{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Region basics\n", "\n", "An object on which finite difference mesh, and accordingly, finite difference field are based is `Region`. In this tutorial, we show how to define a region as well as some basic operations.\n", "\n", "A region is can be defined in any number of spatial dimensions. It is always cuboidal and it can be defined by any two diagonally opposite corner points. For instance, let us assume we have a region in 3D Cartesian coordinates with edge lengths:\n", "\n", "$$l_{x} = 100 \\,\\text{nm}$$\n", "$$l_{y} = 50 \\,\\text{nm}$$\n", "$$l_{z} = 20 \\,\\text{nm}$$\n", "\n", "In order to define this region we need to choose two diagonally opposite corner points. There are many possibilities, but it is up to us which corner points we are going to choose as well as where we are going to position our region in Cartesian coordinate system. Most often, we choose either:\n", "\n", "$$p_{1} = (0, 0, 0)$$\n", "$$p_{2} = (l_{x}, l_{y}, l_{z})$$\n", "\n", "or\n", "\n", "$$p_{1} = \\left(-\\frac{l_{x}}{2}, -\\frac{l_{y}}{2}, -\\frac{l_{z}}{2}\\right)$$\n", "$$p_{2} = \\left(\\frac{l_{x}}{2}, \\frac{l_{y}}{2}, \\frac{l_{z}}{2}\\right)$$\n", "\n", "For simplicity, we are going to position $p_{1}$ at the origin of the coordinate system.\n", "\n", "For the three-dimensional Cartesian coordinates, we define points as length-3 tuples and pass them to `Region` object via `p1` and `p2` arguments." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import discretisedfield as df # df is here chosen to be an alias for discretisedfield\n", "\n", "p1 = (0, 0, 0)\n", "p2 = (100e-9, 50e-9, 20e-9)\n", "\n", "region = df.Region(p1=p1, p2=p2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "(All units are SI and no prefixes are assumed. Therefore $1 \\,\\text{nm}$ is `1e-9`.)\n", "\n", "The region is now defined. Now, we are going to have a look at some basic methods (functions) which are part of the `Region` object.\n", "\n", "We can ask the region to give us the minimum and maximum points in the region." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0., 0., 0.])" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.pmin" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1.e-07, 5.e-08, 2.e-08])" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.pmax" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also ask the region for its dimensionality using attribute `ndim`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "3" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.ndim" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the above example $p_\\text{min} = p_{1}$ and $p_\\text{max} = p_{2}$, however, this is not the case every time. In general one could have chosen any two diagonally opposite points for $p_{1}$ and $p_{2}$ to define the region, for example, ${p}_{1} = (100\\text{e}^{-9}, 0, 0)$ and ${p}_{1} = (0, 50\\text{e}^{-9}, 20\\text{e}^{-9})$ .\n", "\n", "Now we can ask the region to give us the edge lengths of the region (based on $p_{1}$ and $p_{2}$ we used at the definition)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1.e-07, 5.e-08, 2.e-08])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.edges" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These lengths correspond to $l_{x}$, $l_{y}$, and $l_{z}$ we discussed earlier.\n", "\n", "Similarly, we can ask for a centre point in the region (cross section point of all diagonals)." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([5.0e-08, 2.5e-08, 1.0e-08])" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.center" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Obviously, centre point we got is:\n", "\n", "$$p_\\text{c} = (\\frac{l_{x}}{2}, \\frac{l_{y}}{2}, \\frac{l_{z}}{2})$$\n", "\n", "The volume of the region is:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "9.999999999999998e-23" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.volume" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This value is in $\\text{m}^{3}$ and it is calculated as\n", "\n", "$$V=l_{x}l_{y}l_{z}$$\n", "\n", "Now, let us say we have a point $p$ and want to check if that point is in our region. We can do that using `in`. For instance, if our point is $p = (2\\,\\text{nm}, 4\\,\\text{nm}, 1\\,\\text{nm})$, we can ask the region if point $p$ is in it." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p = (2e-9, 4e-9, 1e-9)\n", "\n", "p in region" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As a result, we get `bool` (either `True` or `False`). This can be useful, when we want to use these expressions as conditions for some more complex functions. For example:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Point: I'm in! :)\n" ] } ], "source": [ "if p in region:\n", " print(\"Point: I'm in! :)\")\n", "else:\n", " print(\"Point: I'm out! :(\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On the other hand, we could have chosen a point which is outside of our region:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(1e-9, 200e-9, 0) in region" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sometimes we want to check if two regions are the same. We can do that using relational `==` operator. Let us define two regions: one which is the same to the one we have and one different:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "region_same = df.Region(p1=(0, 0, 0), p2=(100e-9, 50e-9, 20e-9))\n", "region_different = df.Region(p1=(0, 0, 0), p2=(10e-9, 5e-9, 2e-9))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can compare them:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region == region_same" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region == region_different" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Just like `in` operator, `==` returns `bool`. Similarly, we can ask if two regions are different:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region != region_same" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region != region_different" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can ask the region object about its representation string:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\"Region(pmin=[0.0, 0.0, 0.0], pmax=[1e-07, 5e-08, 2e-08], dims=['x', 'y', 'z'], units=['m', 'm', 'm'])\"" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "repr(region)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In a Jupyter notebook we can also get an HTML representation." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Region\n", "" ], "text/plain": [ "Region(pmin=[0.0, 0.0, 0.0], pmax=[1e-07, 5e-08, 2e-08], dims=['x', 'y', 'z'], units=['m', 'm', 'm'])" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the representation we can see that a region has additional attributes `dims` and `units`. These have the default values shown above if we do not pass anything during initialisation." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('x', 'y', 'z')" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.dims" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('m', 'm', 'm')" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.units" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`dims` and `units` can be changed. This does not affect the actual data as units are only used as \"labels\"." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('nm', 'nm', 'nm')" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.units = [\"nm\", \"nm\", \"nm\"]\n", "region.units" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "They can be reset to the default by passing `None`." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('m', 'm', 'm')" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region.units = None\n", "region.units" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can create a new region with custom `dims` and `units`." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Region\n", "" ], "text/plain": [ "Region(pmin=[0, 0, 0], pmax=[20, 20, 10], dims=['x0', 'x1', 'x2'], units=['μm', 'μm', 'μm'])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region = df.Region(\n", " p1=(0, 0, 0), p2=(20, 20, 10), units=[\"μm\", \"μm\", \"μm\"], dims=[\"x0\", \"x1\", \"x2\"]\n", ")\n", "region" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Regions can be plotted. There is a detailed notebook showing all the options. Here, we just use the defaults." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A regions has two methods `scale` and `translate`. Both optionally allow `inplace` operations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Scale" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Region\n", "" ], "text/plain": [ "Region(pmin=[-10.0, -10.0, -5.0], pmax=[30.0, 30.0, 15.0], dims=['x0', 'x1', 'x2'], units=['μm', 'μm', 'μm'])" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "scaled = region.scale(2)\n", "scaled" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "scaled.mpl()" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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wOp2OE1fp3fY9WL2lFI2tfQCA0cmRWL5oKjLTnbvtidgDcHsuzsTebmdw95+/AADcd10eFsx2XbpHasitVisnOmq12mWMORSJjo6GyWRCR3c/Tpzu5Gr8zw5l+gsZlRjBtfUtykpAbJTe6XFy4e0oXwJ/FgAVf0q4Qd34FL/gu+0BONTOS+W233WgAf/+4ATMQ277S6akYektk4a57YWQGK235+LYLlfcXljYStZdjFkqT0egiY7QYWZhCmYWpgAAOnpMXJb/8dp2tHaxmf7n2wdwvn0Auw42AgDGj4rmXP4F4+M9/m7+4usoXyL2vb29tMafEnZQsaf4BL/tKQDOggKka5IzYLLi5ffL8VUpKxo6rRoP3FCAa2aNdbvw8kuwfDkXlUoFlYpNzhPzXOG5CGPMwlayRqMx5JP9ACAhxoBLp6Th0ilpYBgGzR0DXJb/8doO9PSzn7/ufC/qzvdiOy/Tn3X5JyB3bBx0Mvf0FzvKl+BslC8Vf0qoQ8We4jXEbU9mnROLiGwApBCu+nM9eHZLKc62sG77tKRI/HJRCbJGx7p9Hv9c7Ha7z+eiVqlgYxh4cgiIeX13rWT5yX5CSzOUUKlUGJUYiVGJFzL9G5r72GS/2g5UnO7EgCDT/72vTkOnVSN/XBxX45+VLm+mv7tRvsR1Hx0d7bbMT7iJozX+lFCAij3FK/huaGLlAKwFTVz4/vL5wQa88t9ymC3sIjtnMuu2jzS6f32SLEfq5sXgaoFWq1SwgZGlXa4nN3M4JPup1SqMS4vGuLRoXH/xUKZ/Yw+O17DiX3WGzfS3WO04VsPW/WNXDSINWhRmxg/V+CdiTIq8mf78aX7C/AtvR/nSGn+KkqFiTxGFq9p5slhKwaDZilf+W47dh1i3vVajwgM3FGL+bM9ue2GffbFi7/o1Adjk76DnzM1MvlthQxmh2IQSWo0aeWPjkDc2DrdclgWzxYbK+i7O5V/T2A2GAfpNVhysbMXBylYAQHy0nnP5T8xOQEq8vA1+gOH5F2JH+dIaf4qSoWJP8Ygrt73Q5eyP+/7M+V48u6UUDc29ANiM7l8uKkH2mDi3zyMWsTDb3t9QAhmGE+hBOGLmxruqKQ8l9DoNJk9IxOQJiQCAvgELKuo6cWwo4a9hKHzT2WvGnqPnsefoeQBAaoIRE7MSMSk7AUWZCYiLljfT39dRvgCt8acoCyr2FLe4c9tLZWHuPnQWL79fDpOF3ThcNHEUfnbbJEQZ3Q9nkXo8Lh+yGAdbR12JDUkwI8l+zsrKQomoCB2mF6RgegGb6d/ZY0L56QttfVs6BwEAzR2DaO5oxBdD3p+xqVGYlJ3IZfp7CvW4g1jt7nCWf8G1WfYwypcv/rTGnxJoqNhTnOKr296bRctktuH/PijH5wfPAmDd9vddX4BrLxrn9nVUKpXDpsPVAu3PAkq8rkobhEMEhD8Ihu/25x8Tqsl+ABAfY8CcyWmYMzkNANDcMYDjNR1cwl93H3sNnmnuw5nmPnz8/RmoVSpkj4nhavxzx8ZBr/MvnOMJ4e/hzShfZ/MAyCaOij9FaqjYU4YhdNsTC1rKZLGzzazbvv4867ZPTYjA8kUlyMnw7LbXaDSc9SQXwXLje4uzZD9hWZmz6XHeoAThSU2IQOr0CFwxfTQYhmT6sy7/E3UdGDDZYGcYVDd0o7qhG+99XQedls0TIAN9stJjoNHIGzsXO8pXuBkj95zZbOasflrmR5ESKvYUB9y57aVyD391uBEvvX+cGzgzq2gUHrltEqIixLntA5GhTsq/lGbZu8NdWVk4JfupVCqMHRWNsaOicd1FY2Gz2VHb1MO5/Kvqu2Cx2WGx2rkEQACIMGhQlJnAJfxlpEbJnukvpsbf0yhfWuNPkQIq9hQAgcm2N1ls+PcHJ7DrQAMA1m1/z7X5uH7OeEnc9lJCTkfMWyl14R0pyX4ajRo5GXHIyYjDzfMyYbbYcPJMF2f5nxrK9B8w2Rwy/eOi2J7+E4cy/cdHKH+UL63xp/gKFXuKQ8tb2dz2LUNu+3MX3Pa/uLMYuWPj3T6PLGpSbjrEINaNH0ri6G2yn5TVDYFEr9NgYnYiJmYnAlcB/YNWnKjr5Gr8zzSzmf5dfWbsOXYee46xmf6jEiMxKTsRheNjMTErMSCZ/mJG+dIaf4oUULEf4Ujptnd1/DdljXhx2wW3/czCVDzyo8mIVoDb3mVTnRB043uLp+QyfhvZUBaQSKMW0/OTMT0/GQDQ1Wvm3PvHa9vR3MFm+p9v78f59n7sOsA+LyMlChOzWZd/YWaCX5n+YvBnlC+t8ad4gor9CIW4FMliTqw7/mLjC3zxNFlsePXDE/hsP+u216hVuPvafNx4ifLc9kIuWPYBf+ug4Sy5jC82er0+LCb5xUXrMWfyKMyZPAoA0NIxgGO1Hais78aR6lZ09rKbn4aWPjS09OHTvQ1QqYDs0bGYmJWASdkJyAtApr9YTwyt8aeIgYr9CMSV217KUq2m1j48u6UUp5t6AADJ8UYsv7MEeePi3T5PKrc9+Wy+Qiz7UHJfSwk/vqzT6TA4yFq/wjayzjrJhRopCRG4IiECN1yaA6vVipoG1t1/rKYDJ053ot9kBcMAp85249TZbvz3mzroNGrkjo3lavyzR8uf6e+u7JLMWKA1/hRXULEfYfDdf2SxAKS1oL890oR/vXuMc9vPKEjBIz+ajJhI9zFQV535ggFZ/8LZje8NRNjFuJhDdZIfO+1QhYzUaGSkRmPBbJLp34vy2vYh678LFqsdFpsd5ac7UX66EwAQodegIDMek7ISMTE7ARkpUbIO9AFcz1jw1HOB/JZGoxEmk4mbBUBr/MMbKvYjBGfZ9s7azPqD2WLDfz4sx8ff1QFg3fZ3LcjDTZdmeuW2V4KFGCp19sHCmYuZiL+zTnJy9kSQEuEGhc30j0VORix+MHco07+hm43317Tj1Nke2BkGA2YbDle14XBVGwAgNlLHlvgN1finJkQErMwPcN1zgf+bXOgSSWv8RwJU7EcAAXHbt/VhzZYy1DR2AwCS44z4xaJi5I9LcPs8YiHKkW0vhRtfAfuOkECYRMkfGxsuk/yAoUz/oXI9XJmN/kErKus7uRp/0iSqu9+C74834/vjzQDY+2FSNlvjPzErAQkxBlnP013PBZ1Ox4VhnCXB0hr/8ISKfZgjrM2Vw22/5+g5/OvdoxgwsYvFtPwUPLowdNz2arV62Heh5ursqWXvC66ayfCFJhyS/SKNWkzNS8bUPDbTv7vPjPLaDq7G/3zHAACgtWsQuw83YffhJgDAmJQoTMpixb8oM95jQyl/cdZzITIyEgA8NlyiNf7hARX7MMXVpDopXaoWqx0btlfgk+/rAbDW8D3XFuCGOePcxivJ+ZDZ88Fa6FUqFfR6PYxGo0OYw2q1cguYGDc+Xezc464PvLNkv1Bt7gMAsVF6XDRpFC6aNJTp3zkw5PJnLX+S6X+2pQ9nW/rw6T420z8rPYZL9ssbGweDXv5Mf5VKBbPZDKvV6tcoX/J7Esufokyo2IchfLc9uYmlFtbz7f14dkspas6ybvvEWAOeuGsaJk1IcYjlChG67YO1qPN77JtMJoexpUajEVotu2gxULmdhhaqohRMhPXkwrGx7krK5ETM1DtvSYmPwOVTI3D5VLanf2Nr/5DLvx3lpzvRP8hm+tc09qCmsQf//aYOWo0KeWPjhtr6JiJ7TAy0Mmf6ezPKl9b4hyZU7MMMvgVFrCephfX7Y+fwwjvH0G9i36ckLxnLFk5BQqz7dqNyeBd8gR+ndBZD1mg0nBtfpVIjKioqLOLNSsXZ9y8sKXM2OS7UUKlUGJMShTEpUVgwOwN2O4PTTT2sy7+2A5V1nTBb7bDaGC7T/+0vamHUa1A4Pp5L+BubGu13pj8/Oc8Z7kb5ehqtTGv8lQkV+zAhUG77jR9XYvtQtr1arcKia3Lxw7lZIeO2F9Osh13kmKHj2EXLWbyZ7+6nSIerkrJwS/ZTq1XIHhOL7DGx+MGl42Gx2lHd0MUl+5062w2bncGg2YbDJ9tw+CSb6R8TqUNR5oVM/1GJ8mb6A76N8hXmAfBr/Kn4Bx4q9mGAsOWtXG77NVvLUN3QBYB12z9+RzGKshLdPk8pbnt3Wf/OGvBwMXu763gzP7ZpNBpDtr5cyTibHOcsqzwckv10WjUKM9nWvAsBDJisqKjr5BL+6obmSvT0W7C3vBl7y0mmv4Fz+U/MSkBCrLyZ/oB/o3zJc4n40xr/wEDFPoTh75oB+dz2+8rP459vH0XfIPs+xblJWLZwCuKiHRcV4fsF023PPxdfzoM4KoQJesJ4s8Fg4GKTpL7cWSMTijQ4yyqXKtlPjpi9P0QYnGT6n+7kavzPtZNMfxO+Kj2Hr0rPAQBGJ0cOtfVNRGFmvNMZFJ7c+N7gzyhfWuMfOKjYhyhCV7JcbvtNn1biw2+H3PYq4I6rc3HLZdkeY4bERRfsJjm+nofYQTjkNfv7+wE4ry93tshRpMFVsp+Y2HKoERulx0UTU3HRxFQAQFvXINfW93htOzp6WBd7Y2s/Glv78dn+s1AByEyP4Vz+eePiYZQ5099djb/YUb60xl96qNiHIOQmIWJCbgIphbW5ox+rt1xw2yfEsG77idnu3faknC3Ybnv+ouDLefjaQc+Vy5m/yIVDiZlScdc/3l0L2VAkKc6IeSXpmFeSDoZh0NTWj+M1rMu/vLYDfYNWMABqm3pQ29SDD76th0atQu7YOEyekIjphaMxJkkHjcxtfcV6Y8SM8qU1/r5DxT6E4AsFKWmRw22//0Qz1r11hHPbT8lh3fbxHrp+kXMillSw4DcPclcG6I4Ldfa+n4ezRY5fyxysEjNvCPXF1Fmyn6sWsqGMSqXC6OQojE6OwjWz2Ez/unO9OFbbjuM1Hais74TJYofNzqCirhMVdZ146/MaGPQaFIyL5yz/caP8z/T3hJSjfGmNv3io2IcIzrLtAWmF1WqzY9OnVfjgm9MAWLf9wqtycOvlEzzu/vmZtUopq/Pn5iflwWIG4YgVRHf95IUlZqFudSoRT+5lADAajU4tzFBDrVYha3QMskbH4KZLxsNqtaP6bDeO1bAT/aob2Ex/k9mGsuo2lFWzmf7REToUZcVzyX5pSfJn+vszyteZ+JNMf1rj7wgV+xBAmG1PysfIY1LQ0jmANVtKUXWGddvHR+vx+B3FmDQhye3zyM1FzoX8O9AIy+qIFSf2uUKIG9+Tpe2PJS7G6gyHLHOlwve8qFQqREdHw2KxQK1We7QwQw2tVo2C8fEoGB+PH10BWG1Azbl+7D/eiOM17ag71wsGQO+ABfvKW7CvvAUAW3VD2vpOyk5EYgAy/d2FYtyN8iV/N5lMtMbfCVTsFYyzSXX8We8GgzQ33oGKZqx76yh6B1i32qTsRDx2R7HHYR3kJiQLYbB20sQS4JfVib2xXR0nNkFPKsS0lA2m8ISqyHkL36MSzsl+RoMW0wtGIW8M2x+/p9+CE6c7uBr/pjY24bS924Svys7hqzI20z89iWT6J6AoMwHRkfL29Ad8G+XrqsafH/MfaeJPxV6hCCfVuRoa40+5kNVmx5YdJ/H+17VDrwX86IoJ+NGVOaLd9sIa2kAj1zAdtQQxe3/wNss81GPOSsSbRjKhFnYRCl1MpA6zilIxq8gx05/09W/vMQEAmtr60dTWj50H2Ez/8WnRmJidiElZCcgfH5xMf0+jfPnrk16vh81mQ09Pz4ir8adir0Bcue2lzLZv7RzAmq1lqKzvBADERenx2B1TMCUn2e3zxHShC0S9stxd+ch9r5R59q6EJ9y6yikZMSITSmWW7u5RYab/ubYBNtlvKNO/d4DN9D99rhenz/Xioz1spn9ORixX458zJhZarbzePrGjfMnvQQSdrFEjqcafir2CIBcuES6h214qDlW2YO1bR9DTz77mxKxEPH7HFCTEGt0+z5m7PBgEoitfoN343iKmxC8cEs0ChbdNZlyFXcLxN1CpVEhPjkR6ciSumclm+tef7+Vq/CvqOmGy2GCzM6is70JlfRfe/fI0DDo18sfFY2I2291vfJr8mf6uyvz4vwtJ3hNT5hdO4k/FXiEI3fb8rHJXFoK3Imez2bF150ls+/KC2/62yydg4VXi3fbBtljENg/ydwMQbDe+N3gq8eMnmim1xC/U8aacTAm/gT/eN7Vahcz0GGSmx+CGOeO4TH/S1vfkmS42099ix5FT7Thyqh3AKUQZtUNtfRMwMTsB6UmRAcn05/8u0dHRXCMyb0f5hnqNPxV7BeDObe/phhR7wbV1DWLN1jJU1HUAYLtxLbt9Ckpy/XfbB4pAduUjuYahKIq0xC/4uCsnI22VwyXngp/pf+vlWRg021BZP9TTv6YDp5t6wADoG7Ri/4kW7D8xlOkfY+Am+U3MSkBSnHvPolTYbDaX45XF1vgDQFRUVEjV9lOxDyKBctuXVrXgH28eQfeQ274oMwGP31mMxBBx2wdjw8FZ9qFg2nuAlvgFH6XlXMiZV2PUa1Cck4TiHLZst7ffghN1nVyNf2PrUKZ/jwnfHDmHb46wmf5piRFcsl9hZjxio/SSn5vwcwu/a7GJsGLukYqKCjz++OOora3F9u3bMWHCBJ+PWb16NQ4ePAir1YrJkydj2bJlmDVrllefnYp9kPDFbe8tNpsdb+yqxru7a7i/3XZ5Nm6/KgcajfvEGV+y3OVYPPzdcIhZ1Jwd420HPaUNUXGFmBI/oVtzJBBol6yrwTHhNskPAKIjdZhZmIKZhSkAgI5uExvvH+ru19bNZvqfax/Aufaz2HXgLAA205/U+BeOj4fRIL9cuavx12g0uOaaaxATE4NZs2bh4osvxkUXXYT4+Phhr7Np0yasWLECcXFxLt9LzDH19fW46667kJ2djVWrVsFoNGLDhg1YsmQJNm3ahOLiYtGfjYp9EOC7kbx124ulvXsQz20tQ/npIbd9pI512+eluH2e0IpWwhAbuUXH2XcuNkEvFATeHZ5K/IgI8kstw5lg/J6+bMBCWfwTYg24tDgNlxangWEYnG8f4A306eD6fdSd60XduV589N0ZaNQqTBgTy7n8czLioPMy09+XSX9Cr9j/+3//D1988QW+/fZbbN26FSqVCkVFRZg9ezauvPJKzJw5E/v27cPTTz+Np556Ck1NTVi3bt2w1xVzDAC88MILsNlsWL9+PRIT2bkk06dPx/z587FmzRq8+uqroj8LFfsAImx5K2xK48vrOaPsZCuef/MIuvvY3WnB+AT84s5ijzExqdz2/lq5SsgTIPmKoS7m3uLM3RwREcElJtESP/kJRLKfUjxRKpUKaUmRSEuKxFUzxsBuZ3CmuZcT/oq6Tgya2Uz/qjNdqDrDZvrrtWrkj49ny/yyEpCZHuMx099f7w3DMJg9ezZmz54NhmHQ3d2Nffv24fvvv8eHH36IjRs3Yv/+/YiPj8fWrVtRVFSEtWvXOn0tMccwDIOdO3dizpw5nNADgF6vx/z587Fx40Z0d3cjNjZW1PlTsQ8Qrtz2/iZI8S9gm53BW7uq8c7uUyD38S2XZeHOq3NlcdvLgbCsLmjn4ePUu3CDXAuDg4Ow2+0ua5hDvbxMybhLuCTJfvza/lD2vqjVKoxPi8H4tKFMf5sdNWd7cKy2HeW1Hag60wWrjYHZasfRU+04eqodABBh0CA6QovC8QlYekuR2/eQapMzZswY3Hrrrbj11lvBMAxMJhOMRiPy8vI8PlfMMY2Njejp6UFubu6wx3Jzc2G321FVVYUZM2aIOl8q9gFAmP1J+sdLabV2dA/iuTeO4Hgte/HHROrw6MIpmJYfOm57sWV1geCCGz+op6EoaImfMnDVPtabZD+lWPae0GrUyBsXh7xxcbj1siyYzDZUnenikv1qm3rAMMCAyYYBkw0tnefwg0vHY3RK1LDX8sWN7w6+oaVSqWA0SltN0NbGDidKSEgY9hj5GzlGDFTsZURqt70rjlS34R9vlqGzl93954+Lxy/uLEZyfITb5ynFipa7G54vqBXWQU+JhFOJn9RCECj48X5hg6VwTPYz6DWYPCERkyewbu3WrkE8u+UI6s71csfotPInWwYioZPcW6Q1Mx9ioA0ODop+PSr2MsGv0ZTSbc/HarPjrV0n8cbOKs5t/8O5WVg0PxdakW77YFvRgeiGJ+YchAsgsexDbfEPJrTEL/i46iAnTPYj/wsVC98Z3X1mPP/mMQehB4AIo/PhPFJu6AIh9mTQmTNDjGwEyKZaDFTsJYYfwwRkdNv3mPCPt47gKG8O9c8XTsaMglS3z5Pbivbm88nl6fDmPLRarcNEOf7ULIC68X3F0+x4YYZ5KI+PVTKuqi1I69jo6OiQDL20dg5ixeulXM3+hNExONXYAwAw6pw3ugm1jncpKWwItr29fdhjra2tDseIgYq9hAjd9nJZz8dOteG5N4+gc2gSVd7YOPxiUQlSvHTby3VTi7mp5PB0eAN/0zM4OMj9N0l4MuhZ64C68aVBaHEKO5fRKX6BgXhW+JvsUAu9nG3pw983lqJ9qD7/uovGIi5aj1ONPdCoVW6H78gRr5eLtLQ0JCQkoLKycthjlZWV0Ol0ohL9CFTsJULY8lYO69lmZ/Du7lN4a1c11+zl5nnZuPOanJBx2yuirI636TGbzdzvxu+BTWAYtp+2p4zzUHaHukOuRc1Z5zK+5R+MjnIjCf6gHn+T/QJJdUMXntlUht4Bdg2786ps3HTpeLyzm533YXBh1QOheY8uWLAA27ZtQ0tLC2fF9/f3Y8eOHZg3bx6iooYnIrqCir2f8F2R/Dil1NZzV68Jz795BEeG3PZRRi0eu6MEsyelu02uU1LyWzDa7wpvcE+hA/J7MnZ2UbPZ7TCZTJy7X5hxTuPO0uAq3h/IEr9QEwKp8SbZLxillmXVbXjujaMwWexQqYCHbizAFdNHAwBMFvY8DHp5R+qKoaGhAR0dbDOz5uZmAEB1dTX6+9mQQ35+Ppqbmz0eo9fr8fDDD+OTTz7B0qVL8eijj0Kn0+Hll1/GwMAAli9f7tV5UbH3g0C57Y/XtOO5N8rQMeS2z8mIw/JFxUhPjnH7PCUkvxGUUMfvTehAxTXVgVP3M2k2w39tpbo9Qw13HeVoiV/gcJfs52lojNTsOXoO/9p2AjY7A51GjZ//aCLXfhcATGb2vguUZe/OE7Ru3Tps27bN4W/Lli3j/r1r1y5Rx2RkZGDUqFHYvHkzVq5cieXLl4NhGJSUlOC1115DTk6Od+fM0LvEJ1y57aW09ux2Btu+rMEbO09ybvsbLhmPuxfkQ6e9MKeZX/5ECJbbXq/XD7PS5PhuxGAwGLhNjrvQgbO/vf/1abyxqwZ6rRqv/uFyp6/Pj/Pb7Xao1eqwazKjVqsRFRWFvr4+xXwW/oaLjBr1N85MLNfe3l7PB4cB0dHRMJlMfnnYnP0OQpe/FPLy6d4GvPZxFRiwzXOeWDQFhZmOtef/2laOr8vOYXxaNP6+1PmAGIPBAI1Gw1nP/qDRaBAZGen36wQSatl7SeDc9masfesISk+yWZeRRi1+/qPJmFU0yuNzAzkKVgj/8yvBs0AE2dvQgZgOekTYAWBgYAAAqAUaAPgtfV3FmWmJn/y4GxpDasP92YQxDIN3dtfi3S9PAwDiovT4zd3FyEwf7tFUkmWvVKjYewHZtcrtti+vZd32JNt0wphYLF9UglGJ7neSRFyB4M+eV0pCoJjSPmeLgC8d9JyVOfEznZWW7BQOuIsze1PiF4rJW/4gx+f1ps+Cp+vfbmfwn+1V3AS8lHgjfnev6zXQZBkSe717sR/JULEXSSCy7e12Bu99VYOtO6u5aWvXXzwe91yX73HCk5w1695CstmDmRBI3Pa+unWJZe/PguhN0hmtM5cGTy19hSV+1NsiD576LPCrAYQhL4vVjn++exz7ylsAAONGReM3dxcjIcbg8v2IZe+qxp5/XlJ8tlDcOFCx94CwPEUut313H+u2P1w15LY3aPHwbZNw0aQ0t+cGBL9mnaBSqbibIJhueyL0gO83N5egB2lubmdJZ+5EKNgbtnDBXUtffmkZFXx5ETtXobffhJWbD+BYDdtIpmBcHH65aAqiIpx3xSMMisjGJ+8hBVTswwzikiVWGMlGlVpUK+o6sGZrGdq62D7H2WNisfzOEqQluXfbK0FcCSRuCiBoi6ewtM9ZT2mx8Mdl2u0MNBppb26xIkRd/tLiztVMOsqFU4KlM5QwB8DZ9d87YMXfNhzCqbNdAIBZRaPw+J3F0Krh0QMjJmYvJVTswwi+255hGIdYuJRu+/9+U4vNO05ybvvrLhqHe68vEO22B+A0Gz+QkGxcm80GtTo4da5Sl/apeTeznQE8LSH+3vyuRIjv8qStZaWF720xGAzQarUwm800wTIInGvtxYrXy9DUxmbKXz5tNB6+dTL0eh1nRLhL9hMbs6cJehQOsgAQQSeCCkgrqj39Zqx96ygOVbJxqQiDBj+7dTLmTHbtticQt73NZnPo9hZonHXDC/RNIFfTIP6exd0CIcfiT13+wcFVS19+G2Wlt5IVgxIsez5nzvdixeul6Ohh19ebLhmHO6+eAKvVAqvVImqoErHs9QGw7GnMPgwgbnvyY5IFll9iJQWV9R1Ys6UMrUNu+8z0GPxycQnSk9y3PhSKK4Cgib0SxuOKKe3z9abkP494XYKFK5e/s5amtNRMOoSlZWQ9UGor2VCksr4TKzcfQf8gu2FdfE0ObrxknMMxrpos8SsuzFb2mo806pxOsQSks+xVKlXQPJj+QMV+CGG2PV9UpRJUhmHwwTensenTKtiGBGTB7LG47/oCjztSZ61mg7W79FRWF4jzkrv6QOjGVxJEWPwpNaN4j7sSP2GoJVzj/VJyuKoVz795DGarHWqVCj/5YQHmlaR7fJ6wxBVQwTIk9tGRBkRFRTkNv0gl9qF6P414sRc2yeFb83zr2V8B6+k3459vH8WBigtu+6W3TMIlUzxf3Hy3vTPrIVA1wkrpsx+I6gP+xj3Ylr07vCk1C2XXs9IQm12uxHi/Etz4X5c1Yf17FbAzDHRaNR5bOAnT8pN9eq3+QZ5n0W5Ff3//sPALWauksMj5idGhxIgWe6Hb3pOo+krVmU6s2VKKlk6e235RCdKTvXPbB/PmVEo3PDm+D2c3rqNlr4xFWgxCl78z1zPtLjccfzfM7qorQmV0bKDY/l09Xv+0GgDbGfSJRVNQMD7e59cjyXkAm6DnLPxCkogNBgP0ev2IDL+MWLG32WwOu3I5RIRhGHz4bR1e/6SSc9tfMzMD999Y6LFEJBgT4tydS7Ab9gQ6R4C/AQghrR+GFN3lKN7jTTe5QG+6gmXZMwyDN3bV4L/f1AEA4qP1ePLuEoxLi/brdUlyHuC89I5c3zqdjmtr7ay5lTe/BbXsQwDhpDoxourLTdE7YME/3z6K/SfY8YVGvQY/vXki5paM9vhcsWVkgbhZldCwJxitd4V19uGAu2xz4vKk1qf0uJviRzZdgZoeFyxsNjv+78NK7D7cBAAYlRiB395TgtSECA/P9IzQsncGEWcS73f3W3jKvfAk9BUVFXj88cdRW1uL7du3Y8KECcMeX716NQ4ePAir1YrJkydj2bJlmDXLcYDPzp078Z///AenTp1CX18fxo0bh5tvvhkPPPCAQ5WYWEaU2PvjtvdmJ1fd0IXVW0rR3MHuIselReOXi0owJsX9Dlbopha725cjZu+ry1zqspRADPVx9tl4Wh9SbnxvEJttDsBlhjPFe5zNUBBuusKptNJssWHdO8dxoILtDpqZHoPf3FWMuGjfm17xMZkvXJeuPKau1iThb+Eq96Knpwd79uxBXl4eUlNTXZ7Lpk2bsGLFCsTFxTl9vL6+HnfddReys7OxatUqGI1GbNiwAUuWLMGmTZtQXFzMvc6f//xnXHfddVi6dCm0Wi2++uorrFq1CmfPnsX/+3//T8xX48CIEXv+zprfkEZqt/327+qw8eNKWG3sa141IwNLbgo9t70/5yKF2EsRn/fnd/XWsg9Ft54QZy5/cp9EREQoNuFMCoL5+wW6xC+QQ3/6B614dssRnKjrBAAUZcZj+Z1TEGmUTnr4lr3RTbtcwPOa4Cr3oq6uDsuXL4fdbkdWVhbmzJmDOXPmYNasWYiNjQUA7Nu3D08//TSeeuopNDU1Yd26dcNe/4UXXoDNZsP69euRmJgIAJg+fTrmz5+PNWvW4NVXXwUAvPnmm0hLS8Pq1au5pMKLL74Yx48fx0cffYSnnnrK62s27MXemdve2/izGGu1b8CCF949hr3HzwNgd5g/vXki5k2Vzm0fCJRwLkqo4Xeos3ezPoST4PHh3zdarRYDAwPc7xJODWb4KOW3FFPiFwotfTt7THj69TLUne8FAMwsTMEjtxZJ3vhm0EPMHvA9T4Fc41lZWdixYwcOHTqEvXv34quvvsKmTZugVqsxadIk3HfffcjLy8PWrVtRVFSEtWvXDnsthmGwc+dOzJkzhxN6ANDr9Zg/fz42btyI7u5uxMbGQq/Xw2g0DqseiImJcfg83hDWYs+Pf/Hd9lIvTkK3/djUaPxycQkyUj277ZVQyqakc1HCZgMYGW58byCWpacZ8koXoFBDjhK/QFj259v78feNpWjuYCuQrpw+GktuyHfwmEmFmJi9FMTHx+PKK6/E1VdfjaioKJw5cwbff/899uzZg8bGRtx4441un9/Y2Iienh7k5uYOeyw3Nxd2ux1VVVWYMWMGHnjgASxfvhz/+te/cM8990Cv12P37t346quv8NOf/tSn8w9LsRfWzkvhtne2k2IYBp98X48N2ys4t/2V08fgwZuKPF50fOvVnza8Uty0SiirA+SJz4vZATstvQvDBD1/4F8T/IQzk8nkkOSk9BrzUCcUSvxON/Xg6dfL0NXHnufN8zKx8Ios2UIlnrLxAXk2OGPHjsXYsWOxcOFCUce3tbUBABISEoY9Rv5Gjrn++uuh0Wjwu9/9Ds899xwA1hB6/PHH8eMf/9in8w07sZfCbS+GvkELXnz3OL47dg4Ae5H9+IdFuHzaGI/PlTq73J+bKBiZ7kKCvdlQq9UOyWiAY509FSr3uEs4U4oAhStKK/E7cboDq7YcwYCJPad7r83FtReNlfU9iWWvAqDXKbeNLdmkOZvGSfKTBgdZT8jRo0fxxz/+EVOnTsXixYthMBiwY8cOrFmzBgkJCfjRj37k9fuHldi7ctv7aykKF/uas11YvaUM59rZCU0ZqWy2/dhRoeO2B+SxpL0VRiIM/HKYQEI2OwAcrFFHN37ATyuk4SecuRMgJbn8pZx1HizElPiRKZ6A9NbugYoWrH3rOCw2OzRqFZbeXIhLpnge7OUv/CE4rgwfJUy8MxgMAOA0D4lsBMjm+KmnnkJ8fDzWr1/PrU+XXHIJOjo68Pe//x3XXXcdoqLcN2UTEhZiL4fbXgi5WD7dewavfnSCc9tfNnU0fvzDIhj17r/KYFuvfJTSmY8/GjcY1h7Z7JhMJthsNgd3aFRUJO/I0M+0DxbuBIi6/OXFlceFXPfR0dGSlfjtPtSIlz+oAMMABp0aj98+GcW5SVJ9FLeYLOwmzeAmE1/KEIKvr5WSkgIAaG9vH/ZYa2srd0xvby+OHz+OxYsXD5vLMnv2bHz66ac4deoUpkyZ4tX7h7zYC932crml+wcteH5rGfYcZd32ep0aP/5BEa6YnuHxuXK6yn21pOXMdPd0M/A9HMFo2Src7JDNBt8dauV9NwaDEdHR0bTTnAQ4EyBnMeeR1so0EJDvU61Wcx49f0v82C6h9diy8xQAIDpCi18tLkbuWOd15nJALHtP5c3BvmfT0tKQkJCAysrKYY9VVlZCp9MhLy8PJpMJAJxqBfEA+JLnFdJiL5xUJ5eLvLaxG89uPozG1j4AwJiUKPxyUQnGpcW4fZ7S3PbBtqQB6RITpXh/dx0T7cyF36qvvx9mc4TLTnMU33EVcxa2MlWSyz9ccFXiJ/a7t9sZbPmsGh99dwYAkBhrwJN3lyAj1Tv3sr+QmL07sZdy4p0/XoIFCxZg27ZtaGlp4Sz9/v5+7NixA/PmzUNUVBSioqKQnp6O77//HjabzcG637t3L3Q6HfLz871+75AUe1due6ld5AzD4LN9Z/Cfjyq4EYrzSli3fYRBOW57MZa0Etz2we6x701ZHz9Bz2ZjM6BdNT0BwNVAU0HyHWcuf2dlZnJ0lguHpkj+4G2Jn8lswcvvn8BXZaynMz0pEr+9pwTJ8caAnzsn9jKW3YmhoaEBHR0dAIDmZrZNenV1Nfr72dyu/Px8PPzww/jkk0+wdOlSPProo9DpdHj55ZcxMDCA5cuXc6/12GOP4cknn8TDDz+MO+64AwaDATt37sQXX3yBhx56iKu394aQE3thy1u5XOQDJivWbzuOb46wvZz1WjUe/EERrpw+xuPCoIQMd4ISGtQAwemxz9/UeJuM6K7OXlh2RhJl5BakkYa7MjM5OssF280bKMRYue6+e5VGh3+8XYb95WwDsQljYvGrxVMQGyVN+1tvIe1yDW4y8aVM0HM1JnfdunXYtm2bw9+WLVvG/XvXrl3IyMjA5s2bsXLlSixfvhwMw6CkpASvvfYacnJyuGNvueUWxMTE4JVXXsHy5cths9mQmZmJP/7xj1i8eLFP5x1SYh8ot/3pph6s3nIYja3sjmx0chSevG8mxiRHeLxgAtHLXSxK2HQowatArG9v3l9snb3dbnewioJd+hTOuHL58zvL0bwKeSDffe+ABc9uOYLK+i4AQEluMn73wGwYeaNlA32di7HsA5GNv2LFCqxYscLj8ydMmIAXX3zR43FXX301rr76aq/PzxUhIfbkJiYXkJxu+10HGvDvD07APOS2v3RKOn56y0TEx0a5jTGTzQcQWFFz9j7BzBXgn0+wvQoqlYq7yb19f8d59uKfRxY8VyNlaea5NHhy+YfbMBkp8bXMsKPbhBWvl+JMM5u7dNHEVPzsliLYLIMwMcEbnRzIBD2pB30FEsWLfSDd9i+/X46vShsBADqtGktuLMTVMzO4H9fV7jDYsWj+xaeUEr9gexVIMqJYoRfexHxPna/foTAO6qrZDM089x9XbmdnmebUw+I9TW39+PtrpWjtYpu+XDNzDO67Lg9qtWrYdR7ojRex7I1BtuyVjqLFPlBu+7pzPXh2cymXbZ+eFIlfLi5BZnqsx+cqYd47IdibDj5qtTpooQzym/jz3g6DcCTqquOq2Qw/+5m6oaXBk4dF+F0HchJcqFHb2IOnXy9Fdz8r5rddnoVbL8t0OzY2kLkWgyIteykg3sJQRJFi7y7bXspyLYZh8PnBs/i/D8phHmrMMGdyGpbeMsnjCEYlxKL5KGHTwf9OlFA/r9G47qjlCV/d+GLxxg2thI1kKCPG8mQYBlqtlguzhDPebGyO17Rj9dajGDDboAJw//V5uGaW594ifOQurwx0zD5UUZzYu3LbS73gDZpZt/2Xhy+47e+/oQDzZ411OfSGEOwWr0LI+Qa7rI406wnGjSV1fgDfjR+IQThCa8jZTHOa6CcNzr5rMk40MjKSftdD7Ctvxrp3jsNqY6BRq/DIrUW4aNIov15Tjo6KYrLxpYRa9hJgs9kcdt98K03KG+7MedZt39DCuu3TEiOxfHEJske7d9vz++0rIcaq0Wi4MpBgNKgh8Ddkdrvd6aCHQLy/lOGLYA/CcdbwhN/jnL8gKmHDGcqQ789sNsNqtXp0+Ye6hShGrHYdOIt/f1gJBqx7fPmdkzF5QqLH53mLuyFKRqPRYa11ZvAxDAMztexFoQixdzapTq6WrrsPncXL75dzrp+LJ6XhZ7d6dtsD4DoZKcFtTxYk8p0FAyV0CJSr1FHlpRtfzt/AWaIfv8Ws1DHQkQgRA3dJlc66J4bqd+1q/WIYBu9/XYc3P68BAMRE6vDru4oxYYzn/CUpcJbX4s7DNTBoAfkk7sbbSgm17H2EWCg6nQ5ms1k2t73JbMMr/y3HF4fOAgC0GhXuu74A1140zuOPR0Q+2I1pgOECS26IQBPsrH+5cya8mWcf6M8eyHrzUF3YpIIvPkB4h1fsdgYbPz2JT/c2AACS4wx48p4SjE4ObPtbAt/l7yrR0mIf5I43euhqKtVAtFAlqGJPfkgymIHf/ETKm6ahuRfPbi7FmeZeAMCoxAgsX1SCCWM8D2sgliOAoN/IzgQ2GEIvJutfTreZ2Pi8PzWx7jroKQlXiX7hZokqBW/CK0rto+Ds3rRa7XjxvRPYc4ztijcmJQpP3l2MpLjAt791hbNEy56+C+HLuBi2rzzfw8VfA6jYBwFnbnv+36Xky8Nn8dJ7F9z2F00chZ/dNglRRp3b5wktR2JNBwtXcelALybBzvqXIz7v7Hf1xrJXEiT5zJMl6m3msxJFK9i4c/mLiTcrhUGzDc+9cRRHTrGjV3MzYvGrxcWIjnS/RgYbu92O3r4Llr2KYTdixPIHHL1gI52Aiz3ftchPeAMgqdCbzDb8+8MT2HWAdUlpNSrce10BrrtYnNte7jGw3uApLh2ITYgSSg19ic/7+t3wnxfKOifs4+8s83mkd5mT6v4RG28O5gQ/oZXb02/Byk1lqD7bDQAozknCY7dPctugRkkMmi98hzqNihsPKyzxA4DIyEi/v39q2YuAf6EDjtn2VquVW8ilEJGzzb14dksp6s+zbvvUBNZtn5Ph2W3vKmcgGOKmBIEFlNH2NtDfQ6i48b3B3Sz5cIs/+4KU15Uw3ixFiZnUtHUNYsXGUpwdmgFyyeRR+OnNhdBqAlPCJgXEYwsABv2F8+Z//xqNBpGRkTCbzS6n+Ck15CIlARF7T9n2Uu6Wvi5txPr3jnNdlWYVjcIjt01CVIR3bvtgWdAEpXgXgt32NlgbjVB143uDMNHPWR9/ch/Q0iX/cFdixm+dHCiX/9mWPvz11YNo62Yt4WtnZ+DuBbkO130oQPriA4DeQza+sKufq5BLuHq5ZBd7V257/kIjxSLSN2jB/6zfy1nzWo0K91ybj+vnjPco0sG2XIWQvu7Bjjf5WtYmlSgEs/2vYwe98Bc5V/FnsgGOjo6mffwlxFXrZLld/iqVClX1Hfh/r+xHz1D72zuuysYPLvW8TioRM8+yN3pReiemykIY4hLTKreiogKPP/44amtrsX37dkyYMGHY46tXr8bBgwdhtVoxefJkLFu2DLNmzXI4zmq14uWXX8Y777yD8+fPY9SoUbjtttuwdOlSn38n2cTeVctbwLUr1h/rYcWGQ5zQA0DeuHgY9Bp09JiQGOs6o1SuUj9f8MVdLYe1JYXb3N+FI9ijgvmnPwK0fhhkMbTb7YiIiMDAwIDLFqfh0GgmmMjRVc4VR6rbsHrrEQyabVCpgIduLMAV00dL+XECyqCDG991noGn78tdid+LL76IV155BTNnzsTs2bMxb948ZGdnD1vjNm3ahBUrViAuznm4uL6+HnfddReys7OxatUqGI1GbNiwAUuWLMGmTZtQXFzMHfuHP/wBH374IZYtW4Zp06Zh9+7deO6552Cz2fDzn/9czFczDNnE3pnQy2mhJcQ6dm0rr+1AeW0HACBrdCym5SVjWkEKcjLioVGrvG4II/doQ3+9C1K5WYMdPlBOnoJ3bvxQtIq8IZz7+Cvtt3OXW+HPtMTvjp3HC9vKYbMx0GnV+PltEzGzMEW2zxEITLwEPVftcr1dG4Veruuvvx42mw3ff/89Vq1ahRUrViA9PR0XX3wxLrnkEsyfPx+lpaV4+umn8dRTT6GpqQnr1q0b9rovvPACbDYb1q9fj8REthvh9OnTMX/+fKxZswavvvoqAODw4cPYtm0bfvWrX+Ghhx4CAMyYMQPnz5/HsWPHfNYi2cSeuDzElmr5u6jnjUvAnqNsjej1F4/D4apWNLWxiSe1jd2obezGO7trEBOpw9S8FMycmIapeSkw6sR/aXItCsGOiwvPI1gLtpLCKd648UeaVStmnGwoJvop9XeUYpDMjn0N2LC9CgyACIMWTyyagsLM+MB+EBkgCXpajQoamRILExMTcd999+G+++6DxWLB0aNHsWfPHuzZswfvvvsu/v73v2PSpEnYunUrioqKsHbt2mGvwTAMdu7ciTlz5nBCDwB6vR7z58/Hxo0b0d3djdjYWLz33nvQ6/VYtGiRw2usXLnSr88hq9jzm+SIuZH8EVN+qcjiBXlYclMRmlr7cKiyBQcrW1Be2w6rjUFPvwVflTbiq9JGqFWsu39afgqm5adifFp0QHf5Smg3Swi22zyY8XmdTufw3uxIZb5lH9DTCTmIGIVyo5lQwdO0RGE5pcViwTu7a/Hul6cBAHFRevzpJxdjVLw2LH4Hk4jxtlJ5PRmGQWRkJC677DJcdtllAIDu7m7ExMR41I3Gxkb09PQgNzd32GO5ubmw2+2oqqrCjBkzUFpaisLCQkRFSdu5UFaxD+RUOL7Ym8w2GPVapCdH4YbkKNxwSSYGzTYcr+3AwYoWHDhxDu3dJtgZoKKuExV1ndi84ySS4oxD7v5UTMpORISH9ov+EOx2s0o6D7k2GmI+Cz9hVOiSVqtVsNuZEZGgJxW0j39gcTc7XqPV4T8fVeHj704DYEuQ/3D/dGRlxKOnpydIZywtYsfbSoXwtWJjxc0MaGtrAwAkJCQMe4z8jRxz9uxZzJkzB9u3b8f69etRU1ODuLg43HrrrXjkkUdgMBh8OnfZE/S8Od4fjPoLH2XQbAM/RUKtViM2Wo+LJhkxoyAFP/5BAU439eBQVQsOVbTg5JlO2Bm27vSz/Q34bH8DtBoVJmYnDln9KRiT4nn3JhYprVh/vje5rGmx5xTM+Dz/vc1mM2eV8l3SahVgB6AZcpkGqxFKKBPIPv6+orSYvT+Q79titeOFbeXYe7wZAJCZHos//eRiJMSwQqHT6cIisVKMZQ9IF6Lx9VohGzJnE0HJOjQ4yHYD7O/vx7Fjx9DQ0IBHHnkE8fHx2L17N1555RXU1dXh+eef9+kcZLXsA/EcAn9nN8irvXQWD1epVMgaHYus0bG47fIJ6Ok3o7SqFQcrW1Ba1YreAQusNgZlJ9tQdrIN//mwAqOTozCzKA3FOQkozEyETutbfEiudrPeuqpIeZ9c8XmllDs6b4V74b3JWFMi4sTlTMQfYGC3M7TjnAQovY9/qAsfYcBkxZo3juJYDZugXDAuDr9cNAUGjY1rYCb0YoXq9SzWsg+22BNr3NlaRzYCJPlSo9GgpaUFb7/9NhffnzVrFvr7+7FlyxaUl5ejqKjI63MI+tQ7qTA6iD170Yp1D8dE6jG3ZDTmloyGzc7g5JlOHKpswaHKFpxuYt1dja19eP+rU3j/K/a9puQkY1p+Mqblp7gt7SMoJctcCecRzPg8/735jZ70ej2XBW2329m4/dB9bTZb0Nvb6zIRTUz9LWU4cvXxH8l095nxzKYy1DSy69a0vGQsWzgRep2G28hqtVqH65nfQZFfVREK3zfJxje6yMSXEn8qslJS2KqH9vb2YY+1trY6HJOcnIzo6GiHRD4AuPTSS7FlyxZUVFSEttj7W9rGF3uzheEuXm8FTaNWoWB8AgrGJ2Dx/Dy0dQ2y7v7KFhytbsOg2YZBsw37ys9jXzmb/e+stM/hNRXSDU8J2e7BHKTDf2/+BpBcd2q1Gmo1u2jY7XYuSc82tEgKrX4i/GQDxa9kCEUrKdjQPv7+0dI5gBUby7gqpHklafjxTQUus9Q9dVBUQojFE4MiLXspNi4qlYpbH7wlLS0NCQkJqKysHPZYZWUldDod8vLyAAAFBQU4cuTIsOPINU+MNW9RlBvfH/gxe6sdkiUHJsUZcc3MsZg/axxUag1KK8/jYEUzDlW2uCztK8lLxvT8FBTnJiMhNlIRTXuCaU0DwY/P86se+Bnhrq5TtVrNld+pVOwmiW/1A+C8A5GRkdzfaZ95aRDTxz/UrFA5aWjuxd83lqKjh/WS3DhnHBZdM2HY9e3Kpe1sfKyrXgpK2myJjdlLgb9r1oIFC7Bt2za0tLRwVnx/fz927NiBefPmcdn3119/PT7//HN8+eWXXNY/AHz55ZdQqVQoKSnx6f0VY9n7C39n19tvkuVi1Gk1KM5NxpScJDxwYyGaWvtwcMjdzy/t+7q0CV+XNkGtAvLHJ2JafjKm5qXIVtrn6SIMdlldsD0KOp2Oi88TERHjeieWvd3ODLP6idjwY/3EHe2qzzy/4xzFO8Raob6U9wknwYUaVWe6sHJTGfoG2etq0TUTcNMl4/16TWGWv6sQS7A3s4GM2btbMxoaGtDRweZINDezSZHV1dXo72cNwvz8fDz88MP45JNPsHTpUjz66KPQ6XR4+eWXMTAwgOXLl3Ovdf3112PLli144okn8OSTTyIjIwO7d+/Ge++9h1tuuQVjx4716fwVI/ZsbbNvLhI22z6C++9BU2AW0/TkKNyYHIUbL8nEgMmKo6fauFg/Ke07cbodJ063Y9OnVbKW9jm7CINlTfPfJ6j97XniTD4/EXpRzx86Tlh6R16XWD0k0VFo9fOPE5afKWGhDFXCZY68FJSebMNzbxyF2WqHWqXCj39QgMumprs83lfhc9dONpguf7F19nKzbt06bNu2zeFvy5Yt4/69a9cuZGRkYPPmzVi5ciWWL18OhmFQUlKC1157DTk5OdyxGo0GL730Ep577jmsWbMGnZ2dGDNmDH7xi1/gwQcf9PkcVYxMvwqxpMRCblhvnkOep9VqYbVacduTH8HOAPddn4+bLs3y9pQ9YjAYYDab3V7IJMu9uqED+8vPOZT2ORwnKO1LT/K9gYJerx9WsxxMa5rMQCA74WDUU5PFCGBLWogQe3PjL33mS3T0mPHDuZlYPN+xGYZKpeJiySaTycHCBzBsPDI5F/5CSUILSrb6dTodjEZjyNRl88v7NBoN1Gq1xz7+ZPJcqHxGwjdl57D+/ROw2dn2t8t+NBHTC9y3vzUYDNBoNJzFKQX8qgq1Wh3QzdYjz36Djh4zbpgzDnfNz3F6THR0NEwmk9/rIMMwouvqlUhIx+yFyV4GvQYDJptD6Z3UuNsZ889nXGoUxqVO8KK0L5ITfn9K+4Dgt70FLli/wcj45/8OZMPjSwIoOV7YG58fNx4cHHT4fORz870KzmL9fKufP+qUxqL9w1OHOaXGnr3l4+/OYOOnJwEAkQYtnlg8BQXj44NyLmKrKuTwZJFsfFd98QFp3fihjKxufG++ZG8WY1fuaaNeK7vYe3M+BHGlff1obK3Dh9/WeV3ax38/JcTniZB566XxF2e/A3GdE+vZmxIuZ258soBZrVZRn08Y6wfgcA42m43zaAmbztBWs/4jpo8/+U7VarXiN1cMw+CNXTX47zd1AID4aD2evLsE49KiRT1fyppzVzhz+ct1TXMx+wAk6IU6ionZi8VdGRtJ0jAFUOy9LatzWdpX0YKjp9yU9uWnYFp+stPSPsC3WQRSQxbSYCcBkkQ8YlGQMi4yn51Yz0T8nX1XVpsdXX2sSHx/7DzGp8VgZlE6kiP1XCMeX86R//+urH7y2kqx+sNpg+Gsjz+5JqKiohS9ubLZ7Pj3R5X44lATAGBUYgR+e08JUhMiPDwzeMiZX2G12WEb8rq5StCTMvmSWvYBhN/H3NlFQWrtSVMdqRF6H0iMyp+YNCntu2bmWFisdpTXtnPDe84JS/u+ODWstC8mkhV4EpsMVv08vyNfoJvMOGuUw/+t+GVcxHomwk+a6fCt/p5+M1ZvPQKLlRXTtm4TXnj3OPDucWSPjkVxbhKm5iUjNyPOYWCOt/CtfnKe/GuJNOwhcVCh1e9PBjoFDveLwWBAf3+/y81VsPv4my02/POdcuyvaAEAZKZF4zd3lyAuenj7VXcEwrJ3B/kepXD58406V5Z9qAu0lCjKje/qOWKzyi+Ivbw3pVxZ7jqtGsW5ySjOTfaitC8BM4vSMD0/FaOTjQG/uF25zgN1HvywBX9xcPX+wpguSeIi4l/X1IX//fd+nG9nN1pRRi2MBg3aukwAgJrGbtQ0dmPbl7WIitBiygRW+ItzkxAf7duACoKr8j6++DtrNevPjHPKBfhC5GqUbDAyzvsHrXh2yxGcqOsEABRlxmP5nVMQaQwpW80prhopiXH5myy8WfZuSu8AatkDIWDZe+MmJ4115E7QI24/ua1ocaV9HThxugOvbT/hUNo3eUKiQ6MhOQhmxr9wkyGmUY4zuMEhFgsOVbbiH28dwYCJvX5umpuNJTcWQaUCas924FBlC0pPtuLE6Q5YbQz6Bqz47th5fHeMDbdkj45BSW4ySiSy+gFwWfzOrH52Mp/arTBRq983xCT6BSLjvKvXjBWvl6LuXC8AYGZBCh65rQj6MIxRO2ukxPe0AHD4zh0te+cJeqHeQ0FKFC323maVByJmLxyqEygiDFrMKhqFWUWjoFKpcKa5HwdOnMf+E+dwst7z1D5/Svuc4al+Xs5dsHCT4U2jHGcwDIMPvq3D5h0nwTBsXsVPbp6I6y+ZwHkKcsYlY8LYJNx2pR29/SYcqW7B4cpWlJ5sRUsnO62qprEHNY09eHfI6i/OSUJJrvxWP7+0jP/9COOi1Op3jhgPpNgmM1L28T/fPoAVG0txvmMAAHDFtNF48MZ8vzaRUrWODQSuPC3kO1frLvweEQbfWsiOJGR344tFaJXxx4+K3ZXJ6cYn5yNVG15fIRd8ZroGGSkRuHleJvpNdhyuasH+8nMiSvtSUZiZ4Hdpn5wT89whjM972yhHiNliw0vvn8DXZWzSU0ykDr++ZzqKc1MdEvH4sf7Y6AjMnToelxSPhdVqRf25bhyqbMHhqlacqOuAbcjq33P0PPYcvWD1T81LRkluMnJktvqJRUqOIwtksN3R4YTcffzrz/Vixeul6OxlBe2Hc8fj9iuzQ96V7CvOPC09vQPc4/FxUYiKihrm8qcJehdQnGVPLBhfXMNGzrKXToz5ViS/TCcYuBoiExulx+XTMnDJ5FFelfZNL0jB1LxkUVP7AMce88GoAed7evgd63y9CTt7TFi1pQwnz3QBAMaOisb/LJmNtKQomM3mYY1xnMX6tVrtcKv/JCv8zqz+d3bXIjpChyk5iazLPzfZ6yQrIc6sfn6lAX+DGix3dDgjdR//irpOrNp8BP1DnUDvWZCL6y72rUWqkGAn6EmF3W5H34CJ+2/GxubskFJbAJJ5WAhU7CXGn2YwUsfsha5qX6cN+Ys3CYFylfYJS9sCjbeJeJ6obezGyk2laOtmF4zpBSn41d0zEWHQDGuU4wx+rH+Y1T9tPC4pYa3+unPdOFTZjNKqNs7q7x2wOFr9Y2IxNTcJJXnJyBkTHKuf744O9YYzwcafPv4HK1rwj7ePw2K1Q6NW4ac3F+LSKWnB+iiKhh+u1WnYTpYAhrn8AbaLntRhllBDEW58ftIbP/vYWwwSuvGdWdHB2BGLSYJzZ916W9oXG6lDSR4r/KS0L5j97YUbHf7wGV+F/rtj5/HCu8dgHsrmveWyLNx7wySowHbE8xZnVj/5znLHJSNnbBJ+NGT1l51sweGqFpRWtaG1a8jqP9uNmrPdeGd3LWIidZgyIQkleUkozgm+1U++a5KrEo7IabEJ68xd5VPYbDbs3FeP9e+Vw84w0GvVePyOySjJTZLt3EId0lAHcMzG59+Per0eej3bG4Nc176EWfzxICqFoFv2fDHz18Vk5CXo+frjeLKiA/mDk4VXKpEVU9rX3W/BV6WN+Kq0kZvaN6NwFKblJyMjJVLU55dqU+SqUY6vv4HdzuCd3TV4+4saAOz38fBtk3H1rMyh7F5pPBZCy45v9c+bNh6XurH6e/ot+PboOXx79BxUKiB7dOxQhn9SUKx+nU4HjUaDyMhIjz3mQ5lAfRZ+a1m+Bfrfb05jw0cnAADRETo8ee80TBgdLfl5hYsbH7jQKhdw3y5X6I10F2YJ5wTWoIq9UMz8dZOT3Z3NzsBqY6DTercwetsNT068bXvriwA6K+07WMFansKpfRs/hlelff5uivjXhrNGOd4yaLbhhXePYe9xdvxkfLQev7t/Jgoyk3zuiCcGMVb/bVfY0Ddg5qz+w1VtaOsaBMMAp85249TZbryzu4a1+nOSMHUowz82Snqrn5/hTxIfNRoN+vr6HJLQ+D3maazfN8g6s2F7BT7aUw8ASIw14KkHZyNrTLwkiX7hDLHsVSq4TDh2trlxthl3lcDKN/jcTWWtqKjA448/jtraWmzfvh0TJkwY9vjq1atx8OBBWK1WTJ48GcuWLcOsWbNcvubp06fxgx/8AMnJyfj88889fyEeCIobn5/oJRQzf0Qigic+g2YrdFrxi6GYMr9AuHKCNZbWWWnf/hPncODEeY+lfdPzU5GWFCnZuUgdn2/tGsTKTaVcsmLW6Bj84YHZSEmIdJhYFwhEW/1NQ1b/SYHVf+Qcvj1yweonGf4TxsTKYvWTZFmz2Qy1Ws1tgt2VnoWb1S8XNpsdL/+3Al+VnQMApCdF4sl7ipESp0Vvb6/TPv5iu8u5Irwse/Y+Mup8b+LlqZ/CI488gtraWlx88cW45JJLcOmllw6bfLdp0yasWLECcXFxTt+jvr4ed911F7Kzs7Fq1SoYjUZs2LABS5YswaZNm1BcXOz0ef/zP//D5SFIQcAte2EMWsoLjx+3GTTbECNCf9xtPFwdLxdK8CwIS/tumZeFnn4zDle1sk1lRJT2TcxOgi9OGqka5fCpOtOJVZvL0DVUwnTx5DQsXzQNep24RDw5cWX163Q65I5PRs64JNx2JWv1l1YNxfpPDrf63/5CHqs/IiICarUaJpOJm3lANip2u517TFh6Rq1+z5jMNvzj7WM4XNUGgC3N/PVdxQ6/m7M+/vxEPyX38Q8E3BAcN93zvN3cCPspLF26FNu3b8d3332Ht99+G2q1GsXFxbjkkktw+eWXY2BgAE8//TSeeuopNDU1Yd26dcNe84UXXoDNZsP69euRmJgIAJg+fTrmz5+PNWvW4NVXXx32nLfeegulpaW4+OKLUV9fL/r83RFQsfcUg/b3YuX/6GIa68i58fAWf8bSSnXers4hJlKPeSWjMc+LqX1T81NRMtRDXkxpn9SNcgDgy8ONeOn9clht7Pdzx9U5WLygEAzjWyKe3Liz+i+bPh5zp16w+g9WNqO0qhUVdZ2w2Ydb/RPGxHKlfd5a/SqViktkIp4Pci6A81g/3+p3ZZEqNRM60NZu34AFq7YcQWU9W/I5KTsBv7hjMiIMrpdjdwNlRmq7ZJKILefEu4KCAhQUFMBut6Orqwvff/89vvnmG7z22mv45z//iY0bN2Lr1q0oKirC2rVrhz2fYRjs3LkTc+bM4YQeAPR6PebPn4+NGzeiu7vbwVvQ2tqKlStX4sc//jEaGxtDQ+zJIu2N9eyP5WwUWPbukDr5zVe89Sy4e51AnIPY0r7vjjbhu6NsoxpPpX1SN8qx2xls+awa//3mNAA2eWfZ7cWYN22cw4KpZMRY/T+60oaevqFuflWtKK1qRVu3CQwDVDd0o7rhgtVfnMOW9hXnuLf6idADcOn58NTDn/xbOOJUqoYzoUxHjwkrNpbiTHMfAGB2USoevrXI6yZXvvTxD7fWscSy1wdoln1GRgZuv/123H777bDZbGhra0Nqaqrb5zU2NqKnpwe5ubnDHsvNzYXdbkdVVRVmzJjB/f0vf/kLEhISsHTpUvzxj3/0+9wJslv2gbSeHcXe9SLi68x3qc9dCZ4Ff8/BVWnfoapWNLWyC5q70r6E2EiuG58UjXL6B61Y+9ZRHKpq5c7v9w/MRE5GgqyJeHLjyuqPj43EZdMzMXfqOFitVpxu6uK6+VXyrP5vjpzDNwKrf2peMrJHX7D61Wo15x4WGyv0lOFPrPpQtfqlpKmtHys2lnKNlq6eMQb3X5/nV64FIK6Pf7A7f8oBKZ315MaX45rSaDQehR4A2trYME1CQsKwx8jfyDEAsHv3bnz88cfYsGEDN7JcKmQXe51OF7BaRqNDgt5wy16K5DepYvbBrF3nn4NGo5FsISClfSV5KViq1+P02XaPpX0FmYlDSWZJXGmfr9/x+fZ+PPN6KRpa2E1G3tg4/P6B2UiINQY8EU9O3Fn9eeNTkDsueZjVf7iqFe1urP4ZhaMwoygNWq3Nr6ZJ1Op3Tm1jD57eVIruPnbTc+tlmbjt8ixZcoDc9fEHgIiIiLDYYJkC4Mbn48tvRX4HZ8JNtIiEFPv6+vCnP/0Jt9xyCy666CI/ztQ5srvxveltT57jK+5i9kpIfiO4ansbSPzJERDL6JRotrzPTWlfeW07ymvbselTICnOgKl5yZiam4xJE5IcPDWeOF7bjtVbjqB3gP1tL582Go/ePhVajTroiXhyI9bqr23s4ib3Obf6yzBhTByXa8G3+n3BV6ufX//sb/a5GOSusDle24HVW45gwGyDCsB91+dh/qwMWd+TD9kYWiwWREVFOW0ww6+kCBWIG9/dOhHs6gMSEnOmOWQjQHIu1qxZg/7+fvz617+W5VyC3lRHSlzF7MnglmAnrshVVuft6/gaxvAHUtp30aR0aDQa1Jztwt5jjThU1YKTZ7rAMEBblwk795/Fzv1nodWoUJSViGl5yZian4y0RNelFZ/tb8B/PqyAzc5ApQLuva4At16Rq9hEPDlxZ/XnZ6Ygb3wyFl7FWv1lJ1tQVt2Ow1UtXIZ/dUMXqhu68PYXNYiN0qE4h/W6FOcmISZSvrp+8jd3bWblFCW5BGFfeTPWvXMcVhsDjVqFh28twsWTRsnyXmKxWq2c0PA3WBEREV738Q8mgUjQ4+PLpjAlJQUA0N7ePuyx1tZW7pgjR45g06ZNeOqpp2AwGNDXx3onSb5FX18fdDqdX659RYm939n4OseYvdTi6s/zAzH73dMult+WOBg5AnxvQkZKBEZfloWb52Wip9+Csuo2HK5qRdnJNq6070h1G45Ut+HV7ZVIT4rEtHw2zlw4PgFarRo2mx0bPq7Cp3vPAGA3FMsXleCiyWNCJhFPbvgbXCK2xOq/fEYmLps+HlarFTVnO3Gogq3rr6xnrf7uPgu+LmvC12VNUKmAnAzW6i/JlcfqF7bKJnX+5DihKAXC6veHzw+exf99WAmGYdem5XdOxuQJiZ6fKBPOEvTE9vFX4oREExezD0yCni+kpaUhISEBlZWVwx6rrKxkQ295efj3v/8Nu92Op556Ck899dSwY6dNm4ZbbrkFK1as8Ok8AIWJPeCfS02tVsGg08BkscFssTsIm5R4ewGFY3zeW9w1yomN0mNucTrmFqfDZrPjZEM3SqtacaiqBXXnegGwyU0f7anHR3vqYdRrUJiZgOaOAZwdis+PSozAHx6YhfHpcTCZTCOi9Mhb+IJK3It2ux1arfaC1X+1Dd19gygbquk/XNWKjh421n/yTBdOnunCW59fsPqn5iVhSo58Vr8zD0CgrX5vYRgG739dhzc/Z9syR0fo8Ou7ipGTEevhmcHFXR9/0stfSRMSxcTspQrR+PM6CxYswLZt29DS0sJZ+v39/dixYwfmzZuHqKgo3Hbbbbj44ouHPXf9+vU4ceIEnnvuOSQnJ/t8DkAAxD7QMRODfkjsrUzQhI1PMFzmQgIRn3eFt41yNBo1CsbHo2B8PO68JgdtXYMoPdmKQ5WtOFrTDtNQad/hoWx7gA3fXDQpHQMmG/oHBqGCcqwPpUEy7kmIg98KlIztTYiNwhUzozmrv7axi7P6K+o7YXdh9U8d6uGflR54q59fcx5MV7TdzuD1T0/ik70NAICkWAOevKcEY1KiAnYOrvC29I7fxx9wPiExmIl+YprqAPKWGjY0NKCjowMA0NzMtuKurq5Gfz87ZCw/Px8PP/wwPvnkEyxduhSPPvoodDodXn75ZQwMDGD58uUAgNGjR2P06NHDXv/tt9+GXq93KM3zFUVZ9lL8KBEGLbr7zOgftAQ1rhfItrfuXjsYmw2hgPjTKCcpzoirZmTgqhkZsFjt+ODb03jnixquUQ7Axu7e/6oG73/FZpeTsrLinCRERwZnLLESIZaws9I6/jRBcuywWD/P6j98shWlVW3DrP43Pz+FuCg9281Pot9ArNUvrDkX22lOqvIsq82O9e+dwLdDo4vHJEfiyXtKkBTnualUKCAs7+N3TQxGJYUny17KvgKu1qt169Zh27ZtDn9btmwZ9+9du3YhIyMDmzdvxsqVK7F8+XIwDIOSkhK89tpryMnJ8fvcxKJiZDa7vREZlUrFjSP09rSIy+nRVV+g7lwPrpqRgZ/dOsmXU3aLwWDw+JkCEZ/3dF78+HwwYm3ETSxVoxyGYbD9u3ps/KQKDMOGbG67YgJioww4UH4ex2rbYLMJF3Egf1w8m+Gfl4xxo6JDfkylrxDx4ydniYVv9RNrm7hza852Xsjwr++C3T78N8jNiOMm9/lr9Qvhiz7fY+TM6icbT6HVHxkZyZUD+sqg2Ybn3zyGsmq2ZjonIxa/WlyMGAVtNonno6enR/LX5vdPIPMU5MypsNsZ3P3nLwAA91ybi+suGjvsGJVKhejoaPT39/vt0VSr1YiKCr53xh8C4saXG35MnIw6dNdUR06C6TInBDs+T+p5pZpYZ7Ha8X8fnMAXhxoBAFERWvz67umYVpAGi8WC+TNHY8BkxbFT7Tg0VFNOLM6Kuk5U1HViy2fVSIozYmpekk+lfaGMXq+HVqv1uamQO6u/ICsV+ZkpuJ1v9Ve1ovRkKzp6zGAYoOpMF6p4Vn/xUJKfEqx+sklQq9U+hxx7+y14ZnMZqhu6AQBTJiTi8TsmK+76kjOkGug+/mbeLHtjACz7cCDk3fjCmnXDUGMdT+1y5WCkx+eBC98BAIdz8FXou3rNWL21DBV1nQCAMSlR+MMDszAmNcYhES/CoMXMolTMLEoFwzCoO9fLdZI72UBK+wa50j6dVo2izATW6vdQ2hfKGAwGbmCNVNeDMMOfWP2JcdG4fEYU5k0bx1n9BytYq7/qDGv1d/WZ8VVpE74qZWP9uWNZq39qbjIy02NkifUT4SfnLuw0p9frodFoEB0d7XV/+bauQax4vYxLFJ0zeRSW/rAQWi/b34YTgejjTzLxAffZ+FIRDh5BRYk9QcwO1FVMnCRriBmE4wvOzitYY2mFEIs6GJsNYVkfWUCJdeULp5t6sHJTKVq72Fr5qXnJ+NXdMxAdqXfbEU+lUiEzPQaZ6TG49fJsdPeZh5X2Wax2lFW3oWyotG90ciTn7ielfaGMs2E2ciDG6r/jGhu6ewdRWsUKv4PVX9+FqvouvLnrFOKi9Vxp35ScJERHyG/12+1s1Q4RHk/95fk0tvZhxcZStHax7v8FszNwz4JcScMUUhKsBjO+9PH3BN+YC0TMPhwISTe+u254xHUmp2XP/0zBdpmT8yEXdDA2G/zfw2w2c4s/Kdfhu1PFuvD2lzdj7TvHuE3bD+Zm4oGbJkMFxuuOeM5K+w4PuZtJaR87te9Cad/kCUlcXX9CjMGHbyV4uMq4DwTOrH6NRoPE+GhcMTMKl01nrf5TDRdi/ZzV32vGl4eb8OVhgdWfl4zMNHmsfvLdkMxzodUvLDsjolRV34FnNpWhp59df26/Mhs/nDs+LCxAOfGmj78776SJ58Z3lY0v5W8RDr+r4ix7TwuTJzd1IMSefy7B7szHHz0ajJnW/N+DP8iG/De/fSvpAMUXfqHFyTAMtn1Zizd2nWJfX6PCT2+ZhGsvzobVaoXJj77tgGNp36JrctHWNcj1jueX9u0/0Yz9J9hSmsz0GK6TX86YOMVaboD7jPtAQwRV6M7V6XQozE5FQdYFq/8wsfqrWtHZGxirnwgMAE58yPVIrk1h2ZlOp0P56S78bcNhDJptUKmAB28swJXTh5dNUTzjro+/u5bJJhGWPYFa9iyKE3vA+S5K7BjWC2Ivj5VNLhx+roAS4vNE8AOJu0Y5BFftW8miz7+ZBwbN+Ne249gzVLoUF6XHk/dOx6ScVNkm1iXFGXH1zAxcPZMt7Ss/3cGKf2ULzrUPAGDDCaebevDul7WKLu0jYkRcpkrDndV/5cwoXD593FA3vy6PVn/e2HhW/H20+vneD5PJNMzl78zyt1qt+P7YefxzWzlsNgZajRpP3DUNlxSPUVSzGVcEu0+8GMhaIRyUNCzRz97FPcedZS/F5/V3QJtSCAk3vjdjWEmCnlwxewAOLutgIUwGDKTYe9soh4+roS09Azb89dVDqD7TCQAYnxaDPzwwC6OSogLWEU+nVaM4JwnFOUm4//p8NLb2cVZ/+ekO2Gzs4Bh+MxmllPbpdDrodLqQaRPMt/pJqRzxSvCt/q6hWD+bb3HB6q+s70RlfSfe4Kz+ZEzNTcJkEVa/p1G+QuEH2Ov2071n8NrHJ8EAiNBrsHzRFEzMisXAwIDLZjNKazEbSjhL9ONKKHFhvYuONEKtVstqdFGxlwHhjUF+XLGNGuR045OsY75rMtAEOxlQuPHypVEOgVj9FafbsGpzKTp62M3TxZPTsXzRNBj0mqBaSaOTozA6OQo3zBmv6NI+kgwpl/dDbvjeHcDR6k/iWf0WC9vDn2zAqs50gmEwZPU34svDjVCrVcgbivWX5CYhMz1mWI6NXq8X7f0gNePvfV2Pt79g29/GRurwq7umIDMtmnP3u4tBK8XqD3XB4l8jXT193N9jooyIiooYlugnpScj1L87QIFiD1z4Yn0pZSMLrMVqh83OTpqSAnIufNdeoHGXmBiIc+L3M5CiUQ4AfHukCf/aVg6Llf19F145AXddWwSA4cITZHPhbZKflCi1tI9fWqfEYTC+4MrqNxj0KJowCoXZqRes/spmHD7Zxln9djvDbcC27qxGfLQeJXnJKMlNxrT8VCREGrxqLGS3M/jPRxXYsY9tf5sSb8Tv75+G9KQoB6vfZrNBpVJxQkM8A65i0MGy+sPFy8A35qyWQfT12YclVJK1iRiL/hAOYi97Bz1v3d0kjktuFm+t1y8ONuCf7xwDALz2x6sRafRvPyO0pIm7PNAWlKfERH63PLnenyQj8hPxfL0J7HYGb+46hW1f1QJgXeiPLpyCK2aMH7YY8939pPmJuyS/QMOV9lW2orS6FX0Dw38DqUv7SGkdAJhMprBZxD3Bt/qJ1c1uDKw4dbYThyvZAT7E6nd8rgr54+JRPNTKd3ya+7CLxWrHP985hu+OsTkkY1Oj8bv7piIx1nn7W0/d/PgtZjUajUOL2UBY/UajESqVCgMDA7K+TyD45PszeO2TkwCA1/94xbCcDbK54jdL8rWPv91uR1RUFFfaHKooUuzJj+OLq3zP0XNYvaUUAPDSk5e7vDHF4KztLT9JMFCISQaUS+yFiZH8G8VXoR8wWbHu7WM4UNECAEiMNeB3981E3vhELtnPHfzFXtiaM9jJUa5K+/hEGNjSPiL+3pb2CZPLRorQC+Fb/UQ8ybXQ2TPA1fWXnWxHZ+/w2HxCjB7FuazVP2VCIqJ4sf4BkxXPbinD0VPsHPL8cfH49d0lXlUBkA0p//cRtvJ11mJWLqufDAkaHByU9HWDwftfn8Ybu2qg06qx4Q+XOz2GbG5MJpPLTZaY8DDDMIiOjuZ+t1BFUVsVIioAfBZTfpzUnyQ9b3MF5ECp8Xlybr7Q3DGAlZtKUX+eFcGcjFj8/oHZSIqLgNlsFiXWrpL89Hp2zGow3f1iSvsGTDbsK2/GvnLvS/uUVFoXbNzF+pMTYnDVrGhcNSsLdjuDk/VtOHDiPA6fbMXJM2zYpaPHjN2HGrH7kGOsP3dsHDbvOIlTZ9n2t9Pyk/H47VM8TlcT4qqpDzlf8m9SDcAfLCO23nykIma8LcFZCSi/na+nPv6e1pCKigo8/vjjqK2txfbt2zFhwoRhj69evRoHDx6E1WrF5MmTsWzZMsyaNcvhuGPHjmHNmjU4fPgwACArKwv33HMPbr75Zo+fUQyKyMbni5q/MWC+2A/4KPZKaHvrLj7vDKlFjd8sSIr+9gBw4nQHnt1yoRHJ3OJ0PHbnNOi0ap+bv7gq7ePX9PPFP9D4VdqX65hZTjLufRlmMxIQxvpJB0G1WoWCrBTkjU/CnfPtDlZ/aVUbuvocY/18ijIT8LNbirwWeiHOmvrwr0kS5xcKkpTjZKWa7qcESLtco5tWua4S9ITGgqs+/ocPH0ZqaioSExNdrnubNm3CihUrEBcX5/Tx+vp63HXXXcjOzsaqVatgNBqxYcMGLFmyBJs2bUJxcTEAVujvvPNOFBUV4ZlnnkFkZCTefvtt/OY3v0Frayseeughr74fp9+H3G58AG4tEKH1SNyzvlr2NWe78Ot/fgcA+N+fzEZhZoLo54qxpP09PzH40t9eyvCCq0Y5/gj95wfP4pUPTsBmY6BSAYvn5+H2q/M5V7QcuIrvBsvqF+KstI8Pv7Rv9sR0ZGckiApzjHT4Qk82kW5j/Q2dOFTVgr3HzzsNuxCrf+pQop+nWL+38K1+/mAeskHg15v74oYmSDHdTym8/N8KfHGoEWOSI7Hy5xc5PcaXsAW5RqxWK+bOnYu+vj4UFBRg7ty5mDt3LqZOncp5EPft24eHHnoIf/zjH9HU1IR169YNs+yffPJJfPLJJ/j888+RmJgIADCbzZg/fz4yMzPx6quvAgCWLl2KgwcP4vPPP0dMTAwA9rq46aab0Nvbiy+//NKXr8mBgLjxXe2wXLnK/bmR+DtwbxrreGNJy5mZGWyvgphGOd5gs9nx+qcnsf27egCs5+UXd5ZgTnGG7Baq0NLzppNfIPC2tC85zoiSETi1zxv4iYt8b5Gza4HNfdBjYs4oqNQabN9Tz71O1ugYtHeZhln9Wz6rRkKMgdfNLxGRRv+7+QGurX5i1Xuy+l25ocMR0i7XncfFF08G/3t///33sXfvXnz33Xd499138fLLLyMyMhKzZ8/G7bffjoyMDGzduhVFRUVYu3btsNdiGAY7d+7EnDlzOKEH2FLZ+fPnY+PGjeju7kZsbCwWLVqE22+/nRN6gL0u8vLy8PHHH8Nut/udMxC0mL1combUX/hIYmP2wZ4UBwQ/Pu9PoxxX9A1Y8PybR7kZ3ynxRvxhySxkjY4PeE24N538gnENOCvtO1zVisMn21BV3wGGAVqdlfYN9e8P16l93iCcCeAKYSJr2ck2PLulDCaLDWoV8POFJbhyRgYsFiuqGzrYKouTF0osO3pM+OJQI7441AiNWoW8caSuXxqr31msn++N4sf6XXWZc2b1h0IHPbGIidn7+zvEx8djwYIFWLBgAaKiolBRUYFvvvkGX3/9Nd5//308//zzbp/f2NiInp4e5ObmDnssNzcXdrsdVVVVmDFjBi677DKnr3Hq1CmMHTtWkuTAgIu9p254/rqLjQ6WvftFW2wLXuH5SY2zrP9AImWjHEJjax9WbipFY2s/AKAwMwG/vW8m4mOMiqgJV3KSn0qlQvaYOBRmp2LRAgYt7T0oPdnqUNrnMLXvo/Cb2uctviYufl3WhH+9exw2OwOdVo1f3DEFsyelAwAMBj0m5aShKDsVixawsf7Dlc04XNWGsupWdPdZYLMzOHG6EydOs1Z/YqwBxbms92XyhOBZ/c6Sz8IJMZY9IN16rVarUVRUhKKiIvzkJz8R9Zy2NtbISUgYHkomfyPHOOONN95AZWUlnnzySR/OeDgBdePzm7LIZdUZRIq9Ny14hUjpxpfKq+DrJkmORjlHqtvw3BtH0DfI/sZXzRiDh380FVqNKuBT2MSgtCQ/oXDFROq8mtrnb2lfqOFtVzzCx9/V49XtlQCASKMWv7qrBEWZCcOmsvEz/K+eHY0rZ2Y6WP2HT7aiesjqb+824YuDjfjiIGv154+70MNfinbK7jL8hdn+wuQzlUrF1Z7zP2MoItayl2Kt8fU3I9ciMSD4EC+qKw/U559/jr/+9a+YM2cO7rnnHp/eX0jALHt+rbicC6ZWo4ZWo4LVxriM2Qdi0yEGqUMZ3l6U/PcncWt/PCsMw+CTvWfw2sdVsNvZRLwHbijEDy/LCan6XlflXIHo5OdpmI0vpX1Zo2MwNTc0pvZ5C3FfezMTgGEYvLHrFLZ9yTZ0io/W47f3TkNmesywY13lffCt/jvns938nFn95ac7UH66A5uHrH7SxnfyhCS/G36JtfrJcdHR0dx/k+Q1fnlfsL1t3kCy8Q1usvGlwtf1kOSOOLsuyb0dEREx7LG3334bTz31FGbOnIl169ZJ1swnIGJPMkjFWND8OLGvC6lRr0XvgMVpzD5Qmw53KCE+L3WjHKvVjn9/VIFdB84CAKKMWvzyrqmYWTQ6ZIazOCOQSX6+DLMRU9pX29iD2kbPpX2hBvm+vMn/sNsZvPLBCe46HZUYgd/fNw2jROQ8CD1A7qz+k2c6hsb2tjlY/Z8fPIvPD569YPXnsQN8xsps9ROsVit3LbsqOSNro9I8cHwCadn7SkpKCgCgvb192GOtra0OxxBeeuklPPvss7jpppvwt7/9zalXwFcCIvbCC05ujHoNegcsDm58qQTW34tHSfF5s9nMLQiA70Lf3WfGmq1HUH66AwCQnhSJPyyZhbGjYkN2OIsz5EzyIz3u/fm+/JnaNy0vWRLBCRRk+I83ExHNFhvWvn3sQjOjtBj89t6piPcxzOHO6p+cm4aJE1KxaL4NnT2s1V96sg2lJ1vR0y+w+necRFKsYaibnzxWv7PkW77Vz/dehYLVT2L2Sq5ISUtLQ0JCAiorK4c9VllZCZ1Oh7y8PO5vb775Jp599lksWbIEv/71ryW/FxXVQU8qDILJd3IIrC+7xmB35ZOjUU79+V6s3FSK5g7WiizOScKv75mBmCiDIhLx5ESqJD9+W08pvy9fp/ZNy0vBxOxExS6k/I2RWKHvH7Ri1eZSHK9lN6RFmQn41V3FfifQEdxZ/SmJMbjmomhcNeuC1X9oqIf/qbNDQ5SEVv/4eG5sr7+bMP5URH5bYWfd/MxmM3ctO50jrxCr35NlT76vYJ/nggULsG3bNrS0tHBWfH9/P3bs2IF58+YhKioKANtU509/+hMWLVqE3/zmN7Kci+LEXho3PnsBmMy2oAssQe76eU/flRyNcg5WtOAfbx3lNlXXzxmHH/9wCtRqZSbiyYkvSX6uasLlQFjad7qph7P63U7tU1hpny8bo85eE/7+2mGcbuoBAMwsTMGyhZOhF9Fq1VfEWP2LbTZ0dJNufgKrv7YD5bUXrH4yuW9SdqJXVr+zjZHYWL/wWiZWPwCHHv6B3tAzDIPBIcve1W8opVXs6rUaGhrQ0cFuHpubWW9RdXU1+vvZCqT8/Hw8/PDD+OSTT7B06VI8+uij0Ol0ePnllzEwMIDly5dzr/X3v/8dERERuPHGG3H06NFh75WVlYXo6Gj/PkcgOuh5K7QGg8EvUfzjy3tRXtuB2RPT8PsHZkl6QZKMVuICF3N8IOLzarUaOp3OadkRP09BikY5DMPgv1+fxpad1WAYQKNR4Sc/nIjr5mTTnu1OcNW9jfw72MNsgjG1z1t8nfLX3DGAv756kMtfuGL6aPz4pkJoNMErTXR1PZgtVlRzVn8rTp3thvBjEqufdPMbmxrl8j72ZfyxsJsf4Di8h2/1k7wf/kY3EFa/xWrHfX/ZDQB44IY8XDMzY9gxarUaUVFR6Ovr83vt529y+Dz55JPYtm2by+ft2rULGRkZOHXqFFauXIl9+/aBYRiUlJRg+fLlmDx5Mndsfn6+23N47bXXMHv2bN8/BMJU7P++4SAOVragJC8F//PADMkvPrHnF8j4vDOxd9Uoxx+L3myx4aX3T+DrsiYAQEykDr+5ZzqK80aFdCJeoCC/CbGqlDaul1/ad6iylRtYxIeU9k3LS0ZJAEr7VCoVjEaj1xujunM9+NuGQ+jsZTOfb56XiTuvzlFUXgLf6heOb24nVn9VK8qq27iZEnyS4owoySVdFRMRYWCtfl+E3hnCyX3CVr5kjSOT+1QqlYO7X45crd5+C37yzNcAgKU3F2JeSfqwYzQaDSIjI9Hb2+v3+u9K7EMNxbnxAf8a62g0GkQMxeH6BwOf6U4IdvhAjkY5HT0mrNpchuqGLgDsfO8/LJmF9ORorxKlRjJkYSQbI76LVAmd/NyW9p1qg8liD2hpH+mK563HqKKuA0+/Xor+oV4P916XhxvmjJfsvKTCXax/VFIs5l8Ug6tnZcJsseJkfTsOV7U6WP1tXYPYdeAsdh04C41GhYJx8ZhRlIYZBaMwKkEvSUKxp8l9drt9WKxfp9Nx3Qz53fykWI9Jch4gf4Kev6FOJRGwpjqBgAisQcdenP6MuPWHYPS3599E/I2GVI1yahq7sWpTKdq62QV3RkEKfnnXDERF6MI+EU8q9Ho9tFqtQ8a9qyQ/slAGe3BPMEv7fO2Kd7CiBWveOAKL1Q6NWoWf3TIRc51Yf0rEVazfaNBjSl46JuWMwmJi9Ve24PDJVhwZsvptNgbHaztwvLYDGz464dLq9xVnsX6+8Atj/XyrX6vVwmg0OvTw93Uzy6+yUnqCnpJQrGXvLXyB1Q+JvTeDcLzB1fkFu34ekL5RDgB8d+w8Xnj3GMxDjSxuuSwb990wESqV/Ill4QLfrepqkVNaJz8h3pb28afFeVva56m5kCu+PNyIF98rh93OQK9TY/mdUzA1L8XzExWIs+uBWP6jkmIx/+IYXD07k4v1l1V34FBlM6obOp1a/YXjE7gBPhluYv1icWX1C/9Nfj++8JNWvr5Y/XzL3lW7XCkNTCn60iuBgMTsyU5VLMSdKcb9zXdXkwtm06eV2PZlLeKj9Xjld1f6c+pOIa05+QuuEurnyfcmVaMcu53B21/U4J3dNQDYxf6R2ybjypnjvV6ERyr8cav+eECUPq53wGTF0VPtnPh39Ay3xMWW9vnSXAgAPvjmNF7/9CQAtqnTb+6Zivxx8T59HqXjLNZPLOu2rn7W6h+K9fcODP8OyQTFktxkTM5OhNFPq18IEXr+9c5P9CPrJfkMJNYvxuo/cboD//vqYQDAX38yE1mjh3c+JGGE3t7hOSfewDAMIiIiOCMulAlpNz6/bpy/MSCT7zwNwpEKpcTnATjE5wHfv/tBsw0vvHMMe4fisgkxejx530wUZSXTRDyRCKew+SPISh/XG2HQYlZRKmb5UNo3LS+Z62DnS1c8hmGwacdJfPBNHQAgIcaA3903DeNG+VeqpGT4VrHRaOSuD7VaPczqr6pv5yb3nTrbDcBxgiJn9Q+NTx6TEjirn0DWUOHYXuLZ4N87pFUu4LpdrlTd88IpZh8Qy550axMLES53NzvJ/nTm0vzw29N49aMKqFTAG/+7QPJe4HzLnl/WFoxFltwg5EYfHByEzWbz6wJt7RzAyk1lOH2OrUvOHh2D3z8wCykJUV41MhnJ+Bpv9vW9+BZSsJP8hIgt7ZtROAozi9KQMyYGapW4Zclms2P9+yfw5eFGAGz3xt/fPw0p8aGfPe0JVyN93Wb4d/WzbXyr2jxa/VOH6vrlsvpJZRA5Z3dWP7+b354jTXj+rWMAgLW/mIOkOOOw99Dr9dDpdOjr6/P7XKOjo7k8hVBGkTF7wLVFKiYuTtyDDAOYrTaHGfdSQN6TdEoLVnxe2CjHaDQ6bER82XxU1nfi2c1l6OpjN2dzJqfh8TunwqDX0kQ8kRDrxGq1BiTUofQkv9govdOpffzSvsbWfvz361r89+ta0aV9ZosNz795FAcqWgCwm9Lf3jsNsVHS9RNXKu6qFNy1dR6VHIcFSbG4ZnYWa/XXtbMTFE+2ocaJ1a/VqFCgMKsf6gvruauNiJQT76hl7yXeWDf8IS18xMbFvylrxHNvHAEA/N/vrkBctLR1wMSaD1Z8nn8O/EY5/B0xiet6Y+F9ebgRL71fDquNvSTuvDoXixYUOPTRp7jH13izXAit/mAn+Qlp7zbhaE0nDlQ0o6yqxSH5ipA1OoYTflLa1zdgwTObSlFR1wkAmJSdiCcWF/udcR4K+FqOCIiz+g9XteJIdbtTqz8l3shN7guW1b9z/1m88sEJAMC7T98EjRoOTX0ANiFWo9Fw3ex8hWEYREdHh0WSXsDuDG92Ws7iJN6MpeVb8oNmG+K8P12XkPCBt0mHUuGqUQ4AbvMxvEWnewvPbmewecdJfPAtG/M06NR47I5izJ06LmDWaTggJuM+0ARzXK8nVCoVRqfGYXRqHC6fmgazxcaW9lW24FBVK84LSvve2c2W9uWPi8fJhi50DTXLmT0xFY/+aDJ0Ae7qFwz8DQ+JsfqvnpUJi9V2weqvakVNIxvSa+kcxGf7G/DZ/gZoNSoUZiZw4h8oq79vkP3dNWoVLOZBMIIMfxLGlOp6ppa9l3hjGZKLj4iMt3Hxo6fa8Kf/2w8AeHbZJRifNjxb0xf4Fr3YagEpcdcoxx3udvM9fSY890YZDlexIxeT44z43f0zkDsuKawm1smJVBn3gcTdNRGIJD9+vNlVVzxnpX1CrpmZgSU3Fkiel6NEiNDLVQnj7ppo6+rH4aE2vmXVbU7zLlLijUMje5NlGaRE1ru3v6jBtq/qEGnQ4KXfzHWw+slG1lms35cNOMMwiImJCQvBV7TPy9e6df5FJkWtvfA8yIUUSITxeW8a5bjazbd0mvCX/+zDmfPsrr1gfDx+e/8sJMQYFWWdKplADrORElfXRCA6+Yl1Qwun9pHSvi8OngUDIC0xAg/eVBAWC7En5BZ6wL3Vn5Ych2uTYnHNbHZyX2V9Byf+Dlb/vgZ8ts/R6p+al4zRyZGSWf3WocuR1NgTq59sUi0WC9fe1m63O83w92ZDGy7Xl2Ld+AAc6sa9gS/2/nbRC3b9PCB9oxybzYayky1Ys/UIF5e7auZYPPKjYmg1aoe2uqEiXsFAjHUaKgQqyc9XNzS/tO9YTTuaOwZQkpccNguxO4hYBToPxNU1YTQaUJKfjim5o3C3zYbWzn6Uklj/Kdbqt9oYHD3VjqOn2rHxkypJrf5Bbpa9ljPC+HX9ZG202WwwmUwwmUxQqVRcQx/ihSNWv7vQcDhdX4q07Inl7KvrRRiz9+c8xOYJyIGz+Ly/9fMA8Nm+M/jPR5Ww2RmoVMC91+Xj1ivyuA2Nkuq3lUogS+sCjVyd/KSqUiCbDc0IcN0HS+iFuPMEpafEIS2ZtfrNZgtr9Q/18K91YfUXZSZwY3u9tfqdzbLnx/qJF5QfUiOhV/Id8if38a1+staLXWcrKirw+OOPo7a2Ftu3b8eECROGPb569WocPHgQVqsVkydPxrJlyzBr1iyH4xoaGvDss89iz5496O/vR25uLpYuXYr58+eL/l48oTixJ1YsAJ/dhwYHN75vr+Guv30gGi0IPQrEugJ8F3qrzY4N2yuxY18DANZa+uXiEsyeNMZhAQ6GazeUUFrGvdxIkeQn5Xdms7PvoQ4jq8sZvjQYChSurP6ICCOmFoxGcV4abEKrv7oNfYOs1X/kVDuOnGrHax+zVv/UoWqLiVmerX4i9nonDXX43xn5b6HVD1yY5ie0+vV6PWpqavDEE09g8uTJmDNnDi6//HLExsYOe69NmzZhxYoViItzngJeX1+Pu+66C9nZ2Vi1ahWMRiM2bNiAJUuWYNOmTSguLgYAdHV1YfHixYiIiMCf/vQnJCUl4d1338WyZcvwj3/8QzLBD6gb39PjxIq1Wq1+tSf0x40vNk9ATrHnexTIZsPfDUZvvwVr3jiCYzXtAIBRiRH4/f0zkTk63uViouRM7mCh1+u55FGlLcCBwJdOfs4GAPl3DkNiH8aWvZKFXogvVv/hqlacbrpg9e/Y14Ad+xqg06pROD6ec/mnO7H6SXmmUTAEx9V3JszwBy6sbfwmVGQTmpKSgksvvRRff/01tm3bBo1Gg5KSEsybNw9z585FYWEhDhw4gKeffhpPPfUUmpqasG7dumHfywsvvACbzYb169cjMTERADB9+nTMnz8fa9aswauvvgqAnVXf3NyMDz74ALm5uQCAGTNm4NSpU1i1alXoib07yMVBrFjy4/oaM9Zp1VCrADvjXYKeEuLzpLSPXz/vr9A3NPdi5aZSbkrZ5OxE/Oa+mYiNMojOHhezyJOwS7gKPymto10EWcQk+ZFrV8qETzsT3mJPNpShmiQrxuq/Z8jqJ0l+xOq3WO0OVn9qQgQ7uW/I6jfoNZzY8z24YjdH/Mx9wLGun5yzTqfDz3/+c/z85z/HuXPncPDgQXz99ddYv3491qxZg8ceewxXX301tm7diqKiIqxdu3bY+zAMg507d2LOnDmc0APsbzt//nxs3LgR3d3diI2NxWeffYb8/HxO6Mn3dsMNN+Bvf/sbKisrkZ+f7+vPwRF0sednmUt1YatUKhj0GgyYbKLd+MGOzwPDG+XwF0tfOVzViuffPIoBE/uZFswei5/eWgyNWuVz9riYmG44xflDsbQuGAg9QXq9nkv0FF4X/mwIw9mNz/cchaLQCxFj9c+/aMjqrxuy+k9esPqbOwYcrf7MBDQPGS0kZu+PF4Rv9QMYlouSlpaGO++8E3feeSfMZjPKysowbtw4jBo1yu3rNjY2oqenx0HACbm5ubDb7aiqqkJJSQlqampw7bXXOj0OAE6cOBFaYi8ULBIncRYXl8IyNOq1osWeL7JibjCpLVcSOuBPrPNX6BmGwUd76vH6p1VgGDaZaclNhbhpbg7sdrtDL21/ceXuD4c4v5TDbEYKRNz5myMpx/WSpSIMmpo5MBI8R8K1gqwXERFGTC0cjeL8Iau/ox+HqppRWtWGI6fa0E+s/uo27rUamvskD3fwxZ9hGIdwsl6vx8yZM0W9Tlsbe54JCQnDHiN/a2trQ3d3NywWi9vj2tvbvfsQLgiKZe8s+cwZ/pR+ERePu5i9P/PnpYrZC0MY/EY5vr6HxWrHy/+9MBwkOkKHX909DdMK0mRPKnPl7idzBEIpzh/OGfdy4arvgJT5H5wbP4wse373xZHiOSJrhVOrPzUO16fEYsFFWTCbLaioa8eBEy3Ysa/hghvfoJEtr4FhGG6Yji+QBEGy7vEhrzk4OMitK56Ok4KAi32g3OUkSc9VzF4p8XlfG+W4orPXhGe3lKGqvgsAMCYlCn9YMgtjUmICnuwTyu7+QA+zCQfE9h3wd1wvSdALl9K7kSj0znBn9Rdlj8Kbn9dwQl+UmYC//OwSRQo9AG7D60xbyHoSEREh+jgpCKgb3xt3ub9W3wWxH/4+/m44pLBIpW6UAwCnm3qwclMpWrvYneC0/GT86u4ZiIrQK2IhCRV3P8keHymldVLg63AWXzr5hVM2vtFohErle/5MuMK3+gfNNjy98TDKT3cAAC6fnoHH75wGMHZYJf7OpBB6gM3oB5y74FtbW7lj4uLioNfrPR4nBQG17Im4ib2o/RE+0lhHKPbexuc9nZ+3N6hcjXL2lTdj3dtHYbKwr/WDuZl44KbJUKuU2cbVlXUX7LGsShxmo3SkbOXqyrrjXxfhkI3PT/pU4v2pFAbNNqzYeAgnTncCAC6bOpoTeuCCBU3WUX+8hFIJPcAm9iUkJKCysnLYY5WVldDpdMjLy4NGo0Fubq7L4wBg4sSJfp8PAAQ0xSWQY1KFMXt+0hAR2UCjVqs5a8VsNjvMbfYnEe+d3TV4dksZTBY7tBoVfv6jyXjoh1OgQmgklRHrzmQyYWBgwKEhRkREBIxGI3Q6naxjJlUqFYxGIxV6LyHtR+UIdxDLzmQyob+/fyhxzQ5yORv0ei57PZQI1XkKgcaZ0P9i8QzYrBauDW5/fz8XMtJqtTAajYiIiPD6upBS6AkLFizAnj170NLSwv2tv78fO3bswLx58xAVFQUAuPbaa1FVVYWKigruOLvdjg8++AAFBQXIysqS5HwU01RHiJRufCXE5+VolGMy2/Die8ex5+h5AEBclB5P3jsdk3JSQ9YFzXfbAoHp4kcXX98IdCdBm80Gq43/PozDvR0KyZ/8ay3U5ynIiTuhF4ZenYUHSViJPO7O6vdF6BsaGtDRwYYVmpubAQDV1dXo7+8HAOTn5+Phhx/GJ598gqVLl+LRRx+FTqfDyy+/jIGBASxfvpx7rbvvvhtvv/02Hn30UTzxxBOIj4/H1q1bcerUKbzyyiuiz8kTQa+zd4d/bvwLlr1Op5M0IdDbG1SORjnt3YNYuamUmziVmRaD3z8wC6OSosLKMpW7i5+vseaRTrA6CZJ4PQAwDFtC6kuSXzAg3iNSxklxjjdCL4TvLQWcGwv/+c9/EBcXh9mzZyMhIcEni37dunXYtm2bw9+WLVvG/XvXrl3IyMjA5s2bsXLlSixfvhwMw6CkpASvvfYacnJyuGMjIyOxceNGPPPMM/jjH/+IgYEBFBUVYf369bj44ou9Oi93BGyePXFdi4X8ML4uJBs/rsT7X9ciKc6IV353leTiZzAYnPbN5yPsJSBF/TwAVDd0YdXmUnT0sN/n7ImpWL54OiIMOkUk4gUCKeaxkwVAiljzSCKY9eCDZhvu+9/PAQA/+WEhrpqRMewY/mhWfjvUYCZ/0k2lOPwRek+QdeKnP/0pvvvuO6hUKkyaNAmXXXYZ5s2bh0mTJoVcSMgbwtKNr1KpEBnB1i0OmKTrzOftOUjdKAcAvilrwovvlcNiZcVs4ZUTcNe1RVApNBFPLnzJ4uYz0obZSEWwy8T4lr3GRQ6HmCS/QLr7qdCLY9BkxYrXD8si9MCFvvgvvPACWltbsXfvXnz77bfYsGED1q1bh4SEBCxcuBC//OUv/X4vJRJ2bnwSw+O78QMxpY4PER6SYCRFoxy7ncEbu6rx3lenAQB6nRqPLpyCy6aNG+qIN7IXEW/c/TqdbkQPs/EFpWSP88VeTL6mq8YtUnTyEwMVenHILfR8GIZBWloaFi5ciIULF8JqtaK0tBRff/11WM2vFxLw0js5Fwl+Epx2yBtjszOw2hjotNL+iK4+hxyNcgZMVqx7+xgOVLBZnUmxBvz2/pnIH59ELVMneGraIkwCpLhHGGsOpvfIzntvXzroBXKSo5QlieHMcKEfg18sni6b0JN1gKDVajFjxgzMmDFD0vdSGoq17L21xvlJcDabDRH6Cx9t0GyFTju8HaG/CM9PjkY5zR0DeOb1Upxp7gUA5GTE4Xf3z0RyfGRYJeLJBXH322w2LjuX9GrXarWKTORSEsLZAMHG0Y3v3wbe305+7qBCL45ACz3pjDkSUazYA+Lc+MIkOLIb548/HDTbEBMp22nK1iin/HQHVm8pQ08/a7nPK0nHo7dPhUGvHTGJeFLgapiNkrv4KQElzgawObjxpfPW+ZsDwoe2WhZHIIUeuNATYqQS0m58fo2t8Kbii727YTi+whcM4VAfKYR+14EG/N+HFbDZGKhUwF0L8rDwKnbMYbBdqaGEO8EKp6E9UqPUSgV/3fhicVe77c7dT4SehtfcEwyLfiQLPaBgy97T4uqpv71RYNnLAcn0lbJRjs1mx8ZPT+Lj7+oBsJ/j8TuLMWdKhuIWXqXjjYUVykN7pEbJgmWXybJ3/57Oa7eF1wbxMirxe1MSVOiDg2LFHnBtGQvj885wFHvpXULk3KRslNM7YMHzbxzBkVPsUITUhAj87v6ZmJCRQBcQLyHDbHzNuA+VoT1SI/V8cKlxsOyD1Bvf2bVBQokMc6Gr30j0CHmCCn3wCLgb39/nk5uKCKwrjA4JetItyOQcAHAuYCnq5xtb+/DM66VoamPbLRZlJuDJ+2YiPsZIE/G8ROphNkod2iM1pCuekq83my34Ys/HbrdzaxLxHo1Uj5AnaDJecFGsZU8WTeFumR8bd4ccMXthH24AksTnj1S34bk3jqBvkL3gr56RgaW3FUOnpTOuvYFfCy7X9xau7v5gdsXzBp4XHwrQeqcbJCmS/MKNQZMVf994GBV1nQACJ/ThXDfvLYoVez6+zJ+XOmYvbJRDzikiIoI7L2+tOoZh8Mn3Z/DaJ1Ww2xmo1So8cEMBfjAvBwzD0EEZXhCsWnChS5f0WQilxZ3MVA+FjaWUpXf+wp8P4Oz39TXJL9wINaHfs2cP1q5di/LychgMBuTk5OCnP/0pLrvsMu6YiooKrF69GgcPHoTVasXkyZOxbNkyzJo1S6qPIjkBHXHry5cvbFIjFoNOupi9VqsdNrGOjFgkbjxvR7FarXa8/N8TeHV7Jex2BlFGLf7ngZm4+fI87vXDeQGQEo1GA6PRONRJMJjd3ewwm80YHBzE4OAgrFYrt7hHRETAYDBwLl8lQDZIAFvhoXShB4KToOcMg8HgVciDhIH443pJgxf+2hFuvdmFQn/5NGUL/eeff44HHngA0dHRWLt2LVauXAmDwYCf/OQn+PjjjwEA9fX1uOuuu9DR0YFVq1bhxRdfRHR0NJYsWYKysjIpP5KkKN6yFxOfd4ZarYJBp4HJYvPLje+uUY6vSVzdfWas3lrGxa5GJ0fid/fPxPj0eMUmRikVxZaIydiwRQr4npBQ2lgGqvTOHVLMB/C0doSD1e9M6B9fpFyhB4A1a9YgMzMTL7zwAtc7ZdasWbj88suxceNGXHfddXjhhRdgs9mwfv16JCYmAgCmT5+O+fPnY82aNXj11Vel+EiSo0ixJ+5QAD4JPcGgZ8XeFze+t41yhIs78UgI23DWNHTgmU2laOlku5EV5ybh1/fMREykXtGJUUokVIbZSNmwRQpCuV97sC17OQYBKX1j6AuBFnrSH8MfoWcYBj/72c+QmJjoMPI2IiIC48ePx7lz58AwDHbu3Ik5c+ZwQg+wIZ358+dj48aN6O7uRmxsrF+fSQ4Ul43Pj8/769Iy6jXo7vM+Qc/fRjnkecKb91BVG1ZvPogBE3s+N1wyHg/9YDLU6uAOFwlFgjVPXQoC2Z9diBK74nlDMEvvSG6DnPeq0jaGvhAMoSeJuf6gUqlw/fXXD/u7xWJBXV0dCgsL0djYiJ6eHuTm5g47Ljc3F3a7HVVVVYrss68oy54fn7fZbNz8YV8hSXreWPb8zYYUjXKI8L/9+Uls3VkNhgG0GhV+dlsx5s8ez93ccg8JCieCPWZVSgJp1Sk15OENDu1yA+TGJ1UeQOC7V4Zakl+oCr071q5di87OTixevBhtbW0AgISEhGHHkb+RY5SGIsRe2N9eqgX8gtiLu8jkGGRjttiw/r1yfHPkHAAgJlKHJ++djim5o7gbVLhr9yd0Ec4Ec9ENBJ6sOn+EP1RCHp4ItBuff80FO7dBbCc/8v+BJhyFfuvWrXjppZdw6623Yv78+Thw4AAAOK3fJ65/JQyMckbQ3fje1s97g2GosY4ny95ZfF6KRjkdPSas2lyK6oZuAMC4UdH4/f0zkZ4SM8z9zHfnksQppbvrAgnfmgn2ohsopOri5283QSXBr7OXu/RO6UmMSkryC0ehX7duHdauXYubbroJ//u//wsA3MbP2YaZeMsiIiJkOyd/CKplL6xdF+Kv2JLGOu5i9sLNBn/37M9715ztxsrNpWjvZuOiMwpT8MRdMxBp1Dl1P4+ULm2+EOpxZilwN7SHXxkivD5CoSueN/DvGxEVrj4j7NugdIKZ5BeOQv/UU09h69ateOihh/DEE09w75WSkgIAaG9vH/ac1tZWh2OURtDEXhiflwNPMXthsx4p3PYAsOfoOfxr23GYLexNdctl2bjvholQqcS5n/nuXHc3ri+NfEINOi50OGK7+JFBTeGQ20Dgfwy5YvahXK0ABDbJLxyFfs2aNXjjjTfw+9//Hvfee6/DY2lpaUhISEBlZeWw51VWVkKn0yEvL0+2c/OHoLjx+bFxORchd2IvbNZDrGd/LiK7ncHbX5zCO7trAQA6rRoP3zoJV83KHGr44v3CIWccV+mEk/tZTpx18eMPZiEb2vCw7OWN2Ye60DtDriQ/odBfMW0MHpNR6Mk5yyn0O3fuxIsvvognnnhimNATFixYgG3btqGlpYWz4vv7+7Fjxw7MmzcPUVFRsp2fPwTcstfr9aLj8/5a2a4S9ORIxBs02/DPd45hX3kzACAhRo8n752BouwUSZOiRso0NqmH2YwUyKJI4szkGgmXcBC/9E7qmP1ICBdJleQXDKEnpY9yYbVasWLFCmRkZGD27Nk4evTosGPy8/Px8MMP45NPPsHSpUvx6KOPQqfT4eWXX8bAwACWL18u2/n5S8DFPpBCRBL0SMze20Y5YmntHMAzm0pRd64XAJA9Jha/v38mUhKiZLVKxTTykTNMIgeBGGYTrjhLYuTnw4RDsxa5Su+I0IdyWaIv+JLkF45CDwDnzp3DmTNnAAALFy50esyuXbuQkZGBzZs3Y+XKlVi+fDkYhkFJSQlee+015OTkyHqO/hBwsfdmUZHOsrf53SjHFZX1nXh2cxm6+tgFYs7kNDy+aBqMem1AxcpVIx9SIhIKFh1frMKxtE5OxLifw8ErJIcbf6QKvRAxSX69/aawFHoAyMjIcBqLd8aECRPw4osvynxG0hJwsfe2eYwUYm+x2qHWaLkLWapEvN2HGvHyf8thHZqxveiaXNw5vwBAcOvAQ3EM60hwocqFL2Iltr2z0jaHUnfQIwmgod5/QGqcrSFmK4O/vnqAE/orp2dg2Z3TwkLoRwKKaKojF/wxt719AzDo1JIIvd3OYNOOk/jw2zoAbInfY7dPwaUlYxUpVnxrzVlmLnH1B0v4w6GzW7CQolrBlVdIiZtDKd34VOjF0ye06IeEXqNWQT00rU+qzSEVenlQtNj7c9GoVCpERRq5/+7tN0EXY/Bb6PsHLfjHW8dwuIqtqUyOM+K3981A3vikkFg0lObKDZfObsFAju9O6b3ZpXLjk++OVnp4xll53WNDFr3JapW0kx8VevkIihtfzuOBC+VHRv2FrhsDJivio/2binSurR/PbCrF2ZY+AEDB+Hg8ed9MJMZGhGTWeLAb+YTyMJtgE6jvLphDe5zB76Dnq9ZToRePmDp6qTr5EUOMCr08KNqy9wV+oxwtr8OWyWzz6wI6VtOO1VvL0DfAXuBXTBuDRxYWQ68LbCKeXIhp5EPc/VIs6uE0zCbQkO/ObDYHdIOphFGsfMvel9I7usEUz4DJihVeNszx9RohQh8REUGFXiYULfbeioqwUY5ed0HtTRbfF8VP957Bq9srYbczUKmA+67Lxy1XsF2SwjFrXM4Ev3AfZiM3StkkBcvd748bny/0oeaFCzRCob9i+hg8dqd3WffurpHm5mY8+OCDKCgowNy5c3HxxRcjPT2dCr2MKN6NT57jSRScNcrRay+8lzdjbglWmx2vbq/EZ/saAAARBi1+uagEsyaNHlHJZFLF+UfiMBup4PcfUOImSYy7X4qeDyQbX6Xybi2hQi8eKYTeGfxrJDY2FjfccAM+//xzfPzxx1Cr1SguLsYVV1yByy67DPn5+VT4JUbRlr0Y3DXKMeovfDx3w3Cc0dNvxpqtR3C8tgMAkJYYgd8/MAuZo+NHdDIZ303nbFF3Jfy0tM53Qs0b4uvQHnGvzR7vjVWvFG9IKCCX0AvRaDRYsmQJHnzwQXR3d+Prr7/G7t278eKLL2L16tW49tpr8fzzz0v2fhSFi72nhcBToxx+6Z03ln1Dcy+e2VSK8+0DAIBJ2Yn4zb0zEBdtDMlEPLlwt6iTx202G7chG8mbJF8RNhoKNaQOCZHSO7Fld1ToxRMooQcck/EiIyOxcOFCLFy4EGazGfv374fRaPT8IhSvCFk3vjA+76x+3uCD2B+uasHzbx7FgIk9/tqLxuLHN0+BTquhC4Yb3C3qKpWK+97UajX9DkUSjt4Qf0NC3lj2JKub3reeCZbQqwVzivV6PS655BJJ34/ComjL3hViB9loNWpoNSpYbYxHsWcYBh9+W4dNO06CYdhM3wdvKsSNc3No+1YfsNls0GrZy4vfpS3cJ/VJxUho4SrWM8R395OYvTvLXun5DUpDKUJPkRfFiz3/RnUWn2cYxm2jHINeA+uA1W3M3mK14+X/luPLw00AgOgIHX5191RMK0inc9R9wN0wGyU08lE6I7Gzm1h3P8Ow97mrsrtQy28INlToRw4h48YXxuf5oxrdvaZRr0XfgHXYmFtCZ68Jz24pQ1V9FwAgIzUKv79/FjJGxdJaXB/wNMzGmTVH5q8ruSd7oKANX1hcuftVQyKhVqu4Fq0EvtDTag/PBEPoSQ4FJfAo3rIH2JtdrVbDZrO5jM+7wqBj4/bO6uxrG7uxcnMZ2rrYxKdp+cl44q7piI400EQ8H/A2xuypkY8/WduhCCkPo9eeI/wNotnMejo0apVDp0e73c5tGKnQe2bAZMXfXzuMyvpOAIETeo1G4/kJFFkICbFXqVScKJCbW6yHwGgYEnuzY2x47/Hz+Oc7x2CysH//4dxM3HfjJGjUNM7nC/4OswnFSX1SEqyueKEGl6CnAgYGBhxKP0kiL+mgGY7XiRRQoR+ZKNqNT+LzpCGHLxPrjDoy0569iBmGwbu7a/Hm56cAAFqNCj+7dRKumZ0Fu90ekuVNwUaOgSzO3LhKGcYiNTRrXDw2XjY+2fiTpE/r0FCWcL1OpEAo9FdOH4NlVOhHBIq07EkiHkm+IzctecwbSK29yWyDyWzDv7Ydx3fHzgMA4qL1ePKe6ZiUk0oT8XyEX8cs14LqayMfpUOTybyHn41P8kP4YSMlDe1RGs6E/rE7p8OqYKGvqKjA448/jtraWmzfvh0TJkzgHrvnnnuwb98+p89bunQpfvGLX/j8vuFIUMTeXftbcoOSRDxST28wGHxa0Emtfc+ABU/9337UNvYAADLTY/D7+2diVFL0iE+G8gV3Gfdy4ku5lhIhWck0xuwd/Dp7odA7Hhf8oT1KItBCD8Bvod+0aRNWrFiBuLg4l8dMnDgRf/rTn4b9PTU11ef3DVcUZdk7a5RD6rWFo1fF9tkmln3duV5uobho4ij8YvE0RBh0NEbqA0qxSJ3F+YkLl7+gk1wPpeDMIqWIg1j2Wo1adH5IsIb2KIVACj3BaDT6JfT79u3D008/jaeeegpNTU1Yt26d0+OioqIwefJkn99nJKEYy95doxxnGdtiLbm27sGh49jHrr94HH5ySzFUKuo69QUlD7PhL9bCBV0pllw4dsULJKTOXqVW+Rx2Ezu0h6xBoUyghZ5hGL+FHgDi4+OxdetWFBUVYe3atRKd3cgm6Ja9N41yxFhywpnrPX2OCWPbv6vHibpOzCxIwayiVGSkRtHpSiIJJaGSalKflPhbsTDS0Wq17Lg7ACpII8JyDu0JNqEq9ACQl5cnwRlR+ARV7H1tlENwZskJXbj/88B0rNh4GL2DFjS29ANg6+trG7vx5uenkJ4UiVlFqZhVlIrs0bFez8geKciRcR8ohAs6CQsJE7fkzNsI5e9PCZCuglYruz646qDnD+FU/hnKQu8NHR0dePLJJ/H999+jtbUV48ePx+LFi3HXXXcF9DxCgaC58cli60ujHGcILTnSlS0lKQ6rHrsMAHCutQd7jjZiX3kzTpzuAMMATW39eP/r03j/69NIjDVgZiEr/IXj46HR0E5PgOMs8FBPZCQbS1eJW3JYcnq9HlqtNiy+v2Dg2FWQ3OPyb8qV6B0Sgyuht9msYSX0ANDQ0ID58+fj2WefRXd3N7Zu3Yo///nPGBwcxIMPPhjw81EyQRF7tVrtV6McT9jtdpjNZoeMcQBIT4nFrVfE4IfzctDW1Y8D5eexr7wZR061wWpj0N5twqd7z+DTvWcQE6nD9CFX/+TsROh1I7NONJybvQTCkqNd8fxD2D5YzCAcOQiVKpABkxV/e+0Q1/6bL/RyeJSCKfRr166FVqtFdHQ097fLL78cd9xxB/7xj3/gjjvucHhspBMUsSeLLLmB/LHoXeGsRzt/dz4qKRbXXxqDBRdnoafPhIMVrPAfqmqFyWxDT78Fuw81YvehRhj1GkzNS8asolRMzUtGhCHoqQ6yE6zSumDiyjvEt+TIdSsGOkvdP5xtlLwZcSsXSnX3B1roAf/L6/whPj5+2N9UKhWuuuoqlJWVobq6GiUlJQE/L6USNLHn3whSC72rRDJXQ1gS4qJw1awsXD59HAYGzSg92YJ95c04cKIFvQMWDJpt+O7YeXx37Dy0GhWmTEjCrKJUTC9IQWyUXtJzVwKehtmMBIh3CHB04ZLaeHcu3JG4UZIafuiI/x1zlr2CcmuU4O4PhtCT8FSw4M9E4EO6oJLyYApLUH4psvNVqVSSC73YRChXQ1hioiNxack4zJmSAbPZgqOnWrGvvBn7TzSjvdsEq43BoapWHKpqhUoFFGYmYFZRKmYWpiI5zijpZwkGoZRxHyhcuXD5fR/4i7kSehCEMu5CR1y7XIVW0HhzrUh1bYxEoa+vr8f111+Pe+65B7/5zW+4v9tsNuzcuRPx8fHIyckJ2vkpkaD8WuQikdq65y8S3iSiuBJ+o9GAmRPHYHphOh6yWFFV34595c3Ye/w8zrUPgGGA8toOlNd24NWPKjFhTCyX2T86OcrvzxNoLmQ809bBrvA0qY+UjZrNZir0PuAp9KEEN75YhNcKCQ1J6e4PRozeYDDILvQNDQ3o6OgAADQ3NwMAqqur0d/PVlTl5+fjmmuuwYYNG6DVajFnzhz09/dj8+bNqKqqwl/+8heupJvComKCvCKR7Gh/hF9OtylZzDUaDVQqFbdrP93UhX3Hm7GvvBmnz/UMe15GShQn/JnpMYqv5aelYf7BD30Qj1UolWopATE5Dn/dcAhHqtswNS8ZT94zNcBnKB3CdcUXd3+4Cj0APPnkk9i2bZvLx3ft2oXU1FRs2LABb731FhobG6HT6VBUVIQHH3wQV155peznGGoEXez58HfCYoU/kB3dnAm/zWZDY0sP9h5nE/yqznRCeAop8UZO+PPGxivOKgnnjPtA4Cz0wY/dqtVqRZdqKQEy+c9T6ON//3MQx2raMT0/Gb++O3TFno+za8WTuz8YQq/X66m1HMIoSuz5CLOfyWkS8WcYBp9//jlyc3ORm5sb8PgycckJhb+1sx/7hkr6jte0czFGQly0HjOGSvomZSVCqw1eLT9NJPMfMaEPV4u52PkO4Qz/GhST4/Cn/zuA8tMdmFmYgicWlwTmJAMIPzRESpSFHiIq9BRfUGwNGel0xh9jSoTfbDZj1apVeOutt/DXv/4V48aNC/j5ucrWTk+Jww/mxeKGS7LR2TOAAyfOY195C8qqW2G22NHVa8auA2ex68BZRBq1mDZU0lecm8wN7QkEShlmE8qIDX2ESo12oPHlGgxWnX2g8DS0p2/AghUbD1Chp3iNYsWeD1/429vbsWzZMhw+fBh//vOfce2118pSp+8NruatJyfEYMHF0bh6Vib6Bkw4VNGM/SdacLCyBf2DVvQPWvHNkXP45sg56HVqFOewJX3T8lMQHSHfzUWnrvmPr13xlFqjHWj4Qu9N+C2UEvSkgB/2GTTb8bfXDqGyjk1cu2rmWCy7fSoYxi5bZzwq9OFDSIg94eTJk1i6dCn6+/uxYcMGTJ8+3enwG6UIP7+WPy4mCpfPyMTcqWMxaLLgSHUL9p9gxb+r1wyzxY79J1qw/0QLNGoVJmYnYlZhCmYWpiI+Rrp6UTqMxX/4iWT+uuFDYVKf1KhUKq5fAamJFotthIk9oX/Qir9v5LnuZ2Rg2e1TAbDNwiIiIpyuhb5ChT78UGzMXojVasUll1yC1NRU/Otf/0JGRobD48LRlHI17PEVYSwOGAoFWKyoqG3D3qE4f0vnoOB5QN7YeMwsSsGswlSMSoz0+Rxoxr3/BKorXrgm+PnrVXryX9+jtrEHc4vT8fMfTZLhDJWHM6F/7I5pDq57V8nDvmwUqdCHJyEj9gCwd+9eTJo0CVFRnmvY+TF+pQk/AC65jyThkPM91dDJZvafaEZDc9+w52WmxbDCXzQKY70Yz0s6klks8ky9CneCmczI3yhqNBrZmrPIjRTho1//8zvUnevF5dNG42e3TJT4DJWHGKEX4s9GkQp9+BJSYu8rxK2uVOF3tiu3Wq04c64be8vPY/+JZlQ3dA97XnpSJDelb8IY1+N5aWmdf/gaX5brXJxla0vlvpULqfJEfrl2Dxqa+3Dl9DH46c1FEp6h8vBF6IW48ig62yhSoQ9vRoTY85GiiY+cuHLHNbf3Ye/xc9hX3ozyofG8fJyN56Wldf4TyD4OviCl+1YuSOWBFHkiv3h+Dxpb+3D1zDH48Q/CV+ylEHpn8K+XZ555Bp999hnmzp2LuXPnYvbs2aK8ppTQZMSJPR+lCz9xx2m1WoeFvKN7APvLWVf/kWp2PC8fMp730uIMFOcmg7FbFSdSoUCozQlQYpxfSqEHgMef+xZNbf2YPysDD95UKMEZKg+5hF5IXV0d3njjDezevRtNTU2Ijo7G3LlzccUVV2DevHlISEiQ7L0owWdEiz0fX7r3BRJXCzl/PO/hqlYMmh0XdTKed2YhO5430hhSBRhBQ2qRCjRKEH45Zi0sW/0NzncM4LqLxuL+GwokeU0lESihJzAMA61Wi9raWuzatQtffPEFjh49CrVajX/+85+07WwYQcXeCZ669wUb0ndAuJAPDJpx9FQ79p9owd7jTejpd1wcyHjemUWpmBGm43mlgIhUuFQteBO3lQq5vsNHVn2N1q5B3DBnHO69Ll+y11UCwRJ64SjY5uZmfP/995g9ezZGjRol+ftSggMVew+EgvDz43AAu5APDppwrKYN+0+ww3rau02C54XfeF4pGAnliXLH+eX8Dn+28iu0d5tw0yXjcfe1eZK+djDpH7Ti768dQtWZwAg9AG70LmVkQMXeC5Qs/CTj3mazceM0AVKJYMXJMx3csJ6mtv5hz58wJhYzC1MxuygVo1NGZpLOSCxPlFr4idB721lQLD99+kt09prxw7mZWDw/V/LXDwaBFnpXFj0lvKFi7yNKaeLjLuOeJPcJa/nrmrq5Wv7TTc7H884cmtKXFQLjeaWAlif6H+f3tYWwNzz0993o6bfglsuycOfVObK8RyARCv1VMzKwjAo9RQao2EtAsITfm/pvl+N5m7uxt7wZ+080o7Le9XjemYWpyB+nvPG8UhCornihBL/Vs5ixq8QrIvdmacnfvkDfgBW3XZ6N26+aINv7BIJgCb1erw/rDTy5VkkDqnD+rN6gOLG3Wq34xz/+gZdeegnXXXcd1qxZM+wYm82Gl156Cdu2bUNjYyOSkpJw/fXX47HHHoPRGPzYcyC69/nTpMSV8JPxvPvLm3HM2XjeKD1mFCpjPK8UeDtedaTirJEP3+LX6XQBEXoAuP8vX2DAZMXCK7PxoytCV+yp0MuHzWbj8pcIdrudC22OVBRVh9XU1ITly5fjzJkzbhfev/zlL3jzzTfx85//HLNmzcLJkyfxzDPP4PTp0/jXv/4VwDN2jjBZjnQ3k0r4/R1mw3fL8mv5yXje6+dkoat3EAdPNGNvefOF8bx9yhjPKwXCYSxU6F3jaVIfcfcH4jskI241IbxwU6GXj1deeQVvv/02UlJSUFhYiNzcXFx99dWIioriRkqPVBQl9r/+9a+h0Wiwbds2XHrppU6POXPmDLZs2YIlS5bgZz/7GQBw0+/+9Kc/4cCBA5gxY0YgT9starWau8ikaOIjdaazu/G88y+OxlWzxqN/wIxDlWxWv7PxvDqtGiW5SZhZmIrpBfKO55UCOuLXP8hmkZ8USjaMctfzcyNuQ1SzqNDLh9lsxtmzZ3HRRRfh/7d354E13/n+x58nOedkJYtsIqQhkUXSxBIqrVIqlm7T0upU9VdRqptqpovpMoarc0dtrapldEFRxS2KFhNaHQYpIpZIEEvElkRC9uUsvz/i+3WSnBB1tpx8Hv/cO+ccyTca39f3s73fWVlZbNiwgevXr/PZZ58xYMAAHn30UeLj4619mVZjU2E/YsQIBg8ejFLZ+GVt374dvV7PY489Vuf1Rx55hKlTp5KSkmJTYW9IoVDUCf47LeJjuC5qjg1Q9dvzSmf5W7dypW/3YB6IC6KyqoYj2QW10/032vPWaOq15w2pPdLXI9IPLxO25zWF5lYVz1YZ2+dg+LBoruBvzv3sRdCbl1qt5m9/+xsKhYKKigoqKytZu3Ytv/32G99//z1r1qzhb3/7G88++6y1L9UqbCrsH3300dt+JisrC4VCQadOddfrPDw88PPz4/jx4+a6PJNSKBTyKP12wX/16lVWrVrFuHHjcHZ2tshucWkWQgp+6Sbu7ubCfTFB9OwSSFV1DZlnC0k1aM+r1ek5nF3I4exCvtqUSVh7D3pG+d11e15TuNvlD6GWs7Oz0X0O9R8Wpd8ZqbeAKQr5SNP4zS3srRH00oPt3QZ9ZmYmEydO5MyZM/z0008N7r2ZmZnMnj2bAwcOoNFoiImJYcKECfTs2fOuvu8fIf2sTk5OuLi4kJSUxPDhw/nhhx+YM2cOf//737l06RKjR4/G09PT4tdnTTYV9k1x9epV3N3dja6/eHl5UVhYaIWrujv1g99wg192djZvvvkm1dXVjBo1yiodqQwfRgxv4i7OTnSNaEtsZ39GP6rh9IXa9rz7Mmrb8+r1cCLnOidyrrN8y0mCA9zl4G/v727R0Ya9VcWzBsPTH7fb52BsnV962JJmVqTf86YGv06nl0+LNKewt1bQS5tP78aKFSv45z//iYeHh9H3c3JyGDlyJB07dmTmzJk4OzuzdOlSkpKSWLFiBbGxsXf1/f8oBwcHeUe+l5cXY8aMITg4mE8//ZRFixZRVlbGu+++26LW8c0e9jU1NeTk5NzyM61atcLPz69JX6+qqqrR/0AqlYrr16/f8TXaEmn6XKlUsmfPHiZMmICfnx9ffvklrVq1svpRksZu4mq1msiO/nQO9uG5QRGcv1JM6o2z/FJ73nOXSzl3uZQ1O04T4O1Czyh/4qN8CW3nYdabt7kLvbQEd9vm13Aq33CqX6VSNbmQj87gezo0k2np8koN/1h2kJPNMOhTU1OZPn06kydP5tKlS8ybN6/BZ+bPn49Wq2XRokV4e3sDtXuoEhMTmTNnDkuWLLmra2gqYzvwpd330nsPP/wwHh4ezJ49m+XLl+Pp6cnrr79ukeuzBWYP+ytXrjB06NBbfubJJ5/kn//8Z5O+nrOzc6P/SKqrq23i6J0prF+/ng8//JD4+Hjmzp2Lu7u7TVbvM3YTV6lUdGrvQ0g7b4YP6MyVq6XyVP/xc9fQ6fRcLqzgx11n+XHXWbxaOdWO+A3a85qKtM+hqqqqxRbLuVuGJxdM0ebX2GkQ6ffmVuv8OoOjoM1hZF8/6B+OD+KNZ5pH0AN4enqyatUqoqKi+Pzzz41+v5SUFBISEuSgh9p/c4mJiXz77bcUFxfTunXru76WWzEM+u+++45r167h7+/PU089BdTel6Sjd/Hx8UyYMIEPPviAefPmERgYKH/O3pk97IOCgsjKyjLZ1/Px8aGkpITq6uoGI/yrV68SEdH8O2FlZGTw3nvvMWzYMKZMmSJP3Usjflup3ldfY6O3oAAvAv08eKxPp9r2vMdrg/9IdiE1Gh1FJVVs3XeerfvO4+5S2563Z6Qv94a2Qa3640f6RFW8u1f/iKKpNbYp1PD3XH7INXjGcLTxsG/uQQ/QufOtew9cvHiRkpISwsIali0OCwtDp9Nx4sQJs26Yln5ugLfeeostW7bID6OHDh3ilVdeoW3btvK0voODA71792bSpElMmDCBRYsWERMTY/RnsDfNbs0+MjISvV7PyZMn6dKli/x6QUEBBQUFdV5rrsLCwli6dCm9evUy+g/XcN0cLFPE5041Nnrza9Oaofe3IrHXPZSWV3Ews/Ysv9Set7Sihp1pF9mZdhEntSNdw2rP8t9pe15pE5moivfHWfqIYmObQqV1fo3u5sOGLU/j20PQN8XVq1cBjPa9l16TPmMu0s87ffp00tPTeeutt/D09GTFihWsXr2a0tJSkpOTCQoKqhP4iYmJjB49mm+++YajR48SFhZm9SVSc2t2YT9w4ED+93//lw0bNtQJ9g0bNgAwZMgQa12ayahUKu67774mf97Wg7+xs/xeHu707+lG3+4dqKisJv1kPqkZeezPzKekvIaqai17j11h77ErKB0VxHRqU3uk7xbtee9kE5nQOGvXIjC2N0Rr8NDm5KSST1bY0sNcSwl6QD7RYmwPlTQbaY7ZIGhYEe/q1auMGTOGYcOG4ezsTGRkJPPnz+enn35Cq9Xy9ttv0759+zqB/8gjj7Bp0yaWLVvGoEGDcHW17mkhc7OZsK+urm4w3V9cXMyRI0eA2ifFoKAg/P39SUpK4quvvsLLy4uePXty7Ngx5s6dy1NPPUVkZKQ1Lt9mGAa/KYr4mFpj07at3F25P64D98W0o7q6hmNnrpKakcfvGXlcLa5Co9WTdqKAtBMF/EsBkcE32vNG3WzPa+q15ZbKFmsRaLVaqqpuHpd0UNw8Sln/BIu1WCPopYcya/y7lh6qjf1s0oOAi4uLyb+v4Rr9xYsXcXBw4NChQzz66KPynq2YmBjefPNNFAoFW7duRa/X8/bbb9OhQwf5ISE6Opr77ruPX375hZKSEhH2lpKXl8fw4cPrvLZr1y527doF1N3El5ycjIeHB6tXr+aLL77Az8+PMWPGyBX1hFr1i/jYWvA3Nm3r6upCj6h2dItoy0uPa8g6V0hqRp7cnlevh4yzRWScLWLJT1l0bNea+7r480BcEIFqtc0EVHMkBb0t1iIw7NWg02qpqKioM1MkPeiZs4JfY6wV9NJylTX4+voCGD3uXFBQUOczpiIdpwOYOXMm//73v/H19a3zkCft54qIiODNN9/E0dGRbdu2odPpeOeddwgODpan7J944gk2b97M4cOHGThwoEmv1dbYTNjfyUY+hULBSy+9xEsvvWTmq7Ifd1u9z9waO8uvVquJCQugSyc/Rg3RkHO5mL3Hajf4Se15T18o5vSFYlZuO0k7Xzd5Z39Lac9rKrYc9GB8N74lCvncTksMeoCAgAC8vLyM3rezsrJQqVS33eR3p6RR+V//+lc2btxIu3btOHfuHPn5+UyfPp3o6Gi8vb2pqalBpVIRHh7OhAkTcHBwYOvWrVy9epU5c+YQEBAAQHBwMA4ODpSWlpr0Om2RzYS9YDnGivjU1NTYZPBD3bP8YcG+dGrfhhEPd+ZSfgn7swpqj/SdLUSvhwv5ZazbeYZ1O8/g6+lMfGRt8Ntre15TaQ5Fh253zr6xB0bDQj5SUypTBX95ZQ3/WJbW4oJeMmjQINatW0d+fr48ii8vL2fbtm08+OCDuLm5meT7GE7dZ2dnk5WVxYwZM+jatSsKhYLk5GQOHDjAm2++yZw5c/Dx8UGj0aBUKgkLC2PChAmUlJRQVlaGv7+//HXbtGljtWUQS7O5FreC9dRf+7SVs/yG6rfnhdobQX5RaW0RnxbSnteUmkPQA1wpLGfCnN0AvPt8HN3Dmz5F3Fhb57vZ4GfvQZ+bm0tRUREAq1evZvXq1cydO5fAwEAAwsPDKSoq4vHHHycoKIg33ngDlUrF4sWLSU9PZ82aNYSGhpr0mrZv305+fj7fffcdX375pfyAodVqefHFF/n999/p1q0bc+bMwd/fXw58qF3fDwgIqNO8CWDPnj307t3bpNdpi0TYC0bVD36dTodCobCZ4Fer1SiVSrRardxjXbqBF5dWsj+zdo3/0Mna9ryGXJyUdAv3oVczbc9rSs2puuDFgjLe+uy/AEwa1ZWunX3+0NcxXOd3cHD4Q+v8DYO+PW8809Vugh5g0qRJrFu3rtH3t2/fTlBQENnZ2cyYMYPU1FT0ej1xcXEkJycTExNj0utZu3YtH374IX379sXd3Z1Zs2YBN9fo9Xo9o0ePZu/evcTFxfHpp58SEBAgT+lLpN349n7Urj4R9sJtSWuf0lS/tUf8ht3/jJ3lN7yBl5VXcehEPvsy8jiYlU9ZZd1AUykdiA2tPdLXPdwXd1fbbs9rSs0p6AFy80r5y+d7AHj//3UjNrTNXX9NY783htP9xrSEoLcF9Y/XHTp0iC+//JKUlBQAFi1aRN++fQHqFFkbM2YMu3fvJi4ujhkzZtC+fXvLX7wNEmEv3BFrV+8z1lq1vsaCv6q6hiOnatf4fz+ex7XSupvQHB0URN1ozxtvg+15TcnYA5Oty7lSyjvzasP+wxe7EdPp7sPekOE6vxQy9Tf4WSPoFQoFLi4uLSroDUfdFy5coF27dgAcPXqU5cuXs379ehISEnj99dfp1q0bUDfwx48fz6+//sojjzwizwC0dCLshbtiqSI+UrGcO62KJ93AlUplneCvqdGQaXCkL6+oot6fg7AgD/ksf4CV2/OaUnMMeoCzl0p4b/5eACYndScqxPs2f+Lu1F/nLymr4u9f7uVEzjVABL0lzJ49m+3btzN58mS5ZW5GRgZfffUVmzdvpm/fvrz88stGA3/q1KlMnDjR7LX5mwsR9jZi3759vPDCC42+f+zYMXmjia0yV/Dfbcc1w69jeAM3nKXIzr0mB//5vIbHcDr417bn7RVl+fa8ptRcgx5qj1j+deE+AKa81IOI4IZlWs2lskbHx0sOyEGf2CuY14bHotOZ55iiCHooLS3l/fffZ9u2bXTv3p0JEybQq1cvADIzM1m8eDGbN2+mT58+vPzyy3IN/vp9U+qv2bdUtp0eLdCUKVOM1ve39aAH81TvkyqEmaIq3q3O8kd29CP8Hh+eGxRO7pVi9t0I/lO5tdO1OVdKyblSytpfTuPv7SKf5Td3e15TasoSiC2zVovb+lP3A3u257XhsShuVPFzdHQ0aSEfEfS13N3def/99/H09GT16tXMnj2biRMn0rt3byIiIhg7diyOjo78+OOP6HQ6XnnlFXr06NGgfK8I+lq2nyAtTEhIiMl3sVqDKar3mbM+u7Gz/NKZ7I7tfbinnTfDHgolv6hMHvFnnC1Cp9NzpbCCjbvOsXHXObxaORF/40hf5D1eKE3YnteUmnvQg3Va3Bpbo3/96ZtT96Yu5CMFfUvZjNfYznjp9YCAAF577TWAOoF///33ExERwZgxY3BwcGDTpk0UFRXx97//nXvvvddaP45NE2EvmN0fqd6Xk5NDp06dLFbNzVh7XpVKRTt/L57w9eDRBzpyraSC3zPySM24wmGD9rzbUnPZlpp7oz2vDz0j/e66Pa8p2UsHQK2Fw74pm/FMWcjHMOgNd6Hbo6KiIry8vBoEfWFhId7e3nUa1vj7+/Paa6/h4ODAqlWrmDNnDjqdjj59+hAeHs6YMWMoLy/n6NGjBAcHW/kns10i7AWLMla9z7CIj0KhYPny5cyaNYuvv/6arl27Wvwa67fnVSqVKJVKfL1bMzjBnYG9guX2vKnH8ziYZdie9xI70y7hpHYkLqwNvaL86NrZ947a85qK4aZGe+gAaMlp/PLKGj5emiYv4zRlM96tZouk4G+skE9LCvpLly4xZswY5s2bR8eOHeWgX7JkCfv27WPChAlERkY2CPxXX30VnU4nF/fRaDQ89NBDhIWF8dZbb9GmTRtat27d4MieUEuEvY35+eef+eSTTzh9+jQqlYrevXuTnJxsl0+sUtc7pVIpT/XPmDGDZcuWMW7cOGJjY619ieh0OnlmobH2vOUVVRw+VUDq8Tz2H7/ZnnffsTz2HctD6agguqP3jfa8fni4G2/Pa0r22OrXUtP49YN+YM+6U/dNVf+h0TD8Dxw4wIYNG+jduzfx8fG4urq2iKCH2sp8p0+frvN3WVhYKDc+c3NzIykpiaioqDqB7+fnxwsvvMDRo0fJyMhg0aJFVFdXM2jQIEJCQoCGZ/OFm0TYm1lNTQ05OTm3/EyrVq3k/z8zM5Nx48bh6+vL4cOH+eKLL0hLS2Pz5s11PmdvNBoNH3zwARs3buSDDz7gueees7nqfYZNVwxv3q1buXF/nKvcnjfjRnveVIP2vIdOXuXQyass/vE4kcFexEf50TPSFx9P07cANdXpBVtjOI3vaKawN1XQ11f/d0ej0bB//36+//57nJ2dSUhI4OGHH+ahhx7C29u8RwqtTfrdPHfuHOHh4QB4e3vz9ttv4+npyaZNm6ipqWHs2LFER0fXCfzQ0FC6detGWVkZhw4d4ttvv6Vv375ya1sR9I0TR+/MLDc3lwEDBtzyM08++SRTp07l+vXrtGnTps4v7M6dOxk3bhyvvPIKEydONPPVWoder2f8+PHs3r2bTz75hKFDh9Z5z9i6p7WD31BjZ/k1Gg0ncor4/XjtCP/S1fIGf7Zju9b0vNGsp53v3TcNkaaCTXF6wdakncjnn98eAuDTiQm0bWOaJisScwV9Y/R6PefPn+e3337jl19+IS0tDYVCQbdu3Rg3bpxcHc7elJSUMHDgQKKjo5k/f36d3fNZWVn861//YvPmzSQmJjJ27Fh5w7IU+NOmTcPf35927drRpUsXu5z1NAcxsjezO2nda6z3c58+fXB2dubIkSOmvjSbIY12/vWvf5GQkFDnPcNNT9au3teYxjZpOTk5ye15nx9c255337ErpB7P48zFuu15V6WcItDHjV5Se97AO2/Pa3hMsbKy0hw/qlUZLnObes3eGkGvUCgICwsjIiKCcePGUVBQwC+//ML27ds5evSo3Ya9u7s7kZGRHDt2jCtXrtC+ffs6LWnHjx+Pg4MDGzduRKPRkJSURI8ePXBwcCA3N5esrCxat24tDwoMm9oIjRMjextSvxiE9FpcXBz9+vVj/vz5Vroy22Sp6n13QzqHLTXrkdZxLxWUkppR26UvK+ca9f8V+ng41071R/kR0YT2vOY8pmgrfs/IY+Z36QB88ZcHTLYEYq2gd3JyanEhJY3O169fz6RJk3j++ef58MMPgbqhferUKb788kvWr19PSEgIjzzyCAD79+8nPT2dH374QV6nF5pGjOxtxPvvv89PP/3Ejh076qzZbd++Ha1WK5eKFG4yLOJjq8Hf2O7s4EBv2gd48qe+oRRcK2P/8do1/iOnC9Fq9RRcr+TnPTn8vCeH1m4q4iNr6/VHd/RGVa89b0sIejDP0TsR9JYlLVHGxcURGBjI8uXL6dGjB4MHD5aLEzk6OhIaGsrYsWNRqVSsWbOGefPm0b59e8LDw1mzZg0hISFiM94dEiN7G3Hs2DFGjhxJcHAwL7/8Mr6+vqSnp7NgwQL8/f1Zs2YNbm6mXaO0V6aq3mdOjfVXl9rz/n6jPW+Vsfa8nX3oGeVHXFgb3Fyd5GNd9hz0AP89cpnPVtcuZy1690E877JRkQh669q6dStvvvkm3bt35+2335aP2RqO8LOzs1m5ciUrVqygX79+vPDCC/JSnwj7OyNG9jaiS5curFy5krlz5zJ58mTKy8vx8/PjySef5PXXXxdBfwdMUb3P3Iwdy1IqlbTxasXAXm7079GB8opqDp3IJ/V4Hgcya9vzVlRp2H3kMruPXEatdCAu3I9eXfyJ6+Rl9+15TXn0TgS99fXp04fRo0ezZMkSli1bhru7O2FhYXVG+J06deK5556jurqatWvXUlNTg1qtltfwhaYTYW9DoqKiWLhwobUvw678kep9ltbYkT6P1m482N2V++OCbrbnPV476r9WWk21RkfqscukHruMg4OCLiFeN6b7ffFu7WztH8vkTDWNb42gB0TQ1+Pq6sozzzxDXl4emzdvRqvVMmrUKOLj43F0dJQ37XXq1IkxY8bg6OjImjVrUCgUjB49mvvvv9/aP0KzIsJeaDFuV71P+ow1GQa/VHTI0dERN1cXesUE0SOqLbon9WRfKGH34Vz2HrnMlaIKdDo9R7ILOZJdyNebMunc3kPe4Gcv7XlNUUGvNugPciq3GDB/0EucnZ1bXNBLsxklJSW0atXK6LR7SEgIL774Ikqlko0bN3Lx4kX+/Oc/M2zYsDoNbO655x75c8uXLycyMlKE/R0Sa/ZCi2erwW/I2Fl+6aHg9IXrpGbk8fvxPHKuNN6et2eUHx2acXve7ftz+deG4wAs/ag/zuo7C8/6QZ/Ysz2vmTno9Xp9iwx6yfbt25kxYwbff/89Hh4edd4zrImfk5PDunXrWLx4MRqNhsTEREaPHk1wcHCdDcsXL14kJSXllu3ABeNE2AuCgfrBbyvV+wB5VkIq3ysd6QPkDX5Se97fj+fJDVwM+Xu7yEV8QoOaT3tegH//nsuXP9aG/fLJAxqcSrgVEfSWp9PpeO+999i4cSPTpk1j+PDhDbrbGf7v6upq0tLSmD59OpmZmeh0OkJCQhg6dChBQUE4OTnRv39/uVqecGdE2AtCI2ypep9h0EtH+SSGI37Ds/zG2vMa8mqlrl3jj/Ijyobb80q27jvP15syAVj59wE4NvF6rTF1b46gHzVqFKmpqUbfGz9+PG+99ZbJvpepnDt3jmeeeYYePXrwxRdf3PKzUvAXFBRw8uRJfv75Z44dO0Z2djZVVVV07dqVlStXWujK7Y9YsxeERthK9T61Wo2joyNVVVXyDn5DTWnPW1Rczv7j+fx+PI/0U1dvtOetltvzurko6RHhS3ykH7E21J7X0B/ZjW8vQS/p0qULU6ZMafC6n5+fyb/X3dLpdLRt25bExETWrFnDtm3bSExMbPTzCoUCvV6Pj48PPj4+9O7dG4CrV68C4OXlZZHrtlci7AWLyczMZPbs2Rw4cACNRkNMTAwTJkxoFgWDDIMfLFfERwr66upqo0Ffn7HgVyqV+LXxYHBCq5vtebPySc24QtqJAiqqtJRVaBq05+0Z6Ue3cB9cnW3jSJ9Onllp2t+1tYLenLvu3dzc5FrxtsTY9LyDgwNqtZrHHnuMdevWsXPnThITE295Pl76GtJn9Ho9bdq0scjPYO9E2AsWkZOTw8iRI+nYsSMzZ87E2dmZpUuXkpSUxIoVK2yine2dMAx+aaOcqYPfyckJBweHJgd9fY2d5ffyUNE/3o0HuwZRWVXD4VP57Msw3p7X0VFBjIXb8zb689wY2TdlVG+tXfdOTk4olS3rtioFc25uLp6enjg5OaFSqdBoNCiVSnr27MnTTz/N//3f/zFq1CgiIiJu+zWlhwFb2CtjL1rWb6VgNfPnz0er1bJo0SJ5d2337t1JTExkzpw5LFmyxLoXeBekcrVguiI+UtBXVVXJX+duNHaWv5W7ioTYDvSKrtee93g+V69Xoq3Xnjci2JOeUf5ma89765/hRtjf5u/TWkGvVqtbXNBD7e//0aNHGT58OGFhYcTHxzNmzJg6jb369evHDz/8wOrVq5k0aRIqlUoEuYW1vN9MweL0ej0pKSkkJCTUOUajVqtJTEzk22+/pbi4mNatW1vxKk3DFNX7TB309TV2lt/V1YXuUe2ICw8g6TENJ88XyRv8LhaUo9fD8bPXOH72Gkt/yqJjYCt6RvkTH+lLkJ+7ya+z4XXffmRfVlHDP5bZb9AXFRUxadIk9u7dS0FBAcHBwTz33HOMHDnS7N/7VjQaDUOHDiUrK4uVK1fy008/0bdvX/r378+gQYPo27cviYmJpKSkkJycjFqtbjD1L5iXCHvB7C5evEhJSQlhYWEN3gsLC0On03HixAl69Ohhhasznzut3ldUVMTp06d54IEHqKystEgveumBRAp+acTv7OxMdGgAUR1r2/Oeu3T9xojfoD3vxRJOXyyp0543PsqXjoGtzXITl9bsHRsJe2sEvbRGb6kRfW5uLomJicyaNYvi4mJWrVrF1KlTqaysZMyYMRa5BmPi4uK49957qaioYPny