBo9i69fWqdjOlwvi2thJBtjoSrOZc9ycFwxZ9X25alrTYPxXJxUVMWwXcodk7imBPOPkiRRaZubsrpAGGM4nkcmHqGpW6h+flS9a6L6pgyVjhF0vPYOpxhIRbFd0RmKR1RkSSzK+7NjA77TY99JMp/UmCzEWarqPHOpHHSNhMlElEbPCiSk/bnCXCJCOqaiKhIHRzMMZ2Jkfcv0qUKCQkpjvWVwfqUZBMd/6bwI346qCsPZGHOVDscX6jieeL0GUhr/7cQSF9darNR7jObE5oQiSaSiir8J4rJrMCmMSnwHwfFcnO/YP8RgOsZUYbPN+1yly2JNuAZKiEW8Ikv0fBfOnukwXUgEhhEzxSRJTbwP6x0z6NhmYipRVabUMnBdcbzv2TNAPqnx+I4iEUXiernDsbkaF1dbrDZuhGVHFNmXJgsX1GRUZd9Imo5vElPtmGiqQr1r8uJslSslcV7ahsOwXwidXW7y9MV1Gj2LK6V20KUaSAmn2eFMNAiqtmyX+WoXTZECI51Gzw42o0YycfaPZIL71XAmhqpIDKSirPhukZfW2oGzpm7ZXFhtEVFk5qsdvnaxxPnVJruH0kK54MGxuRqvztc4s9QM7nWaIjNVSBD1r9dUVOHdu4okNBHZcWQ8x7of4O0BC9UeuuWS9d04H57Icna5yfRAgoSmENcUVho6+aRGOhbBwwve+5IkBbJ0w3L8uT7RQXM9D8XfvANYa+nMVbuMZTfnot1M2EEL2cTV9TY/8R9e5BOPT/Kr37knKM4aPYsndw/w6HQ+lDV+m/LYdJ4/+e/eLez3/78TfP/DY/yHn34HP/97r1BpG/zMe3bc70MMCXlLiUXE7vUXz60R9Xeyk1GVV+drJKMqLd0mFVUZ8B3vUlGVd+4o8JmTy3RNh5RvYQ2bA6vrPYtK22T3UErMZaw0KaaiyJLEQrWDhMRMMU7HN+kAEWhtOS7ZuObLKh32DqfJxCJBOPFwJkpbF9b3IBa7g6loILds9CwOjGQ4t9LkWrnNSCZGNKJQ6RhEVYUXr1YD6/14RGGp3iPmW74DPDyR5aofIjtTFDLCpKbw6nydeERhud5DKQgXP1WR+cDeQf7rKwtcWmvRNR1yiQgPT+Z5fCbP6eVGEDo8WUjQM22KySgtw2Kh2iOhiXm7frdwOBNjsdZlz3CKxXqPw+PZwNDIsF2mi4kgGNdxPY7N1lis9ej6UkeAC6stdg0m/bDfrnDeyydo6hZFX+omScK5c8yXN67URWeu/6n44QPDvHy9ylK9y6W1NqM5YeXdsxxKTYO5SpdiSqOl2xQSIlB8qSEK7cPjWaod0+8uCYnZfLXLZD7B8YUargeTfqZZ/5xHFBFC3Den2T+SDrpMhaQmpHH+wtmwHZHDpwnpqu14PHOlzA88PIbjinDdm7Oajk7mcD2P6xXReehLcR+eyNLoiTyp5brOcl0nHhGvSb+zuGc4xVPHl3A9WGno7BxIEvENKlyPYKO3X7yN5+I0dIsDo+kgS0u3HKJ+3p1pu1xYbZKJqYzl4izWepTbJtWOySNTOVRFyMtKLSO4pgHmql2evlQiG49warHBjoFk4DC4XO8xV+myazAZ/C3X9XCBM0tNYqowNolGhFTY9URQ8iPTeb7zwDDzVdFRMx0X3RTz+S5e0NkbSkc5MJpGloTE0bCcwKUzGxey6ItrLWIRJXAObeoW8YhMNq4FmwwiWiISdCFdz6Pmyw7XWybfeWCIx6bzLNa6aIocdBM9RHd748wfnjDe+NjhUQzbZaneo9mzOLFQJ6UJkx7LdhnJRGnqJglNDYqrqCqC53cMiPmpVFTluD/3N5SOkolFGMnGSWoqEb+g7Hfs+++z0VyMsysNGj2b9VaTnQMpjkwId+iLq00iinhf6x5gQLVjoUXEbN10MYnreewdSlPrClfTfpdyqpCgrdusNvVgFrKfe9cxLfIJjXPLTYYywugmGpE5NJbh9GKD4UyMoXSUSsdgspCg3rH810Xm2nrbd2N1guiDpm4xmIrx3FUxc2o7wvjGsETYfSYW8c/VDXnvTDHJbKXD3uE0Y9k4Z5Y32+7fTFighQRcXG3xE7/1Ij/znhl+6UO7g6+fXmzwP/7pKT77y+8NWtQh355EVfH6/83372I4E0WSJH7wkXH+3dNXWG3q/E8f3R9YJ4eEvN1xPTEbc2gsy5++ukAiqrBU6+F5UEyKRbgH/gK7LhasJ5Y4NJrhrO9MWGkbuJ63KQ9NkSR026Fn2aRjMR6ayIq/5XlM5hN0TYe4JiRDmZhKx3ACJ8ljczVWmzpD6SjrLSHBOjiWYbbSYSQT40y7KcKnoyqzlQ7paCSQXMUjCqbtUkhqHBgRXfNYRGG6mECVJVabOvPVLiOZGBFFQpYIgrf7uZh9Si2D/SNp5itdcokIZ5dF/tY1XzLWd3SLaQp5SWL3oMYrs2IGRpXFzncyqjJZSHCl1GbfSJqLqy3iEWFbvtbUicgyByezdE0bWZZo9Cyur3dE7plucXgsw5nlJobtcny+7ofoioXt/pE0jZ4VhIinYyqxiIyqyBwczSBJorvZM4WpRt99UpLgWqnDbLlDxe+KrLcNHNfjsek83/Bt7vt5ZeW2cJucKSY4udggFVX52sV1CkmNWtekmNJ4dCrH89cqQUH52HSek4t1Vps6B0ZFdpxuZ4Jzm4lFqHZMbFcUVJbjsmcoxfkVMW81kokRi8hCgui4JGPqpsDtR6byDKbF4w/6uWKyP+fleYAkiiPb9ZDALwRMPnJwmMt+MQ3Cxe7qeptDY8JZ0LAd5n1HjYSmkNRURjIiSmGykGCh1iUZVdk1lOJrF0u4rseAL59L+M6hAynN36wQRVHbsBnNxsj6wc2eB03fcCEbjzCSEZK4+UoPx/GC2R9x/SgkNCFh/cDeQb54do3DYxls1+PMUoPBdJSPHR6h2bOCLLnpYoJr6x2ultpM5BMsVHsoikS9a/LQRI6VRg/Ddrm40qLaNolFZC6stnA9MC2Hd8wUuLB6wyI+GpFZrunsGUlTaokZrSPjWZbqPaaLCUzbJZ/QglBvIeMTodulls5UIYEkScyW23gegX2+43pcX+8SiygoipjvWqr1/N8T3dj+a2tYLqcW60F8Ts9y+PrFMtGIcKBM+uHmmt8dTUZU4kmZlbqOqkgUkhFGMlEcT7gi7h5KUesIOfKlNdEZXqrrorvneWiKkEmXWjqjWZEzuLDS4tCYuIafvVJmtaEzmokhIdHULZ6+WOLcchPLdam0TY5O5qh0TFbqPcZzcTRVFkZMiM2f9ZZBqWUI+XJD5/B4FlmSGM7GGEgLuahuO8xVuhwYzfDwZI7Pn1llIBVlua5jOy7VjklUlWkZNoblMpGP4/rXxqHxLLrlcmQ8y1ylQyKq8tB4lmvlDrWuiYTESqPHwdEMLX8zYDwXx7AdWrrFu3cWkWUpsNnvO9Hi/3/TcQNH0NsRFmghAJxZavBTv/0Sv/jBXfzc+3YGX9cthyMTWf7w554IF94hAX0d/KLvmPbnv/Re/spvvsBKrcc//8TRwP46JOTtjOUPt9uukAHKksR0MUHbsNFUhaOTOSzHDQodw3IZGYrRNmzfEU5mrakjS9KmAi0ZVZn2Z2BAYq2pc73c4eGJLJWOSbNnsVQXFvARWaKhW+wZShFVFQ6Np8kmVBRJYrbSZbmuc63cZigd5eJaG8f1Ave5QjJKLCKsy3uWg6bKnPV3dUu+5fxK06Br2qw1DaYLCfIJDUUWM8kRVSbtS+Y0VUaWJGaKicDYISio8onA0KOQ1BjORCk1Tb5+aZ3La20KSU04/CU1FD/Y9fxKk50DSYbTMa6U2oG7pOW4RFUZy3Fp6RbH52vkExordZ2//Ng4s5UOsYjCakMnn9DYPZQiHlGwHDE3JRbv8N49A6iKxJmlprAN9+duz/r5S49O5ZAkWK7rTBZuSJGW6z0encqx1BCSSdvxWKz3mMzHg9cuF4/g+AvVhVpXSOHKHQ6OZlB8W/iOYZOMqmiqHDgVxiIyri/XAtEdW2+ZXC93qHVMOqbNestgz3A6MJpo6TYrDWGRno1HaPQsdEt0I+erXY6MZ7le7lBuG8wUE7gewpq93COXiGD7QcySJArcaETMddmuR1SRubDWIpeIMJSO8spsjWRUvLaVjunPR0lcWhMFiizBwxM5htJRTizUOTZXZTCtsd7W/NBiT4S0OyI3sC8LjUcUXxJZp+E7RR6dzPHkriLLtR6XSq1gfnDnYJLr5S7DGeGWut42ODSWQVUkqm2LnuUwlhUzeH3nw6F0lFrXoqlbeJ6QzfW7jp8/sxoU6obliAw5w0aSRG7c/hHxc5rvhrreMpkqxBlMRym3THTLYc9QinfM5Di33KLtF8WOK1wQO4bD/pEMqw0dVZbYNZhkvWUgAcfnRZi2mAEV18P+kQxN3eLYXI1HJnNEVfH+HPfNf+YqXSYLomB5bDrP5VKLh8azjOcSfPl8iVU/HHxoQ6B339l14/2lY9iMJoR7Zr1rEVEkbNelXDdYquv0TJsjE1lG/JiLfmwEwJVSWzgsAlO+5b4wLoqQjUcYTEd5/lqFobSQLKZjKoO+2U4sovDweBZZEsYnQ5kYMwNJSn6emGeLoPS+G6eqSCzUusyWO6h+oLQii7nK6WIS03cVP7PUYLnWY9dgEt0V11VCUzkwKub8lus9RrMxHp8pMFvpsFgTBXdf2l3rmFzzZdYT+Tg7BhKAx/H5uh9YrXN+pRlsEqRiQhK61hL3b0mSRJB6SnTnAqWZJF6DwXSUZs8iExfy7Er7hu3+7QhXUSGcXKjzV//ji/ydj+zdVJxdL3f43l9/Bstxyd+l0g/59mQin+CXP7yH8VycJ3YWOLXU4K//p5c3uT2FhLxdiUZk5iodXrouzB96puMvmIUl/YmFOhdWRejx3uEUE/k4T+wsirBX3ykvl9AYz8c3zaA1dYuFWg/b8YJYk+micMATMkqFvcMpYqpMvWfheaJjZVgOV9c7HJ+v84pv4a2pEvmEcH8bTGlBHpNhuwymNPIJjZoveax3TR6eyOH6Num65ZLUFLqmg6bIHF+oU+uarNZ1Fmo9Lq+1eXW+ztnlJsfn65i2y2yly4XVFm3dJq6pSBKcXW4GGWWLtR5t3SGuyUFMS1O3fKmSiizLKL4FfL1rUe9ZDGeiwWJ+NBsLMtASmuo7CcqM5WI8f7VCIamx1tSDnLErpbYIoFUkND+gtmM6fOlciQv+An6+2qPSEQ5//Rmn6+UOpabBobFsYEXe54VrVSTAdFyaui1eC3+e6/BYhmRMLICPL9SZKSYZzcaJR1Qul1p+2LHoMBV817iOaZOJicV533wll4iQ0FTKfvBzUxdzWH3zmSPjWfaNpJkqJHhoIsvF1ZaQqPodt3LbZOdgipOLjcANcbHWY62pgwTZhIrleMQiCk9fLHFsruYHoavMV7v0TAdVEblaM8WkcAn1uxulpkExqdE1RbZfP9y61DSodkxW/ZDxx6bzRPzCfKqQ4Mh4lnwiwqvzVVq6HUhOL621ubzWJqmpFJMaM0Uxx7Xiu12moyqW7WK7ni+hFeHUriucDs8uN1msipiLiCzeI30ZIYj3xqnFOtl4hIVaL7jeJ/15sVLLYCwbE+YiqSiPTuUoJDXWWzrPXinTNmyycVG0ZuOqX8C4fHD/EIfHs2iqzKdOLNPWLZZ858HZSpe9wxmmiwn2j2QoJDWKKc1/PGFf388Tm610AxfHrm8yMVlIMF1McHGtteHeIAmHTEQHbaneZa2p89JslXxS48h4ll2DSXYOJIPnBrDm5//1cV0P2/UYSGsMpKIMpqNYjsclf7Mkl1DZOZhiOBNjodol5uek9vPkQHz2z1Y6WLYbZI31HSLnq10KSS2wtm/2xMZC/9/JqCre212RITlX6TBdTJKJqYzn4uwZSgUdedvxgk6X64pMv/2jaUzbYaXRw9kgy83676d+QL3luDR1Cwmh/uk7jmZiER6bzrPW1EWGY88K1rhxTSEZVVmp6xyfr1NMaX5+o8NCrce1codkVGW5prNjMEXdnx81LIfzK01auo3mSzrhhutrPqEFzpcT+YQ//8odCTto3+a8Mlvlr/+nl/nfvvcgP/r4ZPB12xEa49/96+8MuyEh2+Kf/fDD9EybX/rD47zrn3yFz/zye9k3krn7L4aEfIsiZn4yDKajvHi9wrOXy2iqTCwiumemLXbSMzEVVRGzG0+dWOLJXUWev1ZG68iU2yb5RITJfCIwzFBliVhEwXZcUtEoT+wssFjr4bgi86ltCBOIoUxUBPOajm8FDzW/mBhKR7lcaiNLwnggn7BIaAoLtR47BpIkNIUr6226psPOgSQNXSzOyx1xPAdHs1xaa9Ls2cJhsSMWtabtMlVMUGmL7oEiS748UAmKKIDlhs5DE1nOLTdJRhV/519IEzXfTKS/iB5MRRlKi+yyfSOiy5RPaIGb3dnlBjPFBKtNg8W6CMaN+K6W4/k4uuVg2KIDeHmtLTpctR6D6SjTRZERdWapSSoqfq/WtRjNxrBdEeQtij0h77Rsl0emcniemNmqdIxgnqjP7qEUs5UOy3WdiCxxdV04ssUiCs9eKbPWNJDwyMYjwYzgroEUpZaQnsqyKEArvlHHzoEUp5caQdegmNQCd8yHJ7L+rJawnj+30kKVpcCso+LLKw+NZah2Tc6viNymflAwCCt2YZ/vYLtiN38gKTpQuuUEUQeFpIZpi5y1oUyM1aaO43o4nnjdj4xnWW3o6LYTFA2GJULM612TqUKCtaaB7brkExEs2+Oh8RzfuLRORJFZqveQfefTjmljuS6j2Ti7BpOYjgj9bfYsDNvFAxJRxf9fleFMjHpP2KonIgrz1S7JqMJUMcGpxQbVjkk6Fgmyr2YGEsRU4capWw4f3DvIVy6UeHgii+m4XC61SEVV3rdngo5hc3LRL5wjSnBexvMJWj0Lxc+ImxlIUu2Y5BOia9jvOPYdIHNxjaNTeUxHmLfsKCaodgzOLTd4ZCrPWlNIHJ/YUcS0HSKKeH1kSeR2AYEL51A6ysmFBg+NZ4lrKsv1LuW2CN6WJCGda/bswBr+6YulwLGwX3j0i7Rmz6LUMoJ/O75jqGG5LPizlnuGU0iIQjupqaRjEb50bk04ICY0xnNxfwawxUwxwUpDdLznql2OTua4UmoHZj2e55GIqqy3DIYzoksPBO+jr5xfo6lbNHoWHzk4Qr1n8oWzq5xZbpLwN4Qem87T7Fms+TLtqCqLjD/TZrWuBx2qdV82GovIrDZ0Jgpxjk7mgntVrWMxXRRdypdnKzwymWe53uPciihYdwwkcV2Pi6stpgqJ4P8fGsuQiqqMZeNEVTnojhm2yBmsdU2skrgfu57nm+t4mL508plL6xwcyzKaE9LV00sNfyMmwtX1Nm3dZrq42VDmZsIC7duY566U+Zu/f4z/4wcP84OPjAdfX2n0+Kn/+BKf/uX3MpG/8wUUErKRuKbyWz/1GP/4c+f5kX//PD/95AyfeHwyvI5C3pbYrvhAnq920VSZbCLCWDYedF/GcnFsP1PswGiaYiLKzGBSmIfEVJbrYpHQ1G2WG71gUR7XRNaZ4ofOnl1u4Hni642ehabIrDQ22/LvHkqhyBJP7CgyVxFmDrbr0exZHF+o88G9g6y1xOP15XG7BlOM5mJcL3eEc6Pv6NYxbC6utpjIx5ElnaZuk42rjOVi/Ox7dvDKXB3DEsqKgZQWhEsL84wYzZ7YRT4+XycVVRlKR8nGhUxueDxDOiZs8k8t1gFoG6LrOJyJovp2/XPVLitNMcsSVWVmK10SmiIW3X5YdMe0uVJq+9bhNh89NIJpu7QMJ3Ba/MjBYb55pcxEPuHbXsNOSSzaC0nNn42T8Dxhd39muclsRUgDZUnMHg2mNytI8gmN+WqX/SPpILy3P/O0ZyhNVFVo6cIdsy/Zm6t22D+SJhlVubDaouOHCZeaRuDuNpASTnh1PysuE1O5uNbyTVKEyYjpuJuMunTLRbdcElGFTOxGjlxMlWnpNo9M5lD8+bxdg0kcv+v0/LVKIAM8NJZlOBOl3rUwHZeZYpJsPEKlI+RuxaSGlolybK4mZqU8MZemKqJT0C9QXA/eu7vIkh/CfGGtyaNTeUYyMd8SX6Wp21wqtTg0msFxPWzHxfUI5gd122UgpQXOixP5OAvVLpLfpcsnxMxkJhbh9FKDCystjk7msH1LeMN2cfw5w9WGCIgutQyOL9Qpt40g9uDQmDCReebyOov+psVaU6fSMcklIrR1G1WW+PCBIV68XkW3HC6uCsfQ9+0eYCCtISG6NIfHMkT9+fyNAc3PX68wXxEFTL84PTSW4fhCjaSmBBsFA6kolbZBMRXl6GSOeldIHI9O5ugYws7+8HiWs0si4Pix6TyFpEY0kuHCapOpQoKHJ3JcWm0FEt1+MeZ5sGswuSnPLaKIcOnhdAxZIjD98TwhXa20Da7594iBVJRLay0M2w06VbOVroj+kCUemshSaQvZ4b5hEew8kRcGLmO5WHCPAxEpkoyqfPjgMC9eqzBb6TJf7bJvJI0yI95rIvtRD2S+sgQx32xEdMJEMHQ6HmE0G8d2xYZCx3SQJYlDIxm+crFEJhYhGVVJRlV6psOV9Ta7h9I8NJljudGj1JKYyMWDjmBcU4L8vr3DKfaNpLFdj9NLDZHD2DaJRxRqXRPDN9oZy8Y4vdQgqsocn69xca3FzkGhbBBOj2pgHrR3OBV0zPIJjXrXYm5Dl/dWhK2Rb1O+drHE3/z9Y/w/P/zQpuLMdT1Gs3F+4yceDQ1BQl4XsizzD77vEP/vJ47yya9f5Te/cQ3XdQMb4ZCQtwtRv2NzaU3sxruu2JluGzZjOWG4cHKxEQS/FtNR9g6n8RCL2f0jaXYPpYJFWr3nB7B2LTFL0n/L+C5gMVUJjALSsc37q8v1XmAGcHyhzrVyh4GUsAkfy8W4VGqT0FSe2FEQ2UT+rnTf7U5CuB3u9SV+rudS71qB+5tuuazUdeo9m+evljmxUGeh2uX4vPjfU4sNeqbDcl3s3ve7Mpa/o9zSRdH36lyd5XqPZFTl40fHkSXRLfyOfUPEIwqD6SiKIjNZSOB5UPYXRsOZKJoiU0hqdE3hRpjUVIbSMQbSwsXxxetVbFdYX49l40iShGG5Ik+pa2I6buBad3a5GSxmY6rIbjqz3AwCfhdrwp3vyHg2sBSXfcv7r1wo4bge622TxVqX3UMpoqrMfFVke11cFZLOcttgx0CSkWyMYlLjwmqLY3M1BlMag+loYO8vS8KyfzgTJarKDGdjQYdPt0RXT8y9qEEh3mffSJp9I2lW6jqm4zJZiIuw63qP3UMprq63aek2xaTG1fUOCzUxY/XwZJa2bjPiX3vDGSHxW2voXFxrkYlHkCSJQ2MZcskILd0mokjophOEEVc7ZtD9jEVEYXhuucX1cgcJeHymwKvzNbqWQzYRYc9wmmJSw3ZERMKZ5SallsF8VcxK5n15Y39Dr9Y1WfKlvuIceCzWeqSiwhHV9TxSMZUTC3XOLDdFeLkirum+pC8WEZsaz1xep9IWmXwrDZ22bvPEjgJjOTE7mE9EcD0xDxfxXRB7psNXLpRYb4niKRuPMJYTnbylmjD5mCok0W2Xc8tNmrpFz7S5Xu5QTEbZM5Tm0FiGnQNC3jyYjlLrCpfImYEkD09k0RQhCex3O5frwtHzwGia8Xyc5YaO7Xp0DIdq1xRB2qrMRD7O5VKLlYbOy7PC4XPHQJLDYxn2jaSDGTQQ848bw7E9z6PZs+mYDg3d4uBYBlWWmKt02DGQJJ/QODqZo5gUGxGZWISIIlFIiuu2H3y91jSotEWodKMnXA+z8Qg7iiLWotwWGw07BpIosoTpuCzVerR0i7WmQS6uocjw9Yslrq13cFzRdR7Px5nwZzolSUKSxOuTiqlMFhMcGM1gWA7Xy226ph1sWPzc+3agKBJLtR4nF+pU2kJyKyIxRCfrL86sIEuisHQ8sYFVbhkkNNGNTcciQZHYL85KvkQ45oeI5xPCVGkwLVxSRWc3IjrDhpDuHp3MMZaLb9pMGcqI1ySXiHB47O7qorBA+zbk82dW+eU/PM6/+itH+e4jo8HXVxs63/Prz9AzhT1zSMgb4cMHhvnsr7yPr19a5xO/+QL//X89eb8PKSTknmI5Lkencnzs8AgL1S61rpBgFZIaSU1lx0CSHQNJWrowIdjnuzgWkxq65VBuG/RMB9sRXY1ax+TCaotERGEoHUWSxIbZO3cUuVJqs9rUmSkm6Bpi1i0TU3lkKse+4TSD/m541Hd2HPdtyFcbOoWExjtm8oDvPJmOMlmIc26lyYmFOsOZGPtHM2TiERaqwuL98FhW2KuXO8QjCsmoKCQaPctf0IuF+Xguzu6hFId9iV2f9bbBI5M5HL/IaPQsxnKiCGjpNl3D5pXZKkfGM3z4wBDj+TgrDR2JG4Hcu4eS7B/NUO9ZOK7otC3Ve0EmkZAVyuARdJ3mKl2mCgmuV8SCdDQXJxOPMFvp+rbsN+ZxEpoSFFASotPQMiwencqxczDFYDrK2eUGw5m+06FEqSXmr2QJqv6s7ZVSW3TmBpI8d7VCpWOiyBJD6SjXyx3f4EDIKHcOJGkbtpDNOS6aIvtdCDEDJ6z+U778MsGjUzmKfqG9YyC5xS0TYKkmijHXn9EqNQ0USQrCmBOakBT2GUxF8TxhSS9BEA6sypI/ZxVhuijkqBdWmsxXunRNh4cmcqT8LLme5RBRJModw5dsyuwbSRNRJUYyMQopjUrb5MldA+iWg2mLLLf+PJ/teozlYoz518/DE1mKSTFrGFNlPDyG0zFmignyyQgRVcg6RVh0h5OLojs7nrth4JKOqYz7wd5HJ3M8MpVDU2WOTuaEWYyfdTeUjrLa1Cm3TYpJjYcnc5xfaaFbDrGIkIJWOyYDqSgpLcJqU6eli06oLIlZxrWmzrOXK5xcrIsOtCWC3ncPpUVHrCMs4Fu6zdOXSpiOy1rTYLmu884dRUzbFZ3nqMJ4Ls64X5DUuibj+TgSEp89teLPkQpHzo5hB06IAJoqM5KJsXsoFXRwepbDQrXLZT9LDkQe2M35dpWOwRm/M39sruZb54uC3gM/384kF4+gqTJ7htJoisx6y2AkG2POD6hebeo8Np0n7m/oN3oWc1VhjCNLEsWkhuW4JDSFwZQoUI/N1XA8j3rPpJiMMllI8LnTK1wutTm/KrqEYmYrxUgmhirLwoRDlig1dT8TTSITj9A2xIZBPKKQT2jEVLGJYbs3QuZVRSapqVxcbTFdSOB6wvxjsdYT164icXKxwUAyiu24XK90aenCPTSqyvy1J2d4cndRmOD49zTb9XjmcpmhdJRDYxkaPTNQAlQ6Jp8/s8rzVytBB+3aeocrq6LTfGGlxZnl5qY5wVsRShy/zfjUyWX+1z87zb//q4/x3j0Dwdc9z2MkG+Of/+jDxLWwcxZyb9gznOapX3oPv/gHr3J8vs5cpYNpu8GwbEjItzKeBy3dYq7SYSAphu0HUlFOLzWYrXbF4jIR4dX5OvuGhbztA3sHScci7BpMcXqxgaa65BIRGrrFjoEUwxnb7xwZ2I7HSqPH6aUGRX/B2/S7HiCkkcfn6wDsG04jyxIzxSTg0TYcBuMaS/UuZ5abFHyJUzIq5tDgxs72Uq0XLBAlSbj3nloSeVGuJwqjQlLj4FiGnQNJal2ThWqXpbqYQ7le7gQuc7IkspFU31Tk4QkhFXT8DvrjMwXimhzI1lRFdCGrbZN84v/P3nuHyXZdddrvPpVzVVfnfHPOyjnYshxlDBgzYEzwEAx8hIEhPkyEAUwwjBmMwWYGA2MG21hylGxLsqwsXenmnPp2zpXzOef7Y586t6q7Otzc92q/z9NPd1fcJ9SpvfZa6/dz2031iVzJLg+M+V1MZYpE/S57sukV0ux3aDZvmeHCnt4oPpf04apWgOSsUsJ3bu1gd5+U2u6OyZ4pqaCYpjnowTBl6deApXy5oS2EENL7qDkoFR6LFZ2JdIGQ10GmqLOrN4ZhmuwbTNgr5Zva5ep+yCvFNkBmJ4dmcvTG/YR9LiYzRaYKJbqiPtLFCgPW41Y1B3A7NMaTUp48W6zwxnk5qcyXdSbSRZqDnvm9K5aqYsTnJOyVypBhn4uKLoOtQkkn5HWxoc3LdLZE0Ovk9KQsDR1NFjgzmSXsdTGVKZEr6fQ0eWwfv3jATcDrJOhxsndglmart80wTdnzZamMmiacGE/LDLGlUjealJlSv9Uz2Nvk55CVtYwH3CTzZfIlHcM0GZzJkS3phL0uYn5Z4qhpAo/LQbaog1n1msqypy+G16Xx+sAsB4eT7O6VZYE7u6NMZIo8c2yC2VwJr8tBLODmxFgan9uBYUqvu6BHTuLHUzJL4nQIPrCrmy/vHyZTrBDyuiiUdVvFuqTrnJzIcGQ0hQDWt4bY0xejNSyPUdBS4wQYmM7aJb8HhpIMzOQQAl47O4PX5WBDe8hWwRxLFjBMmV09NSHtJ7Z3RxlPFTgyKu0wqlnK3niAdFGWDlf3TX88wMGhJH63g9tXNzEwk7V9CGWZqMlURp4zMf+FMl1hKZYWLOVWl0PD7XSQzJXBlD2wJyey1vVCitucn8nZJY5Ds1K11O10sL1LqqzqhsmalgAT6SIRK6gLemVQFKw4bVsJr8vB3WubefN8gr0Ds/z9i2d5dEsH8YA0kC/qBgNTWVtMx6VphP1OaabtkIEawsTlcNAUcEuPs2KFmWyJgekc7REvs7kye/rkZzMipEXGoZEku60+wJDXxdrWoH2tAtjmlUbshYrB9u4IWzsjJPMlTk9m2dlT5Mxkhoouz1O3UyPkddIT8/P6wAxupwOvdfw3tofwuhysbgnSG/Pb17N1rUEKlupvf7O0Dgl5Fg/BVAbtLcT/e32Q3/m3g3zmx2+tC87GUwXe+8nnyZUqbOmMXMcRKm5Gon43n/up23nXtg7e8z+f58OfeXXeap5CcSPitIQq8pbptGGYHB1L4dQEq+IBXj07yxvnE9Lby5JnrsqRtwQ93NIfY3WLlJKP+92MpQqUrZ62dKGCpsmVX0z5+LWtQda0BFnXGrLNh6ucncpSKOscGU1ydDTN0GwOr1saKq9pCTCWlEGZS9Poifloj3hxWqVytSa23TEfDk0QcDtstcTq5HMqU2QkmWckkWffYILJdJGDw0kyxQrHx9M4hOzlclgiGFL+XD53JJHn3FSWV89Oc2pCKqHduTqOx+mgO+ZnT39MSvVbY9raGcE0ZfZtVbNUpsOUWQMBtuLgquYAq1sCtIY8vHZulnPTckLcbpU0VcuVzk1nSVhS6yfH05yezHJ0NI3HqaEbUszl2FjaLleczckV8XVtQQZmcmztihDwSNPbvQMJS7AjybGxlGWCDScnMgzN5hiYkUFxqlBBIEubOmM+W2GzNeThsZ2dtEe89Db5iQfd0ozY6yTgkSV2Tu1C1sPpEAQ9TnrjflpC7rqyKYDOiJdcsUJFl9YLd6yKM5MtsbolID26kEp3+4eSjCSkZcO61iDFisGmjhBRvwuHJaYR9bsYnMnxwqkp2sMyw+VyyP3RGpJm6VXPtJlsiQ3tIVbFZaa4WpZmWOfAtq4IB4cTgIlhZTJilqhFIlfm3HSOVKHMbK5EtqTTHfNxa3+Mvrg0Ga4K3hTKOrppIoQgU6zQEvJIf7N8me6YjzfOy5Le87PS86piGJR1KYbit8RrqmJnuiHLK6czRTa0hdjdG8OtaeimQX/cT9SykehpktYQB4elSmnUKm9sj3hleeZwimmrdyttyeLPZkvM5qQgy6rmAHesbmJbV4Sgx4nf48TnkgsAAumZtacvhiYEQ7MXssJ7B2Yp6yY7uuXzciVpdDyeKnByPGMbJZumyb7zCaazRQ4MJhlPFWkPe9nRHWFrV5ic1VNa/YweGK43RZ7KFBmalSbdfXE/d6+JM5YqcOuqJrZ1R7h3XTPxoJvhRJ6WoIfmoFSbXd0is7ibO8Oyb9Dqdy1ZwXNTwG2b15+1FA87o15LoEd+dmUwlSXgdtAR8fLCqSmmsyVmcyXWNAdZ0xq0rXyEkGWnTVZP1+rmIFs6IhQrUjUxlS/baqCdUS8mJslciTOTGd48L69RXqeDTe1hMsUyB4eTpC1BpNlcmUROGsMXK7qdMZNltzLY7W3yc24qR2vIKzPOQhAPXhDYaQ56qBgG8aCbrV1h+5rTGfXicWkXKgKsxYeh2TyjiQJrW4P2NWohVID2FuFzL53jD75+lM/91O3ctqrJvt0wTFpDHn7//dsszx2F4srj0AS/9o4N/MWHdpIvV/jk06f419cH58lXKxQ3Eql8hd4mPw9vauPISIrpbImOiI+olQna3RtlW9eFRa+SbvC9k5OkixXuWtuMx+Hg9ESGibRsys+XdE6MZ2iPeFndIjNhsYCL21Y1kcyXOTUhTYGHZnN2Jm1LZ5jtXRFWtwRwarKkaGN7iI6IlzOTOc5MZRFCsNFSVA15nVaZmvTJOjedrSubO2kJVqxpCeJ1aUykCjisCdBoUqr6xQNuNnWEWNUcYG1rkM0dYfb0xWQZnRBEfC5bcAKkOMBURqr8eVwOPE5hqxk6LKEBpyaYsYyfQa7c7+5rYnOHNBbOl3XKVpf9urYQIa+LYkUnV5LGsEOz0tcrmS/T2xTghFXi1Wz1ek2kZGljoWxQ0mWmrzXkoTXstTOSVUGJta1Bepr8RH0ujo2lWNMSAGTGFGTvoRAyg9EU8DAwLUu6NraHmM2XCFjCKD0xHyYwmS6hG3LfOzVBqWLY+9w0TcJeF6PJAvuHkrIPsD2Ey6HJwLVPBq5VU2afy8E7trTVnYdvnE9YfkvyGI0kZR/TwHSOviY/Ya8UWmkOevC7HcQDHnTDZFWzn0LZwON02CWiCatMd09fjLFUgUMjScq6FCLpjPqkKblf+pq1hjx0Rr343A5GEnl7DuHQBPeta2EmW+ahjW0Iy+fv1EQGTRNs7ZK+ZT0xnyWMIn3PhBDM5qXxcCJf4rmTk4BUl/RZgdaevhiFss6J8TRtYWlgHfY6cWiCu9c043ZodERk2WRb2IsQcO+6Zlupc1tXRIqulHWOj0t5eCEEr5yd4fSkPPfzJVkm6HJorG2RPZmpQplUXgbMQa+0jzg2nmbfYIKpTImw14nP7WBrZ1gGjQOzVhljkUMjKbu3NF+SaquZYoWjoylCXid9cT8tIdl/CFJQIpGTwURvk59iRUfX5cnndUplSyGELOcMe1nfHmRwJsfhUdnTd2g4Ra6kM52VSqvbu6PzSmMLZcMW/tg7MEumVGFzR4iXz8wwZWU/pzPSyLykG7SFvbaVQsAjs5r9camA+NjOTnvsA9M5JtMFssWKvM00mbC8y9qs1zo3lSPgljYPAoHfI7PdgzN5KcdvZZrWtgbpivko6wYVXSp7np3K8PKZadwOjXdv62B1S0CaYzs1fC4HbodmebNprG8LWp9V7Ndf1ypLRhO5EpNWgB3xuTg9kSWZl9ULY0kpjLSmJUCxonP3umaC1uJM1VxcIOX8fS4H61qDuBzSsFwK0ZT59pFxWeIosL0nT4ynaQt5SObLHB1N0xZRAdpbnr997gyf+PZJ/umjt9vyowDDiTzv/eTzFCsGO2puVyiuFg9tbOOrv3gv3zs5wZ88dZyB6ezST1IoVigRy6vq6KjsJ2gNeRhPFpjKFJlIFSnrJmX9gtqi1+XgsZ1dttx0yOe0eqTkBNOhwfZuaTgc9cvejcGZPK+cnZFZKYewS39A9pZIjzE5uTZMk4gVHAoE3TEfPksGfMJScDRMqdx3dDRNZ9RHX5P0M6oSt8qGvndyipBXNuZXMzl7+mR2Y1tXFE0IxpIFIj4XR8dSjKcKUm3OkqcOep12sBf0Oq2SI1jfFiIe9NAW9hH0OGkLe3jy8Bivnpux+9xATkDHk3lOTmTY0R1lIl1kVdxPPOBmJJHHocmV6ol0gSErOOiLB9jTF2MkkbNFVJL5EgZw55o4O3qids9IR8RHPOhmcCbHZLpIc9BN2pLPPjySYjpTpFgx8Lud5Mu6vX8N07SzfDG/W6rZOWSgmS1WuHN1MxvbQ8SDbiatHrWuqM8OgCJ+F12xC0IY09mSLarRFZWS3m1hrzToncmxd2CWo6NpBmZyHBxKcmYqi8dZ34YQ9bmYzlTFEGR2KeR14XFpOB1S4bJYMeiL+1nXGmRdW5BMsYLL4bC3Oep3W+WIsofRNKVR9trWoDQMD0vz6dlciWSuxLjl21W0+gurHl8gg85ErkSxIg2C0/kKmiZY1xoklS/j0qQVhWHCvsEEpyYytujMqfE0JiZl/YKolNMh6I37iflc7B2YJR5ws6snSqFscHgkRZslwjKalAIUDk1waiLDeKpArqTz+sAsU5ZgxMHhJOPJAt0x6Ss4ksiTL+u8Y0u7XUHkcWm22mVn1EdHxItA2J5Z1VLFVc0BbumPsaYlwLq2kO01V9INepv8nBzPMJmWvZhnp+RCyMaOMC6HoFwxyZV0EnlZVnfAym7u6JZqjcOJPBvbQxTKOsfG0nhdGhvbQ7biKEBryGuXYu7sidIV8dl+alG/VDE0TdnX1jen32lVc4ANbfI8XdUcsP3v3A4pQlIVxrl3XQuz2TKHR1KMWr2bI4kCG9vDTGWLrGkNcnQ0jUCwq1d+vtxOB/GgLPfWTZk9zRQrlhqsi129UZpDHsI+WbpcDQRv6Y/RFfORyJU5PpaWfbfJgrR+KFQolA10E5qCMsu5sT3M3WtbaAlKe4jTk1kME8ZTRds+I+xzUSgb7BtMsL3bOr5OGZRtsdQ3Ax4n79/VRV9c9qft6YuxqydGplhhPCX9G0eTsrrhhNXnZwI7e6IMzuYYSxYZnMkR8rjojvmJBz3ctaaZu9bG5WfcssJoj3gpVqTGQ3dMnleLoVImNzGmafI/nz7F514e4PM/fUdd309FN+iMePmj79+u1BoV15SeJj9f/Lm7+S9fOcLPfG4v79zazgMbW3lwQ+v1HppCcVFUsz1tYS/5UgXdNNnUEeLYWJq+uJ/nTk5ybCzNnj4p0CHL6FJstLy+ZLN9lo6oj3NTWUuuX2YjdnRbyo8BNy6HzKCEvLKXI+qTZsznZ3JoQpYBnZnMUrY8fGRpoPQSKusGrWEvTX4PLsuoeVdvlHShQkU3KBvQFrowUYj6XUxmHLid0lfI5dAIWCvcx8fSnJ7MWIFjjrw1OZSy/wWag24OW55Pb9/cZsuvV3RpZuv3OBiazdky+7v7Ymxsl7L7mpAKa7UGr00BN9u7I7RHpOjD6ckMXsunqljRiXS62NQZoVDWeeP8rOy3G06yuUMGYAAOoTGVLrJ/KGErDw7O5KgYJsMJKWVvIkuxT0/OEvG58LsdlHWT/rgPj9PB+RkZwJqmPOaT6SK91oT38HCKlqAs/RtNFhhL5ckWKxwbkxm8oMdJR8SLiSzLnMoU2dwu7O/dtrAXhxCMpwtkSxVM00NVpNHrchDyymzc+3d2U9J13I7539c9TX5cKan2l7dKqWZzJe5YHefQcJKuqM/utdE0YWeWdENaEbxxfhbDlL080irBx9HRFGGvS5atIjMuG9tDJPNlTKA37ubQcIp0sULA7cTkQkD1vh1dvHB6itUtQZ4/NcWu3qg8Vyo6mzrCaJogm6swmsxbYjhgmgK/W6M/HqAt7LX94wA6Ij5cDgdtETnuki4DwOlMkfft6OCJ/aOADHb74gFKFWk70B72kciXaAl6CXulV6Df42QkIct0N7aH2d0X4+XTU/bCQJVVzQHcTo2ybjKaLNAV9RH1uxhPFUjmpdCFENIKIFWoUCwbvGNrO6cm0kykiqxuDvDw5jarNBMiPhfZYoUT42lu6WtiT1+MWED65M1mS6xpCTCeKrJ/KMnOnigRf4RcqYJH09jWFSFXkoHa5o6wLHsGXjozRaliMDSb5/h4mqjfRdwKVs5N58gW5bhGEnk2z1ENNAwZIE5miqxvC+IQglS+zJ2rm3E5BR+9dxXfPT5JIleip8lHxZCZ3oohF5xawx5WNwdI5GS/naZJsRqAgNthC/p0RLwE3E7evrmN509NcXy8yPBsnuNjaWlR0BXhzfNShbJcMYgHpABRc9DN8fEMUb/L8ljULJVXN6viAQZnc3zz8BhbOyO2R+OGtiBlw8QhBOdnckxnS/Q0+WkJutnZG+XAUJKTExnWtQXxOqWXXnNQZrRWNwfpbfLbZaGTmQLjqSJ9TX5GkwXbmzLicxP2OknmywzO5rhvfQsepzxvXx+YJVOooGkQ9MievlRB2lF4rAxfwirn7YzKksnFUBm0mxTTNPn4k8f5/Kvn+X8/c2ddcHZqIsP7PvkCumGytab8RqG4VnhdDv7HB7bxHx/dyL+8Psgrp6eVFL/ihqXqp5XIlcmXpSBDUTfY1RuzgzOQE+JTExm7hKfaUzNsqQtu7ggzky2xqT2EENIAulgx2NkjgzW/Wxr2npnKMDSbpz/utzMcG9tDOIVGb5OfJiuoK+sm56azpPJldvVF2dMXwzSl11l7WDbTz2RLdnkSwPFxOXGKB6RRdG2/qGFKE9s1LUFuWyXLD90Oja1dEXb2yKAvZGUHPU7NNt4u6QYOTdDX5MflkA32u3tjtphAU8DNbLZMrqhfCNAAp0Mj7HVxeCTJMUugwW15OIW9LtLWJPCZYxOcGE/bprKtYS/7LY+1iF96abk0YYuYVP3bVjUH6I376bSCubWtUjjB6dDoiPq4fXWcExNpVjUH7H3gdmq2hPmda+KsavbbpZ+y16+Az+1gR3eEVc2y7DTgdbK+LUjEJ4Mtt+vC/i6UpdR5RTdJ5MqUdcPu1WkJeewgwud2yPJQ1/xp28HhJGXrnEoVKgzOZokH3Lb57q7emN1HWKVYrhdrypVklrAn5uOW/iY2dYSZtlRFDUu1rlDW8Tg1Am4Ho8mC9H5zy3K/Wk8nTRMkcmVOTqS5f32LHYyOpQoMWZP4poCUcg/7XJgm/NQ9q2QfXMXgzFSWilXOusYqMRRClk7u7o1RrhgySI77cTsd3NIvA57t3VG8Lo01LUFagh6qvW9dMRnw5co6e3pjUhnRoXFqIs2zxyeoGCa18VnJGoMQ2OqXAY+UWXc5NJoCHt6zrQPThNMTsi+sapexp7eJVc0B3hxMcHg4Kd+3pOO0ynmrfXrTmSJ7B2al2ITV7xb2OemP++mIeBlJyP4whyaYzkhV0Grf2n3rWwDY0R2lJeSxyz73DyU5M5nl0EiKTLHC0GyeDe1Bbl3VZFszVFtc/G7ZG9YUcHFgKCkFUbqieN2yb+rISIq81UcW8riIBzykCmUGZ/Kk8hWeOjKOyyEQQnD32maaAtLbayJdZDorrQQ6rT7XkUTeyprLhZZkXvq/VbOu1fLrXFknUyqTKVaYzEi11GrPX6ZYIWsZYb92bgaPU+Ptm9s4Pp62lwbKlln89+/uIuhxsqUzTMTKBiesa92WThngpgpl0lZGrzPiZWhWKpVWDBO/28GmjjAb20NMZeVCR3NQVhZE/S50q59yPFVEE4J1rbIqQFjbUKoYfOfoBC+dmWb/YIKw10nJyr6tawvhdzs5NJzitLWAtRAqQLsJMQyT//zEYb56YJR/+Zk7675cCmWdNS0B/uJDO+3mbYXievEDe7r5t4/dzTcPj/G+T77AH33z2PUekkJx0bx5XpqqBj3SfHoqU6RY1pnOlOySI5CT+8d2dtlKuQII+6RAQ8QnV6fXtwXRNMH961vQEAhNKsClCnLyc3Q0Zb9e1upZOzMlvddmstJotawbthdPc9DDVLpk+yC5rMApVSgT9bmIWyqMVXqa/Jb5chavy4EQkC7ISeqmjjDtEa8l4FDmyGgKhJTpPjsllQD39MW4tV9OAqsea363kw/f2Udfc4BYwI3fLdX1nJYwxbPHJxiazVmy73IieaHUEdpCPpwOjc6oj4jPZfeXVXST2VwJBMQDHrIl3Va+qzbgz2SKJPNltnRFWN8WIup309skSwzDXqfVbyNLt0oV2ZczOJNjXWuQZL5MW0hOEEGW2s3myhSskseo341umgTcDpwOwXS2ZJd/TmWkEELCmlyOJGT/W0+TH4eoD9ASuTICafTrsYKAKsOJHGcms3zj0CjPHJuwvdtq6Wvyk8iXcTqEpf4oVSQ7o14rqJ6fdatKyVcJeqQCZK6k8/q5GfJlnZaQhx3dETxOh20WPpUpMZwoMJuV25UvV0jkpY1EFdPKGnmdDs5MZmwxms6IVPqUx1WqcJ6akGWATx0ZIx70UNYNwl7Z79MV9dUZLBfKhm1gvKkjLA2dz82Sypc5OpqyDZUn0gUGZ3JMpGVW8dCw7CP0ODVeOTvDifEMzSGPDISFQCDqAjRZfinLLJv80pvNbZWVGqYJJqxtC7G7N8q961vobfLTHvHicmjsPT/LdLbExvYQYynZi7WpI4xAWH1wVrbRer9Uvmz3JI0mCgQ9To6MpihWDFa3BChWDDwuja6oFPaJ+Fx2wOt2ysz1oeEkIa/TVh71uuQCwfq2IOlCxc5kA3ZmOep3saE9RNjrkkImXhcHhhMkciU0TWZ7w1bfWtDKMvfHA7bFxp6+GMfHMpimyVOHxxhPFtnSGabXkrEP+1zolgG5ZgVp46kC27oi3Le+hZ09MXssZ6ekuMi2rghtIR85y09xNJm3VT6LFSkU43JodEf9aEKQK+msbQ2ysT3EutYgQ7N5dMPk4EiKJsvK5D07OqkYJmemMqxrlb19mpWd39UTtQP/hze12aXKTocMigdncnbWc9IqUzw1kZF9rBWDPX0xTo5nePXcDC+fmSZdqNgKpm/b3MZtq5rwuBx2Cfra1iAD0zk2tgfZ0BayFx8WQs3QbzJKFYNf/pd9vHJ2hi/87J11Pgtvnp/lhz79MoCSOVesGDZ1hHniF+8hHnTz1f2jHB9L2xMgheJGYFtXhPvWteDUZM+OzyXLq0aTeQZnLmQWKrrBt46M25NUTQgquvS70g1ZSpUv6Zybyko1OYegXJEN+j6Xg6hP9jh0RX10RX1MposEPLJ/LVfSyZV1zk5myBZ1KoZBrlThkc3t/Mz9q22foo3tYX7yntU8uqUdwzQp6Qa7a7J8HqdG1OeiKeC2PMecdj/X3oFZjoykZMP7hAySShVD9poYJiYmr52boTPqI+hx2d8zZV1OrKczJU5NZDg2lua5k5NMZUq4HBp3romzvVsqs1XL+2onzC0hqWA5ksgza5VUJfMyQ7O1M0JryIPHJb2i9g8lMU3TlhUPemQJ2itnZmzlyb0Ds+wbTLB/KMk9a5tpCbnt92wOulnTIntynJrA73aQsgLU9a0hQh6n/T/IfpeQz4VTE2QKFU5PyhLT4UQew5Q9fS5NZkOrVgO12xb1u1nXGqQ5JAPl6rlRpTno4W2b2njXtg7eu72T3b3ReeefxyWNi6vlWauaA0T9brZ2RhhLFXjxzPQ8EbCIX4qsVNEN014oAJhISbGDiXSRVS0BKrphZwXXtQa5tS9GoWyQK+nE/FKERJqfy/OsO+anLewlVajYBr2Fil7nW6YJQX/cz+pWOVGN+d3ct66FtogMLGv3kwAcmuy3awl7GE5Ie4X71rcwmszbypFhr4stnRFpBB7y4nZq9MZlP1Jfk+zBAymH39Pk55HNbWgadSWOhmGytiWIU5MS7eemc7aiZKlikClW+NaRMUYSBZwOgSYEL5ya4uxUBr/bQbGsownBu7d1sKkjzPBs3g4Kao/7nr4YDk1Q1g22dIbpafIzlirSFpLqntIM2cOP3tGHy8qAVvsfAZ4/OcVYskDRMgj3uaW8+4Y2aWbucTrsPrS5CCHYO5Dg/EyO1pAHwzTxOGVfoMfp4IENrWzrirCmJcjtq+Lcv76Fhza2ogmZbQ26nWzpCiOEoC/ux+fWODmRoVDWaQvLRY3xZIF40GObdHfH/BwcTnJ4JFWnQut1acxkZdloplimLey1M6KG9VluDXmIB9zEg26pmGuavHZ2hgNDCfJlnVjAXSedPzib5/Rklqm0tNPY1RNjNJlnOJEnXayQL+nsG0qQypc5OZHh3LTs7SzrhvQR1KQ1SH/cj0D27rotg/CAx0F31MfhkRTbuyP0NQW4fVWcWMBtG3KXdYPz0zlWtwTwuR04NSmU0xRwWdYGAoPFK4ZUgHYTkStV+Og/vM5IIs+//PSdtForiIZhMpstsbMnyv/6kd3zJHoViutN2Ovif//EbfzYXX28/5PP8/6/euF6D0mhWDZOh4bHpWGYUsLboQmKFZ2N7eG6EkeQ12nDmjFpmiz/G0sVODeds8tlfvXtGwAIWCWN3VZpoMshA4bhhJxobGgPSSXCkJfNnWGpJNgRpsmaKExmipywlOqq/Q7SYLnEuekcLSEvOWuFusqxsTSZkvQO62sKUCzrdrlZa8hDR0Qa4961ppltXRE8To2+uJ81LTJzVRUjqJlHYhgmq5uDbO6UzfHr20Lcv66FZqvZP5WvkCxUbHU6+Xwrg8aFF+qOSZGQta1SpbLJ8o+aTBdJFypE/W67dOqIlWn0exz8+3tW89DGVuJW9g5gXVuQ9+3oZHt31A5eVjcHmcqUmM7I3pWwz8WZqaxdlqZpgpawp665/951zcT8LnuiappyG/b0xVjVHCBX0qUogd9FxCr/rP0GzpUqnJzIEPFJUY+qouSF72nBm+flRHJgJmcrCdZyYjxDIlfGNKUB9FAiz5qWIK8PzNId9fHA+hbevrnN7kMDyFj7C2RWRTdNHJoUVXhgQysbO0Ksa5VZIIcQ3Le+xfZrc2iC0VSBn75vNdu6IhgGTGVKrGkJ8ujWdoQQDExnOTKastUZQWaLhmYvLFjs6WsiU6xwfjrLI5vb8bo0njs5yQsnp+19UDtdMU3oi/vxu51UdJOmgJuxVJ671jSzpTNcl5GIBz1EfC5MK/A4Npbm+Hia9oiXrZ1hYgE3Z6Zk+a9p1h+TipUpMcwLU+hqOd7qFqksePuqeJ2ozW2rYqxqDrKxI0RXVJrAf+3gqO0RmCvrTKQK9nuMJfPsHZjF7dCIB9xkChVMTDoiUhXz3HSWmWwJTQg7ywf1geQDG1rY0R1he3eE3iYf+wYTHBlJsX8oSbakc3A4iUvTrMClft7n0AR3rmmiOeghkZMltls6w1aApvHM8QnOz+Q4PZnh2RMTpAtl3hxMMJEukivp7D0/Q9rKLO/pa8JvLWhU95fLEnapyutLVVKf7FecEzFWxYqqvmbTmSKnJ6RPX3tYXi9SeZmpHZrNc2wshdfl5IENLfZr6IZJMldGCMHalqA0IO+OyCyyYTKSzFPWTXb1RAl5nFQMeV5UF0iqZed9TX7awh46oz42tIUYnM3THfPT5HdLJUlTnodBj/TK04TMRubLOmVdLlZt6gjz4ulpxlIFjo+m8blkT+uJ8QytIS+YcGgkxWiiwGKoAO0mIZEr8SN/9wpOTfC5n7qdiP+CpOo3Do3xG188IGVZa1avFIqVhBCCn75vDZ/9iVuZSBf53S8fZDSZX/qJCsUKwOPU6Iz67X4Jw4TRZN6W7gYZyD22s8suYdOEwOWQZX5V/7EdVo8GgNftIOR18drZGZJ5mc2olveBXCk+O5VlPCUzb2XdIGn1wZV1k94mP33xAPmSbmfQhBCki2VOT2ZoDXsIepxM1pRhbmwLUdFNhmbzhDwO1rYGKZXl5GVdW5CAx0m2WOGsZSYrfcFmOTGeoS3s5c61lsdmzXzQ43LQ3+xnMiWzEBXdIFOqoBumVTaURljbo12IS2yqc0u3U8Pp0Dg4lKRQMciXpHH0O7a2E/W5mEwXaAq4KVVMu09sMlPkzFSGzVaGwu920Bx00x3111WYADJz6XORyJd57dwM46kCa1qCTKSKdlb/9ES2rjTQ63Tg1DT7vVprBFfGUwXyZZ1kvix77Kx+ptptqybMRhLyvXb1xOoeMpLIMZ0t8srZGWayRYr6/OqCzR1hS5VRs/vtNneEeXhTKyXdsPsIt3VHbKVCIWTG7+FNbbbNQbUUMZErkS/pvHNrB9u7InY5WbVHLluq4HU5eO3cDJomWNMaxOd21AVTPpcUhHnp9LS9Lc1BT53nXlvYw1SmRFk3mUgXWNUcxO920hSQ8xdNXAjPhZVt3j+UxOvS6G/2W9YT2YYZImqed2Yyw8b2EJs7wrw+MMPRsTRhr0uaCwswqQ98nJrA49K4c3UzIY+Lda1Be9/I15TnqjTqrh5HmQl74eQUI8k827oiVgml7HmU4jMXtt3vltmtVEGqGw5YaqIVw7CNw2/pa7JbVKrDc9SMc2A6x8HhFAeHkiBgR3eEtrDMNAU9Tnb3RmkLy148h1YfoGlCbrPP7eCxXV0EPA5KukEiVyLsddHkdyOs4xj0ONk3mMCpCdsSYEN72Bbn+MahUfxuB/3NAVs8p+pTV6yphmkLe7l1VRM7eqK2ZQZgi/asskqgdRNbOTVdqLCpPUTE70ITgqDXSac1jx1NFtjVE7OPXapQxjBMXjw9hd/twOmQ1wvDNEnly1JZcyJDxTCtktAgpgmFimHrMQgrIAZI5Mvy+jSZJmFdk4ct1c/RZJ49fTEGZnK8cV5WFpSs0sfxVIF3bevgXds66GnyM54q4HFq7OiO8PrADGXDZGdPlP6a9qNGqADtJuD8dI4P/PWLrIoH+JsP77H7G5L5MqPJPO/a1s6ffnDHdR6lQrE87lzTzDd/6V72DSZ44OPP1tXPKxQrlaDXxdrWAP1xP16X7EkqWWam27oibOwIU9YNHt83bJexVY2dV7cEEEhz5dcHZjgzlbHvN0yT9e1BQh4nrWEvm6wMWWtIlhVu64rQ3SS9gnTDYDiRl0IXmrCDtttWNdUpht21ppmHN7VhmCYFy6C1Slk3abaMaSezJXxuh93zUigZnJxIM5srMWHJcBumnBg2Bdx0RqT/E9RnvkoVg6ePTdjCBU6HxqEhaXDt0ASPbu0g5HVaPmjVzJlFg4KP/rgfhxDs6o3xwIZWTk9KoYbRZIHDIymKFd0OvmJ+N9lShcf3DfO9k5OMp4pMZUocHkny8pnputfd3BXG49LY3BFmdbM05NUNA61mptQUcNWVIZ6azNgLn5oQnKy5XlWFBnIl6alUrWqp3TdVMYN4wM2+wURdNhOgJ+bnPds7ede2Dvb0NdkB4M6eqB3MpYsVVjUHqBhS0a+/OYBmmTMXy3LCCFKWfa1V4hfyOvG6ZFmi1+XgHVvacVjG6/sGExTKMvjdP5RENw2cmsbOnigBj5PumJ8P3tLNmpYAfpeDviY/AbejLsjpjvnZ2RMlHnTbt1cFUKp4nA7WtckeotaQl+HZPGtaAragyZyYAodDBgjFisHpiSxup8bbNtd7wtVSnWivbQ1RqhhWBiWGAE6Op9nQHqY15LWynheeZyKDSb9HikmcnJAZyiqaEDx3YtJSUZVP3Dswa+97n8tBvqzz0MZW+uMBjoymyBUrdcGp3+1kY3uItrAHl0NmXGN+qTIqs4SyXLEvLifxdll0zbkYD7ql7YMQBNxSUKgp4KY55MEwTKYyJTLWokDtvtzdG2NTR5j9g0k6IzLzVtsbGPG72NETpT8eoD3iZXdvjIc2tto9qCCvTf3N8jN2a38Ta1uC7B9K2AtIM5bx9NzA0Ody8OLpqbrP0OqWIFG/tFBI5sq0hjx2wJQtVdBN+bxYwGUrIQpgcDbHm4OzdnlmT5MfIaAvHqizDnE6NNa3hThr9eoWKwYpy2w84nNxdjIrg9w5eF0O+uJ+emJ+uYBhCRQFPE5iATd7B2a5b10LO3ui3NIfI+ST/YWGaTKTKfKdo+P29bpUMTg1kSEelL2PM9lSnQBTI1SAdoPz5vlZPvDXL/CebR386Qd31F38/uW18/zjywOWGphrkVdRKFYWrWEvX/7Y3fz43f1831+9wCefOaUUHhUrmmppmzRa1aXIQczHls4Iq1uCRHxytb2q0AeyZM4wTSbTJQZn85jIHqLqpMxhKw/KZ+iGaauRTaSL1oRXTvdjfje6gS0MIntbZC9U7eQS4HsnJ3ljYJYmv4f37eiqK5s7M5VlOisb4jsjPnQdu3dqd1/MFti4bVUTG9pCuBxy4lI1vn5oo7TLqE54NatMbXt31Pbg2tMX4661zXaJHUC2KLN8Vf2M2sn+3BgtZgWo6UKZN8/PcnoiS1k3CHicrG4O2PsP5ETyrjXNVhlchLBPTpLvWhPnsZ1dda8bcDvJl3TcTo3B2Txel4OzU1magx47SHVooi6gfXBjK7t6ZaAUD7jtfiuQmcIzk1mclhiFvT01G5QrVTg8krLLG6sZkupjUoUyXz0wUpeJBTkJ7Y37rX1XkfL3pgws7PYG0yQWcHP7qjhzmc2W7LIukOdlNcv6nu2drG0N0hn12p5oTQE3+4dk4Pbghla+cWiMrqj0EssUKyTnlF6enJAmzust4QqAW/vjtlqkfE/B6Yksx8bSlCoGFcPg4HDSFq3RpKGf3B/IUlmPU8MhBF63hibggKXWuRjbuyOcmcpyZipjm3D3xv32d4qJWXd8TNNkzBKOCXic9MSkxH4VgSwvbAt7bHuBBza0sKYlQNwy3g57XTx5eIyybnDv2mbKhmmrmoJUtNw7MMvu3ia8Toet6NcRkYI4hYphZ5FAlocCtsQ+SOn+PX0xbl/dxGSmyLGxNAeGkxwfS6Ob0hx532DCyjBe2L6eJj8Bj5S+39YdqfMjrc3QuZwaZ6eyPHdykrFkgVfOzNgqnGcmM3YmOexzEvW7ee/2zpreTydrW4PzxOgODCWI+Ny2XD9g9ctp0i5izuPbQh7b3D2VrzCeKnBsLI3bqbG9Wwry+FwOihW5oCCEVMrsil2oFjMMk7NTWfxuB3v6YgQ9TtxOjXdv78Dj0tjYEao7vlU6Iz4GpnMUygZCyM9zxOeyJfM9To1zU1kKZakqWjV974j4ODmRpdMqdZXCMFJhtWq4nitVlpzTqADtBuYbB0f5sc+8yn98dCO/+sgG+wLz8plpxpIFPnrPan7tkQ3XeZQKxaXhdGj81js38acf3MGff+sEP//Pb5AulJd+okJxHShUdJK5MiXdsAULRhNSYa2K06Hxrm0ddqO/JmRg59CkCXS1BKpWVdE04chIimypYldF+FwO3A5p9juTLTE0mydb0q2SyizJvJSQ9nscbGwP1QUEICfbs7mSLTVfO03Y3h2xzG3LlHQdh4Y9kfC7ZTlfMlfmwFCC4+Npuz9tLFVgbWvQXgysvmVVmtzvdnB+NicDzEyJ0WS+TqTC65L9TxdK2i78nts3vXdglvOzOUaTBZL5Mu/Y0k7Q4yRhrdhXpdEBpjJFnj0+QdQvhU+8TgfbuqR3UlUR8wHLg9FpiWTsG0wwMJ3lzGSWzZ1hJtNFu3/ozGSWUUuNDmA6U6JsGGxsDzOeLjJaMwmvCgZkipW6DEb1z9XNUlDG63IwMJ2jye/GO0dxMWsFNFWPqUasbQ0ya9kl3LG6yRa0qB5YbW4qCnku6jUTxIDHaWcdHZos83Jo0m4AYGg2Z5e7Ady3rsWu1pF9dlrd+1QzJ988NGpnDFtDHrsEDqQqYzVjOJ0tsq5Nmj/PLT0FLN822W/ndAi6oz7yJR1dX3rhzqHJDNWWzghCyAURR11AVp9hclrWEYCtSBj1XVhMEFZmuzYTOjiTI12s8PrZGSbSBd69vYOOiI89fU04HRrNQTfxGpGQTR2yf3Qkmac96rU9CjUhS55//K5+NrRfEHMrWYb39cdSGnK/PjDLSCLPrt4oG9tCtIelouSevhhhb7VcdP5+cTs1moMeHtvZZYu71D6uqsLqcTrIlWQZ9n3rWnjHlnb6mgN2ee7TRyc4PZmhvzlAs9Wr53ZqDM7Uf8ZBLtTs7IlSaXDcopbXYy0eK6CJ+l2sbpEqkh2WiMzgTI4tneELgawpr1XPHJ+oOzYgFyDiVtYrX9Lxu53c0t+EzyX9yhoFaJs6QlIsyKqGqC4aVQyTmVyRrV0RZvNljo2lbIPyUsWgN+bnnnXNbO+O4tQER0aS+N0OdvdGZYa/rNMXDyyZOFEB2g2IaZp8+rnT/OaXDvKpD+/hg7f01N3/vZOTHBtLoWli3hebQnGj8ciWdl757YfQDZOH/vRZXh+Yud5DUijm4XHKgKkq3w4QC7jqbE7m4tAEAY+TO1bHLeNW6eNTnVQJIVf3d/XFCHldtAQ9vHd7J33xAE6HwDBMon5p5twR8SCEIGoZLfvdDnTdpC8eqMtUAWzpjPDA+lbOWd5Vb9/cZsvST2dk4NYW9lAo6Vb5kXz+geEkU5kiJStb5XM57PvuWt3M1s4LvppBr5P+eICApWr38plpW2VwPF1gLFmgXDNJqxjSK62axbkgEjKfrZ0Roj4Xa1tD3Lk6bsvCx/xuWY6WvbCQ0xr2Eg96+PrBUb56YMQug0wWSnY5VnVSapgm+bLBzp4ob9vURn+zn/FkkaDXid8KTDZ1hIn53cQDMlN2YCjB4EyODe0hHljfUmewLPd1GL/bMSeDJv/eZpmRb2wP0d/s58hoyu51qz68K+rjsZ1dtvdVI9wOjd19MYoVg5MTmZrgYsGnEPO77G1YiFS+LLMxhonH5eCX37aed27tkM+vCTbiQTdOR/2UeE1LkHvWNrOrN1YXbDs1zZbk97o0tnaG2dYVoadJCkqsbglSk1ypm2gLYbKhPUShbDCcKBDxu9jZG60zyW6EQDCeKliBq2A4kefUZJaxVME23q4ek2q56j1WL6Vhys9kU7A2QIPXB2ZxO7U6qfiZTIldvTEe2dzOwHSONS0BVjUHOD6WZjpbqvOiW9MS4ifvWcXG9hB3rm7mFx9ax9auCFu7pLDQ3ExSo4AGsA2Um4Oyn08IYWePTk1kKFZ0TJhXalilVDH4xsFRdKPqzXjhPrdDY1VzgN19UbZ0hum3gmevy2GZSst98sjmduIBD08fm+CgtSA1lSlSrOi4tPrtyJd1vnpgZN54yrrJQev6UsvqlgAel7y2BtxSvbFQNtANk2JFZlwdmrAzx0IItndH69RzNSvrfXIiw6rmQJ2X4PbuKBvaw7xulWbXKm22R3x87MG1rLZUXe3g2AQNwd6BWW7rb+Lutc3s6YvJRQoBzSEP56ZkVn9ta5CumJ9cSeeN8wnaQp55noQLoQK0G4x8SeeXPr+Pf3z5PP/6s3dyt3UR0Q2T3//aEaYyRX79HRvtFUGF4magOejlL35oJyGvix/7zKt88umTVHRj6ScqFNcI08TOKPjdTkoVA4em1fV+zaUahBTLMsvi1KQ/VVVpUCDqFOYKZZ0zU1kmLSW16pRteDaPyyFXmiN+6ZPkdmrzlNuqfPXACM+emCBmrRrLnjk5HZjNlZjKyJ9YwFM3YXtwQys9TX5b+vv793TbmYj17SEO1GQLPU4HO3qiaFbvxp1r4qxpCbLdEqrY1RurUxVc2xLig7f02OOoFYeYS1WkIVeq8Oq5GZKFMi6Hxm2r4mzuCNsiAlBVkAzw6NZ23r65TWbRXBp9TQG7xLE6WZSS6bLs8OUz0+RKOpOZQl3mqFDW6awpcXzn1g7baLc/HqgLyHXDlL5lc1QC5yoTOjRBW9hLf9xfJ0ZR5cBQwvb/akTFMDkyksLncnDfuguB3GKBS9TvrvMua0TI65JiK6bMfjk00TAbly3qFK0ysCqT6SIuy4S8+hyB4N3bO2gLX1CqHErkOTictIVqnjsxWVf+Zgd3CEBYPXOyFyiVr/Di6al542kJeer804SQ45nJSluHW/pjbLSyU2enspimOc/eoVom2ghZ4tjKu7Z14HZKb7MP3tojRTLifta1hTg3leX5U1M8e3yCbd0yYB6akwX1u51SQdMweWL/CMWyQX88wKmJTEOlw5Zg/fESAvqbA+zuieHUBEOzOc7UlMIm82XKumn3qTWiarXR6H6nQwqfvHR62s7gVZm0/AVB9pt5XRq39TfZSpoxv5vNHeF558vAdJYN7SE2dYTtIBhkxm1je2heBk0IaRfwwPpWmgIuq5y2jN/tpLfJT9Tv5p61zUxlinZQFvI6WdUSsBcqQAarnVGfPB9rttWhCW5b1cSunijAvP1QtY6YzpbsOYfP7WBdm8yA7htK2GqXRcvkvjno4fxMDt0weeHUNJ6agCwe8NjX96VQAdoNxOCMFANJ5ss88Qt3s97ymDEs/5LOqK/haqNCcTPgdTt5+j88wJd//m4+/9og7/3k8xwemd/Yq1BcDwzTtBXLnA5h9Swtr28y4nfVrZpXe8bmzpnyZZ3DI0l6mnyEvdL/rFDWmcmVSOTl5LO60j6RLi44Qd/ZE6Ul5CE+ZxIL2MGGbpgL+hFOZYp89cAIR0dTdonjmcksmzrm+2tWA5B0ocLxsTQnxjMMzeY4OV7vd1gVtZiLx6nN+147NJyiPeK1y9bevqkNTKmwlsiXSBVkiV/E58IEnj81RaEsTaidDkFvk5+RRJ4XT8nJfXVSFvN76Gnyc2I8Q6ZYYcxSiUvkyjy+b5hSxcDp0KgYpl2ad2gkyXRWBhfnpnP2pBVkqZzP5aBQ0RftqQNZTlZVnQMZ7FWp9q0shENIqxIhqCsPvNy2XbfVF2RilXIusCjm0LCyBxfGeN/6Fr53YoqvHxydt721j6v2VFVfe2dPlPfu6Gw4/q6YDFI8TgdBjzSTbg/PV6ZuC3u5e21zXWnu1q4Ia1qDGKaU0K+W71UzR9UxzfWLaw15uXddffZSCPn5rvYlvn1zGweHknVqqG/b3Ma2rghbuyJkihVaQ94FVbR1q7dON0xL/l2btzCxuTPMXTUBTS37BmcZSxXY3RtjY0fYvr3ab2WY868lVbwuhyxxtLalWNOXmC5UmEwX2VFjRVGlJ+a/4I94fpbhRJ6WkKduQWr/ULKuzxFk9rsrKhVra0VTDFNuu9dV/z7VYxjxu9jaFaUr6uM9OzpZ2xLgzGSGeMDNuCVYVB3P6+dmpVdbzVjaI14e2dJYUGY4kbd7IxvtJ6PGtxIsvz2fLAkOe10MzuTIlSoIIQPap46M4bfElVpCHkaSBQJuB1s7wxweTbG6Jcgt/U0Nx1KLCtBuEL53cpL3ffJ5HtrYwmd//Fa7rGRwJsf7/up5ihWdn7h7Vd0XrkJxM7KuNch961q4a00zH/zUS3z8yWPK2FqxIqj2PlUnJauag6xuDi74eLdDqugVSjp7B2btlflYoKbEsWaS2hRw89jOLqYyRdssOeBxcufqOM1BqQZXnehKUZLGs7LumJ/1baE6gYXq5PL8TJagxyn9g0yzYQbLZami9Tb5bVW5vmb/gqU7xbLOoeEkPpdGxTCsAGfB3QJA2DJMbhS07eyVWbh4UJYLPX1sgljAzcb2ICOJgj3Zclt9PQ9vauPVszM8d2KSmawsbTS5ED7PXTXf0xfjsZ1dbGwPsX84ScTnIuB2Uqjo/PBtvXhdDjtAG00UbJGVeNDNZE2Jlmma9Fq+XUt1G5QqMnCoXstW13h6rWsLsdNa4W+Epmn0xP3zjlXU76oTlViKhYZY9fdrdCyq6KY57/nv2NLGI5vbL2y79btqhg3YgXZV2MXrcpC2zm2TmtcUUgDlrrXNJPNlXjk7SzzgrhNsWYigJfQxmsxjWNYOE9b5Xo05HZpgdXPQPu9qqS17g8b9XDPZUl2W6dCwVCmN+d2MpwpMpot1PX+1uJ0a79jSTlPQTa6kL2vyDheuDdu7o7SFvZydytb1ab95ftYWo1gog1ZVlp0bSIEMdB/aKNVe596fLpTtz/t7d3QS8jrJlyq4HRqPbm2nPy7LAmN+V13f4VSmyNPHJoD68lXD8p6bSNd7g80t7Wzyu6URuBXgnZ7MMDiToznosefFO7ujzGZLdddOn8vBa2dn7V67WgTYn+fNHWE21wS5UDWw99R9QDQhSxxXNwd4eFMbO3ti9vWmPexlIl2kVDHY2hVmQ1sQ3YTxdJHOqBe/27ksy6vlf3IV14WybvCJb5/gH14a4I+/fzvv3Cbrv/MlnalMke6Yj//xfdsbnnQKxc2IEII/+MA2QE5Anjw0xjcOjfGHH9jObauW98WmUFxpvE4Ht/Q38cyxCUq6Qa5UkQancyZ3tWhW8JAulHFqAk3TGJjO1q1W18quZwqypGvuZGkmW6It7MWpaaR1ObntCHtt2fS5PL5vGMAWugDswEATgkyxQqZY4Za+poaT9ojPZU+ynzsxCcjJ4tnJrN2TU4vLqfG2TW1kihU2d0hD4c4lJihrWoJ2sDl3bpkr6Xaw0BrysLs3xqGRJD63k129Ubqifo6NpewILGgp1gF8/tXzFAI6d61ptkv8qtmpasZxLFng8X3DUiY+4KYr5mN1s7Q6ODOZYWtnxD6u797eYY+rKeBmg1XZ4nZouJ0ab5xPsKP7wn5utD3VfbqxPYS7QRB0dDRFqWKwY4EgTUBDRTi/27moDP1cGgXYPpeDeNDDmtaFS8qjfhdBj3NegCgzgpAqWCWO1t3VhQaA0xOZujzv86embLNzmB88gzyed6xuYu/ADK8PzNAVnS8qUosU9ZCZKhM5Ca8uplR7ngSyJ3AksbT3pq9BiVo161elWDEYms3hdztY2xri8HDS/pzOPVS6YfLVAyOAlMC/WHxuB7M5+Rmulg8/vm+YvnjAzvItFKBpQhD2uhpmaB2aIF+WhtdzP6+JfJm8tRBybDSFJgQhn8ueo+7ui3FqIo3X5bBVTkFaQlQXG2qH5HRobO+O0Bxw12Uia8tdAXrifqatXrvmoIdSs8GalqCdEQX5sf+Ju1fVlRIOTOfY3Rvj6Fhq3nbW+pFF/e55PbtCCDa2h3jpzAX/w4jPxc6eKK+em8Hj1PA4HRTKOl6Xg9tXxzkykkIIeP7kFJlihUJZ591bOygbBuYCC19zURm0FczgTI4P/s1LPH9qmq/+4j32iQ/w5X3DfPq5Mwgh7PpmheKtRtTv5o++fzs/cVc/H/0/r/EL//wGQ7O5pZ+oUFxhNE3Y4h4Bt/OiMhchr/Qd0oT84q8GYAJRN3mVkvxFNnWEiQfd9mp/a9jDuekcTisg290boyPqW1Dh7qGNrWxoD9WVGFXpbfLZk7VEvtQwmDg/nbODvCrDs/mG2Qe5HXBkNMXJ8bRV5pjmjfOzi2a+fe76iV0tY8mCPcF2OTSarUBLE1IFL+Kbv11jyQKDMzke29nJLz60rq7/yp6c2qbRcpJeMUx+/sG1rG4O8srZafJlnVxJpyvmsydYzxybsHtfhmbznJvKIoTsa3l4UxvxgBvdmGsUXKMgaP1OFcpkS3rDHq81LcE6Rb+rxS19TbxtU31A98iWdiI+FzOZUp13VS1hr5uAZ+Es4YU+svn0xf30xy8EWPevb2GTFcR3x/wXxGLqshdykbqim3arx5Lb1t9Ed8xPRTfYNzhrS8RfWASQb7Ccz21wkb7SKnv6YrxneydrWqTCZlPAbffeNaLaT5UvXXw1yOBMjqmMvC7UfmZq+60WqpB1aIIHN7YuWELrcghu6W+yA70qq5oD9FhiJFXl2NrAM1eqcGgkNa/Iuq/JbycUat/RsLKampWSf9g6D0uV+lfojwfY3RvDNE0ODiWZzZWZTBfregZPTaZJ5sv2Md3ZE+Wedc1EA65LbgNqDXttgRyAeNDDB3Z3s6EtRK6kE/I6bWPyx/cNW/520ux8NFkg6nPR1eSrCz6XQgVoK5TH9w3z7r/8HnesjvOFn73TTv9/+rnTnJ3K8kO39PBf3rflOo9Sobi+fPiOPrZ0RXBoGr/77s3E/G7e8efP8SdPHq9bUVMoriWaWHjFuhHJXJlUocztq+NEfC5bqlqI+gxaxCczD0OzOR7d0sFda6S/VaFkSIPfmuzL3WubiTSQjpavK2gKuDkxNt8E/ph1W0/M17DsCaQIw1xvrU0dIbZ0hhs+vqQbjCTyrGoO0N8cIGwpUi7WV7UY27oitmEzQNjrJOyV/kS7emK2wmDt1O7sVJbjY2lrEtX4fauP390X413bOuiO+Xh83zDxoJs1LUGrZClSN1nd2hWxvc/CXplF6mvyEw96ME3TLsOszU55GmSqBHKi3ShodVsKoVcbt3NhUZuZXONgHRbub7LvX2RaXNt3B5ApVhhJ5NnaZWUpGzw1Vajw2rlZOqLehhnHRjxzfIKzVvAcD3rqPMbkGCURv2ueP17tNjy6tX1eP9ZCVO0K8mWdiXRxwQUJhybY2C7NyudmjBZHnrHv3CaFVw4MJeapiNrjX+icN00e3zdsy+HXegiCFPuZthQZa2kOeljVEuSxnV28f1cXTQF33fZlChVaQ555x2csVbCVmOu855CLKFNWALNQEDyeKnBgKIEQgt64n0SuNC8I3NwRqTu+ffEAmhC8fm7mspTNG2WYW0IeHtjQwtauiOXn5mB9W8i+/ntdGjt6ouTLOql8mbWtwWWPQZU4rjCmMkV+7/FD7B2Y5a9/dI+t0pgrVfC7nQQ8TmlceolfbArFzci6tiBep4MP3trDv7u9lz/4+lHu//iz/NwDa/iR23uvyeRGoajSGvYuGBw1IuJ38b4dXUR8Lo6OytKY1rB3XulaIlfiif0jdES8eF2aLWFdqOj4Tcc8U9iF+M7RcaC+xLFqit0R8TKbK1k9RaLh5Nrt1OwSxwsS6guVUMlJ3mM7u0jmygQ9TrpjvkVV8uYy97W3dM0tGZRZAMA2b4b6/r0718w3a55L9fEnx9N8HVjXGsLrciDAVoTbN5hgU0fIzgLUZuLiQQ8b2kN2UG2acl/dsTpe179VO9GrPjbgcbKzJ9oweFuKa+Gm029Nchcdx0K3L3KO3LkmXhdJuxwCl3bhem2rK9Y8J+Jz8a5t7fzPp08ylMgvGDDVvl931EfM72Jta5DRZN7uc5s7xqW4lHaSzqgPv8vBWL7c8LtIN0yeOjIGMK//aTmELMuLoMdpCxUBlkCNUadSORchBG/f3GZv19zAqFDWOTuVZdMi43rp9LSl5Hhh25qDHkKWkFEtmhB2lq/2nqpXXXvEy7jVh/bAhlYCc8pJixXD7l8Ne13s6I7WlSiCLPle21rf+zs8m6cz6lvUT/BS+N7JSTQh/Q57m/y0R7x1Zd5V6xPTlPL748nCIq9Wj8qgrRCqqxiP/PlzBNxOnvqV++3gbGg2x9v/7DmKFZ0fub1v3omnULzVubW/iW3dEZ48PMYnnznFP/zkbfzFh3byjYOj3PvHz/DZ588qIZG3CEKIR4UQx4UQp4QQv9ng/j4hxHeEEAeEEM8KIbpr7vtjIcRhIcRRIcRfimtoJFkNeNyWmpscT32Q4XLIwOjW/ib64gF7Uhn1uTk2lrYl2pca9bu3dXDbqvllSyC92/xuB4FF1N+OjaXsCeVS7OiJcteaOI/vGyZr9WLsPT/Ls8cnLukzGa7pf1uKWhXLUxOZOlGURlRV4FpCHta2BokFXDy8sRWnQ+P8dI7ZbImw17lkoGKLj2iCzR1hon637e8G9cIn1clmMl+uk0i/WK72qepyzFfTrLLU/ljM06415K0L1uf+32i7CmWdJ/aPkMyXWde6vBJHKbQilVJfOTPDaLJ+on41999EuoDX7ajzjqtFE7IsuTnoIXcRn4naa4MQUlimVlxGGl9b77HIon5tgDv3YW6Hxn3rWhYViKkaSNeOp2KYnJ7Mztuv8eCFMs7auwzT5OhoSi6IWHdEfK55i0798QC7eqMAvH5uhiOjKdvPsMpsrjSvl3BdW5DmoOeKL2bs7osR8bnY0BZiR3e0YQ9utRUpV9QZvIgWDJVBWwGMJQv83uOHODic5M8+uMP2MHv5zDSGYXLX2ma+/PN3KyEQhWIJHtjQYpcQ9Db5+defvZMXTk3ziW+f4K+eOcVH7urnw3f0LfhFqbixEUI4gL8C3g4MAa8JIZ4wTfNIzcP+BPgH0zT/jxDiIeB/AB8WQtwF3A1stx73PHA/8Oy1Gj9Ad8xXM9ERdWqHQa+T+2sMi+3Jj5DZsOpE2KktvvY6mSlS0U0m0gW7+b/6nqcnMuRLOmGvq15Fr4YNbSHb72gpaoNAj1vD5dBY0xykuUH503IwlpJ/tIj63XVKaYWyTra48OS3tqwt6nfT0yQ9yb52cJR3b+tAiAuT4KUw7Qya/O1ySHW3927vJFOq1PU5VR/jcTpIFSqUdOOSvusf3thaVw57pVmsB26pOW/A42BVc+CSKhku+JNdeBe3Q4oyyMXqi9/mtW1BUvky79vRyRP7Ry76+ReLU9OYyZYoVvSG2T4hhGV67W3og7cU1V2zd2CW3b0x22pBs7LiIMV0iuXFyycbifdomuDwSIpbV8UWPC/bwl6GZnNWeaZ8jNupsaM7Mi+DNpYscGoiM6/UTyDFfyq6wfvmCK7UMjAtDcbvXdfC5s4wuZJeZ0kB8lydawmRLlQ4PJJctNx2udRuk1PT2NAesvvPGlG92e3UFlX1nYvKoF1HShWDT333NG//s+/SEvLw5K/cxwMbWm0flUSuxKzlh7OUoaRCoZCTnDUtQUYSeX70M69QrBjcs66ZL/zcXfzNh/dwYCjJ3X/0NP/p8UOcm8pe7+Eqrjy3AadM0zxjmmYJ+Dzw2JzHbAaetv5+puZ+E/ACbsADuIDxqz7iOXicjrqJbG2J42S6OE+cY2tXhIjXRa6k22WVS/V2vXp2hjfOz9b1G1Xfpep7NTCdk8Fhg5dyOi6uJ6rqtVQNVJqC7joD4+XSFHDPK2daiPvXt9QFU1u7Issqc6zy/MkpTk9keXhTG06HRkvIw3dPTPLdE5ML9uZVqY2TTk9m7MliVUim0fFxOmSJ16UEZ0LIEsmQd/lltVeSpcpcPU4H27ujl9Rz2Cg7J9VPpbCFYTZWsISFA8eYz0U84L7qWccqTQE3fXG/fV7MfVvTNHn5zDQHh5OXtI/kdgg6It66z3RtsNcR8XHPusY+alXm9leCXBCZzhaX9NRLFyrzxu50aLaRfZWQ18XuvmjDbbh3XQtdscXVXb0uBzFLZVETgnjAPa837NxU1n5MlWJFl7dd5iFvDXnrAsJXz07z3ROTfPvoOIUFAuBa9dLlXr9ABWjXjedOTPLoJ57jm4fG+Kd/fzu//33bCHtdFMo6j/z5dxlPFXh0a0edhK9CoVgenVEf3/qV+/G6HHzupXOcmcxwS38Tf/eRW3jiF+6mWDF45198j4/+n9d48dTUgl/wihuOLmCw5v8h67Za9gMfsP7+PiAkhIibpvkSMmAbtX6eNE3z6FUe76JIkZAL/4e8znmqdWtagnhcGolc2Z6QuRaQ16/SEfGxuzfWMJPj0DRifhdtYSlysdSK83JWpHVDlvBnCxXyJZ3vHp/gif0jF13iuL07uuzM3VxeOzfDS6enl/34Xb1RumI+uydnIlWkM+pjU3toySxHdZIrhGBb1/wsQiOmMkX2DszWZQivYYXtZXEtxjn3HV44NcWpicwlmXG/PpDgvKW82b1EQFClK+a75IXy0WSeoMfFv7u9D5CfsVqEEDy2s4uWoKfOKHopajfd53bQHvHa9g/dMf8lf1Zq0TTBu7Z1LLkgE7H6rOYy99TwuRyM1fRh1Wauc6UK09kSi9HT5Lf7QU9NZvA2sDwwTGxl1SrxgIemgPuy82d3ronb7w9SjGlzR5hb+psa2i/AxQlG1aJKHK8xpybS/OE3jvHm+QS/8c6N/MDubjRN8MxxKdX7Y3f289Sv3L/sGnuFQtGY6qpauljBqWmUdQPDNFnbGuIPv387//HRjfzfV8/zy/+yj6aAm5+8exXv29mpBEVufn4N+KQQ4seB54BhQBdCrAU2AdWetG8JIe41TfN7tU8WQvw08NMAvb2981787RfhO7UUVZEQIQSmaeJzORo260f9bu5cE7czO0tlppqDbqazUja9p6neQyqZL1PWzUsqP1wIwzRpDXkJeZ14XBq3r7pgrL1c7lnbfFnfizG/+6IWYpyaZtsWgJyATmWLtIQ8iwYk79jSXrfvJtLFefu4EUGPU/YfmibVbi/B8gr45mYLbiaqk9u5+2Fta9DOTM3tJ6uy0GHa3Ru1DZGXKgeu0hRwc9eaxTNQCxH2ujg3lSORk8GHa4HPZ1vEe1GfiVruXC37PM9NZelvDrCnL1Z3/+XE0Iv1n1VxO+eX+LUEPfMC4KlMkcGZPNu7o3W3a0IQ9TcO8haiJ+YjkS3b9iZVNrSH5pVCVwyDdKFyycHSQqQLFSI+F6PJAu1h7yUr0zZCZdCuEROpAr/1pQM89skXWNcW4ulfe4AP7Orim4fHMAyTtpCXVVbqUwVnCsWV42MPrKU37ucr+0f4D/9vv317U8DNzz+4lud/4yF+7oE1/OMrA9z9h0/zZ08dZyK1fKUlxYpiGOip+b/bus3GNM0R0zQ/YJrmLuB3rNsSyGzay6ZpZkzTzADfAO6c+wamaX7aNM1bTNO8paWlZe7d+N3OZctwL4UQgqJu2Ku+w7P5eSWOtSy3f2U8VWRgOttwMtge9pIpVjg7nbXGIG9frt9UI1wOja1dYTtw0Q2TQuXismfx4OWV+a9tDbLuIrZhYDprS36DzF4WywZfOTC6aKDndTnqAuTxVGFB/7BaWoIe7lvfXDcZXs5c8r3bO23j3+vN1cijLbQP4gEPXVHfJS2oVQzDzh5fyQn1QgQ8Tvqb/faxXUht9eT4pYvEuJ0aD2xotS0frjWDM7l55/lda5vnmT63hDzcvXZ+qbFmlTheTJZSE6Khl+Ob52fnlT2GvC42d4aveICWzEv/wplsaeFS20t8SxWgXWUyxQp/9tRxHvyTZynrJt/61fv5tUc2SHUu4EtvDDGVKbK5M8y96+Z/2SsUiivD+3d28Z/ftwXTNPmzp47bhpFup8ZjO7t4/Ofv5tM/tofTk1nu+/gz/Oq/7OPgUPI6j1pxkbwGrBNCrBJCuIEPAU/UPkAI0SyEqH73/RbwWevv88D9QginEMKFFAi5riWOpmmSypdt8YfuJp+t7tsITRNs7YoQWsJI9841cR7b2TVvFbvKpo6Q3WdRnVv0LiMLtBAV3eDpYxPoJpQrBi+cmuLFU9NUlin4cSV4+tg4R0ZSy378Lf1NdT1smia4Y3UTb9/UdlElfXeuji8rG7m5M8xstlw3yd3aGVnSoFqzvLZWAo5LzP4shp1BmzP5feHUFIes47nQWbRQ+W0qX7EXUZaTHbpchhN5RhIFuz9soaDQ7RRL9jfWMjce8Lg0vNdJTK494ltW8FPWDY6NpefdrgnsDOBySeTL83rcQAZjA9ON1RKXW9K6XDZ1hFnVHOBBS+21EZcqTKJKHK8SuVKFf3x5gL/57hm2dUf4ws/dxcb2EEII/vI7J0nly/zuezbzdx+59XoPVaF4S6Bpguagh7JuIIQg5HUykS5QLBv0NPkRQrCnr4k9fU0Mzeb43EsD/MjfvczG9jA/eU8/b9/cfk1WWxWXjmmaFSHELwBPIuXEPmua5mEhxH8FXjdN8wngAeB/CCFMZInjz1tP/wLwEHAQOef7pmmaX7nW21BL7fzr4U1tODWxZMZgOX0nE+kCU+kSmxsZSws5KdYN0zbahYX7KDqjXkr64tkwIQQb2kN4XRrbe6Ksbg42NH29mty1pvmyJ+MHh5P0NwfwsfxJ8FJ+b1W1yKaA266iqXIxggLXm4c3tS1oLnw5VC+5c2P5W/pjl1yO/v5dF/qenFchqJxLS9DDqYkMiVyJDe0h2hc4J3qbLk7pcm4G/JljE2zrisxTGu2LB656IOrUxLICNLdTq+t9rVK9RlyMwrJpmqQK5XmekxvbQwuOpb85wP4l7DauNJe6fqICtCtMrlThcy8N8OnnzrCuLcgn/91u7lwTZzJd5OE/+y5f+8V7+ff3rr4kM0qFQnH5uBwav/L29QA8eXiM187N8N/fv41k7sKFvjvm57fetYn/7+F1fOmNIf74m8f57187ykfu7OeDt/aoMuQVjGmaXwe+Pue236v5+wvIYGzu83TgZ676AC+C2hXyKzn5dWragosNHREvL52aoi3iZW1ryF77XWiSMdd7qREOTRDxuTBMaf48kS5gmsyT9L6aXIneUt0wef7kFO/aduXEu3Zbpr2GYdIT89+wi0BXIziDhQVIDBMSuTLtkYWP60Ln7HAiT09MZoQvRdb+YnFafnh+t5ON7QsbPg/N5uiO+VjuqTq3fPAdW9obbs+l9rVdDNPZEn3xCzL7C+FxOtjWHZl3uyZYdN80IuJz296FtXzv5CR3rm5eULSjI+LD67p2c3AVoF1nssUK//DSAH/7vTNsbA/xv35kN7evjvNXz5yiUNF5cEMrn/zh3QueMAqF4trz2M4u3rejE9M0+eDfvMQffv82dvZEqRgmLodGwOPkw3f28yO39/HdE5N89oWz/Pm3T/C+HZ18+M4+tnTO/6JRKK4cV6cEsCngttXe5rKxPcx/fHQjmpCT46rty+VU0emGyatnZ3jHlnYAjo2l8Ti1axqgXQl29cbYdZVeu6QbPHdykvds77xhg7Srydx98sqZaaJ+N+2RxTOUjTg3laU97MXt1GgLe6/6eTiWKnB2KrtoeTJAvqQvq1+xSlPAbX+mQHqMNdqWK9131Yhaf8ZL4dLO+cYqs51RH4OzOSL+xt/Pt61quoT3unRUieN1YjpT5HMvD/B/XjzH5s4wn/rRPYR9Tr5zdILbV8fZ1Rul03IWb1hOolAorivVFdovfuwuAm4H+wYT/O6XD/HVX7wH3TBxOjQ0TfDgxlYe3NjK6ckM//TyeT706ZdZ1xrkw3f28c6tS8sQKxQXy/Vyf5D9Mo46YY7LMXjVhOzp8jg1hBA8uKH1SgzzmvPiqSl6mvzLUmW8WDxOje3d0asitHGj8+jW9nn+cA9tar3Qf3SRn5OHN11QWvW6HNzaf3Un7J1RH4eGkyTz5UWrL955CZnZ2u+d/UMJNCHojdefnyukRXFBdvZELykDu7a1cX9mX1MAv2flfB8rkZBrzOnJDL/1pYPc80fPcGQkxad+dA/buqJs7gwTsUwQQda930h15ArFW5Wgx4kQgp09Uf72x25BCMHvf/0of/Pd0wCkCzKTsKYlyO+9dzOv/PbD/NCtPfzd985y1x8+zR98/SjHxpYvQqBQLMX1cud7c3CWUcurqBokXk5SRwhBtljBMKVIwOGRJGcmL12x7nrRHPIwONtYfOByEUKwqjlw0ebdbwUamXcPzuQZTjSW119plHWDnb3RJcV7LpfHdnbNC87CXhdtoYvPMl5L+uKBy1ZpreWVs9PM5hb3U7uWtIW9l9QWoQK0i6CiGzx1eIwf//tXee//fB6nJvilt63jh2/v5fbVccI+J7lShY6Ijw/dNt8fR6FQrHyEEHaZyK+/YwM/eEsPpmny7r98niMjKSq6weBMDr/byQ/d2stXf/EePvORW0jly/zgp17i0U88x6efO11nxqlQXArXK4P22M4u24y1OoTLUQrUDZOjoykqhoFpSmnqkr58tbqVwtqWILevmi8Rrrj2DExnmVnC1HilkC1WODR89RWBXz07Q7ZYqbvtwY2tFyW8cTPQFw+QyleWfuA1IuJz8cAlVA2oEsdlMJLI8y+vDfL5V88T8Dh5YEMLnREf/+39W3n2+ARhKzL+2ANrr/NIFQrFlUR6Wsm/v/5L9xJwOzg5keFj//QG3/qV+zg9mSFfMmRvSm+M//y+LTxzbIIvvTnMnzx1gl09Ud6+uY1HNrfPW9lUKJbCvIY5tFv7m+xSnINDScI+J33xgC1vfjmJHU3AAxtacTtkieOlGv5eb75yYIQN7aGLFjNQXHlqyxRbQh6KDXz1mgJuTk9ey1E1Jup3U9FNihXjquoQjCbz9Mf9tpz/W5WIz0UscOMLeb21j+IiJHIlvn5wjM+9dI7Tkxke3NhKtqTzrV+9j0LZ4PCoLGW6lKhYoVDceFRr5Ne3hXjql+9DCMHR0TQjiTzbuiN89vmz7O6L8c5tHbxzWwez2RLfPjrOt46M86dPnaDH8rC6a00zt61qUkqQiiW5lhm0WnGBqUxxnvz45WTQhBD2+V7WpQ9ae8S7IgOdgNtJvtzYNuC2VU1v+cnvSmRrV8TO+NbSGfXx2M6uBs+4tpR1g43t4asuErcStnUlcHw8zermwFXpFb2WqCuNxWgyzxsDsu7+H18eYHA2z+2rmgh6nXzmx2/l3nUtDCfyhH1uwr6lvU0UCsXNS7VP5L07Ou3bmgJugh4HFd3gkU88x+d/+g7evb2D9W0h/vKHd/HS6WlePD3FX3znBMdG02zqCLOnL8b27gjbu6OsVv0nijlcrxLHBzdeWHi80kPQhPT8CntX5gLFfetbFsxcdkRuLNVJxcpAN0wODifpjvmu6jX+K/tHuG9dyzxfsLcaPTHfihdGWQ43fYBmmiZCCF4/N8O6thA+l4P/9MRh/sv7tvDi6Sl++98O8uCGVr59ZJyZbImHN7Xx2M4u7l4b57Y5teZdN5gksEKhuHZUzU8Nw+QvfmgXLUEPx8bS/MlTx/ncT92OQxP0xQP8zrs3c2IszdHRFMfH03zxjSH+0xOHwZQrwRs7QqxrDbG+Lci6tpDKtL2FMa5ThPbq2RmCHiebO8NXPEh0aILt3dEr+6JXkGttoK24+XE7NCI+11UvWL4ZgpIrwVK+jDcKN3SAVijreF0OJtIFzk3luG1VE98+Ms5srsQP3tLDr//rfrZ2RXhkSxt/+tRxblsVJ1Mo89LpKe7+w++QKpTZ1BEhHnDzpx/cya2rYg3VghQKhWK5aJqwjTg3dYT53E/dDsgMW/UL+h9fGWBdW4j/+OhGfv1f9/Pb79yEz+3gfz59Cqcm+NaRcf7iOyeYSBdpDrrpbQqwtTNMS8hDZ9RnTXBNon43zUEP+wcT9DcHiPhcPH1snLvXNlOqGExlSqxSKrKKi2RDe8g2t70aJreP7xumt8nPLsukWaG4mdE0wT3rrn7f5Xu2dy79IMUNw3UP0AzDpGwYeJwOMsUKxbKOJgSffu4MTocg6nezb3CWrqiPqN/N5189zzu3tlPSTf7hpXP83ANrGZjKcmQ0xbbuCKOJPOlihb9/4RxjyTz/uneI3//aUVrDHryuBOvbQ/x/D69jfVuI9W0htVqmUCiuCbU9Ev/1sa323+/Z0UlH1EfIKy/H/+GRDYwmC/zulw/y7K89yD+/OsBX948S8bn42sFRpjIlyrpBIlcm5nexuTPM+ekcD25sZU9fjE999zTtER9hj5MT42kVoCkumtqsbdTv5pHN7Ys8+uLZ2RNVmWGFQqFYBGFeZP3CLbfcYr7++uuX9abDiTzv+cvv8ebvPcKzxyf4s2+d4IlfuIf//cJZjo9n+MWH1vKT//s1/G4H/fEAJ8bTdES8NAU8jCbztEW8eBwapmnicjrwuDQCbid+twO/2ykNNgMeWsMeWkMeIj7XZTU4KxQKxUojkSsxMJ3j3HSWgekc52dyjCbzjCYKjCTzlCoGrSEvHVEv7WEvTQE38YCbWMBt/e0hFnAR9bvxuxz43A7bSPhqIYTYa5rmLVftDa4xV+L7cDHOTmU5MJQAlACAQqFQ3Gws9p14XQK0im4wnS3RFvZS0Q0qhlnnhq5QKBSKS8c0TWZzZUYSeUaTBcZSBWazJWZqfqazJWazJRL5EoWy9KTShLQW8Dg1HJrAqQlZstkV4a9/dM9lj0sFaBdPsaKjGyZ+93UveLliPL5vmOagh7vX3phy+wqFQnElWOw78bpc8Z0OjTZLBdHp0FBtXwqFQnHlEJZSXlPA3VB+ei6GYZIv6+RKOvmSLoMC06Sim+hqAe26cjP2RT+4UXqiKRQKhaIxN8+SnEKhUCguCU0TBDxO5fGkuCasVIl9hUKhWCmoJSyFQqFQKBQKhUKhWCGoAE2hUCgUCoVCoVAoVggqQFMoFAqFQqFQKBSKFYIK0BQKhUKhUCgUCoVihXDRMvtCiElgoMFdzcDUlRjUWxS1/y4Ptf8uD7X/Lg+1/5ZHn2maLdd7EFcKIUQaOH69x3EVuBnP55txm+Dm3K6bcZvg5tyum3Gb4Npt14LfiRcdoC2EEOL1m8nf5lqj9t/lofbf5aH23+Wh9t9bk5v1uN+M23UzbhPcnNt1M24T3JzbdTNuE6yM7VIljgqFQqFQKBQKhUKxQlABmkKhUCgUCoVCoVCsEK5kgPbpK/hab0XU/rs81P67PNT+uzzU/ntrcrMe95txu27GbYKbc7tuxm2Cm3O7bsZtghWwXVesB02hUCgUCoVCoVAoFJeHKnFUKBQKhUKhUCgUihXCsgI0IcSjQojjQohTQojfbHB/nxDiO0KIA0KIZ4UQ3dbtDwoh9tX8FIQQ77/C27DiudT9Z933x0KIw0KIo0KIvxRCiGs7+uvPZe6/PxJCHLJ+fujajvz6I4T4rBBiQghxaIH7hXVenbL23+6a+z4ihDhp/Xzk2o165XCZ+++bQoiEEOKr127EimvFUtellYoQokcI8YwQ4oj13fJL1u1NQohvWZ/3bwkhYtbtC57jKw0hhEMI8Wb1MyeEWCWEeMUa+78IIdzW7R7r/1PW/f3XdeCLIISICiG+IIQ4Zs0D7rxJjtWvWOffISHE/xVCeG+049Xo++FSjs1K+65dYLs+bp2DB4QQ/yaEiNbc91vWdh0XQryj5vYVc41c7LtcCPEfhBCmEKLZ+n9lHCvTNBf9ARzAaWA14Ab2A5vnPOZfgY9Yfz8EfK7B6zQBM4B/qfe8mX4uZ/8BdwEvWK/hAF4CHrje23QD7b93A98CnEAAeA0IX+9tusb77z5gN3BogfvfBXwDEMAdwCvW7U3AGet3zPo7dr2350bZf9Z9DwPvBb56vbdD/Vzx82LJ69JK/QE6gN3W3yHgBLAZ+GPgN63bfxP4I+vvBc/xlfYD/Crwz9XPHPD/gA9Zf38K+Dnr748Bn7L+/hDwL9d77Its0/8BPmr97QaiN/qxArqAs4Cv5jj9+I12vBp9P1zssVmJ37ULbNcjgNP6+49qtmuzdf3zAKus62J1zrpirpGNtsm6vQd4Eunv3LySjtVyMmi3AadM0zxjmmYJ+Dzw2JzHbAaetv5+psH9AD8AfMM0zdwy3vNm4nL2nwl4kSe3B3AB41d9xCuLy9l/m4HnTNOsmKaZBQ4Aj16DMa8YTNN8DrkwshCPAf9gSl4GokKIDuAdwLdM05wxTXMWGei+pfYdXNb+wzTN7wDpazBMxbVnOdelFYlpmqOmab5h/Z0GjiInzI8hgwGs3++3/l7wHF9JCFk58W7g76z/BXLB7gvWQ+ZuU3VbvwA8bD1+RSGEiCAnlp8BME2zZJpmghv8WFk4AZ8Qwgn4gVFusOO1wPfDxR6bFfdd22i7TNN8yjTNivXvy0C1Uukx4POmaRZN0zwLnEJeH1fUNXKR7/I/B/4jcr5dZUUcq+UEaF3AYM3/Q9ZttewHPmD9/X1ASAgRn/OYDwH/91IGeYNzyfvPNM2XkAHHqPXzpGmaR6/yeFcal3P+7QceFUL4rdT1g8jVEsUFFtq/y9nvCrWf3qrcFMfdKhXbBbwCtJmmOWrdNQa0WX/fKNv6CeREy7D+jwOJmkll7bjtbbLuT1qPX2msAiaBv7dKN/9OCBHgBj9WpmkOA38CnEfObZLAXm784wUXf2xuiGM2h59EZpjgBt4uIcRjwLBpmvvn3LUitulKiYT8GnC/EOJN4H5gGNCrd1qR5zZkGlExn4b7TwixFtiEXKnoAh4SQtx7/Ya5Ymm4/0zTfAr4OvAicnHgJWrOS4VCoXirIoQIAl8Eftk0zVTtfaas57lhJJ6FEO8BJkzT3Hu9x3KFcSLLsv7aNM1dQBZZNmdzox0rAKsv6zFkANqJbEG46So0bsRjsxRCiN8BKsA/Xe+xXA5CCD/w28DvXe+xLMRyArRh6rMO3dZtNqZpjpim+QHrAvI71m2Jmod8EPg30zTLlzfcG5LL2X/fB7xsmmbGNM0McsXizmsy6pXDZZ1/pmn+vmmaO03TfDuynvjENRn1jcNC+3fJ/a4A1H56q3JDH3chhAsZnP2TaZpfsm4er5bDWb8nrNtvhG29G3ifEOIcspTqIeAvkKVJTusxteO2t8m6PwJMX8sBL5MhYMg0zVes/7+ADNhu5GMF8DbgrGmak9a88EvIY3ijHy+4+GNzoxwzhBA/DrwH+BEr+IQbd7vWIBcI9lvXjW7gDSFEOytkm5YToL0GrLPUddzIUsUnah8ghGgWQlRf67eAz855jR/mrVneCJe3/84jM0NO6wv1fmS/wFuJS95/Qip6xa2/twPbgaeu2chvDJ4AfsxSLboDSFrlGU8CjwghYtZq5yOoDHgjFtp/ipubJa9LKxWrd+czwFHTNP+s5q4ngKoq2UeAx2tuX9HnuGmav2WaZrdpmv3IY/G0aZo/gmwR+AHrYXO3qbqtP2A9fsVlOkzTHAMGhRAbrJseBo5wAx8ri/PAHVb7geDCdt3Qx8viYo/NDfFdK4R4FFlC/L45WhJPAB8SUmlzFbAOeJUVfo00TfOgaZqtpmn2W9eNIaR40hgr5ViZy1M/eRcy83Aa+B3rtv+KPFAgPzAnrcf8HeCpeW4/MsLUlvNeN+PPpe4/pArO3yCDsiPAn13vbbnB9p/X2m9HkE2tO6/3tlyHffd/kTX+ZeQF6KeAnwV+1rpfAH9l7duDwC01z/1JZMPvKeAnrve23ID773vI/pG89dx3XO/tUT9X9NyYd126EX6Ae5BlVweAfdbPu5A9Pd+xrqXfBpqsxy94jq/EH+ABLqg4rkZOFk8h1X5rvxv+1br9VWD19R73ItuzE3jdOl5fRqrH3fDHCvgvwDHgEPA5pBDaDXW8Fvh+uOhjs9K+axfYrlPI/qvqNeNTNY//HWu7jgPvrLl9xVwjG23TnPvPcUHFcUUcK2G9oUKhUCgUCoVCoVAorjNXSiREoVAoFAqFQqFQKBSXiQrQFAqFQqFQKBQKhWKFoAI0hUKhUCgUCoVCoVghqABNoVAoFAqFQqFQKFYIKkBTKBQKhUKhUCgUihWCCtAUCoVCoVAoFAqFYoWgAjSFQqFQKBQKhUKhWCGoAE2hUCgUCoVCoVAoVggqQFMoFAqFQqFQKBSKFYIK0BSKy0QIsVYIMSyE2Gz9/++EEAeEEP7rPTaFQqFQKK4l6jtRobh8hGma13sMCsUNjxDiMeB/AD8B/Btwv2maJ6/vqBQKhUKhuPao70SF4vJwXu8BKBQ3A6ZpPi6EuAd4AfiQ+iJSKBQKxVsV9Z2oUFweqsRRobgCCCE0YCcwAfRc39EoFAqFQnH9UN+JCsXloQI0heLK8F+BNLAH+BUhxF3XeTwKhUKhUFwv1HeiQnEZqABNobhMhBDvAn4Q+HHTNEeBHwX+SQjRcn1HplAoFArFtUV9JyoUl48SCVEoFAqFQqFQKBSKFYLKoCkUCoVCoVAoFArFCkEFaAqFQqFQKBQKhUKxQlABmkKhUCgUCoVCoVCsEFSAplAoFAqFQqFQKBQrBBWgKRQKhUKhUCgUCsUKwXmxT2hubjb7+/uvwlAUCoVCcTOzd+/eKdM0bxqpbfV9qFAoFIpLZbHvxIsO0Pr7+3n99dcvf1QKhUKheEshhBi43mO4kqjvQ4VCoVBcKot9J6oSR4VCoVAoFAqFQqFYIagATaFQKBQKhUKhUChWCCpAUyhuML52YJSXTk8D8LF/2surZ2cA+NV/2cdEuoBpmpimeT2HqFAoFG95hhP56z0EhUJxkXz7yDgz2dL1HoYK0BSKG4Fnjk3wG184AIAmQAh5+y88uI4NbSFM02R3X4yY380b5xP88N++fB1Hq1AoFG9t8iWd18/NYBhqsayKWjhUrHRShTIBjxO/23FVXn86UySRW17wpwI0hWKFki/pPPbJ50kVymzvjvCT96wC4J3bOrhjdRyAzZ1hIn4XQgh+9I4+XA6N7d0R/ttjWwH4y++c5NnjE9dtGxSKtzqDMzmyxcr1HobiGqOrYKSO0WSeJ/aPXO9hKBSLksiWSRXKeJyNw6NkvnxJ1/NiRSdTrJDIl5nKqABNobgh+ceXB/jmoTF8bge/9a5N+FwO4kEPG9pDy3q+y6Gxrk0+9tb+JlY1ByjrBsfH0ldz2AqFogH7hxIk8uXrPQzFNUZli+ppC3l5eFPb9R6GQrEoEZ+LQlnn7FS24f3PHp/geyenLvp1Xz4zw3eOjuN1OVQGTaG4kUgVynz5zWEA1rQE6W3yA3DH6jgux6V/TO9cE6cvHuDQcJL//MRhNWlQKK4x27oiRH2u6z0MBfDNQ6Mkr1GwXK1sVFdciW6a5Eoqk6xY2QgNumM++uOBBR9jXMI8qlwxANB1k/7mhV+7FhWgKRTXkVLFIF/SKVcMnjk+QVk3uHNNnM2d4Sv6Prt6Y/zzv78d04Q/+9YJZldAA6xC8VagWDGo6GqavhIoVoxr1/yvDnkd46mCLW6lUKxUkrkyQ7N5Klepd9ThEEykikxniks+9qKNqhUKxcVRKOsMTOcYms0xOJNjaDbPTK5Etlhh32ACj1OjOejBMOEH/vpFXA4Nn9tB2OuiOeimJeShp8nPmpYgq1sC+N2X9rEVQlDSdQC8LgemaSKqaiMKheKqcHwsTdDjJOJXWbS3EtVVdlm1oK6z3TE/3TH/RT3nO0fHuaW/iYjKQCuuEU0BNwCTmSJdUV/Dx1xOIVJX1EepYuBcRmWUCtAUiivMRFquFL58ZoY3BmY5NZkh6nPR3eSnO+ajJeRmNFHg3ds7eHBjK1GfC6em4dAEQsisWq6kky6UmcyUGE4UePH0NGcms0xmiqxrDbKjO8qda+Lcu66ZeNCz7LF5nA5+9e3rAfi1f90vx7Ch9WrtCoXiLc8dq+OEfeqrtspstsRYqsCmjuVVCZybynJ6MnPD9S/ZAdp1HsdKIVuscG46y5bOyLz7ShUDl0PMWzBc1xpaUKyhrBvkyzphrwreFFeWpoB7weDsUqleBw6PJGkNeZe16KC+NRSKK0AiV+LxfSN87cAo+4YS7OyJcseqJn7n3ZvY0hkmHvRgmibFioFDE/z1s6f5/t3d+C5SyjWRK3FgKMmb5xP88yvn+fUv7GdTR5gH1rfwvp1drG0NLvu1fvyufvrifgplHSFk8KZQKK4so8k84KMlpD5fABXDvKgVaK/Lgdd15fbdtcplqcCsntlciVMTmYYB2jcOjbKmJcjWrvr7XE5BWZffmcWKQdBzYcp6cDjJ4EyOx3Z2XfWxK946TGWKzGRLFMr6Fb3uVGkLexmezWNi0hryLvpYFaApFJfBqYk0n3n+HI/vG2ZPX4wP3trD337kloarI198Y5jvnZzkLz60i//v4XWX9H5Rv5v71rdw3/oWfult60gVyrx4aopvHZngsU8+z9rWIN+/p5v3bu8kZqXqF6L6ZfhXz5wimS/z2+/adEljUigUC3N2KrvkF/FbiajfdVEeQ60hD62h5VcJrBQulDhe54GsEJYqcWwkXf7q2RluXxVncCbPyYl0XTCm/OXeWuRLOmOpAquWKbBxqTRbFUnZYmXBAM28jOUX2c5i4ltG8KcCNIXiEhicyfHn3zrBk4fH+IE93Xz1F+9hdUvj7NXxsTStIQ/v2d7BQxuvbDlh2Ovi0a0dPLq1g//+/q08eXiML74xxO9/7Sj3r2/h+/d08+CGVtwLlIkA/PR9q8mXdYoVnZPjmXmrmAqF4tK5f30LgUvsG70ZOTuV5ehoatmZj0MjSQamc7x3R+ey3yOZL1PRjYsq/x5J5Am4r2CvoIof6pjKFDkykuK+9S0N72/UD33n6jjNQQ/Didy8+xya6uu7WgzO5Dg6muKRLe3Xeyg2JyfSnJ3KXnSAdnYqi9/toC28vEUyv9vBe7d3ol2h88swTI6MptANqeL40ulp1rUFCS2jNFepOCoUF0GhrPPxJ4/xjk88R8Dj5Jlfe4D/8tjWBYMzgP/94jlePTeD1+WwG1CvBj63g/fv6uJzP3U73/31B9ndF+NPnjzO7X/wbX7v8UPsH0w0lNl3OTTCXhf7B5N84tsnrtr4FIq3Ip95/izfPjZ+vYexYmgLe9ndG1v24/uaAhdVug3w3ROTPH+qsVfRQrpIr52b4fWBmYt6n4UoVQxSBZkRupzV9puJsm5ctMVBSTcYTxfQjfn3OTU1fb1aTKQL5Mv69R7GFeHwSJLxVGHJx5UqBqPJPOdncnzlwAiZRcyoLzYrrglhl1Zv644wkshzfnr+osNc1LKeQrFMXjw9xe/82yHawp5FM2ZVvvzmMA9vauUPvm/rNVdLbI94+dn71/Az963m0HCKL74xxE/879eI+V18/55uvm9XFx2R+ibY21Y1cWt/jLJu8L+eOc1H711FwKMuEQrFcvjmoTH6m/1sbK8Xv0gXypTKDWaYNzCX05/hcWp4XMufXLud2qKeRI1Yyu/x8X3DvHNrx6KVBZfD3oFZJtJLTwqvBgeHkmxoD121bbtUOiI+3rtjecILo8k8s9kyJyfS3LO2Gb1BOePFxGeP7xvm4U1tdT1sC1GqGJwYT6tKkpuEd27tWFbfabZYYf9gkkc2t5Ev6+hXwBrl/HSO8zM5TExKlg+ax6mxqjmwLH/blfUJVihWIIWyzn96/BA/949v8LP3r+b//vs7lgzOTNPk9YEZJtLF6yplL4RgW3eE//y+Lbz8Ww/zG49uZP9gggc+/iwf/swr/NubQ+RLet3jSxWDQkXH6RDK2FqhWCbFis5Ycv6kfFtX5KZb6Hj+5NQleykOzuQuyg/ryGiKp49NLPvxy71mXc0MQbFy4bWv1CW0UNZJ5Obv88GZHPsHE/b/Z6YyTNV4LJUqRsMA51ozOJPj8X3Dy368bpg8srmduNWzMxdxkXIvuUUyIrWUdIPUNTIzV1x9joykODWZWfJxmhC0hT2UDYOemP+KlDqfn8kxnsozky0xbV0vv3dyklLFWFCdtG5Mlz0CheIm5vRkhu/7Xy9yfDzNk798Hz90a++iAZdpmnz+1fNkihX++/u3sWaJQO5a4nZqPLKlnb/58C289FsP87ZNbfz9C+e49fe/za//635ePjONYZgEPE5+49GNeJwOfuGf3+TlM8pcVKFYDo0m40dH03UT5puB7T0R/J6Lz6AVyjpHRlPcvbZ50ccNzuQ4N5UFYGN7iO3dy89mLDcgWiyQ0w3zskQorkY49NyJSV5sENgWK1I8YSG+cWiUV67BNfzEeHrRAMzrcsyr2ljwsU4HTodgcDbHqYnMogHmlRYLCXqctIQ8Dd8zU6ysiGD3arIcA+VGpAtl+zN7vXnt3AxHRlIATGeLaMtYJA95nXhdDiZSRb59dLzhYsiloAlBd8xvi4I8uKGV4USe4+PppZ97RUagUNyEfOvIOO//qxd4dEs7//TRO2iPLN1kaphwdDRFIreyV+CaAm4+clc/T/zCPfzbx+4iHvTwS59/k/s+/gx/+Z2TzFirPT9932q2d0dI5EpMLKOOW6F4K9Oo38jt1Oq8mpL58nXJTGeKFQams5yaWHo1eSmOjaZJXsI1LlUoU6oYpAsXshmP7xue91pl3aBiTYRThTItl6DiuFQ522Lz7NfPzTA0m7/o97ya3LOumYc3zReZWtsa4h1LiDlMX2K2s5ZDw0n7e6ER7RHvomWBLSEPt61qWtZ7JfNlssUKR0dTMlha5PNypT9J1UWERtv6naPjHBpOXuF3XDkUKzrPn5q6qOtTWTcoVnSOjaXZP5S4eoO7CEYSeU5bWbMHNrQu2sNaDfCzpQrnprJ0RX3s6YstaiS93L1jYqJpgqHZHJNW4JvKV1jfFmJda2jJ56sATaGYg2ma/NUzp/i1f93P//zhXfzS29YtSzHqi3uHyJUq/JfHttLTtLCc8EpjXVuI33znRl78zYf5g+/bxsHhJPf80dP87pcP0hr24Hc7eerwOJ/4zsnrPVSFYkXTaF7T0+Sru368enaGYuXa9qTlShW+c3Qcj9PRsFzsYkkVyrx0ZvqiA01NCGayJQ7MmcjNzFmt9roc+NwOKrrBwaHkRWXxqyNaOkBrUDZnHabVLcFLCgrnDWIBXj07w6mJ+hX0bLHCifE06cLCge9IYv4i2amJNM8cn6jLJM19+8s95qZpcnpy4UzWS6enee3sDGtagpbv33yOjaWWXeIY9bswgcd2dhHxuRqeZ9XFkCtxPtuvaZqULEWSI6Opho/JlW4O8YxGeJwOHtvZtay2jIl0AdM0ef7kFE8dHl+wp+q5E5OMJK79Ykf1rHjx9BSvnWss/jOTLfGVAyOAXLBZ1xYkV9bxuRzL6ldccgzmhXLnqvrkoZEk6UKFciPlmzmoAE2hqCFf0vnF//smX9w7xJc+dhcPbFieLL5umLw+MMtsdmVnzhbDoQnuW9/C3/7YLXzlF++hVDF4259+lz996jjv3t7Bf3tsK7lShf/6lSMUbhKFJ8XNhxDinBDioBBinxDi9Qb3CyHEXwohTgkhDgghdtfc9xEhxEnr5yMX+96N5q8nJzIk8jIAKesGLodYVv/BlcTvdvLYzi7awh6Ojqbq+k7ncmg4yTPHF+/5un99C+1hL5NpuSr8+rmZRbMrVRxC0Bx08+Cc6+rcSXZFN5nNlhhPFynr5kUJNlQn80tN2xeb15+ezDBbEzQOTGcvSoGwNpPa6H1Gk3lOjtdnMs9MSvuBp49NNMxOPnt8knPT80vIAh4nQY/zqmpFCiF4bGfXgkHrRLrAkdEU//DSOV49O9MwoOqI+NjeHV3W+/nccoL8xvlZHt83vGhFykIB2pGRFGeXWXJXKOs8vm+YJ/aPEPa6WN0cpDvWuByzYtxcgj+1lCoGj+8bXlbQ+9LpaUaTBdLFCoZp4rQWoebODUzrda8Vj+8bZmA6Z5+DXpeDvnjjBfNMTSY/4nNR1k1OT2R4/tSUfW27VPIlndlcCZemsbUrYmex717bTCJXavhZnosK0BQKi5lsiQ/97cukChX+7efvXnb/2PMnpyiUdf7HB7bRu8CF4EZjTUuQP/6BHXzxY3exbzDB/R9/lq8fHKVimLSFPXicGrnS8pquFYrrwIOmae40TfOWBve9E1hn/fw08NcAQogm4D8BtwO3Af9JCLF8PXgaTxYjPpdtXC8DFA9HR2X2ZCZbsic0V7LssaIbHBpO2q+dL+l85+g4T+yXq8XeRVQUN3WEuXN1fNHXf/rYBB6Xg6hf2oaEvK5lqQZqQlAxTI6P12cn5m56xTDwuhy0h708sqXNNo+9kiy2v50OUVeutW8wsWBp26mJzLzXWs6hLM1ZQa9NWjQKAt65tZ0HGniIdUR83NrfhENbXNRpaDbH2akMJ5bR+zKXaqZkaHZhafDOiJdbrRLGcgMFvIjPtaiHVe32n53KMp0pMZ2Rk9pG2Yzqpi60yePpwrKyFEDdgkUyV0YIcDtEQyGcyjJ60EzTrBOKuVZcqWvIcuVXat+tqupaW74M0suut0FFUVm3gsEF9qdpmhwcSl70Nm3rihCtEfjY3hWxr79zqS2dncmWSOXLrGsLcu+6Fvxux4Ly/MsZ00krQy6EPH+r2efhRJ6+eGCe2m8jVICmUCBrln/wUy+yrjXIZz9yy4If6LmYpsmX3hji5BXo61iJbGwP8w8/eRt/9P3b+O9fO8JvfekgH7ylByEEP/uPb/DtI8rfSXHD8RjwD6bkZSAqhOgA3gF8yzTNGdM0Z4FvAY9ezAs3+t6O+d22ZLOmCWIBt+2H+L2TkxwekRP/Z09McnDoyvS3vHRmmtOTGYat0qJSxSBTrPCOLe3cuWbx4CtdKC+ZIQ+4nQxMZ3E55FQuU6wsa9JiYjKbKzEwNXeiX//ckNdF2Odk3+Asx8ZSPH+ysadZ4/ewfs8ZztzxLTbP1nWT9BIZs0JZ58xkhsMjyXllb7VvdaV80BK5Mm+cT8yb0B4YSvCV/SMUynpN0CL/KFZ0itaxzJV0Dg4lOToqSw2X48NUxTBlWWvIs/j3omZN7Y+NzS8PfO3czLJLHPvjAUxMHt7YyiOb2xsufCwVoN23roU1LcFlnpcXEJpcaNk/lOS5k5PzHrsc+fWKYfLNQ2MN39swzKtWgXJkNMVXrZK9S8Ht1JZd4gj1gdxC+/kbh0Yb9nNWA5aFAt6SbnBmKjNvIaNKsaI3DILbI966gP75U1O8dnYWsCxParJ5tSW7bqdGb9xPoWyQL+vky/qCpZHLobpd+bLO/sGEfc0fTxVI5ErLEiFRAZriLc+piQw/8Ncv8vCmNj7+A9sXbQ6t5dxUlkLZ4M9+aCc7e6JXd5DXESEED29q46lfvh+XJnj0L55j78Asn/ihnTywoYXBmRzPLlESpVBcQ0zgKSHEXiHETze4vwsYrPl/yLptoduX/8YNJilnp7LkrAlZqWLw+rkZfO4LCohFyyPt7jXNbO5celV1Lm+en51XjnNmMoNhmjisiVbE7+KxnV0UKwavn5tdVGL+uZNTS8rg39rfREfExzlrkq8JGE9dGMPpyQwDVgmPYVzwADJNaA97efvmtrrXmztHk8FPluNjaabSJTZ3huqyHIv1tNgT9zmB0dwJ/WJlXOOp+Ua9c6eso8kCB62skuxCWwABAABJREFUmok0x947MGv/vxge53wFzFqluUYm2weHk2hi/mv3NvnZ2hXBqYl5952eyHLWOkZT6aIdGKxrDRENLF9G3KGJJYVIhhMFXrTGfXYqi2GYdZ+HbV0RHtq4vJYB05QLG6+dm+GpI2MN7Suqx2+h4/jq2RmOjqaWlc2sHWfY62J7d7Rh1geWJxDh1ARbOiMN3/vcdJYXFjBRv1zWtARpDnowrAzsaDLP4MzyA/FqqWc1cLmY7JWxwOdufVtoUc+66nvNtZGolrUWSkbDYObEWKah4NG3jozXZXo7oz529UYB+Or+Eb6y/8IiQfW99w8mCHqcjCULnJ/J8fq5GUoVg/ds71xkixenuut8LgebO8NMWNfo3b0xihWDqYwK0BSKRdk3mOCDf/MSH7mrn99+16aL8iz71HdP841Do1dxdCuLiN/FJz60i//w9g185LOv8tThMZwOjfMzOQ5coZV/heIKcI9pmruRpYw/L4S470q+uBDip4UQrwshXp+crF9hb7QY3Bb2ELUy8i6H4LZVTXbWDC5M+L5zdJyJdIGvHhi5KInnsM9l939UOTuVpVg27El/qlDm8X3DvHxmmkc2t+F3L9wA/74dnbxzW0fD+759ZJxiRefZExM4HYJ+q6Tb53bQGb2gcntoOMk+y5vryGjKvk6ayEzOM8fr99vceWCxYtAa8hDwONFNgxdPT/PUkTFAimm8dm7mokvI5h6adKHM2cnGfSDxoPviXts0SeRK9sSwdmLbaI7rd88P0Jb66rlvfQu7emPzBKuifjermgM4Hdq8YGVzZ5jNHTLoD/tc9sLA+rYgoYsQQajoBl89MMKzJy4sxCVypbpAuS/u521W4B32ufjKgRH2Dszak2ghFs9a1jI4myNX0gl5Xdy/voWu2PxgqbqtC72kbpi0R7zLCqhqHzOWLFy2iqdpygXcRu/dFw9w77r5paqXi2maVHSDdKHMy2dk5mfvwCxvNFjAmUtVNdOhCVpDXqqn2FLxWe05u1Cg3BHx0haer4BdfXzZCiafPDxmL3gAtjDQS2em+O6J+ZlMl7PxB+auNc11vZK9TX57gahiwkxNP2P1/J1IFxlN5tENk80dYXsx4mJ8++ZSsTJ/1XNet7bz+Fia1rBnUWXJKipAU7xlef7kFB/+zCv85js38jP3r1n28wplnUJZ5/e/bxvft+uiFthvCj54aw//+NHb+ZOnTvCJb5/grjVx/r+H1zGdKfIjf/cy2WUagioUVwPTNIet3xPAvyH7yWoZBnpq/u+2blvo9rmv/2nTNG8xTfOWlhY50ap+kTcqZ3M5NDKl+mb0u9Zc8AGrzmteOjPN905M4dS0ugzbUrSFvQS99ZPt21fF8bkd9sq1acpJ8zu2tJPIlxf1chqYzi7Ya9Qe8eIQgs6oj8GZnC0mUq6YCwoB1Pak6IZJviTL7mofX7vfDMNkMl3E5dB44/wsmYJuexoBfPvo4mXV9mstMbncP5hYcAJWKBv4XA7eOD974b3nzAdr/527O5ebd6jNLi4VoA3O5Pjeycl5gelLp6elVUG+fCFosQZwaDjJmSkZILkcmj3mrx0c5fQCwWkjTKAr6qvLfL56dqauBCxXqnDeyta0WD2Dw4m8vRixd2CWZ49PLOk/97UDo6xrDTKbK7GmNYDH6SDfoN+5WkK2UGBwS3+MoMdZd3+qsPi5DxD0OmkLe3EtlvZZgoph4tDEvGC6UNb56oERWwL+SjCVKZLIldg7MMtnnj/H3oFZzlrZ6+q2LiXg8+zxCV47N4PLoXHnmri9UH0xCpl2yaJu1l0/njs5xeBMbp66Z/UwVKyS0Qc2tDbsfW3Uzwiy97IvfqGn8fx0zs4W1ipKvnh6imNjsh8sXSjPW8yqErMWOqYyRQamc3hdjiWVXPcPJha8Vlb72wplnfPTOUYSBbvceDZbbpgVnosK0BRvSb53cpKf+8e9fPwHdvDBW3qWfkINn33hLH/y5HEcmriojNvNxM6eKF/8uTv50hvD/O6XD6EbJjG/m4/eu5qAx8lUpnhdvJ4Ub22EEAEhRKj6N/AIcGjOw54AfsxSc7wDSJqmOQo8CTwihIhZ4iCPWLctm0Zzv4HpnN03VKwYfOvIeMMSvT19Me5YHefRre0NS+AW4jtHx+uEHwzD5PVzM2QKFTuDFvG5uH9dC0OzOY6OphZVVTszmbUn2nNJ5cuYyFVxj1PjlTMzlHWDoNfJ4EzjjEP1EpnMlXnx9BTNIQ8lw+DN87P2YzKFir2wM5UtcmoizdBsjq2dssG/UQn5UpeXuXfPnWx6XA4emFNyJ6wQJluskC3pDM7kFtwXtZf+uUbk9T1oCzOTK/GNQ6Nki5UF+5Kq19HRZIH+eADnnMBhd1+UB9a3SiXHOWWcR0aS9gQ4UyxTqJbTrm1eUKWwERXdxON02KIdtRQrOrphksiVOWZJ0zea2N+1pnnR/qaRRJ6xVIGKYZDIlemK+hicyTOeKjR83wviOvNfyzRNXjo9zbnprH1/oazzzLGJhuJWta8R9DjpafIvy/d0IdxOjXjQPe9z5nZoNAc9Dc+p18/NLKme2ohssUKupDOdLdHf7Kcj4sU1JwhZqA9yOJHn6WNywSNf0u0Sx6q4ysV8g1f34bnpLHsHZm3V0109URya4NycvtPqOVIVxNEEDQ3XFwoSB6azdX2UJV2nohu8eHrK7r0FWc67uy8qH1Mx6vrTaq0avC4HZ6eyTKaLnJ7MkC1W6hbSGhEPuu1qBN1abBmcyTGWLNj7I+Bx0h3z0x724nE56G/2o2komX2FohEvnJriY//4Bn/6wR08unXxuvq5GIbJv793Nb/0tnVXaXQ3Dn3xAF/8ubt443yCX//CfkzgwQ2tmKbJz35uLy9dhHeRQnGFaAOeF0LsB14Fvmaa5jeFED8rhPhZ6zFfB84Ap4C/BT4GYJrmDPDfgNesn/9q3bZsTFMKANT2faxqDhC2Shy9LgcPbWy1+xHgwiRhYDrHmckMj+8brptgLMW2rgjdNSVgJnJS4HVpdoA2mS7ylQMjnJ/Occ/a5kUzdA9ubF1wYjKdLaEbJnsHZgl7XWzuDHNuKsuBoQTr2upLduZOxKsryql8mZPjGW7tv2BafHIizZfeGAJkMJAqlO2JT8UwLso3binxiCq5UsXumaplLFmgOeSxBVCqlghiTgqt9vXnZ2WWN7WNB9y2CMYrZxqfal85MMqh4SS3rWqip8k/LytjmuB1a7I/bU5/XSxQX0rls5T2XJq2YCZhLrph8vLpaZ48PFq3sFA9vgeHkgzN5umM+nhoU5s9plShbGcMQJZEDkxnKVZ0qzds/j6qlvZWJ8n5kk5/c4CuBsFkNdhs9DpffnMYE9jQFrI/Xw6H4M7VcULe+b13tQHMK2emeen09EWpXR4YStT52lV0g6lMsWFWdHdvrGE/3+7eGPdfYumjYZqYptx/Ia8Lj2t5Czwjibyd4RZCZp529kRxagLDNO3+2IWo/UzYgZT169njE7x5fpZ0oYwmxDwlTtN66epn5+ljEwwvUlY69zBHfe66z8KJ8QwvnZnmgfUtdNSUVDYHPUxY/bERn8s2jAaoiqWapiwLd2iCHT1R3rWtA00TlsXDwtnHeMBjb9crZ6b5xqFR3jg/y3MnJu39UaoYmJiMpQoUKzr/65lThL2uZXnlqgBN8ZbixVNT/Ozn9vLxH9zBI0s0Pc/l2eMTfOyf3sDl0Bpe5N+KtIQ8/PNHb+foaJrf+OIBDMNECMHf/8St3LWmmdOTmWX5IykUVwLTNM+YprnD+tlimubvW7d/yjTNT1l/m6Zp/rxpmmtM09xmmubrNc//rGmaa62fv7+UMZyayPBGTXaoVDFsTy3dMMmX9bqMUHXikS/rjKYKbGgP0d6gZ2MhXjg1xbnpCyVTmpBS+bViR16Xxsb2MHetbeb8TM5e2c+X9HmqgPsGExwfuzDZTObKlkKgyarmAC6HxrrWEIWKzsnxNA5N4Hc7F/ycV6WqqxNpwzQRAgo1pXpl3bSDMBM5qSqUdU5OZChVDMYWMD+u5cnDY3W9NguJhFRxahph3/w+rFfOygl61TZgoexD7a1zA7Ta9zo0nGyoaghSICaZL+N1ORYWpTBNBqazfPfEJE8dHptXQv7GwCzfPDTGTLZkj7X69sfHUvaxDHtdmNZ89tkTE5yp8Qir6IbdMzOXimEwlMwR9bvZ0SCTub07SnfMRzJf5qBlTWCYJmcms7b3k2manJzI8Ob5BC5NI1fSG6r3Vc/L3rif3b0xNneGSebK8zzoqgshTk2zs9bfOjJui7RommBVPEAqX7GPhUNoCCHIlSp2v9aFF7zw5+Bsjs0dYVovwqi8Ley1LSdALkZEfK555s3pQoXvnphkOjO/JyyRL9v762JI5avZV5OpTInzM7l5r7+8YhZZktkW9nJ8LMP5mRxPHh7l1bOLr1FVQ6TqZ6/2rc7P5Hj2+CRvnJ9lPFVve2Bn0KwM73u2d3KbZdOwVPXNWLJAslCiLSyPkWGYHB1NMZ4qMJYq1C0OPXt8wg7KkvkysZrjdKEk2KQnJksmT46neeXMNH6XA6/Lwb7BxLzsdkU3mEwXeerImH3OzVq9bTPZEkOJnH1NKOsGqXzFssGQQeJMtrQsjz4VoCneMrx4eoqf+dxePv6D2y86cwZw55o4/+GR9VdhZDc2sYCbf/ro7RwaTvI7Xz6IaZp2APuFvUM8eXjsOo9Qobj2mKbsxRhO5HE7NU5NZBhN5tk/mOSktTo/kSqQsCafG9tD3Laqif54YNm9H9WJ79GRtN2b9OnnzvDSmem6SVrQ46Q75uPYWIrZ3IVepW8dHefYWNoucwI5oaj14do3lLAzJ9UeHiGk6mSbVQbWH/fz+kC9jPpC+Zmw12WvWFe3YSZbuhAQmSa6YZIrVdjSGcbvcbKpI7LkviiUdV48fSEjNk9mf07w4nZqbO688LpT6aIdSGniQu9c9XXmZkNqJ5G1Adr56RyZmiAqV5RBgmGYfOfoeN3zpKDDNLmiTtMcYZLax6X+f/b+O0yy/LzvQz8nn8qxq3P3dPfktDM72IhFBgGSIgBboixSJiVRtkgFy/J1uvYjX0vW8/jxtWzZV3IQJV5SoknRVDDFjEAQgUssdrFhdnKe6Rwrx5PP/eN36nTXzC6CrkksyH7x4JnZnq7qU+ecqn7D9/18LY+B4/PCUimegoHwNmsNXD51fopS2oiLleH1HcuYZMzhJHJ/3+2TZyZYKKfin/H2WnME0HAwdEXm3HSOYkrn5ub+5Gt4Om5stmJ8+TARDhGT44N+VJvNAfOlJI2+Exf6j8fwuHfaFgldQZEl+q73BFGz7/iRLE2m3nNwvIC+47HXEc0Axwu4st6k1tt/D9R6Nv/s1RWurjfpOz6fv7F/LQ7eKookkTFVCqnR6/G4jPVg1Lo2v3Z5I34+Q1Vw/TAmj97f7dB3PHJJjWcXiqy9w6TorZUGrz36zlUnYxmDQlInDOFoJc1kzvy2G8gHb2lJEnLJz9/YptZzSGoKU/lEXAS94+MPPEHP8TBU+Yn33YXZPC8ulZnImfH13e1Y8WRqWKhvNgd89prIFb7ZmmC1a/PaoxpfvbMXg1y+cHObfEJjPGtybb01okB4dqHIU5FBuq7II4CeffIk9F0/No8OQtFA+sTpcRRZeoJS7fqiafLh4xXOzYjPkKFCoDVwGUsbhCFRoW+S0GUyhoqpKZTSBrtti5TxraechwXaYfyxiDdXGvzUL7zJ3/3h83z/2XcmlL1bbDQH/PX/8zKyJHFsPPMHdITf21GMirTXHtb5n37nbvz1//yTJ/jRZ+d4sNcdWfQ/jMP4ox7VrljcPzWZIW2o3NhscXenw0tH9+WDQoIoCpJbW20+f2Ob37m5800XyF9fro8s3J+ZypI1VT53XSQ3HcslbagiaYtSz43mgC/e2sF2Ay7M5jE1hc3mgGeOFFgop+KucscSNLczBwqXDx0fY3EsjSRJ7HVsXl+uc3enw+dvbJM1NXY7NtfWW0/IoZ4oaKI/+47PQjkV/4yO7VHvOXFRE4aRgbcX0LZcXC+Ik+OB439bhEvXD0YmdMPnFX+GBEFI1/L4rSub1Hs2fhDiR4UhQCVrxoncu9XKB788cL3Y2PryWmPE4PZ9C0VOTWZxfOFF5wchV9ebOF6A7QdIkjDGvrrWGinMDyapU/kE33924gkz8CtrTd5YqVPrObh+8MTkIW0oMUFvu23Fcs1ffHWFN5br/PqVTcIw5Ox0jrPTTxbBD/dEU2GnZXFvtxtL6Q7GwPVp9F3GMgYfioy0w1AUg0OJ7fCavr3WpGf7XF5tUO3Y2K7Pne3OgemqeE7HC+LJymQuQSUzOlHeblvoiowsS9zYFN5uj8dk3mRxLE0YigLaD0KmCwl6tk/KUJkrJmPD+IOvaaM54NVHNd5ebcZf69kev/5NiH5tyxs5N7YnfLSGMtlhOJ64Rk/NPHmuP356/N8I696x3Hh6s9O2UGUJXZVp9d14Svhu9/Dj79GkrvDcQgk/EJ8cHctjMvfuu4oHH26oQln0+MT5zk6HVx5UsVw/3q3dbll0bfH+HB7jK/erLNd6+EE40iBab/RHGiBDi4JcQovfoz3bI2koWK7Px06Pj8BDkroa3x+GJo/swh20avjy7V22WxbHxjO8sFTCdgN+/comrz2sx9P9odrA8QM2mgN2OxayxIilxGwhgakpBGGILEt0bQ9FkmgOXAaOz43NFs2++8Q9/U5xWKAdxh/5uL3d5t/7+df5O58586746G8WpZTO95+ZeMeO32HsRylt8PN/8Vl++fU1fuHry8D+nsLl1eYfmPfLYRzGdyvezWT1YFS7DjtRweX6AVutQdzoKaZ1Bo7Pr1/ZIG2o9GyPDxwrM1tM8rX71ZGJlOMF1Lo2jhfEpqdi18fD0JQ4wT42nmFpLDWSMBZTOh88NsZTs3lubrap92xefVjjlftVql073uX4/XtVfv9+dQTg8bu3dri/2x2RKD5zpMhEzuTKWpPxrMFsKRkXUd8Omtpy/VgSmTZUTk1mSB1A/0/nE7T6LtWOTaO/X7wt13oxffBg0nlQphmGIlF9tNdjqzUY2TPrWAJycnmtSctymcgn+L27e2w2B4xnTc5E5/D+bjf+vB8msQeTUdt9XBoqMZE1CcOQT52f4kh5P0H8lbc2eO1hbeR4h3K43bbNWr2PpsicnMw8Robcf8BOe0Cj5/DVO3t0DkznSmmxA/PmSp2O5e1PBKI/b211uL7ZYrnaY7aQiLv8q3Ux5XvpaJnb2x2ubbR4a6XxhNz12kaLX3lrg622xWTO5MREBjm6V4bn5cWlsqDfdWy+dr9KGN13G83BCNxj4Pp0LI+ZQoKlsTRfvrPLa4/q3N5uxyn9MBEfz5kxpKPatd9xelXJmvH52j9q8RVdlSkmdQFrIKTneLy12qA9cOMiebqQYKmSGpl2AswWkxSTOkuV/WvYs7140v1OMZY24r2vt1YbuF7IRNbkt65t4XgBux2bbjQF/cVXV/gXb6w98RzL1R4Pvw26429d3eRXL6/H/z1wfaTIH8/xAtYaAzYaA75ydzdGyr+7Wbo08rcwFM8hJtg+rYHLGytPShzfSYL4YFfAhZ70NIwQ90EYT/V7to+pyfHXAV48Wma6kCAIRfNkGMMi//HPWssLSOoqjhdwe7vDra0OthfwxZs7WK54vOMFfOHmdrxzW+85zJf2pcT7fm/CXuSZI0XeXGnw+Rvb5BIaZ6dzI0XsNyJ/tOHe2c2tNq89rPMbB8zBG32X3bZNEIpp7LBZkUtoSJIwYW9bHtffZWJ9MA4zzsP4Ix2rtT4//rPf4G987Bj/9sWZ7+ixjhfw975wBy8I+RPnv/PC7o9jzBaT/NOfeIb/4fN3+NwBj7gfvjTDX/rgIsvV3sh+zmEcxvdyHDRPfrfY69hxQh6Govs/LIAurza5sdnm8mqTiZzJ8fEMEmJP5sSE6OQOJz5X15v83r09ymljhOS3Vu+z3uhTioq2R1VRxNR6TpyWJTQFy/N5Y7mOrspcXWshScL/x/GD2HDaD0NKKZ1yel/WJElQiWROuYRGPiEMhC/OFjg1maVreRSS2hMJ1LtBNdKmSkJT9idXQYgqy7EcLgz399MWyilMTWFxTCTLR0opTk2K4nYEzX9QbhiGJHWVhK6QNlQWxlL4Qcijao+VWp8whKfn8kzlTMppHUmSsL2A9YYwqAVR0Na6AogiSxJbrcHI5O7nv77M1w6YeQdBSEJTaFsev3F1c6Qw6Vouk7kEfcejNXBjWIAkiUnLbseOi4aDuzMHc2AJCUmCT5yZIJfYl68Npyffd3pCFO3xY8RfjlZSTGRNuraH4wUxFOHSfAFDk8WkZeDi+gF916fed2J52O/c3InNrcfSBhlT5beubT0x3f3c9W2qXRtVkUhoInEdOD4pXaGc0eOjmc4nOD+TY6M5IGWo6KqM7fs8PVeIk/DhdVyt9uOfI0sSj/NMwlDcl8PzpTw2Cmr2HW5stvGCgCCEjKGyUE6xUu8ThmIP9K2VBtWuw+/e2mGl1ovBPpbrc22jFU+lQBSDS2P7sJWv3t2LC7u9js12tF8VIt6PfdeLgRfDQzN1hVxSYyJnst2ynkjQN1sDth47t5brxysC93c7tPoulawxUm7NFJKkdRXXD5gtJpkrCpLj+Zn8N92jC8MwloR6foDjB/Qcjy/d2aFtuWRMlQuzeWbySTqWO2LvEN+b0WtrD1zalpjYVTtWXPh0LJcXFkt85sI0C+VUXMQulFP0ogna8Hvv7nR4sNulY3kj6Prhe+NxnL3rB7z2qMZrj2rifV5OMZkzubvTiSFMmiIM1ofXTvhRHmjmRH8GYRhP8idyJkdKKV59WKNneSwcaLYMIT1hGJJNaHzg2BhPzxVGjqtre8wWE/hBQHvgkozuddcPMFRhoZJPqoeQkMP44x07bYt/92df5c8+O8dPvH/hO358EIZI8G3Trg5DxJmpHD/9Y5f4z/7lVV57jOR4fbP1LZeOD+MwvlciY35rs9+nZnKxNE2VZd43X6QSyc5OTGTibuzV9RZvRnsojb5LKaWTT+jc3elyfbOF7fl4vtjXGu6EhYgdj3La4Kt39xg4PqWUztJYivFoogPwYK/LNx7VKaZ0jlbSqIrYiVMkMfmZj5IFxwvYalkj/j8vHR0joSlIkiC7Pax2I4jJcOfC4+215rcNNmn2HRw/YKGc5jevbrLeGHBvt8tu22a3bdHoO7QGLkldoRbtFw0R/qoixZO3kQnagb/7gdhNKiYF5c31QjYaA66uNzlSSgEhmy2Latfh8moTzw+4sdkiqaux7KiQFFKtB3tdkETBsXLARsDzQ8YPnKO+43HvwJSxNdgv0GaLSSzP5+sPa3h+wEqtT6MvdrYypsal+QJ7bYtbW+0RKdfBAnQsY5BP6jQiKeMwikmDXELj9nabvY5F23Ljc+P6AT3bJ5/QyCY0Huz1MKMEebdj8/Zqky/e3GEql+DkRJaPnKhEQAPxHClDQVUkghAeVnvc3GyjK3KcqA8LjyPlJLYbkE/qnJ/NIUkSfhDStvYBHUOp5OuPGsiyxO3tNm3LRZVl9rr2vqlv9NLu7XXoxK8lfIedKvG7efib+WB9FoYhD6s9NEVippAkDAWARpYkLs0XkCSJ1Vqf6UKCB7tdcgmNOzsd6lEBXu2Kguvauiigvnhzhwd7Xd5caeAHoSiKe2LyOQS4bLct5Oj9AeJ9pKkyP3R+Ck2RmcolIjiKsJMwNYUv3Ngeob2+uFTm/UdH6amtgQD0vLlS58Zmm9vbbVr9UUuGrdaAb0SNheVaL9ohDUc88x4feLl+wNX1Vizd22yJiXPG1Hh6rkDWVFFlictrTS6vNfjS7V2qB5oOj8/PUobKqcksY2mDu7vduHi9u9Plaw+q/PqVTR7sduPPOoHT33+WVx5UubHRIp/U2GwO4oZREIZ0bS+WEQZhyE7bomt5TOZMitFnpKkp6KrMRnPA2elc9D4Xr7vv+PEUXVXkdzUgv7PdoZTWKad15ktJNpoDvnBzJzZar/ccliPSY9/xWW+Ipk3XHp2szhQS9Byf9sDlrbUGOy0LN5pI9h2fy6tNVEUeabS8WxwWaIfxRzJafZc/97Pf4KMnKvxH/wZI/N++toUfhPzHnzgR/1I7jG8/Xjxa5r/9k+f4qV98cwQ//EPnp/jLH1pird5/V7LZYRzG90qIXZkn6Xdd24uT9ft7vbigcvyAVx/W0GQJxwtQZYmxjMGxSpojJeG9lDFVdEXmS7d3+ez1LSZyJrOFJPd3e1zbaOEHIbPFJA/2urh+wEqthyRJ5JM6X7i5TcpQ8YIwIi+K45krpvjkmQkWx9K8sVxn4HpUMgZuZAotSSKx7TsiGRqaCwN87sY293e7UXLqocoyp6ayuEHIjc0203mTZ44U2WwNRnyfntxB2wcoAFxZa7BYTrFQTnFiPM10IcGXbu+yXOsxmUuM7KUNm2TL1R47ETL7/m53P7E/uLsVhDR6Liv1Hmv1AZfXGnRtl4d7PRp9h62WxXZLdPnPTGVRZLFb1xq4zJVEQn8/StyncgkIhaXImals/DO229YIgMLyApbGUmRNjY+crJDU1RgEMzSz/cDRMhlTQ1dlFiNIxmZzwK2tNlc3WkxkzccKjf2/P6r2qPcc7ux06B+Y2mqqeMBqvc8Xb+3E6oQQ4S33qNrj+mYb1wtYKKfiyWRn4JLQVT55ZoKUofCNR3W+cGOb6xvtaNIm7otcQhO7NJLE4liKkxOZJ/zBFstppvImm80BX769SxCGBFEBNST73dxqo8kyhibhBwFnpnKYqkLX8lir95EiKdhexyKMft6wIPita1tsNPvROdmXpEmSFJ8v5YDsMgyF99bSWJpH1R4hwn/w/k6XzeaAWtfm1laL1x7WaA1cJEni3HSOk5HseLaYYq6YjImVQSRRm84nCMOQm1ttbC/g7k6HWs/hfUeKyEgRGXJ4j8uUUjq/eXUTy/V5fbnOw70uri8KV88PKKV1Xr63F5/HK2tNrqw1R87tcEI/vOeDEG5utUaKDMcL4gZQUlfjAvP+bvddJ/x92x8xfJ8rJjk9lcWNdqsWx9LUeg5BGJLSVbqWN+Kt9rjEUZKEVcZ2x+L5hVJcfJyezHJuOsvZqSxpU2U5AgM5XkDuwMR8r2MzX05RShscKSU5NbG/6z8fTa3u73VZrvZYbwyo9Ry6lkc5bTCWMaj1bO5sd0jqKlfWm3GToet4XF5tsFRJE4Yhm80BC2UxTbu63sQ/QC995kgR2wu4stbiS7d3SWgK52aysTwya6pxwZxNaPGk9caB3Xrb83lUFUWyrop9Pk2VuLbeopQWDaMLs3kafWfE5P3d4rBAO4w/cuF4AT/5C29wYiLD3/rUme/YTDoIQr54a2fEq+gwvvP49FOiGPvzP/c6u48ZUL58r8rv3d17l0cexmF8b4QXwSUORhiG3NnuMHAF0KJn7y/aS8CV9Sb/5JVlLq82uLHZ5lG1x72oIJjOJ7iz3eGfvbbCi0tlXlwq81tXN/m1tzc4VklzbjrHRFYg6K9viEStY3nstm1KKZ0Pn6hwc6tNtWvTtkZ3a+7vdvnKnV1mCkkkhFwxraukTZHUBaHYjTo3neNoZT9BmikkSOoKfcdjLGMgS/Dl27uosszFuTwbLUGiTOvqiBTNfRd0e0JXSBkqr0ReU82+g+0FlNNGLA1sWy7ZhMZMPhGb/tqu8MQaAhZcP4jx6wcvwXpzEHs6zRYSfPhEhdX6gISu0By4bDUHXJovsNOxeLDXjXd36j2HVx/WeGu1SSGlc3+3S9tyCQlZrfdjq4RhjMoYPTxfdPv/rzfWGbh+XMhMFxJM5RNcXmvStlwKSS2enNzZ6WC5Amiy1bJiqd/jr6mQ1EnqCs8vljA1mVcjZcJ6fUBrIKZxyQM7fGEoznMla7BYTjFw/ZEk+wPHx8glNJZrPX79yialtI4cIehzCY370cRop22jKTJnp3IoksTba834dQ8lrJ+9vsVWyyKX0DhSSiEhTLVDBNxkGOWMwXwpxZ3tDp4vigpTk/nwiQqyJCYdG80BXiAS6WpX/M4wVJmMIZL5r9wRvzNCxHtpOHAcOW/Agz0hpR+ad+cSGkcraWwvwNQUvCBkr2tzeipLsy/gJUPz6FbfiSZd4t46M53j7k6HclpHVWQWyqm4MHS8gC/f2eXymiiM3WgEqCtKvFuoyBIP9rpsty3aA2HAraoyG02LgePHe1mSxBMed2+tNkYsBsIw5IPHKxw/ACtbKKci6R5UMgYzBSFzvDRfGEH/H4xhYT+M7ZbFw70uthew17Z5e63JWNrg4myBjKnSHOxPbr90eyeG4Azvgb7jI0sSiiTzqNqNGzXNgYMfiF1IOUL4W67PXDGxv0saNW4e7HYjS4oOX7kroCJCXmxhuQFHK2mOlFNcmi8wX0oycH3+9VvrvL0mrvPpySzFlE7O1OLGTtbU+Nip8RiUM1NIxNPHR9UeD6s9rqy36Noev3l1k63mgKWxFE/N5vGCgOsb7VgZ4AUhzy4U0RUZxwswNZlPnZ8amXoOjcjnS+Iecf0AVZbp2i5dyxOyXs+nnDJisuQ3i8MC7TD+SEUYhvwXv3KVMIT/4U+fjxeav924sy0WTf+nf+fCiPb4MP7N4qc+uMhHT1b4iz//+oh/z599bo6f/OASm83BEx43h3EY3yuR1BUMVYlkSA1sz+dhtSfw8LpC1/YYzxo0I8mbIkvM5BPMFhJ0LI/j42mm8wkMVeZKJHFcqfep9xyqHVvIp1pWjBLv2R53djpxsWB7Pk/N5ilndB7sdbEcj6WxFFP5BJWMESf593Y7PNjrcnoqy0TORJFlttsWM8UEmiKT0FSUiDjWd3xyUYd4pdbj+HiGt9eagngXiingmaksISGtgUvgi4I0l9S4t9vF9nz6jnivDxPojcaAQbRzUo2mVQldYbnWZ70hdm++8agWS0YdN8Byffa6gvT3xnKdrbZFEE23giDkzk4nTqoPTtDW632BadcUfvv6FtfWW2y1BvhByLFKGk2VubXVZjxjYrmCFpg2VSZzJscqaSoZg6yp4fqhKDRCUSQMd6LCMKSSMUaSZD8IWYkS8p2OeMwQh19I6jheQNfySGgKK7U+TgSLsV2fi3N5kprCdtsamUAO5V0AuaSGqSlsNAdYzv7EZCyrxwXf415Nluuz27ZJ6gqVjMFux46nl689rLHdsvja/RqKLGSuHz1ZwfECbmy2ubXVZjJnkk2oSMDVjSYPqz1OTma5stYc2SN+camMKkukIvmaJEnMRMbSB49puH+cT+rc3u5Q7zkoksTNzTa1nsPtbWEVoSkyhaRO1tw3d09H98VBCSfsG1s/7q/l+gGX5otCqhuKHanGQOD9UxHuvJIx+FdvrNO1PTKGSjuaDndtj57ts1LrCwPxBzWWxtJcWW/RtlwUSYrP441oOmmoYp9vOEHr2GL36AfPTaIpMpWMQdcWoJLhe1mVJWo9IbPdblmcn8k/QdIcGl4PIwRWar2R35nbkffXWMbg1labru3RHrg8qvae8MyLnzcIRwiTXhDghyFpQ+WlY2VOR59fl1cbbLcsdtp2/DPPTOVIGxobjQGfv7HNbscibag8PV+gkjHYblnxdd9sWvzevT1ee1Tjc9e2SOgKn72+xe/fr8behsNrqaui+C2l9Eg62ufeTkfsbmkyjZ5Ds+9yf7dLo+dQSOrIssRkTlATbc/n/m6XI+VU3BiwPVH0f/baVjRxlagfmHxnTHEvqJLEcrWH5Yr3VlpXY0jK/d0utuvz29e2eOVBLd4drXUdXn1UG5GpGqpC1lS5EpFcb261ebDXjfdcO5YXSyaDMKTxLXzvDgu0w/gjFf/Ll+5zebXJP/rxS/GH6HcSP/3VByOyg8P4/y8kSeJvf/oME9kEf+2X3nqio/7TX33AZ69tvcujD+Mw3tshfum6+0vpskwQhjT7LkEY0QgHLo2eSG4sN+DBXpekrvDx0+MxvKOSNTk7leVoJc3SmPCPevn+Hm3L5em5ArNFsRPxMJq2DSEe93e7XFkTyPbJXIJXHtbpOz4DR0htdjoiCTozleMzF6apZEy+enePuzsdNpsWux2bWlck8X4gzHv3ujYv39tjudbj7bUmv3trh9OTWZ6ey/OVO7s0+w6yJPHWivBHK6Z1Pn5qnPXGgL7jU+04PKqOLvRbno8TvfezCQ1TFV3oo5U0Z6dzLJZTnJjIYOoiJSlnDNYaA2w3QJElTk5mOVJKsVrrY3kBSEQFRpWe7Y0UaBM5k7GMwV7XEeS4nh3Lkxp9B88X+yCNvsN8MYmmSAwcn67tkU9qTOZMNhoDZEni+LjAtE/lE7G5uOuH7HbsEaNZU5M5M5VlcSzNRC7BwPW5si7kqG+vNXn5XpXnFkukDJXxrMnxSoapfAJJknhzpYEXCPT6Vsva371CEDQBbm60afVdkdBJsFQWki1FlnH9cGSCJB4bxtON65tt2pZHJavHjYKkoZJPavhByGqtz1urDb5wc5trGy1W6uJ1DZNcxxfXYLGcopzW+frD0aRUlSVKaYPlWo+vP6zhByH1roOpKSPm5cWUzlwxST6h8uxCkVxCY69r8+U7u+QTGk/N5JjMiQlHQldIRBPBek/YVQxtWn7n5g6brcGIHLRzYFochsKo3Q8Crm+0xLmQBDFzpy2mprbrY3vC7294H56azOD6AVP5BGMZg9likvbA5UG1y4O9LrPFJGoktRsm1sOdsmJKp2f7cUFkqAr3tjv8k689YieaAIGYdg1cHz8IGcsYwnvM8Xgl2tM66OMH4venQPPvv7aNxmCEctixPHRFRlNkpvMJBlFh0ey7I5TCgxEE4YiR/UwhyYnxLJbr8+rDGuMZk1rPIWOKa5XUFbKmxmqtz17HJiQkZSh0LBfPF58bV9aarDb6PLtQIhtN9C7M5rk4m+fERAZdVbh9wA5hWNAPD226IBpVSUPhwlyeUlpnPCesEkDsydW6dmyhsVrvk01oFFM61a7Ng70exZTOmyv7U0fLFSb3Hzg+hh+I5s5cMYXrC1JlIanzb12YZraYFNfbcrmx2eaVB1W2WhaVjEE5YyBJEtWuzZW1BgPXJ2Nq4v7t2CNKq67t8bDaI6EpLJRTfOL0OAvlFAlNZixjkNAUzs/k6Vge1zZaI/ftO8VhgXYYf2TiVy9v8E9fWeaf/IVnnjCZ/Fax2xZdn7/3p5/iE2e+cxPrw3j3UGSJ/+VHL9Lou/y/fu36iH79b33qDD/y7Ny7dvoO4zDeyyEhkqihpEiWBe96ozmgZ4tuqeUGMQXRCwRu+cp6i+sbLbHL1HVYq/dxfUECtNyAvuOT1FXOTOV4a7XB/d0uRytpLs7lyZj7+00gusCNvoMiSzw9m8d2BSRg4PpoEe2xY7l8+fYuv3l1k0vzBY6UUjw9l2c6n2AiZ2J7AUEYkk/qLJRTPL9YQo8SuFOTWZoRntzQFGwvYLXeZ7djcWoyy43NFt94VKOSMXhqJsd0IRHvaw2LmOl8It7l0BQxbbEj24DN5iCWNK7VB7GdQCGpMVNIoCoyvi8olsfGM1yYzSNLErmERgh88dbOCCRkpdYja2pMZAw+fnKcHzg7SdsSSbTtBtF0pSD296LzvtuxcP2QN5YbXFlvkTZVgjCk3hNY/hubbR4OC7Lo8+sgPOruTpcbm21efVjj4V6XhKZgamKyemIigywJPPqbKw2CMOTGVosgEPj3XELD9gLu7HSpdu14x+xg0TlfTqCrEmenc2y3LP7e79xhvTHgUbVH1/aYzJsju9JhCKYuk01onJnKYrkCGDKcUD49V8BQZVRFwvED5opJpvPJkdf15kqDtfqAMISZfAI3EB3/mD4XvfyvPaiy3hgwnU9wYly81rblcaSUHCHVZRMa5bTB1fW22DsDMqbGyYkMXdvj5labva5NEIYsV3ux1182Oubh+eg7YkL0OCV0eEghIdWuTdbUmCslcX0BGTkxnkGVJaZyCaxompExNfqOzzeW69za6rDbtthtW/Rsj72OzcO9niBORgbHpqpwdio3YnZ8bbPNVstCV+V4sighGgPtgcsrD6qRX5bEo6ooIlK6yqNqL/YfFPuiIbOFUbKfF4xKV4Mw5IPHx0gZSrxfVk7rDFwfVZbIJrS4uLw4lyeb0Li11ebuzui+t8So8fZKrc+V9abYt/MD3lipk9RVjo6l+ez1LcJQTAVThsKDvS5rDVEcJXWFRt/B9UURrCsy1zda8QT9/m6Xru2jyRKllM7iWJqu5Ykdvu0OrYEb5wO3ttpc32yzXOvz1kqDvY6N6wWs1fsMHJ9z0zmOjWc4NZllMpegmBI2Cm+tNsglNC7O5VkspzhSSsaT6FxC49J8EQUYOB4nJzI0+w6/enkjlji+9qjG1fUWO20LXZE4PZXlucUS88Ukux3R3NEj+uJ8KUVCE+c+DEM+fmp8RPqc1FVmC0kqWRNVFlN32wuQEHuusiQaDmMZnadm8gJC9E3isEA7jD8S8fZak//qV6/zj3780ogHzbcb/+BL9/gXb6x9x5LIw/j2IqEr/Oyffx9fu1/jf/vy/fjrQ2Ttj/zjVw/x+4fxPRe6KvPqgxrXN4Q80XJ9ZFnQ4mRJQlNFV3uYdCsRFORsBKeoZISsbkiSu7bREtAOhPfSvZ0uSKKgafYd1hsDLFeY4A5jcSxNJWOy3ugzcP24U0sImaiTvdEc4PgBHzs5jqHKdB2Pq9HuxcDxefneHlfXW9S6Ns2+S7PvoMoStiuokJtN4a3k+iKxHUIAqh2bpK7SjJDkV9ZbbDYHcRd7CAK6sdlmNwId7LRtGlF3fmje3LE8vv6gJmh3ioQiCyLeRlM0zm5td8iaGh3L5c2VBlfWmxiajB+EnJrMjjR9OpbPcrWP7Qf8yzfX+Oz1LWRJJMFTeSGHenOlMWIlcHoyy2TO5OJcgePj6TgBr3btKHFO4A4x45LEeNZgMm9GXnP7UkRJEgVzSMjx8TQpQ8VQZRw/oBVNxtYbAzRF5u5ul0rG4GglTUoXxdzZqSxjGYPrG60RuaPjhXz+xjYP9rqMRY9x/YDZQoKsqcaF2jDCkHiSIvDriQjzLV7Xy/f22OvY9ByPM1NZLs4VODeT42glHf/co5U0siTu8bXGgHrPYeCKhPngxO6Dx8fImEIKqasysiSRT2qossRbq424+Li11ebNlQYTOZPXHtWo9x0GjsfNzTYD18f1QwaOTxCKXaEhIl6RJZ6ayXH6AKRleK7j13sQnR5JGjVFJmtqNPo21Y7Nw2qPQkrH0AScRZLE9TVUsTekqzKFlI7lCbmfF4QUUjo70X7dne0Oe12bTtSoGMaHjpUppfTY1wugZXm4QchcMYkkiffoUFG4Wu9jeb6QPkfJfYggur4Tev3g8wZhyBvLdR7s9eLk/reubvH2WhMJicvRztp2yxLvuY49ApUZxm9e24ptOUBItcfSBkld5YPHxzg3nSOhybyx0hD3UnR9HlV7nJwQ0+zlyM6jlNJJ6ArnpnNM5U2Q9mmcYqLU5fpmm63WIKad1roOPUdIEodXbjxrcm46RzllsNWyGLg+y7U+fhiSMlTW6n02mwPeWhXFW0pXyCU0qh0bSZLYblnc2emQNtT4tfVsAcr5uVeW+cLNHaxocjqeFRYb5bSg2mYTogjOmjpuBH4a+g0OAT33drpCXh2K6zBwA/63L9+P8f+OF2B7Pnokod5sDlhrDHgYvWdBfD4OvSxX633uHQCovVN8a0bwYRzGezxqXZu/8otv8jf/xCmeOVL8jh4rqGUS//UPnTnE6f8BRzlt8E9/4hl++Ke/zlQ+wZ98WvjSSZLEz/2FZ0bQ3odxGN8LYbvCO6iQ1MknBaEvCELu7XZZLKcwIvTzfDFJ2lCxXJ97u12OjqU5NZmNpIYDNEXi4lwePxDEuNbAJSDECwKePVJkuz2gZXlxYlJMGTHJ7c2VBicnMkzmEvza25sUUqKzLUsSG40+S2NpTk5kOV7JMHB9vnqnyu2tNl4gkP27HQGC2GyIHaq25fLzryxzZjrHre0OiixxaV4YU/cdn3JajRPLgeuTS6i8f6nM//HqMiAS56wpCpNhjGcN1ChDrWSM2HNIeBeJ7ykkNTYaFg+rPZbG0mxvdzA1GV2ROVJKktAVdtoWmiLh+kKaV0jqVDLGyATtaEVImDabA2xPSNbySZ2dtk2z75A2VbKmyuDAdKvWc6j3nDixG8qWLszmCQFDk+OktO/47LRtOpaPIsPSWDqCMyRYHEvz8r29+NwWkjrXNlpkTZXFsTSzhSQnJjL0bQ9Flri51WazaXFiIsOl+QI3N9tUssJ82j1QoF3baHFqIhP/jkrpCkEocP+2FzCRM0d2ikLCuNl4d6fLTCGBoSlsNS2ShsJCKSVQ4c0Bt7dFkhhEXnGTEdwkoSmisJAletHxDo2sZWl/ftXqu2RNNQKpuLxvvsBO28ILQlRZEnLY1SZZU4ActlsD5oop3lypI0uSgJlkTMYzJnd3uzzYFbuSw+ev95wYu35pftRzCsSe1uMSvsWxNDsdi+WasAcwNYWeI8zRV6LnypgqxZSOFwi5XjGps1bvkzJUsqbGdstivpjE1GTWGn1mi0kyhnidvYTKZE5IIbuWhxRNRobTrowhvP4urzU5OZGhY7nxxCulK/Rs8b4ZFrqKJPHGcoPVWn9EwaNHWPih3FSSJBRZ7LQNp/JBuP/+OjOVY+D6BGFIUldI6grnZ0ahP+L6ERuxw76NQ8/2+OqdPSbzJq2Bx4tHS1zfaFF2xE5gz/H47PUtPn5ynErWpJASBY3jCaBGSDiyu39pvkBSV2kPHHY6Niu1PovlFOM5k7ShkE/q8XkpJMUksNq1WRpLYbkBhZSYLnu+2EkVVhhCGrpc6wt4kbsvLb0wW+DGZovWwOXSfAE/3kcsiCZTc8ALSyUqGSOe0BaSGtWuABetN0XRVErr1HsOU3mTdDRBPTaeZqtp8XZ0TQtJIXFMGaJY34vk4gldYSqf4Eg5xfuPlpkvJtlsDhjLGBRTOmencjT7Dprqfct89bBAO4zv6fCDkP/wly/zgWNlfuSZ2e/48f/wKw+QgP/4Eyf+7z+4w3giFsfS/Myfu8Rf+LnXGc+aMQFpLGNQ69r8tV96i5/5c+97B9+bwziM916oisRHT1b40u3dePIQIjrHjb7DZlOAJcpR80FXRbFxe7vN648EiS+hK6w3BhiqgqHKDFxB9JuVEzzY69IaeDT7Dt9/ZgJDlal1bRoHFt1ni0nqPScywRVgEEWWKGf0WEK127b4+sMahqrwyTPj9Bxh/hqGIboqESJolNmEJnZDcnBjo8VkzqQxcHm410WRpdjHyNQEVGG2mOTuTpeN5oDZQoL5YhJZlmhqwij41GSGe7tdikmdK2tNsgkNPwxjElqta1OLCpmsqbLbsejbPtsti7G0TiGlIyH8oG5utQmCkLNTOSRJfM32Ar56d4+XDpDUbm2Jwi6MEtdPPzXFz7z8kErGwImS+WPjGRo9h1pXFGV9RyS11zdbWG7AeNagPfCwPR9Flni414uhIUEYcmIiQ0pX6dgCxtAaiD3EjaYAKuQSGo4k5JRPzeTYbovEDsR06M5Oh9liMp7eeH7AmysNTE0RAAlFivejFFni/EwOCSEVvb7Z5sp6i7PTwvTZ9gIKkefbMMIQ0roa78bd3BSY+7VGnxMTGZbKae7uCoKmocqEoZCoKZLEemOAKkss1/qkDZXFsRRjGYPttsWNTXFPHMjtWan1uL3d4fRUlgWIpZY5U8PxAnbaVmQ4LoiGd3a6rDUGNPoui2Np0obKdkuALpK6kIauNwYxZCWf1CE6lsfD8wOubbTi5p7jC4uA9UafZ48UhSn7RpO0Kl7Ho2qPs9NZrm+0afRcHD+gmNS5tSWgJUfH0tT7TuS9JcV7TgAJTUhCT09m2YvkgUdKKf7FG2visZV9I2svFNdtrpgkqSs82HOYKSR5FAGEerbHcq3PdFR46arM3Y0W86WkKHgTKpIksRkVicMCNAjFZPbttSapqBgspjTu7nTxfPF+zppqPOEOQrFvuVzt7dsGBCFaVPilIorr3Z0OjhfQtz0I4fp6m5liglJKEGOrXYfttsXJiQz1nsPXHlSFyTtiip5NaIylDep9W2Dtx9JkExpvrjRi78GUrnCknOI3r27StlzqPYcg3CdXXl1vYmqiUH6w10NXhLnzUC57LILyBIFoPpiawp2ouTBfSlJM6WIHz93338uaGllT47eubiFJYiq83bRp9FwB1vECXD/k3m6HctpgImuiqzIvLpWjfcUepyYzGJpCyxI7qoWUgP74QcjFuXx8zacLCY6UkrG3XNd22W1bvPKwxpFSkmrHZjqfYKtlMZkzOTmZ4V+9sf7EPX0wDgu0w/iejr/3hTs0+y4/++ef+Y5w+p4vZAx/7SNHn+i+HcYfbFyaL/I//Onz/NV/9hb//Kee5+SEkK4UUzp/5cNH3/EX8WEcxnsxFFniS7d3eXNFyHMXyqlo76FAPqFTSuukDZWVWo/xrIBXBEHI+Zl8jMEfSxtYrvAfAkgbKilDTHh6to8ZLZzXew7XNloUktrIZ13OVFFTOnsdO959ggjNHr2XfvXtDU5P5XhxsUR7ICZxq/U+c8UkK7U+thsgyzIr1T6GJmNoMvOlFBvNAfmESADv73Vx/ICB67PTHiBJEjtti8lcgo7losgiuR9Oj4YyQV2R2e3YnJvJ0eyLxMzzQ8ppHU2R4+O9stZiLGtwpJyiZ3vUeg7Vbjc2jZ0rJnnfkSI/8/JDACayJgPX5/SkmHzUew4dy2MsLRI8xw/Yadv8+pXNeFJT0HTaAyGTXBpLoSoShqYwV0xS7doxBnynbTFXSrLVtFiqpFkcS8U7TxJiuqTIxAXeEEogS8JTqj1wmcyZqIpMO8LgL5RFgbAdESZX632mcmZcRKd0cZ232hb5hIahKdzf7cb3UFJX+NyNbe5udzg5kcH1hR/evd0Od3c6TOUTcWK+UuthewGWG7DbsZgpJMTELfKuE3JFMbkY/psiSyyUUxEdc8BTMzk2mlbktSeIhqossdYYcKSUjO/BfFJnrpSkZ4uifwhCaQ/Etc6Y4r+vb7YIQ2Hcvt4cUE4b8US5kjGQgHxS7AxtNgexTUEYCr+6x/1Ih15pU/kEXjTZu7XZ5sxUFgnRdPjdWzuosky1a0e7P0ZMGJwtJni416PvikaDE0FDJEns4aV0IVVtD1zGsyY7bRtZclEVmWbfoZgSRfGJ8Qwr9d6IAqdv+ViR3DgIRSFnRYn7jc025bTObCERfwa0By75aCLzlbu7PHOkKGAlaQM3CAgRU90bm+34+O/udLg4V6DWG4JfFG5td5gvJoVPmO1RSunU+w4XZ/cnj3tdm6vrLVHg7HQ4WkkzkTMJI0LrR05WWG/22WpatC0xFZwvJjEib8Zj42kyhsq93S6WEzBXSsSfUXe2O8iSFE/LAQaux05b7HKtN/rYXkAqFJO/gzLeY5UMuaTGZN5ElUWDYq9rk4k+D+9sd9BVmXrPYTqfIG2qjGcNUrpKvSfsTKodh7Qp/PUqWZNGz2av6/Bgr8N0PkF7IHZRZwqJ2ND7mSNF6hFIKKkr7HbsGKKkSBJrkUXH0NPP1IRsHUmoF7KmyrHxDOuNPl3LZ2FMFNmtPY9jlQxL5RRGRCJdbwiMf9/xuLvdjc3R3y0OM6HD+J6Nz9/Y5pe+scpv/Acvfcdm0j/z8iPqPZu/+SdO/wEd3WF8s/j+s5NsNi1+4p+8zq/81ReZzAmi2YeOj3F3p8OtrTafuTD93T7MwziMbxrDZGlpLEXG1Fip9QjDkOVan77jk9JVTFWg1c2oEHh5s818MSm6/jZcjiYrQ/lW3/EEpU2S0FXhQbUawSy8KKkYdvVBUPqOlFJM5kx2O1b8WbjRtJAkidlCkvGsSbVjx7Szes9BVSRcX6D7dVXGcjx2OxZTeWESndRE4lPvOby4VBKSuIhu2LE9sqaGpsjIEnzkRIVvLNcxNQVJEgXMRlMAP8YyBq2By1bTIqErjGdNPD/g6kaLi7P5+LUcnxA4/zvbHU5MZAjDMMZgX5zLR8m86HQrssCLT+ZM3l5rCt+xrDD5niumUGSZ65vC/HksbcRmy3sdQfJTZYmdts1kzmSvY6HIUrwj53gB1a5DtevE18T2Ao6OZdjtiKX/G5ttMXlCFGTHKmJv7fRULp5G1HoOqSiRHcsYmJrMuekcZ6dzdC2PlKHy5kqD5Uj2tVRJc3VdTKh6jk+j61KJPO8eVXucmsySS2jIkR3C/V1hWu0FIQul5Ai4ot5zYojDZtPi2Hia8ZQgLYIo3gtAs++yXOtHO3wSd3Y6sWyvOXCZyBoYmoIqiymbpshst20sN8DxRXI53HsaykKn8gmWaz2S0QTP8cSUq5gSAJq+4zGRNbm30yWXUCmn9VgiLEtS7B1oR+TDdmS4XUzpjGcNDFWJpy6uH7DbEcXX4liK4+MZCkmd6UKCes9lpd6nY3mcncrS6Lu0B24Me2n0XcYi+4FGz0VVJNqWR1JXUGWJrdaAi3P5uBAtpjQe7AlC33CvS5YkGn0xyW0N3JhMeHdXkFrvbHc4MZ4RfonRYtZMIcFux8YLwnhKmDZVeo7HcrXHUiWNH4QEQSgma5sdzk2Lvap8RA40I8ktiAbIdF5AMy7M5unZYkc0n9RIG2pMKBze20M64ZCwKUmQ0lX8QBjVf+n2LvmkgKeEwXAab7DaEATHjeaAhbIw8/YjQ3NDVXiw2+PGZntkqnRpvkDW1JgpiPvj6w9qnJnKUk7rrDcG8fR0ImdiajKNnkshqTNbTNKxPGYKgoJruz7JyD9x2KDaaVnIssTDao9y2oh2/VJsNgf0XT/6jJNJGSpnp0VzqG25othXlViC27HcaG9SZ7tt0eg5PNjrEoQhs8UEGVNDlkRDaCuyPFEVmbQh00np8TXXFBnHd9lu2cyXkpyfEQTKIBTFtK4q/KUPLLIRFb+mJiZ13ywOC7TD+J6Mh3td/rN/eYW//6MX33Gx9t0iCMTy70+8/0j8C+AwvjvxF19aYKM54Cf+yev8y7/8QixrdLwg7lYdxmG8l0NIBif47Wtb9BwPVRFABUUWieZWyxIGq6WkoMGpMmenslxZbxEipsZHSkmWa33u73bRFGHmakfeSgCvLzfo2C4fOV7h4lyB7ZYVFxPDyd16o08xpY9IgyezBnPFBF3bY7dtsdYYUErrfODYGLsdYZKrKRIL5TQrtX4sySqldW5stuk7PifGM/SjKUdCU9AjPP4wsSymdLZaFr97e5eMqUYTgzDe81lrDAgiSaPl+fhhGE8fzk/nyCU0vhLtvCiyhKnKTORMql2bpKZQSouJ49AbTpNl5ktJwjCknBaFxEqrT0pX4o74a8s1KhmxO9KxPbZaA1ZqfQopHT0qqpbG0rGRrOUGJHXx2oYF6ETOxPMFtbCQ0tlt23h+SDGlY6gyF2fzaKpM3/Godu14H7DWc2hH07R8UkeWRJK6Wu8LHzlgKpdgpd4nn9AYzxoUkjquH3B1vUXGFImyqSmsN/sYqszRSjqGsOQTelQ0Qyml07E8Urro/B+UOF6YFdCPviMmObe2OvE1E3t/Jr9/XyDdSymdm1ttzs/kyZpq/Nm7Eu34DKV7TmTBoCnSCExLVcT5mimIJltCU8mZGhlTFBU3N9ssjaXoWEKqu9uxkSVBj8wndXTHY7M5oNZzqGQM/ABub3coRvuAQwN3SRKI+fGcSdbUBDo/OtZz0zkcP+BRtcezi0Xu7XR4YanE8fEMD/a6+GHIUzN5Vus9Ls0XxLTD9pmOJtNDouGl+QK3ttrkkxrnZ3Lc2GyTTWjMFZM0Imx9IaXTtcV1lyTYagkvz6Wx/d2rviMIkTMFIWPNJfSYpJgxVabzCa6st+IdtCEiv2sLWa0sS3hByMO9LrORsfxao89YxmC6IArgECHlNDWFR9UeliugMIWkKBrCyO7Dcn3WGwKwMZ41eVTtYqgyXhAKrztT4/ZWm57jMxft3C3X+hwpJUlHnyebzQGqIhD4QGTxINGxxKQ7n9TIRvezkDUmKaXF3ydzJq4vaJSltM7l1WY8TR5+noxnDa6st8RnnyuuoypLtAcuhiZjFhLx/dV3PJK62HG9sdlGQhS9UnRuh42JK+stEppCxtT4vbu7GKrCdD7B/b0uqiyzF/kxypJEJpJ5npjIUEzpXJoroMgSV9dbnJ7MEkoCtCRFgCDLEcbv0/lEPDkdyxhR80jC84UiojVwBd1Slah3bXY7At4yV0wyV0ryv/zuvW/6++WwQDuM77noOx5/5Rff4i++tMBHTlS+o8f+01eWWa33+dufPvMdT90O4//++Js/eIq/9ktv8Vd+8S1+7i88IxLYqMu8WutTzugjmOHDOIz3UkiSmOS/vdZEV2RShvATOzudpdV3mcqb+IHwzZpShJGt5Ym9pLSpYkU+X8N9i9ZAyKKG9DjLE1O4o2Npdjo2V9ebjGcN9joWb640ODOVZadt0eiJ7rCmSPH7RZYlwpAYwb9QTvHS0TKbzQHrjT47bdHpbfQdMWGSJRoRRMMLQi5O5+jaHp4fCDsBREFjavvFQLMvTHeNiDQnPKaEDLKQ1KhkTFbqYpq4NJbmd27uCFmjqpDMqCR1lZliklOTGb7xqEEppVHQBeJ+q2VR3e6wVEnFkslK1mS51osmAQNUWZjbir0tmd3OgNOTWa5ttOJdkO22haJIZE0VVZGZzJnc2enwA2cn2O3YTETeW5bnc7QiQC3LtR5T+URcoB0pJTFUBT8MCUIiM27hxaQpEscqaXbaVoxQ32gOKEb7czttC9v1OTmRYb0xoNYTxWdr4DKRNWkeQI0Py56UIfDla/UB+YROrWtTShs8jMh952dyqIocywDv7YiCppQWk5GtVpVqV0i1WgOXc9O52JvsUbUHoSjUql2HiZzJo2qP8zN5xnMmbUv8jAuzebbbwnR7p23F8Iydth1PJAHmiyk2WwOxR6kpFFN6bHOzVhdFnu2JSVe163BuOku165A2VLqWx3p0rgauT8pQOT6eZqXWi20Z/CAkoSvRpFeJDawlSTQISikx+ciaGoPInLuY0nn57h7tqIDd6zg0+w0qGYNqxyZjakzmEmy1REF+pCSKo5VaD02R0WQZWZaYinzFgLhhUu85MVI+bag8t1DkQbSjOQw3opMqskQpleL4eJqX7wt/1UfVHhdnC8wWEtR6jvAQWxcgmbbliQlR9LoXx9ICRY+Y1g2LfBBSyXbk7SfuGZWt5gAJuLe7j28vJDXySR3HE/5rPdvD8gLORTuM640+R8opgjDk3k6Xz1yYxvZ8Huz2aPRF4VpK6UiSxP3dLifGM6RNVWD5g5Bj42mSmsJYxqA9cEkb+4CghKbEBEYJaEROFZPRPTeeNcmaYt/uqZkc+aRGKa2TS2iC/onYI0toCm+tNgUUxPHjwmgodby1JSbaYp9VY6Np8fRcnr/zmzf59FNTdCwPNSn+fWksTT6hoasSM2GC7zs1zj95ZZmpfAJVktloiZ3Kh3s90oZKz/bYaA5iGa1oaqVQAwHvEXueOVZqook0BA/ttGz6jocEmKpCOSPATkcraeo9hytrzdin7t3iELN/GN9TEYYh/+WvXGMqb/IffvTYd/Q4zw/40Wfn+GsfOfoHeISH8Z2ELEv8z3/mAgPX5//5f12NKWEA//3nb/Pyveo3efRhHMZ3NyzXjyEO52Zy2F5AxlS5vtHGDYRZ8DCpsFyf6UKC9XqfnY6NKg2LGrEvdWoyG1PPwlB06idzCU5PCQNZU5XJJbSoKBFTDdH9dyimdSayZoy3BkEVe1jt0bd9SmmDpK7wxVu71LoiocuaqpjeRJ5Qb68140V8P9ojW6712WpZLI2lKaR0ZEnCcv0Y6Z4xBbkyHyXNY2mDQfQ6G32RPFYyBqWUzoO9Lk/P5XluocjxCfFzTE2hkjGYyiV4bqHAeMaMpwFJXWEyb2KoCpfmC/Qdn83WAEUSsBLXD8klNRo9Bz8I8YOQqXwCQ1U4P53n6Fial46WmSkkmSsk46nmSq1POa1juYGQfXZstlsWzb7LSq3HaiSLe7TXY7aYjKc+5bQoOmzP51G1z52dDnOlJE/PFdBVsbN3ab5IQlfIRMCTel9cn4wpEs5yWufsdI6UoXJqMsvDao/tlkXXFgVc2/Lww5Ba1+HqeotcUouNzwHcIOT8TE6Yc0fXqO948fUBWK72cCNpacZQcbwgNkQ2NSH5emahQMoQEsSDSeJaVHAmdYW1Rj9KZGVmIwpp2lR55khxZG/77k6HWleco+H08NZWG9v1KaZ0sUMY7a1dnBO7l4WUxkZT2DaMpXWSusJ8KUnKUNhqWYxnDXbalrACiPwEWwOXQkrDiwzPJSRUWeLebpftloUXBDw1m+dIOUUpLYAwex07lsLKkpAwbrUs7u8KZDqIyeBKrU/X9pAQ05REDOAQcsnhvTqdT3ByIsPTc4W4wTsVgR8O4uyTuhrvIlquoGVORcX0sYqQ7240B6QMUZx84FiZYkrsGk4XEsiSxGZrgOcLyEoYChjQxdl8bKo9W0hybaNNztSYLYq9p5OTWXIJnePj4nuEL1hKNAsO7gwWk4SI++f4eIZnF4oMHPFZ9vpynTvbHQLCmPSoqzKaIlHJGtyJyLNnJrOcnc5zb6fLre0Od7Y73NwSxMyhDcHx8TSTOZOz0zlOTGaRJSneJ3xhscSHjpdF8RNNsreaNlvNAfmkmIKdmsggSYIWuzSWYmkszenJLIWkmGI2+w53tjtMZE3ySZ2TExmeXSihyPDWajO+HkcrgkYqQVzgt6Lp4pVocp3QFGp9G9cPhV2KJKA85YzBU7N5Ls0XmCkk0FVByE2bCvPFJDORd10hqVFIanQtMeF76Vg5Xt2odhxcP+D5xRKqLCFJEu2Bx8nJUeuIx+OwQDuM76n4+VeWeWu1wf/8Zy58R55l/+c31vhvfuMmCV05xLm/x8LUhEfara02/9UBI+t/8CMX+eSZiW/ZZTqMw/huhakJiaPl+ux2bDKmSsfySBsqmiLH/mPHKmlKEWXs2HhG+BRtCcnThdk8iixxZa3JlbUmA0dMZ8IwpGO53Nhsx0n+0UoaLwjYaApZ31ZLUCL3oj0c44Bn0kwhydFKmr7jsVLrc2OzzY3NFudmcswUkjH2uef4ZBMaE1mTjcZgZFJwZkoUjW4gsPVDmVwy+nNovPp6JLV0/QBZgt22zVTeJJfU2GkL8uFkzuSt1SavL9dp9kQi3+w7vLnS4PJak+VqnwDhBzUEiaR1DT8QJtUAhIJ6aWoyT83kUGWJ5sCl1hPdasv1ub7ZYrcr9myubrSwXJ9rGy0afTcqSgTe+/nFEilDFdJKTUxDhp81pyezHK2k2WoN2GoJM/Ebm2J6IQzEszw9l+fibJ5HVXFub20LuVXX9ujZYscsbYjvHXo6Ldf6LFd77LQtbkdAh3PTOYopndvbHSGXCoWsb7aQoDNwmS+J/TQARSa2RvDDMNpVEud92Nx6ajbPi0fLnJzIRNCNAvd3utGkKMXxSjpuAlhuEEu0bM9nsZzG9QX5r9Z1uLfbxYukiJO5hEDp9xzmDqwVDOE3l+YLHK2kMVRRbGnR/s/9vR6LYymWa0Jm1xq4LFeFBHYoO91uWdza6rDTtvGDgAd7PVRZZqs1IJvQOFZJU4ymyr2oEBI+ZqLZ8L75Aoaq8OZynUd7Xa5vtEjqKrbnk9CEPcOZqRxZU+XcTI5z08JQfTKXIKUrhIDlBpyazDAe7TKCkBDf2xGFXNfy4t2wN1caXNtosd7o4/jCWP6gIsdyfXbbFrNFIW32IlsIU1NigIauyqzV+9zd6VBKGWRMkeAPi83rGy3WIsS+BNzZ7tAcuKR0hUfVPntdi+cWCgRhKMycI7hNIiJhaorMw2qP1Uafa+stPD+IvcjalouhKjw9l2e13uflu1WWa33KaUNI+FyfvKnFhep6Y8Bbq01aAxddkclENhXDie58KclE1mSumOTaRovbW23ubHe4st7ixmabR9UeKV3ID29sttlqWiDB1+7V4ubD3Z0OCV1GVWUmsiauH3JlvYUX3eN7HZu1Rp+VWo+MqTJTSIjPLlOlmNaFZYIfkjYUymkDQ5U5VkmzNJZmtS4gN4WUzrX1JjcjSeeDvR61ro2uyFzbaJFPiIZCiCjqmgOHMBR7dlfWmux1bLRI2rnRsDA0OfZNSxkqU/lEPNV+9WGN5WoPWRIAl1bf5eamOC8JTUaS9iXq7xaH2qHD+J6JN5br/I9fuMsv/+TzAr37bUQY/RL7zIUpPnxi7A/4CA/j3zTySZ1f+Pee40f+8df5O795k//6h07HHe8/+b+/wq/+B++PO1+HcRjvlfCDkN++tsXdnS65hJBYyZIgxO20bRbKqdhfaiqfwPEDmn2Hpw8s0iuyxGI5RWvgUu06yLIo/LYi0l3KUJBliSvrDapdh/GsQc/26Tk+l+YLrNX7VLtCduZ4+11vzw9oD9wIya0wOZ1DV2Vubra4t9OhbXnkkzobTbEzt9exySd17AjzXsmawujYC8gmBHBgt2OP+JsNXFFMZqOEVmDo4fREht22hYwU76oMCYOSJGiCsiwKEUOVWSyl+NKdXbwgjFH4XhDyqNplYSyFpsiU0qKr3rJcbFcYvaYNlaOVNEG0t3Vzq82zC0WurjVj24Ku7TGeNWO4wFjGiCcohiZHO3i9+HeK5QoD3ePjGWRJYmlMGDaP50xqXQfL9XE8YWTbd3xalhsX2ZIkPLDWvIC0oVLtOux1bCzXj0mRQRiKYjAMCRBStSAMmciZJDRhWK2rMs2BS8/xWa71YpDCbltAGoY/b9hsXK72GMsYaKrCZrPPemPAG8t1Gn2HvuPz0tGykHpGnmbXNlqAkFIO+1+fu749Yvh8bjpHe+AiSRJhJIEdz5g4XhAbTgNUsib3djo82OuKXSRTpT3wSObEPXGklCQIQ/JJja4tpn0dyyXvacIyou9SSArgjNjJTMf2AhJStCfo07E8JnNC0tbsC5BDyhAT2NdXGiyUhR3Aa4/qsRfXVC7BRnNA1/Z4+d4eS2Mptlpit6+SNWPD5GPjaQaOz52dLhNZIzbBPjOVjf3oUoYoepDEvpESebydnMhwbDw9ov4AYbdR7dici3Yt80md2aKYqCBJwhohuh/fWGlQ69oxWXMj2mkcNgnShvD/elTrxdPLR9U+G41BDB+Zyguqaa1nc3OzHUtQDVWmUknFEkzHC3D8kKwJHctjt2PzqfNTqIrEo2qPExMZKhmTW9ttal2bQjRx+9XLGzT7bgxEejuS6J2cyMR7XIYqc34mx3bLwvECAemJfA8dTxBFAQopDV1VSOgKJyYyqIrM0/MFlsbS7HVt0tFkPiOJPcbhZ9qwmFut97C9kCOlJKamcHm1SSKaxh+tiJ3ajKlxb7fLV+7uokjCw2+3bVPJGiiRmfqRUpJPPzXNT3/1ARlDRVUkbm526Npih3BoJ7Fa7yNJEPjgBZ54rwYhd6PiPWNm2WhG1hHlFIWU8I0b2mbIspiA+mEo1jfqPbZaA+ZK35yfcFigHcb3ROx2LP7aL73F3/rUac5O577tx/3SN1a5u93hv/nM2Zi2cxjvzRjLGPyzf/95/p1/9HUSmsJ/9skT5JM6P/3jlw6Ls8N4T4bjBbGMq5DUebjXRTVUbm11KKd1mn3hfxSEAt3t+SEdy2Ov67BYTqGrImnKJsSS/RB4JLy4THIJLV7azyW0CO8ucbSSpm0Jf7JG30WNSGuN3j62ued4kVGzST3CbvfaHgPHJ5fUmS+lyJgqaoTHlyTRCR+ir9sDlyAU+3OX5guosvj5jh/g+GLnK6mrYlIWFV/ltMCKv/9omX/01QdYrk8hKcAa2y2bp2ZypHSVTEKj2rVRZIlTk1mKaZ1nF4piN2O9ieeHzJeSVDIGmiJzciKD7QVcXm1yfCKNYarx9Gu9MWA8a8TI6lrP4X0LBXbbDllTJZ/UsVyfIATL8VirCwBCrWfT6DlsNauEhJRSBuuNfrxroqsy41lBiQxDWCinqeFge2K/aLtl8eJiibGMw3KtRyLyXvMjgMlmcxDjxQWcoYciix3BpK5SyRoxkELAEXweVnuxoXmj77JQTiGGauKYxrNiwrHbsSmlhPl2IaVxpJziB89N8tnr2wIcYgjoyUI5xUqtTyIyLQbhAffMkSK/9vYGKV2NixEQ0JvZYhJNFvtGUxG8JQyHJslC5jaW2TdKf325hiaLHUo/CGND4FJko6ArAubww5dmYnlcIfK6WhpLMZ41cLyAUjRNe7DXFYS9aCDVd3zWGgMuzRfoWG58Lc2oAH+wJxabVFliPGcyk0/Ex9aLKJenJjM82O3Rc/wIpy/O59DSZTglG8+aBCFxcSNJUMqI43M8MSmbK6bw/DACpshc32hxb6fLXDFJOW1Q7dqYkd3FZnPA/d0uGVPjo6cqXF5pkkkMp1IC+tHoO3zkRIW3IhrmZC4RF1PtgRtLJwspQboMQtF4Pj2VY73ep5I1yScFnfFISRRP2oyEqsjx/pyuiuvgBuFIcztjqpyfyqFEZu2JyFts6HmY0lVaA1cYLE8LE+z7u10KSYcLs2Jfs20JT7GB47PeFNYd41lTWBYgxeTWxXKK9WY/hqloisSl+QL/5+urnBwX8l7XD9ntCMrq0bF05CUpCp9L8wWafQdZlsiaQiIriKLCcB7g5ESGhCEkxkN1wXpDWHQEgYD83NnuCEjJVi+6xhI/dH6KB3td9roWGVNFUyQMVYmloUOaa7Pv0BoInzVDlTkxkaHWdQghIrUqBFEFvTCWYiJnslbv0+y77HVsTkTQGkNVWCynR8zC3ykOJY6H8Z4P1w/4D37pMh89Oc6fft+3Z0YdBMJB/tNPTfFTH1r6Az7Cw/i/KyZyJr/0l57jVy9v8L9+6T4Ax8czvLFc51+8vvZdPrrDOIzRsD2fmUKSzeYglmPVI6qZrso0+i5eIKRThQjJPFdM4vkBtQNm09c3Wry50uDNlQaW6+NGRVAI3NkRCWtSF8VG1/Z5uCdw/o2oo+wFIZdXmiPHNplLMFNMkjMFHvxRtYeqiE7yWr2PHu20pQ2ViazJVC7BvR3hNeT5AkE9W0xyab5A1/J4sNclGUFQVFmkDkEQjuzepAyF6bzJG8t1Khkj2vkZkNQVnprNcWW9xdvrTTYjz7dmNOHr2z4v363ieEIOqikSthtwcS6P5we8tdrk9nYnNrlWZImZfIKErhBG1MjtlsXSWIqNRp/bWx3ShsqDvR4924uolJ7wQktqeEHI84uleB+nlDJQFYlsQiOX0Dg+nsF2ffY6wnS6kNR47VGNIBR7O5M5M07a7u10WKuLny/uiSDaNzM4N53j2HiGWkQJ9IMwKjCETG6umGShnMJyvRgXnjIUnj1S4lglLXzTWjbFKKl2/VDsLHqBKFI0kXh3LTGhWK/3kSV4YalMxlSRJYkTExn2OnZM/nS9gFcigmO954zskwVhyG4kk1NkiQd7PTw/ICRElgRwZbct5KTDmMknKaZ1Ls4V0BSZes/l4mw+lk4+2Ovy/qPiXK/V+4QhrEQTiXxSJwhhr+twZ6cTP/ed7U5snp1PapyLmrI928f2BOWv0bdjtP2l+QKyJHF5tcm93R5X1sWEcL4kqKSWG3ByUkg+lyrpeMJWyRgciRoBAE/N5NFVOYa13Nhosxxh+Yfvx4mcwbWNFtstKwaVABiaHEsje7bHeqNPKa1HfoZi2jq0lAjiIl4Ymz/Y6xKGwmB8td6P9+zqfXGvhWHIlfUmWy2LjuVyZb3FlbUm0/kkXdtjtd5HlWVW60I62rY8urbHnZ0O93e7XNto4fjiQjf7Ds2omRECN7ZavLHaoNl3SOgKU4UEWVONC+wghK3mgGsbLR7sdSkkBZ1yr2PH5usnJ7IsVdJM5xM82OuxFlFLb261ub/T5fJag8bAodFzebDXoxNNwX//XhXPF0RIPwiZLwnvt0JS5+n5Ag+rAhaTT2pcXRd2Gvd3uuiKzGTWJGOonJjIoEWgJWGhIZNPavGEeSoCkrh+QCElkPmPqr34GpdSBj3H4/pGi5ypx1L0c5HiAMRu5k4EoulYLj3HY6ctSLitvouEIHGmDZVSWtxLB5vK6WgX9OaWuG80RcYLAt5YqfPN4nCkcBjv+fi7n7uN7fr87U9/+55lP/PyQ+p9h//yB06NoKcP470fM4Ukv/SXxCRNV2V+6kNL0eLxYT/pMN5bEYTw9QdVMqZI+geOy4nxDNWuWDYfdn0f7Akfp77jsd22nlABHBtPc6yS4Uu3d9EUGVWWaPWFQe7x8QxWtO/RtjzGswbVrvDjenouz4O9XlTQ+SP7mgPXp9q1ubPT4cxUFl0RZLqVKOHs2l68O6cpEnsdYeQ7cHxyCY2pQoJqx6bWcyI0e4I7Ox3xPFF24wUhtru/f7PZtJhbTJFNaAKjrcgkdYUbm22KKYO0IYpMUxOJXzGpM5YxkGWRtBqqTKfr4vohqiKMiPNJnUpGPFZXZVRFmNU+qvaopA0qWTPyNbNIRwXwVtMSfls5QdGcLybJJnSCIIhx+tc2WoRhyJFyivu7nQihbdKxXK5ttHgq2lV6sNdFVSQWy2l+/35VeIyZQu4ZhkISOSzWQHTW6z2H6UKCq+st8kmNjuVxfDxNvecykTNpWx7zkbkziORuvphEliVMTWG2mOD6ZksUC1FhNF9K0bZcWgOXi3N5ZEmiFGG9dzs2XdsjaShsty2+dl8kvn4oqH1/42PHeHOlEUlwBSb/IycrKBL8zs2d/fs5CJEkAd5YjMh+siwRBEQSR2GqfmurG+8qyZKQ+l1eb1BIapybzvO1B1XOz+SQgKVKGkmShNG1IlHJmOQj0Myj6F6czAlvvGJK5/1Hx8gl6nhBwIO9Lpbrs92yWBxLx7JK8R4Q5uiFpMabKw0WyykWyil6jsdTM/vvr3xCQ1dkrq63ODmRYbM5QI/25JZrPdqWFxvMX9toxsUaiH2+U5NZ7kaUzOFrXRpL4fghjZ7LuZkci+VUbNvTtT10ReJIKc293Q5/8uIMEzkTXRXTtmExpsoSU3mTlKFS7ThstAboikxCEx5da/U+88UkK/U+0/kExysZVmo9tqLCMAhD7u92MDQxMap1bRRJohG9N7KRZcN8OUkugm4Mr3944Hp7fsjHTlb44q1dNpsDxtyAI+U0V9aalFI6QRiyVMmSS9RiSqMkETcdXlwq8bX7Ncajz8OnZnLsdmyShkJCU8gldDKmmBoHkfdYISl8AefLSbIJQVf9qQ8tsdexWa8PQBLwlWOVNIYqs9WyUBMam02LXELj3k4Hywt4canEblQoJnUxldKjzzJDFSh91xfT2RAiQJCYQJ+ZyqKrMs8vFvmta1sUUhqWJyxF+o7wUatkxf02bKos13q4vpAoJ3SF+ztdMSVWZR7u9WgOXOYij8vz0T04ZCXMFJLCaiBl8GCvy+/fr/K+A58b7xSHBdphvKfjt65u8X+9tcFv/PWXMNRvjcUf/sL40efm8PxDuMT3ahwpp/ilv/QcP/ozr+GHIX/1w0c5O53j+kaLo5X0oUXCYbwnQpYkZgrJeKpiagodSxQ+C2Mp3l5rxt3/sYyBhBQvh5+cyMSya/E8idhzKgiJ5EwhA8dnrdFnMpdguiDkj2lDpe94I6Sy2WKShXJaJDC7HYJQTFwuzhZoWy7rDSFDmi0mSegieRou/K/UxF7OsKARHV4hrOvaHrIkpjXDPaKhBE1XZRK6GnsTZUyViazBZD7B56/7qIqEqkicnMzgByEzhQTPLZZiQp+YJIjJ4rmZHLqqxD5cuYTGxbk8SV0YZluuTzMCfST1/X0TAQAQUrjh5OSlYyVmC0m+/qBGNqHR7AuceRiG7LRtTk0KSdTA9fnq3T12OxYnJzLc2e5iahEtU5GZzCX43I1tcex5cZ0VWUj9+o7Pc4tFUobC1fUWhaRoBD4zXyRtqDElUFdkTk5muRVBYZp9l4ypcmmuwFfvCfS6qQrSZ63jcHYqx0QuwUI5FVkx+HGTsZwWXktrdZFoDqV0U/kE41mTctqI9/3migmqXYda14lx8iASxmcXivF9oypy7L0GYu9qqzWIf0bGFMWVFN2Xs8UEE7kEd3c6LFeFbHC4Z6UpYufvYKOg2rHZbFocHUszmUvwcK8bm2EPfavqPYHdDxGwCE2RiJS2qLJ8YAfJEUbplkcppXB2KscbEWghaSjYbkA+IRLtod1Ea+AykUtQiN5PKWNf1plPajh+wLX1Fo4fMBVR94aHb3sBi2Mp7u50SOpiUuf6ooht9YW89BuP6jys9pgvJpGQ2GgMyCZU5ktif+zyWgPWBBHw5labXEIjBNabAyoZA1mS+NjpMb52v0rf9pkpJnF9Qe7UFPHaxYRGiql/fcfj2YUS9cgG4uxUjnu7HRK6QiVr8B9/33G+encvvgZ9xyOpifNx0OR+uPu1096nJ+60LXbbFuM5QUZsDlx6tsexSpqW5XJ/VzSKhsfiB7Ad7Z6KxpQotLu2RxCCHwQYqsJE1uTcTI6t1iC+nyayJq/cr7E4lhJS0d0Oa40BuipFzQJBue3aHuemc4xnTbRIWr0d+RsmdYWzU1kkSeK5hRIJXeWHzk/yT19ZFlTMfCKWHh4pJnl9pcGJ8QyuH3Jjs4kkiWbFG48a1PvCvN7xQ95/tBRLX4d0277jkTbE/a3IEhfnClS7Nj3bZyqfoJDS0ZShPDb6EzHR3OlYTOUSLNeED93pyezIPu87xWFL+jDes3F/t8N/8StX+fs/coHpfOLbesz/+7O3+aevPCJrarH04DC+N+NoJcMv/+Tz/Pwry/z9LwpDx//PF+9yNUrCDuMwvtuhyBJHx1LsdW3WGgKb3Rq4ZBIasiRkO2EYcmE2T1ITS/ETWZNiSuxFATy/WGLg+Pzurd2R53ajBtPDapd0tMDuRPI51w/jJHL4Sz6XUDEiOhgI5P1Y2oiT5YEjZHeuH8YG0gldRVdkxjIGuYTGlfUmsgSO5xMEIeemc/ytT53h2SMlbm93ROF2oPEVhEJKPkygk7rCRGS4a2jCPLrec3D9kIVyiu2WxfWNVly89CMT5Z7t8+ZKg9ZATOuyppAEyZJ4zdc2WgK/7/lxUTJbTJKNyJZD+d6ZqSwZU+WNRw02mhYbzQEdS8iq/DBEVWSei4qT45UMaUPs0J2fzom9kLEUlYzBZE7shL36sEYlYzBfSvL2WpP5YjLC+Sf50WfnuLPd4dp6i9bAjQEP+ZSOKstM5RNcnM0Lkp+uxCCVatem1rX5wq39yVXH9lhvDNBVmZQpJoVPzxW4s91BjnDyIBLEt1YasQTxucUiigSNnkOj53B/p0u1YzNfTBKEErYXUE7rdC1/BAByMD4ceYkebHrpEbBjpd4nCMS9JqiJNqv1PpdXG6zUepyczHJxNk8xpUcER7GL9nQ04QMwNIWz01k0VebeToe0KXyqOrbHmelcXHgPcfnHKul4hwxEE2B4jEM55lBWmzJUToxnuDibJwwRtgVtKzZKB2K7gUrWjHYmBb1x+PiMKUibAE/PC4Pi4R7R3Z3OyO8bSRKo9mGRospyvP9k6gq25/OBY2VMTeH6RotSlIMUU3psuC1eR8hiOcVO2+bOdoe1+oCkrtKIqKavPqxxcjIjGhgpIQO9ttHi4V6X9YaQD17faMU2EMu1HscqYjpoOQG3ttrUew7rjcgwvj7Ai2Ai640+bcuNX9P93S43t9qo0Xt7ImuyVEnFE7ggEIXxjc0293a6Mep/pdbnzZUGpZTO6akspyezTOYEWGizKYqnR9Uerch6IWWo9G2fuztd8bkRhHztfo3j46Lh6gUhzy6UmCsmmMiaOH7Ane0OY9H78dpGS9hLRJZJ+aQmplOSuMeG02YgarAIOqsZ7dUNHJ9CWkeSRHHsBUKyenw8w40NQWFNR5TX2WKS05P7U9jmwI098tYbwh5i+LVKxsTUZEIEkO5xxZYkCT84WYIbmy16ts9eV9hHDCWi7xaHBdphvCeja3v81C+8yV/+0BIfOPat6YvrjT6uH/D/+L7j/IUXF/4QjvAw/jBiaSzNP//JF/jnr6/y975wh3/845d4dqGI6wff+sGHcRh/wCFJIMlCGicBG1EX2lBF5/vSfAE1MqHe7di0LZeVep+FyKsJxFTkzz43z8dOjcfPq8oSXiAKlKlcglJaZ6XWj+SMYYyUPzslurAX5/IYqhLvVYBI5t9YrfPWqpgwHBsXe3BDkprrC/DBelSstS2PuUKSgSv2fBRZoj1w+bW3NxjPGhwbT1PvOjE5DYBQoPaHBUS952A5fiSDFNPFSlYsyt/ebrM4luapmTyTWZGo5hM6M4UEpiYKAk0RVMW0ocXTRUWWOFJKcmxc7LjkD0wAZFniWCUTFwfVrpAdZkwB3lgaS6PKMktjqdgiQFNk+rbA8QuARBY1km1mDBVDVXi4J5Kxs9NZZgtJkrpCNqGyEhkvS4SxCTQI4+ihH5KmSHRsl4Hjc3mtGZkYC2DHiYgMOV1I8PFTlfh1ZEyVpbEUaUMlCATp8yt3d0WTMQI4iGsWYmgKaUOlPXAppw3yST0y0BY+cCFwebXJWysNNpsDrqy3eHahSCqaKA1tTB4P80A3v9ZzSOoqF2bzQuIYPWYoMezZPtWuw43NFputAbWuLabCk1meOVIcAVHkEhrlA/d6OaWzWE4xnU+wVu8zkUtwpJzk7FSWTz81TSVrPiEBno9od4WUzotHy5yI/LG6tkdz4HB5rUnb8jg6JpL9Uwf8pZK6aFzc2e5wfDzD1fUmt7faPL9YYi8yz5Zl4c91ebWBH4QxKOfpuQKX5vZlaMP319mpLKcmhOQwa6rMRz5krz6ss9sR5MPZYgJZlvjE6Qnev1RmvpQasfjp2cJw+cxUlo7lxhOnXEIlm1C5ut7izFSWlXqfkDAmd9YjmEe9KzzAGj1hxbDbsSL0vADY9B2PenTfnJjIkIzeT7mEhnlAjXRsPMMnz0yQT2j0ovOZT+isNwY0I1DQfCnFfElI9/wgpDVw8YOAlK7QjfbturZLzxaG9EldZbGc4tJ8gelCEkkSu5qrDQE7CkLRBLg4n4/P64XZPKYq07MF2MXUFE5P5sgnNGwvYDqfYDkyg16t97m+2ebcdC5uBByMrz2oUUzq8eufLwkfxJub7ejeE9PBC7N5pqKG0vnpHB3L4+Fej6trTT57bSt+vuEUrtF3QRKfIfmERnPg8txiEVWR2WgMWK334/3aYSiyaDKVUwZT+QQzhSSDiM766aemnjj2g3FYoB3Gey7CMOQ//1dXWCin+CvfJuDjb/3aDX7v7h65yFjzMP7oxJFyin/+Uy/wry9v8Hc/f5dHe11+4O+/fFikHcZ7IlxfGD1P5RPx3k5rIBL0oc/Nn740w1/6wCKGKpMztWhatN/FVmRp5HNriBkXhqgq93a6zBYTPDWTE3talocqS1zfbOMHIe+bF1MhSZJiFPVkzmQ6n4g7/Hd3RNd9KieeJ6mLPYqZQoLOwIsKPeEnlTaFT1Y2qfHiUpkQ8PyQsYzBdF4ky8fHM+SSGq4fxtMjWRZmwIamkNKVOOlbHEvFpEdVkWKSnecH6IowwZ0rJvnQ8TEsz8dQZSxX/KnIgqjWs32221bsIwUisZMkAWuxvYCdttjFOj4uTHpT0a6I5QbxJFGWBPEyl9AIgjBO8AauKKj2ujbHx9PIEXExCENqXZfWwKOU1pktiH22ctrgA8fGODGR4cZmm522KHzDUEi3urYX+ZklAeHpdHe3Q73voCnKCMEtqQvPtEbfASRyCY1jlUy8DzX8M5fQIl+1gLVGn9+8usVTM3n+3AtHhBm5oXCklGSuJIyIF8spTk1meIccdv/ei/7x4ATt+HiGluXGVFBx7sREbqmS5iMnK1yaLxCGsNO2SerCl+rMVC6+Fw6GFJU2hZTOre02XdujPXA5HRU6jyKppCKJtYa1Rn/08dL+BPH2Vpu9js3FuQKfuTCNLEkxyMVyheXDEIIxjDAU57CSMfiRZ+f49IVpxrMms4UkM9FUa0gylaIEHGCzNRiZNsG+/1ra1JgvpfjKnT1WIujOkVKSkxPZyNtOXLMv3NzmN65u8sZynSsHJibbbYvWwKU9cPnIyQp6JDH+0PEKpZTBmaks2YSAViiSkNTOl1Kcn8kznjXIJzUqGYOLs3kUSaI1cLHcgErG4N9+eoaZQpLzM3lATMCGdgFDc/lhdC2Pz1/fZrUhiJA92+fyapN8UicfFVMty43Nt3MJjfu7XRbKKU5G5tOWK957A9dnsymgQEPj9GE/4Eg5xYtLJZbGUsIvUZbIJzQeVnv0HI/XHtb4vbt73Nnp0Oq7+EFIc+DEIJa0oXJxLi/2cifSHKuk37E4A7gwk6cZ0SdBXM+n5wr84LlJQfb0Q5p9h7fXmnzlzi4vHS2z17VRZJgrJTk7leN9R4rxbumHj4/x7720yI89N8dMPhEVqKJoXq72aER7uqcmM08otxKaQt8REscr683IHkLl4lyB4xOHRtWH8T0WP/3Vh9ze6vA/fQsz6jAM+a2rW3h+wD/8sUsjHejD+KMVs8Uk//ynXuCz17f4xddW+Zkfv/QtEbWHcRh/0CEBYQC6IrFc60XENh8JUYgMJwlhKDyHDFUkLrPFZJw0Dz/hDuYawyJkuM8wW0zgByFbLYuQUBD6ZOE9JCAb+w/uRuCJXEKYtw5BFCldZXEsRb3vxAjqpK5EhEiRnH/9QQ0g9nQa+jQNXJ+1eh/L9Tk3k+PDJyqcmszy4lI5TmhPTGT4zFPTjGcF0OPUVJa315p0LC9Cv6s8qvZ4c6XB9ciHywsCHlZ7DJxA0Bwdj2cXipyeyvL8YglJkrA9nzs7HWF4faCgGoYsSWw0xeu5MJtnppAQZtgDl4Sm0B64bDQH8XmWZYEvr2QMDG1/6pjQFM5N55jImhiRf9FX7+5xbibPcwtFFEngvbdaAyDk/UfLvHxvj+sb7Zg8B0L22bM9KhmDmUICXZVjv6yh7HVYfA8jqSvCBFiVMSJc/1wxQVJXGMsYuH4gfMkslzdXGpyezLBUSfPxUxVkWYopc7c22yzX+oRhGFM0/Qj88W6QpYSu8InTEzHafRgfP1mJjaCHE7T5YpJax+Grd3Z5e63J2ekcl+YLHCmnOFZJk0+IHaaDk6KDcX2jxXQ+wV7Hpud4dC2PRt+JPO967HVtPni8HOPhHw9NkZnIJZAlibvbHT53fZuJrMlsIYHtBrHUeNik2D+/Ym8xqSscq2Q4GTUtTkxk4veOF4R88swEP3R+Kt7R22oORuSWw0u23bbwAwFheelYmaSukIoMkmcKCa5ttHhjWRD6CpGlxeKYKCqGcXoyS9f2WGsMuLXVwVSVCEIRsNEcxN59w4nTar3P9Y0Wd7Y7LNf6XFlvUkjpTOQTPKx2eXquwHbbotF3+PLtXSZywp8OxA5UEIYxDdI70NysRdfYUGV6ttgLvDiXJ2uqWK7Y2+zZHsvRe/fjpycwNZmbW6I5lDaFF+FiWVgmDKd8+z8jjN9jwynhMMIQTk1mSRsaYxmDtClgJuWMQRiGbDQGAhgkS9zf67IafQZ1BqJB9fg9Pbw+qiIxW0jE3IL7u10GjoAoZU2VWs9BVWRSusKF2XxsmzE0cA8RzZDhe/R3bu2IHUHHZ70xYLcjitG3VhscrYi9354jpsqP78cnImm7qYm933xCww9C1ht93vwWFMfDDOcw3lPxe3f3+N+/cp9/9G14X7l+yG9d22SnYx9Ozf4YxHQ+wT//yRf48u1d/vHLD/ns9S1+/crmd/uwDuOPc0gQAIuRtKrWFYS/tKlFXds8n7kwjeOHvLXaoNETsqSsqZL5Jr6MqiyjyDLzJYEDNzWFatdht2NjuQFeICZCx8czlNLGfpHHfsG317G5vdWJpjJioqYpMu0ITQ5Cnrhc7cV7Hc8siKlI3/HjqQWIrvviWJrmQJDzhtMwXZFJ6QLnriky9b4TF4gvLpV5YanEQjlFe+DyhZs7nJ3O8uETFU5ES/cpQ+yQJQ2F+WISXZF5sCv2iGLJoCx80E5MZJgrJkeOC0RSdryS5vyMIC5uNgcsjaUj2pzwYTo5kYl/R0gIyd71zRaOF8TPJ8yxA8wo6dMUiQ8dHxNEzYFLiCgi/CCk53j82tsbkYG2HlP6xDkVY5jmwOXGZjs+xhAhmcsnNTRFGinIz07n+LPPzaPJYg+o53h85W6Vju2x17Yj8qWCIkmisFQV7u104wltJjLFPR3tUt3b7fFwr8dex47NdM9MCdngOwkchzttAM8uFDk+nmFhLM0zCwfkfZLYlxzeYH4Q8tZKg9vbHdoDl7blIcvC2Hu4E3gwhqbfGVPj+HiaqXyC+3tdkrrKyfEMl+YLnJ4UsIchBj/+2dGfmiIzkzeZypuoijCxrnYdrm+2Gbh+LCM9cuDxP3hukrGMwXKtT8f2+Oy1/d8blawZJ9R/6ulpymkjpvIBXJovjsgtpeh/l+YLvLBYYrs1wPbEPtRW0+L2Tpsv3trh7HSOp2bF415YKnFiPEPKUEaS9/VGn8mcyZmpLKos9gxNVRSRR0pJrm20KKZ0bm61ubvT4eREhrGMgaHKTOcTLI6lubbeotl3OD6e4fKqgF8M90KHMBuAuWKStCHesyfGMyPF+I8+N8u5mRyWK/ZFm30XLwjjIiQIRWH+E+8/wn/yfScAOFbJUEoJQ++eLaaa9Z5DtetQSut84HiZhfJ+MQqCoHh1vYXt+SQimW4QQsdy+YFzEyyOpTk7nY1tKlRF5sKcsD3YblnMFhKYqmicNAcuXVuYv4/cJ9Gb6s5OB1WW42nucM/t9eU6GVNjvpQkbagsVYQX2VjG4CMnK7F88s52myvrzfh5z03lOD6eYbnWi98/+YSOElFXQ8TnbUpXWauPTn8VWdynpqqQMTWySRUvUl2cPJygHcb3SqzV+/yHv3yZv/unzsfUnHeK29tt/tN/eQVNkfjf/91L3zZA5DC+92MiZ/Iv/vILXF1v8fOvLMeL94dxGN+NkJDiTvFUzuTUZBYvCOOp1TASusJHTlbImEImdGOzTXMgvuedVDo9x2PgePHe1MDxGcsYXJovoClCUnRQShNP4w48V8pQWKyk4kLn2maL21sdFqNdJxDd3SFhMW2qkZxQJhFN1IYJj+sLc+ZytGQ/DFmWqPVsbE8kQposj/hqSUhRIppgKmey3bJYrvbi57U9n4HjI0fnKJPQ4oJyKAGVZYmB47PVsmJT4oOhyBKNvkPH8mLS4FIlRcZQY3+inbYVQ1eG/lvzpVQsaQPhc3VrqxMDTED4Jb212uDuTodCUufUpEj+yymTkxNZPnh8jA8eK/PBA3vSKUPsbknAVN6Mz8Sd7Q43Nls0+y6qLMeyv6OVNMWkHhXGYjKQ0lWeWyjykRMVnl8S0xxVkUjqgtgYBGJCNgTNDCEvrh9wtJJmppBgcSzFsfF0LNP6VuTb4XmYzCU4NZnlznaH6xvtA9cS9ro2i+U0HzslJI5jGQPH85nMJ2KQR7VrxxPZIXxjeIzvP1ri7bUm222LWtfhhYUSYRhyZ6fDdstiu2PzlTu7PDhwDQ4eG8DL96vc2Gzz3EKJTz01xZ96eoaZgqBe1nsOmiKNSBzFFEQQRDOGxgePj/HRk/v7f09HO2Y3NttP7A/d2e6w1RrE3x9E3mw3Nlu8+rDGZC7B26tNMobGfDnF952e4CMnK4xnzXh6s1zt8cVbO6zU+rFPGRBJci122hZHyik+cqLCeNYgoSn0HJ8z0QR6vpSK95/GsyZzpSR+KKbox8bTPD1XoB29V6pdm3La5BNnJpgviqkdwG7bwnLF540qS/H7L6WrosCNJtpHK2nCEHbbNulo6hhEcJ1cUicXkUplSVxPWZJEsWWqDFyf2UISRZYpJI24yA2FOpajlTQfOj5GUlf5xJkJzk7n0CIrjdbA5eV7e2RMDRlB4/aDkDvbHYIwZDJvIksSEzmTbELjxHiGP//ikXdV0Qg/tm68BtF3fJDC+B4dPs71A15frmO5Pq88qKIrMkfH0nzw+BjPHCnG9910IcFEzuTMVI7ZYpKMqeL4Pk/N5Lm93abRdzhaSfPnXpjn/Uvlx+5dMTWv9mx2OxY3NtsYmsKJicy3fE8eFmiH8Z6IgePzk7/wJn/22Tl+4NzkO37PeqNPo+cwW0jyfafHn+ikHsYfjyinDX75J58nDIXf3Zdu78RL3YdxGH/YYUf33p2dLtWujf8OEIYwFL5GkiR2zY6Pp0np7/7L2VBFF3/Y6X5+sYQmy9zaaiNHssP2gR22YbI/xPhDlJCHUvx9s4Ukp6ey7LRsTE3haCWNqsi0Bx6aKjOeNXlU7YNELO0ZfsL6gTBoHqLLD0ZCU6KCA87N5Jg60DC7Ecmgaj0H2w+odQVx7vZ2Oz4vG80Bjh9we7tDz/Z4/9Eys8VkLF+yPZ+Vej/yWxtNWUIErbLRd1mr95krJjlSSvLawzq3tztIkpAzNvpuDDKRJCHBUmUpNpcdnq+Lc/k4qQ0hNin+0IkxVEV8/3K1R9tyOVoR1zCT0DDf4VqmTTWeVEqSkF/mk6LrfnCCdrQi9t06tktCFzQ6WZZioMAQJlNM6jT7wth7eI2Gtgy3t9us1vqsNyzu74r7MKWrHKs82eh8F0bIE9LRo5X0E8oUQxVyrRubHeE9Npbm/Exe7FbGJszEhs1HH/v5l1ebnJ7M4nghJ8YzLI6lSZsq86UUG80BA8fnE6cn4gbBxVlRPEnsH9v3n5nkB85MoqkSv/b2BilDHJPrB9hewJ2d0eJOlsRrHs+apAwlIjfuq3OGcsyUrjD5WLPX8QMsN4i/f7jHmDKEkbPjBbx0rCzuy+i8rtb6XFtvxSTJXFLj9FSWs9M5Tk/tT+OWxtJiv2vgcm29haHJjGXERK89cHH9gBPjGUGgzBjUe4LweHW9FZuiq7LEza02222LDx6vjDRtRqidkijKXD/k2kY7vj4H/hk1uiefXShybiZLylQYuF5clB6MlXqft9eawrtQU/jhS7P84LlJvu/MOM8tFLm63oxlscOj6NmesNY4oHFcKKf49z+wSCllcGIiw1fv7CHJQhouS2JSV0jq0T6a+BzrOx6brUG8HzmRNePnGx6mrsgsVdKxCmu3Y3Nrq8PeY5PdhKbw0tEyrh/g+cLzrxd5oB2MX7+yyW9c2WSjOWC3bdGxPEDizZUGx8YzwlutbfGVO3vvPKHWhNm2qSkcHxcNsbvbnVgG+25xWKAdxnc9wjDkv/iVq4xlDP6TT5x4x38H+Ae/e4+X71dJGSqfPDPxh32Yh/Eeioyp8fN/8VmSmsJ/9Mtvx6S6wziMP8wYAioAiikNCciaWizRUuX9X7HrjQF7HYHV9oPwiSnVwdBVmY+f3N8Lslyf01NZQkTXtxbRCg8ex/DP4dc3WwNubQlSIRDtlPh4YchYWufMVA4Jie22xWwhycdOVvjBcxOEQRhPBYdJlqkpzBWT9B0fTR5NG8YyBqoic6Q0KksDOD2Vic5FyGZjwPNLRT5zYZqnZvOA6OCfnc4ShhLHxtOxR1MQhLF9gKGKPZGFcopzBwyIYQgJEYXKU7N5HtX6NPtuVGiJCVnaUDk/k4vPpSKJKeGNzTbfd2qc8Ujm5gch9a4TQT1EwfLSsTJHSilubrbpDAQ5czxrkkuo/ObVTdYbAyZzibjIOxitgcvDaOKnK6LYfuZIgVxCe2LfC6CSMSP56mMpXvSfqiJTSGksjaUopwWhbiihnM4nGIt84SayJvWew9VIIvftxuNH5AfhiNRQkqQYp69IovB5c7keySz3jzllKDEw5fH41FNTHCmlmCsm+MzFaWRZIqWLPatL84V4CjYsmh671ZjMJYT/1HyeSsZkPGtyb7fLvZ0uQRAyWxAAnIMUSUmS4j2zb9bUFUbUo187M5UdOQfDAu1IKcW5mTwdy2OnbVHtOqzUe7yxXGe13ueFpRIfPD5GQlOoZARN9PFYqfWYLQiIz1TeFBK5CGoznjV5uNfD0JRoSi18Fv/UpRnmi0mWxlLIksSNzTZBGHJ2OsfLd/dGPN4OVgqVjJjM6arMjz0/z0dPjkfnQ0x5nz1SwvOFrNELAmw3oNlz46nz48X7YjnF0UoaCejbHq8+rFHrOtzd7ojrM1uIz2UYigK73nNoWy6fvjA9cm0aPYd6z0FXZD54vEwYiF01SZL4U5dmuDhXYK9jj0jCZUniVtTkOejpN4zN1gDb9bGiz+a//tFjfOL0BMv10Qm864vmUcbU+DPPzLLbsSIj89Eb72OnxvnoyQqOJ96fiiym2bmERtcS+2u2F9BzvNja4GBYXkAQhCiS2D0No8L2nY79YBwWaIfxXY//9Uv3ubLW5B/8yIUnfnGt1fv8yX/4Cq4f8N//qfPfEkt6GH98wtQU/uGPXeKTZyb4m//6WmwEexiH8YcVEhK2K4qZfEJnYUwkc0vRZOF9R6IJgCTxwlKJ8azByckMD/Z6cQd4GMPC6sWlMh87Oc7R8XT8eXhnu8t0PsHzi6VoyV4in9yfAhz81BwmtYWExqX5YpykX1lvsdYYMJE1SAwnYZKAFXhBQMrQaPRcJFmKi4R6jHcP2OvYlFI6/ccoffmkLgx336HocFwBASmkdI6PZ/jGozqfu74VT/Usz2elJnZxLs4U0CPpkUjc3Oi8hCxXe1S7zhPTn2HCrcpCSllKiX2wXELsbA2Tc02R4+81NDmiqOVHEjE/CFmp96n397vs33hUZ7nWo9F3yCa0GPJiagofODbG+IHu/eMxNJAenj8QsIZ8Uieb0A5AYsRfOpYbEwAPxsHzqspisjpbTPHnXjgSTw8ypkZCVyim9Jg+dzEqgr/deLx42WgOuBFJ3x6PM9M5LsyKaWMxpY9MuNoDLwamPB6Nvsv1zRar9T5fuSN8/3JJjblikns7HdYbfa6uN+PP8niSewD+8MqDKr99bQsJuDiX5/Sk8OAyNYWN5oDWwH3ivaV/G0CpR9V+/F4exlsrDR5V95N6P5omOV7AV+7skk9qrDf65JMaJ8ezfORkhR+MFEDFlM4nHmskHzzFmiKz1hgwnjFJGyrltBEXPR3L5cJsga8/qAKiAO87QlL37z4/z/Fxsav3Z56Z48S4wP1PFUanf8O3ytNzBTabAx5URRE7MnmXiD3VlsZSHCml8IOQtuUKOWP0JI8XaI4fxFLJlKHy9FwhMqWXeVTt0RwIGqk4DvEks8Ukn7kw/USO13d8GgfARZLME4uSQ/sIEMCXZxeKvBhJCQ/et8O/jqWNCFQiHvWNR3Vevrc3YpkA4n15a6uN7fl87vo2xZTOqcnsE42NYWGVT2rMFhJIkvhsnC8lubPdYaM5YDqf4FPnp0b2Hw9ejObApRdRSFVFjiwR3hmGM4zDAu0wvqvxa29v8HNfe8TP/YVnRrpeP/N7D3lrtcFMIcHf/MFTI7rpwziMYaiKzN/94fM8v1Dih/7By9zcPCzSDuMPLySJuEu7XOtR7Tj80Pkpzk7nWCinRnYM7u106NoethtwZio78nl3MMppnUqUeA8To8mcye/d2+Pt1SaqLCSOIzKcAx+NLyyKxCWX0Kl2bWGcbaqcmsxwvJJms2mx17Wj54fdjkUhqfP6cp3XHtXQZZnZaPnePWBK7UV7ahPvUJS8m2xutyN+znbLotZzcDwhQxvu+khIdCK4xINql3a0lxeG4mcNf25z4Ea2AY9DAcSf8yUxUUjGU0nx9SFC/pkjRRbHUrFh8F5HnBf1QOKuq8K37ux0Pv6a4wXMl1JiGqIrBxJsCUWS3nESNgxVlhg6AgxcnxcWS1yczfOh42OxL9jBCEJBFUw9No0rp414d2ahnGYIx1tv9OP76+p6k3s7HQxV5uRkhr7jsde138Wa+p3j8V+vc8UkLx0rxzKx4MBFfnutyVurTcppg/licuQ85JPaExTH4XNf22hxab5AQlNiT7Vh9BwfRZb4yMlKfI89XhhICGPtj56s0Bq4fO76NpYnEnzXD0loCg+rvSfofo+f03eK5xeLMRp+GIWUPiJFHhIxFVnifDRBuzRf5MPHx7gwm2e9PviWZL5hjEVTLU0R01w3CLi23kSWRINkt23x4lHxXu7aXgy80CJbijAM6dou1zZa0XEM5aAihpdrKp8gbQpDetcPuLfbGTmOqZwJEjzY61HvCcjPTCGJ6wesN/sRsGj0OnQGHre3xfOostgNm8onOFZJs1BOxTAdYMTk/MtRUX4wTkxkOD6e4dRklq/dr3J8PDOy5hKGIZbrY7liD7dredzbEUXRu4UXhBwpp3h+scRLR8tM58WU+6CBOQh66vefnSAMxbWWkNhqDZ6A3Hzh5jZfuLlNreswV0rh+SFPz+VpDVwuRI2Qq+stfuPqJl1rdP8YxH7tENJ0fjZHEITc2Gzz6B12ag/GYYF2GN+1eHOlzt/819f56R+7xOJYmod7Xf7Vm+sA0UKvoHC970jxsDg7jHcNSZL4b//kOf76x47xYz/7Gm8fyh3/2IckSYokSZclSfrNd/i3eUmSfleSpKuSJH1FkqSZA//230uSdD36/5/5lj8H4q57MaWTNJRvmrS3IuR7tfsk5W6YTR/8rBs+lxsEZE2Np+fzPL9Yotqx4387CJyQJJEMfObCND3HY7XWR1NEMjlTSNIcuJiaTCGavkmSAI7MFpM8v1jiU+enUBQpluwNkyxNkZnKmzEi/slDf+dS4Meen2exnCJjqlS7Ni8ulfnMhemYNpgyVC7NF1BkiY+fGo+LspShxjtjQ8PviZzJePad8e1np3N8/9lJurYXF4UHz99UPsHSWJoPHBvjWCXND52fEgCCA3JCzw9YrvZGABPfd2YcPwj5+oMaM4VEDBeQJPjK3V02Gu+eJDpeQGuwn6xVsuY7FuXDc5dLaDyq9t5xn3a433W0kubTF4SKZK9rs1wTCd6pSSHFe2o2T9bU6Nn+CB7+24nHr6rl+iyOpVmMpsIHz9WpyQzT+QRvrtS5HO3EDaNjudhewGcOSNmG8cFjZVqRwfbRx2R/F2bzTGRNVmo90lFR+LjEEYiImqIQPDedY6MRIelTojD84LGxJ3Yliymd7zv9zW14Hs8xcgmNZxeKcbNEV+R4sqLIEsWkThCGPNjr0ncDVup97u12nqAXjvyMAz9rrTGgkjV4er7A6aksXcsjl9AxIhR7tWuzGhUUrh/E8t+Dx/por0fG1PjE6Yknrt/wvpIlIbs2NQVDU3jfkX1ZnYREJWvyqfNTFJJ6DJ3p2R6uLywtKu/wnvuLLy3E4JSB6/Pb17Z4sNfl/q5osnzo+Nj+DlooMPuOF2C/g0fe3Z0Oj6o9dtsWHzs1HnsgDiNlCNy/qSm8uFTmfUcKzBaTI1PSYUNg+DnYiwpaSYJS2mCulOTp+QI9R7wfP3lmgqSuYnsB33hUjybiZZp9h77jk0+MEsQ/c2Gaz1yY5ux0LrY+WBrL8NGT47we7ZHNFJJUMuaIv+Uweo5Ha+Dh+gE9W7y2Ssbg7PQhxfEw3oOxWuvzk//Hm/ytT51mu23h+gIbvdsRY+4fODf5TUmOh3EYj8d/9PHjfObCFD/801/nS7d3vtuHcxjf3fgbwK13+bf/Efg/wjA8D/wd4L8DkCTpTwBPAxeA54D/VJKkb/obVJYknGikYWrKCHzg8Tg2nmGmkORoJU3H8ka8iN4thhOg1XofRZb40PGKkB9Kwl9JlWX+xPnJJ+RyIJKWl46VSOoqiiRxNUJyC1KaFB2/mM55fkjX8riz0xmZpHiBOEY/CFmp9Z9IqofxbhO09sDlwV6PtKFyejLLKw+q/NrbG6zVRfHQczzeXGkQBCF3d/Y7+42eQy1KwIIg5M2VBrttmwd7owCI4c+9tt5ir2Pzb12cZjJnPiGNOxiSJDGeNfjoycoTssye41HtjMrjZouJJ6SMEgLfPlN4d4JwNqHxVz689K7/rskySV2Nd/r6joepybH33btFK/L4en6xFO82CYsAcQ5tb5/4+U7P9G7FdCVrUkrtJ+O1nsOrD2ux1cPB3ThTUxiPiov5YnLkvnO8MC5qHo/Vep/1xoAHe12+cHP0M/qt1QbLNfHvj6pdZEl6x+t4faPFl2/v4gch+aTOsfEM/1ZUDD7Y6/Go1ouT5CFJEXhHwM3BSD327x86PhbL6EDkJOXI0sLxAr5ydzeiWAZMZE1mCgmenit8W3t/mizkcp4f8pU7uzheQC6hMZbRIyqpy3wpGUtks6ZGa4RMKf58er7ARNbk5Xt7T/yM8EDDp5jSKSZ1PD94x/3Ar9zd5f1HS/HP88OQExMZNEWOGyUHo2t7sUdextT4yMkK5ZTBkbIgxF5db41MXEE0Sb7/7JMAuCEp0vYCMdWW5XgSDkOPxXQsEz4xkeVoJTNifzD/2P5rMaXHxtzD431U7XEi8r8zNYUwFP5qxZSO7YkicyjFTife/V6ZzIlGTdJQWCinuDCXp5jSqWRFwfU4aAZARorJvn3bFybdSY1G/8libvRxh3EYf8jR6rv8+M++yg+em+CHL83wu7d22W5ZHBvP8Fc/fPS7fXiH8T0c//knT/Jff+o0f+OX3+YXXl35bh/OYXwXIpqI/Qng//su33Ia+FL09y8Dnznw9d8Lw9ALw7AHXAW+/5v9LOVAMl3t2LQGzrt+7/3dLo+qInk8N53nxGMeOAldGUkoYX+CcKSUpNF3+PyNbfJJjXxCZ6ttfVOza0mSuL7Rodl3kCR4/1KZhXKKnbbFWrMfPU5it2PTHLis1Hvc3emMJNvxcyFgG/cfw58P492kdF6Eg39Y7bHZHMSToN0oSTRVOU42V+v9uMOtqXLcxZZl4Ys1W0xyfiYfF62wD5A6WklzeiqL54c4XoCu7k/f3ikeVXtce2y/SlVkzkzlmCuNyijfDfKwXO3Fxfm7xTfDaMuyxPedHo+LREWWmCk86fN2MHbaVgxEen25HtHkYLXe48FeN554tgYu93e7TOZMXlgsfdNjHEbaUHnp2H5BMl9Mcnpy/x71DxRoQQhvrTaxXP8JIuB41ngCtjGMatfhzFSW8awZS8OGkUuIycQHj43xY8/N84PnJkeuNYh7+v/H3nuHyZFd99nv7Zx7cgQwyMBiASx2sTkzL+NSNEWRFJNIiqKsYFmSFUx/lBVsZZqyRZNiMpNIiZIoLvPukpvzAouc4+Q8nXNV3e+Pqq7pnulJwAATcN/nmWe6q6u6b6Vb99xzzu/cu7WZt+7uIFvSefrMKIlciafOjJIpaKxrCFDvdxP0OOlqDPLAzvmJiT24p9OWkK/8rZlwOc1QzAtjGba1hiloOomK+oJz4XI68Dod3Laxkfaon5NDSfKaYaqoYobbjqaLeF0ObtvQSLaoVd1j5baNpQsc6I1ZCozVQiiVRs7ernr2dtWbaojZ6aHRXpeTwUSesNfFzk6z5tdYqkC+pNc8DpmCzsUxqy+QEk2XRC3PUjncsVrEyMwRfehg/7TvWlMfYFNziLUNAQ71xgGmeZpzJcO+/kZSeZ48PcrZilDN8vVWbmosWyToddkGvpkiAycHJ7eRTN7zZiH5iKmuOJyyPeO1+sJ0XsPrctiftIRNUZ6j/QkeOzlSfXwt/FZtuybLmyel5ERFjcqZUAaa4qoymMjxS195iaDXZdWhEfzv99xo5zwoFJeD3+PkA3es51fv28Rf/vgEf/7jE1WhOYprgk8Dv4dZQ7oWh4B3WK9/DggLIRqt5Q8IIQJCiCbgVcDaqRsLIT4mhNgnhNg3Njo5c72hOThrTca6gBuXpXD25t3t03JwPC7HtAFlWQWyqEkifjd3bGqkPuBhPF0gUDH4FzN4jDrrTQEC0xDLM2wVPY76Pfb6XpeD1oiX3WvMotprG/zUBzzcuanJ9iA4HIKmkIfgDHUH5QwutA4r92NtfYBcSWdbW8T6DbO/D3hc3LiuHodD8OCeTjvfKVohogFlhT1T7GN7e5h7rLpj5Vvb7zEL354cSrK+KchGK8xs95ood22urksE0Bj02iIkYBonmm5wuC9e08NQqY5ZPt598VyV0RLwmNLr07edX3i+2+HgcF/c9hTUYk29nzdb+TmGxI442dwS5vqOKNe1R/C6TEXKZK6EEGJGb9ZcuJwOu+QAVHvQXA7B1tYQp4bSHB1IVp2rWLZEfAbPwJ61dQzE8/jcTttYL7OpOUR9wM0rPTEcVpHlyXIPkz/QO5GlP54j7HVxx6ZGkrmSbRw5BLTX+Xn7jWu4YYri52IhhGnXJK3czhcujJMuaIR9rjm9Z7aojdNUT20KedjREeGOjU3o1mQGwDtvWkPA46R7PEtb1Fc1YQGTBkkiV2JDU7CqDl+ZuoDHDjP1u514nA68bmdVceTyUb1rs6lWuqU1zKbmkFU3zJzgqHX1tkV93GH1DYaEp8+McsrKSfO4HGxuCbGzs7rkhs/trOlxPtKX4EBPjIF4jtdc14pDUGV8ASAnJzvq/B6r2Pak+TK1LEhJl2iGtN/73Ka3K+Cd7DMr72e3JdqRLZpFtNujM/fjmmFY+ajmtyfzJULWtbilJVxz0iZd0OieyKIZ0j53G5qCbKihfFuJMtAUV42eiQz3/tXjRHxuHvr1u/noPRuXukmKVcobdrbxqXft4bETI/zmPx2oimlXrF6EEG8BRqSU+2dZ7XeB+4QQB4D7gH5Al1I+AvwIeA74FvA8MO3CkVJ+Xkp5s5Ty5ubmyYGRQ8wuZBTyunilJ0anNUgx8xhmzleBSQ9aKm/W8Yr43GSLul0s1d5v+3/17zeHfaYQhoAzw2m7RtsmK69IWIMww5AMJ/M8c2aMzS1h7t3aTHPYa+d2SCk5OZRizSwG6EwUNAOnQ7Cu0ZTpf+7smF2wN+J32+FGPz4yaOdfJXMl2zs0FXdFLtDUcL1b1jdwy/oG2yvldTlrCnJEA27evHsy3Oq2DQ28cVc713dEpwlc1EIAr9rWUuUxed2O1pohrrOkJFav5xC8ZXfHjF4/MBXvDluev7fd0GEPwHNFnZFknpcuTCClpCHo4aau+hm/51KonOgSwszJumtTI9vawlViHumCNqMn6cRgknxJZySV53BftQfzaH+Ck0MpNEPaeT3CMfl7YNYqG06axX41Q5IvGrY64ESmRDxXwmkZd1cqb11gFh7e3x0jlikxmirQEvaRymvTCl3PhNvhoD1qhpReHMtwyhJ4KTe5N5Zja2vYzv8zBXAq73dzxe1tpnrlDy1Vy5k4O5LmyECCQkm38xancsPaOnvixOUQVtFpgatGyG0iV7LPn8/j5A3Xt9E1xfPsc0/ee0KYYjd7u6bLyq+pN0tElMtqvGp7y7Q8Poewik0DbqcZolxdAqL6O5vDXlyOyfIK6YLGwZ74lAm0yeu5oOk8cWqUiM9FR51/1jBjv9vJWLowafy5nNyztYkdHab64+7OummTDy6HwOUQ1AfceC11WSkna7vNxPz8sQrFZfDnPz7B5uYQPz0xzA1r6/jc+/fO+hBSKC6XTc0hNjWHmMgW+fyT53n/l17k8++/eZpKl2LVcRfwNiHEmwAfEBFCfENK+b7yClLKASwPmhAiBPwHKWXc+ux/AP/D+uybwOm5fvCOjY2MZ4pWeODMlFXP4tkiDUEz12Rn5+yz/OUQr+awlxEr5GhDU5D+mFn0ulwXbKaxaOXiu7c0cXE8w6mhlG0IOYSgoOkYllJauabbtO8RgnfuXcN4unZIzmw+6qaQh0N9CUJeF0GPi7aozx70+dzm4E5KSVGfDGMqiwLMyZQfni0HcDZcTgcup4N33GTqxRytIS9fHWI2/+92CoE+Tz3F2QRmwBxo9k5kuWmKXHiqUGIgkac96kMIwVi6QO9ErqZQx4KkHSuYem0cHUiaXyWr272uIVCVt+RxOmyj1+10sLk5hNNhqiZWsq0tzPa2cJWyZqXhd++WZuoCbtvwShc0DvTGCPtcvHRxgvF0gaaQd1pY5JXA5XTw4J5OXjw/zl2bTeETzZBze9Ds7U1xnnRBw+V0EM/mKJQMWzyoKeTh+fPjtEfNGn1v2tVeZeiXz0V/PMdwMl9VkLzW7pcngs6MpKpqM85kxAa9Lp49O0a+pE8zNgDbQ9tR50NKyUA8VzMKqvLbz46kODaQnHZN1gc9hHwue0xY676/c1OTXeR7OFngpYsTbGwK2v2nPTElJvf3aH/C/n2vy0FLxMeBnrj9nVUeNIeDOzc38tPjw5wbTdMYNHMbW8Jeu1h6mVxJtz39YHoMR5IFW/nxtg2NtupqGa/LwZr6AJoh7ZxTt9Mx58SxGiUrrgipfMlWZHzb7g6ePD3KUCLPV37p1vk9eBWKRWB3Zx3/8x27WNsQ4O3/99npoROKVYWU8g+llGuklOuBdwOPVRpnAEKIJiHKc/P8IfBla7nTCnVECLEb2A08MtdvtkR88/K6bGkJsberfs68pUqcDkFnnR/dkHicDrueU8DrYmtr2B4olAcoUwf4do6agMF4jt4JM2SqHPYmsNTHIj66GoO85rqZle42NIXY3DqDx2+WQX8sW+L6jggupyDqd7NnrVlkuLqdZohjuXh3W9Q3p+dpY1OIzS2zeyAXykMH+6vy7Mr1vATVYZy1clNmYp2Ve7IYtEZ8NY2ulrCZ01UeJHtcDkLexX3OFipEFwSC6zsiDMbznBpOVRlksWyxauBZFtcA6GoMcHY0jajhbXZbRvKPjgzahsqkZ9iSQReCE4NJjvQlCFqem6DXxcamIJuaQxQtb+2VpLLZG5tDPHt2DENK25iaD26nYCJbpKgbbGgKcv+2FlxOMwcRJicayhMW9RVhyYBdM6w+4GZnZ5RNLcFZJw00Q5It6XhdzipDqj4w84TGPVuaedsNHXabKmkIeritwsA+0p+YJuADFf0P1Mw7BNMb96MjgzULPJcJ+912u1vCpsBPpbrkTKe8/PvlEMY9a+sqvO/V6+mGJFvUKenSFqhzWJ7/SnxuZ1XJjXRBw+N0sKUlzI1r621PYCUFTdpKleXai2/Z3V6zZEklykBTLCq6Yc7E6obk2bNj5Io6X3r2AmdH0nzll2615ZsViqvBjo4It29s5LXXtdDVEOQd//c5u0Cq4tpBCPEnQoi3WW/vB04JIU4DrVgeM8ANPC2EOA58HniflLJ2nN3U759nO/Z3x6YJgczRbm5e30DQ6yLkc9khO5uaQlUiAOUGTJXEtuX3gZDPTOJP5kp2rZ7KHJ+BeI4fHxmcsS2PHB8i7K09oJtJGRBMo7GsUpcqaDx9ZnRaPSIwjaPywD5X1KfJzU/9jV1ropecXzUTOzujRCwFt6aQtypUr/LX9ZlkK8vrVnx8fUftPLjFJF8yQ0cPWiILEZ97UVWQb1nfUC3PLkwlw7u3NHHDmmiVUVRLJKHMod44Ps/sw846v9tWvJtaBw3MY5srmQPpw30JPC4HW1rDjGcKFDS9ZsH0xaQytNhtTTo0BD2cHErZOYEzUd6dNfUBdnVGaarIWdSltHP3Tg+nuK49QuMMhv2GJjPftT7o4Wh/gp8cHZr1d8czBU4NpcgUNDtX7K27O6YVRa/E73FOFrSvQfkSL0+ubKtxvVVOZJRzUacS8bm4b2vzjMXNp1K+9yonecrXSS1RGTAVUh8/OcLahkBF/urkTVrSJS9dmCDsc9Ec9k6T2a9kQ1OQuzY1TYqxuJ0UrfpyRd2oGaXTGPQQ8rrorDPDRh/c00l90DvntaoMNMWi8pc/OcmXnrlAXcDDX71zN//lXw9xZjjNt375dhVeplgydnXW8Zuv2czfvmsPv/7NV/jSMxdmFDZQrA6klE9IKd9ivf6klPJ71ut/lVJukVJulVJ+VEpZsJbnpZQ7rL/bpZQHF/qbs+W9nBhM4nE6yBUXng8Z9rmqClMf6otX1bkq/+xUSexJD5rg7i1NRAMePC6HPctb2dzWiI/bZlH8u3NTE8+fH6v52Wy3ks/tYCJTZDRVAGkO9tuj0weed2xstD0Qo+n8ktS+3NQcmubdAzPksndi0qicTcgDqhX0rgZSml7Vcm7hUCLP/u7FqwfZUeevyt8RQG8sy7GBBCMVNfkAXr29dUbDYk1DoKaQTuXlc+fmJls2vVYdtB0dEW7d0IBDUFWqYjRVwOd2XvEQx4DHZXsx6wIe7t/Wwli6QNjnoik4P09pa8RHZ52/SkzF53LaOWdr6v2kCzPPDe3sjHLz+gbOjWRojZhKnbZQUI3126N+9nbV43Y6bKPQcZl5epXPz5cvTpCp0a9VevCP9if5/uGBGuuYK/nn6X2MZ0v87MRwVUFw20Cb2v9Z/30uJzs7o1WFsqtFQgRvuL6NiM+NlNglBGohhGD9DPlvxwYSVf1Emdaoj/VNgTkndqai3BmKy0bTDf55Xy/vunktH79vEyGvi4Km8xvfPMBousA3PnpbzThmheJqsbYhwNqGAM+dG2NnZ5QvP3OBM8Mp/uTBnXbIgUJxqcxnoHPjunrGM4VpdbbmQyKnVcmlt0V9NcPmZgvv+unxYSJeF3fdtMaeLKtUf3RaNYFmwikEt26YbsCtqffTMMvANJEr0RLxkcgViVqiIK4aOciV3rCuxuA0cYKrYfQ8dLDfVpqrDFcr6tWDT30OZdig11U7/+sK4fc4cQgYSRUIW57SmVisaalNzSHi2RKDiXzNWlm1iPhcPHkqOW85eq/Lyau2t1RdL/suTpAvmd67Oys8k9vawvTFcjVFLa40Ze/PXMe20qMUz5Zoi04amB6Xw76nXU4HzfMIi93SGsLvds55PPMlnXi2hMflmNF4XiiVtsZAPEdzyDtrhNS2tjAbmmurFj55epTXXNc6rwir5rCXN+5srwoVLwesTw/xnuzf6gJubq/ov6aWLSiLFY2nC6xtmL8YUkEzcAhBZ72f9Y3BmiGOHVEfp4aSdnmR+aJGJorLoqzsdLg3wUTGTH7XDIOPfW0/8VyJr39EGWeK5cPNXQ188i3X89Cv38XR/gTv++KLjFv5DgrF5TLb0HA8XeD5c+MLEpgoE/Q6yZcmByQRn7sq70JaH7mmuBzKeSEC06jbvbbukgdo+3smpoUdAuztaqhSVJtKxOcm4HEi5aQS21xkChq6PjmEemBn25yKl4vBvVua2dYW4fU72qryZaY6zDR9eXnfdcPMcSmH3/ncDluy/YogzNyb2zc2mgWx53lR77sYm1b0ey4iU4RfmkLeaaG8YBrFe9bV0bgEkTo+t5NTQyk7dHg+3L2laUY598FEbl7Kw7FMcc5aWgBF3WAomSeRK9UUwLkUKucoHtzTWeVVKjN5WQgksmb/Ud5+vukv+ZLORKZYVWZkLg9aQTP46YmRqr63VgRNa9TH5tYQydz8z6PH6cCQkt6JLC+eH69pLLdEfPzCLet4/fXzq8tXRhloikvmiVMj/Mo39uNyOvjLd+6mNeJjLF3gPZ9/AZdD8FWVc6ZYZnhcDnZ0RPC4HCTzGq1RLw9+5llODCaXummKFcx8Zu1HUgW2tIS5rj0y57pTaQh6bAENgJNDSUZSkxML5dCZqQOUoJVDIgRsbwvPOFk2Hy/y3nUNHOhZeNhc0OvC53YSz5bm7WnJFPSqHBGvy3lVQh79Hicuh8DvcVYdy6keM2OZhUc7HYL7t7bY4Zl9sRxH+69cnyYQxDJFXumOzUsgp8xN6+pZP0ftp7lY3xRka418p91r6tjSEl6S0NjeiSxBr2taseupVDbN53bO6PHe3haZVw6h0yGm3bu1dj/iM8V5gh6nHQZ7ucznHqg8F6eGUjx9ZnSWtedHvqTz4oXxqkLz5cM4NWex/N7ndnLP5iaePzc+63fftK6era1hMsX5G2gSc2JsV2eUom4smgEMKsRRcQm80hOjqyHAbRsaWVehCNQ9nuGDX36JOzY18qcP7qwZxqJQLAciPjc/+537cDkEv/bNV3jH/32OP3/HLt5+49ULS1KsHsLzmIja0R6pUsJbCGeH03RVzFBvbglVCXbMVLfnrs1NPHJ8CIHgh0cGaY34uH1Kntkbrm+bl/pcrqTbCfaXQnvUV1OKuxZRv3uaN/Bq8EpPjJDXxe41dVXLpw5Gt7cvngDHYlFpHLzv9q4ZPTCLNWm6tiFA0OOiUJr/NX18MMlIKs+bdrXPvfIKot0qOq/pxlUd92ycp1c5X9LpncjicIhFU9GezxyFrcIpTAN66n11KZQLcBs1woynGryV7yVwy4ZJoZsd7RFKUzzhQpjlD+YqlzD1N8o1FXMlnY5ZilwvFDWCViyY7x7o5+hAEr/HaXcQL12Y4B3/9znefmMn//PndinjTLHscTsdCCF44852/uitO/jTHxzjd//l0IxhGArFTAghePOu9llzQfpiOR45Prva2kw0hrxVIX8lXVIyJq/TsM/NW3d3TNuuPLuuS8nervqaMtfzHbB1j2cYSiwsh6KSnZ3ROT0MZeqD7iXJDb1zU1PNQeRUA20hSpxLQV3AQ1uNgeIbd7bPqtw3X5wOQTxbYteaKK/a3jL3BhYjqTwbmoKrsg7q2dE02hy5iUuJZkgm0kWODiyOh2chIlsCSGRLVSUsLpVsUeNof6IqB63clEqBmHu2NLO1oizISCrPhdHJIt1bWsPs6JgezdAR9c0pAjQTm1tChHyL5/dafXeJ4oowksrzi198gWxR408e3Ml9WydnUr/1Ug8f+crLfPKtO/it125dkhADheJSeesNHbz71nX87bv28MPDg7zn888zvMBkXoVirkkpXcppBYbnS8TvqnrwZwratEFELclmp0PgdzvxuhzUBzxzilvMxnUdEQYSublXnIF0QbMHUO6Kmm61aI/6q0I6l5rlPPBeCB6XY1Fk6Mv1tw72xvnh4ZlLM0xlW1t4QSGRK4XhVIGgxzXnZMfVGRpN/xGf22nJ9nsWxUCH+YnNVO7vYDLHsUUwDg1p5taWC0ODGUa9t6u+6tpuCHqq+uT2iJ/cPPL6XE7HJdfSe/7c+KIYoXZbFu2bFKuSVL7ERKbIuoYAH717Y5UUalEz+LMfHufhY0N846O3cUON2VmFYqVw/7YWXv7Ea/mrh09y318/zu+9YTsfvnvDUjdLsUrorPOTzJfmXrEG/bEcHRXy5DsXMMgqJ6Yf6U/gdTm4vuPSBmhjqQK711z64G73mjqCVvHk11w3f6/LcqCcO7erMzrvsLLVjBCCvV319E5kFxS2W67BdTUVLq8GnXV+sgUN3ZBXvFD2pVDUDA73xSnpckEhqbMxrxy0ch1GIdjeFmF728Lzb6cSmkEhtVZB7Uokcl7CObMJHs3F3Zubatbuu1SUB00xK995pZ9/fLEHIQSv2t5ie8cujGX4D599juMDSb7/63cr40yxKgj5XPzJgzv55Xs28jePnOJvHznJ5548VzPeXaFYCD0TWV6+MDH3ijXwuZ2XHXp707r6SzbOwBTu6KlR42e+nBhM2vWFvC7nsg8TrOTWDQ28enuLMs4q6IvlcDsdC5osEEKwrW355e9dLrmiTn98bu/yUommOR2C5rCXeLbIwDzaOR9m84CXqbRVhhJ5XrrE/q+SVL7E46dGZq0TV4uCZjB4GSHa88HlXBwPtf19i/ZNilWDlJJPfPcov3LvRt5/e9c0t/x3Xunjj753jF+6cz2/+ZotKt9Mser4nddv4203dPArX99PQTP4uRs7SeZKtIR9886jUSgqCXqd3HiJIY71QQ8hz9I+rjc0B7k4lpl7xRnY0hIiskJLrqw0g/JqkCvqJHKlmvLqM/G2G6bnSa4GUoUSDUHPnN6zssDFlaSWA8fpEHQ1BsmW9Dk9TfOlLerjwhz9QbktPrfDlse/XNxOB0gzF20hBm/A4yTiX1kmz8pqreKKIqVkIJGns87P7RsbCXldVbMBsUyRP/7+MZ4/P87n338zd2yaXrRUoVgtbGkN86P/dA//44cneOPfPc1N6+p43Y5WfuGWdWQK2ryLrSoUAHV+D6OpS6u5N5Eu4gwLoiydgdMXy9oFri+FlgXWv1Isb7a3hxet3MDyCwpcGEGPa1FD2xYbw5A8cXqETEEjnr20MOup7OqMsmOOkiHllJj2qJ+o370gY34mfG7ngoRpyoR97suKIFgKlOtDYXOkP8GvfH0fUkredkOHXdBUSslDB/t57aeeRAI//k/3KuNMcU3gczv507fv5G9+fjdH+hM8eWqU00NJ7vvrJ8jNs+iuQgHQPZHh5NCl1aYqaPq8EtyvJFG/+5JVHOdb/0yxcnA7HYvmVVzpqo5Oh5ixxuDVptad5nAIdnXWLWrpCiHEnNFT5TqMgUUU/EnkSjx0sJ9EbnEMzeWMmgJW8O2Xe+mo83P3lib+7VfvrFJh7J3I8smHjnJqKMXf/PwNlzRzoVCsdF69vZVHfquBP/7BMd7zhRf5vTdsx+d28KVnLiBAiYko5qQl7LMLCS+U9jr/koc41vk95C9BYOD+bS3zyldRXLvMp9D7csbnds67xt9S4XU7EMIMTbxaOBxi0UM6Ax4nXZdZ7HyloHrNa5i+mJnw3Rjy2LG55RmxZL7En//4BG/49FN0NQZ55LfvU8aZ4pomGnDzqXft4S/+w24+/bPTfODLL7G9Lcy9W5uQUvI3D59iPH1pIWyK1Y/bKS45xLGoGWjG0tbnG0zkLmnWOup3LyvJfMXyY6V70FYCz50dpy3iW9Q6XUuB2+lgz9q6ZeOxvJKou+IaJZ4t8q7PPU8yX+I117XaxTlzRZ0vPXOB+//6Cc6NpPner9/Ff3/b9UumPqRQLDdet6OVn/3OfezqjPKxr+3jX/b3EcuWcDgEIZ+L/niOw33xpW6mYpnRM5GlP35pKogbmoJ2yPlSURfwqCLuiitC3TUw2L5azFSH9oGdbbz/jvU0XEYe6XIgkTVDHOPZyxccWe6oUfc1xvcODRDLFPngnet5/L/cb3vMUvkS33ihhy8+fZ5NzSH+/r03cuempiVurUKxPAl4XPzeA9t55941/PH3j/PaTz3Jx+/biGHAiYEk+3ti7F5TRzxbpC6wsh+IisVhQ1NwRYfm+NwO2q9ieJTi2qEx5F11tdEUV4awz8WNa+uvCVVV5UG7BihqBg8d7EdKyabmIDeuqwPMcMYzwyn+6KGj3Pnnj/HcuTH+7y/exLc/focyzhSKebCxOcRXP3wrn/3Fm/jZiRHu+avH6Z7I8huv3oyUknd+7nmO9ieWupmKZUC+ZHB2JL3UzbhkJjJFhpJXto6QQqFQzEVjyHNNhE0rD9oqJlvUyBV1Qj4XPzoyyL1bmrm+I0pRM/jB4QG+/nw3xwaS/NyNnfzrr965KgtIKhRXg9s2NvJPH7ud58+N8+mfnuF//+wM77l1HZ97301sag7x7NkxvndwgL985+6lbqpiiRiI54it4LCcgMelQhwVimXOypZbmZt0UePxkyPct7V51UenKANtFVLQdLwuJ//r0dM0hrx8/L5NfPYX97K/J8b3Hh3gR0cGaQx5eP8d6/nSh25R+WUKxSIghODOzU3cubmJQ71x/t+zF3jL/3mG117Xylt2t/POm9cA8I8vdnPnpiY2LEJNGMXKYXtbmG2s3Ekwn9vBumWuVKdQXMtsag6t+jDkiM/N/dtaFlW6f7miRuarhHxJx+10cHE8wwe+9BJP/d6r+C9v2Mbp4TR//qMTfP/QALqUvGV3B1/+0C3sXhOdMZlUoVBcHjesrePT776RoUSeb77Uw5/98AS6Ifm5GzvJl3Tu2dxMQdM5M5xmZ+fKKp6puDQGE3nOjaa5f9vKVMPNlwxG04VlLyeuUFyrXAvPkpJukCvq14SKozLQVjDpgka2oNES8fHOzz3HH731evasifLJt1zH//zRCR49PkwyX+KNO9v523ft4dYNDThVwVCF4qrRFvXx26/bym+9ZgsvXpjgX/f38eOjg7x8McaetVFODqX49q/cQVE3romk52uZfEknsMS1zC6HhqBnxSvAKRSKlU1JN3jxwjiv3t5C2Le6jTQhpVzQBjfffLPct2/fFWqOYi76YlkO9sZ5y+4O/ubhU3hcDn75no386Mggz58f52cnhgl4XLxuRyuv39HKLRsaVI0RhWIZkS1qPH5ylB8dHeSxE8NsaApR0HTef3sXH7prdRe8FkLsl1LevNTtWCwW8jzUDYluSDwu1R8rFArFpaLpBk6HWBVRYLM9E1fudN41wJnhFB11fgwpeffnX+Df/+NdZAo6x/oT7GiP0BB089SZMW7800fY0BTi9Tta+fpHbuP6jsiquHAVitVIwOPizbvbefPudnJFnSdPj/LdA/381U9O8o0XuiloBp/6hT3ctK5eebxXERfG0pwdSfPAzvalbopCoVCsWFzXiNNBedCWCSXdwO108N0D/UQDbl61rYX3f+lF/vPrtnLTunoePjqEZkieOzfGk6dHiWdL3Lmpkfu2NXPf1mbW1Ku8AIViJZMv6fz0xDD/uq+X44MpMgWNzS0hPnbvJu7Z2kRkFYRzXMsetP54jnReU2q5CoVCoQBmfyYqA22JSOZLPH16jDfvbuehg/187+AAX/rQLTx+coSwz8W6xgAvX4jx4oVxXjw/wbnRNDs6Ity9uYn7tjZzU1e9Cl1UKFYpUkp+cnSIp8+McWwwyeHeONd3RHjjrna2tYa5b1vzirz/r2UDLV/SKWjGNZHcrlAoFIq5USGOS8xwMo/X5SDqd/OBL7/EX71zNx6ng+8fGuBNu9q4aV0dPreTv3/sDIf7EhzpTzCWLrB7TR23bmjgD9+0nb1d9as+IVKhUJgIIXjjrnbeuMsMh3vmzCjnxzK8dH6Cv3n4FH63g51rogQ9Ln7prg101vkJ+120hBcmsazpBrmSTtjnJpEtkdd0WiM+zo+m8bqddNb5ee7sGNvawjSGvFdiV68ZeiayXBjL8Ibr25a6KQqFQqFY5igDbRGRUpLMaUQDbp49O8ZYusCDezr50x8c5+auBnZ0RNjZGeXb+3rpj+UYTRe46U8fJZnX2NISYveaKPdsbebXXrWZ7e1hpeqmUCgAuHtLM3dvaeYDd6znU5pOfzzP9w7288SpUf7nj05wajhF0OPk7s3NXBzPsL0tzLtvXcdnHj/LL9+zkXu3NvPAp5/iax++lZIheev/eYZX/r/X8fTZMf7Xo6f53q/fzfcOD3B2OMUfP7iT7x4coLPOxy/cso5Hjg8TDbiVgXaZ1Ac8eFpXntdToVAoFFcfFeI4D144P87+7hiablDSzePVH89RH3BT0iUvnB/n5vX1XBzLcrQ/wXUdEUaSeTJFjZIuiWdLBD1OWqM+2iI+2qN+NjYH2dQcYnNLkHUNQaXspVAoLplcUef4YILjgylODSbpi2XpjeUYiOXIaQZ+t5OQz0VrxIvf7cQhBHUBN16XA6/LgdPhQAiBQ4BDCETF/zfvaufm9Q2L0s5rOcQxlS+RLZoeSoVCoVAoll2IY1EzODti5lSlCxrj6QJdjUES2RJF3aA57CWWKeJ0CiI+N+PpAkGvC5/byUA8R3PYi0MI+mM51jUGyBY1RpIF1jcFGU7mSeZKbGkNc3wgidsp2NIa5rGTw2xsCrG+KciXn7nA2/Z0EPK6+Isfn+STb9lB90SWrz53kf/+tut5/NQIL1+Y4Pce2M7nnzrH6eE0bqeDp06PsKEpyNbWCC9dmOCuzY00BD20RLy0hn1sbg7x9hs7iPjchHwuQl4XYZ+b1ohXhScqFIorht/jZG9XA3u7phtSuaLOeKbAeLrIRLZIoaSTK+nkS4adF2VIiZRmFIAhwbD+SymvGcWsK81APE/3eIbXqxBHhUKhUMzBkhhoE5kiv/GtV/jZ79zP4b44n3vyPF/78K187/AAJweT/I+f28Wnf3qazno/H7t3E7/5Twf4pTs38Nodrfz8557nGx+9jajfzVv+z9Mc/u9v4MRgir/6yUn++Vfu4OWLExzsifPf3rKDly6ME/C62NIa5khfkrDPzfqmIKPpAkXNwOETRPxuDCkJeV3csNaswr65OUTEZx6aN+5s5407YW1DgHRBw+dy4HI6+ORbdyzFoVMoFIoF4fc4WeMJKKXXJaYt6lMCIQqFQqGYFyrEUaFQKBRXhWs5xFGhUCgUikpmeyaq2BWFQqFQKBQKhUKhWCYoA02hUCgUCoVCoVAolgnKQFMoFAqFQqFQKBSKZYIy0BQKhUKhUCgUCoVimbBgkRAhxCjQfWWas2JpAsaWuhErFHXsLh117C4PdfwunUs9dl1SyubFbsxSIYRIAaeWuh1XgNV4b6zGfYLVuV+rcZ9gde7XatwnuHr7NeMzccEGmmI6Qoh9q0mZ7Gqijt2lo47d5aGO36Wjjp3Jaj0Oq3G/VuM+wercr9W4T7A692s17hMsj/1SIY4KhUKhUCgUCoVCsUxQBppCoVAoFAqFQqFQLBOUgbY4fH6pG7CCUcfu0lHH7vJQx+/SUcfOZLUeh9W4X6txn2B17tdq3CdYnfu1GvcJlsF+qRw0hUKhUCgUCoVCoVgmKA+aQqFQKBQKhUKhUCwTlIFWAyGEUwhxQAjxgxqfdQkhfiaEOCyEeEIIsabis78SQhwTQpwQQvxvIYSwlj8hhDglhDho/bVczf25mlzGsftLIcRR6+8XKpZvEEK8KIQ4K4T4ZyGE52rty1JwBY7fV4QQFyquvT1XaVeuKkKIi0KII9Y+7qvxubDuybPW8bup4rMPCiHOWH8frFi+1/rOs5X382rjCh27Vd/nCSEesPbxrBDiD5a6PfNFCLFWCPG4EOK49bz6T9byBiHEo9a5fFQIUW8tn/H8Lzem9p8zPT+EEF7r/Vnr8/VL2vBZEELUCSH+VQhx0hpb3LFKztV/tq6/o0KIbwkhfCvtfAkhviyEGBFCHK1YtuBzM1M/ulTMsF9/bV2Dh4UQ/y6EqKv47A+t/TolhHhDxfJl00fW2qeKz35HCCGFEE3W++VxrqSU6m/KH/DbwDeBH9T47F+AD1qvXw183Xp9J/As4LT+ngfutz57Arh5qfdrGR+7NwOPAi4gCLwMRKzPvg2823r9OeBXl3ofV9jx+wrwzqXer6tw3C4CTbN8/ibgx4AAbgdetJY3AOet//XW63rrs5esdYW17RuXej9X0LFb1X2e1cefAzYCHuAQsGOp2zXPtrcDN1mvw8BpYAfwV8AfWMv/APjL2c7/cvyb2n/O9PwA/iPwOev1u4F/Xuq2z7JPXwU+ar32AHUr/VwBncAFwF9xnj600s4XcC9wE3C0YtmCzs1s/egy26/XAy7r9V9W7NcOq//zAhusfrE8Dl42fWStfbKWrwUexqzv3LSczpXyoE1BmF6JNwNfnGGVHcBj1uvHgQet1xLwYV6IXsANDF+5li4/LuPY7QCeklJqUsoMcBh4QAghMA2Rf7XW+yrw9ivQ9GXBYh+/K9nWFciDwNekyQtAnRCiHXgD8KiUckJKGcM0dB+wPotIKV+QZs/8NVbxtTcHCzp2S9nQq8itwFkp5XkpZRH4Jybvx2WNlHJQSvmK9ToFnMAcMD+I2cdCdV870/lfVkztP+d4flTu678Cr7HWX1YIIaKYA8svAUgpi1LKOCv8XFm4AL8QwgUEgEFW2PmSUj4FTExZvNBzs+z60Vr7JaV8REqpWW9fAMoRPA8C/ySlLEgpLwBnMfvHZdVHznCuAP4X8HuYY/gyy+JcKQNtOp/GPFnGDJ8fAt5hvf45ICyEaJRSPo85aB60/h6WUp6o2O7/CTPU5/9bDh3LFeLTXMKxs5Y/IIQIWC7mV2HOajQC8YpOoQ9zILFa+TSLe/zK/A/LTf+/hBDeK9P0JUcCjwgh9gshPlbj806gt+J9+VqabXlfjeWrkcU+dmVWc583176vCKxQsRuBF4FWKeWg9dEQ0Gq9Xin7+mmq+8/Znh/2PlmfJ6z1lxsbgFHMe+mAEOKLQoggK/xcSSn7gb8BejDHSwlgPyv/fMHCz82KOGdT+DCmhwlW8H4JIR4E+qWUh6Z8tCz2SRloFQgh3gKMSCn3z7La7wL3CSEOAPcB/YAuhNgMXIc5q9AJvFoIcY+1zS9KKXcB91h/779S+7BUXM6xk1I+AvwIeA74FmZ4qH6Fm7ysuILH7w+B7cAtmG75378ye7Dk3C2lvAl4I/BrQoh7l7pBK4grcexWfZ+30hFChIB/A35LSpms/MzyGq8Yied59p8rERdmWNZnpZQ3AhnMsDmblXauAKy8rAcxDdAOzND8Ved9X4nnZi6EEJ8ANOAfl7otl4MQIgD8V+CTS92WmVAGWjV3AW8TQlzEdMe+WgjxjcoVpJQDUsp3WJ3lJ6xlcUyPxgtSyrSUMo05u3CH9Xm/9T+FGR9/69XZnavK5Rw7pJT/Q0q5R0r5Osy439PAOKZr2WV9xRpMo2Q1ciWOXzmcSUopC8D/Y3Vee5X32Ajw70zfz36qvYrla2m25WtqLF91XIFjdy30eTPu+0pACOHGNM7+UUr5HWvxcDkczvo/Yi1fCfs6rf8E/o6Znx/2PlmfRzGfN8uNPqBPSvmi9f5fMQ22lXyuAF4LXJBSjkopS8B3MM/hSj9fsPBzs1LOGUKIDwFvwZyAKxueK3W/NmFOEByy+o01wCtCiDaWyT4pA60CKeUfSinXSCnXYyaiPialfF/lOkKIJiFE+bj9IfBl63UPpnfDZT387gNOWO/LyjBuzIt7morMSudyjp0wlbcarde7gd3AI1YH8DjwTmubDwIPXfGdWQKuxPGz3pcfFAIzFn7VXXtCiKAQIlx+jZnMPHU/vwd8wFJnuh1IWGEoDwOvF0LUW7O6r8cMTx4EkkKI261j9wFW4bV3JY7dNdLnvQxsEabqnAfznv3eErdpXljX85eAE1LKT1V89D3MPhaq+9qZzv+yYYb+8xeZ+flRua/vtNZfdp4OKeUQ0CuE2GYteg1wnBV8rix6gNutsHzB5H6t6PNlsdBzU7MfvdqNngshxAOYIcRvk1JmKz76HvBuYSptbgC2YApsLes+Ukp5RErZIqVcb/UbfZjiSUMsl3Mll1ApZjn/AfczqQT1J5gXJZidwxlMD8UXAa+13An8A2bC9XHgU9byIGZs9WHgGOasnnOp92+ZHTufdcyOYyaf7qn4ro2YN/tZTBVD71Lv3wo7fo8BRzAHyN8AQku9f1fgeG3EzMM7ZN1jn7CWfxz4uPVaAJ/BVJU6QoXCIGY8/Vnr75cqlt9sHbdzwN8DYqn3dSUcu2ulz8NU+jptHZdPLHV7FtDuuzHDrg4DB62/N2Hm9PzM6mN+CjTMdf6X49+U/rPm88PqM//FWv4SsHGp2z3L/uwB9lnn67uY6nEr/lwBfwyctPrYr2OKq62o84WZUjAIlDAH+B+5lHNTqx9dhvt1FjP/qtxnfK5i/U9Y+3WKCrXj5dRH1tqnKZ9fZFLFcVmcK2H9oEKhUCgUCoVCoVAolhgV4qhQKBQKhUKhUCgUywRloCkUCoVCoVAoFArFMkEZaAqFQqFQKBQKhUKxTFAGmkKhUCgUCoVCoVAsE5SBplAoFAqFQqFQKBTLBGWgKRQKhUKhUCgUCsUyQRloCoVCoVAoFAqFQrFMUAaa4ppBCHFRCHHzHOvsEUK892q1aT4IIX5LCNGx1O1QKBQKxepBPRMViuWLMtAUimr2AJf0MBJCuBa3KTa/BaiHkUKhUCiuNntQz0SF4qqjDDTFNYcQ4itCiH8QQjwshDgphHhUCFFvzcj9CXCPEOKgEOKfrfU3CSG+L4R4SQhxWAjxpxXfdVEI8edCiBeBh6xlvyOEOCKEOCSE2CeEWGstf60Q4mlr2StCiJ+3lq8XQqSFEH9mbXOqPGMphPgTzAfRP1ptetVVPVgKhUKhWNWoZ6JCsfy4UrMbCsVy5xbgXiADfBf4mJTyL4UQnwTeKaV8C4AQwgl8G/glKeVhIYQb+KEQ4t1Syn+yvqsduENKaQghPgD8InCflHJCCBEEDCHEBuAvgNdby1uA/dZDDCAIDEopbxBCbAJeFkK8IKX8ZPk7pZT7rsJxUSgUCsW1h3omKhTLCGWgKa5VviOlTAMIIZ4Dtsyw3lbgeuBrQojyshCwvWKdr0gpDev1W4F/kFJOAEgpM9ZvPACsBx6r+B5pfc9pwAC+YG1zTgjxFHAfcP6y9lKhUCgUirlRz0SFYhmhDDTFtUq+4rXOzPeCA0hKKffM8l3pefyeA3hMSvmuqR8IIdbPY3uFQqFQKK4U6pmoUCwjVA6aQlFNAohWvD8FjAoh/mN5gRCioxxDX4PvAr8ihGiw1g0KIfzAT4BXVypmWepYPuutA/iItXwDcA/wxAxtUigUCoXiaqCeiQrFEqAMNIWimp8BWInP/yyl1IC3AK+zlh0FvgM019pYSvmPwD8CTwkhDgGPA41SynPAzwN/ZyU9nwD+EnBam2aATiHEQcwH129IKS9Yn/0d8FmVEK1QKBSKq4x6JioUS4CQUi51GxSKaxornOOolDK01G1RKBQKhWIpUc9EhUJ50BQKhUKhUCgUCoVi2aAMNIViiZFSXlQzhQrF5SOE+LIQYsQKuyova7DqOp0p13eqsd0eIcTzQohjVtjWL1zdlisUijLqmahQKANNoVAoFKuHrwAPTFn2B8DPpJRbMPNp/qDGdlngA1LK663tPy2EqLuC7VQoFAqFYkaUgaZQKBSKVYGU8ilgYsriB4GvWq+/Cry9xnanpZRnrNcDwAgziB4oFAqFQnGlUQaaQqFQKFYzrVLKQev1ENA628pCiFsBD3DuSjdMoVAoFIpaLLhQdVNTk1y/fv0VaIpCoVAoVjP79+8fk1IumWdKSimFEDNKFwsh2oGvAx+UUhozrPMx4GMAwWBw7/bt269IWxUKhUKxupntmbhgA239+vXs27fv8lulUCgUimsKIUT3EvzssBCiXUo5aBlgI7VWEkJEgB8Cn5BSvjDTl0kpPw98HuDmm2+W6nmoUCgUikthtmeiCnFUKBQKxWrme8AHrdcfBB6auoIQwgP8O/A1KeW/XsW2KRQKhUIxDWWgKRQKhWJVIIT4FvA8sE0I0SeE+AjwF8DrhBBngNda7xFC3CyE+KK16buAe4EPCSEOWn97rv4eKBQKhUKhDDTFKkdKiWFISrrB9w4NYBiSC2MZ/vA7hwH46fFhPvHvRwD44tPn+dyTpi7A3z92hmfOjAHwxKkREtnS0uyAQqGYN1LK90gp26WUbinlGinll6SU41LK10gpt0gpXyulnLDW3Sel/Kj1+hvWNnsq/g4u6c4oFAqF4pplwTloCsVy5+kzo9QHPOzsjPKm//0Mf/y269nbVc+/7OvlVduaaQh4uGtzEwA3rK1jTb2fRK7Ezo4oqYLG0f4ETSEvhjQYiOf45os9dDUEEA54z+df4N//410UdQPdkET97jnbky5oDCXyDCfzjKULjKWLjKULFEqmBoHTAU0hL2vqA+zqjLK2wY8Q4ooeI4VCcXXpi2UZSRW4ad20OtkKhUKhUFShDDTFquC5s2M8f36c33n9NnoncpR0A4jyjY/cSl3Ag9Mh+PpHbkPTDY4NJOmL5fj1b77CqaEUF8YyaIYk7HMR8bmRUlLUJZphkC/p5EsGj58aIeJz4XO7eO8XXqCkGwzE89y7tZl8SSfic+N1O8gUNLIlnXi2aBllBdIFjbqAm7aIj+awl6aQl8agh6DXCUBJl5weTvPTE8Mc7U8S8bt448523rl3DTs7o0t7YBUKxaKQLZr9gkKhUCgUc6EMNMWKJZEt8YH/9xL/9Mu3s7YhQFk7+723rbPXaQx50XSDJ0+P8dCBfh49MYzf7eSOTY3ctK6e9966js0tIeqDHtzO2hG/+ZJOMlcili2RyJWIZYsksiWyRY2SLnn0xBC5ks6uzihSSnauiVLnNw2ytqiP1ogPn9s5r33SDcmBnhg/ODzIe77wAnu76vnd129ThppCscLZ2hpma2t4qZuhUCgUihWAkHLGkjA1UbLCiqXmM4+fZUd7hFdtb+G5c2Pcur4BVw3jaiCe42vPd/Ov+3sJel08uKeTt+xuZ0tL6IqEEOZLOg/+/bN885dvw+t2ki1qtIR9l/x9iVyJrzx7kS88fZ5337KW3379VgIeNaeiWLkIIfZLKW9e6nYsFgt5Hp4dSdE9nuU1181aJ1uhUCgWnVxRx+0UNcdKiqVjtmeiOlOKFUG+pPPYyWEAblxXx4amIAB3bmqa1uEcG0jwG986wKv/9gmGEjk+/4GbeeJ37+e3X7eVra3hK5bf5XM7+clv3UNjyMtzZ8f4xL8fBaCg6Zf0fVG/m//02i38+D/dw8mhFG//zLOcH00vZpMVCsVVwuty0hD0LHUzFArFNcixgQT98dxSN0OxAJSBplj2SCmJZYt844UeSrrBnZuaWG8ZaJUMxHP89rcP8gv/8AJr6v088buv4tPvvpGb1tVfNdGN8u+8/vo2Pve+vQB84Esv8ezZsUv+zrUNAb724Vt5y+4OHvzMszxxqmadXYVCsYxZ2xDgRiUQolDUJJVXSslXki0t4cuK6FkupPIlfnJ0aKmbcVVQBppiWfPZJ87xD0+dpz3q58sfuqVmnli+pPO3j5zidZ96Eq/LyWO/ex+//8B22qJL2xk5Haax9n/ecyO3rG/gwliG//bdIyw0rBjA4RD85mu28L/etYff+OYBfnB4YLGbq1AoriBH+hI8dLB/qZtxyZR0g+FkfqmboViF9MdzPHZSTTxeLn2xLNmiVvOzQ31xMjN8djUo6Qa54qVFE1US8rrwe5yXHJm0klAJLYplSe9EljX1ft60q23WvKsXz4/zh985QlPYy3d/7S62LMMk/JaIaSgGvU7u3NSEEIKXL06wtTU8L5n+Sl67o5UvfPBmPva1fRgS3nZDx5VoskKhWGTaoj4i/pX7yI1nSxwfTNIaWfmz8IrlRb60+gfbV4P93TE2NoXYtWa6qFhdwM1QIk9TyHtV23R8IMl17WHG00V6JrLcuqHhsr5PSuis8+O8BkoRKQ+aYtkhpeTXv/kKh/sSdDUGaQ5P71A03eAvf3KSX/7aPj56z0b+6ZdvX5bGWSUtYR9v2tUOwLdf7uXkYNIupL0Qbt/YyBc+cDOf+M4Rnjo9eiWaqlAoFpn6gHtFhxiFfS5Vw01xRdAX+AxUzIw+Q4ROV0OQLa2hq9qWgqZzZiRFQTOQSBbDpkoXNXpj2WtC7GT176FixWAYkh8eHgTg2x+/gxvW1tVcbziZ571feJHnzo7xw9+8h/fetg6HY2XNpvz1z9/AbRsbeerMGL/yjf0L3v62jY186hf28GvffIUDPbEr0EKFQrGYHOlP8MjxS8udKOnGgidyFpuhRJ7jA8klbYNidbLSDbTRVIH93RNL3YxZee7cGP+2v49E7url+uVLBgCGlIR9ZumhyyXic+NyiGuipqQy0BTLhlRe498P9JMqaHhdteuGHeqN85b/8wzXtYf59sfvYG1D4Cq3cnG5Y2Mjv/eGbQA8fWYUTTfmve3rdrTy/71lB7/8tX1KnUmhWOZsbglx75bmS9r2p8eHOTWcWuQWLYyI373iB9KK5clKv668bsdVDx1cKDd11TMQz5HIXj0DrZwnphmSfElnJHX5OaxFzWBNfYCwb2HpISsRZaAplpx0QePrL3QT8bv44gdvJjLDjffjI4O874sv8juv28ofP7hzRiNuJeFxOdjSGqag6XzuyXOMpgsL2v5dN6/lHTet4Ve+vm9REnAVCsWVwe10zBh+NBdv3NXOde2RRW7RwsgWNfZ2qRBHxeKjrXADLV/SSeaWToCjkloiZGUD+GqngZSbYhiSXFGnqF3+eS5oOkOJPAuNmdINOaOAynJFGWiKJSdb1Dg9lJq1k/7a8xf5g+8c4XPv38u7b113FVt3dfC6nPzjR2+nPernC0+dX5CM7O8/sJ36gIff+7fDl6QQqVAorjzHBhKXXG7j9HBqyRUUx9NFBhIL99TnSzqlBUQGKK49jBX+3HI5HIviHbpSlHSD08Mp4tkikqt3rMvnVTMkjSEPHXWXH+IY9rnJazrjmYWFOA7Eczx7dvyyf/9qogw0xZKRyJX4yrMXaA55+dO376wpoQ/w+afO8Xc/PcO3fvl27trcdJVbefXZs66OzS1BpJzfjI/TIfj799zEkb44n33y3FVooUKhWCjXd0R5/Y62S9r21FCKkeTCvOuLzfqmIPFLCI96+NgQL5xfWQMjhWIhOB2CLS3LQ6Sslvnlczu5bUMjw1e5D5nqQRtNXf7v50s6G2YQj5uNTFFjS8vVFUm5XJSBplgyskWN/niO2aIbPvP4Wb7w9AX+6WO3s6NjaUN8rha3rG9gc0uYR48P86vfeGVe20QDbr7wgZv57BPnePqMUnZUKJYbmiEZukQv2Ftv6KgpnX01GUrk2d52aYPQ7CoKv97fPcH4AkPRFaubkm4wsYxFK/IlncFEjrqAe1GMpPlSHtoNJfMUdWPGSfiFoBuSkVSBolbtlZ/rntzQFCToXVllTpSBprjqJHIlvvb8RdoiPj7x5h12QeepfPmZC3zluYv888eWv4T+leB1O1r523fdgJSSE4Nzq6dtaQ3zF+/YzX/6p4MMKNEQhWJZcXIwyeG++CVt+/LFCc6Pphe3QQvEkJLeWHZJ27BU6Ia0B4R9sRw9E9fmcZhKvqQTW0Co2fGB5KosMOx3O5nILA+jvVa0qGZIskUzd0vTr2KIozX7bkhTfXGmsd5CCHpdOAQk85Pe/GxR45mzY7OmePSMZzk5tLJUaJWBprjqpPIleieys3rO/mVfL//7sTN8/SO3srF5ZbmlFwshBE0hL/3xHL/97UPzerC9eXc7P3djJ7/6j6+sygehQrFS2dtVf8mF5YuacdmZI8l86bIKAq9rCNQc/F0L7O+O8eOjg/b7xRhorgYG4jkO9yfmvX48W6Sgrb58xIJm0NUYXOpmzEjI6+K69gh1ATdNIc+StCFX0hdlTJLKlwh4XDVVM2cbU+pScn3H7FEIPzw8uKyKpisDTXHV0A3JDw4P0Fnnn9Vz9pOjg/zJ94/z5Q/dwva2ayOscTbW1Af4wW/cjdfl5NHjw3PWQ/qDN27H4xT82Q9OXKUWKhSKuRhLF3nlEmsW3rW5iU2XOVF1YiB5WZ6fE4PJSyproukGuiEp6caKFTHKTMkFdixGxd1VwMbmEPdtnX/piO3tETyrsMCwUyynulzT77FkvsTJoSRj6SIHL9GLP5XTwyl+cHhg1nXKIiFSSqTlRbtcXA4HuZJGpjB5TwpL03E2sZn1jUFS+dlzaDXDqPrepWb13SmKZct4usAPDw/OOoO2v3uC3/2Xw3z2fXu5aZ2SdC7jdAgyBY1/fLF7TvUit9PBZ957Ez8+OsS/H+i7Si1UKK5t5qphOJzMX5LIBsCjx4cvOTyyTFPYe1men4agh7MjCw+zPDOSpnciy6d/eponT19afux4unBVlSC1KcZk2SArL1tuHjTDkHSPZ+a8Bh89PnxJ53Amzo+mF6Q4/PSZ0VUpGBPyuSiUlu8EhMshCHpceFwONi9SRNJwMj9n/brKw+H3OBlLX74R6/c4CXpdVZ6u8nzJbAba8cHkvJQfr3TFB8OQPHSwf179mTLQFFeFw31xmsNePvu+vfjcteuX9Yxn+djX9vPHb7ueu7esfrXGhRL0uvjKL91Kc9jLv+zrnXWmpyXi4zPvvZFPfvfYiou7VihWGsPJPD88MjjrOjs7o7zmutZL+v6OOt+CVcum4nE6mMgUePnixCW2wU9DYOHhUde1R1jfFMTlEAwnLk0k5ZmzY5waunqFun94ZJBjA5P9ptMaAR6xwvmWnYEmJQd747xwfvZzmy1qi1auIV3QSOU1zo/O/7yUQ9OWqyFzqYymCkT8bsQy9awGPC7WNgRoCnlwLNK1W2mc5Ut6zXMqK/5nixpe9+WbHLFMkUxBp7EixLH807NdVhGfix3zqCX58sXxS66XFs8WZ5wkKS8v18KcT2kJZaAprji5os4ffucII7OoByVyJT781Zd5723r+A9711zF1q08NN3glZ44E3PMBt22sZHffM0WPv71/VUJtQqFYnGZT95C70SWR47N39tQyfUdUdqjfvv9cDK/4Hu6ezzL4b7kJQsIPXdujMZLyF8ZSuQZTuZpCHrwe2pPzs2Hq1Er64eHB22Vu2Ru8viWx7QXxjLW++U1EHc5Hbzthg7u2NR41X7z2bNjHBtI0Fk//7DXppCHkWSe7x2aPTRuNo4PJNnfXR0qLKVcUmGsqN9NpqDN6cG8GtS6TcbSBQ71xnE7HPTHFuc4Vd6PDx8bIpmfbtRUruNxOmi5zEkmgIDXidNRHVJaru1WaTTGs8Wq9+1RP+dmEVo6N5pGSknU77nkXNvjA0myNZ4F/fGcPYG3kO9WBpriihLLFPF7nHz/1++mNVK7SGFJN/i1f3yF7W1h/vNrt17lFq48XE4Hf/6OXaxtCPBv+/tm9aR99J4NXNce4Xe/fWjVzVoqFMuF+XhUirpBU9hLUTNILzDP4aGD/Tx3brLI9VAiT2KB4ZIbm4NczuT5de0RDvfNXxCiTCpfIp4tMZws2ApyBU2fJpNdydNnRpek8G/U76ZoDbIre8upXodl5kCjqBkc7U9Oy5W7kuRLOg6HYH93bN7PllxRp3cOA+Fof4KDvfEZP1/T4GdzcwjDkAxahdPTBe2SPcOXwtTJkXLY3XzC43JLUHIi5LU8aGEv2+ZRKiORM4XcZqPylHfW+QnUmHyp9Gy5nQ6O9l9+NI/X5aQxWD1RZNdbq2jUk6dHOT1sencNQ/LSxQn8M0Rv6YbkaF8CQ5r3tse1cNNISklz2EvIM13Kvz+WJW0ZsGVj8sdHhuac2FMGmuKKIaXko1/bx/Pnxmd0q0sp+eRDR8kUNf7m529YNPf7tYBuSF6+ODGrJ00IwV+9czdnR9P8w1Pnr2LrFIprh/kYaJuaQ7SEvTx5epSfnRhekFrYzesbqhTInA7BQp04qbxG1H/pSfpRv5vNl1DodUOTmZzvdgrb+Hn85CiPnRyeta1T81vKQgBXkpu66mivMZE41WPmciy/oVNe0zncaxrQr3THrrjBEs8WyRV11jUE5p23UxfwsG4OoZmuxgAbmmZWRPS5nHjdDjRDcn7U9GiGfW4e3NM577ZfDmPpAo+fHKla1juRpaAZcw7sR1J5Hjl+aV70mZjPhI/P7aQh6KGoza9eW38sZxs3M1E5VtvUHKrpGao03FN5jY662pP0C2EkmadnIktdRbh1+VemXoeVJQW2tIRmvK6cDsFbb+jA6RCcGUkzVBGKPbWMRFEzeOhgf9Wykm6QK+n0TGRJ1fAknhxK2cezfEi2tobmfG4sv15GsSqQUiKE4MsfuoXbNzbMuN4Xn77A02fG+Pz7b54xN01RG6dD8Bf/YTdrGwI8dLB/xgFf2Ofmc+/by2ceO8vz51ZfgrZCsdSUH7SzJc2fGU6xvzvGHZsauX9by7zV7HRD0hL2Vs3+BjxOQlOKrvbHc9NUysoJ6UXNYCCemwzfu4SQ5x8fGSJwCX30eKbIhqYgdQEP0YDZ5oKmzyoW9aZd7VUhnbU4PZyaM8x7oTx6fJjhGp675S486HE5uGV9g527/eKFcX4wQxjhpZi5hiGrBtvxbJHhZIF8ySDqd88pFlFmR0dkzlzKgmbgncXQefT4MA8fG0Ii7XsgU9B46GD/gj3Tl0KtfW2L+jCknNM7VvYaj6YKPHPG9Igf7U/QPZ655PacGkrxsxOTkx21zkR/PMfLFyfIazrj8xDq6Kz3c+McIm3lSQvdkDx1ZrTmsZcVr4JeJ/Uz5LB2j2fmfQ01hrxE/e6qXMrytTnVk1v2VjkcgqjfzUsXJmr+TlEzeOjQALoh2bO2zlabHEnleepMtbBRWdyj8rf6YjkePT7M+qYg+RqlBDxOB03WdV/28s2naPYy73YUK5X/9ehpvvLsBaKzJM4+fGyI//PYGb78oVsuOwH+WkY3JE+eHmUkOXOO39bWMH/2czv5jW+9UjU7pFAoLp/yYEUzZjY6gl4XjUEvY6kCL5wfpzTLumUMqzTJ9w8OVNXhSua1aQOifRcnOD1cnWORsPKodEPidAp8bgeGlIxeglBEUdcvSRXW63LgcAhGU4VZwxoreehg/5whVicGk5wcXFwBpF2dUUpaebA3udzjrDZM5WVXpVtcMgWNF8+P23lYrREfOztnr/m0EJ44PVIlQFLSJdvawrRHvRzpT8w7P/Cp06NzKnk+d258VqXHB3a28ZbdHUgJg9azzOkQtIR9uJ1X3staa1cFpsrpfB2r/fEcZ0ZS5Io6miHJlww03bAnWIqaMWc5HTDv64DXyRuub5s1zLQ17GVXZ5SIb35ecK/LMafR6Krw/mxvi1AfmO6dr2ySGeJYO0T69HB6QeG5DUFPzZDKqYes/Pv5ks6zZ8eoD7jt0gBH+hLs756w2iZoi3iZyBTZ3x0j4jeNp9m66KkhnhuagmQLes1UHpdT2O0tb/fShYk5Jf2Vgaa4Irz3ti5ef33bjJ8f6Uvwu98+xN+/9ya2ts4dE62YGadD8Kl37WFdY4BnzozN2FE/uKeTt+zu4Ne++cq8B0oKhWL+zDYL3BbxEfQ6OdyfIF+aPQerTPnb7tjUyO41dfbyiM9VM8xuasRM2YiTSAZiOXxuJ8cHkgxcwiSNZki2z0MFbSphn5tTQyk8Lge5ornPc4X2tIR9hH1zzzAvdtRjyOuis366587ndtBRN7l8uaXzuq0Z+rKBVtB02zhfDFJ5bVqExlAiT7qgc117eN7HY2NzkFvW1/bMXBzLcGEswwPXt3H7xpnFTpK5EuPpAm6ng/aoDyklPreTOzY14nVdnSicZL5UZUD1x3PEs8V5/76UklFroqazzs+aej+Zgm7neJ4bTduKobVI5Us8dnKYYknnaH+iSj5+pnPhEIJ8SZ+XSEjvRHZWUTeYvPWclncqU8N7aEiJQwikNL2Gte4tgNftaJ21RpqU0vZcjaYKXBjLEK5YfzLEcaoHzcTjdHDHpib8Fflh58fS9FUci11rohQ0nb6JbNXyWkz9nbymU+f3EM8VGUtPP27Zok7PeLZq25u76uesC6cMNMWi0juR5e9+eobWiLfqgVZJXyzLh7/6Mn/wpu3cu4Ail4rZyRV1/v7xM7N2rP/1TdchpeTPf6yKWCsUi0GmoHF6qDq/oBbHB81C0W/Z1U7I6yKWqR5A64a0Z3TL2AMBUR1SkynoVd6C8mdTjbasNWiS0hxIjaYKbGkJ0TaDYNNMSCnpGc9ekpLiQDzHhqYgIa+LBksF0lkRVVEe0Hzv0IA9CLt9Y8O0fLnKQIzy/i52Xtrz58cZsryL45mCPQiXXLowSL6kL5qKrmFIO0y1Eo/LwabmEDevN9MJUnltTg/kQqmUSJeYA2bNkOiGtKXDwQy5m8kz0Fnnn9E493ucRHyuOeu0HeyN8/z5cQqaTraoky8Z/OzEMA8d7OdHRwYWLJ6zUCSSM8NpYhW5XF2NQaRk3iG3hoQ19X5aIz5ODaUYTRXwuBw0WOIXTSEvY7PU/nv6zJiZ6yQEW1rC7Ls4MWvfMxDPc6g3hiEl2gyTSAd6Yoxb9+LahgD3zFLqyDCknU+aK2q8eGGcQo0UCyknowuaw94qo6rMSDLPQwf7GZnFq989nuU5Kz2jLWr2Xa/0TCp51hIJMZdb/YQw+9fnz49VfZ4tmqGxBc3gkaPDtEf9bGkN297BWp7ykWSecyNp+5N8SefxkyMc6I1R5/fU7JG8LgetER+nh1O2ly+nGTXDIStRBppi0WkMeWYMa0zmS3z4Ky/zjps6+cXbuq5yy1Y3fo+Tf/rYHbRGfJyZIcHX43LwmV+8ie8fGrgsqWOFQmFyYSzDaI1Z06l01Pnxupx0T2R58vTotBCiVL40bea2POB4+sxY1Yy6RNrGF5ghZzDdM6VXGBhr6gPUBz0k81rVtgd6YlXy4LmiPi0xXgjBpubQjCFKs1Ef9FDSDGLZIkf7EvROZClZ7ZpIF3j2rDlour4jYg/mvndogIvWjLOUkmS+ZA+2Loxl7L6rvLuJbKnmzPVCuXVDQ9UAa7Bq0FhhEM/ju8pGyjNnxnj85Aipin24VGLZYpWap708U+TJ06N2rbjWiM821i6Xcpur8sKkOYgPeJycHk5XDYxPDiVnzHP62QkzVLJmzSxpXq/nRtO2J0nTTUGGSm/Vq7a38OCeTlwOB4lciZJhEPS62LO2jnzJYDR95UP493bV0xjy0h/PkSvq5Io6LWHftLzQqUzutqRnIsuZkRRBr5NUXqOoG3Yhe5/bDAsul3WYSqc1+X1uNM2ZkRSv3zFztBLAusYAe7saCHhcrGuoPXH++MkR2+hxOx28cH58xoiA4VSeV6xSBw4huGV9Q1VdsjKmB608wSG4OJ6Zdu7rgx52dkZnFVjZ1z3BVis0M1/SaYv6CFce6zluq3RB44Xz4+ztmrwnhBD43U4e2NmGz+1k99ooE5kixweTMxqxYBYlr6zlV+6z7t3STLao1TwOQpgqvql8CaR5XI70xeeMolAGmmLRKLvr33d7bcOrqBn86jf2s6UlzO+/YftVbt21w0gqz8e/sX/GWcz2qJ///e4b+cR3jsxoyCkUivlRqfA32zgh6nfTGPIwEDdDDafOztbyBpXHMq/Z3sJ9FdEGToewPT0waYhNnRcr/4aUkpNDSZxC0DORpb+iZlTPRJZErsRQIs/+7hgvXZyYlhgvpSRT0Lhtw8LrbAXcTsbSBYJeF9GAm5Ju2N6xgNfJm3e1A1QJCOxoj9BuzZRrhumxKM/YV4bulScCh5L5BdXBGksXpimxlfex0rtYOZhciActni3yU0u4oSyG8tjJEXou06vVGPLWVCssGQbrGgJ2DmQ8W5y15tNCKBvz7ilKKRfHM0xkitywJoqsGGe+5rpW2mdQ67tlfQP3bGmqOYFb1E01wrfe0MGtG8yBdHniodIA7J3Icmoohdsp2NIawikEa+r9hH0uBHCwJz5NLGcxkRL2d5vepp7xLKl8iYlskVShNG95dilNoR+nQxDwuNjcEkII7DqBvRM5krmSHQI3EM9VeQbLfU5bxEtj0MvRgcRkUegaxm+2qJHMl8gWtRmvi7aojzq/eQ+eGUkhhKBnPFPzvmqwjCow70FNlzNOkJRPdV8sS8TnmnbupYSNlogQwPnR9DRPZL6kc9Zq9/nRNEOJXFVNRbsvnbLrZTsr7HPz+h2tVQaPwOw3R1MFdEMS9LjsqISZDGOAeLZEUTfsn0oXNATw0MEBYtliVd862X6DiUyRRK5kh33et615TlVdZaApFoV8SedvHj5VUwELzE7jE/9+hFxR52/fpeT0ryQtYR8P/9a9BL2uGUNr7tzcxH981WY+9vX902bLFQrF/JmvMMChvjgD8RxbW8NsaArUTHKH6gFW+eVQMs+xgaRtiD11epRTQ5MCGeUQMymhZzxre7rK22u6qXjXH89x47o6trVOCgXs746RK+o8fmqYbFGzvRWxzGShV0Oa3pvYJYSPnRtN0xb1oRsSKc18nZIV2pMuaPzwyCBSSp4+M0rWEgroqPPbg1C308HernpK+vTwvvJYb1tb2M7RMyXPze8fSeZrys07hKgaHGUKGoOJPAd741VGVNmDoxuyamA5lyesVCHvXRn+N5tyZTJfmtNDOV7DsAQzLyed1+xSDIakqpBvFQt89JafIWKKBzHgNpVER9OFKgPq+ECS3AyKwiGfi3i2WPP4OQRE/G6ePTtmG+G1QmqHk3kGEzmSeY2e8SwTmSLPnxvnoYMD9MdzbGoJTQul0w1zgmKx8LkdPHN2jE0tQVoiPjrr/KTyGn2x+RngEjPfcWdHlIFEjsFEDpdD2B6Vzjo/Ia+LgNfsI16+OMHh/ri9vWF7bxy01/nmnJwYTxfpj+VwORx2na4Tg0kujGXs3MKJTJGJrHl/bW0Jc++WZg73J2rePy6Hw76OkrkSB3pjdlhgrqhzoCL8EMwctPWNQSI+9zTxk/3dMZ46M8aFsQxH+xMc6U9MmwwZzxTtEMgzI2m2t0VYM68C6eZvabrBUDLPyxUFzoWATFFnf3eMombw7LkxQl4XN6yJ0jlHOYCxdMHuW08OJtnXHSORL7KjPUosU5x2j/rdTtbU+2kIejGkqYh6fiRje0xnQhloisumaMni/svH75hRGvkzj5/lpYsTfOEDSk7/auByOnilJ8Z7v/DCjIOJj9+3kZvW1fORr768oJpMCoViEsc8B+7bWsPct7WZHx0Z4MRgimxxymBdlL9jclF5IHa4L85YxUA46HWRLxk15aVPDiU5N5pGSsnLFybIFXW78O/aej/d45MCAFJKdrRH8LgdaLokkSuh6QYjqQJPnRm1Z9udDsG6hsAl5TV1NQbJFnUKJZ14tkiqIsRS07HbdsfGRjtE7Kcnhu0ixIYh6YtlGUrkp9VmKh/5F8+P89PjpsfqlZ6YXR/r/NjMHoD7t7XY7589O8bLFycoakaV/HVl+YTKMeNCAhUrz40hJeMz5BZV1myaCYcQVfWfynhdDvpiWXsw3RD0LFqIY3k8XenxlRJaIj4cwsxvqjSkhpP5GRWFf3J0iJND6Zr5Uk6HwDAkTofgouXBsCceKta7eX0D929rIeR1UdBMY2Aklaezzk9BM8gW9WkemIlM0Q7/vFwk5r3scTp4/tw43eMZErkSa+r9c5aGKFPSzHvsUF+cjqgpEFLSpT0hcmYkRTJXsq9jgEJp8popH48jAwmO9ie4f1vLrH1PY8jD1rYwHpeDFstDfHo4xeG+uB1inMprtmphUTf4weGBGccFA/GcXXTa63bw6u0t1AU8JPOlqtw8KScnUYq6wXCyMO3euWNTIzeuq6Mp5GFtQwCnY7JeIpjG1bqGAHstcZl8SefEYLKqmLldEHvKd5eXZwqmSEdlXp3AnKR5cE8nfo+TuzY1kbGundkENFvCProaJ+upbW+P4HaaKqLnx9I1721DSmKZIprleTMkdE9kcM6hOqoMNMVl8zePnOLzT52fMe/suwf6+dIzF/h/H7qlZnyu4spw07p6vvbh2xBC1JTsFULwF/9hF0Gvi9/81oF51yFRKBSTzDcYoOwxS+U1mkJeiro5ezuVyruwPPB97XWtvGlXux1mVh8wZaYfPjZUtY1E4rIe+sl8iXRRw+tykClqnBhMUtLNWk2psrqjNOv66LoZdpPIlpDSTPyv/H1NNxhNF9izrm5ae+ea3BHCXCca8NAc9tEa8RHwTtZDu74jghDmoKzsebptQ6M9Q65LyXCyQNDrnFbkuPzIWdMQqCkfPpOoSV8sWzXLLTGNsLF0oarkiwTu39qC2+lYcGHwWpQ0yTNnx2oajfUBN60R3/RaTlLapVHqAm7u3DQ9zLSoSba0hmi2nq+jqQKHKgawl0OtZ4dEcmIwyVCiwN6u+qpr9s272tnUXLsg8AM727hrUyMl3ZgW3SEQ5EsGt29s5Ia1debvWGNdKeGJUyOcHEpyaihlKhhqOtd3RMkWdRxCMGDlgx0bSE5zEl5u7t9UDvUl2NoWZmtrmMaQl0JJJ12YXlwdzPzIsoJfmdF0gfqAh4jPTSpfYlNLEKdD0GSJ6OzrnuBAb7zqetenGPoAnXU+1jUEeOH8eEUfUI2Uku8e6OdQb5xsUeNwX7zq87JBsbE5yEgqz5OnR7g4lmFjU8iuvTh1v9qjPm7umlTjHIjn6YtluTiWYTCRI1ChliisNowkC9QF3NPyZJP5El6Xg7DPjcfpoCXsq5K31wzTuPmXfX32e82QrK1QhCyHe5cP0ZnhlOmptT6PBtzcuqGhSphJCNO5sL/bnJhJ5Es4hWA4VZjVI3lmJEW2qNsTFkOJPG6nOUGSLeozhDjqZIo6Rd3AkOYkxOt2tNnezJlQBprisvmNV2/mXTevrfnZC+fH+W/fPco/vP9mNjbPXX9Dsbg0BD18/9AAf/CdwzU/dzsdfPZ9e+mL5fjj7x9b9AeZQnEtMdvd80pPnPFM0c6X0XRZFRIlbA9ahafC+n+0P8mPjgySt2S1TwwmKWgGL1qFV+0ZZDnp0Stqkrs2mzPGhoSuxgB98Rw7OiJsbDL7Yk03ODOSJp4tIZF01vvRpWGHWlV6Bw1pzpxXGgxg1rMcnkWB7fxohsaQWWNISmlK/1vtTeY0DvclLAXLmK1q5nJOhnuVQxx9LmeN0HjzfWedn/VNQTt3pPJ4gOm5KQuhGIbEsDyHU8kW9apQuKJm8MTpEfpi2eoQP2mF8s1SmLhQ0hlLF6rWKRsltUQIkjmN586NTRsMj6YLvHjBVLAbTRX40RGzHl66MFkLb22Dnw7rGICZy7TYkvNTHw0ddX7aomVluskPf3x0qEr2vZJ0wVSXTOS1afU4U/kSfo+THx8ZtL2nkx4007s7miogkRztT/DC+QnOjpgCJYOJPLFskes7I9yxsZH6YLWXca6n2g8OD1SFxs5+HCTNYS9H+xM0BD2EvC5aIj4G43l+fHRwWo7XRLZYM/TRkJI19X6KullE3ikE3ZYh1xDw2B7Ccu5ZuV/IFjXy1jX1/PlxmsPeqqL3U8+TYU3CmIaQs8r7YyJ4+NgQxwaSnBvNcGooRdjvJux32sd/6jVpSOxw4/FMkZNDSaJ+N1tbw6ytD9A9nsEwJAVNt/uQdY0BdENO8zCdGU7zSnecI30Jnjozahp43slrVzPMPsPrcqLpBiGvmbNXOdk/1bN+fDBJpqBX1UHrmchyYSxtH0uB6dXri+XQDcnhvgQel4NdnVHWTTtGkzQEPQwmcvZ37+iIICU0Br3cuK6OlvD08MiQ18X6xoDZh0jz3H/l2Qscn6OOozLQFJfMaKrAf//eMQIe17QOEeBof4KPfW0ff/6OXXbSr+Lqc/+2Zv7j/Ztn/DzkdfGVX7qFn50Y4bNPnruKLVMoFhchxJeFECNCiKMVyxqEEI8KIc5Y/2sWYhJC/EQIERdC/GAhv1k5dpEGM+YR7VlbR3PYy4hVxyc3NcSx/B2Vr61VKvOJymGARc1gW2uYsyOpqo3KkQy6ITncG2comUdKidvpYGuLqcT42Mnh8srs7aqnKexFNyRFzUAIYedKlU0Sl9NBW8RHpqjRO5GzDYYyM6n2gZkfFs8WcTsFsaypZFguSut3O4j4XDgEvH5Hm63M9uzZMTtUSjdMb81wKs+F0ekqcACPnTRl1gfjuSpjoTyw7Gqc9EQ8fGyIAz3xaROGTodgY3OQSEX9tbJxVaumWF+s9oA+liny8LEheiayPHZyhJFU3vYalAenNeXTBdywpg7XFDGOynPr8zjZ3mYalqeHU3Yo4PcODvCjw4N8/qlz/OjwICGvi+tmqFk3U2mCsXTB/r6qn69h3UiJlcNnqokmcyWeODUCQGvESyJnnuepA/tXumNMWOe1HNIppSRb0In43eiGZEtr2M7Nmbq93+1kS0uYrsYgjSEPuZKOx+VgfWOAzno/E5ki3eOZaQbRXOUhdEPOaXBX0hH1URfw8ML5cV48P85oqsDRgQQhr2uaRznqd7PW8oRVNiORK/HQwX7W1AUoaqYxY07cGKQKGg4hGEkWePzUMCOpSUP/0ePDtmrsQDzPqaEUu9dE7e9OFzQ7/C9f0jGkpC7goTHoxekQRKYIUwwmcrbBF/K6cDoEg/EcX37moj1JMvX49cWytgptnd/N227oIOxzc6AnzsXxLBubg5wfS9MfzyEsFcdkvkRBM6ZdfXu76tnbVc/WthD3bmkm4ndPmRiSdDUGWdfg52BvnHRB41BvnGfOTFczLXu1HtzTSWe93+4rxtIFskWdW6yw33LoZcjrskMcX7+jlXRBo3s8Q6Ywc25YfcDD9rbJ2r0jqTxBrxO/28HJoZQdwVBJSZf0xnI4HQLdkJbxarCldXanhTLQFJeM0yHY3BKqWdfk7EiaD375JX7/jdt56w0dS9A6RZmwz836piBfe/5izQRzMPMJvvrhW/ni0xf49su9V7mFCsWi8RXggSnL/gD4mZRyC/Az630t/hp4/0J/sDyITOZLjKTyM6qkFTXDHpSuqfcz07x+vqTbg7HywOiOTU08uKcTn9vJ+qYg29vDhH0uYtkiJwaTVflB5ZC0TFHD7XLYaogXrVyZiN9dYcQZHOyNc3E8g9vpYDRVsEKtzNnpsqcnX9LpnciytTVcUwBitgFwuqDhcjhoDHpoDHpsBbsy7VE/uiHZd3HCzk179fYWu91SmkZAnd/N1hkGNHu7GkxRA0vGH0zvYL6kYxiSuoDbNnyKusFYqsAPDg9UGVgl3aB7PMvLFyfDTsuCIS3hqaH5ko3NwZqqfRG/m3u2NLGlNYzX5aCrMUhwSihTrXyzqN9th1pWYT1eU/kSZ4fTdltuWlfPzs4oF8cyZIsamaJOQ9BDUdcZiOfY1z1d3GE2Tg6mODQl/K3sBTH32FpvyKzn90p3jIvjGW5YE2UoUbCN2N1r6tjYFORAb5wfHB5gLF2w9+lV21vYs7Yet0PgcQlePD/O6eEU45kCLodAItncEuK69giGIW1jp3x5ORyCp8+McqgvjtflYM/aOoqaJJ4rkSnojCQLnBlJ43M5GYjnbGXBSY+qnDFKJOxzVXkdi5pRUwZdSjPEMep3c4cVjul0CNtj6nSIKkPP9hpPoTXiQzMkp4ZTrG0wS3C0RX0UNANDmuf74niGTNG890oVBm35ftveFqYl7OOZs9XGitflYCxd4OFjQ+zvjjEQzxHLFskWNZ4/Vz25oumSjjo/13dEaAl7kdIUBLphTR1djWbo5dRDtrE5ZIfaFjSD/d0xTg+naAp5cDkEY+nJPK6yrZXOazSGPFUTELmizjNnR+2cs6JmUCgZTKSr89j6YlkO9yfoj+dwCPNc7e2aPs9WbueL58cZTuaRmBMm+7tjbG0N02sZ7uZq5nn60ZFBckWdw31xfG4HuiGniSHFMkVbTO1If4Kj/UnOW/18MlciXdA5P5aZsf5gvmR683xWLUGX0zHjBEolykBTXBLHB5IEPM6akvp9sSzv/9KLfPSejarW2TLi+o4o13fM3Clsbgnx5Q/dwp/+8DiPWgn3CsVKQkr5FDB1ZPog8FXr9VeBt8+w7c+ABSsJlAdLw4m8PbP94vnxqsKr6YLGI8eHSORKNFveqpkkuZ84Ncojx4eqvvv8WJpnz46RzJfYd3GCU0MpNMMM7SrpclLIQU7OIjeFvGxsCtqDzHUNAWLZImvr/fYgvyxMMBDLUdAM1jcGmMgUGc+Y+1EeWLscgrDPxZmR9IJysc6OpOgezxLxu7g4nsXpFLickwO+TFHn1HCK08MpHj0xbM+0P3t2nGTeHNS6rBDHnoksB6blVZlfFPK6GE7maY16bRGNMyNpjg8k0aXk4WNDVZ6NsM/FfVub7QF5vqTjFALXlNpTmy0v21i6OKVQtuk1rPRG/ejIoC2jnS3odI9n2N8d4+RQqkIN0/xfrOFBG00VONwXn9HY7Z3IcaQ/bpdAOD6Q5MnTo/RMZGmJ+KgLuAl5TeO7KeSlJezl31/pm3FSbiqVhajLHOiNV4VhXRwzQ+D8HifXd0bY0BjiQE8co0Jn/8dHB7k4nrEHqs+eHbOLT/fHc5wcNM/Jo8eH6Z7I2t7UXktl8KGD/ZwZTnG4P1FVjBjM494Q9NAe9ZMr6pwfzeB0WNLnmmGG7zYH6bEEU144bxoj5SPaF8vNWP9zJJWvkud/9PgwT50erbnuhqYg3WMZSlahboclkT+WLtI3kaOoGYyl8uzvniCWLdX0wMayRcI+F81hL30x09N0uC+BISUNATf1QQ/rG4MEPE72dtVTF3CTL5mFuY/2JywPW57msJd1DQH7vnc7Bc1hr33fDyfz+NxOHELgczu5aV21YVMOfT42kKQnliXqd9MeNcOwm0MenEJU5b+BKbpyYiiFlGbo6YGeOE6HWYz6UF+cE4PJqokGKc2Q2OFkvuo+7J7IcKg3zvnRNEf7E3YB8pZI9YSIIWGDFXZo5reJWdVzs0Udt9Nh59gmcyX64zmzuDdUTc6UvdkDiTwuh4ONzSFb7KW824cq7oOtrZPes0eODbG5JQxWePjtGxqqvPVlogE3axv8ZuivVTT79HBqTtVWZaApLonPPHGWFy9Mn6EbSeV53xdf5O03dvKr929agpYpZmJvVz2bW8J844XuGeWA96yt4zPvvYnf/ueDvFTj/CoUK5BWKeWg9XoIaF2sL9YMyZg12xvxu+2k+qFknu6KmVRz1tvMLemdyDGYyNuDhcl1zP+VA/TKYZFZ6NrBlpYwDgSpfImb1tXhcTnscDKJpC1iDi4yBY0zI2nbaCxqBl2NQV7pmZSSdztNL8SedXU4BIykC7idDgyjuh0up4OGoAefy2mbJFLKmgISlTx2cgSvy8FAPE9D0MN4ukjQ67INlKDXSUvYa+eZhbwuMgWNgqbbOWMl3Zyhj+dK9qx1JUOJPH/2w+P82yt9DCXynB1JI5Fc1x5h15qoPVCrbKvX7UQIYeXvmcsdDkFXY7BKfODIQGLaOUnmSmRLuqVGOXkOS7pBLFNkOJlnf0/MPp8NQU+F2MqkF2Qqfo+TOzY2Tqs3VjYCHQ7wWdL2YHpYyqFWE5ki6bxmK1E6BIykCjUFC2ZiaiDM6eEUz0yph9cS8XLrhgb8lqchV9KJ+t32BEHvRJY19f5pXoTy/vfHcrid5rYZq37UmroA50bThK2cq3u3NONyOqrqeFYerraoj5awl2jAQ7pQwu10sK0tTF3AbeUZZXjRMszsQu1y0ss9E61RX1U0kGYYZIoaUpp5U5VhqR6ng8aQhzPDKZ48Pcq/7e/D5TCv4Z2dUc6OpnjhwgR9sRzNYS9bLAGbSk93STfFb5rDXjwuc3/brXIUw6kCQphtMAxJfzxHz0SWh48N4XWb9+KW1hB5zeD4YILOims2kS3x7NmxqgmFhqDHnhDSjOrJgeFUASklHqeDhoCH/niOcyNpTg6lKOpmyPPUSYP+WM42AOsDHppCHgZieY70J0jlNTOXtVyb0bp+x9IFAh6XLcdfZk19gN1r6tjb1cDrd7ROz+GSZo5puf3xbJFTw0l+dHiI8Sm118qtfNX2FhqCHiRmvyuBoMdpl6Eo4/c47RDHN+5sJ5YtcnIwSSJXHbJ9Y1cdN6ytI1vUeOrMKF2NAZL5ErmSzsWxDA1BDwLBscEkpRpe11xRp3s8i8/lRNPNPsfvcVYVzq6FMtAUC0ZKyd+/58aqwqlg1px5z+df4J4tzfzeG7YtUesUc5HKa2QKM8fa37u1mT/7uZ388tf2cWKOJFaFYiUhzZHaXJoBsyKE+JgQYp8QYt/g6ISdH+Z0CLwzeMXSBQ2HML0UEZ+Z5D5brhHAvosTtpDCuoYAXQ0BvC4nPo+DdY0B6gMezoykMQxz2HewN04sM+npKZRMyfiyGuJ4psh4usCGJjPPajCRI1PUGEnl0QwDn9tJIldCYA6CBZMD61S+xJmRdJWqnCEnPz83miZf0iloepUh1Bj0EPa5aAx6aAiaA7neiaxZRwnTaAx4nLidDo4NJIhlirRH/Ty4p9MWAXAIQcBjGnJbaig1vnhhnN2dUW5YU1dVPqB3ImsWuNYMdEMynilyfMDszwYTOZ44NUK+pNthnAVLgKXyNHhdThqCHjrrzAFnOT+oUNLZ2Rkl6HVxcjDJv+ybDAtfUx/ggZ1trG8KsmdtHXVW6CIVx7OWXRvyunjpwoTtvSwfn3OjadsD43E6uGjl/tyyvoGo3101EN+zNsrxwSSnhtMIzDC6+RZtnqrC3FgxqC8f06Jm8NKFCZ49M85wssBQMmcLkwAcG0iQyJVsKffJbc3/t25oYFNLCLfTYZaK0HReujCB3+1ECHP/PC4HG5qCM5Zre/H8OPu7Y2QLGrvX1JHKa1y06nkVrRynpgoBCTOs0Uy7yBV1O9eyTNmjk8lrNUsAvdIT50dHBm1xFinh1HAKhxDc1FXPm3a1E/S6CPtc5Is6gwnTG10Oay3pRs3Cx2vq/TSGPOzvjtEU9BL0umgIenj54gSxTJHxdJFXus2cq4lM0TZsdMNUYnU6BBuagrSEfTx/bpys9UyP+N1c3xGt8u6eG02TzJtexoM98ap2ODBrlK1tMI0gv9uJ1+1gS0uIoMeNQ5hGn+2NlJIdHRF2tEc41JcgUyxxeiRN90SWroYgfreDi2OZKoNWYp6D5rC36toXCIaTeRK5EmPpAoPJPCOp6qLz2aLGyaGULaDid5tqrg4HPHN2zMzBncLDx4Y41BvnxEASQ0qifjdhn4tTQ8mqyZ9MQeOhg/1mYfnjw9T53dQFPNPGR/mi6YVzOsyj2j1u9i2JXAmJORnSF8tS0gxGU9PzcTVDEvaZ14gQ5oRXR9RfVXy8FspAUyyI586N8dGv7pvWmY8k87z7Cy9w1+Ym/uTB62eU3FcsPb96/ya2tYV5/NTIjDPgD+7p5Ldeu4UPfPmlS6p9pFAsI4aFEO0A1v+Ry/kyKeXnpZQ3SylvbqiL2kn38WyJsRoPZ4CJdNEONYr43YynC5THvjPlxPTHc3Y+20MH+/mLn5zk6TOjPHJsmIvjGYqaQSqvUdQNpMQKg5oUa2oIemi0ahMBtmJc0OMk7HObA+2zYwwnC5wcTDGeKdIS9pHXdIaTeYSYDEX0upx01Pk53Be3DQJDyqrB1kA8x1OnxzhfMRjtj+fpi+XwuZ2cH82gG5KW8KSUfFGXXBzPIpHkSwYupyCZL/H0mVE7f8jpEFzXHiFT0BlOFqaFTgHkNZ2XL06wuSVExOdCSmsiqqhhSEnPRJb93THOWIO5lrCPN+5sx+tyMBjPk8yVcLsctEZ8VYWqNzQFzXCuwRTd4xmGLQPQ5XCYxpyE/T2xKiMoVzTrNJ0ZTnGwN87p4ZTdzuFkgUJJp9Yp74tleeniBGeHzXNuGJIfHB6wBTcEgniuRPd4lmS+xA+PDPCkFYLXEPQQspRB/W4n+ZJOR52fZL7E6eHaOZFTKQszlPOnysV1q9toDpzv2NTIhqYga+sDHOyN2+fk/m0tpPIag/Haqp6nhlK80hOrUrHcaEnMx7LmAPinJ4bZf3GiWizHejeSzBHLlNjWFqakG5wfzeD3OEzxCWHmxHc1Bqo8YYbEzv+RmMqplSI3ZcOjYH1f5f1oFjie7oW8viPCSKrAeLrISCrPcSuk7+hAknRBY2trmKClRDiWNr1hA/FcldrpxbEMmi7Z3Bzi4njGrP82ngEpaAh66GoM0BIxQ3Z3dUZtIbZMQcPldODADMdtCnlpi/hskZaSbtaldYjJPLrWiA+v04HP7eTWjdVem9aIjwtjac6NZhhNFYj4XDSFvBQ0g6JmGoLJXMlu+3DSzN880BunOewlXzSI+FxsaQmZfYMQuB2Oaf1ac9jLU6dG+fcDffaycl9S0g1OD6U4ZSmobmwOYRiSR48Pkdd02iJetrWFSeVLeN1O/B6nndd3bGByErn8m60RH+11ftIF02gfTOR4/vw4UpqqskOWUTH/A/gAAJ/ySURBVHhyKEVz2IvP7bSvyZawt6qWG8DhfjPqwO1wcJNVaqQ17GMwkac14sXtcNAe9dMfz9EQqhbMMwxJ2Osi4neTymsIIcz9HU7ZOXEzoQw0xYK4uauB//JAtXdsOJnn3Z9/gXu3NPPHb1PG2UqgoOl85dmLDCRmDoH5pbs28As3r+X9X3rRHiwpFCuQ7wEftF5/EHhoMb98o+VBaAp5SBZKpPIlYpkiUpo5CvFsEYeV3xTPFjk3miaWLdk5VmXkLI69oMdFV2PAlBmXkpDXTa6kc+O6OgYTecbSeasOj2YP/mPZAt0TWdLW78SyJdoiPo4OJKuMkD1r69jZGSXiczGeKRLwuGxvUdnjI5AEPU4mMkU7L0fK6tA/U2Qkb3pRrJnhkNdJ1O/mwliGjqiP0ZRZC6mc0xL0OFhneQb3dtUTy5iz/C6Hw/ZGFjSzXly6oNE9kakZttc9nkVihjsm8xoFzWB7W5gd7RF8bifXtYenSJFLBhM5HjrYz+G+uC0L3xjysMnKOyuHVoI5i+/3OGkNe606ciVcTjPMdFdn1Pb2SUxvo5l3Z87ar2sMUHaP9kyYog+18syaQl6u74jYKnDS2veBWA6Py2Grzm1vC/PT48N0j2ftKJahRJ54tsjZ0TTpginG0B/LkSlobGsL85OjQ+yziljP9HguLy7nP37nlb4qwRSJqci5t6uegmZ6FJI5jTX1fnvbnoksbVYB6zJZqwYfmOF1nXV+HJjiEvUBDwG3i4lMkfqAm3iuxBt3tjOeKVY9c8qHqzns5bU7Wsy6WZb3UCDY1RnF43RwbCBJ90TWznmD8kSCtEJ0XXQ1Brl782TB4rJiaUfUz/mxdFV+4LnRDIOxSaOqd8KcTJjIFOmo85PIlTg3Yk5IDCfz3LK+nj1r6+iZyDJoeb+7GoJsb4swmipUGWhel8POWWwKexlPF/E4nTRHvLYoz3i6QLao0TORtT2ndQEP2aIZzup2Cp44NULJMOzC6wVN55WeGM+fH+dIf4Jzo2lCXhcOqxD4kb5EVV7iSMoU06gLuGmP+hhLm6Ia/bEcujTrI7ZGfTy4pxMw7xEw1TpdDkF90GMbdBfGMhQ1nfqgZ/I4CvPiGYjn8LgdOISwPdnm9/hoCnm5fWMjmYJOPGuGMutS8sL5CQ70xIn63UxkipweTjOSMieUBmcJ392zto6w10XU7+JQX5yw181oqoDP4+S69ghr6gM4rPvpzk1N+NxO3nB9K+OZIkf6E4wk85wcmhQCuWtTEzeureNgb5x/fLGHrsYAmiGtaztFa8SLgZkT3D/F6Lo4niFbNO/jbNH0vgvrWt7ZGa3R+klmr5KmUFTwzRd7eM11LbbML5izvO//4ovcu7WZP3rrDmWcrRC8Lidf/fCtgPnQWdswPbEV4Hdev5XxTIEP/b+X+NYv307Y5665nkKxHBBCfAu4H2gSQvQBfwT8BfBtIcRHgG7gXda6NwMfl1J+1Hr/NLAdCFnbfkRK+fBsv6dLyYCVs+F1O3A5HGiW8Ea5ltPR/iRdjQEaQ14r5NBvG2wwKflcOWYfSuTJFDQ2NgcZThZoiZjqagIzAX5jc4DxdJEDVrhS93iW4WSBTFEn4p/M/agLuKkLmPdsUTMYThaqJKILJZ2BRJ6o31SwG0rmCXqcdNb7cTqE7SGLZc3Z5pDXjS6FPeitbLPLKRhLFxhNFTgWSpDMawS9LtIFneZGM8/M73Fyejhl5iEhyRTMkDNDmnXQ4tkiH7xzAyGvi75YlrDPbc1OmyIYnilhoeWf39YWZiQ5qST44oUJxjNFDvclWNvgJ54rUVchLz6SKtieH90wB+9FzeD4QJKtbWFzQCsE17WH2d4e4Z9f7mE0VaCgGTQEPXYuYMjn4psv9RDwOGm1wvp0KdneFqZ3whRcKGqGZWSahYcDXleVgRbLFK3wywTHBpKk8iVuXFvPgZ4Y3eNZWiM+JiwD0uUQjKSKDCcLbGoO8o0XumkJewl6zTDR1rAP3ciRypmew846PxPZEvdsjiAEs+akVUqb50s665uD0yYRxtIF9nfHGE8X0a1yCV3hgF34vHs8i26Y9b3iFcIY5dDB7W0Rzo4MIDFz3mLZIvt7YjQEPcSzJaJ+N/FsEY/LUaUWWj5a50czHB1Icn40Qzxb4tXbWzg2kKAvlmNzS8i+jrsaJr0YuhUCfGIwRUc0wEgyzzdf6iHkdfH6HW12iOMjx4b4+ZvXki8a9rGI+N20RX32hMIrPTFuWBNlMGGKXWxoCtIc9nJuNIXH6SCeLXGoN4FE0hzyMpoukCqUODaQtMU5yoZWZ70fV7JgeslHTW9tW9TLYydHSeQ1DGl65ctjqoagh5Fk3pbg72oK4E866YtlzbqIJQNNN2gMedncEmJ/d4zr2sM4HYKj/Qlu6qpHl5LeWLZK6MLrMhUFJzJFMkWdgMfJhuYQmm4Q8JgheSPJPE+fHuX+bS0EvS5etb2FfRcnODaQtEsbANy3tZnzo2mODSQYS/nQpGFHGAQ9LuKZol0awe0S9MdyXBzPMJyczMk9N5pGNww+fPdGblhbR6ZQ4vxohqDXVG4s72Mt4ZXybfXQwX6ODybpssY1IZ+Lkm5washUDPW7zfu1o85c99YNDTx+coTmsJeQ12WXLyj3zQOJHAd64ritXNxEtoRhmPdXa8RL2OdmPFPA7RQk8xoNFWWnymHCTWEv6YLGhbEMLqeDzjr/nAI+yoOmmBdSSi6OZ6oeLGdHUrzzs8/xuh2tyjhbofTFsnzwyy9Nq91SRgjBn719F511fn7l6/vnVchToVgqpJTvkVK2SyndUso1UsovSSnHpZSvkVJukVK+Vko5Ya27r2ycWe/vkVI2Syn91razGmfmRubgUbPq2iRyJdIFrSqEazxjzpwPxE2BBI/TwbnRTFUYVkGr9qoIYc78S8rKdymO9Cc40Bvn/FjGUm80bLn6sM/N3q56MgXN9h6E/W6CHqedl9UR9eF2msIYZS9NWQDgiVNjHO1PEPG5KGqm3Lz5PaYBGrby5mLZAkOJPOm8xsXxTJW6m0CQKxk0h72sbQhYeW55O6cqni3Sa4XIlfNThBD0x3PkSzohr4uQ18VIKs+39/Xy7NkxNN3A4RB01PkZTRXs7cEMPyvnqoyli/THc7SEvdQF3Ny7pYm19X6CXicuh7DaPNl3ddSZeW5et9OuzeZzO9nSGrJrujkdgvaon4ePDhHxuVnfGCSRKzGSNNXenjkzhpRm6KjX5bDDxZ87N85Pjg1xajjFsYEkvbEsTmEOtXomsrgqQkdHUnmeOjPKxTEz7ArMgaxuefgKmgHSDDfUDclEtsRwssB17WHOjWbomciS1wzCPrel1IflLYHGkFlzr3ciS0vES2dddbhimaP9CQqaXuXBzZd0HIgqNT0pzWLaALs6IzRYxv+xgST5kk48W+Q121vQDMMesINpnK1tMH/7xQvjHLKUKl1OB5pmhn9JCbmSjsshODaQrPKwmL9tti2vGdQFPOxoNyXhB+J5O/TP7RSsqQ/QEPRUG3fS3L6rMUDY52IsXbTFJY4OTKroed1OfnZimMdODdNvXWfNYS+5ac88wfa2MOPpAvFskYtjGU4Pp8lrZtF3t1PQWee3i64PJfKmsZYqVAmfnBhMkciVuDBqHitDSv51fx91fjfbW8NsbQ2xqSVEQ9DDuoYAEZ+bgMdF0GPmMrVH/JwZThHwuGgKe4lliiTzGqm8ZnvNnQ6zpuHWVtOD7HY6qowzgPqgh2xRpy+WI5ErEfK5cDsE45kCuaJpDGqGZDRd4IlTI7x0YYKnz4xyuDdh5aSaExybWkKMpYtkizoFzaAnliXgcaEZBhJTyTCvGbbIzWiqwGg6T8Tn5olTI6TyJTtUtjHkxTAk+y9O4BBmrl171Mf+7pgl+iGrPKzpvFZV2mDP2jq2tobskORzo2kyBY3msIeU5WEfSxc4PZxmV2fUmnRxUtLNXNzbNjbw4J5Ou37vuVGzzzWkGUK8sTlIW9RHLFuiMWiKvET9biI+d5VxBmYf1xDy4BCCtQ0BNjYFkVJybCBZFZJeC2WgKeYkX9JJ5jT+65uus+VHD/XGedc/vMAH71zPH77pOmWcrVDW1Af48W/dg8/KW6iF0yH4u3ffiG5I/vM/H5xep0ehuEbRpbRrH5W9PI0hT1WCvGFI+mOmkVOWpy5quu0VkcDjJ0d4qqLwamvEx5bWMA4hLIPHz67OKJ11fjvHqqgZrG8MEvW7cTvNsKHKAeBoKm8aNNbgti+eoz5oCosc7TeL8q5rCLCpOcTaej+d9WbIlt8y+tJFHUPCyxcn6I/l7JyzppA5y3xqKIUhTTW+cm2mzc1BBhN5hpJ5buqqpznkpTHo4eJ4hh3tUTIFjUS2ZBuIPreTra0hPC4HW1pDOBwCj9PB1tYQmaLOob44+ZJuD8y0yuNq5ZMUNYNMQcPrctAXzxHPlnilJ07U72FtQwCv28mNa+sIeCcFIMrFbouaqdQ3kSmiG2aeV1kmu1DSefH8OEf7Tc9WfzxH0OsiU9Q50BvnzGjaDt0cSxft81nO+2mP+miP+tjUHEIIwTbLc1muiaTphl2Tqmc8SzxbYs/aOja3htENU43TlE/HDjttDXvZvSbKxTEzjKqr0QzV6p3IMpEpkshrjKQKtEf99gD2hjVRHj46xMEpNc7KnBtNc3ooXeUNLWgG/fEsh/uqZcC3tYXZ2Rnl/FiGom6QK+psawuTzGucG83wrZd68LochCqKfZ8YTPK0dW2bnscQPrcTw5BMZIuMpk3PZ13ATe+EGba5s3MySidf0jlnTTpE/W5uXFtHUTfzqiJ+F2Opgl0+Zn93jKFEnt6JSUO+PNHhEGaJhx0dEbosyfazw2k7x7ox5DGFbwxp37/9sRwjyerwfkOaqoobmoMIgZ0LNZLMs709zIamIEf6E7aRtL0twtqGABdGMxyoKBvQEPSYHlwpWd8Y4HBfArfTQX3QQ18sx+nhNEOJPBOZIudG0pwYTOJzO6gLuBlOFnjxwjjNYS/xbBGfy8mW1rDpnXEIjg4k0A1pimuMZS2RDlN1dSiRr8oP6xnPEvK5WFvvp6shwFi6yIHeGMmsletm9UEbm0JIoKTrlDSDtqiPXEknnjU95YlsyRZM2tUZZU29OakybIV6ltuWKmh4nA5KmiSZM71NPrepDutzO2iL+MgWzUmuSuGYwUQen9vBeKbAqSHT4LowliGd1xhLF+y8McMSUSlohu1B66zzE/Ka3tWiZrCuIUDK8nStbwzidjjY3h6mUDI4MZRkX3fMCn9O2Nt3NQY4P2qKoZRLJ5TrSKYto3gsXZjm2ZPSbM9Y2pws6Y/nCPlcdET93L5RqTgqLpOfHB3iv373iP3+2bNjvO9LL/L7D2zj4/cpKf2Vjtfl5Okzo3z4Ky/PuI7P7eQLH7yZi2NZPvnQ0RmFDRSKawmHEES8ZhhbfyyHbkhKuqxSc9QMyaG+OD63k/qAmx3tEW5YU2fP/APcvaWZ7RVFmC+OZzjSbw6ykBC0JMgDHifRgGmQuZ0Ojg8mSeRKHB9MkpsiPuFxOvC5Hbains/tpC+WMwvQNgTonsgymipwcijFUDJPrqjbs8jrGwPcur6BfFGnP57jpYumZHhjyFPlaZEGnBxKkSuZIh2nh9P4PU58Lief/ulpNMMcxG9pCdmehYFEHrflUYrnisSyJTRdcqAnzni6SF3Aw8amEI1BD+0R0zu1rS1Ma8RrD6wTuRJH+hNW6KdkQ1OQjjqzdhOYAiEvXRy3wybNsCmzzem8xqmhlFXIVtIS9tIa8VHSDS6OZ2zvitvpYHNLiD1r69htyfUncyVL3c5UlRxK5HnpYoyCZuC2znm5blXE5za3scRKTg2laIv6TLW/kl6VcVhu98HeOM+cGcPndpIqlKycHoOBRI5xS6Hz3Eja9hB1j2fJFHSaw15TIQ7TgM4VdQIes8bWxfEs925ttgertaZSz4+lq4opv3B+nK7GIOstY9WcgJWcHTHrVXmcDgIeM69J0w2aQh72dtUzkMhZ+XCTg9SSboY8jqUL9MVyeJwO0nnNNNZzJYYSeUJeF/FsibXWdVmppigwB/dl46tcSuFgb9xsgzC9bpphGjphn8s2hsH02hVKZn5UzArHu2gJ2Ugk9ZYX4/xohts2NOJyOipyJJ32MShjWAI0I8kCPreTnZ1RNjQF2dQc4uRgks8+eY5sUbcns8czBfZdnKBkGDRXeCSbQ17aoz4SuRLPnB23Dfznzo5RtLxvZcVJj8vBxqYgR/qTHBtI0hD0cO+WZuqDpsBFfzxLW9TL3q56fB4nd21qwiFgR3uEHR0RTg2lyGsGQpje+sp+ojHktcJwDYaT5rm4cV09W1pNQ7oscPLcObOe3f7uuH1+R1MFjg+aIaYZq1h60Gt6e51CmBM+bidSQptVmNshzJIWLqegI+rjaH+CTEHjyTOjpqfP5bD3+dYNjaQKZg6jx+Xg+o4o7VE/21rDNIe9Zhg2kvXW/S8lZEs633ypx8pLlfa9bEizyDSY91DAYxqF3z88wIXxDE+dHqU57GVrSxjDyi8rTySdHUlzfjTNppYQaxsC5Eo6mYJOxOdmU3MQv8eJ0yGI+N3TxkZSWrXpQpO1J4MeNy6X4Psz1OQroww0xZy8/cZO/uadNwDw4yODfPzr+/nrd97AL9yybolbplgs7trUxKfetWfWdSI+N1/58C08fWaMv/vZmavTMIVimeNxmYIWZricWY/K7TQHGfu7Y7idgraoj+FkHkOaKnkHeuN2SFymqJHMlYhWhLvUBzw0BDwIIJEvcbAnzrmRDGdG0sTLs7dS0h712flre9bWVXkuMkUdhxC2PHVr2Et9wE2moDGeKeJ1mVLn9QE3Bc1gPFMk4jc9NRfHs+zvnmA4lcftEAS9LtY3BhlPm/Lf5ZyjC+MZ9nbVW8VjIeB1WiqRLuoDHkZTBQwJ2YJOPGeGITaHTTEVMD0qo6kC+ZJBR52PppCHnvEsPzk2xPnRDN0TGR462G/lXhVs1TOn5WnTNEmqoHFuJM1Epojf7aQ57OWuzY0USuYsf8DjMgdURVOQIa/pbGoO8vrr2/C6nHZumc/tZFNzyBaNEMLMXTkxlCSWLbG2wfQwmmFsDs5b0uVgGmXlgVmmoLG/O0b3RJaeCVN6u6zyOJTI2wPFHx0ZtK+BhrCHeitXUGIOfNMFnTq/m+FUnsagh3i2SDJfIlPUuWHNpLhA2OfC63Lgss5TUTNLB2xpDTGYMNXqiroxrb7a1IHkWLpge0IBciXDPq/laNyDvTF8bqcdmuUQZvhXtqjTM5FlY1OQkm5woCdmf/+O9ggdUT+GlBwfSHJ0IInLKQj7zMmKzS0hEOCz6vnFskVeOD9Zg1MzJMcHkzQGPVboL1ZuYJiRVN4+bh6ng7qAh6DXZRs7YBpTw8k821rDRP2ml6wcGlwZVtwY9PD8eTOstlyvLuJ32yHCZRVGp0OwtTVkek0KGs+dHTONv2yRkVQBl0OQKZiG55nhFAd6YmxsDjGSLFQZrqeHUwwm8rZ0e9mjtqbeb9VTi9BRZ5ZJKBsjO9rDbG4J4XebKobHBxK4HGb/0juRI503vcHnxkyPY6FkMJ4usHtNHW6nAyHMa6R8/xqGqWpZ0iUjqQJ5yzBK5zW6J7IkcyXbi9UY8uB2CtNzWjILzG9uCRHwOGmzPMWH+8yyAMcHTbGWzjo/1qHE73ES8ZlhzC6HWWT7xFCKrsaA2X+6TCXE5rCXLa2mSuc+SwhlR3uEOr+b/d0xknlTiOnEYIqiZuAUgiP9CbuUgWHlgO7sjHDG8ryeGDTl9be1hqnzu/G6HfTFzEmP117XyobGIFtbwuRLpjDSltYQYZ/bztctaAYRnzkRlytqtEd8NIe9ZC0vv0OA2+VAQM2wRTNCyWBTc4gNTUFb+KVjhrDjMspAU8xIUTP4la/vYzCRw+9x8q2Xevj9fzvMP3xgLw/sbFvq5ikWEYfVyf/zyz186tHTM67XEvbx9Y/cytee7+a7B2ZPcFUoVjvlYr1+j5O2iI+2iBnmeH4sQ9IKdSloBqOpAg1BD+m8Rm8sS53fbYfCPH5yhK+/0M1jJyfLXgQ9TlojXhwOwZ41dVzfGWFnZ4RNzUG8LtN70T1uehqCHhdI0/uSrAiv6R7PUtIkt6w3xQlODae5e3MTA4kc6YJGSTdwuwStER9djQG6GgO2JD6YEzJlg6KomYMyp0Owpt4MszR/w/T0lcOjO6J+K7ekgMdleo+ifjcT2aJdj003pF0jyutycsOaKAGPmXyvGZKo38Ut6xuI+E0PTUk38zXG00VbvCHkNb0kPbEMuaJpkLRFfYyni4ymCmZ+GJKGgFnLa/eaOkJeN9mCWTC2dyLHk6dHzbwVYRZ6LukG2aJGxO/m9LDpFXz27DgOIeidMMP9yqF0Iymz8HZdwEN71PRQlsP8HUIQ8rpoCXvNsNR6P93jWXsgGvG77HwaCYynCzx5apRsyTS8moIevG4Hm5qChHymwVwugN4WMQfvvbEcXQ0B1tb7yZd0zo9mTOEOQ5LMa0R8LgolnYjPFFZ49uwY33llUt4c4NHjw3z1uYtTaoIZtvDMuZE0xy31RYeVN+d2Oijphi02UtQM7t7cZNV/KnBu1JSOd1nGAJjG6EuWguS6hgB7u+ppCHhBmB6sTEGjqBmEfC4ujmW5aV0992xpopKg12UXqG4KeUgXdEqaKcQxkMjb5+Vgb5whyyitpKQbJPMlJKa3NeAxQyMHE5MF5cu5UYacLHDdM5G1c5uifjdBryk2cXYkzdpGMy/MDD10ki7o7O2qp6POj8fpxO91WhL2WRK5Eh6Xo6o4fVlUxu0U3LWlEYEpApMuaFYZhyQD8TztdaZxe2IwZXtd++M5jg8k8bmcZEs6hZK5X33xHCGPi55xc3Lg1HDKDscrF1UfTxdt41mC5eUyvcUbm4IkcyVODafQdbOYsik25KGjztxfl8PsM7a3hRmyDEwwQzzL3tmb1tWxscnM2XQIQTxXZN/FCQbieUZSBdPzaoUiup0OXE4HTSEvj54YZiJTJGmpWzYEPXicDvKaQV8sR2vES94KF+yo85GzJqHaIqZn+kh/3Lz+HIKBeN7KU8yxoyNCyOtCIonnSv9/e/8dJ1l61mfj13POqVM5V1fnND05787mIK1WGQktYJCFEQiQMMEmGGMMr1+wf8Z+MQaMbbABkREYk1FAKCck7a52Z3fSTo6dc+V8wu+P59Tp6p7umZ5Nk871+exOddWpqpPruZ/7vr9fV7gkEfJRbZp8/Ng0c44f5MWFCi+O5zk1U+TZS/K83d4tewGlYq4MxJcrUszmG5eWqTRNZxKqxULp6pLYcsOg3GhxYaHMufkSYV3jodE0Uf+1dRq9AM1jQ3yq4FsO9pON+PnfXzrPr3z6DH/6oYd4ZCxz/Td73JY8tq2Lpw72XXOZ4XSY33r/If7fvzvB4SvL11zWw+NOp2VazJcanJwpUm2aMmDzqVxZrrKnL4ZlSwERRQhiQSmTPpAM0hNfmT3dlo1wYCDBixN5Gi2TK8tVjk8VMZzPtm2ppFhtSiEFKbWvyR4MZzY84FNXGQtHAxpbsmF3lrY75md8ucqhoSR7+mIyU7ZY4fhkgRmn1yUb9dNomfQlAuztj5OO6BRqLVqmFECJOxmFzj5Un7IienFmtkTYrxELSGl9VZHKjgNOf9tgMshSpemWDi2UGhydLLBUbnJiqsjEcpVPnpjh1EyRZEinJxZA16T3kOZkGkzLZqnc4PhUwVFRC7CjJ0q1YRALygGPpsp1OjVTZL7U4Nhk3i3hAmiaFhG/LEvqjvoZSoVkT1SlycRylVLdIOhTeWhLml29MQ4NJ+lPBDk5XWRff5xMxC9V6apNZhzFzXaQKoQc0IX97SC2Sjbq58qSlKDHhuVKg4ODCVRFrAha2HB0ssB8qU7Qp3J6rsRkrkbQp3LBEZJoOtL/YV366U3kajRNOThPRXS6YwEODiakF5ZPJeLXOHwlxxM7siiKYLJDArzWMinVW6sk8TVVuAPuVHglg9BeZny5ymK54Watwn6ZnYwHpUhNO5OgCOH2CyZCPlIhKfsfCWjUmiZLFan2eXqmRL7WYrniKFNmI27JWzuI0FRBwLciod8WPjk/XybgkzYOL00XaZkWu3tjpCM6ox3m2SCzcDOFOgvlBqdmipyZKzGRqzGSDjPWFabcMLi4WOH+4RS6priZtWzU73rBleoy021aNqoi+MSxaYr1FqmwzH62exfLDUMqXDYMqo4xdqNl0hsPrCqX9GuKFLLRNZ4+v8xMoU6+1mLJUToc6woT0lVylSZ+TWXfQJyXpoucny/THZNZpu64n4hzHlYaBjt7ovi0FQPrbNTP9u4IM/mae40OpoJoTjZVVQSHhlPUnQD7ylJVSt6PptjaHcGvqW6P44vjMivcNKXARsOwKDcMzs2VqTYMBDCQCrrlqpoq3ImgYq0ls0iGvDcaTqauaVq8NF2k2pQ9jPcMJZzzT1BvWvQnQhydLHBmtkQ6rDOQDJGNBRhMSssRXZMTBvGgj0RQTijVmgYnHHXJkiMeUm/JnrTjk3LC4fx8mVhAo2XafP3CIt2xAKdnS+iqtOTojQcQzvEH+PypOc7MlRjNhNnqlGsLITOQo5kwYV0l5Jc2HO3JFHkfaWHbsoc0G5NlyL3xAEKRE3edmeL18GT2PdblzKw09Hz7nh7+8ydP8akTs/zFDz3sesR43Jm0lb7+4GuX2Nsf5/6R9ZtYHxhN8R/es4cf/Mhh/vZHHt1Qpt/D405G1xTqLQvTshlMhbi4WJGlelE/E8tVXpouuopzy5WmU3LU5IoTKLWnnEv1FrGgRl8igI28DuNBqaAmfbUqxJysW7sUqt4y2dYdYa5QZ8QZoK/Fr6o8fWGJckNmsg4OJvm7I1PoTvP/QDKEQHBmTpYLbe+Oyp6nfJ1ctcUWR0Y87JdldEedpvlayyTqDPIe2ZpxS8rCfpWZQp3TM0W2ZGRvxpQj3NEbt5nI1ehPBJkrNogGNDcTd3q2xFhXmAsLFXLVlbJB36VlNEWwVGliWDZLlSbpiE5Il6WZxbrBZaeEMxGUPlpP7OhCFYLJXI0tXRGiAc31HxpOhyhMFdiWjXBoOMVkrsa5uRLJkE4mKnvcirUWmahUkZsv1Tl8JUci5OPRrRn6k0F0TcG0bKYLNTLOAC4W9DlKjpZrnBvxa866qli2TTqsc2W5Sm8iSKFmUG6U3YxkIqRTdwaSxbrBR56+TCbip9uxV8g4/Su1pgyGuqLy+WhAI+qXfYOqIrBVm4sLZXmuVFsUarJvbaFUx7KkrYFt45aDtczVZY6NlsWWrjANw2RyuUZXtN0zJTMe6bBO1Am+B1Mhak5pYyygMZmrsaNHlonVWyaKE9V1Rf3MFGqcmi0ikJmogWQIw7LodUofVce8t9aUpXOnZ+R10y7fzVVajKRDmLYMbPb2x2TGKFcj5JTO+TXZ++RTFaby8jy7MF+WAVRYmj2X64br9xVwygTb4hJ+TeHZy8tko343QAvqKovlBumIn1rLdEpZYUsmwpm5EtWmyaXFCnknU9QTDzCUClGuSwGLqF9je3+MB7ek+e0vX8CybXfCZDxXxXbKNYs1g/5kkDPOdRAOaG4fXMEJCmstk3uHEtRaUmDo8pLMVtYNk+5YgHLDYKHUoOoEmzt7ogR8KpeXquzs7RRdsTAsOcFTbRqcninx0FjazToWak03COuK+hFCoKlSrdS2ZSlsWxl1b18MvxOQNEyLE1NF+hIBN/M+kAyiq4oUz6jKY3hhoUIipBP0KSSCPgaSQWkSH/XjV6UaYsMw+dsjk0wuS2GebNSPIqQIzEAySDzoo2XapCMaPlXh1GyRsK7x1ME+Ao4oEMDRyTwj6TBXlquMpEMcGIxzaqZEIiSv1ytLVZ462M+nX5plazZC3ZDXYHcsgF9TGUyGmMrVUBVBSNc4P1/GsGzGusLYtsxGSjETgWnKTFm753emUJcTRcgS0eVKiz19cWpNk9minChIha9tW+Rl0DzW5ehkni+dmedH/+xFvnZ+kb/6YS84u5vojQeIB6998/j2QwO8975BPvhHz7k9Fh4edxNSLEElHdGJOJLuliVnT0O66gZTC+UGyZBOzTAp1lsMJIPUO0rLlitNvnJugXhQyqXbthzgS0ly2D8QZ2s2ws6eKLGA5pYDFqotVEXwwniOw1dyq3pvxperTOQq7OmLMb5c5fiU7FcJ6aprmWKYNgGfFCAYTAY5MpFH1xSiAY2BRIjx5arM8jRNd1Z8IBl0/RAt2+aZi0uuoXM7YJnIVam2TGpNk7CuYViyX67dO9OWb1cUqW54cCjBYDLELsdc+sCAlL4u1FoYlu0aa98/kiTs1wjqKgPJENWmQW88QH8i6AowHJ8s8PTFZWxwBApsBhJBIgGNCwsVbBvOzpX5xLFpJzCWJZjFessdVL1wJUfdMPn6hSWyUT/FWotnLi7RFfGzVG5wabHiZtG6Y34EuD0+uqrQHfPLrFZIJx70MZmTA82IXyPqeOG1mczVOOMIrQymQox1hd0STtOSgWo7M9qfDLKlK8ypmRKmk0Ut1OR6tz3LdE0l4FOpNg2y0QD3DiU5NVOi7GQY2xlFgFrLWBWknZkrcW6uzLm5Mnmn3860ZDao0bLwawpzxbqbtVUVwb6+OKoiA6z5YoPBZJA9fTGnLNJ2P2tXT5T9A3F29ETx+xRsWwYf0/kapbosAVxwBv97++MoimCsK0LTsPA5GddE0MdSpcl8sYGuqoxlw1JJMxHExubsXEmW6DoqmYoiM4L1lsmVpYqjjhnAMGW2VErly2uoLewzX6q7/n9n58rEnHO9O+YnpEu14zNzJXpiASK6SjbmdwPoNgGfPAcyUT+6pnJ+Xi4/W6i7WczBZEj64ukaD4+l3FLTCwsVt1RwKldzf4cnl6XSZ7FmMFds0DIthtNhTEuK7fTGg5QbBqmwDKouLUobBkUIKYjjmE6nwrqbGfJrUgQkG/GzozuK4vT4LVUaJIM6yZCOImSwEXW8xNqS8gPJICemi468f4umYZOJ+Km3LA4MJtjbF5PBnCrwqYLJfE0a1Qd9bMmEMW1ZbjjTtpfwa3z21BzzpQaL5QbFmkEypJMI+hDO/UyKDSk0DIt7hhJuFm00EyYT0fnquUW3nPXFibwbhO7skeIjMiMtex0XSg1G0iFOzxb52vlF5ot1VCENx0/OFDk9W+TLZxeYdfoOVUVIIZSGFIiZL9UJ6iqzjkpl3TAp1Q3X+kNXhXsNFB0LgWJNmnAngj729ccR60r2rOAFaB5XUW4YvG13N587NUe+1uQvfuhhV5HI4+7gHXt72ZaN8NeHJylUNw6+fuptOxjrivCjf/aiJ7/vcdehqTKzUG2YnJsro6kKs8U6mYjsfWp7UvmdsqmQrjKSDhPwqaQ7VBxHM2EeGk1zaqZEpWEw6wwS2vfdcsNgtiC91FqmlMvOOD5XuWqLkF/2ckU7REK6o3529sbwabK/YzQT5usXl8hE/Oztjzuz6xVOzZa4uFhhqdJkZ0+UatNA1xQGU0FG0mEmlqUammnbhBwlyLYfogC3lA/g0kKFrqg0pZ51SramCzXSYZ2JXI1UWF/lpfj85WVHUVGWOsoyTkOKFTi+TbqmuDPi7ZKluWKd41MFRtJhMhHZl9QWYPCp0ti6PWCfLdY54ZRRtcUhAPb0xQn6VBIhH2NdERZLUqp7Yln2XId0WY6ajfnZP5Dg4GASIaRv1Eg6RMu06In7mSvK9y2UGpi2TTzkk6WMQMuyuLBQZjgdYq5YJ+xXaRgWM4U6O3qijKRDrv9bvibNwAu1Fn6fyqXFCovlBn5N5agTUFWbJi+O5+lLBFCEcAJKRWZQnfOpOyYHyYoi0DWFw1dyPLY1Q8CnMp2XBssPjqYBWXrVWRZ7z5Dczw3DYv9A3C3DPD9fZqFcZypfx7RsN2hIhXUWHePfe4aSbsbgzGzJLfkcSAbZ2x9D1xQMyyZXlSWNhVqL+VKDmOPhNulkVy8tSiXNdj9mwKfidzJB7c9VFSlWkY0GGEyFOD1bomXY3DOUYDQTpt8JgP2azN68NF2k6JQoHpnIc2W56ph9R4gFNJbK0kOsLyFFZdrfPdYVdnsnizXpMWbaNsmQj9linblSg2jAh2XLHsiV+4LsE22XuRVqBtWmlHVv96G1M3KmZfP0hWWWK0329cfZlo24/XuJkAxIfc4xvrhYYSpfoyce4L6RFPcMJUg4Ij+5apPRTJhK02B7d4QtjiDFYDLo9tFZtk25bnBuroRty1LNh8fSUnij0WI4HaYvEeCBkTTdTplf2+D81ExJZrLbgiItE4G079AUga7JQCwZkqWG5YZBvbVSDllvGWzrjhLyq1QdxdiIX+77lmlxaqbIvr44iaAP2/H+8/tkNvTiYoXRTBi/TwaH2aifC/MyA31xoYwiBAGfimFJpdELCxUUIe9NY10RyvUWLee6644Hmc7LiZjxZXlO9cQCFB1xp129MQaTQYSQfndhXXV9FntiAXb3xoiHfMSDsqe4fa7Fg7LMtT0pd2KqSCLkkx5wzjoXneUNy2K+VOfMXGntT8oqvADNYxUzhRpv/tUv8a3/+2sMJkP8wfc+4M4gedx9nJgusFBubPi6ogh+9b0HWCg1+MVPnnod18zD4+ZjWlJxcSQTcsq7pPJeNhogGdIZX646whdyEHXZMZk+P192s86WkyHKV1uMdYXxqQr9iSBbuyJ0Rf1oquDSYhXTsik58uSRgMZQKsiu3ig98QCZkJ+xrsgq8+umadMyLCdQahLwKbx5Z5YzsyVXSGFrNsIDThmzIuQssU9VWCrLpv5ay2Q0EyYR1MlE/G6Wpq1yJ4Tg3qGkO7AfSoVotKQ0fzqi0xcPEA/IQWY8qDGVr5GJ+JlxZpnTTuZhoVTnvuGkNP5dqnJ5scJcqUGpbmCYlptBU4TMhiRDupTsz9c4PlXg6KSUftdUwbbuCH3JANmInwdGUxRrhjvoawcx7eBIUxUuLlRYKDWwga3ZCMPpELt6YxhO392JKTmbrgi5vbYte8GqTZN4UOfAYJxkSCcd0TFNy+2rOzdfptY06U8EabSkQe9cseH2eR2dzHN0skC5YZCJ6DQdJcli3XCV9UbSIZYqTQ46AappSm+neNCHImQpbNSvUaq3aBim21cYC2j4HaXJVFjn7FwJnyqzRKW6wVS+hm1Ln6lOpnI1+hIBdvVGOT4l++Fs2+a+kSSJoBRESUd0V+ky7NeIBnwcnSxw+EqOrBOc7+mL4ddkRrE7FiBXaXFyRhp3F6otkiGdoK66ZXjxoI/BZJBirUU26idfba1SWKy3THb2RNneI6t4+hKyd+sfzy0ggMFkEL9PYb7YQCB7jFRFuN5mg6kQ79jbQyYqJyr2D8Q5MBhnulCjWJfnRzLkY3K5JrMddvv8ljL9IOXpg45/W3dMBi9XlmSWql1y2KZYa3Fqpkgs6COsy76jqbwsldvVG0MAuWqT07MlDFOqfPbEpNKr7qgBgsyethVCz86VSDmlmo2WScPpdV2uNEmGfEzn664fXts8vFhrcWq2yEgm7AZ9li2FZGotk6VygzOzJXTnmr+0WGG20ODwlWWOT+bJVZvyGEb9bM1GeOP2LkzLJhaQ4ho7e6Ps648T0jXqTgBUb0kfQGk1EHBtH5pOz9p0vk7dkCXHsaAUsfFr0iR+oSw9/KbyNSZyVbd8dls2Qr0lSyhnC3WWKk0GUyFCTkb+0mKFieUqT+7MslRpcmg4yT1DSR4ZS3NwKEmhZiCEYDQTYjpX48mdWboiMrv5rr29WLbNjp6os35SKGl/f4x0WKpnZiJyUmYqX+P0bEkGpKoijcCdiYhq02Sx3HQ93TRVUKwZ2DbuZMpYVxhFyIqE5Upzld/fengBmscqFktNWobNu/b18avvPbBqds3j7kIIwb//5j1szUb45PGZDY2sQ7rG737gPj56dJo/f278dV5LD4+bie36OVUd+fP+ZNBVvxvNhLEsWw7MFeEan45mwq5Hz2S+xmK5ycePTWPbsq+trZh4ZEKqkrU/d09/jK6o9D56YTzP+FIVw7Q5v1i+qsRxqdJwBgURDFOqwOWqLfqTASpNg7Cukq+0GEqH2NEdlSpokwVUIcsY9w8mpDKbkNLx7XKi/kTQzZoZpsXXLyy5Zr+GZbt9S8WalITPRP0EnCxePOhjsSTLPS8ulGmZFju6o+wfSFBuGIxmIvTGA+zpi5EJ64T9qlQ6dLZLGoH78alC+i05g++dPVGCusxKnpkt8fzlHPMlWXoVcjyKwn7ZJwVwdrbER49Mc3QiT9wpm8tXpcpa3bFHaJoW+WqTwWQQTVHcMs5q02DKyQb+5fMTLDvqkgLBl85IQ+axrjB7+mIkQjqqIpgtynKo7pifeMBHV8RPNip9sBQBl5eq6JpCJqLT7QQ59ZZJuWESD0phDdu26Y4HCPnlsTcdr6b5kiwHawdNybDuelKNZsJ0x/wslBrMFuooQlCoNZnMVZkr1ilWW5yeLbrnzHypwXS+zqmZEiEn42ZaNkfG88wUpM/fscnCKuXHdultIujjwkKFWsvAtGzXTP3sXIlK02BbNsy9QwkGUkFURZZHtkv+ctUmNnBkMk8ipDOWjaCpsgyyLTTRzrqsXHk2+/vjnJktkXAsKabzshytnVWaztfZmo1QbRocGc9Ta5pEAz6uLFW5tFhZ5QeWr7UcVc2mm0E77XjXgZxMsGxZpnZ6tt3HJDPXI+kQiY6WgIgTVMSDPlRVHv9dfTHmHd/BCwsVRtJScMLvU0lH/O6xfGm66AbOk07/kxCy5FnXZEap1DBcsRJNESyWm+BkxLocO43pvJSRT4f97gQHyH7JgaScNIgHfWzvjjDoTErEnXLCgE9lKB0iE/XLc9tRJq01TXyagk+V+/jsbJmpnCxRrTVNhlMhGobFSCbMYCrEgmPdEHP6QysNmUWUvYc4lh6y3Nq24eRMkflS3a3GyUb9VFsmLVOqOG7NRogGpWqtZdsYli0927IRsrEAnz81T9MRAzp8JceOnphjixBFU4Tbw7tckX3AXVGdL56Zd857GZg1HZuFIxN5/viZy26/XqlhyOyqUx4572TEK052sunYabQD9bZgUds6wqcpzBUbnJsvEwvq7OyNkatcuzXEG317uHzoj57jn374aX7q7Tv4qbfvcGdcPO5uTMvmsyfn3Nrq9eiNB/nwdx/iP33iFM9eXHod187D4+bhUxVUZ6Z0vtSgacosiMwMKOQcKeahVIig00vUHfNjmJbrl5OvNhlOhdjbH+PiYoVCrUW+KgeBMpCD2WKdK0sVTk4XyddazBXrDKVC1JwSophf44HRlJshAmmJsaUrgl9TGOsKc2AgwcmZIm/d3cOWTJiwX2OuVOfsXJkzcyVapsW9w0mqTZMFJ4gayYQ5PVMi6FcJ+KTX1lS+5k7WqIpgJB10xYWapuWUuyXQNSmOEQ/6sGzZlxfUVYSQA8pctSVNo+dKnJwpcGauxHxZDrDbPm+y/0hxM0jFukHZyQCdnSszmAy6ZWL5qlRty0b97MhGeXBLkkrDJOKXPXBtFcp2lvEN27swLOn7tbs3Sk9M9shNLlfpjkk1tuF0mKyjEvnImCwLjAZ8jGbC5KotkmGduVLDLeVsB92aosisltOvtL074vrXzRTrXFwskw7LgDUa8LGjO+qKXkzkakzmalJ63i/7yS4tVrBsWCw1CPk0tnfLbGmuKn2q+hKBjl6pAGFd9ukZlgzMG4ZJMiSFLnyO7UCpbrgZrjaHhpPu4+09UQ4NJ9FUhUhAc0RaZDVFukOQ5thEnrlineF0iIzz/IWFCnVDTjL0xAL0xgNUmxa5asvJ3kppfcOSXnU+VfYHlerSgHzeMU63kedPSNdWBYUgxUPapW8+VaCpCvePpogENDIRP5oiXLXJkXSYWNBHrWVyZCLvKJNKYZ9s1E/eEchob1c72N3fH3f944rOewzbZkd3dEUwxpaBYbSz0sgG07Y5N1diodRAEYJ2XkyWBatM52XAa5jSRLtuWBwYiK/KqrTFhXyqVO2cLdSpNg0SQZ1t3VGEEK7hfaHeoi8RpNEysWwZZO3ujZGJ6Pg1mdXscj5vKl8j5Fe5uFgBZDa3nXkdTIXYno3i11SahuUEvjWEUzLYMqSybLsnUZYOS9/DmYIMWtqCI6oQzBflfbEnFqA7FiAW0JjJy/K+aMDnZuNPz5bY1iUz2IOpED5V9ssZps10Xlop6I6/ZCwoM4Zlx3NQloEKJ7trkqs0iQd95KpNzsyWmC7ISoZq0yTpBGhtsZuc4/XWMm1Cjt/jvcNJTEuq63bHAvh9KvmqzO7eM5igOxagLxmkXDfccywZ0hnrijCYDMny3WKDdFhnrlSnOxogGfRRaRrs6InSNEyiTv/otfACNA8A/u83xvna+UV+6Z/s55896BlQe6ygKoJf+6cH2dIV4bMn5zbMpN0zlOQ/fetefvhPX2B8qbruMh4edxINw2JnT5QdPVF29kQJ6dK3qmVKU9J8rUW9Zbl9WU3D4spylelCnaWyzArt7Ikxma+xXGmyuzeGbdskQj729MUI6SoBTWG50iTi1wj6VGpNkwdGUkQDcqC+NRuhLyFnpNsz/wBlx9BVCOljtDUb5vGtGZ6+sMSFBVlqOZKRWQ2/ptAdk6a4QV32SR0Zz1OuG9w7nCSsa25Zk08VqzIPvYkg9zllku1A7cXxPDt7oq54QrlhkA77mS3U6YsHMS2bQ8NJkmGZYUqF/Dy+rYtaU86UG6ZNvtrCsCxapuVmeRQBhmXRlwgynA4xkatxdrbEufky6YifbdkIvfEgqgqfPD6LrsnSolhAQ3f62UzLZlt3FE2RpY55pycqGfaxNRthd18MIQQnpoqup9FkrsqSU+rd9hoLOBLf/Ykgfiez2FazPTNXYjpfp2XZ7O6NSVELR/GzJybLX8/MlTg9W+rwAKuwq1f2vPTGA8SCPgzLlmp5/VKIY2s2gk9TXJGOAwNxJnM1pvI1t88IYE9fjLfuynJxscJIOsRytUVXTGdHd5RK3eD4VIG9/XH8moJh2tw/kuL+kRTHJwukwzq7e2O8OJ7nwkKZK0tVYkEfqbC0PRhKhVb1T6bCOrlqi6OTBaIBH6pQ2N0XI6RrqIogFvSRq0ol0onlKkJIU+iGYTGQDLnG0WNdYapNky2ZMO0UkuwrsjBMy+31WXX9OcbCnZk1TRGcmCq45z3IEsndfVFSzrYdGIizPRvh8JUc86WGVMyMBlgoNdxy06MTeSoNGdDJa9pmKl9j0ploaH/n+JKUnm8rYwJUWyaXFqsMJEOuMMlSpclQKiRL+Rxz9KWyLK3NRPx0Rf3MFutSuMMJ5hRF0BWRiqJTTgZpV09MSslPyWz8bKHuZtXPzkkxmOVKE8uGs/Mljk4W6I4F2JqN4lMVV3ClUJPS+BPLVSaWpBjQRK7GxHKVpy8ucWmh4tpH9CeD7OqNEXYmarJRPxbQlwywzREXEUJO0LRMC82ZBIkGHMVOUyp7luoGPk0hGtRQhJycenxbF4oQHBiIuz1uE8uyxPe0Y2S9byDOXLHO5aUKk7ka88U6g6kg3TG/G3ReWaqysycqDaYdA/TeuPQNtBEoQga8p2eK3DOUIBWSmex7hxKumqZlWW7/6GgmjOoYagtgwOmPrBumtAgwLCwb97qrNGWVgWnZJMNSFfbyUoUTk9ICYrYos7mVhkHTlCbw79rfe9U53Ykns3+XY9s2P//Rl/jokSn+/AcfZv9A4mavksctimnZ/N2LU2zNRq7ymWnz1MF+zs2V+eAfPcff/Mgjq2cVPTzuMFRFEPJpzoDLJBuVP+4XFipsy8o+p0uLFUp1g+F0CEVAPOCjOyZlvi1bymebThmkQFA3TJbKTVd2Ph2Woh49sQCTuSp1p5/ppekiAZ8UI8hVmm4WoJ1Fq7ZMyg0DRUhZ9WK9RTLk59GtGbdHZypXYygVZGdPFFURXFiosKM7wrZshL39caYdiXzLlrLyAUdUIxGSM9VNw+L4ZIFLCxV8qsJErspAMshY1+r7QzIkTX7b/SYL5TovjOfY2RNlrCvsljoNJoNSaMPJdPlUmXeIBnzUWw0eHcvwd0emKDo+ZboqSKdCJEI+io5J7GSuRqVpOD5oTbpjfrfXrV3qdW6uxOdOqZyZLbklT8Ulua/a4itCrBgW+1SFc/MVhtNysJmvNsnGAlKoQMiMXzSgYTsy8Fu6pBkySIXOUkNm9gaTQQI+hVjQ52QWbUoNgytLVSxbngN1w6JarLOrN4auhZgvSlPcf3LvgBvsPHNxie5ogLlig954QHrjsRI1CyEYTofZ2xeT5bKmzEY2TYtYyEe5LrO0LUuaTvfGA3z6pVmapsVSpclSpUl/Ikiu2iQZ05lYrhJ1MlPjy1VSYR1nnM9DY2nmS1I2/MhEngdHU7K01CfLv+aKdbdssS0u0hbMmViuOmbmGqYlDdqFM5DujQfZlo3w9IVFTBtXOr+TmUKNy0vVVSJmuqq6YhlzhTrbuqPkqk2+cTFHNKChqYLjU4VV7RvVpuH2TIV0Vfq4WTYTuSo/9uQ2vnZhkUTIx2K5wXShTqluMJaV/XAPbkmha6snLSJ+KTBjWfKonJot0hXx87ULi4wvVwn7VbZ0haWfV7mBqsCBgQRHJnKrtm+uKMtSEVIh1a9JSXlVUdzMWcAnS+eCQyqZiCxvbF+zhmkznApRcQL6oVQI25bnR6NlYtqyHLNpWIT9ct8gpH1DW53y+cs5Kk2DsS6LequtHCkFgy4uVAj55TWWq7Y4NJxkOl9zS6CXK01KsRZ+TfbK9fpkT125bhB2AvgXxnP0xqVIR7lhMF+SqoiJkI/uaICJXJWE08Pbnwi6HoqVhvQ2G06F6IsHqLcsvnp+ibBfpViT2cRa06TUaDGaDrNUltfRSDrM5aUKV5aqdEX9PHd52e3NHOsKk474ef7KMienV8rU216XMjMrJ8zy1ZZbHQCyxLHSNJkt1umJBRxhKLl/Sw1pHj9frDNTkAbaY9kwf314tXn8WrwM2l1My7T46b86xmdOzvJdDw57wZnHNVEVwf/6rnsZzYT5+NFpch39Lp385Fu3s6UrzI95yo4edziaIoiHfE6mx8a2bXRN4cBAHMu2mS3W2dkTpS8hAzdNVYiHfOQqTSKO4uJkrsrevhi7e2NMOYpoEb+UhN/ZE0VTBadnS5ycKXJ0ssBiueHOxg6lQixXmoT9Gk/uzLrBmWFahHWV/oRUI+uNB3h0LONIiNuknbKnatNgqdzk6GQBy5aZl0rTpGnaZKN+tmajXFmukAzpjjqZFB1pGiY7e6QH0sNjaQaSITeYUzsyF20Wy01KDRlA5mvSD05VBE1DZsyOT+WZK9SlKmWlyWKpQblhOKbWKyWOJ2eK0nC41GB8ucp77x/EpwpUIQ2fG4bFgYEEBwcS7OqN0RsPMJQKM5WrsVhqkI7obHNMpJ/cmQWkwMS2bhlMb+mKsFhuMJwOsbcv7vYfdccCbomj3ycl/mcLdbZ3RzFtm4Aj1qAogoZhUaobzBXrNAyTK0tVRjMyOzSRq3FmrsSlxQqaKnt7gj6ZMRvrirBcaTpG5LIULhsJEA1o1JsmPlXh+GSBnnhAmkIrgr5EgJlC3S0DbLcltEu2FsuyxEsTMhMzU5CiHwcGEm656ViXFJB4ZGuGAwNxYgHp39YTD7h9SaNOSWybTjGaL55e4PRskbBfYzgVQgjBcll6aUWdkjFdFSxXZO/bxHKVcsPEsmxHZS/semXpmhRtmc7XKDVk9rdduunXVg9XbVtmmA4NJ1etj1BkRi6sa25GszceZLRLDrRfmi5i2bIM9cBAnP5EEF2TEw9Bn+YIXZgcGk6yqzfmSM/L3rOhVIgHR1NucAZSWOXUTMkNHNrXX7He4uRMUWZYbNtVL+2O+UmF/JxyTLrjAZ25YgOfKtyg3rBkiWU2GpDnlZA5tZZTQh31a26wenBQlqW2+6uqTRMhwKcK7hmSx7m9bHcswAOjKSJ+6R/WaMnjMFOQWdgHR9NSFCjko1iTvbWxoI96yyRfbUpfM01xem4N/D6FoGOILtVpZYauPTZIR6RqZcOwGEyFeGQsw0JJ9saatswsjqTlZM5soU5/Isi2bJTBZJB8tUXdEUJpmhaDqSBCyKAvpGtUGgZ5J3N7eraEjSw9tWzbFZiptUzmiw3OzklbClWRpbA+RVqgXFqqYFmyHHW50gRbXg+Pbc0QC2iE/dKrMeCTvbDRgOwDTDjXRMMwXeXcZEhnZ0+UoVSIUl32JLczkOmIjuLYPYx1hak0TU5MFSnWDK6FF6DdpZQbBt//h89xYqrAP/z4G/i379x5s1fJ4zbBtm2eu7zM4gbqjopTEjlXbPBf/sFTdvS4c6k1TWYLdTkAzITx+1QMU2YlfE5J2+nZkqvK1jCkHH/R8cuZytcYzYQ5MV1kMlfl4GCCkC6NWe8dStBwekAUAcNOv0zDsLhvJOX2Lx0aTpKO+Dk3X6beMrFs2/G6KpCrNlGEFB6ZL9a5ZyjJsxeXOT9fZr7UYDAVYt9AglRYx3YGKSFd5bseHOL5Kzmm8lX29MXJRmXGr2VKiXGfqjCQDNIyZZlPKuxjKB3insEEmnr1sGJHT5Ssk8VqtEw0VXBgICEzK12yRPORrRkMy3Ib6qtNE10TNAyT5y8vA9ATD7C9O8Kh4SRbMmGuLFYJ6hp7++MMJKVYSE88wIITmLQzCamwTizoIxPxEwv4XMW2vf0xDMtmMif9onoTAddM9vhUwRU/uTBf5sJCGcD1tdvdG3OFSeotk6qTLQIp7lCuyyzenr4Yi6UGAZ/cL/v642Sjfi4vVt2yOFWRZuFt9cO2GW86Ij2txrIRgroqjcydbJJt2zQMC0XIHsVKw3BLywSCYl32vG3LRhlfrlBtmtwzmEARgq9dWCQV1lGEcMslZ/J1jk4WaJo2g8kQh6/k3KzYlSXZnzSclrLtndw7nKBl2pTqLRIhH5ZlM5KRGcRy08CybUxLnlvlhkks6GM0E3LN0ws16YG2oyfKVL7GYEp61gWcEsKmaVFpGO7fbdZmDNsoQvDiRF72QTrnYqVhoKsKiZDPtWxIhKT6ZMuUxsMBTWW50pBZJuAFp/zxucvLrgz/+HKVk9MrFgLCUT4FuNJR1t8ybRZL8hwJ+1UmcjVmCnVSYZ3uWMAtFW4H6v2JILqquudDuy/Lsm3HINqWlgqKwkOjaeIhH4evyGuiUGvREw9Qa5kcm8zTMCyCuoqmKLw4nuf0bIlUeLVPW71lslBuuBnZREgnFvBJRcSFCi9NF1ko1Xnm4hLPXV6mVDfoT4ZQHW+6dt9gNhagPynLq5uGNBoXKIT88lgNpUKMZSP4VEGpbmDbNo9vyzCWjZAI6pyfL9Pt+BduzUaYL8lJmolcjUTQxxXHhzGky8BZeqQ1mXX3pZ/t3RF0x3Q67FeIOWWVIKsJ9vbHSUd0VEfo5MxsieFMiIBPZlof3ZbGMG1GM2FmijW+en6RfLVFNCAFUyackuv+RIBLi7Ls0wZXAbTdR9bO/rWFUDRFcHmpwmxRZlzz1RaDqRDL5SYCyER03rI7y7XwArS7kPlSnfd9+GnXdLBTfcjD43oIIfiPT+1lW3eUP/vGOE9fuFoUpK3s+HdHpvmL5yduwlp6eLz26D456LswX+bIRN6VXF4sN4kFpNkwwLRjZqop0l9sazZMIqQzW6gzV2wQ8Ws0DMstRbzoyPFfWqxgmBbbu6OEnJnwN27vWlVONVuoM1OQvSPlusGL43mSIV3O7DrlTJcWKlxcrHB2rsSbdmYZ64rI9V4oM1+sO3L+ijQkdkrhntyZdXzPqpybK9EXDxILaCiK9BwSAl6aLnJkPMeJqSLL5SYvTuRX+Zx1suLtpONXpSpirWVSa5loiuCl6QJdUT87eqLEgz76E0GSIR1NURhKh+mJyeBpKl/n6GQew7LZ0hXhsa0Z4qGV37BnLy0xmasS8qvUWjLTF9RVzs2Xubwk9+/hKzm+cHqeRWewZFg2FxcrPH8558jLN/Brsmct6JNG5BVHMr8vHpDZHyfbMesEZb3xAA+MpEgEfezujTGWjRDwqSyWG04ZK4ykQ2452WgmzK5e2QM3U6gR0FTOz5cdmf0aQUcxDqRRcKVhkI74ZU+QkxGR3l0ymNMUaYwr97Us1ay1TAxLCtIIIftkVEUQ1jXGl6Qh8lxRTrS1+/wiftkftKtXKntKU2PBqZkSi+U6E7nVYlHpsBROaMvtN0zZW1VvmVQbsgw2HfFzaDjJTufY5qstfKrCTKHGbLFO05T2APWWyXS+7nqjAa44yLU8ozrlzBQhywVrTdMNqustk3PzZXLVFkXH3qLdX+jXFGbycj0e2pKWpX7OOV6qtdjZG6NUbxEPtnvqNNdz7/6RJA9tSTu2DStlvUFd5amD/TQMS4qZLFQI6TLLemyyQLVpsL07yv3DKTRFimHMl+pu8NvOyrSVUBVFMJoJE9RV5ksNRjNhRjMyixfQFEehUwY5SceHr91rNpwK8cKV1aWTW7oirviJ7hhJx4M+7nVEYtpecrt7ZWa/YVhUGwbnnImKYk16JU7lqrw4Lq/5+VKDSMCHTxNuf17dkfIH3D7asS55TxxMhRhOr8j/L1UaWLbMEgJ0xwMcGIhTrEtBGZ+i0BXxs7s3Riqsu/eqXb0xtmSkIubhK1IAph3olhsGFxfKbgnsQqnBzp6oY+NRp2VYfPnMAr3xAIulBv2JIDu6o5yZLTGVr6Griuy3FLJsvT8RlOeFo1qZdcpO2+dgqS77/14Yz4OAsa6ItEIoN0kEfSyUGhQbBhG/Rjri54unFzY8p8EL0O46zs+X+bb//XV298b40w89xN/8yKMoirj+Gz081iER9BELati2LO/qpC8hlR1/4eMn+cal5Zu0hh4erx2qY5Bq2TaKwC2hOTScJBX202iZ7OiWZS8gX9dVhfPzZY5PFtws1NZshLGuCCWnt6onHnBFQwBeHM/x0nSRFyfyjC9XXTW9rqifqXyNRFDnn9w7QNivca/jSdaXCJKJSjW70UyYJ3dmsW05QZcI+ciE/YR1DdO2qTRM7htJMpwOY9k2Z2dLFOsGkYAcTCNgb1+MYl2WRFabJgLBrp4oj451sbsvxnK16QQKGwwrnJ+ZQq1Fw5By/KoQLJUbnJ8vI5CB7fhyjZlCjblinXFnBr03LmfqryzJQXx3NCA950Jy1r8jmcKjWzPcM5RkJB12ZL9NJpar1FtS0VFXpchBu8fM71PpiwelAIOzv7OOX1Z3LOCKTezrj3PfSIr7R9OkIzovTspBb09MZvUqDalIma+1mC1Kr7uGI4zQGw8wlgmzXGkxkatxabFCy7RYKjfdYHQgGXSyBXJwqymrNguAr19YJOCTg/8nd3UzkAwwmau5Zs7tn3IhcMvDLi3K7GAm4pe+cpbNnr4YqbDcB+1z7F37erlnKMFwWpYpWrYMpqtNk339MQZSQTcjBbilh584Ns2ZOak4es9gAs3pHWybN8ecCeC259alxQpRv8+VW9/bFyfgU2gYllQttaUvYLsX6ZGtGTRVCqR00vlzs9JPZqMIWTrbHQu4pYjpiJ/9A3EnWyoDTE1V2NEtey/rhkV3zM9L0wXOzJZYqjTYNxB3sj+Kkx1tMJIO0RsPuKWvqiI4NVPkzGzJDSwAdvZIhcWY0zuVDEvBlwdHU2zJhElHdF6aLjK+XCUakJ52qbDOI2MZ3ra7xy0nDeqqGwymwjoBn8qBwYTbawYQcY5DrSVtCAq1FmfnZDB6z2ACRRHs7lvtt3X/SArLtmV5sCpYKDWZWK4S8qns6YuhKYJy3eD8QpmxbIR0WKflTBTJ3lBBpWHg11SGUkFCukZXVHeFQNp2H4Yl7y21psnWbIRURHfMrHUUIbevPfqstyy6o34GkkG6on7OzJZkJi3kc4WTLFtOpLTLSaU1RkX6CdYN2eOqKm6AC/Iaf3E87xpG11sWqYhOMqQzmasxlAqRifhpmhYNRyHyLbuzHBxMsFxtIoQMghNB2TssbRx03nf/IKZlE3SuV78jnjKQlPeSdNiPYUkvxbaAykJJZmjztSYnp4tuEL0RXoB2F/H85WW+47e+znsO9PHV84s0DWtV7baHx43yzn297OmL8/FjM/zs3xy/6vW2suM//8jznJndeAbUw+N2pFSXyl39yaBsIFcVDNPiyETeURy0OTNXcpW+Gi2TkzMl6i1ZujiZq5GN+jkykef8fJkDg3FAzupv746yVGmgKoJsTPYDbctK8+p2CU+Xk5nwa4Kvnl9EV6VgQKVpcHq2xNnZMj5VwbBsvnFpmR09US4uVKS3T0CjJx5gSzrMG7d30RsLslBqoArBfSMpzs6WKNcNvv+xUd6+p8ed6d7RHeWJ7RmEwClnlBL2W7sijHWFr/uboiqCoK4wmAySdXpQtnVH2d0XJxPR6YroxIM+kmE5iKo1TV4czwNyoL2jW5YxDqZCtEyLUzMrvlEgy8Nemirwwrj0OLu0WKHPEReoNKQPVibip96yXDXCCwtlJnNVfE5PU7vv79RMEQGcmCpwbEKq5glsrixV2dUjB72aqhDWNSpNaVL+hm1djjS6LH8bSoXIV1v0JoLcM5Rge3eU7liA6UKNpin7ZVqmzbn5MmNdEbf0SlUUV1GuNx4g7Nc4OJhAVQSfOzlHLCB9uKIBjZCuuYqdch0F1aZJy7TZ1StLB9vltP2JIF89v4TmCLBMOfYpXz2/yIvjedfv7Yxz/MsNg5MzJSK6Riyou1medonh23b30J8MOuqWLacsL0RIl6II7XLAhmER8Cn0xgMcGknSlwiiCsGFhTKWZbOzJ8qFBZn5yEb9bmVPMqQjbNnX1b424kGf2xMErLKXEEKKh8wW6mSj0nKgWGsxk6/RFZElb9u6I8QCGmfmSlSbJrt7pfpfxjFk9msqz11a5tJiRZoRG5bsIxKCF8fzVBoGvfGgM8khB+iTuRpPbJclawGfSrVp8Nbd3QR1lVjAh2nZ+FQpENMybWIBjdmilI//5gP9KEIwXZB+eW0xlW/e389AslMARSEd0Tk1U3QDzZmCFE8J6RpHJ+R10h3zE9JVXnTKU9di2zbluoGuybLldFgnGwugqYprst72n7u4UHa2349p2uzrj/NN+3vx+1QyUZ10xO9aBViOeEh7/SN+TZqK+zWZ5V+quj2l7eqC9rXbGw8wma8xsVxjodSgJy4nYSoNA79PZg4LNYOWIftgdU0GRO/c2yMzYGV53ws7Yjbt75c+fREUIftHpwtVUiFZ8rirN8ZIJoyuKfQlguSqLZ69tMzpWendFw/6mMrXqbVMuuNyMqTS3i+LFXRNZancdLLVFpP5Gkcm8gQdRc3TsyXnXiNLoM/OlTg2WSCgyWv8TTu9EkcP4FMnZvi+P3iOf/uOnfz0O3by6Z94gxv5e3i8Ut6yK8uHHh8F4NhkftVrTx3s58ee3Mb3/P6zbk+Hh8edQCSgkQ7rnJopueICihBS5UzX+NaDAwBun0I2Jk2YDw7KTEU6IgUC+hNB/D4pAlFrSmGJGaf8MeCTpY0t0wIBu3pjq/xzzs+XubxUpWXK2d/5Up1oQGP/QJyxbNid7S7WDV4Yz/HQljQBn8pMocZMvsZMsS6V6xQZULRMafT6wGiK3f0xjk4U+PRLs1xeqkgPN8sm7Mzan5op8o0ry0zlayw6pT3tMs8N95lfw7LghfE8xybyFOstai2Tb1xapmXKgWBI16g2DWdQpbCrN+q+dzJXdbMVIV3jsa0Zt7QP4MWJPKWGwXZHkn5PX4xyw8AwbRbLDVIhnZMzsuev7Xc1nA5Rb1kcc6TL54oNslG/a048mgm7ZZSKIjMq5+bL7neatswIKopwS8OG02E0VWGhLJUZlyqyNK1cNxxZ+QiPjqWpNk2KdakId3yqgGXbbmDQ/o2eztdYKjfQFAXbtqk0Zd9Yo2WRDOk8MpYm6AQFIAe9qbCOriksVZpyW5yyMID+ZNDJUAnHE0zO9Id0lWEn23vvUIKeeICDgwkUAcenChyfzF9V4tiyLCJOj9CFBWn+PFes8+J4zlW4e2A05VgjSEGQE9MFqfBXb0mlO78UYkgEfXQ5ZWPt7IKszBBcXqqSjQZ4x95ety+rnUXrzKYpQrClK+Kak983kgQhzc4ncjXKDQO/Ki0SUmEplnN6tsz5+TJdkYBrAN0TD6IpgnRY5zvvH6IvHiQa0Fyxkbbww2AqzI7uqCM+I49X0Keypy/ObEGaLs8UagR9KkuVBqdnizRaJn1OubLimE0fncyzr19O0AymQjx1sJ9ivUWx41rXVMHXzy9Kvy3nOO3skeJClmVzz5Ds62yLgAylpPDNqQ4zcnl+yKz6lkzYCXZthDPRgpAZwIFkiG1dUe4bTlFuGCyWG7LsT1MIaKo7AfHClRymJfsh24FY+/qsNmWvrbyvyIyqYVp89MiUG2C2mSvWiegaiZBUcI34NXZ0R2kalivGkQz72NsvxX9qTtAzsVwlEfIxkglzcUF6RZ53rs22r96Do2nuGUoyvlRlNB1mwqlCmCnUODldJBsNMJWXk2X3DCUo1w0K1RaKgKGUFEY5M1viW+/pJ6Sr1FsmsYCPR7emeff+Pu4bSaKrsnTYsmU5bjbq543buxhOh3hsW4aE0+93bDJPSNfwqYIvnJrnWngB2l3AH37tEv/2r4/zK9+xn//5+XOOJLDXd+bx6hHSNbZmoyyVG/z0Xx1zG8/bfP9jo3zHoUG++/eedWv/PTxudyzLRjgDmq1OOVRbWS7s1yg2Woxmwm5JlA0oClyYrzC+XCWia0T8GrGgxlAqRCSgEQv63P6fff1xNKdf68pSlXNzZS7Ml90+r3YpWyKkM5wOoyqwfyBBvWU5QgSKa2b7xI4uuqMBLi6UMU2LVEhnZ28Mn6rwwrjMmgR8ChcWKiyVm46Cmc9d9y2ZMHPFBkvlBleWKgghBTDesK2LB0dSVBtSplrX1h9WtL2dlitNOaj3a9RaJvWWxVSuRjaqE9Z90ituqYppwYLjFdcum7ywUKbeslCd8jFVEaQd6es2b9nVzYGBOKmwjwdGU+SrLVlyFNEJ+zWiQak2eNARR2mzLRtxBSTaA9ds1I+NLKHrlHgfSYfcLIHcNtzywmzUz+nZkpu5UAR0R/3oqsrxqQLFeovFsjQvrjQMfKoixUuc7+uK+hnrCq9qPYg6SnJfO7+IjZz0ap9P48tVFDebubI+IL+3rai31SlPAynqkgzqtCyLe4cS+FSF9xzoY1dvjEzUj+6cNyAzNFu6IuzsifL2PT388BvHeGxrxv2uL56e59RskeF0iO98YGhVmWbYCbxUIZgp1Dh8JSczD6pCLKCRifrZkpGBrCLg0EiSREjnsjNBATJremgkyf6BOA9tSa3aQnttDSiy7LjcMAj4VA4OJhBIJcgHR1OynLElDbQDPpWg47MW0lX2O8qrU/kaIV3jwS0pBlMhuW6OQbvhZIg6x0/Hp6TJeq7S7FDRFHz57AKTy1VMyyYW8PGW3d3cP5JmJB12pfxnCzJIURRpi7C8RhlZU4Ub5ILMoO0bSKwyCg/pKqoisIFqU/aCXVyssFRp0hX1u6WJawn7NXc7ai3LlYLf4ZTrzhXrnF8o0zRl6WnE72MwJQVBhIBqwyQelJ5jfp+KpggZTIoVo2/Dshl3hDK2ZMJEAvKa3dMXXynHdY6lrsl+3q3ZCHv6YtSc3rueWABVSKVW07TlJJBhSU/IlhRdOjVTYq5Y556hBAPJIL3OPcunStGQz56aYygVYiAZpFg3GE6HSYV16i2LhHMfCTjCRAJZJj2YClGsGzRasv+tLxFgodzAtqXtR3csgNZhdyC9JiP0xGTvnKZK4ZIpR4Co3JCm1gcHE8yX6pyaKbFlTdnuWrwA7Q7Gsmx+8R9O8ZtfvsBvf/ch3r63l4/+y8dW/bB4eLyapCN+/uHHHyfi1/jlT5/m40en3df+9du288jWDB/4/W+4jdoeHrczlYZU6pOCB3VURWbPDl/J0TBMVCGV2tqz4M2WSUBT+cE3buGRsQw+TUFR4NRMiRNTRUbSYcoNg3LDZCwTkeqHMTlg39ETZV9/3CntkQOQZEiWbPkUwZWlCt0xWerTNCxs23bLh/b2xTl8OcdAMkilYQICv08qEHbHAtzvGE3nay2SId+qnpUDA3Ge2J6l5WQWDg4lGEyG3DK6ct3gpekiA8mgI0Zx7RLHkFPyNZIO8ejWDD3xgNzOaIDumB9FyHKn3niAHd0R6i2To05WfjAZYldvFEURPDCScj/T71sZykzmqhydLHB8qkijJSXvR9JheuMBV+jBpyk0O3qGpnI1zs+XqTZk4FuotTg3X+bwlRy2bXNyurjKo+r9D43wwOjK92uq4goRnJ8vkwr7GHTKULd0RchVm6QjsrQyHdHBEUOIOP1H9ZbJVK5KbzxA1K+RcEqw2iRCMrh8084sfk3ho0emACkEsqs3ypGJwqqsavutiZC0FSjWW5yeKbqZxhfH89gC3nvfIPGgTr7a5GNHpzl8JcelhQqPjK0EYHPFBhcWyghHHTHkCBy0ede+XrZlo1QcBUBp4+AnGw1wbk4accdDshxzZ0+Un3jzNnb1xlAVQa1pyayhJf0An7+co9EyGU6F6HbKO2cLdU5MFVgoNVadW+PLVVeOvlPRsS1nLhX/GiDk8fzG5WX6E0FGnMym1hF0bctGyFWamB3CM89eXOL4ZAHD6RF9/0PDqIrgylJV9hU539eXCKAIKDWk8fNTB/sdIZEmXbEAuqbw+LYuTEsGfz5VwQb2DcRROyYWFktSDr6T3niQ+4aTDDkS9QcGpTJlpMPyIFdt0peQvVHjy1UCPlmu1zbxbhiWmznt5KmD/W4gnY36GUpJ0/CT07L3y3Cu92Kt5WQjVQzTlpNSSAn9tqgK4PZn9caC7hgz5FMJ6irdUT9n5kqcmS0hhOwnbGcA24c0FpDlyO39G/armJbNpJOBy9dalBqG63nYdBRln7qnn129UapNk6lcTVosOOsU8KkMp0O8c28vQggURVCqS9XLaEBK5cdC8hqMB32U6i2OTOT5+oVFlsoN3rQjy1S+RtXpX72yVJG9as49qVhvcXmx4gaZIJVmm4ZNsdbk9GyRREhWHVi23MaGIQPbfQPxVRMd6+EFaHcoTcPiX//lUT5/ap7ffP8hfuovj1JvmXRF/dd/s4fHK6D9I/qeA/0cHEzQMi0+8swVDMvmF57ay5auMN/9e9+gUPWCNI/bm1jQJ0uUnDJCWeIoS5xsWw5i2v5FIHsg3rm3F12TQiKmZZOvttjWLTM8RybyRP0aqZCPi4tllitNxjIRhlJhijWZeclE/CyVGzx1sJ940McRp+9ke3dUDswMi2hAWxUsJcM60aDGl88usG8gjt8nld/+8Zw0zm0LEQR9stTx8uJK38rHjk7zpbPzLJQavHt/HyBnxkFKi19eqlJtSYPWToNqXVV4x94e9+/2QCzgkwOv2WKdpy8sUnAMpg+PS0PcdjZlMBWk3DAI6RqHhqS6XNOUA/rOz2t/V5vFsjSZ3pqVcuD3Oua5k8s1WVZXa3He6bFpM5gKIcSKUmCtZTKaCTPWFca2ZYZ0NNOxbZrCRmFoXyJIdyzgZsDCusah4RTFukEsIEUKdjoS/QGfgukYCvclghydLLg9YZ1aK+PLVcaXquQqTQI+1Q2gbMeD7ZGtaQ4OJjp+3+V3X1goM5WruSIhNaf8dCQdJl9tcsLZl18+K9Xk/vkbtvCBR0aIh3y8ZVc3AIeGk4R0lRPTBWot86ogYqZQx3bK4yZysoR9rlh31S01VapLpsI62WiAumHxj+cWWK40MSwpzqE4UurD6ZDcH5btSs2H/Cq6qrjnaCftTM3aTJq0U9CcrJY8PwSCIxN5FssNGi2ThXKTAwNxkiEfpx1BimK9RbneQlFk/3RPPOCYVsuMjSIEe/pirkAHyOyu9NFbOT9kMBrjpWkZ4IX9GpGADNqOTxUwLZt02M9bdne773nL7m7esL3rqm18ZGuGvf1xuqJ+Aj6VE1MFLi6sXJ/piB+fKgOtXb0xYgEfuqqwsyeK4vjstUtfr0etZRJxyqOHUiH6k0H6k0HOz5eZydfcSQ0hpIdfp4qNrikEdZVCvbMkU+Fd+/t4eCxDfyLIFuf+8NEjU6tKhNsefdmYnJiJBXwYpiO8JARN0yIT0UmHdYZTIbqisu8t4FMpNwyKNUOakzcMXhjPc9FR7yw3DL56fpG6If3ezs+X6YkH8WsKo5kwV5ZlplYIQbEmFU7vH0mRCulugLotGyGsq+iayjv29sj7l21L3zdNpTcRWHUvmszVuLBQJhMN8Oad3aQjOsmgj4hfruuF+Qq2bVNtGHzi2MoE9npo13zV47ak3DD44T85TLVh8F++bR/3DiX55I8/7srWeni8HrSbgOeKdU5OF9CUISZzNX7+3bv5z588xXf+zjN85IMPrJqN9fC4HVGEYP9AHF2VgzXhqDsGfKorXQ2yquHCQpnx5Spv3tUtZ8JjATlAjwcQwMXFCgcG4vQlgjy0Jc25uTK6prBQqkvp/aUK9zrmtEJIeexszE93LMDzTpZgodRwPIkkqbDOE9uz5KpNjk3mMRwj6tlinbCucmWpwm5i+FThqjS2uXcoyWxRer21g6Ojk7LXbHdfjHuGEgjgLw9PEA/6eGxrhq+eX0RVVuS2O1koNWiZ0rj28qIcrJTq0q+rZdqA7fhGNbBsi5CuuRn3+WKdoCNv3zlr3VkO+NCWNDlHpCNflUHDtmyES4sVLi1W8PtkJifY8Xvo98kB20AiRLlpuKWPiZCOjfS1Cq3p2e4clGWjAVd1sJ11aP/eZqI6wykpnvLpl2YZ65K+TVZLikYoyOxEzTDZkgm739OZQeuOBcjG/LwwnnMH6yDHx6dnShwaSkn/tpbJ50/NrRJemCk4SnVRP7PFGvWW9JqTxswqT+zoolCTPXBN03IDo3YWwjAtJ7sZ4A3bulyD9XZQ9MJ4jonlGluzEfb2xzkxVSAb9dPqixFyrAIEMOFMBHQ7wjD5ahO/ptIydffayER0CjWDyVzVzYrGAjKjW7tOb2MnpXpLmpYPJijVWwR1lftHUnzhzDxd0QBbMmEKNdn7GPSp7O6N0ZMLOO81yFVk71fcmYCZXq5zbDKPZdmojsF4e/JjrljnzGyJntjKQL3WNDk9W0R3RIM0ReDXFO4dSmKYFjOFOs9ekvY07XLVU06Gs/27uRF7++Ou3137u4QTKS1XmlSbMgPvU6R/nukIAm2GiKMC+/lT81SbUgwjFdLZ3h2hPxGizxEssax1aksBVVHc8sI27YD+vfcPuudM27C6WGuhOCbpZx0fQF1TCOkymBFC9nRqioI/IK+Lw1dyjHWFiQQ0WfboZCbztRZv2tGFT1Pc7wn6VLZlozx7cZm37u5mR3fULUXdP5Dg3FyZTFj2Er77QB+leotyw2DfQILRrghfOjOP4tgg3DOU5CtnF93+YqlCqaApK5M1D4ymWCxLtU/Lsnn24hLlhsHZgM+xxBDsG4gzW6xjWHLy41p4GbQ7jIVSg+/88DMEfSr/+m07+G+fPYtt264krofH6013LMAvftt+hBB87Og0f3l4kv/23oNs7Yrwvg8/w7wz0+rhcTtzbLKAaUkVwcNXcq563eErOdcLyLCkifSbneyErimkwjqXFqVUdCqskwjJZnIEXF6qsLc/xiNjaYbTYQ4MSJPjTt+v0UyYTMTPdL7GaFeE2UIdgQw62gPGfLXJx49Nk3QEBBQhTXDftCNLV9TPEzukmlilIaXrd3YMEjMRqahnY6OrCvsHEuzsibreQcvlJl86u0A2GsCnqhtOuLQHMcmQj2hAo9Y0eWhLhkRIZ0tXhEzUz2AqiBDS4HZnT5ThdJimYTHumACPpMNsdWbhN6qkFI4a3rn5CpGARlfETyKk8037eulNBPBrCpWmuWrAX3DkutvZq3LDcPu1LFsaUxdqa7MQKyvQqVx5ebGC2ZHSUYU0rA04whHLlaZbajiUkgIC9ZZFvtKUpYBOYNf5mX6fwkKpwcNb0qt+y9vZvYlclVy16a5R+1+fKpUgw36Ns7MlnIQTlxYrmKbNW3d3M5mrUW2aPH8lx1fPLfK5U3OrttIGx/uqxedPzzG/pof4qYP9bM1GyFebbkmo6mS82qW9wsmg7eqNsm8gLkVbLBufo8jY3s+nZ8sYpsVAMuSWjF5erPCNy8uc68jcjXWFV0mprw0XDg4mqTQMpvI1mR2pt/jKuQWpVhj1M5IJ8469vZTqBrWWVLtse6b1xAPEgz7OdfR6jmbCfNO+XhRFrJoYADjgZC63ZFY8vXyq7J16YkcWTVVQHdn6y0sVKk5v6L1DyVUKjZWGQblx/aqSrqjf7XsCGaB1OSXPhVqLVFhnIBFE11YES0K+9QO0zsyj7ZTdnpsv0zItQn7N9VOLBnxuwH4tliuNVZnO4bS0qnhsa4ZPnZhlfFlm/sJ+1e2ja2eK3763h2KtRb7aYr7UcPdyexKnjRSIkT1wyxVpU3FoOIlAlhc3DQvTCSBVRdAd8/NWJ1NZa5mrevpCuoqNQBHSfmR8ucrZuRKfPD7DfLFOLChLlR/f1uXYLRiYlk29ZXJmTqrxyoy900fn9LwV6wamZZGrtshE/HTHZF9n0PHC64oGeHA05arxboQXoN1BXF6s8E9+8+t0Rf28/6FhHtma4U8++OB1ewI8PF4v/sWbtvIjT4xh2TbPXVlm30Ccb/3fX+P0TOFmr5qHxytiNBPGr0lls55YwJ3lHk6H8DnCGT5N4YHR1CoxgERI52ffuZPBVIjTsyVahsV77xtEVxXKdcOdra80DC45/Q7tSQ2B7CdaKDUYTIZIhnRy1SYIKdzTHkxqqswQffzYtGtSO19qcGautOr3IR3RiQdkyVebZy4tcXKmKLNIfo2zcyUM06Y/GaJQa7FclYMpKRyyMvpZf45dZhuHkiFKdanS2DQsLi9VuLJUQVHkbHrLtPD7FBbLDYK6yu4+qW43la+5SovXIhv1s7MnQsSvMeKUJipCikW4Ay3bdoODg4NJV/Yc2v528pjZ9koQ3Ennz2rn4x09UdLhlWXniw10VcG0bAq1Jo+MpV2BBE2VmdYtmQj3j6ZXqVF2ZgWFLUunxperrnGz3Mc2TdPigdEUmYjfXY8VgY+6a5KeCPmoO6Vuo5kw1abJx45Oc36+zHOXlynWWjy6NcM3O2WsbTRFkI36mcjViAY0lDXDiecuL1NtGk7mzXb2tTxW7cG6QA6GA5ocoF5YKHNwMMmTO7p46+4eZ18oPLwl5Rqmt/umeuIBdvXE6O8IZoQQrlG4PEarz7at2Ygj6CCzd0GfSiSgUWlKoYZq0+DsXIm+RJD9AwlsG7fktVhv0TQt3ri9yxXRyFebTOdXqw527oahVIhdHX2bmqrw4JY0nzk5K89lTYquLFeaXFwoIxAYls3OnpX33DeS4tBwihulJy57SNv2DH5N9n3dO5wApNLsRqJw9pqr1DBtumMBMlG/K5DTLp8UHdFC+zxbe437VMUtOwU4OJjAp0oLkG3ZKFuzcuLnq+cWWXQC/fY5f3auLP0LM2G2d0fdz1aV1UIpUlTJh1+Tcv31lsmZ2RLD6RCJoI+zs2XmnOvYtm0+dnSaK0syyJst1kmGV/aFoggM00IRgvPzZQq1Fg9vSXNgIOFmHbdmI25FxFMH+9E1BUUI9vXHqbfMVYGrELIPcK5YJxzw8cSOLnRNIezX8GnyvF4qy+qGunH9jLBX4niHcHQiz/f9wTf43kdH2d4dcUtUPBNqj1sNIaTR5Zf+zRPoqsK/+osjvPvXv8Yff/ABHt6S9iYUPG5LUmEdxZkOTkd0NwMS8WtkIjrlholp2rw0XaTeMnloSxqQA72grpEI+mhE/cyXGpiWzSNjmVWD4QdGparcxcUKI5mVBvs9fTF29cZomCYX5iu850Afn3ppDkUIdyAV1uXgbUdPlK+dXwSkwXI7k9fGpyqML1d5fPvKF7/Jya7Ztk3eMaP+yrkFbBvGshH29MXZ15/grw5PrBI9WNsX1L6uFytNkmGdnrg0gbax6Y0HeXxbhuOTBQaTIWYKdUqOB5cs2ay7vX5d1ymJFuCWJa7+/pXH7X4hn9O75nNKU+XstxRFKNUM/FGpTtc0rw43O+9SnccpHfHj96lu0LClK0w64kcAxbrMzLUHpQLpxWSYFn9/fMYxPBfOZ3Zk6FSFh8fSvDiec8Uz2vu43fMymgm7AXn7ndmo3zU1z0T8zBTrtBzZ8njQx1iXVMwzLRtNVchXmyyWG6tm9tslXXv6YrxpR/dVKp1hXQqvZKJ+7h1K8sJ4DiFk+VZbNAeQvYpNg+FMmLGuiGs8rXd8XPv8KTcMR8xG+p7FAhrV1urfhU7VyrW0B9MgM0w+VeG+4SR+R7kx6FO5ZyjJP56TvXcDqSAHBhKALN9rD6TbWLaU6e/cuZ0D82OTebBlxgikvPxnT87xyFiGoK461hI279zbC8hM13xRlk221/P5y8tYNqvEZzbDQqnhiobMFqRnl+6ocv798Zkb+qygrmJZNsvlJg0ncOlPBHlsa2ZV5rZ9LXde46oipMBLenVWqN6y8KkK/UnZUxrxa7xtTw+leovzC2X32tnXH3fP35CuuhNcu3pjqwydT8+WGEqF6EsE2d0ny8pTYZ25Yp1kT4yHx9KuDYUQgid2ZJ0AThrXd1bsKEIwV2qwNeDj7Xt63EmQTMSPrikUa8tX3UdAVj4slhuuTUNn5ronFnAmMmQQXm0anJsvuYqt27qj5GtNLi5U2OvYKmyEl0G7A/jimXm+63eewe+TTYzv2Nu7qjnbw+NWxK+pCCH4tfce5D99y15+8I8P857f+BpfPH1tbxAPj1uV9mDjpemi+8P+0nSR2cLKjC7gBmfyPfJNx6cKDKVDPDiapmFY6JqyahAaCcgB9Y7uKKGO7IGuKYT8KtP5OpmIzu6+OPcOJYj4NXfgkKu2+MLpeRqGxbZshHuHkjy5s3uVGlybtpnyWoSQ3kS98SDftK+XN2zLMO0Yy37m5Cxhv7YqqGjPr/vWDKSzUT8j6RD5qhRw8GsqliOU8YbtXW6J45t2ZB1RD4O8UyrXGw+66m/r0e4DmivKcqX16JwAaj+0bJvFUoNTM9IvqmFY6L7V670229C5rZ0y//K1lcfxkE7AEV95046s/P41c1CGZVOotlY93e5B2z+QYF9fjFMzRfYPJFb1kpuWzdasnJCtN62ODFp7nXEzTdP5GqZzTk7n60QDPvb2x7m8VOWZi8t89MgUuWrrKhuUWNBHqdFitlDnC6fn3YCrPTjf3RfDr6nMF+t8/vSc8/0yI9H+LCFkadr9wymyUf+qYHm9fdodC7h9dmfmSlxZ51h27uO1Q2jbtnn+8rKjPimfs7DRHG+0dsklyIB6Mldzj30ipJMM6ysBGXLy5V5HqEYA37y/b5XgWl88yGBqJcMX9Kns648TD/rca6w9WT6Vr1FtGjy4Jc3bdq+M0xIh38tS2LZsqYDZEwsQdDwT+5PB1bYLG+zvtZMoTcNiodwgG/PT62TmwmtUOzdiSyZCuWEw59zr3r5HbltbVfJLZ+ZXnVvta6Z9PRqmxUnnGMyXGm4mTteUVdfsdz80TMCnUG0Y5KtNFEXQFfVLe47lCnOlOuX6SjmyIlZ6vcoNg1DHPU9VcDJrNb50ZoGJnFSQ/NypOc7MlshGA67NSCct02IyV3MVMjuvO1URLJQaKEIG4gGfSk88SEhX8WsKy+Wm2695PbwA7TbnN75wjh/5k8P8j++8hz/90INsu46vgofHrYYQgvc9MMQffv8DTOVrfOLYDDP5Gj/wx8+76nceHrcDipMRumco4WYadvZESYTkYFBz1NU6DdvbP+7bshFCPo2DQwkSofUHaooiWCw33HKr9sAlpEtvr0zEj23bLJQa8vvd2X6Ve4eSfP38EpmIn6CurupjazOQDFFtStPo9ag2TWYKNU5MFWiatmvKDXLgqa4zEmwPhNv7o2lYPH9ZZoL29Mns0VK5yQvjORnICOEIHcigLNEhWX892r1fg8kQe3pj6y6zKoTsGKCato3lPBHxawQ0KTCwfQPRhs5NVddUqnQGb+uNjd0Zd+eBT1U4NJJcNRBtx3yjmTCpiB/TsnlpurCqxNG0bYq1Frt6YquOZzsTkas03bJN07bdvsgPPTbq9uX0xAIMpoLEAj6GUiHuGVoRLnhwNM0DIym2OzL6D46mripxbOP3rZhcK0KWjlkdt2+ZQZTG1BupSbf3Y6HWIudk/rZno+7ndtK5j9cGGrYNi+Xmqj61Zsvmy2cXXDEXkP1z/QnpmzXkfEe+2iRfbbItu7FYx9rKpO+4f3DVfgM5mbA229gwTJotyw2agx3CM1uz0esKhKzHYCpEbyLAgcEE3/PIiJTW36SgylWBLTZjXRF29saIO6b3nefbtUiEZPlwW+mxPZHg11Rm8jXuHUquOo7tY93ek8cmC64hfTygrRJCAamOCrIs2K+p9CWDbOlaGe+OZsKkw35m8jXytZXg+mvnF3lpWpZFVxrGqtLY9vXWNGy6Y35SIZ39AwkeHkszkAySjW1wngrBQ1vSTpn2imCMQJY4Fp3n54p1Ko4nn2nZVBomD2xJ0RsPuv6E18IL0G5Tqg2Dn/u74/zh1y/z5l3dvHlXN1u6Il55mMdty6HhJJ/6iceZztf4/j96jjdsy+BTFb54Zp6nLyzd7NXz8Lgu7UF15+DRsGz8moKuKiSCPg5fya32rOp4MJYNc2q6uK6kOMjyq7liY5XB8lt3y0xYqS4zTaZlc3KmSKHWcgfIPkVBUwVP7OjiMydnN1z/g4MJp7F//YGJZcsB3PhylWcvLdETDzDaFebxbV30xgOr+lTWDpojfo2BZIhyQw5e7h9JyT45IdjZE3Ul/BUhB9cvTRddM9nObFhb0GS9nzqpqCbQNYXABqqLne9ri0DEg9J4tu3/VmkY5KpNdvfFGOtaf9KzUyxibYC22V/h9nKGZXFyurjqtbXB7t7+uFN1sPKcbdvS42y2SK1DebO9TFfU754rg8kQYb/cJ8vVlhvMBnWV4XSYN+3MXrUdPfEA8ZDOYCrEWDZCNKBtOMaIB31ur6AAdvbG3OyDEIJay6RQM1gsN5gvNtb9jPbXW9ZKvrJpWm7gvHpZufBwOuyWS7aDAkURvGNvD9noirJiJKDx5l3dJEP6VZ8V9K14Z/lUqQK4tueszXrbHwv4Vj3fMCw+c3J21TEBaXD8wGiK2DqZsq+cXeBTJza+Njfi0mLFzVqdmCowU6ivur9sFhsZTDVNy712owHfNSdJV/nPCYFPlZ5vD4+tVAiU6gaPbJW/5aWOzFY7AGv3lz08lnaDwbQzidSJ3wl2XxzPs1xpXiXW0hZjedPO7KoS3ce3dblqsqmw7goBtdcZ5L3pnqEkPlXh1EzR6UFVV02kdaIoguOTUq101XoKXHuO9me3TJvJ5apbFbGnT/au5apegHZHUqi1eOy/foF/PLfIJ3/scX7jn917s1fJw+NVIRsN8JEPPsCTO7P88qfP8DcvTFJpGNRa8sbeVgnz8LgVWW/wdn6+zHShxjv39bJ/MEF3zL+qvKU9G39hvsJSuclA6uqZ95XPh/tGkqvKBtvljkPpEKMZacK7fyBBNKC5g/BCrcU3Li2zVGny+LarvZY6eWQsvWHGKh32k6s2eeqg9DisNk1CusqL4zkEYnVWw/m3M4sxkg6RCuvcN5Jye4xURTCcDnfMqAtG0iHeuquH5UqTlmGtCko65fE7eXJnloODiZVAjLVB0/qBxVMH+xlMhZjK13ju8jIDyRA2XDVAXJtu6BycXhWgifUfrzwnVv3rUxRGO3y01vvMw1eWGcmEVh1705JZz6AuvZnWflfnZ8wVV7IhV5Yq5DcxQGxjWBaXFivX7GmaytVcPzUh4OR0cdVg+P0PjfD9j41KVdANMsTt9U+GdTfrfGmxIg2nN1h2R3eUeFD2EHUabH/qxCwnpgrucbcsm9lC7aqSW/lZK/tJlvTpG/bvbyb4DvhUntiRdYOKNg3DpNw06I1dXTa3syfK/oHrl72tResQ0eiK+ulPBMk6n98OzjcucVx9UjcMk4nlqruNYb+66bJLRZEqiZO5KtnoyvYlwz7qLZNnLy25dhly+XYfm1yHXLXplrImw7IsOOLXGOuKrFqHR8cyJEK+Dbfp/HxlVf9gpWG4PbvlhuGqR8LKhMB9I0kKNel/59cUvnp+kbNzpXXPlTY98QC1lulmpUGWc1abBpO5mnvtBXWpWBkNaGiq4MXxHOmwf1X2byM8kZDbiNlCnd/+ygW+cHqeg4NJfv199xDepL+Fh8ftgqYq/Ju37+TRsQw/9ZdH2T+Q4D9/615K9RY/93cn+LMfeIiQXzYRexljj1sJ/zo/6O1eFJAD5p54kDOzJXb0RLlnMOm+9qHHR7FtrtljJYQ0kTYsm/5EcMPlNEWW7bR7jmJBH2/c3sWxyQL3jSQ3fB9IX6tizeBNO7NXvbarN0rDkbFuGhbftK9XCgAkQpybn1+3/G13b4wdTk+bZUuPqhcncqv63DqNfxGwVG5yZl5mlOIhDVW9+oPXBlxtpbr2gGntumwUuLUJ61I84tBwEsuyubhYXne5Np3KcopYG6Bd+76kuOvi/K0IdvRGmSqsBDRrP6MrEuAbl5Z5aEvaHTgKpDH3E/EsEb/mBmDttw6nQ1xaKLsD9YODSVcBb6NJgPWwbTlw/aZ9vSvPrVkmFdZ5aDTFixN5bBtGMrLktn1civUWlxcr7HfEONbfL3LFl8oN9zjt6o0xW6ivGtx3bmP737U+r11RncFkaNVA/sxsmS2ZyFXBV+cy+WqTK0tV3rwzu6732mZ+cixHHGJtcGPbkArp7Fqn/Da7TtC2GQaTITdz3R0LUDdMDCd1/tCWNJ+8RlDdPoYDyRAhXUUVgoODCTcDV66biMDmfmNVIeXq18ucCwFPbM+u68fWvo6KNYNuJ7BrnwcPjKbc8+fYZB6AStNwvfXaBH2qe6wCPoVCbWUlXpopEtY1HhhNoQixytS+va66qlBrmvg1KabUFfWjCLFqgmEtbc+/9rq2xV7mig38PlmxALJfTQhBqW5Qb5lkIn6Wq018dXHdY+5l0G4D5osyZf2Zk7P8yTNX+O6Hhvm9D9znBWcedzSPbM3wqX/1BsJ+jbf/96/wzMVl/v7HHiMe8vFbX7rAL3/6zM1eRQ8PF7+mcmgkSW88uKoEcanScEdCLdPia+cX3cHxUDq0qneo830bsaUrQvo6y0UDPiwbd6Bm2bI0cldvjMNXctd8b1uxbz3SET99iSCGZbFQargD0GTYR08ssG5fkBDCFSywbRvblkIM7Z6Spw72rxIhUARUmibzTinn85fztAzLzTrqmsKjWzPXDTDWBjjXG2YmQrqrQLdUabiy6+72rFk+HvS5cvprM0Ji1ePrB5dwdZC3lnaGtLP08dGtGe4fSfHSdMEx9l39nrGuCI9u6yKka9w3kmIkEyYV1nlhPLeq3Gwz9MQDVBsb9zYFfIrrXQbwngP9PLEj6wrizBbqXFqsXPM7/D6VN+3M4vepBHwKxXqLw1dybl9TJ9fbX/cOJYkFV4RyVEXwrv2962bG2uV2O3ukuXYs4OPMXGlT3l/rYVg237i0fFX/VsCZAHi5n7seV5ZXShxfGM8xV1jJlK4E8uvvq/Y1emg4ya7eGIoQXF6qun2l27oj15wwWqvi2C7h7OT8vLQVmMhJFc+1tMtXd/fFGHKuP3fiYp1jfGqmRL7aWnUc37q7mwdH5Xn2hm1dq5ROpd+YPC91TVlVLt2+PyqKIBnWWa40OHwlR77awoYNS3HbBHzKVeu4oyfK1q6oe07ZNm6/mU9VGEyFVmU9r4U3wr+FsW0bIQT/4eMvsVxucnGxwv/5gYe4f+TGvTI8PG5HYgEfv/reA3z6pVl+5q+P8di2DP/vu3bzA2/YQtHpt/mFT5zkJ96yzS2J8fC4GcSCGn5Nxa+pq8oIp/N11yhWFYIDA4l1lcFOzZQYTAVXeSOtx0YCC508sSPL+FKV3oT8nmrT5PRskYODiavEDNaypSvseFptjF9TQUhz12w0wOmZ0lWD6LWqhyBLl9oZlM4ArxMhBMPpEI+OZfjc6TnGuiJko35Xwhy4ypNs9ftX/9v5uZvFMO2rRArWkgrrPLYtg2nZqIpwZ9Dh+sHDeuu4tqRxLV89t8jBocSqgWlQV9k/kGB8qSorCta8Z8kRymir2LXJVVtu/91msJG9P2FdSqTD1eVxl5eqfPLESrZmbRCyvTu6rjroWmIBme1NhHRylSaTueq6mVnXqmCD3faxo9P0JYKu+uK1SIR0Ht6SJl9roWsKmaiOr7ZRieP1zyNdU/jm/X1XBYOWZfPxY9Ns746um0V7OQhWBvvDqRDFuuEKnrTZuExx9TFsmhb5apNE0FGevIFrRlmbFnboiQewbJtq01z3HDfXiVTa37ve8m/YnuHTLxmrJ0GEcCdsvnx2nplC3Z0Ami823HtmXyK4al8MJEOuemeu0sSvqWSjfp6+uMRYV4Sgfu1JoERIv6qMNe0INbVVKnVNoSvqJxbQUIXg6xcW2dsfX2VbsBFeBu0W5fx8mfd9+BmeubjEsck8kYCPT/74415w5nFX8vY9PXz2J9+Iriq85b99mb95YYpMxE/LtOiJB4j4NSaWqxs2dnvcHQghfl8IMS+EONHxXEoI8VkhxDnn33VHbEKIDzjLnBNCfOCGv3uDgdu9Qwl3BldRBIZlueU6ndwzlKDnZZY5rcdQeqVfKRbQePf+PsoNg+XytXuPjk8W+PomRHnuHUq6ggvxkCyvu5ayHsgZ5FRY5/JSxRWsWIsAJparPH8lR9Cnsi0bWRWcbZa1R+NGiqF7EwFXWOB6719vENmpur9uD5r7mlh3uUe3ZlhLKqxzfLJw1fNn50qE/CoBn3pVb1u5YVwlmw/wzft7b+hcs22bwWTwKt+8TgaTQVdafT0Wyw2+4Mjwb0R7FzQMi9lCjcFUiKcO9q/qaXKXvU7J6sHBBHv74huqTq4lGwuQjfqpt0yOjOdXZQPX+95rYVo2L05c3S8thCzZ3Poqqm3vG4i76o9SJTbGgcGVW9xTB/vXnRBaD12V2WlFrJTQbpZ2Znft8Qj6VHyqwgOjqVX2IABdTkb+KjaYZAFZHeBTlateCzk9o/2J0Ko+1al8jSMTeUBmCjvH0J3BVdtQOhnWede+XsY2IbrXWcLbJh6QgkOdJY65aoti3cCwbHb3xpgvNq5ZPtnGC9BuMf7mhUnOzJboSwTojQf4gT96nn/5pm38zvccuuasoYfHnU4qrPPL33GA33r/IX73qxf5jt9+mvPzZX7ojWNoqsKXzy7wZ98YB9aflfO4K/hD4B1rnvsZ4PO2bW8DPu/8vQohRAr498CDwAPAv98okNuIjZvWy1QdNbeWaXH4Su6qGW7AEU94bbLAQghUxy+oU4J6PQaSIQ4OJq77mQFn4AWQCft5YCS1qb6mWMDHoeHkhgNgxVnXWEB6rn357AIfPTJ13c9t45o1v4z21PZ4ulg3VmUEH9/Wxb3Dmz8dNpNlWYuuKtc8/tu6IxwYvFpEoq0MWmuaV33r1mzkquwZyPPhRjKKsnfQ4NmLGwfulo1bFrreR9ea5rpB+3r0xAL0xoPMl+p89MiUKxK1HhttRrfjiXcj25kI6Xz7oUEGUyFeHL92KfC1EEB5nXJQIQQ98cANZaZuhPPzJd64o2vTcv1X2RMAz15cdn8/r7eanW/fKAM8na9jbKAE+cjWzDXLuq+1n9YGewGfymAqxKHhJMmOzzw0nGSvoy7aGw+u6lXsjQddO4WwXyNXbXJkIs/JmeJVAiCbZd9AnO3dUbfsWREC27YZTofQNXmNJ0M+Ivr1Cxi9AO0WwDAtN81abZp8/cIi7/6fX2UyV+MTP/YY73tgyBND8PBweHgszT/8+OO8aUcX7/vwM/y7vz1OrtLk/Q8N85Nv3U61afCmX/nSuspfHnc2tm1/BVhr4vUU8EfO4z8CvmWdt74d+Kxt28u2beeAz3J1oHdNNrpDlxoGJWfg2i6bW5udeb0o1Y3rzqZHAtqmsw5t6obFSGZ1lmujsXhAV1Y16q9FCFmKdN9IisFUkEPDyesqT659/2aeH0yFeGA0ve6y27KrleNSjqrc5lfi2i+v1wclhOCN27s2fPvnT827gX4n2Vhgle9eJ7qm3Nh6b4Bty1I17RrHbSpf42vnF4H1A9TBVOiaGThYOUZ+TaFQa7nnSdO4+mwSa/5dy6dfmuXF8fw1v+9a67GRyt5mLg1FkcdyvXHbF0/PU6rfuAz+ZtjRE7umeNBa1u5Vw7IwLGtFUfUGxp1+TWFbNkosuDrwCK1VQ72BFVvPVxHgnXt72blOEHrvUJKPH5vmckev45Wl6ro2DSCvj7a1xnKliW1LNc3pfI3lSpNE8OVPmHU5CRVVEXTHVjLyXzw9jw3r+lCuxQvQbiKmZWNZNqdnS/z8R08wlavyzMUlfv0L5/mhN47xFz/48Msq7fDwuNPxayr/8sltfOZfvYFi3eBNv/olPvL0ZUzLJqRr/P733k8m4ufLZxf49Es37i3jcUfRbdt2uzlmFlhvlNgPTHT8Pek8t2k2GszcO5R0y8mEEHzTvl4Cvpvz02s7xsbXYqHU4Mxc6YY+d1dv7Kqeo43sMCZzNZ6+RibGtqW0+gtXlokFfGiKskqq/+Wy9vj0xGRp9Hr0xoPc01EmdqNcr3/tekHTesHWQDK4bgn38ckCLVP2wb1W87gBn4JfU1ZlVrui/lUTDaOZsNuHt956zBRqm86Efu3CEs9dXiYR0nnqYP8qX6s2K31862/0E9uz62YPr0ehJoVJNtyXr3Afv+dA32uWKd/ofN4suqo4geXmlg90nKdCCHb3xa6afBrJhNf1fbsW7f7VjawOdE3Z8LgfGk6u6tNdLDc4OVNcd9lOwn6VVFhHUxTesbeX3nhgQ6+yzQSu7WUM0+LcfNldp0e3Zpgt1Df0WOvEC9BuIh/6o+f4wul5BpMh7hlK8NZf+wqxoI/P/+Qbee/9gxuenB4eHpK+RJBf/857+O33H+JPnx3n3b/+VZ6+sOTW+KtCuLNwZ29w0Olx52HLqOEV1b8KIf65EOJ5IcTzCwsLHc+vv/wL47lVP/Syf+Lm3NvjQf265VWjmfAqP6lXm954YN0eq076E0H29if4xuVlnr20dE2p8LWIdR6tx7VEOVRFuIpyL4f7R1KuCMD6fTQbD6Tfvb/vqr4WkMdl9zrCEkPpEM9fXnblvF8LhlIhumMBvnB63n3unqEk79gre86e2JFlT1+c8/MbWxO0Few2w0NbUjy5M8ulxQoXF8obTGiIjv+vT71DCGWzF30qrLOzJ8aXzyys+/rLKV9d9f5bqBoqG/Wv6sNqmTZfPruwKa/Rd+/vW6W+uhHxoO+Gs7jX8h+7HgPJ0KrJooe2pDel3eDXVGpNk5emC3zx9DzlhrHhvXKzQ/O2pUPEr7nWBYZlMZgMbUrsyQvQXme+cWmZ//jxkwD89Dt2cmq2yBt++YtcWqzysX/5KP/ft+5bVT/r4eFxfR7ckuYTP/oY3/XgED/yp4f54B8+x9m5Eo9ty/CW3d2UGwY/+JHDThmD1592lzEnhOgFcP6dX2eZKWCw4+8B57mrsG37w7Zt32fb9n1dXdcvvYv6tU333rzW5KvN12WAGA/61hV2ANmrdD259vtHUkQCGvcOJXnzrm7evb9v09+92e27nmriKyHgU8nGNh6AjabDvGWDcr+N1uuZi0vkqldnP+NBH2/d3X3drN0rQQjBgcEE27vXL/uLB31UGgYvTUsRk/UGtpmI/7qKiium0nB2rkw86KMr6l83ENhIrbPNl87Oc9QRh7gR6i2TlmnxzQc2f87drgynw7xj74q3na4pPLwljapcPzRon6cblSG+EsJ+7Yau+U4+emSK07Ml9z7w4niOuWL9uu9bKjeYK9XZ2x8nqKu0TIveDcrBNxuk7+2P8c37++hPBN39dGQiT9O0NhW0egHa64Bl2fyPz52jVG8xkglxaDjBf/3Uad7720/z3OUcv/eB+/id77mPrdnNNXZ6eHhcjaYqfPfDI3z5p9/Ejp4o3/q/vsbP/PUx5op1In6Nz//kG0mFdX7ryxf5rS9fuNmr6/H68TGgrcr4AeCj6yzzaeBtQoikIw7yNue5TbPR+Hhbd3RT/mavB4oiaG3QsP9q8sSOLA+Prd/fNZWr8eLExgIMQgi3n61Ub7FQarBcubawyar3O/9eLwB7LQMauLYHlaKIG/bCum84ta7/3YvjOek11akIeYPruhkUIa6ZMTkwmLhmiePEcvW6JY7t9x2+kmMyV2UyVyUa8BEP+lbZGMD6SpidfNO+Xh7tyATfyD7JrxMIr13HO5VsLMAm4jOXJ3Z0rWtq/0p5uRMob9nVzdausHu8TcvesFSxk6RjteDXFB50DLLPrZMRzkYDrl/i9WiL8Tx3eZmw04v3yFiGiwtlxpe8EsebyvhSleOTBbdU8excid/4wnn+zV8d48pSlT/7gYf44+9/gPs86XwPj1eNWMDHT79jJ5/712/EtGye/JUv8SufPkPFMcn89kMDvGNPD7Zt8ztfuUilcWOGrR63LkKIPwOeBnYIISaFEB8E/gvwViHEOeAtzt8IIe4TQvwugG3by8AvAM85//1H57lN8chYxjVSXsu5ufItM6hLBH0kbrAf5NVmNLNx9mgt+WqLY5N5vn5h8Ya/53oz+5tRnHwlvJIyrfWIh3zrtj1s646uMt99rZjIVTl9jV6eS4sVV/lwvQxaMqxfs69PEYKsU/b12LYMb9nVzXS+tqG5tf86GQifqqzaX9dbvk3Ap/LYto1LcG+RS/k15UZUJsN+bVOeXq8XhmVj2SuB9INb0q734rVQFEHAp3J5qcrHjk5TbhjrliI/PJbe8F6/Hqoi6I0HXIXTpXKDPf1x+pPXF3PxjKpfZWzb5sJCma3ZKN+4vMxypUG+1uT4VIHf/PJ53nOgj4//6GOMbaAQ5OHh8erQGw/yy99xgA8+Psov/cNpHvulL/IDj4/yvY+O0hX1U6q3GF+u4lMVlitNQrr6qiieedw8bNv+zg1eevM6yz4PfKjj798Hfv/lfO+1+gnec7DvlrFI2UzPyGuNrimbDo729sdvaDAE1y99A6kCt3Yd/I6h7KvFa52haxN5BeVgN8LOntg1y8NTYZ2gTyUd9tMdv3o/hnUV3zrPt5Gy+HKfzZfqNFoWb9qZ3bCcbGPz5at5z4G+V62091bqIXutuBXlD3b2xOjehHffsck8uWqToC4DoH88t0B3LLApk3SQZt8t08KnilfNl3I0E2amUMeybabzdRIhH/54APU64b4XoL1KtEwL05Ju6d/3h8/x1z/8CNWmwZ8/N0G1afL+h4b5pX+y75b4gfTwuJvY2RPjD77vAQ5fyfHfP3eW3/vqJX7gDVv4wMMj/MK37AXgI1+6QsMw+el37MS27bviR9jj9WEoFbqmrLzHtZkr1inUWpseYLWv3Y1iCRt73QCxsxfn1WBFqvxV/dibyrXui/Gg75pB05WlKkcn81eVKq5Ho2WxVGlyerbEkxuUz91IYOrdz2+M18qn7ZWga8qmArTHt3Uxkg674if7BxKrhFCuR8uyGEgGaRoWJ5eKV9mHvBzSET8Bn0q1abBvIM5zl5fRVLGhF2QbL0B7hbQHcz/9V8d4YDTFg6MpntyR5c2/8mV298X4qbftkA283g+0h8dN5dBwko988EGev7zMr33uLL/zlYt8z8MjfOCREX7szVtpmhbVpsH7PvwMf/C993uTKR6vCp9+aZY9fXFXWdTjxpgt1JnK1zYdoLUxb7Iyy2spQnI70p8MbjpDOZgK0Z8I8g8nZpkp1NaV2Yebs49vwdjlVedWDNBuhE610BvJtALMFxu8MJ7jiR1Zntjx6vfWte9lm1kvL0B7BbwwnuNXP3OG3/2e+7lvJMHfvTjJL3ziJE8d7Ocvfuhhdq0jievh4XFzuW8kxZ9+6CFeGM/xW1+6wOO/9AW+475BPvjYKAPJID/37t2kI36eubhEvtp81WfWPe4uHh5LE9a9n9qXy4HBBAc6/Lc2i2nd3ADNLbW8qWtx6yCASsPYUBxlbfmkogjetf/Wu/feDccz8ir4Dt6uDKZCKIp4zaoeqg2DXKVJfBOl215a5waxbZsP/dHzXF4sY1oWyaDOA//f5/iL5yb55gP9PPP/vJlf/LZ9XnDm4XGLc+9Qkg9/z3189F8+SqVh8NZf+zLf/4fPUay1XBP59hjvC6fn3CZfD48bQRXiVReMuJu4slS5YZGQvf3xDSXhX6/EWjsLcTPK627FBMhMoX5Ng/L1+OiRKfKbUOB7PbkbKisyET/vuQtsBtaj0jAIaApB/dXtR297+Q0kQzSMjW1GOrl7w+Qb5FMnZslXmzy5K0t3zM8P/PFhFsoNvvWefv7yhx5mZ48XkHl43I5szUb55e84wM9+0y7+8vkJ/uMnTvLzH32J73xgkKcO9mNZNv/n2Qm3SX58ucqevhsTLvC4e/nq+UV298bYdoMleh4Sy5a+WDfCrSDC9Vr4Q22GTMRPMnRr2Dp0MpAMMrCBcp1fU8iu01+Uifi5yYnQVWymf+5O4W7t26s0DJ6+uMQbtnW9qp7ED4ymMEybmUKNodTm+tq8AO0azJfq/PaXL/JDb9zCkYk8Xzk7z89/7CUeGUvz42/Zxlt3d+PXPNU3D487gVRY5wffOMYPPL6Ffzy/yJ8/N85vfPE8O3tivHt/L4oQnJ4t8TtfuciHv+c+zs+XiQW1DQ15PTwAntyZ9X4nXgGjmTCjr0Kj/uuNm0F7nb/30a0bS8TfTBqGxbm5MvsGrp7c2qiM/FbdFo87l2wswBu3dxF6lcvS/ZqKX5Ol13PF+qb6Mb0AbR1+4wvnGE6HODVb4pPHZvijr1/i4bEMH3hkhLfv6SFxC85OeXh4vDooiuCN27t44/Yuyg2Dz5+a4+NHp/mvnz7DgYE4T+zIcmwyz6dOzDKUCvG+B4b4k2eu8LY93V6w5nEVuUqLTFSgex0FL4tzcyVOzhRftezF65WQuRGz37uBYr3FxcX1AzQPj1uFfLVJodZ6zcb52WhgU8bZ4AVomJZNvWXy4a9c4NhkARt45sISIb/KW3Z183PfvJtHt2ZuWAnGw8Pj9ifi13jqYD9PHeynUG3x+dNz/OO5Rf7ga5cxLIuHt6Qp1JocmSjwxPYu5kt1PviHz/PRf/EoM8U65+fLvHF7Fw3DxKco6xrNetzZvDiRY09fjK1Zr8Tx5RAP+diSefVKFl8vf7LbXQnv1SYbDdxVJYIetyelusGRiTzD6dcmaz9TrG1aNOquCdCahsVcsc7EcpXPnJzD71N44UqOF8fzmLZNTyzAzp4Y79jTzf/7rt2MdYXv2hpcDw+Pq4mHfHzbvQN8270D2LbN6dkST19Y4shEnpemizzxK19iNBMmE/Xz6184jxDS+2dXb5Q//voVyg2D//CePfziP5zi0FCSt+3p4dc/f46nDvYzmAryl89P8p6DsjH7ylKVHT1RLMtGiLu3H+BO4N37+25J49fbhWw08Kplpp/YkSX2OinUBX0qQ44inAeUGwZPX1jirbu7b/aqeHhsSNvi4bVCEYJCrcXgJpa9KQFawzA5N1dmb3+cSsNgqdxkKB2iWG9hmDapsE65YaApgoBP3XD2+fOn5jg9W6LeMmm0TGxk9FtwVNgmlqtUmya1lsl8qYFfUxhMBlmsNHnnnl6+5Z4+fuiJMR4YSRENeBkyDw+PzSGEYFdvbJVa61K5wamZEufmS5ybL3NursRUrsYjvziFbdtko1K6XxWC45MF/v74DONLVc4vlAj6NL56fpGjk3lKdYOvnV/kyZ1ZLi1WuLJc5b7hJJcWK7RMi75EkInlKgGfQlDXWCw1+I1/dg8HBpNcWCgzkg57Hky3EMcm84ykw69qw/ndxOXFyqYNjq/H61kJoyiCe4aSr9v33eqYlk216SnhetzaSN/FKoeGU6/J5/fEAzSNzake3ZQALVdp8ZN/cYTP/Ks3cnQyz29+6QIf+eCD/N2LU5yaKfKL37af//z3pxhMBfmRJ7by/t99lh94fAtv29PDff/pc/zFDz5ELOjjBz9ymPfeP8hSqcE3Li/zT+8fYrHcYLnS5DvuG+TEVIFs1M9bd/ewVG6wszdKl9cj4uHh8RqQjvh5bJufx7atbmw3LZulSoO5QoNivUWpblBuGJTqLXb1xrBsG9uGf3rfIJYN2Sjs6ImiKcJR/rMJ+zX298dBQF8iyImpIj1xP6OZMH/67Dg+VaFhmHz7b36dr/3Mk1xZqvLTf3WMj//oYzx7cYkXxvP88BNjHL6SQwhpMTCZqxIN+IgHfVSbBgFN9Wb7XwN0TcGneQ1JL5fhdIieuPe7fbsTD/q8EkePW56WaTGVr3No+LX5/PGlKn5NIbMJuwax1hzwetx33332888//3LX7YawbRshBPWWiaYINFVhodQgGfKhCMFiuUE2FsC0bAzL8pSyPDw8PIB6y2QqX2OsK8KFhTJXlio8ubObv31xEoHgW+7p5yf+74u8dXcP79rfy6P/5Qv81vsPsa07wsO/+Hme/tk3c2Wpys999AR/8YMPv2rrJYQ4bNv2fa/aB95kXs/fQw8PDw+P25uT00WEwK2+udZv4i0doHl4eHh4vPY0DQtVEQjg0lKF0XSYumFyabHyqnq+eQGah4eHh8etyuXFCpeXKjyxI/uafH6taWJjuzL+1/pNvGtEQjw8PDw81kfvKMFrm/yGdM0z5Pbw8PDwuGvoiQeIvoZCQkF985V+XoDm4eHh4eHh4eHh4XFXE/CpBHy3RruU17ns4eHh4eHh4eHh4eFxi+AFaB4eHh4eHh4eHh4eHrcIXoDm4eHh4eHh4eHh4eFxi3DDKo5CiAXgyjUWyQCLr2Sl7lK8/fby8fbdy8Pbby8fb9+9PHbYth292SvxaiGEKAFnbvZ6vAbcief3nbhNcGdu1524TXBnbteduE3w+m3XsG3bXeu9cMMiIRt9UBshxPN3kozy64W3314+3r57eXj77eXj7buXhxDiTtOkP3Mnngd34vl9J24T3JnbdSduE9yZ23UnbhPcGtvllTh6eHh4eHh4eHh4eHjcIngBmoeHh4eHh4eHh4eHxy3CaxGgffg1+My7AW+/vXy8fffy8Pbby8fbdy+PO22/3Wnb0+ZO3K47cZvgztyuO3Gb4M7crjtxm+AW2K4bFgnx8PDw8PDw8PDw8PDweG3wShw9PDw8PDw8PDw8PDxuETYdoAkhflwIcUII8ZIQ4ifWeT0phPhbIcQxIcQ3hBB7O167LIQ4LoQ4cgeqeF2FEOL3hRDzQogTHc+lhBCfFUKcc/5NbvDeDzjLnBNCfKDj+UPOPjwvhPifQgjxemzL68lrtN++JIQ445x7R4QQ2ddjW15vXuG++5QQIi+E+MSa50eFEM8659yfCyH013o7bgav0b77QyHEpY7z7uBrvBmvOy93vwkhDgohnnZ+S44JIf5px2u3zTknhHiHc285L4T4mZu9PptFCDEohPiiEOKkcwx+3Hl+3WMnJP/T2c5jQoh7b+4WbIwQQhVCvNi+Hjc6n4QQfufv887rIzd1xa+BECIhhPgrIcRpIcQpIcTDd8ix+lfO+XdCCPFnQojA7Xa8buQeeK1jIzYYv9wsNtiuX3bOwWNCjvUTHa/9rLNdZ4QQb+94/pa5R663TR2v/WshhC2EyDh/3xrHyrbt6/4H7AVOACGkNP/ngK1rlvll4N87j3cCn+947TKQ2cx33Qn/AW8A7gVOdDz3X4GfcR7/DPBL67wvBVx0/k06j5POa98AHgIE8A/AO2/2dt4m++1LwH03e9tu1X3nvPZm4JuBT6x5/i+A9zmPfwv44Zu9nbfRvvtD4Ntv9rbdivsN2A5scx73ATNAwvn7tjjnABW4AGwBdOAosPtmr9cm170XuNd5HAXOArs3OnbANzm/OcL5DXr2Zm/DNbbtJ4H/074eNzqfgB8Bfst5/D7gz2/2ul9jm/4I+JDzWAcSt/uxAvqBS0Cw4zh97+12vG7kHrjRseEa45dbbLveBmjO41/q2K7dzv3PD4w690X1VrtHrrdNzvODwKeR/s6ZW+lYbTaDtstZwapt2wbwZeDb1iyzG/gCgG3bp4ERIUT3Jj//jsK27a8Ay2uefgp5o8X591vWeevbgc/atr1s23YO+CzwDiFELxCzbfsZW54lf7zB+29rXu399lqt563IK9h32Lb9eaDU+ZwQQgBPAn91vfff7rza++5u4eXuN9u2z9q2fc55PA3MA1232Tn3AHDetu2Ltm03gf+L3PZbHtu2Z2zbfsF5XAJOIQfMGx27p4A/tiXPAAnnN+mWQggxALwL+F3n72udT53b+lfAm53lbymEEHHkwPL3AGzbbtq2nec2P1YOGhAUQmjIyf8ZbrPjdYP3wI2OzS03fllvu2zb/owz/gd4BhhwHj8F/F/bthu2bV8CziPvj7fUPXKDYwXwa8BPA52CHLfEsdpsgHYCeFwIkRZChJDR5eCaZY7iBG1CiAeAYVYOoA18RghxWAjxz1/5at+WdNu2PeM8ngXWC177gYmOvyed5/qdx2ufvxt4JfutzR8IWWb2c7fCTf11ZDP7biPSQL7jhnw3nXPwyvZdm//slEf8mhDC/yqu263MDe0357dCR8603k7n3PXuObcFTqnYPcCzbHzsbpdt/e/IgZbl/H2t88ndJuf1grP8rcYosID8DXtRCPG7Qogwt/mxsm17CvgVYBwZmBWAw9z+xwtu/NjcFsdsDd+PzDDBbbxdQoingCnbto+ueemW2KZNBWi2bZ9CpjQ/A3wKOAKYaxb7L8go8wjwo8CLHcs8Ztv2vcA7gX8hhHjDK17z2xgnC+bJZ94gL3O/fZdt2/uAx53/vvtVX7HbAO+ce/m8zH33s8hS7/uR5RD/9tVer1ud6+03Z0byI8D32bZtbbScx2uDECIC/DXwE7ZtFztfu93uF0KIdwPztm0fvtnr8iqjIcuyftO27XuACrJszuV2O1YgNQuQWYpRZJlzmDuw6uV2PDbXQwjx7wAD+NObvS6vBCfZ9P8AP3+z12UjNi0SYtv279m2fci27TcAOWTdeufrRdu2v8+27YPA9wBdyPrM9mwJtm3PA3+LTH3ebcy1Sw2cf+fXWWaK1ZnJAee5KVaykZ3P3w28kv3Wee6VkL0Jd9O5t5l9txFLyAkXzfn7bjrn4JXtu3YZmW3bdgP4A+6e825T+00IEQP+Hvh3TgkJ3F7n3Ib3nNsBIYQPGZz9qW3bf+M8vdGxux229VHgPUKIy8hSqieB/8HG55O7Tc7rceT5d6sxCUzatv2s8/dfIQO22/lYAbwFuGTb9oJt2y3gb5DH8HY/XnDjx+Z2OWYIIb4XeDdy4rsdeN6u2zWGnCA46tw3BoAXhBA93CLbdCMqjlnn3yFkKeP/WfN6Qqwobn0I+Ipt20UhRFgIEXWWCSMbDa9SUbkL+BjQVnz5APDRdZb5NPA2IRUxk8h99WknXV4UQjzklOh9zwbvvxN52ftNCKF1qPL4kDeWu+nc28y+Wxfn5vtF4NtfzvvvAF72vgP3h7ndB/Mt3D3n3XX3m/M78bfIGv92v8ntds49B2wTUnVORwoXfOwmr9OmcM7J3wNO2bb93zpe2ujYfQz4HkfZ7CGg0FHCdUtg2/bP2rY9YNv2CPJYfMG27e9i4/Opc1u/3Vn+lst02LY9C0wIIXY4T70ZOMltfKwcxoGHhBAh53xsb9dtfbwcbvTYrDt+eb1X+noIId6BLCF+j23b1Y6XPga8T0ilzVFgG1LU7pa+R9q2fdy27axt2yPOfWMSKZ40y61yrOzNK6D8I/ICOgq82Xnuh4Afch4/jMyqnUHOhrRV9LY47zkKvIScMb0pKi6v13/AnyHrqlvOQf8gsl7688A5pApmyln2PuB3O977/cgmy/PI0h86ljuB7NX4DRyT8Tvpv1d7vyHLJg4Dx5xz738A6s3ezltw3/0jss+h5rz37c7zW5A32vPAXwL+m72dt9G++wJw3Llm/wSI3OztvFX2G/B+5z1HOv47eLudc8he7LPOPfm2+V0DHkOWXR3r2P/fdI1jJ4D/5WzncW5xVVzgCVZUHNc9n4CA8/d55/UtN3u9r7E9B4HnneP1d0j1uNv+WAH/P+C0c4/8CFIF8LY6Xjd4D9zw2LDBuO8W267zyP6r9j3jtzqW/3fOdp2hQ2H8VrpHrrdNa16/zIqK4y1xrITzhR4eHh4eHh4eHh4eHh43mU2XOHp4eHh4eHh4eHh4eHi8tngBmoeHh4eHh4eHh4eHxy2CF6B5eHh4eHh4eHh4eHjcIngBmoeHh4eHh4eHh4eHxy2CF6B5eHh4eHh4eHh4eHjcIngBmoeHh4eHh4eHh4eHxy2CF6B5eHh4eHh4eHh4eHjcIngBmoeHh4eHh4eHh4eHxy3C/x/xrN7FRvc5LwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pymc3.glm import GLM\n", "\n", "df = pd.DataFrame({'y': y_obs, 'x': x_obs})\n", "with pm.Model() as model_glm:\n", " GLM.from_formula(\"y ~ x\", df)\n", " trace = pm.sample(1500)\n", "# pm.Metropolis()\n", " pm.traceplot(trace,['sd','x','Intercept'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "More resources can be found at these links:\n", "* Getting Started page - https://docs.pymc.io/notebooks/getting_started.html\n", "* Different sampling/step methods - https://docs.pymc.io/notebooks/sampling_compound_step.html\n", "* Inference doc (warning: very dry) - https://docs.pymc.io/api/inference.html" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Finding a Person's Utility Function" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "def util(x, r):\n", " return -np.exp(-x/r)\n", "\n", "def e_util(payoffs, probs, r):\n", " return (util(payoffs, r) * probs).sum()\n", "\n", "def uinv(y, r):\n", " return -np.log(-y)*r" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.497500041665554\n", "1.4775033741902182\n", "4.750415558917678\n", "18.994274652086123\n", "28.310958475848636\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_35175/2051926415.py:18: FutureWarning: In v4.0, pm.sample will return an `arviz.InferenceData` object instead of a `MultiTrace` by default. You can pass return_inferencedata=True or return_inferencedata=False to be safe and silence this warning.\n", " trace = pm.sample(2000)\n", "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [tolerance]\n" ] }, { "data": { "text/html": [ "\n", "
\n", " \n", " \n", " 100.00% [12000/12000 00:01<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 1_000 tune and 2_000 draw iterations (4_000 + 8_000 draws total) took 1 seconds.\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x1 = np.array([1, 3, 10, 50, 100])\n", "x2 = np.array([0, 0, 0, 0, 0 ])\n", "y = np.array([.5, 1.5, 5, 19, 28 ])\n", "\n", "for a, b in zip(x1,x2):\n", " print(uinv(e_util(np.array([a,b]), np.array([.5,.5]), 50), 50))\n", "\n", "with pm.Model() as util_model:\n", " payoff1 = pm.Normal(name='payoff1', mu=10, sigma=10, observed=x1)\n", " payoff2 = pm.Normal(name='payoff2', mu=0, sigma=.5, observed=x2)\n", " tolerance = pm.Normal(name='tolerance', mu=50, sigma=1)\n", " ce = pm.Normal(name='ce',\n", " mu=-np.log(np.exp(payoff1/tolerance)*.5 + np.exp(payoff2/tolerance)*.5)*tolerance,\n", " sigma=5,\n", " observed=y)\n", " \n", " # step = pm.Slice()\n", " trace = pm.sample(2000)\n", " pm.plot_trace(trace)\n", " " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }