{ "cells": [ { "cell_type": "markdown", "id": "3dbc19fd-54c4-467a-9b0f-07160387c37b", "metadata": {}, "source": [ "# **EVALUATING STORM'S PERFORMANCE** #\n", "\n", "#### Objectives: ####\n", "+ Evaluate the performance of STORM rainfall fields\n", "+ More recipes for awesome spatial plotting via [Xarray](https://docs.xarray.dev/en/stable/)\n", "\n", "---" ] }, { "cell_type": "markdown", "id": "4641498d-47c4-4958-aa29-04c2c26ad98a", "metadata": {}, "source": [ "Let's see how well/bad STORM captures/simulates seasonal rainfall; and how far off the current parameterization is.\n", "\n", "---" ] }, { "cell_type": "markdown", "id": "88325985-5589-46e2-99b2-d700883fdd2e", "metadata": {}, "source": [ "## ONE SIMULATED-SEASON $\\to$ CLUSTERS $\\equiv$ 1 ##" ] }, { "cell_type": "code", "execution_count": 3, "id": "cbf1fe78-f8d8-4915-ac2a-ef75facddd8e", "metadata": {}, "outputs": [], "source": [ "# loading libraries\n", "import cmaps # -> nice color-palettes\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import rioxarray as rio\n", "import xarray as xr\n", "from cmcrameri import cm as cmc\n", "from rasterio.enums import Resampling" ] }, { "cell_type": "markdown", "id": "6ddc8654-4be3-4380-b64c-9b51ecaa282b", "metadata": {}, "source": [ "Start by reading the output produced by STORM.\n", "\n", "STORM exports its outputs to the folder [**model_output**](../model_output).\n", "\n", "*Note: The exercise carried out here is for a (simulated) MAM season.*" ] }, { "cell_type": "code", "execution_count": 5, "id": "2ebcacdd-88b1-4fd3-aa71-d633a93a2def", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "Coordinates:\n",
       "    projection_y_coordinate  (y) int32 1167500 1162500 ... -1172500 -1177500\n",
       "    projection_x_coordinate  (x) int32 1342500 1347500 ... 3372500 3377500\n",
       "  * time_001                 (time_001) object 2023-03-01 02:30:00 ... 10136-...\n",
       "  * y                        (y) int32 1167500 1162500 ... -1172500 -1177500\n",
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       "Attributes:\n",
       "    precision:     0.002\n",
       "    units:         mm\n",
       "    long_name:     rainfall\n",
       "    grid_mapping:  spatial_ref
" ], "text/plain": [ "\n", "array([[[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]],\n", "\n", " [[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]],\n", "\n", " [[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", "...\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]],\n", "\n", " [[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]],\n", "\n", " [[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]]], dtype=float32)\n", "Coordinates:\n", " projection_y_coordinate (y) int32 1167500 1162500 ... -1172500 -1177500\n", " projection_x_coordinate (x) int32 1342500 1347500 ... 3372500 3377500\n", " * time_001 (time_001) object 2023-03-01 02:30:00 ... 10136-...\n", " * y (y) int32 1167500 1162500 ... -1172500 -1177500\n", " * x (x) int32 1342500 1347500 ... 3372500 3377500\n", "Attributes:\n", " precision: 0.002\n", " units: mm\n", " long_name: rainfall\n", " grid_mapping: spatial_ref" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# where STORM's output is located\n", "sfile = \"../model_output/RUN_230830T1526_S1_ptotC_stormsC.nc\" # -> 1 CLUSTER\n", "\n", "# read the NetCDF file via Xarray\n", "ds = xr.open_mfdataset(\n", " sfile,\n", " group=\"run_01\",\n", " # concat_dim='time',\n", " combine=\"nested\",\n", " decode_times=True,\n", " use_cftime=True,\n", " decode_cf=True,\n", " mask_and_scale=True,\n", " # data_vars=['rain'],\n", ")\n", "ds = ds.assign_coords(\n", " {\"y\": ds.projection_y_coordinate.load(), \"x\": ds.projection_x_coordinate.load()}\n", ")\n", "\n", "# load the simulated year to work with\n", "storm = ds[\"year_2023\"].load()\n", "# load also the k-means (for comparison purposes)\n", "skams = ds[\"k_means\"].load()\n", "ds.close()\n", "\n", "# how does rainfall look like?\n", "storm" ] }, { "cell_type": "markdown", "id": "83ad8646-76db-49e4-b5ea-cf0e999991b2", "metadata": {}, "source": [ "Note that we have a Xarray with $\\sim3500$ half-hours (in the time dimension).\n", "That's pretty much equivalent to having $48 \\times 30 \\times 3 \\approx 4300$ storms.\n", "Which can be seen as having at least one storm every half hour somewhere in the HAD." ] }, { "cell_type": "code", "execution_count": 6, "id": "fbe4f3c3-8de7-4016-9fdf-6edcabd6918c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'k_means' (y: 470, x: 408)>\n",
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       "  * y                        (y) int32 1167500 1162500 ... -1172500 -1177500\n",
       "  * x                        (x) int32 1342500 1347500 ... 3372500 3377500\n",
       "Attributes:\n",
       "    grid_mapping:  spatial_ref\n",
       "    long_name:     k-means clusters\n",
       "    description:   -1 indicates region out of any cluster
" ], "text/plain": [ "\n", "array([[nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " ...,\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)\n", "Coordinates:\n", " projection_y_coordinate (y) int32 1167500 1162500 ... -1172500 -1177500\n", " projection_x_coordinate (x) int32 1342500 1347500 ... 3372500 3377500\n", " * y (y) int32 1167500 1162500 ... -1172500 -1177500\n", " * x (x) int32 1342500 1347500 ... 3372500 3377500\n", "Attributes:\n", " grid_mapping: spatial_ref\n", " long_name: k-means clusters\n", " description: -1 indicates region out of any cluster" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# how does k-means look like?\n", "skams" ] }, { "cell_type": "markdown", "id": "7ce969e0-989f-4627-8020-014ec1288116", "metadata": {}, "source": [ "We're not interested here in checking individual storms... that's what notebook [**for_**](../for_.ipynb) is for *(pun! --lol--).*\\\n", "Thus, we aggregate all rainfall across the time-axis to obtain total seasonal rainfall (across the HAD).\\\n", "*(Computation of the following block is somewhat \"time-consuming\")*" ] }, { "cell_type": "code", "execution_count": 7, "id": "387f3e6e-025f-44e7-b758-af56fa1cdca5", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'year_2023' (y: 470, x: 408)>\n",
       "array([[0., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.],\n",
       "       ...,\n",
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       "       [0., 0., 0., ..., 0., 0., 0.],\n",
       "       [0., 0., 0., ..., 0., 0., 0.]])\n",
       "Coordinates:\n",
       "    projection_y_coordinate  (y) int32 1167500 1162500 ... -1172500 -1177500\n",
       "    projection_x_coordinate  (x) int32 1342500 1347500 ... 3372500 3377500\n",
       "  * y                        (y) int32 1167500 1162500 ... -1172500 -1177500\n",
       "  * x                        (x) int32 1342500 1347500 ... 3372500 3377500
" ], "text/plain": [ "\n", "array([[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]])\n", "Coordinates:\n", " projection_y_coordinate (y) int32 1167500 1162500 ... -1172500 -1177500\n", " projection_x_coordinate (x) int32 1342500 1347500 ... 3372500 3377500\n", " * y (y) int32 1167500 1162500 ... -1172500 -1177500\n", " * x (x) int32 1342500 1347500 ... 3372500 3377500" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# first we do some rounding\n", "tormen = storm.astype(\"f8\").round(3)\n", "# ...and then the aggregation over time\n", "season = tormen.sum(axis=0)\n", "\n", "# how does...\n", "season" ] }, { "cell_type": "markdown", "id": "41d358a1-2b77-4aaa-992f-e5a0ab27c1c5", "metadata": {}, "source": [ "Can we see some numbers somewhere?" ] }, { "cell_type": "code", "execution_count": 8, "id": "969ebd66-a3e5-4243-a305-05d1fb39843d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'year_2023' (y: 5, x: 5)>\n",
       "array([[  0.   ,   0.   ,   0.   ,  82.888,  54.052],\n",
       "       [ 77.368,  70.174,  72.594,  69.088,  85.746],\n",
       "       [106.796,  86.17 ,  95.222,  91.568,  89.474],\n",
       "       [ 99.708, 111.044, 153.232, 109.89 , 106.454],\n",
       "       [120.286, 131.718, 125.342, 121.31 , 110.068]])\n",
       "Coordinates:\n",
       "    projection_y_coordinate  (y) int32 1157500 1152500 1147500 1142500 1137500\n",
       "    projection_x_coordinate  (x) int32 2142500 2147500 2152500 2157500 2162500\n",
       "  * y                        (y) int32 1157500 1152500 1147500 1142500 1137500\n",
       "  * x                        (x) int32 2142500 2147500 2152500 2157500 2162500
" ], "text/plain": [ "\n", "array([[ 0. , 0. , 0. , 82.888, 54.052],\n", " [ 77.368, 70.174, 72.594, 69.088, 85.746],\n", " [106.796, 86.17 , 95.222, 91.568, 89.474],\n", " [ 99.708, 111.044, 153.232, 109.89 , 106.454],\n", " [120.286, 131.718, 125.342, 121.31 , 110.068]])\n", "Coordinates:\n", " projection_y_coordinate (y) int32 1157500 1152500 1147500 1142500 1137500\n", " projection_x_coordinate (x) int32 2142500 2147500 2152500 2157500 2162500\n", " * y (y) int32 1157500 1152500 1147500 1142500 1137500\n", " * x (x) int32 2142500 2147500 2152500 2157500 2162500" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# a spatial chunk of the season\n", "season[2:7, 160:165]" ] }, { "cell_type": "markdown", "id": "03b1aa90-0d1c-4e36-b602-ed2f07de0825", "metadata": {}, "source": [ "Let's upload the same cool color palettes (by now already familiar) from the [cmaps](https://github.com/hhuangwx/cmaps) library." ] }, { "cell_type": "code", "execution_count": 9, "id": "b97b1e3d-18d0-45c6-92dd-d37288eeebeb", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgAAAABACAYAAABsv8+/AAAAJnRFWHRUaXRsZQBXaGl0ZUJsdWVHcmVlblllbGxvd1JlZCBjb2xvcm1hcBFENhsAAAAsdEVYdERlc2NyaXB0aW9uAFdoaXRlQmx1ZUdyZWVuWWVsbG93UmVkIGNvbG9ybWFwQBpEvAAAADB0RVh0QXV0aG9yAE1hdHBsb3RsaWIgdjMuNy4yLCBodHRwczovL21hdHBsb3RsaWIub3JnH0JOHgAAADJ0RVh0U29mdHdhcmUATWF0cGxvdGxpYiB2My43LjIsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcx5NE5AAACI0lEQVR4nO3WyXKjMABFUUGl//97U2HohQUuhImFq3v1ztkQDQgy32Fd17VUc/1oWbfxejF/XG/ne/f9q+fdPefu836Wul43zPW6LMth/t36Pj+3+1+f031es36ef/O8+dPzHus/U/0CDVO9zjfHzfx4sa/n3mY8fPoOve/Ue/74XUop5c8wPK7jY/qrGe/r9fp1mq/j8cN9p/njeF/f36vZd/W83n2dn//+S7j9bNXx2oyv9pVpW39z/8W+dn5t903N89v5X9/54oyLz+10//fjZ2ut073XcnP/7fO39/1f53fuW6bD9rLUv+Pbd2apHz3X6/3t/Dbe11/Pb+Pn+vG52/h0/mm98/xm/nT+vv76/un5L7+MBQCIIwAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAAgAAAgkAAAgkAAAgkAAAgEACAAACCQAACCQAACCQAACAQAIAAAIJAAAIJAAAIJAAAIBAfwFjPrJOm4bDIAAAAABJRU5ErkJggg==", "text/html": [ "
WhiteBlueGreenYellowRed
\"WhiteBlueGreenYellowRed
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# https://raw.githubusercontent.com/hhuangwx/cmaps/master/examples/colormaps.png\n", "cmaps.precip2_17lev\n", "cmaps.wh_bl_gr_ye_re\n", "cmaps.WhiteBlueGreenYellowRed" ] }, { "cell_type": "markdown", "id": "6608238b-777c-493f-bb3d-440d7310f817", "metadata": {}, "source": [ "#### MAM SEASON (FOR 1 CLUSTER) ####" ] }, { "cell_type": "code", "execution_count": 10, "id": "72343b9b-4391-451f-bbf7-7dd6d657fbcc", "metadata": {}, "outputs": [ { "data": { "image/png": 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fTWiZL6mYl/+PFLnpdBMqso0VZeqBPNBvRRrdhKRDc2GKKEow34nw/906dXBujMVisSxj5ubm8IpXvAL33nsvzjvvPPzf//t/F5XGHH/88QiCAJOTk4sG3nfccQcA4NnPfnZpOct8+PUicRzjJz/5CYIgwPHHH/+4tvl5x1op2ADfYrGsGDgDz4G+I0T2RRaYnH1nLT5n8hkeDPB2QNk5Rxb2XXFyG03206eMPhX2tuNcngNQNj8uzAhESiNMNDrdEN1+jCRR6HTyZi4Wi8WyVMiD8LVUhGGIc845B7fffjt+/dd/HV/84hfhOM6i61arVbz0pS8FAHz5y19e8Dov+x//43+Ulp999tkH3Obaa69Fv9/HWWedhUqlsmCba665BmFYllHu3bsXN954I4aHh3HGGWc83ktdVtgA32KxrDicTCvPwTjr8jmDn2qNMCVnm/gA1jjF5VKQBabS9D/bYXKzq0iVu9vypizP4eC+n1Jmv5toTPdS9Pox4kRheqaL9nyIqVYX7/neHrzne3ueittksVieBggcnEZXSyHSSdMUv/3bv43vfve7OPPMM/HVr34Vvu//3G0uueQSAMD73vc+PPDAA2b5zTffjE9/+tNoNpv4/d///dI2b3jDG9BsNnH11Vfjq1/9qlm+b98+vP3tby/tl3n+85+PF77whdi3bx8uvfRSszxJErzpTW9CHMd485vfDM9bmSYJ1kXHYrGsGFh+w4WyvKzmCtNxFuCAnKQ8/VTDyYJyfr2Tae2dbBaAdksDhmLxLb2mTQZ/LtbGBpNtN9sxSXQcQfvl15MkRXsuRK8foz0fIoxI89Oep0zRR344g0uet+opuGsWi8VyaPjEJz6Bq666CgCwevVqvOlNb1p0vQ996ENYvXo1AOBXf/VX8Za3vAVXXnklnvOc5+BlL3sZoijCt771LSil8IUvfME0xmJGR0fx2c9+Fq997Wtx/vnn48UvfjFWr16Nb3/722i1Wrj44otx1llnLTju5z73OWzZsgVXXnklrr/+epx44om47bbb8OCDD+KXf/mX8a53vWuJ78hThw3wLRbLiqFog8nfU0EsBeMxKLhWmZyGM+0ky4HRytdcmOZYLOGJFdD08v2z5SX738eK9tOO6XVfUlGu0vm+O4lGr08r9Poxev0YM+0ekkQhDFM4UsDJDtjrJfjSwyFes7ncIt1isVieEOLg2GQuRQp/ZiY3F+BAfzHe8573mAAfAD72sY/hOc95Dj7xiU/gW9/6FjzPw1lnnYXLLrvsgJKZV7/61bjhhhvwvve9D7fccguiKMIzn/lM/NEf/REuvPDCRbc59thj8aMf/QiXX345vvGNb+Cqq67Cxo0bcdlll+Gd73xnSdKz0hB6pRt9WpYM7la31J63FsvBoJ/qBQ2t8iZTlFVvx3nGv7KI5LO4Pc8O+IW/lLy/6VAbKVAnyb30OaPfzSQ6qQam5ihDPzPbQxSlmJzuYL4TodeP4bkS69eR28Pa8SEcvXYIY4G0PvkWy2HAofgbetJJJ2H2/vvx/61et+T7vnT/bgwfd5yNCVYoNoNvsVhWJMXgfBAOtlnKkxfW5utwcW3eyCovqAVyD3zO3LPevpvkjjnse+8IgY5S6EbKSHEAQEoBmQ0YVLZjzuAHvouKI4xfv8VisfyiHIwEvmVlYwN8i8WyYuEs/qA1JkDBOxffTocao0HefZZfTwsSHu58yxn6YlMrLqDlYJ+ODRPsRyrrhOtLYIimdFOl4bkaQzUfnU6EasVDsxGgWvFK51BxBB5opzi2ubirhMVisVgsTxQb4FsslhULZ91z//pyoF9zKbvOnWqLmvxOQoMDpclthxtkOQVNPnej7acLNa7FQ8UKaHcjrKr7aAQUqHujdXS6EcIowfp1w0iSFGGUYGSYBgDrRipoeLl0aCpUGAtsOt9isTxRyPXmYOzXsnKxAb7FYlnxdBJysWHNPGfmydJSIwYw7Ofe93GWcZ/sK3iSBgdTocoGCpmUJnPX8aRAK6LXWG/Px9g/HyHwXfT6MUaGyPqNA3ZHCFQaAeIkhVIa7bkQq8fqGGlWAeSe/J4URkLE7j4Wi8VisTwZbIBvsVhWPBwUc9OpVCsT5Be1+uyiEyuN7R2Vud+orLGVgCPyTrhjgTSdaQFg674e6jUfcUI+mp1uCCklAh/wfRd+FqizDIg99DevrqGTaIyO1DBRlai5uftPwxNoeiLT+JOrT9EK1GKxWB4LgYPjomN/A61sbIBvsVgOG0Z8+pPUiiiY9yQFyqnWAERJP680sLensH8+wuohH6EDBE5ulckNrFJNWvt6zUcYJcbHXqUanqexc/cs1q1topNojAXSZPA9KUwRbtMTqLl0LizDqTj0s8wsNkcDmTXXou07Se6/z9dlsVgsFsvjwQb4FovlsGPzkIO5ODGNqnwpEKZ58DwXa7QiyvIrpdHqk0f9EXXHNLrKu9VqzEUKcZKi042we+8cAGCkWYF0PHiugyRJ0QgctGOFhkcRfqq1GVBIgUxvT4E+IzOHH27UVSwCJicgyurPxbklqHXdsVgsgxwcDb5lJWMDfIvFcljCwX0/FQDYH59eY0ec2V6M+U6EphToRAnW1upGIsNFtvs71LhqeqaHOEkxOkIa+l4/QRilaA4FCKMEs1Jg7ZBXcuEhDT+M9r/uilKg7kvS3Tc8Yc6pSN0VZhaBi4Rlti+r4LFYLIz9dWAZxOaCDhI//OEP8YEPfADnnXce1q9fDyHEk+qI1mq18Na3vhVHHnkkgiDAkUceibe85S1otVpLd9IWy2EEa+AdwcW2vExjT09hLlJozfbR68fYOzkPKSWUBsKUvmKlMRsq9PoxWrN9k8HfP93B/umOccUJowRhmKI9H5pBAXvkO4KCe08CTU8ayVDFEfAlFfE2PPLnp+Cft8m743J9Afv559dyiG+wxWKxWJYtNoN/kLjiiitw9dVXL8m+pqamsGXLFjzwwAM4+uij8Ru/8RvYunUr/vqv/xpf//rXccstt2BsbGxJjmWxHC50EpLmcEaeXWoA0uCnSiNOUgS+i1QpDNXIBSfV+Trt+T4mp7rodEMEvov2fAjXpbxIez40TazWjnsYqvmmuRZAMwD0skZNikIhL50fy3P43Biv8Fu55ops0KHhy3x/hM3kWyyWrMj2IO3XsnKxGfyDxJYtW3D55ZfjmmuuwZ49e57Uvt72trfhgQcewHnnnYf77rsP//qv/4qf/OQnePOb34yf/exnuOSSS5borC2Wwwd2tWGry1Rr07Qq1Rpz831EUYqpVhdDdR9SCrRjhb3zMfbOx+jGCnGiEPgO6rUArTZl8aOIvgDqVOu5EmGYQCmaHegk2gwkWHLjCGE0/a0od+bpJNpk/aUoO2HwLECqScLDpJq/8k66k31lM/oWi8ViMQittf2z8BQghEAQBOj3+09ouz179mD9+vVwHAc7duzA2rVrzWthGGLjxo2Ynp7Grl27Sq/9Ipx00kkAgK1btz6p/Vgsy4E7p0lwzxl1pYFdXQrMH5xNMD3TRa8fI/BdBIGDI8bq1PW2S5r7Xj9GnCjs2j2LOFFQSqPXi+FmaXfPpWLa5lCAwHexdnwIvu/CyzL8DY+KYyeqEqOBwIgvS244niRZjiPEohZ3/bTo1U/BvyPyGQCaLciz/zzzYO01LZZDw6H4G3rSSSdh7v4H8PE165d832/etwuN4461McEKxWbwlzn/8R//AaUUXvSiFy0I4IMgwKte9SqkaYr/+I//OERnaLEsT54zSloXblxFTaqo0DaKEvT6MXr9GFIKkulk2ffAdxH4tK1K6WeW4riehCPpy3UlqhUPAOD7DuKEBg9xQpn//Z3YBNvdJNfVswYfKOvoW1G5wrbi5AW2PPMQK200/izv4boC3h97/VssFovl6YsN8Jc5d911FwDg1FNPXfR1Xs7rWSwW4N7ZFD+eSVBxRJYlLxfZ+r6L+W5kusqmKg+KOUCXUqLXj+G6DjzXgZQC1YoHKQWkFEgSZZYBZLeZJGlh4CCN9AZAQf9PAXpRjw/kmXceCNAy+ooUdeol3b4wHvtp4asVaczF2gb4FsvTEHkQviwrG1tku8zZvn07AGDDhg2Lvs7Leb3HA08jDrJt2zYcc8wxT/AMLZbliSME/KyzrNS6lDlPkhQb1jUBkNRmZMiHLyng7mRemo4UJmgPfArwldImuw8AtYqXDRQqcF0H890ItSzgZ1RmcVl3RakIF6CsvOOUz5sHAo6gQt9OQpr9fkoNr4rr87iE7TiVje0tFovFAhvgL3vm5+cBALVabdHX6/V6aT2L5enMjg7JXDjQlVk2nH3kObjeNBKgFXmIFYx1JRe7+lkAPzffR7XioV7z0Z4P0Rzy0OlG5lj1zHVn7fgQkqya1nOl2V4panrFwf1gg6rZSGO8Ul5Y9MJXgn52hEA9+02tsq66AHXdZf19rHIpT6o1fjxDg5RnrbK/4i2WpwPCet5YBrC//Zc5XAMtxOIf3l+kRvpABTMHyuxbLCuF9ACfB0cIxEqhkmW/+ykK/vLksANJy02R7FAFrhtDKYUxj6Q81aqHToeC/KG6j1Rp1CoeZC0r5FUCSlGEHviukdt42b4rhez7sC9Mp1qW7MRKQ2Uf9UiRS85crBEp8sPn9RgO7FmuEyuqI3AO8PvCYrEcflibTMti2AB/mdNoNAAAnU5n0de73S4AYGho6Ck7J4tluVLM3PdTjRqEsZQ0gTxI6hIpYawoo6zDbd0V2D9PAXxRXw8AnW6IxlDF6PYBGgxwZj5WQBglxl2HGlhRDYAvBZqeWOBZTwMNmkHgYJ41+7ECtndSND1qwDUVKkxUy8dTOrfY5EJcIJf53DmdmGJji8VisTx9sL/5lzmbNm0CAOzcuXPR13k5r2exPF2ZCnMXmmKmm/3i27EyfvIkfcm73FYcgW5CgTIH9VwEOxdRMe34SBW+FIiyUUTTk0i1hidF5m4DxFKi4VMEHitgxAeiTAYUKY3AEYXmVoDv5ucTK2ps9eBcao5fcWgQ0oo0jqjJbCYiv0ZP5i493Lm3qMNnOY/FYjm8kXbWzjKADfCXOaeccgoA4I477lj0dV7+7Gc/+yk7J4tlOcIyFYCaXMVKFzTquc4eoMw5wx1neUAwFtD/LItpeE4WfNP6jsgnw6Ugr/sRX2ZZc8f46B/R8Et2mI3s+CzT4XPjY/uSgvaJKu1/LtZ4ZF5hvEIzD3t6CutreQafZyl4cBAp+p+lPID1xLdYLJanKzbAX+a8/OUvh5QSN954I/bt24c1a9aY18IwxDXXXAMpJV7xilccwrO0WA4tk/2yhzxLcTigb8cKFSeX6DhZcAzAdLuVmVaeY+IahMnOcya9WBTLMwMTVbLD7CY0IPDqntmvI2AaXLHN5YFibj4+K1/7KXBs08FNeyMc2XDQ9EQW0NP6HMj3U7p+np2IVO6R30k07phKcOqYawtvLZbDGGtraRnEPhPLhE984hM44YQT8I53vKO0fN26dfjt3/5tRFGEN73pTUiSxLz29re/HZOTk/id3/kdTExMPNWnbLEsGyh4z3Xo3PCJ5C3KSFtUJmEpdoOl7enLzzzmPUna+bpLHWhHA4GNdZl1jqWvpicx4kvMxRTYr61KBE5+Diyx4aA+9+QXpex9EUcIs13NpUHE0U0XFUfggXaaOf3k9pmTffK99yT9PBfrzB6UvioOHeOOqcQclyVAFovFYjl8samcg8R1112HK664orQsiiKcfvrp5ud3v/vdOPvsswEA+/fvx3333Yfdu3cv2NfHPvYx3HLLLfjKV76CE044Ab/0S7+ErVu34ic/+QmOOeYYfPSjHz24F2OxrACK2nMOsKdCytxLTcEwy2+mQp350udafc64s66dM+6+zIP0wex7O9bYPCTN/pQGRgN6rebSPkd8GjBwMM8zB0VZULFmgAtk/WyQEfu0bGNdYldXmWvoJMgcc3IP/Jq7sHmWI3jgkl/TvbMU5J8wPGDCb7FYVhwCB8fxxgr8VjY2wD9ITE5O4tZbby0t01qXlk1OTj6ufa1evRq33XYb/vzP/xxf+9rXcNVVV2Ht2rX44z/+Y/zFX/wFRkdHl/TcLZaVRsMT6CTaSHDmYo2KQ8vJaYYCbQ6yG54wmXfOcvdTWs4BOGfZPcnB/0IXHHpdoOJoo6+PCjr/sUCUBgaOEPAKv3U5sC8H+vn27ZgKZ8crJAPi6wSAO3d3sWm0gq4CWv0URwy5WWOvhYOEVJcHLHw+j3YVIqWxecgG+haLxXI4IfQvYqRuOSxhH/wD+eRbLMuZR7sKe3oUXXcSbZo+ARS4xwWZPge8xaCXl7GWnQP2VJPevWhfCVCGnmU/7VgbJx2GM+ZH1KSZBeAsO1DO2gPFrrT0TSvSmA61Wca+/XyNU6HG3Y/MwvUkjl47BEfQQGAskGaQkEuQaODC++DlfI6DDbcsFssT51D8DT3ppJPQuf8B/N3apXfS+/2921E/7lgbE6xQ7G91i8VyWEAZfJivyb4yUh0gD+hJD5/r9imLL9DwRCanocC34ZG0hiUwxeXsce/JvHC2n6K0LkDrTod0XmRrmdcBPJbDjSdpELGvr4w2P9UwNQKOAJ6xvomhmo/7d7ZRySw4U012nzLr4MvHKXbTzWclaLbDYrFYLIcXNsC3WCyHBcc2c5nJbKQxGgiMBiKzoBSZSw0FxyxTIY06afFJ3pIXqHKwPFyQ9lCxLmXrAbbjpNdInpP76/tSoJvVxE+HyswSkF+9Nhn7bqKNLKjYiVdpYLKvMeILM3ipOAJjAX1VHFperXh4xvompAAemaeTyQt98wFN0S2oOHsxGkgb5FssKxwe1C/ll2VlYzX4FovlsGPYJ195X+ZuNSxPYbiYNlakbS+uC+RyHRosyMwuM9fm8ywBfx8rOh7r3+vZb1cPAjWXNP9FqZAntRlkAHmGvyglYjvPelY8y4E+bQ+MBTLrYkuSpCOHJHZ0lNHUe5LkQ2NBscgXcApe/OTjX743POAA6Jhjgc0FWSzLFQEBeRBKYoUts13R2ADfYrEcNrDqhS0v2aZy8HXOXncTGLkNgEwCQ+vITL4ymgW3tcx3njPvnP1uRXmQ7ywykOBses2lYJkD+m6iMz1+7sfPFp8ABeLUATcfjDQ8YTT4PBCIFfnzswSnn+bNtJQG/Gy/QVZMzDUGDM8QFO08GXLpoWNyAy6LxWKxLH9sgG+xWA4bPBOD5sE9FbaWXXDyAlf6X+mF09J58J8vY9tJAEZXD3AXXQ1PCiN3YS/9qNBRl2U/TD/VRg5E/vb5ACBWOttHPjBROh9ATIc6665LswIcuB/TyCU32zspThh2TF8AngkYlP8Xr7OYva+7wnTHtVgsyxf7CbUMYgN8i8Vy2JDLYwSK9pbeQPLZk/y6MBl5lsBwgF2U4zCxyuUtAGfIBaZTKoTtp9q45ADItP35z2GaD0I6CUl2IqUxF+fuOqzv5zg7LcwYdBONXd1cwzMd0j7GazSYqGXe/pzx96SDh+cVjmk4UDq3D+VjOYLqBvieAeUZAABmgNJJtA30LRaLZYVgA3yLxbLimewrTIW6FJB7mQY/KASrLGvhjDXp1wGpScPOHW8BQAnOylMg3/BEKbgHygVp7HLDg4w1FYkoK3QtWmRyhpyz4yzf6SbadMIFaD+tSBvHH0/S/80sU9+KKLjnWQWZ6fUpk0/HqDgCJww7mIs19vQUNtYlBfRZ8W/NzT34WWJUGbhGnuHo2gDfYlm22KJYyyBWVGmxWFY8/ZS05hQMU7Cae9sL00yq7gqT3U8LmXsgD6zZ5SZS2mjuK07ZR5+3Yzce3mdxgMGe+BxAy2zAwEE9F+YC5cw+w8F0M3thLiadfC3L1APAVKgwF+vSzAWdG9UVjFdyadDmIcrmq0xa1E+1cfBRA7MFg9fA1qN8HIvFYrEsb2wG32KxrHgqWeabA2zOQtfc3O8dyF11+ik52ORWlch08HmzKtaqc3DLEp5iFptnACh7n2fumWE/1/dzR10+N27ExVp/qcsOOp0kt8gc8cl7P0yLEh6S/wz7Ak1PmmspXj938O0kNEA4rumgnWXzAWDzkEQ/pfvEswTFc+TBEs9ksKvPY3n4WyyWp5aD4aJjWdnYAN9isax4xisSnSQ1WXCWrHBhrSOEkbAAuQZdadKY11zKoheDZLaP5Ax3zRUlPT1v3/Ayn/p0oaWkIwTCVBt3nqINZpo1vJICaEUKI740AwqAAu5HuySr8SSdH5Bn1WnWgM4nygpy+6kuWYIWO/HyLEHdFdg8ROfYTWgWYKIqzTWSHWj5Orm+gF11+D4O2mtaLBaLZXlgA3yLxbLiaUUUeHazCL3iiVLm/kD6VM66UxGpKslkWMbTijTGK5yhF/AG9jEXayMFanq51IZmFPIBAAfzXNTaijSaWS2A7+aBenG/xQz+oA1nOyZ5TdMTpYB8YXBO//NsQqo1KiIvsq25uXd+N9Glc+BahRh5TUO0yADAYrEcOgQOjt7afspXNjbAt1gsK54RX2CyrzLbyBzO4jMcHHP2vEjFEUabznQSbj6loXQW7BZkNNwZdl9fGX0/B791N5fw9NNce8/yl8GCVW50xd1v6y4F9zVXZHUEwFSY6+0dQc28ePDCmXo+b94HDwyKbkF5XYBGmAoc23TQT7UJ9PkWdJLcxrMbcZ1DnsHP+w7YUMBiOZTYplSWQWyRrcViOSwoBszOQGDPy1hPz3CwXvSG50AdgCmwzS0rKcDmjrI8IBgLpFmPpTjcOIq7zD48nyLVOvO7L2v7eV+sy6f1dDaw4GOX7T95QNNNyvUCAExRMe+/n3KRb940C6CMfC1z83GEwMa6gzunE3QTnX3l5xUYXb8u3SOWDFksFotl+WADfIvFsuKZClXmekMBJ2ewi9n4QYcYWchkDwbbRe95ltqkOne78SRJaNhbvp9SUF7sEsvbsN3liC9LwXBcmEIoDkj4+O2sWdW+vsKenjLHUgXtfj8FxitlV6DizITKCneLtQnFY/CyEV9kjbWAZ61yjfXnw/Nptj6tzPKc4vaDtpoWy0rkxzMJHminmOyTM1UrWkGOUaJs2btUX3ZSYGVjA3yLxbLi4QJUDn4HO9CyNWTx526WiWddOgfklHHP1+UC1liVtfyOoIFF7kUvjMsMufQIdBPKfs/F2njM8x9PLlblYJm346+KkzvpjAWkfafsPq0/4pNEp5MdA6Bzj1QuBwLyc+6n2uxjMcYrNAtRcymz70vy0F+MwW64/cHRk8WyAvjWoxFumYxxy2Rcsq0F6LNalNYN2uRaHj8//OEP8YEPfADnnXce1q9fDyEEKpXKAdcXQjzm10tf+tLSNt/73vd+7vqnn376AY+3c+dOXHTRRTjiiCNQqVRw3HHH4fLLL0e/31+ye3AosBp8i8Wy4kkHLChVFgQXteF+oWstkMlodP7Hm4NU3iZW3MUVmXsMTKAP5IE/74uz6vWCRz0PIththjXxfI6cDWctPc9AAHnXWc4kOuZ1bV4nl598Gev2R3zaRz8b7HDHXd4ucHiGI79elt7wQAWgQRB3xx2UPPH2jM3kW1YS1++Os0E2/exLsost1rSwnS4/250o354H87ECjqgd2lzpci+yveKKK3D11Vc/7vVf97rXHfC16667Dvv378eZZ5656OvHHHMMzjjjjEWXL8a2bduwZcsWTE5O4uSTT8aZZ56J22+/HVdccQW+/e1v47vf/S6CIHjc576csAG+xWJZ0ezpqSzbDURZ8M3ZN0/m/vQkk8n/ZKVZFp8z8xVHGFkMvU7fk/VlXmBbzIDTcaigtp51qeUAfzoriOUOslScitL+2yFJd9oxFbN2E7XAqrPhAbESiLOfi695EhjxZaFGoDyoGSx+TTVKnX0PtC5/GziZJAkiG3CUdfd8/Xy/bbGtZaUgBTAbaayt0jPLHZvZOteX1F+CZ82AsisX/+4I7MD2MdmyZQtOOeUUnHbaaTjttNMwMTHxc9f/+7//+0WXt1ot/Mu//AsA4IILLlh0nTPOOOOA2y/GRRddhMnJSVx88cW48sorAQBJkuC1r30trrrqKrz//e/HX/zFXzzu/S0nbIBvsVhWNEWPeL+Qxqo4wmSggdyukl9TWcGpFNpo25ueMDaRjigWqdJggbvbMk0vd7KZCsnLfkeHRhmtSOHheYXRgM5DZQW4fA48o8D7Y317J6HtWWrEMwaTfWUCC74GR5D+vunlMwM1N9fzs3sOn3830QiccgEye/ADeR1C8R4yRVkOZzRbkQ3qLSsTX6JUMxMpGmzToFoYS9tip2cgl9cdyHr3ULGcG11deumlS7KfL33pSwjDEKeffjqOPfbYJ72/2267DTfccAPWrFmDD37wg2a567r41Kc+hWuvvRYf//jHcdlll8HzBg2Slz9Wg2+xWFYs3EVWDujbyTFGmyCfNfecoaNMPK2jMneaWuZQw/pzp5Cl6yT0h74VqYJGnv6g1txcAhMrKs5rRRrtWGOmE8GXAiO+NHaXTU+i6VHzKlpG18LON+MVmX2RU82ITxaZrJGfqEpMVKW5Zrbm9DKJAZ9HrLRxzsmD/4XNukYKoyIebBTtQvn/VkQafpY/8WyBkS8kVodvWRlcsyPCnp4y0jOyoaXPxWggS8X1vhTGOQtYqMUPrYvUU8Y//dM/AQB+93d/d0n2d+211wIAXvWqVy2Q4axduxZnnnkmZmZm8IMf/GBJjvdUYzP4FotlRcNB+6CvPUBZ9bFALrCH5MAeyCUm7DRTjH9rrjAZ835KtpH8ejfRiLPsPXvFT/bzk5gONdY1fTQ8KlzlwJgDZk/mTbMqWXacfecBwPHyDHmxRoBlSOOVXP/PwfZsRF15izafALJ96FJ3X7oPudtPrrfPM/f5PdKLdq0tuvfYTL5lpTBeEegmIgvk8xk7/myT3C7vc8HPdieh7H7x98eh1t8zh/unb/v27bjxxhvheR5+8zd/84DrPfDAA3jHO96BqakprF69GmeccQZe/vKXQ8qF79Ndd90FADj11FMX3depp56K66+/HnfddRde8pKXLMl1PJXYAN9isaxYinr4SJXlJQBMcD+4LttddhLSzM/FGqOBRDfR5o88/8+6/Ee7KrOkFOZ1L8v2Bw6MGw9n+kZ8YZpkzcW5HICD72ggE8iDEA442FOfvfO5VqBbkPh4mcyH6wOGfWGkRUCui+dtam75BnFxMHW0XTxE8KUoHZez+Lw/q723rCS+tyfOCubpq1hUz92vOwk909MhN7qjbccCkvDIwvaWp4YvfOEL0FrjFa94BcbGxg643k033YSbbrqptOxZz3oWvvKVryyQ9Wzfvh0AsGHDhkX3xct5vZWGDfAtFsuKhq0mp0NVyqYVM+aDGeli1hvIA1UO1JlWpBBn/vrcZZb/qJOUJ/fKZznPdKiyY1CGngp9USpSLZ4jy2iK5wfk7j4cYOzpKYz4ohSIs7MPF/fS9rr0OvvbU0ZSL9APF11DmGIn3H6a1zF0E5rtWGwwsNgMisWyXLhjKjGytrlYm88/K9Qq2Wd/sq8w7NNnaTSgIJ9laKnOf1fEank983IRl6ulYNu2bTjppJMWfW3r1q0H5ZiL8VjynOHhYfy//+//i1e/+tUmkL/zzjvxrne9C7fccgte9rKX4a677sLw8LDZZn5+HgBQq9UW3We9Xi+tt9KwAb7FYlnRkDuNxkRVmj+406E2EpYiHMxy1hrIA+9GVqiqdDFAFqUiOymAvT2VvUZZ+nZMwfWeniq53LAXfqo10kynG6tyYR9AAwO+huI5sjc/d6HlImFer+GRtt8pSAgG7eg5E0n3CWadxQoEOXNZ7FLL8oRc6kPLBptpqQPs02I51Nw7Sx++miuyGpqynKw4wPWkwHhFmGe8myyUpqUFOeBykucsZ5vMJ8sdd9yBe+65ByMjI3jVq1616DrPfe5z8dznPre07KUvfSm+//3v41d+5Vdw44034pOf/CTe+c53mtd19rteHGBwpA/QM2SlYAN8i8Wyoin6VTOjAclXWLpScWCCbQDG3k7psqylaInXTej/hicwHSpM91KMVBwM+/mUPgDTYTZWwP2TPRw1Vs1epx1Nh9pk/dZUhPG15yC6GGxwh1ygnNkn/X+uoad18w62RalAMQDh82QvfinyGY/BY/Mggq+pSCvT9g++JjNpT/0A8h6L5VBxTystfZ5osEtBO0lxROlzw3K4YljLM3fF3y0s73m6FJUfc8wxT2mmfjE4e/+a17zmCXvSO46DSy+9FDfeeCP+8z//sxTgNxoNAECn01l02263CwAYGhr6RU77kGMDfIvFsmLhItG6K0o+98U/3KMBZaCL2eyaS3/MWV4Dmf+xZq25zApfp0MFTwo0MsNrDux9mbvJ7OlRU6uxZmAy7MO+KO2LZTbjFTo5Djh44JEH63k0ESMfuBQL/Pg8Uk0yorGA9sl2mGZ7BXSVNvIDDs6VGcToktyG5UzF++eIvKCXu/IuNjtisSwHrt8dm1oZkuHwK8L8DuAGduySA+QzVfy55hm6we7VrYhm9DYPLS8DfHmYRnNpmj6m9/1jwZKd3bt3l5Zv2rQJP/rRj7Bz585Ft+PlmzZt+oWOe6g5TB8Ji8XydIALZDuJLmW8AfpjzH+cI6WNnhzgjDbb5uQbsTaXt++nFFTPxRQQREqjw045lTyo7iYa++cjrGn4JpvdTbTJ1rcijSNqMgsQco0+Fc7SubFTDhf1cldaR1BR8IgvsHc+xoamb153BFD3pRmMpFpkTjx0ityYK9UU7EgNk73ka2R5Dev4+yngZLEL6/bDFKaj7XKRJVgst+1PTCZdZcH8aEAzcr6kQvairWWcdZ9m7T01t6MVRnzHOErlHWzzzwmQz5ZZa8ynju985zvYvXs3jjzyyAN2r30sZmZmACzMxJ9yyim4+uqrcccddyy6HS9/9rOf/Qsd91BjA3yLxbKikYL+qLNvNVCU5XCnWVHK4HOWm/T3tE0/pS/eRyvSJqPuSWB3O4SUAsNVL1ufvOZTDexu9bFupGKm73l/TJwozEaUOeQM/lyoMFElb3sOKjqJxmSfAg6/5hh7y8AhydDaobzZCu+/eM3kCpLLi7hpV96cKxt8qFzHD5QLjrk7Ld0noBuRnKniABXHBveWp44H59JSl2aG+zTwjBJAwftElZ7PYtZ90F52OlT0uSpY3AK5jI2lcNxfo0ix0+2yQgDiMBXhszznggsuOKBW/rH4yle+AgB43vOeV1p+9tln473vfS+uueYahGFYkv/s3bsXN954I4aHh3HGGWf8gmd/aLG/rS0Wy4qGGlLl8hRPUnMoDnwX07oDlJlmXTlnuisOuWhM9rkJDu13bzdF4LvwXCfLiOcFsDumuuj1YrT6KRwh0E3ofDqJRq8fQymNWpZSDxON2Yi+Kg7JiuZibqJFPvvcCGswiHAEDVLYnq/m5oMJzjwCZY18N9FZQx925aHZBr6GeJFAhfsC8ABp2BcYC6S1wrQ85UQql8Fx0SsH9ixR42d10F2q6KDFVrFUS5IPaouPP62/cHBQfOw7xilrmQX4hyndbhdXXXUVgMeW53z605/G1NRUaZnWGp/+9Kfx0Y9+FEIIvPGNbyy9/vznPx8vfOELsW/fvlK33SRJ8KY3vQlxHOPNb37ziuxiC9gMvsViWeHECpioypLPPQepxcJaoJwFLFpUkuaWBgWjBT07O+MEmYRGKY3WfAQAaEsBKQXiRGF0VQ2eK0ue2bx+GCUII0BKgdX1/A/FXKwzZw9tigE7SZ6F5G66s0le/DviS5NxbHrS2HOOV6ij7FSos+Amv9A6N+tyAYBmI2Qh688df5miN7jFcqi4dzY1tTNA7uDEA9VWRANUlptxXQjb4wI8IEC2PQ2QuZM1r8/rNj1h/O3ZSnaweJzlOYNOWMuBg5LBXyKuu+46XHHFFaVlURTh9NNPNz+/+93vxtlnn11a52tf+xrm5+dx2mmn4YQTTvi5x/jLv/xLvPnNb8aJJ56II488EgDw4x//GA899BCklLjyyisXZPAB4HOf+xy2bNmCK6+8Etdffz1OPPFE3HbbbXjwwQfxy7/8y3jXu971i172IccG+BaLZUXDU+lFH+hcM6uz//MMIP/M0hzOgqss48dZPS7AixV1l213I0gpUK+RBp4C9xQjzSoagYO6K8oDCKVRrXiIE4owAt/FbKgwHOQyAsqmZ8dVGjVPmuC74eU1A54USFONVqSMTCbVGrVMxz8X0+xF0xOYCnO7TtYMs9NPwwOAfHYjyq4t1RpxJuthCZHF8lRyzY4IdVdkGnoKsrkYFsjdoGg2Spu+FKlgCY4wHamLMhr+LNRc7ujMg3eqJ+FgvR1T7cpoII1WnxmcHSvq+i2PzeTkJG699dbSMq11adnk5OSC7YrynMfiT/7kT/DNb34TW7duxXe+8x3EcYx169bhggsuwMUXX4zTTjtt0e2OPfZY/OhHP8Lll1+Ob3zjG7jqqquwceNGXHbZZXjnO9+JSqXyRC51WSH0Sjf6tCwZ3MziUFtiWSxPBO7wOgh3luXgvih5Udl0PEt0SFqjESldstVjKQBJdmh/7W5s9rN3ch5rx4dMdn42VAiyrN98P0Frto8gcFCvBfDcTKYTUSQd+C7qrsCuabJiGx+poulJrK0Kc06cqdzTU+h0I2werRinoPGKRMXhjrb5IGZXV5lBCw9oAGTFhfn3TNMTmexHLPD8XowH2imObS4vBxHLyuS2/QnunaXPw/qag4pDA1sO7gclNHOxzgrhtQnWM3MrM8AeKdjYxiovWudsPs9QeZK24fXHAmk+R3VXFArX83OYDnPZ3tGNhZ+BQ/E39KSTTkL0s5/h2mOOXvJ9/49tD8J/xjNsTLBCsRl8i8WyoinKYjiwLcpkODAvTt0XO7+ybZ4nSeKyo0Mb17LXU61NEW+sBNrZccMowchwBVIKeC79sa95Mnfq6UYYqvvo9mO02j3UKiTPGRnyzblPd2PEiYLKmmIFhZiBagry/zePUibJdJnNioZJViAgNWn7xwJh1pFZfQIFTQWrUMWyB5ENfFjKRJIhvgYOmrgY2ZPkef9ol+6RddR5+vLwfIpWpLGxTs8AOzDVM7elxZq6AcDV20niNl6h9UMzq6bhSZnJ6/LPK8/C8QybJ4E0BR6aCbGm4ZuZOw7M+bPPg3IesHN2nzX8I74wtSkAst8Bg3U6MMcGKCHADjr8e4Kv/5ByGBfZWn5xbIBvsVhWPJx54z/Ixal9Du5JokILiw2dvMxOjztc8h98apKV69PJwlJBZX/t23Mh1o4PIfDdUiDDg4yRZhVxkmKo5kMpDd93oZTCfJ8ylsNVD4HvAghRrXoYDSibyMfzJckGuD5gbzfFEXVnQdEwFxIWByv5NQiMZsYQ/HoRDn48qbNCxJQ8/73cWaR4v3hGxDT56Sob5D+NuHM6Mc9aqjWahee+KHtjN6o9PWUC4alQlRrMdRIqKm9kBejdBJigHnGZPWzZ8pUtLzkGl1mNCj+bvixn3FmeVnbJ0mi1e5hYVTMZ/qIzVD/T1w/WqDiifJ3cRC+wE1mWZYwN8C0Wy2FBMXb1pShJcrhLqxxYh3+mP+Da+NUDuSe+J2H87GMFo6kfW1VDGJG7zlxMjjmB7xoJDgDMdyP0ejFGhquYm+9DSoFqlsmfC1MopTBU89GseRjxhSmsBXLdPGfTG740MxJAYSDhc1FwPpvBsoOooBVmx5ziQOjUMRf3tFJz//Luv9ocI0wpG8pNf9htiI5pFZ5PF27aF2fOTwpKc1+E3GaSZ8W4aZvSeRM6IJv9iqmnQuBkDeI6CU4cpc9DsbmanzWpUhpGYgPQ53hvNzWSuIojzCB1vCJMgyrue9GKlPnsKqUhpcBIs2r2lxale4nAiJ8F9Dr3v+eBBp9jPyU7zWWnw7fjbMsANsC3WCyHHWwnKQVMQFH0vJaFIJqCCZU5cuTBL7tocJOr2USjPR9ieqYHAKjXfIwMVxBGSZaJJ9xMrtPphqhVPNQKhbZKaXS6kdleKQ3XdTIHH2FkQQDQzwLpuksNrkZrFAhxRjPVQL0wYqk4efCe+/3zujob9ABOISa/Yyox10rXrbOArLw9yy84cGNSTVINditabt09LU+OLz0cAkBmk5oHzlzPYZrFIX/muGic+1Jwncu+PkpZ7+lQ48RRr/SM8SwbzxJ5Euhk42Wuo0mVRpykGPHp81CcjRvsCQHk/3cTjalWF4Hvog1g3UgFwcAAoXicYjO4/Nq0+YwFDkwHaYtlOWIDfIvFcthRcYBHuwprqxLDvjCWmAw3wmKpQcURmNa5ow1AgXQnK8zjwH/X7lmsW9sAAEgpMVz10E+1CfLns+Cd6fZjo70HgLgg8QEijDSrpOGXeXDC2UL22e+nQGu2j/Z8iBPWNcy+OFhiXfJgJ18AZr+tiDOp2thyApQdZZkFB0VR1l0XoO9ZksGWhNT9Mz9QnACppuZB986mOGHYBvmHmjumEiNbA4DnjD7xP/VXb49KA2KZZbN3dRXW1yTqrlwgX2G4U+yenjLB8ZqKxPZOap6n8Qqtx8+9IwQaHkwW3pfAZF+XAnQpgEbgwJOOaUCX93IQZl22xPSkMAPi+Wy2DKBB+FykIIU0Mww8AyF13tmZ91PM1vPs1WLXfShZzjaZlkODDfAtFsthRz8tF4DyVHuxeBQAnCwryW45xU60tJ1AxckLb1eP1U22vlnzMNuLEUYpHCmQJOU5eyklPJeC/E6HLDYBoNkgUXycKPT6MVxXotfXGK9UUHEWniMAjI/VTQGvJ+kEBzOUnMEcC8pSJKXzgkKWVXDA0vTKnT5ZYsEZfAq+KIjzMtlE0WOfg37eZ6Q0bpmMzf7PXLsyG8SsRFgfz9arsjDYu2UyRjcBXrqO3o+vPhJi73xsujKnWqMbKdR8iTDRGM4am+XBbPbMSI1NdVrIfSaKsKymKCMr1sLw+U2FasFsTztWRlrHs03Fz6IUwHQvxWjVMbNInsxnvCoODSjWZ597ttIsfRaURr3mm88ZzUbk15hqjTQFlBalwXO5dCWXqtkqVMtyxgb4FovlsGPEF5nziyhk48qBBzvK+FKgnyrUXMpodzNJAE/HdxONsUBispdibKRmAvV2N4aUAoFPgUp7nuQMKs01v6lS5ns3s8mMCwMBzvBLSec7FuSFwNR5U5G7ThaIjAVyQZEtw7af5PefL29FChNVOSC3yYP6XBZEdpwNT8CXrDnmAEgbjX6sdMmNaC5WpHfOuuS2Io3ZHlmJ2gD/4LGnp8xAigteecalaA9b5JodkbFEHa15mMuKNBq+hJ9F881qbhfJrjJ8nIYnjOQGyLPeQH4s/lxxgTo/ayx166faPMdF2RyftydJDsaFuCyhqbsCo1XHBNsNT5QaXTlCYKJKg81WpOhZTfIalqGKa2YMqNGVRM0Vpc8TDWQpoGdp31ysS4PtqZB+bniiVLh/SLEuOpZFsJM6FovlsKSozc0dZ2A6WxabPTW9vOFNpMgPny32OGudZvpfJvBd9PoxOt0I7fkQKtXo9XKP/DBKEEUpeplrTq9PP3c6ETodkvL0ejGmZrpQBf99VciCssa5G1F2s+HlX0A5kOfgniQF9LVtLsVYIEuBFAd43BiLYQ/xWGlEioL/uZiC9jhzGeomutQfoJ/C6KXv3N3Fnp7CQ4+2MVRxMVSx+aODxZ4eRdw0M/X45CKkmS83OQtcYfo2FP3hubi8m2jzno/4FAw7Ipe8DQ4yuf6D+y9MhzRg7ia0/lxMA8DxijSDA/68sQRosAYmThTiRKHVT7NZKmFsX/Mmd/nMUqwo6FaanHu4vsWXAtO9FJ1M6pPPgAkzkOX7yV2lAZiagFTTfafZMI3J/nKrsrVYytjfwBaL5bAnVhqOkze14axeMT7hQlL2uU61NpKAVqRRy4JtbnRVzMQ7WfBcLLbl78MoQZwohFFisvUATJA/PlbHfCfCWCPArq4y2ULu2OkI2n/g5PpfPncvO5zKJDLtLEvKkqJjm05Jl0yuJwCQ65YdoY3eOFZ5zQHfg07C7jzaZPD5dQqggOm+gudKdLoRgsBBa56u7TP3kdzjNZuDx/tWWR6DB9qpCYyLDjaepPeW3j8KQoudkAFdyMrToLadpeY5UGaJWq3QwZnhfglAedZnMM3Lx2TbzH1ZIDzZp+dmY11mTaZk3pcBNJjg7znQrjgC4zXH7I+7LvuZTK1YAGu0/E7uoDXiSzPYiJQ2MwCcyacBC593XsBeTA4UZ0LYtWeyrzI72WWSwYfV4FsWYgN8i8Vy2GKydANByGIe8gDp1zlAmexrjNecUlHqZKtnmlolCdn1xbGCl60gHYGkUJGXKgUpBZIkzdb3EUY0gvBciWrFQ3suxOiqKmY6ERzhG2eOVqRM46BazSnJMQiBbkKZ+1jlVp47Onmn2YpDwRjDgWFuD8pSB3Y/Kerwc9/xVp+kO3OhMgEiQJroJEnRmu2j1e5BSoH2fIhjjxoDAPjKXX52giuYe2fTRSVaLG/pp/R+FQNSYECaFumsX4LCeIWeNQ5k44Jki+QntN36mlMq2uXse1joBs3L+VzibBaIBwmO0Hi0k+L4ETc7J5IV8YxaMVDn/fRTZWaxis89Z9uL+nqeaSOrWbq+4gCAz4vdqjjTz7eRJUNcaM82ukWZU90V2NdXeHiePg/svGOxLEdsgG+xWA47OEA40M8MZ7WL2dCmkb8IY9UHUOY+8F3jgpNmFpdBgIIzDkyGngtok0QZ68w4UUazz6RKodONUK14eQMp5J05qekPFQ2TK0j5OroJBWOeJMtKDu4BCtaKgxmG96GyDH3Do4FNmun3i4EcNRui7rV1lyU8WYA/00WnG2Gm3UOvH2P33jnUa75xKxkdSdEJHHzsR3289bnDB3i3LI/FPa3UPKOx0uhres+mQ85UC5Mx54yzMxD8clafn++JqjSDr35aDna7Cf3MwXUxuw/kQXMwMKNU/IzFquxj34o0jmw4WfEuudsUpTJc71JxSDrWyWpf+Lntp3lgzwW4JL+BOUcP9HM/zgcPrazOgO09eTZqxJcLBglALunLByv54MIRAjs6CrO9GEfUgpI2/1AicHAy+Mvj6iy/KDbAt1gshx38h5kL/RYL7oGFjZoansDD8xQQ1FyByW6Kmi+NLCeMEpPBr1U8o8mXUqDbixEEC3+lcsDv+C5cV5rBQL3uo9eL0WwE6PXIZrMYMLArTd5Fli0Bi+tokwHdNkcWlRUn1+gPZnk5M8kBOskMKLDiZl+DWUtfCkx3YyilEWYZeqbTjfDovjZas330onmgvgMqfSa6/UzGtH8ezaEArivxlzfFeMcLVi/6PlgW5+F5enMjpY0/e8OT8ECDOs6es36dZTj0yOUzMaynl4WAloN2+p4CbipwpUHd5qG8azIHwsWAmuEAuuiJz/azlMmncxgNBMYCmXnp5+vGyOVyVB+SDzjKz7s2Rb88KGDpHUDbND2S/aSFAc5ENR+kcO1A0ysW3+fnwnIeHhhTnUluk9lJFCb7ClJKjPg0E3Cg5MFTirBFtpaF2ADfYrEcljgCpT/+B8rgAzCFd8Vpd5bo7J3PC2eLGXwAxv9eKYUkUfBcbZpauZkmvdeP0RyqAKBgv1r1Ft1fqjRa/RStgINzmAzk+hoFWyO+NAEadbkF7p1N0PCEsS+suwce0LAcKa9BEMYdh4NIR5T99NlpRSmNvZPziBMFlbkDbd81i1b4IOBPA2gCaYBe2MPcHGXwq1UPYZSgWvHguYeXSJhnWw5WFvfBudR8z+8nx9BcKF2E3zd+64tZ/GLzMyCv1cjlK7TOZF9BCnJrKlpMDs4GFBvF5Z2U9YIMfqphZhmOHKL1Rnxp6jl4f3xtPDDlYtuuys+RCt91aUaqVtDQFwP1uku9Goq3qOKUu1cDWKCfZzkbfz44m+9lrlJ7etSxulnzSk21Krb1g2UZYgN8i8VyWPPzMmxFz3kONDhbx44dUkoolS7oWAuUi2qbjQCp0ui0qcC0WvEQ+C4810GcpGgOVVCt5usrpc0sQL2Wa/M5IOJzHvElai77jpeLGFOtcXSD9PnsrlOsKZCifI18Xfw9O/ew9KHmkuwj99YXZgZivhMhjBIopfHQjhkAQCfZBVR3A24bYs110FMvAeJRTE536NybVQSBgzBKkMQKb/33h/Gx/7n5575fy517Z1NsrEsjc+Is71IVW/LAYdgXpuCbZ1aAcrBdDOC5nwMH+Sy5AmCCddbaczFuo+BiyrUZ3URjfVOWPOYZ1rCrwn45681ynVzOgtJsEgf2vsyLerlHA5DPGqWmeDd3sAGApidNnUHdFabglh2EeEai4ZGLDzsG8eudzDKz4QkzuOin1AuCt2eKEp1iDc5USL8cupEyhbqDkrlDhS2ytQxiA3yLxXJYc6DgvhVpE1wwI77EeIULTBV2ZRId+BKoeUaqUySMyKvScyVSpU22PlUK7fkQ46N1et2TaM/l8pbxsXq2Hh0vSVI40sd0dowjh314UmTBBgX4rUiXihp/PJPiWascNANqSsSZRI45ioMbDvxakTKZykrmOMK1BhwgdTL7zTDVpiFXpxthvhtheqaHjriHVvBTiNEb6XuRAk4XqOwGUnLNaXVGgQ6AlBqEuZ7ERf98Lz77Oycs+p6sBDYPSczFGiq718Xgj+1DY6UxZQZq9HqsgFPHfv6fXM6099NcMgXkmeXBTHpeoEqBpi8pO99PdamzMWf3I5XrymtueX+crWatuj8QMLK8pZUFt2xFWdThc3FtxSG/fE/B1ISwDSdLxKiJXH6OgwWzfN58jmzPWqwVGCyez7P5eaGvk50fF5Pz9XFBbnEQNHi9dO+pKzYA7O+QVO2IoVxON7idxbJcsAG+xWJ5WjI4re6IPMvHcNaQs6pSClQrlPJjaU3+s0KgtAn440RhfLSOOElRq3pwXQcjw1Wzfq8fw3MlmkMBBQ1jdbI7ZI2/KzAbaQB54WFxsKK0xrNW5esulkFebHBTzIpOhcpYCcpMqkPNteh1KYBG4GBuXlMzrrmQJEj+NABAjNwGL9iPLasC3DDpQMgQ2psGMJrd1N1AuAZwOgjjALv39QEA/8/ntgIAvnDhST/nHVo+/OtDISqOwDmbSHo0FWrTDKzYMTnXnpcD+yjrc3D97th0kwXybH2xsyp3VI4Lr48GlM0f7FrMwWs/LRbAwnSCVYWuw8VHgbPPzK4sgB0LpMl8F/dZlKNwgMwFsRyYFwtwu4lG4LCuvvwMxpmzTjvWmZsNLQ+coqxIGAtNnhGgzHw56O8vcPGhsXiMPMgvHp7Pnc/LEUAw8BHh3hI8QKLaB1oWRinac308Z6Ka2dYuj+w9YDP4loXYAN9isTxt4OC9WHhbzHJXHGFsKmOl0IqUyfS3Ir1AojOIUhoy8+hWaYo4SU3AXq14xi+ff24EDlKtEapc0jDVJYlPt+6YIKKoi88DKmGaF+UZ3rKGeFBzPyjB4aLH8YrImoDpzGWEjwF0sx/a8yHmuxF67k8g/ElawW3juLoLTwAQCeBNQ8gQcNsAAK0CwJsGtAtEo4ATAnET0z3a/rxPxfjqHz7nsd62Q8onfzyH1UM+hv38GVlfk6U6BSYqFD2b9yLLJHOfhW/silBxBI5pOBgNFpOn5PDgQRUGDN1Emwz0bJQHv7x9sYi66IPvCIF69vj2U0AVYlPuglvMRg8OgKPMFScVyDrOll9ny9ZU64I1qy49S2nhOseChRKg4owEXxNn6ZUGlFOW2xVnAFKtjetUcbDBqzuFgUg30eb9ZNhliPfpaIGpUGEuzpvQ/fSBfTj5+LWF3xHlYmWLZTlhA3yLxXJYUpzmB8qBfKzKGcciHBQNtqFnOc9kl6KQYrCulEJrto9q1UOSpCjSbARwXQeeK0s6/kamgZgLFSbqLiJFgcnm0Yo5/1iRRrgosykG61QAmGd/zfno/H/eL2vFR4M8a5pqYDYqOpbAOJEAVA9Q8yQe7cWmeBjeNDB0HwDguGaEo2se1gYSTb+Ldrob6K+jdQCIaBw6rUN407RMhtCd4wFF96CHB3Dep7Asg/z//X0ahPB1V5zAZJXZPQUg2RTJRkQWFFO31qK0hDPipBmn4DbVGtOZYmuiWp6d4WZjxeDUERS8sk99rIDRIPeIH7TGVBoLBn5MxaHz4t4JayrcfKqc2efngAcOdL0KTRPd5xp4T+YyniIs4SkG80VrTH6d/Ok1wszLnzX6HPRzHUFx/44AJEtskEtw+NxbkTIuOo4Q5nPAwf3gfSk6EQG5Te2j85TW37xhFcYaQdZUTCyf4F5YFx3LQmyAb7FYDksG3WC8gt5WirILChckVhxhsqYkWxCZdphcdSoOTEdbzo7TPh0EvoswSkzgL2UKmf31L3a6LQ4alKbXOPBj6QNAGcxi8W8xKw9kgxS32AAoh9dpx3kw5ji5RrqY9Rz2hdFfk1NJHoCxPz5fQ68fQ4zsRrPaAgCM+R5OGvJwUyvEsCvRdjpA/WeAyjrXuh0I7QJxk/T52oGobaPMPgAkTfS6e/Gb//du/OsfPPsx39ODySs+/h0cu/EoMwPD/QqaQ5WSc9Jg0XbeeZjeQw4yOXhmLXsMvp882MoLPIt9GFjjXsyQO4KCSW5C5giytjSv69yvnT3vK04ewGNAb8969uLPY0F5VmKwfiPOdPPFz0uq8zqBZkkilgf+YSFALw4888FLPuvkyXJjNqBcc1KU+4TZIIivo+LQrATXmlAhbl4MzQOEn9cfY09PGQvNVJMUazrUeDgrKnekwOYhifoBJHEWy3LCBvgWi+WwJy0EFgxnOIsWgoMSCQouKKgar4gsyBcL9jXbo+I7am5VbGrlmmXDQTnFxv7aw4HMspesKc4DHj6/TtZ4iORCxfMTplCwaJHINAtRIss2OKPMcFaaCzMdUZSMUFMrR0rMZ9IhVHdgOLO8PLrq4qiaizvnIpzU8ADEiLXGVMROQvPopRqx75NMRwVANAohM6Fz3IRWAdpxBxf9s49nP3PdIWmI9YrPfRJInp85JpHPObsatef7qFbdzMElf/85cGzHygSpFUdgNMiLMoFyZ9luQgF8rAQqjmMGmfQ+0ns+4kvjDjNYLM3+9oQuZbcJgRjaDPqK3vQcQKeaZqe4YJXWyx8Ifh74meDrQtZkiwNq+r8wiIBEMyuAVZoKtGuuQOBoc+0VJ++kW5MCsuCTz4PZojPQYIa9SODQPeLt2b7TFBJnn6W8jiD/XLEcbtDidH1Nms8JD7T39BSqFQqVgsDFC9Z4WI5YDb5lEBvgWyyWw5picN8upi0B9MOylzaQB/sTVXJLkYIcUUZ8gdEB3TA7p7CVJktxAMCRHqoVD1Lm1pUcfAAUII745f2VAvRCNr/mCqMDbmVx9kRVmm0rDgqyG70gMCJtuDbSDiziGMIZfF6f713FEUiVolqC4TuAaBRNtwUAaCcaX3i0g6NrLvaEKSYCB01XIDtVxFqjl2rsCRN00xjtpAM4HSDmItwuRONu6PmTsH+qgyRJcfHXHsRf/8bReKp45TXnAen/BEQCpRTCKEVQGET1+spk8KdDjaMb5ZvX9CgodHT+vvKzA9D7RUEmZb3HKzKbXdJoZN7tc3EusZID2Xkgl+twEMsNy1BoEsXLSIZCzw43oRoNpHl/eQanOJNDQX1ZFkQzOfnA1xHkSw/kg8+ijI06HNO55/vIH27WthdnPIoWk9yHIRUoDGZyBvX6PPCuFfZX9OU/kDd9vTCAXiyb70vS3rNMavuulllnbKS2+E4PMQK2k61lITbAt1gshy0cFERKD/i751P2g8SFDF7FoWn6jXVZyFQSc7E21oStBGjWPGMRCFBWvwjrmBfT/I8GFCx5Mg/k2dOenX1mIwpmOIPPQRaQNawqaJnLx9VGw60KMhJal5ZTdjffjs9xLlbY34mRJAqt2R7ghUB1pwngAWAiE1E/p+FjT5b1norygVRXKnhCoJsq7ImAdhwhBmn0oV0grQHuLGKxHw/tGAEAnP/puwAAnXgP/uOPf33hm/QkiR+9AH+9Y45+UDXAn0TgnYJUabiZ3SnjuQ7acyEmhyqYG3KMe0wxuz0YGEuBQuDJ7kw0IxQrtrKEaaA0FuSDK4aDdj4GLyvOOBXdbTjjT1pzenZHC7NGU6GCJ4G9PXreBms7+PD0fJRnEIqDC9aedxNtGsQBNNChGYXcinMQHmTWXHIF8gufwW5SHGiUJUpAublW8XnlQQx/XjhQ58H04MCgFenMUpa25/te1P37UqALur5qNS+OX1uzHa0sKwc7qWOxWA5buO09B839lILlThacxCqfiu+Xa2NNkLKp7kBp0hgXp/RZ7tDqpxitOsYbnI9BMg+SoizmOgJQMMH+3JPdFJ6kzDxngDn44POf7CvzxYH64CCl+DOdS15vwJBWW2daal0KnoqTHHVXQCnywqedh0A8Ck8AngD2xymarsBxdZItTPgOJnwHx9VdHFd38UvDPpqupMy+J7Gx4qLpCTT9GE0/xlGjuymLL0PAn8b+qQ72Ts5DKU1Zc5HilV/5Xz//TX6C9P/lLOyIU2ysuthYdQFNQRt35zXHzlCKpFZRlAzUdOTPVxFHoGTnyHKXiSrpwTuJNrM5vE4/Bfb21ILBX9HtiYkL51ZzhSm2rrt50O8U3k9efSyQiFXerIm7Fxdna+Zi1tbnxyrKcoB8poAbRtVd+mIr0G7C2fDccpJpeMLMmDUyrTv3DnAEMB0qk9Xn6yh+AbmOngfYY4HEWDZDMZdZb/I6s5E2gTt5+GvjOsXL+B4vVsh+XyuBSsk9K/BdbKwv05BJUAZ/qb9sCn9ls0yfVovFYlkaKBChwKabUNDB33NAw1lysoqkr/EKTde3IgVPCkyFOmsQJIzvvCOAjQ231NqeUUphVd03ARAHe91Eo5tQ4MQB4r17Ozh2xDODDYCO38zcbfZ3YuzY30F7PoQnuVFPfqyiFKJ4DsVum1yAWbzOSOXXOxdrtON8QEHyJJjaAiklBcPuLO7vJLi/k2DYlZiKFLqpQtURGPMlqo5A05VouhK9VOOkBrnsDGfLjqt7GHbp50SBrDPdNiBS1Os+Ot0IvWgevWge8GYBfxJ/fdtvLMmz0PrdEyFWUYHvba0Qt7VCIB4G4lH4vlsK7DmoA6hpmcyehcWCcCC/jwBp2jmAzDXidD831cke0xkIbtnZpVWY/RiEs9ODtRYs2+HlPBu0p6ewp6cQK42H51N0Eo3NQ04m49FmAMCBPLvM8ABkEL5WLkIdGzSRR15MW3Sq4m044C/WjHCDtn19uu6H59MFgybeBshn32oust4NeSdmth3tZp/nohUm1TcslP4UXwfoXshMQnVkw8FQ3cemVRVsWlUx9pgWy0rASnQsFsthz1ggMR3mTax8mctSDmSXScG/xmhA2fT1NYl2rEsBNAcUTU+ajD7vr+946MYKNU+ik1kpsmsNkAfinYSaW0VKl4oiR3yJuKDZD8MUqcqPz7IKdiTh4G9QW1z0tQfKMxUcxOWOJnlmmUmVhudKtLp7IUbbgAxxXGaofmc7wmnDAaYihReNVrA3TDHmC9QyJ5o9UYpYadQciePqEu1EYcyT2OrGZnuvuhNx5xhAhgjZcqW6g/73JwEVwBN97Nnx/2B0dxf+868CAGz7pWcCAI65/afmXK9ef1SpuRMAjDkeAiExsUli/BQBUXcx5jm5zCitAWnNFERXK55pRgYAq0frSBKFMEowFlTN8mLRZtHhprgsXxfo67yZWjcpvyfFgtIRn563wS7Lg7Bshik2hRr2aVaI98HymjCT0CApd5FlC1VaX2Nh6lZDZlKuSGlEEUuLcucdR+e1IK1EY7xCnzN+XqXIdfjFmoLiZzIesOosDhL4exoU5wXkgzKmfqpNMzeaFSjfk8GBS7l5XD7btaOj8MhsVDrGsu5aOzjqszztsQG+xWJ5WjD494+z592EAwp2rckDAoD00mR7qEpB3GQ//4Nf1PYXi13jJEXqstUm7Y9f72ae5u1ujGNXk/c9N5zi7ckukY5XrVKGuSjbKVoTVpzFM8wASjMMrJ8GCoWNuqjH1qZzJ1lxSkgpKHuvAmD+eGyVdwMAThryqJBWadzfiY0en8+rnQhUM2nO/Z0YY1UXx9U9HJV5HzZdiW9M9hB708DcSUi8lBpmmRNfB4gE93VitBOFVd0Yvfefhs6POlDZajdtOg5tlSLUCnH23jgAgqzqsK8VRhwXbgXQCtCdBA/1EkzF3FVpNzATwKtJk7Hv9WOsXT1E90xpjI/VMdYI8PB8ilNGy382i/eNg0opYJpQcR1FsVstrZO/T6nWxmVGCnHA4H7wvS0WYTOsw59LlQlW+f3nHgiezBtX8Tbs2JRqZObyebY71RTAKw2TxeZTKQbgAMzghDrWLnoZZp+Ueacd7emloK7RAmurjtl3sfkVH6dYP1O89umsMzMPUluRRtl288DdZ1ni4wiBra0E4xWJRztkf3t0gw5uM/iWlcSSB/gPPfQQbrzxRuzevRthGC66jhAC7373u5f60BaLxXJAiq4gHIRVHJSaRBUlMtyAp15wC2lFxS6weUCUF/4BnP2UAqhk2nTW5RePxQV9SlFzH/bf50DGkzKTGuQdcuMkMdtzlpKyxRQ0jgxEVBx0epnFIZ9r3uk0P/fpkIovWYvN96PXj8kyUqTQKoBwukBvM71e24nZRGFDxUEtC5xqjsDOHkVlR2U3UXdibGn6gCPQThTa2X2eCBxMBA7aAOB20O500KzX0fZ30wWoAAjXYCLYiVhrCFcC3QTSBToz2aAFGommr45K4QqBjlIYymYR1jo+Qq3gVB3II2oQdRdTUYpm5nY0Fa4BvDY810HgO8YHn20yqxU3q6UIFrVt5PeRLRud7GceIMYqzwoX7/2jXWWCz/U1CV+ys41eYN84CA8kBoPXInU3HyhM9vPnquJQcM+FtHxeqdaYTbJMdwJIoU2Azk45RccpHkgwvkvXydK2wVkMJlbUE0AKjVTnA+bRQGTdcPP7xj0ogPxY3gGiFrYYBXJJWnGgtFjRLx8HyAf81ENAYLKvkCqN8apjpEip1qaz7rJC2EZXloUsWYAfRRHe8IY34Atf+AIAQC/SfIWxAb7FYnmqObbp4MczlPYd1DF3El2w76Nl02EmdSn4xxcbPwF5QABQwDNXsJeJFdCNFQI3z2b6mX4eoIxoqjWkFEbzC5SL/Vhb3ax5mGqHGKr5pYJY1vWz/toRIsuC5tljpSlQZz14pHTJEYg14EHBapODKqUF1o7W0O3FwEMBkNbJ4rJCAXgv1WjH5JIzFSnS3guBBhflOgKaZTeJgrq/jeoJI+bYd7YjPNRNqAlWNIoqS2C4EZZ2AX+avPQ1Zd/TyRBJH6g1skFZWyCFRl8ruEIg0RquANxC8BkIif6UxnDDAxyBqiPg8evBPmBqFL7vGIvMkWaVZi0ADNV9KKXRXcxfFAvtFvlZ4Ow4F6UWl6VamwHd4L5GA2l6FQy63MiBZ7bYk4GbT/EAdE9Pmfd5sq9wbNNBO/O/5+e9+Lx6kgJ51rgPSrs6Wd3IeEWaAa/vls9pxM9rQ9iDnj8fPNjk76kXQPna+Vr4HhY/l48Ffw64SHewEzXABdD5rIcjYNynWhHdmztmYmwecjAbaSRJilQ7GK+wHOjA9psWy3JjyQL8yy+/HP/0T/+EVatW4YILLsBxxx2HoaGhpdq9xWKxPGk42MiziLw8L7QdKXSqBfJCvlRTAMHaX7bhmwpVSQ9fDK4BoN0lvXmj4ZesDwHgwb3zOHZiyAw26m6hCLBQgBkmGr1ejLG1Q6WBCc8g5LaE5WNzxtgz2WH6Pyzo8IsaZtL858WQngTm+wlqVQ/1SgMdblYl+3RticLGCnng1xyBmiMwlWqMZTMXCFNgJoLePgcdOBCbhsygAAA2Vhw8FDjYMecAQ/ehNw8M1TZCODO0vb8PiEbRTefQjhXEqgDOeAA5HcLNLMnjWY1YawRCItQKCkBNOKhmKc0YGp4P1NcJYH8fupugtqZq5DzoPAOQIZJEYaRZMRn8oXpuhr92tGacWha7bwxl53MZTP56Pqji4loq/M7lVg1PYE2lXHex2DGKA4pu4Vnj4D4fWOQymuOHyd7TEbnnPjcxA4pafW0KuL2B49ZdGpxyMSsPWgb18rl3ftnnnot3Y0WzUn7hXAHuU5HfD3586oUopWgNO/g+FO8T++GTUxS9xjUyg/eTBzG8n81DDqZCkjetqvsYDWSp4dhyTWvbRleWQZYswP/nf/5njIyM4I477sCRRx65VLu1WCyWJaPoNsMWk4PZ16KlJGfrUp3bWXIgwE4ivLy4HsDZfYma5xtLSrZJBIDJ6Q6aQ4EJzqZDjTWVcvEtZ2V7/RieJ9Huxmh6gdk/+6rHijKS5K2eX0vRApGbHHGhJFAekKSagriitWE/1RiquGjPh+QwE44D1YcBVTHrsFXmmO8gVkC1WLT4YBuYCSEmatB7uoAr0U01xrJB1G2zWfTlTwMdB6juxORME2I1v0mjQPPu/IRcATQ9JP0Q8TwtSrSGJwQ6KkVPKZqp0BrTKV3IWteH4wNJH8CqAKLmoiYFntOgAP6h+s+A3mYEvkNyqShGdSQvpm0OVYy95DGZFntwFoefoRFfmgw4PxNhtm7Ty7PbbD3Jt2o6JHcbei1/D/OMd/k4PJgs6v8rDowFJzdmS7PmWw+0U2ysk+RrxBdmhqBYhMvnwucPlOtW2NJyLtWYqEoz8OVaA85yM9xfobh9MYPfScqfHfKuz/tFACi54HBNSr5/+n9w5q1IMePOr7M9KH/ueOClNHDvbGrkOE52fcc0nEVdfSyW5c6SBfj79u3Dr//6r9vg3mKxLFuetYp+5d24N0Y/1RgLpPnjXXfzxlIAF61SQNT0yHKQfbyBhZICyqQDk/08U9vqp1BZF1iZ6eCLVoxHNHyTvR2vyJKrCAfu/VTD9124roSUEll9qskmDhbIesidSziILFofFoO5flo4H4cCH87MEgJhojA3F2LT+hHc93CLXGcKHF11cVTNRTdViLXE6M4u1By5j4jAgeoklIoNHCBRxj4TADZWXTzYSwCRQviTgHahO8dAh+to+7Hvohn00PQ8dJWGnuxD1Dw4PhB26fgKGvNZka0CEEBCQWPUoRtVExLdOY16IoBuAr2/j3htFW2WEYVrgGgUcaIQJxHWrWmgl81aADA67HIWd/FizTwIF0gFrcd1GezARBaPwshqeJ2pkIq4Gx5r+cse+Cy3Yn05FcrmzxIH/OwWNeILsBcQB63cAKrulmstijr3VqSMx/0gNRfGQ54lYY3ccMhIyvL1Rel5TjXNZIxXZFZQnA+I2SZTaZIXHdt0FnR55vtbfC/y4vVyszb24k8H9gHky4o1N6mmWoiGJxB1FcnnNBdAL8+sfRGbwbcMsmQB/pFHHolOp7NUu7NYLJaDBmvwWefOuuSihpcDpm5Cf+Q5EOGgo+7mVpt5UWrZVaTmS4SJQK8fY00zQKqBqS4Fv7WKZwI1DuSnwvz47JseK6DV7iHwXVQHsqSs7S8WBwLlwLE4I9AtzAoAJL+RUmJuvg80qxjO9N+MJ4EwSsieUymsWz2B3YkL4c4CoGx9V2kMuxJHVz2M7u5Cd2OIbBSiuwnEhjr0/bMQEzWIVQFqjsD+ONcI1aQAolHAbUP3NgPVnRD1e+lFGeKkhofVnoOThjyII4eQ/vvDkC5QyRSg9bYDpDFp1JEVnwoHLB/X2RdSTbMItbXYUHFNkS0quwG3gyRRGB2pQimNoZqPei2X6LBdKtdgUNfWhYH+YkE/Z+TrbrnQuRUpI0kpFmAXi6aLOv7iIA7AgH6eXpvsk1xsoipLs001lyQ1ERfWSg2nlKnPi12pv0MuT+PXixl+ym6zhr28bj2bSeJBAz/PYaqz5XwsUQqw11Qk9vSU8ekv7jN7+0whLA8cDuSIM3j/+b7xZ5oHVzzjAQDb5lI0vbxWop9qHFGjWSnW6e/pqeXZ7ErYIlvLQpbskfj93/99/Pd//zd27NixVLu0WCyWJeWOqQR3TCWLWmYCC7XO01nXTw6eWdZT7MAZq9y7e7xCziUjPjW36kZUZDvWCBBlhZpjjcB8VZy8q2Yr0ibDyvaV/ZS6yKqUCv7ovOirmJkc9Ofmzpxh1sW2k+TNrXi/3G2XBw+p0sb7n79iBcx3IyilMDnVJZ96FZgvTwhsrLg4acjHmCOAQEI0fegwhQ5TiCAT9FPVK/RMCIQpNlZcbKy41Pk2cFBrbkNz1U8h6vdB1O+jYt60jmZlHhsrrpH0YCaEfMFaCJlZXiqgrVIkWkMB6Om8KnRIOBgSDiKtUKsLeA0BBA70I/PopdwDIXu/wzXwM4mOUhr1uo9eP0avH6OWHZvvNzvE+DJ3i+HnpQg/Gzww5AFbqvMgvWsGXXkDtl1dtcCvnQtIi8E9OSPxcfJGbdyhma1Zi8+tL6mwlWdpuAlb0e6VPwNFhxzO2PMzWgy8+fPgFLL6/D/fl3JWPz8+70sKyuBLQY2uioOJ4lfxWR+cYRgM9ovXVLwXvG434c8Cfa2vSYxmdRbspb+pLkuFuusXKYy2WJYrS5bB/9M//VP86Ec/wite8Qp84hOfwItf/GKIRSzFLBaL5VBR9AWvOAL9WJtMY1RoDFRcZ1c3xURVIkrKQUTNBTpJ7n7jCGCwCalS5LySao35foKhSt71diwr3uOCV27EM9CHBwBQrXpwpEAUJZjscxGwNE4qnMkfdFoJHPZb1yYY3NVVJvhKkhRelslOEpIT9ZQ2jZ5iaOzaPYs4UfBcicnpDuA8G1h1M52XI+CJLJMPAONVVDsxBfYAkCggURBJlTrIuhI6TFFjH3xPoqs01gYOHpp3qHNtPArUf0b3yJfY0U/w8tWZJt6RQDtGGgEi++vlQSDWGqEmNx8NwBfCBPtN6aDX0Qj2AkNHAbodlW9uNGqKbKsVD/W6D6UUxjMdfsURRlvPFJ8DbuY0GGCyNjzKpCMND1lQSQOubXMp5vtUJ9Drx+jGFRzZcOBnM0IVB+iLXD5WLBJl21N+r3kAl2ptvNr7aZ6dHq9QQEvrk3yIM/kAnVd+vjBdmjn7zoW/ayqy5IxTLLIFaDl76ncTXRp4su7fl+UuzJxhX1PJG8kdqJi5KC9bjMHPzqAGnwfOPChKNdUnAMgy83k9Cs14ABWddxcetKFdLggcnAy+jeBWNksW4D/jGc8AADzyyCM466yz4Hke1q1bt2iQL4TAtm3blurQFovF8oQgSQJlQmVBflCUDHBwQDr9XB7A+JJ9xnO5QCvSUCb40RiteZjuxhiuelg75CHVeRMoDu4Dh3XyVHjIMUSq6fUkSdGe66NW9SALnXeLGVJHCGPjWSRMubEV/Rwpkm9wd89qxUOckN93qjQcKeC6MvN9B/ZOzsN1Hcx3IwruvWnAbQPzxwMAvJHbsSdM8Z2pHmqOxJaRAMKV0HzAVEM/OAfR9KDbEUQm2K5mFpfH1V0cX/fgCYGJQGMqauF+9y6gtxEA8JxGB+1EkV8+QNr+VMPxgc4sXUOoFaqS3GdGHRerpAtXCNQERXYpNDRAGfwwpU62icJGYwy/G5B9I8lRqUZzpIJuFtSNN12kmnTjpE1faN/YiqjBEgfcRUtMDiYHbVTrrkDo0jnImkScpJiLJequNgO3XK6V74v+p+C0+Ly2IoWJqjQBbWfAU77m6qwOY6Gkyy8NHvI+EXw9JGkTpWV5HUd+PYOZfXZuKq7PdqxqYHkn0aYepTgA+Pm1Dvn+uWC8qLsvDjBmI+oiXax96KcaxzZz30tP0gwC9zHws9qI5RrYWyw/jyUL8B9++OHSz1EU4ZFHHlmq3VssFsuThv/wcwDGvt9MO9aFafw8kOgk1PTHk2XvbkfQNuyQMuKXvcMBoOO7mAtTpL40BZJ8LkU/fpYccMDUTzUmeyl6/RhJMrBTALu6KQDHBJpF/T0HhhxM1VxgutB3sBgcxRUPSim050Pq5JooxJkcqNePsX1XC51eF/BngGAfRLDbZNhrjsDGqot2ovGcpksBVeAA2ayAnulBTFTNCEPv6QGBhNuhn+fW1xArjaNrLrqpxs5eiKOGUjyUTgOgRljHZ5abek+PimTbEZI+FdcC5HHvCYFhSZKcvlYIIBFmKvwUGqtHsoZbCkDDBwIH3Q7ZlyIeRdN9BpIkRRglGF1VQ68fI80ejG7NKbm9MMXM8ogvTZCfO7TkBaz83NVcuhV7e6Qjn872FUUJuv0Y0zM9VDYPm+7F45lZUVEuw9KpogOMFDQQzQd9MIW0tD1A9p30HI8F0tQC8D7lQDFqUXdfzNSHKdDwYPT8xZkKfp6LjlF832puPkO1WBaeJDQ6K3bPlw/2fXBEPsgtDnJY+hQrUbLT5Hs0WmhMN9lXGPGpcJ6Ddy5M7qfAZC+FzAaII35eb1EcDCw3bJGtZZAlC/BpKtpisVhWBlLQH/qGl3t6FzXVPEHNFoRcQMsvcxZ3JMsKctFuruenfcS+QMyZWrFQ22yys1nWdjJzE2n1Kbif70SIE4UwTDEyXDEB03gml+Biyloh0C8OWjhb2/DoeNMhTADJUIMnF51OhCDIg5hePwuCg91AZTdEsId+zmwy79y5DvERP0XNkTht2Ecv1XAfmjPb610d0uQnGqKbAKuyBlaZjCRWwHF1D7HW2DoX46SGh61zMeCQYcP9HYFzJ2qYAKBdAXX/LJKHOnB8GB/7lkogQTKkqpSQEFBZ4yuAJDrdWY3howTEEP3Ja2uNOzOnH2i63uZQBY1GkN2PBMeupSpebgDF7/OBmi/l2XB+HvLnp1jguq+f4oiaxKNdqs8AgFAK9HoxPNfJAlIFT0rMZqdYc/PnSuncNpOLdB1BM0PlZy+H3W1MbwetgYJNp9QCjl58G4BmA9ZUhLGOHByc8nUXfyb3mXynSuf6+0H3Hr6GtPA5ouPm3Wg5uOfroPs5OEMgTK8Hlqvx9uyINZfp6++cTnBs0zHvEzfpqjhAzZNYX5PwskFKUbpnsawUlizAt1gsluUOB76cwR+vSBOEcEAwKAlINdDq60yakVsOcoY0yvTvXLSYZywBgK37NKb7CqMFFxx2uCkWKHYKumWlFKZnulmRKxXZup6Emw0WukleIFlsfFRsBEQZVgpu2JWl5uZBERUH0/6iKEG16iJOFJLsIlqzfXTUNnK28ScBd5YKbKNVtIPm3egqFy8a9bEnTFF1BJqbhqiYFoBYXQXmIvpiHf3+PjjsGxuvwsuy90dXPdzUogZaEwEdf8uqABsrLmKt4ezqQD/YRtgCuns1hmTmSZ9p7xvZz0NSQgGm0VWiNSpVAenSmylWBYipNICImxgZzn3vO50Iz1jfND8XveLZSrX8fOSZfGBhZ9uihKSfamyqk+QrcICKygJ830WvH0P5Go9OdZCO1jDi5xIdKTSUznX4/ZQy4yz34mLVQdkL/8+++Dw4AOj5KzY0Y4rnz//zcdNMtsbPEtmw0g5rhRkDnh0InFyWRK47orBueUTBBbxTocIRNVnqKVGEn28O7mPu9SByxyLq1kxZez7mWECDAupQDZww7BoXKyAviK44Asc2pekXMBYsbhm6rBDWRceyEBvgWyyWpw3sTMIB0Wykja5YZdP9Rd0xQ0FN+a9duXFPoVlQ9oeWnW7GAoF2DKAiTaEgsNCikDuPdrPAk5ouJXCkyDLpLpJYmdlSTzolzXOx6JL/b0XUDIvtHWuuAJI8cxorjUjBOPQopRGGCfZPUwZ9cmYWqKTkaqPaVAArUiDYRztImnhoPgRWwzjj6EfmoX44CQDU4CobQOluDOzpAk2PsvkAYgk0ewrVqoOdPXLXSTSwo0evT0UK7URh6Oa9UDs7SPrA3A6NfY8qc40b3YA09kIg1AqhaXxF98nP3rdoVmOo5kKMV/BgL0Y3Zf/EOmQWNI40q6hlWvpik6URX8IR+X0EUMri9wsdV1meU+yn0E9zfTk52lCzKEfQOeybS9AcqmD7oy202j2MNKvY0VGFZ1CgL7QZSMaKtOLcXKpYSCqzgWKxn0HTy4N7ktCUm7J1CoPcWNH++PMAUFDtCArA5+LcZ7+oled9syUndyvm+0SfF11oZCWyZxDZMWjAUXQdqhQ+c7ECPDfv58DXU5TwKJ1r7VlixAOJWNFgo+YCP55JMV6homFmtErnfUzDMfeG5VBZf7PHbc1psSwHljzA/8lPfoK/+Zu/wY033ohHH30UQgisW7cOL3rRi/CHf/iHOPnkk5f6kBaLxfK44D/Oc7E2TYWizGKwaKM3CAf3RUkBZ0t5UMCBHO+DM5qpJo0+2wxyRpizjeSlT99Ph2SlCQBTM9TJKU4UkkQh8Eky056noGSo4mKimsuCBu0LgVx2oATr8jXm4rItaKqBZs1DuxvDdR0EgTb685FGA63uKCAT6KQJUdlBWnxJmfbjhns4vu6hpzQ2dxPK3Acyl+K4AtgfAY4kuc7aGkTTJzccAM5d09DjFbiJh6MCB92A5DpxkwpeT2p4aLQiqHYM4UqoBIjawLxKsdYlbX4XCqFWqEkXI74HIYFuqNAcyuwtI8BvAs2jBLC6gt5EDbVegvuzOgCd1tEcCuBmdQOOEItKMnIJR7lDKz8XqdZmsEauRvn7vKdHBbCeFFBam5mVOZbMZIM4Og8Hj+5t46j1w9jTU+bYFPhSIypfCowGAmWHGMqmF7sqF7suc0DMxeWUwc9fZ2kYde1FqV5kRwdZMzaR2YuiJA+i5x2ou2wpStf4aFdhtNBki5/VXPufZ+S5QdxUqLG+5mDEp6ZdPIjx3Py8B4N8IO/AyzMFeYY/f594mxOGHTM4GBy4F2cNPEnvE2fwl3NsbzX4lkGW9JG48sorceqpp+LTn/40tm7dipmZGUxPT2Pr1q341Kc+hVNPPRVXXnnlUh7SYrFYnjB1U4CnFgT2g77dRVkPb1t0DCkW6hb3wxlfktGIUtAH5MEIO5Q4ApjtxZBSQEqBZqOCOFHYOzmP9lwfu/e2EScpkjiX0LAtZ9GtpAjrlNkHnbT4wni4szzIl4IKbEEuMuwHDwAQ1GkWMgS0C6QB/SxStBOFMV/ipCEP000fuh1BPzALMVGFmKhCdxLoTgJ0E4iaB72/TzaVgSTP/IlMGpN1mK0BGHYltqwKjDyH9UvRj2YwtVVDJUBVSrRVirZKEQiBo1b7aFQlvCEK5hvD9D3/HKwiiY48bhi1ROG2Vog4XI04XA3MH4/Ad9FsBHAyZyQuzOT3l96vvPkUB6uD95wz1EDef4AdeNjasugSs6ensKensLruwfcdhFGCJEnRavfRjZR5Fvf0FKZCjcm+wnRI3WBZLsRZdXJhomZpnURjVzdFOyad/mSftpmLaR+dhH7e1SXffZJwlZ9dDtK5qJVnBjiD/2hXlc6BA2meBaDrLj/vlUImnJmLaZ/razRLckzDMZ7+1N2Z7mExuO+n2vR4KHrkL/YZKB6nnwL3ztJsVT3rJkzdebOGcpEuDYr4s7MSEHLpv5aKH/7wh/jABz6A8847D+vXr4cQApVK5YDrv+c974EQ4oBff/Znf3bAbW+66Sa88pWvxOjoKIaGhvD85z8f//AP//Bzz2/nzp246KKLcMQRR6BSqeC4447D5Zdfjn6//wtf83JgyTL43/rWt/C2t70NtVoNb3zjG/G7v/u72Lx5M4QQePjhh/GP//iP+Nu//VtccsklOPnkk3HWWWct1aEtFovlCcHBC/ubD0pbgLKnNjuh+FIY6cZkXxspA1ka0rqc2Wx6xYw+STL6qTbBI+t72T6x7gpsaPomq9pSCp2syVScCcbnu5EJxLmQcLCgtigdoYY+2mieuRiYr5NnH4xcSAp4BUE222UCgHA6ZCkJYGOjDQCYCFy4Ajiu4kI/Mgf1kxmyw2xnxbmpgqi7FOTPhMCqAHqyDzFRo9fnYsr6+w755Icpjk21sVdWP50BZiKou6YgXcDxgflQwYHAZErHOH48gD9Edb9uhZxyquMCaS+TyIwJeEOAPGoIYnUVewA81EuA+RPoHOJRhFGCiVU18z7TIIifFYDj1Fzikt/0MKUsNG/LWWW+jXMxBfgskWKZyFycu7JMhxrP2DACR0rMdyOsG6shSVI8vJ9qGTaO1Yz0hCQwHHjSeUSK7F75WWhFPIuQva8ifz74GipO7oDDMwX8HE6FCk1PIs0KlSmAp8/MRD2TM2WyJYYHvfxMzWWOVDxAYitXnm3imYSsJQJ2dBQ8SQ2vRnxyh2rHygyKOdiOlTaNvvg9AfL7PfhZ5s8TOfqQLSZbgTYCaTT8NNDO9/tYs3qWx88VV1yBq6+++glv98IXvtBYsBd53vOet+j6V111FV7zmtdAKYUXvehFWL16Nb7zne/g9a9/Pe666y585CMfWbDNtm3bsGXLFkxOTuLkk0/GmWeeidtvvx1XXHEFvv3tb+O73/0ugiB4wue+HFiyAP8jH/kIXNfFN7/5TbzgBS8ovfbsZz8bf/VXf4XzzjsPL3rRi/DhD3/YBvgWi+WQwVKKuVgvCPIHtfdM0XYQoOZBrOHnIMURAk1SjpjmRiorzuynZW9xlugUGwcVXXoAkm64roM4UeiFPURRzbzW68dI6xLtWKHhOSaAL7q8sCa6GHQWJRLjFWma+ASuQOxK7J3sYzqTBymlKWsvM49NkQBuG13jmubg6JoHvbNDshtHQKyvmyJbuaFOAX3dhSZPQ4gjh4BsAKDdhCNk6F2k+xfjFahHCk48+3sQDQ+TNyVII6CrFOYKEp3qKCADytBrBfO/N5a/j8HGAPLkUYgjh/CdRzuYTRTgUx3B2rExjI/VwQ3LRvy88ytAAzUeIPH7VNS3c9FpcRZlOlRmIMiNp4qdWCf7GqOBQKx4JilF3RU46ogmHnq0jflOhDBMMVT3zTX0U43J2RQbhhzUXSpC9fhdMN1jqXcVzwpx0Msae/LxFyaLz88J2UPSQGQ6pCCYzndhcEuzBXTd45X8PkRKI43pWY8U7WvQEnOxoJ2lOUcOkbPQmorEsJ93C+YiXW6eRZI6gAvY+fkdr5QHHDwY4GsHqMnb+ppExZHmPWWJUHHQltcJrBDE8i6y3bJlC0455RScdtppOO200zAxMfG4tnvDG96A17/+9Y9r3ZmZGVx44YVI0xRf+cpXcN555wEA9u7dizPOOAMf/ehH8apXvQq/8iu/UtruoosuwuTkJC6++GKjMEmSBK997Wtx1VVX4f3vfz/+4i/+4vFf7DJiyQL8//7v/8aLX/ziBcF9kS1btuAlL3kJbr311qU6rMVisfxCsJ66GLhRNn7huhwk193c2aRYNFm06nNYVy0AR9OggDqNalOACAC+1NjRIY0y6+/pfLIiWtdBpxNheo4KVqHrCMOklM3HWFDwXBdGh89e+kCe2eROthT4ZXrnnjLBIWd7u/0YUtIPYdImIac7S7IcAGOV2MgWmq5A0xVAIKHunEJ69zTkiE9G6QDZqABAmHkyuoKCe9bodxPS5+/sAK6AfqAFMVeDfmSeLnlXB3omRLg3hVcD5vYAY46Ltkow3Mg19s2jKKjXirL4Qmae9wCcUR/i2GHIZ67Cne0IO/oJHpptQk+fSac46sJ1naxxmTSZW/ZHb8d5EBhnI8Fuok0Az4EoO7r0U+4Em2eYWe+9t6cwGkhMVPm5o3PcVJfYJSjoJj1+ilXDVfjZbM2De+fRHAowWvMyKYkqDTibnjSZca7rqDjCZObrLgX19OjldSL8uunsnO2Qg25GFQaH/RQ4okb3aSrMA3jWynPHWk9yN9hcq59qbc6bPw98DTs6Kfqpxr6+ygqQafnD8/Tc8WyHIwRqrs4GzNq8T8WZLKW1kRTx/vNGYCJzzxHwChEs+/Z7KJNqnXWDtvyiXHrppQf9GJ/5zGcwOzuLc845xwT3ALB27Vp88IMfxHnnnYePfOQjpQD/tttuww033IA1a9bggx/8oFnuui4+9alP4dprr8XHP/5xXHbZZfC8wSdj+bNkAX6328X4+Phjrjc+Po5ut7tUh7VYLJbHDQfvnNHuJhoNr5z5KwbHFScvquRmRjJLlQVOOagoSl8YztiTHSWtw7p5KXJbPkdQk6xOotHMIvKdnQhu0b+wsgPSeSb27qfs9qb1w6Vz5WvihkN0LRppSsELSxBYRw3Q8ambb6EZU8VDtUp/GlrzoOA+GaYOtgCmelVM1EibOuY7mIoUNgQO4Ao4J62CnuyZKQ3142nywZ/s0QECB6hpaJbw7O9DJwrCJU0+fIcy+uzfmCggTKEV0N1Pi1oqwbjjQWR/vfxhAW+ND52okpG6XE0aXzFRg3zmKnQDB1tbIXb2UiAcB1yaMZBSYN1Ixbim8H3hAQ+/H3OxzroalzsGc3AP5IWtnhSIs8wxd76tOALjFWlccIoBNRVzCkxUJWaHKxhdVYNSClEmkVJpLsWJIhpQeDI/Rz4OU3cFdnSUKRaeCrWpIXh4Pn3Cto/8HDuCAvYdndRo//kYvIx08zST4D1GVplmPooSGZL0UNE63aejMwubqczeEsiL1WMFOAVdf80V5l5Tf4hcojPZ19hYp/eq4SzuhsT6/vIs3vIP7gUOTgZ/+V95zrXXXgsAOP/88xe8dvbZZ6NSqeDb3/42+v2+0f/zNq961asWyHDWrl2LM888E9dffz1+8IMf4CUvecnBvYCDwJIF+Bs3bsTNN9+MNE3hOIukwEDTHjfffDM2bty4VIe1WCyWJwzpzkWpCJDhIGIxX/OJav5X1BHkiMLBHQcYxXigrA+mFzqFrrTjFYGpMLcddITAnqzDqnQEklih6o2g5/wUUC7acyE2rCOP9tZs32j2uZNummnwi3KDYgC6mGtIP2VtNhXWdvuxKeKFCgDtQvj7SKYjQ8DpoJ3QPrjIFntJV6/unwUiBf3ALB3v+WtIbA4ATY+60dZciEzCo8MUSLOetO2IBgDdBOnWGQBAPA/0W0B/SkO6gOsCY9JFfYIy9wAQNAGdKMjnjAGOhAgc6D15Ekkc3SBpzr4upqIUO2Y2QHefAXQ3AwBGNuUe+EBeRM33bFdXYWNdllyS2GIVyItw2QqTB3M8iBoNhMluO9n992XeCZaW07PTTzU2NH3sbEfo9WPUaxR0jLgSnutgvp9gdd3DXExFrvz8VhzKMjc9mGOnOu/iynK0omvNvft68DLXG6Vo5gCA+R+gBmgAUK148FxpBqNrs88B1ZTQuhNVCuwn+wrjFYnZiPoPDEpduE5h0GufJWQ8s8EN3Pjz1PSEyciz7MlxUArUu0k+E9HN7GAnswB/LMj19NyIrDgAiRVZo3KQn4py8G956rn++utx5513ot/vY8OGDXjFK15xQP393XffDQA49dRTF7zm+z5OPvlk3H777bjvvvtwyimnAADuuuuuA27Dy6+//nrcddddT+8A/5xzzsGHP/xhvOENb8CVV16JZrNZer3dbuMtb3kLtm/fjj/5kz9ZqsNaLBbL4yZvHESSlD09tUC7O0gtcwopZusZdtoAqNHO4H7Yqo8DDyAPCDngAsrdZ0eyEcbuvTGCwMVkezfgpkC8Bj2xF6lqAACqVa/k6ALkGUiOqcrZZb3A7WdfX5kMKgC050I4RacfVyIGWUkKkZIPvnYxVqFs/n2dGGelFQre/3sfxHgVOkwh+EbMxZRZXxUAe0lLPxiAZ/6OSCdDOBtq0KmCyhL40TwQz2mkEZB0qchWJZS1N++BC4imD3nsCBCRnt+48wAQRzdx1d4udvQSfGdSkwtQWsf48BoAwFDNRyfROHJImqLKVOfBXd3Nu7YWPdeLWXx2u2GJTKzyBlm8bT8FlKCglPoe5AE+O8zwbM/aIQ+diotH99MswxGr6wCA0YqHyS73LBDYo/kchZHPdBIalHAWH6BxkyNIBgYAc2GKoZqPqRa9D7WKhzhR2L23DSmlsezkYD/wHSglkGYD1b29vA/BRLUs9xmvyOxzRfp4ngEpOgzxPfNk+dmNlTaOU9yEqlzsnttfMvw+sRSqbSxwaeZkfU0WHzPUXZGNIzUCJ5+hqTjazIjxQL2fLi7ZW5YchjaZ//iP/1j6+d3vfjde/epX4+///u8xNDRklrfbbbRaLQDAhg0bFt3Xhg0bcPvtt2P79u0mwN++fftjblNcb6WxZAH+O97xDnz1q1/F5z//eXzta1/DK1/5SuOi89BDD+G6665Du93G0UcfjXe84x1LdViLxWJ5TL6+MzJOJ0BeZMse3Qei2CF2NCg7atC3AlTshwU6XZZr8KCCtcl5oM+aeAokWpEyhbcAZVLjJAW8acChQK/qrIWXdbINfKcgnUBJ98wBEOufBwcnnNkNU2Cym0IpBc91oJTGfDcy7jlxGgFBhzL5gLHLnM1mIcZ8iT1hCq/iYvNzxqC2tcktJ9Pe6z1diCOps60OU8ijG0CiIcYpANeTPehEQU0ncEbJZlMEjsnOs64+alNw7+Y1xhg6InsfjmtSQN/0IGpVdF2JRGtszWYOZid72DoX47YZAPPHQ4frgP46IIsPVo/VzcwMdYdFScJSnOUpzubk2nJh3td+qjHZJ4168VmLMnvMossN12/wswLkbjWtSKPV7mF8lAL7piez7qzU0TjwXcRJiuGAdMF7egqedDAV0oCNNfeBOYdcV+8IYHqmC+kIhCG9z7v3zqGaBfmBLzFU8xFGiXnW9k7Ow3MdBIFjOimvX1Uxx2YmqhTcr6lIPDJPMx9TIb3OA6K84LvcEAyAybrz/Srem+J7wPUzxfeBC3rzBnLlDDw757C0jgb5xc+zQMXJzkcJOM7y9r1/qti2bRtOOumkRV/bunXrQTnmM57xDHzoQx/CK17xChx55JGYmZnBDTfcgLe//e34yle+gjRNcdVVV5n15+fnzfe1Wm2xXaJery9Yl79/ItusJJYswB8dHcWNN96I//W//heuu+46fPGLX1ywztlnn41Pf/rTWLVq1VId1mKxWH4un9o6j8B3cURNQmn+i0163nZMVpVAQTutytILblLUijQmqrn8ZVB6MJhZfKCd4piGYwL7WAGVgge6IwRU1h10sq9M0S4rWpJEoV7zgdk6kIaACuC5siShYAeX4qlQJjMPejiI5HWKGvL7pkOEUYpeL8b4WB3z3QhDNR+TU53CDgMgy9hD9oF4FIm/EwDQSzVumA5x2VEBNBfRNgrFaIkii8xEQx7dzDT2sXHZ0d0EwpUQEoj3RZAuoJIE/WnafG6HhpDkZx/Pk6d9dVzAqwHOBvqjLJoexEQNyYiPf9vdRdMV2NlPzSBkZy/FjqnNgHag26cC4RrU/dXYvJH+Do1UHKPXpgAPWfaZ7mEnAcYCwHMH3+/856kwl4GM+DSQLA4SeKCXF/CKktUjZf1JYtNPNXr9GGGYlhpujQUSSis0Gj6meymmZ3oYrtK99l2BB+dS03DtkbkEa2uOCb49CYQJDd4Amv1JkhROVky9fVcLnitRz1x7klghCFzzrPV6MUZX1dAcCjAyXIGUEntm6T2cGM61y492yT1oX19lgTwF+QBJmmom264LRd/Zex1rU4w+XpGou+XPE8+28ewKW24WPfA7mVwN0GbgxRRn2+gzSe/xEbXi+ypKAwNvyVuBHiTE8nbReaJccMEFpZ/r9Tp+53d+B7/yK7+CZz3rWfja176Gm266yZi6aL3I9OoAi63Dy8QBiqgfz36XM0v6+B5xxBG45ppr8NBDD+H73/8+Hn30UbP8jDPOwFFHHbWUh7NYLJbHZPuuWRyxtoFtfYENWTAyGghEKp/yJ4mERCfJXTm4wQ5nd9mBo6jb5bpRtqfkIA4A1tdkyQ+95uaBN5AHJrGigHLEd9CKtFmn14/JpjIaB4J9ma1jE80hugYppWlEVAw2SX+cF2+mmvTIHNSTDIVe39D0cd+eeXQ48Ku4mG7Fxms/inzETgghEppFUBXAm0Y1i5Q8IbCjn+CaqR7+x6oAYn2dHHMydKrJ335VQPIZgAYAIX0vwhRqKoRWFKCohL44WAmapMH3akBwBMlxvFqWyc902GKiBpEV1N6WBZ17wxTdsJHd4FHo7jFAuA7obUS90sCGdcOoVig45myxL3M3GqVhBn7FTC/bnU6HytzPyb7G2qowhbO5k1E+EMxlIHlWuiitAij47GTN0I5aFaBVsMgc9uk5ZVtTRwqMDFdM1+NuDNQ8ielubLT7D0/3jQvPfY9MYe34kHFH2rV7Fq7rmJmadWsbmJ7pIYkVXE8iThTiJEKzQc9aoxEgTlL0+jHihI7faASoVTwT6APAmmaA2Ujj0YSC8fEKdbMF6DMX6Lx/A8P3YG1V4J6WwuYhmiEY/DzRjEdebMzvE2/PxbXsWMQ2oDzOKgb7SqNQB5GfB/eEWGybpyvHHHPMQcvUP1HWrVuHCy+8EB/60Ifwn//5nybAbzQaZp1ut7tAIs7LAZSkPbxdp9NZsP6BtllJHJTx6VFHHWWDeQD9fh9/+Zd/iS9+8YvYvn07RkdH8fKXvxzvfe97D6j5WozNmzfjkUceOeDrP/3pT3HCCScsxSlbLIcVb/33h0130JFmrsue9F1sGGLbvTzorTh5EF6U43DXS2Ch3AVg85Y8q8jr9Qf0BYMBgwkotMBcrNCKFOay4HekWUV7PiQdfDSKprcZruuYrOp4zclcfvKgxBECkLpQ+AmTKeaZBC705Ouq13zMdyJMTneM/p672MaJApw6afC96Syb34En6N5VHYGTah72hgp7hwOszaQ32E8uO2K8Qt1st88B7RjyzHXQ+3vGJUd3E6gk96/v7CGby/lddPz2pEbgUcY+mgdGjxcQLuAdPwSxif44i7U1iKaPO9sRVnsObtu7BtAOEJLGXkfjQHczvHQ9Vo/X0RyqYKjmG4/5ooabHYikyLPyRYlOJ9GYjcpa8tFAZC5FWZCeBZaL+ah3zMBr8HkQ2QCQMtWc4Wd8yYMCGrRJKdCseZjv0330XAcPPdpGe76PkWYV8505DNV9PLqXHJfqNR97J+chpYTnSgS+i1Rp7N6b9xtozc2RU1JaJ0mWDBEnDbN/zyVt/trVtGx6pouOn4cQo6tq2N3qY91IBRVHYG83hSfzgtg9PYW5OHeNYn17M3tW75hS6PVj7JJUv2C8/rP72A7pvhTrIID8M1YcPDmFgfWg0xX/HKlyQXqx6HclBvYHJYO/DDn22GMBALt37zbLms0mhoeHMTs7i507d+LEE09csN3OnTTruGnTJrNs06ZN+NGPfmReezzbrCRWygTUiqPf7+Oss87CTTfdhHXr1uGcc87Bww8/jM997nO49tprcfPNN+OYY455Qvt83etet+jy4eHhpThli+Wwo9ePEfjUKGqq1TUZSQB4qBVBSolG4GBjXcKTovTHnR0XOSvIAVyxlT1AsWorUpn3+eKt7bmgsjjlb7LuUgOKOoO2Y22C7DhJ806ySRNu1cGGdU0EQd7Jtliwy8XCFDhl+8iiGe5my3IePvfRQGB13UOvH2D3vjnESYpqxUNgxNsdwGtDuG3A6cIb2oYxv1x1eF8nxs5eiqYrcNZYFWOrAqh0xrwuEg3xvHEg0UCqgFCZjDvCFA6AaDKFSii4VwmQZh3ih1ZRcK8SYM1zqZmVHAsgVhecb1KFPY7AVEfhvk4MdI6BTprGtx+t09Cs11Ef8bF2dQOeKzG6qkbypwxPUqDPwT2QZ/D5WYgUzYR4UqAdKjOzk9dAiOx9LQ/qin0WBrvdToec3c4bjq2vyQXPEOv1OeM8UaXZpvoQzULct2sO2x9tYXSkhp17ZrMi2YqZpdjx6CykFKhWPOxu9xD4bsk5Z7rVRbVSRa/vAv4kEJN8iWd2ioPjXbtnUa16kFJgbCR/FqZnuibIB4CxZoAH9vcxl82abazLTOdOmXhuDscyoomqRDd2Tb0BZeTze1CUKzFF/f6gexVbv/JnoJbNvpCff143wRQH484KjPCfLgH+zAz9bhnMqp9yyim44YYbcMcddywI8OM4xk9+8hMEQYDjjz++tM3VV1+NO+64Y9Fj8fJnP/vZS3kJTxm/cID/+c9/HgBw7rnnotFomJ8fL7/3e7/3ix56RfD+978fN910E7Zs2YJvfvOb5mH8yEc+gj/5kz/BRRddhP/6r/96Qvv8+7//+4NwphbL4cHXd0bmD/6+uQh/9KwG6jUfSmm05/sYG6lh5+5ZAEDguxhdVUOSRHBkFf00LwAsOtBwRr/YtKiYmGW3j7FAmg6bHJTw92zJOWhPSetkRZsyt8p8KKHAdO9+KmxsDFUw3VIYW1WFlBJjI6Q9pwZZFJCOBtIE74PFmw1PGCtMsgYUpSB0LJDYAWC+Q8GcIyX2TnJRWR1IA+i0BpE0EUerEHstHJ1pv2OtMRVpVB2BB3sJuvu6eNWaGqrPpACx2omBmYjkORMBFd2uCqDbWRVt04OaDElj36UAP41gHEHcCpD0gaH1AmlEhbbiyCHAEZDHUWKjN1HD1laIntJod8egtQvMnQRPUKa5MVzB2vEhjDQraDYoew/ksxQNT5osMdsnOoUM/ohPtRLkUKMxXhGoudIEhEVJF5BbPRaJCmnkoqxkNMjtJrsJybhIBqbhSWmy+Dw4rGiBbpLr6jk4lg5l9fdPd7Bz9ywC38XuvXNGzlWtemjPhRgZrpjC2Z27Z41NJmSIXjoNBJkVau0hmgHJiqtbIYD2OniuxNrxhhl4Tk53zCBhbKRmOiCPrqph5955NBuBCaIfnFMYr9BnpeEJtGN65lm+1MokXHs6CdZWPZNtz51t6HvW3/ty8Ww7F7c7QpRsNvmzpjQNiAcL7FeC3/3THa21Ka4dtMs8++yzccMNN+DLX/7yAg3/tddei36/j1e+8pXGA5+3ee9734trrrkGYRiWvPD37t2LG2+8EcPDwzjjjDMO4lUdPH7hAP/1r389hBA4/fTT0Wg0zM+PhdYaQojDOsCP4xgf//jHAQCf/OQnSyPNSy65BP/wD/+AG264AT/84Q8P6OlqsVgePw/OpSWXG0f4+Mx9PYyN1NCe78NzHXT7pE8GKBi5b9skAt9FteLhkTlgbY0CH96HL/MiQF9yRrAcqKlCNpY7bDK1RbL1RUvKipP7rZN7DhUHcuHkujUN7N43h7lMdtEcqmB0VRXjVaew37yJFksOALJjBPLgHtCmU2fR450aJmmTte90Isx3tMnYtrp7AQDCmwH8adQqM/CEpO61AJqugz1hiHaicPOeUTTre9FOFLZknWo3VlyMbarDU0AXQNWX5Iu/K9O8zsVwjhmCemgebgUIW0B3L81oABTsV8cF6hMk4ZHPGydNvytI7w8qRh7zJP5tdweQEkiaGG2Mm9makWYVge9g1XAV9ZpvilyL7wN3I+b3rJj5VZqKoEd8iaYnsnuWB+nFZ6Jo+TgoJSm+zpalxQJolgJ5kt6zxTLMsaKakH19hZor8Mgc7XDv5DzCKMHumQcBz0GIFPCBtqYBbXv/ZtSrNXQ6EdrdNjxZReC7+QyRk+QzHpk8BwCg3YFlVUxO5UH9+Fj+kE+1usb1Z/9UB/Waj14/xt4urTNayWc8vEyGo7QwAXzFEWad4v0qZvFZUlMcRBfb7vA958+BL3OJD8vTuFs1z8bx6/yer8hAXxw+Rbb79+/H17/+dfzmb/5mKeCen5/Hn/7pn+LWW2/FxMQEzj333NJ2b3jDG/C///f/xtVXX42vfvWrppvtvn378Pa3vx0AxV9Fnv/85+OFL3whfvCDH+DSSy/Fxz72MQDUs+lNb3oT4jjGm9/85hXZxRZ4EgH+5ZdfDiEEVq9eXfrZAnz/+99Hq9XCMcccg+c+97kLXj///PNx991345prrrEBvuUp4Y6pxAQXp60+vJR5j3bJk3tNRZpggaUrci1lcUdX1fDgI9PGNSQuNJuanOpgbFUNk1IAkPAkZ01JMjNRpe6jYTa9X+weywFB0RmHKWb+OZhYLHjg5XMxrc+Fk5xJrxY6y1YrntEWj1ekCU5ZYlKS/Zj/8mPWXC4GpZ/ZWpC0/g4VUeo51INV2UXUAG8aOhqH8KbRdCVeNFrBVJZtbScKEwF1s42TOhKtcedcZI53v5/gRaMBEkV6fa/hwZ2LyU0HoELZLgUn8TzQm6SGVtXV2WUEAm4l0+gfNZT5HErqTJvd9K1zMe6ci+jnuZOAaBShSDA2QtcwMlxBY6iCmi8x4ktTUJu7ClGwyYOhpkcZXs6OjwX5dgBLtvSimeNuodCTZ5OULlszcpFpMbjc11dYX8ubabGlIz9X/B7Hio494pMDTJAFsrWKh+nM0x7+NOBNQ7ht6LRuzq8jQyBuAj6A5EiE/lbAyQIohxqYQSSA0wXSGkTzbqpfAIwuPxYJEI0iUBshpRgI9uvYuYdmD8ZGauh0I4wM59nSXa0QY40AgELTO7C5PFnGaoz4MJaf+T3WZp1Bf/pIscUm/b/YOrFCVgBNM2CD7+GKDO5XANdddx2uuOKK0rIoinD66aebn9/97nfj7LPPxvz8PF73utfhzW9+M575zGdi06ZNaLVauOOOOzA1NYWRkRF8+ctfXmBtOTo6is9+9rN47Wtfi/PPPx8vfvGLsXr1anz7299Gq9XCxRdfjLPOOmvBuX3uc5/Dli1bcOWVV+L666/HiSeeiNtuuw0PPvggfvmXfxnvete7Ds5NeQr4hf/Sv+c97/m5Pz+deTzd0YrrPV7+6q/+Ctu2bUMQBDjppJNw7rnnYnx8/MmdrOWw58czSan50aGCtcfAY7ewfyyKbjPsQc+BEYCsK6yDfX0FrG0YT3G2Cez1Y0gp0Gr3sHtvG5s3rsJIs4peI8AqU3xJunaKtynjGqk8O9hPaSDBlnucRecgey7WJlPoOGLR4IE11ay/7qe5LrrXj9FsBJjvRAh8F64rMVRxzTX6mUNOsbmS47DGvpA+lnkBMEkaNDjoZz/2sZEadu2eRZxG8JwGOr1CIyqvDeFPAsE+jHkSNUfg6ExXfdtsSMF9uBqQCbr7Xox49X9h6zzNlLxo1MH9nQRTUYox38FxdRcbJ2q5YLqbkGVmzYWaTiA8gbSnEazK71V9AnCOrFMx7UQN8lmjgCOwM+v4e+dchPs6MclzkiYQj2LVeBWrxyi4rVY8NAIqSG54NGsyF+cacA4CWePuFwZQAN3PWtZIqlg4Wyy0LQbsuT9+/jp3va04JE1hLX6a7WSsINWZizWGfWGCUSAL7hMOXEU2ANDYO03vU5ykJLHyZgGnCxHsAbQDMZxpi3sbqUlZcx+Q1pEk91EHh3Adve62IWo/o0Beu9R7wW1DVKiQUbdOAxBQlt9rI4x3ACJEVR9rpE5srdpsUDZ/bKSGh3bM4Kiscf1Is5qdNw1O+LnlzzFL2VJNVpetSJn7Yh5lUSym1UYCx+9jrPIs/2AX2qnM+agY+POAi+/xSmY5a/AnJydx6623lpZprUvLJicnAQBjY2O49NJLccstt+BnP/sZ7rzzTjiOg6OOOgqvf/3r8ba3vQ3r169f9DivfvWrccMNN+B973sfbrnlFkRRhGc+85n4oz/6I1x44YWLbnPsscfiRz/6ES6//HJ84xvfwFVXXYWNGzfisssuwzvf+c6SpGelcXil8pYJB6s7Gk8zMW9729v+f/bePEqyozoT/yLelvlyqayqru7qpaSWGiF+YNAAxgwgY2GDV4zx8TrHjBFjbHywhc1gWzMYGAwH42HGxmAYBmZYjo+H4w2DEbbZwYBYzCaBhUHQakkt9VZd1VlZlcvbIn5/3LgR8bKq0VYCLXnP6VPVmS/fEvGy3ndvfN938frXvx6/8iu/cjfOchYPlphuFPOltRKNQODhvfNX0e69czGg/E6u/d60WRkw78AZBz/cd+pqyXz2RhAgEEAvTnFwIcXNZ4hbfvvJDaydGyNtRpAtYe3/xpMC3ZQqv8eHyopXGdz53UsZIDLlhSkXTBnoxY4X7zt3MKDgCi3RgIQF+UybaKUxmo0IW8PcVPEjLDel5XzzOfkgsNLaJjsAA1LXYIsSDrfi0ApNR12lEYYBFua6WJ98A9ALtIHMgGwJOhhC4OsAgLVcYcNTgYYSVPUt5qB1iCLbgzWcBUAJQCQEVhqBFecOtEaHBy8UEGkEpCVkWCJKgXIIlEM6wbkjgsB9N4ZYahA9JxA4lVW4yTjxnMoqHBukQL5AALVKEYYSe031mKu5TLFhapTfF4AjluThvrchsdeji0yDez+YokVgUdt7Ydoxh48VCBJmr2XK3q+BSSKUJktMBrO+bzuDXz7m6kRh7dwYAHHh87wExAJE7yhQpUj3/jNCk+gNQmNzWCwAoxYw9yVAhxDjdTfPpokZ06PIiYgKSGLuS9QcTCWkcShTQJYYFydoOwAtuUznahJSBvl8jqNxgWKxhc0ixGMWw23V9VFJY8fjzCshjk7Gq2e6BtA5AiFqdB1fEA9QEnXKdODl7xAfh+dmOimYxe7ElVdeiSuvvPJObdvpdPBHf/RHd/tYT3rSk/BP//RPd+kzKysrePvb3363j3lfjV0D+EEQ4Morr8Rb3/rWb7vdr/7qr+Ltb387yrLcrUPf52K3u6M94xnPwFOe8hQ89rGPxdLSEm666Sa87W1vw+te9zo897nPxeLiIp75zGfe6fM7X1e6o0eP3mVnn1nct+Ozq1TlzFW9ajUoFL45AC7pfudAPnFfHd/1jlbDvzmosDpRGBSeH7YBXa1QYC3TxvmEtm8ErjlRN2I/bI1LuuQvf8uWwuG9pIfpthPcfnKA205toJXG6G9MsDCfoigVjh7v0zadBMFCiklV4XA7sADOp7x0TFMdANYHffq6GKyxgHNk0H5lXiNxLr22WWjrVc56gSgMkDYiHNjTQiRdksOuPYGgJkeXdANEUmBUutUaruavZ8qCmgJ172/GQL1uA/3BGMnoImThcXcB4RAiGALlHICx9cDnmAslonCEojTe08OHoDDc7WNZicX2GsaVRqGBlUaAuRDWRhNpCJ1VQCtEmBIVJ1whtxyAutQiEBDLTXLO6UYYVRo3DgscG5tuu0rTuZVzQLaEVjOFlAJnNugYD9vbtMCYnYT81aRA0LivV0THWkykubfofXJ/od93oln5nVQ5YWMRKH3GAX66b5XloLtGV3VhNINNn+bDVpl8L50c5Ehi7mocUtfhzm1Ep+p8BaOsgygiG8yHtiKsNAKM1BDHRtfj1KiBNNkEGufsdYwK4ypUtYBoHZEQKCbLZpCMZkJUwNalQHoz8fKjddoewHACQIdoxXtw8vQm9u/rYHV9aHn5ZamgFCXex4cKD5sLrHaFg1cwIukSWf9e5TH1G2T5DcV4bhuBs4X1O+JyH4FRqe33h+P+DO4F7p0K/v13RGYB7CLA11rf6a5f9/fuYHcUu90d7fWvf33t/494xCPwx3/8x7j00kvxvOc9D1dfffVdAvizePCEXy32oxsR9eT40HWa3O345qDCclNa8SfzxQF6kKde9XKniCQlJsRZ1kZ8yFQHAvFcwWcBHYsnAwFEACotzLI9cCCVFjA1ghjtxgIW5ptYXRthOMoxNiLcXpcqv4OtDP2NCfbv66DSZOMXSdjKLnOxmR/NtAu/ei4FsJ4RmOCGU1zRXTMWiSzw5OpvaVx0wlCiLBW+59J96M01kJkunZzQ8OpApTUOpLRTpVFbZZh2a+Hz9sdxUmmksYRSGoGUSOIAWW4eDToAVAatQwgd4Ni4xGIcYMUrv57KKqLohAMg2w89OuyAQfcrWJtEiJolFiOJbwwLdEMJXECJVufWLciHzkFdt4bC1DuitgdWjFuO6MZAIiGSAONK0zENsL5hIIEyhR4fBooFpHMR2mkMpZQdE25S1ggIzPvgeS3ThoPvBKAdb5zpfiVKDM+5nyAAsPPKDi0konWVYZpn6pLbz7VNzBx41Qh03eOdgSoH7ZfeW8sUilJhdZ2Ad39jQuNfdAl8RxtYaY8A0EU8cT7BTaMSFzdD7IkCnGqUuGnsvo8AsJJWWCsqIMoBCAL8CVF0FmOJcbWJ0XgPRHyGaDw6hM6WnSA3vRkYHcYwP4tuYwnr50aQ0nVe7nWbWDs3gpQC/99iYgW0ZiEGy02J40Nlmr7RWLC9K8d0Y7B6Bd91cSYOf70XQSBIfM7aFZ6D7zZ1cRazuLfiO07R2djYqCmjH4jxneqO9tznPhcvfelLceONN+LYsWN3urnY+brSna+yP4v7Z1y3XtqH3qTSVhxKlBLHFT81dp7euxVf36gs2GbxJ1fUAFeF5I6TAAFiroauThT6ObmGcDXTr9qtTjQWExjg7B78frIQSYGq0raB0FJDEHYBV0MF+mGAdhpj35421vtjjMZF7TqU0ghDiSSeg9LKNDWig/Vix8PnYFcbDnZm4WuXgq6NI/cEl9JUklkArJTG/r0djCcF9u/rWJDKgEcaqgdXIslCcHuVeVLpGpWHjut4z4VJoqQU6LQTSCkwOMMq3IQqtGUXKFu4qBkiEsBNpnpeKuCiNMSpjQZ13DXB3G5R3gzoEKfUBk6lGdi2vGsmTKch9HoGjEok+wLkqxWCmNxy7IAmATCfQBhaz01jx72nQe5RZTkYAipBsxlZdyQAOLo2wWP3N619aCAEjm5W9p7fayhYDDiVJk0Ed1QFtld3eUwB2p7BPXdYhXL3su/IwzSs6eDP8jxNrxLwMSpPRH52bYjNTQLXRVlZfrxoHAeKOYTyHJ7Yo2dtKIDHzcWIBNmZLsYSoYywZs5nUCoUWmNfEuB0VqEZCBQqR1HR59fGId0LOgSiATU806Hl+gMg/UPzNmB0GIPiZiR6BUBlhbZKKQRSIgoDbOQaD5vja6Sx+eo5hVxpbOQw33dtaUs85o1AWN0K8+39oRqWpJVphQKjEiik+y6wRqYT1btR89zcH73vbQjzPbk39juL+23cI4A/zSHf2to6L6+8LEt84xvfwAc/+MEHPA2Eu57d293RpJQ4cuQIzpw5g5MnT866B8+iFvRAo9/7ubaAptIsQhWWx+6D73viJPHVcwT8FhOJViisqI7Bju9Ao7S2oCY1wji/okgA3192d+fWClFbEZiuwknvWmiZngBBz7AQWiHReQ4aAESC2wkW55tWiBtI6tx5061jnF0f4oKDPWx2m9abfKkhsdyU28SQphFtTcDHgMQHeFyN5cZTmfH45kZXg60M3XaChfkUi4m0qyF9g2sXE6cJ4MrztCbB9/5mEOlHVtE5kf6ghFIaRVmhm+y32wyGCdD6FiAz3LARY3GpwrKhhly3mRNIlIZyoxL6t0XNZHTZhWjeDPQ+j3GlsdiS+MT6xNpoLi410TzSRXV6BBFIJGkG7GmQuw4AsacJ0YmBYQnsaeDYqMS40jg+qRAZ8BHF51BsXQoUC0iiBglOR87J54J5ApjM8S6UNvqI+k3DFoq8WsP32k4VXv/e8+fT/a4tXSw2K1Gjkpx5Igkc6QTmvuYkgBJgrlxLAVuFdudHdDD+zOmzWzYZHGbngOY6jXU5B3RuwOmswnHzhVtOAgAKg5KS5qYUOFVpFGZfy0mAUaUxKBUONUKcYpCvTXVeAYutMda2FoFoCGABUOZGNwBfiAoIRgTXR4eRYR2teI/1xpdSQCmNJAmw0GjZpJRjpUUc+YVEmhUxsW2bSmu7ApOG9aSVRbRMhwoE0dkY97JInufaNR97AIBYgTvmPN7d/c7ifhv3COAfPny4RkN517vehXe9613f9jNaa/zqr/7qPTnsfT4uu+wyAPiOdEc7X1e3WcxiMZEolLLCTq5aBYL9z+sCUAdY7p4X9Nf6VW0lgKuifst4vy28DzYZ3HM17dRYYcM45fCD+nxNbXYKFij6lIf6NVHCc0O/xMFegtOhxKM6yzh5ehNZ7hBFUVbGwSawjiBSkrYmEBqFotWPNHSAga93UsHScnyePa9YtELX2ZZtMvu5xshw77nbaJaXSENn0dk1lsxc3eQ5ZOpNXYjs+Pd+BZSrzxu5QiMQKMsK7TTGYGuCdhpjzPx2rgwXC/QvXseg3EJqxjKVAmuAFWBCh4AobZOpohxA6xBxOMKNZkFzpRHitjGN8aFxBV0qIJDAIIc42II41LIKZsGOO1kFVNqATjM3BpwW+by1gwxN46a0Edl5XB1XSILArmSxWJuBMgFr6VE8gGGu7UoNN0Tyx206OBFl/j2NvbsPGNzznFQ22XLV5WneuA/uSTfDvH6BSaERxwH66zfRBnFGlXtRUr+CeIR9SYBTJttMA4HCNEdYjCVuHJaIhEDK90GpkEqBZiAwrjTSQGAxkhiUNJ7HJxnWJkldjMthmmFBTgBRQjSOE8ivUgxxBl24leFmgzrgpub7HEmisPE4RZLu14s7ASKJGqUNELXVKaZD8Thzszmej16jPlfS0qLc6/d355xZzOLbxT0C+E9+8pMtwP/nf/5n7N27Fw972MN23DaOYxw4cADPeMYztjUoeKDFk570JMzNzeHo0aP48pe/vM0L/2//9m8BAE9/+tPv0XFuuOEGfOMb30Capucd91k8eIM555sFiWmZ882t4NOQQA0DR37YsS3kXQX53FkVgHUp4fYgLJKtL40zz941/WFwxFXy9YnCUjMwwMx9WApnSen7yDMo2iw0Fg0wY76/n+QoTZzrf7cQGoeSGP1cQS210TENkm4/uYHxuEAgJfqDMQIpsXZujKO3kPPIJRct4vCeFP2cAIm1xPRoSJuFthx7zmdYPMg2gGTdR2+OSgL2ANBOYzSbIVppYpIbgZWWm5NvDkj86zu87CQUXEikrV7zXPBKwrCkxCOJQxRlZb3w28YqtCgrDMcBuaYASBvncCqT1sFmUCojyhxAT4wfYr4XhaYK+kL7CNaHJYpoHYt7r8fxiePiA8AjllN0qibkY/cAlYZIAvLInzdLLbliixnoYYFxKC0ofWiL7q7PDFrk+b75CAzzHGkjwtYot4nSkQsXcNsW8PD5EEsNaelQbCXaNb74nIxG5v6Ydr/x6SL8GgD7HeKuq77Gge9FXiVZboWWMhZ41LJBoWwDLn/Vh78PgOu5wAnAeFIgqsgusJA3kU4iHADJSYyKGKeRY58pX5/KKiwnAQqlsVYojCuNbigwMrlsZDocRxqIAmAxkFjLFUZGx5AGAiNklMCphBIJEdqOwwCokl+FgKRkQ09WiK6j6ftSnHZLHieMZWbucew5KV9uBbahmAqcYJwFxtPh/50i61gS13O3Wv5u0N88Z6cZfccJyvdiCECE90K2Mqvg36/jHt3iH//4x+3vUkr82I/9GN72trfd03O630ccx/jN3/xNvOpVr8Jv/uZv4oMf/KB1zvmTP/kTfOUrX8Hll1+Oxz3ucfYzb3jDG/CGN7wBP/3TP41Xv/rV9vUPfOAD2LNnz7aGWF/5ylfwi7/4i9Ba47nPfS7iOP7OXNws7lexkLDnNGoVQa5+cfdMX3QIEMg5X2Om8wULTYG6xR8/mP19MbDh82Ax6qBw1bwTmznmmhEqrXFxKzDH8PdBdAPygNcmUaHPpyFVqv1usT6HOTENcdYy2mYxocZWhYqpag3g8Mo8Tje2MNjKMDg3gZQSlVJY7BHYXT83xvq5Mfbv62B9EmJfGmCp4QAFV4wZKEpRt1pkjndkqrJ0jtpSdGwDoTQw3HumhrAGwDnCAM4ec3rOdnqN/z80wH+wNYFS5MEfhhJDQ3EpCoUkaiAzwG6UddANh5gzYGIxljh25hCBubILZHuBcICmPEDvzzexfnsDqFpoBgKnBi3cFI7wPW36e8U2jmI5BUYlygMpIgUUZszC02SxiEEOdGPsa0XYKBVWGgE+3TdVZG7QlJwBdICtUYQwkjZRKkqFvR3aYSzFtiSInZHY5YZXtvwx84WenAz7fuwMytOQwKPvZOSaNdU93SsNSO1WtGIp7EoMNyDjc6281wGNQBOFrAhuNwe+mSr4jZO26yxTbgDSSvB9E0mBSAisFcquhqSBQDeUWE4E2aCWCqEEupLPmfYzglmGMbQcWrExX6pww63kSEB0vwQtSmD4EDquuWekmYNAUGKVme9sNxKWU88JeT2ponni6/B98/m6OIk/mEr7feO/NVnFehWy0wxMAu5raGYxiwdS7FoOe+zYsRlNxIuXvOQl+PCHP4xPf/rTuOSSS/D93//9uOWWW/C5z30Oi4uL2zxXz549i2984xs4efJk7fXPfOYz+IM/+ANceOGFOHLkCJaWlnDs2DF86UtfQlmW+IEf+IFaQjCLWfjRCsnvflQ6TjDAXFSN9cwIVYWuVfC58tzPFSaVxmMWv/2fCrIFdMvfPp70AaZfgWOwSlVk4tB+09gnMjVmVChEcjtfmh/y/FmufHJVjgEYA2rXHZT+vzpRtf9zE6jFRKK3hwD8yUGObruBbruBJA4x2JogiUOcOE3Wg1leot2Kcez4ObRbMZYWWmilsa1+L3YSrLQklIbthFppR6GJpGuORVQDgYVEoDCc8UmXVhKY608iUQcce7G0XurMPY685IKDx4BWKui1m7cIlK1nGhuZQitNMNgkzn9/oNFtJ+YaKwRSYHXQglYJxHgFp4qhA3VlSoCuWCAfegBNecAKK8eTEkvtw1gtv4VjG110m30c24rwAwt0Ip9Ynxh+OHCjBLpnJyi0tq8t92KsNELoYQkMcqRpiOUkwA1bBfaYbqjHRElV4+QkdL6Acb6FHhoWUGZ5ifUx0cdonml8eB6Y/sVAjzv9crLI1qNcmZ92S2KnF7ZBXS+UXXjg+zySrnEW4OhjO31f/GD+ue+cNKmAGwcVbjtzAmhRcyARrVMHWwPuo4AEsmu5SYJiIFQSg1IhlRKhJHvTRbOalEpBFX4NNKVAmFNSwLGcBDg2KhEKjbEYoahiJ2xmcbVKgHAE6IxEuCqBaN9AIB/AYAsgPhdZ0A4ORDU/+rUMmBQaDbZ/DepJFjeomlTOearS1ACMxyaS9f4Qgagn9QA3yKL9PnDAvTj/TXRP9zuL+23sGsBfXl7G6dOnEcexdZGZjs3NTZw7dw7Ly8sP+Ipzo9HAxz72Mbz61a/GO9/5TrznPe/B/Pw8nv3sZ+OVr3wlVlZW7tR+fuRHfgTHjx/H5z//eVx//fXY2NhAt9vF5Zdfjl/6pV/Cc57zHAR+d49ZzMILBiVp6DzifQpBZSro3AkVoAdhoYBbhxWUBp64Nzrf7i1nmLtHnu8cqGKptzV84mMWStfcZbKsglIazUaEpYa0fGXqwsr7cJ9neg6D2UAIrE6IH88gyq+qdiICbSS2VdZeL5LAqU22qQyQJAFG4wLddoJuO8FgK0NZkmgwkAJZVmE8KVCWFdbOjXDBwZ71rx9NCkyqFh45H3oArc7/JX9zqmSOphojJWb1YdGIDgMBFKhXdZl3TOCHxshPqCaVtg4sfvjJ3kJDop9rLM6nOLcxNjaZ9J5SJcJIAlUKbD4CukohonNAfMZMwl7TPbZrmmItQIXaVs/LkqgpUAtAMMQgj/CERWBk7pVQANcNcpQaOD4psdIIMapIDMoxF0p0lxpQ/7oOpCGKXozlJMB1A3OSogKSM9CTQ+TwokOUxYLtJ7C5maGdxljPQiwksJVhvl15vBhADgptq8k8zpV2dBmp65oOTlT53iZeubJVf+b88z0/7epiLgKV1siVs+f0xaW+VoaBayuZx6hh+hWkN1NVXWaADlCUKSBKsiQFXdO4IuHsRWloufkslk6NtqEbCowrYE8UoNDaztOgVOiGEoWuAAg0gwKDHLRqw8meNBQenpNwBFQJRHoUAKBVA4NhAHlO4siF9WZTgEvW+znrWpzGhMfZ/R3Y3kiMrUZ5dcTZ88KMt7SrerOYxYMhdg3g/8mf/Ale8pKX4J//+Z9x+eWX77jN9ddfjx/4gR/AH/3RH+F3f/d3d+vQ99loNpt4xStegVe84hV3uO3LX/5yvPzlL9/2+hOe8AQ84QlPuBfObhYPlmD3Da4gcjWS+dcMHrn6OyoJMAdCYHPaKsQEVcBdZ9RJRSsETPlhb3of87OFHeAqcJsFVfBv3lLISm3pMUpRd9WlBukETozooe+DHqZS+BxdftizlzngWRd6y/t8/EmlrbPGeqZxbujcVwbGgrDdirF+boxKaSRxgIV5qvAPhzkGWxmajQjDUYYwDHDy9CaWFun9ZiOyjY1aIXH0qcLoAAbz9KXhVa9l7ho4aWHOsBR1UNTPlbUDrDTx+Suha4W8uEZhYAtIt4rA4xBJoue0WzHynJIrgOgUUgZoJk2M9SpQtayAEoAT4FYty83uthNrUbm5lVHCY4TJT94jMBdKHDMc/kd0IpzKK9xo/PFPbWR4aCvCmhHIDpIAG6VCFyArpFGJxaUmIlFamtBFnQzH1heIfx6dgw4OYbXftasII9Ol2CVCwowBXUIvdhQuKYgqkgT1e9enfwVa1Cr4DmBysiyw0grqlBjJdBLa1s2R+77E0oFRdkWaDqYOrU40hvlZiHjVHLxFIle/+ZQOwTnQYqPA2Bz8+ITGrhk4zUwzEFgM6IB7IoFTOfUZiExC/Yh2hC9s5Ci0o/2kUY5RHjpQHwzpXmBHpaJrLDVp7kV8Bnp4BFIKdNuNGoUPILvSW01fDqbb+Pcy05Ri6UT5bBUL0Hv+CiH9XXL/b4X1TtcPKKAvMHPRmcW22DWA/573vAcXXXTRecE9AFx++eU4fPgw3v3udz8oAP4sZnFfCOaeT9NmWBBaKKoMs/AykgQCmcbw2dUC/34pwokRvc8VRK76FyAAvZjImksOg6BYCmtbx6CH7B7pIX16rHFibYiiULb6ncQhAsnbO+93H3TlJYschWlM5B7wXK0nW0SYz2qsZXx+9DoBBaLIbIwJCA4NyA8jibJQGI9LajRlqvXcmbOdxqgUcebjOERkKv7jCSGOJAlwZpChs9jAqbGCFLK20sH+9ax/IMcgV+Ht5y4hMqYytQZhrKlgXjEAy932xaAMOnleC6Vt5ZiTu0YgMIDz/ecKfrMRIctLSCmQlCvIJgmQrBIFA6CqcTgCyi66aRdSSvTmGrVmXVIKIMiAfC++sHEbfmRP01aQT2UVjo8CoNiHtWid6CVC4FDTiUMjARzKFUQaARVRqyIhcMigYRbsonESeutSqipLalIGAPv3dTAeF9hsJ/Z+Z1E2x2JCADyrgNtHBDIz7bjezBnne3d6VYQpamyPuZC4lSPfncdfC6Nxh50HAN4KVJ3CU5lGb/4qGIKhx4X3VnGNoxBAIBwA1nKNbihJTCvILWculOiaeykNpKXpAKStOD6pEEll56EZCCzLAKUC1ooKoyLGYnOMNSOTQLafzkOH5mdAnHwG/KICmrdhfRDiwk5gQTbfx9et07HWMo1OpHAwDexYA65/BxUlnMWv8hpH8v0PwPro71SjeECB+1nM4jyxawD/6NGjeOITn3iH2z3iEY/A5z73ud067CxmMYs7Eb44s2M6wHJnzEGhtnlE8880JHrB8aGaShBcAyemiQxLtW3Znak5kaGgsCUeV5N5FWE0LjAc5ZbaEUYSvW7TUikC4dsETp+HNmDdPbhd11ttl+wBV8Ebltr+6+caZzZzFKVCf2NsBaaVGS+lNNppjFYaozfXsK8DwAUHe+gPxuh0EkRhQLz8lOiHt50cYGmhhRONCAdaAY4PK/RiWRN5piGJ/xLT0bMXSwwMIjncDgxtoz6PfhJVeOfCYupIOgvSWArbDAwg0fXpsW816Ljl3TRCUSoC8zwPocZ4UmB+roksK7G6bqr1ETmjoOwiURchSQML7puNCFFIQPHcYEyrAVEGhBtWVMvuLGuTiDzzdQiMV4BoHceLdYxUHwCs28vN3RgXAVC3kP7hUDOwja4iCaSt2zDqPxwiPQqtEmC8Yru87lls4eSZAZrNCEUjwnIrhPSoXtSnAYDh0vMqlPS+Bz7Q3ImJRnakdC/xypEPIiPA8v8D4VZVfMoWb84rCX4UijjpfK+sbWaUyLBFZWDoMYaiwzEqDBVWZjYxSgMC+Qz4AaLmLCeBcdohAL+cBNax6FAjwPWDwiZmHGuTiM4DcMcvus4yVQfkyw/Q7/EZtNQjsTpx9yAnWofbEjdtUidbpjTFsk794+6/PEb+Sl2l60UMXxj9oIh7w0VnFvfr2DWAPxwOrVPMt4s0TTEYDHbrsLOYxSzuZDhXDwIfbJ2oNFXNHIAhakzLgHsWcHJw1ReAbczTCMSO3VNpf67JEJ/DsNQ4M1HYLDS+cbyPza0Ma/0Ret0mAKrg+0Ca/d0Z7PrnGghpz4uDK53M8+cqqqPokC/5ZqGxtpnhnAH2g63MutfkeWXAboDRpEClNJqNEN0OUT8CKTDYzHB4ZR6q0ljvj9Btt+znB1sZirLCbSc3MJ5PcbCXoNLK+pFLIS1FQmlgLhaoMo2udyG5IsoIUBdt8jWwIJTdQ3waCI+DP4a8yuEDIaau0LgHttkVQO5ozUYEpRSKssJCL0WWxyhL87c+oM+EYYDeXAOBFOh1m/bzNlQCTPZjrn0U7z4hANA86/XL6b1yjlxgwg1E8TkMTFF+TSpj16hxTAoc7saIzE3A1ebHzSV4/+oYCIcELqsWEAwRSTrGcJRTR+BxAaUUhklgKsAu2ZOiThs7kLp7nilt/hhWGnWLSDOO/D1Y8jzYOcFcTNzcRKjzy/35pd/rPR/4O8fJmpTCjht9YETgWiVAOHDA39BnIpFbPv5KI7TjxxrT5STAXCgRKUpGUgWcimStoRlAicBGKRCWAt24wGDcqw9CSdQgBCPTN2EVmByi92QGVC2U5c6ds2/eUpCC/hYtN10y67tQAbC6mV4s7OoUjSnd75SDMMXQURNnnvezeLDFrgH8lZUVfOELX7jD7b74xS9i//79d7jdLGYxi3snmJ6ThgJ5TrQVFmMCrkEVN6MZlXUrOR+YTKp6QykOFtYyjUcKty3gBKVnh1S53xrltqkTRxqTf7tvF+ivLhBYEtYfnAE9BzvjVFqb6p4vrCRgPCrJZeXs+hBZXqG/MbYNkrhpUhQGaDZDLPZSKBVYCs/CfBOtNMZ4UqDZjtDtJChKhbNrVDnet9TGcEjXdeL0JkaTAgf2tDAqmeoB9HOYDrWwyZQTQwM96ez+JhXxiLmiyQJCduAhPjIBng2zjwUPVDr7RQce05DOYyEB1o3hStesRgBApYg2FYaBvdZACvQHxMuQUiIMA+xbatuVjm4nsfqFKAyglCLA1/4G1gpBlpbGOhHlnK34arEfQlQoNkEVaQCncAtuHBZYaYb4d52Y/PCzCsudCE3vpksDgVHzZqB4FFFB4nXEehkADLDX6A/GOLR/DptZhUi6KrcUwgPxjtbhc+z5dyl8b3p3T65lyu6D6Tz+Sov0rBw56fKTZr4n+XvJ9zeDUga7nDRLKQAdQo+oK7yI1gFVAkFJCY4oCeibiCQ1sCKnHG2r85aSEwVISwU9KqgfQRpiOZQY8fhKgX2JxI1DhUiQ8Pn4xH1XbfDqgUqA9Biw5fqz6KoF5EtI4sAmQH51fjFxVqVcjfcr+D7Q55XCTlS33GXrTd6Om5Q94GPGwZ/FDrFrAP+Hf/iH8aY3vQl/9md/hquuumrHbd74xjfi6NGjeN7znrdbh53FLGZxJ4NBNVM7CkUPReaFO3oLVY2ZzxpNtYQHjB1gpm0l7o5Ea0zH4XPIFYlaV9eG2BrlWD83QhgGyA24LsoKW5MSjVaEQgGrE20bBPE1OEoDATK2/qTzcRx3J2TUlg5A9p/A+qjA1jDHeFIiy0oMtjILjLJxSmBRJcjyyApPeZWhLBUqpdEzTXt4XFhgevL0AONJgU47QVkqnDy9iSQOcdpUt9e7TcNFVjjclvbauGLPNASuLDNtYXqlxKeScIXXpy1wdT8QXI12iVCuYESLhuPcCJHllU20wlAiiQNEYYBuO4FSGoOtjJx1THTbZEnZbERot2KEYYDIvK+UgpQSonM9MHwIRiqhplhrV7ibI1+iqm84hM6XIGQGCNMcqejgVL6F4+MSy0mARQPwCwVcbIQJ121ydVphJCqiD032I1d0DVEYYLCVWc2EUgqFCuwYUMLLQFJYXYYVQyu3CpV6iSYD9X6ubTK5kAirl5huwEQA3efVu+9kYnzZ+SevivEpkOBa2vmTknz+MxW6MZQZEFYEskVpVzIA6jfQDSVWGiGaAekXHtGOUZprSAHozQIYlkCloIclxKGWfb8bSZzKSQ9RaOp82w2lXWkBQMfkUInVAmgW4VYpMF5B2A3s/RlJJ+SfVPQvli6hZx0Nz9N0DwMpBALzvm+BynNE9CuXXD2g48FGSZrFHcauAfyrr74af/EXf4Hf/u3fxkc+8hH82q/9Go4cOQIhBL71rW/hLW95C6655hp0u11cffXVu3XYWcxiFncyfEoC4AAKARJZA/G+i8f00jZZO7L7iDZVs/rD5fRYYakhrbgQoM9smt+J/69RlspaKSZxiNhQAqjyq2vVaf8a/Ic9V/1YkMvnXCiNyjzk2S+e9xNJWubvb0wI0GYlVjfOAAEIKAHUuEeTS8hYl8DmBUjiEKGpbrdaMRa7CboRedRzpbdhbGs7F8zj3DDHeFKgvzFBt51g/dyIbCNBicKNaxku6CU4MVJYMCJlTpqogivQiLbTc/h9posoC4KccNPNuwOVJNLFtrluhQKZAbrtNLbNtrK8tHMBUOVYKW095sMwQCCpOVZvrolACqSxxCafo9LIigkwWSEKjqniMvhrhouQTYFhfpY4+MlJamfELj2yxLjaxG2TCitZhVQKHAasIwxAVo/XD3KMhoeIprO1AIgSRWU4+mET/cGY3I6GOQKZEC3LXOMe03SL7mG/Om/oXN44WYqX3YbdmKgCzc2qskpb33WmrafhdgtTrk4nATn38PeIfdzrcwjb9TjPS+zf18HJ07QSko1LSozCIRCtG4eb1I1REiANSFz70JZ77HfN8fVmDgxL6NuHQCIh9jShhwW65iL4ukdKo9AapdbE7ze0GwDUE4E73QLUFyE+A3CHY0MnarfiGkXHtw3l8DsHOyGyGz/fgYfHia1v/fGtxPakYBazeLDErlJ03vve9+Jnf/Zn8d73vhfXXHNN7X2tNfbs2YO//uu/xuHDh3frsLOYxSzuZPiVLa5eckOowAP0gaHTsPe3FMI2j+H9+PQBoM7vBoB9TVnzna8Mz98Xha4NMvt7FEoLfAGq4BelQlgqjEphXU+4OsrncmJEorzNgkDs0OyjG0lEoaOl9GKiuDibTlrBSJIAZZ+O1UrmMSxOUTdQDnYqCUYYbwH9jcNoGRHtcJhjsZsgMfaXrZAcQVqhq+w2ghgn4YBxf2NiwfE3j52FlBJ72nuMkJOSEBYiLzUoafEpNSSGdisxPrjnOfE7Evt0Ee407FNDWoaOUkBjLqZqZxIKVEZkG5ufeV4SWM9L7FlsWZpSUZJOodtpQCmFI3taGJXarmK0U2qIJMIBUM5BF/PAeAXdBjVHklIiSQIk8TLWN1edC0ti5qBsYZR1cCoa4fi4RDcUOFxodDsCNw6Nw0te4bJujM9kG8DmI+hzogSiczQuqlu7r7K8RLMR2XMECIQrrTEsHZgeTjVQ4vHnxlWnxu5+XUycMBSg7wEDe6KnaSTafXd4n74GA8C2FRpLSQscuG0EAlIKex/Z0KFxrckwMgJXFtFyp9rFSFoxbTSuoE+N3MfPZVQFDiT0qICYjzEyxygmpaVE8de0GxcYTBLPUYlWYZAbga2ckLMOA/7RYSx05wHA2vT6onF/HPjvhl/B58/54f/XFzgDjur0oAhB83av7HcW99vYNYAPAE9+8pNx44034i1veQs+8pGP4PhxasKxsrKCpz71qXjuc5+L+fn53TzkLGYxizsR3JAKACqPAsDVMb/KNTCNr7h6Ns3B93nwDLojuR2cNAKBQaEsn7kTCZwYOf5xEgeQUtSAVmp+Lw2K2NyaIJBNICanHn81IAkcgI0knfdi4ir4ftWa7PTqYKHSGkppC5b6W31ye+HqcbQOiBIiGFIzp3gdg60l9EZE0VlaaGGUK2wa3jUDtgMpHbcXA2cmCr09DfRzhdv7GXpzDRQmuypKhXYa4+YzW2inMfZ3Y0wq8sKn85NYakgzxgKR1KYplgOFvgjRH3emfvgUBYBAj28PyWAzEG6OACAzx0gjSdSmrdL4lye2gRRAFBxe1egkge00yqscW8aRSA8eBTH3Jar2jg+jtY+SpGYjQiAFTq9uodtcwEDcDOTz0Kbqy4nBWmGq+M0Qm70Ya+PKipHnQklWmVWLeN7RunNyAbkgRZFEWVaIQolKaRSlgjLnFrVjCyS5SyqLNAHYyjrTnKjy7txfiBMurCNTLyZOfndqYpiiw0lanYPv9BTTq2H+vHKEYYCFXmqT4pOnH4ZsK6QxHj4E6F5fo8yMKo3lhHzvUykR9nPoUQnNWci5nMB9VkEPS8hDLYhWhLXC9CMoNW6bVCgVOSCNKg0U83VaDkBVex0CyRlgsh863wuMDtN7wRDAPA4ud+3qE48fQPfmqbFCGspaFZ4vmxvync/LnhOzWcxiFhS7CvABoNfr4fd+7/fwe7/3e7u961nMYhb3IFwFXwCS3CZYSOtHPyfQPiphq8mAqzZOKm0r4sTnJws/picADsD4y+mTSltaUKU19rQijCcJpBQYTwjYc1WSQXe3nVgA241kjW/OIHazIBBGPvx8rj7FSNS83zliKVAUBFBlINCM2xirgasei4rEi/E6RJUA+V6E40dah5iirKCUQiMILbj3bTx7sUAkJU6NiX6T7mlgPdP42k1rAGDtNIdDsge9+ewIURjgkj3k0kPiZ3IcGZVE+djIqdLOY8CC6Gmw4ydkvh1hIOpWm62pbqGkXYClGZmBQGOphc2CEqJOLC2FJwmFpZM4r3htffCjMECv3UM/W4ceH6YKs3mdx2C9P8aexRZuumUdkA8BWt+qJ1lVglGeYqPMceOwwMXNEIuxtL6u3VDi2FYAZLQqgOER13zLBPv5t9IYqtIYjwt0O5QAjHKFEYBeI0AgeOXFUXSGJY0Jr3YVxnWIx7gbue9QJ3KVaX8lhYPuQ0ebcjoSbTvscmM2OSXU5ZhUGgvNAN46EwmZ4wx69BCIxY8B+V4gWkckKYlxYlqJQlOmq1cntkuUHhki0qCAONSy/q0M3welwqhSOFtUWIwCDAqNQgdkkel78NuT3A89WYFIvwVtAH6veRCL881tm7JgNhAuQefr9MPn1+8UfF8/aD3uH6zXPYvzxq4D/FnMYhb3rdgJaARC2Mo7Wy1yrLSk6TpLQEYKwlIMqFnIyWLASsNWLrnqycJOoF5lXkzcw3xSaSzPpzgXhyhKhbKsbHU7ikhEyHSI2Hi7Ty/hbxbagC/SAzBY8IGr8xwHlEcZAsgxZjwp0GxE5PwSDC1XWDSO0/8rsiPUZRdFdBPKgmggzEuvW4g6lxSu7AaCtAirE1rNWDnYA0C0l9OrW+ROMy6Q5SUW51N8/Qw51Dx0qYn1TFlQvtQQdr7oANvnulB1zr1fDPYLylwlnq7uRxKG7lRfAeBjSgPmD7WZm43a53mcuXLPXX7RXAdGh9EM9qG9ENfOuddtYGuUWwvOYbbXikMRrwKyBKoUa8UY0Rj4dD/DYiRtJ9vFSCIKcuLFFwtA8zagWLArQ1IKlEbjMZ4UGE8KLMyn1umn2yHx8DCUpqmXRJYr2wuAx6TS2nZTXp0oLBrQ7HPIK+26B6+aBKQXS6xlynZhVdppUFhQ3c/5XqEkjlcMzicMXWqQ5oEdn7K8xMmzh4DuV4im1P4GoBIcatA8jCuNxUhiXGmi7ZQKCIWr4GfKqXydaMAmAIXSGJTUxZbAvQZUA1AhEJueCOMV632vM0rk9Oaj0AwX7Tgv9FKb3HE48T/sahzfW34y6ovHuecD/d3Znsw+qIH+LGZhYtcB/r/+67/i//7f/4vPf/7zOHv2LH7qp34Kr3nNawAA1157Lb74xS/iWc96FhYWFnb70LOYxSx2CKamBFPgttIaEZh/v3O1ENjOnWcBLgPoQIjasjlALjXLTaKXMDeZbTMBThLoIb2nHSNXGiOvo1Nklum5cRNXqhmYDkvqPFuWClko0ZqLUXhJSCyJt8zWecxlH5oGSwzGmI+d5SUBdpG4CzcOOhAVEG5A6AB68Ci2cEdZKnKVKRTm4sACfd+NqFCwFXcSMivwn93TI4H9+zooSoXTq1toNkKcXt2yPvpHpUArjXFmotCNBKSQ6EZOZ8Ci4UC4CjKDJJ4Hv9kPU3ciQ28CgEFBn8kValQqC+gFkEIY60JVA1MAJUx8jG5EYmYflJZlZXzxvxdRR2I0KRBG0lqQ+vOdNiNqMqYSongA0GUXIs+AIMHasEIqBxhXGuNA45TpYHvjsECRzxO4VwlV/5Wbx0ASZ53HNQoDlIWy/+9vTNBsEvjn19gtCGAqGa1a8ArRSkvangzsdNSI+D7V2CyAgykNcq6oGRyLsKnKT77tfhMzToQXE7nNtccHsrZJmVLW7agsFJpRD+N8CWitA/kCuvP/hkHpOPjLSYDQOGSh0hBJAGU4+GKexkt0I6ATA6XGqNK1xlYbJSWoRdFxzc6KwwTsAbLtzJdck6tsCb3kYhKue/GQAx37O9+PgBPM8gqIbxHK48x/mtx9+G1K+g+mEIC4NxpdzXKk+3XsKsB/zWteg5e85CUoS/qjI4TA2bNn7fuj0QgvfOELkSTJzCpzFrP4DgW7zPjVWna+mVSusZJP5WgYfvt6pi2vmkH+qbE2gJNA/kJCvO7EE3D2YlnrLJsZSoPv8c7VuML4waexrFVDGWRyYxumAwH15XultKUN1ZtdOUBA1of1cYkkVZj7GxNkWYXeXAOnB4CIz7iN4nPEM86WXBMh7AXghLM+DanwdAKNQKIVO6vKVggEQtrqOHGuJVZHlfXMr1RpK89bwxynV7dQHOxhpRNiUin0Q7cKwv0FAjPukbW73LmLJ2/jC3O7kcDAUHeCwFmO+iC90sQtZ5Dq3yt8vbxfXsHIMrbZDLBnsYX1/ghSCswnTQuiAVj7SimlA+FFSg2TAAKRKjErKS1slH18Y1jgYh0SDxzED4cOXBfXbC+SqGGPw+JgpTT2LLSQ5SUGWxMs9JzLTFhKKFWgKBTarbjWZI07LDcbke25QEkVve9oNpw41mlvhRKWu98IXJMm/36stPPQ3yl8KhZgRL1pgl6X6FxlWVFCEmXQVQui9S0Mxj088cDY7iMNBAYlVfC1aZ0sLySwrbMKIgmoal8pwNxjIzMONw5LrBUVBqVyAN5Yc2puZMWvjw4DwRC95GL0R6dx8cHDAEizsjif1npubBaOckZ2sJSIK75HpdNC0DjBzgGPZ72z86yh1SxmwbFrAP/v//7v8V/+y3/BkSNH8Md//Md40pOehKWlpdo2T33qU7Fnzx685z3vmQH8WcziOxQEkB1gIScVspAE6KE6qRwoZCeWQJArzKmxrlFDOFHoRiTaG5XkA54EDtgwrYOsNGHBPwPHQDAHWdsHtk/BmVQaC0YUGAhgwQCOEyM6ifGEmheNJgXSRoRKk6uJzx0vlMbEOpaIGrDgc1BKIwwllhZbuOmWNQJI48MAAJEeJes/03QJwQgQpa2aFiV1dy0UVx2p4joN0gIBQNL4Vho43OZESuCGfoVLehE2ixBfz0t024nl+Ge5shSXo3mJvd0Ec7HApKIxOJhKU23XKECcbd8KlMN1X3WUIp6HU+PKOekotzpjGyoJShqIfuWq1YxfGx5di0Wnx/o50mZk5omuKZACW6Mcq2tDzM81Lb2p2YhQmSZUURjUwD8AokbBFBLLOQzkBIN8gFNZZnnlxycliTuDIVAQvUophdyUx+fnmmg2SAjMdKwkDi29JZDCuhs1GxFGk8K+DgBFobA1HGHfUhuFkgC06bHgztX3bWcHHV4liST9f850Xj2YBtv45cOSviu830mlbSIHuISK6T+VRs1Fp1KaEtRzK5QUjVeAzg34xpCuMZUCj2hHuLgZ4vikxMp8AnXbkMA8AMHWmYmEWG5DzCe4behM7kNprEnLLlFzypQ49qKsrZYwTacbkn3nxQcP23EEKCk+mAb2GuZi15TN/d2hPCMQAtJL0lmczGO9E+d+OgF90ITArNHVLLbFrgH81772tWi32/jQhz50XhtMIQQuvfRS3Hjjjbt12FnMYhZ3EAzaOLjKxdQdBnZMb5Gi3kGSK+8MELkaTVaa2jT3kbbSD9DnezGLbrWl87CIjrp2EnTLFTAslbc9wE8WBpSxdI1sAFN5H4zRTmMkcYhCAYtN1yyKGzhxYkI89rrQuNLkoBNIiaKs0EoT9LMEonOD2WhI9BxRAcmqqyqbKI2V58a4wFIjRiSJsszjuNLyQaCGErTawYnSQiLwsDnnDnLZoQ42C40bbj4HwHH8V9dGFvgPu00cNvz3tUwhEBJzsahRl6ZBPluFAu76+RyXGtLOJ+sEKBHhiXAdgvvGTakbCbv64ldRKw2sZ8okTU5EuzXKqfpdKhzaP2cTGH8cu+0Eg62MrtnrwGpdWnRIFfpsL1C1MFDrKDW57UdCoKha0MNLgSpFM+rZewQwugFDsWFefZaX1oGm2YhQGsE0J43tNLaJ3MJ8inYrtpSdhTTaZhML1Dnj/B3iYOwVS79/gQP5exuy5tbTMuD9fLS5zYISgNNmnJM4RH9jQuB++BASio9XcFtwFADw5IUExycVIiFwWTeGvmUTYrkJdI2DlemwJZaaQCBw3SDHdQMSNQPAsXGJ0XgPiaRVg2hQOoCuUteVGABkhm6DKvpRKJHnFQ4uk01puxVjvhXb7sqsReBh4sZ7sWQ3IUflozEU1hrWXxGZBQCIe6nR1Wx878+xawD/y1/+Mp7whCfcocf9wYMH8YUvfGG3DjuLWczi2wRXVbmKCBAIrLSrOk43gWJBK3+Om+tUuk7LqDR55PtNefxKpqscY5tNJQF115n1YBpgUCj7wPZFvLG3osAPe6ZcSFMZTrqJPTeAO2K6FYnNQm+jRNB+KlRKIQoD9AdjIA6tQFDEq+SJb5pd6fFhIBpgMCQAWqk5qEpDSmkoLHRdvBLiax18QMiLDJuFxlJDohXSCsjtZnWC3V2iMMCJ05smkSAKhpQS/ZhoGWlINKiOdvxlToB28hMH3Pgl3nYFnPsLNyfzNRcd4xJz+6iySZOvM+D+ApXRO2yNclu1DSOJQ/u7WDs3og6yprEZRxQGKEriw2fWOD4jYS0ABEOyygSoehyMyGt9+BCMRrzNiObGWDSyO1HHjGNgHJnIralAFJKAW0o63nhSoCgrcw9MyGlHaZsM0Fy7/w9LjY3cJZvTnaCZsuWcibT9ThHP3jnxMJectRR+Ykbz6V5gW9Rc0TydGJVot+haB1sZFuebyE4/FEN5IwnFW0dtU6uVZohuKHGoGeC2SYloOcViLNFlEUAgUMQSa7lCVAkMSoXlJMANWwTwR5Wm70GDEged7XeWmDyXeg+aESUMexZbdn75fl6eT7GQ0IofrRhpm8DbfUi3UpEEbHHrVv24UDAD97OYxR3HrgH8siyRpukdbre6uoo4ju9wu1nMYhb3PBjcVtrvYLvdQ50BIkDL4EQFgGnARNXCvl1K1zVvfO46OR1cOSYRrlstoONpC/IrrW31c9oDvJ8rS3u5feQSgD2tCHPNiPjeOXmik6MOXRCfPycWgRCYaO0d31BVTKVUKUVV5ElC1pgAdbJVDaoiywlE61vQk0NoNYi3zNzsditGox0aAOe42SwgLBSDeQYq9JOsRmnskgAYlgL9HLhkL4Gjm9cn6M010N+YYDjKIaUkv/6cV1bIuajSQEPw8YRZXXEJms+n59WMwANNUmg7RzTmGnHIVCu6b1x1mlYeHLYSUJpA50ausZYp9LpNbG5NAAAP29/BrecmaLdijCel5eJzdZyr5pysKaWBqgs0j5uJapGMUhAYF1VqfdV1aRpYmapypPYhjAPIQNScWsIwsCsK3XZoHX58B5oolFZku7mVWSoPwJatAVTlXiMKmkvkWqGbd36Ng3MlpkaR3kEAcNVrsudUdkWlwM7fKbbP7MXAgVSi0om9hv5gjG4nwXDdjMv4EG7QZKZZ6DH+XTfG8XGJf9el1aYiq3CcV3SKCpiQnuG6AY3PqazCjZtsabPf+NovUfJgVrOa8oClVQ0nmzg4P2f/v9hL0Ztr2HOfVBqjklYruAneqNRWaNwK6x1qiYvv9e/Qjo+/Ez3nQQ36Be6lRle7v8tZfOdi1wD+kSNH8MUvfhFVVSGoeSi7GA6HuO666/Dwhz98tw47i1nM4jzBDXkiKbCZKWc/V9Z9z/nByg9P5x/vHrSRdC4ekZSmAQ2vAGgL/NjVggW20w/dwq4M0MM7kiArFknCXX7YKw0jRpTmwU70HgZOmwUs0G2nMU5s5jjUjT2ffSCCT03RNbvQQhmvfqWxuZWhUlSJJ9oBgRcRjEi0GW5QpbLoAuEAw/HtAIBFXILAgFUaa4Fu5MAdd92NJI+NG2MOK1D1qrm86nKwl6BQCdbbCVbXhkibkbUOBYDlpqNxtEJhO3f6VCafLw/s7CXOiVxkuPidyCViJMIWxmWHdBt+o6xYAoNCWf/7VihwdkLOOQCdSxyHqJTGYGsCKQWGwxyhucm4es+aiqyYAGFGjjgA0XVUQlV94Sr8erLifO+z/YAosbAntVX2JHbPoNS4JDE4D6TAOUPvAijJy/LSOvuE5v/8fpZXSOIQSUKrPEsLLTtuPF+BWSGRgpJjtsWkMRe2iRaD1OnqvBSuq7Bvc8rB+pFpjvmmWfXIsgr79rTxpa/eDiAkt6dkFcLoR27cPIlBOcG/68a4cVigGQhEQlgdw22TChuFwqm8wqmMqDxrRQVoU4wrW7WOtIjWEVUHgdBRyfYv7UFZKlRK4dDynH292yaQ34sFFhKJA6n7+5GGAg3vfmSnHM8O36PVudeYijaLWczi/LFrAP9nf/Zn8fKXvxwvfelL8Yd/+Ic7bvPSl74U586dwy/8wi/s1mFnMYtZnCcY3LG7CUeuyHaRm/UwKPQtEPlzGzlVEn13CvYFb0SuPTxV4YX1ZmcwzcI57jLJVUnm/QPsTS9qlnm+sBagjriRFMi9/UaSQHxWahzqxlPddoW9Bj4e+2YDlEBsTepdOIuyIgoIV4bDAYFKmQFFixx18oFt7DPYzNBsRFiYb5rVA6pkr06Ygy9rXUvp2uuuIAy42ZVlMXEi3dtHivj57Qh7Wj3baIqBPX+emyr5XT452LZxOnxud+0zksabEzU+P9qGmnZR0ubGuREI3LRZ4fQW2ZYudhJ7zEgCC80AZ0oCycNRjmYzshV8+zMjDjx06MadZz86R2MuKqogGwtGpockcYiF+Q6ajQjjSYHFXmp59wAB9jCMbVU/NGJaPjbvoygVxpPCNsRiJ50Q8MBqYt1yfDoYOefQvny/dg4SsmubNPN2/DtTTyI4J6Rp2o/S8BJYWlVb6Rja0ChE//QYh1fm0d9oYrCVIVMD21gM4QBr+TlcN8ixGEk8tBWh1LAUnLW8wlqhcGprjlasJvspyTJjrFVC34uyS9qUfAmFHmPP3B4EZpylFFgyLkV+5b4/ICefNGqhGwnj0lVPbuheMtvn2ibEO61icELLcWpM2aj/vXhQxoN19WIW541dA/gvetGL8Fd/9Vf47//9v+NTn/oUnvGMZwAAbrrpJrzhDW/Ae97zHnz0ox/FZZddhl//9V/frcPOYhazOE84egoBDq68Ljclbtqs7ANRCsezB+rVQx/U+xXw5abEwNhpKk3i0s2iwoGUPsBe6hHqTbT4GAxo2POauPjuGHVrPEcZ8ptt9WJOYqR96Pue2fRZd0xfAEsuJOSq0kpjFKUi3niVEqAHSKioA2ePOTZ2gKaxT3+zi3YrRn9jAiklDqRUteZEiQGcr1Hg63G/w1wvjbHvdrTX8PP7uUKlyTXH9wenzrnu/8QFr4+3fxwec6WdGJpXGZiCA2jAc0zyufb9XBvBrdNjTCptG3hFYYCFNDKUKjqptUzZVZQkDnF2bWir9gA1NOPfs7yicdaBE9eKkoScAERykqr1GdkzRsVBuu52bEHmgb1de801kW0gUBbKcu2V1PZ94uUHGGwNLfD3nV94lSYx1W5OapyNK43p6oSAaQFdWzmRQtukgIMTsunvWqF0jYfuuz4xlc2fSz7NpV4TSRxidW2IMAyIhjQ8Am3oZmJ0GAWAIuoTDWczR6lAVXoAzYDsUqESYHKYxl9UVo9CNLWMgL8O0YzblLANc1xgGrdJKVApjf37OuhvTHDBwR6KssKeVrTtXmKNwrRQeWTchPjvFl8nB1PafJ2Iv5L1oKXozGIWO8SuAfxWq4WPfexjuPLKK/H+978f1157LQDgE5/4BD75yU9Ca40f+qEfwv/7f/8PSZLcwd5mMYtZ3NNgABKYZW+fArLUoEY9BDYdHxuoUzgYbPiuIAz2lXY0HOfOQj+5Ys/0D36f98EiXbbw5Momb8cuP4NC2c+wnSbHeqatyHO5KZGGbv+8WSBcgyf2GgcIrHKVlwGmlJJAjKHo6PFh083W+HsHGYQoLWiCWLHe7d124ry7vWCaEY+hP77TbkYADB3GVYZJ4CpriQBXh1mI6AC7NhaL7vg+2PeFzrwP1lK4DqB1EW2lHRDtmFUf6lug7fkGQuD29SGWek2sjwrIVmT3v5hQF1eA3HJarZhErebmLAqFza0JAetiAsiAbEm5gu/91JMVl3AVC4gb9PgKpEAYSsx3yWN/YT6t0YAAouFww6vCrCZwBb+VxtjcyrC00MLIcO+zvLK8fd6+KEgvEAhKXFZabnAZsK9OnIjWn3eihDEPX1vwysknd7R190hdVD4sHfWH7gNaobrAnEMsaSVrcT7FYCvD/n0d3HR8y+oVEA6AfAFrVQtrcoKV7jmyFzVUqFHZdRx71QDyeSAauM9zwzdD0ylL6t3g6ynCMMC+pRRZVpkGbgTulxo0Dr1YGDqgsFScac0NQm3ddLi3hR8+7W8azD+owb3AveOi8yAe0gdC7Gqjq7179+If//Efcf311+NDH/oQbr75ZlRVhUOHDuGpT30qHv/4x+/m4WYxi1l8myAPe2V41U7AlnqOOexm4VcSNzNl6THsdKF03XklMEI/393GpxBsFlRR9kEMJwQcbL9I1VBtq918XLLHdNU634mm0jCOLxqdaDtvmYSKrirKNJjCUE9GppMpi2yjUKLZDDEc7UEhSJgopu0aw4woPMYnHyDqRllSR9FJHG2bA9Y3+OCek4Dp6qWyIJ5pGRrrmTbCS2059o7SIMzntMfxJ/DtjzMnB75uwtcq0Pva2GWK2koNJ0jcgRUAbt5ywsczpnrfbTcwGBXY24mxmEj7Ph3TnIeX/ZTGKpN6CShgUhCAjNbpHw97vEpV/GKB6CFFF6haiGTTUm6azcgCzV63ibKssDDftCJapTzXHjPoMhBoGq9+VZFDTmiSgG47saJfAFZwqxQ1zMpVhG4kXdfk2HHuY0nfu14sa/PLCVGlNaR2ifK0fanvIgXoWmI8LJ03/lqmTGM3YefhUDvA10c5Du3v4ugt61jqLWB1g8C3Hh8mz3oznsfPHSIXHObVi4q6BocD6PECJbmTFee1HwCtNDG2srQiMp4UUJXGvqU2ANiK/r6lNpTS2N+NcXqrAK3jAXsboRGW0y55BcKni8WSknEuSrDgn++lVrhDUjCLWcxix9hVgM9x2WWX4bLLLrs3dj2LWTxogyk2XE2/Mx0b1zNDG1AakWffGAjirramwD4A64POzXp8FxA+PuAqvYFw4NxVj7VtMMXVRj42/dQWXBZKOxGnXQnQtisq8djpdR84snjx+FDhkm6AyDs39hv3w8cFRVmh3QgxBpAkIcYTtt2UlresgyEVsERFtJxsqU7hUQkGmxPs39uBUny+7lwjL8nwz8FqD6boB/510e+0MsGCTHdt9VUQf56ntRRckefPMc2JkzXfI9+n+riuxzR3LUOLyCon+OTzjaTAUjNA1ZCIpKvO8jEzAUfJCSUyjx8PKLTSGMPxyFljlnPE8wY55Yj2N4iaAxDwlBlaac9SZsJQ2n4IoaH8KC+ZYMvLoqxonjxaEACMCxLgbo1y9LpNDLYmqJTz8g/DAIOtDN12gkQF2JqUaIURIlPeZJch7usAEPWJT4G/V9zvYFIY3UoF66zESbSvFelEwiYRaUh9JTiZXm5KS9cB6D45MVI4sqeJo2fHOLC3i1vLPnrlHjrHUQeFKKn7rKiAqkUdm829rEdHyAp261IkcYhWK8Z6f4R9Sx07xsNhbsdsoZeiNCsbnLh1OgnG4wLjSYEDiy1UGviePYmt4C8mdG/4ySjfb4C7FqYLForuN6bibNc1zGjnLsS946IzK+Hfr+NeAfizmMUsdidWJ8pWrv2q7KBw3GZ+gO4UxN8WtjkSYJrEaKJPsI1jpWlbgKv9wjZusu47nl81Uz/S0FXrc+U47o1AWEDTiVwVniuOSvsgvt50CyDA08+V3X5kuPo+4GFAdLgd2HPk9xHWRbYEGLStFiZxiEAIC+LYG53oGQQubUMfwPDwhzWaAmSGVqtjHWD4GJumAWhsLCqZBtPPCXwztuTqJScqhaqLCiPpOnfyOBAlyVSOpaM7NDzA7ic2ldYWiHKkodNjFErZlQHf9pTPkQWR7JIDUIXafV5YIW6hhG1k5u5VTRSsMEC3naA/mBAHPqHP97f6ZDvKYuZoAIQDu3qiyy45wlTGxUUlSII5KKUQhc5umSvwqtJASAkFu+AkocBqf4zxuKRVm0jWmnE1myElAUkTo3FBjjmxE9YGUqDZiCwdK8srTKqoJqplGtNiIpCGBEynV224Ys+Wmj6divUnvVjUOkDznEx/D6gHhZtTXjnIlcbeuQaODXPs39vx7EgjYPxIFFUOdL8C5PMknC2MZiFfQrfVQu9g07oJXXCwh/X+CACwb08bWdc1A5NSEOXK9AwAgP4G2bp22g2MCoWHzIVYbkp7L/B9xs5d/j3Kwd8HHi9fUMu8fI4ZuJ/FLL593G2A/4lPfAIA8H3f931oNBr2/3cmhBBI0xQXX3wx5ufn7+4pzGIWD9hg7/pC0UNuIZE1qguLU/0H5df6hBY+cssQWV7i4r0t9GLipudeRZOr/1lV96V3lA9X+fWrz0ML3gGyBKR9dCJhAI2rYI6MFSeLZ6fBK+3HVYqdgNDxzyMjMswtePZFoS6R6OcKUkgore37De1cR6wVpXYrCUsNqhJGpvo7HhcWrAxHF9IxdAgtJxBc5Rw+BJgcAoo52okOEEhumuSquQxyc8Ox54Y9aUgJ2z7P7YOFlMx17+cO0PA8uRUWupZp72/XqddVg6c7oPpJQaXdODr9hTDWg677L8Ce926bhQQYFBKxpP0tN10Fm4XV0yLiRiBqrjlkQ8mHp5UTiNJ1Dq5ajqYjje6hWHDe640I7VaMlgHwTJ8JpESzGSGJA0RhYOdklFMjMzSBrWEOGRDNhGlCDNyLUiFJQkShRlFWtiFXp80NsySKUqHbjrC2mSGao9f5/t/bcIka9Qaww1DTkuRKI4VzrwLoXmcaHXP201DYpLsXu+SW5rOe7C0kEp2I+y4oPORgFzccW8e+PUSfUUrjtpMDFGWI4cZjEIUSBW6xHPxWM0W300BoEt0olBiOMitEZrpTElMy1EpjO8bc4ffQ/i6klFhoBubec9oEvtdIy1G/P319Cf+fnLu4SzJ/nppezYD9DiEAMePgz2Iq7jbAv+KKKyCEwL/927/hoQ99qP3/XQkhBH70R38U73jHO7Bnz567eyqzmMUDInzuMz/0uAkSUF/yj6WwtI21TOH02FWnpRQYjQvc3s8QzDcs8PIfjIWizy0mDmzyg5jBA/PzuXrY9ZbIp+kvaSgwyRx1A6AKfDeS1tml0tQMCXBVfRbl+jx7Dp8KwufgryIAwEhp3Lo+QWdf06s0uwZZ/sqAryPYyFmoB2RSoDfXhFIa40nhxJUogWwv+eKLigSeMgMKU5TQISqlanaLkwrkRgKThLUkssp51O9rbv8b6a9gcFdUHlOOQJBP/WRq4KmKX9+f0o7GwzQg5tHzvnicfADmc5v9c3CNz+i1g6lLNqnqTE3GBgUJivu5tolbYMAqj2mv28R6f2RFtgudJQxHOVXng8yOsWYffB1AK2O5WLUQiQ6azRDNRljTT0gp0GyGCKSwAtq2EeEO8xLnNsYoS2UTAUQSqQGvTDEJJFWmCyhECJAk7vGYZaVNGFbXhlhabOHUBgHb2HzHeLWFRefTSRbTcHqxsJ1tFzzD966ZCHaNmtas+MlaI6B7zbednVS0KjepgOvXClxy4TxuPblJ55+XuODgHIpSYb0/wmAzw0Ln/7MAvp3GFrRXSiFtRhiNC3Q7Dfv5tkmAs7y0XYcX51M7TkWpcGAPWcZe0g3QCgUOpNLTlnDCL2paD18X4q9qQQpIL1nkhnGLibDajge1sNYPgVmjq1lsi7sN8H/5l38ZQgjMzc3V/n9nYzwe47rrrsM//dM/4QUveAHe+c533t1TmcUs7rfx9Q2yq9xJcOdXQvu5qoFdXrpnwBtJ8k0HgCMLiQVUa5nCUoMAfsuzb4wkgYHcCGxj4/wBUHXXb8jDvzvQ5kSXiaUpsAjTB6D0wLl9VOFgGiANd6riU6V7UtUrnoXSFvQqbzyUqIMlALhosWldZDgCAdstk4W+dXcZYZsLVQ3jz96I0GxEWFqkSvGtJ/YDjdvIQUdmxMEvu2gmTXccKU2TLJ9CYY4RucZRdyaYfuFrIpSoi6KBOnDcLKiBFwHFnaubfP2c8NBYunHg+8w/BgMnpf05E3algWlI3OGY3X78Y/JxJpW2wHs4ymu0jtG4IBGszOhfvEpiWtNrgBKqBVo1KbsoQDdJsxE5kW0jMrx6SSBVAlHDPdq2hrmtxsdxQE2vmg1LRUGp7BxSt2DUnoxKaaTNyPY9SJu0YsDgeHVcIQkCTDIj5DYg1k+yWIfSCh2478VOjOzPO48zUE/UpmNag8Pc9V4scNlihJu3Klx0gCg4o0LhxGmiPXXbiWneFXiV+QBKaVRKod2K7TWzQDkwuobRpMDhvW3kSmOUKyilcPG+tj2HWAqrK2iFwq7wAdwwz52vsxF1142pDr7OvrVebKBkfvuYzGIWs3BxtwH+O97xjm/7/zsTSilcdtll+MAHPnB3T2MWs7hfxlqmsJ5xJY6daOi9aeEkVdLdZ6WhnSjNwj160rFt3+pE4ezaEPv3dWpL3NNVd3aWme4KyVVf4qwzD9wHhbq2tM5UHcA9zNeMhSXvm8WYgQde/SAgo2s+8H5Vn2lJDJZ5zM4Nc+xpx6byR57kfE5cqWZw61Mc0tB5wceGY53EVMFn6sb+vdQ0aDxZA0SJSO9BGAWuW2oSoNNOrOsKW5H6lBYez1jWAbR/jb6/OW8P0LX4glV6rc6x90WL5wuf1zxdVeZ7gGPTCEB9IbD/k++XudglNE5QSuCWVm28VYxAoG92EIYBslFmE6L1wTmq3kcZUXDYuYir9uUcoEJL4dm/Z9kKankeirJCsxmhncak0zA3F6+sJAmB+iyvIKVAqxVbWg/gKDpKmXmTAYqyIncfE2Wh0GxEGI5yEpN6Kz1KKaxnEgsJUWqINuboYrTa5ugnvkh+2hHG12QMS12be04cGSRv5E4szdQrTiIA0qbwPJwYAQ851EOlNVb7YxSlgqq0TWbZgYjGUxmNQ4CktookTBMz+v4ut8Jt9/TBVBqHK/q7I4XGqTGdw1JDohFQgcK/zmlNCbsHScFUHdp3x7MSLZRGMEP49Zh19p3FVHxXRbZSSjzxiU/E3/zN33w3T2MWs/iOhFuShuUsA8wPd8CeK9dUKdUWDDAQY/pMP9eIJQH6NCSLPoBA5kMPdXF2WECFASZGFJl633bmSnMS4b/PSQNzwwOxXezm29cVylFfOLgBlu+e43ew5H36VTyi8tALG8Ybv4D7nFIapzaIvN1KY2RKIQwDnN2i6ru/7M+UEnLygfXBZ7CQGHoOax26aYRRrtDtJB5fvDIgchFlSb7o3U5iK7fMR07iEN002pZAUSVX7gjseRz5pxTufuAKpvSoNOyuwr/zfcDXyjF9DrTdzjSP6feUdjx6Dq76+4D/fLiqZonpVfAHBTURiyKJLC9RKY3xuDDHb6KIbieXIh1S5V6HrtEVjKA5X0IzaSLLKvS6lGR1O/ReGErLB48kMGdoZ5uS5mlrRBX8ZiNEWSqkjcj0PzDXZISjYShRlspW9tnppywrRE3qdNvpJAgkNXQajoiik8QhKk3iam4W5tPF/O61JJg+v9Wjq1ZvT+aoY677Hs5NecRzMgW4pm9HNylZvaQbmBU+gd7eVq1rNACsjtwXOAolxib77W/R963XJr0DV+cD4e7rg6a5HXeg5WvjXhju/LWt4vt/B6atc10Xal5ddJ/n78aMmjOLWdxx3GsAf21tDSdOnIAQAvv378fi4uKO2735zW/Gm9/85nvrNGYxi/tE+OJIXyzLwN0Hn/yez8EtFBB4AI85z7EUtpOjs5kjcHDLKMfKHrKrW8sUFmwnTnec1Ot+6pxRtvPhffBM4li3HwYKPhAkiz+Aq3ET0/WW99mNuBuoS3r8n1xh50RnVCjbdRagimNZKqydG2FxPsV4UtTsFxmEpbG0zXV4X3yNyoALppyksUTfCAgBWMpHlpMQlJ12OAFoNiJ02wnarRjc3dQfD16B8MHQ9D2xnpFTECdzPlVrLhaWt+yvsPjuLZ3I0W54lcSP6Yo900fqfuv1c/Irx3XqiHuN6Vq+W5Jreub0IHy8tUGGwWaGthlPybx0KQnQq4ToOKpB4F6bR1OVWF5+EnfQm2tQ9T4JEJsKfhRKS9lgl5ZIkn89v88rBr25hv2c74/PzjBxHJpkTqIwn+dKfdoIMDJNupSXpDSbtJ9RGBiBKd3XPGeczHMHV74Xmf4G1FdRAALLy03pic61+Q7S/qbnhN+ne1xACvp7wn8bWlM0r1NjVfs70JmjMVmdGCefJEGuNDpxYuc5Dd0KTiQ1LmiRexUfY6lRpxXyfTmtJZkOPylkDr6r5tf1IOfbx4M+BO6dgZmN9f06dh3g/+///b/x+te/Ht/4xjdqrz/sYQ/DVVddhV//9V/f7UPOYhb3+aj7m2vbxVQK2Gqaz1tmwZlzmXHOMezOspjIGkBjYBlogZWWxNpCajuLVtqJLFtm2ZspG41AWGHo9LEiQy8AHAg5ulnhod3AdNcEpFdl5odwZR1tpOG/65pHO4NRH3R0I5dEsJsMn3OlyNmEQRsL/aIwwGAzI151w5HdkyQgqkE7wUhKRKGsgeRA1znMXLle7KUeMMwxnkhLBeFjcALQm2tSg6xGZDjosOML0FjMxaJm9zcNqOdi4VFy2BqR/s8Jk1/Fp0SR3mfO/nQ13gdZ7JbEY35HlU+mGXHsBCR99xbm6PdztQ2k8jlb61MpsLo+RH9jYu0XAQAxiIYTmNdkBmhTwZcpkHcRiQ7aLRp3BuwssmXwyjaqgaBkiSk4RaksT5+4+9I2rwJcIyuad4U4Dm11HnA2mVle2gSv5rNfaWyNcqSNCOsAOklgwDns+VUaqCqiavmrYUwTa4VuvpV2oJmny189m54PwCVXbmVAIAgIdAMkZl9ukuC1n2sjlHb3SisUuH2kbBLOq188d/uawuoKuJLeCOre9PRZgdUJia2ZlrY6oZ2Q1sjR9KbvR6rab6/O+/fgDNzPYhZ3PnYN4Cul8PM///N497vfDa01er0eLrzwQgDArbfein/7t3/Db/zGb+DDH/4w/uZv/uYuO+7MYhb355h+aDE3nav4la6La/0HOYMA32Xn+FjhcDuwD/4kcECOQWE3kji9bpbY47iWQAxLbekW39ioMBe7pfBcOQ93Vy12KwyH2wEq7bbh/fg0HQZ7aahBokGyDizshQkMS2WAtfY+Rz8XE2npSeujwjahYvBdFArDUY5zgzHaaQwpJYotB8qaZUjgfyuzlXd4CQDx26n6vNQQkIZDnkbSVi3jOMTm1gRZRtxtGTSshSBAld1eI7CVWVqRcHPNgkqfF+2DJsDRsTgawXY9A3umB0EdvKe1qr6wFA1uUMbBNp18XuzHz+cznXRM+5QDtNLQi6UV5forS5xocALi38vDUuPMxgSDzQnGkwKbmxl1kzWNrGohJ1TBL7vWEhMqAYoFhI3AdlFlCg0naMxpZ4oRv5aFbjUnCqWZR/LA76aRS0gaEe2LqVehQCAb2Bq5xk7c+KooFbKsNM3R6F5UirzzRygQhhKTSpqxcQk5d7nl7/Co1DW7VI6dxLS1IfKoUpzUcGSVS/6YQmf1IJETrnciWgnoREDfXCI78PRiFrfT/bTcdIlFocgKlBPz9Yy7TdM+/IZ2xgQHgQAOpoE9d6bm+atIfkxTvIDt9+Isdgpxn2509cUvfhEf+tCH8C//8i/43Oc+hxMnTiBJEkwmk23bKqVw7bXX4pprrsE///M/49ixY9jY2MChQ4fwtKc9DVdffTUuuuiibZ/7+Mc/jqc85SnnPYfHP/7x+OxnP7vje7fddhte9rKX4f3vfz/W19dxwQUX4Bd/8Rfx4he/GI1G4+5f+Hc5dg3gv+Utb8Hf/d3f4dJLL8X/+B//A09/+tNr7//DP/wDfvd3fxfvfve78Za3vAXPe97zduvQs5jF/SJ8IMsPRe4Uy3x3gKpt5FYiPKqD20+lNQ6mgX0I+pQQgB/8tO+L97YwqWifvuc2VRJRE0wyeGgZD2pOPKapOCSsrPNkz0c52Cy4El/ndzsBrKP/TANNC2Y8lxq2V+wPSCiY5xX65QRJHNhKLUDV9tS44gBAFJK9Hzuv5Io6zbZCohKlIVGgmHJCx1XWWacolW2cZDt3JoFJjITtGdAKhfPiDwho0Ty6667fE24Vh+6H7ZSY88U0UOKffvdh6c0dz1Uv3n4AFi1Wmq6h71ka9WKJXuwsHFn0zOGapWkLBNkOdSMjwebZ9aFZhVHor48B4ZqF0c+S/O+DIQlrtZehiBLttIUwlOi2G1b34F83V545gZoGykkcottuYKFBHWCHpYZZmLGde9PIudrEsUAS0jlmJd07RalQlhW6nQYGmxObaLC9ahOR6Wjs5p3GlrrcKk33BgtifV2FP6d8TfUGUPVmd/w98qlSPiefVw38ceDEi4XAE68Phu1iLKW9T1qha6bVCOi+YUohu/X43xe+d+hvk+vPwFEojQLbix3TNDLAddpe3iEJmsX9L175ylfi7//+7+/UtjfddBOe/OQnAwAOHjyIJz7xiZBS4l/+5V/w5je/Ge985zvxj//4j7j88st3/PyRI0d2fO/IkSM7bn/06FE84QlPwOrqKr7ne74H3//9348vfOELeOUrX4kPf/jD+NjHPoYkSe7kld63YtcA/tvf/nZ0u118/OMfx759+7a9/xM/8RN47GMfi0svvRRve9vbZgB/Fg+qCASs6wNVO439nHC0Ao5IAlK7du3Mh795ywnmGMT7jZB8bjZAQOJErvDNY2t4+JFFHB/CHpN40rwdakvnAHmus5iWK2jscNOLxbbKMycpcuqBzsAwENp2u+X3vjmocEk3MHQlUeugylFpWFpEWVaW2sGdNBn4Z3mFrWFuq+uVImtGAGgiQhFWFpibUbD8+0nFjYdoe6bIBJ0YudLYyBS6qbBg2gfPrVBYighXR5km4a+A+AJZHjdOouiYtI+NnJqauTF02gvArebQPl1ixqso7Gvvj6NP9fHpIbQ/Iwg1iQUnbb61oZuL7UkYYMCydE2umJPP81SUCkWpMNjM0B/fDoSh6wYsKqrcc5RzxMGvTAVfZkiiBkLTfZaoOSSy9cWckRSIzLUW0NjMldVjsOPOvjSwlCVe8fDHkmlz/P3ge1VKgW4aISu1bexUeg47LNCtjFg3K3XtO00JkEAUOoE6U2qmm5b58+rPt9+RmKl1gdhuOwsY0D6FiyeVrmlsmDLHh+KVJ//77p+HrxNZTFxTrunEnAsTlXfP8b3gd1T2r73u7++2WW46N6bp85nFVAjcOy46u7TLJzzhCbjsssvwuMc9Do973OOwvLx8/kMKgR/5kR/Bi1/8Ygv0ASDLMvz6r/863vGOd+CXfumX8K1vfQtRtN2D+PLLL79Lro7/6T/9J6yuruIFL3gBXve61wEAyrK0jJQ//MM/xB/8wR/c+Yu9D8WuAfyvfe1reNrTnrYjuOdYXl7GD/3QD+FDH/rQbh12FrO4XwZXpm7arLY5l3CjnH5OwlTixgocbhPSa5nqOTltuCqd3/aeRXFLDQlctGirhgA/lJmvKyxn2bdb9LujOvHu9spbKyT+ftdcg08N8YWcDERyzwZzyVRTuRroVyx3iiyrbFfRza3MgsZmk/6MlWWF8cQ1nVKmYhyGEmEpEUhtE4AsLzEJ6eEQeECk0rDALjL6gkYaeOPtQDsDfNqHAzIMrlnwyfsCaE6tVkJ4NpJGczAX17USbnVGGyEvUSOAuouKX833KV7UDMntYxok7QQQ+XoAPj/3Oid2I7saBOvrzhXiSJJYEyB++3hcWN67FdNGJtsUJTW4YnvMvAWorj1eVB1E0qDOtO00RugJZrl6naJODZlUQBpJbLAIthGhYzznA+EANo+tA5r1sWx5T8dCAUHkLDh7cw3Lw8+yCpWiLrhbwxxxHGJS1Ve+mJrC9xDd846nz981qznRbnwBAsfMsZ9O0jj49cATs/PPkQHiqxNlExumB9JnKbHlv0uc6Njjm/8vJnVHLxozThyIjgdom3DxeQGOlng+es5OQN8fk1ncQdyHE6Crr776Tm975MgRvP/979/2epIkeNOb3oR3v/vduPXWW/HpT38aP/ADP3CPzuvzn/88PvGJT2Dv3r14zWteY18PwxBvetOb8L73vQ9/9md/hpe85CU7JhP39fiOr3/NuPezmIWLpQZxzXOvuswUAwaVSw1pK8X8YGfQMM3f9sFYy3i/D7YyfPXoGk6PKpweVVYQmZsKciDq4J19u3PlgKLvIc+VWqaeTPtzc3BFnq39GBxzAsJUkTQUnsVfPQIBS+0II7IxLE1jorJUaDZDlMbVBAAqpVCZ1ZGyVCjKijqYToEEKet+9QyoGgFdv0+7aQQE2pcahsoRCmNL6sAKuf44NxkfQHKMSm3dVKbBZSzr48jJBjeyAmBB9EIisJDUV1zqTiWud0I6VcJhmpgUzrFkJwA1KBQGhapdg+PYk/96EsAmoqOSqB98XL4GKQXGkwJr58YE8BnIcwhvSaLsAuGQHHSqFlC1UFQ5Wq3YVMhJONuba6ATS/Riuoc44fX524FwlftOLG2zsEgK+31aTCQWE/Zmd8ka75PnOZL8kxKHdhpbsXUrjdFqxeh2GkgbEdqtGJtbE6xtZmbFQ2N1oiy45+Zx0zaZvvOQc86pD5VbsXArN9PhTyVZ6Sr0c4VBoc3vGllF95VbIeT7hv7uOBDuVua4gReDe5+64+53R9fZ6Z7i7e4IsE9vc76EYBYPvmg0GnjoQx8KADhx4sQ93t/73vc+AMBP/uRPbqPh7Nu3D9///d+Pc+fO4dprr73Hx/puxK5V8C+99FJ87GMfw9ra2nktMc+ePYuPfvSjuPTSS3frsLOYxf02GLgtJNKCI8C52PCyes+AGR8UckOYnap5ripIr++dayCQAoVp4NQKQ1MdFpaP3Ajc+UwDCXZKmeZ1+xXASgNSbwcdfjVuVDrKzqjUdqUCgOV8R1PVWY5ACpTeMkcUSozG1JSq2Yy8LqQuw2G3m2YjsraMnAgoReAr0Azu61QUvibmMjcELIjxx8UfJ7YnnaZbKc1OSfXPcSU8V+QgtJYR/cFV/bWl/1TajSXPk3+s8+kXOJiCEe9Q0tnp/vEB1erEUXZ4dWAt43uF5o6rs4XSNdqGUpr6CSQBet0m+qMWEG4AkQH6MjOi2i456ZQtQAdIQqLoJHGAwMwre99HYVCrIjNg9u8nmg9Onmic+CdfmlvxctdKK0n11ReaCzreZkFc/cobMxLuKu//Rrfh8eQ5+RsUGpGURjOga7QVt+Llkk2mxbnxd6sB/hyzoJYblfE9xj8LRSs/m4XGuWGObhrZXhG8f06YWFPB183nFJlj8HF5JcTSfMw5c4LH4RJpt2LFf+Omx5+v73y0nVmcJwQgwh2+3Luw3/tSVFWFW265BQDOS/P55je/if/6X/8r1tbWsGfPHlx++eX40R/9UUvZ8+P6668HADzmMY/ZcV+Pecxj8NGPfhTXX389rrjiit25iO9g7BrAf/azn43f+q3fwlOf+lT86Z/+6balk49//ON44QtfiMFggCuvvHK3DjuLWdxvwwdnxGHW9vUC9GBcbgrbzTH1gHcgHG+eqTHZFB2k0iSg3Sw04jjE2TWiRUwWEqoYFs4H/tRYEZ0HrhLNKwTM8faDH8QMhJjO4LZzNADfx5rpJWlI4s21TFnw6VuFAgKKaQqhRFkKJElgq/PjicbifBNbo9x41AeIOoGlbyRxiEAK26W0LBQSY7MIkEMOi4M7JmHia2Eg3hBOCEnVX0pieDXDFwByMsCVcX7NUVloNSUJ6m5IzG0eGDEyrebQe93IcZl53oHzu4r4gG8nbncg6vShnfZVTQHDShP4qzRV6a0Y03zu1Fjha+dK9AdjXLrcrlkgAsDq2hD79rQxHOU0pQHLogABAABJREFUNzow3WmNM0UwdILaaABMukDVQqaJl99sdBDHAbrtxPHvvQozALuS4jtD+dfA+gbrRiR4vHhc/M6qGhHq2wE0P9wTYLPQaAiXaPUaAYal0whwnwROUruRNAmaA7ks7o5rQJh+8vvDUm+jxfE2vGLjz5PfKI+THU5SuFgwKhRZzMYh4lh4Tk30HUjMGPE9z7FZaCjhEmEfhPv2rNyjg86vboXLiS7/XeHvBo9jN6r3i6DVpe1C5Fl8Z+Po0aN4xCMeseN7N9xww3f0XP7yL/8SZ86cwdLSEp74xCfuuM2nP/1pfPrTn6699shHPhLvete7cMkll9Rev/XWWwEAhw4d2nFf/Dpvd3+LXQP4z3/+8/H+978f//RP/4Qf/MEfxPLyMg4fPgwhBI4dO4ZTp05Ba40f//Efx/Of//zdOuwsZnG/C9d51lThdxAv9nONpYa0vNtWWK+KsSCSaRZpKJEEbicMzEaleehuTbAwT63oNwtqogOpLSjwfbt9QWal6QG86PHzGdxL4fjqvLxf548La83H23AnzEoDmREKxqGrJPpggMFyIxDIpEAYBohCOmCzEWGwlVmLTKaCOIAf2O6mMhBoNqPaKkazEaHS2oIKruL7DYoAErjydQBU4eUVDh8sV1X93PkaOTnivga+wwtXMv3upNykiD/PqwzSG18GZexAxJ7lPH/TPRcYjHHFlT9L5wD7f5+DPi2uHZV0nbwS4VMx+oMxVteGWNnTsgnlltFCtFsx1s6N0WknGGxO0ErmMczPOmFt1aLfdQhkewEdIpJN637UbsVWLM1dhFmbwPdeJ3IUm9tHyro88fclDXcWaPpjbl14tPDm1d2rTFfx/ej9MSJKlWn6FQZQSiMwtoW50sZ6Vlj6C49rpYXdZjrpOl/l2p/H6fBddkhP4uZpWGrzHaHzqq8A0L3NdDXeD1/jYiK2JYeF5xTkxoFXAHY+R77nibZE++Xvgy/wdZqSHS9zFtMhvKWp3d7vfSSOHz+O3/7t3wYAvOIVr9hGqZmbm8Pv/u7v4md+5mcskL/uuuvw+7//+/jsZz+Lpz3tabj++usxNzdnP7O1tQUASNN0x2O2Wq3adve32DWAHwQBrrnmGrz2ta/F61//ehw/fhwnT560719wwQW46qqr8MIXvnDHpZJZzOKBHt8cEKrqxX6zFwfcTo2VeY0AeCMQxpUFtQcpV84ZiDs+tgMOTEk4kErcsqWw0EstPeXY2hgH0hYqTZSZwlQ+nfhTWIGpMuCGbfrc8Z3Yj8ElH5POAZB2WR/bQBM3y5FCek2t3FhFUttuuROtDf1GY2zel1LY62EwmHo+91leIo4D5HmFKJTob4wRhQH2LLbsNqwlKJRAw4BmEj4yKGKgAtPIyoExgK6VRcU05jRAfsdfHgset2n6C7vOAI664PcegOecAuzcFTTwqsmR3E6n8gWL9jM7ACc+T1+QzQkCV2c52fHB3mAzg1IaZ7dyNOaoA2qW02Surg0tqOx2GuR0lPdQFKxUNt1rgyFQ0NxQwkZjGYYSrTRBEpOAVUqJhUaj5voUeQkXayB8gXJ3WgwBlyBzxCEJnTtRnT7C23ITNl8k6+92UgnTPI2AvS8YLxR95/u5QicK7H3gr9qlocDqhITuPsWFE2afs8+VcF8Az8GrYElAjkw+Racole3WK6Wo3dO9WNasVPn7PX2fsJ0qsP3+ZgrYqbGy9KJe7L7zA8P7GZW0TaGAm7c0HrtYhyF+n4ZZfPfjyJEj3/FK/XQMh0P89E//NM6ePYtnPvOZOzZMffSjH41HP/rRtdd+8Ad/EJ/61KfwlKc8BZ/85Cfxxje+ES9+8Yvt+9p8T8+nDdVa7/j6PYnRaIR/+Zd/werqKo4cOXJeetBuxK4B/MFgACEEXvSiF+FFL3oRjh8/bkUQBw4cwMrKym4dahazuF+GvxwOOKDIzipM+XB2fXVAyM/4QgHJFMjmxjYUjt7CYtrhKLe+3ft7DQwNB34xcT7mN2/RA/hIJzDHcQ/7RlCv6k7HsCQnHQ4W53FFnJOYrh0DZ+noUyd8cL3hO85IgRKwXPooDLB/bwdFqWw32cJz0akMbSdJQkgp0W7FtiMtx/mcSBj4NQKgFUo7F5zAOGcRBzJboZsvV8F3lBFfRDxd6efVGkffYGtRAkNB5BxSaAzN+1OCat/G0vdH59ipwOcqtu7cfboH23Sy5qNQGoNC1wBnUSpsjXKcPL2JPe0YW5PS0lSK0vUtYLpUUSrngy8qA/IT+082hHVGikLqQhxGEt0GVfCHpcZSw80fV+wbgcDehrNWZL0Hg3l/DqZ1EpQoO10J22bSPNa7zHIX5nrQ2PcEHT/ynH14Pz3j5MPi6aVGXTy63JRWD7M6cT7zAH0XksDRkaaDgTmfb6GIVsT3QaHoO6QkNf06kFIBwa0m1W1dp7nvtPp0fiE8f4ZEzHVvfKcpoC63XOjgRIz1HB2bZLtjzDj4dyHulUZX3/0oigI/8zM/gy9+8Yu4/PLL8c53vvMufT4IAlx99dX45Cc/iQ984AM1gN/pdABQArFTjEZky9xut+/08Y4fP46rr74aH/3oRxHHMX78x38cr371qzE/P48PfehDuPLKK3Hq1Cm7/aMe9Sj81V/9lRUP72bsGsDv9Xp4/OMfj8985jMAgJWVlRmon8UsvPCXn6UB5wwojg8VVlrSbldp50QyzX9nYMeUiU4k7Gc4KuFsHBcTCSC2tIlKA6fHCo+cD+1DuREAj5ynHTPXmjnq7P5h923ABHufB557DwOKQJBNnt8sK6uAKnSAg+0VubLsV00rTW4xmwVVTbO8hJTCVunXxiPbfKpSClEkIQOBwFR+22kMGQioSqMsK4RhYJx3CFwEcWibEbG/95Lp0lmvvvI2jl/vEi2NkSK7Sp+HzFV936pyen74GpWG1T5Umnn3vKHvoy9qtpwcdToOLFD3gaxtsrWDANIXFG+YCnZ9HjT6OVecCTRS91oD3HONdhrj5JkBRpMCZ7dyZHlpXYuyvLSNqZgeBYAoOQBQpQTsdYAoiBE3QpSlwnhc2nkMTSdiFk2zmJSvgzrs0ussCKcxg92eE01/hWQ6YumoUP1cWweiwmoP6H6V5nvHtrLkO08V/KxisbHbbxA4ahXz6rvR9oZmnGgBRGXz7xf+nnJy4Iue+Rr9eVVmhYBFurlyPQTYlcZf5eDvoBXETnHw70zwigIJcZ3Xvy+yXZ1orE4oie5EwIFU2qSfr89Pxmbg/sEdSik861nPwgc+8AFcdtlluOaaa9BsNu/yfpiy47NKAGKWfPnLX8Ztt9224+f49QsuuOBOHWd9fR1PetKTavt7y1vegq997Wv4i7/4C/zMz/wMhBD4sR/7MezZswef+tSncP311+NpT3sa/vVf/9UmHLsVu5byzc3N4eKLL96t3c1iFg+44AcW2/SxXV2hgIOmosZAjnnD7Fox/Y/B95xH9+Eqsx8+ZUEZm8FKa+xrSgsYuxE3rqF/DGz8KiU1/nEVwWGpjW0jCeFGJewqAjuaTCon/AXqvu3MCefKPdM+GEzvBMKklORpH0r05ppYnG8iSQK0W7EBLxJJEiBJAhLfVnS9RUEdSMfGF51ja1JaTjy7fwBu9YFxLl0TXSMAay3YCIiiw5+TpsK/WRDthufKAkXlOPhcCSbaR92q0qdITConeuZtfGvLutuIuw/cCooDjj7Nyg8Wp3YimhNnh+nsWmMJnJko7/i0v36u7Viv90fYGuUYbGYoygpFWSGJCbArpTEc5gCcuxEAAvrczCoMUJYK3XaCbof+tVLjmhPS92MxkVhuSpt08v3DwlCinbgGZLyykZrfY+tqVJ9j35Y0kk4rAsA2deKVHP4Oc1AvAPrpi2I5QU9DSjpYF8Nz6SfNfA3Tq2QbubaJF1fR6V4yotnS3Zc874GA/W4WSlsdjFIaSSjsGHFFfnpFkamC04UF/17bKfj1QUH0m1yRJefINP766rkSJ0ZE39k0zks8lv54zqr2dyMEqNHVbv/7Lk/D85//fPz1X/81HvrQh+KDH/wger3e3drPuXPnAGyvxF922WUAgC996Us7fo5ff9SjHnWnjvOa17wGt912G/7jf/yPuO2223Dy5En82q/9Gq699lo8+9nPxvLyMr761a/ife97H97xjnfgxhtvxHOe8xzcdttt+F//63/drWv7drFrAP/Rj340jh49ulu7m8UsHnDh+58D9CC7eUvVONoMIJifW6uqCQfC/WVv3y2Dgx/03NXU525nJYEDXioHHLDhajbguPwMRvj8Ku2a9rCQj1cahqWuucQkgQPv/jXwuXOkYd37mm3/eF9Mrzm9uoXTq1tI4gBZVqHZiKyoEQCKQqEoiLYz2CKgqZTG1jA3FJ7C/uN9ctWR54SBuS86pvN188OJGH+u5Z0/2ZoyzaYO+FiPwHxxXn1hC0cWTTMlxxeIUkXU3UfcsIyBEoNuBueVqUQz7YauD9tiGkwxsFfaHZNdZHwAyfaP40mB/mCMwmQ6UgoMRzmGo9wKZCulkMQhooiq8d12gm6buPURejZB65pGZkkcIIkpY0mSwIpreRwPpLKW6FCSROO5mEhz71OyyI3kWJ+QhqRb4d99L3j+vvDccmWcv2e+TSons1z55/lLQ2pY5u+na7Q0nLRP3+8ck0qjn2vruDMX074agagly1zp5r4SPIXcN4GTO74ncgPuiXrkgD1/p/kagbo7lJ8E+Vz7nYL314sJsDOtiedpUgGr4wonBzku7ARYakgcbm+HIJEU25KLWTz44sUvfjHe/OY344ILLsCHPvQh7N27927v613vehcA4LGPfWzt9Z/4iZ8AAFxzzTXIsqz23unTp/HJT34Sc3NzuPzyy+/Ucd73vvdh3759+D//5//gwIED2LdvH97whjfgwIED+MQnPoE/+qM/qq0GSCnxP//n/0Sr1cJ73/veu31954tdA/hXX301Pv/5z+Nv//Zvd2uXs5jFAzpuHSocbktw4ycHCOh9BuUMsLlxjqNVcPMcR83wH8IsCOyaCuT+boz93RiJEcYebktLPWGhLi2du0RiaPjNzO+uPOBXKG2rc+x97ppD1eklDKL4Yd/P1TZffQZmDCAjSQJJFgeWZYWlxRaWFlsktpxvojDNrJqNiGwKA3LNSeIQUSiNDzvRewJJzZIq81qWlxiaZMenqviVYeZNS0EglwC0tvx6rhYDqAE9WpWor6gwkOJ/JFAmAJ2GDgxy5ZmoIPRZFlb68+DoFU7AyG4vXLntxXUweT7dgR9+EsKUFL6eQUEcfJ73RkDuRUWpsL4xwPq5EQIjkmV3o9gA9dCccBS597NyiFaaoG0aRoWRxMJ8ijAMEIYBmo3QdiQGYG1GGwFs5ZdXS3jcJxXZw/IYxAbkM3BkWhxvT2CfveBlbRx4f+xyE5tq/XTDsli6/fMu/OZunGjw/eADag6+B4l7v22a7CqD33vCp49Nv7eWKdvoapQry99fSKT9vROJ2qoDA/Kd7gs/+vn29/zteUVIaeqZsJbRGM4lEvOt2K5aDkuXUPv7mRZBz+JORCB2/993Kf7kT/4Er371q7G8vIwPf/jDd4oi8+Y3vxlra2u117TWePOb34zXvva1EEJsE+d+3/d9H570pCfhzJkztW67ZVni+c9/PoqiwFVXXXWnu9geO3YM3/u934s4dquUYRjaxOJJT3rSts/Mz8/jMY95DL7+9a/fqWPcldg1Dn6z2cRzn/tc/MIv/AKe/vSn4yd/8idxwQUXoNFo7Lj9k5/85N069Cxmcb+MIx1q2NPPteUQ7xTszz0dBFY0mKvt0zZGHjDvRAKnxnV3Fymo2reWVbigJW3Fkd/niia729TFow6M+F7dPr+bf/oJiH99TNHhaiPTdfz3C1Ml7iQBjq9uoddtIo2dEHmwVaDZiJDnpQWATMMZbFE1JrLNX0IM8xzdNv09ippEHUliR88h20wnEGTKymCHZmN3Zp6Y880C1UCIWkdgXt0giocwlqh1+03l3RLMD+dgsCrNqoLSbvWF6VVOY1FvisUiWa7++1V+P1FkShFThdYzZT9H5yhIvB2tIxF77UoKV+7HE6Lp+BSdMJKeiHaBkjIp0GxEbn7MvKWmiVkgCYT7NpN8PUsNahTH1XduVuWDRt522leegyviUsA2n2KQvZE7ITpvKz1PeBbYVpoSNR/k87wBNDd+czLf8pTDaV/q3/dprB0IoBFtTwQagePd17QYRhgSCNevgc8JoCSHt2UXJtoXXXQvJkofe/Tv5HIzbc1aaaJ18d+ljdwIkWOBS7oBlptyx+8TaQeU0Q7N4k6FEMC90uhqd0D+P/zDP+CVr3xl7bU8z/Hv//2/t/9/6Utfip/4iZ/Addddh9/5nd8BAFx00UV41ateteM+n/vc59Yq669+9atx1VVX4eEPfzguvPBCAMBXv/pVHDt2DFJKvO51r9tWwQeAt7/97XjCE56A173udfjoRz+Khz/84fj85z+Pm266CY9//OPx+7//+3fpWnfi0c/PzwOg7rg7xcGDB61+dTdj1wD+FVdcASEEtNa45pprbAvg80VV7bBWPItZPIiCRbWRVLXXGWw4QD1Ns3ACNuYYr2f1ij8/pBl4EAhiUAZbnWYKyHrmRIMAcPuost74vFLgV+jqHSkdT5vP2Xc2oWNuFxUy4Kk0EHk0CYArolSBnlTAxfuIO8n735oU6LYT0hR4qJcBZtqIkOUltkY5kjiElIoqxsbdhQWHWV6iiiJb/Tw1VjiQ8ryw+FZaDv75BJo++PYLX34yxAJcP5GZi/15doJfek/YOV3LHODhcQrEdktOHmMGZo1AoDL0CP58LIVX8a9PCq20OEpVpWl1gBuUsSvTKOeGYwXmu03gZGX0EdSMjK1Lw1CiNMlXWSpUSlnRLUBuSEVZodtuWFqOUhq9OQL63XYDaSQtzYav0XcwAujapCB/dbainHYQYmpZPHUjTleQqWrv5nqpITEolEteARTKOVWRnSrbybrX3f4Mhz+sz9FO1Cg+PodrUuaq9DYRmcJzjpqlLcj2/4ZQIUBYIbUPoDnB5PPic/RXNPg9HsedhOMAi46BW7YUjg/duLEGZ29DWk1BpQFu38HHlGL7cWdx/47V1VV87nOfq72mta69trq6CgDo9/vWnvIzn/nMeYHvFVdcUQP4L3rRi/DBD34QN9xwAz7ykY+gKArs378fz3rWs/CCF7wAj3vc43bczyWXXIIvf/nLeNnLXob3v//9ePe7342VlRW85CUvwYtf/OLzFql3iqWlJese6Ydv/btTjEaju60v+HaxawD/l3/5l8/rJTqLWczi/MEPVwYGvogW8MWS7jPsksHL9HPx9iV1Fn32YuetDxBY5Lhpk0Rvl3SDGsC+oBVY2g3gQCrHqNRWUOqq7eSdD9S93Nktxw8GGgDTcUwXUa/yT5/n5IG2ZWC6kEYePz8gmkihbOU+iQP0BxPb+ZZAZQBlSuJFWWFrmKPbSQyVCdbizw+mDQHYsWpJ40PgSQrHgQccDQRwnVIDD0xyEzJ23UlDmndOtMjBRllO/zSYYhoTjZe2KyhcZeVxZLqDb6XKPwPB+gt2LKKD+DaHvF/ihhO45wp9EgdUwc+XgJBcb5IksHx8okppOwfDUY52GtqkLJACrTRGlpdI4gDNZoS0EVkhrn+fMM0GqAsxmUZTaWClFWA909tWW3zqGoP9nYKBa32O3eoLV+h9jUYgzt+sjffJnvOsZeDP+WCeV7L4PT5fnkf/uqk675JFP4nklRymLgGku+nEjibUa8jaOPDfilw56tV0wzQG/lzd51U9PzliutvqSOPMhJqO+RS8XuxMBpgq5V//dBFgFnch7sOcpiuvvBJXXnnlndr2iiuuuFv+81dddRWuuuqqu/w5gFwf3/72t9+tz/pxySWX4Lrrrtv2+lvf+la89a1vPe/nvvrVr+LgwYP3+PjTsWsA/x3veMdu7WoWs3hQhbPAc3/UfEBcadSEqwTg6kviPu1iurLHAli/+jwqCSzzMvmmBzyGpfOCZ3qGL0T0u2M6calApAACuwQ8YrNf5ixP82oZUPDPQDjAEknaNwNNKagqzee4Pq4syGRbRRZqAuS/zsJOABiOcigVQprqPPP1kzgEN7sqDMLwGgLb5IN/Z948x3rGNqWwFo08dcxfd17ktH8GMf62O8Wkokomr4ZwAjc9v/7xIlm3TGWwzyCeC6PTzbYi8P0hakLpUQlTGScaWVZqq23gsU/iEEsLLXQ6CcJIoigUxhOiSnElXkqBtf4IlVLI8spW+LlhGYN6ni/ef6fhLDD5lGPzXfG78TL4Z0796bGyziwu0XLjer6VGAaufpMx32XIb3Dli34LBUDRqtMwd3oLet8dfDpJ5JWRhWR7EuzT4jiYXsPf10DUN8gqFr4D7MQEAHOJtLaY/C8QrsTvj60/FtO/c28M/7w4KeRkfLMAjm5W2Mhd4y6A/l4cSAO0QuF6EiigEm7lwE+EZzGL+1t87/d+Lz7ykY/gy1/+8ramW+eLa6+9FjfddBN+4zd+Y9fPZ9cA/ixmMYu7Ho4vq73ldPfA5Yd85Nk0AvSwXMsUWqEwTZIccOTP+23nmU8OuCom0wpuHykcTOsV4jMTVVu2ZxcMDupoSr9TVY+2873+qZGWrIFcV1l2XW4ZJBNPnfbJPyNJFBOuGnIEUiAJhfX2DyOJ9XNk0wiQ//pwmKMsFJqGx12UCsMRVfibjRaiUKIoK6RRZGkf09Vb//8somUefRpSxd8fB//n9MrFtE0lX46zstx+bKZb+asbDAp7nlML0YcI5PruMpF0lf5WKHBqTEmdXylm+gtVXx2IA4BckRiam6ktNQPkSkNpQzeRMeI4xMJ8ipOnBziwt4tWK0azGdl5ou0kFnuppUhxVEqj204gpUCShGg2IvR2QN/u3qYeEtMe6dzPgGNfU2Ijd1QnrlYz8GbQzvPoU3j8RJfnkT/L4+CLUX3NAo8pr2pRUOMrXzPBkXiX2giETYjt+HgraFlF22eGbkV2m/62NH/snOTfe7EU9jp95x+fQjfdnReo799fleMkiRNwnqOsInrfRk76mVs2FR4yRzDjod0Avdj1MOBVJT4H/o7PwP3dCIF7p4I/m4u7FFdffTWe9axn3aUeUMeOHcOzn/1s/If/8B92/XzuFYBfFAW+8pWv1DrZPupRj7rTSuRZzOLBElyd5K6ugLM35Gofu0pwMGWHBYfrmUYa1gV7/KBkvnUrFDi66egXy01p3EH8Drr0vi+8ZOoGCYHd+ayPK/QagfHmdg//wgPy3NiHP+cLFfn8lOkgyr7mUtRpSo3AOdf4FKTxpEBlPNaLssLp1S3censfQwPwo5DcWLKsgsxLRGGAVhpbwJnnFdCiSjFTJbi7ruu266gU7FSitANlzIHvRtJW9/3r5W1Yv7CTwNNRQnZ+klYa2MyU5S+PSlcFZkBFwE1buo3PPz8xIk0BA31OCnxQVWmiZUTmAn1qBwNSmkvXmZinYi4W2MgFet2GpecEUmCwSYlUqxVbIXQcB5BSYLCVWQtMKWkVJYwket0mxpMCS2lgq97sDtXy3Gp4PjhofJW1HGXw6ahOlBTNGT0Hh09/UcLRVJSmcXXNpFD7yWDY948PTNUccEmAHzut1HDyxsHz5oNeP1FzVC56r5+7e8pPxPm+pO8X7OfZ1YfFyP6KGTsTcfg0M3+c3e8M8l0RYNM4LN2ypbCZU3fjg/MNe7/OGfEznz9TgXxcGoj6375ZzOL+FL1e7y5z6Z/1rGfhWc961r1yPrsK8IfDIf7bf/tveOtb34rBYFB7r9Pp4Fd+5Vfw8pe/fNe7dc1iFvf38EHhSLkHnN98ya8QMzcacLQRrqaxtSPgAGShNA6m7M2uLB2Dj310s8Ji4v7P++rnCqMSpsJLJxNJII3J4k4p6pC5mSksNB1CYP9w336Sqr516hGDpelqdywFCqnt9fPPjKuqcQhl+PVZVqEsKwzzs0BCLccLHWJreBCBFGg2GpC2kux+RmGAbhqZ49Lr3agOuLhK6qqXbh6OD50gl8fbB79MPwqEtpxjpR3lh/3R/djJLWkuFlbg64MwHzRyZXeabtWLhRVB+8Cfg5NH/vxE18Fzw3Q0LRSDSZcYAGb1QGpccLCH4ShHsxGhUhoL8zQuw1GOPCeXnPm5JjLjeMSJ1mhSIEkC65RzwQJRehi48nkPS20pN/wa3y/EK3eOLNzUy2/81YkEVifKdpllShhA2gfWKnC1PvXmkVfXprn1XOFn+8rC2ye97sC3/zrPhz/OdJ5E8Qm0OC8fnalKuaqD4Fi65JKLBYVywla2Cs2Vf16kPeEx8zU/Ptefwxf38yoI4FYh+7nCNwcVtialpWH5jjs+557PlXUrgDuXGbi/GyEAca+46Oz+LmfxnYtdA/gbGxu44oor8JWvfAUAdQg7fPgwtNa49dZbcd111+FP//RP8eEPfxif+MQnMDc3t1uHnsUs7rdBlbY6/z71vpVpCIxKYWwA3cM6EE4ASw9I//+mMVXgN0lyD3YCOxqLibCVuOWmtMClUCSUOzFSSD1LPeZFj0qN/mBsXWzIp7wCkFiQ7+wa6bNUpdaoDLUDIVEt+Fz7uTYiU3Msr4LI4CsrNQZbEwDAeFxafjc1riqB5nFAEFpIJo9BuxVDVRqDzQyL8017/gABfKKLxKahFJ3DBS0HFBncT698c7Lhuw754QskmXZA4kXXFRVwVVOf0+/TeJjSkZ2HMy6Fo5f4HHWm/PA2gEumpoEjV5F5laEyXHO2w2Thr7/ywqs2tF9tVgg0enGC9YnpGmw4+K00hlIaYRggz0uEYYDeXMPambbTGJXS6Bh7TE4Mfd/+ShMlJZau+sznwuMUiLqL0fR4MXi/faSsM5Pykk8+LidgO1Hm2DKUw4Jf2yRL2B4EPr3NT1KkOc6wPH+V2tGn/C7Vblvi0LvKO7/Px1ZmvBpBne7D1Xs+nwLuPuH7zr/m6VUI+i7Sazz/p8bK8vY/f2KMwWaGMJJWCyNFnebGx+FEgfUUFI4KNYtZzOKex64B/Je97GW4/vrr8YM/+IN4wxvegIc97GG197/+9a/jqquuwkc/+lG87GUvw+te97rdOvQsZnG/jcXEt69kSoBz7UhMl8qlhqwthTMdxF9i9ykgLBRk951AOO44AyLmDkeSrP+4sy0/kHuxtK4ak0pb/jTbHA62Mo9jLTAcZShLJ5K8YL5hhYksQPVFuIB7nYWRDFxcNZYErAws2GqsKCsUpcJ4XCDLS9x2cgNotoCQKvihV81KEmqalDYi23QpSUJ02g1DAyIgtbcha0Jg5p77zj6+YFMKV+GersbS9q5aT9fpeO4ANfHyEzufZ89zmAREs+HqNZ8HjY0Djr4jEfn60//J9lPYJIPHlIMTBL7OUVl3XMoVVWb5+KwJYXHnpCKA1osF1jNHuWGAz1V9gFZdyrLCeKwRhTQPlVLIshJ5XmKxQ11sd/KGz80Kgq9N4SE/NVZYaTlEz/e7L8Lla11pSescZYXIE6AXA4BAAU50nOOQv2JWab3Nz35Yum15RYRoc/W5LIx2gcH9yJu3ae0J0YbcSgxfk7TbiW3HpXHyxcDCvk92uHWtAlvs8hi7/bh7wV+54go+W6n2c7rWz67SXI9Mh2iZC/TmGlhKAzzUc+eiMddoGIcwXrXzNQ/+uM7iLsZs4O4z8fWvfx1/8zd/gxMnTmB5eRnPeMYzvq3o9q1vfSuuvfZavO1tb9vV89g1gP+ud70Ly8vLeO9734s0Tbe9/7CHPQx///d/j4c85CF417veNQP4s3jQxqmxqlkm+lxYwD3MU/uwc1QVgJKCSnNDH6rA5zUfeVeV68UCkfmdK879fLuPOFDn2DLvPasMRaNUtpkUQCJWVVHzIgbTURjYKnkShxgUCsOSqAGLCT3A2XubwcFSwzXl2td0ScxGrq1zD4Oa8aSwSUZpwH1RVjh9dgtIThK4zxcAAO1ujCgMEDYkEgMsKxUiMAlCIKkDa68R1MCTD6IsADEV7Epr3L6lsNeA3YVE1ir80+PJFAemIRDNZLuQ1zmHUNLjOwdtFjRmI4/SwKCLz9cHvmxdymCeKTonRpURYwObnvMKF2nnYgMGQwJ4nAx2I4FYshuNq2znygFTclnS1it+MCkxMhX6KAzQbABKkbNOsxGh3YrtPI7GCknibDN5dcAHnIXaubESx3JTWjtGdpnx+zowOI0ljcVSQ+D4UHngWWOzcPtjMM7HZLtYbojG3Yc5fLoQ379sp0mvAY2gbo8J1AW29fsAgKyvwPj5o/+3wl/NYMAfmxUQ3+KVq/5MX2IBt8+1Z82Nv3rh/01gOp3S9Des0nR/nl7dAgCsrg8RhRJRGGCp18Ql3cAkHG4ftLJB4+v3yaBrYEenGVCdxf03Xv/61+N3fud3UFUVtNYQQuAVr3gFfvEXfxFvfOMbd+Tof+pTn8Kf//mf33cB/traGp75zGfuCO450jTFk5/8ZLz3ve/drcPOYhb3i/hav7LVujR0jheO0+qqab4olR+ivVhuAwjMtY4lzEOdXmfqB3dl5aorH5/pA7lyzhWjUuNwmxDHV8+VFkzmiqr3zHcHgP7GGFleWbvE4ShHUSpkeYm28S9vpTHWzo2wOJ9iksYYlQJzscCwpJNcNLZ9GzlXuQnYLpgEoBHQsamJl8Kw1Fa4CVC1MMtLjCYFTvdvBYIS2LoUFxzYA4D82bnaH4USzUaCVitGt52Y1wJ0THdOpuiQC02dpsBjJgWBmoNpYAH4ekbCTl6B4XOfpspsGP/4WLIgFGY7XVvV4GPyPN8+UoglMDDOKn4FFZjmqYuaiwoDzYER3S4mEjdvVTuKN/c2JIYjx9uOJLnQAPVOuUTdYotEl0Ty/rqRxK3nJijKylboeaUlkIIEz2ZOQvN+u0XuRkopbIwLVDpEIJyjk22EZs6t4hUWqVEYQ57U2j/Wxb8+f5zvcQa5B1OJAXv9V8DXNyqstKRN8DhR4jGiHgG0L9d92T9H3lbY3gW86pROPWWnqT48jpz4dSKB02Nthds0x3VQzxV7NXWNPBcrrcCCaA5fJ8LXxdibr4nHmre3qxyltn0SeFXqiydGOLs2pATbzPUFB3q45MJ5HEwDey/xPVJp7Vl1itr3jC4M25LfWdzJuI93sn2wxKc+9Sm88IUvhNYaP/zDP4zLLrsMN910E973vvfhL//yL/H5z38eH/jAB3DRRRd9R85n1wD+xRdfjHPnzt3hdhsbG9+xi5vFLO4LcXyojE+3e41t6gDnKsGVK5+GUCgnmuUqIT9guSvqdILAgJ796YlC4o7N3O2GrtsF8v4vbBNtaLPQ24AIAOtVPp4UUIqoOwzcmJpRlArtNMa5jTEAQDUiVNp/ACnDx2eaCoFsBlWBATFsCcl2mKvrRMGJQupK29+YAOEAUXExFvakFsAPtjK0UqLl8ApDEof23Fs1UEgVXHZQYeBM/Gb6vVAEhANvLKUA1jJX6eYqO1e/GYjRnNVFhvwazydXmAPh9AuLiRsP38nF55fzPcTUkH6ukCtXwV+dKLtP4p7XJ1RpskTlJOVhcwFiKey4A7TyozQJcH2qF50POadwlbyVxhhsZRhPSCvRNB2FASCKJEqT4PmNrlSlIQ1ZPCs1NqW2CUYkBXLTEKyAVwXX7nvgKGeOsuY3WPKdXnjcGegDlBC1QoFvDiocbgeYVBoLiRvbYekSDK7mK28eKNGm7f0mY9OCZtYPMD3It7ble4EpK9KszPhC32lfev+7mRvKTC8W9h6ddhoKdtB78DXw/pjaR+87MB9Lt89+rvHV02OcPD1AlleW9jYaF0jisGaVS4kzHcO/V33r0WLq79os7mbMKDrf9Xjta18LAHjzm9+MX/3VX7WvHz16FFdeeSWuvfZaXH755Xj/+9+PRz7ykff6+exayvdrv/Zr+PjHP75jFy+O6667Dh/96Efx3Oc+907tMwiCXfkXhjO7/1l894JoBu5pnHlVTz+YksJgi903uJLGNne+iLPSTpzKDWzYJeTUWJlj15tVMWhkMEGVcv98gW+enWB9XNUabCmlapV8gIC8lAS287xCpTQqA/q3RjmGoxy3ndxAfzDGqFCmyqxtA61BQec4LOs2mEw3YKvNslS2kRUL+MaTEuv9EVAsoCgVWmkMKcmxpdtO0E5jhCFRdPg19k9nz3i282S/fr/i6dsoNgLnSMJzwpXJkWkMdftIYXWirDe9MgkaJ2KcONQaDcEBnkGhavMwNBVnpbnbbP2+4vNgHQGD8lNjhRMj+sfnP6nofuBxdv+Ia81uJ6fGCrcOHf9kUml7TU6wXW+GxU5NaSgsjavbSahLcFlhPC5sBX9rmNdWYopCQQYCZVkR7WpSWNce33LVPx++X/xtpmMaXPNro1JbtyE3j2ShudSQ9lrZlYrHvW983VkAzPQWTrh4NazlrQTx+fnzHRuBaRpS8sXfSRKaO9pQJxLIKie09i8nELDnyd8novS55J3/drj9u78rfkwqdx9P4+vpMeSVv9WJwmAzQ38wwfq5EaIwQBQGuGhlHvv3dew97PfbKBRweqztfuoJqzBamxlAncX9Oz796U/je77ne2rgHgCOHDmCj3/843je856HkydP4oorrsBnP/vZe/18dg35/tZv/Ra+9a1v4SlPeQquuuoq/MIv/AIuvPBCAMAtt9yCv/qrv8Ib3vAGPO95z8MLX/jCO7VPrTVarRb27Nlzt8/r7NmzGI1Gd/vzs5jF3Y2v9Suz3F+vTjGIzIxNna36WQBXpxdwBd4XDfLyN1fe1jNVe7Dy4SrtluGd80ndBYWBqEscgIctNQz4IzAVhQHG8IjKgLXIJIpOhUBKrJ+jin27FZutQqSNiMDdKAcMhWcYaAOCiaJCFXBYH3zAeXl3I4kt05SKAWSWl+i0EwPeF9FbbODA3i4qk4Aw1z6MpK3isxc4QKBbaXYzcc45DEh4nlj4emJEQs65GFgwwHyz0KbDK1kwdiKBU2NtVyoq7USUvnc97z82VX0WQnLHWZ+KNamY0kW88qWG439HkuglrZBAPQDcvGWu35zjv95yDt1Ow6549LpN+1kAGOUKqameLzel1Q3cPqrsayz4ZgqMFLSqBABrGWkSzkyIf7+UBjg9lQhKKTAak9MRnwdHGEoESiJIAhQlWSuujyu0TFHGNZuqC0zjsD4OUtcB6rTo3BfM8mqKnygzIHaCaleJ97dlShsnzrTTnYun/vG5i7Dv+77SchmbFKzpoOPGUmAu9t2k6pqZ5aa0qwCAE//6SRj9dJ/pxcJ+p3xLUfo8vBUot9rgXHro91EJnNnMMZ4UCENJNqem98Sh/V1E0nUaroygmMdhqVFfkaBOt3LH/hCzuOtR7GCxO4vvbJw7dw5XXHHFju8FQYA3velN2L9/P17+8pfjaU97Gt7znvfgh37oh+6189k1gB8E9JdCa41XvepVeNWrXrVtG6013vjGN+KNb3xj7XUhBMqy3LY9APzcz/3cPRIePOc5z8Gf//mf3+3Pz2IWdyeuOZ6jF1NVqpAkNGt4D+NICiuyczxb+n9gAHw8VVLzH9Y7VXN5P7ki8MEe637nSQCGC65rVTS/+ykDB3ZKaYUCm7lzPhmPS2t9mI1cNTbLSgvsipKqtVIKHNhHfS8qpRy466WYVFQ1RSkAKCvy84PFqVJKW+EFgG47QaU0Ljg4BwDYs9BCkgSoFA1MWSi0TJIRx6Gt+jMf2m+k5IN7wIkfCzOOUsA2BvOtCzuRE3QyXSeW9RUSpckBiQWx3HCJ54WO6/jz3FiMj88rAewm5Dck8vn6gQBuHVYIBPD1M2NLhUmSEEMzD725hh2/sRnfMAwsyOckYaUV2K7J3Pl2LQMWEzdO3EDJtzsEgEICe1oR1k2CpRRpJ4pSmc7Byr4OwKz6lCjKwPYoiMIAwzKw18jjzKs+kdS1ZM2nkvD/d+K5T6+OcPRMn4F+rmtAmrdnvjsDX4CS86xyVCxuIFZPEuhnavpQtEJypUpDP6Gs3+987LVMWYE0sL2Kz+fmLltY0M/7mVogrAlup4PpNOxqxZ7+Pq+fVw76GxOcPruFoqxwYF8H+/d2ARAdazAqELdjpMbli92YaB+UwPMK5pyljM0A/iweGLFv3747pKq/7GUvw+LiIl7wghfgJ3/yJ/GXf/mX99r57BrAX1lZgZgJMmYxC7zkwydweGUeo1LiQCprD2rAAcDzLUn7wDvaoTo4NJxkdgxhEMQAza8SVtptzyAs986Fgb5PwWAXEa7iFYoAOwOwxFRbGSxKKaAMNcdy8ccFwjBAkgQYbGUIwwLddgOlAXhJHCILJQIRoxfTOdHxtT1HrhpGkrjarVaM5lZkPz+aFFjopWg2I+vewedYlArNBr3eiQi4zMXCAiqmZ9Dvwq6G0JhsnxOmPvBqB49zK2TgSVzjzUJjLVP2GCx0ZtGn75zCyUM/V7aKyT0IAAL7hdJ2/joRHWOaOnHzVmW1FF9bpzlhjvtwmOP02S0kMc2D9Sf3ALFSGkuLLWR5iVYa4yYFXNIN7DnetKmw0pK1CrkPJAFYKhX7+k9MhV+lMUbjwnawDSTZaK71aVW12YiglEZkqFQM/DfMGCKRlt5Cc+Rcpjh82tpmoe04TQcDVubqM71ns9D2PpsUBDiZVsPXGqFu8ej78fPx3b3FiQrfJ0ArJK0J62kKBcRh3bo0EEBgLmS5Kc2qmksWpdjufDWdxPD1T9/D/D1m4f50THdfhnTjw7GWKXz16Boy05W42QjRbES2H4WUEp0ksPvvRsJSjHgcALd6NirrqxizuPuhsfPfrd3Y7wzV3fm45JJL8LnPfQ5lWX5bavhv/MZvoNfr4TnPeQ5+7ud+DisrK/fK+ewawL/55pt3a1c23v3ud+OCCy64R/t4wQtegGc+85m7c0KzmMV54iUfPmF/D0NJdBTEOAEgkkR98Cuk/KCdrhYC7oHoO1b44QNhpZ2g0F/q9v/Yc1XSd7Pgin6lt29Pgj6yQmyFRivQjLDJpTcUXkdYCaUqD1jTNoEUtYZHS4stDEcZuqah0XCYo9tJzD4D223Xr07zGBSKxLubmw6gFmWF1IBDgAB/GAaWbjLKFXqNwAI6TrKmh9MXOk6Pf6WpYnkglQ60TdGtpBCQgoAbi4L5Gti+FNBIKhiqi6v8AjRn7FvONClbtRXaJDrUtIyBJotcibvsOg/fPqIq+c2rW3bc18+N0OnQasd4UqAMZQ3cSymtWBogwD2eFLjZ4K6VVmA1GqsToggxp5/GjxNH7phMzj1M4SlUiPm5Js5tjJE2IkgpcPLMJpqN0N4nQ0PxoFUhiUppex8VZYS4EwOgVYI0rLvlcEwqGktKFp12wc2Tm1deneDvHtlJKvud8Gk6AGyzKHb0iSWAcIdKf6GN3zwL3uugmUF8JGk1zxdh76QZmBbH03XWxbbTn+eOyf55AW7Fwl/x8Wl/k0rblRKm6viEvH6ucdMGNZc7dvwc8rzCyoE5BGZlDQAqRR2lqe+B+77wOcqpAiAXOmYxiwdKPO1pT8PHPvYx/N3f/R1+/ud//ttu+0u/9EuYn5/Hz/3cz+HYsWP3yvncp9WnP/VTP3WP9/HoRz/62zYYmMUs7mn898+toWOa9Nx+cgNhGGA4ynHxhQvYBDCp2PqRHnAjUy1k/rwPPgDHh03PU+GvV+O19Uv3gx/uvkOO4/PWgSQHV56nW8tXuu5CwhV7n3KRZRVZZo5NZTYhrvc4G6PX6RinHWESH1iqTrcDbCiFqhFagEjn6Krpk4pWBzqdBHFG6DnPCZkwMOXz4XHptkLkihqFxVKiEdTpLX4XVB4Xrn761Ax2kOFt/Q6lDPjIwlRjPaOKJI+j78OeVUCuVM09yV+h4LH2PeD7ueuIyqs0TKHw53Z1onBmQhSn1fUhhqPMjjMAnF0bYjBex0Jnyb7GFJ79+7p2PiqlcfSWdRzY13HzWsa4sBPgpk2ykeQGWvZesCCUQD7bPbLgN5KGurGZodmQWOuP0Epjm4D0NybodBJIKVCUFcJQoiyUtVsFnNjY/3/Xq1JXGlZo7q9E+efoB2tYJt48O7tSGu9R6ahUjcDZhfr74GhJgUFB9wrPL7n0+EmhE+4yZQuA7QvB4QN4rqQD9PfArUA4YbbfJIoLArwixGJiDhYUB4Ku3bf39D3/U+97yEP5zUGF9XMjErUDWOg1ye9+seWoVeZvGrlB8eqEOG/y8vDeDssss7hboQGU9wIHf5aC3bV45jOfiT/7sz/D2972tjsE+ADw4z/+4/jgBz+Ipz/96RgMBrt+PvdpgD8d//k//2fMz8/jpS996Xf7VGYxCxsrS23ccmoTgPP3DsMAt96+gUsuWrQe2tOiO35Qc8XPf6gylYNBHINBwFVsfUEce3Xz+yOvOc9api1HGHDA3h27bsPHHSyZl8+8c+bXS0lV4DAMDC1HIIokVKXRalIfjOFkE5FsAjpEfzC29pUMyKN2gq1RjkoptFsx2W3GIVKDSIalshag/Jn+xsR2zg1DicyA/PG4QDuNa+JiXtHgPgEsDPVXCBhUW0cb6a4XIIDNwsBCaVTCOX5wMNeZV1UagUDXXAMnXouJsJ7rzG327wM+D+KBK0vd4kZb7j6pc7aTwIH7QgEn+xPT2beyYudMHAfyJUACm1sTxMYmlPUU3KRoPClweGUeSRzg1tv7VoybxAFu2aQVkwNpw9qv+k2i6DocVYx6LNDr3UhiANJD8DyNJwX6JsFrNiOjrRij2YjQH0ywtNBCaMaw206s2w8lQuT2M90giYE1r1T59zN/dywFC/XqOFNaNo0jDSdwrpmVsIJonz7nc9r32k6/rhOso4C57dJw547C7lrOT4jgBJWTB6Xr48+g2v/74Cfx1JGatu0Zylh9NcAlrRxHNyt7DTIQaDYidNoJDuzrYqkZYFAoewzm3/vX4msBpKhbc85iFg+0uPTSS3Hbbbfdpc886UlPulMW83cn7lcA/w1veMOuVPVnMYvdik+fKWrAvdtO0B9McHZ9iDCU6A/GyPIIvThBJ6Inmy/qnH6gAuxFDQM4nR82P4w3cqo054bS0s/ZGYPeZ1Gg1M7GzwcnDnC4Y/sCwkA4Tjwv2QMOFFKTqwCbJVFmMsOr3hq6qjFUgkLnQPM2YHyY7DQtxQcYbFEzrEAKjCWBva1RjsoAS47SOOcoRc2S2HPb75obhQHZK0qBdsP53LMwkcWrPnZiDj51gRXWySgQdTvBQgGNyI3toFB2lcBvNFVpcgnhxmI8psSl1uAOopV2iZgURPdIQwY+TNdx58ljz85HfnOjQJB7j9LA0bMkrL391ACra0Nk5dBMMoD0ZqBsoShCFKMEUSjtSksUOEB228kNAMCh/XO2ws5J1J5WZJPGSgN56ShizpHFCW65Mn1qTOMVmFUfrva2TIV+PCmQZZV1XWoaGk9ZKHt8pTQaAdF0uGsvzx2PDXPMg4ABpNNbcPLMwJKpWk7E7hJwnn+mvvH88rZ+Vd7/HjlNh5jatztWIIh3z9Qcrqhz8Pj5wla+73LlOvFWmn3k3WeVdqt065mu0b54jHgbWqUgwWtVuWPz+LBjEtu+AsCZAYnpkzhEqxVjoSFtMsFUpvlWbO8FKdz4uF4QdAwptq9czOKehdb3Egd/VsK/X8f9CuAfOnRomw/3LGbx3Ywn7o3w/ttz7FtqAwBuvb1vbSObjRDr58bodBT63Rh9o25dakgUpXsI80Pcd+hgQBcIAvSpx/lNTVLANo+NgJblucLv2/sxBQSoW+LVKUHEHZ4GA2ypx68zrSaQwgoyh1OUGwbdECWgQ2ByyL5elJXdrvf/s/fmYZZV5bn4u9aeztmnzqlTVV3d1UN1MwiNYoCoiB0FBcyV66zBXBONAc2TGAc06M30wzjETEYB0XhDElGTG5MYBxAUriCTQpPggAMqU9PQU1VXV9WpM+9prd8fa39rrX2qmqGtZpDzPU89VXXO2XuvvfbaZ7/f973f+40q7nWnG2O8Hqr9VXx0clUezjmcnLbR7sSIY7Wta3HwyyUPnW6MZruPcuqhEvoaWJFjQ47PSsohKjOh3qOmUpkFHG0wSZxlhxl6xSAf2mFMg3UAmg8+SM0iTKeujQSgCkn352DK5lAP8qjtCLAnVIHtzFKENM1w130H0O7EiMQC2OSNaiMRAE4HMloPJE3A6SBJa4CjAH6ShQDLgO4RSLpKdvTBPQ2sz5WPdu5axOaNozgAoOT4mCzJZY6STSuixmGkVrQh5FiIBOojvpI5bWUIfFcXAff6CcKyKpzudGPURgL0+oluSEZFuRS5Xoik1pqncZgC1eK1ta1udbal+87UETAtz9pJJZYipdakuOTAQh/YUnVQzQumx4NiUe2ghCeNi7JwK9V5DNqgvOVKfxO4r/scQipHhNYqgXuSVd3TzQqqVERfsh2PKCtmFYkamEkAQuKuJdMHI0kzRFGKIHCxdrSk75u5vtD0niw//niAwvwMJiUsP39oq2QS8rDIZMohSWdVrNPpoN1W2dKRkRFUKpXH5LhPKoD/mte8Bp/73OfQarVQrVYf7+EMbWgAUIhY7hQSa8YraLb76PVTNNtL2BpOoptK3fW06kkduTcP8aJqBUWFSbEjERJdEhZxDAhUvwcL70zqnpR27IifjmaKIlefgDxFC+0i3FhIDXg63RiB7yJJVWOrMH89jk1RbeCpYlohitKIVCQb5U/5cslDs91HbaSEhcWupoYkaYyw7CETEp1ujHLJQ7dvIsBOXhzKOUMl9LWEZocoKNw0ZKr7TEcvqfiTmo8RPcNzleO0tyswVTaAhQpbbeqPUQUxkVaKvtoRbXIuqNkVRfjJ0eqk6hoQiLK7mdI1oSgsgdiFSBRqMzRH+v55AEAD/wU2tg9wl/IPREA8DuYtqEe1dABvQTlfgPqbZcBIBLAUUXsrkLrYs0+NYeP6Gnbva2JyvII1FS/vKGuMs3ytCdPciToCq3MwnO7aSAmcczSWenod1GtlFcXPHcYkFXDdIqio+rygdETA0b4maj5NoW+C5Y3B7OtnA+5WItHMF/9MT6DZ7iOKMl3oW6+V0U2V1C3x7NX1N/t0BhRu7EZmxkk0QH8wIzBog86jWl9C8/ipQZsYuH9JdcnQbcw930zUtSHamb1/yvDx/Hvn9gMp9ix0tSpWJVQUu8l6WX+nCImCNKcHNUfUJVoV7vJCJL/iMmwIh9H7of1i29LSEi677DJceeWV+OEPf7iMglOv13HCCSfgFa94Bd785jejXq8flnE8qQD+Bz7wAdxwww146UtfiksuuWRYPDu0J4RVPaYLK9dNjuDBPQ00lvoIyx7WrRlBFKc40I4xHqiHJEUhSa6PHuYtq3EPgTtK+4Mb4MfZcqUMip7R9k5eGEvgPhamcY+meXAJCLUdRajV+6YhjuGps4J2eLnsAT1FSVKUHQEhJGp5sXGvlyBJBSJ5AIG/FgC0lCYAIM3geVxHa3v9BJ7LtYPguhzdnvq7XPIQxZnudgoAgiuwH/iuLuDt9VIEvtqm5Pj6nIgXXXFZQYGGwFYmJaJMgZ6pMrdep+LNYsSWjLj5dvTV0CCMBY4p4AXMfuq+KZ5sxDIvEDWOlo6eCiNbahRa1HXtpBJ7Z1uI4hSzjQeB6hIQ7ENtdIeaZikx4e3GrnYIlowDWS5mz6h9aQp0j4DkEZCFYOPfhmycjChTmZYduzo4YuMUev2kEPWmOaKiUQKxVNNBa6mZ5NFnF8gkR+I7eo0AAPoJUPK0XCYA1Zgs34HvuwXJSuLTE7XKNkWxIsUhcw3sLAgB2SgzajpkD7QFGu0YSSryuhHlpAZ+gsz3kQhDMQGgHfapMteA1i6CJlspev9IIvqNWOroOH1H2FQjoKjnT/UaDmNYyrOFNgWIsnLVTKljZQNrVRWCS00hmxoLsSuv0YjiFBP1EEeMOAUKEI2Vjm96erBCdoA+N1kagvvDZcNGV08Mu+KKK3DuuediaWkJkorY63VUKhVIKdHtdrG4uIibbroJN998Mz784Q/jsssuOyxqj08qgP+qV70KQRDglltuwXOe8xysX78emzdvRqlUWvZZxhi++c1vPg6jHNpTzU5e42r6TaukqCITY7mKTD/RP2tGFNB1mETdN9ro9IAkWgM9aAkoUYTUNL1RD/tYEI/XSFsCJhLXTKhxjywo1CgJTABgyJjh0dpFvBWXFbiz/UyiG1ORLcP8YjfXn1cHVaosrqbgBL6LwAfQXadBO1gKztW8OJyh10t0kaUQCugh/2wl9OG5DqI41Q4A51xTNzhn4I7halNkf36xq/93QiXX188UjYIAKKC49JW8GyqBkkRIeBYVquQVo7KktkLgTMiVI7C0P6JZASqy2U0V+COw2kmN81Vy1PVqJWZ7WgfkNJCiznieLYqFxH27Gmi2+5hd3AuU5sCqP8GR4/vgMXVdpgIHd7ZjTIRtzHcBkDazzBeLdIGRu8BYCnSeBogAbPR7kK3j1fvxJJotRZtaNzmC+byzLYE3qnUQEsgYFRGbOal5qsBY1YEw9P3ljxwvFUjSTK8lAPq6VgOnEL0nsG/LUBJNyFaUsbNPtI5tego5VICimcz0BFqxQLefoNNRIN/uqQDY6lPqnpkIljsYtlFGjrIONqin+pCDWT8z4J723c8k+lLmPReklrMEirUa85HIaxJkIRBg+52xAEoDeDBwlGIWOZOTJYbqhmo+XwK/NOZqZamVzpmatE2Ved5sj4HkU4c2tKeCbd++HWeffTYcx8E73/lOnH322XjWs56FMAwLn+t2u/je976H//zP/8Q//MM/4HWvex1uvvlmbNu2bVXHc8gA33EcnHPOOfj0pz8NAPjQhz6Ek046Ca985StXbXCDduONN+q/pZTYu3cv9u7du+Jnh023hvZYGoGaksMQlj2M10M8uLeBwHdRGwlQGylhz0Je2LgmRDNRnx8PTLp7sCiw4qoHZuhC/6ZjmaI5aNWSwcK+iYDrdLnDTOMdQAHeWBgN80wWgSmBU0rZA9Aa820hMDEW5qCMI+sIDeg1BSdO0WxHqI+WMBL66PYTCOHp40exkkSMokw3xXJdjsAnh8E0xGq2+6iEPsoWIoniFPXRMoBUNd5KFEgk+cxeP8H+VHG/A4fngI/lnHdopRuKvConBppfTXNog7BBMD/YQZXMpj1RJNko5ZhtbKoIORqKXkFgTeJAJ8Fo2csdBYlOCn0ODlN0qR0PLAB+BFb7HuDvx1TgIMx3fFLNx1TgYMLjuKMVwWMx5uMMd3dM+DqREkhrwOj3gPZWQJSAkbvUm80AC0vASGVN7ryp6DuB1ywfP0llDurP63oBzhC6Epxx7OwKKzruaklPQQ6lx1HN33eYcnwrLkMslCQlFZsW+wGY+6jiqoyarUZk1zMonrnUGa+5vsCBToI0FVhY7KJc8jA5XtEUnUA4Fpe9qJBD68C+f6jgdzCCbVO5Hkoth85p0CiTRM4NOflkIs8oUVE+FWDT9VnoC1Tzfg2282Dvv+RIbAhVRmJPV2hn9LhRV9c+AMg78zJLYlQdn/Zb9XihNgNAoavt0FbXJID0MDW6Gtojtw9/+MPgnOOmm27CKaecctDPhWGIF7zgBXjBC16A17/+9XjhC1+ID3/4w/ja1762quM5ZIAvpdTpB0DRZ84555zDCvAPVzOAoQ3t57U9XQUGolQiijKUyx6cXE5SCIlmu49MKKWQuTDIJRwddFPTYIaMCgobsdTNaGzut5AyB+cqslbzeEHthj7rcSMdOAhE1XOaGimph3uCIligh/NSvt9oQE0nExJpmiEsUzdSp9BEqV7jiOIUaRJrBRUC7pwzxHm0nygZQhhJTM4ZPNdBuezC9UI0lvpI00wXf/KI6QJMIQSCwAF3mAH4vRQoqzGTZGDJUZ1IAUPbUX8DXCpgY79uCnZJXrCoVkR0FFJDsQsaaQ6VM2aUdWwFGipsToQCRs1cTpXmPXQZtoz6mI8ESg7DYieG6zropuoAP9nbwu59TWBsO5g/B5R34cxJhm1jAbZWlDN1VyfBsRUX87HA1oqHbiYxXXIwXVZf/d1MYsLjuLPdw/3dFN7Yj9BNfLDGcwEAsnon0Doe7U4NlTBAI5aa3kFzoPtdcqkdQ0NbImfSyK0eMV7SazX0fN3gClCOX20ksLJaymloJhITAdfylhW3KPtqF9g2YlGgYLUSw8ePMhPR39VRa7GTqnV3z/0HUAkDtVYdhlpZORmqqLRIneqmpp4jdI0TYRf+ktnOv/3bvtaD6jkrAXzKXiQp8oJbQzOiNZZZ1L66bxSZ6JxbsUCl5mj6mt1V2+eqvsLjCoxX8rkno8yIukVZoWAcMA3GtKqQY4IRQxvaU8Fuu+02nHnmmQ8J7gdt27Zt+NVf/VVs37591cdzyAB/ZGQE+/fvX82xPKxt2bLlMT3e0IZGZjeSIu41oB56C5F52O/ux2g0ewh8VxfbtruxLgYFgNm5FuqlOoAMx426WunGSPAphE6qKwSYcoYMfE4PcYa6z/VY7EiaiirKnJ5SBJ4UYSTFE8EYEiH0+5k0CjqABVZ8Qw3JBEfgK218zjlq1SCnMpivFG4p63BHUXKQA7k0FUhSgXKJIRMSWZQVmhslqUCSxggCB4Hv6veILlGrBrrrqut62lmoWvzuXi9FJZS6WRZFfmkOHAuM2lKPdlEgFer6Of2g6rEC1yEWy6kZg2YXQq4E3iYCpiU0SfYUUPSWub5EzeO6yLnXT5Dl9JooSpXqULkGVO7C8fUejgwDhA5HLZ/nk0sumg5DrSTRdTnu76XoZgJTOepaSgXmY4FfyZ2CO5oxgBhdR8lsMulAolggrdYWnQP9LfMMiaGJANDOq6EzqTm0AXepHmg1qJbv6u6+AHTBbs36n96z5zGTMu8qrPod2H0lPG6UqaiOYEdLYK6n0C8V1Y7XQ3DOMDEWIrB6MjhMnU/oOvr6laxMD/H6ixz05RQc2pbWg50dG6QTrWSZNNkC42Cp343YvE/WSozTSQEFktcl6hp9b9nrn+59cmBpfk0fBvPd4DDz/ULZE3t8HlTzt6EdXpM4PBz8oW/26CyO4xUp4w9nvu8jSZKH/+CjtEMG+CeccAKuu+46fPCDH8SRRx4JALj33nvxz//8z49o+ze96U2HeuihDe0xN1vZBCDALfOUveG/B76bF4WmeWGoQG1EdepsNPsAFI2lk8q8WDDD0VWnQK9JhMyBinqtESsKDj286z7XYJUzWE2A1PaZhJb0A2waiPq/6jH08wJf4uvb3StJR78AhgtghCH0Odp9oeUshTD0HGWujuZTl1LV7MhQQ8qlcg7QHXjUHCrfJhgoxsxyedx19RH9Wt1nqLi+ug7cgy/M11kcp4h4msvqOogyYC6TWJfL7NvzvbOd4Ziag0YslISpBQypYVI3NdroBJpIN38QtGcDAI4OZUd91edMF1vSbu+kwNqSySxsCBXdpOpxAAIV1zeqMd0YieiB1b4Hb+Q+TPgBXjheQvVAH3JJ0V7kTBcjAEToohQJPGOyBDYVavSZSIk7WwkSKVHmDGUnwDfne+hqis4JQOVeJPGUjvgqKhF1PVZgupuqomGK0g92UKWiWNoHrW2VwWCoegq4kpwlAWUNqHMnjLaznSqVgVEOWzMRy+QZKYsy0xMoOSpy38+krheJIiXBShmjwHexpWpSAv0MCMF0gS/RkajuZm1JzQFF8ZM8u2aDdgLMRNsix5KuJYHpQeePnD1SgiIHNMlrdOiepwwD1ZX083VL1yERat4dBqwtOVqT3jTHK2r8U4aA6nJU8XCe7SDKnmuyCmo7ZmUElfM7BPdDeyrZ05/+dHzjG9/Ajh07cNRRRz2ibe69915ce+21eMYznrHq4zlkgP/+978fr33ta/HBD35Q891vueUW3HLLLQ+5nZQSjLGfC+D/+Mc/xj/90z/h9ttvx4EDB/CqV70KH/nIR/QYvvvd7+KNb3wjxsfHD/kYQxuabQT6EqEebLGQKvroQEvWAUrj3tsyhgf3tbB3fxOuyzXHmApEe/0Es3NtjI+FaCUce7oCa0tc62bbPN2ZntARdwKlpD1NlIBBbjdFQwmsagk/TqDJgA16yDvMyB96OT/f5lLbNQIOM5QTBYy4pud4ucRhO4uV0g4A9FUH03Y31k6A53JkQqI+WtLzol5Xk0DUpsBXjoKTZwnIAbDpGp6AjnKTExPHqlA3yFVYAmcw4quispMljo25bB8VjNpspoXIFNY2c2Bqq/zZlB7AaN2TqUMqByF0mY72AgR0uRXplQW1ojCvwVhb4mgmRlpVK9S0lbSl7E8j8Zo4ebSDbiZRmyxDPtDSY5DNBKybAg6HbMaQc32wSRVlch2GkyaV1/PNRoSay/Ar9RKu7OeO2MhdwNwRSFOB2YUuqiMltATT14EoYoEu3DaKRfqactPRVFFB7G6uBIC5rlcgVSfaVr2miosDp9ixFTDXK5Mq26EcInN8ymYRr7yfSSx0E138naSq0dZ4PUTFNUovtI+9XYHQVWth1GeYjyRqnrkf6F5x8uUeOEWFGnJsbKN71I7m0+vEbS85rOAIASYL1Iglah4rOJM0d8rZAJDLvgKqtqTiMl0gSz0V7GZtgFqTlHHR+8n3Swo+1OnaYUqNxy7OtzMX/hDbP2YmJWAlmVd1v0N75PaOd7wD55xzDp73vOfhfe97H37t134NGzZsWPGze/fuxRe/+EV8+MMfRq/Xwzve8Y5VH88hA/xf/dVfxU9+8hNcd9112LVrFz7wgQ/gxBNPPOydZj/ykY/gggsuQJqqBxBjDAcOHNDvd7td/MEf/AGCIMDv/d7vHdaxDO0X3+gBSUaRMgKNFFVbq+XfBAAOZ0MNgOrOOnugpXXjAQX0Zw+0kaQZqkEdjThD3WcIHBO5TYQCCCqyLtGyUu+JoAeuUdPhzDxoSTGn4qrCWioKtEU/WokpyqW0PBlFHInXSw23yFRkm4FzjnqtDCGE5s5rFZ3A0XQaW/2msaSyGK7H4QIFcO9aHP4gKGYAgsDBRDXQmRIqPB4PlBPTiEm7P3cAJkoaFB1M6rLiKgdqqsxRkqbugOglFZflTcWk5snboGxQ5nQlo/eU3n7xaUnbahUfFJ0QVdRoeNbkjNFnaiOBkrvMQsBbwDVzAtMlF2JHA2gp8CoXIiDOIDop0ErAxlQXIvHTRTW3J00AgQMWujhzxMM1zRhlh+GkuhrrHQccQASoj5byfgMZ0vxaqYvG87XD0E0FxgOuM1uwzseO6pPcI1B0JCsuz+fDXKdGLFD3OaqeaiKmmjMV54kyWOoWMR2JTQSd5loddLadwHMdfQ6TE0qxqeopcF/zih2c15VVPUyQOyPKIebLsgy0Hkghh+4v2wEhGyy2JaUkmyJDNDzalrJBHkcB3AMoZp10ozyJyZJx6imL0ogFpitW0QJMDUmQrzda8xThtx0mKvZPhOm0Tedg21HV4jGGNrRfdHvTm96EO+64AxdffDHe/e53493vfjcmJyexadMmhGEIxhg6nQ52796Nubk5ACro/e53v/uwsFp+LpnM6elpnHvuuQBUke1JJ52E97///asysJXsiiuuwB//8R/j6KOPxsc+9jE8//nPx+TkZOEzL37xi7FmzRpcfvnlQ4A/tJ/bMll8MBMnmEA+/SZ+fMlhmK4wzPUFStM13LVHRVJ37lrUXZip3bsQEnvnOzhm3Qjm+gZwE9+VQDwpq9DDXnVLNZFiAhrEUyZAz3OQkQgl+UimGtCo1wmMKBqKAbbNhI4ndbGcze+18ezCYg/10RKarQgjFcOjpyY5nDP0+oo/Xx9VkeN2N9a8eqXAowA9NdOiAlpdbFvyUHIAW0t+Q8jycQEbQ6ajogCpmKhxKD3xIijspCoCWvdZTndQoHCmV+zMmeQR+UasrsF0xVB4eD4/wHLqFs1R1bPHxcBlkeJAQI+ubSJs7XMCw4pfniXAVNkUTtZGSii7E+iJEpCM4+R6Cy4HWM3X3FkWZervZgJUPchuAvgOWE3NvbhjHmysDef0DUDg4Piqh28e6GOeFnRvGuhNo7ZW9TugmgvdvMx3AOo6y4y6Clks1DxTFF/NW97kC6SSwyxtdwWUqfHUeMAxERgqC2eG+kT3S8U1cqJ03TwYgE7OoMNUIemGqo/dS5FykPJrpsA901r6toISgVzqwGrrvtP/9J1ACjXckvG0lWbIjKStifKLAcBu9zwAit2lqQCfjL6n7DlQx1a/dzdjHFn30UmBjSHXa44UmYgiZOQ7VdG9Dezte95QjMz47OL+ITXnsTUJLAsgrNZ+h/bo7MILL8TLX/5yfOxjH8P111+P/fv3r1ivGgQBzjjjDJx//vk488wzD8tYVk0H/4YbbsDU1NRq7W5Fu+iiizAyMoJrr70WRxxxxIqfYYxh69atuPvuuw/rWIb21LDBL01qD88ZMNeXukBSR44DBdj80FER+C01/GSmg0azp/XEKTq9Z6aJ6kiAwHcRCxOdVuDbLqpler+AXUTLct1x9TmKrCkusyme84BCpNjOQoQ5HSARBoQ0YqkdBFWMJ+G55hwpmhj6HN1YYM1EBWlOc6AIPkVHqcut5zpwOMN8Q0mFUsdaBe4dTcMJcp4SgX4ACFyGqu/nY2d6jsiRMY5PUeuf5oWoA3amwm5YlAhDjTAqIaaLMFGh1pZ4QfueuroSzYSyLbQ9zbEpPDTFuoBRgiFAKSTTikn62nFTTzERKMdrppc7ioEDISRYsA+QLnZ0U0x4HJscpsP+cjEyi3cxQvxgH/7GAMQHYy4H21SB+PEC+Elr0Msk5hOBXZ28/kG6QLAP9drR6PUSpXjjqboLAHn9RQIv9PKi7aKyCpniZEuLymbQIikJkWMbC6a7CSseObOcWfWbehuov0ltqthoKrQi7CQB2c/UfbK+5uv3fa4cPRUdVyCf+PUA8gZkygHuZ9DOt63D389UpsFQjlhh/dlfI+Sg2E2r7FoPe9z2WjHNrqQuxrYpNn1pHB2bmw+o+0lI0w+C6m5WSjzZike0Fsm5oO8VxzE1PbbjPxHwFa//0A6vSQyLbJ9IdsYZZ+CMM85AFEX42c9+hgcffBDtdhtSSlSrVWzevBlbt249pILcR2OrBvBf+MIXLnut1WqBMYaRkZEVtnj09v3vfx/btm07KLgn27hxI77zne+syjGHNjT7gVXKu2Q60jS6scGik4MEBcIBgCNZW4EQUtNTvvujPajXyhgfU0Wm9z2wAH7kBEqOAlVHjHAdxSX5SnsMcc6r97nRALcBvKFCQAPIkvWwJiCjVHYU6Ky4JtpX8+hvme+vGGWmYziSIXE5Gs2ejtYTKM9y1RXqNtvpxCiXPEzUVcMP1yrIDXxXyVxyrrMcSSpQC4lqVAR5NM8lh2mQF4tit1iyREhUHdMBtKPpLgwLkWrKE1qUEJsfbtcd2NF/m1tNNKlQz70pQCWtfQJmRBsZtXjVSv3FjFdRI4rgl5wE2v+PFtVJNJb6iOR+oHs0WOVeJFJiKnDASq6tnwjZSdWJBw78ZyrqmGypuhD4DjDXh3PKWsBhuKuTYMLjAMu3ZynQ34TxsdAqSk11rUQURUpBKadxkfNJ4yUnhjNDEXEK5wuAU1G3uU40J7aaDq1VtV+zD4p0E/WHCoFpHz5nSLgsUFSqngHd43m/CHsfNo0IkDpCr66nOse8jEHf89202IuCou92tgEw/Q9smUmixNG9TJ8zVCZSBTL3pMeNA6AKdNVxmonUajt0z9R9pjn3/UzRjoAVOupyw6u3a0scllP+eNF5oKZ4ZB4HNgy71Q5taABUlP7EE0/EiSee+Lgcf9U72V5zzTW45JJLcMstt6DdVm2uK5UKTj31VLzzne/EWWeddcj7TtN0WUewlWxubg6+7z/s54Y2tIeyny1luoiQQB0BB/UQVpzVKDPRQocBWR7NDXI9exWZq+jmPd1+gk43Rqcbw3MdpGmMdjfG3hw0VT0PgNDqH6ptfbEWgCJ4U2WmwRM9zH1uQNVgJE5tS+BGPcxtyUxlxmEgRQ6KYpNRFqDksLy+QKDXS3QEnqg2QE63CRTn2c0HSSCRPu/lja5Gy6bBkYpgG1UWu4OqkhU1INthKntiO0IKlHANrO1uv4BS+Bjk5WcWqCc99TjnGpOSiGmgBDg5EKQMiKLYqHO0aTtqPAywnDWiQtC82xkFAJpzTucLqGwM7W+x2UPFm0I3vB1wmwi5AuioeDj67iW1QZwBaR5WD13FwXcZGFV0h0rUPrthL5yXbcZJNR8fvncJkOo6yM5WgGVI86ZmvSRFmgqrF4JAJiQ63RilXPWom0KD306q9Ovp/B29LtX7XAIeqBuu1N2Di3MEPT92RNlcM0Mns3yjghkHTSJ0i02YKMMS5o65yMfXsOpStFqMMLUu/cxktIgCRko4lBGicQ+uSwL5BOZpfI1YYCLg+vXQekJTzQ+tZVK6oXPopBLzkUDNYxD5ul2KzdqieSXq2mD0XtcSsGLTO/qsqQ9g2lm2nW6i6AztcTB5eBpdDUP4T25bVYB//vnn4+Mf/7hugDU6OgoAWFpawtVXX41rrrkG73rXu3DhhRce0v6PPvpofPe730WWZXDsziaWdTod3HHHHYdFcmhoTy0jXWf7YZ1JqDpaGLARusXoslENUaDDYQxbRx08kD9Rexvr2PHAPHq9BAlUY58D8x1Ne7gzzfD0NSVwRg11WIF+Qkol44F5wA4W9QkrakjNsgwdwIzV7lZLD/yMmXMgWoWhJQAESul9BfDjvLmX2kmnG2O8HkIIiZGSiyj1dOdbALpBlec6aLYi1CZLiOLUohsxHS1UykVMd+Wlc9CSjLnajH0OdkaFMxQcNIDoDXS9itecjIAW0SJoPZDRPJYcWNdmuSOUyWLXVbtTrc29pp4FJoPAChFTOi/tAJQ8dPotsAoAEeDIMMYLx0uoZRIi59gjExAPtA2g76aQezqQYwqMs7FA/WwZAbopti9FmC65mNm/VX1euhivjak6il6qC5+pqDrMlZJ839WFobYUqMNsCUczfvr6tiPbhXvImmNyWO0eBYmwI8yUjTJAfFC1hpxd1RHXSFra16ufyQLHn641NSADFLhvtiMEvoOuq0Y5HjALeBsqls2DD11TkE37teleS7FS6FHNqSTm+kJneuiztL9kBSDXTITuJJsIVShe94v3C82lwxi6KWDHwOg+obodrc5j1QgA1ISPnG0si/IPZtCGNrSnqqVpivn5eYyPj8PzvIf87MLCAtrtNjZv3ryqY1i1XNp//Md/4OKLL8bk5CQuueQSLC4u6p9Go4FPfOITWLt2LT7+8Y/jC1/4wiEd4+yzz8bu3bvxvve976Cfed/73ofFxUX8r//1vw71VIY2NADQhX7EqyV1GaAIIFYqPjVccBXJr3lKom48YDhyoozxeoj166ro9RI0lvpotiOlxx1laHdj3NNIsBRLrXNvP9QJcNY8bsld2lF7WJSR4rjob3ouB05Rt5p0rClTUbMe2BULZJsuuUzTcQBFzck06BcI85b1occxUnI1t742Euh+AevXVVH1OdaM+PocSJd7PGBYV2YaWPic5TUJfNn5DTYBAsx80HYPdgQe7Ch5TGqaROdE80IAkcZA+6DaC+rWSWZHUgEDpgiU0fUguU2aR9tptKkYigKiqCakmGTOhaEVZWhFGbr9BOBKKvPYegu9TGJXP4PspopnVfNU1H5NCWxjBVhTAmoe2NPr4EfVwI+qgU2VgYCDH1UDHIYjQzfPAtyrfqSDdZMjRr7UUYXQrsfhehxRlMHhDGmaFZxBWlPEHbcj0VTISrUHXM87s2RdWU5DMxkzusZ0D9jXWL1mjkH68bQ2nMJ1JZlNA1hJocaoLUH3qiAjR38kl1+l69xN1X3Tz5RDrlRo7Pt1eTaHjPjyNpiPhQL79J7t4NnfNcoRkToDRGtSNd4z2QQqIqZ7ma4HOVu09kh9yHaSaHuaE8o+0LVNBJ3zcnrc0B47Iw7+av8MA/iP3g4cOIA3vvGNqNVq2LBhA6rVKl7zmtfgRz/60UG3ec973vOIdfMfja1aBP9Tn/oUSqUSbr75Zhx77LGF92q1Gt7+9rfjV3/1V3HSSSfhU5/6FH7913/9UR/jPe95D/7jP/4Df/M3f4Nvf/vbeOUrXwkA2LFjBz75yU/i8ssvx/XXX48TTzwRb33rW1flvIb21LXnTXq4/UBaiAhSat+OvNrgm6KIc32ho85Es6AHYCOWOHq6jrvuX0ClosBCmgo0mj0AwHg9RBynaPocTspQ94tRSXpwU2t40uW3edoG+KrX7KI4GxTrSJ2VlictbIomU4TaODWGD50IiU43QrnkwXO5juy6LoeX02OMTKSJ2GYSqIQeRsseWlGGhVhgPPSsrruGXw8YYERgjqKk5pqosVBRtOl2StdFzdVmS93DBiQUtfRguNNCGloEzSkBTjJTkKsoW7QPMjviTNfGVtmhn0YstQ6/b11n0r+n+fc5sGffkrpOrUgBfKeD+7sp3ra5iiNDF3JHE3JHEwAU/z6TkAf6+U4FkErIHHHzY0eB0IWc6+P6ERczUYZmfwRoHZ8PfBQLjS6OOXIib1SWwPM4knzRVyo+XFc5b1RzMMAmK1y7wQyLPUeKRbRcrYkz4wzZANnejuhsiVDF71Pl5bErrY4ji5kUArCxMBK0sSiuA1pvjb5yaHr9BB26pqOBBspT5WJzKUDde8X7Z7kJabJMejtrjmhK7Og6FeXS+0neYZachSwzqlIlx2QXxq3aEC3RKgadjyK0M9eN6aJmRfcZgvqhDY2s0+ngtNNOw1133aWZLHEc44orrsDVV1+Nj370owfVu6fPr6atWgT/Bz/4Ac4444xl4N62Y489FmeccQbuuOOOQzpGpVLBDTfcgJe85CX49re/jT/6oz8CANx8881417veheuvvx5nnnkm/t//+38IguBh9nb4rd/v4/3vfz+OPfZYlEolbNiwAW9+85uxe/fuR72vRqOBd7/73diyZQuCIMCWLVvwrne9C41GY/UHPjRtdtQeKAJMeiBTWpwezNR0iji5quhNUT4mAo7JEsPG0EEl9LFuTRVRnCITAo1mP//pIYpTNLumdbXtRFDEmX6rIlkTDU0sAGmDJYrG2bZSul8VnZrCPtK6JieDIn+xUNHDSqgkFKmLb7nkQQiJJBVaBYYUe2iMSrFGAavQVzr5BLqIKmEoFMaZIkBMNaQkG1hykGvWF+lG6hrCAjp0XYyueCeVuXKIiVASqKeiTToH2jd9jgoZaxZ6o+1jIXUkmY5LRbnq3M18TJaYzhjQOVABo30uP1pM4bocrsvBHaaKYGs/xPFVD3e0YkXadzjYVAg2FYIfXVMR/JoHNlUGW1MG2zKi30ckwCbLYJsqOKrsYlfe4Eom45DJOAKsxzO3rlP1Er6qmaiEPjyPw/M4At+B5zqgrqklR0WKKQJPDo2qlSjeV4P3lp39oh9bXpO2IWvEshCpV/OsitRLKzM4ARhHwy5Qt9cW7YeyPua+YKjnO05Soa+DUqGyMxNYtj9iSA3cfgUjSVtArZ/5aHlGyjabUkRjUNkgqfslmGg80/eimauV/1bjZIUfeo2+a2i8g58Z2uNjKoK/+j/DCP6jswsvvBA/+9nPcNJJJ+HWW29Fp9PBj370I7zlLW9BkiR417vehT/8wz98zMazahH8OI5RqVQe9nOVSgVxHB/ycdauXYuvf/3r+MEPfoBrr70WO3fuRJZl2LRpE1784hfjlFNOOeR9r6b1+32ceeaZuPXWW7F+/Xq86lWvws6dO/GZz3wGV111FbZv346jjz76Ee1rfn4e27Ztwz333IOjjjoKr371q3HnnXfikksuwde//nXcdtttmJiYOMxn9NSza/fGmgpCNAlN0UGRP0zWzyQWIol1ZRW1nusLTJaKHVLXljge7Ag8c7qGHz6whN5ICUmaIc2rpHr9BA/uaeCEp6/Xx7OLaAlkUj2APxCtNxQJpcDzUI2YAMM5tiOagpnOqRT9I5AtpGr6E7oMuzoS1cCB5yptdM9Sx3FyKgtlAGzVG+ohYHOrlV68ep86wnZSwMnHYnd5rbgM+/tCNyWicQppsiTEjaZTp6JZQPGm7cZLdI7dtDhXtiNCoFyfn2PqHZQaDlsGmmy1FwJrgxF+ij5TrcBglJocqoCp6HSvT2o2meo0m1Uw4WUo5xMhuwmya3apHQSOouEAwANK9IBNhcBYTsAOPMifLqL3K1O4aaGvaGnpKNBWHPxILmB6zTOQSWB/N84bm0mM52pINi+erivRm2j8JMdIFBjaDkChvsXex0rLdXAN22DV8OrV+qBMGqDmrptKjAcqAm0DcNqvTYMJXaCbGm3+WEjM9dV6jIXUDet0c7dUAnk8qZPmPQuk0am3u/EOzhd9J9DxKThADnzhnsw/Q45RcdzK2c4yqjUoOhiA+b7qphKTJb5sjh/qe0JJwkrYjinZQzktQxvaU8m+9KUvoVar4etf/zrWrVsHADj++OPxj//4j3jNa16DN77xjfjYxz6GxcVF/MM//APYYXaMVw3gH3300bjpppvQ7XYPqnTT7XZx0003PWJg+1D2eEoPPRL7y7/8S9x6663Ytm0bvvGNb2ip0AsvvBDvec978OY3vxk33XTTI9rXH/zBH+Cee+7Ba1/7WvzHf/wHXFddtvPOOw+f+MQncP755+Nzn/vcYTuXp6LdOJPo6B5ndiOeohUpGsh1rKHpK8SPt4vkqF38nq7AuskRuB5HqxWh2VY0il4/he872DvbxKb1oxjNmzFVcvCstMJVpM5xGOYjxSn3rDEpB0DqiN7yCJ36XckLVAcLE+0iVSr+tN8j6cwNIcdSrsfd56YJVC30dMS66pmIKp37QiQx00kR+hxRKsE5gxASSz0FnsZDT0daCQADy8E38dcdlo/RtSgLwoAcuygXQE4XMpz7TioLIM82BQ6XfxErvryqhbCBP+3HzkIARr7RXjP2+3oeLWeS9PWp2LafSfT6KrPTyH4EYBxgKULHwUl5YS1zOfip69VODvQVBeeBlgojpwJyrofsR4sAAPf09eDPXgP6xp5PBGR7q+LfA1gfnKkzHhO1IAfRRRoKOS5Vj+moLi2XZiIx6VAEePncrgQoS47pFdBJRUGK8WAg1OdG/lLto6gAQ9kdRcEazPAU5S0pO0RGXYznI6GcUs6RpjHSHOhzztBKVLfdqlOsYaHtA8fuh2DGRedJptWsBMOebqYDDFSsT9uRM2pnuSgLpeZNrWeSwyQj8G/u72KGwg5E2PcD1aIM7YlpEoaeuNr7Hdojt3vvvRennXaaBve2vfSlL8Utt9yCs846C5dddhmWlpbw+c9/XuO5w2GrRtH59V//dezfvx+vfe1rsWPHjmXv33fffXjta1+Lubm5Qy6APeOMM/CRj3zkYT/30Y9+FGecccYhHWM1LEkSfOITnwAA/N3f/V2hD8D555+PE044ATfffDO++93vPuy+ZmZm8K//+q/wPA+f+tSnCovhb//2bzE5OYl//dd/xezs7OqfyFPQfrSY4ooHYx1pJu74oNkgrpNK3NPMcE8z03zzTKqH96hvor9U1Ec82brPsGnEwYY1FSRppgtQ/Zz2cGBBNciyKSJEE/HzOgACCI1YpeVbuQZ2PzNR7UGe7GA6PbT4zaagTj3QiRtO1ByKuANq/1GmzsXnppjP1i4HgIVILKNZaFGXWNUezM61Md/ootdP0Osn2LPQxZ7FPh5c6GP3UoQHmikWIlPQN9cX2NnOsKsj0M8kmonMG3QpgFn3OTqpimru74v8PEnD3IAkKmSl86WmVx0LPI3mFKx+Br1PUhGqeeY4QhYBm5Dq3LspOXqmKDKT6lqJ3AGzC6rpfaKAUVaonwH7GorC1Wj2gM7TwKo/QOjFqLkMd3cSJD6HuGNe8/Cj7y4iu30OyKSSyKz5wFgA95fG4P7SGABA/qyBLoCtFQ8znQqYvx9oPBdoPBcb1ta0Q1fzuF6D5DhNlTk2hBxHjHCd7bCLMycCUyhrOgCbtWc3S6IsUTeP6tP+AKUKo7JM0Gtv0Mipo2tgR7DtjrB2MTZRoWwjZ9QU/5qC014/gRACge8q2VdXNRsb1LS3jx84BoAPjmEwyp7ktDjVvVoFAfZ0Ra4SpUAcHce+DjQ+4wxDa/2Tw9+0vsjsebepT9y6T+3xmsyIeW1w7EN7/ExRdIZFto+3OY6DWq120Pef/vSn45ZbbsGxxx6LL33pS3jVq16Ffr9/2Mazaq7De9/7XlxxxRX4xje+ga1bt+K5z30ujjjiCDDGcP/99+O///u/kWUZnvOc5+A973nPIR3jxhtvfNgmVwBw1113PeLo+OGwb3/722g0Gjj66KPxy7/8y8veP/vss/HDH/4QV155JZ797Gc/5L6uvvpqCCFw+umnL/MKgyDAK17xClx22WW4+uqrcc4556zmaTyl7GdLCjl0UonJkoqikhLFoGIOAXhARfsSIa1Im6EtdFM7emyAdcYUEJ0IOBqxRORx1Gtl3UioXPIwe6CNJM0wO9dGbaSE+Yhjbd7903DaFSXF7jypxgi0ElXkS4DLLqizI8eD0oC2GSk89X+SRzYJ8NQs+UzKEhAmIFAXOAakkeOh5k3C4Qxz8x10ujGSVKkHOQNhQs45yiUPkxMh9s1G2LyxDsBQZ8YD5NrfqmEVgTtSbZnpCX1tFqJiJN6Wq7T15okGpM6b6etHUXR7nkhb32RKiiCIutACao4XImlFmZmuc6BajZq3XJGHtk2ERKcTa0UbjNwF+AuY8BzUXI7TSi5kI4Y8ZhS4Z0mdw1hfi+nLmS4QOJDNGGxLVb22pwP+ss1IpcStjQi1UoylmWfphmXdfqIpVo1Y6OJVop343PxN66IRS92ozbPAPdF07Cgx3R+ZVMWvBHztglPVVIrr+Rxcp0SRIkBr1ps5ht0oayUlG8A4s4Pm6wJrlZmab0YQQqCW97XgedZC9WPg+nrROUYZEDhGJtM46kZ+kxwEGttMT8DniocPqHttIZKa7kQ1CmYN2/OqmmANRtzrvukJEa5wnrYN0pZsapX9XTK0oQ3N2BFHHIGf/OQnD/mZTZs24dvf/jbOOussXHPNNTjrrLMOG8V61SL45XIZN954I97+9rfD931s374d//Zv/4bPf/7z2L59O3zfx9vf/nZcf/31KJfLq3XYFa3f7x/WtMfD2Q9+8AMAwLOe9awV36fX6XOP1b6GttxaicTOdqajWIYXvjJ9gFL9dkR6PjIRRwJvRFlIhKFWkNkP9amySu0/bUNVR/CjOMW6NSNwuFKlaXdj3Dmn+NHNROhULHVQJWnCWMhcWUedg4pOq4i3Ak5GUo/GQR07B7O7RA8hcE+FtuRc+JxZkX/lDFXy5l6BY6KLBOz6mXJ4aJ4Xugna3Rg7HlzAz+6bwz33z2PHAwu454G96uf+edxz/zx27lrEnXfN4PY79qDTjc3r+9toJgJ7u0KDz25qQKaQRuLzjoVUZ0Eoy0G87G6qwH0jllrvnKKeRNUgpZLB60jRZtpXJ5UadNnridYJRVLpuLGQ+hjkhFHmJZPIKSESjVhgpidyDfY+ds/twu65XWCVuwB/Di9fW0boMCRlB/KBNtCKIZvqJ1nMwNaUVAR/ywjYxgpY6CrJzDUlJZVZ87Gjm+L4EQ/NzjogC8A5A+cMm9bX9Hqu+xxeXmRZy2UXlRNpFJgSoRqIEcA1lChDrbGBp2cBb+qsTHNL80Vrca5/8E4+dmSfMjCUMQMMR/9gRg7CShFq2izIC29HQl+De0Bx8TNZVLGys36ha2o37HVF79lgm9YNfc/QOWRyuQoROQQEuu2eCXSulLEix4pqX9T5Mb39SlND3yd2JmkI7p+gJlU/u9X+Wa0Q/ne/+1389V//NV772tdi48aNYIyhVCo97Hb//M//jOc+97kYGRnB+Pg4XvrSl+LWW299yG1uvfVWvPSlL8X4+DhGRkbw3Oc+92EpzLt378ab3/xmbNiwAaVSCcceeyz+7M/+7FFH15/znOfgzjvvXJHFYtvExARuuOEGvPCFL8TNN9+Myy+//FEd55HaqqLgkZERfOITn8Df/M3f4Lvf/S727t0LANiwYQOe/exnP6IutD+vNZtNXdj6eNmDDz4IQHlqKxm9Tp97rPY1NGXEpaUHYiuReKBtaByZVOAlFrIQ3QOAiYAir8gBmtTAFlD7JABJ0TYyAtclx0hRZtYDeaSiONSexzE330G9VlJdbzsxatUAsz2Zf1bqBzZxezupkQak9D4BWnqA78zPcWNo/PpOakC8HdUn9RICJnZkmbjuxCknh6efCUsG06jUUAQ7FhJ7FtUXphACO3ctIkkzdPotoP7fYLUmIPJqRR5BxpOI+usBlNBo11BumK+rwHcwu9DFuvFQ87I7qYkc2xmWjSHXKjsGhAEUnTfUoyIFiXoEEPgmMERrggpi7W2oqZi6zkwfh94bjJyWHENNqXm8oIKkroWpF7inmWFuoQO4Kjov0xo2l1zc30vxO9MjcPd2gYoL2Yq1LKYXAmJ/H2zEBXZ3AADs2FGwfBwyyiB+uohvVpREJjonAekoJibVd/Uxayu5Y2euPamykFEtg8NsCg/Tc1RxWaH5FVB0KAnc0z1BdBSaQ4eZpnOkEFP3TbdXor8BQFdIa96XG8mZLn8N+TUynZFtdR0aZ+gCC11FpzMF+LIAkskpsGUy6XP29R90uO37jjIZxgGUmAiYDkB0cweGsk11S0efMlXqO8iMvZR31iaVLMDuIbBy5sKm7tifebjC/aENzbY///M/xxVXXPGotjn//PNx0UUXoVwu43/8j/+Bfr+Pa6+9Ft/4xjfwn//5n3jNa16zbJuvfOUreN3rXgchBE477TSsWbMG3/zmN3HOOefgBz/4wYpNVu+77z5s27YNc3NzeOYzn4lTTz0V3/nOd/Dnf/7nuO6663DDDTc8YlXGV7ziFfjMZz6DCy+8EJ/85Ccf8rMjIyO45ppr8PrXvx6XX375YSm4PSxh7jAMceqpp67KvgbF/7/4xS/ixhtvXPGzaZpidnYWaZoeVGv0sbB2W6lVHMyhIbUh+txjtS+y448/fsXX77vvvlUpgH6im8MYIql4z6TMYiLvKuo901O0AIpY2Q2fiI6xoyU0l54edpQ6t8EkPazt7pyk911yVOFpJiXqIwrgzy6opzrxfKmokly4Ub+M8cA0mgKKMo0V1zycPeshTedARbX00CaQQUC86jGt5kEqJ/YDnfZHGQoVtRa68ysAxILBkSqyngigFQv0+okuTNy9r4kH9ywhEgtg4/+t6CbSBbL8izStgXmLkNIF0hrAUjRbVUyMqftACNVMK8qj5oNOSpIDy+mK0WYPYeQKKdpP14zAY2Lpn3PGEGWy0ISIKA5qnotfyFSQPVjzYINNG5SRFCdyXrXN4x7cXkhgrpuh04kBtwsAYN4CjgxdHD/i4e5OimekEjIVkM1EK+fImR6ypQxezVeR/JoHVvM1bcc5bT3u7KU4tpvgO0sRZFoDshBHbBoDoCQniVpC4NTnRuueZDxVobcB1vqcRbHodiVgSI40Sa/a0W8hDVUndBn6SXFNm+ti+kKQ2R9ZihX1zjijyx3bwSwWXd9YqHuK7pstoz4asSzcB7QvG+TTWOh45AxTRojWIkByr8Ypov3RZ+xMBK1XNUbo+aEi28mcyue5xe7WtvNwsCi8fX2o/mAlG4L7J5ZJFAMDq7nf1bBt27bhxBNPxMknn4yTTz4ZU1NTD/n566+/HhdddBEmJiawfft2HHPMMQCA7du340UvehHOPfdcvOhFL8LY2JjeZnFxEeeeey6yLMOXvvQlvPa1rwUAzM7O4gUveAEuuugivOIVr8Dpp59eONab3/xmzM3N4bzzzsPHP/5xAApL/vqv/zq+8pWv4C//8i/xwQ9+8BGd50te8hL84z/+I3y7TfRDmO/7+OIXv4hPfvKTWFxcfETbPBp7/Hgsj9B27typ/2aMod1uHxTMep6HDRs24JWvfCX+6q/+6jEa4XKjhgUH88geTUOD1dzXU9EascwLW8382c1hGn2BHS1TBEpgruoxrbHeiI0D4IGoGsjVcooPO0pnU6SQHpjZwHUSkvTr1e9uKrXufSX0EUWZLugTAnBTjkqovjSWYhM91zQYCyw4jAFcHZ8ziaUYBVBEqX1VGGpUWuzoN6X9a57piEkW5so7sTBFw5zxAugiOgvRTXr9BM1WhL37mwCAPfuaiLAPbGK7UmzxFtS+8+N021uAyAXz5yBjpRTjuY6WKCQq09RooOU3HStbQNF4khy0i4/JSnndAs8j6NR1wHbWKAJqc7ttbGNLH5JTZcZgCqwHP6uMgJyKkFOBKK1VnxvwGwtg154GMiEBJw/rVu/EfCxwbMXDum4KxBlwoA/5QEt1s83NLQHoppAzXfBNk6qrbY4c5VwPXtXDzQsRut0pMLeJIzevxfp1iqM/WeLa2UuEAZr1AadnQ8h1sTKdK2DUZAYzILacpcMMHURF75cruCgZSNOjYT4y9QCUzSI62HyknE0C25kExgOuHXmSsDRZnqLTQVx8m7aSSaWOFcfQevL2HKh5MGpZHopRcjtyb/9Na4XuF7vrbXGdUb2DWqfm3qIsQ3EsKpvFNUD3OWUnjV7/wRhLNsgf3K/KngzB/dAenVHPokdqH/vYxwAAF1xwgQb3gHIU3vrWt+KSSy7BZZddVqjn/Kd/+icsLS3hVa96lQb3ALBu3Tp85CMfwWtf+1pceOGFBYB/++234+abb8batWsLAi6u6+L//J//g6uuugqf+MQncMEFF8DzbIHjla1cLuMtb3nLozpXzjnOO++8Za8vLCyg3W5j8+bNj2p/tj3hAb4QJpzDOcc555yDyy677HEc0cNbtaoejp1OZ8X3u10VgbPVdR6LfZHdeeedK75+sMj+E91+0sj0w8rnJrJc9QyYsh+E4wHLgZQqbKx6DLPdXPKOcfic6ciheg2FhkUel5q/OlXmCF3Due2mCgRRRN0GDoPRWYqwd1KB8YBjfS5zmElg32wL7a7qFyGEQL1Wxuyccmw3bKnpKDA95IuFwKYhlc9Znq4vRggTYYrwGrEC8naHWxo7jXlw7BSNVCY1jYLAi+JTK0DQ6cZod2I8uLeBB2f25DvfBzZxI7zwAZQdBo9zzMcC3SSPfLAMkA5kPAlIB166BV7IsXlDXY8h8F0NJKmhEs37TE/JK5Y809RIFeMyfW4ELuk6EBCla0nnoqRPGZqJKGRKll9L08EYAPZ2RQ4EDVeas2JkmObbYYBgau3YzZsIMAoJzC100IkPgK37nn7/zDWKfy9nuloSkz19DJjp6s9E319CMMbAJsuqs+2eDvacMA4AmI8FerHAdMnB3WkFcu4l2OM3ccyRawAAifC100u1CqH11BBSnfN0xUHJM69R9JpANxnVKpDDTOC+lci8RkOBU9tRI9rMxtDJQXQxAr2jleGIEUdz1SmTZDtWRLWiKHzJMV1g5yOJqbJZt9W8oJW+M6hpXSJMxLzimusnpJF/bSYCocuRiKK07kpOoR2pV03BoFVy6PuJwL56nQEWtVDNgTkuOZikZkX7pXOwjQIQFJCgrtXUNXmQdkQ2BPdPTJNQjakOx34fa+v3+/jmN78JQAmSDNrZZ5+NSy65BFdeeWUB4F911VUH3eZlL3sZSqUSrrvuOvT7fc3/p21e8YpXLKPhrFu3Dqeeeiquv/563HLLLXjRi160Kuf3SO0973kP/uVf/gVpmj78hw9iT3iAb9tnPvMZPO1pT3u8h/GwRh7XwTrW0uuPxDNbzX39ohrJFAKGHz8RqIddJ2/qQoChnuPHksMw0xOY6yuZxapv+LRCQhdckpNAD8hG/lRPBHBUVW1DEolq/0U5PDK78Y5tDoMukn1GXd2Oe7sCQii988nxCjhn6HRjVKvqC6ibKkBOnPPBww02pjIPa0M96WpKgNScYQLsK4ER24jmQIWTmTRa4QROibpDCjkP7m3gwb0HgNIcAIBNfRnTI11MBT7K+f5nogz3505N4i4pAnlaA8Q0OOeoVlXxJwC4HsfaWoBR38iP2tzqDSEvFB3S+iDJzJKjaFetDJqvTGDUBtjEWbZ59761FohbTtz7TCrAqd5XXOh+xjFV5jorQtsT3YeUjAbXieqwa9ZkFKfA6PcUlQnAmZMMIWeothKwo2rIHmhD3r0EuAxoJvpi+iPqN9syorrabqxgOo/gj7oCNy308y6464GRu1AvP1urGTlMAXtV9CmXOYEep+i9HfXFMqP3iB9vO4xUUEvZj/lIaMeN6FfTFQfNRIAzrilxtA+K5JMNNgujMVMWxmFFDflaTkkLHHWu1KiLs6KTIpjJfJUchno+R6GrrjXVUfQz4wgMmpNH86mY29HX3WRqqBi2EVt1MYmEw9T9TvekfW8qGp2p+yGHgfZPvTkMhajobFJkn5xd6mFh5pCteF2HNrTVtp/97GeIogiTk5Mr1h6SsMgPf/jDwuv0/0qCJL7v45nPfCa+853v4K677tI9lB6JiMn111+PH/zgB485wAd+fobGkwrg//Zv//bjPYRHZLR4vve97634Pr1+wgknPKb7+kW1wW6Ydj0fSefZvGiKfgMq2qfoJsVUd7ObgHOGZpsoIQoQCSGVbGOJ6+jqQmSivhvCYrdTimTb0Twq7LTT4ILJgvb+yceuwT2zJczNd/DgniWsmxzBmglVb7HQF5oSQeowNm/ZFOEV6TW6UY5jQE+Ume6ygw9wwwsvNoFSzXigOfpKzUdFYE1mQTWy6vYTLCx2MTffAYJ9YJPXAQBOWxtjwvMROgwTvoP7c0rJfKLmez4KgKyiftIaavUAtZESalUVedk8XkLVU3UOFDH3OMPO/HodXXW0ug0phxAVClD/NxNZKCQkR8dWQuJSIhFqjgiY01qp+1xfX5qn+UgUqCELkQQgMF1Rn30oJReaN7N+1HFozLMLs0B5PSY2XA8AOKk2guepEDjEdw+ATZYUuE8lZEdRoeByxbkfCyCbMeA7gNMD26TW0pX7e+hlEjWXYz7YB2/xf2JyYwVra8qZDCx6GzlRVKsAqEzJUVVHr29SZjK2/AFFTg2g6Ga0Tkn9ZikShW6xietgIe9krAq582Jey6Hb2c5UszdulKEGzY5ie5yB5w9PJWNJr5v7k+hcvqU8k0mpex9MBMahmSoz7ZxsDJ0CnYnMYazw3UNzAZjMH81tnCvzkHKQKl42kqyALEi2kpNriuNNBo+uC9HYEqH4+Y3YSMjaWTtT7DtsbvVkMYknNgf/0djDCYtUKhXU63UsLi6i1WqhWq2i2Wyi0Wg85HabNm3Cd77zHTz44IMaV/2ii5g8qQA+2dVXX41LL70Ut99+Ow4cOIA3vvGN+PSnP63fu/baa/He974XGzZseFzG9/znPx+jo6O477778P3vf3+ZFv4Xv/hFAMDLX/7yh93XWWedBc45vvWtb2H//v1Yu3atfi+KIlx55ZXgnON//s//ubon8SSyrvXQpCidDaptNRzShu9nEjvbAvcd6OHICSPbWnEZ5nrUoZKj0+mhPlpCY0mpknCHYd9sC6WjJnSWADAP2rm+4gaTxrXqwllU6iArcLLzSDHtq58xPGP9CH4kJOYWOhivl7Fn3xIAYPPGOoR0NT1HRdTNk9jmi9tmj8GOItNYDK3CzBfVG1DUEgCyjFSCig6ADV4WIpWBODDfwexcW1FLxn+IbRv2AQCmSy6Or/qY8h3MxGq+72jGOLaieB7bu5EZuHTgehyB72DtaCkfryomJE43nY+tktNN1bVXuuyUbcmvU1c5STUPOnJq859pH2TkSNl8bTpfO2PSz1QGxr6+dZ/p7QFYzqShNVGjq4rL0BxoltXPgB/dewBgGdjEjajlHY31x6IMbKqM7NZZsJoHOdMD8s+wzSNA4IBVXLB1ITDmI6162J2v8URIlTlZWA/Z2Qrfd5FZ1JEH2obrTtSR0DXnMFXmmv5lc86NMX0eJF1p1yU4AcNcX2hnda4v0O7G6PVUBoI7DIHvYg7AeFk5EjY1Rs0/wxEj6mbf01VA32GD/QyMUaGr7YgBBmTTPgne2NSzECynAZruzJTBAoCNoaPpL7RfcxxZWCsZMxx8j1N3aujMYz9TDg4AzDZ68NdUIGReJ5R/lrJydvbKnl9yXIiCU3K4rtexi+JJhYruH3IShja0++6776D03YPRfX8eezhhEUCB/EajgXa7jWq1WqjLfDSCJIdDxOSJZAepkX/i2tve9ja8/OUvx1e/+lW0220kSVJIY9TrdVx88cX493//98dtjL7vaxWfd7zjHQX+/IUXXogf/vCHeMELXoCTTz5Zv/7JT34Sxx13HP7kT/6ksK/169fjN37jNxDHMd72trcV+Fh/+Id/iLm5Ofzmb/7mw1al/6Laf9wf6dQ+ReLtKC2l/+0Cv0SoyGHVYzhyooxRn2GyxDFZ4ggcYLzEUQs9xHGKSsVHsxWh043R6cZYWOxifKwMhwFzfYldHdVp0j4OFXMOAgu7iyqpkpBEI3GEqYCPuscetW4EW4+eNM2NAOydbWFPV2mk+3nxI0VF7UJXw5832Qn6MZ9RYG4lVY1MSg2S1NiL2u40vxQNz6TETE9ptsdCotdLMN/ootmOgJGf4dhN38F0ycV0ycWxFQ8THkciJTwGeAw4qeYjFUAqAM9rAW5T0VGcLibHK5icqGhpwQ0h1xkGmytM13EhMiCaCisBFPoVtPLut7YzSNfH5j8T0CHqhz3PRSBpNOErLsPcQicv+jTa+3axqeo6arqdkvmcFSL9FZepzrXlXUAW6Dk8quyiV/Eg/ms/xB3zYIGjOPaROQl5oK8KbDsp5IEeAKCXSUz4HBM+RyqB2xdcIB4DRIBOr4t6rYRfGnPxS2Mu6j7TGvyAmqduqiRXd7aFdkYI8IcDANHUeYiDKrK0Eolmoo7R6cZoLPXQbEdotiM0lvqYnWsjTbO8UNqsuZXMpuvQ/QTQNjKn5hRrVshBNU3bTBG8AsZUTA+dMSIQrRx4dd1VYzyp+fO0VgfHSwWy9vcS0YZUsbGa424qddfiSuij0c8QOIanv1JvDWo8RjUh9v1OFBx7Ozo+vU+vmblZWdlpaE8wk09sHfxHdSoPIyxif+Zg/z+SbR7JsZ7sIiZPqgj+ZZddhr//+7/HKaecgksvvRQnnHACOC8+NbZt24aNGzfiyiuvxPnnn/84jVRVf1933XW49dZbccwxx+DUU0/FAw88gP/6r//CxMQEPvOZzxQ+f+DAAdx1113Yt2/fsn1dfPHFuO222/ClL30Jxx13nG6m8OMf/xhHH300LrroosfqtJ5w1ooFMiFRzxFa1WO56o0pGPN4sTNmIhQXe1cn04CAii/9HOw6kYRfC3CgHaMjJBabChwpTjxHKxZoAQg9nhfvqYhoLJQeveLgMmTSaMPbKXu7SFXIYjo9ytQ+SPZPrB3BQjfBpnUj+RgVIKBCUgK5OsIuDZAkbjEVipIROH44ykgigCyPEhLII2cEYOholReJhcgUR87OtbHjwQV0OjEi/06wse2YLjk4NicnTwUOpgDMADoifVcnQc12NHgKOB3Uw3WojZTAOdNFriqqatGOWLFrrSqMFgWwklhPK+p6S9FgnncitalcdlSa+Nmk+a7mUMmpbgyN0kzN4/jBAZV9CHwXC90E3oin59zOEhDQbOXSjwmUw2GDUvqcEBKQLsLafUikKiQ5Isogf7oIbKpA3DEPBFxRcEJXy/+wyRLQTcEmS2BTIVjFQ5kDNy+oMXYzgW1rJLY3K4DbRKUcIix7lpKQ1JQXRTEqjo1qFsYDlqvPrKyZHrpM8+xtZ5Lei3MOeyYkFhpdJKm6MEJIjNdDRHGKcsnTDpXdkbhIawJme6po3e5OTPPPmVYIPUjkvtgYCigWllJWztwD9vpRsp6KumXLzprCY4r2R1JlEOxieUDNZZSZKD7VnKhIvkCUZ65iAd3dFyC6GXHr1TqmonGgCN4fDe1mGMV/cpgEkBwGMCoBHH300YclUn8wezhhEWC5uAhtQ+/VarWH3eaRHOtQREyeSLbqEfwDBw7g4osvxhve8Aa85CUvKUgP/fjHP8ZXv/pVPWmP1i699FKMj4/jqquuekjO+dOe9rSH7SR2uK1UKuGGG27A+973PoRhiMsvvxw7d+7Eb//2b+P73//+oyoWXrNmDW6//Xa8853vRBzH+MpXvoKlpSW84x3vwH//939jzZo1h/FMnrj2N/81ryKbUEC/FQs8sBQjFsVCPXqomsizAhPtfopq3pHTjp5T5HHUV908y2UXR28Zx9FbxrFucgSey5EJ9fC9f29TP/QJCBEnn2gtg0WFFBUjAEEPXIrmU3dLonesK3Nsqvmo+xx1n+MZdQfHjbp55NlQjmi/tjQnFZoGTrGxziCdYlBXnOaM+OvEDaa/qTsuRcF3dajTqoq87tvfxNx8B81kJ9ia6zBdW8R02cQTai4HAgfrogweY5gKHGytGBmyJPOBeBxoHY9N62tI0gzjoacjkHbknjrIkjIJ6YEPSoPap+gw6gDM9BzZVAvbkjyiGuQKNzQP3XRQTUjZZOhgMnSQphk454VIvaFVqY3IuaP/qeup0nVXTorD1DpkpV3oZhIvHCvhhWMlzIYu0E2R3bxPDWYxhrhrSUft0U0hd7QAh0PO9enEMR8LHFVWGYDQ4dh+wAV4BLS3qq6sws6IqfHt7wutgNNJpfYh6LxoLlaK0tu66vT3Ukx9KAwv/EBbRe+TVPVM6PUT9HoJGs0eoijDvtmWbkhmm+lia+gmJLdJ14ayJwsR0V/MORI1ju4J5TCY/dNaUw27zP1M14l471kuOUuNsigDQF2fW4ks3PPmflL3lF0cTA54vVZGvVZGueRhQ9UvZHpozA4rrkPaJ2UVaY0NcuoH73kyu8h8aEN7rO3hhEU6nQ4ajQbq9boG6LVaDaOjow+53UqCJL/oIiarGsH/93//d/zu7/4uOp0OpJRgjGHjxo36/XvuuQdnn302PvvZz+K3fuu3HvX+77zzTpx++umYmJh4yM9NTU3htttue9T7X20rl8v40Ic+hA996EMP+9kPfOAD+MAHPnDQ98fGxnDJJZfgkksuWcURPnnt/9xpOHGtdh/tjlJfKZc9LJQ9+FxxmenBRg//bqok5e5rZXjamI+ax5HjJAAEsKElHgEgijJsmVJfJJVcTaSfATOLXaxfV9XFccBy3WhSyhgEJfSgtyPrBC4JcB4x4uhGUbYR2Hj2hKsbZu3qCBwxwvUY7YwF7c8oaKiIe5QpJ8ZEF20wLDXgVcV+hrNM+6do81xfopsINJo9zC/mNJB+muvc34gwnMGxlQBTvoPpkvWVk0mkVQ9lAdzfS3F3JzHv5Q2uNk1Ow3UdTIyFBdUPmyNccZUEJmVsAKV40klVVJP6GdhKQXStlIQiQ8kxRYt9S6KR1ERsWUdT+Kj42JkF0ksOMNtW5xH4LjrdCP2Sg35WBHA0z/ORKGRRiL5F5yWkKgKfnWtDutPYXHJxVz5PzzvQh3Q4mMshUwEWuuATQTGCPxUCrVjRd+Z6YFUPd7YTzOd1D4mU8NweErcJpDV4Za7GbWVrQpdhImCYj1Rh6Vzf0G0cJjU9hVSdSg7TalNKVWa5jCtJby7FZs1xzpCmAp1OjLnFJTNPQjl4VGDtsGIRLTUPo9/Uw8IUxprjAtBrZbBuBVD3PGUHbLqRfe+QupbNX6dsj5/XpSzF5r6m+hbKYnhcZREyae6p+cj0aSAHsN1PMZLfL3Wf6/VYzXtT2M33SG0pkxIeDE3QbtJGtQF0zIM1qxpKYT75TOIXp8h269atCIIAc3Nz2L1797IC2IMJi5x44om4+eab8b3vfQ/PeMYzCu8lSYIf//jHCIIAW7duLWxzxRVX/MKKmKxaBP9b3/oW3vjGNyIIAlx00UW4/fbbl/GXXv7yl2N0dBRf/vKXD+kYnPOCLv7BbO/evbo4Ymi/WHbNnhhXPBjDcx2EJQ+Brx6Age8i8F2EJQ+75tqYyyOOKuJaXIf9TKnk0AOOUvQ2CC856uE4Hnp4xqYaqp56sAaOevB3E4FyycsL1aCj6xSFp4foSpKZZhwG8JEjQD92s6W6b3i+9hiJR+7xIvfYBjcU8aMmRKaJEtMPfwL0dkSRHB7KNFBmgygS3Vyr/IFWhvlWhEazp2g5D8xjxwPz2H3gfrCx7fBqP8FzRgOcVPMLGvJhTrZPhFLOSYTEUiKwo5diRy8FWsdDHngxfN/BxFgZa2tBoU5BRecNb9kGxjRuipgrcG341XYmh+aLnBVydqhBlloLRkaTGggR4CIgTCC9nwGbaj421Xy4Ltfrk6K3iTC1GHZH0kyiUFxL4yOw57kcrHIXNpUdnFwPcHI9ANtYgdyjUsuynSLa0UeyL1IR/MUIWIwUhQcAmyqDbaxgl5Q4c8TDtrEA28YCzMcCSRpC9o4A3CbqoypaTNFtinQT931HSyyjeDRiFRWn6DhQvB8Am0plQC/Jg3ZSkgHN0O0nmFvoqPoLtwmwDFGcYqHRgxBCO6dKllRqKkuxONYUf9O6pnVM96MB1FKvdSHVvaaoWMxaa9AReeqoC5haCxpTyTHONBVkU9aDajro3iRZTZUZk9rhoDXbjQXGQ09n6Ki4u7IsGKDWasVVhcZGx16B/oVIXRcq1j6YDaP2Q3uiWLlcxhlnnAHACJLYdjCRkpe97GUH3eaqq65Cv9/HmWeeqTXw7W2uvPJKRFFU2GZ2dhbf+ta3MDo6ihe84AU/xxk9frZqAP+v/uqv4HkerrvuOpx33nl49rOfvewznufhuOOOO2Q+13HHHYfvfOc7D0nxmZ+fxx133PGk9biG9tBGtIzxEsdENVCdPQEEgYMgcNDuxOh0YsWdz1PxjVgSYwHzkSpO3ZR3QI3z6CyBLjICj1VPAWEC+JU8CjcacBxZ97GuzHBUlev3SV8dKEoGEk3DFL6avwl40Gs07kxKrS1fySk79EPAPXTVMWxO8q6O0IAiys9rMLVPwIukJEnFpJWYIkRyOqjPAI2PaDn7mxHmG13ML3bxk3v248E9DTTj3WjGu8HWfRXe2O14Tt3HVH7wkDN4TP3MM4amw7C7n2I+FrijGeOOVoz7myHub4aQ7Wcg8F2MhD7G6yEyaYqPKy4VyAo0YgNACSwO/hC4owi9UlExmuMUGW0tA9jFa0XzQaCsmyoga0eCqdOqw4CFxR56/SSP1EvMR1JvSz/2OiAnhYBhljsbP36ggWZ/Dqjci/lYIORK/17cvaQI3gAYB/xJB+64C1b1zKBrPhC6kFEGuaeDqcDB9m6K7YsRti9GmPA5kNbAnA6QjINzBocbZzIWhvpCv/d2hd79fCQ0AC45xpGxnVUqJreLPWkdU4F3P5OojQQIfFd3bFaT0kGn30LgO7reinxmArcks5nJItWKrjmNnXj1QkJTzCizQtk+AJq/TuMn55joc4Nm1LCYRRcyjj4p2ADm+4C+c8hIFpOc1Grg5DUbTEftab4AxcP3LCeErleYF5Cr+hrjoNB+VeZteZBsGLV/cpuEUtVa7Z/Hy+2j+skPf/jDuOeee/Tr27dvx6WXXoparbasY+zv/M7voFar4YorrigEkffv348//MM/LOyX7LnPfS6e//znY//+/YVuu2ma4m1vexuSJME73/nOR9TF9oloqwbwb7vtNjzvec/T+qIHs+np6RULSR+JveENb8Dc3Bze/va3r9jdS0qJ8847D+12+5AoQEN74pudVXYYMBL6qNeMzCXPPxDFKWZ6QmuzKzCoeOJ3z0c6+l2zWtcraUUFrqgBFoEGAmSGsqAa7vjcPIAJgFL02KaRkLoPKfxkeTdOO9pv82mJr8wZMF3hGA8YNoYcG0NFKSLwaafZaV9TZa6KNgVwX950yU4kENCZ6wsN2qiZD/Gp7c8qYGEikv1MqXvMzXfQakV4cG8D+/YvopneCzZ5DdjkNfBG7sNp4wGOKruYLjkoOwxLqUAiJRIp0RUC87HAXZ0E31mKcWc7wf1LNcj9L4Pc/zKgewTqoyWsm1TFTUT9IJUeNYdqXskBUVFxA56FNICTHCYb9HVTE5lWa8DQLmyzgVcmTQTeKO9ILcVKUfpEAJvXV8E5w2JOH1MA3mBvcqqocysdmoCrrXgS8HEgrWFrxUPN5aqGIQebbPMIOjNAPJ8hXUghW4bqxLeMgG+pgk2F4MfW4fUyHBm6KDsM5Zx+BBFAZhVABBgJfZw44RWcuYVI3Q8EcidLXK8Fimp3UgWSHcY0hYmMVGXstU4W5ZmM0GVYaKjATRynQDCnfvwFgKVod2MIIQrR9kETucNhd6Al6pnNRQfUmm4masx0T1LdBv1NRg4KvW7f14NWsQC2Xfhua9ur/819Rz+0NpYiofdFa5nAve1EkENor1kD9pl2LnzOchUnWcgaDWryD21oh8u+9rWv4XnPe57+AYA4jguvfe1rX9Off/GLX4x3vetdmJ+fx0knnYRXv/rVeOlLX4rTTjsNSZLgsssuw/j4eOEY4+PjuOyyy8A5x9lnn43TTz8dr3vd67B161bce++9OO+883DmmWcuG9tnPvMZTExM4OMf/zhOOOEEvP71r8fWrVvx5S9/Gaeccgr+v//v/zvk877kkkvwT//0T4e07XHHHYfTTjvtkI8NrCIHv9frPSw3HgCazeZDyh89lL3tbW/Dl770JXzuc5/Dt7/9bbzkJS8BoDqYvfe978VVV12Fu+++G2ecccaTpinW0B6Z3TijQEsiCIwrwDmaazmT6kZY8tBY6qPZiuC5Dup+SWtPAzngEypap7rOFhtj0YM/dKnba7E4kDMFDCdLXBfVAWYfVHBH0TV6GNMDHyjy7n2L+04P6sGOlOAk42foHOAGEBK3W2vbW8EG0genQj4AmsNLDbLiPBrt6XPI6S2M+MNAJzbHm1vooLHUR5pmuO+BBfTSeaCyD6y+HRNjqrj9qLKPCd9RyjKuksPsZRJ3ts11bKYC3Uzi9qUIM61xyPnTgf56AMDk2CiOOWKNiuhazayIC2+0wqUumLUbMBE1g86dM3UO1GGUopp0vSmCGQsJ5CCy6iluf91nBQoQAXtSKal6HAuRQCxshSFVxO25DpLU0MXqfjFz43EAwnYii/UciZDYt7+FiO0CK+/EkWFNd/4FALmjCQAYeXoA2U2RLGYKNa9RaWjZSYHFSKmkjyl+fpgKELb75nwf8OeApsp4RnGa00gM6M3ysbUSqWs2dufXsVNydY8BpWAlCkpEgIkO077m+kJnlAKr6dp4PUSzFcH3XdXJGMhlUkfhuSqCz/P5tQuTHWnuC2psR06Hfb2oOy2taXNvMk2fmbAyYZRxIMfAro0YlJqkz9G+fc4gdN2Pch5negIb8wZ1RB2jMZIjSlkklXFgCCzKEY3DHqPtQNhZOo+rjBkpBpnmbRKdVPH3D8bBH9qTzyTkYVLRWZ19zs3N4b/+67+K+5ay8Nrc3Fzh/YsvvhgnnXQSPvnJT+Laa6+F53k488wzccEFFxyUMvNrv/ZruPnmm/HhD38Yt912G+I4xtOf/nS8/e1vx7nnnrviNscccwy+//3v48/+7M9wzTXX4Ctf+Qqmp6dxwQUX4E//9E8LlJ5Ha+95z3vw0pe+FL/zO7/zqLf9oz/6o0JW4VBs1QD+li1blrUOHrQ0TfHDH/7wUSnI2OZ5Hq655hq8973vxac//Wl86lOfAqAKIb73ve/BcRy85S1vwSWXXLJMPnNoT26jqFMrIWUXifGAY64vUPc5JjaqIti9nQy1kQDNdoQoTjHbzZAJiWr+9OtnEmtrAZSGPNcA0QbLFDkDirxzGoeKJgOd1ICWwcgf6cXbKX07Td/PpOakE9CwAbzZr+nYaRfhQphiX5vfS/uhrESW73tnO9NgP5PLm4MRJQEoZhSo02srUYW0AJAmAmma4f5di+ixe4CR/WATN2Kq0sF0SXkXU4EDjwFTvoP5fDsC9eocGJqpxK2NPuaXNkM2ngs0T9DZmCOmx1Cp+KiFHsYDFYGsuExHcOMcDDtM1UM4jGvKFZ2ToUMp58TnluKNMCo7NO8KrBc16Il6YUdc+5ZaC831qG94+kSX2us6WFjswfU4Gv0M3qiiXSTWOfhcFYSSWhGNFYB+vdOJgfIuTJdcJEKinBfZSoeB/9K4ksjMJFjgwN/sAWMBWO7JsPFANbiqeWimAi5juH0pxlJ+TV6xNsSV9x2hzzcTEjtaWUGCMRGmrwNRhzbVFI3mwUYEn/sDHHgjlzoI9gGVAaDrREA5EcpJ55ypCH6SPyP8BQDK8aD6K8q6kFE3Zfu625Ke+tykyZDNR8apI478IP3GprWYRlGmi/NK+JgaRpETYttEwPU17uS1IwbQF+t1BrXpSaHI0fdmURHHBvc2NYiuC80Lfa8Mjm1oQzucds455+Ccc855TLZ7/vOfj6uvvvpRbTM9Pb1Munw1bGpq6udyEH5eWzWA//KXvxwXXXQR/u7v/g5vf/vbV/zMhRdeiJmZGbz1rW895OOEYYhPfepT+OAHP4ibbroJO3fuRJZl2LRpE04//fTHrXvt0B4bI0k7AmEbQ553gFQPx9DjqFUD/fkoThH4LvbnnWiFEKhOhJq6U3ENxx0o0jUoem8Xve7pCkxXFO96IjB62Jo76xmFD1vv247A03tG1k91rqWHLmeqOI6AItFBqAMlARiHMTiOaZxjHAS1X+qGWXKADaEpeGzEAnu7QlN5VIaiqClPIKXkMOzvK6UXkiTNhMDe2RY66R6gvAA2+f9wbFXgqNDHRO602FHmbibgMYaekOjm83R/O8GObopmrw65cCoq4pcQjns4aotKu9ZHyxgJfUyWeB75JilQE1leShQgzIREKxaIXYYod1x6/QQT1QBLvQRZyVXrhauoKBmdcywkPGEKGA3QUnPTyvnZBHTJqp6JDrdyeordBTgTEq7HITIJhzMdwTcgDbmDSdx76OMBRqJULYoIXSHQExKzOZpbC0D8tAHUPCCVSO9XBbcuLO7sQgTZSeGcth41ADOpwLZ6gO2LqqBsJsoArwlIxX2fqIf5nIt8jtR6nlnsol4ra6A526Vuzww/fWARzz56XEtFelxlPtQcGeRJzpQd/e6mhvbkUYde0QOqO9UVKO+EnH8RPJfDc50CsCdnL7Q6RVNknChn9DmldGUKtGtWlquTCpQcrtcCOYJ0v6iIvVIEInobZ8XaCft60Zqg+4kzs26JPUWUHDK79sVxTK0BZTc4w7LvJDqmbbZOv/05O1NYOsQM+tCewCZVg8DDsd+hHbq95CUvwdVXX404juH7/sNvsMq2agD/j//4j/Hv//7vOO+883DbbbfhVa96FQBV4HDVVVfh8ssvx2c/+1ls3rwZ55133s99vMnJSZx99tk/936G9uSwk9eopXr7gbTAl06EKjijB2epwlByfERxiijKACg97SRHSkHgIMlpOQSubPoFFWCSVCaBXQJ/U+ViUSUVDxL4pgjneFBsVf9QEbOVut6O+lT4W2wMBJgumwRESTHEfh9Q46r7RdBBRmCTmkGpYl3oOSDZQ4pa7u1mcPNuuvv2L6DTjQFvCWz8W9g2AWytBKi5XAP8XiZRdhjmEwXu5xOBXf0UvXxSZqIMzdZmyJlXwRPrMLm+giOmxxDmGYCJaoCSY5oSkcrHSjr1Bhgqhw4AXJfn6jMOurFAxBmqPjeOoMuQpATSi7KLdt0EqalQlJdqJ2ieqYDW5yY6Stc9TTO0WgpId7oxNlTWKLBoaeCT9CTVPSoQDH0+QuZ1JamL+V4Zd3USvKauHFhZ85WSTjMGfMA9ZgRIpWpulRvbMgI2FqjBRRmaqcD2RoTj8+LcO9ux6mIrXUxOVOC6fFkdgsOgMyuZBLgEqnl4PHYZ0rEQd820sWWyolVlaA1OV5bz1e21C5hi9r1toRo6CeOgI60BwRx6/SMRxakG8zatSkjjBJMCVOjaxbjGKQ45g4ei1CZFz4kaR/sctGYiNHhW0XCbzmPPFyvcj0o21PzfSaV2gEwtDdCI1Tqpj/ioOkYWk+aMmqzR/fxQDBuiFNnfHbaC0UrFwkN78prE4Wt0NbRDt7/4i7/AN77xDbzhDW/AJZdcgvXr1z+mx181gL9mzRpcd911eN3rXod//dd/xec//3kAwNVXX42rr74aUkocd9xx+MpXvqIbEgxtaI/WTl7j4nvzaa6JbqLS9LDf2c4wHnA0amX0+gmEkIjiFF4OPAPfxWInRqnmo5NCR+9D604goEAPUPshaatSeHz5A95zmQZmUU75sIv7yKh4V/0tkaTLKQI2b5/S6/b2gNmHTTmw6T20H9uqHsOzJlwICexsq0g+1RzQ+/3MFCZSRHlhURVBNpb6iOR+sNHbsW1dE79SDzDhO5guOVjKw0i9TCKRQM1luL+bKUCfCOzKw5bN9kbImVeh4m7EkdNjWL+uinqtvKyTLABNY7EdMbquJEOZpBnSVMB1zcnONyN4Lkct9KxoqrleDjOULNLLr/vGMSN5QsBQeRKBwnUXEnmhtski2fjY9x30+ikmxsqY6Sk+P8lhOnnmpJkXoXZTQxMC1HgWehlm59pgaxdwZDXCdCkA6BwVrwQsyiB2NMFCFwgcyE4Klkf55Y4W2LMVYJ5nDMeWXGwqufjCvjzazxjAMiALsW+2hROePqXmMweejXaEdidGrRpACIlGmqESBtqp6vUTtDsxxsdCXTRMNBYaIs0dvW7fCwRi9/eF3mfgu4hYHp53uoC3gCRV60Z1K3bh86J2fd1nBbBsA3QCulSgqorjjdN4xIhT2IZqUuh+oiJhukeoPsaAePu+M1116b6j7wOi1NH9RHQdutYAsLYW5PQzVdthR+pp3fl5kb1nfWfp7JtDhfKUhTST3YiFli5txKbr89CGNrTDY3/yJ3+CE088EV/+8pfxta99Dc961rOwefPmFWk7jDF8+tOfXtXjr2qjq+OOOw4/+MEP8NWvfhXXXXddgT7z4he/GGeffTYcx3n4HT2M3XTTTbjpppuwb9++ZdqlZIdjsob2xLBnTbj4SUM98AcVLSZLXEfche9ivtFF4Ltw8ocjFeMu9AWygOcReoAe0nZBLhkpngDmoc/ZyhE0RcVR4IFAAT1w7UJdu5iSIvwEXol+xNkgr94ek2nMJPKIOwGUwejjYIMl5Ryp/4+pOZp+QjzePV2Bmqeiyvv7QimpNLqYPaCai3W6EdjY7ZievAtHlQOcNp5/WXVT1HJPqZkqlZxmAnQziV39FPe3AqB7BABAzr4S69dMoV4rY/26KqYnwsIYCRDR/C/1jLMGKBAohNTAT9Bc5rU3rXYfrusosJhKhB7TYN6eB1o/XF8rBjtuRZ1JqRZhIuA6wk6vUXFtJ1eVodPo9RN0ujGiOMPufQlc18FcUC4AP7tHA9Gs7HUwO9dSevClfehlqlCZRILLAFjFhQTAnz4GZALwHcjZriqoheLgo5tCznQxMRZge1OlukbzQaRSAlkF4BEqoY91Ix72NWPtOJE1WxE8T3Vw7nSjwvvjYyEOzHfQ8DiOmRrRzaYABWZtp42yZsa5Jb48Q7OtvsujOAWo63EWAiJAsxWh20usJm7mfqCicdrXIHXGlqak1zqpxGSJItrqs4F1XRO+cuySivttyUr7+hEIt+9VKghuxFKPMcoMDU6NlSGB4uZPlbkWARh0FogSSLU1g4316PxCly3LdtWtooQhuP/FMolfnEZXv0j22c9+Vv/d7/dx66234tZbb13xs094gA+oB+yrX/1qvPrVr17tXWNhYQGvec1r8O1vf3tZE61BGwL8X1z70WKqu4gSRcYu6qMUNGccvZIH1+WI8s6daZohSVS0cEE4GC87KFlAmkAWAWfDwVfHJrBMn4kFUHENOA9zmUyivdj7tDtfkhG9wwYMJLlIETiPF0E7RRgpUk8OjU0LsAtFCYjSa7YDYVRpgHuaao6myhzNRGKmJyAksNiJcc/982jmdJN04nKg9gO8fG0ZEz5HN5MIo0xprT/QUgc9ZhQuB5ZSgflEKH5obxPk4jYAwKa1GzBeL+OoLROYDB0dWbSj4FFmzinwXSSp0EA+SVWhb7cvdeSXc45eP8n/Zgh8B71+gvqIX4iM07k7zDhuDrMzLSYiSxmevqReBAZUkX46OQ1EPSFwF/guPNfBvtkWjpgeQ6cTo18v6ff7mXJcRkquRZ8QljKKxIGFDlC5F+hN49iNM1gXcE1zCqdCoJVA/HQRcLiK2kdCUXLyz7CNFbA1Jczk572t5uObDRMU6XangNI+YO4l8CaUc8w5045UJpTqVKXio9dL4HkcSSp0YKVWDZCmGcbHylhY7GGhLxB6HCVHTWwr4RqAA6aXgF0MrfjoEiOhj4VF5ZBHrlIHQuU+YKmGcsmQ5luJxEQAZBllQpbvn64x/U4EEHKjNjNZ4pYDUMwqODm4tr9TlmKps1rktOu1s0LMipSbyJSqlsRCT+YymqawGgC6iUDV5/rak3IT7SMRgGASpVyjnxSLbP16+7wdBlh9oQvfPYOUv6ENbWiHx2644YbH9firBvDf/OY34wUveAHe/OY3P+TnPvvZz+Lmm2/GZZdd9qiP8Qd/8Af41re+heOPPx6/+7u/i6OPPnrYsfYpZj9pZIWolcIJJhJGeuJa8zn0UfcZ9jTUk7Q8UkKj2cP8YhcO54irASaqQaFRVCKUnratJEIPWp+bSDm1rM9kUcWDIsU0NgIgBZlLGBpQLFShHwFQhxnngB7adkTQBvcqukxKItDb21FMitjzAeDjMKPG4TBVsAwoMHD7gQQ1j2Omk+In9+zHvtkmEmcPAICN78KxVQXcjwpd9DKJMHCUHONGdT9W93QxP1nK1XIEdi1uguw+DWV5DAB1XTZvrGOq4qLqsbxBlBn3QqSA0FxfFbj2+ioCTo3NSFFFZBK9JEUQOBDC1Al4roMoVopKgMlY0NpJhAJACmwVixLt6PJEwHSEVzlpqmiSzNBzsIxG1O7E2Lu/Cdfj2Le/hXqthIWxMkbLCqx2EwHOOZpdBcVo7CT/4ucFxIgmgbVfQzN3QolrK366CBZ64M+eVFH6B9qKfB5waB3MKIM80Ic3WcZMnGmZ0ttzkD9R7eLA7v8JBPtQLk3p8yJHqtOJNeD3PI4oypCkGUYqqmBMOV0Cge+iPlrC7Fwb69dVdU1MI5bYECKfc6mj72TEf+fM1E9wzoBEFVvL1jOAdBStfh9pKvLIO19GWSN5Slrbdp8CUpNxGCDyNW87GRW3SGWh/RlpSeiuz/Yx6X62M2RERwoHpDRVMb+qF7L7TJEyVZDfnx5XDoQqZjYqOMT9J2UuyiYNmp1ZtIG83eF3aL94JqEaUx2O/Q7t0O2FL3zh43r8VQP4lIp4OIB/yy234HOf+9whAfwrr7wSmzZtwvbt2zEyMnIowxzak9TuWFAPfwJawPIukUBO54gV/5SicIEDbB5TNJL5SCAseVqVoxL6ecrcPAxHfUN50WoZ+qFsIrY2gLCNovvqYbzy+fQz0zmzm8pCp0/1GlDPi+6NnrvhbpNaCCnoGIcCENLsz45s2gWEsZBaFWRwPM1EgaifzHTQbEWYnWsjcfaATX0VAHDk2ByOCj0cP+JhwnNQ8xgSAG7ogtALFXre0Yyxo5sCvWmMyzOxblrdtxP1EJvzYlFbp5yAIXHVQ1dFKsslD1GcIk2N9Ei7E8PLQXEmJNJcVQcAHO4g8NV7USrh+8VOoN1Uyax2U9XsjJoIOayoVqSoO4reEAtZAHhEkWrEUksYEk0HAMplD7WRkopKV9xc6lGiFZlz6PUTnVUqlz2USx66+Rw6gYNdexpAdTeQ1lB2mpgumQXFNlaAA33Nxecn5X1IfCukXHHRqvuYjzJ0M9XFedTlmM4pMHe2E7DSLsjO0xSfvp8WqE+cM03NAVSROucsL2BXZtN16qMlzC10UF03kq8lgUQ4ep1SPQUZ0Z8cpjIHswfa6hp6Sh6TuU3I7hGojpQgLCA9+D1ADeYAm3MP/T45cATaOYOWqSWzb2NSrQGARl/x1TkDFiKTYSEOvJ2Rs4H+IEWG1Hia+RtCQs+rw7huGkYOh11kC6i1RvcwfQfZmUM1n2b92uIAwBDcD21oTzVbdYrOw1kcx4fMw8+yDKeccsoQ3D/F7La5xIDfPFpd86iYVWq1GcBwfs1DX71OD7eKy5D4ri7GFELCd4uR+laiAFsrEQhdVuBVAznX16K80HZkWr2C0+dlXuBn0uRUwEkKG9SRlcZIhbxEFbLT+VSUSfrfWQ70bTAQC6DkqDFSZNBu1GM/+Lu5Ws5CpN5/oK0ipUJIzB5oo9ONwbZ8FWFlNwDgpGoZ02UXE75qYOWx/ETHAshcfjEpOzjQjNFMBZqNYyCXnoVgzEG9poD/sZtqSITMCxxzqUrOdHScgGA3z4bMthUHn8Dk3HxH/50JgV4rQSX0NfDknMPNr2/o8WU0p7rPNd0mzJ2jkqPmrWZFbmntkOY+zbs9d5mUcKSShnSYAbC9XqKcozRDt59gYizE3HwHkxMVvfaEEMiEBHcY0jRDr29UgbqcIWEHlKqMNID8JCqgzeecdVPIPR3IbqpUdKbKQC61iFQgEUq2dFdfYmvFw5X7uyhYVgEcVXTb6ycIfFfXMgSBieYTGOXWOouiTFFq8oJnykLY9+OuToZ1ZV7QercVbOgnijNMjlfQWOqZWg2vCWQVeB7XCj/k4JLZPH8bmNvXiPoUmCxXkbYyWARv30s2DWb8EXLXi42uqEEf0+Mn/yi0ePGBY7INpfxvmieiHq5EPwIsp6bg2w2pOE8Vk/IwqegMQ/hPantMAb6UEt/73vcwOTl5SNs/61nPwgMPPLDKoxra4bT5SOiHGXWPnK488lDSHQtpQWZOKWAwXdjIGbCnm+kH4aCqDkVtaftRn4EzBwc6ih5BEV8CHorfyzX4pmg36ad7MNFwigzasnNEe6G/I7srrRVxBNQDnQpk+5lpPqU+pqLi5Jj0MxPBp6ZPDiPVkuWgxm7ys1LKnug9FLlfiKTWPu9nErvm2jgw38HOfQ+Abf4CJmp78Ct1JZUYOgxhfryayzEfC5QdhlRKzOfgc6mV4M5Wgrs7CeTSc1HmG7BhbQ1bp+v6ulBHTqI02dFvokiQ1vlIyUWzm+jIcrnkodmOEPgOhJCaK+565LgJ9PoCKAGOz3Vk064/cBhDyVPzQHMzqMZC801jtkEWKRV1UuVoepxhri+0I6FoQwJxnMJ1HTSWerpbqxqjGi/RYMhhoYLwu+6bQ8WbQsf9IcBShJzh5FEfd+YDfEZ+LdlYoBZazTcXnjIpa0ooZxLzicSdrRjbF5VE5q25I4ZkHDKrwEuO0lKYtqws0XJcjyOK8iwa5yjnGQC6hwLfReC7yITEEWtHsOuAchgm1o+gEUuUHJVJU7r3xS7Dc33lhKRppp0ILZUpAnhyDcolD+WylzuDVLRu1jVl2zyupoKkMQFTPK2utXrNd5mOwA86x/TaSkX0ZMJyVgbpOVQgTu+rAnpz35Mjy60sBDn9tZwyRp2wiTlI+6bgw/JIvhnbIN1IHfPg5zK0oQ3t8Fm328WFF16IK664Avfccw9ardaKn2OMIU3TVT32zwXwzzjjjML/11xzzbLXyNI0xX333YeZmRn81m/91iEd733vex/OOussXH755YeliHdoP5/t7QqtBkORY1s9hiLtN84kmCobNRLbiPZAcnsEyKbKBjQrUKoiprO9nDpgPewH09fEWQeM6gznHJOho7WvCVeoDrVSb09p8oMJFBC4L3Jz1e9GLAvc/kEKABW/kroHOSFzfWoSxDQVx+dGXpFUeuh8Brn9hPHoQd9JVXHgqE/jY1r6bz5S3TTn+gJ3z6lGVnv2LeH+XYvoeLeBHfH/MBX2cfJoCRP5jo8fURxyj+WgPsmAREWXidt9Z5MDi9sg0xq8/tNxzDETGB8zMpgEaPqZRN1XHYlt3rJnzQ1lKuZ0bwPD11Yg34XnckRxikyoMTrcQyX04bmOpiMp2VHo/aumZIbLXPWYPh4ALftIiiR25sS+/rReW4lquEVOSCNvrpbwWSTBLvS6R2DHA8DWo1WAI/BdTSuiInDueHr7vbMtdMR9YCN3ASzDtrEAM1Gmm4ixnK6T+BzexoqSyHygDdQ8sFznHt0UYejiznaC+UQpG7kcuqMwpAPGIyRZjM0bR7WzRFH6xKI9ea6DJFVgn5yU+mgZnDMd8R8vO3AY8MwNKssqJPCzJdUZt5VI3e3X7hJL3xmAcswqFR+9+Y3q+NF6VOsljIQ+HCuTlq1wP9rUuZWUpCqc63vDBvV2/QxgXV9LuYbGSN8FnC0/Br2nlJWkDmw0c1DeiJX+PdXxOBZlyGEK3PczRY8bBOTEwSdwP+h8rBStH4L6p5YdlkZXQ/u5bGlpCaeeeiruvPNOOI4D3/chpcT69esxMzOjxWK2bNlyWI7/cwH8G2+8Uf/NGMPMzAxmZmYO+nnP8/Dyl78cH/3oRw/peGeccQY+//nP43d/93fx1a9+FS9+8YuxceNGsIN05jvttNMO6ThDW9l2tkmakviexSecl4NQBdqQK8AYbix1aqz7DDtaGabK6glkp8DNvswD1S4co9fmI6GBAkXIACpmM3zyJFecsVu5j/oMJcfVHVzJmaDjAsBSlHdJleq87Cgu7VvIYiqfjAr86Lwasci19pn1GZJehC4OtAsEeQ74TeRO6Hmf65uIc+gawDSoEkMNwQgc0PZ0Lp1UgdJGLLCrlWLfrFIuaTT76PjfBqvfjtDvYrrko+wwlPMBLqUC0yUXXt4sKJGqaLMnJO5cUl6EPHAm0JsGknGsW1cF57yghGKfczMReh70WskjqHOxAv5zfZmDSHWhO90YzXaEJFUUkYl6CDevqwCM+gvnKnpL19++ziVH9VIY7DcwWPNAoE11HLbXIqnASEM1EVIr+QBAs7cAeH1Fg3GbSNJ1+r0kzRDFGcolF4HvoFz24FhgudXuA6P3AfEYvNHd+Oa8j+NHPJStIgG5GMF1GGToqtD1mJr/ebpHHWCmGcNlwEk1H9880FddbDtPU/sI9kN2j8bk2Ch6vVR33rWt10/0tXM4R6+X6G7RlG0AVKEozQ2BW6LG7Gyr+50cIltJKBFAKxbo9hJ9/ZIsBgCUS2WEeW2C6zp5ka26dpTdKQXFjq+O9X1BVsopSzRc25mkLq/UyZZkLGmfdZ/r+3AQ5KtzKGb7MqnOn5xwkt6l7wRa61WHL/suIfWcwfFT1iN0mc4yUiM2ewxkQ3A/tKE9/vbXf/3X+PGPf4zf+73fw0UXXYS3vvWt+Jd/+Rfs2bMH/X4fX/jCF/DHf/zHOOWUU/Bv//Zvq378nwvg33///QAU9eaoo47C2Wefjb/9279d8bO+72PNmjXwPG/F9x+ptdtteJ6Hz33uc/jc5z73kJ/Nsuwh3x/aw9vOdqYjVSoir1REbGk5TY/JtdkBAkJSq8QAdmRZ/bZVStT/0lJ1USn0wSiZ7TB0rOwAFbN2Uqkby8QFgGbOAVAgd0PIEeVg2uYGE28/SQU8nxfGQBmAbipRCgaewrkNZibqPl/2wDbvqYixDRw5U4XCRF2hwr5MCn2OQnINiMlpIosF0YhQACJEAVLHkxrgz/QEdu5axNyColXs698EVrkPE9VZTJc8HBm6OKpsvipSofieiZRoplI1sUoF7mjFkHOvVh9qnoBapYJyzYPvO3A4w2jZ02ullZgCYSqU7gxkJx2mOM8LkXKQkpJXcEIAIE0EgBRRnML3Ax15Jp18kYdKaU0YZROzbuxMEWCAvX1NiIc/uB6bidT77WcSaZppznoUp4o77zVzjvsoet022t0xAMBI6CPwHaSpQJIqh3JstFxwhNDfpGQyAYScIZXAyZ5aYDMOQ20qRColaoxBzvUAl4ONBahpgKe6CK/xHNy+lNNyovWoje5Q459VQZAkFSiX3RVBfrnkmYi+paBDJoTEeOjodTYoi7murBy0icA4UPoeE1LPt+c6qm9AlKFSVtI7aR6WFELJodY8rhuS2SCW1lAlB8C25jsZvU9ZMXKSO6nKYE2VuS54B4zTR7r+tkPPWbELLdFykpw+ZKtazeeKUORYq5polp93MbDAre9Gx8oSUG2BCp4wfc5kQ3D/1DaJYSfbJ6Jdfvnl2LBhAy655BJ4nlcIRpdKJbzpTW/Cc57zHPzyL/8yPvrRj+J//+//varH/7kAvp1WeP/7349f/uVfPmypBkAp9bzlLW+BlBLPetazcNRRRw1lMg+j7erkPFxO0U2pgTQBR1uOjgoV+5lSmxjPG0kZ9RdKMzOt/EIAVe2g+NCmrpEEqAFyMqRWyxkPWEEHn95v9DP0+kkeEWW6+K8aKApBxVXa1hQRM5KYEq1ermJi8bUHQbtN23Gsh/1KD1cFZooI3+cq06DkIZXz07UAbicv3mwlEkmqeNw28OtzmUcFeb6ttMAoFena9AJzHRKhoouJAHYspZida+HBPQ0sRD8BALCxu4DqnTi2EmCN56DmMhxIMoR5FHS65MBjLKd8ZLijGWNXP8WBXS/XkeHx0Ro2ra9poO26HHvnOxivh/ocKAoJyLzoWGhgprp5EjWBIWMqMt7uqshut5foa1QuqQivw83kp2kGr+SBW0WLgGn2QxSpQYlEKoak60aUMSGNJr4d4adi4P0tNS6lEa+8ycB3USlV0YnHleRKNAlIBWIBIMyVgRR/3UFYVv9TAbjrOkhKuwGWaW42ANyZX8fjAwfzmcREKiBVsQdmA6eQq+9lEt1M0XK6QjllcDpotjarD1TuA1rHY9OmGpJUaHAvBj0ZQI81SQSCPCVSLnkILHUmAvdUqDwfqXus7jPM9EQ+7yh08yVTGReO+mhJz1GzFaFeK2kVJSAAdRReHqVny67xSu/T/W+/Pl1xdBQ8FqpewJbRtB1lOteiLK3U9QTzkdBRfzqeqW9BwYGwM0qk5ETbEMgno+9OWylnaEMDhgD/iWoPPPAAXvziF+vANmVnkyTRrz3jGc/AC1/4Qnzuc597YgF8297//vev1q4Oah/5yEcQBAG+/vWv40UvetFhP95T2eb6QoFVYfM9DfChh5TdMh4w0S6ihezvi8LDlByCjSFHIzZOAGBS2TZDgCJjZIkwGQGjU23oKTM9gVaU4cB8B1GcIkkFRkITcUxHldze2lqgH64TAS+A3/GyU2gnbwN4eqhzRko16n+bAmRnMQAVJR4E+bazROdrZxccBuxfiiCE0Lxo4mYrGoOHqp83JmKsIBPoyGJzLmrQQ9ziXR0FtHa3M9x13xyiOMVCZzfY5PZ8Yu/EyaMBpnwH02UXzVSg5nJ0s9zhYy7mE4FmInBrI8L93RT7dr8YaB2P9WuUlvqGtTVUq4FWWAGU5CIBtyTNsCCkig5zhvHQ07UBgAI7thMUxwq010ZMi+/GUh/lsqcLPMtlo/7SWOqhXPI09zl0Wa5Zr/Zf93mhxoHWnu1MUhOrLFdqIs6+rW9O+1sz4mOhm0tepqZOoNONAd8FpAPwCOWgrLdN0kxTUjhXmvf1WhkH5nNFm6SRX9COcsa6Kc5aU8aR+cLpWuNg+QKcAgqLcSZS9RG9TCLkDDM9F4jWAmkNACCj9eqSjwQYCX291joddZ2yvN9AJtS6MzQips8xEw4izrCh8tCoc6rM8bOlFJMl09BJFbOynMfPUC656HTN/uujJSSpcigqYU4Lsr4vAFO3Q+9RJlAM3FcHMwLTZFFmKDWDZtMG7fuZ6lyokRQpUwGU9QRme6a3BkXi6VyIXz84LvO3CYZQtmKweZ6dlRja0Ib2+FupVEIQBPr/Wk19787MzGB6elq/Pj4+jltuuWXVj3/YVHQajQZardZBO85u3rz5Ue9z586deOELXzgE94+B2dF5G4CqZ1aerheyEMG3Cz55/tAcTJUT0C05KqJXHxD+IP4pRW+p9bxd+AioYybcaM7P5lH3VpTpSG+vn6DRVIWjm6ZG1fZphlo1QCsWQN491U51K3lMFcEM8uguZRvo/U6eWSCakirUXT6H9BAnilDoqnNYik0Tp9A1xydAUnEZZrsZojhFFKVIU6GjpwCsSL4Hj3NduGgAR676I4AEMneKFBWHrtNMT+DBPQ2kaYYdu3eBTd4Ir6Yi+EeGHiZ8Do8zTHgK2HczoRstdYVSZNnRS7F9MYKcewnQeC4m6+PYvKEOQBVfBr6Td6D10OsryUjipydphol6iPnFHgLfQTRahsMZNuba+FyaWgePM1RcoF4rG5UVKIoL9TLgDtPZAkB1WA18F1EqMVl2dGdRE503OuE2yHKYwcc1mB4LRNGhmgy1FgnAKTBHxzbnKLBp/Sh27+8ogJ+MI6iZMTaafUyOqwxkWKaiYF7g8EMEQDyO6bEWjq14mIkyHJkPOHWYKnD2ikg0ySlTgKqPmAoc3LwQIZHA8TWBO7uOBviIJxHIaYyNKseDc4ZuP0Elp+HohmJCottTDgzc4vGqgVOo/6h5piB8usILEecNIceOltDF5wRsKy5DuewBPXWd7WxVvVZG4LtwuKqlIKBransMRYooOuOBXcRf/E4a5KuTA0xGQQrb7MDFoJFD0cprSegYFIjIpMyVhMz3mf19on4z3fvCpumQwzseFBWgBguEgaEs5lPZpDTPxtXe79AO3aanpwvKj8cddxwA4KabbsIb3/hGAEqA5vbbb8fExMSqH39VAf7MzAwuuOACXHHFFVhYWDjo5w5VDmjjxo0/z/CG9ijMpNtXvsNJ/QIoRr9s7i23gBMZcexjocAv6Z/TNjYPXStrSFOwRnrQdd8UqHVi08k2TTPsm22i2Y7QbEXwPI7Ad9FsK872eD3E3HwX5ZKH2GU6GkYPeI/TMQylSDk55GCwZQ//wUgfOULkfKiHOyAk0+eQSWA8UOCf1FnI5iOB0OOYyyRa7QjNtuJOE+hR3UPz8fiBVgkiDXlHqkhzKy/mE1JlUggsLPQy7NrTQLPdxz07Z4Hx24HKvdhUVicyXXJwbMVDyJmK/Doc83EGOu1dvVSB+/0VyIWXwGs/D/V6GUdMj2knZCT0MRoomoLgDLNz7Vy6UoHXZivSmusjoW8itiMKWFZc0yk4yddKJ+WARfHxXI7JehmJKEY21XUyr/GckkGqRQB0HwXVvEo5QzavGjDrz6ZVKCBZvN4eV84pnYO+Tu0IrssxXp1UBbOu+kx1xER0ojhFdSTI1WpUZLtLAD/XvkflXtzdYThtvIQTaz6a+Vp0GcOxruqwJTsJWOAoqk4sEOZd0lzGsLuf4qSaj5kowyU7mwDLIHtHqH33pnHMMROYqAboJmrdRXGqsy7KaVKTEpY9RFEGzhlqI8ohIBlaotPRvTHoNNPvksNwVJUXdPATobadqAVouhzcYfr4ldBHpxtjcqKCybKjHTK7r4TN6VcykqpuhQD2ESNcR/RXiubb0pbE7x+kABFNx46c+9rRM8EOO1tG34WtvE4DXCIR1FRtuZylPbZBeg69T+dtR+9pfEMb2tCeWHbqqafisssuw9LSEkZHR/GKV7wC73rXu3Deeeeh1Wph06ZN+PSnP42dO3fiN3/zN1f9+KsG8Pft24eTTz4Ze/fuxcaNGzE5OYn9+/dj27Zt2LFjB2ZnZ8EYw7Zt2w650PZNb3oTPvaxj2Hfvn1Yv379ag19aCsYqUz4vKiCQ2bSxIpnC2BFPXbbHGYieSVHaYYTlQcAwA0wI2vEssB3bSUSU2WOuq9av6sHoXmYEke704lVR85EoBJyzcFPUwHP5RBCIkol2mmK0bJXUEYhYAggd0DMgOyxraQ3bVsmJbJMgUlS1wCU5rzi3lMUzkiIAgrULuUOTZIq2cVeLy0UbwqhaAsLXY7x0Ms5vCaCT1HLbio1336hp5DpvfcfQLsbY+eeGWB8O1jlXkxVOpgK1NfBhO+gmwlMBR7ubMVKHSmVWp7x7k6C7zRioLkNaB2P+mgZR20Zx0jF1+B2suwgkzm3PlZzvnPXEuYWl/LJ66LRrKE2EqDXT3LQWEK7r4BdreqjmwIbQqYLcScCrgHkurAKwGQ95noZ6iEH8rgBzbktL0j/03UluUKaL3qNaiFoOu3t1LowwLIviRetIvjtnNpC1ylNBcKyhzTNUC578FxHX0du3StEfXEYdNbJ42Wk5Z1A7wgcv24vmqnA9kaE08aVg9DLJOYZgycl3IqHXiYx4XIgcFDL19IMJHb1M8xEykHbNhZge9tRCkcA4HQw3+jmRauqoHzjeIhG7sUIIZCmDL7vIs0Vi1yXI8kzBCXH0Y3YiCa2EElsGTE3iuKa54ezaGhAXhzumqZvSU7ZCvN15OcSqIrWYxwKosipeVJO8myPOjir/VJTKip4dXJazWDnaQLlds8JAOADsQ2KnAtplHdo/+SwkBPgcYZWpF5cyh32LIO1FgFqtEbzQapi9jxRpmOlgtrCd+fQntImIZEeFg7+MIT/89jrX/96fPe738X27dtx1llnYcOGDfjLv/xLvPe978U73vEOAEqkZmpqCn/zN3+z6sdfNYD/4Q9/GHv37sWHPvQhXHDBBTj33HPxz//8z5pXdPPNN+P3f//3wRjD1VdffUjH+NM//VPccccdOOuss/CJT3xiKIN5GG2ldJ/D1IOYHoQqKmbUImxwTxF4O7JkIvoMJUelvPf3BcIcfJtouQG7VJBnd3QsOcoB6aQSMx3lJMzkmuMACjQQAljEde72E4QlT4H/XKaw77uFc7IjZNTO3taWp6K5ksPhyOITliJvlIbXjXU409zuuj+oBGTODSCAkWcvhCra7HQjHUkl3jkVmnqug5LjFBRiSA2klUjsbsZIU4HFJQUcm+0I+2abYGuuA0bugucv4sjQ182rKFI/E2XwOMN8LLCUChzIQdndnQTJ4smQB16M2kiAdZMjmJyooFzytMKHx6EBTavdV8WjHgcYdT1byMdS0zKMFatWYj4S2BByzEcCa3Nd8NAFqnnXXCqAJYoYraFKoSsxg59HjRuxLNRSdFNAOArYcwaN5jqWigoVKdsRXsBkk6iDKoHTiDPUqgHm5lWn2JHQR48niOIMtWoJi0s9TE5UCtHxwHcRBArE8jzboKUiq7cAi9vA1n8Zd3cSHFl2McUUsAeAaiM2vKJYoOxzSACzjqML7pqpxITHMRU4+OaBHu5sJZDdpwH+fgDA+tFn4OjNE3r9keRqPV+UmVSOWpSqTEyzFSEIHO3IZZKj6pGik5rPyZKJLq8tca2co74L1D1Vyelquzoip7vRj0TiG7UlyoaZ/gnmHiSb6wvM9ARmllTWLhMCW6fr+jpOWDUJtrNGZl9fhzEkQlFtJkvLHQEC2kS1AdT0L+Ra95QNtDM9mZBY6iXaEVfff0VpXMpMUBZpsIg2k0W1r5WoQkMb2tCeWPaCF7wA27dvL7x2/vnn4/nPfz6+8pWvYHFxEcceeyzOPfdcjI+Pr/rxVw3gX3PNNTjyyCNxwQUXrPj+aaedhm984xvYunUr/vzP/xx/8Rd/8aiPccwxxwBQlcmnn346fN/H1NTUijr4jDHcd999j/oYQ1NG0bhB+g1JLyqgv5wHSp83yjnF/RqVCJY3GBLLpAipo2knlWjmDYQoulVx1XakKEEqOHY0tNdPkQmJwHdRqzp5p031xBRCoj5agutycM4xEjoqSk7j4wyBy7DQyzAZqm2oAY06V3Vc6sLaSYv0GlvrnuaiEau0v621TuDQjmz288/bD3IAeeGmQNJt5q/UVMFjyUMQqO6hsZDgmYngkzOWCAnPdbCw2MNCIwf4rQjJ6PVg/hw8f1FTc6h4s5lKeBKYjzPs6is+t8cY7uoQvWYz5IEzMV4PceT0GMbHynBdByXHaP0TQJvrZkgSgSjOVOOnHFjCX1Dykb1NqJQ3Ym6+g4l6qGURx0Om6TWcmSZUFF0nDr3SFTcyhmSxQK48YwomM6k6EavtJTLJDEUHyyUwfW4kR2Mh9XUkhZhKnuWiMXqug46IUcspOJ1ujMQ1nnK3ZxSFABXB91ylWsM50xSW+UXlINT4i9CqfA0QAY6tqJFP+A7m89C1OxZox9RtqMwBCxysizKw/POyHeHyTKh+EEKi2auD+XMo9VRwZN2aKmrVQKtV+bxY8KnuR3JWOUbLar9LuXNJ4JjmruoVqVJUO0OKSZW8A3Qi1BweMeLgwU6m9eGVg1ik31AjuNBVSkL2daHP7JhtY2Gxi3Y3Rm2khIVugvHA12Ogdbly3wpSz6Hid4bQLVJmqKGdvUbsMYaucgipD8egjZY97XBzBnhCrSMaDs2Lw6A77ALm+zKTEqW8r8jDddkd2lPTDgcHf2iHx0455RSccsoph/04qwbw9+zZg5e97GX6fycPQURRpKuIN27ciNNPPx1f+MIXDgng79y5s/B/FEWFAoahrZ71MxOpt1+jVDY9/DgzD3ElX6f+psi9/ZCkyBtF5QjQG/DM0c0jbAuRiqJ1c7BPEbyax3SxpM9V9HtvV2oKjsMZ1oxX0Gz3tXY2tyg2nDN0e0mu2OHBc4u3QK+fIMtpAZl1roPSe5pDy2UhwmhH9chRsdVs6DM0t0SB6lrIgaLG5bKH2kgJ84s9oLRLc7IzUUW3lygKSCKQphn6mVEmSYTaH6m/zDe6SrUmB46N7EdgpQ7gLcHjwHTJAHsAmPA4ZqIMqVTSazu6qY4aA4CcfRmQVbBpfQ3rJkfg+y6mKm5hvTgM6Aqg042w0Ohi974l9NJ5gOcqONIFeB8I5tDoAZvXHqUj22TUqMthpqbB8eg9aFAfCzpvqdeiaRikosZE6bA75dL1CV1FpVJr0Cj5kO3vC9R9prnZulA3V4CpuHnkP19T3Z6aZ6WSQ02rItRzBSebauVwhvGxEJxz+JzhJ3tbWDepusDu2HsvWAkASzEVOAgdhjtbMc6aVPz38mKua9+MgZqPhRzUd32OXk516vocxzsOvjmfZ7jSGmQypiPwge9gajTQ96vKTlknz412vGPd6+Ohp9eawyRGXa6vE3Vjpf2tDK5NAGBjyPN5NJm6wcwf3RMlx3QaJidiri+wZ98S2t0YnU6MVkvN9UI+RiOPac7RLrSl/1UNEIPIKX92MMKOqJN8rd3RmJRyyPFMBNBNqEBZYGYxwvREiJKjgH3o0vcY8nk0xbe2+o+ZMqa/P4d8+6ENbWiPxFYN4NdqtYJiTr1eB6CA/1FHHaVfL5VK2LNnzyEdgygKQzv8RtEqOxVNKhAEtogiQQ8cekANNpWy1R/IiDNetfS91TGIB8/QSRX9ZjxgVht6pjWjFQ1Iye8RfSItefDcSEv+Kfk9riP4Uawa9diNkDIhUQ1IrlBF/ZJUoAWuo4dkiraTZzcyE5G0jcAQRaDNual/iOtNjo5NTQKMNOdI6OPAfEdpjjemAa4AXSfuIvBr6HRjhCVPSQkWHCVz0PlWhMB30WpFmtsNz4XMKmBZBd2kibs7CY6teNo5u7uTwOMqYp8KoNlZB6QVyP3KgQ+wHuPryhrc10sOAqdYP9FNJQ60VdOidjdGrRqgsxgpUA8AWQgkNcCJgLQGIZRkppYC1ZF3tUYG55LUjQAJnxRVrMwK0aQIMDpMOYT2dSSqhF1QaRcuUvEmyR6Ss2E7amY8+T3hu6hVS/k0O4jiFDzO4NQYklSg2e5rCs5I6MN1HXguVz8cWFjsqkwHAFTuhZQuGFT34ONHPEwFJoKPuo/qg23kUkyYSAUQOJhwHJ2q2JVk2N3L0M0kth9w1Zx3ngYv74Q1OVHB89d6uukZZ6b4W5nqGg1hnP5Bh9Zw19WckiMEAODFLsum0NU4o1WPCpmZrtugOS7IvzKjYU/doQFgX6MPzjn2LTwAiADryuvQ6cSavz7YRAoo3iP0NzVfK+Weiu2w0uv0fUhF+GoOZGHdOwxIAIT5i33OMFJydS2Cx+1sSTHrxpmR6VTfITTGh5f7HNpT1ySGOvhPZLv66qtx6aWX4vbbb8eBAwfwxje+EZ/+9Kf1e9deey3e+973YsOGDat63FUD+Js3by5E2J/5zGcCAL7+9a/rYoJut4tbbrllWCD7JDCbb2oDR6J+2MoxBNC5pReuwIBRjCCjB5gdbaYmMFNl1bTpwU4Gn7PcAVDpfVtWzoxLcXz3dDO9vyaASsXXGvjj9TLSVGh1F0A1m+CcIYozcK60yFt5cyKHM4QeRyWnnAwaKePYCi00FvV+8VyJ1jG4D3qdQD5lJdQ5qrlTDbo4JuohOp0YzW4esXW6WGi4GKn4yIREuxsXZAUJqGdSFSn2+gkWmz34+RwkLM1lG2uAP4f5OMbdSHQkv5sJeFwp6My0xiFbxwOL2xC4StJx/boqjt4yjsB3MV52NAAvOaZ4cqEvtA68EBL7GncDPAVK+9Qgpat++us1Lz/wXa11TgDHbv4jpIkGmzXINJAnNReaewKGxKVvWBFXjyu+t7BqKCgCbRReqJmYaTBkq6OQYxEL6t+gpFXb+f6CwEGSZgjyTr6ZSDSop/P1fUfTc+i1NHdykK4Hq/4ER9YX0UwYbl+K8YYNFf0g72YS7hZVbBymAl2Xq8ZWViBkPha6g+10JcKDc08DRKDvB26tYaLJdNIiuJ0ITPdYosaQQ02rTkjklLui46NoW8ivmZrLKLOK1blSfWolQisdUTEroK5FLa/VofuenDdyQlSvCHXOgTOKdidG4LuWnClAUOVg3HWi4GiaDGeFwASBe4ra29kM2iVld1Sth9ARfM5N9J2+E1WgwgQPjLZ+sacGvaakP4cIf2gHMcmUpO7h2O/Qfi5729vehksvvRRSSlSrVSRJsiwYfvHFF2PTpk04//zzV/XYqwbwzzjjDFx88cWYnZ3FunXr8MpXvhKVSgXvfe97sWvXLmzatAn/9//+X8zOzuL3f//3H9E+m80mfN9HqVR6+A8fxPr9PuI41g0GhvbIjCL0FDUDit0V6cFjc5+p6NZhNjgznxUWELMjpokJF6KZ2Iolihpjc4I9zqyUvVLsIF4uAIxVfK3C0c6VdLySU2i2tLDYRaXiK9WSPMJPVAqKHhJYIUeDTJ+rXLlgjxwYsskS04DGAAKmC3BVxkIW9q3T9qlAuewhijOsmTAdm3v9BH6OmqI4hchUl9eq5+s52t2MMR56CH2OVjuDw5mOHKOTO9g8AnoREn8B8zgALwfaLgfubyeACCAXt8FrPw/gwOaNowCAzRvrKJc8rBnx9XVUvGrTBIq6mzbbfRWVl25+vFy9JZjLI/gd1Eub4ecZFroOfg6K/BwQ2eAeUH9TNokAUyspquRk1nyqKL3hhiOXNVQ0L+PI2tKwmTS1JtTh1uPq2tP7gOGJkzyipzn2RFPM0Ov3tCwodUgulzytN0/rjDJOAJQzVN6F+5shThrv47TxAPd3U0zki32aATJK1EACB+UoQRlAYiHEXiZx8miASx5ootveAlbeCdneqvX3N1RpzRguuT3PFNWuuKQyBK3pTtfd7iVAzi+t4Y6V+RjsqWEbzZ+9X2WqvmRjaGRxFyIVfHiwo9Zrs6WkZD25BmCqQ7DrGR18FX1X3yPdFTTu1fnTGFn+PSULdTBKYtUU4avajeI+lFMptYpO1TcOj2oOqJxgUm+i71MAusCdbFCe2HTaHtrQhvZkscsuuwx///d/j1NOOQWXXnopTjjhhAJlGAC2bduGjRs34sorr3ziAvw3vOEN2LVrF376059i3bp1GB8fx6WXXopzzz0Xf/u3fwvGGKSUOP744x8x/35sbAznnHOOTmUciv3+7/8+/uVf/uWQdPefykYgPcvMA19IUxyqTFrNrwwvGjBAHLCbU6kP0/76mcQRIw7uaaoHdSMWWlOaCmjt4jp1DMWXruRNqDiT+YOSInRA13WUMkvZ051ge3kFa7nsoVZVy97JI+RxnMLhKhbpuEQbUsdVKizFc6QHs5G6M4VxDjMRSxoT4S2bymSDA1W7oOaT5tnjQOhzxCUPnU4Mz3VQz5sRZUIiTQXanRiT4xXT5MnCBFtGfd1sJxMStZESoljNc6dbRcJ3QibjgHTBRIBElLArUtQQLzgAROuB/np47eehOlLC5ERFA3zPdTBW8THqKzlPqr1oWWpHjXasFFd8V2ntOwEQ7Ae41R9DBEBWQSRThCVPUZFyi4VEKwEmSwqcqTWFgtlrk5ylwai9PSf2WiVVl0wCzUSg5vFcQcVkDGgd0v5ovevj51HkSq7opGo1GIQwX6sRzwBkBWlM0sEvlxXYHym5OcCW2DPTRKPdUBuPZkBvGiet2wsA2L4Y4cw1phPuvMtRzucsTAXSspLK9AR0FH8mznBXJ8Gmkou7Oxnk0rMwXp3URemTJaZpUMRDtwF83WeoejKP2rPcCZA6U0JyugR87e7AantuBQBMJNx2gum60v3ez8w9I6T6HkiE6VVR9RgWInNh01SownE+C0gH6yafDpEZBaxWIlFxpZbATYQJEpCZKDxRt4wzSJF8jxuuvk3romwRbetzoGVVPNJ5k9NKDiln5jztugBDSRrKYA7tkRozfTNWe79DO2S79NJLMT4+jquuuuohG1k97WlPw44dO1b9+Ku2Ik488UT827/9W+G13/iN38Dzn/98fP3rX9dyQK985SsfsQ6+lPKgnXAfja3GPp6qNhihLkauDNAHijKYRNEBipJv9kNcPewMHWAhskCSpEJJVtB7JqoEYLpXAqYIdqYnELhKU32+0UXgu+DcaI47XDXRIZ1tIaSmrgAq4jhV5joiXbEi+wDyxlWKTlDMcqz8RejkvOKu5V/aNB6bzmBL4FEmw/dd1KqB6qzrU50AQ5oKlHNKTacTY6IeFgqAM2mkROu1MjodQ+OpjpTQav+SAkSlfZDSKXyNJ71pQARwF16BjetHMTlewbrJEbO9x3Qx4HRF0TcWIolGP9NUiSTN0OnGmG90AW8RYGkexVdKQMxtQkaTQFpDfaKE6oiijZCDqIpaOSYCruUL7QgvSZjaNSI2LaeSg8L+Qe59IVVxpscV/YtAfiZRUIAhig45D1RESfNMgIwamXEGjObZn34m0eMMnW6MTEiMhL46z7zfAHXhJQBZ97mSCnXzOfLngPB+7Oqn+JV6Cc8Z9eEx4JgDEZ0kWOhCRhlklMHNJGpjAZo+RzNXcjmy7GLKd/5/9v48zLaqvBPHP2vt6Qx1Tk23uPNlEhBQIUKMEgSRREXaGBXpJ2paiBixjdgaQ7f9dcyjPnlMgh2723TiEOPUiYo4kDgSFBRQkUZ/ogFBhnvhDnWr6tQ5dYY9rfX7493vWmufqosMdYEL+/M89VTVOXtYe+1ddT7vuz7v58U/7+kDWQPwYvSKAnT7jNpntenDOLUANjiXws5HKAVSx2WnXWTLuyl3r7ZPk3Wo4boTvSoI5iDREn1Lqq3LlHWnSRUFEvcN7LNmkLWRK42jNrfQTa30j7vb8pjo2Ha1h4NUDrZdmRBLklJFq3NrGRDwMzHKtQnse4X0sBFIBHCSAcZyt/x/w/1fG+fUuG68E3iFChUOHdxyyy0466yzfm2X2k2bNuGGG25Y9/MfjJCvhB07duDiiy9+yPt/73vfwx/90R89rP0rrB9YusJws7buB5RZAXCyea77A+u1x9vGc1Fr07eFtanS8BxNLlD2KE+VNjr+ViDQS4E0y9CeiJBlpAU38hSQzjlXupDniIKU0nW1QmkykTyG8bb2U6Essrv0Gi/N03XblQb+Pi694TnhAIHB1+u6EnlSoDVBEjUuvpxq19EfxEgzBSkFms0Qkb+2Zpjv18y07QDLfQL6g82I+w0i+fFmU8QL7QMrx2HrdiL3M9MNbJgIzfhnCptSlsUwIfKkAMu/V/oJuisxslQRuQ8XSWufkVRO500gmkekjoRSGv1BgulJm53uJBqzkc26h7Is6xgPPPlZYxLY9AUWYnaA0eY+LMQ2szoVyqLzqZXveMLWEVgZGX1nece4LeygIL6NovvueO2KlAJzM03jH89LtIFPwQWf/5Z9QyqEDpZpjtJpCO8WHFUPsJypoquwwOLmhnme2kKQiw4AFJ1sW4MMJxTj+3yao5tpZApA3gTiObQmati+dQoAnGDWkmm3f0U/0/C0Jd/jxDuQVPAaSIl2YLutGo2+KRIVzvNvrUk9ITAZlh1uABtkNZ3Vw4ZPxNfzSJPPReOd7gjDeAhEI0RBDXMzTUyGwmTwU0WFw25/CzdDz84/485fdtVOm5VFCrypnoCDlFTZTr4kOaTjmaSCYEkZSRAbvsBUSOfhlRDO6vPYaJsqe1rhgUJQXdXBOG6Fhwwp5QMyh7nvvvvQbDZ/7XYPFged4D9c3H777bj99tsf1jHW8smvsD5gf3JGP9O4e0WVOlnyByf7YDMBaBSOOy1jfUhZPv5gYz27S+zczJkt+LOEj8lxFPpIM4VcETvjLJ8rAwFg3FvcDH3NeV4SRdl3vkb+ED8QXPLikvdca3CTU26+5Mp+AEsIvWIVo5dqzNQoQ57VAlMYGSeZyd5HkY+JRmhkIgDQKjKqeUHMRrlA7DSRipMMvi8RRR46ywJZ3ILvexgOqTx089wGzG5toNkIsW3zpNESsxyGgzeunWCSnCuNvfN0jOEohVIa851FoNElci8yiIiKbPVoG5A3EGd91GstzEw3MDVhx7i1IY32noqQdckikYm7C3JwgRnTbETPF5Eznnt7b6lHQNHcqXDLUcJum6KshWaduvs8ctaX77EUlpwOEupCPDPdwEQx/41AloJBDsSCYpUpjnMqPAYgpqhBymwoMcg1bu2nuCCqAZn9wNBxTkUTcQ6xqYZUawRC4M5iyehE5eHr80MqzFURoH1s2dgy+7vabn5up0Ib1Lj1DYBt5GQLwoEtDVk4DlnbVxcsdeJicjcAcI/lSl7GgyjuV9BNlel90O1RQBonGa16aB/1ookdBeZ2f1798QSdICndN3q2F2JlpDQueC7cIKgx9snJTcLomEXDLHCQT8/jVCgwG8hSosOtd0iUNislblfbChUqHJp48pOfjBtvvBGDwQCNRmPNbRYWFnDzzTfjlFNOWffzrzvBv/POO3Httddi9+7diON4zW2EEHjHO97xa4919dVXr/fwKhxkNH2Bo1ouabDv5Vo4+mZ6zdVNz0bSZM4BJlKk7ebjuPr9QVb2oubzubKMwJcmU0+/k7MJy02klJThLwgza2RdTIblTLvrn91LNSbHMm2uiw0jlG4hojaaXTdb6Nr18VgafkEEW6GZs17so9kIjaaeAxS382YgBaTWCEBZWk8ISBkVczCFhaUBskwh8LkRmI96ba44no8sU9i8sY2NRbMv1mjzdQeSCJEn6L1OoqGUdSu6d0+XOu2G+yiDnzcKEsaaiz4QH4Z6OGHuTZxZ//REWStM1tIrDYe0leeYSTXPcc0TJlvPbjuAJXXzwxyt0CWm9r7wPeFsbFrUjXCtR7+QW7lEzZVoGDKcZJhq10tZbDfD33Cy954QWBkkFIAGP6Id4s2YnfklUhXi5HaI2UDiFqVxbLOQ+ChQKrnwwddLMfxcQ3sCftG8LM20cUOC9jHV2IjBKDXjlma+3N9prhisN3dXbGpjyUJ+frlAle8LW0O62zEBpmNr1IqgiOV3uXOfqS5Cm++sWBlkdiWqszyi5wlU1xBF5OzE1zYTyRLZ5+MyXAveUNosug3E6P66Rbf2Wuwx2c2J58tNbMwVtQjk1gOAezc4dTcAvX9U62BkYis87nFQNPgVHg5e+cpX4s1vfjPe8IY34CMf+Qj8sb47WmtccsklWFlZwR/+4R+u+/nX7YlIkgQXXXQRPvOZzwC4f937AyX4Z5555noNr8IjiJonsLOvVmWhmr7Vu7oZOjdhxq4pnqBsLX/ojhN5bn6VKI00K0t3QikwKMivLDT3w2HhotOUCLgItxbAkwJZVm56k2sUvt+riYyLUb5aKsIrCuO/L8TKrEwQWdWmULd0XrDHP5EsmQt4QiPStvag6fuFbCAwxNOVjnCH1VYgTfHrXE2YhlBAgI1zLZNlT7Mcmze2jcZ/OEqxdaZRIn+8qsDj7yTKkCH2i+8PEuzdTxn8OM6wuNwFghqALhDtJleedIYOKjIg2odAb4MnBdoTESYL6Q+fs+aheAZoPsgZx0pEmFBxljlVNK8AEUe2fbSk0hY1RoVkggkpE75RboMHN7DkACOQ5SCDs9Es2xjlNA8AMNuKwBabwGoHF87+c3Z7cWlAKyAzxQkmb8KxzQCBFNg5zLC9FqHuCewpKlS3Bx6G0xEaG0jClWoi8yznAYDrOzHqnkAQ7Uey5zh04g6OO3qDcfJxpSku+BpTxfNua2Tcv1cuOOXASIpyVpq34X3sqlxZgsPZdc8h9jzHbo0FSfA09gztKkas9wEiR5AehfZEDVsKx6nU+dsim0+JfIy883E5iOTnjc69alpKcF2xOBDspRqRV7Ya5ff7mV21TJUqrFrdbSpyX6HC4wn/+T//Z1x++eX4x3/8R3zve9/D85//fADAT3/6U7z1rW/FlVdeidtuuw3Pfe5z8epXv3rdz79uBP+d73wnPv3pT2N6ehqvetWrcOyxx2JiYmK9Dl/hEMP2plzzA5KzY5Y82oz5KLcSGbbfS5QuXD1oGzfTxeSSiv906fiNUCLONIajvGhmRZ/2TGzaEzWTOZ5uWmlIroFWKZtpM+oAxnTu9Nogs9Ihl+CXCaBtAMbblUi/k1Fk4koSDl3KNgJMLFY3/3LtRe3PwgRL25tcZAgMMol+3cNsOzKZV7Oa0AjMqgWPL5BWpsHXysSvmyoMEuv5DZDFJ8J5IFyEqN8FaB9a5JTJR1Fkm85AehIbZprkCS/L18SuJ+wmQo41dh6YEDJR9wTJanj/RNnVH5bP8P1rB9IURHpCloIrbqgbSpKEuNpovjd0DitP6mcayzFJcg5rR+ZYvCLk1mHERv5SFOg6zxK8vvWzVhF+0l3CJYe34UvytG8HEicUB9PDHHUUufY4h+9LtDKFPa3ANMM6thngb+/uIe2eAET7sHHiKZBSYKZWLh5nqDX+ZnuprSPh76sLjTWgxCpy7MrZuDA78srncR1tSMpiEwNsfcrBfpwTud+zNEB3pVghztpA3oQf0uocP7NuHQEX7tsi7fJqYNO3bj28z3jNzLi0yJUFJoocq1jGNb7ixT723PmXn2krB9M4pl2R+woPFaLS4D8GEQQBvv71r+Otb30rPvaxj+HDH/4wAOCmm27CTTfdBM/z8JrXvAYf+tCHVtlnrgfWjeB/9rOfxdTUFG666SYcfvjh63XYCocwrCTF/k6uKJaIu0W2TX+1PzYVta7+J0Oe5MJ4r/OH+WxEpIw/OKOQPPC5uygV1VL32uEoRbMRYqmfYEOh/+ZiOCaUrCteCy4pZMLSdcgQFV1q44jjFu3l2up2AfqAd+U6PHfcW8AtCuRW93zd3AfAWjpaVxL6mZ1R6JiDjMgGEVBpxsT7h5JWFsYzu0zeFmJtsqK9VCPNFJIkQxznpt+AUoqKOuVu6NF2QI4g/C456gBU1JvMAHWgUQ8KO0a7CsGEzHaPpfl0n6XcmScuFHUzxZ4QmI3onnDfgcVcmevlQJPvhzdGdl2dNq/muB2DqdCSAp9+Rs8Udyzl54LvJ2ALyF1Jl7tKIKWkWgVvQPe5uRcv3dTEniTHQqJw9ixp7BcLOVk7ECTTyRTQDpFK8r0PEoXlQqd/cy9B3RNIszbQOxHBYR6iyDera3zuVJXdrvhZsQ5G2in+BgLYQBewVqGpKkvcxoNHRjD2As/vVGifR96On/O8CA6koNqZ+QWS5cAbIMAUNs5NYG6miU11SXOzxucl34vxgm03EOFgwv175eeHGqvxKpGdu16qTTDSSRQ6K9a1ynPGwvIlXpUaL8CvUKHC4wuNRgMf/vCH8Z73vAff/e53cddddyHPc2zbtg1nnXXWunevdbFuBH/fvn14/vOfX5H7Cqvg8ibKWktDghq+WPND10UnsdIGPhY3yKp5VCjI2WX+cGaJDgC0J6KSDzl3EuVss1tky5k6+6Fvs4cMdtlh4sLNkBi8zN9Ly/IMl8C7Dh7SIVl8je4qx1RITicN2DnoJBqHFVlYKUg+saVhs98MJiYsUaDXdEGo3HStwPxIFe/bQlD+7vqOs5ZYaSpwzDKFpeUhksT6vXf7fSCIKRsdLEIES5SdFhQACO1BrxyHwJcklSrqDcpFh7Q6wGTUDXx4HhjLiV4lDfEEkAsiwqOcgijW+I9yWhmaHykc1fJKx+LnkQpGiZCx7IlkFcUqhaL9+0Un4Zm6ZyRmfF/ccY4XXyfKFgL3M429+3tUiNy6BQBwYpGJ/w+H1U332iMWEohpyvDrfg69f2SinWDHBLpCYDlTaBQn3V7zcf3uw+g+qAi+T03djpjwSmPKhV0BcxvR9YolkVFuAxtXujZXo78P9+/BvWa3pqGfEVGOc1ukyoX3vdxa0tLc8v669Pc3yICfd3J0e7GxuvXkHLr9Puq1ACceMW2eA7cQmMHX4GbreSXFrd84EFxpj7tqOMisjWooBZqNkFaxAAxScrviHgHuc8rzWElzKjxsVBr8xxze//7348ILL8TmzZsxNzeH88477xE9/7o9EYcffjj6/f56Ha7C4xC5JrLKH7LjmXEmwW43y5onMMh0KVOrCsK1My9nEAEiXamiJlErIyKTXEgKECFtGSE2ETvO4vKYOCPfDoTJbHMAwdIhLqTjLDNnN3spy4WE0YXzfq7EhUk3YK0+bRBjg412II2EwSUqWxuW3APATFQmvG7xL0sUOEnJEoJcW3lRrmGING1n/fvZ5YWzuiyJIglUiuEwQxT5+NU9i6bIFtonOU4yA4icbDH9LpDMmTEGso5mMySPf4+LHGHmoOnD/M7vu7pnl4hOhqLoasz7c0AgANDrbJvJ94AKur1VOvTxQNNtQjZyMu79TGN+sY+pdh0tJ2hlsHUij3dcnsZZ6ZoH/KpbBEcTtwIZachPnOjhtKka6p7AMNeUvZ+ro87BceQBDR/ql8t0I0MPM7lCurWJaxbJUnXnKAdqO6G7TwO0D6U0Nk03sNEJmvjvjGUnubb9JWoeBZNUBEuB3lRo70OQ0Kpcquwqi32GymCJUz/TphaC/wfMOh717JjD4PdI0qJx6x3z2LW7i6xwxuoOumjWWwh86pvAAbJ7O3iFYi3y7nr+8zPFZB0oO3mxTCdx/n55P8B2uXX7DORKm87O/L+DVqtgAq0KFR4WtDg4BF9XEp2Hg7e//e1497vfjXPPPRevfe1rcc455zyiro7rtjD4mte8Bj/84Q+xc+fO9TpkhccZ2KseKGt52afctahz9aszEREK16kEsB1m2Y2GiQp9uAtM1slzPHcKeyfrgbF5ZHLvOfsxrNON9bxu+GWvcCYBvVRjZz/Hzn5e0ivT+5QpppUBq8d1O2FykScXcnJmkVcROokqMox0XdQwiEgFBwtMHFimQnIQ+pqJyttzp95QskuPdcZhJxOSPtnmUVQYSKsmvThHnGmsDBKkmYIfSOze28PGDRO45779uOe+/eSpX6PCWsRzwGgzhIzp9eIrVUNMtcn7nvsNuEWcfF9Yy85zws4sLN1hTIXCvO9eL+udZyNZek5Uce/cYmF2uXEz8XSeQpaTKiwOUiwOUnS6Q7QnIjRCaeRQ7nFs8SUMQaY6ABu48HHvubdDFpnJHDbN3IlNM3ci02SRGUig7glsHGSY6aeo391D/e4e9K4+1M8WoedHEEe1IeZq6O2YwJ2DDCe2QpzYCqnYNm/SnIsMmw+zFplA2THIDWz4WWCSy3PF9QbcIyKUVqLkdnx2/875C7B2kTwv3LeAMW5T6QbWo1zj3oGClBKL3SV0V2LS4dd3YsvGFqbadTR8epb4GefnfJzY82qMuyLjuuG41xF55f1GOUur6O/LHaMnyA1qoTNAUKyWzNQ9tAMrG5oKae4qcl+hwuMb73rXu7B161Z8+ctfxote9CLs2LED7373u3HPPfc8IudfN4L/1re+Feeeey7OOeccfOc736m6x1ZYBc7E8Qcuu4+42bLxLpMAsHeojN++V5BXJrGtQJisneeQOiYgUzUPM3Wv9D6TPz4PZxZZ48sSHRdMSJS2GW1ysimTOibEXB/AZIhkOfQ1yonwscMLa3j5fcDOhyyIabNwy/HM8VmfTiSdC1KZ8NOYuYhUlL44uODVECZyTOABIl58bYNMY1c3QSehYMWTAmmWU1fgOMPe+RUopbDYGRZ+9zkR+8ER9HM6A6Qz0IunA8tPp69kBpHfRHdlhKmJ8IAF2eOSDxc8t+OyHfoSRpfvFgXz++xoM1lko9k3veahKJi0DdzouAKLQ6oxYGIZ+B4C3ysCBEtkOWAFbCMju5pgnwN+TgAUKxkKon0TBrnGINfYVvOgl2J4P1nErlGGYTtENhVCHN6COLwFvX8IRB7EXA1YiqF+1UVr/wh1j3zw2Qsf/aMBFWHbplkMRyk21WXpXrt1MFaGo80Xd7B1m1NxwN0vVt24XoXnXOnVZB+w/R34iwNRftY5sHa7VLtBeCDJ5Snym+TMFO0G8ghppnDCtja2NjxEnvXNd1fD+HniVTge4yDTxf+k1eOle1iW7wyMBM9eA//PaQUCW5oeTtjSwlxNYq4mMRWShW2j+J/UCoQpeK9QYX0gqMh2vb+qItuHhXe961341a9+hX/913/FS17yEuzbtw9//ud/jqOOOgovfOELccUVVyDP819/oIeIdVvTedKTngQAuPvuu3H22WcjCAJs3rx5zeUIIQTuuOOO9Tp1hUMInrAkCLCdQAHAC1Z3wx1p20gHWG1DycV9TSOFsA4YTNrHtdkMzrYzMQbs0j7rrml/u48lcfQ7WwTyOVjaM8hsh9R+ZskKIy7sGEe6LAsCrKSG7C1t8MJkl4MQF+PkpHw6jTi318guJkyamNxzNpWLZ1nGk2tgouajOyBBtu976CyPkGY5GnVqLLR7Xw8AyW4AIMWQPiAKSU4Ukne/mUd1PGKdoT1RMz0COoky93EqFKbAUmkr3XHBza5Y/uLOId+bhs8yJJL88HNkVy6scw93LOWMbM0T6DqdmoejFP1+YuReYeijEUhTT8EkmP9f9+IMc0UfAbf+wg1aOgmNe/feHrqjeYjJGGfOUEH4ye0QQgiIho9jcw09T4ReM3GPPIgW+d9jaw35VIg7Bxm6sf3AGChFKyn7zsWupWUcd/QGc20MN3Bkbbr7PhUXc8BCjelsJ1vrCDUbSVNo6haichadZTKBFMapiv9emXD3M23kV3SPpamF6Gca8yOydY2zPjBVNEDsnoQo9DETCXNP1ypa5VUbLp7m+zYuvwFshp+vf+T8/czVJO4d5CXLU1756iT0t9t1pFxNX2AmkpXHfYUKT0AIIfCCF7wAL3jBCzA/P49/+Id/wMc+9jF8/etfxze+8Q3Mzc3hwgsvxGte8xrDo9cL60bw77rrrtLvSZLg7rvvXq/DV3icgT9MlUOOx9vVA0Qelp1lfG6ExbppJgf7RtzUSBTL+UAAN+NWJsRu1jFVQDMsn5uLBpuFb7Vr/8dFf1xomiqNtvNhz4XD+0bKSEk8Uc6spwroJQqtUKKbkv0hn8N1kuFzctbenTt3Dnm7taCcfQFgfkQkhGseuNurvTduAEPBSZxZXXGSZJhohljpJ8iVRpxQ47Bdu5et1VcWATJGs94wxZCtVmQ0+r2VGHOzDWpCJqzMiMHXRzIiGzy5BZu00sKOOOWCTp7H8VUivi4O3gANabLNApC6pAc3c6ho5SKKPHMNSimMcto2kMDKKEOc5KZrLd8TWyTOpI8GaTPYQKc7BPxlIJ2BL0jmGCgg//KdEMdP4e7DW2jP1DCbKai7V4qDK6g9HSDTgC/g5xr1CR+pBtrFnC10t5JEqrYbR8z8ZmlcDLdAnKVk5ro1yYncIJWLzwna2JvyfaSO1PSuW2zLq2dubwByyZKle+o2gJPO/r1U45f7+sgyBTRvp5UhAO3aHDZumDCZdD6v2/yMVwfcwJj/zvjvh4PEcbhF8HwNU6EsFemy81TNo1qMuZp9fqZCWWXsKxx8qKrI9rGOubk5XHrppbj00ktxzTXX4G//9m/xz//8z/jABz6AD3zgA3jOc56DP/mTP8FLXvKSdTnfuj0RSqlfv1GFCrBFnf2sTOpccsayAc4wc5afpTG8PXmVW0cZkgyIojMpfbjzzy5IP2w13J5DKJj88XhCWSbAo1ybrPMg02NkyRKGdmCz90xQ+By5ts2WxouNxyUn7qoCAECVHXk4u+gSfT4Gz6O76sB6fQ5yWIbBNQ5xbl1jRjlpitOsvIyYFyeL4wyLnQGi0EOWKfN/IPAlwrBlLEk3zk0gCn3MTlOGP55qYGWQoNkIsa+XoOZFRpvN17WWLIcxXkTpXqsL6roqkBf3zO3Qmuflwkqo8n3ONZNAjViR65KUAqFD8NkWtFsQe9fLOMtypMozgZvSKBxktLkPAHDzniHmZprY2wNQOOgAgO6nkKfMAU0fG1kIrgXEUYWOfv8IeimGfOoMxHSEtO6h28+wc5jhlhVabWlP3Itu/2hgcASCwyS2b2iWMs9AuRZk/LVAAvtG9HrDF8atyF1Rcb3h+W87GQsYU3BNiyitiI3GVqfdwmTAZt0HGTkWzS8M0O0V7ky1XcU8hti2caK0isd1D3wMgFcK7CqiHYM2fSR49Y/tT3n/XJNMcDmh4vW5msAgsxl+XnXjYNl9PityX6FCBRd33nknvvnNb+Laa68FQI1ht2zZgquvvhrf+c53cOqpp+Lyyy/Htm3bHtZ5qpCvwqMCzmq7cD/cXScd1tMzeImdmgZpI9UAbMY91xoByg1tXFj3kDLJ4P1dgpMoWxTZz7Tx8s/NMcpL9YAlS1y8mjvk0215P55VHIfrvMIZQVdSwplRl7CMZ2CVJi94F27n1VyTO4orm+KAYJAqQ+YZgxGRR+kJ9Dpx0WuAGi31C/lIeyKC73to1AOEoQdPCmzZ2DKBgh9ITDRCBIHEjqnIZE75XrkxT6o0BqrsHz+u7z4Q2Xd7LaRKG+LJxD2UwiGjtrB4HGlGLjfcBRmAaZoGUEATJxl83zPzFYV+cY8E2JE0cIJNHnO3F+OXdy4AQYx2bQUntojAD5sBouv2QmxqIJiN4N/Thwag9w7MAbJr9iKIPOiGj+5TZ9GQAie2AswWD+xH76hDq8g4bOzrxjjviPYBgyeep3sHNCncNK3maSzGumgeZleX2CmKr8nY1DoBOSTXNwhTI6IEZ7dFkbmHce9p+GWJDT+XC7GGUgqdwV6gNU8NrgAENQ9bG16pWNZd2WLr29ApGuZ77d6H8WZ5buDD7l8stWn6Aqm0AUAgebWI3h/v4l2hwsGFqBpdPcaRpimuuOIKfOQjH8HVV18NpRSmp6fxpje9Ca973evw5Cc/Gddddx3e//7341//9V/xxje+EVdcccXDOmdF8Cs8auBMotVFr87Kpoq0sIsxbeR66DPBjjyYbFqqdJEhFKsy2y7YyjJRupTRZMLs2nO6mmKW7rBUh/XzrrzIzeh3U70qQ68K4twIpJEPjJNKr5DOzEZWRuAGEm5Gfvz6XP0wW3gyoafXrJSiWxQKErmy73Oho0vumdgHvsRKP0GjHqDTHaHZCLF3fhm+L43OvjtcxFRzA3Kl0KjVMDPVQLMRmuCkM8oxHKU4bLJmChRdUrUYa7SC8mpKz9HDjzc/Y/cbhutVz8dNUW6kxNp8KXRBOgVagXV2YWvQVMGsRGRZvirgyVKFZjNE4EsopUwWP1caccYuPrSyxAWjZk4z6rIspYCY+Dm6K1txqqB6Bv3jeejIA3KFIFHApjr0IINICh/8+RGC848EBhnEhjpmQ3Jq+dFyTPaYAGYnFrC/Sz9HoY/D2lHp/O6qB6+WAdYydZBZ20pu9OUWcpMMjfbne+hODxeb84oX14Lw/lz/MsqpTmRyTCrHRegLMT2n3ZWYiH33aeYcW5/ULmQ/Vorj1pyoQorlFgpDrq5b4ee/uUaQyUXtStv/W+7/DSmo+VdF7itUqODiF7/4BT760Y/iU5/6FBYWFqC1xjOf+UxcfPHFOP/881Gr1cy2p512Gq688ko885nPxNVXX/2wz/2QCT7b/GzduhWe5z1o258dO3Y81FNXeJwhcLLjTBD4Nf5QddvXG4IirQbbLWgDrJbYJeculBamwynrpIFyl9iZyLXsKx/XdQlh8gNYYszvucv2fE25BiYL73C3oJYJgyulod8pGOGhLMS6RPyTgkAtxLYOIShG3UsLOY9zfl4JYCkPd9d0GxkBQJopk6X2pGcsLZNCljIYpmhNRIiTDFHoFc4yfJFNRBG5zGycm4AsAiG+hsCXaE3WMBMJHFaTJrvL1+52tXVrKFxNtxtImayqstfNWWOGS9hcH30+DhdyuuD7uDJIyD0oVWYVol9IjJTSiJMMSkkEvgff52ukLsq58uDVPCyOcmxseFDm+aWD37uni6G+Bxhtw5lH/RQ35ETgn7mxAdH0yQ7zV10IX0LvGUDvGQIA9FIMsbUJefwUOenkGguZwhkzNXx9nrZZWJkF+keTXeNUwzT6YqztC2+fBZZxcSAaeeWeDFxvEhS1FBxI8koMB+isz4+8sq883zsOWMelWSwf6yQK+5ZHCHyJuZkmctXA1CR9MEaRjy0N+wzR/bUZeZajuUW0UAIjzatsVmrDv3P3WgY/I+WmWTD7jXJrf1mhwqOCx2ijq+985zs466yzfu1273nPe/DOd74TAPDud78b73nPew647X/9r/8Vf/EXf7Hme9dddx3e+9734oYbbkCSJDjhhBPwhje8Aa9+9asf2gU8DDz72c/GddddB6012u02Lr74Ylx88cV46lOfer/7nXjiifjRj370sM//kJ+II444AlJK/PznP8exxx6LI4444gEb+AshkGXZQz11hccpmGy7RJQJ/x09+jQ9uuWVJBf04VrW9XI2mrPtrgTGXaLnY4xyq+HvpgoNWDcOXu4PTUacPsy5eydgNfWA1cwrDce/nq6NpTlBwZpCp+MmE20A8DyxpkyEwU2rmBTx2DgIIr9yJvEFeXdWAFwyvxhrE3wYQl3IcgJfIs0UGsVxVwpGI6VAox5g1+4uAl+iP6Bi23otMM2H5maaRddgicEwxZFbJ9EOpPEU76XWS90l925WdSFWYM97Wgmx89xNtfEVB6zmmu81F6/y/QGs4xIAk4ntOdIlT3Bdht0GoOx9oxZgMCLv+8B0QqZrZ/QyhanJGnJF73dXYsxONSALaUhUkGG3OLPmCUShhyDfiqxxLbqZwjOL4+lBCv3DfZDPOAxoB9D39qG7KbTjkgMQ0YdHE7FxOsQNucbQDL4GhEuYaR0P6QlzbS7478ld+WGwJSR7v3P2nefW/e4Sc7dhmUuKeVi21sI2UWM5k9Qa/YyPY/fPstxYlEahh9mpBgDgqI0TZpXGBv+UUXfHwuNh8Bi4EN59f7Vszj5bPF9N53/OVIgKFR496IMk0VmHRlebNm06ILnO8xyf/vSnARAZHsdv//Zvr+ksc8opp6x5vCuuuAIvf/nLoZTCGWecgQ0bNuCqq67CBRdcgJ/85Ce47LLLHsaVPHh8//vfxymnnILXve51eMUrXoFGo/GA9rvoootwxhlnPOzzP2SCf8YZZ0AIYQbMv1eo8HDgkgQ3S8uSjE6iMFeT5kOWnVA4A8/kesZxQnHlLK6dIheosqaezkP7zUbS2Enm2hIjanyljWvIWrUEngAWY2UK9TwBwCnoZbkNZ+85S8oBA8sZ2OGGCQjrmjkbWZ4nXSKro1wY/T8AowF3j99J9FhWm75LKUznTfjSzOlkndYFBqlCmilMNELML/YRx7nJ9DcblH2Okwz1eh1zM0006gGavig1DOK6AvaflwKojf3/IHcim9VNlCWIibKuLtwHwdV283Vzvcb4Cg/rxjlAHGmNhVghkOV5NmPJcmSpQuB7mF+kjt3dXoyZ6To8KaCKACdNFfwiAGgXqxvtRmCu2f3uyqDS6DYIGSMQhY4FAHopxNZmkb0X0P0Mes/AvK97KeQzDoOYjiA20epK1xNYXoptwexoMzA4AitZgsBf281lLYmOrUGxK0NzNYH5kS5l8KmvA2nU2Q7TC+yxA9gVIg7Q3IA410BSSN36GRH+hm9Xb3gF6r6BwvxCH2lKhc0z03XjZjQV2iL0miOVY3CQ67owufeX7TtHOUqk3cU44R+XWlWoUGFtPPnJT8YnPvGJNd/72te+hk9/+tPYvn07zjzzzFXvX3TRRbjgggse0HmWlpZw4YUXIs9zXH755XjpS18KANi7dy9OP/10fPCDH8SLXvSiB7SasF744Q9/iFNPPfVB7/esZz0Lz3rWsx72+R8ywf/Od75zv79XqPBwwRn9XGtD8DmrDliCVPOEyaB5QlAzJmH19ErDSFYWYtLIMtGf5S6vxftMAuwqApNr+p2LajmTOa7jtdIcW4yXa3pjtayBxjvKyw1/3O6ra/m/1zxhsql8Ttfqkq+Z3X7Gx8YrHNyQKHFkFHx8+m7nmJ1BAAoAPClM1n5+oY/hKMVUu24kOs1mrSg8zbF5Y83sz6S8F+fY3gzQMIGSKFkbAkQoF2NtvNm5GJjvA91vAKBMv2tVKgtZE28zKpyBmKxyMDVQNkhrBdY6FChLSaSU5L+eZMYHP4qoH0AQSDQbGlIKpJmCLOZpOExRrwfoDlJEoQ8pBWYjKyNiSdDiEslpoH1sq3kQmyhpon+5DN3PgCSHboVArqH3jwzBF1ubRPh9ASQ5xI4JLGcKqda4ZjG2D0zzdkRiE9JMrZLojIP+nmDmjmsYBkVvBNcpB7BFuDTPwpB3/rvgRliuJWWuy45SfN6mb7vPuo4+e4YKP7u7g053hN7KCAgW4clJbJht0uUVhfEtJ7AoE3mBNLMF6eMSOIb7t+wWtdN7dttxF6IKFR59iIMk0Tm4zzpn71/5yleWHMgeCj760Y9ieXkZL37xiw25B4CNGzfiAx/4AF760pfisssue0QJ/kMh9+uJx6Zoq0IFB6OcMvcAsLVoHMRNkPiDlzO23KHUlWLwMWj/goD61v2D9fZA2SZRaauvXV1wZwMQ1z9bCtf3XBRdQIlAc5DidrgFuLlQWaNvrBsLuNu723IHXR4X78+rGrORXQVw5zPXVDyZa+0UVPIWurgmid2dGEfPREiVS3gEOlmOes3HL365D0optCciKKWQFwLzLFOo1wLUaz6mah4mC30yZ8e3t3xawVAaTZ8y8GxRCNAcNn1hyD3XK7CGOilWUrgLb7tovjSuKXcLQN3vXGTsPisASg2KuLCXCT0TeLbGXOknUEpDKR9pOip+1ohCmux6PSCf/+KLi0lZnx55Ar/a1ydrUW8AyBiZBtQvluguxDnQS4m5xhRpih0TpLcvbpg8dpIaXhVBwY37h7ill5pgZ0FFQP9JmN1ex1S7vkktE6gAANrmSURBVIrgj1uLsmxtLXBBstI28HQlPXwYVy7XCoR5RlnqRs5NLCGz2XG+z1JY2VmiyL2nP0iw0k+Qyr1AMoeZqbqRjh0x4ZnVPl75Godrlcl/0/OJLdxnW1jPw6pAd1BY3bpyoQoVKjw89Pt9fPnLXwYAvOpVr3rYx7vyyisBAOedd96q984991zUajV8+9vfxmg0KhW2Pp5REfwKj2lwdpWJiet+E0rbxIozv1wgy7IS/plJh2uBl2siHtSxlfZn0j7ItCkIHC/SdZsyMSmxsgttNPJAEQhIaWQCdE3CSHR4v9AvyyJCaQscgTJBZwLG4+cOrHx8tvWbCl2fd+GQKiZpArWi+ydlymn/JKHrawUCR05HpeJVANjfT5BmClmmMDNdx/6FvpFL+AE7yChs29xG4HumTsBtYKQ0Cg29lau45JKz7ZzZJ09+K8VajqnYVUqJLRP239hczWbteT5ZguFmklnv7WaklQYOq0mT5efaiX5GTa6SJIdSClkxGf1RDxAZsqxlLEHrNR9xQtFk4HvIQw0f1AW31gxL9zRVwMLSkLavASdvvgdtPzBkPf+Xe5DuzxCdMg1EkrT2sTKdbMVRbai7VyB8ATR87G34OLYZYDlV+NE8WUjqvAHkdDxqzFUuHl2ryNZ9xsbBNSbjmfeGb11s+J7xfYXkFbVyPwbaHwDsSpdbcM/4VTdDdyXG4nIXCDM0GyHiJMf2Jgf7QCTcYN5ZOQMlB9qBNKsTHOyPu92s6qJdHKDK2Fc4JPAYLbI9EL74xS+i3+/jN37jN3DiiSeuuc2//du/4eabb8ZoNMK2bdtwzjnnHFB//9Of/hQA8PSnP33Ve2EY4ilPeQpuvPFG3HrrrTjppJPW70Iew3jIT8QnP/nJh3Xi//Sf/tPD2r/CEwecBXQROvaP/Dtg9dOczQNgHDwAoF0wiE6ijC2nFIBXFBNxABB5lL1liY7brMgNIhoFuXHPa7LrsA2jAmm90HncLElgmQ6TXSb3nHnn70x6WMvs1gW4cgK2xuRzA1Q8bBsBiULrDOMNvqVhyTVrsVkfz91FbbGjQuBL4wcvpcT88j606zOo10kLrpTGcJhh05YGmr7ATERjaTuFyXxcFPaCLtfkDD4HWwuxJplIkXWNkwxppgDk6IQSnpAIpZV+cEDD1zEOni5+Npq+LYx2axmMTjvLEYZeySIzkHWk6CDVPaSjJrq9EeLYN9sEvkSuFGanG/B9z/ixczCqNLB/kTL4onE7bu4meM8xU1DX7gYAiLkaQj+B3jOAOHyCim17KcSGIvvkSSAvHmxPoO1LfOLeFSwkCgjniwc2QuCFWBkkkFKavxMOlMbtRt1nCCgHk1xXMj9S2FiQY+rgqpEqYYrFASu14udrIbaBhdscjuVpiSIb0TxnGQ9tsLOv0OkOqblV8w4gmUGjFmBuplmSry3GGjNRucEUf+eAhJ+5A+nsWZbD4zxQ8FOhQoWHD5bn/OEf/uEBt/nUpz5V+v0d73gHXvayl+ETn/gEJiYmzOvdbhedTgcADtgcatu2bbjxxhtxzz33VAT/1+GCCy54SEW1WmsIISqCX+FBwZWfDIquq2t9ALO+nRs4TYXSFLMClsDP1WRJEsJw9cRc3Jo67ixM9Fn3y3p3dyz7RspkNVn7Teem922TIBuIkF84X6sYIxqW2PMcWNkD7d9wsuxMynnebAad97dEnvX8ngBqTqaS9dRKi0Kjb0mxXzR1GoxSeFKiXgugBq2CcBM2H9ZCve4jkDZAazrdQduBNLaKdD57XXyfeB44yOolCiuFa02W5RgMU0xP1rEyyhDKoMggq+Ia6R6P9yBwwYW544W1vFo0P1LmXsc1Enjfu2cs0hSZ+d5dAWambCOslUGCuZmmo9uXSJS9rzy21L8bIm/iyIaPhURh8sf7aQ7uSTDqAJNHAJiOgHv7ENMRdJeOj14CTEcQW5sQzQC39VOc3Apx5b4h0CsyYoMjkeYJjt6xA1smfEOkD0Tsx8Gk1xMoalcoGOS/m0EGzEQ2gGP3Iul8NsRFPweWho1yu5LDtSws3woku/XYlZ1b79iPxd484LeBvIFWK4IfSJOBzzWNjQt4x52AXP0///0vxAqzTiE+y6aafln6V6HCoQFx0Bpd3XHHHQfMsN9yyy1rvv7rsGfPHlx11VXwPA9/8Ad/sOr9Jz3pSfirv/ornHPOOTj88MOxtLSEa665Bpdeeikuv/xy5HleagK1srJifj6QU02z2Vy17eMdD5ngv/Od71xF8G+//XZ85jOfwcTEBJ73vOcZr/t77rkH3/zmN7GysoJXvepVOProox/eqCs8YcEfvkw4uQiXyZKVtNhM8VQo1sxYWh1+OWNr/e1BnuXSylvGnV5YCsLkl2UenMFsB1YqkDjZUBqjLe4lvbyVIa3lwQ1nW87oszzJDSRcOQ51CWVL0dWkJZS2mda4g4qdC1FaQVBs5ykFcqWglEJroobhKDV6dd+XaE/UihUPa8O51nXlmjL0bt1BKxDGAYm6p2oMRym6vREAWkXwTffYEL1EoeF7JakVBxOupSFfwyDTmAyFIZuNwsa06dtnhYMnpUlu04lH2LhhAnv30wfEfP92arrUuAsYbgdUhMUOsGPrlLlG1uXHSY7A9+B50gQxnkcrA/BiwF/Gya0QM6MM+UZaBfH3J5jc6EE+ZQZo+JBPnQEyBX0PnV/HOZXALcXQAG7up9g1yjFQClBRcYMXsXHySNTrPuZqYlXAM26R2UlU6R6xlKufsR+9LlxraJuZiIqb2QWKgya3a3PDp+PSShUMweb7zL0suECXxwHQioqUglYkvBhI5hCFPp68ubXK/YfPz2Mc/7vh4B8g5yVe3eIVuSpzX6HCI4PPfvazyPMcL3jBC7Bp06ZV749r8pvNJl7xilfgrLPOwlOf+lR86UtfwnXXXYfTTjsNACWOfx0eyDaPNzxkgv/ud7+79Putt96K3/qt38IFF1yAyy67DFNTU6X3l5eX8Za3vAVf/OIXcf311z/U01Z4gsPtlDluhcdgyYvbGff+MpZEViyp46wlFxUSVu/vWnW6Y+FssKtV7me65PLSScoON4fVrHTDLd61HVltdptdYVwJguvlzfIc/s6kyRJ3Yfbh63eLE107QdsUSxv3Rt/30FnuIS9kOABl1CcaoSlADXwPk5HEbCSNbIIzvIygCJy4DiJVVmPP15xrKrJkb36PnRaK/1zUXVYhCv1SB9X5kcamumNT6jjqAETq2NKRXZfagUA3tVaJZJ9KY4p8gYlmiDTLUS+y+TP1o9FbGSHNmkUmn0j1Sp9WGeq1wDTFikKS7nANCQDsWo6JvAaL2H7Yz7G93gCWEqDQ8PsbIyT3xgh/1YU8ZQ56fgjsH5lrlMdMAdMheg0fvxpkOKrhY9coR0NKLGTt4mE4Giq0siX7/NhnlL9TsbIs6d8TRU2mKKgWxnXKDYKmQltL4QmBXLh/ixQk8zPGz5lb7OsJYVbTWG7GY731zkUMhymQzJnt2xNR6Tkim04bpLaC1eReOX/XHNA0nECmQoVDHgdJg3/00Uc/5Ez9gfBA5DlrYfPmzbjwwgvxV3/1V/jGN75hCH6r1TLbDAYDtNvtVfsOBgMAKEl7Hu9YN0+At73tbZibm8NHP/rRVeQeACYnJ/GRj3wEGzZswNve9rb1Om2FJxisvpbtMEVBdm1WkT/EOQvoYrzRDxPZTqIN0QNgggPyjF/9BVD2krPc7v6NglS7MgT+XRqCYy0B2ZaTGz+xxzYTEU8I7Owrk0UF2AUHhsC64+SMqFuY6+rKmz4V8VJjJ6uvZwIWeXB+t11Iu6lCN1VIkszozGem68iVNgR2ohFioujuanotFQHGVChLc8jFviTNsVIcN1jqpUSKc6WxuDRAnGSIkwzDUYYkydFZHiHNcgxHacli0+1w3M80uqky7kX9TGMxpmsBiBCyTagnrEtSzbPzFkqBZiNEo269GBv1AGHoA6NtgCRbyij04RU2olIKZBlloHOlyS0HtmB4fqGP3fP7Iaavx0Kao5sp6EGKwY9XMPjxCtLdMYJpD/J3tpIVpkPuAUDvHQCJQrt4ppczhUGusHNpG+B36UvGmJluYG6qjpNn/OLZsfKstf4m3OcmLO4bww0MeCVtNFaIzs+tW3PgdmnmRlmc7ed5Z3edXAP3DnLcO8ixd/8K5peWyWWoeQea9QbiJC859TR9+zcJUICttO11MSjcl3gVi3sjuKg60Fao8MjgF7/4Bf7f//t/mJiYwO///u8/6P2POeYYAMDu3bvNa+12G5OTkwCAXbt2rbkfv87KkicC1i3ku+aaa/D85z//fr1MpZR4xjOega9//evrddoKT0AkBXlkSYv74ewJUTStISeZ8ez6gZbfXXkMS27Yqae8UkCyATo2kZrII8tDgAhFL6WMolsc65ImzmLGOe27lkycAwEuQHU7s/J1hAUR5fO5czDu/OP67PPcMBq+wFp2h2yjydplXkHo9mJkWY4kybHSTzDRDKFyXbjIEAGu131zHeOWnzwG1r+zfMPN4LuF0QDI/xwk/QGoyDbwfYSFJWUU+sbXn8bO2WCSCC0XwSA/K4GkbDXf7xR2dcgda6KkKb4NJDDVrhsZ0h13L6Ldoqx9fzQDyBhSThgnIU9SJ1/pCWQZNQNbGWWYqNHc7N7Xg5i5FkhmsG26g7Nna8AdPTRfsplOHufUvfbuFbLD9CRl94sBiq1NLAiBPUmOVGv8pJuim2mgfhf0nhfTvHiTCHxpngnX4YbB2Xu2gmTZG4OlM8uJNsXndvVHGoLNJJ2Lzxlcr0LEGgDsKlzTtzazibKraYMiOM+VokAlWAYAzM020Z6ISn/znYRWa/iYFFDbYLgsC9Mmm18pcSo8fiAOmgZ/vcGFsy996UsfcGdXF0tLSwBWZ+JPOukkXHPNNbjppptwwgknlN5L0xQ/+9nPEEURjjvuuIc48kMP65bBj+MY99xzz6/d7p577kGSJL92uwoV7g9MgJPCetH9nd8/gNOfAdkulrP8dkWgnIm079smVuMZfT5vKxCFrhumW6snyhl7T4hileDAKwSAbWK1VoaRtdBzNVkKEsblSpzhT5QuFXlyttqV/vBrrH8HYDT+w1GK4SjF/GIfacY2lXQs6VGGmzXnQdHNleMIuxphz8EknlZj7ApFP9OGrI9yoDugolKlNIYjyt4zskwZmRAXVjNZ5evlPgadROGX3Ry/7Oar5pKJPgdcXKw5FbLMp1h1KFYrotDHlsPamGiEaLciNGsttGtzaLci8z6PGYBpdBX4HrqDFN1Bis7yEDprozF5G05uh7illwLTIZJv7Ubyrd3Q9/YBX0Ae3Ya+tw/1yw51s41z+hpkmC3u9UKicOpkSPr7zjOA2m6gthu+L7FxbgJzNftcsf7dXrv7rOnS3w3do2K1prBUrXlWMub+/bC8xn0WO4kygVzTtzUA7t8srz6RnIzuQ2+Fmlr1+wng9UmDH89BKY2jNrfMSpcUNC4m9K6/Pq8y5JqCbF7p42e9QoXHDbSA1v66f0Gv7x+K1hqf/exnATx4eQ7vz8W143aZ5557LgDgC1/4wqr9rrzySoxGI5x99tlPGA98YB0J/imnnILrrrsOn/vc5w64zec//3l8//vfP6CPaYUKDwRNp5X9Wo2NOGOc/BqGTx1wrZOGlR/YbRoOkWDiwuR/LcS59Z1n8spkP865X5ElGe4XyRN0iaDTKoKV+fCXvQaY8TPc98czmcbXXfB+tjERXyNvz0R7kGlTVwCQtpwy6B6mJsv/LFsTEVoTUaE3L8+N7UxM5x1kTMB18bu9D4NCVpNrDd/3kKbKnDdOMqeplI9mk9oYc2DCgQR3650fqZLrEDkxlb3WuV7CE+T/3wqEcVTZWCcCORMJTNW8ooFXgGYzxFSbGkht2djCzHQD7YnIyJQAWnHgrr9UbJuZr26yC6L9U8wGHm7rpzh1irrVhs/diPC5G6nJlSehuwnEpgbkMVMQh09ATEcQ0xGyqRB3cqGoJ3DjckLBWn0nsHIcsHIcpiepYHeuxvUEqrR648KVkvGz6hbMLsbarIoweXaPFUhbsMrPtJvN50Cy6Vs9PvdG4ECMg4SFpSEWlobkzBR0aUftm4ZhvDJXXtWisfUzvSq4d2tOKl/7ChUeHVx77bW4++67sWXLFjz3uc9dc5v9+/fjk5/8JOI4Lr2+srKC17/+9fjBD36ATZs24SUveUnp/Ysuugjtdhtf/vKX8cUvftG8vm/fPlx66aUAgLe85S3rfEWPbaybROc973kPfud3fgd/8Ad/gH/4h3/Ay1/+cuzYsQNCCNx99934/Oc/j29+85vwPG9VgW6FCg8Wa0k+gLLNJS/Hj2/PMoJxgmePbTOJnAlk8MqAJcjkAMOWfQ2fSItynHCYELnNtjwB5GOBAmc3WSLBmWOSTtgmTuPj7Gflgt3xuWkH0qweEOx5XJtKdy54haKXKyzERMQXlqhIKctyZIUlZmd5ZHTpSilEkW9+9gTLJ6Q5PgcvdqXAEj+WRDFciY70BNKikBcA0sJFRxZ697zw07f9EICgaLBkV2Ls+VkWkmtLOC1pLAip1Ga1Zq4msbOvMBXaYuj2RGQsMLm5FUD+90C5yNaTAt1ebFY8XNQ9gRMnAuwa5jgi8owNpnjKNDDIoH/VA46ZpLuW+0BxfP++ATAdoZsqLGcKRzZ83LKSAP0nGRedes1Hmirs7Csc3fKcRl/2vrM0h+o3iMRHnr0HvcKVcyYSRp5zoCZQPNcMDupCybaxeixAtbaUYRGY91JtirWNg046g6a/FfVagE11aVaAgLLrVSCBYA1ZQaqA0K860VZ4HOOgSHTWF1xc+8pXvvKAcu6VlRW8+tWvxhvf+EYcf/zx2LFjBzqdDm666SYsLCxgamoKX/jCF1bJe2ZmZvDxj38c559/Ps477zyceeaZ2LBhA7797W+j0+ngkksuwdlnn33Qr/GxhHUj+GeeeSa+8IUv4KKLLsI3vvENfPOb3yy9r7XGzMwM/v7v/x7Pec5z1uu0FSoAWJ1RlwWxY2/t1NmOt3W7XTLczB9r6IFyVryX2qLBmiewqW5JTdMX8MbG0ipsBDmgYA3+eMdP13EHsLIa3pezpWlhPehmRMk605I31xO/n2nMRnZ7tg2dKewxQ6fAlI5P88BdenupxnxniKQgsYNRijD0zO++LzHRCAsJCo1RFYW7XIjMwUTfqmuK4EVhz1AZ0hgX1x4VwZFSGv1BbH5mj3laQaiXCHTo2Jnm2u0NYF1ZuBcBE01yNtLmWXGdj/hehZKyv0e1ZFHvQNc4yDSCDU3ct79fBBrS6O8BQOUaE80QUkqkWY5cKQxHOX76i6KR1dRPgLSNbrYTg1xjOaPqU83FtHsGkL91GMRRbcATyFoB/E5iHkYxHeGIbgK0Q1zXibFzlMEXgrrXSpv9mpttYmtDFnIVq0HneeKgiJ1sxp91nofFmDT47rPKWXhXq7uWnMwtYFbabkM9FmyGv5No3NfPjcQp8D0g3owoORFbtrZw9OEzpp6EXZ1CWW5QxeNisNNPhQoVHj3EcWzkM+M2mC5mZ2fxX//rf8UNN9yA22+/HTfffDM8z8ORRx6JCy64AG9+85uxdevWNfd92ctehmuuuQbvfe97ccMNNyBJEhx//PF4wxvegAsvvPCgXNdjGevqq/TiF78YZ599Nj7/+c/je9/7Hu677z5orbFlyxacfvrpePnLX16yM6pQ4eFiPHPP2UD+gG842dkHsr8UMESPG0wBZcLM/ulMjDxhCYtLnMdhM/rlMXJhIZMp1sWzPjkMAcBmH00wIwEogV6qDHkD2LWmbK1JMiF7jaSnLhfj8hyxhGaUA/cOKBM/HFJjK4B072mWQykqrA18iTRTmJtpGovI2ekGWoFAO5CFR3qZ2O0ZKsiCNDYLD/pUwWS4WXfPv2epKmW/p9p1I8/xfWlcfVz5U6qAXFBjp3FtOG9DNpDAXM1KlNxeClzEDAj0M5i55velAGanKJPE0huuP5CFk45SGt1eiijyMRxlphC5V4yj7Ut0M4VjmwGQa4itTTvIQQZ0UyBX5p91NhuZt7t+DfuHKc6ereEz9/XRjeuAilAPqQBtZqqBhc4ATz1m1gQ1Tb8cyHIReK616ejsFqyybKbh07MxP1LY2vDMHNi/PaCfqVX9Dvjvj4IHgcizBdvKWSFLC7edbRMeOtMkLequjIClk1Gf9rFj6xSOnY2Md75bGM4rck1fYM9QFatGfJ9QocLjHOIg2WSuX2AcRREWFxd/7XatVgt/8Rd/8ZDP89u//dv42te+9pD3fzxh3Z6ID33oQ2g0Grjoootw4YUXPiGjpQqPLA7UcdL1ugYAFFaQAFZl18ezjZz5Vdrqj8ctJxmuRSaTepfcM7Hh7KLt0gpIoU3xLZNs5ivs3DPuhOPClSWwSwkTmlwU1pm+LeyteQKLMe20sS6M9MdKmspWmqmyNQn7ujE63SGyIluulMb+hT42zDZRr/mQUkIphc0bW+gXnWanm6HJ2lsHH0uyWe4xGQosJ4WtodKGxE83QywUkhZeyu2txCazGycZms0QgS8Rhb4pprQSIGGkJtyJONeu7WXRG0DT+Eh6IqC0nZM9Q4WtDVn44pPEZ0vDNqpajHWxOkONzVphiH5mbTR5rjj4iOMMSimzCqG9GYjWLdg1yjAbSuyNcxz+s0WINh1DZxriqDbEhho062TiHP5CbH6eyTQGG2v43G6ST2G4DRBWytTpjnDsjmlTjA5Q4SuvQLGtKoP7P9jnwDahckk0F9dSZpy2DyTQ8mxNC1BeWTN9DzKUglUm/7wyFkqB7RsoyMmVxpHbp+H7Hg6brK3ZnZhXFPhvmfoXVMS+QoUKT2ysG8H/0z/9U7zwhS/ERRddtF6HrFDhfuGS+LWKbku6eke+wrrjmieMwwcfh8mN65XNZJjeLxfZcjbcBQUGVuIzHkTw9uSOY4/P27GmnuOTcetCTxAR5XEywXG1z3RuDakF8sIVaGPdSiE8r3wN3BUXoAwtBya9lAhqmil0lkk6kiuNrZsni0y+wuxUDfVagPnFPrbPUeZ4riawteGhm2rT1GjgyHM4c1vzNFRAGfxGIDEo2HMugWYjJOeeYYp63UeuIqP9bzZCZGnR4Epp5I7tJV8TSYxE0Wip3CF43HWIZURwOhtvbVi5TSgFAqmRa4H5gtzySs5kKLAYw3isuwQ01wLLwxQTzRAr/QQz0w2kusjdqwh66VlA/avIFPnYi6PaUL9YAgDou1egIw/INNAOsFjzUW8GaBRzgOkI8ASCOEfDE0i1Buq7gL0vxopPgdaJT96ITXUixd1UIZSi6BJMh2j6MH8DTPb5vtOzZqVki6ky8i++p1NhuancgYLutJDicHMxtwaAC7g56NjSkIacbzmibbatefaejNu6cl2MJwQCv3LJqfAExCGgwa/wyGLdCP6mTZueUPZDFR4bGC/qc392ZTtW56tLWfxx2QsTW5ekuDIC2sa60LBve8mH/gD/Z5mTuHp9JkeuxIYz+/waud5Ym8NeauUS3CiKLQ4B6wRjstQlKRAQ+raQ1yWjtokWjF1lrjU6y0MEvtWXS0VNmmanG8gy6jA7M11H4HtO0S7JVzbVpQk+Ig9GNz0q3IZCKQBfI1GURZ8piKMJOGoBhqMUaabgSQmv0L/X676xnuSsryHpsCSVVxDYXcetqWgHNghLFEyBKT8rLPVgZxieS77XNB308/Ymn8O6xqhijoNmgP39FDPTDQS+xBFbtgEA7t3dQnbYZ7Ax8pBqjdmwcMzZQPIUeXiLqraJuWI2U9AjBb1E5F39Ygny1DmgFeDUyRA/Wo7JPadxFzZOHk73wbGldOdo3E4SsNfvavS5wRk/U7zSwfPYTTUOc+5Zu3hG1nK3YvC9B6jLbcMXjiyOtyme1dL4be0KjZ3/1sve/hW5r1ChQoV1JPjPf/7z8bWvfQ1JkiAk0XCFCo8IDpS1X+u19H62c7d3ZT5cgMlwnTi4oRWDPeuZTLoyHxfjmWQ3qHCdXtzaAR6D28WTZULjXVypoJHOy377jAMFMfYadHE+YGWUoT9I0F2JjezDdYzZuGGCsumZQpzkOLzFtowC7UCYWgNeLZGCV1zKxZrtwMqiaH7sWFsTNVNoy0W8AHnLu97qgRxbJSjSunytgbR1DLMRueNw1jiUFKyFsuy0shArzNVkYQlpZTkAcN9AOT7uNN9zNVG6F4OMrn1bOzSEn1chUnQgkjnsjX+O35yM0M00tkUe1J4h7dxLIE6ahfAl0rqHYa7RblgXHW9uM3ScY1Pk4aqFERpSYqF5OzD/fGCyeD6KMbnPSCjFmoWwAEwtBM8jXx9QdjtiAs6rUbleO3M/Dn4W3JWWfmbnlJ+9o1ueeX85KWf4gfKKExetj3JgqvroqfCEhHjMa/ArPPJYN9Ow973vffA8D6985StLLYQrVHg0wRl2hktCWIbg2jG627mrAQ1fmEz76sZUMD+z1p+3K9tvWoLTSXTpvI2iyQ/bYzK55yw3O+e4ZJ0PnShrB2nHR6sVFJyUz8+v8/6cnVbarlbcN1AY5URGTeHrSozuChHtZiNEFHqm2JaddLg4184jzByzlIJXHbgImAnkVCgwWXzR/NtsbRT68KQwHvRzU3W0Qmn6FLA7C88RQFKiQaqME9CgaHZEdplWmpVrzuiLYmWE7kOrCFDcegd+reZRg7HZSJqAigo/i8Lo4qsViKIGgvbNNZBmObn/iAxaRWj7Ejd3ExxZ96GZ3IM0+Ng/go5zBMMcrUEGvWcAddsy1G3L0BwoaI0TJwLsHHjAcHvpOZZSmsZrNc86z/A18/3n17hXQMOnLzcw4JWYUAqzwsP7AXbFgu+vG5y656D5Lb/P7j1TxT3l2hGvkMDNRMJYY7KcjZ9nduipnHIqPHFREPz1/qoI/iGNdQv53va2t+Gkk07CF7/4RfzLv/wLnv70p2PHjh1rynaEEPjYxz62XqeuUOGAuL8Pfc4I5lqXvLOZQNxfRtLNgK+1gjC+AuCCyYhrRxlIW4TLRakuEWKdNO/Pun1XN82nYYcR6zRiPf3Hx8sSDXe1gM8VSGClnyDwPUShV3Kx8aSAX3KLkZipSZMZtkWvHDRYZyB+P1V2zCyLca9RCiLmM3UP+3o5WhPl/yVMBFl60ku1CbAWBykmaj4GiTK6/rm6lRDxtbvoG5mIzVi7qyUUOGgTwNQ8kvEETkY89C0h5uw9Bx+BFLh34Jw0mofwBji2GWDSl7hzmOGErU2IvBT5ISvS0oHwoZcSiKMKJ7JCqrMr8rAnznFiW+GWbhPwu+Ze1WsBtjc983ww2XelWYFv55yDGQ4KuUCbAzSWXnFPBl6pWk6KbL6yRd4AAGlXcPhZGM++z0ZFkXKxiuMGVS5YGjfeOCvXQLMi9xUqVKhQwroR/E984hPm59FohOuuuw7XXXfdmttWBL/CYwlutp6IsSXmLGdxtwXKlorjZN+1pHQLdceRQpdsPMcLP9kX3O0QSsdi+Q1ty1lV3p8z2lxo2nS68QLWBpStIz29mlCN8uLcBeNuNiLTfIi6yCq0JyIEvoc4yQoJTWTI76a6NCSQxmEJO83z6rl34yAOsAZZDk+IwpXHFsl6wpJ7LmhuBXa1YkMzwHKs0B/EkLLw6Rdl/XbNqWvICwJOc07McXtTGkLKwSCReZhrSJUsZZVdTTvdVwrCWD/eWUmMTSaWNgNT1+OWlQQvOqyBQAD63j7ULzsAANEKIU+eNa45OlNUOMAXmZNN0BGZwq+kwEKqAK8PiAztIhhiSZPr88/Xz/Poau5Zo2+18HYFiVeWaFv7fHtClCRV7LRj5tmz53DvIVCQdOk2hVvdi4DHzUFvKMtF6VXzqgpPeGgcnCLbNQLtCocO1o3gX3311et1qAoVHjFwh1PO9I9nuT1BZJPlCExAXKLfOICe2QU3rOJjcLMkDhDcFQPqYFvozwMr3SnVEjiM3Gr+iyxykTVlIsQSBuvlTxIhvmbWXfMxWZs+X/RbqtcCdFdGaNTKFpAA4AcS9bqPwPfQ6Q5x+DbKLjecrLBb4GwddTRGJtMrDBEu1SooYCaS2DtUqzqUsuSEibMtlLVEkVcWyKc/Ry+VpRUDutcaRdxigiQm82qNZ0EJ2+UVEJiJgPmRNtaMniNp4TF3EipElQKm+y4AINoHxJvxm5P3YpBrHCsE9FwN0p+m9zNNTjmDjE4aedB7BkBMN1Lf24c4fAJLc3W0dYpBrulDPjmM/ONBdqL8jJEMpiyrAWjlhp6V4jmBLbgOpA3AGkVDNVMcDVrB2NGUJlDjTL/d3z4HXFzLdSoAMP5INf2yNM4TwtjWckE6j+UBSP4rVKhQ4QmLde1kW6HCoQZ27nCz4S5J5G3W8stfC+4+TECULksi3Gy8FJbUMBHm8fRSK5thbTgfj600aRtbRMrH5O9rrRCoInDoJOTGM8jKqxS5tl1Hm40QQIKZoIGsiBD8QELlumjqJDEcZohljm0bJzAbcbfdssUiHVPAE/a6ax4HM6uZmicEUpD8Y3tTopOUG1WxLSJne1VB1u18EWHtAuj2YkSRV+jR/eL49r6wHIg7srqyHPce8nXYQEsjURQcuoWjgaL3WYqytWEzzf1Bgl6v8LH3BkC0G+0iy36b1jgm9KDvXqH3N9SAu1cgNtWBTCGbrSOIPOhuUtwomuRZT2CnEDhzpoav7DkMaNyFKCQt/oZmUDxTND5eYWHizaQ710TcF2NtVrHofW209Szz4ZUtgFZqeOVjlNN8uPPGjbJahRUqFzrLsVvurpixJIifE87+J0qjgYrYV6iwGqIqsq2wCgfjiahQ4ZBCmVyX/6Hdn45+LazlTjJOZgBL+N0sMZMmLtZ1bSXdglxVkGWWUuRaGFLunnNQSEs6CQcA9F5udP+UfQZQcgli7X87kFgZUYFrrjQaLLmRAsNRinq9DqWoq+2JR0wXbjN0jPHaB2425c5Fqmi+3PqDRNl54ZUFgAiiW4cwLomixlx2DrjotV6jTrsrgwRJkoH/5XF9gGu16EpTXPA89h1pE48xLGocAklSp1wDkPR+u9C7dxJt3H7mF/rGbhSDaSBv4PqlGOdvbuCYXEP9cJ+9iF4CcVTbRFx+J4EeZFA/2EcjPnYSGGTQ/RQNT+DmbgIR7Ybu/KYZO3vz03yRlIatV+na7L3iwK+XalOczsWvfK2TYTl45bloG20/WWe6z7UqtPNu/YWL8YZr43I1/pmDxwoVKlSo8Oux7gQ/TVNcccUVuPbaa3HfffdBCIHNmzfj2c9+Nl7ykpcgCFYv81eo8GiCvdDt7+SVv1YR7YOFu6stYtVG+hA67jUMbl4V5/TzIFvd1XacLNc8K4vgAl63sycwLpsQkEWHXnKWsRnyUU6Z9URpRKGPwKf9uAPrdDNEnGToLA+xbfMkjjmsidlIYCaSaAcsx+FmX5y1JQ04c1tulsSe/kqXCTyRUAHPua5WIEpSKnLNIZIaSIFWYB18mr69b/1M4q6dS9i6eRLzo6JRlu/BEzbocHsbpG4WuqgdWIgVZiPS5HPQNRly7QLtOD9SmHQ6u/I95aLpf9udoD1Rw979RYY+XAJkjFRrBEJA+BLi+CmgW3S6XYqhl2KI6YgkOksxkGvIU+bM+xhk0Pes4Fcb66h7AkjmEIiWsTT9zQ1+4VRUlufwNTT8snzMBpn8LLB8y+rpeXWHr433ZXcd91nrJBpzNbr//FxSVr+oAXD+znJt9fYsc3KDiQoVKtwPqkZXFcawrgT/+9//Pl7xildg165d0GOE5MMf/jC2b9+Oz372szjttNPW87QVKjwsjGebHw6hPxBKWcoiWx+OpfZdCQ43ZkqUJUsM0kmzpIEtAwWaYXn8XDDJtphuEKMK7Xuz6KMUSunYWyoAAvetZKZRUpxkRjt+954elNJotyLIQnIxFcpVQRLLj9xCZZbjzERWumGJte2gyh2AKfts32fyXGosJorjS3usRBFZbBTnf9pxh2Hv4qAkPQmkJZJuoanrJsTSEq7D8MY0+m7nWtcFhs/Rz6jeIlVF4zClsHe+IPj1NlDfhdlA4kfLMZ45GUHvGUAXxQ9iUwPy5FkgzpGGEsF0RKR/vrDSTHKITQ1gYx2/WfNx5b4hBQx5gqnJmnkWONByZUSToQ3EWJ/P186e/3QNgoqOJVATVg7F95GvN/LYEaoc1PJxO4lCrqm7sev4BFgpkxvkuhn9ChUqVKjw4LFuBP+2227DOeecg5WVFZxyyil41atehSOOOAIAcPfdd+PTn/40brzxRpxzzjm48cYbccwxx6zXqStUeEzj/iQ+blY7d7KoTHQpg2q1zbxvzROm0ypn4N1zsHNNWtgPjq8AJMpq3z0B5KIsf1mMFaZqHnINLA9TSClMg6v5xT52bJ0yxxoUnuhu5pW7vjLJZT94N1hx5RhMsNl5p5NoM2bO+o4XVrI7ENuFcgEoXT83wFJQGliOFQbDFMtDyo63gtAUxXIgFEhRsnDk8fI4WYe/UBS5zkayyPbTKgt3zOVAgQOEoGii1Q4k9u5fwca5CQDAXnUXMNyGE7ftwmlTEbAUQx4zBbW0jycW6sfzEEe14e/PoOMcmI4g2sS+deGLL3dM4EfLMfW/UhFmJtvGqYcLXtuBLBF5F+5rfM/4WaR7QtfJ99bN4HOxcpzTIgOtqNBqCt9HPj9bu5LLk83au+S+4VfEvkKFBw8BqEqDX6GMdXsi3ve+92FlZQUf/OAH8aY3vWnV+5dccgk+9KEP4b/8l/+C973vfSVbzQoVHs+4vxUBzqrm2kpD2EVnIaYsPhNXcxgpCrkE/TrKNTbVZSkDzUWsrvzBlaBwgS4TNfKQp58XYmXI4O7FEWbbEeJMm8zzMUfOQkqJxaUBjt5QN6Q3kNLRZEvjTjTeNAwo24YqTUSQC19d8DjYzpGJIV8LF8myTt4UuoIDA8pgz9U9YGMbk6YI2K4GuFl3l2wyqWepU2TqCywj5mCLbSLde81dXgFga8PDN3bG2HJYG9/78a30YnQEsOHbWEhq2J/mOCLTJMlhn3sA+dM3kE0md57qplA/WwQAyFM2mK62ALA3zqGHRyDWGaLQ1hqslppZDT4FQSSfYq0+W48yKCtvAx934YnJPm1DxF5pO7c1Tzve9yShIq2+PUgnUah5whSfH6jLboUKFSpUeOBYN4J/1VVX4Td+4zfWJPeMSy65BP/4j/+Ib3/72+t12goVDhm4Djuc2W4HEosxS0lshrRX6ODZxWQ50Y4dpy68x2kf7vLJGI8nmFszqeNMKkA2h/1MYzG2hZWjXEMpIvRxQjKdNMtx7I5pAETacw1smWgjVRpTNbJJ7KVlP/NRziRbgxtb2YZWNjvPshe+Vh6r6z7EJNJotwW7H9HvczXKvsd5WbrT9MsSFFOsLO0Y2U6Uz8FE1vVuz3MAoHnmguTIQ2kFwS0kdcdgVkqkwPxiH1ARvdm4C1ARAimwa5TjlEEKfU8PutDgy2MnjQd+rxXAFwKNyIN8ygztHysi+L7EUGkMhhsg2jdhGqdgU90+EC7BtuOiMfFKDhXT0jUsxhob68JsF0iNVK3dfIr7KzR8YVaL2NGIjm9rLziIZYkTYyq0wWlF7itUeIioNPgVxrBuBH9+fv4BWWU++clPxi233LJep61Q4ZDBeMfbwMmic2MrgAhjt/hlIVaGPI4XQnIBoy0KtcdPFUoFqtwoiPanwKGXaizEtoERk/7FzgCDYYokyTEYpdixdQqHhVHpWrjD6aY6fai0C7ceJtwLsUa7yKh3RtqsIPAcULbdymyYuLsyEF5VIItQKtIMHAbtSmHYu9/V8ycmq08Efq7umflIFclKuFA2cYIPHgN77bu+7WQZSefopTarrYRGLlBaZaCDAIDGfQOFlUECpYpmVABEuA+NIMGxzRaObfqQG+pQuYYoKmD1UgzsGUAe1UY710CuoLsJxBzp6/Ugg2gF2JMpLCQK7cYClvedi63Hts3qwSDTJW9/Hruta+AaCeuYs6VhgwOWfsVarwpe+Dlwn4dRbi1KAQqwuPiWpU40DhuocZ8GLm6vUKHCg4QWB8cmU1d/j4cy1u2JmJ2dxW233fZrt7vtttswMzOzXqetUOGQgZvBZ9Q8Ijl7hlZkbwm8QigFOqMcnhSoFWSad99UlyUZDr/OZJqJKWv6OfPcLYhzP9PYO1ToJQo/u3WvOX97IkKzGSLwPfi+RCuUaAViTX00k3YuZu0XTaOaPpE+tlx0veoBYCEmDftirLC96WHkeLTzNQSSs+NylXac9fieEIDUBYmHs4Jg6xBYJ55rjYXCg75eC5BrASloDpmEcvMswEpTgkISBSWghGvFKYycirepeQJ5boMUlhbtGSpEoWfqGAAA2kfbl9g5zLBzmOEPf9kFeolpZCVP2YDsyBakEOhmCu3Iw15PYFOxu2gF2FP8fHM3Qbe3A8gjdLojIyPKNa00pIoKq/nZUqtWeej6ONDkXgDseDNeJ+LeD5ZJuc8EBxS8csC2pNKR7wAokfuDUdxeoUKFCk9UrBvBP+uss/BP//RP+MhHPoLXvva1a27zkY98BD/+8Y/xile8Yr1OW6HCIQnWd3NGuekLdFPOLuuicBYYFOn5XNmsfsOXplkQf43ysgtP5JF95PxIG6JtveaJdC/GGnuWBojjHBONEDk7yigNlWt0ukMcd/QcNtZl4VdP+3OgwE2OPAHzxZl43p4lHguxwkKsTCfbUW4LWBdiZVYyuLiYu9qa7rZFptk2aCKiWPN0IdcpN8zivgKDwoVnKqRxzrZoJaIX50gLlpsqYFTYZPZSbcgpS3YADaUFGr4uSXhcfTuPeWdfGXnMiOsBpMC9A4X5hT7uubcDMfc92kHG2DOo4cTtPo6qB5BCQN22DL3Uo/tw9wq8OIfe1EALFBrNToVIi/P5vRRBzcfX9w+xKfKwU/mAoACiU1RlKy2LLHnZuSZ3ghQOTKxEykqdZKGxj8eCL34G+H7y6+x8xOeiDs02ALJzy3NftqStUKHCQ8FByuBXRbaHNNbtiXj729+OL33pS7j44ovx2c9+Fq94xStwxBFHQAiBO++8E5/5zGdw7bXXotFo4P/7//6/9TpthQqHDNYiMTWPNMr39HOTfe5nVjIzv9DHRDPEYe3IyZ6KEpkl20yLpAgQOFPPHWMXYjrArm4CpTRWBonxS48TiWZRmJlmOborMU469jBsachCdmJXIPqZLrrvUqaXZTauzIXH1S+sL5kYs6a+HRAhbDiaa/bf530XYlUQQolAchbZJd9FACB4XMrMCxcltwKBQcY+7jZgyrIcjVBi7yDHtgnP3Atu1mTHpCEdiRQ77gAUUHETMZa8NP2yY1GqgF6qsK+XoD9IAL8LnbUBADu2XI9NkYdh7mFWa+Q/2AfdS8wyiPAFECuIhg8d58haAfxOYpYQ7vIlkCmc3A7xdbbOlFkxf3ZeOZBikl228qQCV15lYbkWE3d6dvj+0/Wx1p6PXfMEkqKzcrnXgq3XyLVGy6PANJTCBIIVsa9QoUKFg4N1I/jHH388vvKVr+CVr3wlvvvd7+Kaa64pva+1xsaNG/GZz3wGxx9//HqdtkKFQw6cvWc5RD/TmI2kacIEFBrxJMPUZM3IOthCkjKiMI2yAPp9MWYJDkl7ck0kOZTCZHQB6kw7HKWYaITwfQ8rgwSB7xEBBeD7EiccPYuZqMh6R2X5C/vuN/yyiwqRNS7UpQCDi1fdglm6BlHSzI9yDajVEhCeH5YicQDA9pMs/eBtuYssnOLOUa4LS0tFbjoA5kEkuOFk6/NCPsJSoYY/pqcv9uExB1JgU92+rzSQSrtSwkW3TIYXO0NAZBABueDs7GzG2U9awmzoGTccffcK8qQ4/rE5xAYJfQ+5F/lLCbIdTQRDGuARmcJdvsRV+4eYDSW6eQPoPwkzU3WnH4ANUPh5W4gVtjZsUNNJtClypkDFEnClRVGzYW1EAUfqU2TzI892Hq55AsuJzfDnWpe6FfOKQYUKFdYRVZFthTGs65rO2WefjV/96lf43Oc+ZzrZAsCWLVvw7Gc/G+effz4ajcZ6nvIxjeuuuw7vfe97ccMNNyBJEpxwwgl4wxvegFe/+tUP6jif+MQncOGFFx7w/f/4H/8j/umf/unhDrfCIwzObHpCYDFVJaI6yDTihLT3nhRYHKTYWLeFrmxlSF1WKSvLEh7efyFWmAoF7h3kmAqlKdKdjQQQRVRomyi0JyLESY40szqMdiARSmHIfCCttaLSlJnlIAKwencGE8VBsRrhet0DKCwZidR6guQ+5Jluid/smKUldbe1c0djoU64oRTGxhJA0SRMFzp7K2Uy3vpZDi+U6IxyTIW+0d6z5AigzrRMhPkcVrZjAx43BmgF5SAEoGJopTR8XwJ5EzpvAgA2T96HW3o+/sNhdWCYQ548C7GpAa84rtjYAHIFeJKKGjKFQAgsFMHALaMMs1Kgm2ncubgZeuVEHLF9Gls2tkudZsnBiDsLs7QKZu431oWxueRiZb4GaoRmOwhHHsl1XAmOe2+ppgRoFmPspqqwEbVz0Qwrcl+hQoUKBxvrLtpqNBq44IILcMEFF6z3oQ8pXHHFFXj5y18OpRTOOOMMbNiwAVdddRUuuOAC/OQnP8Fll132oI950kkn4eSTT171+m/91m+tw4grHEy4DZRYe89Z0n6mS8Sxl5LrTBR6yDJ6cUsrLHm/7xkqI39gcAb/zqUYSmnUawFC6WF700MoYZplccfYQAKRLzAcUXfVLRvJf322FRWuKCg1r2qaIltLmt1iy1bhpMPghkmDzBZRhka6YSUgVBQs4AntnAPoFwWunDVPFYzfPMtz7HVbK0Y6vjDZZe4zQOejfWYa1IlppnDW4bmU2sqMWEufKA1kArWonJFnYu8moynwsi8sxMrWRigN1Hfa9xKF7TXgH3f18azpCMcPiuiFm4FNh8haAYa506Ogn2JTEclsr/n42UqCnaMMSKYBr49uL4Z0xsAFsDUzZqonsB2DqUDaK7rdToW2lwHfH+5UGxadfxt+2ScfsE3A+J7w3EyFsjQ/4/tVqFBhPVBp8CusxsF4Ip7wWFpawoUXXog8z3H55ZfjpS99KQBg7969OP300/HBD34QL3rRi3DWWWc9qOP+/u//Pt797ncfhBFXeKTBenJyiQEGymaXc63Ri3PESY7FpQGO2D6NbqqQFEWhrI92rQfnR6rUJTbNchzdrJmsKmmn+V2Bpk+a/O4gwT33dnDU4TOQko7LBbIuUVUapawue++zFr/mAZBlFxtVXE/k2eZb40hV+XWrb6dseijZUhSF1p0LXKl7bK4pU8+Nu5h83zdQxubSurRQsMHoJQozNYlcU/ATyrKMyEU3VUVx87hkx46Xz+PWFcxGEv+/pQyDUYrO8hAYbodo3EHXPjgcy4170fYFfjVIccKOCWApgd5PenrRDLCQKCL4WiMQAnVP4EfLpOHpZgrLqcIg11RcO9qMqY01/OYG39xrrhmQhSxmcagxGQrMRHLN8XMtBwduibJOT1xEy9l+Pr57nLWCHsAGeK61aIUKFSpUOHhYd4L/s5/9DB/+8IeNREcIgc2bN+OMM87A61//ejzlKU9Z71M+5vDRj34Uy8vLePGLX2zIPQBs3LgRH/jAB/DSl74Ul1122YMm+BUOTTC5GTgFiKzBV9r6uDMp62caSZKh309QrwXodIdoNiJ4ReZ271AZwnv3coKJmm/kLACwdUPNZGEPq0njH88BRC/V6Ka2oVW9FiDwPbSKrHrkUea15gmjf/cEjEyDi2WpQZTNyg6cAAOAsefkFYmGj5IVptsYin35ZyMbIPC88TZM1mkOSe+fKmGCBNd/nY5P7y06HXsZNU+go2yzsV5KWfzEWRmAtHpxliopbYuNG74orcx4gjLh47hrhQI13/cAkUEncwAAUd+J25brAIY4Y6aGXaFEsKmOTdtIwnPLMMOeOMeeODerPYEUmA2sdGlPkqObBICKEKkj4RWyqRYtUBhpDgdek4W0yp330Hk2uKaC7zXZjJZ7GAS+nQO2YXXjHnbGWQuu606FChXWEZUGv8IY1pXg/83f/A3+7M/+DHmeQztOEouLi7jlllvwkY98BH/5l395v91uHw+48sorAQDnnXfeqvfOPfdc1Go1fPvb38ZoNEKtVnukh1fhEQZbNrrZZwCmwRJLWTgDH2cacZJhOEohpYBSGoHvITf2LgKyCAy2tEIEkjLqymlKEkgqYm36ougyaiVAqYIJLFb6CbZunkTkW5/7KUcjXfNsoSu/7lp0uhIhLtgE2JbTFmQuD1NMhaHxVwesB7o9vnSKOImUcwEyBxEukTTyE09gfqTQ8K0EqJ8R+VyIlTlnL7V1BIvDHIEvEWcaC0phNmJpijCFuv2EibE2xDdVVuvPnXv5O68kcK2D6+3enqghivpAP7YXMDgCmN6NhTTHjcsJzp6tYVuWQxeelN1cY0+co+0L3NbP0fAEMg3sora62J/muKWXAmoCuvc0xGoRGzdsM88WQSOQ0mTom2NBCa9YsLNOqqxlJj8rrmsQBz/jWXi+Vk9gTXJfZe0rVDiYqCQ6FVZj3Z6Ib33rW3jzm9+MRqOBiy++GH/4h39obDLvuusufOpTn8L/+T//B295y1vwlKc8BWefffZ6nfoxh5/+9KcAgKc//emr3gvDEE95ylNw44034tZbb8VJJ530gI/74x//GH/2Z3+GbreLTZs24bnPfe4D6h5c4dEH2ywCLK2xHURzTcWHy0WDo5VBgm4vhu9L7N7Xw44tU0izHHsXBwCoSdOxs5HJyrYCIvDcvZQLHpmMMVlztdUstzlqM+nu3aytJyg4UGZ8unCtscdvFo2mWNKRa9sBln7XhuwHkjTvZP1pNfas25ZiXELEcyYQ+pY8kiOP/cDhAIOLdLupNk5Dc2AbT4lRTo2mmmMZ/uEoxd75FTSbIbqhjyNn60iVXUnhYlMrV9JFDYCVpySqrP13PeDZmccUJyuNurcRQ9xFG4gcWDkOqP0Mg1xhT5xjEEgUKiPc3ImxnCnsGuaoewILaY6j6gFu7dOsb6956GYK6J4ERLvR1CdgHC6B9wSws6/Mc8L3DaDnb1NdmDoKngO72kRxD18bB298/600y2r7K1SoUKHCo4d1I/iXXXYZfN/HN7/5TZx22mml9572tKfhL//yL/HSl74UZ5xxBv76r//6cUvwu90uOp0OAGDbtm1rbrNt2zbceOONuOeeex4Uwb/yyivN6gAA/Pmf/znOPPNM/PM//zM2btz4gI9z4oknrvn6HXfcgaOPPvoBH6fCgwNn7knaQp1lB5lGJ1G4byVDf0DZXZbNzC/24fsSe/f3MDPVwLE7pgEAWxoS7aCsS2/4ltCzLKab5jisZjuaMplj60rOzlOxrCgRU7cQmGw9bQGs6QzrkGXm9raOgI67ayVHnGRoNwLUPFny+q95wrhacrBgOqbmVi6yVtaYpSfcnbXhA5v81QWduRZYjBWObXvophpSsNOQh/kBsHFuAsNRin4/wX0hpeYnan4xRtukqenbbLZr5am0bezE+n8XLL1KsxxzM010ezEw3E5vRrsBVcPC8g4s1MhxLBDAziIKGeQauwpLzDuL4oFb8gR+MR+3zG8FlA/4y0D3aVCCVn5I8kWncFdMcg3T18ANpjhAsoXIds4TRTUOgekITLaba2XwKUioJDgVKjzi0OLgSHR0Fagfylg3gv/DH/4QZ5555ipy7+JZz3oWnvOc5+AHP/jBep32MYeVlRXz84EsQZvN5qpt7w+bN2/Gu9/9brz4xS/GUUcdheFwiB/+8Ie49NJL8d3vfhfnnnsufvCDH8BbSwBc4TEDN8vbS4kQ7Rsp3N3NkGW5KXJNs4wcV0DSjqnJGhq1wGReZyNh7AlJviKMxzmDfM2FKR4lss7np99DSZpxWejrOTnOGm0OIDgIcAMA1mUDRCbd7rsABRmeACYjiUXlGS03w3UU4qxvUHL6sQ47ZN1YLgplYh9IIBLWwpKJKQcaUgMzkXWGsdablLVeXBpgOEpRrwVQSiPN7CTGCcl40kzhsMkaZiIKbHgeSdtOY24HNAe5s1JT8wTuXqGNZ6cbGI6KfLciu1M9eBJE6ycAyFHn1n6KxsiulFyzOAKSOVp6lzGQtZEq51+2FwPJZuju02j+fImZ6Ybj6U+SIk9YkXwv1WPNxVbXJ7juSPtGGofVJOZHGtubYtV95GPUvHJPgAoVKlSo8Ohi3Qj+YDDA3Nzcr91ubm4Og8FgvU57UHDeeefhZz/72YPa55Of/CSe8YxnlGoPDoQHso2L5z//+Xj+859vfm+328aF55RTTsGPf/xj/PM//zNe8YpXPKDj3XLLLWu+fqDMfoWHDy4iBYhYsuvN/Eghy3IsLA2MJWa7FQGBxAnHHIZOd4gts03MRAJbG8Ss5mqyKHqVRSOjskuNJ+gcDZ8aXLUDaYp6eSw1T6zyLufxtQOYJlELMWXxtzc9Qzy5eRRn47mRETVEss/2r5YzBL5EI5RGKsJaet6faxO6RUDA201Rg91SpthNGjPJdJ1yyt19rWTEK4KTdmAbNTV9CpKO2tzC4iBFnOSmsy8HV1lGfQjiJMNCL8byUGJDMzBSJgqibLfWUUGeeWz9TJsagk43h1Ias9MN7NpbBPZZA3rlRMDvAtO7cMtKikAAt7HZfzoDpJOA3wdEBuQRkX3O1OUN6P5xgMhRx1Go1wM8Y2sDg6KegcEuOnetKPMMcUF0VDgL8X3hWgieaw78OLipeVbuMw5XSsWopDoVKjxCOCga/AqHMtbtidi+fTuuv/565Hl+wExylmW4/vrrsX379vU67UHBXXfdhVtvvfVB7cNBS6vVKr3WbrcPuO3ExMTDGCXtf8kll+BP/uRP8I1vfOMBE/wKjzzmRxq/7FJ6u5NQQeidnQT9QYI4zuFJifY0FVy3JyJsqlPWea4+gcmQyKj1jhdGu84EqpNYws2kfSEmssYFr0xuqeBWG1lOIEWpKytrygMpoLTrEkPXUnZhod939snZh3X3SgONUKI7SKFCH+26RCsg/34A2N70TIdUpW0TJj6udBxruOOtmzmmzqqryf24Btw9bj/TpVWUyVBgMdYYjlIEvoco9CEdjX8U0r/HiUZoXnPlL6zJnx8RsW/65JTEGXKyk7S1CfVagIXOAM0a/Y/o54tA1gRUhHt2PQdi4lYi8X6fDh/PUeZ+tJkIvjeggIA/yLVHEp10BkFNol4LjJUlX0Yv1UUBNrC9KYvaD5u1j3PbiZiDrdxJQHBtBD0P1DiMrVn5mbBzvXYBboUKFSpUeOSxbgT/xS9+Mf76r/8aF110Ef7mb/5mFbHtdrt405vehHvuuQd/+qd/ul6nPSi48cYbH/K+7XYbk5OTWF5exq5du3DCCasL33bt2gUA2LFjx0M+D+OYY44BAOzevfthH6vCwUMnUYZUjXL6vbM8wtRkDVNtD3N1GxQ3fNsIqp+RRIJeswTKLWjlzrJMPN0CSSpstU49QEHUC9/4mYh05uQEY/X6PMZA0ooBu8QA7I1uLTJzTRneQaaNi81CrBFnGtPNEE1f4L5ego31yKwCDDJquOTOiWujyccJpCxl6/naGr6V9wSSVircrDVdh8ZiTIR7OdElYspNt1oBMGrXMRyl8H2JwPfQCKTZHwBWRhkmar6RDbngQGOQaWO1yYGU6wq0abqBOM6xY8sU7tq1RNcWH4VOrwdM3AoMjoDO2kaKU4LXB3IKBCBym8FXPur6GMAHZqYb2HxYq7g/GjVtAxxajeHmVNpx2IHpQms7AxPp5yCFvf05CFBawwsoACvPQ1VcW6HCowYhEPgHof5FVH/PhzLWjeC/7W1vwxe/+EV88pOfxJe+9CW88IUvNC46d955J/7lX/4F3W4XRx11FN72tret12kfkzjppJNwzTXX4KabblpF8NM0xc9+9jNEUYTjjjvuYZ9raYnIwsNdDahwcJEqmOw1AHS6Q8xMN7Cp6aMVUNaU9eGstfeEwM5+jlwT+easbOJYGbKkxbWr7GfayCgoe0/Z+DQru+lMhTb7PRPZDHmqbMEoFU8qNH3PEGjW3/NCnbWFtFafvVRjZZBATkSoecDhkyEGWdmCs5uSfIiLeoGyG4stsoUJDFJoMzcun28F1rOf5kOb13m+3O7BXrHKsWdoLUnrtQBplqNmCpOLc4a+GafbAIxtJfnauWjZBl+q8NCnjrbdlRiBL9GeIA3+ff0e2s0m0vRkDOMhaerjOcAvJIyczY8PA4Kucd3hD3IpJaKaj4lmiCj0Efg2+nDtRFk2tBgTUW8FwjT8sgTeNgSbdO5RrjUaPt1PrnMYR0XuK1SoUOGxh3Uj+DMzM7j22mvxute9Dv/yL/+C//t//++qbc4991z83d/9Haanp9frtI9JnHvuubjmmmvwhS98Aa961atK71155ZUYjUZ44QtfuC4e+JdffjkA4JRTTnnYx6pw8JA49otToUBtQwMzhb876cGlyZpyx89ckysJu9aUmzzB6OgBlDT2NY86uebakjpXwmOlOSzPscW0AJFDzki3AmE0+muBCe0go4JhlzjOtiOsjDKkfmBWClwHGk9Y68txbTfLTNif3Rb0WjLJc+L6tDMpt64+9DNLh9xAqBWIIuAIIKWEJwXSLDdyHw4ueCzc4bdpstskbSIZEQU31CPABl1cG5Eq4Ijt07j9zv2mkHfLxhbu2rmEZiNCFLaQZk9FkmXwYYl6NuRlGSL0slaWEE1N0v+QjRsmMDVZQ6q4u7CdJw7ipkK7+sPuOqlCqei24fMzZR2fAGCuJkrN2NxVgHHdfYUKFR5ZCMCYNKz3cSsculjXqowtW7bgq1/9Ku68805873vfw3333WdeP/3003HkkUeu5+kes7jooovwvve9D1/+8pfxxS9+0XSz3bdvHy699FIAwFve8pZV+z35yU8GAFx11VXYunWref1DH/oQ/uiP/qiUpU/TFO9///vx+c9/HvV6HRdccMFBvKIKDxdTocSTJ+2/y05C0hspiDyxdSaAotkQ0Em4EZQ2OnkX411ImVwPMhg/c9ejnaF0Wb/OJI4PzxaZlIkmS0TOXjPcYw4y1m8DveIYnVGOLMuxuW3166z/BoA0s8FFqmg1wLXq7GckH3KtPxtOHYI7DnbaYQ08YC0d45Kuv3ytbG3ZzzSUUsgysifl7Vn7Tx12ZSkoAqydJM9jK9AmIAEo8FGagqVNdYn7+hqbC1IPEEE/6vBZxEXX4sDnIEOZ96UUyDIFv3jP9z1s2WjrfKQUaE/UID2BwyepkZh7b5iQL8YKG+uyqAmw8+AGbtxZeXx+3R4ONCerP/ar7H2FChUqPLZwUMqujzzyyCcMmV8LMzMz+PjHP47zzz8f5513Hs4880xs2LAB3/72t9HpdHDJJZes2QeAC3vTNC29/qY3vQn/7b/9N5xwwgk4/PDDMRqNcPPNN+O+++5DrVbDpz/96VJAUOGxh7maQJxb4relIQ0pYuLcKMlTKOP678s5jpjwCiJsySuAkjyHCTbtD9y7opxmWrqwoCxndZnkM3nnLDcfk1xuNGqeXBUkuNsFEuilRPSZYHtSYLEXQymNo2drRk7TdApQOfjgLLx0OqWylGcxVpgMqXvsOAHlc/Mcuk5CvC1fV8O3xcXuXBPBFwhbocnA27oAjXYgsKlObkVNXxpffMD69AO2l0CqYDrdRh41jmr4Anet5MiVhlIamw8jjf1du5Yw1a5hohGiPREZm06204xCD8NRBt+XiEIfaZaXCn4D38PUZA2+72GiEZbmoh3Y1RqArELd1RGG1DZQ9JyVh7X4Oj9v/Uyv6flfoUKFRwkCJYOA9TxuhUMX60bw4zjG3r17MT09XXKScdHr9bC0tIRNmzYhDMM1t3m84GUvexmuueYavPe978UNN9yAJElw/PHH4w1veAMuvPDCB3Wsd77znbj++uvx7//+7/j5z38OrTW2bduG173udXjzm9+8Llr+CgcX7UAi95mdilUkyv2dO66mip1PysdiO0LazzJetrnkzPTOvoIngOVYoRXKUpY1cAgdEXR7zE6isJxQBp071rpZXOugQy+w5SfptTlDLpFPNzBVRB1cRJs7xwikACtO2NrzsFo5AGAZ0igvO9Iw2eQMPY1Pl1Yh+DxsYznejEo5QVFUuO3MRrbWoR1Qdl4KoCWsc5EJtAqHGb5mpcse8xy4qGIlwRv7AD7u6A0AgLt2LsH3PbQnIvQHCaI2yW6U0vB9D4EvIaXEhAwhpcDcbNMcg0n/4S2vuEZL0gEgKO41PzNruQ25/QzoNawCNyZz5w5Y7YlfoUKFRwcHheBXOKSxrp1s3/72t+O73/0uTj/99DW3+clPfoIzzzwTf/EXf4E/+7M/W69TP2bx27/92/ja1772gLc/kD/+e97znvUaUoVHCYEEAicdws2jmCgRGaRfuEh2IaYizUGmsbFeJuRrgQnYKKf9WwG5x+RKo5co9IrttjQ9Q+ro+NbSESDyzEW3nCVfS4LBsiIOSAAqyAWA7iDFdDNEL1FoBZ4h1s0xAswY5USo89J8wHj88+8sOXE1+Z4gku0J+z6vgniCyLvbvAmgwKCbUoZ+NpLFSgXVAvC1cnCTOM2dXItQb+x7YIi+PQ/f05lIIFES+UQN9+5eptemqRHe047fjDTL0V2xnYz5e1o0QJudrkNKgWYjQqc7BED2nUdsaBTnoUAmVfa6AZiVH14R4bG7gQhLdjzBErHy/bYZfgog0nEdT4UKFSpUeMxh3Qj+l770JRx55JEHJPcAcPrpp+OII47AFVdc8YQg+BUqHAiBtI4z4044ROTJw/6X3RzHtD0obbPXrPNm6c0opwwxY5Rbx55eohD4clVQMN6NFrDH7yTaOM80i6z7WrIMlgYBtAIwyIC4uCZZkP9GIA35prFZdxt2nuHv0gly3Gw0u7sw2af3Wa5E88EFukzw3YJiOy82Cy2FNkWzPJZ2IErbcFDRdMbvglchRrk218gdghmpIuLdTZmAezjlSbNm/72DHJEv0AgCRKFvSD0A0/jM96Uh/QBwwhZaIeXC6rmaNPUC4+A+AnQ9q4Mr93q5ANct3mbwSobbl6BChQqPDQisXiFcr+NWOHSxbgT/jjvuwGmnnfZrtzvxxBPxgx/8YL1OW6HCIQsmVkzeXVJFDZWs7SN5kNv9mJi5RJfJLUBFvZ1EYaEzwOxUAytJjo0TQem8nLVn7Tlr8OmcZEPprhooh8yzlWKqKBNu6giKH7yQpC77+yk21SMkigIWt0aWSTgFEbrkdjMVisKe05JPV460GGvTZdXNNrvykvFMu9sAyhNUXMtNwZq+zeK7cFccAJor3mSysBkdqPI5+D6QLSdr+SVGucKmuu0n4AnghGkfiQL2FgFZ5AtISf+WA9824QKAw1v0nYupAdLWWwmScHT4NkihlRby/Hfng+fVxVorNS7xZ7lWhQoVKlR4bGPdCH6/30ez2fy12zUaDXS73fU6bYUKhyTYvpGsHVHK0KeKilVZ99xJFOZqlhknSpsVgJpHBC5RelV2u59ptCcixEmGei0o6a+loOz8KKdzcTEuj80lw4NMYyaSZlVgKhRm7KzNX4w1uqnCyojYZ5YpTE2ECHzPuNcojRLB5sw81wO4XWClsJKdtSRJnFEmhxtRzIkl1w1fFI2nYDLsQFk+w8e1pLxMYHmFgsfJ27pwfePZJcgNLBZTXSL0ngA2FU3N9o2U2XZ7UyJRZbvTQQYETc9YiiZKG8kRAOxoeiajzt1meYwu0XeDoAdLzpnYG3JfsfsKFR57EOKg2GRWja4ObazbE7F9+/YH1AH2xz/+MTZv3rxep61Q4ZAEE3rO8LLHOP8OwBR1BlJgfqTMdkyoWSOfa9KU8/uAlV5EoV84sNj0Pnvbs0vOuD6dJSYs1eHjzdUk5mrSeNCzBz5LhZo+WTpmmUIYUu5gS9PDINNGYuNCClsgy9dKGvgDF3GyHIe73rJtJgck/AWUO/+688JdfflYC7E24wDK1pu51iZ4CIpAql8EX3zste6t0qxlp9cGhcRpU91e0NEtD1sbHmoe6+Dd3gTCcf6hYG1rQ2JTXWJrg75mIjoeZ+7ZwWh8brlWwg1UxjH+vjT3o8raV6hQ4eHhOc95DoQQB/z6+te/vuZ+n/zkJ/GMZzwDExMTmJmZwQtf+EJcd91193uu6667Di984QsxMzODiYkJPOMZz8A//uM/HozLesxj3TL4z3ve8/C3f/u3+J//83/ijW9845rb/O///b9xxx134HWve916nbZChUMSLMlJlDbdZm2RrCVc9w0UpkKBuZp0GlHpohuplem4BJUlNwAQJxmklGhFniG+LM1hopsqFI216P3ZiAjnYTWJpi9MJ9RxksfuNkyG+5lGs7BxbAUC+3oJpsIIs5EwHvfzIzrJ1kZZ7650uciWi3e5BwBntd0ggbXxpA2HKbYFyrr9OKfXubCZj8/zyR1ox/sJuLInJVafPy1IOcOtH7D32a4gcODEmvhUaTPPiWPhaWFXJHi8gYTpeMxjDIptXe38eMZeCgrYSPqkSx2F3e3HURH7ChUe+xA4OC46633El73sZaV+Poy1bL7f8pa34IMf/CDq9Tqe97znYTQa4Vvf+ha++c1v4vOf/zxe8pKXrNrniiuuwMtf/nIopXDGGWdgw4YNuOqqq3DBBRfgJz/5CS677LJ1vqLHNoQ+kHXLg8TOnTvx1Kc+Fb1eDy960Yvwx3/8xzj66KMhhMDtt9+Ov//7v8dXv/pVtFot3HzzzTjiiCPW47QV1hEnnngiAOCWW255lEfy+Ecv1SVSzQQZIKLbzzT2DJXJPs9G0mR/mcyz5zo1mtKGmCZKo5NoLCd0zEGqEDlNopq+MEWtvVQb+YfV5lMA0Q4k+pnG9qY0bj4AkeVB0Qirl2rMj+i7K9GZqPnmfJ4AtjQklIaRGnEA4mbNgXIH2lStzvq7haJpMWbXi573Z8kKa/uZ+DNhXogVQmn3dW0gx11w3MCg7RQac5bdtZpMlS1wdu9pKClQagfCSGxqHrkcLcQKCzFJjShg0uYZ4S6/nhClQInnkO8hzwMHb26PBS4EduVFbibfdV8iSVg5AHADsQoVKhwYj8Zn6Iknnoh7OzHOfe+X1/3Y//L2F2PrVPSwr+c5z3kOvvvd7+LOO+98QNzv3/7t33D22WdjdnYW119/PY455hgAwPXXX4/nPOc5qNfruPPOOzE9PW32WVpawpFHHonl5WVcfvnlpsHo3r17cfrpp+P222/Hv/3bv+Gss856WNdyKGHdMvjbt2/HV77yFZx33nn4yle+gq9+9aul97XW2LBhAz73uc9V5L7CEx6twrEFqpxNBohssqd9qtgXX6ObWh24cghlIAEogZpH73dTK9UJJNAKZalIFiDymxQkuJcqIoaRHRvLPlxJieuiQ0GGAGAlPu1AoulTPpmJOO8TFkSVr6vhFzr8guwGkrL7TCxZm09jZXkNANhCYLavzHPXRpPeTxT5+XNQ4cpXaH+SPVGwY88JlIMMXglglxzXOYgz/+y/X/NEyW2IC5g9YesZ7LzZ82xpSKcLrn1/KqRraAfSWpYCpZWYhk+1FA1fFNKg8kqDW2zrXiN73rtE3hZv23mqyH2FCocGDoaLzqOFv/7rvwYAvP3tbzfkHgCe9axn4eKLL8aHPvQhfPzjH8ef/umfmvc++tGPYnl5GS9+8YsNuQeAjRs34gMf+ABe+tKX4rLLLqsI/kPFGWecgdtuuw1///d/j6uuugo7d+4EQOT/d37nd3DRRReVIq4KFZ7ImKtJ/KqXo1tIdJhHdRLWQwP3raQ4ZopIs0tSPWElJK53PEBkuh0AfaGBjIszRUlCkhTZfnd//j7IgJnIkvFg7IODVx54FcITlBGPM41WkbXPhfVOZz/7xNGk1zxh9OWc0Z6NrESHJTWposDGzZID1lqzn9nMdK61Ia79TGNnXzlaftbj22tli1F3FcU9hzuv1rXIHoMDm3Bsftxgje07PeF2GraBROTBWJzeW8ix3Gt0j51rIvwcdJmOxEXwwSsV4+fnOg4X4xIdF2VXoscPaahQ4XELAciD8bf6KPz5j0YjXHXVVQCA8847b9X75513Hj70oQ/hq1/9aongX3nllQfc59xzz0WtVsO3v/1tjEYj1Gq1gzT6xxbWleADwNTUFC699FJceuml633oChUedziqsD780f7MkXOg6GSrsanpo5OowqqQ9slTm7GeCsnOkrXeAJFOzs5HntXIuxl4DiB6KUl4GoE0ZJJdb7jp07iMhkmpFKz3pw0ahaQHoOCFfN+pyRM75JS04Y6uX+mydn2QWXkOO/AMHBlNIFEi883CNYeDkn6msTjM0Sqih1TpNclvrlFa2mAnG7peCoxS2J4BnrA+91xMywEUF0DzHLB0hoIJURB29z4Jp1CZ7uVCrJ3i4HKzL6XL+nu+V56wqyHcUThlK02/3JzrQISdZTk1j+ZxvOdBhQoVKjxcfOxjH8PCwgKklDj22GPx+7//+9ixY0dpm3//939HHMeYm5vDtm3bVh3j6U9/OgDgpz/9ael1/p3fdxGGIZ7ylKfgxhtvxK233oqTTjppvS7pMY11J/gVKlR48EhVOZPM2NPPMFP3DHEFbFOomgd0EvrOBBJwCJ8gwsvZbia3gYQp7A0kFWe5vC+UQDdVaPhlMukGECxfYULI52UCSrIj6wTDzj0sM3K17LyK4Ba1sm6cfedZGmPda+y4WFrCBb90fiDLcsy06V/cVCFT4uN3U2WcYmyxMN2DspyHLTZpPpmwAwX51nY7druxdQAaeXEvWH4jhVtkS/M0yIjk88oLjzH0yw42TZ9WYyInSCqvauhiGxukcADCQcm4kw5fj5vRr8h9hQqHFgQOjSLb9773vaXf3/rWt+Id73gH3vGOd5jX7rnnHgBYk9wDQLPZxNTUFJaWltDr9dBqtdDtdtHpdO53v23btuHGG2/EPffcUxH8ChUqPHK4d6BKenUmzUmSoefLwuaSWC1JSQRGHtAOAHJbsfISLn513WdcHTg79uRaY38/JZedum+I31QoS370tI915mFiymSb+WJnlCPwbSFvojQaEEUTLYXDxrz8ubjXvWYew1orB/Qza8ht8SnLZ9ysfqo0NrdDTIVULMzkmsG9A1RRi8ASonHJE2fO6byipMHPtYan6aDcoKufaRMgcECyqS7MaofrdMMORtwhlh2B+Fiu/McUEyt3FcL2EOBteNxuDQetPlAvg3FNPQdGdN+FremoUKFCBVATUy4eHscDLb4944wzcNFFF+G0007D5s2bsXPnTnzhC1/Ae9/7Xrzzne9Eu93Gm970JgDAysoKAOqZdCA0m010Oh2srKyg1WqZfe5vP+7T5G77eEdF8CtUeJTxnT1pSWs9P1KG+Pq+RJxkUEqjM6L3PSkwGUlDNNk/3c3m1jyBxVgbqc38SJnsOstIlvoJ/KJL6kJsm2mNy3nGVwCYBHMzLtKZC3hSmExwrlFo8ImotwNpXIFozKKUSebi0DL5tBnodiABaAQoF+2SPIgCnFAK0611MRaYqwnTPZedf8oONNYZiOU1gJ1HDh7c4lZXJuTKiqgOoVzAyoW3nUSjFdhsOQcpPI9kESqNredMJMyYuAiY72/goySlImmNDdp4xYOvSwqg5cnS8VywSw+ANe0zK1SocChAwDsYja7WKYf/53/+56Xfjz32WPz3//7fceqpp+L5z38+3vWud+GP//iPUa/XwcaO4n6abI2bPz4QM8h1Mow8pFAR/AoVHkX8aH9Gfve9BNva5CHPGvrOSoJcacRJBk8K1Iu6ICUFeoXF4+JIYduEV0hmbLEpS164YLcVCHQLhs4E1fc9k3GfKzzvAYyRe9aTry463TNUlLEuigNakWfILTesSotMfS9XGOU2O9xNNdqBwL6RKuQzpJVx92+GArkWxi6zpleT01wzaRXoZ8pkv1uBwExEmftWIEzNAMNm5oHlRCPyrHOPyZBLOrbS7PAjS05A1FyLpDnsXNR3gohc286voaTr6GfWO5/P00kUAinM/LsddkvkfkxKBVDWnfX37ICTa3sPXSkVB40uPEG2npvqsiL3FSpUWIWjjz76oNl+Pu95z8Opp56KG2+8ETfccAPOOusstFotAEC/3z/gfoPBAACMpz7vw++12+1fu88TARXBr1DhUcB1+1JDvlIFbGuH6BRE2RMC3UEK35e4795lzM02oJTGcJQCcLSWoY9WKI2TjSutmB+pwu7S1a3Tfssx+eJnWQ5PCswUmXtXCuM2WCI/e22KfLkxFmfnO90hAl8i8Otmf85Ws+wkKLLrHISwJGY2soFF4NsMPI8nkPZY451aSXZjC1LnahK9NDfn9wQ3wyIizrIcAKYol8lwrrVx9nFtMwPfHhuwKwf0MwUJXac+wh0j9wHopRpToX2dM/18z6ZCWapvYBLPsh6WzrjuPfa4lpSz7Mrdhpum8TyOY5TrkhVqhQoVDj0IcZA0+I9AzH/MMcfgxhtvxO7duwHAFN3u2rVrze37/T46nQ6mpqYMsW+325icnMTy8jJ27dqFE044YdV+fLzxot7HMyqCX6HCI4x/3ZUYvThnXFOlsdCNAQCz7QiqyNxPNEIMhxlypcwSbBR55v04AQLfQyuUpU6ow1EKpXxEBXlW7NcIIPIFBonCcJSiXgsMsfUEE08JKazsgwuAbTafMtWJ0ujFORq1AN1ejE3TAr3C87FW9+EJIq9SUK2Aa9XIxB+wgYkreXGlJAsxZflZ1w+Qi4+b0aaCV43jJr3i+FZe05AAIEwABZTlMTQOgVwQEeaAqBUI0yiqn2nM1USpYzBA2/K8zI9UqREXw3bXFUVzLjtmJulsuWkDKg5u6PsgK/vxAxzElFdbSKajbFFtYGs2xsc9Ps8VKlSo8EhjaWkJgM2sH3fccYiiCPPz89i1a9eqotmbbroJAPC0pz2t9PpJJ52Ea665BjfddNMqgp+mKX72s58hiiIcd9xxB+tSHnOoUjcVKjxC+OrOBF/dmZQKG0c5kdVRDvT7Cfr9xGTPF5eGWBkkWBkkAAA/kPALNhwnmcnox0mGXqLMVz/TqNcCrAwSdFYomEizHINUYZCSX30jlJiZamA2kkgVedBvqlO3XG60Rb7y5EPPWnsm4YsxFeguLg2w0k8wM11HL84x1/Aw1/AwFQpjlcka+EBSg6uGb38HiGzHuX2NO7Ry5nlTXTqdbzkjT1IkLihmEhtKYfT9rUCU5EZh4TTEc8/j4WDDZtSFsYxkjfpsJAupjjLuNaPcjodjKybqJLPSJvM+yul3Lqzle9wK6FqaxbXPFrIiJvYsr5mJhJmTTkJf3AeAwW5CTWcem74wtRfuCk3TFxW5r1DhcQQpxbp/HWzMz8/j2muvBWDtLev1Op773OcCAL7whS+s2odf+w//4T+UXj/33HMPuM+VV16J0WiEs88++wnjgQ+sI8F///vfb5ZYKlSosBpMkFni0kkURrkuHGWAditCuxWhuxKj24sRhh72L5IOMcsU9i/0sX+BfldKI/A9xEmO4ShFnGRIs7z4UoiTDO2JCL4vMUgUpFOAlWa50Xc3fPK1J/90VxaDoputMK457nUAwIZmgMM3tTDRDDFZD7Cp6RvyyvKgQKLQwgtzTpaS1DwinxwMcLFpu/Dknwrlqgw1f/F5XF97rj3INUtzyuN1P6/YoYbHEzoBBIOJNm8TSGBrQyJR5aZd/UybZmXsfe/KYbioOVXlxlW0aiJK54iKwuFA8v2xVpnLibU25YCn5rndabXJ6vMxOChw759L9CtUqFDhYOKGG27A1VdfvarI9a677sJLXvIS9Pt9/N7v/V4pU/+Wt7wFANlq/vKXvzSvX3/99fi7v/s7tNttvOY1rykd76KLLkK73caXv/xlfPGLXzSv79u3z/Rl4uM+UbBuEp23v/3tePe7341zzz0Xr33ta3HOOefcbxV0hQpPNLA+2mZ2iTwPUoVcaeydt/ZdUgoMRynC0EOcZMgygdZEBABIUwXpCQxGKQJfwvc9pJkyBbNK5ZBSQCmNKPQxHKXwfc9kZKKQiPhUKExxK5NvgEhq6FttuycE+pkZGho+EehRrrFnaYAo9M3vkyEXilKRq828o0Rwx4lu4MP40rtgh55cFwWwmdWvL8ba+Ng3fMqSN/k/mhSAU0fAdpS2myw3sgIggX5G2XOSItnzUzacSHajGBxnvlOlTWHrclIERqKs83elQKmiOgaW7PRSjUYxXibtRM7tnNF3uv7JkIqFx2tlOXNvLtuqsQzp5zFVTjkVKjw+8Uhk3B8K/v3f/x0XXnghNm/ejGOPPRabNm3Crl278OMf/xij0QgnnngiPvKRj5T2+Z3f+R286U1vwt/8zd/g5JNPxu/+7u8iSRJ861vfglIKn/nMZzAzM1PaZ2ZmBh//+Mdx/vnn47zzzsOZZ56JDRs24Nvf/jY6nQ4uueQSnH322Y/kpT/qWDeC/653vQuf+MQn8OUvfxlf+cpXsGXLFrzmNa/BH/3RHz2hihoqVHggGI5SpL4HpSi7niQZZqapSLXbi9FdidFbiZErhSxTaDZC0tGDMvABPEiPSLxSOXzfM+/7vkQU0p92IIFaMyzpr119PRN7V6M9G7HWXBj/+3YgjByEs8i5BtoTtNw5yjVmImH049TAiV7jrLjnrSbwPB6gTFTdDDj71adKG5ccdqxhuVPTJxkLk9+aZ4l0IAV6Rao/MAEG+dqz7eWmurXM5FNPhRK51oUNqSX1Jd2/YD0/j80WrfI88ftSlItlp0KBQUa2mLyiwMcDqNHVKNfwiiCr6ZcbfHERM6+GMNxia35dCioqrmQ5FSo8/iAKm+KDcdyHi9/6rd/C61//evzgBz/Az3/+c3z/+99Hs9nEySefjJe//OV4/etfj3q9vmq///E//gdOPvlk/K//9b/wrW99C0EQ4Oyzz8bb3/52nH766Wue62UvexmuueYavPe978UNN9yAJElw/PHH4w1veAMuvPDCh30thxqEXkdzUK01vvGNb+CjH/0ovvrVryJNqYnO8573PLz2ta/F7/3e78HzvF9/oAqPCriZxcGyxHqi4/N3URFtL7WOOEzKB6MUcUxp8nv3dOH7EklCkpso9BGFHpoNyuBHoYfA9+AHEl6hlQx8D2lGqedmI0KSZDisHRltuTeWWZYCOKwmjYSD5DA0TiabTJ6nQiL3TPAHhSSFfOWZlGrM1SS2UkUrJkNRCiLGP3vGGy4dCOyDP8o1lhM7hvkRae8XYmWOz3IfgMacKGCuVjgHJVSgygGEK+0BrKbeJdBS0DywpSfPFQcsXGzcSRR29pW51si47AizsrCcUE0A6/sBkvm0A2GcfNzGVu4YeB5oH5oHwFphcuaft19rWrnLLsuBKlSosP54ND5DTzzxROzppXjlh76+7sf+zCUvwKZWUHGCQxTr6qIjhMALXvACvOAFL8D8/Dz+4R/+AR/72Mfw9a9/Hd/4xjcwNzeHCy+8EK95zWvwpCc9aT1PXaHCYxrX7k0NIRvlGrEUiJMcWUHKVa6RZcQ6m43QyHUWu0vYPLeheJ2OFSc56vWgRO59X6JeI4/JRiCByCuKSIUpjHULTrkQ0xOiKIQtk3DKDBNBZTJsO+USuV2OlVkW3lSXpewwFbuiaN4kVhH6X0cyeftcW719N9XGg/7eQY7uIMXKIMGiFLTCoQNIQQEGOffYzqyt4mf3WrqFvSg3iKK6gdWrCJ4gYs2rHXwM0tXbngODVAGQJtsvi6AhlDZLX86uF9Kc4hzj92CtOUmcjsKdRJumWPZ8rMMv78vypIrcV6jw+IQ8KI2uKhzKOGhPxNzcHC699FLceuut+M53voPzzz8f+/btwwc+8AEcd9xxOPvss3HFFVccrNNXqPCYwb8v56ZQkr3Zo9CHJ4XpJEtSG/pa7AzgSYHeygjtRhtxnBvyDgDticjsG4U+wtDHRI0sMSOfijanQnKQcZsltQNhvnJNBNGVhnhj2V8u4OTi1V5BsNl3HwDSTEEpyo5zUWijyKiT+4tEJ1FFR1dlvhhceDzIaEWAfw+lDUxSRe+Nco37Bgr3DRQWujH2zq9gcWmAXbu7WFwaYv9KgsVYYTFWGBRFw67zz0Jsz0vEWxT6dq4psPen6Zc77QJwJEraSHXYBWlgehjAFPoycu0GC7YAll19XFLPx3XvBXe45RUCnmNqcmW3WaOPVak5WXB/0UOFChUqVHhc4aD74N9555345je/aayQtNbYsmULrr76anznO9/Bqaeeissvv3yV12mFCo8XPHnSw82LVl5CBE8jDH0kSYYMQK5sNnyqXcev7l7AVLsO6XGWXqJdFNmyD34UEsEnBxZ7PpJ7WBcbTwCtQJrst2sJyUWg4w4zbudXbgjFDZ1GuTYyIykFpiZCU+i6Fpjcsj6fwYSUpSPjyLUlraOcimp7BZHevbeL7kqMLFOo13x0V0borozQbsyZY07xtRUBBF8Hn5slOEzKax5K3V7Zhabpk0xnNipLldidpp9ptCKPiqUdks1zojTLoESRgecCZmEkP+xxP07CmegPMltQzJCCgjS22gSsxIeDGW6itVZWv0KFCo8fPFaLbCs8ejgoGfw0TfG5z30Ov/u7v4tjjjkG73//+zEcDvGmN70JP//5z7Fr1y5873vfwznnnIMf/ehHeOMb33gwhlGhwmMGNU8YX3bTYVUKUxAbRZYdSynQmqihXqcGUnMzTdRrAYJAIghIijPVrkNKaY7Z8ClbPlN0hm0Xem/O+ALW352z0y7BHs9Wu82nACLX/LUcKyx2BhiMUqQZ+e5zcej4KsA43Ew9+9h7wmrqE0Vfrm0nO950EnIa2ju/gsXOEItLA3R7I9xz7zJ27+1BKY3OCnn/DzKgkyjctZJjMdZFECEMKe+m2thXckOsXmF1yV75pK/XRp5D21In2oWYjuFaULZCuh9sr8kBCnvf55pWURi2WFebe3R/zw6vkDBCaX3+ee74nk2F0gRUlS1mhQoVKjzxsK4Z/F/84hf46Ec/ik996lNYWFiA1hrPfOYzcfHFF+P8888vNRg47bTTcOWVV+KZz3wmrr766vUcRoUKjyncN1CG1ANEwLopgJpEPxPoDlJEoW+KbNsTEfYv9BEnGTbOTSDNFKbaAZqNEADZXLYCknhEnpWVcPZ3vKjV0wBg9etM+GglwTZTGieCTEo7CRF47lKrlILvexj0RmgUnXDZBtPNkJMtqLXfdLPPrK0HKGvO2X9XI+8GHZw156Zfg2FKTkS6BwDorkyiXg8wKIqXExWhn1k7z36mje4eoOvlnwHrFtRLtZm7gQkKgEGm0HKchPj9TqLR6Q6xabph5ERN33ailQKm2JfvT1kGxcHWAys6Hq9l4B9bgTAFyUq77jmV7r5Chcc7hMBBctFZ90NWeASxbgT/2c9+Nq677jpordFut3HxxRfj4osvxlOf+tT73e/EE0/Ej370o/UaRoUKjznIMQJN2V3rboNGgEGioBSx2+HQEnspBdoTEaLIw2SddPhNXxhSHEhhCmaZyKWqnBHuJLqUWU8VHI25MNIP/nxwSax1rbHjowz6AL7vYXqyjqV+gpkoQiAVWgFpbRJFxbVecexOQgSZ50AWme1BRplnrgMYFFEAdZgVRRErBQN7lgamKHmxMwDCeTPOOPMxHEbo9ykA2LMcozZTMwWyaXFcdqCJPXtvRjmd3601AChDPhNZH3tuTLY4onlIM2oyVq8F6MU5WpGHQFq3IikEApDtKMtw6Dx0bn4GxiVWBwJvy3aefL95fHuGCoEE5mrS9FwARKmwt0KFChUqPDGwbgT/+9//Pk455RS87nWvwyte8Qo0Go0HtN9FF12EM844Y72GUaHCYw6b6hJ3reSlJkucze+lqvhZIsvozzEuMuXDUQqlNLZsbKE9UTNErZ9pbGlw51d2Z7EkselLoytPlZWmMOmXgqQ2WxoSe4YKczUJwEp2OLsdSqsfXxzm2L2XsuXUKZc65g5GKWanGohz60YDoCgitc29OPvtZvPJG95aeI5yK2EhQxpt5C39TENKifmisy+8Pn3JogNX3jAFvwxqcEUa9UFGRJ/JdXfMJ7PmCSwOcwS+pOABwJbZppEQ7V1Ji87BGeKEzjm/MEC95iPNFNoTEQapQNP3nAZVMNcS+HyvbODFqydS22CmV9iSurg/B6K1goXF2HXX0QhQpeEqVHi8o9LgVxjHuhH8H/7whzj11FMf9H7Petaz8KxnPWu9hlGhwmMSR0zYFO2vejn6GUlCZiJZOMTYf9D1eoBWFqE1EcGTpLlPsxxejRj+pqY0shh2yHGLKE3GVgG54C6qMFnshZi827c0JLY3pSH2TD45I5woygr3Uo0sy408BoAp8B0OUwxrKfIaFfHysUJJQYwr+2FnHD5HqsodXl1ZTiCtiw2PJ8tyDIdpMdhFIFwsDtYEwnl0+oCUswAou54qahbVSTT29RIopY2EJ0sV0ow6/npSQkpRdAxWCEO6V3fv6aG7EqM9EaE/SEyfAQ4yhsMMUeRh82FtZKlCuxVhj9KYa3jmGpqSJEqhtKsFPM/ccZZXL7jQl8HEnv35xyVUHDxxsMR6/GZo5242qtL3FSo83iEgDopNpqiSA4c01o3gPxRyX6HCExFHtTz8sktkkeU0JOMhCc7urkYU+VhcGmBmugEpBba1Q8wWWVnWzjNxdLX0/H6uKYBIFAryqEsEcSqUxhd+XMLB+7I3fD8j+86g0JZzJr9eD+AXDbb6mcbMmPa7l+qSdAiwkh9eGSBJC/3eS7Xj1U/vpYWmvJNoxHFuGoQhyAEVAX6XMvnZJOr6GHOeoLAf7Wcag1RhZZAgjjP0iyBlZZAgCn1zXWmmEIUe4iRHkNB1+r6HLMsxv9hHbyXG/EIf7YnIBDpR6KPZCNFdGVHBdDGRwYT9t8pzziR9vEOvLDL3bDPqwroPlV9nYt8vGo3lTq9CWUiSKmJfoUKFCk9sHHSbzAoVKqxGIGG6xHIzJMPv2iE6hVPO7Xfux+xUo6SRp8w4WUt6gqQ5bPnI8IQoZdQ9ITDS1sedZTupshptNyPM3zkIWFoeGtLMUIqsMllStBgrI7Gx9QDjzZ14lUAbdxx2s+Gx8XhRuOmwO8/KIDH9AFKdAcEihIyhszYAmCy8nQOaF8rSCyRJbrJcnhTG5jPwJSYaIeIkM98ZC50B5maakFJgbrZpOgvT9St4UmBmioKwuZmm6UjL5+dmVnxv+5k28iyuT6h5wgQ8a/nvu8TfLVQOC70/v8ZzPVeryH2FCk8oHKQi2yqBf2ijIvgVKjwKGOXW+YQbJjFIwqHQlxJHHT6DjQ3P2CTS+0CjkLs0/dXkPikIPGfDpdAYZK4to22eNBUSyXeTx5wZTooC116cI/A93LunC4Az90SKldKoF8W/uS4X6M7VKDvdTTXmagJxbsn+qNDs7xmqYl/bsRYggu8VAUxfKdLCS4HuqCisbQwAkUOrCCLaAz04GkppxEmxMlLIaTwBxElG1qMtW4TbnqghDD0z/sCXiOMcQSBNwCKlQBR6CHwP7YkahqMUubOSwdalrYkaAl8WNqSy1DHYRa5RqktIlYAU2tw/DrpcQu/KlPje2ICM5ovdftjzv0KFChUqVKgIfoUKjwKePOlhfqQKr3cmaNbT3BMStVQjzjzMRlScyVIN1tu7tous7wYKj/2CoEceAAg0fEu+2TGGvd09IZALmz0PpDCe8IMMSJIMw1FqbDrjJEOjFqA9UcPMdB2T9cBkrl3yOT9SRi4yPyoy144NZlIUwJKXfGGz6XDjRNHc9FKNONPIlQaKbD3yBmXwvQGgPUD7CHyJqNDPu6sNM40A/dDHcJQaci6lNH0IOKs/1ZalIt1caSilIKVEfxBjarKGei0wGfhG0fF2KrQNsUa5lcfsGylMhdbRxvX05zmYiTi40kVjrNUZfK5B6Kaq6H5bOAHlMA3IuqnGyTPVv/MKFZ6oqIpsK4yj+kSoUOFRwlxNYiFW///2zjxOivLc97+q6qreZnqGWWCGAQYZVBSFiEuUgLgGERVRRElEXJMYt6gnmpt7c9xOruaouEVPzo3G7USviQvGJVdDVNSDetw9EtyQVVmGmWlmpnu6u5bn/vHWW1U93QMDzDDb8/18+sNMrW9V0z2/96nn+T0oNxS3wZK0iFS8Jk9ht4tqQgc0xU0vccW9TLUB4Ebzg+4q5HVJtYncyLFYJ0W/3E/61QeLP3VV5L3bJIR1Y3MKjU2iuHRYWRR6SIOqKqiKC3EvHWKC4lVGo1MWecJUWlDGQqJ+QCIi04p3DXJMpuNajDqE1vaMJ9BNNevtS3YcgBDteQKdAN39WVcBxwh5fwQdh6Cqiif0VbeOIW0RYt7AFGQtBeGQgpgRhaEqXl2CPKauwnu6YhOhIpD7XhNV0ZwVdqbyyUTQ/193l8vCWv8JjT9xk09bZCpP2vL3z9ii4VbQ359hGIZhABb4DNOnyLzpXECYRjQ/ZacupiHnCPErMzdU19NeDzTOAoQgB4Rzik2ErA2U6v4+UjwL4S/PJaL9Yix+/rsUlF9vE7aQ0YiOmMx/t2yUJyIYUV2CbVkHdbEQIppbKOwdSxxfTlQcV7DHAvnnGRueTaZ03PHz18XxZIfc5pY0wkYIJpLefVLULKBmRVRfEXnzUsCrnq+94h1DROT9+ywKbH2xns45KA1r3iQlaxFiuurdq5jbbyBYC1FuqF6uvfD9D0TRVPL8/NOB88r9Zd69jOR3Rkz+VE/YN2cpr2NtxhapVxENOKpGL9ifYZihgYLeieDzM4GBDQt8hulDaqIqkjlCPBR0XCGvO+3XbTZsAupivjA0HeRFvwF/nSRjA2WGFOpAxlagKX6KTrDDqXDN8SP4UpzLlJ6ODhNt7VmYllhRW1kqxLEK1MQ1zwGmc0TeJsVLxZGNniTSOch0vemlW4+sJeh8PbpU/jJyTyGQHRN/gBQLyA5HdFjIE/COI9J6ANlISoHjKJDlszJ6L38GgJgr1qVINwwFzWkTI0p06G7Ng64qeQ410iXIdPz0Gn8iJd5DsU4Kev8ph5x0ySc2gJgEBVOpRCG0aLJluilLciInC3inDmdxzzAMw+TDAp9h+gEFglZVABDqS0Sah2xkBAhBGXRPkcJSpo4EI/S2F913POEoGk4FU0GKFdn63vOt7VnPMx4QDbj2Gj0MCV3NS8/JH794NWZEI69kjvJsImU31uBu5YEZgkxPAVw7SemQI3PwY6sBxRb59wBAohhWuuzYjkgtiodU796pquJNAOS1mJaNkkgo7x7IMWkKUBUPivt8y0qRKiW2l/OPYJpU0BEnbQmRHwsB7rQEhqogrPn7mg6QchzvfU07/uRIFmPrqoKGUv8+jY6zYw7DDHmUXsrB5xD+gIYFPsP0IY0Zp0AcC5FIcEhBPCSEoBCLYr2u+tFdabEoLS0BERWXEXpNEYWrpboSSOFRvMJNwC/Q7dwhVYrTsBFC2AhBVW3vd9W1aIxoKnKBCLUUq1IUa4rqRrD9yYVETlQMVfGsMCXBmgF5XY5DfgTfiUAJtYIo5Pnhm5aNkJujX5kIe9djqAo2pSyUhjXALRSWOfi6qnriXrrZeGMMaGeRZ4+8OgFZ4yDvvxHoHQDIYmk/T98msb28R/I9S1vk2YUGkRMTx21iJVONuvLHZxiGYRgJC3yG6QMytsipFsKvcL1I7SBEFLE+mSPUxYSgS+Ycz/9eisCIpqApK5Rw2oLbJdcX8ZmARWVzllAdUb1c7hhkkahYrylCqGZs4T3fnEyjPeV3sVUTCkIhDZVhId6HR/yuup2tOIUY9f31g37wcpJhqr6jTzC9BRCCts0UTa5SqVwgRUcT/veKu2HHWJTUGJ57jrg/Qkw7BNTEQ+71umlJqv/kQtqKAvnR+IxNKDeE/aWcVMmxA77AlsW8Mj1H3vOIpngiX74vsRDBdPOEpGA3HbiTAvLeV7leHkc+0eicmsUwDKNAdOTujeMyAxcW+AzTB2zqcFAdUfOitsHiS0AIyGCkXQpLIfTyI+5SkEuEI4wQjqZDebnlGdvxziPTe+TPchwpS/rfqzAtG83JNGpHlAIASmIGauKhvJQV6eqjaX4RrfB1d6CrovA3Ywfzx5W8QlxhKek/pfCj98INyHFI1ABowslHCW8EWQkoWgqUGo94zBBPFtzzy4mCOA+599avE8gF7DojmurVA5gOedekKaqbIpNvTSqLkVOu/3ywjqDz2P3Jktgml8vvOCzTlnQVKNXUvImEnCDpKjyXpc7dcBmGYQC2yWQKYYHPMH3A9rqNyu9p2RjKdIBv0k6eT31N1LWLdAgmxHayi2wyR276B3nR4JRF3gRhZEz1jis75KqKP5EQRbwKLMtGc0sHHIdQO6IUiZJI3jg1Jd/+UTrpAP6xZJGp4xbyyvGYDiHjdrMVkwsxblkILPPxGzNC3NuOg46MCUBYYlJuOKClxL+kAQpQnogiURL2xleqC0Evo+RhLZiW5P8x1FVxr6VzT9AutNxQYLgORnKCJAV2m+nbfkoXnDbTb0TVlPXdbmSBbEJXEQv59wbwJ1Yy3UoW4Qb7CohiXhb3DMMwTPdggc8wfYC0x5RIv3pAiE1ACNK0m84R0YD1KaGmx5ZoSLg52cEOto67v3SkiWj55/HFtd8cS9pYihx9xxuLFK7ZnIX2VA6W5aDEzV9PlIZd8elHmsNafqpRU1YUi/qe8Yo7CRDrU5b/hCGZc5CxRaRaiuj1KRsVYSGGW9sz2NqcQiikIittcBTLL7AFUDksBkA0tZL3QF5/uaEimXPy0pDMwKOTYFoM4KfByAmLFPcylUc+hSjVpfAHvk07iIX838X74Yt1MdlQ8joMS2QH22BxtFzeeTuGYZgCFHhPL3v6uMzAhQU+w+whgjaRuip+N9yUj2ChbTggNiOaiGInc4S0J8CFN34s4BAD5DvSaIqIJsdDQkwHO6BKVxtdBUyQNwkIOtw0dtgwLQfxmIFhZVEYhobyRBSAiJRL4SsLTx3X5lFeYqkulqUs8uwlg1HwhC72FXnp+alGcv+0+9QhbIivqVS2BdAzYkMnDISyQuTbcc/lx28WBVdQi+uR1yzTbzK2f71GwNteWogG72OwqViwoZjo9kueDaehioZTcr0Q8op3b4POQOK9VfLy7OWEgIU8wzAMs7uwwGeYPYTML49oQhxKEewLOl/YpS0hwG3yG1tZljhAuRH2mh9JcSyEvhS3IvUlY0u7SZFKEiyila4uGVukxwQnH40Z0eApG1KRSucQjYTyusTGdBXxkN+ISp4/ONmwSVyjL2zJuxaJiJwT2kwxqTGdfJvJjDvu9nROeNZTCNDcIls1K0Q+AJgVKIkZ3pMFcY9FxL3cUGG4Tw9iIT/v3+8e6xfbyvscHJ9c5ijifmds8vL3pdOPTbJzsILhETXPSSj/KY1oBCbvdbC4N+267+gcMmMYZidRAGjc6IrpBAt8htkDyAJJide3KZD7Htw2mJ6zqUMoyv2qInn7iAmA6GYabFwlI8WaArSawoc+mJ4iz58x/Y6ywdQSkSoDDIsb2BzRUVoShh7SEHYfLVRHZOTb92eX1yBTe+QxZE66PLZMjZECHFBQZojlccMfo7y+eEhBs6qI/HvpoAMAdlz8biYANYt4LOzaXvrXUO5aZmoKoJIC0/LfA/nUIRi5l09U5FOEeAieqFcVGfXPv4ZYSNhmxkMKytx8fW+IlP/Gyk69wScWwWtlGIZhmJ6CBT7D7AGCDjfBYkkpKoMIMS6EcXOWkHbdWqStZZtJXg4+IKLfWdtvHhXWRHTZcUW9aFzlR44rwyq2ZHwnnZxTKERVRQjRsaOHoSNjYljc8PbXFMV7AgAoXnRerEPguJ3rDPILVHUVgCviZcQ/HngiIY/d1NIh/O3tGGCJIltE1wNOBKAQokaJF72S+4uovf/7qjYbY+IqWt0JiIzqyw60puMXx0phnsyJaL208KyJqjBUYLhbayzXleq+jWbwrVQVJVDU61tpBt9nSXOWkHMcjC0JzAIZhmG6g8KNrphCWOAzzB6g3PCLMwHfAjEo7qX4k97t36ZF99k2U6SXNJRq3nrAT4GRy/JtMoUvvrRwNBEUz34BbrBDajCC75DietkriGiiuFaKz+qI4jntyKcJMlXF9933r0U+PQgW/MootkZ+qktQIAvnGzHO6soYtjanAKMRiK0RG9hxkaKjZtGR6YDtiFx9eY8rwr6Fp+nAu3flhn/v5Piasw5URQj6hO5H8KsjKlIZ0XNgQpmGiKagOet49zwW8p1ugn76nUV8V6I++L5XhBW0mQWrGIZhGGaXYIHPML2MLGiN5BXPCqGnKn7kXS6Tolw2QqqO+M2WABHtHRnzJwemA6QD+dyi26nfvTZj+445AJAL+OlLoVuq+zab8glCyiJUhlWvXkCm5gAIOMYocNxtg+K11RQFrZrbqEsW5HrzGUecX4piVfFz9QF5Pf6YZYda5KrdG7gBsBJArgIVZQlEIyGU6gpGxlT3GsRmuirch8aWiKZcKUsuV9CYcbzofHVERUKXFqS+8893KkLetQLiveic6uSQ/0Qg+D4ChR2CO5PMOUjoKmyiAncdhmGY7qGIOqVeOC4zcGGBzzC9TDAHvTPSYQbwxW3GFj83ZhxXzKt5xbg10fz8cdPJF5EO+ZH5eEgI2WAX2VJd2GCmLZHrLzuujo77fyAiigJdFY2qKsJ+syW5vywQFlF+eG5AcsKQ0P0xiicE+dctc/5F7rsQ5KLbrpxk+A48qqqKLrYAEGoV/9oxIfDVjEghKovmiWlZcJy1gbqY6t1TWc+Q0PNFu0OiP0DaAka4Al82/wo63NjkTx7kdQP5NRCSHYl7wPf7l247DMMwOwsX2TLFYIHPML1Im0lejnswwi7FnBSBwfSWiAZs6hDLR0QVVEeEa43UijLyrAeixjnH72Qb0XyBL1NdpFOMPKcch9y/OuL7s8uizzXtjpfKI7YRg5ZiP6IBGVNE2ltNysuxDzrEyELehB4s9CVvgiAbPwk3H/GzfLqQsgjZnAXbIdf7PvCVpaUBswyJMuGmU274nYFNR6Q1fdBkYe+E5ub8K17ajiyQlalT1RHFS6dJuG9O8O+lfA+DLj+6St42nS0wg+93sXVBggXODMMwDNMTsMBnmF4kFxDXeT74EGIyFvILMSUZ2++SWhNVkdCFGJX710RVbOpwhChVfOvHoHAXOeH++ZuyDgBfoOuq7OwqhK1MxQFEV1aHhOhPW6K4NzjBkPvLpwrJHOWlqAB+ZDttEZxAcydfyLrWlER5UfCg205FWMGmDsAyHWHRSSEh8iVOGLASiLsNuKR4B+A52sgutqIpld8BWI7VUBWvCRWQnzMf9K6XtqTBiUswpUor4nMv35N4qGv1zsKeYZjdhotsmSKwwGeYXuLrNlsIeIVgK/npHIBIHxGpKfmNrtanbCRzwuGlJqp6OeBSKOYckTMuBaUU8XK96Qj3FynYMzYhlc7BcUSX1xExDSr546kMizz0RCAHXFdF46aM4jeHkg24ZPqL4+WcizqDYJ6/TL+JaP7vQbcev7g4X9w3e8WvIrc/m7PQkTGFTaae8gW+HRdNrhQLekhDNieWxwLfaDYB360OQVP8ZlM+ftqNRD5NCTYECxJsTCWvCQC0wHGDpxDuRfn3ZHuRfIZhGIbpKVjgM0wvkXMA23W6EQWrYrl0rAk2XkrmnDyXnXJD8QSl6RD0TpF+maYju6g65EfwhWMNuQ21hNAMhVSEAx1YpWiPhWQePeVFwAEh6Ms9MY88xx8pXoM0ZpxATrkQzznHn3jIiLjcX+beS5HvBNJ1GjNiklISCcF2CFkzA6hh4TUJAIoNOCEh9CG662Y6qef/brGwf7nmNeUKIr37pX2oFiiArgz71yCLh2XX2opw14nywXQreY5gF1yZdtT5PjMMw+wOCnongs/fVAMbFvgM0wu83WgGijPFMk9/OoS0IwT0thy5gl9BwhWvzVlCLCRSZeREINhMSlNEXn7GJs/SEfDz+qXXezLnF72WREJIuy1YY4aKiKaKiLolinCl4448fkQT49pmOYi5TZyCE4yIpnhuPylLRO/LDdWLiMtrkqlJotBYgXSCNFSR8iInDa0m5Xnya4qYMHy7NYVUOisEvZbNz8FXLUDNImxoMC0bpXr+19l3KkLuUwUxWQhOMKRLUdrKT7nJOflPU4IFtp0bVHWOxutq52ZiSsF2LO4ZhmGYPQELfIbpBYJiWDazCtphSgtM1ROchG/Sjvezoap5kedUQAxL3/bGjCgO1RQRYZYCXRbGSpEsi2LL3XyZlEVeDn/OEcI6HYjIa4rj5qz7olgeTyLHICcwnesIxPYE3XWHkUW/naP+MrXH8IqO/XsW0RR0dJjoyFhAeCOgNwuhDwAOADsMXY0CEE47wTGsbXewd0Jzr8d3qJETomDOfTLnP3kIpvEEhbm8R0Gv/q5ccjovkk8wON+eYZjegW0ymUJY4DNMLzB1uI53t1poM0WxqE2EjC2+LFOWEJReMacObEqRl65TGRa+97GAMJRFnoAoGDUdIB4C0pbv5iKFZNKN1JuO72kfjByX6op7PFGMui3nIKz5EXzpe19uyPQaBarid6vN2v4YmrIODFVBq+m4tpHwxiybW0nXoC1p20t/EU8m/OZSGRveMcTYCd+2W7AsB00taUBPQTEaAS0lNqAQKFMLwwhBVVWUhjU3b1+sri9RkbIor+Mu4Av7YL59sCcB4Av7YLGt6Yh7BQTdjvL/+LGAZxiGYfoLLPAZppcwHfJSXxzyu6gCcLvTCvHbZlJeuo30me/swCJTPkxXYW7qcDA6Lho4yUg8AC9tRk4YWtMmysvDXhQ7a4tjmA4Qtn37y2AjLtEUym9gVW749QLymmSOuYj+K9ACk4CcJW0zxROJhC6eSATz0x13AiA96oNe/Y05QkfGRGu78LlXSjfkR/BJA+JfAZl6lMQMT4xLkS4dftJ5It+3/LQDIj1jU16OflDYZ2wxLpEula/gm7OO55PP4p5hmD5D6R0ffA7gD2xY4DNML1Hq+r4bAc97QIhimf8uGzwFGygFC2xF86f846qKEN8jYyrWtPtR8daAa47p+H72tQkD5YYvrrflHGxtz6E2YXhNqIIuM7LzrmhCRV76TjxQpKurolZAV/2i3mBKi4zgy4lMMifEsJyFpC3ZHEpMTtpMsb98SmE6QDZnobU9C5R8DoS2AeHGPBcdxWpBquMLtLZXYHxdAoDw7geAhlINpkMoMxTvHkrvfsCv1U3mnILCWXkfZMMwmwjNWZEOJTv8ivfJfxrBMAzDMP0JFvgM00voqi9oYyEFzVmpgEUh55aMg+ER1S1QVWCovk+9FMfBtBAzkGQeD4koejykeAJZprdIYR901QF8IaoqQFWJeJyQsYFS3XeTAYDhETUvei8Kdf3jy4h8MkfekwaZhy8nI/KccpIihh4sCBYTDhNwxT25TjVifVvWxtamFNpTOSjxNUDUjeAHCW8BtCw6MibWb01h37IE6mL5Xv/yvsk8/M73ItgcKxj9l0ixXx3xVXzwqUoy53hPQBiGYfoCdtFhisECn2F6iYSuIGUF00HEv7LAVrrGSM94aRHpkCiOrY7kF47K48j9cg6hKUveU4DgBCCs5KeOyHQaQOT4J3OOZ1PpuE8PIoEUFJmDHyyMDTr2rEsJtZ90XYA8T3nHz3GXUXPTEfn2qUCPqogmjivtMh0Sx0qlcwCAppY0mpJppNI5KBUbAS2FmrCGGteMf1M2hU3JCiC0Da3tWaiqgqWrWjFlVCkAYP9yzUtFkqlBsrGYfz/JS7sJpuUECeboy+i9vw15DbwYhmH6CgWFT3p76rjMwIUFPsP0EuGAx7sdyC+3SeTPlxu+f31EA2zXQ1IWwZpOfoMsKSyDfu/BvHkp4GW6TWXY9Xh3rTal/pfr5YTAJngpKIAfydYU8XNNVPUEvdw+oilozopJQlvWQk085Bb65t8DXXVFfFb8LgW2TX60XtYDtLZnvYZVydYMWtuyIs8+lEJN1EKlriIREn/FopqCTdk1QOskdHSY2NzYjgP2rvYmIZs6RJ+A6ojqiXtpeSnRlPxGV8UcceRYAen933UjLIZhGIbpL/CzZYbpJSrDKkbGVM/BRhSiCpFZGVZhqEpeMayMdreZ5EW2TUcI6s6WjfIJQGNGpLa0meRF2zXXdlK658gos+oKdpmqIt1hbMr3Z5eFpQA8W8ixJRrqYirqYipqor6lZFvWhmXZWNeSQTLnoCkrXimL0JghrE852LQti6++aUUyY7tiXlxz2iI0ZsQkYWMyg44OE80taTS3iMh9qiMNJfEBEN6I7yQMTCw1MC4WwrhYCLqioNJQoRiNaM00Ipuz0dSaRdoi77jJHKE56yBtkRfdytiioHlbLr9mIBj9sokCfv5yP+Q17Ap65zMMw/Qpiv/3pSdfPRHCT6fTWLJkCS644AJMmjQJiUQC8XgckydPxo033oj29vaCfa6//nooitLl6xe/+EWX51u+fDlOPPFEVFRUoKSkBIcddhgefvjh3b+QAQhH8Bmml6mOqKiOAGvaRRRcdDf1xaauKl5DKkAKSSFAE26Ou0xzAYRIl7qyJqq6TZj8ZfIJgMiJVzx3mqasmEkEC2ZzDsFQ5TH96HpE858IyIJZKWblPqYKWJYN03Kgh1R8uzWFsCEG6TgOxlbF0JZ1YDuEkK6iI2Nis+O46wmm5SAa0dGRsdHalkEuZ6OxOeWtR2QD4EQwsUSHrigYHXxc4d6M11saAb0Zn69KYFRtAm2ymVdIQzLnwCbF6/hbEfavSR4q+GRFRv/lOpGOI7fzrTaDmr4rL3yGYRgGeOyxx3DRRRcBACZOnIgTTjgBra2tWL58Oa677jo8/vjjWLZsGYYPH16w7/e+9z2MHz++YPnBBx9c9FzPPPMMzjjjDDiOgyOPPBJVVVX4+9//jnPPPRcff/wxFi9e3LMX189hgc8we4ixJUIt/neL5XaLVTwnFuk2A8j8ekAUpaowVJHaIiP9YhshuEt14OMmC+MSIU+MGq6o75wfLt12ROdZMWkoN1SvDkCm5kjxn7FFjrmM/G9zffKTOQc5N/KfiOlY/c025HI2bIfguAI+HjOwzi0abm3LAAAcm2BZYpJju48IWtsyXt59R8aEHhIXse6bJFCaAuJfYVxMxyFlBspCfpg9qtnYlLWByEYgshFxZR98uboJ+zZUuccPI2aosEl1XX8UZGwFo+Pi+MGc/M41EpKI5vcE8KP3he8ri3yGYfoSBb3j5tUThzQMAxdffDGuvPJK7L333t7yjRs3Yvbs2fjwww/xs5/9DI899ljBvhdeeCHOPffcbp2npaUF5513HmzbxlNPPYXTTjsNALB582ZMmzYNd9xxB04++WQcffTRPXBVAwMW+AyzhzlwWAibOhzPfSZji4C0TIuRDZoMVfEcYILiXhaONmXdPPOolhdxVwN5+0FryFSnRlmAOHdCV/OeCkixLx10MrZIt5EThrTlW0eaDjCiuhSO4+Cbja3QQ+IrJdkqIvKt7RnYDkEPaUiUhOE4cn0HQiENekiFqqqwLBvt6ZzIuwcAxYIS/xyV8SQqjRjKQioqDV/gb7McjIpo0EMpmOX/hdTqI1A5LIYNG1sBANUVcThlEWQtDWVhMUlyCGjKihz/MXEVFeF8B53ODjvyXsli5M5IV6FgehPDMAzjc8455+Ccc84pWF5bW4t7770XU6dOxdNPP41cLgfDMIocoXvcf//92LZtG+bMmeOJewAYMWIE/vVf/xWnnXYaFi9ezAKfYZjeRVf9lBhNER72bnaJtzxlCSEvi2FllFgWzMr8+JGuNaTcrlRXvbSboANM3CtwBeBF+X1BK/PNRf6lKFSVKSxBH/2IBjRmZCoQkNE0ABpQm0BzSwcAIBrR4TiE9nQOmxtbETZC6MiYiMfEF7imKsjmLGxtzsJ2HOghDdmsDcsSN0EZ/iJgNGOfuI5KXcVeAChtQXFddL4T1hDTFNSENaxvHQ4YjWhqMbzjp9I56LqKsBFCOGTAdODZkQLAloyDpiyhLqaiVBcNsWQBsJwIyacgwnK0eISfI/cMw/QHeqPPVW8zefJkAEA2m0VTUxNqa2t3+VjPP/88AGDevHkF62bPno1IJIKlS5cik8kgEons8nkGEizwGaYPqAyraMo6bq68SMXRFCEspeCXvvCxkBCY0r1FerrLqHupruDzbTb2LRMKNJhTL/Wn6QRcdiAmA60mwVAVGKpYF9Sq61J23v5yXABgK0CZIUSxoyjQVTGuipiOsqhoIbWpJY2ODgt6SEXFsBiyOcvNtze94zW3pKGqKlRVQXJbBo5DyGIjAEBxwtBjaxFTwzikLAxKmcDWDJxWsb96YAUqFQVza2K4u3ULoG9DKlWNZGuHd/xoRBf5/yEVjkOIJAw0uw8IKsIKIjrwTdqBpgB7JzQ4JO6bjOrL9B1NATStuMhnGIZhdo2vv/4aAKDrOioqKgrWv/LKK/joo4+QyWQwatQozJo1q8v8+08++QQAMGXKlIJ1hmHggAMOwHvvvYfPP//cm1gMdljgM0wfIXPiN3U4UBW/iFPaZiZ01Wt4ldAVr0i2Jurng5uOEKD1JSoCGSxedF8StMkEgIxbNCv98TVFiF3//IrXKEr+7qewKDBUAtynCzEoSLse93ISUp6IojwBhMMa0NgOy3KQzVmeDaZlOujImDAtBwhvBMwKINQqbDEBQM3CJMJ3EgZilgNKW6CtGfHIAQA1dgAVEXyRMgGnTOwbakU2GwMgIvixiA7D0ZA1QggbGpozDircplSye7BoMKZ4ufaAPxES1yr8+UV3YXHtQWtNhmGY/kBvPUxctWoVJk6cWHTdihUrduvYd911FwDghBNOQDgcLlj/6KOP5v3+q1/9CqeffjoeeughlJSUeMtbW1uRTCYBAKNGjSp6rlGjRuG9997DunXrWOAzDLNnqImq2NTheAK91QQiJISkbYsuqsFCTtMRhbjxkOI1XlqfcjDBjeDHQ35aSTC3P+gWIwS7zO8nJANNrOIhxXP3AcTkQFhN+uk+OQfueMX+vs2knwZkEyEU0qCqCkpLwtBUxeu22NzRAZPagGgjoLcCoRQQ2QBFcWcK8a+wT9wV81szoE1pcTFylpG2gAogbROgpQDFAkLbkM2JIltdV5F2nxbISUXYCHl58yIST96TkYgmio0BFHSmjWj5efgyhao3GsswDMPsLKLItucVfm9m/bz44ot44IEHoOs6brrpprx148ePx2233YZZs2ahvr4eLS0teP3113HNNdfgqaeegm3beOaZZ7ztg1absVis6Pni8XjBtoMdFvgM0w+Q3vIAgLSDnEPI2IEiW5BnpakpQuDLAlqHRIpJMIKjKvm2mlnbF6RCwPt/EJqy/nH9ffObXtkE5NxJgKEKUSwLeTVFQdoht1DVP1bGBvSQivJEVOTfxw2sWd8CACiJG8jmytHhtAKkAXozFGOLEPsAEtEkDi2LYnQkBCgKoLmDz7oKvdTAsFXb0KGr0I0W5FSReyMdefSQhmzOgqYqMLJCmWdzGuDaeJpux13H7THQ6vYRKNaZVgp70xGpOgzDMEOFhoaG3Y7Ud2blypU4++yzQUS49dZbCyLqZ599dt7v8XgcP/jBD3D00UfjwAMPxJIlS7B8+XJMnToVAEDdeKranW0GGxyDYph+xki38LPcEC9ZLDsypnoFtYYqrBtlpNwhUTi6JSPSbGTTLE0R6SdhzW90BQixr6vCG397KSey6ZX01XdIpKwkdAWNGXIFMrlPA0R6i64qroWnIrzuo7oodjVCGFVThlE1Zagoj6K8LAJYCZFeo6WFuDcaAaMR30kYaLVIOOekLSCkABZBGRaGMiwM5GysrS+FSQSTCFBc4a+lAC2FbM5CW1sWpuXAshzXotNBsrUDydYO2CSaieUc2RhM8bz+5XUGMR2/oDZ4HxmGYfoD8nupJ1+9wYYNG3DCCSegpaUFV111Fa644opu71tbW4vzzjsPAPDSSy95y0tLS72f0+l00X3l8mBqz2CHI/gM0w+RolpT4EXuZXaK7bq7pC1hs/mdKvkxFuHlr9tsxEKK26CKUG6onsMOAM9RZn3KgenIdBuC1imJMxilB/xItqqIJwC6KsU9XJ95yrOalONubctAU1Vkc5aXohM2QiiJGYiHhyGVGg+UighRzBBfwjXhGI6sCCOhKCBNgTIsDGrJwvmoCQCg7FOGrzsskaLTMRaKYoG0LJAT90IPqVA1BaZlu021hE+/qkrHIV/Mr085UBVR8+BQvp2of+2+uGfjHIZhmJ1n69atOP7447Fu3Tqcd955uO2223b6GNJLf+PGjd6yRCKBsrIybNu2DRs2bMD+++9fsN+GDRsAAGPGjNnF0Q88WOAzTD+kVJdFrQpiIRE1lwL70Krtf2xbTfImBw4B6UBHVonpwM3hl5adhcdxAhOKlEXeNtty5AndjA0vii9z++U+pboCM6J7za1CIc37GdDR7hbCppqrgVQDoDcjbYov7U1Z0chqlNtRi1pzInr/XdHtUKmLY/X6dnS4Mwqy43ljl249ekiDadlQVQWWZSMa0b3xycnJiKjqjTtl+fUE0gM/HmJxzzBM/0Xppe+mnkzrb2trw6xZs/DZZ5/htNNOw+9//3sou3CClhY3zbNTJH7y5Ml4/fXX8cEHHxQIfNM08emnnyIcDmPffffd9YsYYHCKDsP0QzRFcaP4QmDWxVTEQ35H1e3RmHGQsshL05FuO/LVahKSOQetpmi2FYy8A/BSVCKagpzjp9/I/V0rem/fpqyT5x0ffMUM1UvPiUZ076W6f42iUR2JkjCQGQ3K1gIdo4GO0VidtvBWi8ir76iJCXFfFUFHTQwdNTF8kTKxzXKwzXIAOyzy+J2Q+Jc0mJYD2yHYjgPHITgOId1hej/LtKQ2N/c+HSgylnSeGLG4ZxiG2Xmy2SzmzJmD9957DzNnzsTjjz8ObRcKmojIK67tbJc5e/ZsAMCTTz5ZsN/zzz+PTCaDY489dsh44AMs8BmmX6MpIpe9VFdQHVELHF6KIVNLWk2/U24Qs3OCOeCm8+SnAcn8e9MRQljm2gN+Lv4217ozaxHaMxZSlojky2Ntbk7Dds+Xc1N0VFWBZTqoLI8hFFIRjeoidz49FtS+P6h9f6zfVo0V7SbetgkdNmFDuQF7+Wa0Wg5aLQdNOQdlIRWt2SiQGw6QK+61tHi5iAi+A8PQEA6H0NqW9brlyo7BdqfbEdFEDUEwB5UdcxiG6c/01xx827axYMECvPrqq5g+fTqefvrp7Xas3bp1Kx555BFks9m85e3t7bj44ovxzjvvoKamBnPnzs1bf+GFFyKRSODZZ5/F008/7S3fsmULrrnmGgDAVVdd1TMXNUDgFB2G6Yfoar4f+87wretnH9FkIa6wuEzmfCUrRb9N8Ip1MwGlKwVtzhFiXleF0Ad8m05dFVFu2yE4jihm1UPiGGlX1Mu0HM0IobzE/1J3yiJIbssgFtGhqQo6OirQmg58Hekt2GQm8Hv6EidURXFsZRT/9Z1KmCmRehPVFKRtBzCrQeYwQM0KL32XeMxAojQM07IRVw047ngSpb7Xsm87SkgEFHwwUs/OOQzDMLvOb3/7Wy/qXlVVhZ/+9KdFt7vttttQVVWF9vZ2LFq0CJdddhn2228/jBkzBslkEh988AGamppQXl6OJ598ssAOs6KiAn/4wx8wf/58zJs3DzNmzEBVVRWWLl2KZDKJyy+/HMcee2yvX29/ggU+wwwCPttme0WtI2MqjEBnWodE2o5EUxSkLMdLP7GJ3E63/vamSH2H6YhovFwmt28zCablwHEcr3BVVRUvWm9ZNhIxHXZEh2WpGBY3oAXsN7NWCCFdRUV5DM3JNOJxA6pajqRrUUzpBsBKoMkJ448dq9BqpbE+Y6HSHWRMU/FWMgtYMSHu2yYCFEI4JHLxY26uvcy5BwBNFUW38h7Iayo3/M7AbSblCf/RcQ7dMwzTvxE++L1z3N1F5swDyPOu78z111+PqqoqVFZW4tprr8Xbb7+Nr776Ch999BE0TcNee+2Fc889F1deeSXq6uqKHuP000/H66+/jn/5l3/B22+/jVwuh/322w+XXHKJ574zlFBoKJqDMkWR3ep62vOW6X2+brO9qPw3aRvVERUJXaSZGKrIpZcTgFSRfHMAXjda4Y4jBG7aEsJXCn3A944HgLTpoCmZRiyii2h5TETINffpQ3s6B01VEAqpKIvqeQWraYuwMZlBa1sGzckObG5s9zvdWjZMdTMQ3gIl/rmw0gxvEf8CgB0XEftsNah5OmAloKtRhEJi1lISMxAOh6CqCkZUiWKs8rKIJ/ir4joMVUGZ26E2oauedahMcdIUxWsaxjAMsyP64m/oxIkTkbIIv3/1ox4/9kVHfwfxkMKaYIDCEXyGGeBs6nCgqwpa3RD76LiGb9MOEq5QDYr7IA4h0JHWj+CL6L0Q9LlAvr7Mtw+HFG87AChPRJFKZ+E4hLb2DACRIgMAjuOgo8NGxbAYtEBep0Miml+ZCIsUHvcpgHS/6egw0dhcDeSqgcgGUGpfKNE1ItceANQsqGMsYMfENgDUkK/EQ7oK23FQUR6HqiqIRnWoquo9bQCEkNcUIeSlQ05EU7xeWjH+dmQYZoDQG51smYEN/wljmAGOQ0KcVoZ98VodkQ2nRL696fipJxlbuMOI6L5fUCv/QMiUHWmNKdfL9BbTjfQ7DiFshNCRMRGN6OjImDAtx1unqgr0kIaw2z22mB1nPKRgZGUcbVkbpmV754hGdVSUx9CRMdGRPBTQUiBlNOC4OfRqFugYJY4bUmEYIeghzfPZB8TEQ1WFi0+iJAw9pKHU8BuFqYoYU9ztGRAU+ZJW08m7rwzDMP0Rbr7HdIYFPsMMYBozjptC44tnVQGqI6oXkZe57zKKL/zvyYvc2ySiP9IhJ2ipubXDREkkhNa06Z2zI2O64llBR8ZEScxANme5AtttJGU5SJSE0ZHpgB7SUN7JiF9XXZ99VYHpEDRVQXVlXDjqAEhuyyAeM/DNxm1wnOHIZjMieq+6zgpWDLDjiBoi/UYPadBDqlcDUBIzEHMtOXVdRO7DId8ZR0bv5f0K/iwR6Tn8V5NhGIYZeLDAZ5gBjO01svLFq6YIBx4ZfddVEYmXueWikBRe11Yp7oMWmdL7viyqI206MC3Hy6svT0Q9IR2N6G6xLaE9lUNJXKTmGEYIpiUKcNMZE20RHdVRzXPyibti23RE0yzZcVYWx8YiOppa0tgc0lBeFoVpRZHcFkVHLikGSSGUl5TDcRy0plsRjQyDqimoGOY7K4RCKuJxA5qqQFOF9WVpIG0pFlKQ0FUvei8i+b6gZ23PMMxAoD8X2TJ9Bz977gVSqRQeffRRXHbZZTjssMMQDoehKApuueWW3Tru888/jxkzZqCsrAyJRAIzZszA888/30OjZgYiQWcaTfHFvRTOaUv8axPQnHXQnHW8PwQZ27fitAnI2uIVLKLd1mG60XnV87C3HYIeUr2CWEk0qsMwQjDclBzLshE2NFSWx6CqCsIaUBNVURMVTxciGryOuyWRwlhDeVkUB08aibChQVNVYXHpiFc8UgpVVRCPGxhRWYnqyjgqymNeI62K8igqh4nfhyfCKAurKNUVz+O+3FC8SYZ80iEFfXcbijEMwzBMf4Uj+L3Al19+iXPOOadHj3n33XfjiiuuQCgUwnHHHYdwOIyXX34ZJ598Mu666y5cfvnlPXo+ZmCgqwp0yIi7L/R1V6CGNT9iLycCsm5WuuXIXHspcE1HNLhKZmyoqoqOTBZ6SPMKZ2XEPhrRPX/5aERHOBABt4mghTWk3UrcyrAK0wHSbo5+RVgVEwlFjptguPn8knXfJDGmrhxjRw9DclsGjc0pVJQlvPUdGROxqA7HEROJeMxALOrbY4aNEGK6ipxDqImqiGiKVxgc0YT3v3TBFCk7vsMPwzDMgEHppU7b/F04oGGB3wuUlpbiggsuwGGHHYZDDz0UTz31FH7961/v8vG++OILXH311QiHw3j11VdxxBFHeMunTp2Kq6++GrNmzcLee+/dU5fADBBkLrt0gpHIL3spnh3yhb0d+DnYxEp2uJUe+JqqIJuzEDZCnv0kIIpaJe3pnBth17xovDiHgm1ZYaFZXRGHTSIlJh7Kf2got2/PWF4ePSAmEWPqyl0XHgvxuIFoRMfmrcIoP5uzoKkKSkvC0EOq29gqgrAhxhk2QqgMqwhrAKB4YyuP+A5Apbp0z/HFfTBy3yt/MBmGYRhmD8ApOr1AQ0MD7r//fvzoRz/CQQcdhFBo9+ZRd911FyzLwk9+8hNP3APAPvvsg//5P/8nLMvC3XffvbvDZgYg0qfdJj9FJ1/c+wTbj2dsP9c+bYmXRKbnyLz4UEiD4zjI5iyRriPtNC0Hekj13GkMVRSlyvx/WYCbSufQmLbzxiBTiCRlUb8hFSDSe7xxqwocm+A4hERJGImSMEpiBkpLxb+Jkggqh8UwvCyCqriOqriOmqiKWEhE6hO6uEflRr5FpumI+yftMGXKTjLnIJlzwDAMMxBQ4H+39uSLYxwDGxb4AwCZZz9v3ryCdWeccQYA4LnnntujY2L6DzKnXOaXy4i0iMzvuI9dRPMnCcEGVql0DiE3oh42QiiJiJemKGhtF2420YiOioiKWEjxCnOl1eTYCtFYyjBCGF0ayptwSCtKm+Dlwcscf1VV0NiUguM4XgoQANju73LSkSiJIGyEEA5rGOYW98r8eXFPVO++lBsy71/xrrc6IpyFpNCXnv+VYZWtMRmGYZgBDafo9HOSySTWrVsHADjooIMK1o8aNQpVVVVYu3Yttm3bhrKysj09RKafEey8Wh1RkWoX0XAZpRdRdl/Qi661/j6bWtKIx8Ku2Fa9VB3dLYS1iVASyMe3dQ0x1XfuEdv4x3QcB22miNhLvV5uKJ615za3EFhXgUZ34jCqtgymZYsxaAosd8KhB1KFKodFUVoSQUVU8wpo44GCY5v8Il4p4OXEQt6jiKagMqxCVZCXYsQwDDNwUAqe2PbUcZmBCwv8fo4U98OGDUM8Hi+6zahRo7B161asW7cOBx544A6PKdtpd2bVqlVoaGjY9cEy/ZKxJRq+brNRHRGqNpkTkXbTgZebH9EUNLmdaqvLo2jPWJ6nve0QyqI6Mm54P5XOwTBCqIhqcCi/I6z00hcCm9w0Hs3Nv88X0LoK2LbvQ5+1CNUV4v94R8aEHtI8px5VVZAoiXiNsOQXV3VMg6YoqImqiIcU7wmEocpUIN8eNB7wwc/aQEVYQZy/ARmGYZhBCP956+e0t4uiwlgs1uU2UvjLbRmmM+NKNXzULMSyTeTm4JPXwTbnEMoNP21Gi+rIGCE4juhgm7FVv8NrzPAKWIOe+3ICAIhlpTqQEVWu0FXh5iPPIdEUIbKTOUKpoXppMo4RQjZnIRTS0NTYjurKGDo6LM9nP2yEUF5ioFQXEfhyQ3FrAPzzt5mE6pgcW34BLfRgPQKxLSbDMAMW9sFnisECvwjz5s3Dp59+ulP7PPLIIzjssMN6fCzkRkSV7Tx+k9t0lxUrVhRd3lVknxkcSIHeZpIQwo5w2JHCvHN0HVCQAbxIuuOmx1RHNa8wVe4nI/iyYa2MnvsRfQUO5VtQesW8nXLgJaqqQA+pqBwWBQCEwxqibiMsVfWj9hVhX9xLX3/RH8C/JingO1tgZmw/bYdhGGagwva+TGdY4BdhzZo1+Pzzz3dqn3Q63StjKS0tBSCaZ+3o3CUlJb0yBmZwMKFM8/5dvsVEhshzkxE58270XFpnQthROg6JRlWdRLJsqGU6gB4S+0jzGenuk3B96DVFQUT3nX1kQa4dcPaRkwQAaE9nXZ99G/GY4Y1B5uCPiPl59xlbNM2S4wFEHwA/H79Q3Ethz5F7hmEYZjDCAr8I7733Xl8PwWPMmDEAgJaWFqRSqaJ5+Bs2bMjblmF2hCxAtQloM528Rk++t74r+B3CsLjhiWHpmx/RAE1TAr/7KTJpt3lWqS7OIfP0ZdS+zSQvJz+iuT788CPuwltfAVxBr6pAzLXiBPwuuIaqeJMJwG/mBfhpORmb8pYDYGHPMMyggVN0mGKwF1w/p7y83BPuH374YcH6DRs2YOvWrRgzZgw76DDdZvoIHboqU1l8W035Ul0xLgttg/n1puMLaVmsazr57j2xkBT0Yr9g8a2mCE96P3KvBJ4KiFdZVIdp2a7PvjiwofpWoBFNpPwEc/qDfQCkc05n2kxCm0l518MwDMMwgw0W+AOA2bNnAwCefPLJgnV//vOfAQAnnXTSHh0TMzhIWYSELj3sFS9XHvAjQqoqfPZl8xOZZ68pIiVH+vADYiIgxbNoGiUKeuXvwfXB5TK6H/TiL4vq3lOB8ojmPQmQrjgxN3IfCwlXnOD+sohYbifHFtyfRT7DMIMCxe/I3ZMvDuEPbFjg9yMmTJiACRMm4JtvvslbfsUVV0DTNPzud7/D22+/7S3/8ssv8etf/xqapuHyyy/f08NlBjiaIoS5yGEPCnjfzlIPqahNGG6uu++6AwCtphDIwWZa8g+D8LgXhbDVEcUrZI2FFC+6L1NrgoWwhqp4aThynaEqnk++TQSbyHPOkch10vYziPxdXpdsxMXFtQzDMMxghXPwe4m5c+di48aNAPwc+fvuuw9LliwBANTW1uKZZ57J20cW9pqmmbd83333xa233oqrrroK06dPx/HHHw/DMPDyyy+jo6MDixcvxr777tvLV8QMNsoNBckcEAuR19EVyG8CJZ1p1EDKS84hr1uszKOXTaTkvtKasjlLXtfY4LEzNnmON2K5grTb8ArwXXXk74YqIu/yODmH4JDi1QKobgQr5TbzkvUFXVlgsnsOwzCDCXbRYTrDAr+X+PDDD7F27dq8ZevXr8f69esBAPX19Tt1vCuvvBLjx4/HrbfeijfeeAMAcPDBB+PnP/85TjnllJ4ZNDNk+LpN5McIjet61rspMzJHvdxQoCkqbBJiXKa0xEOK10BKCmgZdZeaWabI6KoU2+Q9BQBEJL/NFMvSrpC3iaAqvoA3VMV14IH3dEFm1QQ700oXHYDy6gAAsVyk6ih5+7O4ZxiGYQYzLPB7iTVr1uz0Pjvysz/55JNx8skn7+KIGEYgO9YCQqQnc/n/72QKiyx+VRWlIBIeC8ET7YAfPfIFNJCxfV98GWmXOASv82wsBKQtoCKsos30JxHCuhMwPMtNBQldPgkQlpjS0tMfuz/RkOlEwfMGJykMwzCDAXbRYYrBAp9hhiBBYV+qK2gzgYgmhb5Iu0lZ+WksMoUnokmvfL84t1gTKxGR9y0txb7iX5kXL7vqiki7L7wbM453rpRFGBEVnXSlz76q+Ck+QYvNYAMuP+fet8pkYc8wzGCDBT5TDC6yZZghRmVY9TrNSmQ03CHAcL8VgmLYz8cXv8uUGk1RvKi93N8h4YMvLSm7sqWUbjfF/jDJJlZAvhWmmCzIYl5xDM0twA1rvkVm56cSnJLDMAzDDCU4gs8wQwxZiCpz6AHhSy9J5py87U1HRMs7a2QRec8X+Z0JpscA+Q43wbQf4Y7jj02Os9xQUBFWvAmG400mCJrmi/zOBWYVYVEnEDdY2DMMM/jhIlumMxzBZ5ghiLCJhOcJD/gWlMGur2kr3+0G8P+QiDx7328+iEjf8X+WRbiyWBaA58Aj7S1Fd10ZoRfOO6PjKirDqlfYG9xfdd175MQj+ESiq0ZXDMMwDDMU4Ag+wwxRIppwsjFUIdSDFpMyRz8WEvaVpbpSNEIU0Vxhrfr++EFsAmxbNNPq7E8v1wdJW+LfUl2I+5RFebadnj+/KoW+4qUFhTU/hch0AK3T0wOGYZjBSrHvX2ZowwKfYYYY0gNeONgobooLIaIJdbwl48BQfccamdde/Fi+yNc036VGU2R3WTFJkLaXXSEccwgVYbFNTVQVHWwNxWt0JY8LCHHvuPn3poOA/77rssPfbAzDMMwQhv8MMswQw1BFuouwkXQ7xpLfJGp4REUyR0jmRA58MPdd0maSWwjrFry60fJgMWtFWEwAgj75cgJQrOi1oVTLe0qgKX6n22JzA2mVWaqL7dpMKpgIMAzDDHaU7QRhdve4zMCFBT7DDDFkWoyMfsu8dim6M7YQzeWGEP02KYiH4OXiC7HveJHzrrrC+t1xqcAmM9iwKuZOAILpOqZDiIekf77iFfp2JqKJ6L6hii63LOwZhmEYhgU+www5yg0FmzqcPO96x02RAYToztgiGh4U+kESbk5Mxs2v77w+Y/vWmDaJFJ2gU484hpKXMw/4UaiI7qcQmY5I85GFuOKY5I5T/K72UgSLYRhmIMAuOkxnWOAzzBCjMeMgooniWdHxVUTiY3mdav1oeMb2vfHl7xLRfIo8Nx4nEJmXaIqYECQCjj3hQAFs2go8CdB9tx2ZghNzJxzBHH5DVVx7TgelugrTIZiBa2Tfe4ZhGGYowwKfYYYYssA27Hak7exVL3PvARFZF91hfcFcSr7I15T8dZKURaiJqtjU4WB0XJwgrInCW0mwm60OJW+CYTqAo5A30ZATBt1dL88vnYDK2e+eYZghCneyZYrBAp9hhigyh75zAa10sgHyo/pBhxw5KZCpNeFOkwSbhPCOaAoaMw5Gx1U45LvdyPQgMcHw3Xp8j33/vMEJh3TJMR0HqqJ4wr+rOgCGYZihAKfoMJ3hRlcMM8TIc89RFK/IVr40RbjsaEp+0apojuUvUN1jSHGfteF50svN4qH8HP6mLKEpK352Ak8ChKuPPKefpgOgaHRe5vNnbMKmDpFylOlsqs8wDMMwQxSO4DPMECHYyAqA51xTrEFK0Pu+c2DcVvy8eV0Vwj6sFabgyGi9ropiWpt8sR7U4poiPPR3JgKVsUX6TkQT7jks7hmGGaqIFJ2eD+HzQ4GBDUfwGWaIIJ1tcoGcHCnkNUXYWraZFCiupbz9ggj/+/w/Klnb39Ym8XPKIpgOeZF9+QoeJ2MLcd+YoaLnEmPI/10W3gJi3OJY/OeIYRiGYQCO4DPMkKEyLObznS0tJTKvPuc610jkz2l3P+FHT3nLZOOrsCuym7NC5K9POZhQphXkyCdz5I5J8c5bE1WLFooVC84HJwmlOvvfMwwztOHvQKYzLPAZZoihKcVFc1DUA4VdZ+V6Ia6Fzab0t49BgU3+QWUqTl1MdYty848tI/dA91Jz5CRAnkNT/HoAdtFhGIZhmHxY4DPMEKO7BaldbScFeSykIAbfASeYsZm2yHO4kd1mgc6TBkLGFjacxfJHZdQ/ODeQw8nYQtRnbMrz3GcYhhlyKL3kosNfrQMazsFnmCFIMKe9c367xHSEC470oZcvaY1ZbijeS3a8la/RcRUjYyrKDb9bbRB5zFhIjoGQzDneejtgn5mxxe82+fUCMqIf0Yofn2EYhuk/ZDIZXHfdddhnn30QiUQwcuRInH/++diwYUNfD23QwhF8hhmCyOg3UNjoCijsVtt53+5SHdmx+t7U4XiTB4k8pUNuWo7jOv/Ihlcs6hmGYQD0/0ZXmUwGxx57LJYvX47a2lrMmTMHa9aswYMPPojnn38eb731FhoaGnrobIyE/0wyzBClq8g9IAS0iN73/jPamqjquecEXXSEN74/CYlovlc/ICYGXbnuMAzDDCVkD5GefPUU//t//28sX74cRxxxBL744gs88cQTeOedd3D77bejsbER559/fo+di/Fhgc8wQxQp4Iu9DNe7fk9FyqsjKmIhJU/Am45fUBssqpXURNWC5lsMwzBM/8E0Tdxzzz0AgHvvvRclJSXeuquuugqTJk3C66+/jvfff7+vhjhoYYHPMEMUKd4zNnli3m9OtefHE8zzlzn3sshWjifYgIthGIYRqTSdO5L3xKsnvmrffPNNJJNJNDQ04KCDDipYP2/ePADAc8891wNnY4JwDj7DDGGEqFcKlvU1uoodRuc7e+szDMMw/YuPP/4YADBlypSi6+VyuR3Tc7DAZxim37Azgp3FPcMwjKC/fh2uW7cOADBq1Kii6+VyuR3Tc7DAZzzWrVsH0zQxceLEvh4KwzAMwwwoVq1aBV3X9/h5v/rqq175u/3VV19BUZQuj71ixYodHqO9vR0AEIvFiq6Px+N52zE9Bwt8xiMejyOVSvX1MDxWrVoFAGyfNcDh93FwwO/j4IDfx95D13VPsO4pevN9HD9+/G5H1sntPq504cpDxC5ovQULfMZj06ZNfT2EPGTUoDtRAqb/wu/j4IDfx8EBv4+Di7/85S99PYTtUlpaCgBdBg/T6TQA5LnrMD1DPyinYxiGYRiGYQYbY8aMAYAuO9bK5XI7pudggc8wDMMwDMP0OJMnTwYAfPDBB0XXy+WTJk3aY2MaKrDAZxiGYRiGYXqc733veygrK8OqVavw4YcfFqx/8sknAQAnnXTSnh7aoIcFPsMwDMMwDNPjGIaBSy+9FABw6aWX5uXiL168GJ988gmmTZuGQw89tK+GOGjhIluGYRiGYRimV/hf/+t/YenSpVi+fDn23ntvTJ8+HWvXrsU777yDyspKPPjgg309xEGJQuxRxDAMwzAMw/QSHR0duPnmm/HYY49h/fr1GDZsGE444QTcdNNNGD16dF8Pb1DCAp9hGIZhGIZhBhGcg88wDMMwDMMwgwgW+AzDMAzDMAwziGCBzzAMwzAMwzCDCBb4DMMwDMMwDDOIYIHPMAzDMAzDMIMIFvgMwzAMwzAMM4hggc/sEd5//33ccsstOO2001BXVwdFURCJRHbpWGPHjoWiKF2+Pvvssx4ePQMA6XQaS5YswQUXXIBJkyYhkUggHo9j8uTJuPHGG9He3r7Tx0wmk/jZz36G+vp6hMNh1NfX44orrkAymez5C2AA9Pz7yJ/HvmPx4sU47bTTsPfee6OsrMz7DC1atAgrVqzY6ePx55FhBg/sg8/sEU499VQ8++yzecvC4TAymcxOH2vs2LFYu3YtFi1aVHT9zTffjNra2l0aJ9M1999/Py666CIAwMSJE7H//vujtbUVy5cvR1tbGyZMmIBly5Zh+PDh3TpeU1MTjjjiCHz55ZcYN24cDjnkEKxYsQIrVqzA+PHj8fbbb6OysrI3L2lI0tPvI38e+46qqiqkUilMmjQJdXV1AIAVK1bgiy++gGEYWLJkCWbNmtWtY/HnkWEGGcQwe4BbbrmF/vmf/5mee+452rRpEwGgcDi8S8eqr68n/q+753n44Yfp4osvpi+++CJv+bfffksHHXQQAaAFCxZ0+3gLFy4kAHTaaaeRaZre8ssuu4wA0DnnnNNjY2d8evp95M9j3/Hmm29SR0dHwfL77ruPANDIkSPJsqxuHYs/jwwzuOAIPtMnKIqy2xF8/q/bf3jrrbcwdepUhMNhtLa2wjCM7W6/adMm1NXVQdM0rF+/HiNGjPDWZbNZjB49Gs3Nzfjmm2/y1jG9y86+jwB/Hvsre++9N7766iusWLEC+++//3a35c8jwww+OAefYZjdZvLkyQCEGGhqatrh9n/961/hOA6OPPLIAsEQDodx8sknw7Zt/PWvf+2V8TLF2dn3kem/aJoGAN2apPHnkWEGH6G+HgDD7Cq33norVq1ahXA4jIkTJ2Lu3Lmorq7u62ENSb7++msAgK7rqKio2OH2H3/8MQBgypQpRddPmTIFf/jDH7ztmD3Dzr6PQfjz2H945JFH8Pnnn2OfffbBuHHjdrg9fx4ZZvDBAp8ZsFxzzTV5v1955ZW4++67ccEFF/TRiIYud911FwDghBNOQDgc3uH269atAwCMGjWq6Hq5XG7H7Bl29n0Mwp/HvuPWW2/FihUrkEqlsHLlSqxYsQIjR47EY489BlXd8YN6/jwyzOCDU3SYAccpp5yCp59+GmvXrkU6ncann36Kq666CtlsFhdeeCGWLFnS10McUrz44ot44IEHoOs6brrppm7tI60YY7FY0fXxeDxvO6b32ZX3EeDPY3/gpZdewsMPP4wnn3wSK1aswOjRo/HYY4/h4IMP7tb+/HlkmMEHC3xmwHH33Xdj7ty5GDNmDKLRKCZOnIjbb78d9913HwDg2muv7eMRDh1WrlyJs88+G0SEW2+91cvh3hGyIFNRlO2uZ/YMu/o+Avx57A8sXboURISWlha8/vrr2HfffXHUUUfh17/+dbf2588jwww+WOAzg4YLL7wQw4cPxxdffIHVq1f39XAGPRs2bMAJJ5yAlpYWXHXVVbjiiiu6vW9paSkAIJVKFV2fTqcBACUlJbs/UGa77M77uD3487jnKS8vx/Tp0/Hiiy/i4IMPxq9+9Su8++67O9yPP48MM/hggc8MGlRVRUNDAwBg48aNfTyawc3WrVtx/PHHY926dTjvvPNw22237dT+Y8aMASDEZTHkcrkd0zvs7vu4Pfjz2Hfouo4zzzwTRITnnntuh9vz55FhBh8s8JlBRUtLCwCONPUmbW1tmDVrFj777DOcdtpp+P3vf9/lo/2ukCkgH3zwQdH1cvmkSZN2b7BMl/TE+7gj+PPYd1RVVQEAGhsbd7gtfx4ZZvDBAp8ZNKxYsQKff/45YrEYJkyY0NfDGZRks1nMmTMH7733HmbOnInHH3/c89veGU444QSoqoo33ngDW7ZsKTjHc889B1VVMWvWrJ4aOhOgp97H7cGfx75l2bJlAOA9Rdke/HlkmMEHC3ymX/Lb3/4WEyZMwP/4H/8jb/lLL72E999/v2D7Tz75BGeccQaICBdeeGG3mrswO4dt21iwYAFeffVVTJ8+HU8//fQO73NX72NtbS0WLFiAXC6Hn/70p7Asy1t3zTXXoLGxET/4wQ9QU1PTK9cylOnJ95E/j33HG2+8gSeeeCLvswMApmninnvuwaOPPopoNIozzzzTW8efR4YZOrAPPrNHeOGFFwqs93K5HA4//HDv91/96leYPXs2AJEb/Pnnnxfk7r711lu44YYbUF9fj4aGBlRXV2P16tX44IMPYFkWZsyYgZtvvrn3L2gI8tvf/hbPPPMMAPH4/6c//WnR7W677TYvPaCr9xEA7rzzTrz99tt46qmnMGHCBBxyyCFYsWIFPv30UzQ0NOCOO+7ovYsZwvTk+8ifx75j1apVOO+881BVVYWDDz4YlZWV2Lp1K/77v/8bGzduRCQSwUMPPYTRo0d7+/DnkWGGDizwmT1CY2Mj3nnnnbxlRJS3rDu5ojNnzsT69evx7rvv4uOPP8a2bduQSCQwbdo0/PCHP8R5553X46kGjEDmUwPwBGIxrr/+ek8Ybo+qqiq8++67uO6667BkyRI888wzGDFiBC699FLccMMNO91JlekePfk+8uex75gxYwZ++ctfYtmyZfjkk0+wdetWGIaBsWPHYt68ebj88ssxfvz4bh+PP48MM7hQiA1uGYZhGIZhGGbQwDn4DMMwDMMwDDOIYIHPMAzDMAzDMIMIFvgMwzAMwzAMM4hggc8wDMMwDMMwgwgW+AzDMAzDMAwziGCBzzAMwzAMwzCDCBb4DMMwDMMwDDOIYIHPMAzDMAzDMIMIFvgMwzAMwzAMM4hggc8wDMMwzIDj/fffxy233ILTTjsNdXV1UBQFkUikV861adMmXHnlldhnn30QjUZRUVGBgw8+GNdcc02vnI9hdheFiKivB8EwDMMwDLMznHrqqXj22WfzloXDYWQymR49z1tvvYUTTzwRyWQS+++/Pw444AC0tbXhH//4BzZs2ADLsnr0fAzTE3AEn2GYAcv1118PRVHw0EMP5S0/6qijoCgK1qxZ0yfjGgj87W9/w7Rp01BaWgpFUaAoSl8Pqduce+65UBQFr732Wl8PJY+u/j8yvcMRRxyBf/7nf8Zzzz2HTZs29co5vv32W5x44onIZrN4+umnsWLFCjzxxBN48cUXsWbNGixfvrxXzsswu0uorwfAMAwzmFizZg322msvzJgxo98JUMm6deswd+5c5HI5HHfccRg+fHhfD2lAcNRRR2HZsmVYvXo1xo4d29fDGfJce+21vX6OX/ziF0gmk7jnnnswd+7cgvWHHXZYr4+BYXYFjuAzDDPoeOSRR7By5UrU1dX19VD6JUuXLkUqlcIvfvELvPjii3jooYcGVNT55ptvxsqVK/uduLr00kuxcuXKokKQ6R+0t7fjxhtvxIEHHohYLIZEIoEZM2ZgyZIlBdu2tLTgT3/6E8rKynDhhRfu+cEyzG7AEXyGYQYdY8aM6esh9Gs2bNgAABg3blwfj2TXqK2tRW1tbV8Po4CqqipUVVX19TCYLti8eTOOOeYY/OMf/0BdXR2OP/54pNNpvPXWW5g7dy5uvvlm/OIXv/C2/8///E9ks1kcd9xx0HUdTz75JN58802YpokJEyZg/vz5GDFiRB9eEcNsB2IYpt8yf/58AkDXXHNNwbqVK1dSNBql0tJSWrVqVbePuXbtWrrkkkto/PjxFA6HqaKigg499FD69a9/Tel0Om/brVu30j/90z952w4bNoxmzpxJL730UpfHX7FiBf3gBz+gmpoa0nWdRo4cSQsXLqTPPvusYNtXX32VANCiRYto48aNdMEFF1BdXR1pmkZ33HGHt91rr71GM2bMoHg8ThUVFXTqqafSypUr6brrriMA9OCDD+Ydd8aMGQSAVq9enbccANXX15NlWfSb3/yG9t57bzIMg0aNGkXXXHMNZTKZgjF++OGH9POf/5ymTJlCVVVVZBgG7bXXXnTxxRfTN998k7etHE+x16JFi/K23bJlC1199dW0zz77UDgcpvLycjrhhBNo2bJlXd7brkilUnTjjTfSxIkTKRKJUCKRoOnTp9Pjjz9e9H4Xe1133XU7PE99fT0BIMdx6M4776T99tuPwuEwjRw5ki677DJqaWkp2GfRokUEgF599VX6f//v/9FRRx1FZWVlBMDb3jRNuvvuu2nKlCkUj8cpHo/ToYceSvfddx9ZlrXdY3amra2NbrjhBjrggAO8z8eRRx5JzzzzTJfXtaPPxOrVq7u8b8E/o139fyTa+c/SrvxfHeoAoHA43OX6WbNmed+nuVzOW75q1SpqaGggTdPo448/9pbfcsstBIDOP/98OuKIIwre93g8Tn/605969ZoYZldhgc8w/Zjm5mYaNWoUqaqaJ2ZyuRwddNBBXYqJrli2bJknrsaNG0fz58+n2bNn01577VUgiDds2EDjxo0jADRmzBg688wz6ZhjjiFN0wgALV68uOD4S5cupWg0SgBoypQpdNZZZ9F3vvMdAkAlJSX0+uuv520vBeeJJ55Io0aNopqaGpo3bx6ddNJJ9O///u9ERLRkyRLvnFOnTqWzzjqLxo0bR4lEgn74wx/uksA/88wzKR6P09FHH00nnXSSd09++MMfFlzTmWeeSZqm0eTJk2nOnDl06qmn0tixYwkA1dbW5on8Z555hk4//XQCQCNGjKBFixZ5r9///vfeditXrqS6ujoCQA0NDTR37lw68sgjyTAMUlWV/vjHP3b3LaXW1lY6+OCDCQBVV1fTvHnzaNasWRQOhwkAXXHFFXnnXbRoEU2ePJkA0Pe+9z1vfNsTwBIp8C+55BLSdZ2OP/54mj9/Po0YMYIA0KRJk6i1tTVvHynGL7roIlIUhQ499FA666yz6NBDD6VkMkmWZdGJJ55IACiRSNCcOXNozpw5VFpaSgBo7ty5ZNt20WN2FvibNm2i/fffnwBQXV0dnXLKKXTcccdRPB4nAHTzzTcXXFN3PhONjY20aNEi7zpPP/30vPdW0pXA35XP0q78Xx3qbE/gf/jhh953iOM4BeuXLFlCAOiyyy7zll177bUEgEKhEMXjcXrggQeosbGRVq9eTVdddRUBIMMw8iYFDNNfYIHPMP2cV155hVRVpdGjR3sRz2uuuYYA0Lx587p9nObmZqquriYAdMcddxT8kVu2bBklk0nv95NOOokA0MKFC/OiXW+88QbFYrGCaFd7e7sngP7t3/4t79iLFy8mADRq1Ki8yGMwojx37lzq6OjI26+1tZWqqqoIAD322GPectM0PZG3swIfAO233355677++msaNmwYAaCvvvoqb5+///3v9O233+Yts22bbrjhBgJA5513Xt46Ge2dMWMGFcOyLDrggAMIAN11111578MHH3xAlZWVFI/HafPmzUX378yll15KAOi4446jtrY2b/nKlStp+PDhBIBeeOGFvH22F2neHlLgJxIJeu+997zlbW1tdMwxxxAAuvLKK/P2Cb5P//f//t+CY952220EgA488MC8a/72229p3333JQB07733Fj1mZ4G/sxHanf1MdPX/StLVfd3ZzxLRrv1fHepsT+D/67/+KwGg3/zmN0XXb926lQDQ4Ycf7i37p3/6J+99kAGHIPPmzePJFtNvYYHPMAOAn//85wSAFixYQK+++iqpqkojR46kpqambh/jN7/5DQGgk046aYfbrlq1yhNyxdIuZPTqxz/+sbfsD3/4AwGg6dOnFz2mjDIH00akwA+Hw7Rhw4aCfR544AECQMcff3zBuubmZiopKdklgb906dKC41122WU7LXrr6uqooqIib9mOBP4zzzzjvZfFuPPOOwkA3X777Ts8f3t7O0WjUVJVlb744ouC9XfffTcBoJkzZ+Yt312B/8tf/rJg3T/+8Q9SFIUSiUTeJE6K8dmzZxc95pgxYwgA/f3vfy9Y95e//IUA0L777pu3vJjA35UI7c58Joh2TeDvymeJqOf/rw4Ftifwf/rTnxak2BR7jR8/3ttHTuJVVS2aEvXiiy96T4sYpr/BRbYMMwD4l3/5FyxduhSPP/44XnjhBRARHn74YVRUVHT7GEuXLgUA/PjHP97htm+++SYA4MQTT0R5eXnB+oULF2Lx4sV44403vGXy5x/+8IdFj3n22Wfj/fffxxtvvIGzzjorb92UKVOKOt7IccyfP79g3bBhw/D9738fTz/99A6vJ4iu6zjqqKMKlu+zzz4AgI0bNxasa2pqwl/+8hd8+umnSCaTsG0bAGCaJpqbm9Hc3Nzt9+Jvf/sbANGkpxjTpk0DALz77rs7PNb777+Pjo4OHH744dh7770L1i9cuBCXX345/vM//xNE1GNe953fPwDYb7/9MHnyZHz00Uf45JNPcOihh+atP+WUUwr2WbduHdatW4eamhocc8wxBetPOukklJeX4/PPP0djYyOqq6u7HJO8r3PmzCl6ncXu6858JnaVXfksSXbl/ypTHPmZnT59+naLy4NF0tIKtaamBuFwuGBbuX7Lli09N1CG6SFY4DPMAMAwDDz00EOYPHkyWltbcdlll+G4447bqWOsX78eANDQ0LDDbb/99lsA6NLrWy6X2+3qPpKuXG/ktl2t3xW3nNraWmiaVrC8pKQEAJDNZvOWP/744/jRj36E9vb2Lo/Z1tbWbYEvm2+deeaZOPPMM7vcbuvWrTs81o7ueXl5OcrKyrBt2za0trairKysW2PcEfX19UWXjx07Fh999FG33+MdjV9RFNTX1yOZTOLbb7/drsCX9/Xaa6/drj968L7uzGdiV9mdz8XO/l9lumbUqFEAgHnz5uHyyy/v1j4HHXQQAGGXWWyC3NTUBMB/PximP8ECn2EGCE888YT384cffgjHcaCqO9/KYmeiuF1tK5cXW7+j4xdbH4lEim5LRN065s6wM8dau3Ytzj33XBAR7rzzTsyePRt1dXWIRqMAgKlTp+Ktt97yxtkdZCRx1qxZ220wNWHChG4fszvXtCc61W7vPnT1HgM9M/5didDuzPl3l974LDHd57jjjsOvfvUrLFmypNsC/8ADD8Ree+2F1atX45133sHhhx+et142spsyZUpPD5dhdhsW+AwzAHjjjTdwyy23YOTIkZgwYQJeeeUV3HLLLfjlL3/Z7WOMHj0an332Gb766qsdiseRI0cCAFavXl10vYyWBr3Id7TP2rVrC/bZEfKYct/OrFu3rtvH2hVefPFF5HI5XH311bjiiisK1n/99dc7fUwZSfzJT35SNG1lZ9jRPd+2bRu2bduGeDyO0tLS3TpXkLVr1+LAAw8sWC7fDzmuHbGj8QePuaP/N7sSod2Zz8SusiufJabnOfzww3Hsscfi73//O6688krcdNNNeZF3x3GwdOlSxGIxL50LEE+EfvKTn+Dyyy/Hiy++6E0Q33//fdx+++0AxGeZYfob3MmWYfo5ra2tWLhwIYgIDz74IP7jP/4DlZWVuP766/Hee+91+zgypef//J//s8Nt5R+4F154AclksmD9f/zHfwAQ0VKJ/PmPf/xj0WPK5cF9ujuOP//5zwXrkskkXn755W4fa1doaWkBIIRgZ15//XVs3ry5YLlhGAAAy7KKHlO+D8U6Z+4sBx98MKLRKP7rv/4LX375ZcF6+T5NmzatR6PBwadJks8++wwfffQRSktLMWnSpG4dZ8yYMRgzZgw2bdqEV155pWD9Cy+8gJaWFuy7777bTc8Bdu2+7sxnAtjxe1uMXfksMd3jhRdewOGHH+69ACCXy+Ute+GFF7zt//jHP2LSpEm48847UV9fj2OPPRZnnXUWpk+fjpqaGsycObPgO/Wiiy7CGWecgXfffRf77rsvTj75ZBx99NGYOnUqkskkLrroIsybN2+PXjfDdIu+q+9lGKY7SK/3yy+/3Fv29NNPEwDaZ599KJVKdes4TU1NnuXkPffcU+A08vrrr+dZAs6ePZsA0DnnnJNn7bd8+XKKx+PbtcnsbCl31113bdcms3MTKMm2bduooqKCANATTzzhLbcsi84///xdssmsr68veq4HH3yQgPyGT3/+858JAB1yyCHU3t7uLd+wYQPtt99+3vmD58lms6TrOtXU1BRt0mSaJk2YMIEURaFbbrkl797K/Z966in65JNPio6zM5dcconnNBQc4+eff041NTUEgJ5//vm8fXbXRaesrIw++OADb3l7ezsdd9xxBOT77hNtvykVEdGtt95KgPDQ37Jli7d848aN3j3+7W9/261jHnvssQSAfvazn+VZhhIJa9OXXnqJ3njjDW/Zzn4m5Hk7309JV/d1Zz9LRDv/f3UoIu/D9l6d34t0Ok2LFy+m7373u1RaWkrhcJjGjh1L3//+9+nee++lxsbGgvPYtk333nsvHXTQQRSLxSgej9PUqVPpkUce2UNXyjA7Dwt8hunHPP744wSAJk6cWOARf9555xW119ser7zyitdAqKGhgebPn08nnXRSl42u5PL6+no666yz6Nhjj/Wa8xSzcQw2ujr44INpwYIFXkOueDzeZaOrrgQ+EdGTTz5JqqoSIBozLViwgBoaGnar0VUxiommbDZLEydOJABUU1NDp59+Os2ePZtisRhNnTqVpk6dWvQ8J598sve+LVy4kC644AL6wx/+4K1fuXKlZw9ZW1tLM2fOpDPOOIMOP/xwKi8vJwDdajxFlN/oavjw4XTGGWfQiSeeSJFIpGBiKNldgS8bXc2cOZPmz5/vTSQmTpyYJ4iJdizwLcvy/OvLyspo7ty5dOqpp3r/T0899dSdanQ1adIkAkAVFRV0zDHH0JlnnknTpk3L87sPsjOfiaeeesqzvJw3bx5dcMEFdMEFF+zwvu7KZ4kFPsMwuwMLfIbpp6xbt47Ky8vJMAz68MMPC9a3tbV53TGfffbZbh931apV9KMf/Yjq6+vJMAyqqqqi7373u3TzzTcXTCK2bt1KV199NTU0NJBhGFReXk7f//736aWXXury+J9++iktWLCARowYQbquU21tLZ199tn02WefFWzbHYFPJJpNTZ8+nWKxGJWXl9PJJ59MK1as6FJQ9ZTAJxJ++xdffDGNHTuWwuEwjRs3jq699lpKpVJdnmfz5s20cOFCqqmp8URc52tsbm6m66+/niZPnkzxeJxisRg1NDTQKaecQg8++GBBBHp7tLe30w033ED7778/hcNhKi0tpWnTpuU1BwuyuwLfcRy67bbbaMKECRQOh6m2tpYuueQSam5uLthnRwKfSDzVuOuuu7wIaSwWo0MOOYTuvffeok9B5DFfe+21gnW7EqHdmc/EHXfc4d1nGSWWbO++7uxniQU+wzC7g0K0E/YPDMMwzJBl7NixWLt27U65BvUGZ555Jv70pz/hv/7rvwr89hmGYRgusmUYhmEGELZt46OPPoKiKNu1w2QYhhnKsMBnGIZhBgQ//vGPMXnyZHzxxReYOXMmKisr+3pIDMMw/RL2wWcYhmEGBH/6058AAPPnz8c999zTx6NhGIbpv3AOPsMwDMMwDMMMIjhFh2EYhmEYhmEGESzwGYZhGIZhGGYQwQKfYRimCK+99hoURcl7JZPJvh5Wn7NkyZKC+8IwDMP0L7jIlmEYZjs0NDRg2rRpAADDMPp4NPkoioL6+nqsWbNmj51zzJgxWLRoEQDgySefRCqV2mPnZhiGYboHC3yGYZjtMG3aNDz00EN9PYx+w5QpU7z78dprr7HAZxiG6Ydwig7DMAzDMAzDDCJY4DMMw+wCiqJg7NixsCwLN910E8aPH49oNIr99tsPDz74oLfdK6+8gqOPPhqJRALDhg3DOeecg6ampqLHzOVyuOuuu3DooYeitLQU8Xgchx12GB544AEEHY0feughL/d97dq1efnwRx11VN4x29vbceONN+LAAw9ELBZDIpHAjBkzsGTJkoLzr1mzxjtGa2srrr76auy1117QdR0/+9nPdvueMQzDMHsGTtFhGIbZDebPn4+lS5fiiCOOQENDA5YtW4bzzz8fAFBaWooFCxZg8uTJOP744/HOO+/g0UcfxerVq/H666/nFaimUinMmjULb7zxBqqqqjBt2jSoqoq33noLF154Id5991387ne/AwCMHz8eixYtwsMPP4x4PI558+Z5x5kwYYL38+bNm3HMMcfgH//4B+rq6nD88ccjnU7jrbfewty5c3HzzTfjF7/4RcE1dXR0YMaMGVi7di1mzJiBKVOmYNiwYb11CxmGYZiehhiGYZgCXn31VQJAixYtKroeAAGgAw44gNavX+8tf+WVVwgA1dbWUmVlJT355JPeum3bttHEiRMJAL3yyit5x7v44osJAC1cuJDa2tq85Vu2bKHvfve7BICef/75gjHU19d3eQ2zZs0iAHTNNddQLpfzlq9atYoaGhpI0zT6+OOPveWrV6/2ruuII46glpaW7d0iqq+vJ/4zwjAM0//gFB2GYZjd4O6778aoUaO8348++mhMmTIFGzduxOzZs3H66ad76xKJBH70ox8BAJYtW+Yt37JlC+6//37stdde+P3vf4+SkhJvXXV1Nf793/8dALx/u8NHH32Ev/71r5g6dSpuueUW6LrurRs3bhxuv/122LaN+++/v8vrKi8v7/b5GIZhmP4DC3yGYZhdxDAMzJgxo2D5uHHjAADHH398wbqGhgYAwMaNG71ly5Ytg2maOOGEExAOhwv2mTx5MkpLS/Huu+92e2x/+9vfAABz5swp6lUvrT+LHbO2thaHHHJIt8/FMAzD9C9Y4DMMw+wiNTU1UNXCr9F4PA4AqKur63JdNpv1lkkf+3/7t38raCIlX21tbdi6dWu3xyaPee211xY9XlVVFQAUPeaYMWO6fR6GYRim/8FFtgzDMLvIjrq4drfLq23bAICDDjoIkyZN2u1xBY85ffp074lCMaTQDxKJRHpkDAzDMEzfwAKfYRimj5E5/EcddRQWL17co8ecN28eLr/88h45JsMwDDMw4BQdhmGYPuboo4+Gpml4/vnnvch7d9B1HZZlFV133HHHAUBRv3uGYRhmcMMCn2EYpo+pq6vDueeeiy+//BILFy4smhe/fPlyvPjii3nLRo4cic2bNyOZTBZsf/jhh+PYY4/Fq6++iiuvvBLt7e156x3Hwcsvv4w333yzR6+FYRiG6XtY4DMMw/QD7r77bhx99NF4/PHHMW7cOBx55JE466yzcNRRR2HUqFH43ve+h5dffjlvn1NOOQWWZWHKlCk4++yzceGFF+LWW2/11v/xj3/EpEmTcOedd6K+vh7HHnsszjrrLEyfPh01NTWYOXMm3nvvvT19qQzDMEwvwzn4DMMw/YBYLIaXX34ZDz/8MB599FF88skneOeddzB8+HA0NDTgiiuuwIIFC/L2ufnmm0FEePbZZ/HEE0/AsizMmDEDP//5zwEAI0aMwNtvv43f/e53eOKJJ/Duu+8il8uhtrYWBx10EObMmYP58+f3xeUyDMMwvYhCRNTXg2AYhulvvPbaazj66KOxaNEiPPTQQ309nH7J2LFjsXbtWvCfEYZhmP4FR/AZhmG2w5tvvolzzz0XAHDfffchFov17YD6mA8++AB33303gOIe+gzDMEzfwwKfYRhmO6xatQqrVq0CANx5551DXuCvW7cODz/8cF8Pg2EYhtkOnKLDMAzDMAzDMIMIdtFhGIZhGIZhmEEEC3yGYRiGYRiGGUSwwGcYhmEYhmGYQQQLfIZhGIZhGIYZRLDAZxiGYRiGYZhBBAt8hmEYhmEYhhlEsMBnGIZhGIZhmEEEC3yGYRiGYRiGGUSwwGcYhmEYhmGYQQQLfIZhGIZhGIYZRLDAZxiGYRiGYZhBBAt8hmEYhmEYhhlEsMBnGIZhGIZhmEEEC3yGYRiGYRiGGUSwwGcYhmEYhmGYQcT/B3/vUL81pafxAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(5, 4), dpi=150)\n", "# ax.set_aspect(\"equal\")\n", "# season.plot(cmap=\"precip2_17lev\", ax=ax)\n", "season.plot(cmap=\"WhiteBlueGreenYellowRed\", ax=ax)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "656dfa1b-115d-41fe-beef-f2769c1720a6", "metadata": {}, "source": [ "So far we haven't used the [Crameri](https://www.fabiocrameri.ch/colourmaps/) library (despite we keep uploading it every time).\n", "It is designed to be color-blind safe.\n", "Let's have a look at it... throughout some not-that-fancy Numpy-plot." ] }, { "cell_type": "code", "execution_count": 11, "id": "77665ee4-c643-491d-9858-d9e6bada37a6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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mtLU23ZaRTYt9uwjYMnzp0aPHm4s+iPfo8QSxf/2bAOhc79noBt2saF0fvGkqZJKSFFbwJXa/tWpI4xwZ2a/w9u8szhCRJEkHaFdCtyX4+4HQpqpFMFgRTtzF978Bmuos/C3jAtUs7X6ahk63GN2iVWXnyyEsEsAuStr64k04Wj169HgYfU+8R48nhPnJ79Lpxs6Jx7nzBndl62zAupwzHh+58roVdjGtDcptvSaOE1KdUbYlRZyhO0NrFHk6IM+HVgxGazuW1tYkxRitGiLXM9ftkiQbY9SG0ObhVdo84c3vo25XSKcEJ2RiA7dLBTqj0e3K/t1pkmzvMR7NHj3+cKIP4j16PAGsL16Fznp9y2RoZ8R1i0xHZKNLiDjj6WIc/MDjbICqreKaaRuSbEBajDFGMxlfYrk6R0SSwcD2rOPM6qmLJEXV66Dg5jP6pJiS5PsAiDinrc7Jhld29tGPmUWRRLcr533eYvSMOB2gTWOZ7d2uXKzRLV2nubj/CfaufN3jOJw9evyhRR/Ee/R4AvhCBDCjSkScEYl1CLgeMk4xbU06miLqFNM2TPavAXBQjFkvTkndc2RWIERsR8FcNi7TgkjIYDmqVRV00pN8PywYtCqt25oL4Mb5nqtmjtENMhntPNfoFjodZGSNsS2BHj16vPnog3iPHk8ARrcQSXSzRCbDoKHue8zpYJ8un1j/cKNsD1vGqHJJJCVJMabLbNBtVjPS4ZR8etluI8kCCQ5AO9GXpBjb3/kYIVOSbBzIbWAz7zgdIePC9bXnRELQ6Zb17FWSfM8S69bH5OPrRCKlc1m3VpUN+M7nvOs0ui05v/Px0Pfv0aPHG48+iPfo8ZhRl8dEQqDrJdLNX4MjhFUXxNkIoxuM2hDNRJyi6zXJaGpNTYSkLRcAFAfXkXFqyW6ubO7V2XS9ttn7cGrvHx/Z7bqAG/s58UgGVrovo8fpkNXZC4i4QCYFui1pVqcU06dsr9w0ltwm7MJDt6swctYZ7crwPVO9R483E30Q79HjMcMS2IydD9cNXSTpMHSmccIvDbqxwS8SEt2srFRqNkB6TfR8TDLcx6gamQ5tiVxIjNHIOKNZn5MM9oNwS704ZXDpaZJ8U6KXcU6nW6K4CI/zEqtCpui2JBtepq0XzO/+LoODZzBGU83vUUytaUsUSbSq0M4kxS8+4myEbktk0tuY9ujxZqIfMevR4zGiWt0Pf4eRLNPQmYa2smNZXed701Y6VTjFtkjExPmEdOTsQ+OMOJ9gVE06mJIUU9LBFBGnFNPrlnxWr4mLcXAyi4QkGx2R5lNwhievp7YWRRIhU2QyRMY506e+jvNXfhPAVgpUiarnTsWtxKiG1ekr6KYMwVzEKapecn7n4wDM7v0GF/c/8WYd2h49/lCiz8R79HiMkG5My/eN2/IiZK1CplZWdauM7gO9TAfu+RkiThEyJc5GiDgNQdjoJmiel7NbpMNDBofvQDVrmtWMfHLFZsZuPlzGeXBRg0elUyMhkaLAmIa2Omdy/f1EIubi1ieZPvP1Yd/Ws1sIIZHpIPTw42xkt5va7Zzf+XjIypfnzzPaf8+beJR79PjDgz4T79HjMcP3wI2y5fNq8QCjbFBfn98kEpJ6eYJwwTV2piUyzmzgliki9kG8sD3rdEhS7LtZ7pLhpefcvPkIGafke1eIHaEtzae2FO62r9tyR+hlW3FNNUuESJHpkHRoPcbH197P8vgFjG6o5netJWpjx986o0jySdi2TApbok8KIpEGs5X5ye8+lmPdo8dXOvog3qPHY0SS7TlSmKYtZxjdkA6mREKiqgXZ6BKRkKSDfdpqgYxTVza3vWxfageIROqy6QQZ5+EnKfZt4E1sr1umAyIRo5sSEdtM3GfdkZCBke6Dt2en67YMf6t6Tmc02eiIOBsxufoBIiE5ef7fYVRNuzpnceezjlRnKwW+P+5fE3yZ3nqWl4ubrGYvPYFPoUePrxz05fQePR4zus73jDN0s8Z47fHBdKecng72bblc2P50lEnifI9ON8h06MhxyVY5vbUB26msRTJFYEvy+fgyIk4xqiQSB2FfdGvHyvxs+DZkUtj+tpNX9UYtcTax8+DrM/ae/iD3P/1vkEnK/rNfg27WYd48HRyFbcXJ0Mm0JuE2m6Gnb9Zh7tHjDwX6TLxHj8cM5QKdUTXl+W3LMA/kNemy5wKZFs45zBmT5Hs2085tph0JQSRSS06TCXE2dl7fNlD6ES8v7gIQZxOa9Zmb7bZ9+K7TjwTwbUQyQSZDqvk9u29O5MVn+gfPfjX55JCzlz5hS/axDfZCJm7b9vFxOiASG8lWIolq5m/ace7R4w8D+iDeo8djxvjwfQA063Oyvavkkyuh1+2z7vDjMnEfFP1P12mSfEok7FfYC60ACJEG8RiZFKHfbcfGrJJaU57ax23ZiYLtgW/MTjx73lAv75MOD2irC5vxxznp8JJlwDs1uP13fDWRiFnc/SxAeFwkhO2Fi9RKzTpiXSQEaXHYm6X06PFloA/iPXo8IWSjo6Ce5jNwn3ULmSLTEUlxEErY0pHCiCRxNqatZrZ0rls3320z3nr9IEilbrTPyx2nsTgZopp5sBM1unGSqhthF9g4m0VChtK7tS6tMLpFxBnZ+JDi4AYisQIz42vvZ3nyIp2xz23rhduGCCIzYBceyt23Da1KtCqpy+M39wPo0eMrAH0Q79HjCSCUzJPNj4gL28d2bHMZ59A95DDmMlhVL0iLQ8CWyI1TT+s6HW4HNgYq28pwpnEBOA+ZuWpWm6zc6EBMs3PgG8vRyP2O04GbD7ez7EbV5JOrDPafJk5HllEf584BLQkBPRKCOBuH3niST9HtCtUud1nx7ZIoklTLO2/WR9Cjx1cE+iDeo8cTgC+X+7ntzujALo/DTHgexFYiIUIg18160/92t8m4IMkmgU0eRTKYkkRC0lYXoT9udLMpw7vSPGzkVn2/3Ad4Yxoit6/bs+QiLjBGE+cT4nxix8uKA0RcML78AYyqmN/7XcfGN6h6Ecr82/seZ5OwTR/I42TkiG/DN+0z6NHjKwF9EO/R4wlANUtXQk8DWc0H8SiSlrjmyGphJMzplQtXNt/G9px3p1tb8m7LUEr3PXevaR6epyo6Y3YCdludb223DYHXw0utVhe3Aagv7tEZRTa+TJwOyIZHyHRAWhwyvvx+Vqcvhm2pZm5tTV1mbisI5WaBspWNB/e0dvllHesePb6S0QfxHj0eI6rVfeYnvxsy0UgIO+edDgLLHLAlZ5E6HXN3u7P67ExDp9tQQvd65x5eStX6kI/sCFlbkhT7RDIN5fnOGJvpdto6qekW3ayJhCXA+dfU7ZLq4rbtq3fastXjnKTYQwhJMtwP1YMokhhVIeMiPG5y5YNoVVHOXgsEPONK/zIuQvUA2HkfMraZv+ptTXv0+ILog3iPHo8Rxs1Ky6QI41cmENNsQJPJMIx+wUYO1TjbT6NbVLuyQTjOd7Jwn8UTSWQysiNoThzGqAogEOAiIcL2cHaiYHvmfhQMQDop1yTfA0DVi6DCZoymurhPsz4PZDhfAo8iSTZ09qgyYXTpvaxOXwzWpbpdoVW5YcFveaz7jLzrNPTZeI8eXxB9EO/R4zFChAAqQ3CUyXCTmbvg6MvewRO8We+wwsER1FxZejvI2ZG0ZtNLFynZ6AoizsmGR8H4pDPGbtcR0ABUM98E9WbtlNuWYbwscsx4T4IDEM5UJcn3wr4BQQUuyffDc8aX34/RLeuzVzC6pa1mtrzuFiLbqnFAyPxtCb+3Ne3R42H0QbxHj8eIfHgFwGXIIsiQbs+IWy/vURg389KpIdC6uertsrTYypytQMxkYxXqmN5CpBsf8GYNW8zxzhi7/UiiahvIIyGsKlxcUC8ekA6OEDIJGb0dORswPHqX2x/br9eqekTCNU5GTq89JU6GDA/fjW5XlLObtPUiBPLtRQAQRuhUu0S1S5rq7M39gHr0eJuhD+I9ejxGNNWZE2NpAnkt6Ji/jiWoz3Ztb9iajNhA31Iv74fgu12Khk1GHbmyeiihRzIEeB8wjW5pypNwv0yHocxuTIOqLkiHh+jWi8BYopt3UWurudVLf6if7eHflyfvCacAF6cTBvvPUs1vB3KdbleBWBeOi0zCIsWPuvXo0cOiD+I9ejxGpPkBWlU7o1Ne6MXD24luB+bQP1dl8PC2PWlLcgOCYIsfMWvKE7SqrNypTJzCmww9adWuaMpTu233mh4hwKsqqL75IC3inLZeoOqlWxQM7P67/rVfMPgS/2Y+3b0fJ0wj0wFCJoyP3k/XaVZnL4X5cdUu7WvKdKuXXwQhmL603qOHRR/Ee/R4zAhM7q3Zbw9vXuIRJFNd+d0HW+sWVtis2D1Ht6sgzqJVRVpcQsa5LYk7gptnh2tVsTp9KRicdI75brdtrJCLbjcLA6M3kqmdJk6GiDilvLhjfcSrhSXDbe3/9sy6VmVYQPhAbZ3WhqFiMJg+y+krH0O1K3Szdv3/zUidVmVY4PRBvEcPiz6I9+jxGFGXxyGI+vL4dkDaDuCe5OZvD31rNuS1SAhwgTuSiRVUcdahXsEtzsYhgPtgr6oL0sE0MMo7vVFUsz92cWEtU20Pvprfo1rcsdt3kq3W4nRNPrlmg/NDWXdndMiot7HNvE/yqRWUEYKDZ/4oUSRZnb248zhjmi84itajx5uBi/ufYHH6OarVfdr64i3Lx+itSHv0eIzwpWG8gclW5uq1zrf9vH0mG4hmW+NklgA3sRKq3rlMCJr1aVBB84x3rUqSbI+2tMG9LWekw0MbXCNJJEC3y5Dp67ZESLc/aUGznlHsXUMmIycAo52/+KEN9NWFlYv1I3NCE3V+Fv5RIZeHKxDZ4HLow3emYXz5g697/F6PN9CjxxuJu5/7GdLBNJBNPXw7x9+2TSZ9kuiDeI8ejxGdMdZX2411PWwDuj0f7v82uglz3LaE3gRjE+WU1lI5tQIwug365tK9RiQksRzRrE9Q7QqjStKh1Vf3vuS+L+7L3d7wRFUL2mqBiDOa1RnpEIxy99VL2mpONrrkfNBLWmy7oK3WJPkUusr5j28Y9KqZI+Lczsy7UrlxPAEZS7ouQbcrK0DT6UcC98NjaD16vFG4+7mfQQiJbkpEYds9XqLYyxF7TYem2WTmXsXQewQ8TvTl9B49HhOq5Z1N0NoijgEhs23WJ+FvW7ZeBUlUH5R9qVo1yzCi5kv0/nH+7zidBMWzevWAZnXC8tiWqmU6wqjKkuWMpllb1zBVz8Oom0e7Pkc1a4xq0G1JW87QqqZdndNWC+Js22DFBHLbwxKxXafDbdv3bf8dRRIR51ZbPi7C+wcbwH3w7vviPd5oCCFp1ufBnMi3sYyxvJAk29vhetjvXxoC+OtJIr/Z6DPxHj0eE6KtGetA7opzVLMiTi1bPc4mqHZpLxTOQ7wTgraaATZAG1eCtxKnztQkajHePCSbBKnWpjwlyaesL16jWZ+xvP882d5VVL10+5GimmXQVffb8LakbbWgM4p0dCk4lpUXd4hETLs+R2YDhJCIOHUZt/MxTwfhImftTiun576y3uIuu26rmc3YYSfr3hlRc/Ptfn/b6jzI0/bo8UZCpgN8kdzohiSfopo5cTohiq15kFUZdEY+Qti2kRB05gtv981En4n36PEY4IlZQBBh8f1w6QJ5Z7T7bcKoWNdpOt0SJ0PLCJcJkRDoxo5gtdWF/V2e2T62e404sWVyn6W35RlttaBenCLjlGx0hExHREKS5HsImRJno02wjG0mko8vU0xvkORjstEle9vkihV5ufROIhEj00GYRfc68EKkG2U5N3oGVp1uu5foAzgQWPK+iuAz7baahUzI7ltOnIx6KdYebyhufeofsTp5GePUEv13KS0OiYQILSzhvAWAMN7pETgvjxF9Jt6jx2PChrFtdpbPTXlKWhzujF9tj3x57+9ICHDkdZmO0M4JzfeuwQnBCBnK7JFIadYP6DpNfXGPwaWnSYppKPt1xiq6ibggcvsTYRcaurHZuJApzfoszIsb5RzIVEMxve5eNwll9LaaESfDnVl4EQhvYmcBs82Y94+3Y3Ebe9TtQO/f48Ncgh49vlwU0+tuVDIOATvY5SYjm4E7jomMc3S72pIgtt/VYvz0Y9/vPhPv0eMxYDuAb3/pgRDAgZB9az9+5srPqpnvKrt1dvRLNyXz259GqwYRZ1a61TmfbQK1Rjcl6fgSyWDflgSbVXBR2/bz9tvvjCFyJXbbx7Y9clUvQ1m9reYbjXc/CqZbknwaiHs+Y9Htyo7EbfuRu2D8sG94IPY5FzcPY5rQ3+/74T3eSDx48Rcw7jtkW0Mje766qplql24xexpkiZN8aqtHfnH6hNjqfRDv0eMxwZeJm9XxJuN2Qd2Xkv1tIs531M+kY3MTeskXqGZNsz5HJBm6WWFUjZBpKNd3zr/b6IZydjsEXx88VT13pXtXEnxoIeH/120Zsm/VrFmfvkZbzYnTgZsVdyVGVQW99bCNMB6XPjLn7vdle4wHNiVJvVWa1M2azpjAHbDHaVdqtkeP3y/O73yc2b3fQKYFqlnTVgs3aWFJap0x1OsHgD3f0sHhzkinn6Do3Gjkk0AfxHv0eEzwATmfXKfrNE15unN/yLTdSAuRhEhuSG3bUq2RxKiazij3nJjy/Db18hjdrKiWd2nrBeXsJuvzm7bsXq/tc9wMumqWqPpiJzvWzdI5mC1t1r09l64aZJyRDPdpV+dU8/uoZu0CsQjvb+N7bvXQ7f8b5u7DOu+b91OFrNyXLLf74LBh8XfGPBL8e/T4/WB+/CnblmpLdFPaczsfu2pWGoJ1NrgcKkKqWZHk0+A86NF1+omU0qEP4j16PDZsk7bAltF91uyzYX9hCGpsEC4aPjv2JeokH9MZTT0/oV2dk46PQpC2SmtnGFUze/WTOwGvmt9HNyX10i4i2vJsi3jmFOKMRiaFFZzZynhVs0aVcyIZI+IUGWdB/nVHRtYFbrAl9rZehNcwqgplcY9ISOJssqMUB5bU5lXkdh6bDoMEa48evx/Mjz/F4vRzqHpJef6qEyuauxHKOjwujHRujXVuV8zAiSltkTifBPog3qPHY4AnysTpwIqcOAczj3Rw+Eg2CgRZVX8xUe0qlNTr5Ylllxc2e9i+AHVGsz6/SXl+m3x6BVUuSMdHVpO8WYcL1vr8JgCqXm5luTrMyNryfOr2xb6uasrwGtotGrzzmN9Hq7xmnGf4uSW+PcQFeDiQ+z63f00hU7LhZWtj6pzfkmyPOBn1AbzH7xv3n/85Lu5/Iuj7y6QgKaYY1QQ/A+PaQ1HkK0Fmh/OR5NPwfRAyDVyP4fRdT+pt9ez0Hj0eB5Jsj7a2fWy2ynDbsqTGNMhkaP2429WGlb1VNd4w1huSwT7t+tyWylWDurjvtqMxToilmj1gcPQ0cT5GVXOa1QyAZjVjcPgMkZBUiwd2caEbl+WOAomtrRYk+Zi2WtjXaVakwynl2R2Gl99py4+RJM73N+NpIkW1q+BV7vfb7nsT5sT9DLnd/zIwgL28pecK+CrEkypX9nh74uzWx9ziVCHTAdn48o6HgG8VaVUjxMaNTyYFqlmGhbU/D2HT0grKio5k+iTRB/EePR4T7Ez21H7pHfEsiougbe5nn/28NYCqFzvSpACqugj9aR1nrO6/gkhS4mKMKueuV65Zn91heOlp1+PLAuMdwLQ1zeIY1ZQMDp+hmt9jcPBMyMBtz3xNeX4befRO4nRgL3ZxhqoWFAfX6YyirRZko6thu35MTnZ2BMdfKE2QSs3pdIvWa+JsbJ+jN+NiPoB7URcR58i46MfJenxBLM+f3yFNGlWGylK9PKYzmsHBM7YkHjthFq13CJv18sTqG7gJDxvI1yR5ar+DMglcDY9QYn+CpXToy+k9ejw2+HK5Vy9LtrLXOLXl4e1g1XUa6cp8nbHiL/XyXhj5Us2a8uw2cTFCxK7El2Toes3i7gu05ZJmNSMSMmThqlzQaYXM3Ha1olkcI9MB9fLEjq21pSWtVXPS4TS4rXmIOKUtF8h06IwiNm2BYGfqLqiqXrI+v+VK6Y0dE2tXGNPYkvtDWYzPxK272T5ZcdQH8B5fFN40h06HBW7nqlEyHRLnzgxoy4rXqNIpEs5plifE+SS0kjx8Br59fnvtdNiMTTbrk8f7hh9Cn4n36PGYYHRDPr62I2Qi48LZiu5ePHb6x+7vKJKkwyN0s6Rc3rWldBm7hyia+SnN/BSRpJi2YXBw7ZEsvNN2Zlw3JUpIsrE1QmlX58TFhHp5YrPtco5qSor964g4s49Zn9sLnVZk40vIOCXJ99xFdEU6uIyQVrwGVyrvjCbJx6h6SZzZhUok0k2pvZNE8e7seB+0e/xeMT/5XRu866UVJopTVL2kXp6gmzUiTimmNwA/2WAz77a8wKiaOB2gnLSwUTX55Ep4bJLZVpGfFfdGQh6RTOiUJs72Hv8b30IfxHv0eEyQSeEuCn6UbMPE3syIa7fCNxuVNgSCjXypn602bU2cFlQXdo41GU1R5QJVr8mnl5HZgHQ43QjNaIXMivC/zAa05YJ0tA+AKueOrNZg2hqZDYhETDY8RLflzoKgXtjyoyXBJWjTWHcykZLkU+rVg1DSlGmB9yVPij0E4OltQhKMXgDy4ZU3/4Po8bbFrU/9I2Q6oNi7FgKr53J4Hodq1mEhasDNfG8Imr7F06zPifMJMh1gVI1pa1YnLzO89E7ibERbL4giSTY8sloHW9/d7UX2k5oP9+jL6T16PCE8bLHZGY1x89TeqtNje05aNUvidMDg8BkAsvGh64db6dXV2V2MalClFa4oz27TrGYY1bA+u0uznG32QcZUs/s0S8suX95/hfL0TlgAZCObqUdC2ln0s9usj2+SjS9ZIpC7MCb5lDidhNKjbkvizJb5fd/RL2J8RuTH7To3j/ulAvji9HO//4Pc4ysCpzd/jRc/+v8iyceBTOkD90YN0RE61+eWzJYNSAb7bnLD2vd62eBISGQ6pF2f067OLUO9mJAM9jcVpGxMkk+tJHCcbxbdW6OS8KhT3+NGn4n36PGYIESKcav27b93zE6MCd7h0pmYyDjHmIZIpCxPXiTJJ7b8ZzTZ3lWbRagaVS5o1wsG08tBsKLTijgboFVDs5yRDae05YJ6fkpS2NdPJzZQ14vTkIkLd5ED29eWaWEV4ZKM0dQGW29BKh3b3I6RCVS1IhtdsdKuQqKbNbET0VCNLXtibG9dq2qjRgc01dkOI72tZtY0RSbE6YBycbNnqb9NsZq9RFudU+w9EyYR4nRkg6+244PbuPnb/ysAxfQGullj2hqtGpJiim5tT9uoZqeK5fkbizufozi4TiRiOjNwMqo2OJcXd2xlaGXVDkWSoWq7/XR8KeyP0S1yy0EP2Hkt6cZFAdYXrwIw2HvHm3sQXwd9EO/R4zFCiDQEbD87DpvynLc9DMxtY4JfsfX+rt1IVh1kT3WzplnN0G1NvZoxvvKszUIKvw07xpVPL6ObMtwuEptFt6sZ2fjQkd1OSYd7pONLZKPDkD370jhANbvP4NIzJPk4iMNoVdkeoV906Da8v2x8OeyHL2kCqPrCPlemiLhAtc9bvfR0sCVoM909Pu0K6AP52wXndz6OTEeO16GDTv+2gY0ni1XLO6xnr1ItHtgFY5w5IZYF7fqcpBijm1U451SztJMdTRkqPl4rwVaOJOlgP5A+PTqjrUa6C96d0VSz+wwvPW0Xw82afHI1ENvibLwZA3ULbu8vYHRrNR+EeGIZeV9O79HjMcPPSIdZU3+7ENa32KmTCZEGrXAvljI8fGfIvD1DvTMqZBnF9DKqttlIWy4oz+6g6jXtaoZuSprljNXZHbSqaZYzmqVlr7flAlUuSIox2eQS2ejSjshLsz4P202KcRhj86YPST7dEasxuiUp9onzPWvIEhc7wjFdp9m//k12kSA28+Veez1yFqr16njH0lTG+Y7qXY+3Lk5e/deAVQSsl8du4do6nf2NYFBY2EWSOBuR5OPAvfCBvJrdZ3j0LgYHtoXkhYjs4k7RrGeoZk0kYprVjHx6xU1cHO+OhXWOaFnNacsFul47oubhzr7bsrvzAug2IkjeitTf5x0GnyT6IN6jxxOCaqwftu3ZVe5vEdy7PGs9EjJcAH3QTwf7NOtZ0ESv5yfMT27RlktbPq83Y2E280hR9ZqkGFNML+/c1yxnjnWuEUmKdCQgb0PqS4dJMaZ1YjF+v7ftU2Grd99puwhJhsg4tz/pkMgF8iiSnN/5eNBnN6qkrc5DxcE7Q3mFu869d5+Rr2YvsZq99KZ9Nj3+4Hj1N/5n7j//c4ANhnE6IhtfJcn3yZ2mgM/CrRRxGSovtoVkz/nYtY3K89vsP/sN1l0sHdFWF4FbYbPwDKNqdLOyioTu3LeGJfuhguR745GIw/8A5dld6sUp67M74bnN6iyIMnXGWD/7bkNA3fEB6DQizsmKozf3wH4B9EG8R48nBBkXVMu7ACT5/k7w3im1m63So7totdXC9gldRnx65wXG+9dIihFxMUa6QC7TgrZc0DrSW1suEGLTRdOqQbkMXWZ2REckVvACV0b3fW1dr6nmp8xufgbYzN16Ep71Wt69pHiRDKPbIGKj29Lty0VYqARRGBesVbuRZPUXUF+m9xanRrd2xKjHG4rzOx/n4v4nmN37jd/3c2/+9v8aytf+/FidvUrnzufXM7+RcYFMhjTlKVEkbSnbaGInvjI4fCYsKK1g0l7w9RZxSjW/FxazQMjCZTrAGL0jcuRL8SLOEO7cS4oxcTYgzgY0q1lQQTSqDBwV2HLXa1eo2n7/vOnPwyTVx4m+J96jxxOCViXF+KnwfyRtH0+35Ub8RTgTkuAEloZ+n0wHrI5fBmB6eINkMCYZ2jGztlwg4wzT7o6/+NJ5tZVRD6aXMW1jn5NklGclxfRGMEDxFz6A4aWngqCMtz21+76xVgVr7uJL40BQqosdWa8zDUmxFwK6UY1ls3ur0i1TGPGQjWnnRoo6Y9nGJ6/+azqjOXrnn/zyP5Q/pJjd+w1EXKAbp6Ev7LE+vflrqGrBlff8GQBe+63/D+uTm2TjQxsg6zUyG1hS2Gg/BE+bHdvPaXTJ6op7uV2PUKb25jtupNJm7wPaak55fofJtfeH5zTrs1BGFzINHuAe9fzEjVUqZJzRGUWcj1mdvszo6DmAoDwokixk6XExRsYpWjWBhOn3USuNcNm2cdwPsS2d7EruTwp9Jt6jxxNCku2F3uB29h2no9A39/f5jDcSknLm2LXrc7LxIZ1WFAfXAEK5O3aKbJZ126Br9zpuoZBkA2ScIeOMtlxijEYmGZ3W5HuXXQ/cCrSEOVyj7UVTSNLx0U4p3aiK4GQmk02JPfiHby41Ms7D3LlnGMu0oF6dYlRjA4nLtu0M+RztMn2jyjAqpNuStrygrRbM7372zf2wvoKxPH8e4So9vo0ChAWWiDPufu5nuPWpf4Su12Tjw0AIS4qxPR9G+2GBKZwZTzW/5wJ5+kjfOPTEtzzsfaUFoDOK9clrdnwy2ygSpoMDZFJYeWBXdgc2YkZGE8n4oftKhofvtOz1ehnIoSJOHaGzQNdrtGrIxoekA6ub4L9/dnGx6dt7GN/6cUJMTwp9EO/R4wnBB2ofpDeykE3QU/cEOGPsbapaOLKP2lV5M5q4GNPpLaKctMYo/qdeXtif1Yzyod42EObHy7O7NpPZIp2V53fs2Fk2QCRZUGvzLF0vTOMvpka3ttyvW+rl3UBWI7La1UmxH147KfYCy17VS6vbXl048Y75Zq7cCcIY3VBe3KUtL6iXJ1Tnt3d69T1+b6iWd1hfvBrGA2FzLgAbcRRVo5u1/ayG++ExcqsqJOI0kNAiEWNcPzodHgS7XbstN1stUjfX7bQCtt3t6iUizsgml4KWObBTEfIwqkZVi2Dsk7vxx2x0KYybyXTzPK1qknyCUbXVTjCadDilOLhOnBZuJE27hUOxE5w9mU3VtjUl4hzVrkI/v3XTFo8bfRDv0eMJws/GPjxyA5tMwM/QxtkYrRo6o1CVvZBs24cCxMWIZjmjXS9CUPascq1q6mpBVS0RQlKuZ7TNmsb1y5tywersDsaocFH0OtT5nr04mtay4uN8HBydfDYCOBU3Y3vWpmF58nnrBuUIe9YbPLWkNzdu5N9HOthHqxqjGtpyFgK6/1GN+7+xHufHn/s1yrPbzG5+hmQ4fcM/m69kVMs7IQv+YlmkJzVmo0uhbK1VE3gTIsnsws4FcMvXmKObNenwEJmMQi/cV2nCtl2J2gfBpjxFt6swDdGsZhR719FtiYiLwJvYRiRi4nyMaWurc6AVyWAfEWfOlWzTMTa6IcnHdEZRXdxHuKpBs5pZjwEZh/dopykSW0GKJG01C4uCOBtDp6mXd0ndCGS9Ov4yPo0vD31PvEePtwiMbpBxQZofPBLIAetyVs0B2/vLJpdoVrNgZtLMTzFGEUkZMnIhJHE2cApUtoSuVU3TlDRttbmQuUA+vvQ0tRvRWZ29SpKPw0jbphc/DD17YMukxfa6vVzl+uwlxpc/EEqRMikwdRPIQCj7/rQuQ/9dVXPEYN+W7ivb11fNOrioATTOR10mGc1qZqVnZ/d5/l//JOlon3f8kR96kz6hrwwsTj/njqcV2rGjWWIr2Mrg8iVkGlTRpAvUSTG2/Akny+vleP25JeNdeVMgcCEe7h8HVUIX0OvlfcrZHSIhGR690856ZwcYVYaevUwKOq3D+RinA7LJJcAKCMktYp2I01DlkmKzEMjGl6xSm9Fkk0uBYxIJO+YWRRLdrhByCmzpFTiim12AFLT1gnp5DyFTq/D2BHTU+0y8R48nDOEy023jD2+/6U1SPOJ8QlsuyCaXaMtFKDWuj28ChN63Vl9cz9kYg9LKBvDGPictxlSLU4rpZdrVjGZxbEU0tghMxcGNUNYGIJJb/ciGtprR6YblyfOMjt6HiHPidBjeQ5LtuYuvsCNk2SSUbVWzJvUB3C0cytltmznN76FchlfPT1if3OTBq5/m9M4L3L71aUzrnKva+sv5KL7iMT/+VCidx8mQKJJBcc/bxXpsl6+9JoGMU0xbU+zfCFmuUXUgkbVrGxiL6VMkxUEI2H62f1tK2KgqSAyDbcF4Bvr65LXg7x1EYjq9s09GN3ZhaDTp6BLJYJ84n4Rsers1sL2g8N8NLy3sFwOJczuLs5Ft+TjtAzw/wzml+fcUpwN0u2Rx97Osz28+Mf2CPoj36PGEoB+6aD78P2zmaT25LB1MQybk0a5mJINx+N9mE7v9w0hI6tK6NSnVEMcJaZJhjCbPbVZtR7009fwUANWUYR43LsZ2/GZ1Tj656ua9tywamzVtNSMSKevZLSZXPgAQArh05dBAlhIpkUgxuiXO9pBJQTqYhv1Q1YLq4j6dVpTnd6zkZm2NV9Zndzm7/XnO12d8ZvYyJ/Wc8+PXWJ3cYnVyk0////7aH+jz+ErG/PhTYWTMkgXdPHR5GkiHMh2GqonPXoEQWNPBFBFnDI/eFfrh6WDfng9CWv/twT7Z8BBcn91XXfxvsTWStU12M7ql0w1teUF1cZ/h5Xe5Pnth9yuyI49+7FFIy8kAyIaHVj0wTp2uQB0ycCFTm51vaR54/XU/kibizBqmNGuy4SHR60it7pLujFMkbFkev0i9OCUd7If20uNGH8R79HhCkHERxC78/w9DOza2RzW/T5xPMK0tb3tCl+97y63gHQlJW2+UsextMXGcIoQkz4akaYFSDWkxRrc12WiPti7RziHNMsJtnzodTkmGziBia5+MczADWDz4LJMrH0DGOdnw8iPVhUjIEBSETKzdoxAhYEQiDqV7GadUFw9Q5YJ6ccr89udZ3X+FajXj/sVdbtbn3FNLNB3resH52W3WswdU8zN+6x//t1/ux/MVg9XspVASN7pxVZ+ctl4gXTa+PQ2xDT/y6P+2gTUNPWcfIAFUtSAbHoZy9Ga6YreE3lazHVb69vigVjbLL/bstEWcDO2Cz28rko5waQNynO8FtrpMB8iksCNi0Wa/fVtAt2VgrRujyfdvkI2OkOmA2DmjWfnWjWe4alchw/aBXKsK3a6ol/epLu7bxczwgDgdvu5C/M1G3xPv0eMJwpYzN4S2hwO5/1+1Vie6mF6nnN0hn15hfXJz63GbWVldl0EXXasamaQYrUnSAeV6RtWsGbmsF2DgJCdlsjtXXi9OyfZmVsvc6bOPjt7ppDH3LVu+mWNUxezWJ4jzSZgJlsnwdRcl2wsXn10JkWKidmcsyFqX2naBqtcsTm7ZMrvR3Lq4wyvNOYaOJJJUpmXerhl2huaiJk8HO3O8byeodkmcjL70A3+PWJ4/76YH/AiZZ6ELkmy7eiNcn1kAKdBYv1hB8IH3I1p+NNAH7/LiDgD55IodBXMTCMBmemFLRyDJp6GUHkWSDhNEfOqLe4zdXHhSHFhXPz/e5fbTEyK9DoH2ZXWna+75FUmxF4K+R5yNaFan4fsi08I+buu8S9yIGdhFBGzaAT4r77qEcnYLVS6Ii/EOCfVxo8/Ee/R4C+D1Ari/XasyXNiNY6cDYXZW1evgcww2G4+E9T4uxoeBia5VTRynjAZTlGpI0gGZ6wkC5G5mdnRkBWgiIakvbC/a6ktfIs7Hbh5Y2NltY+iMZnzlfc4wZUiSTy35KGRXZQja/mIXJ6NQnvSkqjgbBeMLu/82x2hWFyjV0LQVr8xucrOZcaZLPnL/NqdqTd0pLlTJRbti2Zacr895sHzAL/+dH3zDP6c3C/OT30W1yzBO+OWOK6l2iWqXziJ2EErbkQuwIesOwacNP4Dz5V4+sl2bqdYhIw+fcbMmn1xDxMVOlWY74/aaAbpdbcSBtnQERFyQDPdJ8r0gJORV/iIhSPPp5v8wnimIsz2ru56OgsaC/+3fYyRSYl9+H18mGx3ZNoDL2G15v0CmI2vms32MYKctoJo5RrdU8/t0WruJjeKRBcPjQp+J9+jxFsDrBfCmOiPND3Zuy8bWenR5/DIyGyCzAXExpl3OMEYhRIwxCl2XGKOJMyuKMRwfotuadTlnb3qV3JWra1eOHx09vTNjbtqGaCipF6cMiwnJcN+ZUlgmubcIBTh7+dc5eOcfJSn2dzJwP+u+rZMdRZKmPHe98tyV4iuETDBKkhRTonppdbDrNc3SzrQvywvOmgUvNmforuPfX5yiDZRGca4rllFL2bUIBFkkiSOBrOZ85H/8M3zvX/65N+Mje0MxnL6Ttp4j440hSF0eh/E9Yxqa1UkIEkY37F//ptfdlh9X1Ftl4dhZu0ZbWS3OpUu4wChkQlsvHBPcqqFFkQRBUO7rOh3K1eAy13xCOtjf8CS2AnQUSdrq3AZol/lv6453zkAkToYY0TK5+tUhaxfOBCeKrA4Bbnv2TnY1ESJJ545L/DoM8UgIMASRGKMbpCiI8z063SDTYXAYFM6NL4p3j5VdcFgZ4fLiJuWZrUAMLj1D7CY0tqsGjwt9Jt6jx1sUDwf2bQZxUoyDpShYW9F0OCUuRiTFmHx6mWJ6maQYk46mJMWItBgzPbiBbu0YUCQlxfQy4yvPotuaSEonsJEyuvKsm5tNLWPcCX50RhFnE5J8GjKkg3f+UcAGCu+69oXeA0DiyqFeK9uoylmZpkHJLRKxk8/UCCGZt2tM1zHXNf9mdp/jpUAKaDrNXNeYzjDXNarT1J2mNIoH7YJ7zQX/6G9/5xv6ubxReOXjfzd4ZoM9HvX6wSOP831jXzJWzZJq8YC7n/uZ8BjVLp3m/HIzKub7us06ZL5+KsD+I8Octs9svVGNiDdCP9uQSRHGC1dnr9KsZ8TZiHxywy3ENpoBYDN86RZsyjG8O5ftA5vXlwkizkmycTDM8WV4r6PfdXojGOT96531rZAJcTZx/XLhSu1NWJx4oRb7mu69eUU2F8AjIdw5nbpxM7sdoyq3mJChf29Ug6rXrGcP3Ax9/rrn+uNAH8R79HiL4WGi2zZZJi1sSRvsrLgP5H5W/PXgMxZjNLptgiRrOpySDqeIOLWLgi3BFE8sU+WStpoj06HzZs52LtJCWAZxNrpGnE12WM2+HGvZ0LY823WapjxBNSvS4pCu06SDy2HcybcIRGy9niMhWZdzStPy+fqUM1WxqOFiWdDoiPO24UFbcrNd8ECtudnOea294Eyvud0uONcVL9Vn/L0f/7Y/+AfyJuCzv/A36YwmG1nnKxkXFOMbpMXDlpjtZrwJgnNXklu50zuf+QgPXvwFe9926XoLxeSGs7WdWE6CC46REJuKSuSZ6Bt1NVU7l72t8rRRdsLA6IZ0MA3kNg+v3OcZ3FbfvkW5hYKHVz2zPexhKI0b3e5Im3bGPHpMfFAVdjbbB2rhFgJ+ERBGxIA4nYTn2P0sdto7QiZo36ff6uf79xQqFdU55ewmzfqcV1/5BIPpZdKBrZZ5o57HjTckiP/Gb/wG/8P/8D/w/d///dy4cYMoisjzL+2x+r/8L/8L3/RN38RoNOLg4IDv+q7v4qMf/egXfc5HP/pRvuu7vouDgwNGoxHf9E3fxN//+3//jXgbPXo8dmzbG8KmN27Mpq+4vcLXqkJVCzvK4wQu0qEdO9u2XPQoZw+sCtoWYS2fHJJNDvHWjH4bQkhMW1vxCxkjswHjG+9zgWNlldoCycnYi55MQlb+esxca6HahBKxViVpccmRgzRtNbNlXfd+E8c21s0KkWQ05RKlFaYzLEzN5+YlJ/OcqsxY15K7a8VaK25Xa9ampTSKW/WCm+2Cm80c1WlUp7ndzvn7P/Eff1mf1RuF3/rH/y3L45vUi1Pq5XHIouN0hJApbXW+JW2aOxc4e3za0tnPNmuM+7yz0RHN+tQ9fvtc2fAQvCa6NRexQbPTLdnwaCczD4G20zuELw9fUi8v7tqsPBshHyLi6WaFbpehB96WZ/Yzdsxu72i3vRgM2093F6MbQlwTiHDbWbLPzH2mvPMjNn11INjidp2mLc/CfbFz2fOCLjvM+i2Snt2/ISJOWZ+8xvUrz5FODq26m2PQPwkN9TekJ/43/sbf4CMf+cjv6zk/8iM/wk/+5E9SFAV/6k/9Kaqq4hd+4Rf4+Z//ef7xP/7H/Lk/9+ceec4//+f/nB/8wR/EGMO3f/u3c+nSJX7pl36JH/qhH+K3f/u3+Ymf+Ik34u306PHY8LA9o3doiiKJam0mFCcjtLJOZsXkBuXsNXASlzIdUJ3f3vTHswGd3uiqy2yAKhdoIRGuNL0NmVmf8E6rRy7YIs5Q5dyRjTaLBBMqBbkrlyavbzGZFLT1RVCxkmLTj/SLlySfhpKo0S2606GEr9xcuxAC1RnuN2tOVzF1nfIbH/kFvuM//+OUSvPqQiEFrNSaOIL9NGGtFXEU8UpzQRpJ9mTGiVrxD37iO/jPf+RfvTEf3u8R/+P/45t4//AGQghEJIhlynjviE5v5HK3uQOea9AZEwKUTEa05ZmTtfWe8lN0UzoNAbGzWGrKc1dm3rUFjdORMwnZVEw6o+ki59WudQiAan0WxsU8VLMMCz9VL8lGR+F87YwJymp2W/ZxcTpyY16aSFptgESMiYDOMeD9a+hmjXCBFthpC/jWS+TsbQOEk0IF4i1DHu+EZ7NrHRTj4mQYMusokkQyId6eWXcZOUC1vGfHIN22mtUJ1fw+J6/+DkJIJtfeT5wOnohSm8cbEsS/+Zu/mQ996EN84zd+I9/4jd/I1atXv+jjf/mXf5mf/Mmf5PDwkI997GO85z3vAeBjH/sY3/Ed38EP//AP8x3f8R3s72+o/ufn5/zwD/8wWmv+6T/9p3z/938/APfv3+dbv/Vb+cmf/En+7J/9s/yJP/En3oi31KPHY8fD5VDrqTza0VX3gT0dTPG5db5/g/XpayGAe9QLm5216wUiSTFtg0hS2vWCbHJIOtp8v1RTWga6k6CMnUlEXEzQzZokn4QRo6TYs9lVYcuIMh0EUlDXaSI2F/3ti5vPJnW7CiVT3a6sq5m76Pr3bYxGq4ZIxCxcWffWuqFtM178uX/Lp+4vWS4HCNHZY5AqFlWEiDpOYoWMWlIJB7lAmY5JUiELQdsZPvI//hne/a4/wld/z499uR/Zl8T/7f/+Pt6bHSJcNmc6Q6MqFhfHJIXNYLcDuJAprbog6mwGKERKNDigvHgtSKJ6qGpBvTyxsrTZHjIZhnnotNgPI3vbBENPVLM7Y88nGRd2nAzoaIPOuS8Tq3oZMvB6eYpRNdnoUrgfQLdLW6KWaQjkPOIV3yCwdqJACI6WuGcDpx9nFHFOW5/agBsLIuEWjJ6g58+VbbLbFsL4mlNZiyKJ6VqEyOlMZds3r2fM4iofHsX4RqgSda43vz55jTQtSIvxW8L+9g0pp/93/91/x1//63+d7/me7+HKlStf8vE//uM/DsCP/uiPhgAOdjHwX/1X/xUXFxf81E/91M5z/u7f/btcXFzwvd/7vSGAA1y5coW/9bf+FkCfifd422I7gLf1BW19gTEN9fokjGj5C3G+d8ORkDKa5QkAxf4N4nxMMtwPrmVBcStJkUlGUozJxocUh9dD9t2WCzqtiNOC4uCGHRvamtf2kpRtNaet5hhV05YXzgb0LJCLwM2Am80CZBtGN2hVopqV7XtujRz52VvwPuKNW8AUlkgnJC815+xnklbFvOM7/2O+9//0pwEoy4zFYsDJ2ZiL+YDZfMCyjFlUMatGcHvZUZuOtdZ8Zn3G0jQ8aOaYtuEX/99//s38SPmjP3KZQiTorsMYQ9mWGHesGlWFTLxZn+2UwZPMjVj5/q1IycdPkY2uEEXSthycZ3cxvUE6sKNXvs/sIeSuSMpORusUAP3t3iXPBzajKhts3eifJ3OBtQk1qrZZuW6sv3skN7azvpok0q2FW+nOowvrWqebzXnwEDwT3QsB+WPgF3tGt3Z/nXCQf58P/4R+uyu5+7ZPnFnznu0SuEyGrm2xId352XAhUlS9cOQ4yfnNzwAE+98njcdObKuqil/6pV8C4Ad+4Aceud/f9tM//dM7t//Mz/zMF3zOd3/3d5PnOb/4i79IVT0Z/doePf6g8BmsViXV4i6dbnf8ubcDotFNMIFQzZrR5ed27m9X50hnAmGtIy15LRsfBgEYD60aK1VZTIiLCZ1R6Hpt9dnX58HtKRIxsSvjqmbN8v7z1MsTR3BqN0QgsZmT3c4YO6MfUfDy4h42S9xlNMukoFkcUy9OMUZz0a6pOsXtpUZENvNu24T/8C9+kc/+zL/lhX/5q2gtaZqEto1Zr3PWrmfeqohZFVFrg4wiVqZhbmru3Pksxhj+wU98Bz/+t/6jN/Tz/OnZZ7nyf3gvMoIzVZK5Y5FJKzDiA/nq4gH1/IS2PAukv6COFm0FKKc1HydDK4CiG5etulG05QmqXSHiPATNhwP29tgfELLyENCjbUtcgYhz0uGR2/4xui1Znb5Mko/twmF46DLdrfaI2SzMfBa8LQyj6iVttQiCMdpNJeDY99vw9/kFBeA4HBVNeWqD6tY8ul9s+u16tNXMvd98wzB/qKLhH+cNYexn1OwoCfrevKqX5MMp2XBKcXDj93VevFl47EH8s5/9LHVdc3R0xFNPPfXI/d/wDd8AwCc/+cmd2/3//v5tpGnKV3/1V1NVFZ/73OfehL3u0ePNgxC2BKpqK12q2hWqWVtWsiMD7cizutLm6NK7nIXnNARZkWRB7SybXCLOBqSj/ZCZa1c2N0aHQA8EAZlkaMfJyrM7iDhjdPRO2tV5MI1QlVVRqy7uU85uO6Wv9pGLYuhxtraC4NsAHvb9VI+URj0L28u7Nk2JiCJ013GpiDBdRJq2vPjzNhE4L1vOy5ZP/PQv8tF/9vMhmCslKcuMupWsa8nzD3JqY1gbxdI0nDUL7lZnaDpM1/Gn//svXUH8veCvf+I3uTxMeOFf/iqxgDjaXGJNpzc/xpCkg2BY4+HL4Q8fS92sIYyAjSimTzkS3CI8xqiKann3EcGRh0efdtzF0tHO2JjvhwOhWpKNjtBNGdoz21Ks1vN9afvqvrKiG/s5bp0DMilsBSHOSPI9+7zqAu1kTUWcByMdsD3u2LHm43TigrN9zXpxb6M891D2bd9vTlvNECIlLQ6RcYFq5pbQJ6xCoicP2urAzIniDMNtXu8fNucqwOy133b6CwNGR+/+YqfCY8NjD+KvvfYawOsGcIDhcMh0OuX8/JzFwp6g8/mc2Wz2RZ/nb/fb79Hj7YQk2yOSCfXqvitlHqPbFW29sC5KqnTz1CXp4DJCpjTrM4RMqeb3AUgH+ySDfSIhGV5+Z9BT933yzmgSx2SPs0Hwgm5X58ELWjdrZq9+kukzXxsuqvm+Ldn64L64+yL13NqBbmdQ2xUBf0H3AcX3zHEXRF8W9X+rZh4WMc3qjEjEdFrTtJus6rzu2BuVtG3Mc//7P0mtO+a1ptYd69YgRcTHP/LzPP8vfwWtJEpJlquCtpWIqKPWhoVq0F1HIVIao1jphnXXclJ2XP5P3/dlfYY/8P/99wzyiFhEfOB7v5lJKhiKhDiSmE6jO4PuDOmWRC5AvTrdCbx+keZbKGCtMCMhNv1Zd6yHB+8gn1xxWa8IDOumOnvdfdzpjTtsq5YBqGaOECnl7Bad0SwefB7VrBlfeS60W4DQ9vC3dUbvLkCcXad9EZsB+5G68NruvDBu0sHeJjYB3fMsIkmcjGhKe96tzl7acUSDzTknZEqcjUO5PYokaXHJvbcVWpUk+X44HvbYPtpX98d+Y3yiGV19D0kxYnTt3WGbTxqPXbFtubQr8sHgC8+1DodDZrMZy+WS8XgcnvPFnjccDne2/6XwwQ9+8HVvf/HFF3n22bfGCqvHHy5kxZEt6zWr4LjUmRIT5+DK1p50ZAk4tkyZT64EVnuzPicd2wtlvnfFbcMG8UhIVLmAYkzXlOR7NvuMC+voZC0gb3Lw7m9Eq4a9619jTSM6qyIW55NwsdN1iVENbXkWqgBe+tUzo706lowLWhegOz9q5Pup7uIfTDQciU03KyIpSZOcE7VCdYZ3j1M+3SqyvKGubLa4ajUXtWLVGi4PE1aN5tZFxX/4F7/IqjXcnNccFjF/6j/9Hl5OZhxcgYFIWOmatjMc6xWSCCmgKGo+0b3Mr7x4wau3NC+8orl49WXKm59Er+7RqRWdtlankcyIZE4kE5Kjr2H4zq/m6WetiM0gkeRZw7wxjCcZQ5GiO8cbiASj4b41oJkckE4Oadfnm/K3lOF4b08uGGfzGkazZEq0FbRgK9gkI9L84HUJX9tZeRRJ2voiZOOeC5EWhzaTjTPWs1tEIg6+8rrxhjoKb0W6zZ8QMsXQEHX2b90sg4Ja0DwPrHFNsz4mHRyhjRNjMZtyPp3emRnXqqRePHBVpCwI2Pj7to/Zw0qH9fqEtNgnTtlSkcvD4nKbjLl9rFRtJVYv7nySYu86y3vPkw6nDA/fST7+Q9oT7zrb04qi6Es+5gv9/3t5To8eb0d0xhC5md5Ipsh0GLScYdePOc72rNFDvhcyoHxyhSQfEztnJus8lYXxs3x6Bel6qbqx1p42AMfOnczOhOfjy4DNChPHQjdu3jyS1gUqzseW9ORmxn3ASYv9EFiAIGXp3x9udlw3pd2H5Qmr05dtj101NOtzdL2mXS+oXEYWR4K5UlwbdSSxQsaaWhmU6dCm4/Iw4eZFzVmpuLNo+O37K144K4kjG1R/9+d+gcoF/rpTzHXNRGacqpJzXXFUCOo6IXbXpaqBWEY05/dtMDFWs75rFnSqQi9voctjECldWxJnOXuTiDSJmGSSVkmO8pi1aUlETBZnFElBGmc0TUkkYmtU8zoZ4IY7IEOZ2huH2Kx5iVHlDvO7mt8LQdyTCL/oedZ5T+zXN1uRyTCwz5Pcy6XaCoJWtZseqNGqpprfc1oCa1S9DFl9ZzTSl+mdFrknk8XpgCiS5OPr7jwVjyw6jOeGuGy86zTZ+DJJPiYdHoT3Cjbgev7Aw+0Dq01gM29/Xib5fnDVez0EQp77viX5hPLijhXomVwiHV56hLz5pPDYM/Hx2J4Qq9XqCz5mvbZf3NFotPMcf99kMvmSz/lS+PSnP/26t3/wgx9EvzU+mx5/CDE+fB8X9z/hpCGF04Q2qGYdSDeWzZyjjb3AqMaOfflA3laLEKgjEdMsjoGNM5hI7MW40wrhgnxn1Nb8cLwpTbqZXy8wkoym6Nl98smhfZyxlQHLHC53FNva+iIw1r20pzENRjfUS9tfNcpmtjId2kWC0W4WWjE4eprpaoZY3CYXMftJyr2qQoiOONZMMslFrbioNXcWDVksqJXNeCtluDVr+OBVW7n70H/yHVw6qFjpiD2RMZQpIopIIkEaSeaNQUpbkm/ajrLsqGtNMj5Ar0/pTGtHjEQCpgURbzLRpKCZn5MkV5ECat3RGcFZoxiNUjKZULYlRVIwGlhRnWy0R6d1aHls42EzHE822wjsWKewwO43mnR4sGU4U5ENLgUJVu8c9/A4lh8v84Q6XwEAqJd3adZn1Bf3yK5/0PW9lT230gGqmofzKx3s23n+OAua62B74aa6IBtdpS3PibM94nQz1pXk0/Aetke+ts1SvL468aZS46s39vXll3R+8zry/r219TxI//rjqxobj7wQju+bG91y/tq/ZXzlfZbg5zgM2eDyFzQtetx47Jn4M888A8CtW7de9/7VasVsNmM6nYbgPZlM2Nvb+6LP87f77ffo8XaGCT3waufiDATVKc+e9T3NJN8jzkYUe9fCnLUvpatm4wmtygWqXFht9MQKuhjVMHvlUwwuPQ3gsqhhEMTwI0J2LG1p7RcdCcgbdIRg4YVmXAC3TN/UyXAaqztdzdHNClXOUaX925O02vW5E5pZkBZjxjJDEpEJQa0hTTRGC6SI0KbjoIgZphJlOs5LxfP3Gl64XzMpBHEEw0Tw0v/2a1RNTBxF3GznnKs1cSS50DW/u7bja0IaholgmEcMBxEyFshiRNfM6XRN5I07MIhkTJSM6FSFSApGl48oS6jbjloZImF4dlBg6GiNYq/YZ+Ay2sJZvxaH1ykObjA43FyzHg4MftHjtb+9gptvR/ifevGAenGPevXASZ02ITt92EFuO0vflsb1LRzYjIRNn/n6MI7WVouQlfspBhFnYZ4/fO6uNRJnI7LRVTdzfilk374/7svmIrZtCT9SF/TJTWPJnVvnFBAY7qpeBK5IOH4PkQK3RzP9+/dZuT8Ogb+xLfiim/B9G195H9XC+trn08vW/UzInXG0J4nHHsTf9773kWUZx8fHrxuQf/M3fxOAr/3ar925/UMf+tDO/dto25bf+Z3fIcsy3ve+L4+c0qPHWwW2vLx7UVLtKhhCBF3ozFow+n6yZ6wn+Zh0sI/MBuR7V4I6WzKckgynqHodZsUvXvtdsslhkL2slydB/9qWbxtMW9OsZsRpQbuc2UDsMrjOmJDNeBlRYCMf60uiZsNm1vUa1ZT2x6mztevzkPXHxThIix7IgtoYBrEVdEnSlnmtkSIK2fdrZzUnF4bRwGbTAMNUMq817/xT34YxEceVXdSc6JITdxwPkpTby02QSGNBlkFTKdrFzM5By8yyrtUKOkOna8zaEgplXlCXDUUBWWLH2ZaLIS8uS9amJZMZptNU9YrEHd9sfEinFfXiJBxzH1R2tPLzA2RSkBaXNuRAcOIuG8lTEWdU83uBbLXNQN8eYdy5zXERPG/BBrzKqpQVB6TDI5bHL1rVNiFJB/thSiHbu7qTDfvF4g4ia9jTluc76miWKT7ZmdMWIg1kR1918OeyajxBs3VMeucY5lo0nqS2za3w3484GX1Bi9/t24VMNqRBJwfcdZrZrd/YWRjIbMDo0nu/ZLviceKxB/GiKPiTf9Kq3PyTf/JPHrnf3/Y93/M9O7d/93d/9xd8zs/8zM9QVRUf/vCHf0+a7T16vJWxd+XraNZnVIsHNpNVpdWiZiN52qytyEucTYICVpzvbfVQNz9xPqFdnYcgrMoFpq3dBdIxcI2mOLhOu7JBtNi77sqsLoCrGtWUdhEwGCMSS3QLF7itvreH3fcqLAZ25qCFDCpxnj3vyXWRiG2m09ZUqxlPDy+TCclAxmjHfSnXOVlsL1+fOyn5/IMSISLatsOYjjSxve1Vo1Fdxwv/8lcxXYQycKYq7rVLFJqjeMCLy5JFFaOUJIsF50tNmkTEqcTUK9vDry9CAI9ECp1BDK4g8gPai2M6Y2hbWKw74ihCSs3VImEkUkynWdVL9vauUq5n4XPJp1dInenMtunN6+qfhznoDXnLj+NZ5y7bFrHmMjbo+fntIOfqKiU+4xYyDY/xmbtuV1ZxzemK5xNLfhQyRaYFST5GuikG/zmCXfRp1xrZ7jPH2YR0cClk4GDNSPzjjGnCjx3xEqEPbkvwk8Aej7MJ5cVd2mpOsz6nWty1C5ut8bbtgLthl28WNP4x/ljArhAOEBajnTGMjp4jG11FOj6AaWt7HjfrR9jxTwpPxMXsR37kRwD4sR/7MZ5//vlw+8c+9jH+zt/5O0wmE/6L/+K/2HnOf/lf/pdMJhM+8pGP8M/+2T8Ltz948IC/8lf+ys52e/R4u8PO1Y53Rnd0uwyCGjKxF1zdrEhyJ23aadd3HG0ZlShUNUcktuwps4ErqS+J0yI4lWUumIjEXqC9Ipu/QPr+bzV7ENzFPHyAtgF7EzT8/K/vb1pjjBLVrEMmblRDeXaXtrSldFUuqBcn1i2rsZ7oSivekR0iiZg30GqBkIa7i5pP3ltRtR2xjDCmY28c8eC0w3RwUCTUumOS2X3XWnKQC+aqZSxTTlTJq/WcWsN8MUC1MS+cldzYTzg5M8RxhCzGiNy5aHUGIgEiIcqm7jY/vmdYrTvSBB6sGrSW3Fq11J2y5fTBPlrVFIMp2cRuz6iGbHRkiYmuZ/twhvdwFumNQKQrQ3s061n43PyxD4u5TgcxGbsNZ0xSz52Cng3k1fIuRrfko2vhc40za8oiYrt4EHEaFhSedyGEJBnsB5JeWHBszf/jRWSc8po/f+JkFDJmn5H7/d/OqlWzQjUrij27b+PL7w2s96B1sNXT/730qz0B0JfNLeegtAsZ07B48Nmt751Cq4Zi/0Yoo1eLO190+48Lb0gQ/9mf/Vn+2B/7Y+EHoGmandt+9md/Njz+O7/zO/lv/pv/htPTU77u676O7/u+7+O7vuu7+PZv/3batuWnfuqnODjYHRE4ODjgp37qpxBC8AM/8AP8iT/xJ/jBH/xB3ve+9/HCCy/wl//yX+bDH/7wG/F2evR4oji79bHATIZdJTSwmYTPvsGSz4y24hpd6KE2JMXeRppzdInEjZKJJCOdHKKdJ3I6OSR1pXQv51kvT4LrlS9p6npt++zaB+X1Tq8yeigTl3Ee+vqqsaV370nuFwL1/DTYqSoXtMFmPM1yhlItZ/WcUjcUIiaToLWgqVPOSkUaRwwzgelAiIiqASlBRHC8aqmUDfbnZUtTJ7x0HvE7x/D8es7L9QWZkMzWMU2d8tLP/ytiEXG6Uty4KhBRZC/sq3uWzObK6OG4Z1M6VSKH+2TDAhHB+bwjFhFdFxEL2BOZLacbgzGabLQXyIXbCyEv+LMdyB8O6NaBbJeQ5QO1qua05YJmPaNZH1MtboXgDLhFX7kTwK1kbhNY4EZVtvLiXMbs52fPK++C5gN5OtgPfXARZ6HEHTJaF7Tb6twF7Q37fFvudaMS5/v1m+xWOqMSzwWIhKC8uAvA/N5nwsTGdtVpc+4Vr/s3bBjqQqau8pGH81U367AgHew/RTo4QMRWHTEpxgwvPUfizFaKvdfXLHnceEPY6cfHx/z6r//6zm1d1+3cdnx8vHP/3/7bf5uv+7qv43/6n/4nfuEXfoEkSfjwhz/Mj/7oj/Kt3/qtr/s6f/7P/3l+9Vd/lR/7sR/j3/27f0fTNHzVV30V//V//V/zwz/8w2/EW+nR44nDZ6txOqAtZ6Fn6gOzV8Banb3KYPoUul2GIC+Toe05dxqMl6p0UpxbCwOwWa/M7Ix3NvbZoQ1S2egIo5rdIC0k6XAP4cajyrPbiDgjKZaWbKdbO3K1pb3ujSiAUFGojl9GCEmrrCGLMYrIvZZpG8uAN5oH91+kVjVxJDhVK96Z7vMxc47Sgpu//Cv8u5sXvHOa82DVksqIRneAwRjIs4hU2n55rQyr1iCkYV0l7I9r5k3HURrx4rKkbnLSrOHe0pWnBdQNKN0h4hiRDFGmoTOt0wg3tkfezJGjG+jVOasHD+DqNeoapLCl/Ekq0HS0pmWaD0ndYqU4uI6MU7LRJTsV8LAwjpv5fzj4xOnIOZUlRGJsS9ouyy7P7tC6Nsno6nvIx1bv22brK5JsErZrXyMJMqReNa0zOvTUfSafja4Ew5pIENjnIk6tJW4+3nAY3N9RJC2PIM7JhpdDC8CfQw//HacjVLMMwVU1ayc7u9HlB9sTL/auWe1+VYes3e+vdLKz2+ON4bkPabRvs9WNaSyZzpX1O2O4uPMpRkfP0UUa0BhV2/euW7pY05QnX1liLz/0Qz/ED/3QDz2W533Lt3wLP/dzP/f7fq0ePd5usOYY52SulN0ZFbJZmRRkw0ObvcUbqU4hE+J8z8lw2mDvs/ZIxGTjQ+rFKelwSnFwPShuRSLGqBrppCd9f9NftHWzsqXv2QOy4dQJsRxuZs4de1q3K+JsEoK/t4TU7Sq8p8HhM9QX95BpgW7t6+i2RoiYSEp0vWZx/xVimbCol5yrNUvTUHea900Kbp9GvPNPfRuf/Olf4dMPVpal3tl58dOZIYmhaUF3HatWU+uYm/Oaz//sr/GeP/Nt3KtTzhLFoil5Ziz53cUQKTVnZcudRUPtSHFpEtGc38M0c6J4SKcbRHGEHF4jEimiuESnLbcgHo5RGpIE7iwaPvmzP8/3/1+/gXqiKZIC4zLFbHyIKhcU199vy7N710hyO1evmmWY227K88Ci3jb0MM44JBIC1czDuSLilHQ4tQI863OSfIxqV6Quow5Ew+AoZs1HPEmyLc/Ix9dDid67y3XGBOcwowkz4EKmpMPD8DmLYlNmj2S6IbJFGz/ubXZ8nO5anFq2t3Mc86YnbmHYGWNrxpFE1UsraDTYOPDBhlnu5Vm3JVN9O2G7D+6FYZryhCS3Er+t890wqmTv+te47aUsT2zLNxsdIWRCsz59ywRweEI98R49enxhdE6RqjMqzOB6hSyjGmvX6IK2HbVZBqIS2ECu26UdEYsL0sEBuRPJiIsJIk5t6XU1C97jRtWh7w0EIo9u1rTVnGp2n3a9CMHIY3n8MvXiQfjfBwHP9PX/W4eoDcHIi88kxRiZZFYBzig6bWfZq2rJq4u7PGgXzHTFua54tbngxWWJ1oIX/uWvcmteozrIY4GMIqq2YzyMEC4TPlto5qXhlfOKXEZIEfH8z/0bmjpFSs3FMuW41Hz2X/4S//6fWy32e4uGpoW67qhqmwVGydAGpvwQke1jmgWdLunUmq5ZkO5fDYEnTez+ZLFgksIzyZ61H20q0uEeqlyi6nWYs94mZcFm5Cst9mnKc/sZ+FEoxzfwr+UtM1cnL9vH1SXl7AGnL/yGNUWpLmjK082Ymt6wr30ZvS3PUfWcdHC0Y8spk2EIwEFhTSakgyPifA+ZFKFXHn4edhTbEija1gjwFQXYGLT4KoHRrbUfFSneT30bMils+T4b7XACgmpcJHcCuGqWgQ9gdBNIawBtdR6Ccddp6tV9OmNYz26h6qUV0FF20VzN7tOs7eeR5PtoVTHYewdvBfRBvEePtygiEVPN76OadegVq2bt2OKNLaunRWAKW9asvUj5sRsv1WrZxQOSfOwUp6bEaUEk45BBeUUum5XM6Yxiffoaqwcv06xmlItTmqZEq4Y4G2Dammx8yYnFNLv9zB2Gtb09zvZIhwdBYMa/lqrXiCSlWV04a1RN1ayRRJzqkmO95tV6TmM0mYQ//s6aD3zvN5NJQS4jXjqtuCg1FwtbSte6o6o3Co5pbAP47XnN8bolijqWS9uiKFXEB7/7Ozhet7x2USNFxMm54XTWEccRplmg1/ctoQ0Q6QQ5uEyUjDDVKVG+T3txjEwSYhdv9jLJ1/wn346MIkQUMcjHTA+t41VbLpjceB8yHZCNDoManhde2bZz9dmlD3ChReHKyFEkqeb3GB09Zz9HKYN4TLM4YX1+E6Msf2JH+cyYIBzTlhe05YV7Hctp2AmOLvj6wBoybJG6jHsreAu5GSurzt0GpM2oXXtg2zd9OxP3gkD+PJbpIHAqPAv/EQRG+ipUByIhwzid5wQ8bLDjj2+S71sjFGceE2d7nL/2cQbTp4izkbX8dd+bOBswPHzW2pK2q9AXfyugD+I9erzF4GduO6MopvbiL9wsricQ2fs15eyOI6g5da50GC7Q4DKTZBTIcZ64JpIsMMIBR1LaaKyLOKNZnyOzAUY1LE5usVyd07QVi4tjmuXMiraUc5fFpyHobGc73qt520QizsdBCjYbH5IOp9bdqvCl5CWzas6tds6xWnG3WTFXLSut2E8TPneukVKz70Reru+ljHLBsIhQ2pbS49hm48t1x7w0nJWKmxcVx6uGj/yDn+bzP/evWC4HPDgd8bF/9ks8WLXs5TGnc83souNiblg8OCUeXbZKbZ1BOj1uObyKKI7Irv0RZD5FFhNkbMl1w8IuGETUMUlixnGBEFamtpqfMbnxXgCy0SYDtCSyh1nom5nn7bGpDcPcfsaDg2eJsxFJMUbEKVW1pC4XLO+/QnVx31VpGlS7CuN+3oSmM40TZLFl4m2lNPvhSZry1KqpiU2oEDLBuNE3nymHKoszPbElamPFWrZmvi37u9yQ8tyP0U0I9tsjX3E23llUtOUMGafUq9NwPOJsV8Fzt/1gvcc7P0Gh22BPamffL1nPgfKUSAimT32duy+1UyBxjowzJjc+SJzt2RZFcbizT08afRDv0eMtBq+0FomYennsiGK21O1ngMEGeZuxbIg8u9mN2fh9Oy3rzmiy0SXifEI2uRRIc1YyM9vRVbf63i6zayqEkDSqplFVEP2wLOtNGd4riwF4m8dICJJsbGePXRk2dkz4SMaBeGfahrYuOZ/d4UG7RHWaPIrJhOAozRjKmHmryBPD/thm1Q9WLSerls+/pmgUGGMz8LruOJt1tG1H03ZkseC0tBKtw1RyvG558X/71whpmGSSYSL49ZdWnM06qhoubt1h+fy/R5cXpEcfIt57F3L8DAiJ8Zaxbo4fIalXJVkasTeUXBtndrtxQuKOzeDgGntPvZdIxsHJKykOHLFr8ohdq1YbJrkXZGnrC3efZfsn2diObCVD0tEljGoYjg85nd/n7u3P0mnF4u5nnWhQRVsv7JSAC+CLB5+3VRqvROeU0mzgtf3pJJ+G7N37wGtVuSDdhKDvWewAqr7Y8QNXzZxqcds51S1oqxltfRFaB0Kmof0infyqV2zbDuidaYidYlw6mD4iJet90X0WHtoH7n211cxanGbjoO2u2zKYocxu/RZtdeF4IYJsdJW0OGR8+f0Uk6fJhkdkwyOnifDoOOCTwmPXTu/Ro8cXR5wOaBw5KR3so1xfOnYBe1sdSwQWuJOsDDPZS5dRF5imRMQFsZsn7zqr6BYJabWx965aslw6QDXrENDri3uoes3q9C5CCFTb0BpFGmfU5YJoJpHZgMHBM67cuzsDDJAWh/ZiGxlXrrXseRHbQG5UTTKc0q5myMxmnsYYpnFO0yk0HWOZcrtecd60qA7unQ1Yr3M+cXdJozvSOKLI7VhZVYGMYbHqGA4iitxm5L91c8VkYLXVV41mL5NIEfG5n/53fOZ4xUvnFXXTIQQoBWo1R6/vkx59gLY8pmuXiOKIZPo0RBK9PiOeXqdTLfFwwvWnRwwHEc8d5NTKsDcqSaMho2LPVVGcQ9holxDlg6RXTPNBaTsz90YnQqROd/4u2ejaJns2BLObulwwzEakSc787ktMn/kq1uc3yUaXrI830Jb3ETIln1whTq2BjenanT52ZyRKrcNr+ECoqgtEnFK782t9fstNQNREiwfhs1fVC6SDffLJNSKZEok02OpGwpWo01F4f1EkqRa3bZYr8kdkYLtOI5Mh5czOZlfz+xSTp4M9aTa8QixHtPVFaAH4qoM/N+M0fShL3yL5AXvXP/SIvrz9Pm4yfSFTomT0SDvgSaLPxHv0eIuhM8paPxpNvTwhTgck+YRIxDuZuIdXOJPOvAFs/zkwh11AiCJJnFsxGCFTy0bPbCZuM3o77ytcj7xZzQDIJwc0bcW99QkLVXJvfULTVGH7oSdvNnPJHj6b6rayqjjfc/3L2C4YhAye1MZoWrPRpNZdR200cRSRSUGtIEkUL/38v+Jd+zmr2nDnVDMeWqlVpaFtLbN8te6om45YwqWJDdq1NtxbNKxaw7rRfOZ4xYOVfT0RwWu3DXc+9wqmqRHFJdT8DlE6YfDcnySZXEEO94gn+6QHN0jGU/v3/iViCQfTiIta821//k9zNDI8k+6RpgWD6WUiIcn3rtAsT9znuxdU7oLj1xYha3MubIhvqpnbsa/h5TAi5gPM+uw18ukV4jhF6da2PRbHVie/WrA+e416eUy9uEc1v0+zOrXnQVyg6ougCtisTtDNinJ+E90uqZf3Hfntgnpxj7ac0azOWJ2+QrM626kCeXjOgz1fl6jKbr88f5U4nWzGESEEU7uwtM55fn4bdufGVb1gePgsAJNrH3DZfkk2vBIqFTZD9jPvq82xfOi83N6mVhUXdz5pvzeOiS+TIZ1uacrTTWvKjcQ9rAD3pNFn4j16vAXhiWzJQ6M0D0M6L28hU5J8Sr06DiNFtnRtyUqqnhNnk5CVAwz2n0a3JfXyhHZ1TrF/g0jEoQowvPxO2tU51ewBZVtiug6NLVev6wV5PdzsyNZFUqsyuErJuEA1q9AXj4QO4h5tNScSMTIboOq1ZeQ7IZk2+G9HNJ3muG5sFj7LqOsUbTo+eW/FvWNDXXfUowhj7IhX3XSUJQwHEas1jIewrAzLsiONocgiVo3md9x42q1Zw7rquH3PEMe2RaCWx7YUvHiJ0Qe+xxqhFCNEYiVX5cFlTNMw3BszHAr2xhHTkeD6OCXPa947GjERGVW14ujS04gkozPaKpvFmc00xa70Z5AJdezwbUMZX/ZW9YJseNmNaQ1R9RyZDti78TXUiwccvuvrkDc/Q7maMd6/Rmc0i7svMLr8LPXy2CnETdzMs89EGwSbYGyJcPVOpumFYkScWf3ybMT6/CadUTSrGelwSrO6TzqchsdpVRMJyWD/WbpOM778gaCL7tnvymX0qlwg45w4mzhJ3qUL5vZcVrV1T1u+8gIizigv7jK+bBekbX0RdNgtA30edOY7szXittXmse/J+hB0umFy9avDdyUtDjFebdDNq/vzWsbFjvDSWwF9EO/R4y2GSMQIbCBv1+dBFCQScSC2yS2Cm/X09l7eh6hmHghl4DLwzBlOZNKxf4dEaqPJbcUsrJVkFkr0DcbZkwKkIqY0LZVpqV0m1S5nmCNNW10Qp5ONGYqzh7Q936ErJ2vo7EVR1Zp8coVmPbOvlWQI1bB68AoX7QrV7QbzWsOiiZDS/n/XCbOICEajiLqGyThivbbldZPZLPxgalXcRNRhDAgBF6sOKRT7RcxrZ3ZOfbXuKPKIFz51B1OvMeUxpjwhPvgqkukRMk2JIh8EbIk+H9pe8uG+4NoVwVN7Gd/1n/1ZxhPFvbrlfzceMT28Ye1VhSQbXQqiIXE2IU62FkFY1rn3w/YByQf5pjwlyaekhRXl8WSxSCbUq2PS4hLN6oy4GDN9+qvg5meoVzNUU5KPD4lkjCoXVLP7DC+/i9yfM5LA7PYMeK/F7pnmAEm+Z8v1y2NUvXSEuEuoZs3g4Bmq+X32bnzQ7duGSW8nHc4xypLo0sFlRCwwpqGtL8K4WTa8HMrqwE5wtsdcUK+OGV95H6vTVyj2rpEODqxOgkhRzdwJHS2spnlsj2dbnZMNL++MqvlZ+7a2xM7V2asMD97hFhHjQJZ72DBmW1zmrYQ+iPfo8RaFz2iM0YGdvh28Ydf2UYgUpeahJBgu9EIgRe56gcL2O9uVG1GzpfXR0XMsj18gn1y1LOf5/c2CIc5YqYp77RyBIIkErVEo1diRMO+G5ZXHXF/cXwT9/Hqn26ASJmRKtXgQSvcyTlHAurSksdL1/VemoXbvY1nGCNGhlGTdah6cGe7cNxRFRJpY2VXTgTEQywjoqGvIUmhaOzJ2Pu8QEdxvNeuhHSVbrjpW646LeYcshlT3XiY5eI7q1gPSg6fo2prLT09QCkzXMcgjhLCvk2URlw4i3nWU8f5LA9Ks4fp+xTeOrpHJBJGkQZ3Nq/AlxYGtjLggbmewbWk3HRxaNTGxmZs2qiJOJxtGt7aCKNXyLmlxSD66itEtg4NniYRk6XXoVcPw4DoiSYNLXTY+xKiaenVqtfk77QK0zXqFTIL6WbW8i0xG1Mt77jySQUN9fX4z8CjWrqJSze9vnbsqcCuMqin232HH3UrLKs9HV+0+NstwPojEVgcibHshTkaWaFfbSk5nDBenL6GbNeXFXbLhFaLMBuflyfOMj95vz/VkGEh1Sb5vFydY6fsOE0SJAJrVMYP9pxBb5jAeQqRovQIeNfbxC9u3AvqeeI8ebzHI1I6C+QzZM7llOrAmF64H7fWwZTqiWZ+5i+yGaQwEsY4gdenIS3EyJM72bKnQlbfTwX5gj2ejS2jVkA6n1KsZSSQR7nJxqm1wvn9xl3Q0DVKt/nX9nK7P7kIwd6Ydlil8Efr+kYgD2z3PhhQiRRBRdZqhSIkjm/nuDVq0FigVM8lihIDLlwQismX04xP7nsvKBmWtwXS2vL4u4WxmncaUtgFYadDaEtmMsb+bE0ucUvM7JPvvQ6QZyWiP8ShibxIxHdsFQyxhfy/i8qWIG0eSwyLmj33fn6bIa44KSdVpEhEzuvwscTEJ788aiiQ2O8QGbt/fTvKpPU5blqN+HAzHGvcjUp1uyQaXQ9Dxn3Ocjcj3b1BML7N/471EUmLaJoj0qKakXpxQX9zbkdXddqCTyZByfss55B0H3fTVycuUszuhjO7d57bHE+05oBxPI0YIiVYNq9OXaEvbV+90Q3nxGvXKSnE/zDJ/BO78tU5nA7LRJfKx5QV4gtn46P001QyjW5r1iZNgtdUi39PWrXWk083a9tObJdX8fmhXyDgP/uPhvTgd9Z3v55Y3+VsBfSbeo8dbFDLOiN2ceLgtHezMD/u/i72nAWeKERnAO4tZoY5QTvQXS0HoN3baZiX55JotlzZrspGVVF3ee95eiDvDUCTcbueISLAyDdfyA6r5KaOrz7kS68TadirtsiEXvLeD0kPYXpR0RtO0FW2nSSKBJOJYramNptbWvSxN7Iz4vFaMhxEPTgxKw9l5x9PXBXXjM2RYLjtnhhKhtC2nKzrKygb9toV7D6z72GKhqGdnRHFi1cf2nyW/+gymLhmNE4yB61ciIEJKW7YHOJwKnt3P+YZrY+JY8d7LDc8VU67GIyZDO1fuWxZJPnaEQ0N5cYvB9B0h2PjqRVudB7KaHwuL04GTHF2QDvKwAPDcAi/ZKmSCTEckecno6nOsHryMqq1xRzG9bOV56zX59AptuWB1/BL5/g17DkXSCpi4kbDOWCvQzmiaaoa3tAU4f/k3rcpeWyOTLLxHD/+aIrEji5GQDA7f4ebEa3eu3XDOaffIR1etUcqo2MmEg+e5F70JuvxxcEaz26zC/qtmTTa84r4/Eq0q4nSAcjKy2hHeRJxT10vyyZXwHeo6jYjysDAw3cZwxsoKa2I5+qLf2SeBPoj36PEWgx1jkXSJZnX6CoP9p3cukh5WvGX0CPM2EsL+IDAaG8DdRc//7UumEYI4m6Dq+VY5fDPakw6nzO++SCJiLpqKpjMciJQTteJKt0dSjGyZPyk2oh5u+956MgiUbJG4ZFJQXtzFqDpIv1ZzW2oVWKUzTcdIJGhp2M9a5pHh3ixjMCzJpODeccd4ZFnpZRVRuoRpOIhYrDqyLCKW9m9jbFYOtv+9v2etS00Hq5WmXa0wTY1eLxHZANPUJMMxDMcIAXkGVw4kjbI992bYIQW8Yz/nW5/Z47k//e1cv3JBJgVpJLmcjCiGU1RTMr72fqeYN7KzzumEbks21AfjzuidAO4DTyRSOtOQ5NOQBXqfcSk2Cm+RV1RzC4bi4DpxuWB1/xWGV54FIJtcojy7Y19PW0W+JB8HVndn1pSz14izEcvjF4KWfn1xz9rClguSYkw1e4DMrPb9+b2XEEJS1StGQ2tJGmcDOq0wQiKA9emrRNKGm/jgGar5bbs/46tUy3tkwyOa6ozETVVsL/q0qkKloDPKtpdie0x0q+1cuTv35EMiLF7/vTPGLoiSIXE6QbUriunTob0TpwNEnAdGe5LthbE/gDgdun350hanjxt9EO/R4y2CW5/6R7aknRZExvY/i+l1YJcsBJteuG6WpINLOxevjUtUivQZ+Fbw9hfE1pVyhbBEK6NbspG0jPXVqSVhOTGX1iiWpqHtNCKK2BM5aZwRuxE1m22KwOYNPV2zEdzYRrM6RTcrqtl9vAmLbhuqZm2Jc0ajOo10ZDLddTQakkRTNzH7RcxTVwWnM0NZWc3yxapjfxJRVh1adRxMBZ2BIrfjZlp1NK39vyw7kiSiaaxATGc07cUpIs2QxYh4aIPptWsplw4jxsOIIhFcHcfsZZJYRDw7zRmkkvd/z7dw/cqS9+zFXE0HXIrtMRleeop878rm89siG/pxKl8mlsLPyDdBCS12vd1m/YB8fMPpplvCW5LthUDnxUp8lcVqmmfU8xPqxSmDo6eDOUo9PwnH26iGdLTP+uw1RkfPUS+P0aomycesz2+6MTFJdW4DrhCS9dldZJzS1iUnD14mTXKUbomxrZCqWpGmOYv7ryBdJi4Sm40PLz1NJGPWZ68BUExvUF3cJp9cZX3+MsXeO2jWJ0GBLbDy3ay6N2tRTjPB+p278/6hoO+/D6FULwQiSty5KgIfwZIJhW3zGLPjae5JhqpdYnTzliuje/RBvEePtwA++wt/k7gYOx1y21+U6YB6eUKxZwO5l99MnGhLObtFMX2KZn1CMXlqhxAV4LNwYHH8WUaX3mOtHoWwc8piw5C2F7OCan7XOmEN9mlX57TNmkk6IqvP0KJDIMhcv9OXWbf77rC5eHqLR9h2sapIiinnr/yWNQOpS4aXnqKuFgyyMThFNBEJlm4Mqtawn8O66Yil4Zv+/H/Mf/83/ilCQJbanrkxdk7cdHCwL4ilfV7dWOW2SEQI0bFYdsSxlWSdzVpWt1+xF/bJPnp5gUgzioNDskwyHkVkqQ3i1ycZ/9kPfR8v/vwv8d4/8x3IWFPkNV//jpZMSL52cImJzNiTBc8cvMONWyl0YzXujSpJsjFNNQMn3xmnKRg22bQ7Rp4AlhaHIQP3pWbPN/DtFGvIURLJhEi3JMW+HbUql6i6JB1OAcgnV+i0Ih3tU83usz67azX0izHzO58GIC4mLO89Tz69QnVhiWqdVkEzIClGdFojpOTm6gFJJBhKGzBr05KJhLiSlKrmoJgyGu5TjA+JhGR1chMhYoqDa4DNztPxEdX8nu2xG81g+g6a9Smx0ya37Z4NIbJZn6PKBat6TTa+ahdF7lwrL26Rj6+Hsvm2UI1ulxt5VrM1brYlHes12I2eBSEaBMEuFejL6T169Hh9nN3+PPtX3828XDC8/Cz55Kr1D88noe8ZZxuFq85o8om9GObja5Y0FljgOmQWul0FxnExfZrOmJCJe4vJXXGRhnxyjaSY0pYztGpomgrTaSYyY9E2LE3DtMsZOEc0zzDfDuK+HOwXFbpdhVKxjHNMUjC6+hxnL/wHKhcgsnxMdXGPVMRknaJ1M+NrrcgknFfQKoExEUVRMy1i6rZFaVsnNx0UuWWM+8TfMtMhSWyGrjSBWe6fl4yntBenyCIjufoOEIIskxRFRJLY8vx0aN/beLLkG37wm7h0qBjnmv0s4l3FhMO4YCoLxjLj6eFl8uEUrRqS4b4rb1sGeNdp0uIwtBoA4mSEdsztOJ1QL+/anrHrlcukCDPVMilIsj33+T0qDhMJgWlbhEyZPP2BEIiz0RGRkBT7N6jm9+3f08u05QJVr4mzAfXiFPXgFZJizPLui8is4MHLv8308jvctiVn914mjhOqesW1/ICzek5rFDISmK5jpSv2xJBRUtComqpaoVSDEJLB+BCyYieYN4tj1k1JvneFbHyZcn4r6Jl7vfPtNk0xvcFs8UnGV54D2Dm/k+IgVDIeDuAitu2eSG765NsB3G9/22e926psbBND32rog3iPHk8Yv/x3fpCyLVG3WsZ7R9bFa3afwaVnwmNkuhGZkMkmG3jYEGUH7iLU1otAYtMPMW23jS28OxU0Tt7zBF2vGe8dsbh/QRwJBiLhmXQPgUAIST694squvh9rWdJIiKOJDeb13Ap4uEzH9uylc1Q7pCkXzM5uh/1QnUZ1hiyKyYREdR2DWPJAd3RdhNaS5TLjPYcFynSAYl1Z85Gm7VjM7WjZO54SlFVH2+I01G3wThO4e7chH8SUD+5S3XsJWewhixHtcsaV596BlBFXL0dMJxEHY8Eki3nuoKBtEj7w1AIZRRxlOZeSnOvxmKnMuZxOGKYDBsWEbDglKcbhczG6IY5z52F9ajW4/fttl5Zx7oJVNrxsy7zxJnjH6egRkZFt7XEfXPwoVnVxm9RVUoCgiOenHERiTXBUuUDEKbObn2G1OGW0d5lqfko2nHJ65/MUgymzB69aFTYhSdMcYzQP1mcYDAtdszSN/awiSd1p2s6QRII4shn50fgyQkhmp7dJ0xwhJMODa6xObjI4uI6MU8qz24g4Ix9fplrcIa6tmlwkRBBeiZMhp3f/DapcsDx+mXR4aMcpjUGIlKY+Ce59fmFj1EbcyC5Yxaa/7kbPLEHOHnuj20DK9L1vuaV4+FZEH8R79HjCWDUriqRA6YaL2T3y8SGd0SzvvWCDXTFmdOU9lsjmZmetvrbNtoULDp5MBt4H/NyKvLjsYhtGlS7D3wjCAAgJBkgHB06I5T66rWnc8wciJo4kV0dXgh1pOjggEoK2XpANj4K1o60G2HK4H4ULQT6SZOPL5NMrNMsZd09fRRlNEWcUjji3Ni0LbefEXzzvqJrN5WowLPmaKyOU6TgcKD7/wKmddRFPXY0Cka1pbSZtDAzoOL+w2Xiax7SNwdRr0sMbxMMJnWp59mueJZY2mx8ObJlem45n9jImmWQ0KnnXcMRIJBg63pMeMo1zCpFyNLGyp8ODaySjqT2ecUZS7NmA5I5xEGxx0wOqXiBESl3eJx9dDVWNbY9sj21uxLaiW71+QFocBoeuYvqMlbp1j03yvWAK4iVgdbMmHU45feE3uHP/BfYG+zy4/xKrds3eYkKa5Nx68AIiihimQy6qOalMME6AZ6Fr0kgyEilzXSNEZEcDTUsiM4QNkdyb36Nw1rOHbhGwOLnF+NJTrM/u0BlNcXCdi1c/SXv0NMNL73T96NzyBVz/ul7dJ9+/gartfhvdBPKffY+76obelvdhU6BI2qDtLVbNFgkzEiJsb3vU7K1GZttGH8R79HjMuP3pf0q7Oqc8u8tX/em/yjifoHTLol6yV+xxfOuz5PmQ4cE1TNs4GcqNZrolLm1sG4FA3gFCGTIdHAaxEM9w9ozoOJs8kll4QpCQoFRJNjpkYT7LyfltYiEZyxzVGQ7yPeI4YXjpKbK9q9bgIpKkw8MQfCxRzppQWPWrKthXRnJTes8nV5jzOVZu9EhowUm7JItichEzlilrqZjkDXXbsV7nRFFHKjXv+a4/Tl2nfOQf/DRff2MYHM20gb2R5HiuGA5sGT3LsBKso4h1adnmjTteMivQ5ZLBtWdoGogLq4MuIrh2GPPcQc6z05xMCq6MFVkkeUe6x1CkDEXG1dERo+E++cTaqnrmdzLYDwY1gXjlMvE0n9JFtt2hVUU2PGKQvhOtKtLCZZNhhjvdqbJsa3dbvfkmSIXqduUkW3O6LiEbpbSl1RCQcoTsNKqyYjAyHbA+fQ0Zp8hIcLo84V5zQRpJThZLhjIljWJWpsF0HSISmM5wp54hiGg7w9LdV3eKe82SfZmTRTFzXTORGXEkuJSMKVVtX8MJwhxOrrA4uQXA6OAai7svkg2nyHTA4u5nyfauUuxdc/afc3RbkuR7tGs79lae3WFw8IzrYbd0Ltj7SpOQycYzIJi6GLd4FUEMxp/zXadRzTwssOCtHbi30QfxHj0eI5bnzzv3KFvS/Pyv/D/Zm15ltTilVjVNW1Oqir1Oc/byPdI441o2YHnveYqDG6E/6i1GfQl722d6QyqTO4xotgQ9gn2jt4CMc+J0QLAvdf31uBhzdPgO7p28zIUqGcuM0WDK6OAa2eTSDus6CHI48o8VHxkHsQwhE3SzIk4HjnhkTVCSwZhCpixUSakbhjLlQbvEdIaTtuKsaZmVkq6LUEqitaQoaj7w1ILXZjHf/xe+i4/9s19imEoOBgm1MgwTQR4L5rXmGE3bwv4eXCw60hQWC1gcn9v329Zkl65x+XJCLOHaFUHhVNme3suIRcS81nzL//GPcjiGXMRcTSZMkgGjYo88H1FML1tr1zglHVunMu/SZtngtlpCp+mcnGqzekCS7wdLUS+Osx2wN5+rDmNoD98HG1LWxkQksYu3SCLHjhipKoxuKKZPUc3vkeZjFnc+y9nJa5Sq5oXqBBFFLmBH3FdLjuIhuUhY6YqZqsiEJHb9b4PNyDUdcSQxTlcfIIkEuusQdJy0Czc2KDgQEuGC+eHEMveXZ3fJh1NUvaY8u002uRRm6yNhRyDjbIJuVsh0QDbZOMGFvrVbnG5PaRhT7YzxIUC6UTE/QbHjk+600v256c1Z3urBvA/iPd42OL/zcTqjOXjqm5/0rvyBUC5uugvtEXE6IimmAG5sSDPZv8art37HXkiNRvuy5clNxpeeprq4j4gzir1rqGZJPr4eSteRSDGqCgHcl9qB3Ww9jJ+JnVEcD3+baixD3LQ2Q35QX1CIhEKkGKNJijEyHTDYf8q9VkPXJVYv3Wuv86jIi98vn/2IOKVZzoiFpO4UM10xlhlpFAMNl5OC87ahaSXn5xPiWCGlpiwzMqlJpGEyWfHN3/9hlIr5+X/4M9atTBkOOjgvFbEEr5IpBFTrjvmJZaGnB1esKluWYgzsTSNiaRXZnruSkUk7SvYffd93sr9v+MBewUSklKblmfERw73LZJNDRJKR710hHexbaVIh0U1JOjxEpqMg6NLWC9azWzZ45/uBhR2U1x4iWqlmteEz1KtghOL9vbfJX3X5gHz8VGBnE0lEbBcOVto1sZ+T0aTDA+rFA0SSkSY5ujOIKKI0Lee6YmlaO6NPR9sZBsIuAI+iATfbOWkkaDpD22k0HUvdUIiYF+sZ0zgjj2IS914GIuEoHkBnOHNjYpfSMXfPb1HEGdPxEdVqZolvwOr+K6QTWy0YX56E97o9Ymnamnp5aslsqgzBefscDo/VLTKW4TPYzr4jRPheGFUhisOdz+CtHsChD+I93ia4uP8JdFu+rujJmwkfFP+g5gdNdbYROdme28ZahI6vvC/ooVezBxztXWNdzindONlFNefO6phnqhXjvSNknFpC2Ogo9LntRah16l+W3OSdnCIhAttW1fNAFpIifySA++y+rSwZyqiGSMa0zZqxzKlMSyoT0rQI43A+YxHCsuONtjPPvmxudBOIV77U6/e7rWYk+R7FwTWy+y9Sl5pCxKx0g4wiVqblQVtyXBraNuaVX/xlzsuWb/xzHyZNW5Tp+ParI3713orxeM35+YSnJhnjLGZRK27Na+q9jAdxg9KasuqQMkKrjiiOMU1NvreHMR2Xj2L2JhGTsR0ne/9Ve/E+GCT8R9/3nQyGJVfGimk8YiIzDpIh40tPEWcDu6DJBmHGX1UL4nyMTF0AcBmddpWQIBnqJgrCVMGWyIlXIhMy2XhjR5LIHTcgLAq86luS7wctANXMSfJpyMaFTFCtbafY2+ws+fr4JkpZUxurA2B40JbEUcTHZkueGiZM4oTjpmYoJVPX2z6IC1b/f/b+LMayLT0LRb85xphjdquLFZGR7W5q165yuWyqaI0M59IYjm3se0Hm4FeEhZDgDfGMhMQjElg8wBMgwQNcgQU+BwR22WUbLvgicwF3FNXtXbt27tyZERkRq5/N6OZ9+McYc67cWaapqkPtqvilUERGxlprrjnnGv/4//9rnMLbzQ4zQe9rbTpsjcHTtsXv8AlZ9xa1A56bGqa3eJjOwBKGK7UD99X5evcci+kdPHv6JdwDUCzvQ2RkiaublQf0DSOF8HmR5QLq8ByZ12EPyTh4B4TuR1Ru8+32sfGMqq/BJd2TsWpnw337YYjbJH4bH4oYzwFX7/8KeFpgdue3/d/y2r2z/10uA/vVl6AOVwBAvt1BUELkkZcdIrSU0+IE07QAExmy2Rkm3evYPX0Llxdv4apZo+ASU1FAmRarmyeYPfw49hdfgqpXKOYPiOLFJdG3Eg4uU//8s8ifDZVImp8ctQ8BeJUuX9XFmSG5VQGA7WpkxRSTtMChUyjSAiIrUZ6+ClkujlDpwDC/JSoP8ZnhQGCi3kbBjL63ELJE222o3ZwwLEWJt9UNJiyFcj2WvECbGryVtHB9gjd+8A+h75NYVQvvJrYsHW5gMJ3t8X0//vvRthK//s9/EQAwzzgOioMlFjJN0PEeXABZVaDpGqimxaNXJ5jPEhQ5fU0Kei/nVYpHswxZrnB30eIk40gTDgFqCZfLB+BZSedocoa0mHve9vzIASycl25/gWxyF/n0fvzdyxJFSOZhAxauo1H1kcb5WBPc6gZpcRLVy9J8EcVLwt++qMnerJ9gv7nEqr5B4zTmLMN/7a5RcoF/96yG6zkOygKwqKRDNeH4j6sdeAK8PulwsBa274kCyBh4wsCTBDMp8J9317if55CMI0s4Sl/VX5kaLElwJuizsTMNMp7GRL7fXEJ3DSZ3HkE3O5y9eR6TK0CAzSBWA3gHv9567np6VIWPaWHjxB26UAAgy1M0m/fAhIT02vWA9yUYWep+K8etAcptfMvH1Vf/NSFrvYlEwjhUfYPd9Re+6a8dEs/X0v4Osbv+Atrt+2g270M3a7SbJ1FhSjXXpA8eaECjCooxCZ5WmN39JGb3PwlRTDG9/1G88rHvw+unr0M7g0LkuGk3AIDrt38V+4t3oA8r7J9/mTYYfo7nTAur6kjjCtQZ7jcRL9LJgKBHrSI4qO9tNFPp9lek590RqC5NGMpihsnd10nXXU6QZlMk3sv5cPNlem7vBx1eh3EJ3W0h5NBqT/yxhepqPr+HjAncFxPUzkD3Dl1vUDuDyuct5xj6nhK3UilOUlrIPzopcGfi8OppCyk1qqrBp//4H0LG6f1eHTRkSk5mMgXKPEGeMczvnmF5XmF5QoIuZQEsJgzTjCMTDI9mGT75I38YADCTwDKVWPAcFZdIWYrD1WOIfAbm9cMJfS+jwA51P/Zo1gTgkuUdqMMVdLuOGAJgEPEJ4fx16J2LrfBgmxmuszpcwZkW3e4ZVH1DbnRMog9J3+ro1GX9mCVef685Xl89pq4K49C9w5VtMOcZnrQ1qsyBJT3WuxzPns/wlWcz/IenPawD1g3Hrz63eGvV48m+x9tbi3f2Cr9+rfDWqsfzTmHV9Xjatnj7sIfpHS7MHlvb4ZnZY2M7XJkDrgwd35P2hu5tD3rTqobTZL6zf/7WgNPw947parTrC7Tbi6NNUBgZuDBieGF8BNAsPIBEgzNcGEsZfTii630YEjhwm8Rv40MQzlACH7fSZblE7xTqzVe/oa+1vfocdLdB1zyPCmjOKRi1/4AwyjgItFXDmc4rolElRjrMU6qgRvrlMvdVrKC2NoHDJqhOP4Lqzhsolg9w583fhU+8+XtR5hOkCUejGyjV4PryK7j84q+guXkf26ef8wv58whSc1bTYg7vHPYCxUx7tydnNXmPM0Iw63YD3Ww8Pc0nja6htqYz+K7734v5+euEvC7mNIf0G4a+t8hng1lLms2PFsGsPIuqboHvTFrVDVhKKnUsYUgTDo4EacLAEoYs4cg4w7RqkaYaj3+BKuw8V1hpmsN+NFvg9bJArYFJYbxdqcCjWQbOEnzqXgXBE5wtGYwl7XTGgKpKkGcEYDtbJlhMGaRIIFiCKmU4KVIkSY+zRY1ScNxLK0xYioKlKHNSLuudQbl8ldrnIofVe79Bsej2z8lVbHY/ytGKfB6BhtY0UXUtVN9hU2NVParAtwSGcwpW7WF1Q/Sqbo9uf4VufxX/9ki4J2rh5x7nUEdHNFXfwOoON+tn2OgDVG+QJxytM9gqh+udRN2m+M2f/vdIkh5v/at/h/V6iqdXU2hDacP1CTZ7iU4zrBsObROkosflgeFmn+LdDUNngSvd4kLVuPSblbY3uDKUSK/MAVkicNVtsdMNtocbOGdRry/R3Lwf7VJDdV0uXyWe+fkbJEmccFi/YYz3/kijH0DsMpF73oqMYkJ17+/frDonEZ4Rte/DErdJ/Da+5SO0zoyqoep1XCTDgtfu3/+GvM726nOxpRYAWkbvB2SwXxyM3pOeslMweo/D+m3odgXnbOwWONMhSTi6/UUEGQGgRB6SOQYLSC5Lsqic3IWsliiXr9KsVWSopqe4Mz2HcRabeoVdu8X+sML++XvRjarbX0M3K7/h2MbFCQC12dMqVsxhZu6sBhKObv+MZrCqgfEJvHcW3e4KzkvA3pnfh1Y10skC5dmr4GkBkVZIGIPpdlFzOnBrxxxb6zcz43BOeSEPAs4lTGBezDFPS5/AE6RgyJlAxhh2hxx9n+Cjf+z3QwiLQ53jXpZHRPS9tMI0A86KHqdThSxT+NgP/2EIluC6MZjkDF1HHPH5LEHiTU1ee8RQFQRmmxccs0yAswT3p1Rdz2YHTCW9huotBDgKLiFlATlZYPv4c57Lv/SVoMTu8vMASCWNiQIJlxFIpZubmEBeFHAJ5ymo6oVRSMJknNM6q2Ll3h2uj85p+Ptx8g6/H99rAJAWc+yu3sNa7eB6Aq+1vcVX2z1mksFYht/8Z/8/WNfjP/70L+LqoOAcg9YC+0OBuk2hNAdjPerWa/EbBm1I2nZeapxVFpwBW23QOYfOWcI46BoHp3HhK/H39BZdb3BwdC8Yo8E4eZd3+yvIfEGJN62wv/gSnLNQu+d+c99EEyCr9hH9b9Xh6J4z+uAxGROYbgujajjf1SA2RnrsoPaicNK3cNzOxG/jWz6sqpEwAbW/QrEgC0ORzYiW41vFxldA/7No0s3Fr0KWp+Bp5alPPM7hQ0IKnFzGJIQkqczwN+pwQ4nb04CYyMBEAS6riN4GjtHHscXnK3GRTamCzk/A0wm6/VV0n0oYx6ZeQVkNwagq31x8EdP1+7h7/+PIDmvoeoVy+SpJdjqF3nkVthHdaGitUhu92z+Px9w7Q3roIoNVB8hqgXZ9gf1hhbKYoVreRzY9RXnyCpxVUO06anuHY2QJbRR62HjuoiiJB3iFBdKZFt3+ipDG7Q7Gari+x5mowJIEO9vhfbND5xzunhzw3sUcWqWYTA/IpAEgaUadcDxMC/yRkxTv6z1+pd0hSXq8/ZlfAmcJBDtgnnHs2xq7g0WRU/u8KAiFXhUJyoyh0Q53JxL3pxIZT/DGD/1vmE6BTcvw8WmGGc+QMQ7X99gfVpgD8fpYtY/KbPn0PJ7TMTOgdw759IG/Z1/iSieKFzjgbvRYC3W4icYlut2ivnoXCReYP/wef/0crDkQ9sFz8VW7Jk76WFPAn//nm6cwvcWNrbFzCl/ttpiJFP913WJSKLzxQ/8btE7x1mc+i4/+4B9BkvRwjkEy6uq0rQTnDmlqcKgz5LmCtgycOYABTzcC9+caK90DsBAsge178CSB6XvU/nnuigoHp7DkJa66Lc4AuLWFkAXk5ITa/35zMrn7MRyuvoJi8RBMSPB04jeD/p7y9xeXQxeItNhnhPBXB9IxkKVXJ0QcO4yr8A8DKj3EbSV+G9/yQTSdAk53RN/xamUhgQ+SieqoAvzvje3z30A2ue9BWvIDC16gboV2NYCYwJ3VaHfvo90+g2l3UU406JyHCHaIseU5avmFTUNQX+O+BV6evALd7FDdfR3F4hxvvPl7IX01ZZyF8Jzbp08+j3Z9CbVfod0+Q33zNnS79rxgaq0nTMaWOomC7KHbDc28fetc5FOIfIpscgqRz2C7GrZrIHhKlLeuoRkwp0TCeAohq9gm7531lpbHkpVdTWA/q5v4XhmTMKoGlyVs16CoFnDOoZIlWEJCIrp3WPAcJ6mE5IAQFow5WOsX2oRsPwEg88lcJAytZphNG3z3/+v34bU/+gdxp0zx/k7B9UQx0xqYTxMsFwzTKsGdmcA045AiQWscOuMiaA4AKukgEw7bez5075BnFXSzQ7e9gqrX1No+XHuhmwl6Z+MIJl5/384NnYtwz74sAlOAVN2oQicTleMELjwC3vl2OxMFjD7EGXroLA0z3xSJv34Zz/Cu2mBrO1yZGrZ3eN51qBVH3abIMg3OLd78oR9AkvT48s/+AoQwUfpWpAauT2AsA+cW1jLUTYZdncK5BJPCoLOAdUDnehjXo3MOtu9he4faGjzTB1yYA1a2xVuKZuMs4SiLGRLOkZYnpGHgqXi6JZnYdvsMPC2i9kDCZBxL0Am3MN2WxHPK09F5HTzCAUQFwfHm+n+WifK/Km6T+G18y4fI5mBcYv7oU9ROZzyCWBiTSL06WKie/0cTuSxOwXgKWZyQ77NPQJG7y1NKUiEJOgWjqD2n2zW6PS3ear/yi3d9JDEakmdAgut2TbNOv9DS/zXRs5haeylENsfZR38fyuWrKM9egZyd4pWHn0TGM3SOqtZdt0dnO+w3l/jib3wWm8efQ7e/wvq9X6W2oT5AtWuaq4aFTdMsNix4WXXqkc8ycthluQBLM/CsQDU9xWR5H/ni3FcwHOXiNYi0wv76C944QsbW8IuAoKw8o9eLbV0ZFdysqiGKCazuwBhDZzpMRYEZz5H6GblIEqwbjjxXODnZYTlrMM0N8Zh7hwmT0L3D6/IE99IJPnUmoA1DUXRgzOF3/vEfxKvzDCclx4Nzho+8wnDvDsNyyvBw4VHOLEGV8pjAO0Mbw7rOUaVA4wymTEI5A9s7tN0BV0+/DKsaHC7fBkDUMX8BkXCJNJ/HFnaYw47V9qz+oDf1WBiH2AJtVB4DAFWv0G4uPNd7gWx+L46WdLuB1fvjNrrvvljTorcqJiyRz3HQNU758NxbY3BRA1nqkGfEx5dSgzEHzi0+8aN/AJw7GBM2uAy9S9A7Bms52lYiFQacO2ibwLkE1gGSUyK3/ZDID97cpnMWz/QBrTM44TlubI0nzRVuNs9Qry9xuHw7bqxFWoGLDExkqM4+EiWFyfOc+RHSIIgTNvvhZ+bHEkZtj/6PNs7UBflW1Uf/reK2nX4b3/IhyyXNEtMC2WTQnTbdDllFC6eQE+huM6LUfHCB/FqR8DRSn14URuFpAehB2SwkYcZTqPoKutnAmQ711WMIb3gxOftoXDTCczmnIuc3YTLyVYOXtBhpood2N+MaqiZwVLF4iIQJ1M8f4/7DTyB//i7qboerbkviMNsLzIs5tlfvYXv1HpYPP45ue4Vi+RDF4kGkflndRIxBcEejY/5YdHECAN6TWQZjwxKRL+56/faK+MaBm+zfY6CSvXjurWk+YN5BQKs9tdJ31+R0lTBCfesanTMQCQNDAp4kmOYW15pDa45OCXz6gUbBUsxZhq43OBMVltkMj9UaUyGhjcHdRQttWhz2pTdKAe7OUtTa4fWTHJ1xyATDO6sWgMO+sygkw6Y1mGUCb//sv8X3/tjvxkEDXWaxc4qMPSwD9zripqtRLB+QrGlaQHiHMWCosq3eA5jQufXJI0n4wCPHYC8aEjwBOVnk1Ztu7wVkaqTF9EhDvXeGKvW0iAlvrAEQfg5zebpeBBy8tg3e13tcqAbPDg6SA8omSHkPzR2k1EhY718nQd8nSFMDlvSwlsEYDqVSpKmBEBauT+BMSIQOVCcOXvKc9bB9j60C7pVAxhjgLH7jcANb9XggJmRz6z+HaTEdOjemRVrMITLCqwh/bgIv/MhpLKGZet9bsCRFD8IZ5NNHUSedznNLKHXGo76Bam8g8+XLlopvybhN4rfxLR8inaA8eQNWH2J10TuHPrFRlKF3FiKdRNAZQAC0dvsE87u//Ws+t2pvYrI9mlf7ZBpawH1v4fo2tsGDhGV9/VW0m8toysBl6WeYCsAHxVT62JInKhLzYLMoLsGApOcwehfV3VRNnG1ZnqC88wrq548hRAppM0xtgYyn2OoaV4drtE7jLJshu36KbDLH4eo9TO6+jmx6ClmewCjiNIcFn2a494mzngb1sBTONJDlCfLFOXhWxPfG02JAuvc2yqo6q5FmwWr02CLTqANkEcCJe3BRoNm+C+MBdACQFVPUDanEVWmJm+Y5mEepz3mGO0ULnig0JsEi72F7aiJmjKNiEmnCcNWtcSZKfEWt8b33Fd5ecbCkx5d+5hdx0P5YeuC0oGVvlgl0xiHnCS4O9J72nUVnqWJ87Y/+QSwWDtuWIZtxHJzCmX9vj9UKn1q8QQh1a/x5UegDXzsk65Ghhm7XR7KewVo0nLNx6z1gFuJnIJvgcP0OdLNDefoqssnZwCAwCnZ/jfLkEW0cwnjDWvBAefPXizaqDt3+AjvTIE0YMsbxvDXgjCpmnvQAA7LUQrMe2gj/OSSQo7UcxnC4fhg5WMuQJD2SPvEJnhI/SyxCIrc9kIH+eZLRfHylNGapwEkq8Z+31+CzBCzxz7sFpjdPEfy8aXM70PISnkJE5bU0UvesB7eBcfSea09jBN8V8RV5ggAulUcb+A9TAgduk/htfEgitJrHKmV9z2DUNu6kAcT2tfOqVV9r5hgiipO8ADQympJNWJwDqpue+xpWN+j21zhcPaYNRFZCNzuyeOQygmZCBW9VEOQgaly07fQa0ZwVMGofK2NaeBA7EM3mKZh3NBNZiaJaoKgWwM0TbNotZmmJra5h0aMxHb709HOoRIZT3+LV+zXyxTmqO2/E953mJ7Hql8WgfW67FgmXYEJC+EqodxayHKRCA6I3STiM2X0ACT3eEAVDj/D+AlDLqDpuftrtNSbVCbZ7Qlyfyxkaq7BzHRpnUHIO5IBxPTLOkTEW2+gMCSqegyUJhFXIGMdN62CdwHyiwFmCTDC8MqdjfDjLUGsLkSS4aQ066zDRDlc+kW9ag21n4BxDXee4c3eHrdGQjKN2BgIcr2WnMFZ7wNkautlAZIQ2180KIpsjYRac5fFeSPPFS9u1YaMIDD7sQZyEuObU8ZHlSbxXmciQTQhBH3XGfTuZ+esSgJPBUS6Ecwrt7hJr2+LK1LjwvGmeABZAqxny1MGxBJ1OwLlFKmjm7foEvUuo4rYMX/nM/wev/MAfhnMMCevB+h590kNpgapsoS0lcMYSwPXYaIZ57lC7HhkfgdyswSwVUL2F6wcNdmu6D1TGwQyFcAY6UvZkeR559UgG8CSTMib6mMATHtkAYY34MIHZxnGbxG/jWz64KOLMWLfrQRsaVLUErnNw6eqdQrN9DGcU7nzkB176nAHNLtLJS2foY5vHgErvPbcaoFZpsyIPbNM16K1FvjhHsXjoub8kTkJ/q+NCYboN0uIkLrTd4RL55P4gZKEOSBhDmk1pMc8m6PbPyUiDCbTrC/CsgOgKdIc1ia/45Kc6gzRhaJxC4zSMtri5+Qpe6Q4oD2t0hzWsUVi+/ruj1vRgQUqbGeYV2AJil4kMXFZR6jUcN6DjCEAWp5T8QxudDeMMa5oIeBuHqgnElM3OoA5rVMsHqNeXkCKH8tc2TTiyROAjcoGCkUjIc9Xhjsww5RIOPbKElrCMp9DOwPU9pixDYxKUmcWzqyle/6M/gLc+81l8/4/9EJKkR5YpdJ0EYw7GCPyH/+tncVAWZ1WKL190KCQlgM/9q5/D9/3474eywI0yeJhx1E6DI0HnNKYJw35zCTlZRJS/syqqiDnVkCSqT6K62yHNprH9Sxxw6hqFe42JHNKPKkLXh3EP5JJl7KKElnsAeo7lWoNGODDM2AkAinjNE8Yx5Rme1Qe8V3uGhQU4A6rMQdkE2ibIUotUOFiXYLfLkWVeMlelePezv4RXfuAP463PfBZSMLz2R/8gkqQHYw5CWGgtkCQajiWoO4ZpbpCnDsbRa2UcHuTWozYWpeB43O0hEw6WJGBgeIChMibpXsJRdPsrZJP7MYEfWZeKPAotJSwkcDZ074yCSCc0QvPX7MOawIFbYNttfEgi7J6z6k5sUTqrCe2ragJuOQfT7aK29Ni+M0R7uIBqb+JCZk0D3a6OF8Ijfuk+qmQFcRSj9tg9/TxsV8ckT57ID5Ewjnr1GFY30M0KulkRoIjxaIwR2qWMy4i6De30CGiymihDHoCWMIFu8wzOKNQ3T2FUg6xawDkLYxRyWeJETiATgc4ZFCxF42jBvaxvsK/XRL0REs3m/cFD2SPhwzkOblhCznySyGDarT92GZWzZHHike2ks04CMevBs3q0OQgJPGwUVH1N82MPkksY6azLYkJjAp+AJE8j+rxgKZaiwGv5BDLhWPAcZSLg4DDlOXKvp31wHXI/x396OYPRAnnegbMEqdRYLHYQqcF8vkeS9BDCoEoZKumtUbMEjXI4KAvjehjDcbXNkbEEO6vwlW6DG9vgUu9hrIHSLazuyBfcS4Kqww10cwMmisj5DhuzMPMOG5vBcc7GGe24ra7bFRLGMbnzZkzg4SvIvI5n4SGZAYjuXuMqHKDZeLt6gpWp8Vx1KEXizzdV4QC11LPUodPB7S5BXnSwlsF65TxlHD73r34OnXW4Oii8/Zlfwjs/929gLcev/vS/9Y5zDNowOJegVhzWbyS0JYnWzgKddZilArWniW1sF481m54O7IfeIpuQ89nk7KORSx8iqCsyDwwN1M4Xux+hCg+b9wDE/J9htnwrxG0Sv40PRbw4tw5+wLRQKuIcHy5gui3a7TNY1SDNp7h+/G8BkINYEIUJs+AgmiHLs4EL3tvYZjOKqvXQolPNFUy3R33zLvYX76C+eYp6fUnHxXi0nUzz2VFyN0FlyxAFKMxKjTrE1wzJr+8tVHPtTS/oGK3poHbP0e2u0fjXc9bCqAbTk/soqgUY47izeIDzyTkqnkEkHAVLCYiVMDS6gZAFWv/4Zv0edLej9m23ixVzqGxCQiB7Uus3EiyaT1hN3uCyOIubkcAXD3PusMDqbhvPr27XUVaUeaSxyMp4naUHexVpAe7R6UtR4ITnqFiKc1HikacInacTnIspZnICYzVYwiASDt1bnBU9lidU5WaZwqf/j9+De2c7PDrROJu1qHKDsmzBuMMn/9j/jnsTiW1nkKeEqDY9YF2PrpPIpIHtSUb0RGSoWAoHh7XaQfAU6rCBbnZQ+yuoeoXeGZh2d6yiZ1o0m/eiHKrVh8gjD2OMMKKg83uIFDNV30Dkc2STe5DVmR91FPEr4RIimyPNT7zOwSDqQvf7gJAf29bq3oEnw1xbMCDlLibaTjOUmYX1gLbeUQK3huOtz3wWnSU63tO9wk1r8NV1i11n8PZnfgmf+OE/AmsZmjZD31NFn6UOu1ZAWdK7B6jy5wmBF+/ltNkgjfUGN6bG5N7H4r0j8yXqm3cAAO32KXS7jlK+vbP0c9i4MOk/Z6MOUB+45PqlmvUf1mr8NonfxocmwodMyBlSX8ES93YDVd9AHa6j7nfg68ryzpE0qzOtR2kfYltSd5ujD3BIWpTsNWmf+8eZbg/b1VDNHvvNJZyvbrMZcasBrx3eDfKYvbME4gpqUp5qxnhKi7pp4hy/92jbgEjWLSWH5uYprO6w2zzHzdW72O2eY3XzBLvVUwDA9OQ+ZDGFlDkeLR6hEjnO8xOcF0tM0gLTfIbry6+g3V2jvnoXRtU4XL+Ndvc+jNqSZKxXe0t8hSPLJZiQmN79Ljp3I+nWYBAxXgyThMdzRX9PCSzNZvHvAmc30tF8NS6KKQmUMAEpqbK2vcM8LTHlOWYswx1eQSQcE5bi1ZRQ4NO0QJlPUOZT8ITB9Ba6d9gqxOTDucN8ovCxucD9XOK7FzlemQH3Fh0mVYOiaFGlHL/rwRQnhYAHsuN5TfQq5xI82XJUguPtZoeVbSHAsTI1jNW4vn6MbnuFbnsFZzoCmhkV75/Q2g1VZEBPh8QdZXJ70jwPeve6HWbtdP9Tcgrzci5yT7sapHuHrookzIKfi0d6pG/t1zfvI2OELRAsAWdA59vp4StLvf6C83QxS5QyazlM3+OgHZ7XGpcHjZtao7MON43BqtH4lf/zM7CWg/vzF0BwZWYxzQCREHd8lnLMUgGRJMgYw4nXod+5DjOeoV09iZ9N1d6gOv0oACCf3fcYlWO3scC4CEC21Ku9hXNO99xghvLtELdJ/DY+VBHkT6MzGCjpNusnUPUKzZrm1AQyCgYd9HeJt38kQZaAIC7izC3KXsZ55SFKpDrToNk8RbN+gqsv/0cc9jd4vrtE3WxhzaBCBlAbnwlP6VK1T5B21GKmhTYaNYQE7it+mr8r1KvHaFdPUD9/jMPN+7h+/8uoux123R67dgtjDdrugOawhmr2SIsJyukpGON4eP+7cOfOa5Aix3J+D2VBGwyrO2yefBHbx5+D2l+h3V1C1Tcw+hAX+uCClTDiOotsApFN4sYpvI/ArR3PFEMrczyjDT+HiipUnzTOULBd7aVLp7Cmg/HStUVaIOMZ0oRjLgpUXOKuqDBl9LuzbIHMy9KGCj4g2u+VREd7/eE15qXG/+PODK9kE7yZn6DkgqxOFUOWEhf6zR/6AWSc4WOnBaqMefcu4K2f/dfYbCZIOfGbS04dDtUTBW7XbjGbnEI3e6jDGqbZoXcGXEhPP2xgFYmvqPpqdG9t/YZSRQ7/GPVP14qoeUwUyKo7sTVOmganURQofCeg5GDgEbnRXrUvjEkIpJlBgEcbUYBm1MoOlTlPyPBEeyR610lYy6mFbhxWjcZBWXTGYdNZvL1qse0MHm87VCl95rQWUZyn0wyFGEBrs5Q0ADrnwBOGZx1t/pT/LHW9QX4y6PEnCcfh+i0AVImP78ExwtwoUq0LG2Umcu/uFox+SHRHeNOYD3vcJvHb+NBFmE+H2V+zfkIzyYYoN0F2MQBcKGFIBMtN4OV63mOVsdA+Dl7cuiEXsXZ9gbbdY9duYHsH5bW/eVbCtFtY05FpwwhFnDABNpJxjbNPR3PUkMwH0JymBdxXqaarsd5eYtdu8LRdYW1q3OgDbrotNu0WxmhquR82kJMFTh5+HCIrUC7v4/y170G1vA/nLJZnr8YZ+urZW9i8+znU1++ivnkXzeqrOKze9q99oESeTaPueladv1QfnYsCaTanRJ4WSPOTkV/46gPnN7aQA69alsjm9+J1K6anqKanKMoFAECmGQqRIfPGI0ErXTIBxhgm5QL59BQiKyFFBocerTN4Z9Mjzwxsn+C1qUDFUpzwHCVLcVdUuCMzvLlgeDTrUeYaRdliWQi0xqFMKYlfN4RcBwBtEzzeAsK3nzeug0g4OqvhnMV+c0kYgWYH0+4iHsN0e+rGWAUuJx6IWUcJ3DAWCuYkQRa3O1zGcY8Ijmeexx8q7JCcEs8/T5iMm8FQfQ5z8uJIcRCgNvYrcoaSc2ReoS4kWWUT2J4qaMEdjBZRyrYzVIFvWoPrxmDT0hcAXB40Oq9696Wf+UWSau0TtJ1Ayvuj1w6RMYavHlrcy+jzXDCBBc+RJQLl4hGdR08bzSZ3IPIpmcp4ylwYj4UIeI3QAQr3rZAz32KnMdC3S9wm8dv4UIVRhwjUCVaNsjxBbw1EMQUTGdJiTh9wxmgBjFUKKaip+hpCfm0wyxhYZPQBurlB7yy6zTPsLt5B3e6xUns49NDOQHd1BLk506FZP/FmLatBPYqJuNg408I5FZH2Y+lH552qugPZl3a7a3SHNQ6qRmM67FyH1mkcrMLOtlibGpf7y8ix7q2FbnbIF3chiinSaoFy+QDLV74b7WGNtj1ACAnGOC4v3kK3vcL6nd/A9v3PQ9XrWOmEajDNplHcJZwbISdH1bf1HuQAVUuBLy7k7IjCExJXqCgD2K93Bqk/VpZKdH4zJtMceVbh7OQh7i4eYJnPcZZOsRAllvkci9k5qjnx2LmQcJ5u9rl6hdfnCb77NMFZ0eP3TO5hyQvcERVOeA6eJFiKAiUXyDhDlTnkmcL3/MgfxbJII8hNJMCznQIXFkqTS1fnHG5MgwmTML2F6g329RrCd156Z+F0F93sgsCOswqm3UC3K4+7ILCkblYxcYfzq+rrSMfLJncjDiFcAxY2pD45sRGnPCZ3v1ESchKr1dBx4qIg+qDHHJylOQRLYBzNxQGqwp2jRKu1iFX481rjyzcNtq3BQTtsWoN1Y7DvbKToCZbgoB243xiwpEea2giaC610ep0EGeMRXMeRoGAijk7ESHvAmhZWNzDtzncpBoZFwLLELk8S2uoyKgq+SMX7b9FPPyxxSzG7jQ9VkN3jAAgDSPO7OCFFMyDwZn2bbIRMJW1yiTRfDJXyaJ7W7t9HVt09eu7Q+lb1CtYoGKOgnYZFT61bJsBFBqcV1H4VF1yA5r1G1RD+d6bbR13t4CDmnELSe7OK5sobOnBwkaHbPEN98xRKNeicxqXeQ/cOtWvBMVQyLGEouj3E7hqymqNYPoCsFpDlCaHLVQ2erXCnmKLbXUPXO5jNJWaTUxxunhK6fXGOzbu/jsm9N8HEY8jqDpxpkE9CxZOCZ8VRKz2cp3AOx23zQDULfxuSvDMtdRhCy5dxyPIErekiD3569ghOK/BUxk0Q97NSKXIwxiCERD47BRcZeFYCuIZzDo0zeC2f4El3QMkFzmSOPOGY8xwsYdjYBqe8RJp0gARK3qGzB+xahyxTWBYCHznJ8fnnNSW2vodWKfLFHvenDgeTYF5kcH2PzlnMeYFdt0eZT6EbUlVzWiHZXSOb+vm/OG7ZjrHSCeMkTAKgBwio2ZOjXD5/OLAVHG1+AmWMpxWsaWM3ypoWaZ4jYXlsEY+9sYMiYZrNCZndNbiXLcCQwPV03g6mwbpNCNDmaXaHOiN+uGP4D//Xz8bjvjhQK33fWWwOPQQHZmUSUf3BBS5hPRLmwBmh3ZUFqnRopYfOxlKmeK46PMxKzDg9dpoWdP+F8+Y3fgkTfhTTRhEYQqUf6/YHFbc0mx8J61jdIOn5h8Yv/L8Vt0n8Nj5UMSi2qShUwtPCo1Jl5JIyrmAUkGYcgJdZTOxR0gGGuWOScOSTB4RID8IvvYU6XMUde7u+iI9LEwbTO7CEo3cG1nTgroBptuBZCbW/8uYN9FqH528jP3mI3hla6NWe0LQelNT3Fml+EgF01iPdhSxgNs9heospz/CkpYq77Q3ShGMfwGMJQ2UnaLc3JI8qK4/8niAt5kjzKdrtBXhW4nDxDibL++itxWFzCSEkLr/ya2CMI5+fo4vynguo5hqyPI9jhYQPsrTjanxcSTIuY/szWLoGQRPi8VOLmokiWrdmkztwRoEHbIHHGdqO0PlOK0yW96GbPazukDCB3lpMX/sumGaLtJyizCdwhx47q1BygROR4VyUOBNU1WVMoGApnmk6hxwJnnUNKsExzQ3ajqrxX/k/P4ODtjhoh9cXAqnUWG0qVNkOn5zn4AmDRY+DUzC9g0NPBjGajpOXWRTJseqA3hnodjdU1D4RcVnE6l1kE88HfxLPRwA4MngRowgY1GDCRg9xek4Zz6vDMe85YD9CguOiIHMRNszDeZLgfi7RGQWekIVoqxGlVb/wsz+Pr65bXB409sri/Y0CZ8Ch7RG8YurOYZr1OM84OEviKIIlvf9/jkVpkHEWZ+GZH2+Zvse9rEDBBE55iaWgc8VFEYWXBm0Iat1HrEsyuOa9+L4BAsSlIzncgGL/donbJH4bH5oIAi0Js0DPI0oXALKKPvS620FwGeeHRh8gkhnJmY4AP7rbQsgqtrjjPDwtoLuNR423EPkczeqrseXL2CWKkQ54Lkso1aBgHN32OtJdnPNynFkJLquoq85EBt1sBq/pEWUOAC3MwarThQWaQSYCa7NHzgQOTsP2PTqnUDCBnVNYmxbzbo/54h5sV0PXK6T5lKoxLlHkJ5DlEu32GbLJGdrtBernj1HNz2FUA2MUimqB9eP/inx2ivLsFVijgN0lyhOFfHIfRm2jVeu4VTlWHAvBRQHTbZFkx21LISuYbhv/HVqcut0hLUnZzekOIithjUK3JQU3OVmMePakkJdNT8kFzQMJ980GDAk+mi3wueYaORO4KyaoOM3VWcJx2a5wJipcts8x5zleyyfYWYWZNNhlBl2mUKUMH1sWmOUCB+1gDUcxqTGTNK+9MQ3ylKPkGRwcskTCOUfX3FmYrkZvLTABEi5oU9bVI+90wkpY00V0fjClUfWKEPrlEta00A3Ry3RzgzQfEhFJt6bg/chD3FDL3XQ7qsZfyFPjBMeExGJ2B9oNjIPPNdf46DTHb646BIg+5w5KpbCuJ5xArVFrB9cD+0Pv71PA6R6LKcM8F5jnAlXK8N1/7AcgJbXSU97jrLKEgPfV90wI8IRhpRXuyAxLnuOuqND1lKTvLl+JVTadNwYuJzCrxyhOXjse5yQcutsQ3dELOI0xLt9OSfvFuE3it/Ghiijr6T2yeVohG4lZRP1kfSA0sBva4lYfIIsz/wHPY/KO2ujBi1gUcKPkGhbnfHEXutmBiwx5u4NzNs6XGRPITs9iUpLFNLb9jK+eTbul55mee+1nOXB4mfSUoyHhMY/eFr6aL5jAWrXonMXadLhRGpXgOEklXklnMKEaDEpebJDhBBAR5+32CYrFQ6TlCbrNM1x88VeQ5bTJaA9rpMUE2ydfABcZ5q99ynulK+TTBzAdVZS6XUWEf0zmLxifBHOU8LtgUMO84p5IK49d4BFPgPIkVqwpyABD7QkgF8wwggVnWp3E1wqWqUtRYus6PMqmuMPpeQTjmBRzXO+vcJ6f4Cv1Be6JCZ6ZPdKEoXOkFlZKi4Ow+G3/zx/AZ/7fP4NtazDLCV09nyjcyeg6vCrnKJmIanGSp2hVjTyvYI3ytMMMTndovaxswji67dWIE79DWp34bguNXZwHRcrqNLbVRT6H9a1g0+2PPguEr1DgsoibKucBdM4pMCe/piFNNjsDnnyRngc9VO/wWjbDv1td4awAVi08Ip3unW1nkQmGzjqs9hZKA9b2cI6sXWfTBIVkaA3NwsuUgzGHVGpyN+O0ST3JhhY6T6iSviMz3EsrfLXb4n46wT0xw1mx+MBnX+ZLr00wWIuOMS0v436H++9/xBDpwxa3wLbb+FBEaM8CA0UpVIUAYpuwmL0avcYBqjgC4joArQKwBSAEdax8vbIaQLPbILyRT8+RTc4g8imqs1dQLs4xP38N89NHyIopiukpRDEBFxIiK8Gz0qPltzDtDk53UIe1B7+ZuDgfu0oNmuMhqSWMI6sWAIBC0JwwTwTNL61FxhlKLjDnGS7MHjq2GYd5czBZCc+d5gsUi1dQLF6FLBdIqxOcPPw48tkSzWGNvFpAN/soYrP6yn+CqlfYP/8yusOFP1/Oq7epSJkaR1BsCyCiEBFc5PnMY1nbtJgjLRbgQoLLEmk+Ham5eawDF6jO36AKPCuR5jNwkVGCPKyRyxIH12HvFO6KCufpBHNRgPlkMS/m0E5jzgtMeYY5y3DCc2SMo7MOZQpIqZHlCn/kx38UnzyvsMwFvvCzPw9taD4ezjUAkgcFI0AdY2jbAw476hx0hzWcUXCaOOPd7hrOKLoPfKLvdldoVk9oXGA6tJuLaDJD5yuN542ek5673V3GhN47g25/DdPtI+0qSXhUzxs/fhzF4iGq5X2cTM6wFBXORIG2N/ju2QSmB8qU5uGcOzjHkPEkOsGxBHCuhxdYAxeIP088KJCzBEKQ5vq0apGKHhkn0Nvz1sQ2ukgS3ElpY/NdxRJTlqESGRaz84iDCBHMc7jIkWZElRv0HAaqo2pJ0jd8p2McqvZvt7itxG/jQxGBbxyQqOPEEarBl1leqsNVnLsGvmygmoWNAECzcd2ukU/uQ3fUNnZO+ba8RFqQxClLMxTL+zCqgdMdMsALy5RkfiIkuKyoQsrKyB12WsGmNdLqBM4QAp0W6TS+ryBp6pSKidyaDlkxhVq9F+lVpu+RMUaWjkZDJAk+IqkqVaqJphzZ5A7SPMwKcwL59TYqq42jvnoXy4cfJx755VchZYHVs7d8p0FAFBOIfAZZLsgrO5tC6wN4Wg3ncty+9C3iwAIIvw+o66AlzmWFviM9azKIWcTNlMincJ6DLycDJYiJDEKWSIs52t0lKb8xDudIgvWT+R2IhEM5wg2Eio8lNAeuhMNBdUgThp1zWIgMnbTIuIWZajyzDIw5ZJzhE3/8j6AoW7xy5nCWVsiZQIUUWSLAEhYdt0TsqAwbsMP1U8iC3j9LaQNjuwamq8H9vRLsRQGguvMRulc95oOLGXVoeArTbVEtX/Ouc+dgQsbzlXT7uBENow1ZnkbVQSEnRyYiRPUz6J1F2x1ge4cpy3DKC6zNGksp8JvPgTQ1sJbh8z/zWWw7wghYB8g0wbMrh6qg957JBLkkhbuMJ1jm3vVMWDDWo8pog7RqgdemDI9KaqOfpTldHySY8xyvyjnYqK5cvvHb489j85yE8Tgnj5v4dLAS/rC5kH29cZvEb+NDEdYnjMB1DR9Ya5oIWuGiOFJfUw1pdFvdoLcK7f4pRNjB+2Rm9SGCrdJ8EVvtAKLXsG5X4GkB6bnLQV41JG8A6K2JSOtuf+UTUDeabxskjhbsZHI2ILr9hoK4483AJfcbBpGV2N88RecM5rzAjaW25EppmB64k6WQjGPvzwtjZEE5ljINMqdpvgAXA+1LyBLJ7IFPqqSR3q4vMDt7hG6/gXMWaVaiO6yxuXwHzihM7r0J3e4gywVkeQeMK6DnSMRQFZFZzeQogQMD6I0qcOKh627nN1NEe3JmUODqe4tuf4V8dhfMdyKCiE5I7lxkcKaD7hoIkeKsOMFNswZPGIpUxip8U68wzedgjAGWRGFkIpAzgbVtqRp3DlUKpKlFWbb46A/9QQjhkAoDwYDGGXAkmDCiZwGA63sYZ7FpNjidnEHpFvX1Yyxm5/E6mq6GPay91j11S3S9A0slZLWAM533biePcQJqIfqPsz6N+A/a6DFP1SugmxvIaknnoydPcf6CItn4vIdKNJ/dh6wWmM/vwfUOu0ML1TsUTOCttsFpBXz5PdoY1sqiShms68EZjcuXCwate3BOCdz1gPQ0sUwwfOxHfh/KUiNPHVXgCXBWUDfjYVogTRh4wnBXVNC9w6tyjku9xyeq+zg7eYhq+YCwBX2QLt56DQI1bOadRQ8LBhm7T+H/xgY83+7t9NskfhsfiuBpFY1NyERi0JnunYW1lDgCMjqoU3WHC99SH+bNIvMVjmlhVA3pEeLBqSxYdIbknniqThosDHUDIUuv1GZgVQ05OQMPLe/ZPfTOYL+5gN6v4ZyB7RowJuB0h/rmXUzvfhc4aFPSG98Z4BJ9NDwZWv6pLHFeLvGV/VM8SCd4H3uUgkf0b22Nn2saGKNguhpOd97qc48srWLHARg6F3TuHMqTNyCrM6zf+8+YPvgETLvF9Zf/I6rpKawmBbVUllD7NbaPP4died+r0TUoFq8i9dakgI7c5HEbPSygUVPdEeiw2T8FlxVsME3xvHHGZVTJyyYDzsAqj3D31pKhpbx/9mXIYoKmXmM2PQNjHK2qcdFtsEwrn9ALuN5i1+19BR2SsEM1QmnPRIrONthlFnWu0LaS5uG5wMGSsQxLEriezvcyq1Ck1LJvVY0ynyLPKrTtHkJItKunRIerFugOa7AwrnEWze4aPM1gO6rEZXkSz9sYtBnwH0zk4P7nNF/AdDuI2StENUsBq/fRKjag2WV5dtQlCSY0Y29uYzUWosSZ67C2LR6VEv91rVFWjZdOTfB0r3BepWiNw82uhXNUgQOAEAnuTAROyxTnlbdU7ROkwsUkXgqOh1kJi/4ogacJw33vY//JyaOjz/zkzkfisab5STQqCiDQ+D6tAmfFsDn1DmUvgtvG37+d4jaJ38aHIsYArd6pqMCG3sIxSgCBHkaqYuTSJTJC9gbrRiEnpGrFHGS5RJYOCHXGJES+pFa9G6pkmS+8HCqDAFWD9eo9ZJNTOKOQ+FZvTDRCQrcd0mIKpzt0u2vyAS8msEahOHnoq8k2ymgGClfQcx+3ZRnnUKZDwVK8021wsCZaOD7vNCphgYKqQuccCdPsrpHN7/m2KxluFLNXh3l7aD2Wp3BWIc0XmD/4NEy3gRYZzj/5B6B2z3H5xV+JKPnd6inK6Sms6ZCrBtO7b0LVz5EwRhrVfvYeWrhjjvKLs3+rD8gqoq5BAswV6PbPIo8+YYhgN6r8T5AWc4hsDmcaAn41G1Lr0woslaimp2i8PatzFg/5GZynXQGUrKq0xEHXcL2D8ihoYDDhqK3BnVygFBYrbrBjPbQhXe838xOkCcOcUyIILXUAEFxSlQ9AqRbKtMgBOOegVAtgjbY7oCxmaNsDFqcPkXsf9YRxSPjNzYhT7qyGyIgbHoRdACBJB/neoLNOIjzn0fyDcXkkaPRi8tLNBvniLg5X7yGX5EW/tR0epFM8UzUeThJoo/D8eoZP/egP4j//85/Fl28avLvqsJxyNMpBemWY+1MJwRK8uSzw/T/2QyjKFqeLBsvS4V6RImMcU07fGRI8SKfgSND2FncFHaNMBDrb4e7JI8hiinxxjmx6flSJj0dpPKDweUpYFzco032t9/ztGrdJ/Da+5UN3JHkaKhKjavT9LlYr1lzH2SyDHFruTCLNqKILSbzvLXF5pdeV9tV1SDqxagQpvg2c5hwwgEs0mCgwOXsDut2Mkk5AgpNmdkjCAdyUeqGVfEFiMqEzEAF4fu4ZugUhcepmB2ctpMiwa65wJy3BkwbPOw2RUJvy1bxC6wxVUb0l8w0hoesV3PQcIptFD+sQoRILVZrutpDlEkKWENkczfpd9NUJysU5uMhw/f4X4ZyD6WrUu+uodV7J0kvIkldzgmEhDa1NwNP7GCnKhfNJ51ZDyBmM2iKb3IsmMQAgMrLadDdfjec26IST4lkHJiS6w5oAcUJi+fDjOFw/hbEGrreDxzifoDMdeMLQOUOVsz8fB6exswo8STAVEtwaHIzFx2c5uolFbS1ey2aYMgkB0k5nSDBJCwg+WKe2vqsjvB55q2o45yC4wG67QZVNSFgnH6rstAiJVqHbPweXBXg6ORJyCQpsdF+oyGSwpo0/BwOUMWgznPfx9bC6gXMK2fQe9hdfQlpMIHiKhZziFafxWK0xEyne3mps9hW+/DP/BrW2eG/b4byS+INvpNi2BhcHDcESVJJjnnEY16NMaX7+u/6P3xdNVJ41Go/KBGeiROld9TgSTHmGs0SAJQmWcgqWcDDGUC7OUZ29gmx+L0rWhg1uoNINYjZpZDokjCMB/4B+wXdC3Cbx2/iWD8YldLcFeusTOAldBK4sAC8TyuIi1yc2ypjK8hS6XYMJCdPtI9+WFJ+O54ehakwYKTpF6plvrwsEoRMdfZxDqPomiqscrt8Bl8RllsH3u6uRTU+h6hXKfOrneg4JHzSue01t6t7zzEVWot1ew1iDiknsrfJgtmCXCbxd73F3XmHKMxxGym3l2auDTrtXugtdB9PtkFU0tw3+4FY3SFJPAfNsgPkrn8T+6VuYndzHfnOJtt3T7DbNyH6zXkNWd6g7InKSxeUphJwMAi98XF2qIdlwHkFxQs6A3kJ3OzBZeUbB3ndPSjjT0ViDMcDR9Vb1Ct3uGsXiHN32Gidv/HZsn3wB2WSOsl5jU6/AEobOdjCWqm7bO2qHO4eSCXxVHWI73fS0YSu5wGslLY3nKcm1cpBUq0h4VOpjCSf7U5+087zC/rCClDmMPXh7VI5GN+AJw6bZQHR7VNGVLCPcQTFFbw1t+PxGU4ykboFhQ9Q7R5sh5/wmlIGzPLp06XbtOxwKsPgALiEwBGS+wOTux+icdA02Tz6HGc9R+HPxcMLB2QG/7U9+H3bbCZKkx//3n/0suOuxLFIsixSZYOAsQZUyfPqP/yE6B0WH5bzDIu/xqMhxIjLMeIacCTqHnEYPB6vwsCQAGks4FrM7KBfn6C1tQk27RTG/H/3tjT5QZ8Jv1gFE6dkezv97qMbHlfi3e1V+m8Rv41s+SJubQbdbz/dWUU418o1HeskAwBKPZO1JgjXNF4T6HfGwVXPt54angAOsbSIQboxyJ//hFD2cb30DjAMJm1E7uCfPZ1kuaSHhHPnsblxU2g0pvclqgfrqMcqzV47e39jxK8x5rTrQzN1a1PUWrrdedYyj4gLbxGCrevCEJCsPXpZ1mVYQQpLSmaph2h1JUzo3KIZ59DKAo6otAKCsaSLHW9UrVHdfh+1qZLNT7C7egSymEVldLV+L5wggMRcy9NhHze7xa8TWuhtek5I4bS5S/1zOtBDZDE5o/xwCpt3440+h/c9CFjDNjhgDzQ5pMYVudqjbPXjCsNU10oRHUZPGdHB9j8ZX6Cc8x9YppElQDqMDU87iXlphznOc8By27zHnBTKegiUMmcc/lMUMSrWxuhZcYru/QZlPwBiHsRopUrjeIuMpOp/YjVGQxRRcSLTrSxTL+8M90G5GsrSkNqia60idjBszfx4H+1EW7TnHUrfhMxSAh8Cgw66bHaxRuLN4gN+4+BzShOHNbIk7okVnr6GmHQR32G4rPJxlUMbB9D1WjcG9icRH/vc/jFRq5IVC7xgyacCTHpVgkQ9+xgvsncJyNOe/L2fo/D1zd3HHiyNZ5ItzpMUU+eweitkjbxDjqJMkBhomEg4mXs6QNnr/bSOp+t8Tt0n8Nj4UMZ4JOqtogffo8YQxX2Uu4t+Sz/gKPK3iDJ2LHErt45xc5PNYaTMuoyY74zImIUowlU8kDL0DKcY5musmjEBYsrpDr80A3ZJylDF7MJFF6VWnO1TnH4H0ymTUgh9a9lbTPF3VawCIrmwAVSumt5iyDLtEwfY9lE2wyHvcKI2FUHggJtiZBlWzRTU/h25IBY1csS5QiNe8mpxC7xx1IdyQyGMXIuHUni3OMH8wQbN+F6pegXuVNKMa9NagPH3VPy6PmvYJT48W0ACkejFCu/jFv40/+3a7SCugtGjW78XNVe83a/XVYzitIGe0IWFpBsk4nFGQKXUlKpFDWQ1lNVjC4hycJwlqZ6B80t5YarXb3mEpCkjBMWcZWJJAJAznaYVCZOisxrwglDtjPIr9pFkJZy3KkkPKHEq1YAmH4IBLLBqt0ZgOk7SAsQpC0GY0eNEzz4m2pvP0OjtgQHoL4W1gw7/HXaiA9k/i+CKNDIGx1GqYL4fHZJM7qM4/AnVYY7d5jtequ7hpN9jZFl1vcD/PsVUNtDTA7IDv/uO/F4dDgSTpwblFKg0WC43zmYLtgUeVwEykkCxHlnBULEXFUujeYcYzdM7ivpxBMOpgnM7uQqk2SgADQLu+hMiIPqi7XRwphM912Lzrdg3pK/kXu2nje6rdv4988uAD99+3U9wm8dv4lo+I2M2mMN0O+eQ+9tdfQj57EP9/DAAKVNNkJHISEnRW3YXRB6q0ewurDzDdFvnsIW0MfKX+osJVALlZfSAke6+p7awOx9Wsr3bIs3hLDmvTO+idAUszWFWjz6f0+slIh9w7gdmmjspuTEio/Rp5XsFYBZYk0L3Fs64FTxJI3qPWwKxkEAnD3ilI02KqDig3l2CpRHn6qhdTOYla24xJJOL4mMNxxHPOUxjPBshn98BlAVWv0TuLKp9Gre+gOheYAi9KXsbX8AlkUGcbRhkh4VBVKY9sZhMm0bcr0iZvd0iLOazee344UbTS6iRqw4eQaY6rw7XXt0+QJhzOJ+zGaTQjuVHbO0y5hO17PNMd7qUTTJiEhsMdVqJiGYS/xncXQ0LIvIIcAFityIY2K+GcRZ5XaNsDZJpjtb9CJjI0poPgaUSoW9MBIEwFi7z4Dkk+pe5Ocw1ZnKKHjtSy6A3OhirUqHo4Xx4kORaKGXd6okCPN+BJmECxfIDzrMT24h1qde+f4Z6YYG1bvD6xeAcKnabEPZkewBKyedWG/NgzAdzPJUzfw/Q97vCMbHp7i4ecXMimPEOWCBxsh1erh2CMwRiFkzuvYn/zFKevfS+xHZYPRh2j9Og9x+ulaqTZdBhFOTu6Dg0SOUj95pMHt+3027iN/9URVda84lgAQTmrB+AZQO3yUas2thl5CubNUqw+kICLKCLgDaCFgTEZq/hxjM1TAtUtIIPp2EirPVTgADxojaortXsO5mfI5emrEEHTfAT6YqKAaYmbzWUZW/AslZG6BgA5E3g1r/Ckq5Fxi4wDnXXoeoutU1j4maMQEtnsLJpFhNDtmkYLowp83I0YaGAuUsesaZEWy6MRA22cZhFc1DsXDToCQBA4RqaHBB4qS6MOSLPZEYo6gNestpSs/OtkFaHo1eGGrGZBCm7qsKYKvDxBPrsbE7nSLSZpgb1u4NCjcwYH1yFLBDpnaUPkLPToWpve4WFGG4s0YcgSMkwRnpI2q5ZgjKNcnEM3e3AhSXo3K0h6l3NYTYnc6g5lOUNdb3Hi+eOTtEBnOrCEwRhNYw9DI4Qwdpn6ObXp9h60d0nUQ6tI5pYTdYzGOC0SPxc3+kD+7xiMQcabJqP3sS0frlGScEzO3kDCOPa6w/TsFdTNFg+LM3zx8BR3BenKL3ODmTSoTY/3bjJMS41KOsykw/08x1LkkAk5xe2dwj0xAUOQVk38ubU4k1OkLIUyLUnknr0KaxROHn6cZH3n5ygWDyGrJbn5+WMcqw4CACTQW43eKRhPtwtjrHCPjpP2t3MCB26T+G18CCIsWoEXytPqyDjEOWp1JwBUs43ayqF6IQvSPAJhaCNQI9hGAgG5e/DtdxsR7mMKT+8ceqcGydAgohGQ5j4JBg12IUv0zqI4eUgAppIqxnDsvVO+PU/PEahlDtR6T7iI0pOCSxSMqsVmlJg7CxjXQ+UWVeoBWs7CGAXb1VENLEQ4d+MEPp6Vvhihta7qK2TVXQ8GLGPyiO8FbpizJxy6XR0Bs+haNcebpKC85/yIRE5glJfXTQaAksim6HuL+uYdAEC9ekyJqdmhWD5APrvrKYb1UVckhOktOj8Db3qqwPdOY2vJkORSN7A9KbdNGYGwskQgSzhYkiDjKSUf3SLLp3BaoVzeh+lqMD/LBWg+TxTH4fwK1UAICWM0ylFLnChoVRSDMapBNj2FbrdkULO7hJAldRvKJdL8JG5Kdbfz948FEhuBfmFDe+Qs5xC7L+QdQNdINddIsymYyNGs30N1/gZu3voPOD3/CJ68919wnk7g9BYP0ils3+NGK9je4uPnCktJdDEAmHKJvdN4kGZIE4ZX0llM4FNO1194XriyNFI4q04h0xz17hqL+x+lz8jyAdr1BRIukM/uIc0Xw6aQMepS+YqaQUKr2v9+ALOGWXhw2vtOidskfhv/y0J3m0gdOtppvxChreishpCSFs2Eo/NiIQG122NIuIGDHRa20A4H4OfjDtYAjFsEb2L6T+KjxyqA4Tjp+OrbecvQIDoSUN9BCzxE9BN3FofnX8Hs/ieimMm4mgeCbrqI1DTuNcPTrIBoU5rX8hxtamA8T/ymdbhfCkjGYXsS0tiZBncB4k+LDMG/3DESZGE8jd2KQI0btyRDhLm1VS3y6f1oXhLOI2PySAJX1deQ5SmMFx2h5xgczsLfO0MVJF0fC7Bhdi7k5Nj1LDAEhKcWenEdJjKUZ69g7C89/nLOQvAU3HRAT57r0qOig3xtxSTa3mDKU0L4yxIOPcpEwMGh4gUKJpEygVyWyPMKaVaApXLY/Hl1vGCXGhI4ZxxGNSiqBZrDGtP5HRx21zBWQ/AUgqeomy0mjEdwnvQ6+brdwZkOdgwIlGXcRAIg8Bvj6HUDkc8hy/O4YQ3ANt2uILIZjDpAyIoqeX+t88n92FovTl7D4fptLF77FDaP/wvunL4G/fwtnPdTFAltHJaCzlueCNzYFspZPJRTpAnDPTGBTDgKJrGzLe5lc6RMYKuHDeRJeQKlO0i/KS2npzBdDbVfY3r/o/Qab/weZNN7kMUp6TOMNoXjewGg0VrY3DvTwqGN9xxwTG/8do/bJH4b/7dGe7gg5yqeHrlbhWSbV3c/8BhV36B3FuXiIwD8h7onVHkUgHAuLlpUJUpa7H31EtDToTrksvS0LgZnWnKKEjmM2pLoi6/+xpsBow/Hvs0+aQNkThHa3rrdQsgyipRY08GqGtO7b0YxD6v2wIvKZrqJZhg8K8GFjAu5EBKFyNB2FjIh8QwAyBhxmk9SB54k0L3DVBReYITGBM4qmHZDrW9fkZGc7No7m/FY6YTNVO9U5OEnjHlK3eC6Fuh7YQSRCI4+nNuXiLuMg6cVTLej18+mQMLJ0MLrrSeMRwpc4mVkASCbnELVa1hVx7lpPrvrn9PfS/UKTEjMpmfY7q4gGEcBiRu1wZTT9el6g9ppHJzCzipMucR3T+bIE4E0YRAelOX63oOwCKwWKGEMQMI5ZDFBwgXa9QW6/YbOj79eLJVER3QWk/m5l4WVkLIguqHVKIsZbUA4J2nWrvbJ2kY9+GxyhxDnHu/RO4feqig/K7IJYTT8fRoAns633/veIs1mcSNlvCNa3LR5dHs+PUezeYpy+QDqsMHdk0d49+orKFiK1+QcnbN4rOkcpgnHlElUTGIhckxFgcyf20f5A2zqFZbze5goGqkEqh1jDGVBM/J6d43J/Bz54hymqzG/8wby2UMCO/qNecRK+Ij68H5zSZ2w1CvWVbGlHteI75C4TeK38U0No/exYgW8ylTPPA3pECsLJnJwUaBrnqPbP4PVDS7+y8/jcP0U59/9/UiWHpzm27vAUPkBvmUoisgrBRBb4iESxohP7iUpA+I3yLlafYBuN5FHzkSOhKdQzTWEJKlWo8hW1Fky7AiqYuELgAe17UA+2Vv/O4OrL/17LD/6eyC8U5U6PI9iMdEylXGIfAbb1dGDHAB4RknqbrcBDFDKFLUHZ4X25R1exRnkONrtBW0mdIPy5HUkYFFLfVx9x0rZi2sEFHSk8AWQETu2twwjBIAq0yPnslGHJSR9wNuiqm2cezurwCCjJkAw8EjgleWKMwg5gzVtvMbN9jHSYgnd3MRrMfZzz7MKjW7QuQ7n6QQ7S4DAvVVgSJAnAuB0/govRHLCcxRMYCFKVGkJmWYoi5lPqHMkjCObncE0O7A0iwlcqxpa1RHsJrISSL1xj7WQxQQ8lfEYy+kpdNeAcQ7TNbBeEKhdX2Jy/6OQ5QlEPvWdnm0UanmRAhmEYMKmppg9itckCKCEihtAfHxUKeQSsjgFYxL59D6a6Xtkt5uV4N7zXKkGSrc4byY4OIWKSUzSArksMalOkLChY6S7Bif33oDtGkw9ldJ0NVSzh1Q1Zndfh9qv4ZxFdfd19M5i/vB7/MhgQZ9Tf++l2dxzxIkpAgbAeU96RRtR5xQET9FbHVXdgj/Ct/ssPMRtEr+Nb3hsrz6HfHLvSKcZOK7KdLuOs7qQTEMiSJhEu/sqZo++h8A9u2sUi4dwViPNSXks4amXDNXR2pKqxeoICHdUCTrAOqKljee1Qs4Qpsyp/3WzfYxi9gq4LI90rJmveqwmHnbCRFRXCwn9Ze3p3lnMHn5XnFEH9PnYIzq0UQHEBC6KKZyzUPs10qzEmZxC9RbPzQEMCdreYMkLTJhExSXZYiYJXG/BUl99NVtwWUKWi4gt+FoRzpfxKPzBXc2C8WMqT0jkRm2hux2y6s5LKyByYxsUyMLrjK/BMZc8j611OukD6t8owjzodo1s8sGujWl2CH7u7eoZqmwC1zs0/t7qegPdO2xth5wJpAlH6wxmCcOESWSJ8Ih2FrneaVbGeXfwBk8rAlPpZg9rOhLAERl0V6NcnCPhHAyA9dVhtIflQ2chzQryb89KpFkBpxVEMUG7vgCXFcz2AvnsLgneeDaAM4NYDg9VuNVgTEYnr/E5Az5oRTpsqIffi2xKHZp8jrOP/X7sLr6A5evfC9PV2D59G7kzmE3P0LZ7SFlAqQZ5PomdiXx2SnS/YnI0TtLNDrOHH4f1GI3eWcxf/SR6a8CzEsWCJIi5JCooUUY5WDIc24uqfyGR09uU3gwmj6j8QA39TonbJH4b37DomudQ9U1s771oG6rqG9pt+2oPQER9987FVjYAVKdvoNs9w+7iq1i+/r1D8ot0GReBakYfYqINCdw5BasOHlE+iXrLXOR+to3YSgcokavm2iPYSfvb6EN0kurHVb3nKYt8im5/7Y/HxmMk85EmCo9wvxHJ56SQZlUNkU/jLJd5UJaQJawiKhyXFR2/s+BCIi2nYKlEkRY4d9RS33hHsynPSEUsYSh4jmk+w6Q6iRsJOTmLbd5w7sYa3fH38dyq0ciANk7jKhw4nk8mCUfmefIvPl8wrAgJPGAP+Augt95ZGHOIbfUXaW9BGz/NT2DUgSpPRdV9ms/JSrbZgGcltOfXC5Gibun1rvQBacLg+h55wnHwHQuOBAtOlpi6d9C9w0M5RyVLQvgXU0KcFxPIagGRlTDesMSqBiIrqNJUDRjjyP3f0G3CITgh1RkTYJmg0Yqh2bnuGnKJa3ZxRswzanU3qyfI53eh6jWELKEO15HVEKh94fwyjiPmwFg6OJgB0Tk/Rm4H8GHowJBMMQEvp3e/C1Y3ODx/G8vXvxfOWdTPH0MWU1ijMLv7elQgBEAWqgX5CiRcxPskX5zHTlOxfOAxHwaJLFGdUiWeze96UReOdv8MWXUn2ozG99LbiK8IY4CorOh1HNJsFt//rdjLbdzG/0CEhaK3eqC5jBDcwaiE1NYoMQbwGPOtMOVpW93hwttS5pDlEqdvfJo8uVUNo7axbRiQzaq+gizPaAMQeNtcehlWP7s1De30ezuorYEWnnE1GOZs41289iYLYfY2gOM4bENuZt3+eWwpal8JOt2h3q8higmMtyltN5cQXqXLYLDVJPeuzFfiCr01JBIjK+h6RTzvagHW1chliUY3yJjASVLC9BYMCaY8xyQtIEVG4KmshCimR1URbQjyo/cw/j/67hH8/jqm2fQIhT5eIMct9QgExHHHJcwtx+eYHtsePS+91sDTF3JydC1eBlQaX49w/CGBcyGhdAvnHDqrkTGOG9Ng48hHPPhYW/QIRzdjGQomoHsCxaWyhKzm5BXvkxNLswjOUnuQJK5RkLKAMQpFVnzgvPI0ozED5+DIEHzFs8kcTivkHtAWfOBFRnNx0+7AZfCDz6IiIY0ZyOks4Sk4+6B0MIDo6BVplJ5SGa7fGAhmO7LkdQCEpOu0v/oi5o8+hcP1OwBIcdB2dRSmaW7eR+LBl5wLmGYX30M2OwMXEvnJQwDwgD/622LxKlmolmcjPntKgNMUg+ELl0f315Emf9BKD58fLqN//XdSFQ7cJvHb+DqDKtwi8oLDjj5W4aHiHgmNAPCCHtSqNWobOdb5NMhPOiQZR1rRQuNMh27/nCgyow8pl5PYTrPq4DWjVWzj04xsAtNtwdMJXK9jWy6JIC5CrotsCqtqWFAFb9tNdBULVKuxnzkAr641g/Gzb4Aqcds1EMUEzluDNutLFAuqxEMCDxUnz0qkI+EQlmaxehH5FL0soQ8rICtRlAswxlF1h2jywRKOXJZEW8oqlNNTZNWCTEGCcEZAqTsFkUyPEk24Pqq59g5Yady89L1FyhexuzGucEKCENnsCHQ0Ttqh0xE2S0HIJWyYXjyGiHtIP9gS5WnhkdcEQOTe/KJ3NoICRVaiXV+g2V2TJegLFLs84Wh7C46hEs99cnHoUTCJWVpCpjmxArIyggwjANAnMquaqMaXMIHJ8hQiKwc+vJ+Hs1RGOiNLJWzTxVFHWkzRHWhGbLWCPaxjUne6QzYjhzyraqTF3KsVzo+EUMZCOuMIOup0XWjzZfT+A1K41jRxDMV4ip4x9FYjnz/0WuXD39ar9+K/U6882K6eQE7P4KYdqeVVCzpnQcxH1ehFhsnZIyRMIp/ci2pr8dr7zs+L6mvjCO81gN5iVQ7EBP6dGLdJ/Da+rgjVmDVNnEkFZbMkUJCiKEpI7Ba9U3CO+XmrhCzvHC3qAQA3Ofsonr7/L1EsHwyz1bSKjkbBltJ0AUBmI8I5YYP4A+MSu8vPY3r+CRgPjEozjt7Bc79pEQuodZq1N9TCLZZHSGyANiZpMYfp9lD7K3BZwnTr4RhMh0Rx6Jq0qRMmoA4b6K6GDPNuPweVk6HCETKAxUwUi6EZ7Amc6ZDPluCp9NxjRfNyTdrdOaroOpZOSMksJHGeFhD5nPAAvk05rtIAeNGMsJgSpUkEZSzBkfRDNQ7Az8MPMZmG6waM2uDeeQ5ARFB/rSAO/0n8+eg+82Asaxr0NqjlDQk6Agw1YQoY47jZPMNW11iZ40RueweeMBwcAdx0bzH3VXglMpJLFZKEdnwCZ2lG17jZEmCx2fn72CLz3ZXUa8pb1YDLgtrtxYQEaZgAzwp02+s4I5fVAlY1SIsJdLOPx22NQru9RlYt0G2vwLMSkzsf8YjzOXpHnG3mzy1Pq4jkHn/OwoYYbpAiDQYq8VyMPr9jEGIiaERiVY18ct93va5RLV+LXH6eFqhX7x1tOkMXqlg8jHN80+0h8jkhz32HJ9x73eGSbGz9Jqk7XCKf3D8SQ3qx4xMKh6N7J2AOvsOqcOA2id/G1xnjD5PRBwhUpOHM5BGvOrbVgThfDvPfw/o9TM4+NqI0SfROxRmsrndI2EXUAUdvYbzyWpJwbJ78KrLJHTAhfYuc5oYhgQf09OQOqWEFqlWcKQbJysBH9RV5qHB6q+D88YpsdmSikjAyO1H1Ks6+Y2vXJ/D2sMZ2f4NclhAihdpcEtpZT8FTklZlqaQ2qjVIuPBAKgF9WCH3/uMAUJ29gm53TS151QxVUTEBTzOwkEzSzM8LyQFMZBOItIpgtbCoB2Q4nScXxxBBICfo04drTc85gJfGlVPQTw+PizarL/w7UtteBB5iJMHqo6uvIIuTSIviooBLBhndoDYHAKbdob55H+32BnW9xV43YEjQ9QZslLlUbyFBPPE84RDJYC86vJdhA8X8ee2diZ0hADB8589H4Tdq/lpU1C0Js+HA/2ZphnzB0e2uwbweQKjarVZIswL17ppU+wQp/CWcXt/5JElKgAVZ1/pNjBmJuIRz8rIIlEq6vsf+28604Hn4eWARCK/ah94SHkEfkE8fQNVXpLI2PUc2OY1JXLc7lMtX4/Nk1XnksKv6hjpzwQIYQ+INtrjF7FEczYx138fxsrHNd9IM/MW4TeK38XVHWEQHNyXfpvbJ2+rDsEsPftlmUEqrlq+NAEzSA86cr1gk5q9+0quPkc55aPlapWDUHtmEtMkTVkBkE7/QDUmajk0SF1xOIsUqIYNr9A7UXvd/a7odKZuZFmlOLUweudRtlGx90fsbGGazxHVusN9cQukWjWmhnUbKUminUaQFlG4h0xxZPkUKwAaxEmdhGQczHUQxha5XEPkMXJax+kzLKdIygK6mMRmkxRTZ/B5Vj4KSj8gm4GlFlZtTsaIFjiuXsHEyPkFyVgL9b13ZBCGRsfd1+H4ksONb8zTeOEbHh9FK3xMiXTUrAIAsTiCLk3hew6Yq3CfWbP31s+j2z9Ftr+C0wmr9Pnmf9w4b20CAw8C3+9GjYClUb5EiAfP+1gBQ8QwpE5hNlrE1L7ISXJaRv50wHhkEIURWIl+cI5udRVAjRsk9tNgBxKre6Q5WNTBdTXPx2RLt9iYCELuWZvvh2hKFMYPjfgPZ23hNSVVwBGzTvlPiNz4AIk1rPC+Hg/ciL47m47FD48FjYTOu2xUSLuMII3S7AgsldL7Cd6qwc3+4Gmm+iKMQ5xTSbI5i9ihuTgLH+2X+BcAHLUUJCPftb3Dy34rbJH4bX1cEwAkXRZx/M57CdDuMFdKQUOvb6iYm8O3Tz2Pxyqci9zu04gGfDHzloA5rXH75P+Lux78Ph+t3wM5lbJvT30okrBhUvzz32lkVZ6vBKpQWJK/E5r+PE5nzWsx03IwU4SzJom7e/w3MH/w2mkOH9h7jEbRDVBlqo9quwXb1DIyxEe3LQTuNg2mRshSwhkQwVA3GOVgqYboaIivhdIc+K8FERrQi/zpychYTdre9QurR0NxX3ExkSL1BSYgwQw1cfOAY/BTHB6H68s5wul2PJGzVES88bAJCJT5GlDvTHpl0jJN5aP8Cg2gHF0Ml1jsbEeohxjRFAKONofM0rzWY8IAxo9CZDjvd4JnegiUJGAiVroNMHYCKpbB9j8yj0oUHu9neRVoZlwWYxxWEyrx3BtZZ6GbnN0glRDFBsXwIJjJYdgDPSqjDGvDMAhIhGRDb1igkXCCtFuCyiIIx1nRxQyjlKCl7+VwCO/rE7Dc9zh4j/ccJPP7OX6vx+XSmBRL+gRl04I7Hf5s2yrw6q9DrBrpZR2ZF1Cr3lbCsaIbPvCKfbtfIynMknvZFuhEuXmvGJXqMNgRMvrTdDyC2/ceJPBichP//TozbJH4b37AIO+L96ksQchbb5qFq1c0GXBaob94FlyVm9z8R0aSR4x2oTR4gxUWObHqK8zd/FxlOmA6m23sQjiQjD86hmzWy6bmvWlRcYIKsZzDNoLafn6Pbg3dDUkiYVxsbUdVCe18ZopERV51EXuTX0BoHSPBEdw2qyRK73XN0psPBdCi4hOstaXl73W7dahRWQQgZwVN9msE0e5o1WnI/Yx7BbttdTNiBsuNMhzSfgsu7sd0NBEnVwcltbEwSFupg5gLfouYih2rXEGkV9aup4gsgwKENq5qrowU/JOXgeR1MUSKjAEOlDnxtEFOgk40X5ZDIA9YiMB2Ib55Br57EyjZlKbp+5zdOPeqeJEN1b9F63fk84ShZCo4EM14gSwQE45jm81HCtiS6kw+bCvq+g/CJWhSTWGmHe4/LckC0s2GJpURM4w6AgGuMkVpbwjgKT9cyqoGzFjyV6A5rFKmE9X/DGEdaLOgzZRqSVdU05knAo5hLOP7xtQ5zbzvaSA3XjjASRwncKRh/jrvdM+g2aLYTXsOqmoxnsnv+3LDYJYO/37Ly/AiAxkVB94UdXOSO76EmaqC/rJUe/v2y5P6dGrdJ/Da+4ZGV5+jqSwDHM1eA2ugk8GBitRhQ0EFNDRgqcYAqkXZ9ge3Ve7jzkU9D5IOrVVgA0mLhn0t6Nbg9GKRva++HNrvn2IYFMBxjCOstMp1RcaFjvuqT5dKjgycw3f5owQSGatQ5E+ebABmSZExAOwPuucrGWQhG9pjGGhijwI2CkEWkIwGIFJ4gqkHOWfwoOWSTM+h2h2x67qs+Gel7ptuCy4r4wKM2OuBb4WHmiYFiF6p2en26NrYbvMLD9ZQFVV1Rz1pWQ7s74XDuOIEDQ+s8qL7R6x4v1LrbHEu3hlb6CGuh2zV0u/H3VBcxAHW9xU23hXImupUBgOtdbJvnTKDtLSVuX4mf+Va66wmUWJ2+DlktkM3vIc1HXt7OIjjDcS8CI4qAGcjivZ3mxKeGv2a63UFOzuLxhs2Q9Z0X+r1nPjQ8Pp9zhhTOtEKVlWi3F0iYgMAEIpvE6xyObcA3DLSysXZ9uM7hfh3HGBTnrILpdjDdFlY3aLfP4jGOHxd1A2SJ4DjWOxVFaFJPuXsRkBae/2XVdUjev5WF6Iv//51ahQO3Sfw2vsFhNCFXg6oW2YXSomBNB7W/Qj67i7RYkHDFSF3pZRVCiGL5gGQgVRPbxQEAFxKqUfu4YIUqfNxejzFqhwdP4nGMFwejCDRk9QHKNPF52t2lr0izCDAKwZiA8gsySzg6p6GcQcUzsISBJUn0p658NZrK8mhxtLpDChDQbfT7AHASPjmSxOeEuPVcAnxwHgNINEbI2RE2oHcWRh2OqGABLOg811/Vl5Dl+dAR8VSjILrBRTG4Rr0EaAS8MG/3iPIXRWZeBCSNF3pVX0cN+3CtVHMNxlOo+sb/zkLVKxo/OAtlWmRMAMhxcAq110lXvUXFUuRMgCNBxiSJ43jHMpYwSJFB8BTF9JRa6b4DMuYhU/IVEdDGfRUu5FCNA5S0x8k/m2SjcUMXrw0TGdTuikYo6QCmCwmdcw6eZqTcp0koxpqOvObrG2QTeXQdx2DOcL2JXnkshjTm2AfWhem2R3RBYn8otNsLmGaHbncdQXu9I1e+IJcawahAZKUE97Eog+xHMsloo/5i+z4A3sIMfwxcPOKJj3jj3+5+4f+tuE3it/ENjej8ZQdzgoRxwBJ9pjr7CFXFRiHx3tEJY2DJoIwW0Myh6pLTO9D1Cjarcbh6j5Dj+RxWb7wwjES9fg/F/H6kIkWJRhyDzaIeN2ODLjiOqTe9c0czX1Vfg8syGko4o5Dm04iGT/MZVL2Kr5FwD2rSHZRqsZBTNKaF6x21bJMCKRM+aUgwxqKu9pg/HI6dy3Jwx/Kz36DwFpD4PSOMQKQV+fcR5tvhvRvPCAg0wGCaAfg5JpPQ3Y6kaNWWkjqbRqDTGNH8MkRwUNMCRtzwkc/4eEPysgQe3jPxz+l1x0Y2Iq3Q7t7H6p3/hGL50CdOAWsU9s8f4+zO6zg8+Rz9bcJRAkgZI4R6Qhe4dcb7hHOY3qFiHBlPo0a6yMpIKeOyjCppptt7ACWPxylL0g7nckhOIZknCY8652N1uyDyo9sdJf/5Pajdc6RebS71qmi9Nf780c/Wc7Cd6WCVH6/ofbS8BUMUQAkbLDvqOPVuAHrS527wdx+fe2taUlX08sL6sIJudqQoJwuwrERansSNS9BvT/xzAiDK52gTN066QbAmaETEjhcf9CWMOhz9DFCBEPTUQ1jT3Cbx/9UHcBvfHtEeLiBkFefUYSYaPnDd/grF/AHZdpYSPJ0cOWIFgw2j/Ax25P9t2i2c7tB6wZRuf4Vi8QgMMiboYk7JKwpyaJrDW9Ugm5AkaESr+xk8/T3zibmNaF/qHrh4bFl1Hv8miMdERL6QMO2OgFVe0cuqJlLGcmexazeoZBmTSKMbcsZKc5p1h6+sAGMiym8C8JUe6bNz/3oAaBPhq0NIRL/puMAlHL07VjQL1dH4vfWeb8/9+R5jAUKFNub5h+eypkWazQZ+shtascDIxtQDqIJQDmdDO/VllVTwHA/Xy3rfaN3tIrLZdHu060ukxZQ2eIcVTLNDVi2wWz3FvJhjt3uGKc+wsQ1075AlAtZbkE6ZBEcSq/DKV+AAqArPCo8KF36TNqcNZ1qg21/BNFuIYgYmMoh8egQiC8FZASaKmMDHYixHYjC+9U7nddggcGcj0n2E84LzGuTBRIeNqtOgqz5WZRuDEUOEkdGLEZHkXnbXWeWVEgmoGSKKEgl5RBWMXG7GIcuzY81zHIPmCNSWAsHz4AOz7zzyyK1pIYvTeEwvKgZ+Jydw4AgHeBu38T8Xu+svABg+rNY0vppt0W6foN1dojx5BSKbIJ8/9Chpv3uPCHZSn5LFaQRhJYwBCVXvCeMolvfBZYHd0y/DdHsYtScN6SA0kXAPopHgcoI0nyOb3KE2qE9CCeOwaj9IvvqExngapVwDoG6MvCake0WuaQmnhd0fZxBlAfziJCS4b40yP/cGgDyrkGcVTiZnmE2WcM5FFHLCONrtNdrdNbLZ6Qto7+6It+yMgm53sLpBWlCCARAFcAIyfFz9hWqbDtJz9uPi6xfvnhyzVHMFa9pINTtChr/ADx9Xn9YDGKm9PNiYClnFCj6csxcX3vAaUdHPtHHzEFTgnFOkWy8kmt012s0lrDrAelW81fN3sa83MFZjnpZIE0aOWywFSxJwJDC9Rca4R60nEAkHSxhyWSIrplDN/ki6lTorMlbQTGRgKTEA6GseK/XxF/djBu5xAsQQkPEeJIDb3LMPOt/ZyTyVkNrs3M/KQ2eAMRJSSasTtNuLeE87q2Mi7A6Xw2fQbx5eBvoyXpf/WGDJz879hisI6NiuJutVz3eX0zsQsoQsl0Pr3L+vMf6F7snh3+NWupAT8ifwyHfdriJTQncbOKeg6mu0u/fR7Z7h5t1/f/S8qr35jk/eIW6T+G183ZFm05gI4gfRo57z2UNUy9cgsjmCHGtsofskGu0ofaUbzBDGO3lrFNRhDWcUqrNXYLo9uv11TNwAsLv8YjymIMgSUOpjhOy4pWtGyW2MqAYQ25LA4JEdNiBMFHEWDQBq93xoo46en6cZ7p48QplPwRhZUGb51HtKK/A0Q14twFIJWUyRT09HifKFROc3K0xIZNUpJXC/GQlza55WsS0efo7vbZS87UgsZ9yeVPUN4RQYO9rsBPGbsBkw6nBEMaLjnRwtrIGDHOJFNa0xYjm+P3+csVMyqspNt43XVakG66dvwXY1TLODbvZE/WMMu24P4ywYGIyvwoNOepYICPA4By+4RMrSyA7IZ0vIauEpZBmBF5VnQ4gCxfw+yuWrYCKLHR4E8GbsKPlk6EWFZHmGhDHwtILIZtSF8lV6WsyRFos4KmF+vs4l0Qvz+V1q7Xt+eThn+exubEsHVgEAZNV57HKEhB6c5pxTcdP2oqPc+Dz3VkM3K9/JqmP3h6UZqvM3yKjHdB4smUYk+dgiNQBaX5Zow/+FLtf4/gyPMd0Om2e/AVWvAVDnSTXX8ThlPsi2ficj04HbJH4b34Ag2cc2gp5658B4inr1DhhPo8hDmk3j7p2448dqaUZTYgg84VCN87RANj1DviDrSWsUDs/fRrV8Dc40SLiEyOY4eeV3A6DFk8tqoFeNZpiRm+oCWGbQ9I5t5oCWR6gIvVLWCN17tAg6i2x+Lz6/9UpqaTGB7moyxqgWSP1sm6cSWT7F3Iuy9M7CaQWeFbAeuRzeJ0C656pexcV0XPGEKjGcqzBnJDBWGt9bGE+E9/QigDBUvdn0Xvx3WpzExD8WcQnXKMQYoT9uh4fKy1kVj3e84I4BVLpdHV2Hvict9+DfbrotnFFQ9Q2NU8oF6maLdnNJEqjOolU1jNWQwVTDV9sMCWQiyK7VA9pylh5ZlKayBM8KZLMzGoswDlWvvBQvWX6KtAJPC8jqDrLpPUrKcuY3UAPTInyFoERXHRkAwSPtCdxJG0zdksFPTOi+Shf5NALoeFbG8Y3p9l6qdnF0LUPizCf3471vfWcDGGyAI+J/tBEO14M2L03kuHNZgAsJIUuIbIJifj+OW8LGNWgyfC2g48uOkR7LvFc8dXJIvOcC7eoJus0zqHoFkU2QZtO4cQFoRv4yCdbvtLidid/G1x08LZBmxMPW7QrWtHBWo1i8Mih5yXyoxF7YOoaZWpivxd8h6G9LpPkUznTQhzV6Z1Hd/RgSLmPre8w1Hx4fZF7tKCmTmluo/CmqIxnLUDUBg9MTTwvobkPPmzg4R0YdCeck8DJS8eptUK/KUC3vw3ZNBLyFt8+FxOb6PTDO4awlIJOzUXITAPRhTUleGs8NV0dtdsYHvjQXOXr//kmTftSJEDlUcx2V0rjXRR/jAqxp4UYmNnwkyxp00dGT2Uk001Bk2RqqL6uPNa6dVehh44z2ZQAko/fkKS9nvoU7zHUpEabo9heRzudMB7W7QlOvsWm3WG6vozVoLkvs2i1c36NxKsqpHpxCmjA0vUbBJBhIeKfiGSqRY1LOwVMagXAhIYopZHmCbn8V30viN5wCGCW+NIIjndX++B2cayPYK2AsjKn9JvYcRm3j+wUkEkdJs5g/8LgFzzcXGZinD4brFo1sTIdsej4cg2cgjDesIXS7igDHcM2d1bRBHX3uQnUcGCXWdOitiVoFpMVPJjQin9PzOQWOAu3uKfLp/aOq/mVudyEC9U13G/SWZHjC5/Fw8zaa9ROwNIPa0+aO3/1uZNXdo8d/pyfvELeV+G183TE2TrCmxeHqy8N/+sWPMelNRY7bt2MwVNAzP67WnG+/i8g57q2BqlfYPv3N+HfByjQYoQABgd0MPFWv8uaMiq27MBcOqlRAoL7oD7Tfj7mseUx6oYoJyUQUtHhtL96ByMoovckFWVLSeSL7ysPuGr0zsJo01q2m+a5p9uAyaFl3UY5znMQD+nfc1RhTeoScxHMZVeg8UI2Oe3DCYjyFyGaR8hewCpQgQns3j+ch0szU3lPW9pGHHuexvpoOlTU933Hr8wOzcf+3wZNeNytyL/MbGKJYKbSqRudMVMtr2z3Y6L6SiYgz74pJCD8fJ991jimn95Ky1B+HpGozG1zfJnfejFQv2uS0ENnUU6oYJXXPsw/VdppNIYvTIbGPVAyT0CHw0sLR+tZTLYOAUajOg1iMLE+QTe4gaAPIcuGvR2AJvCDcohu/mW58pX4Sz+dwom3crIb7xahtFNAJrXSjGjLmyUhgiKfFUcUdq/4xK6K3R99flmxDl0bmS2TV3QhitaaFVTWam/fR3LyPyb2PoTx9DdXiI0ePH1fk3+lxm8Rv4xsa9c07qM7ejC3nsWd0ADuF2Tdw/IEf8z+HBSAHT6sIAirPXomzwen5x2NLL8iDimwWFxirDuAeOR2fz9tZmm4P0+3hfPs/HO+QqPLYBra6gWpWR9UNveZZrGCEJDtRAgGRBOvs7utIGEe5vA9rOlITK6dEv2Mk7RncyKwHrzFOSVo35C1uVAPT7I702QEcAeus3seqKpiEBNU2FswmPBIdQEzQYX6bBB54QhS/cA6pQi79uaQNSuCYh+sVefmeNx5+phGEpoQmqxFl75hW9rJ5ZqgG4du8ZOe6h6rXMO0WXEh0psONqbFdPSXJWr/JyXhGwi4JA08YMkaCLo2nlVU8w1QQxW+ZzyHTDFIOmgIEOiNvdxrj3IPpNkcbHmc10vwkbkpFNh1U6nobZ+OyXHr1tumRlC+AmODDBipJONJiOYDLeLCqHRDrAUzHuDy6/smodR/uUUrcLzp9EWVzEIdx/n3xQUjH/77dXaLbXUVVOS5L5LN7CMZCaTYdNpEJjyOV8WhlHKq9+ZrXve9JarfvLdThCtYoZLMzZNNTUiZcvAqj9x+glr1YEHynxm07/Ta+oTE5+ziJcbTr2OZ+McKCN47eudj+Pq70DjQzy+Zwq8ckdRkcvtoNuv1zlMvX/SLJwIFBgUxWR8ltnMx1u4MsF/61FTDW+rYavd9MxCrcJ3/bhUpFD7NfXyn2zkJWC+yevoV8cQ6eEX+3214hLaYwXQ0bREmaHfaHFZyzkCltHISzMEahmp5CyMLPycnP2pkO2mtxp8WCFrz6OdJiGellL4ux9GzwjE6SgUNPM/8BkRzAh2SUko7of6MNjKepxZk2BinW3llo3w0JrV4aeRRHGzfGZZRWfRElHRJc7zdQQTGsdzZ2O1KWImMcJlS6jEOZHWSawfUWW12DIYmJ/Ny3dlMmUIgcZe61vmWBzKOuE0ZoclkuYjIl8NXdaP5BSXsWz8P4PQW3t6P7etReHm94dLvyM/HBQa7vLSzo0vS9ReI4+cm/QE+j+3eDbFKM2B3D52zYABzrzR9FwiGyHC92l8K83HkDGDZ6XpFNYuLW3Y42KaEb4G1QeVpANSvI4sTjXIivPgaihXMADMk40MlMt4faPUfvLNLqBLN734t8cu9oZh/eo2pvkBV3PnDOv9PiNonfxjc0yvlrABCrgzHNaQxkCraXYz5xSDKquRp5JFexPZvP7kLtrmIlnuZzQvuKfDA4AdBsHyOfPoiJxhkVK4QgsBF+DwytOWssRDoC27FjkE6YLVLVoiM4LtCP5OQMVtWYPfw4PcYn62x2RrPFZhdBQM5Z5FkFpVrU7R5yREnTQSfba2b3RVjIBYQXmVGHG6LrjcBSCY4T+XhUERJ3b1+gFY02WtFPPDyGSRi1JTcq7nXkm2vqerCR+lcQi4nnjflzvfZtXOLYy/Isnu8grTqO3uqY9EnkY09UKjf4VNuuhm52mE2WEO0NZJrDWfL0FkJCqQbOWRTOkOmJM8h4CgEO1/eYZhMILiO1r5ieIpudIi2mSKsTBElVJmSk7gGALIn62B0uo5b8EfIePGqTx9+xwW4zXIOwOc2qu9DdBkDYLFj0PdECjWm87C/hAAI2JDxHwjg4K442EfEchmuHl1StjPmxhPTskGMwW/yyCgkT6K2JHaA0n0Lkc/RWEc0S8Drsx9K51KEaHNFCV+1l/vXAwB2v11/B/vlbYCKDnFJizqfnSLNp7BSMN0ShFX8bt+302/gmBWPSJ9FhHjqmOfVOxYo5gpj8hzQoo42fS+ZUHZWnr8bNQMI49s+/gP31lygB+ecrF69FzjRwzFU17Ra9M9D1KmpYO6s+0OIPbfIw4w3HdXS8QGxHAhjasWkWPaADtxYgFTYCDCls99dQqsWmWaExLZTuoHQL58FtpquJNqUVnPYynSPJ0nx2bzSmmB0t5rHz8ML7AAaQVh9auR4hHYBOCWPUXpdlZBYAlJABn+j7EVDQKaIIegBXcBcLdq7xOibHHOIo9elb86bbeXYCI86wT2QJEzDNFuqwhjqsI2BQ+HNRVAtIj0HgaYaiWqAsZijSAixJMJMTZDxDkRaYZhMYr4KWVwtUy/vIF+dHCZwU2Lw4iWliG916N69i/qqXE1YfaOdyMVAZX9Qlf5mTWKRVej2EMV5BZEPCGz9fwHjwtCDK3XiThiDE0+BFfnaI4A0+jFZeuG96C91uoOsVEi7gdBe7P4ESloxQ6REPovZH34M2Q3jekMzHn2vdbdD3Fs32CdrtM5hmC12vwIVEMb+PfPrAmyIdU+Bu4zhuk/htfFMiVFRxBug5qn1PRidG1bQwtisYVQ/tRH2IFU3Q5SZktwcgeXCbabfQ7QbF4hGyyT0YtY0AtUB3Q2+j3rUzXUT5GlVDeIMKF76sionfdDt6Pne8QIYFOgDwhsVMRh9lgEBRuiGnK93sBvlMrdDtN9R2FzmMVdEIBQB23R6tqmP1wxiHKCZeL52qotA9GC/SYQ4bjlPV1zFpUJt3cuRsNmxuho2O8BrrgWMekixjMnpBh4rb6kMEQMVjCPS1MMpIq3idKTGsjxNL4JcHUOMI/Gh1g253SaOIzTNSwfPdCXqIhchK3M3mEeymu5rMSGSBvFqgMx1c36OzHRhjYAlZwso0QzVZgnt1PAAQxRRcljGBB8pVAFolCYeQM2TVHaoAy1N09eXAAAizaV9pj/89BoCNk5jRezirSVrW6pjIhZf3DfcWExJWDfa9Y17+2ANcNVfxczaOsKEbznuFxI85Ap0rhPOsksDgMF0NOTlBWp14eV/arI1dysLnYrAkPf4eDVnGGz+/qQxYi+2z38Th+dvI5vcg8imMqlHMHsV7LgDtwsZpvCG9jdt2+m18EyKAWMZt86ijHAFRaUwKzjRQ9XMIOaGdvk/c4/YZFwXNxa2KXFpabHI068coFq/ERNLtL6LWNUBJOwCzAvcWABJmoX37VGCCJGmgTBNbp84pwCE6d4WFXbWersX8XDQgvBlH761BgzNVqMwJnEbuZtvVU9TdDp3VONgOtndwnHTVjdWo2x2yfBrfo/DSq9yLjwCDfzMwoMytPoCnVRT8AEaKagEkduQo1x5L37JBrOdoVup1AEJlHdrmqr6JSG0Sh6kjmHHcGo/obTmJVKSgcS+yGdnU+kq/jwu1Qu9qMv4wCsXyQdQQT7gAzwrcvPufcNdZyGoOkRWDqh3nOJmcQek2ItZdb1FmMw8oLCCyErJaIGiv07XyjnGetcDloAdA3O9RJ2RyH7pdHSXScI6DZ7aQVRxpHJnqeFpdn3ggZ1p5PAKDbuv42YnP6yvvcG1C0Odj4O+Hz4nptuhHvtwhgTrTRl8CWZxGNkH8G+dg2g2s6eiz5TsAaT6LALwAlAx4kXAdx/Fiiz10B7goCC/Rk6qgMy3q9TvQHhuye//zWLz6aUzPP4E0P4HutoMQlJfsDffmbQIf4rYSv41veJCecT5UGBjasQAG3jEQaV9CkoqVaq6h2/URVSksNkKW6PbX0IdVRBA7q5HPHnp+roLVewSnLnI2q6E839eqGvXVu5RQjSLN7XYH3W7R7i6jtaVRdWwvA4hSomFzEWaCwKgKYwRCCu/JdDVMV0Md1rBdDaep6rm6/AreWT/G4+YaV3qHimcwvYNxlipFr+OtFUldjkcHQRQkUIvC5iG0YcN8W3fbuOiPK5dwvDHBjgRr6LrQQhs7IKP3hp7oYvFvVR0TuFV1nLnCV1eBJqbqKxJKyaZwVkVOspCTUYv4EJO/bjc+oZhIr+IewyDyKUQxQ3n6KtJiijdO3yAlMyZo9OAMuE/mUhaEOfDXUPAUqSyRVwvki3OvT19GDfQwCgliQKELQddfx3syjCcCO4Hu7VU8f1FTn6dHIjc0XvKJlA30qPGst7eaTG18tRtm8mMDlXB/0Xd39JkL1zeAFEOE+zgmek9J0+3qiKoVzIps1EsgpL7IJlE8afw5GLsGjt9LoMmF9x+6XPR6qX/tNbrDJfYXX4JudmjXF8hmZ5DVMo7ThKw8yLWNnaHwHl9Eu38nx9edxOu6xk//9E/jz/7ZP4tPfepTmM1mqKoKn/70p/FX/+pfxX6//5qP/Qf/4B/g+77v+zCZTLBcLvEjP/Ij+OVf/uXf8vV++Zd/GT/yIz+C5XKJyWSC7/u+78Pf//t//+t9G7fxTYiQVIK9JTC0W2MLOMwfraIZpH+M6XYjClUTE0u1fA35yUOk+TSiy7nI0azfhVUH4tv6eXB3uKbZt+7Qbi7iwm26Gt32avje7qDrFXS7g1F7WL2PgjXOtH5z0MRkGByWQoSWemx1+xm201SRh0XXdA1c73Bja6xtixvTYGtbODgUgvysGeMQPCVajyALyiAEM369cYULIILsmu27A2I5zMx91R42I/DV3/h6kArb/AMo6HGk+YIS9EjBrXcuvh6pwhGqXXe0wUqLk6gWFpJ3iAA2ZKF6dy4mUCFLCFkSrqA8QT67hzSfEcBKEmJ/evbIswAKlMv7cFqRsA7nqJYPUM3PUeZTCJFC6TZ6WwPA9P6bAABZnsR7yagaIpv4zRJ1F4LaHakODt7V45aukDN0h8uICSAf7p2vwNujajd0MwLDYfwz3VuByudIjdC31AFEut1RC3ykNBiuG+MybhpejPCZck7FLkIYmQRnM+ad8uT0TgS0je+1caU9HL+KeuwDNdPjHdQ24gqsPkC1a3T7C1x9+ZfRbi7J4rSYQuRTSuBukAOmjWWOoM0f4hbUNsTX3U7/h//wH+LP/bk/BwD4nu/5HvzwD/8wttstfvmXfxl/5a/8Ffyjf/SP8K//9b/G+fn50eP+0l/6S/jJn/xJFEWBH/zBH0Tbtvi5n/s5fOYzn8E/+Sf/BD/2Yz/2gdf6Z//sn+HHf/zH4ZzDH/gDfwBnZ2f47Gc/iz/zZ/4Mfu3Xfg1/42/8ja/37dzGNyACpzNys/0cG/DVgEGk7IztBwHAqgMgwyLW+nZjER+bcAlZLtCs30c+u0s0pIQjn3m5UN9yPFx9BSKfxfl08JtuvBMadQAGiVNZLWDaLZlM+IVSeBW63jlAwlcpBHbS7ZreVzLQr8iatCNAkPdf1s0exYLu/fawRqMbXBpaqD8qTzDjObSnRC3zOc29fWteNzvI2Sm1fssTqHqN6fm9uCC+uJHoPS/7Za3G8Vw2OIpZVUNkU1+9b2ijNAZReVWtsClySg/Ve9yEMTBeDVV7GjYOA50tSbgXFzkekQQ3rdAZ6HsLkc+hDs8h8ulRAguYgyDUU52R+Ee3vYJVDdR+jWx2GitqqzsknGMyP4dqdhEIF8xlQrIyqkbqaVz59Ny/zuDe9qK8LthwLuO59RK37e49pDltWjCqsBPG0DMXUffjEVNwkQv3GSXE8FkpgJ4kecN4KBy76fYQOd2fVh8+4EoWKvGk50fzawCxUg7XOHz+gulJPj2H8Ta34VoGuuGLALpwf4R7YtwBCGDHcG8CQHe4BOMSz37j56AOG68JH+SERdxchucOGyaG4+7FbTt9iK+7EpdS4i/8hb+AL37xi/jN3/xN/ON//I/xMz/zM/jCF76A3/E7fgc+//nP4y/+xb949Jhf+IVfwE/+5E/i9PQUv/Zrv4af/umfxs/8zM/g3/ybfwPOOX7iJ34Cq9Xq6DGr1Qo/8RM/AWstfuqnfgq/9Eu/hJ/6qZ/C5z//ebz55pv4yZ/8SfziL/7i1/t2buMbEGPuZlgMx0jchDFk1Tm13J2lVl0AsDESaYkVpgenGW/GYb1CGDDIqQbzj/3V29DtBs4oZBNqdZpmG+lkpqshsgLN+hK63lGL21p0W3LE2j75Arr9FTk36Qam25Cbl9qSt7JpfEUiIctTAmuNkilPi2grCSAmE6s7dIc1lGrxfrdGnnDS9PbWpAwJMpaSm1ZWoSxnkMUU2eyUKnM/Hy/m92PVG9TBQqeDXpAAgGFm+CKFK7SB6dw5XDtl0gABAABJREFUcFl6VPg+yuaGCG1lgBICEzm1jT1gEBicxgBKJFFUxs/NGU+h6itqD4/Ec0KEmTFPK6T5IiqP5bMHSIsl+t4im9xDNrkHLicRQEX31JgmR21etV/H854WU1IZc9bLqWbQXRMBhwBiZR+egzoVMp7jEN3+6fG5ie3noTLkaYV8+gjd/iLy27v9RexCONNCt2viYbvADVeRE6/qa5qLJyTe0zsVnwcA1OE6vs9Q7aK3MEFy94VODUCUPecr7PD7yH9nAyWO1AkDB37u9eGXkOUSxfwVupYij4+NQkJxI0AbsCQY5TiH3mpyKPNdBqMPUDWNtS4+9/OwXYOu2aE90DXLF3cxPf/EYD40StSMyWimY7wZzW0M8XUn8T/9p/80/vbf/tv42Mc+dvT7+/fv42/9rb8FAPin//SfQqnhw/vX//pfBwD85b/8l48e9/3f//3483/+z2Oz2eDv/b2/d/R8f+fv/B1sNhv8iT/xJ/An/+SfjL+/e/cu/tpf+2sAcFuJ/y+Mdv8+uuY5dLeJlfhgkEC3WXTYGlU3sjwFY5IUptIqyqA6X50R+ErGKlKWZxDZJFqbjiNwfJ3p4JyFVYdIkwlVt9O+7by7RndYozusYVQDXe/8bHWH+vpdtNsLj5J+BsDP8PbPkDAWpV3zyX1KhPpwRIkCANPsoZs9jFHQzR5WK1wfrrCyLdreYsokZjwnJy2RoZJltCzlngcfLDHHc3FKzvlRVdL3FofV29DtOrYgX6TzAMemE8606A7PSVEs/WCLO7yWUd61rNtBlqcwI1R6aIPT4j9od1MrV8V2urMa+6svQNXX0O0K3eEC3eECul1BNVfxMVyWkJ7SlmZTZJO7CPKkQU2PzG5Ir103O49cb6CafTSM6Z2NdLSsWkRqXpqNq2eB3hnCL6iaTEVeAGiFyCb3B0S+vxaquTriQIeEk03uQtU3cYMZNoLxSxEFT7VraN9yDxK/tCkK+uUqbmCtbqLoi6oJ5T92CxvHWGY4WNKGFvvLRiVBWz8ouQnfNZPFGY0QfBUecCkBzBZHBM4edxhAm5OoIeDHUe32fZhuj/3zt3C4eg83V+/CGEV6CYu7mN3/5BFoMnDQo1veaJTxsjHBd3J8U4Ftn/70pwEAXdfh+ppAMW3b4rOf/SwA4E/9qT/1gceE3/3zf/7Pj37/L/7Fv/iaj/nRH/1R5HmOn//5n0fbth/4/9v45kW9+Sqa3eMBfY6hQg4OVKESHwNTxi0+QpuzqD9Nc+2BkjYogElazLmEbmgxC1rffW9Rnb4O6ylaUaHN07sYE+hfMBoxRkGpBo1P5rrZQR/WcM6i3VzgcPUV9M5GtTDAg4SSkYtYwiHSKoKQdLuNqmL17jp+b+o1DrZD1xvkCccrcgHJUxQiRyYyGKsxKRdwziItJkjLKWS1IM65R107M1TSQSAnRD59AC5ymO44GYUkAwyuT2HhFWkVW7hG7WH0fhAYCTQ3bxfbe7pYVFP7GtVQWOhDdPsLHG7eiuCs3jnobkcJzHvON9snEdDIRE4jAU9zC2350M4dK9OJrERz8z42l++gqddxROI0zf6dVhHsxvh4TKAiZa93Bll1isy30l98X6q5RnQcG20+x6qDXBTURvbHWSxeARMS+8svk455c0PVtU/MQQ0viB050wwywFYRT7vZRMGXcN0JVLmI1TiNDtjRMUf2giiOPndjihaACCYN9wglfHIXzGcPB638fgD6hUT6otBNiDHbIQBNA64kHNf+2ZdpvMFTbOoVGOMoTh4M17YfATm5pHGLIxvasDm9jeP4pibxt99+GwCQpimWSwIifP7zn0fXdbhz5w4ePXr0gcf8zt/5OwEAv/7rv370+/Dv8P/jkFLie7/3e9G2Lb7whS98Q9/DbfzWQXzqAVhDVJnBUcw5RW3TkTBE8BoX2TRykwFgUJKihcB022hMotsVVH2NhKcQcobq7E2kxTIunAEUVV+/C9Nuo5BLSNrWUEv7sLtG57XIlWqhdIvt4QZtuycp1OePobaUfHtrKCmretCG9t0BZzVa32YdV8UB2VuvL5HlU7TdAUqTKtuVOSBNOO6ICpXIkIkMglPlnvsKaHZyH2lBqmxBKIYLqj5FPo9OWYk/f0nC0e7e91Xz1rf/D1DNCp1vX471uKnypPMaEk9EW+fLiOofz68DKj0k08j3HY0SxlTAQBnr9hewaqjs69U7aLaPoZsbtNsnaLaPj8+fc/7eCJs1asMHXfcXpWWZkOAiw2R5H5P5+dBtcYa6H/4e6P3GKFrFetZA6Ng4q6AOVD2H9m/YqLyI4A+boJcZt4zV7wBgcv4mdk8/70cze0Lee4Q6CeLsoz96AIepw80gm+pfKzjkBeBkOJ+heg8xbu8Hu93ACglaAWN0eeCJh0Q/FlwiPEAROyzhNcdBDJI2vp9xRW70AepwhW7/DKbbw+oGF//lF7B++hYuVu/h+e4SdxYPcPrGbycAox1GC+OOR4ixUcute9lxfFOT+N/8m38TAPDDP/zDyDKqJt59910AeGkCB4CqqrBYLLBarbDb0QK+3W6xXq9/y8eF34fnv41vftSbr0Y/5YQxaolGLeVBmjLSoHxlHWhGvQc7EcgoH5KxrwgCICrMEGOrbeQYlUThFbLfnN7/BLisaDbnq/AQIiuR5xMo1cIYDWXaqL1dt/uoZX64eR96T5W52l2h2zyLFDTn26LOW1CGRdKZBu32AgBgfBt8tX4fAKB0h5tui7o3uMNLnIoK03yGRjdgjKPMpygL4jCzVIJ7DjNLM7IgdZY4772NlWkIZ3VsO5MWdwrVXHv3MBVniLrbEILYc5gjPzwqz40Q0KMug9WHaC4DePCV/xrL09Kx0OOCsEvfWzTrJ2jWT7C7/GIEpoUNUfCN3j//EjZPfyNSq6jtvo4JpHfE2w6dBzKI2cA0O6STBQACDYqsjAh1LiR6a73iHWEfxiYyTndEVRxtLoPZTQCl9b39AB0shFGHmDSPKHyeS80E+XGLYorNk/8Cq2rCW/iKWDc3cQ7f7Z/Dqga63YEJ6jLF1+n2cW4/dg9jXEaWATEEhkr5qEuUTeMGYdwNC+pyYcMW2CDBdCaaFY0sbUOM0elxzDFyvaP7KKVNVlrAdHtK4JdfRd1skfEMuifL3bSYxvcZHhfuSWua2NUL9/ptfDC+aWIv//Jf/kv83b/7d/H/Z+/PYnVbsrNQ8JsRMWN2f7fa3Z4+O2e6SeMGfG3jJt1isC82lxIlSrIL6qFAwpJL4qV4sIRV9QAPIPkFUYVQqbiUriDBxuAmnZl2YuzEdvbdOXn63a29+r+dTcyImPUwImLOf++daWOnuSfJNaSttfZa//qb2cSIMcbXxHGMf/gP/2H4uaec5Xn+pf4URVFgPp9jvV5jPB5v0dS+1N8VRbH1/H9UvOc973niz1999VU8++wLf6zn+FoP44BqzAk3MCm3RC0ATx2rHWq315a2VoVZrBdwMLpyvtl1SMpRxwNPFGgDfSl2FpDc2YYGgJUqsXjz0+COTsScJjmA0EZnjEG1tNiQspdFzBDU0gSXqOs1pnu3kUz2nJGJDlVlMHvoKIlpVTqw2w6Wi2MyLoklpEtyjWmwMBVGzvZyFGdgEcc024GUKYSQZFnaKqSza2SL6QReiOIzRpxOgbDIupaloz9x1h8zv4gaBwT0x8pTdzrTgsuchFkckGxY+XlRm6G2uWk3BC7SNbRaI862BU4AN1tl5CsNAJvzN0JXwlPuyos7EGlvEuITA1mdZqhXtOnJJk/B6BrN5oQAkM7Wk4sUzebEdR1KxMUO2rM7iBhHPt5D21TQViMpZtCqota6NZDZGJ1WIbHrpgRrFeJsTC31zgR8hdctiBinKlkCnG1X4wACwn/4fz8+YjxGpOk9egvR6vI+5JgU39pqgTibolmd9Fr45Zxa/DoJ3vHMdWAAOAW1dfi/R8RzkToUuIKQI6jqEonTqBfJhLjZrEej+3NWrx8gKa6F5O4FlLxXgfd/jyIeRG2GiVy36yD44u114fEa7l6MIg5jKlTz+6iXF1iUl9joGrvpFLdntzG9/Y5wbYhkFDb2an2ObPL0FmvFsyqG+I2roPgzSeJf+MIX8Df/5t9E13X4R//oH4XZOAB0XQcAiKLoS/69f8yX+v8f52+u4s8uFsefdPSwONxogXes65CQRTwKi8ejClSCj0LC94nDJ/imOQXg5nuutefVrXybc8g3pyROC6pIx5g9983khVwtyQ9Z9IhcxjistWCMY1NvYN11M1cbFCIBM/QYKVL6W1dVtxtiS3jwnJAjGEcTQmcC/SfOxmg3cxJ6cZX+OJ1AqCVSlmHCUxzsPROOBePcJe0M2cwtpNkYXBborCa3tWJvoK2t+gqYx6gWd5DPnkOc7kBGJPTSrI/A4wzN+iHidIp6dRTm2sLx9XtrTB6OP70fTysaoW2W9FqOWeB1rNvqEklxLRivdIbmpvXqiEB256+G5z596feRjKYkQVuukO3dDL8zjrcPAPne08GYxhvYeGDdsM0rs32o6gzp+BD16oTMZTz+oVohYsIxASoIIVHXBMzjIoE1FaRrq7Mkh9rMERc7YXMW0N/GOYgloyDOEkXeX4zCq+MB6MdBDkzmufNC5tCq3NpMWqNIF92aAILsrIGQOVqn69/Zbe11/33sKGX+3mPOR54+H1XpSb6/de/5zZufa/tIRzdDJ4xmzqst8NjwawC1DdDt3szEnx/aRDo9fF3ShrKtoOsVqosHaOoVYhZD2TWqtsK1G2QS5D0GaPO0Jj/2/HArebf1HDLbe4xBcRUUX/Ekfu/ePfzIj/wILi8v8XM/93P42Z/92a3fj8e0iGw2my/5HGVJO/jRaLT1N/53k8njln+P/s0fFZ/73Oee+PP3vOc9MFfYiS8Z9z7zvyEZEUK8c7KZvqXNuAxzQb9j9oAYa9SWwxOwvUgACAuKrzCC57Jr1Xk6DeNxmA0DhIb1KN7Okle3DVUeoZi5SNCsF9BaQYgY67J0etoGjW2hO0MyqLoBUxGuR75FbEhAhJEUaLZzC6h71PiwwmnrFUxTUtWkFaq2wjTbge0MnimuwVqLvd3bIZEYrSCLqZvZjsNizWUBLiQiRhWqX4Ajxpygig0o5nR8O8ymI84RJxNEjEGVF4gYR7M+pfejlqHFneSHYTaqqrOw0A/PgZ9/azc79xuoiEvEsuipTV0/H44YQzW/i4hxXL7+idCRaNYL6KZCNjtEu54j4n317hN5eX4HnTWY3HgXdL1CjQdIxzd71zQXdAx8kpEwQiKdXQvJt1qdQzvJUPrKaO6tSmgHaOuvvwS6XqFzgjL+sxtVgonEtYNHQT7WhxcC4vFAPW2wSfVywrLYBRMSzfosgBP9dWPaClxmhIoXiavCGyjdIGICyWg/XA/Ddj+XI5KmdcfeI8e3kn7kNfTp3NquR4uH9+ABZBHJ7aajG1s/29p0R9vvw/+9dxkkHAV1S3w17tXfqsv72Jwf4Xx1gsa0OEx3cHDwDESSQ1crCOcm11ZzZDu0uQ2dONdVitPZ1uz/KrbjK5rEz87O8IM/+IO4c+cOfuZnfgb/+B//48ce8/TTTwOgZP+k2Gw2mM/nmM1mIXlPJhNMp1MsFgvcu3cP7373ux/7O/98/vmv4isfH/3//C3sPvV10NUSxcHzkPluWMy0A6A9qd013FU/WhHodk0t3rgILV0hJ2jWR4Q8d0peRm9cxRhvzcY84jcA5zhRzJhIEHEB3ZQBEETJU2O5OgNjDLBA6ywrWRRBdRoMDAmLsagukagEo5yARTzJwF01lU6vwWgV6DhELSO5Sj/jz8d7KKolhIhRNwqzySFkNqaZt0gQceKQx9kYLKbZYGc05PjAJXARkgo9J6N5+CNzQaJgFWHWymOSTe1SUvwiKhb5rkeMqGBkL7qzBdzyam5teRn8sgO4y/F0rZMVjZJpoH352Fy+7vjNBpdvfDwkFVWtcDp/gEQkyFfnQXRlGOP9p9BWKySTPSyPXsTkxrtgtcL69CXku8+7a8Cf797HnaxZJ7C6gW5KxLlCs5lDCImyWoJFHFKmmK9OkXr1N5khTnJqAQtArS8hR0AbNlBZkHn1ryOcqA9A17lIxlufHejlTn2ytKZFWy3cnDtBW16GayUI6PjxjvsspJRGI5Qn0cG4HNHrutf22BI/t35UHyAd3RxswB53XfP3ZLgXm2XQsu+vr75T82hi3xK8iTgY355bV4sjPHzx91A3GyQ8QcITpDJHvnuDxi8DNUNZ7PW+Ch774jasRpXB4vgqHo+vWBJfrVb40R/9Ubz44ov4yZ/8Sfzzf/7Pn9gyf+c734kkSXB6eop79+49BlT7+Mc/DgD4xm/8xq2ff9M3fRM+8pGP4OMf//hjSbxtW3z2s59FkiR45zvf+ZX6SFfh4nf/5U8DAKTMAv92c/oa2A0JKTI06yNk06fDjR7EJgLquAemPMrF5SILbsm+rUfI9T6RANRC5E4IBiCKzJAS5BN11xma72kVRFIAwLAy8K4BBFcrHjHozqLtLDgiILKYO0W1XQCsXmGUz1AvL5DPDmGaEvXiGLKYweomLPj0HggNras1ytU5BJew1iDPJtBaQYKqPxZLiGwM1pSQxSwsZt6PXLj5ZNiYDBZfj/5tNsfIJrcfAyrRsfLtV1IPqxZHiNMx0e/c8WQDFylf5Qg5gUgmBChyj6NOSM9lZiDUM3hM1XiXBoCTbhbYnL2OiHEsTt5E3WxwVl1iJsfQpkXdbCB0SxsoFx6HYK2BHM2gqxWWRy9ifO1txCzoDJrNKZLiICi7AVQVeolUVRok433YtkGxexObiweQcQrGOE4XR0g4bb6qtgI2QG4N2qaEdAJAVivk+xJtvYTRDWQ+20pa1PmoIZIxVYW2T8RA370AMNAdZ24eztHWK0fZ6lvqfsTj1eKYkGQ08shziXRM17ntRXaYp4NFPf/7Sf7swLbAC4DHMCv+PgIQxiX+OgMA0zziFe+ez+iKwJ0JvWetNm5jQ9dNW11g/fBl5OM9LNcXqHSNW/vPgsdJoP6ZpgrARDpmkrAOCQ+bNgABa3AVT46vCDq9aRr8xE/8BP7wD/8QP/zDP4x//a//NTh/sixelmX4/u//fgDAv/k3/+ax3/uf/eW//Je3fv5jP/ZjX/JvfuVXfgV1XeN973sf0vRxEMpV/Mnj0//u72M0PURZr7BcneHs6BVYrcjYI8wSM2ff2Wsne3rMkDP+KEUIwFab3fNnve52mH/rKlChhmjZ3maUXq9enYTn9QYaw0rGyzsy36aMGBqrYWFR2xZtZ9BYjY1RiCOGxrRodIOyWmKzvkA5P4FpKuhqFShK3pfcqA2JymhaoNJihjyfQAgZUNH+K09ycN8G5gJcFkhG+4jTsVvsHaUscSYhbkEdcqtlvr+1SfIKXEF0JN+HzPfARYrR/tsRMY5kfOge3yuIBRMVJoMNrKewAZQw2uoyzP1NWwVBHq+wBgDN5hjV4gid0agujrAuF1g1azBEOGvmeKU8wUl5gQerh3iwPMIb87uoFY00PA3vwWufQFuu0CzPsHzwIiLGsTz6LHVbBhWeT2JMyDBP9nK3vmPi6X2FLNDaFmebc3CnkKdUTY5z1iDOHTrabfD8tdFWc3f9uipX5oGa9ajk6jCGOvCmrSCSUdB7t7pBsz59IlWMXiOjZJ7RiCUZHxKXOyLTGyEnAQ3OeOw0yWmDl2QHPQf8EcMbzzjwow/fCicsC6mgtc6bXFXnzitgs6UE6GmVnv5FLJOdIC4kZM+aiBjD5Z1PYHN2D/Pz+wCAvdE+eJyg2L+NeDRDOruG/OApJGNSJey7CY90OBjD5OAbcBVfOv7USdwYg7/xN/4GPvzhD+O7v/u78f73vx9SPln5yMfP/dzPAQB+4Rd+AS+//HL4+e/93u/hn/2zf4bJZIK/9bf+1tbf/O2//bcxmUzwS7/0S3j/+98ffn5ycoK///f//tbzXsVXLoprz1Lr2JlyyDjF+d0vIGIcqryEN7zwKHVSmaLWt7XKzWJ7ze0hZcQru3mjhGAXymNYt8ho5yxWL0k5bchvDVSlILohw4yTVLgcWnjQlgYQPgsAiIhBRBwpi1FZDYsOccSwMg1q26LSDVVwAJp6hXJ+EkRhmuUZ2mqFZnUGXa2gVRU02svVeQBX+UpTVStE3PujU/s0znccOpuq76TYC8k7AJJC1UWJVZUE/PMbHY+SHjpZDf/PRYo4ndJmq14gYiz4rmtVQrebcJ58Va6bFZrNSVjo/SLruc0ej8AcYrxaHMGoDTZnd1Fv5pQ42xVeac4x12TysrEkdqOsBosinFQXOCkv8PryfmAFHB99Eauze9ROf/gyNievB7qXn8P7iCKOOJuCS6pUfVcjzkbgsUSaFBBcQpkWCY9hOhs824/O30S1mQepVqPVllBQMj4E9wl0YMHpW9Ne1MYnMf+9f1/UTZqGit0/v782Q+doIEzkNfsjRl4AobPins+7xNE9It0cWm0l7eF5H4YX9HmSTajn5XsEuKebedU9rZZBjMdv4AJz4ZHKHgDWZy8HG1MpU+zOruPwuW/C/ju+PQAZ2818iwL6aIfuagb+x48/dTv9F3/xF/Hv/t2/AwDs7+/j7/ydv/PEx/3jf/yPsb9P1Icf+IEfwM/+7M/in/7Tf4r3vve9+MEf/EEopfCBD3wA1lr8q3/1r4I4jI/d3V38i3/xL/DX//pfx1/7a38N3/M934P9/X385m/+JubzOf7e3/t7eN/73ven/ThXMYizN38byXgfEXsVo2IHy9UZTpfHEIxjsjoPGuXF7mRrAeMDLnPgehvj5tXUgvMLQVtfQsjJQJ/bVYdconMzXgL0ZGGx89WLbzMSbWce2pW+OouYgK6X29VOnEBvLsmaksWw3GLjxDRi11o/NxX2eIa2MxAdhzItFtUlxo4exVyXSa3nSJ25iQ4I2yZQbpJ0TFQzX4GLJCQNgJD0VjeI0rHzDe/FODx+wHOldbuBiAuqvqLeGS5YOzYLkq91CF7/HElxSNakbnOVjm86Heo0aF7rahFa9zwu0Ona2YdOQvtaN71mvTWKzk9nwKKU9MKtxvL+S7CtwtHFXZy1KzTu8RemRBIJCBjYiNgAFp3Tj6eR293NCTgiXM/3UDcbcpyzBtnuTehmDZntk4iI2QwU1LJgPZtOrmF9+joh/R2IUQgJpWpkIkGlG7SdQiFS2M4gizMIIWFcS50EXCiRyHwW5sfefc9vHml00MvXetoeQlLsZ8+MA8b257UtL0lAyF7S8R6YuwAOHR9xRHxbrpiuOcfrd3oMUeTsXN0mYpich4k1mJR4bIOryIfjAJrN08ZMVecQckLyuo7R4LtgDD3ozL+Gf522oU5bvbpHlLL5CRjjSLIx4myEdHbNXeM52mqF2OkgeJQ+bVZZABH6zzv0YbiKJ8efOokPjUp8Mn9S/PzP/3xI4gDwT/7JP8F73/te/OIv/iI+8IEPII5jvO9978M/+Af/AN/1Xd/1xOf4qZ/6KXzkIx/BL/zCL+CjH/0olFL4uq/7Ovzdv/t38TM/8zN/2o9yFY/E/jPfg/uf+7cYXXsWF298Bhu1QWs1MpFieXYPo+khmvUZZL6LpDh0bkqTLTRv5OgnnbWAQ5q39WVQYArWjNYGX+m2voRW6yALqZt1b8fovg4VnbrOuISoXKInahZJb26rXbVNiTyboKyWhEw3LVgUwVo3F48i7HEnmoEOTafRGI1ZlGPTrLGql9hzz5MWs4ARYEyQKtx6gVaVUG0NKTPoRkNmY9SbeeACJ5M94ixbEypwHmfhswHbmtiMx5BiD1otaW4tJ6EqG85F/YL+aLtXyMJx9Wdbhhi6WQbr1rZahI0SExmazUk4zv6fD92sweXIzclbLB98Dpuzu7Ctwht3PoXKKKxMg4+Vx0gYQ2Mt9uMUM56ithopE+Gr6TocigJxZCEihvvlGW6kuzi++3kc3nonqosHYEIiGZF7Gywc7VCFRG41aYuPDp6j63GyB6Mb1MtzSJlCG4VKN8i4hO0slGkx5jHKaolpkoMxQYC2hM5FvTzGaH9E17BDWz8G5Bq00T1IEEC4/ruu3nqsKudQ60voag2RjaDWlxhdfztkPkNbzZGMD0O73lM3H7sO3Pt4tIXv41Fq2KM/8wlcyl1H3SIQo0/gnkZYLe8Gydd+8zvQftA1hJyEe0+rjUv0wPzOJ4ijrxu0TQUeS2S7N937l8E3nK65FbKdW1ub7LBxcef4Kv7o+FMn8Z//+Z/Hz//8z/+J/vanf/qn8dM//dP/TX/znd/5nfjVX/3VP9HrXcV/ewiZB/nPnWIP62qBStfYLEpkxQy6WqJZn0Ikk5CQhy3PR/2OvVoY/XwTEKhA3xZnIoMAgW68EIevFAM9J85gobarCU0zaapykkAn0k45qzMGcZLDukrZS502pkVlWyRuIbFdBwtXMXYWccTR2Ba2syjiHOtygTwdQakKxXgPpm2QFDMYrbBZXyDPJ7AVtfIjJqDcvDXLZ5Tg13PwJA+66G29QlLsBTxBnE63JDGtacElqdQFfry1iFifTKIv0eb0qlchIfkqX6RIRjeg1TKoalmtYCKi6vkNhX8f1AJuAiJfbU6JZtgZRE469o07n4LtOnyqOsKFqbHULRpjsStjrFw7Po44lqYBjxiWhjZY91sDgw634zEYGGx1hhvpDk7uv4Sd3VtIp4forOrBTpEfjxA7wV8XXOaEVm8bJGOyHK3mJ5Bxih3GUasSlW5QxDka3UDwOFwLnuLHZdEDC1017I+xbtcQ8YhGC+bxFnDPJnDqZe0GrRsHVZf30azOoZsKuimR7d1EW16Sl3mxN6BZylDJDyvxrZ+7RD6kfj1K3xxeA0BfoZMA0IJkWJOJ26ARZZHsaTekNOfOrW0VVEkb1Wx6w1X026OxiDF0xuDstd/G6uhVRJyHNSOdXYMsZvCGM9nurfD+YuflzoR0Wu6TUI3zuEA2fuqxz3QVj8efqezqVXz1R5zN0FmD8f5TsNZi2ZZgUYSDMWlVVxdHMLoJNoMB1erasN4Uwd+c3hTBa1R3TqjFz9/8/NMnkr46kcHwRKTT8DOidnmAXRLQvoFj6+hbQTAjG4FxjlGxA8FjSJFAMI6CSWr5RhwbqyCi7VtDWQ3TWVS6RmtbqLam6r0p4QVGdFMiTQsoVcF2NvCSGeNIi1n4XqsqyLrSolkGmpyQI/rsXNJM1h1TDyzyuAMu81CxDSszD1oaLt48znpHK6dHrptVSBIkUjMNz9NszqE2FzAtObMpZy5CwKwzQnGr0pl01GirFS4fvgZtDV6vz1B3Gg+bCi+eRbizYPj9B8Bn5iW+sF7gpXKON+oVPr+5xEvlAmvbYmEamM7i09UJmk5jY1u8Up5A6QZtUzr1NfpnjUKzekgtZzd2QeR1xIn2J7IJRJJDJDmSYoY0HYFFHKnMsZPvgDGGRCRIkwJxkpFBSpyERAP0MqDDStj7rfO4ZwL46xXok5rVdXC6A4DV0YtQS0rgy8uH0KoKQLpwrUb0r60uwgzcO58N38OTqvBHaWM+uMig6gt3P1ZBQnboBGbaTX8vus10vSS982Z9HrpHxs3xQ3vdJ/12E/ATEeMYXXsWuqlQXhxBFjNMb5EyJiXrxG2U8nCv+vcvkukA25IiLa498TNdxePxZya7ehX/Y8Tu7e+gRX19iTyfYObAZ7UqUasSZblEtnsDjHHE2Q7idBaqcZ9sfAKiGWrsVNYe5yGz0Ho3gT7GhAwuTjwehTZqB1Al2jllLaPQ1isImSNOx9AeJCcS6GoJ05SIOEd9cQ6ZjWENcYa1aZHFGbSf96KD5Sl0Z0M1ziIGjgi1dfSsKELVVkg6C9RAnnPwOEHblDT3VhVYxJBk/TzVL5oeUFfOTxA5tTYWJ70VJqPWZVtTtWQi3vPRHW7A84N9eEeqR6vxYXiFLQ9QEwlRzkRcwES9ZjahjsfU/i0vnUTrBsY5s2lVQbQNdL1COiHZzvmdz6Os13izucDCNvjCeoEXjxN0lqFpYozHJS7WMYAWCR84bjHgi+s1jAVeGGWQjOPV5hLPyRkKJrFsS2DxEJPqWdSrE3eNzahKNAoWpFnvtQfibOrGAk4m19H6Is6Da53WLfI0DefBaDWownMIxw7wmgUAApjNt5S1Wm+hvOm89pS0tp4j4hLN6iHKiztQziFPVStYD+p0c3i/Ue3cBlUWNHL0egnDoFFItlWF+8c+KZEbXUGmu+H8G11R4nWbPK2oE+bFabrOBJEgoxvYYLzShM2DNS06YRDBsRdcJ4022AnSnVuIix00qzPsPf/noZs10sl1Oo5abW2yVXmJfOcp1+2h8/kkBstVfPm4SuJX8UcGYzxUNbsA7p+9AcE4xukU4+kB1idvgMUJCTYAzkqS0/wSjtJk2gDM4oOvw8WHKCzVlgxoPy/OHAKeaE1dx2AHLU2ffHzF6BcgAI56RHrU2eyQ0MexpJmp4xMzxqFNi3m9xEzkaDsDZTVat+g2nUYSCahOo25biIgjdlro2s3b4yTHanGKYrSL1GpSe9MN8tkhqZc5IJVpG0ooTYnN2V3SS5c58drttsSmr8i8djkfqK35GM4rTVuBJY+3VgPlb8B9Zo7rzZgksBiXsGoNo0rE6Rht3XPfm9U5hNuUGK3QqSpUVOvNJV4vj9F2Fp/enOG4BJpGwhqGj//Sh/CNP/ZDeOnXfxPf8ON/EZ2NEEuN6cgBsRiQxhafvKjx9qlAwjjutks8I6c4azfIuERbEuMAjlYYAGGMqFeegtfTlBIgnSBiAqv7LxFqXSRBJyBQ/YREMqFrVqQTxA5XQRvGLFCqQjfDU+vkCKo8I69tl7xDB6r1NEunGT4/hm5KLC+PkKYjTGfXQwufy94Hwl/fdHype8XdefHSvl47gR7Tj0u+lKvXoz8fgibp973+e9cZdE4SNhkdoJrfR2c0Ii7QLM8gixlMW5Fz4PA5nchNNrkNxiU2F28iYhw7T38zeDwK6nr+uek5vErh1Om2j4IbIUAiNVfxx4+rJH4Vf2SsT1+HbRtoVZHqWBQRsrszWC1OkbcN4uwBRDoBlyOYdtO3eS0Cr1VV58RHdp7cfvGzToWrrS5C8gomFK2BLA4CKteHT2LW4IlKVB6p3izIC9w0Jbj0jk0lbKuQeKtPp8SmVI3djKFqK7Sa5rRxxNF2BgwRKttCMoGMxUhYjNa2SAFHpxEQMsNk5zrRy9oae4fPwWiq6njiQGOxJCrc6hxttUacjYKjVpxOgvOTHx0ATmwkMkjHt8IYgX5ueiMKz2F2HQwPchvSlDqYfhEfJHNtNkE2k6hae65VTsp3XOYYXX8bqssH4EKiWZ2TlGu1xMUrf4gH62O82Jxhrhvc22g8OJ7h997/Qdxb1GhMhz/45V+HsR2++B9/B8/+wPfjtV//HTz7g38RjFloLTAabzAtFD57ZpHLFu/dZbjXLnE7nqAyCnI0Iz6+zMGlCYsWfTYTqmTf5vbqc4xxjG+9E7paovNdEe79tBskE5I2jYsd6qCUc6TjQ1eJS5qN+yqc9QlRVZeOD86hm2Xg1HuHO7pnXiEtgVbh6M5ne8U4ISGLDLkDe1mtEKUcpiU/cZnvhvvFJ3Di8nt0+qP0wcEG7hFU+qNJ3BuhaLUJIDc/yvFIdH/s5GjfWfo6Jb9qNTBfkaS1HhduQ9Ui4jGS0Q1wWYT7dCjNawHwASLeGgXBR0EHHnA+DAP8zFX88eIqiV8FAKIoAb2hCDoDo2uo8gzJeB/rh69gtTiFlCn2xodYlwtsmjViFqMY7WJ9eg/JeA8bxjG9/g2UyHnslMRiWOOqRN4vulRcESeciQxxtku60IwHkwhjK1gvYsIAL05iTUtVkKWmt198OmsCMh1A4KVGbhYdWQMeqC0cSUEz/yQbgzGOuga1yQEwTS10n8gBoqEBQGUUdsUEtvNtWoU4yRBnI2TWIDFU+aaTPYhsDF2RzaRpqALNx3uw1rhEPg7gsXggfOFnlV5LHoDj1ROwT7drMCaDXKbvfNhOfVm3pyGQ0OqK5souZLHfjzRkhmZ9jmS0j2p+H9IdK/95jFZQ1QqVbVEwiZfVEg/OC7z0n34bR2uFTWvxqYdr7GUCx5sWe5nA77z/V/FwrfCJX/4gipjjbT/8/fjM+38fz//Q92I8prZuaXQQZrFd14PsBt0V7kB/3s5TN2vE2dR9PhPohzLfARMJjNqg8KYn2ZhoThk5xAnXfpf5jM47lz21zDvGWUMc/4hDZjsBhBjxOOgbkEVtheXDz6OeHwcg22xyiIgJFHs3nJgLPXezOoPMd8L5lMXBYHPaAmiDycqjG1WfpIdSqD0eZZs3Pvy90b3VKoBA6+y63sQHANryEkwkEGni2AEH7h5jgengN4jct+Sj3sXMj9R6lL1zNhsAVMnkx/aJm+FKXvVPEFdJ/CoAYMtQJLTZdO0AVjlENg6grVqVaEyDqbOkXK1OIXhMgJ3T1xGnY4z239UrsTlqmbewtBUpr/n2HON929C3Sz2tKU6nwegBoIVSyAm6rg5VZeQkOEnBTYOJxLWBCaRESHUDPkCye1qYhQpKbgBV1axmYBGDtgY8YqisQgyOhAk0VkNwHoBvgscQQiIb7yHi3C3u9DrZ7g0AgCxmEDKDcW13X5XbllrqPnS9hFEb5LtPbyGfy8s3MD54F81as8Ei6OaanubDeEyzcTxONevgHKuMQxNbav3GKZ0Tf4w9cl2AwF2pU3kr9p5DvTpxdp4aQmaIuEBZLlFZjc9szvHGHGiVwKeP13jxjBLJ5dppY8cR3jhrMC1qHBQxUsHAWYTf+3e/jtOyxRd+9UN45w//AOL9Ob64UPiGHY5jvcG+KMBiaoV7M5tkvB/mycA2Spzx3naTCQm1uUAy2oPVxMmPc0rAcrTvri/CTwiZB0qVd3jzCdR3jLqOfNmH9C//fb16AB5nWJ+9CtOUMKoKSHQeJxBOjW10/e0OjDk47y55RhFHq9ZIRtd6lkdHIjBMSlc5V6Hd70ck3obUJ/VHK3BVX0Cmu+F3xt2TPplHjKHTxIrwKojc6Sx0VrsNaEICNEwGYCQb6OdHPHYgVQvtwHI8LsL3/nh68SKRyNCBo3tSIZ9eSWb/SeIKnX4VAMhYwrQb2mlbFTijXBaQ+Qzp9Br2nn8vsnwGbVrETKBsVljVC1hrUNZrrI/foNZwvUK9ugetlkFTubMWXKRQmzN4yVTmwD8+oVNFTr7JvroCsO3i5WfDTt6Si5Sqd8+ZdtQyn8D9jNxH0FJviMsqkhxcJKE6ktkYUmaQcYpMpGBO0U0yAQaGMU9RiBQJj8EYgxAygKQihx1gnCOfHSLiAunsGlU02QRxNka2exPJZD/Ml+OcKDYsTiDSCZLRQXjfzfoUXWeQzYhq401iAEBVZ6EyapuVmyn2bfZhYtNq3X9+d5ysriHiIsxhdUMiMozJsFDHGblwCTfiyKY3EDGBuNihz5PvoGxWsLC4leS4Mbb42L//MBLBcGMsobRDOzcdlmsLpYFVZfDKSY27iwZ3FzVePCvxuZMNjO3w6m98EBcXE5guwkvLCjLisJ3Fxl9X1crN589I5larPum4mXXEiTsecXIgSyfXweMMcTaFSMdIij0koz3IfBaoZNyNXnSzRpzuUDvbbWQfHV/EydQxLmhMEsCZgubBRpVoVudoyxWMG9mMb7xA/26+i+bwxR46q8FlTufYGqjNRTAp8cp5vqL1xioBRPcItc0rHobz3dL59o+X6W4/+3biNKo6D230/nmqwJKI0wmaxUNEjPAk6eSae25aI4YmMFotKYF3vfsdbS56TQLPceeyIBllfy0yBu/OdxV/sriqxL/Go1rdDd8zt5v2NCSfeGXuE4vG7rNfD8Y5qs0cx4sjSB5DGw0ZJzg7fQM7LaF9m8VDHLzj+yHcAuQpZL5NbrWCcaIQQZXNffW0MY86l8l+4Dkz4ZPOKlTnXrkLALSzkfQSl7btkbUsTgD3fw9o8jO6tly5+bQKQLdU5mCMoa2X1N6NAOleM2YCLGIkRZuNt+w1SRf9kDTSZQFdL5FOrpMYzOIheJIjkTnS6bWwwRDpJEhVBvesZIR6cR/p9BY6QXPsZkPz6yCSY1rIdObOlyHfdfZ4Je7DBDW2MVVCgBtTcNflcGAr2+tYe8cyj2LmMoMq5xAyxyibwm6OkDGByxr4C3/9u/Ef/uWH8MpZjbrpUNUdtAHaFmiURZZGYBFwcq5x8xoDj1oUkuN37y7x3c9MYS3D6UWB56+vkUYcY55CjmZBrIfwBWRjabVCOrlGyZVNqaPSGbp+3QwZ7lr2837AIbXbCsLZFrf1AjLfJW1yx6YgnfLHVc9gEQCZnk7mRxyd1SjP7pIGeiwxGt0O7fNsdivQ+HSzRr77NJr1udMJWEK7ERB5mPevF4F02CPOg/Tr8Lql69/xtt1Mm4uslzR2krA9p5s8z+Nk3I9VgoSuDBtnoxukO7cI5JiTRroqL5DPnt26lpg7vn62bk0L3SwgBt7fvqMRigPZa+77GO28/bGfXcUfL66S+Nd4BGlFILRTYbCtisVb8DjD+No7US2OsJfkuHjtkziwBncWZAErlUAmEhjdYHX0KmbPfgOa9XEvSCFSdG7WqtU6zK1lPttCHHuVNiFHA0R67DYAzjZTk6MU7f5reI9p3awhZI627t3K/EzcJ/NoUDVvzu4hmx2iXp4HkFvEOHyd41HMEznCpi1RxJTUpUghpbODTPpqjsXSca7HpOGd71CSd+3xiHHE194eqHBalZA5tbOb9RnEaD8gzdtqjjibQRa7Qas8dB6sgnHnRtVzGLVGvvNccBoLrIDQxsxClSdksZXgu44BlpTzgg+0AxhZKMTpLCjpkegMR1cvkM9uw7QkdjO9THGsNxgnwId/6ffwxfMSaUxyqto48ZyuQxwDqu3AGJDICPceGpynFt/yvEAqGN6c14iiDlK2uJ1L7PIcs3RCUrb2EccwRwuz1iB2Gw8az+y4ZOc48BGHqucBBc3DptJRvdQasjhwjIr+bzzFjHEJIUdB9AasP65abcBlHrTGhcxRHD6LzckbSCb74EIiLnaQzW7SmMNrFaTTIALj2+reDW8IorPOtS1Oxug8cl3VEI8kQc/7HlIZ6e9V74AG72NOGzGSN+6ZHeHzod8g6HqJ8uwuxjffBd2skc2edj7hDBGTg2NJ1yZdd21I4EOxGl+VR/Hj1Lhi9jyu4k8eV0n8azz8LJzkUEk2NeIcqjqHzPZC6xrpDqxpUew+Azu9QXPy1z+BRXmJVVshZgIxi3F8eQ/F5rJHYwtJspRe5AXUDsymN0IrVCvSybZMhYXOVyRkdSgRMYQWPyIeOgYCBclcmg1EMoLaEM/Vt9VNU0JkQ2qOCpVcsX8bVivE2QhttQrvmScZhDUo4gSikjhfHmPqdNPTpIBw+twAIGRGLfnE8Xe5CGpVntc8FK0BEBbWJ8laimREHHGnZAXQYuy108F6epjX6U7HN0LXZOgt7fnjfoG2HVH3es44LaxaO7ofY+B+bCHSoJPNRRqqt7ZZQRb70M0S5eXdoDd+qkuICHj7j343PvbvPwzOIqjWoiw7eN2cqgIuFx12phGkIL79dBThi8c13n0jQ8IZhNDYHTdIWIa5rTEZ7UFtFrDGgDtkvw8PCBwmePrK3KaPRhZJ4TpJzjAGgGvr1kjHN8kZjMc9kt+BAn0F7kc/xlbotA1J1GNH/IzatBVEOkG+/xSEsxVNx44SyCVEXKCtL8N7FTInHITjjGsnhuIre8KLxG5zJp2uQLqVqP1mI3Iqdt6VzG+Gja6gGzq/RtehK8FEira63KqY/XUyxJKQTa52iH0WpJIfZYP4+fYwcRvVYy644AMBKNfmz/eu0OhfgbhK4lcBwCWGMAdkkBm1m721Io84uHBqarpGsfesm68ZrC6P8LmzlzE2CrvJBEo3OLrzWdyOCdk6uf7uLY7rVrWgXftaSLABQI05j+owN4s4oih11TRRbvx7YTwOi3KcTcHaHp3rW+u+ShFJjs5oWCFRO8EVXz1bqyFc5d555LjMsTe5tmUpKrOxE2khgJm1GrGjqcUZJV/fMowclznMA00LXS/CnBlw0qFJ5jABKaKItOKb1Qmy2W3wtF80vXOZXyw93iBiCAnFi4L4hZxxCd2ugzmKR0PHCXf8+p1AORouwr5dT+/RbZpc1cuYRL34XawXJ7gwFZ6SE7y6KRGxDpeVxk4moLSFtVR9NwoQArh+GIExoFYdBI9Q1h3eeTOBYBFuTxJoLWC6CLrrMGNp4NgDCqZ1TmqqQjreg21JD0Ar7rzFszDzF0m6BTzrOjLg4W5kZE0LnqZ9UnKzb9NW4Zrwxy9supz+uE+KESN/dct6X+2ovIDMZw4Zv+tAmCZ0Mkir3s+nddD2J9pjs7WpM2qNKJkG5FKYOQ+olqECfySR+3m4n01HvBdUgXsOxiV0swh/w7iEUVXoZDGHFYnTCUkB6xoyPwzXNV2QAH1L2g9b8q9y0N0DwoYQ0jNGJLLxlTLbnzaukvjXcCzPPh+42eR9PA3iIlwgVGOMF6R6pY3jhqZgTGJyI0O7uUQy2cMLzQZVW2Gp1oiZQGs11HqOiN1FMjoIrUmAqk1VXoT3wUSCZn2GfOcp9/vplpPRUC8a6NuHAM3bgnMUk2DcOIASKZJpJ1YybKPbtiE51nwM0zZoqzVEkoXKjl4jQSeJVhS3GdqmgkxyiCQLv2exhHDUNJ7kgZvOZd5X4c7mEejbh7LYD2OMKOIQ6Q4hhL3KnavK893nwwbGB1Vpl+RP7cCIAMA7f24kuCCamkcte+WuYXvdHwvYbcWv4YILODZAMqaqHHFowUaMuhDLzQWuiRG+uLmDVQNYw3B7QsfhM2/WaHsbcCQyQpIAggOcR5AxYC3w2TsNvvMdAq9eVpjNVuBRh2fcpo/Q9I72pEowzmENbZz8Z2jLS2TTG9S5eYSS9ajACdEWbUjyw+vSP99QQMj/zfA5w7mET7gFooiqzGxahI2lkBM3o8/dRos2SW21Dtc9ixOyr9UKum0CloMJCe6MeJjzevfdkiGIzSducqZzo5jyEjLfD1a9XlTmUZ8CX3mLZATdrFEtHgRfe6MV1OoUERdhkyDiyWPXowkg04HCnGOaMKRBM4I6AKvHVOiu4k8fV+j0r+Vw6lO6WQfKitdQ9nNRTwvxtpjefpDLHHEyxs6z34ps9yauPfVuJC6J2c4i4Qkuzu5Arec4f/mjaFYnqJcPsT57Faq86E1NhAQTZCXJgg42e8zJKYh4PNLGG1o/ei1tL/wRMYFkdAA52kfERF89uODSt7Azsq9cnpOblcwgJ3tIZ4dUiWRjpJPd8LjWOVFRdUZzT98+7awGF0loh/sEyXgcEsxwvu115YeJhrmKzx8Dv6Hxj5XZPgH4eJ9UH6VDDT/r0DjD21h6LfLI8dJ79DLxdofAwc61c4etT6KpGeTJGHNTw3QWkgMv/affxqeP13j5okKSREjTvupmDDAaeHja4WJusdp0sB2wM4mwVgZfd1CgqhK8YyoRRwz7ceFGOy7p+Zly0m9CdL1C7HAF/n31rd2ec++vYepATJx+gQy0LJ/s+aCa9wY0gdHgfcOd/sFQ15/HBWS2B5GMkY1vQWZ7BAiMi3C+/T3lRVO8Gp5WFer5MVXBm8vQNfLdkUCxHIiz0N/3TmmMydCqj1PinjflyfZ5HXgWDKOtF7CmBwnWy2P6XHFv7esZIkNqXI8ud6wGf40OrlcuUkdXYwTAHPz8Sh/9KxNXlfjXcKiSqnDvYiUGUp8ALYim3YQbeKjo5Hf9IiFa1OQWyDFKpLi3eoBWGWSmwVRVMFphfufTyPefCu3tQBvjPDh3+VYjF2NK1k48Yqg65sNznlloJxvYtnWtVJoDey1tz3v1i6ZtGzAAxgm/mLahlrirxOOMKhGR5DBcDMRGFNR6jtHhMxBJTprbXNDsUEiIdC+8P9+eDGIdXtqUMRi1cTSogd2kS9YAsDl/FaP9d2wBiAJ2IeKIBqI3tBl4vEIaSqwC20YdBMLqxWCEdMI6AyEQ35b3nuMB2OaqQVLYW6FsVtCdgek63D/PIQXDQSFxZ9EglYDmEcYFEMcRrO3QdcD1gyhU4gDw9C610x+uFUajCq+uNN6ZAfvZjkuShPgPFXlThXOUjQ8Qp+MwrjBOiGT42R67djgn/XPfkUBv4+o1xv1mNbSpYbbEVdr6EnG60280B+wE/zyAT/wugUc2VOIBPNaUEDJDMqZrx1oDXS8DUwFqTddNRFiVcL2774cxrHKtJVDiozPnILPr3qvf5PhjW83vBw6954p7ER2ja8h8N/wdF1n4nBHn29ebH5n5YkCkgFNr7Ky6cij7CsZVJf41HPvPfE/ghvI4Q+dv6K32Iy0CfsbWlCfQzdLRxKgSkMUuIiYwe/rdkDJF4bjUALCYPwQAsjTczFEvjqFVGV7XtzP7Vm9vt+nBRh5VPkRZ+/fpI4o4hGutezMPMrXIAogo8IITb6c5d8+bgDEBFstQffgKWxYzUvZKyJJ1dO1Zx+ud0+s6SplHF9NncO1+/z5da9qrzNFcdRHm2z6M4wbnu88CgKM5OZ6tq3T8czGR0uf0P3ef2W+OgEE7+JH2K70XFRZwOzjviDjxzjEQgLEWrUNgd4PNxPz+F7FsSxh02BiNcVHji+cl3pjXmFca5/MOZxcdNlWH+dJivuywWHW4mHdYrjpYSyIwxyuFb781xrf9+A9jlmt8wyxHHsVY1EvwOIEspjAOOwEA6WQXLJbO4pIH+hmdt/Sxz/okcRYP+Buisn1C2vINj/rk7I9Vs374WAL1FTnjMowuPLLdP9/QCAighM0Yh9qQS5xxFbnVCtYaoqA5cRR//QDAl/PZNrqCbtfE3PDXVtfL7A6PjxcNslqFfyTo4o9RHub7xJEfh9fw+AB/b/pORuj4uPtPyMJ11hw7I5lAZvtf8v1fxX97XCXxr/EwAxBYxIeUE1oA4nQWFnmtNkEIhNSrVgR2yfaRzW6iOHgOaTHDweQalGmhrcGiWmC9OCEXp+V5WCC0m/0JOQoGJ6HVFheIHCr30fc4NPsA0C9U4feFqyJV4KLLfOYWGuHMUVRwr9JNSfPHoKLm5uXFjpOdpOpGZGMI73aV5O5v8gBMGs5NhzN4P7P2X5lIwV3l6xOy5xsPednDtrhpNwG01nk7UtNCqyVEMg7SoP61fQKJB8hj30Xx1pS+newrqn4xZkiKg6DG5auooTAMOoPFw08SLgARbNfhpUuD+TLHCzsZam3BWYRxEWF3FqHIIkhB/y9y97Mc1ErPOZ7ZSXFatpAJXWdjLrErMrzt2T9H4404QZyNIEcz6ni4408dkCTwr2mD1G5tQgEEH+1wnT+ykRlufIyutmRL/fEK15fIUOy87Uuajvgk5s1Jhj/z53ZLPKbYCS5qpiXxId2Qd3uw6gyWsYMNHLY3scPXD2DEzkBV5098n0DvT9DWq3A/Gt0ECiQTCW1MhNwCpgbd9kfuxWFCB/oRht8cDTfkV/GVi6sk/jUcRy/9SpjPmfYRTeVHLAFNu4EqT9wsnJCqSXEAmR+CyxzJ6Bq4SLD/jj+PrJhhmk6QiQQsilCrEifHr0JkozDvk/kszOHDawxmfJ7T3L/+k/WggW0QVmgxxyOIdIpkdNCbYzjUuBztozMaspgFOthwYeEyD3aW3CVrD1qLuKAkEickRxkn0KqEViWa9RmazXnvfa0rREyi2Zz0yG/XmhbJCG11uTW6AEiJTasyYBEAWrR7L+siIKpltuc6EKPAQ6aZ7zQcZwBhfstFFqwpfTxapfeVJwugJf9/P9ONeIzy4g6qcg7dWbyu5khji7YVaIyFth3KxuKVNwxee9NgtSHRl7OLDheXHSp3mgUH3jxpUcQMP/DX/xKEMNhJItyOJ1iZBuMbL9BIo22c8p1EtncTwuEUPACMEg2xKEQy3qoE/ef3KmbD8DPxYfg2ug+/EfJVZ7gedRVU1FR1trWJ818fMyDxqmWOWtgsHpJPt6uGAYSNpL8mydWPxhrDro11Y45w7lj/urrdhM2McNSy4bkOIxJnX+uvFa1KAmSm463P6jtlvhW/BWz7EvelV2H07y2Mz1z36Cq+cnGVxL9G4+TVD0DIvEewxo9XFkMkq3Ecbd8O9jrMngYmsz3ku89C5jsYHT6D3f2nMRsfIOEJqraCtRaL+1+EVlWvZR5nRM3hMpicqPJ84LDVu24NEzzQC3J4BL0HxPW/68FiHtBENot7TpTjeUSMQ452wJMcEReIixmSyT6sbqjCSydBM9rqBtXFA+oorC9p0WtKlGd30W4uodZnhIavl1DlHM36HGpzAdOu3ayfAGPB0MQlaQ8k9Mebkg8le9/G9BQxrTZbx8DjFYYxrLaHC/GwtT7UAfcL9KMzdFVehBmrT+gAQnvdtg1UW+Ol5hRTnkCZCNYyvHpRQbAIjEV46ibDbMpQ5BFUSxQzAFitO7x+x6Jy9LJNS58/kS3eUUzwoF3hmWQXLCaecjq7BiGzADJkLukkThzHt3L9GMBfA8N4UuXsq2VVX2wl+ScZiDAuoarLx57Pb6ieNLp49Hn8+Mm3sOV4P1DLABo5teUKRlVQq7NeSyCicZAX+gEeBzLqZgnTbuiacPao1rSolnd7bIO7/giUaGHUNmAwYA7qFar5/YAFocdI0pB45LFDzMHwmPM4Cx73T+oYXMVXLq6S+NdYLI4/ibuf+l/DDerpZcMY0oxMu8H67KUg1UmL/zKAenichUovTmdIRgfI95/G+MYLUKqGjBOSKGUM8+UJ6vkx2vLSodNlSGpRxKGdk5qq59DNCkbXQXAjHrTzHkOZuwVNDEBX/vl4TK8T5uSu5WzUBnJ84FqFOYRDqvvjUi8fhu+9lCtAym/1/ATr4zdQXRxBNyVWR69idfQKVkevYHPyBlYPXkSzeIi2XqJaHGF9+jLKi9dgdA3dbkgtK+IQyQSmXaPrDJrNSfgsflPSdaSw5XEA/nz4hdvzu42uoNU6bHriZBr+75O1P6/N5ph+1/W8Z2sUWo9zMC3aek4iI65iC2MNXUNV57C6xvrkDSzqJa6LET5fXqLVEd78zd/G7UmCQnI8PLWYLzrcuW9x/8jCdkCWRsgyIMuA64cMUQS8fqpQxAwf/+XfwN5Y4aEq8a5kH9emN6idKxLIYgYWEx0rYhzpzi0UB89DJCOXxAn8J9NZkCYdtrLpvVfha0h8ThTFJ+SmOt3SKB8mZPqBCcdq+NyPJm7//E+qxAE4fXcaB4gkh1FOEz2WwYyHRFa26X5wVK0o4gR0HKLUB4nSOmEl3W5gVIVqfodwLH4D5zXZXbeCiYTa504BDwCS0X5vQ+rU5baOo+s2PXqM/ejNv/fhRuYqof/ZxBU6/WsolmefR1svkM1IE1kWez2orSNXLZFMQ9VIrT4VtNN9sibu5yRwZSPGEXX0T+Z7kPkFrG4w2bkOVa2QZxMcX96D7TrMT95EMt5zQia0u/f0K58wfMKyuoZWS8hsLwhReCR1WMBcZRExhs70hg6UJKchqZvWScgKSTrbQjowTwMuya2JJ4TG9YsaQFWJ1Q10tYSXaq03c2itsK4WEDyGtRaMkfNZmhQY79zA4uhV7D77DRAyIwnWdAxVnjo2AAlj+M1HvXoQjrEqzyBzAv54jq2fmYfP6zY9Prl7gFKoBk2PpLatCuptANGPQhJi1PnwZhaEgCfgmm7J3nTYjQEomVur0FZrsIjhfrvCZWNQK4myNfjdu0s02mJ/J8LJOTAqCMAGAItVBxkDdQPsTIHlusM3v01CsAjf/pPfj+lU4C8d7kFEDKqtA6OgWZ0h33vaXYNJ30J3oC/SOpg54J/zUWc9oyJQxgZdCA+s9JsYGg8R5SlOpo8j+61xx8OEEYOftTMmw2ZzyznOPYeqzh7jRzMug8hRXMxQz4+puzDeC9xso3vxl+E9ERK5rgEOwo/oOjAg/PurV0dgQqJeHiPOpmjWxxDplBKpOwYe2Gd0EypyJhJErE8NcbY7GAU9rnvuY4jeH44yhmj9q/jKx1US/xqItlm4Cqrq54gOtDKkHTGZBURyxBi0KtFWF0jHN8Mi1HUk6uB33MZWATUOEJUqndyC1Q12nv0GXL7xGawXJ7i2cxtHF3ehTYtmdY7LNz4B8a4xCcd4w5Wup4x5vW6f2IN14mCRJFBW72VMr+8MUhyPGhjalxp0VgJODIXLDAnjAdQzdD7zVDjvltWsztFWK9x98AUs2hJtZ6ActYpHERgisCiCXXUoLt/E7fFNnLzyMYymh8gPnoJpShQHz0OVF5A5HaeuM64ar3Dxxu9h5+lvgUim0M0yiO4AAO/I89nT0IwqIZIxTEsyubQIk6a2/97roPvRxKPjiF6kw9EIvb2kAxeqsnIUQEqSQpIcrNUKyegAq8Up3mzO8XqzwKJm+Oj/7/fRaItpKvCpexvUCmjbDusNcLAXQRvig3MBaN0hzwAhGKapwI1xgs/+ym/jf/k770UccbCIYf/G2+gc6waymG0nbzFA4FuFfPbMFsWusxY86dvdACXNYGRie6W/wHZwFDPdLEMy3z5evSmJ1XUQV/FCK19qzkt2pztboxA/CoqYAJcFeFMGbMZQv9wD2zxgj7sxTHjuzsCqljAcA1ZHuG68BoRjTgyPm+/08JjMbLwlK2PcS7DB6gZRNiWXQOceSPcYB2f9PT+MIS/fV+FXCfzPNq6S+P+g0VSnQSqTxDuWWB2/BJFOwK1BnE1DhQEAqrpAMjpwQiOUNI1aU8tS5mBcuparekw72UtSts0SQ0UpcnAaYSokFuf3MM2mUE4hjYsE5cWdLQ66B3Dpdo10dIPmlLpGW89DZbyZv45sfCu8tmk3AZ3dGbc4s21euXdsoqReQDdLquhdlaZVCS4krPXIcgFV0vzTaoX18evorMHDe19AY1osTYMXmzOsjELGBCqrsStS7IkcScTRdhaFU6STMkN0/gD5wVO98UmzRpzthipX1ysU+8+5z1+gk7lrESPQuXrOfBwqscjxbr3LWK/clTrqm6On8f5xj3pvD5MCjwsHbqwRp1Na6P1mzencR4xj8eAzuCwvsLYtdkSCVdnh3X/p+/D//X//B7xxWUPGEcraYlNSst6UHeI4wmrTAQAO92lmrnWHL55U+L/8X/8KkqTFDz6fI48EduMCs2e+ETKfQeaz8F69hC39Pw5GJ6EzYRUEH0FmvfgL0FfEPoH761Q3q8CBR+QlS4vQMpfZTpCoDZ0Npzv+KBbB3wfDAeWW01jQQGcB/wEgACeb1XmY/5umdBztfmPqUeeR8Am2fiyhAwjXv6/aO8c75yJBEh8ECqZxowSt1uEYc5GgWZ8inVx35jyzABokBbr+vn8ScC9ca22FSGz//ku56l3Fnz6uZuL/g4ZPjKq8cG3pdXDMMrpBeXkXVvee3V7QoesMOqOwuP9JtNXCUY0y13ajBO5pYf7x/uvQGCIZH0KkE6SzvqpJkwJ5OkJTrVCvzrG8/xLaahHerw+PrhbxKChfGV1DqxJxMoZWy4CwHfJ1VT2HiIuQyLSndzkjD/83Ipk4ShtVVumYEPbcibboeol2c4ny7A7Wx6/Dtgon91/C3c0J7qk5Pluf4AvrBe5VFe7UGzTWYGEarEyDtVVY2gZzXVJl7vTavc63j86qYASR7z4PWRwEDnEwH/EtVNOGcQOZvTh6mSwcD3fAy41HPRKY9bPTOJn0aHfXiqZzNUhOfjNkbeAmb11Tjh5Uz4+x0hVqq3HWVijLFJ/45Q/i5kjCWFJhazUwGkUQnNrnaYJAOUskOZz9uWdz/KV37eLF//gRFHmDKU8gI4GbBy9gfPgOxK71G2e74HIUaE7COa75DY3/TKHCjXrxlmH0vHAVMBd+dqzVknyxHeaD8XibfhloU9usja4z1CUZ3At+w9PPoIciKBZcFmSI4pghXBYYXX8buJAwTRnojfTCfeUc2uhOdIdei8BsvnvV0+facA6Z62L4Y6DrRQAE9uqG1NrPZrcI8OkSuNcioPvoyUj0R+feT9rgXCXwP7u4qsS/ymJx/EkCxjht5mFlHBYwp6hGN3KN9dkX0axPUV08QDLZD2CWavGAKhPvZSzzcLMnowNCm2d7TpxkRZXiQOnLi5r0wjA0k/aKWUxkUOszjG+8gM3iBGVFs9halUiyMdpqjbZeol49QLH7dkePWW+pXTEuSXmq85KwBNrpvGWm+3mcjINpi094XuaUOcnQoGFuLemLWwaZS+d/PEJrF2jrJZrlGXS1RrOZ4/7RS3i1OsGlqfEHqxPcXQJ1y2BtjDwxYKyDzlskqav6I449niFjMW7sPQPuxGNYnCBOx0FNDgDq5RHy3edJRMPNOJvNCW0yPOeZsdCuHfKfmUih1SZYi8bJNGh5++rRtgoiHqFa3QMXqetoTBCns16tLOKI2fQxwZfOKhhdo1VrQsc36zA7fflzv4ULU+JTmzPcWVl86pf/K146K/Gx+xusyw6CA7EABI8wm0aYrwy0ppZ6khA//C+9Z4pJIpDwCO/6sb+Ib32+wzsSmoenk13E6Y6jLlLVSWDAFDIt3Ob0HPnsuS0q3RBg5VvdzeY4zLKtT97tBm29gFEVmvUpdaecjW6x+wxpIwAAWsTJBJvL11HsPLeFP9DK2bO6UY21Cl3bBknWtllCVedIR9fpmutIcEWrJXHTReY6VbNg2CPznTDWScZkNNJWF7RhARC5DosHefpr34+UfLXvwWu6WYTNhyrnWzxtf40wLtG2xFIwtgpMDgBuU1gE7fVhW9zfm9bQNUZgOhX0B3xcAdn+7OMqiX+VhWkr2HrhkkHrkmwLrc6Rjm4EOUjfJmzWR6jm96Hd3E031Dr2imNxNqbZF+NQ6zMAhMCe3HoPAIQFIU5nQYd56/24m3kYBCojsNTOM9+OzflrAICqrbA3uQbGOKrNHPl4D7peoRvtu0VoWyZyCJTxgJ7OtRb1oOqIIhvAOkOU7pDnDPSUudBy7jisrRFnO2irS1hNBhS6WsPoBg8fvow3q3OsbYv/dPIQp4sETSNhjON0qxazcY3LxiLhikRKeAYWRZjEBJLjQiLbvQE5PnCzyywsktnOM/AuTxH6Sq5ZHwf6nVV1kM+0pg0I/kjTMfYJzIuWqOoytJP9XLKzFpuL19Csz5BOrsHoGunoenC7Go40fNeis+6YcxmQ7oQd0FCmxYv1OUQU4cHxFI22uLNo8Oxugk8sKpxfkP1oVQMsAiYj0k3fnUUY5xFuTROcbFpslME3XhthPC5xPUnxUK/xnvQaGBOhHdxrj7trzOEC0smtXo7XSZ76vuJQjCRQ6AaobNNWUOUcan0G3ZRoVueIGMf42tvJmCfihHR3mAyfiJ90XUWD7oWvlLXaAB0pnHm8gVEltaWdnnqvacADsNQnUO4sS60mOWLzSOt86z6T1P73m8Cw2XXXA4kbNbB6BS4kZEGbcm+d6qlgZIDk6GKMRjURY87Mp+fc+0LB29l6mVoP6hvOxK8S+H+fuEriX2VBQBXn1T1o7dFCb0LLcdjiIgMQ4jYzr9lcEae2WVLippavQjyaIZ1eC1W1Ki/QWYV0fOuxOfhwzuXVxcLiFpFWNOMxkmIPN7/he1Hc+TwuT+/gweoh9rMZJvu3odaXGB2+zSWoFTlmDfSctdpstU2jiCMSHLGb9XdW9cdh6/3ZkCBD9erbi0y6ObhbUNsNdLOGtYYocNUKy8sjHDcLzG2Nj8wf4M2jKbQWuPPB38Kq0fj6H3sfmgYoZYtpalFwjoLFKJjElGeYFLtIJ7sYXXsO0jlDhQqHS6xPX8b48F3BiYwMRlSgwFmtoLEMXHI6HgwimbrqyylzMRk+lzUKMtsJ58YnMFWehnNWL48BAPn06cBB/1LhNwY+WocTuK8WuBYX+MDdGh//pQ/hP7+5gLYdPv+gRpFTwraWgG0AOZZlaYRGdWAMeMgUbk8T/NX/00+AMYtixHGqGnxHMcF+QcYzPiECPTXLo+erxRGK3beF9xg0Dp5gTe0pY209Dwp0bbWAUSWa5VkQWSEU90N4GVfGY8SD+2tz+Top2XHZJ85BDO9Fuu5YAJ2Fz+AwGB5U1zqeNtEFp+RfIEkHPx3dQNus0KwfIps+5fjhA0lZRvrv/Qc1YcPgAaxkbGPQrEi1zYsY+c9stQpcdB5niMJIgrmuQxyuMc+GEHwEVV8gyQ4Gc/3BZpBd0cj+e8fVTPyrLNp6SWIQm3MCoA1Qx9YqaLXZ4qiuTr6I85c/2oszZGO0LoFHjKNeXoDHCao5SaOevfZJNCtXkWtSHbNGodmc9hxrJ9c4bK378MhYvwiIuECc7SKdXMfO89+M2d4tJExgZ3YTZ0evQFdrWkwG9B8fQzrPo2IlkQN68bgIVUqY6Q4ea9oNjHIzQ0dZ8wh8X7X4VnGzeIi2WmF+fh8Plw9xqUu8XF/gU3fGeO3Xfwf/+d/+Gj5xtMJFpfHZ//hBAMB6k6Fxb9mAkOo8YpAyQzq7Bts2NKbwVaM7D3E6dsIp1Iasl/fD7ztrsDl/3fF0ZV8hh0WzX8y1WrqvG1ctr7c3V9bCqAqL+59DdXE/iIh4mhnQI4pJBrcI83iRTLYoSLZtcP8zvwULi9+ZP0SrOQSj+bYyHaZFhIenFqoF5ktK2LNphFvXaRa+P2N4Zk/ihb0MN8cSUdRByhZvP6zxfDZGEglYa8CTHOXl66H17amGfh6cjm9sqZf5Gbg/tp4b73nzXGSQ2Z7rJCji71/cR1utUC/PUS+JeeB1y41uBjrllOSKnecg5Aj1+ii85vDee/Sa6wZt7aHzlwchAoQe53KEONsFEynS8c2tuTcA5LNnw3l8/N7IQsWr3UaQRk59t0HXS9i2QXX+ALpaoprfR2d1oFc+yoWPGOsdyVznwFoVOgYAkGQHoUgYiuR4ut0VH/y/b1wl8a+ieOP3/1/Q9QqqvITRKigueW6vn/v6XXhbE3VkcuudSEYHyGa3wGWBZLKPuJjBtgrpZBfV/AT1Zo75+X0U00NwIVFe3MH67FWsz14NyXQovjIE63i+rNFVAFqF+TyPESdjxNkUXOaYPv1uvPD0N4HHEiziuHz4KsqLO6791wuMDKUihwtkWLAHQhuPoqz9z43yuuUViapYb/jRhgTuxVaq+X0YTfzn880ZFqbCA73Gh16PoBqJ+8sGF5Wj8NgO2nb41C//FljUYdMwbIyBjDiaTuNgfIjRAbk0FQfPh0TggUIAkIyvQ5W0WYoiDpnvhmMqkhFkvoO2mpNRyiPyp49udvx4YLiB8osr4zFZqxYzVBeUgOrlcZjNmrYK2ulen30IFhwmR5GNsdxc4ExXSDhD00gcrRUOixiv39e4f2wheIS2BZTLsZuyQ6MA1XbY1FSZpzzCRhlEUYcb+yvsyBhxxLGxCtPpdew8/e2Isx0nTFO6z02e2pvzVwOQDHiyYpiqLh/rMHSdgW4WUOUFdL2CrtbYXByhXJ2jXJ1jcfKmc6m7pKTbmcd0+QEgG9/uj82gle6BZdSR2n5tD1QMYEw3u/aWnB6o5+1pSc0vDlgQPWB9+HvbhxeXCXRBtQ6+AbpewjQlmuU55GgGtZmDy8LJvJJGur8//LXCmHRJu0/GXmdgy8PAuxg+wTTmMZGcq/gzjat2+ldRtNUKnTXkrFXsQG3OIZIphMxDK9Zahc5RxJr1MdanrwehjDgjkRPSRn4ILmRY2JfrC+zOroPFkl5nMw/GDIvNJcY33oVkdG2LL+7buMMbeghyixgHg4TWtaueFLhI0BmNZnWO8Y0XwB2QrpzfI3tOxqi69hzxAQp9SKvxyZvhSVQfG4Q8oq4He1mtiCtrzdaCWM1JTnV9/AbevP95bEyDe+0SH708R13P8Ae//Os43SicbFrcHEtsWvqMtycJtKbnb4xFZVscijEyZ7giixk6qyEGWtRRxFHN7yCdXEfEOAGrkr6j0bnnFukYqpz3C6eje4lkssX19RsfJmVY6OvVfaTjW2EUEadTVBcPwJOMFnLn4uY7Nv5YeEAW4zE6tE7bnTZsXuq0tRo8ivDaJVXgnz3e4P5li8k4wtGJBecAY0AqyX40S4G2BUZ5hL2RQCIYatPhm64VYMzi/ukE37DTYm0UUhYjTrIgPMPjjFrDvnNiQVz+iFMi74yzRu3pTKater687UVGOtOCe+cyZz27XJ9Dmxams9gZkQSqN7nRzRoy2wvHZqgSWK+PCIviBVboBbaq86HWAdAnco89kAO71GDxOkB2e7tPrYhn7j3eRaBLulm/aWE7Ym74e69eHjuBohWMVmT32yqwWMKoDbLZLVitkO/QRlM3696RLOahpe/vtyjiYPEff8Z9VYX/942rJP5VEp/8t/83Aqa4HXW9OMHk9nugylNE7Frfdja9qlZnDXS16vme7l9bLxAxgbjYQbM6R5yNcOPWuyBHszCP5UmOizc+i91nvx5xsQOrFdrqkpIrY7162yMSlX7BGwJhfOIdgrq8Otr48B2IGMfy4RcCbciD2MJXpy/ugUbDqiu4hbk5ow+/0A1VqYIPsvNPt7oJM+JmeYaz0zdw0a5xrDf4rcuHuHeR4JVf+whOSwJhpYLh5fMKz+2koSoHgFh02JUxnoonuDm+7tDFe9DVCumEAGSIOLQDJIqEgEQeyOQBRsPuBoBw3iLGt8xp6HMzR1Oz4DIn9LbTxA7qYJ0BQMckmeyjWZ4jcknK88+7zoRZsndW85U+lyOSGtUK9fKYkNFM4LjdIOYd/uu/+TCO1gqvn7S4+8DSLLyhWThjQJETuG0yjrAuO+yNgFQwTBOOo7WCtQxPXZ+jsRLvTPdgO8ebV0vqWEQczfphkFc1bRVmzH6z97gEb2+RyRlda219OVA5U6jnJ6jmJ2h0A2VatJ0B1mfIihma9QL53tNb6H3qMI3C+eFOGId+bwZdnU0AhD3K4w73SJSSE53sLWZ53Cdt38Hy/gQiLqDdZiACtbojwdHWl71XfeQtYmlTKmQOpXsTFe9Vns6ugcvt9xQxHq5HwNnlcgVABpzLo3PuJ3G+VX3xmLnOVfz3iask/lUQL37g/xEkEZvlOVS1gszGaBYPe45wvo8o8uhbotDM734ak9vvCVKf3g5TJCPEaQlVeiOPCtNb74DIxo47XqI8vYvJjefJbnMg/+ijswYR3xZ08Iucpz4BPTiqswb57DmnHNe3A5nIIGSOvWe/I+iGl/M3ke88T/93YKbI0cQ86MZa5ZDbOwHk52k8nhvtF8JqTvNmme/AaIXOnoGJBPUlofbr+QlWl0fYqBIXpsIfrB/idM2w2WS4rFqcbhwlTFscjiQ2rcVTkwS3J857POowFhIvZAdgjKHYvUmvN97fWgBFMgqVt68UdbMGEzLw9YemE/74RZYHPIJulmDOeMboOtD5IsagyvNAP+w6Q0I/rotRz48hkhxqM4csZoR1sCokuq4j28rhRigksGSEdHINqrzEcbPAvsixKhX+3I//EP7v/89/Dcao+ja6Q5JEEDyCEEAiI4wKoFEAYxEuS4NpavHsLMU4EYiiDq1hWGqNEZOIIw6e0AYrYhxcjpCMDtCsT8HjDNXiwbY9ZlwgTncIlV9fIE6mYXPkw+iKpGbry3CNslhCa4VKNzjXm8GxNkgnu4P/t+Cxc0FTa3g3NCEnTtPez81tGGWo8jQ4yvnjGrnOQZzOMHRaG3ZnrFH0/nU/3gAQbHlbp4HgN6ueNuclVxFxqPIUWpUwToHQuk28yMaQxQwinUDInDo/CYKsrkfs0ybO41r6a8uL2AyBbI/GVQL/3y+ukvhbOB584Zdg1AZcZogzA2u10zfPwZMMq6NXqTpKx25nPgqLsK5XaNdziFtUuQTkqlt4uMwhAZhpieLwWXjNcCYSNMszxPkY6ewadLVCvvf0Yztya9Vjc0f/OqHlbfuqmcWeqmQRZ3TDDytLHhfQzQpc5kjHN8NzAQhSrIRE77nfPO0TUGgtmhZGbQJAjGxPd0hCtl7RAmc02ormoh7Idmd5H2d6g0+WJ3jpwuLsYoyP/9KHsHSotYX7KiJgmgoIFuG5H/w+jMY1vmEnw7dmN5DwBNO924SujpOQcExbIRpYWQ4TzdAGkosERlVBeMN3D3SzhmkryHw3JGkAYYyCjlTnPLVQN0tKGJ5Hr2sUh89h/fAVCO414RdIRjd6UJtrTffa6UPhEEI5d9aAI8LrzQJVneA//9tfw2dPNvjDlymBaQNcnlgkSYQ0AbQGNiWB23bGEfaLGE9PE3zkzQWe30kRxxoxt3g6HWNtFZ7L9iGSHG01D1KhdB1pLB58BiKdhJ+11SJgLiTf3UoiQ+44MMBstEQd1E2JutngUpeobAsRcVS2xeX8Aa55u1zXwjdOYnU4+/XJs9M1wst0/ay6WZ8G8STGZw59PkNnFbiYbN1HnrPtZ/tDjYT+e+Kie3AfF3sOvLZx53JOFXgyIjoZ47AttdO9FrtpSqST62Q8FNFrIulBkmL3BdoY6xquIQJVXiAdXYft1BNBrFfV91sjrpL4WziEzGHUBsmEFrfy4gH9PMmgNgu0TQm5OEEyvR4WLh5naNansNZgdOOF0F6U2X7fpkRv7BEXO4hTbznJocpL8tkeH0DmM0S7viLIwAfzRU9l821AYDspe3END7Ly4iVxOkN5+VrgxnKHgI0i7lTTMlf5bEJF7tG9vpXqXxfwvsW0mHm9dLL+VOFz+vfTbi6hmzIIueimxN3T11BZhaN2hd9e3sfdJXA+H6FtKVE2xqLRFodF7L5KJILhO/7qD2M03uDarMYLyQ2IiCFPR0hnJNIR5zu0uarmsG6mzEQCqxuIdBwqbz1ALnvtdoA2YbSxclrhzk3KK7txQS1xAFQleUU6q4LDnE/iflO1OT+CzEZIxnuol8eQxUEQyHEnNjwntZ6rgNxnjOPkC7+LC1PizU2NJKFj89ppg0QSpYwxYGdKs/IkiWAtOZbJGGjaDkfLFrt5jD9/a4z9QkJrjnECVJYqcX9e6Tj1rWXjvi/P7yDfexr16gTJaA9c0sYvTqYBnxGSDUP4vzUKBgCPKcklk32Ih68hYzGWtoHpNGAAKdLgIuY3AaQlL7fGRX7DuAXgivpNY1svtzoqQYRI9gncj3WI672dIINYTWd6Gpmr6BmPg/iPHzkJOUFbX8KYCtYaGFUi4sJhMgxERveq154HgGR0LTyff/+si2GdlK//7EONeaOrraR9lcDfGnGVxN/C4U0S/ILib0q1mYckppsS5fmdkCRMW6GtV1je+xymT38j2mqOYv9tbh5Hc1lrFJrFw1AtdlbDOsOF2Lfc0vGWXvUQTDUMAt/0ZiVbc0rbayx7WVatNshnz4TnIvcx4qIO23QRY0S54TFWJ59DsfsCtdM5DxsWVZEDF9ALufi5JECLlvBOWNUyCHuU8xNorXC8OMKRWmJua3xsfYw35sDp+QSv/8Z/xmXVojEdipij0RaCRSgkx+1Jgrf/yPehKGrc3Knx/fuH2OU5xjzF7JA+lxzvQ8gc5cUdJKN91zo3IRkZVcG4mWVnNXS9cpWnJrlNlzTbekk+0p5r/ATEtTWtq8hdp8JzqnUddPMJU6Axe/rrUJ7eJRxEsRMe59vvnoJFlaYM4MGmPncjFYGCSeQiwmadY6MMnJQ39mYRPvOiQZEzCAHYrkMiI8wmDJMiwl4hME0FFrXG0VphktDSk7AIGRNIIo4iGWH/7d8J05KSWvCdl4SfSKfX0JaXSCfX3NiHLHGbzTGyMYG02maxlVyGYkG0wZng4vwPAQCVbbF2m72YM5TNCjstoboxPnwM5/HoNed9u/0Yxz9GyByqnEPmRCN71OsewFbi/nJAMD+L1+0aHOg7ToPHeLU0q1Vopav1JVnsOjGnON8J97Nu1gM9iX52H/EYLNoeA5C8r5e7pfc8VFW8iv/94yqJv0Xj5NUPkD2ga3EDJN3ZVivopkJSzIgeMz8BFwna8T64JOqIrlfOjjJBnE0dWMUrqY1QLx9CZJNgrwnAIdapEs93nnIJOQsIaG+q4L2/h8pMfj7r5+BDCprRNbltOVQ1LWasp8N1BuAIACvvDsWYRJTQeyt2XwBAVDrjBVE6Q0hd30IPoCKP0qaWIRMyzP6riyOsFyfQusWriztY2QZnusLH16d46ZSjqnJoLWBsh7K14CxCwiM8O0vBWYQ85nj6fd+L2WyNp3YV/sJ0Hzs8xWE8wnPX3wWR5Igz2gh11kCkk9DC1w05RMXFjltoNXUr2gbeYQoA1PoMIh0DzkXNJ4RkRNUcmdJMoaozqrhdBQ70oihG1xDJmPAHztqViYTmo0kO3ZTUlagXAV8AeAc4CUA5jQBKDoxxWACn52/iVJc4Wkf47H/8ID53Qh2QizlRx27f5GjbDqUD1MsYaFSHkgO205imAiPJsVEGnEW4frDEWdXhPSNahsgcZw6jVehaWK3Qbi6RTAkwWM+PoZsSyXgfcUaOb2LgNe8TuL9G6tURqY6JNGzusr2b2CxOqBI3DVEDIwMpklCJD1XsPB4hXHNePe8R9Dnpmzv+tCpp0+UwKsOOh2/XD4GhXvkM6GfOflZNtqUSxiHeGZNQ6yOk49sB9KmbtbvOddCB8N7gXlaWXpxDFvvhfLOIZurDLhfjMSKeU5UvejaKbteI2fRKB/0tFldJ/C0aIhnBaBIKMbpBOrmOan4f6fQa0uk1lGd3kI/3sF6QSEt1cZ+qloRmiensEEY3SLgMrkl+UfDPDfTVfluvEKdjpJNrhN5Wa/QqYmmoJHyyFAOUa89TJg1vAIMFqUeUD0VoAPQ2kECY3fq2pJ/hD8Vd1mcvU0Xe9fNA/7e+2hlKsfp5tK5XlLiaClq3uLO8j/vtEkur8Dvn5zhdxSjLFErFuPuhD+NsozBxGwifvI3t8MwPfA92dlZ4YU/jWyeHeCqeYMwTPL3/HJLRFHExQzK9DlVeIk7HMGoD05SDOS5p1LOYKszOaEpYTiUsYibMwq3bwGmXyOnYV0hG5DvuuyM9uErBtAo8HoVjHqezsMlJJ3TNlBdH4IJohEy4StIlaz8r9V7rnl6lyktwWWDZEvBvVcbgLMLJpgVjEQ72Ihyfkm94HEfYkUCRR4hjoMgizEYM44SjiOkaes9hged+8PsQRTP8xXeS6IwFbQSWD15EtnvLfSba5ESMQ9dLAkfuP4X10avuMyzC5qdtFuHaG4anNvrr0YvWMEZz8JvxOFTjSjf95tP5jUeIt69F1/HwM/NwDbpOkJAjNOqUcBgeoPcISt20VWiJB0tT1/V4tCr39yJV0Sxc7zLbD+/DtOuwUbVaoTPaUQYlsVCcZv/w+YcMj2ECB1xF7jAnfvMy3NBcxVsrrpL4Wzi8RaAHlRX7zwVFqTgbI52oHhFerSGyESo3Nx/feBuJPbik3VYXgY9MydQhq0UCb36yOXsdo8O3Ecc5P3CVdxFMFrwhx7YeeZ+YBR/ScLKwcEYRh6rOIDOqAPzMLzhoBenLdIsXHhSvnNhJvvMsyVXWc1SLu0gnN4NCFBf9ouTneIRoPiJJzfkJAODh+hjHeo2NbfGB4wtcLHJUVYI3PvARKG2hNC3GCWfQXYeEMzz9vu9FmjY42K8wywy+fXIN70j2IJnA84dvRzrZQzLeQ7ZzC2p9htgB6axWYHGCen4cOh5ttQLTxFVWmzny3ZtQmzlENgZjPHC4ATjdapoJM62CeQoDaDTiMA6dE22hxL0TKnLdrHrtAA9MExLWtYeb1QmS8WFY0D3FyW98vCUrlwVtKhChthqcWySc4bmdFPfnCueXHZIEEAa4XFAyZoyMTgQHVGtw+9kEi8bg5ljicycbJIlCkigsWw2eMRRMYjLaRTq7hmZ1Fpzf1sdvINu7CQEg4gL1/Bgsljh75WPIdm4FHIiqzreSuL/GQvJ2PGqjShojMY6mMzjWGxypDd6bH4INEOM+Ajc7tNZVsOr1XuzktV2RTSqXAdRWr06QOqqaT9qetiX4qDeuGVb8g0Q5TPL+PhpuenVNGyBPD2s3l44XLsDiBBEXbkTj5FDdRmArEQ++75zN6hA5P6Q+PnpsruKtEVeKbW/R2L39Hf1O2d1IRpWQxS7idIzi4HlkuzcRZyOikjiqlG5cO68p3dd1kEn1NBKawWYhkXtwVb779NYN3is2ka2n8SYknfkjb+wtLWXGEac7TsP6cutxBJpyYKIBLconcACQDmnN4yIsOs36zLl+HUM7CVHve+ypMZ4z26zOwWKJh2evY2VqrK3Cf7k8w8OzMT777z+Kz/zKh3B/2WDZaJyWLRJBCfydP/wDeMePfRfStEGWNXh6avFXD5/CU/EEO3KEdz3z51Ds3kS2exPJZJ+qRaPRlpeh+jdN6RbQ4cJqaNOV5K51LKErerxtGxh37rxWuZ/re7S/NcrNYGWwMyXMAZnioDNo1g8HiceGKs0rlJ2/+dmw0dBqjbZeYHP+Bilzqb4lzMNra/CIgUcRpnmLd/zYd+HBSiFPGCZjopUlMsL+boS9WYRxQf/fmTLcPiA0v7aEMfi2WxO8+Cv/BWmisSNjyIhjP5kgdrreQ2R5OjsMlSVAhj08yVHs3kS9PEZbL9FWC6jy7IlKYUMcga4XkPkOIbe1QhzR8pdzgbVVqHRN7I90gq4zaJtV0FunEUivzOar8Ghw7XoFNu6seoN+ue+WuPvGV7cAdRDMQOv8UTW+R++xXjnRMQKaNZo1YRb8BrBdzwOWQKSToBbYj8Kc7exgVv/o63lEv/+/Xz+u4q0XV0n8LRy7t78jcGKT0QG5XokMMt9FWy+RzW4hnV1DUswg3A3MGCc+8PI8UJc25284rXXlRDx6EwSAkoSnNTEht25WqhxYkIb0ixiArcXWPzZ4Nndk1zgMshXd2XIn839Hz0eLZLM5JbCbAwzR3/atS5GMsfv0tyNOZ6Ssle+Ry5rbZPjn9K1gANhcHGHRbjA3NT69OcPLDyb4w/f/Fu4tG7x0VmLZaCwbg0ZbbFqLPOaI4xZCGBRFjWd3W7xvdhuH8QjvnD2LZ559L7LdG8gPnoJI8rDQsTihObdLPB4N3xlN7fOGjDciTmODZnkGoyrwJAdztqU+uMwDGI7LPFTbzMlgUgu9chVmFSot30r3ldxw0yVc+7mYHqK6fEAgx/U52noFJhJSidMNVHmJZvEQxvGOy7O7OGvXWBmFs2UK1UgIFkEK8gwXHFisOrROA0fpDp0FTi96CNbNscTr8xp/cH+J537w+2BsBNN1iCOG+/UFRge9pGl5eheL+190PgFzbM7ukkWsqqCrVWAXqNXZ1gZnOFceXmNMpBDJiGbVrhKXEYfpLEqjMTd1EJspz++EpNd15BdONMe+Y9QD5irXsZKhAxQ74Nvo4O0Bt+CvSS8Zq5ul63Blwe/A31PDRO6Tvr9/EDnhH6OgmzXaah4e52fh2e4NYo1oGhtQZS1D14pGdPUW2M7L7RKYbbNVjauK7qGIcaj64qql/haLq3b6Wzx2bn47lqefAeB1rBmAGNn0JtpqDiEzdJlGdXEEFkuq7lqadzfLs4CsbZ1Xw5B/C/S7/LZeIR0fhsc/iqb1lYZXBvNyjB6Z7qlmQ8ctAl1VodKOWK/pHeQ+h1W3+146zehhGF0Hn/CIpQExOz4ky1TrWoH1+iHiZAxrWlSLIzSrM1TnD3B8eQ8bo/DF5gKfeMDx6q/+F/z2G3MAwFoZjFqLImaYpAIiAp5+3/diNG6wP6nxzFjgeybP4im5g518B7vXn8P4xttcm1IEAFbk+LlqMw8J3G+ugnNUq5zVJodaz8Fi2jjZlkYkWlWQxcwdL9ELgjhlrX6OOQp2k6atSBnOdSKMrgOgzbTrsCCr9Rx1vUatStQPNzjkHNX4PiIm3HtstpDYPMmJrsQ4VsdvYGMV7lUVBI/JfczNuBMZIYo6HO4TrUxwYLnqwFOaia9riwdoUOsY33KDRjqvf+DD+PP/x29GzmOYrkPBEmS7N1Ge3aXj4eh29fI8CB2pzRwiydEZg3z3BlZHr2L3+fcSniObPTYX99VkZ42jz9E4wTv3qY707nMuEEccc11CVWtMs7FT+aNNZZyMA/3OOh69v8aZHyU5qdIo4mibFWR+6GRZGZgYoNn543rsjMfhPhp2DvycnK5vrzrI3Ob0Al7QxTjzGx9aVch2biJigsYlw/uZMQJ/DqiEPnrkfLGlcuitbQEyP7mKt1ZcVeJv8Vgcf9K1vWRvUKBriHQKJhLwJIcc7SDOxq4928C2ZOShq/UjiXy1xZv2CGmA0Ol+JspERohv17J71EErKDl1vTFKaBE65a+2njtaDy18lFhUTzkbtBWNozZZ06JtViEJDZ2qHjX4ACixxckEcTIB4zHKy9cg4gJts0K9ILemdjPHnbufwUpX+Mj6Ln7/bIPf/9/+Kx6uFRIeYa2o+n7xpIK2HYztkEsOITRY1OHWiOObiwM8l+5jr9jHjee/GZNb70Q6uYZkdBDsHYe8YN/R4CKBaUlcpHFOWbopYa0O4w6R5DBNBRYn0E2JOBuHzwYgqOX5ZOS/1/ViQGkahSrK6JoMM/xc1WtsWwOeZGCMY14vMSp20FZrmKYkM4zNJaqLB2EEYNuGNPSNhm0bXMwf4oFe43aWYb3O8PKvfRiJYLg5TpAmEebLDlXdwRhSaMtzSuh7E46ndxJ8/WGBm2OJTx1vkAhadm5NDB7WNQ5FgYSJAPwzbiTUWYM4G4VuhG4q1MtzRJweY1qFZnmGZnWGZnMeHN36jaGrlgcKflqVYZMkI46FafBmuYHpLDImwz2hynm49j2Vz8ewBc0cjc9/jXiMpDgI94nvPHnHMRor1U4tjeiZRBMsnO3stsWpD39vAmRly4QkGp4DptqWAHtcyCCzmoz26DqIeLgPfftfJOMgHfvoPfWoEI3vzF3Ryt6acZXE38KxOP7koBLrNa0jJsmtyFVOtm0Qj2bIdm+CiwTJZA+McZTzE2zO7qE8vQu1Ogu8W61KVPO+Ahu268KOvjOh8vVo5zATH9giDn8/BOZY00KV584KtHxiZe8TuNf8ts4b3Cdrem99xeCFYYa+xV52VsgRsultWKtw8uIH0axPsTl5HXde/gM8qC9xRy3wsK5xscjwzh/+AZTKIBEMqWAoW4sbkxgvnVXgLIKxHYQwePf1Fs9nYzwlZ8jiDIfPvAf5/lNIRvs0b0xGAXwo850wyzaKZpx+QwUQ3adZkz2maej3LJbOdINUwoYJ3CPU43SyhS3wx66nCRFgyQMCiUboaEFWBbEWrUqozQLHiyPwiOH48h5Wi1M0q3OYhihwEeNQy3PUzpZWVyto1Y9WZjzFJy9KCOFa8yzCiycV0jjC7esM+zvMIdSJXsYYoLTF6aaFth0micC336LP+O6f+A68cRHj68czzE0FGRzBvInHBR3LpoKQGVS1DjQ90zYwukGxdwPrkzeplVxebrmbkcqcGtisWpcIRZj5A8CUJ3hHMcGEJ1iZGta1pYXMt7pBZnB8g+Y80LfPB+wIDyYc+hX4c0jyqnR+4nQHQhaIB6Y2Xpypf12XQAe8cuHQ7tnsVujW6IbGBJ5tErtZeOQooHEyhpC0cfD+BDLb2wLLbUkEu9fzfge+m3YVb724SuJv0Zg//FhI2EOAmQ9rFFR5CSYS5HtPIxnvQaRjjG68ABYniLMxktEU6XgP8WgW2m5GbWgeONqHcYAlAAFY4xOFny0PZ9FcpM4Qo8aTwg4qdqPWW0hbo8otGU9f3fgE7itIX0X6JO/bl0OqGSXIamvRMS21TnWzRL73NBZ3P4/l0as4qS8xNzU+eHkPL5+kqKoEH/33v4ZFo7FpLRLBkMcMtbbYL+izftOPfy+Kosb1JMWfz5/CM+Mb2Nt7CqPrb0PEhBMf6aVRk9E+jFbEAdcKXDqer6FqsHHtdYCSudEKnfG2o44+1vSqdB4NLvMdtPUybFQIH5EOFvwCSXEtbG6AXgCmrS7C+fRUpzgbYZyMYDoLFjEo10Hx7ni+U9Bs5qEq9jz2u9UpznWJPAaMZTgtqTK9MYlhbAfGIsgYuHmN4WCHYX/GcOuAY5RwvGs/wzQhBzPOIjTaoqkl8sTgfrNBxmIo00K7ma5uSjDOg8MdAMhsFICApqkCKDMd76E8vUvvv17AWhU81RmT5B9v2pBU/WbodP7A2Z+2uNQNkkhgzFMSPcrGYcbO3fEWMh+g+NvePtRVuhFj1FJ3G8s4mfYb8Ki3z/XnUjdLp7FAznEeS+I7Vf09R99rZzHqz7EHq3lQqlfVI4qpDpSyoX+5d33z1w7gumzumAw3D0EpDrhK4G/xuErib9HwM1TTrhExFtrbpt2grcgTWaQTyHwHcTYDlwW8/rmQWZiPs1iiMzosiJ4T7qsXMgTp2+r02tsoVL8AGcfj9ondVyO+3e612b2nuWkraK9/7ips027Id9m06KwK7XPTrsN80bTrIGLh54rh+d0GYtjao0W7hqrOsTp+Cc3iIWyrcHZ5Hxur8BuXd3F/ybFeFfjMr3wIy0ZDuIrb2A57eQzBIkxTgUkiIITBu/Y7vDPZQ8YlxuMD7D7/XljdIN95CnE63aquQpWlG6JGOYQ1iyXqzRzcAdY6q1E7tb1hhQsQ6tpTggC4aj+DzHfAnaEGcwuyRxkHj/GIkxiIG0P4DZTVCvXqBFY3TnCmwlk1x8YqXKo1qrbC8vgN51C3gm1VSAY0klnBNBV0U2JuasiIg7sV4y/8zz+CBysFbTvMMoEiYVAtUDcdlhuimRnbwXQdJW5DM/R7ywbf9lffhyiixxRcoOkMTGdd+56MdYTsTUD86MXPxo1WsFaToFHiklxTQpVzlIs3+1GEt+f115Kb8+qmxN7kGgDgUOS4LUdII46ECQjHofeCLADQescyJ3YUJ+NwDtpmBa86OPQX8C3ox3jf7hqP08GcOd+HkKMn6pOHv3MSrT0F09HO3HXnkelcFnTNxFlga3i8iH8/26hzFrADw83Dl3svV/HWiitg259hNNVp8By2ukY+feaP9Xfzhx8j1LXYdXOyNtx4m4s3YZ1QC0CzbP+V5mTnkOODwKkd0lNosT4nm8y6CZKrRgNC9q11LkcBROcBZSGcsMrQa5gL1+q1DjhnWoh0SvxltR4sZG3YAFhXHel6ERao8P1AlMIvPp5aNvQTt60KKNu2nqNZn8I0JVZHr+Li7A5e3BzhNxd38cZFjPl8jDsf/C08XFPi2SiDSUKSqgDw9dcKFDHHt//ED+HwoMKfGx1gX+S4NruJvee/iYxZJtfC4i6SKW08HLBM5jNoVzXzJIf23u/ZGOvFCaSrzrVL8NxV8W21ogSejdHRiQgt0SjiiDM6jt5CsrM2HAM/A/YodOpSKFfpOaERkaCa3w8bOQsL3RlYRFjpCntaoXZMBi4kytU5hJA92yEROHr5D7EvCrzaXMJYwBqG3/43/wmcRfjYgxW07bCTCVTKYppxpG7mXWuLayOJRltME4Fv/CvfByEMXvm1/4Kv/5//AgppkTGBA55jN5uhMwbalNCqb6HzWMK0tNGMmIDMRog4B2MiJPDJrXdgdfQq0uk1qM1Z6Ex4brh1G8Z6eQyjSthWQWsFFkVIIgHDOhRMQvI4qO4RpXMNLtIgttPPl91suTOInSMZT7KQDIUcBR74o+pmQ+rWo+Hn9sEbfaChTiA2FRJ5uB9EAsMEmSLJHFxIxNmM5uZOwZAJFpgbWi0xFGviYrt9/yhl9KoKf+vHVSX+ZxCr85fQVKeol/dJnlEt0XUmoMy/XCxPP0NtMDmw+DQKulmgWR/382uRIJvedEIuc7T1KrT9AIdmdhaEnqMMgAAwTmykWZ1RhVYv0VkdENYAKbN11lICd9XMsHXIBq39IYLaG52IuAiLQ1tdQFVn1DJ3fHNVnUFtzoJqmG/9+r95En91OIsP8/eQwB9ClZc4f+1TmJ/fx73VQ7ym5jitLFrN8V///QdwtlFotHU8cJrpJoLhbbsZnp2m+J9+8ocwmazxvTfoGN5IdzDevw2tqjAD749P324kzeoKYmAk44FuuikhhERZLWGtgZSZm+lSS334WK9lT3rpWRDnIXAUAaVkvucERuj4BOlaDHjIvoKsV8GGVauKkqNb/I/1BrbroNp+NFJv5sTVtgbl6hyqos94vjnDG+oSZ22No0UMxi0mCccb8xp7eYxpKvBgoSBFBGU6LBuDTWuwbgyKmOHGOMFBEeNz//G30LYC7/ix74KULSodwaDDqSlx45lvhPEIfjeGiB0Qj3EOHieIkyxo5/sZPkAiMOMbL6A8u4O2mm9VrD6Bm7bqjX44hxASMhLYFRkOeAERMRTJCIxxp6TXbHWn/PVGIkKFkyaNt7pDXrjFx5ZNb0dmJsPfPwnE9qRWun+sd5ejDco6fP5mRQJDXp6ZWunxFg7Fv0+fwHsOuwrWp1cJ/Kszrirxr1BUq7uh5SxcNcpl4VCr9PNqfg9wbdDhvNhTrHRDlSgAxNmuW4xo9muVQnlxBwDCQh+oQDIHE0lwzAJoxqqrFeLdm+DWhKo7zsaUyAftyWCw4eQ2mciClzfjMeAU1Hyo8gIy/9IORszNzkUyhW4WW/O+oR60btbgXdbTs7QiWdHOwJrtebxpNz3/mUsSjYk4VHUOXS/QrM8wf/PT2Kwv8PryHj5Xn+B3zxaYbyQ26xwHeYxXLyuIiGayKY9QxPT5d7IY7/6J78DtGyW+fb9AxgRuxxOMsik6a5Dt3KTF3Y0IZL4LVV6Ax8TX5jKDUVVACoskR3l6F1qRq5TWZOVpB0kBDkkcZuJahZboFkJ4IMjhF1Xix6/cRqkN4ww7FA1xwDjr0PFWK7RNCWWJE31hKqQRB1YPkWcTxEkO7q4RrRWEkIiTjORqO4M44rhULQ7GwK//y4+Cswjv3M/xqYeU6L/uGhmipILhjcsaecwxGQs8WClsWovbkym+7q/8TxiNWlQ1JZux7GA6ixlLYXQTuhM8ltvHCoBx8qv1/ATF7g3I0QwAkEwI4CfHBxDZBOX5HYwP3/1YAjdtReI2bUMVv1bgTuyFRxEyJoNiG4sTOhYDYJt34PPnx8/MASdT6qhg4ZqIs637238NIkiufT2stomyud5qZfv7hbAhKmymO2tQr07AhaSNOuOEdSn2oMoLZNOntl7fiyX1DmV9gn6SYNNVAv/qiask/t8Qm/lrAPo5lzeO8GYebbuC1RVEMiGrQCZD9ch4DFnsYXX8BTIYsT3C2IendPTzL5JyVOUpVXse/dyUkPkO1OY8IMyNbqDrJZhIiB86vQ6RjQMQq91cUqUXJ0Qbakp0XFAyF4mT18xDi9KjzumNeboTteT8YtbWc/C4CK05DybyzljESeUOgS6gyougBd6sz8GFRDV/EORFvaAJAIh0unWsuTOY8OA1gNrJul6gXp1g/fAVXD58DZflBT5dPcSnV5coFUdVJbCWoTEWk0TgdEPtdM4icBbhu3/qR8CYxdM3Nviegx1cFyNkLMZ+TDKoHjHORBKqlbZekHynQ/N7A5Py4iFEOkG9IGnQSCuU1RKregltDZRuMCl2t9rVtqXk7V3oAGcqE2dhXBExGc7FowpgXpI2JHInsTqsJP3MGwDmpkbTGaSRQNlpGKdZbtoGSlVI0jGkzIKADYslFrrCPbXEjoxxtDL4zv/l+/CF//Cf0RiNRlssG4OLqkURk7nJTkbX5M0xCcLsZgR++8J/+F180099Gw5313hqApxWwFNygsN4hLZah+Too21KxH7WGydQ1Qr57BDMXfO+u0TX2AbJ6ACd1dhcvIp0cos2NV6ASCui0jmhGMY4WMSgOwsZcRQiQZoWiDiH2syRzW5ByBFMuwEXe2AyDa8VRRwRH1TccS+LCtA82SdrTwsMYE5dEzI839+Shg2JnPGt/w//zovOWNOCxxmS0R5tHkUSNmA8zhBnO0GRza9PHSwAorLpZgmZ75OErxsH+c8AXCXwr7a4SuJ/jNjMXwu7WdNuQjUddrqwgSMNIABpItbPooB+9+sTuHXo4IhxBxiTpJThW8YDjm9br0Kl1rtjEWjMg+C8IljE6bS21Qr53tM0q+UiII19lWPbxplx9Aj1MAvMtzcYALaqcYAqwifN9+J0BtNuBsIvIsyr42IHG2eDqt17lMWMXKssabrLYjccR3Q1GJ+F5zbtxsmFVtCKJCfL8zs4v/sFnK/P8NH1m3ijXuGNixh1I1HXCT7xH34dpTIQEbXQhTM12c0EODeYTDb4/sM9PBvPMOEJCp4gcV0AWcxgVAkFuNf1pjQKqOZhExUxjnRyHfXyYaiwzx+8gkW1oHPRGTDTQrV1mI8H72o3C/fc/bCRSSbBY91fO6q6DGA/z0/2UqsAJXZVzul5VOmAi4QfUA5MV9oWlaVzszIN1ptL5NkEQkjaDGqiYiXFjLjlUYRrcYHXyjWACNawMA9/bifFRtFrb1qLk41CY4DDQmLTEt5gkggsG41v+6vvQ1EAu7nFy+cC33uLrmfVaQiZQatqC8wm/QaKcbRNhbTorwM/wwfIu90fu2x2C/XymBK6q2L9psb70oskR1kuURmFlMVBqU1rBZHkSMZ7aOsVZL6LYGvrcAeCj9A2yy0BFLpWFUQ8CtW2iEfQ7Rr1+gjZ+DapoPkRSFyEips2y/0mwLe3wxzcqHDNM5GiWR8jTqdo60VYO+J0EsyS/PO4Cyskcg8ONboKoLph98DHVQL/6ourJP5HRLl4E0DvHTwEVvn2uW+PM5HCtBXU5hSyOEAE5hYXG6rSzhqIZOR+JtHZKiwUHYiaxeUIulkEelBnDdTqFMn0OgA4AJWArlZQAzoQdzxRL2YhZAa1OoXIJqgu7iPbvQWjSrROAIYNEOu+pR7eX2cAxNtAnkcitBudsiZjkqpzmQcUu1FratFWKxitqMXcNsT/zZw/cbUCT8iHmQlqs8eRN2yQ8D7iVtehrajKC1jdYP3wZayO38S9+T18sT7FF6s5XplbrDcj6Fbg1d/4IACgMdt85UnC8U0//r3I8gY//swIt+MxdkWO29ObEM4kRMosGHBgM0cy3iOtcef/retlSCCRboKZjJ/Z1qpE45IlQ4RMpMizSUj8nTGIkl5Xnar9nEYK7viJuJ/DAwjjjWGL1pvb+DY6FxJt3QQzHNM2aJsKQkiMeYK1VWCIMOUJGCJUbYU8m0CpiqpwISGzEV1XnENEHOe6guk6NK1A10UAgK8/LPDKRYXdjNrmjbYoYo7ndvrNXiJYwCAwbsFYh0YDz+0YvLZZ47mdGW6OrvWbWfRccdMqMM6hnPKdtQaRMeBFFja0/vjLfIZ6eQyRjiHzHWwu3gzno61XWzPfzhoIEWMmC1S6wdLUGKcTJOkY2rnOCZlvUS6BfkbtE/iT5t9RxANzgosMxex5V1mnNJ5yX/1jhs/hE3rQCTAKzeYUqjxFnO3CqsqNkmhj6D3eO6uRFHt0Pw/Q516iNSRyVyhYo8DZlZ3o/yhxlcS/TNTrB67Sof8/OmPybfJAtVIbiGQa2uHN+jjMt4zagMsCxd6z/Uw54uCy2AJs0Qv0Rgm+yo6Lfucv8x2sT1+HaUqsT++hVSW0Vsic8EjeEgWn2H8qLHbp7FqYkSaT/dBe7YwONBV4S0IHZBt6JXvRFQAByMMfEcTwuuz+MwDYWkS9epwXQPGypH7RbsXKbShca7Hzzd5ebEM3S2zO3wAAlGd38OCVP4RqG9xVc3xic4pX5hZnlwVaFeNTv/IBcBahbE1wJZskAkXM8K0/+b0YjWr8lWdzPCOneEru4Nr0BvLxHqmENVXoWLRr0hOvzh8gzsdhoySycRhhcKegJdKJAw4q5OkItjOYqw2KOIWME8RJjtiJu2wujkLbuq1WLgHNYI2CzPZJnKMjXXRfnZl2g9bNw32bVaRTWN0ra/n3nYz30KzOHXWMZt3KasTOyKTtLHa5gO0sobU9RsKJAqWzQ6yO38TKEBti0wKMdciyBq9eVjhaqSC9ClDCNrbDg5UKCPXdTAAJICJCtY/zFgcZR8E5rrlrZTw+gBwROt1aHYReAAK5RUwgzrz4SBIofOn1t+FJETGOYvcZXN75mGuL59BqAIRjHEk6BisXYBHDhKfQpkWcZMQUGG6aBna4sCAosEVgKXw5HfGhKAyAoGD4aEfLt8+jiAeosW7XYUwn5IjEnQxtIAGguryPZHodnAkYrSDZ41oST3ovLJJgMbXQfdvft/SvFNm+OuMqiX+ZiHhMs08H1Hq08vSLqE9ynrsJd8PE2ePgLx5nKC/vQua7oRUaVKCs6h3L2oqSrjWOPkZgts4alOdvwjQl1GaOpl6hrFdYNWtgdYIbO7exOruLfHYItZlDgtC7wwWMOMHELQ1gIgeUM20FkU7DuMDq2v2OhURudE1e1Y7HzWWOtp5DyAlUeRLQu4CTzkzHqC7ukxRsU8Jag7reIE0LxKqCtNNAzTK6CQA7gHyzSdaVwHGb8zfQWYPq4j45cZkWX9wc4ZPlCV66sFhtUrSuWixbiyImO9EXfuh9+J33/yqemaV44Ue/E4e7a3z/9QneLvewHxe4tfcMit0bRNVxNphqM8f85E2otobSDWbjA9jLI0iZIZ3sgYsExbVnXRUpaAMiEoh0TO5bDjyYJ2NImSItZjT7Fwms1chnhxDZCLZtkM6uDZgHXuBjGQREgB5lHMONbJwYUDDmcFVWZw3azWVI5p01qOs1tGlxKCeomnNMWYKCSSRMwHYdLjfnOJjegLUGaZJBjggs1dQrWFjwKMJuynD3LEFVpthNBV6/rFHEAoXkuDne7tQIRsBBziJcVi1+6P/wlxHHHc7mOZ4e1xgLiRlPcSBy5LNDd9twmGqFdLIbjkVnDFS1hm0VmcaYfoPiQ+YzqHKOYu9ZB4yj4zc6fBuW9z8XOlhMJI5CNgKwxmS0i1wrWGsx2blOowMhA52PZto2XOfG0Sq1WkJme1R9u6QbQJsDWpl3J/OhVRnMUej/a8TJ9DEamgfN6XYVNq+0HijqZtXLsDn3bXTfaTDt5rExV1vPab3xHgaOBgf0HYSrBP7VG1dJ/MtEZ23wEu6sq8Q7AzBscbd9cgtJ3n8d3EgeEGONIjtE03NNMWh/eYRxsz5DnI7DohToJOtzcsrSChcPX0fZrLBsS8QRh+Qx1uUcs8khlmf3sOsUrvy78Ik75gJ6kNSHrXTvhexjm0rWz2HRGah6HpzNhJwAnYHM9qjF67ysAaBeHgcQUlkusXLtQG0UUp+smSADkHpJKO+UWoqdUbCuM1EtjqDrFer5MS7vfxHrco5X10f4YnOOV1c11lWKupb4xC9/EI3pICJqo48Tgbsf+jDK1uCFH/1OvP3mEt8228G7kn1MRYand59xFfKYLEUdfWl5dg/WWlRthUW7QXXZQPIYRTIKbUw52UOc0QIt8x0Y3SAZ7YeKyR/j/OCp0DJmjBNa3WESuDNSidMxyW7qClEyRtC7jvhWa9cjjId84aGFqN8QWTdmAYA0HWG9uUTCYxyKMVbGoZTBMM2msNZAqRp5PnFgR0le6M0GAhwMEe4ugemowife/1/w6Ydr7GUC2nZ4/bKGYBE2TsqWnOAM3r6bQdsOh4XE77z/V7GbCfzQ//lbAER4Kh5jl+d4+/QZpLNDtBVhPki7vQJPeh9rmY2gqjWS0RTCKbcRlsNAuna6n4/3IyICB05uvSdU7m29RFzsILUG3DmZLS+PkOcT1Js5iv3bSGfXgvYCdajILc6/F90sEXEJVZ3DmhbF7LkvWZUPZ9u6XbuNr9oCwA254Vqtg+yqZx349WAo0OTvY6tJ6yHo9j/aFRiuLX4NGgDngqTrVQL/qo6rJP5lQsgiIK67yPTJHADjvXOW2pwFkRIM2mfDGILbtCod55gBkI/NnNtq4arbFSmEZTtoq8se6do2zt2JYd1WJN7RdchEAsHjQBECeqqZp6EYp7HsFz2jVZCwHJp4fLk2If1dHdzCvOmJR1MDzrCk3dB8O98h8BYocWtrULmvSjfQuoWQGZrVORIArVOeA3o5WPIPb1DPj3H02idQqxKvlCf4fH2K18o1TpYSTSOhtUARcywbheuzFMZ2eOYHvgfWMgihcbC3xtdNRnhO7mBH5Hh6/zlk4z3E+RjZ7s2QEIzjdz+Y38e53qCyLTIWY2wTKNOCRRzFaDccW0JH74FLAqGlk2uI8x1ku7fgFfGIInWMZPcWdLUMoiK9jGtCnZBkFDyfO2tDtUcI6zpUfdaoULUzLgGJkLD8XLWzBqpaUfdDlWitRiESWFjISCDhMbRpwSLvciUgEto0ciGxqJdIGMcb9Qo3Rh0+e69AHnO857DAp443SHmEw4LQ50VM8+8HK4XdLMZ5pXFzLHFQxHj3j/4g7n7owzi5GOHZ6Qa7PIfqNC7LC7ww3g8WrsX+U0EG1rYKvCAKYlAfdMDMyOiwyW3Wpxhfe6e7hrMeya/pGKjyEsloH3E6QVsvwwgnYhw7roXO4gTp9Fows+Fx5jpqChGI+lVe3IHXKk9G+5DFAXS73mqFB/Bq11P9ghNZMPDZ5p/7ZN934XpQqL/+uUhQLx9CrS+daU4ZrhmrFVguoesF0vHN/iZ19+KwCqd7Mwtf/6j7/Cre+nGVxL9MPCrGQEC2MrSK/WIaEjgwoGNV4B68MjBG4HEBmc9QLY6CMppvx/tdt6dleflEERcwaoP15asQMsfm7C4Y46hVCYsOtuvQdAqZkRCmRd1sIOM0WJIat3P3VaCfReumd3Riotdob6sLB9ZjiIDQwvRAGR4XgxZuDO1aeL4jodtNOEYy3w1GLQCgjUZjW2xsA90ZtFZDigSqWgewHYsT2uiAKlyjSqwfvgLTNqiXF1jVSzxsFvhYeYSXlhWWNcOmTGENw90PfRhKW+xmAsZ2eP6HvhecG4hYY1RU+LbDBN+a3UDBJQ5HhxjvPwWRjSBHJJZhnN90szxHXW8QM4G2syg7DVgCqFW2haxjFCMalzSrc+R7T6NZnyOb3iBDlnSM2CdbR2/iMg+CMH21J0LSUJvzsCgTLz4FY67z4Zs1EYfRK3fOsoCfAKhL05aXiJ0ZCxcShnEkxQyryyOMsinKeo3WthiLDBftBqM4gzatsxdliJMs0N8AQPIYn12f4JuLA/zG+REm4wpPv+978alf+QBSHuE1V4ULFqHWNszCb44lUsGQxxzLxuB33v+reO6HvhuzWYnnszHmtsZ7sut4+gYl3zjfCfKw0gO7XLciYhzV/ARCZoEfLjLXMQAZgehmjXRyk+4j0waktsx3EadTrE6+iDgdQ8jciemQzWpndGBuyJxwJ8LJ3PoE16xPUV7cQXl6F+X8BJ3V2H/bt2B8g0NmfVt/qLY2TM5eI8Fa5ehlh+FvPBUN6L3EEXFodY6I9eMRrchdrrMGyoEsIyYcNZM2HL4w8FKzTGyD5iL0YkqPtvCv4qs3rpL4lwkhR/2NZXvgVmctTLsJu1tfDfl2utceHyomDeeaMj8I3/u5uJfw1Hrt6C07ziVrjxCnXCJOJ2R6wgQMgKqtYLsOIuIoeAIWRUhlDmstxjs3qGUoSP3NuoRunZhFPT9Gtku79jib9vx0LsP70wP3MTFE5bvj09ZzxOkstNTb+jKoi/l5rTVrRA5840NZDdt1mNsaMwAbtUFarxAnvUWppwMxxtHqBlxmqOYnuJw/wEpX+ET1EKeqwbJmKGvaMLz0n34bT33/9+GN3/wQxkLg+R/+LiSJQddFGI0qPLdj8M35rdBCL6aH4C5pCVfVAUA9P4bRCkrXmOsSa6uwMg1WaHBNAIfxCGdqhT1F7l/JeC+0xCNGLmIimTjVOwONNUQyCvKsQ/52nE2DXaj3eg/Ka9aii5zwzeD6GtLKrFFoVieQxR5kPkOcjum8cRGwEJ01yMd7qDdzyDgBMwzWWmRGwXQWMYvBIgYpszBHZzHZ3F6qNb4lu4nf3dwFZ8ByRdf6sjGYpAJPTxNohz58sKRrLBEMdxcNCslxXrb4qXcfgLMIjFvsFRpz3eC92Q3sjfYhiynidILOancMfXXZQNcrRE6cyG821WbucBzU3RD5LGABPOVS5nsEzJRFSGiT61+H9dlrgVudjPbdNbyiscju0+7cjUiy1B1jL5pz+cZnsLx8iFqVyNMR6sUJkv8/e38abNl2lQei35rd6nZ39ukzb97+XrVIKsnIlgEhuEKAsMHGsnmOei+QysR7bipwBD/8w4H/Yf+ww8YOO8LlCBfPhrDr+RUYU9ajk8AWVAHusC0QklBzdbtsTp5m96ubc673Y8w519qZeYXgXgk1e0RknDz77GZ1e405xvia8QmS4XpLwrQf/fl425IrIGQevlMeXHavGAxhY3InHDVAvbncel+vwqgLAlUyXYcCwasqctUJJQV1Q4dO/3zSr7v4yotdEv884ZXFfAS7R6a2krLRazCRonWrXG8Fea/qVh/RTtVZ4RIgvb5e3w0yqOn4FDLdC4meKnblRFsUUAD7wyPEmzka2yB27WcAYIyhLlZEDwK2JFx1sQK3xrkdmSBi4tHyQNc5YNzdfNy8m/6maAHjJCcBhxzvAfu8Sl1TX7nXcOd3nmI0mGJWL/F8MwdDhCGPUZgaZbVG6hyqdLUBVzTza1wFUlzeQlNtMCsX+Gx1icJqLGoL23JsNrQdT7znGXzyFz6Mx77tWxBFLYRskeclJKcOwbsm15FGEieDY4yPHgWPU6TTa0EgB0AAtC2ubuP25gJzU4AjAo8YCtvg0s2Sn0gPUdf0f+Ih15BJHJIGoYpHTmd95JI0dWZaQ05bPoF73XnfgQGAVhoygtG0KDC60yDwUS5uQ+VTxMMjaqlyBWNJOU4kQ+hyGRztNrMzGrO4DsmyWWCihrCtgW0Nam2wKRYkpiIUuFC4+PR/wUE8wifWt2DQwligriWe/6V/DwD4jRfmeH5OiXtVGQxijhtj5y4mGGLO8NqDDM/NSnzr9307uACmCcNExEiZhFIp8oMbQV52SzlMxBBJj27mhI7i4X5Y6Pl2urEF4sEJIsbCYpOL7STVMoZ8+gglatXR8fqfTd8xasd74x5rahRXL+HszmdR6BJLXSCpVxitTlHNb4Nff+vWtnsutm9VG110aoWRRWtrsCihcUWP5kXVNpkDAQh6FG1rgiZEUyxhdY31+QsYnj5J+JZk6K4jGXzTqVNmt77L/X3czcC/umKXxD9P+FVya0zggXuJVO6Uk4wuA02MLCT93MsZeLgE7CNiCpwpyHQcWvBe15hxhcYunU73OKiU0Y2eweoa2f7Drs1YQ6xnSFQGDz1jjCFJBihLAgHxXmIHEFrqvn3YgNqYQYHOqc211sLY0tkv9igrvUpwmyObBL58X9OcKxoDeHqPyifA5S3ETGKfpzBti7WpkTJJ1fh6hsTdpE29CYC7zeVN8t7WNa70BixiGHKFTJSIpcVgUGC1ShFFLd7wXe8CYxGyvACLWlwba+SC4VvGD2HCE0xFjunJY+BuFuptP5mI0WyuUM7PoKsCm2qJoUhxR6/QwEJGDJnIUFoNFdHXJkly2KYOoD0uUwjnDe2ph6QVYN1xcyBI1+3w7nRhgRR1IENdrVxbfhwsW8NpsF0C8s/rawp01xrNtW2cIhlNwaVCXSzBNMcQgDYN1tUGiksMkzGEkOCCVP0iLrCan2HRbPBCswB3/RcuDK6KBleFxtS5v/3Xm2sMEvJmv7msQ3sdoLb6YSbBmMX1wwUyLnEsBmCIMDp+FMev+3boehN0EVS+7/bRoFpfhFGMVxqU+V5YfOp6E6RGabxDTm7CIcD9cfff1SgmXYeIc0RuUeVVEf31TXoOtBhoyisINXDjK4ZPl3cRRwLXeYxyPcPh+ARRb7TWfR/SrZ+NndPCVyTEUnPfe9/98t2XPt7BY2S8kQ1ATne62kDmE2dZm4XX31sweDpbxBiYUrv591dx7AxQPk949CaAreTsUcE+mfXb4kJREvSczYg5AQZ/U3d2hlbXKOcvhRX/8ux30RQzcBEjGR072khfbrNBPDiEtYa4xZxDpUMwxqBNjSwbBTlP5WwcI86DbnbEePBr9nrLVNXosI9MpAF97v2Tga4q8P+iiKMuZxBeFjTidNPzlo1bNxTuRFwoOQihME7HyJmCRYu61ZjrIgCrqvWsd8ypyvPSp6vNHGlPYWskBXjUIk80BoMCcVxDxQ2UaiC4xUPTCq8bDPHeyWOY8hTXkymeePjNpMo1OiCerVCEKq83qFdXaDZLbJYXaKzGx4s7qFqDmSlRWo2lqTDmMaxjr8s4QzyipOONTPxN1C/66LgmJE/rPKhVMtnCSQCdf3O9ITMbq+ugAugXjkCXwOn9VRDm0dXKLUZU6Cz4ubJHcnOhSBFPpVAygeASucyQxwMIIREnwyAnGjEOpVLUVmNfZDBo8fxFAiU13vanvgXrxsA4+drXHWd4bJIgFgz7qcBRLnGUS1wbKoxiga//088AAC6XMZ5IxmT7yeXW3JmkQjuZ0ohxJMMjyGSE/OAxpJPrSPeuEyffAQGT4RFUvt+b8yYhgYeOhq0RTHu4RGvID0DEI2cqQ4tYAmn23bxYJ9naEA0NAFImsDYk7MNFjNY0MLrYulfcew8RauA+L4VQeaed7hKwbsj/3LsGhva6c6Tzuv266kZMtL9+XEazcC7zng9C4kB6VPU3Tqp4F199savEP0/0jQl88mp7q/XWAtJR0ABs/c1rF3taFvkNqzBH19UKxiWpprgKDktMKDI/Ycrpj3ciDnW9Cl9cz5OVKelOm6ZGnJK+NHNCIolDpOtqA+loR1woEofIaTYrVNaB8py4StsyZ0DSzfP96t5HnB8GVyTTrEMi94j9/nM96t02FVQ6hKoLHCV7QHkVUN8AUDclMpCCm0yJG78+e5Za/8aAMQYRcYx4DIMWurWoBhZXlYGxHv3OsDeh4+ppZABwIz/C8enTkNkQyfiox5sXQZKT5sgcq80c2hrIiKFqDaY8xdyUyJlEYRucxkPInn43E3Sj7VfgXtmPO1EWUp2TECKBrpahOvTXDlHL6nB+jK6o0nQ66i0A6yhkPmn3da+Zmyd38/YKIqF5snELP4C42E2xgi1XWFcrxCIGizjSfAKVj92iK+103KMIF3qD5zZrHE9avHR3gF/7qV+GiGgu/tmrMti5ChbhTFto2+KpfaKXxTzCf/rpX8J3/IW34+GxxXPVAqdygMPxacBk+AUwl3lns1otwsiBUPgK1WrhFrfCqR52xy5iqgNUOrBoNwIiFgj6o42evzZAi+Rk+FDoeNSbSzCusLr6LKr1DIt6hQlPwBBBMQEZp2R8o0tI14HyvO9+9M1O2pY6aBYdr9/Pp63zgt9y7wvc8xpMxIHN4P0OmCBPe/juoJRbn90XmknyY+ziqzN2lfjniSjiIel68Iqulj1jCuYStXICCiOQ1d8IkTMAaR1VCBGHULnjaZYYHDwNxjjq9V00xTwkdBEPtpKBX+H7qjY4l8VEhaG2agqVDiCUl4UcIpt0oC0uY6LtOHU2aiNniAcHTps7gTfa8LQmb6gB1+L1wBku860K01cAfkbu/7alLe9uOjwmgxUhFBhj2FNkNtK0BsumQBK7xKdStEajtRqDkyfdMauRJUMMZYo0kmhaiwFXeCQZ4CSVOB1aXJvUGKQ1JkmL100kXhsfYMgTPDY4wclDrwOTCjKfQA0PYRuvgV6hXp2TNeviHOXiAkrGOGuW4IiwsQ3mbg7uFxBNa5E472aAAGr15iocEzoeKvzz149vrzJ3bMIxvie87jkXBNhqyrlr9Xbnv6MtVWG+64+11RVkMqTK3M3EueoSPUCtdB4xsIghH0wh0wEYExCObmV1hVuXL+BSF7Bo8UiW46W7NEt9x/c+E3TRrw0Vrg0VjgYKnEWYZpLAbpa6FXupxB9937dgvaFFwevTfZzIEYngTB8GEwni/Agqm5JzntNfkMkekuE1yHQPKjuEyqbI9x8FVxlUPu341U7YxeoiqNiFsY+7Hq0TC/KYDyFzdHK+EozLYOrjxV1k3AEdta6xtjUudYG5KXGUHzgRpjF0tYA1DZryitDnbi7dv4cAHdPFb68/fx7U6F3X+q9p3SydCxU6C+H76xO4u+/472hfvyLcN3Zt9K/q2FXiX0Bs+fr2xBoA9JZBvZmlaRBFblYmvLBDHoAuXiwlYoKEUESMeLDvwDp7vRa9Cl9+o8sgqxkPDrC5eB48zhAzjuLyVjDT8K02XRVBqhLoWtK6LpDuXXP7YiBDkskCwpyrHJx1dqkPugkEhSqPInf7FPSaXXQOSTOnljVEOiRrTuWAYba1iDkZoNTFEjlIZY45+c/WGmTTU9TFErGIMRYpHgE5cs2jClAAQNvxSM4hogjfOLiB68kU0/EJRsePQqRDAte55JYfPg5db1BevYTatfBtU2O1vsLV5goLU8GghYwY1rbG0tQY8hhxJDDiCQb5HqR7TzU4QJzvQ2X7nSSvE+kxTQEZjzuWA1yr1piuGt+aYztddatRXL2E/PBx8owv5wGj4Vvnfi4aZGudvK13tBLJCM3mKtz4dV0AxRLFmixrs3hICTxOSWkuHYTWbTI6xjAeoCjOcN6UeLEokaYSs9kQv/avfxGVtvjV5+ZIJc3CtW1RGYurQmMvFTjOJaapxO1Vjf/wk/8O7/q//3HkgqNuLea6k7Ttj168D7avSv3julm4a4wSl9U1ZDIODl/e0EM3a+oGtY5j70YWvhvSOHEi3yEj9zwFnnS0sKZ014KtIZM9bC5+FdoLEkVRwENMbrwOTTlHPDgOCm7+egcQRFu46P20PilvG5x4Nbg++NX71ZumcN7zGvV6Fr7HfqRwb0ehL7vqZ+wqeXnb4F185ccuif8+I04Pt35vqnkAdfkwbibuwSq+RQjQgqCpFg6AM+hoLY6a1H9ul8AL16KnG1i5uAOZ76FZX0HrOuhOk9IYnVIRdwuPvvBHnA5h6g1EMiLObDwI225sCZnsdT7i6GaDoTrojQ46wJYMlYSnl4X9deAh+j/dePwc2V7dwjjbQ1lvSHCEcRoBcBFa8DIhLetyfgf59BRAR61jUYTUSiQRx75I0bQEQDsRg5DA8+kptc+5QDq5HmbXulw6Awn63dQFqvUM62oF01oYtFhZomDlTCGJBGamxKmghVFZruDPVL06RzI8csmbzFp8xdt3iAK6xY/HFDTFHWoNGz/71ijnd+haGx4QpdDN2snshNTuPJ8cAJpyQZoCjuZGjxE+QTj6Fl1Hjj0hFKbDfYieVjiTMbXRnYnO+ad+A5fFDJu2wZ6I8fGqxGaTgHODmEeoNPCmkxzGtphXBmdrem/Fya/9s1clPnVZ4M9/3TEeefc3YzgEYsYw5QmGPMH0xuuQjK7B23T6hXL3fVmTTkFPKjRijKprplAX5wFEGPQagqBSx5wIC6eIb8mRhgrZkhlIFHG0MI4VUYKzBNX6DMXFTcw3V1ibOoxWJtPrUMNDyGSM1lqnhUDyy/5e4LsjfU3y/ncoJHDToHHjFdOsA7JcV0RL1PWGOjMO1xIx7s6pcaJQAyjnGugxNH4buMx3CfxrIHZJ/BWGjMdhDqabFTazZ5FNHqM/WpqJegvD4GLmUOwiGQexGGrFs97sOdmmt/UUnDx9yLq2um0qNI0zNLF6m6oDqjBFOggAJ38z8DdQ3awh1IhEZXqz7H5sGZ30zFAoIdEssp/A/XOsm/mpbIKmXAbzFREXGB89AtvUSIuVO5Yk5qHyCer1DIPDx1ziF2SrWW2QTQzG5RpxvUHcbLAwJeKIQzGBtalxPZ5gnI4xyPcwvv50qFxktrfVjgaAZn2FiBMAbHHnc6jrAtoa3G6WqFodkvndZoVrcogkirC2DY64xGjvFNIJj+QHnfQmWoPWzTWD3WSv0gacVkAyQVMtgyWt18YGEPTsTb1xIigOjY5BAPv5mzrgE3qFvre8TIawbuEWMQFTXQWxkHx62on8OGQ981Ktunao5xh1q7HHE/zm6i44A5pGgDGLt373e/CP//FPBWCbn4kbC1wbd9fs6VDhuVkJzg0YaxEzDhZFuDYkLfO4J3oSENjJHi1auYQQo+Ad70VzmBv5pOOHoatlp2rnwisJemR2+A74sRZ61b+jeYUFt6uUm2rpEmOBYnmBQleoWw0JhpQpmKZ2fgZJaL/7EQnj3cKgbQ2EGKAq7qJvJ0vbWbhkXofFR38B7zsNQmXQ7vy0nPQWms0VVDZBPDjsKHXup7U1AeSaNZJBT71tF1+1sUvir2IIOUC+1zkreaRv23Y2i766ZiIBbw2i7BAyHoYvYV8f28/hjS5g6pWjEOnwPNIWp9+5uxnH+SSosfkERhrQHRWK3UM966uthY5CxKHrBWTPy7u19j5ZWQ9o85V43+GNtmuApriEV4vzimUBwFVtoAaTgLzlKgVXGdLJ9bDtXKXIpg/TtssYR3GG9cUtjOoNxPwWWMQQixhZMkScDNHUG4xOn0A6ve72bxiSHuMK5fKMHs/3UC/JWU3GGW5dvoDKNljYiubeTGBtG6iIY21rXJNDDHkM6YB4rdEhybJMhcRBN3aylQyzai8E5JTuvCd9tb4Dz102URHwDuXsDiTjjmLl8A9uBON9zQm8NgqYAauXQQkO6BDapt6gKZZoiiXi4X5HiXPngAsFkY7IICSheXW9mkFFAp8oL3ASp/jEeYkoavHf/49/j0VloG2LFxYV6aTXBkVtMYhJ3MXPw49yCSEjcE54BR5lOBA5NlWnK0/b0bWz+ygda+rAAqGKtAZPuo6XT8pkT0u0Txl3fw8WwBFH2zaIImcH6o1iTGf9aZs6AMz8++pyibJcY2lKUuwDEDNB+BOHXVH5/pagC2y3SOibjPRBiJ4S1h8bdPvc9BbCJpznQBe0BsoJ1dD75cFl0XfHrK0x2HsKu/jaiF0Sf5WDixSb+XNIhqfhMS8uwUW61V71lQJVF47rW5MWs+5RQhhTEPHYzc/oS+1lNRunxAbQlz6IvMQZGofy9n/ztpehmqv5fe1eH/aeEcG9CdzfMOriHDLZ26rAbdvNM70zmzU1RDJE5BDWSAiU1eakvGWbCiKlBB/kZp3KmfdQzqYPh4XL4PCh4IhmrcHeyeNhn/eP3oyI06XNHb2NZuE1ys0ZHTen1GWtQb2a4eryJTRW47xZI444NmgwMyVkxDHgCqa1uDIlTiXR+uLRfmhFE2iMBEK4SMAdaI1avJ30JuMqzEhb0M1WZQfU/QjzcrKn9V0TaqVWvcVdFebcdJ6qrf201gSDFSZi6HIB7Rzvsuk1UmLzXPRigXh4EN6HQI40T59dvIQrvYGIGP7b1RyL5QhtG+EN7303/v3//nOojMW+8xF/eByjMpS4OYuQ8Ai54og5wzf8mW8DYwyXG4bHD/Yw0yWePHyKrkP7YF9rf4ysrQE3yw4UR3/t6W7E01cT7I9+fFfLz8X9e/u5tD/eW3gFLiGiEXS9wOruswCAS0PX7CHPMIwHGBw/SsfMJWDdrKCSKYm8yG7hFlr91kCb1Xay70V/m60uQofMewaIZARdF1vnvCnhvh9r992m0cIugX/txS6JfxEiGz9y3xe1r+LkW+jMqtBWC2pKLuEj6tq+3s3I6jq4GfkKyhtH6GoTfLrpBqlJX9kls34yl04j2rdftauM+u3GoMZWb7Zm3oFm5356q1B6czKjUBnN4bwXuJ8BAlRp+5tRa8nnGQDkxAF2HF2KiTTMNmnuSGImg6MnYSYF6s0VTL1BPDog6o3TwI6H+1DDQ7RWB2lNxhWaYhbU6fxsmLy2KQkyxqFbi4WtsLENXqqX4FEEFXGkTGBlG4w4VbB7k2sOaZ/1nMfKwFLwyeZBOtr91roHtulyHtrxXi1NOrnR1iXlPvo8Ys5/vOdk5as2rjLUm6swgqhXVyQSNL3W6ee7RO1ZA6Zeh/cIixJG9DoZMcQC2Buv8fP/63+EbskbfN1E+O+3V9C2xcWmhWARKtO1tf/o9RFGMcdvffCX8cz734bXTBlmpsTT8QFx1Qd79wmQ9PEW/rrsOwN6DfGIsW7261vQPXQ30ITZsr9+/PfCf15TXkFlTnq1WoSZNBMJrC1RLm6iuLyJZTlHGknEkYBiAtZaqOEBvP6B1WWPtuYsSE3n1S3koPtOg0YsHpF+LzshfJ+alVuw107jfR2EXhjjaNZXiMcnpP8Q+bFYA6DBcP812MXXVuyS+Bcp+iCWKOKI08NAGevbDgpngtIP4+RYfTAuEXEVDCK4yhAP9wOqmkBxGeqmdspcMYxLALpYQQ4mKGdnSCZHQfGKKhB3I+fb/FLa8E6drW3JWtQ/5uf8ulpsmXC0rQm83nAcegmob/Tgq3MvWOJ1pL1utafLcJGQgxxjkEzB6gL1ZoZ0cg31ZoZkdByQztwlaasryPSovzdgIka1OqcEuL6CrgviUFcF6mKFuiFDlowJXJoCJzJH3RoUVmNlG0x5goEDWck4hconoWPgOxGMqTCP9Ba2/UVPOB6G9ATQckSRhcoPoKsFBKebvV/YUNIVtH+O0++Pn4gztEaTLaWTqDX1Bs36CjLfgy4W0DW150U6JOpYcIaj1rBPRvGAwJqU/Cdh4aDd/t+cC/zn/89vAgAef8+78KF/9XMQUYQb4xjrxqJy3PAxE85HnEG3LTLF8ebv+SYMBgwjIfGQHCLmElwqwhH06Fe+IvdgMP8d8mh8uu56bXd/mfYcAINm/z3fp/717b9/PoH76984YBpdK0k4T+f1EhoGOVM4jseYTk6Qjq9R5dsD3QE9EB3rFnF9ERjveOa/K8FIyPYWMLZ2lMUZms0VLcrWMxqvpEMgziDcOMSj80lLAOg7Ie7iayd2SfyLHP4LXhV3oZJpWK17utDLcTi3W2wlWlOHWXG9uYJ2lVi1OKfPYTw4PAFd5e3n8nIwIb/mgjyV/TxUtFTdBIS6Bwb5aqj3N12twBx32UtVmnoVEnWfrxxaf1U3i/aP+Urdu7g1xSXiwXE4XvXmHMnwNNCBALq56XoDmexheJQ7FPN2K7aY34LKumPg96Fc3Ola0zWBu4zrXGxmZ2jqDWxrsDBuFh4JLG2F86bExmMOVIQbcgwVCajBxKGEh0EP3ZoGulogGZx28qr3XAMAVYB9AFPEGKKWmAlWl4ABktExTE3dhnJ+B6PT1/a6FzroAwCEETD1Joh/eCR/s5pBpAPEo4MtFbf+uQEcYMqhn+lzN2jKJe4u7sCgxcdXSyyWIzz+nnfhg//i/4ef/99+Fsa2+I83l9hLBda1wbww4IyAbQ/vxRjFHLnk2NQGZRnj9Q8tkbIUcSQgndVpPn282w5XbPvRCWOqo3r1qJV+pky0ro2bd3cYDvS+Mx7p7dHuvnVvnamID58ITbMGF/uBNnn52f+E9fwMKZPgiLAwFZSIcfDk2yASArIyLrfBam47fRW+JRaFBziH3dN58NtjmgK6XITuCmMc8egAtqkIxOq6aVbXUDl9l5hIdm30r9HYJfEvQbStCTMzAFtffO2SYP8L7lfrQdhF5uF5AELlZZ3FqHb+y97oxOqaxGBYV/2FGXHczU59wiPg0IKEI7zghpvXezMIXc7DDYnkWbvWfVPMKbm7dj+AIKQik2FI4L7a9up3vkJKxw/Re7nKS2UHoS2t6wVkMkFTbkiQw6GIvbmI7wa0rUE2eSh0AdrWBAS/txjVzlfbVB7otYKMUzx7+xNIRQweRZBgGDpJWKk4VqbGgcjo94hhIFOydlU5tf5d10DIHNbtDxNJqMI83z/IiyZ7qDcXjomgthJPxBR0dZcoZ8JAZXuQyTBQyOg5AoDrsjhLWcAh7V2bfX3+IrLpKXlwO9qZR7t7epLvWDCH/peJk2ZVGRY3P4HGarzYLJALho//21/Fx+6usa4NYsEgWIQ3HGWonPXoOBH47HmJugFuL2u8NK/w9Q8N8d3/j+/EYFDjbM3wxqFrY1uN/OAGksG1cD35BW3w03ZVcVPOQremXNxBPDhwYxEFlR7QNSvz+8CW/rqFW6B6WhqxJDpQWF/zYctS1Na49an/jNurO9Atye4OeQwlE6R714OC4r2dhC28i9OE8H/310AQdum10vt0VNMUbpvj8F22PQBr0JG3mrpeuoZIxrsE/jUcO8W2L0HUZWclGFSg6lVoKwdDBHfTjyLeuRm5ebOnKhm3MueKZrIAWRP66ozJGCqfwNs6biVw1flE+20xdRFmgf1q3FNndL3A+uKzaIpZby5LFXe9voRpCHBTb2YBRUvvUYVZbl+typoaTXHZLQi8/jxTpC9vbRDniBgj6l1ELmsRYwQ8UqMuecajgECOnPa2369+8rK6Iheoxv8kTMHZnc/gaHCE54oLmLbFlSnBoggDpjDlKQxaNK1B3RpUrcEon5Kymcq2krOf00Y9cxgu0jD37bdVZTIh1T+XyMP2M4Z4cEiLOpmitdrxxOOASOehqia0cuP08HW1QbW8QLW8QDLaDzN7q2voYhHODaHddZilez9zuiapjX/1wsehW4t9nuITZwKcRYRIb4FKW3z87gbPXpX4rdsbvDiv8Lt3SizXLU73BA5yiTed5DgdKHz03/47cG4guUVlDUzb4njvoXAcQtV8jzVmEA5y12i9ITxDvZlBpmQ9qutFMCQK17NLkP6xplpSV8k0qIuLrWufy7Qngew0/91seXP5OTDGcN6ssTY1LswGp8kU+XAfIniSj4L4zL0dIe8Rfi+QrY+JYL1xmXFiL7paUWdq493/hEPOV07QKQ4YkHhAoxCZTgOwbxdfm7GrxL8E4efhjCuAo6MftQYRugq1X417tKmnmXl7Uy5T+rLrGkwg8H37LVKftP0NwLdTCfjk3s8pfXVtWhuWdMHW0FpSjKo34JmbpXMVrDRFPAgAHF0ugiOY/+ym3iAZnYSOgl9UqPjQmcMQHYuprqohIA9VT61pgn50/yZvLYHIGAd0Q9xhbdawDiRIs28nerK5Qjm7E0BdxDUWKKsC8/ltWGtx5fyaeRThkOco2gYjRpXQ1yVHkBHDhSmQMoHF+hLHo7ffd46NLsPN9N4RiW5W96u2+ecwwGrHabYIiyLTFJDpBBETqDdX4abtF0s+uFAoZzQuqFezTmKVcZhqs3Vd+DGCzKmq952ajp/ubETzCfSZwe8UF+Dc4u6mwcWmwa1Zg+98rVNHa4FccfzunRIsAvI0wrwwuFhpLCqN02GMt33PMxgOgcdHEikTuJHsoa4LcuJz1Wnfc9u3072CmWlWYT5vrXGLlhldv05oBbgf7e1DxkPoZo3WWsT5YTgWhLeoQ/Xrr1e/qOQqRd2USJnAHb2GjDga2+Dg6bcjHd1w4LdO8lXXK4eAT11XZgBr67A/97XRgXCNw4nUVOs74DJFubgVgKe039Q583RJrghMKWJvqpIgHd544P7v4msjdkn8SxShlWa9L3Tt5s/8vjacf14Ls3WD4ioHagSFN5LZ9DKdZkudKyQx263quRJbPGKZjh1CuSfV2OOt+opbZXuhfWccujaKCC3uq7eICehyEbaF3JUytFajKSvE+T6aYo54eAIvahNFfCuB+/A3N1rkAK2FS3YueXvEsWtrttYS4G19iaZcBHBXQMTHGZrVDEwqFLMz6GoDlQ4xGh7gzuULdCyc2QkDVeEMEUTEkPMYtm0x5imqVmOUT0OXoynn8FK5jJENJmsNmNoGGAk52Drv3q0LIInesHBh5EhFRh2DgDzmqmM19MFOoatTbVCvScktlo6x4N/f8eOpczJDOr0WUOnWGjB0FV+1OgcTMc7PnsW5XqOyFpeXI3z6ssB+JhELho+fb7CoNGLOsGksBAeymGFVWOznAkcDhWsDhUy6cQy3uF00eOdwDzerGR59+M30eA+57/fNo7h9hc1EGhYY2o0URDKkzoGj7Wl0wDWvVOYNVXwb3V9jQXynNWiqhQOMSiindU8z6BLF7Ca00VjbBjebJZ6M95DK1HVJWBiR9L+z/jvsFyXWdApr/jvht9GzLgInnQFxfoxi8QJkOnHfARpPVesLJKNj1JsZVd7JECo/hKlXuxb6LgDskviXPPpobW+IAtyLuCVurEwmBJJxog6mWYOrHHq1cs5NHNolcs997idpAGiTYQDI+GoO6JC+VE03ge5kmlUnhuFa4TIdb72mXNwO83ffovUz+no9I8W1akNdApUFVHWgnrlWfeTauH0Ud5+Pvn1MbEDfVuu7UMkE2rmnUfvftyk7vfV+Cx0g5brYubcBJJ2ayhQ313fBoggxOKqWkMgpk5TQZYpEZZgXc0wFCaFEXJDQSjzY2v4tuU/XedDNaouXHDowjAMWvYSVoHVyt9aQSE7b+iTrrhlLoDe/cKJ9qsDc+ecxzZRtU4VujJ//e9e71pqwyGEihlsfod5cQTlVO5Jb1RgJibaNsK4NfuOTBU4OGb7liTHWtcHNZY1bswbaAPOlO/aMhF7GMcdhLvHchz+C7/l/fh1OkgQXZoM/Mni4O5+B/bCtYnZvW72/UPR4C/86Gp/UMJYSfxB/cddzkGl16HPpullE85IB+xESrWNhzJ77KCpT4bZeYcRjTHmGvel1qHy6hUj3Y6J+p8mHP89A12Hoh8eceCW5iFNrvDV1YGhY0TjKZYp4cAKrC8hkD9n4EexiFz52SfxLGIwRP1TrVUDI9m9afhXPZUozv17F5u1Nm6qEyg5hmhU4S7eec68SG90AaJ7aB7n5agRwrX2VhArc33CiiBLQg+hhMh1v31x78qU8zty44MF0lwAKYsxR0zp9dmrfrwNVyCtueeEZ/1gA3wVAUBG2x9RriHQYBHHIDc2rpXXe6U1VYL65gmQSVds9PuRx8CufphMkcY7h3imGxQpVuUScDlFc3nRuWvuhLQsAEdh9XYV7udD98+yj9fatrrXazYo7kZiI82Bh6Y9vX3rV0wwB1x7XdVDtCxaWTU1JX3ZUM1PTwtAv/s4+/hEc5Pv4dHWB35kXAAjA9ug1DiUiXG7oOhEswo2pwvm6QVW3OJ5yHOQS40RgFAu88bueQZaVSBKBx68LnIgBJJMYnj4Rqk1/Pfhjcu914gWPZDJCubhNlL4ezS5iCOyFzjClxwpwXQ46JiWidK87B16nvO1GW7peo1rdxuL8RSx1gSTiuNmskGcxRtefBu9poHsxGn8edbOCkIMttcLQTpdp4IcLlTswZuJMViZhwR7nh6HNbpo1VEIyyP1FyS6B7+Le2CXxL3H49qEP3+IDtluMsfP/9XaLkSGZRhFAXyOYek0UMo7gvdwP39aWjJNftgNM+bkrAHBXiTMuYeo1VHbobkImPB/Ynrn734UisRYeZzBONrW1hvyrPVLeGvDea61zcWOR3BbrAMJ8sOPbUrXiwUpNT67Ti3OYhrjQ5eJ2qMB94tZOK5y2Q8NUzohFKCznLyEWMSpdQUQcpW2QMwURceQyhmQCjHGMjx5xAESFlBNgcHDyZFgweZpc1EsmrV0HZ63Wmi346PairQxgOG+gYU0D9HS+fcWI1oChMziJuEBbd3rrXmoXABgTsFbTT10H4JpIB7DWIHI2r8D9C79ycYlnFy+hajVmG4H/+DO/iM9dFfidFyrkWYQbY+AzF3QcZytKmM8+b8F5hNmqwjufVKiMxX/4Nx/CNBH47v/XmxH39nl9/gIe+foP3Lew8S1qa2qUq9uuq5E6H/Fz151akqWtdwhjKV1PIg1jHnAyAfHHtTUN2shCJpMwu/ZCK1x29rCtJd37YvYStG5wrte4MAXGPIZgHNn+wwH4GQB01nYMBLdAp4tgu6vQtdLd4s1pIKh0H1aX4SeXOVrehJFA2xpI13bf6aDv4uVih07/QwgZj3s+5feLvVhToy5olu0rOf/P+wa31kLEIwLAcQWZTrc8rP1N0dO7PKoXgJtXu6rCo6p7SG+gU5bylURfSMIjhtteZdtag6ZYUltXKERcEPK5VymapgB3lqxt27lOtdYSiA3bICXSy7YEXHPKcb7V7i08m2KOzdULAbQFkDmI0R1nHQCaYgUmFWqH5vZgtrNqDo4ICZOYOd9wbQ0SlZFbVT7B4OhRZNNTqHyM/PhRMBEHpTbPa++r1vkqst5sI6L9uWU9cRK//6xXgctkgsglBeacqQjFTjNWJuItypG1GrraoClWMFWBpliiXs9hrSZ3tJ7am1eB6x8bgBZbjcM0sIjh0+UMD080/uOLC/yHz63h5Aawrg1OhgrDmCOJI9gWeNPrOBgDJgOGRWVwtm5wMlB47Xe9E7fmEtp1NpSMkR/ceGD13e9MJIOTcGyoes22wJnF/FbPza0TG/Kgy7YlS1yrS6d82ImiWEvWn94/PHRzTI26nEEXS2yqJeJI4Ak1xakc4NrhE44qKUPXyAPiWmvhzVMI51KEz+qzTgCESt1jQui7lfe+e91PD4hrW7NL4Lv4vLGrxP8QgzHVqTi5GzZANy7lWn/+hse4CvNTol5Rm9BLNz5Ida1tDdrKBCWwen1Bhg3OHlRlB1suUN7TGK1zjHILAA8k64u5qGxCHFbtZvJxFiRgjeOpV8tzB4pzGIDeDBmWhGjq4iJwdEOFJBLUm4sgKOM57LDEpba6QOue39GmqPJGtaGZdVOFWSUTCtn0NFTidbHEMB5AG42YCSxNBYYIMmIQEYNgHPtHj5GlKBdkjSpjZOkQ8fgE6fiUOhQuQYh4HJJOUy3DuQljAtMT8/DiI6YmF64etc+/hs63DApw/vWh09BbPNWrmTt3NawxWG1mSLNJ0FvnQoFZDS5jcJXCOBW3iHFUi/OAevadltvnz+KsWeEhNcCHPhnjj98Y4aq4RCoZ7i40PnteQvAIs6XFag1UdYvRMMLhHsNBLqFtS3Krd1bQWuB03OAhdQQRMUym15HuXQ/b/kDUti46DvW9oE4g6OC31gRzFKsNodXdPDly58WDx/qLBo/H8JaxgPPsbtZoiktsLm9CcIk9kcG2LSYqh4xTpOMbbr7ezcTp3DYAOh9woBOQuVfkxV+P3pq0L7fc33+vMaCSaXjuLnbxcrGrxP+Qw39JfQL3bbjV5afD7/5nMG+QObjMA4iKOMuy41z32rteCMU0BdKeGEpABbtKws/cSXlsBZVRZQ/3HAIJpaGV6RMBWTLGgbss0mHgMqt80kOv8/uqPwBQTsDFtyd9QpPJXqigqEVeE+XIo5Kdq1u5uB0SdpgJN54TTc5tTJL3dsQ54nyCxfIcjHGsmw2a1kJFZJG5JzLwiCHmMepihWRyDJVPAuVHpMNQgQd9dJmDcYm6OEfjrDGbakm833qDcnUbplkHxyprmuBkJuJh2F9fZXeGKY1D9/dmvPeMNFqjwZ1v/Hp5gcoBv4rNDGW5hq42WM/PYJsaxnGNvXZ9XzTEu50xESMWMaYixWfKOaTS+JXn5iibFh9/rsEgZTgeSWjTotGAbduwLWXd4s6yxovzCi/MK5wOFBizyESEpakwFTlJufZAefde3/3QTrsA6ABtnt8ecCL969y13x9oh2saZxRiSf2wNeGa0w1JukYe4V4VmJULrA3J8E7HJxg//PrQrfL/fKXMZR6EZBhT4f+ttVv0sj52IfyLOiVDj2YXipgnOx/wXXyhsavEvwxiC4Xtbi4qmaAurpDkx8FIIYhYlFedMYirYsPNCR2Nhd6Qqup4cEIzNicZqbL9jqrlKmBvxiHiTlWt78kcRRzVmhTFmmIeWrvU9tbgKoMul06TW6C1HPFgP7T3KbGWoXXs0eX3otC9Epvfl8hXP63XbqdERNvQXcJe2IZa+fR/b47ChvtoiiWYVMjSEe7Ob6GwNTgi8IhDRBy11UilwmR0CJUOoPLJlnVqxIQDCyb3bbfVdTDCiHwrF1SVVS5BqfTAVdY0p+1baXpfa4AWdkEX21WTbVuiWt0NLe/ueJEZDmMcV6tzLJsCE5VDcAlsAKUS6LqA5CTLa+oCwkny+kVP30DFWosXmwVM28IahspYlBVV22dXBufMomlarFYttAGKssWNU4ZBSpW4YBHGMUemOKKoxWEc41QOsDa0sBocPLG1/fei9ulE0rFtShopJaNjlIs74Xoz9QZG11Qdc4koonME1tmS+ms/ijhaWNdJWjvE+5oobaCFsK4XiCKO9fmzmF28BN1a6NZiIjLIOCPrT69X4JMx3Lw7MmGhuaXVwFhwLjS62JJ67V+vW7/fc03tYhdfSOyS+JdZ+GQtE6L79NWefDXu/1YXV6GNF3EJWI6IgexB41PXHldQuXPzimRIMn7GbV0L3TRr4l27+bdvR/rP9qGyKXRFQi+tNbCo3YyYOOpMxKHi8lKhvtrw6mT94CIJFSzgZ911QGXfJ6npbpimKTpbVl13qnTOc9knKA9u845vrCpgrUGuclw2a5S2wZinVIlLQlDXdYHJaJ/sUUcE3muKJQbHT3X8bbfA8aholR+gKa7A1SDMZavlmVvM6AAgYyKFjIfEf2+3F0j+Zl9vzkncxwKtXQduskzHaMolTL3eOiRNtUHdOGW/iGFWrxEzgdRtmxdKKasCMnVa70KB6RrxcB+t1dAl0fHOqxk4IgBAVSkc5Qov3t2g0YDRQJK0sC2w3lASHw4iLNctAIta13h4L8Y4ERBRhMP9BQCFW80KJ3IEo2vE+bYxTT/6qP3WSifva9Csl+EYemlYjw3xSdojugk30gOgOdVBOsg8iPJ4jrg/f+XqFs4+/mtYlnOsbYW1rXEUMeQHD0EmQ5qjO4qaP1/0lsQ/b1sDFnXgtn4bvD826Kv39R+X8TYodRe7+ELjVWun/72/9/fwvd/7vXjqqacwHo8RxzEeeeQRfP/3fz8+9rGPvezrfvzHfxxvf/vbMRgMMJ1O8d73vhe/9mu/9nk/69d+7dfw3ve+F9PpFIPBAG9/+9vxz//5P3+1duXLIsrVrfD/e5WtGFek6BWPqPLw/GpQUk6GD7mEnFOrnSkHhBtCyPw+QJUXTgEoyTAuCVzlULT+htUUl4iYCgncA3hURrKv1hoHQoqRjAhd79vvuKeq180ajKktnXafwAGEBYyfA+tqFf4fDDEcMjvduw41OAhzeX+jLy5vIhkfIxkfk4+2UDC6QpwM8dzqNmqrkTMFCwvbttDWQHCBNJuQS9nwkHj0ukJ+9FiwgfUJvOMvX9EowCVw05DwjLWk3V2tzlGtzlGvL6HLOe1nf97bM8WhY5YHCpNQXeLwxwUA+Uu7hQtjHNo0qE2D0jaoWo3KaszqNZblHBfLM5Tr2baWvvvnwYBcZdjcfQG2bbG2DSprEUUtfvesgDFA0wBcAMYALAJGowg3rjEM8gj7E4ZxzvH4fgLBIjy9n+EN3/2NqBqOmDEcixwTNUQ2PQ2sCzp/2y30B83I6fG4txjqgTe9vr/KCCfixhNUdXuv73UH5HNtdGtr6GaNppy5BWODYn4Lm80Ca11iZkqkTGLfXVP59PEtOdf7aITOjdCPwghhf4t+Z3xrhOX3kzooxX1qhLvYxe83XrUk/rf+1t/Cz/3cz2E6neKZZ57Bd33XdyFJEvz4j/843vrWt+Lnfu7n7nvND/3QD+H7v//78du//dt497vfjbe//e340Ic+hHe+85346Z/+6Qd+zk//9E/jne98J37+538eb3rTm/Ad3/Ed+NSnPoX3v//9+KEf+qFXa3f+UIMoZkchUXotZr/i9xWb57j20c4q23fAtxwyHkEmexDxsHMOk7nTKK+ptWvrrYTiBUcA35qsQ8XjK/pAXUvG4DIN/5LhkfsMJz/pqlauBvcB7/xCws+H+xU4Vdl1aNl7E4y+KIdvXyajEzIJ2VwF8JNMh1DZHobXXgOZjELlVq9nNB/WFaauUlJMQEQcMROwrcXhyZPIJkeheqfPpipaZZPQ2qeZp3TGHQPUm7suQXuUcoV6dY712WdRXN7E5vx51JsrNMUM9eY8gKt89O03uUyD7jrQCcJ4OlnERKDwRYyjrgtYa9G05MS2NBXWtkJha9jW0oy/LrYQ+6Z2n+f4/a01mF+8iKrV4BHDf3s+w3Mf/gj2BwK37lh87gWLpqFkvli2qCr6GStgtrS4c2UwLzWOcokXFxWqSuF03CBjEiqixYbV9csi0vvRVw0M3wlHafQsh9DZcTgQP4uOnOCOT+bh+DZFsDQN/uIRdYyMLrG6/SksyzmuNOEkEiZRNyUGh4+5hetwiyrmE6/3RTBNB0gDgGRw2o0K7lFktKaGjMcQchC+u7vYxR80XrV2+s/8zM/gbW97G5Ik2Xr8H//jf4y//Jf/Mn7gB34Azz//PLhDhP7yL/8yfvRHfxT7+/v49V//dTz1FEkI/vqv/zre9a534QMf+ADe9a53YW+vE2i4urrCBz7wARhj8FM/9VP43u/9XgDAnTt38I3f+I340R/9UfzJP/kn8S3f8i2v1m79oUVf4ckn8H4lrmt3Q+qt5H3C8625urgiVTgHoPEOUVwkgCDjB9OsQTrklGSFnITnCJmjFcmW4AQYfQ5zHN2IK0ROwKaf0MPNtucP7t/XC23oZh3Q8dbd/PqVtteJ9/vWlPNAyWtBLmx+v/KDx0ASqHSzFfEgqMq1VqMVMWxTg0mFTeGpVBHOmhUmPEGuEmhroOsC2eENiHSIeHgE0xSUvB0QqTU1Wsfn9trvTXEZFlUEtrsDXSzQFEtnMEOKcdWS/My5ysidjTFYB2Lrt2r9efX73TYN6bK3Bqu7BHj0VXhrDeJkiMX6EgwRYsaxtjXWtkYcCSx1gco0sK2BUimsMeAiBo9Tops5DnmzvsLF6hy2bfHZcob9icZHPjfDC+caeRaBC2C+bDGdRHjkIY6yajHMInAWwdgO4LauDf7U+78dea6xrAnxLyOGQpehigYo+b0ceItxCRMWdzXKxW2IZITi6iVk+490drg9sxlr68DVrouLoGNvnNEQadGPHc2RvMLRktLf6vwzKC5vYa1LvNQsMWQKOVPYm14PYjH15hIqm4JjOyH3xXw8MO3eCKMSua0HsYtdvBrxqlXi3/AN33BfAgeAv/SX/hKefPJJ3Lx5E5/85CfD43/37/5dAMAP//APhwQOAO94xzvwF//iX8R8PseP/diPbb3XP/2n/xTz+Rzf8z3fExI4ABwfH+Nv/+2/DYDa+l8N4SsL0xSoN+f3/V2oQah429ZApXuwpoZKplQpM4XEtS77wLKAho7o/95NizEVbnzcKaL58Ak9tI290pXKXRI2xFMXKWQ6pWo14hDxmERKXNtcOE6sn7X7BN6vwOnz08BPF/EgiJUEOdgewM3z3RmnNr/KpkhGJxDJGDIZO2oeVdIR57BNjdol1ZSRMUfj3u94cg0yHYALBZGMOutUADIZQyTjYETjE3hra2r1OwaAF9UhrvYMzWaJYnYGxgR0sUSzvkK9maEp54FH3qeY9YNQzoR38B2LdNJRtIRKIeIMKh3AtF3V2bQ0HjBti6WpYNGi0BVW6ytwSSOFrqqsA6uARREuTIGMC8zXCqOY46XbFi/esvjsZys0TYuqbnE1p88qqhbnc4uqaTFJBcaJwI1xgv/2bz4Czg0eH3Fck0NYtHjo6ElkBw+H8/d7oa8JHEgVbzq5Di4U8sPHHU1uQ2MaXW5xqj1wMoA9nQkJAQRJi5xLEoaxukC9uQxiQc+9+Nu43SyQMYmYcYwUXQfJ6BpaWyMZnISO1MvNu/3167+vpukqdiEH940PdrGLVyO+JBQzX30rZwxRliV+6Zd+CQDwvve9777n+8f+7b/9t1uPf/CDH3zZ1/j2/Yc//GGUZfnqbfwfYhhdgEsCsjGuAr0KwFYi89WpSqaoy8ttNzQ5uAc125u/OZ5tUJuKeJiN+7/3QVwqPehV7HlHqXHbRjNyGRSzTLMKvt/CzS09SMtHU1yGmTcAZ1U6D9vagdi6JN8PxiVUfgCZ7oHLAS0s3Od7Xq+39fTvyRgL0qpDnoBF9DUQQjmglwlUMiZSJKNrW2IsAFCvz4PLlsqnIRnoeoNmfQVdrFAuLlEsLxAxgcZ5vjfFElZXKBd3aP9dN6R/g9f1Ck15FUxy/PGGS+p9JDQTCroucDi5hlTEuNQFZMRwbgrUrYZpW8x1AdEz4miNCRamjPGgLa+tgW4NFrrBapnjhXmFYR4hTSM88rDC8SHDaBDh8VOJowlHrQFjqAqfFRrzUuMdf/rb8dY//U5wbhEzhrmpcCSHUOkA6eTafVrp/mfbmm3LXoe3oOOxQXH1UsAkxMOjTujItaf9c73HAF1LDRhXqDcz97d0+9hxhWp9gXJO52JhKmxsAwEOJWPsPf6WsNBtWwMZj0ncx21nfwzlF9UAoLKDsADst953FfguvhjxRU/iP/7jP45PfvKTePrpp/H4448DAD7xiU+gqiocHh7ioYceuu81b33rWwEAH/3oR7ce97/7v/dDKYU3vvGNKMtyq+L/So57v/Qdt7tT3PKrfX+jeLkKpy8q4X2TvWEHVxlEPAxJFuh8zOkF9FoPogucdMacscQQMh5S1e3+xrhEnB85y8Y8gOR8WNOESmpLBlamUPm0s1ztcWdFPAhJWeWHhNLv8XOlAzZ58F6QvWyN889WxJu2FoWrbHVLhie1aSDiDDIdItt/OAjT+GrQdy78tovE3dA3lw6wtkRTLlEvzylRWw3GObiIwwLCOGOS1mpETKBc3EJrazTVcuvYeC0Ar7XtLVllPIRMx0hGx5DZHiJOIjvJcB+MccQixg01QRpJJBGHIXIVLFqsnX2paSrUxSoskKy7ltZnnwOLGBa2xn9+ieFjP/thXBUaTdNimEdYrIDLWQshIlysNG5eGFgLHE85rk8U3nSS448+NMJ//+CH3DGPMBQKJ2KApjUknOOvP9de7tPLAEJo+8RuTYPaW8SKGOnedQiVoVqdE1aidy3f+/0Iqmiu+5QMj7ZGPHRenVUo4zj/7H9DYWqMeIwjQd2oQb4X2BWk3d95g8t4vI0jabvvov/5oLb6LnbxxYhXPYn/nb/zd/D+978ff/bP/lm88Y1vxPd///fj2rVr+Jf/8l+CuQTx/PPPA8ADEzgA5HmOyWSCq6srLJdUMSwWC8xms8/7Ov+4f/+v9OjfqHS1oJuQ7hIeuZulWxUM8GAzCYBQ1F1VkGwDgqJ+kmdQ2TQojjXljNrjMifhl97NOFDWIg6VHTkamW/fKwjlpFxdEvRo983lZzugkQNtVeuLML8HusrJHwNfoXM5CPNQ733OREKdBaeZHboInNqo9XoG4+hltjWYqiFs20JFArq1GMadXSjgwXtpWCj4fQ3/eu1/fz6azVWXFC9voSqWKDYzaF1j5URXdLHs/LuDpztR/Jpq7sYKa9TFRXBAE/Got79k8dpsvCyvgkgHiJ2vfC5iKCYw5RkaL3cacYiIEYpd12C8V5U7pbvV3RfwQnWF/zS/QBJrZJJjUxGg7WreYpADr3mcXrfpre9mK4tSW9xZ0yIkFgyMWzx50GBjNDQMDtI9pNNrmFx7WzjfwUP8ZRDqjEt3DXo0PqHovQRrf5Hpnf4iRgtNEQ/D57TWya3qOnSZ/PijtQbLO5/GndnNAGi7rVfIuUJZriCcKQyNnLb9Dvx1oN3M3Xsc+J9h23aKa7v4IserzhP/hV/4hdAqB4AbN27gJ37iJ/C2t70tPLZa0c07y7KXfZ88zzGbzbBarTAcDsNrPt/r8jzfev/PF294wxse+PhnPvMZPProEw/82x9GeHU0lREyPLifMQ7OyMxEJdMHyjzeGyo7CBQpMEDX6/sqVl0tIZNJqC6YSCAdgrZxf/OCLd5xjDbI8abd3+5dH9IM2RmX6BIynYRq0M/AlQOveSR9ULJy2yfTsZt7FmE2DSDwfoFuwWJRh2RLYjQG5fICWjeoTIPC1Mh5DNNaSnwiCRxq76/db5+T3WmNiCk0hWunWoN6c4WIkTWpf6xa0KxbCAXtErZSKSJO3uCkX65DNeilbZtyFqrwiEuq+Gx3XqlrQtd4MjoJCHgmY8SjfRzjadx66ROYOCU1qsItWMQgnSiOcCh/L0ELkBLdrYvn8FvlGUaS47ObGP/11hJlDbzljRzWEhL9am5xNGXgLEKt6TMe3ouxnwoc5gqcRXjz93wT4ljj1irCM5NDDFkM0XPAu/e4epEXz8Dom4v48UG1uguuclSruxDJyM2l84AZ8SMluhaohR2AmAmCP7upCXzpvyut1WGUsLI1CtvAtBYHaojB+Ci8Z1POwusABDCldy7zEUYdYifasosvXbzqlfiHP/xhtG2Lq6sr/Mqv/Ape85rX4F3vehf+5t/8m+E5rbvJRFH0su/T9iQdH/T7F/Kar5bwNz6f0Pz//d/6rb17w+hiq1IP1XzEIRRZHfqqJop4SNL3tSYZI5ESxgIv17fJI9daDwmo/9p7KvzOQWpbjlK4eWM8OHELAt7jZHczTGvqYKJC26V6NpTccerLjjdvaph6A10scXX5ErQh2hVz1x6PGHKXGHkQZFGhfe6PDXPVvafcVasLNCUB1Uy9Rms1TEWf49vUZUmLScY4GYwUDimta/I6LxcB5+A7FE05w+ri/nFQv+NBhjdj6HLhZvx0rGQ2xOHhI0hFghFPMHRe2DlTiLkEi2g7AIDHKbgkqdxmPcNSFxgwiU9dAqtVhkcnCbIkwic/YzFbtIgYsD9huJhb3Do3qBsSfZmXGhcFjQtGMcd//5lfBecWb9pXuDQFWMQw2b+ObP/hcB6r4u7WfgFweILO+paU7egaT0YnDtWfw+oK1fqiO7c9bfS6vAzzcd5b2Hmsh2+peyYBEzHK2Rkh+FvjXMsS2NZicuN14TpT2f592+e7CV66td8h2yXwXXwp44um2DaZTPBN3/RN+Nmf/Vm84x3vwN/4G38D73nPe/D1X//1GA6pTbVer1/29ZsNtc8GA1rp+tf4v41Go9/zNZ8vXk6A5g1veAPMy+fEL3n0V/r+/326CoAtYI+/gfiZo7/ZbIF/epanQvWsQAHAItiDGl2iLi6QDE4AAG1E3GZffRuzDspZVpdoI9JY3/LKtj3bRqeoBZChBUfnaMYczc2PDfrhW6IRU5DeS1wQOjxi6NS7mJfGZJS4qwXWF59DtTzH6u4LEFzhanNJQLbWQDBOIi9GY3rwMIyrpsvFHSSja/BGM17z3LfQm2IGqytoR1UzFSm6RVx0tp/up7UGzOm6x/lkC1jlAW4q2wOXNVrpOPKmRrW+i9Y0iLiEkIOg5KfSfWq3AxgevwZNMcfqzqcwOHkS5fwORDp045eN44+bsD1JPoFpaniv92J2RtcB47jVLPGx1QzrTYoXfvnf4XcvNmAR8OhDDFIC2gAv3rY42o+gZIRx6hKnafHYXoJcMogowhPveQanxwYZj/GomuB6dgBrDUmluvFDv3PkK3B/bW5p+/euA8I0EL4gzgl9TpiBQfg+xOlhD2BZw7YGQuZhIWa9QQqj15aLO7g8fx4GLW43K+RM4iE5Qq5yDI6fCgtUbye7JQ3bC/oeEeebxTve9y6+tPFFB7ZJKfF93/d9aNs2oM0ffvhhAMCLL774wNes12vMZjNMJpOQvEejEcbj8ed9nX/cv/9Xa9wr4+gV3LwVYv85Qg6CcMi9YCCjt0FxADqJSlDrOxmchMrco859iHhE9DFn+ei3Z7v6djriDvTmzSdMvQ6oeE9tAyi5+5u9p20BcCA3kjklb+hN6Agwb9MZQH82WEM26yts7r6Aui5Q1hukIgGLIti2BYsYxukYicog4hStMYi4QDq55t7Lblf6Dhi1uXg+yL02xTLIvrZGk6CMq8TrusSmXELrOnh9e2cxcoCrg72mP38Aga5aZ41pdQntjF90vd6q9jzIb3j62mA4I1SK4ekTUOkQcTJEPtzHaO8UmUPdx4MxmFRujmtQrGf4L5/7D/hMdYWpklCqwSPv/mbkkj5nXbS4nLUYDyO8+QmFG1OF1x1nEIw6GXupwH+5ucRlqfHa73onhqMVbBshYwLGdcay6Sny/UfD2KQvJdy36+yrotXlLByvcnEbpNhm4LXyPeXOX+P96DoWMizEGJcQ8YiuX9eGX589CyUTyIhhwhM8He/jJNvHtcf/B0gHXPQa+A/CmfTBpDvRll38YcWXhGJ2cEDz3Lt3qY32mte8BnEc4+7duw9MyL/5m78JAHjTm9609fib3/zmrb/3o2ka/PZv/zbiOMZrXvOaV3X7v1zC6OI+1ycPThNqsFXRvNzr/BzRO2b58AlEJntbN0jfIm/KGbYcmHpVkq/chcq3XJuiiFPi6c2rvaSrN2ARahSoblHEYep1ALT5qrVfnUkHWlLZ9L62pU8CVpewusT64nMgjfkV6qZEYxusmw0q0yB3jl3WGgzHh6hWc8hsCDU4gEzGjgefuf3KoB3orFzchkiHWwyBZj1Ds5oFwBqpvVFrfjTYR5wOkU6OgvUlAOePrahj4Gb2ntMc6HAO0V+tbrsEzhzgLoFMJiSr6xD7zeYKTMTgcQYRZ0gmRxidPo50cgQmFWQ6RDLch4gzcBmjKVbgkqRyY6eoptsWdS3BmMUL8xLjlGOQR5iMI9QNsKwMztcNLje0qLk2Ip301x5kGMUCv/q//xJay5ApAxlxpExgMjrC5vIWxidvIR69LrbOlW9Re6AZHb9et6cpIJwuf3H1UmAp0KiDRkXeicwfM6DTRvDUwC1WRcQhkzEGJ09hMD7CVA3x+uQIUznA0fETGD/8JlqgOnoZQItiDzSs1l0HYwdc28UfdnxJkvhHPvIRAMATTxBgLE1TfOu3fisA4Cd/8ifve75/7E/8iT+x9fh3fdd3vexrPvjBD6IsSzzzzDMPFJ35Sg/fHt8Sl+gl9FDFmfq+1/p2bPjdAXa8/SGArUod6CGuXfJW2f4Dt6lrDZfdQoHxrdkmYyqgxpnnb4sk0Nm6z2QBuOXfh0RcxogHx+QzXlyE+XvfK9ovGLzVJ/G2NSlxrS6hTQNtDc6bFSQTiDklWdtaDE+fQDY5Chxxv7joU5VUduBm9ocAyAa0NRoRF4iH+1vbbI3BcnkXSiUoyzW4UOAyJivTexYAnm7mBVisrmnWXs5DohNqBF0vQlVYrm4H/rJHTucHjwVKlMz2oPJJ2LZkcgw5mEAOJsGK1LfcrbWoWo0BV7hdNMizCoxbTDOJF8410iSCFMDxHsfJUGEQu7m2sbi5qPC5qxIfvb3GVdHgm/7sMwCA6wOOpjXIeYzZ4gzj60+Hay2KyLjH7//29ewQ507Fzi/ivD+7TEle13dnGFdQyXRL7tSHX9CSb7jckmHV1dzZliqMrj+Na9dei9c/+jY88fjbMDx9Aun4dEsm+F5TE5XuhxHQLnbxhx2vShL/1V/9Vfyrf/WvoLXeerxpGvzDf/gP8RM/8RNI0xTf933fF/7mdc5/5Ed+BJ/61KfC47/+67+Of/JP/glGoxH+wl/4C1vv9wM/8AMYjUb4mZ/5Gfzrf/2vw+NnZ2f4a3/tr22971db+BtVv13e59kGr/He3O7eqr2f4PtUmHur3X413U/efYMHQggPupZitr91M/XvKeQA1tZbCwRPa6PndZcg3bgdKrnHvW1tHaRf48EJ8aaBoPwWMQ7drMCdrWRrLXS1IjqX1ah1ictyjsLUuOHUvBrbIEuG2N+/gc3dF5BMjpDsXcfg4HHoahFQ+6behGQacQWuUijH0WYyRms0rDWQgwlsU6MpVlDpAMMhJft8MEVTFWBChefyuGNXtJZGC96RTdcbyGS41eno0NTkyJUOO9U231YnsN15SORqeEiLh9h3EyhpiZhobXE+gYgzTPavo7AaKuL4Y3tu1hy1yCXH8R6HMS2uZi3uXBncXtI1cmMc48Y4wTgROB0qPLqXQNsW1jJEzOKllcFjaoK1qXBw+CiSvevBxIe2Jb/vmvTjGgKKOec2dwzqDSV9U20QD0jYxwPaHqSC5t+TcQUZj4Lvt1+QCcfzTvceweD4KZy+5Ttw/MZvwdHrvhmj629AMnwIfSliP6bx15pQg10Fvosvm3hVgG2f+cxn8IEPfAAHBwd429vehv39fZyfn+O3fuu3cOvWLSRJgn/2z/4Zbty4EV7z7ne/G3/1r/5V/IN/8A/wlre8Bd/2bd+Guq7xoQ99CNZa/It/8S8wnW4Ll0ynU/zYj/0Y/tyf+3N43/veh2/+5m/GwcEBPvzhD2M2m+EHf/AH8cwzz7wau/RlGf0k+SAjCQ8S8j7G9/69T+fZAp+1JiT0PqWpLkg+UqWO3vYyNy6PePfP8WIXvi3uVeM40kDN8TNFXS23LE8DLaxaURWejIlO5JJ9FHGa6XoAU68a0vXCicgU0PUG1hoUszMokSBmG9jW4k41x1TmsK2FtQbp5AhcpeSAxgjFnAxOwz5xlYX2PFzCFMkQwvGWo3SIplgSWGwwCcpsACBVhngwhnDuajIdBuBbqLqLJSLGEQ8PyIyj3tCc3JL3u6lrh8ouqbVrqRJPBieUDBmDbtYQjCMeHLgq29HJDh+H0RVMtYFIqSXdWoNUxihnd5BNT8FkjMdeOkBccnxo8TlsSokoarGoNNaVRZpE2BsxKEE66YlguLmsUWmLZWVw69zg8VOJaSrwf/3Uh/De/+kdeHqscKY3eGJ4RBawrgL32IVwrm133XnwpdchsKZBU5IugMr2UG+uwGMystHVAnF+BN2sgk/Ag653ADCmCIscr+bm1fwAEvMJIyg/1umpCj7IuWyHPt/Fl1O8Kkn8m7/5m/HX//pfx0c+8hF89KMfxfn5OZRSePTRR/G+970PP/iDP4gnn3zyvtf9/b//9/GWt7wF/+gf/SN86EMfgpQSzzzzDH74h38Y3/iN3/jAz/ozf+bP4Fd+5VfwIz/yI/iN3/gN1HWN173udfgrf+Wv4AMf+MCrsTtf1nGvytWD/vZyv/cf94nc//SGKv2ZukoPthYNXlTD33D7YixAl+TvFaPpq8v10b2mWYe5c2vc4qEtHcKcb2nDc5Ft3Vg7Pjrc64mi1TpevS4XaNYzbDYLzIsrpCJBZSqMQDKr+6NjxOkQrTGo1zMMTp5CMjolzrmrwv1++tlqX1UtHtDCxuoqtMiNrpFMjlCvZ5C948BVCqFSqsatgUhGqJeED7ENvZ6St4I3SEmc+YpwSYp45FdhQVVtzoJTlkomqIsLyHTscACCkqeIwUWMbP9hZ9saQ5cLcJUhP3osJHXbWqxtjQOZIEs2uLMYIJMckgOLVYu6AR47EogFwzgRSHiEdWMRC4aDXKLSFpeFxnv//J/EeMzwmWWFPzag8xpxjmR0SufM1oCF0+m/f0HoXfO8t32QXS1J8Kl1KHeVH25d3y9n5xk5Wplvy5tqHaxdfes+33uSaHbOF0Amk63r018LflH3e2m+72IXX+p4VZL4Y489tsUD//3E+9//frz//e//fb3mG77hGx5obfq1HH1XqH7y9o/fW33fO0fsq0z1w9/AfAILlRPrqam5hNeUV1vqVkINCCHu2tMejRzc1BxoyOu2e860v/lSVckIxFRvSBo2Ije0vpa50UUQn2Eixer8MzDVBq0xYIyBRQzrZgPBOHKZgTGGui4Rp0NEnJOBiK+sexQ5vy1BfMRVj1FELmrx4IDU4DZXaNZXhDpvKog4Q2OIty3SoVNV88YpJLvK4yx4eTfFEhKU0H0l7atUqwswzzSIR072c7hlx4qI09y8WSMdX9sCiXnjj3A+s73wOsY4iquXoK2BQYuYcTSaYTDY4NaywnztRGNsi4u1xn4uMC81Lm2LdWNwuTS4MXW0RRbhN/7Nz+PP/89/BA/lAgwMPGIOiDbaukaYUh3FzC/0WoPWjVN8xdwX+tHlEkwoNOUSqTsfrTVoI9NRCx9Ar/SgOR++re8Ng8I4yC2O/PWo6+0EHkV8l8B38WUZXxJg2y6++PFyN5gHPe5n2/25er+S6RuNdO3OZOtvfb1z/3qZ0DzWy1ACcNaoo+CRDfhWapdYfEucAHDb1a8HxXlUMVXl2ypz3Q2bXMWYiMFkjHJ5ASEUJJNIRQzJBBhjEFyCuZkrEwpqsAeZDMFESu/hFhP9YxPmo57iFUB3A8SDA8TjE6ecRskgHu2Hylrme2AihkzI59wD28r5WZhZ62oDXW1Cyzgcp37nol6HVnO/CyFUr3sgU9QbQsr7NrKIB0FCVKgM8WAfMhlCphMYXcO0FitbY2M1lssMm02C02GM6ZBhMmTYHzMMEoajgcI4EcgVR61b3JgqnK8bLCuDo1xiLxW4c5Uj4wIrd35lOkQ2fqQnMDQKxy7o4kedrC0di4WbSasgyuIXN+nkWnBC64Ry6m13O389OCEWfw5VdhC0z/3zHsS48PoJfdOhnXnJLr5cY5fEv0aiX3n7//crlz5nvC+N2bcH9aIWPlkA20mtX4Hfe9Pzib3eXIT5rnVgNc8dB2hGyWVKohwueVrThArfK7LRdpddtWU7K05Tb1AtzoOoySBzXHAuYa1Flo6QZhPUzi60Wpxjc/E82p7udpB8ZRxNteyOo+8Q9HjwlMj3wzGIh/vgcYZ4dODm4HFobxtdkbiLypCMj2CqDarFBer1LHwG61WWvqXsgXXl8ia8Dap36wJIUU6oDCIeIRkeQabjgHXwx02mk06NTlJ7v15cIBUxxizGS+UGw+EGn/3Ffw9jW1wuLT73ksELty2KmtDoNxcVztY1hjHHonJJk0X4xN0NKm0RK9JMt2gxyqdgMg7XnB/B+G6M3y8fYZGmclqMuWug3lzBNp24DusxKUgqeBE0EkLb3l1zHnzp5Yv7v/vP9B2B/vXst1Gowa4C38WXdeyS+NdAeD7tg8A/HmXun3ff33qV0oPCV0F1cRUe8xWQf72nwLWtoZa4E33xFfaWd7kcOIU2qrzRS5aA52CTzjh3lbqfpXpqmUyGiDjpn0uVwVoDJRMMsglGAzdykArZ5AjcSW/G45PQ3vddCr/vcX4YZFd9hciEChxtnyST0QlsU4HJOCwgPEWKO+MO2auImYzdPwXGBKwmg5SmJJMUv0AxDflfozUQydgdZNOh89358cfTa+Sr7BCRo1r5roN3h/MULCYVeMQwtxVO4gTz+QCPvvtb8fHzDQZphIMpwyCPMIg5akMe5TFnuLvSuFoZ3LxrsSwMboxjbBoLzi14FGHCEizWlzTWcHxwnxj7vHB/XRhdBNMaU9NM3P9NJiMYXdOx4grl/CUS89EldLV0okDrsBj1Eqn+mo4Yh4zHW9e/kIOtCt7TLn2HyV+7OxrZLr7c44smu7qLL5/wbfN7ken9pL1l5PAAacn+c/tVEOMK4AjJGugWBh4t76sw06xDxcxVtiXHyrh09DByD2M9io9QnTyr56CLeIimnBHgrKf/3lf1khklTBmnMJrkRo2u0VQbcKFQrebgUmF4+gSS4VHQLw/qb21n2OEpUEEWtiv8qTtgiUY2OH4K1eo8bAPxwLvOBdxaqLUcIhmFuXi1nkHEaWi/+/1kUiECLWZaU0PEjkcfdYuaiJN7F3fjAJgGMp0GHALth4JpVuSPPr4euhz1aoZVU5CDV1XCGGrlv+4gw/m6wWxukWfA3YXGOKfPPBooxIJhUWkABoxFuCw0jnKFy8sRDq43uGvWeK14CMnkmHbbAcx8tezFU2ib6Tqqi4tupLLlr07ni6sM1tRIxtfBmIJuSBcAbv8Yl2hNAxGPyNnOL2D6o6J75Yhth3uIIueCFg1edtG6i118ucUuiX+NRD+h9qOPUPfxoBvYg9DE9z7PJ/R7Z5MR44BBSLgAocl9EvccaOYEOcgtzKGbHd2nKa9cpennlOSHXm/OSEaz7mxNASAe7hO1Ks5grYZ0ILZ6NYPKx7BNjdZq7D36NqST665KnjzwmAVBG9MEUwz/OT6J+HYtQJQor/UdMAUyDYk4VHuMgzsPcy5jlIuLoPTmq9Sgic/6ZiGkGW+atQO0rbbGJX7xQzK3DK3lDgBG4DpdLYKd6/ziRUgmMGAKGecYj5f41X/56/jV5+b47IsGjAF1AxxPu6bdzUWF2rR49iWNg2mEsmqxrg0qbTEcrnHeWLw2cZxz0aM8sq7Lo5sVIfKZAphrfTtRm6a4DEh+D8KT+R5kMnK2ogU0CKfBOKCrArZaQcSDjhLmjsG94kj9LlMfDOd/xunhfdf5Lnbx5Ry7dvrXSGxpp0fblqV/ENBOH9nr4945uner6stpekEX3azRlDPidtsa2lXp3h3NmoZoRkwRHzjZ27oBWzcPN00ReOWmKaDLJcrFbVhdEzLcuXUBRGOT6RC2qTG/eBGj0yfAVQaunG84Y+Tq1nScd8Dd/GUOmUwgZB405JviKgiBcJkG/+uI8WC1GjEOkYw7B7pe+50xHjTPmw3xy+Vggmp53u2n6UxR/PG1tg7tdF9RhnPAGIQaBTtTX3GHhRJTiPMjMC6xuP3bOLjxOgBAEnGIKEJdS7z5T3wbboxjHEwjZCmwN4qgRIRMMhzlCrniGMUcT94QsBao6halttBtC9tGOJAJ4khAyYS6DV4X3VXi3sJTxEMn4kNdmqDR7/AX1jh9eXecfGJnXG3p7bfWoFpf0Fhnfe5sSNMt4OW9C9WmmofH771+d7GLr6TYJfGvkfB2pC+ncvX7jXtR7X00uqcMSaeMFf45wJGuF86+081FQyu8DvNx/9M06yAW0webiXiIiCmSQ3WJMYCSetWsnwUDQDI5gtEViuUFjh57M7KDh5GMjiHTKc3mdYm+wYtfJAg5oNa9m9+TsYZCMjwFFwm1b503uDc2AQCVH4KrAdAayGQv7L+fv3KVQWV7YDJGdngDy/ldlLM77phUnfKY6Oay1jTBOKY1DZpytnUcu4VZElrOEZfgKoOMh0HyViYTVKtzrC9ukQiOXmNtDJKkxm/+H7+Im8saggOMRZivWlwuDWaFxsWmwc15jTvLBrUmO9IoAi5WGg+NYrSWwaAFQwQhFPauv3UrOfrRTl2cB8e5sGBzWAlr6qCpbpzRDBdxWCxxmbt2uXQLPw4uYlTLsy3RIr8Yuxdd3jdg8bFL4Lv4So1dEv8aiT7C9tWky/TpasC2WAyArQTjvct1tYKuqXL2/zwHuzOomMDrg/fdzHxHwVeYXOYQMkcyugaZjCEcjauc3SF9c6eMBgCzFz6Oplghmxy55B5DZdPQfqYqnBDfAWyFbflZEQ/BmArJ3qvEiXhAwDGVgquUWuYRh0omUOl+2BdfjYt4EF4jkhG4ULj++m9Aawy4UKQ4p+tQiXfHbBWkZT3XnkBdJYQa0f72Hb7UKFTgAIIdrDUNmoJQ9+fNCkMe46WVQVVLfP2ffoYU2dYtZgsLwYE3XstwfRzjeKDw8F6MccpRNi2sBUYDhusThU+eb8C5gWktLFoMpqdkIiLS+yiJMtlz4jzNlvQuY6SVL5NxAAXKZLil+R5ohkzB+7v78wkATXmFurgAl9taCN4Nrp+87/UM2MUuvtJil8R38QeOB83SPV1nC4XcGjTVktrpDqluapeYKqq4ihm52VldbtmhRoyMTfq0JGDbitLPzSNG6OumXEDlEzAZhwRurcZ8dhsydVU9F9DlArryKOaSEp0Tk6nWdwDQokTXq612dp9PrLIjAN3IwNSuFR8PQnIit7ERRDwkMw8PxBLUglfZBCIlkFu1nqFez8L79Z3Ruv3dBnUF+87iIhxDa2tnXsPc5/HADqB9WkCmQ9y9eA57IsOL9QLXBxybdYpf+N9+AZvG4njKIXgEbYCPvrTBvNR4YV7hpXkFwSLkMQNjwGJF6m2vOchg2wg8YtgTNOuPIqdrL9Mt/YGwL4F/z7Y08wEgHpwgHhxCpmNwmbrErqgT4QCSHqEv0zFaa9CU8wBG7Bul9PUEAPyerItd7OIrJXbAtl38geNlZV29lahvjVZLRIyhXp9DVytUq7sEEHNtUG/76f26k+EpcaFbgwgcMiZAVkAQm5paxfXCVWM2cIXL5RlMTaIpm1ufRjI5hm0qrO6+gJNH34SIcbLGvPEGRIyjXJ6BCQVdrWimrUvIZEIKcC8zL6Vk0SVIH6YpqGJ0c3K/KAA6a8yq3lB13BoA0gH0iHqWTq9R1T8gYBzQOcL5EQV5kBOv3lPiQiJzwLyIqW3GgTPk6quSZeNHcHP2Mzg+ehyf/txv4CE1wv91toYQGqNYwNgWi43FdEK+4f/DjRw3FxUUj5BJgVmhcfvC4rHT7VtIljS4IfdQ2AY8zrZm9gGhb6kq7ncHaI5NFLmAqrcW1rItKh3tH0PEFCLGwj5bXYIrp81frdz5KxExFrpDdXFF4w/HpNiZmOziqyF2SXwXrzj6OuzelKIuzkMrPGIMti7RFDNoJ29azcmXG8koCKYQt/ngPgAe0M0vPf/cz9Gr1S3oeoVycQf18hzaUbZWZ8+hqTZgzuZz//G3QOZ7aK1GfvQYrK6QTq5T5V7MIeKBq9wKh45XYUbbp7v5Wb2Ihz1w3SoArgAEExpra0SWAUhCJe2NO/z2RxFH6z7bt4M911zXG7TlAkJlMCBjFBHTjN1XrUYbcFBFG7S+GbtPvMdH//eIcVxdvoQ44nixXoCxFm0b4TCT2FQWs3mLsm5xtM9wc0GLisf3EpSmRSwYgBq1bpFKBsEixJzhIDf46OYcX5ddQ7p3jc6dNdBmdd+iz3dTIqYANxdvigvEgxOwyMn0Gnkf5ZH2gQRvZEzjAg2ASwI4epng1tbgYhRep9K9cE3tEvguvlpil8R38Yqjj3JnXKGp5lQht90svN4QsK64uhmEUELL3RrU6wsko9NOna0HmPM3cW9hSsmrRFNeoVqeoSmX0MUCRtcoZ2eo1jNoXaOs1thLB0jTUwAIc1MuFNK9NwIAhMzdXLtGvb6ETAlJrjeXIfHS/JpAekLmAeDmqW5RxNFUc1hdQSRkhiLTaag0O4oaobBlsgfj5tLWEE2szQx0vUEyOSYL1aaCqdeIB4dorSaxExEHsBtXA5qDe/15a9Fai6acdY9FFhEzaLXdstVkUCiWL6JaXsC2FkXb4Lwp0egIv/XBX8bvXmzw+EECoIQ2EdabFncXGo8exLgoNCptsW4MjocK69ogVxxHucTj73kXplOBZ/b3cf3gUSSjY3Kp4xKi102h4z7oCb1sCGPQGiTOZtUb3Ni2vK/l7VvwMiZ6nQgub9Qi1/UK0oHe/HXW5/vfOwbaxS6+kmOXxHfxiuNB5ipRxFGubgNA4IpXq3MIlaJez6j6ToedVOngEEykNDPGNo/XzzJ1tYBu1tQ611R1bS6eh642eO7j/ycAYDTYh0qHEHFGuunpMHCMfWva39C5SIJOuW7WQYGtKedBsKW1GvXmCkycIRkeoVreRj59Am3rBGbcTJo5MBqwjSYPYDZGydMD5rwjXMQYgbt6ambl7AwiHcA64RquMnBn/qGyCSxqMFPTa1oDa4CIUceDsyTIxPJAQUtgNVXvXNA4olzchIgzFE0BBgYRRShrgTe8990AgP/5r/8L1A1gDHDtiOF1xxmMbZFLhnVj8dhegpvLGuNE4NqQ9nc4XOOxPYM4ElgszyFTAlNGXG6Zyfjz68Pvg18UcZU5xbaGqnQgjC18Ag8LJC/EozJoZ4Aj4BY10Tb6fJfAd/HVGLskvotXLe41nRAqQ1MtYXUBUxcwzuQDcNze5QWES64kDyq7VnlIjgnK1W1qEdfrYGdarS5QzW9jff4CdFVgkE2gdQ3rqufV/AwnT78d2f4jAQXuW63J6JrztmYk28pKtF7XW6SQCbXEy+UZiqubyPYfJhCcm9vXxTmaYk7a45sZGOOw1pAfORDm1p62BnRmG33+Mpcp2trAGKpE4wEh4L2dacSFe78KWleInDSriKmKZQCMm40Tn9o5ivVoclHEsZk9h2R4DW1L28K4xOrOp7C+uIXb1Ry/VZ6hshaTXOMX//kv4taywsfONrh1oTFbtJgtLT7WbnA4ELhjydnMe4vPSw1tW3z3//jdSBIFwRroluxNm+LSgerYloQu4BYdUYc09zr4tL+lQ/F3x4+uGQtTLZEMTsL15p3yyN40d4JCSQDx0WfxQDPbJfBdfLXFLonv4hXHvTdGxsikZDN7LlScuqYEvj5/EXE+QTI5cs/l27S0iANwHPHQir8LoQaoN5fEbT57Frap0RRLqMHEWY5yDMZHME2N1fwM11//jcgPH0drNZhQME2BplxCJjTLFmkeTFWsq4R9wrGmRlPMglc4FwoqmwSAGeDmvOUSzeaKugzLC8h0iAQIwiTAxFWhTs61dbaa1SqYm0QRcd5J7IRa5U2xhG1IrGZz/jwGJ08hYsY5rXkwmFN9Aw/qdQAlNlK3S0My7yuZtbZGXS9QXN5CsZlhbWsMmMSHbjaoqhQxj3C2bvDsSxpF2UIb4opr3SJXHJW2GCcCZ6sagkV47SFV6B/5yZ/Fn/mLf5y2DS1YxEK1retNWDD5hZ5P3F4HHxGHLucwTYF4eELdA9eK92MDa2vIZBJm/7CANrRgJHDgJJjpMDEMsqukt79L3rv46oxdEt/FqxKdoIsJhhQynaJe3yXhjZqSVDo5QlMsqYU+PoFwicnqomf3yVAXF2jKORhXqFYX0GKJanXutNWVmzsPw/+5iFGuZxBC4fS170A8Pgltel2vyFnNOWhxmTtxES8J6mxWdRlQ7kzEaO1VSJpcphDxONDGvLALbU8HSGvKJbiiZN9US8ie4UtrXCI1DcC7GXnkFj20rTQXL2d3aIGTDtFaDa4yGNdpSMenWy37jmLHwCIJPjjdOi/WKNeaZgAkhKL59NWaKGmXusQThxX+9f/yn/DiguhjADBfUhKfTloMMobPXVZgEXBVaDy6l2BVG3zi7gavPczwzP/tPUgzgYwbnIgBxu74W1ODRRwRWGiX15u7SIbXQgL3XuhhgWRqGG+QogtEnCh17o/h+vIyvlzmaMorxPlxABh67MAuge/iqz12SXwXrzj66OFguOH0zMlRagNdLKEdWpzUtS6Q7T8CAM4VjPyw6+ICaInva3UNXdJ8d3X3WcTDA7RWB1MNXSzRFEvEo33wagNzSQhqlU/AncuYNx/xCmAqm1KF6GesrhIHujY0CatsXPua2timKRDnx+41DMnwGurNOWRGHurxcN8tVjZorYZMhtDVvDs2ru3NuAyUKW/FGjn9eJpZx2jQ8cKbYgmZ74G76p7LFMX8FvIpHTv/nl74xB9Hv28ACb405SzQsZpyBgCQTEBEHCkTePZC4bV/4hvw//5ffg7r2uDkkGEwiMAiYJhFMBbgDEgVg3HmL9eGCo9OEiwqAyEMXntc4en0EI+kBxgeP+L81kdBWY22rQwJHBFHPDhBaxpINkS9uYBIxtDlPJw7v81Bdz/iEK6DQuess8htqnlHrZOkUrizEd3FV3vskvguXlEEJ6rWOFGUxj2+pgSpK+iSxFu4jEM1mh3cCBrixexFqHw/VPEAUC7uYPHC7wAABqdPYHj8lKvYa+h6g2ZzBR6TzWi9uMDV7c9i/9rTSCZHhEBXGbhMQ0UmFCUFL+/Zn896RzSA/MypVb6ALpYQrtpXGSUD5lDUUWQpSTmL0cZx3oOqmKsIWycT21qDanUn7DPNbKkiJp50J17DVRYWBfHoAKbeIBochHl4Nnlo61hxsU+gNjHaEqIJnuRShSq33pyH15nWYmYKiIghURplqfA//k/fjV/5yV/ABy+JTWBb4CCXmGYSCY/AXZU+jgXO1jVur2o8sZciTSuMpEBhGyyaDdmGijQsMLjsuiyttdD1wvHCc0SCcBAiHoXrhzl9er8oad0i6N6qekt4J5neJ/G6i118tcdOsW0Xr1owB06DF2XRNYxrOTeuEl+evwCRDlCvZ9hcPo+mICMKXa2C4cX6/FmUc1JMM7oCV7kzKRlDpmOk41PkB4+BiRjNeoa7L34Ch4+8ETxOXdLt3MMAqmrrzSV0tSK5Ti4h41HgUvsWu99mAPSZcQZvKeqTfh9o5cM6bW/vMS6TMZLRdchkLyRqoNOXb8o5ofcXN1Gt7gTktq5W4Krbbl1taAHg5GO3W+g8vJe5Z5vupWR5CVhSmDtAvTlHUywxb9aY8BRVa/DQqAXnFoxZnA4UbkwVpkMGwYFccYxjjlEiMI4FcsWxbgzecJTj6f0MT377t0JJA9O22BcZRjLD4VPfFCRREVznVBDJUek+hBp1iPXeNpPzWbO1L8LRx4J5jNfLj7b/0TVTuGNzhV3s4qs9dpX4Lv7A4ek6ul4FAFHf7ITkVzUa1/ZuihVknKFaXpAsKuPYXDwHJqlyXt3+NEQ6RDKmtnW2/zCJsoxPIeJxoEzpaoGmmFPr2hgkSU5WoukQXOWI830nvzonsxEG0kh3lSEB7zqqka7XW/tVb67QrK9onqoymHoD5N3smfaduO8qnwa6W3/hwJ3oCos6kRguvXnLYEuC1GoC0jFn8gEAPM5Qr2cE3ssnqDdXiF01zoQiMB9XgRvdWgtjSwiVh+4IQMmes+2KdHnnk1hc3QIDg4XFlCd4DmucTDe4fQncWtV4aj+Fti3O1g2enKaYpgKv/85vQxQROr1tI3zyFz4MziJI1SCWFjGTOBY5hMMAcEFudEwkQXVPJhPHDCC6l0fUA30L1b1AL/OuZgAgeKe01rcRvdfgxEcyuPYFXsm72MVXbuwq8V38geM+OU10dqM+SemShEtsU6MqlmiqDarVHKYqYL05SlPB1BtkBzeQjI+RjI6RTR+GTIaQyYgMMRxdyL93azVsU6FcXmB8+gSYjCHSUaBpAQj0I1/tewpbX8GM9iMJmu3eF5wEaGb0PomjKrm5NS0k5ogHhwRuaw24IuU3LlNwlXfPdz+5SDrglUh7M98xOaUlQ6cTv0GzvkJxeZPGEU3lnM00maKYGtXyLJijWF3A2tqpzDHoakGStNUC3pMcQBh3+MiH+0i5gm1bGLR4JMtRmwhKNXjn+74dnEV49qokMRfJ8Prv/DZ85hd/CUJocG7AmMXrvvNb8cR3fgNGww0Ub/H6dB9LU2Fv0iXPtjVB+c5fM16pzSfw1tqAR/A/W2e3Sv/fNizpR9985+Wes4tdfDXHrhLfxSsK3w71cqhwamo0Az5HvbpCvZ6hWF5ACIVbF8/h2uETMLrC5u4LkNkQ44ffBOE42NJ5b6vhwVa15VvGVhdBOAYAJs4Pm8cZ4gFJtopkDPSSlkzHQRilrwYHOPS27WxUy4WbW8sY8XAfpt7A1AVU1s2YiRY2RmvrLVCfTMdOPrXT7QYQFN4AIBmeoqmWUNkRVHZE6Oq9HEaXKOcvQSZDmHqDej2DqQvMbn0G2XAf9XqG0fXXQJcLqGwvVO79BZQ/H9bWnZmIBSzqMDbwow0AaKzGnshwU9Nxemos8F8LgDGLaSLw5pMBjG3xR/7Uu6Fig7f+2bcjjjmUarDZJBgMCmyKGIm0+LpJhgtT4FG1B8Z7rXFPfbMGEecoFi8FfIE/dk05Ax+cBACer8KJ+lcHKp0/Rz681K///y528bUYuyS+i1cc3uzD6BK6WcPUK1TrC6zPnkVTLNEaAxlnmM9uI+YxrmY3MXJ65oPDx6DyfYdQT4OKGs2Il9D1IqC5W2tdFbwKSmu2qRBxAeZAZUwQ39u7o/l/seasH4QAAHJcSURBVBwEnnLf2MRXeUFJjHFszp+HqQtI54RG7W83T++pgAEI7lz9OS3g2uledYx3Wt9MJEh6C4lg9lFcYHj0WjTVMgACi8ubmJw+gWazRL2eY332Och8gno9c/S6mHjvTr60tSSvytwM2mrioMMi9NyMA+6ZpsJBvo/l4iUcixx3mw1ixvHEfoXfLjQAoDI0H2fMIk0I+T/MaTElRxsYG+EN1zYQLMJCN3gynsKgRVM5G1Vehv3zi710dH2rQwAAyeCkk9Z1Ywgva7slncq3q+5ydXPXMt/F13zskvguXnH4albXCzTFFYr5LSxvfiJInNrG24EaDLIxBuMjyHSIdO86ktEpOZpFnHy3nQNa0AiXVKWSteSKkoOuoMslUa4c+ExlewH0hIgHOpZ/H3KzkkFgBaCERsmORGVIhS2GTIch+XOVOeW4NOxrV2UrtI4v7rnJbWMQO+1yRBwR84sDBSaYM1NRAbHu31Ol+wE0J9Mp0kmNej3D6s7nUBdLqJRa+p6q16xnME2FZHKMdO+6Q67Xbr9pZizjoatqST+diwSbq2cBAOnkCGW5AosYZMTwaDzGxzYXEIxa6m/97vfg+V/69zC2xenRAkPVgjPAWCATEQQDgBaVafFQnOLJmKprGTFkk6PA3/ea7m1EXQG/KPPKfBHfNjjxx7VZnyHOj1BvzsDFw7BtvSUKZHSxS+C72AV2SXwXrzCMLqCrBepyhnL+EnS9QXH1EmxTYzM7g9EVknyCiHHceO0fRzk7w+D4UcTjE+TTRxDnR0DEodK9reqMqFoMulygKeeQyTgkd6NrcJU5DjfpZnsJVJmMYRzQrlrdhdEV8v3HCUzF5ZYFpZ/XojWwBVXny5ufIKBdnAWjFqEGsLoAZB4sM4M+uROQARASvRdeof3wJigscJr7LmIAeZD7ebuMh9D1hkxXVIrJjdehnJ/BNBXq1QxqMIGpCnJnqwrUiwvoYolkcgyZ7SEe7MPqGjKdEthNL4hX7VzOdLVCPNxHObsDbRpMRIalqSAjjtemUyxthd9BgTwv8Jo/+ccwHhQYJS1GimGtLSoD7MWktc6jCBnnuKFG0K3BDTWBigROvu7bgrUrHWiDtmXYzJ5FMnzILchIrMXUm9BpIXOYCSLOIZO9sLDre4H3RyF99zxg11Lfxddm7JL4Ll5RVOszLM9+h8xNkhEWL34MzWYJXRdgnCMZnSIeHSDduwbj1MhUtgeZTiCTvVCV9QFKdXkeZtdMJJBJR0FryiWsrkICJ1eyGIwrZJOHnIWocejnqjNUcchyn3A9MrpYPI+IKdTrS5JolTF0sQRXKVQ+gcr2sJm9iHz/8VCF99XCEHFE3NGodAERj+D9rjtqlQRjyVYCN00R5tk+EUWMoSk3wYddDQ9RzW9DVxtwEQOx01+PU1iroQYTAOiBA9eoVoDKJqhWt4PKnG7WEMhdVU40utYYZOkI82KOCU9Q2AY2YtjnKb7jUYNPrZeIOSXuw1iishaniQISYKE1Xu9EbnjEICOOAZOQEcNApm4RMSYp1XpBidhapOOHO/46U+RUtqUvn3QAOJkT5sDaUK1H2DbF8bFL3rv4Wo5dEt/FKwrS6Y7RFEsCsM3OkE1PEbN9pNNrJI+a7SHOCTWuqxWS0Qm4zCGTyVbLG6DqWCZ7odUNeHlS0j4HOkvRZn2FeJw7ZPgsaISbpiDEt8oQDw5Jd9s0YMKJnLgKzrex/Ry63lyhNRrxcB8iHWJ99jlCyTNSn/M+3og4TL2GiEcwLhEBcst3nNzJXDveWvc8hbq4gkr3uv21Jnivew51a0i2lQsFme8hrghcxzmHyifkww6gWc8g8wlsU4WxQsS4q25jOmYFoeh1tYBKD8IxzA5vwOgap9MbaM6fxQ01waXe4KZe4iE1woArmNYiZRIMESxa1K2BijiSiKNuLXgUgSPCdUn0sbHMcbB3vTMccQY2ulnTsREJwBDm3D6h92fmrXbgQ86h3bFtTQNtLWTsFkwudo5ku9jFLonv4hWGNTXWdz8LxjhWd19ANj1FdnADKtuDtQZxvo94cLz1fDISybubvatEfZXsqzHdrEmCtXBe3SpDUy6Itw1ADQ+C4Ec8PArSoyIZA4BL/HMINSJ+spuH+xt/4LXbOlC7PK2MyRjDa69BvZkhGZJZS725JNlWpgAvaepn9oxRC90rwgFo0bhuQjfLlfEIunYqd96vXI1gbR3a9K0Tf+Eqw+rus8Qj3ywhsyEpoQEkAJMOiRs/Pg4diT4H3Sdza4iO1kRX9JxkCF1tsFlegDGOSTLCS5tzTESClAnUrUFpNTIusbENEiZQWo0JT7CxDerW4oYcgUWk3iYjhqFIEYsYXMbdxRF1xyjiEvXmEhFjZGLiTFGMLoOjnNFlkFn1lqTej9wfUx+7BL6LXVDskvguXlH4GXU8PMD4YaJ5cZVBJmNSPRMJuMyhqyXa1iAekEOVV3XzidtXxkCXXLlIUMxfQDF7CUzEqJbnJBITkOgxmYQIQra3jlqlyzmaYgaZUqXv59P3bre1NVG7FreDNGwyOYYuiNsuJ9fBVRrU0hgnNzSuqM3vK0jh0PR+xt6nxbF70NnAtllM+N3aIP3qnyfiAZLxMUp083MmVKi4Zb6HiIngbualZWU6pRk+AF2vguDLlsa9NTh45I24/Zn/ikpXOE2meG5zhpwrxBB4mikUtsGxIJCeBYm82LaFiLrjmTKFoUzBI4b9/RvIpqdk4hITjsBrpEcR6aBzkdCCRWVoTQPhQYCgZN9aC7COLx7nR4SoNw0gu2OzS+C72AXFLonv4hWFTKeYPvpHHP94hnTyEBlb5IeBduZVu3y72DphknvRxp7HDFAVSUCncQCx+SB70Thwy8P7eJ66sz4lh7Q0KH8B22YtulqS0IhKETFBFqC6Rjq9dp8Gufci5zx1IiQyiJXoekMVOqT7fRHGBWGbnYuZd93S1SIkeFNvtipN8tKm91bZHlmermdojekl7RjV6hzp+Fo4BhFXgdrmFeO4osQoVEa0LWvQlAuke9ewPnsW05PHUL/4cQgu8djgBNo47XNXZTetQcwEbNuiajVSRtspIo6TwSFYxMEYQ5qR6czg5Mlg2wp4pTqgLi6QDE4Dj50xhfYevr5vs/vfSYnOL2g6Xfhd7GIXXeyS+C5eUcT5IayjMmWTRwLS2CdWofKgUS7jIZZ3P4F8+gQBw0xHG+q30ls3S410ifXlp5wlZQ0RZ0F2FECgkUWuHasrqqbJrcwBr3zVf08CCJ7WzRq6XEIX9NpycQHTVJg88qbwOV75LViXsjTQphiX5GPtTD1kMnH71vQ+zDi6GetAWt6e1HHHm3JGSd1atLYIlahMx5COPmeclrrRZJWa7d0gIxU5CABBbzgCIADsvLsZEwlEPARXA6zu0nFtjcH+/g3cvPNpDJMxsmSIgR1DmwbWGhRNgVjEWNcbHHAJwSWstUhUBsYYhFDIx0eIOEc83A+2rNQR2AuLJ5Xub+mg+3Og63VYeIB1ybsf3WJpBRmP/yCX6S528VUbuyS+i1cUMh6j7d2U71VDiyIOIUnzum0Nsr1Ht9rb/dlmX15T1wsyysgmWG+uUC1cK13GiJgILWyAVMGosk3RFJeoVncRDw63Wumes+4/EyBkva5XsNZApJ1RiconwVaU547axKg6Fp7qxJjzsD5ykqdUBbfWEv/ZCZaECrs1QOtkW2GD+AuAMCf2aHYvMdvnp4tkRC3+ZASZjgnZ7o0/HPKejneC1tbkmQ6ghQ3/Dy39lvzd/SIlYhyPPPoWtMbgzq3fheASg3wPm80CQ65gW4NxOgaLOIRwlbhQyKenYExAVxvEw30MTp6i4+xQ+NY0EFIFBDoX6X3ofBlvn5N72+R9HfhwTHp667vYxdd67JL4Ll5RMKaCGph1rlVB/QzUDtXNCq21qDcXYCKFadaIByfUBo4efEPmTrrU6hqm2gQt84hxZAcPdzNiroKVJ3dt5WR00ktQKlS1/W02ugRXeZBmLed3oItlp4iW7wU9c+4WKYH7DRbQ6a2lhOxn/HAJ3mvI++NB9C5GM+CIozVNkJLtPMYZuEv6VpdoqiVkPEQyPKKKW2VQ+ZRMTxgjilbofEhEkZs/o+f+pbw++bYyXTI6gXHKavNbn0E6IfDew695B0nmLi5gfUvcGmhdgzGO4d4p8bjTIYrZGeJ8gvHDr++U8Qb75MrGeACkWdMEN7duu+iYehGXLTMT6Y1pVgR6C4uCjsWwi13sgmKXxHfxqkUU8VBR9dvjvlUq4hFWdz+J4dHrXZLzSPVOutToIvCGrS5RzF4innScbamcBYnVXuVvTY1yeRaQ7EIN3Ix8HapRv03eXKPezKDLBVqjw/vLdLhV6VtdgKtO6MUvAPx7tYb8xWm7GLSbcQcAmwO8eSlRL8caKuSeO5pPzNTByBExBZGMYXUBmYxDW57m3KP7QHv0XhJGk6NZFHHoZtWZjZgGMpmgKeeIxydEM/u6dyFiAsXlS4i4ABcKTCik01NSyHOKe57eRbN5joOn/yhaSzap2fRhiHhwH8PA6BIiHt5nPOOvlb6JjmcqhEWgczDzz5Xx+L5W+y528bUeOxezXbxq4elb/sbskzRAyYMAbjQzJSGPLoH3jTyiXrs0HhyguLyF1miqlF2CBeDkTmUwRWmKuUveGemve3Caq277/tLWNNDVIryXiDOofAKZDgPNzLezvSyskNs/AaDenKNtiettdAldb7rKvzWoN+fhM/sdAV9B+wQeBG9kHvzNab7NwEUCmeyFxwA4UF/39W2qJVHy3HkIXt7oZtCmWYdtlMkYXMQYHJIvO1cZ9h59K0anr+26HE65TqQDt80KXKUYP/ImDK+9Fq0ljfVkdOKodzyMHbjTqu9bv/Zd3eh4pNv7fq8bWV82N+K7BL6LXTwgdpX4Ll616FOnvOoYVaoNdLOGruYQ8QBNeQWVkfiLB4x57rSv2k3ThAVAPNqHqQuIlKhUTblExAQBzXQZzE68kIl0bXBq5a+hxD7K1W0HQDNhpt1ag3JxG/V65mhlNdRov6Nx+fZ45NXWerxmJx3qK0XfWt/iM/cqST8/t6YBd2AzL/Ci0v1QOQNd69svPvrqZYzLoEfutwdAmKMDcHxrAvb54xAxJ1LjRg/+bxHjGE4eQrm4HZL34PgpUnWzGtYaNJsrN8KgKt1op2uvcgwOHidhHSd8A6Cj3bkkHlD9wBeciH1V7q+JHaVsF7t4cOyS+C5etejctIzzuLbkKOYqRObsQCOuUG8uwry6qa8gk73QRrWOlgYQfcvPt21TubnrIbhKg1mKT0YAgt55tboA30vD+8X5YacK5ubRZBtKhif14gI8pudnBw+jKReIGA/CMT76uuhwVK7gwHWPIAmc9anRJVR64LYvcTP0DrXtH++0wMuQrAGiZ6lkEtTOwt9NB/KyrtOhRLJV8YdOiDUBpW5NDV2tHEBugNbWGBw8DQAoFi+Qlrs/nkwA2R50uQATQFNWGB49Hd5fpftoExM8wevNOYRDkPelbk1D7fAHibT4xzyIzSftXeW9i1383rFL4rt41aKfwHW1DDNkcgqjdur64nOIBweIBydobQ1rGfGm63WYG/tEqesVKY7p2lGWiB9tdAUmVGjXW12TZKo1UNmEuN7jU3A5CGph93mIO860qTdoiiXkgFrpxeVNxMMDxIMDqsgjjmp1B+n4obA//j1kPAxJVcj8PmDflmKZS2jWNIjaztfcq715/jiBwtjWQsYfQ+KrEwrf/y24pHkevGmAB6C3wwLJNK5y7ubX3G27NQ3iwTF9lqvWg0CNU60zTRG6J76bQhQ/+px01NM/7yXiiHHU5SVUMg0/fTyoyt4l8F3s4guLXRLfxasWrTXQ9YJavREH0KBa34FM99CaGuvL56CyPTTlksw5VOboWNRebl3yalsvipKCiwIqn5AQi6sqWY+m1JRLMMadCMoITbmEykiprSkuIR2oyguwUDuZkpQ3UQHI4hMA8qNHAQD15gr5/qPQ1RzJ8JqrDnlIzJHfaYatBN6P4Clua3CWOItUHuhnrV0Hj/Q+Pc+aBnVx7ixLnWFLc+WEa3jAE3gUOIBgvEL+5cRl92FNjWp9F6ZZBUnW1hpAUNubiQRcpGjKK9Sbi0DRMw3RAuvNDFzE4Ioc22S619G8/IKrWtL+cgmY7nqIeDfL9olbJdP7KGXeXa6f4HfSqrvYxe8duyS+i1ctqF1aAiAtcuJPk1lIU86JJqQryGRICbhaOtlNV/U5XrU1VN2Zch7a2iqfIOKCHMxsBmYNrKb2erW5IiGUves0D484IqaQDDu/aaE6ilOHJBeU/J0GeeQWA14ohnEFFidhARC5JEwv5qHNbWzZtbVdMjfNOrTbrWlIocz6qpuq97Y1aIpLNyI4cUYsVNIykaJa3t6qmK0uApULoOQs4oEDstkgYGN1GWbm3FH6ZDykGXpTbNuhOsCYf89kdD0g7z1HXaZTWhAlY7fgImlUD6BjPAeXOYTKqbsR+O+dml7fw93/vLca7yftXQLfxS6+sNgl8V28qpHkx1hdfSpUfeTcdQmApFSX589j/NAb6He5crxqAkAZvQzv42ep8eDAWY+SUptPNk25DPQm21QBwGXqDcRwAF3NAWzPqX2XQNeLsKioluckopIOEXEB1v9GuPY3c3Nmqp7rgCxX6T7QmuCSRmOERZB6BQhkxp2Tl9cJt7aG1eS0tjr7NFpDKG9v5tJXpDNN0UnRNsV9NDuP7O/rtkdc3ieIEhzhdMfD9jQ43/3w9qpRxLG5+lzwA9fOn91Ha2s0ZYF4cBq6DULR6KGFgVB5AM/5DkP/9QC2Eng/AuVsl8B3sYsvKHYUs1286jHYewqTk7dRG7taueSrYXWFZHKManUOXW8CwEpXc1SrO1s0Iuu01CPGieLlZEfJ2tOEZNasr9AUS6KrOVS5b/kKlYX2d5BydU5jtAjwutwZmmIJrjIkoxO0VkPlU7IfBYKJR1/S1IP2AHJb68Bt5COuq3mgeXnUtm6ofe47E+XyDNXiPKC9vdGKn/P7qttbsQK0ENLun6lJrIX8wbuk2VpLwEIna9o6cGG9PoeIPV2sm6v77fJzeKNLqGyKanXXicwMArrd76efhwPd4oOEcdIAcNT1OvzfR5+C6KMuL8Pf/P93sYtdfGGxq8R38UUL6+bOfpYNAOXsDuLRAZo1cba9hSZ5gl8GRzJfdUYRR7O5gm0qMBmTkEsSo3EtdCZjRA74Zq2BVBmaco5kuC3u0pqG9MrdvF6oDNXqnBYEQiGZHLukWEG4dr9Mp8Ee1FO4IsAlWBuAeF4BzjSrnkJbx4P3wRzy3DSFS77UYRicPAUAwebU6gLarALqPjzX0b18iMSNCFzyDNSzyKC1cGj2Gk21dJKuNWCcI5pf1EQcQo0IZGiaQEGjhdA4VO79tjh3nQfu1dR6WADycR+E/W+tgUW99fr+PLxtzVZV/nIV+i52sYsHxy6J7+KLFqs7n4IaHpIQi0s+pipQr656XGjhRERyyMRphrtK25oa9WYW3s/zt71PdmsNytkdooKNj2F1BS6PwJ2kZ0BsW0sJPFDLVuE9I8ZRr2dgdQGhUhhdQwABGMecF7pxbWaAqlfGJZpqSR0D0dNo79t9Okc10nDnMM0KTKS0Hw3hA9LpNcSDfchkHJIqADDnAd662b8/LuHYNBWsoMe5yrbU4dqWIQLCsbO6CFx6XW+QOac548xH4Kt30zgueTc3r9cXtL3wgixJwC2gJSaC75jAHTd/7HWz6PTjI444O7hv7u0Tuge77drou9jF7y92SXwXX5Q4+8yHwOMMrdWo5rdDNR5xDlPTjdtroct02IG1dBX8wgFSJtNCgasM5fwO4uF+eG2znoX2c7U8R7p33dGnOm63lzH1CdzbivqZOoAAnPMteYCSkEzGKBc3iU6VH4S2ONAlaw/+MvWaKvTWkDyqC8YVOYj1gG9oDWQ6Rrm4jWz6MGQ6BeMSQubQzRp9m1ZjC0RMOKCg7j6/NxePGI0tlKtsW0uCORFjYUxh6g28cUy9uYRMx86D3XaUOydHK5Nx6ISofN8tRAYhgSPi4Irm7hEjIRuZ7AXdc69Hr5u1m/HT4swj0PvHxifte2lnu9jFLr6w2CXxXbzqcfHC/4mIcWzOX0B+9Bi1wasN6sUFrNVoihW4UJCZa1FzgUjXqBbnyI8eh7UGzLXHW2ugi2VI9vV6BhFnYE47PWIcTMZIHTJdJmOXYGU3i3aANoCq0s3l82iKJUy1AQDIdBha837mbpoi+JKrbEISrfEI1eoOJV2mYFGHRYLK9sMsmhJXT2KVkcgNlzmgAW0WqNeXUNkeVEYtexEPA6gM6Dj3rTWoVnfJrKVcwjaVk0IdwuoKzfoKcb4PHqcBQQ4BwAJNcQWra6dwxwFrgsws4wqtqaHhAG6WZur15hKMqzA7j6Tjkns8ARAAdD5kQlapnDkJXbeYEGoUjGH6Eqo+ooijXN1EMri2S+C72MUfMHZJfBevWpw/95Gtijo/egzVkrTD68UFmFS4euEzGO6dorUG9WoGJh14Lc4g0yGazZUzNyGN9XJ+B0Kl0K56jxhHtTh383FCrMejg4BUBxAsPck0hOhitm2A1qApCJXOGMfy8hZEnDq9bwHe8yv3CHGvCe6R6io7DAlN8BxwrmRoabbOQFagRnciLKyfAEWCZHCKpphDpuNAQ/OzZcq1jVNSm8N7o1trIJIhrFAw1QYiHYGrHOnkOr0vJyyBR+M3RTc798c0HpBqXLU6D8hzAKjXdI64TCGTcZdso87mVDdrqGSyxWf3VbhXo/Pv0XUJGExdAlG5VXX7MLpAMriGXexiF3/w2CXxXbwq8dLHfgoRIx63r2atrlDO7iCZHMNaDVNUSPMJdF3AGgPmXLGsoKRhqk1obfsq2VfhANAaTe3uOIOpNmg2SySTo/B5ut4gBghFbesAJAOoAm+KOZpySdVpsUScT1AuL5Af3Ajo9IhxSnBOD91X0ZFDp9Pb00+PUO/LnNbFBWQygVAjRyUrtyrXNqKZ9ejk60gIJtiR0qKhKWeuCvfAME2IewAWBKqT+V5ojTflMiwGAhfbo8Ktweby+bAgoW02gQcfMY7WtcDb1qAp57Ro8b7npgZzpiteyMXWBH4T8SiA3PrhMQC6cjaiMXeCPtsAON2stlrru9jFLv5gsUviu3jF8eJv/X/DLBsgGlRrNUy1Qbm4RDyiSm1x/iIA8qdOs0mYPxtdwejKtbULND3LSuF0zeVgEmbprTXUQt+/hni4T9Q156RlmgLw3GlbdLKhblFRzW+jWl6gXFwAALLpKer1zAHMSA5WqCxIqQJAxLMt3fXWzY9lskfuXIxD12vIeIRkcBpa4UFIxQHOfLvcA9i8RWrfopMAcy6xC0XVt6OgMRFDDeKgUMdVCpmOHSbgNtLJDZh6HRKmtZ2iG8nV1uCCgHCkG995jUeMUws9Iv90xiVYPHSSqsxpo6dBlMVbxqqUwGreH9y70ongwc4B97d+Fb9L4LvYxasTuyS+i1ccPmGbakPobtW1TbPJEcrZHTTFCnEyxItnn8b+4ABGV1ivLjHZv05GHlIR39s4qc4evYpJRRQzB2JrrQnVukhGoQoX8SDonQfXrnLuhFAUrDW0gJhS8t9c3oRwam22qZwiGUPEFFTqErh7L4+cZvE4JD1v6gEAKu0SIkBodt/Wj3qIdaADxXnbUZ/0/ecBTo/c0naT5noN41DqTMSE6JedNnk6uUFStSoPzm66pnNirUG2/7BDudN26moFgQFEPICxRHkT8SC09hmXnYua2HYga8oZhMzD3J+Lzk62byvrn++BbuIByXwXu9jFK4tdEt/FKw6ra0qQjsttdB0cx+Znn6N5rlAoyzViLlE3Jay1yLKRqw4VTOV44ZzDNBUYEyGZM6GCsxYTiubhTQU1PAB3higyGYY2rgdlcZEgSnmglMlkGJL/+vyF4CGuiyXi8QkirqDS/S1Os+dM9xXHrKkh+OC+FjFZnHLYhnzOTUNmJk05C88hcFvpKvAuuRtdBnEYcjTr2uwtI0R9MjyCrog/7gVYvNodQNKynofOVUqAuDiDcMI4KtsL3PTWauLxmxpcDaDLeWiN+wTuldb6M/DWGshkQmMAy3v7lQZBGt998JzwPqhth0LfxS5e3dgl8V284uhMRFZgukMg26bGYHqKcnGB1foKy3IB27ZorEbucqI1BkAdWuutMZ2udy9pizjbaju3Dmkt4gHiwWGovFV+ENrYxGGWiNgoUMAiJsBkTFrsTgUu2buOON93Uqhrct8KVpz3W2J2tqfpfdxmn6ysadCUM0K4+6q43kAmQ8TDo6BzHknX7uYSdb2g/7vEbAGYegUuUyTj6zD1KszsSd0tuU+z3W+frWgmXq9naI1GdvBwGHnomvAGHHBAvhTy/9/emwdbdtX3vd+91tprD2e8U89Sa4LGCAuM3hMPgyUKGQsLqlTC4AyVV5LskDJOBcpUKqlKIFQcp8qFjbHjVKiUbShwJXYqCrGDHnYsiRiZkmcSiIklREugbvV4h3PPtKc1vD/WcM7pSbJ0u9VXWp+qW933nLPPtFv67d/0/WbLkM0EPFvxsq1uV5/xtrkwIOZ7YXEb2n5mF6zPE7Yhbqp9lpU31bbPxgOBwM4QgnjgJTNvyqGVhJZW37wYoakKnN48Bmq9KpVWIBGF0gp1XYDzDKCzIBlRCkIYpKhAkwyiGCPLOkaZzZbXWdoxRiWtFduPHiPOlucmvM16mRIl4rQPUTdWdpVba1MjsuKEYyhLwFuriNO+3Sc3Pd4FJbK5YD0ftC8kTqJUbdfaJMrRGYhyiGq0Yabsi6H/npAtoalGSFpr/lhm/cedshy17yMiBIgzxNmS/4yNcw6bk0PVqvbubvVkAMo4WGcFkRWFJ4yD2rU1QihoK/PKc3Hah5INGEu9eYmrQCyUwgmFlhJNuWXU3iDP00Y/79/I3GxCEHsOBHaOEMQDL4kzRx9GnC9BVFOQmENUU6jGTpsL08fN4gxnppsgUYQzzRjXJEsomgJ52kFdF8gTs7vse+GUIslWQOIEcdYB76z5FbI4NyXfOO14pbA4XVrcXY4ooqgBz1a8Pjhgss5muoV6PFu/ylevNdPdsPvcdmI8SnoXDdzn4h7ndM61bCCqIZpiG9ONZ9FMBqjHRtiGt/u2p86sXGrbS8LOy58ae8+hCeAsM+pqvGUGzLjpRTt/chpzb9AiqrEfhDMiMCbrNkOHHKKcacQTNgvSZm3O+IKfW0Y/7/M2hc/8m3KwqKMezeYH5o83bYLzddMDgcBLIwTxwItmePZ/m0EyO1mumgqopogo9dm4UhKbxQAsItiWBZZZhko1WM3MmlPW6hvhlpgbERfGQW1Qj7MOKM/ttHhl+7HGMlTWU9TTTaTdg7MAbve1AXjvcADW8nMb1fjsbF3NVg7itGu8ze2UOKUZoqTne7fOkMP1cV1G6fq/TlfcT6DLBqKZQDYFJmefRjk4jdH6cdR1iVqUWFm5BqqpQd1njdvmOZV57/V0w5iTiNIHWK2lGViTjc/UKUtnojaNkU910+hKVJD1xK/suV62y8Zd6dv5kbvM3gzG5f78Kln7oKu19MGZxhmI4tBsNoXvvpP5krr7rmYVkktn64FA4G9OKGwFXjTdte+fc8VKfOZMra65soF8OetjS0zRoxl4xBBHFIxy5J0VMJ55NTazMtUBS3KwJEecLyFOu2bViudIO3vmbEkTO61eezU2ANbkpPbBvCm3zI54aRTa6skA9WQAJWoz5Caq83adgVnmzdPl8wK4s+ZctOec8/kWJcrhaTTFCBsnvoPB6Cy2rfjKZLSBjRPfNrKx5chn3rBOY0257W1c3YWCeX7lAzexxiNx0vEBXYrSBG6rMieKkZeznbU6BCh3Ou6FF3ahLLWDdsS7rrnM2X+vNhCLeuwH4tyUflNu+TI7MNt5dxdATh89TKQHAjtPyMQDLwnCMvC8j6Ke+mycxBxUOZOLCoRQ9FiGjCVYr0e4vnsIadoCZRy83ferY7y9BMpzEJaA8dyvUblM1wTeFbMXPdlA7AbqmgmoTn0wjoixA3VDV+XwJKrtU2iKEarhhg9soi6Qs8SWpM8P5A5hh8u0mj1nNTkDwlLvnT17j6UZKButY3jyaWxNNzGyQexMPUSvzLDaWkEzHkB0hqinm9DqrFdQI9R4iMu6AEvaEJV5bRAKIQpE7sKhMSVwH8BFiWp81g/QiWrqp+9pkoPy3MvYupW8OOuBJdYJbW6nnfELfxeuHH7uxYx7DidN676Lcy9+AoHAzhOCeOBFU4yOWSvLNtLuXu+a5fy9jaFIgjzrApN1FKLC3qQHpSV41gFvmwDDeGbLywkIS3y/24mPAEBkd6lNz9fuS1PuxUgIja0bF/x+tlYK9dRkg/XEvDcSc5TDTaRJZv3HKZQoAG2z1sgMXs2XkQH4fjdgBtdc2VnJ2veBHW4vuipHKGSNQjWofCArkFVjr93elCPEacd7q0eEop4OjPFLtei2Rij3jmQ0zvzf47Q3Mx0ph6gnA5SDM2jvvQ5S1CCxEeFhVpFOiRp5/9DsgsA5p7HU7JhbYZdL4VbHgFmGzZKutx51JftzM/pAILCzhCAeeNFknWswGTxtp5trZL0MIu0AeM7ooBcjsCRHMTiDPa1VjMohGiVwcM/1SLor3jksXzkMrQR4y+xoR5TP9MQJMZPm1gc7zozDVjk8DcI4yuFzSDr7bBZZev9vQmM0xSZEPcXoxBPYPnkUQtTYGq+DRgT77BBeOTyFOOuhLgdwxXECDg2bbTZjUGb6x0qZoTXn+CVFiTjpmPc5Z3VaDk9jsn4Mp7dPYl1MMJAFJDQoIigkGDUFxttnEGcdRJShHq+Dt1chyiGUqP0wmteCh5kPqIbrqIYbaO+9zk/rF5snQBiHKMaQosLgzPeQpm1waxZDGEdkv2cHS9qI7OAasVWLiFCQiPs2gRGXKRZ2uucH1uYzcvenkjXqYsOU/ZXy/fYQxAOBy0cI4oGXRKt/AwA7+FRPQBhH2t2HphzOaaH30JESnc4aCKVg1mgkogyttRu837b5k3uDkYg40ZUG0CWUMOtT1Xgd1WgdrZXrkC9dN7MFJdzrmSsJTLeOQRQmME6LIZSSSFgCRmPUxQhJMYZqL6EptsESCUFj0Li1UP41zylnkqvWQ1vJxvePCeHQVpzFu49JiULVGKoKE2Um5OOIYihNFeE6OznuXMnq8TqKzRNmdasYmcn+xjw2IgzEiuAAgDj21ygmA+SdFZSTAYSooZTC1nQThayRjBjWOnvQEjXSzgoKJZH295p1s6RtWxTx7P3T2PS36WwqXUMu+H7P78QveKbPrxY65zIAjKeQokCSzdbnAoHAzhOCeGBHaC+9BqONJ0Ft7zpOu0bfO8kxXT8GGnMMt06hu7QPEaVo7bkOWf+gdd+aOXA5oRPYiWkfMJwGuQ0aSWfVKMXJxiuWAW6PmUM2Y/B8CbKeQjYVGI1xarIBBY0WS8FoDFGZ3vF86VfUQ38h4ZDNxGfehHA/iNaU22DpbD3NeYVXo3XUxRiFaqC0QhxRjFSFUgukEcM13EzkMzuFL+37qMcDNFWBYjrAtByDx4lRu6McQtbgcQohG/PeZYN68zlsF9tYb0bo0BQTWSEjHBlLMC3HYIx7ER3j0c4Whu+I7akDmE22N0bc5UK78OcqrWklIZrxwp46YNzLlKpDAA8ErgAhiAd2DLOmRL0RifP7zpYlKM+Q9ffg9DPfRGv1EAB40w3TO08XbDsJmZc+bRZexymPyaYAS2rAuYrZYTbATYsLqKZCMTgDxjgUNAgiCCVRN6W3N3UldSdhqlUNrWcXBsROhUtRmufXpjdvsvPa7Jaj9u5hlHFU5QgZMc8xUhWmSqBtf6eIUNezHjqJE0R2t7sqR/72STVGTGIQQpFnXdR1CWL7z9vFNlbaqyBRhNW4A6UVMsKhoMBojG57xcwjrF0DxjMbxGfVDmeN6ocC51TX3DoZi9sLvf75wD5f/VBuQ8B//xxpa+/f/B9QIBD4GxOCeGDHkKI0w016ZhCilQTtHzQDW5MB9l5/C7Llg+D50qx8HpuMe37NCbADZCwD47nZv45mO89KVGjKEXi+7MVRAHgXL9PDNrKjNE5wevMYMsoRE4Y86UBpiTizKmTK7JED8PvWTknN2Ghys0PNUpSjk+YYW3Fo1DZ4ThERo3Km6hrSBuQzzRgT1aBSEklEcaYpcDjpotH2IsL2vp38K4m5L5F328uIeW5mBbKOFdIp/FpXmrZB4wRZ3veBnxCKtGXc4ZLuird1TdqriLP+eefLqcIBsJ+TIJLUe3/Pi924YH7uZLprMwi7q26eM0yjBwJXihDEAztG0lrzw12EpUY5jVA0xTYIS0AZR7FxAtlyBcoz70ntd59tAHfOYYyaTJDYYTWWtDHZeMaIygBI2quoxmeRdvcBsMfbCW7AWKKagC4xagooKHRYhjRtIe/vQWwdzJyPuJJGLpXGLVBGvXUo4CxCR37VzEmbpp09AExAdHvd7v11aIKpFqi1RKMVDvE2chIjIQxKK19Od65sbs+6xTjqYjzzEo85KEtAWQKlhHGEaznlN4lOtt8/jxsYjFtLSNqrdsfeDLJpWYPy1szbHApKFNCqNrMASvlpe5CZwAuA8wbZCOUQ9UxMx80jaC2Rtg9fvn9kgUBggRDEAztGkq2hnJxemBAHAJbMMrO0P0W+fK0P1tQGe/fYeetPFrfBeBtNtY046aCpRki7+1DYvq4rEQM24FRjEGuL6Zy6ZFVAigr72muomwopz0GZlXNt9b0HurMwFdUYTbkNnq/NeYo3fo1NAcan3GbEzjXNBbZydGbWd9YajQ3gU9VgJGvENoCmc8poTlXNGb2Iaoq0u+yd3Jzvt/usLvgDQD0eIM47YFkHlHHErSXEaQdx1veKcEoUiJOO2W0nfKHt4CobspmYc2DnEFxv3K3VSVH4zLuptv1Fl7I679XkNCJC0d936879gwoEAs9LCOKBHSVt7UVVnDVmIso6mvG2t8Ist0+jng7A876XSnUGHG7ISisJFs9K3cYlS/kp6nlpUP8YYoRntKxB4wzV2Ii6KCVwdnAC6/UIfZaDUTPpnfb3Is6XwPO+D06AlRqNM8jGlIulKCGqbVDeXhi0E9Y4hfLMv75x/DLvbTw15flGKwhtFOUywkCjyLyOUlBKLHyOiFDQOS92F9yNnjzzAZdZK9aIMuQ2eIu6AO+smsydJWBpD8xO2hvXM4W0vd+sgNms2313StagtL2gfOd2wP20us3KnRSrqCfGbEWUqCfr5rPalkQgELhyBNnVwI6jbY/aDaRRllpVNoHW2vUAnFAL8SV0xlsLVqNNuTWzJI1mf7Kk7QMVAL+eZl7XaYfXiNMOysFpNMUYraSNFuFolEC3s4r2nsOox1vged+sW7mS85yuurMQ1ar2TmLKrpEZ05WOHxQzN1KvWz7dPAlGGSaqBkEECQ2pNRJCIbUGsf/ZUTt9Pr+mpc6xcp1HFCM7QW5826mdPqdWmS0izFidttfMpD9LwdweOyGI7AqduSiq7QCfcyWrrRf55Dx51Ko4a89j5tXq6ukZVJMzqManUU02oGSNPTe+60X/mwkEAi+OEMQDO07aPgDAmJAwJ4UaUcRZH+XWc6i2T/mVLn3O5DmAhWDuerLEi7+YH2q10wG7qxxRk4krp5luhr3qYoRROUStBVZbK1BKgsQJ2vteAxpnoLwNGrdNr9iqoi28flNAlNsmA49MsFOyRpz2vAvY/OOVkn6tq9EKNIqQRBTcBvAeTZA4IxIpoZpqYcBtwUs95gu/u5I5S3KIYmQCuS2tE5Yg7eyxGwHcDpnV/uKDEA5t5WUjQkDjlvEjp9y3BhjP/Z682/t2pXMpCjTVNupiw6rhSdQTo4bHeI7Vw3e8yH8tgUDgpRDK6YHLgh+OshXaiHJQAN2DN6McnvZB0U2Da2EeyHjL9MOTLmRTLOwgN+UWRDWGKIdA2gVvmb1lpwwGmKBrys7Ci7xUsgGLKCbVGGsHj5h+eN4HS3oL++CEZSAsQzU6BZa0UU82QHluyutW1nS+Bx9ny/6zzq+2RZRCSIEW4Thlj6OI/J+MUHCeQtn3mHRXTZvAHi+rwr+OErUP1JRxRJSBxAnSOAG10+uEJUjaq74v74RcIjtn4HThqXVAM9/TxAzw2R+XuTvzEiVryMoK2KiJF7cxmbsZIGyvvhZaSy/4EwgErjwhiAd2nHJyekGAxQVKqSUYbyNfcgNXpRd4kcraayrpp6Td6pgZopJgSRf1dBNZ/6AdXLMDcxRQogBxeudKQtYmu2U0RsYSCKvWRmPjsOb64K7PHREObnvzUfcglCjA0g4AeA1zZ9/pslcX8CIaQ9v343TdlZYQkMhIjLGYgiJCHBGMVQ2lNRjjSPt7/ZAaYRzTwWmwrIO43YeWpl9O4gRkri+umsr/HYBZ1eO515pfuPBRZihONhOwpAtRDa3XOjXe5dbMxX0HSpSQ9XRh8M18nwoRIV6RLSLEe6AHQZdA4OUlBPHAjiFFgbpY9wHCE1HQ2PhhE0ZAVIZ6ehZ5/zCacuBFXlxQoSxFXWwYP/CIgmcr9vlLq5d+GlnvgJ+cprxteu56NjEuqynK4Qa2p1uYiBJKa/Roz+xYd/cab/Kk46sB56qOAQDqsZGHJdTahkpIUYHx3DuMsaTte+VaGbW2phhj3BRobBmiTWIoaNCIYI210OLGapUQ6l3blKiQr15jVOiaCopQEJeNK4nYBfs4gaim4EnuV8jcxYSoxr46YAKv+c7MIJsEYSlENZrt1NtsXDS1F9XRqvbSqfPiO8CsJ661hCbBGzwQuBoIQTywY5Tjk0haexbMNiJC/NRznPbnVL3WIGzWR2gMomMAJnuXzcSXfSlL/fS6W0tzWbZW0gZRKypjh9OacoSmGJmpbSWxJabYx3vIsy7y1WuMU1rmrD/dZDz1QUvYdSuer0E2Y6OtznOjFGcnxIvtk0jaK17QBoD32FZSQmiFQjU4K6ZokxhTJXBNnCElMThLjexqZjJ9xnNI+7zmO6Mg84YljCMiDLKegrdXkXYppL24cD15N5kvm7G3J9VagiXmNZyqWkQImmpklOb0zJmNsMxczNjvm7CON0ORjXEsc+pssi68LWkgEHh5CUE8sGMkrT0XvN1lck79TMsGxeBZSFGBsgRp7yDAnbyqKdPGSQdNObCBxgy/mYA6QGv1etMzlm69zA6WWRU1o4BWYLR1Ekor7OM9tPhMWMX0zGsAuVGKY6lf3wJgKgl2cpuwDDSuvQKcrKfQSoClXVTjDQDwgi/TzWd9GXyiKmQkxjJNUWqBZZqC2b59q70M3u4DMOVwwjhEPYUSFShv+ZK8g7AEohyavW+WQCuBpL0yC+DU6aNnENU2RD00v9vP7PTg62LDnofC6s7X4Pmy9UV3xiW2f27FXVzbwMngEsJDAA8EriJCEA/sGPMyncBs4MuVmwlLfRZNeYbR6afQ3f86MDsxTeZKtJooMN6FqIfQLPWOZpRbB7Q5CVatJFjaQ1OYaWlRDhFRiropMZEVGi2RsdRIktr+sXm/pS/jayn9RYMLaE6FjMaZEYGZblmVuHXIeurFZsZnv4O0uw9xvoThc09ia3ACLKJQWkNavXYAUNBY5SYzTnt7fADXSiJpr6CeDkyQZtyvnrkLFKNKByvg0vPDfE5pjrAMTbEJlvb8Slmxfdz/Dkytu5vJvFnS9gYo7vMC8HKrUhR+WPDcgB0CeCBw9RCCeOAlMy/NKUXhnb7ccBtZmABPzY7xeMPvPbteuPsTmGXvETGCK1pNfeZJ4wz1ZMPvihtDlFnptxychqimaLeW0Cm2kdAY3fYy0v4e+5ymbO6tS+2iJUs6Vj51sigFa33MCeOQ9RQsnQU9WU8R50toyiFEOfKDaiNZoYFCGjGMdIU4osgjBqEkaGx2uwlL/J67qMZmt314Gml3L+R0YKbRCfNGMsBMhOXcAA5tWgui3PaCNSwxAjWiGoLGbT+rQOb3xe0cgFv5c+fRZeEhYAcCVzchiAdeMi4Db8otxOmSdyVbeEwzMdm0XS1ztpc8Xwa1A1eufzs/NS1FaaU9JeqpybTdzrmStVnB4rnvTReD58CSHLIuMJ58BxlLwewkN01ya5E6W0mDzcJhBVCMEtts0G1exSyyg2j1dMuXveO0A+UMWYoR6vEAJLLtA61QaoE4osYClXC0eI7Eyr26afeYL3s5VtPjnym/UT4Lrk4aNiLUT5kTALIee6lZl9m7HyVKJK09cA5trgrhvkdnVOOU2ABjbhInvaAiEQjsAkIQD7wk5kvo5JzA7XDe1a6UXm4/BwBYvvH/8j7h3u7TKoY5AxXtfLt529uWmtfififc9cHNj5EnjVt95FkX7Zbx7WZJhnzlWt9Dns/+AUBYrfeIEN9D9r18m9m61+L5EpSSZjdbSUBJUN4C48ZwpbBmKxIaacTQaImcxKi0RMpzq4duSvFxYnfNbfar6rFXkZsvp7sqg1L1QsZtvt8alGdmxoCbDNxk3jnidMkH7vmBQ/e5GDX69A63ax4IBHYHIYgHXhLzpfSZbWV5johK6su4dbGBphwaP3BRQ5TG3MRNsUeEG03uZmLFR4xwiajHZjK9KZC011AOTwGAMTmxZieRVUKLKEOSdbF83fdDFCPE1vGL2LK4lzl1WTjgZWLdzrh5bpOF07gNUW2bAS/GEWd9aC1RTwdeflWJClpJjLZOgkYEScSQRAxn5QQ8oohB0CKxnTR36mjZwkrXeP3byPrXet12HVldc96GtvvpQo5RTzdtWb8DWRdIu/tAWIqkvddr0Mdp30+X+xYFnV20mEoHXzh/jrpYh5JNEHEJBHYBIYgHXhI8XUZdmjK3y8rnA7gSpRFDUQrF8LgZEJtsIV85jKx/re+bi2rkj3M7ywBsf30m7MKStg1smXcqMzKsHIQlIGzFl5JlPQW1Q2KtteuRdvebHnLMF8rlWktAS28laoK1E46pjYypzVYjm6m6qW1fjhYVaJKju3oIG6Mz2JIlTosx0oghjigqLVAoYWRfGUc93ULS2Qee9s33JBu0V19rX9/0sd17qSdnERHqp+HzpUNoyhEI5WjtvQERjdGUAzOkFrcQ2bK5+R5rP6sAYOHv7vd5ZFOAZ6to7OsHAoGrmxDEAy+autwEodwHAvdnRKj3miYsNQHZCrEoUSFbOgjeWgahMarxaeT9w3BbYko2UKo26m12OC4i1HqDM++6BcD2ybcAmFUtU0Y2+umiHiPt7kU93QLPl5B2jee2MzPxzlzN2AfsptgGby0vDNs5zXYlrd1pU5jnoNS3jJ2zmi/12554n6Y43UzQphw92sJq3ALnGeKsg9bKdTP7VRqjHHwP+dINpi9fTRBRPpN/nQ6QLx1CnHbA82VElGPp0P9tTGNcv5zMnNj8RUbMfaVhViUpLjqsVpebiJOeFcLpXvAxgUDg6iIE8cCLZr5UO4/JUk2AcitmStUotk+i2j6F1toNfvgt6x1amEp3AdwdCwCMt1EMTvis26mluQEzxnNU47PIl28we988RUS5LzW7KW7K2+Bp32fgRvaVQ8saTbk9K7VT+DWt+Wn5CAQkW/I9fjU32d0U29DSvL/C7nlPVIM25WjZfnihGrSWD0AKM1HuVuqUKJH1DpkBPi1Rbj+HOOv5fni+dAhaSeRL1/kJesZbC1PkStVgcdv7frvPMB+wLxXAAVNVMScWC+t+gUDg6uWyzJ9ubm5iz549iKIIr3vd6y752C984Qu47bbb0G63sby8jLvvvhuPP/74JY95/PHHcffdd2N5eRntdhu33XYbPv/5z+/kRwg8D021DSkKiGbsvaYdUpQ++Gml7FDbBIznyFcOI+nsQ9LaC1hbSylKKNnMzDlEiaYa+dvMFPpMAGWWiQs00y2Ieop8+VrESQdx0jH75eX2nNc3RdLaC572vfKbUrWtEljpVjsp7ie/bY/cm4nMfR63nuWH72xFQNQFZFVAaGVkVhGBIkKpBGIQdKm5OEk6q2ZnW9WIaIzBiW9AyQZNuQUpSvDWsrngyJeRdQ+BsAz50vVIWnsQJz0k+aoPxsoqr8VJb6bgZt/vuRdYL2RdLIpoCOCBwC7ismTiH/3oR7G+vv6CHvfpT38aWZbhR37kR1CWJR5++GH8wR/8Af7zf/7PuPfee8875r/+1/+KD3zgA1BK4fbbb8fq6ioeffRR3H///fjGN76BX/qlX7ocHylwDsraXEYRPSeAF+etlylRop5uop5uIV+6BnHSMY5azQRp5xCq8UmwVgtAPMuSZeMNUFygrUamJxwRZtzFeAuEJWA8B8/X0FQj8HwZWinw1iqUKI3daNye+Wnb/jxlKZpy4EvPAGYiMPUYiLOZhjghgLLiNdGsakBZCkUaaFkj6x9AuX0aTWX76lbgRUKjRWJkJEYrNmtjSXsVgJGhJYRDiQpKNmC2hJ22981K44QjT7oL7mLzGuaUZRD1GAr1wnDhuY+bPz8sbp+vEw9csKoSCASubnY8E3/00Ufx+c9/Hh/84Acv+bivfOUr+PSnP42VlRV84xvfwO/8zu/g93//9/HYY4+BUooHHngAW1tbC8dsbW3hgQcegJQSDz74IP7wD/8QDz74IJ544gncdNNN+PSnP43/8T/+x05/pMA5jLeegrZBVqnaS3ECTlqV+qwaACabR1FPt6BEhbSz32eyzhErae0BXDndDrQ5FTf3u2oqNOMBis0TAGwfmnETwFvLkM3Yr4QRGvsLCbNiFc/8yOcCFWGp2S/Xs71q4wbW88Yf8xcTrrweEWLaBRE162j2QkAUIzT1FIWqUWmBWkvw+dcjxHuHO3tQrSVWb7gdSWsNSWsP8t5hxEkPPF1GnPQWWhayWVRSc9B4FrzdZzxXOQ+YbRJcKIAHAoHdyY4G8aIo8FM/9VN4/etfj3/8j//xJR/7qU99CgDwsY99DK95zWv87W9961vxUz/1U9je3sZnP/vZhWN+/dd/Hdvb27jnnnvwvve9z9++d+9efPKTnwSAkIlfAZRsTLlblKgmZ33JWytp3cpM5tyUA5Sj46ac3V5Fe+0mP3nu9c5hjFNEPZzTMSfesEPb5xV1AWKVzprJlvELtwNlALwFJwC/d86zFW+gMt9/Ppdi+yQA+N75fI+estQ7sDXVaGGiXasaNG6hKczKV9zqQymJWkskkSlySa28DSkAJN0VCLsvDwDbJ/8XANP3v1Dgde/J4aw/RWPsUZtqG3WxeLE7z3yVxHwe2zawz1+XmxcsvQcCgd3Bjgbxf/kv/yWOHj2Kz3zmM4jj+KKPK8sSjz76KADg/e9//3n3u9u+9KUvLdz+0EMPXfSY97znPUjTFI888gjK8vz/UQd2ho1jX4MShTHaaMwEOqxJiQvEdbFhMvKIgiVdO1lOEWdLQEQXpqoBY5xidsGnaKoRmmpkfq+2zaDX8DQAo7gmihGUkmB2GlzWU4zPHoWsC9TTdWtQoszx9v3F6RKAmbUmYHrbsp7YfvmKtzF1ma/r0yvZeN9z2F135wTWlAM05RYI5Si2nsPk9Hcxnm6j0QqVFqDR7D+vRitw65fO877PhvsHbjUDamo2VzAvQescxICZ5CowJ42qpTctAeBvcz9O2MYd4x7jv/vgBx4I7Gp2LIh/85vfxKc+9Sk88MADuP322y/52CeeeAJVVWFtbQ2HDh067/43v/nN/jnPfY35++fhnOMNb3gDyrLEk08++WI/RuB5mFf9UqIAtIRoJmafOqLQdnAMMMGiGBwzu9GU+/I5MJdJlgMo2aAan56VwbW0v3MoUaPcPu1fM+mYPfDpxrO2bG92xZtyiKbYNsNhzWS2dx4tZrJ1sQFRD02mb8vo7nM5Zy/AZOAXKjs35QCNVXcjNijLpgDLuqiLESpZYSALDK3xioQGiQgywkCsDrtWJkBPt57xz2t23TP/3bggTOPsvEx7/n1ppSDqib/t3MzbP//csBuL2/62QCCwu9mRIK6Uwgc/+EH0+31f1r4Uzz77LABcMIADQKvVQr/fx9bWFkajEQBgOBxiMBhc8jh3u3v+wM6zevgOKFGjnpghM5MNT1BNzviSs7SZazU+bfvgexBnS34tyvVspSjBeBeExmBJe+YjHlG7H73pJ8YjQsFbfZA4AeMZ4tYSRDkE4yY7B4B6uoXx+lFMt76Luli3xinWN1vVEPUQjHeN33Y9MRcJsoaozAXFrDduFOO0UpgOvgspSqNCZ1sFhMamlTA+bS8cRpiuPwshamw2E5RaYltWeK6a4GQ9QQyj4GYU4zp+Dz1fuh7SVgu0WsyenfCMbGaDgn63fc5lzCi+zfrr506gh1J5IPDKZkem03/1V38Vf/Znf4bPfe5zWFlZed7Hj8fmf5p5nl/0Ma1WC4PBAOPxGJ1Oxx9zqeNardbC81+Km2+++YK3Hz16FNddd+PzHv9qRskacdZHPdmEVgK8Zc65qIc20AFNNTLqbOUIcda3tqKTBRERQmM/uFYMjps9b1UvKLTV0wEIoahGG0g6q8ZbG0NTNpcCgk+Rr1wLAF52VYnKDIHZUnScLkHJxnuUm0l1DlFu+/fiM3FSe0EZni8jTnumtA1id95rKFr6QbiIUNTjdTTFCMPxJkrV4FQzxtm6gtQalVI41gyxJ24ja/Uhhcn0TQA263fue3Gf2fXlAVNCn+/3u11vKcxAHs9WF+YLqun6wsVSIBB4ZfOSM/Fjx47hYx/7GO644w7cf//9L+gYrTUAIIqi533MxX5/IccELg9xamw5CeMLDmJK1tatjJgMWAlQniPOlq1vdcsHH4cxHJkiWzqM8fpT/rnqyQaacmQy5jhBtnwASXvVyKg2FYrNEyBxYm1FE7C0A94yYiWEJX51TFRjL2HqyuBNsQU9Zx6ilfAB2biRDUxwtpUALWs0xZa19DSDYfV001Qkpltmcr4YY1iP8VwzwlQKnC0kzhYKw0ZiS1R4rhlitH0WzLqSTTaOQokSspmA8dbCvv28Cl5dbC0YlMwLvGglURdmlVMriabaBs+WLirCEwgEXnm85Ez8p3/6p1HXNT7zmc+84GM6HWM5OZlMLvqY6dRM8Lbb7YVj3H3d7vmykOcecym+9a1vXfD2m2++GTJs4FySiHLABkGWtFGNzgDcOIuVw1NI2muIKEfS2WNNOMz+tyiHfsjMBH27TsZzNKUxEzEBcmAH1AQIS6DErKdNWIKIMqQ94w0u66kxIbFDYGl3nw3cY6ukNjDHUXPxEKc91JMNxFnfa54DmPWqCYNWAqIc+deUTbGwT94UAygl0Uy3IKsp6skAw61TmKgap8UE3x3XmNTu+lhhi9VoUolalBidPIr+tT+ALDO68UZX3k68q9kgmgvCPFtaMC2Zz9ABGNEci+t118UW0rnbA4HAK5eXHMQfeugh9Pt9fOhDH1q43U2IP/vss3jHO97hH9tut3Httab8efz48Qs+52QywWAwQL/f98G72+2i1+the3sbx48fx+tf//rzjnPP554/cHmIk47x3Y7tEBjPvU2nFJUJNHaNicYtaC1RTc4iaa0t2mHaHrCZAq9RDk+bzL6ezgVXBpZ2fKZMKEfa3YtqvA5ZTf2KmfPa1kqCpT3E2bLd7TbB0PW9x+tPAwDUZAOUJVDu/YgKop7ai4YKSlRgaRfKBnPKEhDGbXXAXGBUw3WIYozJ5glsTU0p/blyikJEmJQMZcmRpjWWkgYT1WBQDrGPUhz70wex+rq3Yengm43UatT470nW5azHPWdF6nrkLni7VoH7PkUzNtm7QtA9DwReRexIT3wwGOCrX/3qBe8risLfJ4QAABw5cgRJkuDs2bM4fvz4eYNqX//61wEAt9xyy8Ltb3zjG/HYY4/h61//+nlBvGka/NVf/RWSJMGRI0d24mMFLkJEOJhV5tRaIrYZ4nTrOJK2mR6X0gQZUQ3Bki4oT72jmdvZJiy1e9smI3cmIk4j3amxuUDm/MSdYptqKl9WrkZnkHb3myoB4IVZ0s5+TAffM+/VrqaVw1OQ1RRNMUK2fACAMVBxEJZAlCNU28bulGWmX62s2YoSFVRToZ4MTBl9tI6BmOKUGKOSCqMpR1XHEIJiMk1xcixwc1uh1gKDM9/D/te9FbKeohyfBI3b5uLGasy7iXcQ+IsSx/yKmfs8gAngTjnPZeOBQODVwUvuiWutL/jzzDNmfebIkSP+tn6/DwDIsgzvfOc7AQAPPvjgec/pbnvve9+7cPt73vOeix7z0EMPoSxL3HnnnUjT9Lz7AztH2tqLrHMNYmuj6UrRacfue1djXwI3099DiHpq/LqtypsrC7tMXCuJcus5iHIIUYysrajJfnm+DJ4v+9dymugkTnw/2w3XKVH4frebzG4t3YCsfw3S3kHfp2+KEWRVYHzyKKrRBoqt5yDKEaYbz2J86ilMzx7DxtPfQD0Z+MxcFEOU26chqynGZ76LerKN8fYZjKoxJrLGk8Um1osIw2EL00mGp37vj6BVhGlFsSlKnGnGqJsS5eA0mskWiu2TqKdnURcbZpbAmsZIUaIptxZmB5zs6ryynHnsLHCf6yYXCARe+VwWA5QXwkc/+lEAwM/93M/hqaee8rf/8R//Mf79v//36Ha7+Mmf/MmFY/7+3//76Ha7+N3f/V188Ytf9LefOXMG/+Sf/JOF5w1cftLWXnRXXw8at8CSHljStjakUzuctmkCuqyNQExj9pm1bCCs+pmTMQWAfOVasLSLpLcPhCXged88p/XtJpQbtzAlEacdM+jGW6aUbtfQAJjbCDfPO6e8Zu7LERFmpsyVQEQppmePYbJ+DMPjTyLOOtYVTIDGHE0xQrF5AuNT38Fk/RhUU6EcnEE13kZVjLAxXkejBAaqBI0INrczaB3hm//fH2BYCTz1e3+E0SjH2brCWNU4OjoB1dTmIqKeop4OUI1Po55uoJ5u2hWz2Ou2zwdyUZuWwPwu+MKQ4DnyqoFA4JXPy2ZF+sM//MP4yEc+gl/5lV/Bm970JrzrXe9CXdd4+OGHoZTCf/gP/wHLy8sLxywvL+Ozn/0sfvzHfxzvf//7cccdd2B1dRWPPPIIBoMBPvzhD+POO+98mT7Rq5dW/wZsn/5fJkuOM6+AJsoRCDO72POCK4TGYHEL2umiy8asgmV9DI/+CboHXgfKcy/2QuM23N5B0l4z/W1ustI4688GwSIKarNSKUrEScdeIBCIcoKm2PQVgrjVx+TZv0ZTTyFEDaUU8ryL0cnvAACKwRm7sjaGauzamZIoBmdQliaYlvUUjFCcqrcxVQ2OjkpMp8t4/It/gLNT89kqqaEUwamJwkZe4Brex7PH/jcOX/cm813ECfTKtajJwPToRYG0e9B8BtsfP1dxjbIMTTVEnHTPy8Idz2c7GggEXhm8rH7iv/zLv4w3velN+Lf/9t/i4YcfRhzHuPPOO/Gxj30Mb3/72y94zI/92I/hsccew8/93M/hT/7kT1DXNb7v+74P//Af/kM88MADV/gTBBy9vW9COT5hBVasipkdSKunA/C8bxXdamirnw7A+mC3UBfrYEkbaX+vXxFzFwXa2oYCgKxrsLTnS+ayKRCnPWMfOucBTnlq9d0LlMOTiLM+RGkkW6vtU9BKorP3MLSS2Hru2wCA8WQLQtQYTwdQSoFRhjzrIuY5JuNNMBaDEOd7rmwZ3eyDP10OcHYU4+k/+EMc3SqwOW3ASIRWTPHt3/tDvP3//QH85WCA1ydG5nT95HfQXz6IrL8HkzNPg7eXQBiHFJX1Rr8OPFvxfW8nEAOYjDtOuhcM1C4L997ggUDgFc1lC+LXXXfdC9rbvv/++1/wfrnjbW97G37v937vRb6zwOUiojHonHFHU25DiRrE9syVmvXJAVPiZnYq2/V4WyvX+8ewtOfNS3w2ylvQSgGUA9pMorsysvf+JgTl6KSf7uYtEwwpz1EPnkPcWgIVFZpiBEIolg6+FtPNk0hbfcimBimGOFVugBOGrJ6gxVsghKJuJLaLbSitwAhFoyUqLfDHk+ewWTcYTzqmhL5RQCqNhBFsFAKvWc4wLWMcWZYYyBK8HqGVtFFOBsaJLclB4gSkqcw0Ps9RDk+gnqwj6x3yQjl+z14pxNae9NxAPm9HGggEXvm8bD3xwCuPJFtDRIh1IuOIU9Mn560VKFGjGq+bHWvbI6+LddTFBppqZDJpwsHSHiYbz4C31haCsts1N7anqVV7M0Is7jWdOcl08D0v1zqPcVNb8/1zFzyTzgr613wfWJKBUApCKFaTLhISo8VbKJoCZT3F8dEpFLJGpQTW6xEmssJAlsgpw/FhBCUJnlyfQiqN9UmD75wpwUiE7Urgj3/7T7BZC2NRqgS2plsoqwlEXaApRhDFCNVoA0pUKIenzMUP4yi2j2O88aTRcrf75K7EPpOvDT3wQODVSgjigR0lydaQtg8gTjp24M32bHmG1sp1vqwdEYqm2EZEuA1GM33wzt4jxjUMc9l1RL3HuFGEUyAsMz92iG06+B7G608ZtzI3vd3MApxxMeOI0y5Y2gVvrxrluTgx772zgs7+G7Gy53qkdv+8aArUssGwmaJQDbZlge/WWyiUwLqY4ngzxFQKUAJ8/Xe/gu1KYtJIjKYajEU4M6khlcb3v/edYBEwVDUmylwITKoxiskAdTHyPuPVcN06mlWoJ5u+pSDqof8+3GdpSrPyFjLvQODVy8vaEw+8cknbB1COT8wGzqxUqFQF0u7+ObESN/TWhmzGICzD6PST6B18kxlMi6hVNVMAYJXZJt5lLIoolKohy4m1Pm2bfjxrW3/zbKa4po11qfcgFxUIMwE88r1uCRJzMBqjl/VAIoppNUJVT1BpiYEsMFENhJY4YZ3Yjo5KDEbmOc9OGmyNJXgMCKExLs37JkRhYsYAMNUCQksUokKrMaJIvCpsyT9bELGhdiiQsBRSlEjb+/13bG4z5XT3/t0OfiAQeHUQgnjgspG2jZBKMTrm/bkjW+bWjfQa5aa8bsrH0BK9g2+aZZzuT0Ig6ykIS43JivUrB4B6sm4f48rkbf87YPTR3fNLUfvATQiFEJWVWjX9cy1q0DhBu7cHdTECzzqYnhohoxwdLVCoBnWkMFQ11psSw0ZgY8Lw1//tT/HtjSnymGA7klAKEBJoZxH+/NgYlCoMS4JSCRAaYaJqkChC3VQgEUVTFYjte5WUecU6txcuqqEXf/GrdDYDV7IGJSEbDwRejYRyeuCyk3WuAeNd8LSPODPKaCxpI1s6DMAImbjAq5X0fuIAvD+5qEY+OzXHxCA0Rl2sX9D3G4A3UzHiMALVeB0876McnoJWAkrJhelvmuRgPINsKsRZG5QliLM21lYOY6W9ii5NkZEYI1VhLGsMG4H1QmN7u4XDP3wHhqXAtFEgBFAayNMItdC48zV9RJEGJYDQCgoalRZotMKwHkNII1crRQ3V1Cg2TkCJ2kzTC2vFOqebPo+StVdyC6YngcCrjxDEA1cMwlIw3kVEOAhLTSncBiFnHdrb+yZ0174fK9e83XiLw0q7pn1fUtd2yn06+B5ENYasi4U9dOB80xLKc8Rp12bzRjNd2XK6UWQzu+CiNoG/GJwBoRRNMQahFJxn6CRt9GmKA2zOjKemaJoYv/9bX8Z2JUEJkCcEjAInzigIqbG/zUGpwv62hoSG0goEBHFEQCOCWlTm/UgjMkNiDi2FVcITGJ9+CqIeW5/xRdOg+QAegngg8OojlNMDV4Q46fpMkvEcTTUCZSlWrrmwHgAAY/3JUkBRSDH1u+LATCAGmEmSAjPTEK0kdCRtH7xARCiq8VlEhCEi1JuYKFFDVFOwJLfiMR2jyW6t7EjMISszHEcmW0hJjD5NcYh3MZINTscV4rjBUhbb1TKgbDQ6GUXnEHBNL8Eb3nMnOh3zfDmZ/Sc3kTWU1mCEQthVPNXU/r0Apkefrxyek1ktweyOuLMoDQE8EHj1EjLxwBXBBVbKMjDeRdY5CBq3LnlMsX3SSrjW1hikhlY1mmqEptyCqMc+g59n3tJz3iecWncwWU8h6ymq0YafCjeBW0BLARIndv3M7HDHWQeUcRBCkdAYGYmxRnPsiTMcbEfI8xJvfd+dEErjpuUU3YxgrRXjpuUU13QTUCoRxxIJJSCIQCKThSurQ6e0hpANlJKoCyetaioLjTVdcS5sACDqycJEegjggcCrlxDEA1eUiFDESQ9x0ntez+s4NWVrrZR1OzOoC+xFu4sE83hpdsiVhBI16umWtxzVSqCeDFCPrSNZU6GZDCCqqR8iKzZOQNrBMtXUJhsXNTqdNSQ0QYsmqLTEGmvhSN7DjWsVOp0pbj/cQ8II3rSvjW8+W6DFKboJhZQUnVRgjSegkflPrtICBBEkTCaulARjHHGSoRxtICIU9WSA2LqrzYbZUq81D4Rp9EDg1U4I4oErAiEccdL7GwWdyfozqKdnAcCvkzXVyAy6WTMQt0bmpF6bYtv3x52/uet7y3riB8W0klCN7YXb0rmophDV1PakJQhh4N0VsKyDtLMCQilSnvveeJckWGMtHM5zvHGfwp33/T+4ZW8bpVB44C1rONRNILRZL1tKgR5N0GiJNolBQJCRGF2aovYStOZ98FYPABBn5iJGimpmQxpMTgKBwByhJx646hiu/x80xSbae27yU9laS1STM/4xsi5AuQlsru/tLErdjxTOb1xA2b8bC1JTQnfBPKLUrKE1NeJ2HyzJoQhD2t9jVtayLlRTgRYjdJf2Ybh1Ch2WgUQRIIBreBcdWoLum+CHf+IWPH18GUlSo2kYlCJYWx0hZxSNVjjMezaAM3DbH2/FZuqe2BU51ZiLEC3N+07aq6YnHlEoUUKpGnnv8JU8JYFA4ColBPHAVUcUUcRpD5PN7yHrGXETaqfZRTVEU26DMO7XxwCjCFdPB2A8N1m3qCHKoc/CtZJ+4pvZ4bXJ+nHEWdsPtLGsbcrrxQiUJahGG0g6K9BKIFs+CJbkmG6eQKtZhpA1JtMSGWE4RLpoE44W4WDRAPteu41TU4myIYipycK7LMVh3kMWxYgj0xsHABIRNKpBt70MIWokAHi7D8o4aGIm6t3+u1GcS8GoydBDKT0QCIQgHriqKMcnQFmKuhijtXIDiq3vIU6XoGQDUQ1NWX2u/y3rwgd0F8CVy76byj+uGq6Dzk19A0DW34OmGEE1NWo5AG/3Z4+fDJDZTNyIwQjErSWkSkJWBZaWD0JphUpUKEQFoRW6JMGpZowb0j6W4xE4oZhKgUO8jZQwdIkVmYlMAI8jCqUVOukymDdCsd7olIG5AG5V74zcbA1YAZxAIBAIQTxwVWGCNAHPVgEASWePV2iTTQGWtFFPNn0G7gK4qKdmRcvuf4tyhIgyaCkg3Q54MTKvYTN4UU0RZx3UcmB75DUiarLetLuCiFCQOFkwUomzDjr7bzRl+abC+tZzyFiCnlaotMAb0jWUWmJf3DJBmmms0gwSGiSKkEQMbG6afClfAmMxWJIj7a6AMA7e6htNd2K03lnS9mtkbqK/qbaRZGtX6rQEAoGrlBDEA1cN5eS0FYAxg16Exl4rPCIELO1BlNtgSRuiGvsArpUEIdQGa9NHVk2FejIAyzpoJgMAQDMdIemugCY5mvEAvNWHKMZgSQ4pKiglkLT7ZlJdSsSdmagLYQm0ErPSNqFor10DnnUw3j6DrJrgxOQsOjQBVxIUESotwCIKFlEs0cRYmEYUzK6XdZI2eJwia5nyuVONc1m4k4d1WbiD8XYopQcCAQAhiAeuJrSEsOYm3iPcCrwomF65C+RuiG0+Awfg1deMj7gJyLIx62JJd8W+jEDc7vsBt2oyQNLqW2GXqXVYG4FlbdAkRz1aB8s6M411yszke1MhzjroJRn44AzWiy30aA6hJAZiipGqwECxzHIoKAxkjRY1a2bLaRcAwHmGOGubrN+W1FnaMRcmzNi5npuFh73wQCDgCEE8cPVg7UadshthKZRsZmIvWqKenJ2pl9VTUJb4KXRZG0lSLQW0kqhGG+Z5CENETeCLCDXZtw2cSgnjIx6b51SNMUBx610s7SJpr6IpjXa7U3tjWccLxRDCkPX34PtafZx87gkoXaJDU9RaomUz5oxwZJyjl3ZBCAWPU3CeobV8ADTJEGcds0OfL4Hx3AR03gYiOjODIcSrtAUCgQAQgnjgKsIEq9jvhEcRBeMcUhCIagRCY78vraW0JW5jLzrvWOZWyQjjqCcDUJb4zB0A4nYfWgoAAG/1EVEGyrixIW1RH5zT/l4oUaGZbiHrHzSl+rn3y5LcP/bsc09idf9NOHDtzZgOzmBz+xSEViBRhEI1yCKORgkwypHnXSStPuK8Y7LtrGPkVZcO+uE8lixDawlqAziNW0FeNRAInEcI4oGrBmdYEkXUB+ULBS7XBzd/F+etkQGwGXMByhIz8U0ZImr+uWspUI02Ztmv/ZMoiXq8hcn6cbRWD5mJ97TrleMA+NcS9iKBKgnZVFg7eASqqSHqAmmrj71JDrZxDJWoAAHvTd5qLyNp98CSHJRnSPt7QXkLWgkwm+mn3f1QsgZLZqV0MjeRHgJ5IBBwhCAeuGpgcRtSFJCiAIkuPbhlsm8GpSREOYRqKjONrqSdUDdKbDTJ/GQ6yzq+1M6S3GfBhM1eSxRjJK0+6skAStSI8yVEhEHUUzCeQ1tNc9dvBzCbarcle+dI1m2voCwnoBVBnnURJzmy/h4knRWQOAHluflhie+Jx2nPvr8etKpB074famO8jbrcDFPpgUDAE4J44KqCssybeyhrOeqm1R3zvtpmXSz3fweMHno9HiDOTQZNk9w+N8d0uG6FXTrG2MSWr91zdA4eQbl9Gqqp0NpzPYi1A43tsBkARISZ1TM7QLd19lks77seWkpfQXB+5YzF6LJlxEkOyjjiVh8AwNIOGM8RZ/054Rq7SkZMa4GmfYh6CBa3EOc9KFmHAB4IBBYIQTxw1eLWqNLWXkwGTwOY+YS7fjgAr4MOAJP1Y+A2UBK7tiUrM4imlPT3qaYCbBmd2UlxwEy3u+dsJlsm2xcV0m7u7xPF0Jfmi8EZrBy4yb8Xt+o2nQ7BmCmBd5b2I+mugLf64J01MJ6b3W8rWkPsRUucdIzFKksRuV44S8HzVTOdPudcFggEAkAI4oFdQqt/A8ZbTyFp7/OmKGYqXZi+eJygngyQLR8w/Wo7ba6VNGV0JdGMB6BJhqS7CtVUtlR+fr9dNZXXTGc8R2SzcONFblbMjMZ5hdbqIci6gJzzIAeAVnvZmK/YQJ329yIiFPnSIdC47Yf3CI2hZIM4sVWDmCMiBEqURvAmDtPogUDg4oQgHtg1tJdeg+H6/wEAiNr0o6X90/mGy2pqess2eLoMmSY5WNYGiY2ASrp0EIAzHTGyqqKegrAENMm9GYmop+B537+GrKdgaQeyNmpv0pbUCWEoi01wu7oGKX0Jnbf7fkDOZNQpRD1EnK0gIgSE8MVBPkKBxDiZyaaAamrwdDkMtAUCgfMIVqSBXYXzEncZLjDz2mZJjqS7CpbkC8pqJE5MUKYMvNX3Ht2UJSAsgainUEoiTrugPPfiMS64OyJC/aS6E4XxP5Qi7S5jtHUSlHEQSsG42f+OW32T2SdtsKRrZGXzPSA09utxRqmuXqgMmBW7NijLQgAPBAIXJATxwK6CsMyaniSgdqpcFCPvUAYAJE58ICeMQxQjiGqKpLMCyluzrNf+SRlHnM6m1NU5FwcuUDuUqIyCG10sZNE4QWdpPyJKzXPmHZCYI1+5FnHaAc9XQWiMiHDzZ0SNgIwN0E7IZX6tTooi9MIDgcBFCeX0wK6iu/p6dFdfjzNHHwZhCZL2Kkp1GnG+ZPvjxsHMeHHXENUU+fIBsKzj97FdNk0YN2tkdkJcVGMwnqO9dj2UkkhaK374rJps2ECfgKVdv5dOCEUjai8mw9t9r4FOGUfS24estx+Ecm8lanrh5oIh0uYCQTYFGJ31v31gDz3xQCBwCUImHtiV7LnxXcbpiyVgaceUsG15PCJsoVct7W63EhWYXSVzYjCmD24CqpsYV7aXrmTtH5u0Vvxruz46YLL+pLMCJWqz+23X2Ygt41M7RR+nfX+8y7QvNnHeVNuQtm0QCAQClyIE8cCupp5ugedLvgTup9VdKZwaI5SIMKt9boKvEjVY0kba2QPADJABJmDX43UoUfkSurtP2YsB97h5b3Ju+97OeAUAkvaqycp5GxHhdie9hFI1tJYLgdrJyUpRIHZDbSGQBwKB5yGU0wO7liiiSLt7IcqRUVOz5W0BICJTkDhB2t8LwhIzTW7L6PV0C3HahZI1KMn8cylRI4oo8uVrjaSqDaz+T1syJyyBslPqzvY0IhQEtn9ue+VS1Mj6h8Dns3AyW32bF61xuCG20AcPBAIvhJCJB3YtcbZs7Uk7EPUUTTn0GTmJE58dE2YkTl2JPU67YEkbNM58yXw+aJfDUyiHp6FE7W1NZVMsaLoTQm22zvyQG4kT8yfjyJYOorV8GLIpoLWEEiW0UogIQRRRyGaCKKLQWkLU4/M+W8jCA4HACyEE8cCuZLz1FAD49Sye98F4DlEOIcoR4nwJSXsVLO36fnlsM2fKM18i9wNmEYWox9DaZNqM5/bvHLIpQONsrqxeeW9x83vt++qR7ZdHhEFro4EuRWlEXWwg11p6RTbAZN/zmbnWMmTigUDgBRGCeGDXURVn/d+Z7R8DVtPcZt1kLmOWovYDbSx1ymiLQVJrCWa1y91j53vg88ewtAOtBNLuvoXndNKvhCWIsx5Y0gVlqX/+c53Iooh6w5d5QhYeCAReKCGIB3YljM/0zllqAjnlGeK0i6S9akvnzA+ySTuo5vXWzzFRcbdpbUReWNpBnNnntcHbldJFObJDckb8pR6tQ1ZT0CSHrKZI2iu2VN+Y4G374Eo2ZrBNlP61neGLK9kDYa0sEAi8cEIQD+w6kmwNESHQapYpO4lVvy5ms2n39/nVMsBkwvPT5VpJiGqMejpANT6Lejow/ewF73LphWbm4Z1Vv1oWt5b87U7QxbxX0w8nNPa74k05WHiec6sDgUAg8HyEIB7YdYjGDILNZ+M8X0ac9s57rLTOY/OKa7IuZv1nG6TnA/W8q9nCcU0BlrS9OxoANOXI+5VTniPrHwCNMz+FLm3W7QL5PDxfMRPyLAMh3GioB3nVQCDwNyAE8cCuhLIMhKXe/cvBklkpuimHoOdkzYApu88HcocbcjPPn4BQ7o1VgMVM2UyuV1ZchiLp7UN79UbE2bJxKVO1z8KNLnqDiJj/3LT1R3fa6IFAIPBiCUE8sGuhLF0YGBP12Kij2V52nHbRlMMFoxJ/7EUCOWBL69Ydzf0OzLJyF9gjwiDriZVqfY2dKk9BaAzGu/7PiMYLA24RjUEo9+ttgUAg8GIJYi+BXYczBTErYKnpN8dGl7wanwYBR5z1FrLo856jLnwgZ0nbD5XJeuJL6krWC9m5IyJGGEaKCml3H9LuQRAbqF0f3Dxw1g9HRKFl4y84IkIXtNIDgUDgxRCCeGDXQYjJYmUz8Y5gWhOIugHP1yCqbdSTDXBrYDJPNd4w0+PcroslbZNB21J52t0HUU/BeO4DuNsTn++bA0BnzxEAs3UxQmMfuBfeL42hZAOWdEAoh6iGC05lgUAg8GIJQTyw63Al8IjwhQl1ylJIUYIlPbCkByXMdLkZNFscbJvPwueDaT3dgrLDcCxp++Nd4DZKby1z4WCFW8xFQAta1aAshZrLuOffW0SMe1nS2hsCeCAQ2BFCEA/sOni6jHJ8wvSXbTDUWkIpI+oiRekz4zhdgmgmgA38cdpDnPYgmwJxtwdRzSRPZVNA1lM/ra5kjThb9vfHSWdO+9zKtdIYEbEBPG6ZjJu3vAKb1hIsbhsBFwVELGTggUBg5whBPLDrKMcnQFgK2UwAq0NOWQoWtwDA/4mIQlnJUyCGrCfmZkK9bjpLez7Au8zbDcHFac9PvxM7mAYAsp6C0BhSlWCsa/e/ZwFcisILvBBi1tG0loiT3sIwW5BWDQQCL5UQxAO7Dhq3FobaqAvaWqKpRt67W6salOegsJKrvOvV0s7tWwOAqKfI+teiGDyL1vKNAEzwdse4PW9Tzo/9xYKWDXSkwHjLrI3NKa45CVXKMjTVNni6jEAgENgpwopZYNeiRLkYjCMKni+b3WxCQOOWHyBzu9mEpQtZtfudsNSsrCnjM15NTs8m3wlfEGpx62JuiI3GLX9bU27N3g6x++E2sPN0OeiiBwKBHSUE8cCuw/e8rXypC9pOWEXbwDnfe54P3Oax3N/m3MUcLGkjzpZMuV5L1MWGv89l5U4H/dz+dpwuLfzOsyX7nguU4xOgLAuBPBAI7BihnB7YVYhm7LNeQvjCcJtnLoDP3xcR6fvZkbUGdVm4y+qjuV62mzDnad/3zd3zE7a4SuaFYM55P7IpwHjbKMy1eAjggUBgRwmZeGBXIUUBNbdW5jLuKKIQ1cgHUKdZLkXp/w7YjPycLF3Zx2iloEQB2YyhVO2ny92PO94F/GpydsGRbP49Ohhv+9+bahtAGGgLBAI7RwjigV1Fkq15685zfwhLoeyuNuMto4rGW35/fL70LhszqS6qkdFgT/smkGuJ8dmj0EotBP+mHKAuB4AdqAOAtL1vNlR3EeZlXeOkFwJ4IBDYUUIQD+w6LrZnbQK29eYWhc+AXTB3GbsSJZRsQOOWn2QHgDjtg8ZttFauMwNrc310Ore2dqHJ9nlcoHYCMe53l4kHAoHAThF64oFdxwsZDrvQYyJCAWUCshNUW+hfi6n3Had2aM7cXvqArkQJyvPzLiREPfEXCg6tjf+4m0oPjmWBQGCnCUE8sCtxJijn/t2hZO33td19dbmJKKIX3dV2t5eT0+aGc4bZaNzyWbjro/NsxaiycZOpm8E783pRRP3fQxk9EAhcDkIQD+xK5neuzw2Q8xn4/H0vVGglbe295P1OMc6V2L30qy2fS1F4r3Cn3BYIBAKXg9ATD+xaLlZSJ5Rf1tJ12j4AJZuFyXcla/93yjLTm7fBvRyfWOjRBwKBwE4RMvHAruVigToCNRnwZbxETVt7IZqxD8zKKsIZ4xXud9gBE/QDgUDgchAy8cCuxZWqZWMMR+ZNR64ELG6DxW2zt66lH4Zzrx/cygKBwOUmZOKBXQ0hHCThC79faSjLEMXtiw6vXWjwLhAIBHaCEMQDgZfACwnOIYAHAoHLRaS11i/3m7ia6HQ6qOsG119/48v9VgKBQCCwy3jmmaOI4xjj8eiKvF7IxM+h1WphOj2L7373KG68MQTyl5OjR48CQDgPLzPhPFw9hHNxdXCp88B5jFbr0nLMO0nIxC/AzTffDAD41re+9TK/k1c34TxcHYTzcPUQzsXVwdV0HsJ0eiAQCAQCu5QQxAOBQCAQ2KWEIB4IBAKBwC4lBPFAIBAIBHYpIYgHAoFAILBLCdPpgUAgEAjsUkImHggEAoHALiUE8UAgEAgEdikhiAcCgUAgsEsJQTwQCAQCgV1KCOKBQCAQCOxSQhAPBAKBQGCXEoJ4IBAIBAK7lBDE5yjLEp/4xCfw2te+Fmma4sCBA/iJn/gJHD9+/OV+a7uSv/zLv8TP//zP433vex8OHjyIKIqQpunzHveFL3wBt912G9rtNpaXl3H33Xfj8ccfv+Qxjz/+OO6++24sLy+j3W7jtttuw+c///md+ii7lul0it/5nd/BT/7kT+KWW25Bt9tFq9XCG9/4Rvzsz/4sxuPxRY8N52Fn+aVf+iW8733vw2te8xr0ej0kSYLDhw/jvvvuu6QbVjgPl5fNzU3s2bMHURThda973SUfe1WeCx3QWmtdFIX+wR/8QQ1A79+/X//4j/+4vu222zQAvba2pr/zne+83G9x13HPPfdoAAs/SZJc8pif+Zmf0QB0lmX6nnvu0XfddZdmjGlKqf7iF794wWO++MUvakqpjqJI33HHHfrHfuzHdL/f1wD0z/zMz1yOj7Zr+LVf+zX/3d988836Ax/4gL7rrrt0p9PRAPTrXvc6ffr06fOOC+dh51lZWdFpmurbbrtN33vvvfree+/Vr33tazUAzTnXX/7yl887JpyHy899992noyjSAPSRI0cu+rir9VyEIG75+Mc/rgHot771rXo0GvnbP/WpT2kA+vbbb38Z393u5Od//uf1v/gX/0J/6Utf0qdOnXreIP7oo49qAHplZUV/+9vf9rc//vjjmnOue72e3tzcXDhmc3NT93o9DUD/l//yX/ztp06d0jfddJMGoL/yla/s/IfbJXz+85/XH/rQhxa+T621PnHihP6BH/gBDUD/nb/zdxbuC+fh8vC1r31NF0Vx3u3/7t/9Ow1AHzhwQAsh/O3hPFx+HnnkEQ1A/4N/8A8uGcSv5nMRgrjWuq5rf3X09a9//bz7b7nlFg1A/8Vf/MXL8O5eOTxfEL/77rs1AP3pT3/6vPs+/OEPawD6F3/xFxdu/+QnP6kB6Hvuuee8Y774xS9qAPq9733vS33rr0gef/xxf06qqvK3h/Nw5XH/U//Wt77lbwvn4fIynU71TTfdpF//+tfrb3/725cM4lfzuQhBXGv9la98RQPQN9544wXv/9mf/VkNQH/iE5+4sm/sFcalgnhRFDpJEg1AHzt27Lz7H3vsMQ1A33HHHQu333777RqA/s3f/M3zjqmqSqdpqtM0vWAG9GpnMpn4UvuJEye01uE8vFwcOXJEA9BPPfWU1jqchyvBP/2n/1RHUaS/+tWv6meeeeaiQfxqPxdhsA3AN77xDQDAm9/85gve7253jwvsPE888QSqqsLa2hoOHTp03v3uHHzzm99cuN39fqFzxznHG97wBpRliSeffPIyvOvdzdNPPw0AiOMYy8vLAMJ5eDn4whe+gCeffBKvfe1rccMNNwAI5+Fy881vfhOf+tSn8MADD+D222+/5GOv9nMRgjiAZ599FgAueILmb3ePC+w8z3cOWq0W+v0+tra2MBqNAADD4RCDweCSx4Vzd3F+5Vd+BQDw7ne/G0mSAAjn4UrwC7/wC7j//vvxgQ98AG94wxtw33334cCBA/iP//E/ghDzv+RwHi4fSil88IMfRL/fxyc/+cnnffzVfi7YSzr6FYJbs8nz/IL3t1qthccFdp7nOweAOQ+DwQDj8RidTmfhfIRz9zfjy1/+Mn7jN34DcRzjX/2rf+VvD+fh8vPf//t/x6OPPup/v+aaa/Cbv/mbuPXWW/1t4TxcPn71V38Vf/Znf4bPfe5zWFlZed7HX+3nImTiALS1VI+i6JL3By4fz3cO5h9zsd9fyDEB4K//+q/x9/7e34PWGr/wC7+AN77xjf6+cB4uP4888gi01tja2sJjjz2GI0eO4B3veAf+9b/+1/4x4TxcHo4dO4aPfexjuOOOO3D//fe/oGOu9nMRgjiATqcDAJhMJhe8fzqdAgDa7fYVe0+vNp7vHADnnwd3zPx9z3fMq53jx4/j3e9+N7a2tvDRj34UH/nIRxbuD+fhytHv9/FDP/RD+PKXv4xbb70VH//4x/Hnf/7nAMJ5uFz89E//NOq6xmc+85kXfMzVfi5CEAdw7bXXAsBFldnc7e5xgZ3n+c7BZDLBYDBAv9/3/4F0u130er1LHhfO3Yz19XW8613vwrPPPosHHngAv/iLv3jeY8J5uPLEcYy/9bf+FrTW+NKXvgQgnIfLxUMPPYQ8z/GhD30I73jHO/zP3/7bfxuA6U+721yZ+2o/FyGIA76c+PWvf/2C97vbb7nlliv2nl5tHDlyBEmS4OzZsxf8R3+xc3Cpc9c0Df7qr/4KSZLgyJEjl+Fd7x5GoxF+9Ed/FE888QTe97734dd+7dcuWB4M5+HlYXV1FQBw9uxZAOE8XE4GgwG++tWvLvz86Z/+KQCgKAp/mxACwNV/LkIQB/C2t70NvV4PR48exf/8n//zvPsffPBBAMB73/veK/3WXjVkWYZ3vvOdAGbf9zwXOwfvec97LnrMQw89hLIsceedd74gzfZXKlVV4Z577sFf/MVf4K677sJv/dZvgVJ6wceG8/Dy8NWvfhUAcOONNwII5+FyoY02ynk/zzzzDAATsN1t/X4fwC44Fy9py/wVxD//5/9cA9A/+IM/qMfjsb/dya6+/e1vfxnf3SsDPI9i28MPP3xRacMkSXS329UbGxsLx2xsbOhut3uetOHp06e9CtYjjzyy8x9mlyCE0Pfee68GoH/oh35ITyaT5z0mnIed57HHHtO//du/rZumWbi9rmv9b/7Nv9GEEJ1lmX722Wf9feE8XDkuJfai9dV9LkIQtxRFod/ylrcsGKC431dWVrySUuCF89BDD+m3vOUt/geAjqJo4baHHnpo4ZiPfOQjGoDO81zfc889+kd/9Ec1Y0wTQvSDDz54wdd58MEHNSFER1Gk3/GOd+j3v//9Xkb3wx/+8JX4qFctv/zLv+xV2e6991593333XfDn7NmzC8eF87CzfO5zn9MA9Orqqr7rrrv03/27f1f/yI/8iN6/f78GoNM01f/pP/2n844L5+HK8HxBXOur91yEID7HdDrVH//4x/WNN96oOed67969+r777lu4Og68cNz/uC7187nPfe6Cx9166606z3Pd6/X0XXfdpf/oj/7okq/1ta99Tb/73e/W/X5f53mub731Vv3Zz372Mn2y3cMnPvGJ5z0HAPQzzzxz3rHhPOwcTz/9tP5n/+yf6be97W16//79Oo5j3Wq19M0336z/0T/6R5dMEsJ5uPy8kCCu9dV5LiKtX+WLg4FAIBAI7FLCYFsgEAgEAruUEMQDgUAgENilhCAeCAQCgcAuJQTxQCAQCAR2KSGIBwKBQCCwSwlBPBAIBAKBXUoI4oFAIBAI7FJCEA8EAoFAYJcSgnggEAgEAruUEMQDgUAgENilhCAeCAQCgcAuJQTxQCAQCAR2KSGIBwKBQCCwSwlBPBAIBAKBXUoI4oFAIBAI7FJCEA8EAoFAYJcSgnggEAgEAruUEMQDgUAgENil/P8Wktcb3jQLwQAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# not-fancy plot\n", "fig, ax = plt.subplots(figsize=(5, 4), dpi=150)\n", "plt.imshow(season.data, origin=\"upper\", cmap=cmc.bukavu_r, interpolation=\"none\")" ] }, { "cell_type": "markdown", "id": "49dad2a5-00d2-466d-9a9e-19e6bd5ea9bc", "metadata": {}, "source": [ "Check out the cluster-mask stored in the output." ] }, { "cell_type": "code", "execution_count": 12, "id": "544a3bff-f1a4-452d-ab13-12779114bcee", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[array(86293)]\n" ] } ], "source": [ "# masks\n", "kmeans = xr.where(skams != -1, skams, np.nan)\n", "# kmeans = skams.where(-1, np.nan)\n", "kmeans = np.unique(kmeans.data)\n", "kmeans = kmeans[~np.isnan(kmeans)].astype(\"i1\")\n", "\n", "# counting cluster-pixels\n", "print([xr.where(skams == x, skams, np.nan).count().data for x in kmeans])" ] }, { "cell_type": "markdown", "id": "0d9a2b33-7b30-4dae-9478-e8cbf0cff6b0", "metadata": {}, "source": [ "For now, STORM outputs the total seasonal rainfall achieved by the simulation (stored in the corresponding CSV files).\\\n", "Let's see how far off (from the mean --for the overall HAD--) the simulated seasonal field is." ] }, { "cell_type": "code", "execution_count": 14, "id": "23cf6009-ea23-47a1-8adf-e830eecfad18", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
kmean_inmean_outmean_xtramean_nc4
00237.76195237.806487237.804079237.8040790794155
\n", "
" ], "text/plain": [ " k mean_in mean_out mean_xtra mean_nc4\n", "0 0 237.76195 237.806487 237.804079 237.8040790794155" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# construct a Pandas dataframe\n", "ks = list(map(lambda x: xr.where(skams == x, season, np.nan).mean().data, kmeans))\n", "out_ks = pd.DataFrame({\"k\": kmeans, \"mean_nc4\": ks}, dtype=\"object\")\n", "\n", "# input kmeans\n", "in_ks = pd.read_csv(sfile.replace(\".nc\", \"_kmeans.csv\"))\n", "\n", "# KMEANS from IN/OUT\n", "kkmm = pd.merge(in_ks, out_ks, how=\"left\", on=\"k\")\n", "\n", "# how does that look like?\n", "kkmm" ] }, { "cell_type": "markdown", "id": "80c877a3-f0ff-492d-8c6d-fc21e82746d8", "metadata": {}, "source": [ "Not bad at all, right?.\n", "This shouldn't be that surprising.\n", "STORM is precisely designed to stop when the seasonal average (over the catchment/region is reached).\\\n", "(do not mind the \"mean_xtra\" column)\n", "\n", "Let's plot now the regions/clusters." ] }, { "cell_type": "code", "execution_count": 15, "id": "4aaf7ed3-7a72-4ae9-800e-acafd4973be0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# skams.plot(cmap=cmc.bukavu, levels=len(kmeans)+1, vmin=0, vmax=len(kmeans))\n", "skams.plot(cmap=cmc.hawaii_r, levels=len(kmeans) + 1, vmin=0, vmax=len(kmeans))" ] }, { "cell_type": "markdown", "id": "e120dfe1-da47-4a6f-8ba6-181fd65a6e4e", "metadata": {}, "source": [ "## ONE SIMULATED-SEASON $\\to$ CLUSTERS $\\equiv$ 4 ##\n", "\n", "*Bear in mind that computation of the following block is somewhat \"time-consuming\"*" ] }, { "cell_type": "code", "execution_count": 16, "id": "dd2b51d4-dc65-4c27-abd2-45b04636fec7", "metadata": {}, "outputs": [], "source": [ "# couple of realizations for 4 clusters\n", "sfile = \"../model_output/RUN_230901T1010_S1_nada_zero.nc\" # -> 1 CLUSTERS\n", "\n", "# read the NetCDF file via Xarray\n", "ds = xr.open_mfdataset(\n", " sfile,\n", " group=\"run_02\",\n", " combine=\"nested\",\n", " # concat_dim='time',\n", " decode_times=True,\n", " use_cftime=True,\n", " decode_cf=True,\n", " mask_and_scale=True,\n", " # data_vars=['rain'],\n", ")\n", "ds = ds.assign_coords(\n", " {\"y\": ds.projection_y_coordinate.load(), \"x\": ds.projection_x_coordinate.load()}\n", ")\n", "\n", "# load the simulated year to work with\n", "storm_x = ds[\"year_2023\"].load()\n", "skams_x = ds[\"k_means\"].load()\n", "ds.close()\n", "\n", "# seasonal rain\n", "season_x = (storm_x.astype(\"f8\").round(3)).sum(axis=0)" ] }, { "cell_type": "markdown", "id": "fffea3dc-a950-4d5a-abe6-34878c595345", "metadata": {}, "source": [ "Straight to plotting (no need for intermediate Xarray-displaying).\n", "\n", "#### MAM SEASON (FOR 4 CLUSTERS) ####" ] }, { "cell_type": "code", "execution_count": 18, "id": "d83e9470-754d-44f8-8dd4-526e7b801068", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(5, 4), dpi=150)\n", "# ax.set_aspect(\"equal\")\n", "# season_x.plot(cmap=\"precip2_17lev\", ax=ax)\n", "season_x.plot(cmap=\"WhiteBlueGreenYellowRed\", ax=ax)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a18c0f81-3600-414d-997f-50ba014690d4", "metadata": {}, "source": [ "Check out the cluster-mask stored in the output." ] }, { "cell_type": "code", "execution_count": 19, "id": "ed17c831-db61-4433-b5c6-1b118dc0a82e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[array(5418), array(32407), array(33251), array(15217)]\n" ] } ], "source": [ "# masks\n", "kmeans = xr.where(skams_x != -1, skams_x, np.nan)\n", "# kmeans = skams_x.where(-1, np.nan)\n", "kmeans = np.unique(kmeans.data)\n", "kmeans = kmeans[~np.isnan(kmeans)].astype(\"i1\")\n", "\n", "# counting cluster-pixels\n", "print([xr.where(skams_x == x, skams_x, np.nan).count().data for x in kmeans])" ] }, { "cell_type": "code", "execution_count": 20, "id": "8d2d070b-c215-4b39-9469-01fca066b454", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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kmean_nc4
00585.1801125876708
11234.3012125775295
22123.34646416649124
33375.2105049615562
\n", "
" ], "text/plain": [ " k mean_nc4\n", "0 0 585.1801125876708\n", "1 1 234.3012125775295\n", "2 2 123.34646416649124\n", "3 3 375.2105049615562" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# construct a Pandas dataframe\n", "ks_x = list(map(lambda x: xr.where(skams_x == x, season_x, np.nan).mean().data, kmeans))\n", "out_ks = pd.DataFrame({\"k\": kmeans, \"mean_nc4\": ks_x}, dtype=\"object\")\n", "\n", "# output kmeans\n", "out_ks" ] }, { "cell_type": "code", "execution_count": 21, "id": "85c422ae-ead8-4c47-9ad8-916bb2156223", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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kmean_inmean_outmean_xtra
00122.20316123.01343482432205122.84915667218301
11374.7068374.86894913237956374.7010015098805
22582.65515582.956113011005582.7885422042028
33234.15459234.3431215911475234.178792987438
4kmean_inmean_outmean_xtra
50582.8078585.1803500996468584.8981125876714
61234.23451234.303528511481234.02055815101698
72122.230225123.34755948793945123.06533824546656
83374.87192375.2136687682176374.93388460274764
\n", "
" ], "text/plain": [ " k mean_in mean_out mean_xtra\n", "0 0 122.20316 123.01343482432205 122.84915667218301\n", "1 1 374.7068 374.86894913237956 374.7010015098805\n", "2 2 582.65515 582.956113011005 582.7885422042028\n", "3 3 234.15459 234.3431215911475 234.178792987438\n", "4 k mean_in mean_out mean_xtra\n", "5 0 582.8078 585.1803500996468 584.8981125876714\n", "6 1 234.23451 234.303528511481 234.02055815101698\n", "7 2 122.230225 123.34755948793945 123.06533824546656\n", "8 3 374.87192 375.2136687682176 374.93388460274764" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# input kmeans\n", "in_ks = pd.read_csv(sfile.replace(\".nc\", \"_kmeans.csv\"))\n", "in_ks" ] }, { "cell_type": "code", "execution_count": 22, "id": "0b5624df-9778-4cbd-bec3-6b50918ccb4d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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kmean_inmean_outmean_xtramean_nc4
00582.8078585.1803500996468584.8981125876714585.1801125876708
11234.23451234.303528511481234.02055815101698234.3012125775295
22122.230225123.34755948793945123.06533824546656123.34646416649124
33374.87192375.2136687682176374.93388460274764375.2105049615562
\n", "
" ], "text/plain": [ " k mean_in mean_out mean_xtra mean_nc4\n", "0 0 582.8078 585.1803500996468 584.8981125876714 585.1801125876708\n", "1 1 234.23451 234.303528511481 234.02055815101698 234.3012125775295\n", "2 2 122.230225 123.34755948793945 123.06533824546656 123.34646416649124\n", "3 3 374.87192 375.2136687682176 374.93388460274764 375.2105049615562" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# careful! i chose 'run_02' then i must do 'in_ks.iloc[5:,:]'\n", "\n", "# merged IN/OUT KMEANS\n", "kkmm = pd.merge(in_ks.iloc[5:, :].astype(str), out_ks.astype(str), how=\"left\", on=\"k\")\n", "\n", "# how does that look like?\n", "kkmm" ] }, { "cell_type": "markdown", "id": "79db9fad-46a6-422e-b17f-2cedd9233050", "metadata": {}, "source": [ "For some reason, STORM struggles to reach the same accuracy when only dealing with 1 cluster.\\\n", "(do not mind the \"mean_xtra\" column)\n", "\n", "Plot the regions/clusters." ] }, { "cell_type": "code", "execution_count": 23, "id": "1da6efe3-e2e3-4aeb-a038-ab7b24d848ec", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "skams_x.plot(cmap=cmc.bukavu, levels=len(kmeans) + 1, vmin=0, vmax=len(kmeans))\n", "# skams_x.plot(cmap=cmc.hawaii_r, levels=len(kmeans) + 1, vmin=0, vmax=len(kmeans))" ] }, { "cell_type": "markdown", "id": "7bc9f97a-a3ff-43d3-a7ba-adf60b021eee", "metadata": {}, "source": [ "## QUANTITATIVE COMPARISONS ##\n", "\n", "We have visually examined STORM's output... and for better or worse, it does something... even though its stochastic framework hasn't been parameterized yet.\\\n", "But is it possible to somehow quantify the/that/those error(s)?\n", "\n", "We'll need several blocks from notebook [for_](./for_.ipynb) (as we need to read and plot the realization again); and from notebook [tre_](./tre_.ipynb) (as we'd like to have the HAD's SHP)." ] }, { "cell_type": "code", "execution_count": 24, "id": "498f123a-d229-4263-ba1d-8316e000f2fc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:   (x: 408, y: 470)\n",
       "Coordinates:\n",
       "  * x         (x) float64 1.342e+06 1.348e+06 1.352e+06 ... 3.372e+06 3.378e+06\n",
       "  * y         (y) float64 1.168e+06 1.162e+06 ... -1.172e+06 -1.178e+06\n",
       "    xomethin  int64 0\n",
       "Data variables:\n",
       "    rain      (y, x) float32 8.853 12.19 12.01 14.22 ... 527.5 527.5 526.5 526.5\n",
       "    mask      (y, x) uint8 1 1 1 1 1 1 1 1 1 1 1 1 1 ... 0 0 0 0 0 0 0 0 0 0 0 0
" ], "text/plain": [ "\n", "Dimensions: (x: 408, y: 470)\n", "Coordinates:\n", " * x (x) float64 1.342e+06 1.348e+06 1.352e+06 ... 3.372e+06 3.378e+06\n", " * y (y) float64 1.168e+06 1.162e+06 ... -1.172e+06 -1.178e+06\n", " xomethin int64 0\n", "Data variables:\n", " rain (y, x) float32 8.853 12.19 12.01 14.22 ... 527.5 527.5 526.5 526.5\n", " mask (y, x) uint8 1 1 1 1 1 1 1 1 1 1 1 1 1 ... 0 0 0 0 0 0 0 0 0 0 0 0" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "RAIN_MAP = \"../realisation_MAM_crs-OK.nc\" # with interpretable CRS\n", "SUBGROUP = \"\"\n", "CLUSTERS = 1 # number of regions to split the whole.region into\n", "\n", "# OGC-WKT for HAD [taken from https://epsg.io/42106]\n", "WKT_OGC = (\n", " 'PROJCS[\"WGS84_/_Lambert_Azim_Mozambique\",'\n", " 'GEOGCS[\"unknown\",'\n", " 'DATUM[\"unknown\",'\n", " 'SPHEROID[\"Normal Sphere (r=6370997)\",6370997,0]],'\n", " 'PRIMEM[\"Greenwich\",0,'\n", " 'AUTHORITY[\"EPSG\",\"8901\"]],'\n", " 'UNIT[\"degree\",0.0174532925199433,'\n", " 'AUTHORITY[\"EPSG\",\"9122\"]]],'\n", " 'PROJECTION[\"Lambert_Azimuthal_Equal_Area\"],'\n", " 'PARAMETER[\"latitude_of_center\",5],'\n", " 'PARAMETER[\"longitude_of_center\",20],'\n", " 'PARAMETER[\"false_easting\",0],'\n", " 'PARAMETER[\"false_northing\",0],'\n", " 'UNIT[\"metre\",1,'\n", " 'AUTHORITY[\"EPSG\",\"9001\"]],'\n", " 'AXIS[\"Easting\",EAST],'\n", " 'AXIS[\"Northing\",NORTH],'\n", " 'AUTHORITY[\"EPSG\",\"42106\"]]'\n", ")\n", "\n", "\n", "# this fast-tracks the generation (for this notebook) of coordinates\n", "yyss = np.linspace(1167500.0, -1177500.0, 470, endpoint=True)\n", "xxss = np.linspace(1342500.0, 3377500.0, 408, endpoint=True)\n", "\n", "\n", "# read the shape\n", "# catchment shape-file in WGS84\n", "SHP_FILE = \"../model_input/HAD_basin.shp\"\n", "wtrwgs = gpd.read_file(SHP_FILE)\n", "\n", "# re-project it\n", "wtrshd = wtrwgs.to_crs(crs=WKT_OGC) # //epsg.io/42106.wkt\n", "\n", "\n", "# create an empty numpy\n", "void = np.empty((len(yyss), len(xxss)))\n", "void.fill(np.nan)\n", "\n", "# create an empty xarray\n", "void = xr.DataArray(\n", " data=void,\n", " dims=[\"y\", \"x\"],\n", " # name=\"void\",\n", " coords=dict(\n", " y=([\"y\"], yyss),\n", " x=([\"x\"], xxss),\n", " ),\n", " attrs=dict(\n", " _FillValue=np.nan,\n", " units=\"mm\",\n", " ),\n", ")\n", "\n", "# append the CRS\n", "void.rio.write_crs(rio.crs.CRS(WKT_OGC), grid_mapping_name=\"spatial_ref\", inplace=True)\n", "\n", "\n", "# read the netcdf file (via rioxarray)\n", "xile = rio.open_rasterio(RAIN_MAP, group=SUBGROUP)\n", "\n", "# REMOVING the annoying BAND dimension (assuming we only have ONE band!)\n", "if \"band\" in list(xile.dims):\n", " for x in list(xile.data_vars):\n", " # https://stackoverflow.com/a/41836191/5885810\n", " xile[x] = xile[x].sel(band=1, drop=True)\n", " xile = xile.drop_dims(drop_dims=\"band\")\n", "\n", "# look up for the CRS?\n", "xvar = xile.rio.grid_mapping\n", "# actual crs\n", "xcrs = xile.rio.crs\n", "# # trasform4fun\n", "# xtra = xile.rio.transform()\n", "xile.close()\n", "\n", "\n", "# xcrs.is_geographic\n", "# renaming coordinates for 'easy' reprojection?\n", "# https://www.geeksforgeeks.org/python-get-dictionary-keys-as-a-list/\n", "c_xoid = list(void.coords.dims)\n", "# ['y', 'x']\n", "# ['lat', 'lon']\n", "c_xile = list(xile.coords.dims)\n", "# ['lat', 'lon']\n", "# ['band', 'x', 'y']\n", "\n", "# https://stackoverflow.com/a/176921/5885810\n", "c_ids = list(map(lambda i: c_xile.index(i), c_xoid))\n", "\n", "# assuming LAT goes first\n", "# https://www.geeksforgeeks.org/python-convert-two-lists-into-a-dictionary/\n", "# https://stackoverflow.com/a/56163051/5885810 -> rename coordinates\n", "# https://stackoverflow.com/a/51988240/5885810 -> slicing lists\n", "xile = xile.set_index(\n", " indexes=dict(zip(list(map(c_xile.__getitem__, c_ids)), c_xoid)),\n", ")\n", "\n", "\n", "# reprojection happens here\n", "rain = xile.rio.reproject_match(void, resampling=Resampling.nearest)\n", "\n", "rain" ] }, { "cell_type": "markdown", "id": "9fa48f6f-714f-404e-81b2-effefe926bb6", "metadata": {}, "source": [ "Check that we have what we need." ] }, { "cell_type": "code", "execution_count": 25, "id": "1b2c6404-93e9-47e0-a12b-87fbcc5d39d8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(dpi=150)\n", "ax.set_aspect(\"equal\")\n", "\n", "# realization in local CRS\n", "rain[\"rain\"].plot(\n", " cmap=\"precip2_17lev\",\n", " levels=10,\n", " vmin=100,\n", " vmax=1000,\n", " add_colorbar=True,\n", " # robust=True,\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c77bf816-f9e2-4508-aef2-69ce73cfa458", "metadata": {}, "source": [ "Trim rainfall outside the HAD." ] }, { "cell_type": "code", "execution_count": 26, "id": "50a5f6f2-e345-4fc1-8cc0-728b826f9158", "metadata": {}, "outputs": [], "source": [ "# update rain\n", "rain = rain[\"rain\"].where(~skams.isnull())" ] }, { "cell_type": "code", "execution_count": 27, "id": "495aecba-8be5-493d-b9d5-55c32b588ad4", "metadata": {}, "outputs": [ { "data": { "image/png": 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UarW6yJSP27dvAxAYGKhgS4UQQgghhNJkypMosW7dugEY3G/CmMaNG1OzZk3u3bvHnj17ipzXTnVq3ry5Ek0UQgghhBA2IgGFKLH777+f2NhYtmzZwksvvVQkBWZ+fj5//vknO3bs0Duu3UF4/PjxeusrDhw4oEvfOGbMGBu3XgghhBBClISsoRAG/fbbb7z//vu6r/fs2YNKpSImJkZ37K233qJ3796AZmO7Bx54gKNHjxIWFkbTpk2JiIjgn3/+4fTp0yQmJjJjxgxd1hvQBBqPPPIIv/zyC2FhYbRt25a0tDR27dpFdnY2o0eP5ptvvrHbMwshhBBCCMvJGgphUGJiYpGpSGq1Wu9Ywd1qK1SowO7du/n6669ZunQp+/btIzs7m0qVKtGsWTP69u3LkCFD9Orz8PBgyZIldO7cmblz57J582ZUKhUtW7ZkzJgxPPnkk7Z9SCGEEEIIUWIyQiGEEEIIIYSwmqyhEEIIIYQQQlhNAgohhBBCCCGE1SSgEEIIIYQQQlhNAgohhBBCCCGE1STLk9CpWLEi6enpVKtWzdFNEUIIIUqVy5cvExAQwPXr1x3dFCEsJiMUQic9PZ2cnBxHN0MIIYQodXJyckhPT3d0M0osKysLlUqFSqXi5s2bjm6OsBMZoRA62pGJEydOOLglQgghROnSsGFDRzdBEbNnz9b9/b333tP7WrgvGaEQQoiSkK18hBACgDt37vDKK6/ovv7iiy84c+aMA1sk7EVGKIQQpVNuPpy8DanZkJbzv8///p6eA7fuQadIUAMD1kCbSppy2vhB9b8/D96EfY9BuC9E+DvgQYQQwjn897//LXLsjTfeYPny5Q5ojbAn2Slb6GiHW2XKk3Bbmbmk/n4Z7zXn8Txxi7zGEeSH+aIO9EYd4EVgWS8I/N/n71T45iicSoLf+0H36obrbPQ9XEiFnDxIHgv+XnZ9JCGEe3D138EXLlygVq1aBs/t2LGDdu3a2blFwp5khEII4dZuX8/C+48LeK89j8c/aZTpXI17z0STFx0BKs0wQ7if5tpb99D7mtGN4HwKNCxn/Aa/9tX8+dAq+OEveLaJTZ5DCCGc2f/93/8ZPde+fXvy8/NRqVRGrxGuTQIKIYTbuX0pHe/f/sZn7XmC7+WS/UAN0t9uS36dspZV5FvGdDABUCtE8+eqh6HTLzCqEXjK8jQhROmxf/9+fvrpJ5PXLF++nEGDBtmpRcLeJKAQQriX6+mE9F9F5vBGpM3qRn7lQPvct25ZyMyDjFwI8rbPPYUQwsHUajWtWrUq9rrBgweTlZWFt7f8/9EdyWs0IYRbyXxlB+nvtydzdLTZwcSte5pPuF+B6U7WyFdD2FcwYRsM/wOaL4Ibrp9XXgghjPntt9/MvnbOnDk2bIlwJAkohBDuIy4BVU4eOV2NLKC2tUsjYVpHTeaocr7g6wmRczVZok7chkM3IS/fMW0TQgiF5ebm8tBDD5l9/fjx40lJSbFhi4SjyJQnIYRbuJWSR8jEnaT/2Lvkdd3T/9rsUYsQHxjfTP9Ybj7UmgePr9Okmj2TDAFlYGIreCQKqthpSpYQQihs3rx5Fpf56KOP+PDDD23QGuFIkjZW6Lh6yjpRuqV/uB91GQ8yn2uueN0lmgZlyKbLMOcobEmAG8+Ch2Q+EaK0c7XfwWlpaQQFBVlV9vLly1StWlXhFglHkilPQgiXdytdTcDbO8l8NtrRTTFPbDVY2lszYvHQarib7egWCSGERaZNm2Z12UmTJinYEuEMJKAQQrg83zlHyC/nB16eitZb4kXapqhUcGq4JqgI+0qzxkIIIVzA9evXmTx5stXlv//+ew4fPqxYe4TjSUAhhHB5HtfSSH/fBXdhDfOFtf3gw3bQ9EdIyXJ0i4QQoljvvPNOieto1qxZ8RcJlyEBhRDC5eU2icDzrzuObob1XmkJ/WvD3OOObokQQpj0119/8c033yhS1x9//KFIPcLxJKAQQrg8j9RsPK67+H4PE1rA6zvg+C1Ht0QIIYxq0KCBYnX16NGDvLw8xeoTjiMBhRDC5fks/oucDpGObkbJ3F8JPm4PzRbBSVlPIYRwPtu2bVO8zu+//17xOoX9SUAhhHB5+VUC8Uh1g/UHE1rAB23hP5sc3RIhhNCTn59P586dFa/36aefJiMjQ9E6Dxw4wEcffcSAAQOoUqUKKpUKX1/fYst9//33xMTEEBgYSFhYGL169WLXrl0my+zatYtevXoRFhZGYGAgMTExLFy40GSZhIQEnn76aSpXroyvry/16tXj7bffJjMz06LndCYSUAghXF7Giy0ImLSDMnuv6R3fe8zwx6m91Bx2XYP/2+nolgghhM7SpUttVvdnn32maH3vv/8+b7zxBitXruTq1atmlZkwYQLDhg3j+PHjdOvWjZiYGDZs2EDHjh1ZuXKlwTIrV66kY8eOrF+/niZNmtCjRw/Onj3L8OHDmTBhgsEy58+fp3nz5syfP59y5crRt29f8vLyeP/99+natStZWa75ckw2thM6rrapjhBat+6Bz8Lj+P93N0mnR+mOGwseYhqbV6/NUsYW5580qPEdDK0HP/Z0UCOEEPbkzL+Ds7KyzHrDXxI3btygfPnyitT18ccfk5GRQatWrWjVqhUVK1bEx8fH6AjA5s2biY2NpVy5csTHx1O3bl0A4uPj6dy5M35+fly4cIGyZcvqyiQlJVGzZk1SUlJYvnw5AwYM0D1H+/btOXfuHJs3b6ZLly569+rUqRNxcXGMHz+emTNnApCbm8uQIUNYuXIlb7/9Nu+++64i3wd7khEKIYTLC/eDrKca4nktHfLyHd2ckqsSCLfGwNIzkvlJCOFwX3zxhc3v8d577ylW18SJE3n33Xfp06cPFSpUKPZ67SZ9kyZN0gUTAG3atGHMmDGkpKQwb948vTJz584lJSWFvn376oIJgAoVKjB16lQApk+frldm3759xMXFUb58ed01AGXKlOGrr77Cy8uLWbNmkZOTY/lDO5gEFEIIt6BK+t8wcbYmoDA0OhHT2PzRCYcL8YG4IZr1FNmSBUUI4RhJSUm8/PLLNr/PF198wZkzZ2x+n8IyMzPZtEmzbm3QoEFFzmuPrVmzRu/42rVrjZbp3bs3vr6+bNy4UW9URFvmoYcewsfHR69MhQoV6NChA0lJSezc6XpTXiWgEEK4Bc9zSQAEvrLFaDDhctpUgi6R0PdXkNmpQggH+OCDD+x2r9dff91u99I6deoUWVlZREREEBlZNFtg8+bNATh69Kjece3X2vMFeXt706hRIzIzMzl9+rTu+JEjR4yWKXhce50rkYBCCOEWQjtVggOP4fvDSXr0+4Ze7WbS/cWltPG+45rBhNbS3nAhBcrPgbvZjm6NEKIUuXDhgm46kD2sXLnS7m/nL1++DGAwmAAICAggNDSUpKQk7t69C0BqairJyckmy2mPa+s3516GyriKMo5ugBBCKKZJBOS8gEdePvz6Nzk7r1O21Q/cvvQs6rLmLSh0xELsW/dM3LusL5waDr1Xwf0/wfGnQKWyY+uEEKWV0tmXzNGjRw+qVatm8JwtFqynpaUB4O/vb/SagIAAkpOTSUtLIygoSFfGVLmAgAC9+s25l6EyrkICCiGE+/H0gP518O9fh+zTdyjb8nvuftmdnAdrFltU27nXclimp8JWPwyBszWLtEe78pCLEMJVpKSkAPB/gLcd7vcJ2H3nbG2yU5WJFzWFE6KakyDV0DXF3cuVE69KQCGEcGupSx7C9+vDBD+2loz/u597E1o5uknWKeMBO4ZCmyUwoqHmayGEcDMtWrRg+/btdrtfUFAQAOnp6Uav0W68FxgYqFdGey44OLjYMubcy1AZVyG/kYQQbi08QEXgy81IOvAUAZN3UWbnP8WX8bPvyITZ92tZAdpWgnZLYf4J+HQ/HLpp8/YJIYS70k6vSkhIMHg+PT2d5ORkQkNDdQFBcHAwISEhJstpjxecvlXcvQyVcRUSUAghSoWw+0K4OyuWoP/8aXbGJHsFFYWnWZm0pi8MqQfPbIQ3dkLMT7DxEtzLlUxQQghhoaioKHx8fEhMTDTY0T948CAATZo00TseHR2td76gnJwcjh8/jo+PD1FRUWaVMXUvVyABhRCi1Aga3QDPi6mazrcB2gDi1j0LO/klZFHgEuwDL7eAnBc0nyW9oOcqCP4C/GfDl66XblAIIRzFz8+Prl27ArBs2bIi57XH+vTpo3e8d+/eRsusXbuWzMxMYmNj9XYY15ZZs2YNWVlZemVu3LjB9u3bCQkJoX379iV4IseQgEIIUXp4epDboBzeGy46uiXKGVgXssdrPvsfgxe2wif7Hd0qIYRwGRMmTABgypQpnD17Vnc8Pj6eOXPmEBwczMiRI/XKjBo1iuDgYFavXs2KFSt0x2/evMlrr72mV69WTEwM7dq14+bNm0ycOFF3PDc3l7Fjx5KTk8Pzzz+Pl5eX4s9oaxJQCCFKlbz7ylHmsOF1BwXTt9pzDYWh0RCLRklUKs2nYTm48DS8uRPirynaRiGEcBW//fYb999/v+4DkJ2drXfst99+013frVs3XnjhBW7fvk3Tpk3p168fvXr1omPHjuTk5DBv3jzCwsL07hEWFsa8efPw8PBg0KBBdOnShcGDBxMVFcW5c+cYP348sbGxRdo2f/58ypUrx8yZM2nSpAmPPPIIUVFRrFixgtatW/N///d/tv3m2IgEFDZy4MABPvroIwYMGECVKlVQqVR6w16WSk5O5sUXX6R69er4+PhQvXp1XnjhBd3GKkII86huZaAOtEcCRAeJDILvukPHn2FH8QvQhRDC3SQmJrJnzx7dBzQpWQseS0xM1Cvz2WefMX/+fO677z42bNjArl27iI2NZdu2bQwcONDgfQYOHEhcXBwPPvgghw8f5vfff6d27drMmzePmTNnGixTt25dDh06xPDhw0lMTGTlypWoVComTZrEli1bStRXdCSV2pWT3jqxfv36sXr1ar1jPj4+ZGZmWlzX7du3adOmDWfPnqVWrVq0bNmSEydOcOLECerUqcPu3bspV65cidvcsGFDwDYbxwjhNLxmcufUSPIrG0/L5wx7T5jc7M4c3x2HMZsg4znw8lSsXUII23DG38HDhw9n4cKFdt2Homn79nZNGyuUISMUNtKmTRvefvtt1qxZw/Xr10tU10svvcTZs2cZMGAAp0+fZunSpRw/fpznn3+ec+fOFZmjJ4QwLvPJBqjumJ5LVHC6kb0XaBtqi6FjxbZpZCNoXh7qzIe686HqtzJiIYQQwiZkYzsbKbjYpiSuX7/OokWL8PLy4ssvv6RMmX//k33yyScsWbKERYsWMXXqVCpUqKDIPYVwZ74V/WD6ftLm9XR0U8xmdUCzuCes+RuGN4Slp6HLMvj7aagaVHxZIYQQwkwyQuHk1q1bR35+Ph07diwSMPj4+PDQQw+Rl5fHunXrHNRCIVzMxFb4Ljtj1qUlnnZkY8UGGrVD4cXmEOoDzzaBd+6HWvPgQoo9mieEEKKUkIDCyR05oskp37x5c4Pntce11wkhjEv94TT33tqN2s+ywVlrRgiUmiZVXDBj0X0mtYbH68NUSSsrhBBCORJQOLnLly8DEBkZafC89rj2OiGEcf6f7kMd4EXqsr5ml7E2haxSoxrmBAwWBRVTO8Bfd6xujxBCCFGYrKFwcmlpaQD4+/sbPB8QEKB3nTm0mSQKO3/+PLVr17awhUK4iJO3KXPyNsm7HgcPlaNb4zjlfGHnVfjxL3jiPke3RgghhBuQgMLJabP6qlSGO0CS9VcI8+QO/o28XrXACWOJW/eKjmgYGuEofJ1V06o8PTQ7ardcDA/XgmAfKyoRQggh/iUBhZMLCtJkY0lPTzd4PiMjA4DAQOM59QszluPa2MiFEO7g3ostCBy/Ga/1F8jpWcvscgU77dZMYzJVXsm1GYaCEqOiI2BoPVhyBp5pbHkjhBBCiAIkoHBy1apVAyAhIcHgee1x7XVCCAMuplLmSCLqsj543LF8c0lraDv4SmaIMhaQWHWPoVHw+4USt0kIIYSQRdlOLjo6GoCDBw8aPK893qRJE7u1SQiXsuQ01J2P58UUUlb2J2tofUWqNba5XOFN8cw9Z0n9imhbCfbdUKgyIYQQpZmMUDi5Hj164OHhwfbt27l58ybly5fXncvKymLNmjV4eHjQs6frbNIlhF09uR6eaUzq1C6KLMa2tEPvyF22TSrnB6fuwL1csDCNrhBCCFGQjFA4idmzZ1O/fn3eeOMNveOVKlXi0UcfJTs7m7Fjx5Kbm6s799prr5GYmMhjjz1GxYoV7d1kIVzDuGjoUEWxYEI7jakkU5nMCTKM3UPRTfZ61oB//pchLjMXAmfDx/sUvIEQQojSQF5L2chvv/3G+++/r3csOzub+++/X/f1W2+9Re/evQG4desWp0+f5tq1a0Xq+uyzz9i9ezfLly+nfv36tGzZkhMnTnD8+HFq167NjBkzbPswQriqJ9drpjxl50HfKEe3xvncXwka/wC+nlAjGLLyYNIu6FMLGpZzdOuEEEK4CAkobCQxMZE9e/boHVOr1XrHEhMTzaorPDycffv28c4777Bq1SpWrlxJhQoVeO6553j33XcJCwtTtO1CuI3cfHiuKUzrCFnKVGkqy5LLebmF5nPituZ7Vb8sLD0DTX+EzYM0IztCCCFEMVRq2chA/I82bayxtLJCuJzTSdDoezj+FLeqlbXJLcL9iqaGtSa4UHQqU0ktOgXD/4CLI6GK+SmphRDWc8bfwcOHD2fhwoX8H+Bth/t9AjRt357t27fb4W5CSbKGQgjhvqLKwkvN4b97bXYLQ5mcXN7j9TUjF92WwbKzkJfv6BYJIYRwYhJQCCHc24qzmsDCyTldIPJeG3gkCqYdgLZLHd0aIYQQTkwCCiGEe2tVET47iOq2s/XYnZy3J7zTBtb3h4M3QWbHCiGEMEICCiGEe/uhBwypR7ma3+Cz4LijW+N60nI0fyZKQCaEEMIwCSiEEO6tjAfM7AyAz+pzDm2KtRw6HapKoGbq06RdRc9dTYMb6fZvkxBCCKciAYUQwv3laBYVp/7ysIMbYjmnWFsxuhEkZcLGS/9uhAcwYA3ELod1F2RKlBBClGISUAgh3J922k4Z1/tfXkl35VZEhD8cvQXv7YGn1kNatibz0+FEzZSyh3+Fpzc4uJFCCCEcRTa2E0K4Pw8V+YFejm6F2Qrva+Fw94XB6eGav68+Dx1/AW8PeKOV5tzV0RD9o0ObKIQQwnEkoBBCuL+kTDy0oxRO7Na9ogGEoWMO1be25lOQbxnN6M+uq9C2smPaJYQQwmFcb/xfCCHMdOtOLqlLzkL9hdz7T1NHN8cshtZMOMU6iuJM6widftFfYyGEEKJUkIBCCOG2PK+kEvzk72Q+1ZD0jzs5ujnubXA9eL6p4WxQQggh3JoEFEIIt6X29iSvRjBps7sBsPeY5iNs5O374ce/NNmghBBClBoSUAgh3JenivwIf0A/kHDFwMIlpj2F+sDyPtBzFVxMdXRrhBBC2IkEFEIItxVWJwivfdc5ukE6t3bzcG14qTnUnQ/pzr8QXgghRMlJQCGEcFvJO28AoC7j6eCWKMMlRikAPm4PA+tA9A+QLxveCSGEu5OAQgjhtkJDNIFEwJUkB7eklFGpNBve3bwHPp/DT6cc3SIhhBA2JAGFEMJ9NYng5PMdCD153dEtKX28POHvp6FWCPwhi7SFEMKdSUAhhHBrmeWDiPracCpT7eJsV1yk7RLC/WDDAFh0ShZpC/c3+zA8vg5upDu6JULYnQQUQgi3lTb9MM3f+p0zo9s4uimKcKods81VLVizSHv6AUe3RAjl5avhbBL0XAnHbkGwN0TOhUd/hzd3wB8XITff0a0UwubKOLoBQghhK96/n2f37IHcaRbp6KaUbi82g7ZL4fMujm6JEMpIz4ExG+FUElQOgLdaQ9vKmnNvtILzKfDnJZi4A07chv+2gwnNNeuLMnPB38ux7RdCYRJQCCHclurATVJfD3d0M0rMJUcmCqocCF4ekJOnWVshhKu7byG81wYW9gAPlf65asGaT5eq8GF72HUVRm+A745DeX+IvwbdqkGDMLiTBV90kQBDuDwJKIQQ7ud6Onm155NWN4LcYF+zi+09BjGN9ddTxDS2QftKo/plYeBa+LWvo1siRMlcTIXocBje0Lzr21aGE8P+/To9Bxafguvp8OMpONAQOlSxTVuFsBNZQyGEcD9X0/HMziP+m6GObonQ+qkXrLsIt11lMw0hjDiXBM3KW18+wAtGN4a37oc7mZp1F0K4OAkohBDuJ/B/0wdkUzXnEfi/TtOVNMe2Q4iSOpwI0RElr0ethiBvZeoSwsEkoBBCuJ0L7x3j70ebF53bXAyZ3mRjoxvB4ZuOboUQ1svLh+XnoH3lkte1/R+4m13yeoRBu3fvpm/fvoSHh+Pr60u9evWYNGkSGRkZRst8//33xMTEEBgYSFhYGL169WLXLsNpx7V27dpFr169CAsLIzAwkJiYGBYuXKj04zg9CSiEEG7HPyEZz6xci8vJfhQ2VjVIk1pTCFe14CTUCYUKASWvq2E5qOBf8npEEYsWLaJ9+/b8+uuv1KhRg169epGZmckHH3xA27ZtuXv3bpEyEyZMYNiwYRw/fpxu3boRExPDhg0b6NixIytXrjR4n5UrV9KxY0fWr19PkyZN6NGjB2fPnmX48OFMmDDB1o/pVCSgEEK4HXUZD5IbVHR0MxRz657m4/IS70HtUEe3QgjrbLkCP/wF33ZTpr5hf0DLCsrUJXQSEhIYNWoUeXl5zJs3j/3797NixQrOnj3L4MGDOXLkCK+99ppemc2bNzNjxgzKlSvHkSNHWLVqFevXrycuLg5PT09GjBhBUlKSXpmkpCRGjBhBXl4ey5YtY+vWrSxbtoxTp05Rp04dZsyYwZYtW+z56A4lAYUQwu2k1o0g8Je/2HsA3cfVuXzqWIC5x6FNJUe3QgjLnEmCgNman99feoOvAgkyf/wL/rgEX3QteV1Cz4IFC8jMzKR79+6MGDFCd9zHx4cvvvgCf39/vvvuO27fvq07N23aNAAmTZpE3bp1dcfbtGnDmDFjSElJYd68eXr3mTt3LikpKfTt25cBAwbojleoUIGpU6cCMH36dJs8ozOSgEII4XY8M3O5WUmz/0RMC83HmVgTHLj0KMWpOzDrMNzLhaayAFW4CLUaXt+hGUlY8zAs6gkRCkxRysuHEX/C0l5QJbDk9Qk9Bw5o3iB17ty5yLmIiAgaNGhATk4Ov//+OwCZmZls2rQJgEGDBhUpoz22Zs0aveNr1641WqZ37974+vqyceNGMjMzrX8YFyIBhRDC7WSF+ZNQw32mPLmcfDXMOw6D1kK35dD4B7iaBnFDNDsFC+Hs4q9B7HJNWtcdQ6BrNeXq/va4ZnftAXWLv1ZYLD09HYCyZcsaPB8WFgbAkSNHADh16hRZWVlEREQQGRlZ5PrmzZsDcPToUb3j2q+15wvy9vamUaNGZGZmcvr0aSufxLXIxnZCCLeTE+hDfd8sAhQYmdBudqeEgiMTBf9e3MiDy013emYjrDoHX8ZqdgQO9oYy8v5KuICNl2D+Sc1+Ke+3hXYKZHMq7PktsPBB5esVgGYUAuDSpUsGz2uPX7x4EYDLly8DGAwmAAICAggNDSUpKYm7d+8SFBREamoqycnJJstFRkayf/9+Ll++THR0tLWP4zIkoBBCuJ2s8ADqf7mDK32dOw+suVOYCl7n9MHFN8dg4Um4OlqZ6SFC2Mr+G5qsY54qKO+v+bk9lwzfdCvZxnXFGdkIqgXZrn4Xd+DAARo2NLwL+YkTJ4ot36lTJxYvXsxPP/3Ee++9h7f3vxsH7t69WzdioM30lJam2RvH39/4/68CAgJITk4mLS2NoKAgXRlT5QICAvTqd3cSUAgh3E7Mf6rChFt4Jd8jJ7TkPXBtKtmSjlTculeygMDpg4kb6TBuM2waKMGEcB45eZCV9+/minn5MCEOvjwCb7XWZB+r4A+dImFxT9tPy9tzDYbWs+09FDYcsMe/6NlASbvfjz/+OB988AGXL1+mb9++fPrpp1SrVo2dO3cyevRoypQpQ25uLh4emlFTtVqzAarKxH937TXGvjanjLuTgEII4X7KeJDQ6z6q/HGKi0ObObo1OoUDAreZ9nQ9XbPwevBvMKoRdDQ8BUAIu7mTCWv+huVnYd1FzbG6oZqRiEupmh2qLzwNkXYeKVCr4fhtuF+ynRnTokULtm/fbnX5gIAA1q5dS58+fVi/fj3r16/XnatWrRoTJkxg6tSpujUWQUGanwHt2gtDtJvhBQYG6pXRngsODi62jLuTgEII4ZbCIzy4l5bl6Gbo0QYNTh0cmEOt1uTjP58C6Tkw8xA8eR+80gJebeno1onS7l4uVJgDD9fSbKZ44ilNMJGU5fj1PMdvQ1kf8JPuly01btyYU6dO8csvv7B//35yc3OJjo7mscceY8qUKQC6aVXVqmkW3CckJBisKz09neTkZEJDQ3WBRHBwMCEhIaSkpJCQkECDBg2KlNPWp63f3clPtBDCLaWcy+D6KOdbCOfywcQfF+E/m+BKGjzdENJyYPMg6FDF0S0TQhPsvrwNmoTD8of0z4X5OqZNBW28DH1rO7oVpYKfnx9PPfUUTz31lN7xjRs3Av+mlY2KisLHx4fExEQSEhKKLLI+ePAgAE2aNNE7Hh0dTVxcHAcPHiwSUOTk5HD8+HF8fHyIiopS8rGclqTdEEK4pZwgXwL+SXZ0M9zLlbvQZzV80A4ynoM53TS5+SWYEM7gahpU/AZ+Og0/9XJ0awyrGgQNyjm6FaXWtm3bOHjwIA0bNqRdu3aAJvDo2lWzweCyZcuKlNEe69Onj97x3r17Gy2zdu1aMjMziY2NxdfXCQJZO5CAQgjhlm63rErV1ccd3YwSC/dzolGNmYegX214tD54eTq6NaK0y8yF/r/CU+s1o2bVv4OHasHt/0A9w3sQOFwFf7iZ4ehWuL3Dhw+Tm5urd+zgwYM89thjqFQqZs2apXduwoQJAEyZMoWzZ8/qjsfHxzNnzhyCg4MZOXKkXplRo0YRHBzM6tWrWbFihe74zZs3ee211/TqLQ1kypMQwi1d61KH6Cl/EnLiOikNS7bJnS32oVDiOrv64S9NQPHXsOKvPXUHLqRAz5q2b5dwXfdyYclpTQrVzpHgacY7znw17LkO6y/Cf/dqyj1+n2ZdwrttNIuui2EoAYLd/s1VD4JPD2j2uJC9WWzmxRdf5OTJkzRt2pTw8HAuXrzInj178PDwYM6cOXTp0kXv+m7duvHCCy8wc+ZMmjZtSvfu3cnOzmbDhg3k5+ezaNEi3YZ4WmFhYcybN48hQ4YwaNAgOnXqRHh4OBs3biQ5OZnx48cTGxtrz8d2KAkohBBuqUdHLw6+34t2zyxl2+KnUHuqyIgMtaoupTa3M7UoO9yv5GllbeqlrfBlV6gdoukEpmbD2STNjsKeKsj/33W7r/1b5vYYCPZxRGuFs5p9GL44DOH+kHBX87OjUsHFVM3C6Z414LmmUDPk3zL3cjUB7aK/4OQdzcLqF5rBgcegSUSJm2TXf3PVgqFrVQj6AlqUh4/aQ3uZMqi0J554gh9//JHDhw+TnJxMREQEjzzyCK+++ipNmzY1WOazzz6jadOmzJ49mw0bNuDl5UVsbCyTJk2iffv2BssMHDiQuLg4pkyZwu7du8nOzua+++5j3LhxjBgxwoZP6HxU6tKWKFcYpc14YM7GMUK4iouPbKXaqmN45OVzZuT9nHu6tdV12XukwqHaLNGMNLzUHHrUgHZLNW9XL92F8n7wYXsI9ILG4VA7FDz+l8P9ahpk58MHe+BuNizu9e85Ufrcvgev74AFJzVfR/jB2n7QvNDGcXn5cOw2fH5IEzyU94OnGsCOq5ogtWMV+L8Y6Fy1xD9PTpGi+XwydPgZJrbSBEc45+/g4cOHs3DhQs5in30omgJR7duXKG2scAwZoRBCuLUaSzoDneFmBtUbLypRQFGqVPSHqLJwOBHe36Pp4EX4w6qHoWE545t/Vf5fzvWvY6HOfIj4Gm4+a950FuFe7uVqFknHVoVzI6BSAHgbWXvj6QFNI2DeA/Bdd820pvhr8FIz6DlAkTSrTjUCWCVQs6HeU/c5uiVCKEICCiFE6VDeH4+sXLK++osjMZpf4jEt7N8Mp+nQFOfpRjBgDcx/AC7fhSOJkDDa/F2EPT3g76eh0ffQZZlmbvs33ZwjdaewrXw1PPY7LD8HfWrCiocs231apdJs/ObOm7/9dkGT2ras/HsQ7kECCiFEqXH1gShCb6c6uhmu4aFamo7ga3GaKUyfdrS8DpUKdj2imR//3m7NZmPHnoT6YcWXFa4pXw3hX2sWSSeOgVBZQ2PQuWQYXNfRrRBCMRJQCCFKjbLHrhEwVrO4LqYF7D3w77niRiuUWj/hUh6qpfmURIgPREfAsj6w8yq8uBUCvDSLUes6aWrP0iQ3H+Ycg59Oab4+cBNCvGF1X2htZna0jBz4Jw1SsmH0BsjJ00xxsmRUwk6KWz9hN5fvav5dCOEmJKAQQpQOt+4RfO4W+V6eoNYPJuzcDMCFpj4pRaXSZLNZP0CzLuOJ9TClLXSv7uiWlU5qNbyxE6Yd0Kxd6F5Nk361Xih8cxzaL9VkW/q0g2b62p+XIC4Bbmdq9lL4YK9mXUPlAEjKgraVNBmMeteEN2OKDSZK7b8DrUoBmnS5QrgJCSiEEKXD2r/J8/LkTvNIYiwsWipHJ2ypaQT8tx18tE8CCkf44S94+k9NmtZ/Rhfdu2FcNDxUE2KXa9K8giZd8PhmUCMEyqjg0OOQlafpFEcYzv9j7miAvRZLa1MzmzpvN+X94XyKHW8ohG1JQCGEKB26V8czJ4+gc4ncrWP+VAMJJmykS1V4J97RrShdTifBMxtg1zXYMdT0lKZqwXB2BFy5CzcyoGUFi25lSTBh6mt7dvLtOmrSIEyzMd+4aDvcTAjbk4BCCFE6VAmEzzrTYdhiti1+ivTq+vP3tVOgCq+l2Hvsf8clsFCWhwrScjTpQc2dqy+sl5Wrybj1bhvYMNB4+tbCqgZpPkYotSbBnmsbnGKaVUxFyMxzdCuEUIwkBhdClB7PaqKCskf/cXBDBKB5OztoDWy67OiWuL/oHzUL7N+MMT+YELbj7QnZElAI9yEjFEKI0iM9B4Cb7WoC+qMSxrI82Wpkwqk22XKU0Y2hY6TmzfndceArv5IUla+Ggzfh+S2a+frHnwL0p/aYMzJg7nWuwNC/OYf9W3TCLFhCWEtGKIQQpUZir98BqDtvD2A6kNDSTnmyhVv33KejZrWostCtGkzY5uiWuJ/Xd0C35ZrN5dLGQRnn/pUf7lf049a8PGSUQrgN5/6/ixBCKCUnj4i9mqk1+V4y5cOpLHgAvj0OJ247uiXuYedV8JqpydC0fQj8X2vw+Xf0x9LOursHvQ4LXFTA93856OZCKEsCCiFE6eDlCV90BcA72fwekizGtoMKAfB5Z2j6o7yxLamtV6DzL5qf9fTnoHG4biTM0MdRSt1ohCHvtoEvjzi6FUIoQgIKIUTp8UxjSBtHxJ5Ljm6JKOw/0ZqpTx/udXRLbEOttv09ZhyE7itgcU/Nz7rM0Xdu7SrDsVtwPtnRLRGixGQFnBCidPEpQ2ZEIGVSM8kN9nV0awDZNVjns86aBdpNy0Pf2o5ujTLuZMJ9CzV/DmugybJUK0TZe1xPh96r4OgtzcLrqLImRx8KrwuSUTgHOXkHKvrD+kswLtTRrRGiRGSEQghR6txuFklsv+/wTM92dFNEQVFl4deHYdBa2H/D0a0pufhrUGGOJjg6PRz+uAhRC8D3c9hhIHVxZi4cvwXLzkJuvnn3+PooVJ0LrSpC5vOa76Fwftl5mil+oxrB0HqObo0QJSYjFEKIUqfm4k7caX6DiN0XuR4rv8ydSs+aMKsLtFmi6YQr/TbfHvLy4bNDmixLX8VqOo0AV0Zr/lx4Erosg0oBUN4fosNh+z9wMVUz7WvDZc3Gf6eHQ43govX/nQK7rsJ7u+FCKhx5AhqUs6qp9hydKPUjcAV9eQRebAbvtHF0S4RQhAQUQojSJymTfJ8y+F9PdXRL9BScplKqO19jmkBatuZt/qlhUDvU0S0y3/cnYeQGaBIO8Y9AywpFrxnWQPPJyYPTSXApFV5rpT+68OxGqDsfbj4LZX01azAWnITntmjSjY6LhvfbwuB6muDDDHuPFQ0g7LUTfKn+eS5s11WYdgDOjXB0S4RQjAQUQohSJ63lz3gG+XCtc11HN8WoUr+u4pWWcDcH6i+Ew09AQ+vewNvVn5c0wcSSXjDQjJ8tL09oFK75FPZ1rCZwKD8HAr0gLQeiIzRTwmKrFbm8pBmbDAUbJVVqf3aLcy8XrmdA4Bear1c9BL1rObZNQpSQBBRCiFIlOXoJoZeT+D3uefB0/mVkpXrU4t02EOKtmWu+fQjcX8nRLTIsLRueWA+/XYAfesCAOiWvU6WC2V01n7RszdcBXiWvt4CSBhDaHbQL/1y6+74VJZKXr1lbA5qRpYktDY9iCeFiJKAQQpQqoW82gyfW45WWRU5I8T10W7y5FRaY0AKCvKHDz/DfdvBqS0e3CC6nwv1L/p2KlZKlmeKUOg78lP+1esvTW/OXEnbUtT/HSv08GwocJJgw4dBNiPkJ6oTAgcegSYSjWySEYiSgEEKULkOj+GfhBe77PI6jbz3o6NYIc4xuDB2qQOMfNBmQfn1YsxmeI2TnQe35MDYaZnZ2TBuE69l8GR5cCZ90gBebO7o1QijO+cf7hRBCYRmRIfgmppl9feG8/Y5Sqt/+1g+DjOc0f0bO1SxqtcdmcYWN2qB5wzyzc4mqKbxTtT12sy78c6zUz3XBdpbqna9NWXYWPmwnwYRwWxJQCCFKnfK7LpJePcyiMs4UVNiqw+n0vDxh4YOa6SJv7tRMg7KXG+ma/TF+Og0bBipevaEOeMHOuRId9MJTnWQqnx1VDYL7LPt/jhCuRAIKIUSpk/9dN6qvOEqb/JsWdaqcJagorFQFFaCZe37vedhzHVouNrxJnFI2XoL/bNKMilQOgNtjIDLIoipMBYGmAkNbBI4l/RkuHOTISISZQnzgz8uOboUQNiMBhRCi1CnbOoK7s2Mp2+EnPA9ZtiPz3mP6H+EgHirIGg/9a2s2iRu0VpOOUylqNfz4F/RcBa0rQsIo+LwLBPsYLWLrKUtKsMWohAQWZnioFlw1f5qlEK5GFmULIUqloGcbkZarpmynJai2PY+6jGu/XzGUvtNR7QA7tcVDBf/XGsY1hXZLoPY82PcYVAksWb0ZORAxB/w8YcMA6FxVkea6MmP/PUt1WmNL3MnU7GouhJuSgEIIUWoFjmsMP50k7HACt1sW3SysNDE3IDHUgVQ6fajFHdNQHzj2FDyzEWp8B7/0hr61NXs3GJOVC5uvwOJTmvnt5fw0GZyqBMIHe6Fledg2xORtnW30wRYkSFDIsVvQ2MAGhkK4CQkohBCl27NNaPDeNrYvetLRLREl4aGCud3hgeoweiMM/g2ebgi7r0FWnmbzsGblNZ26mYc0u1rHVoWuVaFigGavi0M34XamJhtP39qOfiLhTiL8wNNEgCuEi5OAQghRuj15H7mfHrWqqLNlyTE13cict+mWvnF3yjf0Q+ppPmeSNCMQ9cM0O2xfToUjiRCXAD1qaEYx/AvtPN3fsh2uTY3QlBYygmGmNpXgte2OboUQNiMBhRCi1As9dYOyR/4hKbqKze9VcCG3NiDR7sat1K7chqYvuVLn15w2FtuRrVdW89FqUwmGRpWoXYW5wveyJKwJFpxlLY/TCfaBk3c063MKB7JCuAHXXoUohBAKUA2sQ9N3/7C4nKVZngxtLGYowBCm2bvD6grZm2zBmmeUYMIIbQYyP3mPK9yTBBRCCPFlLL437xL563Gb3iamsemgQck0tObudeCKSmsH31Hke6uAi6nQqoLpRAFCuDAJlYUQItSHSwOjifo2noSHG5ldTMkRBVvsaSHTT0yTjrJp8rOjoB3/lDydsRBOTEYohBACuN6pDnneno5uhhDCHf1yBjpFOroVQtiMjFAIIQRw/+jKpH9o/juWkoxOaBdg21JpfLssIw62URp/lhR3I0OTfUwINyUBhRBCACTeIzfA2+zLS5KRydbBBEjnWljG3KBBptFZKS0HZPmEcGMy5UkIIYCjX15E7eX4/yXaI9gQJVda/ztJMGGlEB/55gm3JiMUQggBNPlwI4cm97D5fczpiBa+xt3Tybpi6lxXaadwEmeSQI2MUgi35fjXcUII4SRuxVSzaf2u9FZbu0dGcZ+S1CNEqZCdB1l54CHRhD3t3r2bgQMHUrFiRby8vAgLCyM2NpZly5YZLfP9998TExNDYGAgYWFh9OrVi127dpm8z65du+jVqxdhYWEEBgYSExPDwoULlX4cpycBhRBCAHdrhNFw2laLytirU+wMnW9Db+QteUuv3YOjYBlDgYUzPGtBpTUQkjU4CpJvpt398ssvtGvXjhUrVlC1alUGDhxIo0aN2Lp1K4MHD+b1118vUmbChAkMGzaM48eP061bN2JiYtiwYQMdO3Zk5cqVBu+zcuVKOnbsyPr162nSpAk9evTg7NmzDB8+nAkTJtj6MZ2KBBRCCAEkPNSQoL9vO7oZQgh3cyQRetd0dCtKjdzcXMaNG0d+fj5Llixh3759LFmyhLi4OHbs2IGvry9Tp07l/PnzujKbN29mxowZlCtXjiNHjrBq1SrWr19PXFwcnp6ejBgxgqSkJL37JCUlMWLECPLy8li2bBlbt25l2bJlnDp1ijp16jBjxgy2bNli78d3GAkohBACKHvkKqfGtnN0MxzO2Ft4Y8dMvbl3h7f5BUdWitvp3NUUXCMsu47bkL8XNCzn6FaUGqdOnSIxMZH69eszdOhQvXNt2rThwQcfRK1Wc+DAAd3xadOmATBp0iTq1q2rd/2YMWNISUlh3rx5enXNnTuXlJQU+vbty4ABA3THK1SowNSpUwGYPn264s/nrCSgEEIIIOzIP9yrFGxxueI6zUpNlXG1zrmhqUylacqQMwv3+zeYKPh3YSMRfrD2b0e3otTw8fEx67qwsDAAMjMz2bRpEwCDBg0qcp322Jo1a/SOr1271miZ3r174+vry8aNG8nMzDS/8S5MAgohhMjOwzslk7QaYYpXXfCNtju93TZEggbnog0WCgcNhkYiJLCwofvC4PJdGLLW0S0pFWrVqkWtWrU4deoUP//8s965+Ph4/vjjD2rWrEnHjh0BzYhGVlYWERERREYW3c28efPmABw9elTvuPZr7fmCvL29adSoEZmZmZw+fVqR53J2ElAIIcQfl0itEw4q5bOwFOxcO1NHWzIvOQ9jHfmSdvCtmb5kKABxVU4zhUulgtPDYftVBzekdPD09GTBggWEhIQwdOhQWrVqxSOPPEKnTp1o3749TZs25c8//8TbW7OR6eXLlwEMBhMAAQEBhIaGkpSUxN27dwFITU0lOTnZZDntcW397k72oRBCCE8VZdKzrS5uatfswlmNSqIku3MXFtPYOQKIgu1wljaVVLifMp1YW3WE3SFYcDlT90Prio5uhUs4cOAADRs2NHjuxIkTZtXRoUMHtm3bRv/+/dm/fz/79+8HICgoiG7dulG5cmXdtWlpaQD4+/sbrS8gIIDk5GTS0tIICgrSlTFVLiAgQK9+dycBhRBC1A3FIzsXgL0HIKaFg9tjQ87QYS8cFJWmaWGO4Og39Nr72yuQMfS89m6Dnnu5MPMQHHzcATdXRqU7YQQE2H4fDY9qdyC15PX89NNPjBgxgvvvv58lS5bQsGFDrl69yqeffsqUKVPYtGkT27Ztw8vLC7VaDYDKxAi19hpjX5tTxt1JQCGEEHVCyQmW17ZCCBuYtFOT5alxuKNb4hJatGjB9u3brS5/9uxZhg0bRoUKFfjtt990IwV169Zlzpw5XLt2jTVr1jB//nyeeeYZgoKCAEhPTzdaZ0ZGBgCBgYEAujLac8HBRRN6FC7j7mQNhRBCXE2H/71NcobRib0H/v0UOedm6x0KP4+7PJelbPnm3Jy6C6eNLenag8ILvu3F0aMxRVxLh88Pw7I+jm5JqbFkyRJycnLo0aOHLpgoaMiQIQBs3boVgGrVqgGQkJBgsL709HSSk5MJDQ3VBRLBwcGEhISYLKc9rq3f3ckIhRBC5OaTE6RJNWjNlCdzp+loryuu01zc/a2ZFuQMHXVju22X9mDi1j3DnW5brcWwV6fb6Tr39nYhBeotgCltoU6oo1tTamg78oZGDQoev3PnDgBRUVH4+PiQmJhIQkJCkUXWBw8eBKBJkyZ6x6Ojo4mLi+PgwYM0aNBA71xOTg7Hjx/Hx8eHqKiokj+UC5ARCiGEuJZOmXs5gGXBhDNtdGYsa5MzjWYYGo1wlrYpyZqOtKl5/45mSTsMrVWwR9Yoc0dU7Po9bb8URjSEia3seFNRsaJm8bt2IXZh+/btA6BGjRoA+Pn50bVrVwCWLVtW5HrtsT599EeZevfubbTM2rVryczMJDY2Fl9fXyuewvVIQCGEEC3KE3zuFqrcfIuKOaJDbCqbVEkCHGNTrBzBHYMMV6VEcGTLTrw1U7PsElT8fAZu3oOvY+1wM1FQ3759AYiLi+Orr77SO7d7925mzJgB6G9IN2HCBACmTJnC2bNndcfj4+OZM2cOwcHBjBw5Uq+uUaNGERwczOrVq1mxYoXu+M2bN3nttdf06i0NZMqTEEJ4at6teGTlEn/E2+xRCkeMTijV2XZ08GDODuPOMvojzFd4ZKLUupcLzzYGD9tnRhL6mjdvziuvvMKnn37K2LFj+eKLL2jQoAFXr14lPj6e/Px8nnnmGbp166Yr061bN1544QVmzpxJ06ZN6d69O9nZ2WzYsIH8/HwWLVqk21lbKywsjHnz5jFkyBAGDRpEp06dCA8PZ+PGjSQnJzN+/HhiY0tPQCkBhRBCvBJHVqgfeQHejm6JEMIdNCoH3x13dCtKrU8++YS2bdvy9ddfc+DAAU6fPk1QUBCdOnVi1KhRPPbYY0XKfPbZZzRt2pTZs2ezYcMGvLy8iI2NZdKkSbRv397gfQYOHEhcXBxTpkxh9+7dZGdnc9999zFu3DhGjBhh68d0KooHFBcuXGD79u1cu3aNrKwsg9eoVCreeustpW8thBAW2fxrKh2eXIRXRja7fhnu6ObYVUwL5UYpTNXjDFmzrGHq7bp2EXXB9QIFjym1mNpZGVtEbug6sN1IhVN/j88mQ7nSMXfeWfXv35/+/ftbVGb48OEMHz7cojLt2rVj3bp1FpVxR4oFFNnZ2YwaNYpFixYBpjf0kIBCCOFo6R8doOtbO8h4LYYND98P/9vUyBU6wEoEAgln9F/4RNb7N8sVWLg43URwYk19zs5YRiZj59yNuc/orN8Lm7frRjo8uR4+7WjjGwnhPBQLKN5++21+/PFHypYtyxNPPEG9evVKzWYeQgjXE/DWDuK/HERSdBW947bcKdvc9Q8FO+cF26LkugdtAGGqDZYGFYXLGztnLmdbR2HszbyxzEYFz7mywiMuxjrk5o5cOJpN26lWQ5358MR9ML6pjW4ihPNRLKBYvHgxoaGhHDx4kOrVqytVrRBCKO5Wuhr/SsFFggkw3fktaee24J4LJq9z4Nt8pe7t6iMSxQUChTvY7hA4GGPts9l6ypPTUauh/c+Qkw/zuutGPYUoDRQLKG7evMmDDz4owYQQwuldnn2Ouj6W/e+vJMGENSMTwjW5c2ChZSpQcJVRCpvotQr234Ck/0gwIUodxfahqF69Ounp6UpV5xYyMzN55513qFevHr6+vlSuXJmnn37a6DbtxtSoUQOVSmX0c+rUKRs9gRCu7+7ck+RFLeDunOPcytCs7Qq4ksytVtUc3DLjHPF2P6aFc44qONvmd4b2PXD3IMKSAMGeG9pp6zf0MbeNinlrF2y8DMljwd/LBjcQwrkpNkIxcuRIpkyZwpUrV6hatapS1bos7Q6Ju3btolKlSvTt25eLFy8yf/581q5dS3x8PLVr17aozmHDhhk8HhISokSThXBLfjP2kzm0PoEvbyXgje2wvj9pNcKodsiywF4IIQy6kwkf7YNjT4KfZOMXpZNiP/mvvPIKhw4domfPnsyePZtOnTqhKsVDfv/973/ZtWsXbdq04c8//9QtUJ8+fTovv/wyTz/9NNu2bbOozgULFtigpUK4qbx80j85RMCZJJJfbsW911vjs+QUQe2Wkjl3KOUOmB9Q2HthsCOmPimxiNqWnG2BdmlnKtOVs1N8WtaHe6FbNagfVvy1QrgpxQKKOnXqAHDp0iViY2Px8vKiUqVKBoMKlUrF+fPnlbq108nJyWHWrFkAfPHFF3rZriZMmMDChQuJi4vjwIEDtGjhhL+5hdub8UEq9Y/9zcnoOrz8hoOzsWlTTCv5AiIvn+yHfsVv/w2SNw4Bb08Ash69j5vb79Bu1FISY4qf8lTSDqylU3WU3BtCKMfcjE3uPPXJ1bJW2bW9Xh6S0UmUeooFFBcvXtT7Ojs7m0uXLilVvUvZsWMHycnJ1K5dm2bNmhU5P2jQII4ePcqaNWskoBB2N2VmLpMmz+dusD8d/twLbzzj0PYkVv2RiBt34PozUM7614a3b2ThvfZvfOcdo8yRm3hGBpF08CnUheo8/Z92XO7XmOxQ275OdaZ5/+5C+z111EiFu2dzMsRVRh0cauMV6CxTvUXpplhAkZ+fr1RVLu/IkSMANG/e3OB57XHtdeb65JNPOH/+PD4+PjRs2JD+/fsTERFRssaK0uX2PSa98g372zVi7dBYXp/4FSnlv2POq4/x2quO6TlE3LhD8n0VuPbeSe6baUaAnZNH/Pzr3KsYRFZ4IPW+jafKur8om3KP9MhQ8tpUIOW3AWAki1NMY9hLsMJP8S9rAgmlRyUSzmTp9pnQbmBX3L4TWs443cnRSlsQUVDh6UHuEGAo/gyHbkKnoimohShNZPWQDVy+fBmAyMhIg+e1x7XXmeu1117T+/qll17i888/Z+TIkVa0UpRGP06+wf31q7N2aCwAH300hj4/b+a1N7/hhyv9ePJz+6d9Pnh/Q1TqfJp9uYP0hQfYFducnbEtmDy26BSoyV/BuA8WUaNMGYLJJuCfFAA2rRpJVoRm6paj3l6XZERC6alOBYMHcwMJLVtu7Cdch6sHDnZLX3skUTPlycI01EK4G/kXYANpaWkA+Pv7GzwfEBCgd11xHn74Ybp06UKLFi2IiIjg77//Zt68ecycOZNRo0ZRrlw5+vXrZ3b7GjZsaPD4+fPnLc48JVyLR34+5W4m/XtApWLt0FjOR1Xjya9WQdV28GpLu7bpbIPqVLl8g08+GI1fRibPfLKEwNQMGNux6MVqNaF3Uvlg2nPEtADPjGzyfMqAp2IZsIUQwnztl8KUto5uhRAOp3hAcfz4cb788ku2b9/O1atXUalUVKpUiY4dO/Kf//yHRo0aKX1Lp6P+3yJTY1mutOfN9fnnn+t93bBhQ6ZNm0ZUVBTPPvssEydOtCigEKXX/VsP8Vd00aDxr6Z1mfnWMF54cyHcyICP2kMZhTvpv5wh/ZmteGdlc6ZhTer8dRmfrGyGfhXLzXUX2fhwe9KD/Jn9f0/yzKdL4GU1RIXBsPs0b//y1QTczSDTz1dXZZ6/t7JtVJj2bb/SU5q0IwiygFvYirNvUGdO+wpfo/jUtYupkJkHE2RITwhFA4qZM2fy6quvkpeXp9dpvnPnDidOnODbb7/lk08+4YUXXlDytk4nKCgIwOhGfxkZGQB62Z+sMWrUKN566y3OnDnDhQsXqFmzplnlTpw4YfC4sZEL4R7iu28jOuEWS0Y/ZPB8UkQosyY9xYiZy7i0LY2Ge3sql3kpMxceW8eBB1qRWCGMildvsbn3/URevE7j/2xi9yOxuktTywax7cEYKuy/Ra3FBwgbt5nrHWtTMe48rwI329YocXO006LssXDaFp1+CSSE+JelwY9iwVJmLjQrr0BFQrg+xQKKDRs28NJLL+Hv78+YMWN48skndTs8X7x4kR9++IGvv/6aCRMm0KhRI2JjY4uv1EVVq6ZJR2lsR2ztce111vLw8KB27drcvHmTa9eumR1QiFIoM5c2Ww+z4PmBZPvov9Uv+Ab9dvmyfDXxMZ774AeyA7/COzsHkv4DgSUYCbiRDpFzuVinCvvbNSa1bBDH/nffK8AVenKwUAd5X8doYlrA2gPQtn4Wl9YnUXdce94KeRiAiRGbIXOmrt3WzvkvLrAwd+8DewQmxp6xNAYXhb/fsj9F6WJopEF7zFSgYGy0wurgokawZkG2EEK5gGL69OmUKVOGP//8k7Zt9ecTNmnShE8++YQBAwbQsWNHpk2b5tYBRXR0NAAHDx40eF57vEmTJiW+V1KSZj58SUc7hJvzLcOejtHUPXGBi3WLJgvQ76wGsKXLGP7+/Q49lm+jTtmvYONA6GQ4yYApk7+CoXO3kNesLstG9DJ6namAIDfAh39qVKRKJHBXc+zjxEO8EWRxcxRhNPgw0LEvmG2pxPe1UeAgC7CFMeZ00u3FVBBh6ljhrxV9lu9OQAPZzE4IUDCg2Lt3L506dSoSTBTUpk0bOnfuzJ49e5S6rVNq164dISEhnD9/nkOHDhXZi2LZsmUA9OnTp0T3OXHiBKdPn8bf35/69euXqC7h/lp/0QQa/8CWXm3I9S7+n36tXmGc6dWfUzOP0nTkTiLPDbX8nk3yuO/oeaa9P9Kqjqu2jPbP2DNxwP9SoT5a4HwJ31DHNDYcKDjbm28ZpRD25AyBRHFM7Q1iyfoJi6dBHb8FL26Fdf0sKCSE+1Js1WVGRoZZeyJERETo1hC4K29vb5577jkAnnvuOb21FNOnT+fo0aO0b9+eVq1a6Y7Pnj2b+vXr88Ybb+jV9ccff3DgQNHewtGjRxk8eDBqtZpRo0bh7e3ci1OFE6gfxqlGtWh08LTe4b0H/v0YOr6/XWMiL13n+xcuMfkry27pczuduzXCuBtSshE0bdsSzmSRcCaL0326F73mWAlTt5oZPMQ0tizQ0O4DoQRDgYMEE8JWbt0r+nE2ptpUeFqTsYDB4udKy4Zmi+D9NtDN/qm2hXBGio1QVK1alfj4ePLy8vD09DR4TW5uLvHx8VSt6v47Sk6aNImNGzeya9cu6tatS4cOHbh06RJ79uyhXLlyzJ8/X+/6W7ducfr0aa5du6Z3PD4+nnfffZfq1atTu3ZtIiIiuHDhAgcPHiQ3N5dOnTrx4Ycf2vPRhAu7HhlOnb8ucfh+Cxbgq1T8MrwnT325ikXPPgyLs6BeWWhZwXS5fDVdB87n70eK7hYvhBAu66N90L4yvB7j6JYI4TQUG6Ho27cvly5dYtSoUaSmphY5n5qayujRo7l8+XKpSHHq6+vLli1beOutt/D392fVqlVcvHiRYcOGcejQIerUqWNWPQ8++CBPP/00wcHBHDlyhOXLl3Pu3Dnat2/Pt99+y6ZNm4zudyFEYV7ZuSSHmd4l2tBoxYnm9dj4UFsGz/8dhv3BnT7rir3XrPeTATj79P3WNldHO9VnwKM+DHjUhzeC4opeY+HIgb0otYbCGKsXpLeQ9RPC+ZVkZMQmU7buZMLH+0l+p70NKhfCdanUlm6KYMSdO3do1aoVFy9eJDg4mF69eumyPF24cIHffvuN1NRUatWqxb59+yhbtqwStxUK0qaNNZZWVri+PwYfpPO6PXz08RjUHpanhC2TncukV75g6cjeDP3adFD8wcwc/u+VLwGY8uk4mrex3T6aBddAWBtUFLeGwtLF2AUpGVQYCgKUmvZUuO6SZtGyF2cMJN2dPddXKDHVqnB7TdVp8tlmHYatV2C54fTbJeGMv4OHDx/OwoULSbsTRkCAQmnETahY7Q5167Zj+/btNr+XUJZiv+HDwsLYvn07zz77LL/99hs//fRTkWt69+7NnDlzJJgQwkEe/LkZaeX20+X3eDb3sXx31+rn/+FaZITxYOLkbXa9eIJ7/r7835yGbIhrR/dfd+KZl4cN9tHU60iWpFNpKm2sNbQBhJLrJ7S0m+UpobhF3s4eSAhhV/lqmLANNg9ydEuEcDqK/oavXLkya9as4cKFC+zYsYOrV6/qjrdv3172SRDC0VQq5o8fzPMffM/VquU5FW3e1Dufe1lU+PM0T27awjfdY3mm0PnJX0HVv68y8rNfuNenDbFr4yEyngoto/j61UfJ8rPttB8o+QiFLWkDCyVGKoyNIlhDFnQLaymyj4OZTGVyMpe55U09y52TKYTdFwYdqpSsMUK4IZvMQahZs6YED0I4qecnl+XH23154uvV/Da4M/s6RBdbJuxWCk9v2sLyNq05WS2SUS9mMvczXyaOTKTjvas8cCuFtlsOsfrRWA61acTuTs3I9/Qgr4wmQYM93nQ7YyBhy5EKsE1AoN3osOB/MxmxEMa4QmpZcxX3LGFXkqBuqF3aIoSrsd2kZiGE0zrXoAZ/Nalt9vXXqpZnU5NGDIzfQ/fDRwm+dw9u1OXjZWdJKRvIgTaNmDXpKW6X10xnzPHxslXThRDCMeYcgzqhjm6FEE7J6oDi+++/B6B///4EBQXpvjbXU089Ze2thRAlNPk/QHpFys46btYIBcBPHdvzU0dNZpMW585T5+x1tj86BI82lYyWkTfayrP1NCVt/cbuo+QaDqU483Q3d2fxhnBOzNC0KO10q/APd8FvF+Ba4QmfQggoQUAxfPhwVCoV999/P0FBQbqvi6NWq1GpVBJQCOFo45tR8Y2d+KfdIyOw+B5Bwfn/N+o14MAZzQhHpM0a6Nws6djbOnWskrRTnrR/N3Teme09JoGFu3B0sBLuByRnEd78R7iSBqeGuU/0JITCrA4o3n77bVQqFeHh4XpfCyFchLcnx6tGknIiFa/W5v+StNV6AGs485tpJRdi25Mrr5fQ/jw488+FMEwbPBQeJXDk7tx3jicT1mwhmYPq4Xu+B0gfRwijrA4oJk+ebPJrIYTzq3P9Bl55uRZ1fs25xhU7o6Zop/kUHJUobq8JVwskhLCWpRmfjAUJjgweisjMJazZQjJeaYX/h5an2BaitJFF2UKUYr45OWSXca//DWinvBTeQ8KcTeosFVnPRxdYGBu5KXiNBBmiNNOOQiiRBtam1GpCO/5ETkwlCSaEMJOHUhV5enoycuTIYq8bPXo0ZdysAyOES0rJItfDg5uhobpDCWeydB9rxLRQbnTCnDUKMY2LTmvRfm3oXEkV/v6Y831ypiliQtjarXtOHiwUR60mYMIWypy6g9eWgY5ujRAuQ7GAQq1Wo1arzb5WCOFAl1KhyrccqVHd0S0RQgin4bPkFH7fHeP2mVHg7eno5gjhMuw+VJCSkoKPjwz7C+FIax85QmSlSL7q9aCjm2JScSlKrZm6ZKiMOaMhpWVXaXda/yKLsx3H1CiFqXOFp0PZe3qU/zs7YXFPytUMsN9NhXADJQooLl++rPd1WlpakWNaubm5nD59mj///JPatc3fUEsIobxWZ8/xzQPdFK/X3AxBpaVzXljCmSynX0fhjPtMCPdhaXBg7+lTqrRsGFTXvjcVwg2UKKCoUaOGXqrY5cuXs3z5cpNl1Go1o0ePLslthRAl8Oz4DOakpJIQXs6h7dB2Wu0VXJRkIbY7roMoHDRIICEczViGKEPHbRVoqHLybVOxEG6uRAFFx44ddQHFtm3bKF++PPXr1zd4rbe3N5UrV+bhhx+mf//+JbmtEKIEwtLSuFq2LHmehucHK/EGvSRTiBzRqS14T1sHOM6S8clQAOFuQYVMdXINhQMGR+4dpw7yJvM/W0if0VX2sBPCAiUKKLZu3ar7u4eHBz179mTevHklbZMQwoaG7IjnetkQq8tr92MovC+DOWVclbbz724jFQUDCHcKJETpZiwQKG7tBsDd99oRNPMAfhJMCGERxRZlX7hwgcDAQKWqE0LYiHduLjvrRxk8Z+5bc0s7n2algP1f0OHonZotGa043ac7UWs32LZBCnP3wMHQHiTCuWk7+s4wIuCz/CxUlgXZQlhKsbSxFStWJD09nbt37xq95u7du1y+fJns7GylbiuEsIRaTZ1r10kKlF+YQgih51Iq3psuwdfKJ6wQwt0pFlBMnz6dmjVrcuTIEaPXHDlyhJo1azJz5kylbiuEsMTtTMrk5XG2cqUSVePK05csUdxGfdaOThQeCbJkozxhmoxOuC5bLLTWbrRnahREm5o2863dZD52H9SyfkqocLytW7eiUqmK/bz33ntFyn7//ffExMQQGBhIWFgYvXr1YteuXSbvt2vXLnr16kVYWBiBgYHExMSwcOFCWz2e01JsytOqVauoWbMm7du3N3pN+/btqVGjBitXruTVV19V6tZCCDOdbf4rd+rUhgLZ2SylDSZsEVQUXGuhxNSngm105qk+2gDD0Qu13Y3sQ+G+zJ0eZUnmKM8LyXh93tnqNgnnULFiRYYNG2bwXF5eHj/++CMAHTp00Ds3YcIEZsyYgZ+fHw888ACZmZls2LCBP//8k19++cVgQqGVK1cyePBg8vPz6dixI+Hh4WzatInhw4dz5MgRpk+frvwDOinFAorz58/Ttm3bYq9r2LAhe/bsUeq2QghzZedR99p1Ro171tEtcWklWaAtAYMQxtlzDUWR0ZCMHLx2X4OosvZrhLCJ+vXrs2DBAoPn1q1bx48//kjVqlXp1KmT7vjmzZuZMWMG5cqVIz4+nrp1NXuRxMfH07lzZ0aMGEHnzp0pW/bfn4+kpCRGjBhBXl4ey5cvZ8CAAQDcuHGD9u3bM2PGDB566CG6dOliu4d1IopNeUpPTycgoPh52f7+/qSmpip1WyGEmRb3OMS5ihVMjk44cspNwQXZtqir4DHt3wt/imNtQBBZz8dpgonSMl0NNCMTMjrhGhyxIDvc79+P3xeHyGlXBfy97N8QYTfa0YnHH38cD49/u8DTpk0DYNKkSbpgAqBNmzaMGTOGlJSUIllM586dS0pKCn379tUFEwAVKlRg6tSpAKVqhEKxgKJq1ars37+/2OsOHDhApUolm78thLBc5TtJbGpSfO8q4UyW7mPsfGHatQbFrTmwhCV1FewkF9dhNnXekr0xigsStOedJZAQwlk5KpgoyP+/u/F6K8b+DRF2k56ezurVqwF44okndMczMzPZtGkTAIMGDSpSTntszZo1esfXrl1rtEzv3r3x9fVl48aNZGZmKvMATk6xgOKBBx7g77//ZtasWUav+eKLLzh//jwPPvigUrcVQpip5s2b3AiVxYZCCKFn/w1UeWroWtXRLRE2tGLFCtLT02nWrBkNGzbUHT916hRZWVlEREQQGRlZpFzz5s0BOHr0qN5x7dfa8wV5e3vTqFEjMjMzOX36tJKP4bQUCygmTpxIUFAQL774Iv369eP333/n9OnTnDlzht9//51+/foxfvx4goODmThxolK3FUKYKd3Xh8SQYKvLFxy1KDhKYejtvRKjFNZOzbHV4mtnXtQthDBfkRGRF7eS8UKLEiWrEM5PO93pySef1Dt++fJlAIPBBEBAQAChoaEkJSXptkZITU0lOTnZZDntcW397k6xRdlVq1bl119/ZdCgQfz6669FhobUajXh4eH8/PPP1KhRQ6nbCiHMdM/Lm1EbNjOrT0+LyiWcyVJk2o5S9RginX3TSuv3Z+8xWUPhbJxh8zo9e6/Dnuv4bx3s6JaI/zlw4IDeCEJBJ06csKrO69evs2nTJjw9PXn00Uf1zqWlpQGaNb7GBAQEkJycTFpaGkFBQboypspp1xUXvNadKRZQAHTs2JEzZ87wzTffsGnTJq5cuQJogo1u3boxatQovRXyQgj7aXGoJ4R8iXdODtle5i08tMX+CJYEFnsPmNcZdrb0sM62bsLc76O7kWBCFGvwWni3DZRRbMKGW1p3eii+dliwnpU7F1ArXu/ixYvJy8ujR48eVKxYUe+cWq25n8rECJX2GmNfm1PG3SkaUACEhoby2muv8dprryldtRCigOHfPkTPRW8RnnqX/XVrM3FpDdMF/L04UqM6bU6fYVsjw29/bMXagKS4TrChaVEF969QOqORLeq0pdIYRBRUcJM7CS6cw617TjRKse4CXE2H11s5uiWigBYtWrB9+3ZF6zQ23QkgKCgI0CzaNiYjIwOAwMBAvTLac8HBRacTFy7j7hQPKIQQttP9ty60OFSeTjsrs2BjN1a1zsUzP59BO3fza9sEpk/+P7Y+sM1w4dx8qt66xZXwcibvYc4+CwXfwBceHSj4taPS0NqzI+1soxEFOdvIjRBOQ62Gh3+FRT3BQ9ZOuLO//vqLQ4cOERgYSL9+/Yqcr1atGgAJCQkGy6enp5OcnExoaKgukAgODiYkJISUlBQSEhJo0KBBkXLa+rT1uzvFA4rjx48zd+5c9u3bx61bt+jbt68uH+/OnTs5cOAATzzxBGFhYUrfWgi31H/pA0z7v/b4ZpZhw41+7G55nTtlM3nzrXi2t1uOd7YHLQ+V5z/fNabblqrwgKZch00daXoknJsR9+i8owr/mdeYOxUrsLaVeT1LY4GFqQ600sGEqak61qR/La0kmNAfrbCUjG64obGboXYIDKnn6JYIG/vhhx8AGDBggMH1DlFRUfj4+JCYmEhCQkKRRdYHDx4EoEmTJnrHo6OjiYuL4+DBg0UCipycHI4fP46Pjw9RUVFKPo7TUjSgmDp1KpMmTSI3NxfQzEe7deuW7nxGRgYvvfQSPj4+PPus7NYrRLE2XuKXp3qyu9V11nW/RI5XPvGtr+tdku2dz67W18lXwSdvt4PcOLiazuKdD1D1H83blPM1UvjvoP78XbGCI55CCCGcx7FbMPc4nBnu6JYIG1Or1SxevBgwPN0JwM/Pj65du7Ju3TqWLVvGiy++qHd+2bJlAPTp00fveO/evYmLi2PZsmV6+1qAZo+KzMxMevXqha+vr0JP49wUW4W0evVqXn/9dapXr86qVatITEwssiClW7duhIeHs2rVKqVuK4R7OXYLdl6FbQms7f0i9FzFRxMO8MbkeOLaXy0STBS0O+Y6L0/ZwcHNfzCl2iJeeX8nHdYtp8P65Qz/eqPRYKLgBmyFRx+sHWUwNaphyRQhZ36z7sxtK0xGbKwnoxPKcor1E31WwaQYqCn78ri77du3c+nSJSpXrkzXrl2NXjdhwgQApkyZwtmzZ3XH4+PjmTNnDsHBwYwcOVKvzKhRowgODmb16tWsWLFCd/zmzZu6dcTaeksDxUYoZsyYQWBgIBs2bDCaFlalUhEVFcWZM2eUuq0QbmPszP5M/iiGTZ0S6Pt7Tfrcq0nPX34lLSjH7Dr2trzB3pY3ihyPWrvBqjZF1vOxOKiw5boJSzvGtlqYrYSC3ydbrMNwpYDHmUnqWdd2657mT10g8/1JzULsN2VX7NJAuxj78ccfx8PD+Dv0bt268cILLzBz5kyaNm1K9+7dyc7OZsOGDeTn57No0aIiU/XDwsKYN28eQ4YMYdCgQXTq1Inw8HA2btxIcnIy48ePJzY21qbP50wUCygOHTpEmzZtit1jokqVKuzfv1+p2wrh8kZ+/TCVrwfw5QedeeOdXexoc40vR5dgwrcBp/t0tzioMBYYmEr7qi1TOBAxN8go2Anee0CZYKBwx1qpAMOSeop7/oLfN2tJAGEbEkwow1EjE3r3Vath5Ab4qRd4eTqmQcJusrKydNOVCk9JMuSzzz6jadOmzJ49mw0bNuDl5UVsbCyTJk2iffv2BssMHDiQuLg4pkyZwu7du8nOzua+++5j3LhxjBgxQtHncXaKBRS5ubkmNwXRSkxMxNvbW6nbCuGaMnJYN3AijU6W47urmjcYiwedZkebaxZVYypION2nu1l1mNvZL0ln15qy9k7RammH3NlSyBZuiwQYJSfBhJtZeU7z58A6jm2HsAsfHx/u3LljUZnhw4czfPhwi8q0a9eOdevWWVTGHSkWUNSuXZsDBw6Ql5eHp6fhyD89PZ3Dhw8bTK8lRGmx9ugLdO9WneB63sx69giXq97ln8rG818bY+mIgzWjFFrFjUiYe9wU6QBbt5u4fN+EMENWLgz9XZMm1sQGZkII6yi2KHvQoEEkJCTw1ltvGb3mrbfeIikpiaFDhyp1WyFcQ3IWPLsR2i+l4yNVuFsrm9ff3UV86+tWBRNCCCEsMHEHNC8vaWKFsBHFRihefvllli5dyscff8yOHTt4+OGHAfj777+ZPXs2q1atYvPmzURHRzNmzBilbiuEa1h3AeadYMfCf0hukKUJ5RNtdztj050MHbd21MIczrrpm9Jv9Y2NLFgzUmPNKIUQzszhmZ2ycuGLIyTte5KyDm6KEO5KsRGKgIAAtmzZwoMPPsiOHTuYOHEiAHFxcbzwwgts3ryZ2NhY/vjjD3x85JelKGUqBQDQ7M3yxLxYscTVFRcE2DJIsJXCawCUWJ9gyzoKHpcAQAgnNmUvOc3KU7apbKgrhK0ourFd+fLl+f333zly5AgbNmzg4sWL5OXlERkZSbdu3WjdurWStxPCdXSuCieeIqCsD6qWX/Jgxxo0a1+ei8l3abenEg8tWUtyaMnSrZq7CLu4coaCkZLuR+EKi7JN0bbDXm2SUQrhrAqPNmjTsppS8Bq7j1Zk5MBH+0iT0QkhbErRgEIrOjqa6OhoW1QthOuqp/l15n/xZbhylyobLlMlX02c5w+seUSzA2diuXt89p/DxLW/arIqa4MHZ6dUZ93UlCZXWMQswYRjSXYn27l1z35Bxa17EDBhO55dqsnohBA2ZpOAQghhgkoF1YJhZCMAOo76GPbf4JVNz/PpW+1JKjRSMTGime7vHyceKvHti6uvYLDiilOnSsrRoyLmBBPaoMjRbTXFUKd8r7LbqwgnFO5X/KiF3YKKfDV+3x3jzoGnkHBCCNuyOqCIi4sDICYmBl9fX93X5lCpVPj7+1OrVi3KlpVBSFHKqVTQqiI5cfmcrpPEsUa3jV5qKBjQHvs48ZDeeSWUJNWss9B2bA11Zgt2yIubzqTtxBfefM8QW+4Wbuq+SohpbF3HX1vO2Nt9Zw0mZDSiZAwFEOYGFdprCx5TMtDwm3UQ6oQQ1kT6GULYmtUBRefOnVGpVPz111/Uq1dP97UlVCoVPXr0YMGCBYSHh1vbFCHcwsQZLUgOsW1HVAghSoV8NQFv7YC1fR3dEiFKBasDiqeeegqVSkVISIje1+a6d+8ehw8fZt26dYwfP57Fixdb2xQhXN4Da7vw541+PDpvvd5xUyMOhc8pPTqhpUSqWXsvMt57wPBaCXNHK+zNHTazK/w9NTVaAdaPhChN205tW2TEwj60IxEFRyrMHZ0wNrqhd+xcMmovD1QP1ihpU4UQZrA6oFiwYIHJr82Rn59PdHQ0f/zxh7XNEML1qdX0X1Obk/XukF9ok3lLpzH1qb/I6Lm1px4vcsya9RnWToEqScankijYaTXVgTU1TSmyno9NAw5nyeqk7Uyb6lQX/h4au7bwcVfpqBcXCJVGxXX0CwcHxU13KlifOdOjtHVaNB3q80OohjewoIAQoiQcuijbw8ODtm3b8ssvvziyGUI4TNzPr9L+qSqMyW/EjoWmMzuZY+2px00GFaYUXIvhLMxZi6DtiJuztsHUW/GCHXpTwY8tFkSbG0w448gEFN8Jd/a3/84wUuLMLE37am6QYGmdpq4vcmzucTj8hPmNEEKUiM0Citu3b3P16lVUKhWVKlWiXLlyBq+bM2cOc+bMsVUzhHBa13p8QMdNkRx/7RYXh6ZqDpZw9+yCwcRVH/3F3X2yig801p563KwsUKZGKbRTpGy9mNtUJ9ycjnfBgMBY4GL4uOH72nohNhifymUNU9O/zClX3DFT5525A++sQY8jGevwmzX1qIS0IxMFRyiKHa04kgh5aoiSxdhC2IviAcXXX3/N559/zunTp/WO169fn+eff54xY8YofUshXE9OHpU2BfLb7r9Re/17WOkUsYaUZBQDTAcK5uyPoVTHu/AoQuERA0Mdb2fuyJqrcGYqq+uRqT0GyfelqOJGKCwZjbCUoWDF1L3D/YAV5+CZxpoMekIIu1AsoMjPz2fIkCGsXLkStVpNaGgo1atXB+Dy5cv89ddfjBs3jo0bN/LLL79YnBFKCLey+QpJDTOp/GcgOUH5pNbLIrNinqNbJYQQrm/aAVjf39GtEKJU8VCqom+++YYVK1ZQr149fv31V+7cucOhQ4c4dOgQt2/fZs2aNURFRbFy5Uq++eYbpW4rhGuqEEDZE740e7s8Mftv0K13dXyveRZfzoTCow6Vs8rpfYxdp2Vo0bYhhUchjI1KOHo3770HzNtXAjSjHMamUGmf43Sf7pzu052EM1m6j1Zxoy7ass6k4AJs7UfI96E4t+79+9HSZmiy1w7YBdtRRGIGZOVB+yr2a4wQQrkRivnz5xMcHMzWrVupUKFCkfO9e/emRYsWREVFMW/ePJ599lmlbi2E62kaAbvnQPMTmmH5RTPJ91HrXWIou1NJpiopxdCUJ6U6y4V36dau1yhuXYahDr2xqVCmyhV+juLWgViancnY+hNnyfLkSqxdAyKck7F1EZZmd8qYeQTPgfWMrHQSQtiKYgHFyZMn6d69u8FgQqtixYrExsayYYNr77wrhCJanNT8eScTvHN5oO0PZo8S2MvEiGa6tRymOtfac4UDgoIMZVEyVI+xERBLgomCxy3pqBu6f8E2mHN/Q0FRcewZTDjTG3hL0tNael7JtgjzWTtKYSozlCVrNLy2J3BvbDMJKISwM7unjZW1E0IUogKyy8DXLaGzZUVLusC6YD2FFV4UbipYKO64Ncwd9dBeV3hER9f+ErSpYDBjySiMpdeXxhEKZ+vAO3tqW2dSOGiwNK1s4bKWppk1xePKXYK7RypTmRDCbIoFFFFRUWzZsoXbt28bTRF769YtNm/eTFRUlFK3FcL1lfWFtT/Ahx3p02IjtLpqdKTCFiMYJa3TVBBhbie5uFS0xQUqEyOa6QIrJZ7HlusdintWczjrfhRKKq5jr+QIhQQR1jGVdam4VLPFHbOW2q8MlC1dwbkQzkCxRdnDhg0jJSWFbt26sW3btiLnt27dSvfu3UlNTWX48OFK3VYI99B2F9zXG7oPh6WNzCpSkpGJtace130K+zjxUIlT1ppa5GyMsU68tWlqtSMW2gXRlo4waD+m7lN4wXbBr4trn7XcIZhQugNfkvokmLCeoYXY9l6cXZg61FfSxQrhAIqNUIwdO5b169ezbt06unbtSsWKFalRowYqlYoLFy5w/fp11Go1vXr1YuzYsUrdVgj3EOQNX8VCj0kw6BE48LejWySEEK4nJw+y88C7ZFnzhBCWUSyg8PT0ZM2aNcyYMYPPP/+cK1eucO3aNd35atWq8fzzz/PSSy/h4aHYwIgQ7qXnWQi9Rx/f31ib2dvkpaamRVmSGlaJDfTsNf9fe5/CC6Htmf3K3LS5tlCS0Ql3exNfOMtTTGPrpkHJRnYlY8tN7SyWk4fXoZuadWlCCLtSLKBITU1FpVLx8ssv8/LLL3PlyhWuXr0KQOXKlalatapStxLCfZ2IgGQ/8M+GTNOX9qm/yGCAYOy4M9OuWyiuc144kNCWU2pxOlgfIBScHlUw5a2S9h5wjylPtlI4MJCUsrZTkoXYtuK96hy5DcpRxktGJ4SwN8UCitDQUFq3bk18fDwAVatWlSBCCAusPfwCfR4dDC/vZO0d83Z5LdyJdrVAojjmdsg1oyyPGzhmPwUDEVuNWpQkmChNWYwsCSRKw/fDXgovyDa0QFub0anwNUrw++IQmU82JFC5KoUQZlIsoAgJCaFWrVpKVSdEqRN60gfu+sCb2+DiI2aXsyaIUKqzbWqqU0wL05vKOSNH7WZd2lLGKslQQCCb3tlX4aDAVJCgPaf4VKmcPLwO3sBr+2CFKxZCmEOxgKJZs2acP39eqeqEKHX8rpfhVnVPdpsZTJgbSNhyCpSx/RO0b9ILvlG3NLiwdLqQNkgytMO4lqm9NBwVTID5+1DIlCfryCiEsiwNBopLJasE3zlHyI2OoIwsxhbCIRRbHT1x4kT27dvHsmXLlKpSiFLlXvlcwvf5EXpM3lYLIYQl/GYfIv2ddo5uhhCllmIjFH5+fowaNYqhQ4fSp08fHnroIapVq4avr6/B6zt27KjUrYVwC8lNskivmkO5fX4kN84qvoCNFXyDb2qBccGF0tq37KZGIwovrNbWb4yhUYXC15salTCHEqMTJVmAbe6UJxmdsIyMTDgXW2WEUt1Ix/NqGjldZN2mEI6iWEDRuXNnVCoVarWaNWvWsHbtWpPX5+XlKXVrIVxbvhqAPk1mknlvGunVcxSpVqmdowszN3tRSddQmOrkF7ebtTlrRBw5xclaSkx5Kk2Ls0XpEPjaNhhcl/BASUkvhKMoFlA89dRTqGR3SiHMt/0f6LqMS5F3qZ4QxOW+qVS7Fczd2tlGO8QlfRNvrYIBROH0qMYYCiYsHZ2w9tqJEc2sXnhubVlT6zOMkcXYQliu4GJ7j6xceqw8CzefdVyDhBDKBRQLFixQqioh3Fq/nx/gsV/qMWRVXaa+cIA1PS8S+U8gH05uw9oHL/BxwEGjZT9OPGR2UGFsZMJUZ9ncjrA1eywYCiYsYayjr1SQVbAeQ3UWF2QoveeEEEKfoaxd9b6N507jSoSVNTy9WghhH4oFFEII87z/QWtSgrIZ8MPvJEZoJhUnVEnjyW8t65BaO6WpJG/vlVDc+ofCbSvYXu21xQVW5jyfoXrNvd4dyNQn4eo8MnOo9dNBOPmUo5siRKlnk4AiJyeHo0eP6u2U3aRJE7y8vGxxOyFcxgNruvLnyb48uHw1GQG5itRZcHM7Q8FFwc63oQ5xcesRCtNeq/3TnDfzloxOGOrcFz5WXABgz86/pd8/sH6qkyzKFuJfDWbGkRJVnpC6ZR3dFCFKPUUDivT0dN555x2+++47UlNT9c4FBQUxcuRIJk+eTFBQkJK3FcI1pGTx54C+/NzvrGLBhBBClEae6dlU+/U4m1aPItbRjRFCKBdQpKSk0LlzZ44ePQpAdHQ0NWrUQK1Wc/nyZQ4fPsxnn33Gxo0biYuLIyQkRKlbC+EartxlX7MbzBpz1Ga3MDRaUdzbfHPfrjtTViRL1pLYsg5wru+LNQrPS5cpUMIVRL//B4mtqxPbK8DRTRFCoGBA8fbbb3PkyBG6du3K7NmzqV+/vt75U6dO8fzzz7N582befvttZs6cqdSthXBuufnEd/w/Gp0M41abTMWrtyYtrDmZmopL21qQo7MVFQ4OzF1DoYTipnw5+ntjjb3HJLAQzssr+R4Vt/8tmZ2EcCKKBRTLly+nYsWK/Prrr/j7+xc5X79+fVavXk2dOnVYvny5BBSi1DjW4h3KZ/gx9YWD7G9+0+R6BnNoO8/WBBLatQWGggV7vGlX6h6m1lSY+30teJ2j0vE6I+2IRcGRCwkuhDNp/n+/8U/3KKpIZichnIZiAcXt27fp16+fwWBCy9/fn44dO/Lrr78qdVshnFbnPzrx0hdN6XuyFt1WrSLL17abOZqT9UnbiS44QmGsk19c9iUtY2/gDS3ENrbTtVLTj0pK2w5nyuYkC7GF0IhpDGV2/kPo4X/g9hhHN0cIUYBiAUWtWrVISkoq9rqUlBRq1qyp1G2FcDo9V8fy4+gH2Jo0gIRKaQz8/ne9YMJYZ9XQ1BljnX1DHfDCgUTBAEP7948TG5j/IGYq6f4SYP0IgVId/4L1KBlMuOJ0JyGcWdDYDaT9twOBwfJvSxTv+vXrfPzxx/z2229cuXIFPz8/atasSWxsLFOnTi1y/ffff8/s2bM5efIk3t7e3H///UyaNIm2bdsavceuXbuYMmUKu3fvJjs7mwYNGjBu3DiGDRtmy0dzOooFFM888wwTJ07k8OHDNG3a1OA1hw8fZvPmzXz00Udm1fnee+8p1TzefvttxeoSwpglXfaxbsfDrH3gAl+MPkZaYA6YuYG8NZvFWUo33aqEU4+UbGvBvSAM7UFR+DpD5+yl4DMXN31LggkhlBHup/kzeetVPC+kEDihqUPbI1xDfHw8vXr1Ijk5mQYNGvDwww9z9+5dTp48yfTp04sEFBMmTGDGjBn4+fnxwAMPkJmZyYYNG/jzzz/55Zdf6N+/f5F7rFy5ksGDB5Ofn0/Hjh0JDw9n06ZNDB8+nCNHjjB9+nR7Pa7DKRZQvPDCC5w7d44uXbrw/PPPM3ToUKpXrw7ApUuXWLp0KbNnz+bZZ5/lpZdeMqvOyZMno1KpUKvVJWqbSqWSgELYRbO/L/DYt39wpWqao5sihBBuJejJ30mb2olATw9HN0U4uatXr9KrVy+ysrJYsWJFkWBg7969el9v3ryZGTNmUK5cOeLj46lbty6gCUo6d+7MiBEj6Ny5M2XL/rvnSVJSEiNGjCAvL4/ly5czYMAAAG7cuEH79u2ZMWMGDz30EF26dLHx0zoHxQIKT09PANRqNR988AEffPBBkWvUajVffPEFX3zxhd5xlUpFbq7hvPzt2rVj5MiRVrdr7ty57Nq1y+ryQpjtXDJRV69xK/xekVOG3myb84bf2JoDMDw1x9hbe+10KGdaG6Blas2CqfY64lkK/ncw9d9PRieEUNjGS3heTyfwhWhHt0S4gNdff53k5GRmzZplcGQhJiZG7+tp06YBMGnSJF0wAdCmTRvGjBnD559/zrx583j55Zd15+bOnUtKSgp9+/bVBRMAFSpUYOrUqQwYMIDp06dLQGGpqlWrolKZObfDAnXq1CnRPLStW7dKQCHsYt3jR2gdGEC1Tesd3RSXog0MnDHYKcjcKV4STAhhA4+tg886g4fy/QzhXpKSkvj5558JCQlh1KhRxV6fmZnJpk2bABg0aFCR84MGDeLzzz9nzZo1egHF2rVrjZbp3bs3vr6+bNy4kczMTHx93T8jmWIBxcWLF5WqSic6Oppq1aqVqI6qVavSpEkThVokhHE9f2kGtQ/zxJY4fuzSUdG6TY1UFKTfKTc+KmHJWgBDddh6rUdh5j6/UvcRRcneFMJetGsmdBacgKQsGCu/y0Xxdu7cSVZWFt26dcPLy4tly5axY8cOcnJyqF+/PkOGDKFChQq660+dOkVWVhYRERFERkYWqa958+YAuo2btbRfa88X5O3tTaNGjdi/fz+nT58mOtr9R9YUCyhs4dChkr+xfO+99xRd3C2EUdWC+alDOx7dvtNkQOEMnVZzpl0VXCxtqHxJnsPcgKbwPcwpV3jTPkuCECUWmyecyVJklMKZ0sUW3k1bCLtJy4bRG2FtX7DBLAjhfk6cOAFoph516NCB+Ph4vfNvvPEG8+fPZ/DgwQBcvnwZwGAwARAQEEBoaChJSUncvXuXoKAgUlNTSU5ONlkuMjKS/fv3c/nyZQkohBCWqZiUxKkqlR3aBm2H2FAmJ0Md7OI66YX3rih8bUk74KZGH6zp4Besxx6b9WmVJIiIaQF7DzhXEGGIjFIIWysyOlF1LjwaBQ/WcERzhAMcOHCAhg0bGjynDRZM0W5h8P333+Pj48N3333Hww8/TFpaGrNmzWL69Ok88cQTREVF0aRJE9LSNElUTO2jFhAQQHJyMmlpaQQFBenKmCoXEBAAoHetO5OAQggF/dGsKR/9sBj/zCwyfGUuvRBCWG1bAqTlwMIHHd2SUm/6rSN4+nna/D7p+TmUKWHXNC9Ps+9Tbm4uX3zxBU8//TQA4eHhTJs2jcuXL7Ns2TKmTp3Kjz/+qMskamodcOFso+ZkHy1phlJX45IBxbp165gzZw779u3j1q1bPPHEE3z33Xe6cxs2bOCVV16hcmXHvikWpc9H8yLgB6icdIdzlSopXr+lU3iUZCrDkVKjFZbWof1+FPy+GBvxMDUS4gzT0JxldEI7AmFsmlPB4zJaIWwmOw+6LYeZnWWqUynTokULtm/fbnX5oKAgADw8PAwm9Xn66adZtmwZW7du1bs+PT3daJ0ZGRkABAYG6pXRngsODi62jLtzuYBi7NixzJkzB7VaTVBQEDk5OXpRYGhoKJ999hmRkZFMmDDBgS0VpdXS9m3ofOykTQKKggp3kM0NNkx1ns1d21B4KpKjO+TmTHNyVCBmiLMED4ZYul5CpkEJmxj5J9QOgbHuP/dcKKtGjRoAVKxYER+fojMFtOdv3rwJoEv+k5CQYLC+9PR0kpOTCQ0N1QUSwcHBhISEkJKSQkJCAg0aNChSTltfSZMLuQqXCijmzZvH119/TevWrZkzZw5NmjTBw0N/g5s2bdpQpUoV1qxZIwGFcIhrsfUZ+P5C5j4QCxSdW59wJkvva0Nz7wtfU5Cphcr27OQrOSpRsB5z93oo7hpjIxYlGeVxt8XWUPJgQIIJYS5tsFrsz8yOf2DJGbj2jM3bJNxPs2aaRCJJSUmo1eoiU5lu374N/DtyEBUVhY+PD4mJiSQkJBRZZH3w4EGAIhlDo6OjiYuL4+DBg0UCipycHI4fP46Pjw9RUVHKPZwTc6mAYs6cOYSFhbF27VrKlStn9Lo6derw999/27FlojSZMjOXBofP0nfxRhJqVOTcfdW5WDeSypdv4J+eSaucXP6uUN7iepXKDmRr9hyNMLUo29GjIkrae8D4OVsGIBIMCKeTmw9dlsG33Qys0BaieI0bN6ZmzZpcuHCBPXv2cP/99+ud10510qZ79fPzo2vXrqxbt45ly5bx4osv6l2/bNkyAPr06aN3vHfv3sTFxbFs2TKeeOIJvXNr164lMzOTXr16lYo9KACs3r/e09NTbwfr9957j19//VWRRhlz4sQJ2rRpYzKYAM0wl3YoSwildfxzL63jjrBseA92dmtB7G/xDP98OZUSEkkNDaT2qcvsvK++0fKR9Xz0PgWPF75GaIKKkkxXKlze0MiKvaZDmQoOCp6LafHvx5b2Hvv3I4SSCv5sFf4ZM/Vzl/nMJri/Egw3nOVHCHNMnDgRgPHjx3Pr1i3d8QMHDuh2xR4zZozuuHZGy5QpUzh79qzueHx8PHPmzCE4OFivzwswatQogoODWb16NStWrNAdv3nzJq+99ppevaWB1SMUarVab+3C5MmTGT58OA8//LAiDTPEw8OD/Pz8Yq+7evWqLl2XEIpKzqLjn/uY+9IQEmpq1khM/vwFvUsOtNO89jWcmdp8pqY9uTNDU5QsZW6AYI9RDnOCAntOg5JRCeGsyhy8ge8PJ+H8CEc3Rbi40aNHs2nTJn755ReioqJo27YtaWlp7Nq1i+zsbEaPHq23w3W3bt144YUXmDlzJk2bNqV79+5kZ2ezYcMG8vPzWbRoEWFhYXr3CAsLY968eQwZMoRBgwbRqVMnwsPD2bhxI8nJyYwfP57Y2Fh7P7rDWB1QBAYG2n0UoH79+uzfv5+MjAyjeX9v377N4cOHadHCySYqC9eWkwenkuCrI6QH+umCCSGEEArIyye08xLS/+9+AqoVzZgjhCU8PDxYsmQJnTt3Zu7cuWzevBmVSkXLli0ZM2YMTz75ZJEyn332GU2bNmX27Nls2LABLy8vYmNjmTRpEu3btzd4n4EDBxIXF8eUKVPYvXs32dnZ3HfffYwbN44RI0pXYGx1QNGkSRM2btzIu+++S82aNQE4d+4c33//vVnln3rqKYvv+fjjj/PSSy8xbtw4vv32W8qU0W++Wq1m/PjxpKWlGfxhEcJqO66S/+BKPNRq4vu0tcstzZ3yZKuRDEesUVBicztHZ3Myd7Sh4EZ2ptZQKM3shbFC2IH257HLwjjyKgUQMLm1Yxsk3IaHhwdjx45l7NixZpcZPnw4w4cPt+g+7dq1Y926dRa2zv1YHVC88847DBgwgHfffVe3gn7nzp3s3LnTZDntintrAoqxY8eyfPlyFi5cyI4dO3jwQc1mN0ePHuWVV15h7dq1nDlzhq5duxrMPSyE1TxUXK1WgbkvDwWKdhrt2SHUcscpUfbex8KR7J3tSQII4ayCzt/C75sjcMLyfoEQwjlYHVB0796dkydPsnHjRq5cucLkyZOJjo6mb9++SrZPj5eXF+vXr+eVV17hu+++48svvwQ0Kb0OHjyoWyj++eefF0knK0SJ+HiSV8bD6VJ+FhzFMDfAiKzno7u2uJS25t7b2jrckTa4NPSz4ojAUwhnFtMYQketJ+OFFvjXK+vo5gghrFSitLFVq1bVzRGbPHkyTZs25Z133lGkYcb4+/vz5Zdf8u6777Jt2zYuXrxIXl4ekZGRdOnSRXbHFrbx+wVUDYz/srMk0CjYqSxYztLOprVZoNyhw18wKLJH3e6QcUt2uBb2FNPYvOxhZQ7eoMxftylz8DHbN0oIYTOK7UOxZcsWKlasqFR1BjVv3pzatWvzyy+/EBERobdCXwhb+T0+n14f7uPS949bVd5YAFH4nCsx1cG2ZtTEUrYMigzVbWxExxRz/tsWXkPhbCNgQpSENnAtvG5H+7Uq938Lsd9tR0AZmVUghNK2bt1KXFwc165dIyvL8O9NlUrFd999V+J7KRZQdOrUqcixu3fvolKpdLsRltTp06epX994fn8hbMH3Vjr5ZTy4Wzvc0U0RQgi3UePnQ+RFBnLvpZZIonchlJOSkkLfvn3Zvn273hYPhjhdQKG1fv16Pv/8c3bu3ElaWhoAAQEBdOjQgeeff54ePXpYXXfdunV1W6YLYS/ZIb545OaDWg3/S0BgicJvnc15C23JyIW9pzA5OvuUPdl6qpM9RqjMnXoihK0UnmKn/Tr8ix2krB0gG2ILobCJEycSFxdHnTp1+M9//kO9evUUe7lvjKIBxYQJE5g5c6YuGgoJCQE0kdK6detYv349L7zwAtOnT7eq/pEjR/Lqq69y6tQpGakQdpPv68W98oEEXrhDWi3Tu7TbW8KZLF2nV4kF1bZmqK3G1kMUvtbQYnJbBy0Fv7+2YK8pTrJmQjgbzyOafaxCHqzq4JYI4X5Wr15NhQoV2L17d5EN+WxFsUmLS5cu5bPPPiMiIoLPP/+cpKQk3Sc5OZlZs2ZRvnx5Zs6cyc8//2zVPZ5//nmGDx9Op06dmDFjBufOnSM7O1upRxDCoF4x4PdUFBW3nrPbPWNamNfZLNjZjazno/dxVqaCgMLrLwpeayrosISx75H2a6W+j9r/hoU/Bc8LUVoFvL2TjBflH4EQtpCSkkLbtm3tFkyAgiMUX375Jb6+vsTFxVGvXj29c8HBwYwbN47u3bvTtGlTvvzyS4YMGWLxPTw9PQHNXhavvPIKr7zyitFrVSoVubm5Ft9DCINuZKDyDHJ0K8xi67fq5jKViclYZ97QOWsWRJujcNu0XxcePbGWoelMEkQIAR5XUvHecpnURb3xd3RjhHBDdevWJTEx0a73VCygOHLkCF27di0STBRUr149unbtyo4dO6y6R9WqVXWb6AlhL7/H59Pljyv8M2ugo5tiloJv2gtSKtCwJKWq0hmfDE1/srYOQ5QMWiR4EMKwgLd3woiGhEd4O7opQril559/nueee45jx47RuLF95rwqFlBkZ2cTEFB8noaAgACrpyldvHjRqnKOkpmZyYcffshPP/3E5cuXCQsLo0ePHrz33ntERkZaVFdycjKTJ09m5cqVXL9+nYoVK9KvXz/effddQkNDbfMAgt1zEuj13HJS6kVwr2Kwo5tjU/ZaRG1pp93Y6IUzjMIYUjgVbMFjhc9L0CFKG4/LqfgsPwP/jHZ0U4RwW6NGjeLs2bP07NmTKVOm0L17d6pUqWLTeyoWUNSuXZtt27aRkZGBv7/hQcyMjAy2bdtG7dq1lbqt08rMzCQ2NpZdu3ZRqVIl+vbty8WLF5k/fz5r164lPj7e7O/D7du3adOmDWfPnqVWrVr069ePEydO8Pnnn/P777+ze/duypVzrsXCbuFSKvc/t5wTL3bi0uCmjm6NEEK4vKAnfyPzyQb4lpfJTkLYSsElAiNHjjR5rVJLBBRblD1kyBBu3rzJgAED+Pvvv4ucP3/+PAMGDCAxMZGhQ4dadY+uXbsyderUYq/79NNP6dq1q1X3UMp///tfdu3aRZs2bThz5gxLly5lz549TJs2jcTERJ5++mmz63rppZc4e/YsAwYM4PTp0yxdupTjx4/z/PPPc+7cOSZMmGDDJymdjr15DOrM5/wTLR0aTJi7ONscxb3Rt/Ubf1vWr13AXfBjT4YWXRe090DRNRUyOmEfe4/9+xGOVWbPNbwO3cT321hHN0UIt1a1alWqVatG9erVqVatmslP1arKZFpTqYvb8cJM9+7do0OHDhw8eBBPT09iYmKoUaMGKpWKCxcusHfvXvLy8mjZsiXbtm3Dz8/yxNMeHh4MHz6cefPmmbxu9OjRzJs3j7y8PGsfp0RycnIoX748ycnJHDx4kGbNmumdj46O5ujRo+zfv58WLUz3Kq5fv06VKlXw9PTkypUrVKhQQXcuKyuLqlWrcufOHf755x+9c9Zo2LAhACdOnChRPS4tO4/snqvwjksgad+TxGfbL0OCIfbeSduajrizTj2yJ2cODkp7ytiCgURp/144WkjPZWTHViPgrRhHN8UpOePv4OHDh7Nw4ULarGmLp5+nze+3Z/BuWjdszfbt221+L6EsxUYo/Pz82Lp1K+PGjcPb25v4+Hh++uknFi9eTHx8PN7e3owbN47NmzdbFUxYIjMzkzJlFN+zz2w7duwgOTmZ2rVrFwkmAAYNGgTAmjVriq1r3bp15Ofn07FjxyIBg4+PDw899BB5eXmsW7dOmcaXJrn5cE8zzLdhwz2SopdCwGyyEu6xfvM4hwcTWsW9/bamLmEfhkYmCp5TUkxjwx/xLxmpcBzVnUy8dv5DwGvNHd0UIYQNKNrrDgwMZNasWXz88cccOHCAq1evAlC5cmVatGhhdG2FklJTU3XrFhzlyJEjADRvbvh/nNrj2utKWte8efPMqkvou9VhFeH7r3Ctcx26bz1HQo/67Jk9kHwfw/8sCnfO7NUxsfcohSgZc/97SWBnO9p/m8YCqr3HJNiyt5Aev5A5OApfI/9/FUK4Npv8y/b396dDhw6K1FWrVi29r5ctW8bWrVsNXpubm8uNGzfIzc3lueeeU+T+1rh8+TKA0UxO2uPa6+xVl9AXvv8KG9eOxiMrl2NvdCM3UDN1x9yORkxj13rbaSzTUEElScdamjlDxqbS3EkuHEAY+j6U1u+NM/CbsZ8yp+5Q5vDjjm6KEG4pLi4OgJiYGN2ecJbo2LFjidvg9K8KCqaKValUpKWlkZaWZvBaLy8vKleuzMMPP8yHH35opxYWpW2fsREZbXpdY89hq7q0tPM0Czt//rz7ZuDKzYdTd+CHvyAjF34+Q0pUebLLSqYRIYSwFe9fzxHwzk6S9jxBWU/FZlkLIQro3LkzKpWKv/76i3r16um+NpcSa46dPqDIz8/X/d3cRdmOpl3nbuw/piXr4JWsy+0dSYQK/lCx0H4oW67AAytIrRPOnegqJPRuSG6XZmREhlp1G1d/E2xoSo6MSpScTE2zveL+7RU31UnYl+ehGwQ/8Rspy/tStrmkNhfCVp566ilUKhUhISF6X9uT0wcUBc2fP586deo4uhnFCgoKAiA9Pd3g+YyMDECz5sSedWkZyyBhbOTCJZxOgpaLAcioGERKg4pU2nwWgJxAb46934vrXesaLKrtfJg7fcnVOisxLYxvsqZEJ1ipHbiFdVzt57GkLA3oS9v3x2nk5VO20xLSPu5EyMM1HN0aIdzaggULTH5tDy4VUAwbNszRTTBLtWrVAEhISDB4Xntce5296nJrKk0gsXX50/jevAvAiZc6kefrRZ6/t8mirrAOwtzdlY0FCEoHEcI4R6+lcBemAofCqWAtfSkgbC+040/k1Qgh8z9NMf91lxDCVblUQKG1bt065syZw759+7h16xZPPPEE3333ne7chg0beOWVV6hcubJD2hcdHQ3AwYMHDZ7XHm/SpIld63Jr9crif/0u5fZd5narosGVrd5SFqzXlp0ZazIHuVLgYGyRuHBvlk5RMpYIwdWnIbob368OU+bYLch4jnAvR7dGCGEPLhdQjB07ljlz5qBWqwkKCiInJ0dvHUFoaCifffYZkZGRDttBul27doSEhHD+/HkOHTpUZC+KZcuWAdCnT59i6+rRowceHh5s376dmzdvUr58ed25rKws1qxZg4eHBz179lT2IVxNvpqMikGUPXbNYEDhCI5+a2rsTXnhKVDWUnKak6GRF6XaaQ/2GpVw106zsX8j5mxKp71G1k84B9XNdAInboMtg8DL9huhCSGMy8jIYMuWLZw9e5a7d+8aXHerUql46623Snwvlwoo5s2bx9dff03r1q2ZM2cOTZo0wcNDP2tEmzZtqFKlCmvWrHFYQOHt7c1zzz3HBx98wHPPPceff/6py8Y0ffp0jh49Svv27WnVqpWuzOzZs5k9ezb9+/fXy1BVqVIlHn30URYtWsTYsWNZsmSJbtO+1157jcTERJ544gkqVqxo34d0MsfeOk6DOxn8/ZjjNk0y1pEpPIphSaBRuKPqTB3sggu5bbWGQkYu3JMtgmxXS+PslrLzKFdnLvdGNMKvfRVHt0aIUm3BggW89NJLpKam6o6p1Wq9xdrar50yoLh16xY//vijbjpSbGwsr732GgDHjx/n77//plu3blZtcjdnzhzCwsJYu3Yt5coZzxhRp04d/v77b6ufQQmTJk1i48aN7Nq1i7p169KhQwcuXbrEnj17KFeuHPPnz9e7/tatW5w+fZpr164Vqeuzzz5j9+7dLF++nPr169OyZUtOnDjB8ePHqV27NjNmzLDXYzmtyhvOcPTN7uT7yvi6EELYnVpNWNR35LSoQPrMWPwc3R4hSrGNGzcycuRIQkJCePPNN9myZQvx8fHMmTOH8+fPs3LlSs6ePctzzz1HixbKDLErGlAsWbKEZ555hvT0dF3UU6XKv28pzp49y6BBg1iwYAFPPvmkxfWfOHGCLl26mAwmACpWrMju3bstrl9Jvr6+bNmyhQ8//JDFixezatUqypYty7Bhw3j//fepWrWq2XWFh4ezb98+3nnnHVatWsXKlSupUKECzz33HO+++y5hYWE2fBInd+sedF9OueO32Tujn6NbUyxnmY5hyVoLe2VwcobN4ZyFo3Zld2bmTGlyln9fpVHwgNWo7maTsmko4RJNCOFQ06ZNQ6VSsWXLFqKjoxkxYgTx8fGMHj0agA8++IBXX32Vb775hmeeeUaReyq2y8z27dt54okn8PHxYcaMGezbt6/IXK0+ffoQEhLCihUrrLqHh4eH3r4Uxly9elU3xciR/Pz8eO+99zh37hxZWVlcv36dBQsWGAwmJv8/e/cd3lTZPnD8m5buSWmZZUNbhmwqyCh7FlkFVFSo4CuKAqLCT8WBG5HteFFAQMHFEgoIFJBWhsjeU6BUVoEOWug+vz/6JiZt0qZp0iTt/bmuXjTnnOc5T1Y597mf8e67KIpicKqvihUrMn/+fOLi4sjIyCAuLo4FCxaU72AC4PhtMv65T8x3I1EM9Ne1pYsMUy4M9x/898dSF9yFBQ2yRkXpMrTKsy19joXQ5vLdSZy3X+HOlefw9yjdue+FEAX99ddftGvXTjOxT36Ojo589tlnVK5cmXfeeccs5zRbhuLjjz/GycmJ6Ohog0/AycmJkJAQg+sgFCUkJIQDBw5w//59g12m7ty5w5EjR8yWwhG2a8vOTFq+e4i0nsGk1vM3eJwtzQBjK+1QKyw7UdprSxgKlsrT+Alb+3wIURTHo7fwGh9N8rpB+MuUTkLYhNTUVJ3lBFxdXQG4d++eZn0zBwcHHn74YbZv326Wc5otQ7Fv375CoyG1mjVr6h0nYIyRI0eSkJDA+PHjyc7OLrBfURQmTJhAamqqSV2qhH3486urZFT5hm5DFqPKyuXi022LLmSjjJ4us7VlshPadQYGuej8lDZ7DBzM+Z6U5WBi/3Hdn5LWZY/yvwb2+jx05ORSsdMP8NbD+PSvbe3WCCH+p2rVqty+fVvnMcC5c+d0jrt79y4PHjwwyznNlqF48OBBkWMbAFJSUkxeDvyFF15g9erVLFu2jD/++IPevXsDcOzYMV599VWioqI4d+4c3bp1s5tF8ETx1Vp3nNMvduJa7xBrN6VEbOUC0pwzKZUky2CP4yfsMQgqC8yRdSzOBX3+mdkKO3f+em3le24JHm/9AYGe8NbD1m6KEEJLSEgIZ86c0Tx+5JFHUBSFGTNm8NNPP6FSqdizZw87duwoMhFgLLNlKGrXrs2xY8cKPSY7O5tjx47RoEEDk87h5OTEb7/9xrhx44iLi+PLL78E8hZ3mz17NhcvXmTMmDGatRlE2eTz51Vuh9rGWhOloTQvtO3xot6eqcdGlOWLTrDM87PVu/zl4f0EcDxyC7fPD8PWIWDiTUIhhGX079+fuLg4zQRF3bt3p1mzZqxevZoaNWrQunVrunbtSm5uLpMmTTLLOc2WoQgPD2fOnDl88cUXjB8/Xu8xs2fP5saNG4wbN87k87i7u/Pll18yffp0du3axeXLl8nJySEwMJCuXbtabXVsUUpupOGelk5mxeJPOyyEEMIMcnKp2PkH0t5sh0fDitZujRAin6effpqgoCCqVasG5I2X2LhxI2PGjCE6OpobN27g4+PDlClTePLJJ81yTrMFFP/3f//Hjz/+yIQJE9i3bx8DBw4E4NatW0RFRbFu3TqWLl1KrVq1mDBhQonPFxAQQERERInrEfZl71MH8GgTXCamGLWlweJQstfTHO+FoffUllfMLmnbZHVn05Xma5Y/E1KczIgtZlFKRFHwbfsdOfV88Hgn1NqtEULoMX36dCpWrKgZGgBQo0YNfvvtN+7fv09ycjKVK1fG0dF8q9mbLaDw9/cnOjqaYcOGsWLFClauXAnA5s2b2bx5M4qiEBISwtq1a/Hx8THXaUV5svAY7X8/woI3n7Z2S8o0Sw/+LuwCPH9QYauBhDZTXy8JIkqmzF2o2wmvyM1UuJAED16Srk5C2KjPP/9cc2M/P3d3d5MWly6KWRe2CwkJ4ejRo6xfv57o6Gid7kg9evQgIiLCLNHQrl272LVrF9evXycjQ/8c+SqVisWLF5f4XMKGtM9L3T108Cy/92tX7OK2khGQCyHjmXPAuLnYe2bMGuQzXza4f7gXlzXnIWEcVJBxikLYqsDAQKPWbTMnswYUkNdPa9CgQQwaNMjcVXP37l0GDx7MH3/8UWDRvPwkoCiDmgXA1bF0qbmIum73OdmqKyiAQ9F3yWz1gsZW22VJRQUJ6u22eOFuzjbZSoBbGkIfKp+f9bLEZeVp3Gfs5+7hUfj5lv600kII4w0ePJhly5bprDthaWYLKJ555hk6duzIM888U+hxS5cuJSYmhiVLlhT7HC+//DKxsbE0adKE//znP9SvX98mVsQWpaiqB1yIxK/Xevp1nA9Aaq2KxH43EqVC0dkvW+izrj0FpVxoGWZrgYWttMOeyGe7bHBbcAiPN2NJ3jgUv6a+1m6OEKII7777Ljt37qRfv37Mnz+fli1bWvycZgsoli5dClBkQLF7926WLVtmUkCxYcMGAgMD2bt3L56enqY0U5QFtb2J/e5JvC4kUOvXE9ReU/h0xUIIIUzjHHURjzdjSdz9BDkPBVi7OUIIIwwcOBAXFxd2795NmzZtqFatGrVq1dKsmK1NpVKZZbVss3d5KkpmZqbJ4yhycnJ4+OGHJZgQ9AuFvUcz8TqfwNbfxhmVndCmfefUWtkKY89bFma00qeork/az9kWxlKU1ffBkiQDZ98cD9/E+4kokn9+lIqhEkwIYS9+//13ze+KonDt2jWuXbum91hTF5vOr1RHVSmKwqFDhwgIMO0PU6tWrbhy5YqZWyXs0R/Lb9Lo81gOfRxOtlfJ+vPa+gVPcS5i7bFPfmGra6sDCO3fS1toa9sIaIQoVdm5VAz7kdSZXfAZXNfarRGiWLp06YJKpTL489tvv+ktt3z5ckJDQ/H09MTPz49+/fqxZ8+eQs+1Z88e+vXrh5+fH56enoSGhrJs2TJLPC2jXbp0yeifv//+2yznLFGGolu3bjqPf/vttwLb1LKzs7l48SI3btzgqaeeMul8b731Fn369GHdunUWGfQt7EPMT3doNnMHhz4OLxcL3GlfxBYVXNhCcKQ9RsToMoWs5yAX8fbNlM9DWWRvwb7vw9+T3aQSnpOaW7spQphs6NChenu11KhRo8C2yZMnM2fOHNzc3OjVqxfp6els27aNrVu38ssvvzB48OACZdauXcuwYcPIzc2lc+fO+Pv7s337dkaPHs3Ro0eZPXu2RZ5XUWrXrl3q5yxRQKGdUlGpVNy4cYMbN24YPN7JyYnw8HA+++wzk87XrVs3Vq5cyX/+8x/Wr19Pjx49qFGjhsF0TefOnU06j7Bdv69JosUHWzkyvS/plUtn5gJrk242tkHeB1EStjAhhLHc3/6DCucT89aaEMKOffbZZ9SpU6fI43bs2MGcOXOoVKkSe/fupWHDhgDs3buXLl26EBkZSZcuXahY8d+V4RMTE4mMjCQnJ4fVq1czZMgQAG7evEnHjh2ZM2cOAwYMoGvXrhZ5bramRAHFpUuXgLyuTPXq1SMiIoKZM2fqPdbZ2Rl/f3+cnJxKckpSU1NxcnJi2bJlRaaUcnJySnQuYVt2RN2j1TubOfZmL+4H+lq7OcIAU+9E2/KK2MJ05TEzYQ9BgyFOm//Gfe5B7h4ZhZ+sNSHKiVmzZgEwbdo0TTAB0L59e8aNG8f8+fNZsmQJr7zyimbfokWLSE5OZuDAgZpgAqBKlSp8+umnDBkyhNmzZ0tAYQztlMo777xDy5YtLZpmWbp0KWPGjEFRFFq1akW9evVk2lg7MPblDJpeiWPY0YPs6daKk62CePd548tv2g/Oifdp/eYmTrzWjdR6lczexrKyJoC+7iVFDYzNP41tceirV7q4iPLOFiZ9MIXjsQR8RmwgZUV//Jr4Wrs5QpSK9PR0zSxHERERBfZHREQwf/58NmzYoBNQREVFGSzTv39/XF1diY6OJj09Xe/sSmWN2WZ5euedd8xVlUGffvopLi4ubNq0iS5dulj8fMIM7mXy1M5duGZm8fMz/Qj77U8anL4MT3YBL2ejqqhwL4NWb0Rx5sWOpIRUsWhzhRCiPHK4nkrFjitJ/agTmQMaWLs5QpjF4sWLuXPnDg4ODgQFBTFo0CBq1aqlc8yZM2fIyMggICCAwMDAAnW0atUKgGPHdKeoVz9W79fm7OxM06ZNOXDgAGfPnqV587I/Fsli08YmJSVx7949gyta539DjXH58mXCwsIkmLB1igLHbrPxudM0jbvKmVYtuN6/CQDrn+hJ48PnqdxiDTV+6AKhVQut6qO5mTy3MooLox8msXnBQVTmZE99nIujtDMFljhf/LkMAAKDXHQea28zJxkvUXLlOUNld39DHmTjF7yYB882w/O1VsjE7KKs+OCDD3Qev/rqq7z11lu89dZbmm1xcXEAeoMJAA8PD3x9fUlMTNSsPJ2SkkJSUlKh5QIDAzlw4ABxcXESUBTXjRs3mDZtGr/++it37941eJxKpSI7O7vY9esblS+sKDMHkjMgOROSM/js41SCrl2nadxVbvr6cLFBAzaEtqFqI92ZmE61bEh8naoMfCaaii7ZJKU7kOPomPdTwYFcx/89ruDIU9fusK17K85UqA35+tfru+iTtQIM0+76pO+Cx5SLIH1lyvOFZHHZa9cYUYbkKlSqs5DMzoG4fVk++noL23bw4EGaNGmid9/JkyeNqqNz586MHTuWRx55hGrVqnH16lVWrVrFBx98wNtvv423tzcTJ04E8sbmAri7G5410sPDg6SkJFJTU/Hy8tKUKaycuku+9rFlmdkCiuvXr9O2bVuuXbtGjRo1CAgI4NatW7Rv356///6bmzdvolKpaN++vckDs59++mlmzZrF9evXqVatmrmaLoxxOYVDvXfiff8BACoFsh0deODszAMXZx44O9PI2ZnLlSuzqXVLsisU/tFKqejFdy8M4uEWCgf/ysUxJwfH7Bwcc3NxzM577JCTS5ZzBZIq+eitw5IDeEtzTIX2ebQvMPU9P2ODpaKCB3uhnYnQ91jYLlnUzj64T98NgHP0kCKOFOVZw9824ORk+TGrBzNqAyklrue9997TeRwUFMQbb7xBmzZt6N27N++88w7/+c9/cHNz0/SkKWyBt/y9bQz1vinuMWWJ2QKKDz74gGvXrvHee+8xbdo0IiMjWb58Obt35/2xiomJ4fnnn0elUrF582aTzvHGG29w5MgR+vTpw4IFC2Ra2FLw7pcKLf48RZvdx9kY2oErVSoXq3yh3VFUKv48qgJnB7JLf9F2g8riRVBpPaeSnEdmeBL2zt6Cd8fjCbjPOQinR4GZVssVoqRat25NbGysReru1asXbdq04cCBA+zbt4+uXbvi5ZU3BX1aWprBcvfv3wfQrGmhLqPe5+3tXWSZss5sV3G//fYbdevWZdq0aXr3d+7cma1btxIcHMz777/Phx9+WOxzqKfyunLlCl27dsXZ2ZmqVavqjSpVKhUXL14s9jnEv2bOSGPEzztJ8vNi6UsRXLks0/CWJlO6bmlnJbQvbix9oVPSgMXUYMIS4yespax1fyqLgXmZkpNLxQ4rSXuzHR4NfK3dGiFKTcOGDTlw4ADXr18H/h3TGx8fr/f4tLQ0kpKS8PX11QQS3t7e+Pj4kJycTHx8PI0bNy5QTl2fKWOG7ZHZJpn+559/aNGiheaxo6MjABkZ/3ZRqFGjBl27duXnn3826RyXL1/m8uXLKIqCoihkZGRw5coVzXbtH/UaGcJE6y/yxNfr+bNzc7YMCSPb2XYyCEIIIUrG68mN5FT35MGUUGs3RYhSlZiYCPybOQgODsbFxYWEhAS9QcWhQ4cAaNasmc529UBr9X5tWVlZnDhxAhcXF4KDg83afltltoDC29tbp7+Yr68vkBdoaHN1dS2wzVi5ubnF+hGmu/XiXpaPH8LloJqabfZwN9gcA7Lz3923BfsPlu0uQaGt9b93gUEuOj/591mKtV9vc97dl0xB6dl/3D5eb9fFx3DZ+DdJ+5/E3126OonyIyEhQdOdSj3dq5ubG926dQNg1apVBcqot4WHh+ts79+/v8EyUVFRpKen071793KxBgWYMaCoVasWly9f1jxu2rQpAJs2bdJsu3//Prt375YB1XYgw8WZi1fzBsFq/xSHNQIQS18EWutiQX3BXdSFrnYwpL64sZeLnOK8d/YQ3JaUud47WwuOhXU5/XYJz5d3krRjBJWqlP3vkSh/9u3bx86dOwsMir58+TKDBw8mLS2NRx99VGe618mTJwN544HPnz+v2b53714WLlyIt7c3Y8aM0alv7NixeHt78+uvv7JmzRrN9lu3bjFlyhSdessDs/Vj6datG3PnzuXmzZtUqVKFRx99FA8PD1599VWuXr1KYGAg33//PTdv3uT5541bJjklJQVnZ+cSRXfp6elkZmbqHTAjDFPMcNMq/lxGqV/4mSNDYWuzI5U0SLL0bDvmqlv93hX2fEvr82RrUw/b00ru9hC8llcOcSn4DF8PP/fHt1PhawAJYa/OnDlDZGQk1apVIygoiKpVqxIfH8/BgwdJT0+nSZMmfPPNNzplevTowcSJE5k3bx4tWrSgZ8+eZGZmsm3bNnJzc1mxYgV+fn46Zfz8/FiyZAnDhw8nIiKCsLAw/P39iY6OJikpiQkTJtC9e/fSfOpWZbYMxciRIxk6dCinT58G8l7ohQsXAjBz5kwmTZrEX3/9RePGjY0ekF2xYkXGjx9fonY9//zzBT4EomiZD0reZaysZChs7S5/YRe7htpZmhejJQ6ADHR/KmuK+55Y6vNnS59tYUE5ufg1/RYmtIDBshK2KLsefvhhnn/+eapVq8apU6dYvXo1J06coEWLFsyaNYu//vqLypULzlg5d+5cvv32Wxo1asS2bdvYs2cP3bt3Z9euXQwdOlTvuYYOHUpMTAy9e/fmyJEjbNq0ifr167NkyRLmzZtn6adqU8yWoWjevDk//PCDzrbHH3+cDh06sGnTJhITEwkKCuLRRx81eh0K9eDrkipvcwGXNflXSbYW9Z1+S2YwtLsrabaVYLYna1EHFeUhMDBFYQsL2lqGzBjW/rzZo1LNOqVlUbHNcnLq+uD4mUy3Lsq2Ro0a8eWXX5pUdvTo0YwePbpYZTp06GDycghlicWn7qlVqxbjxo0zufwff/zBM888U6Lywjryj7mwdkBQXPkvkkrzosmeFgXL31ZzBRHqMSOlpbTPB+ZbsdzcbSiKdtBjy5/T/QdtN6gttfc5J5dKtReS3dQfp93DZb0JIYRF2PxcoBcuXODChQslqqOw1Q+FHpLREUKIMsG38w8ovi4k7xyBfwX5v1AIYRlmDyguXbpEbGws169f11mDQptKpeKtt94qsq6dO3eau3nCGArk2lAQZquZDUsvRKav+1Nxygnjqe9i2+rdbFtly9kJNVvNUqi7PBXnNSzWdzszB99231PhQhK377wo08MKISzKbAFFZmYmY8eOZcWKFUDh4xaMDSjCwsLM1TxRHLmKRdLi+qadVQcL2uMkrDE7VEnZUr/3/BcqttAmU+W/EDR3lyRbvNC0Nu2+/fk/Q/YQQFiTrXzXVCkZVAr8L1mtqnA7aQL+HhJMCCEsy2wBxdtvv833339PxYoVefLJJwkKCtKsQijsjKIgnZ5sh/ZFisXuZtoxU8c+WCOYKC/viTXY48KPlgjQVEkZVKr1X9KHBeO6ojf+NpRtFkKUXWYLKFauXImvry+HDh2idu3a5qpWWEnF1DQ6nTzFyVo1uevlZbHz5M9aFPbYHrIW1lgvwBZmVCrqOVt0HQw7CSbsiTUnJLBnxckKWiTrk5VDxZbLYFB9XFf2MWPFQghROLMFFLdu3aJ3794STJQFTo5U/msIo7Zc5vCc3fjcv8/FqlU4Wasm56pXI9PIaX+F+RXW51q7r7ihY6x1h9xaswFpZy9KO4goK93OhGWY8n0o7IaF6vZ9KtX7hqz21XFY0bdkjRNCiGIyW0BRu3Zt0tLSzFWdsLZ6PvB8c744F4JjTg71btykydV4+h04RFaFCpyqGcjJWoHEV6ok0xAKIYQ1ZedSqd43pI9uSur87vg7W7tBQojyxmwBxZgxY/jggw+4evUqNWvWNFe1wsoWzVF3M6oL1GXsyxl4PnhAo6v/0PPIcWrcucs1v4qcrBXIqZo1uefuZpbz6hvAbevkLrTxTM1YaGcZtDMPhXV7slb3JlvvJmTKLEOicHoXpjTj3wVDdbkuPEpOfV9S53XD3zx/goUQoljMFlC8+uqrHD58mL59+/L5558TFhYm6z+UQXkBhgvgCzQBRWHJqBs0jbvKmOgduGRlsal1S47XMX/XN1tZMVuf0gwmCszAU4wLZn0Xj+qLSkMXl+Z6buZ+jayxEJ2pbLnrU1mYwclePgeW4LLyNJ6vx5C8dpBMDSuEsBqzBRQNGjQA4MqVK3Tv3h0nJyeqVaumN6hQqVRcvHjRXKcW1qRS8d7yakA1IJQXx9/jhU1bqJCTy+H6dS1ySluZVtYWLw5Nob6QtOWLXkPsbf0IawzaN8RW2lEabGHiguIw9r1xf+sP3OcdJCl6OL5h1SzbKCGEKITZAorLly/rPM7MzOTKlSvmql7Yic+/8OKFF/swftMWHJRcDjaob+0mlVnF6a5SnMW98tdpqQtPQ/Xa851yW1XeX9PSDCRKK2h02nUV93kH4dIz+AZabiY+IYQwhtkCitzcXHNVJezcl597wv1HUR7agGNuLvuDGpZ6Gyx5R9KW7uwaCiqM7QKifZwt3L0t7xe+llQWujbpY0vdnUx9bYv7N8XhfCI+A9bA1z1AggkhhA0wW0AhhA53J5qeeJTchzbgoCjsCw6y2Knyd4GypQuM0mDshWJxshTWIoOETVfk+19GX1djxtKU1mff0HdRX8BQkhsTfq2Xw6utIbKJ6ZUIIYQZOVi7AaIMc6vAl3170eb8RdqdPWft1gghhN1zf38viqsjfNzR2k0RQggNkzMUcXFxANSoUQNHR0fNY2PVqlXL1FMLO/LfBR6Mm9CLV9eu5+8qlbnl62uR89jKQG1rMubufmF3cu1t4Kq9sqWB2WVFYVkKW/08mzIJgufzW3FdcZq7R0bhZ5lmCSGESUwOKOrUqYODgwOnTp0iKCiIOnXqGD1NrEqlIjs729RTCzvz3/nuvJvYiad3xjBrYDiKQ9GJMXVwYGg9CmPXqcg/RkAumgtnzdelrHbJEaVDs0p8KY0L0g4E8s+Ulp8x0zEXFWi6ffInritOc+fSf6gUKItNCCFsi8kBRefOnVGpVLi7u+s8FkKfd7+rwZpOgfQ6coz5b79GcNQ2azepTCvqjq2+fRJklR5TZtLSt1iaBGEFldbn2NyvvcHPgKLg+WI0rt+dIvHg0xJMCCFskskBxe+//17oYyHy+61VC15Zt4E6ly0zK0lRC9+Za7C2La/XYE+Dmu2lnZZSkveqvL929qrYfzMeZFOx/fc43EjjzuXnqFTD1SLtEkKIkpJZnkSp+XqeGzzfg7d6KcwalEOOo6O1mwT8OwNMWesOpf088s9yY8xztHTAZMt32a3dNlt8TUTpcl1yHM9JO8jsUxfH409Rydk2/l4KIYQ+ElCI0hXiR9DkhvRddYSotta7cs+frdB+XFgmQ+ci3Yh+0dag7863LQVJpXmxnP+1KO77U9jxlnwe+vrnC9tiqWygw5UUfLv/hCrhPux7DOfWVcx/EiGEMDOTA4rly5eX6MRPP/10icoLOzahJUHzVlOzTm2uBvhbuzVCCGET3Gbux+P9vTx4sSVpH3XGX4ZLCCHshMkBxejRo00ahK0oCiqVSgKK8sxBxfKuYTy7NZov+/Ym2dOjwCHGzuJkSFHjKSxFpgTVJXfXjSOvk/0pzntW1N8Ex9N38Bq9mQqn73D32Gj8GvkgsYQQwp6YHFC8/fbbBQKKCxcusGLFCjw9PenVq5dmrYm4uDi2bt1KamoqTz75JPXr1y9Zq4Xd+2RJAB893oEXN/3GTx0f4UL1atZuktlYe9C2LVyc2kIb1Cz1Plh7nIXQZWsrwRv1uctVcH9/D+6zDnB/SigVDj2BXwVZb1YIYX9MDijeffddncdnz57l4YcfZvTo0cyePRvffAuYJScnM3nyZNasWcPevXtNPa0oQ974oRaTn+vL2G3bOVqnDtubNQUzTT1sqcyErV20WEJJL8ANzsVfxCxbZf11zU8CEfOw1mQKJf2eOFxIxK/VcnLq+sDpUbg38DVLu4QQwhrMNij79ddfJyAggEWLFuGgZ+EyHx8fvvnmG2JiYnj99ddZu3atuU4t7NjshRUhewjx7XcxdtsOlnftTKaTk7WbVShjF84qyWBgU5XkIrWsdNUq7edh6HwSMJQOewxEXb47idf4aNJefxiP99pZuzlCCFFiZgsoYmJi6N27t95gQs3BwYHQ0FB+++03c51WlAUVHOj1V1f4+Rz+r0SxpEc3bvn6mFxd/vEXpT2OwhaYMkuQKYutFVWHdvAVfy7DYu9FWQmGhH0w9fPmcDkZ30dW4JCaBXsfw6ONzOAkhCgbzNZZMyMjg7i4uCKPi4uLIzMz01ynFWXJ8CCWdw1j7LbtNLt0xdqtEUII88hVcFtwCL9mS3kwqQ23UyaCBBNCiDLEbBmK1q1bExsby88//8zw4cP1HvPLL7+we/duOnfubK7TijLmveXVeOmF/kRu/506t26xIbQNipnGVViCsd2fSou+O6f65su3tXaXhGQnhKWV5DPmtP0K3sPWk1vNg8TYx6nYrjIF57UTQgj7ZraAYvr06fTo0YPHH3+cb7/9lmHDhlGrVi1UKhVXrlzhl19+YevWrTg6OhYY0C2EtgVfekPuAC6H7ePFjb+xpEdX0lxdTa6vsClozdkFx14GbBta1M/cbS9qELY5SDAhLKkkny/V3XS8B6/F6fAt7n3TG69RwVS04ZsjQghREmYLKMLCwli1ahVjx45ly5YtbN26VWe/oij4+fnx9ddf06VLF3OdVpRVDiqGxLZnzpALTFq/keVdw2QRPDNQX+Rrr9Oh/j20tf2MNbGXQMLQasoy5axlmDuoN2UKaMfzibh/sBeXtefJGBIEscPwcjHbf7VCCGGTzPpXbuDAgXTv3p1ffvmFP/74g2vXrqEoCtWrV6djx44MGzYMLy8vc55SlHEvr2nA1DE+jN22g11NGrMvJKjUzm3KIGJDFzT6LkxsYRE87ezNmh8yGPK4aUGFXBgXZO33trwpjYxYobJy8H4iCuctl7n/cmu4+zwuXs5WbpQQQpQOswUU8+fPx93dnbFjxxIZGUlkZKS5qhbl3IzFAfBgKOeHvsYTu/rzQ+eOpTKuwtTuULbc9Sm0dV77rDHzlaFz2uprJeyPuT5LxQ0GnTdcwHvkRjI7B0LSC7h72PbU10IIYW5mCyheeeUV+vXrx9ixY81VpRD/cqtAv42ziW2xlaB/rnE2sIZZqtXu+pN/W/7txVFUpkLf47J2R1v7+ee/eyxBRB7p+mQ+VvlMZefi+Z8tuK46B1uH4Ny1phUaIYQQ1me2aWOrVq2KawkGzgpRJJWKPxqF0PbCRWu3RAhRzlXYfx1/vwVUOJfInX+eBwkmhBDlmNkyFL1792bz5s1kZmbi7Cz9RoVlvL6yFmebfMuFvh+Q46gAEBy1jbPhPQmO2ma282gPVi6vzHnX3Ji7x2UtQ6NmyiKDwoYpCl5PbcRl/UXufdWTjJGN8XezdqOEEMK6zBZQfPjhh2zdupWRI0cyf/58qlWrZq6qhfiXg4pDzRN4dOFi1r7wjGazOYOJ/PR1i7IEc6xUbQzpblS69HVrs4UB+eJfxr4XjkdvUbHTD2Q38IWEcXj5uiDTjAghhBkDitdff53mzZuzZs0aNm7cSKtWrahVq5beblAqlYrFixeb69SinNkedpXBUV/obDsb3lPzu3Zwoc5cqPcbCjzyZyPUj0uSpbDU+g7FbofcFbc5EkzYH9dvjuL5yu/cW9Adr3FNrd0cIYSwKWYLKJYuXar5PT09nT179rBnzx69x0pAIUpi0bhfOb3gXSpkqch2+rfbkz7q7ep/iwos1MdYMuNRWowJJNSDxwubctPaAVFZUpYH4dsjo94DRcHriShcNv5N0s4R+HasavF2CSGEvTFbQLFz505zVSVE4VQq/mp9i9BDVdjz8A2TqtAOLLSzG+VVYUGFrWRayhIJJmxDUV3PHK6l4heyGCq7Qcp4fN1kgToh7NHdu3cJCQkhISGB4OBgzpw5Y/DY5cuX8/nnn3Pq1CmcnZ1p164d06ZN45FHHjFYZs+ePXzwwQfs27ePzMxMGjduzPjx4xk1apQlno5NMutK2UKUlu1hVxn5c7DJAYUQQhRGvbbEg3EtcFsg/78JYc8mT57M7du3jTpuzpw5uLm50atXL9LT09m2bRtbt27ll19+YfDgwQXKrF27lmHDhpGbm0vnzp3x9/dn+/btjB49mqNHjzJ79mxLPCWbY7ZpY4UoTX/XSaHGdQ+cM0r2ETaUndC3Pf5chkljKqy+gm8hCss6qJ+v+jnvP/jvjyiZ/cd1f0TpC33IcHbC/aN9eI/cSMoP4RJMCGHntm/fzrJly3j22WcLPW7Hjh3MmTOHSpUqcfToUdatW8dvv/1GTEwMjo6OREZGkpiYqFMmMTGRyMhIcnJyWLVqFb///jurVq3izJkzNGjQgDlz5pSbHjxmz99mZWWxdu1aYmNjuXbtGiqVimrVqtGpUycGDx6Mk5OsICpKLrZHDIvb/of2f1VFnaMwZ9clc09Fq+8ivKguRNaeCUg9q1V5nz5XWJehALakXfAMfb/c3/kD9zkHuXt4FH5NfUt2EiGEVT148IBx48bRuHFjXn31Vb7++muDx86aNQuAadOm0bBhQ8329u3bM27cOObPn8+SJUt45ZVXNPsWLVpEcnIyAwcOZMiQIZrtVapU4dNPP2XIkCHMnj2brl27WuDZ2RazBhS7d+/miSeeID4+HkVRdPZ9+eWX1KxZk5UrVxbaD00IY23vHM/Y5U1Y2Tzvsb4gwNQgQ13OkgO0Da2mrXOMnrvXpTWdrPpCTt90uTKuomiSeTAv9WfNmO+NSe5n4TNkHU57rnH39DP4NZAJYYWwd9OnT+fixYv8/vvvhd7QTk9PZ/v27QBEREQU2B8REcH8+fPZsGGDTkARFRVlsEz//v1xdXUlOjqa9PT0Mr/4s9kCinPnztG3b19SU1Np3bo1Tz75JHXq1AHgypUrfP/99xw4cIC+ffty4MABnehPCFNcrZlKwB1XXDKzyHAufuZrakBLZiQcZmpASwBmJBzW7CssQxF/LsOoNSny39m39DoW1mCxizs7JoGEeeX/fJn6eSssEFfdTMMveDHZzQPgwUv4VZDewELYu2PHjjFr1iwiIyPp3Lkzly9fNnjsmTNnyMjIICAggMDAwAL7W7Vqpakz/zm092tzdnamadOmHDhwgLNnz9K8efMSPBvbZ9aF7VJTU5kzZw4TJ04ssH/ChAnMnz+fSZMm8eGHH+pMMyuEKWK7x8DIvwhI+Q/bu8Zrtpur61NhmYniLHZX1DGmXJRbuzuUJZTF51TWhT5k/wGUerE6Hg/GaVlvUKms3SQhRAnl5uby7LPP4uvry6efflrk8XFxcQB6gwkADw8PfH19SUxM5N69e3h5eZGSkkJSUlKh5QIDAzlw4ABxcXESUBhr+/bttGzZUm8woTZhwgSWLVtGdHS0uU4ryrthQXQfVVMnoDCGOithbaYMcFZfwKn/1V592Z6VpWCiLFxoG8MenmNhnyvnzX/jPWIDzA6Dl1qUWpuEEIYdPHiQJk2a6N138uRJo+pYsGAB+/fv59tvv6VSpUpFHp+amgqAu7u7wWM8PDxISkoiNTUVLy8vTZnCynl4eOjUX5aZLaBISEgwaurYkJAQoz8QQhSprg9e95zwTHUi1TPL2q0RQtgJp9h4vEdsIOWnAXgPqWft5ghh02o0cMHZxfLddh0qQG4J/yu/evUq06ZNIywsjNGjRxtVRj3uV1VIhjL/2OD8j40pU5aZLaCoVKkS586dK/K4c+fO4efnZ67TCkHsI9cYu6wJPw09x/Wq9w0eZygroT12wpxKa8yEpe4SF7WCtiiYJSoP9D1XW85U6OtK5/zrebyf2kTKkj4STAhhY1q3bk1sbKzJ5V944QUyMzP56quvjC7j5ZU3CUNaWprBY+7fz7u+8PT01Cmj3uft7V1kmbLMbAFF165d+fHHH/nmm28MzvX7zTffcPDgQZ544glznVYIXpr9Ne9PH8X4r5tRMcmFfW1vsKvjNeJq3tMcYyiY0N5u7sDCmOlW1UGHpWdNMjYw0DcAVoKKouW/oLblC+zyJn8w4Xj6Dt5PbSJ5zSB8BtS2TqOEEBYTFRWFr68vzz//vM729PR0IG+8RJcuXTTHenp6UqtWLQDi4/V3n05LSyMpKQlfX19NIOHt7Y2Pjw/JycnEx8fTuHHjAuXU9anrL8vMFlBMmzaNdevWMW7cOFauXMkTTzxBnTp1UKlUXLp0iRUrVhAbG4u7uztvvvmmuU4rBLhU4K2PVuT9nprJLzNH8cz3jah2w4P9rW6yq+M/zFAOg0p/YKEOJLRne1IP7FbP9qT+3RBT1mooLIOhfRFvzVmUSjOYsLe7/RI02N84HpeVp/Eat5XUGWESTAhRhiUlJbFr1y69+x48eKDZl52dDUBwcDAuLi4kJCQQHx9fYJD1oUOHAGjWrJnO9ubNmxMTE8OhQ4cKBBRZWVmcOHECFxcXgoODzfK8bJnZAopGjRqxfv16Ro4cya5du4iJidHZrygKVapUYcWKFTRq1MhcpxVCl6cz70//Ie/39GwaR8dR5YsFtL9WlTtt0rneLY2kJhnFWiPeUutQGMvQLFCmXMQZCnzyZ0oKK1MWp78tirrbjK1fMJcGe52Ny/HwTbzGbSVpcwS+PWpYuzlCCAsxNG7h8uXL1K1bl+DgYM6cOaOzz83NjW7durF582ZWrVrFpEmTdPavWrUKgPDwcJ3t/fv3JyYmhlWrVvHkk0/q7IuKiiI9PZ1+/fqV+TUowMwL23Xv3p2///6bn3/+WbNSNkD16tXp1KkTw4cPL3QEvRBm5VoBwuvRN3wOZOXg+3s8FRYtp+kMfxKbpXO9exp3W6RrMhPhIf/LcjBSU8UMrSloDa1JYQx9GQ+06ivsgt6cAoNcZOVrE0kwYZitvTb5Ax6XZSfwemk7vNJaggkhhF6TJ09m8+bNfPDBB/Tv31+zXtrevXtZuHAh3t7ejBkzRqfM2LFj+fDDD/n1119Zs2aNZrXsW7duMWXKFE295YFZAwrImzpr9OjRRo+sF6JUODlCz9ocr3IbcsDvqCvVtnvQeE4lkhtncObFu9ZuoRDCApw3XMDrpe0k7RiBb6eq1m6OEMJG9ejRg4kTJzJv3jxatGhBz549yczMZNu2beTm5rJixYoCkwr5+fmxZMkShg8fTkREBGFhYfj7+xMdHU1SUhITJkyge/fuVnpGpcvsAYUQtiy82by8X1oCoyHqyESqRXvQ7P0AWA/kmzFOJ6NgQ4zpcqKd7Shqde/iLNSX/1hbGe9hCbZ2591W2Mvr4rT1Mt4jN5Ly0wAJJoQQRZo7dy4tWrTg888/Z9u2bTg5OdG9e3emTZtGx44d9ZYZOnQoMTExfPDBB+zbt4/MzEwaNWrE+PHjiYyMLOVnYD1mDyhOnDjBl19+qenypFKpqFatGp07d+b555+nadOm5j6lECYLbzEPWgC3RpDs1pg0JZbwjLyuT1FnRhodTDS/dJmXNv7G2vCL7G17gxxHhf2tbxYIULTrOxve0+TxGSW9oFMHA8UJJISwddqBtvuHe3GfsV/WmRBCAFCnTh2j1oUwpZdNhw4d2Lx5s4ktKxvMGlDMmzeP1157jZycHJ037e7du5w8eZJvvvmGmTNnFrqathBW8c5OXGePIDPnEvCAqDMjdXY7ZzjQ/8BBbvj6kubqimNOLo65uXg9eECD6zfodPoM3zx9EtcMRxpe9OXZ5U1YGXGWr8ae0KnH1IxHSaeV1Q4YjA0e1FPG2kqwYa+DgUUpUxRcvz6G+4z93Lkwlkq1PazdIiGEKPPMFlBs27aNl19+GXd3d8aNG8dTTz2lmTb28uXLfPfdd/z3v/9l8uTJNG3atNz0KRN2wuMWSTl+VHQcDSzX2dX6cABzX+/MA6cjKI4P2NmkLdmOjuQ6qMhROXCuRjU6/daBZ6v/u3DNE536sfLZ3igq+O8Y3aDClpQkWCiqG5W5aGdjSntqWXuZDrU80vsZyFXwHrwW551XSdo+QoIJIYQoJWYLKGbPnk2FChXYunUrjzzyiM6+Zs2aMXPmTIYMGULnzp2ZNWuWBBTC5ripWqHS+kqosmDAprpMmd+KGRMPMvWzvECjvxF1rRy9iSGuvVnzVD+a7+vOV3170/nkKUbs/i9d+qjIqfBvBu9seE8Cz8VY7AK9OIvT5T/WGgvbGXPxLtkKof05CX0IVPcyqVTjK2jmD3fG4ettG5k1IYQoD8wWUOzfv5+wsLACwYS29u3b06VLF/78809znVYIs3FS1SFDOYfTk0MJP+4DFyrRv1012NGBqZ2K301vzWNbYGA2TXut4YuvF2u2e6Y5keyTqRk/ERy1jXgKn8rVlK5O2mWMKV/cblXW7golQYVQc4i/h1/jJRDZBL7uYe3mCCFEuWO2gOL+/fsEBAQUeVxAQAD3798312mFMJu03B34OT4HuZfgqw1QOQ0anytZpW4VIHY4Cwad5ZaPNyNi9zD+m4f46NVSvu0vRBlV4V4Gfh2W8GB8S9zmdrZ2c4QQolwyW0BRs2ZN9u7dS05ODo6OjnqPyc7OZu/evdSsWdNcpxXCbPyVvy1W90vrggF4+bnuvPB73pgKfbM82eKq1Nbo9mSs0hpToT2WQvtcMraidKlXK1e/BxUO3cS3z488+E9zCSaEEMKKHMxV0cCBA7ly5Qpjx44lJSWlwP6UlBSeffZZ4uLiGDRokLlOK4Rdcc/IoOHfvqhyCz8uMMil1IOJwro6lbX1JUwlXaysSzuAq/BHPL5dfuTeVz1x+6KL1dokhBDCjBmK119/nTVr1rB8+XLWrVtHv379NLM8Xbp0iY0bN5KSkkK9evV4/fXXzXVaIezKLR9vkr0yaPC3Dw5nVpWorv0H9Q+ithTtum0pY2HNi3yZBcry9L2/Ff68jm+/1dxb2AuvZxqVfqOEEELoMFtA4efnR2xsLM899xwbN27khx9+KHBM//79WbhwIRUrVjTXaYWwK9/Mc2NNXDwBd9zY878uT4V1fbKFLk/65A8uShLIlOWVtkXJ5Z/NyWnz3/iM2ADLeuP1RIj1GiaEEELDrAvbVa9enQ0bNnDp0iX++OMPrl27ptnesWNH6tata87TCWGXzgYlMuOdDnT6bbXRq2Ubygjk317Si3tTSBAg4yosSfu1rfDn9bxgYu0ACJfVr4UQwlaYNaBQq1u3rgQPQhjgm+zC2QaJFqvfGkFFSai7bdlTm42lHkRs7HZhmPOv5/F+ahN81V2CCSGEsDFmG5SdkZFBXFwc9+7dM3jMvXv3iIuLIzMz01ynFcLuVLrryo9Dz1u7GULYDYfLyXg/tYnk1QNhbFNrN0cIIUQ+ZgsoZs+eTd26dTl69KjBY44ePUrdunWZN2+euU4rhF2qetMdwKjuTsVl7Tv9MhNS3mugfh3Uv2tv07ddXjf9VMkZ+DVbStrrD+PzaB1rN0cIIYQeZuvytG7dOurWrUvHjh0NHtOxY0fq1KnD2rVree2118x1aiHsSo6DQpVb7tZuhlWZY5Yoe70At9d2W4MqK4dKNf/L9W4NqfZeO2s3RwghhAFmy1BcvHiRxo0bF3lckyZNuHjxorlOK4Rd6bGxK4+vDuJUyF3NtrPhPXX+LUr8uYwCC+DZk8IGmBsbaNjyRXlJ2iaZCi25Cj37LoSHq1JtSz9rt0YIIUQhzBZQpKWl4eHhUeRx7u7uehe+K4v27NlDv3798PPzw9PTk9DQUJYtW1bsepYuXYpKpTL489hjj1mg9cIS+ny7iAt1k9jc84pmW3G7PeVf9C60te6PpeXvzqO9raQXw9buriVsR/vnfibLywVihlu7KUIIIYpgti5PNWvW5MCBA0Ued/DgQapVq2au09qstWvXMmzYMHJzc+ncuTP+/v5s376d0aNHc/ToUWbPnl3sOps3b06LFi0KbH/44YfN0GJRGvofOMT2nvGgsnZLimZoKtT9xw0HD4XNXGRLi+HZGvVrqv69vKv33V9UPHUD0l8CBzv4sgghRDlntoCiV69efPXVVyxYsICXXnpJ7zFffPEFFy9e5LnnnjPXaW1SYmIikZGR5OTksHr1aoYMGQLAzZs36dixI3PmzGHAgAF07dq1WPUOGjSId9991wItFqUlICWFnwfLDE9CGBK4/gQh/93DrpVPEeZotiS6EEIICzJbQDF16lS+//57Jk2axPbt2/nPf/5D/fr1UalUXLhwga+//poNGzbg7e3N1KlTzXVam7Ro0SKSk5MZOHCgJpgAqFKlCp9++ilDhgxh9uzZxQ4ohP1LcXdnwocfsiG0jWabsWMnDFHf+bdkd6GSdmXSzk6YYxVwQ2s7lAXlcY0K9Xt3/Ldkms3Yzp7/DiNsmJ91GyWEEMJoZu3ytH79eiIiIli/fj0bNmzQ2a8oCv7+/vz888/UqVPHXKe1SVFRUQBEREQU2Ne/f39cXV2Jjo4mPT0dV1fX0m6esKLvwzrx9s+rOVi/Htcq5V0wWWLqWHMozkVt/mP1dW/SHkh+Nrwn5HvegUEuOuXK6ngK7e5N4l+qW2l0Hb6Uc2Pb8ciY6tZujhBCiGIw60rZnTt35ty5c3z99dds376dq1evAnnBRo8ePRg7diwVK1Y05ylt0rFjxwBo1apVgX3Ozs40bdqUAwcOcPbsWZo3b250vQcPHuS1114jJSWFqlWr0q1bN8LCwszWbmF5b68I5BvXk0z74Qe6b1hXYH9JgovSyFSYSh1MaGdj1L/bakBVEoUFDfq2l/fxE6p7mVRqsIgrgx4i6CsZEyaEEPbGrAEFgK+vL1OmTGHKlCnmrtoupKSkkJSUBEBgYKDeYwIDAzlw4ABxcXHFCiiioqI02Q+A9957j7CwMH766SeqVKlSonaL0vPs4q9h/X/pGlODnZ3/MXv91gws1OfOP63t2fCeTA1oSXjIKc22qDMjAZjxv8Ai8FyM3roKex62eqe/uO0q71kLp84/c6tdbWr/0s3aTRFCCGECGfFmZqmpqZrf3d31L16mnl5X+9jCVKtWjXfffZfDhw+TnJzMjRs3WL9+PSEhIezatYv+/fuTk5NjdBubNGmi90fWBylFH3XgvY/K30Jd11zumLU+e76jb6jt5S2w6LZgC94X7+CwIdzaTRFCCGEis2coyoKIiAhOnDhRrDLLly8nNDQURVGKPNaYY7T17t2b3r17ax57e3trZolq3bo1Bw8e5KeffuKJJ54oVr3Cih6uysEWtwpszt8NKP5cRokGL5eG/OMl9HVviu10imsusSwCcLnDWKAV8/N2RnfSKadm68/bWIUNINe3z56DpPyKCo5cVpzC9cczcPM5/H3lvyMhhLBX8hdcj8uXL3P27Nlilbl//z4AXl5eOtu8vb0NHuvp6VmCVuaVnzBhAi+++CJbtmwxOqA4efKk3u1NmjQpUXtEMXx7iqs1jMtQCVEWOcVcxev5bSRvGIKPn0xOIYQQ9kwCCj2MWaDPEG9vb3x8fEhOTiY+Pp7GjRsXOCY+Ph6AWrVqmXwetYYNGwJw/fr1EtclSkeXrWH8/vkQfv7G8HoUZ8N7ljhLkX/GpP0HbXPAdllX2F167UxFWcpMFMXxyC18wteQsrgPPn1qWrs5QgghSkgCCgto3rw5MTExHDp0qEBAkZWVxYkTJ3BxcSE4OLjE50pMTARKnu0QpWdQVD3+qZbK1ZqGMxT2PvORMWtrHDo6Ie+XhMMWbo3tKotBRJFjQDJzqNj5B1I/DcP76ZL/DRRCCGF9ElBYQP/+/YmJiWHVqlU8+eSTOvuioqJIT0+nX79+ZlmDYvXq1QC0bi23nu3Fjcr3OdgiocB2SwcRhWUn1NkL7SyGoYyGoTETaupgYmpAS62tebM7jf3fo+oZlTh0phiNz8ceFn8r7zM36ZWrUKn2QrIerobnyy2s3RohhBBmIrM8WcDYsWPx9vbm119/Zc2aNZrtt27d0kynO3ny5ALlQkJCCAkJ4Z9/dKcSnT9/foEZobKyspg+fTq//PILbm5ujB492vxPRFjEQzunUPOMba6SbkyXqNDWpnWdqp5RSfOjnjLWVOpgwtYv2NVdmfT9lEfeg9aS6+eKU+wwazdFCCGEGZktQ/HRRx8RGRlJtWrVzFWl3fLz82PJkiUMHz6ciIgIwsLC8Pf3Jzo6mqSkJCZMmED37t0LlFMPBM/KytLZPnHiRP7v//6Pxo0bU7t2bdLT0zly5AjXrl3D1dWV77//nho1apTKcxMll+DjTVqCi010aypqrYfCVrzWdGsK+jcbMSPhcL7MRJ6oMyMJD1nx79oTWt2cbOF1EOaXP0PjNnM/zr9fhdTxoFJZr2FCCCHMzmwZimnTplG7dm0GDx7Mpk2bij01alkzdOhQYmJi6N27N0eOHGHTpk3Ur1+fJUuWMG/evGLV9fbbb9OxY0du3brF5s2b2bFjB+7u7jz33HMcOXKEIUOGWOhZCEu46etD80tXrN0MIUqN65LjeLy/F04+DS7S01YIIcoas/1lf+edd1i6dCm//vor69evp3r16owZM4ZnnnnGLLMZ2aMOHTqwefNmo483FIRNnz7dXE0SNiDFzQ2v9HQcc3LIcXQsVllzr0uRPzNRnJmggqO26R18rZ190M5WFNXNKf/zstcZqcprd6b81NkJ53Xn8Zy0g6TtI/ANqmjdRgkhhLAIswYUb7/9Nlu2bGHRokVs2LCB9957jw8++IBevXrx7LPP8uijj+JYzAsoIcqaNhf+BiDsxCkONqhH8v9WTi9M/oHPlqDu3pS/m9P2oM7Av12TBkXmjQNq1Xw+i+bC2xmVuOYSC8DUoxN0ujapqbtCGerqpB1M2GsgIQpy+e4kXuOjSV47CN/OVa3dHCGEEBZi1tyzSqWiT58+9OnTh4SEBL799lsWL17Mb7/9xpYtWwgICCAyMpIxY8bQoEEDc55aCLvx/aSJ3GhRk6anLjHr27q8/fhwrlXy03tsYJBLgWCiqOBCXwajsLES+sZJFCZ/wHDN5Y7OPkNmJBzWO15C3d6yEkgUNVC8rGYw8j9v10XH8Jy8E/58HJ9Wla3TKCGEEKXCYrM8BQQEMGXKFM6ePcvvv//O8OHDuXXrFp9++inBwcF0796dtWvXWur0Qtis7X1/5/UZ3zFgw1yYFsqUNb+CGcYcBQa5mNQdytCFvCWzIuq2lrVgQuRxXnsez8k7SdoxAiSYEEKIMs/io+MuXbrE1q1biY3N6xKhKArVq1dn586d/P7777Rp04bVq1cTGBho6aYIYXumPUzWnBMs+mIh33brwu7GITq7i3NRrz5WfZGe/zEYzkao16DQpi6nmcHpf+Ml3nO5A8xnwP+OG0vJlIdgorxkJQCcoq/gPWoTyesG4dtJujkJIUR5YJEMRVZWFj///DM9e/akYcOGfPTRRzx48ICJEydy6tQp4uPj+eOPP+jbty9//fUXL730kiWaIYTtc3Sg4vm87kMBKSklqip/hkL92FyZhqkBLZka0JJ3gHfy7Vv0v5/SEvqQ7a9BoY89trk4HM/exWfIOlK+64dP/9rWbo4QQohSYtYMxenTp1m0aBHfffcdd+7cQVEU2rVrx7hx4xg+fLjOytCPPPIIUVFRtGvXjp07d5qzGULYlyMJ7G9Yn3XtQq3dEiFKxHv4etLebEfmwIbWbooQQohSZLaAolOnTuzZswdFUfD29mbcuHGMGzeOhx4q/JZckyZN+Ouvv8zVDCHszvkx+7he03Jd/grLUqgzGoUtYNemQ9HnMNTtST2rk6EZnYwR+pD9dxkqS5kJvc8lV8F18TEcLyXj8e7DFD1vmRBCiLLEbF2edu/eTatWrfj666+5du0aX3zxRZHBBMDYsWNZsmSJuZohhN1JdXXlRkVfi9Vf0i5P4SErdH6EyM/zP1vwfOV3slrKAGwhhPXNnj2bIUOG0LBhQ3x8fHBxcaF27dqMGjWKkydPGiy3fPlyQkND8fT0xM/Pj379+rFnz55Cz7Vnzx769euHn58fnp6ehIaGsmzZMnM/JZtntgzF/v37adOmTbHLtW/fnvbt25urGULYnZaXLrPzoSYmlzfmjr++BegA+F/mwFAd+sqpl1kcC1TPqKRb3f+mk9Veb0JfW4szEFudnShLd/ntkaHX3+FiEq4/n4WEcTj5mm/RRSGEMNVHH31EWloazZo109zcPnnyJMuXL+fHH39k3bp19O3bV6fM5MmTmTNnDm5ubvTq1Yv09HS2bdvG1q1b+eWXXxg8eHCB86xdu5Zhw4aRm5tL586d8ff3Z/v27YwePZqjR48ye/bsUnm+tsBsAYUpwYQQAn4edJ4nd8TyTa/uXKpaRe8x5lodW3vlasibuUnf2hDmYsm67Ym9d9kyxPFYAhU7rsx7IMGEEMJG/Prrr7Ru3Vpn7C7AV199xQsvvMDYsWOJi4vTLLa8Y8cO5syZQ6VKldi7dy8NG+aNA9u7dy9dunQhMjKSLl26ULFiRU1diYmJREZGkpOTw+rVqxkyZAgAN2/epGPHjsyZM4cBAwbQtWvXUnrW1mWxdSiEEMYZ/t1c9jQK5s1Va6mZcLvAfnMFE4XZHtSZ+HMZxJ/LYHtQZ7YHdeZseM8CAQjkrYz9dkYlDh2dQNSZkXSKbaz5mZFwuMjsRHlnrzNU7T+uGxipUjKo2HElaW+0g/svWq9hQgiRT4cOHQoEEwDPP/88DRo04Nq1a5w9e1azfdasWQBMmzZNE0xAXi+acePGkZycXKB7/qJFi0hOTmbgwIGaYAKgSpUqfPrppwDlKkMhAYUQ1uZagai2rVnRuSPv/LSKhv9cs3aLhChcdi4VWy8no189Hvzfw+DkaO0WCSGEUdRZCWdnZwDS09PZvn07ABEREQWOV2/bsGGDzvaoqCiDZfr374+rqyvR0dGkp6ebr/E2zOIL2wkhirZojgtjX26KSlGYunY9m1u1YHX7h0GlIv5chkl397UHY6szDQUHVY+EyCnMSChe3eqxEoZIVyfDykL3J69Rm1BUKu591w9/N2u3RgghjLN8+XLOnj1LUFAQ9erVA+DMmTNkZGQQEBCgd5HlVq1aAXDs2DGd7erH6v3anJ2dadq0KQcOHODs2bM0b97c3E/F5khAIYSNWDTHBWgD5+rTt8ly0p2c2NjW+NHL+la7Lg6DA7cLYah7U37S3ansuPhtHA9vuMiWrc/T21syE0II2zVz5kxOnjxJWloap0+f5uTJk1SvXp2VK1fi4JDXSScuLg5AbzAB4OHhga+vL4mJidy7dw8vLy9SUlJISkoqtFxgYCAHDhwgLi5OAgohhBXU8eaeqyvdjp8oVkBRWDAxI+EwUwNacs3ljs72VsynekYlwkPyHheVeVAfY2wgURh1e4sz45O90h4zYc8ZClV2Dg9PXAs/9KN3V2drN0cIUQYdPHiQJk30z3xY2JSv+mzZskXTnQmgZs2afPfdd7Ru/e9/PKmpqQC4u7sbrMfDw4OkpCRSU1Px8vLSlCmsnIeHh079ZZ0EFELYmpd2kuFUgWkjH7PYKRZp/T7W5U6B6V/h3yAkf5CRP5jQ7t501sKzRgnravPaehIbV6VihKyELUR50qYluJZC90anCpCRZb76oqOjAUhKSuL48eO89957dOnShQ8++IA333wTAEVRAFCpVAbrUR9j6LExZco6CSiEsCGdt3UmZslQPh01kuwK/349tcdDqFe+NtSNyNBCdjMSDvOTnu2L0B9UFJhitpBAorBt5mSva1LYc1ZCrdbaYwTsj4PE563dFCFEGda6dWtiY2PNWqevry+dOnVi06ZNtG/fnrfeeotevXrRtm1bvLy8AEhLSzNY/v79+wB4enoCaMqo93l7exdZpqyTWZ6EsBFjX85g4MZ6/FMtlbtaf6zyK2rla0OBxtSAlixCNztRGHUAUdhUsEUJDHLR256SjPWwF+ppVstCMOF66x5NP9sJvw8DT+nqJISwT05OTowYMQJFUTSzNtWqVQuA+Ph4vWXS0tJISkrC19dXE0h4e3vj4+NTaDn1dnX9ZZ0EFEJYW1IGfHuSl6I288oXLXlvyl/WbpEQGg6Z2XQbvIS/H2sJHapbuzlCCFEi/v7+ACQk5E1vGBwcjIuLCwkJCXqDg0OHDgHQrFkzne3qgdbq/dqysrI4ceIELi4uBAcHm7X9tkq6PAlhTamZEPBfrlWsSPPERB79IYrEihkEXzSuuHbXJ/Xv24M6Q5D+41sdnUCr5vONbl5xMxNFzeaknomqOAOxQx8qO3f67U2dnw/TeF4MNzvUpd53na3dHCGEKLFdu3YBUL9+fQDc3Nzo1q0bmzdvZtWqVUyaNEnn+FWrVgEQHh6us71///7ExMSwatUqnnzySZ19UVFRpKen069fP70L7JVFkqEQwlriUvin8Uy2dYnj7ZEjGPviOCrvjjJ6HEJRXZ+0aY+H0DcA21JCWxcMHoo7q5O9BhLqFbHtbbyHWoW0DBrPi2HH6kiq/P6otZsjhBBGiY2N5aeffiI7O1tne1ZWFgsWLOC7777Dzc2NESNGaPZNnjwZgA8++IDz589rtu/du5eFCxfi7e3NmDFjdOobO3Ys3t7e/Prrr6xZs0az/datW0yZMkWn3vJAMhRCWEn2Q4v5q8st5ow/TMPNxS+vLxsQfy6D4HPbir2mhCWCDO3AwdxTw2oHGbZ6wW6vgRAAikLYY8theBDdHi042FAIIWzVxYsXiYyMxN/fn9atW1OpUiVu377N8ePHuX79Oq6urixdupSaNWtqyvTo0YOJEycyb948WrRoQc+ePcnMzGTbtm3k5uayYsUK/Pz8dM7j5+fHkiVLGD58OBEREYSFheHv7090dDRJSUlMmDCB7t27l/bTtxoJKISwhispVLjvwKyXDhO8sfgzI+kLJrS7PgVHFR5UaAcQ+demKEpRdQvLM7SGR/7B7tqLHRYnqGv4zT5c7t6H7/qY3kghhLCCsLAw3njjDXbt2sWxY8e4ffs2zs7O1KlTh4iICCZMmECDBg0KlJs7dy4tWrTg888/Z9u2bTg5OdG9e3emTZtGx44d9Z5r6NChxMTE8MEHH7Bv3z4yMzNp1KgR48ePJzIy0tJP1aZIQCGENdT2JqtCLtWve5i0dkP+aWS1t+W/2M8//Wt++bMTpszoZM2VsO11KllzKGo8ir7ZtIoKMNyvJtJw2f68Bw6G52UXQghbVLduXT788EOTyo4ePZrRo0cXq0yHDh3YvNmEbgZljAQUQljJtYqVabd2Pidr1yoQFKip15zQJ/9FvPpx4LkYnTIz/hdgqAOLqDMjCQ9ZodmvvXCddjBRWJAji9eVrsKm2TV2Ct78x+kNRnIVujy2PO/3JqU31kYIIYR9k0HZQlhDcga1E26TWE4WvBH2oerO8zyo4smFp9vC7hFFFxBCCCGQDIUQ1rH0FCdqBnKtUt4gL0NZiMJmctKXzdDert31SbvbU3jICk1WQjtToc5OFDf7YM3uTmCbXZ3sdUD2QzN3cOLVbrR8w8C8w0IIIYQeElAIUcpeHH+Pz7+OYf/ECALrm/9iXN1NSh0YqAOLf7sz/dvFSR1YmBJM6AskzD2bkzH2H7etoELdnpIEFaW1krj2ebpUScLpXgYtX29YOicXQghRZkhAIUQpGj/+Hl98vYR9QQ2Jq1+j2OW1F7IrLkODs00ZhC0KV9xgorQCiMK4fHWUdDdnXFUyEFsIIUTxSEAhRCn6Yo47fA1r27XlTgmCg6JoD+YOjtoGkVM0gYO+wKK0B1kbuoC2RoajvKv59zWaHjrHwzFH4Xz5muZQCCGEeUhAIURpcnYk1cudR+PPsG1Qp2IXNzUAyZ+FsFZWwhbuxAtdfVfvovrVW7BuANSRReyEEEIUn8zyJERpOnkHz3v3+TOshbVbIgQB1+9Q/eotPvr0eehfz9rNEUIIYackoBCiFK2enUCKjycpvrY1XezZ8J6cDe+pkwEpLBtiSqbEktkJe51Vydoilm3m9z6hZLo6W7spQggh7Jh0eRKiFJ1u3oDB323lzVe/YOGUJ7hdxa9Uzqs9RmJGvpW0TWHK4PDQ1kUHFdr7izOewpZmeTKWtbt/VY+7SZVrd6hyaSRd5NaSEEKIEpCAQohSNG1CBd6t8BJdNu/jxQ+/Y9ujHdjdo41V26QzIDvIuutKGBN0FChjh8GEtVW6mch/PvuRVaP6EOEgszoJIYQoGQkohChl776gghfaQ2JLelZeyKWGgVyrXdXs58m/0J2aoRmd9AUShuowNegwJmAo6zM9WTszATBoxVZ+7xNKxKJgazdFCCFEGSCJbiGspaIrTG9Prb+vW7slgP5VuePPZRjcbm2hD0l2whTN95+m5uUbdPnRupkxIYQQZYdkKISwpkZ+dPxsJw/cXTj6cGOLnEK9JoV2tsFQhkE7O7D/oOEMRUmY0q1JH/VA7LIaVBh6zUvSJc0hJ5fB32+FDQPBw8nkeoQQQghtkqEQwpoG1mfroE4MXlG6C8uJ8ql71B6uBwZAnzrWbooQQogyRDIUQliTg4ocRweOtwoyuoj2nevi3K3WLqf+PX/5kmYO9h80bgyEdpairI+ZMEZxM0CG3j991K/vtVXX6bD9IPPeHs3EYrdQCCGEMEwCCiGsTFGpaHz0Amtzcsh1dCz02PwXksYGF0VdeOq7qNcOLooTuBgbKJSnQMKcA7GLE3xoXuOcXB7/ZgOLJw1j4ls+5muMEEIIgXR5EsLqhi9sQGIlb56Z+wsOObnAv4Oh8/9Yii3MPGQqW1jUbv/xf3+Mpf2+njXD2iCFaTprJx5jQxgzs7pFzyOEEKJ8kgyFENamUuF/9nHuNlxJxyU7WBnWqcgihmZeMucaEvkHaBfWDquuXVHKg7JLOhjcUGBYWFBhaKpfY4QsiKHWryfg5nMm1yGEEEIURgIKIWyBpzMfhw9g5tLvyXFw4KdOHYB/LzKLs3aEJeibmcmYMRllmbHZCEtmf4oKIv0Ox1Pvx8Nw6Rnwc7VcQ4QQQpRr0uVJCBuR6OnJpDGj6Hn0OJ4PHli7OcLOuaU94OGXVvPL6L4Q6GXt5gghhCjDJEMhhI1YNMeFsS9DvJ8fztnZBrvAaN+Rzr++RP79xWHsDE3COMZkJiw1dsLlQQZPLNzA/nlDGPZ8TYucQwghhFCTgEIIGxN49y6Xuj6ps02761P+mZ3MNVhbgonSpR1MTA1oyYyEw2apV5Wr0Hf1Lo61Daa/BBNCCCFKgQQUQtiCB9l8+Mw1wuOuApDqmVXo4dpZiPwZC0uw51mgTJF/4HVpzCQ1NaCl5ndjg4vAIBdUubkoKhWoVAC0jT1Kmqcb/Vc2t0g7hRBCiPwkoBDCyn7odoDHY3fzorsbu5o05q0nRpDqudqkugx1d7J09qE8DcYuir7gy1KBXu7e67y48TdO1Qrk+7BOdFIl0HrvCb555TE6WOSMQgghREESUAhhZdXv3OXrXt3ZH9TQ4DHaszyV1sV7cbISZXWWJ3PM5JQ/mFB3dTLUzcnY7IR32n3G/baNyn8N4XjEAV5ftZZKmQ9Y9uIQpk2QP+1CCCFKj/yvI4SVhZ06Tbx/JWs3o9islQ2xNHN1b9IOJAwNvtbu5mSIY7YKFEXTpQmg0dV4hu75k+qru0M9H7rHdCKt6mI8Fndj4gjfErddCCGEKA6ZNlYIK9sdEoRTdra1myFs1PfP9qLj6TOax51PnGLS+o3MfbQfdKqRt9HTmYnPPgMjgq3USiGEEOWZZCiEsJar92DVeWon3KbDmXNsbdVCsys4apvFphQtjEwdq7sCtinZiqLGS6izEuEhK3S2R50ZqbNf3fUp8Lono6/votHVf6h1+zbVEpMgZjhz2/vqlF80p2x1NxNCCGE/JKAQwhpi/4FuqzhYry6JNarzU8dHDB5qaJVsc9DX91+9rbDAQgIP45U0MPx69An+s7QpD5+/wCdDB/J/n1cBfzcztU4IIYQoOQkohLCGdRdY3S6UzW1aGTzEnIGEduBQVCBgTKBQnoMJYwer6wskpga0LJCZKMqp4Lts7RpHr6hP+T9nx2KVFUIIIUqDBBRClLL3F+Tw1vwjHBr5mEnljZlRSXsFbWvR7jqUX2ms62CqkrZNvdigOiA0JkOh7u6kT4ZLDnf80kGCCSGEEDZKAgohStm1c+mcDqzBzYq+Bfapg4D8/fCLGxwUdnxhd9jtKfNQWMBiL/IHEvqmjFUpKh5fHcTS3kcYvTIYKkl3JyGEELZFAgohSlmOgwPB8f9YuxnCxvkkO/P0DyH03l6LL8cc54XFwCcpMLOztZsmhBBC6JCAQojSpCh8HXyuWEWKm52wh0XmSjqTkrWyE8aOn1B3e1IzZr2JGQmHNd2kXDMzmbhhE9taNOMf35PcTXmcbId1VBjUwKR2CyGEEJYkAYUQpWjHoP102H6QFRMjIMfwRX9JggFrBBJlofuRpQRHbWOG1urYxuhw+iyH69XlUP16dD96nOd+20aGkxMVOlS3ZFOFEEIIk0hAIUQp6rZpH2+OfIybOb4Wqd/QGgiWDjLUWYayGlgYm5nQpm88TN4YiZH5HucJjtqmKVPl7xw6Rh/g9LA27HoiDIcjtxi7oqFpjRdCCCEsTAIKIUrJ6mfOMBT0DsY2l/xdbYrD2AHZ5g4aQh8yrttTWQlW8gcRaupgIrQ1pLdoi/OmfXQJSCJsfBWgSmk3UwghhDCaBBRClJImR86T5VTBotkCU4MJMH6xuv3HS3Zxn7+8LU8hWxKFvReG1hgJbQ0oCl0eWwZ1vAkb4G2h1gkhhBDm42DtBghRHix84xaJlby5Hhhg7aboFdraMhmK/ccL/uTfbsz5ykp2AvQHE+ogs/qWM/TouxCHjGw4Oxrc5J6PEEIUx/3791m3bh1jxoyhWbNmeHt74+HhQfPmzXnvvfdITU01WHb58uWEhobi6emJn58f/fr1Y8+ePYWeb8+ePfTr1w8/Pz88PT0JDQ1l2bJl5n5aNk8CCiEsLS2L52b+QNDJy1yvWdnarRE2que6WFq8t4WDnwxgx/pnwUFl7SYJIYTdWblyJYMHD2bJkiXk5ubSp08fOnXqxKVLl3jnnXdo27Ytt27dKlBu8uTJjBo1ihMnTtCjRw9CQ0PZtm0bnTt3Zu3atXrPtXbtWjp37sxvv/1Gs2bN6NOnD+fPn2f06NFMnjzZ0k/VpsjtLyEsbf1FLgbX4rvxg4s8VJ0lMGUQMOgfQ2Gt6WPN1ZVJXz36ukzZSxbDoeFw+q2cSnD8P5ytUZ2tLZvT6ru/6PDXIXaseYZuA7ys3UQhhLBbzs7OPP/887z88ss0bPjvZBbXr1+nf//+HD58mEmTJrFy5UrNvh07djBnzhwqVarE3r17NeX27t1Lly5diIyMpEuXLlSsWFFTJjExkcjISHJycli9ejVDhgwB4ObNm3Ts2JE5c+YwYMAAunbtWkrP3LokQyGEheWMjWZflxYG95d0der4cxklGjthj/J3mVIP7Lbl8RiNz1Tkp1F9+HpiN1AUdjcKIej6db5cuJj+Bw8z/61REkwIIUQJPf3003z55Zc6wQRAtWrV+OKLLwBYs2YNmZmZmn2zZs0CYNq0aTrl2rdvz7hx40hOTmbJkiU69S1atIjk5GQGDhyoCSYAqlSpwqeffgrA7NmzzfvkbJhkKISwsFwnRx5JjKNi67oGj9EXVIS2Ni5TkT8Doc5SGMpMlDSAsUXagURJB42bm0tmJgte7UyLEwHMfuEwk+d+yyCVujtTXkMdgQlWa6EQQpQPzZs3ByAjI4M7d+5QrVo10tPT2b59OwAREREFykRERDB//nw2bNjAK6+8otkeFRVlsEz//v1xdXUlOjqa9PR0XF1dLfF0bIoEFEJYmNOnHVHtvFPscvqCicIyEba8MnZpK+2gQvt90X4fApKT+fi7H6BTC3gwhMkVJCkshBDW8vfffwPg5OSEn58fAGfOnCEjI4OAgAACAwMLlGnVqhUAx44d09mufqzer83Z2ZmmTZty4MABzp49qwlkyjL5300IS0vLwvPy3WIVMWbWpcAgF52f/Pv01VcWsxO2QF8w55iTkxdMTG4F24eCBBNCCGFV8+bNA6BPnz64uOT93Y6LiwPQG0wAeHh44OvrS2JiIvfu3QMgJSWFpKSkQsupt6vrL+skQyGEpXWojv+UWFAUUBk3c09hXZ1MyURo11caQYWhsQzGrnVRUqZkJ0o6/iL/+zJlzXroUQtmdCpZxUIIUY4cPHiQJk2a6N138uRJk+vdtGkTixcvxsnJiffff1+zXT2NrLu7u8GyHh4eJCUlkZqaipeXl87Us4bKeXh46NRf1klAIYSlhVYFoMK9DLK9y34/SgGBl65T/+ZNOD/e2k0RQogSa90E/nd9bFFOFcASU4ycPn2aJ598EkVRmDlzpk4XJEVRAFAVcsNPfYyhx8aUKeskoBCiFKT7exDy392cmNK9RPWYOk7CnFmBktzJLy9drqrF3+JEzUCaysJ0QghRLK1btyY2NtZs9cXHx9OnTx8SExOZPHkyEydO1Nnv5ZU3u15aWprBOu7fvw+Ap6enThn1Pm9v7yLLlHXSqVeIUpDp68at9nWs3QxRCuLPZZBwR+F46A5rN0UIIcq127dv07NnT+Li4oiMjOSzzz4rcEytWrWAvMBDn7S0NJKSkvD19dUEEt7e3vj4+BRaTr1dXX9ZJ7fPhCgFd1oG0njuLrwv3Ca+f2PSK9v+egPqcRfqGYzU2ZHtQZ0JjtqmOU47a2LuDET+sSSF1W9LU8W2O3ue7c1esnYzhBCi3Lp37x59+/blzJkzDBkyhG+++UZvt6bg4GBcXFxISEggPj6+wCDrQ4cOAdCsWTOd7c2bNycmJoZDhw7RuHFjnX1ZWVmcOHECFxcXgoODzfzMbJMEFEKUgrorw+BUU7wn7KVLxFIeVPXi/Jh2rPMP0Xt8YRftlqYdSAQGuXA2vGfeBnV7gv491hLtMnWVcGvKP51vhZwcxn9T00qtEUKI8i0jI4OBAwdy4MABevfuzQ8//ICjo6PeY93c3OjWrRubN29m1apVTJo0SWf/qlWrAAgPD9fZ3r9/f2JiYli1ahVPPvmkzr6oqCjS09Pp169fuViDAiSgEKL0NK5E1ehwUBQ89t+kRcefuDH4Pvu6tiqQBTCGoTLGLohnrJ965PVlrZ5RA4D3XO4wFlcW/W9/q6MTaNV8PgBvT0o32CZzUD8vWx+L0eDGTfrufZTNg7ZbuylCCFGu5OTk8Pjjj7Nz5046derEmjVrcHZ2LrTM5MmT2bx5Mx988AH9+/fXrJa9d+9eFi5ciLe3N2PGjNEpM3bsWD788EN+/fVX1qxZo1kt+9atW0yZMkVTb3khAYUQpU2lgoersvubEfR59ifqn41jRre+1m6VMKMD9euxedijwDzInGD0dMFCCCFK5vPPP2ft2rUA+Pv788ILL+g97rPPPsPf3x+AHj16MHHiRObNm0eLFi3o2bMnmZmZbNu2jdzcXFasWKFZCE/Nz8+PJUuWMHz4cCIiIggLC8Pf35/o6GiSkpKYMGEC3buXbCIWeyIBhRBW0mF0VbpXXsuvj4czKHKKzr42tITIKcxIOExw1LYCd+T3HzSczdCXnTD2zr522bPhPTkL/KeI5zEj4TBTj07Ie/BtEQeXE99270qbi39zx8uTStZujBBClCOJiYma39WBhT7vvvuuJqAAmDt3Li1atODzzz9n27ZtODk50b17d6ZNm0bHjh311jF06FBiYmL44IMP2LdvH5mZmTRq1Ijx48cTGRlpvidlBySgEMKKtvf7nRueH+H2TwUe1MjW2Tcj4bDBcoV1azJ3lyd116axLncAeAcY+78fgG16ypSEdtBjzKDskgzGLulidoa88usG1vX7m0G/zrPMCYQQQuj17rvv8u6775pUdvTo0YwePbpYZTp06MDmzZtNOl9ZIgGFEFaWMjCT7o/WgqszwS9da8/IIoMKbeqL75IGE5oBxkEwNaAlA8gbQ/GO1jE1tH7/p0csi/53zNnow0wNaMmB3ea9kDYUJNnSzE5qng8eUO/mLer9MtvaTRFCCCFKhaxDIYSVBX35Lvdyt0PN16DJi1B1CpyobO1mMTWgpVHHLSIv2HinGGWKa/9B/dkJS2UYSuLI4IEkVHoAzvpnFBFCCCHKGslQCGEDvHLWQ04uw3/oz8JJXbj281B4IkVn6tiSij+XwfagvClg1fWqp4TVPo9mmljygoPp+ep5p4jH5V3k9424V6E2AdZuiBBCCFFKJKAQwlY4OvDzk5vh3lEqTvidjEo5oCglniEo/xoJ8G/QMDWgpaZb1b+BhG2x9cXs4s9lcDa8J8FR21ApCqN+bATHelu7WUIIIUSpkYBCCFvzfHP2Kz8QOrEaC5yW8GOnDqA0k6lH7YCiUvFPtVRqNPIr+mAhhBCijJCAQggbFPrCJ/C8wop+J3jq9xh236xLelXvogsqCv+cTUdx+Hd4lHbmIbbTKZ3D33OJ5SdgRHRPTbYi/ziItzPyTXyqNdvTdP6d7QlgxP+yHeaYeTv/IPP8mQpbyU5oU+Xm4pnqZKXWCCGEENYhAYUQtkqlYuzmh7hT/RBHTqhI+Sdvc/4L6yO7M2mz+zhNfT0Z8OMOXDIyuVC1ClUTkzjQsD5v9wPFwPQLY/l3Wlg1dRcoYwZYq6eQLW22EEzk59BwOF++3IWklrnWbooQQghRqiSgEMKWZWTjkXqfFF9Pnc37D4J34j2GL9lIvys3yXVQsav3w2wd1JEBy5vSwEEFl5Lp0uw73pjVhg9fO6BTPurMSABaMb/Q089IOMyMhMaA1kDu6LyMx4b/ZTRGaB0fHLXN4IJ7Rck/Laz23X9T69R7HnPPDKUoTPqiBUM31Oezlw7x6uxlZj6BEEIIYdskoBDClqVk4pSTozN+Qn3hXf9MHIGh3nAiAgfXCnTNX7auD1x8hj41vmHmxENkOudqAgm1Q0cn0ArYlnBYsyq32gytrlLmnG2qrPn4u5U4ONaA+LG8WsXD2s0RQgghSp0EFELYsgB3chVwT33AfU83nDKzqH8mDq+kVPqv+h2GNgDXQr7Gld35u0pl2q76hdve3hA5RWd3/jETOpmAIoKIwhbdUytshiZjmSs7Ye7MRPy5DCrUG4H3g8643J9q3sqFEEIIOyIL2wlh4+Lq1aDnr7HUP32FN1/9kraxx1ApCj9H9oPv+hRZvt7NW+Q4yFfdEl5d0JKvxtjg6npCCCFEKZIMhRA2bt3Injz15VqqxSewalQfIhYFU9/YwnfTAUh1dc2r69tPdXYHA+uA7nqyAIYyA4HnYgADYxyC8v6xdGZi//HiD8wOfajkWQrt5+yTlkaDS75MmrekZJUKIYQQdk4CCiFs3Cuve8LrTwEQUZyC8ffg8c2cDqxBVgXjvuqhrQsOji6MoYv+/QfNE1SomaMuU4KJwl6LTqfOsKXbFXo7yPogQgghyjcJKIQog34ad4ERizdyvFUQGyZ2J9DF2eiyRV28qy+yixrboH0xbs7gwtKMCYZUisKgP/9i9JfnkTWxhRBClHcSUAhRBlW+dptVo/pwonVwscvmX0iuOBkLe6b9PIt6zqHnznPDx4elz26wbKOEEEIIOyABhRBlzJZdWYTtP8HPI3oWeay+O/EFVqQu5G69obUj8mcvStIFylA5U8ZRmEvQP9fZ2LYVY6xzeiGEEMKmSEAhRBkTOmEN6ZU9udww0NpN0VFYUGFqFqQkQYWp5zwb3pO0s625WulV0yoQQgghyhiZS1KIsuTXi1Q8dYN9X0SQ6+ho7daUTQr021aHJA9ZxE4IIYQAyVAIUaZc//wMdyeFketSNr7axnSTsmTXJ+1pYiEvOxFytiJJPhnM/a+vZU4qhBBC2JmycdUhhACg2u8XOPlqV7NP22osY2Z+yt8ucwz6zj8lrDrAMPfq2ACRX44juknF4k3hK4QQQpRhElAIUYbc8/bg4HEHsNHeOMYMAjeHkmQt4s9lFAiMzob/b4C7As2unmTWm9uIYEsJWymEEEKUDTKGwgLS0tL47rvveOmllwgNDcXFxQWVSsUnn3xSonqjoqIICwvDx8cHb29vwsLCiIqKMlOrRVmQ5VyBhzoVniUwJ1teX6Ik2Yn4cxkFujsBdIsJpEKWGxX3ry9By4QQQoiyRTIUFnD+/Hmefvpps9Y5f/58Jk6cSIUKFejRowcuLi5s3bqVAQMGMG/ePCZMmGDW8wn75J2UypE9WYR2MH4hO2GYOjMxNaAlAH1n18FxZW8WDSq9oE0IIYSwdZKhsAAvLy/GjBnDwoULOXToEG+++WaJ6jt37hyvvPIKLi4uxMTEsHnzZtatW8eRI0eoVKkSr7zyCufPnzdT64U9i+3ZljemfEXXIYvxPnsLcnIB8Dl1A68LCVQ8ds3KLbRflQ645v0yqIF1GyKEEELYGMlQWED9+vVZtGiR5vGvv/5aovrmzZtHdnY248ePp3379prtQUFBvPnmm0yePJn58+ezYMGCEp1H2L+u6x9mW3Rz2rzyK488+xMOObkktK1FwF9xJAcF4HMugYMf9udmF/NdFFtikLWtcUlwpP1z1Tn8/i1aWrsxQgghhI2RDIUdUI+TiIgoOK/MsGHDANiwYUOptknYrp49XKl4dAQO6S/BpkHc6NaQrVvH4XPyCY5N7U7dnw9TISXd2s20OYbGTQDU+dmbrV3jaPl/H5Zyq4QQQgjbJxkKG5eUlERcXBwALVsWvDcaGBiIv78/V65cITk5GR8fn9JuorBlPWvzUE9QT3jU7M0Qrh26Sq++C0ucqVBnIvJnKEJbG85SFJa9sJUB3mfDexIctU3zuO3ByjRcUpGGh160YquEEEII2yUZChunDiYqVqyIh4GVeQMDA3WOFcIgtwpU39SX/bMH0eK9LbjeSDG66P6Duj/a2/OzleDAEKO7ZSkw/aOHefuNffCQv0XbJIQQQtgryVDYuNTUVADc3d0NHqMONNTHFqVJkyZ6t1+8eJH69esXs4XCHoW+VBv+aU7opLXE/DiqyOOLugDXl60oLFNRWD2GxmSUNEjR1xZDXZzUszt9vrszOY4K7727smQnF0IIIcowCSj0iIiI4MSJE8Uqs3z5ckJDQ83eFkVRAFCpVEUeI0SxfPAIDivOWbsVOgwFDcUNJoxZKdxQMKGmyoXm7wfAlsFQyPdPCCGEKO8koNDj8uXLnD17tlhl7t+/b5G2eHl5AXmL5RV1bk9PT6PqPHnypN7thjIXooxKzsD9xj1aTtvIlaHNudu8BjjIhbNa7+21SK+UjWvXmtZuihBCCGHTJKDQ48CBA9ZugkatWrUASExMJC0tTe84ivj4eJ1jhTBKJTeiN4yl1rrjtHtxNbfa1ebArEFmPYV2lmD/wbysQGCQi052IDDIRbO/qDoM0Ve2uN2t8i9i1ymqBsem3SZUshNCCCFEoSSgsHG+vr7UqlWLuLg4Dh8+TMeOHXX2x8fHc/v2bWrVqiUzPIli69HHA/q04+rNVJwMTCVrjnUl9NWhDiTUTBkjYUzXJlOossDnrAsJ7S2TeRRCCCHKEgko7ED//v356quvWLVqVYGA4pdffgEgPDzcGk0TZYQqJ5eqMRfxPX6NpIeqW/RcRY1d0GZMwFDcgEd9fnVGAtRZiX+nZa63woe7zdLp33pe8SoXQgghyiGZNtaGhISEEBISwj///KOzfeLEiTg6OvLf//6Xffv2abafP3+eDz/8EEdHRyZMmFDazRVlSOD6Xpx6qRNtXym4qrslMgD6shP5p6W15orb9Zf7cuqVO9ZrgBBCCGFHJENhIYMHD+b69evAv2McvvzyS9atWwdAtWrVWLt2rU4Z9UDwrKwsne3BwcHMnDmTyZMn06lTJ3r27ImzszNbt27lwYMHzJ49m+DgYAs/I1HWXR7WgsYLYq1y7tIIHvJnJtRjJfIL91sLya/QcegS4FPLN0wIIYSwcxJQWMjhw4e5cuWKzrarV69y9epVAGrXrl2s+l5++WUaNGjAzJkziY3Nu+hr3bo1r732Go8++qh5Gi3KtSqxf1us7n+zHC56tuVRBxXqC/+iBmsbozjdqwDc4ytA61egZy1wuW36iYUQQohyRAIKC7l8+XKxyxS1nsSAAQMYMGCAiS0SonAV0jL5p2f5znS1fKNy3i9zu1i1HUIIIYQ9kYBCCAG5Cg2//ZNzz7bXu9uUVa8N1VOU/OMrzN0GQ7zOOVPxpCvcfxGcHC13IiGEEKKMkUHZQpR3ikJavWXkuFTgWo8gvYcUdSEf2tp8g7e3B3XW/MSfy9D8GBtMqI8vjvCQFYRdOg1TYiWYEEIIO3fw4EE++eQThgwZQo0aNVCpVLi6uhZZbvny5YSGhuLp6Ymfnx/9+vVjz549hZbZs2cP/fr1w8/PD09PT0JDQ1m2bJm5nordkAyFEOXc+f/so+7d+2z7bRw42s49huCobSaVM5ThMMQhXQUeb+U9iBpo0jmFEELYjvfff59ffy04a2FhJk+ezJw5c3Bzc6NXr16kp6ezbds2tm7dyi+//MLgwYMLlFm7di3Dhg0jNzeXzp074+/vz/bt2xk9ejRHjx5l9uzZ5npKNk8CCiHKuSp//M2Rd/qgVLCNYEI9+9IMrXUiANAKMPIHDeoVuNW/63M2vKcmSGl7sDLhcXfgjV2gqIBX4J120ENWmxdCCHvXvn17mjdvTtu2bWnbti1Vq1Yt9PgdO3YwZ84cKlWqxN69e2nYsCEAe/fupUuXLkRGRtKlSxcqVqyoKZOYmEhkZCQ5OTmsXr2aIUOGAHDz5k06duzInDlzGDBgAF27drXcE7UhtnEFIYSwGu+nGtJwyb5CjzHnWhShDxl3nPa0roameFUzJiuhDiZ6R9di9pudyPipFdR+lczmk8hRkuD/2tpUhkYIIYRppk6dyvTp0wkPD6dKlSpFHj9r1iwApk2bpgkmIC8wGTduHMnJySxZskSnzKJFi0hOTmbgwIGaYAKgSpUqfPpp3pTj5SlDIf97ClHeda1JrnP5SVZO+6wtE2bEsG37FaIO/s3WHVe4mfMu2EiGRgghROlJT09n+/btAERERBTYr962YcMGne1RUVEGy/Tv3x9XV1eio6NJT083d5NtUvm5ihBC6HV2RTwOoSXr6qMeGEtyoQAALhlJREFUMG3uVbW1MxNntbtAmTC+Qt3l6XijO8yfvFp3pzLP1CYKIYSwY2fOnCEjI4OAgAACAwML7G/VqhUAx44d09mufqzer83Z2ZmmTZty4MABzp49S/PmzS3Qctsit+SEKOdqrzrK7TY1izyusJmcijPL0/7jxWicmX2y7HseOl3Jeg0QQghhU+Li4gD0BhMAHh4e+Pr6kpiYyL179wBISUkhKSmp0HLq7er6yzrJUAhRziU1qYrvyRskNq9h1PHmzkJoiz+XQZsO/z4OD1mh+X1GQmOT6tTObJxpfI6Of1aHrByZHlYIIYx0985tPDw8LHqO+/fvc/9+GgcPHqRJkyZ6jzl58qTZz5uamgqAu7u7wWM8PDxISkoiNTUVLy8vTZnCyqlfL+1jyzIJKIQo57K8XfDfH8elJ8wXKew/qBt4FGdBunXffvrvg0jtPYeNKq89m9PZfDNFvT59L9tHDMJZBl8LIUSRIiIiWLZsGV/MfJ9FixZZ9FwfzZlLWmqqUYOozUlRFABUKlWRxxh6bEyZsk4CCiHKuaq7LrJ/TsH5tUtCHUwUd2XrwCAXzbSvecFA4bM7GZI/kFBrdqISNzvfp6aD4f84hBBC5Onfvz9dunTh22+/ZdKkSTRt2tQi57l16xaffPIJ9evX59SpUzg7O1vkPPp4eXkBkJaWZvCY+/fvA+Dp6alTRr3P29u7yDJlnQQUQpRzKQ0CcE68b9Y6iwoktNeKMLR+RHDUNoicUmg9hgIHfaYGtKTNhipU/fJ5o8sIIUR5plKpmDlzJm3btmXKlCls2rTJIud57733uHfvHosXLy7VYAKgVq28SUni4+P17k9LSyMpKQlfX19NIOHt7Y2Pjw/JycnEx8fTuHHBLrnq+tT1l3WS9xeinLvTKhD36ynWbobl5YLLbUcIqlj0sUIIIQBo06YNjz/+OJs3b9ZMr2pO586dY+HChbRr107vFKyWFhwcjIuLCwkJCXqDikOHDgHQrFkzne3qmZvU+7VlZWVx4sQJXFxcCA4OtkCrbY8EFEKUc0GDqtB4zu/WbkYB+bMP+aeQLU52AsD3hAtpdbLM0jYhhChPPvroI5ydnXnttdfIzc01a92vv/462dnZfPbZZ4WOY7AUNzc3unXrBsCqVasK7FdvCw8P19nev39/g2WioqJIT0+ne/fuuLq6mrvJNkmllLdRI8Ig9awKlphFQdiu+IFbcU58wIHPBpqlvsK6O+Xv1qSPdqBQ1ArZMxIKH6itLt9qSmWqb/fk5Cu3afLJ+0W2QQghSput/x/86quvMmvWLL777juefPJJs9S5e/duOnbsyODBg1mzZo1Z6tRHpVLh4uJicJG56OhoevbsSaVKldi7d69mtey9e/fStWtXXFxcuHTpEn5+fpoyd+/epW7duqSkpLB69WrNatm3bt2iQ4cOXLhwgejoaLp3726x52VLJEMhRHl2MYnATac5PrXs/cHTDkacUh24NCJZggkhhDDRG2+8ga+vL2+++aZZVn9WFIXXXnuNChUq8Mknn5ihhf/auHEj7dq10/wAZGZm6mzbuHGj5vgePXowceJE7ty5Q4sWLRg0aBD9+vWjc+fOZGVlsWTJEp1gAsDPz48lS5bg4OBAREQEXbt2ZdiwYQQHB3PhwgUmTJhQboIJkIBCiPLtXCJXhjQjI8B8s1CUZJ2K4nRjKio7oS2tVhZ1n7Xc3S8hhCjr/Pz8mDZtGnFxcSxYsKDE9a1evZq9e/fy3HPPERQUZIYW/ishIYE///xT8wN5AYz2toSEBJ0yc+fO5dtvv6VRo0Zs27aNPXv20L17d3bt2sXQoUP1nmfo0KHExMTQu3dvjhw5wqZNm6hfvz5Llixh3rx5Zn1Otk66PAkNW0+3CgvYd5274/9g31fDzFJdcWZ3yk9fMFFYlydjuzuRCx2froHvkddAposVQtgoe/g/OCMjg5CQEBITE7l48SKVKlUyqZ7MzEwaN27MrVu3uHDhApUrVzZzS0VpkwyFEOXZ9jhyXMv27NEVj7uQ1CRdggkhhCghFxcXPvroI5KTk/nggw9MrmfhwoVcvHiRqVOnSjBRRkhAIUQ5ljXzEGde7GS2+orq7hQY5KJZd8IYxenWZEjl3e7c7GzedTaEEKK8GjFiBG3atOGLL77g4sWLxS6fnJzM9OnTqVGjBi+//LIFWiisQQIKIcoxp7RMFDPeuC/uytjGKGlQ4XPKheSQTDO1RgghyjcHBwdmzpxJVlYWb7zxRrHLf/LJJ9y5c4f3338fd3d3C7RQWIMEFEKUZy+1oO6PJc8CFJc6U6GdrQiO2mbw+BkJh3V+jFXhngrHDBWZlXJK1F4hhBD/6tKlC+Hh4fz888+aQc/GuHr1KnPnzuWhhx7i6aeftmALRWmTgEKI8mxcM6pvO4tLQqrJVew/+O+PPg45uTjk5OKUqX9ROe3AIjhqm+bHHGps9qLSI+0Jb1a+ZtsQQghLmzFjBg4ODrz22msYO7/PtGnTSE9P59NPP8XR0dHCLRSlqWyPxhRCFK6BL46da/DQJ9EcmDXI6GIhn8dS74dD3Gpfh8BMFzY83p1mf53BPfUBbf84jndyKmkebjgoubjd/3dmp2s1K5NQ1Y9TLRpy9qF6BeqtkJNDk7irHKtTm+CobQankTU2S1F7tRfMqmX08xJCCGGcxo0bM3bsWL7++mvWr1/PwIGFL4565MgRvvvuO3r06EHv3r1LqZWitMi0sULDHqasExZwLZUbT/3OoY/DjTq8+pYztHhvC5weBV5OELiILKcKJPl5E9C3KrSvBp1qQFIGVPWAym5w/T5UdYfLKfw09y4jFm/kz87NSfNy5767K+G/7OS+hyvuaf8uljT16Se44+1drLUpNBSI3e/LvaWd8DrzqszwJISwefb4f/CNGzdo0KABgYGBHD9+HCcnJ4PH9urVi+joaA4dOkSLFi1Kr5GiVEiGQojyzt0J19up9Oswj61bxpHtWfgsTPW/P8BfMx+lbQNfAD75ZBxeyancqezL2y8aSGHX8c77N8SP0839WPjqY3ilpFHxTgoA3z0/CI/UB9yo4c+hVC+e3BlDxJ4/Wdyzm0lPyTFXBe9058Cqq3SVYEIIISyiatWqvPrqq0yfPp3Fixczbtw4vcdt2bKFbdu28fTTT0swUUZJhkJo2OPdEWE+aXWXcqtDPU5P6Fxgnyorhxpbz1D3x8M4Jafjem2MZe/6X0vlcpv11ElI4LXRT7LvscF6D3PMUdH25zWoFIW73l5A3gJ5TpkOrHm9L75HplqujUIIYUb2+n9wamoqDRs2JDc3lwsXLuDl5aWzPycnh5YtW3L+/HnOnTtHzZo1rdRSYUkyKFsIAcCVoc3JdSz4J8EhI5u+XT6nxqbTnB8dyo71Yy3fhai6J3WuPcFvLZszc+n3oOe2R6P1W/hy3EvMXPY9ny5fwWtrfgXyBnY/vmABd1qmFywkhBDCrDw9PZk+fTq3bt1i5syZBfYvX76c48ePM2nSJAkmyjDJUAgNe707Isxj7zf/0P6FVaQ08OdW+zoE7I/DITMHFIUsbxf8Dg63Srvue3zFV8/+yboBf2u2hazfwgubt9Io/h9cb47l2Wk5fPPl1zz3/LPkqlR88+XXHPj0Jm1e/sgqbRZCiOKy5/+Ds7OzadasGVeuXOH8+fNUr14dgPv379OwYUMyMjK4ePEiPj4+Vm6psBTJUAghAGj/bA02xbyE94XbuCQ+wGdpN7zW9SXXpQJ+n5tvNe3ico8K55UvWuKT7EyFLBVvfNaGeYuWUv/GjbyuV17OfDPPjQRvLyZEbabTqTOkuTjTZtKHVmuzEEKUJxUqVGDGjBncv3+ft99+W7N97ty5XLt2jbfffluCiTJOMhRCw57vjoiybcUTLzDyl2DuVHzAyUZ36fz9WxDoCap/u15N/k8is79dnvcgeiiEBVqptUIIUXz2/n+woih07dqV2NhYjh49SuXKlWnQoAFVqlTh5MmTODs7W7uJwoJklichhM3775gT/PeZE/C/+CG2pleBY1I83Fn1yMPcc3UjUoIJIYQoVSqVis8++4y2bdsydepU6taty71791iyZIkEE+WAZCiEhr3fHRFCCCHsVVn5P/iJJ57ghx9+wMHBgYcffpjdu3ejUsn03WWdBBRCw8vLi6ysLOrXr2/tpgghhBDlysWLF3FycuLevXvWbkqJXLp0iZCQEDIzM/njjz/o0KGDtZskSoF0eRIaHh4epKWlWbsZOi5evAggQU4ZI+9r2STva9kk72vpcHJywsPDw9rNKLG6desSExPDgwcPJJgoRyRDIWxaWUkBC13yvpZN8r6WTfK+CiGKItPGCiGEEEIIIUwmAYUQQgghhBDCZBJQCCGEEEIIIUwmAYUQQgghhBDCZBJQCCGEEEIIIUwmszwJIYQQQgghTCYZCiGEEEIIIYTJJKAQQgghhBBCmEwCCiGEEEIIIYTJJKAQQgghhBBCmEwCCiGEEEIIIYTJJKAQQgghhBBCmEwCClFqDh48yCeffMKQIUOoUaMGKpUKV1dXk+qqU6cOKpXK4M+ZM2fM3Hqhz/3791m3bh1jxoyhWbNmeHt74+HhQfPmzXnvvfdITU0tdp1JSUlMmjSJ2rVr4+LiQu3atZk4cSJJSUnmfwJCL3O/r/J9tR2zZ89myJAhNGzYEB8fH813bNSoUZw8ebLY9cn3VQgBsg6FKEWDBg3i119/1dnm4uJCenp6seuqU6cOV65cYdSoUXr3f/zxx1SrVs2kdgrjLVq0iGeffRaAJk2a0LhxY1JSUtizZw/37t0jJCSEXbt2UblyZaPqu3PnDu3bt+f8+fPUq1ePNm3acPLkSU6ePEmDBg3Yt28flSpVsuRTEpj/fZXvq+3w9/cnLS2NZs2aUaNGDQBOnjzJuXPncHZ2Zt26dfTt29eouuT7KoTQUIQoJZ988ony9ttvKxs2bFBu3LihAIqLi4tJddWuXVuRj6/1LVu2THn++eeVc+fO6Wy/du2a0rJlSwVQHn/8caPre+qppxRAGTJkiJKVlaXZ/tJLLymA8vTTT5ut7cIwc7+v8n21HX/88Yfy4MGDAtu//PJLBVCqV6+uZGdnG1WXfF+FEGqSoRBWo1KpSpyhkI+v7dq7dy+PPPIILi4upKSk4OzsXOjxN27coEaNGjg6OnL16lWqVKmi2ZeRkUHNmjW5e/cu//zzj84+UbqK+76CfF/tRcOGDblw4QInT56kcePGhR4r31chhDYZQyGEsIjmzZsDeRcXd+7cKfL4zZs3k5ubS+fOnQtcgLi4uDBgwABycnLYvHmzRdorjFPc91XYD0dHRwCjgkT5vgohtFWwdgOEKImZM2dy8eJFXFxcaNKkCYMHDyYgIMDazRLA33//DYCTkxN+fn5FHn/06FEAWrVqpXd/q1atWLJkieY4YR3FfV+1yffVdi1fvpyzZ88SFBREvXr1ijxevq9CCG0SUAi7NmXKFJ3HL7/8MvPnz2fMmDFWapFQmzdvHgB9+vTBxcWlyOPj4uIACAwM1LtfvV19nLCO4r6v2uT7ajtmzpzJyZMnSUtL4/Tp05w8eZLq1auzcuVKHByK7rwg31chhDbp8iTs0qOPPsqaNWu4cuUK9+/f58SJE0yePJmMjAzGjh3LunXrrN3Ecm3Tpk0sXrwYJycn3n//faPKqKcidXd317vfw8ND5zhR+kx5X0G+r7Zoy5YtLFu2jFWrVnHy5Elq1qzJypUrad26tVHl5fsqhNAmAYWwS/Pnz2fw4MHUqlULNzc3mjRpwqxZs/jyyy8BmDp1qpVbWH6dPn2aJ598EkVRmDlzpqbPfVHUA3ZVKlWh+4V1mPq+gnxfbVF0dDSKopCYmEhMTAzBwcF06dKFDz/80Kjy8n0VQmiTgEKUKWPHjqVy5cqcO3eOS5cuWbs55U58fDx9+vQhMTGRyZMnM3HiRKPLenl5AZCWlqZ3//379wHw9PQseUNFsZTkfS2MfF+tz9fXl06dOrFp0yZat27NW2+9xV9//VVkOfm+CiG0SUAhyhQHBwfq168PwPXr163cmvLl9u3b9OzZk7i4OCIjI/nss8+KVb5WrVpA3sWrPurt6uNE6Sjp+1oY+b7aDicnJ0aMGIGiKGzYsKHI4+X7KoTQJgGFKHMSExMBuTNWmu7du0ffvn05c+YMQ4YM4ZtvvjHYFcIQdReaQ4cO6d2v3t6sWbOSNVYYzRzva1Hk+2o7/P39AUhISCjyWPm+CiG0SUAhypSTJ09y9uxZ3N3dCQkJsXZzyoWMjAwGDhzIgQMH6N27Nz/88INmPvvi6NOnDw4ODsTGxnLr1q0C59iwYQMODg707dvXXE0XhTDX+1oY+b7all27dgFoskaFke+rEEKbBBTCZn3++eeEhITw+uuv62zfsmULBw8eLHD8sWPHGDZsGIqiMHbsWKMWZxIlk5OTw+OPP87OnTvp1KkTa9asKfJ1N/S+VqtWjccff5zMzExeeOEFsrOzNfumTJlCQkICTzzxBFWrVrXIcxH/Muf7Kt9X2xEbG8tPP/2k890CyMrKYsGCBXz33Xe4ubkxYsQIzT75vgohjCHrUIhSs3HjxgJTTWZmZtKuXTvN47feeov+/fsDeX23z549W6Bv9d69e5k+fTq1a9emfv36BAQEcOnSJQ4dOkR2djZhYWF8/PHHln9Cgs8//5y1a9cCed0lXnjhBb3HffbZZ5ruFIbeV4C5c+eyb98+Vq9eTUhICG3atOHkyZOcOHGC+vXrM2fOHMs9GaFhzvdVvq+24+LFi0RGRuLv70/r1q2pVKkSt2/f5vjx41y/fh1XV1eWLl1KzZo1NWXk+yqEMIYEFKLUJCQk8Oeff+psUxRFZ5sxfXd79+7N1atX+euvvzh69CjJycl4e3vTsWNHRo4cSWRkpNm7Zgj91P3fAc0FqD7vvvuu5sKzMP7+/vz111+88847rFu3jrVr11KlShVefPFFpk+fXuyVmYVpzPm+yvfVdoSFhfHGG2+wa9cujh07xu3bt3F2dqZOnTpEREQwYcIEGjRoYHR98n0VQqipFJksWgghhBBCCGEiGUMhhBBCCCGEMJkEFEIIIYQQQgiTSUAhhBBCCCGEMJkEFEIIIYQQQgiTSUAhhBBCCCGEMJkEFEIIIYQQQgiTSUAhhBBCCCGEMJkEFEIIIYQQQgiTSUAhhBBCCCGEMJkEFEIIIYQQQgiTSUAhhBBCiHLn4MGDfPLJJwwZMoQaNWqgUqlwdXW1yLlu3LjByy+/TFBQEG5ubvj5+dG6dWumTJlikfMJUdpUiqIo1m6EEEIIIURpGjRoEL/++qvONhcXF9LT0816nr1799KvXz+SkpJo3LgxTZs25d69e5w6dYr4+Hiys7PNej4hrEEyFEKIMuvdd99FpVKxdOlSne1dunRBpVJx+fJlq7TLHmzbto2OHTvi5eWFSqVCpVJZu0lGGz16NCqVit9//93aTdFh6PMorKN9+/a8/fbbbNiwgRs3bljkHNeuXaNfv35kZGSwZs0aTp48yU8//cSmTZu4fPkye/bssch5hShtFazdACGEKE8uX75M3bp1CQsLs7kLXrW4uDgGDx5MZmYmPXr0oHLlytZukl3o0qULu3bt4tKlS9SpU8fazRFFmDp1qsXP8X//938kJSWxYMECBg8eXGB/aGioxdsgRGmQDIUQotxZvnw5p0+fpkaNGtZuik2Kjo4mLS2N//u//2PTpk0sXbrUru6qf/zxx5w+fdrmLtZefPFFTp8+rffCUtiH1NRU3nvvPR566CHc3d3x9vYmLCyMdevWFTg2MTGRn3/+GR8fH8aOHVv6jRWiFEmGQghR7tSqVcvaTbBp8fHxANSrV8/KLTFNtWrVqFatmrWbUYC/vz/+/v7WboYw0c2bN+nWrRunTp2iRo0a9OzZk/v377N3714GDx7Mxx9/zP/93/9pjt+9ezcZGRn06NEDJycnVq1axR9//EFWVhYhISEMHz6cKlWqWPEZCWFGihDCbg0fPlwBlClTphTYd/r0acXNzU3x8vJSLl68aHSdV65cUcaPH680aNBAcXFxUfz8/JS2bdsqH374oXL//n2dY2/fvq28+uqrmmMrVqyo9O7dW9myZYvB+k+ePKk88cQTStWqVRUnJyelevXqylNPPaWcOXOmwLE7d+5UAGXUqFHK9evXlTFjxig1atRQHB0dlTlz5miO+/3335WwsDDFw8ND8fPzUwYNGqScPn1aeeeddxRA+fbbb3XqDQsLUwDl0qVLOtsBpXbt2kp2drYyY8YMpWHDhoqzs7MSGBioTJkyRUlPTy/QxsOHDyuvvfaa0qpVK8Xf319xdnZW6tatqzz//PPKP//8o3Osuj36fkaNGqVz7K1bt5RXXnlFCQoKUlxcXBRfX1+lT58+yq5duwy+toakpaUp7733ntKkSRPF1dVV8fb2Vjp16qT88MMPel9vfT/vvPNOkeepXbu2Aii5ubnK3LlzlUaNGikuLi5K9erVlZdeeklJTEwsUGbUqFEKoOzcuVP57bfflC5duig+Pj4KoDk+KytLmT9/vtKqVSvFw8ND8fDwUNq2bat8+eWXSnZ2dqF15nfv3j1l+vTpStOmTTXfj86dOytr1641+LyK+k5cunTJ4Oum/d+soc+johT/u2TKZ1UUDlBcXFwM7u/bt6/m721mZqZm+8WLF5X69esrjo6OytGjRzXbP/nkEwVQnnnmGaV9+/YFPhceHh7Kzz//bNHnJERpkYBCCDt29+5dJTAwUHFwcNC5eMrMzFRatmxp8OLFkF27dmku5urVq6cMHz5c6d+/v1K3bt0CF+Dx8fFKvXr1FECpVauWMmLECKVbt26Ko6OjAiizZ88uUH90dLTi5uamAEqrVq2Uxx57TGnRooUCKJ6enkpMTIzO8eoL3H79+imBgYFK1apVlYiICCU8PFxZuHChoiiKsm7dOs05H3nkEeWxxx5T6tWrp3h7eysjR440KaAYMWKE4uHhoXTt2lUJDw/XvCYjR44s8JxGjBihODo6Ks2bN1cGDhyoDBo0SKlTp44CKNWqVdMJKtauXasMHTpUAZQqVaooo0aN0vx88803muNOnz6t1KhRQwGU+vXrK4MHD1Y6d+6sODs7Kw4ODsqKFSuMfUuVlJQUpXXr1gqgBAQEKBEREUrfvn0VFxcXBVAmTpyoc95Ro0YpzZs3VwClQ4cOmvYVdsGtpg4oxo8frzg5OSk9e/ZUhg8frlSpUkUBlGbNmikpKSk6ZdQX/88++6yiUqmUtm3bKo899pjStm1bJSkpScnOzlb69eunAIq3t7cycOBAZeDAgYqXl5cCKIMHD1ZycnL01pk/oLhx44bSuHFjBVBq1KihPProo0qPHj0UDw8PBVA+/vjjAs/JmO9EQkKCMmrUKM3zHDp0qM57q2YooDDlu2TKZ1UUrrCA4vDhw5q/Mbm5uQX2r1u3TgGUl156SbNt6tSpCqBUqFBB8fDwUBYvXqwkJCQoly5dUiZPnqwAirOzs04QIoS9koBCCDu3Y8cOxcHBQalZs6bmju6UKVMUQImIiDC6nrt37yoBAQEKoMyZM6fAf5q7du1SkpKSNI/Dw8MVQHnqqad07tbFxsYq7u7uBe7Wpaamai64vvrqK526Z8+erQBKYGCgzp1V7TvmgwcPVh48eKBTLiUlRfH391cAZeXKlZrtWVlZmovK4gYUgNKoUSOdfX///bdSsWJFBVAuXLigU2b79u3KtWvXdLbl5OQo06dPVwAlMjJSZ5/6bnZYWJiiT3Z2ttK0aVMFUObNm6fzPhw6dEipVKmS4uHhody8eVNv+fxefPFFBVB69Oih3Lt3T7P99OnTSuXKlRVA2bhxo06Zwu6kF0YdUHh7eysHDhzQbL93757SrVs3BVBefvllnTLa79OPP/5YoM7PPvtMAZSHHnpI5zlfu3ZNCQ4OVgDliy++0Ftn/oCiuHeYi/udMPS5UjP0uhb3u6Qopn1WReEKCyg+/fRTBVBmzJihd//t27cVQGnXrp1m26uvvqp5n9Q3QLRFRERI8CfKDAkohCgDXnvtNQVQHn/8cWXnzp2Kg4ODUr16deXOnTtG1zFjxgwFUMLDw4s89uLFi5oLR33dWNR335577jnNtiVLliiA0qlTJ711qu+ia3fDUQcULi4uSnx8fIEyixcvVgClZ8+eBfbdvXtX8fT0NCmgiI6OLlDfSy+9VOyL7Bo1aih+fn4624oKKNauXat5L/WZO3euAiizZs0q8vypqamKm5ub4uDgoJw7d67A/vnz5yuA0rt3b53tJQ0o3njjjQL7Tp06pahUKsXb21snaFRf/Pfv319vnbVq1VIAZfv27QX2rV+/XgGU4OBgne36AgpT7jAX5zuhKKYFFKZ8lxTF/J9VUXhA8cILLxTosqTvp0GDBpoy6psKDg4Oerugbdq0SZMtE8LeyaBsIcqADz74gOjoaH744Qc2btyIoigsW7YMPz8/o+uIjo4G4Lnnnivy2D/++AOAfv364evrW2D/U089xezZs4mNjdVsU/8+cuRIvXU++eSTHDx4kNjYWB577DGdfa1atdI7I5O6HcOHDy+wr2LFivTq1Ys1a9YU+Xy0OTk50aVLlwLbg4KCALh+/XqBfXfu3GH9+vWcOHGCpKQkcnJyAMjKyuLu3bvcvXvX6Pdi27ZtQN6iW/p07NgRgL/++qvIug4ePMiDBw9o164dDRs2LLD/qaeeYsKECezevRtFUcy21kT+9w+gUaNGNG/enCNHjnDs2DHatm2rs//RRx8tUCYuLo64uDiqVq1Kt27dCuwPDw/H19eXs2fPkpCQQEBAgME2qV/XgQMH6n2e+l7X4nwnTGXKd0nNlM+qMI36O92pU6dCJyvQHnSvnjq4atWquLi4FDhWvf/WrVvma6gQViIBhRBlgLOzM0uXLqV58+akpKTw0ksv0aNHj2LVcfXqVQDq169f5LHXrl0DMDjXvnq7+jhTy6gZmpVJfayh/abM5lStWjUcHR0LbPf09AQgIyNDZ/sPP/zAf/7zH1JTUw3Wee/ePaMDCvVieyNGjGDEiBEGj7t9+3aRdRX1mvv6+uLj40NycjIpKSn4+PgY1cai1K5dW+/2OnXqcOTIEaPf46Lar1KpqF27NklJSVy7dq3QgEL9uk6dOrXQ9Qe0X9fifCdMVZLvRXE/q8J0gYGBAERERDBhwgSjyrRs2RLImz5WX8B+584d4N/3Swh7JgGFEGXETz/9pPn98OHD5Obm4uBQ/KVminOX2tCx6u369hdVv779rq6ueo9VFMWoOoujOHVduXKF0aNHoygKc+fOpX///tSoUQM3NzcAHnnkEfbu3atppzHUd0L79u1b6IJyISEhRtdpzHMqjZWwC3sdDL3HYJ72m3KHuTjnLylLfJeE+fTo0YO33nqLdevWGR1QPPTQQ9StW5dLly7x559/0q5dO5396oUtW7VqZe7mClHqJKAQogyIjY3lk08+oXr16oSEhLBjxw4++eQT3njjDaPrqFmzJmfOnOHChQtFXqxWr14dgEuXLundr74brL0WQFFlrly5UqBMUdR1qsvmFxcXZ3Rdpti0aROZmZm88sorTJw4scD+v//+u9h1qu+Ejhs3Tm83oOIo6jVPTk4mOTkZDw8PvLy8SnQubVeuXOGhhx4qsF39fqjbVZSi2q9dZ1GfG1PuMBfnO2EqU75LovS1a9eO7t27s337dl5++WXef/99ncxCbm4u0dHRuLu7a7rPQV5GbNy4cUyYMIFNmzZpAtaDBw8ya9YsIO+7LoS9k5WyhbBzKSkpPPXUUyiKwrfffsv3339PpUqVePfddzlw4IDR9ai7SH399ddFHqv+D3Pjxo0kJSUV2P/9998DeXeD1dS/r1ixQm+d6u3aZYxtxy+//FJgX1JSElu3bjW6LlMkJiYCeRee+cXExHDz5s0C252dnQHIzs7WW6f6fdC38m5xtW7dGjc3N/bv38/58+cL7Fe/Tx07djTr3W7tbJnamTNnOHLkCF5eXjRr1syoemrVqkWtWrW4ceMGO3bsKLB/48aNJCYmEhwcXGh3JzDtdS3OdwKKfm/1MeW7JMxj48aNtGvXTvMDkJmZqbNt48aNmuNXrFhBs2bNmDt3LrVr16Z79+489thjdOrUiapVq9K7d+8Cf3OfffZZhg0bxl9//UVwcDADBgyga9euPPLIIyQlJfHss88SERFRqs9bCIuw3nhwIYQ5qNdamDBhgmbbmjVrFEAJCgpS0tLSjKrnzp07milYFyxYUGAmnJiYGJ0pMvv3768AytNPP60z1eWePXsUDw+PQqeNzT+F4rx58wqdNjb/om9qycnJip+fnwIoP/30k2Z7dna28swzz5g0bWzt2rX1nuvbb79VQHeBt19++UUBlDZt2iipqama7fHx8UqjRo0059c+T0ZGhuLk5KRUrVpV76JsWVlZSkhIiKJSqZRPPvlE57VVl1+9erVy7Ngxve3Mb/z48ZqZsLTbePbsWaVq1aoKoERFRemUKeksTz4+PsqhQ4c021NTU5UePXoooLvuhaIUvgidoijKzJkzFchbw+LWrVua7devX9e8xp9//rlRdXbv3l0BlEmTJulMoasoeVP9btmyRYmNjdVsK+53Qn3e/K+nmqHXtbjfJUUp/mdVFKR+nQr7yf9e3b9/X5k9e7by8MMPK15eXoqLi4tSp04dpVevXsoXX3yhJCQkFDhPTk6O8sUXXygtW7ZU3N3dFQ8PD+WRRx5Rli9fXkrPVAjLk4BCCDv2ww8/KIDSpEmTAms0REZG6p1usjA7duzQLBhWv359Zfjw4Up4eLjBhe3U22vXrq089thjSvfu3TWLcemb1lR7YbvWrVsrjz/+uGYBPg8PD4ML2xkKKBRFUVatWqU4ODgokLcQ2+OPP67Ur1+/RAvb6aPvIi0jI0Np0qSJAihVq1ZVhg4dqvTv319xd3dXHnnkEeWRRx7Re54BA/6/vfsLqfKO4zj+OQ2P7pjNlZV/Ip0nqGZ0LCrbOGEG5TKSYmUIOVuO/tCFFyO8S7cuvIlKpX9s5YkuotguCgkaYdqfjdbFKoqi6TaLaEWLwrqotO8uhg+5k5WPHY/p+wUH8fc7z/P7+ugj5/P8+y12fm8lJSVWVlZm+/btc/qvXr3qPC41JSXF8vPzbfny5TZ79mxLTEw0SW800ZxZ94ntxowZY8uXL7eCggKLi4sLC6Jd+hoouia2y8/Pt6KiIie4ZGVldfsAbvb6QNHR0eHMH/HBBx/Y0qVLbcmSJc7f6ZIlS3o1sd3UqVNNko0cOdLmzZtnK1assGAw2G2+iRf1Zp/48ccfnUfALlu2zMrKyqysrOy129XNvkSgADCQECiAd9SNGzcsMTHRvF6v/fbbb2H97e3tzuy7R44ceeP1tra22po1ayw9Pd28Xq8lJSVZTk6OVVdXh4WWe/fu2ddff21+v9+8Xq8lJibaggUL7Pjx4z2u//Lly1ZcXGxjx461mJgYS0lJsZUrV9q1a9fC3vsmgcLsv8nl5syZYz6fzxITE23x4sV25cqVHj/Ava1AYfbffBfr16+3jIwMi42NtczMTKuoqLDHjx/3OM6dO3espKTEkpOTnQ+N//8Z79+/b1VVVRYIBCw+Pt58Pp/5/X4rLCy0+vr6sCPsr/Lo0SP75ptv7OOPP7bY2FhLSEiwYDDYbTLAF/U1UDx//ty2bNlikyZNstjYWEtJSbENGzbY/fv3w5Z5XaAw+++sTU1NjXOE1+fz2YwZM2zHjh0vPcvTtc6mpqawPjdHmHuzT2zbts3Zzl1Hubu8arv2dl8iUAAYSDxmvXj8CAAAPcjIyFBbW1uvnmoVCStWrNDhw4f166+/hs13AQB4+7gpGwAwaHR2durChQvyeDyvfDwsAODtIVAAAAaFtWvXKhAI6Pr168rPz9eoUaOiXRIADAnMQwEAGBQOHz4sSSoqKlJdXV2UqwGAoYN7KAAAAAC4xiVPAAAAAFwjUAAAAABwjUABAC40NTXJ4/F0ez148CDaZUVddnZ2t21SVVUV7ZIAABHGTdkA0Ad+v1/BYFCS5PV6o1xNdx6PR+np6frrr7/6bczCwkJlZ2erpaVFZ8+e7bdxAQDRQ6AAgD4IBoMKhULRLmPA+PbbbyVJoVCIQAEAQwSXPAEAAABwjUABABHg8XiUkZGhjo4Obd68WRMmTND777+vyZMnq76+3nlfY2Oj8vLyNGLECH344Yf64osv9M8//7x0nU+fPlVNTY1mzpyphIQExcfHa9asWdq7d69efAJ4KBSSx+ORJLW1tXW7p2Hu3LnO+zIyMuTxeGRmqqurUyAQkM/nU3Z2dq/HBAAMXVzyBAARVFRUpBMnTuiTTz6R3+9Xc3OzVq9eLUlKSEhQcXGxAoGA5s+fr3PnzunAgQP6888/derUKScUSNLjx4+1cOFCnT59WklJSQoGgxo2bJh++eUXffXVVzp//rx2794tSZowYYJKS0u1f/9+xcfHa9myZc56Jk2aFFbjunXrVF9fr9zcXE2ePFlPnz7t9ZgAgCHMAAC9dvLkSZNkpaWlL+2XZJJsypQpdvPmTae9sbHRJFlKSoqNGjXKfvjhB6fv4cOHlpWVZZKssbGx2/rWr19vkqykpMTa29ud9rt371pOTo5JsoaGhrAa0tPTe/wZ0tPTTZIlJSXZ5cuXw/rdjNmlvr7eJFllZWWP4wMABgcueQKACKqtrdW4ceOc7/Py8jR9+nTdvn1bixYt0ueff+70jRgxQmvWrJEkNTc3O+13797V999/r48++kjfffedhg8f7vSNHj1ae/bskSTna29VVFQoKyurW1ukxwQADB4ECgCIEK/Xq9zc3LD2zMxMSdL8+fPD+vx+vyTp9u3bTltzc7OePXumzz77TLGxsWHLBAIBJSQk6Pz5867qLCwsDGuL9JgAgMGDQAEAEZKcnKxhw8L/zcbHx0uS0tLSeux78uSJ09Y1j8SuXbvCJtPrerW3t+vevXuu6hw/fnxYW6THBAAMHtyUDQAR8uJN1W76u3R2dkqSpk2bpqlTp/a5rv+Li4vr9zEBAIMHgQIABriuezDmzp2rrVu3DtoxAQDvJi55AoABLi8vT++9954aGhqcMwdvIiYmRh0dHf06JgBg6CFQAMAAl5aWplWrVun3339XSUnJS+9b+Pnnn3Xs2LFubampqbpz544ePHjQb2MCAIYeLnkCgHdAbW2t/vjjDx08eFANDQ3Kzs5Wamqq/v77b7W0tOjWrVsqLy9XQUGBs0xhYaHq6uo0ffp0ffrpp4qLi9PEiRO1cePGiI0JABh6CBQA8A7w+Xz66aeftH//fh04cECXLl3SuXPnNGbMGPn9fpWXl6u4uLjbMtXV1TIzHTlyRIcOHVJHR4dyc3PfOFC4GRMAMPR4zMyiXQQAvGuampqUl5en0tJShUKhaJcz4IRCIX355ZeqrKxUVVVVtMsBAEQQZygAoA/OnDmjVatWSZJ27twpn88X3YKibNOmTbpx44ZaWlqiXQoAoJ8QKACgD1pbW9Xa2ipJ2r59+5APFEePHtXFixejXQYAoB9xyRMAAAAA13hsLAAAAADXCBQAAAAAXCNQAAAAAHCNQAEAAADANQIFAAAAANcIFAAAAABcI1AAAAAAcI1AAQAAAMA1AgUAAAAA1wgUAAAAAFwjUAAAAABwjUABAAAAwDUCBQAAAADXCBQAAAAAXCNQAAAAAHDtX0wsyU6G0DYHAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# and plot it again\n", "fig, ax = plt.subplots(dpi=150)\n", "ax.set_aspect(\"equal\")\n", "\n", "rain.plot(\n", " cmap=\"precip2_17lev\",\n", " levels=10,\n", " vmin=100,\n", " vmax=1000,\n", " add_colorbar=True,\n", " # robust=True,\n", ")\n", "\n", "wtrshd.boundary.plot(ax=ax, color=\"xkcd:electric pink\", lw=0.37, ls=\"solid\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "507584f2-5af4-489e-b81e-10518058920a", "metadata": {}, "source": [ "### RELATIVE BIAS $\\to$ CLUSTERS $\\equiv$ 4 ###" ] }, { "cell_type": "code", "execution_count": 28, "id": "9bee2331-9802-4e21-965b-9b5d1990a9a3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cfor = season_x.copy()\n", "cfor = cfor.where(~skams_x.isnull())\n", "\n", "# mask into averages\n", "afor = [skams_x.where(skams_x != i, item) for i, item in enumerate(ks_x)]\n", "afor = xr.concat(afor, dim=\"mask\").sum(dim=\"mask\") # , skipna=True)\n", "afor = afor.where(~skams_x.isnull())\n", "\n", "# relative field\n", "rfor = (cfor - rain) / afor\n", "\n", "# plotting happens here\n", "fig, ax = plt.subplots(dpi=150)\n", "ax.set_aspect(\"equal\")\n", "\n", "rfor.plot(cmap=cmc.roma)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d24bd3f9-d15d-4fe0-8ea7-541c7a69f9e4", "metadata": {}, "source": [ "### RELATIVE BIAS $\\to$ CLUSTERS $\\equiv$ 1 ###" ] }, { "cell_type": "code", "execution_count": 29, "id": "417753aa-8936-4360-a85a-9338c8c52524", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cone = season.copy()\n", "cone = cone.where(~skams.isnull())\n", "\n", "# mask into averages\n", "aone = [skams.where(skams != i, item) for i, item in enumerate(ks)]\n", "aone = xr.concat(aone, dim=\"mask\").sum(dim=\"mask\") # , skipna=True)\n", "aone = aone.where(~skams.isnull())\n", "\n", "# relative field\n", "rone = (cone - rain) / aone\n", "\n", "# plotting happens here\n", "fig, ax = plt.subplots(dpi=150)\n", "ax.set_aspect(\"equal\")\n", "\n", "rone.plot(cmap=cmc.vik)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3a6a4d82-371b-4a3c-a737-580a8580a237", "metadata": {}, "source": [ "### SEASONAL [MAM] RAINFALL SIDE-BY-SIDE ###" ] }, { "cell_type": "code", "execution_count": 30, "id": "2978837f-5428-4f29-ae41-4ca8c81274e8", "metadata": {}, "outputs": [], "source": [ "# rain\n", "one_rain = xr.concat([rain, cone, cfor], dim=\"case\")\n", "one_rain = one_rain.assign_coords(\n", " {\"case\": [\"mean_MAM [realization]\", \"1 K-means\", \"4 K-means\"]}\n", ")" ] }, { "cell_type": "code", "execution_count": 134, "id": "86424900-e822-4e1b-a448-cd114c60e441", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot\n", "# https://stackoverflow.com/a/64010463/5885810\n", "# https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.colorbar\n", "\n", "fig = plt.figure(dpi=150)\n", "\n", "allx = one_rain.plot(\n", " figsize=(13, 7),\n", " x=\"x\",\n", " y=\"y\",\n", " col=\"case\",\n", " col_wrap=3,\n", " aspect=1,\n", " cmap=\"precip2_17lev\",\n", " levels=11,\n", " vmin=0,\n", " vmax=1500,\n", " cbar_kwargs={\"shrink\": 0.35, \"pad\": +0.09, \"aspect\": 31, \"location\": \"bottom\"},\n", ")\n", "\n", "[\n", " wtrshd.boundary.plot(ax=ax, color=\"xkcd:electric pink\", lw=0.37, ls=\"solid\")\n", " for ax in allx.axs.flatten()\n", "]\n", "\n", "plt.show()\n", "\n", "# # use these for exporting and cleaning [don't forget to comment out \"plt.show()\"!!]\n", "# plt.savefig(\n", "# \"six_.pdf\", bbox_inches=\"tight\", pad_inches=0.02, facecolor=fig.get_facecolor()\n", "# )\n", "# plt.close()\n", "# plt.clf()" ] }, { "cell_type": "markdown", "id": "93b60994-d8a6-44c6-a448-f20dbdb36de8", "metadata": {}, "source": [ "### [MAM] RELATIVE BIAS SIDE-BY-SIDE ###" ] }, { "cell_type": "code", "execution_count": 31, "id": "d449dc80-cbe0-4820-b069-83b35f8d5d2a", "metadata": {}, "outputs": [], "source": [ "# biases\n", "one_diff = xr.concat([rone, rfor], dim=\"case\")\n", "one_diff = one_diff.assign_coords(\n", " {\"case\": [\"1 K-means [rel.BIAS]\", \"4 K-means [rel.BIAS]\"]}\n", ")" ] }, { "cell_type": "code", "execution_count": 32, "id": "7dbf0abe-35b7-496f-9a54-acbdbbbdc306", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot\n", "fig = plt.figure(dpi=150)\n", "\n", "alld = one_diff.plot(\n", " figsize=(11, 6),\n", " x=\"x\",\n", " y=\"y\",\n", " col=\"case\",\n", " col_wrap=2,\n", " aspect=1,\n", " # robust=True,\n", " cmap=cmc.vik_r,\n", " levels=11,\n", " vmin=-5,\n", " vmax=5,\n", " cbar_kwargs={\"shrink\": 4 / 5, \"pad\": +0.02, \"aspect\": 27, \"location\": \"right\"},\n", ")\n", "\n", "[\n", " wtrshd.boundary.plot(ax=ax, color=\"xkcd:electric pink\", lw=0.37, ls=\"solid\")\n", " for ax in alld.axs.flatten()\n", "]\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a7375c19-e7f3-4c9f-9404-b5aea437e3bb", "metadata": {}, "source": [ "---\n", "\n", "## 30 RUNS ##" ] }, { "cell_type": "markdown", "id": "9554c668-bd57-4bd3-9fe4-d7285b6fa7f3", "metadata": {}, "source": [ "![rains](../../../fig/six_rain.jpg)" ] }, { "cell_type": "markdown", "id": "66e9f669-cc5c-4c88-bd11-a40bd545461b", "metadata": {}, "source": [ "![diffs](../../../fig/six_diff.jpg)" ] }, { "cell_type": "markdown", "id": "617bbf1d-db0e-451c-9593-c7f32faf61cb", "metadata": {}, "source": [ "You're encouraged to: 1) run 30 simulations on STORM; and 2) re-do this notebook for the [OND](../realisation_OND_crs-OK.nc) realization\\\n", "You'd need the code below (which was used to produce the plots above) to aggregate all the seasonal storms for the simulated years given in the (NetCDF) files" ] }, { "cell_type": "code", "execution_count": null, "id": "8749823c-925d-4080-a934-2de250fa17a6", "metadata": {}, "outputs": [], "source": [ "# file path for simulations based on 4 CLUSTERS\n", "file4 = \"./model_output/RUN_230831T1626_S1_nada_zero.nc\"\n", "# file path for simulations based on 1 CLUSTER\n", "file1 = \"./model_output/RUN_230830T1734_S1_nada_zero.nc\"\n", "\n", "# variable name where the rainfall is stored (in the nc.file)\n", "var = \"year_2023\"\n", "\n", "\n", "def COLLECT(sfile, grp, var):\n", " # FUNCTION to collect and aggregate all seasonal storms in a given RUN\n", " ds = xr.open_mfdataset(\n", " sfile,\n", " group=grp,\n", " combine=\"nested\",\n", " # concat_dim=\"time\",\n", " # data_vars=[var],\n", " decode_times=True,\n", " use_cftime=True,\n", " decode_cf=True,\n", " mask_and_scale=True,\n", " )\n", " ds = ds.assign_coords(\n", " {\"y\": ds.projection_y_coordinate.load(), \"x\": ds.projection_x_coordinate.load()}\n", " )\n", "\n", " # 0.002 is the scaling.factor; -0.00199999999998to1128 is the agg.factor\n", " # ...usually you don't need to do this; but something went wrong (apparently)\n", " storm = (\n", " ((ds[var] * 0.002) + -0.001999999999981128)\n", " .round(3)\n", " .astype(\"f8\")\n", " .sum(dim=\"time_001\")\n", " .load()\n", " )\n", " # use the line below instead, when outputs are produced correctly\n", " # storm = ds[var].sum(dim=\"time_001\").load()\n", "\n", " skams = ds[\"k_means\"].load()\n", " ds.close()\n", " return storm, skams\n", "\n", "\n", "def COMPUTE(sfile):\n", " # FUNCTION to call all the RUNS in a file\n", " # \"29\" means 30-RUNS (careful with your own simulations)\n", " xs = list(\n", " map(\n", " lambda x: COLLECT(sfile, x, var),\n", " list(map(lambda x: f\"run_{'{:02d}'.format(x)}\", np.arange(29) + 1)),\n", " )\n", " )\n", " storm = xr.concat(list(zip(*xs))[0], dim=\"run\").mean(dim=\"run\")\n", " skams = xr.concat(list(zip(*xs))[-1], dim=\"run\").mean(dim=\"run\")\n", " return storm, skams\n", "\n", "\n", "def RELATIVE(season, skams): # season=s4; skams=k4\n", " # FUNCTION to compute spatial BIASES\n", " # mask-dealing\n", " kmeans = np.unique(skams)\n", " kmeans = kmeans[~np.isnan(kmeans)].astype(\"i1\")\n", " # print( [xr.where(skams == x, skams, np.nan).count().data for x in kmeans] )\n", " ks = list(map(lambda x: xr.where(skams == x, season, np.nan).mean().data, kmeans))\n", " cx = (season.copy()).where(~skams.isnull())\n", " # mask into averages\n", " aa = [skams.where(skams != i, item) for i, item in enumerate(ks)]\n", " aa = xr.concat(aa, dim=\"mask\").sum(dim=\"mask\").where(~skams.isnull())\n", " # relative field\n", " rr = (cx - rain) / aa\n", " # rr.plot(cmap=cmc.roma)\n", " return rr" ] }, { "cell_type": "code", "execution_count": null, "id": "49e3393a-e9a3-4144-b012-a7a6312ebcc8", "metadata": {}, "outputs": [], "source": [ "# put into action all the above functions\n", "\n", "# results for 4 CLUSTERS\n", "s4, k4 = COMPUTE(file4)\n", "k4 = COLLECT(file4, \"run_30\", var)[-1]\n", "\n", "# results for 1 CLUSTER\n", "s1, k1 = COMPUTE(file1)\n", "k1 = COLLECT(file1, \"run_30\", var)[-1]" ] }, { "cell_type": "code", "execution_count": null, "id": "80bff7fe-24e6-4d7b-81ae-eed50e30fde0", "metadata": {}, "outputs": [], "source": [ "# the plotting happens here\n", "\n", "# concatenate realization, 4-clusters, and 1-clusters (into ONE Xarray)\n", "rain = rain_fs[\"rain\"].where(~k1.isnull())\n", "one_rain = xr.concat([rain, s1, s4], dim=\"case\")\n", "one_rain = one_rain.assign_coords(\n", " {\"case\": [\"mean_MAM [realization]\", \"1K [30runs]\", \"4K [30runs]\"]}\n", ")\n", "\n", "# plot the rainfall\n", "fig, ax = plt.subplots(dpi=300)\n", "one_rain.plot(\n", " figsize=(17, 5),\n", " x=\"x\",\n", " y=\"y\",\n", " col=\"case\",\n", " col_wrap=3,\n", " cmap=\"precip2_17lev\",\n", " levels=11,\n", " vmin=0,\n", " vmax=1500,\n", " cbar_kwargs={\"shrink\": 4 / 5, \"pad\": +0.01},\n", ")\n", "plt.savefig(\n", " f\"realisation_plot10--rain.pdf\",\n", " bbox_inches=\"tight\",\n", " pad_inches=0.02,\n", " facecolor=fig.get_facecolor(),\n", ")\n", "plt.close()\n", "plt.clf()\n", "\n", "# concatenate the relative-bias datasets\n", "one_diff = xr.concat([RELATIVE(s1, k1), RELATIVE(s4, k4)], dim=\"case\")\n", "one_diff = one_diff.assign_coords(\n", " {\"case\": [\"1K [30runs_rel.BIAS]\", \"4K [30runs_rel.BIAS]\"]}\n", ")\n", "\n", "# plot the biases\n", "fig, ax = plt.subplots(dpi=300)\n", "one_diff.plot(\n", " figsize=(12, 5),\n", " x=\"x\",\n", " y=\"y\",\n", " col=\"case\",\n", " col_wrap=2,\n", " # robust=True,\n", " cmap=cmc.vik_r,\n", " levels=10,\n", " vmin=-2,\n", " vmax=2.5,\n", " cbar_kwargs={\"shrink\": 4 / 5, \"pad\": +0.01},\n", ")\n", "plt.savefig(\n", " f\"realisation_plot10--diff.pdf\",\n", " bbox_inches=\"tight\",\n", " pad_inches=0.02,\n", " facecolor=fig.get_facecolor(),\n", ")\n", "plt.close()\n", "plt.clf()" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:prll]", "language": "python", "name": "conda-env-prll-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 5 }