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@ilyarudyak
Created January 31, 2022 22:12
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Illustration of different gradient descent methods
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{
"cells": [
{
"cell_type": "code",
"execution_count": 90,
"id": "ee8ef062-0a02-42b5-86cf-d8d891df587d",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import torch.nn.functional as F\n",
"import torch.optim as optim\n",
"import torch\n",
"\n",
"from matplotlib.colors import LogNorm"
]
},
{
"cell_type": "markdown",
"id": "eaab2071-5418-4717-8330-51de029b7528",
"metadata": {},
"source": [
"# Intro"
]
},
{
"cell_type": "markdown",
"id": "9b902232-3a06-4edf-85ee-cec019222478",
"metadata": {},
"source": [
"Our goal is to illustrate different gradient optimization methods on some toy example like in [cs231n notes](https://cs231n.github.io/neural-networks-3/). Animations in these notes are created by [Alec Radford](https://www.reddit.com/r/MachineLearning/comments/2gopfa/visualizing_gradient_optimization_techniques/cklhott/). We start from the post of [Louis Tiao](http://louistiao.me/notes/visualizing-and-animating-optimization-algorithms-with-matplotlib/). We are going to use recent versions of `pytorch` (in 2022)."
]
},
{
"cell_type": "markdown",
"id": "0af622ac-f00d-407e-888c-c5d64870174f",
"metadata": {},
"source": [
"# Beale's function"
]
},
{
"cell_type": "markdown",
"id": "65d6474f-ce9e-49f4-929a-0d5c66de597c",
"metadata": {},
"source": [
"## Global min"
]
},
{
"cell_type": "markdown",
"id": "e3cf0ef4-133b-483c-809e-c550600a23d7",
"metadata": {},
"source": [
"First of all, we're going to use Beale's function:\n",
"\n",
"$$\n",
"f(x, y) =\n",
"(1.5 - x + xy)^2 + \n",
"(2.25 - x + xy^2)^2 + \n",
"(2.625 - x + xy^3)^2\n",
"$$"
]
},
{
"cell_type": "markdown",
"id": "95e9aa66-5c4f-4be7-9152-5d5535f58599",
"metadata": {},
"source": [
"This is a [test function](https://en.wikipedia.org/wiki/Test_functions_for_optimization) for optimization. It's easy to show that its global minimum is at `(x, y) = (3., .5)`. "
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "5cac87a1-415b-4d0b-96c5-48bb14eec996",
"metadata": {},
"outputs": [],
"source": [
"def f_beale(x, y):\n",
" return (1.5 - x + x * y) ** 2 + (2.25 - x + x * y ** 2) ** 2 + (2.625 - x + x * y ** 3) ** 2"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "09d0e7d0-3b66-4db7-9a71-1f4497d9888d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.0"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"glob_min = (3., .5)\n",
"f_beale(*glob_min)"
]
},
{
"cell_type": "markdown",
"id": "0baaa892-0768-41de-99f7-fa522e1a1f8c",
"metadata": {},
"source": [
"## Plotting 3D"
]
},
{
"cell_type": "markdown",
"id": "40aa9fe6-44e1-4d8e-af22-6ba3285529f2",
"metadata": {},
"source": [
"Let's plot it in 3D. We use tutorial on 3d plotting from [here](https://jakevdp.github.io/PythonDataScienceHandbook/04.12-three-dimensional-plotting.html). See (not very useful) docs [here](https://matplotlib.org/stable/tutorials/toolkits/mplot3d.html?highlight=plot_surface#mpl_toolkits.mplot3d.Axes3D.plot_surface).\n",
"\n",
"It's important to use logarithmic color normalization (see [here](https://matplotlib.org/stable/tutorials/colors/colormapnorms.html) and [here](https://stackoverflow.com/questions/17201172/a-logarithmic-colorbar-in-matplotlib-scatter-plot)):\n",
"\n",
"> Objects that use colormaps by default linearly map the colors in the colormap from data values vmin to vmax. One of the most common transformations is to plot data by taking its logarithm (to the base-10). This transformation is useful to display changes across disparate scales."
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "536e5c86-d792-4573-b22d-756f6002ad51",
"metadata": {},
"outputs": [],
"source": [
"lim, steps = 4.5, 45\n",
"x = np.linspace(-lim, lim, steps)\n",
"y = np.linspace(-lim, lim, steps)\n",
"\n",
"X, Y = np.meshgrid(x, y)\n",
"Z = f_beale(X, Y)"
]
},
{
"cell_type": "code",
"execution_count": 54,
"id": "c1da9835-6afd-4a17-9c3d-c5cd0fcc1892",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 504x504 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(7, 7))\n",
"ax = plt.axes(projection='3d')\n",
"ax.plot_surface(X, Y, Z, norm=LogNorm(), cmap=plt.cm.jet);"
]
},
{
"cell_type": "markdown",
"id": "1d51dfd8-a881-49ba-a93f-1a4a2611d8b0",
"metadata": {},
"source": [
"We indeed have \"disparate scale\" so without normalizing the plot is not very telling."
]
},
{
"cell_type": "code",
"execution_count": 55,
"id": "9d03bfe7-c477-41cb-82d9-0393f15e2159",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 504x504 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(7, 7))\n",
"ax = plt.axes(projection='3d')\n",
"ax.plot_surface(X, Y, Z, cmap=plt.cm.jet);"
]
},
{
"cell_type": "markdown",
"id": "04706b37-4fe8-444d-9ffb-189f13231a99",
"metadata": {},
"source": [
"## Plotting 2D"
]
},
{
"cell_type": "markdown",
"id": "d76bf521-7619-41a4-909c-41736bc54ce5",
"metadata": {},
"source": [
"We need 2 parameters here: \n",
"- `levels=np.logspace(0, 5, 35)`;\n",
"- `norm=LogNorm()`;"
]
},
{
"cell_type": "code",
"execution_count": 87,
"id": "ed10d89a-5a9c-45f0-a3d2-3a02740cfbe6",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(10, 6))\n",
"plt.contour(X, Y, Z, levels=np.logspace(0, 5, 35), norm=LogNorm(), cmap=plt.cm.jet);"
]
},
{
"cell_type": "markdown",
"id": "a1b6fe12-19bd-411a-8cbd-bea3faf4c8cd",
"metadata": {},
"source": [
"Without `norm=LogNorm()` we get only blue lines yet again."
]
},
{
"cell_type": "code",
"execution_count": 68,
"id": "0aefd745-dcf7-40b8-93bd-82e56b16fb33",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 504x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(7, 5))\n",
"plt.contour(X, Y, Z, levels=np.logspace(0, 5, 35), cmap=plt.cm.jet);"
]
},
{
"cell_type": "markdown",
"id": "55481a4e-2a00-4923-a52d-3aa72f51d80c",
"metadata": {},
"source": [
"Without `levels=np.logspace(0, 5, 35)` we will not get enough lines due to our \"disparate scale\"."
]
},
{
"cell_type": "code",
"execution_count": 84,
"id": "3fac21b2-25dc-4725-956b-f8a03aecd3cc",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 504x360 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(7, 5))\n",
"plt.contour(X, Y, Z, norm=LogNorm(), cmap=plt.cm.jet);\n",
"plt.colorbar();"
]
},
{
"cell_type": "markdown",
"id": "4ee9ccd7-e7c3-414c-a691-fb960eba9d0b",
"metadata": {},
"source": [
"`np.logspace()` (see [here](https://numpy.org/doc/stable/reference/generated/numpy.logspace.html)):\n",
"\n",
"> Return numbers spaced evenly on a log scale."
]
},
{
"cell_type": "code",
"execution_count": 72,
"id": "d6aa9b23-1828-4aa8-9b53-bbc658bf4b65",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1.00000000e+00, 1.40300372e+00, 1.96841945e+00, 2.76169981e+00,\n",
" 3.87467512e+00, 5.43618362e+00, 7.62698586e+00, 1.07006896e+01,\n",
" 1.50131073e+01, 2.10634454e+01, 2.95520924e+01, 4.14616956e+01,\n",
" 5.81709133e+01, 8.16140079e+01, 1.14504757e+02, 1.60650600e+02,\n",
" 2.25393390e+02, 3.16227766e+02, 4.43668733e+02, 6.22468884e+02,\n",
" 8.73326162e+02, 1.22527986e+03, 1.71907220e+03, 2.41186470e+03,\n",
" 3.38385515e+03, 4.74756138e+03, 6.66084629e+03, 9.34519215e+03,\n",
" 1.31113394e+04, 1.83952580e+04, 2.58086154e+04, 3.62095835e+04,\n",
" 5.08021805e+04, 7.12756483e+04, 1.00000000e+05])"
]
},
"execution_count": 72,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.logspace(start=0, stop=5, num=35)"
]
},
{
"cell_type": "code",
"execution_count": 75,
"id": "546801b2-b7ff-4bc5-9332-574cc62ea0ac",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAX4AAAD4CAYAAADrRI2NAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAARB0lEQVR4nO3ce6xlZX3G8e/TueB4HWBOyDCDDqSUOhUjcORSq1DbcqsRpaaF2HCxDUnVppdoA6WJKdXQim2UaETaoqItaJFa6iUjRQz/CPVMkTuD43VmQDnWgqGQiPjrH3ud6Z7DnNucfc6ec97vJ9mZvd73XWv93r02z957rXVIVSFJasfPDbsASdLiMvglqTEGvyQ1xuCXpMYY/JLUmJXDLmCydevW1aZNm4ZdhiQtKVu3bv1hVY3MZux+F/ybNm1ibGxs2GVI0pKS5LuzHeupHklqjMEvSY0x+CWpMQa/JDXG4Jekxhj8ktQYg1+SGmPwS1JjDH5JaozBL0mNMfglqTEGvyQ1xuCXpMYY/JLUGINfkhpj8EtSYwx+SWqMwS9JjTH4JakxBr8kNcbgl6TGGPyS1BiDX5IaY/BLUmMMfklqzIzBn+SaJI8muXeK/iS5Msn2JHcnOXZS/wuT7EzywUEVLUnad7P5xv8x4PRp+s8AjuweFwEfntT/V8Bt+1KcJGnwZgz+qroN+NE0Q84Crq2e24G1SdYDJDkOOAT40iCKlSTN3yDO8W8AdvQt7wQ2JPk54G+Bd8y0gSQXJRlLMjY+Pj6AkiRJU1nIi7tvBb5QVTtnGlhVV1fVaFWNjoyMLGBJkqSVA9jGLuCwvuWNXdtJwKuTvBV4PrA6yRNVdfEA9ilJ2keDCP6bgLcnuR44AXi8qh4B3jwxIMkFwKihL0nDN2PwJ7kOOAVYl2Qn8C5gFUBVXQV8ATgT2A48CVy4UMVKkuZvxuCvqnNn6C/gbTOM+Ri920IlSUPmX+5KUmMMfklqjMEvSY0x+CWpMQa/JDXG4Jekxhj8ktQYg1+SGmPwS1JjDH5JaozBL0mNMfglqTEGvyQ1xuCXpMYY/JLUGINfkhpj8EtSYwx+SWqMwS9JjTH4JakxBr8kNcbgl6TGGPyS1BiDX5IaY/BLUmMMfklqjMEvSY0x+CWpMQa/JDXG4JekxswY/EmuSfJoknun6E+SK5NsT3J3kmO79lck+WqS+7r23xl08ZKkuZvNN/6PAadP038GcGT3uAj4cNf+JHBeVf1St/77k6zd50olSQOxcqYBVXVbkk3TDDkLuLaqCrg9ydok66vqob5tPJzkUWAEeGyeNUuS5mEQ5/g3ADv6lnd2bbslOR5YDXxzAPuTJM3Dgl/cTbIe+ARwYVX9bIoxFyUZSzI2Pj6+0CVJUtMGEfy7gMP6ljd2bSR5IfB54NKqun2qDVTV1VU1WlWjIyMjAyhJkjSVQQT/TcB53d09JwKPV9UjSVYD/0rv/P8NA9iPJGkAZry4m+Q64BRgXZKdwLuAVQBVdRXwBeBMYDu9O3ku7Fb9beA1wMFJLujaLqiqrw+ufEnSXM3mrp5zZ+gv4G17af8k8Ml9L02StBD8y11JaozBL0mNMfglqTEGvyQ1xuCXpMYY/JLUGINfkhpj8EtSYwx+SWqMwS9JjTH4JakxBr8kNcbgl6TGGPyS1BiDX5IaY/BLUmMMfklqjMEvSY0x+CWpMQa/JDXG4Jekxhj8ktQYg1+SGmPwS1JjDH5JaozBL0mNMfglqTEGvyQ1xuCXpMYY/JLUGINfkhqzcqYBSa4BXgc8WlUv20t/gA8AZwJPAhdU1X91fecDf9ENfXdVfXxQhU+26eLP77U9QAErEp6pYu2aVSTw2JNPc+jaNfzqL45w64PjPPzYUxy6dg3vPO0o3nDMBj575y6u2LLtWe0TZuqfbK7jB73+Ym93qex/rpZavYPU8twX2mK/tqmq6QckrwGeAK6dIvjPBP6QXvCfAHygqk5IchAwBozSy96twHFV9T/T7W90dLTGxsbmNImpQn9frFm1gt86bgOf2bqLp55+Zo/2y88+eveHwiU33jNl/2RzHT/o9Rd7u0tl/3O11OodpJbnvtAG9dom2VpVo7MZO+Opnqq6DfjRNEPOovehUFV1O7A2yXrgNODmqvpRF/Y3A6fPpqhheurpZ7jujh17HISJ9iu2bAPgii3bpu2fbK7jB73+Ym93qex/rpZavYPU8twX2jBe20Gc498A7Ohb3tm1TdX+LEkuSjKWZGx8fHwAJc3PM1P8Cnr4saf2+Heq/vm2D3r9xd7uUtn/XC21egep5bkvtGG8tvvFxd2qurqqRqtqdGRkZNjlsCLZa/uha9fs8e9U/fNtH/T6i73dpbL/uVpq9Q5Sy3NfaMN4bQcR/LuAw/qWN3ZtU7Xv19asWsG5JxzGmlUrntX+ztOOAuCdpx01bf9kcx0/6PUXe7tLZf9ztdTqHaSW577QhvHaDiL4bwLOS8+JwONV9QiwBTg1yYFJDgRO7doG7jt//ZtT9k18d5/4Fr92zSoOfO4qAmxYu4bfPfHFbFi7Zvfy5WcfzbvfcDSXn330s9onLrS84ZgN0/ZPNtfxg15/sbe7VPY/V0ut3kFqee4LbRiv7Wzu6rkOOAVYB/wAeBewCqCqrupu5/wgvQu3TwIXVtVYt+5bgD/vNvWeqvroTAXty109ktS6udzVM+N9/FV17gz9Bbxtir5rgGtmU4gkaXHsFxd3JUmLx+CXpMYY/JLUGINfkhpj8EtSYwx+SWqMwS9JjTH4JakxBr8kNcbgl6TGGPyS1BiDX5IaY/BLUmMMfklqjMEvSY0x+CWpMQa/JDXG4Jekxhj8ktQYg1+SGmPwS1JjDH5JaozBL0mNMfglqTEGvyQ1xuCXpMYY/JLUGINfkhpj8EtSYwx+SWrMrII/yelJtiXZnuTivfS/JMktSe5O8pUkG/v63pvkviQPJLkySQY5AUnS3MwY/ElWAB8CzgA2A+cm2Txp2PuAa6vq5cBlwOXdur8MvAp4OfAy4JXAyQOrXpI0Z7P5xn88sL2qvlVVPwGuB86aNGYz8OXu+a19/QU8B1gNHACsAn4w36IlSftuNsG/AdjRt7yza+t3F3B29/yNwAuSHFxVX6X3QfBI99hSVQ/Mr2RJ0nwM6uLuO4CTk9xJ71TOLuCZJD8PvBTYSO/D4rVJXj155SQXJRlLMjY+Pj6gkiRJezOb4N8FHNa3vLFr262qHq6qs6vqGODSru0xet/+b6+qJ6rqCeCLwEmTd1BVV1fVaFWNjoyM7NtMJEmzMpvg/xpwZJLDk6wGzgFu6h+QZF2SiW1dAlzTPf8evV8CK5OsovdrwFM9kjREMwZ/Vf0UeDuwhV5of7qq7ktyWZLXd8NOAbYleQg4BHhP134D8E3gHnrXAe6qqn8f7BQkSXORqhp2DXsYHR2tsbGxYZchSUtKkq1VNTqbsf7lriQ1xuCXpMYY/JLUGINfkhpj8EtSYwx+SWqMwS9JjTH4JakxBr8kNcbgl6TGGPyS1BiDX5IaY/BLUmMMfklqjMEvSY0x+CWpMQa/JDXG4Jekxhj8ktQYg1+SGmPwS1JjDH5JaozBL0mNMfglqTEGvyQ1xuCXpMYY/JLUGINfkhpj8EtSYwx+SWqMwS9JjZlV8Cc5Pcm2JNuTXLyX/pckuSXJ3Um+kmRjX9+Lk3wpyQNJ7k+yaYD1S5LmaMbgT7IC+BBwBrAZODfJ5knD3gdcW1UvBy4DLu/ruxa4oqpeChwPPDqIwiVJ+2Y23/iPB7ZX1beq6ifA9cBZk8ZsBr7cPb91or/7gFhZVTcDVNUTVfXkQCqXJO2T2QT/BmBH3/LOrq3fXcDZ3fM3Ai9IcjDwC8BjSW5McmeSK7pfEHtIclGSsSRj4+Pjc5+FJGnWBnVx9x3AyUnuBE4GdgHPACuBV3f9rwSOAC6YvHJVXV1Vo1U1OjIyMqCSJEl7M5vg3wUc1re8sWvbraoerqqzq+oY4NKu7TF6vw6+3p0m+inwWeDYAdQtSdpHswn+rwFHJjk8yWrgHOCm/gFJ1iWZ2NYlwDV9665NMvE1/rXA/fMvW5K0r2YM/u6b+tuBLcADwKer6r4klyV5fTfsFGBbkoeAQ4D3dOs+Q+80zy1J7gEC/P3AZyFJmrVU1bBr2MPo6GiNjY0NuwxJWlKSbK2q0dmM9S93JakxBr8kNcbgl6TGGPyS1BiDX5IaY/BLUmMMfklqjMEvSY0x+CWpMQa/JDXG4Jekxhj8ktQYg1+SGmPwS1JjDH5JaozBL0mNMfglqTEGvyQ1xuCXpMYY/JLUGINfkhpj8EtSYwx+SWqMwS9JjUlVDbuGPSQZB747j02sA344oHKWitbm3Np8wTm3Yj5zfklVjcxm4H4X/POVZKyqRoddx2Jqbc6tzReccysWa86e6pGkxhj8ktSY5Rj8Vw+7gCFobc6tzReccysWZc7L7hy/JGl6y/EbvyRpGga/JDVm2QR/ktOTbEuyPcnFw65nrpIcluTWJPcnuS/JH3XtByW5Ock3un8P7NqT5MpuvncnObZvW+d347+R5Py+9uOS3NOtc2WSLP5M95RkRZI7k3yuWz48yR1djZ9KsrprP6Bb3t71b+rbxiVd+7Ykp/W173fviSRrk9yQ5MEkDyQ5qYFj/Cfde/reJNclec5yO85JrknyaJJ7+9oW/LhOtY8ZVdWSfwArgG8CRwCrgbuAzcOua45zWA8c2z1/AfAQsBl4L3Bx134x8Dfd8zOBLwIBTgTu6NoPAr7V/Xtg9/zAru8/u7Hp1j1jP5j3nwL/DHyuW/40cE73/CrgD7rnbwWu6p6fA3yqe765O94HAId374MV++t7Avg48Pvd89XA2uV8jIENwLeBNX3H94LldpyB1wDHAvf2tS34cZ1qHzPWO+z/EAb0op8EbOlbvgS4ZNh1zXNO/wb8BrANWN+1rQe2dc8/ApzbN35b138u8JG+9o90beuBB/va9xg3pDluBG4BXgt8rntT/xBYOfm4AluAk7rnK7txmXysJ8btj+8J4EVdCGZS+3I+xhuAHV2YreyO82nL8TgDm9gz+Bf8uE61j5key+VUz8Sba8LOrm1J6n7eHgPcARxSVY90Xd8HDumeTzXn6dp37qV9mN4P/Bnws275YOCxqvppt9xf4+55df2Pd+Pn+joM0+HAOPDR7vTWPyR5Hsv4GFfVLuB9wPeAR+gdt60s7+M8YTGO61T7mNZyCf5lI8nzgc8Af1xVP+7vq97H+rK4/zbJ64BHq2rrsGtZRCvpnQ74cFUdA/wvvZ/nuy2nYwzQnXM+i96H3qHA84DTh1rUECzGcZ3LPpZL8O8CDutb3ti1LSlJVtEL/X+qqhu75h8kWd/1rwce7dqnmvN07Rv30j4srwJen+Q7wPX0Tvd8AFibZGU3pr/G3fPq+l8E/Ddzfx2GaSews6ru6JZvoPdBsFyPMcCvA9+uqvGqehq4kd6xX87HecJiHNep9jGt5RL8XwOO7O4UWE3votBNQ65pTrqr9P8IPFBVf9fXdRMwcXX/fHrn/ifaz+vuEDgReLz7ybcFODXJgd23rVPpnQN9BPhxkhO7fZ3Xt61FV1WXVNXGqtpE73h9uareDNwKvKkbNnm+E6/Dm7rx1bWf090NcjhwJL0LYfvde6Kqvg/sSHJU1/RrwP0s02Pc+R5wYpLndjVNzHnZHuc+i3Fcp9rH9IZ10WcBLqycSe9OmG8Clw67nn2o/1fo/Uy7G/h69ziT3vnNW4BvAP8BHNSND/Chbr73AKN923oLsL17XNjXPgrc263zQSZdZBzi3E/h/+/qOYLef9DbgX8BDujan9Mtb+/6j+hb/9JuTtvou4tlf3xPAK8Axrrj/Fl6d28s62MM/CXwYFfXJ+jdmbOsjjNwHb1rGE/T+2X3e4txXKfax0wP/5cNktSY5XKqR5I0Swa/JDXG4Jekxhj8ktQYg1+SGmPwS1JjDH5Jasz/AflzSZyINP90AAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.logspace(start=0, stop=5, num=35), [1] * 35, 'o');"
]
},
{
"cell_type": "code",
"execution_count": 79,
"id": "748064e2-d206-42e8-997b-01808cf3861a",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.xscale('log')\n",
"plt.plot(np.logspace(start=0, stop=5, num=35), [1] * 35, 'o');"
]
},
{
"cell_type": "markdown",
"id": "40a5a342-0222-462b-bb2a-b0bee5db5aa2",
"metadata": {},
"source": [
"# Gradient using `pytorch`"
]
},
{
"cell_type": "markdown",
"id": "1f113851-7c57-428e-aa4b-c449911a17e7",
"metadata": {},
"source": [
"## Manual `SGD`"
]
},
{
"cell_type": "code",
"execution_count": 106,
"id": "82e60c8e-d259-40db-a345-0ccd74495c6d",
"metadata": {},
"outputs": [],
"source": [
"def f_beale(x):\n",
" return (1.5 - x[0] + x[0] * x[1]) ** 2 + \\\n",
" (2.25 - x[0] + x[0] * x[1] ** 2) ** 2 + \\\n",
" (2.625 - x[0] + x[0] * x[1] ** 3) ** 2"
]
},
{
"cell_type": "code",
"execution_count": 194,
"id": "3088125c-149c-4614-936c-89a8d6adb21a",
"metadata": {},
"outputs": [],
"source": [
"num_iter = 10000\n",
"learning_rate = 1e-4\n",
"eps = 1e-9"
]
},
{
"cell_type": "code",
"execution_count": 196,
"id": "d698bc99-f72c-4d23-a702-f2c98da9ae34",
"metadata": {},
"outputs": [],
"source": [
"def find_min(f=f_beale, num_iter=num_iter, lr=learning_rate, eps=eps):\n",
" \n",
" x = torch.tensor([3., 1.], requires_grad=True, dtype=torch.float32)\n",
"\n",
" for i in range(num_iter):\n",
" loss = f(x)\n",
"\n",
" if torch.abs(loss) < eps:\n",
" return f'iter:{i} x:{x} loss:{loss:.10f}'\n",
" break\n",
"\n",
" loss.backward()\n",
" with torch.no_grad():\n",
" x -= lr * x.grad\n",
" # if torch.all(torch.abs(x.grad) < eps):\n",
" # break\n",
" x.grad.zero_() \n",
" \n",
" return f'iter:{i} x:{x} loss:{loss:.4f}'"
]
},
{
"cell_type": "code",
"execution_count": 197,
"id": "acb08301-56f5-48b3-ab13-3d73b9df1a1f",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"iter:1745 x:tensor([2.9999, 0.5000], requires_grad=True) loss:0.0000000010\n",
"iter:2041 x:tensor([2.9999, 0.5000], requires_grad=True) loss:0.0000000010\n",
"iter:2398 x:tensor([2.9999, 0.5000], requires_grad=True) loss:0.0000000010\n",
"iter:2691 x:tensor([2.9999, 0.5000], requires_grad=True) loss:0.0000000010\n",
"iter:3515 x:tensor([3.0001, 0.5000], requires_grad=True) loss:0.0000000010\n"
]
}
],
"source": [
"for lr in [1.5*1e-2, 1.25*1e-2, 1e-2, .75*1e-2, .5*1e-2]:\n",
" print(find_min(lr=lr))"
]
},
{
"cell_type": "markdown",
"id": "5766bcdd-651c-4884-9ea4-5772c735f46c",
"metadata": {},
"source": [
"## Using `torch.optim`"
]
},
{
"cell_type": "markdown",
"id": "e212accf-6cfd-4472-83ab-0444d2603cd5",
"metadata": {},
"source": [
"We may see that the result of using `SGD` from `pytorch` is *exactly* the same."
]
},
{
"cell_type": "code",
"execution_count": 200,
"id": "8c0ff7db-856c-4d48-be2e-728dbf227ec0",
"metadata": {},
"outputs": [],
"source": [
"num_iter = 10000\n",
"learning_rate = 1e-2\n",
"eps = 1e-9"
]
},
{
"cell_type": "code",
"execution_count": 203,
"id": "0ff84005-5751-41a8-85d9-ad9801cdb7fc",
"metadata": {},
"outputs": [],
"source": [
"def find_min_optim(f=f_beale, num_iter=num_iter, lr=learning_rate, eps=eps):\n",
" \n",
" x = torch.tensor([3., 1.], requires_grad=True, dtype=torch.float32)\n",
" opt = optim.SGD([x], lr=lr)\n",
"\n",
" for i in range(num_iter):\n",
" \n",
" loss = f(x)\n",
" if torch.abs(loss) < eps:\n",
" return f'iter:{i} x:{x} loss:{loss:.10f}'\n",
" break\n",
" \n",
" opt.zero_grad()\n",
" loss.backward()\n",
" opt.step()\n",
" \n",
" return f'iter:{i} x:{x} loss:{loss:.4f}'"
]
},
{
"cell_type": "code",
"execution_count": 204,
"id": "d84cb38a-5b62-4859-a983-ffcd87019b79",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'iter:2398 x:tensor([2.9999, 0.5000], requires_grad=True) loss:0.0000000010'"
]
},
"execution_count": 204,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"find_min_optim()"
]
},
{
"cell_type": "markdown",
"id": "1bf82581-cc43-4a30-b810-5cb52306ec62",
"metadata": {},
"source": [
"## Plotting `SGD`"
]
},
{
"cell_type": "markdown",
"id": "afdbb7f7-a500-4e29-95bb-d100e9e02902",
"metadata": {},
"source": [
"Can we somehow plot it on the contours of our function?"
]
},
{
"cell_type": "code",
"execution_count": 260,
"id": "2a5006de-359a-4c20-b57f-dda7aa012874",
"metadata": {},
"outputs": [],
"source": [
"def find_min_optim_v2(f=f_beale, num_iter=10000, lr=1e-2, eps=1e-5):\n",
" \n",
" x = torch.tensor([1., -2.], requires_grad=True, dtype=torch.float32)\n",
" opt = optim.SGD([x], lr=lr)\n",
" x_hist, y_hist = [], []\n",
"\n",
" for i in range(num_iter):\n",
" \n",
" x_hist.append(x[0].detach().item())\n",
" y_hist.append(x[1].detach().item())\n",
" \n",
" loss = f(x)\n",
" if torch.abs(loss) < eps:\n",
" print(f'lr:{lr} i:{i} loss:{loss:.9f}')\n",
" return x_hist, y_hist\n",
" break\n",
" \n",
" opt.zero_grad()\n",
" loss.backward()\n",
" opt.step()\n",
" \n",
" print(f'lr:{lr} i:{i} loss:{loss:.9f}')\n",
" \n",
" return x_hist, y_hist"
]
},
{
"cell_type": "code",
"execution_count": 262,
"id": "423b5614-7282-4507-b7a0-2acc4d4f6ef5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"lr:0.0001 i:9999 loss:0.182777345\n",
"lr:0.001 i:9999 loss:0.000065871\n",
"lr:0.01 i:1283 loss:0.000009941\n",
"lr:0.1 i:9999 loss:nan\n"
]
}
],
"source": [
"for lr in [1e-4, 1e-3, 1e-2, 1e-1]:\n",
" _, _ = find_min_optim_v2(lr=lr)"
]
},
{
"cell_type": "code",
"execution_count": 263,
"id": "8333ae98-af79-481f-bcc3-510b11ffda75",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"lr:0.01 i:2041 loss:0.000000100\n"
]
}
],
"source": [
"x_hist, y_hist = find_min_optim_v2(lr=1e-2, num_iter=100000, eps=1e-7)"
]
},
{
"cell_type": "code",
"execution_count": 264,
"id": "194c3346-4671-45da-9e4e-cdd97206df3f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"([1.0,\n",
" -0.5525000095367432,\n",
" -0.39082983136177063,\n",
" -0.23995345830917358,\n",
" -0.09872125089168549],\n",
" [-2.0,\n",
" -0.020000100135803223,\n",
" 0.001605648547410965,\n",
" 0.016447067260742188,\n",
" 0.02518250048160553])"
]
},
"execution_count": 264,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x_hist[:5], y_hist[:5]"
]
},
{
"cell_type": "code",
"execution_count": 265,
"id": "644c40f8-1dc1-4c3f-9e20-60da1bfd7efd",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"([2.999201774597168,\n",
" 2.999204158782959,\n",
" 2.99920654296875,\n",
" 2.999208927154541,\n",
" 2.999211311340332],\n",
" [0.4998007118701935,\n",
" 0.49980130791664124,\n",
" 0.499801903963089,\n",
" 0.49980250000953674,\n",
" 0.4998030960559845])"
]
},
"execution_count": 265,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x_hist[-5:], y_hist[-5:]"
]
},
{
"cell_type": "code",
"execution_count": 266,
"id": "690e5dca-d755-4785-9a32-3366b74541af",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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kw6dPQfIG6NYXHv0QRs3smJZGr4cF/4EfPoGjh8A/CG57EG6+B7zOcd+fB+Zjx2j84QcafvgBa0kJqh49cLrvPhxuvhl1164XvN9TYaqooGLJEsr//JOahAQQAseICLzmzMFj6lSc4+JQKDu3vksIQWV6OoXr1lGckEDJjh1YdDpQKPAcMAD/+HgC4uPxGzUKu07SqJ4Luqoqjm3fzpGtWzm6ZQvFGRnNz0+37t0JGjiQwEGDCBo0iMDYWOwuk+arM6BQKFKFEHFtvvf/VyIlrFYqDx6kKDWVorQ0itLSOJmSgqG2FgB7d3eCBg+mi400BQ0ahMOFPsw7AIvRSEVaGqU7dlCyYwelO3ZgqKgAwDU4uJk4+Y8Zg9ajnQLRDsBcU0P1hg1UrVpF1Zo1mEpKQKHAedAgSZ6mTcMpOrpTBgRrZSW6JUvQLViAYcsWsFrRDBiAw4034nD99agvpiAhLRl++hz+WSQF5GOnwB2PwJhJ0NFjryyFPz6Bv7+Chjr5cLjzRQgb1L7tG2thybuw8iNwcIXbP4bRc8//gDm4A365CWqLYeZ7MObxsx+7xSQfsOlfQa9pMPNPsGtjkDJWw8bxUJ0NY1ZA4KTW7wsr5F4DFcshfBV4Tm55z1oHx6NBmKFrJqjkwCyEGb1pCEKU4GC3F4XCFSv1HCMWR8biyzc0cpB0biSAa+jFswgEG7kfNY7E8wmLeRcrFuyJIIssjuLJVOLoSg9eZidPEcsoujKe3YzHi2rcWUsjxaVeOOo0FB/TNhMpt97l9HAow0FRiwelzKU/iewkjt7cyAje422iiWE6M9nETxwlh1ncxVaeYQgv4c8g9jAFV2IJ4T0AGlhLKXfizSe4cL08leaXMFnew8EuH6Wij+38meD4ILAUQ7dcUJ3yGzVVQdoAUDpATBqonE67hnpImAElm2HkQuh2ddvXOvM/sO5e6DJSkmXtOYTaB7bBT9eCSQe3/gYRM8++bhOKD8LXd8HerRA5Hh74AXx7nH87kARu1xpJqI7kQ1w8PP4R9Itu3/ZNsFhg02qY9wVs2wBaLcy6UU6CImI6tq9TD89oRLdsGQ3ffINxyxYA7EaOlGPONdeg8rlwsnYqjEVFlP/9N+V//UXdrl1yAurri8eUKXhMnYr7xImoL0Gxj8VopHz3booTEihKSKB01y6sBgMKpRLPmBgC4uPxHzMGv5Ej0VwisfypMNbXU5SeTuHu3ZzcvZvClBSqDx8GQKFU4hMaSuDAgQTZyJVvRMQlD05cKK4QKaC+pIQTiYkcT0ykMDmZ4vT0ZtKksrPDLzKSgNhYugwdSpchQ/Dq27fTZw9twWoyUbZ7N0UbN1KUkEB5cjIWvR4Alz598BsxAr9RowgYNw7nbmep7LlI6A4coOqff6hYvpy6HTsQZjMqd3c8Jk/GY+pUPCZPRtNJA4zQ69GvXEnj/Pno164FkwlV37443ngjDjfcgKZ//4v4IjpJnH7+EjJSwNkFrr8DbnsIegeff/vTUVoI8z+Epd+DUQ/jr4M7XoC+ke3b3mSEjT/AwtehtgzG3Aq3/hvcznMudbWw+hXY+jl49YTb/4TuA8++fu1x+OdmOLEdBj4Fo98DZRvVgvpy2DIdKtNg1BLoMv3MdQ4/D8ffg16fQJfHW14XAkrvgLr5ELQFHEa2fE3zpxgtT6FVL0Ctug6AGr6nktcIZBVaosnlUWrJIpZlaHCnjCy28xwxPI4fQ5nHk8QxnVSOo0DDHszcx0SWUsJxavmJyaRSw8Pk8jH9eQMdHkLJklJXfOvsKCvUYDkORJhx7VNBgGMpzopa+lFDLL7ASerQ8SrX8wfzKaaYJ3iaLDaxgz+5lffYzD30YBIDuJ9DfEgxSxnEOtS4IBCcZApWqunCNhTYYRVF6Iy9UCtvR6v55pTznAYnBoHLLeD3c+vzW70FssaC3+0Q/OOZZNrcAJsmQkUKjFoKXaa1fc3z/oRVc8E3Cq7+B5z82l4PoOo4/DAbjqfCpBdhyqugOs/DymqF9d/C/GcBBdz8Dkx6EFSqc2/X/D1MsOR7+P5VqKmA+Dlw10sdJ1QA+3Jh3pfw96/Q2ABxw+Dux2HKbFBfeOG5+cABGv/8E92CBZhzc0GlQjt+PI5z52I/ezbKTqqsNpWXU7VuHVWrVlG9di3mqipQqXAdMQLPWbPwmj0b+0tUxW7W6ylLSqI4IYHihATKkpKw2qoPvWJi8B8zhoDx4/EbMQL1ZagkB2goK+NkSookV7a/jeXlAKi0WvyjoggaNIiuw4bRZehQ3Lp1Q/E/UCH4/zsiZTWbKc3J4XhiIid27eJ4YiJVBw8CkjT5R0cTGBdHQEwMATEx+ISGorrQ0vkOolWqbtMmmaqrrweFAq/oaPxGjcJ3xAh8hw/H0d//khyD1WikdscOGXVatQpdQQEAjuHhzek6lyFDUFzEIHUqhMmEYcsWdIsWoVu4EFFTgzIoSJKnG29EEx19cT+U/Bz4/XtYPB9qqqF3PzlzveZWSaY6isLD8Ov7sHKetCaYfAvc/jz06Ne+7a1WSFwEf7woZ/dho2WapHfsubcTAtIXwZInoLYIht8Ps94H+3N8h/xFsP4+sBhh0vcQelPb61XnwJaZ0HgSRv4JXa86c50jr8Gx1yHgPujzTeuHfPWnUP4EeLwCXq83v2yxJqI3xaNSTkSrXo5CocBMKYWMxo4IAlhIDankcB89eJwgbkFgZQtP0Ugpk/iRHLaxk4XM4Fl+5Fd6Es4OKriJSfybLO4mgjn05RH2kkc93xPNCAq5zuzGFxVaHMq0NJSooRCIMOPcpxIfl3I8qWI4JsDKOJxZyR4+4U72k8tSFnM396LBxBLeYwoPUcQy6jjGJH6igX1kcjPdeJCu3AlAI1so4SY8eR037gHAYHoEs/Vb7DVJqJSnXN+Kl6DqbfCdB663n3aeX4Zjb0G3l6HHG2deh+aoYRaM+Au6zW77mh5YCSuuB0cfmLMCfAe0vR6AUQeLHoKkedBjsIxO+fQ5+/pNKD0C394HmeuhVwzc9y30OQepPx21VfD7x7DwC6ivgRHT4M6XIGJI+/fRhJpq+GuenCgdPQRB3eTv/Ma7wc294/uzQQiBOSeHxgUL0P3xB5ajR1G4uOBw7bU43nordiNHdtqkWpjN1CUnU7V6NZUrV9KYnQ2AU3Q0XrNn4zVnDg6hoZeMOJgbGylNTJRpwG3bmomV0s4O32HDCBg3joDx4/GOi0PZSeP/+SCEoPrIEU6mpHAiOZmi1FRO7tmDyWaf4xIYSJehQ+k6bBhdhw3DPzoadSfISTqK/9NEymqxUFFQwMk9e5qX4owMzDodAM7+/pLZDhtG16FDCYiJ6XQt0TmPz2ymMiOD0p07Kdmxg5Jt29CXlgIyVRcwbhyBTam6S5g6NJaUULVmjZwVrV+PpbYWhZ0dbqNH4zF9Oh7TpuHQu51an3ZAGI0YNm9G9/ff6Jctw1pRgcLJCfvZs3G87Ta08fEo2ju7bQu6RlixUBKo1ESws4Np18DN98KQURfmcXKkAH5+F9b+Jv11Zt4Jt/4LAnu0fx/Zm2H+v+DgHugWAbe8BzFTzn88pfth0cOQvx66RMP138gH3tlgqIPNj0H2PAgYBNN/B4+zPBhPrIQdN4HaGcYsB+82UpJHX4ejr4HfHRD8H1Cc8uBoWA1FM8DpKvBf1PyeVRSjNw4E7HGwS0ahkPdvKQ/SwGqC2IgdfcjlMerJI5YVqLDnGJvYw0fE8gTdGMdvvIgTbvRgAstYQhCDyKUcI90wYOFbJpBPA3eSzaN0R48Lr1HJrY1+fFgnsB5zhEoFnAQiLDj2rcLbrQIfypmGhgxO8iGD+ICl3M8kIujKh7xHBJFMZzo/8AjhxNMVL1L5mDF8jCch5PIYdeQQx0pUyNl6MTdiIIOuJKPEFSGq0RnDUCgCsdckolDYHj7CDCcngj4RuiSB9hSSIwTsvweKf4Ten0LQY2deD2M1bJ4iI1PDf4MeN7R9bYtTYcksMFTLe6DvrLbXa0LaQvjzPpkKvuYzGHLn+e9NIWDXQpj3BFQXw5jb4LrXwLf7ubc7FfU1sOgrSapqKmDgOBmhihnd8d+qxQIb/5E6qsSt4OgkI89z74d+YR3b12kQVivG7dtp/PVXdIsWIerqUPXogePcuTjOnYu6b9/z76QD0B08SOXSpVQsXSpTgIB9374yBTh5Mq6jR6O6hJEiU0MDJdu3U7RpE0UbN1KZkQGAxtVVRqtszye3/v0va1TIajZTkp3N8V27ZCZp167mlKDKzo7AuLhmctVl6FBcAgIu+TH9nyFSwmql8sCBVqSpKC2tmblqnJwIiIkhMC6OwLg4ug4bhlv37pf1BjDV1VGWlCT1TTt3UpaUhNl2fM49euA7YoS8OceNw6mTRI5tQVitNKSnU2mLOjULxQMC8Jw2DY9p03AfPx5VJ4r9hMGAYeNGdH//jW7ZMkR1NQoXF+xnzsThmmuwnzTp4k3ycrMkeVryG9TWQJ8QSZ6umQue3uffvi0UZMAv78HGhWBnD1ffDzc/Bb7nMEA8HUcyJYHKWCcNDm98E0befP5UiEkPG96Ti1oL09+CEQ+c28jzZBL8cwvUHIYhL8CwV9pO1QgBuR9C+nPgGQOjl4FTlzPXO/oGHH31lHTTKSTKkAMnhoFdHwjaDkon265N6E0TsIo92Gt2olJKotAUtXHnKTx4igYOkMENdOMBunIXZnSs5x4c8GYMH3OMXP7hUyZwD6nsp5CT1BCEAjv2oOJ5BjGSLjzMXvKpZyVxXEsJRgSO1V5kGq0cOewIFUAREG7FPrgaT48qAihmFs4kcpAviOdT/mYgfbiVeJbwN3nk8gzPsYpPMWPiKh5nFTfSi+lEci91ZJPFHXTnUbpwqzwdZHGSyXjwAu48DIDZshCD+UbsVB+hUT/ecu7MJVJTpnSELntA5X7KtTFD3vVQvgT6/QJ+t7Zxb9RBwnQo2wFDfjq7AL2+SJKp4hQY+iIMf63t1G4Tqo7D/Ntgf4LUTF37JXi0YyxqrIVFb0hBuhAw6QG4+gVw8z3/ts37qJep8vkfQkUxDBguI1RDJ13Y5CcnHf7zGSxfIA0+I2JkIclVN16UOB3A2tiIftkyGn/9FcOGDVLDOWgQDlddhf2sWag7mVwYi4qoWL6cymXLqN26Fatej0KrxXXkSDwmT8Z90iQcw8Iu6fNMX15OcUJCc8akzpbJcQgIIGDsWJktGToU9/BwlBczEb4A1BcXc9xGqk7s2sXJ1FQsBgMgo1YBMTH4x8QQGBtLQEwMLkFBnXqu/p8kUmaDgfK8PEqysynJypKi8NTUZl2T2t6+OUXXtHj163fZL25DYSGlO3c2i8OrMjMRVisKpRKPAQPwGzGiOVXnFNSBB3MHIYTAcOQItdu3U7NlC1Vr12IqKmoWijeRJ6eLTaOd/rl6Pfr169EtWoR+xQpEbS0KNzfsZ82S5GnCBBQXGwFsbIAVf8Fv30N6shSeTrsWbrkXBo24sAFYr4NNi2Dxt5CdKN2Zr30YbnwcPDvwYCg9Agtehu2/g5M7XP0iTH5IErLzIW8dLHwIyg9C7I0w+yNwO8fMymqGpHdh5+vg0gWm/wZdRrS9rkUPSffC4fnQ/XoY+hOoT5vZCgHH3rBFom6zkahTfj/mUjgxGIQBuu4GdQsJM5ifwGz5HK36V9Sqm+XhoaOQsShQEcQmFGjZx6tUsJk4/kGDGzn8zD4WNkd9/uFzSjnCTbzNh7xPOANYxUl86cohlCxgGlnUcZctGhWPH4M5wfPCnXfK7egn1Gw9rIUS5BJmxa5fLV5eVfSimHG4kUI+TxFHPns5RhnvMZcjHGYeP3IN19mE8Ou4m8/Zw/tUsZ8p/IICJXt5iAb2N0fTQEaljOTShWSU2MvfnnkGFus2HOxyUCpO0TLqdkLhGHCaISv5Tr1XrQbImSZ1U2FLwKsNIbi5EbbMguKNMPg76Htv29fbpINNj0LWf6DrGJixAJzPIQ2wWiHhE1j1soy+Tn8LRj0s/30+lB+Xur+EeWDnCNOfgJlPgVMHqsL0Oljxk0yhlxyH/rGSUI2a2fFiEICKMlj6h9RRZadJ7dTYqZJUjZsmx4yLgOXkSRp/+w3d339jSkkBQNWnDw6zZmE/axZ2w4ZdXIT99M/T6ajdvp3qtWupWrcOXW4uAHZBQbhPmoTHpEm4jR+P5hIXQNUdOdIcrSpKSEBfUgKA2tkZn0GD8Bk6VC5DhmDv5XVJj+V0mA0GitPTOZ6YSLGtYKw8P7+5StDRx6dZvtO0uPfsecHPv/9pIiWsVqoOH6Y0O5uS7GzKcnIoyc6mYt8+hMUC2MTgAwa0Ik0+oaGXLYfbBH1ZGRVpaVSkplKRlkb5nj00HD0KgNrREZ8hQ5pJk8+QIdi5Xnjbg/NBWK3o8vKo2b6d2m3bqN2+HeOJE/JYPDxwGz8ez2nTcJ8yBTvfDhCDdsBSUYFh40b0y5ejX7kSUV+PwtMTh6uuwuGaa9COG3fh7VqaYLXCnl1ycFz6u2wr0bc/3HIfXD0XPC5wADmcB0u+g9W/Sv1Gt2CYcx/MuANcO1AFWVsOi9+BtV/JgX/qYzDnOUmmzofqQlmWnvE3+AbDtV9ByPjzbHNYiosLd0LozTDhK9Ce5cGlK4ats6E8CSLfgIiXziSbQsCRF+H4u7ZI1H9akyhhgMJxYEiFoG1g36KLMVt+x2C+FbXq0WarA4BK3qOGz/HnbxwYhoESUpmJP9fRi6dooIgN3EcXRhHH09RSxnxeII5peNCf3/iVUUzhTzKxpxuuuPMOI3mIveyjgRXE8jP1vEklf5kDGVNhZobFjuXHNTKtVwKECdQhdfj4VDCASvpizzH2M5VeBKPkN7byFjfhixuf8jFeeDGGOP7hM2bxFIISUviAUXyAN+HUkkE2d9OTJwlE6s907KCY6/DifVyZC4BVHEVnDEelHINWvaL1YF31MVQ8Bd6fgfujra+DpR6yxkF9JkSsBfcxZ15Pix62XQOFqyDuMwh59Mx1mpDzC6x/QFbyTV8A3ePPvi5A+WFY+CDkrYWuMXDD99DtPFq+JhQWyElE4iJw8YI5z0tBurYDUWeTEVbPh3nvyNYzvcNlRey4a9svbD8d+TmSUC35DUqKwN0TZt0gSVXUwItubWIpLES/ciW65csxbN4MRiNKb2/sp0/HftYstBMndppQvQmG48epXr+eqrVrqd64EUt1NSiVOA8cKKNVEybgHBfXKVY0Z4MQgvrDhylNTKTMtlRmZjY/p1379cPXRqx8hw7FLTT0sgc2jA0NMvBiI1bFaWmU5uQ0t0fTurkREB2Nf3Q0vuHh+ISF4RMairYdFYz/c0Sqf7du4v2JEynNzqZ0797m1ByAR69e+EZE4BsRgZ/tr1ffvpedNDUWF1ORmkplWhrltr8Nx483v+/SuzdeMTH4DB2K34gReEZFobyEZZvCbKY+PZ3aJuK0Ywdmmy2CJiAAt1GjcB05EtdRo2T4txMrDoXJhDEpCcO6dejXr8e0Zw8IIQeP2bMleYqPR3Gx399shuTtsOpvWLNE+j7Z28vo09z7ZLXOhQyCRgMkLJHRp/Rt0iMnfo5M4XVUo1F5ElZ9Duu/AX09xN8B178GXm2kzE6HxSwr8Va/KqNLE1+Ecc+A5jyD397fYMODgAImfA1hN5/j+NKlqNxQCcN/bbuEXgg49BQUfmITln/dOp0nBJTeJiv0/P4Cl+ua37Jac9GZBqNUxGKv2YBCIa+5kQIKmYAzc/DhUwAO8yknWUAsy7AngCTeooQ0JvIDDnixi0VksMFWMbeNLDIJYyKrSaccf6bSh4H04G6yeYwezCWIqRQigLk6P+bWGpihs2dLmYqa40AxECpQhjTg51/GEOpQYSaIGuxR8xSRPM9v3MhIxhFJApvYQgIP8xALeYVBzCSa8aziJroznigeAiCb+9BxlDiWo0Rrq+CbhpUqurAdha1lqcn8CUbL02jVf6JWXdv6fBbNgsa10GVnK1IqN6yAzFFgOA6RCeDSBpGxGGHHjXB8CUS/B2H/Ovs9UJYDy6+Fqn0w4g0Y8nzr69vW/ZC+CBY/BnWlMPoRmPbmuYscTsXBVPj9BSlI9wyC616FsXe0r89kE8xmWP8nzHtb2iYE9WqZ4HhcYIrObIYdm2DRL7B2qfSo6hMii1Dm3AJBFy+tsNbWol+7Vk4qV69GVFeDvT32EyZgP2sW9jNmoOrkiawwm6lLSWmOVtXv3i3HY3t7nAcNks+BkSNxGToU9SWczIPUWJWnpDQTq9LERAy2CjyNiwvegwbhFRuLV0wMXrGxuPTqdVmq4U+F2WCgNCenFbkqycrCbKuOB+lx5RsWhk94uPwbFoZP//6teuL+zxGpQIVCPOHtfQZh8g0L+68YdDUWFVGektISbUpNRVdU1Py+a3Bw843gFRuLZ3Q02kvgAXIqLI2N1O3aRe2uXdTt3Entrl1Y6+sBsO/du5k0uY4ahX2vXp2eNzcfPox+zRoM69ZhSEhA1NWBSoXdkCFoJ07EftIkNHFxFx/ONpth52YbeVoqmwfbO8hw/LSr5d8LqbwDOH5A6jFWzoPqcjk4z75XDs4dSd8BHM+FFf+Gbb/JSr7Bc6Tgtls7xa37t8Lfj8LJLAidCtd+Ad7nMePUV8OGhyDvDwgaLlN5bj3Ovv6h3yD5PtB6SVG5Zxul5sIKBx6Boq+lyLnXJ2cSySZTSc/XwfOVlk1FIzrTUJtfVBpKhWyALLBSxGxMHKAL21DhhZk6UpiGJ6Pox1uUksEOXiCM2+jH9Zgx8jPP0IUQJnIfH/EBXelGEc6UU0869jxFLIup4wCNLCeWMqwM4QQv4UFBrQPz9Gaiyh05rlNw5ChwAogAVUgDQf5lDFQ0UkQNN6BlO4X8xXRe4DcC8ORRplFJBZ/yMdOYzmHW44Azs3iKZN6hnBymMB8lKqrZw17upxfPEoAklQ2sppS78eEbnJllOz9m9KahCHHS5qfl3nJOLZVSL4UKuqa11kuBbG6cMRysDTBge2sT1CZYzbDrVjiyACJehchXzz4JMNZLr6m8BdK8c9qvsrrvXNDVwMoXYMc34BYIV38OA2a3f6KRs0Waee5LgsBguOFNGHpNx1J1Vquc9Pz1RcukZ+zVMOd+iLnAIhKQEe1/FslIVdI2uZ9h8TDjOpg656L1VGCrTt62TZKq5cuxHDsGCgWagQOxnzQJ7aRJ2A0Z0qkpQJBGoE1Zidrt26lPT5eCfKUSp6goXEeMwHXUKNzGjEFzidNvQgjqDh5sJlXlyclUZWdjNZkAKWL3jI7GOzYWz5gYfAYPxqV378tub2C1WKg+fJjSnBxK9+6lzLaU5+djMRrlSgqFDOzYCNb4d9659ERKoVCogD1AoRCiDYOaFsRERYnU9PT/ijeEubGRirQ0ypKTKUtKojw5uSXSpFDgFhLSikF7RkVd0hRdEyw6HXWJidQkJFCTkED97t0IkwkUChzDwiRpss00tJdAayWsVkwpKehWrEC/YgXmnBwAVD16oJ00SQ4E8fEoO4NACiENM5f9IbVP5aXg5Azjp8vKu/jJshLnQmCxSEPARV9B4lqZHhg1S0afBo7ruP4ifycsfR/2rAQ7BznTnvEk+LezwvFIstSh5G8A9y5wzecQedW5HwhCQO7vsOVZaCyV4uEhz51dQGyogpSH5APWdxSM/Asc2tDHmKshfy5U/gNdnoWe7515HNWfQ/lj4HwD+P3R/L4QVgzmG7FY/0arWY1a2WLkWcXHVPNvvPkUFxvRkNGo3xjA7zjSi008jAUTE/gWFXaks45dLOIqnsaIlnn8h1nMYR6pdCWQrRi5h4G8zTEepwe3EMRrVPADtSSJLkyuMBGgVJB92AEfAfnHsPlIgapfIz38y4lQ6TlOGc/gwy/k8B8mkkAqO8nnY+5Ai4YPeY/e9MEHE3ns4E4+oZRUknmLIbxMIEMRCHK4Bx3HiWEJapwQWClkDCAIYiMKZFTRYk1FbxqCSnkVWvXC1mOcLhEKR4HDKAhcDYrTIpG6/dJRXqGCyE3g2IanmtUCSXfDoZ+h160w6FtQnyWVJgRkfCerO+09YOJ356/qA3nP/nkfFGZC/0kw59Pzu6Kf+pkpK6T1x/G90DMKrn8D4qZ3nAQdym1Jw9dVQ68wuO5hmHILOF7EhPvoIZn2W/wbHN4v9VSjJsLsm2DSLDkWXSSEEJgyM9EvX45h3TqMyclgtbakAGfORDthAspLEDiw1NdTl5TUTKzqkpKw2tzOnaKjcZ8wAffx43EZPhzVxRb/tOd4jEaq9+5tlsRUpKZSmZmJ1SYUt/fxwWfYMHxti1dsLOrLcFxtwWo2U3ngAKV791Kak0OZ7a++upqni4ouC5F6EogDXM9HpC6XIaewWqkpKKAsOZny5GTKkpOpyspqzuk69+iB9+DB+AwejPegQXgOGIDmMkXErHo9dUlJkjht2UJdUhLCaJR577g43MaMwW3MGFyGDUN9iaz9LcXFUuu0fj2G9euxlpTIqNPIkTjMnIl22jTUfft2DuEVQhrrLf9TEqijh6QAdPwMWWETPwUu5sdzKFdqLdb8BqUnwDtApgauugd8Aju2L6sVUv+BZR9IIuXsCVMfkSLy85lpNuFEpiRQOSvB2RsmPC+r8ezO8x2LU6VouHAX+MfJVF7AOXx7ijZA4h2gK4GIVyD8+bYJV8NeyJ0N+sMyChX40JkPtqr3oeI5cJoN/gtaPeiN5ucwWT5Eo3ofO/XTLbtlFaXcgzPX4s2nKFBQRw5Z3Ikfs+jDixxmDel8wVBeJYDB1FHJH7xMF/oxlUdYwO8c4yiTuJ6vWEcv+pNKPUYC0KLiD6I4jJnxFHIDLswxejCiSs8b9na8lK8hSsChIqg9DAwAVV8dvQMq6a7RU0kxr9Kdb9jNY8TQEzs+YCl3MZ6h9OMPfqOMUuYwmRV8zBQepAcD2MA92OHGGD62fSdZwRfEbfTgEQAaSaCEm3HnWTx4vPmcmMwfYbQ8i0b1Fnbq51uf49r5UHorOM0B/4WtdWlN1ylrHCAgYgM4t2H+KqyQ/RZkvWqrxlwKTucw6y3NgtW3QWkGhN0K4z4De/ezrw8yDb39a2kMa2iAMY/B5FekM397YLHAjgWw8DXppdYlVE5ARt3cvkKMU6FvlGm/hV9CQTo4ucL02+GaB9vv7dYWhJBVwMv+gGUL4ORxcHCUZGr2zTB6InSSXMNaVYV+/Xr0K1a0pAC1WrTjxuEwcyb206ejukTFSFajkfrUVGo2bqR6wwbqEhMRZjMKjQbnQYOkLGTUKPmsuQxBA5BG1NV5eZQlJVG6axdlu3ZRu38/AAqVCvfwcLwHDmxePMLDL6l05rzHa7GgUqsvLZFSKBRdgF+At4En/xtEymqxULtvH5WZmVRmZFCRmkp5SgqmmhpAhhS9Bw7EZ8iQZuLk4HcON+BOhrmmhvqUFGp37aImIUHezAaDDL9GR+MWH4/bmDG4jhx5yW5ma2Mjxm3bMGzYgH7DBsw2MzillxfaCRPkTGnKlAvva3c6TCbYvQPWr4CNK+HIQRkRGjEOrrpJOhN3tN/dqagqg3UL5Iw1L1VGn4ZMkoPsmKtkWqBDx2uE7X/A8g/hRC74dJfVSGPvBPt2RsiK82HNa5D2Fzi4SQ3U6EfPrzdpLINtL8qqK0cfGPUuRNx+dm2LuRHS/wUFX4JriPQa8jqLSLhsERTcAWoX6L8I3E6r9BMCKl+DqjfA+Ubw+wUULefOZPkWo/kh1Mr7sVN/2UysDWRTxFXYEYo/i1BijxUTmdyMmXqiWYgSe9ZzD1rcGMMnKFCwhq84xl5u5A1MwOd8yijGcAwFaRzCRA9MKMnEnu8JJxpXrqeYHIxspwvP15pZoDPzHo48fERBcANUV0PpYSASlH119PKvxtVej4KTPEZ31pBJNL48RRzPMx9/PHiCGWxnGxtYxzP8i4W8QlfCmMg9HGIVGXzFSN7FB2ntsJ/XKGMt0SzEAUlcSrmPRtYTxGY09LSdToHBPBeL9U+06uWoVae5kzeZm7reAz7fnUloG/dJMmWpg/CV4DaSNnHiH9h5MyjtZEsZ/3MIyy1G2PUWJL0DTv4w5UfoOens6zehrhRWvghJP4Kzr2xVNOjW9kd2zSbY8adsj3QkU1olTH5IWie0d1LSBCEgO0lGmzculPsePEFW246YduHidJCTp5SdsOR3mQKsrgQPL5n6m32T1Gd2limnyYRxxw50K1fKFOChQwBo4uKwnzED+xkz0AwYcMm0RJb6emq2bqV261Zqtm2jITUVYTa3PItsxMp1xAg03hdoKXMB0JWWUpaYSPnu3ZSnpFC+Zw/GqioAVPb2eEZF4T1wIF5xcXgPHIhbv36XVW91yTVSCoXib+BdwAV4+lITKVN9PVVZWVRmZMglM5Oq7GzZrBFQajS4h4U1R5t8Bg/GLSTksp10q8lEY3Y2dcnJ1CcnU5ecjC4/X76pUOAUFSUjTvHxkjhdIr2VsFoxpadjWL8e/YYNGHfulF4rWi3aESPQTpiAdsIENFFRnXduqqtgy1rYsBIS1kg3Yq0Who+V0afJV4HfRZinGfSw4x9Y9atM4VnMsu3E1Fth0o3gdQHkWFcHG76HlZ9AZSF0j4TZ/4Kh17afjJUfhrVvwO5fQeMA8Y/D2KfA8TyVgBYTZHwDO14BUwPEPArDXzl7RR5AeQrsmgu1BRDyGES923Z6R5jh8Atw4kNwHQr9/wbtadE5IaDiWaj+N7jcCb7ft4qSmC2rMZhnoVJOQqte1mw4aaGMQqYAgkDWoEZqzo7xHcf5gf58iicjOMpGUvm4ORp1hExW8QVDmEMsU/mHFaSyh8d4klf5m3504R8a8cOHShxZTiz/0MC9lPI2XlxrdSGovJGrtWqs5VpWV0NjIbgaoOgIMAAUvfV0C6jF7NhAKGUMxwM7Ksmjkl+YzDKSWU0aH3Ib1ZTxEz9wE7dwkmQOsIc7+QQFgrXcgRvdGcE7ABgpJ42rcSWaUJug3kwxJxiFPbH48QcKmlKhjehNo7CKgzhoklAqT4ucVLwIVe+Axwvg9faZ105/DLInguEo9F8IXjPavhdq98HWq+TfmA8h5PFzp9CK9sDqW6EiDyLvgfiPQNsODeLRFKnxO5IEgRGyzUzk7PaTCyEgJwFWfARpq2VUavSt0jqhSzvThqeiogSW/QBLvpWtnAK6w7TbYML10Cu04/s7FUYjbF0vq4XXLZdWDV26y8j5jOsgLOqiK/+aIITAnJcnI1UrVmBMSmou5LEbPRptfDza+PhO96w6FaemAmu2baM+KQmrTYjdLCuxSUsuhazkbBBCUHfokNQvp6Q065ibfBk1Li54xcbiPXAgnlFReERE4Nqv3yXrUnJJiZRCoZgOTBVCPKhQKMZwFiKlUCjuBe4F6NatW+xRm23AuWC1WKg/coSavLzmSFNlRoY0CbMdt52HB55RUXIZMADPqCjc+ve/rC1fDEePtiJNDWlpzTeixscH58GDcbEtzgMHXlLiZM7Lw7hrF4aNGzFs2oTVVtmnjozEfsIEtBMnYjdiROeW5x4+IInThpWQvE2G9b18pOZpwgwYNeHidAdCQNYumbrb8JfUS/gESq3ElLnQJ/zC9lmQKL1wdv4lyVR4PFz1LER1wBywuhDWvQW7/iOrlEY+BOP/BS7tmG0f3QSbHoPyvdBjIoz7FLzO0WvQaoLstyHnLXAIgKE/Q8C4ttc1lUPeDVC9CQLuh96fychFq3NggbKHoPY7cHtYluefEgGzWNPRm0ajVARjr9mCQiGvocBAEddgZC8BLEdLBAANHCCTm/FmIsG8icDCBu5HhZaxfIEZIwt4BTVarucVDBj5iA8IJ4IQBvERKxjPYH7lGBr8CMaL1wlmFCdwR8VaApmvM3N3rZGtHvbcmquivz2szoUAPRSdQBKpXga8/OrQuNYxmXrMWLkeF74ig/8wEQUmXuYPrmM48YTxNm8wnBEEE8Q/fMpUHqYnUezjb3L4iXg+xQPZq/EEv3KUzwnne9yQzXNr+JFKXm4lPIcmS4RBKBReOGgSUShOIcdCQNn9UPs9eH8M7k+0fQ1zpkJdmrSn8L+97WttrIXE2+D4MgiaAUN/BPtz3H9mvSTuu/8NLkEw5t8Qct3573mrFdL+hDWvQ+k+CAiXhGrAnI5Fa07kwT+fwtZfZQ/L2Gky7Rce33GCYjbDthXw99ewZ7M8r30iYOINklR1uchuDQ31sHaZTP9tXS/HNr8AGD1JyhFGjr9wK5Y2YCkpQb92LcaEBAwJCVKwDih9fdGOGYM2Ph67+HjUwcGXjFhZDQbq9+yhdts2amwV4k2FTnZBQTjHxbUssbGd1oe1XcdmsVCTn9+KXFVmZmK1CcSVGg1uISF4REbiERHR/NexE8w5LzWReheYC5gBe8AVWCKEuOVs25wekbIYjdTu309NXh41eXlU5+ZSnZdHbUFBcwNfkJYDpxImz6goHLt0uWyidWG1oj90iIbMTBoyMmjIyKB+925MtpYvSnt7nGJicB40qJk4aXv0uHQ3fHU1xuRkjImJcklORthSmcrAQEmcJkxAO348qs5MYxoMkJYEm1dL8rQ/T77eLwwmzJTkKXrQxYXahYCDeyFhsSRQJw6CvaO0LZh2K8SNvbD9V56ErfNh8zw4WSBTdkOvlamGvm20Tjkb6kphw/uw42spAB56t2wI696OGVvNEUh4GvYtBreeMPYT6DPz3A+RmgIZhapIgZ63wMAvwM79LMeWBrlzwFgMfb8G/zvPXEcYoPhmaFgM7s+B1zutPt8qjqM3DgNU2NvtOqVCT1DOE9SzEF++w4kZttfNZHEnBoqIZhEa3DnOVlJ4n8G8QBAjSGQxaaxhNs8SSDDb2MpG1vMQj7CBAnaRTxSDWclhivDhfrpTiTOfUs1SAhiMPaMqdZRbBeucHeiWqeAxb/gsE7xrobwYiAJFTyP2vvW4e9RwM2YSKed3wniAjTxKNJPpyVsswoqVV7ie7/gaDXbcxu3M40l6MIDx3IWJRtZyOz5EMoSXALCgJ5VZONKLcL6xfXcLJ5mGhWK6sA0lLal5i3UretMEVMopaNVLUbSymbBA8fXyGvj+Aq5tuJtb6mHvHKjeAD0/gK7PtH3NhYCCzyHtWbDzlNYXARPaXrcJhYmyKrQ0HbqOhnGfg287GnJbLTJ1veYNKC2wEapXYMDVHSNUNWWw7hvplF5bJoXp05+E4deD5gImwuVFsOlvOdnK3Clf6x8nCdWE68D/Ipu+V5TBxlUy4r5tvYy+K5UQPViSqvjJEBnbeSlAIbAcPowhIQHDli0YEhKwFhYCoAwIaCZW2vh4VJew8k2YzTRkZsqKwD17qN+zp7k/K4C2e/czyJXaowOefBcJq8lETUEBVdnZVGVlNf891a7IzsOjmVh5RkbiHh6OW//+Haq+v2z2B+eKSJ2KiF69xM833CBJU14edQcONAvAQYrA3fr3xz00VP7t3x/38PDLUj3XBEtjI43Z2S2kKTOThqysZmaOSoVDv344x8U1kybHyMhLJogTVivmffsw7trVTJzMublyAFUoUIeHYzdsGHZDh2I3dGjnicRBzsKy06Qny87NUvek18lqlyGjYeJMGX3qfp5y/vPBbJYD4LblsHW5NOhTKCA2XpKn+DnSgbyjMBll1d3mnyBjrZxZ9x8htU9DrwWHDkTLSgpg25ey+atJB4Nvg0kvg3fPdhxHIyR/ALvfl5GfIS/AwKdAfQ7xrbDCvq/lA1LlAIO/he7Xnn39kl9h/32g8YHQxeDShlDdWgtFs0G3uc1oiBA16EyjEeIoDpptKJURze/VMo8KXsSdJ/Cg5aHeFKnpx7t4MwGBlU08hMDKeL6himL+4nWCGcw47sSMmU/4N774MZfbeYaf6UMA+7GnEQt7sOd5gnmKeqbjxJf4km+2Elah4z1nDV10dtx0EN70hpczwbEUGquAAUAPExrfRry9K7kbJas5wVJieI7NDMCXZxnIRjL5kx28zg1kkkQqKbzAy2zhFw6Rzp18ggo1e/mVAv5kPN/iatNFFfIbR/iUCP6DK1FAU+uYqbhyG160TtWZLF9iND+GRvU6duqXTru+Bjg5DXRbIGCpdEA/43oZoOA2KPsLujwtCdXZfttVmbKvYk0u9H8Sot4B1Tl8yqwWqcvb/iLoqyDqAek95dCOKIvVInv3rX0DSvIhIEwK0qM6aHlg1MO232Hlx1Kb6BkojT3jbwevC0wlFR+DDQslqcqzTdojh8lI1bhrwfsiG8JbLJC+W5KqhDWQKb318PSGMZNgzGT5txNsFZoghMBy4IAkVrbFanMaVwYFYTd0KFrbM0ATHY3iEppzmmtqaEhPbyZW9Xv2oLe1kwFp0eMUG4tzbCxOUVE4RUV1ujH0+WCoqqI6J4eq7Gwqs7Kozs6mKjsbU11d8zoO/v64hYQ084ymf7cVwfqfI1I9FQrxmlqNa9++8uBti3toKG79+qG+hE0a24LVaKQxJ4e63btbNE0FBfKBC6hcXXEaMEAuUVE4DhiAY1jYJS0dFWYzpowMjNu3y9nI9u0Im/BO4e6O3ZAhLcRp0CCUnU0yS4rkILFxFezYKPvaAYSEw/BxMGKsJFEXIxYHSZ72bJbi0S3LZENTjZ20Khg9C0bO6HjVXRNO5MPGH2DLL1BXIQfoMbfLATqwA81HhYCCjbD5Y+kArbaDmBtg4gvg146qIYtJ2hnsfBVqj0H/G2HMB7LNy7lQf1i2eSneCIGTYciP4HiWc2GqhIOPQelv4BYP/f8CuzYGcdMhKLoajDngNw9cWgeOhahDb5qNVWzHXrMKlbLFcV3HToq5EQfG4MfPKJAPywb2kcUduDOUED5EgaI5GhXHM3RlNMv4NxWc4GbexgEXUtnDcpYyl9uw4sSHLON2xvEBefQjgAQs9KY7aZjZThf8UfNIrYHvdGaOeTvwylElCyrgCSd4Mx84CjRiI1JmVL46fH3LuRstqznMvwkhiYPkUM58plCHjqf5mYlE0Q9nFvEX9/EAJipYxRfN6T0DNazldgIZykCelZcTPanMxIGehPNtsy6qgpeoZR7+LMaBIaecU4HRfDtm6+9o1YtQq2a3vibWOigcK69JwApwbCOSJCzy+p78CnxugOAfQHWWCYC5EdKekQTcY4Ds0+cV0/a6zRe3Uqb7Mr6RVgnDX4cB97bdw/F0WC3S0HPtG1CcB/6hMPlliL62fS1nmr+jkL0qV3wEWRslGYuaDBPvg5ipHTP4PBXHD8jxZf2fcCC7ZXI2da4sSnFxv7D9noqKMti2ATavga3r5P8VChgQJ7Wh46ZCeHSnRavApq8qKMCQkIBx2zaMiYlYmiQzWi12gwahHTtWpgOHDLmkxArAVFlJQ1paK3JlOEXCowkIwGXgQCl1GTJEylza4SjemRBCUH/0KNXZ2dTk51Odl0dNfj41eXkYq6ub11M7O+MRHt4iG4qKwnfIkP8tQ87o8HCRmp7+XylntJpMNObkUJ+aSv2ePTSkptKQlSWtB2jRNDUz6QEDLml6rglCp8OYnIxh+3aM27djTExE2KJfql690I4Zg93w4TLadCmqFSwWyEiR6bpNq2QECsA/SIasR46XBnY+nZAiNJshbasc3DYvluTJ0RlGzoT42bLy7kIiTyBnt8lLYcN3sHerHHwHzoLxd0PkhI6lA0162PM7JHwKRTng4gcjH4Th94FrO86DxQjZP0Pye7LBsF8sjP0Yuo46z3eohpx3If8zUNlB9AfQ976zRyHKl8L+B6SmptsL0P0VULTx0KlfCqV3AArwWwBOk1u9LUQ5etN0rCINrXpecw89kBGXIq5BTSABLEeFm+31UrK4HYAB/Iod3uioZBMP4ogvY/iEg6Synu+J5zZCGUkddXzJZ3jjw13cw5es5hAlTGMsn5BOD7qTj4V8vHkLb+7ElU0GC5Oq9dzroOYNBy3dM+AaTzhZBMcboGAvkkhFAD0sKP319PUtZ7LCnkQOcitBhAAfkcrHjCEET75gFYcp4VWu5mM+ZDTxjGY083kODwKYxVMAzf0BR/E+3jY9WBGLOMT7BPM2PsjqNyt1nGQqFioJZDUaup9ybhvRm8ZjFRk2gnpahZ2lDArHgzFPWk84n8WR/vh7srWPY4gsHnA6h7D6xEpJxA1lEPq0NPE8m+dUE0qzYPPjcCwBPPtJ/VTvae3TLjUTqjehOBf8QmDSSxB7Q8cIFUjLhM3zZBS5qkg6po+7S/6OvS/CkfxQroxSrflNRrzVGhgyUUapRs3sWJuos8Fqlc2UN6+R1coZsmE8Pn62FOAUaa3g5n7xn3UaLCdPyozFrl0Ytm3DlJYmj8feHu3w4WjHjsUuPh67uLiL70TRDpgqKmjIypJZnfR06nfvbkkLKhQ4hobiPGRIS1YnLKzTDUvbAyEE+tJSSaxsS1V2NpUZGRirq1HZ23OrXv+/RaQul4+U1WRCl5sr2XETccrKkrYDgMrNDWdb+LEpv6u9iKaGHTq2qioMO3dK0rR9O8Y9e6RdgC1Npx05EruRI9GOHHlp/EWEgAP5sDMBErfArgTpKq5UQuxQ6Sg+diqERnZOhYrJCBk7pIYhYTFUloKDkxy8xl8nyZP9BUb4zCY5g935J+xeJrvU+/WC8fdIA033DpK/2hLp7rz9a6gvg8BIGPukjEKdr50LSDFv1o+Q/D7UHYeAQTD05fM/kCxG2P8NZL8pW7z0mgsD3gans0SujGVw8BGZ8nEaAP3mgXP0mesJI5T/C2o+Be1A6V+k6dFqFas4ht40GSGO2lqctKSYTBzkJFehxIEAlqNGVl2aaSCHe9BTSAT/wYm+CAS7eJUyshjL5zgTxAJeQYmaG3gVUPAnf7CffTzAwzQCb7KQqxhMCkYOU8MJPNDiRBFupNOVCitEVehwU0CKlwPvFSp4qxBSw2DoRrjKF/5KAuqASKC7FWWQjqHeNXipwI0y7FHyMf24idXMoBf3EEkmR/iCVTzMVFLZiB4dD/Eoaawlkb+5lpfwpQdm9GzkftQ4MJYvUKJGYCGLOzBQQgyLUeNsO1eHOMkMVHgTyMpWeikhKtCZxiDEcew1m1ApT7OrsFRB0XTQJ4HvD+DahrYNoGoT5N8k9VPBP4DvTWe7o6RZa9ozcPBHcOkLQ/4Dfuch8kLAgZWw5RnZZqbbWFnd5xd17u2aYLXKPpJr35QTEJ++MOohGHQbOLq3bx9NMJukp9uG72W0SqGA6Ckw4T6ImXLhUSohICcZNi6CzX/LVKBaA4PGw7hrYPRV4NZJIvLyUtiyTk5St66T2iqVSloqjJ0ql/4RnVYJeCqs1dUYtm3DsHkzhoQEzFlZACicnZtlIHZDh2I3eDDKy6RrMldVUbd7tyzQSkqiLjkZc2UlAEonJ5xjYnCKjpaBjOhoHENDUV6m4rHTIYSg4dgx6g4fJjA+/v8+kTKVldGQk0NjTk6Ltikzs4U0ubpKIbhNDOccFydbq1wGSwRhNmPOz8eYmopp924M27c3ezih0WA3cGAzabIbNuzS3NBCwMEC2LVFkqbELfIHDhDQRUabxk6R1SidVYVy8oh0F09cCymboLFeCsZHTJfiz2FT5P8vBBYL5G6VHjVJi6G+EhzdYMgcGHETRIzteBj9ZDYkfCKjUGYjhE+HMU9AcDuriUyNkPm91EE1FMm2LsNegR4Tzu9kfmwRpD8P9YekSDj6A/CMOvv65YvgwMPSrbzby9D1OVC2McM0HYPi68CQDG6PgPeHZzhqW6256E1TENRhr1mOStniW2SmiJPMRKAnkGVokFVQAjN5PEkVyYTyKR4MBeAg/5DJ1wzgAXozgzx2spl5TOFBehFDNlks4i8mMImRjOIr1lBAIS9wPfewkVF05y90aPGiDx78LHyZXWNgncFCoqc9vZUquqVDvCs86A4TdsCzXeGD7UANMiLVXaDs1sgEzwZOaHTcgYUllLCFwbxDEoeoYR6TsWLlUf7DKELphpK1rOZxnsQZR37hWboRxiTul7cGSSTxBuHcSTDXAFBPHpncRgDX0MuW9gPQsYtibsCB4fgxv7kXH4BVFKI3jkTQgINmK0rlaaX/1gYovhoa14Hn2+DxfNv3juGkrMqs3W6ryvwElOfQ2hVtguR75f3V936Ifh/sziMHsJgg41vY+ZrUT0XcASPeBJd2ptqtVshaChs/gKO7pS1I7I0w8gHo1ubz6NwoOQwb/yOjVNXFsr9lU5SqPb0uzwYhIDelhVSdPGKLZI+TpGrMVeDeSX5KZjOkJ8Om1VJblZMuX/cPkuPv2Kky+n+hbbHOA0t5OUabcN24cyem7OxmCYu6f/9W5Erdv//leT4Kgf7gwWZiVZ+WRkNmJlabzYFCo8ExPLyZWDlHR+M4YMBlTwv+z/XauxgiZa6rQ5ebS0N2tiRNNuLUVDkHoPbwwDEysiXSFBuLfZ8+l4805eVJ0tS0ZGQgbB5XCmdnqW1qIk6DBqG4FForIeDQ/hbSlLhFNgEG+aMdFg/DxsDQMVIk3hmzIb1OpuyayNNRWwg3oLskTUMmSQM9hwts/2K1QsEuaVeQuAiqS2TV3cBZMPwGiJrYvojRqbCYIHetbCZcsFEO9oNvl07O7dE/gexrlv41pHwkW7p0i5cRqG5jzn9eS7dD6tNQsRvcI6QXUOA5jBKNJXDgQShfAs5x0O8ncIpoe92GVVByKwgT+P0IzmeK1C3WRPSmmSiww16zBqWypWrLQhVFzMbMSQL4Gy3yPYHgEO9RzGJ68wL+zAGgjhNs5hG8CGc4b2DFwu+8hD1OXMtLNNDAl3yGBx7czX0UUc1r/MkM4lDhzddkMolw5lNGCX48jheOjc48XGfkY2c7HnPS8OFJePY47A6DxUfg4/3wUgC8uguoBMKBngJt90bGu+tJs6/la5x4i/38TCQlVPERe5rTex+wFCNmHmI8n/BvJjKZEYwkkb9JZx038zZuNo+sRN6glHQm8D2OSP3ZIT6giL+J5GdcaEmz1fEH5TyNK3ecIT63WvejM41CgRZ7u20oFadVkwkjlNwB9X/YvL2+bWWQ2rKeGQ6/CCc+AOcYmepzOEfRg7kBMl+B/E+lfcagb6DLWfypToW+ChLfhtTPpWYq+mGIexycO+AHdzwNtn8DqX+AsVESqREPyLSfXQcnU2aTLB5Z/51slKxUQsw0GD1XRqs6UjxyOoSQ5r6b/oZNi2T6T6WSmqpx10rd5oV41Z0NxSelFnXTalkJWF8ni3giYmDgCBg4XC6dIaloA9a6OkwpKRgTEzHYipiELTqkcHPDbvDg1lGrS9xjtgnCYkF34EBzSrBpMZWVNa9j36dPc+TKMTwcx9BQ7Hv2vGSpwf8niZSpogJdQQG6ffvQFRTQuHcvjdnZGI4caV5H6eiIY1iYPIkRETiFh+MYHo7G3/+ypOeE2Yw5N7eZNBlTUzFnZrYiTZroaDSxsdjFxqKJjZX+H5fiQusa5ewmI0XOeJK3yR8pSN+TYfGSNA2Lhx69O4c4CQFH90ljzMS1kL5VGmZq7SFmDAydLJfuwRf+eULAwT2SPO38CypOSDO/mGkw4gYpQtV2cCAWQvYTS/kN0v+C+nLZpHXUIzD8XnBqZ0TOUANpX0LKx6CvlF5Qw16GLiPOv21NPqQ/ByeWg2MQDHgLes49u5ZECCj9XQqOLQ3Q43Xo8lTbWihhhoqXoPp9sIsC/0Vg1+eM1cyWRRjMt6MgCHu7tSgVLVWXVhop5nqM5ODH7zgwrPm9pgq9IG6nBw/b1jezhadopJhxfI0DXuSQwFZ+ZzqP051w/mIB+eTxAA/hix/fs55MjvA+t/IqSTRiRoU/RzCQhidvWXx4pFzBGDsV/7hrMQgFPTIg0gHW94fYzeCshnATLMiHqpNAGCh6gUePRuJcjGQ7VfELXjxPNk/Qg6vw5UZWMZ1e3EskS0hiLWl8wT38xHeo0XAP99FANb/yHKGMYDRSkN9ACRu5Hz9im+0QzNSTxtXY4csAfkZBy/Wr5A1q+BYv3sKV1mk66dE1FoUiAAfNVhSK0woDTnWbdxgH/n+f2ei4CRUrZFWfENDnC/C95dy/t/LdkHQXVOdAt2tkdMqlHRW3VQdh+0tQsFBGP8Nvh0FPg8eZ99ZZoauB3fNl6rw4FxzcZeXr8Pvb38/vVBQfgk1NUaoSOZGKmiSbisfNAJeLiK4LIVvSNJGq4wfk630HyBTgoPEQPfLCJ4anw2SCPbtkGjBlB2TsllYzAD37SkI1aIQkWL0vYkw9B4QQmPfvb7HUSUyUfVebCq9690YTFdW82EVFoewEj6b2HpuxqKgVsWrIyEBvc4YHUGi1OIaE4BAaiqNtcQgNxb5374vWZP/PEimLTof+wIFmsqS3/dXt29ecMwVQqNU4hIRIwmRbnCIipAj8MoUeLSdOYM7JwZSdjSknB3N2Nqa8vOYbXeHsjCYm5kzSdCmOz2yWfesydtuWFMjPlukukKm6wSMlcRo6Bnr17bwfXfExGXVK2wYpG2UYHKB7vxbiFDP6wvVOACYD5G6TDsgpK6DEJgqNmiw9ZgbOBIcLCOuWFMi03Z4/oPwgaOwhfCYMvBn6T5bVeO1BfbGsbkr9HAzV0Hs6DH0JAgeff1tdCWS9Bgd+ALUjhD0n3ajV5yCDhkLYf79sNuwyREah2mpoC2AuhOIbQb8dXO8F709B2fpaCCEwWd7HZHkRpWI49polKBQtqQuBkRJuR8c2fPkBJ6Y0v1dBAvk8ixfj6cfbzZV7TTYBTZ5RZoz8xgu44sNsniWXvfzFAsYxntHEU0wVL/MHk4hhBJHcyTrmEspXVNEbdzZgj1elN+UWJRmejvipFHxTAg8egc0hEGEPvqvg9f6QnA8n6iCzAAgFdS/w7a6jp6OZQ+7lfIw3f1BACM58QAhvkMgBqvmZyeRwlM9ZxdNcRTH72MxGnuFfuOBKAr9QQBK38j6ONq1TPn+Ryy+M5H18bMLzMtaxjxfpxbME2Jo2y/NooZS7aGQjfvyGI2NaXQeLdRt60xSUinDsNRtRKNq4p2t/hdK7QdMHAleB5iwRJ91hKJgLtTvBayb0/Q7szlHibzFC7geyqEGYIPhhiHgJtO0gHlUHpJlnzs/SJLbftTD4X+DXhj7vbBACDm6XUarMxTIy3Ddepv0ir2pftWCr72OB/B2QtASSl8gJl0otTT4Hz4FBV4HHRVgeCAH7MmHXati9Udq0mIxyXIoc1kKs+sfJiFJnwGCQRT8pO6TlTMpOqJIGy3h6txCruOHSv+oS6YisdXUYd+/GlJSEMSMDU0YGlgMHmt9XeHpidwq50kRFoQ4JuSxidgBzbS26vDwac3NpzM1FZ/t7atBFodHgEBzcTLAc+vfHoV8/HPr2ReXUPiL8P0ekwlxdxS+enhiOHWt2KAewCwzEoV8/7IOD5ZcMDsYhOFiG6zrr5jwPhMEgydKePZgyM5uJU5PRJUjPDk1EBJrw8OaIk7pv30tH6spLIXm7nK1k7JY/Ll2jfM/NHaIGwYCB0gRzwMCLa8FyOkoLIWk9pG2RBKrIVs7q7CYJU1PKLqgdPkrnQk0p7F4uhaXZm0DfIGeX4fEw7Do5EDpfgHasrkymE1J+g2N7JKHsOxYG3iIdmdvbhFUIOLZFEqj9S8Fqhr6zJYHyP09pOYCpHvI+kQ8vix6C75dNhs/lQC0ElMyDg09Kv6Eeb0PQY2c2um1at2GpdMu2NoLvd+Bycxur6TGaH8ZsnYdKeQNa9Y8oFC3aGoGZMh6lgWV48xEu3Nj8Xj15ZHMPjvQhnG9RIberIJetPEs3xhLHkwCks45dLGI2z+JBVz7nE1xx417uR4WKH9lIKgd5j7ms4Ri/kMvTDONZDhJMAHusag6WebHKXctkrRqTFYKzwF8Du0JhUSFcvxsSx8C9/0A3F1iVAoSCXS8I6KZHa2/B4F3K3bhhoJzdVLOWgWzhOB+yh38zmm448Tg/chWDGURXvuRzpjOTQQymimL+4GXimMZgrgLAgoF13I0jvozm3yhQIBDk8jB15BDN32hpuaZWGihiFiaOE8gK7GidLjZbVmIwX41SMQp7zUoUijYmII1boHg2KOzAfxk4DD3L/WKBws9kWyCVk4xO+dx47klU40mZ7js0DzSuEP4S9HsIVO1oLFxfDKmfybS2sVZGZAc/176U9qmoLYGkn2Dnd1B5FFz9YfAdMOR28A1u/36aYLXKKHbSEqmfLD4gj6ffMBhytRxPLtSfqgn6Rlk8s3ujXApsWicnV4iLh0ETZP+/wB4X9zmnoknn2kSqdu+AIzZCY2cHYdHyGRA7FAaPgoBL187FWlcnn402YmXKyJB6qyYDbTs7+XwcMABNZCSauDg00dEo20laOgOW+nqZzTqNYOlP6YwC0q3dITgY++BgHENCcIyIwDEi4gzfq/89IuXsLJbMmtVClpqYofNF5LYvANbGRhllSk/HmJ4u9UxZWbLXEtKvSRMejiYiAnUTcQoPv7TVDVardArfs0suqYnyxwOyZ114jCROUQPl3559OjfEa9BD+jZIXAdJ6+DQXvm6hw9Ej5LkKXoU9A6/OOdygLJj0qogeQnkbbeVCHeXLSNipkoS1dG0Hcj+e/nr5eCcvULOdrtEQ9zNUpPRHvfxJhjrYe98mcKryAV7Tym6HXAveLZjkNeXQf7nsO8rMFZB1zkQ/S64nmfb6m1w5Hmo3QWuI6Hfj+BwFu8r02EoewQaV9lSeX+A3ZkRK6s1F4P5FqwiE43qRTSq11uF5K00UMoD6NiIBy/hzoPN7zWwjxweQIUDkfyMHTKCVU8hW3kaFQ6M40s0OFJBIX/zNoEEM4PHWccadrGT+3mQAALJp5CPWMYEopjJYO5hPYE440sXFlGMmUB0RjvMte4UeDsiBNx9GH4qg1X9YIIrDNkChTooGA9+38K94fDFJqC/JFKBXQyU2ZsZ5FtFoELNHOAdDrKQaPzRcDOrGUtXHiGGV/kTF+x5ill8yWdosOM+HkCBgrV8w1FyuJE3cMULgMOsJZ3PieMZuiFtDHQcI4MbcaQ34XyHihZCZKaQk0wDlASwDA2tNVFmy28YzLejVAzBXrMchcLrzGtszJfGneZj4PUmuD979obWjflQcDvUJYP7eOluf7Z7pwlV2bIJ9sk14NgVBrwOPW9tn22BoUaK0vd8Ag0lEDAYhjxnc+vvwOTSapF6xR3fQO4aaUbbawQMvVN6Umkv4PkgBBzLkWNM0hI4miXHy9DRMOJGGDSr41W9baG6HPYktBCrQlu6qXe4jNIPngBRIy8uUt8WykokqdqzCzJTpDFo0yS7ey/p9Td4FAwZBd16XpJ0YBOE2Yx5374WYpWZiSkzs9k0FKUSdWgodgMHohk4UP6NiLjk/lanw6LTyezX/v3o9u1ryYQVFGC2eTUCaPz8cIqMxDEyEqfISPxuu+1/i0hdLvuDU2GtrJRkKT1dXuT0dMz5+c25X4WbG5qYGFlBN3Agmrg4VN27X/rcb12t1DQ1kaa0pBbzS09vObsYOFz+ICJiOj98a7HAgSxI3SLJU5POSWMnf/hDJ8mIU59OKs89ua9lpnjQdg90i5DVdkOuhm7hF/Y5ViscTYaMxZC6AGpOgrM3DJwLQ+6QjVY7gooCyPha+kAZa6UHVOwjEHL9uZ3Im1B/GHI/kmXnFgN0vUqm8bzP04amLgWOvARV68EuALq/Cf53tP1AEkao+jdUvQWowPN1cH/0DN2UEAKz9XuM5qcAJ7Tqn1CrprVax0wJJdyKkb148S6uzG35KhSwlwdRYk843+GArJDSUclWnsKMjtF8iAtdMaJnEW9hoNHWT8/CF3xGJAOYzdU0YuA1/kSDile4nsUc4DfyeJsRPMkhQnFjKfZQ58IEqwu/uGl54wS8WggvB8EbXeCtfHg5F/4eDGodXLUCFk6B634FQsCuJ/gFmih0MXK3TwM7lTo24cc0UnmI7txBFz4hle2c4DemspZU1pLGx9xJHlmsZDl3cBc96UUdFfzBKwTSl+k8ZotAWW16sBIm8B12yJRcBVvJ5xk8GE5/PmxVrWckjyKuRokbASxFTes0k9myGIN5LgpFd+w1q1Eq2ojwWqqh7F6oXyR1U37zQX2W6LOwQNG3MjplNUC356Hrv85d2QdQnCAJVUUKuIVKZ/Qu52lf1Pwl9PL3svsD6ZvmFSpTfv1v7Hiqruak1FIl/ST7+tk5Qcx1MORO6DX8wseiwgLYsUAuJ/fJ/QQPkQUrA2ddWAPltnB0H+xcBdv/gcwdMg1op4UBIySpGjwBgqM61aATkLKP3ExI2iZ1sknboNomkwnoIgnV4FEwdDT07ndJiVUTLMXFGPfskaL2lBRMKSlYy8vlm3Z2aCIjW8hVXJysFrxMGajTYSwtlVX/WVnNf3V796Kws2Nobe3/f4iUsFiwHDmCyRZpaiJOTc0fAVRdushcbnS0XKKiUF0G002EkA1+UxNtxGkX5Oc0t3khJBxih0l/kdihnR9tAkmS9u6GjO0yNJ21Cxpq5Xs9QiRpGjIJYkdfuDXBqdDVSWPMrI2ywuaErS9f38GSPA2a3TGX8VNhtUidRcZiWWZdXSgH7P6T5IAbNq39uqem/R1aLaNPR9ZLQW3I9RDzsPSCas+1qMqEve/D0YWS/PScC6HPgNt5BuiGHDjyMlQsA7WXfPAFPCjbwrSFxgQoexBM+eB0Dfh8AuozS8CFqMBgvheLdRlKxXi0mp9RKlo/fI3so5ibsVKFL9/hSEsj5FNJVATfYW8jUUbq2c6/qKeIkbyLJ/0QCNbzHQdJZRZPEUQIf7GAfRTwGE/iiis/sIEU9vMcV+OOG3ezjhj8iKIXr7GfifTgZ4yUlXnxuZMDDg0a7jgEt3nDvF6QVQMDE+CaIPhjENyzHhbug93XQcgnQD9Qdwd3PzOVXgZe9DLxH3UVyXThRXJRAj8zgAIqeYItPEQU/XHiHf7mLsYTRy8+5kOC6MItyN53mWxkB38ygXsIRurgqjlIAo/Rg0lE80jz+Sribw7xHv5cQy/+1ex6DmAgnSKuQ00QASxGRevIk8W6A73pKhTYodX8g0rZRspYCKj7SUYgFU7g9zM4TTtzveYPLYJDT0LZnzIq1edr8Bh/9vWbPuP4Ekh/Aer2gfdQiH7v/P5TTbCaIX+hNKItywaXrhBxJ0TcDm492rePU4/lcKIkVGl/gaFe+lINuRMG3yqLRC4EQsjo1O7lkLIcDtkMiAODIW6mjFQFD734qDuArgHSt0PyBti9QbqrA7h5SYuFJmIV0P3c+7kQWK1ST5u0DZK2SnLVVL3t7imd1y+VLOQsEEJgOXoU0549GJvIVWoqotb2HNJq0YSGoomMlJmgyEg0kZGd2y+2I8drsWAsLMS+e/f/e0RKmEyYDxzAnJeHKTcXs20xFRS05GkVCtT9+rUiTJqoKFSXo1u1wQD7c2FvRuulznazuLhKshQ7VBKnqEEX326lLdRVS7KUvl2Sp9wUOTsC6BUmq06ibIv/RTgGN8FsggO7JXHK2gj7kmSqzc4B+o+EuOlS73Sh7sQWE+zbbCNPy6RhpsYe+k+BqKul95NDB8+jrgKyfpIRqJoj4BwE0Q9A5N3g1I4frxBQshVy34eTa0HtLJ3I+z8hK/LO+dkH4MirULYAVC6yl1rQ46A+i5jeXALlT0H971JV7fMlOE1pc1WLdQsG060ISrFTvYNa9XjrprmAju2Ucg8K7PHj12aLA4B68tnLQ2eQKAsGdvIyFeQzjNfwQz7wmwjHUK4mhikc5Qg/8gPxjCOesexmP9+znlkMYgYD+YJ01nOEb5nAyxyiGhNm/Cm2ClLLPPhCY89jB1SMcZEpPYDBCVCkh73jwcMOgr6HUUHwahyEfQoEg6IbqD2tWIJ0vOEGX9mX8h2+lFLJNxxjDXF4Y8ejbMaC4AvG8iy/0IcAHmAyCWwmgU08zGP44osVK0t4jxpKuYk3cbBFoLL4gQMsZTQf4UVLKvUIX1DIL3TnYbrYXN9bzvcuSrgFDcEEsAglra+z1ZqH3jQVQQVa9R+oVWfptmXMk0UFxkxwewy83z/DH6wVqjbA/gdBf0Dqpnp/fG4xOkhCdHCeLI7QnYTAqTIt7RF57u2aIIScmOz5FI5uAoQ094y4A4LngKaDEzVDPaT/LUnVwe1yohI6RZKq8OkdmzSdjvLj0lJh93LYmyDHMVcfOV7FzZTWKhciM2jzs4pbUoC7N0CZrbq6W1+prRo0XgrYO9NmoQlNk/mkrTITkpECBTkthUr+QS2kasBASbQugQP7GYdltWLevx9TSopMCWZlYcrOxlpU1LyO0sdHymwiI6VGOTISdWgoysvUUu5/TiPVESJlbWjAcuAApry81qRp3z4ZxrRB1aMH6v790YSGog4NlX8jIi6PuK26SoZTm8hSTrokUU3H5+gEoQMgLEousUMhOLTzw7pWq8zN5+2RVSXp22XaTghZwdI/toU0DRgO7m1oMToKIaAwHzI3SOK0d4uMQikU0DtOtmWJHA/9hkrbgguBSQ/5GyR5yl4OumqplwibJslT6JSO6yf0VbB/ORQsgiMbZPVR1zEy+tR3FijbEVoWVji+XBKo8mTQ+kD/x6HvA6A9j45OfxyOvQHF80CphaBHocszoDlL1ZSwQO13UPECWHXg8S9p1qg8M2IlhAmT5XVMlvdQKPqgVf9+hou2QFDL91TyJhr64sd8NLREtJpIlAoHwvm2mURZsZDMOxSRxECeoautEq2IAyzjQ7oRwVQeQiD4gW+po45HeYJ6DLzGX/jjzr+YQyH1PMgmptOL8fThBjK4l+68gYn+Bmd2VTuiPOZIT62C7aHgpobXcuH1fFg2BGYFQkoxDPoD5k+G/i4Q9yUQDHQF3ATqHo0856RmvvNJ7sSNm9ByAxk8T2+uxp81HOYL0vmI0ewhmyQK+JS7MGLgYz4knAhmI1u1VHCChbxJXwYxnrsAMKNjA/ehwZmxfI7SlsoTWNnHK5Szlr68gS9TW537RjZSwp1oicWf31HS+kFgFScxmGZhFeloVK+jUT1/BgGWK+qh4l9Q87lNG/cn2J3D+8yqh2PvwfF3ZYqv5zvSzLOt4oVTYW6Egi9g73tgrJFp6pDHwXdk+yPmNUch5xdZ6VdzWJqB9r9BkqqAwR2PvJfug6SfYfcvLWn8AXMgfAYEj5MTtwtFQ41sbp6yAlJXQWONHLsiJ0j9Zng8BHRSJbQQcDivJVqVukVGsEAK1cOHQNhgiBgC/aJlerCzcap1TmaKbMbcJGIH6BUsNbkDBsrnWEi4lJ1cBljKy2WFvI1YmbKyMOfkNFsMoVCg6tMHTf/+qENCUPfr17yovDv3GP/niZS1rg7zwYNYDhzAvH+/jDTZFuvJky0bKpXSx6J//xayFBqKOiTk8hCmxgbZVmVfrhSEN0WcThxtWcfXXzanDI1qIU49endOiPhUWCzS8DI/DQrSbH/TW9J0Dk4QMRSiRkjiFD64c/xOhICi/ZC/S5KmrI1QWSjf8+8jSdOACRA25uI8XGqKJHnKXQN7/5GzUQd3iJgpyVPIRBmJ6gjaIk+u3SHkOgi7FXzC27cfcyMcWQC5H0JtATj3lOm7Xrefv5eZsQSOvSP1KwAB98n+eOeKDuhToewBMKRIbYzPV2d9YFrFIQymW7CKZNTKO7BTf4pC0ZpkWmmknGdpYAmOTMWHT1HSso4kUQ+iwrEViRII0vmSI6whkvvowywAGqllIW+iQs11vIwWRzLJYDGLmMM1RBLFxyy39bW7AV/ceI1d5FDOj0ziW06wnBIeJJRnqSKgxpPSBjsqCh3YFwldtJBeDYMS4IYuMH+gPM5XdsLbu6H0fsgtglHfAX2ALoAndO3ZyGitkgq3ChxQ8jf+XEUa3XHgc0JpxMR1/MO1BBOLM5/yD48yjUh68A8rSGUPT/I0LjbrgySWksoqZvIEXQkD4CS7SOItwrmLYFr641kxksuj1JJBKJ/jTmttXD3LKeNBWwPoeShoHU0RQofBfB8W6++olLPRque1bY8A0LBSGngKnU0n93jb/mJNaNwHBx6C6o3gFAU93gLPqecnBoYqyPsI9n0DxkrwiJYTh+7Xg6qdD3hhhePbIPsnKPgbzDrw6g/hd0DYXHDuoEWBxSzHieSfIXe1HCc0DtBvnCRV4dMvPP0HMjKVu02SqpTlUGYb69395RgXPkYK14M6SW9kMsqsQU4y5CRBdhKUHJfvaeykrip8iBzPw4fIaulLIUmproKsPZJcZeyWBKv4lGexrz+ERNiWcPk3OBQcLn10SFgsWA4daiZWpuxszPn5mA8caC4UA2nLoDmNXKlDQlD36oXiArTG/3NEKiYoSGyaOFGSpf37W1T9Nij9/VH36dO8NDPO4GAU9hcY1egIaqpbiFLT3325rQmTWi1N0k6NNIUOkDdYZ8Nsks02TyVN+zJkCS5IA8zgKOgXAyG2pXe49Di5WBh0UhResKtlqbUJBV29IWKcJE+R48G3x0V8TgMc2AYFG+TAWJQjX3f2kb4yUVdLn5mOhu/PRZ76XQv+ce0biISA8kQ4+DMc/QtMteARBWH/kqaG54tgmSrgxL+h8HMp/vW/Hbq9Avbdzr6NpQYqX4Kar0HlC94fg/MNbR6vEBaboPx5QIlW/S1q1XVnrGfiBKXciZG9ePAsbjzaSsfTmkR9hz0tqck8fieP3wnmOsJtKSsrVlbyCUUc4Gqex4dumDDxOZ/giBP38QDJ7OdHNnIrYxhFGJmU8TzbuYMwptOHyaQwCk/KcWeH0HGg1AuvRjt66ezYFgpGK8RthnIj5IwHT9stED0fnO1g+/WwvgAm/YgkUkGAN8T10mGngtGeDSyinny68xlHWEQRGxmEE2qeIAEVSt5lBE/wI4Poy63EU0kFn/EJIxjJBFtTYjMm/uI1rFi4kTdQ28hPi+P5tzjSko4xU0c2d2OguLkX4alocj93ZBq+fNNKnC6vqcBs+Qyj5VkUihDsNUtQKs5ifmkuhNIHoHElaKPB53uwP0cbFiFkj8YjL4L+ELgOhe5vgcfYs2/T/FmNcPg36ZBekwf2/hD8IATfB/a+5928GYZaqaXK/glOJsrIWK+pMkrVe5ps2N0RmAxwYCvkrJRLpW287horSVXEDFm9ezHmwEX7IWeLbE+1dwtU2siFu58kVqGjJbkKCuk8glN2soVY5SRLotU09nv4yIhV2CCZcegXA96X4BkEUFIk/QrzsmU6MD8b9u1tJaWhe2/ZNzAkAvqFS5LVow9cBk+pJn20uaAAc0EBpvz85n9bi4tbVlSpUPXqhbp37xaO0fTvnj3PWkX4P0ekBigUYm1gYAtZ6tu3mTCpe/dGebl66AgBJ4/D3kzIy5LhzZw0OHa4ZR17e+gdAn37Q99Qybr79r+0N0dpofzB7E2WM5LcFEloABydZYi3iTT1i5Ei8c6qcrCY4UCK9HLK2iSJk9nG8gP7Qcgw6ccSMlz+/2LSkzUnIXultCjYtwnMBlBrofdICJkgo06BkR3/DLNBajP2zodDq6T54IWQJ5DNgw/9Cge+lw8NlSN0vwZ63QF+o8+/n8YCKPwUSn6RqRWfG6Qr+bnK0a0NkjxVfQDWSnB7EDzfAlXb2i+LNRGj+XGsYg9KxTi0mh9QKs4UrtazggqeByz48CWOtBYdV5NMPs+hxqkViRIIClhILr/QjfHE8kSzf9J2FpDNZuK5nVCko/tqVpHELu7gLgLowssswBUHXuRazFh5nAQaMPE9E1lCCR9xmC8I4w5qiLY4sLDcCVWplkdd1bzZBe5Ihb9OwMqhMN2mhf09D25ZA++PhGcHwtIsmPMb0AtJpHxhYk8DGZj5wtfK45SziSB06LiXHN4imMn48BM5LGM/fzGDX9hIASf5kNtQo+IvFnCQAzzC47jYtEwnyGc5/2YgMxnETHmJKWED9+NBMMN5E9Up0SUDxWRxJwIrEfyAA621gTX8QCWv2iKDn5+R5pPXdxN60w2ABa36c1TKm9sujBECGpZIIbqlRBqyer0FqnOk8K0m6VV29E0wngC3MdDjDXAbefZtTv28og2SUJ1cI1PUveZC/yfB7SyGsWdDRb5M++X8KvtUOnjL1F/YXPAf2HFSIgQU7W0hVUeS5Gse3SDqGlkB2L2dBSTn+ozig5JQ7d0iCVZTdN4zUBoIR0+WfT9dOkFG0QSzGQ7mtDwfcpLgSH7L+4E9IHK4lG8MGC61sJeobYrMjBySpCo/WxZP5WfD4f3NFfFotZJYRcTKyvOIGEmyLkdQxAZrTU0zqTIXFGAqKMBy8CDmAwcQdXUtK6pUkpOEh6MJC0MTHo46LAx1374o7ez+t4hUXEyM2JOWdnk/VKeT7Dk3Uy55WXKpbvGNoEdvebHDo+WF7tsfuva4dDchyJlFXmrrGUfpCfmeWiNJU8RQOeMIiZWCxM7UVlnMcDRbhq+zN8mZVqMtPdgzWkacQkdJjZPrReachYDCLMhZIcnTMVt616unTNmFTpUk6kL0DWY9HNkI+5fB/iUyEuXkB/1vkuXXHSFPQkDZTtj/HRxdJCNI3oOhzz3Q/TrQnIfoCwE1W+HEx1C5Uhop+t4CXZ4Ep7Czb2dthJpvZWsXSyk4TASvd8A+tu3VxUmM5uewWH9HQSB26vdQKW864yFroYoKXqCB5WiJxocv0NCr5XARFLOQQ3yMIz3ozyfYE2h7z0IG33CY1XQlnlieQIkagSCJxaSxlgFMYATXA5DILtawiiEMZSrT+YNtJJDNc1xNb/z5knRWc5jXGUYQ7lxPOgNwJZIgXqOK+AYvFterMBx15KduCr7OhdRqeDcM/tUPLFZ4cSe8nwKju8DyWeCmhQ82w7/WAD2BQCAAru5uYqnCSIq3humqQl7Fk7txZQ6p+KHleyLIoJQX2MFLDMYVC5+ykjsYx3BCKKOMb/iSvgRzAzc1R+7W8R2HSOcGXsPDZmNwjAT28CGBDGMwz7dqFdPIQbK5DyVaIvi+VZQPmsjUa9gRgR8/n2GNIK/1EQymW7GKnaiUV6NVf9O23xTYIpmvQM1XoHQFzzfB7b5zp/useij6XqadTSXSf6rHGzJS1R7U5EtCdegXaTgbOBVCnwK/+I6RFasZDq+ThOrAcmkd4hEsCVXYLR2v+mtCXSnsXSV1lvnrZdGKR1cImw5hUyF4bMd7/p0OIWQXhpwEqRnNXA8N1bZITaTUVoWPleOpUycXFtXXyixF3h5ZXJS5EypsURgnVylebyJWYYM6r63N2aDTwcH8FmKVlSqDFDXV8n21GoLDWohVeAyEDZB64ssIIQTW8nLMBw5IYpWfj2nvXkx790r3dhs/Ujg6EtTY+D9GpC6lj5TVCoXHZCquiTTlZsKhfS0M2dEJ+kfKJXRAi4DOpZ0u1xdzbMf2tSZNB7JaKiYCe0pRYZO4MDiq88WFDTWykq5gF+TvhP3JoK+X7/n3lim6iHHyR3+xxAmg6gTsT5CVdvs2QdVx28AyWJKniJngH3phM0N9NRxcBQeWwaE1YGqQItY+MyD0Fugxvn2i8SYYquDwr7D/e6jJlU7PPW+BvveCx4Dzb281QdlCKPwY6tNA4y0tDAIfBLtzVOBY9VJIXvUeWIrBYbzUujgMa3N1IfSYLJ9isrwDmNConrQJks8U3DeymXKewkIF7jyJOw+3SiFZMXOIDyhhCR6MJJi3UCMHMzN6UviAIpII5lrCuK25JcxuVpDCCsIYzWhuQYGCveSwkD8JoT/XcyOHKOF9lhBPBDcxiq2c4H12czV9uZNwHmIvOdQxnyjmUEZ3oSax3A1Ps4r8Y/Z4V0CjGX6Pg5mBUGuAm1bDqsNwfyR8Hg8aG1+59Q/4KwuMXYBAUAfBNYEWFtrpWe2u5R1tMQGo+JMAfuUEn3OUP4miBw7cyCqGEcjjxPAafwIKXuN6FCjYzjY2sI5ruZ4IW0VjAzUs4GW86MJVPN18Tg6wjCy+pwdTiObhVinTFkNTR8L5Hntal5k3sp5SHkKJK37Ma1U92XLdLZgs/8ZkeRUFXtip/4Na1XbFJgCGHCh/DHSbwS4CvD8HxzFnXx/A0ij1e8ffA1MZeEyG7q+D63n8z5qgL4N938K+L0FfKtPf/Z+Q6e9ztUFq8/hrpI5q73w4vlW+1mWkJFX9rgV7947trwmN1TJKlblEygiMDTIS3jdekqqwaeDd67y7OS8sZti/G3I2S3JVsAuMejkR7hljI1bx0H/EhbW8OheEgMLD0sMqc6dcmsyVVWo5QQ8fLDMa/WOhZ//OkYKc75iOH5GdObLTJLHKSoWKMvm+Uim9rUIHSJLVL0wGNLr3urTBjLMdrk4n04N792IpKsL12Wf/DxIpnU6SowP5kvkeyJd6pkP7QK9rWa9bz9aEqX+kvDCXukdfXbX0C9mfCfuzJGE6kN2S23ZygdBBLcQpfDB4dkBf0B4IASWHW0hT/k44bvOtUiqh+4CWNF2/YeDbCT4mdaWwf4uNOG2Gsv3ydUdP6DumZaByvcA8fl2hnKnuXwbHEuQM1ilAVtr1vQq6xXdMW2G1yOjTwR+l95NFD16DJHnqcQOo2zFDMlfL2Xzh52AsBId+MvrkO/fsPlAg277U/Aeq3gHLSXCItxGottMqQggs1hUYzU8jOIRKORM79b9RKnqf+bWop5LXqeN3NITgw2doaW1KaqCYAl6gjiyCuJ3uPNAcSTFQQyKvU0kBA7if3sxo3i6NNSSymBCGMZbbUaDkKEf5hZ8IIJDbuRNQ8gZ/YcDEG9xIJUYeYTM9cOV9RvEPZbzFAZ6jFwaceYZynjb68EyVguBaLZVVauqLYHc8hLnCgSqYuRz2V0sC9cBpvDbmIzhaA5XeQBfw7QYj3AXLXBp5z1lDo1Md86gll+4YsTCNPUzHl+fpzfvsJoMyfmMqSeQzj808wQzC6IYFC//hO6qo4mEew9kmys9lGwn8Sjy3EUrL9drLLxTwF/24njBua3WM9eSTwwNocCWc79HSmlwbyaWYW7FShQ9ftupxeCos1gwM5tsQIge18l7s1B+2SaJtN41sHVT+JJiPgvN14PUhaM6hzQPZGPvkV3D8AzBXgOd0Sahc2vC2anN7PRz+HfI+lpMStTN0mwM9bgb/sR2b4ICs+sv9XZKqynwpbu8zA0LnQq/JHddTNcFkkFYKuatlxKp0n3zdt1/LWNV75MVZKzTBqJeT2JwEuexPkvpXpQr6DGwhViHDO89q4VTUVEJ2Yguxyk9tqRC008pmzCExMvPRpLPVdML3PheEgKJCSaqybcSqIEcSriY0yWv6hdkIVrj8d9cel/45fgr+5zRS7SZSVqsUuB05INukNJGm/XlS+N107AqFJEy9Q6CPTc/UJ0TmZS+FN9OpsFhkV/ADWa1JU1NPOgA3T+gTKW/UvgMkaeoR0vk3QV0FHMmEw+lQkCiJU7UtvOvgIg3mmkhT8ODOmQU1VsPBbS3E6aTNbM7eBfqMln3tgsdKZ/EL/b4VebaU3TIo2i1f8wiG4NmSPAUM6lgrCnMjFG2EE8vgxD9gKPv/uHvv8Diq6///NbO70qr33otlWXKTe8U2tumYHkrohBZaSEhICBAgJCQhBEIn9N6rDTa2sQ3uvcq2ZPXeu7bPzO+PO1skS7Jsy5+H7+88z33uSDs7OzM7e+/7nvM+7yPCdRlXQ/YtEDlxeMexlkPdf6HhdVB6IGwBJP8OIs8e+nw0B3S9Ae1/A1cNmOcKABW4YNC3iPIu96Jqq5GkMfgbn8YgLx5wXxtbaeYeXFQTxu1E8Hsk+no2W/mREh5FxUU2fyZGJ1QD9FLPRh7CQgtT+QNJeD1jbq2obKaymJuRkWmhmVd5hUAC+RW3EkQQX7OVpezgHs4jl2R+yzoasfA8CwEDl7Gb0QTxPPnMp5YwZOI7o/jKrtBdEUi0XSIf+GEurK6EXywDWYJPz4MF/TCAokLwHyE2FKqCgVTIToP4AKiOsTDHT+bmMI0raeAd4lhEII9yhNW0sJyp7KCef7Gdp5hHNuH8kXdIIorf6hyoJhp5iRc8njYQEgdf8W9aqeEq/kogYfr/NXbzHBWsYDy3kK3X6HNbN4UU8mtMROpgqq+mnYsmmrgBO3sI517CubdPmNBtmmbHqTyMU3kKiUz8TW9jkIcIw6lW6HgS2p8AJCGdEX7fgPIZfU+oG+qeE4kSrnaIuhBS/iCKZw83SaPxR6h4X4TJnZ1gjoP0KyHjlxA5+fi80ZoGDTvh4Ltw6EOwNENAFOReIbSpkmYL79KJWnMJFH4ngNWRdYJv6R8MoxcJ6sGYMyHyGCB0uGa3iOznA2uFdlXJduHFMppEtYfsqUJCJnsqpOQLT9JImqJA9RGRvHR4lwBWh3d5M7+NJlHRwg2scidBRp7g6Z5q6+0RUaXiQigq9PZ11d59AgLFXJ+TLzxZGaP0lg1BI3+OP28gZbdDdbkgrFWWQkWp6CtLxf/dGQEg6hRljfYCJTdwyhgFASNcw6i/2azioassEq3isOjLCr1EcIMBUkdDzgQdOOngKSZxZFNUVRWayqF8jwBOFXtEa/F5yGIzvKApd7b+QzxJ96imQWsFVG4TrXQ9VO8UKc0ms6iLlaMDp5TJJ/7DtzSLFOmqtSLTrl1fJcZP9YKnyOPMirG1QO0yqP4K6leCYgVTGCSdA8kXQNK5YBrGj091QscqaHgDWr4UgCnmSki+F4ILhn6v5oSut0RJF1cVmGfpHqiFg16LpnXgUB7FpbwABONneASj4XYk6Wg3vIqFdp6ki/9hJI0YnsHcL+1exUklz1HHBwQxmtE8QYBP7bd2itnEI2gozOQvRJHnea2QH1nHu2RQwJncigEjPfTwKi/jwMHN3EokUdTSymN8whSyuZnFfEoRb1LIQ8xgBgn8lkNso5OPmMgOFO6gmZe0GK5vlpgmGVlZ5o/cCvenQrwDfvsjjIkUfKjM8KPv0ZFmyHkCxiXAfgOQDhPSoUOC8ek2KhSVbdFm8qniCkL4G1EcpJtr2cfvyeQcoriSb7mUUVzPWL5jJ1+whb9wOSl6TcEfWccPrOJyriSfsfq9qucjHiWLSZzBLd7vDIWtPEEdm/rU43NbF/so5E78iWEsr3jqFnq/Iyut/JEePsXMHGJ4HiMDe6sV9SfszuvRqMZk+AMmw4MDFz52m7MSWn8vyswY0yHqHxB86TC0pDpFQeSa/wgOVtAEoUEV+8vBxWOPOlkb1H4nPFW1y0B1QOho4aXK+CWEHGc4TXGKCgSF7wovtcsGpiAh+plxJmScBRFHe2uHbfZesTh0e6va9fE1IgUyZotSNZmzIWn88GoSHsusPXB4g6gEUbJdZEtbOsVrfgGQMRGypnoBVmLOqdMi9AVWh3dClw+XODFdAKqMPEFkz8yD9DEiynKqravzaIBVXNhXmgEgPtEHWPm0tKwTxgo/PyAVH6PtmDNWgKX6mj6VmAkMEhebngWpmd7trNGQmHJqXXmaJlJNfYFSZRFUFQkPk+95xqVA2miB2N2gKSNPSBGMpDlsUF2ogyZ32ytEL0H8gJNyxY8s3d0mQNgIqLf3tkLldgGaKrZC1Tbo0aUPTGZImeIFTukzwHSCK0FLC9TowKlqHbTo0gemIEieA1nni9BdyNElUIa07lIhmFnzlQjfaSoEJgvglHIhxJ42vJCApkLXRmj6AJo/FaEOYwQk3AKJd4F/0tDvVzqh+13oeApcFeA/XfdAnTEEgLLjUt/A4XoEaMUo34yf8TEk6ejvVUOjl69o43EU6gnhWiJ5CJm+YUkbtRTxJ3o4SAK/IJ17kH08VQ1sZytP4E8Ys3mMEJ8Ms8Ns5AfeIo2xnM2vMWDCgYM3eI1mmriBm0gmBRWVf/AFTXTyV67CjsYtrKKAWB5iJstp4iGO8FsyuIIEFlGLCtxpi+PyTgeXOMx8VWfAWQeL/WHVYbggC949G0IG+aq+3AcXvwWz02GTS+CDgjTY6YL78xw8aXHSFRvILVIjpTjZqF/XtezFisInFPAn1tOJg5dYRC82/sDbTCKLm/TMRgWFV3mZTjq5k3sI0u/tdpayja85l7tJ9+E1KTjYxMO0UMhMHiaeqX3OuYs9FHIX/iQwlpfxo6/mmoZGDx/TygPIhBDD8wT4hBD7PitdOFy/xaW+iUQ6fsZ/Y5AvHLrklWUttNwNjgNgyhUeqpArYQCA3sdc3eJ3UP8S9O4FQ7BIpEi4HYKHqXgOgo9Y9bmQUWjS+U/RM4VXOO0XYD5OfqajR4wf5d9D+XLoKBP/D88SgCrjLEidD34n6KlwZwEWr4GyjVC2QWQdg/C+p8/wgqv06eJ/J2uqKrICS7dDyQ7Rl+0SniyAwFDInCxAVdZkQdVIGDXyfCJNE/Pf4V1QflC0skIxR7qrZADEp3oBVla+vj0Ggk9xVAiEB6u8RGQLultZsejdHCwQ421iisi6T8uElAwRzUrJEH9HxQw6Jv/8gFSQn7Zj0VQvSEpzt0yIjj31hRTdqLtkv2hlhcLbVH0ELD3e/QKCBFjq03JF5typyHrobhOrkBL9B1N9ABpKvCR5c7AASekTvcApJR/8R8Abp2nQWAQl64SnqWIrtJSK1yRJEMLTpnlb4rjjL0TqNpdNeJzKvoOqNaIeF4iSEUlzxICXMl9k2h3PZ2gadByAqk+h6gvo1MmV4eMh5QJIvhAij0NHxnIYGt8SE4e9GuRAiFoCsVdBxJkgHwOE2XeLzKnuD0GzgP80iPwLBJ49BIDqxaW8ilN5Co06ZGkufsanMcgDe7vs7KGVR7CzDT/GEcVfj/JCaWi08D2l/AOAUTxMFH31gspZzh5eIJQMZvMoZp+J/TAbWcNbJJHLudyNERMuXHzEBxyhmCv5Jbl6iZQV7OIzNnMzi5lODk+wla3U8zKLMWLicnaTRgCvMo6VWLiJJp4jhg87jGxyqsQ1BNDlkCirBKrgwanw6CwR1hvImrrh3q/hg11w1mhY2QuBGTAuGTar8HK+i1/32tkWaWavqZcHaWUjyWRgYhlNPMIRXmYs1TTxKvt5nTNJIIgPWc86DvAEVxOpSx800sDLvEge+VymZykqOPmYx3Bi53L+gtkHvDqx8BP300MNc3icKPpmbHayk4PcjZkU8ngW/wG8Tg6KaOIWnJQQxt1EcO9R4p1uU9R12F2/QdP2CxkM47+R5SHAjaZAz+cixOzYJxBoxP0Qcv2xixtrGnRvE8T05o9EwkToTEi4A2IuFVIIw7XeKiFwW/4+dOwX2YUJiyHtMki5CPzCh38st7WX6KBqhRhjnBZROzN5LmSdJ7za4RnHf1y3aZrQqSrb6G31+/W6qTIkTYDs00RIMOs0CBihRCbFJSpJlGz3eq0q9nolavwCROH3jAJRjDlnxsnL1AxmLpeYR93gqrRQ9JWHRU1Xt0XGibkzY4yI0ORMFA6I/4sQIYhMwYoSL7AqPyJAV3U5tDT13Tcg0AusMkbpskdjIHsMUlT0zwxIncqsvf7W3uwFTKXu/oCX9C1JIlsuNUcApLRcL2iKTTp1oM7aI8BS6Xbvj6KxzPt6wigRJ08d6/1hxI0gSd5ph5pdULYJyjeJgaBbF0YNS4SMmV7QlDL55FZYmgZtxWJAK1sOVT+Igc1o1oHTAgGe4qccP2lUdQlvU/VXUPM19JSLgSz2NOF1Sl4ilMeHa64uIVTY+CZ0bQYMEHmmCGFELREr8CGv1Skmp87nwbYRpEAI+SWE3jqojAGIEJ5TeQGn8l+gFVmaj5/xT8jSwgE9C06qaOcJevkamWgiuZ9grjiKT2OnkVL+QTvrCWYso/lbn/R7BQd7eJFKVhLHZKbxJ0y6lpGCi418wn7W6CDqLkz4e0BUMUWczwVM1YHbWg7wPj9SQCa/5ixWUsl/2cW15HEJOdzKAYrp5T0mYMTEWdQRg4EnnPHMabNzvZ+J14v9yHJBQwOk98CBvnxtABwuWHYQ3toOyw+BS4UrC6DbDis6ITQLcuJgiwwfjVa5ym7luRA/zg+E6dTwe8K5lwhsKCxkGxcSx7XEcxMruIQcbmAsLXTxEB+QRwp3co4nA28da1nDaq7gKvJ0YNRAKV/yJDGksoTf4ocXhNjo4Cfuw0obs3iEmH7ZeB1s4xC/w0AgufyTUCYedb0qFlr5Mz18rCcO/Af/AfYTz5FLF2Z9GOjAKF+PyfgYsjSEuremgWUZtP0N7FvBkCD4U2G3gjyMBaOzDRrfEV4qazGY4oS3NuHWY3tr+1v7PgGoKj+B3gqxWEk8WyR+JJ8/vOSP/uayQ+1GAarKlns93jHjhABo+pmQPPvECetus3YKvaqyjVC6ASo2i/JWkiyEQLPnwah5ggIRFHns4w3XnHaoPigAVeU+qNwr5pbeDvF6YJgoEu8GVqOmn1zViWOZokBduRCRrjikR3WKhcOiWz8nSYKUbC+wcvencs4dyHp7BLG9qlwAK09fJsCWO3HNZEKqdP7/HEhpGrTUe8NxFYfFF1iy36ulARAeLcJw2eO8IbnMvFOvqdHVIrSaKveJ0FzJdqg95PU0RaeKuLe7ZU4eeZ2RznoBmMo3i756p3cVE50JGbP0H/p8iM46eaG6jlI9VKeH63rrxWth6ZB5rhjAUucff+FSAFcv1K0UwKl2GdhbxQo4fqEOns6HgOPICtRUofvU8Aa0fC6IuYF5EHcDxF197OKuAK4GIWHQ+Qoo9WDKgrA7IOQGMIQP/tFaky5l8CLQjUE+B5PhgUGJwwrtdPAsXbyJhEwYtxHGr/uUeAFBhm7kSyp4Fg0XqdxOIlf2AVodlLKDf9NFJaO5nDyu9rzeSwcreIkGSpnAYmZyCQaMOHDwER9QwhHOZwlTmQ7AavbyERuYQDq3cRZVdPNb1jGWaB5jNv+klC9o5AlGM5tILqSeKlws1RK4uk2hRtVY2B3AZy0S9jowdMKvkuHFhe77BDtr4O3twvvUZoGEULh6Mlw3FfLj4YLXYXmHeHzjI2C3GV5J13hCtjLFJPNpuJlfUE8lLjaTjIzEbzhIORa+YjJ/Zyt7aeZtziYAIyvZwyds5EYWMotc/f4r/I+X6aKTu/gNgTroLGM3K3iJREZxHvd4VM8BrLSygT/TSwMz+PNRYT4LpRziPuzUk8F9xHNJH+kE736raeF+FBoJ41bCuQ+Zgb3RmtaOQ/kbLuV5wITJ8DtMhvsGz+5z32TrGuGhsq4FOVqUmwm7Y8hn2Pt+FdpXC3J627eCdxV9MSTeCaFzjp9U3rodKj4SlQSsdUIMN/l8AaoSzwLDCdIoOspEtYOSrwXAUl39uFVnQsQgCvLHY06bWKiW/ChaxRYB6iQJEsYJUJV1mvBchYxwxraqChX2os0iO7B4C1Tt9845iTkiJJhRICIbmQUjKxo6kGmaKHdTtEckZhXrfU2pd5+wSMga5w0LZuSJOToq/v8WYIG4VzWVIrmtuQHpypv+fwKk3IRvX/5Spb49UEgua5zgLmWPE9tRcaf2y3DaoeaQvirQgVPVfmiv9+4TFuvNxHCTBsOH0Bg6EVNcULfP620q3wxtFeI1oz+kThUep4xZog8dgc/vrOgLnLp1YmZQvO5x0lv4CYI0WxPULBWcp4ZVgrjqFyFI4ikXQsKZwyOLu021Q8c6IZjZ+o0I3RlCIfZKAaBChqF6rGlg2wKdz0HPZ4BThO3C7oTAs4bM3FO1apzKU7iU1wAbBvlSTIY/YpAnDvxR2OniTTp4FpVOgrmcCH6PsZ8eEYCVKkp4nC52EcZUsvmzp14eiMLDxXzKId7HnzAmcU+fyb2WIr7nFZzYOZ3rGaW/ZsfO+7xLJRUs4UImI8aU79nNp2yigExu5QxsKNzNWlyoPMfp7KSHP3CY60jiTtK4i2a+pJe3iaPMYuL2bgcvBPnzm4NGZpphXQlQBx8sgvmJ8N4OeHsHFDaAvxEuHAvXT4VFOWD0ccBd+AasaNcdtwHQGAW3x0JbuJ3v7C7qYwL5SurlTpr5mHjmEsBn1PMPyviUAuzY+C3ruI0JLCELFZV/8RV1tPEYVxKuh+0aaOAVXiSfsVzKLzyfX8xWVvEaqeRzDndgwBuWttPJBh6ki0qmcT9JzO7znbnoopgHaWcTsVxAFvcjDxDCU+mijb/SzfsYySSGpzDrYHYgU7UyHK4HUNRPkYjHZHwEo3wD0lDinADWTQJQWb4Top5hdwpQZRgm99JaBvUvioxWVwf4p0LM5aIFTzpOUKVC0wao/Ehk/tlbhMZbykUCVMUvFGG7EzF7t86tWgEV3/fjVumE9dQFJ86t8jWnTfBNS34SwKp8Ezj0yEj8GB1UzRPAKvw4PXnDMWuPCAUW68CqbCe01nhfj07RaSMFgjqSUQAxaacewPR0iUz3Yh1clekhwp5O7z7BYV5Qle4DsOJOMW/ax35+HKmhgFRPl3AL1pYJpFpbBrWlwjXYn/AdnyoAU3quyJZLzz31ITkQ2h9N5VBbJICSGzTVFQldIhDE6+Q8oWibNh7Sxol+pEGTtVOohdfu9bb6A+DUXZJhiToBciZkzhIu5pPVRNE0AZxqN3jBU2eFeC0wRvCb3MApcvSJfReqC9r3QsMa4Xlq3gRoEJTmQxafc3wDqLMF2r4TwKn9eyFZIAdAxGKI/oVYPQ+l++Q5ty7o+UKE7+w7xUQTcqMo5eI3aui3aiU4Xf/Epb4LaBjlqzEZ7keWcwbcX0Oll69p5x+4qCaABUTyIH4cXYJDxUkdH1DN/5AwkcFviOWCPt6NbmrYwVO0U0QypzGBX+OvF+XV0NjLKjbxGWHEcDZ3EKkrnFux8g5vUU+dXohYCDm5M9ymkMWvWIyMzONsYTsN/IvTSCaMS9lFNH68zQRep4tHaeN+IrhaDSO3xcJYo8zpVjMP10icpsD+ZmgvhfmB8NMRUDWYmQ7XTYHLCyB8kK/oojfg+3aIy4AmA+RkQqIf/CLVyY1dDvZEBpBtgklUs4AAXiSWBuycxw7uIZ1rSOJ3rKMdG69yJgYkGungUT4mlyTu4lzPvVzLD6xlDVdxtYcfBl59qUwmcSa3Ivt4AB30sIm/0E4Rk/ktqf14ahoKVbxCDW8QzFhy+Qf+A6ici+9jPS3ch4saQrmeCB44KrnA1xR1Cw7XH1C1jUhSPn6Gf2KQzxqakA6C59f2d+j9HKQAUXYm/G4wDTNcrvQKL2/zx9C+EjQXmLMFoIq9HALHHr/yecMaAaqqvhByCv5RQvAz6XyInStEeU/U2ksEqCr/Xoxrzl4xxiTNFsAqbRHETjhxfqivKU6o2ql7rH4SBHabLj0QmgApkwStInUyJE8S4Gqk57WuFpHIVL5bREvKd+vzmO65CgrvC66S80RyU8Ap5jdpmogmlen8q/JDXi5Wuw953BwoPFcpoyA5W4QLU7LFduTI8q1/fkBqwnhtx+v/1UFSv9bR0nfn0AhIyhQcJl/+0qkifLtN04QGU20R1BVDfbHYri8WXCbF5d03Nl2ApNRxXtCUMGpkdT80DVrL+wKmmj1eTxNAUJQgOSZNENymjFkiVfdkw3RdlUK7pWEHNO4U27Y28bo5ElLmeYFTdP6JfZ6zB1q2QvMGsfps2SxCeCCqzKfo4Cl8/PGVerEWCeDUuhS6NgEq+CVA5PmC8xR++vDAk9IKvd8IAGVZCTjALw/C7oKQq0EefGDRNA1V245TeQZF/RQwYZRvwmS8b8CaeCBAjY2NtPF3HOzBj3wieYgAThtgX5UWVlLFS9ioJZL5ZHJ/H40iDZUyvuUAbyBjYiJ3kMI8z+sObKzlLUrYQSYFLORG/PSwUQ89vMObNNPML7iCMbokwlK28zXbmM4obmQRBmSP1MGtjOcCsvkbJXxDI28zgSYMXEUDZxPI/4jl9i4Hb1hdbI0I4JwDMmMD4KciSNWgsUpom943H66dAjnDiHxc/CZ83ybWV2UGuHQs7LTA2nEqmS1Wngnx465AE3+mlQ/oZjcphGPgSnYTgpH/MY6N1PI3tvIA05mjc8lWsZeP2eApHQPgwsUrvISFXu7kHgJ8Qmxura0cprOImzzK5+J9VjbzGM3sYyJ3kMk5R11HK2so5hEkZDL5AzGcPWCoT6WXdv5BF29gJJlo/kWAz3d61HOiaSjqlziUP6FpJcjSQvyMT2CQB+fuecxxSCjvd78PKGCeB6E3COmE4fCoQBTubvlSgKqONYAKgWO8nqrA3OEdx22KHeq+F6Cq+muhyi4ZIGqqEP2MOx1iZoHxBJNxPNyq74W3qmmv+L/RDHGTIXGGtx1vRvFApipiTC/bIABW9U5oPCw8ciDCf8mTvMAqdbKoHTjS4MpuEc4BX3BVuU9kkLstOgWSxghQlTzG20IHz3obMeto8QFWel9TCvUVXgAIAh8k+wArN8hKyhLOluP0ZP38gFSQpO1wy9MYDBCfJsBScpbo3S0xQwCpU2WaBp1NAhg1lYuYshss1RV7JQYA/MwQPwqSRkNCjogxJ40WCD1whDIyQDwIHTXQeEj8iBoPC5HLun1g089HkiE2xwua3C3sJPWqNA26qnSwtEMApsadYG0Vr8smQdCMmwzxkyFhOsSOPz4xTLdZG72gqWkDtO8WWURIohxL7ByImSP6wONwc6tOIVXQqofsbCXi/0ETBXCKOl8PLQzjnF0N0PuVII9b1wIKGFMh6BIIvkToQA1xv1WtFpfyHi71HTTtMBCMyXA7RsNvkKWBPQ0adnr4hi5excEBDCQQwR8J5pI+E7LYV6ODLVTyPL0UEUQOadxBOLP6TLwWmtnJ0zSzhzgmM4nfEICXD9FOA8t5kQ7qmcHFFHCW5/2ddPI2b9BJJ1dyNdlko6HxNdtYxg5mkcv1LEBGZh/NPMB6ZpPEH5nGLrq4lQNcQxIXkcTZ1BGHgaUkUujUmNVm455AIwV2f64phT9Gwj/2Q3gbSJ0wKRBW337sr8ltl7wJK1shJgXKTXBPATzbBL1TYVybhfFGmS/CzRzAzhnU8ThR3EgoL1DJO9SwmukEYuAWVhKKH/9hPhISKhpP8iU1tPIYVxKh89HqqOV/vMx4JnAxl/Y5l518xxa+II/TmM81fb4PBTtb+TsNbGccv2IUFx91LVZqOMLDdLOPKBaRxR8xET7gddvYSgu/w0kZgZxBBA/gx8AeTgBNc+BSXsGhPAa0IUsLMBnuwSCfi3Ss34WzGrrfge63wFkCUjAEXyZAlfk4eFCORq+nqnM9wts8wQuqAo5XU8oGzZuh4QfhsWrdJsYT2V+AqfjTRYuaeuJhwJ56qFkPdVtEa9wlwBxAcKIAVAkzIHG6GCP9RmChb+8Vi+bqXQJYVe+EhoPeyEdQlPBcJRdAwlhIyIe4MSdWr3QoU1xifqw5JFqtuz/slWMACI4UgMoNsJJyhVMhJv3Uq6Q7HSJqVV0CNSWiry3V+zIRSXKbn78ICyakQ0KawCDuPjEdYpJEPUAf+/kBqex0bccHrwuwFJdy1AmPqCkuocVRf8QLmBrLvM33IZAkERNOHC2AUkKOFzhFj3AsVnFBU5H4UTT4gKamIm/cHCAwAuLz+wKmxLEjUGBTFRXXm/ZA8z7RN+wEq+4RlI0QPVZk0sVNFn3MuBNTDdY0USaieTO0bIKm9dCtAxyDGaJneEFT9AzwOw6ivaZCzx7o+AE61kLXehGyk/yEtylqiShvYU455qEAoTTe87lotg2ABqYcAZyCLgb/oZWYNc2Kon6FS3kbRfsBUJGl2RgN12KUL0OSBr42hVa6eIdu3kahCRM5hHIzwVw8IKG4mwNU8jyd7MCfJNK4nWjO6AO2NDSqWMM+XkZFYRy/IsPHu6GhUcJ21vIOBoycwa2k+ISp2mnjLd7AgoVfci3ppKOh8TlbWMEu5pLHNcxHRqINK3exhiBMPMMCDLqnRwHeYjyX0UQtLpaTSIpmZFabjRpV42BkAKcflLCqkGeDn5qhuRikdnhwFjx29vC+NoBL34KVLRAZD5WB8NfJ8FAD7B0HzzrtfGV30RQTiCxJnKnrV60iib10cRP7+Ts5nEEMSynlJfbyJPPI1wGnO8SXQyL3cJ7nHq5mFT+xjqu5lhxG9zmfLXzBTr5jAouYrdfuc5uKk+08SS0bGMPV5HLlUV4nDYVa3qWKlzESzigeIqIft8p7PCtdvEYHz6PRq3Po7huQQ+c5vtaJS3kNp/IsGjVIUg4mw90Y5euQpGOML5omslK734Luj0HrEQkWIdeJdqwSNL5mrxX6bM0fQ/cW8b/gAog8V7SQ46xcAODsFuOMG1i17xH/NwaLjN740wW3KuIEF4IAikN4qdzAqn6rSLIB4RmLGS9AVfxUSJgKUXkjI9zpsIqFtQdc7RJ0DkUHCpKkZ1zki7kiPl+Ihsbljszn+5qqCp5Vf3BVcwi6fEJwsiySquKzRUvQ+8TRYnukVdv7m6IIorsbZNWWCdDVUAl1FdDW2Hd/g0GAKQ/ISkf69eOnDkhJkmQGfgL8ASPwmaZpfxnqPadE/sBu0T1Kh4VXqeYQ1BwUf7uz0wDMQRCbKRipnpYh+tgM4XkaabP3QN0B8fC7Vxe1e708JoDINLGSiMsVLV7fDh4hV6m1TfzQ67ZA3Wao2woOPR4vmyA6zwuY4ieLQcB4gvdC06DrMDSshcZ1otn1H5V/lBc0xcyByEnHn3as9IrsoLZlIjvIoZP5A3IFeIpYCOGLj0NxuUNwQLrfA+uPgCaKvAZfIrxPfscOV6rqQZzqq7iUd4F2JFIxGq7BKF+DLA/Om3JSSiev0sMnaNgIYAGh3EwA8wYM5/RSQhUv08Y6TESQzE3EcwkyfVfZPdSyh5doYhdR5DGZ3xHsM6l20cxPfEgl+4gjkzO5lRAfL1URh/mSz9HQuJbrSSIZFwrvsI5NHGY+Y7mK05CRaMXKg2ykgV6eYQFJhPAQxayihRfI51sUXqOL94jjdAJ5qMfB33udvBPqj6PHyI1l8EQiPLYLCgJh036gAcYa4Ot7IHOYCZiXvQ0rmyE4GupC4akC+F0TfJAFSpCL67rsbI40M81k4C26eIBWlpHABPw5k20UEMaT5GLDxXWsIJUQ/qlfI3gzE69mHvN1dXMXLl7mBXro4TpuIAGvzICGxgY+Zh+rGc8i5vCLPkBXRWEX/6WK1aQwnwLuwjgAaO6hiCM8hIUyYjibdH6Dn8935WsKrXpW51tIGAjlesK4A8Mg+wNomhNF/Ryn8jSqtgOIwmS4HZPh10jSMDidaq8IeXe/qXtuZT3p4lZdM+04JklbpQBUrd/o8iMq+CVC9EUQfQmEzT2+43mO2yKEP93AqqtI/N8cC/GLhW5VwmIIHEImYjhmaRZjq3usrd/mHWf9wyBpltCySpojwNWJjrH9TXGK8jb1hQJU1RdCQ6GoHej2XvkFCe9V6lRImyq2o7NPHVm7u1XMxQ2lQg/R3epLoKfNu5/JX3ivUseJlpInwoax6f93tfTsNmioEsCqvtILsuorxLbDhrSy6ZQCKQkI0jStRxJ1KzYA92iatmWw95wwkNI0aKsT4KiuyAuaag9DS5XvSQnPUkq+tyXmQFwWhEafuhiuqkBLmQ6Y9nlDcm5hSxB6TMkFIsadXCCELeNGn7yHqc95uKCl0Ac0bYE2feCQZOFZStBj+/FTBCH8ZMiTmgbdR/oCJ5suOxGYBHELRIuZDaE5J5i1VyFAU+sy4XnS7GAIEcKYkedCxBngfxyDoLMKepdC79dgXQc4hecp5GoIvuKYpHFx2VZc6me4lNdQtQ2ACYN8ISbDzcjSgkHDJBoadrbRyctYWAmYCOZSwrhl0JCMlWqqeIUWvsdAIElcQwJXYuxHMFawU8SnFPMJMn7kcQ1ZnOeRNVBwspvv2cG3SMhMYwkTWOQhRbtwsYqVbGYj8cTzC64kmmi6sfISKyimjiVM5XymIiFRSw8PsoEuHDzEDMYTwyMc4TuauYd0konglzRyI6E8ThSvWZzc2u3gRrORGyQ/FhyWmBsCUV3wTT3Ed4jkopZyUCogKQJWPwK5w6CgXP4OrGwEOQTaYuGpcfBgB9waCw+naCQ2W/h1oJGnQvzpQWUyVZxOIC8RywtU8jY1fMFkkjGzikqeZie3MJ4LEanwKhr/ZRlF1PIQl5Gkg5M2WnmT13Hg4DpuINFHp0tDYyMfs5fVZDGZRdzURxpBQ+UwH3GIDwghiWn8iTDSj7o2FTs1vEUNbyFjJo07iOfio8K9bnNSRQf/oYfPkAgkjFsI41ZkBl9cCC7fBpzKf1DUpYAfRvlaTIZ7keXRg76v7weXizqSXa8LGRBjskjECLkC/I5OkBj6WG3QtlyEANuXC9FPU4yo9xd9CYQvOLYo7mBmqYX6Vd7mXuiFjxXAKvEM4bkyjoDnv71EAKuaDaK1HhSvGfzE+OsGVkmzIGCE9Z2cduHirdkDVdtFpYqa3YL/BQJcJY6D5ImQNFH0CWPB/xRLAnW3CVBVe1jwsar01lbn3cfPLDxWSWP68rASRp14FY0TNVVFMhj+b0J7kvAHbwBu1zRt62D7DQmkVBXa66DBHX4r1UNzOtnb5iNzYA4WobekXP2G633CqJFR+x7MNA266oUSuBss1e0XKwF3WE6SIWaUcKkmjoPE8aJFpo0synb0CGXwpj3Czdy0B1r2C8FLgIBoSJwJSTMFeIqfAv4nIa4JesmUYsFtalwHjWuFzgtAQIIOnOZD/AIIPkG5A1eXWJF2roXWb8Gii+iZswXPKfI8CJsz/IFU08CxB3q+Bss3IhsJBHgKukCQZv2nHvNcNU1F1bbiUj/xep+kbIzyzZgM1yJJg7OiNRQsLKeTl7GzC5kIQrmOUG7A0K94rdvsNFDNazSyFBkTCVxBEtdgom+IUEWhmnUc5n16aSCF+YzlVwT4KJRXc4ifeJ8OGshiMnO4nGCf19to5RM+po5apjODMzgLEyYaaOe/LKOdXm5kIdMQILOUDh5iIyoajzGbbML5O6V8RSO3k8oSEllIDdEY+I5E1tlVlnTYWehn4MUAf2YelAiW4el4WLIJroqHD7ZApA0s9TAxCMqbxJCw+hEYnz7kV8OV78L39dDjL0S6b8uA7UZwabA5Hy7usLHNqVIZHYBBkniUVl6jiy2k4IfC+ezkEuL5PZloaDzGZnbTxHMsJEUHIF1YeISPCCaAB7kMP4z6vWvjTV7Hjo3ruIEkH7kJdzbkRj4hnizO4U4C+gGaZvayjX/hwsIEbiedMwa8RgsVlPFPOtlOMGPJ5gGChuBDOSimnSex8C0yEYRzJyFcP6j+lNtUtQin8jQu9R3AjkE+H5Phd8jSnGNn+oEQpu1dBl3/A8v3CC9vPgRdKjhV/vnHPEQfU3q9oKptmQjfG8MhcgnEXCIWUsdSYx/0XFUhBFq/UrSmDUIeR
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