diff --git "a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/05_EUCrust1.0.ipynb" "b/Datasets-Construction/OpenSWI-deep/1s-100s-Base/05_EUCrust1.0.ipynb" deleted file mode 100644--- "a/Datasets-Construction/OpenSWI-deep/1s-100s-Base/05_EUCrust1.0.ipynb" +++ /dev/null @@ -1,610 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## LSP_EUcrust1.0\n", - "Details of the dataset:\n", - "- Name: \tLSP_Eucrust1.0\n", - "- Title: \t3D shear-wave velocity model for the European crust and uppermost mantle from ambient noise tomography\n", - "- Type:\t3-D Tomography Earth Model\n", - "- Sub Type: \tShear-wave velocity (km/s)\n", - "- Year\t2018\n", - "\n", - "Author(s):\t\n", - "- Yang Lu Institut des Sciences de la Terre (ISTerre), CNRS, Univ. Grenoble Alpes, 1381 Rue de la Piscine, Grenoble, FR\n", - "- Laurent Stehly Institut des Sciences de la Terre (ISTerre) , CNRS, Univ. Grenoble Alpes, 1381 Rue de la Piscine, Grenoble, FR\n", - "- Anne Paul Institut des Sciences de la Terre (ISTerre), CNRS, Univ. Grenoble Alpes, 1381 Rue de la Piscine, Grenoble, FR\n", - "- AlpArray Working Group http://www.alparray.ethz.ch\n", - "\n", - "Reference(s):\t\n", - "- Yang Lu, Laurent Stehly, Anne Paul, AlpArray Working Group, High-resolution surface wave tomography of the European crust and uppermost mantle from ambient seismic noise, Geophysical Journal International, Volume 214, Issue 2, August 2018, Pages 1136–1150, https://doi.org/10.1093/gji/ggy188\n", - "\n", - "DOI:\tdoi:10.17611/DP/18250337\n", - "\n", - "Depth Coverage:\t0.5 - 79.5 km\n", - "\n", - "Areal Coverage:\tLatitude: 34.125 to 65.925 Longitude: -9.975 to 29.925\n", - "\n", - "Model Description\n", - "- LSP_Eucrust1.0 is a new high-resolution model for the European crust and uppermost mantle. It contains an isotropic shear-wave velocity model and a probabilistic model (the probability of having an interface at certain depth).\n", - "\n", - "Data Set Description\n", - "- The raw data contains up to 4 yr (July 2012–June 2016) of continuous seismic noise recorded by 1293 broad-band stations across Europe (10°W–35°E, 30°N–70°N; see Section 7 of Lu et al. 2018 for more details). The data were obtained through the EIDA (European Integrated Data Archive) data query interface.\n", - "\n", - "Web Page\n", - "- [Model Homepage](https://sites.google.com/view/seismology-yanglu)\n", - "\n", - "EMC Page\n", - "- [ds.iris.edu/ds/products/emc-lsp_eucrust10/](https://ds.iris.edu/ds/products/emc-lsp_eucrust10/)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step0: Downloading & Loading the Source Datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "KeysView(\n", - "Dimensions: (latitude: 213, longitude: 267, depth: 80)\n", - "Coordinates:\n", - " * latitude (latitude) float32 34.12 34.28 34.42 ... 65.78 65.93\n", - " * longitude (longitude) float32 -9.975 -9.825 ... 29.77 29.92\n", - " * depth (depth) float32 0.5 1.5 2.5 3.5 ... 77.5 78.5 79.5\n", - "Data variables:\n", - " vs (depth, latitude, longitude) float32 ...\n", - " probability_interface (depth, latitude, longitude) float32 ...\n", - "Attributes: (12/32)\n", - " title: A 3D shear wave velocity model for the Eur...\n", - " id: LSP_Eucrust1.0\n", - " summary: LSP_Eucrust1.0 is a new high-resolution mo...\n", - " keywords: seismic, ambient noise tomography, shear w...\n", - " acknowledgment: Model was provided by Yang Lu, Laurent Ste...\n", - " Conventions: CF-1.0\n", - " ... ...\n", - " author_institution: ISTerre, CNRS, Université Grenoble Alpes, FR\n", - " author_url: https://sites.google.com/view/seismology-y...\n", - " repository_name: EMC\n", - " repository_institution: IRIS DMC\n", - " repository_pid: doi:10.17611/dp/emc.2020.lspeucrust.1\n", - " history: 2020-06-17 20:21:59 UTC Converted to netCD...)\n" - ] - } - ], - "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "data_path = \"../../../Datasets/Original/OpenSWI-deep/LSP-Eucrust1.0.nc\"\n", - "\n", - "# load the .nc file\n", - "data = xr.open_dataset(data_path)\n", - "\n", - "# print the keys of the dataset\n", - "print(data.keys())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 1: Velocity Profile Extracting\n", - "1. Extracting\n", - "2. De-duplicating" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "((213,), (267,), (80,), (80, 213, 267))" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "latitude = np.array(data['latitude'].values)\n", - "longitude = np.array(data['longitude'].values)\n", - "depth = np.array(data['depth'].values)\n", - "vs = np.array(data['vs'].values)\n", - "LON,LAT = np.meshgrid(longitude,latitude)\n", - "\n", - "\n", - "latitude.shape,longitude.shape,depth.shape,vs.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "depth_idxs = [10,30,50,70]\n", - "\n", - "fig,axes = plt.subplots(2,2)\n", - "for i in range(2):\n", - " for j in range(2):\n", - " axes[i][j].pcolormesh(LON,LAT,vs[depth_idxs[i*2+j]],cmap='turbo')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 2: Quality Control & Interpolation\n", - "\n", - "1. interpolation\n", - "\n", - "2. rationalizing (remove the thin layers)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "sys.path.append('../../../')\n", - "from SWIDP.process_1d_deep import *\n", - "from SWIDP.dispersion import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(80, 43527)" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# ------------------------------------------\n", - "# Exclude the invalid values\n", - "# ------------------------------------------\n", - "vs_valid_1d = vs.reshape(vs.shape[0],-1)\n", - "vs_valid_mask = np.sum(~np.isnan(vs_valid_1d),axis=0)>0\n", - "vs_valid_1d = vs_valid_1d[:,vs_valid_mask]\n", - "vs_valid_1d.shape\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(43527, 1)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lon_solid = LON.reshape(-1,1)[vs_valid_mask,:]\n", - "lat_solid = LAT.reshape(-1,1)[vs_valid_mask,:]\n", - "lon_solid.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "79.5" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "vs = vs_valid_1d.T\n", - "depth.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(43527, 301)" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# -------------------------------------------------------\n", - "# interp to 1 km thickness\n", - "# -------------------------------------------------------\n", - "from scipy.interpolate import interp1d\n", - "\n", - "max_depth = 300+0.1\n", - "depth_interp = np.concatenate([\n", - " np.arange(0, max_depth, 1)\n", - "])\n", - "vs_models = vs_interp = np.zeros((vs.shape[0],depth_interp.shape[0]))\n", - "for i in range(vs.shape[0]):\n", - " vs_temp = vs[i,:]\n", - " min_depth_idx = np.argmin(np.abs(depth_interp-depth.min()))\n", - " if depth[min_depth_idx] == depth.min():\n", - " min_depth_idx += 1\n", - " max_depth_idx = np.argmin(np.abs(depth_interp-depth.max()))\n", - " depth_interp_temp = depth_interp[min_depth_idx:max_depth_idx]\n", - " f = interp1d(depth.reshape(-1),vs_temp,kind='nearest')\n", - " vs_temp = f(depth_interp_temp)\n", - " vs_interp[i,min_depth_idx:max_depth_idx] = vs_temp\n", - " vs_interp[i,:min_depth_idx] = vs_interp[i,min_depth_idx]\n", - " vs_interp[i,max_depth_idx:] = vs_interp[i,max_depth_idx-1]\n", - "\n", - "vs_interp.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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atQt79+5F9+7dUVhYWAa517Z7924AwIMHD/D3339b5Jhnz57FM888g8aNG2PTpk1mTyINCgoC8HiRCQ0XFxesXLkS8fHxOHjwIK5cuYLdu3fj4cOHcHBwQJ06dXSOM2/ePCxfvhyLFi3C8OHD9Z7rvffeQ2JiIg4dOoRz587hxIkT0vtfr149uZdstxirur799ltcuXIF48aNQ1xcnPQDPJ4EHBcXh6ysLKPH0Ber+lSpUgXdu3fHunXrSpxfe8S4Mk5OGWhOeWWOwMBAAIBardbZ5+/vj7y8PGnxierVqyMhIUFrojgA6dlAmmPZK8af+fSVQdWrVwcAvc+Cunv3rt7//+3bt9G7d294e3vjl19+gaenZ4ny8/DhQyxYsABjxoxBWlqaVP5mZGRACIG4uDgkJSWV6NjlBeNXV25uLlatWoW+fftqLW7i7OyMJ598EidPnkRubi6Ax/FbUFCgEye5ubm4d++efZRftq7JlTeJiYmiRo0aWkMnnn76ab2tCf379xehoaGisLBQa3v79u1lL3VZ2m7ZnTt3SsNOatSoIVq0aGF275Eh165dEwEBAaJevXpaz3kyx7Zt2wQAsX79eqPp8vPzRfXq1UVERITOvi+++EIAEFOmTJF1biEet8TVrFmzws1nKYqxKsScOXO0WvH0/ZjqlVy6dKkAII4cOWLyfAMGDDA4DKGiYFz9j5wyUG55ZWr584CAAL0tysOHDxdubm5S2aY5r2Z+ioZmKOLBgwfNyo+9YPwZV7wMunDhggAgli1bppXuzp07AoCYP3++1vaUlBTRoEED4e/vb3Kun4ahHhXNUtrGfuxhaFZZYvw+fgQNADFjxgydfRMmTBAApKH027dvFwDEjh07tNL9/vvvZvXslwX2SBlRUFCAhw8fam3z9/dHYGCgtMocAKhUKp10AODo6AgAWi2Bx44ds8hys0899RTy8/MRHR2tlV99T3tOTU3F6NGj0aZNG7z//vtYuXIlTp06hffff18rnZylKxMSEtC7d284ODhg9+7d8PPz05vu/v37KCgo0NqWl5eHRYsWwcXFBd26dTN6no8++gh3797F66+/rrV9w4YNePXVV/HCCy/gk08+MZnf4q89ceIEpkyZorPUa3nFWNVv6NCh2LJli86PJl9btmxB27ZtAQDJyck6r09PT8eSJUvg6+uLli1bStv1taLGxcVh//79OqsLlWeMK8PMLQOB0pVXhgwZMgS3b9/G3r17pW0pKSn46aef0L17d6ls69+/P5ydnbVW1xJCYMWKFahRowbat29vkfxYA+PPMHPLoEaNGqFBgwb48ssvte7F0dHRUCgUGDx4sLQtMzMTTz31FO7cuYNffvkFdevWNZkPY/z9/fWWv926dYObmxu2bNmCmTNnluoc9ozxq5+/vz98fHywZcsWqecJeLxC5LZt29CgQQNpdd3u3bujatWqWvkEHsevUqlE3759ZV+7pVWexfxLID09HTVr1sTgwYMRHh4ODw8P7Nu3DydOnMDHH38spWvZsiU2bNiAqVOnonXr1vDw8EC/fv3w9NNPY/PmzRg4cCD69u2LGzduYMWKFQgLCyv184v69euHDh064M0330RcXBzCwsKwefNmvR/GyZMn4969e9i3bx8cHR3Rp08fjB49GgsWLED//v0RHh4O4PHSld26dcOcOXMwd+5co+fv06cPrl+/junTp+Pw4cM4fPiwtE+tVqNXr14AgJ9//hkLFizA4MGDUbt2bdy/fx/r16/HhQsX8P7772s9M+W7777D//3f/6Fz587Se/3jjz9i9OjRGDRokJTu+PHjGDFiBKpVq4YePXroDKVq3749QkNDAQAHDx7E/Pnz0bt3b1SrVg1Hjx7F6tWr0adPH0yePFnem27HGKv6NWjQAA0aNNC7r3bt2hgwYID097Jly7B161b069cPwcHBuHv3Lr7++mvcunULa9eu1Xq+WZMmTdCjRw80a9YMVapUwZ9//olVq1ZJjQQVBePKMHPLQDnlFQB88cUXSE1NRXx8PABg27Zt0jCaV155Bd7e3gCAmTNn4scff8SgQYMwdepUeHt7Y8WKFcjLy9P6glOzZk1MmTIFH374IfLy8tC6dWts3boVhw4dwrp166Qva/aI8WeYnDLoww8/xDPPPIPevXtj6NChuHDhAr744guMHj1aa1n8F154AcePH8eLL76IS5cuaT07ysPDQ6u8PHfuHH7++WcAj58ppBnGBzx+/mO/fv2gVCq1XqOxdetWHD9+XO++ioTxq5+joyPeeOMNzJo1C+3atcOIESNQUFCAVatW4e+//8Z3330npXV3d8e7776LiRMn4l//+hciIyNx6NAhfPfdd3jvvfdQtWrVUr0PFmHL7jB7l5OTI6ZNmybCw8OFp6enUKlUIjw8XGcp5IyMDPH8888LHx8fAUDqPi0sLBTvv/++CAkJEa6urqJ58+Zi+/btOl2s5tD3mnv37onhw4cLLy8v4e3tLYYPHy5Onz6t1S37008/CQDi448/1nptWlqaCAkJEeHh4dIKP3KWroSRrvouXbpI6U6ePCn69esnatSoIVxcXISHh4fo2LGj+PHHH3WOeezYMdG5c2dRpUoV4ebmJsLDw8WKFSt0urVXr15t9PxFu6SvXbsmevfuLXx9fYWrq6to0KCBWLhwoc6SouUdY1Ue6FlsYs+ePaJXr14iICBAODs7Cx8fH9G7d2+9y/7OmTNHtGrVSlSpUkU4OTmJwMBAMXToUHHu3LkS5cdeMa4MM7cMlFNeCfF4lS9DaW/cuKGV9q+//hIDBw4UXl5ewt3dXXTv3l1rdUqNgoIC6f/g4uIiGjVqJL777juT12hrjD/D5JZBW7ZsEc2aNROurq6iZs2aYtasWTorjBqLveLXbiyuo6KijOa9siw2wfg1TvPIBh8fH+Hu7i7atm1r8JE0X375pahfv75wcXERTzzxhPj00091vhvaikKIYjNQiYiIiIiIyKiKMUGEiIiIiIioDHGOlI3dv39fa7JdcY6OjkYnMROVFcYqWQPjimyJ8UflGePX9ji0z8a6du2KAwcOGNwfEhIiPfeGyJYYq2QNjCuyJcYflWeMX9tjRcrGYmNj8eDBA4P73d3d0aFDhzLMEZF+jFWyBsYV2RLjj8ozxq/tsSJFREREREQkExebICIiIiIikomLTQAoLCxEfHw8PD09oVAobJ0dsgNCCKSnpyMwMBAODtZtb2D8kT5lFYOMP9KHZSDZEuOPbM3cGGRFCkB8fDyCgoJsnQ2yQ7dv30bNmjWteg7GHxlj7Rhk/JExLAPJlhh/ZGumYpAVKQCenp4AHr9ZXl5eNs4N2YO0tDQEBQVJsWFNjD/Sp6xikPFH+rAMJFti/JGtmRuDFaYitWzZMnz44YdISEhAeHg4li5dijZt2pj1Wk1XrpeXFz9EpKUsuvkZf2SMtWOQ8UfGsAwkW2L8ka2ZisEKsdjEhg0bMHXqVMyZMwenTp1CeHg4IiMjkZSUZOusERERERFRBVQheqQ++eQTjBkzBqNGjQIArFixAjt27MDXX3+NN998s0THFIWFyEpJefyHUgmUsFVEqVRy8iLJpi/+GEtUVixV/hnCWCZTisag0tcXCisvOEBUlLEykOUXFVXuK1K5ubmIjY3FzJkzpW0ODg7o2bMnYmJi9L4mJycHOTk50t9paWk6abJSUqBSqwEA/gAyS5i/pk2aYO/evXb5oePNyTZKGn/mxhL/r2RMWZZ/htiyXOTnw/bkxmD3Ro3w8/79ZsUL/79kSmnLQGPlF+Ov8in3FamUlBQUFBRA/U/Aa6jValy+fFnvaxYuXIh58+aZfY5SDRA8fx4ICCjNEazmsrs7al6/bvRDz0LB8kocf2bGksH/a5FWNbaoVV5lWv4ZYsNysfjng2Vc2ZMbg7/+8YfZ8aL1/1UqoVSpWNaRllKXgUbKLyn+PDw4kqSSUAghhK0zURrx8fGoUaMGjhw5goiICGn79OnTceDAARw7dkznNfpaI4KCgvDw4UNpoqEoLERhx45wNNCrVVlcdndHvbQ0ODiV+zq3LGlpafD29taKCUuxVfydBtAJgABb1MoDa8Ugyz9tlbWMM8UuysAOHeB49GiJz3MawMQmTbBn716o/PxYrpUjdhF/pSgDNffbJjJ733n/tR/mxmC5v3P4+vrC0dERiYmJWtsTExMRYKDFwNXVFa6urkaPq3BwgOPvvwNZWSXOmxACWaV4vbWIwkL8HRqKBtnZJtM2yM7GDaUSfrdu/e/DzVa+UilJ/JkTS6b+r80BZGj+MKdFzZKFOXvD7EZZlX+G2KpcNPT5kMq4lBSo+EDOMmF2DB45ApGZaVa86Pv/Ngdw5J+yTna5VoK5gSzbyofSlIGGyq/i8Sfdb2X2vlvl/qvBuV5WUe4rUi4uLmjZsiX279+PAQMGAHj8lOr9+/dj0qRJpTu4QgGoVCV/OQCVh0fp8mAl9TMykKmZSKmHKCxEcnAwaufloXZeHlC9urSPrXxlpEj8mRtLev+vQsCtd284njtn1mkbZGdr/b8tQV9vGGPHzpWy/DN4WNiuXCz6+Shexl319sbIf8o1hULBlmF7oFBA4eFhdrxI/189ZZ7ccq1omWUuzmOtYPSUgcbKr/oZGchMTpZ1vy3OGvdfjeIxXTReGZMlV+4rUgAwdepUREVFoVWrVmjTpg2WLFmCzMxMaRU/0qVwcIDK399oGmVWFi57eem04Oq08iUkQOHoyNYNO2Dw/3rmjMneLTk9lXLp6w0rOpacPZxUFop/PpRZWbjp4YGQnBzUw//KNcBEyzB7WO2S1v/3zBmIzExkZmSUqFzTKrPMVZp5rBzpUe4pHBweL1Dxz/1WTu+7Ne+/GjoxXby8S0hgr3wJVIiK1JAhQ5CcnIzZs2cjISEBzZo1w65du3QWoCB5HJyctHs4DLTyXfX2RgtojwVm64adMbN3y1RPpWxGesM0LW/s4SRbcXByQnBmJgpatNCJUWMtw8bmG7LssxP/9GZ5eHjIK9dk9uCXhL7YYjlYgfxzv5Xb+27x+6+GGTGt+S43kjEoW7lfbMISrDmpscIRQmrlu1erFkKKTNgsqryvXFOWMVHh408Ird4wYy3EplYcLG9xVBplFRcVPv7M8U+5lpWVVeqWYU0Mq/z9y/UXkUpdBhYps8x/SennsWqwt76Sx581FItpTbyKwkK93+XK+3c4S6g0i01QGSvSyqcy0JILaPc2aFau+f30aTg4OpZ5lsnGivWGSS3EesaSG+oFKOkKSPqwx4B0FJuLY7Bl2MyWXVSvjnOenmiSmspYK49KMD+wxPNYjcznKtpLxZEeVCrFYrpovOr7LqfvO1xJ770VPW5ZkaISUzg6wrHYWGBjK9ec9vZGs7S0Cv2BIvMUHUtuzjyGkq6ApI9VV0XS0LPiV2Vs0SuvjM4hNTDfsHjZ1zQ9HRlJSfCw0+cIkm3ojS0D5WDR+ciAec8INIZlEOmj+S5nKAZLe++1yD3XRIzbMrZZkaLS0TMW2FBvQ/PMTGSmpJhc5IIqEVPzGKwwX8GaqyJp6FvxS9+KXhW9pa5CMjLfsH5GBpIvXYJf48YAgOTgYCizsviMKjKueDloYOU3Uz32puZpmLuqYEmwLCvnzIzBkrDEPddUjNtyxUyW7mRxRXsbMuPioAoNBfC4VaK+r6+Nc0f2ytSKg6V9/lBZrIqkoXfFLz0tenwYbMWicHCAb8OGuOzujgbZ2aidl/e/5/BV4rkGZL7ivfXmzNsze4VBC/ToGyKr16ESznktT0qz+mBRlrznmozxkq6YaYHVMnn3JqsRAHr374/f//m7xrVrbLEi+Uq4ApI+VlsVSaMEz+y67OWF+hkZ/GxUEAoHB9RLS8MNpVLrOXzmzDVgqz5JzJm3VwYrDJpLTq9D8c8CV4izUxa495b6nmvhGC8ep6cBvNq+PQ4ePlziyhQrUmQ1WRkZ+P38eenv+7VrQ3HzpmUKTLZoUQmY8/y0Uisyh0ajeIte0YfBNsjO5pDXCsbByQkhxZ7DZ85cA1PPrqqsK7iRec8INKa0PfoGj1uCXofinwUuzFJxWeSeayLGS7NiZnMAnx85gqzMzBJXFlmRIqtRKpVaf4fk5lpsbgpXAyS7pWfFL70terduWX2uFtmO9Bw+GXMNTD27qugKbnKxt6uCMnOFQUv06Btidq+Dgd6FpunpbEwiw0zEeIlWzBQCru3bw+n6dTQHkJmVBbAiRfZG4egIkZ+PrJs38XejRqj/6JHFjl20ReuiSoXguDi9KxmxBZfsVdF4FYWFNswJWYu5cw3MadUvvoKbXPp6u1i5IkuQ1etQ5LOQcvOmtDALkbUVj9PMI0fg9E95Wpp7MCtSZFUKR0eoQkNR758V+0pNT4tWWE6OwZWM+AwOKg/+Dg3lPKmKzIy5BqV5dpU59PV2cbETKnNFPgtKPz9b54YqsyKN7KW5B7P0pDJh0bkp/7RoFRYU4GpAgNGVjIo/g4NfGsheKH19pdXdOE+KTD27SrOCm1zGeru42AkRVVaWugfzGyWVP/+0aDlA3kpG/NJA9kTh4IAa164BNWrYOitk74qt4CZX8XKy+GInfHAwEVU2CgcH1Lx+vdRzlVmRonLN2EpGRZ/BUfRLQ/KlS/8bUsB5VGQjorAQd+rUQQNbZ4QqPL3lZJHFTji0lIioZFhqUsWkacH194dHQAD8bt2Sdvk1bgyVWg2VWo2rnp7o3LEjhDD1THgiy8pKSZGGW112d4eSD6umMqTy98dld3cAj3vrs6z5fDUiIjujGfZcWqxIUaWg8vfHOU9Pne1FnyFAZCsGnx1EZCXSsBYiokrIUo2ZvHNTpaBwcECT1FRkJiY+/klIQP4/LRHNAbMeaEhkLaxEkS0w7oiISteYWao5Ujk5OXB1dS3NIYjKjLFnCBCVNT47ioiIyDaK3oNL06gk65U7d+5EVFQUQkND4ezsDKVSCS8vL3Tp0gXvvfce4uPjS5wRojLHBSbIRiw1NpuIqLzi3GSylcL8fCQHB1vkWGZVpLZs2YJ69erhxRdfhJOTE2bMmIHNmzdj9+7dWLlyJbp06YJ9+/YhNDQU48ePR3JyskUyR0RUEXGhCSKqzIQQ6N2rl62zQZWQKCzEVS8v1M7LA1D6e7BZQ/sWL16MTz/9FE8++SQc9HR/PffccwCAO3fuYOnSpfjuu+/w2muvlThTREQVWdGWWC40QUSVTVZmJpadPy/9rVQqbZgbqkyKNmTecHZGvbS0Ut2DzapIxcTEmHWwGjVqYNGiRSXODBFRRVdYUICeERE4+s/frEQRUaWTlfV4oScABU2bwlGlsml2qHIQhYXISk6GJtr8bt2Cg1PpHqnLB/ISEZURUViIc97eOFpkuX22xBJRZVN0ov+jPXug4pxlsrLC/Hxc9fKSeqMAyzRkyq5ICSGwadMm/Pbbb0hKSkJhsZWnNm/eXOpMERFVRFkpKWhWpBIlOnSAgi2xZCNcOZJsQbPYTgPNBlaiyMo086KKVqLOeXqiiQXmJ8uuik2ZMgXDhw/HjRs34OHhAW9vb60fIiLSr+jcqMzr16E4dIhfIsgmuHIk2QoX26GyVnxeVMbdu2iSmmqbHqm1a9di8+bNeOqpp0p9ciKiykAIgczMTHTo0AFnNRtVKlaiyGaKf5mtzy+zZANcbIfKmt+tW/Cw4DNEZVekvL29EcpWLCIis2VlZcHT0xNFZ0NxbhTZC36ZJVth3FFZs3TMyT7a3LlzMW/ePGQXGWdIRETyKNgbRXaCX2aJiEpGdo/Uc889h++//x7+/v6oVasWnJ2dtfafOnXKYpkjsqaiPQLsHSBrUiqVyMjIADIzAbXa1tkhYvlHNsPYo7JmzZiTXZGKiopCbGwshg0bBrVazVZVKreKxi7jmKxJoVBAxdX5yI6w/CNbYexRWbNmzMmuSO3YsQO7d+9Gx44dLZoRIiIiIiKi8kL2wOigoCB4eXlZ5OQHDx5Ev379EBgYCIVCga1bt2rtF0Jg9uzZqF69Otzd3dGzZ0/8+eefWmnu37+PF154AV5eXvDx8cFLL730eAgNERERERGRlciuSH388ceYPn064uLiSn3yzMxMhIeHY9myZXr3L168GJ9//jlWrFiBY8eOQaVSITIyEo8ePZLSvPDCC/jjjz+wd+9ebN++HQcPHsTYsWNLnTciIiIiIiJDZA/tGzZsGLKysvDEE09AqVTqLDZx//59s4/15JNP4sknn9S7TwiBJUuWYNasWejfvz8A4Ntvv4VarcbWrVsxdOhQXLp0Cbt27cKJEyfQqlUrAMDSpUvx1FNP4aOPPkJgYKDcyyMiIiIiIjJJdkXq008/LZPJgTdu3EBCQgJ69uwpbfP29kbbtm0RExODoUOHIiYmBj4+PlIlCgB69uwJBwcHHDt2DAMHDtR77JycHOTk5Eh/p6WlWe9CiIph/JEtMf7I1hiDZEuMP7Ik2RWpkSNHGtxnyWdLJSQkAADUxZYKVqvV0r6EhAT4+/tr7XdyckLVqlWlNPosXLgQ8+bNs1heieRg/JEtMf7I1hiDZEuMP7Ik2XOkXn31Vb3bMzMz8dRTT5U6Q2Vh5syZePjwofRz+/ZtW2eJKhHGH9kS449sjTFItsT4I0sq0fLnVapU0arNZ2Zmok+fPhbNWEBAAAAgMTER1atXl7YnJiaiWbNmUpqkpCSt1+Xn5+P+/fvS6/VxdXWFq6urRfNLZC7GH9kS449sjTFItsT4I0uS3SO1Z88efPXVV1iyZAkAID09Hb169YJCocCuXbsslrHatWsjICAA+/fvl7alpaXh2LFjiIiIAABEREQgNTUVsbGxUppff/0VhYWFaNu2rcXyQkREREREVJTsHqknnngCu3btQrdu3eDg4IDvv/8erq6u2LFjB1QqlaxjZWRk4Nq1a9LfN27cwJkzZ1C1alUEBwdjypQpWLBgAerWrYvatWvjnXfeQWBgIAYMGAAAaNiwIfr06YMxY8ZgxYoVyMvLw6RJkzB06FCu2EdERERERFYjuyIFAE2bNsX27dvRq1cvtG3bFtu3b4e7u7vs45w8eRLdunWT/p46dSoAICoqCmvWrMH06dORmZmJsWPHIjU1FR07dsSuXbvg5uYmvWbdunWYNGkSevToAQcHBwwaNAiff/55SS6LiIiIiIjILGZVpJo3b653yXNXV1fEx8ejQ4cO0rZTp06ZffKuXbtCCGFwv0KhwPz58zF//nyDaapWrYr169ebfU4iIiIiIqLSMqsipRlKR0RERERERGZWpObMmWPtfBAREREREZUbZq3aZ2z4HRERERERUWVjVkWqUaNG+OGHH5Cbm2s03Z9//okJEyZg0aJFFskcERERERGRPTJraN/SpUsxY8YMvPzyy+jVqxdatWqFwMBAuLm54cGDB7h48SIOHz6MP/74A5MmTcKECROsnW8iIiIiIiKbMasi1aNHD5w8eRKHDx/Ghg0bsG7dOty8eRPZ2dnw9fVF8+bNMWLECLzwwguoUqWKtfNMRERERERkU7KeI9WxY0d07NjRWnkhIiIiIiIqF8yaI0VERERERET/w4oUERERERGRTKxIERERERERycSKFBERERERkUysSBEREREREckka9U+jcLCQly7dg1JSUkoLCzU2te5c2eLZIyIiIiIiMheya5IHT16FM8//zxu3rwJIYTWPoVCgYKCAotljoiIiIiIyB7JrkiNHz8erVq1wo4dO1C9enUoFApr5IuIiIiIiMhuya5I/fnnn9i0aRPq1KljjfwQERERERHZPdmLTbRt2xbXrl2zRl6IiIiIiIjKBbN6pM6dOyf9/sorr+D1119HQkICmjRpAmdnZ620TZs2tWwOiYiIiIiI7IxZFalmzZpBoVBoLS7x4osvSr9r9nGxCSIiIiIiqgzMqkjduHHD2vkgIiIiIiIqN8yqSIWEhEi/Hzx4EO3bt4eTk/ZL8/PzceTIEa20REREREREFZHsxSa6deuG+/fv62x/+PAhunXrZpFMERERERER2TPZFSnNXKji7t27B5VKZZFMERERERER2TOznyP17LPPAni8sMTIkSPh6uoq7SsoKMC5c+fQvn17y+eQiIiIiIjIzphdkfL29gbwuEfK09MT7u7u0j4XFxe0a9cOY8aMsXwOiYiIiIiI7IzZFanVq1cDAGrVqoU33niDw/iIiIiIiKjSMrsipTFnzhwAQFJSEq5cuQIAqF+/Pvz9/S2bMyIiIiIiIjsle7GJ9PR0DB8+HDVq1ECXLl3QpUsX1KhRA8OGDcPDhw+tkUciIiIiIiK7IrsiNXr0aBw7dgzbt29HamoqUlNTsX37dpw8eRLjxo2zRh6JiIiIiIjsiuyK1Pbt2/H1118jMjISXl5e8PLyQmRkJL766its27ZN1rEWLlyI1q1bw9PTE/7+/hgwYIA0XFDj0aNHmDhxIqpVqwYPDw8MGjQIiYmJWmlu3bqFvn37QqlUwt/fH9OmTUN+fr7cSyMiIiIiIjKL7IpUtWrVpBX8ivL29kaVKlVkHevAgQOYOHEijh49ir179yIvLw+9e/dGZmamlOa1117Dtm3bsHHjRhw4cADx8fHSUuzA46XX+/bti9zcXBw5cgTffPMN1qxZg9mzZ8u9NCIiIiIiIrPIXmxi1qxZmDp1KtauXYuAgAAAQEJCAqZNm4Z33nlH1rF27dql9feaNWvg7++P2NhYdO7cGQ8fPsSqVauwfv16dO/eHcDj1QMbNmyIo0ePol27dtizZw8uXryIffv2Qa1Wo1mzZnj33XcxY8YMzJ07Fy4uLnIvkYiIiIiIyCjZFano6Ghcu3YNwcHBCA4OBvB4aJ2rqyuSk5Pxn//8R0p76tQpWcfWLFZRtWpVAEBsbCzy8vLQs2dPKU2DBg0QHByMmJgYtGvXDjExMWjSpAnUarWUJjIyEhMmTMAff/yB5s2b65wnJycHOTk50t9paWmy8klUGow/siXGH9kaY5BsifFHliS7IjVgwAArZAMoLCzElClT0KFDBzRu3BjA454uFxcX+Pj4aKVVq9VISEiQ0hStRGn2a/bps3DhQsybN8/CV0BkHsYf2RLjj2yNMUi2xPgjSyrxc6QsbeLEibhw4QIOHz5sleMXNXPmTEydOlX6Oy0tDUFBQVY/LxHA+CPbYvyRrTEGyZYYf2RJsitSAJCamopNmzbhr7/+wrRp01C1alWcOnUKarUaNWrUkH28SZMmYfv27Th48CBq1qwpbQ8ICEBubi5SU1O1eqUSExOl+VkBAQE4fvy41vE0q/pp0hTn6uoKV1dX2fkksgTGH9kS449sjTFItsT4I0uSvWrfuXPnUK9ePXzwwQf46KOPkJqaCgDYvHkzZs6cKetYQghMmjQJW7Zswa+//oratWtr7W/ZsiWcnZ2xf/9+aduVK1dw69YtREREAAAiIiJw/vx5JCUlSWn27t0LLy8vhIWFyb08IiIiIiIik2RXpKZOnYqRI0fizz//hJubm7T9qaeewsGDB2Uda+LEifjuu++wfv16eHp6IiEhAQkJCcjOzgbweEn1l156CVOnTsVvv/2G2NhYjBo1ChEREWjXrh0AoHfv3ggLC8Pw4cNx9uxZ7N69G7NmzcLEiRPZ4kBERERERFYhe2jfiRMntFbm06hRo4bBxR0MiY6OBgB07dpVa/vq1asxcuRIAMCnn34KBwcHDBo0CDk5OYiMjMTy5cultI6Ojti+fTsmTJiAiIgIqFQqREVFYf78+fIujIiIiIiIyEyyK1Kurq56l4q8evUq/Pz8ZB1LCGEyjZubG5YtW4Zly5YZTBMSEoJffvlF1rmJiIiIiIhKSvbQvmeeeQbz589HXl4eAEChUODWrVuYMWMGBg0aZPEMEhERERER2RvZFamPP/4YGRkZ8Pf3R3Z2Nrp06YI6derA09MT7733njXySEREREREZFdkD+3z9vbG3r17cfjwYZw7dw4ZGRlo0aIFevbsaY38ERERERER2Z0SPUcKADp27IiOHTtaMi9ERERERETlgqyKVGFhIdasWYPNmzcjLi4OCoUCtWvXxuDBgzF8+HAoFApr5ZOIiIiIiMhumD1HSgiBZ555BqNHj8adO3fQpEkTNGrUCDdv3sTIkSMxcOBAa+aTiIiIiIjIbpjdI7VmzRocPHgQ+/fvR7du3bT2/frrrxgwYAC+/fZbjBgxwuKZJCIiIiIisidm90h9//33eOutt3QqUQDQvXt3vPnmm1i3bp1FM0dERERERGSPzK5InTt3Dn369DG4/8knn8TZs2ctkikiIiIiIiJ7ZnZF6v79+1Cr1Qb3q9VqPHjwwCKZIiIiIiIismdmV6QKCgrg5GR4SpWjoyPy8/MtkikiIiIiIiJ7ZvZiE0IIjBw5Eq6urnr35+TkWCxTRERERERE9szsilRUVJTJNFyxj4iIiIiIKgOzK1KrV6+2Zj6IiIiIiIjKDbPnSBEREREREdFjrEgRERERERHJxIoUERERERGRTKxIERERERERycSKFBERERERkUysSBEREREREcnEihQREREREZFMrEgRERERERHJxIoUERERERGRTKxIERERERERycSKFBERERERkUysSBEREREREcnEihQREREREZFMrEgRERERERHJxIoUERERERGRTKxIERERERERyWTTilR0dDSaNm0KLy8veHl5ISIiAjt37pT2P3r0CBMnTkS1atXg4eGBQYMGITExUesYt27dQt++faFUKuHv749p06YhPz+/rC+FiIiIiIgqEZtWpGrWrIlFixYhNjYWJ0+eRPfu3dG/f3/88ccfAIDXXnsN27Ztw8aNG3HgwAHEx8fj2WeflV5fUFCAvn37Ijc3F0eOHME333yDNWvWYPbs2ba6JCIiIiIiqgScbHnyfv36af393nvvITo6GkePHkXNmjWxatUqrF+/Ht27dwcArF69Gg0bNsTRo0fRrl077NmzBxcvXsS+ffugVqvRrFkzvPvuu5gxYwbmzp0LFxcXvefNyclBTk6O9HdaWpr1LpKoGMYf2RLjj2yNMUi2xPgjS7KbOVIFBQX44YcfkJmZiYiICMTGxiIvLw89e/aU0jRo0ADBwcGIiYkBAMTExKBJkyZQq9VSmsjISKSlpUm9WvosXLgQ3t7e0k9QUJD1LoyoGMYf2RLjj2yNMUi2xPgjS7J5Rer8+fPw8PCAq6srxo8fjy1btiAsLAwJCQlwcXGBj4+PVnq1Wo2EhAQAQEJCglYlSrNfs8+QmTNn4uHDh9LP7du3LXtRVD4olUBGxuMfpbLMTsv4q8RsFHNFMf4IgE1jkTFYydm4HGT8VUJWjDmbDu0DgPr16+PMmTN4+PAhNm3ahKioKBw4cMCq53R1dYWrq6tVz0HlgEIBqFRlflrGXyVmo5grivFHAGwai4zBSs7G5SDjrxKyYszZvCLl4uKCOnXqAABatmyJEydO4LPPPsOQIUOQm5uL1NRUrV6pxMREBAQEAAACAgJw/PhxreNpVvXTpCEiIiIiIrI0mw/tK66wsBA5OTlo2bIlnJ2dsX//fmnflStXcOvWLURERAAAIiIicP78eSQlJUlp9u7dCy8vL4SFhZV53omIiIiIqHKwaY/UzJkz8eSTTyI4OBjp6elYv349/vvf/2L37t3w9vbGSy+9hKlTp6Jq1arw8vLCK6+8goiICLRr1w4A0Lt3b4SFhWH48OFYvHgxEhISMGvWLEycOFFWt60QAgBXbqH/0cSCJjasifFH+pRVDDL+SB+WgWRLjD+yNbNjUNjQiy++KEJCQoSLi4vw8/MTPXr0EHv27JH2Z2dni5dffllUqVJFKJVKMXDgQHH37l2tY8TFxYknn3xSuLu7C19fX/H666+LvLw8Wfm4ffu2AMAf/uj83L592yKxzvjjT0l/rB2DjD/+GPthGcgfW/4w/vhj6x9TMagQogyq+3ausLAQ8fHx8PT0hEKhsHV2zJKWloagoCDcvn0bXl5ets6OxdjLdQkhkJ6ejsDAQDg4WHcErD3Hn738P8qCvV1rWcWgPcefHPb2/7MkW1wby0D9KlKc2fO1VPb4s+f/jaXY+zWaG4M2X2zCHjg4OKBmzZq2zkaJeHl52WUAlpY9XJe3t3eZnKc8xJ89/D/Kij1da1nEYHmIPzns6f9naWV9bSwDDatIcWav18L4s9//jSXZ8zWaE4N2t9gEERERERGRvWNFioiIiIiISCZWpMopV1dXzJkzp8I9VK6iXld5VZn+H5XpWiuiivz/q8jXVt5UpP9FRbqWiqYy/G8qyjVysYlyYuTIkfjvf/+LuLg4o+ni4uJQu3ZtrF69GiNHjiyTvFHlwBgkW2L8kb1hTFJZYrzZJ/ZIWcD69euxZMkSW2ejTF25cgWvvfYa2rdvDzc3NygUCoMf7lq1akGhUOj8jB8/XivdwYMH8cwzzyAoKAhubm4ICAhAnz598Pvvv2uli4uL03s8zc+YMWOktCdOnMCkSZPQqFEjqFQqBAcH47nnnsPVq1ct/p7YUmWMwc2bN2PIkCEIDQ2FUqlE/fr18frrryM1NVUn7WuvvYYWLVqgatWqUCqVaNiwIebOnYuMjAytdP/9738NxtXRo0cN5iU1NRX+/v5QKBTYtGmT3jSnTp3CM888I+WhcePG+Pzzz0v1HtgLxp/x+MvIyMCUKVNQs2ZNuLq6omHDhoiOjtZ73NTUVIwdOxZ+fn5QqVTo1q0bTp06pZXGWJwqFAq89957WuljY2Px9NNPIyAgAB4eHmjatCk+//xzFBQUWOz9sDeVMSaL69WrFxQKBSZNmqSzLzExEaNGjYK/vz/c3d3RokULbNy4USednHv9hg0bMGzYMNStWxcKhQJdu3a18BXZr8oYb3JiAwB+/vlntGjRAm5ubggODsacOXOQn59v9BxjxoyBQqHA008/rbVdbhm4d+9edOzYEUqlElWqVMHgwYNNVkjNxVX7LGD9+vW4cOECpkyZYrVzfPXVVygsLLTa8eWKiYnB559/jrCwMDRs2BBnzpwxmr5Zs2Z4/fXXtbbVq1dP6++rV6/CwcEB48ePR0BAAB48eIDvvvsOnTt3xo4dO9CnTx8AgJ+fH9auXatzjl27dmHdunXo3bu3tO2DDz7A77//jn/9619o2rQpEhIS8MUXX6BFixY4evQoGjduXMJ3wL5UxhgcO3YsAgMDMWzYMAQHB+P8+fP44osv8Msvv+DUqVNwd3eX0p44cQKdOnXCqFGj4ObmhtOnT2PRokXYt28fDh48qLO06auvvorWrVtrbatTp47BvMyePRtZWVkG9+/Zswf9+vVD8+bN8c4778DDwwN//fUX/v777xJevX1h/BmOv4KCAkRGRuLkyZOYOHEi6tati927d+Pll1/GgwcP8NZbb0nHLCwsRN++fXH27FlMmzYNvr6+WL58Obp27YrY2FjUrVsXANCwYUO9ZeDatWuxZ88erTIwNjYW7du3R926dTFjxgwolUrs3LkTkydPxl9//YXPPvvMyu+UbVTGmCxq8+bNiImJ0bsvLS0NHTt2RGJiIiZPnoyAgAD8+OOPeO6557Bu3To8//zzUlo59/ro6GjExsaidevWuHfvnqUvya5VxniTExs7d+7EgAED0LVrVyxduhTnz5/HggULkJSUZLBR6eTJk1izZg3c3Nx09skpA7dv347+/fujRYsWWLRoEdLS0vDZZ5+hY8eOOH36NPz8/ORffFHWfcxZ5dC3b18REhJi62wIIYS4ceOGACBWr15t1fPcu3dPpKWlCSGE+PDDDwUAcePGDb1pQ0JCRN++fUt0nszMTKFWq0VkZKTJtD169BBeXl4iOztb2vb777+LnJwcrXRXr14Vrq6u4oUXXihRnuxRZYzB3377TWfbN998IwCIr776yuTrP/roIwFAxMTEaB0TgNi4caPZ+Th//rxwcnIS8+fP1/vahw8fCrVaLQYOHCgKCgrMPm55wvh7TF/8/fjjjwKAWLVqlVbaQYMGCTc3N5GYmCht27Bhg04MJSUlCR8fH/Hvf//bZJ7q1Kkj6tatq7VtzJgxwsXFRdy7d09re+fOnYWXl5fJY5ZXlTEmNbKzs0WtWrWkMmnixIla+xcvXiwAiP3790vbCgoKROvWrUVAQIDWPVPOvf7WrVtSGdeoUSPRpUsXy16YHauM8SYnNsLCwkR4eLjIy8uTtr399ttCoVCIS5cu6aQvLCwUERER4sUXX5T1HVJfGRgWFibq1KmjFddnzpwRDg4OYurUqWYd1xgO7TMhPT0dU6ZMQa1ateDq6gp/f3/06tVLGmrRtWtX7NixAzdv3pS6FGvVqgUAyM3NxezZs9GyZUt4e3tDpVKhU6dO+O2332TnY+TIkdJxNVJTUzFy5Eh4e3vDx8cHUVFROsNKkpKS4Ofnh65du0IUmQ537do1qFQqDBkyRNqWlZWFy5cvIyUlxWR+qlatCk9PT1nXkJubi8zMTFmvUSqV8PPz0ztcpqi7d+/it99+w7PPPqvVetG+fXu4uLhopa1bty4aNWqES5cuycqLrTAG9dM3bGTgwIEAYNb/VnMthmIrPT3d5LADAJg8eTIGDhyITp066d2/fv16JCYm4r333oODgwMyMzPtqlXRFMaffubG36FDhwAAQ4cO1Uo7dOhQPHr0CD/99JO0bdOmTVCr1Xj22WelbX5+fnjuuefw008/IScnx2B+jh8/jmvXruGFF17Q2p6WlgY3Nzf4+Phoba9evbpWr215wpg0bvHixSgsLMQbb7yhd/+hQ4fg5+eH7t27S9scHBzw3HPPISEhAQcOHJC2y7nXBwUFWf3hubbAeNPP3Ni4ePEiLl68iLFjx8LJ6X8D4V5++WUIIfQOh1+7di0uXLigM0TPGH1l4P3793Hx4kUMHDhQ67tgeHg4GjZsiB9++MHs4xtS8SLewsaPH4/o6GgMGjQIy5cvxxtvvAF3d3fpRvn222+jWbNm8PX1xdq1a7F27VppnGxaWhpWrlyJrl274oMPPsDcuXORnJyMyMhIk0PhTBFCoH///li7di2GDRuGBQsW4O+//0ZUVJRWOn9/f0RHR+PAgQNYunQpgMfDR0aOHAlPT08sX75cSnv8+HE0bNgQX3zxRanyps+vv/4KpVIJDw8P1KpVy+hwkrS0NKSkpODy5ct46623cOHCBfTo0cPo8X/44QcUFhbqfInQRwiBxMRE+Pr6yr4OW2AMmi8hIQEA9P5v8/PzkZKSgvj4eOzZswezZs2Cp6cn2rRpo5N21KhR8PLygpubG7p164aTJ0/qPd/GjRtx5MgRLF682GCe9u3bBy8vL9y5cwf169eHh4cHvLy8MGHCBDx69KhE11mWGH/m0xd/OTk5cHR01GnQUSqVAB4PvdM4ffo0WrRoofNltE2bNsjKyjI6t3PdunUAoFMGdu3aFWlpaRg3bhwuXbqEmzdvYsWKFdi8eTNmzpxZgqu0PcakYbdu3cKiRYvwwQcfGKwo5+Tk6N2nLyaJ8VZap0+fBgC0atVKa3tgYCBq1qwp7ddIT0/HjBkz8NZbbyEgIMDs8+grAzWNT4biPT4+Xiq3S6zUfVoVnLe3t063eHGGunTz8/N1hpU9ePBAqNVq8eKLL8rKR1RUlNY5tm7dKgCIxYsXa52vU6dOert0//3vfwulUimuXr0qdcFu3bpVK41mWNOcOXNk5c1Ul26/fv3EBx98ILZu3SpWrVol5XH69Ol600dGRgoAAoBwcXER48aN0xqup0/Lli1F9erVzRo6tXbtWr1DbewVY9B8L730knB0dBRXr17V2RcTEyPFFQBRv359neFZv//+uxg0aJBYtWqV+Omnn8TChQtFtWrVhJubmzh16pRW2qysLBEcHCxmzpyplffiQ/uaNm0qlEqlUCqV4pVXXhH/93//J1555RUBQAwdOrRE11mWGH/m0xd/H3/8sQAgDh06pJX2zTffFADE008/LW1TqVR635cdO3YIAGLXrl16z5ufny/UarVo06aN3n2TJk0Szs7OUuw7OjqK6OjoEl2jPWBMGjZ48GDRvn176W/oGdr3yiuvCAcHBxEXF6e1fejQoQKAmDRpkt5jm7rXF1WRhvYx3kwzFhuafbdu3dLZ17p1a9GuXTutbW+88YaoXbu2ePTokRDCvOkhhsrAgoIC4ePjI3r06KG1PSUlRahUKgFAnDx50pxLNIgVKRNCQkJEq1atxJ07dwymMWdsbEFBgbh3755ITk4Wffv2Fc2aNZOVj+IfoLFjxwonJyeRnp6ulU4zHr/4B+jevXuievXqomnTpsLNzU0MHz5c1vmNkVO4CvF47GtkZKRwcnISt2/f1tl/+vRpsWfPHrFq1SrRuXNnMWrUKJ3rLOrKlSsCgHjttddMnvvSpUvCy8tLREREiPz8fLPya2uMQfOsW7fOaAX94cOHYu/evWLr1q1i+vTpokWLFmLbtm0mj/vnn38Kd3d3nXl6s2fPFtWrV5eu31BFKjQ0VAAQ48eP19o+btw4AUBvpc+eMP7MYyj+7t69K7y9vUXdunXFnj17xI0bN8R//vMf4eXlJQBo3eAdHBzEhAkTdI69f/9+AUBs2bJF77l3794tAIjPPvtM7/5PP/1UPP300+Kbb74RGzZsEAMGDBBOTk4Gj2fvGJP6/frrr0KhUIjjx49L2/RVpM6ePSucnZ1FmzZtxO+//y6uXbsm3n//feHq6ioAiJdeeknv8StrRYrxZpqx2NDM1Ss6H1SjU6dOIjw8XPr7ypUrwtnZWWzatEnaZk5FylgZOGPGDAFAvPnmm+Lq1avi5MmTonv37lLjUvFGLrlYkTJhw4YNws3NTTg4OIjWrVuLOXPmiL/++ksrjbEP0Jo1a0STJk20WgMBiNq1a8vKR/EPUGRkpAgKCtJJd/bsWYOTDDdu3CgACLVaLR48eCDr/MbIrUgJIcSuXbsEALF27Vqj6XJyckSjRo3EoEGDDKaZPXu2Wa0Kd+/eFaGhoSIoKMhogWhvGIOmHTx4ULi5uYnIyEityazGrFu3Tjg4OIgzZ86YTDt06FDh4uIiVb5v3Lgh3N3dxddffy2lMVSRatSokQAgDhw4oLX9wIEDAoD45ptvzMqvrTD+TDMVfwcOHBDBwcHStXt5eUkLU/Tv319KV9IeqREjRghHR0eRkJCgs2/hwoUiICBA58tW165dRWBgoNmfF3vCmNSVl5cnGjduLEaMGKG1XV9FSnPeatWqSdceEBAgoqOjBQAxefJkveeorBUpxptpluqR6tOnj07cmFORMlYG5uTkiJdeekk4ODhI733v3r3F+PHjBQBx+vRps67REM6RMuG5557D9evXsXTpUgQGBuLDDz9Eo0aNsHPnTpOv/e677zBy5Eg88cQTWLVqFXbt2oW9e/eie/fuNplsvnv3bgDAgwcPbL7sclBQEIDHEwGNcXFxwTPPPIPNmzcjOztbb5r169ejfv36aNmypcHjPHz4EE8++SRSU1Oxa9cuBAYGljzzZYwxaNzZs2fxzDPPoHHjxti0aZPWZFZjNBP6zZlsGhQUpLVYyuzZs1GjRg107doVcXFxiIuLk8ZZJycnIy4uTnp/NbGmVqu1junv7w/g8Xthzxh/xpkTf507d8b169dx+vRpHD58GHfu3EG7du0AaD8Gonr16rh7967O6zXb9JVb2dnZ2LJlC3r27KkTYwCwfPlydO/eHR4eHlrbn3nmGcTHx1vsWSpliTGp69tvv8WVK1cwbtw4qUzS/G/T09MRFxen9YiGwYMHIz4+HsePH0dMTAxu3ryJ0NBQALqPJqnsGG+lU716dQAwWLZpyrVff/0Vu3btwuTJk7ViOD8/H9nZ2YiLi0NaWprOMUyVgS4uLli5ciXi4+Nx8OBBXLlyBbt378bDhw/h4OBg9NEmZilVNawSSkxMFDVq1BAdOnSQtj399NN6WyL69+8vQkNDRWFhodb29u3by14ms7Rdujt37pSGndSoUUO0aNHCYi2RJemR2rZtmwAg1q9fbzLtlClTDHYLHz16VAAQ8+fPN/j67Oxs0alTJ6FUKsWRI0fMzqO9Ygz+z7Vr10RAQICoV6+eSEpKkvXa1NRUAUDvUKriNEtVa+bgdenSRatlUd+PprVPMxem6FLDQvxvuNa6detk5dvWGH//U5r4W7ZsmQAgdu/eLW0bPHiwUKvVOnM9x4wZI5RKpTRnoKgffvhBABDffvut3vO4uLiIIUOG6Gz/4IMPBAC9Sw+XN4xJIebMmWOyTDI1lHPatGkCgLhy5Yre/ZW1R6o4xpsuY7Fx4cIFAUAsW7ZMa/udO3e0vr+tXr3aZAx/+umnOsc3VQbqk5+fL6pXry4iIiJkXac+7JEyoqCgAA8fPtTa5u/vj8DAQK1laFUqlU46AHB0dAQAreUmjx07ZvAheXI89dRTyM/P13qQWUFBgbQiS1GpqakYPXo02rRpg/fffx8rV67EqVOn8P7772ulK8kyq6bcv38fBQUFWtvy8vKwaNEiuLi4oFu3btL2pKQkvXn/v//7PwQFBUkt+EWtX78eALQeIFhUQUEBhgwZgpiYGGzcuBERERGluZwyxxg0LCEhAb1794aDgwN2795t8KF6qampyMvL09m+cuVKANorCSUnJ+ukO3v2LH7++WfpXACwYMECbNmyRevn3XffBQBMnz4dW7ZsgUqlAvC4NRMAVq1apXN+Jycnvcto2wvGn2Hmxp8+ycnJ+OCDD9C0aVP07NlT2j548GAkJiZi8+bN0raUlBRs3LgR/fr1g6urq86x1q9fD6VSKS29Xly9evWwd+9erQekFhQU4Mcff4SnpyeeeOIJs/NtDxiT+g0dOlSnTNqyZYuUry1btqBt27YGX//nn39ixYoVePrpp9kjVQTjrfQaNWqEBg0a4Msvv9T6PhgdHQ2FQoHBgwcDALp37643hv38/NCqVSts2bIF/fr10zm+qTJQn48++gh3797F66+/XurrM28MTCWVnp6OmjVrYvDgwQgPD4eHhwf27duHEydO4OOPP5bStWzZEhs2bMDUqVPRunVreHh4oF+/fnj66aexefNmDBw4EH379sWNGzewYsUKhIWFISMjo1R569evHzp06IA333wTcXFxCAsLw+bNm/V+kCdPnox79+5h3759cHR0RJ8+fTB69GgsWLAA/fv3R3h4OIDHy15269YNc+bMwdy5c42e/+HDh9KH9ffffwcAfPHFF/Dx8YGPjw8mTZoEAPj555+xYMECDB48GLVr18b9+/elJ4C///77WktbPvnkk6hZsybatm0Lf39/3Lp1C6tXr0Z8fDw2bNigk4eCggJs2LAB7dq1M/hl4PXXX8fPP/+Mfv364f79+/juu++09g8bNszoddoaY9CwPn364Pr165g+fToOHz6Mw4cPS/vUajV69eoFAPjvf/+LV199FYMHD0bdunWRm5uLQ4cOYfPmzWjVqpVWDAwZMgTu7u5o3749/P39cfHiRXz55ZdQKpVYtGiRlK5jx446+dE8p6d169YYMGCAtL158+Z48cUX8fXXXyM/Px9dunTBf//7X2zcuBEzZ86062GmjD/DzI0/AOjSpQsiIiJQp04dJCQk4Msvv0RGRga2b9+utdT54MGD0a5dO4waNQoXL16Er68vli9fjoKCAsybN08nD/fv38fOnTsxaNAgnaF7Gm+++SaGDRuGtm3bYuzYsXB3d8f333+P2NhYLFiwAM7Ozkav094wJvVr0KABGjRooHdf7dq1tcokAAgLC8O//vUvBAcH48aNG4iOjkbVqlWxYsUKrXTm3usB4ODBgzh48CCAx40FmZmZWLBgAYDHw1s7d+5s5N2zT4w3w+TExocffohnnnkGvXv3xtChQ3HhwgV88cUXGD16NBo2bAgACA4ORnBwsM55pkyZArVarRPDgHll4HfffYf/+7//Q+fOnaX/348//ojRo0dj0KBBRq/RLKXu06rAcnJyxLRp00R4eLjw9PQUKpVKhIeHi+XLl2uly8jIEM8//7zw8fERAKSu18LCQvH++++LkJAQ4erqKpo3by62b9+u0z1rDn2vuXfvnhg+fLjw8vIS3t7eYvjw4eL06dNaXbo//fSTACA+/vhjrdempaWJkJAQER4eLnJzc4UQ8pa91Dw5W99P0XyePHlS9OvXT9SoUUO4uLgIDw8P0bFjR/Hjjz/qHPOLL74QHTt2FL6+vsLJyUn4+fmJfv36iYMHD+rNg2bBis8//9xgPk0NwbJ3jEHDjP1fiw4puXbtmhgxYoQIDQ0V7u7uws3NTTRq1EjMmTNHZGRkaB3zs88+E23atBFVq1YVTk5Oonr16mLYsGHizz//NJkfQ4tNCCFEbm6umDt3rggJCRHOzs6iTp06eoco2BvGn2Hmxp8QQrz22msiNDRUuLq6Cj8/P/H888/rTFbXuH//vnjppZdEtWrVhFKpFF26dBEnTpzQm3bFihUCgPj555+N5nXXrl2iS5cuwtfXV7i4uIgmTZqIFStWmLxGe8SYlAcGFpsYOnSoCAoKEi4uLiIwMFCMHz9e7/B5c+/1QhgfXljS/Nsa480wObEhhBBbtmwRzZo1E66urqJmzZpi1qxZ0nmNMbbYhDll4LFjx0Tnzp1FlSpVhJubmwgPDxcrVqzQGW5ZUgohivQ3EhERERERkUmcI0VERERERCQT50jZ2P3795Gbm2twv6Ojo6xJzERyMQbJlhh/ZG8Yk1SWGG/lG4f22VjXrl1x4MABg/tDQkLK5XM+qPxgDJItMf7I3jAmqSwx3so3VqRsLDY21ugDOd3d3dGhQ4cyzBFVNoxBsiXGH9kbxiSVJcZb+caKFBERERERkUycIwWgsLAQ8fHx8PT0hEKhsHV2yA4IIZCeno7AwECt57xYA+OP9CmrGGT8kT4sA8mWGH9ka+bGICtSAOLj4xEUFGTrbJAdun37NmrWrGnVczD+yBhrxyDjj4xhGUi2xPgjWzMVg6xIAfD09ATw+M3y8vKycW7IHqSlpSEoKEiKDWti/JE+ZRWDjD/Sh2Ug2RLjj2zN3BisMBWpZcuW4cMPP0RCQgLCw8OxdOlStGnTxqzXarpyvby8+CEiLWXRzc/4I2OsHYOMPzKGZSDZEuOPbM1UDFaIB/Ju2LABU6dOxZw5c3Dq1CmEh4cjMjISSUlJts4aERERERFVQBWiIvXJJ59gzJgxGDVqFMLCwrBixQoolUp8/fXXJT6mKCxEZlISMpOSIAoLLZhbItMYf2RLjD+yNcYg2RLjj8xV7of25ebmIjY2FjNnzpS2OTg4oGfPnoiJidH7mpycHOTk5Eh/p6Wl6aTJSkmBSq0GACRfuABleXiqtFIJKBRQKpVcecaOlfv4+yfOTCdjHNqjch9/5jIQp4xL26sUMWiinGQc2k6FiT8z7sWMM+sr9xWplJQUFBQUQP1PwGuo1WpcvnxZ72sWLlyIefPmmX0Ov8aNS5XHsnIaQCcAzdq3x6HDh/nhsVPlPf40cWbqAXRNmzTB3r17oVAooPT1hcLKS9iSecp7/JnLUJw2Z/loc5UhBk2VkywfbaeixJ859+KicQaAsWYF5f6BvPHx8ahRowaOHDmCiIgIafv06dNx4MABHDt2TOc1+lojgoKC8PDhQ2mioSgsxHkfHzRNT7f+RVjYYQDN09Oh8vCwdVbKrbS0NHh7e2vFhKVU9PjT57K7O2pevw6Fh4dWCxpbywyzVgxWxvgriuWjeVgGlh2pfNR8weXoEsaflRS9FytVqkobX+YwNwbLfY+Ur68vHB0dkZiYqLU9MTERAQEBel/j6uoKV1dXo8dVODigSWoqMlNSLJZXqxECbr17w/HcOQBARwAZGRkAvyjYpXIbf8XiTI4G2dlA9eo6LWhsLSt75Tb+zGUiTjsCSL55E9AzVIfxVzYqdAyWoJzUlI8amnKySZMm+P30aTg4Olo+n5VYuY8/C92LJzZpgsOMr1Ir9xUpFxcXtGzZEvv378eAAQMAPH5K9f79+zFp0qRSHVvh4ACVv78FclkGzpxBZlwcVKGhAIDk4GAgJQUqPqm73LLL+DtzBsjKMplMCIGsrCyIwkL8HRr6uPAG0BxARtGE588DRRo8NK1lKn9/fqG1MbuMP3PpidPMpCSpfDQ0VEenZ6AopZItuGWs3MagiXLSUPmoIZWT58/jokqFBhkZcHAq91/Xyh27jj8z7sWaOAOg9158hPFlERXinZs6dSqioqLQqlUrtGnTBkuWLEFmZiZGjRpl66yVHYUCypAQXHZ3R4PsbNTOy8NVb2+MbNIEe/buhUKlqvRDBcgCFApApTKdDJCGTtXPyEBmcrJZLWia1rJznp5okprKyhSVjJ44VYaE4Jynp9GhOsV7BorStODu+f13KS5ZnpJeJspJnfJR0+uhp6chLCcHl728UD8jg+Uh/Y8Z9+KicQbovxczvkqvQlSkhgwZguTkZMyePRsJCQlo1qwZdu3apbMARUWncHBAvbQ03PTwQEhODurhcYsDAgK0hgoUHUpVHIe2kKUpHBwer35UrAXNWGtZ0/R0ZCQlwcPA8FwiuYwN1THUM1CUpgX3tJeXNDyVQ1OptHR6Pf4pJwsLCnDT1xe18/LQIDsbmSkp9ts7QuVC0XtxYXo6bvn6ohbjq9QqREUKACZNmlTqoXwVgYOTE4IzM1HQooVWq1bRoQIw8uW0+NAWfjEgiynWgqavtSz50iVp2NXfoaFsJSOLMjZUR6tnoKhivQRaw1P1DE2tl5bGYTJUcv+Ukw4A/G7dMthDSlRiCgUUHh7IcXQE8vJsnZtyj99QKiCFoyMcz5yBSE9HZkICCpo2Nfu1DbKz4VG9OlRqNVRqNa54eKAwP9+KuSV6TOHgAN+GDXHFzQ3A41jMsseJvlQhaSpZOj9q9ePyNC3NZFnaIDsbV728+ABPsoiijUiMKbKkrJQU1H/0CABwFUBhQQFjrITYbFZR/dPioPLwkIYKFB1KVZyhoS0NsrNx0cMDDTIzubILEVVOCgUUnp5wLDI8tfjQ1OTgYA7DIqtJDg4Gbt3istVkEUqlUvq9HgAEBmqPSCrysF/OBTWOFanK4J+hAsWHUhVXdGhL0S8GYTk5aN+8OX4/e5YfJrKqoq1kl93dUd/X18Y5IiqiyPBUnfKUw7DIwpS+vloLSBVdtnqPkbnO5hyXQ6YrN4VKBdGhAxS//y5tK7rYTtFHlRSfC6rBOHqMFSmSFJ8/oExJAby9AQDLzp9HZkYGPDw9bZU9qmQMLkNNZIeKxmpWcrJlD16kddhwErYaVzSaBaQue3npLFttbK6zKUaX+S8pAzHKuLRTCgUUhw5BZGYiMyNDZ0SSsbmgGlaJIw0zyjzt5LaLM1akyCAHT08UNG0Kx3Pn0BxAu/Bw7IuJMTtY2VpBpZF97x6fJ0XlkqHnVJVU8QdZ61O01Zhlb8Xh4OQk6xES5jC2zH9JGYpR9mbYsX+mgHh4ePxvRJKMh/1aI440zCnzijIUZ0VZK+ZYkSLDFAo4HD4MeHkBAI7euCGrFczUwy35XCsyxq9xY3ktXjJbsLRfyjik0lH6+pp8TlVJ6TzIWp8ircYmPzcsf8uVostWi8xMg3OdTTFnmf+SMhijpnozOOfLLmiNSDIwF1TDmnGkYVaZV5QZvbQ65aKFHrLOihQZpfDw0BlHay5TD7cs/lwrtlBR8S+jclq85LZgFWVOa5Y5GMOVl7HnVJWYjNbhokx9boqXvyo/P8ZteVB0EakSMrjMf0mVMkZPA3i1fXscPHyYlSl7YWwu6D8sHkcaJYwncxQvF4vONyxNGciKFBlXZBytua1g5j7csvhzrcxtRX38K1tSKyLNl9GMpCTZLV6yW7CKKuWcAw2zetAYxxWWsedUlVixB1nro2k1NreluHj5e87TE01SU1mZqgTKMkbN6c1oDuDzI0eQlZlZqgoilS2rxJGGGWVeUcZWpAYMfyctOt+wNGUgK1JkWglawcx9uGVR5raialaR+f30aS7JXgEpHBzgERBgfouXFVuw5DKnB41xTLIUe5C13iT4X6ux0c+Ngc9K0/R0LtlOJWcgRo32ZiQnw7V9ezhdv47mADKzsgBWpAgwq8zTSg7jK1IDxcpFPeVgacpAVqTIKoy2VhR7rpXsVlQAOH8eF1UqBMfFQeHhwfH+FZCsFi+ZLVhFmWrNMusYMsaMF4/j097eaJaWxt4AsgiTn5si5W/KzZsWXxiDyBTNnK/MI0fgZIGRAESm6JSL/8w3tEQZyIoUlT09z7UqSStqWE6ONMa6+HwrQziHpYKS2YKl9VKYbs0yh8keNANx3Dwzk70BVHaKlL9KPz9b54YqMzZ8kq38M9LKvVq1Uh+KFSmyC+a2ogJAYUEBrgYEaI2xLj7fypDic1hYsSJLMasHrUgcZyYlQRUaCuBxTBMREVHZkEaSlPI4/AZJ5YOmx0GlgoOX1+PW/4QEFDRtKuswDbKz4VG9OlRqNVRqNc77+EAUFlop00TFFIljoVRKm68FBrIyRUREVEayUlKkBvnL7u5Q+vqW6DjskaJyqehzNYrOtzLE0ByWpunpyEhKggfHaVNZc3eXfm0OoDArC/D0tF1+iIiIKiGzn1epBytSVL7pmW9lSNE5LFnJydIEw79DQ1E/I4ND/KhMKR49kn4vaNoUjlyxioiIqEwUHY1Umu9//OZIlYZmDovK3x++DRvi8j89Ag2ys5FljQfLEZnp0Z49nHhNRERUBjSjlCyhVBWpnJwci2SCqKwpHBxQ8/p1W2eD6DFWooiokuH8ZLIVS82PAmRWpHbu3ImoqCiEhobC2dkZSqUSXl5e6NKlC9577z3Ex8eXOCNEZY1D+YioMuMXWbKVwoIC3KpVy9bZoEpKCCH9Xpr5UYCZFaktW7agXr16ePHFF+Hk5IQZM2Zg8+bN2L17N1auXIkuXbpg3759CA0Nxfjx45GcnFziDBEREZF1WXJoC5EcQgh0bN788bMgUfoeASJzicJCZCQmomdEhLSttI3qZi02sXjxYnz66ad48skn4aDnhM899xwA4M6dO1i6dCm+++47vPbaa6XKGBFRRVa0RYyorBUf2lKfX2SpjGRlZmLZ+fPS3/USEjhChKxOFBbivI8Pmqan42iR7coijyIpCbMqUjExMWYdrEaNGli0aFGpMkREVNEJIdC7Vy8csXVGiFD6oS1EsmRlofk/vxY0bQpHPvaBykBWSgqapqdrbRMdOkChUpXquFz+nIiojBVvkS1tixhRabASRWVFCIGszExovro+2rMHKi62Q2Wg6CiQ5AsX4BsS8rgSVcr4k12REkJg06ZN+O2335CUlITCYpNVN2/eXKoMERFVeMVbZEvZIkYkFxeaoLImhECnDh3wdUwM/DQbWYkiKxOFhchMTkbPiAhpSJ/Szw8KCz27UXYz1JQpUzB8+HDcuHEDHh4e8Pb21vohKg+EEMjMzLR1NqgSKh57fIYUlTUuNEG2kJWZiaUxMaj3z99XVSouMkFWpZkX5REQgKM3bkjbLTkKRHaP1Nq1a7F582Y89dRTFssEUVnLyspC7dBQsCpFZU0n9liJojLGhSbIJor0xOeHhqLu1ascVkpWZa15UUXJrkh5e3sjlC1ZVMFwjgrZCmOPbIkLTZAt5Bw5ApWjo62zQZWIJedFFSW79Jw7dy7mzZuH7H9as4jKI6VSiaTEROlvBXsFqIww9sjWilbeVRaaJ0BkStG4U3JeKJWBojHnGxLyeF6Uhe+5snuknnvuOXz//ffw9/dHrVq14OzsrLX/1KlTFssckbUoFAqoWJCTDTD2yNaKVt5ZkaeywrijslYWMSe7IhUVFYXY2FgMGzYMarWaHwYiIiIiIqp0ZFekduzYgd27d6Njx46lPvnBgwfx4YcfIjY2Fnfv3sWWLVswYMAAab8QAnPmzMFXX32F1NRUdOjQAdHR0ahbt66U5v79+3jllVewbds2ODg4YNCgQfjss8/gweEKRERERERkJbLnSAUFBcHLy8siJ8/MzER4eDiWLVumd//ixYvx+eefY8WKFTh27BhUKhUiIyPx6NEjKc0LL7yAP/74A3v37sX27dtx8OBBjB071iL5IyIiIiIi0kd2Rerjjz/G9OnTERcXV+qTP/nkk1iwYAEGDhyos08IgSVLlmDWrFno378/mjZtim+//Rbx8fHYunUrAODSpUvYtWsXVq5cibZt26Jjx45YunQpfvjhB8THx5c6f0RERERERPrIHto3bNgwZGVl4YknnoBSqdRZbOL+/fsWydiNGzeQkJCAnj17Stu8vb3Rtm1bxMTEYOjQoYiJiYGPjw9atWolpenZsyccHBxw7NgxvRU0AMjJyUFOTo70d1pamkXyTGQOxh/ZEuOPbI0xSLbE+CNLkl2R+vTTT8tkgYmEhAQAgFqt1tquVqulfQkJCfD399fa7+TkhKpVq0pp9Fm4cCHmzZtn4RwTmYfxR7bE+CNbYwySLTH+yJJkV6RGjhxpcF95ebbUzJkzMXXqVOnvtLQ0BAUF2TBHVJkw/siWGH9ka4xBsiXGH1mS7IrUq6++is8//1xne2ZmJp5++mn89ttvFslYQEAAACAxMRHVq1eXticmJqJZs2ZSmqSkJK3X5efn4/79+9Lr9XF1dYWrq6tF8kkkF+OPbInxR7bGGCRbYvyRJclebGLHjh2YM2eO1rbMzEz06dMH+fn5FstY7dq1ERAQgP3790vb0tLScOzYMURERAAAIiIikJqaitjYWCnNr7/+isLCQrRt29ZieSEiIiIiIipKdo/Unj170KlTJ1SpUgVTpkxBeno6IiMj4eTkhJ07d8o6VkZGBq5duyb9fePGDZw5cwZVq1ZFcHAwpkyZggULFqBu3bqoXbs23nnnHQQGBkrPmmrYsCH69OmDMWPGYMWKFcjLy8OkSZMwdOhQBAYGyr00IiIiIiIis8iuSD3xxBPYtWsXunXrBgcHB3z//fdwdXXFjh07oFKpZB3r5MmT6Natm/S3ZsxqVFQU1qxZg+nTpyMzMxNjx45FamoqOnbsiF27dsHNzU16zbp16zBp0iT06NFDeiCvvqGHREREREREliK7IgUATZs2xfbt29GrVy+0bdsW27dvh7u7u+zjdO3aFUIIg/sVCgXmz5+P+fPnG0xTtWpVrF+/Xva5iYiIiIiISsqsilTz5s31Lnnu6uqK+Ph4dOjQQdp26tQpy+WOiIiIiIjIDplVkdLMSSIiIiIiIiIzK1LFV+kjIiIiIiKqzMxa/tzYPCYiIiIiIqLKxqyKVKNGjfDDDz8gNzfXaLo///wTEyZMwKJFiyySOSIiIiIiIntk1tC+pUuXYsaMGXj55ZfRq1cvtGrVCoGBgXBzc8ODBw9w8eJFHD58GH/88QcmTZqECRMmWDvfRERERERENmNWRapHjx44efIkDh8+jA0bNmDdunW4efMmsrOz4evri+bNm2PEiBF44YUXUKVKFWvnmYiIiIiIyKZkPUeqY8eO6Nixo7XyQkREREREVC6YNUeKiIiIiIiI/ocVKSIiIiIiIplYkSIiIiIiIpKJFSkiIiIiIiKZWJEiIiIiIiKSSdaqfRqFhYW4du0akpKSUFhYqLWvc+fOFskYERERERGRvZJdkTp69Cief/553Lx5E0IIrX0KhQIFBQUWyxwREREREZE9kl2RGj9+PFq1aoUdO3agevXqUCgU1sgXERERERGR3ZJdkfrzzz+xadMm1KlTxxr5ISIiIiIisnuyF5to27Ytrl27Zo28EBERERERlQtm9UidO3dO+v2VV17B66+/joSEBDRp0gTOzs5aaZs2bWrZHBIREREREdkZsypSzZo1g0Kh0Fpc4sUXX5R+1+zjYhNERERERFQZmFWRunHjhrXzQUREREREVG6YVZEKCQmRfj948CDat28PJyftl+bn5+PIkSNaaYmIiIiIiCoi2YtNdOvWDffv39fZ/vDhQ3Tr1s0imSIiIiIiIrJnsitSmrlQxd27dw8qlcoimSIiIiIiIrJnZj9H6tlnnwXweGGJkSNHwtXVVdpXUFCAc+fOoX379pbPIRERERERkZ0xuyLl7e0N4HGPlKenJ9zd3aV9Li4uaNeuHcaMGWP5HBIREREREdkZsytSq1evBgDUqlULb7zxBofxERERERFRpWV2RUpjzpw5AICkpCRcuXIFAFC/fn34+/tbNmdERERERER2SvZiE+np6Rg+fDhq1KiBLl26oEuXLqhRowaGDRuGhw8fWiOPREREREREdkV2RWr06NE4duwYtm/fjtTUVKSmpmL79u04efIkxo0bZ408EhERERER2RXZFant27fj66+/RmRkJLy8vODl5YXIyEh89dVX2LZtm6xjLVy4EK1bt4anpyf8/f0xYMAAabigxqNHjzBx4kRUq1YNHh4eGDRoEBITE7XS3Lp1C3379oVSqYS/vz+mTZuG/Px8uZdGRERERERkFtkVqWrVqkkr+BXl7e2NKlWqyDrWgQMHMHHiRBw9ehR79+5FXl4eevfujczMTCnNa6+9hm3btmHjxo04cOAA4uPjpaXYgcdLr/ft2xe5ubk4cuQIvvnmG6xZswazZ8+We2lERERERERmkb3YxKxZszB16lSsXbsWAQEBAICEhARMmzYN77zzjqxj7dq1S+vvNWvWwN/fH7GxsejcuTMePnyIVatWYf369ejevTuAx6sHNmzYEEePHkW7du2wZ88eXLx4Efv27YNarUazZs3w7rvvYsaMGZg7dy5cXFzkXiIREREREZFRsitS0dHRuHbtGoKDgxEcHAzg8dA6V1dXJCcn4z//+Y+U9tSpU7KOrVmsomrVqgCA2NhY5OXloWfPnlKaBg0aIDg4GDExMWjXrh1iYmLQpEkTqNVqKU1kZCQmTJiAP/74A82bN9c5T05ODnJycqS/09LSZOWTqDQYf2RLjD+yNcYg2RLjjyxJdkVqwIABVsgGUFhYiClTpqBDhw5o3LgxgMc9XS4uLvDx8dFKq1arkZCQIKUpWonS7Nfs02fhwoWYN2+eha+AyDyMP7Ilxh/ZGmOQbInxR5ZU4udIWdrEiRNx4cIFHD582CrHL2rmzJmYOnWq9HdaWhqCgoKsfl4igPFHtsX4I1tjDJItMf7IkmRXpAAgNTUVmzZtwl9//YVp06ahatWqOHXqFNRqNWrUqCH7eJMmTcL27dtx8OBB1KxZU9oeEBCA3NxcpKamavVKJSYmSvOzAgICcPz4ca3jaVb106QpztXVFa6urrLzSWQJjD+yJcYf2RpjkGyJ8UeWJHvVvnPnzqFevXr44IMP8NFHHyE1NRUAsHnzZsycOVPWsYQQmDRpErZs2YJff/0VtWvX1trfsmVLODs7Y//+/dK2K1eu4NatW4iIiAAARERE4Pz580hKSpLS7N27F15eXggLC5N7eURERERERCbJrkhNnToVI0eOxJ9//gk3Nzdp+1NPPYWDBw/KOtbEiRPx3XffYf369fD09ERCQgISEhKQnZ0N4PGS6i+99BKmTp2K3377DbGxsRg1ahQiIiLQrl07AEDv3r0RFhaG4cOH4+zZs9i9ezdmzZqFiRMnssWBiIiIiIisQvbQvhMnTmitzKdRo0YNg4s7GBIdHQ0A6Nq1q9b21atXY+TIkQCATz/9FA4ODhg0aBBycnIQGRmJ5cuXS2kdHR2xfft2TJgwAREREVCpVIiKisL8+fPlXRgREREREZGZZFekXF1d9S4VefXqVfj5+ck6lhDCZBo3NzcsW7YMy5YtM5gmJCQEv/zyi6xzExERERERlZTsoX3PPPMM5s+fj7y8PACAQqHArVu3MGPGDAwaNMjiGSQiIiIiIrI3sitSH3/8MTIyMuDv74/s7Gx06dIFderUgaenJ9577z1r5JGIiIiIiMiuyB7a5+3tjb179+Lw4cM4d+4cMjIy0KJFC/Ts2dMa+SMiIiIiIrI7JXqOFAB07NgRHTt2tGReiIiIiIiIygVZFanCwkKsWbMGmzdvRlxcHBQKBWrXro3Bgwdj+PDhUCgU1sonERERERGR3TB7jpQQAs888wxGjx6NO3fuoEmTJmjUqBFu3ryJkSNHYuDAgdbMJxERERERkd0wu0dqzZo1OHjwIPbv349u3bpp7fv1118xYMAAfPvttxgxYoTFM0lERERERGRPzO6R+v777/HWW2/pVKIAoHv37njzzTexbt06i2aOiIiIiIjIHpldkTp37hz69OljcP+TTz6Js2fPWiRTRERERERE9szsitT9+/ehVqsN7ler1Xjw4IFFMkVERERERGTPzK5IFRQUwMnJ8JQqR0dH5OfnWyRTRERERERE9szsxSaEEBg5ciRcXV317s/JybFYpoiIiIiIiOyZ2RWpqKgok2m4Yh8REREREVUGZlekVq9ebc18EBERERERlRtmz5EiIiIiIiKix1iRIiIiIiIikokVKSIiIiIiIplYkSIiIiIiIpKJFSkiIiIiIiKZWJEiIiIiIiKSiRUpIiIiIiIimViRIiIiIiIikokVKSIiIiIiIplYkSIiIiIiIpKJFSkiIiIiIiKZWJEiIiIiIiKSiRUpIiIiIiIimViRIiIiIiIikokVKSIiIiIiIplsWpGKjo5G06ZN4eXlBS8vL0RERGDnzp3S/kePHmHixImoVq0aPDw8MGjQICQmJmod49atW+jbty+USiX8/f0xbdo05Ofnl/WlEBERERFRJWLTilTNmjWxaNEixMbG4uTJk+jevTv69++PP/74AwDw2muvYdu2bdi4cSMOHDiA+Ph4PPvss9LrCwoK0LdvX+Tm5uLIkSP45ptvsGbNGsyePdtWl0RERERERJWAky1P3q9fP62/33vvPURHR+Po0aOoWbMmVq1ahfXr16N79+4AgNWrV6Nhw4Y4evQo2rVrhz179uDixYvYt28f1Go1mjVrhnfffRczZszA3Llz4eLiYovLIiIiIiKiCs5u5kgVFBTghx9+QGZmJiIiIhAbG4u8vDz07NlTStOgQQMEBwcjJiYGABATE4MmTZpArVZLaSIjI5GWlib1aumTk5ODtLQ0rR+issL4I1ti/JGtMQbJlhh/ZEk2r0idP38eHh4ecHV1xfjx47FlyxaEhYUhISEBLi4u8PHx0UqvVquRkJAAAEhISNCqRGn2a/YZsnDhQnh7e0s/QUFBlr0oIiMYf2RLjD+yNcYg2RLjjyzJ5hWp+vXr48yZMzh27BgmTJiAqKgoXLx40arnnDlzJh4+fCj93L5926rnIzulVAIZGY9/lMoyOy3jj2wVewDjj2DT+AMYg5WWjeNOg/FXiZRBzNl0jhQAuLi4oE6dOgCAli1b4sSJE/jss88wZMgQ5ObmIjU1VatXKjExEQEBAQCAgIAAHD9+XOt4mlX9NGn0cXV1haurq4WvhModhQJQqcr8tIw/slXsAYw/gk3jD2AMVlo2jjsNxl8lUgYxZ/MeqeIKCwuRk5ODli1bwtnZGfv375f2XblyBbdu3UJERAQAICIiAufPn0dSUpKUZu/evfDy8kJYWFiZ552IiIiIiCoHm/ZIzZw5E08++SSCg4ORnp6O9evX47///S92794Nb29vvPTSS5g6dSqqVq0KLy8vvPLKK4iIiEC7du0AAL1790ZYWBiGDx+OxYsXIyEhAbNmzcLEiRPZ2kBERERERFZj04pUUlISRowYgbt378Lb2xtNmzbF7t270atXLwDAp59+CgcHBwwaNAg5OTmIjIzE8uXLpdc7Ojpi+/btmDBhAiIiIqBSqRAVFYX58+fLyocQAgC4cgtJNLGgiQ1rYvyRPmUVg4w/0odlINkS449szdwYVIiyiFI79/fff3PVFtLr9u3bqFmzplXPwfgjY6wdg4w/MoZlINkS449szVQMsiKFx/Oy4uPj4enpCYVCYfXzpaWlISgoCLdv34aXl5fVz1ce2fo9EkIgPT0dgYGBcHCw7lTCso4/Y2z9vpeV8nCdZRWDjD/7YG/XXlnLQH3s7X9jbfZwvZU9/uzhf1DW7O2azY1Bm6/aZw8cHBys3uKhj5eXl10Eiz2z5Xvk7e1dJuexVfwZU1li096vsyxikPFnX+zp2itzGaiPPf1vyoKtr5fxZ/v/gS3Y0zWbE4N2t2ofERERERGRvWNFioiIiIiISCZWpGzA1dUVc+bMkbVE+8iRI1GrVi2T6eLi4qBQKLBmzZqSZ9AOlOQ9otKT+76X17hkfNmnyhJ/+jAm7Vdli0vGou3p+x+U97gypbzGHStSFrB+/XosWbLE7PSurq6YO3duuQuWojZv3owhQ4YgNDQUSqUS9evXx+uvv47U1FS96dPT0zF9+nTUrl0brq6uqFGjBgYPHoysrCwpTdeuXaFQKKBQKODm5oZ58+bBzc0NCoUCzs7OWsd77bXX0KJFC1StWhVKpRINGzbE3LlzkZGRYTTf7733HhQKBRo3blzq98DeyY1LoGLEJgBs2LBBeiSCj48P2rdvj19//VXaX/w6Dx8+LMVeSkqK1rHkxPqGDRswbNgw1K1bFwqFAl27drXmZdq1yhh/c+fOleKo6I+bm5tOWn1p5s2bh08//dToOXr16gWFQoFJkyYZTWcspiuzyhiXcsqwjIwMzJgxAytXroSXlxcaNmyI6OhovcdNTU3F2LFj4efnB5VKhW7duuHUqVNWvhr7VJK4MqY8xNyWLVsQGRmJwMBAuLq6ombNmhg8eDAuXLhg9HV//fWX9N3u5MmT0nbNNV+4cAFPP/00AgIC4OHhgaZNm+Lzzz9HQUGB1nHMvd+OHDlSb7ms+blz506p3gcuNmEB69evx4ULFzBlyhSrneOrr75CYWGh1Y4v19ixYxEYGIhhw4YhODgY58+fxxdffIFffvkFp06dgru7u5T24cOH6NKlC/7++2+MHTsWderUQXJyMg4dOoScnBwolUoAwNtvv43Ro0drnSczMxPjx49H7969tbafOHECnTp1wqhRo+Dm5obTp09j0aJF2LdvHw4ePKh3hZW///4b77//PlQqlRXeEftTGeMSePxldv78+Rg8eDBGjhyJvLw8XLhwwWBhWVhYiFdeeQUqlQqZmZk6++XEenR0NGJjY9G6dWvcu3fPatdYHlTW+AMex4GHh4f0t6Ojo950vXr1wogRI7S2NW/e3OBxN2/ejJiYGJPnNxXTlVlljEtzy7CCggJERkbi5MmTmDhxIurWrYvdu3fj5ZdfxoMHD/DWW29JxywsLETfvn1x9uxZTJs2Db6+vli+fDm6du2K2NhY1K1b11aXaxOVMa7Onz+PKlWqYPLkyfD19UVCQgK+/vprtGnTBjExMQgPD9f7utdeew1OTk7IycnR2RcbG4v27dujbt26mDFjBpRKJXbu3InJkyfjr7/+wmeffSalNfd+O27cOPTs2VNrmxAC48ePR61atVCjRo0SvgP/OxiVUt++fUVISIitsyGEEOLGjRsCgFi9erVVz/Pbb7/pbPvmm28EAPHVV19pbZ8wYYLw8fER169fl32etWvXCgBi3bp1JtN+9NFHAoCIiYnRu3/IkCGie/fuokuXLqJRo0ay81LeVMa4jImJEQqFQnzyySdmvyY6OlpUq1ZNTJ48WQAQycnJWvvlxPqtW7dEQUGBEEKIRo0aiS5dusi+hoqiMsbfnDlz9MaQPgDExIkTzT52dna2qFWrlpg/f77J15qK6cqsMsaluWXYjz/+KACIVatWaaUdNGiQcHNzE4mJidK2DRs2CABi48aN0rakpCTh4+Mj/v3vf1v+IuxcZYwrfRISEoSTk5MYN26c3v27du0SLi4uYtasWQKAOHHihNb+MWPGCBcXF3Hv3j2t7Z07dxZeXl5a20pzvz106JAAIN577z2zX2MIh/aZkJ6ejilTpqBWrVpwdXWFv78/evXqJXVfd+3aFTt27MDNmzelbkLNGNbc3FzMnj0bLVu2hLe3N1QqFTp16oTffvtNdj70jY1NTU3FyJEj4e3tDR8fH0RFRel01SclJcHPzw9du3bVejrztWvXoFKpMGTIEGlbVlYWLl++bNYwEH1dqAMHDgQAXLp0SSuPq1evxtixY1G7dm3k5ubqbYUwZP369VCpVOjfv7/JtJr3R99whYMHD2LTpk0W7Xq3JcalfkuWLEFAQAAmT54MIYTJoZ7379/HrFmzMH/+fPj4+OhNY26sA0BQUJDVn3liDxh/xgkhkJaWpnVsQ7Kzs/Ho0SOT6RYvXozCwkK88cYbRtOZE9MVFeNSP3PLsEOHDgEAhg4dqpV26NChePToEX766Sdp26ZNm6BWq/Hss89K2/z8/PDcc8/hp59+knWft3eMK/P5+/tDqVTq/R6Wl5eHyZMnY/LkyXjiiSf0vj4tLQ1ubm46ZVf16tW1Rn8Apbvfrl+/HgqFAs8//3yJXl9Uxb/jl9L48eMRHR2NQYMGYfny5XjjjTfg7u4uFT5vv/02mjVrBl9fX6xduxZr166VvqynpaVh5cqV6Nq1Kz744APMnTsXycnJiIyMxJkzZ0qVLyEE+vfvj7Vr12LYsGFYsGAB/v77b0RFRWml8/f3R3R0NA4cOIClS5cCeNwlP3LkSHh6emL58uVS2uPHj6Nhw4b44osvSpSnhIQEAICvr6+07fDhw3j06BHq1KmDwYMHQ6lUwt3dHR06dDD5HiQnJ2Pv3r0YMGCA3uF4+fn5SElJQXx8PPbs2YNZs2bB09MTbdq00UpXUFCAV155BaNHj0aTJk1KdG32hnGp3/79+9G6dWt8/vnn8PPzg6enJ6pXr27wte+88w4CAgIwbtw4WdepL9YrE8afcaGhofD29oanpyeGDRuGxMREvenWrFkDlUoFd3d3hIWFYf369XrT3bp1C4sWLcIHH3yg82WiuJLGdEXAuDSfvjIsJycHjo6OcHFx0UqrGX4fGxsrbTt9+jRatGih80W2TZs2yMrKwtWrV0uUL3vEuDIuNTUVycnJOH/+PEaPHo20tDT06NFDJ92SJUvw4MEDzJo1y+CxunbtirS0NIwbNw6XLl3CzZs3sWLFCmzevBkzZ840O0/G5OXl4ccff0T79u3NWrzDpFL3aVVw3t7eJodfGOrSzc/PFzk5OVrbHjx4INRqtXjxxRdl5SMqKkrrHFu3bhUAxOLFi7XO16lTJ71duv/+97+FUqkUV69eFR9++KEAILZu3aqV5rfffhMAxJw5c2TlTeOll14Sjo6O4urVq9K2Tz75RAAQ1apVE23atBHr1q0Ty5cvF2q1WlSpUkXEx8cbPN7SpUsFAPHLL7/o3R8TEyMASD/169fXO4Thiy++EN7e3iIpKUkIISrE0D7Gpa779+9Lsebh4SE+/PBDsWHDBtGnTx8BQKxYsUIr/dmzZ4Wjo6PYvXu3EELesCx9sV5cRR7ax/jTb8mSJWLSpEli3bp1YtOmTWLy5MnCyclJ1K1bVzx8+FArbfv27cWSJUvETz/9JKKjo0Xjxo0FALF8+XKd4w4ePFi0b99e+hsGhvaVJqYrAsal+fSVYR9//LEAIA4dOqSV9s033xQAxNNPPy1tU6lUet+XHTt2CABi165dJcqXPWJcGVe/fn3pe5iHh4eYNWuWNORO4+7du8LT01P85z//EUIIsXr1ar1D+/Lz88WkSZOEs7OzdExHR0cRHR1tNA9y7rfbtm0zWNaWBCtSJoSEhIhWrVqJO3fuGExjztjYgoICce/ePZGcnCz69u0rmjVrJisfxT9AY8eOFU5OTiI9PV0rnWaMc/EP0L1790T16tVF06ZNhZubmxg+fLis85uybt06AUBMnz5da7tmPL+vr69WXjWVoLffftvgMSMiIoSfn5/Iy8vTu//hw4di7969YuvWrWL69OmiRYsWYtu2bVppUlJSRNWqVcVHH30kbasIFSnGpa5bt25JBe8PP/wgbS8oKBBhYWGiZs2aWum7dOmi9cXA3C+dhmK9uIpckWL8mU8TLwsXLjSaLicnRzRu3Fj4+PiIrKwsafuvv/4qFAqFOH78uLTNUEWqpDFdUTAuzWOoDLt7967w9vYWdevWFXv27BE3btwQ//nPf4SXl5cAIHr06CGldXBwEBMmTNA59v79+wUAsWXLFovm2ZYYV8YdOXJE7Nq1Syxfvly0bt1avP766yI3N1crzYgRI0R4eLhUwTJUkRJCiE8//VQ8/fTT4ptvvhEbNmwQAwYMEE5OTkZjSs799t///rdwdnYWKSkpZl+jMaxImbBhwwbh5uYmHBwcROvWrcWcOXPEX3/9pZXG2AdozZo1okmTJlq1awCidu3asvJR/AMUGRkpgoKCdNKdPXvW4CTDjRs3CgBCrVaLBw8eyDq/MQcPHhRubm4iMjJSp9KjafUYNWqUzutq164tunXrpveYf/31lwAgJk2aZHY+1q1bJxwcHMSZM2ekbePHjxd16tTRahGqCBUpxqWu5ORkAUA4OzuL/Px8rX3z5s0TAMTNmzeFEEL88MMPwtnZWVy5ckVKY86XTmOxXlxFrkgx/uQJCAjQ+hJqyIoVK7R6BPLy8kTjxo3FiBEjtNLpq0iVNKYrEsalaabKsAMHDojg4GDp2r28vKSFKfr37y+lq0w9Uowr892/f1+o1Wrx+uuvS9s0i0D9+uuv0jZDFamFCxeKgIAAncph165dRWBgoMH7rrn32/T0dKFUKrUanEqLc6RMeO6553D9+nUsXboUgYGB+PDDD9GoUSPs3LnT5Gu/++47jBw5Ek888QRWrVqFXbt2Ye/evejevbtNlrDcvXs3AODBgwf4+++/LXLMs2fP4plnnkHjxo2xadMmODlpr6gfGBgIAFCr1Tqv9ff3x4MHD/QeVzNX4IUXXjA7L5pJrz/88AMA4M8//8SXX36JV199FfHx8YiLi0NcXBwePXqEvLw8xMXF4f79+2Yf354wLnVVrVoVbm5uqFatms5y0/7+/tI5AGDatGn417/+BRcXFykuNJNjb9++jfj4eJ3jm4r1yoTxJ09QUJBZZU1QUBAASGm//fZbXLlyBePGjZPiNC4uDsDjCfBxcXHSs/hKEtMVDePSOHPKsM6dO+P69es4ffo0Dh8+jDt37qBdu3YAgHr16knpqlevjrt37+q8XrNNc++vCBhX5qtSpQq6d++OdevWSdumT5+OTp06oXbt2lLZpFnM4u7du7h165aUdvny5ejevbvW4yMA4JlnnpG+x5XG1q1bkZWVJeu7pUkWq5JVEomJiaJGjRqiQ4cO0rann35ab0tE//79RWhoqCgsLNTa3r59e9nLZJa2S3fnzp1SV36NGjVEixYtTLaom3Lt2jUREBAg6tWrJ80/Ku7y5csCgN4u5KCgINGrVy+9r2vYsKF44oknZOUnNTVVAJCGG2jG+hr7mTx5sqxz2CvG5WPt2rUTjo6OOmPS33nnHQFAGpphKi7Cw8O1Xm9OrBdXkXukimP8GVZYWCj8/PxE7969TabVzAs9cuSIEOJ/PUrGfjTDXeTGdGXAuPyfkpRhGsuWLRMApLl3Qjyet6dWq3XmwowZM0YolUrx6NGjUuXXnjGujBswYIBwd3eX/g4JCTFaNnl7e0tpXVxcxJAhQ3SO+cEHHwgA4tKlS3rPae79tk+fPsLDw0NkZmbKvi5D2CNlREFBAR4+fKi1zd/fH4GBgVpLe6pUKp10wP8ewiiKLDd57Ngxsx6oaMpTTz2F/Px8rSeOFxQUSCuyFJWamorRo0ejTZs2eP/997Fy5UqcOnUK77//vlY6OcteJiQkoHfv3nBwcMDu3bvh5+enN139+vURHh6On376Seu4e/bswe3bt9GrVy+d15w+fRqXLl0yuCxlamoq8vLydLavXLkSANCqVSsAQOPGjbFlyxadn0aNGiE4OBhbtmzBSy+9ZPJa7Q3j0rAhQ4agoKAA33zzjbTt0aNHWLduHcLCwqRWUn1xoVkC9ttvv8Wnn34qvd7cWK8sGH+GJScn62yLjo5GcnIy+vTpYzRdeno6lixZAl9fX7Rs2RLA42Wn9cWq5lq3bNmCtm3bApAX0xUR49Kw0pRhycnJ+OCDD9C0aVOth5oOHjwYiYmJ2Lx5s7QtJSUFGzduRL9+/eDq6mr2OewZ48qwpKQknW1xcXHYv3+/9D0MAL788kudsumVV14BAHz00UdavVf16tXD3r17tR6wW1BQgB9//BGenp4Gl003R3JyMvbt24eBAwdKK1FaQuUdm2KG9PR01KxZE4MHD0Z4eDg8PDywb98+nDhxAh9//LGUrmXLltiwYQOmTp2K1q1bw8PDA/369cPTTz+NzZs3Y+DAgejbty9u3LiBFStWICwszOTzbUzp168fOnTogDfffBNxcXEICwvD5s2b9X6QJ0+ejHv37mHfvn1wdHREnz59MHr0aCxYsAD9+/eXnj59/PhxdOvWDXPmzMHcuXONnr9Pnz64fv06pk+fjsOHD+Pw4cPSPrVarVVB+vTTT9GrVy907NgR48aNw8OHD/HJJ5+gXr16mDBhgs6xNR8qQ12v//3vf/Hqq69i8ODBqFu3LnJzc3Ho0CFs3rwZrVq1wrBhwwA8XtZ1wIABOq/XLEuqb195wLg0bNy4cVi5ciUmTpyIq1evIjg4GGvXrsXNmzexbds2KZ2+/71mKdonn3xSa0lgObF+8OBBHDx4EMDjQjszMxMLFiwA8HjITOfOnY2/geUA48+wkJAQDBkyBE2aNIGbmxsOHz6MH374Ac2aNdNajnzZsmXYunUr+vXrh+DgYNy9exdff/01bt26hbVr10rLTzdo0AANGjTQe67atWtrxbGcmK6IGJeGySnDunTpgoiICNSpUwcJCQn48ssvkZGRge3bt2stdT548GC0a9cOo0aNwsWLF+Hr64vly5ejoKAA8+bNK9X7ZU8YV4Y1adIEPXr0QLNmzVClShX8+eefWLVqFfLy8rBo0SIpXe/evXVeqxl23KVLF61K15tvvolhw4ahbdu2GDt2LNzd3fH9998jNjYWCxYsgLOzs5RW7v12w4YNyM/Pt+ywPoBD+4zJyckR06ZNE+Hh4cLT01OoVCoRHh6us2RiRkaGeP7554WPj48AIHW9FhYWivfff1+EhIQIV1dX0bx5c7F9+3ad7llz6HvNvXv3xPDhw4WXl5fw9vYWw4cPF6dPn9bq0v3pp58EAPHxxx9rvTYtLU2EhISI8PBwaXUVOctewkg3rb7u1b1794p27doJNzc3UbVqVTF8+HBx9+5dnXQFBQVSl7Mh165dEyNGjBChoaHC3d1duLm5iUaNGok5c+aIjIwMk3kv74tNMC6NS0xMFFFRUaJq1arC1dVVtG3b1qyJz4Ym5suJdWNDsUq6TLG9YfwZNnr0aBEWFiY8PT2Fs7OzqFOnjpgxY4ZIS0vTSrdnzx7Rq1cvERAQIJydnYWPj4/o3bu32L9/v1nXDT2LTehTmRabYFwaJqcMe+2110RoaKhwdXUVfn5+4vnnn9dZWEHj/v374qWXXhLVqlUTSqVSdOnSRe8qbOUZ48qwOXPmiFatWokqVaoIJycnERgYKIYOHSrOnTtn8rXGVu3btWuX6NKli/D19RUuLi6iSZMmOo8v0Zxfzv22Xbt2wt/fX2cxqtJSCGHGo9eJiIiIiIhIwjlSREREREREMnGOlI3dv38fubm5Bvc7OjpW+sntVPYYl2RLjD+yR4xLsgbGVfnGoX021rVrVxw4cMDg/pCQkFKvm08kF+OSbInxR/aIcUnWwLgq31iRsrHY2FiDD6UFAHd3d3To0KEMc0TEuCTbYvyRPWJckjUwrso3VqSIiIiIiIhk4hwpAIWFhYiPj4enpycUCoWts0N2QAiB9PR0BAYGaj07wxoYf6RPWcUg44/0YRlItsT4I1szNwZZkQIQHx+PoKAgW2eD7NDt27dRs2ZNq56D8UfGWDsGGX9kDMtAsiXGH9maqRhkRQqAp6cngMdvlpeXl41zQ/YgLS0NQUFBUmxYE+OP9CmrGGT8kT4sA8mWGH9ka+bGYIWpSC1btgwffvghEhISEB4ejqVLl6JNmzZmvVbTlevl5cUPEWkpi25+xh8ZY+0YZPyRMSwDyZYYf2RrpmKwQjyQd8OGDZg6dSrmzJmDU6dOITw8HJGRkUhKSrJ11oiIiIiIqAKqEBWpTz75BGPGjMGoUaMQFhaGFStWQKlU4uuvvy75QYUAMjMf/3BhQyprjD+yJcYf2RpjkGyJ8UdmKvdD+3JzcxEbG4uZM2dK2xwcHNCzZ0/ExMTofU1OTg5ycnKkv9PS0nTSiMxMKP4ZF5l5/TqgUlku00olYIHuaqVSyRVmyiGbxx9gMgYZWxWXXcRfWStBmcvPgPVYLAYtdC81F2OiYrBqGagnJhk3FVu5r0ilpKSgoKAAarVaa7tarcbly5f1vmbhwoWYN2+e0eNmZWVB87FRhYZaIquS0wA6AShtG0fTJk2wd+9eKBQKKH19obDyEqFkGbaOP8B0DGpiS+Xnx7iqYOwh/spaScrcouUrAJaxFmSpGLTUvdRcxWNCLsaQfbBmGagvJnk/rdjK/QN54+PjUaNGDRw5cgQRERHS9unTp+PAgQM4duyYzmv0tUYEBQXh4cOH0kTDzIwMnPb0REfrX4JFXHZ3R83r16Hw8IBSpWLrRymlpaXB29tbKyYspTzF32V3d9RLS4ODU7lvcyl3rBWD5Sn+7EllK2NZBlqeFEOGvkwrlZUitsxREeNP6/9fpOeKPVb2ydwYLPffjnx9feHo6IjExESt7YmJiQgICND7GldXV7i6uho9rlKlQvP0dGRmZVksrxACbr17w/HcOcsd8x8NsrOB6tVxGsDEJk2wR0+rGVvD7IPN4g+QHYMNsrNx2csL9TMyGDsVhE3jr6xZsMwtXsYePn0aDo6Opc9jJVTqGLTivdSaNDFkyGkAr7Zvj4OHD/OLtRVZpQw0IyaL/v+L9lyxp7N8K/cVKRcXF7Rs2RL79+/HgAEDADx+SvX+/fsxadKkEh9XoVBA5eEBeHhYKKf/OHMGsMCXEyEEsrKyIAoL8Xdo6OMPKIDmAI6cPw/oqUSabA0D2EpiJ6wWf4DJGBRCIDMjA8nBwaidl4cG2dlIvnQJSj8/08c2c84CY8u+WTX+yloJylxN+QrAYBl72tsbzdLS+AXGSkzGoIXupeYqGhOyX1sshgxpDmDVkSPITE+HB5fhtqkSlYF6YlJzPy3+/28OIEPzh4HvbOYy67udPjLmGPKebVi5r0gBwNSpUxEVFYVWrVqhTZs2WLJkCTIzMzFq1ChbZ02XQmGRidsK4PGHHED9jAxkJifLag0xRF8rCcf1VjAmYlABwMPDA7h1S4oXv8aNzTq0uXMW5LTAsbWNSqUEZW7R8hXQX8Y2z8xEZkoKVP7+lswtmctC91KzTwftmJCrfkYGMlNS9O8UAq7t28Pp+nXUA3A5IICjAMojPTGpuZ9K/38r9Kaa891OHzlzDA3ds3l/riAVqSFDhiA5ORmzZ89GQkICmjVrhl27duksQFFRKRwcoFKrgTNnIDIzdVrNzG0NA/S3knCeTOWk8vfHOU9PNE1PN/s1WvFjjIwWuOKtbSy4qawVLWMz4+IqxAIcVLYUDg5GK93i6lXcVKkQkpODBtnZrKRXMFr//yI9V2XR02mI2fdrwOA9+5ynJ5qkplbqe3KF+WY8adKkUg3lqxAUCig8PPS2mhltDQOMtpI0yM7GDaUSIVlZrExVIgoHBzRJTTUeNxplMP9PgwU32UyxFmdRWGjDzFBFonB0RLW4uBL1LFA5U6QcsWpPpyEWvF83TU+v9JV+fiuuJEy1hgHQaSUpOk+mdl4eK1OVkFlxo2HmnAVzW+AMtbax4CZ7catWLTTIzOSiE2QRRRuHspKTH//CeSxkhKx7dFEy5hgWv2cXFhQgOSgIoQUF8s9bAfEbMf1PsVYSDw8PKLOycEOpZGWKTDNzzoKcFriirW1Zyclmz9Uishalry8uu7ujQXY2wnJy0K5uXeyLieHz/MiiNGVdaeexMCZJLxlzDIves4UQ6BAejiP/VKIuu7ujvq+vtXJZLvDbMBnl4OSEED2VKb9bt6xXOJfiafVskatYDLW2ZSUnmxUnjAeyNIWDA+olJADe3gCAozduSHMHdFbP0hOjjEkyROnrqzMvtbTzWAyu6MYVeqkEsjIzsez8eenvmufPIyslpVKv2MuKFJmkrzJlzXHcpXlavanV4Ng6VzH4NW5sVpyU9vkchjCOKjcHT0+IDh2g+P13re3F5/Ppi1FzY5IxVvlozUu10DwWQyu6cYVeKpGsLDQv8qdHnToArLNir4a9l4WsSJFZNJWpy15eJV4hxlyyWuCKM7EaXPEni/Mp8uVH8dZas+KklM/nMETuM9ke/1nxWuIqLYUCikOHpFVSDc3n0xujZsZkiZ8NUxzjsFwxtLqbKcXnsZha0U3fCr1cyIdM0ddrClhnxV4No2WhiZ6wsijvWJEiszk4OZVshRhzlcHT6os/WZxPkS8/pNZaM56ZZm1yn8kGaLfE2XsLG5mh2CqpWmWjBcqykj4bpjjGYTlWwnksGnrv10Zikwv5kCk6q/mW8fe24kz1hJXFKCVWpEiWEq8QY65SPK3e2Gpw+lrnmgP4/MgRZGVmlmr5USo7RZ/nYypOSvN8DoPHLOkz2QCtljg+m63i0Skb9cSoOTFZ2mfDFMc4rLwM3q+LrdCbcvMmF/Ihs5lT1ukj955sTllosifMRA+YJXphWXqSfSnF0+pNrQZX9MnimqfINweQmZUFsCJVvpgRJ6V9PochpXkmm0aD7Gxc9vJC/YwM9ghUVHpi1NyYtEjPP+OQDCm2Qq/Sz8+2+aHyzQor9moYLAst1BNmiV5YVqSo0ijaipJ55Aic/mml4EM1SQ65z2QD/tcSJwoLpWezNcjORkZSEjysMIeLyjeL9fybGYcczkVE9shoWWiiJ8xYD1jRx6mU9jsgK1JUORUZL/t3aChbZMmyirXQabXE3br1/+zdeVxUVf8H8M8AMjADDCIwiICCOwpiaoqSWyIuuZSWPqVBai5hpVaaZZm2aKuWufSUaZmWT6X1E3Mh9XFJNEXNfUtxCQdQRGBA1vP7Q5mHgQHmwsAd4PN+vXi9mHvP3HvuzHfuvd97zj3X0N+bsUfVysw45MUkIqp1KmgJM7cFrKrHYR69qV4qeqgmcK97S1Z1DaBBVILa05OxR7IrftJwPSCAyRQBuHcVn6ius+Q5IBMpqpcUNjbwuXRJ7mpQPVQy9ngCS3LgxSQypX94OJMpqvMseQ7Irn1Ub7E7FcmlZGsAu/dRTTOcSFTjw9WpdlCpVIb/V584gZsJCVAV7zJVzrN6+Fwyqq0sdcxlIkVEVMOKWgPaZGfzZn+SDZN3AgCFWo2C4GDYHj+OVgAQEGA0v7xn9ZT5nJ77yRcTLarrmEgREdUwtgYQkdVQKGBz5AjOazRopdeXml3us3rKeE5PUfIVFBSEP44ehY2trQUrTGRZVeliz8tRREQyYGsAEVkLha0tWqanQ5+U9L8/nQ4FwcGVWl5R8hV34gTOqtXITE/nvVdktaoy4E6VWqRycnKgVCqrsggiIiIikpnJZ/aU86wek8/pMfGg1MCcHJzXaBAVFITtsbFQe3jwQhLJzlJd7CUlUlu2bMEPP/yAvXv34tq1aygsLIRarUbHjh3Rv39/PPPMM/D29pZcCSI5cLQ0shaMRZIDWwioQuU8q6fM5/TcT74KCwpwzdMTTXNy0ArA/vvdAM86OsJHp4Pifnc/3kdFclDY2KDJ338DVcxbzLoksHHjRrRq1Qrjxo2DnZ0dZs2ahQ0bNmDbtm346quv0KtXL/z+++8ICAjA5MmTkZKSUqVKEVU3UViI6yVuqCWSC5/jQzWtsKAA/UJD5a4G1UX3ky8bFxf46fWluge2yc5GokYDrZMTPJ2c8FBYGJN6qnFCCERERFR5OWa1SH3wwQdYtGgRBg4cCBsTzbFPPPEEAOCff/7BkiVL8N1332H69OlVrhxRdcm6eRNtsrMBAGcdHdHa3V3mGlF9w5H7SC6isBDHNRocKDawQPEhsIksRWFrC9tjxyD0eugzM3GrWTNDC1XRABb79u9Hll5vunWLqJpk6fVYeuKE4XVl94FmJVJxcXFmLaxJkyZYuHBhpSpCJBefS5fYX5tqHEfuI7lk3byJkGJJlOjRA4oyum8RVZlCAYWTE5ycnKDW61HwwANG91CFAdBnZQFMpKgmZWWh4/1/C4KDYVvJfSDPHqleKt6NikkUEdVX+kuXoNi7t8wHrhJZUlELFTIzob90Se7qEAEA7m7fXul9oORR+4QQ+Omnn7Br