5ezfv58NGzawYcMGHnjgAQYNGsQTTzzBzp07WbRoEX/5y19E0FuYCHvB7G61m1Z6TfqMvbpd9b78/HxeeeUVtFot69evt8o1Gj6QGAa/Wq0mLNiXTu3b8MzDnY22571YUMa6386w7rczN9vzRvoSEexlsrP8t5rGrx/0ljpHb8mg//zzz1Eqlbi735xF6devHyNGjGDu3LmMGDGiznuWplAocHNz4+WXX2bcuHH88ssv/Pvf/2bnzp3s2rULHx8fADIyMrh+/ToeHh5idG9BIuwFs5OKwEijXENSSczKykqLXpM1SVPnSqUSvV7PuXPnSEpKQqfTsXDhQpu4ARoGP9w8yy+15w3y9+CJBztx9Xr5bdvz9oioLeJjrD3vnZBWNOpv5LZW0Ft6jd7T07PBawqFggEDBpCens6pU6eIi4uz2PUYuxbpd1ehUNC/f3/69OnDtWvXWLJkCUeOHCE1NZXdu3eze/duhg4davXf85ZEhL1gdtLmNWM3XulBwMXFspu9bMXp06d58cUXcXFx4ZtvvsHf398my/Y2dpa/ra8nj7RpzeDeIRSXVnAgM59Ug/a8xWU17DhwgR0HLuDi5Ei3zr7ER/nRNawNzk53dvuRpvENR/bWDHrD2u2WIO21qP+AIT0oS//OrKn+76qjoyO+vr4kJyej1WrZsmULU6ZM4ccff6R///6o1WrRvc5CRNgLZiftyi0sLGzwXkFBQZ3PtCQXLlzg+eefp02bNnz99ddyYRRpxG+tIj6309hZ/jZerXm4lzsP9ehAeeWN9rwZhu15tXJ7XpXSgdjQNvSM8qN7uG+T2vNKR++kNfuWFPQ5OTkMHTqUUaNG8d5778mva7VaUlJS8PT0JDQ01KLX1BRSkEu/J48//jgHDx5ky5YtFBcX22QxIHslwl4wu4CAALy8vMjKymrwXlZWFiqVis6dO1vhyqyrsrKSPn368Ne//rXBfgZbqd53O8bO8js6OuLRyo0Hu7mScG87qqprOHq69kjf/uN5FJVUU6PRsT8zn/2Z+Tg4KIi6x4ueUbduz2u4G78lBT1Ahw4dGDhwIEuXLkWpVJKQkEB5eTkrV67kxIkTTJs2zSrXdSeklrXR0dF8//33nD17VoS9BYmwFyxi0KBBrFu3jvz8fHkUX15ezrZt23jwwQdxc3Oz8hVaXqdOnfjkk09u+zlrVe+7U42d5Xd3U9Er2oUekW2pqdGQda5QPtIntec9erqQo6dr2/OGtfeo7dIX6UdAm5vteQ1b3LakoJdMnz6dqKgo1qxZwzfffINKpSIqKooFCxbQv39/q11XU0l/d6Wlpbi4uIiGNhYmGuEIFnHlyhUef/xxgoKCeOONN1CpVCxevJj09HTWrFljk1OQzYFhox5bCn5Dhmf5pRKo0gPLmYvX5eC/VXve+Eg/tu+vreOvUjpQo6n9WRN7tufV4XHodFq7Dnp7cfHiRV577TVqampYvny50U2HgnmIsBcsJjs7mxkzZpCamoperycuLo7k5GSbrPXdHJmqep85Gc5SGC5RSO15U2/s7DfWntdZ7Uhl9c2ywSLomxe9Xs+hQ4eYOXMmU6ZMEQ/4FibC3o40tltXaHmaUsTH2gyDX9rIJQX/7drziqBvnqqrq6mpqWmRy3bWJsLeTtyqk5TQsjWH4AfqjPgVCoW8RHGtpPZI34//OUtufhltfVxZ8O4Aswe9SqUyWhtCEJojEfZ24quvvuLnn39m8uTJRqfFNRqNfBMVWi5j1fvA9sLfWPBrtVo5hDUa827GE0Ev2BsxFLQTnTt35ujRo+zcuRNArnwmUSqVNndDFyxP2izn7OyMi4tLnd7rer3eIvX4m0Kr1VJdXU1FRQWVlZXy8pRhAJtjJksEvWCvRNjbAb1eT58+fQgKCiItLY2ysjL5RpiRkcFHH33EV199RUVFRZO/ZnFxMStXruTSpUvmumzByppL8EujekBejpCa9bi4uJisCpter2/wQCEI9kLs5LID0oi9f//+rFq1CoVCgYODA2lpaUycOJErV67w9NNPU15e3mhZWsN67L/88gvTpk3jwoULFBQUMGHCBIv9LIJ11K/Xb0tFfKRmPIZT9/XP8js7O8tLFIaFfppKCnpbKDkrCOYgwt6OdO/ene+++44tW7bg4uLC+++/j5eXFwsXLqRfv363/LPSjfzzzz9n4cKFxMbG8tlnnxEdHQ3UfRgQ7JstFfExFvQSwyI+0jUbPrA0NfhF0AstgdigZyd0Oh3l5eUMGzaM4uJiHBwciIyMZOLEiURHR982rLVaLStXruTjjz8mMjKS+fPn07ZtW+DmlK7Y7X/nRo0aRWpqqtH3xo8fz1tvvWXhK7o7lgz+WwX9rdzqLH/9vSwi6IWWQozs7YRCoeDAgQOcP38enU7H888/z7vvviuvPzZ2Q5YeAlJTU/nHP/5BWFgYn3zyiRz00p8Vo/o/rkuXLkyZMqXB682xLrjhiN+cRXz+aNBL1yWt7RsGv0ql4pNPPuHIkSMMGDCAvn37cs8994g1eqFFEGHfjEln6wsLC/n6669ZsWIF3t7eaLVagoKCUKvVtx3RKxQKSkpKWLBgAXq9npdeeomwsDA0Gg1KpZLr16+zZcsWgoKCuP/++y3409kPNzc3u6wSqFAo5KA0ZfDfTdDXZxj8AA899BAXLlxg3rx5zJo1i4iICAYOHEhiYiJhYWHioVawW2JethlzcHDg0qVLTJw4kS+//JInnniC7777jg4dOvDrr78CyDfexuj1enbu3Mn+/fsZPHgwDz/8sPy1obYN6+zZs/noo4/Izs6+5dcRWi4p+F1cXHB1dUWtVqNQKO54V78pg96Yrl27MnPmTHbu3Mmnn35KaGgoX3/9NY899hiDBg2Sj64Kgr0RI/tmSqfTsXbtWmbMmEFFRQUffPABo0aNAiA8PJwNGzZw4cIF2rVrZ/TPSyP+/Px8UlJScHFxYeDAgbi5udVZnz958iQVFRU8/vjj8teS/mxpaSmHDx8mLi4OV1dX+XVpjVSa7hVaFoVCgUqlQqVSyRvlampqbjvil8rTSp83B2mN3tXVlSFDhjBkyBCqq6vZs2cPO3bsMMv3FARbIEb2zZRGo+HatWt07NiRGTNmMGrUKHmqsn///lRVVbFv375G/7x0wz116hS///47Xbt2JTY2Frg5G1BcXMyBAwdQKBRER0fLLSmlP5uZmUlSUhJJSUmUlJSgUCjQarXyOqnhtbbkkX9RURGTJk2iX79+REdH88gjj7BixQprX5ZFSEf6pBG/k5OT/CBpOOrfvHkzDzzwAJcvX6a6utos12J4jt7wgUOtVtO3b1+mTJlC3759zfK9BcHaRNg3U2q1mnHjxvH9998zePBgADlgO3XqhFqtZu/evcCtp9gvXLhAYWEhcXFx8oYx6WZ8+fJlDh48yD333EN4eDhw80FAq9Vy5MgRoHZqtFWrVmi1WtauXcuzzz7L8ePH5e/b0qv35ebmEhgYyKxZs/j8888JCgpi6tSpfPXVV9a+NItqrIjPxo0b+eijjxgyZAitW7c2y/fW6/XyEkFL/l0UWi4xjd+MSZvopJuX9H/bt2/PgAED+PHHH3nppZfo3Lmz0T9fXV3N6dOnUSqVdOjQocHO/ZMnT3L27Fmeeuop2rdvX+e9kpISdu3ahYuLC927dwfg2rVrpKWlceTIEX777TcOHjxISkoK8fHxPPXUUwQEBNT5/tIsgOFIT6FQsGrVKgoKChg9ejSurq7N+ub8+eefo1QqcXd3l1/r168fI0aMYO7cuYwYMaLOey2FFPybNm1i8uTJDBs2jA8++AC4+XBqqv/uUtA7OTk1698lQbgbYmTfjN2qle2cOXPYuXMnnTp1Mvq+TqdDrVaTnZ2Nq6srgYGBAHIBktLSUtLS0gCIjY2VW1JKN8vc3FzS09MJDQ2Vd5pfuHCBkydPotVq2bVrF3v37iUsLIyvv/6aZ555hv/85z/AzZu5YWtTw68dEhLCvHnz2LNnj9wEpbny9PRsEOYKhYIBAwZQWVnJqVOnrHRl1rd+/XomTZrE8OHD+Z//+R9cXV1xcXHB2dlZfoi927K9IugFoZYY2dsh6Qbp7+/f6GekkL148SJlZWV06NABuBm4V65c4eDBgwQGBhIWFgbcPOqn0+lIS0ujtLSUuLg4/P390ev1nD59mqysLHx8fJg5cyb+/v5UVlbStm1bpk+fTmpqKtXV1WRkZLBnzx5iY2N56qmn5K8viYuLIzg4mFWrVvHwww8362I+UvGZ+g9mlZWVAC22mItGo2HKlCkMGzaMqVOnyv+NTVm9TwS9INzUfO+iQqMMp8ZvpaioCDc3N3x9ffH19a2zC//UqVOcO3cOjUYjPwhIN9vCwkJ+++031Go13bp1k7/WwYMH0ev1jBkzRn7QcHZ2ZujQoahUKlavXs1nn31GUVER3bt3Z/PmzYwcOZLffvtNviadToeTkxMJCQmcOnWKgoICk/7dWFJOTg733nsvs2bNqvO6VqslJSUFT09PQkNDrXR11qVUKtm6dSvTpk275e+qFNZ3OuIXQS8IdYmRfQul1+vx8vIiICCA8+fPc+bMGTp27AhAWVkZR48epaysDL1eT1VVFXBz2WDPnj2kpaURGhrKvffeC0BeXh5paWm0b99eXsOvrq5GrVaTlZVFTU0N3t7eLFy4kMDAQKqqqoiOjiY5OZlFixaRkJBQZ/9B69atuXz5MqdOncLHx6dZ1ubv0KEDAwcOZOnSpSiVShISEigvL2flypWcOHGCadOmoVKprH2ZVnOnFQSbWr1PBL0gNCTCvoWSboL+/v4UFhbK08oA+fn5/Pe//yUwMBBXV1fef/99Jk6ciIODA7m5uXz88cdUVFQQExMjn70/deoUZ86cYciQIfJDg/Q9Nm3aBEBSUhKBgYFUV1fj5OREWFgYWq2WiooKlEqlvEyg1+vlIJAeNJrrTXv69OlERUWxZs0avvnmG1QqFVFRUSxYsID+/ftb+/KarVtV7xNBLwgNibBv4YYOHcqyZcvIzc0lKioKgNOnT5Odnc3gwYO57777WLBgAS+88AIBAQHce++9eHl5oVQq6dq1KwDXr1/n0KFD6PV6YmNj5Q1p0qh1+/btuLi48OCDDwI39wscPnxYPsMvvS4FvnSjPn/+vOX+MsxArVYzduxYxo4da+1LsVv1g196zZQyMzOZPXs2Bw4cQKPREBMTw4QJE+jZs6dJv48gmItYs2/hQkNDCQ0NZf369UDtLvz09HSqq6uJiYnhT3/6E1u3bmXx4sW8/fbbTJ48mby8PHQ6nVyEJy8vT97M16VLFwC5MEpqaiplZWXEx8fLG/mk5YD09HT0ej09evSQr0eakpVC3sXFBRDleIWmMUfTppycHEaOHElRUREzZ85k4cKFuLu7k5SURHp6ukm/lyCYixjZt3Du7u48//zzrF69mrNnz6JSqfjPf/5Du3btiIiIAGgQyEuWLCE3N5eQkBAAMjIyyMjIYOjQofIUvkSawpemrGtqalCr1Zw/f5709HR8fX3lkT3c3BcgHUmT9gSIKVnBWubPn49Wq2XRokV4e3sD0L17dxITE5kzZw5Lliyx7gUKQhOIkb3As88+yw8//MA999wjH3UKCQkhODhY/ozhyDomJoYhQ4bIr3t7exMSEkJERAQeHh4A8rTqjh07UKlU9OnTB7g5hX/kyBGys7OJj4+Xi+0YjurPnTtHQEBAo7X9BcES9Ho9KSkpJCQkyEEPtb/fiYmJ7Nu3j+LiYiteoSA0jRjZC3V06NCBH3/8keLiYrl0af1RtbSuLr3Xp08ffv75Z3nqXqrst3//fgoKCrjvvvvk0JZG7ocOHaKqqoqEhIQGU/VHjx7lypUr9O/fv0XvVhes7+LFi5SUlDSoBQEQFhaGTqfjxIkTdWa+BMEWiZG9YNStapTXPxctNeCRRvNSoOv1egIDA+XmItLDwKVLlzhy5Aht2rQhNjZWfpiQjlXt2LGDqqoqEfaC1V29ehUALy+vBu9Jr0mfEQRbJkb2wl1rrGxvfHw8O3bskKfnpTA/ePAgaWlp9O/fn7Zt2wK1hWYcHR05c+YMKSkp+Pn58dBDD1nmBxCERkgPqNKDrCHpQdTw2Kog2CoxshfMRmptK80ESGEfEhJC79696dOnD66urvJ7er2e5cuXU1FRwZ/+9Cfc3d3FLnzBqqRyxjU1NQ3ekx4EpGUoQbBlIuwFs2mstW1UVBTffPMNf/7zn+ssCfz000/88MMPREZG8vTTT1vyUgUTyczMZPDgwYSHh5OdnW30/XHjxtG9e3diY2N5/vnnSU1NtcKVNo2vry9QWyK6PqmUs/QZQbBlIuwFizMscSo5evQo06ZNw9nZmXfeeadBS13B9q1YsYKnn36a0tJSo+83x/PqAQEBeHl5kZWV1eC9rKwsVCpVoy2kBcGWiLAXLK5+a9uUlBTeeecdACZNmkRCQoK1Lk34g1JTU5k+fTqTJ09mxIgRRj9jeF79oYceonfv3sydOxcfHx/mzJlj4StuukGDBvHf//6X/Px8+bXy8nK2bdvGgw8+KLd/FgRbJsJesJrS0lI+/vhjJk6ciEKhYMGCBTz++OOAqJjX3Hh6erJq1SqGDx9u9P3mfF791VdfxcXFhfHjx/Prr7+ye/duXn31VSoqKkhOTrb25QlCk4iwF6xGq9Wi1WoZOXIka9euJS4uTp62F9P3zUvnzp3l3grGNPW8ui3y9/dn5cqV+Pr6kpyczOuvv45CoWDZsmUttkWx0PyIo3eC1Xh4ePC3v/1N/t/S8TvB/jT38+qdOnVi4cKF1r4MQfjDxMhesBki6O2XOK8uCNYlwl4QBLMT59UFwbpE2AuCYHbivLogWJcIe0EQzE6cVxcE6xJhLwiCRYjz6oJgPWI3viAIdy03N5eioiIA8vLyADh16hTl5eUAhIeH8+qrr7JlyxbGjx/PG2+8gUqlYvHixeK8uiBYgEIvqpcIgnCXJk2axLp16xp9f/v27QQFBZGdnc2MGTNITU1Fr9cTFxdHcnIyMTExFrxaQWh5RNgLgiAIgp0Ta/aCIAiCYOdE2AuCIAiCnRNhLwiCIAh2ToS9IAiCINg5EfaCIAiCYOdE2AuCIAiCnRNhLwiCIAh2ToS9IAiCINg5EfaCIAiCYOdE2AuCIAiCnRNhLwiCIAh2ToS9IAiCINg5EfaCIAiCYOdE2AuCIAiCnRNhLwiCIAh2ToS9IAiCINg5EfaCIAiCYOdE2AuCIAiCnRNhLwiCIAh2ToS9IAiCINg5EfaCIAiCYOdE2AuCIAiCnRNhLwiCIAh2ToS9IAiCINg5EfaCIAiCYOdE2AuCIAiCnRNhLwiCIAh2ToS9IAiCINg5EfaCIAiCYOdE2AuCIAiCnRNhLwiCIAh2ToS9IAiCINg5EfaCIAiCYOdE2AuCIAiCnRNhLwiCIAh2ToS9IAiCINg5EfaCIAiCYOf+P5YtzAmwXxFbAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.translate((-10, 0, 100)).mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can scale with different factors along different directions and pass in a `reference_point` that does not move when scaling. If not passed the `center` of the region is kept fixed." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "scaled = region.scale((1, 0.75, 2), reference_point=(-10, -10, 0))\n", "scaled.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is also possible to scale the region `inplace`." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "region.scale((1, 0.75, 2), inplace=True)\n", "region.mpl()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Other dimensions\n", "\n", "Regions can have any dimension >= 1. Plotting is currently only supported for 3d regions.\n", "\n", "A 1d region can be interpreted as a line." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Region\n", "
    \n", "
  • pmin = [0]
  • \n", "
  • pmax = [10]
  • \n", "
  • dims = ['x']
  • \n", "
  • units = ['m']
  • \n", "
" ], "text/plain": [ "Region(pmin=[0], pmax=[10], dims=['x'], units=['m'])" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region_1d = df.Region(p1=0, p2=10)\n", "region_1d" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The dimensionality of a region can be obtained from the attribute `ndim`." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "region_1d.ndim" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A 2d region can be interpreted as a plane." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Region\n", "
    \n", "
  • pmin = [0, 0]
  • \n", "
  • pmax = [10, 20]
  • \n", "
  • dims = ['x', 'y']
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  • units = ['m', 'm']
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" ], "text/plain": [ "Region(pmin=[0, 0], pmax=[10, 20], dims=['x', 'y'], units=['m', 'm'])" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.Region(p1=(0, 0), p2=(10, 20))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For dimension larger than three the default for `dims` changes from `[x, y, z]` to `x0` to `xn-1`." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Region\n", "
    \n", "
  • pmin = [1, 2, 3, 4]
  • \n", "
  • pmax = [10, 20, 30, 40]
  • \n", "
  • dims = ['x0', 'x1', 'x2', 'x3']
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  • units = ['m', 'm', 'm', 'm']
  • \n", "
" ], "text/plain": [ "Region(pmin=[1, 2, 3, 4], pmax=[10, 20, 30, 40], dims=['x0', 'x1', 'x2', 'x3'], units=['m', 'm', 'm', 'm'])" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.Region(p1=(1, 2, 3, 4), p2=(10, 20, 30, 40))" ] } ], "metadata": { "interpreter": { "hash": "2940b2f637ab9684f43d9709170b64af8bd4a8fb93490cb82c1b85cca32aed36" }, "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": "3.10.12" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }