{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Making Light Cones\n", "Once a simulation has been formatted and any desired properties have been added,\n", "we can slice it into light cones, representing potential astrophysical fields to\n", "be observed. The utilities in the ``simim.lightcone`` module accomplish this,\n", "and are useful for creating mock observations and generating test data for\n", "reduction pipelines." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib import rcParams\n", "pltsty = {\n", " 'font.size' : 18,\n", "\n", " # Axis appearance\n", " 'xtick.direction' : 'in',\n", " 'ytick.direction' : 'in',\n", " 'xtick.top' : True,\n", " 'ytick.right' : True,\n", "\n", " # Legends\n", " 'legend.frameon' : False,\n", "\n", " # Lines\n", " 'lines.dashed_pattern' : [5,3],\n", "}\n", "rcParams.update(pltsty)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you haven't already done the following steps while following previous\n", "tutorials, the following code will download and format halo catalogs from the\n", "TNG100-3-Dark simulation and add SFRs and CII luminosities.\n", "\n", "[TNG100-3-Dark is a simulation box with 100 Mpc sides, a dark matter particle\n", "mass of $4\\times10^8$ $M_\\odot$, and no Baryonic physics. We use this simulation\n", "because the total data volume is relatively small (~3 GB compared to ~1 TB for\n", "the full physics, full resolution TNG300-1 simulation). For most scientific\n", "applications it is advisable to utilize a higher resolution simulation. However\n", "the smaller, low-resolution TNG100-3 can be downloaded, formatted, and loaded\n", "much more quickly, making it useful for demonstration and testing purposes.]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import simim.siminterface as sim\n", "from simim.galprops import prop_behroozi_sfr, prop_delooze_cii\n", "\n", "api_key = '[fill in your API key here]' # Replace this with a string containing key\n", "cat = sim.IllustrisCatalogs('TNG100-3-Dark',api_key)\n", "cat.download_meta(redownload=False)\n", "cat.download(redownload=False)\n", "cat.format(remake=False)\n", "\n", "rng = np.random.default_rng(58290)\n", "tng100 = sim.SimHandler('TNG100-3-Dark')\n", "tng100.make_property(prop_behroozi_sfr,other_kws={'rng':rng},write=True,overwrite=False)\n", "rng = np.random.default_rng(85712)\n", "tng100.make_property(prop_delooze_cii,other_kws={'rng':rng},rename='LCII',write=True,overwrite=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first step to making a lightcone is to define its geometry - this entails an angle it subtends \n", "on the sky, a shape (box or circle are supported), and a redshift range covered. We will make a \n", "square lightcone of 1.0 degrees x 1.0 degrees covering redshifts 0 to 2.\n", "\n", "This setup is handled by the ``simim.lightcone.LCMaker`` class:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A file for light cones of this name already exists.\n", "Light cones already saved may be overwritten.\n" ] } ], "source": [ "from simim.lightcone import LCMaker\n", "\n", "gen = LCMaker(sim='TNG100-3-Dark', \n", " name=\"demo\",\n", " openangle = 1.0,\n", " aspect = 1,\n", " mode = 'box',\n", " redshift_min = 0,\n", " redshift_max = 2,\n", " minimum_mass = 1e8)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This code sets up a directory to save lightcones, and initializes all of the\n", "parameters necessary to build them, however no lightcones have been produced\n", "yet. To build lightcones we use the ``build_lightcones`` method. This will build\n", "lightcones with minimal information about the positions of objects included\n", "(angular position and redshift). We can then specify halo properties to include\n", "with the ``add_properties`` method." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generating lines of sight.\n", "Creating files and adding metadata.\n", "\u001b[1mCollecting sources from Snapshot 33. \u001b[0m \r" ] } ], "source": [ "rng = np.random.default_rng(16398)\n", "gen.build_lightcones(rng=rng)\n", "gen.add_properties('sfr','LCII')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is possible to build multiple lightcones, with the same redshift range, opening angle, and properties,\n", "but sampling the parent simulation volume differently (e.g. with different origins and viewing angles).\n", "This can be useful for exploring field to field variance:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "n_lightcones = 10\n", "rng = np.random.default_rng(16398)\n", "gen.build_lightcones(n_lightcones, rng=rng)\n", "gen.add_properties('sfr','LCII')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ``LCMaker`` does not restrict lightcones to contain less volume than their\n", "parent simulations - arbitrary volumes can be filled by using multiple copies of\n", "the parent volume. However, to check that a given lightcone geometry will fit\n", "reasonably within a given simulation we can use the following code:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The number of lightcones we can fit in the TNG100 volume is 11.2\n" ] } ], "source": [ "from simim.lightcone import LCHandler\n", "lc1 = LCHandler('TNG100-3-Dark','demo',0)\n", "V = lc1.volume()\n", "\n", "import simim.siminterface as sim\n", "tng100 = sim.SimHandler('TNG100-3-Dark')\n", "n = tng100.number_volumes(V)\n", "\n", "print(f\"The number of lightcones we can fit in the TNG100 volume is {n:.1f}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Interacting with Lightcones\n", "\n", "Once they are built, a separate handler object exists for visualizing and interacting with lightcones.\n", "The ``simim.lightcon.LCHandler`` class operates analogously to the ``SnapHanlder`` class for simulation\n", "snapshots. Many of the same methods used for exploring snapshots are useful here:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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7AIlKJFTzh7pGhsvcf//9XdZ5KnrtD5pVVVX5n70fDOMhmBYsoyO7urpaS7b3WaZXMJ2iV3t7u/8kz4wZMyL9GNnFF1+M6667DsuXL8ezzz5L2kx2796N6upq5PN5NDc3C3/EjQdZcKL3Pbi5qIIXKcGNURFVtmpztGV9ocoR1WmjD2VydVwoVD1M9S3EDU4HPal9cc7tuODpTNE7jrapyHl4jeUR+ra2NvzN3/yNf62lpQXDhw9X1t1rLSJDhw71P+/Zs0eYL5gWLGNTdnV1dZenV7zyTU1NUjLilafo9e///u84cOAAAFqQqgre487Nzc3+L8fKUF1djerqajDGUF1djdLS0shm/GCwm8xlI4KuS0dHxzgXQRsbv4igiWJwZK4NKlTxGqJ6eeb7uFxAQR3jJqppIcsWwyh1R7USpI00dZbNQQ/h+cdbL0pLS/213vujoNcSkdGjR6Oo6Ezzg0+phOGl1dXVYcCAASTZwSdlKLLHjBkjLC97IsYrL3uyxoPnlmloaMDll1+uzJ8EeO4IKkQTRCdOIQ7SYHsxicN3rNr4w9BxEcmCiVVkRhVXYALKPQ7XyzuZ2t6Ys+y6EMViJQHVfY8SeBlXW7LssqNANodF44BnEYmCXktEysvLMXHiRADAiy++yM3DGMOvf/1rAMDUqVPJskeNGoWzzz5bKvvYsWN47bXXuLIbGxv997uIyr///vvYunUrSbc9e/b47bjtttusTJz169cDOGPpiPrOGQ86AWuqwEkdU36WYkZ4Qbqm0LViyDYfUf/wghB5i5apXrJ6qbElVJkyxElK0oROXA2vjIrs2ugrEyunblrWgn15iGPc8eYI9TBis929logAwC233AIAWL16Nd54441u6T//+c/9p0JuvvlmLdle/hUrVvgv1AviBz/4AY4ePYri4mJ85Stf6ZJWUVGBa665BgDwox/9iPsGw8WLFwM4Ex8yY8YMqS7Lli1DR0cHiouLceuttyp1Vw2wDRs24MknnwQAfP7zn7e62NiQJTvN8uTbOn0HESXwM4nAQ9XJUnSNcuLUiTsJ/lFkyUzFKr1EMlWkVlZvuB2FBpO4GooFMhyvRQGV7MYByhjgfU8Stkg1T6bNPjbSifVitLe3+y+9q6+v998n09HRwVauXMmqq6sZwH/p3fz58xlw5rf2d+7c2S09+NK7MWPGsI0bNzLGzrz07oc//CErKSlhAO2ld5MmTWLvvvsuY4yxo0ePsoULF7JcLscA9UvvOjs72ciRIxkAduWVV5L65e6772Z33XUXW716NWttbfWvHzx4kD300EN+v1RVVbE//OEPUlk6L73TgWjoevdEVkY27At1SoT1prQ1ivwswORe67SDl7cnjyGHwgJ1nAXzRR2burLcS++I2LlzJ2toaPAXtfLyctavXz//+/jx47kvlVMREcYY27hxIxs4cKCfr6qqyn/rLgA2depUdvLkSaFuzz33HCsvL/fz5/N5Vlxc7H+fOXMm6+zslLZv1apVfv5f/OIXpD655ZZb/DK5XI7l83nWv39//xpw5m3Fr732mlKWydt3TZC1xV9nA7Stu2yDppbnfY5Sh05+XfJAkStrEyVNRUCyNv6ygDT6xKTOpPU0WQtkpDhOnYJrvgncS++IaGhowKZNmzBv3jyMHTsWuVwOffv2xYUXXogHHngA69evR//+/Y1kX3jhhdiyZQu+8Y1v4Nxzz0V7ezsqKirQ2NiIJUuW4IUXXpA+xnrllVdi06ZNuP3229HQ0IATJ06gpqYGU6ZMwVNPPYVly5YpzWBekOrgwYPx+c9/nqT3nXfeiW9/+9u49NJLMXz4cJw+fRpHjx5FbW0tLr/8cnz/+9/H1q1b0djYSO8MAhjBPEg1l6eNsD4y/XR1t/koq6osk5jederQya/Td8H08BMvlPERHk+yukVPCvDy9VYE+z3KGIzi2kyijAzUuBtemXCarC8pY5oC1VNxvLmrcoVq68CytoI79Ch4v67X3NwsfJQrrsckTeUGy9nWjSI7jv5QbQ7BTVaVhyo/Sjt4+sj6LpwW1kWnTtU1WXmTem0grjkUF2TjLc1+9OqPsm4U2r0wgWj+he8dZf0HenmwqkM2IJu0InZt+sSErj62F5Q4CA7VQkKxylAtN7wnYyiWDOpJSXUCFNUl28RMTqomVp80gldF7U0r2FJVr2i8efMizY086rqhKm9iseD9p5YzqZ8yV3gWR9N754iIQ2YRXpR0H+OTTdyokzkqRCZ+L40K3skknE6RQbkWhA2Sp9KHYoEJfudtYqqnXWwiSIKS3EhF45xKDimydWFab0+3JAD6bQwTnKh9SSmvk0dGeNy7ZhwKHqpTrcpPKTOTiiYRbzE3PZGoYGPRVVkCVIuFSA9eOdkp36RPZERM10VkQjKiWGwo8pLaVHU3KBlElgsHO4jbIhV1furko8S18H56ggdHRBxSh465XmSep5p+eTKD5WWbssqFpHPdBnQCA3WtLLxyspO+Sd/IELYYqVx0Ih+1aJEUEdqkN14VmU6q/rTjMnoLbM8Tqnwq6Ratqbx5I6tLty2OiDikDor53cTFoDMZKBuWTnnVdRUobddxAQQ3clk/Re1zkZ4618Obosg6Erwe/C+L0dC1Hti2gon00U2zXb8jIOlDdrAyha4llCpDRah0x5MjIg6ZhSw4kZdXFEAVtW4gvlOzbOMPxj2I8ujIo2w6QXJjQnJsgGel4sWNyAiOKLZIVh8vb1wbdRoWNCrS0kE0/rPQJx7C+tgi62HYcrPJ1jETS7St+JIwHBFxSB22NzFqXANVXvC/bfDIluxEoUMOqETOxJQalhv3iVpFLGQbu45uScd1pFW/DGnpoEs4g4gyx3UtpzoHJGqeOBDFXWti1eDJoMIREYfUEZeFISg7S6cqwL7rJVjG+68TfxDFd50ESQvqIYvjMTnxiZC107gIWdPRJvGnji2TMcizOJoga/1vA1H6xCTeyBERhx6FoIsmOCFsTCxVvIBpTEpYN1NSoEMuZIgix2RRpsZhUO5j2KoUHgs6OkUdN0nBdBOOki5D3H1mg2AC0dcFD1kbIzbiQpKGIyIOmYKt0wVvkbHhfpD5XakEQkcPHVIQNeA2LIeygVP1oyyONk+mYaKnkm2LxKkQ1+nZ9B6bpicNWYyW7bYXOuJ2ZalkuhgRh0yDsqlRXCm6MQJBE6wJCVAFqlKCSVV+ZUo5aplwWd7CTXFl6FoggnLC34OWibgCNaNsMKrNzZbLJyk3Vpygtl93DsugQ8Bt1ZkUbFl4VOlhK7HteijroAiOiDgkBp1TmGyz5g14UX4dt4dIH53TtOmGoFNHsM2ijZ1HBlT1RomzoNwvj9jwCKHMVx/FgmQK2bixvelnYYM0dSuawqarNIk644SutU63vC2LY5zxdo6IOBQMVNYIUZpNNw1VL9uTVbQIiNpvupGGCYFJv1H6W4cgmpDHOCCzkkRBFjbIOHSIY17YIP2FBpsxWkmRSN16HBFxSAW2g+VsxTLYqMfEdE1xW4QDML3rIpOoSRtV7qtwXarNWWbF0kGcwZVURLGuOZyBjdN/obtiKIgaz1ZocETEIRWYBMvJTLKUE3gUchPeUFWuDkp9VAtPkIAE8/FISJJm8yjxK0kHV+qQwziIUhpIQ6c043zilJU04jooxYkocVSOiDgUDGTBl+HPum4cWX3eZ6q1wYT0yE561A0/jcVLpnOwTWE9o7rKRKTUJOg3nM/UkpQ1JKGTLUtjlDpN8/REJD0Ow/PaNBjWERGHgoeMMHhQuT54CJehEgzbsQSyzdWGH94mgTE1m8ssTbJ6orhLVOOh0DezNNxVUUGNQbKRJynI3K1Zhe48FH2nwhERh4KBatNQWUN0T7u8MhTrBM9dEuUUF8WSowsdsqbblxTrDS+WxJbbhSeXEiSbtQ0ja/rYRJYIhC2YWDpVSHIMmFo5dOCIiEPBQDQReDEUvDzB/1GhOh2E3RJUy0VYzzAxMLHsUPUP6x1FDi8fb2MPtkfHzM+7n6anOBUo+ZPcGGzE8PR09GSyBpjdW50+oR6+otQRhCMiDgUPSrwBL7gzmF/XZcN7ekQVqxJOD27MYTIV/O/pTj3Jxw2eZUMnMJdH2ETxJCp5UYNYPWQpyFIHPX3DNW1f1Biknoi4yUuwDhes6lDw0LVe8DZ43ZNwcLMPbvo8XXh+UQo5UG3GvPbw6gnDxNoTZePUdZ/IYnZs6CYjmToyoiCtja6nWz1sueV6Sj/xDjtxjj0TYmEyFx0RccgsTJ9eCJIRE0bPIwxRzPlhXcJuF55LQmQ9UdXFQxwLlcriQylnc/NP232S9kbXk0/8sral3e9hqFyFUWFjbeKBatGkrKkm+jgi4pA5RPXhh90a1PLUDV01EXkxEDK3S5B48DZ4lbVBZpXQPZ2I2hYmUjyZ1KA80+DSqMjapmUTrm3ZQ1JuQVuyKTFWcbmFHRFxSByUzU6UN64gTQpkhCV8OhcFmfJ0CG7ssoBckU5RrCW8/CK3lo0FSOVeEpWxgZ5kNehJbYkDheQqi5No6QQ26+pBIS75fJ4kyxERh8QhOzmbBB/KFh3VkxhR4hQoroFwMCbPmkDRKclTYdQAUIrFSEZGqTAhbTrI8mZvOh5M3JVJI+v6UdAT2gBEd3k2NzeT6nFExCHTEAVL8SwQovKqsmHoBMBRrDjBa5TNUxRTEids+rZVcSM8d5Qq4FSXoNjos0J1CcgQZ5uy5EJL+95FWVfSAmW94blng+tVuN3OIuJQEKBaM3hWBB0yQqlPVJcqr8waIpqgqmBUmQVFBBtup/BnU6iIVzCN55ZSWbJ0dHCIDtvzpjci6/1DiZULkw+g+1wPBuE7i4hDQYOyAatcHLIytjcpUSBnkKiIAkspRMn2RqAigHFbRcL1yE5jwTSKXlTyVghuCtvQDV72kPVNNGtIalxR50MUuaI5Gg66F61vFDgi4pAaopz2KYFSIkSNcRDJFFlookzQuDYA1anHphVGFLzLs/rwTmXBPFRXXbCcTK/etMGakpC0YWNTT5pwRjkU2IiTotSnmhvhz9T5RLGshOGIiENq4LkrRBs2xfpB2aS87xTzoy5EG5tsA+XlNQlWTetkT+0r2f3TsWRRv0dFT7SUxEFCbAQdq8BzA5jIyCriHssi+SZWQ94aF3TFmMIREYfEIYvlkG3Y1IBKnnUinK6rGzWfql7KomrbdJ50sKsoPYnNgOIGoiDLG1eWIIuPMoWMiMd5X0znSRqkNW4rUfBASIlvEx3CXLCqQ2ZBsQ7oWDy8azwSQA2GldUr0o9aXhR4mdRml0Q91NMV9TqVdIbzhO970n2dJrJuxbHlOrVZV9R603J32aiTEsflpYkOWCo9XLCqQ+ZBnQi8cjyrh4y8yGDqo5W5lmSWkXA9pmbNrG88QcjiMVT3iGIlU/UxpZ5Ch25cT5bjJgoFMmuBLdiWKTtA8eaTbJ22pZsjIg6JQ2VJiPJkhO7EsHWiEVk9ZOAFYcpk8srr5LcJXUuTLqikUkVueuLmB0Tr457eN4D5IUenTBSLqg7iiBnRdQsH16o44IiIQ+IIsm/bk1mnbBQrShAqP6mXR6SDKJ0aoGr6RE4UmAb7mhCYQrL8JIUk73Wc1rqkgl3jKJMFImdq3bLVJzJSowNHRBxSg2zjFiG46apiCyhydNN4eSiEQUQ4dEiEiHiYLgaiRSzOjd+EwGRhwc8ydONpdPPGtZHL8qV9z+MmSLbkRLFuRdHBtsvTEREAra2tWLBgAcaNG4fKykrk83lMmDABDz74IE6dOhVJ9v79+zFnzhyMGjUKZWVlGDBgACZNmoSlS5eSbuD27dsxa9YsjBw5Ev369UNtbS2mTZuGp59+Wlrusssu6/JYFe9v2LBhyvpXr16NL33pSxgyZAhKS0sxbNgw3HjjjXjrrbfIfRCGDbNy+LPsmkqOyq0S7DNZPRRzp84TPCI5UdodbIeIyERdWJK2YKQV85AkqIHdaQV62kTa9QN0gmSqq8l81YUoZk1XBx6Ca4aV+8V6OXbt2sUaGhoYAAaAlZeXs9LSUv/7+PHj2eHDh41kb9y4kQ0cONCXVVlZyfr06eN/nzp1Kjt58qSw/HPPPcfKy8v9/NXV1ayoqMj/fuutt7LOzk5u2UsvvZQBYBUVFWzw4MHcv/Hjx0v1nz9/vl9XLpdj+Xze/96nTx+2ZMkSZR80Nzf7ZXSHWzi/993msFXJEqXzrlOvJQ3dvrfdv6L7GBco8rNwX2zCxtxIuk+yeA+oOmVR97hh0jfe+t/c3CwvE0mzAsfp06fZuHHjGAA2ZMgQ9vLLLzPGGOvo6GArVqxgVVVVDACbPn26tuwjR46wuro6BoCdd955bMOGDYwxxtra2tjDDz/M+vbtywCw2bNnc8vv2LGDVVRUMABs4sSJbNu2bYwxxlpbW9m8efP8BX7x4sXc8h4RmT9/vrbujDH25JNP+nXMmjWLHTx4kDHG2O7du9mMGTMYAFZcXMzWrVsnlUMdiEGoNi7bG43pIq6zwce9OZqU5bU7fE3WNxSSZto/NgiMiR6FCln7TNsuGxdRdcoyRGPd5DBlq/445ERdbyj94YgIAUuXLvU7k7ehPvHEE376qlWrtGTfe++9DAArKytjO3bs6Ja+aNEifzP3SEYQN954IwPA6urqWFNTU7f0O+64w7eS8Cw2UYjI6dOn2YgRIxgANm3atG7pbW1tPoFrbGyUyjIhIirYmKi6C6rtEydlk83CQh7VikWRE5Uw6JI8Ex0dziCLG3FPvm9ZahvlcMIrQ1n/e3WMyGOPPQYAmDx5Mi655JJu6V/+8pcxcuRIAMDjjz+uJdvLH5QRxD333IPKykp0dHRg+fLlXdKOHTvmx4DMnj0bNTU13crPnTsXANDS0oJnnnlGSzcVfvvb3+L9998HAPzt3/5tt/SSkhLMmTMHALBmzRrs2LHDqJ4kfPu6T6uI4kEY0398TeeRXl6aLH8U37EOVO0VtZF3XRRUGaxDp391QKkjrrrjhskj66YI38c4oHsf4rxvOgHxcfRLlLap9FEFOcvi4ry1UFWH+0EzBY4fP461a9cCAKZPn87Nk8vlcMUVVwAAXnrpJbLsbdu24YMPPpDKrqysxKRJk7iy16xZgxMnTkjLNzQ0YPTo0dq6UfDyyy8DAKqqqjBx4kRunqBeXn4KwgPb5Nl0nfyivLKnVcLXeHkpi45IDkUvXh288mkEhsraQe1Xyj2kLI5hWTqLL7VMVmH62HbUjbtQCZsJbKw1VNg+XKj0Uc1H2foVzGNjTvVaIrJ161Z0dnYCAMaOHSvM56Xt27cPhw8fJsnevHlzt/Iy2W+//baw/Pnnn68sv2XLFmGe5cuXo6GhAaWlpaipqcFFF12E7373u9i7d69S/9GjR6O4uJibp7a2FmeddZay/jB0N3MRqI/YiiaJbAMNP26ra60QgWLhkC0Onm5BXSkWC1uPd1I2Pt1+oT4N4uUNWqdMILuXSZ50TaFLRk2IWZwwHYtxQ0cX1Tw2BWU+xwWVdTpoAQnrybN26raj1xKR4EZcX18vzBdMk23eUWS3tLTg6NGj3cr3798f5eXlyvIyvd577z3s3bsXFRUVaGlpwZtvvolFixZh9OjR+OUvfynVX6Y7tX4ZTDcV6kDn5RGREF0XhA6o1hORvuF8OgjKDZtTVXrxiJDOpk3ZBE1PnLruFRMLlup62qASQx2yZwsmj7LryrIJW/2Q1bEShmhd4c15CqK6V3stEWltbfU/yzb7YFqwTJyyvc+yssF0nl6XXXYZli1bhj179qCtrQ2HDx9GU1MTli1bhtraWrS0tOC6667D66+/LtQ/Sv1htLS0dPlra2tTlhFB50RCOTVSTvi6pyAbbhTKYq4Dno9XF6LNj3ddxzQcN0zryoIrJ+o4SGNztBnbUCibe5ZAOWSYWIEoB7bwWk9BryUiPR0LFizAzJkzMXToUH/A5fN5zJw5E+vWrUNNTQ3a29vx7W9/OxF9hg8fjnw+7//df//9yjImPlPRBKNOJJkusjpV14LWCGqb4jLVyuTqWklU10VIyyxvMp4o12wj6WDeLKFQ25glV5OpxZgH1ZoVTJs/f36XdX748OGkOnotEamqqvI/Hz9+XJgvmBYsE6ds77OsbDCdqpeHj33sY7jrrrsAnAmMPXjwYJf0OOrfvXs3mpub/b+FCxf6abLNzcSaYOpmCcZp2D6ViTaToJuE4qeNG3FsAjJiyMsTZzuztsmF7zk1QDdqfQ52YWJhpMa5mehiE2EXukz+3Llzu6zzu3fvJtXRa4nI0KFD/c979uwR5gumBcvYlF1dXY3Kyspu5ZuamqRkwCtP1SsI73Flxhh27drVJc2TJ9Ndt/7q6uouf0HrANV/b2uCUYgPIN8AbMWMBC01PKtNODg1bZi0WxT7Qj31RwnGzDrC95w3BqiWMUo/JTmGbBKopGArCFoU6C0rQ5FroouofhkoVuXgmPI+l5aWdlvrKei1RGT06NEoKjrT/OBTKmF4aXV1dRgwYABJdvBJGYrsMWPGCMvLnkjxysuerDGBV//WrVvR0dHBzXPgwAF89NFHWvXzGLWO1SNJ87+nl6krwlZ8h457Jq4TVlgfG7JlriEda1ShuIRUoAYQyxCH2zEKTF2Lad6jnhq0qktOgmuyyEoXJss86y4VvZaIlJeX+7+R8eKLL3LzMMbw61//GgAwdepUsuxRo0bh7LPPlso+duwYXnvtNa7sxsZGlJWVScu///772Lp1q7ZuHtavXw/gzKBpaGjokjZlyhQAZ4JQ161bxy0f1MvLr4I3WIPMOkxKbFogRC4QlTwbC6HohKQy4draiGwHuvIQ1X0lir+IcxE3jY2JG1FjmKjyddNsI8rTS6bysoCsEROAbpFRxUmFrW1Gc5j1Yng/8Z7L5dj69eu7pQfft2L6E+/l5eVs586d3dIXL17MAPVPvA8ZMoQdOXKkW/rs2bMZAFZVVdXtJ95FL8LzsGPHDta/f38GnHmPTRjBn3i/8soru6WfOnWKXXDBBQyI5yfeqcPSyxfOzysfvCZL9+63qU4yiGToXjetJ+7yqnKU+2Srrt6CntAPSbUhrb7K4j0SrZ2yvLqyGXPvmiGhvb3df2dKfX29TzY6OjrYypUrWXV1NQP4L70LvpmWRzSCL70bM2YM27hxI2PszHtafvjDH7KSkhIG0F56N2nSJPbuu+8yxhg7evQoW7hwIcvlcgzgv/Ru0aJF7Oabb2bPP/98l/fUNDc3s8cee8zXq2/fvmzNmjXc+oMkbPbs2ezQoUOMMcY+/PBDdvXVV/skKupL73gTQkUKZIhCIsI62FpAZCRIZ0GwrUsS5dKUrSKfWUXWN0yb+qUhK47NNy4ZScqOo82OiBCxc+dO1tDQ4G885eXlrF+/fv738ePHc18qpyIijDG2ceNGNnDgQD9fVVWV/9ZdAGzq1Kns5MmTQt2ee+45Vl5e7ufP5/OsuLjY/z5z5kyu9SOom1fvgAEDWFFRURdZTz/9tLRvgnJyuRyrqanxv/fp04ctWbJE3rksPosIdQPXITg6GxclPclFtpA2Wg9Jk7Ak6srCfZDpkKZ+VKtknPUmUZ8t2UkRpjjroK7/vTZGxENDQwM2bdqEefPmYezYscjlcujbty8uvPBCPPDAA1i/fj369+9vJPvCCy/Eli1b8I1vfAPnnnsu2tvbUVFRgcbGRixZsgQvvPACSktLheWvvPJKbNq0CbfffjsaGhpw4sQJ1NTUYMqUKXjqqaewbNkyro/02muvxbx58zBlyhSMHDnS/5GZ/v37o7GxEffddx+2bduGq6++Wqr/ggUL8Morr2DGjBmora3F8ePHUV9fjxtuuAHr16/H1772NaN+kYH6exuM6FMPygqWCZYzeaKAUq8oj+xHskQxLJT6Cgnh+xFnPUHYrIv31FcW7oNMhyzoB/D1iEs3kVwb9YmejrEhWyaDWg/l6R1RepJPWuVYVkamQ49ES0sL8vk8mpubhY9y8Qa8ahIECUs4jyxNJCf8WQcyHahlw+011SVpUIJvw/dVp19sw7bcKPJ0+gKwt3GmPa5EOiR5b3Troq4lgP59ikMXWTnb/S8rR1n/gV781IxDduBZD0SP9YrKeP9Fp14eOVBZWWz9TgZVFk/XpDaLOJ4OUqVT25X2ZklBmETqnj4pJ14vHzWvCrobXhww2ahN0m1ahij5VfcpSV1k5cJrDYVAUazT1Pw8OCLikDpkE4GyuPMIB08OzyVjulGKQH1MlwcdKw7vsy6S3uyz8Khl0OJkCurGF2XTt+kmNEXS48PUhWJLT8pPB9j8eYGkoCIRImISLBs3WXJExCGTEE0A6smEdy08wXiuINF3aj5V3EOUUzIvj42N1RS6hCgtKweFvOrIClvjKERYhbj6JssbZNYgsmLy5pssT1Kgzj9dUhtubxJjyBERh0ShM6hVrhTdcipTLSXoMLzxUyd5OGBW1i5eEKQKpsSHCtMFOguwQRSCslTjRFSfiYsh6v3rjVavMOJyXUWFzXsbp95J9IkjIg6JgrJwe9dEPlfZSYDnghHpEd7w4zaHUxcOWdt5kFlpbC0iUSwIaSNM6mSnvDgsOyormUxulgkeDzoWuqTGRtb6MHwoiSorCejW42JEHAoW1BNhkERQJrPMwsDzkerqSzGR2gjooiLJunTrSYOY8EidaMO0FRRaqDC1QJqUzyJBiJJOhWlQaxygtsnFiDj0GuicCEWTmWJdkblJbFs6bPluqfVT8sS5oapierIQC2F6v7OwecRNhmyN/yz0lS6iBsWmRbJtlbcVBG+CPpRMjz/+eCyVl5WV4dprr41FtkM2QX0qJMoEEwUQhhfJsBtHx8JCjRWJc+MNLyLUfg26JnT0s2VOjgNZIBSm/aNTLqn+z/K9zip0XKlZ7FuTwHfVWkuWwwglioqKYmFIgwcPxt69e63LdcgOqD9oYwuqieF95l1LEjw9ZPkostKCjfqTbEPa/WWqg029s9AHDj0f1PWfZBEBzpCRYcOGWVEOOPMaewcHD7aIAfUpBhkxoeopu6Yqp1MnT1ZQjigmJEodsrp57pao9SS5KSZ1cpWVj+oCiYrgPevJpMTWfDWtqzeB1/58Pk8qSyYiZ511Fnbu3KmnmQRFRS48pTdCNFllcRa2IYoNoRAUHaLDcweZ6iq6pupP232ZtAsqbth8esHWPU8KaeiZ9GbNO9zoxlTJwIs3iquNSVsNAXHgO2UdBIDm5mYSGXFswCFRiAa299+GCzCqDFE8iS6iBr+Z1hHWNYnAs0KqgxKsqrvo62xysqDAnv5kTlrkjHdYiILgRh22StpwU4qe8KPopFOPCOE2yeaMTI5Vi8gFF1yA2tpakkAq4pDpUJjgbfo6TJwnz8S64eWR6UgxZ+ssRHGccngnc11ztOlGTIVJu01M7BQ5UWSZQOaiy7oVxRbSdmNErduGa9W2dTHO+SSTLUujWkTc23cdYgX17bu2h6HoqRJKcCiQ/Q1Bx79fKG0yRdqbGg9Z1MkEccbJxFVn2vJNkEWdeDCJqQPg3r7rkH3I3B9Bt40oj0xm+LvI6uGZQ8MmSRHSdiHp+rt1XUwql0FSLgTRfae4V3h5Teo2yR/lpJwlRG0HZdyF04JzNI4+yeKGn4RONvpS5srkobm5mSTXERGHzEAVdGnr1MAjI8EFkzJhTfWIulnJ5JnWaRKbk7QbQ0QsdWTwoPKTh/NQ8psiKQIcN6iBjJT8WSQNNhEn4QrDZl+qCKZuexwRcUgVOptglMDRcJ2ixU9mEclKMG0QOpusLP5FtdFnbUOwbeWgEgxTUkPVSSXD5n2wNZ49WbbKpEW2dEm9DWSVcMms08HPIkuzbntIwar33XefllAZ5s2bZ02WQ+HDJHCQOshFcSK6J0/dxSJqIGuUIDjepqmjt05+U72iyokiT+ayiwobOiW5IZkGJstkUaCah2lsyjqB8OH8NuM7kooVoayxsuB+03VVqA8lWNXGL6t6Devo6Igkx6GwQP1lPdublYls0UZXKIFkDnTEQbqyNk509IlrY00KtoJqkwiuTSMAOE6I9Mnlcv5TM1Z+WfXTn/60kIj813/9lx+QUl9f7//66p49e/Dhhx8CAGpqavCJT3yCUpVDL0NUNk1dQCkbj2ghytKkV0FGogrx5GYKW1Y1HdiMY+JBV7Zp3izfVxFULjPquqBjLZWVkREbU11F5VXtMz2Y6ebllWtpaSHlJxGR3/zmN9zrc+fOxW9/+1tcf/31WLBgAc4999wu6e+99x4WLlyI5cuX45JLLsGiRYtISjn0HkRZvEUBp7w8QR9mVNeJSkYcoBApE3OrroygLJ38VNgiTnG6wKLWm0XZUZHkfNC1ZtkmpJS1xNTlZ6oPD+GYDhOddNYCXl3Wf+I9jKeffhr/8A//gL/6q7/Cww8/zM3z8Y9/HP/7f/9v5PN5LF68GBdddBGuvvpq0yodeiji3GyCiwZvIpqaZJPe6ILt0NFJ17qTxMJJJYJxbmxZt+jEDdvttzEOdElwWJapHiYwWTOSHnNpWbmCdcX+g2aTJ0/Ga6+9hn379mHQoEHSvAcPHsTgwYNx6aWX4tVXXzWpzqFAofP23SgmRpmf0kMWfOAyneOMk0kSNqwusvsZxf0WRacoSPuemCLKvcoSCkHHOJFW+6nrv/Hju5s2bUI+n1eSEAAYNGgQampq8H//7/81rc6hFyC4QVPcLhTGz7OCBOvxoBOMzdOPCpnONq0nuojSJt36KRtb8D+1LGP6P9xG1Skqkt4E4riXYZk8t6cObOlIQRz9b2POxNEHuvPGli7B/tCVZUxE2tra0NLSgqNHjyrzHj16FC0tLWhrazOtzqGHI2y50F3ceHl5J2SehST8WSQvin42YKM+aj9515Nuo6dHkFTIINKvN59+Afl4tkGiw991+7snWCh464AJAbY9x+J0dccFYyIyatQodHZ2CuNDgnj44YfR0dGBUaNGmVbn0AthGrMhM9HbCHDTlRXWyxSmlhxeYB2P+PHqi7rQ2obMUmZLz7TbGDeyQACyoEMYcd531cEmqboo6aagHh54MCYit956KxhjuPfee7Fw4UKuZeTYsWO47777cO+99yKXy+HWW281rc6hh4HiejGFqXnetAwVUdvIM4WbkjWZyZ1XJ6+cDYStLiYBuby0KHpGKZvGJkCRmaZrKE1iR607io6U2LO444906rKli+weax/STINVOzs7ceWVV+Kll15CLpdDWVkZLrroItTX1yOXy+HDDz/Exo0bceLECTDGMGXKFLzwwgsoKnK/Kt+boBOsahNRTb9xBZImBRVRsRFQmhRMn2xysIMkng5J6t5Gqce2jnG2Oem5EpyjwH+vO+QftDQlIgBw6tQpfOc738HDDz+M06dP+woFFenTpw/+6q/+CosXL0ZpaalpVQ4FirSICBVpLYA6T4XINuIomwTlCRRA/jsBNvqPat0pJPJUaEir76I86ZQkqGS4EMZgkk+IJUJEPPzxj3/EU089hY0bN+LAgQMAgNraWlx00UW45pprMHTo0KhVOBQo4vyJd9VmXgiLggpxnsLCZINKgpJcyHTzyQiUjTrTQNwnZyAdImCDWGcBWdE5i3okSkQcHERIyiJiugGpZCax+cZlLtZJMyWCQDZPs0kSJxMkoZNJH2Sxr0xha15FmSumOsjmFuWglfR6JTsUAojvd0QcHJICNRgvGLVtI0DONChUBJFOOota+LNo8qsWonAaxUXjyQ3WndVNK8skBLAXuGy7PlvjXKRfUoGrUe87b+6LvqvkmNavCnxNg4SE61WtQ9576FRwRMQhU+BNbhNyEVxIoupia/GUuRF0y6tIRrDPeARG1bbw9eDiJrofUfuLUi6uDTgq4mqzaFOXnT5leXTqNgVvExVtWHHqELfMpGLLZN95SJJ46xx2ZDB+10wQ69atw5o1a/Dhhx/i2LFjUqb2yCOP2KjSoYciysAOnwSiuh7iiDPhbeiqfFHAWzzDOvDqCutI0YWaV9Q2nTpMEVf8UJSTb1S5XltMxrcOovSZ6nSfRYStahR3CQ9R3IQ2yQ+l7qjzItxWqkUkUozIH/7wB9xwww146623ulznnUa9ax0dHabVORQgZDEiwYkdZbLG6TM11cU24lroVPXYkAdka8OxdY8obUsrIFPms0/qJB93HEVPQNbma1SE66fGCBpbRA4dOoTPfOYz2LNnj/9Cu5UrV6KsrAzXXHMN9u3bhzfeeAOtra0YNGgQrrrqKtOqHHoQRFYLqtuBKjd43ZNpahXRqTMuKwfFUiQz21LrNjmByWTzTpVpbzq26qdsAKaWn6igWiDiuh8qC4JMpyCo+qVxALBRNqrOUSwmNg9ZplY5D8YxIv/0T/+EPXv24OKLL8b27duxYsUKAEA+n8fjjz+Ol156CXv37sW3vvUtHDx4EGVlZVi2bJlpdbGitbUVCxYswLhx41BZWYl8Po8JEybgwQcfxKlTpyLJ3r9/P+bMmYNRo0ahrKwMAwYMwKRJk7B06VLSTdu+fTtmzZqFkSNHol+/fqitrcW0adPw9NNPS8tt2rQJf/d3f4dp06ahvr4eJSUlqKqqwtixY/HXf/3XePfdd6XlGxoaugQn8v4aGxu1+gKIz3crW3h13AseKPEOOic+3fpNoOoHCkx89km5VOLMnyZUBDJOmLhndGRTSLIsneJKoOQzRZhsBv/rlKXCJCYkKdi2NoeFG2H8+PGsqKiIvfrqq/61XC7HhgwZ0i3v17/+dVZUVMRWrlxpWl1s2LVrF2toaGAAGABWXl7OSktL/e/jx49nhw8fNpK9ceNGNnDgQF9WZWUl69Onj/996tSp7OTJk8Lyzz33HCsvL/fzV1dXs6KiIv/7rbfeyjo7O7uV+9nPfubn8f7y+TwrLi72v5eUlLAf//jHwrpHjBjh1zl48GDu3xe+8AVlHzQ3NzMA/v/gkDMdfmEZYTk8uRGGulUZWYesjap+7Q39o0JcfZBW32b1ntrSK4vty6JOYVB1DK7/UnmmilRXV7Pi4mLW3t7uX8vlcmzgwIHd8u7bt48VFRWxz372s6bVxYLTp0+zcePGMQBsyJAh7OWXX2aMMdbR0cFWrFjBqqqqGAA2ffp0bdlHjhxhdXV1DAA777zz2IYNGxhjjLW1tbGHH36Y9e3blwFgs2fP5pbfsWMHq6ioYADYxIkT2bZt2xhjjLW2trJ58+b5G/DixYu7lV22bBkrLS1lN954I3vuuef8QdDW1sZWrVrFxo4dywCwXC7ntzkMj4gsW7ZMu+1BUAeiDRTyJpCVxUekh3edRzx0CSaPPNpCbyJGpm0tpH4x0TWO9iW1BiR1qEoKXptiIyJlZWVswIABXa5VVFSwkpISbv7+/fuz2tpa0+piwdKlS/2OWrduXbf0J554wk9ftWqVlux7772XAWBlZWVsx44d3dIXLVrEALDi4mKfZARx4403MgCsrq6ONTU1dUu/4447fItF2GLzzjvvsD179gh1a2pq8knS5Zdfzs2TBSJCmZRpICt6ZAk8oiLKp2t1sYVCv29x65/l/qGOr6wgqp6U8oXQF9T13zhGZOjQoWhubvbfMQMAgwcPxunTp7Fjx44uedvb29HS0kJ+lCcpPPbYYwCAyZMn45JLLumW/uUvfxkjR44EADz++ONasr38QRlB3HPPPaisrERHRweWL1/eJe3YsWN+DMjs2bNRU1PTrfzcuXMBnIlKfuaZZ7qkjRo1Svqz+jU1Nbj66qsBABs2bCC3KQ7oxGCEv+vKi4o4/dFZ8QUHY4B04PWJrG9MgvdMdKHKtoGov52iA5H+ujEmpvEYURClf6iPvGcB1DVCdV8o7dTpi6DsJMcsFcZEZOTIkWCMYffu3f61CRMmAAB+9rOfdcn76KOPorOzE/X19abVWcfx48exdu1aAMD06dO5eXK5HK644goAwEsvvUSWvW3bNnzwwQdS2ZWVlZg0aRJX9po1a3DixAlp+YaGBowePVpbNw/9+vUDgNQfp6ZOWMqCajKxePJFm19UIpTkxDcN7mQRIt9VCxyVrIQX5CxvPsE2pbWwy/qHl5ZGf0apM+m+1SFvYVDXs6TvS1C2bB6K2klZ13h58vk8ST9jIjJ16lQAwIsvvuhfu+mmm8AYw/e+9z3cddddWLJkCe6++27cfffdyOVymDFjhml11rF161Z0dnYCAMaOHSvM56Xt27cPhw8fJsnevHlzt/Iy2W+//baw/Pnnn68sv2XLFpJeQfzmN78BAIwbN06a74EHHvCfuhkwYAAaGxvx93//92hqatKuMwhdgkGZuCabFm9SenJsP0FimmYC034wKR9eXKllRWTPK5/lJwh4iErgwp8LEXHpH5yPaZASG/c2ihzTek0tm9TrwTRenth/4v2LX/wihg8fjtdee82/dtVVV+HLX/4yTp8+jR//+Me488478aMf/Qjt7e0477zzMG/ePNPqrGPv3r3+Z5mlJpgWLGNTdktLC44ePdqtfP/+/VFeXq4sT9XLw5NPPun/CN3tt98uzbtlyxYcPnwYFRUVaGpqwtq1azF37lyMGTPGtyjpgDKxgxuRrROxDVJR6JuELnRPgaaPaIrSeOQoymk1qwiT4Ky1R+e+6ZJQ3ceBg//TdIclVd4EabqyTO+J8Q+a/cmf/Al27drV7fry5csxefJkPPnkk9i9ezfy+TyuuOIKzJkzh2ymSQKtra3+Z9lmH0wLlolDdmVlZZfysrLBdKpeAPDuu+/izjvvBAA0NjZi5syZ3Hxf/OIX0djYiMsuuwxnnXUWAODgwYP42c9+hv/xP/4H9u3bh6uuugpvvfUWzjnnHGW9LS0tXT6XlpaitLQ0spXA9Ie6TJBlF0EcMLGqBO9H+N7IrC7UutJwNcT5I2w82TbrsqF7HJY8insgyflmunnHOTZMEdQnaf1OnjzZba2nwPpL73K5HG6//XasWrUK27Ztw+9+9zvcd999mSIhvRUeeThy5AiGDh2Kf/u3f0NREX8IPPTQQ7j22mt9EgIAgwYNwte//nWsWrUKffr0QXNzMxYsWECqe/jw4f4YyOfzuP/++yO3BygscpC1k64MprE5JuQiTtjo8yiuJluyTWEa0Bg3ZOOLZwU1jdlS1RWURW2/SRyFCWy47JJ2c95///3I5/P+3/Dhw0nljInIfffdh/vuu69LsGohoaqqyv98/PhxYb5gWrBMnLK9z7KywXSKXgcOHMDll1+O9957D4MHD8Yrr7yCYcOGKcvxcPHFF+O6664DADz77LOkBWH37t1obm72/xYuXMjNpzPJC81MH5erJ85Fhhqbo9IrzkVaJj9JMmTypISNvLrIUl+ZBnfqrBPUukyscnESb5uy47C68fp64cKFXdZ5Kj8wJiILFy7E9773PdTV1ZmKSBXBx1v37NkjzBdMkz0SG0V2dXW175YJlm9qapKSEa+8Sq8DBw7gM5/5DN5++23U1tbi1VdfxXnnnaduiATe487Nzc04dOiQMv/w4cNRXV2NfD6P6upqUlCU6nG2rDwRQEGUE51KXpymfSpU7Ys7GFdXfpxPN0V56sokr0wPHdlBveMm9FGfQtFZJwoVWX9SSLT+Btd52YvugjAmIoMGDUJ1dTX69u1rKiJVjB492ndLBJ9SCcNLq6urw4ABA0iyg0/KUGSPGTNGWF72RIxXXvZkzYEDBzB58mRs2bLFJyHh+pJAc3NzN3+l6lSje8I03VySWHTTfioma/JtwdRMHucTTGkGWIf1kMnmBZryAkLjmB/U+C9VWhxzKynXiwpUd1GS7sdwnbasa8ZE5BOf+ASOHDlCOg1nEeXl5Zg4cSKAro8gB8EYw69//WsA//24MgWjRo3C2WefLZV97Ngx/4mjsOzGxkaUlZVJy7///vvYunWrVLf9+/dj8uTJXSwhMtKig/Xr1wM4Y80ZOHCgkQxRoJqJiVRVTkaA4th0bS6UcZ9SVQs+pd60iIvO44am/RflaaAoUBGJqLKpQd5Zu7fBtDh0U42p4HzUvQ+8MjJrBMXtGdf9kREh2RNMJmPTmIjMmjULnZ2dePDBB01FpI5bbrkFALB69Wq88cYb3dJ//vOf+78Se/PNN2vJ9vKvWLGC+3TRD37wAxw9ehTFxcX4yle+0iWtoqIC11xzDQDgRz/6EfdZ7MWLFwM4Ex/C+32WoDtm8ODBWL16NZmEqAb2hg0b8OSTTwIAPv/5z2uZWcMDNjwxo0bh285LAY8o6PjAqZM4zgVHpFN4Iwovwjzdkz45Us3KcY0tm6SHiqSfKMka4ow/UtUbnNtUssibTzKyIYqJCZcxabtOUC61fZHdsCwC5syZw4qKiti3vvUt9tFHH0URlQra29v9l97V19f775Pp6OhgK1euZNXV1Qzgv/Ru/vz5DDjz3oydO3d2Sw++9G7MmDFs48aNjLEzL5774Q9/yEpKShhAe+ndpEmT2LvvvssYY+zo0aNs4cKFLJfLMYD/0rsDBw6w888/nwFn3lXz9ttva/XL3Xffze666y62evVq1tra6l8/ePAge+ihh/x+qaqqYn/4wx+ksmTvGvD6L/idl0cGLz0sS1eODUStI1w+CZ1NkWXdsgzKPdbp295yH0TrRFztD68rtud2oYOy1nrrvmj9DyL3/wpo4zOf+QwAYOPGjTh27BiKiorw8Y9/HLW1tSguLuaWyeVyeOWVV0yqiw27du3C5MmTfatFeXk5Ojs7cfLkSQDA+PHj8corr6B///5dyi1YsMB/8mPnzp1oaGjoJvvNN9/EtGnTfPdVVVUVTp48ifb2dgBnXCrPPvssSktLubo9//zzuPbaa/2A1Xw+j6NHj/o/yz5z5kz89Kc/7cZw77vvPsyfPx/AGetKMBCWhw0bNnR5zGrmzJn+e3hyuRyqq6tRVFTU5ddUhwwZgpUrV6KxsVEqu6WlxX9sNzzUVJaQICP3PsfhE04KPN112xM8EYnKRu0jaoyOqGyh3p80EKW/0iqbZj1x6i17QieJucCzdsTR1iTnqNem5uZmaeCq8Q+aeT8R7qGjowPbtm3Dtm3blEplCQ0NDdi0aRMeeOAB/OIXv8DOnTvRt29fnH/++bj++utxzz33oKSkxEj2hRdeiC1btmDx4sX41a9+hd27d6OiogJjx47FLbfcgttuu034Ox4AcOWVV2LTpk1YvHgxXn75Zezduxc1NTX41Kc+hVmzZvnumzC8n64HzsSiHDt2TKpn+H0zd955J+rq6rB+/Xrs3LkThw4dwqlTp1BbW4tx48bhqquuwm233ab12zCeeylIKHgImz49hDdeG8Qk6gJDLe/l4+WVEQme/HCf8BB1kVEthLJ2p0FCCoX8qO6nrpwobU6bwFDkhPPEfZ9FByVRnTpxadT6o7qpKX3GS9c9JFHq0dnvjS0iot+BUME7qTv0DngWkSAjlp3qeWSDlya7xkNam1XUyVxoKJQ2FIqetqBj5Yqjb3RkRrHImdRPiYVIY55mzQocPkRS+oy3/nPzmxIRBwcKwgMxPLnicr9kZfKGISJhWdRXd0OIuw1xm/nT3GBsEuo4rBZpj0/qvcqyu0qXjOlaS6PUFxWidY1KRKz/xLuDgww8twvQNSo8vOAE/3TrCcrOAjyTuukmlDSCOooQxwlWpktc8pJatINzIIqlInhPopr0ZXpSZCY9NqmuwSytGTp9qGqfzLrj/Zf1RdT2hWXx1jUdOCLikAo8YhGcWLyFIJyuM5mS2iBNoFrkeW3TXSh5eah9JovlCV/LYv9Ghe2NKCxPNDZF9ZrGC0XRUSd/EiTUZCPV0St42EljTNuoU0ZUdF1jou9hWaLPOuPJERGHVBAmHsHrwf/Uz6I6eIj79GZKEoKgtk22aJgsRuFTDe+U09OJRxwmbRGp4+Xj6SS6FiSOFMjy6bZZFSNgAp25Q7WUUq2pvMNOEtC19nploqTL2kmxFOqOZRVIRORTn/oUpk2bRhaalkyHwkPUCWUCirvBhvyoeUzqsmFeDi5SMstIlDqyBltES3Zq57niqMRAdNK1SR5MYUqCeN9l/RK2job7RLax8ty9Ih2TJtqiQ5mqTJR0ah4qoq4DpMd3/+u//sv6y+3ikOmQbYjMy2kFDcp8mmkH59nQQWYRUrVZ9J9aR6FC1ueU+0EhNHFYl+K8D6p2iyxvqnGmq7Oue0qmd1bnvCmS0l1076LW7VwzDolB5A9XDWqTWAceeGZskQUh7oWdApOFOgrithRFQVI66W64KphYkuJ0a1DzyuaC6fiVWesocUeU/lfprUtOCgVx6W7qstQdw+QfNPvoo49wzjnnaAl3cBCBZ4blWUVElhKdiReWJapXxypDmZRJn7CodVFO/BRSFqV9umWTPO3ZBGXTE8Xg2OojlSVBpkOUemQHDZXbytRKqtI7iyQ7bkSx8oXHBCWY12QekYlIR0cH9+VtDg66kC16QdJAySeTyytHuc5LU/mvKYu9TEcVkiA1tl0GhXb6tOEqMMkncmMk6bax1Q6TvLzrafZFT4NtKx/AJ4xBkqK7XpGIyLJlywxUVcN71b1D7wLVkqC7eEddZHTjRUQWmigbsOhEGIflQWT1oJ58VDoV6qJv4/QtyqdLlqPoZ5pfBBU51xmvIouHbcIdl9w0QLFsxN1OGUGMUi+JiNxyyy3GFTg46MCbTLqBgTbrVp3GopKSJIPodK0+lHI9HUku5EnIiKs9JpuQiLyILCEiGdR6deRmHbK1odDb6YJVHTIDVQCb6BpVXlR4BIkHHWIRJFsi8BZ5Sv+YgOevp8q22ce90X9vCtX4CebTyR83ZK5WCoIbr61NV7df0upHXr0Uy5ONemR5wwGtJgcnR0QcMoGgaRFAl4XGG9xxmx0pfm2ZaTS46KugWkgpiw5FFwp4vl4RGQkvOjJ9dVFIpzlbm5dpv+m6haJu3LYJp2os6xJ+Xh1UZMXCFIQJ6eCVV7llo9YTHlfhdZsKR0QcEoXqVC+yIOgMbtkklG2kURY5lXmURw6oFhGqDryyqjrDAWayumX3qpBIRBRQYmfC+SkxRibExtSiQM0fHLMUosCbW6K5otIj6njS7Zuo1lddqGSbtN+Wy8qG1Vn30OiIiEOikJ2EeJtkeHJR3BTUuAiZCyIKSRCVCdcXZbE1XWh432XkJPzdZhuyCpv3ntdnvM096qncxEIShIxc88zvvHnLa4/KZWlKxKKAagXIQqxQnJYdkXydOB1bfeSIiEOikJ2Awosbz5zMO8F733l1hV0mFAtM+LqMrEQ9WerAdLHWcRtRFuSeSD5kUPUZb6MOw5R0iEhikm4x1eFB5WKkjL+oY4pCHpMkO0FEqVdEBG3BtG9klhRdawjgiIhDwjDxWYrK6y7oMj+5zkIcvB6cyCbukrhPPOFyMqJhYurPMkxN8mFQrE/BcRCVaMgINu9eySx7qvqoZUQblqpur2/iHmOUPldZaeKCTTeTiTzTMW5KTkza64iIQyYQHMQmZkuZaVlHpgmo1g5evIDqNBn8HwWUeqj5qTJMYHtzsmEBMkHYEkCtn0duKeOAusGbuhWDn6lWRR1ddKx2uvUkHf8RByiuNGrZMET9Ti1nA46IOCQK6uClmAyj+NhNIXLviOIAPOIh8quHP4flxgXbC7EtXW23OYlxQXU36kJmTVCVo0C1ecs2KN15TMkX5USta9HMmnvRhmvEFKbxOirrtg4cEXFIFOHBLtqQedYDXj7KdZsQxa0ECYeXz/vPM7XrtCvsJ47STp71prfHgESFykqgGuM82LSGiaDavGVjlboJ2RirUZEFHVSyszTnbLuSKHBExCE16LgpgkjzlMuDKD4guOnzLCbB9DCR4dVhemKkBJGpNr5CM2XbAMW14oG6aYc/iwhLWvEMJqDEtFDL65alwGS+UN2tKjmy71m8t2mRP/JL72TYu3cvfv/73+Pw4cNob2+X5r355pttVOlQ4BBturzNXLZ5xuWeofhHRXV7aSKrB2+TEW08usGPPPBcQ+E6wnrwZPQ2qO5fEvXZrlNnPlER9wk6avt1SIXNvk7b0mjSFhPSxjuI6cqJRER+//vf45577sFrr71Gyp/L5RwRcegCnisj+F8G1QYbRSeVTJ06g8SEesqOa8OTxao4qCG7J6oNT7Ro89KpdepCN5YiCUQlRzbnq+lBIE6CagoTfaK0g3qA5MGYiGzbtg2TJk1Ca2srGGMoKSnBWWedhT59rBhZHHo4wou2yE2hY1Wg1ktdtGydEHmWj7ArRHV6Um1iVJ14iwWln23pESei6EaxxInigFT5Paisd1kkAknIjkqOVPchStuo4ynKJpwkKO3Q0d+WBdWYNSxYsAAtLS0YOnQofvzjH2P69OkoLi42FefQy0A151EXFp3JowqCNSU5OvUE65BZJUQblg0TO2UB191Mo8LWiSzqgqoiCmH5cRILW1YBEeKyKKZBWmXkUUQiw+DpraN73O2M+16brqNR9DIOVl29ejVyuRwef/xxfO5zn3MkxIGEoCVAFS8hKsuDzoYjY/Gm5kyKTirrRziYVVRG5U6h9l9QdlRyZwJeO6LUZysYUOY+o8TTmNTFu/fBekzveRrQmdNJ6BImI7JDSPg+yPJSwcsvmosUUMZDErBpeTImIs3NzSgtLcVll11mXLlD7wQ1eCy8aIg2dtW1uBHVjMlLl53oZYSJt6Dy5ItcCTr6RoVt+VFIZJgM6JJVWb/L4MmLc9OWzZOo8yULGyIVFNdK8F54czCONlItCdRDThRQ26gizFFgTESGDBmC4uJiFBW5J4AdaAieSHTMfzJZYdhwp6QB3gmJYo4XkQcq6QluSFFOWlkhhVTw3HBRXHK23Hkq+TbKqlxKpkj7fovIFeUAI0J4reK5IygyTNNtWmhFeSh18KxJMkuuLoxZxOc//3kcP34c//mf/2kqwqEXQod9y6Dy8cpOfDZcPDLo1ClyvYRJAc+EzytnWi9vY+KdgESLDo/YxA2ZK0uFLLkywoi772ya9rPgfgnXH2Xjp9YRdi1nCSZxILbIUuIxIt/97ncxaNAgfP3rX0dbW5upGIdeBJ1N0/TEFmbuulYTGySJl1e0+PNOFeG04Hee+8Yrz5OlqjeoJ28zD9dHdZXpWL1MwdNF5/Rre8O3NXaS2Nx06kjS0sEj21HiKaLqIoI3vqNYAtO2IIkgugdx6ptjhqP+gw8+wObNm3HTTTehrq4O3/zmN/Gnf/qnqKqqkpY7++yzjRR1KEy0tLQgn88DiC86n3rdVF5a4JmBw4ufzLesu9kEiYyOuTZMtqg6Za2/CwmiGJ8k+9NWfbyxx7MUxlF31mFjLYvSV6J7Q5Xnrf/Nzc2orq4W12NKREyeksnlcjh9+rRJdQ4FCupAjBuqSZTGwkaNAwkiysJMIQw6ZIFn7THpYxmxoiyoNu8ddSOMKt824tabUrfJtZ4M2+0VxaeoLLxp9jl1/Td2zXimKZ2/zs5O0+oceghUMQu87zZjSsLujHC6SLapiV9l3g3rEo4FCc8hUcwGxe8flCFyCYWvy+TyXGCymBKZm0jU/yJXVLAOmwttsD1xLOA2CRPPLUfVO8qcopBj6jWebNkYKiTYHj9heZR7bctiFTeMf9Bs586dNvVw6IUIL6CUvKJTgOqkHN7YZXWGNzevXlXdohMLT76snG57dF0euhYGncVMRYhUeolO0l66qp/SPgEmoYMNUzulPIUc2oSMIKd5X7MwppIGdW221TfGRGTEiBGRK3foPcjn89xNhBf34KWF84WvyyByxVAmDi9/WFfZiY+nq2hz55ECUTnRJiz6zwNPnojkUReZ8ObGsz5RystAJRy6iyLF7011e1EJLsXdJINsHumWzRJ4fZIFEqBTfxb05cFEL9may1sXo8D9CIhDImhubua6W2TWBe9/eGGiuG1Em6DIvB82dXv/Radz0TXKBilLl534RVYZHdMpVTdd11gQMneM6p6ErU8UnWX1q0Ahb6JTuk69IqISxbKh6iOqa0WWV1a/Tj5T836c1heTNBXiJiFx9mN4PIksZ1SLqY6uVt9Q9/777+PAgQPI5XI466yznNXEoRt0B3Zwk6K6MET18khNeLKJ6lK5DESguj8oaSKrgMjyo6ubiJDoWpBk+qn6QscqY8sqIgPFYhKsNwmdqPJEeVTj2lb9wXym4ykuUIhn0ki7b+IYoy0tLaS8kS0if/zjH/HXf/3XqK2txTnnnIM/+7M/w8UXX4xzzjkHtbW1+PrXv44//vGPUauJFa2trViwYAHGjRuHyspK5PN5TJgwAQ8++CBOnToVSfb+/fsxZ84cjBo1CmVlZRgwYAAmTZqEpUuXkm789u3bMWvWLIwcORL9+vVDbW0tpk2bhqeffppU/1tvvYUbb7wRw4YNQ2lpKYYMGYIvfelLePXVV0nlV69ejS996UsYMmQISktLMWzYMNx444146623SOU9hF0z1FMh1Vcpgoy4iDYM3glYlZens85pUFUXD7K2BAkApXxQBxNdggRCdPIX9YeqHTKrF0Un1TUZdMZeGmZ5HSuNzBqV1EleZckLW3pEcqjX44CuNYh6PS0CRIXKVUO5JgSLgDVr1rBBgwaxoqIilsvluH9FRUXsrLPOYmvXro1SVWzYtWsXa2hoYAAYAFZeXs5KS0v97+PHj2eHDx82kr1x40Y2cOBAX1ZlZSXr06eP/33q1Kns5MmTwvLPPfccKy8v9/NXV1ezoqIi//utt97KOjs7heWXLFnSpb58Ps9yuZz/ff78+VL958+f7+fN5XIsn8/73/v06cOWLFmi7IPm5ma/jPdnCtOywXpFuoRl89LC1yj6iOqIOPWsw8b9UcmXfRfpQ5VnE0nem7Tmg009bCDt+pNClDUjzjptgLdOeut/c3OzvKxppfv372cDBgzwN6hvf/vbbNWqVeydd95h77zzDlu1ahX7zne+w/r3789yuRwbOHAg279/v2l1seD06dNs3LhxDAAbMmQIe/nllxljjHV0dLAVK1awqqoqBoBNnz5dW/aRI0dYXV0dA8DOO+88tmHDBsYYY21tbezhhx9mffv2ZQDY7NmzueV37NjBKioqGAA2ceJEtm3bNsYYY62trWzevHn+Qr148WJu+XXr1rHi4mIGgM2YMYPt3r2bMcbYwYMH2axZs/zyTz75JLf8k08+6eeZNWsWO3jwIGOMsd27d7MZM2YwAKy4uJitW7dO2g/BgWhrQuhsmLp5dfOJSIpu3Tr1FwpM2kNZhG1uwDbzm8CE0AbLRRmzcUGkqyzdIRqy2oexE5H/7//7/1gul2OjR49mH374oTDfnj172OjRo1lRURH79re/bVpdLFi6dKk/SXgb6hNPPOGnr1q1Skv2vffeywCwsrIytmPHjm7pixYt8jdzj2QEceONNzIArK6ujjU1NXVLv+OOO3wrCc9i09jYyACwcePGsVOnTnVLnzZtGgPARowYwU6fPt0l7fTp02zEiBEMAJs2bVq3sm1tbT6Ba2xslHWD0iJiewKldZrlWVxE+U02niigbOg2SaINmUmRAFV6EveBokuUunTuSdZISqEgi1aMtCyKQcRORM4//3xWVFTE1qxZo8y7Zs0alsvl2Pnnn29aXSyYNGkSA8AmT57MTe/s7GQjR45kANjNN9+sJfvss89mwBn3CQ+tra2ssrKSAWDz5s3rknb06FFWVlbGALCFCxdyy+/cudOfxD/96U+7pG3fvt1Pe+yxx7jlf/Ob3/h5Xn311S5pr7zyip/229/+llv+0Ucf9fNs376dm4cx/kCMusBn1coQJlzBdoqu6eioIjg29DdNj6qDqRUpS6BssqYEgVKfDaTV94V8322gEKxEJjpRiYhxsOquXbtQUVGBiRMnKvNOnDgRFRUVeP/9902rs47jx49j7dq1AIDp06dz8+RyOVxxxRUAgJdeeokse9u2bfjggw+ksisrKzFp0iSu7DVr1uDEiRPS8g0NDRg9ejS3/Msvv+x/9vQPo7Gx0X8vkKh8VVWV8P4G9QrWRwHTCMoSBdjJ0oPXGev6OGhcjyl6dXl/we+8PN5nav28p0mCMikyRN/DckQBjrJ6wmnUOnnldcZH0tAJ/vXuNS+QN5zfpM28MlGDOal6eHMqSpBosDxvrlBl8D4XGnhjx0NW2hXnvDQmIiaR1llaYLZu3er/5PzYsWOF+by0ffv24fDhwyTZmzdv7lZeJvvtt98Wlj///POV5bds2cItX1tbi9raWm7Z4uJinHfeedLyo0ePFr5TqLa2FmeddRa3vAjhTY0ywXRIB0WObAzyFjWdhZkng7LQUjZ43iams0Dp9L1qg9S9byI5onKm7bIN2VMmOjpQx5wpKPrwSKaJnKC88JjklY/6hIkKYaJXiCgkMmXjSTQejInIiBEjcPz4caxfv16Z9/XXX8exY8fQ0NBgWp117N271/9cX18vzBdMC5axKbulpQVHjx7tVr5///4oLy9Xlg/r5X2X1R1neR5aWlrQ3NyMlpYWtLS0oK2tTVkmDN6iF1wMRad3nU1QVEZlUQkTHdUCbQM6C68pMQhCZ8HXfWTZFLY3H5kFSNR+yiYvSqcSLwpx1CEkOnIo4B1MZeTbyy86IFBJTBqPTNuGikzpkvMgVGPC9HF20bW2tja0tLQgl8v5az0FxkRk+vTpYIzhjjvuwEcffSTMd+DAAdxxxx3I5XK48sorTauzjtbWVv+zbLMPpgXLxCnb+ywrG0wP65V2eR6GDx+OfD7v/91///2RFhDe5IxjUwovELqLftg8nyRUxEFkxfH+U/pX1A9R760IUd0BPHnBzzruJ930cH06aTpkWtf1J7rPKnebiX5UUF01pha7rMHG2KKUs3EgCSPY3/fffz/y+TyAM78dNXz4cJIM419W/eY3v4lHHnkEW7ZswejRozF79mxcfvnlqK+vRy6Xw+7du/HKK6/gX//1X3Ho0CHU1NTgm9/8pml1Dj0Azc3N/ufS0lJuHt5mEL4WPk3FZZqNsil54OnqERNdGbowWdxkm5jo1Cv7LtPdZlwEb3yYypPJjoLwGAhfjzIu4hojlLxJuOnDbfVkUMZkb0Fa1qFgnXPnzsXChQv9tb6lpYVERoyJyODBg/HLX/4SX/rSl3D48GEsWrQIixYt4ipZU1ODZ555RhivkAa8QE3gTOCqCMG0YBkd2dXV1Vqyvc8yvYLpYb3SLs9Dc3OzsB+CE0hGODyozIOqOnTSVHl5JEhGNmSnTZ0N21Z7PPmqMqb1JbEwqvqH2h88E3kc+usSXNF4En22BYpFjWq54JXT1cOkbNyIQx+TuZbEwYYis7S0tMu8Cx4+ZYj0E++XXnopNm3ahFmzZqF///5dTNGMMfTv3x+zZ8/G73//e3z605+OUpV1DB061P+8Z88eYb5gWrCMTdnV1dWorKzsVr6pqUlKBrzyYb2877K64yxvirCZWLUxUtOo8R2ysiKdeK4X6sbOk0uNM7BhrZGV0TFvB3W3HQ9jUj68OeqSsvD9TAoqN5fp5m2KsCUvPI90+yncHt0xphvzkgSyQFR19ZCtd6YwORwGEfldM8OGDcOPfvQjHDx4ENu3b8frr7+O119/Hdu3b8fBgwfxgx/8QBn0mAZGjx6NoqIzzQ8+pRKGl1ZXV4cBAwaQZAeflKHIHjNmjLC87IkUr3z4yRqv/IEDB4TxOx0dHXjnnXek5bdu3YqOjg5u+aBs2ZM9YagGfniRCscs8Baz4CIV/h6USz0Vy77zYGIeNl1QTBZxk/wqVwd1U+DpK/ocBs8crwvTcmmQEVP3kkqWDcgsMaJ+4l2XxfiI8vP0KMQ4kCyCur7FjchEJIiRI0fi4osvxsUXX4yRI0faFG0d5eXl/m9kvPjii9w8jDH8+te/BgBMnTqVLHvUqFE4++yzpbKPHTuG1157jSu7sbERZWVl0vLvv/8+tm7dyi0/ZcoU/7Oo/Nq1a/0gU1H51tZWrFu3jls+KDdYnwheAJPM5Oj9p7o0RJuhDd+5DmwsjlGIAkWmrU1NZZGhnFx5JDJMNHllTK0juogr5ohXhwhJn/QpfatLnlVjQUXew66fJOd0ocC2BZIHVV+LDou6lfRaeD/xnsvl2Pr167ulB9+3YvoT7+Xl5Wznzp3d0hcvXswA9U+8DxkyhB05cqRb+uzZsxkAVlVVJf2J90984hPcn3ifPn06A9Q/8X7llVd2K3vq1Cl2wQUXMID+E++qX9YLwutz73PwWjhNNIR518MyTSCTa0teVPD6RUdvStksIC690mq/rJ407kGcY1NHdlbHXxLQbXu4b1XldfKawNMntp947wlob2/335lSX1/vk42Ojg62cuVKVl1dzQD+S++Cb6blEY3gS+/GjBnDNm7cyBg7856WH/7wh6ykpIQBtJfeTZo0ib377ruMsTM//75w4UL/LbqUl95dffXV/vuADh065JMYgPbSu9mzZ7NDhw4xxhj78MMP2dVXX+2TqLheeqciGarNQkVgTEEpG9eEjqqDzqIUB3jkMsvIun6MFaaO1PFbCG1LAiZkxHZdpjKtvmumqKiIFRUVsTFjxnS7pvNXXFxs1Jg4sXPnTtbQ0OAP/PLyctavXz//+/jx47kWBxURYYyxjRs3soEDB/r5qqqq/LfuAmBTp05lJ0+eFOr23HPPsfLycj9/Pp/3yQUANnPmTNbZ2Sksv2TJEtanTx8/f01NjU9gALD58+dL+ybYxlwux2pqavzvffr0YUuWLJGWZ0xjIEawNNhatKJaO3gbbFwnP9uLdFz9J8rH66Oop7+egCTak4U+y4IOPRVZ6lurRCSXy/lv2g1f0/krKiqK1qqY0NLSwubNm8fGjh3LKioqWFVVFbvwwgvZAw88wNra2rhlKESEMcb27dvHvvGNb7Bzzz2X9evXj9XU1LDGxka2ZMkS1tHRodTtvffeY7fffjtraGhgJSUlbODAgWzKlCnsqaeeIrXtzTffZDfccAOrr69nJSUlbPDgwWzGjBnslVdeIZV/5ZVX2IwZM9jgwYNZSUkJq6+vZzfccINv4VFBNRDDG5KIDMisIKYnBtmGmMaGELelJg7okI/wd8q9j1pvWvJM6u+JxCppuP6LDyZ9SyUiuf9XgRS//e1vAZwJ8JwwYUKXa7q49NJLjco5FCZaWlqQz+e7/I4ILxgw/LSLaFiKnpqh5uXV610TPR1CmCJk2JIXVY5ueRv5bdXZ04IVowbHUh4Vl82RQu3LOHTPYn/EqVPc7eWt/1w9KETEwcEUwYGYz+fJC6LtjTbKYh3MA4hJi826ZGVMNnRATu6ysgxE0SVL7ZAhDnILmBMZlew0N/tCuadxwLTtwUNd2n1HJSJWH991cJAhaPHwYLqIRv1dDFm6Kg+P5Hj/KZPfZHEIllGRHF5ZUfvjXqxsPE6YxCOKSUE0dqIgzvsXh+ywhVLWB2lvpFkE9dFv6sEqCzAmIp/5zGdw7bXXkvNff/31uPzyy02rc+gBoA58VT7KYk6ZhLw/FYKbejh/eMOX1R0HqKQiCqlR1R9VFk+f8DXRvY/TfG0rv8jVZANpbSwUoqjzeyImdfZEiPrFVn9lieQZv2vmN7/5Derq6sj5169fjw8++MC0OoceANUmI4orEJXllaGYJWUxIyr5wWtU0kF1EUVxvwC0hUVHrs36o7iiROkmck2ga+bWuQ88K2EwXUdHalmbblBeWV6sV5R4IVEdhYY0481E/W9TpyiyEnPNdHZ29goW66APkWVBtOGHT/S8UzHF1RLMx9NBZDoW1SmSr5OXkk8F6ok8iflo2o443FtRYBKTQ5UXHIPhOCQT6PZdlL6UkX3TmKSwdTJOK1KSsD1mbdy3uF3iVCRCRDo6OnDgwAFUVFQkUZ1DASC80KhOVlH9yLyFXWZ9CF7jbd5RTnNxQdRHMkKlI8eGXlQXGAUmm3XUunVJhm45GclOYvNNg5zqujh1rSlxIEtEiLJGUspTYNPqGQTZNdPS0oIjR450udbR0YHdu3dLWfGRI0ewbNkytLW14YILLjBW1KHnQGVqDW72usxdZnbWcdUEy/CuUxGVhJiYX8PEjtKHMuKla/YP6yOTbwqetYzSV1HrNnF5UBZ6ke46VjIbbr8kSbOpe8jUZUXRg5qe5LxWIeoaaXofbIJMRP7xH/8R9913X5drBw8eRENDA6l8LpfDTTfdpKWcQ89B8NHdOCexDbOzyr+t0sEmKJuHrBwP4Q1SthDp9id1M42j/9JYQGX164x3U92pBC+NvqHO0yhuqKiIm7gmLTdq3TLLMO+7LWgFq5oqVF9fjzvvvBN33323nnYOPQbNzc3KPJQg0DiCrDyE5cpcOTJEDcQT6WajvrAsG8SNijABUrnERGVNLFNZgukpnAeTfqBYTYLXKPXYDCilxlRR9aD0Z1qWAJ4OWQkgBcTWVdsg/6BZc3Oz75phjOGcc87BWWedhd/97nfCMkVFRaiurvZfAe/Q++D9oI0H3Q2aam7WAWVxpcrmmbxNNhrdttheOHVjX2zUp+o3lU5xbh5xyI6DoPYU2JgTcenS2+5FVAT7i/qDZmSLSD6f77KhfPrTn8agQYMwYsSICCo79CbouDjCDNz0xGW6qOieSHVPsTL3CEXXON0acZAc1ckqHJRpavWwpbvovkaRb0OvLG3YNqFy6aWJuPXICuFKE5F+R8TBgQqRa4a3GVNIB/UEH5frQRZLoUN0RASEKkcFk8XGthlbZdalmH8pAc4eeaHEvohkU2JkkljAdQioCRn2kJbbQjTGVa65QoLNQ0/cMVVR3GEyuVS4n3h3SB3h0y9vguRyuS6feSfmYJ5w2XA+HSQdSBfcWKLWL9t8Zd9NZAZl8eTL6ggSCEoZWR28sSHTWXcj170/cY6f8AaiW5dJe6NCZvGKYgGk6EfJk0XCk5ROJmPIBkgWkf/4j/8AcObtuxdddFGXa7r49Kc/bVTOoWdA98QTPoGq4gnCnz0Zsu8qmJqNdWMCgrKTPnFTNuMoJzzdU7dsnPDkycaUid6UflBZemS6UfVT6a47tqNY20zHZLidUcZXVHdllHllagm0IUsGG5YwXYuuSKapDFKwalFREXK5HM477zxs2bKlyzVdRU+fPq1VxqGwEQ5WsjEBKQt3lAU3DTOwjGCJNitTPVVELSpM4ypELhXvmo4cnQ3ZpissDtjYaFRzBoj30WodyFxl3jUgOTeZLrKokwiUvo7SFutv32WMobOzs9s1nb9weYfeh7Dpj2LephJe6snLFDw9bJkxVadrU6uMSFawvqiuK5VeVNO+p5doTIgsYEGEiagof3jxTWPjoLoSdHTTsRgF02Qn4jRck0E3Gy+dao1KAzYOB0lBZQlJqi0k1wyPQDhS4WACkUlQtVAGF1jRSU8ki8r0VS4g3Ymq64bipcV56guTEZPFXcf6oCNPFfsgsmSI+os3ZkQnwaguAhV0yI9uHbYsRlF0MIHoZF5I1oUo6EltNGmLC1Z1SATeo982TvHBE7Noow+X5cmTXbOxMMisG6LNWbTpxg1RP6osVTqbqe7mF7SQUMir7BQt05lHfMJlwp+j3JM4rFC69ccNHStmnCSEd++i6Jo00rKUqCBbG7w0Hd0dEXFIBM3NzcJFgeLyCA5s2UbEu66C7sZPcSepIHIzUMlV3JD55j3YPFWL7p2IhPBIB8XKQHF9hRdRU4Iavq+8MawjN8ubUhjUfpK5hUz7WqRH+CBjUk/SiFO3qOuXaA0LHiKoMP4dERU++ugjrFmzBsXFxfj0pz+NmpqauKpyKBDoLDgm/kod83rYFSHzR4uu2TKDUxbfuFwFsnaHT6e2ZKtcJyJEcaVQ9ArWI7O66VqCwp9N9ErLXaE7fnXKRclPLUt1sVJ0sNHOLMGm3lFlGVtENm7ciNtuuw0PPvhgt7QVK1agoaEBf/EXf4EvfelLOPvss/HLX/4ykqIOPReUTU53Q9RdPMObj4l5MQybi5RKDxPCoHK7BP/z5FN1ol43zavbxybuJJk1QwcyczZ1ExSdRG0jyvi1cU+izHWe9VRnvKry2hgLPRUmY9KYiDzxxBN47LHHUFTUVcTevXvx1a9+FSdOnPDNM0ePHsUNN9yA7du3m1bnUODwYkR0N0qVSdsmgouWiXlRJC8MSh/I3DUyMkB1gXh5RS4JXvtlZnQTUBZ7qtlf5S7T7XPedeo9COujQ7R1kcR8UCEuMmR77oXJiExvUxefTWTVFRcHjImI94NmX/jCF7pc/8lPfoITJ07gggsuwB/+8Afs3r0bl156KU6dOoV//ud/jqatQ8HC+4l3ygIRvB6HRSFq0BqljqigbPgy14movTw3A6UeXdiwzOjcf5XZPYplhacH1bVog7zFNV5tyc7qpswjp8G1huouk82tOBGXNTVu/U2ss8ZE5I9//CNyuVy3l94999xzyOVy+N73voePfexjqK+vx0MPPQTGGF599VXT6hx6AExPILyTu0qeTL5qs6KaZWV1UHWhQCcQT5ZGsS7EoZuqbuqGkBRs12UqT7Rh2rQO2nCfeYiTyJuMy7hcgzaJF8U9GhWmczxq/VoxQsywV/v164fKykocPHjQv3bixAlUV1ejb9++OHLkCEpKSrrk79u3L1pbW02qcyhQUH5ZL0pAoG3wYiLiDKKzJS9uUOou5MC9qDAJJuWViWu8OejDVn/GNdd15fIsqHGPF+u/rBpGnz590NLS0uXahg0b0NHRgYsuuqgLCQGAyspK9/PuvRhejAgPPGuHKrgsKb+0DT81Nc7BFmya7HUWLFWwXzjex1QnWR1pwcT9ohPPQ8mXNAnJUv/HAVv9aSIniiuRkj/usaI7NoyJSENDAzo6OrBhwwb/2rPPPotcLoeJEyd2ydvR0YHm5mbU1taaVudQ4PBiRFRQTRbVoiva6EzcOTYgOrWY6KG7wUVpq47bRFY+fC2KG8bkNBd3fIusHIU4hdsiGv86boukYxh6OiGxBVOXLzVdV484XUy6so2JyJQpU8AYw1133YU33ngDzzzzDH7yk58AAD7/+c93yfv73/8eHR0dGDZsmGl1DgUOmUXEg+wU7SG4+OkEuOpsrLI8usFrVD+17UUmXEdcm4VJUKpML5U7K1xehbhOo6pyKjO4N45MrCeqPk86IDbr7iBbxDIqVP0UNd2WHmnINCYi3/zmN1FTU4M333wTf/7nf45rrrkGR48exeTJk/Hnf/7nXfJ6AayXXHJJJGUdChdhi0hwkvM+BxdvUfxIlMBKqtuHx/Rtum9syhDJiTN2wIQUiMiSTF64DVk9hfNIRxTrEA82iAZvXPNIdhpBq7ZBcfNS14a4EaXuNFzZtmBMROrr67F69WpMnjwZ/fr1Q11dHW6//XY8/fTTXfIxxrBs2TIwxjB58uTICjv0DPAW6uDiLFsAbSzgVPlpmb1V0NEjLhJi2hemVorghhG1TUnFGFFgao2IMgZEcVkqaxQlLcq9kbmvokDH2hDVLckDtQ02YtJ00qJYwmzC+KkZKjo6OvDhhx8COENe+vSJ7VflHTKIcNS0yRMFSYN3+s66+VmF4FMZQDLm9LT6Lav3Kw69CmE+FRJ4/aRyF6Z1T+OGjh6iNTP2p2aoKC4uxogRIzBixAhHQno5dE9w1ABTHbOqyZMXWVgUwtA9scRxyqPUGcf9oNSbNkTxSzr5KfJ5fRznaZbq4siK5VAHoo1X5hKMK94iC/0XJRZLtw1WiUhHRwc++ugjHDx4EB0dHTZFO/QQiGIYgp91J3vUCRPWJQmTbHDB1t1IwtYNXX2SdNWoXFtxxNuYwubir9sOk/wi65buZqpbryxNh/Cajt+4QOmjpManap2ME2mQoMhE5Pjx4/j+97+PCRMmoLy8HHV1dRg8eDDKy8vxp3/6p/inf/onHD9+3IauDgWOYLBicCOmkAMRKKQl6XgKWTBmePNQBb/KNvcosRZU6PjsVVasrJicg5Ddq6yDutkncYqnoJCsXVkMjLbVdlV7UnGnRokR2bZtGz7/+c9j+/btUh/axz/+cfz7v/87/uRP/sRYUYfChMxHqNqYkvTNmugStExEDdAz9cVGkWUCWfxMFolGHOgJ7SzUNiSpd9zWw0Ls/yAobfBIjypGxJiItLa2YuzYsdi9ezf69OmDq6++GlOmTPF/K+TDDz/EqlWr8PTTT+P06dMYMWIEfv/736OystKkOocCBTVYiYc0Nl1eUGeSAZ4qiNqcNDGLq6yDGFntV978sEXS44Lp2mLSnqT7IEt9Hnuw6j/90z9h9+7dGDp0KH73u99hxYoV+OpXv4pp06Zh2rRp+OpXv4p/+7d/w4YNGzB06FB88MEHeOihh0yriw2tra1YsGABxo0bh8rKSuTzeUyYMAEPPvggTp06FVn+/v37MWfOHIwaNQplZWUYMGAAJk2ahKVLl5IGy/bt2zFr1iyMHDkS/fr1Q21tLaZNm9btMekwNm3ahL/7u7/DtGnTUF9fj5KSElRVVWHs2LH467/+a7z77rvS8g0NDb5ZV/TX2Nio1Rc8yMyEPPNoEqZ03ik/KxNbpEdUiwxFHtVEnZW+ioqsmOQ96PSrbtBo1LgRkZXMtqvTJJ0H07gzU3doUtBxpWYKzBCf+tSnWFFREfvVr36lzPvcc8+xXC7HPvWpT5lWFwt27drFGhoaGAAGgJWXl7PS0lL/+/jx49nhw4eN5W/cuJENHDjQl1dZWcn69Onjf586dSo7efKksPxzzz3HysvL/fzV1dWsqKjI/37rrbeyzs7ObuV+9rOf+Xm8v3w+z4qLi/3vJSUl7Mc//rGw7hEjRvh1Dh48mPv3hS98QdkHzc3NDABrbm7ucj3C0HP4f6D0oUk/U8skdQ+zMlayoocIQf3Cuop0967HOU5MZWa9v23AZht1ZSXRv6L1v5suphVUV1ezsrIyUt7Ozk5WVlbGqqurTauzjtOnT7Nx48YxAGzIkCHs5ZdfZowx1tHRwVasWMGqqqoYADZ9+nQj+UeOHGF1dXUMADvvvPPYhg0bGGOMtbW1sYcffpj17duXAWCzZ8/mlt+xYwerqKhgANjEiRPZtm3bGGOMtba2snnz5vmEYvHixd3KLlu2jJWWlrIbb7yRPffcc/4gaGtrY6tWrWJjx45lAFgul/PbHYZHRJYtW2bUfg/UgSiD6YThlTNZkL2+TgsqnZPUw2ZfxEWkosLmptwbNlMqTMZOVudeVuTFjajEMHYiUlZWxvL5PDl/Pp8nE5cksHTpUn+Qr1u3rlv6E0884aevWrVKW/69997LALCysjK2Y8eObumLFi1iAFhxcbFPMoK48cYbGQBWV1fHmpqauqXfcccdvsUibLV555132J49e4S6NTU1+STp8ssv5+axTUSikAkdkhB1oUtyk6XKUMmSpUfRw2Ybkq43DmTxxKmqO8mN3HQc6hLSrI6PMApFzzjhjT8VETGOERk2bBhaW1uxZcsWZd7NmzejpaUlUy+9e+yxxwAAkydP5r4D58tf/jJGjhwJAHj88ce15XtlgnKCuOeee1BZWYmOjg4sX768S9qxY8f8GJDZs2ejpqamW/m5c+cCOBMM9Mwzz3RJGzVqFIYOHSrUraamBldffTUAdHl7cpxobm429uUyib85mC7K40EUCxEuL/tdjzjjJML1yNpNrctED1VZ1W+jRK1fp0yS/m/V2Er7MVle/FR4fMvKREVc4zBcPul+lYEa45Y1UGOIoo4P6lvXjYnI5ZdfDsYY/uqv/gonT54U5jt58iT+6q/+CrlcDp/97GdNq7OK48ePY+3atQCA6dOnc/PkcjlcccUVAICXXnpJS/62bdvwwQcfSOVXVlZi0qRJXPlr1qzBiRMnpOUbGhowevRoI/0AoF+/fgCQ2A/P5fP5Lpt8EkF0YVAXhjAZUREVW9BdbNP6QSiRbt71rJADW6C0R7ThU8ra6i9d4igrkyR0dZAFZMY99pIim1F/60cFyiEn/ARhnDAmIt/61rdQWlqKNWvW4BOf+AQeeeQR7Nq1C+3t7Whvb8fOnTuxdOlSfOITn8CaNWtQUlKCb37zmzZ1N8bWrVvR2dkJABg7dqwwn5e2b98+HD58mCx/8+bN3WTI5L/99tvC8ueff76yPMUqFcZvfvMbAMC4ceOk+R544AH/qZsBAwagsbERf//3f4+mpibtOoHuE0B1ulZNdJ0fO+NdDy9guo/qpkGoPAR1pC7EJguLbv4sbG42EWWjpJSNu7/SIIhxgjfuqdbDKEhyY9ZpR1wE2Eaf5vN5Uj7jl7+cc845eOyxx3DTTTfhD3/4A+644w5uPsYY+vbti8ceewznnHOOaXVWsXfvXv9zfX29MF8wbe/evRgwYEAs8ltaWnD06FH/N1a88v3790d5ebmyfLA+Cp588km89dZbAIDbb79dmnfLli3o168fKioq0NTUhLVr12Lt2rV46KGH8NRTT2HixInkeltaWvzPpaWlKC0tVZ6uVTAxB4tcPNR6TczESW02slMxLw/l9xK8xVeHnAU3P4pOJsjS7yVEQdz9QH0EXfe3M6j3ljIeqGOGWj8FuuULaaylRYDb2trQ1tbmf9+9ezeGDx+uLBfpJ97/8i//Eq+//jqmTZsG4L/Nk95fLpfD9OnT8cYbb+Av//Ivo1RlFa2trf5n2UYfTAuWiVu+91lWNpiuo9u7776LO++8EwDQ2NiImTNncvN98YtfxMqVK3HgwAGcOHECTU1N+Oijj/CP//iPqKysxL59+3DVVVdhx44d5Lrz+bz/d//99yvzx+2/VMkptBOkiaWDStZ4p1ARVETNhrWLUl4HpvfaRlxM1FN2lBgiUT7K71FQDwEigiFzf5rA1HIniwmTlcsi0l6z7r///i7rPIWEABEsIh4+9alP4YUXXkBzczPeeustHDhwAABQW1uLT33qU2TTjAqPPvoobr31VuPyL7zwgh/z0VvhkYcjR45g6NCh+Ld/+zcUFfG5KO/H5wYNGoSvf/3ruOSSS9DY2Ijm5mYsWLCAFMy7e/fuLr+sV1paqiwjOzlRT4EyiEytSf6IGVVPwH7Qqu4pN1zO9ESaFSuSDehal3iIa/PQvT8iq5nJfeDVTekrHcjkxyXHlhWOuo7p1qnTx6bjVYa5c+fib/7mb/zvLS0tJDISmYh4yOfzmDx5si1xsaKqqsr/LHshXzAtWEZXvuinbUXyvc+qlwV66RTdDhw4gMsvvxzvvfceBg8ejFdeecX4KaaLL74Y1113HZYvX45nn32WdKKrrq7W/ol3HqguFNWElD2VkuQGmIUYAtO60iIKcbhkbMiTjbEo0I1bEukTNb+Ou8RUVtbdbbZ0M3UF69ahY/Wk1ieT6bncvTFLfWrGGhGJG9dffz0+97nPGZcPWmaCj7bu2bMHF1xwAbfMnj17uGVUCMsXbcCe/Orq6i7v4PHKNzU14fjx40IXjVdepduBAwfwmc98Bm+//TZqa2vx6quv4rzzziO3h4dLLrkEy5cvR3NzMw4dOoRBgwZFkkeBjMED4o2AR0p04x4oepgi64uvDHHqLpJt80Rqs2z4enizobQnzjaLwHOZmM6PqFaPQp0HURG2ztqyHsXRnzrjNRgXKIMVIvLmm29ixYoV2LhxYxfXzEUXXYTrrrsOF110UeQ6PKZlA6NHj0ZRURE6OzuxefNm4SOy3tMrdXV15EBVoOuTMps3b/YfsxXJHzNmjLD8li1bMGHCBGl52ZM1Bw4cwOTJk7uQkHB9WQDFfxxcHCmLpWpBp5xgRXrotEWFqK4OKmzID/e7rjzbC60porj9RHmi3EcVadaRK5pLsnnCa3tUq0XS9zQrhD4KAdMloWm32VrdLAKOHDnCrrnmGlZUVMSKiopYLpfr8uddv/rqqyO9syUOTJo0iQFgn/nMZ7jpnZ2d7JxzzmEA2M0336wt/+yzz2YA2G233cZNP3r0KKusrGQA2Lx587qllZWVMQDsvvvu45bftWsXA878at1Pf/pTbp59+/axMWPGMACstraWbd68WbsdIni//FpdXc19340H2U/8evqLvvMQcchGkkXRz0Y9thF3/ab90tsR11imys3qfRPppNtGXh6KbFNElZHFe+FBR7dg3th/4v3kyZP+i+9yuRwbPnw4u+mmm9h3vvMd9p3vfIfddNNNbMSIET4h+dSnPiV9wVvS8H7iPZfLsfXr13dLf/LJJ/2JGuUn3svLy9nOnTu7pS9evJgB6p94HzJkCDty5Ei39NmzZzMArKqqikvy9u/f75OQwYMHsy1btpB1lxELxhj73e9+578r5ytf+Yo0b/An3sOD2XTieeWSJC2evKQWC1v1ZHWzMUGc7YhjLMW1udmcS6Y6UPToKePOoStk62/4WuxE5Hvf+x7L5XKsrKyMPfLII8LNa9myZaysrIwVFRWxv/u7vzOtzjra29v9l97V19f7ZKOjo4OtXLmSVVdXM0D80rv58+f7E5FHNIIvvRszZgzbuHEjY+zMi+d++MMfspKSEgbQXno3adIk9u677zLGzlhLFi5cyHK5HAP4L707cOAAO//88xlw5l01b7/9tlbf3H333eyuu+5iq1evZq2trf71gwcPsoceesjvm6qqKvaHP/xBKsvkpXeqRdb0NGQTpieEpGFjY4hDf53Tatz12pZtc3wWApEMt1t08DCVq5OW9b7SRVoEk1KWki92InL++eezoqIi9pOf/ESZ9yc/+QnL5XJszJgxptXFgp07d7KGhga/U8vLy1m/fv387+PHjxe6lFREhDHGNm7cyAYOHOjnq6qq8i0JANjUqVOlVqLnnnuOlZeX+/nz+TwrLi72v8+cOZNLABcuXOjnqaioYIMHD5b+ffDBB13K33LLLX75XC7H8vk869+/f5cFZsiQIey1115T9nEcRKRQEIWs9GQzb1QUettskliqtaLQSV6W6kwahdxG6vpvHKy6Y8cO9OnTB7fccosy780334y7774bO3fuNK0uFjQ0NGDTpk144IEH8Itf/AI7d+5E3759cf755+P666/HPffcg5KSEmP5F154IbZs2YLFixfjV7/6FXbv3o2KigqMHTsWt9xyC2677Tbh73gAwJVXXolNmzZh8eLFePnll7F3717U1NTgU5/6FGbNmoVrrrmGW877+XrgzAv0jh07JtUz/L6ZO++8E3V1dVi/fj127tyJQ4cO4dSpU6itrcW4ceNw1VVX4bbbbrP2GzFhME4QoOoRXF3Y+B0SFYLlk/oVx97wRE/W9NFFVP11A7VFT8XYBk9m3OMnrbFgGjisWweQzfFufZ1hhtJqa2vR0dGBQ4cOkfIPHDgQxcXF/lM1Dr0DLS0tyOfzaG5uVv6OiC2yEccEzuKGbIJCaIftH3lKC0Eds6JvlLkRVxuS2NTjRFz6x53fFmT1Utd/4594v/DCC3HkyBHSe0727NmDpqYm4WOoDg4imEwsxuz8Kirv0V1enrh+GdMmTDegqG2jlA/nCW7etuuKG6IxIxs/4XJx6cPTRadezwpjG9QxaWuTDbchqXGjGgOy/BQdo/SPTH4wLa7xakxEvJ9xnTNnjjLvN7/5TeRyuS4//erQuyFaIHUGOG+C2NSJMrF5pIenSxIbjaiONH8QSeX+kvWLrF95ctM001N0kJECyhgygcjNKUrXkafSMYkN30Qmr0+iIOq9o4yZuMe2jCSp2ifTjeq+NyYiU6ZMwb/8y7/gF7/4BS6//HKsXr0a7e3tfnp7eztWr16Nz372s/jlL3+Jhx9+GJdffrlpdQ49DKLBLfIzq2RQTtGqBcLWZKdskrYsDZRTd1bM2bwFTMd6pTM2koRq7HmEi9pOGbk0aa9s44hC5lX3w/aGT9UhDUQhdzLYiCeKUoY3Vrw5S5FN/Yl34xiRc845BwD8t7MCQJ8+fTBo0CDkcjl89NFHOH36NIAzb4k966yz+Arkcti+fbuJCg4FAKqPMKv+XwoKWXdduLYmLyOLyFq7sqBPmjpktW7q+m/81MyuXbu6XWtvb8cf//jHbtdlT25k4UTj0DOge+q0FWBmu84so9D0pzxhEs5rIl8E0YkyqacudJ+WodYXNR7B9jiyFROm46IIX9ctaxNJB3dT2x37S++WLVtmWtTBoRt0JxJvYulMNGp9aZhZTTaQ3giK/9xkTOj0tw6poLjRdOun1hf+LqpDttlGJU+6cyrpcW8yjnguV511KY7DE6+MTaIiihuJRE5NXTMODhRQTHOUgS3LE2dAl+4ibCLbwT5M+zYJS0VWUQhtsmkhipI/rr6iWq2A5KyTQZ3Cdav0jf3xXQcHW+AF+4lOFaInD6ibh6luNsGbzFHkFAKS1DUKCaHmiWsTSPqeyuYcTxdb+nlybD5hYlqWEgxvUw8ZePdAFGxsI3CZkj9syYuj7daJyJ49e/DBBx/YFuvQCyAy54ryRN3IdUBZpE1l6S6QqnJxwrTdUU6xcdfFexrAZHMSydXJn+SYBvQ3Wx3zvU69cZIeFSjrTpoQ3QeTOaVbJmyVpj6B5SH2x3dFuOiii/wnahwckkCci3dw8lHl6+ghW4CzaCZXLTwiyDZ3Wb6g601VTheifrZ16tPdtFUxJFnaHGVQuTR4+ShW0SSRhbmn46ahXo+C4D2iyqcGq8bimsnCTXToGaBMROrGHeUEwTNRivTRsXBEOXUWEqibu+mGpGOxEo2X8ALrfQ/Lsr3I6wTG6iANl59q85TFdKVhEbIF2/qKYuLC0Ami1a1fJFc0l6OsWy5GxCF1UFg97zMvIjyuBczGZtHTCIZNN0WYeESN+aHch7C1K+iakeli001nAzbcSEE5ImsM5SRsQho9+RSiHxVprw9R5MnqsO3GNbXE6Obx4IiIQ+qQsXpv8eNZJngEJMpk1dWPd4KmIO4TdlTEadY1TQ9DJyBV5P4KkgzeJkgdS5R8VPeeiand1iaoIm8qgmgzkDUNwpD2PIxitUjKWqZTn45Ojog4ZBrhxU8UM6AKMvTyUEENnjPx64cJVNKLiAqFYLnR0TEO9xflXnv3VmfDoJraZfXqQPdkGxchCs+jNMZg8F4lQUpkgZ8URHFjxb3m6Oa3TkQKYRFzyCZMNn+dNB1QNi8bpwKVWykO33OciCOgNy3I4kMo4zJoWYlzXbRFADyINsi4LXlJjgmVOyvJWJUo8z6qZZCabtu1E4bxL6uK8K1vfQtHjx61Ldahh0M0oaKcfEUBXzbcALbkBNN4iNInvPq8U19cG2PUWJo4ddOFrO95rkLbSKsvqFaZoAXBRE9KXEhcfaA7ToPWLduHnShzXGccUtNFsmId6ywrs96hR4L6y3oq6E4CW5PJ1uTL0gYbN3RPaboLfBoLZRz1hOVQ5KYxjlR1RtFJFP/lkCx0CKXOfYr9l1U//vGPY/HixThw4ICpCAcHMnTNjya+9rCMOE4/hQgd87Run1ECQ0VlqNej+rej+vKpwZcqN52qboqJ3+RpB133YvCPCpvkLi4UgjvRg2msC2UMxbGWGRORHTt24G//9m8xfPhw/OVf/iVWrVplUy+HXg7TCWRjkuhsjoW0OCUBUTBxGLI8tvuU51azCerirdqcozwFIQI1rklWt05sgRcPQ42L4c01k/sT1UVEqdf2Bhzn2kFdw4L9JrpnuhZkExgTke9+97sYOnQo2tvb8dRTT2HatGn4+Mc/jn/4h39wVhIHLYgC/3QGNXXC6aaZ1Es9hdpYiJIgQnEEqtkOOKbcX+pmRdm8eRs3hUioYiKiwHbQKlWu7ftlIi9KwKaJVc4GsmAlpaybYQItW9+MXXRRYkQ6Ozvx/PPP41//9V/x4osvoqOjA7lcDn369MGMGTNw++2347Of/aypeIceAJmP0MRHbhPU+rLmu85inEBvqSuOoEUTmNYvC7yOI/bFZj/FPV/TvqdxIcl7EE6nxohYC1bdu3cvHnnkEfz0pz/F+++/7ys1cuRI3HHHHZg5cyZqa2ttVOVQQNANVhUtYiaTSWfS9NRFKApMF/44Fr6sbC5hfdIOnBXVJ6vf1I0Rni9hGXEGtcYhJ23YCvKNWibO/kyciHhgjOGll17CT37yE/zqV79Ce3u7s5L0YkR9aoayaOpMpCROhIWAONtqQvCy0vdRx1IciFpP3OObSmyCelDyU+uWuc7C7VbVndR4tV1eR2+AHvQcVUcPiRORIPbu3YsbbrgB//Ef/9FFsY9//OOYM2cOvvrVr6K4uDiu6h0ygCSIiC0kWVewzkLbgNNA0qc5itye7iKLo8403W4icpI1xG05Smps53I5NDc3x/v4rgwffPAB5s+fj4svvhivvfaar9QnP/lJFBcX4w9/+ANmz56NP/uzP8NHH30UhwoOGYZO8CZj6fzcc1LIStu8xTmpANpwAKmqjMmCKguwU4FyX2y7fCg6Bi0KJnWYlLHZTp41UvadClkQavB7nBYhW2V0LBsmdVHGkI1+0pFhjYh0dHTgmWeewZVXXomPfexj+N73voc9e/ZgwIABmDNnDt599128+eab2L17N+bNm4eKigq89dZbmDt3ri0VHDIOlcWBd3qhypSlUWX1dNKjAq/9un2oUxfvv4kMSnoUX3yc+YNlqDqG3QxUyFwYOmV0ZejINyValBO+Tn6bdeuU0VmrVGVkcyvYzyoyyJNvez2I7JrZtWsXlixZgmXLlmH//v1+o//8z/8cs2fPxrXXXouSkpJu5TZu3Ig//dM/xZAhQ7Bnz54oKjhkGDzXTFbMonEGWRYCkozfSEOGKmCzEF0cScT29MSYKao7woMojowqK6ouNuTK4uHirCMIqmve+F0zTz31FH7yk5/g1Vdf9U9S1dXV+MpXvoLZs2dj7Nix0vIXXXQR6urqsG/fPlMVHAoUtia0LT1E39NAkrEJ1M0myqbklbNt6qXqbZJmAoo/nlqnSpbNTTEIG1aqpEFtv+reqMiXyrqmcx/i6lcdEkJ1a6pkqtqSz+dJuhsTkb/8y7/0P48fPx533nknbrjhBlRUVJBl8CwlDr0HUczlOhMqSnrSSDo2IapFRGcBj1JPFLk2oNKN4m6kwobLyab1yBRJWaSiyAoTZV2Cp0u0dd1wptAhUzy3lel8D8MLVlXBmIj069cP1113HWbPno0//dM/NZKxa9cu0+odegBMFxAd33/U9KwgLcKURFBbFFlJbKBxmeJ1rV86G4CuSV63fVEtQLatOCLILAO2rXSqeoP5KRYHHTIk00WVh0q+dNZdD7FbRPbu3YuamhrT4g4OkReCKAu8rbqSgo26TU5jWbVQxFmvyvxMtbKpNjwTQkHZNExM6LqIc3O3CdHGa5uY6YJiPTSZe8E5Hm6jrN0661scVh3jp2YcCXFIG5QF3tZTH1lbYE0QZaOI4+kZ25H3SdVPtbLpukZs6KB7ijYBr2zUcRUFUZ6ykT0REkU32f2xVQ9PFs9qQbFS6R5OKO0DzrhmKIjld0QcHKLC1iZF2RRsLARJlEsTvNNUnOQuLDuOPot7w9ZBUq4KG/Wl7Y6zKYNimbAJqoVCBhHpyOX4v0UjI1069fGuBeuMYjV2RMQhFfDYfBA6ZkLZBFPVo1NX2uXSRhRzf9QTv+lirapblGZqfpYt2rrQKRfldK1bphCJtAniOLzI6qDKlLlWvD8ekdepK7iuysha0DrCq5cKR0QcUoEs8Im6iXhlbQdYUevuLQjfD9GmJ9uEo5CvKKZ3Vd02TNWqcqaELXiSpQYNm+itq1+UDSdumJIqysYc/KyyMkQdsxSELREy8hAmISrXlMr9EraIeH+mFlNHRBwyB9WE1D11mqbZdEMUMoIbT/gEFM6nQhILdFTYtGrogrfJm8b26BB6KmSEJ405EtU1QG1PeA6o6tN1h0SZFzzrBI8shMuFP4tITJisydaAcD3Up2Z6PRFpbW3FggULMG7cOFRWViKfz2PChAl48MEHcerUqcjy9+/fjzlz5mDUqFEoKyvDgAEDMGnSJCxdupQ0abZv345Zs2Zh5MiR6NevH2prazFt2jQ8/fTT0nKXXXZZN7Ya/hs2bJiy/tWrV+NLX/oShgwZgtLSUgwbNgw33ngj3nrrLXIfRAH1hCk7pZmciE3z9VTYshBksR95G384PS6LThw+/bCc8GcdiEiZqTvVNsmz0UaZLjILVRTXjWrM6ZTlIeiiibrGUa1tPFJDDVYF68XYtWsXa2hoYAAYAFZeXs5KS0v97+PHj2eHDx82lr9x40Y2cOBAX15lZSXr06eP/33q1Kns5MmTwvLPPfccKy8v9/NXV1ezoqIi//utt97KOjs7uWUvvfRSBoBVVFSwwYMHc//Gjx8v1X/+/Pl+XblcjuXzef97nz592JIlS5R90NzczACw5uZmZd4wvOFJHaa6+Xsy4uiDrMuUyVLVEzWdUjYoI4quUaErPw5dbbQxzXkuu5dx32dvDabIpubT1Scsn/fHGH3977Ur9unTp9m4ceMYADZkyBD28ssvM8YY6+joYCtWrGBVVVUMAJs+fbqR/CNHjrC6ujoGgJ133nlsw4YNjDHG2tra2MMPP8z69u3LALDZs2dzy+/YsYNVVFQwAGzixIls27ZtjDHGWltb2bx58/ybvXjxYm55j4jMnz/fSP8nn3zSr2PWrFns4MGDjDHGdu/ezWbMmMEAsOLiYrZu3TqpHMpAFE0AG5NYNRHTRJqLuG2o7mEWdZYhC/pmQQcqCklXFWRrhilhVZFRUzJDTZfJtwEeCWHMERElli5d6ncabzN94okn/PRVq1Zpy7/33nsZAFZWVsZ27NjRLX3RokX+Zu6RjCBuvPFGBoDV1dWxpqambul33HGHbyXhWW2iEJHTp0+zESNGMABs2rRp3dLb2tp8EtfY2CiVRR6IxMnPy5PGIphknZS6dK1GUWTYqLtQNq4oRNakXBaIcxybVJwy0u4vD7okJKplKs52m47DcBnq+t9rY0Qee+wxAMDkyZNxySWXdEv/8pe/jJEjRwIAHn/8cW35XpmgnCDuueceVFZWoqOjA8uXL++SduzYMT8GZPbs2dwfj5s7dy6AM283fOaZZ7T1k+G3v/0t3n//fQDA3/7t33ZLLykpwZw5cwAAa9aswY4dOyLXyZj5L1AySXyICDb973GDUhdVH1m+cFrUPqIGyUWRb5JGSfcgG5eUsrp1BuuL+lh6MF3n6Q6T9lKDvsN5TR5Z5cVXUJ7g4qWbjnGdPvV01+1XVRwJT15YL4qevL4zGfdRnqjqlUTk+PHjWLt2LQBg+vTp3Dy5XA5XXHEFAOCll17Skr9t2zZ88MEHUvmVlZWYNGkSV/6aNWtw4sQJafmGhgaMHj3aSD8VXn75ZQBAVVUVJk6cyM0T1MvLbxO6AXHBxZu64EfRLW0krQNlo7H1tAcVOqSKmi7bJKNsWib5qO1TERcqyY+yOevc56iE1NvsRE+16OjAk0UtzyMG1CBWytww7RtZvcHvPILEeyxXt24TvXslEdm6dSs6OzsBAGPHjhXm89L27duHw4cPk+Vv3ry5mwyZ/LfffltY/vzzz1eW37JlizDP8uXL0dDQgNLSUtTU1OCiiy7Cd7/7Xezdu1ep/+jRo1FcXMzNU1tbi7POOktZvyl4E1X3RBkXkrSGpKmD7oZBOckHYWujpyIqQdVtH0WmST6d8iYbiU2Y3FPTeW5KcERrhoyYUZ7Qo7QjSv/w/gcJRtiyESQWugTM1OJERa8kIsFNuL6+XpgvmCbbuKPKb2lpwdGjR7uV79+/P8rLy5XlZbq999572Lt3LyoqKtDS0oI333wTixYtwujRo/HLX/5Sqr9Md2r9HlpaWrr8tbW1+WnUia4iJlSTbxYsGj0Z1A07fIq1YaXScRGoYOoq5CHqI8CmsHmq9qCzeVHql7nwKGVNdVNdD5/wZTryxh/FOqEiLjK5vP8qMhYmILzv4fw8fURta2trQ0tLC5qbm/21noJeSURaW1v9z7KNPpgWLBO3fO+zrGwwnafbZZddhmXLlmHPnj1oa2vD4cOH0dTUhGXLlqG2thYtLS247rrr8Prrrwv1j1J/GMOHD0c+n/f/7r//fm4+1UCXmWOD31UnW9uMPg3onNTiqEsFU3+xKahm8ajxAabQidNIG1RCF4X4BU/wUeJweGsAhQRTr4ctDd614H+qW0K3rSq51LHs1ctzyVAODtT23X///V3W+eHDh0vzeygYIvLoo4928Vvp/r344otpNyFRLFiwADNnzsTQoUP9AZbP5zFz5kysW7cONTU1aG9vx7e//e1E9Nm9ezeam5v9Py/YFlCbVGULOCWAiycjDv9s0hCdeHRA3QTj6g+d07eMeFE2R9ECnAQom5goPQ3ouhhM67BBVnlrgK5VR7UJi9aZqGMoqiVIpkcUMqnqQ5HsuXPndlnnd+/eLZQRRMEQEZuoqqryPx8/flyYL5gWLBO3fO+zrGwwXUc3APjYxz6Gu+66C8CZwNiDBw92SY+j/urqalRXVyOfz6O6uhqlpaXd8lD8rmH/pwgiv6mqrt4GqulcN41imaIgfO/DxIQ3NqhklJJmc5wE9ZON33C+uPWigDI3TRE1tsWGe8ZkzNjQgdJ2lZvadCzwLFLBcWli7SotLfXXeu+Pgj6auqeG66+/Hp/73OeMywd/837o0KH+5z179uCCCy7gltmzZw+3jAph+aKb4cmvrq5GZWVlt/JNTU04fvy40EXildfRzYP3yDJjDLt27cKgQYO61P/WW291aX/U+vP5PMkKQfEri/KEzY62NsO4YBo3oFsuanyCys1FuW5DZ12rlo58m/EglDqphFqmV9T7qkJUtwlFdviz912WPwyRy0EGapuo/Rxui2x9oq5xVD11xi7PshOsy9RCExUFQ0RKS0u5p2gTjB49GkVFRejs7MTmzZuFj8h6T4/U1dVhwIABZPnBJ2U2b97sP2Yrkj9mzBhh+S1btmDChAnS8rIna0wwduxY/OpXv8LWrVvR0dHBfXLmwIED+Oijj8j1e+8csOUSCU8eXTdFFshJUjqEF/k02q5bJ+++6ljD0nC9mZAKU9JNKUvVS4Q4x4mMBIZP5KITe7iMzNWlczAJb8Y6Y83GmiPqD1Gd1LRwHtnaqbpuex3pla6Z8vJy//cxRLEjjDH8+te/BgBMnTpVS/6oUaNw9tlnS+UfO3YMr732Gld+Y2MjysrKpOXff/99bN261Ug/AFi/fj2AMwOroaGhS9qUKVMAnAlCXbduHbd8UC8vv23IzMHBBULH7aKKOUgLOrrEZd3IGkw3YJ5p2cQiowtRvVHqiMv1kVXI4mdU/SUiDcF1QrS58iwBYQuBykVCRdT7IesTGUHhWT7CbeTJDMuP5TDDeim8n3jP5XJs/fr13dKD71qJ8hPv5eXlbOfOnd3SFy9ezAD1T7wPGTKEHTlypFv67NmzGQBWVVXV7SfeRS/C87Bjxw7Wv39/Bpx5j00YwZ94v/LKK7ulnzp1il1wwQUMsPcT7zbBG9aFMNRt6iiTlXRfJFFfuI5CuN9ZQpz95a2jtuvRGePB7xQdgjrzvuvootLHBkTyTHSWtZuqt5fPvWtGgfb2dv99KfX19T7Z6OjoYCtXrmTV1dUMEL/0LvhmWh7RCL70bsyYMWzjxo2MsTPvafnhD3/ISkpKGEB76d2kSZPYu+++yxhj7OjRo2zhwoUsl8sxgP/Su0WLFrGbb76ZPf/8813eU9Pc3Mwee+wxX6++ffuyNWvWcOsPErHZs2ezQ4cOMcYY+/DDD9nVV1/tkygbL73Tgcmk6EmIY0HnyU9Tlu02ZomUxYGo/ewgh+lmbKs+WzJldckObzr6hPM5IkLAzp07WUNDg9/R5eXlrF+/fv738ePHc18ox5iaiDDG2MaNG9nAgQP9fFVVVf5bdwGwqVOnspMnTwr1e+6551h5ebmfP5/Ps+LiYv/7zJkzudaPoG5evQMGDGBFRUVdZD399NPS/gnKyeVyrKamxv/ep08ftmTJEml5xsyIiI2NiGIVSWshTmIhiyN/mhtXHIuzJzdNRN3g0tY/CKqlIe66bROzOO6LauNXlYmjr3nro4rAqGS5l94R0NDQgE2bNmHevHkYO3Yscrkc+vbtiwsvvBAPPPAA1q9fj/79+xvLv/DCC7FlyxZ84xvfwLnnnov29nZUVFSgsbERS5YswQsvvCANwL3yyiuxadMm3H777WhoaMCJEydQU1ODKVOm4KmnnsKyZcu4/rxrr70W8+bNw5QpUzBy5Ejkcjm0tLSgf//+aGxsxH333Ydt27bh6quvluq/YMECvPLKK5gxYwZqa2tx/Phx1NfX44YbbsD69evxta99zbhvZGCC2A8KVL/NwKtHR64NmLRLBJ5/V1e+LH9cUfSiJyNEYAL/vm4dPLlJQubTN9Elaf1loOgS5R7KHmWm9CMlxkR2nTpmTYOlVeue7liR6a26znv6RxbEG/WJthzL0kh26HFoaWlBPp9Hc3Oz8pny8EBP4gmPpJ8i4T2q2JunILX9oqek4orijwLebzHwdMuSzlGQ1GPowXKAnHDENcdEj5VT6tPV25ae1DkSzkd5Okclk7r+92qLiEPyoJx6wycDG9YIWxaNqHLCkzbtjUh24gw/wWCjDt1yvEc4eSfDtPtRBJElh0dWChWmfR9XOZM5Rr0HMkuGqj7bVgSRnLAs2RyRPTHDG59hMiVrj864dkTEIVGkZX6mmDt15IQf+YsDSWxQMnOvLUuDrLwqzab7LK7+NNlQorpkso4o5JMC2yROdQ9MH8OWEX2K+5gCGRmgIkwwvPVN5vYSPfYs+i6DIyIOqaJQT4M6m6SNBSYt2NZB11+tAxO/fBL1UlCo80CEKC4X6nXdekzIBOW6rTkSVU6U+DAdEsGzUkaFIyIOqcI7dQPRf2xMt0wSVg0gG4RCBRvWhCjBoWn1ka1TqQniJGW2kKQuwY0trY2eGnwqi52wXT8VFKsOZZ7bdLsEX60igyMiDqmDFxOShAsnCatG1LJJwcSaIMqThMsqrjqimOh1y4jGuw1Tuy1QTsZx1Zs0CQr+D17XWVeixnnYtCSF86jawnO7iNZmqp7eqz1UcETEIROI4wRkA6qnHijlk1pUTf3Ytuu2GfnPg02TMKW+cN26MqOQvCzNhSBsPuEhQhKHBB15ulZBnT6K0pe6MUlhiOYub92SBbDK5KrgiIhDJmBqItfJZ3PBCi8yqlNvEhtK3BuaLV89VW5SFpZwfTbrNCEuthC3xSLuOigwJUSyzTOK+zAtCxKvDpMngXjEg+c6D1634W51RMQhcwguBqrJRNk8qOZEXnnqJEt7AYoCKkkz8YtT8qnkJhnHEcVEHixvCpuENavWFB3ozH8dqOa1qQtOtFmL6tSxYurOURNizdNRFDNic81zRMQhc1CZBykbGsVVQDE72kCST1WY6B7V1SE6NXnfqe4t0WlMdJ9EML1/Nu57VLIWBWkQ3qy4Z+IGNchT150kW3Nkhx3de62jlyhgNyxPNtd14YiIQ2owZelRTaSqPFlZ/IJIwtdsI2Kfdwqkuox4Cy2vfJyn5LhiT3Tkmt6HLI7bKEgq9oMHXYun7lqiK1+XjIfLUyGaA+HDBq/NwbK6Y9EREYdMIWs+cspJKKlAUBP/rw5kp3mdgLSwJcMkiFblt44Ttvo2SKZ0xkmhEgoTV0KSiKtfKS4K2dwNp/HGe9zBrDyYWGGdRcShoCA6RaTpI9eJEQmmx+UqCOsgsh5EBcXCIDIhy9xhlNORLesWTzdT2Fq4wwF9uuMkaxs5QA9Y9ua3DSubjg4qJNWnYdeLbO5GjevQySs7UOhYGsNjm+LOkcEREYceDdVJnhJLEhVRF+S4odNu2eYgWkSTanuclgSTYF4dlwyv/7JoGdF1EcbRhiz1C8Viqgtq35nEwcnqDB42KMSZR0xMD0uOiDikgqQWE5WPNqnTdpYWT1OoAkvD32VBqnEgTsJj0gZZIKJKvkl9abg149iIo9ZpWxZv3KvGtikRs93v4THI00c0l8MxIaJyNua5IyIODgTobCq6yKpMGdmIGoWvWzcFlEXWdp0UpE26daFjjaEEcepu9rZ048GE8PHGvY2+NnEFB/NRXJ7BwFJKPJZKXvAzzwpiCkdEHBw0YOrDFSEuE3wWLDDeYmlCEKKSCpkcG3mjIMtuOsBeP4Q3LGp8SVZBCb7WgUlsmW7dYXeLqB5ZfJJoLtocx46IOKQK25M7SdhYPNNcgE3IgC3E7eqgwOZJXUdGXOb6LCPqkx9R+8BGgGvYAhD32hV1vFNcJqJ4EEp8CC8myhSOiDikijiD2pJGIW0YohNSVp/cCJ/QbOhFWUjTIJtRiYtKXlKwWa/OpkcJRJfFO6lckpT7Y9MdaRoAyovTsj22THULwxERBwdLKCQyZSMGgALVU0tU2Ajm1K1DB3FuuknLs2E9iAuUg4vuUyc6Y8v0KTvdgGVbrg9KsKouRCTOWUQcehySiIyPc9G0NUGThsmmpeP7N10Qw/Wk0b+2YxxMT81JbfZRy1I39KQhckcE00UwdUno9qlJbJUopkQnDo1CtHSvU+CIiEMmYfNUGMfECUJlCi4kS4kuvAVTtUDa8HPLzMtxn+JVi7nuBgGYx8mkHVcUh1ssbvDmpqgtvPEkCxzltSUqCQuuKVHHJ6Wvw3EwonQT2RQ4IuKQCrJi/tWVJYsjoGzIPRWyU2Jw89QlDbwnLsKbMW8R1q1DBJWPnSKj0Igo1SIQ5xy2MS+D13nkQ2bdoLhrTPtBJzYprCN1/qgsIeHDk+jgpGtRCcrUgSMiDqnAlvnXBFECMinR5KZlexJs9oPKCqB7ItWtW/Y9LnKZJmlNIn4oyjzSyU8hFMFNmWoNMYFIrm6dYaIQvuZ9txFHQ80T1if8WQVHRBx6FXjsXrQ4UWJLdEynScG2Plmz5FD6PAmddU+KwXK29egpSKItovkv2px1SZNoM47jkGI7+DRK2WDsje7ccETEodeAd+IJm1dlZttwGVU+URkTvXVgWx/eCUyFOC0FlD63aX2y7R9XldNdxG3HOsUBqmzb1k5qXpttp8aHyeYVz5WkIuCi9qjKyKxEOvMsSlycIyIOqYMX7BkHKObIJN0nNoIk44TMd61C1ABSkQ5x9IVKz6T7Py1iISLlNpBUH6ZB4ESw4fINx1fx4lJUcR6yWBZZvTziY2INpsAREYfUoeOv9GB7k0vyJKZTp6leNvonalCi7KRFAYWEqTZNSn2FErtj2zIm6rso8zFtN5FufIetoFgvzeaaIkNwbtpwDYXziwgHtV5dOCLiUFCgmgyjytBd0JJ0vVAQxSIR1Qphqz06RE1EmqKSobggM52LTpq2x5gJ4RDJNpVl81TNq5/qWqBu0nG4BHWtDt61sKs5uK6p1jiVu1H0P1hvWH6UceSIiEPmoWL1JguZimjoLmi69ZnI1g1CTSsATkaCqAu+aSxK3PE6pghuHmEdeGPNto68e6JDtmUWpyiWszjaahOU+WTjcBSEKgbNuyYjUaqDCC8+hRJXwtPHRqyNIyIOmUCUjVp3ARBNbgpMFmsd+TJQSFgSQZq86zb1oG5ONk/SccSzBBHePGxD1+UVPk0DZrFTtk7EWYTNGC4ZuVa5OHgbPcViphPPxdMzSHRUVhnvmukYcETEIRNIy/yvK89ksY4TtoJCATqZSLqdOqczalmerCi66MjQrUMnzoVn1g8TD9Vp2iYopDWr9VLGF8+yoCOLd79EbhCRK4YnU+cQEdbR+5P1oSqfLhwRcUgcUQaurhnU9kbkybQVf2EDSW/GYblRTkIURLWuAPYsHkmQMNXJlkqGeBtL0iRS5DbIcr2mrl5dKx6PUPDun4hIisa2Ko2iG0+XoL5h3Xnt1+lHR0QcEoeNjYUHirnSBqKY2FW+2ahIqg+CcgvBJB+Xa8wUpjEwUfSIcyNOGqK5Y/uQY5vEi4iiSIbK9aEiQDqHFCqR4FlCeMRHZ5w6IuLQY0BZQGwEVtmCyUau0jkrbpNCqz/owrCNKGSiEEheGgjPHV1LqUgmzypgaiHRuS7LE3anha/ryg9Cp7/COoj0MZlLjog49AiYxDdQzPZxb7Q2Fo40yYBN10eU+oMw0SVO606W4p+o8SZpE0xdqGIadOSorsk2WlVfU8YCzzVHPVipiImqP8KuFlUbeRadsKWHAkdEHHoERIuFSVlqWhREOcHF4dLhyddBFk7uUU/FFLdf1D6nEgEbdYXlhT9Ty6RFSuIgEVF14cVo8OoLp1MJgOi7zPWhCirlyRFBpXOY7NiyIvZ6ItLa2ooFCxZg3LhxqKysRD6fx4QJE/Dggw/i1KlTkeXv378fc+bMwahRo1BWVoYBAwZg0qRJWLp0KWmSbN++HbNmzcLIkSPRr18/1NbWYtq0aXj66aeFZR599NEurF3199hjj3WT0dDQoCzX2NgYqW/CsLngRYnjEMGm5cSGCTmOU3yhnYSDiNNapOpr6oKssznpxkPZQrgtaZFM3eBPynUTWUFd4o63UtVHtdgESYquRUyHbKjW2Xw+r6wPAPqQcvVQvP/++7jsssuwa9cuAEB5eTna2tqwceNGbNy4EcuXL8crr7yC/v37G8l/8803MW3aNBw6dAgAUFlZidbWVqxZswZr1qzBz3/+czz77LMoLS3lln/++edx7bXX4vjx4wCA6upqHDp0CC+99BJeeukl3HrrrXjkkUe6DZKysjIMHjxYqltLSwtOnDgBAJgwYYIwX3V1NcrKyrhpAwcOlNahiyycqmWQBY2ZmN9lm5rOySUKVMFw1LJJQVUnRacobRZBp05qGdP6orYpjnsa11gJb5imcVequWi7T6PM/6C1g2ftCuqrM+aCZYJ1UFxeokNAc3MzjYywXorTp0+zcePGMQBsyJAh7OWXX2aMMdbR0cFWrFjBqqqqGAA2ffp0I/lHjhxhdXV1DAA777zz2IYNGxhjjLW1tbGHH36Y9e3blwFgs2fP5pbfsWMHq6ioYADYxIkT2bZt2xhjjLW2trJ58+YxAAwAW7x4sZF+Y8eOZQDYn/3Zn3HTR4wYwQCwZcuWGcn30NzczAD4/01ALef1iS15NsCrK3yNqrdInoMawX6j3BOqLFs6xV1XbwVlbsV9H0zki8pEbYuXrrumiuaMSk8vT3Nzs7wekjY9EEuXLvU7ad26dd3Sn3jiCT991apV2vLvvfdeBoCVlZWxHTt2dEtftGgRA8CKi4t9khHEjTfeyACwuro61tTU1C39jjvuYABYdXU1O3z4sJZu69ev99u2dOlSbp44iIgH24trVjeRqGXcJsSH7mJqW6bOZhCWS6lHh5g6dEWU+ye7b3EgKiEOl+GNGxUBl8mkHJhU13jrPw+9NkbEi4uYPHkyLrnkkm7pX/7ylzFy5EgAwOOPP64t3ysTlBPEPffcg8rKSnR0dGD58uVd0o4dO+bHgMyePRs1NTXdys+dOxfAGRfLM888o6XbI488AuCMq+i6667TKmsKzzxnYv5XQUceE5gadaFTp2kZSv5CjukwhdcvJveAKtuDyZMP3hiTlZXJYAK/e5R7rRtLQa0ryfFH0ZUyv0X3mNfnqnut237KUyimcngIyvM+U9fU4DjmBdPy3D8il5AKvZKIHD9+HGvXrgUATJ8+nZsnl8vhiiuuAAC89NJLWvK3bduGDz74QCq/srISkyZN4spfs2aNH78hKt/Q0IDRo0dr63fs2DGsWLECwBmSVFlZSS4bBc3NzQDsbMamTzAEJ49NUAPA4pBt0pY4NrQ0oBuEJ0N4MQ1f1x1z3mLsLeY2xlwUGaKysuuUANw4yCCgRwDD122sMVQZonyy4E7dOqj1UgmADtmRrb/UMUJBryQiW7duRWdnJwBg7Nixwnxe2r59+3D48GGy/M2bN3eTIZP/9ttvC8uff/75yvJbtmwh67Zy5Uq0trYCAL72ta8p8z/wwAOor69HSUkJBgwYgMbGRvz93/89mpqayHVGgempkgcTpk6VKwLvtKVDXJLWV4Y0glNlMF3Ug4snj2DwTtXhMcc7IVL0pJYRnZxtEkETy0ESRDQYIFpooMxbVaCnqJ9l5MYmKRfJFeUJzgnT9aFXEpG9e/f6n+vr64X5gmnBMrblt7S04OjRo93K9+/fH+Xl5cryOrp5bpmxY8fi4osvVubfsmULDh8+jIqKCjQ1NWHt2rWYO3cuxowZ41uVKGhpaeny19bWRja1pok4Tto2Ty1JwnSzzxqCi6cJqeWREIpLJ5wmIygmJ17d/tYl0HEReZFetgicjbxUGRRXjspFIupnlTtPpJsJSQlbj0Xyg3WEXTneWk9BryQinkUAgHSjD6YFy8Qt3/ssKxtMp+r2zjvv+OThq1/9qjTvF7/4RaxcuRIHDhzAiRMn0NTUhI8++gj/+I//iMrKSuzbtw9XXXUVduzYQap7+PDhyOfz/t/999+vbS6OCpOFx6YuNjcRm7AZDyB6tDAtmParzPJBaZvMAqZTVgZduRQZUWRFqdvmKT6OvLoyVDFC4c+mc1BUR5hEUA9Bonwq8ufVMX/+fP96Pp/H8OHDpfV5KJjfEXn00Udx6623Gpd/4YUX/JiP3grPGlJaWoqbbrpJmvehhx7qdm3QoEH4+te/jksuuQSNjY1obm7GggULSMG8u3fvRnV1NfL5PJqbm4W/nRInsrAxhhHe2MInpiRPoFHzpaG7CrwFVbYwh/3fvPgDWVle++PqE5VFRVafblBhHPdTx7VGOZ2n2ZYwTONUVLqJ4mHC5cIkh9q/IhlhYh6WHxxzXjwgcMYSTiEjvdIiUlVV5X/2fiyMh2BasEzc8r3PsrLBdIpu7e3tPmGYMWNGpB8ju/jii/2nbZ599lnSpKuurkZ1dTUYY6iuruYSEdWpIKum/ijQNbd6yEpfiNxo1JNXGgguuuGTK9XaEW6raiMIXxPppUqn9BvF3aTrioqycatO0zwXQhgqy4MqPU5XoanrgwdevIfOPefJDpIIar28NNW88f57a733R0HBWESuv/56fO5znzMuH/x1t6FDh/qf9+zZgwsuuIBbZs+ePdwyKoTli26GJ7+6urrL0yte+aamJhw/flzoovHKU3T793//dxw4cAAALUhVhUsuuQTLly9Hc3MzDh06hEGDBhnJUZ10goh6EtItZ2MBVpEJ1QlHFH+QBWsDYG5lSlN/KmEQLe4694O3uMtiQKh624TKkqVr0dG1yKiImkgORR9RP9ucQyZybFkhdcqYtldlGfTyhOvQIX4FQ0RKS0utmfNHjx6NoqIidHZ2YvPmzcJHZL2nV+rq6jBgwACy/OCTMps3b/YfsxXJHzNmjLD8li1bhD/B7pWXPVnjwXPLNDQ04PLLL1fmjxs8U2B4wJsuNLYQVTZFd9EiLCNnqkU5S0QlawhuQjIrRhCqcamyPNiI5YgClTsq2Bc2rCjhscvrO1X/UQ4opgcQ07IieTqWQFvQnePUtZS3jvCId/gzj5jIrCxh9ErXTHl5OSZOnAgAePHFF7l5GGP49a9/DQCYOnWqlvxRo0bh7LPPlso/duwYXnvtNa78xsZG//0uovLvv/8+tm7dStJvz549fltuu+02KybK9evXAzhjzTFx84gWaNnJ0wYoC1GU/lGZocPgkbGoZmQbbpGsuH7iANUCF8wfdB+Ev3sQXbMxjqO4LYPtNd3Ubbk24rQEBBHWVcc9ptNO2WZr2l881wcvjwqUtZRKkoP68IiXyPIXjBeRoVcSEQC45ZZbAACrV6/GG2+80S395z//uf9EyM0336wt3yuzYsUK/6V6QfzgBz/A0aNHUVxcjK985Std0ioqKnDNNdcAAH70ox9xb+bixYsBnIkPmTFjhlSXZcuWoaOjA8XFxaSAX9Ug37BhA5588kkAwOc///lIEy4uyPyduuV0FyZqmoyY8Ca4TDedhYmSN043QJKwVV9wMw8v8OE4hfBCLbqHtsYVJT0KbFsRVPXYKCOyMIY/8zZi3TXC1G2kgmyT5+lC1Sv4X1aHyjISTuNZ3ahv3wXrpWhvb/dfeldfX++/T6ajo4OtXLmSVVdXM0D80rv58+cz4Mxv6u/cubNbevCld2PGjGEbN25kjJ156d0Pf/hDVlJSwgDaS+8mTZrE3n33XcYYY0ePHmULFy5kuVyOAeqX3nV2drKRI0cyAOzKK68k9c3dd9/N7rrrLrZ69WrW2trqXz948CB76KGH/L6pqqpif/jDH6SyqO8aiAOq4W1j+McxhXRkZrUNIvnenEmq7iwh3HbdsknUa2vOZOG+6uoQ9f7E1WZPrmwehdNV8mR5eWlhHXj/g38eqOt/+qMlRezcuZM1NDT4nVdeXs769evnfx8/frzwhXIqIsIYYxs3bmQDBw7081VVVflv3QXApk6dyk6ePCnU77nnnmPl5eV+/nw+z4qLi/3vM2fOZJ2dndI2rlq1ys//i1/8gtQvt9xyi18ml8uxfD7P+vfv32WgDRkyhL322mtKWWkRkagLd5L1mUB3IdGRFWdbqHoHFzRRmawQGtNNKAubNWP6/ZhFvXXSo+ov6q+k+sUGmdUhMiJiwpujYWLiXnpHQENDAzZt2oR58+Zh7NixyOVy6Nu3Ly688EI88MADWL9+Pfr3728s/8ILL8SWLVvwjW98A+eeey7a29tRUVGBxsZGLFmyBC+88II0APfKK6/Epk2bcPvtt6OhoQEnTpxATU0NpkyZgqeeegrLli1TmjO9INXBgwfj85//PEnvO++8E9/+9rdx6aWXYvjw4Th9+jSOHj2K2tpaXH755fj+97+PrVu3orGxkd4ZCYNFMItSyqYdgCirT0eXJANbeUGfQQTTGOv+66dhhPOnhaCuHihuBhOdbbmaorguZXl09IvaFqaIz1DpqRvPFaw3/FnniSJKHeE8ohiNYD5Rm0QBpWE51PEYdseE69GR5Zdlac5ghx6PlpYW/0fMeI8xZ+EJD9VTBQ7JgjImbIwb1dMwNmXrptuErXHNe6IiS9CZx7w4Hx6ZTHI8BPUJl9EZT7x+CKcHwStH6RNRXEnwenNzs3T999CrLSIO6SOuxYwadBoOMsza4moDtqP645ZFgc7p0ySg0QTB+ngnRdWp1kbdvGu2xnXYEmD7npsG8nrgzWPVvZe1Q8dCEP6vYzEVBYOKLC+8umVWQx4x4eUXWSBF80i1buqMOUdEHHokeAuMarIkvZlGgYpoUcykNjdDkawoG4oKKtkq145tiOrT0SO8iQW/627UIhO+Lei6AFXXVORBFyorAsV6Yjp+g23h3VORfJWLL9xHwTZ49fCsGcHrvDZTXFEishSWF8xDfWrGERGHHgsbi0sc5MSGTBWpsrWZR0WcJKAQrVcUcsDz5Yc3ElNrTtx9pmNdEPVFVAuOjtVJtBnrypCRHh55EOkgkh3WjzfXg/0WThfpKCPJFDIVtraE2+h+R8QhU5Ax4yya9cN5kzxJJtkfaW/mhWSFUkHWFpFlI5wn7DIIbyCqTVrmHkgCUceTDZePrg6qOikWqfCm7X1WuYvCREjkegnn1QVvbFHaHNY9rIvMBalzHx0RcUgEzc3NwsFpOsFsL7Sqk4kpdPVMsi6biNMNUwhQjR/Z4s0rr8pPPSmLkFUSGAf5NwHP5SCySIXjL8KWgiBklhPeGFBZdkX/ZflUhJZqweLpGvyjwhERh8QQ1eTKk6c6ZWYBooVV1+evU1ca6CmkQvdeUE5/MpeFiYXO+8zb8KhzIuv3ixrDYDp3eKd+ilVCtEmrSIdqvqsIhEh2uA7qd8qYpeipm86DIyIOBQ2ZjzNrkPmGZbEDWSZZPRGqEygvP+W0qEIUixIvJsCUqGdtvMniL2RpKshO/TwLlsylFpanIlGUmAzvs8j6wnMPidYRVX08yEgXD2FrkXPNOPR6FOrCyzOzFwLJioJCIVxxndB5G5ltmFpd0oaKaNjUlWeRoFi7qCSUEtsTzs8jITrrQthVFK5LBp1xHCa/ugTRERGHHgkd/3ici5kuqIuVKeLc7E0DJJMmXDb6QGSK99J0ZfFg4roTBVFmHbb6Mkrd4XsaHpc6ljKbcWFR1qogKVDFhoTHW5S+1y3riIhDr4TMFWJbro58WR7Z5kdF3KfuuFwQNsEzgZvK4QUC2jpxBvWk3rc0iUfUvkwLPLcWQO93lftCZT3jWQSDY4vqGuJdk7mLeHmiWudMx4AjIg49DlECB+OAaHLzTrwmsQY6boK0SQCg91QE1SpgaomhbhiidN6p2YQ0qAioLkzdQ1GQBpmQufVMiL/M+hCHyy0ci8KrX7V+yNw3It3DMUThOmVtEvVZFBLjiIhDjwNlEnrX49zoRPrwrqt0bmtrw4IFC9DW1kaWz0szNe3yrlOuyaB72tSNFdDV0YQEqhC8b7bJhgw6bgRR/iyQVhVkbhNKm4IxDcENnDffwhu3aeyI7jigrB+865QDULD9KojiTMIk3GTcuJfeOcSKrL/0Ljy5VK4V09NpFFMnY0zZj7Zg436kfU+DsHF/wz52XjrA3xjC9y2uMSaTFff9SPt+h+vX/c67xptvqvERl/5Rysjaqoo9CY5rE/mAev334CwiDqkiTXNuGCo2r+NS4JUzQdIxF7I2UuvRaW8U3SllwxYV3fsbXFRlJ1CqGT8Oq4tKFq/dcYyZOGSHIXOPmX6ngmJhoVhMdN0hsjKyOA+RbJ47UVQHZexTrqnQR7uEg0OBQ2bup5wgs3La9xDV2qKS6eWL4yRv4ipSLY6ictQyNu5v1qxKtjZjioUpzvlhW7aILFBf1ibrV12Xiiw9LiJgY5yK5OgQUueacYgVzc3NqKmpwe7du33TnGeqc6CjpaUFw4cP79KPDtmHu2+FCdv3rZDWPJu6ev145MgR+fvGHBFxiBMffvghhg8fnrYaDg4ODg4pYffu3Rg2bJgw3RERh1jR2dmJvXv3oqqqqiCi8B0cHBwc7IAxhtbWVgwdOhRFReKQVEdEHBwcHBwcHFKDe2rGwcHBwcHBITU4IuLg4ODg4OCQGhwRcXBwcHBwcEgNjog4OFhGa2srFixYgHHjxqGyshL5fB4TJkzAgw8+iFOnTkWWv3//fsyZMwejRo1CWVkZBgwYgEmTJmHp0qWk3wXYvn07Zs2ahZEjR6Jfv36ora3FtGnT8PTTT0vLXXbZZV1+Dpv3J4uMTxNx3pO07oeHt956CzfeeCOGDRuG0tJSDBkyBF/60pfw6quvRmpXFtAT71shz6PYwBwcHKxh165drKGhgQFgAFh5eTkrLS31v48fP54dPnzYWP7GjRvZwIEDfXmVlZWsT58+/vepU6eykydPCss/99xzrLy83M9fXV3NioqK/O+33nor6+zs5Ja99NJLGQBWUVHBBg8ezP0bP368cdviQpz3JM37wRhjS5Ys6VJfPp9nuVzO/z5//nyjdmUBPfW+Feo8ihOOiDg4WMLp06fZuHHjGAA2ZMgQ9vLLLzPGGOvo6GArVqxgVVVVDACbPn26kfwjR46wuro6BoCdd955bMOGDYwxxtra2tjDDz/M+vbtywCw2bNnc8vv2LGDVVRUMABs4sSJbNu2bYwxxlpbW9m8efP8RXTx4sXc8t4CWkibW5z3JO37sW7dOlZcXMwAsBkzZrDdu3czxhg7ePAgmzVrll/+ySef1G5b2ujJ960Q51HccETEwcESli5d6i9C69at65b+xBNP+OmrVq3Sln/vvfcyAKysrIzt2LGjW/qiRYsYAFZcXOwvjkHceOONDACrq6tjTU1N3dLvuOMO/3THO2kW4gIa5z1J+340NjYyAGzcuHHs1KlT3dKnTZvGALARI0aw06dPa7UtbfTk+1aI8yhuOCLi4GAJkyZNYgDY5MmTuemdnZ1s5MiRDAC7+eabteWfffbZvtmXh9bWVlZZWckAsHnz5nVJO3r0KCsrK2MA2MKFC7nld+7c6S/uP/3pT7ulF+ICGuc9SfN+bN++3U977LHHuOV/85vf+HleffVVrbaljZ563xgrzHkUN1ywqoODBRw/fhxr164FAEyfPp2bJ5fL4YorrgAAvPTSS1ryt23bhg8++EAqv7KyEpMmTeLKX7NmDU6cOCEt39DQgNGjRxvpl0XEeU/Svh8vv/yy/9nTP4zGxkZUVVVxy2cZPfm+OfDhiIiDgwVs3boVnZ2dAICxY8cK83lp+/btw+HDh8nyN2/e3E2GTP7bb78tLH/++ecry2/ZskWYZ/ny5WhoaEBpaSlqampw0UUX4bvf/S727t0rb0TCiPOepH0/vPK1tbWora3lli0uLsZ5553HLZ9l9OT7FkShzKMk4IiIg4MFBBeP+vp6Yb5gms6Coyu/paUFR48e7Va+f//+KC8vV5aX6fbee+9h7969qKioQEtLC958800sWrQIo0ePxi9/+UtagxJAnPck7fvhfZfVLSufZfTk+xZEocyjJOCIiIODBbS2tvqfZQtUMC1YJm753mdZ2WA6T7fLLrsMy5Ytw549e9DW1obDhw+jqakJy5YtQ21tLVpaWnDdddfh9ddfpzUqZsR5T9K+HzbuZ1bRk+8bUHjzKAk4IuLQa/Hoo48qf1hI9vfiiy+m3YREsWDBAsycORNDhw7136Scz+cxc+ZMrFu3DjU1NWhvb8e3v/3tlDV1cMgu3DzqDkdEHBwswAsKBM4E24kQTAuWiVu+91lWNpiuoxsAfOxjH8Ndd90F4ExA38GDB7XKx4E470na9yPu+5kmevJ9UyGL8ygJ9ElbAQeHtHD99dfjc5/7nHH5fD7vfx46dKj/ec+ePbjgggu4Zfbs2cMto0JYfnV1tVR+dXU1Kisru5VvamrC8ePHhaZlr7yObh4uueQSAABjDLt27cKgQYO0ZdhEnPck7fvhfQ/qrlM+y+jJ942CrM2jJOAsIg69FqWlpRg0aJDxX9++fX1Zo0ePRlHRmekUjKwPw0urq6vDgAEDyLoGI/wp8seMGSMsL4vk98rLnggoFMR5T9K+H175AwcO4KOPPuKW7ejowDvvvMMtn2X05PvmwIcjIg4OFlBeXo6JEycCgDB2hDGGX//61wCAqVOnaskfNWoUzj77bKn8Y8eO4bXXXuPKb2xsRFlZmbT8+++/j61btxrpBwDr168HcOY3HhoaGrTL20ac9yTt+zFlyhT/s6j82rVr/WBJk/uZFnryfaMga/MoEaT6c2oODj0I3s9S53I5tn79+m7pTz75pJWfeC8vL2c7d+7slr548WLST1MPGTKEHTlypFv67NmzGQBWVVXV7aepZS9eY+zM+zf69+/vv38jK4jznqR5Pxj77594/8QnPsH9iffp06cX/E+897T7VqjzKG44IuLgYAnt7e3+i7rq6+v9BbKjo4OtXLmSVVdXS1/UNX/+fH9x5S2QwZd1jRkzhm3cuJExduZlXT/84Q9ZSUkJ+WVdkyZNYu+++y5j7MzPVi9cuNB/ayvvZV2LFi1iN998M3v++ee7vF+jubmZPfbYY75effv2ZWvWrNHptlgR5Z5k+X4w1vWld1dffTX78MMPGWOMHTp0yN8MUaAvveup961Q51HccETEwcEidu7c2e3V5f369fO/y15drlpAGev++vKqqir/baGA/uvL8/m8v5kBYDNnzuSe2oK6efUOGDCgy6vP8/k8e/rpp436LU6Y3pMs3w8PS5Ys6fL6+pqaGn8jRIG/z6Qn3rdCnkdxwhERBwfLaGlpYfPmzWNjx45lFRUVrKqqil144YXsgQceYG1tbcJylAWUMcb27dvHvvGNb7Bzzz2X9evXj9XU1LDGxka2ZMkS1tHRodTvvffeY7fffjtraGhgJSUlbODAgWzKlCnsqaeeEpbZvHkzmzdvHpsyZQobOXIkq66uZn369GEDBw5kjY2N7L777mP79u1T1p0WTO5Jlu9HEG+++Sa74YYbWH19PSspKWGDBw9mM2bMYK+88gqpfJbR0+5boc+juJBjjDE4ODg4ODg4OKQA99SMg4ODg4ODQ2pwRMTBwcHBwcEhNTgi4uDg4ODg4JAaHBFxcHBwcHBwSA2OiDg4ODg4ODikBkdEHBwcHBwcHFKDIyIODg4ODg4OqcEREQcHBwcHB4fU4IiIg4ODg4ODQ2pwRMTBwaFXYsGCBcjlcrjsssuMZVx22WXI5XJYsGCBNb2SQENDA3K5XJe/Z555Jm21hPjNb37j6xnGM888060tDQ0NySvpYIw+aSvg4ODgkDU888wz+K//+i988pOfxIwZM9JWJzZUV1ejrKwMANCvX7+UtTFDv379MHjwYADAiRMn0NLSkrJGDrpwFhEHB4deiUGDBmHUqFE4++yzu6U988wzWLhwodJKcPbZZ2PUqFEYNGhQTFrGi4ceegj79u3Dvn37cMUVV6StjhGuuOIKvw0PPfRQ2uo4GMBZRBwcHHol7r77btx9992RZDz++OOWtHFw6L1wFhEHBwcHBweH1OCIiINDL8DixYuRy+VQUlKC3/3ud9w8zz//PIqKipDL5fDEE09o1+EFQD766KNobW3F3LlzMWrUKJSVlWHQoEGYMWMG3njjDamMjo4O/PSnP8VnPvMZDBo0CKWlpaivr8e1116L3/zmN9KyK1euxPTp0zF48GD07dsXNTU1OPfcc/GFL3wBP/jBD3Dy5Mku+XnBql5Q5GOPPQYAeOyxx7oFQgb1oASr/uIXv8DnPvc5DB48GCUlJRg8eDA+97nP4Ze//KWwzMyZM5HL5TBz5kwAwFNPPYXLLrsMAwYMQHl5OT75yU/ioYceQmdnp7RPoiLY5gMHDuBv/uZv8Cd/8icoLy/vEjh64sQJPPvss7j99tvxyU9+EmeddRZKS0sxdOhQzJgxAy+88IKyrnfeeQdf+cpXUFdXh379+uGcc87BPffcg/3798fZRIcsgDk4OPR4dHZ2ss9+9rMMADvnnHNYS0tLl/S9e/eys846iwFgN998s1EdI0aMYADY97//fTZq1CgGgJWUlLDq6moGgAFgRUVF7JFHHuGWP3LkCLvsssv8vMXFxaympoblcjn/2je/+U1u2dtuu83PA4BVVlay8vLyLtd27tzZpcz8+fMZAHbppZf619auXcsGDx7M+vXrxwCwfv36scGDB3f5W7t2rZ//0ksvZQDY/Pnzu+nU1tbGrrvuui5t79+/PysqKvKvXX/99ezUqVPdyt5yyy0MALvlllvYXXfd5Zevqanp0qao92rZsmXSfF49S5YsYYMHD/b7pKqqigW3j2XLlnXRq6ysrFv/z5kzR1jPCy+8wEpLS7vcP+8eDBkyhP30pz/102Tw9BgxYoROdzikDEdEHBx6Cf74xz+y2tpaBoDdcMMN/vUgSfn4xz/OWltbjeR7m1s+n2f9+/dnK1euZO3t7Ywxxt5++21/0+7Tpw978803u5W/5pprfPLyz//8z+zYsWO+3kGi8aMf/ahLuddee83fqBcvXswOHTrkpx08eJD9+te/Zrfccgvbs2dPl3I8IuIhSARkkBGROXPmMAAsl8ux//E//gdrampijDF2+PBh9rd/+7d+e7797W8L6+/fvz8rKSlh3//+91lzc7Pfpq997Wt++VdeeUWqIw+6RKSyspKNGjWKvfLKK6yjo4Mxxti2bdv8fL/85S/ZHXfcwVavXs0OHjzoX9+7dy9buHAh69u3LwPA/s//+T/d6ti9e7dPVi+44AL2xhtvMMYY6+joYC+88AIbNmxYFwImgyMihQlHRBwcehGef/5538Lw6KOPMsYYu//++xkA1rdvX7ZhwwZj2d7mBoCtWrWqW/rx48fZueeeywCwK6+8skvaG2+84Zf913/9V658j6gMGjSInThxwr++ePFiBoBNnTpVS984iciHH37I+vTpwwCwuXPncsv+zd/8jd/ve/fu5dYvIwsXXnghA8C+9rWvSXXkQZeIVFdXs927d2vX4+F//a//xQCwyy+/vFva7NmzGQA2cOBAtn///m7pv//9730i44hIz4SLEXFw6EWYPn06vvGNbwA489TIz372M8ybNw8AsGjRIlx00UWR65g4cSIuv/zybtfLysrwrW99CwDw4osvorm52U9bsWIFAGDYsGH42te+xpX7P//n/wQAHDx4EC+//LJ/vaamBgDw0UcfoaOjI7L+NvD000/j9OnT6NevH77zne9w89x7770oLS1Fe3s7nnrqKW6e4cOH4+abb+amfeELXwAAbNq0yY7SEtx0000YNmyYcfmrrroKAPD66693uUeMMTz55JMAgDvvvBO1tbXdyo4dOxZ/8Rd/YVy3Q/bhiIiDQy/D/fffjwsvvBBHjx7FTTfdhPb2dkydOhVz5syxIv8zn/mMMq2zsxNvvfWWf33jxo0AgMmTJ6OoiL8sjR49GvX19V3yA8BnP/tZ9OvXD//5n/+JSZMm4ZFHHsHOnTsjtyMKPP0mTJiA6upqbp7+/fv7xC/YniAmTJgg7I+hQ4cCAA4fPhxVXSUmTpyozLN//37Mnz8fl1xyCQYOHIg+ffr4wa5jxowBABw/fhxNTU1+mZ07d/r6U8aNQ8+E+x0RB4dehpKSEjz66KMYN24cACCfz/tPh/BQV1fHvX7ddddxf0DKIws8BNMOHDjQ7bOsLHDGYrJnz54uZc855xwsXboUd955J15//XW8/vrrAICzzjoLkydPxg033IAvfOELwvbFAZ32BPOHUVVVJSzbp8+Z5bu9vd1ERS3wLBVBvP7667jyyitx5MgR/1plZaX/dE1HRwcOHjwIADh27Jj/A3DBdsv6Koo1xiH7cBYRB4deiJ/85Cf+55aWFvzXf/2XMO/+/fu5f0HXShCyDV9FBqhkIZzvK1/5Ct5//338+Mc/xnXXXYfhw4fjo48+wsqVKzFjxgxceumlqfz0t2l7sobi4mJh2unTp3H99dfjyJEj+OQnP4nnn38eLS0taG1txf79+7Fv3z6sX7/ez88Y48rJeh84xAdHRBwcehl+9atf4V/+5V8AABdccAEYY7jllluEv9fAzgS1d/t79NFHufk//PBDYd3BtOAp2/u8e/duqe5e+bPOOqtb2oABAzBr1iysWLECH3zwAd577z185zvfQS6Xw2uvvZboi+lstKdQ8Prrr+P9999HcXExfvWrX2H69OndLDn79u3jlg2OAdm42bNnjx1lHTIJR0QcHHoR/vjHP+LWW28FANx66634j//4DzQ0NODAgQO45ZZbhKdVHaxevVqZVlRUhPHjx/vXvViJ1atXC3+k65133vE3pAkTJij1+NjHPob7778fN9xwAwB0CXBVwYvLMO2PYOyHyHJ05MiRLrEkhQqPbJ111llC98qqVau410eOHIkBAwYAkI+bV199NaKWDlmGIyIODr0EnZ2duOmmm3Dw4EGce+65/397dxKSXBeHAfyxtMnk4tCEkLWJFq2DoIWLpCxahCC2dCG0UIJWFUTQIhqoRQVFNEFgRAMRtSgQo4GooGgT0SqhZUShRDZwv0V1vwbtbXjp1uvzW+q9nnN04d/jOc9Bb28vBEGA1+uFUqnE0tISuru7v9zO+vp6xBTUq6srdHV1AQBKS0ul3S4A4HA4ANz/8h0aGor4uo+7ewwGA0pKSqTHw+Hwm/15PF32rb8XXnpcYPp0zcNH2Gw2KJVKXF1dob29PeI1ra2tCIfDUKlUsNlsn2rnJxAEAcD/f+G9dHJygp6enoj3KhQK2O12AMDAwIC0juSpg4ODqLuK6N/AQoQoRnR0dMDn80GlUmFiYgJqtRoAUFRUhObmZgBAY2Pjs90snyEIAmw2G6anp3F7ewvgfjajoqICh4eHiI+PR0tLy7N7CgsLpS9jj8eDvr4+XF5eArif1ne5XJiamgJwv4336ZH1brcbdrsdMzMzzxY/hkIhDAwMSAfTlZeXv3sMBQUFAIC1tTUcHh5+9C2A0WhEbW0tAKCtrQ3Nzc1SUXN+fo6mpiZ0dnYCAOrq6pCVlfXhNn6K4uJiqNVqiKIIu92Oo6MjAPdx/UtLS1IMfjQNDQ3QaDQ4PT2FxWKRZolEUcTy8jKsVitSUlK+ZSwkE1nSS4joW21tbUmhUJ2dna+ev7u7k+LV8/LyxFAo9OE2IkW8JyYmioIgSGFUCoVCHBwcjHj/+fm5FBCGhwRWrVb7x4j3p+FfeEgBfRmFXlxc/GpMbwWanZ2dSZH3eAhRM5lMoslkEjc3N6Xr/hTxbrfbvxzxHs1Xwrs+Gmjm9/vfvK6/v//VZ/AY0W4wGMT5+fmoUfuiKIoLCwvPIt41Go2YnJzMiPcYwRkRon9cMBhEdXU1bm5uYLFYIuaFxMXFYXx8HDqdDkdHR3C73Z9uT6vVYnt7G/X19cjOzkY4HIZOp0NlZSU2Njbgcrki3icIAnw+H4aHh2E2m6HRaBAKhZCZmQmbzQa/3y/NIjzV1NSEnp4eVFVVIT8/H0qlEqFQCOnp6bBYLBgZGcHKyoo0A/TeMayursLhcMBoNOLi4gKBQACBQODV4XnRJCQkYHJyEjMzM7BardDr9QgGg9Dr9bBarZidnYXX64VKpXp3v36qmpoaLC4uwmw2IzU1Fbe3tzAajfB4PNjf35e2ikdTUVGB3d1dOBwOpKen4/r6GhkZGXC73djb20Nubu43jYTkoBDFv7A6jYhiXk5ODgKBAEZHR6VTY+ln+lc/q7GxMTidTphMJhwfH8vdHXonzogQERGRbFiIEBHFKKfTKcWwz83Nyd2dT5mbm5PG8Lg1nX4XRrwTEcWYtLS0V2tdnu5E+k2SkpKQkZHx7LHfHBAXi1iIEBHFmJ2dHbm78NeUlZVFTW6l34GLVYmIiEg2XCNCREREsmEhQkRERLJhIUJERESyYSFCREREsmEhQkRERLJhIUJERESyYSFCREREsmEhQkRERLJhIUJERESy+Q+vP+MQsWCj9AAAAABJRU5ErkJggg==", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from simim.lightcone import LCHandler\n", "\n", "lc1 = LCHandler('TNG100-3-Dark','demo',0)\n", "\n", "lc1.set_property_range('redshift',0.99,1.01)\n", "lc1.plot('ra','dec',\n", " axkws={'xlabel':'x-position [rad]','ylabel':'y-position [rad]','aspect':'equal','xlim':(-0.5*np.pi/180,0.5*np.pi/180),'ylim':(-0.5*np.pi/180,0.5*np.pi/180)},\n", " plotkws={'marker':',','color':'k'})\n", "\n", "lc1.set_property_range()\n", "lc1.plot('redshift','LCII',\n", " axkws={'xlabel':'Redshift','ylabel':'L$_\\mathregular{CII}$ [L$_\\odot$]','xlim':(1.0,1.5),'yscale':'log'},\n", " plotkws={'marker':',','color':'k'})" ] } ], "metadata": { "kernelspec": { "display_name": "simim", "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": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 2 }