{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Mesh subregions\n", "\n", "Often we need to define subregions in the mesh. For instance, this can be if when we have two or more different materials in our mesh and it can make our life easier later when start defining fields and assigning different parameters to different subregions.\n", "\n", "As before, the region of the mesh we are going to use as an example is:\n", "\n", "$$\\mathbf{p}_{1} = (0, 0, 0)$$\n", "$$\\mathbf{p}_{2} = (l_{x}, l_{y}, l_{z})$$\n", "\n", "with $l_{x} = 100 \\,\\text{nm}$, $l_{y} = 50 \\,\\text{nm}$, and $l_{z} = 20 \\,\\text{nm}$, and we discretise it with cell $(5\\,\\text{nm}, 5\\,\\text{nm}, 5\\,\\text{nm})$.\n", "\n", "Subregions in the mesh are defined by passing `subregions` attribute. It is a Python dictionary, whose keys are the names of subregions, whereas the values are the subregion objects. Names of subregions must be valid Python variable name strings (no spaces, no dashes, etc.) and the subregions are the region objects we introduced already.\n", "\n", "As an example, let us say we have two subregions of the same size, stacked on top of each other in the z-direction. More precisely, points `p1` and `p2` of two subregions would be:\n", "\n", "**Subregion 1:**\n", "\n", "$\\mathbf{p}_{1} = (0, 0, 0)$\n", "\n", "$\\mathbf{p}_{2} = (l_{x}, l_{y}, l_{z}/2)$\n", "\n", "**Subregion 2:**\n", "\n", "$\\mathbf{p}_{1} = (0, 0, l_{z}/2)$\n", "\n", "$\\mathbf{p}_{2} = (l_{x}, l_{y}, l_{z})$\n", "\n", "Let us name our subregions 1 and 2 to be \"bottom_subregion\" and \"top_subregion\". Accordingly, subregions dictionary is:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import discretisedfield as df\n", "\n", "lx, ly, lz = 100e-9, 50e-9, 20e-9\n", "\n", "subregions = {\n", " \"bottom_region\": df.Region(p1=(0, 0, 0), p2=(lx, ly, lz / 2)),\n", " \"top_region\": df.Region(p1=(0, 0, lz / 2), p2=(lx, ly, lz)),\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Having the subregions dictionary, we can now pass it to our mesh:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "cell = (5e-9, 5e-9, 5e-9)\n", "\n", "region = df.Region(p1=(0, 0, 0), p2=(lx, ly, lz))\n", "mesh = df.Mesh(region=region, cell=cell, subregions=subregions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The mesh with two subregions is now defined. Please note that it is your responsibility that the subregions are well defined and \"make sense\". If they overlap or do not cover the entire mesh region, no errors or warnings will be raised. This gives a lot of freedom to users how they can define the subregions, but also some responisibilites." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Mesh\n", "" ], "text/plain": [ "Mesh(Region(p1=(0, 0, 0), p2=(1e-07, 5e-08, 2e-08)), n=(20, 10, 4), subregions: (Region`bottom_region`(p1=(0, 0, 0), p2=(1e-07, 5e-08, 1e-08)), Region`top_region`(p1=(0, 0, 1e-08), p2=(1e-07, 5e-08, 2e-08))), attributes: (unit: m, fourierspace: False, isplane: False))" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mesh" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Regarding the mesh operations we can perform, all the ones we showed before are still there, but now we can use subregion-specific ones as well. We can ask for the mesh subregions:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'bottom_region': Region(p1=(0, 0, 0), p2=(1e-07, 5e-08, 1e-08)),\n", " 'top_region': Region(p1=(0, 0, 1e-08), p2=(1e-07, 5e-08, 2e-08))}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mesh.subregions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is simply a dictionary we used at the mesh definition. From the mesh we can extract a subregion mesh, by \"indexing\" it with the subregion name." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Mesh\n", "" ], "text/plain": [ "Mesh(Region(p1=(0, 0, 0), p2=(1e-07, 5e-08, 1e-08)), n=(20, 10, 2), attributes: (unit: m, fourierspace: False, isplane: False))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mesh[\"bottom_region\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This returns a mesh defined on a subregion and with the same cell size we used at the mesh definition. So, we expect that one half of the total number of cells belong to each subregion:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "800" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(mesh) # total number of cells" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "400" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(mesh[\"bottom_region\"]) # number of cells in the bottom_region" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "400" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(mesh[\"bottom_region\"]) # number of cells in the top_region" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The object indexing operator returns is a mesh and we can perform all the typical mesh operations on it. For example, let us say we want to get the centre point of the `bottom_region`. First we need to extract the subregion (`[]`), then access its region (`.region`) and finally ask for its centre point (`.centre`):" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(5e-08, 2.5e-08, 5e-09)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mesh[\"bottom_region\"].region.centre" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Mesh subregions visualisation\n", "\n", "Similar to region and mesh, subregions can be plotted either using `matplotlib` (`mpl_subregions`) or `k3d` (`k3d_subregions`).\n", "\n", "### `mpl`\n", "\n", "Defaults `matplotlib` plot is:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to change the figure size, we can pass `figsize` parameter. Its value must be a lenth-2 tuple, with the first element being the size in the horizontal direction, whereas the second element is the size in the vertical direction." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(figsize=(10, 5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The color of the lines depicting subregions we can choose by passing `color` argument. `color` must be a list which consists of valid `matplotlib` colours. Elements of the list can be RGB hex-strings ([online converter](http://www.javascripter.net/faq/rgbtohex.htm)). If the number of colours in `color` is smaller than the number of subregions, the values of `color` will be used in cycle." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(color=(\"#f33f00\", \"#0000cf\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`discretisedfield` automatically chooses the SI prefix (nano, micro, etc.) it is going to use to divide the axes with and show those units on the axes. Sometimes (e.g. for thin films), `discretisedfield` does not choose the SI prefix we expected. In those cases, we can explicitly pass it using `multiplier` argument. ``multiplier`` can be passed as $10^{n}$, where $n$ is a multiple of 3 (..., -6, -3, 0, 3, 6,...). For instance, if `multiplier=1e-6` is passed, all axes will be divided by $1\\,\\mu\\text{m}$ and $\\mu\\text{m}$ units will be used as axis labels." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(multiplier=1e-12)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we want to save the plot, we pass `filename`, mesh plot is going to be shown and the plot saved in our working directory as a PDF." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(filename=\"my-subregions-plot.pdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`mpl` subregions plot is based on [`matplotlib.pyplot.plot` function](https://matplotlib.org/3.2.1/api/_as_gen/matplotlib.pyplot.plot.html). Therefore, any parameter accepted by it can be passed. For instance:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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nYF+UOze6XC76tqzwZnc5bUTPOYW4RecN2UxSeh0GdzcOJc6x5anfk+xpQfpYvT6LOb+5X86s8u2nNZLgvK+LaKSuMqPRKKc/RzKrDPYtBjSCgKellt4qrxXj2LMdPG4EvYmkq55C0OrwWHvwWLvQJowNKAwmk0m2ZpQuQ3WDMhWVyPCTFRV/nYX9ESi7S0IZX3HbbXR8/yp9m77xTlYnXI150oKg7i7fZpO+3Y0lUVMG0n2Po+TpP5Pp2jVo7DpdFofd/Ai9vb1A4KB0JFKM/WVThSoG/mIqynqSkVhHvkjjCi4Hzt2VOLpasEw7EpfLRe/Gr+n5/hU00Yn9vcqmYsicgsYcI39eKSq+1yFQdp30vWqVv4rK0Pzk3F/KTC69Xh9QLHz3jff3HmkV6nA4cPe00/reX3E216JPySbpF97srmDxl6GaTSqzv6TUZGmPFGU68DjnLvAzT41zDhQaZTW+b2sWacxAG34FwtdF5NtGZri1MZJLy7dzgHSsw7WOBrjgxk7COM5rhZpMJhiTjbtgPrbaMmwVy7BVLAMEdGPGE3/WbX5dZMrroFb5q6iMnJ+UqITbWViaCKX3SygFR/a3m2MQ9AaiZhxF3BEXYTBHyYLjD8ndFcrr0uo8UBuVpiDn3NKwF3NszKC/B5oE9Xq97DIbTorxcIVrqNV7oAB60CabYRwvgJCWR8LJk7yustZd9FVvwlq9CVGRpt23fS09G75GlzkFQ9ZUtInpfo9d7uYcRGwdDodc5a+mLquoePnJuL+UtSdDubt84yv+akckd5e9fgum3BkAiE4HWqNJ/g7JbaZkqL1VpIlF+Xqw43U5nbQ9fSXB5qJGIZVJS+5Hp4jbDMVopBj77lQpnZe082O4O1Qqj9WfWy9SrjKNRkCn8/5mHUvfomvl+/veExXvbemfNRXjxPkhiYJa5a+iEpiD3lIJtbOwcrIP5P5RurukYkZXSz0p59+NYewEdCaz7M4C5OJHCaUg+ZvslBO4UkSCTeI6vZ4mIYk0Wge91kIcdn08iCKG/rhFxdLvvRlQGYWkTy9mTE6O33FHI8XY3+pdGcxWCsJw2u8HcpUNx60nHe8+obOj1WpJWHQesbOOw7qzFGv1Rmw7y7Bv+RFX405MBQu839e2B09PO/r0fASdYdC4SisxUOqysuuyWuWv8nPioLZUfN1dwarfg032Sj++2+2mr2I5HV+9gOi0EzXjaOKOuBCD2dsiRJowlSIG/i0gJZK7S9pcS3kcvsfV1dbO1g/+xaTTfkVMYjwAa//vDrI9dfJ76vVZzLrmHqKjo7HZbBgMBjQaDT889wRZzcvk97WLMXTG5WEZP53Jhy4aJIT+CBREH27AX7q+kiUpNcOMZPbXSBIJlEiBerfb3X/faHC31OO29mDInIzL5aLz+9exbvgctHr0GQVylb82aVxIloda5a/yc+agFRV/2VTKSV5iqFRfX3dXx3cv01f6HYLBTPyxVxA1eaFfd5Y0mQ2VYebrDvPtbixN4JIgbi8pwf71P4gXetg5ZjFzfnkpAPVNPdzy9BqOmZPBZScVyONHR0fT09Mjf5dWq6V1TwO7NqzGWVtKirUGk+CkhQQmX/8YAE276rD1dJNRUBDS6jhQFXqoloEkKkr312i2kRlJBlyg7C/l8TobdtCzZSXWnaW4mvclS+hSskk4727AuzmZIAwt4BA4hVut8lf5X+SgExV/rVaUdQNKSyKUdGKpQ7HD4aBr+b/pXvUB+tRsEk+5HmPyuKDZW0r3SyB3l6+FpBQVZfaX0+lk4yf/Ia3qEzR42J1xFHPOuVS2bHqtTlZXNDEuJZqJWfv2IVGKii8ajQbR42Hn5s24bH1MPXwxLpeLFf96ipy2lfSIJlqjxqPPnkZ20RziU/xvoOU7ptJdI1kGwcTAn6j4u1bh9hQbikBpwMEEMZCoBDpe0dqFvbaMvuqNCOZYog75JaIo0rv2Y+zbVnutmMxC9BkFcnfpoY7Zt/WN0ppTU5dVfuocVKIi+fol94nywVeKylCpvL6CIwXqPQ4bPWs/IWbeqYPcXb5IK+FQthL2/bskKNI59HR2Uvrak2Rbt9ArmrDPu4QphxwaUiA9mKj4OyatVsuWFctp37SUhO4dxAj7+obV6XOZ9es7QxpLIlCBoPI4QxEVJcEm1pG4ygIJonLcUEXF93h9xavlm1foWf85uPt/f40OfXo+xgmzMc84Oqxj9rXopGPWaDRqlb/KT46DRlSULi5/q2JpIpII2d317ctYcgoxFiyUxwnFnSWlivpOlEN9XumWkV6v3lyG5vO/0KJNJf2MG0hOH+v33PxNsmazOWRRUSKtdHdv287e0jUIDeU4zUnMvfx3eDweSj58F7FhC5qMQjJmzCE1K3PIMZWTq7JqHjgos798x5UsYGVdznCQxEuLB+ee7fRWb8RWU4qzaSeG3JnEnXIDAI5d5Xh62tBnFqKNSQz5mJUiLlm9DodD3aBM5SfBAReVQO4uX8JxdzmdTpytu/uzu+owjptE0jl37POZh1Bd7/F4BqQi+3vdF2kSk0TB2tuLOSoKt9vNtvXryZo8Bb1xcDYRQJ/Nxb0vlTApO55fnTw54pXz0iQlBYiXPnEXWX3l8uttxNEVl0fMxNlMWrAwpDGl66FMo46EGIw0xuMPSRCNRqOcAh2JcWGfEGDrAacNITYFt9tN6wePYq9a731PQnp/lX8hhoxJcqPMoY5ZqouRRER5H6ipyyoHIwdUVEJttSJN1uDfxeIrOAOyu4qOIemYS9H0p4YO1UxSOXErRcXf60qkhAGPx4PD7mD1S09g6axh0pKHMJhNQ8YOrHYXlz+4lJn5Sdx8wQz571FRUTgcDvkaRCKrSrKMmnbVUbdxNa5dm0m17cQouAa4yHZVbgFg3MSCoFllUgxAcl1GUgxCcWmFg+T+8q0nCSV2FApKa87dsRdr1UasNRux79qC6PJu3qbPmET8mX8AwGPvRdCbA1b7K12Lwa4FqKnLKgcHB6xORZpognUWll6XXCvSA6ZkgLvLYafjm5fo2+zN7ko4+XqiJi9AO4S7S8rO8ic4obyuFLSWPQ3UvvVXsj2NtJBIT2cH6Qk5cquYQBOiXtu/IZh78HVwuVxDtp8Px4qRziVh7BgSxv4CjeZ0PG4PtZs3kaY3YDabcblcNP/wH7Ls26n5wkJb1HiMOVPJnjmHuKQkv+P6q92QKvyHO2mHUtk+3DYy/mpuTCbTiMYd0OnAFI9h2pGYi45Bi4izYQd9NRvRxKbKrq3eZW9hry7xBvszC73bLMf6T6gI5Vo4nU5sNpta5a9ywNjvouLr7grkh5cmz2Ar0kGtUrRa3F0t6NNySDz5eozJGfLq3t9ENpQ7S/qOULO/ypcvRb/yX4wR7NRaCplz+U1YomOw2+2ytaHT6fxOiFptv3vDHXwCC9R+3mKxeD8/DOvA4/GAANnTvRaS0+lEp9MRXXgou7YaSOypIqevDCrKsJW/xbaYGcz51Y1Bx/TXUywSk3YobWSGY8X5FouG2p5mKGQhAEjOwZI2YUDMxBabhFNvwr59DfbtawDQxo/BVHg4ltknyq66UK+Fb9GozWaT44Nq6rLK/mC/ior00EpiEegBDTe7y9lUiz41G0HQkHjybxD0Bjm7S7kLoxJl/CVQs0kYvDeK7+elCX71O6+RvvMzPGhoyD+Dw844Z1B2mLLJou/EJYoiOq2A2zPwu6R06kATi9I6iFT/L2nMgkMXoTn8CADqt26lcfNaNA3laONS5JX22lf/gcbahj5rOmOnziZlXLrfMYNN2sN16QXa8ExpxQ3n/EerrxoMvg7RC88i7rBzEDsbsdaU0le9EfuuCjy9nfJnejZ+hbOnA0NmoXebZc1g91a4Vf7qBmUqo8V+ERVlZ2HJFxzM+giWSaQUHLfDRuc3L9NX9j1JZ96KKXcGWkvMoBiNcmIOZbMu6RgCCZq/z8dlTqCzNpbo469l4azZA0TT3zh+J0StBpdHJDo6emSrYh/rQNrwazi1IdKkmZ6fT3p+/qB6E2NXHWPde2Dbdtj2HpXE0x2fT8LUBeTNmuV3zFDEYDgBf18rTmkdSYkEoXQc8Dfu/nCV6QsXkzj9KLQCCB4XgsH7u/WVfouzqZa+Ve8jGC3ox03GkDUVQ/ZUtLEpAccO1n3a7VY3KFMZHUY9UO/bakWaJHxFJRRXlLSqdTqdOFvqvdldrfWD3F2+1oW0UpP+O9B3+B6Dv71RlK/v2LiBxLEZJKales/N7cZkNg/oSCyds9PpHPKBfeb9CuKiDZx3TJ7sIpEEbrhuHYlAacsjCUxLk1FLXT11G1bhrttMqn0XBsHFzvg5zLn4WgB2lKzHHBPL2AkTQprUA1Wgj7RQUhIuQRAiuomYMkAeqfY0gCwCHlsP9tpyOXXZ3dUMgHHyocQecwUArva9aCwxaIxRIY09VJW/mrqsMlxGVVSklaYyNiKZ28oHbqjMKsndBV53VG/ZD3R89S9El52omccSt+gCDGaL/Lovyocj0Hf4c7n5toiRjtHtdrPu/bdJq/6URn0Gxdc/iNFolM9LWr1KSDGd4UwyZrNZFiRpIohE6q6/Go7hTtxS9pfL5cLtdFGzaQNxqWmkT5iA2+1m46PXkyq20ilG0R49HlPuDHJmFRMTHz/k2JHu/WU2m3E4HPJv6q/oMBKdkSPVnkZyt3njbv0ZgF3NWHeWok1IR5c+EZfLRcd7D+Lcsw1d2gS5V5kuLRdBO7QzQq3yV4kkoyIqvu4u5UQtVQm7XK4BrqRQ4is6nY6u0u9p+/Tv3uyu467CMml+SMWMobi7fI9BEhXlMfZ197DplUfJslbSI5rwHHoFMxYtlr9feX7K45fGCddCkCZB5bn5uqBGmrobqKgx1NW2NOHY7fZBY2o0Gjb892NsNRtJ6q0mSvC+xyMK7BpzOHPOuSysY/UnhuG4nvxdTxgd60g63lA6JwQiWK8y5djtP75H3/b1OBp2gOi9rwS9CXPxSUTNOSWsYw6lyl9NXVYJRMRFRenu8jdRSzelZMEMlXkF+6wPvV6P02al/asXiJl/Gsak9JCKGaXdH30nklD3RpGOsW7rNto/fpwkOmjQjmX8ebcwJitzwDko28lI1o3NZpMnkWAFgx8vr8XmcHHWEePlYwg0CSrPQbmSH+nKWHndQi2+lN5rs9mCjgkCuyrKaSpfi25vBdopRzHtqGPxeDys/+f9iIKAbtxUMmfOJWnsmCGPM1Dvr2BiONT1lMaNpHUU6HhDcZWF06tMq9WicTmw11XQV70Ba00plpnHYZp2JADd378KbheGrKnoMyejMUWHdNy+Vf7KRZFa5a/iS0RFRXrogqXhSissCOyKGlTMWL4U0ekgrvh4OWg6VHdiaUJ0Op2yH993tR9MkHzdF3arlZqnriNGsFKbOJ8Fl16HwWj0u4mXMn7kL+FAOgffDJ3rHv6Ojm4bz/5hkXztwu1VNdKVsT+UEywMnrhDERV/Y0rH6nI6Kf3bEhLpkl9vJoHehImkzlpEduGUkMYMxfUUiqj4MlLraCTHO5xeZbDv+mo1AoLGe5/vffYGOR6DIKBLzcWQVYgxrxhdSnZI4wZr4qluUKYCEcr+UtaeSKv0YJlTMPRWwE6nE7fdSuc3L9FXvhSNOZaY6YsR9EYMBsOQ9SvBMshC3QpYsnAAjGYz9pnnYEdk0QknB3SnSX5nKfPG34MlWWswMECq0YDTLQ7IVgr3wfRNWZUm/JEUIPpLr1Vmag1nYvVNf51y49/ZW1PDnk1r8NSXkeaoI6V9NXU7kmVRqVi2lLj0DMbm5voN+AfK/lJmvw1nogulNma42XpDZasNd2JW/mbSfZB+9ZO4mmroq96ItaYUx57tuBqrQauTRcVRV4EmKh5twli/3x0s3do3s1NZm6W6yn4+jNhSCdZZWImymNHfNr0w0N3lze56AlfrbvRpuSSecj3mlHFBa0sCFUxKk7hkRQ0Vf5Feb9mzh+0fvMC0C64nOi4upN5fSlHx3axrKG775xpq93bz0m2L5MlLmmAi4YKJZHBeOaYkMEp3znDjO9KYLqeT6g0lpOcXkJCagt1mo/aJqzALDjrEaDpi8zDnTiN31hyiYmOHHNNf9lckXFqBtlgeifsx0PFGMqtMq9WicTtx1G9BkzAWISYZl8tFyws34ulpQxOd2N+rbCqGzClozDEhj63X6wfF+6TnXq3y/99nRKKizIwK9hApM6ekfytFxXcy7y1bSufXUnbXccQtOh+D2SKv3vw9VMHcWdLNHEyQfD9fvnwphpX/wiLY2T3+VBb+8sIhe3+Jojig8EwpZpJ7INDlfuDlEjbt2Lel8Iy8JG6/rBiDwUBfX5983ZSZViMRBH/B+eFOstIYdrvdbyxipGnLWq0Wj8tF6VefYd+5iZS+GsyCd4XvFgX25p9O0YmnhjSe5P4CBgjsUHGjUPEXfxiJq2y0s9VgoKusZ/P39FVtxFZbhmiTumMLRB36SyyzTgD21X0FQlpo2Gy2AQsZGOgqU6v8/zcZlqhIK1JBEEJKBfat21A2avSdzEVRpO3jJ7DXlnmzuwrmyYIj4TvpBcreUr4erCWMJHpOpxOXy83aN59n3N4f8KChueB05p3+ywGi6O8cXS5XwPiOdI7K1bxyMvAVFImZE5P548Wz5GurjMVID6ry+o5k1e0bnA9nMgwUUxmN+I5GowFR9Ab8y9aib6wg7oiLyJk2HZfLRcXfb8VmSkafWUjmzLlyDZGEv5hKsDjBSCyuSNSw7O9sNXlBJAh4WnfRV7WRvppSouacjG6c1w3Z/u/70Bgt3o7LWVPRJqYPEAVJVKxWq9+x1dTl/23CFpVwOwv7W6VKoqJ0d7l7O9BGxXu/w96Hx9o9KLvLt8ZlqP5gSlEDBk0QvhZSR3ML217/GxmuXXSIMUSdeD0TZ84c0jqy2+0h+78lq0lpxZx+66cB3//2vcf4/btk9SgzyqQHdqSr43Anw1AC9cEmlJG4c5RjtjU1Uf/8LcQKvfLrTSTRlzSR9PlHkzFhQkiB+tFyaQ2nhsViscj3VyD8XdtIu8rkxBeblb0v/xFXa/2+84qKR59ViHnqEejH5oWcuOE7ttvtlt3G6gZlP13CEhVl7QUEDnQrV/7+kAKc+9xdP9D59UvEH381lknzAf97zytFZajsLWX8Q3IdKMfyFx+p2rQJ3ZcP02DMYeolN5OYkhJw0pPO0W63y9bDcNBqtZz1p88Dvj4lJ4Gi/CTmFqYyNilwtbTSipFWfFJa90gnmEB1C8prG27210gso2BjCoJAQ1U1ezatht1lpDnr0QkeWmZfzuRDDsNsNrPm4w9IyStgTE5OSOOOhsWlHDeYtWGxWOSmkKESKCU8kq4yrJ1Ya0qxVm/EtrMMj7WLmOOuxlSwwHsvbP4WT1QS+vR8BJ3/PYQCje17PdQq/58WIYmKtPJRBqF9N7CC0DbSann3Iew7N+37TFQCYm87gtFCwglLsOTPCTiGtHqRbqqh9kZR7mevFBXl6x6Ph77ubqLjvPvCV28uJW9GkRwTgIHuNmksj8cjx09Gyjl3fBXwNUEAUYTzj8njF4fnAlC1u5OxSRYspsGNMmGwFaPMzolE7MD34ZfETIr9hMtw6k1CQavV4rI7qNqwjoI589CbTHQ0t9D9r+sAaBdj6IzLwzJ+Orkz52CJGbpuY7SsgkCWnCTWIxGDUXeVaQQ8rfVoY1MR9UY8Dht7/u8K8LhBq0efUSBX+WuTxoX0zITiKlNTlw9OhhQVKXXWd6L3FZVg7i6J1vcewlazafALejNplzyIMWlsWLUjg04mQIW+9Hffosy+7m42vfIoRls7U699CKPZNOA8favjlSnTI/G1A3g8In02F9EWPQ++uoGN21oGvWdGfhK/PXcmpTtamZSdQEq8CafTxVV/+Z4eq5OJWXEU5SdTlJ9M9pjogA+Xv1hMJK0YySryXcWPtPgykkFp6R6w91kp//ZznLWlpFhrMAnehYZbFOiYewWTFhwCILtgQj3WSFsF0rkrrfpIjDtabkhQXAsN2HZV0Fe1EWvNJlwtdfJ7oo+8FPPUxQB47FY0RnNYY/u7J9Qq/4OLkC0V35Wtsi/WUIWI0g9e88BZAb8j54/vBB1Dupl8g/6+3+FP1KQHaWB1/FbaP36ivzo+nYmX3EbymLQBn1eKSqTcXQA9Vid/f7eMzl4HD15zCHqdhrueWzUo++tPl+zr8itZHE63yPvfV7G+sokd9R1IP0lCjJFLTyxg/tS0oN+ttGKk6zJSK0YZmPV16UQi4O270h7JmMrsL4/bTW1ZGS0V6zA0VZBzwR+JSUykr6eX3c/fTEdUNoasaWTNnEN8iv+Ns0bzWGGf+0sZ54nEuBL+4hojFS8pDiK5qbF1Y6sppa9mE1Fzf4EQm4LH7aL12evQxCR5rZjMQvQZBQh6Y8jH7ZtlJz27aurygSUkUZFSGpVIK/pggXIYmN1V//B5Ab8j6dTfYsgqRGMaHDeQREua3H2FRykYgdqISLUxoihS8tnHJJS/g0FwBa2OV7rbpHThodIph6J2bzePvLGJxnYrMwtSuPGcGRj14Y+n1WrpsboorWpj3ZZGNmxt4qbzipicEw/A398rIyMlKmQrBvZNiMrrHYoVM1S2TyQD3iMdM5Tsr5qyMno++isxwr7zaRRSsCZOJPeIk0hO979njC++Af/hpFhHRUXR19c34L4ONG4krI1AohiOq0y5BbKEr4Xk7Gqj+ZOnsNdtAXf/c6fRoU/PJ2r+GejT80M+ZrXK/+Bi2KIi3TiBXFUwONV399/OH+JoNCQcfzWWwsO8//SJ0fjGRkJpSCkdg0ajweFwsOLlv5Pd/CM2UU/PrAspPv7EgJ9XuvSkauqRsGxTA89+WIHD6eGXR+VzxuJcBEbeJUej0YDgFUC9Tktzey9XPPCNwooxMKPfTTYjLzFoLEb6/3CsmECi4stoBLzDHTOUbCppIbF723b2lq5BaCgn1bkbneDBefKfSR8/HpfTyeYvPiF92mzSsrPCPtZQkxP8iYq/cZXWRiSSHmD4PdD8iYovkmdBI7px7tne39Z/E86mWuJ/eQf6MRMQRZGe719Fn5aLPrMQbUxiSMcdTHSBQQKkEllCEhUpoC3h22jRl0Cpvi3vPoh95+ZB79ePzcc0fga26o0kHHsF+pQsNBqBptf+jC41G1PuTIxZhWgMRllUhqpu9z0GKQZUvnwpjtXvMuaM35FdMDHg55V1JQ6HY8RZM//+ZgfvfV+D2ajjt+cWMTM/cUQPfDCUVsz6LY1s2NZMV6/3Ab/xnOmyi6yhtZcxiZaQrBhlXQwMtGJCFRUlgXz7kbBigsULhpNNpdVqcVht1G7eSOGhhyOKIpVr1xD13aMAtBFHV1we0RNmkDOzGHOUJaRjDSVtOxRRCTYuRCbpAQK7ynzFy2g0ynsIhTO2TqdDsPegMcfgEcHWtIvml27Z956EdAzZ/VX+GZPCcpX5E10pHqO6yiJLWKKinKil1hG+D6evq8mXlnf/gn1nqfxvY840ks/644D36PV6nB2N7HnxFkR7f0aRTo8xs5DoicWYJ85DH5MQVnV8ztQZRMXHSaeNwaAfcithu90ujyWteMJ1BUhs3N7CG1/u4OYLZ5ESF1qKZSTwrro11DR0s2FrMycuzMZk0NDVa+fyB74jPnqfFTN9QiJR5qGtGH/9noARZSn5e/AjYcX4jqnVauWu0cNBEq7O1jZ2/Pgtrl2bSbXtxCh4LV2XqMFz4h/JyM8fEJsbikCBaKmjwkjSrMOtjQkFSbz8ucqkeyIcUfEdW/rNxI693l5l1Zuw11UguryLo7hTf4chZ7r3e1vq0CZmIIRwnQMdtySMqqts5IQsKtKPIU3E0krQ14IJ5oqSfszmT/9Bz6ZvSP3VI+gTx+47GB93l+h24dizHVv1RmzVG+SCq9Rz/4x+3CQAHA070Cv27VYmDbhcbta+8SxZTcuoN0xg3vX3Bj1G5ff7SxeWJlNpBagUGX9sq+tgTKKFhFhz/0reBhFwd40E6fjbuuy8+t8tlGzdZ8VoNAITM+O49MQCctOD99NS/vYGg0F2ecDo7O8y0piBNKbRaIxoLy2tVovb5aZ28yZaKtaha62m6Nr7QRDYXVWF9eO/0RY1HmPONHJmzSU2MSGkcZXxrUj1VJOOdzRqbnxdTlLWaCSzyjSiB2fDDvqqNxI17xd4BC2u7jZaX/gtginKG+zPLPRusxyTFNLYvtYtMKAZrFrlHz4hZ3/5TsTSxCqZkMFcUTCwNqTrh9fpXvspKRfdjyEtVx4vWEqyRqNB7GnDWrUB45TDELQ6XJ3NND53A4LRgil3BlH5szHmzABjFO3NzWx//W9kuOpoF2OIO/m3TJgxI+BNLp1DqG3RlSseaX8YaWyPx8NXa+t56bOtTJ+QzJ1XzBvkQjwY8LVi1lU2sqOug6duOoykOBNOl4cXP6lk+oREpuUlEe3HipGqnu12u+yWVApCJFbGkSyUlNxfgF/LYKRpy8qJdfMP3yH8+CLRgvf7PCI0aVKxJRcw6bgziUmMH3LM6Ohoent7hxXbCOV4R6PmRuqIDUTkN/NFeY3dXS20L3sH285S3N37sie18WOIOe5q9P3zS6hYLBbZ2vLNhlNTl0MjJFHxd5NJF1VS82Dt7n1rXJx15dj3VmOedAjamMQBguMPpTtLr9fLAUBXZzM9a7y7Crq7pDoPAXdMGtauDqIFG3XGCUy7+BYSUpKCurtGmi4sB1898Mx7pXy7vp7YKAM3nT+LSVmhdXg90Gi1Wqx2D3ExJkRRZOPWRu58fg3gtWLyx8VRlJ9E0cRkcsbEoNfrZEFRTsRDxWIiZcUEi0UEIlBMJdKpwLAv4F+3pZLGsrVoGspJc+1BRCD+iqcwR1nobG2leuVSxhXNIWXcuEFjREdH09PTM+BvoxWYj1R9kG+G3Wj1VlOOrdVqETsb6avehLXG6ypLvPivaCyxiA4bnR8/jj5zsneb5dRcBI2Gjg/+hnNXmTyWPmsqGRfcOcDdGKhwVBkOkOYPFS8jEhXlqskfgawPpftoqAp83xoY36JL6ce27t2JrXoDPdvW4m7YgYjA7qxjWXDGOXR8/xrmCbPQZ05B0JsGjR+pdOGmdiuPvLmJnQ3d5GfGc+tFs0lNjBpRLOZAIVkxOxu6KdnWzPotjWyv68DTf/iPXH8oeZkJ2Gw2eqxOv1YMDK7uVxZLRtKK8Z0IA02woQTqR6v3l06nw9bby57t25g8bz4ul4t1n37ImIq3AGglnu74icTkzSB35iyMZjMxMTF0d3cHHHM0A/OBJtSh7uOh+qtFItU6ELKrTACd3rvvUl9tOS1v34uUDikYLYgaHVi7Bn3elDuDmFNu9Du20rKTFjTK66HGY7yEJCq+Kwrph5P8pv4IZn1IF11aZfm7kQK1fJFEJVhLmI2ff4I5MYVphx5Gd/mPtHz4WP+BazGOm4Rp/EzMebMwp2YF3UwrHJwuDzc8tpzWLjvHzsvi0hML0Gr2na/yRlS6yX4qaLVaem1uNle1UVHTylWnTcXpdFK9u5M//GMV+Zne6v6Z+cnkjI1BowmcUSaJjK8VE4m4gT+LQznBDjf7S1nQGYk4hDRBte3dS82qpbjrNpNq34WhP+DvELXEX/YYaenpdHZ2ys/LUIxmYH6ozDqJcHfXVE7Go+Uqw2nFsauC3qoN2GpK9+2A6YeU618KaWzfa/3GG2/Q0tLCvHnzKC4ulu+Xnxthi4okFpKP0XcCCKX/l2vPNjpX/gdL0TGYJ8we9Lpv9pYSg8EgF0FKD0rtlkoavn6d6ZfeiiUmekCMx+124dxbjWPnJvp2lOBsrJHHSrvq/8ASB6IHPB4Enf/VdqisKm/G4fKwqGhMwIfBNxajFJiD3YoRBEFOF5Usj627OvjXx+Vs29UuWzFx0QZm5CVx4XETiYsOnOnmr7rfNzg/UivG1+LQaDQRyf4KZXINB63Wu2dM9cYNtFWuh9425i25DZPJxNov/ot+3Vu0R4/HlDuDnFnFxMTHhzxupAVRGjeQC85sNg87E3B/ucqCFWKHKiq+bN++nf/+97+sWrWKxsZG5s2bx8KFCznkkEPIygqtlul/gZBFxe12Dyg09C1EhKGD7ZLg9GxZSfP7jxB3xEVEzz5hwHuGavliMBjkYxBFkfWffkhixbsYBDdN0y5kzkmn+q2ul9rKYO2ir2oDtoYqYhZf5I2l7Cqn46PHvPt15xZhzJ2BNnroQqs+m4t3v6vil0dOIC7W2wnAbrcP+TklPxUrRqPRYDQa/a5AtVotfXavFbN+SyMlW5uwOty88MfF6HUa2rpsfLd+DzMnhm7FSAsDqX4gEpOhVuvdSVMiEpPVaMQ3fLPfVn/wLlHl7xMleO8tjyjQqE3FnjKJotMuQG8MLUV9tATRVwik5y8S2Wqj4Yr02Hpoffa6gK+n/faVET1/oihitVpZuXIlK1asYMWKFRx11FGccsopPPTQQ1RXV5OQkMAVV1zBueeeS2dnJ3/6059YtWoVMTExXHvttZx99tl+x16xYgUPPPAA9fX1TJkyhfvvv5/c3PCSEUabkLO/fIsdg3X+9YfSerDVbKL5nQeJPfSXxMw/TR5vqK1+ld9h6+tj/Sv/R3b3Rqyigb7ZFzL7uBMCpgsrC7Z804VtVSV0L3sTd/vefe9PycaYO4Pouaf6LbKqb+rhkTc3saeljwuOL+CMReMj9gAp0z0jkZI5UqTJLZQiUK+LRqC1y056Sgxut5vPV+3kn++XAxAXZWBGflJ/dX8S0ZbQq/sjYcVI7i8pLT6Sk9VIkwj8ER0d3d/9WaCuopzG8rXo9laQ6tpLN1FM+M2TaDQadldV0by1nMyZc0kaOyaksUcr4B8VFYXT6Yy4C0465uG6ykRRpG/Vf7Bt+RFNbDKuPdsGvceUO4O0c24b0fUQRZFYxRbXoijS2trKiSeeyB133MFJJ53Eli1buOyyy3j88cd56623MBqN3HfffWzdupUrr7ySf/7znxQVFQ0Yt6WlhWOPPZa//e1vHHrooTz77LP897//5ZNPPjmoYjghO/1Cye4KNKkqxUAURegPlnuc3lTLUNKJJUHSarXsra1l9zuPkC020yQkkX7275mSnx/089JN4q/dimnCLEwTZuHqaMRevRF7zUYcuyvx9HYQvfBMAFydTTgbqjDmTGNtVS9P/6ccm8PN6YsmcMrCrBELCuzLmlLmyGu13mp16bX9bcUYDAY0Go2cyDAU0rElROvkBpOHTs8gLsrEusomSrY2sXRjA0s3NqDVCrzwx8WYjTrcbmkvGO9vI8UPpP9XPtzS/WAymYZtxUjxQGkRJE1WIx1TuTqXjtNoNAatQA+E1HNOuqYZkyaRMWkSOp2Ovu5u2L2bmJgYXC4XDeuXkb33ezw7/kMFifQm5BObX0TOjJkYzSa/40uTvfRMSNdAqjkaScDf6XQO2rbZZDKNWLyUi6xwjlkURXqXv4V1wxdo49KIPe5q2t/7C6IitqLPmkbaObfR19cXcOxQLFvf+UUQBJqbm1m0aBGnnHIKAIWFhcybN4+SkhK+/vprvvjiC4xGI9OnT+fkk0/mgw8+GCQqX375JZMnT+bII48E4Ne//jUvv/wymzdvZvr06WFdR1+k3yES4hSyqPj++JIfXHIrBXJ3+QvoSyt/0WGXBSdQnyDf+IpWq6WrpZlkTwu1MdOZc9nviIqJHjJdWNpp0mw2B3Qx6eLT0M06jqhZx+Fx2HB37EUQvJOabesqen58BxEBtzOZxfosZh1/FDPmjA/1EoaF0hUGDBCY/WXFGI1GRFEMa/MtX9xuNwYdzC5IZM7kZKCQuqZeSrY109JhJSbKhNvtZl1lM89/vIUZecnMnJjE9LwkYiz73DrKILVkqSgnQ71eL9dHDMel4ztZSVaMcsxwV9oejweHwyHf29IK22LxtnEZ7qTtcrkwmM2MycuThXvC4ceza200nvoy0hx1pLSvhjWrqV9tIfc3T3knc6cTTf8K35dAgmgwGMK2NiQxlAgmBCOx5kI9ZqfTQfd3r2Lb/C3ahHTizrgFbVQ8pvEzsW78kvhz70afmj2g9sTf2P7uM3/Xw9/EPHnyZB5++GH5352dnaxbt46CggJ0Oh2ZmZnya7m5uXz55ZeDxqiurmbChAnyv7VaLZmZmVRXVw9bVKTU6EhaOiGJir8vlAJ/gcQgWEGkxuBdOQlu72cDucykdF+Hw4HL6aS3u5uk1FQKiudQG/VnFk2dKr/u75glQZPcHW63e8AkFCxQrjGY0KTmyP825c2hrcvG7g2ryNG3MJ5mWL6e5op0ki9+UBaf0cLXilE+mJFOWZYC8t4HcnitNvwhr7iTTWQkZ8ouDL1ej8vjtSaXbWpg2aYGBAHy+utizlg0fkAcxteK8Xg88m8sPfySdaCcuEdixUjxmJG0kJE+Z7fbBywSRuIiku6LhDFjSDjlLLTac3A5nVRvKKGjcj2iAAUGb2pt6WcfELPzBzpi8zDnTiN31hyiFG4a33F990saqSUHkRWvUI5Zq9HQ9/0r2DZ/iz4li4QzbwVjtDd25/AulgTDPvd2oHNRPn++10Oq0/viiy/Iy8tjnJ96IyXd3d0sWbJEtlZeeeWVAa+bTCa/Czmr1Up09MCN5Mxmc1g995TnI3lwdu/ezfLly9mzZ49caDtmzBgKCgrIyckhJSUlrEy2sHPelO6ugIP6urt80JiiMGZORhuX6teU9I2vtDU2UfXG39CILmJu+Bt6g54J06YFXI1KN6oyXVgSRt+bWpowlKsmXytGFEV0iWPJOfZcOscfR0KKAPWbsddsAq1WFhRrxXKsW1fKwX5dXGp4FzdEAq2ijEbvwzFU+5hgSNcinJTQ4aI8xsNmpHHYjDGyFbN+SyNbd3XQa3Vy1hHe1VldYw8793YzIy+J2Cj/Vow0bm9v7wDxlVaXklsxnAkrkJtoJJZRoEnKbDYPujbh4Ha7ETQaJswuRiieI1tHJpMJQXRjxEFO90Yo3Uj3ptfYoR2Dc8xUis+6IKRrAIEtueEccyDxUl6H4SZouN1uHK176N2yEl1qNoln/gFDTIIc79IfdTGOeaeCJV4+r1C/w/d6iKLIqlWreOihhzAajRxyyCEccsghzJ8/n7i4OPlzdXV1LFmyhMzMTB5//HGqqqoGJffYbDbZmlUiZdUpsVqtft8bDGnxtX37dp555hnq6urkWCV4F/nt7e1YrVaysrI45ZRTOOGEE0hKCrH1TSiBeska8I19+BYihtKKXhKcQC4vX3fX1rVrEL9/lhihjzpjHjOv+BMxcbFDNpOU2puHY9b5C5R/ubqWZRv3cPtlczCbDEGD1V3fvUrfxn1mqzYxHWNuEabxRRjGTQ75OEZCsPYxQ/3U0kQRavxkNNFqtdgcHlq77OSMjcXtdvPyZ1v4cGkNggATMrxWzMyJyYxPjw05o8xiscj/HYnA9GhlfymTCCJVHKjVahE9HnZVlNNUthZ9YwWp7kYadOMouvY+AKo2lNDTuIfMmXNJTAttUeR7DcCbBTnSgH+kstWcTTvRxqWgMe7bq8lfPY90rCNx94qiyM6dOykpKWH58uWUlJSQl5fHPffcg9vt5oorruDUU0/l1ltvRaPR0NPTw9y5c/n6669J79+n595770UQBG6//fYBY7/xxht8/vnnsmXjdruZN28eL7/8MoWFhWEd53PPPceaNWuYOnUq2dnZTJw4kXHjxskJBlarlZqaGlatWsV7770HwB//+EcOPfTQIccOSVSkE/DN7lKKylD9v3wFx98e98p0Yo/Hw5p3XyO99gsA9mQfx8JzLx1Qie1LJKvjXW6Rlz7byldr6og263ngmkMYl2IZ8kFxd7Vgr9mEfecm7LvKweVAPzaPpHPvlF9Hq0cbFRdwjEgiiYvkLw4UT5JiNeGmRO8PJDN9T0sfa7c0sW5LI5W17Xj6C2PGpUbxyG8WAgT93aVzlKwYZXV/JDK1Ip39pdFoMJlM2O32QRlPkSi+1Gq19HZ10dveQeZEb6LLj3+/j+w+b6ZeE0n0JU0kLr+InBlFGIyhtZqPjo6Wk2ogcnUmvj3glNd2gGfB5aR35XtYik9CYw7cIsnT1wVaLRpj1ABXpO/vFu41VlpaDoeDjRs3kpiYyEUXXcQJJ5zAl19+KbubTjrpJPmZk+ZEURR56623mDFjxoBxn3jiCZ5++mn5OF0uF2lpaXz99ddhz3UlJSV4PB6Ki4sHXpMAnbVXrVrFPffcw+9//3s5USAQIYuKvwdDugiS9RFowvUnOLbN3+L2iETNOMpvOvGKZ/5Cdk8p3aIZYfHVTDvk0AHfr/zvoboLh0trp41H39rEjvouctNjufmCWaTEG+VVjfT9Q2ViiS4HjvpKAIz9bbo7v3oBa9n36NJyvVZMbhG6tJxRj8lAYCtGWgUG21TpYEKyYjZXtbG+shGLScdFx0/E4/HwyY+1rCzbS1F/O/8JGV4rRko6UJ6jrxUjxdqklWs4mVr+CLeFjL/Pm0ym/pRiL6PRwVl5rLt37GD3hlWwp5xURx16wXt/N2jSmH7dQwA47Y6AtTGCIGCxWOjt7ZXHjXSdiYTf7gk2K20fPY6jthTzjKOJXnRhwM+3v3UXrvYGUn79T2DgxoO+FlI4iwOlqEj84x//4PHHH5f/LbmsLr74Yi677DLuvPNOfvzxR3p7e7nooov405/+BMAzzzzDunXreP7557npppuIiopi48aN1NXVMXny5IjUqUg9FYeip6dnUEdyf4QsKoG2FAZCcnf5Pkh7n7kWdAYyrn7Sbzpx6fffYt/4OXkX3ExaRob8unJSh5G5u/xRUdPGY2+X0tXr5IjZ47jilMnofBqSjsTF1Ff2PbbKFTh2bwNPf2aXJQ7ztMXELDxrRMceLsoWKQdz4WUwJCtG+i2e+2Azn67YKVsxMRY9MwtSmTs5tT/7LDBSnGM0rBgYuoWMv3PzFRV/7/G3eh+p60mr1eKyO6jesI6OrSVoY5MpPuM83G43a15+irj2Sjrj8rCMn07uzDlYYrwBZF9R8TeuskhyJBaBEo1Gg+Bx0v7hY9hryzCNn0niKTfg0WgDXt+2V/+Ax95H8hVPAoF3rAy30WYgUfnvf//LqaeeynPPPcfq1asHfe6aa64hIyOD2267ze/xnnjiidx+++0sXLhw6AsSIpJlX1VVRV1dnewilv6n1+sZM2bMgMy4oRh2cxopDS3YCklyR/nLIBIMJkS7FY1GI/+IGz7/lAlzFxCbmMj0xUeiOfLoAfEV2BdkgoHdhSMhKAC9Nhd9NhdXnTaVo2aP9fueQMF+5d4XgW44y9TFWKYuxmPvw1Fbhr1mI/adpXImCkBf2Q+I9l6MuUVoE8aOSmGTdLxSh2Fls8efUvsYSQik3+KSEws45+h8yqrbvHUxlU0s3bCb7l67LCrVe7pwuT3kZcQNyipTZpTZ7XZsNpvsulVmKA1n4vbN/vI3pvK+CSVw7C9tORK1Jm63G0GnZcKceQhz5w8I+Gu0WszYSOjaABs30LXhFbbr0vFkFzP71DODu4eHCPgPV7xd1l66Pn4M555tGMbPJO6k3yDoDRiDxLpEh21Ag1lBEPw+s4GSCaRr7Ha7sVqtdHR0kJCQ4Pd5PfPMM1myZAlr1qzxe/wrV66kpKRkQNqxEinG8corr3DzzTcTGxvL5ZdfzllnDX8hKgnKl19+yTPPPCO7WaW/63Q6Ojs7efnll8nIyAh53JBFRXmDS6uiQBNOKPEVjd6Es6fdWx1vtVLSXx1fXlXCwuv+7Le+RYler5cf/JHGT2x2l9cVZ9ZzaFEmBTnJxJpDd0cpH5RQ60k0RgumiXMxTZyLKHoQnftu2r4NX+BqqaN76Zto41Ix5s7AmFuEYdwkBN3Id42UXDxSGi4MnpxDyYo7GHG73ei1UDwpmYXT03E6ndQ19SKKyOnXHyytYXV5EzEWPdMnJFE0MYkZeckD+pT5yyjzzdQaSb2J70QlTdpKMRiOmA+VrhtshR0I3xTruRdfi8ftprasjJbytRiatzDGtZtdTfsswfKl3+G22ciaOYf4FP8Wou+4gYpFh3QziyJdnzyOc882jPlziTn2KjyCRhbbQIWMotM+IOYSavaX9CxIrnadTkdFRQXXX389Y8aMYf78+SxatIjZs2fLbYFSU4MnPTz77LP86le/Iioqyu/rLS0tzJ49m/POO48nn3yS0tJSlixZQkpKCosWLRrymIPx5JNPkpWVxbHHHotO5y1atlqt2O122tvbB2SvhULI7i8peK7cOVHyNyp/cN/sLV80Gg0rH/sDGY6d8t/sog6TxkWjkELGWTeRmZ8XUJCU40eiu3BDay9/e2MTKfFm/nz5fERx+Nug+iLdzJLQhOomc/d2YN9Z6q3sry1DdHjz0E1TDiX+uKsBb7xmOAIjpR2HE5A/WNvHBCJQFpt0Dhu2tbBycwPrK5to6+qvVRBg8cx0lpw+dBaNv0aYkYzFKMdUWo0jjUP4c7+NNIAu3ePd7e24HU7SsrxFfCsfup6xngYAGoUUrIkTiZ80k5xp09EP4ZMfzvHaazbiqCoh+shL5F1gAyFZpA2PXYQxo4C0C+7G7d7XIHe418PlclFZWcmaNWtYtWoVlZWVzJo1iyOPPJLzzz8fQRBYvXo1119//QD3V0NDA8cccwxLly4lMXHonoMS9957L06nk3vuuWdYxytRXFzM22+/PaCwciSEZakY+ouohnJ3BQr46nQ6fnzkZsY5a0GhBSbBRYcnium/fRhLdODqeGlSUD7QI2F9ZTP/924ZVruLoomp2B0OhAhu9+sba/KtJwm0+tdGxWMpPBxL4eH9Wypvw16zEWPWVPk97R88gsfaLVsx+rF5QR+mkRQ0DtU+RjqHg8GKkSZ3f2nR0vUuzIll2vh4hNOmUN/cx4b+upixydHyavWNL7fT3GH19ijLTyI+el/m02hbMdIKXpm2H4nCQ6X7TSlcI+kaIN3j5hjvil/qXJF20lXs3rQaYU85qc7d6Fp/hB9/ZFPJJIqv/AMAdqsVo0/sIdDx+qtot3e14RG0iFp9f21YUUjH7PF4cDtsIIp4NDr5+kr/G252nU6no7CwkNmzZ3PDDTfQ3d3NqlWr2Lp1q/ye6upqOjs75X9v3ryZs88+G0EQOOqoowC4+uqrWbJkyYCxy8vL+c9//sOmTZvYsWMH2dnZpKenh+WWCsS5557L559/zqWXXhrQUgqHsETFd7KXJvZQm0GKokiGY6CgSMQJvZijogIKkiRYUlsK30ktnBvA4xF597sq3vu+BoNew43nzmTB1JRRjx34q4qXVqOBzkPQ6jBmTsGYOUX+myh6EPQmXHu242qpo3ftJwjGKIw50zFPWzzgvbCvw7DT6RxxWqfSFSaNHYq7b38giXUodQbSxDk20cjY+eM45ZDsAYuWrbs6qaxtZ8XmRgDGp8dQlJ/MnCmpjE8fWIXuG4txOBwDJu7hup8kgRsqDjFcMYh07zPp/EVRJC03l7TcXK/F2GelZsM6OreWEJUzRZ64y1/6K1HONrri8oieMIOcmcWYo/wX8vkWi2Ltov29v6CLSWTMObfhZt8xh3S8goaYY65AMMfK11eqjJeu8XDjPNJiNyYmhmOOOYZjjjkGURR59913eeihhwa8d8uWLaSmpnLWWWdx/fXXBxxTp9Px2muvcfbZZ/P666/z+OOP8+KLL/L666+HdEzBOOqoo7jiiivYvn072dnZxMbGEhsbS3R0NHFxcWEnBoTV+yuQO2sod1ew+IqSH568C0vebPLnHUJUrHflo+wvJt1Q/ia1oVb/yvN49K1S1m5pIi3Rwq0XzSIj2bzfg9EjCfYLgoaEX9yIx2nDsavCWxdTsxHb1pXo0/NlUbFtX4shcSymjLxBW/5Giv3ZPiYY0gQw3LRo33vqvqvnsbuljw1bW1hf2ciWnW1U7+mm1+aSRWVnQzfxMYawrRgpM2g47qfREoNQhCuUxYJvXMLlcqE16MmbtwBh/sIB44p6M1GOXhI710PJejrWv8RWXTraSYcz7ahjAx9rdysd/3kIT2cT+uzp9NrsAxIUQsnWE7Q6TJMHFvJJgXqleA0nLuXPg/LMM8/I2V///ve/5b9XVFSg0WhISUkZ9JmPPvqIf/7zn3z66afs3buXhIQENm3axLx580hLS2Ps2LE0NTUFvE6hYLfbefnll4mLi6OxsZHq6mqsVis2m43e3l4sFgvLly8PyzM0ojqVofY+8RdfqX/4fPwdmygi/702cT4Lf3U9Wq0Wa08PepMppOyuUFN9vy/Zw+qKJq7/5XTMhtGvDwmX4cQwRFHE1VqPNioejTkG0e2i6ZlrEB1WNNEJGHNmYBxfhCGzUO69tj/PA5AfxEhaMZJbbyS+8KHQarU4XCJl1W2kJVjITIvC7XZz81Mr2NnQLVsxRROTycuIRav1f09Jk5CUbaesN/EXN5FeC7XCe7RqWMLpGhDOMWu1WjxuDztLN9JSsQ5TcyWpYjO16UdTfJa3vmTjpx+iMZrImTWX2MQE3J3NdLz/EJ6uFixzTsEy/4xB80K4KcASUVFRA/an94dvnMdXxD0eDzExMYMWF01NTaSkpLBmzZoBMZVzzjkHg8HA7t278Xg8nHDCCdx4442DakFeeuklli1bxgsvvCD/7frrr2fixIlcd13gvWGGor6+nqOPPprnn39ebkopnZPkgh2ql5kvYbm/lP8tZV8FIlB8pV6fTaardtD76/VZpB11AXs3rSJt+jw5XXjL338PQE/SZJIK5zB+xky0voUj/QRb/a/a3MC0CYkYDVpOOGQCi2dlQATjJ5EklBjGIDeZIKBP3tfp1Gg0knT8VfRsW4d95yasZd9jLfsetDrijr4c85Sh2y1E+jwibcVIbr3R7lPmdrvRCjBjQry8EtfpdBwxO5N1lY1sqfFaMf/5oYYos46zj5zACfMH7/Tnr51/MCsm3OsS6P5XNtcMy0WkOH+323+LfF+rINz+WQDZ02eQM6MIrVZLV2sbRUYDFosFp9NJ7I7PiRGsWMvfpF5IJEHTg87jwDT3F0TNP93vuENl1rndbqy7t9P++T8xTzsC8/SjQr4W/uJSOp2Ov/71r2zatEnO/Jo5c+YAYQiU/ZWQkMC8efM455xzaG1t5YYbbuDJJ5/k97///YD39fX1Dap9CdR4Mhzsdjv5+fnMnTt3yKLGUAm7TkVpfUgTnpKh4isLbvwLqx7/44Dsr3p9NvN/+yAA46dPl1dZXR0dWA0JpNlrSW5dAUtXsPMHIy1ReSTPO4EJRTMGja/E7XZjdzh59fNtfL6qjuPnZ3PNWd7PGAzBtzw+WAgUw1C6+5Srf2VAXjehmPgJxYgeD869Vd6amJpN6BLT5bHb33sIXUqmN2U5owBBOzr7agea8JQrvnBSXaVJYrTceoFQJl8cPy+DkxZmyVbM+som1lc2DmjZ/+InlVhMOoryk8kfN9CK8Y3FOJ1OOSgtCaZGo5G3awg3bhKOGIR7/oHSlqWYSrhNO6VxLXFe16LNZvOe+4k3Ub95DZqGcsa4dqPpH7KyqoU5873/3dfdIxdf+sOfEAhOK+7WenQep5yAFI4gSscsuSJ/85vfUF5ezqpVq/jrX//Kzp07mTNnDocddhhHH300aWlpfsd45pln5P+2WCxcffXVPProo4NExV8zyUCNJ8MhISGBmTNncvfdd3PBBRdgsVgwmUxywovJZBqwW2oohNX7C/YF7GHg5lcQWjqxFF/5dMVOXviogt+fX8T8qWMGvO6bLmzr7aNq/Rq6t5eQ2LmVWKGPpmkXMv3o4wAo/foLUvMmMSYne8D3tXfbefztUiprO8hMi+bWi2aTEmcYUUX8wYS/85CKSUOZKNzdrbS8fCui05teLOhNGLKnYsydgWnC7KB9kyJJuL9HsAyvA4m0yBI0WvQ6LXaHk4vu+hKbw/tbRJl13rqY/GRmThxYF+OLx+PBZDLJk76y+4EybXm4jFYlvtQKXnp2I5G2DF5rw9bby87lX9BZX0vK7CMYX1SEy+Viy5M3IiDSHT+RmLwZ5M6cFTSrDMC+Yx1dnz1FzKILiZ1zYsQagoqid9fHtrY2Vq5cyfLly8nNzeWqq66itLSUK664Qk4t3r59O9dccw2dnZ3o9XqOP/54CgsLeemll/joo48GjHvbbbfx7rvvDhCRxMREbr31Vo49NnD8KdhxCoJAWVkZl19+OZ2dneTm5pKUlITRaCQqyuvinTNnDpdeemlYMZWw3F/K4jjlgcG++EqwdGJlBllijJHx6bEYDdoBr9tsNrlVhoQpykLh4Yvh8MV4PB5qKyrIz8kBoKejk6TS12GzSDnxdCdNJmnKXJwJ2TzxbgUdPQ4OneGtP9Br9x33cIPkBxPK81D60UMtWNTGJJG65B84dlfKwX77jnXYd6xDG5WAMddr1Tmbd6FLGoegGZ34Uzi/h5RlNlKzfzSQjhW3G5fTex4v3n70ACtmZZn3f5ecWMCJC7wusj3NvaQlmgdYMRaLRT5nyY0srbR9U2uHk/01WpX4ksvT4XAMSgP2FzcaCmdjDbbyH4hefBE6o5G8o04dEI/SADZDAqn2XSR1rIF1a2hdq6FRPw7zzOOZtMB/5pK0kBJ1evk6SI0wR3IdpHkrMTGRk046iZNOOknO/PrLX/4i1/oB3H333bS1tXHGGWfwq1/9iiVLlvDpp58OSicG6O3tJTo6mt/+9rece+65fPjhhzzyyCMhdQ0OdpwJCQlcffXVGI1Gmpqa6O7upre3F6vVSnNzM+3t7QADWmQNOXaolsqAdD7FgUliEMyVpCyYlFBaOSPpLmzt6WHLd1/i3lVKmn0nBsF7DL0eAy/3Hs7C447mhPnjQl51/NQK/cD/lr/DPQ9XewP2mo1Yph+FoDPg7umg+bnfoDHHYMiZ7q0HyJ6GxjTyfPZQ8O3tpazhOJislKGQrJiGVisbtrUwrzCN5DgjDoeTK/7yPYgwbYK3lf/cqenEWnQBV/fKmiDJ4tDr9RHrpTXcQDfgt3GnRLh9v5wN2+n88FFEp424M/6AIaPA73dqtVo8LhfVmzbSVrEOc2slKWIrjdMuZOoRRwOw7p1XMSaNJWdWMdvfeJRxzl0IgjdBqF6fxexr7x3Us8zfdRhKFAVBGLSRlrLv19NPP41er2fZsmVcd911XHHFFTz99NNs3rwZURSJj4/nm2++QRCEAdlfJ554Ipdccgnvv/8+W7duJTs7m7vuumvQlsMHAyGLir8bZah04WCvS5OFJCyRqGK3W63sWLeG7m3rie/YRs8Rv6N41kScdgcbn7sPxk4ic9ZCxuTmhDTeT8FNFuwhllAG+8Op7Advq/6e1R9gr9mEp7ejf0AN+vR8Yo+8FH1yeJkhw0EZJ5JWTFI9yU/FqvRFOgerw8Mrn1awvrKJ5o59O/jljInhguPymZ4XfGMk3+p+yTJQZn/tz0p8o9HodwHqi7Qglcb1zVRz1FfS+fFj4HISc9xVmCbOD+lYpXHbm5qJTYjHZLHQ0dpK27PXoBVEPCL423qnTpfFob//W9DmncrMOvC/gZg/UQmU+eXLr371K/Ly8uQOxRJWq5VZs2axaNEiNm/eHJG+XxKiKLJy5Uq+//57XC4XMTExxMTEEBcXh16vp6ioiJx+r1CoDDsqK1kogN8bdqj4Slevg3WVzYxJMJI3LnbE1fFN7VY+Xr6Ty046HMsxx+F0OuVV+a4tW8h01sCuGtj1X9lNljhlDuNnFKEL0Pb5YHaThZNKO1SwXykyvmhjk4k75gpE0YOraVd/sH8jzj3b0Vq8QVWP00bPsrcx5s7AkDklIv3JJPwVbvqex8FQeBku0nFqgV+dXMCVv5jC3jab7CYrr27FZPQ+nqIo8sInlUxIj2VGfhKJsfsCp76JMh6PR95eVlrURbISPxIuLemc/G3ZbDQasddupuujR8HjJu7EazFMmB32uNEJ8XjwZjeZoqJxH3cre8rXMq7+G7+fG+fcNeTY0rn6Zn7pdDqWLFlCQUEB8+fPZ/78+SFlfimP+f7776e6utpvQ8nR6PslxV9XrFjBgw8+SE9PD2lpafT19dHX14fL5aKxsZGbbrqJK6+80nuvRtr9Ja2GldXxLtfQm235Q6fTUb27k989sYyTD8nhkhMLRjQxb9zewpPvbKbX6uLWi4qZMzl50MTS1thIzdoVeGo3kWavxSB4Jyjr0TeTO206Ho+Hvq5uouNDa56mdMko+zPtjwlNmkgjkUo7XGvMY+uVXWC2qhI6Pnqs/+D0GLOmyG0ztLHB280HI5wMr0DW2MHSPiYYvucp1cWYTQY0AtQ1dnHd336Q3589Jlqui5mYGYcuSF3MUFZMJGpYlKt3QBag4eDuaKLtdW/r9+TTbiR64pxhZ6r5IggCjY9fErBOLvsPbw9rv3fwtlFZvnw5K1asoLa2Vs78OvTQQ8nO9iYQ+ev7ZbPZuOWWW9i6dSvPP/88mZmZgb5iACPt+yXFjv74xz/S0NDAHXfcQUZGhrx4c7u9nZcTEhIGWV5DEVagPpTuw0O1a5FeF/C+bnO4BjXOC/XG8XhEPlhaw7+/rUKr0XDtWdOZXZDo9/OJaWkknnw6cDp2q5Wq9WvoqipjzhRvA8H6rVvR/vdBtuoy8KRPY9zs+YzNHR/ku/dNVqHWkkQCfx2GR8JwrTFlTMWYO4PEs2+TrRhv0H8T8DLJlz2CLj4VUfSAxxNyyrKyiC6U8zyY28cEw995SnUxDru37f6YRDNP/X4xG7Y1s26L14qp3dvDh8t2csuFRcwu8FZjd/U6iI0K3GnZ4/HI3+PbEXi4/a58V+9msxmtVkt0dPSw3G/a+FQsc09BnzYeIWMKvb29Aavaw83Qcg7RbUGj0WAwGIblLiwsLKSwsJBrrrkGm83GihUrWL58Oc8++yxPPPEERUVFg/p+7dq1izPPPJPe3l6Sk5NZtWqVX1EpLy/njTfeYNOmTdTX1zNlyhRSUlL8VuGHS3NzM/PmzZObSYabPuyPkC0VQL5JlB+RVszSZDRUfMXhcOByuWjvtvPrh5excFoaN/zSW8kpjRGK37/P5uTv75WzrrKZ5HgTt15UTFZq8DTCYGxfv47eZW8yRtzX9qCVeLoTJ1F4yvnEJCaEPJa/SvJIuMn295a/w7XGvFsqb8TZWEPsMd4USseebbR/8AjG7GleKyZnOhpLrN/PRzpl+GCNjQXqphwMrVaL0y1SUdPO+somLjx+InqtQHuXjav/+gOZqdHMnJhMUX4SE7Pig1ox0v8ra1ikoubhWjFms1m2oMMJzDubdqJLyQ7JDT6cbst2q5WKfz2I2dVBEl2DXq/TZXPITX/F4/EMipmEkw6tLGCVEEWR9957j/vuuw+bzUZlZSWiKLJgwQIMBgOfffYZ1dXVXHnllfzzn/8cFHwvKSnhvPPO48orr+S6667jzjvv5MMPP+Tdd99l6tSpjIQVK1bw1Vdf8ctf/pLJkyePaCyJsGIqgVYGUnxlqHRiZbqwyeD9aimHH8Lr6VVR0866ymam5yVz47kzsBhHlu6aP7sYZhfT3thEzdoVuHZtYoxtJ9Gt6zCYfwVAR3MLtRvWMH7uQmLi4wOOFaxx5HBWzFL8xOPx7Nc95H1dR9LEPJQ1po1NxjLj6IFjWXsQjBZs21Zj27YaENCPGY8xtwjL7OPR9G+WFE5TyFDxV7AXrIB0f6C0OMPB7XajAabmxjFtfPy+xZzoYEZ+CmVVLexq9FoxZqOOaRMSOf/YPMYmDczW863ul+4tqehQaRmMtBIfgvcT6y37ge6vX8Ay59SAVfJKwo3x2Hr72PLyg4xz1VGnz6XPE884174YSr0+i3k3PCBfg2BdnIcjtP76fq1cuZL29nYMBgOHHXYY4C3HuO6661i+fPmAzK/Kykry8vL44YcfeO2110hLS5OPabhIor9s2TLefPNNSkpKmD17NomJicTGxsqB+sMPP3z03F/+UK4qwt1My9Rfn6IUFSWBJmYRAUQPC6ZncIfJyNTceCLZbiUhLZWEk08DTsNutbKnqkoupKpetZT0He/TVfYW2/rdZBmz5pM+PrCbLJB7KVQ3mdIkH63eVqEy3GA/gGnCLIzjZ+Jq3T0g2O/qaCRq7qne39jeQ2/NBjQZk9AYhm91DsWBboIZqVob5b2VFKPj9ktn91sxHayvbGR9ZRNrKpq4/JRJANgdbt77vpoZ+UkU+FgxSleZNIH6VuJbLJYh4xuBLI1AgXnHlmV0f/UCGpMFS35x2FXtvg0gfdvd9HZ1UykJimE8Uy+7FYPRyL3/KmFLbQev/fkIUv2kgwVLJAi3SFK56+MXX3wBQHx8PEajkdLSUvl9r732Gl9++SUAp556KqeeeirgbZc/e/bsAfGTM844g+rqarlfVzgoj9doNHLyySfT09PD5s2b6evrw2q14nQ6aW5u5uOPPyY/P390ih99kVYzcsFXgNeV1fHKg9JoBAx6TUBRUeKtYXHw5lc7aGy38sdL5qDT6ZgzZcyoTgJGs5lchXmZPnUWtb2dGBvLGeuqR1NXD3X/pYwEJl7zMAajMchoXsKxxg5UK5JQGM7E7O1PNg598jii55yMx9aLq20Pmv5r0L7hCzq/exU0WgwZkzCO9+4Vo0vwv61zJIh0+5ihkFLAR8Pi3GfFxDJtfBy/OnkSrV0OxiZ74xubdjTw4bKd/VaMlmkTkijK91b4J8UNzigLZMVI92Wg+EYoz6Hb7aan5HN6fngdwRxD4ll/wDx2woBU8eEE5pUxHluflcqX7ifDVU+dMY+519yFRusVhFkFyaSnRCFtJz2UmMmpzn5a3lRUVPDxxx8zZ84ciouLB7m//GV/9fX1DYpfBOrlZbVaB1kLZrN52EkF0vF7PB6uueYa+Rorr7vL5cJmszFmzBj5M6ESlqgom+lJ1fHKrA8JeRXSHz8JdEBP/e4wuaI+GF29Dh5/u5TymnbSk6Po6LFjMQgDvmt/pPmOyc1hTO5lALQ39bvJajehcTtlQan4cRndm5dhGl80IjeZdINHKiA/mowk2G8aVyA3hdSNm0LUvNO8u/jVleOoK6f7hzfQJWWQdOEDo1bRr8TXZaP8TUa6gJHcM5HaWTQY0nWPj9LKexBNz0vhz5fPY31lI+u2eK2YNRXeGOITvz2EMUkWPB4Rj0dEp/NvxcC+Rpj+rBjlhBWMvpL/0rv8bTSWOOJOvwUhIUOeUH2TCIYbmC/79B2yXfXsMuYx/dJbEPs9GiaTiXOOnTIgOUHqGBLqtVXe71KG1AsvvMDNN9/MrFmz5MyvCRMm+J3/zGbzoIVFoF5e/vp+Wa3WYff9+vWvf83ll19OcXFxyE0ke3p6QnaDhRWodzqd8kpCuqBSeqL0g4ykOt4fO+o7efStUlo7bcwrHMO1Z03FqPM/5oGqhpdyvgFWvfQUOe3elEG3KNCoS8c9dioZMxeQnhfadp1Go1G+yaUHVJki+1PCtyJe+ZsEs8TcPe3Yd/ZnkQkCCSd7NzCybVuNtXKF3MpfGx369qsjRZlIEs4CRlm8uT8EZSikbMXGdhsbtrWwva6d35w1DY/Hw7ZdHdz/8nqmjk/sD/gPtGJ88U1bjoqKku/bQGIgiiI9372MY2cpcWfcgi5+TNDjlWIxUuJLqK1TnA4HpZ++z/STTh+0hbHvNgGiKMrtZYY7X0hlFyUlJSxfvpxly5YRHR3NRx99JPf7klqwiKJ3w0GTyYTdbufss8+W3aK333474N0BcuXKlfKzbzKZ2LBhA263m3nz5vHyyy9TWDj09te+fPXVV7z55pvEx8dz4oknMn/+/EGC4XK56Orqore3l1WrVvHCCy/w4Ycfyl6VYISd/eUb0JRERRRFOV1YCnQNRUePHavdNSiIKPFdyW6e/2gLbo/IBcdP4pSFWYQaPzlQGT8ej4f6rVtp2LQKY2M5qe5GNAK0EceUG58CvH5eg8no90b3N/n4ZpMNFb84mFFOzEDYK9Cu71+jb8MX8r91KVlyTYwhPX9UjtkfoWbG7Y/9XkaK8jdZt2Uvz31QRkPrvsryzNRoiiYmccai8VhMgZ0b0qQotTpR1sXAQDEQRQ9iXxeaqPiwjnWoFjJ93T3s3FjClMMODzrO8x9Xkhxn4rTDcwCvNSClWg/XOhJFEZPJJK/+RVGku7ub2FhvlqNvncpvfvMburq62LFjB/fddx9/+MMfePbZZ5kxw9tz77DDDuPpp59mzJgxHHfccfzlL39h8eLFPPvss3z++ed8/PHHw160b9iwgU8//ZSysjI0Gg15eXmMGzeOqKgoRFGksbGR+vp61q1bx8SJE7nnnntC3ro4LFHxtzqQrIJwuuNK3PHsGqp2d/H6XUf5vThfrK7j399WcdN5MynMjR+RGAx3lTlS2puaqFm3EkHQMPOEUwBY/eo/SG1eR5NlPMbcmUyYs4C45KSQ9gY5WNNjw0GafCTLN1zL0tXRKNfDOOq3gNuFLjWH5AvuBcDd04Gg06ExhZe1MhL83V9SA8zR3u8lkkj3V2Obt0fZ+spGyqpa0ek0PP+HRWi1Glo6bWzc1kLRxGSS+60Yf+nuSisGwLriHfRxySTMP3XYLi1flOnFPV3dbH7mNtJcDXQuvIaJc+b6/Ywoilx0z/fkjYvlrsu91fpSR2ilByZc60gURSwWi9+QAAwWlT179nD88cej1WqJi4vjuuuuk1uvPProozz77LNs2rQJo9HIqlWreOCBB6irq2Py5Mncf//95ObmDu+i9dPX18eqVatYu3YtZWVlNDU1yY1A4+LimDVrFueccw75+eEt1kYsKlIjO3/dhYfi/pfWU1rVxmt3HoW+34fb1mUj2qzHaPAGwdq7bXL8JFL4W/mPtD9SOKz59yvE1q8kXugB9rnJyJ3LrFPOCGusAyWWwyVQr7JhV/Y7bDjqygEB04RZAHR9+zJ9pd+gH5vvtWLGF3m7LI/QFRsqytU0ELJYHoxotVpcHmho6WN8Rhxut5tPllfz4ieVAIxLjWL2pDRmT0plwtioAbEYCVH00P3dq/Rt+hptQjrx596JzmgOaMUMh96ubqpeeYCxngZ2WSZzyLV/RlBYHMrnweF0c+n9PzB9QiJ/uKgIGFhf40uoDTZFUSQqKkr+3YfiiSeeYPPmzTz//PODXlu2bBk33XQTU6ZMobKykpycHG699VZmzpwZ5pXxj29owmq10tXVhcfjIS4ubkC8JtwwRtiBeuV/S75IQL6Q4aw6jHKtigu9zkBZdRtP/LuUuVPSuP6cWTgcjogLCkS+jiRc5v7yYjyeC9m9bRt7S9egb9jMGNdu6vZsk9+zbe0aRI/I+JkzB7nJlPjLJjsYq8iHiisMNwtLYzBh8ukNpUvORD9mAs4923Hu2UbPj/9GE5OEufBwYhaEJ9rDQbLclYHn/dFtYTRwu90IQHqSEbvdjlarZcG0DHQ6PesrG9m8o4UPl1bz4dJqos16/nnL4eh0GnkiEkUPXV//C2vZ9+iSM0k481a0JsuAjDJpLglnH3glvV1dVL1yP2M9jdSaJ1N0ye+w9R+rMr1YGrer17ugMSmShIJlf0mxFgll5hfAt99+S29vL7Nnzw45mN3b28trr73Gc8895/d1u91OUVERN998M9nZ2bz77rtceeWV/Pe//41IJb2yb6PUCUGZtSb93TdrN6Sxw7FUpB/FN13Y108eymr5gZdL2LSjVf732CQze9usaASBK34xlaNmjz0gD104Vf0jRblq72huwW61kpblbdOw/sk/kuGuxyoaaDKPxzi+iPFzFhCbGFpg+mByk41021/fcwlVLD3Wbuw7S71tY3aWYiqYT9xRlwJgrVyBx9rjTVmOD97wLxyGqpL/KW6tEAij0YjD5aG8qpX1W5uw2pwsOb0Qj8fDj6UNvP9dFefHrCC9czPa1BySzrgl4MZvymQfjUaDXq+XewgGq5jv7eqi+uX7GSM2UmuZwsxLb/K73biy+LKl086VD3zN4lnpLDltCh6PB4vFIntbwkEQBH788Ufee+891q1bR35+PocddhiHHXYYU6dODWi1fPjhh7z44ot8+OGHIX/XKaecwtVXX83JJ58c1jHub4a9nbDdbh+Qiiet/ENZLfsKCkBDqxWdVuC+qxeQOzbqgK3iwqkjGS7+Vu3xKQMbL0bNPZWdFWuI76gk21YJFZX0lL9NRdJ85l9yzZDfMdw030gTiVqboQpIA2XGacwxmCcfgnnyIYgeN6JjX1pmX8kXOBur6f7+VbSJ6RhzZ/QH+ycOe0vlUNrLHOjCy0ghLYhEt5MpObEU5sYNEP6uPjf5fSWkezZT40rmX9ULyf9PFUUTkzm6OGPQ6td3a2XlpmTKSnzp+kguLY1Wh0ejZaexkFmX/s6voMDAYsbWdq/b2WTY18FZ+i2UMaBQEEWRhQsXsnDhQmw2G9u2bWP58uXcdtttNDc3c8MNN3D++ecP+tx3333HCSecEHDczz//HI/Hw4knnij/zW63h5R9daAJO/srnHThQCvMs/70ecDPvH3vMaEf/X5kuKtlX6TJMNRVu8fjYfe2bezZtBrD3jI8OfOY/QtvMG/VS08BIvGTipkwa3ZQN5mS/bVaHk5vq3AZ7rm4u1vl3S4du8oRXf0ukUkLiT/h1wCIHjeCJjT/eCT6svnrGbe/28eEQij1NlqtFqfDSe0Xb7CKmazZ3smell6y0qJ5+LoFANQ39dDWbWdydoIcU/WH0oqRRFh6Dl0uF71d3QhabUBB8WXX3h6eeKeMw4vG8IvDcuRUaKlz70hassTE7LPEGhoaEEWR9PR0+W8vvPACjz32mNzhXavV8txzz1FcXDxgnD//+c+888476PV65s2bx9SpU3nvvff4/PPPR7wv/WgTdqBe8oEOJ+gpPTCn3/ppwPfcdN4Mpk9IlPeSOFgZjptMmmQdDsewV+1STYzb7WbHE9cSJ3jTN22inibzeAy5Mxk/98C7yfztRjnaDPdcRJcDR30l9pqNGDKnYMrzPuDtHzyCp69LtmJ0aTkIwuDJL5SN0vbXuYw2QwmK6HLg2LMdY9a++gnpXJo7bHT1OZmYGY/b7eaFj8r5bOUujAYtU3MTKOqvi0lNCNyix+Px0NXeTvVrD2GcfTKFhx4uB/x9rZhwiI6OpqfHa8Eo43nhtmRRioo/brrpJiZNmsQjjzzCp59+KncHBq+QAJx//vlccMEFnHLKKXz33Xc0NzcTFRXFa6+9RkGB/90vDybCEhVggIpLP1y4AnPOHV8FfV2v03Ds3HFcfMLBfwEhtK7E0krW4XBEbFJw2O1Ulayns3It8e1biRe6AahNW8S8868AoLOllZjEhEFV0SM5l6GQTPT92fzSH8pJGcI7F1EU6fjwEey1ZeDpd4da4jDmTMdceBiGcd6OrqMhKP4YyblEglDqbTxOGx0fPo6jfguJZ/0Rw7hJft8nncvW2g5+3LyHksomdjfv28Z32oREbr/U/8Zc3W3tVL9yL2liMzvjZjH30hsGWTFSLEaZtjwUSlHxPW+ldRSshYwgDN710ZcTTzyR22+/nYULFwZ8z8MPP0xzczN//etfAWhvb2fBggUsX76c5OTh70+0vwjbHJAaHMI+X7d0c4eaejYjL2lQTAVgYlY8RfkprC7fS7Rlnyvn4x934nR6KJ6cSmZq1H5LDQ2VobLJpJVmpCdZg9HI5AULYcFCr5ts+w4aNq0kY+ZC+bgaXrmdPWjoTJzkdZPNnI3eGNhNNpLMuIOtclx5rMM5l4TTfo/H3oejtsxbF7NzE9aKZeiSMjBmTsFoNNKzbR1EJaBNTB/V+3Koc5EsmdGwYkISFIeV9g8ewbl7K8YJs9GPCdw9QjqX3LEWxqfnc+mJk2jptLNhazPrKhtJSzDL2Vgf/7iTipp2ivKTmZiqpfvDh0kTW9gZPYM5l1w/KBbjdDrlWIx0jZRdhl0uF7ube6je3cXErDhS4vd9lz/8dbj23Yfm888/Jy8vj6ysrKDX0Wq1UlNTwyuvvMLNN98ccFvg6urqAanDCQkJxMXFUVNTE1FRkboIhJoCHSoj7lIsZWn4Bn8D1axoNBruuXohdz67go3b9wnLjLwk/nTJLARB4Jyj87z7oOu86YVfrq6nqd3K299UkZZgZvakFGZPSmFydjzaAPtFHCiUN6FSgKWA/2i5MDQaDZkFE8ksmCj/zdbbS5c5nVRrDQnta2DlGnav8LrJkhacxISi4DnvQwXIledysFeOBzuXoP3JjBZME+dimjgXUfTgatyJNibRu8Wxw0HrZ08jWrvRxqZgHF+EMWcGhszJEd1SOdRzGY0kjJAExdZL+wd/w9mwA9PEecQdvyTkZAfpXOKjtBwxawxHz8kYYJHVNvRQsrWFrdvquSbmK8bp2tmomcK4Iy8ZNBn6a4Tpb2vl7fWNPPN+BTf8chqpCeHFJ6QkAskyldqv/OUvf8FisXD44Ydz+OGHM3fu3EGNJUPdFlhq36JkJA0k/aHs0xZpwnZ/hYKkgJJvU7Jivv76a4qLi0lOTg75htdqtVjtHjZsb2F1WQMlW5uw2r0rtpMWZskuMo9HlDuOHgz4C8gfqEJFp93BjpJ1dFauI669kgShm7Y5VzHlUO8+DiWffkBK3hQy8vOG5SaTFg/KfeR/SoQT7FemR7scdqyVK7zB/toyREf/Q68zEHvkJVgKg7cKGQ0iuc21JChOpzPg5z3Wbtr+81dcTTsxTT6EuGOvDDm5IZTv12q1tHTaKX3hfia6t7PcXsC7vXOZMyWNm87ztjPZ1diDUa8hLTGwQCir+z/5cRdvfl3Fny6ZzfxpGfIC2Gq1jihDsaqqirVr17Js2TLKysqYOXMmd999d9Atgv1tC7xkyRJmzZrFVVddJf9t3rx5/P3vfx8U0B8OUlz23XffxWKxyBlmyh6Ga9asISMjI+TWLEpGJRquDDKCtx3AXXfdxZYtW5g9e7acihwKbrcbgw7mTU5iQWEKHhEqdnawpryRhdPHyK6lPz+/FotRR/HkFGYXpARtgjfaBNry90AVKuqNhkFusgn99TCtDXtJ3/YebHuPrWIMnQmTiJtcTN7M4pDcZFLPN5fLJa+Wf2q1F6Gm+UqTrJQeLWh1WAoPx1J4OKLbhWPPdnmvGF1cmjx++0ePoUtIx5hbhD49L2KTbrBzkQjVIvMl5NoijQ5Bo8E8dTGxR10W0U7SSitm+nnXsP27Tznzl5cydVcXZqNOvtfe+mo767e2MDbJ0h/sT2JKTgIG/b7rrFwsOVz99TC46e7uRq/XYzQa5fRiZcwk1DW3IAhMmjSJmTNnctVVV9HT08O6devkvl/g3Rb47bffZsuWLVRXV5OQkEBKSsqgppATJkzg9ddf56mnnpIXoFardUBQfyRI4vHll1+ydOlSOjo6OP/882V3nk6n45ZbbmHJkiWce+65A8QmpGsxGpaKL88++yzbtm3jnnvuwWw2DysO44vy4Xc43dzy1HJq9uzbJnR8egzFk1I5ZMYYxgRZwUSa4aSWHshMH2tPD5XLv8dZs5FUazUmwRsLsYl6HIctCdg/CQLXZezPAtLRRvpNfLeYHWpSlu5rd28HzS/8Dtze6yoYozDm9G+pnDtjv/YnC9UiC0VQRNEjZ8J5HDYEvcFvZtxI6GhuobO5iewpUwa9pnxmvltfz8rNDZTuaJH3ZzLoNZwwP4vzjx3Yt8q3Rm5GXhL3XL1QdmkpYzHhphf720pYSWlpKWeffTYXXXQRf/jDH3jnnXe46667uPPOOwfUsmzZsoXTTz+de+65h1/84hfce++9NDU18eyzz4Z03YZCEo6zzjoLs9lMW1sbJ554Itdee638nuOOO45bb72VI4888uAUlUBIKxFpdRVu7zAJ6UZo7bKzbksTq8v3UlbVitsjct2ZUzmsyLvJU82eLjLTogPu2z0SpFWsb0uH4eDPTTbSxnuh4LQ7qNqwno7KdcS2byXj4ruJS0rC2ttHxQv34h4zibEzFpCRnyev6oYSz59K7UUwlKng/tr4S4ujQIhOO/a6CrkJpqfbO6nFn3w9pvw5ALjaG9DGj9lvSShSKxlf8RdFcchiVXd3K+0fPkrs4gvlLLhI097UxO7X78Mi9hLzy7tJGTcu6Pu1Wi0eESprOyipbGJ9ZROHFY3lF4flAPD21zv4YeMeWjsH369F+Un88eJZ8r99q/uljDJpJR/IihlKVLZs2cIDDzxAR0cHdXV1pKWlERsby6JFi2hq8u5rc88999Da2sqhhx5KZmYmLS0tFBcX8+CDD5KUlBTStRsKt9u77cSiRYu4++676e3t5cEHH+SMM87guuuuw2AwcMghh/DEE09QXFw8ur2/Io0U6Af/cRjpPUMhiVOcRctRs8dy7Nxx2BweNm5vpSg/CZ1OS0+fndufXYNBr2VmfjKzJ6Uwc2ISFpN+xOchrewiFVPw5yaLdFW/P/RGA5PmL4D5Cwb8va6ijLGu3Wh218Pur9lKDF0Jk4ktmE3erNDcZD/VCnJfa0y6RyF015KgN2IaPxPT+Jnee7W1Hnv1RgzZ3l1FPdZuWl6+FY0lvr8mZgaGrKloDKPnwlUeLwxugqms+1Di6myi/d0HcXe14KjfOiqi0t7YxO437iOZdnYmziVHUTwYCOk4CzJjmJQVy0UnFCAIGnQ6r2CuKGv0KyjAgIQhGFzd73Q6B+34KGWUtbW1sW3bNqZMmSLPZYGYPHkyr776qvzvzs5Ojj/+eCZNmsR1110n/72iooKYmBjS09Pp6uqiq6uLXbt2RUxUpDnV4XBgMplYvHgxgiDwwAMPYLPZ+P3vf4/T6ZRdd+EudA6aCkPfOIzSNA+3HsbtdqPXwpxJiWg0/YWago7j5uewuryBHzfv5cfNe9FqBKbkJnDBsfnkpscOPbAfItGGJBgHuvklwMQ5c+kc/xg161bhqNlIal+VN5ts1RqaU+4iPW8Cbpebno4O4pID3/gHS+uYUBlqL/nhxMgEQUCfnIk+eV/wVnTaMRUs9KYsl32Ptex70OowZEwiZtH5A947Wkj3liSe/sTf3lJP2zsP4ulpI3rhmUTPOy3ix9HW2EjDG/eRTAc7E+Yx9+JrwnK9wL77DMDp9N5nT/7ucH55W+BOHoHw/W6Px4PNZpO3Vm5oaODRRx+ltraWuXPnsnjxYg477DDGjg2+BXZ3dzdLliyhsLCQI488csBr+6uZZHt7u1ydf+KJJ2I2m7njjjsA6OrqIi4ubnjjH0j3V6gMtx7GF8nkr2vqY+2WRlaX7aVqd6e8larb7eGDZTuZOTGZ3LExQ35HKL2eRpP9GbtQ+tltfVaqNqyns6aCeeddDsD2khKivn+MRu0YHGOmkl40n4z8/GFnkx3oYP9ICjiHXdnv8eDcWyW7yVzNtaRc8QTamEREl5PuFe9gzJ6OYdykYfcn84ckhoG2rtZoNHjaG2h++z7cvR3ELbqAqOITIy7+rQ172fvWfSTRyc7EBcy9aEnYghKMYEXX/77v2LCfG2VGWVtbG2vXrmXVqlUsX76clJQUjj/++AEWiERdXR1LliwhMzOTxx9/fFD6sD9Go5nkFVdcwf33309aWprsEluzZg233XYbdXV1lJSUDKslzKiISkVFBX/+85/ZsWMH2dnZ3H333RQVFUVkbKXASO6IkcRhOnudJMd7W3GX7mjmz896N9BJijXK9TCFuYmDehMdLFXjEpGohA9EKNbYtnVr6VnxLmNcDWgE7y3VIcbQEV/AtDMvJSqMVc+BblES6Sr54f427t5OtFHe62av3Uz7f7wV1oLehCF7qtdVllOENjp+2McmWYrBFkaiKNL27/tw7tlG7BEXE1t8wqj8Nnt31tL1nwdpS57B3Auvjqig7G3t48VPKv0WXRdNTObuK70u3+E8N5JlJ20D7na7KS8vp7q6mtNOO01+X0VFBTfffDM7duwgISGBp59+mlmzZg0a7w9/+APffPMNbrebI488knvuuYfTTjuNm2++mWOOiVxvxJ6eHqKi9hWTS4v1+vp6vvnmGy6++OLhza2RFhW73c4xxxzDkiVLOPvss/nwww955JFH+Prrr4mK8r9t8HDxjcNIq4bh9iVzuEQ2bW9ldXkD67Y00WP1ZuyYjVoeWDKP9OSog65q3B+Ran4J4TeF7G5rp2rtCuzV3mwyDwI51/8TrU5Lc3099aUl5M5ZOKgrczD2V33P/vhtA/02Qwb7XU4cuyvlJpjujkb5teRL/oousX+rCFEMOa03nN/W3dOGo24L5smHDPh7pH+bcNsKhcL3JXt45oNyfnN2EUs31rNxW4v8mlR0DcNbzPgKSiDsdjtHHnkkfX19XH311SQnJ/udF7/77jtuvvlmdDod//znP3nyySfp6emhoaHhJ9FMEkZBVH744QfuvPNOvv/+e/lvp5xyCr/+9a8HtHEeDUYSh1HivaEFttZ1sqa8kcraNu65ci5ajUBzp5On393IrIJk5kxODdr87mBhuG6ykTaFdDocNNbWMq5/O9K1775BZt1/8YjQqB2Dc0whY2fMJ2PixAPuJjtQHQGGOym72huw12zE2VBF3InXIggCzsadtL3/V4w5070py9nT0Jj8L+RCERTHnu0IeiP6lODtRyT8CeZQ7WOad+9h13v/R8YvljAmOzuk7wmHpRv38PR/yok267nrinmMSwn9eVWeC3jnF7vdjt1uH7CnvZQJGYwffviBm266ie7ublkYrFYrer2eX/3qV7S3twPeWEZubi4mk4k333yTtrY2nE4n//nPf5g8eXQy7SJNxAP1NTU1g4p0cnNzqa6ujvRXDULpYhhJHEZ6oPMzopk4LkYOWgqCQOXOvZRVt1FW3cYr/91GZmo0xZNTKJ6Uwvj02IOqql9iONlk0uuBgtShoDcYZEEByJxzCLtED7qGzV432Z69sOcbtvw3nkm/eTyk1uWjkU020k3ERsJwC2J1CWPRJQwMBrt72hA0WmxbfsS25Udvq6N075bKlhlHy9lkocQCHfVbaP/gEQSDhZTLHkbQD72PR7iJGM319bT8+0EyhC52rV0ecVFZvqmBp/9TjsWk587L54YlKOC/39oPP/zA7bffTlFREQsWLOCoo45i/PjxQ45VU1PDjBkzeOGFF+S/XX/99UycOHFA3OXUU0/lmGOO4aSTTuLqq6+mt7eXWbNmDTtofiCIuKj09fUNytU2mUwjmpyGg29fsuEKjLQaAe8Ee3jRWIomprCusonVZXsp3dHC+z/U8MmPtTz/x8WYDFocTqkAa/Qqp4eL76QsTcjSJObxeOR00ki7gMZkZ8sTh+wmq9kIIrKgbPrmS+xbV6HLmcH4OYcEdZMFmsSG2oJYiSQoo5W9Fw4jFUzThFkYxxfhatolV/Y7d2/D1VxL1KzjAdA4erHX70RIywsoFPbaMto/egw8buKOvDgkQfGHP8GUMhf31NTQ8u8HSBC6qU1dxJwzzhvWdwRixea9PPVeGWajjjsvn0Nm6sjcRtK9dsQRR/D555+zbt06VqxYwWWXXYZer+fwww/npJNOCthGJdR50bfvl/SZSPb9Gm0iLipms3nQhbLZbAfUF+grMOHUw0hBW+mc3G43UUaBRTPSOHJWOg6XSGlVK01tfcREmXC5XKwsa+SFTyopykti9qQUZhUkE2MZvQaDw0UU9+2Gp0xXhn11C6MVHI9JTKDouJOAkwb83bprCzn27bB1O32V77JTm4Y9zesmyxrC/Pe3sgyWfj3a6eAjwV933FAsTEHQoE/LQZ+WQ/T80/D0deFs3Y2g9Rbw9Zavo+3L50Grx5A5ub+yv4jOb/6Fs3bzgLHif3ETpvFFETkf5bPWuKuO9ncfJEHopi79SA6/eIksmpH4HURR5PuSPf2CMpfstMjFckVRJCYmhhNOOIGTTjoJURTZtm0bS5cuZenSpQFFJdR50WQyDUj+kcQk0vHo0STiojJ+/Hhee+21AX+rqak5aPZVDrUeZu/evaSlpckrR3+43W60AszMS0Cj8dZnGI1GDAY9ibFGVlc0sbqiCUGASdnxzJmcyokLsg661v2wT3glF9CBqiGZf9kN7Kmupr5kJbo9m0lz7UHb0Ejj3s1kTX4UgK62NoxmM8Yg1ctDdViWLNBAabQHG8HqlYJZMRpLLEZLrGyNCmnjiSo+2dsEc2cpjp2ldH/3it/v7N34ZcRERcLtdtP4n0dIFbqpHXME8865DKfTGdE+eIIg8KdL51Lf1B22yyuUsU0mk+y9EASBgoKCITfPCnVenDBhwoBQQU1NDbGxsaSmpkboDEafiIvKggULcDgcvPrqq5x77rl8+OGHtLS0cOihh0b6qyKCUmAkC+bLL7/kvvvu49lnnyUvLy+kcZQP/cKpqRw6fQwNrVa5bUxlbTsOp4eTFnrdP7ube+m1OcnLiDvgcRhl0FYSjeH6+iNB+vjxpPf7qbs7OqheswKNbl+1csUHLzO2o5RGUy667OnkzllIwhAPnfJ4pW1cRVEcsB3BwWatBCLc2IWyH50+ORP9YecQc9g5uLtasNdspOvbl/1+j6/lEgm0Wi3RR15G3dbNzDv7QsC/YCoXAKHGydZtaULQCCycPg5RFCMuKMAAQQmHUOfFU089lTvvvJPjjjuOsWPH8uSTT3LyySdHNBtutBmVOpXKykruuusutm7dSnZ2NnfddVfE6lRGm48//phHHnmE//u//2PSpEkjLrgE74PU3eeiq89J9pgY3G43z7y/ma/W1BMXbWB2gTfQP21C4n6Pw4RbwHmga0gA1vz7VaJ2ryaJTgA8IjRp03DnzGf2L84K+lnfhp+RTL8+GPDNjpN+k2Axzb2PXRTwtTE3vhrwtXDYW1uLOSo6aMcFf/jW+CjvNyXrtzbzyJubMBt0PHPrEei1kb0XpezAkUzugebFK664guLiYpYsWQLAK6+8wksvvURXVxeLFi3ivvvuC9pT7GDjJ1FRvz9pbGxEr9eTqNjjfSR9yXyRHpDNVW0s3bibtRV76ezxFtkZ9BoWz0zn8lP2T+rgcDoq+7I/q/p9kdxk2j1ljHHtpi5uJvMvvxGAiuU/ABomzC6W3WShnO+BPJ9II8VfpFqKQOcz2qKyt2YnXe//BZtgomDJg0HdlsEItKBZv6WRv76+AY1G4I7L5jIxM/g+8cPBaDTKwqYSnIOm99fBQlpa2qC/RbovmdvtpiAzmsnZk7n6tEKqd3exuqKR1WUNKHey/L5kD529DuZMSiE9JbKBOikBYaQdAYaTrhwpfN1k+dZ9q3Hnuo9IE5toXPMijcZs9ONnMWH+ocQkJAYa7oCfTyTx1xUg0Pnos6f5dXXps6eN+Dgaaqrpfv8hYoU+OsYdOmxBAf/JC5ur2nj4jY1oBIHbL5vLpOy4iP8+qqCEh2qpjBDlfgsjsWAk4fKIAkaDN+vqpieWUd2/R8zYJItcDzMxM37YcZj91RHgQLuVtq1bS1v5GmLaKkmiQ/77zuRDmH/RkrDHG24l/IEglDYzvuez5/W7sNeWya/rs6eRdMYtIzqOPTuq6P3or8QIfezKPJ65Z10wovF8qaxt576XSgD40yXFTM9LirhbdriC8sILL/DYY48N6Fz83HPPkZ+fz5/+9CdWrVpFTEwM1157LWefffawj+9gRBWVCBKpxpfgdcP0WF1s2NbC6vK9bNjajL2//mXxrHR+fXqh/J2hfseBLPI7EG4lSUBrt25j17rlaHZvRltwGEXHeTs7rHruYdBoiS2YzYTZc8NaRe+v1jHhYjKZhrdgsPWw9x+/xlIwn9Qzbhrx+ezeUUVfv6DUZZ3AnDPPH/pDYdLV6+DhNzZxztH5TM2NH/BaJH6fkVgoN910E1OmTOHyyy8f8Pfrr78eo9HIfffdx9atW7nyyiv55z//+ZOJOYeC6v6KIL71MMobOdzGl263G7NBYOHUFA6bMQaXB8qr21ld3sCsghR5Nfa3NzbhEUWKJ3m3UY6P8V+odqBrMva3W0kpoGnZWaRlD5zUXE4nSd07iBH6YO0GGte8RKMxG032DMbPPSSsbLL9nR0XiGELCuB2et2gHkGDw+EY8fl0Nu4hFhv12Scx54xzwz6eYDhdHvQ6DckJ0Tz464W4XIPPN5SapUBWpiiKmEymEbm8tmzZwplnnjngb729vXz99dd88cUXGI1Gpk+fzsknn8wHH3ygispPnXXr1vHQQw/J+0RfccUVnHvuuXR2dkbMNJWq1XU63YgD/W63GwGYmhvL9Anx8grM7RFp67ZTvbuLkq0tCMIW8sbFMbsghQXT0uRtlKXjOFhqMkZ7j5hQLDKdXk/ub56ietNG2srXEtO2hUxHFWyvYoe1lzn96a7Nu/eQNHZM0KyfA70RWUT6lgka9OkT0SWOHXQ+StEM9XymHHIYTdm5FA+xY2O4VNZ28MS/S7nlwtkUZBv8CoovwWqWRFFk2bJl6HQ6pk6dik6nG3EMxWq1UlNTwyuvvMLNN99MbGwsl19+OVOmTEGn05GZuW9/nNzcXL788sthf9fByM9OVDo7O7nmmmu44447OOmkk9iyZQuXXXYZWVlZvPXWW1gsFlasWCGbpvn5+SNeRfgG+kcSh/F94B++7hCaOmzeepiyBip2trO9rhODXsNJC7MxGAzsae4lIVo7IAngYGGoIsVwJ+RwLDKdXs/E4jlQ7N3Sd2/NTupKVpA15zAA3C43XW//mXZ0tMVNJGbibPKKg7vJ9vdGZJFqhKmNTiDpnDsG/d3fDpG+Vqb0O9Vt3caeb99hxsU3YoqykBphQdlW18FfXi3B4fTQ0eMY9tYEvufT2NjIW2+9RV1dHQsWLJA32hruhlgtLS3Mnj2b8847jyeffJLS0lKWLFnCZZddNmjvlAPRwmq0+dnFVLZs2cKLL77Iww8/LP/tN7/5DQUFBTz99NN88cUX8kri3nvvxe12c9ddd43a8UQ6DtNrc7NxewuFuYmkJFhwOl1ceu/XAMycmMycySlMz0vCbDz41xPh7kMSbpv+oeju6KDi7X+Q0rsDi+CdwByilkZjDkmHnc746TPCGi/SHZYPVGdl5fdL57OrspLu9x8gWrDRMutXTF10RES/a0d9J/e9VILd6eb3589kdkFkttZV0tnZycqVK/nhhx9YsWIFmZmZLFmyhGOPPXbEY997771UV1dTUlLCpk2b5L+/9tprfP3117z00ksj/o6DhYN/ZokwkydPHiAonZ2drFu3joKCggNimkY6DmPSw4LClH0ZQG44rCid1eWNLNvUwLJNDei0AlPHJ3LmEeOZmBk/eic3QpRW2VBxi9HYhTMmPp55V/8Rl9NJzaZNtFasIbq1kkxHFd2KuMXa/7xF8sSpZE+Zst/cZJKgOJ3OiMRu3D1t2LatRT92AoaxoXWRkBZENWVlOD57hGjBRkP+GSw8/sSIWmVVuzu5/+US7A4Xvztv1qgIil6vZ+zYsZxxxhmcccYZOJ1ONmzYMKyeW+Xl5fz4449cddVV8t/sdjtjx47F6XSyZ88e0tPTAW8bllC7dvxU+NmJihLlPtHz5s3jlVcG9kDa36ZpJOIwGo0Gg8Egr161wK9OnsQVp05h594e1pQ3srp8Lxu3t3LmYm+NhyiKfL6qjim5CWSlRR+UvcmCTcjSJDxa2zrr9Hryi4vJ728WuHdnLeP7XTt7qqvJrP0Uaj9lx5dRXjdZ/izy5swbNTeZ1H8qkll8rva9dP/wGlHzTw9ZVABqK7bg+vwRogQ7e/JOZ9bJp2O1WiOWvODxiPzzgwpsdhc3nDuTOZNHR1CUqb/S3+bOnTus8SwWC0899RRZWVkce+yxrF69mk8//ZTXXnuN7u5uHnnkEe677z62b9/OJ598wrPPPhuJ0zho+Nm5vyR894muqqri/PPPP2hN01AKLqWHONhkI03ILZ120hKjEEUPuxo6ueHx5QCkxJsonpRC8eRUJmXHozsI4zBKpElLqhrf3+m91t4+tq9chrVqQ7+bzJtF5RC1OI64nryZg7eLHYpgbrLRSgu37yyl/f2HiT7kl0TPPSWkz/R2dtLwwu+xYGPvxDOZdfJpft+nDPYPJ6W8vcdF1e5OikfBQpEWJpHm22+/5bHHHqOuro60tDRuvPFGjj/+eDo6OrjzzjtZuXIlFouF6667jrPOCt5a6KfGz1JUysvLueKKKzj11FO59dZb0Wg09PT0MHfuXL7++mvZNL333nsRBIHbb7/9AB/xQPzFYT7++GPy8vKYOnVqWJOpVuvdRrlkawuryxpYX9lEn927eo4y6bjt0llMyDg4NwgKVjUeqbhFOLhdbqo3baC1fC2Wtq3kXX4vlpgYutraqH71Aewpk0mdPm9IN5kS3wkZkC2cSD66tqr1dHz0ODGLzidq1gkhf67kkw9AIzDrxF+E/Bl/sTJJaCR27e1Gr9eQNSZe3n00koiiiF6vHxVB+bnzsxOVlpYWTjnlFC677LIBPk/wBuwNBoNsml555ZU8++yzzJgRXkB2f+JyuXjwwQdZsWIFzzzzDMnJycN2X2k0GjyiQGVtB2sq9rJxWzN/uWY+Bp2Grl4H//duWX89TDLJ8Qe2wV0oNRn+ekVJ7sT9edtvWfEjsav+iVbwfmeXaKEtdiIx+bPJmxvcTSYhWShK9x9ErsbHunUVnZ/9ndgjL8Ey4+ig722oqSZlXCY6H5fRcPD3G9Xs6eDO51aj02r5+82L0RDZBYEqKKPLzy6m8u6779LW1sY//vEP/vGPf8h/v/jii7n33nu58847WbRoERaLhZtvvvmgFhSA1atXU1dXx9tvv01MTMyI6mGk90/KimFKThzaU6bIK/6SbW2U7mildEcrL34COWNjvG6ySSnkjI3Zb3GYcDKeIp2uPFwmLzyE3sKp7Fi3GtuOEpJ7d5DTvRFKNtIzsQCj2YzT7qCrrZWksWMHfd5fmnTEa3zc/ddSG3xKqNlcCl89wfqoPOZceeuIW7L7/kYNrVbuen4NXb1OrjlrMka9BrdbjJgrc6SCIi1KH3jgAY444gjq6+u57bbbKC0tJTU1lT/84Q8ccURkM99+avzsLJWfEyNpfKlEmrzauh1yPUxZdSsut/fWeeaWw0mIMeJ2exBF0OlGJw4TyYyncNOVI4nb5aa6dBMdNVuZc6Z3G92KH5eRuOZZGoUUbKlTSJ02l6wphRgMBgwGQ0iFqyNphdO3+Tu6vn6RuOOXYJ58iN/3VJeWInz9BEacNE05h6LjT/L7vuGyp7mXu19cR0ePg6tPn8rRxRmyBROJwthIWChXX301S5cu5emnn+aII47gzDPPZOHChVx//fWsWLGCG2+8kU8++UR2of8cUUXlZ0Kk62FsDg+lO1qpaeji3KPzcLvdlGxt4ol/l1GUn8ScySkU5ScTZR65iwRGt2/ZgW5+CbB1zWp6Vn9EmrMeneAVtm7RQntcAdPPW4IpzO24wxVN0eNBdDkQtDoEP9ZK1cZNaL99AgMumgrPlfunRYqG1l7ufmEd7d0OrvzFVI4u9m+xDVc0RVGUg/LDve/ffPNNVq9eTWlpKXfccQdZWVmcdtpprF27Vi5qXLJkCbNnz+bKK68c1nf8L/Czc3/9XPGthxmJwLjdbvRamF2QyJzJyfs6H4taYix6VpY1srKsEa1GYHJOAsWTUjhm7rhhZ5KNdt+yg8FNVjB3HsydR29XN1VrV2Kr2kBSzw7iOrdh6J+w9lRX01C2gZw5C/26yZSE2wpH0GgQDCa/Y1Vt3ID22//DgIvmqedTdOzxkTvxfqx2N063yOWnFvoVFAjePy7Q5l0QGUGpqanhX//6F//+978544wzAKiuriYjI2NAlXxubu6A7YB/jqii8jPEV2B8A9jhiIxy8pozKYn5hYupb+5jbUUjq8oaKKtuo7Gtj+Pne4tKWzqsdPY6GJ8eG9J3HIi+Zfu7+aWSqNgYZh13IjrdqfT19tG8e7cct6hb9R3Zjd/jrPqATUIytpRCUqbNJbuwMGivqlBE09HdhsfagzYmCUE/sClp67ZSMnDRMv0CZhx93Kicd0F2Ek/ffARGXWi/cbC6pb179/L1118zb948MjIyRiwoLpeLW265hdtuu434+Hj57319fYN2ZPxfbLsSLqqo/MyJ5AZk0uQ1JsHAqYdmcfqiXDp6HDR32DCZTLhcLr5dv5v3vq8hIcbYXw+TQmFuIno/cZjRqJIPl9FufumLstWMRqshLWtfh4fxhx/HzrXRaOpLvW6yph/gmx+o/CaeyTc8EXLQ3J9o2ku/pXPFe6Sefye69IIB5zT3l5dQt3UB0wsmRuw8AZo7rLz4cSXXnjWdZJMJo254+/v4iqbb7aaiooJnnnmG6OhoFi9ezOLFi5k9e/aw4ilPP/00kydPZtGiRQP+bjabBwmIzWbDEqar8n8NVVR+QuyPzBN/jS+liTUcC0Z60KNNGqLHWLzV/VotRQVjaOt2sraika/W1vPV2npMBi0LpqaxpH+PGNgnKAfTqk85eUn1I5HsRjzUOaeMG0fKuHOAc+jt6qZ63Sr6dpQgavWyoJR8+gHumhI0mdPJnrOQ5CECxtJv67JbvecoeEWteuMGGjevZv6FVyOKIpkRFpSWDiv3vLiepnYrayubOWJm5HZWTExM5Pbbb0cQBHbs2MHSpUt55JFHqK2t5dBDD+W+++4Lq/3KZ599RnNzM5999hkAPT09/O53v2PJkiXs3r0bh8Mhi1VNTQ3z5s2L2Ln8FFED9T8hDmTmSSQD/d4JUGB7fRdryveyunwv4zNiuf5s7/a1G7a30dhmpSg/QW7ff7Az0k2hJOtnpEV+q154lJyuDfK/m4RkrClTSJ0+j9xp0wN+ruu7V+nb+CVJF9xHza4mjEufRocbzal/Zvy0aRHtVNDaaePuF9fR2GblvGMLOO2wrBGN54vUXcFoNA64R1taWigpKeGII44Y1JYlHI488kjuuOMOjjjiCM444wzmz5/Pb3/7W1auXMlvf/tbPvvsM8YOEfP6X0a1VH4ivPnmm5jNZvlmraqqYtu2bbz++uvo9XoWLVrE3Llz+fTTT0cl8yRYHGa49TAT0qPIy8jjwuMn4hEFTEZ9fx+yXWzc1gzAuJSo/m2UU5mQETvsbZRHG38upVD7Xknvi0TV+PzLf0fjrjrq1q+A+s2Mcdaha1rKnu+qZFFpa2zEHB2DOcor2Gv/73bGOWsRBGh57XaiABENbbMuZVpeXkR7ebV12bj3X+tpbLPyy6PzOf3w7Ii6NkVRlDMFfe/H5OTkiHQcVvJ///d//PnPf2bBggUkJyfz6KOP/qwFBVRR+UlwsGWeRDoOI01MouhtpHnDOTNYX9nMqrIGSre38MHSnXywdCdzp6Ry03kHdzEqhNeNOJKCIpGWlUlaltdN1tfdzY61qzEZ9wXft3/4Euk9FTQasjA6O8ikA/p/LkEALdBIIjMWHzmscwp8XUT+8uoGGlr7OOvIPM5clDMqgmIymUa1GPfbb7+V/zsjI4MXXnhh1L7rp4gqKgc5P4XMk5FuQOZbJW8xCBw2PZXFM8fidItsrmpjddleJmXHy80jn/uogs4eJ8WTUphVkExs1MHZciNYN2Lp9eFuNhUKlpgYph85sO2KkJBBR+8exjl3BvxcqtgS8LXhdljWaAQuPmESlbs6OWtxzrDPKdAxBbJQVPYvqqgc5PzUMk+k1vsQWhwmWNsVt9uNBpgxIZ6Z+YkDxKuusZetuzpYu6UJQYCCrHiKJ6UwZ0rqQR2HkSZcqRmmZK3AwMSI0WTu2RcCF9K4qw7Pu39ipHPwUK6/9i4rWkEkOspE8ZSxTJuQGHELRbqPRto25mBgJPHKg4Gf/i/wP85nn33Gp59+SnFxMcXFxezZs4ff/e531NTUyJknEgfbhj9SHMZkMmE2m+W9vyVrY8OGDbz//vs4nc4h+3hJrhebzYbdbueBXy/g779fzKUnTaEgO4Gtuzp47YvtfLd+t/yZlg4rHs/Bl4ei7K6sPCePx4Ner8dsNmMwGEa0T3ooKNOVI4Xyd7LZbHR027j7hbU89PomPGhGpUuBtL9MuILy2WefccIJJzBz5kxOOukkvv7au0NqZ2cn1157LbNnz2bx4sW88847ET9mf0hC+1MWFFAtlYOezz//fMC/lZknX3zxBY8//ricebJ69WruvPPOA3SkwfHdgOyLL77g7rvv5m9/+5ssKOGmKyfH6TlxwThOOTSbbquLkspm8jPj0Ol0uFwu7vnXemx2N7MKkpk9KYXpE5IwGkZ3oh4Kf+364cBV9dfrs8l01fr9+0jDzd29Du751zpq9/Zw0iE54HFBhAtJh2uh1NTU8Kc//YkXX3yRWbNmsWLFCq666iqWLl3KXXfdhcViYcWKFf/f3p3HRVnvfx9/MQw7uKBoSoiguIG44IbpwUxDM+3+uWVYptgJEzSzX8uxFLfj8dhRS7096vEUR/SuTFNL61iaYJmaoKLIccWVJUAERRCGmbn/4FxXgBvLNQj0eT4e/uHAzFwzzFzv67t9vpw5c4Y//vGP+Pj40LVr1yofZ0XMnDmT5s2bY21tzYQJE7C3t6dhw9q57cSDSKjUcgaDgaysrLtmlBiNRj766CPmzp1b52aeGAwGVq9ezfr16/H19a3SOIxCORk72MATnd1+K0Cot8W/rRtHktLZdzSVfUdTsdHr8G/jyvB+renYurElX+I92dnZqVfyD1NTq/p7Tluozv5SXLPxpOe0hdV63LwCAwui4rmcnsfQQE8mDPHRfCFpdbq8vLy8OHDgAE5OThQXF5OVlYWTkxO2trbs2bOH3bt3Y2dnh7+/P88++yzbt2+3eKhMnjyZq1evsmPHDiZOnIiHhwfjxo1j4MCBD79zLSLrVGq5nJwcgoODmTRpEmFhYXW+afwwWq+HsbLSkZx6i1+S0jmcmM7VjDzeCulCj47NAIg9lkob9wa4uzlZ9L2tyP4vFWGp4pd/WnOYaxl5RM95qlqPA3C7wMDCfx0lOeUmT/duReiw9g8dt6lKsUilO7U6rl69SnBwMCaTiblz5+Lv78+4ceM4ceKE+jsbN27ku+++u2u7cS2V/5x///33/PTTT2zZsoWwsDDCwsLUi4raTloqtVyjRo149tln2b17N1OmTAFg8eLF5OTk8O6775aZEVYflF8PU/qq3GQyVerEX3Ilb8KzuQOtH/PmhcE+ZNy4g1tjR6x1kJ2bz9+3ncJshsdcHejRsRkBHdxo79EQa422Ua7M/i8VYalusuJiEzYaveb/XLrBxdSbDOpVsUCBB7fMDAYDCQkJtGvXTp3UoEWgALRo0YKEhATi4uKYOnUqkydPLjNNHyw/q7J0oBgMBmxsbBg8eDCBgYH4+fkxb948bt68Wet2oL0fCZU6ICgoiF27dhETE8OOHTuIiYlh+vTpFQoUk8mkdg9s2LCBtm3b0rdvXwsfsTbKj8NUZ8GlcjJ2ddFjLC4Ca2ucHO2YMa4bhxLTOHYmk50HLrPzwGVcHG14Y5w/vl6u1T5+LQPlXrTqJjMUmzTbB6e3Xwv+MtWZ1s0dqzSzrHw3WWFhIR9++CFnz56ld+/eDBgwgCeffJKmTZtW+1j1+pJTYGBgIE8//TSJiYl3rRmy5KzK0t9PoMxKf2dnZ8aMGYOzszNvvvkmbm5uhIWFWeQ4tCShUgd07NgRHx8f3nzzTbp06cLatWvp1atXhbqGlA/stGnTcHJyomfPnkDdm7ZYfsFldcZhoOSEawX06dSUJzo3x2iCpIs3OHwqnSP/+ZXH3ZwBKDIY+WjzSbq2a0pA+6a4Nrh3efh7Ha+lA6W86oxZvD+xu7rpWlUUFBaz88BlRg9si62tLd4tnDSZVKBMuV6/fj3Z2dn88ssvxMbGsmTJEry8vBgwYAAhISGVbrHHxsbyySefEBUVpd5mMBho1aoV+/fvJzU1VS13ZKlZlcraGoBNmzaRmJiIu7s7Q4cOpU2bNurvDR06lMzMTNavX0+nTp3o37+/5seiJQmVWkw58f/www8cPXqUxo0bs2jRIh577DHgwSdR5b43btwgOjqa5ORkdu7cqd7HZDJZfMqqJVV2PcyDKCfaTq0b4OfdiD8+10m9gj19JYO405nEnc5kPdDGvYG6jbJHc+d7Po+WO1RWVfnilw9bAd+0kcNDHvH+7hQZWRx9jNOXc2jcwJHBPVtqPkvNbDbTokULRo4cyciRIykqKiI+Pp79+/eTkpJS6VDp1KkTiYmJbN++nREjRvDjjz8SGxvL5s2bSUtLY+nSpSxcuJBz586xc+dO1q1bp+nrgd++v6tXryYqKor27dsTHx/P0aNHmTFjBv7+v9VqGzhwIMeOHSMhIYH+/fvf1cKpTWSgvhbLz89n3bp1fPbZZzz11FPExsaya9cuGjR4+F4kyodu5cqVHDhwgMmTJzN48GC1z7b87ypF+LSSnp5OZGQkR44cwdnZmVdeeYUJEyaQm5vLrFmzOHToEC4uLoSHhzNmzBjNnlc5mSpX7ZUdhylNORln5twh7r9lY5IuZqtrX5ZOC+TxZs7/7ZozY22tU9dMWGKHSq3cq/hlbt4d9DqwtancZ6CwyMjijcdIuniDJ/xbMm20b7UXU5ZnNpuxs7NTg14rcXFxLFq0iEuXLtG6dWvefvtt+vTpQ05ODpGRkRw8eBBHR0ciIiIYPXq0Zs9b+qLnzp07zJs3j5EjR9KzZ092797Nxo0bAZgxYwYBAQHq/bZv386iRYvYtm0b7u7umh2P1qSlUktdvnyZ119/nVu3bvHOO+/Qv39/4uLi+Oqrr3jppZceejWu0+nIyMggOjqaqVOnqivyb968SXh4OKNHj6Zbt264urrSuPHd02urcyVkNpuZOnUqvXv3ZtWqVVy6dInx48fj5+dHVFSURdcAKAP9ynFoMQ7T2FnP4B4tGNL7cQoKTRw7l8V/Ll7Hs0VDTCYT56/lsmjDUbq3dyOwszudvRthq6+9XYv3GocJ+2sMrZo34INpT1R4NlmRwciSTcdJuniDvp1bEFGHAgWgR48efPnll3fd3qhRIz766CPNnw/KBkp8fDxpaWmcPHmSUaNGARAcHIxOp2Pjxo0sX76cadOmqaX0la2Lr1y5IqEiKk+n09GjRw/GjBlD+/btAWjevLk61fFhJ0aj0cg333yDwWBg3LhxaldReno6586d49NPPyUmJoaYmBh69OjB/PnzadXqtxLkSqAoJ5fKtGISEhLIyMjgf//3f7G2tsbHx4fPPvsMOzu7Gl0DoGXhS+X+tnro3bEJff2aqbOuCorA3lbPj8fT+PF4GnprK3y9XOnR0Y0B3VpW+uq/JildYYZiE9a6kv9XpFCk0Wjig03HSUzOpo/fY0wb44clCkhbKlAeFeXz9umnn6rfucuXL5OcnEyPHj0AGDx4MHq9nk2bNjFnzhyWLVuGr2/JXkM6nY7Y2FgCAwMf2Wt4mPrz16pnPDw87ppC+Mwzz7Bo0SIiIiLw9PR84P1v3brFDz/8QL9+/bC3t1evkI4cOUJxcTHDhg1j7NixpKWlERERwdatW5k+fTrW1tZs2rSJoUOH4urqeleYVGS84tSpU/j4+PDBBx/w9ddf4+zszJQpU2jfvj16vR4Pj9/Kg3h5efHdd99V8t2pmtIBo8U4jBK4XX1c+fj9wVy4lsMvSb9yODGdhPPXOXctl4EBJVeUN28XkX2zEM/H7j0O8ygZTWbMZrDR6x5aKLK4uPi/XaU6fL2bYG9nw/QxnS0SKDY2NvUqUJTP2MWLF/niiy9YuXIlzZo149tvvyUyMhJra2u1xfLkk09iNBqJj49XAwXgnXfeqbXdqor68xerZ5Qr6dJdUMrq2opMpSwoKOD06dPMnTsXKLlCys/PZ9++fQQFBREaGgqUhFfbtm356aefeOONN0hJSWHBggVcvnyZ1NRUdDod48ePV5vgpQf6dTqd+kXZtGkTffr0oU2bNuTm5nL48GH69OnDvn37SExM5JVXXmHdunU1vgbgfsqvh1ECRukyq+iJX2mtFBYW4t7UnpFBrRkzsA3ZN4tIybqNo0PJoscDJ9OJ2nUGt0b2BHRwI6CDG51aN0av0dqQ6iguLvmsld/S+V7dZNZ6G6x1JbXbXgjuSH7BHazQflhW+dvUJ1ZWVhw8eJCYmBiaN29OUFAQNjY2eHl5odfree+99ygqKuKFF14AYNCgQQwaVFJh2mg0Ym1tjbOz86N8CRXy6D/R4p50Ot1dYxpms5lmzZpVaKzDaDRy8+ZNOnTooN6Wnp5OQkICzzzzjHqbwWAgNTUVPz8/AH7++WcAzp49y3PPPYfZbGbu3LkkJCRw/Phxtm/fTl5ennoMpfuHk5KSgJJNpxo2bEhYWBi2trZ0796d4OBgVqxYUaNrACqqdOFL5Z9S+BK470wmJVDu3LmjXgQoAdXAUUfHVi7qycDHowl/6NqS23eK+fehq/w56ih/XBzLqi2Jms+UqiyDseTYHxRwJpOJgoJC/hL1C+u2nVQvKBwd7DUvfqnX66scKHFxcYwZM4aAgAAGDRrEZ599Bjy6IpHlXblyhU2bNnHo0CESEhIAcHFxISwsjPDwcP785z+zevXqu+5Xl2ZqSqjUIRW5elZOUMnJybRu3bpM4cITJ05gNpvLLH68cuUKZ8+eZciQIUBJeYiePXsSGRnJ4MGDiYiI4M6dO4SHh7N582aioqJ46qmn2LlzZ5nnGzFiBNu3bwdKurTKD/YajUY6deqkhpiiNlZWVhYQKpWVbWxs1MrKyutNTEwESkLxQaFgNBopKiqirbsT08f68685g1kQFsiz/bxwsrchJ69Q/bsmXczm20NXyMwpsPwLLcWgtlTu//kqNpr4cPNJ4k5nkpJ1m9v5JVWICwoK1OBU3i+9Xl+lLj6z2ayO51RFbm4uU6dOZcKECRw5coSPPvqIZcuW8fPPPzN79mx1gsiKFSv429/+xvHjx6v0PJVRfuHp888/z/Lly3FycmLjxo2cPHkSKFnoGBoayuTJk9m1a5dF99ixNAmVekb5Mjdp0oSGDRuSl5cHlJz8vv76a7p3706DBg2Aki/x4cOHcXZ2JjAwkFu3bnH27FkCAwPVMRsbGxtycnIYO3Ysr7/+Otu3b6ddu3bs3r2b/Px89YSamZnJjRs3gJLVyfb29qxatYri4mKOHj3K999/z5AhQ3jqqadYunQpBQUFnDhxgp07dzJ8+PCafpsqTGmNODg44OjoiK2tLZ9//jlvv/02OTk5lWplGI1GTMZi2j3uzMtD27HmnQG8+3Iv7O3tsbGxYW98KlG7zhCx9Cfe/r8H2bz3PMkpNy3eknGw0zN5eAeCurW858+LjSZWbD7Jkf9k4N+2KW+FdKV0o0YJzoKCAnXhpZ2dnfq6KtKyNpvN2NjYVDlQAFJTUwkKCmL48OHodDp8fX3p3bs3R48eZc+ePUyfPv2uCSKWZDQa0el0nD59mk8++YRVq1Zx+/ZtBg8ezOzZszl27Bgff/yxOvnGycmJ1157jS+//BJbW9tH3oKtKhlTqafatWvHlStXaN68OYC6CE7po4WScZcff/xRnUmyf/9+dDodHTt2RKfTYTKZiI+Px2w2M3HiRDWMWrRoQUZGhvqlgZLwcXR05OLFi3h5eREdHc38+fPp27cvzs7OvP/++3Tt2pUFCxYQGRlJUFAQjo6OvPXWW3TpUvu3CIaSwP7mm2/YuHEj0dHRuLq6VnmgX5nirLeCwsKShagTh3XCr01TDiemc/JCFpfT89gacxH/Nq68NzHg4Q9aRQ52ep7ude+9VYxGE6u2JHI4KQM/7ya8Nb7LA1s0VVnVr0WgQEnliQ8++ED9f25uLnFxcY9sgoi1tTXHjh0jNDSUli1bkp6ezrZt2/j4448JDg7G1taWefPmYTabCQkJoVevXuqYY12reFGahEo9ZTabCQoKIikpCQ8PD5ydnVm/fn2Z30lPT+fgwYMsXrwYgH379uHt7Y23tzcAhYWF7Nu3j4CAADVQLl++TGZmJu7u7ri4uKiP5ejoSHJysrra39PT8557d1tyDUBN6N69O5s3b6ZJkyYA6kC/FuthXBx0PNntMQb1cKfQYOLE+WwOnUqjVTNntftt894LpGTepkdHN7q1a4qzg2UHs39MSOdg4q908nLlnZe6VWr9zf2KX964cYP33nuPXr160b9/f9q0aVPtQCnv1q1bTJkyRW2tlK8wbMkJIsXFxej1egwGAxs3bmTKlCm8+OKLXL16lfnz5/PSSy+xfv16nnzySezt7QkPD8fe3p6uXbuq70NdDRSQUKm3bG1tCQgIICkpieDgYAwGg1ouXeHt7c3HH39MQEAAZrOZ/fv3M2zYMHVPluvXr3P8+HHeeOMN9T6nTp0iOzubESNGAL/NSjl//jwODg44ODjU6aushyl9tauwxHoYvQ66t2tMjw5N1BIrZrOZc9dyOXH+OodO/YpOZ0VHz0YEdHCjZ8dmNGtctVIrV9JvsWZ7EgO6t7yrxTKge0uKjDCgW4tqL+hU3hMXFxdeeOEFYmNjCQsLw9HRkYEDBzJw4EC6detW7WnEV69eZcqUKXh4ePDhhx9y4cIFi08QiY+P5/Tp04wfPx69Xk9aWhqRkZHY2NjQu3dvnJyc6NChA4sXL2b27NlMnDiRf/zjHwQGBrJ+/Xrc3Nw0D9ZHRcZU6rExY8aogXC/vu2+ffuq+4lHR0fz/PPPq/258fHxZGdn84c//EH9/cTERPR6vbpQS3nMAwcOqLfV10CpqNLjMA4ODmXe+8r2kytdSQUFBRQVFRE5uRcr3xzAi0M70Na9Iacu3mDDt2fZFntRvU9uXlGltlHOu1PMhZSb3LhZ+N/nNHP8XBZWVlY4ODgwtI+HphUCrKysCAwM5P333yc2NpZly5bh6OjIX/7yF5544gl1VlRVnDp1irFjx9KvXz9Wr16Nvb09np6eFp8gYjAYOHPmDFASnrm5uVy7do29e/eWaRG1atWKRYsW4e/vz6hRozhx4gTdu3fHw8Oj1q8/qShpqQg1BJSV+8ptrq6uPPfcc+q4zK+//srZs2dp3bq1esVuZWXFhQsXSEhIYNKkSTV/8LWcloUvla61Zo1sGPFEK/7nD17k3jYQfzqTVs2dsLa2xmg08rf/d5zMnAK6t3ejZ0c3fL1cH7iq31BqnYrJZGbdV0nsi09lxrhu9PNvrvnJrvQsLysrK3x9ffH19WXatGlkZmZWeQvdrKwsXnnlFSZNmsSrr76q3u7s7KxOELFUkUgHBwcOHjxISkoK7u7utGvXjmXLljFr1izmzp3L+vXrefzxxwFwd3dnzpw52Nralpk6XZemDT+IFJQUqoed5E6ePMm8efMYNGiQumFYXl4ea9asYefOncTExNTQkdZ91R2HKU/pfrOy0rHyi+McSUrn5u2SXSbtbK3p0rYJwb098PO+e4+Y+NOZLNl0nPFP+5Cenc/euBTauDdkdmgPHGy17cxQCpfa2dlp3qJds2YNy5cvv6tba8KECUyaNMmiRSIB3nrrLRo3bswbb7yBg0NJV+S5c+d49913uXXrFv/85z/LdJ8qxV1rc8XhqpBQEfelDDiWZjKZyM/PV1f2fv3112zatIkhQ4YwceLEevEFOXr0KAsXLuTSpUu4ubkRERHB8OHDLVphubrjMKXpdDqw0nH+Wi6HT/3K4VNppGXlE/Z/OqllY35JysCjuROf7DxDwvnrZe7v1bIBc0J74Gin7ZWzJQOlNoiKimLr1q2sWLECLy8v9fbk5GRmzZpFdnY2q1evrlXrsixBQkVUWPnAKCwsJDg4mOeff56QkJAqd1vUJkajkX79+hEZGcmQIUOIi4vj5ZdfZvfu3SxZsgQ7OzsWLlyoVlheu3at5sUwq7sBWWlKeZW06/k0buCAg62O/DtFTFq4lyLDvXeE9PV2Zc4kbacw1/dAUYwePRq9Xq+u5Fda/1euXGHmzJmkpKSwZ88enJycHvGRWk7dvqQUNap0oJw5c4bFixfToUMHXnvttXoRKFCyNUB2drZaB0wp4WJtbV1jC+iUcZjSCy6rO9DftIENeiujWoU47H/873ufU8nZ1Tr+8pQdDutzoCjjTgsXLiQ9Pf2u7SlatWrFsmXLWL16db0OFJBQEVW0Z88e7O3t1TUnFdkHvS5o3LgxISEhzJw5E19fX8aPH8/s2bO5cePGPRfQJScnW/R4StclU8qgKHXJKhswykQBTMX06+xmoSO++zl1Oh329vbVCpQTJ07Qr18/9f+1pZaXQhlk9/HxYcGCBaSkpDBy5EjOnDlDfn4+UDIdvVu3buokjfpKQkVUSXh4OG+//TZ2dnZl9tqu60wmkxqWx48fZ82aNSxatIi8vLxHXmHZysoKvV6vlkApXfiydF0yLVS0vMqDaNFCMZvNbNmyhdDQUAwGg3r7o6rl9TDW1tb07duXlStX4uzszOTJk1m7di1xcXHqe1Bfviv3U79fnbAo5UtSn7o0vvvuO06cOMGQIUOwtbVlwIABDBgwgJUrV9aqCsvlC18q62EqEzBd2jZ54O1KF1xVqhArXT92dnbVOomuWbOGDRs2qLMNAW7fvv1IanlVlLW1Nb6+vkRHRxMaGkpGRgZTp04lMjKSP/3pT0D9+s6UJ+tUhCglLS3trgqxer0eX19f4uPjSU1NpWXLksKLtanCcmXXw1hZWTE/rC+R637m+LnfZn91aduEWS93x2AwlKnfVXo3SOWxH8TKygp7e/tqX5WPGjWKKVOm8Msvv6i3Xb58ucZreSmVIypKmdSi7Ft0/vx5MjIyuHbtmqUOsdaQUBGilL59+7J06VK2bt3KyJEjOXLkCN9//z3/+te/SElJsegCOq2U34Cs9FRlk8lEVlYWu3fvZuLEifxpQvcHPtb96nc9aLthLVooimbNmt11W35+fo13RSqBcvDgQQIDAx86db70BnYmk4m2bdvWmgsQS5PuLyFKad++PStWrGDDhg0EBAQwf/58/vrXv9K5c2cWLFhAcXExQUFBTJ8+vU5UWC4/DnPr1i1effVVzGYzBoOh0uMw9ypz//nnnzNixAiWL19OXFzcXTXmtObg4PBIuiJjY2OZNGkSFy5cqNDr+72MoZQn61SE+B2ZOnUqvr6+hIeHa7Yexmw2c/bsWfbv309MTIy6r8nAgQPp16+fJlvgHj58mOnTp3P48GHy8vLo1asXe/bsUbsiFyxYgJWVFe+//361n+t+CgoKeP3119WSMvD7C4yKkHdEiN+RDz/8kPDwcEC79TBWVla0b9+eiIgItm3bxvbt2+nSpQtffPEFw4YNU7vOtFK6lpelNnsrP0XeZDLh4OBA586d+eabbygsLFS7uERZ0lIRQpShjKMoYzAmk+mhLRhl/cy9HkuLmU6lWyoAOTk5Fq/lBfDVV1/h5+en7jEEMHz4cHr37m3RVlFdJqEihLiv8oUvlenKpYPifoFS1124cIGIiAiuXr3Kiy++SJcuXRg6dCgbNmzg0KFDzJs3Dzc3t3q9f1BVSKgIISqsdOFLs9lcbwNFkZeXx7fffsvOnTs5c+YMPXv2VGcIzpw5k5CQkEd9iLWOhIoQokp+T1foWVlZpKens2TJElxdXfn3v/+Nt7c3a9euveduoL9nMlAvRD1RmfpYRUVFzJo1i169etG3b1/+/ve/V/r5fi+BAtC0aVP8/PyIiooiNDSUmTNnkpaWpu5SKdfmv5HFj0LUcWazma1bt7J48eIyXVGl62Mppfp9fHzo2rUry5cvJzU1lb1793L9+nVCQ0Px9PTkmWeeqbHjTkpKYs6cOZw/fx5PT0/mzZun+TYCWlJqmfn7++Pv74/RaGTNmjUMGDBAk2nT9YW0VISo46pSH2vHjh2EhYXh4uJC69atefHFF9m2bVuNHXNhYSFTpkxRqxa89NJLvPbaa9y+fbvGjqGyyrfMHn/8cWxtbevN3vJakVARoo4bNWoUO3bsoHPnzupt96uPlZycTG5uLtevXy9TNqQmyviXdujQIXQ6HSEhIdjY2DB69GiaNm1KbGxsjR1DdeTl5akLPWUBZFnybghRxzVr1uyuq+gH1ccqKCgAUPdRL/2zmnLx4kXatGlT5raaDrbqcHZ2ZsyYMXz++ee4uLg86sOpVWRMRYh66EH1sZSwuXPnjjoWUNNl/PPz88uEGtR8sFVXnz59HvUh1ErSUhGiHvL09MRgMJCamqreppTqb9SoEU2aNOHixYtlfla+5WBJDg4OdwXIo9yfRmhHQkWIeuhh9bFGjBjBypUrycnJ4dKlS2zcuJHnnnuuxo7P29u7TKhB7dqfRlSdhIoQ9dSDSvXPmDGD1q1bM3ToUEJCQhg7dixDhw6tsWMLDAykqKiI6OhoDAYDW7ZsISsrq8w6G1E3yYp6IcQjcfr0aebOncuZM2fw9PRk7ty5tXqdiqgYCRUhhBCake4vIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoRkJFSGEEJqRUBFCCKEZCRUhhBCakVARQgihGQkVIYQQmpFQEUIIoZn/DyR1cZ2MDSbYAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mesh.mpl.subregions(marker=\"o\", linestyle=\"dashed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we show how to expose the axes on which the subregions are plotted, so that we can customise them. We do that by creating the axes ourselves and then passing them to `mpl` function." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'height')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# Create the axes\n", "fig = plt.figure(figsize=(8, 5))\n", "ax = fig.add_subplot(111, projection=\"3d\")\n", "\n", "# Add the region to the axes\n", "mesh.mpl.subregions(ax=ax)\n", "\n", "# Customise the axes\n", "ax.set_xlabel(\"length\")\n", "ax.set_ylabel(\"width\")\n", "ax.set_zlabel(\"height\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This way, by exposing the axes and passing any allowed `matplotlib.pyplot.plot` argument, we can customise the plot any way we like (as long as it is allowed by `matplotlib`).\n", "\n", "Sometimes it is not necessary to define subregions that alltogether cover the whole mesh. Then, it can be usefull to also show the whole region to better visualise the arangement of subregions. This can be done by specifying ``show_region=True``. Customisation of the visualisation of the whole region is currently not supported." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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9LiF/DmWoTK/XM27cOCZNmoRKpaKlpUVK+Dc0NNDU1MSePXvQ6XRkZGRI9TGxsbFuDYMQPojj+6ryV6TLCgqB86U1Kp7CXa4Ig+OPnNhoNLJt2zYOHTqEXq/nqquuYsKECV7DXa7NJl0bR6rVasLDw50S6Z68HHFd8msEGBgYkH7HXTV+oBJjT2qqoRguT6Ey13MN1DuSh8pGjBjBrFmzmDdvHhaLxSlUJv4HEBUVRVZWliRd9hQq86fKXz6gTKnyV1DwzZfOqATaWViov9z9jtiFmkwmKdzV3NzMqFGjuPrqq6UW8IGGu1xfNxqN0i7ekxzYtaGkO9zVb7ge05uBdYcvNVWwtTHD5R3JBQppaWlkZmaybNkyenp6pFBZdXU1R48e5ejRo4Bjxozoupybm+vxPihV/goKQ+dLZVQC7SwsFkLX6nhv4a5p06axdOlSwsPDvYbUfM1Wcaf+8iYHFol6f70DT4ug8DiClRgHa7h87d49JdCH4h3Jz1en0zF27FgmTpyIWq2mpaVF8mLq6uo4efIke/fulUJlQlkWHx/vNVTmb5W/Il1WUHDwpTEq8lYr3hYfufchkH/R5QbHNdzlqu5y11LE12wVYNDrrguNJzmw+HdYWJjTrBJ/cLcIDlVi7K/hChR/ak2GGiqLiYlhxowZzJkzB6vVSn19vdtQWWRkpNOY5cjISLfHVqr8FRT847xXf8lbrbirfBd4W+z1er3Uz8u1d1dLSwujRo3iqquuclJ3AVInY4HcILlb7MTrrufgj7dw4sQJXnnlFWbNmsWSJUucQiui03GwSi3hGYjFbihJdDnieHLVXDChMlfk5wrBhfU8na/BYBikKuvr65N+JzExUTIyaWlpbnvAueLu/srvrVLlr/BV4rz2VFzDXZ6q430t9nCmdsRisXD06FE2b948KNwFZ8JZnupbfIW7PJ2jL+QV9fJdfFRUFMCQ5qb4m0QPtqeYfBRyqNrvh1pIIM7XZrNhMBgYPXo048aNQ6PR0Nra6hQqa2lpYd++fWg0GtLT0yUjk5CQ4NbzUKr8FRTOcN4aFXms3FNuBPybGw9Ii9TWrVspLCxEr9dz5ZVXMmHCBJ+jgr0pzFw9JNdzVKvVUvW9tx23t0S9SHiHam6KpyS6fGxxMJ7BcLSR8TdUFqhBlIf2oqOjmT59OrNnz8Zms9HQ0CBJl2tqaqipqQEcM2bkoTJh8F3xVeVvtVqVKn+F/1nOO6Mirz2RD9Jy/cL5k9uQ1xi0tLR4DXe5LkjyL7yvcJev10XxordEuq/eX/J7423hDiYXIfcMXPMm8rqO86mnWCgVcK7nm5SURGpqKkuWLKG/v5/q6mrKy8upqqri+PHjHD9+HHA0zhSy5fT09EFycoGvKn+R9AdFuqzw5ee8Mioi1i/vu+UOX1JeV++ipKSEd999F7PZzPTp01myZMmgcJcr/o4S9hYOE73BRBLdWyJdVIsPZeF21/cq0AXW23mK8NtQjEEo1V++hAShUJWp1Wry8vIYM2YMGo2GU6dOSS1k6urq2L9/P/v370ej0UhjlrOzs0lMTPQrVOZuY2A2m6X3Vqr8Fb5snDeJenmIy92uWCxEAl8Gx12467LLLvM73CWkoq5Gw5eHJG+FIl73taipVCoGBgb4+9//zsSJE7n66qulxTA8PJyenh7PN84DYoEVhibY8JPrecqT82ITAHhtrukL8ZmFuo2M63GFByxf1INB3FuAhoYGKR9z8uRJ6XfCw8Ol2pisrCyio6P9PmfxmanVasnIm0wmZUCZwpeCc25UXFuteIqNBxLuclV3JScnc+WVV5KQkODVw3HtXixUY55ed0UsYq6z7f3ZKff39/OPf/yD/Px8rr76areL7FBUVa4y12DDT3LE/RBJ51AZg+FQfwmDaDAYpLY5oVSVabVaBgYGqKmpkfIx8s1AXFycZGDS09Mlb9LXOYvckTAi8udAkS4rnI+c0/CXv61WxGIN7nMOruGuo0eP8sEHH0jhrksvvdTvcJYng+PrdRFP93R+vvp/ya9PnjeIjIzEYrFIYa1gk/OudTOhCD+JHbTdbpeM31DDb+LvfOV4gg2VyTcFocgdwZl7q1KpyMnJIT8/H41GQ3t7uxQqq62t5eDBgxw8eBC1Wi2FyrKyshg1apTbmii73T7IU5FX+SsDyhTOR86ZURELTSBz493t7lzDXR9++CFFRUVS767x48f7DHeJ7sXuQiL+vC4/vusXWsTERasYTwuiu95f8nvlq/38+SAx9kcKHEzC31dlezC1Mf7kjoI5rjzPExERQUFBAdOmTQMctUjCi6mvr6e+vp7PP/+csLAwp1BZTExM0PfCbDYzMDCgVPkrnDPOulHxt7OwWOi87UjlcmJ5uCspKYmrrrpKCneJHZ+n9/Bl1IJVfwnvxmg0YjKZpIXL3YLoT+8v8JycH4oc2J3E2FOfsjc+ruTtHTVcNDWFC6ckk58WgzvRkzspcCgWbX/UX8HUxrh6cqFUlYlnIyEhgaSkJBYuXIjRaHQKlZWWllJaWgo4ZswIA5OXl+cxVObuXrh6iqLKXz47RjEyCsPJWc2piC+tayLbFU/qLpHjcPUOjhw5wubNm92qu8xms1Oti0BeBe4p3OWtgl8eDpMjFDvyuL3wtORfZteuuHa7nd/97nckJydzww03SL8XEREhLQy+GI7kvDimRqNhw2dVPP/ecafXIwxaJufHM21MIhOyYkgYOXjOvCvurj3YQknXcxXH9HT98hY4gRw31PcVcDIEHR0dVFVVUV5eTk1NjZMXmZqaSmZmJpmZmSQnJ7sNlbk7trcqf2VAmcJwcVaMiryzsLtEthwR7nL3uqiKFwbHZDJJ4S6DwcBll13mNtwlvlRiGJMIZ/k6B3dGx9ffu2vVIkIW3naIarWaJ598kri4OL797W9Li5ZOp/PbqLg7F+F1QPC1IQMmK89sPM7uo81EGDT0Ga1csyiPfqOFAyXNnGzrl343NSGCKfnxFOTFMT57JHqdf8OzXI1BqNRfruIEoegbSnLeVaEVrNflijBeKpWKEydOSG1kGhsbpeMaDAYyMjKk+piRI0f6fc7uxB/KgDKFUDPsRsVdqxUYHObxJxQlchNms5nW1lY2btzoNtzl6l0IoyL+7ek9XM/B1cMJVv3lj1EBeOqpp4iKiuLWW2+VFi25kR3KTt7TztXXbvtkWz9/frWIuuZexmaOYGp+POs+quT7ayYxd1KSo81Jp4lDZac4UHySwxWnMJpPjybQqBmXPZKCvDim5MeRlhjp16Llqv4KhVJNXL9YOEPV/2y4vC4406tMqMrKysqoqqqis7NT+p0RI0ZIBiYjI0OabOkLT/dYGVCmMFSG1aiInaY8N+JOxeUrFCXCXeAIZx0+fNhruMsV+ZfD03u4C7m5tojxdo5y9ZfYvQpETsfXIvPPf/4TvV7PbbfdJv0sPDxcMkjy8MtQd/LuajhcF+7DFW389fUj9PRbWDYrjVsuHc3HBxr5f++V8r3VE5k3KUm6dnEMm11FWX0Xh0pb2V98kpqmbuk942IMFOTFUZAfz6TcWKLC3Vegy5EvcHKDHUxBIzjup1CsDYd35E8ILhBE9wWhANRoNHR1dUmqsurqaqd+dfIxy8nJyX6Ft/wNlSlV/gr+MCyJenm4S95qRbwmYsK+lFUweLF/7733pHCXv+outVrt9T3kCjNvr/uj/nKNd8uT+eHh4V49BBGWcEV4Kq5J76EkkT0lvMUituHTCp5/vxi1SsUdq8axeEbq6XN0LCo222DDKs49PzWC0WlZ3HBxLl19Fg5XtHGguJlDZS18cvAEnxw8gUoF+WkxFJwOleWlxUjHdr324RwiJnDXnysY78hTe5qhjiCQe6sGg4GJEydSUFCAWq2mqamJiooKKioqaGxs5MSJE+zevRu9Xi/NjcnKymLkyJEhq/JXpMsKngi5UZGHu7wt1P4qr8Ch7pKHuwItZvTUOdjf2SiBqL/kfcqEd9Pf3y8tIuKc3C0y4lp8Ic7XnXQ3mJ2xfMEyma08+04JO4qaiI028OOvz2J0xgjpdfXpa7PJ7qe73mzimBF6mDM+jnkTE1CpNdQ09XCorJUDJc2U1nZQVt/FG59UERmmZXJenOTJxMUYvF57qNVf/sihg/GOPKnKDAbDkEJlclVZbGwsc+bMYf78+VgsFmpra6Uqf2FswDFjRhiYjIwMj2OWPRlGuUcqH1CmhMoU5ITUqIgvkK/aE/Hl8nc2yuHDh9myZQtms5mZM2eyaNEiv3p3CfWWO7WMJ4WZ/HWx6HuTC3vzbmw2m9TTS76rE19K1yJEnU4nFfy5M1Lu8CbdDXRn3NoxwJ/XHab6RDf5aTHce/1kYmP0mM1maeEOC3cs9iqVbwWSHJvNBjYb6QkG0hPSuGpBFgMmG8eqOzhQ0syBkmZ2H3X8DyA9MZIp+Q4DMzZzhNuEvz8NNoMJPQ2XdzRc5wvOxis9PZ3s7GwuueQSaXZMeXk51dXVHD58mMOHD6NSqUhKSpKMTEpKikfPw5NhFL8vly4rVf4KIcmpBNpqBXyPAhbqri1btnD48GEMBgOrVq1i7Nixg9RVrrgqyFzzOPL8jKe/F9cl3xGKa/BH/SUWJV9fLOFF2e12XnrpJTo6OvjRj34kGQQhWw5GrRRIcv54dTtPrD9CV5+ZRdNSuG3FWHTawYZje2ET/3jrGN9dXcClc7OdjNXAwEDA5yjOU6PRcLLdyKGyVg6WNHOk4hQmi+Mc9Vo147NjKch3eDKpCRF+LVju1G9qtVrqGj2Uc3VdVIOpYfF0vvINzVA+f/k5i03WyZMnnUJl4jkQY5aFkYmNjfXrHrvKrUXuUKjsXO+Vwv8+Q/ZU/O0sLC9m9KSzdw13bdiwgdbWVpKTk6VW9d5apXgqmBRhJ1/hLn9mo/hSf8mvTXzJvOH6+1arld7eXmnxCgsLCzoE42nHLS9ANJvNvL+rhhc+KAPgthVjuHhmmscFRfzUaDTS09Mj5SE0Gg2RkZHS4hrIIigMdHy0hqXTk7hkVio2u4qS2k4OlrZwoKSZwvJTFJafAiBhhEHKxUzKjSMizP1j7C5MqNFonHJbgYa0fHVGDpW3IVeric8/2FCZ/Hs5cuRIZs+ezbx587BarU6hMvmY5ejoaDIzMyVlmbdQmWuVv6h/CQ8Pl54xpcr/q8OQjIpcGeXtS+RaKOhqVLyFu2bMmMHixYsJDw+Xdm/+qrfcvYe3cJe3v/en95fdbmdgYMApJi8v9PSU25GfgzDQQmAA0NvbK52DPAQTaMLXNR9htcH/21TCtn31jIjSc9+NUxmbOcLroiU+OvFRiySu3W7HaDSGpDWLeP8x6ZGMzYji5kvy6eg1U1Te5jAwpS18tL+Rj/Y3olapyE+PkUJlOSnRXhP+Wq3WqVfWUFvTDGe7F/n5iu/ZUGfngLPxSktLIysri2XLltHb2yvlYaqqqjh69ChHjx4FHDNmRCuZ1NTUQRsu+bHhTOdt8b1Sqvy/OgRlVESCUSx8vhZy+ZdO/FwgX8xF7y4R7rr66qsZN26cZHA84Uu9JR7aQGejiHyGP+ovuTrL9XflXyxx79wtBsKI2O12afEQORZwzsXIF69gdt2nOgd4fN1hyhu6yEmJ5r6bppAcH+UkMXa3GIpEvbvPO5T5HfkxLRYLUQYV8yfGc+HkRFQqNVVNvRw67cWU1XVQWtfJax9XERWuO53sj2NyXhyx0cEn/IMJaXnKPwx1xPJwqdXgjEhBq9UyduxYJk6ciEqlksYsV1RUUF9fz8mTJ9m7dy9arVbK22RmZhIfH+9RVeZOACH+59oQU5Eu/28QcE7FtbOwpy+HO2WUQLRbkec23IW74uPjnbwH19yIr/5gcqMGDFogfIXD5NXH7l4X1yhi9IHEoIU0Uxx7YGCAf/zjHxiNRiZPnszYsWNJTU3FYHC/KMpzMXIFjrjn3nbHJbUdPLH+CB09Ji4sSOb2VWOdEuHeCvp2Fp3gideO8PXLRnPpnAzpPmm1Wq85FW+1EMHmN8R79xmtHK3q4ODphH9bl1F6XaNW8dT9FxAd4Vh8RZ2Kd29seNqyBFPDEhER4TMH5O7eBmu8XBHnarPZqKurk4zMqVOOUKQKO1doy9Fr1ZjHLSap4EJGJKf7fB7kx5Z/z8xms+TFKFX+X04CMiquiW9/2si7Q767slqtFBUV8eGHH7pVd7nu+MXf+QpXyfMfInQgP5a/1fHeDI5oFilaXQSDRqOhs7OTN954g+bm5kHXkJaWRk5ODjk5OR6nCcKZMIzwHnU6nSQokC8w2/Y18J/3SrHb4eZL81k+J93nucsXwy+ONfP7/+7lG5eP5dI56dK99WcRcXdMX55RIIiFqLa5j3++dYSyug4AfnX7TPLTHZ1//TEqrrhLoA+1wl9+XG+dAwLp/SZwvbdDCZW5Iu5DX18fVeVl2D5/idieOqff6dJEYUnIJSJ3KsmT56ILiwjo2EqV/5cbv8JfckWHCBO565wq3/l7ChsIwyDCXVu2bOHIkSNuw12uX3yxK/elIHMNZ7k+hP7IgcHzbBSxGxT5k6E85KWlpWzatAmj0cisWbNYvHgxzc3NVFZWUlZWRl1dHXV1dXz22WdERUVJBiY7O9vJixELKiBJmeXJUZVay/ObSvlgdw3RETruWTOJiTmxfp2jPPRiMjoMhx2V1Bk5GKMq74wcqnoTm81GV4+Rf7/tMCjRETq6+8zEx0ZJIoJgPit3CXR56DFYr8CdkMA1pBkM7rpOhzpUprKaSDj6NuaeOlCpUUXG0pE4HltjMTEDp9CcLIKTRbTufIHusHhIHkPs+DnE50/2KNTxJ1TW3+/oMyff6ChG5vzCp1ERcVF/B2n5KmYUD3FzczMbNmzg1KlTpKSkcOWVVw4Kd7kiduHewl3eKvT9ed21Ol7+BRAPspB4DuVhttvt7Ny5k507d6LVarniiisYN24cdrudxMREEhMTmT9/PgMDA1RXV1NeXk5FRYVUZyC61+bm5g7yYly/tKc6+vjLusOU1nWSlRzFg7fMIG1UTFAxfpEEN5nN9Pb2OnlFUVFRQe2K/anf8OeYJ1r7+NPLhTS19TN7fCIGvYbthU0MDAzQ13fG2xiq+sufWTSBegWelHpqtZqIiIgheRueFutg83G2vi463/4zluZq9LnTMdUeRhMZw5grv+0wAGYjDQe301GyF11rFbHGVqhphZqdNKCjNzoVXcZERhVcQPSoNL/uh6dnQuQclSr/8wefRkU8hK4LvXBJ7Xa7T8/BNfexadMmjhw5gt1uZ+bMmSxevFhqhOerfsVTD62hzkbx9ffCuxGhiKEYlIGBATZt2kRlZSUjRoxg9erVxMXFDTKkVqujkHT06NGMHTsWlUol1RmUl5dLg568eTHl9Z089kohbV1G5k1K4ttXjsegU9PT0+MkW5V/Ub2FoMR120+3aRGLklqtpr+/PyQJb19JaXfHPFrZxl/WH6FvwMKVC7JYsziXZ98pdpwzw6v+8uYVDDXhL8KKwuMc6nF9FXb6Ml7WrhY6NzyGtaOJsAkXEbn4Vk79/Q5UGp10L/R6A5lzlpE2cwkajYbe1hM0HviU/qpCIroaiO+ugWM1DBx7jxZ1JKb4bCLzppI0aR76iCi35x1olb8iXT53+BX+8lXM6E/CXm6Ujh49Kv372LFjmEwm8vLyyMrKcttlVZ7Qdydl9CX3FS6yL7mwr95fAwMDPivcfSE8tM7OTvLy8li5cqVf88rFFzwhIYGEhAS/vJh+XTrbjhix2uzcdMlorrgwa9C5i+SouA8ajfPAL1cvRqh13bT+ko7nGtIZag2Hu522/Jibd1fzr43HAFh71Xgumpri9PfuPi5/1F/BhLTk5+pawxKMxFps3Pw5bjCiB/l9AM9G0Wq1Ym6to3PDo9h6OwifsYLI+avBagHsoHFuDio/Z210HFmLrkF78XWoVCpOVRyhuWgH1objRA+0Et1yFFqO0rbrZboMcdiTRhM7YQ4JowtQq5Uq/y8bQdepePJg5HiS+qalpVFXV0dBQQGVlZUUFRVRVFSESqUiPT2dvLw88vLySExMlGaouIuH+wpnyc8BBstg/QmHyXdBQ82fHDt2jM2bN2OxWLjwwguZN29e0Mfy5sWUlpWzs9xOs2kADRYmxTVj6LVSWmocZLhdczEiH+PJi9FoxO/63s0Pl8RYHNNms/Pqtkre/dyRJ/rx12cxLmuk7JiD/96X9FXcE3lRZ7DGcLhqWNwdV+5tDEX04MmA01pN6+u/x2bsJfqimwibeonjXKyOc1BpvXecln/HojPGMCJrnBQqayzcSUfxF2haKok1nYK6U1C3m4bNWnqjUtCmT2BUwQXEJGd6PLa7z0/UwLhKl5Uq/+HFL6MidksC4Tl4emh9SX3FonbppZdKrSPEWFWRmP7kk08YMWKEZGAyMzOddvS+wlWu5+DqDfir/pLX5ASL1Wrl008/Zf/+/ej1etasWUNOTs6QlENy5F6MPjyGzUe1NJvaGDVSx4U5Floauzl8uFnq+SRXlI0aNWpQLkb8v9yLEV/E8HDHZ6eWqeMCuQ/eEt6B7OIHjBb+/uYx9pe0kpoQwQM3FZAcHy6FjMLCwtBoNdK5y/F13z0ZA6FIDDbR7Wl3PdQaluHyuoQh6CnbR9d7fwerhdjLvkPMlMVSqMxo6nNcj8xTUalUPj/DM+EsFaMKLiBl2kVotVr621to2P8JfZWHCO+sJ76nDorrMBZvplIdgTE2i4jcKSQXzMcQGePx2L6MrlLlP3wE5KnIF2pPH4CQMXpLtot4f19fH9HR0SQnJ5OcnMyFF15Ib2+vNLu7oqKCAwcOcODAAbRaLVlZWYwZM4a8vDzi4uKGVB3v7RxFiE2eI5DncwJZTHp6enjnnXeor68nISGB1atXEx0dHTKDIqeqsYtHXy6ktXOA2RNGcdc1E4kM10vt0YWiTORitm/fTmRkJDk5OeTm5vr0YsQXEcBitUk7ebGAyBth+sKfFjKeFu5TnQM8+nIRNSd7mJQby/fXTCIyXDfomGIRNRgMREVFSeKKQBcPf1RawST8/REnBIo/xw3E6xo4/jndW58DjZaYlfegzZlKX1+fZLxUNsf7aMMiMBgMARsugSSOiYgh86Ir0S65FpVKRXt1MU2HPnOEyvpbiD51HE4dp/2LdXTpY7En5TNi3CwSx0xD4yY0Lj+23Oi6hvj6+/ulWjglVDY0/DYqrgu1u9yGP5XtYlcAg5PyKpWK2NhYYmJimDBhAlarlYaGBqngSt7GOyEhQfJi0tPTpcXPl2jA2znKc0RiAZEvFmJXI4yi3Mi4o6Ghgbfffpuenh7Gjx/P8uXL3d63ULCj8AT/3HgMs8XGdUvzuPqiHNRqlbRrE7mYefPmYTQanXIxR44c4ciRI6hUKidFmTsvRierIejrc+xS9Xo9er1e2skHk0T2tNt2XbhLa9t57JUiOnpMLJ2RytcvH4NW416iKkJ0A/399PaeWUyE+isYz8BXonsoIS134gSVSuWk/grU0HhKcPsTguw7uJne7a+gMkQwYtW96FJHO90Hi8WCpa/H8T44NhQi5CRyj8HkeeShssjUXEan558OlZk4cWQ37cf2oGmpYKSpDVX9F1D/BSe2auiJTEGbPp7EyRcwIjXb47E9hfjEd1OUO8hrvpQqf//xa4UTD4n84ZQnrP1RXsmT4WKH4K6VifwYGo2GzMxMMjMzWbp0KT09PZSVlVFaWkpNTQ179uxhz549GAwGcnNzGTt2LNnZ2R5HqsrzM66IaxCFce4eILlb7RpmkBsYm83GoUOH+Oijj7Db7Vx88cVMnz59WLwTq9XGyx+W8+7nNYQbtPzgpgJmjEv08vuO8FB+fj5jxoxx6lxbXl5OQ0MDDQ0NTl6MUJQ5vAjHcez2M51v9Xo9RqNRGjMgX7iCyUd42m3vLznF468ewmK18Y0V47hkVqp/N0l15ph6vV6qdQhGtuzufnoKPQ0lpCWuX6fT0dfX5yROCEViHjzX3JjNZrq2r6N//ybUkSMZcdX9aOPTPRzw9HdYo5WMrTgWEJI8j9wwJk6cS3LBBY5QWUcrDQc+pa/iEGGdtcT31kNJPaaSD6lShTMQm0lE7hSSJs8nLHqk22O7bhKESEV4zOJ+WK3KgDJ/Caj40e0B/Ah3uda4uHoTvtRXwuBERkYya9YspkyZgtlspqamRvJejh8/zvHjxwFITU2VvJikpCSnHYg39VcgcmHXhU/eeuWDDz6gqKiIiIgIrr76alJTU4fFoHT3mXhi/WEOV7SRmhDB/TdNJS0x0u+/F0YyPj6e+Ph4yYsR89DdeTHhsY5kqfW0qkYYFLn36j4XMzQv5s1PKln/USVheg0/unEasyemDGoh4/qMervlwciWfRGqeht3xx2u+S7uakFa//sjrO1NqMNjGLn8O2gTMjwe1245bVS0zjkVf/I8wYb4pFBZeDSZF65Cs/Aq1Go17TUlnCzcgbnuKNH9zUS1lUBbCZ1711Onj8U2Kp+YMTMYNX4GGg/CArEOiet1VziqDCjzzpBiMSKe7ssYuO5S5Z6K8B48PVyewlk6nY78/HzGjRsHwIkTJ5ya3zU2NrJ9+3aioqLIz89n9OjRZGRkDErYh0oubLVaaWtrY8OGDTQ3N5Oamsrq1asZOXJkULkYX9Q0dfPoy4U0t/czfWwC31s9iYgw3zPffV2DVqslLy+P0aNHS16MyMU0NjZSU24Dkti0s5qS8hqmjU5g8ZzRxMdGS8dxzcWYTCanIrVAJMZmi41/vV3MjqImEkYYuP/GKWQmR0m5HU8Lt+N5ctxrFb4/U2+S3aGov4ZquNw9j8OVmBfna+1qdfx3fxdtb/weTUwC4TlTMGRNRps+Hrsu7IyiUqi/NJ6fPW/qrKF0s5YfGyAyJYf8tDyHotNq4cSRPbQd3Y26uZwYUzvqhr3QsJemjzV0RyShTZ/AiNFTScybJB3PVZTkLlQmPkfx3ko+xhm/1V9yxEMh/0AHHdiL9yEMhXiY3D1IvmpgXF8XVehz585lYGCAqqoqaeLdoUOHOHToEGq1moyMDGnRTEpKchqmNZQHoaqqinfffZeBgQGmTZvG0qVLUalUUrJffInEzjrQ3aqc3UdO8tSbRzCabVy7KIfVi/Nw1+59KLh6MbNmzeb/vXuMvXvqUWFHjY3yZi3lzad47fNWYsPNjMuI4oIpmUyfmCVJj12r+0V7G/mX0FVVJZ6prl4Tf1l3mJLaTvLTYvjhDZMZ6dJ12NPCHRERgUbjeLyFCizQaw+1+stbvY2nhdXX8UOdmAdQR8aC1UzE3Ksx1x7FVHuUnsJt9BRuA5UKQ+powrIL0GVOQuWnpFjOcEmtxbHF85AwfhZJk+Y6Cki72mk8+BndZfsJ66glvq8RShuxl2zl2Mg8Jnz95z6P7avK/+WXX6a1tZU5c+Ywc+bMYcufnu8EfNXCWFgsFrc9fPzp/yVXf3mT8/rTLNLd30dERDBlyhQmTpyIxWKhqamJqqoqysrKqKmpoaamho8++ojY2FhycnKkZH8wD4HdbmfPnj1s374djUbDihUrmDhxotN5u5OSBjprBRyJ5/XbKnjrsyoMeg0/vKGAOROTAj7nQOnpN/PEuiKKKtrITIrmx1+fScIIA/uPVrP9QDXHa7pp69exq9TErtJydG8UkxmvZuppLyYx7oz0U/7MyL0Y1/h+zYlOfv3v/TS39zNv0ijuvHK825HCrsgXbsvpe67X6aQWMueT+stTDY9c/RYonhLzARlEqxmVzkD4xIWET1yI3WbD0lyNqfYwptqjGBvLMTaUwuevg9bhHdlO1aPq64DI2EG7fV94k1pDaEJlKkME6fMuQ3PhStRqNUde/AOxTYWoVKCOGBHwcWHwvR4/fjzvv/8+v/3tbzl58iRz5sxh/vz5XHDBBWRmuq+x+V/Ery7F4oMRhYJCmimKHwWewl3Sm502OMeOHeP1119n6dKlzJo1y+l3fI36FQlQT7sYudFzra0RrqpI9ldXV0vvo9PpyMrKIjc3l9zcXKKjowcd2xWj0ch7771HeXk50dHRrF69moSEBJ9/J0fcM3l+wJ0X09tv5q+vH+FgaStJceHcf9NUMpPct7QIJY0tvfzxpUOcONXH7AlJ3L16Mgad86Ks0Who6+jl4z2l7D3eRE2rFbNNGGg7seEWxqZHcOHULCcvxhVhWAvLT/Hka0foN1q5/uLR3HjJWKfF298F629vHGXn4ZP87YcXEBdjkCTLgqEsVvJrF4tgqLotyxdWrTZ0rezFd1Yc25NBbH3mu6gjY4m7+Tduj2Mz9mGuP46p9gjG8n3Y+7ul17SxKUTkTkWfNQlN6lhs6qHt1kM9hsBms1H65lPEN+7DhBo9NgZmrmH8JddL+dT+/v6gowjg2DD09/eza9cuqb/f0qVLWbVqFX/4wx+orKwkNjaW22+/nRtuuIHOzk5+8pOfsHv3bqKjo/nud7/LmjVr3B57586d/O53v6O+vp4JEybw29/+lpycnKDPdTjwO/zlrW8W+E62y70LeeLc9T28hbvE37n7wvqqjhc9ytRqNePHj2fChAlYLBZJslxZWUl5eTnl5eUAjBo1SjIwKSkpg7yy1tZWNm7cSFtbG9nZ2VxxxRUeZ594w51kWcyQEK/VnOjk0ZcLOXGqjyn58dxz3WSiwoeWP/GHQ2WtPLH+MH0DFq5dnM+aJbmoGLxQWq1WRkSHcdXFBVxzyVTsdjh4rJbtB6o4VtNNW7+W3WVmdpc5vJiMOBXTxiS69WK2fFHH/9tUgkat4u5rJzJv0ihJ/RRwoaTLqQqDJMJvoWghMxzqL3lIKyrKkT/Sagc3rRxqYt5Twh+rBZXG89KgNkRgyJuBIW8GuqRcurc+h2HcfOzGfsz1x+na/z7sfx/UGsLSx2HInow+cxKq+HSv4gl3hDJUZrPZKH3tCeJPFtKrMtCfMIaElsPY1Tp6enqk44YiDJeUlMRVV13FVVddhd1u59SpU1x++eX8/Oc/Z8WKFRw/fpzbbruNzMxMXn31VSIiIti5cyclJSXccccdjB49mqlTpzods7W1lbvvvptHH32UCy+8kGeeeYa7776bd99997zK4fi9jQhE3TXoTVx6c7km3315OHKD5E7K5091vWu7FXFeWVlZZGVlsWTJEtrb26VxqvX19TQ3N7N7927Cw8PJzs4mLy+P7Oxsamtref/99zGbzcybN48LL7zQ39voFVfJslqtZl9xC0+sK6TfaOHqhblcf3G+24U9lNjtdt7bVcsLH5Si1ai598ZpzJuY6NcXS9z/qePTmTo+3eHFdDq8mH3Hm6hpgcpWDZWtbbyxczexYWbGZkQyd3IGxxtMbN5TT0ykjvtvmsrYzJHSceVfbvF5+6q1sEuJevfXOFxTKl3zG8EaAxFG8tS0Ut6jLRiPy5NBtFvMaHQGDAaDT4NotzjOSZ89hbAxc7BbLWg7Gugq3Yep5ggDtccYqHWMJFaHRzsS/tmT0WVMxB4WeBGwP6Eyd+dss9koXfcY8S1H6VGFEb/6JzRufwsATdiZEQ42m82puDOYMJy7dlItLS0sXLiQVatWATBx4kTmzJnDgQMH2Lp1K5s3b8ZgMFBQUMDKlSvZsGHDIKOyZcsWxo8fz5IlSwD4zne+w3//+18OHz5MQUFBQPfRFfE5hMI4+W1UXD98oZTy5sF48h7Eh2QymfyWE8unP8pjtv5Uz4vj63Q6wsPDPYaYYmNjmTFjBjNmzMBkMlFTU0NlZSWVlZVOkmXxvkuXLmX69Ol+3sHAsFptrN9WzusfV6LXqfnB9QVcNC1dun5xDUMJh7jDbLHx7DvH+eRAI7HRBh76+kyykyKCDuVYrVZGRIVx1dICrlnm8GIOFdexfX8lx2q6OdWnO+3FVAKg09iZNyacuEhnz9A1FyPfILhTEjmMwek/8ON74qt+Ixh1kj/GYCg1LKFUqgmDaDaZwG7DplJjt9t9JvyFpFiov1QaLeFZE7HGZxE571ps/d2Y6o5iqjmCufYIvcd20HtsBwC6xEzCc6Y4QmXJ+dhUgQkq/BUpmExGSl56hIT2UrrVESRe91OiR6XRaHFMCNWFO2T48gV1KIo1dwvz+PHj+dOf/iT9d2dnJ/v27WPs2LFotVoyMjKk13JyctiyZcugY1RWVpKXlyf9t0ajISMjg8rKyqCNipBGh9LTCUr9BWdamfgT7nK96a5DsHw1g3QtuvT2uvychUET4Q6RqPUnUa7X6xk9ejSjR4/GbrdTW1vL5s2b6ezslM5927ZtfPHFF1KYLCsrS7q2odA3YOHvbxxhX3ELiSPDuP+mqWSnRDsp1TwVXg5FstzRY+SxVwopre0kP30ED94yg5iI0BV5iedgytg0poxNQ6PRUFp7ij+8cJDOXgsqbJitajYf7GLzQYcXMyY9kgumZDBzcs4gRZlctiw+Y3nXA/GM6k5vLALxOIJtIeMNd8ZgOJtWBuVxySTC/lTiO7oUe1Z/qcOjCRszl7Axcx3fwbYGTDVHMNUewdxQgrmlFr54B5VWR1jmRAzZBegzJ8GIpCEpv8Q5q4CSF35LQns53ZooUm7+BRGxo7Db7djNDqOiDTtT2+XpPX2F4cxmM5s3byY/P5/0dA+Foqfp7u5m7dq1krfy/PPPO70eFhbmdopqf38/UVHOedTw8HCpmDcQhDFRq9U0NDSwY8cOGhsb6e3tRavVkpycLBWTJyYmBiRiCjiLJg93eTyo1nsrepF7MBqNbl1Jf/Ir/lTHu5MLuytaFF9uT4nykydP8v7779Pd3c2YMWNYsmQJtbW1kmy5sLCQwsJCqQOAMDIjR470fjPd0Njay6MvF9LQ0suk3Di+f91kYiKda2s87aL8bR/jjuoT3fzxpUOc6hxgwdQ01l49Aa37fHrIOF51ikdfLqSz18Jl8zL5+mVjOVzawPYDVRyt7uJUn4495Wb2lFeie6uUjDgVU0cnsGj2aJISzih2XPNdVquV3t5ep884MjJSSsQG0qNMHM9dmGgo6i9/ZMvBeKH+eFzejm0/bSRwyal4Oq7u9K3XhUVIxtETKpUKbXw62vh0IqYvx24xYW4olVRl/ZWH6K885Hj76Djn2hh94N6yyThA2Qu/Ib67hi5NNOm3/ooRiWeKZtVWhwGSeyr+vofr/bDb7ezevZs//OEPGAwGLrjgAi644ALmzp3LiBFnntW6ujrWrl1LRkYGjz/+OBUVFRiNRqdjDwwMSN6snPDw8EHGpr+/3+3vekNsvsrKynj66aepq6uThBvg2OS3t7fT399PZmYmq1at4rLLLiM+Pt6v4wdkVFxzH675DV/JcsDpi+POw/AVzhKLgq9mkkajUfJMvOErUX7gwAG2bNmC1Wpl0aJFzJ49G7vdzsSJE5k4cSI2m43GxkYpFyMMzbZt24iPj5cMTFpams/WDgdLW3jyNcegqRXzM7n5ktEelVJy/G0f4+kLs+foSf7+hqPu5WvLx7Hqggy3vxdKPi86wT/eOobVZuebK8dx6RzHexaMTaPgtBfT0dXnUJQdO0G1lItp581dexgZZmZseiTzp2QwS+bFgLz48vSUSpOJ7u5u1GrHFEW9Xk9YWFhQiVhPm5KhVrd7ki2L3l/BhN+CqcQ/U8zoeWmQH9fY3+v4fa1OOi6cUVt6uwcqrR591iT0WY7iQ2tPO+Zahxdjqj1KT9HH9BR9DKjQp+QRnuOojdGMysHmI6ZpMRkpf+HXxPfW06EdQfrNv8AQHetUNMtpoxI7KgVdeHjQXr74u4ceeogHH3yQ6upqDhw4wGuvvcaPf/xj8vPz+dWvfoXVauX222/niiuu4MEHH0StVpOVlYXZbKaxsZHUVEfboaqqKvLz8we9T25uLh988IH031arldraWre/6w2VSsW//vUvvvjiCyZNmsSCBQsYM2YM6enpxMQ4hDP9/f1UVVWxe/duXnnlFV555RV+/OMf+5U/9ktSLC5AeB8CvV4vGQZfyXJXg/OHP/yB9PR0vva1r0m/40tOLGSbnnZaIhwm2oYMJU5otVr56KOPOHToEGFhYVxzzTVkZ2f7/KJ0dXVJeZiamhpp8dHr9VKyPycnh8hIZ5d7w2fVrNtWjlaj5ttXjueiqX72tfKBaB8jDJrcE7PZ7LzxSSWvf+xof3LvjdOYmu/f3PpgsdvtvP6x4z3DDVp+cP1kpo72LsMWC1VhcR2f7RdejBZhNLQqi8OLGZPAYpkX8+dXC9lztJlnHlzIiCi9tFno7e11ahYonsuhynblBt1XCxl/UKvVhIWFYTQapWMOJfzm7Vzh9GCrUydo/fcPMYy7gJhL7vB5nO5PXmCgaBuxN/0abYJjYyA6QsuPG6iQwG63YWmucYTJao5gbioH22nPQB9OePYkDNkF6DImoopOcFpzzMZ+Kp7/FfH9J+jQxZJ5yy8xRA1uk1/6jx8Sa24j/u7n0On0UijS9XML9B67bpwPHTpEXFwct9xyC5dddhlbtmyRwk0rVqyQPBWxntrtdl599VWmTJnidNwnnniCp556SjpPi8VCUlISW7duDXitO3DgADabjZkzZzr9XNxHV+9/9+7d/OpXv+L++++XhAIer9/fk/Cnet7fYkURvhIGKdDqeW+vi53eUAxKd3c3Gzdu5MSJEyQlJXHNNddIFlyEmDwl+2NiYpg6dSpTp07FYrFQV1cnSZZLS0spLS0FIDk52eHBZGTx5s5T7DnaTHyMgftumkJeWnDFWO4Q5yn3YnQ6HSazjb+uP8jOwycYFRvOT74+k5R49404Q4XJbOXpt47x+eEmEkeG8eDXppHhR62NuMeTx6QxeYyLF3O8iepmqDqloWpXO2/t2sPIMAtj0sJp63eEDVUqx+cmNhwiPmyzOQaSuY7rdW33MlT111COCZ4VT8PRel93ujODzhCGXq/37R1JDSV10vmJPKY4bjBCApVKjS4pB11SDsxahc3Uj7m+WDIyfaV76SvdC4B2ZNLphP9kbPEZVL70O+IHmmnXJ5B968MeRxSrbWbMqFGrz+S0xHfFXaPNYDYHer2e2bNn849//IO2tjZeeuklAKZNmwbArbfeym233cYvfvELPv/8c4xGI7fccotkUJ5++mn27dvHs88+S21tLddffz2HDh2Shhz+9re/DWqtkwuMzGaztKF3V9AOMHfuXNavX+/XlFq/jYq7B0DIg32Fu9wZHL1ej9lsDkhO7C7kFmi4yxe1tbW888479PX1UVBQwLJly6QYvGuISST7PYWYtFqt1OXXbrfT1tYmhcjq6+upaWyjvO8U/bZwkmLsfH1ZAukJw7ewi4Wk6VQPf3rpENUnupmYG89Dt84kJlLv0VCGgo4eI4++XEhZXSdjM0dy/01TBuWK/MVqtRIdaeCKJZO56mLHl6+opJ7P9lVKXswXFRbAsWBu+XAbk8fnkpGR4RR/dpeLkcu5dTodERERQXsc3lrIQHDqr1DLll3P1dLrKGS0qRyKIF+V+JL6y0OiPlRCArU+HEPuNAy5jsXY2tkshcnMdcfoPrgFDm7BDsQB7eFJjPnmb9DowzzeX43dgpXBIWlf7Vjk5xzId2Xs2LFcccUV/Otf/2LPnj1Orz3xxBPcddddpKWl8ZOf/ET6+dq1a6V/Hz9+nJ/97Gf86le/8vs9fSHW8IqKCurq6qQQsfifTqcjOTkZjUYzSCTgiaDLXYUMzdsOyZvBEZ6KWq32qCBzZ5BEkkn+eigMit1uZ9++fXz66aeoVCqWL1/O5MmTPf6uu7i6t95eKpVK6qM1e/Zs9h9v4q+vH6XfZiM1ooNkew0ffVjIJ9vUpKenS7mYuLi4kMr9Sms7ePSVQjp7TFwyJ4tvXD4GjdomfRbBtI/xRW1TN3948RCtnQMsmJLCnVdNQBciFYC4x5NGpzJpdCoajYaGk1389j97ae40O3qUFR+hquwI4PAQxVCy5ORkJ8Pi2ghTeDEidDtUj8NV/eVrofIncexOtjyU5pIiUW9XOzZq3lrTmAd6MVYeAKDzvacIy5uGIbsAW8YYj8f3JSTw13hrRowifPISwicvwW610FdXwtFtb5LdU4FNpSb/tl+jD4/02ulAY7NilcmYVSr3Eys9tb6Rdy7u7++no6OD2NhYt9/Xa6+9lrVr1/LFF1+4vZ5du3Zx4MABJ9mxHJHjeP7553nggQeIiYnhW9/6FqtXr/Z6n7whUgRbtmzh6aeflrx48XOtVktnZyf//e9/SUtL8/u4fhsV+QMuPihPC44/+RW9Xk9PT4/H2fC+Ev46nU764g81f2Iymdi8eTPFxcVERUVx7bXXMmrUKL//3leyX/663W7n3Z01vLS5DI1axbevHM+SGWnSZMbKykpqa2upra3lk9MjlXNzc8nLyyMjI2NITeo+PdjIMxuPYbPDHVdO4uKZKdJrYkcZiCrOHw6WtvD4usMMmKxcvzSPqxfmDGv1b0NzN4+8eIjmTjMLpqZx1zUT6eqc4zT1sqmpiV27dklFrWJejDzP5cmLgTOLylA8Dk9ejNwYBGPM/Qm/efsc3XUddpfwV5kH6HzrUTAbQaPDerKS3pMV9O58nY6IEegyJ6LPnIQ+cxLqCPdjfz15BK5el6/nzmi2sHFnIU2dkWRpVeiSslFr9ZKx9VTIqMGKWX3GW/ZX/eVOVHHs2DHuuecekpOTmTt3LgsXLmTGjBlSWyBf68kzzzzDN7/5TadnUE5rayszZszgxhtv5Mknn6SoqIi1a9eSmJjIwoULfZ6zN5588kkyMzO55JJL0Gq19Pf309/fj9FopL293Um95g8Br1Dy2hB3C5y/zSDlSSn5IuOPQRLqr1B0F25vb2fDhg20traSkZHB1VdfHVS7FYG7MJlYLPoHzPz99UNsLzxBbLSeH944hTEZIwFISUkhJSWFCy64gN7eXqqqqqioqKC6upqDBw9y8OBBdDqdk2RZ5Hl8n5Odl7aU8e7nNUSG6/jR16YzLtP73wZiKN1ht9v5YHcd/32/BK3GUbw5b9LwNr8sqe3gTy8dorvPzOol+axelINKZWfkyJFMnz6dWbNmYbFYpHHV5eXlTkWtwovJyckZ1JrHUzv/4fBixDGF1ygKdoMtvhS4M1yDEuiSpNhzvZW5u42ODY9iba3DMHYescvvRG01OWTBVYcYqCzEWLwTY/FOx/smZqHPmowuazK65DyPyjJPxaLezre/v5833niD5uZmJowbg7q8CLU+3Om47kKGKpUKrd2KXX2mIDoYhGGcOHGitDH94osv+Nvf/kZxcTHTp09nyZIl3HTTTR7XqRMnTrB3714ee+wxj++TkZHBiy++KP33zJkzufLKK9m2bVvQRkWcT1NTE0888YRTYeVQCMhT8VYbAr7HCcvDWa4zVcC3QZI3XhyqdwJQXl7Opk2bMJlMzJ49e8gW3xW5uKGlo5/HXi6k6kQ3Y7NieejWmYyI1LndhUVGRjJp0iQmTZqE1XpmpLIwNK4jlXNzc0lNTXWbZOsbMPPE+sMcKjtF+qgoHrp1BokjAstluGsfI77sImQhfgcc8+v/814JH35Rz4goPT+6eSr56aETH7hj1+Em/v7mUaw2O99dXcDCqcmDniERIs3OziY3N5dLL71UynOVl5dTV1cneTFhYWGSF+Oq1htuL0YsVDabTdp8DbWFjPxcvLXeN5+eOe9p4bd2n6LzrT9i7ThJ2OTFRC26BasdrGo9quxpjBg9m3itFlNzNcbqw/RVHsJYdxxLSw3sexeVLgxdxnj0WZPRZ05GM8LzlFJvnQNsNhudnZ289tprtLa2MmnSJJYumEdb+euodN6fb5vNhqm/F7UKrGqddH/F/4JV12m1WiZOnMiMGTP4/ve/T3d3N7t376akpET6ncrKSqmAGuDw4cOsWbMGlUrF0qVLAbjzzjudcikAR48e5c0336SwsJDy8nKysrJITU0NKCzliRtuuIEPPviAb3zjGx49pUAIyKi4LvZiYfe3GaQ8nCWXD+v1er9ny8vnkwRbTW6z2di5cye7du1Cq9Vy5ZVXMnbs2CHnDjxxtKqNv7xaRHefmSUz0vjmynHodSopSeYt2S8KKjMzM1m8eDEdHR1OYTIxUjksLEzKFeTk5BAeHs6JU7388cVCGlt7mT52FD+4oQCDdmiGWB4Kg8FeTFfPAH988RBF5afITIriwa9NJWFkuI+jDu183t5ezcsflhNu0PKTb8xgQlaMX7kIgBEjRjh5MbW1tZSVlVFeXk5xcTHFxcWAo0GguLdD9WL8DSOKcIyvPESoali0Wi1aof4KC0er1To9j5b2E3S+9SdsPW2Ez1hB5PzVgzZ24hys0UloJycRN205KqsZS0MJ/VWO4kZT5UFMlQcd7zsyyeHFZE5Cnz4elc59lMA14d/f38/69es5deoUs2bN4uKLL8bc0eK4Rx6OIcfc1+O4D5oz65aIgIh7HKzyS9yT6Oholi1bxrJlyxxS+tdf5w9/+IPT7x4/fpxRo0axevVq7rnnHo/H1Gq1vPjii6xZs4aXXnqJxx9/nH//+9+SmmwoLF26lNtvv52ysjKysrKIiYkhJiaGqKgoRowYwfz58wM6XkCSYk/hLH/CXa4Pvbvpj97kwhaLRXqg3C1qvqS+gv7+fjZt2kRVVRUjR47k2muvJS4ublgMit1uZ/OeOv77fikq4PZV47h4Vrq0WASa7AekUM706dMxmUzU1tYO6k+mUqnQxmRyoCkWoxmuuiiXG5YNTyNK+Ze9ub2fP7x4kPrmXmaNT+KHN05Dr1MNqZ7CGxarjX+/W8y2fQ0kjAzjZ9+YFbQsWngxWVlZ5OTkSF6MyMXU1dVx8uTJkHgxQxmt7MkYDNWLkfIEp4sZ7Spn2XJfYzmdr/8eW383kfPXEDFzhdvjuOYlHNemgtRxhKeNJ3rRLdBz6rQXc5CB6iP0F26lv3ArqLXo0sY4cjFZk9HEp7uNRnR1dfHaa6/R2dnJjBkzWLBggePzs53esIZF+myGaT59nWIejDh3V+MVTF7K3Tk//fTTvP/++1xxxRWsX79e+vmxY8dQq9UkJg722N5++23++c9/smnTJpqamoiNjaWwsJA5c+aQlJRESkoKzc3Nbs/BX4xGI//9738ZMWKENOW1v7+fgYEBent7iYiIYMeOHQFFhoY07EB8gfxtBilHGBXxAQZbHR+I1Le5uZkNGzbQ2dlJXl4eq1atCkmvLneYzFaefaeYTw82MiJSz703FDA+23NhYTA5DL1eT35+Pvn5+djtdlpbW6moqGDrvkYO10WhwkZ2WB0d5eVssZVL/cn80ZoHSnFNO4++XEh3n5kV8zP52qVj0GrsqFRqJ4MvPpOh0jdg4fF1RRSWnyI3LYYf3zqDmIjQTNqTezHTpk1j5syZkhcjcjGuXowwMK5hSFcvxmw2O4VzxMLtb/2GK65ezFBrWIRE2KZSS7Um1qYK2jc+ht3YT/zybxNRsGSQksqvY4tIhSEG9dgLGDHhIuJUYGmqYKC6kL6KQ5jrjmGuO0bv5+tRR450eDBZk9BnTEIdHiWFvLq6uqQhWOAwXmYhh1Y7oiLeDIG5/7SnovWeqPeVl3I14nJ1qhy5+mvz5s3Sz48fP05GRgb/+te/+Oc//8lll13Gvffei16v54orruCKK64AHFX2EydO5LnnnpP+9p577qGystLv+++OlpYWPvjgA5599lmpKaW4JhGCFffGXwIKf8n/LdRXnvCVXxEfSl9fH3FxcYNP7HT+ZWBgQCqY9IW33X9hYSGbNm3CYrGwYMEC5s6d6/N4wXKqc4DHXimkoqGL3LQY7rtxCgkj/N9B+5PDcN2JqlQqYmPjKTrZwuGT3YyI0nP9hXH0t5uprq6mqKiIoqIiNBoN6enpUi4mNnboFfRCVWa3wx1XjOfiWeluryNUTTBPdQ7wyAsHqT3Zw8zxSXz/usnohxjW84bci8nOzuaSSy6hvb1dysXU1tZy8uRJdu/eTVhYmDTsLTs720nb79oI05cXE+h9CUkLGZfeX6aaw3Ru+ivYrERfeieasfOwWCzS5+hawxNw/yyAhGwMiTlEzL0WlbEHc90x+ioO0l9ViPH4DozHdwAqiM+guMOGwWhg/rylzJ3nHJYRDSLR6n0aAptpADX+hcrkuMtLabVa/vjHP1JYWCgpv6ZNm+a0efOk/oqNjWXOnDlcf/31nDp1iu9///s8+eST3H///U6/19fXJz0bAk+NJwPBaDQyevRoZs+eHbLNZsBbO7n3IRY8Of5Wv8vb37u+LpqbifYFwSbkrVZHE8BPPvmEAwcOYDAYuPbaaxk7dqxfCqZgKK7p4M+vOupALpqawh1X+DcG1xOechiuu//2rn7+/Gohx6s7yE2L4aFbZjAiUgtMxmazceLECaf2MfKRykKynJ6e7rM/mRybzc76jyp469MqIsO03HtDAZPz3Ded87TgCQWhv5Ll6hPdPPLCQdq7jVw+P5tbl49mGBXKgxCfR0xMjJMXU1dXJ+ViSkpKpOSsGPYWqBejVqslYxCs+kvc00AGiMklxcayvXRtfhpUamJWfA9DzlSfXQNEmUGgTTslUYsmDLKnE5U7kxEaNbZT9Riri+gs/gJLUwXjsDNOC6rCRjrbDpzuHTYZTXQ8drNjgXU1FO4MgfhdTVikFH4PxCCKcxahyO9973scPXqU3bt388c//pHq6mpmzZrFggULuPjii0lKcq98fPrpp6V/R0REcOedd/LnP/95kFFx10zSU+PJQIiNjWXatGn88pe/5OabbyYiIoKwsDB0Oh2iM7d8Wqo/BGRUXGefuC72/sqJLRaL28S8u+7CQ6Gnp4e3336bhoYGEhMTufbaa4mOjmZgYCBku2Y5H+6t5/9tKsZuh69fPpbL5maEvCbD3e6/vqWP3/1nH83tfcwvSOGuayai0zjLtNPS0khLS2PBggV0d3c7GZj9+/ezf/9+dDqdpIzKzc31WkFrNFn5+5tH2HO0maS4cB782jTSEv1XjrgL2/gSLYiaF6PZyjdXTuDSOUNXvgwVsRhlZmaSlZUleTEiF1NbWysNezMYDNL99eXFiMVZhH5dOxjLF3Z/8LcSX/TXMtUXM1C0FZXWQMyq76NPH+/2uK7hIdEKfih5I3Fcm80GMcm0p2h4/fMKLBYDl00fQ7qml77KQ5gq9mGq2AeAJjYVzYjTPeS8jDAWhmCgu5NIkHIqYpMmQpGBeoo6nY6pU6cyZcoUHnjgAdra2ti1axc7duygt7eXb3/72xQVFfG9731PWhPKysq466676OzsRKfTsXz5ciZOnOi2pKG8vJzt27dL7V0A4uLiWLlypd/n6HofVCoVjY2N0kiPAwcOEB8fj8FgIDIyEqvVyqxZs/jGN74xPDkVkcSSPxzyN/Kl3nKtjndtHhlMuMsbDQ0NbNy4kd7eXiZMmMBll10mfWGDTZJ7wmKx8e9NjoRxdISOH1xfwKTcwSG9UGO329l1uJG/vX6EAZOVG5eNYc3S0Wi13ufdR0dHM2XKFKZMmSLtsoVcuaysjLKyMuCM4kmMVBafSXu3kT++dIjKhi7GZ4/kvhunEB0RvOvsz+fx3s4qnnvnODqNmh99bQbTxwz//Q0UuRczdepUZsyYgdVqdVKU+evFRERESJ+dCCOLnbartDYY9ZenSnzd6a/dQOGHqMKiGHHlD9El5QZ0XHHsUAwQa2pq4o033sBoNHLxxZeSX1CAWq0mavGt0N2KqeYwvRUHMdYcxdreCEDv569hqj1yJuEflzpoPbEaHTNIVLow6T6IRphD6Ugg3icuLo4VK1awYsUKSfn1yCOPYLPZpLXvl7/8JW1tbVxzzTV885vfZO3atWzatGmQnBigt7eXqKgofvCDH3DDDTewceNGHnvssaCnzorzjI2N5c4778RgMNDc3Ex3dze9vb309/fT0tJCe3s7gNsWWR6PbffTHMsVEfITE8bAn/oVuUEqLi5mw4YNLFu2jLlz50q7sqHWn9jtdg4ePMjHH3+M3W6XpjP6u+sQXwSNxr8Ji+3dRv78qmOwVVZyFPffNJVRscMnoRXY7Y7Oxq9uLceg0/CDG6YyY2y8dJ2BXodAKJ7ESGXx5Y+IiHBIlUems35HO23dJhZNT+WOVePRDuvgFRUvbSnj7e1VjIjU89NvziY3JSok7WPOJiJULPdi6urqpM9D7sWMHTuW8PBwj7t7eU2Q1AhSpxuS+kvQvu5XWE5WglpDzLyrGTFtGarIkX5LoUXjTk9jLUR+w59zbWxs5M0338RsNnPppZcyYcIEt++p0WjQYKfzs1fo2f8+muh4rN2npNfVUXGnDcwkdBkTUYdFUvbefxlZ/jE9U64iZ+FVqFSOEQO9vb1n/u70vRXfI3+MokqlGuTh/+Mf/5CUX0899RQ6nY7t27dz9913c/vtt/PUU09x+PBh7HZHoe62bdtQqVRO6q/LL7+cr3/967z11luUlJSQlZXFww8/PGjk8PmA30bF3YPiq/rd2+uVlZWsX7+epUuXMmfOHI/tWALBbDbz4YcfcvToUSIiIrjmmmtISUnx/YcekFfEuwvLlNd38ujLhbR3G5k/OYm1V03EoA/dpERPyLv9JowM4ydfn0lagmdDJk/2i7i3P+E+k8lEdXW1FCpr6NBQ2Z+FDTUTR/Vxyaxk8vPziY+PH5bWKyazlb+9foQ9x5pJHxXFT74+k1GxYU5FsIF6lecLYpGSK8rkRXGjRo2S6o48FbbCmTCZ2IwJz0DkJQP1Yno+X0//gfdB9lxo49MJy51KZP50wtLHYUU2+dEFg8HgdgPqitiQCkPjqlSrq6tjw4YNWCwWLr/8csaOHevz3Pv2baJ352vEXX0/YSl5mGqP0ldxgIHqImyn1V6oVGiT8ujq6yeiq4G+WTeSNe9SacxAX1+fx+NLtTyyPKCrUXRnVJqbm0lMTOSLL77gnnvuGdRMUvDNb36T/Px8p4aS4CiDmD59OgsXLuTw4cMh6fslsNvt7Nq1i08++QSLxUJ0dDTR0dGMGDFCCullZ2cHdMygNZjCQwH3HYx95VdE3LCvr09KJA6Fjo4ONm7cSHNzM6mpqVxzzTWD1BKB4i0s8+EXNfzjjcNYbTa+duloVl6QNaw9rQRtXQP86eVCKhu6GJcVywM3TyMq3Lsh85XslxsZOXq9njFjxjB69Gje2VHDZ1vK0GhgelIH9FSzfXsZ27dvJyYmRgqTZWZmhkSm3dlj4k8vH6KsrpPJefHcf/M0wnQqt9cRSPuY8wVxjvJcTEdHh2RgRC5mz549GAwGSVGWk5PjNhcjsNls0nhZsakLpIYl6oLriJy/BmvHSUw1hzHXHMZUf5yeve/Ss/ddVDoD+oyJRORNJXL0DNTRCUGJCNzV24hnsqqqirfeegubzcaqVav8HkJlPz1z3qrSYNaGo8qdSczoOYxUqbCdqmWgyiFbNjWUEnG6Zktr6vb7nKVaHhfll1arZe3atYwdO5a5c+cyd+5cv5Rf8nvx29/+lsrKSrcNJYej75fN5hgnvHPnTn7/+9/T09NDUlISfX199PX1YbFYOHnyJPfddx933HEHVqs19OEv4anIq+MtFovTXBSBP8O2mpqaePbZZ5k1axZLliwZ0k6zqqqKd999l4GBAanXznAt8BarjRc+KOWD3XVEheu47+bpzBiXdFYWNIdndIj2bhNLZ2Vw+6rxqFVDCwH58sYsFhvPvVvMR/sbiI028KOvTSU3NYa+vj4qKyulSZdCqafVap36kwXajA6goaWXR144SHN7P4tnpHPHFePxNQDTkzcmDxWdrwjDaDQapdi1Ny8mMTHRKRfj6cvujxfjzzPrGPtbgqnmMKaaIqztTWfOPTaZ8JypRORPJyxzAmqdQVJaBUNlZSXvvPMOgKTU9KRUc6Vn+yv0H9zMyOv/z20eSKVSobZbad/4F4w1h+mza4m84bcknZ64qNfrg5r3Do42Kjt27GDnzp3U1NRIyq8LL7yQrKwsAPbs2TPIUxkYGOBHP/oRJSUlPPvss2Rk+Dd19de//jVmsznoNvgid/TjH/+YEydO8POf/5y0tDTMZrN0n/v7+4mNjfW75b0goES9P80e/R2mJWyZyWQa1G7d70Itu2Mu9I4dO9BoNKxcuZIJEyYMW6y9q9fEX14t4lh1Oxmjorj/5ikkx0UMGvIUKjWZnO2FJ/jnhmNYrTa+uWoCl85OgxBUyHvzxrp6jTzywgGOVJ4iJzWaH908lbgYh7wwIiJC6k9ms9loaGiQwmTif+DoTyYfqewpjCM4VtXGo68U0ttv4YZlY7j6oiy/r+PL6MWIne7AwID0rLh6McuWLZPa8whFWUtLC3v27JEmioriy+joaOnY7rwY8T6u6i9v/a4cY38no8+aDNyEtbPFMVe+5jDmuuP0HPiAngMfgEZHWOYEwnMdRkYzMjkgL6asrIxNmzahVqu58sorSU9Pp7e31+9hZ6JORaX10OrFbKT93Scx1x6hKzKFdzrjuT0y0mnio1+DydwgxovfddddDAwMsHPnTnbs2MEzzzzDE088wdSpUwf1/aqtreXaa6+lt7eXhIQEdu/e7daoHD16lJdffpnCwkLq6+uZMGECiYmJbqvwA6WlpYU5c+ZIzSQDlQ+7w29PBZB2N/I/EZ6KWIx85VdMJhMWi4Xe3l7+8Y9/MG7cOFatWgWcWdD8ifsbjUbee+89ysvLiYmJYfXq1cTHu6+RCAWVjV089nIhrZ0DzJ4wiu9eM5Ewg3ubLN8xg/81GO6w2ey8urWcjduriQjTcv/N05mYPbzNGQFOnOrlDy8e4kRrH3MnJfPDG6ej03oXZAg6Ozud+pMJgyVPRufm5g7S2G8/dIJ/bDiKCvju6ilcMHlUSIyyL2/sXCEMihCo+INYVOvq6iQvpqOjQ3o9MTHRKRfjzYsR/y+vYRFFzX57MVYL5sYyh5GpLsJ6qv7MucYkEHbaiwnPmoRdq/douIqLi3n//ffRarVcffXVpKene3xPeS4GzsiW2zb9HWPJLuJuewxNtPNaYLeY6DxtUPTZBXyuyqe4rJxvf/vbREVFOV27a84kEDm0XPotvbfdzhtvvMFvfvMbBgYGKC4uxm63M2/ePPR6Pe+99x6VlZXccccd/POf/xyUfD9w4AA33ngjd9xxB3fffTe/+MUv2LhxI6+//jqTJk3y+9zcsXPnTj788EOuu+46xo93LxsPlIByKp602671K55el8uF3YXIfBX5iYW5tbWVDRs20N7eTnZ2NldeeeWwtB4RvL+rlv+855CBzps0im+tGu/RoID31jGB7Jj7Biz89fXDHChpJTUhkp98Y2bAHYaD4WhVG4+d9hauXJDNDRfnY7eZsVr9a+Qp2ptMmzYNs9nsNFJZLqlNSUmRDMyO47289lElEWFafnzrTMZkRIdswXdXo+GugPRsejGiuCzQimhxjhkZGWRmZnLxxRfT2dkpVffX1NTQ0tLCF198gV6vd8rFuPNi3A0lc/UMvFXiqzRa9Bnj0WeMhwuuQ2fpp6dsPwNVhzDXHqW3cCu9hVtBrUGfNpbw3GlEjZ6OJj5den6KiorYsmULOp2Oa665htTT4ShPeOperLE77o0+Igq7rPjSbjY6DErdUfTZU4i5/G5M725y/K5ejJxWSffAWxfnYLxdd32/du3aRXt7O3q9ngULFgCOqM3dd9/Njh07nJRfxcXF5Ofn8+mnn/Liiy+SlJQknVOwiBzJ9u3beeWVVzhw4AAzZswgLi6OmJgYKVF/0UUXDV/4yx3yvEWgw7R81bV4WpiLi4vZuHEjZrOZefPmsWDBgmHfbbZ1nfni7zrSzJ5jLYzLGsmMsYlMH5tAaoLnoj9P4SVfC/PJtj7++NIh6pt7mTo6gXtvnEqYbviFAB/vb+Bfbx8HFay9egKLp58pMAwm2a/T6STDYbfbOXXqlNNI5YbGJl7cWsspczxRBrjjshSyk4KfZ+MPw9U+xl9ESG6oLTZEyC8qKoopU6Ywffr0QV6MvO5IhCJzcnJIS0tz8mLkoTKxgLpW4vszWlkXE0/EpIUYxl+I3WbF0lSJqabIkY+pO4ap7hidn76EOiqWsJwpnFSN5KMDZRjCIrnuuutITEwM6L7LP0vRJFKjD0MX5vAWzAN9tGw4bVByphJz2XdRaXVO9Tme7q0nIYHfLW9O467v18iRIzEYDBQVFUm/9+KLL7JlyxYAp75flZWVzJgxwyl/cs0111BZWSn16woE+fkaDAZWrlxJT08Phw8fpq+vj/7+fsxmMy0tLbzzzjuMHj367DSUFLsZ8ZB5et3TMC35674QIoHPPvuMvXv3otPpWL16NRMmTDgri0BemiPcdMWF2YQZNBwoaeV4dTvHqtp54YNSUuIjmDHOYWDGZY5E4yWr7I83VlTeyl9eLaKn38yqBbncvCxv2FuR2Gx2Xv6wjHd21DgECDcWMCHHc4FhMAuzSqUiISGBhIQE5syZw6mOHv704gFOdRuJ1g2Qqytn+7ZDfP6x2qk/mbvecKEiVO1j/EXUcQSbyPaGJy9G5GJqamr44osvnLwYESoLxIsRmyJP+Q1JXqvWoEsdjS51NJHzrsXW1+WYK19ThKnmCH2HPyEauE4L6tgcYur2otFPQ5eUjc1mD6joEE6rv1QqjBYbpt5esJjofOdxTHXHiBgzi4Qr78VqR2qWKCbYgu+pj+I5cNfy5tixY7zzzjvMmjWLmTNnDgp/uVN/9fX1DcpfeOrl1d/fP8hbCA8PD1pUIM7fZrNx1113SfdYvmGwWCwMDAyQnJws/Y2/BGRUxI2XV8d7m/4o8ieeTsidcswdfX19vPPOO9TW1hIXF8fq1asZMWKE02yVYKvh/UGnczx40ZE6rrgwm2sX5dLRY+RgSSv7S1ooqmjj3c9rHJMVw7RMHZ3AjHEJTBmdQFS4Z3mtu4V5674Gnt14FJUKj8OmQs2AycrfXj/M3uMtpMRH8OAtU0mJ97/lSjAdCprb+/nDC0XUtxiZOymZu6+dREvzCadcTG1tLR9//DEjR46UvJ2hjlT2hdzo+9s+xl9EVXkoarJ8IfdiCgoKmDZtGjabzasXIwyMNy8GzjTCdOfFyBcsV9QRMYSNm0/YuPns/WIPx3Z8SLZhgAmxGmitpnN7FZ3b16GOiMGQXUBk3nQi8qaCIdJtYn7QNZuNqHQO+bTdbKTz7b9gbihGnzeDiGV3YrJYpX5WQrkqZsaI8Je/91b+vAuF1HPPPccDDzzA9OnTJeVXXl6e2/UvPDx80MbCUy8vd32/+vv7g+779Z3vfIdvfetbzJw50++0QU9Pj99hsIAS9WazWVJJiBsq5IniAxELiT/V8c888ww2m81tWwLBiRMn2LhxI93d3YwdO5bLL7/c46ISbBW5Lw5XnOI3/znAmiW5rF48eOSmyWzlWHU7+4tb2F/SyqnOgdPno2Jc5kimj0tgxphEUr30xrJYbfz3vRK2fFFPTKSeh26dyfjsWOkLKpfIhpJTnQP88aVDVJ/oZlJuHPfeUODVEAaKaI4okuRWq5WSmjZ+//x+OntMXHlRLje6mfXS09PjNFJZPtxN5Alcd9jDjVxIEsgGRqVSYTAYzppB8YVY+F1zMeI7rdfrJVl4Tk6O17HVrrLlyMhIJ1m0O2Owe/dudu7cSVRUFGvWrCE2NhbbQA+m2qNSbYytT6ikVOiScx2KsrxpGFLzsXrwYtr++yB2i5G4Wx5xGJTGEvR5M4lZvnbQJMtnnnkGrVbLXXfdJUVcRHuZYNcLEVE5cOAAO3bsYPv27URFRfH222+jUqnYs2ePtNbZ7Y6Bg2FhYRiNRtasWSOFRX/2s58BjgmQu3btkr77YWFhHDx4EKvVypw5c/jvf//LxIkTAz7PDz/8kFdeeYWRI0dy+eWXM3fu3EEGw2Kx0NXVRW9vL7t37+a5555j48aNfo1aD2jLJ1dluSKXC4tEly+XSafT0d3tufioqKiIrVu3YrVaWbx4MbNmzfK6UxmuWLlO69i1mS3uFw+9TsPU0QlMHZ3AN1faqT3ZIxmY4zXtHKtu58UPykiJj2D62ASmj01kXNZItKfDZN19Dqny0ap2spKj+fGtM4iNPhP3lYccxHWGwlhWNHTyp5dO173MdEyk1PoqCAkQ8ZmIBWt/SSuPryvEYrHx7asms3xuxulFx/nvoqKimDx5MpMnT8ZqtVJfXy8l+8VOGxxqJxEmc53IGGrchS59CTCEQQlURTSciE1hZGSkRy9Gfo/99WJE92NRlS7uj9hRm81mPvnkE3bv3k1MTAxr1qyR6pjUYVGEjZlD2Jg5DoPdWiflYswnyjE3VdC18w1UhkjCsicTnjeNyPzpqMJjzijKzAOg1dP59p8xN5aiz59JzKWDDYo4F3m4KTw8HLvdPqjBZqCNJWNiYrjkkku45JJLsNvtdHd3O62Der1eqlP53ve+R1dXF+Xl5SxZsoSHHnqIZ555RvrdY8eO8dJLL5GcnMyll17KI488gslk4plnniE5Odlj2xpfLFu2jISEBDZt2sSzzz7Lv//9b/Lz80lPTycyMhK73c7Jkyepr69n3759jBkzhueee84vgwIBeirudgfCK1Cr1QFb+ZdeeommpiZ++MMfOt14i8XCtm3bKCoqIjw8nKuuuoqMjIwhhYGC3WWCQ07843/sYcX8TG69zHe7CDkdPUYOlrayv7iVoopTGE2O+xMZpmXK6HhyUqLZ8kU9LR0DzJ2UzHevneR1Nkio5LF7jp7kb28cwWyxccvyMVw+L3PYOwK8t6uW598vQa/VcN/N05k2Oi4oz1L0z6qsrHTqnxUeHk52djZ5eXlkZ2cPuaNCILh7vmy2MzPmz7f6GE/IvRh5LkYYRLmnKPdixC5bHtKRezEAO3bsYO/evcTFxUlt1v1ZtG3Gfsz1xxzJ/uoibD1t0mvaxCzCc6cQmT+dk689AnY7drMRw+jZRF/ybbcGxW638/jjj5OSksINN9wAIIXE5BEYIV0G/xpL2u12IiIiPEZSXIsfGxsbWb58ORqNhhEjRnD33XdLrVf+/Oc/88wzz1BYWIjBYGD37t387ne/o66ujvHjx/Pb3/6WnJwcr/fNF319fezevZu9e/dy5MgRmpubpUagYsz29ddfz+jRowM67pCNimhkF0x34fXr11NTU8O9994rfRBdXV1s3LiRpqYmkpKSWL169ZBnBrjiWkcidtKeDEx9cw/3/XUXy2alc/sVwWu5zRYbR6vaOFDSyv7iFlo7z8RJE0aGs3xOOtPHJpKaEOH3fQzUWDo1otRr+P6aycwYN/QiKm/YbHaef7+E93fXERtt4KffmEXGKOcFP1hjaTKZqKmpkYxMT0+PdLzU1FTy8vLIyckhMTHxrLTRAedGhIDfxvJ8REQn5F6M6FwLDi8mPz+fvLw8kpKS3NbF2O12tm3bxsGDB4mLi+Paa6+VJKvyWhN/EvN2ux1rW+Pp6v7DmBtKwObsAUaMn8+oK7+PzX6m1kT+fbBYLDz55JNkZWVx7bXXAo4NiSfj766xpLsGm3a7ncjISL/bmTzxxBMcPnyYZ599dtBr27dv57777mPChAkUFxeTnZ3Ngw8+6NT6fii4pib6+/vp6urCZrMxYsQIpzU3EOUXBJGol/9bxCIB6UYGsluWz6nXarXU1tbyzjvv0NfXR0FBAcuWLRuWcEagdSRiyJbJQ/jLX3RaNVNHJzAlP574GAOvfFiOWq1iVGwETW29vLi5jBc3l5EcF35aTeYcJnOHu5CMpypys8XGv94+xqcHTxA/Iowf3TyV7JThzUkMmKz89bXD7CtuITMpmp/eNpORke53j8GosPR6PaNHj5Zkj83NzVIuprGxkYaGBj777DOio6Od+pMNZ12T8NxFaGW4uy0MJ+LZSU9PJyMjw62ibPfu3ezevVvyYkSoLCYmBpvNxocffkhRUREJCQlcd911Ut5FKMrEWuLPHHiVSoU2Pg1tfBoR05djNxsx1R9noKoQ09FPUUeOIGLpt+jt65eeH9c5NCI8J38GvKm/RK5FIA+rA3z00Uf09vYyY8YMv5PZvb29vPjii/zrX/9y+7rRaGTq1Kk88MADZGVl8frrr3PHHXfw/vvvh6SSXt63UaVSER4e7uTZi5/7k8YYdOxAPBXxobjKheW7ZfF7/oSWNm3axLFjx7jjjjsoLS3ls88+Q6VScemllzJ58uRz8qVzV9Xf2tHHnX/4lHmTkvjB9YHrwuWYzFae2Xic7YWOhf3Ht84kY1Q4nT0mR5ispIWi8lMMnA6TRYRpmZIfz4yxiUwdE+/33BLXnX9H9wC//+9ejle3k5cWwwM3TyU2enjrQTq6jfzhxYNUNnYzZXQCP7xxCmG6wDcJrtfi786/v7+fqqoqqUeZWOQ1Go1Tf7KRI0cGc3lu8VUlP1xiknOByBXV1NRICf+2tjOhqbi4OFQqFadOnWLUqFFcd911HkOSru38dTqdVMsW7KAvOfIGkF1dXfz1r39l0qRJLF++HJvNRkREhBRtCfS4n3/+OW+88Qb79u1j9OjRLFiwgAULFjBp0iSPXsvGjRv597//zcaNG/1+r1WrVnHnnXcGPZjrbBH0OGExkU5I8cTOP5CeS8LSf/jhh1RXVxMVFcW1117LqFGhac8RDO52/lERDj251UbAY1LltHcbefTlQsrrOxmTOZIffW060ac7DI+I0rNoeiqLpqdittgkNdmBkhZ2HTnJriMnUalgbOZIhxczJoG0xEiPuwj5zr+hpZc/vniIprY+LihI5fs3TEWrxi/DHyx1J3t45IWDtHYOsGx2Jt9cORZ1kNEnXwWknpRx4eHhTJgwQapnamxslMJkohHmtm3biIuLk0YquyaiA0FUyXtru3KuCy9Dhai3sVqtkhezdOlSJy+msrJSuo62tjY++OADqUeZa6NR19HK8qFkwhgEO+gLnIsZRVsbvV4vdXAWn4U8B+TvcefPn8/8+fMZGBigtLSUHTt28NOf/pSWlha+//3vc9NNNw36u48//pjLLrvM43E/+OADbDYbl19+ufQzo9Hod7L8XBJw7y9/5cLge4cpPBVwFGxdffXV5+VNM5mt3PKrj5g6OoGH75gbVPPLigbH7JW2LqPfnXfB8dDWNfc6DExpC2V1nZJSKikuXKrqH58V63ZYVlHFKf7yahF9AxauWZjDmiV5aLWaYd0tF1Wc4s+vFNFvtPC15eNYdYF/nVeDIdidf1dXl1NNjJD6igaNIhcTGelfvY67RPVQrgXOTfsYf/BVb2OxWHj33XcpKysjMTGRzMxMqqqqnLyY+Ph4ycCkp6d7rT2SezHyHmXivQL1YhobG3n11VelTsJCCi069w6lJYtc4n7ixAnsdrtT25nnnnuOv/zlL1KdjEaj4V//+hczZ850Os7//d//8dprr6HT6ZgzZw6TJk3ijTfe4IMPPgh5jjnUBJyoFzHQYJKerqGlf//73zQ2OkaAhoWFkZeXR35+PtnZ2cMa8w4Uu93ODf+3lfHZI3n4W7OAwJpf7jzcxFNvHsVitXHrZeNZMT94JVtX7+kwWXELhbIwWbhBy9TR8Uwfm8C0MQlER+j5cG89/363GLUK1l41kQVTBw8sC3WzxY8PNPCvjcdRqVR8//qpzJmQcNZ23cFei8VicepPJu8km5ycLIXJkpOT3T733qYdnu1rGW58GRSz2czGjRupqqoiMzNT2ihqNBrJkJeVlVFdXe2kKMvMzJRyMd7GJXhr5++vF1NTU8Mbb7zB/PnzmTt3LuCQsAuRhzyfF2hLFl91U/fddx/jxo3jscceY9OmTVJ3YHAYEoCbbrqJm2++mVWrVvHxxx/T0tJCZGQkL774ol/Dys41ARkVwMmKiw8uGAMj3N39+/fT2tpKaWmp04ealZUlqUoCbWg2HHztl9vISo7it3fOGfSap67EFouV9R9V8NanVYQbtPzwxmlMyY8N2aJgttg4Xt3O/pIW9he30NLhyBmoVBBh0NI7YCE6Qsf9N01lXNZIv44ZbIdlu93O+m0VvPlpFdEROh76+kzyU8/t5yZflMG/a7Hb7dJI5crKykEjlYWByc7OxmAwDItBCdW1hBJ/6m1MJhNvvfUWtbW15OTkcOWVV7od2CbCTMKQl5WVDcrFCAMzFC9GXmsip6ysjHfeeYdFixYxffp0wNmouF63OK5cYelOqeZu6qMrl19+OT/72c+YP3++x9/505/+REtLC3/84x8Bh4R+3rx57Nixg4SEBK/HPx8I2KjIEbFu8XAHIj0TYS4RN9VoNDQ3N1NSUkJpaSnNzc3S76akpEgGJiEh4axJQ+V887cfEz8ijD/dPc/r74lrMVnsPLHuELuPNJEcF8GPvz6T5LjhC+3Z7Xbqm3sdBqakhdLaTtQqePwHF5AUF5y77G+C3Gyx8Y+3jvJ5URPJ8RH87BszSRx5foUxg032G41Gp5HKQjmkVqvJyMiQamJEUvps4O5ahCczHF6MvwbljTfeoL6+nvz8fFatWuVXOx1xLcKLKS8vH9RBQXgxOTk5XkUV7tr5uxutfOTIET744AOWLVvG5MmTUakGz6f3hBApyb2YDz74gPz8fDIzM72GS/0dC/yd73yHadOm8e1vf1v62Zw5c/jb3/7GrFmzfJ6jv4guAsHmED0x5C7FQqXhWiPhqWZFrVZLg3DEAyqMU1xcHPPnz2fBggVSpWlxcTG1tbWcOHGC7du3M2LECPLz86UK0OGsoJaj16k9VtTLsdvtNLZ086eXDlF7sofJefH86JaZjIgyDGsIQ6VSkZEURUZSFFddlMPND28lKzk6aIMC/nVY7uju508vHaK4poNxWbH86GvTiAwL7UMaCrxdi7f6HoPBwNixY6UJhCdPnpQS/TU1NdTU1ACOdv8i2T/c/cmC6bUWLP4YlIGBAV5//XVOnDjB2LFjWbFihd8LlbgWMfRtypQpjg1Sfb1UF1NRUUFFRQVwxovJyckZdJ/dNcL0NFoZcPq3vwgRgfBMRfuVRx55hIiICC666CIuuugiZs+ePUjp5u9YYNG+Rc5QGki6Qx4+DDVD8lQ8ISygiG0KL2br1q3MnDmThIQEvx94jcbRmLKqqori4mIqKiqkDzQsLIzc3Fzy8/PJyckZ1jzM9/68A6vNzlP3L/D6e8er23nslUK6+8xcPj+bWy8bI/W1GkpVf6Dc+uuPSEuI4PffmRvyY4PjS9rSMcBv/rOPxpZeLihI5e7Vk4Y83vhcEEiyX61WYzAYMJlMdHV1OfUnk7dTl/cn89Y7a7iuRYSXhyLCEAbFbDZ7/Pv+/n5ee+01Tp48yYQJE7jssstCttGTezFVVVVSLkbuxWRkZEihMl9ejMjF7Nu3j+3bt3Pdddcxbtw4aQPc398f9HfRbrdTUVHB3r172b59O0eOHGHatGn88pe/9Doi2N1Y4LVr1zJ9+vRBnsrf//73QQn9YLDZHPPpX3/9dSIiIiSFmfg5wBdffEFaWhppaWneDuWWYdlOyd1zcLQDePjhhzl+/DgzZsyQpMj+YLU6Oovm5+czZswYaRdTWlpKSUkJx44d49ixY1LtgUj2h7rRoF6rprPXe9x82756nnu3GOyw9prJLJme4uSRBFKoOFQ0ahUW6/At8MXVbfzxpUN095m5dnE+Ny4bjVYbWGjpfMFfma9YZMUs+cjISGmkstVqdRqpLN9dJyQkSP3JUlNTh9W7lucYwH+PzBW58fT0Ofb29rJ+/XpaW1uHpVhZ7sVMnDiRgoIC6fsvcjHifm/bto3Y2FipfYwnLwZwipB0d3ej0+kwGAyS5yLPmfi751apVIwbN04KW/X09LBv3z6nDcXRo0dZt24dx48fp7KyktjYWBITEwc1hczLy+Oll17ib3/7m7QB7e/vd0rqDwVhPLZs2cJnn31GR0cHN910kxTO02q1/OhHP2Lt2rXccMMNTsbGH4bPR5fx4osvOhK569cTHh4edB5GfBHS0tJIT0/n4osvlpL8JSUlUu3B1q1bSUpKksJkoWjRofMS/rJabbzwQSnv764jKkLHg1+b4XNy4XDXK2jUKqy24TEqu46c5O9vHMFqs3PXtQUsmpaM1WrBag1sENn5iLvQklqtlsIRnhZYsanJzMxk0aJF0kx5IVnes2cPe/bsISwsTBqpnJOTM+zy0GA2Mv4YlJ6eHtatW0dbWxvTpk1j6dKlw55TEueSmppKWloaixcvpru7W8rFVFVVsX//fvbv349Wq3XKxcTGxkrHkUc6hEERIS15LmYoEx+joqJYtGjRoPNft24dt9xyC6+88gqvvfYaDz/8sDROXbBy5Uqee+45fvWrX3HllVfy61//mubmZqdrCAVtbW3MmjWLl156ifb2dr773e9KhthgMLidA+MPZ8WoyN04wCkPIw+RBdI7TOy6YmNjmTt3LhdccAHd3d2Ul5dTUlJCTU0NJ0+e5PPPPycmJsYpDxNMHFGnVbtt09LTb+aJdUUUVbSRkRTFj78+k/jowFrH+xMjD7RbqlajwhZio2K323l7Rw0vbykjTK/hx1+fycTsEYPOy91Cdi5H9w4F4aEIhZeo9pZ7ZGJzJGfkyJFMnz6d6dOnYzabqa2tlSTLxcXFFBcXo1KpnEYqjxo1algXZteNjLv2MXa7Hb1eL3lj7ujq6mLdunV0dHQwc+ZMFi1adNbFM+I7Ex4e7uTFNDQ0SLkYYdTBMfNEhMlELZFer5fyRTbbmdn07nIx8omPgXoxAp1Ox+zZs9mzZw8zZ84kKSmJgoIC2traJDnxr371K+k5ePbZZ3nkkUeYOXMmv//970N166TPqqWlhV/+8pf09vby+9//HqPRyN13341er6enp0fysgL9bM+KUfGESPSD+zyM+B1fyB+wyZMnM3XqVMxmM1VVVZSUlFBeXs6BAwc4cOAABoNBSqjm5ub6XWyp12qw2exYrTbEZMeGll7+9NIhTpzqY9b4JO65brLXDsP+4mtR9jd8YbGGLldjtdr496Zitu5tIH5EGD/9xizSEsJ8/t2XvYLctUpe3sbf39CSTqcjLy+PvLw87HY7ra2tUoissbGRxsZGduzYQVRUlGRgsrKyhjVHKD9fGNwEU173Iaejo4P169fT2dnJ3LlzufDCC8+JGtMVcZ4pKSmkpqZKXozIxVRVVUlrgEAUPLoKEFyr+81m86CJj8KLaWtro7S0lAkTJriVT8sZP348L7zwgvTfnZ2dLF++nHHjxnH33XdLPz927BjR0dGkpqbS1dVFV1cXtbW1xMfHD/k+wZk11WQyERYWJm0Kfve73zEwMMD999+P2Wz+choVOa55GLlrHmg9jNVqRa1Wk5eXJ7VtbmhooKSkhJKSEo4fP87x48clWajwYrwlVPWnq9XNFodROVTWyhPrD9M3YOHaxfmsWZI7aNBUKAi0+aVAq1ZhDpFR6TdaeHxdEYfKTpGTGsNPvj6TmIjAvb2zqVoKBb5myQcTWlKpVCQmJpKYmMicOXPo7++XJMtVVVUUFRVRVFSERqNxGqkc6tCHK+LZEsbTnfFvaWlh3bp1dHd3c+GFFzJvnnd5/blCvsmcMGECkydPBqC+vp7PP/+cqqoqwGE4fVXiu+YSbDYbAwMD0mjlEydO8Oc//5mamhpmz57NokWLWLBgASkpgwuN5XR3d7N27VomTpzIkiVLnF47W80k29vbpfDr5ZdfTnh4OD//+c8BhzfqrQjV6/GHQ/0VaoZSDyNHuPynTp2irKyM4uJimpqapNdHjRolGRjXUMSfXy1kz9FmnnnwIrYXNvHi5lK0GjV3r57CvEmJ503zS7Hrv/eJz+ntt/DMQwt9H8gLpzoH+MOLB6lp6mHGuFH84PqCkHhjrpxvjRbldVSBEmw1vM1m48SJMyOV5bVaIgktRiqHUgoqjOHAwIDHJphtbW288sor9PT0sGTJEmbNmnXeGH9/KSwsZMuWLURGRnLLLbcwatSoIXnLckVZW1sbe/fuZffu3ezYsYPExESWL1/u5IEI6urqWLt2LRkZGTz++OOD5MPuGI5mkrfffju//e1vSUpKkgRRX3zxBT/96U+pq6vjwIEDQeX8hsWoHDt2jP/7v/+jvLycrKwsfvnLXzJ16tSQHFtuYEQ4IlgDo9Fo6O3tlfIw1dXV0iIWHR0tKckyMzP5x1uOzsJzJiax5+hJYqMN/PjrM8lKOj/68LhWwt/96Me0dxl57ieLgj5m9YluHnnhIO3dRpbPy+Ibl43hbEQ6znWLklBXyQfbpUCEbyoqKqipqXGS0opkf25u7pA6TghP0VsTzObmZtavX09/fz9Lly5l9uzZ5137GF8UFRWxefNmIiIiuPnmmyX5cSg6FQjPzmAwSBuio0ePUllZyVVXXSX93rFjx3jggQcoLy8nNjaWp556Sqrol/PQQw+xbds2rFYrS5Ys4Ve/+hVXXXUVDzzwAMuWLRvSfZDT09NDZOSZprRis15fX8+2bdu49dZbg1tbQ21UjEYjy5YtY+3ataxZs4aNGzfy2GOPsXXrVr+b8/mLax5G3hMoUDQaDRaLherqakpKSigrK5PCHnq9ngbrGGraHdHC/PQRPHjLjKBCQGcDlUrFg3/fRVNbP+t+e3lQu/6Dpa08vq6IAZOVb6yYwGVzA9erh4qzVd8jJMNW6/DNkvdU2e8u2S/HYrFQX18v5WJEp12ApKQkp/5k/so/fbXpB2hqauK1115jYGCASy65hClTpji9fjZrr4LlyJEjvP/++4SHh3PzzTd7DCUGs5lxNSieMBqNLFmyhL6+Pu68804SEhLcrosff/wxDzzwAFqtln/+8588+eST9PT0cOLEiS9FM0kYBqPy6aef8otf/IJPPvlE+tmqVav4zne+49TGeTgYSh5GjvhSNjY2SnLlz+pSMNkNgJ2ECAsFeSNYOief/KykUF5CyPjJ03uoPdnDi79YGlDzS0BqRKlVq/jBjdOYOTb+vNmFDleYzJ/K8eEg2EVZ3p+srq5O+v3w8HBycnKk9jGeQiv+GJSGhgZef/11zGYzy5cvZ9KkSV7P6Wy3j/GHo0eP8t577xEeHs5NN91EXFyc33/rzosxGo0YjUZppr2Qm/taZz799FPuu+8+uru7JcPQ39+PTqfjm9/8pjRNs6uri5ycHMLCwnjllVdoa2vDbDbz5ptvMn588FNnzyYhT9RXVVUNKtLJycmRpH3DiTzEMJQ8jPiCJicnk5KSwuLFi7mwtJ7/vHec9s4BWvt0fHS4j48OFxGlNzEuPZyLpmUxc3KOpAw712jUZyTF/qrJbDY7r3xYzts7qhkRqecn35hFdnLEeWNQYHjUZP7UZQwXwRbExsXFERcXx8yZMzGZTE79yURBsEqlIi0tTVI7xsfHS4pLeVLeHXV1dbzxxhtYLBZWrFjh14J2vgkxjh07xvvvv09YWBg33nhjQAYFnD8b8ax9+umn/OxnP2Pq1KnMmzePpUuXkpub6/NYVVVVTJkyheeee0762T333MOYMWOc8i5XXHEFy5YtY8WKFdx555309vYyffr0oJPm54KQG5W+vr5BPW/CwsI8KmiGC9e+ZMEaGOHeTpuYw4R8RzX0ieYONn9ezIGSVk50adlXaWVfZSX6t0rJHaVh7uQUFs4eQ0TYuWuqqNE4ih9dr9V1URYLssli44mXD7Dz8AnSEiP56TdmER8TWL3N2cbTIuZrBLEcYVC81WWcLYI1mHq9njFjxkgdJ5qbm6WamPr6eurr6/nss8+keq0xY8aQnJzsUQJbXV3NW2+9hc1m44orrmDMmDFBXY87g+mPcjEUFBcX895776HX67nxxhuHLMcVz9rixYv54IMP2LdvHzt37uS2225Dp9Nx0UUXsWLFCo9tVPxdF137fom/CWXfr+Em5EYlPDx80I0aGBg4p7FAVwMTSD2MSNqKa7JarYyKj+aWK2bxDY2G3j4j23YXs7OokeoWKG5SUdzUxPMfNpAWa2fa6HgumT+OxPiz1/8JQCNcdpsdrcbzdEiz2cypDke9TWldJxNz4/nJN2YRGaYNatd/LnG3s/S2iAmv4HwwKK64Gkx/65VUKhVJSUkkJSUxf/58+vr6pJHK1dXVUq2GqDgXuRixE66srGTDhg0AXHXVVSFtDeKpfYx4LVReTElJCe+++65kUELZLt5utxMdHc1ll13GihUrsNvt0ij0zz77zKNR8XddDAsLc1IcCmMS6nz0cBJyo5Kbm8uLL77o9LOqqqrzZq6yv/UwTU1NJCUlSTtHd1itVsIMWlYsnMSqxQXY7LDzQDmfHaihpN5MXbuOui86efuL3cRHWJicE82S2fmMzfWuYQ8FmtOze202O3jREzS29PLICwc52d7PwmlprL16ImqVFYuFcxq6GCq+OiyLeLgnGe35hrd6JW9ejOibNW3aNOx2uxQik/8PHP3JwsPDqa+vR6PRcPXVV5OdnT1s1xNs2M8XpaWlvPvuu+h0Oq6//vqQ1HXIUalUhIWFSXkWlUoldbH2hr/rYl5enlOqoKqqipiYmKBbppwLQm5U5s2bh8lk4oUXXuCGG25g48aNtLa2cuGFF4b6rUKC3MAID2bLli385je/4ZlnniE/P9+v44jFdv60XC6YnodKpeJ4ZRPbdpdxuLKTU31aPjk6wCdHjxCpO8jYtDAWTMtkzpTcYcnDaE57JxarHb2HKNax6nYeffkQvf0Wrrt4NKsX5UiL0nB96c8V8vMVY1ztdruk9vpfMJieNgDiczOZTGRkZJCRkcHChQulefKiP1lraysAq1ev9tpZN9S4M5jB9I4rLy/nnXfeQaPRcMMNN5CUFHoRjdygBIK/6+IVV1zBL37xCy699FJSUlJ48sknWbly5Vkb8REKhqVOpbi4mIcffpiSkhKysrJ4+OGHQ1anMty88847PPbYY/z1r39l3LhxQy64BMeXvqmlkw93FbOvuIUTHWpsOB4SndpCTqKG2ROTWTJnDJERvguh/OHRlwvZe7yZZ3+8kOiIwe0+dhSe4B9vHcVuh7tWF7CgIMmvHfu5riEZKq6z5IMd3nW+4qqOE5+Jr5ym2WzmiSeeIDY2lm9961tn41T9wrXGR/68yamoqGDDhg2SQUlOTg7peQh14FAWd0/r4u23387MmTNZu3YtAM8//zz/+c9/6OrqYuHChfzmN78ZlI85n/lSVNSfTU6ePIlOp3NSigylL5krGo2G/gGzIw9T2EBViwWzzeEwqrGRMsLGtDFxXDx3DCmjgm/N8fi6InYdOck/H7yIkVFnBAN2u503P61i/bYKIgxaHrx1JuMygx8TEKhc+VzialDc8WW6Hl+I/IsQm3i7HrvdzqOPPkp6ejo33njjuThdn3ja0JSVlfHWW2+hUqm44YYbfLZICQaDwRDSLgb/y5w3vb/OF9y5zKHuS6bXqblswQRWLJyEzQ57Civ5dF8VxfX9NHTqaNjbxbt79xIXbmFiVhRL5uQzIT81oOtQn86pWGUzVSxWG/96+zifHGgkcWQ4P7tt1pBHHPsrVz7XCMGFr7YrX5br8YW7rgDerkdc83BOrBwq7sQLtbW1TgYlLS0t5J+PYlAC4/x9gs5j3OVhgjEw4vfnFGQzd0oOGo2G4soTbN1VStHpPMz2YiPbi48SoT3EmFQDF0zNYP60PLRa7w+5UHyJmSq9/Wb+/GoRRyrbyE8fwY+/PpOosNDGaYNtfjmcDKVK3p/r8VUJfy7w1GbG2/X09fUBfKkWz6qqKt58800A1qxZI/VEC2VYNliD8txzz/GXv/zFSbb9r3/9i9GjR/OTn/yE3bt3Ex0dzXe/+13WrFkT9PmdjyhGZYio1WqpRflQ62EsFgv5mYnkZyai0WhoPtXF1l0l7D3WTEOHhkO1Ng7V1vDPdyrITlAze2ISi+eMJSZqcLz1jKTYRktHP4+8cJD65l5mT0zmnjWT0HmQGYcKX+qrsxFWCmWVvLfrOZ/UcWFhYX4ZUNfrkc8YEcc4H67HE7W1tbz55pvY7XbWrFlDenp6yAsvh+KhHDt2jHvvvXdQfuqee+4hIiKCnTt3UlJSwh133MHo0aO/NDlnf1CMSghxrYdxrlYPrPGl1WolfmQk1182nZtWajCaLKfzMPVUnoTyFjXln7TwyicnSYmxMXV0LBfPHUNasiMXJCTFVY3d/Pe9Ejp6TKxakMvNl+QPS4t+f67nbIaVhrtK/nxUx/lrUNwh92pMJtN5cT2eqKur480338Rms3lUqvlTs+TJy7Tb7YSFhQ3Jazt+/DjXXnut0896e3vZunUrmzdvxmAwUFBQwMqVK9mwYYNiVL7s7Nu3jz/84Q/SnOjbb7+dG264gc7OzpC5pqJaXavVDjnRb7Va0WpUXHrBeC5bMBFQsfdwFR/vreR4bR+NXToa93fz3v59xIaZmZAVhQlHsdRTbx7BYrVz+5UTuWRW2nkRqhnuMNnZbrtyrgeRhcIjk+dUXK/H3YTIcyVeqK+v54033sBqtXLttdeSlZXl8298eZnbt29Hq9UyadIkacrjUAxKf38/VVVVPP/88zzwwAPExMTwrW99iwkTJqDVap2MYE5ODlu2bAn6vc5HvnJGpbOzk7vuuouf//znrFixguPHj3PbbbeRmZnJq6++OiyuqWuiPxR5mBkTM5k5KQuNRkNZ9Um27i6lsLydll4dn5eYAMfO02a1863Lslg6Pfm8MCiuhDpMdq6r5M92/6tQhfjk5yvH3YRIVy9TnugfTkSDS6vVyjXXXBN0cabr9Zw8eZJXX32Vuro65s2bJw3aCrZwsrW1lRkzZnDjjTfy5JNPUlRUxNq1a7ntttsGNfg8Fy2shpuvnFFpbGxk4cKFrFq1CoCJEycyZ84cDhw4cNZc01DnYXLS47lj9Tw0Gg1tHb1s2XmcD/efpLNfTXZYJYd2HKJ4Xxi5ubnk5+eTk5MzrKNqh8JQwmTCMzyfquSHM0wWypyROAdfO/Rz5ZWdOHGC119/HYvFwjXXXENOTk5Ijmuz2Vi5ciUrV66ks7OTXbt28emnn/L73/+ejIwM1q5dyyWXXBLQMTMyMpyq52fOnMmVV17Jvn37BqkPz3ULq+HgK2dUxo8fz5/+9Cfpvzs7O9m3bx9jx449J65pqPMwI6LDuG75dG650oDZbKa2tpaSkhJKS0ul7rUajYbMzExpyuVQhjwNJ/IFzNeC7E/n3XNNKBdkYVDMZnNIvIRgJMVnyysTM13MZjNXXXWVX12BA0Wn05GSksI111zDNddcg9ls5uDBg0H13Dp69Ciff/453/72t6WfGY1GUlJSMJvNNDY2kprqKBGoqqryu2vHl4WvnFGRI58TPWfOHJ5//nmn18+2axqKPIzwgoT3k5aWRkZGBpdccgktLS2UlJRQUlJCVVUVVVVVfPjhhyQnJ5Ofn09eXh6JiYlBdw4YTrwtyGIRPp8NiitDWZBF/6lQ5ow8hb8CYTi8spMnT7J+/XpMJhNXXnnlsCzAYlPn+rPZs2cHdbyIiAj+9re/kZmZySWXXMKePXvYtGkTL774It3d3Tz22GP85je/oaysjHfffZdnnnkmFJdx3vCVNSquc6IrKirOK9c0mIJL8SV2XWzEghwbG8u8efO48MIL6e7upqysjJKSEmpra2lqamLHjh2MGDFCMjDp6ennZd2CfEEWi5ZQ7JxP8t5A8HdBHi4RQqiLH0OR7BdjjI1GI1deeSWjR48OybnJ0Wq1HkcABEtOTg6PP/44f/nLX3jooYdISkri97//PRMnTuTXv/41v/jFL1i4cCERERE88MADg6Zpftn5SrZpOXr0KLfffjtXXHEFDz74IGq1mp6eHmbPns3WrVsl1/TXv/41KpWKn/3sZ+f4jJ1xl4d55513yM/PZ9KkSQEtphqNBrPZTFVVFcXFxU7G1WAwOOVhRG7jfMFb1bjofXW+yWEDRb4gCwMvDGoov7plZWVs2LCBxYsXe2zfHipcr8ddsr+lpYV169bR39/PqlWrGDduXEjPwW63o9Ppztvc4peZr5yn0trayu23385tt93mFPOMiopi6dKlXwrXVJ6HsVgs/P73v2fnzp08/fTTWK3WgPMwarWavLw8aSdYX18vjVE+fvw4x48fR61Wk5mZSV5eHvn5+cTEnN35MK54qsnwlbcQ4cQvy15KeF6if5e4rlDX+PibqA8Fvj6jpqYm1q9fT39/PytWrFAMypeMr5yn8vTTT/OXv/xlUFjr1ltv5bbbbuMXv/gFu3btIiIigrvvvpvVq1efozP1j88//5z//ve/PProo0RHR4es8aVarUatVtPa2ioZmKamJun1UaNGSYn+UaNGnbU8zFAUT1/WZpGeZNKh7LB85MgR3n//fS699FIKCgpCefoB0d7eziuvvEJvby8rVqxgypQpIQ1lDtWgtLa2smrVKn73u9+xePFi6uvr+elPf0pRURGjRo3ioYceYvHixSE51y8rXzmj8lXCnzyMP4jFq6enh/LyckpKSqiurpaOGR0dLRkY0X9pOAil4sldCOZ8zMMIg+KPTHooRrOwsJAtW7awYsUKJkyYEKrTD4i2tjZeffVVent7ueyyyygoKJAMZigKY0Phodx555189tlnPPXUUyxevJhrr72W+fPnc88997Bz507uvfde3n33XSmE/lXkKxf++iohXzRDUQ8TFhbGpEmTmDJlChaLhaqqKkpKSigvL+fgwYMcPHgQvV7vlIdxLfYKllAnqM/H5peuiHPyt+5mKDU+ZzP85Y729nbJoCxfvlzKDXobQRyI0bTb7UNOyr/yyiuEh4dLrfUrKiooLS3lpZdeQqfTsXDhQmbPns2mTZu44447gn6fLzuKUfmK4FoPE6yBAaS8jTAe4CgqFXLl4uJiiouLUavVpKenS16MmIMeKMNdJX8+NL90RUjLg5VJB2o0QyEpDha5QbnkkkuYPHmy29/zZjQ9De+CMwZFqOmCoaqqiv/3//4f69ev55prrgGgsrKStLQ0p41TTk6O0zjgryKKUfkK4mpgXBPYgRgZscgnJyeTkpLC0qVLOXXqFGVlZRQXF1NbW0ttbS0fffQRiYmJkoFJSkry6z3ORZX8UHb8oWCoBsUVf4ymuJ6zbVQ6OjpYt24dPT09XHzxxX7La70l+5uamti6dStz5swhLS1tyAbFYrHwox/9iJ/+9KeMHDlS+nlfX9+giYz/i21XAkUxKl9xQjmATCxeI0aMYNasWcydO5fe3l4qKiooLi6murqaXbt2sWvXLqKioiTFWUZGhtv6iPOhSv5sh8lCbVDc4c5oivcS3XnPRuivs7OTdevW0d3dzZIlS5g2bVpQx3E1mlarlWPHjvH0008TFRXFokWLWLRoETNmzAgqn/LUU08xfvx4Fi5c6PTz8PDwQQbkf7HtSqAoifovEWdbeeKqJAs0TCZHLFTV1dUUFxdTVlYmfSF1Oh05OTnk5+eTm5tLeHi4ZFDO112fqB/RarUhGwp1Lq/5k08+Ye/evdx6661kZmaGdNCVO7q6unj11Vfp7OwcltoY8ayWl5fz2Wef8cknn1BTU8OFF17Ib37zm4DaryxfvpyWlhbp2e/p6SE8PJy1a9fy97//nX379knGau3atcyZM4fbbrstpNfzZULxVL5E/PSnP6Wjo0P67+9///vMnz+fZ599dliUJ6FqfAlnEsHZ2dnk5uaiUqlobGyU5MqlpaWUlpaiUqnIyMhg7NixZGVlERsbG5JrCTWu3XuH2vdKeD/nyojKPRNR/Dpcvby6u7tZt24dnZ2dLFy4cFgMighZFhQUUFBQwN13301raysHDhwI2Fv54IMPnP57yZIl/PznP2fx4sVs3ryZxx9/nB/84Afs2rWLPXv28Itf/CKUl/OlQzEqXxLOtfLEWx4m2Pb9SUlJJCcns2jRIjo6OiQDI/IwAAkJCVLbmJSUlPOyLxkMre+V+D3XNkFnE3dtWoajl1dPTw/r1q2jo6ODBQsWMGfOnJB6QXa7XVIKuj4rCQkJAXcc9sVf//pX/u///o958+aRkJDAn//8Z+k7+lVFMSpfAs435Umo8zBWq5Xo6GguuOAC5s+f71QPU1VVxe7du9m9ezeRkZFSRX9mZmbIezaFikC6EZ8PBgV8q79C0WG5p6eHV199lfb2di644ALmzp07LAYlLCxsWDcfH330kfTvtLQ0nnvuuWF7ry8jilE5z/kyKE+GOoDMtUpep9Mxfvx4Jk2ahNVqpba2VsrDFBUVUVRUhE6nIysri9GjR5Obm3veJke9dSMWr8t7l50rAmkoGUyH5d7eXtatW0d7ezvz5s1j/vz5IT1/bx6KwtlFMSrnOV825UmgeRhvbVfEQpeZmUl2djaXXXYZTU1NUj1MeXk55eXlqFQqUlNTJblyXFzc2bnYIBALrmiGKbwVcBZGnIvzguAkxb7CZF1dXaxbt462tjbmzp3LhRdeGNJzF8+VwWBArVaH9NjngqEIYs4HFKNynvPee+/R0tLCe++9BzhCCD/84Q9Zu3YtDQ0NmEwmaVGqqqpizpw55/J0nfA1gOzQoUPU1NRw7bXX+ozNi4U2MTGRUaNGSXkYUQ9TX19PQ0MDn376KXFxcZKBSUlJOe8WGtfuyudDVX+oKupdw2RGo5F169Zx6tQp5syZw+LFi0OuJhPzZQL9nN977z3++te/0tTURGpqKvfeey8XX3wxnZ2d/OQnP2H37t1ER0fz3e9+lzVr1oTsfD0hjMmX2aCAYlTOe/5XlCeuA8g2b97ML3/5Sx599FHJQwm0HiYqKorp06cza9YsBgYGqKiooKSkhMrKSr744gu++OILIiIiyMvLIy8vj+zs7HOeh3HXrh/OfVX/cFTU9/X1sW7dOlpaWpg1axaLFi0KeYflYD2UqqoqfvKTn/Dvf/+b6dOns3PnTr797W/z2Wef8fDDDxMREcHOnTspKSnhjjvuYPTo0SEfK+7KD3/4Q5KSktBoNNx6662EhYUF3YXiXKIYlfMcs9lMa2vrIEWJ1WrliSee4OGHH/7SKU/MZjNPPfUUzz77LBMnTgwqDyMQi7FWq2Xs2LFMmDABm83mNEb58OHDHD58GK1WS1ZWlqQmC2ZU7FAwGAzSLt4XZ7uqX7TeCZVXNzAwwPr162lpaWHGjBksWrQo5IWkQwl55eTk8PnnnxMZGYnFYqG1tZXIyEj0ej1bt25l8+bNkiR55cqVbNiwYdiNyre+9S3q6urYuHEj3/jGN8jIyOCGG25gyZIlw/q+oUYpfjzP6ejo4NJLL+W2227jzjvv/NK7xr4Yaj2MHNHdtqmpSZIrt7a2Sq+75mGG8956mv8SKKFsdy/nhRdeoLW1lXvvvXdIxwGHQXnttddoampi2rRpXHzxxT7/JpgOywaDYcieVV1dHZdeeik2m42HH36YgoICbrjhBoqKiqTfefHFF9myZcugceOhxPU5//DDD9mxYwevv/46d955J3feeed5NyTPE4qncp4zcuRIVq5cyebNm1m7di0AjzzyCB0dHTz00ENOirD/BXzlYQJZ+MXfJCQkkJiYyEUXXURnZ6c0Rrmuro7GxkY+++wzYmNjpbYxqampIduxD2X+izuGK0xmsVhCEvoyGo28/vrrNDU1MXXqVL8MCnj3zMxmM4WFhYwZM0bKH4bCoACkpKRQWFjIvn37uOuuu/jWt741qLP2cKsq5QbFbDaj0+lYtmwZ8+bNY9KkSfzyl7+kq6vrvJtA6wnFqHwJWLhwIZs2beKTTz5h48aNfPLJJ9xzzz1+GRSbzSYtkM8//zz5+fkhl3MOF655mKEUXIrFODIykqlTpzJjxgxMJpOUh6moqGDfvn3s27eP8PBwqQNzdnZ20PM3Qm1Q3BGqMJnVah3yIm00Gnnttdc4ceIEU6ZMYdmyZUEdx12y//HHH6e0tJQ5c+awaNEiFi9eTEJCwpDOF85IqOfNm8cll1zCkSNHBtUMDaeqUv79BJxyflFRUaxZs4aoqCjuu+8+EhMTufPOO4flPEKJYlS+BIwfP57Ro0dz3333MWXKFP75z38ye/Zsv0JD4oH93ve+R2RkJLNmzeL/t3fnUVXX+R/Hn/cCl0XQIM0M2VNU3HGDn4RZHSQGasQlMZs0ThGQljPZTGWIOmZ2zCY7ZQ5THtGT1RCmpFNZii24AIopgiKrLGmCpoJygfv7g/P9BrgBfll7P87pj64sX67yfX0/y/v9ga63bbFpweXtrMPA7zfRgQMHMnjwYEwmU6N1mGPHjnHs2DHMzMwarcPY2to2+3rbOlCaup01i9ra2mbVqNxIdXU1CQkJlJaWMmzYsFYHSlPKluu4uDjKy8s5cOAAycnJrFq1Cjc3NyZNmkRYWFiLR+zJycl89NFHbNiwQX3NaDTi7OzM3r17KSkpUdsd5eXlqUc8aEmprQHYvHkzR48exdHRkcDAQDw8PNSPCwwM5OzZs8TFxTFkyBD8/Pw0vxYtSah0YsqN/7vvviM9PR17e3tWrFjB3XffDdz8Jqp8bkVFBfHx8eTm5pKUlKR+Tl1dXYcdyKSFtuhL1r9/f5ydnQkICODMmTNqPUxubq7aqaBfv35qVX/v3r2v+320PKGytRpOkzWnAr6mpqbVc/ZKoBQXFzN06FACAgI0f2AxmUz069ePqVOnMnXqVKqrq0lLS2Pv3r0UFxe3OFSGDBnC0aNH2bp1KyEhIXz//fckJyfz6aefUlpayurVq1m+fDknT54kKSmJ9evXa/rzwO+/v++99x4bNmzA09OTtLQ00tPTef755xsd6zx58mQOHTpERkYGfn5+14xwOhNZqO/EKisrWb9+PVu2bOGBBx4gOTmZL7/8kp49e97yl1b5R7d27Vp+/PFHnnrqKR566CF1zrbpxypN+LRSVlZGTEwMBw8exNbWlvDwcJ544ok2rwFQbqbKU3tL12EaUm7Gv/32m9o2pqCgQL0R9+rVS13o79+/P3q9Xq2Z0OqEyrbQcFFcWbdavXo1dnZ2Le6uazQaSUhIoKioiCFDhhAUFKT59ZpMJiwtLW9rJHU9qamprFixgvz8fFxdXVm0aBETJkzg/PnzxMTEkJKSgo2NDdHR0UybNk2z79vwoefKlSvExsYydepUxo4dy1dffcWmTZsAeP755/H29lY/b+vWraxYsYLExEQcHR01ux6tyUilkyooKGDBggVcvHiRl156CT8/P1JTU9m2bRtz5sy55dO4Xq/nzJkzxMfHExkZqVbk//bbb0RFRTFt2jRGjRqFg4PDdTsB386TkMlkIjIykvHjx/Puu++Sn5/P7NmzGTp0KBs2bGjTGgBloV+5Di3WYWxsbBg+fDijRo2iurq60THKaWlppKWlYWVlhbu7O0OGDLnh+TCdxfXWYWprazEYDBgMhmbvJjMajXz++ecUFRUxePBgHn74Yc2vta0CBWDMmDF8/vnn17x+xx138K9//Uvz7weNAyUtLY3S0lJ+/vlnQkNDAQgICECv17Np0ybWrFnDc889pxY0P/rooxw8eJDCwkIJFdFyer2eMWPGMH36dDw9PYH6rr7KVsdb3Rhra2vZsWMHRqORxx57TJ0qKisr4+TJk3z88cfs2bOHPXv2MGbMGJYuXYqzs3Oj7698HWhZUVxGRgZnzpzhb3/7G2ZmZgwYMIAtW7ZgaWnZrjUAWja+VD7fzMyMe++9V/07KSoqUqfJMjMzyczMxMzMDCcnJ3UUY2dnp/nPppWGU2E6nY66urpmNYqsqakhMTGRwsJCPD09CQoKapM1urYKlI6ivEcff/yx+jtXUFBAbm6uegTAQw89hLm5OZs3b+a1117jrbfewsvLC6j/vUxOTsbHx6fDfoZb6T5/W92Mk5PTNVsIH374YVasWEF0dDQuLi43/fyLFy/y3XffMXHiRKysrNQnpIMHD1JTU0NQUBAzZsygtLSU6OhoEhISmD9/PmZmZmzevJnAwEAcHByuCZPmrFccO3aMAQMG8Oabb7J9+3ZsbW2JiIjA09MTc3NznJyc1I91c3Pj66+/buG70zoNA0ardZh77rkHJycnAgMDKS0tVeth8vPzyc/PZ9euXfTt21cNmD59+nS6DRINpz9v1SiypqYGo9HI1q1bKSgoYODAgQQHB7fJz2RhYdGtAkX5N5aXl8dnn33G2rVrueuuu9i5cycxMTGYmZmpIxalnU1aWpoaKAAvvfRSp51WVXSfv7FuRnmSbjgFpVTXNmcrZVVVFVlZWSxZsgSof0KqrKxk9+7d+Pv7M2/ePAD1ifqHH37ghRdeoLi4mGXLllFQUEBJSQl6vZ7Zs2erQ/CGC/16vV79Rdm8eTMTJkzAw8ODCxcusH//fiZMmMDu3bs5evQo4eHhrF+/vt1rAG6kaT2MEjDKlFlzb5JKjcjVq1ext7dnwoQJ/N///R+XLl1S62EKCgr45Zdf+PHHH+nZs6e6k8zJyalTbJa4UYfi602TmZmZkZiYqO6IastA6eiWOlrT6XSkpKSwZ88e+vbti7+/v3rqqbm5Oa+88grV1dXMmjULgAcffFCt81FGyc3dfdiRJFQ6qeutZ5hMJu66665mfb7SHXbQoEHqa2VlZWRkZLBy5Ur1NaPRSElJibrT5KeffgLgxIkTzJ49m23btrFkyRJWrlyJyWQiPz+fBx98UP3H3XB+uGfPnnh4eGAwGOjVq5e6p3706NEEBATwzjvvtGsNQHPd7AAypZPw9W6cSqBcuXJFnR5SAsrKyophw4YxcuRIjEajeoxyTk4O6enppKenY2lpqR6j7Obmdk3gtpfmTHEqW5W3bdtGTk4OHh4eTJ8+HQsLC82bX5qbm7c6UFJTU3njjTfIzc3F3t6e8PBwHnvssQ5rEtlUYWGherBeRkYGY8aMwc7OjmeeeQaDwcA///lPKioqiIyMbPR5neHho7kkVLqQ5jwRKjfA3NxcXF1dGzUuPHLkCCaTqVHxY2FhISdOnGDRokVAfXuIsWPHEhMTg5ubG87OzkRERBAVFcV9991HZmYmr7/+OosXL+ZPf/qT+v1CQkKIj48nODgYNzc39SbTcD1jyJAhpKamtksNQGs1dx3m6NGjjBgxolGgXE9tbS16vR53d3cGDBgAwOnTp9VpsqysLLKystDr9eqo0cPDo10bCTYnVGpra9m+fTs5OTm4u7vzyCOPqFNlWlX1m0wmLCwsWl1seuHCBSIjI1m8eDFBQUEcP36cuXPn4uzszJYtWzqkSWTTDS8zZ87EwcGB2NhYNm3ahKWlJcOGDcPW1pZ58+ZRU1PDl19+SXh4eKvfh47WOTc6i1ZTgufOO++kV69eXLp0CagfEWzfvp3Ro0fTs2dPoP6XeP/+/dja2uLj48PFixc5ceIEPj4+6pqNhYUF58+fZ8aMGSxYsICtW7cycOBAvvrqKyorK9Ubx9mzZ6moqADqq5OtrKx49913qampIT09nW+++YYpU6bwwAMPsHr1aqqqqjhy5AhJSUkEBwe399vUbMrN0traGhsbGwwGA5988gmLFi3i/PnzLbpxKjfbfv36cf/99xMZGcnTTz+Nv78/ffv2paCggG+//Zb169ezYcMGfvjhB8rKytqsM7FCWUO50fpFbW0tSUlJnDx5EldXVx599NFGAVRbW0t1dTVVVVVq4aWlpSVWVlZq8eWt3G6gAJSUlODv709wcDB6vR4vLy/Gjx9Peno6u3btYv78+ddsEGlLygNFVlYWH330Ee+++y6XL1/moYceYvHixRw6dIgPP/xQ3XzTo0cPnn32WT7//HMMBkOb/723FRmpdFMDBw6ksLCQvn37AqhFcA17MVVVVfH999+rO0n27t2LXq9n8ODB6PV66urqSEtLw2Qy8eSTT6ph1K9fP86cOaP+0kB9+NjY2JCXl4ebmxvx8fEsXboUX19fbG1tefXVVxk5ciTLli0jJiYGf39/bGxsePHFFxkxYkQ7vzuto9Pp2LFjB5s2bSI+Ph4HB4dWL/QrW5x79erF+PHj8fX15fLly+Tk5JCVlUVBQQEpKSmkpKRgZ2enFly2xXblm41U6urq2LFjBydOnMDFxYU///nPt5wma2lVvxaBAvWdJ9588031/y9cuEBqamqHbRAxMzPj0KFDzJs3j3vuuYeysjISExP58MMPCQgIwGAwEBsbi8lkIiwsjHHjxqlToF2t40VDEirdlMlkwt/fn8zMTJycnLC1tSUuLq7Rx5SVlZGSkqKusezevRt3d3fc3d2B+l5Ou3fvxtvbWw2UgoICzp49i6OjY6OtsjY2NuTm5qrV/i4uLtc9u7stawDaw+jRo/n000+58847Aa67DtPaehhLS0u8vLwYPnw4NTU15Ofnk52dzcmTJzl8+DCHDx/GYDA0WodpeqR0a9zoLBUlULKysnB2diY0NLRFc/s3an5ZUVHBK6+8wrhx4/Dz81PX4bR08eJFIiIi1NFK0w7DbblBRDmKwWg0smnTJiIiInj88ccpKipi6dKlzJkzh7i4OO6//36srKyIiorCysqKkSNHqu9DVw0UkFDptgwGA97e3mRmZhIQEIDRaFTbpSvc3d358MMP8fb2xmQysXfvXoKCgtQzWc6dO8fhw4cbtUM/duwY5eXlhISEAL/vSsnJycHa2hpra+su/ZR1Kw2fdhVtUQ+j0+lwc3PDw8MDnU5HSUmJWg+j/KfT6XByclJHMa3tWH29kUpdXR07d+7k+PHj9O/fv8WBcqPvU1tbi52dHbNmzSI5OZlnnnkGGxsbJk+ezOTJkxk1atRtj8SKioqIiIjAycmJt99+m1OnTrX5BpG0tDSysrKYPXs25ubmlJaWEhMTg4WFBePHj6dHjx4MGjSIlStXsnjxYp588kn+/e9/4+PjQ1xcHH369OmyayhNSah0Yw13t9xoN42vr68aAvHx8WoDP5PJRFpaGuXl5dx3333qxx89ehRzc3O1UEsJqR9//FF9rbsGSnNdr/GlMoJpzTQZ1Be+9uvXj8mTJ1NeXq4u9BcWFlJYWMju3bvp3bu3Wg9z9913N/v7NN1SrJzMmZmZiaOjI9OnT9d0yk2n0+Hj44Ofnx+xsbEcP36c7777jtdff53i4mLWr1/f6inRY8eOER4eTkhICC+99BJ6vR4XFxd1l2NbbRAxGo1kZ2cD9e/nhQsXOH36NLm5ucyZM0f9OGdnZ1asWMGyZcsIDQ3l008/ZfTo0erndaVdXjcioSLUm49SJa685uDgwCOPPKKuy/zyyy+cOHECV1dX9Yldp9Nx6tQpMjIyWtw36o9Ay8aXSjD17NmTsWPHMmHCBCorKzl16hRZWVnk5eWxb98+9u3bR48ePdTzYZydnW8aCg2np5RAOXr0KPfcc4/mgQL174NSta/T6fDy8sLLy4vnnnuOs2fPtnrn26+//kp4eDhz587l6aefVl+3tbVVN4i0VZNIa2trUlJSKC4uxtHRkYEDB/LWW2/x8ssvs2TJEuLi4ujfvz8Ajo6OvPbaaxgMhkYPe90hUEAaSooGbnWT+/nnn4mNjeXBBx9UDwy7dOkS69atIykpiT179rTTlXZ9t7sO05TSv6ugoICsrCxOnjxJVVUVUD9KdXV15d5778Xd3f2aaZ+cnBwSExPx9/enoqKCI0eO0K9fP2bOnKl5AaJSuW9paan5iHbdunWsWbPmmp/viSeeYO7cuW3aJBLgxRdfxN7enhdeeEFd6zp58iR///vfuXjxIv/5z38aTZ8qzV07c8fh1pBQETekLDg2VFdXR2VlpVr8uH37djZv3syUKVN48sknu8UvSHp6OsuXLyc/P58+ffoQHR1NcHBwmxbQ3e46TENKt+SGbWPKy8vVr+no6KhOk9nb25Odnc22bdtwdHSkuLiYvn37NuoXp5W2DJTOYMOGDSQkJPDOO+/g5uamvp6bm8vLL79MeXk57733Xqeqy2oLEiqi2ZoGxtWrVwkICGDmzJmEhYW1a8FeW6mtrWXixInExMQwZcoUUlNT+ctf/sJXX33FqlWrsLS0ZPny5WoB3QcffKB5Ad3tHkDWkNJepaKiQg2Y06dPq3+u1DMp58XcddddzJo1SwKllaZNm4a5uTlbtmwBfh/9FxYWsnDhQoqLi9m1axc9evTo4CttO7KmIpqtYaBkZ2ezZcsWBg0axLPPPtuBV6Wt3377jfLycrUiXGnhYmZm1m4dlttiHcbW1hZvb2/GjRvHlStX1HqYvLw8zp07B9RvC2+rEYper+/WgaIssi9fvpyIiAjmzJnDxo0b1Z/X2dmZt956i3PnznXrQAGpqBettGvXLqysrNSak+acg94V2NvbExYWxsKFC/Hy8mL27NksXryYioqK6xbQKU/4bUUJNSsrK6ytrbG0tMTMzAydTteqNijKlOagQYMIDQ1l4cKFBAUF4eDgQFhYmOb9x5RAsbKyuq1AOXLkCBMnTlT//8KFC0RFReHt7c2kSZP47LPPtLjcVlMW2QcMGMCyZcsoLi5m6tSpZGdnU1lZCdRvRx81apT6cNBdyUhFtEpUVJT61NzwrO2urq6uTg3LyZMn89NPP/HXv/6V999/v8M7LOt0OszNzTE3N9dkoV+phxk9erS6hbdprc3tPCxoMUIxmUwkJCSwcuXKRrujFi9e3CG9vG7FzMwMX19f1q5dy8qVK3nqqacIDQ3Fz8+v0Tb87hwq3eNOIDqEcqPoTlMaX3/9NUeOHGHKlCkYDAYmTZrEpEmTWLt2bafqsKwUXFpaWqpFpxYWFmrIN+empfToUs5IMRqNXLlyRf05lZ5nBoOhxdtdlQcOS0vL23rgWLduHRs3blR3GwJcvny5Q3p5NZeZmRleXl7Ex8czb948zpw5Q2RkJDExMfzjH/8AutfvTFMyUhGigdLS0kadnaG+KNDLy4u0tLRO22G5peswDQNFqVNRmEwmNWSU8Gp4GqTytW9Gp9NhZWV12yPY0NBQIiIiOHDggPpaQUFBu/fyamlhorKpRTm3KCcnhzNnzjTaJNFdyUhFiAZ8fX05fvw4CQkJmEwmDhw4wDfffENQUFCX6bB8q3WYs2fPEh8ff91AaUoJqKtXr1JVVaW2ule+rrm5+XUDS4tAgfrdaE2/fmVlZbtPRSqBkpKSAtx6DbHhFFddXR333ns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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lx, ly, lz = 100e-9, 50e-9, 20e-9\n", "\n", "subregions = {\n", " \"bottom_subregion\": df.Region(p1=(20e-9, 0, 0), p2=(40e-9, 50e-9, 10e-9)),\n", " \"top_subregion\": df.Region(p1=(80e-9, 40e-9, lz / 2), p2=(lx, ly, lz)),\n", "}\n", "\n", "cell = (5e-9, 5e-9, 5e-9)\n", "\n", "region = df.Region(p1=(0, 0, 0), p2=(lx, ly, lz))\n", "mesh = df.Mesh(region=region, cell=cell, subregions=subregions)\n", "\n", "mesh.mpl.subregions(show_region=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `k3d`\n", "\n", "Default k3d plot is:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "99f51e35f24740d4975329ec1fefb570", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "mesh.k3d.subregions()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The colour of subregions we can change by passing `color` argument. `color` must be a list which consists of valid `int` colours. If the number of colours in `color` is smaller than the number of subregions, the values of `color` will be used in cycle." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e0d4615698cd44e7b41b018d8ded9450", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "mesh.k3d.subregions(color=[\"12345\", \"54321\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similar to the `mpl` plot, we can change the axes multiplier." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "eb2b81ef6ef749c891df49772837f7d2", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "mesh.k3d.subregions(multiplier=1e-6)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`k3d` plot is based on [k3d.voxels](https://k3d-jupyter.org/k3d.html#k3d.factory.voxels), so any parameter accepted by it can be passed. For instance:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5c908c3cbb0a49799c150523fc2e0446", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "mesh.k3d.subregions(wireframe=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also expose `k3d.Plot` object and customise it." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "13e43a44d43e4bd387be44e2a9d539aa", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "import k3d\n", "\n", "# Expose plot object\n", "plot = k3d.plot()\n", "plot.display()\n", "\n", "# Add region to the plot\n", "mesh.k3d.subregions(plot=plot)\n", "\n", "# Customise the plot\n", "plot.axes = [r\"\\text{length}\", r\"\\text{width}\", r\"\\text{height}\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This way, we can modify the plot however we want (as long as `k3d` allows it)." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "081f226d546643e586945da179c340e2": { "buffers": [ { "data": "sHJMAFKE3QBoqFUAUk7EALNygQBgeJMAw4vaAIyMjAB0ucwAzbVkAA==", "encoding": "base64", "path": [ "color_map", "data" ] }, { "data": "AADIQgAAAAAAAAAAAABIQgAAAAAAAEhCAAAAAAAAyEEAAAAAAAAAAAAAoEEAACBBAAAAAAAAAAAAAAAAAACAPw==", "encoding": 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"encoding": "base64", "path": [ "voxels", "data" ] } ], "model_module": "k3d", "model_module_version": "2.11.0", "model_name": "ObjectModel", "state": { "_view_count": null, "_view_module": null, "_view_module_version": "", "_view_name": null, "colorLegend": false, "color_map": { "data": {}, "dtype": "uint32", "shape": [ 10 ] }, "compression_level": 0, "id": 140680583842112, "model_matrix": { "data": {}, "dtype": "float32", "shape": [ 4, 4 ] }, "name": "Voxels #1", "opacity": 1, "outlines": false, "outlines_color": 0, "type": "Voxels", "visible": true, "voxels": { "data": {}, "dtype": "uint8", "shape": [ 4, 10, 20 ] }, "wireframe": true } }, "13e43a44d43e4bd387be44e2a9d539aa": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "layout": "IPY_MODEL_e26832f84ed049b6a7c26bb7f044eb6f", "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "49bd5c24534c447dae2411f4900f5dc1", "version_major": 2, 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