1y4kJyejsES//g0bNlSqIkQ1pej+qDZyV4TqNcYhycXofjy1mkkU1ayiASzYCkrWogr7QMmX4qdNm4axY8fi8uXLcHJygkajMfojsnYl749S8f4okgHjkOTAgXaIqL4TQkBv4uHTlSG5RWrNmjXYsGEDBg0aZJEKEMmJ90eRNWAcUk3hQDtEVN9lZWXBPyAAlkilJB+5NRoNAng1i+oInrySNWAckhyYwBMRVW3UUsl70Lfeegvz5s1D9v0rWkS1TfEfDIf8JbkwDkkOxWONw02TnLgPJLmoVCokJyUZXlflgdCSu/Y98cQT+P777+Hp6YlmzZqhQYMGRvOPHDlS6coQ1YTiPxg+TZ3kwjgkOTDuyFowFkkuCoUCagsNdiI5kYqMjER8fDzGjBkDrVbL4CciIiIionpHciK1efNmbNu2DWFhYdVRHyIiIiIiIqsn+R4pX19fuLi4WGTle/bswZAhQ+Dt7Q2FQoFffvnFaL4QAm+++SYaN24MR0dH9OvXDxcuXDAqk5qaiqeeegouLi5wdXXF+PHjkZmZaZH6ERERERERmSI5kfr4448xc+ZMJCQkVHnler0eHTp0wNKlS03O/+CDD/DZZ59hxYoVOHjwINRqNSIiInD37l1DmaeeegqnTp1CbGwsYmJisGfPHkycOLHKdSMiIiIiIiqL5K59Y8aMQVZWFpo3bw6VSlVqsInU1FSzlzVw4EAMHDjQ5DwhBBYvXow5c+Zg2LBhAIBvv/0WWq0Wv/zyC0aPHo0zZ85g69atOHToEDp37gwAWLJkCQYNGoSPPvoI3t7eUjePiIiIiIioQpITqUWLFtXIABOXL1+GTqdDv379DNM0Gg26du2KuLg4jB49GnFxcXB1dTUkUQDQr18/2NjY4ODBg3j00UdNLjsnJwc5OTmG1+np6dW3IUQlMP5ITow/khtjkOTE+CNLkpxIRUVFlTnPks+W0ul0AACtVms0XavVGubpdDp4enoazbezs4Obm5uhjCkLFizAvHnzLFZXIikYfyQnxh/JjTFIcmL8kSVJvkfqhRdeMDldr9dj0KBBVa5QTZg9ezbu3Llj+Lt27ZrcVaJ6hPFHcmL8kdwYgyQnxh9ZUqWGP2/YsKFRNq/X6zFgwACLVszLywsAkJSUhMaNGxumJyUlISQkxFAmOTnZ6H35+flITU01vN8UpVIJpVJp0foSmYvxR3Ji/JHcGIMkJ8YfWZLkFqnt27fjyy+/xOLFiwEAGRkZCA8Ph0KhwNatWy1WMX9/f3h5eWHHjh2Gaenp6Th48CBCQ0MBAKGhoUhLS0N8fLyhzM6dO1FYWIiuXbtarC5ERERERETFSW6Rat68ObZu3Yo+ffrAxsYG33//PZRKJTZv3gy1Wi1pWZmZmbh48aLh9eXLl3Hs2DG4ubnBz88P06ZNwzvvvIOWLVvC398fb7zxBry9vTF8+HAAQNu2bTFgwAA8++yzWLFiBfLy8jB16lSMHj2aI/YREREREVG1kZxIAUBwcDBiYmIQHh6Orl27IiYmBo6OjpKXc/jwYfTp08fwesaMGQCAyMhIrF69GjNnzoRer8fEiRORlpaGsLAwbN26FQ4ODob3rF27FlOnTsXDDz8MGxsbjBgxAp999lllNouIiIiIiMgsZiVSHTt2NDnkuVKpRGJiInr06GGYduTIEbNX3rt3bwghypyvUCgwf/58zJ8/v8wybm5uWLdundnrJCIiIiIiqiqzEqmirnRERERERERkZiI1d+7c6q4HERERERFRrWHWqH3ldb8jIiIiIiKqb8xKpNq1a4cffvgBubm55Za7cOECpkyZgoULF1qkckRERERERNbIrK59S5YswaxZs/Dcc88hPDwcnTt3hre3NxwcHHD79m2cPn0a+/btw6lTpzB16lRMmTKluutNREREREQkG7MSqYcffhiHDx/Gvn37sH79eqxduxZXrlxBdnY23N3d0bFjRzz99NN46qmn0LBhw+quMxERERERkawkPUcqLCwMYWFh1VUXIiIiIiKiWsGse6SIiIiIiIjof5hIERERERERScREioiIiIiISCImUkRERERERBIxkSIiIiIiIpJI0qh9RQoLC3Hx4kUkJyejsLDQaF7Pnj0tUjEiIiIiIiJrJTmROnDgAJ588klcuXIFQgijeQqFAgUFBRarHBERERERkTWSnEhNnjwZnTt3xubNm9G4cWMoFIrqqBcREREREZHVkpxIXbhwAT/99BNatGhRHfUhIiIiIiKyepIHm+jatSsuXrxYHXUhIiIiIiKqFcxqkTp+/Ljh/+effx4vvfQSdDodgoKC0KBBA6OywcHBlq0hERERERGRlTErkQoJCYFCoTAaXGLcuHGG/4vmcbAJIiIiIiKqD8xKpC5fvlzd9SAiIiIiIqo1zEqkmjZtavh/z5496N69O+zsjN+an5+P/fv3G5UlIiIiIiKqiyQPNtGnTx+kpqaWmn7nzh306dPHIpUiIiIiIiKyZpITqaJ7oUq6desW1Gq1RSpFRERERERkzcx+jtRjjz0G4N7AElFRUVAqlYZ5BQUFOH78OLp37275GhIREREREVkZsxMpjUYD4F6LlLOzMxwdHQ3z7O3t0a1bNzz77LOWryEREREREZGVMTuRWrVqFQCgWbNmePnll9mNj4iIiIiI6i2zE6kic+fOBQAkJyfj3LlzAIDWrVvD09PTsjUjIiIiIiKyUpIHm8jIyMDYsWPRpEkT9OrVC7169UKTJk0wZswY3LlzpzrqSEREREREZFUkJ1ITJkzAwYMHERMTg7S0NKSlpSEmJgaHDx/GpEmTqqOOREREREREVkVyIhUTE4Ovv/4aERERcHFxgYuLCyIiIvDll19i06ZNkpa1YMECdOnSBc7OzvD09MTw4cMN3QWL3L17F9HR0WjUqBGcnJwwYsQIJCUlGZW5evUqBg8eDJVKBU9PT7zyyivIz8+XumlERERERERmkZxINWrUyDCCX3EajQYNGzaUtKzdu3cjOjoaBw4cQGxsLPLy8tC/f3/o9XpDmenTp2PTpk348ccfsXv3biQmJhqGYgfuDb0+ePBg5ObmYv/+/fjmm2+wevVqvPnmm1I3jYiIiIiIyCySB5uYM2cOZsyYgTVr1sDLywsAoNPp8Morr+CNN96QtKytW7cavV69ejU8PT0RHx+Pnj174s6dO1i5ciXWrVuHvn37Arg3emDbtm1x4MABdOvWDdu3b8fp06fx+++/Q6vVIiQkBG+//TZmzZqFt956C/b29lI3kYiIiIiIqFySE6nly5fj4sWL8PPzg5+fH4B7XeuUSiVSUlLwxRdfGMoeOXJE0rKLBqtwc3MDAMTHxyMvLw/9+vUzlGnTpg38/PwQFxeHbt26IS4uDkFBQdBqtYYyERERmDJlCk6dOoWOHTuWWk9OTg5ycnIMr9PT0yXVk6gqGH8kJ8YfyY0xSHJi/JElSU6khg8fXg3VAAoLCzFt2jT06NED7du3B3Cvpcve3h6urq5GZbVaLXQ6naFM8SSqaH7RPFMWLFiAefPmWXgLiMzD+CM5Mf5IboxBkhPjjyyp0s+RsrTo6GicPHkS+/btq5blFzd79mzMmDHD8Do9PR2+vr7Vvl4igPFH8mL8kdwYgyQnxh9ZkuRECgDS0tLw008/4e+//8Yrr7wCNzc3HDlyBFqtFk2aNJG8vKlTpyImJgZ79uyBj4+PYbqXlxdyc3ORlpZm1CqVlJRkuD/Ly8sLf/75p9Hyikb1KypTklKphFKplFxPIktg/JGcGH8kN8YgyYnxR5YkedS+48ePo1WrVnj//ffx0UcfIS0tDQCwYcMGzJ49W9KyhBCYOnUqNm7ciJ07d8Lf399ofqdOndCgQQPs2LHDMO3cuXO4evUqQkNDAQChoaE4ceIEkpOTDWViY2Ph4uKCwMBAqZtHRERERERUIcmJ1IwZMxAVFYULFy7AwcHBMH3QoEHYs2ePpGVFR0fju+++w7p16+Ds7AydTgedTofs7GwA94ZUHz9+PGbMmIFdu3YhPj4ezzzzDEJDQ9GtWzcAQP/+/REYGIixY8fir7/+wrZt2zBnzhxER0fzigMREREREVULyV37Dh06ZDQyX5EmTZqUObhDWZYvXw4A6N27t9H0VatWISoqCgCwaNEi2NjYYMSIEcjJyUFERASWLVtmKGtra4uYmBhMmTIFoaGhUKvViIyMxPz586VtGBERERERkZkkJ1JKpdLkUJHnz5+Hh4eHpGUJISos4+DggKVLl2Lp0qVllmnatCl+++03SesmIiIiIiKqLMld+4YOHYr58+cjLy8PAKBQKHD16lXMmjULI0aMsHgFiYiIiIiIrI3kROrjjz9GZmYmPD09kZ2djV69eqFFixZwdnbGu+++Wx11JCIiIiIisiqSu/ZpNBrExsZi3759OH78ODIzM/HAAw+gX79+1VE/IiIiIiIiq1Op50gBQFhYGMLCwixZFyIiIiIiolpBUiJVWFiI1atXY8OGDUhISIBCoYC/vz9GjhyJsWPHQqFQVFc9iYiIiIiIrIbZ90gJITB06FBMmDAB//zzD4KCgtCuXTtcuXIFUVFRePTRR6uznkRERERERFbD7Bap1atXY8+ePdixYwf69OljNG/nzp0YPnw4vv32Wzz99NMWryQREREREZE1MbtF6vvvv8drr71WKokCgL59++LVV1/F2rVrLVo5IiIiIiIia2R2InX8+HEMGDCgzPkDBw7EX3/9ZZFKERERERERWTOzE6nU1FRotdoy52u1Wty+fdsilSIiIiIiIrJmZidSBQUFsLMr+5YqW1tb5OfnW6RSRERERERE1szswSaEEIiKioJSqTQ5Pycnx2KVIiIiIiIismZmJ1KRkZEVluGIfUREREREVB+YnUitWrWqOutBRERERERUa5h9jxQRERERERHdw0SKiIiIiIhIIiZSREREREREEjGRIiIiIiIikoiJFBERERERkURMpIiIiIiIiCRiIkVERERERCQREykiIiIiIiKJmEgRERERERFJxESKiIiIiIhIIiZSREREREREEjGRIiIiIiIikoiJFBERERERkURMpIiIiIiIiCRiIkVERERERCSRrInU8uXLERwcDBcXF7i4uCA0NBRbtmwxzL979y6io6PRqFEjODk5YcSIEUhKSjJaxtWrVzF48GCoVCp4enrilVdeQX5+fk1vChERERER1SOyJlI+Pj5YuHAh4uPjcfjwYfTt2xfDhg3DqVOnAADTp0/Hpk2b8OOPP2L37t1ITEzEY489Znh/QUEBBg8ejNzcXOzfvx/ffPMNVq9ejTfffFOuTSIiIiIionrATs6VDxkyxOj1u+++i+XLl+PAgQPw8fHBypUrsW7dOvTt2xcAsGrVKrRt2xYHDhxAt27dsH37dpw+fRq///47tFotQkJC8Pbbb2PWrFl46623YG9vL8dmERERERFRHWc190gVFBTghx9+gF6vR2hoKOLj45GXl4d+/foZyrRp0wZ+fn6Ii4sDAMTFxSEoKAhardZQJiIiAunp6YZWLVNycnKQnp5u9EdUUxh/JCfGH8mNMUhyYvyRJcmeSJ04cQJOTk5QKpWYPHkyNm7ciMDAQOh0Otjb28PV1dWovFarhU6nAwDodDqjJKpoftG8sixYsAAajcbw5+vra9mNIioH44/kxPgjuTEGSU6MP7Ik2ROp1q1b49ixYzh48CCmTJmCyMhInD59ulrXOXv2bNy5c8fwd+3atWpdH1kZlQrIzLz3p1LV+OoZfwRAtjhk/NVzMu//AMYg3cd9IMnJQvEn6z1SAGBvb48WLVoAADp16oRDhw7h008/xahRo5Cbm4u0tDSjVqmkpCR4eXkBALy8vPDnn38aLa9oVL+iMqYolUoolUoLbwnVGgoFoFbLtnrGHwGQLQ4Zf/WczPs/gDFI93EfSHKyUPzJ3iJVUmFhIXJyctCpUyc0aNAAO3bsMMw7d+4crl69itDQUABAaGgoTpw4geTkZEOZ2NhYuLi4IDAwsMbrTkRERERE9YOsLVKzZ8/GwIED4efnh4yMDKxbtw7//e9/sW3bNmg0GowfPx4zZsyAm5sbXFxc8PzzzyM0NBTdunUDAPTv3x+BgYEYO3YsPvjgA+h0OsyZMwfR0dG82kBERERERNVG1kQqOTkZTz/9NG7cuAGNRoPg4GBs27YN4eHhAIBFixbBxsYGI0aMQE5ODiIiIrBs2TLD+21tbRETE4MpU6YgNDQUarUakZGRmD9/vqR6CCEAgCO3kEFRLBTFRnVi/JEpNRWDjD8yhftAkhPjj+RmbgwqRE1EqZW7fv06R20hk65duwYfH59qXQfjj8pT3THI+KPycB9IcmL8kdwqikEmUrh3X1ZiYiKcnZ2hUCjkro5k6enp8PX1xbVr1+Di4iJ3darMGrZHCIGMjAx4e3vDxqZ6byW09vizhu9DbnJ8BjUVg9YefxWpq/Ep93ZxHyiN3N+Xpcm9PXUl/uT+HK1RbflMzI1B2UftswY2NjbVfsWjJri4uFh1UEol9/ZoNJoaWU9tiT+5vw9rUNOfQU3EYG2Jv4rU1fiUc7u4D5SursUh488y6lpcWEJt+EzMiUGrG7WPiIiIiIjI2jGRIiIiIiIikoiJVC0RFRWFZs2amZynVCoxd+5cKJVKJCQkQKFQYPXq1TVaP0sqvj0kv6LvIzo6uswYLK4uxGBJjEn5lbUPLPnd1JX4Y8xZl/KOwcD/vq8bN24w/sjAkp9jRTFYxNr3gXUttphIWcC6deuwePFi2davVCrx1ltv1WhQbtiwAaNGjUJAQABUKhVat26Nl156CWlpaeW+7++//4aDgwMUCgUOHz5sskzR9kydOhUKhQKPPPJIqTKZmZmYNm0afHx8oFQq0bZtWyxfvrxUuT179mDo0KHw9fWFg4MDvLy8MGDAAPzxxx+V2m5rVZ0xWPR92NraVsvyK0tqDGZkZGDmzJnw9/eHUqlEkyZNMHLkSGRlZRmVi42NRVhYGFQqFRo2bIiRI0fixo0bJn9j5iyzd+/eUCgUJv8aNGhg8c9FDnLuA+XY/wH3HhA/ffp0dO/e3bBPS0hIMFn27t27WLBgAQIDA6FSqdCkSRM8/vjjOHXqVKmy8fHxeOSRR9C0aVN89NFH6NKlCz777DMUFBQYyty6dQsffvghevbsCQ8PD7i6uqJbt25Yv359qeWdOnUKjz/+uOF34u7ujp49e2LTpk0W+yzkJvcxGJAvDouEh4dDoVBg6tSpRtOvXbuGefPm4cEHH0TDhg3h7u6O3r174/fffy+1jOLHS41GgxUrVmDYsGEmj5fvvfceunXrBg8PDzg4OKBly5aYNm0aUlJSjMqdPXsWM2fOREhICJydndG4cWMMHjy4zON/bVVWDModF9Vp48aNiIiIgLe3N5RKJXx8fDBy5EicPHmy3Pddv34dCxcuhIODg8k4KNoHenl5wcnJCcHBwaX2gYD554E7duzAuHHj0KpVK6hUKgQEBGDChAm4ceNG1T6A+zjYhAWsW7cOJ0+exLRp06ptHV9++SUKCwurbflSTZw4Ed7e3hgzZgz8/Pxw4sQJfP755/jtt99w5MgRODo6mnzf9OnTYWdnh5ycnHKXf/jwYaxevRoODg6l5hUUFCAiIgKHDx9GdHQ0WrZsiW3btuG5557D7du38dprrxnKnj9/HjY2Npg8eTK8vLxw+/ZtfPfdd+jZsyc2b96MAQMGVO2DsBKMwfJj8M6dO+jVqxeuX7+OiRMnokWLFkhJScHevXuRk5MDlUoFAIiJicGwYcPwwAMPYOHChUhPT8enn36KsLAwHD16FB4eHpKX+frrr2PChAlGddfr9Zg8eTL69+9fA59U9auP8RcXF4fPPvsMgYGBaNu2LY4dO1Zm2aeeegr/93//h2effRYPPPAAEhMTsXTpUoSGhuLEiRNo2rQpgHsnEN27d0fLli0xa9YsqFQqbNmyBS+++CL+/vtvfPrpp4Z1v/766xg0aBDmzJkDOzs7/Pzzzxg9ejROnz6NefPmGdZ95coVZGRkIDIyEt7e3sjKysLPP/+MoUOH4osvvsDEiROr9XOqCfUx/orbsGED4uLiTM779ddf8f7772P48OGIjIxEfn4+vv32W4SHh+Prr7/GM888Yygr5XgZHx+PkJAQjB49Gs7Ozjhz5gy+/PJLbN68GceOHYNarQYAfPXVV1i5ciVGjBiB5557Dnfu3MEXX3yBbt26YevWrejXr1/1fjg1pD7G4IkTJ9CwYUO8+OKLcHd3h06nw9dff40HH3wQcXFx6NChg8n3lXceaO4+UMp54KxZs5CamorHH38cLVu2xKVLl/D5558jJiYGx44dg5eXV9U+CEFVNnjwYNG0aVO5qyGEEOLy5csCgFi1alW1rmfXrl2lpn3zzTcCgPjyyy9Nvmfr1q3C3t5ezJkzRwAQhw4dMlmusLBQhIaGinHjxommTZuKwYMHG83/z3/+IwCIlStXGk0fMWKEcHBwEElJSeXWXa/XC61WKyIiIsotV5swBu8pKwanTJkiXF1dxaVLl8pdZmBgoGjRooXIyckxTDt27JiwsbERM2bMqNQyTVmzZo0AINauXSv5vdaoPsbfrVu3RHp6uhBCiA8//FAAEJcvXy5V7vr16wKAePnll42m79y5UwAQn3zyiWHas88+K+zt7cWtW7eMyvbs2VO4uLgYXl+6dEkkJCQYlSksLBR9+/YVSqVSZGZmllv3/Px80aFDB9G6dWuzttXa1cf4K5KdnS2aNWsm5s+fLwCI6Ohoo/knT54UKSkpRtPu3r0r2rRpI3x8fCpcvpTj5U8//SQAiO+//94w7fDhwyIjI8Oo3M2bN4WHh4fo0aNHhcusLepzDBan0+mEnZ2dmDRpksn5FZ0HmrsPlHIeuHv3blFQUGBUbvfu3QKAeP311yu1ncWxa18FMjIyMG3aNDRr1gxKpRKenp4IDw/HkSNHANzrtrN582ZcuXLF0F2nqA9rbm4u3nzzTXTq1AkajQZqtRoPPfQQdu3aJbkepvrGpqWlISoqChqNBq6uroiMjCzVrSk5ORkeHh7o3bu30dOZL168CLVajVGjRhmmZWVl4ezZs7h582aF9endu3epaY8++igA4MyZM6Xm5eXl4cUXX8SLL76I5s2bl7vsNWvW4OTJk3j33XdNzt+7dy8AYPTo0UbTR48ejbt37+LXX38td/kqlQoeHh4VdkO0FoxB08yNwbS0NKxatQoTJ06Ev78/cnNzTV4JS01NxenTp/Hoo4/C3t7eML1Dhw5o27YtfvjhB8nLLMu6deugVqsxbNgws98jF8afaW5ubnB2dq6wXEZGBgBAq9UaTW/cuDEAGLWcpqenw8HBAa6urqXKFi/n7+9vaMUqolAoMHz4cOTk5ODSpUvl1snW1ha+vr61Yh/I+CvfBx98gMLCQrz88ssm57dr1w7u7u5G05RKJQYNGoTr168b4rMsUo6XRZ9P8bKdOnWCk5OTUblGjRrhoYceMnmuYI0Yg+bz9PSESqUyGS/mnAeauw+Uch7Ys2fPUs+B6tmzJ9zc3CwSg0ykKjB58mQsX74cI0aMwLJly/Dyyy/D0dHR8OG//vrrCAkJgbu7O9asWYM1a9YY+smmp6fjq6++Qu/evfH+++/jrbfeQkpKCiIiIsrtBmIOIQSGDRuGNWvWYMyYMXjnnXdw/fp1REZGGpXz9PTE8uXLsXv3bixZsgTAvYfPRUVFwdnZGcuWLTOU/fPPP9G2bVt8/vnnlaqTTqcDgFI7bQBYvHgxbt++jTlz5pS7jIyMDMyaNQuvvfZamc2tOTk5sLW1NTrZBWDoShUfH1/qPenp6bh58ybOnj2L1157DSdPnsTDDz9s1nbJjTFoPlMxuG/fPty9exctWrTAyJEjoVKp4OjoiB49ehh9BkWJkKluqSqVComJiYblm7tMU1JSUhAbG4vhw4cbur9YM8Zf1TRv3hw+Pj74+OOPsWnTJly/fh1//vknJk+eDH9/f6MTgd69eyM9PR2TJk3CmTNncOXKFaxYsQIbNmzA7NmzK1xXeftgvV6Pmzdv4u+//8aiRYuwZcuWWrEPZPyV7erVq1i4cCHef//9MrvTl0Wn00GlUhmOm8WZe7wUQuDmzZvQ6XTYu3cvXnjhBdja2pq8yGVq/abi1BoxBsuXlpaGlJQUnDhxAhMmTEB6errJeDHnPNDcfWBlzgOLy8zMRGZmpmVisMptWnWcRqMp1VReUllNuvn5+UZdhIQQ4vbt20Kr1Ypx48ZJqkdkZKTROn755RcBQHzwwQdG63vooYdMNun+61//EiqVSpw/f97QDeWXX34xKrNr1y4BQMydO1dS3YqMHz9e2NraivPnzxtNv3HjhnB2dhZffPGFEEKIVatWldm17+WXXxb+/v7i7t27Qghhsmvfxx9/LACIvXv3Gk1/9dVXBQDxyCOPlFpuRESEACAACHt7ezFp0iSRnZ1dqe2saYxB85mKwU8++UQAEI0aNRIPPvigWLt2rVi2bJnQarWiYcOGIjExUQghREFBgXB1dRUPP/yw0TJv3rwp1Gq1ACAOHz4saZmmLFmyRAAQv/32W6W2saYx/ipWXtc+IYQ4ePCgaN68uWEfBEB06tRJ3Lhxw6hcfn6+mDp1qmjQoIGhnK2trVi+fHmFdbh165bw9PQUDz30kMn5kyZNMizTxsZGjBw5UqSmpkraTjkw/so2cuRI0b17d8NrmOjaZ8qFCxeEg4ODGDt2rMn55h4vb9y4YRTTPj4+Yv369RWuf8+ePUKhUIg33nijwrLWgDFYvtatWxtiwMnJScyZM6dUVzpzzwPN3QdW5jywuLffflsAEDt27DB7O8vCRKoCTZs2FZ07dxb//PNPmWXM6RtbUFAgbt26JVJSUsTgwYNFSEiIpHqU/AFNnDhR2NnZlep7XNRvtOQP6NatW6Jx48YiODi43B1oZa1du1YAEDNnziw17+mnnxYdOnQw/LDK+gGdO3dONGjQQPz000+GaaYSqRs3bgiNRiNatmwptm/fLi5fviy++OIL4eLiIgCUOhEWQoijR4+K7du3i5UrV4qePXuKZ555ptRnZ60Yg+YpKwaL7h1wd3c3qmtcXFypPtKzZs0SAMSrr74qzp8/Lw4fPiz69u1r2KkX7bSlLLOk0NBQ4eHhIfLy8iy16dWK8VexihKp8+fPixEjRohXX31V/PLLL+Kjjz4SjRo1EmFhYaVOUBctWiQeeeQR8c0334j169eL4cOHCzs7O7Fx48Yy119QUCAGDBgg7O3txbFjx0yWOXPmjIiNjRXffPONGDx4sHj00UeFTqer7CbXGMafaTt37hQKhUL8+eefhmnmJFJ6vV6EhISIhg0blvmZmnu8zMnJEbGxsWLTpk1i/vz5IiQkpNQ9KyUlJSUJHx8fERAQwGNwLY/BIvv37xdbt24Vy5YtE126dBEvvfSSyM3NNSpj7nmgEObtAytzHlhk9+7dws7OTjzxxBMW2X4mUhVYv369cHBwEDY2NqJLly5i7ty54u+//zYqU94PaPXq1SIoKMgouwYg/P39JdWj5A8oIiJC+Pr6lir3119/lXmT4Y8//igACK1WK27fvi1p/eXZs2ePcHBwEBEREaVODuPi4oRCoRA7d+40TCvrBzRgwADRq1cvo2mmEikh7v0Q/Pz8DJ+ni4uLYaCBYcOGlVvfnJwc0a5dOzFixAhpGyoTxmDFyovBopPcZ555ptT7/P39RZ8+fQyvc3JyxPjx44WNjY3hc+rfv7+YPHmyACCOHj0qeZnF/f333wKAmDp1ahW2tmYx/ipWXiKVlpYmtFqt+Oijj4ym//e//xUAxLJlywzTFixYILy8vEqdGPXu3Vt4e3uXmXw/99xzAoD49ttvza5zeHi46NKliygsLDT7PXJg/JWWl5cn2rdvL55++mmj6RUlUvn5+WLIkCHC3t7e7CvxUo6Xf/zxhwAgNm3aZHJ+Zmam6NKli9BoNOLEiRNmrd8aMAbNl5qaKrRarXjppZcM06ScB0rZB1bmPPDMmTPCzc1NhISEGAYLqireI1WBJ554ApcuXcKSJUvg7e2NDz/8EO3atcOWLVsqfO93332HqKgoNG/eHCtXrsTWrVsRGxuLvn37yjKE5bZt2wAAt2/fxvXr1y2yzL/++gtDhw5F+/bt8dNPP8HOznhE/ZkzZ+Khhx6Cv78/EhISkJCQYLiJ8caNG7h69SoAYOfOndi6dStefPFFQ7mEhATk5+cjOzsbCQkJSE9PNyy3Z8+euHTpEo4ePYp9+/bhn3/+Qbdu3QAArVq1KrfO9vb2GDp0KDZs2IDs7GyLfA7ViTFYvopi0NvbG0Dpm/2Be33Hb9++bXhtb2+Pr776ComJidizZw/OnTuHbdu24c6dO7CxsUGLFi0kL7O4devWAbg3HHZtwfirmp9//hlJSUkYOnSo0fRevXrBxcXF6Bk9y5YtQ9++fUvdnD906FAkJiaafE7VvHnzsGzZMixcuBBjx441u14jR47EoUOHcP78eWkbVMMYf6V9++23OHfuHCZNmmR0vATu3WeckJBQ6vl4APDss88iJiYGq1evRt++fc1al5TjZffu3dG4cWOsXbu21Lzc3Fw89thjOH78OH799Ve0b9/erPVbA8ag+Ro2bIi+ffsaxYC554GAtH2g1PPAa9euoX///tBoNPjtt9/MGizILBZJx+qRpKQk0aRJE6NhOx955BGTVyKGDRsmAgICSl3x6969u+RhMqvapLtlyxZDt6cmTZqIBx54oMpdiy5evCi8vLxEq1atRHJysskyTZs2NboCU/JPo9EIIf53daK8v0WLFpVbn6VLlwoAYtu2bRXWfdq0aQJAhUOlWyPG4P+YE4Nnz54VAEx2Y/D19RXh4eHlriM/P180btxYhIaGVnmZbdu2Fc2bNy93fdaO8VdaeS1S7733ngAgzpw5YzS9sLBQqNVqMWrUKMM0e3t7o9dF3n//fZPL+PzzzwUAMW3aNMl1Xrx4sQAgDh48KPm9cmL8CTF37twKj5clu4K+/PLLAoBYvHix5PVJOV42bNhQDBw40GhaQUGBGDVqlLC1tRU///yz5PVbG8Zg+YYPHy4cHR0Nr809DxRC+j6wpLLOA2/evCnatGkjPD09S93HX1VMpMqRn58v0tLSSk3v0qWL6Ny5s+H1qFGjhKura6lyjz32mAgICDC66e7AgQNCoVBU+Qck5SbD27dviyZNmogHH3xQ5OfnG35M8+bNM1qHXq8XZ86cKfXMCVNu3LghAgIChLe3d5n3BQghxLZt28TGjRuN/p5//nkBQHz00UciJiZGCCHElStXSpXbuHGj8PDwEJ07dxYbN24UFy9eLHM9ycnJws/PTwQHBxt93qZ2/Ldv3xa+vr4mm8StDWOwbObGoBBCdOjQQbi4uBgtd9u2baXqb8rChQsFAKN79yqzzCNHjggAteYGayEYf+YqL5EqerZOyZu3i+q/cOFCw7T27dsLNzc3cfPmTaNt6tSpk3B2dja67+CHH34QNjY24qmnniq3e56pfWBubq544IEHhKOjo1Xfp8L4M+3MmTMmj5cAxKBBg8TGjRuNBrz54IMPBADx2muvlbtcc4+XmZmZQq/XlypbFOsl93FFXU+LBhqoTRiDZTMVL5cvXxbOzs5Gg96Yex4ohLR9YEllnQdmZmaKBx98UDg7OxsGjLIk4z4wZCQjIwM+Pj4YOXIkOnToACcnJ/z+++84dOgQPv74Y0O5Tp06Yf369ZgxYwa6dOkCJycnDBkyBI888gg2bNiARx99FIMHD8bly5exYsUKBAYGIjMzs0p1GzJkCHr06IFXX30VCQkJCAwMxIYNG3Dnzp1SZV988UXcunULv//+O2xtbTFgwABMmDAB77zzDoYNG2Z4+vSff/6JPn36YO7cuXjrrbfKXf+AAQNw6dIlzJw5E/v27cO+ffsM87RaLcLDwwEA/fv3L/XeoucL9OrVC507dwYA+Pn5wc/Pr1TZadOmQavVYvjw4UbTe/XqhdDQULRo0QI6nQ7//ve/kZmZiZiYGKPnBQwcOBA+Pj7o2rUrPD09cfXqVaxatQqJiYlYv359udtoDRiDZTM3BgFg0aJFCA8PR1hYGCZNmoQ7d+7gk08+QatWrTBlyhRDue+++w4///wzevbsafis//Of/2DChAkYMWKE0frNXWaRoq4OtalbH+OvbHfu3DEMJVzUPe/zzz+Hq6srXF1dMXXqVEM927Vrh/nz5+PKlSvo1q0bLl68iM8//xyNGzfG+PHjDct89dVXMWbMGHTt2hUTJ06Eo6Mjvv/+e8THx+Odd95BgwYNDPV8+umn0ahRIzz88MOlulJ1794dAQEBAIBJkyYhPT0dPXv2RJMmTaDT6bB27VqcPXsWH3/8cakuNNaE8WdamzZt0KZNG5Pz/P39jY6XGzduxMyZM9GyZUu0bdsW3333nVH58PBwQxdlc4+XFy5cQL9+/TBq1Ci0adMGNjY2OHz4ML777js0a9YML774oqHs4sWLsWzZMoSGhkKlUpVa/6OPPmrVj4FgDJYtKCgIDz/8MEJCQtCwYUNcuHABK1euRF5eHhYuXGgoZ+55IGD+PrDoveacBz711FP4888/MW7cOJw5c8bo2VFOTk6lzi8ls3hqVofk5OSIV155RXTo0EE4OzsLtVotOnToYHRzsBD3st0nn3xSuLq6CgCGKwaFhYXivffeE02bNhVKpVJ07NhRxMTElLqqYA5T77l165YYO3ascHFxERqNRowdO1YcPXrU6ErEr7/+KgCIjz/+2Oi96enpomnTpqJDhw6GDF/KsJcop5m25IARJZU3WktJZQ02MX36dBEQECCUSqXw8PAQTz75ZKmbP4W41/UlLCxMuLu7Czs7O+Hh4SGGDBki9uzZU+G6rQFjsGxSYzA2NlZ069ZNODg4CDc3NzF27NhSw08fPHhQ9OzZUzRs2FA4ODiIDh06iBUrVpR5xd+cZQpxr2tLUVeK2oTxV7bLly+XGX8l65mamiqmT58uWrVqJZRKpXB3dxejR48Wly5dKrXcrVu3il69egl3d3dhb28vgoKCxIoVK4zKVNQVuviV6O+//17069dPaLVaYWdnJxo2bCj69esnfv311wq3UW6MP2mA0oNNVNQNcNeuXYay5h4vU1JSxMSJE0WbNm2EWq0W9vb2omXLlmLatGmlWjIiIyPLXX9FvQnkxhgs29y5c0Xnzp1Fw4YNhZ2dnfD29hajR48Wx48fr/C95Z0HmrMPFML888DyuhZK/Q5MUQhR7DHHREREREREVCGO2kdERERERCQR75GSWWpqKnJzc8ucb2trCw8PjxqsEdU3jEGSE+OP5MT4I7kxBms3du2TWe/evbF79+4y5zdt2tTks0OILIUxSHJi/JGcGH8kN8Zg7cZESmbx8fFlPrwTABwdHdGjR48arBHVN4xBkhPjj+TE+CO5MQZrNyZSREREREREEnGwCSIiIiIiIok42ASAwsJCJCYmwtnZGQqFQu7qkBUQQiAjIwPe3t5GD3arDow/MqWmYpDxR6ZwH0hyYvyR3MyNQSZSABITE+Hr6yt3NcgKXbt2DT4+PtW6DsYflae6Y5DxR+XhPpDkxPgjuVUUg0ykADg7OwO492G5uLjIXBuyBunp6fD19TXERnVi/JEpNRWDjD8yhftAkhPjj+RmbgzWmURq6dKl+PDDD6HT6dChQwcsWbIEDz74oFnvLWrKdXFx4Y+IjNREMz/jj8pT3THI+KPycB9IcmL8kdwqisE6MdjE+vXrMWPGDMydOxdHjhxBhw4dEBERgeTkZLmrRkREREREdVCdaJH65JNP8Oyzz+KZZ54BAKxYsQKbN2/G119/jVdffbVSyxSFhci6edOS1TSicneHoppvoKTaq7rjD2AMUtlqIv6qivFbt5UXg/zuqboVjz/GG5Wn1idSubm5iI+Px+zZsw3TbGxs0K9fP8TFxZl8T05ODnJycgyv09PTS5XJunkTaq3W8hW+76yjI3wuXbKKHyd3EjXLGuIPsGAMqlRQqdUc7aiWsJb4qyqL7kMZwzWqqjFY9N2rPT157CLJpMZf5o0bcPLyqrH6Ue1S6xOpmzdvoqCgANoSO1ytVouzZ8+afM+CBQswb968mqhemdpkZwONG8tahyJnHR3RKj0dNna1PhxqBWuIP8ByMXgUQHRQELb/8QfUTk48GbVy1hJ/VWXJfehRAC907449+/YxfmtAVWOw6Ls/7uyMoLQ0JlMkidT4u9qsGdro9bCxta3GWlFtpRBCCLkrURWJiYlo0qQJ9u/fj9DQUMP0mTNnYvfu3Th48GCp95i6GuHr64s7d+4YbjSsrq4torAQ1wMC7h0IrMhZR0e0zszkAem+9PR0aDQao5iwFDnjr2jZ1RGDhoQqNhYKhYItnVVUXTEod/xVVXXF73kA3nfuwIk3mwOwzn2gqe9en5QEtaenRetH8rOG+Dvn5GSIte5BQfjjr794oaUeMTcGa30ThLu7O2xtbZGUlGQ0PSkpCV5lNMUqlUoolcpyl6uwsam2nXPrzEzoreAkRRQWIsXPD/55eWiTnY2UM2eg8vC4N1OlAkzsMFQqFXckVSR3/AEWikEh4NC/P2yPHwcAdASw/8QJ4P7vrsKuVyZijPFV/awh/qrKYvtQIaDs3h12ly6hFYDL7u7A1avGMVssThmfllGVGGydmYnk06fhGRRUXdWjOs7c+Gul0wEaDQBg6YkTyNLroXZyqokqUi1S6xMpe3t7dOrUCTt27MDw4cMB3HtK9Y4dOzB16lR5K1cGqzpJuXrV0D3Go317w+SjAB4CULK5MjgoCLGxsVB7eLC1oRazWAweOwaRmYnCsDBDQlWkoq5XpmKsKL6Kn6yyZYtKsuQ+VJw/jytqNZrm5MA/L69UzBaP0+CgIPxx9Ci7+MhJocDwJ5/EfrnrQXWewskJ5xwc0PruXXQEoM/KAphIUQm1PpECgBkzZiAyMhKdO3fGgw8+iMWLF0Ov1xtG8aOyqT09cdzZGcEZGUbTOwLINPWG+y0OZx0d4aPTQe3szCu09ZlCAYWzM2yPHYPQ65GVlWV21yuTMVasRasIY42qk8LWFr6ZmTjr4mIyZo3i9MQJnFar4ZeQcC+55yAVNS5Lr8fSEycMr4UQ0Ov1Zr2XLYokRVZWFrLv3v3fBL0e+rIeq1NGLx4pGJ+1U51IpEaNGoWUlBS8+eab0Ol0CAkJwdatW0sNQEGlKWxsEJSW9r9uMiW6a5WlTXY2zms0iCp2T0xJbEmoRxQKKJycDN0eyu16ZWaMFSmKtfEcDICqiY2dXemYLSNOA3NyDK1Wxe8LZCt9DcnKQsdiLxt7eaHQzLeaavGuKh7n6rCsLIQUe6kOCCizaFm9eKSQEp+MO+tR6websITqvKmxVhICyMoyMVlAn5mJW82aoWmxGzXLUptHVKrJmKiX8WcixoQQyCo2TRQWGsXaUQAt09Ph5OxckzWVTU3FRb2MP3MVi9PCggKc9/Iqs6XV6J7AOtBSZa37QFFYiAsuLmhlZitUdavNxzlrZg3xJwoLccLVtVSPHWvAuKt+5sYgvwEqTaEA1OpSfwonJzh5ecFPr0dBcHCFiwnOyLDakb9IZiZiTOHkBLWnp+GvKNby718F7Aigf48e4LUfqjHF4tTGxeVeq1VSEvQ6Xal9YJvsbDg1bgy1Vovzzs7o0aEDCgsKZKp43aWwsUHLO3fMOgbVBB7n6i5Dj52kpLL/TOwLagLjznrUia59VLMUtrZG98SUlJWSYjRwBVFlFcUa7l8NWn3iBG4mJEClVv+vUBX7prNfOpnLaJCL+/tAfWZmqXsCi0awNLqfCuBIlRZi2C+YOP6UpWSLd1Vk6fW4HRCAVvdfq1QqiyyXrI9ZA9tIjEVTzIlPfUYG8lq0QJP7rxl31oGJFFVOiXtiiKqLwskJBcHBsD1+/N6JS4l+6lXtm14d902UxP7sddD9faCTk9P/7q8qcV9V8fupAPNHqqwI4wn/ay00tzhgueNVcjLuPyjk3r5JQj2oDpIYiyYXgfLjUxQW4lqzZmhz/zXjznowkaJqlaXXA2b0ZedVWSqTQgGbI0dwXqMxeV9EmSNMmsvESIGWZvKZWnXgPhq6p2RLVWFGhsn7qcwdqbIiFT6jraT7LWHcz1pe9tatcOJnStUs6+ZNw/7kilIJvyNHqjxKIFkGEymqVrcDAuCPilsLqtIqwKuzdZ/C1hYt09PNGlXNGpl6plbRiG/7+FyiukWh+N/9VBJHQzVXRc9oK6moJSyo2H6W+03LuN68OVpnZvKzpBrjdukSFDxmWA0mUmRxKnd3nFer0UqvRyuY2VpQhVaBkqNlmbpKwyuxtZ/JvupV7JtuyfsmTC6/nGdqFd1Hc1SjQUh6Ok/E6phS8WoiVqXGn7nPaCvJ0BJWbD/L57NVnsrdHWcdHdEmOxttsrORcuYMVB4evAeOasQ/LVowebciTKTI4gyjKj3wQI20FhS/OlvW/TJltXjxqmwtV8W+6Ra9b6IMFT2fqKNeD/3NmxXf0Ey1m4lYrUz8lfuMtpLKaQnj89kqT2FjA59LlwzHnaLBlcq7B47PGaOqKJm885hhPZhIUbWQMqpSZVsFTF2dLfN+mTJavPgsBqpuZbWk6RMSyn3AI5EpZo0iVtz9/XDRfrb489laAfhs/35k6fUcOEgitacnjjs7Gz1jqLx74HisoaoombyLQnMfQ03VjYkUVR8zWwuq0ipQ1mhZ5grOyOCVHap5Fhjlicgs92Ot+H5Wrdcjv1Ur2F26dO/kPzMTYCIlieEZQ2Yef4IzMpBy5gzc27ZlMkWVUjxurgcEsHuflWAiRbVaydGyTLWAmWrx4rOuiKi+UtjaImf/ftjdb6XnSVnlVHT8EULg5pUrhmONR/v20kdcrAsqeNYf7yMzT8nufZnJyXCq5hFnqWJMpKjuKOMqvznPZyAiqk9UHh6858KSyrgHzr1tW6MugFJHXKwLKnrWX8fu3bGX9+lVqGT3vhQ/P+DqVYsl5bxnvHKYSFG9x6uxJDchKvs4YaLKKXlSRtWjqAtgZnJypUZcrAsqetbfPt6nZza1p6fhAoh/Xp5Ff7/1qrW0WCtpVVtEmUhRvcQRcMia9A8Pxx9//cUrslSj6sUJkxVQ2NjAyctL2oiLdYGZ9y6HAdBnZfE+PTMobGzQKj0dZ11cLJ6U16fW0uKtpMFBQfijCs9zZCJF9RKvxpLcVCqV4f+lJ07wiixRHSd5xMW6oJzRe/XJyRy5tBJs7OwsmpRX9vl0tZlRK2kVn+fIRIrqLV6NJTkp1GoUBAfD9vhxdASvyFLN4/2hVO3KG6GUI5dWmqWT8nrTWlpGK2lVnudYpUQqJycHSqWyKosgIqqfFApkb90KJ29vuWtC9ZDhKrTcFSEi2dWr1tJiraSWaBWVdEl+y5YtiIyMREBAABo0aACVSgUXFxf06tUL7777LhITE6tUGSKi+kIUFuJ68+ZyV4PqqaybN4268ji6uclYGyKiGlLUSlr0V0VmJVIbN25Eq1atMG7cONjZ2WHWrFnYsGEDtm3bhq+++gq9evXC77//joCAAEyePBkpKSlVrhgRUV1W/ET2rKMjVO7uMteI6pOSiVN2aqpMNaH6iqOVUl1gVte+Dz74AIsWLcLAgQNhY+K+kieeeAIA8M8//2DJkiX47rvvMH36dMvWlIiojqo3Q86S1chOTUXRtdizjo5ozUSeapAQAv3Dw7Ff7ooQVZFZiVRcXJxZC2vSpAkWLlxYpQoREdUHxa/GMokiOTGRp5qWpddj6YkThtfFRzElqimWGHCHe04iohpWWFCAfqGhcleDCAATeZJBVhY63v+3IDgYCo7gRzWsaMCdqpI8ap8QAj/99BN27dqF5ORkFJbI5jZs2FDlShER1VWisBDHNRoc0OsN03g1lmoahz4nORVvkb+7fTvUfBg51bCS9ylXtnuz5MtQ06ZNw9ixY3H58mU4OTlBo9EY/RERUdmybt5ESLEkSvTowauxVKMsdSWWqDKK7o8yYBJFMqtK92bJLVJr1qzBhg0bMGjQoEqtkIiI7tFfugR1s2Y8kaAaZakrsUSVwfujyNpUpXuz5HdqNBoE8EoWEVHVqdVMokhWHGiCahzvj6I6RPLe86233sK8efOQXexBfkRERFT7MIkiOd3dvp0Xk6hWk9y174knnsD3338PT09PNGvWDA0aNDCaf+TIEYtVjqg6Fe9OwK4FVFMYdyQ3xiDJySj+2BpFMrHUflByIhUZGYn4+HiMGTMGWq0WCl5JoFqqeOwyjqmmMO5IboxBkhPjj6yBpeJQciK1efNmbNu2DWFhYZVeKRERERERUW0muXO0r68vXFxcLLLyPXv2YMiQIfD29oZCocAvv/xiNF8IgTfffBONGzeGo6Mj+vXrhwsXLhiVSU1NxVNPPQUXFxe4urpi/PjxyMzMtEj9iIiIiIiITJGcSH388ceYOXMmEhISqrxyvV6PDh06YOnSpSbnf/DBB/jss8+wYsUKHDx4EGq1GhEREbh7966hzFNPPYVTp04hNjYWMTEx2LNnDyZOnFjluhEREREREZVFcte+MWPGICsrC82bN4dKpSo12ERqaqrZyxo4cCAGDhxocp4QAosXL8acOXMwbNgwAMC3334LrVaLX375BaNHj8aZM2ewdetWHDp0CJ07dwYALFmyBIMGDcJHH30Eb29vqZtHRERERERUIcmJ1KJFi2rk5sDLly9Dp9OhX79+hmkajQZdu3ZFXFwcRo8ejbi4OLi6uhqSKADo168fbGxscPDgQTz66KMml52Tk4OcnBzD6/T09OrbEKISGH8kJ8YfyY0xSHJi/JElSU6koqKiypxnyWdL6XQ6AIBWqzWartVqDfN0Oh08PT2N5tvZ2cHNzc1QxpQFCxZg3rx5FqsrkRSMP5IT44/kxhgkOTH+yJIk3yP1wgsvmJyu1+sxaNCgKleoJsyePRt37twx/F27dk3uKlE9wvgjOTH+SG6MQZIT448sqVLDnzds2NAom9fr9RgwYIBFK+bl5QUASEpKQuPGjQ3Tk5KSEBISYiiTnJxs9L78/HykpqYa3m+KUqmEUqm0aH2JzMX4Izkx/khujEGSE+OPLElyi9T27dvx5ZdfYvHixQCAjIwMhIeHQ6FQYOvWrRarmL+/P7y8vLBjxw7DtPT0dBw8eBChoaEAgNDQUKSlpSE+Pt5QZufOnSgsLETXrl0tVhciIiIiIqLiJLdINW/eHFu3bkWfPn1gY2OD77//HkqlEps3b4ZarZa0rMzMTFy8eNHw+vLlyzh27Bjc3Nzg5+eHadOm4Z133kHLli3h7++PN954A97e3hg+fDgAoG3bthgwYACeffZZrFixAnl5eZg6dSpGjx7NEfuIiIiIiKjaSE6kACA4OBgxMTEIDw9H165dERMTA0dHR8nLOXz4MPr06WN4PWPGDABAZGQkVq9ejZkzZ0Kv12PixIlIS0tDWFgYtm7dCgcHB8N71q5di6lTp+Lhhx+GjY0NRowYgc8++6wym0VERERERGQWsxKpjh07mhzyXKlUIjExET169DBMO3LkiNkr7927N4QQZc5XKBSYP38+5s+fX2YZNzc3rFu3zux1EhERERERVZVZiVRRVzoiIiIiIiIyM5GaO3duddeDiIiIiIio1jBr1L7yut8RERERERHVN2YlUu3atcMPP/yA3NzccstduHABU6ZMwcKFCy1SOSIiIiIiImtkVte+JUuWYNasWXjuuecQHh6Ozp07w9vbGw4ODrh9+zZOnz6Nffv24dSpU5g6dSqmTJlS3fUmIiIiIiKSjVmJ1MMPP4zDhw9j3759WL9+PdauXYsrV64gOzsb7u7u6NixI55++mk89dRTaNiwYXXXmYiIiIiISFaSniMVFhaGsLCw6qoLERERERFRrWDWPVJERERERET0P0ykiIiIiIiIJGIiRUREREREJBETKSIiIiIiIomYSBEREREREUkkadS+IoWFhbh48SKSk5NRWFhoNK9nz54WqRgREREREZG1kpxIHThwAE8++SSuXLkCIYTRPIVCgYKCAotVjoiIiIiIyBpJTqQmT56Mzp07Y/PmzWjcuDEUCkV11IuIiIiIiMhqSU6kLly4gJ9++gktWrSojvoQERERERFZPcmDTXTt2hUXL16sjroQERERERHVCma1SB0/ftzw//PPP4+XXnoJOp0OQUFBaNCggVHZ4OBgy9aQiIiIiIjIypiVSIWEhEChUBgNLjFu3DjD/0XzONgEERERERHVB2YlUpcvX67uehAREREREdUaZiVSTZs2Nfy/Z88edO/eHXZ2xm/Nz8/H/v37jcoSERERERHVRZIHm+jTpw9SU1NLTb9z5w769OljkUoRERERERFZM8mJVNG9UCXdunULarXaIpUiIiIiIiKyZmY/R+qxxx4DcG9giaioKCiVSsO8goICHD9+HN27d7d8DYmIiIiIiKyM2YmURqMBcK9FytnZGY6OjoZ59vb26NatG5599lnL15CIiIiIiMjKmJ1IrVq1CgDQrFkzvPzyy+zGR0RERERE9ZbZiVSRuXPnAgCSk5Nx7tw5AEDr1q3h6elp2ZoRERERERFZKcmDTWRkZGDs2LFo0qQJevXqhV69eqFJkyYYM2YM7ty5Ux11JCIiIiIisiqSE6kJEybg4MGDiImJQVpaGtLS0hATE4PDhw9j0qRJ1VFHIiIiIiIiqyI5kYqJicHXX3+NiIgIuLi4wMXFBREREfjyyy+xadMmSctasGABunTpAmdnZ3h6emL48OGG7oJF7t69i+joaDRq1AhOTk4YMWIEkpKSjMpcvXoVgwcPhkqlgqenJ1555RXk5+dL3TQiIiIiIiKzSE6kGjVqZBjBrziNRoOGDRtKWtbu3bsRHR2NAwcOIDY2Fnl5eejfvz/0er2hzPTp07Fp0yb8+OOP2L17NxITEw1DsQP3hl4fPHgwcnNzsX//fnzzzTdYvXo13nzzTambRkREREREZBbJg03MmTMHM2bMwJo1a+Dl5QUA0Ol0eOWVV/DGG29IWtbWrVuNXq9evRqenp6Ij49Hz549cefOHaxcuRLr1q1D3759AdwbPbBt27Y4cOAAunXrhu3bt+P06dP4/fffodVqERISgrfffhuzZs3CW2+9BXt7e6mbSEREREREVC7JidTy5ctx8eJF+Pn5wc/PD8C9rnVKpRIpKSn44osvDGWPHDkiadlFg1W4ubkBAOLj45GXl4d+/foZyrRp0wZ+fn6Ii4tDt27dEBcXh6CgIGi1WkOZiIgITJkyBadOnULHjh1LrScnJwc5OTmG1+np6ZLqSVQVjD+SE+OP5MYYJDkx/siSJCdSw4cPr4ZqAIWFhZg2bRp69OiB9u3bA7jX0mVvbw9XV1ejslqtFjqdzlCmeBJVNL9onikLFizAvHnzLLwFROZh/JGcGH8kN8YgyYnxR5ZU6edIWVp0dDROnjyJffv2Vcvyi5s9ezZmzJhheJ2eng5fX99qXy8RwPgjeTH+SG6MQZIT448sSXIiBQBpaWn46aef8Pfff+OVV16Bm5sbjhw5Aq1WiyZNmkhe3tSpUxETE4M9e/bAx8fHMN3Lywu5ublIS0szapVKSkoy3J/l5eWFP//802h5RaP6FZUpSalUQqlUSq4nkSUw/khOjD+SG2OQ5MT4I0uSPGrf8ePH0apVK7z//vv46KOPkJaWBgDYsGEDZs+eLWlZQghMnToVGzduxM6dO+Hv7280v1OnTmjQoAF27NhhmHbu3DlcvXoVoaGhAIDQ0FCcOHECycnJhjKxsbFwcXFBYGCg1M0jIiIiIiKqkOREasaMGYiKisKFCxfg4OBgmD5o0CDs2bNH0rKio6Px3XffYd26dXB2doZOp4NOp0N2djaAe0Oqjx8/HjNmzMCuXbsQHx+PZ555BqGhoejWrRsAoH///ggMDMTYsWPx119/Ydu2bZgzZw6io6N5xYGIiIiIiKqF5K59hw4dMhqZr0iTJk3KHNyhLMuXLwcA9O7d22j6qlWrEBUVBQBYtGgRbGxsMGLECOTk5CAiIgLLli0zlLW1tUVMTAymTJmC0NBQqNVqREZGYv78+dI2jIiIiIiIyEySEymlUmlyqMjz58/Dw8ND0rKEEBWWcXBwwNKlS7F06dIyyzRt2hS//fabpHUTERERERFVluSufUOHDsX8+fORl5cHAFAoFLh69SpmzZqFESNGWLyCRERERERE1kZyIvXxxx8jMzMTnp6eyM7ORq9evdCiRQs4Ozvj3XffrY46EhERERERWRXJXfs0Gg1iY2Oxb98+HD9+HJmZmXjggQfQr1+/6qgfERERERGR1anUc6QAICwsDGFhYZasCxERERERUa0gKZEqLCzE6tWrsWHDBiQkJEChUMDf3x8jR47E2LFjoVAoqqueREREREREVsPse6SEEBg6dCgmTJiAf/75B0FBQWjXrh2uXLmCqKgoPProo9VZTyIiIiIiIqthdovU6tWrsWfPHuzYsQN9+vQxmrdz504MHz4c3377LZ5++mmLV5KIiIiIiMiamN0i9f333+O1114rlUQBQN++ffHqq69i7dq1Fq0cERERERGRNTI7kTp+/DgGDBhQ5vyBAwfir7/+skiliIiIiIiIrJnZiVRqaiq0Wm2Z87VaLW7fvm2RShEREREREVkzsxOpgoIC2NmVfUuVra0t8vPzLVIpIiIiIiIia2b2YBNCCERFRUGpVJqcn5OTY7FKERERERERWTOzE6nIyMgKy3DEPiIiIiIiqg/MTqRWrVpVnfUgIiIiIiKqNcy+R4qIiIiIiIjuYSJFREREREQkERMpIiIiIiIiiZhIERERERERScREioiIiIiISCImUkRERERERBIxkSIiIiIiIpKIiRQREREREZFETKSIiIiIiIgkYiJFREREREQkERMpIiIiIiIiiZhIERERERERScREioiIiIiISCImUkRERERERBIxkSIiIiIiIpJI1kRq+fLlCA4OhouLC1xcXBAaGootW7YY5t+9exfR0dFo1KgRnJycMGLECCQlJRkt4+rVqxg8eDBUKhU8PT3xyiuvID8/v6Y3hYiIiIiI6hFZEykfHx8sXLgQ8fHxOHz4MPr27Ythw4bh1KlTAIDp06dj06ZN+PHHH7F7924kJibiscceM7y/oKAAgwcPRm5uLvbv349vvvkGq1evxptvvinXJhERERERUT1gJ+fKhwwZYvT63XffxfLly3HgwAH4+Phg5cqVWLduHfr27QsAWLVqFdq2bYsDBw6gW7du2L59O06fPo3ff/8dWq0WISEhePvttzFr1iy89dZbsLe3l2OziIiIiIiojrOae6QKCgrwww8/QK/XIzQ0FPHx8cjLy0O/fv0MZdq0aQM/Pz/ExcUBAOLi4hAUFAStVmsoExERgfT0dEOrlik5OTlIT083+iOqKYw/khPjj+TGGCQ5Mf7IkmRPpE6cOAEnJycolUpMnjwZGzduRGBgIHQ6Hezt7eHq6mpUXqvVQqfTAQB0Op1RElU0v2heWRYsWACNRmP48/X1texGEZWD8UdyYvyR3BiDJCfGH1mS7IlU69atcezYMRw8eBBTpkxBZGQkTp8+Xa3rnD17Nu7cuWP4u3btWrWuj6yUSgVkZt77U6lqbLWMv3pOprgrwvgjxiDJivFH1sBCcSjrPVIAYG9vjxYtWgAAOnXqhEOHDuHTTz/FqFGjkJubi7S0NKNWqaSkJHh5eQEAvLy88Oeffxotr2hUv6IypiiVSiiVSgtvCdU6CgWgVtf4ahl/9ZxMcVeE8UeMQZIV44+sgYXiUPYWqZIKCwuRk5ODTp06oUGDBtixY4dh3rlz53D16lWEhoYCAEJDQ3HixAkkJycbysTGxsLFxQWBgYE1XnciIiIiIqofZG2Rmj17NgYOHAg/Pz9kZGRg3bp1+O9//4tt27ZBo9Fg/PjxmDFjBtzc3ODi4oLnn38eoaGh6NatGwCgf//+CAwMxNixY/HBBx9Ap9Nhzpw5iI6O5tUGIiIiIiKqNrImUsnJyXj66adx48YNaDQaBAcHY9u2bQgPDwcALFq0CDY2NhgxYgRycnIQERGBZcuWGd5va2uLmJgYTJkyBaGhoVCr1YiMjMT8+fMl1UMIAQAcuYUMimKhKDaqE+OPTKmpGGT8kSncB5KcGH8kN3NjUCFqIkqt3PXr1zlqC5l07do1+Pj4VOs6GH9UnuqOQcYflYf7QJIT44/kVlEMMpHCvfuyEhMT4ezsDIVCIXd1TEpPT4evry+uXbsGFxcXuatTbaxlO4UQyMjIgLe3N2xsqvdWwtoQf+Wxlu/MUqxle2oqBq0t/qzl85eb3J+Dte4D5f5cLKkubQtg2e2xhvjj92O9amJbzI1B2UftswY2NjbVfsXDUlxcXGr9D8Ac1rCdGo2mRtZTm+KvPNbwnVmSNWxPTcSgtcafNXz+1kDOz8Ga94F1KT7q0rYAltsea4k/fj/Wq7q3xZwYtLpR+4iIiIiIiKwdEykiIiIiIiKJmEjVEkqlEnPnzq3zw7rXl+2sS+rad1bXtqe24ed/Dz8H0+rS51KXtgXg9li7urQ91rQtHGyiDoqKisJ///tfJCQklFsuISEB/v7+WLVqFaKiomqkblR7Ma5ITow/khPjj+TGGLRObJGqYevWrcPixYvlrkaN++GHH/DAAw/AwcEBHh4eGD9+PG7evGlUZvXq1VAoFGX+rV27tszlh4eHQ6FQYOrUqdW9KVapPsbVxo0bERERAW9vbyiVSvj4+GDkyJE4efJkqbKZmZmYNm0afHx8oFQq0bZtWyxfvrxUufJiUKfTGZVt1qyZyXKTJ08utdz4+Hg88sgj8PLygpOTE4KDg/HZZ5+hoKDAch+IjBh/5ccfAGRkZGDmzJnw9/eHUqlEkyZNMHLkSGRlZRnK9O7du8z4a9CggdHy1q9fjzFjxqBly5ZQKBTo3bt3mXXNycnBrFmz4O3tDUdHR3Tt2hWxsbEW+RysQX2Mv5IqOgauXLkSbdu2hYODA1q2bIklS5aYLGfOsRpAmXG6cOFCo3Lnzp3D9OnT0b17dzg4OEChUFSYCNRGjMGyYzA7Oxvjx49H+/btodFo4OTkhA4dOuDTTz9FXl6eUdkdO3Zg3LhxaNWqFVQqFQICAjBhwgTcuHGj1Pry8vIwb948BAQEQKlUIiAgAO+88w7y8/PLree7774LhUKB9u3bV32jwVH7aty6detw8uRJTJs2rdrW8eWXX6KwsLDali/V8uXL8dxzz+Hhhx/GJ598guvXr+PTTz/F4cOHcfDgQTg4OAAAevbsiTVr1pR6/6JFi/DXX3/h4YcfNrn8DRs2IC4urlq3wdrVx7g6ceIEGjZsiBdffBHu7u7Q6XT4+uuv8eCDDyIuLg4dOnQAABQUFCAiIgKHDx9GdHQ0WrZsiW3btuG5557D7du38dprr5Va9vz58+Hv7280zdXVtVS5kJAQvPTSS0bTWrVqZfQ6Pj4e3bt3R8uWLTFr1iyoVCps2bIFL774Iv7++298+umnVfwk5Mf4Kzv+AODOnTvo1asXrl+/jokTJ6JFixZISUnB3r17kZOTA5VKBQB4/fXXMWHCBKP16PV6TJ48Gf379zeavnz5csTHx6NLly64detWuXWNiorCTz/9hGnTpqFly5ZYvXo1Bg0ahF27diEsLMxCn4h86mP8FVfRMfCLL77A5MmTMWLECMyYMQN79+7FCy+8gKysLMyaNctQztxjdZHw8HA8/fTTRtM6duxo9DouLg6fffYZAgMD0bZtWxw7dqzqG2yFGINlx2B2djZOnTqFQYMGoVmzZrCxscH+/fsxffp0HDx4EOvWrTOUnTVrFlJTU/H444+jZcuWuHTpEj7//HPExMTg2LFj8PLyMpQdM2YMfvzxR4wbNw6dO3fGgQMH8MYbb+Dq1av497//bbIu169fx3vvvQe1Wm25jRdUowYPHiyaNm0qdzWEEEJcvnxZABCrVq2qtnXk5OQIV1dX0bNnT1FYWGiYvmnTJgFAfPbZZ+W+PysrSzg7O4vw8HCT87Ozs0WzZs3E/PnzBQARHR1t0frXFvUtrsqi0+mEnZ2dmDRpkmHaf/7zHwFArFy50qjsiBEjhIODg0hKSjJMW7VqlQAgDh06VOG6mjZtKgYPHlxhuWeffVbY29uLW7duGU3v2bOncHFxqfD9tQHj7x5T8SeEEFOmTBGurq7i0qVLkpe5Zs0aAUCsXbvWaPrVq1dFQUGBEEKIdu3aiV69epl8/8GDBwUA8eGHHxqmZWdni+bNm4vQ0FDJ9bFG9Tn+KjoGZmVliUaNGpXaVz311FNCrVaL1NRUIYT0Y7W5x9tbt26J9PR0IYQQH374oQAgLl++XJlNtWqMQennYVOnThUAxI0bNwzTdu/ebdivFZ8GQLz++uuGaX/++acAIN544w2jsi+99JJQKBTir7/+MrnOUaNGib59+4pevXqJdu3ambuJ5WLXPgvKyMjAtGnT0KxZMyiVSnh6eiI8PBxHjhwBcK/bxubNm3HlyhVDM3izZs0AALm5uXjzzTfRqVMnaDQaqNVqPPTQQ9i1a5fkekRFRRmWWyQtLQ1RUVHQaDRwdXVFZGQk0tLSjMokJyfDw8MDvXv3hih269zFixehVqsxatQow7SsrCycPXvWZJN/cSdPnkRaWhpGjRpl9KC7Rx55BE5OTvjhhx/Kff+mTZuQkZGBp556yuT8Dz74AIWFhXj55ZfLXU5txrgyn6enJ1QqlVEd9u7dCwAYPXq0UdnRo0fj7t27+PXXX00uKyMjw6yud7m5udDr9WXOT09Ph4ODQ6kWrcaNG8PR0bHC5cuN8Wc+U/GXlpaGVatWYeLEifD390dubi5ycnLMXua6deugVqsxbNgwo+m+vr5mPaj0p59+gq2tLSZOnGiY5uDggPHjxyMuLg7Xrl0zuy5yYPyVr6Jj4K5du3Dr1i0899xzRtOjo6Oh1+uxefNmAJU/VmdnZ+Pu3btl1s/NzQ3Ozs5mb481YgyWr7LnYUXbUry+PXv2LLVf69mzJ9zc3HDmzBnDtPKO60IIrF+/vtT69uzZg59++sniXTCZSFnQ5MmTsXz5cowYMQLLli3Dyy+/DEdHR8OX//rrryMkJATu7u5Ys2YN1qxZY/hC09PT8dVXX6F37954//338dZbbyElJQURERFVbgoXQmDYsGFYs2YNxowZg3feeQfXr19HZGSkUTlPT08sX74cu3fvNvSfLiwsRFRUFJydnbFs2TJD2T///BNt27bF559/Xu66i04YTJ0wOjo64ujRo+U2Va9duxaOjo547LHHSs27evUqFi5ciPfff79WnJBWFuOqfGlpaUhJScGJEycwYcIEpKenG3UDzcnJga2tLezt7Y3eV9SdKj4+vtQy+/TpAxcXF6hUKgwdOhQXLlwwue6dO3dCpVLByckJzZo1M9lNr3fv3khPT8ekSZNw5swZXLlyBStWrMCGDRswe/Zss7dTLoy/8lUUf/v27cPdu3fRokULjBw5EiqVCo6OjujRo0eFn0FKSgpiY2MxfPjwSndFOXr0KFq1alXqoZUPPvggAFh9VyvGX9nMOQYePXoUANC5c2ej6Z06dYKNjY1hfmWO1atXr4ZarYajoyMCAwONumjVJYzBskk5D8vNzcXNmzdx7do1bNy4ER999BGaNm2KFi1alPu+zMxMZGZmwt3d3TCtrHgt67heUFCA559/HhMmTEBQUJBZ22Y2i7RrkRBCCI1GU2GTZlnNv/n5+SInJ8do2u3bt4VWqxXjxo2TVI/IyEijdfzyyy8CgPjggw+M1vfQQw+ZbP7917/+JVQqlTh//ryhKf6XX34xKrNr1y4BQMydO7fcuqSkpAiFQiHGjx9vNP3s2bMCgAAgbt68afK9t27dEvb29uKJJ54wOX/kyJGie/fuhteoo137GFfla926tSGWnJycxJw5c4y6Bnz88ccCgNi7d6/R+1599VUBQDzyyCOGaevXrxdRUVHim2++ERs3bhRz5swRKpVKuLu7i6tXrxq9f8iQIeL9998Xv/zyi1i5cqVhu2fOnGlULj8/X0ydOlU0aNDAUE9bW1uxfPlys7dRToy/8lUUf5988okAIBo1aiQefPBBsXbtWrFs2TKh1WpFw4YNRWJiYpnLXrJkiQAgfvvtt3LrUF7Xvnbt2om+ffuWmn7q1CkBQKxYscK8DZUJ469s5hwDo6Ojha2trcn3e3h4iNGjRwshpB+ru3fvLhYvXix+/fVXsXz5ctG+fXsBQCxbtqzM+tbWrn2MwbJJOQ/7/vvvDbEEQHTu3FkcP368wnW8/fbbAoDYsWOHYdrPP/8sAIg1a9YYlV2xYoUAINq3b280/fPPPxcajUYkJycLIYRFu/YxkbKgpk2bis6dO4t//vmnzDLm9KMtKCgQt27dEikpKWLw4MEiJCREUj1K/tgmTpwo7OzsREZGhlG5ontHSv7Ybt26JRo3biyCg4OFg4ODGDt2rKT1lzRq1ChhZ2cnPvroI/H333+LPXv2iA4dOhhOLK9du2byfV988YUAIH799ddS83bu3CkUCoX4888/DdPqaiLFuCrf/v37xdatW8WyZctEly5dxEsvvSRyc3MN82/cuCE0Go1o2bKl2L59u7h8+bL44osvhIuLiwAgHn744XKXv3fvXqFQKErd91JSYWGhiIiIEHZ2dqVietGiReKRRx4R33zzjVi/fr0YPny4sLOzExs3bqz0dtcUxl/5Koq/ovsG3N3djeoaFxdXqt9/SaGhocLDw0Pk5eWVW4fyEqmAgAAxcODAUtP//vtvAUAsWrSo/A2UGePPNHOPgePGjROOjo4ml+Hr6yuGDRtmeF3ZY7UQ9+6xat++vXB1dRVZWVkmy9TWRIoxaJrU8zCdTidiY2PFjz/+KCZPnixCQ0NFXFxcuevYvXu3sLOzK3VBPTs7WzRt2lRotVrx888/i4SEBLF+/XrRqFEjYWdnJ5o3b24oe/PmTeHm5iY++ugjwzQmUlZq/fr1wsHBQdjY2IguXbqIuXPnir///tuoTHk/ttWrV4ugoCCjK9cAhL+/v6R6lPyxRURECF9f31Ll/vrrrzJvSPzxxx8FAKHVasXt27clrb+ktLQ0MXToUKNtGjNmjHjssccEgDKX37NnT+Hm5mZ0UiKEEHl5eaJ9+/bi6aefNppeVxMpxpX5UlNThVarFS+99JLR9N27dws/Pz/Dtru4uIhvvvlGADA6kShLt27djHbMZdm6dWupq2QLFiwQXl5epQ52vXv3Ft7e3hWeJMuN8Wc+U/FXdPL4zDPPlCrv7+8v+vTpY3JZRYnO1KlTK1xvXW6RYvyVJuUYaG6LlBCVP1YXKWoNKNn6X6S2JlKMwdIscR727rvvCicnJ6PBJoo7c+aMcHNzEyEhIYYBS4o7efKkCAwMNHyeSqVSfPrpp8LT01N06NDBUG7y5MmiRYsWRi2DHGzCSj3xxBO4dOkSlixZAm9vb3z44Ydo164dtmzZUuF7v/vuO0RFRaF58+ZYuXIltm7ditjYWPTt21eW4S63bdsGALh9+zauX79epWVpNBr8+uuvuHLlCnbv3o2EhASsWbMGN27cgIeHh8lhpa9evYq9e/fi8ccfL/X8lG+//Rbnzp3DpEmTkJCQYPgD7t0UmpCQYPRsltqOcWW+hg0bom/fvqWeOdazZ09cunQJR48exb59+/DPP/+gW7duAEoPV26Kr68vUlNTzSoHwKjssmXL0LdvXzg5ORmVHTp0KBITE63+mSqMP/OZij9vb28AgFarLVXe09MTt2/fNrmsovtNyhpox1yNGzc2+QyWomlF9bNWjL/SpBwDGzdujIKCAiQnJxstIzc3F7du3TL6/itzrC7O1P6vLmAMlmaJ87CRI0ciMzPT5IBP165dQ//+/aHRaPDbb7+ZHLCkXbt2OHnyJE6ePIm9e/ciMTERzz77LG7evGk4rl+4cAH//ve/8cILLxiOtwkJCbh79y7y8vKQkJBQ9Xi1SDpGJiUlJYkmTZqIHj16GKY98sgjJq9aDBs2TAQEBBgNOyrEvX7IUofUrGrz75YtWwz3ejRp0kQ88MADFr9qfvv2bWFvby/+9a9/mZy/cOFCAUDs2bOn1Ly5c+caXdUx9VcbukxVFuOqfMOHDy+zK0txS5cuFQDEtm3bKizbqVMn0apVqwrLFQ0VvG7dOsM0e3t7MWrUqFJl33//fQFAnDlzpsLlWhPGX/lKxl/RPSamutH4+vqW+WiHtm3bmtUKKkT5LVIvv/yysLW1FXfu3DGa/u677woApe79s3aMP2nHwJiYGAFAbN682WgZf/zxhwAgvv3223LXVdGxuriie/r2799vcn5tbZEqiTFomfOwY8eOCQDi/fffN5p+8+ZN0aZNG+Hp6SnOnz8vqV6bN28WAMQXX3whhPjfPV/l/b344ouS1lESW6QspKCgAHfu3DGa5unpCW9vb6OhbtVqdalyAGBrawsARkNTHjx40CIPmh00aBDy8/OxfPlyo/qaerJ5WloaJkyYgAcffBDvvfcevvrqKxw5cgTvvfeeUbmqDhM8e/Zs5OfnY/r06Sbnr1u3Dn5+fiYfFjl69Ghs3Lix1F/Rtm7cuBFdu3atVL2sDeOqbCWvsAJAQkICduzYUWqEqpJSUlLw/vvvIzg4GP369TOaXtJvv/2G+Ph4DBgwwDAtNTW11NDoeXl5WLhwIezt7dGnTx/D9FatWiE2NtbooakFBQX4z3/+A2dnZzRv3rzCbZUL469s5sZf69at0aFDB/z6669Gy92+fTuuXbuG8PDwUss5evQozpw5gyeffLLCelRk5MiRKCgoMHpAZU5ODlatWoWuXbsaWhGsEePPNCnHwL59+8LNzc2onsC9h++qVCoMHjy43HWZOlab2k9mZGRg8eLFcHd3R6dOncpdZm3CGDRNSgzevHnTaPuLfPXVVwCMR5TU6/UYNGgQ/vnnH/z2229o2bKlmZ/GvaH433jjDTRu3Bj/+te/AADt27c3Wc927drBz88PGzduxPjx481ehyl2VXo3GWRkZMDHxwcjR45Ehw4d4OTkhN9//x2HDh3Cxx9/bCjXqVMnrF+/HjNmzECXLl3g5OSEIUOG4JFHHsGGDRvw6KOPYvDgwbh8+TJWrFiBwMBAZGZmVqluQ4YMQY8ePfDqq68iISEBgYGB2LBhg8kf/Ysvvohbt27h999/h62tLQYMGIAJEybgnXfewbBhw9ChQwcA94bI7NOnD+bOnYu33nqr3PUvXLgQJ0+eRNeuXWFnZ4dffvkF27dvxzvvvIMuXbqUKn/y5EkcP34cr776qtHzLIq0adMGbdq0Mbkuf39/DB8+vOIPpZZgXJUtKCgIDz/8MEJCQtCwYUNcuHABK1euNCQ0xfXq1QuhoaFo0aIFdDod/v3vfyMzMxMxMTFGz6zo3r07OnbsiM6dO0Oj0eDIkSP4+uuv4evri9dee81Q7v/+7//wzjvvYOTIkfD390dqaqrhyfbvvfee0dPXX331VYwZMwZdu3bFxIkT4ejoiO+//x7x8fF45513SnVdtSaMv7JJib9FixYhPDwcYWFhmDRpEu7cuYNPPvkErVq1wpQpU0otu6hrYHnd+vbs2YM9e/YAuHdiq9fr8c477wC415W1Z8+eAICuXbvi8ccfx+zZs5GcnIwWLVrgm2++QUJCAlauXFnuNsqN8WealGOgo6Mj3n77bURHR+Pxxx9HREQE9u7di++++w7vvvsu3NzcDGXNPVYvXboUv/zyC4YMGQI/Pz/cuHEDX3/9Na5evYo1a9YYPWrizp07hhP7P/74AwDw+eefw9XVFa6urpg6dWrFH7aMGIOmSYnB7777DitWrMDw4cMREBCAjIwMbNu2DbGxsRgyZAj69u1rKPvUU0/hzz//xLhx43DmzBmjZ0c5OTkZLfeJJ56At7c3AgMDkZ6ejq+//hqXLl3C5s2bDV0B3d3dTZ4TFg1Pb5HzxSq1Z5FBTk6OeOWVV0SHDh2Es7OzUKvVokOHDqWGAs3MzBRPPvmkcHV1FQAMzbSFhYXivffeE02bNhVKpVJ07NhRxMTElGrKNYep99y6dUuMHTtWuLi4CI1GI8aOHSuOHj1q1Pz766+/CgDi448/Nnpvenq6aNq0qejQoYNh4AcpQ2TGxMSIBx98UDg7OwuVSiW6desm/vOf/5RZvmhYanOGxSwOdXCwCcZV2ebOnSs6d+4sGjZsKOzs7IS3t7cYPXq0ybiZPn26CAgIEEqlUnh4eIgnn3yy1M3CQgjx+uuvi5CQEKHRaESDBg2En5+fmDJlitDpdEblDh8+LIYMGSKaNGki7O3thZOTkwgLCyszrrdu3Sp69eol3N3dhb29vQgKCrL6m/yFYPyVR0r8CSFEbGys6Natm3BwcBBubm5i7NixJm+yLigoMHS7qWj9KKOrSsn6Z2dni5dffll4eXkJpVIpunTpIrZu3VrhNsqN8SdNecfAf//736J169bC3t5eNG/eXCxatKhUdzNzj9Xbt28X4eHhwsvLSzRo0EC4urqK/v37Gw1PXeTy5ctlxqnU70AOjEFpTMXgoUOHxOOPPy78/PyEUqkUarVaPPDAA+KTTz4p1bWwadOmZsfL+++/L9q0aSMcHBxEw4YNxdChQ8XRo0fNqqclB5tQCGGivY2IiIiIiIjKxHukiIiIiIiIJOI9UrVIamoqcnNzy5xva2sLDw+PGqwR1QWMK5IT44/kxPgjuTEGazd27atFevfujd27d5c5v2nTplb/TBqyPowrkhPjj+TE+CO5MQZrNyZStUh8fHyZD28E7o3O06NHjxqsEdUFjCuSE+OP5MT4I7kxBms3JlJEREREREQS8R4pAIWFhUhMTISzs7PJ5xZR/SOEQEZGBry9vY2eM1QdGH9kSk3FIOOPTOE+kOTE+CO5mRuDTKQAJCYmWvXT3Uk+165dg4+PT7Wug/FH5anuGGT8UXm4DyQ5Mf5IbhXFIBMpwPAE5GvXrsHFxUXm2pA1SE9Ph6+vryE2qhPjj0ypqRhk/JEp3AeSnBh/JDdzY7DOJFJLly7Fhx9+CJ1Ohw4dOmDJkiV48MEHzXpvUVOui4sLf0RkpCaa+Rl/VJ7qjkHGH5WH+0CSE+OP5FZRDNaJB/KuX78eM2bMwNy5c3HkyBF06NABERERSE5OlrtqRERERERUB9WJROqTTz7Bs88+i2eeeQaBgYFYsWIFVCoVvv7660ovUxQWQp+cDH1yMkRhoQVrS1Qxxh/JifFH1ohxSXJh7FFZan3XvtzcXMTHx2P27NmGaTY2NujXrx/i4uJMvicnJwc5OTmG1+np6aXKZN28CbVWCwBIOXkSqtr0VGmVCjCjOVylUnGEGhlUJf5U7u5QVPMIRlS31bn9n0oFlVrNfVktYk4MmlI8LvVJSVB7elZL/ahuq0z8Ge0TL12Ce7Nm3OcQgDqQSN28eRMFBQXQ3g/wIlqtFmfPnjX5ngULFmDevHlmr8Ojffsq1bGmHQXwEICKHhAWHBSE2NhYw86AJ+k1oyrxd9bREa3S02FjV+t/uiSTurb/Owrghe7dsWffPp7Y1BJSY7AIWwLIEiobf0VyAwLQk/scuq/WP5A3MTERTZo0wf79+xEaGmqYPnPmTOzevRsHDx4s9R5TVyN8fX1x584dw42GorAQJ1xdEZyRUf0bYSWOOzsjKC2NyRTuxYRGozGKCUupavxdbtAAHlevQuHkxCvxdVh1xWBd3P+dB9Dw0qV7LWfFfg9sda88ufeBJRUWFOCsWo3A++9ji1TdZo3xd8HJCa3v3jVM06enQ10DowqSPMyNwVp/Wdvd3R22trZISkoymp6UlAQvLy+T71EqlVAqleUuV2Fjg6C0NOhv3rRYXaudEHDo3x+2x49X6u3BGRnQ37zJg1M1q0z8icJCpPj5wT8vD/55eUDjxjgKIDooCNvvtyqyRZHMUWf2f0JA2b077C5dQisACAgo1RpfvNWdvw/rYU4MFhGFhdCnpKBfaCgO3D/5PevoiNbu7tVZRarDKhN//cPD8U2xJAq4d6GGqNYnUvb29ujUqRN27NiB4cOHA7j3lOodO3Zg6tSpVVq2wsam9iUVx44BWVkVFhNCIOt+uayUFEP3HXadsB4l40+VlYWzLi5ok50NAOgIYP+JE8D9CwZnHR3hc+kSW6rIImrD/k+cP4/zGg1a6fUA7v0mMosXKPb7OKpWo+WNG1A7OfG3UUsU5ufj/P193oFi01vpHT6rDwAAKaZJREFUdEyKqdoV5ufjikoF/7w87C82PcnWFqpbt2BTIrEqC1vG67Zan0gBwIwZMxAZGYnOnTvjwQcfxOLFi6HX6/HMM8/IXbWap1AAanXFxQConZxKTb8eEIDWmZk8SFkhGzs7tM7MhD4lxWTLY5vsbJMtVebg1XqqjRS2tmiZnl7mb6K4jno9PF1c0LzEvaHF8XdgPURhoSGJKq4gOBh3s7MBM09izcXvnoorzM+HTYMG8Dcxr0VBAQpdXc1eVsn70S2B8Wo96kQiNWrUKKSkpODNN9+ETqdDSEgItm7dWmoACjJN5e6Os46OaJOdjTbZ2Ug5c+Z/o3SVMwIgr7LUPIWNzb2Rg44dg9DrkZWVBVFYiOsBAWW2VJnD0JpliR0zR1GjGlT8N1G8Nd7Q6q7XQx0QAABIBoxaqUoq9Tu4v//jvq7mZd28WSqJAgDb48ehlrBvM1dl9oE8ma2fJN85KvF4bI7LDRqgaVYWB56yAnXmG5g6dWqVu/LVVwobG/hcugQ0bgzAeJSu8kYArOpVFh6EqkChgMLJydCqWF5LlTmKWrMs4TyA8RzRiGpaidZ4Q6u7EBA9ekDxxx8VLqLk76Bo/xdkYl/H/Vf1Urm747izc40NeFKZfSAHaKq7bOzsUJiXh1vnzsGxUSMoFIoq3YNuaf55eUCDBijMy2MyJTN++gQAUHt6mjxolbrnoLgqXmUp6wogT1CkM9VSZY6SrVmW0ArA3v37oc/M5IhGJD+FAoq9e4GsLKN7Q4sr63dg2P+Z2NfxJLp61dSAJ1XZB3KAprrNxs4OHu3a/W+CmfegF1fWPqeyspKT4REUZLHlUdUxkSIAJg5aVRwB0BxlXQHkCUoVlGipMkfrzMwqnawUFhSgf48e+PnyZXgXm84Rjchq3G+tKuveUKDE78CM/R9PoqtfTQ14InUfyAGa6ikz70E3egvK3udUVcY//8CZrVGy4zdABqUOWuVcfanKVZaKrgDyBKVmVeVkpTA/H2ednBBX7JkcyQ0awD0rCza2tpaqIlG1K2v/V3JfV/wkOislhfdR1QFV2Qem+PlBxXtVSAbXAgLQRq/nsVZm/OVT2cq5+lLVqyymrgAWP0Eh61c0qlZgsSSqIDgYHkeOQMEdO9V2ZrRiebRvX+59VOVhF+baq/gATf55ebisUvHGf6oRxWMvMCcH3Tt2xB9//cWLODLir55kURueUUPlKz6q1uUGDdD05k3YOjuXOcojUV1QchCE8u6jKk+lR8o0MZIqW8NqlsLGBq3S03H5/jOG/PPycNbFhY8OoWqnsLFBK50O0GgAAKtPnIA+IwNOLi4y16z+YiJFRFXmdOQIsu/ehYoPO6U6znA/aRVGyQQqP1KmqZFUKxpBla1flmdjZ4emWVmGZKpNdjYyk5PhVA1DsxMVZ+PsjILgYNgeP45WAC67u7N7qYz4qZNV4g28tUvRKEJVfh4V7zehWqDks6uk3DNa1ZEyTY6kWkFrmOF36eTEZ7xZkI2dHTyuXjUkxHygPdUIhQI2R47gilqNpjk58M/Lw2knJ94vJRMmUmSVeECyfqae81LV51GVvN9E7eHBGCDrZcZ9VKZUaqTMKoykWvS7PAogOigI+44e5QmXhag9PY0eaM+BkqgmKGxt4ZuZaWgR5f1S8mEiRVaj+E2UPCBZv+JD5lvqeVQl7zepcguXOUzcc1L1RbJFjcpW6XtETYykWl5rWMnfZUcA+0+cwGm1Gn4JCWyhsoCSD7Qnqik2dnZoevOm0f1SKUlJhuc38jhUM5hIkdUoeUASQlTwDpJb8RPCKj2Pqoyr7VVt4TKHqXtOqqqie1YAACoVT2JJGhMjqVbUGtY6M7PU/VyBOTmGFqoXunfHnn37GIdEtVDJ+6XON26MANw7npV7HDLjAiITMfMwkSKrUrzloX94OJupa5Eqj8RY7H4TfWamRVq4zGHynpOqMmMEN57EUk0ofj9XYUYGznt5GbVQfbZ/P7L0+mp7aGhdZ2j1u/86KyWFg3tQzbl/v9Q1Jyf43r2LVih2PCvnOGTOBUSzLgiWUB9jn4kUWRWVSmX4v2QzddF8nnTWUcXuN3FycqpaC5c5qnDPiSXwJJZqlEIBm/tDdOtTUqDs3h12ly7du5CQmQkwBiul+GMggHvPFiuzS7IFuhHzGEglKWxt4ZOZiYIHHjD7eGbWBUSJj3QALDDgVE0o8Tus6m+KiRRZFYVaXWYzNWDeFZL6eEWkLqqRZ42ZuOekqiocwU0Io5NYfVYWT2KpxhS1UOn374fd/ZMkDu5TeVIG3bFEN+LKtBJYKx6rLUdhawvbYsezMo9D1XwBsSa641dVyd9hx+7dsbcKPUOYSJF1Ka+ZGjDrCompKyLcYZNJJu45qfIiUfEIbsVPYjnUP8lB5eHBwX0sQMqgOxbpRlyJVgJrVXSsVnt68vhsCcWOZ+Ueh8y4gCjlkQ5A1R/rUJNK/g73VbFnCBMpsjqVaaYuztQVkePOzghKS+POmqxDsStfKX5+fJgi1TiONmc5FQ66I3M3YmtVdKzm8bmGmXEBUeojHYAqDjhVE8r4HYahaj1DeOQmq1SymRqo+ApJeVdEgjMykHLmDFRNm/KBryS74kP9++fl4ez9e1d4IkE1ifFmeWV2SbZAN2KprQTWquSxOjgjgy2idUCNdMevqmK/Q31yMtQBAVVeZJUSqZycHCiVyipXgsikEldNzLlCUvKKSFZKCjzatwdw7ybgkg98VSgU7PZHNU5hY4NW6emGhymyaxVRHWeBbsSVaSWwVq0zM5Fy5ozh+ExUI4r/Di3UrV/S2eOWLVsQGRmJgIAANGjQACqVCi4uLujVqxfeffddJCYmWqRSRJVVdEWk6M+9bVscLzbqX1Hf2LgTJ+Dk5QW1VosTrq68T4VqnI2dHTyuXpW7GkRENU5hYwOVh4fc1SCqMrMSqY0bN6JVq1YYN24c7OzsMGvWLGzYsAHbtm3DV199hV69euH3339HQEAAJk+ejJSUlOquN5FZDDcC63QoCA42WSY4IwNZ1tyvl+ostoQSERHVXmZ17fvggw+waNEiDBw4EDYmDvxPPPEEAOCff/7BkiVL8N1332H69OmWrSlRJRV/IGXRA1+zsrKMuv0RERERUf1TWFBQ6fealUjFxcWZtbAmTZpg4cKFla4MUbUq9sDXutLPnIiIiIikEeJ/T3S76O2NDvn5sLG1lbwc9ishIpIJ780jovqK+z+SlaOj4d+OQKVH1ZQ8ap8QAj/99BN27dqF5ORkFJb4IWzYsKFSFSEiqk8MQwDLXREiohrG/R/JTXH3ruH/guBg2Fayp5LkFqlp06Zh7NixuHz5MpycnKDRaIz+iIioYlk3bxqeo3LW0REqd3eZa0REVDO4/yNrkvrLLxAVFzNJcovUmjVrsGHDBgwaNKiSqyQiouJ8Ll3iCH5EVC9x/0dyaxYQgOTMTKgr8WwpyZGr0WgQYIEnARMR0T08iSCi+or7P5KDSqWyyHIkR+9bb72FefPmIft+kyxRbVX8R2SpHxSRuRh/JDfGIMmFsUdyUygUhv+Tk5IqHYeSu/Y98cQT+P777+Hp6YlmzZqhQYMGRvOPHDlSqYoQ1bTiP6Li/xPVBMYfyY0xSHJh7JE1UavV9x6RUwmSE6nIyEjEx8djzJgx0Gq1/AEQEREREVG9IzmR2rx5M7Zt24awsLAqr3zPnj348MMPER8fjxs3bmDjxo0YPny4Yb4QAnPnzsWXX36JtLQ09OjRA8uXL0fLli0NZVJTU/H8889j06ZNsLGxwYgRI/Dpp5/CiQ9cJSIiIiKiaiL5HilfX1+4uLhYZOV6vR4dOnTA0qVLTc7/4IMP8Nlnn2HFihU4ePAg1Go1IiIicLfY2O9PPfUUTp06hdjYWMTExGDPnj2YOHGiRepHRERERERkiuRE6uOPP8bMmTORkJBQ5ZUPHDgQ77zzDh599NFS84QQWLx4MebMmYNhw4YhODgY3377LRITE/HLL78AAM6cOYOtW7fiq6++QteuXREWFoYlS5bghx9+QGJiYpXrR0REREREZIrkrn1jxoxBVlYWmjdvDpVKVWqwidTUVItU7PLly9DpdOjXr59hmkajQdeuXREXF4fRo0cjLi4Orq6u6Ny5s6FMv379YGNjg4MHD5pM0AAgJycHOTk5htfp6ekWqTORORh/JCfGH8mNMUhyYvyRJUlOpBYtWlQjA0zodDoAgFarNZqu1WoN83Q6HTw9PY3m29nZwc3NzVDGlAULFmDevHkWrjGReRh/JCfGH8mNMUhyYvyRJUlOpKKiosqcV1ueLTV79mzMmDHD8Do9PR2+vr4y1ojqE8YfyYnxR3JjDJKcGH9kSZITqRdeeAGfffZZqel6vR6PPPIIdu3aZZGKeXl5AQCSkpLQuHFjw/SkpCSEhIQYyiQnJxu9Lz8/H6mpqYb3m6JUKqFUKi1STyKpGH8kJ8YfyY0xSHJi/JElSR5sYvPmzZg7d67RNL1ejwEDBiA/P99iFfP394eXlxd27NhhmJaeno6DBw8iNDQUABAaGoq0tDTEx8cbyuzcuROFhYXo2rWrxepCRERERERUnOQWqe3bt+Ohhx5Cw4YNMW3aNGRkZCAiIgJ2dnbYsmWLpGVlZmbi4sWLhteXL1/GsWPH4ObmBj8/P0ybNg3vvPMOWrZsCX9/f7zxxhvw9vY2PGuqbdu2GDBgAJ599lmsWLECeXl5mDp1KkaPHg1vb2+pm0ZERERERGQWyYlU8+bNsXXrVvTp0wc2Njb4/vvvoVQqsXnzZqjVaknLOnz4MPr06WN4XdRnNTIyEqtXr8bMmTOh1+sxceJEpKWlISwsDFu3boWDg4PhPWvXrsXUqVPx8MMPGx7Ia6rrIRERERERkaVITqQAIDg4GDExMQgPD0fXrl0RExMDR0dHycvp3bs3hBBlzlcoFJg/fz7mz59fZhk3NzesW7dO8rqJiIiIiIgqy6xEqmPHjiaHPFcqlUhMTESPHj0M044cOWK52hEREREREVkhsxKponuSiIiIiIiIyMxEquQofURERERERPWZWcOfl3cfExERERERUX1jViLVrl07/PDDD8jNzS233IULFzBlyhQsXLjQIpUjIiIiIiKyRmZ17VuyZAlmzZqF5557DuHh4ejcuTO8vb3h4OCA27dv4/Tp09i3bx9OnTqFqVOnYsqUKdVdbyIiIiIiItmYlUg9/PDDOHz4MPbt24f169dj7dq1uHLlCrKzs+Hu7o6OHTvi6aefxlNPPYWGDRtWd52JiIiIiIhkJek5UmFhYQgLC6uuuhAREREREdUKZt0jRURERERERP/DRIqIiIiIiEgiJlJEREREREQSMZEiIiIiIiKSiIkUERERERGRRJJG7StSWFiIixcvIjk5GYWFhUbzevbsaZGKERERERERWSvJidSBAwfw5JNP4sqVKxBCGM1TKBQoKCiwWOWIiIiIiIiskeREavLkyejcuTM2b96Mxo0bQ6FQVEe9iIiIiIiIrJbkROrChQv46aef0KJFi+qoDxERERERkdWTPNhE165dcfHixeqoCxERERERUa1gVovU8ePHDf8///zzeOmll6DT6RAUFIQGDRoYlQ0ODrZsDYmIiIiIiKyMWYlUSEgIFAqF0eAS48aNM/xfNI+DTRARERERUX1gViJ1+fLl6q4HERERERFRrWFWItW0aVPD/3v27EH37t1hZ2f81vz8fOzfv9+oLBERERERUV0kebCJPn36IDU1tdT0O3fuoE+fPhapFBERERERkTWTnEgV3QtV0q1bt6BWqy1SKSIiIiIiImtm9nOkHnvsMQD3BpaIioqCUqk0zCsoKMDx48fRvXt3y9eQiIiIiIjIypidSGk0GgD3WqScnZ3h6OhomGdvb49u3brh2WeftXwNiYiIiIiIrIzZidSqVasAAM2aNcPLL7/MbnxERERERFRvmZ1IFZk7dy4AIDk5GefOnQMAtG7dGp6enpatGRERERERkZWSPNhERkYGxo4diyZNmqBXr17o1asXmjRpgjFjxuDOnTvVUUciIiIiIiKrIjmRmjBhAg4ePIiYmBikpaUhLS0NMTExOHz4MCZNmlQddSQiIiIiIrIqkhOpmJgYfP3114iIiICLiwtcXFwQERGBL7/8Eps2bZK0rAULFqBLly5wdnaGp6cnhg8fbuguWOTu3buIjo5Go0aN4OTkhBEjRiApKcmozNWrVzF48GCoVCp4enrilVdeQX5+vtRNIyIiIiIiMovkRKpRo0aGEfyK02g0aNiwoaRl7d69G9HR0Thw4ABiY2ORl5eH/v37Q6/XG8pMnz4dmzZtwo8//ojdu3cjMTHRMBQ7cG/o9cGDByM3Nxf79+/HN998g9WrV+PNN9+UumlERERERERmkTzYxJw5czBjxgysWbMGXl5eAACdTodXXnkFb7zxhqRlbd261ej16tWr4enpifj4ePTs2RN37tzBypUrsW7dOvTt2xfAvdED27ZtiwMHDqBbt27Yvn07Tp8+jd9//x1arRYhISF4++23MWvWLLz11luwt7cvtd6cnBzk5OQYXqenp0v9GIgqjfFHcmL8kdwYgyQnxh9ZkuQWqeXLl+PAgQPw8/NDixYt0KJFC/j5+WH//v344osv8MADDxj+pCoarMLNzQ0AEB8fj7y8PPTr189Qpk2bNvDz80NcXBwAIC4uDkFBQdBqtYYyERERSE9Px6lTp0yuZ8GCBdBoNIY/X19fyXUlqizGH8mJ8UdyYwySnBh/ZEmSW6SGDx9eDdUACgsLMW3aNPTo0QPt27cHcK+ly97eHq6urkZltVotdDqdoUzxJKpoftE8U2bPno0ZM2YYXqenp/OHRDWG8UdyYvyR3BiDJCfGH1lSpZ8jZWnR0dE4efIk9u3bVy3LL06pVEKpVFb7eohMYfyRnBh/JDfGIMmJ8UeWJLlrHwCkpaXhq6++wuzZs5GamgoAOHLkCP75559KVWLq1KmIiYnBrl274OPjY5ju5eWF3NxcpKWlGZVPSkoy3J/l5eVVahS/otdFZYiIiIiIiCxJciJ1/PhxtGrVCu+//z4++ugjQ5KzYcMGzJ49W9KyhBCYOnUqNm7ciJ07d8Lf399ofqdOndCgQQPs2LHDMO3cuXO4evUqQkNDAQChoaE4ceIEkpOTDWViY2Ph4uKCwMBAqZtHRERERERUIcmJ1IwZMxAVFYULFy7AwcHBMH3QoEHYs2ePpGVFR0fju+++w7p16+Ds7AydTgedTofs7GwA94ZUHz9+PGbMmIFdu3YhPj4ezzzzDEJDQ9GtWzcAQP/+/REYGIixY8fir7/+wrZt2zBnzhxER0ez6ZaIiIiIiKqF5HukDh06hC+++KLU9CZNmpQ5uENZli9fDgDo3bu30fRVq1YhKioKALBo0SLY2NhgxIgRyMnJQUREBJYtW2Yoa2tri5iYGEyZMgWhoaFQq9WIjIzE/PnzpW0YERERERGRmSQnUkql0uSY++fPn4eHh4ekZQkhKizj4OCApUuXYunSpWWWadq0KX777TdJ6yYiIiIiIqosyV37hg4divnz5yMvLw8AoFAocPXqVcyaNQsjRoyweAWJiIiIiIisjeRE6uOPP0ZmZiY8PT2RnZ2NXr16oUWLFnB2dsa7775bHXUkIiIiIiKyKpK79mk0GsTGxmLfvn04fvw4MjMz8cADD6Bfv37VUT8iIiIiIiKrIzmRKhIWFoawsDBL1oWIiIiIiKhWkJRIFRYWYvXq1diwYQMSEhKgUCjg7++PkSNHYuzYsVAoFNVVTyIiIiIiIqth9j1SQggMHToUEyZMwD///IOgoCC0a9cOV65cQVRUFB599NHqrCcREREREZHVMLtFavXq1dizZw927NiBPn36GM3buXMnhg8fjm+//RZPP/20xStJRERERERkTcxukfr+++/x2muvlUqiAKBv37549dVXsXbtWotWjoiIiIiIyBqZnUgdP34cAwYMKHP+wIED8ddff1mkUkRERERERNbM7EQqNTUVWq22zPlarRa3b9+2SKWIiIiIiIismdmJVEFBAezsyr6lytbWFvn5+RapFBERERERkTUze7AJIQSioqKgVCpNzs/JybFYpYiIiIiIiKyZ2YlUZGRkhWU4Yh8REREREdUHZidSq1atqs56EBERERER1Rpm3yNFRERERERE9zCRIiIiIiIikoiJFBERERERkURMpIiIiIiIiCRiIkVERERERCQREykiIiIiIiKJmEgRERERERFJxESKiIiIiIhIIiZSREREREREEjGRIiIiIiIikoiJFBERERERkURMpIiIiIiIiCRiIkVERERERCQREykiIiIiIiKJmEgRERERERFJJGsitXz5cgQHB8PFxQUuLi4IDQ3Fli1bDPPv3r2L6OhoNGrUCE5OThgxYgSSkpKMlnH16lUMHjwYKpUKnp6eeOWVV5Cfn1/Tm0JERERERPWIrImUj48PFi5ciPj4eBw+fBh9+/bFsGHDcOrUKQDA9OnTsWnTJvz444/YvXs3EhMT8dhjjxneX1BQgMGDByM3Nxf79+/HN998g9WrV+PNN9+Ua5OIiIiIiKgesJNz5UOGDDF6/e6772L58uU4cOAAfHx8sHLlSqxbtw59+/YFAKxatQpt27bFgQMH0K1bN2zfvh2nT5/G77//Dq1Wi5CQELz99tuYNWsW3nrrLdjb28uxWUREREREVMdZzT1SBQUF+OGHH6DX6xEaGor4+Hjk5eWhX79+hjJt2rSBn58f4uLiAABxcXEICgqCVqs1lImIiEB6erqhVcuUnJwcpKenG/0R1RTGH8mJ8UdyYwySnBh/ZEmyJ1InTpyAk5MTlEolJk+ejI0bNyIwMBA6nQ729vZwdXU1Kq/VaqHT6QAAOp3OKIkqml80rywLFiyARqMx/Pn6+lp2o4jKwfgjOTH+SG6MQZIT448sSfZEqnXr1jh27BgOHjyIKVOmIDIyEqdPn67Wdc6ePRt37twx/F27dq1a10dWSqUCMjPv/alUNbZaxh8BYPyR/BiDJBeZYg9g/NF9FopBWe+RAgB7e3u0aNECANCpUyccOnQIn376KUaNGoXc3FykpaUZtUolJSXBy8sLAODl5YU///zTaHlFo/oVlTFFqVRCqVRaeEuo1lEoALW6xlfL+CMAjD+SH2OQ5CJT7AGMP7rPQjEoe4tUSYWFhcjJyUGnTp3QoEED7NixwzDv3LlzuHr1KkJDQwEAoaGhOHHiBJKTkw1lYmNj4eLigsDAwBqvOxERERER1Q+ytkjNnj0bAwcOhJ+fHzIyMrBu3Tr897//xbZt26DRaDB+/HjMmDEDbm5ucHFxwfPPP4/Q0FB069YNANC/f38EBgZi7Nix+OCDD6DT6TBnzhxER0fzagMREREREVUbWROp5ORkPP3007hx4wY0Gg2Cg4Oxbds2hIeHAwAWLVoEGxsbjBgxAjk5OYiIiMCyZcsM77e1tUVMTAymTJmC0NBQqNVqREZGYv78+ZLqIYQAAI7cQgZFsVAUG9WJ8Uem1FQMMv7IFO4DSU6MP5KbuTGoEDURpVbu+vXrHLWFTLp27Rp8fHyqdR2MPypPdccg44/Kw30gyYnxR3KrKAaZSOHefVmJiYlwdnaGQqGQuzqVkp6eDl9fX1y7dg0uLi5yV8ci5NwmIQQyMjLg7e0NG5vqvZWwMvFXF7/vkur7NtZUDJobf/Xh+6hOte3zs4Z9YG37zMxVF7fL0tskd/zVxe+oSF3eNsBy22duDMo+ap81sLGxqfYrHjXFxcWlzv0w5NomjUZTI+upSvzVxe+7pPq8jTURg1Ljrz58H9WpNn1+1rIPrE2fmRR1cbssuU3WEH918TsqUpe3DbDM9pkTg1Y3ah8REREREZG1YyJFREREREQkEROpOkKpVGLu3Ll1atj3urhNllIfPhtuo3WpTXW1Rvz8pKurn1ld3K66tk11bXuKq8vbBtT89nGwCSIiIiIiIonYIkVERERERCQREykiIiIiIiKJmEgRERERERFJxESKiIiIiIhIIiZStdzy5csRHBxsePBYaGgotmzZIne1LGrhwoVQKBSYNm2a3FWpEVK/09WrV0OhUBj9OTg41GCNq87c7/jHH39EmzZt4ODggKCgIPz22281U0ELMGcbrfG7rA/7mJpU3/Zn5anr+7q6ul+rrfuyInU97oqrqzEIWE8c2ll0aVTjfHx8sHDhQrRs2RJCCHzzzTcYNmwYjh49inbt2sldvSo7dOgQvvjiCwQHB8tdlRpTme/UxcUF586dM7xWKBQ1Vd0qM/c73r9/P/71r39hwYIFeOSRR7Bu3ToMHz4cR44cQfv27WuotpUjJY6t7bus6/uYmlQf92flqcv7urq6X6vN+7IidTnuiqurMQhYWRwKqnMaNmwovvrqK7mrUWUZGRmiZcuWIjY2VvTq1Uu8+OKLcldJNuV9p6tWrRIajaZmK2QhUr7jJ554QgwePNhoWteuXcWkSZOquZZVI2Uba8t3WVf2MTWJ+zPz1IV9XV3dr9XFfVmRuhB3xdXVGBTC+uKQXfvqkIKCAvzwww/Q6/UIDQ2VuzpVFh0djcGDB6Nfv35yV0U25n6nmZmZaNq0KXx9/7+9e4uJ6mrDAPwOUw9TR9HIIbGipqCg1tGKpoCnBsJJarmo9hCJKaJNWxOMth5oiG1NjBdqvLFoaANeGESMoa0HaqwBioEYKMbS8ZwoEJXY2EEQ7diB779ifqbCyB6ZWTOb90lMZK09m2+zXr64mM02ApmZmbBarT6s0nNa1riuru6541JTU1FXV+et8oaE1hz781rqrcf4EvuZe3rqdXrta3rqZb30lLu+9JpBwP9yyFv7dKCpqQnx8fH4559/YDabUV5ejlmzZqku66WUlpaisbER9fX1qktRQsuaRkdHo6ioCBaLBY8ePcLevXuRkJAAq9WKyZMn+7jywdO6xm1tbQgPD3cZCw8PR1tbmzfKGxJar9Ff11KPPcaXhns/c0dvvU6vfU0vvayX3nLXl14zCPhpDr36fhf5hN1ul5s3b0pDQ4Ns375dQkJCxGq1qi7LYy0tLRIWFiaXL192jg23W2FeZk2fPXsmkZGRkp+f7+UqPefJGo8YMUJKSkpcxr777jsJCwvzVpkvZShy7C9rqbce40vsZ+7pqdfpta/pqZf10lPu+tJrBkX8N4fcSOlQUlKSfPLJJ6rL8Fh5ebkAEKPR6PwDQAwGgxiNRnE4HKpL9Dmta7py5Ur58MMPvVjRy/FkjSMiImT//v0uYzt27BCLxeKjqrUZqhz741oGeo/xJfYzbQK51+m1r+m5l/UK5Nz1pdcMivhvDnlrnw719PTAbrerLsNjSUlJaGpqchnLzs5GTEwMtm3bBqPRqKgydbSsaXd3N5qamrB8+XIvV+U5T9Y4Pj4e58+fd3nU6blz5/z2d3WGIsf+upaB3mN8if1Mm0DudXrta3ruZb0COXd96TWDgP/mkBupAJeXl4f09HRMmTIFnZ2dKCkpQVVVFc6ePau6NI+NHTv2uUdujhkzBhMnTvTbR3EOpRet6Zo1a/Daa69h9+7dAICdO3ciLi4OUVFRaG9vx549e9Dc3Ix169apvAy3BrPG/73OjRs3YtmyZdi3bx8yMjJQWlqKhoYGFBYW+rz+wfDkGv1xLfXYY3xpuPczd/TW6/Ta1/TSy3rpLXd96TWDgP/mkBupAPfgwQOsWbMG9+/fR3BwMCwWC86ePYvk5GTVpZGHXrSmLS0tCAr6/wM3bTYb1q9fj7a2NkyYMAGxsbGora0N+IcB/Pc6ExISUFJSgvz8fHz11VeYPn06fvzxx4D+x2ggrCV7DHnLcOx1eu1rgbRWwzF3fek1g4CatTOIiAzZ2YiIiIiIiIYB/j9SREREREREGnEjRUREREREpBE3UkRERERERBpxI0VERERERKQRN1JEREREREQacSNFRERERESkETdSREREREREGnEjRUREREREpBE3UsPIw4cPERYWhjt37gAAqqqqYDAY0N7errSuuLg4nDhxQmkN5H3MH6nGDJJKzB+pxPx5BzdSfmbFihVIS0vrd66mpgYGgwF//PGHR+fetWsXMjMzMW3atJeocPC+/fZbZGVlvfC4/Px8bN++HT09PT6oitxh/kg1ZpBUYv5IJeYvAAn5lfLycgkKCpLW1tbn5rKzs2XBggUenberq0vGjRsndXV1zrHKykoBIDabzdNy3XrzzTfl2LFjLzzO4XBIeHi4nDp1yit10OAxf6QaM0gqMX+kEvMXePiOlJ955513EBoaisOHD7uMP378GMePH0dOTg4AwGazYfXq1QgNDYXJZML06dNRXFw84HnPnDmDUaNGIS4ubsBjnjx5gvT0dCxatAjt7e24c+cODAYDysrKsGTJEphMJixcuBA3btxAfX09FixYALPZjPT0dPz1118u52ptbYXVakVaWhpEBN988w2mTJmCUaNGYdKkScjNzXUeazQasXz5cpSWlnrwFaOhxPyRaswgqcT8kUrMXwBSuo2jfm3ZskUiIyOlp6fHOVZUVCQmk0na29tFRGTDhg0yb948qa+vl9u3b8u5c+fk559/HvCcubm5kpaW5jLW96cRNptNEhISJCUlRbq6ukRE5Pbt2wJAYmJi5JdffpErV65IXFycxMbGyttvvy0XLlyQxsZGiYqKkk8//dTl3AcOHJCUlBQRETl+/LiMGzdOzpw5I83NzXLx4kUpLCx0Of7gwYMydepUj79mNHSYP1KNGSSVmD9SifkLLNxI+aGrV68KAKmsrHSOLVmyRLKyspwfr1ixQrKzswd9zszMTFm7dq3LWO830dWrV8Visch7770ndrvdOd/7TfTDDz84x44ePSoA5Pz5886x3bt3S3R0tMu5k5OT5cCBAyIism/fPpkxY4Y8e/ZswPp++uknCQoKku7u7kFfE3kH80eqMYOkEvNHKjF/gYW39vmhmJgYJCQkoKioCABw69Yt1NTUON/SBYDPPvsMpaWlmDdvHrZu3Yra2lq353z69ClGjx7d71xycjKioqJw7NgxjBw58rl5i8Xi/Ht4eDgAYM6cOS5jDx48cH7c0dGB6upqvPvuuwCAVatW4enTp3j99dexfv16lJeXw+FwuHwOk8mEnp4e2O12t9dB3sf8kWrMIKnE/JFKzF9g4UbKT+Xk5ODEiRPo7OxEcXExIiMjsWzZMud8eno6mpubsWnTJty7dw9JSUn48ssvBzxfSEgIbDZbv3MZGRn47bffcOXKlX7nR4wY4fy7wWDod6zv01YqKiowa9YsREREAAAiIiJw/fp1FBQUwGQy4fPPP8fSpUvx77//Ol/z999/Y8yYMTCZTO6+LOQjzB+pxgySSswfqcT8BRDVb4lR/zo7O8VsNsuhQ4dk8uTJsmvXLrfHHzp0SMaOHTvg/J49e2Tu3LkuY33vj/3iiy8kNDRUrFarc773bd1Lly71+5pexcXFEhwc7Pz4o48+kq+//nrAWq5duyYA5Pfff3eO5efny+LFi91eI/kO80eqMYOkEvNHKjF/geMV327baLDMZjM++OAD5OXloaOjAx9//LHL/I4dOxAbG4vZs2fDbrfj1KlTmDlz5oDnS01NRV5eHmw2GyZMmPDc/N69e9Hd3Y3ExERUVVUhJibGo7odDgcqKipcfjJy+PBhdHd346233sKrr76KI0eOwGQyYerUqc5jampqkJKS4tHnpKHH/JFqzCCpxPyRSsxf4OCtfX4sJycHNpsNqampmDRpksvcyJEjkZeXB4vFgqVLl8JoNLp9dOScOXMwf/58lJWVDXjM/v378f777yMxMRE3btzwqObq6mqYzWbMnz/fOTZ+/Hh8//33WLRoESwWC3799VecPHkSEydOBADcvXsXtbW1yM7O9uhzkncwf6QaM0gqMX+kEvMXGAwiIqqLIN84ffo0tmzZgj///BNBQd7ZQ+fm5sLhcKCgoGDQr9m2bRtsNhsKCwu9UhP5B+aPVGMGSSXmj1Ri/ryDt/YNIxkZGbh58ybu3r3r/CXAofbGG28gPj5e02vCwsKwefNmr9RD/oP5I9WYQVKJ+SOVmD/v4DtSREREREREGvF3pIiIiIiIiDTiRoqIiIiIiEgjbqSIiIiIiIg04kaKiIiIiIhII26kiIiIiIiINOJGioiIiIiISCNupIiIiIiIiDTiRoqIiIiIiEgjbqSIiIiIiIg0+h8ZxqXdTYtJSgAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs[sta_idx,:],depth,c='k')\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "c2fa6b00dd624f1690f60b8ad4352e7c", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/43527 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 5\n", - "ncols = 5\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "for i in range(nrows):\n", - " for j in range(ncols):\n", - " sta_idx = np.random.randint(0,len(vs))\n", - " axs[i,j].step(vs_interp[sta_idx,:],depth_interp,c='k')\n", - " axs[i,j].step(vs_interp_rm_sandwich[sta_idx,:],depth_interp,c='r')\n", - " axs[i,j].invert_yaxis()\n", - " axs[i,j].set_title(f'sta_idx: {sta_idx}')\n", - " if j == 0:\n", - " axs[i,j].set_ylabel('Depth (km)')\n", - " else:\n", - " axs[i,j].tick_params(labelleft=False)\n", - " if i == nrows-1:\n", - " axs[i,j].set_xlabel('Vs (km/s)')\n", - " else:\n", - " axs[i,j].tick_params(labelbottom=False)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Step 3: Dispersion Curve Forward Modeling" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3cd377680ace4f32a083d09a0e8ff87a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/43527 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nrows = 10\n", - "ncols = 10\n", - "fig,axs = plt.subplots(nrows,ncols,figsize=(10,10))\n", - "\n", - "for i in range(nrows):\n", - " for j in range(ncols//2):\n", - "\n", - " sta_idx = np.random.randint(0,vel_models.shape[0])\n", - "\n", - " # velocity profile\n", - " axs[i,j*2].step(vel_models[sta_idx][:,2],vel_models[sta_idx][:,0],c='k')\n", - " axs[i,j*2].set_xticks([])\n", - " axs[i,j*2].set_yticks([])\n", - " axs[i,j*2].invert_yaxis()\n", - "\n", - " # dispersion curve\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,1],s=2,c='r')\n", - " axs[i,j*2+1].scatter(disp_data[sta_idx][:,0],disp_data[sta_idx][:,2],s=2,c='b')\n", - " axs[i,j*2+1].set_xticks([])\n", - " axs[i,j*2+1].set_yticks([])\n", - "plt.subplots_adjust(wspace=0.05,hspace=0.05)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "phase_mask = np.sum(disp_data[:,:,1] == 0,axis=1)==0\n", - "group_mask = np.sum(disp_data[:,:,2] == 0,axis=1)==0\n", - "mask = phase_mask*group_mask\n", - "\n", - "lon_solid = LON.reshape(-1,1)[vs_valid_mask,:]\n", - "lat_solid = LAT.reshape(-1,1)[vs_valid_mask,:]\n", - "loc = np.hstack((lon_solid,lat_solid))[mask,:]\n", - "vel_models = vel_models[mask,:,:]\n", - "disp_data = disp_data[mask,:,:]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "save_base_path = \"../../../Datasets/OpenSWI-deep/1s-100s-Base\"\n", - "# Save processed data as compressed npz files\n", - "np.savez_compressed(os.path.join(save_base_path, \"EUCrust_loc.npz\"),\n", - " data=loc.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"EUCrust_model.npz\"),\n", - " data=vel_models.astype(np.float32))\n", - "np.savez_compressed(os.path.join(save_base_path, \"EUCrust_disp.npz\"),\n", - " data=disp_data.astype(np.float32))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "ADinversion", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -}