{ "cells": [ { "cell_type": "markdown", "id": "1728a25c-6bba-46c2-a9d4-c2f1e7696914", "metadata": {}, "source": [ "# Analyzing and visualizing CAM-SE output in Python\n", "\n", "## Overview\n", "\n", "We demonstrate a variety of options for analyzing and visualizing output from the Community Atmosphere Model (CAM) with the spectral element (SE) grid in Python. This notebook was developed for the ESDS [Collaborative Work Time on Unstructured Grids](https://ncar.github.io/esds/posts/2023/unstructured-grid-collab-1/), which took place on April 17, 2023. A recap of the related CAM-SE discussion can be found [here](https://ncar.github.io/esds/posts/2023/unstructured-grid-collab-1/#katie-dagon-cgd).\n", "\n", "## Contents\n", "1. [Regrid CAM-SE output using map file](#section1)\n", "2. [Use a CAM-SE remap function to scale up](#section2)\n", "3. [Regrid CAM-SE output using xESMF](#section3)\n", "4. [Direct sparse matrix multiply-add](#section4)" ] }, { "cell_type": "markdown", "id": "d2e28c5e-becf-4c5d-a7f7-e578a6212b96", "metadata": {}, "source": [ "## Imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "5449ce5a-74ec-4312-92e7-3ec4653a0cbf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sys : 3.10.10 | packaged by conda-forge | (main, Mar 24 2023, 20:08:06) [GCC 11.3.0]\n", "xesmf : 0.7.1\n", "distributed : 2023.4.1\n", "json : 2.0.9\n", "ncar_jobqueue: 2021.4.14\n", "xarray : 2023.3.0\n", "numpy : 1.23.5\n", "scipy : 1.10.1\n", "opt_einsum : 3.3.0\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "\n", "import distributed\n", "import ncar_jobqueue\n", "import numpy as np\n", "import opt_einsum\n", "import scipy as sp\n", "import xarray as xr\n", "import xesmf\n", "\n", "%watermark -iv" ] }, { "cell_type": "markdown", "id": "724159c5-1ef1-4828-b820-f71dd1a626ac", "metadata": {}, "source": [ "## Spin up a Cluster" ] }, { "cell_type": "code", "execution_count": 2, "id": "63bdae88-aaf2-46e9-ba1d-b7c753e08c26", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "PBSCluster(3d08bca5, 'tcp://10.12.206.45:39748', workers=0, threads=0, memory=0 B)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cluster = ncar_jobqueue.NCARCluster()\n", "cluster" ] }, { "cell_type": "markdown", "id": "d5467928-2637-413d-9c05-5f152be5d271", "metadata": {}, "source": [ "### Distributed client with adaptive scaling" ] }, { "cell_type": "code", "execution_count": 3, "id": "6e3cd69e-8312-4635-882c-e66506235611", "metadata": {}, "outputs": [], "source": [ "client = distributed.Client(cluster)\n", "cluster.adapt(minimum_jobs=1, maximum_jobs=4);" ] }, { "cell_type": "code", "execution_count": 4, "id": "e23060f9-751e-4f7d-8849-03340552d592", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "client" ] }, { "cell_type": "markdown", "id": "18ddd93f-de81-44d4-8376-f6081eb0a63f", "metadata": {}, "source": [ "## Set CAM-SE output location and map file\n", "Here we are using 3-hourly surface temperature (TS) output from a historical simulation using the ne120 grid (0.25deg resolution)." ] }, { "cell_type": "code", "execution_count": 5, "id": "299263fb-f047-47bc-bcde-ecf7dde87839", "metadata": {}, "outputs": [], "source": [ "data_path = '/glade/campaign/cgd/ccr/jet/nanr_forKatie/3hrly/b.e13.B20TRC5CN.ne120_g16.003/'\n", "data_file = 'b.e13.B20TRC5CN.ne120_g16.003.cam.h4.TS.2000010100Z-2000123121Z.nc' # TS file is 3-hourly avg for year 2000" ] }, { "cell_type": "markdown", "id": "af0fad8e-9782-4f5f-8e74-2d1fef26afe0", "metadata": {}, "source": [ "The map file is a set of weights that is used to remap the CAM-SE unstructured output to a regular latitude by longitude grid. This particular map file uses bilinear interpolation.\n", "\n", "[ESMF_RegridWeightGen](https://earthsystemmodeling.org/docs/release/ESMF_8_0_1/ESMF_refdoc/node3.html#SECTION03020000000000000000) is a tool that can be used to generate map files, and [this ESMPy tutorial](https://earthsystemmodeling.org/esmpy_doc/release/latest/html/examples.html#regridding) has additional information on creating these files." ] }, { "cell_type": "code", "execution_count": 6, "id": "bf8cddb5-92c5-4240-925d-b8790af83c7c", "metadata": {}, "outputs": [], "source": [ "map_path = '/glade/campaign/cgd/amp/jet/ClimateNet/data_processing/maps/'\n", "map_file = 'map_ne120_to_0.23x0.31_bilinear.nc'" ] }, { "cell_type": "markdown", "id": "9ff91abf-67f1-40fa-8102-320b0f4b6644", "metadata": { "tags": [] }, "source": [ "\n", "## 1. Regrid CAM-SE output using map file\n", "\n", "This method aims to produce a Python-based alternative to the [ncremap](https://nco.sourceforge.net/nco.html#ncremap-netCDF-Remapper) tool from the [NCO package](https://nco.sourceforge.net/nco.html). The benefits of this method could include remapping within a Python script or notebook, for example to visualize unstructured data without having to write a netCDF file, remap, and read it back in. See related discussion from [this issue](https://github.com/UXARRAY/uxarray/issues/183#issuecomment-1343388433) in the UXarray github repository, and [this example notebook](https://uxarray.readthedocs.io/en/latest/examples/005-to-geodataframe-for-holoviz.html) with visualization examples from the UXarray documentation." ] }, { "cell_type": "markdown", "id": "0799529c-bc17-4236-ad90-ee8415f4994a", "metadata": { "tags": [] }, "source": [ "### Read in map file (weights)" ] }, { "cell_type": "code", "execution_count": 7, "id": "ff8715c3-a1cf-48b3-9b16-ef8b383521d6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:        (src_grid_rank: 1, dst_grid_rank: 2, n_a: 777602,\n",
       "                    n_b: 884736, nv_a: 3, nv_b: 4, n_s: 2654208)\n",
       "Dimensions without coordinates: src_grid_rank, dst_grid_rank, n_a, n_b, nv_a,\n",
       "                                nv_b, n_s\n",
       "Data variables: (12/19)\n",
       "    src_grid_dims  (src_grid_rank) int32 ...\n",
       "    dst_grid_dims  (dst_grid_rank) int32 ...\n",
       "    yc_a           (n_a) float64 ...\n",
       "    yc_b           (n_b) float64 ...\n",
       "    xc_a           (n_a) float64 ...\n",
       "    xc_b           (n_b) float64 ...\n",
       "    ...             ...\n",
       "    area_b         (n_b) float64 ...\n",
       "    frac_a         (n_a) float64 ...\n",
       "    frac_b         (n_b) float64 ...\n",
       "    col            (n_s) int32 ...\n",
       "    row            (n_s) int32 ...\n",
       "    S              (n_s) float64 ...\n",
       "Attributes:\n",
       "    title:               ESMF Offline Regridding Weight Generator\n",
       "    normalization:       destarea\n",
       "    map_method:          Bilinear remapping\n",
       "    ESMF_regrid_method:  Bilinear\n",
       "    conventions:         NCAR-CSM\n",
       "    domain_a:            /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n",
       "    domain_b:            /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n",
       "    grid_file_src:       /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n",
       "    grid_file_dst:       /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n",
       "    CVS_revision:        6.3.0r
" ], "text/plain": [ "\n", "Dimensions: (src_grid_rank: 1, dst_grid_rank: 2, n_a: 777602,\n", " n_b: 884736, nv_a: 3, nv_b: 4, n_s: 2654208)\n", "Dimensions without coordinates: src_grid_rank, dst_grid_rank, n_a, n_b, nv_a,\n", " nv_b, n_s\n", "Data variables: (12/19)\n", " src_grid_dims (src_grid_rank) int32 ...\n", " dst_grid_dims (dst_grid_rank) int32 ...\n", " yc_a (n_a) float64 ...\n", " yc_b (n_b) float64 ...\n", " xc_a (n_a) float64 ...\n", " xc_b (n_b) float64 ...\n", " ... ...\n", " area_b (n_b) float64 ...\n", " frac_a (n_a) float64 ...\n", " frac_b (n_b) float64 ...\n", " col (n_s) int32 ...\n", " row (n_s) int32 ...\n", " S (n_s) float64 ...\n", "Attributes:\n", " title: ESMF Offline Regridding Weight Generator\n", " normalization: destarea\n", " map_method: Bilinear remapping\n", " ESMF_regrid_method: Bilinear\n", " conventions: NCAR-CSM\n", " domain_a: /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n", " domain_b: /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n", " grid_file_src: /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n", " grid_file_dst: /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n", " CVS_revision: 6.3.0r" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "weights = xr.open_dataset(map_path + map_file)\n", "weights" ] }, { "cell_type": "markdown", "id": "a4928e2f-cc2f-4c4e-90cb-e2d11f858ccb", "metadata": { "tags": [] }, "source": [ "### Make source / destination grids" ] }, { "cell_type": "code", "execution_count": 8, "id": "51cddc82-4ce5-462f-8f19-4d4245bcb853", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Src grid dims: [777602], dst grid dims: [1152 768]\n", "Map contains 884736 rows, 777602 cols and 2654208 nnz values\n" ] } ], "source": [ "srclat = weights['yc_a']\n", "srclon = weights['xc_a']\n", "dstlat = weights['yc_b']\n", "dstlon = weights['xc_b']\n", "src_grid_dims = weights['src_grid_dims'].values\n", "dst_grid_dims = weights['dst_grid_dims'].values\n", "\n", "print(f\"Src grid dims: {src_grid_dims}, dst grid dims: {dst_grid_dims}\")\n", "\n", "n_a = weights['n_a'].size # col dimension\n", "n_b = weights['n_b'].size # row dimension\n", "n_s = weights['n_s'].size # nnz dimension\n", "\n", "print(f\"Map contains {n_b} rows, {n_a} cols and {n_s} nnz values\")\n", "\n", "rows = weights['row'][:] - 1 # row indices (1-based)\n", "cols = weights['col'][:] - 1 # col indices (1-based)\n", "nnzvals = weights['S'][:] # nnz map values" ] }, { "cell_type": "markdown", "id": "f15d2431-808d-45dc-a1b4-b66429fd6d48", "metadata": { "tags": [] }, "source": [ "### Create sparse matrix map" ] }, { "cell_type": "code", "execution_count": 9, "id": "246a1033-809c-473e-859d-161a913eaf91", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "<884736x777602 sparse matrix of type ''\n", "\twith 2654208 stored elements in COOrdinate format>" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sparse_map = sp.sparse.coo_matrix((nnzvals, (rows, cols)), shape=(n_b, n_a))\n", "sparse_map" ] }, { "cell_type": "markdown", "id": "b4eeeee5-59e1-4c93-9008-5246617b2cae", "metadata": { "tags": [] }, "source": [ "### Read in CAM-SE output" ] }, { "cell_type": "code", "execution_count": 10, "id": "72776ce2-cfce-4497-b1d7-6ad5e6aa15ad", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "Dimensions:       (lev: 30, ilev: 31, ncol: 777602, time: 2920, nbnd: 2)\n",
       "Coordinates:\n",
       "  * lev           (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n",
       "  * ilev          (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n",
       "  * time          (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n",
       "Dimensions without coordinates: ncol, nbnd\n",
       "Data variables: (12/31)\n",
       "    hyam          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    hybm          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    P0            float64 ...\n",
       "    hyai          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    hybi          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    lat           (ncol) float64 dask.array<chunksize=(50000,), meta=np.ndarray>\n",
       "    ...            ...\n",
       "    n2ovmr        (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    f11vmr        (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    f12vmr        (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    sol_tsi       (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    nsteph        (time) int32 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    TS            (time, ncol) float32 dask.array<chunksize=(50, 50000), meta=np.ndarray>\n",
       "Attributes:\n",
       "    np:               4\n",
       "    ne:               120\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             b.e13.B20TRC5CN.ne120_g16.003\n",
       "    title:            UNSET\n",
       "    logname:          \n",
       "    host:             \n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n",
       "    topography_file:  /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12...
" ], "text/plain": [ "\n", "Dimensions: (lev: 30, ilev: 31, ncol: 777602, time: 2920, nbnd: 2)\n", "Coordinates:\n", " * lev (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n", " * ilev (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n", " * time (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n", "Dimensions without coordinates: ncol, nbnd\n", "Data variables: (12/31)\n", " hyam (lev) float64 dask.array\n", " hybm (lev) float64 dask.array\n", " P0 float64 ...\n", " hyai (ilev) float64 dask.array\n", " hybi (ilev) float64 dask.array\n", " lat (ncol) float64 dask.array\n", " ... ...\n", " n2ovmr (time) float64 dask.array\n", " f11vmr (time) float64 dask.array\n", " f12vmr (time) float64 dask.array\n", " sol_tsi (time) float64 dask.array\n", " nsteph (time) int32 dask.array\n", " TS (time, ncol) float32 dask.array\n", "Attributes:\n", " np: 4\n", " ne: 120\n", " Conventions: CF-1.0\n", " source: CAM\n", " case: b.e13.B20TRC5CN.ne120_g16.003\n", " title: UNSET\n", " logname: \n", " host: \n", " Version: $Name$\n", " revision_Id: $Id$\n", " initial_file: /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n", " topography_file: /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12..." ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tsfile = xr.open_dataset(data_path + data_file, chunks={\"time\": 50, \"ncol\": 50000})\n", "tsfile" ] }, { "cell_type": "markdown", "id": "b52b90d7-5680-4b3e-b99c-de2504337a46", "metadata": {}, "source": [ "### Extract surface temperature variable (TS)" ] }, { "cell_type": "code", "execution_count": 11, "id": "616f2877-069e-4846-8497-cbbc99037e25", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'TS' (time: 2920, ncol: 777602)>\n",
       "dask.array<open_dataset-bb5b27d0821608d3fc5037525bd2f985TS, shape=(2920, 777602), dtype=float32, chunksize=(50, 50000), chunktype=numpy.ndarray>\n",
       "Coordinates:\n",
       "  * time     (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n",
       "Dimensions without coordinates: ncol\n",
       "Attributes:\n",
       "    units:      K\n",
       "    long_name:  Surface temperature (radiative)
" ], "text/plain": [ "\n", "dask.array\n", "Coordinates:\n", " * time (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n", "Dimensions without coordinates: ncol\n", "Attributes:\n", " units: K\n", " long_name: Surface temperature (radiative)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts = tsfile.TS\n", "ts" ] }, { "cell_type": "markdown", "id": "5afe84f2-ea51-4993-84e4-8c69b82d8684", "metadata": { "tags": [] }, "source": [ "### Apply sparse map onto first timestep of TS\n", "Note: this is a time consuming step, so demonstrating only the first time index here" ] }, { "cell_type": "code", "execution_count": 12, "id": "4a6fa7d1-07f6-481a-afad-ce600df5fbe7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 2.53 s, sys: 116 ms, total: 2.64 s\n", "Wall time: 33 s\n" ] } ], "source": [ "%%time\n", "field_target = sparse_map @ ts.isel(time=0)" ] }, { "cell_type": "code", "execution_count": 13, "id": "ae6606b6-387f-4887-8837-5ae16208418d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(884736,)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "field_target.shape" ] }, { "cell_type": "markdown", "id": "3dfa3b20-8263-444c-835c-504c087e5b75", "metadata": {}, "source": [ "### Reshape 1-D vector to destination grid" ] }, { "cell_type": "code", "execution_count": 14, "id": "ba48699e-3695-4509-866e-bdcf9ac053fd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reshaped array now has dimensions [1152 768]\n" ] } ], "source": [ "data_out = np.reshape(field_target, dst_grid_dims, order='F')\n", "print(f\"Reshaped array now has dimensions {dst_grid_dims}\")" ] }, { "cell_type": "markdown", "id": "20625fc8-ac0d-421d-97f2-5da401e887d4", "metadata": {}, "source": [ "### Reshape destination grid to build structured data array" ] }, { "cell_type": "code", "execution_count": 15, "id": "ba12a221-cfca-4a59-b381-16ff0887e432", "metadata": {}, "outputs": [], "source": [ "lat2d = np.reshape(dstlat.values, dst_grid_dims, order='F')\n", "lon2d = np.reshape(dstlon.values, dst_grid_dims, order='F')" ] }, { "cell_type": "code", "execution_count": 16, "id": "f7a17e7e-9ccc-4089-93c7-795643fbb301", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1152, 768) (1152, 768)\n" ] } ], "source": [ "print(lat2d.shape, lon2d.shape)" ] }, { "cell_type": "markdown", "id": "973ea640-211e-4f05-b86f-f4805aa59060", "metadata": {}, "source": [ "### Build data array with dimension and coordinates" ] }, { "cell_type": "code", "execution_count": 17, "id": "31571f8a-8483-47f0-924a-c545c3fa0bd8", "metadata": {}, "outputs": [], "source": [ "ts_remap = xr.DataArray(\n", " data=data_out,\n", " dims=[\"lon\", \"lat\"],\n", " coords=dict(\n", " lon=([\"lon\"], lon2d[:, 0]),\n", " lat=([\"lat\"], lat2d[0, :]),\n", " ),\n", ")" ] }, { "cell_type": "code", "execution_count": 18, "id": "f26bf36c-755e-4829-a63b-c06b4b8a9c74", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray (lon: 1152, lat: 768)>\n",
       "array([[244.04267883, 243.94797035, 243.71354076, ..., 231.61040262,\n",
       "        231.07736837, 231.86198425],\n",
       "       [244.04267883, 243.94817018, 243.71394044, ..., 231.61271724,\n",
       "        231.07852571, 231.86198425],\n",
       "       [244.04267883, 243.94837698, 243.71435405, ..., 231.61500008,\n",
       "        231.07966716, 231.86198425],\n",
       "       ...,\n",
       "       [244.04267883, 243.95208424, 243.72176851, ..., 231.57748313,\n",
       "        231.06090852, 231.86198425],\n",
       "       [244.04267883, 243.95070604, 243.71901211, ..., 231.58848746,\n",
       "        231.06641072, 231.86198425],\n",
       "       [244.04267883, 243.94933473, 243.7162695 , ..., 231.59946073,\n",
       "        231.07189739, 231.86198425]])\n",
       "Coordinates:\n",
       "  * lon      (lon) float64 0.0 0.3125 0.625 0.9375 ... 358.8 359.1 359.4 359.7\n",
       "  * lat      (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.3 89.53 89.77 90.0
" ], "text/plain": [ "\n", "array([[244.04267883, 243.94797035, 243.71354076, ..., 231.61040262,\n", " 231.07736837, 231.86198425],\n", " [244.04267883, 243.94817018, 243.71394044, ..., 231.61271724,\n", " 231.07852571, 231.86198425],\n", " [244.04267883, 243.94837698, 243.71435405, ..., 231.61500008,\n", " 231.07966716, 231.86198425],\n", " ...,\n", " [244.04267883, 243.95208424, 243.72176851, ..., 231.57748313,\n", " 231.06090852, 231.86198425],\n", " [244.04267883, 243.95070604, 243.71901211, ..., 231.58848746,\n", " 231.06641072, 231.86198425],\n", " [244.04267883, 243.94933473, 243.7162695 , ..., 231.59946073,\n", " 231.07189739, 231.86198425]])\n", "Coordinates:\n", " * lon (lon) float64 0.0 0.3125 0.625 0.9375 ... 358.8 359.1 359.4 359.7\n", " * lat (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.3 89.53 89.77 90.0" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts_remap" ] }, { "cell_type": "markdown", "id": "ce57a91e-cefb-435f-b072-729d322cfc60", "metadata": {}, "source": [ "### Visualize" ] }, { "cell_type": "code", "execution_count": 19, "id": "e79bbde8-bf4d-43fa-add0-0b9bd1043042", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 392 ms, sys: 47 ms, total: 439 ms\n", "Wall time: 2.61 s\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "ts_remap.plot(x=\"lon\", y=\"lat\", robust=True);" ] }, { "cell_type": "markdown", "id": "d290681a-abf3-4948-b452-f6d24d1451ac", "metadata": {}, "source": [ "\n", "## 2. Use a CAM-SE remap function to scale up\n", "\n", "This method builds on the first example, by creating a function to streamline the remapping process. See related [regridding script](https://github.com/sgyeager/mypyutils/blob/main/mypyutils/regrid_utils.py).\n" ] }, { "cell_type": "markdown", "id": "e5bdf8e0-0e68-4443-a3c7-1250683e9f66", "metadata": {}, "source": [ "### Define a function to remap using weights file" ] }, { "cell_type": "code", "execution_count": 20, "id": "654f34ac-8712-439c-b43c-0d0a6d31c2a9", "metadata": {}, "outputs": [], "source": [ "def remap_camse(ds, dsw, varlst=[]):\n", " # dso = xr.full_like(ds.drop_dims('ncol'), np.nan)\n", " dso = ds.drop_dims('ncol').copy()\n", " lonb = dsw.xc_b.values.reshape([dsw.dst_grid_dims[1].values, dsw.dst_grid_dims[0].values])\n", " latb = dsw.yc_b.values.reshape([dsw.dst_grid_dims[1].values, dsw.dst_grid_dims[0].values])\n", " weights = sp.sparse.coo_matrix(\n", " (dsw.S, (dsw.row - 1, dsw.col - 1)), shape=[dsw.dims['n_b'], dsw.dims['n_a']]\n", " )\n", " if not varlst:\n", " for varname in list(ds):\n", " if 'ncol' in (ds[varname].dims):\n", " varlst.append(varname)\n", " if 'lon' in varlst:\n", " varlst.remove('lon')\n", " if 'lat' in varlst:\n", " varlst.remove('lat')\n", " if 'area' in varlst:\n", " varlst.remove('area')\n", " for varname in varlst:\n", " shape = ds[varname].shape\n", " invar_flat = ds[varname].values.reshape(-1, shape[-1])\n", " remapped_flat = weights.dot(invar_flat.T).T\n", " remapped = remapped_flat.reshape(\n", " [*shape[0:-1], dsw.dst_grid_dims[1].values, dsw.dst_grid_dims[0].values]\n", " )\n", " dimlst = list(ds[varname].dims[0:-1])\n", " dims = {}\n", " coords = {}\n", " for it in dimlst:\n", " dims[it] = dso.dims[it]\n", " coords[it] = dso.coords[it]\n", " dims['lat'] = int(dsw.dst_grid_dims[1])\n", " dims['lon'] = int(dsw.dst_grid_dims[0])\n", " coords['lat'] = latb[:, 0]\n", " coords['lon'] = lonb[0, :]\n", " remapped = xr.DataArray(remapped, coords=coords, dims=dims, attrs=ds[varname].attrs)\n", " dso = xr.merge([dso, remapped.to_dataset(name=varname)])\n", " return dso" ] }, { "cell_type": "markdown", "id": "5e7cbdfd-6327-40a8-91bc-939446652deb", "metadata": { "tags": [] }, "source": [ "### Read in CAM-SE output" ] }, { "cell_type": "code", "execution_count": 21, "id": "df714a4f-20fc-4465-a167-2e831e797839", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:       (lev: 30, ilev: 31, ncol: 777602, time: 2920, nbnd: 2)\n",
       "Coordinates:\n",
       "  * lev           (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n",
       "  * ilev          (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n",
       "  * time          (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n",
       "Dimensions without coordinates: ncol, nbnd\n",
       "Data variables: (12/31)\n",
       "    hyam          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    hybm          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    P0            float64 ...\n",
       "    hyai          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    hybi          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    lat           (ncol) float64 dask.array<chunksize=(777602,), meta=np.ndarray>\n",
       "    ...            ...\n",
       "    n2ovmr        (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    f11vmr        (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    f12vmr        (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    sol_tsi       (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    nsteph        (time) int32 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    TS            (time, ncol) float32 dask.array<chunksize=(50, 777602), meta=np.ndarray>\n",
       "Attributes:\n",
       "    np:               4\n",
       "    ne:               120\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             b.e13.B20TRC5CN.ne120_g16.003\n",
       "    title:            UNSET\n",
       "    logname:          \n",
       "    host:             \n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n",
       "    topography_file:  /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12...
" ], "text/plain": [ "\n", "Dimensions: (lev: 30, ilev: 31, ncol: 777602, time: 2920, nbnd: 2)\n", "Coordinates:\n", " * lev (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n", " * ilev (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n", " * time (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n", "Dimensions without coordinates: ncol, nbnd\n", "Data variables: (12/31)\n", " hyam (lev) float64 dask.array\n", " hybm (lev) float64 dask.array\n", " P0 float64 ...\n", " hyai (ilev) float64 dask.array\n", " hybi (ilev) float64 dask.array\n", " lat (ncol) float64 dask.array\n", " ... ...\n", " n2ovmr (time) float64 dask.array\n", " f11vmr (time) float64 dask.array\n", " f12vmr (time) float64 dask.array\n", " sol_tsi (time) float64 dask.array\n", " nsteph (time) int32 dask.array\n", " TS (time, ncol) float32 dask.array\n", "Attributes:\n", " np: 4\n", " ne: 120\n", " Conventions: CF-1.0\n", " source: CAM\n", " case: b.e13.B20TRC5CN.ne120_g16.003\n", " title: UNSET\n", " logname: \n", " host: \n", " Version: $Name$\n", " revision_Id: $Id$\n", " initial_file: /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n", " topography_file: /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12..." ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tsfile = xr.open_dataset(data_path + data_file, chunks={\"time\": 50})\n", "tsfile" ] }, { "cell_type": "markdown", "id": "e5fd9a4d-429e-49d6-ba9f-506bd6a51e66", "metadata": { "tags": [] }, "source": [ "### Read in map file (weights)" ] }, { "cell_type": "code", "execution_count": 22, "id": "ed38617e-1941-4770-8f1b-9d8d57a713c3", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:        (src_grid_rank: 1, dst_grid_rank: 2, n_a: 777602,\n",
       "                    n_b: 884736, nv_a: 3, nv_b: 4, n_s: 2654208)\n",
       "Dimensions without coordinates: src_grid_rank, dst_grid_rank, n_a, n_b, nv_a,\n",
       "                                nv_b, n_s\n",
       "Data variables: (12/19)\n",
       "    src_grid_dims  (src_grid_rank) int32 ...\n",
       "    dst_grid_dims  (dst_grid_rank) int32 ...\n",
       "    yc_a           (n_a) float64 ...\n",
       "    yc_b           (n_b) float64 ...\n",
       "    xc_a           (n_a) float64 ...\n",
       "    xc_b           (n_b) float64 ...\n",
       "    ...             ...\n",
       "    area_b         (n_b) float64 ...\n",
       "    frac_a         (n_a) float64 ...\n",
       "    frac_b         (n_b) float64 ...\n",
       "    col            (n_s) int32 ...\n",
       "    row            (n_s) int32 ...\n",
       "    S              (n_s) float64 ...\n",
       "Attributes:\n",
       "    title:               ESMF Offline Regridding Weight Generator\n",
       "    normalization:       destarea\n",
       "    map_method:          Bilinear remapping\n",
       "    ESMF_regrid_method:  Bilinear\n",
       "    conventions:         NCAR-CSM\n",
       "    domain_a:            /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n",
       "    domain_b:            /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n",
       "    grid_file_src:       /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n",
       "    grid_file_dst:       /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n",
       "    CVS_revision:        6.3.0r
" ], "text/plain": [ "\n", "Dimensions: (src_grid_rank: 1, dst_grid_rank: 2, n_a: 777602,\n", " n_b: 884736, nv_a: 3, nv_b: 4, n_s: 2654208)\n", "Dimensions without coordinates: src_grid_rank, dst_grid_rank, n_a, n_b, nv_a,\n", " nv_b, n_s\n", "Data variables: (12/19)\n", " src_grid_dims (src_grid_rank) int32 ...\n", " dst_grid_dims (dst_grid_rank) int32 ...\n", " yc_a (n_a) float64 ...\n", " yc_b (n_b) float64 ...\n", " xc_a (n_a) float64 ...\n", " xc_b (n_b) float64 ...\n", " ... ...\n", " area_b (n_b) float64 ...\n", " frac_a (n_a) float64 ...\n", " frac_b (n_b) float64 ...\n", " col (n_s) int32 ...\n", " row (n_s) int32 ...\n", " S (n_s) float64 ...\n", "Attributes:\n", " title: ESMF Offline Regridding Weight Generator\n", " normalization: destarea\n", " map_method: Bilinear remapping\n", " ESMF_regrid_method: Bilinear\n", " conventions: NCAR-CSM\n", " domain_a: /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n", " domain_b: /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n", " grid_file_src: /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n", " grid_file_dst: /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n", " CVS_revision: 6.3.0r" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "weights = xr.open_dataset(map_path + map_file)\n", "weights" ] }, { "cell_type": "markdown", "id": "86edeb6c-0145-4b09-a8fc-dd02e44c89e3", "metadata": { "tags": [] }, "source": [ "### Apply remap function onto first timestep of TS\n", "Note: this is a time consuming step, so demonstrating only the first time index here" ] }, { "cell_type": "code", "execution_count": 23, "id": "779f4652-c546-4778-8a8e-4f2d2b414c76", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 56.2 ms, sys: 637 ms, total: 693 ms\n", "Wall time: 890 ms\n" ] } ], "source": [ "%%time\n", "out = remap_camse(tsfile.isel(time=0), weights) # single timestep" ] }, { "cell_type": "code", "execution_count": 24, "id": "fb4e5ff0-8982-436f-a23f-500d4bc3cfb0", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:       (lev: 30, ilev: 31, nbnd: 2, lat: 768, lon: 1152)\n",
       "Coordinates:\n",
       "  * lev           (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n",
       "  * ilev          (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n",
       "    time          object 2000-01-01 03:00:00\n",
       "  * lat           (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.53 89.77 90.0\n",
       "  * lon           (lon) float64 0.0 0.3125 0.625 0.9375 ... 359.1 359.4 359.7\n",
       "Dimensions without coordinates: nbnd\n",
       "Data variables: (12/28)\n",
       "    hyam          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    hybm          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    P0            float64 ...\n",
       "    hyai          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    hybi          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    ntrm          int32 ...\n",
       "    ...            ...\n",
       "    n2ovmr        float64 dask.array<chunksize=(), meta=np.ndarray>\n",
       "    f11vmr        float64 dask.array<chunksize=(), meta=np.ndarray>\n",
       "    f12vmr        float64 dask.array<chunksize=(), meta=np.ndarray>\n",
       "    sol_tsi       float64 dask.array<chunksize=(), meta=np.ndarray>\n",
       "    nsteph        int32 dask.array<chunksize=(), meta=np.ndarray>\n",
       "    TS            (lat, lon) float64 244.0 244.0 244.0 ... 231.9 231.9 231.9\n",
       "Attributes:\n",
       "    np:               4\n",
       "    ne:               120\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             b.e13.B20TRC5CN.ne120_g16.003\n",
       "    title:            UNSET\n",
       "    logname:          \n",
       "    host:             \n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n",
       "    topography_file:  /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12...
" ], "text/plain": [ "\n", "Dimensions: (lev: 30, ilev: 31, nbnd: 2, lat: 768, lon: 1152)\n", "Coordinates:\n", " * lev (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n", " * ilev (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n", " time object 2000-01-01 03:00:00\n", " * lat (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.53 89.77 90.0\n", " * lon (lon) float64 0.0 0.3125 0.625 0.9375 ... 359.1 359.4 359.7\n", "Dimensions without coordinates: nbnd\n", "Data variables: (12/28)\n", " hyam (lev) float64 dask.array\n", " hybm (lev) float64 dask.array\n", " P0 float64 ...\n", " hyai (ilev) float64 dask.array\n", " hybi (ilev) float64 dask.array\n", " ntrm int32 ...\n", " ... ...\n", " n2ovmr float64 dask.array\n", " f11vmr float64 dask.array\n", " f12vmr float64 dask.array\n", " sol_tsi float64 dask.array\n", " nsteph int32 dask.array\n", " TS (lat, lon) float64 244.0 244.0 244.0 ... 231.9 231.9 231.9\n", "Attributes:\n", " np: 4\n", " ne: 120\n", " Conventions: CF-1.0\n", " source: CAM\n", " case: b.e13.B20TRC5CN.ne120_g16.003\n", " title: UNSET\n", " logname: \n", " host: \n", " Version: $Name$\n", " revision_Id: $Id$\n", " initial_file: /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n", " topography_file: /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12..." ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "out" ] }, { "cell_type": "markdown", "id": "b0550b13-8da2-4009-8d51-74c850dfdabd", "metadata": {}, "source": [ "### Visualize" ] }, { "cell_type": "code", "execution_count": 25, "id": "a3f056dc-aedd-4d96-a69c-a0323415c24a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 112 ms, sys: 1.47 ms, total: 114 ms\n", "Wall time: 115 ms\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "out.TS.plot(robust=True);" ] }, { "cell_type": "markdown", "id": "a28f105e-3d7f-4488-8d6c-e1782a7bcab2", "metadata": { "tags": [] }, "source": [ "\n", "## 3. Regrid CAM-SE output using xESMF\n", "This method utilizes the [xESMF package](https://xesmf.readthedocs.io/en/latest/index.html) which has built-in regridding functionality. See a related discussion and example in [this ESDS blog post](https://ncar.github.io/esds/posts/2022/cam-se-regridding/)." ] }, { "cell_type": "markdown", "id": "7fd451f5-cfb7-4947-881c-58743a044121", "metadata": {}, "source": [ "### Define regridding function that constructs an xESMF regridder" ] }, { "cell_type": "code", "execution_count": 26, "id": "1fe6cbbc-d0b5-4687-8906-5592fe6a5a2f", "metadata": {}, "outputs": [], "source": [ "def regrid_cam_se(dataset, weight_file):\n", " \"\"\"\n", " Regrid CAM-SE output using an existing ESMF weights file.\n", "\n", " Parameters\n", " ----------\n", " dataset: xarray.Dataset\n", " Input dataset to be regridded. Must have the `ncol` dimension.\n", " weight_file: str or Path\n", " Path to existing ESMF weights file\n", "\n", " Returns\n", " -------\n", " regridded\n", " xarray.Dataset after regridding.\n", " \"\"\"\n", " import numpy as np\n", " import xarray as xr\n", "\n", " assert isinstance(dataset, xr.Dataset)\n", " weights = xr.open_dataset(weight_file)\n", "\n", " # input variable shape\n", " in_shape = weights.src_grid_dims.load().data\n", "\n", " # Since xESMF expects 2D vars, we'll insert a dummy dimension of size-1\n", " if len(in_shape) == 1:\n", " in_shape = [1, in_shape.item()]\n", "\n", " # output variable shapew\n", " out_shape = weights.dst_grid_dims.load().data.tolist()[::-1]\n", "\n", " print(f\"Regridding from {in_shape} to {out_shape}\")\n", "\n", " # Insert dummy dimension\n", " vars_with_ncol = [name for name in dataset.variables if \"ncol\" in dataset[name].dims]\n", " updated = dataset.copy().update(\n", " dataset[vars_with_ncol].transpose(..., \"ncol\").expand_dims(\"dummy\", axis=-2)\n", " )\n", "\n", " # construct a regridder\n", " # use empty variables to tell xesmf the right shape\n", " # https://github.com/pangeo-data/xESMF/issues/202\n", " dummy_in = xr.Dataset(\n", " {\n", " \"lat\": (\"lat\", np.empty((in_shape[0],))),\n", " \"lon\": (\"lon\", np.empty((in_shape[1],))),\n", " }\n", " )\n", " dummy_out = xr.Dataset(\n", " {\n", " \"lat\": (\"lat\", weights.yc_b.data.reshape(out_shape)[:, 0]),\n", " \"lon\": (\"lon\", weights.xc_b.data.reshape(out_shape)[0, :]),\n", " }\n", " )\n", "\n", " regridder = xesmf.Regridder(\n", " dummy_in,\n", " dummy_out,\n", " weights=weight_file,\n", " method=\"test\",\n", " reuse_weights=True,\n", " periodic=True,\n", " )\n", " display(regridder)\n", "\n", " # Actually regrid, after renaming\n", " regridded = regridder(updated.rename({\"dummy\": \"lat\", \"ncol\": \"lon\"}))\n", "\n", " # merge back any variables that didn't have the ncol dimension\n", " # And so were not regridded\n", " return xr.merge([dataset.drop_vars(regridded.variables), regridded])" ] }, { "cell_type": "markdown", "id": "725a41f0-5a52-4cd8-a18a-6fabe2334223", "metadata": {}, "source": [ "### Read in CAM-SE output" ] }, { "cell_type": "code", "execution_count": 27, "id": "9da812e0-27b6-4aba-91b1-fb596835f3b2", "metadata": {}, "outputs": [], "source": [ "tsfile = xr.open_dataset(data_path + data_file, chunks={\"time\": 50, \"ncol\": -1})" ] }, { "cell_type": "markdown", "id": "6a2d2ef3-3e6f-4e6b-bbf0-ec46922c0452", "metadata": {}, "source": [ "### Apply the regridder" ] }, { "cell_type": "code", "execution_count": 28, "id": "e154cbb7-5d46-4d59-8af3-da28012d5d41", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Regridding from [1, 777602] to [768, 1152]\n" ] }, { "data": { "text/plain": [ "xESMF Regridder \n", "Regridding algorithm: test \n", "Weight filename: test_1x777602_768x1152_peri.nc \n", "Reuse pre-computed weights? True \n", "Input grid shape: (1, 777602) \n", "Output grid shape: (768, 1152) \n", "Periodic in longitude? True" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:       (lev: 30, ilev: 31, time: 2920, nbnd: 2, lat: 768, lon: 1152)\n",
       "Coordinates:\n",
       "  * lev           (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n",
       "  * ilev          (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n",
       "  * time          (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n",
       "  * lat           (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.53 89.77 90.0\n",
       "  * lon           (lon) float64 0.0 0.3125 0.625 0.9375 ... 359.1 359.4 359.7\n",
       "Dimensions without coordinates: nbnd\n",
       "Data variables: (12/29)\n",
       "    hyam          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    hybm          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    P0            float64 ...\n",
       "    hyai          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    hybi          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    ntrm          int32 ...\n",
       "    ...            ...\n",
       "    f11vmr        (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    f12vmr        (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    sol_tsi       (time) float64 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    nsteph        (time) int32 dask.array<chunksize=(50,), meta=np.ndarray>\n",
       "    area          (lat, lon) float64 dask.array<chunksize=(768, 1152), meta=np.ndarray>\n",
       "    TS            (time, lat, lon) float32 dask.array<chunksize=(50, 768, 1152), meta=np.ndarray>\n",
       "Attributes:\n",
       "    np:               4\n",
       "    ne:               120\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             b.e13.B20TRC5CN.ne120_g16.003\n",
       "    title:            UNSET\n",
       "    logname:          \n",
       "    host:             \n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n",
       "    topography_file:  /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12...
" ], "text/plain": [ "\n", "Dimensions: (lev: 30, ilev: 31, time: 2920, nbnd: 2, lat: 768, lon: 1152)\n", "Coordinates:\n", " * lev (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n", " * ilev (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n", " * time (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n", " * lat (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.53 89.77 90.0\n", " * lon (lon) float64 0.0 0.3125 0.625 0.9375 ... 359.1 359.4 359.7\n", "Dimensions without coordinates: nbnd\n", "Data variables: (12/29)\n", " hyam (lev) float64 dask.array\n", " hybm (lev) float64 dask.array\n", " P0 float64 ...\n", " hyai (ilev) float64 dask.array\n", " hybi (ilev) float64 dask.array\n", " ntrm int32 ...\n", " ... ...\n", " f11vmr (time) float64 dask.array\n", " f12vmr (time) float64 dask.array\n", " sol_tsi (time) float64 dask.array\n", " nsteph (time) int32 dask.array\n", " area (lat, lon) float64 dask.array\n", " TS (time, lat, lon) float32 dask.array\n", "Attributes:\n", " np: 4\n", " ne: 120\n", " Conventions: CF-1.0\n", " source: CAM\n", " case: b.e13.B20TRC5CN.ne120_g16.003\n", " title: UNSET\n", " logname: \n", " host: \n", " Version: $Name$\n", " revision_Id: $Id$\n", " initial_file: /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n", " topography_file: /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12..." ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "regridded = regrid_cam_se(tsfile, f\"{map_path}/{map_file}\")\n", "regridded" ] }, { "cell_type": "markdown", "id": "f01837c1-d6bf-4b65-9e58-6810444bdaf3", "metadata": {}, "source": [ "### Visualize" ] }, { "cell_type": "code", "execution_count": 29, "id": "9f0f8ea5-96c3-4a1d-bf59-c9663fbaae68", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 528 ms, sys: 95 ms, total: 623 ms\n", "Wall time: 10.5 s\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "regridded.TS.isel(time=0).plot(robust=True);" ] }, { "cell_type": "markdown", "id": "3c15ba7d-b025-4c8f-8fff-c9d8a4552d71", "metadata": { "tags": [] }, "source": [ "\n", "## 4. Direct sparse matrix multiply-add\n", "\n", "This method uses the weights to create a `pydata/sparse` matrix, then uses `xr.dot` (≡ `np.einsum`). This approach is identical to methods 1, 2; but with `pydata/sparse` which in theory should work well with Dask. This *should* support chunking along `ncol` but doesn't work because of [a sparse bug](https://github.com/pydata/sparse/issues/589). So instead we work-around the bug using the [very cool opt_einsum package](https://dgasmith.github.io/opt_einsum/)." ] }, { "cell_type": "markdown", "id": "39c2f43a-42e6-400c-9138-d0717f6fc8c1", "metadata": {}, "source": [ "### Define a function that reads in map file (weights) and constructs a sparse array" ] }, { "cell_type": "code", "execution_count": 30, "id": "01f7c453-371b-49f4-90d3-6f062de21713", "metadata": {}, "outputs": [], "source": [ "def read_xesmf_weights_file(filename):\n", " import numpy as np\n", " import sparse\n", " import xarray as xr\n", "\n", " weights = xr.open_dataset(filename)\n", "\n", " # input variable shape\n", " in_shape = weights.src_grid_dims.load().data\n", "\n", " # output variable shape\n", " out_shape = weights.dst_grid_dims.load().data.tolist()[::-1]\n", "\n", " print(f\"Regridding from {in_shape} to {out_shape}\")\n", "\n", " rows = weights['row'] - 1 # row indices (1-based)\n", " cols = weights['col'] - 1 # col indices (1-based)\n", "\n", " # construct a sparse array,\n", " # reshape to 3D : lat, lon, ncol\n", " # This reshaping should allow optional chunking along\n", " # lat, lon later\n", " sparse_array_data = sparse.COO(\n", " coords=np.stack([rows.data, cols.data]),\n", " data=weights.S.data,\n", " shape=(weights.sizes[\"n_b\"], weights.sizes[\"n_a\"]),\n", " fill_value=0,\n", " ).reshape((*out_shape, -1))\n", "\n", " # Create a DataArray with sparse weights and the output coordinates\n", " xsparse_wgts = xr.DataArray(\n", " sparse_array_data,\n", " dims=(\"lat\", \"lon\", \"ncol\"),\n", " # Add useful coordinate information, this will get propagated to the output\n", " coords={\n", " \"lat\": (\"lat\", weights.yc_b.data.reshape(out_shape)[:, 0]),\n", " \"lon\": (\"lon\", weights.xc_b.data.reshape(out_shape)[0, :]),\n", " },\n", " # propagate useful information like regridding algorithm\n", " attrs=weights.attrs,\n", " )\n", "\n", " return xsparse_wgts" ] }, { "cell_type": "markdown", "id": "fc5fd784-5161-401f-939a-bf908530ce39", "metadata": {}, "source": [ "### Read in weights" ] }, { "cell_type": "code", "execution_count": 31, "id": "b7ee397f-97eb-455d-98d3-9d3737be3cc8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Regridding from [777602] to [768, 1152]\n" ] }, { "data": { "text/html": [ "
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<xarray.DataArray (lat: 768, lon: 1152, ncol: 777602)>\n",
       "<COO: shape=(768, 1152, 777602), dtype=float64, nnz=2654208, fill_value=0.0>\n",
       "Coordinates:\n",
       "  * lat      (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.3 89.53 89.77 90.0\n",
       "  * lon      (lon) float64 0.0 0.3125 0.625 0.9375 ... 358.8 359.1 359.4 359.7\n",
       "Dimensions without coordinates: ncol\n",
       "Attributes:\n",
       "    title:               ESMF Offline Regridding Weight Generator\n",
       "    normalization:       destarea\n",
       "    map_method:          Bilinear remapping\n",
       "    ESMF_regrid_method:  Bilinear\n",
       "    conventions:         NCAR-CSM\n",
       "    domain_a:            /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n",
       "    domain_b:            /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n",
       "    grid_file_src:       /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n",
       "    grid_file_dst:       /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n",
       "    CVS_revision:        6.3.0r
" ], "text/plain": [ "\n", "\n", "Coordinates:\n", " * lat (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.3 89.53 89.77 90.0\n", " * lon (lon) float64 0.0 0.3125 0.625 0.9375 ... 358.8 359.1 359.4 359.7\n", "Dimensions without coordinates: ncol\n", "Attributes:\n", " title: ESMF Offline Regridding Weight Generator\n", " normalization: destarea\n", " map_method: Bilinear remapping\n", " ESMF_regrid_method: Bilinear\n", " conventions: NCAR-CSM\n", " domain_a: /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n", " domain_b: /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n", " grid_file_src: /glade/p/cgd/ccr/people/nanr/mapfiles/ne120.nc\n", " grid_file_dst: /glade/p/cgd/ccr/people/nanr/mapfiles/0.23x0.31.nc\n", " CVS_revision: 6.3.0r" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xsparse_wgts = read_xesmf_weights_file(map_path + map_file)\n", "xsparse_wgts" ] }, { "cell_type": "markdown", "id": "3dc35b12-f572-4f8f-a0c6-90bea328442d", "metadata": {}, "source": [ "### Read in CAM-SE output" ] }, { "cell_type": "code", "execution_count": 32, "id": "d6436d05-cdd4-4f57-86c2-b158bb73a443", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "Dimensions:       (lev: 30, ilev: 31, ncol: 777602, time: 2920, nbnd: 2)\n",
       "Coordinates:\n",
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       "Dimensions without coordinates: ncol, nbnd\n",
       "Data variables: (12/31)\n",
       "    hyam          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
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       "    TS            (time, ncol) float32 dask.array<chunksize=(1, 777602), meta=np.ndarray>\n",
       "Attributes:\n",
       "    np:               4\n",
       "    ne:               120\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             b.e13.B20TRC5CN.ne120_g16.003\n",
       "    title:            UNSET\n",
       "    logname:          \n",
       "    host:             \n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n",
       "    topography_file:  /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12...
" ], "text/plain": [ "\n", "Dimensions: (lev: 30, ilev: 31, ncol: 777602, time: 2920, nbnd: 2)\n", "Coordinates:\n", " * lev (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n", " * ilev (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n", " * time (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n", "Dimensions without coordinates: ncol, nbnd\n", "Data variables: (12/31)\n", " hyam (lev) float64 dask.array\n", " hybm (lev) float64 dask.array\n", " P0 float64 ...\n", " hyai (ilev) float64 dask.array\n", " hybi (ilev) float64 dask.array\n", " lat (ncol) float64 dask.array\n", " ... ...\n", " n2ovmr (time) float64 dask.array\n", " f11vmr (time) float64 dask.array\n", " f12vmr (time) float64 dask.array\n", " sol_tsi (time) float64 dask.array\n", " nsteph (time) int32 dask.array\n", " TS (time, ncol) float32 dask.array\n", "Attributes:\n", " np: 4\n", " ne: 120\n", " Conventions: CF-1.0\n", " source: CAM\n", " case: b.e13.B20TRC5CN.ne120_g16.003\n", " title: UNSET\n", " logname: \n", " host: \n", " Version: $Name$\n", " revision_Id: $Id$\n", " initial_file: /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n", " topography_file: /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12..." ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tsfile = xr.open_dataset(data_path + data_file, chunks={\"time\": 1, \"ncol\": -1})\n", "tsfile" ] }, { "cell_type": "markdown", "id": "b9fabfa5-d1df-4989-8f42-51326854d667", "metadata": {}, "source": [ "### Compute\n", "\n", "Now that we have weights, we compute the \"dot product\" using [xr.dot](https://docs.xarray.dev/en/stable/generated/xarray.dot.html). `xr.dot` uses [numpy.einsum](https://numpy.org/doc/stable/reference/generated/numpy.einsum.html) under the hood, which dispatches to `sparse.einsum`. If we do this we get an error due to [a bug](https://github.com/pydata/sparse/issues/589)." ] }, { "cell_type": "code", "execution_count": 33, "id": "909f1ce3-af77-467e-aae4-3039e8ff16a4", "metadata": { "tags": [ "raises-exception" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Exception reporting mode: Minimal\n" ] }, { "ename": "TypeError", "evalue": "einsum() got an unexpected keyword argument 'dtype'", "output_type": "error", "traceback": [ "\u001b[0;31mTypeError\u001b[0m\u001b[0;31m:\u001b[0m einsum() got an unexpected keyword argument 'dtype'\n" ] } ], "source": [ "%xmode Minimal\n", "\n", "regridded = xr.dot(\n", " tsfile.TS,\n", " # could chunk differently here\n", " xsparse_wgts.chunk(),\n", " # This dimension will be \"contracted\"\n", " # or summmed over after multiplying by the weights\n", " dims=\"ncol\",\n", ")\n", "regridded" ] }, { "cell_type": "markdown", "id": "3e52dd01-0fc9-458c-9b8b-5344323169e2", "metadata": {}, "source": [ "### Instead use opt_einsum\n", "\n", "Turns out we can use the very cool [opt_einsum](https://dgasmith.github.io/opt_einsum/) package instead. `opt_einsum.contract` is a drop-in replacement for `numpy.einsum` (which powers `xr.dot`) so we'll just [monkey-patch](https://en.wikipedia.org/wiki/Monkey_patch) this in to avoid redoing a [bunch of xarray code](https://github.com/pydata/xarray/blob/68bae08874d05e448eb5c9f522afb62e39146f33/xarray/core/computation.py#L1622) that converts dimension names to the \"subscript string\" that `opt_einsum.contract` expects. Seems like xarray could [support opt_einsum](https://github.com/pydata/xarray/issues/7764) as an opt-in." ] }, { "cell_type": "code", "execution_count": 34, "id": "df2309e5-432d-4596-b2e9-674fae1cc8c0", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", "
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" ], "text/plain": [ "dask.array" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "opt_einsum.contract(\"tc,yxc->tyx\", tsfile.TS.data, xsparse_wgts.chunk().data)" ] }, { "cell_type": "markdown", "id": "7a53e128-4c4f-4db2-9988-b143ae7c264c", "metadata": {}, "source": [ "### Define a function to apply weights using this method" ] }, { "cell_type": "code", "execution_count": 35, "id": "f163a184-2f16-4f01-97b9-8d39bdc8b0db", "metadata": {}, "outputs": [], "source": [ "def apply_weights(dataset, weights):\n", " def _apply(da):\n", " # 🐵 🔧\n", " xr.core.duck_array_ops.einsum = opt_einsum.contract\n", "\n", " ans = xr.dot(\n", " da,\n", " weights,\n", " # This dimension will be \"contracted\"\n", " # or summmed over after multiplying by the weights\n", " dims=\"ncol\",\n", " )\n", "\n", " # 🐵 🔧 : restore back to original\n", " xr.core.duck_array_ops.einsum = np.einsum\n", "\n", " return ans\n", "\n", " vars_with_ncol = [\n", " name\n", " for name, array in dataset.variables.items()\n", " if \"ncol\" in array.dims and name not in weights.coords\n", " ]\n", " regridded = dataset[vars_with_ncol].map(_apply)\n", "\n", " # merge in other variables, but skip those that are already set\n", " # like lat, lon\n", " return xr.merge([dataset.drop_vars(regridded.variables), regridded])" ] }, { "cell_type": "markdown", "id": "8b8a3ba3-78bd-42a7-a982-b64d678404f3", "metadata": {}, "source": [ "### Apply weights" ] }, { "cell_type": "code", "execution_count": 36, "id": "353cd6c8-9bdf-43f0-9e50-91d550adfb87", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "Dimensions:       (lev: 30, ilev: 31, time: 2920, nbnd: 2, lat: 768, lon: 1152)\n",
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       "    ntrm          int32 ...\n",
       "    ...            ...\n",
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       "    f12vmr        (time) float64 dask.array<chunksize=(1,), meta=np.ndarray>\n",
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       "Attributes:\n",
       "    np:               4\n",
       "    ne:               120\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             b.e13.B20TRC5CN.ne120_g16.003\n",
       "    title:            UNSET\n",
       "    logname:          \n",
       "    host:             \n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n",
       "    topography_file:  /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12...
" ], "text/plain": [ "\n", "Dimensions: (lev: 30, ilev: 31, time: 2920, nbnd: 2, lat: 768, lon: 1152)\n", "Coordinates:\n", " * lev (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n", " * ilev (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n", " * time (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n", " * lat (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.53 89.77 90.0\n", " * lon (lon) float64 0.0 0.3125 0.625 0.9375 ... 359.1 359.4 359.7\n", "Dimensions without coordinates: nbnd\n", "Data variables: (12/29)\n", " hyam (lev) float64 dask.array\n", " hybm (lev) float64 dask.array\n", " P0 float64 ...\n", " hyai (ilev) float64 dask.array\n", " hybi (ilev) float64 dask.array\n", " ntrm int32 ...\n", " ... ...\n", " f11vmr (time) float64 dask.array\n", " f12vmr (time) float64 dask.array\n", " sol_tsi (time) float64 dask.array\n", " nsteph (time) int32 dask.array\n", " area (lat, lon) float64 dask.array\n", " TS (time, lat, lon) float64 dask.array\n", "Attributes:\n", " np: 4\n", " ne: 120\n", " Conventions: CF-1.0\n", " source: CAM\n", " case: b.e13.B20TRC5CN.ne120_g16.003\n", " title: UNSET\n", " logname: \n", " host: \n", " Version: $Name$\n", " revision_Id: $Id$\n", " initial_file: /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n", " topography_file: /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12..." ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "regridded = apply_weights(tsfile, xsparse_wgts.chunk())\n", "regridded" ] }, { "cell_type": "markdown", "id": "b1c7ee98-f8e6-42cd-ac35-53405a7e1bcb", "metadata": {}, "source": [ "### Visualize" ] }, { "cell_type": "code", "execution_count": 37, "id": "71c958d5-6b43-4422-b699-963498ca6481", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 223 ms, sys: 74.8 ms, total: 298 ms\n", "Wall time: 878 ms\n" ] }, { "data": { "image/png": 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+K1vZyla2spWt7GvGVsBnZStb2cpWtrKVfc3YCvisbGUrW9nKVrayrxlbAZ+VrWxlK1vZylb2NWMr4LOyla1sZStb2cq+ZmwFfFa2spWtbGUrW9nXjK1KVvTMOYfbb78d6+vrq+J9K1vZyla2sqXGzNjZ2cGll1561tqAD6Q55/D5z38e11xzzWrcOoCtgE/Pbr/9dlxxxRUPdjdWtrKVrWxlDxP7yle+gssvv/xB2/+NN96If/JP/gne85734EUvetGD1o+Hi60SGPbszJkz2NrawjPwXBhkZ9/gfBgdfKZA6n6g+XPYzwPWh4eQsdv/1j/wcT6QM6xzeDzPdjxgd9+2uz+2ZJ8rW9kjwRrU+FO8H6dPn8bm5uaD0ofZbIbrrl3HNzw6x2c/X+NvPru7sDjyylpbMT49CzShQQZDFwj4nIvdl3EkAB4OX2nx7we1cxgnF4KHdH/p7wmAoD5t3AcXi2jlhxLFewDQRGc77/u1cdBj3W895u7vZzvn6XbBnGuXheUeSDG7+BnMnXXZue76HiBx8vm+2IFB3AqQrex8WHinPojvnv/whitwaEvjfe+4FE955pfxK2+8DK/82XsetP48HGwFfB6J1htQ7zfQ6be1CLicw4M/B2o6P/p20nWI4n6I1OJ9Ltp/aIOo/bdfn/vnZSFo62/Ta6vXNsfl8+vHIXqfc8dEoBRoMHf/9pcDHXBMixijzrpn+T18Z05AjOuu57gLfMK+F7XlwQ8tO45F5ngxiAoAyjqAHdgxSHUBzVIgRGoFflb2sLeTJ0/idf/+JN7za8eRZYQ3/NujePG/uBMv/RensbW19WB37yFrK+DzSLFk0I5AZ9GyA7YRrTeQ7wtaFrbZAzIJQIiMxxwwOwuY6gOaRdvGdQPo6QGmRdv6defAyrI+JZ95H/Byfy20TYGhSf/2+8Lc6Tcj6Zdr143AQ9M8EErbStuP7Wq/nv96LrdECpocd4FcBFKuu29NICZAJ+30QZjzR2pth1EizyBx+jceU6/jKyC0soeZ/cKrvh7f8qQBvvvbRgCAZ3/nCN/4uAKv/7dfhzf9h5MPcu8eurYCPo8w6zMyBwY8CSggpfZncPZzMy0CNGcDBcvcLX2QkTA/LRBZ4jZb1kavr+F7B+yk6y36bRmb098fFgCi/U5FoM0XsCdAOy7PsTj7sSeL2B/m5d7KyO4s2Vd/n0CXNdqvL8zooJeDaJKsa4GQBzUAWgbQ+Xs3NKt1u20AVtZKG9b5NhK3Wlh3ZSt7mNkXv/hF/Oo7z+Djf9QG4xAR3vizR/Ftz7sNP/ZTX8JVV131IPbwoWsrcXPPtre3sbm5iW/H8x58jc9BAIxfp8PyKDor2IjgJgU5qTsJXqMR1u8DjBQcLGOBgqZjEZhZBkIWdva+6YQWfj6IKyp1RwWmYwkIYiIBM0TgnjuLKWzX63t44vyjR8l3SsfgheDB76IPju4v47QENMX9RDbGLwtgJHw/aLuuB4z6x9EBUcnJSF1t6XZpX3oao243WuDD1sa/K/CzsvtjDde4Gb+PM2fOYGNj44Lu+x+9YB3DgcJ//ncXz/324n9+J4iA33jv9gXt08PFVozPg2UL3EodcEOqZW/OAgpIKZnpLmJdIC99SgFRCnj6A2YyCMVf+mzLWY9tARvj+7V0lr8IvBxkMA/9XQSkFmzfBzLpNstAUIe1SQGPInBwFREJ0FEEZ9RisEPtZwEP4nLi8DsIrNLzQyAWABXAUfh8n2YrqZi5f96SZeT8Z+03SVkgHdbTEWww0GWIOqCEusvTe6Dfh/7v6Tr9bdLtArB2LoJtTlxgne20FiGq1oC1IMcChJjk78oe+hbejf7zvpYA2kcSyL3lllvwBx/Yw9/86WJG5//66SN43Ld9CT/+l3+JJz3pSRe4dw99WwGfJUYmA1GGc4426TMwy5YfwEVDWrcAZcE6c2BG6/l2AP+iD0BHyWe/j46dy8w9bH8QUOR4MdMSTsGC07ofi7DQxbTI9gFQrNRCwfFc3/qsjiaw8v+0LGflQY/2f5GwOMEce8Dj989yKZgTYCCfuv0Mf117vO6A7A71GBlOGcSOYDoula+qRWnEAPcAUR8MSVtu/joSAR7IiQKHZB2Vbs+tG6ovmk4t3D8u+b2/nlIRBBEQgRBb290urBN0Uv55IOvX7bvC4nl6+A+YD2tLJoP9SeJCYwd2Kn7u/L2f/ZA/BGIHXGC8zMz4yX95Pf7PH9nC5Zcu9kpcdUWGH/uhLfzU//mt+NBH97BKati1FfBZYqTI3ywCJmgxpggrd7+fRWvS0dD0Rb9JGxH49AFNOlAb04Ka9Pd0dt8X7YbV4oCYAIl9tB0dtmTuxwUz8UWMUn/dsN9kOw79X7Rdn6FYcFxzgGihq2yJrgft+WAjACeAFZcr2CxhcxTBad9W2Gd6Ghit+0p79iYAILQgSVgTmgdL+x3TAYxBQswkYCpe87DMIR7PHPhiFoYJ3etBzIDl9nO4LkqOY47l8W21rr2eeysAlv76i6LI+lGFKSO0CAgxg7KsXTfohEKkWHu0IpAO4mjPBvUHygCGUoC0sgfY0kljn+3pM7s9hrAFSBqRPg2r9oAtKTpQOoQDga4H0P7wD/8Qf/O3FX7/vx7fd72f+ZeHcO3Tb8Uf//Ef4znPec4F6t3Dw1bAZz87B0CzNNqpD3DS5cEltcgts4jtSdeJoEgJe9HpZ/ir9gUGnAKU3qDBKQjRi14s3fbSPnQGtiVjAzF3Q7X7+8eCY0770Fu+NKqqz+qk61P3t1SjE1gdAHCa4AyBM2rZHSCyPWm/4reux6r97tcX95D3WYVlPPduls3Ttha5q5atG5clCxeKnZO2Qxt9txfggQDPu7XSvqSan0XXVgHsqD1PCl3QkoL2eN+p+XaANrIsvQYpWFkEnjMT90fBNbbA7UeN1wI1jUSI9c4ZaQ1u6keue+wsrvj7lfSS3VLAsAhULAQavXdm+v5l5/y9o+Jv7Fz7uPt1uR896BgL3yKhvwuALl1g8Ns0Df71j/8D/NxPHMbG+n6zcWBrU+PfvvIw/vWPPx/PfOYEeolH4GvRVsBnmS1z3/RZk7kw7X3yzwRLgYwx3W3SBzrV7aRt6gTQ9COKiASEmO6LJWVrUteN/OgHYIJ331B3QO/sH/P7BeaYIk7BkmsHzXRQnTsuYH7A7QOIlJnR89uw6g7WYXvOVMcNxYqE0Unb8+fH5QH4IAqUnUmAEQI4AMgm32NDmD9O8m2l6yXnKLJKNA9e4lfnL1LYR8LMtALp0F4XeM6BHLT9Wyiu9ue+A2L2AzWLwFD6ezyG+f3L8xAYKJb7+2wD6xzY8evr3n27qL/pvRaAUl9LlGVyLE0D1HUbXZa2q5Vnv+ycK/yhqCchrYVF1roLEJcFLqTbevAQVwsTL2D+vEBAxRwYWaTpWvI93V+/nYVRp+nEyyTDWphcpnmgwnrM3b73jX1ahHYmOfc7+MIC3//vL10G64Af+T82D7T+/+ulW/gP/+UM3v7Ll+Jl/+quB7h3Dx9bAZ8lRpkB9f1bRItdU4uS66XbhO0WgSJj2rbSvwtYngg4FjE5CuCA6PuuG9VqU+YsEePGKKRkQAwAAJ7piINkYCuo/S0eWrrOgv1Fsy0QonTg3OddRAlIi4N4AgI7TA5aRibV4BDLvgPQk3Mj7bECXEYRBC1iWFLQ0wEN6XifgLQOduuxK3H99PMCBo4CM8RtGxyvgSyPjFPvtHdAzwKwA+Ds0WTo/b4UWC0APQvYP07coB1GKgAXnTCOi6wP+Pv967t+w3K76J70q1nuhs8DQJELaA8AqPEDnaJWGN00An7qpt2lBhZqTB4oS4MhggvPZALO0ndWClYCEOoJyueiOYMGqrO/5B4N7abMWNtYe1+mGb0XWR+YLDzM3kRyWQ6wMGnMZIijWq5RPP7E5TnXp6QfnePogyRmEF84FmVnZwev/f+cwH/4xYuQZUuei57lOeEXfuYIfvI19+AHX76H8Xj8APfy4WEr4LPMtJa3V6qT8baQvZEfFoOjhKWJ5gEPZ2Z+lrrMlIqMTLrP4I7qAxsZ1FVneSrIdVn7uV2BhTHyyztgJ6xCQHzeybMefkBmP3lnLS4iZVkAQgQ5LRtCYcB2vj2GJKrz/QDSATrsu3eM4Wt0zcGfixa0heNg3WVt5Ny1xxG277I31PaX234EoJDuP25Gvf2gxwwxy3Hugy9SNqfTL79ZBEIe/AQtDmMx+EF6DEm7HYYnWXcOyJwtbL1vi9ZdwhKec/LHBSxnx5ZpxID5hI2JybOhQay66zgGjAbyrB0wG+sHdL+saUC5A9d1Z9tO1NiyUP37aGSyFrhQogkE5HuRy3umwzz2zlcAsUHb1CTgLbznrJsHGMztZK7/3gu/BwvnzJ97Cgkw4QFHGvzg0wz0jyXe63UDMMMlKQniucgz0KFN8Ma4PcbAGlW2mw/K6ja/U3gew/UJqaA6YAhdrWU4PnuO9+79sDe/5mpcc3WGFzz33MDLi75vDf/+P53CL/38VfjZN977APXu4WUr4LPMPFiZi5zaz5axOn2XlvYARimwUWCt958xh7ZS3Q3gWR7VdStBlrlMxUE/MgQKaEYazmBuOhUYik5UUjKj67h60i56gCPrtb+lIIccoBqCahjUtMtEM8syiwvAKTScyDQWhXSnEVQdhicch3dTsaIIxKI+JwE5qVHSX0AGrfR4W5CAxRYAT9out791zhstmNEuanfRIJ5gpqh/cOxdaRSzLy8WqLfHtcglCGChRmtZUsWltkybdT6sgxkSNLqsK32Q0Qc1Z0vTEFxx2gcaOAcoDTiPZjMDshlQ1yBjPNBJGAKr2uSJ0fTBBdKezSGt0dbdc6DhUMBNalkmIM1v17HJRN5DRkt/PEjjphEBuDE++7WTQb//3uu7C8Mxhu99F1TnHLiuZqpp5t2D91Mvpa64FPbIGuzQD2uOoWoHqh0ot1BTz9g5P9tK39ep3st6sJSmBFH96xSO88IwPrfffjt+6T+ewgfecxnONUKLiPCmnzuGv/9/fBUv//G7cPHF83l/vtZsBXyWGCmNuSKS+yXiC58XCZGNiZQrIMCFjQFnOkZSRfDiku0Sl1UqBGZFcLmGy1oXVRzgTatPSV03Ng/sRwtK+gAgBUhOt8cSQUdozwBsEDUrgWEQgOPbaE8KgltINYCy7XrU+M8W6Oh5GJEFo97itL+x+c73LuhhvWCdsGrK4ARGJBX/us6B7Bt11Wm/j1N6bM/iBpbsp898xZW6m1HqriCfD8gRSLEXEwe6KBm0kn0vBTtJH+Y+Lxqz07b30/os2jRZJ2WBDrJ83/0sygGUrp8CwEWDSmQ0wj8t4KHxzJBjWZZlwvxUVVzO7ASwNE3XpcQOEnK3fyQRaS1u9+C68QENRAoYFLLPYH2g4lxXwxTYn1nZORdkTCcHEhS1rIxCl/FJ3faL3oHpefV/uWlahsdacFWdV1F40C41n/sC8LlEkVMMoDbWfOSrZ+wct4A19LM/wdSq+7vjubEgskHnylbeR3v1v/4GPPs7x3j6U4b3afu/97QhvvMZI7zmpx+DX33H6fPbuYehrYDPMtO9hzvNdBwsvATT78HCC0gLqwOVRF8ZBVeYjjuEtWpZAT84xVwxsc151sJlBFsocVsBHZeOMxRdUtEFFQS7qSnAKSB1V5OfFAVQE/YP/50aQFtEN1dI0xIAEFmOICi1FGyE88QUBuPQfjvY7ztcBkATwGHq3tLtb5wwMcsiptifpD4YohB+nr6neYGYODk3fXYn7e8c0Era6YAbywL+Ui1V2NZxh8kLy+Lfjgi57XPfRAguDXNwru0HUBZodeRY9gE6y9rrRZdxT7O2LNqPbG/nB0mqGQDHfswF0DIyfVd2BDcJqIgdoq77LM9al1jdgILrKDNxWdy008eeWwcJ45BnPoozvIt0+34CWqaiaYTRCIxTYG6sE7BRN0jrlalMAIFaGwuAShkaFtDD1ko/PIjj3T3QaAS3swO2FirPRStUFKA8SRvgPOAJ58ufBzUagYsCXJatKByAGhSg4UDek3UNIgU3nYLLUrRKHW1gKybn4O4iFa8beZdUiLojpWT/ZblYd5gCHaKuS8u5FkmlYDHk39o3z8n5sc985jN41+/s4K/+5Mr71c4v/r+P4ptu+DJ+4t9+Dtdcc8156t3D01bAZz/rPwRGy0snnVktEDl3hMWZBucmApjghopsiiY4nQCcBNikg3RkdBJ2hgmwBcXfnAc8tqAOm8MGPt8MuuxNonkh1zIc1B/oIctVCnTCKeKwTTvQpoxS2maqk+mIaf2g3upY/LmJdFK6H8hL1bu6nJEVXO7/en2PyxKQ6JmuDrhwXWATz2kAbgneSHUwcyxRsKVVwNOL6NuIjAqiyLrTt7CfJvnNcivs5m50XNQbqW5fU0AYIt5in/yAH8FPHLsJIcEgd8DvWUBPav0Z9KLfVdvWsvxSqfh0qYXfzwaA0sEt7WMAREGzsp9Lz/VQ+7KozzBByjIBIlUlP2UZUHAEAXH99G9sO5l0Gd0GQaTrpYkfg+6orsFV3YqtQyi2ItHA+HYpzwVQZabHGgUWywGzUkB2WfokkAwqCkAR9NZWe06DGwuQfQPCfBWFTPyqWkCNP4b0nlEBLHlWjMsKsFY0PID001pwZduINFKgTMBsADmyzA9n1gLGgKsa9uSp9lR7HVD8rn32cWNk2767rj/RTd1h+7Fd59k+85nP4DFfn+Har8vPvvI+dt21Oa65OsNnP/vZFfB5sDvwkLUAeoynmEN0g9Ft1l8icVctu/kpRAx5l1QqNg6TNaNgB22otQAYasGAgc8j0zYb2Jx0wKzXAJu331m1gCfqVvyA7pJ9gQFdAfk2oCv24IlgB12Q1NG+BMDQN+6unzJFHM5pXOYHcRdW4FYc3Z5AaZYCMGNQxVANAw2j3DKYHVZohmjBVApill0WPxbAwbsQEQFF6lcjh6jFSfU+cwLh8FO6v57WoY0E457Qu3ceU7bGJe2nICfpZzdHT++Ae8AogqIOzXVAi9Eybbvt+ePF6/YtdScF8BP7HrrWa6sXcTT325L9Lk1qGfaTLu+332eG0n0tWzf9nLq8tWrZnrB9ZgSw9PUwaTspm5xOtIIGRQeQlkSg+XcVhQgrXXvGInGPpZrDPO9mcU9ygtHUu8O0Ag0H4g5LJ3th/9YBxgcqELXrhWNiBg29Lsrarn7IsQAdQMDOrAQ3NZYZO5bLGJgwndDXUXPEwgaVJToskCJpm11HEK3GI9B4BKyNwIWwXlRbsCZQ44ShC+6xAIRSt+CFMgLcfuGu59DOylbAZ7kVGZAXQGZaoKOUMDhGeZV/YFsW301zEUQhKV4KeoqW4RHmp91W2CBEN01wXTmNtg0NASmJqDbV4QRdDmuGLgnZNoAMMBO/rgc3zRAgKyCInEO+C9EF6cAqYQ5cSAP+8HqT4QAYOjqg5DuHTMZ+ICVHC3PikGMoC6jKQTUMVYUoDGBwkqFLjb1LDKp1JDvp9YnRMjf+fITSCa17EeDg6iKWNPSUvCeIFoO9cEx+ne4PHAEjNRzZnlhKYkG24T5g654LRNCzSGxMKcsTB+F+Z9PzcxbkQ4Q2GzNa5icFLq7d18Kn4KA6nGXr7JcSIT3W3rO2ELz0mKb4Wz+P0KIcQSnwO8gx9PsdmBTtQYPh/dksRREozOX20t51E1ie1EUV9DdKwth5MgUNCgE6QVRc1cKksAOalhGS+7UBdvfgdvdAg0JYmyTpYzz2sN9UT5QCmwUFYQEcvPTPImMHVzfioosZ9f3E02uhkKQYmHPt5T7KrRIXmBqPQMcvQn10jGYsoEeXDnqvhiprYUO1BhQDDRBfCkB73Go1hD4cbXXVlhivjcD50LM0GiE7MZt5oLNsoErz4ujSQm3PAE1wgxxsFChXUI2CHWg0RTJb9YBHIqlk9LU54PKWwWGFyMqkgCd1DVHdAhsHgsuAakuExS4DqAFUDQ+qgHqdkO0CqiJhf7JEHwMAsU8AMfkBvSVv2gNAx4UEJJP9hFFJ479ZAzCe1WFEEMREUJC2VO2gSgtVNYBlaE3IThMG9xrsXjnA5JgS1ovkuAOGicxSAG/+/cVocU88+97lR+xdez1AF65rdMntI4olFsATNE/EwvYsCy0P7aQM0qJ0AgstBQHLgBjCAUuDUibDD2j3dTK5xGU1B6oWaXaW7fNsoKcP7pIggLh9OiiHZcn+mGgxUOuHuwdQtB/Tk/a5/3mu/6ptdw4cUYwoimyKc+IOtVZAT8bimhoOhI2wCeBpmi4TEdgl58B7E/B0BmgFtbkhwuj+sTBLpJfWUOtrQJG3rBO5bhLH4Bokal1UHmxE3c0DkbuIHVxVQRWDuYzyXDetAJ3EtSdCbXjNUQ32bkcAcI+5ErOLh2ACVM3QM9HOcabAzkfapqkNAqNqkOjBzv8hLjQG7Hk5nwd5mTzybQV8lpgbF7C5AJQWfCi4XF5cLqMYxp1vNxjcsQua1e1L18/UeFSAi0wA1MDIwGqt1G5yjGagUY8UbN7O0CPLA6AZAc0A4AwtexMiqhZZj+0gkvePDrl2AmND0o5N9B+sgHIzDNgEXaH7nFDyPewnRyuETn/zbq0AIrpMQ+gLt78jHJ8f+A2ie8uBQIWCdQxVWrBSIPgBQQPUWIzuqKCqDLPDGrYQBiscEyDnQFkgVhhPNE2dc5e+S6kFP9E91Tfqis3jcTFAtfxVlZtjdzp6nkSjE/abWutyFNDUYXuCKDiA7KSd5eYZmugloajrCX1aCkoWDfgpi4J9mKRUJ6TQBSwBjLkDiKzRAz0OABiLWDDZX8LiHLTUwjLgtt+yg7QdGTMP4PwgzSHTeqZBdRhUC2FWplMBLczCbOQZMB4LK702EgBU1ZHNibmErAUVhSxzThictTF4Y01AQwDuwSVqWfbpdTysVJt7JyR3tBYI7qk0wzYL03Khyni4cubPkWozUidMYNDvhPQC3FSgooB61OWYXbYBV6jIxIY0Fqrxoe+N6ya6JPIpAvR8HjFUuBAmr9gVaDlftgI+S6xZy2CHOTgj2Ey0OvWY0AzFJTM7DLCWwePSP7Wgk9vg6bSNxNBKRHMkjBEXOZr1HPWagc1Fs0Ps3Vdxht4yOLYgVOuAHfrl6SCueiADyefEdeMywBkZmMgCcASXM6Lo2AFkvTuDwgBPsc3GBvCRMDCqXdbR8iSfO+AqSAgCgEgF1C4BR0HDk0gWpK4gATlgLUENCfWaxuDeSlxfVRNfUsYyho6R72hMj4r2J7Bk0VUIiMvfds9fBwBxew3aSC1OzmsKOLrnvhsFxu33xBaFqkfhO6EVvQf3USrwDaAHaCMEQ+qC/RiIdP/3Y9K4UM8TLAFbnBYp7eycWqCUuqM8eCPnb8qGF4MIr0fpnJsmgKkEtC2yJkVmtP+6feuwVGE/CfPRSUy4T5vRXaU8e+NdSAoy0AbdoFEehFCi5fGFUwHwzNedqjJZJ8taJobacg/kI67AIgKmIvcsDtos70bB5d5tZB3UrEnYjAX3lLUCArRPAGiTSLLEpXXBjB24cftqgwI4QtMAX74Dw1kNtzmCy42I+EMeMeegJiEVQW83qTuVCJzL0OkOeg/db+PzovFZQSexFfBZYvVIwx0xsDlQrROaIdCsAS5j0b0crcE1ITuRIbtnFzAatLHhqVYRQbsiiy9/NZMHkyyjGWpUG1pYo+QKhEGpGRLqEaIGxZkQpcRdatUPtiE6K4hxoTzgCYIRxYDmFlgBcQQmR0LhNuT375mNAEpkqgGylACUXp89m9J5B6SgCGhD5SNA8Nslouug8wkgKGpvCOJmcwRlCHuXFdAVYGYOqnQRlLiMQJaR7zhh5gs5v7ND4ubjhOmJomXGHBigXt/jcYaZMQNJAHicxUfQkx43QWbNospsyyPFaCK0mbNVb1AHIkhrM0VLx9MM3mlIf19wvbAUxZK3XwQ2XtvTsfvAAHXcSQH09MBOWDcUDCW7HPTEcxPy06THtN/nuQNN9pEyQcuE1KmAOKzbZ5dSnU347vUuVBTtOQi/VTVwppawbq1Bo6G4r4L7qKp8xBZL3bANI6HxHgABAOoabncPbjr17SsJCzdGIsgCI2O9MNeKxgdUAEa1wRae1dZ7ntEJ92i4WYOep07ARXRt1eDpDG5W4gFxbd0f84kf2TEoz6COHUF95VG4XEGVFnqnSly9Tu7DxrbXMQSyhGct3LMAXCEibneBjpkB2AsGsh75tgI+S2xysUF5pQwy1SEHVzAwsFCZBSkgN/7ls1ni8z8/BH/uGK784Az5HdtCPdcMd2iEeiNHtl1BzWroUxNoAHRkBDDQjCT/TqgNZTNCM2p1NM3Q63o8ayMAp735WXN02wDw7gOfwbejip0fd6IpBjPLneBBEAdmw1EcdDnoeQIASkAJKckAH0FSFI8m/5AO3mhBnf8cRcBRRE1dFxrLMVkFkI9ys7kCOdVjkYSW15WwR5OLVIexmos647avsfJ2wkC1jFDX1dV1PUkD0SU1pweBCIQTl5iIu9mfD+oCWsj6UQ+UtNNGCs5v0x5XexyynDvrSP/PAhKWvM8XCpl7GqVFwuf4W5/taZy4fm3iquqDkT7g6euFFmmCDjog2d7nRQBn0b7iOm7+91imQh44LkuEmlfcNIDXwQg48TlnpjMBNkn0VigfQaTakHYgJhzkyXTumCMI8qbX1mSb4UCAVSYsEZsWSAZ3q6oa0LTyQEkhRjIFoMjJP+fAZQUuy7l9PlRM3F1OwOCgALSG3i2hcgNqnNxvtZW/wZUItPemUoCXNqQAyA4N2EhakvoCFyld2fmxFfBZYruXAfZiuanVZiUsOzG06b5QiRjMBLpmF7derWE+exGOfMphfNsUrtA483UZdq7KkG8DozsZm18ooXdrlFcMMDukvJ4GsIX8i6HpA88uZTKgch5HWF80NBkUU7eM71O3k8mfBWMc+UGZiYUZ6o+TIdqpIagy+MapzdKcuNei5iIZMyJLRGmj3b4xICCO/PYBqHnXlLQf3HAsoAktCCPHXntIsTyGLh0GJ4HZYdXJVxTyES1y+0S3VwBSaV8jaEDH/RSOo49Deic5/o3lyCi4btL9B81BV7Mi7iwV3WGdxJbRTXiwGeFC0HO+Jq799lK9kVIdIKQqEeNS02NUgB4Dkwy4nX1wF+Dc1xlx/7wt2heAhSHM6TWyVpic1HS4qQFYh5BxOZYdCFFJ1HuIPbtCWovmJoadtyeUnGvz5iwxu7sLc+QI+NghNIdGLeCJTFt737Am0HQGd2YbajySZVUt4d5961RbVw89tgcAN7WIoAHw7h54VkK5Y8Ag77J+1naj1IKLEWiXaYLLDaAIdmBi+Z/p8MINoedD48MrZxeAFfBZavUhCzXQUEUj7xpiqIRtScEFkQzEJm+QnwFcTmBD+Mp3D1Ada4DCojkOTB4D3PttBNoegzMGYMWVYQlkCWZCqDcc2LAwMR7gUOp2CKzColF235E3Wad/7/uwrOCYmH80vGPHMBw5UE1QLMAjdV1F8iS4tQJbExgjJxFlfV3SHAtD8Q+CoLujw6FkeQAhLGlLAuMThIs5OzQDKdnh8VIslRHOYwjVRyztkPQlPa9hv4S2RhawYOBsmZd+vp7g/llY9T4FU67bjmwLyfDtXWKRoVoi6u0kNEyXh22XgJ77XIx0EehJXFuAZ22CWDbMthcyNiy6l8gwhHPT09YEcLQsgeGiyLZFmp2wvMPc7DOYMwvo6LFdVBSI4dxateHWKYvQ0zdJP1yHTQHQMkKhHyFkvLHgppEIJa2ghsO4H7a2TTgYbDiQTOqVRT0wAPn0EHUCXuK9TlBbm6LXmZWgPAPPZm3R0PR4tQIZAzXAQ9LVFarTx4SRzMDOLlDliILlRaDNuymhJJcPG+XztQEuV3CG4AqF2SGF2eAgL93zY3YFWs6bPWyAz9VXX40vfelLc8t/9Ed/FG9729vw0pe+FO985zs7vz31qU/Fn//5n9+3HY4toN08mOiBjv7P9bfu4BSAO04NsPkpgBqD8moLpZOH63AZ2Qtm8u87Qn3UgWMqdE4Yjp6d7VlLf+cFPyz7Peh+AgBKBn9yEManIVAjQC1ojlwCTCjRBpFvg5P3PCsPPmq0LFHalxQAAVGLEwBK0AZFfVPyu2oYeuagZ7YFeFNgferg8hw2F6Yn25NyGvWIRPwcJt9+HCObtBvPTbfyeSfMPHXNcHebOUBCiAkqQ5mRcOwd7VTqVght9cO4U5cikj75/c6BntDUEqC0ry1bvwMi/N9EBNq6Slyr5QluhhTQpO2lv6X6mnTdELYMyODWLzPRtxQ4Lbou6XebCNZ6wIbLqo2a8kJi5FkncR8pLzYOye7SYpjpvpnbfDypdifocpJrT4MiAU/J8TUNQAoMG89XCnr0+nosRkpWUlS4XIEKhWy3gZr5ZH6hn8xo7rizPWQjmY5V0B/5801ayzFnomNUo5GUxShLuOrCRDqdzdLMzGp9TUL4SUlyQ/YzJ7btvZEC0jxxCWZa6iNmCvW6gc0I1YbC5GJCfYGwHoNXUV3n0R42wOeWW26BTR7oT33qU7jhhhvwAz/wA3HZs5/9bLz97W+P3/P8/qT4ZlBw+7Su8K5LKVm7wwABGB6aofx7M7AjZAm4kYZaZoGZe5PSsBxxnQCQzuW+j/vquJfitC7dVW9DP7g6QO8Y6JkwE83YSSLBmYIuBRw4Q7Ajjvlxgg4n9jyAh2S3krCwByyS35dFHaXZm1XjBd9KXFogmfU7DZioRRB2JLiMNr5YyYtMIWbK1iWJBghoE0MyLQ9dT/ra+b3n9prP5YRWY+T89SaKoubI6ijqhtECLdgJmh6FbvkKyLZz4fH76XoWgZVltkwLtN92SZh0dGN5BmehMDn9G57xFOxE8XdwCak2iGDRvsP2y3Q58Ri4u27Yf9DpBCag9mHiIeNvBFxaoqeq2md598WISYk4ua7Bs1KSCY6G7XmxVgCUz6vTATg+Iot95mG2UqqBgiYoOU41GkmUltFtZJXWUMwycAOAdagfdRGakcH21RlUzTAzyVsDGBgvyidLULWDu+gwdFnCbe/KcYaM9eFcWxH/BsGwZIX2UWFFDspzkNf9XPAIr57FkHcAbjqDOXq4C27qpvs9WLjPrAMPM7hhDpcpTC/KUY8I9Rph93KADaN+iLFcKzuYPWyAz7Fjxzrf3/CGN+Drv/7rcf3118dlRVHgkksuOS/7I8XRhRWXkQCKOTdX8rfTBoQN6QhgvSCms/4SBiawQeEzwve5yWrvweW2P3O/LbI4GSbQTKG4V8NMEUEfK8DsKSmBYUSLFEfaRMw8dwo8ViPfRuybz0WEJPlh6GWMcvOMjWiLJPpL+cKnumbo2icdK51kc/aDiqoc9KwBKwU7VrBGQ5cWpvSZY7UIyps1DWeA4QmHbOIwO6RRj6gNu7cJgPDAJLrH+sxO6HIAMHFBAmycAA89bUCzBlQ1aI6MYIcGeuZT5FsJrdWzBi5TUJUFa4VqM2+r1dcOysnAHML/U3fFgXLodPp8ADSdbEvLAIVqQ82ptl1WB+Gc9YBGXL5A40PU1b+YXg6VcD+lfUqBTBMAlOsmBUz333EveaCzIJs2lJI6V3rQds/njYlFPAOoaSzATSeZH8oSPJ1K9JbWbQ0tAFx5HeF4FEEfaQ0aDmW9ZH80GrauMq3awqJJ9BEXGWhSSZj6KAcToTyco9xU0CXDzDjW23OGUG+YKOLXpYMaGNDG1dCTWq5h1XiWznazRTeNRJRNJtBraz5fUCXAzxiQyR504NMxdgLmeswZBcCaAqDhAKwUmiMj1OsZmqHCzhUazRiox0B9xF+X3AHlgkrMD5Cdj6iu89DEI8IeNsAntaqq8K53vQs//uM/3ooEAdx888246KKLsLW1heuvvx6ve93rcNFFF+3bVlmWKMsyft/e3gaACHpkds4LAU5/WZ+5YfZOI99WAE19kNTBPT0QRBzAC3uAQAjC33b7HsgJbp7+TjjZW2QI/B8n7itVKpgJoCqJKLM54ArA5l0Q2LF0X0uAVhAKB/dUYC8ARJG0C6WJLKCnAmxMKX8jEPGuopjEkdCtVE4AHKCnJahxsOMMIRoqu3sHKGuYQ2M0GwPYQjpADihU8KVJfzqRYox9QU/KtoTvcskYwUWmrAA0tVfGRJfZHWeQ+cKKQXBKPt+M9oM1DzLQeoZmoKBLF4XPyue6uU9uq8Tmalqhxwwxd8HFov05xEFbLQIh6d+0unoKeFImh4TNYaMRSsV0Oy37iEn1gBbEhLpK/SikdJ20nb71MzWHwbHvZvN9Jq3BVQ13ZtLmkglh1OnATwrKGLhZCTUcgNbXuvtvGrjdKim6Ke4tZYywN2nxTGZgMoXbvkeAV54B1mc0znNgPAQNh9B7OdzWGGZiUa0rHwkpWdlDxvbUbetyhVAPzxUGCg3Y5EDVAEYBLhN2yxigJMkAzSwANc/kmOtGSkfYDHSBkhke1NTGmtxXsT6YayddoW7ZcADONJqtIZqRQT3W2LlSodoAmhHDblo5X5mXQSylhs+v+bnTBbdf/dVfxa/+6q/i1ltvBQA87nGPw8/93M/hOc95jvSLGa997Wvxa7/2azh16hSe+tSn4m1vexse97jHxTbKssRP/uRP4jd/8zcxnU7xXd/1XfiVX/kVXH755Q/CEYk9LIHP+973Ppw+fRovfelL47LnPOc5+IEf+AFcddVV+OIXv4if/dmfxXd+53fiE5/4BIqiWNrWL/7iL+K1r33t/A890CMTggCGuNW7Ut9VFZbDR3yxZ24ISrkO+FnIxvTqXzD8+vEd7gEVteu2Y34CgAJjEvYTn8+UX/FWKwzuNMh2ZNC3hZS2sAVakTXNda3X7+7nhe+DdFlwe3kQp0vR3uiyBTitewutGDhtgj3oCeJsHz5tRwZ2LYPLlJ/JWqhkZqZO7iCfeNeXJtRHxlCFQr7r2pw6ciLbsHZgDvR03EspkKR5MAQAnMksHOMCYPY14ChWmo+5d2y7P3IOqmYUp2uAEQWpMRO0QxtJt8DzM2f7rZO+WZN+d0CP5XZZWG9RAr8+qwNgLgIrzLJDzpng1vOFf9PoIwCtPii4y1KwkwpYU0Yn3RfQBQ+pWFcBRCYBYtyCMGbRhzSNCH6N6fSX8gzKDcAlib6FHUAZAAu9vg5aG7f7tnZeJOx/U+trne/Sr4RNqmu4nd258HG2Fmo4EFdO5kGSD33nTGN22MAZiIurYuhamNF4nxEhLakSagqyMrJOruP9Rk0GmtYCtnYnIoQmEreer5EVND6U58J0PUSsuedeuG//JthCQ08b5F+4uwuGPehxgxx2aFCvaZx8rAJroF5juLEFKy+BADA/u3xg7XyIm8+1hcsvvxxveMMbYjX3d77znXje856Hv/zLv8TjHvc4vOlNb8Iv/dIv4R3veAce/ehH4xd+4Rdwww034DOf+QzW19cBAK985SvxB3/wB7jxxhtx5MgR/MRP/AT+/t//+/jEJz4BHYD+BTZifviRX8961rOQ5zn+4A/+YOk6d9xxB6666irceOONeOELX7h0vUWMzxVXXIGr//PPQo0GIOXad6aPriJiKD9KKdV+Dr8FC8DGeRfVIoAk63XXn/ucfmcsdIHFdjrLu9v5HiY79v8qheFXDLI9+V4eQkz4x4p9FFHSYUKnzTaTM3VBT/jMyTouYUTQhpbrEsi3GdmEpRp9JsyOskLP65LbqvWdfUsR0wA+qGGomiOYMDMLvVtDzSqf5dlHxiSDNW+MMLlqXSreIwAoJFmqGarihUxaGkI+F/oe3XUsqfAd+xT53C0iSiKcFC1QGGA4/h5C1+X8JSxPfwqYiorviy1yaQVdTvicMjqL2JP9wE74PbixfMFNNqoNdQ+lG/psU20luVwHhPnvqSsr7VNauDPYsllKun5YFmpQ+SzIbjIRAa9j6PFIcuMY0xYTDRZy7oRjXQTElvUlFUGHv1pJJNfOrgDmqorsjtrajLl5UIimkccDmQCs56gO5UgjIDu142xwl3JMHBmur7iEQwSaTChUI6kHyDpQaUV3tDsDyhL2nhMSPh4KgTI/pCK9yGRQ1z4KuOse4OJjgFHikj2zI8e4Pm5BzzjD7GiO3csU6jEwO8pwIycpRFKmhwCeTfHll/88zpw5g42NjQek7//9v/93vOpV/wD/4wNH73dbN3zXvfilX/p9PPe5z73PbRw+fBhvfvOb8UM/9EO49NJL8cpXvhI//dM/DUDG04svvhhvfOMb8YpXvAJnzpzBsWPH8Bu/8Rv4h//wHwIAbr/9dlxxxRV4//vfj2c961n3+5juiz3sGJ8vfelL+PCHP4zf/d3f3Xe948eP46qrrsLf/u3f7rteURRLGaEO6EncWir5HNfdR+ujQ66fHsvjeoxPqsvptBO2BYQBAke9EbwLLCKJRW6uznI/Iod1agVzRkPPZGBthh7wGG5dUmEQTy3dR2BnAm/e/723bgcQWUCVgNkT8EMNYCqHBkpqlnnXFhl5WUvyPrR/iSLwUTWgfVw9ZwQ9dTBnZvKCY9lWdCPyYo4zXmuhZw6Zr9Mjg4PD9PhI2rWI+XVs4csJ+DBq5dtgRfOMmAc9i+pYtYwJQHUDlxdwRkFbi1jBPZw7TrZNwUA4vYEZAVrWZAn46YCu3jVBCHPXANvuPgRYHgD07JdLiBSQJWCHfAHgtG6Ud/WRBzbRndUHPP39ReYmYVPMgtfbQrDhXVve7ZhqPWiDgDPbUWSMPBf3OhHc7l6shyUiXwnvBjAPcjx4DEAKmc+u7H/nSgpokvKCZmM67i3KM3GPAaCyEtARBNN1LaH1p8+A1tdAsxI0HKA+OkS2LXox1gJcnAeWAnycuEyZ5T4MZT2iC5olNYe/v1wuLjxVS8ZnvcfgYQFSBH3pxeBTZ2B3doCqghoOHzKgB4BcO02o/s7XwexVUHulJC3MMx/tJfooNgrNmkG1JklSqy32We8ZMO1kBEB8J18IY8zHPdxXq+s6SjqC7TcOBrPW4r3vfS/29vbw9Kc/HV/84hdx55134pnPfGanneuvvx4f+9jH8IpXvAKf+MQnUNd1Z51LL70Uj3/84/Gxj31sBXwOam9/+9tx0UUX4Xu+53v2Xe/EiRP4yle+guPHj9+3HaWgJmF6+i4utUD/075b5+/URS6ulH2Xz8mgtgAwLQU3czsTMLLQpebbYM0IVYfLrZbpCZFnYTdpAsK4LBmUAcSw9eCiQu/30E6s6h6ExAwRTmf+NybYQr6rRnxArESMGSrXB/eb6mkLRY/D0BMpOBhrEvXAApwDG4onvbh9O7Itwc0yBOByDVdoUO2gJw0Krx3C1EeMZKKvaC7ZQnWkgPP124IuKSSJiwMMEP9SEI+e2gGNLgIXCe2bACbSAmTaEhDdk0rMsT4WFGNucE9Ysj7TBCCpp+ZBEft7PobLd8Fbx/pMT78YaDj/HhhEdkepFqylbJK/Nh12qa/ViaHrzucKSliieMxnoVdTI+pW+g7tWSeh4EqBiMChOnnTwKW5crxrR6+vI0ZBpbl3fISQm07j/aWGg8hWsbVwOztL9TBqNBLXUnANjofy+O7ugfemkmunaaT93d14DNmXbxM3mGPozQ1xuQ0KqVOVSfVxalzbx3gtff81QZXcFmoOIE0TqGZwpoUNBCSqcjLpnFM1HD7oWZ2lirsCXXU5qmNr8m7Ynsm1DVmsMx1BT72RwWYSudWMALIEV7iYhkPuWe6Anwtl5wNGMoDf+q3fwvOf//zO8le/+tV4zWtes3CbT37yk3j605+O2WyGtbU1/N7v/R4e+9jH4mMf+xgA4OKLL+6sf/HFF8fUM3feeSfyPMehQ4fm1rnzzjvxYNnDCvg45/D2t78dL3nJS2CS2dzu7i5e85rX4B/8g3+A48eP49Zbb8WrXvUqHD16FC94wQvu0746up7wPS7vgp79dD5AeNd12RxmisxRYH4WyRAWaoGWPGvpuyvdbmEbDkCloKcaZiZgR6K1kERgJWH3YVEYJAOj4YBQ2kKyCvv1ieYTEyb/IgAKY52Wkh1+t9Ht5AzQDAgGfmBWItBk7YFT0JxEHYhEfwlrw+Bcg6HjCSXnB9nati/t4M6xPnqFpQik3tmD1gru8Do401DTErRXAuFlHkSvWsGc2IWqGkwvHcMZaiPDOgM35kAENTK46r3KA0LbhoD7gY5B4Ex5QMlQbEWMnham7DE5S5kdaouaMgGcqQjOgpBMSDMFGECFMgrhDlhYy6qPbr3LSh6SFuSE8gwpwwMg5vcJbS1qD2jZnOi5aoXAZ0s22Pa9x8SEz60/uwVvpS9Y6UtEQCug8lXI+yCFFNxkAmoa0HDQMj8QNidGRAGS+4dI6lztTTth1wu7X5YC4Kta3GvKCJDyTJRCN3Rbr69L9JJS4MkUdmcH9vRp4PRpmOuuRbMuLjE9bQTENAAFYbbXilGI0gtAVfvrGBjbNCLOn3+9tYXmxAlpZjIBSEEVg7Me3wNqWsE98Vq4QsNMamF6grubCDzMwbmBHRo04wx2oDA5pmFzoBlJGg8wRNcTEsn6cYHUBWZ8zprA7WD2ohe9CL/6q7/aWbYf2/OYxzwGf/VXf4XTp0/jd37nd/CSl7wEH/3oR+Pv1HvPSIqW/ft6kHUeSHtYAZ8Pf/jD+PKXv4wf+qEf6izXWuOTn/wk/ut//a84ffo0jh8/ju/4ju/Ae97zniiwOldLxcypaysFPYusv9wFITK6QCadKfT1pikQSoFMUMBy6qpKbJlaa2lIe0OA17PU657pWXBc0eUV6S50QE88jlrYGkAAS8jU3IaII/Y7ZEsOyQLZ+HYVJWLWdp9OywOW9oWNP7+OodizP4G1UAAQQvBbel/+OugZgBJSJwpoQU/TtIJHryFRk2TWmmVeQEqAklpAsQL2tA5pjOJ5YiKJdAKieNRfFKjtaSxNoHZm8l35HDDGxOyxbn0EHpj2vKVAxLcVwY+j+IKOBUfjOaf2r9cVxdIXLNooacNrmgKWcL3Q9D44SV9gXpMSwU4Y5AOr0n/Z9fUuC0APm+4TsgjkpTW95lxuob8KiGAp7S8l2/p2BBA0wuwFDY1fn7y7i9I8YU0jYdyFr4hutNwfdQ3em7RsiC8kiroGDQQgubvPAnysFSCzvib7sQ7unnsj+EoTBuq1NXGJ+b4RM2gyAZkMrqpgP3crcr4K1SUbYEUicg7FYVOdknItoCSfX8hfQ1YqskXUCAOGup5nd9jhQrm7yGQLK7S7yQR6UkFVStjVnUnMqo1BIWkvhgZ2YNAMFeo1BTsAysOALRicMzhzcSwAumlOqP/yfhhYlmXnpEfK8zyKm5/ylKfglltuwVve8pao67nzzjs7npW77747skCXXHIJqqrCqVOnOqzP3Xffjb/7d//u+Tic+2QPK+DzzGc+E4u02MPhEB/4wAfO787SCK4O8Jl3b7XvzPm+paxOADJ9AXT/uyKOguj7aktZIiZwQ6BaSZZlJWGaHWDD6IyrkQVK1hF2p2VaYuh3I+to60FP7cPTfdJDQACWyxAFxGkXbSbrskIrLka7XuzHAlO185FeYZBPWKfUlUIEl2t5tzdNW5HZ2SRSyHUHUNUbHJUf3EIkUGNlMKwdFCnJzUM+OVwQhDauGxU1mYL3JkLFnzqDmEdGLmAbIn6mgBpdDpd7xoRaJq5ziRfNoFJgweEse9CjAuiUWT8bgCovduVW1ExVT1Q8xyRRC3h6ACdqeQIQCg+BSy6jT7BLNmlbQwB+YHmS/cYjD66XjmA/QZ6pSHtBWQtWXnMEYaFckSWglcCHRlCVhT4zBcra67Xa+4EGg66mqM88NQ14OoWbJsCGHbiqoA4f8iDawFx+GVBVaO6+Z/76ATBXXyV9b5ooco6RUz43kPO5gbiqgMlUAD0z3O4e2DHQ1FCZAQ2HwO4E+adOAWNfEb5fqd76+5Qkr5VcVwZp/8ASRw2WJE704MgnWJSszpkwp8MhdJ7D7k3OOwgirYXxyvOlbkK9uemPiSWNBOR4oLWImYcZXKbRjDVsQajWSIpDZ4AbObD2JYM86Om4uAgLJ4oPlB2wFN++dj56y8woyxKPetSjcMkll+BDH/oQnvSkJwGQVDMf/ehH8cY3vhEA8OQnPxlZluFDH/oQXvSiFwGQwKNPfepTeNOb3nQeenPf7GEFfC6o9Zge+dt1b4VlwPy6wQIACWCmP7FdGtbe256Z2ugu9t85fA+NdreJUV2xS5SwJRzX0Y2S2U3mQ8ltOptuN+086OTbUhxdXYCAnLitle/5mXnAooCYLTlEnDD8DEoJYxRD3gGoECPO3fbJhfBcESELQJJjVkl1c9b+PHgWiZUWd5hlSWGfCnbJD7ih5ADQfh+KZgB167qQsgQyoA8/fwLss+ZSWcnsv26AnV15OStCrNRdVrEeEoYDEHz1buukLELjq3hXFcznvgq+6DDcmmhDliYeTEXOqVtNeTZHSa4WVTuJ2gFLgsgQ4WOlhlOYzVPtweDunrSX5+DNsdeGcNeVlbAnAYSxllw8rFOESyA4ASzBZecA+P6lFlmrZb7kZW4x2dj/PL89ZzoKq12uxZWjfb+TCQArAtwQqsjAZg1UNbJtpkUrUjfiEqtrD54lESKRkuiryfyAz9ai+ertMFcmeUwGBczll4EnEwEQxoC9eJq3t2WZZ55oNARNZ12Gw+/DVZXXlDXx/OjxSITQoQ3j0wWc2QHtTQUAFQXqi9bF5VrWAnYTfRJpJeeSQ9kWbjVxobaYMVINngg0HAiQqxvo8Qh6Yx1ub7KQlbmvpkYjWK+Nilm1TQbl0wfwZAKeTqHuPQ0c3pDjZgYyE0FPvZHBFQr1WKEeEpoBUB5h2AEL6DHdKK4W8MADogsDfBjnz9V1LvaqV70Kz3nOc3DFFVdgZ2cHN954I26++Wb88R//MYgIr3zlK/H6178e1157La699lq8/vWvx2g0wj/+x/8YALC5uYkf/uEfxk/8xE/gyJEjOHz4MH7yJ38ST3jCE/Dd3/3dF/x4gq2AzxKjBODcF8CTtgN0mRwAqGoDpRh72wMQMbJBg2o3h8ot8kHTac/5PEDSUAt65HuXGZoDPYv6pBnQkq+DGi2gx7CErnuAEWpuxSZS0JMCrQT0AC1LE1gj7fVDqTaIBCvNJ2v02zfDdpmuEAubBnbJGWlTJd0RwBaAC6BrETeLq4T8Szo5B46hagvMKvD2riRdCzlQ+rWegqg1DG5hIDY+JNuXCoDRMkgEUOR8p7UCihxUBx2FFLjkWQlXzqDYycBkjICTWjL/xlm8teCTp6CNgT61A6yPpY1cx/DnlL0QhkUq1/tqsombT/RBrAXouFzJeXOAqq2AwSB4DbPozACHZObMuYEd51BlM19VPQCeoCFSSjREia4oDphE4nrw4Io1yYz87nslw/HaGLzl89r0896ks4d0eT/RYQBf8WFt+yUuGw96lPQ5ugLDrJ69uD3XULWwQc4MZVJUO7hcS9SgF0HzTGpAcd2Aw3VbwkSQyean8IranD/WCVtUN8Cu3Pjm2FFgYx2oFfTmBpoTJxbug5sads+KSw2Q+6mqJbKpqoCdSpggK+tQkpOoOjxEdlpBuVLY20WWsn+uywBKhBvBnjzt13Wwu7vQ6+tQwyTX0f00vb4O2liHObQJlBWau+6W/WsNKnKJnvNsGMpKXOC5keueG9i1As1Qo143qNYJzoiY2Q4BO2Rw4XygAOZYHsnqn4CgC2J0XoDPucK0u+66C//0n/5T3HHHHdjc3MQTn/hE/PEf/zFuuOEGAMC//tf/GtPpFD/6oz8aExh+8IMf7EhM/t2/+3cwxuBFL3pRTGD4jne840HL4QOsgM9SU0tATwp4+mBHLbitXHKzBtCzNylQ3zsANQRdSXgoGmDgc9qoCphezKBLp9BGXnrsFufukQXJ8uT7QuP2LymGG1pQITPvWH4i6HYi6OHOYBAFyna+D84EJgZtQsQcMdNyzIqsWsYHQMznE5ihtugpoh7I+ZOvGgCV9EXVgC59cdJSIrVU7WLxRc4UUEtUFYUyBuEi+gid+ALv602CGQ00EJHp7h5IKdB45Jc3sm2ex+gQNatEG1I3MZoJmRHdBXstkddDhKiT/qDNjiUTrlMR/ITikSrPQcOh6EmI5AXvi2VykYOHGexaLsds/YlMQAKxrzptFahW8TqrsolC75gCwAMqzjTsKGsTLZbwZTbmgUXQyLCSKC7RZXnQA4rt06wBlRX49Bm4M214rWRDroCTp9pMxpkR11IAfUaiknBmB/ClHDjXLVsHzIf5J1oj1lJlm0MCSYXI+lDDYNOCNXIsgvVkkLe5AhkFV4yROwfyucACEDkbs8FNjea2r0JvbooQem2U/MiA0VDHjsJ99XaAFPTGemRfAAB5BnPRMcA6ES5Te59E84DcVRVQzqAmUkvLzcrYP7tbwxQFMJki+9wdyEZD8KgQTVmF+VCiqBsLFG8CQhUJUzWZzh2/3d2TyLLh0LOl99PtFe6LkGfJa3xcOQPVw1gyRF1+KSbXHEa2U8s7QRnYYYZmpFGPNeoxwRYSul6PgfKQMD0w3GV0AssTgl58qhNW5wolHl72n//zf973dyLCa17zmqURYQAwGAzw1re+FW9961vPc+/uu62AzxJrZQtuKeBZBHT6Zp3C6bvXkW+UcJbQ3DuAnigYR1Cezci3A+AAQAIUipOE6VoOteVfqIlbKwIgNw88ZN1Fyxcs8xmeWQnDQ01wPcDrZLjV2QT2x/9OHqh0miWv56kAM5Xt7ABwSnzmwYUVNT8KojWlfr/kXKRuM11xm4TNnzdVMXTlkO1Y0dCwnBM9rQEH2JEBZ0qSAToHNZX6Q8ik7hNVXpA6HrVuLa/X8Yi3yy6E7LVFITNvAJhM20F9Wvkke05YpMACwUQXA2eFRG4VOShkvVVKBqmqbus7sfOzVxNZhPZkaAnHbxpfMyoBTUbBFUYGdjjoSiLYACShx16TUVNkXvzNKscZqo/nOaAUXG5agbE/Vs6014H0BrAAerTquo+ANmle40TIPZ2Bz2zLMYeaXRDwgLOwAmo4BPIc9swZgBTUcCDLNtfBowKLkhYGIBSzgPu+OiNgyGm55+xAwRbybIRivM5IQdxsz4nw2yi5rw2BmjWojSH09lSihsoS7vSZA4Vy2zNn5HgmE6hjR0TDM5uBp7O4vR6P5HpPphLVlR6X0dBHj8jvPhdQh0nyn9VwKAkFe+eVjGTN5qoG7+5BVTWoHoKI4LbkHo8RXL3r3L0gHrxnIvBWo5EIsq2D3d6RZ2IyARUF1KC432HuXHoXsTFw2zuSPLEYgMZD0NYmeJgDwwI7V4zkfWYU3JBQjw3sUK5vNVZwOdAMQgQXpCRFqutJmB2J5IIw4hEEXSBXF7cT55Xdf1sBnyWmFcNoGxkfQG70AHYWSQ5SYwYmVY7pJAftafBda1AWGDSA2QWyCUBRW4GYrbgZAfUG0IwZaqpQuwEw9OFQMw0aN4vdWAufP4rsDCYayPxshgEwRbcTHLW6HuXLZDhhdMjKFJ8VoBKGR4ekg5Xk/wmDRHFSwuLrNc/mhOgtJ8ebTQFdy2eb+S6qLoiK/YKAG8AzSHui5wnZklXpoD2zQwwRFgdWo7Ywu55ZqCQ6h3f3AMcSbpxnAiCKDDws/DaNDAwh3DUALz97pDwDba6DR0Mg06BJKTfCeCgD1olToCOHgCwHzUq4HQ9+MuOFsRo081nCnQPKCm46jRW53XQWB3/SWlgf3wU1KESQGdxlSolWyA82UMJ20LSC8uHHduCBXy2J6tS0gjq5I9qOo4fBhRGwPatE2L03BfvK2hSyAm9tgJyD88n9yAtZXe4j2axCDG+mViPDWqKxAvARkTHBZQS9a4XlGg1BWQYqS9DO7jkJYLluoA5tQV95PIJObO/A3Xm39HtQyH2iVQxZVlXTXrOgTQIiKxTceEZL3ho2bcg/K6AeKVQbWp6FWrKJ64qhZ8KUsTGgQvReKjNQe1PY06cPVK9KHdoCZiV4OpMkgInZkJsHAHZ3RccyHIhbLM7IFFDNR1aZq64AttZBTQNzehf2zrs6/WFr4U6fiZ85JGj02qxmcwBVWqjKRhZQOsUtwDIB4AO8MYY7fhhqewb+wpe7FdKrCno4BA0H0MaIfi2U17BW7r19AK8q/HMLSIoAv2918UVQyXVmIlSHpRafnknJl2Zs0BTkI7coustrD3jqDQc3dCDjfKRW6tYKwKdleihk7L+A4ubz4+pagSdgBXyWmvI3+CKGZz/QY5nQWIXtMyPgVA5VUVfw2wCDUwxdCUMi7p4W9JSHxMcsmVQJuiG4ilr3z7QQILLReJHLks4EwANhQUgDqClqd+CBDWsGWYKeKtihExJI+ZB7BlzGrXvLn4dshyR03Qk7pRo5Dj0VZqdZQ6cae3BjmZkwQcoy6lFgAYDiFHxW5F7fff+zKQto2rMwE+sHJIKZNKDKgnMts3YjLkMQgZQAHiobqY59ZqedXU/9zLAogFKBglbHVz2P+hbrJNLKuqQytgKMT8Q39LqdKIaWGThrAo1HoIlE9Og8CR0NBSeDy2Ay6Q5siVFm2hd86FewjuhaKoWH8HdqGqjagJWNIMXlgGEWALWzC77nRNtUXUt1cOUHPFLCwkxnAhKdg5pUERhI2gPvOvJJIEOupEgAeRAUMlozKZiqgZo2oL2ZuCiA1v02GkI5102C503lufTJZ09WG2vi3soy0F0nZP/+PKm1cQQBqKqYKVkNB8BoJIBrOpNIunBO/TUk705io6KLhzOFZpyBlRTjtnnQT4n7ND9dte7BUAolDOapoHuJqdFIIrxC+Y0DhHJyU8Pu1MDOjri7AgtUljHSKa67PkIsfkvUybUDAMoD2gg4iITxrGo0Vx5GtWFgJgqGPT4MtdKCEbXVzZljRXce5Uvz99BgABQ+jwuz6Nmms/1BT55DHTkEPrQO2itBzsp9P8hjriG5NwnNyGD7UTmKMw5myhKevqFgByRFlzNhnl0maTyaNQvOEyFzAD20P+gh4jlZ2QNlDMAeqBjfyg5iK+CzxFLQk7q0zsb0KDCcU8CpXBiTJnEdEUAZUK0TBqekzQB+moEwJ3bIkpzPj3ccsugn2huyBHNXjmbdggeuLZqXurBqT+9rL1QO1hD0VAAQWcDlspHL/XrBp6USEsnjKyZA1ZJV2RYti0OuFTHPttAyN40wQoAcv80AGgFmSjAz2V+1DtGiMGCL5Fx5F5i4GYB86mALJRqeyhdZrCyIGU5BBJW5Fn1PZX00kZLsskaDABhjxBXALKCmLD1r0nt5h0FIEWBlUBZ2KJeILWa43ICUgtYanBuJhCkKH+GU/GMnYGc4AA8y8CAXBsRaKCs1oLCA9mdroULCP+/+oqQqeCgISUA8Dg7usVkGpRTAPrrMGTij4AoNtzaAmq2BT56OeWh4VsKePOUzBOcCLEI/vNgYJGBOmUNwg8y7QRO2gdmnEmjva7k2cs2cBlSjhO1RSsoEpG41Y6A2N6Tid1EIi8UMbO8IAFtfk2WkhJWragEw1gFGgzbXEfMq1Q14b9K6fRQBZSWsU5YJg7edDMqh3MR0BpU84Gw03LiALkV8bQFoKHEN1wwztVGvBstgrUFa9i+JLTXUcBhray0ydfiQfAgRYecq/B0O5Ji2d0DGQK2vi+YHwva4IHgHFoIqV1Ugk0XAZE+fhipLqMOHpJAnw2ubINmeiYAa8s5hD+C1ajVyPpUBTZYcRyjSmmfi2p1M5HqdRRNFeS55d3IDLjI535kGZwr1Ro7ZYY1yU3LwFKcYesaoh4TZISl9EzLBg7z73QCuYNiRA+dOXFsp00Otu4sIrXtLpXrPC+fqAmjl6jqPtgI+S2yReHnOrZ1EacXIZhBmZYaQnC/MgAWASCOsfbg2Ay4j1CM/8xiHh0/GLFbsSzBQTP7HClELpCcKXCu4zYCSfAenCqpSnq1pQRE5gpoRVEMRcLGGuLfSY0sj13wYfYyoyr3vmwE9I5iqPU47QIzAEtcYPGskfXa5EDIuEwDFfmwuD1H3XAUtjwOyCXuQJPsNoMfsVNC7M8morElOCZFofazMvlmL2Ji0rENZJgxN0Ms410ZpBUuyIYOorZnkM/FKSLi8cDlToHURpRLgByHdthOErmUJygyIpB4QAVD3nIE7eUqE0r1ZOhA0LBnIJgNXLxcN17W4voIeh0jy38xmoLsaqEuOwg2MlNuoZTbrCgMc3RQG5MyO1JoaDsA7tYALDxLh2PfftVFrVQX11XugjBEQWORwGwOfEygklwxgqK063yZdhIBRo8VVWNbC/PjkfxiPYLfGwlD47NrRTdjYmFU7giIvGOfMIFRxp6oGZmXL7hUDcSP5iDueTmXArSoZTPMs5p8BMxBE1lkGWhuBmAVIE3lxrBxHvZ6hXg/uP3m2zaQBVya2RZZBkw2o09vSblK5PFhz21ehhkNQ0Cudo7k77hKhuzFSykJrqGokDJj1aQIU2qR92rOW7GJWZW5qKbehVLyf3MlT4NvvRH7RUWB9DW5jKFqvTF5QxAzOqM3QTQTUthWWf+m2hf2l9TV5Tuqm1bX5wq/LTLQ7IxFda43qcIHykIGuGM2AUK0rzI7Cg2vJAK/qln12BhK16mv/ccbg3AEZAyroN1vA0/27mOkhYmjFcBfQ1bWy82cr4LOPLXNtpYkKU/BjWWF7dwBbaQEZZTugk6MoFFaNMBlgYXmascxIYm4dwEcsUVwWRcYWXqDp+9YAmGl5kIN2R4uLCikT5CO22ADOP+Rs0Gp+UvPAhv1MR1nPxPjlwvQQ8jP+u29fVYj5d6hGdIch0fqw9l4ED5QAOXbl14/m++sMYCYW2W4jtbeyUCQUvoaQDKQu0y1oVEqCP52T0gtaimFSdAu5mDE5XtzgriKSgRjwTIB3Izkb839wmvRumIlouqxjkUuqGmBWipgUgDuzDW0M0FgoIrhRITNeCJujhlJskstSdD2ZgVpfk5l8XYM8U8VV7XUVHG4+2Z8xon0oCsmxU1mZRROBjZZorcBSeYDVbI2gNYHuPS1Nra+3kWeADEpOWC1UlQC4ABjLClRVoDIHjXwW4yS/k8sUbB7E0Ijgp9zKMDuUYfP/vk2OI7iDNjdEn6EJencWXXZhsOagYxp6cJeAU850FF5T6Su4Zxn01paAm1grzKca0BoYGRmAdQJS61rcYsxyLgcF3LiQ+8rf96pqQNMwyRiiPFrE+wCQ1ADO+DxJlUf9uREWTim4JYO7m04Xsn4HMlIR9EBpYJRBOZ8HShHcOBd38CADCgMqChjrgPU18LCAaSywuwd3+oywfcOhVHnPc6imQXPbV4G774W55CLg+BG59xXgBgah1EhIUkkhaKC2C12W4Vyz0UCuJTN2iEp0DA5FUkmKocbcPMMBsLUBuy4ge+fKPEZhhYSlYMAVQLPGcDngwvtQQSZ2xgOcXqRWZHbi+UwZnm7Yuri2pI9aXVjGR1xd50PjszJgBXyW2rJ8PcvXBzQcmnsHUA3FIpz5GdG22FwG/QBeQth2MwLqNYYrXHzBBhcZgLbqOYLryn8MzwCxrBvDSgVQRdBDrZ8qtOl83h4AcZl8aZuI74YQ7UWefWoogpRmLMeR7Xh2J4Sq+3cLa1kv2xNGy3lvUqhKIVFYfp+qBXdywsU1xkTYu8RgfDdhcOcE1kfYkDaS/yU3aEYGrvCDX+2AjOCQtSn1fXuca8lZEhKZ+QKU0YImI7i8AoXfWNkmMES+TdaEZj2DNr68ATzoqYTJIK2hNzdkUDJGBu/GChs1zKHWxuCyAo1HcBcfAs0aqO1dyeZsHQBfdZu5ZYS0MERRI6RUTICILAMcwIMMpJVofWYUb2JqnLApswq6JAFIG+sRDPFQorjgHGivASYTAQeZZ0Ua0f1w0/jSCRbq3jNQAahkGXiQwR1bEzCgQkFZ8toYwMxYRLxek0NrY7j1AVweqpr7wTQwZyEJY1K2gknysUSmSStJvOgTKZKRXC6hijq0khwuLrkfmAWsOutvRpJcTkQC/oyW+yeTzNVR2Ov7pWY1zK6BLRTMzEJVzofFkxcD+xxF0yqyigcROe9rpCSVQehnSJUQCphOp/F+ptEI9qJDcJmCYoZTeVtr66i4MlXZALUCbTu4WSlgVmtg6oH3oIC56grwzi6aO+8G7rgT5thR8NHDKC/bgNmthRFO8iGxITQjjeHgieD/9f/MHwOzsHKBiQ6MHiA5hYpC3KBBdwfAbY7QrBWo1wxOPC6LrvZmQ2ZjgQ13OYtAObfQhYVSDOcElLtG9ZK5AlG8rBgqTCSVnwjG+ZDv24L0JqrPlD/AZtM09/fRVuJmsRXwWWIK7U0ebFlWZgDYK3PsnRxJTZjgljISoaVrP+h7tiRUMQ/siBu4NmtyLTe3y3raHOfp2uA6iJ0Krqdk3TSzn3/YyUmbrFt3mvQxOabOS8Fv1wT9DsVK6KINkqa1d3WFMHyXtSJnkFDN0UUHWRYqHcdILv/PGc8SIQA+zxBlhHqoUBgVMw6zFv2O9RXNVSn1pELuGqr9YBWQq7XtoGck0irqDYKF0PBM1pHZq4/0CiHrjQM0xwgyKWxoYBxAe5O2rpMiCecNuXZ8Thu3NRJxrHXQszUQdkWrUzVeT1JJlmQt+gkuhTlSeQ5oJeLdAELqhCIzBjzM4Qa5VNWeVKCT26DREG6t8KHkNdhrmahsJBTfl03gQSZMmbWgvVKyBet28EFgnDx7wXUdcxXRaChgDRDX0eGxsGGh6KwPH893HAZ3Tn2bdazxpPZ84r/MZ1Iu5JyyVtCzBnqvAmob2Z1w/YOuiELiRefghjncegGzU0pRW01RqCz1pvzA2zTR3cJJpJ0IqGfAZAIiBe2ZEfL9c7mJ4d1mUkPV/rr6PD962gjzlIqVQ5TUfbRY/kFriSwMeqfGynmvPNs4HAqQKwo0R9fQrGX+3Pvr4KPUyEEYKRiJKjUmhpiHVAKBsTFXXg46chiGFKxPPQBNKA8ZqMZBTxu4TAnblctEoRkQphcPMFhwLDyZgkYjzy4CZAsBXXkOOnZEQHvj5B7YKOCMgi0UmpHC7mUa04sYbuBdVUOLfFjD+fdk5kFMbiycDzKxjZH3tJ9ApgM/+0APbRyyrIksjnUJyA7ziwUJbBWxsMcXwBgEtxI3nzdbAZ8lRmhBz0HoTK2chIynbXh2R8S34oMOCf50JQDADrxLSnnfkp9FkKXWjeQ7JHWVPHBZ1KdA1cRnmyPw4Sxdnhxksmr6V+8pybczFReWroFqvWVyAInQyvbk+MpDLfayA1kvuL7C+qHtpaeT5Dyx8++TZL16jbD99WOsf3EiJRV8ZWnWKsnv4ySj8KwS5iAkLPSh46hl4JZEgtwCHS965SKXaBQ/q6fGQYWor1pKSaCsQURQRsGpDGbSoBlqNEfHyE6eFmFuYIqsbaOXPCCSWbFXjhstuXgGA9C9p6F9dmRaG4O3d0Dra1DHL5byA9OZDEqDQnQtw1wiaKal6GlGBezGEC6XellaKyilJNrIAz4qG9Dp3RjFFPMWFQJ6VFnLYHr6jLAKIVLNOgE8hR/A61qO0We05lkp7ogsA9bHyG4/jcklF4ubcsbQpQNZwviTd4BPnBKPrHOtG6puQI2JJRDYKDRjAyiS7NpADI23hfb3lhV2DxBBbZvdUxLUrWcY3L4LtTNrBdR+X2iaNloOEBBnXcyfFBNCDjKgqkBekI6YB0hcO0wEl+mYNDPe39ZKpFdgDQPDeB+S9qk8FxYkJgxUCVuSgTbWgJkvuWIIMDnqi9dRr2deVE7AsB0wJUKTJWdm7SO0hgOoY0egwj3bNHC7e3DTKZov3wb9uEeDDm1C+zIr1cVrMRM4E4EzBTtQaApx87EmlJsaa5dKqoE0pxFXlSR7DIk84fVsimCPrMXnozyUodzUUBbYPU6YXMqwmzVIM0g7aMPQmcWwqJBr22FDiBh1o7H31TWoUsm7b0ueQ1dq6D0R+6hGWKJqbDE8ViEzNsobHCRbfl9QPB/lu3IePRxtBXyWWIruF1VcD+sE1mdnewhVUcfVQxYwE/E9h7INBPlbDSGMyNgXwvPAhjQDTuYm0fWVUK9SagII0VeUPnsd0BO2YXQKUi8EOylbBKiZgi7hkwTKNuWhcPCe6ZlJ4kXWrVZHWVnejKRpl8s5UKV8DvtnBV+EsgeCOGF6qIvfAAGOO48aId+xGNw9k3B1ZgE/DCDX4FkDFZidUFMrlBQoK2FigJb1AYQtGWTgIoMdCtNAjjv6BWRa3Fj+xU5VAzIKrA105WAHGvSo49A7Uym9oJVEebEDnz4jA1itoMoGjjKoyhec3N2TyLKtDYlAq5tWw9I04GId7vA61LQEndoBlAZnJobwcm6k0GLuw7MZsGGgc5loZkjS9IOoTUYXQq89c6OS0O6QGM7f5O31GQ7hNsexQCVZBu45Ka4vImA4gN0aCQOQCRhRNWP8tydlcA5pAVjE6swOGI/A44G4oXykDpUSLaUnDcxpnyDS90M17FMXKJ852utpGgdV1mAjbq/dK8dQR0fIcgO1OxPwF6KtxiPwxlCYJniAXFbgnd1YO40GhZwDD4owyHzb3Fa09wJu54t3Koh+hbWGms1ad2pZddm5A5owPHl7n/qszTyZArt7bR+tE1ayLIGNddSbuZ9kBaAtrJuqRXAd8hfpUgPjQgByZnzyTf/OG49BJ05KTqGv3g1siCiZBoWEuJdyrzVrUutqtqVRr0mUpsuB6eUNdq58FK76/RNSHPXUGQFBs9JnO3et+9e77JpRhvKQgR0o3P0t4v5XJcFt1SDloDVDG4dBUUMpB6MdMp9gtlBNBCrMhNN7Y6x/TkPXgKoIrAfiTjeSu8cOfGSqBqhUqBuNUV5DKxfbCO/3ZdFUihj8MMvjszKxFfBZYkS8VNeTCpprp3DyxBp4OxPdnG0FMiHEO7A8IKDcYthNC7VWw9UKmJqYDVRcPhTZHw4skJ+lRTeRDsUXfbJB+RitU16iD3TSZR1k4ZEGiZ+8hoKqCDpr22Ytn2PWZiBGjZBtExoKk+U3U/74XbubEM1FwRPgxMWlZy1AioLpOmI8Ce0noFrXoKbA8LbKu+s8O+brJ2lABjkfhi0gJ/OsTwN2U2E0jBFBcC5h5i7TnkFKqqp7xgFKRTdSqFFFjYMiC1toOE2oN3PRdpzclv3mmbiOxhqYTiVRIhHMyT1p00hNKnv6NGhnB+qiY+IaA8TlMpDSAW6gQVaiwlBKDhMqjZSoIBJNNhs59qlnN5QkDaSyQUjWF3MPOZbBJ9QZC6Ll8Ddx1wWtE2+swa0XouUwKmZBzkY51Ok9ATZ1DSaCHRromehabE7Y+YYjWPvbU6DdqeTSiYBTi0gWgDojAI18eHp+YiYMVAA9zsko5fPkNIWGywlNoWBKJ+HlkwbZyQmotMimDtNjGSYXZdDlCMWZxhdhZVSbGeoRIZusxWzNgLhL8+0a5vZT4jIK5SGms1ZYHZ8xEvdOdOfBu/cUqNDArgc9dQOe9Cq0H9AkiaWTfmsNFC0AYmvBaZtaC9huGuQnS9TrGTQkC3U59O7gGgARlAdv9bqBGmgYQ9A7EEA7nUFyVWnQ4S3ozAB1g+bSIwABpx8zQr4jYNMWCnaoUa0plJuE6SWSCJDXJcfY7LoG9Bt7kjBzNBTwNyvFXWatJGAcFABq8NY67Eij3FI48XcY+uIpcuOiG0sO0WFY1DDKQSvXTSzrkwmSBy1bm3uovr2EvXlL3i0+ESoryZhvC2B21L9TtLi3jLZQxHGeGABQ+n3uGl1IcfP50PisQuIBrIDPUtvPzZUWHFVg8MRAVeK+CCHo7HNHaM+YQAHTr6+gBxbaj+TKOFjjFj88UYfjQQ7DCzdDeJVY6gqb62cATmG9uF14CfTb4JhFOWh7yLVsVazlBVmnXpOXqTOIsynnvL7HW9A2dYqXxv60+yYHDE7LLLLaEFEssWyf7bEHkAIqBSgx0DjoWYNmpP3g3rqSqPSIKsy0ffI7aHEv8awEMplD0SCH9TlBhI0I54NapoBZQrhHuQzWRJJLJClr4TJCdXiIot4C3XVCGARroTbW4XZ2odbXwI1EhtGkBHb3wDOJ5GJbge+4E/qqK8BbG1Ah90/mq8jXXmCdD0Wbo1gKTxKBqlryC60XUHsl9KmJgJXgArIMtTPxbgxfDsJnNY4i2Sxra4sFEXdgfYYD2M0h3EBoOpurqBtxx0agw0OoysLsVlLtOlctWNWSvmF65SaKewronWlkn4L7iKqmDZmfzqTkASBC4toCxmefntaiNatzqNJHc21lKDck8krPxA1mTk9RjxRsBl+CglCxgS2k+na1IVoXMwOyXSlDoSsJz969YgC67DjWvrQHfWJXBmYiUCmgDoH1Uf48eNaJFcHF6LYMapCBJiETdpuR+1yMHYOaRh6ZLANYxTIoVHh3bVWLHsc5ECQ3jvnqCZjGwh07hMlVa8IsD7y4vGQ4raBs+85pxj7fEzNox8Ldc5eA8EEBGgzAmGFy2RD1iOI7w2mKVc2bAWF2DKi2LLDeRMGw287RXHoE9NU7oAcFKERr+VxafPI0aDKVe21jDCZg93ICDpVQXm+TZS6WDUoZno7LKXU9eUnXMKsxMA2++miL0Zc1BicI2VQKMTMRzBQY3QHMjhKaLcb6aIYszTQLQIFifUA5P/MvWb5AGh8AnbqPK7t/tgI+S+ygoYq7s6It9wBJzgeI0DcOoH4Apx0jlUgB2JmWiIqg2Umfn0DheFdX0P7AdPsTszD7bRbl4ulYL2Kh21hgnFp3WYi0Yg9CKAAfFtE2IABITwE7kqrqNBDmp16X/eiqBU4hqi0wT6mbzmXA9ChheA9LttWMoGuOCRBpxrGKMsCYHTUo7lJQeyXUet6CLSIpHaAqL2D2boDGJwHMM5D21ZuByHio2sL6SuKB7neFT0x4RgYwGgxA1QBuc+RdTeFYPNiFzLCro2PkRKDtibzoi1wyJjuJqrKjAlRk0GUrIiWTybonTgGXXgx7iUR5kWXJd8MMXhsKg1PkcYYfWBq7NZQInp0yJmAklpl7jGiaeBGvHgCJa6u9B6gVcq+vCSvkI9o4Uz483oPLjBJmkUTjMZYop+AKSoX41YZGvTYGuXHMejz+5F3de7CqpT8+x447sgk1LSNAY88UBb1PPTYo7i1RrQ1hc0JRSmRVdXQMXQoV2QylL3sXK8k15SOCQt+YCPVYSwTmrkM2YdRjhVPfsIb123KY3Ro0a9pn1AuWhaFU8R6ORU4l4Qt4kIvuaTJt8zSdI/jhpgaTXGPVNKA8B1MTI/n46GG4cSHi7i/d3tavGg2Boojh4jYLGYsJ9RrBZoCZEfIdX3JDOajKZxwH4OoGymchx3AA7E1g9ixsYeIkxg4kE3I1JpSHgGrLAWsNlHExHFxvlfjCC0d49N1XxESYrm6gKBEPz+T6qrIBNSyTxbwFIJmxyFRbOmhf0OP/KmIBCcS47OvvwW35EbgsQ75DqDbERW8zYaXHT70Xl+QlMt0FPc7rJQPYCZPd+Lt/SZ4t2ndlD01bAZ8lppa4umKF9SrH6XvXgJkGHPkZJ8VBPpRxcCTalHrTgTeb1m8TgIwO4dbkow56FpLnKB+PwCTvTyYgjfqK1ImUoGCfIDHsj3ugJgIqoAVNvXwWQZANCAMEIGZWDu47ZaXumB2IINllwgSltStV6XVAfj99DQ85qf0FBmaHST4DEeRIhXdZ28wYNpeXd7M5gJ420KWFM8YPZpJbh6wIQikzQJEJk5AJIOCy7LgtQnFOapywOYqARuh8N8pBxVGo3Zm4c3b3oOoa7tiWuJmaBuQUVMMxYZ+ALyXH52sewbNNrsjgci2nejiAynPJnqtIEtH5jMbNKIPKFPSeZBzm3Mi/dYKa1qBGwqVhxJ3nMj8IZ+JbjVXVQybdBiKIDtFpleRvASDHFSKbAoPVNJ5l8KyCUbAjKQ2SAuwQzUQMwFByDhBTNoRzYnNxOZAl6JlonyjPgLUx0IhriL17SOpFkQd3NZDnqC9aQ7VpUG1of88wzEQhmwjjYnYl0WAz1hGkq1o0QaoGdM0YnJJyKc1InlVdAcMTFk7LcdhctDD1UOH0NQXGdxoUJ0roaQPASY0qAGQtzB7gah+qriCZsY2C04RmnCGb5XJ8zkEpum+FOT1YclUlgFBrUFGgeeLXCbNmGeAM+d5huFu/Aq5q1Fccgs0VXCFsTL3evkZCoEEz9JnSLcHMFAaGYHY0eHtHUjBAACbyAahcw+QSI2ksGvbbU2R6ZscYOFwJS6NaUMJM4MtmEjnnHFyoxRYAoBe306CAWytQr2vYEcMohjE2gh6tukBnGehJJ6rhVaaUxVVX3YN7Dq1h+54R9LZGvS5BJfklExwd7c2dctcDOdI4d1xdsf0LJG5m0HkpWbGCaWIr4LPEFLqlKpxPGW6dwomdMerbR1K0M7iganQYHlYCAlzOMJfvIff1r2ytYWsloCW4oijutEvUeL91ZGkcgW0QUHfZHumHrx4cmJ14MOHF0C7i+B9aUBTW8XmEQsZTMICaYPw7otlA7LMtgMklcuyh4kW6b2cAZIiDYWR74HGbP0SpxdUFTqr2tZE0YiJIEc3KQU8vKlCckqgaNuSvgeSU4SIT94TR4IEBFZkwIYCwJtNZy+54RkHCpOV6EAklrnz+Fi4yiX46uunPGcENNFhnwmCUDdTUh8f7ekUoSzS3fimeC3PsKNT6ACHnkhsVUMcvBu6+F7AWdnsHZnMdbiTJ/JhFwNyMRXCtSskczJkW/cvMh4GPR8hOi9jbDTPYw2M5Fp/nRtUuRkxRwwKc9kphBgKrA7R5jJRuI5GyDG5NosWqNYV6TKjHAmIkqs+zcuHm8uxXuK8kzw7QFIRswtj42x0BZZokfDnX7fUwJmp4eCIgwW0M4Yab2P66IXQpwGS2JfXvxnc4VIdyTA8Lm1NtGpipw/SIhh0EdxbHSUg1JNiCYKaMwUmvQcqA2ZaARl0Ryg3C2u0NRvc4lFsak2Ma+RlfbDXLEHR4qmxAtYUuJReUJIdkZJWV0g7hnrnosGi+dnYjyL1PFlgSUlCHD2G24d1TjQjFJ9ceQfPEY/4+ludlekShXvPzrITQCKAwvK9sAZRbCi4bY7O8LOYeolmN6rItTL5B7nmJppOLa0cKsyOE6SUOOFRBaW4zHMeXGAMG+OwvHsW1P7oj+YR8AdxQmkOtjYH1NcwuGuOeJymYy3ZhjEWeWeTaSrQs5qUH+4EeuZXbmVdGjMsPnYY6fKqzzn4aTqALgOb0PR4IPdw0PisTWwGfJRZcXcwUac3Gatxx2yGMvpTBrXMs8hlmtkHwG9w6rBnq0kmbHIsY1dSIJ8UDH0pBShKtJRuEf9x+XyjmCctFD0Q9QJWMSa0nZ9Hzyh4HlAq68qH2QGSQqq2W+Ql5itoT5peFjynI8uxReG6DoFnyicjhNSNpj/wgFd2DTQumElILrOVlDZikvhfFyu1wGso5ECRBnfwmbIYbD0DDXHQzTZLrh8gzFQKCZJ8CFELoNwFtcj1ABK6aRCS6W8sJyDSUUSC3BnVmFN1ZPCtFbzOr4QYZ7HoOsiPQmULCfH1hVFiGLi2UD9mXHDxW+qFFb4JQksBaINNwwwwYZrCFhh14pochIc25AjU+xwwYXGjYizbarM5NO0hAE5q1HK4QbZEdSH6W2SGF6VGKNY9CjqqqJJg90UyoWnJPqU6pFq8BM+JKUqf3EAXnWgkA29sTwGitPx4DrmuoMxNUl21helGB2SHJC0TWi3QZqNcU6pG4WoZ3MyYXa6hargdZQDdyQ9pcauGF8gXFKcLgpLBPigj1SCYTZBjFGQFO4zsamAmjGRKcUT45IkV3XrajkJ3YEwaIrSQd9YkK9Y7kKmIt0XQURPb3x9hJWYmrLsX00vWogYMRHYrNCfVYRZev04Rq0+fGqiD6PIhbmk07kQD7CUYhbuRTTzyEzb/dlXuualCvm1hDL+jfnJH9lYcAHkuiwFjLKnlXRebHAdWTvh7F/3MrQsbuUKCUZyXIGGxfncE9aoI2YK5l3Jcx74uW97Pqn+0zIOApuq7Sz32WJ3V1+f1fSFfX+cjjs0pgKLYCPkssIn3P9OyWBSZ/eRhbdwPlEaA4EdAEodoKQAeR7WHNcAWjMD6HigdRqmjgag00icsg0B+cjOwKiNQIkvVCqNacJkj60imsF9pKHt5Yp5B8+ynI8ougGC6jThRXaCqWnkjuHLLoZHvuujiS3aeJFandVs8At+HDS30UGbkWqIXZKnOyL/8Cnh3Skg0YkGRsVnVAF2lhR+ywgLYcBapOa6DI4mBlh0ZAgmePmAgYKmSKoImgyjpGc4VijFKjicGFEk2S13exFrCgjYKmy0B33B0jWOrNQhLd7VSw67kkLbzkGGg6A588LWzCpJQK1wPjC0K6mIyRdkphR0JYOoR9mh0bQJJIikBb115w63PMmEr6aoeSeM4Zyb1CLkO2U4OsRMTZQuPuJ+XYe2wFfU+O4qR33xqgHvuijoUvjMskxXAbwuAejfyMACCuuZ0EaOkfGBjeOe1WIa9qCef3Ie5wUrSVfZXxcF1cTmhG/hZKxPblJqFeA8a3M/Jdh2aoRFunfGbfEcUIRNVId20hbp5mSLEkirLCCjktLNb4bov8dAWXS9HZ2REDtaGR7TnUYyXasz2JOONc2B3RIHlAnEs5h7CMD2/IOrs+z81ZCnIuMpXnwJXHYdcHsEMtjLJPDGlzD0i9kLwZ+KzqnimNz5oDim1un1GWZ4ssY3pEWC9bAPd+4zp0yRietOKSVDoCJVZSZHl6MVBvWVBmeyxP8uxBlhfDGp//wRGu4auQf+4u0ZFZDYyH4FNnAGsxuaidbPbbS0EOH5BlWQR0FgGe/T7vJybeD5St7KFvK+Czj4XQP2ZCri3MrYziDKPYluU2F7GcaiADlA0vHJZingHHBBDlSLKFKgYGruvW8oClBQdYSO5EFiisky4PdWgY6CcyZLf4IY64iCFh8o1UM6bQ/wQohfVCrbBQaLTTByTAJ7Bh6fGEvgUWbQ2ww+7xpPogNp4cg3elqXbGH1ikICRnTVC5rBRnqJlkI7ZDSY1PjYu6FwF4khPHFhouI/+vpabsQIGsAiiDmtWtwBWIIl5iGXTs0EBVTjLYArGgo8ZFkgXaOS8OJUATzLav5TXMQLnxZSGsAIDKSYZhpWRwtSwMz2QaszZTUQDjEdwow94lBs1Q2JiNL0nSwvKIhtPA+E4WN5lHw7bQaEZST8tlkh7AzBzqNYV7nkSoD0nV9+ZwA841XO5rHRmHWNSRkVwEQr0mQEueB3E7mqkkvoxpDIja3DheU0Sb66L1aJoouOaQY6gwyLYruJykTAV8cswZkO169uakDPCnv16jGQmIznaB4gyjKXxIvwP2LiE0awyEgr8A6rEAhXybBfx4IFGtKdhMklNRA+xdItdx/TaCLh3M1IrA2gvgnC9a63KvWUlcjHqvEq3MxhpIKyit4M5sn3P5CnXVFagPj6U8i9dZuVyi1FxGMVGoaI3az9Gt5Y9FvjOoEcCnp85PGEwEikzS5t7Fcs5dJi5NAGhGCrPDhGqTgbHt1Lmi5J3TZjiWv6MjE3z5hg1cXR2D3p7CbgxBjZUSLRcdRjMGlBYGxWg7p50JzIvyE8gU/My5v/YBPf12l+Voi+uehSC5YMCHCXYVin7ebAV89jFK2JJplUH5F0NxxqEZCt0rBTtlfZdDyk8QfD4foGkUssxnKE3Fw55tYUcye/bLYlLE3gsECC+yhKFhtGikD4LaJjuMT1wGvzxgJUWR7QHkxanK9vdQEZ6sn0mGAYTQBTeATz4nM27OkxdUkxZd7SK7SL1T+8LuACk/OycPdlR8iaMFgyzRJso6OB9dVK9pDAhgQ6i2CnH3hH42bfkLO5DU+C55IoLg2uUSJi0JBtvaTjEkG8I+VesauhK3kgBREZ+qqRGQZKXUBec+p07I7ksEu5YDoxyqlkGVGgeaVd7N5ZMm1i3LQ4MBsD6G3RrhzDUj1L5uGpNEMGV7hGZIKM447yKSQdkOpX8hDBkAMABOPN7ADhnNRXXr+TMO7pCED8+9cslPDLQDhgybOzRbck+RJaipQnGSkJ9umcATf2eMiz5egU7XwvwMCvBoKOfA54thXxaBmxran2OnRZzcrEntu2YkWcTZAGYXsCMBACCvKWO5PuM7LKp1hfIQoTwiKRGyHelLtS6ifDNlFGcs6jUFVQkAqtbFtQcI0Go8MN+9TCHbJRRnFEymoGwWMzZHsAyIUN3KvaUyDZpUUih3PJLbwrpzqsRujl8CuzmCyxXqNS3vnkyAt83lvcM+EIEzH5CQsK2BIQ3lcnQljKCeSckJvVMh2zZRtza5OG+ZJP+OcxpALvdUM27d4Ius887yIIWIoR+zg1OfX8PGlzT01IKVgnv0FThz7RqaNYuC2IexR4zeyTtD3vV0NhdXf9lc5NeSdftth3Ql8fcH0U3EwErcfB5tBXzOYmEGUNYGRQ6UhwjVpobZA6oNEeK6LOgeGM7IoKcqAS/1bo7skAg1q5nUjeFKCbtiCXpPww2duAzWGwEXIc/OorwRvAD8pJ9TRghYCHo6NcAC+EFbcI+4BSLkEN1qqXgbxHAFYmRZWuU95NwxE9mXHXBkiVKXGLyAOBJYqj2OFEwphs8+60FX2oYO56nNv+N82DznBNUwqq0MZupQbWjogYKeWpnlaoLNW9ATgABxoPWTl6DxeqJQ6JF8WLcO9Y9Ycpt4cBZYICo01CiPOiF9Zgo+MpKEgmNxWVDDsEMNOJ8J10iSOclXY6NuSWktBSk1odkawg4MZkdMzEsjdc2AciBsQHFaUgMAkJwrIynvceffBcyeAmvG2peEpSmvrNC+V+UeTqtSy73XvZcosIvwiTQ1AY59cj+g2hIkFrKAk/PgsZCq5lIMVAEntyVsuqykhIciqedkGeWRHPVYRQG808D0Ygc3dDBrNcpTufTbwmvuCKqWcgRnHqXBWrRIIcqRdQugnA7uIYIuGdWaiNxtYFCMhD0DPgRei4us3CDoWsVJUNg+mzgBtloJk9LIueBxIZm6FQT8zEqoYgBXHiypobvkMOxahnLToBmQ1yzJOWb4ZyOkjEgAj1yk9js5wEwdzMR5Qb7UOFOntoVNXBvBjQtUXz+AKVncYKWklmBNcMSJ+2z/ITS4udLaVpmx2HnuLk7eNgY1OYZ3ENa/6nD60fLuI2BON9NlYLqgSmE+5cgc2CFeCngWfd9X09NnoS4wEHLnRdy8Yo2AFfBZao4JFBIVAji8NsHErqE4zZhcRGiGQHlYdDwAEDMte+Djcj9oNL0bzRIokxAoyhz4iAVO5/LgB0G1vzmpj8+D6ykIon3V9FTjEzI8x/WBVtcTQE9ggcLAFb5z8j5boCHqhCmn4AueAXJIXHwsuXyQAJqkW+SXE9qyH3Bokz8mkVxsAYQXru+jC7n3fFcohIgxQDklLJak6Fe1uN3qEQHQsMyiCSm8TiKjznlTPrW/8uwN6ZBV2F8b7/JSleSLkeSKPrw7uEgV0EABnKEoa9CelLJwmQZplrpaSkBLvS4h2GbPCmAea7DS0JWvYaUIqsxjOY5mqHHqMZncDkH3EjTXYabvBd+zdYW946JFy88AvF6h3gBox6DaIkweXXaudR/wxJ8WDXae+SHlE20q+MhCB6uBUitk2wJ+nAa2r13D6PZMhMFKCYMWcgdVFcgYKY3gxcHlhrBt+bawOdOLGTxw0OMa2ljoi6YxxNk6hXpmMFs3qHe0jwwkWP+MkoUU/yUBRsSS0E/uC2GGQiZnpwRQqEbuxcAmhQK9oR6duELlXst2FdZur6ErH4JuCDBGCuvCQO/ORAe0NoYK2ZfPovfRW1twWqNeNyg3hcV0pi0IHJ/HkHqC2uct3A+is5L1VeNrp/lcSuSc1H47eQpEBF4fyvOXS6i/mTLMRBii6REVz6MqFdzICmPdd3f1bxFqQUSRNSgedQZEjMkVBXDLGPUGIx/VicbHg/UoNZB2HEiweQ8cLQI74W/I69Nft/89daUtytDcB0FB+7msnMXKHtq2Aj4HNK0cmiGw+UULZTXu/TuAKxhu4ATckIzIkvmYwIWLNbUcE3JjocYV3LBb/I4dodkMWfr8n2SG3fFnp7O31FM0x/CkVHP4gAhu2lB4Slf17I4sU0372yImpqOZTr+4ZABGy550XGLUBT8Ax0zAgY4XsCF6HpchVm1v2aKkb/6vtMFQlmL+ociZqyBmJVRrHqR4ZqrVQviXYE6wxmePdlryxcwkTF7OHwPOp8dXABuKeU0AL8b2AM3mIjDOdnM5N4UGOUYz1L62FgNGId+2mB41cJmOICzfFpbKTB1YkaS00bpNBeXLgwR2Imo8Mu/GmQGzQwqzI8De1zWAYdSXcHsfbdSYJKkJFkXktL+hY5zeN0ELEUA0vIhcMZxi1CyV7lUGnLxO4dS1Q2S7Q1z0iSnyu3aAjXUpJ1IUwqhpLVmDpxV0xdi5XGFwirF7bQMzbqABaCP6ksAsAPKM6lEFjCrgmDw/VWnAJ4oYmcgMmFqAjak8gNCS6LApvD5GtdGGdoA28Sa8GJpk8NelXId6M4AqIN/TGN0haQdCZCAUyVxFE9A4cCHJDZUvO8FN3dH8kMlAmYFaXwM21uEGkj/JFhKqHgv/Uvs31fhE4KshE4YGUAZAJeL3nBuQdVCzVrBPWQaeTAB1WMo7sIAk5SPj1v5/X8H2C64WsBWeOSdsbTrXSm6ZjqVupHC9hoMK/Iwausygfe2t9t23oJFzsD7oOZsYOQU8y9bpA50LCXxWeXzOr62AzznY5DKHrc8r1ENCtgvMxg5q2IAbBZQKGEpYazir5DUQBEAp5xkkQmMluR07ggszph5LIw0gcSf4z8oLlRMdUBcRhEYoQSYLbBFocpK/R9Xtwuj+SiK75hjXAOI0d/RAUV+w5GkLhyDRY8lA64FZYC1gAFi0VD4EXDBDXF2qZYpYtSUEgp5B1eJiUzXHvEDs2RnWYRYsCfGIfdRPITtqCoBJGAubK88iuFYIXUhV6qD5gnRV+lgLmGJFqNcz5I2VfDy1A4ZaRNC+H5PLDcoNYSjCNSk3tO+flkr3uYr6Jl2yCL89M5FeatbA8F6HcoOwezkwu7yO2XSR/g23wBzIYcwBnj77g2Q2HtZF9z5mBmAYbmxhrQZX5OtFteDYrQ2k4KsvnCnVzI3U8RrlmB5V2HvyFLuOYAxDGxufixT0oPc5fDe5RVU40ETD5cK0ukx0Qa4AdElRHO/yBER6MCxRX+g8lyEiKoBOVfp1C6DcVChOqpjdOuSeUpkCOSeFUYkE2PkK9cy+wr0KNKaSSLeiALSCHRhU6yJEt3nL8KQMbAC87F3KKfPTKHkXDe9lFGca0R4xwEqBIFGNyDJgVkLtlDCzsQAf/9yM7irBexNsfb7GicdmsDk8s7f4wU7nZMENDSSMTc/yvBGgohx06l7uQSjFLRMZ3FwddmcB03MQ4HM2tmdufVx4poeBlbj5PNoK+JyDbV51GnuXHEYzAOp1xsZl2yBibJ8egYtkRS/GhXEwRYMiFzo7Rh8oBpzohthRBDfBZZACnSh0Dm8TzfKyYgUsidRqR6KEiUnbSGfofR8Uow0ZD6tysq14dtqBNv1dBEptrh/yYMjnO1oowKb2BR7YnpZBSGoDZd7HH4TkYTbrGSUObjIDlFsU6zDJtgQQRbeW89WqI3uVbMvsB5eoCZHcQNKGgiolaiuEvTcD5XUX4oII4f6hT3JgjGpDg2mA4lQJsEO+DZSHc8y2xCVjM3QE3eGYRTiLWPMsLE8BXJj1g6VcyKHPONQjSTRYb3I7QFG3/Q5Q6LE8HYZnoYsrzN7DfdACNhmfWEApOUADdgPgPe1zNRH0DKi2MkyOF5JobywJLDe/UGP06bslymtcYPvr/DNjGEq7bj/T7vT74y0zFrxVorYDKRfDBFcbNCMRRpeHWhAW7vvwORyPLRATagYwxN7dpadAccYzPwYot4DJJZloq3w3TemAmsE+UWZbd00yaQcABKXkX54JENEKXIiAuh5TdG2lrCgHtkeJG09AW3sdWTHciNFsELIdjbXb5J5mRf5eZcTSJdaCtnex8TcGO9dugBhY+9wZ0O33gJkx+r+/gLu++TGo10XLGCZgxOzZabkHU8Y6vMPkrwczCfsTmKD+Ne0n60ujxPbT6izS9Jwt387Z2J7A7PRdXBca/JyPPD4rE1sBn3OwtaLCVx/fgAkoDs1gfLmJwbjC5OQQIIIqrGcrCDpzWBuXvVbaB0sbh6bSEfBQLzqrIybtPWOcDgAdVXJ8+8Q/7TZeP5RgoajzSdphkjDkuQSFQBzYlU9+FsNlk+SNQDuYsHedRa2TSpicAIx6+whCzNBeYJlcBhEOe8E1BVbBbxrBD0kuk2xPfgi1igAZJJzPzgxq+20zRNcVWUA7KXWgK69xmEkYs4icAbPXwBUaTdHqHrQ/D0Fv44w/XTYwCTLgqMrBeUbJGXGtgRBzzXRORx94Jpfb+Wr1tkBM7De6R65nM5QEcy5zbWMJ6O2zPHPXGegAnrPmTqFWq0UBAIPlnmMCD6ykc9DCgkzWGLvXMvQeoKYQITxDamyx6E5cYWDXFxP8BxlywiCWZQ3o6BRNpeEaBbtmQVaDrAjvWUPuJ58VPYBgVck1bQzQDBmUS3ZnoJ13MAFQEkYPlmCH7asI+XYr6nYTQlGHZ5Xb+mfjAjQlAXmAgJ7hQGqSKUiJk2EGVVlJQjhA1LmFkxDmG66QFBqsBXDG6Ezyn5mxfS2w9lWD4owIrcl60OMLxHLdgKoK6swe1r6shRHamQJ5BvK12479VYMvf69MZkJaA2byt0oLeEDdSMAU/BBhKdBwgSZecB1TrdAiUfMy3U8Khvq2LFnhsnW/fOoQpns5Lr/4FDS5C+vqOh/V2Q/05DzybQV8lliasTm1I5efRqbkhg8zmCJvUA4bkJaZi2sUlHZYGy+P2mAmKO1AtPhmTmdL7cLwt8/icDsSLLqvw8tCEZhboMPpNo5ElOo1Oq7wCCIMuik5EEAPy4w3JIgLoMMOZLBP1wuug6hDCGAmJ3lh+2VtVXqKwAoJCIp6HF86Kc5+fbAVbHsKbCYANDAnwa0UWKlYYwqIpTCUZZ97RpLwZXsO2Z7oIJxRyXmmViDK5MXQbdJHcU35tjVBaZlp24GByxTqjQy7x00EgiHRXgSEap5oYZKB1Ra+bRJxvTOM0Ve1MBJW7oV6JOvwwCXgt9dgn/0Jt9USVmhZ8uEIPiOYSm8WLzQnhhs24CEl4zbDjqTRhnzklnWwx7bgBhrVVo7BVw2qx9RxPwtv7x7b0x9MtWLoXKqGl3s5qLCwGwA1JrJm5NkPDnXNSM6fqnyCzUyeCc4AVYo4Gt7lFAqfkhVBMFlxl7JPiMgKEs6uCTwQrRd8LileGwLOgXZn7Uk2ku7ADXOJ8GskQWO9puLpZfaifh2eOe7oCvvXFwRw4XDvEzNc/lEfbaZJ3IprQ9CslsKn3uWmv1oLIPNic2QGcBa6ZIlEXbdJwxxzUhJ393vQhINh3f69lN5zBwlLT9ftg56zgZv93GANK9y9t4a9M0MAjN2yQGMVNtGf2K7s4WAr4HNACyBkYBo4JjRWwzGhbjQaq5ANmviQK93m4+kn1yobA2sVHJPUkwngJbE0cWK70P/tu7d6LIAM8L5RShondGdhnGzkB71k0gaHtPxDu9+QvVU1MiioRkCErtt2dSm5VsASjQMlmpR63IZdCwiRjP/K1wULywILFZikOQDgdT/svP6CfB/9IZupfK42ZRDLJhKa2wwJcL6+VCmZjJuRCFC1z2wMlpDf8LuqBXWRj6aq1zKwIdhCCXPjxdEha24ELA3a3ES+z82A4LRBM1IoN31Npcafy8TNEnUb1D3myWUCdDh3MrNP7gFVa2EXvHg7ZBOnpM3wd6Eupg96EvfDMiDULkv6mXQ6zPDZT/O1cnPlUiTZJ4G3M7iccOfTh9i7ygJDC5XXANfC8im3FHgts/5xDnK5GNUkAw8s7Fi1kwAAFNybBtBTuVebsTBpISu3HQjQNLsqhui3B+Ovp2dLm6GwjmbKgL+X7NCAci1h70ZJgsWqAR9ei9m5XW5gR0YSYDqgGklU4tbnm1hGpNpQmB5pS3ioUiJNsUR3IycBqC5usHN5js0vzOKEgiobE0ra3T1opQAtCTL50DpCOREqChT3TJCf3MRso2nfPSzPFZOCg4NSgVn2JV4WuLzmxfL9+6YLmJbV5FqUjfkgOX0AxBD1OS1RokkK6zVO4cyOJHTiSuPkPevQhcXG6MIxKA9mHqFHmq2Az30wZsL27gDOyovT5BZaOzRWGAHyAmRmgqI0UsGzRP6hbpogLkgaXwCEOhaE0AzAeoDkQU3fndFpszPaUARCXd2NTNfCDDgyq3WvOc9O6JkM2tkeYh6bsKKqgeK0P26fLyXsIpJIlLTn+64cAC9MXsR4RCDh++glRy07BNHopINS6kJSDaPYtr64Y7tMVQxXiHZHzxz0zMoprR3qjQymcVAzC6xJoUo9c7AD5Qt2toVUgwYjHqeCDxuWfc0O61g4MroJGQga0/Z6oeM2rLYAu+bAoQRKmNnPNMy2hp4J4LO5lHEILFtfyNxexPnPi4DFQtCzz/t3TmDsqTYZzAKLGIA95CRNDNZuVci3gVPfPpVaqT3QQv65WravPtuzTPQ8LGrkxqKxClOGAPpScigxADhAgWCHDD0TbZolkkKsSbckjQW1+YkIgJHQd5ehjWaEAG7VKGFZFAng0fJXleJmIidACL6AKyDPjF3TImzWEnpPFsgmDoNTFtmewuQi5ZM5Euw6dXJPdcxR7LuuA8toEYr6AgAyA5UZEZhbJyyPUr5eHHwWb4PRnUB5xIA3vIvOX0d2ciGcwxz4WWaLEhIuy8x80O33M0Uu5sOJSQuXvHBD5ubQ/tq4xOmZAWUOKre47NgpuPni7g+YnRdX18FP1SPaVsDnHK3NLSFZl6UqseQQaSoNUgxtHLKsQZ7JiyHMKgTwLGmY/QN/wIBDIshLro8QGK27KACgdJ89Kjoug18ew8uTZhXFdPcBYGS73g1QSgVsp0UXA/jf92TAD6Ag3XeQIjklM2SQlyF4hiJEa/X7SKGPaXOqZX7IiVZENYxmJLPQMGCFPpgSklzOZ0GeHS4AIqjKohlKIjplfX4e5WtFFQqzUQEzscJOaEKzZUSfk1GMqlINAH88Mfu0a8+vy2RWHjJRR0bIA6CwXRR9qzacuvGgh3pgRk8U1r7ihbcsRTXJMw+sU9Ajnw80oPTBS8d1tWD1Je0EYX4Q74dr6xwAJrhGgRRj7Qsae980xcSXLFgMwFpAs+wR6oOeZW46rR3qRp5VJgC5k9p5ikG1ipFqdgAfpMDgunVjhmeKDQOBrQRaRE+QKEQCyk0AjmCmIoaHz/bNmYYdaakDp61PTaBkHTkYuc8GFHVplREhcT32pTEsYCbsQ90BquReXPR8kwPyuw2yHWD9C3uxRh1n2uersiJSns4k0iyyvQ7IMnBuBNQUkt4hBiv02T4/E+mDH+zD+vT1Ph2m54AAKLbTmzh2dT+u89exOnAkl1EOR0Z7OH1iLGBuP2btAbDzFc6+76zla8hWwGeJhdDL/R4KdvKytI3CcFDDWUKeN8gziyxU1uxvE2ZHXtCstINrVOeBjdqe8GLpP2MMUGbBlU428i8SDsghmDTQLYWRMD0xN3z4zjIDpC4eCvgqsBS6FMbHlIzaF3wUzQti4UOygK5lmc1lX+yBShARB1GvshIRE/vigUCcOQcGI3QICVPiB3pdyf4An2NFBReW5LSp/N0uYewaTEHDY6UchPa5exqGG0jumXpdo16TmlfN0IdjQ9xWtqAYXkzsxcxeexS1TP4cN17s7DxI0gGshQzZQV/isSxYmINmDNihFAeVxIBd1iXblgipbOKkxlQh14XXAXu4aa93avuxPUtcXN11DwrO2/XSpJwCgAiYaWT3GJTfvAd9tnZpMehZlmRxGeiJ0UTBdUssLJoikPMlVfy9RiTAkjMWTRUjSQAKH63oj48QASwlbKMUdwWKHcBlWjRdSspwNAXB5gZmokADqSUX9WxBExTcqCY8g933QtAVFacBNgqlFq1PS3F68OsTjBbbgB0aZCclmzw0if4oz/y8ZwtIsqmDWRJusvJ6OUn6qScKzcBFABAnbQxfj3A5+EmaXjoRDCxfaiGvmSPJi+TS63mOzA/QAiAsARSLIrd0IYiWXRvltbKHn62Azz6Wsjt9Gw0rzFSG4UAoBSLGcFBHlqfTDnozGpU+/Ko7oPSBzqJnmQC2KgRuLV4hAqLkxZR87hjDD3ihcVmWDsIBfAAysMqA7V90WkTBLpOVVcMdETJRAAIc2ycl+p/glgpZcSVvTQ84IAFKQBttxu0+guYoaJAAAT2h/9YLnJmkXtXgnhJkGS7X0LMGthAg1AwVVK0BBnTtpDZSIawWKykTYHPE8HWbdwFMqBkVtCIM777zphr5TdnQX+6c53j5ALjCa0pGVuq5zbmaGNkuMDxpke1YNINMEgVa+Kig5QPBQmCQgJ659Xqg55xf9wF4+/3VEwO9VgOHZgfS7ixiqpYBtIO4wIaDCoOixqzKUE9Ne695d00og+EK9jl6pLAn1RS1Z1IiRIr1xnvAg57oXlWAHQHVWCEfhMzLMrGwA6kmbwuCnnmhfNOe7wh+dAuYlU+UGI/Pu5xNA2x8gaE+q0COMDuscPobLDhmlpd1N26tJQN594QJo2MUyGfQRlFIRmcjgCzUtHO+nl22J+wPJ1ofoAVAAfzE1Ab9dc4RpCyzhTl4SJYbuDlAtKgcRguAsLAshGPCtM6wUxWwlajJSTlUjbmgA+j5iCC7sDzVQ9dWwGeJhZIVyyzPGkxnWafwqNYuvtwdAdYpWKvQWIU8a+CcQllm0MZ1aV+0D2xgg/a16KwPgITmf+sBqLkXzRzAojhQUp0wD0Ab5uv/qUq2d5lQ79meuJYiq+M1BM548OHdN7qWZGogxLBcXSKGf2d7XhQNQE1l4HcGorvwrA75QT3NJh0iyshxBGjacSdBYizSqITxqdczqIaRnSphxxmqTYNyU4vIWEsSxOmxLIbBh1IBzs/CgysqpPUPWg9dSVkMm0ufVALW4qBYeyaqT8yFe8IPnPW6ZAZnNR/yHy5etgeYiYNqnIi4G6DaIAzuAWaPWgBaqAtmFiUoPBvTs+ju3G8gk8HQH5/X+xSb5UIR635GC/aTApuzsTzp77m2IuAnca/N9uSCkSLoPQW7bmMx3hT8Gx/FKJFUiICin9IhRBIGF+bsMKAa40tk+NxQ2t8rBcHkkmgzJL0UBpHafD1akmkGEXwYq4miJEiupxMaZXynw/QijdlxaWvjbzVGd3kXTy7Mk7hhWf5pAkMBhRFtDwAeGO8K8y5fIyyVy6UPZk+hgYEbWUnj0b8xWKJIA8O36Drvx/oss+DSCq9et2CdAIRcYIgWDPmLQulTDZAD4c69ddx170YU2CsjDD03CveeWsOAFu39/Bvj/BQpXZnYCvgssUXgwwWq1QvijBGtQGasf39QZE3ZEfYmBZrSQGmHqszgLIG9INk1qqWssWDgSL4ufGkQ/EsreRjiOueO62MoauMpf/9WCaAnvMRDKn9Adm1zyXWjZ5L92BYUCzuyd5np0mdPNoAyPmKMBaRQ3bInAJBtA/V6whalrgTjwcXMR86otnJ2yNocalmJq4hiwVJyAGqZVTcDEZuiYthxhvJwhnqs4jGVWzoyWfJXyhmEIqBpwjtVt+AmHIMUBhUWICSXAyCAzV+79FIFoi+UGwvH4zIWMOpBUR/0BACpKgc4RrbnoEvC3U8FMHRxnbNaqp/p349L7s/9kgim1rl3U9bR/66IOx7d/bq7jOlJQU96DMv0ITG8Gf9/9v492LLtru9DP+Mx53rtV+9+93npSAi9ASFUElggjIVAZYwVXFES+15bFa6dXEAOESRV2OWKqGCrTCXYgcQUVXEJCBdj+9pc5EoKEAkSISBjCbAeIOmgI513d59+7edaa845xrh//MYYc8712N3nnNYxx+lRtXv3nmuu+Z5jfMf39/19fwGjA4OyZn5cyASkEXsFXETNHopDRXXKE7zCHpFtFSA9c1FjVUMo6MvuOvdzeka0PhKajRYIBppCvKZMpSJ4bsPDrpT3yRUCtHycAKBkn4R2ggHynLsSVAHlTZifEYZ1fDUwerZB11KnKxiDdo3YjHuPH8Zir9HfJxiFHxagFM1YiuGmIrwywZF9m5lCOYu3ARUndIvsjoAbuc+L4a7n2qTvjWBHyT0U65HldrvQVxcMeVSPNXrk5hkOjwc0tRH2KoZZjRUVfNAKN7VMKZ/3uTynFtRdKVJ6z8dH2j3gs6Z147urBHAeRWEdSgWc0zjf1tUKQVHXhuDjzKERi+FQa1ThI11K7lizAPm5PpPd9XthsjRFXf7KkiliGt+0VIsXE7/Q+ywo6dB13c+WSjNRV4jXiHYy6CeRcCDqXqLjLSF11qFlQnQshDiLdZOsIkylo9cNMrtMYTDIITA7C/F42hmoG0CFxlSB4jhWko4ht1yxPYYOXKmwR45qR0CPDB7k8gXKkUtQ5FCDiYLseO9a80OVS1NkgXI8nnR/m6GwW8M9EXw3Q4WdhY6GSdgGFeQ8mwGEQkSk/Wyv/n09fAA2npGsLhVEhyRhmHYo6DM87fcXM7Z6oGfhs8XHbWnba9oqF9/FbamF3+u2sc7bZZWu53agp/tZaTzluJY091hkWNcCms2s9fUBeUaaofxumUZap2ffOZ902ZsImK2A+iSE15FZ9YUA/BTCbbzKhojNWJ49F+uIJY0ZIFlUae4TEhsZss5tsBeYHhiaDcezXw8PfEShjwUkY5TMdhrRtqkQCFYTMKCj3swH3NDghlKCwxdQbapc0iPYFmyFRolOal149Taodp0x4Ukti5mJjPBCP+2fA5W0mNY+Kmr2/VDcwk0EcF6TNN/BK5T1uOk9Fual2O4BnztoXa3PrLFSXyu+oM7rzPZ0QYW1Hh9plOAU3mmUbUWHdljj6jZ1KdTx8zXv6h2HBG4zde6LC/srq5QeHzOH0t/k7DF6lH5iK1LYCyWsT3kQerNCKQ8RZ9kutJ41nY5JuYCZyxfMXGWmpLu/pJtIJnFFrBqdqrB7K2UaMpBwkQ6P+6lHKs5o5fzcyDDf0gtFKCXMhaEnXE7i1RzZDFGvE695Bj0pNNHVJylAx3TzKIg2scBoPZbBTwwPVR5gmw0ZWHIdtw7o6QKZ+QMVT44Lzv6BgRDYe4XGT+oYWloGMe1zAGuZnhUsTx7M1wxQtx9jnltYq7/tLoiR36syuE5KaYcW9PSAU0wE2BrNuOU0tVeEMlpRzBV2SqxqrjBTEbcP5nB4HwyvCzDHt4CkWzQ3M3J1ZCiTbi0yh24YtW0pYWAqv92Atkq8ibXjxu32UvOIfizp4ppRPDkv93B4y1PuGZpNaLYcbqDQjcEcN+IjVFooERVyI8N+iCU1wqgQs81YT84VKSzXsp4C4BRBRVNDp2Cz77d0UsbfKgHzSa3L9nQlWVoJaEng57bbuINnsDRNPH5iQoroegrrmR0OOp3Ci8OgBMDdY2vuWrsHV9e0WVOsfEFSwlTjxLjQR6anO6PtMkU6DlypzpBsBJppIcVN498qlha40xBC+2FEH13WaOH9uF22TOzx+tvrfJbdiJMpX5zliqBYzAATPZ/6g2TAl5yTMxCIVL0MBvLdBBxSeriZB0mHr6E4gHIPRldh8oyIeXVDNgQMCkbP1mw8OReR77EY4jVjLanmMUxFBB9yHuI5VI9jtesoknBlGpAUbhhTg3V7WZZ0UbTnlP/bqZ+VCoj6qO8xVcjskbexlMZQGARfKpqhDHrNUETNaz140r0BdOlwI8/BAyJonX7VfCWAVokZUatBT/584ZnJj1T8vLueUu3PYlv17ixuY/U2V33W349e8Z3F/aZlmpB/0jF31zU6YI1UBt/amMrJFgFzoCn2NG4YWUAnddDEiBPQoq8q9sm+VgngZHPPCpKgvvvOJK1XM4Z6x1OdCtSbgWZCdvtGxedxEDP7xh4/9DTj0L5bMTSVMg59IUwhtPogMyOXi9EOXKHFHNFqfGHwA4sflcIAxTCxG5e4ocUNNM3YMNsx2ZYiF3JVtPonkDhtncL3gV4/8hzbnYDjxSrpqXX73+5nPoaK5KfNyFpXx2tnMMtGtErBxsaUV124ysNnriP0mkIZ/7zP8fm09vif/89zaR/84Ad585vfzObmJufOnePd7343n//853vrXLlyhfe+971cunSJ8XjMd37nd/LII4/01pnP57zvfe/jzJkzTCYTvvu7v5snn3zyBV+PF9LuAZ81bRARf3opQlDUXhOCVFdPAKhXwC60LjzeK3FojumvuR5XBEDBKUKj8DOTPYG6wGgRwKztDPTi4BhYHJ0X9UqL7FTWkHT/zscRB4xA38vHyUBu5wJWpFxC/FoMJSVPEVeo7HCcd+FDTjX3pg1ztSLSwGAvMLgVGN0IbFxuGF+u2XzKoSs55yam0dvDGlV7ir2KwS35vBnEdOFY2DGoCLSiFqIZSbipe7zNUOVBJWfOpIldui5J2GxiSQzTzuR90X5PuTgbj9tKLFW+3CnlPW7b5craESzFumTt/eiwPYuMTFASEinoPTc9MXNcnkBPH1T0ga5S4UTAI9vuPVL9EgEJdJywfsswdZctA6ou2Ek/iyApfacLiLpgp7vN7ra639cqMLQN5bgG4yW0W4Er5Rk1xzLwz7cU8x25T9OzMLrusTO5l6Zqw7o6JQPEdzmoztwispj2GHAKXwqgqXY9szMhg61mHEuUJL1WiM9ndD7PWqPIjGZ20qT1opmlV6hGjDZTSNYNDKEQw05vxc9HxU7NjWxkaRWuUBlUeSM/S/1UusahfX669zO1dUkbzzXMFRaAzqq22C/3i4tGA8M1gmetPFaJpisdlzUerQJWdWOZd3S4d6UlxueF/jwXmPaxj32M7//+7+fjH/84H/nIR2iahne+850cHYlrYwiBd7/73Tz66KP8yq/8Cn/wB3/AQw89xDve8Y68DsAP/uAP8su//Mv80i/9Er/927/N4eEh3/Vd34Vzqy1fXoz2kgE+H/jAB1BK9X4uXLiQPw8h8IEPfIBLly4xGo341m/9Vj772c8+7/1Z43rhrMoZ6sb0ykn4DoBYCiGlDqD7f4iYJKAKLz82zh5U67WTXrg7akugZ3HZcoey3MGE3DkngWP3yUgdbJ/xCbnMQ3HUdgYhzkATq+EL2VYzagtUomT2qZsQwYLKJmxJY1McCvAZ3vIM9hxm6lFBMpjG1xyDvYCdyY+qPXpeY6YN5a06lqiQbbuByp47vpDO3w0SUEjLIutiW7YmRwEhaxpSJlrO6rILoMe0egxTQfbziWntbiC6EV217E/3mqJkdt+MwZfJoKi9P10g0wUzIEU0D76+rQ3Xu8ddkLHEonRBUWhBzwpG5SQwcidt8fvd3ydtuzswrmOduoDodoCne06LIOjs1iESupVnenBLNFN2Kteo3iYzmG4I8x3N8GbImV7d2nIqxP93AEIep+NEojhUDK4ZdC3siR8E6q1AvQXVdqCZyHOvnMrMUgbjqvO+pWOKz1jOptREY0bFdFcytHTtJXXehXyB3MBQnxrhJkU05VSxvlg83AjIewwosu22vl5ktjvXd/2zsPrzVTqubrtdSnf3vqbWeL3kudM+W60WbpX+64HTN3nFuWtc2tjP2zTx2SCA7npV/HvWfvVXf5X3vve9vO51r+Nrv/Zr+dCHPsTjjz/OJz/5SQAeeeQRPv7xj/PTP/3TvPnNb+ZVr3oV/+gf/SMODw/5J//knwCwt7fHP/7H/5j//r//73nHO97BG9/4Rn7hF36BT3/60/zGb/zGv7Nze8kAH4DXve51PPPMM/nn05/+dP7sx3/8x/mJn/gJ/sf/8X/k3/ybf8OFCxf49m//dg4ODp7XvrozCRdZHpCU9WHZMCgbhmXN5njGxmjOxmjOoGgw2ksNrgCuMWLW51WuUh46cWHVYWuCVzlNMjFCdwzP1cJP96OF2TxK9ttzHk3f0SEySKGdUaq4PLQzWJ2YmjhbdKVq2Yr4RCUnZWg76SQQTp2pK5RobOIg4gZtFtTgVkO510CQtPT5jmW+bam2TDRQ9Iyu1tgjJzPXYUEzKXBDg64DxWHLKKnQMjGSkh73n/YXf0gDl+rM1HV7G7osTf6JwCeYzmCQ1kmGhhA9ecgp7kksmvvdIJ9X24FqOxDK9aBn8T6HgafZcfl+L4OZVaCn1Q+pNPinR2QNwIBl5mVdyCq1RQBzpz+sOI51gGcR9HRB1Cpwtjg4do85lZOhkPsgWV2ivyGIjsaX8o7k0NdIYWct+FiBOfu19CAX9jUzEb2neluqVvE5FeG7PZSQW7mnKA6UAKQFJ3Q02eoha4zizRxeExNGeyRhu2ZicKXGlxpVOan8nurRJX+feLMTu5MyMtPEoL25IQL7EP+/nrFbvM6LbdVnJ9Xc6n4vFSJVK+51av1kFR9revn2787zk7bxwOmb7A6mbNiK0rj2WTIeO6xRJmDKF4u1UC8oxNWGup4/TbW3twfA7u4uICEsgOFwmNcxxlCWJb/9278NwCc/+Unquuad73xnXufSpUu8/vWv53d+53ee97G80PaSEjdba3ssT2ohBP7hP/yH/O2//bf5nu/5HgB+7ud+jvPnz/OLv/iL/Gf/2X/2nPflvEY5Q+01hfZMxlV2Y669oXYmd7haxZIVTmN0QGvHPBRgHc5pSRnVCcwoYQK8zC9USlcOEejoQKgE/FBrGLUGYes7juXlPcDTXZY6Iy8ztQTIVkTIWlFzoxjcks+9ARukk00AAmhTxkNAN0KpC8vTshrJQ0c5SSk3VRAztGMRRaPabC2AYn9OMxnjLYyuVTnNthkZQilmcGbWoJyn2SypJ4Zq06AbOU87DVQbMSunEKATFG0l9MRydQYjU0FwEnpKNZdAjr2JmTVd0XUqr5HCD5mBGcesrnhrmzHgoTyQ6xZKOL4Y0FUUzN6C4webPHBlnc4K0LM4GzaTugXVof8d2dgCYEhWBapNbr2TUFbvueo+U3e5rWcD1h9LAjzrPu8uX9xPjx0IivHmnKOgcIVnZgt0BeUtRbknz/L0nNzTzScDZuYZXZ0zPz1g/0HT9/CBrMXJu4jPmwpIIdt4v8s9RT0BHQ2VezXponi62gmipdGSeBBs3EbU1qVCvyFmIakmoCsYXYHBvkxe3EARtBULioG8wPaozqajaZ+h1OLSXCqqbZV9izIAMhH0mJgEoQUsdn3N+hd79f28nRVBClt21+3+ToDHat+7j7crVKpVwPTW8WglOhoCWO04NzpsdTHxvZo5y+ZkxrisRA4xnfLo6jO+qy1w92p11XXN/v5+b/lgMGAwGJzwvcD73/9+3va2t/H6178egFe/+tU89NBD/MiP/Ag/8zM/w2Qy4Sd+4ie4fPkyzzzzDACXL1+mLEtOnTrV29758+e5fPnyCz6f59teUozPI488wqVLl3j44Yf5j//j/5hHH5VH7ktf+hKXL1/uocrBYMDb3/7226LK+XzO/v5+7wdgaGX0NSpgjZSgqL1h7gQrDkyzFOqyxscUd6FAtZaOoBw2HYYlQEpRDhAa0fp0QUcKf6EDzAypMvqqsNoiA9AbwBRoE/JPZpdC7HAX+4Y1NLJytGEb05ZryANzNjeMDItr07SV72hhVNLcxJBTKanoOlVQb4QJsTOPcgE9rSlv1ZiZp5lYpmdLmpHBzDzjJw4Z3JgLyAH03IkuwUA9EeFyPdE5C0V3ZsNAKzT1LVOV6mLhaau+p1l1+hVahgcSmGsHuAQOc+ZLnGQVBwJ6IApEC3LJAzdIoYSAMqEFw3QFyQugZ0XHvsQKkWbdceCITF+P4VnB1Dxfdqd7HC/kp3scq9ib7noaGcDWgZ51jM8i6EmaoN45VZrhs4rJU0qEzMcibFYOBjcV093krKwZ3Kjyc5XCQm4Q73XZMo1dZlTRPoOqhvIWGfSrWPqE+MzJsniSXkBYCpeltujqDJLZtfW4ozwIMdQc8jOqYm52vVngBgY/MLiBJhSi7anHimffFDh8IDA7C80kUG96AT0a/MShzsxxW5JuWe7OWGrdvqn3bCw/M0tfVYs6rfb+W+UxStj1BHrSj42MjlXtcqvjMu0y29MVvpsIhLqhr1Xtqb1t7tvc49RgytA0dxzmvRvNo17wD8A/+2f/jO3t7d7PBz/4wRP3/QM/8AN86lOfyiEsgKIo+Bf/4l/whS98gd3dXcbjMR/96Ed517vehTHmhK0RjS2fP/v0QttLhvF5y1vews///M/z1V/91Vy5coUf+7Ef45u+6Zv47Gc/m5Hj+fPne985f/48jz322Inb/eAHP8iP/uiPLi1vovq/MC6DHBDwYSLzkwTQKTug0J7aa7wTEXQArG2p0DSgBa/AesmKiJkQIc3kop8OKjoPOyXgZ5zSK1fPZpdaBD29MgTRhCa4tK/IQiWBjwoywvi2p0qUuRsBM0HKyagvaNEdGJ9mi23H2tMiENNzQ9woAozmOxoziwNC9P4p9x3lzQpdOynkONDY44ZmM5oMKoU9dqiqQT92mXDxDG5zKJWuY30wP4iVqONppyywoKK2KJaLCFoGpTypM1JXKTFUuhHQpkJ7LXI4L9ALOeQBT8VtdgSoZgaja3Iws1OqB5x8GcAL49PNtuqFJjtsjfwntL9De68ICwCpM8gssjyr9DuprfPAOYkR+kq0dccBrR4jAaLF9U4SzPaYgYWBdWhrhps1zzjNtB6KOLiG8lCy/4oj0E71vKmEZZF3oRnJvRUdl7wrzViWJYawW5qljaPSsiKBfuHbuA87FTdvIkubaual2njlvpgkZq0RstzOAwf3GcoDjzcKE8vLSKV40QShDfgQdW/ia3XlWxrsRp2fKaMDRXymnJcCn8Z4KuvxNy3VUSHicDrnsub+rWqrDCnTchPBTQI9XZYnMT/rGJ/u56vYHh1f3l5poZD6dZ+LmRLglaev9cJmd6OMxIvd3vOe9/DTP/3TvWUnsT3ve9/7+PCHP8xv/dZvcf/99/c+e9Ob3sQf/uEfsre3R1VVnD17lre85S18wzd8AwAXLlygqipu3rzZY32uXr3KN33TN93Fs3pu7SUDfN71rnfl/7/hDW/gG7/xG3nFK17Bz/3cz/HWt74VYAlB3gmq/JEf+RHe//7357/39/d54IEHqBvLcOzYKCWO2XhNCAE6L1t66GfVgKGtMdpzNC9pnMZF88LGSQVqrQP1zKJMLFfhBIR0a0uRgBC0VbiL0BNIrvJCUSosZTfY0sl+OwOANTWN02gdqCorE8puiDrhn3wB2wHdDWmriXcH5ZgJkoTR3qjMlriBdOA6Vkj3VopzJjNBV8LkGemhp2e1pLZrhZ7X6IMZ7vSGMEBHNbOzA0Y3HPawwUxr0BomI9S0IuyMhJYvFEmfk2qAmbkAkWSImAWiyPF1M7MgTrKjUUhmbDqGjUn4nUyzu2UKQiyvkViwFBLTtVyXalPEy2bWht18IdevGWr6BUg7zMYCkOk2eSy6lFR/vRNT1VcwJd3PF/+ftrfYvlKz3pWgZSEtfWXYa+F8F49vlYh1cd2t8Yz5tCCogul9nvlU53CvjpocOxUR/fxUIc99DDk1MQXdTGPK+0H7LhDJXRXakFieYCAMTmJjtW9BO0rWL28pmglU2y1bpKvonTVQUhZmpHJJlHxqSsLI9aTVCLk4QXADjXcBUxP1PwLOVZmEysvPRNGZ0HmnxWR0r2BeyQzHTmps8dz1L6v0Wr2wVwI/ielZADSrtteu09f2yOetzoege1457fb64Cet4oPisFoPGO5mC6i7E+pCURQFW1tbt183BN73vvfxy7/8y3z0ox/l4YcfXrvu9vY2IFGZT3ziE/y3/+1/CwgwKoqCj3zkI7znPe8B4JlnnuEzn/kMP/7jP/6Cz+f5tpcM8Flsk8mEN7zhDTzyyCO8+93vBiSeePHixbzO1atXl1igxbYutmmNY6N0PYADRLrUUznDrBFe+bgqmDUWoz3Ot7OGurK4uUEXbZHJbNxlvaS027YjzxogFWRmaEBpcQ4F8uwwgx/VLpNtyPZN6SiKBqPbTmRcCjADeWHnhWU6L5jVcRhQMoCGtF0FBCUxfC+/3UgJU2IgxA5X1/SiLlkXEztdMyUDBx/t/JuhZHeVB7Kv+XYEew6agaLeGTGY1qhZg51ZZmdHURMEzdhgpjVq71A2Op2h602aSQw7KFA+FY6UwWC+Ix4sCfhAFKlm5ooW9PlOuEC156EQwsynjK8OAFCBpYKl6XySt8tstxU3Jzfq+nRk8RpJO15SxWbGp72/6VlpW+gN44uAJ2+rf8ht+GsNM7IO8KwaXJ6PzmfRKXfV56vaSUBtcYA8aXu3Y4K2h1P0mcC1pwe4DYebOIqjguIgsnhRk+ZKFYvzwmDPE7QWPc6WsKTNBnkCYY9pQ6UpBT2B7tCZVKTbFj9PEwUzRUC3gmLaiqIBtAswl2cpFflVccKBD4yuSfg4JSUoF3ADnffhSs3slMLOQ86sPPcbJYf3R9PC1xyhte9d69TfBI+A7QDmQJIPwrBBdcJut3tCVmXmdZclxqcHdFhmfdbd0yRg7ouYfV4n9fFGBZE/JpBDvCd59qP/3bA84cVnl77/+7+fX/zFX+RXfuVX2NzczJGV7e1tRiOpFfTP//k/5+zZszz44IN8+tOf5r/4L/4L3v3ud2fZyfb2Nt/7vd/LD/3QD3H69Gl2d3f54R/+Yd7whjfwjne840U9n257yQKf+XzOH//xH/PN3/zNPPzww1y4cIGPfOQjvPGNbwSgqio+9rGP8ff//t9/XtsvtKPUEvICcjpkoZ0g/XkLlrQOzOYFxiTXUilj4RthIHxlRKwqH+URSFsvPj8QgYcAisz2QOsl0Skj0ReutsuUiUxUrWFA7KikIKPRbWFUrQKlcTCApjHUM5tZBhkxIwiI1dRDtLBP4Z0QB3dThzxWJ6Fz0HJAKkhKOnQ69ii+1U7CePVEwlu+gOIoYGeeZqiZniuwR0PM5ZuU1/do3nAJ7QLNUEsKfGlQz15HT8awu0MwGt14dK1hpMS63whVncwSTSUZOMkoMWVhBchp6QSJIuQQRiCzXIF+CKvbx6bsLrSAIz3vfKbFiyVEjYedxfDHRBCVMnJt3dD0wZTuaCFWMDiQAPAJoCWxPZ1l3e0sgp7VOov2/4tMCqwHKOuaUmQPrFXfPYmgXcdKrdL1LG7/dkBncblWge3hFL7mWS5f3oEA1VbAHqoMeoJSVBsCFrJNQ9Oyh7qGxoLb8OBFF1cc0mZfxfcssaU56SZ1CU6encT6qCCAvTgCApT7UTtUCqMogL+zLeKzrBXFoaPaMsJ89rIKY3h4iDCSI8VgP2SLhY2nAvMdxVGaD6lOVqAKzKoC32hMI6E+X0hKfmv+1z6rq67zKq3YSaAnaXqs8itYn9X6nEWwY1Y8O/Lb44PphbdSXUaUjAGVN1w93sgyCB+aVbu86y1wd4qUPpe3NYXDvvVbv7W3/EMf+hDvfe97AWFv3v/+93PlyhUuXrzIX/2rf5W/83f+Tm/9f/AP/gHWWt7znvcwnU75c3/uz/GzP/uzt9UBfSXbSwb4/PAP/zB/4S/8BR588EGuXr3Kj/3Yj7G/v89f+2t/DaUUP/iDP8jf+3t/j1e+8pW88pWv5O/9vb/HeDzmL//lv/y89jcuapowwAcVw1wqC5yrxlI5g9GBuhF/n6YRs0KtA02jcZWRQS12iMGrVuDc6QPMqMFNo9FLyqJKzbcrB8h1cFQURwcvnhKqw+y4RgOGJAgtjWNY1P1NIoyW0Z56YGgqI4ORUiJiXjwOkEE91hpSezF81Kgodm4N+rqhOxU6YbwIDpIYU3kxf5NK1dLhHl6yDPY9ysHN12wwPjti/PuPY6eO2a5Fh5Bnrfq+i/gnn0ZVNdZ59PaYZmxacBaza3QjM21TyeCQPXkSDk0GhGnwibPrFBJL7JUvYwmL+MYslihIYCiFvNL2XazRlMIavojs0NB3RMyRKVsciFcwPYugpj8rbYFO93t5+QnhoXX6nSVQ8RzBStpGd7a6bv2TQmZLg+MKsHcS4LmT1Oi1+/UKjMcPxRVcIVowM5NnxA2UOIZbnYvgmpk8M7qGJr6LvghU25GVcbSGoCuuh2rIxU9T6DSl1nsLthLQksJSYuYZa3/pWPTUxmKnhSLOR5ieUWw+5bOkT7yDVNYTBSOlKRIbmidppi8I1zGMXl0dYaZiSdFsOTnO0mOMz+ski4AEeJd1WUTdjV9ifhZBT1esnABQNx29e/+zZqcDjExmjfzqZ4KAW9D2dMFP+jux5y+euFm96IxPCLc/t7/5N/8mf/Nv/s0T1xkOh/zUT/0UP/VTP3W3Du0Ft5cM8HnyySf5T/6T/4Rr165x9uxZ3vrWt/Lxj3+chx56CID/+r/+r5lOp3zf930fN2/e5C1veQu//uu/zubm5vPan17oMAvjsNrjvGZaW4wO7B8OqQ9LVK2lqnkA5RR+4AnJnLATssghqgB+ZjGTOoqaEUTiVTsjjhogVAt4CPJ/E9kjVfQ9TACwPgqwJeNhczDrZZ9p1YYYPLAxnHN8PMCHDtsUFMFBSrHP1LwOBERjkJiMzIo4+W7qaDMA6NWzAjeWP+wxED1QgkqGa4pqQ7Q+uoHZjmHw4DnKJ25izp6HQGSINH5rhDIGVRaEwqKqBjPzeGta48R0bEH0GPVYZSYnt7hOWHgTeuAoapySEDrN2JPIOV9+1a6fmD1fpNBWQM+lLIUfBNRWnd26VUqdX/BW6rI+S4Cnux6dAV6nGXb8eE2IahXLcxLggWV9zeK6i9vvzvLX7b/b1tXyul147U4Bz7r/r2t5HRWkiOncUG9pasTRWU9Ufr6LAwnFjq8G/G5fXB8ig6t8dC8vAs4CAzDz1pgwFToNitYBOoVNa/l/1yG9nkjo2Q0ToFY5NIYBP1f4Op+C2EtoCSfbeXv+Qcu2imMpFnx0QfWf4VhGI91PHyT6rlRgeP6YamYphg2XtiT87LzmyrUtUDAs68ywJNPXLtPTBT3d0HxaJ33WAzyqdVFOWVqr7mk3nLUK8JhFEK/iueXtLIOfsal4cPMWAFeONzIAutdeWu0lA3x+6Zd+6cTPlVJ84AMf4AMf+MBd26dVPr+oWgWmdcFBNaBuDHvPTtCHBuukgrOuIyswCDCMAKIbplDEbK3YwVuPr0T/k7OpCJkZkt+d88upyOC9whifw1epJcBjh+3L6IPCat/LRDCE7C4dVMAUjhCiK7UOLdMU2nMIRraVhMrBAomwUGRhr1OINslHFiWmdqPiTHRMrLMFyiuGNx2zXUN5EFDOU21qmqF0wirAwcNjtmYNm48ecvTAhPmOYfOLM/TRHCZjAOb3SSdb7M0pty2+VFlrpHzsuFUMsQUVy2PQZmt1w1cp9KBa1kgZ8APJwFIR4CaDQhQQi6d2s8NyFo+RkgMqhix9GfCllxl0DF/6yohhXWaPTgY8XdzRHUCgO1i3n3fXpffd/vO+kkXpgYn1661qdwpi0nO5Sptzkn5o1Sx/Kdz1AoAPwEY5Z/vMIY0zVEB1pkFVGj92qEqjatG/+cJQ7sHslMYXwjLaYxEh+wNNvePkffGxbEAERt7GCUMQUNP1mFNuGfCo+J3MIKbnGDLQVg35OQ5GJgsA5YFnvi0hVeVEn5T3FY+nHsV7EZMQUqHUdMgElZkATeD05hFm2/eZQA2DUZ3tPELs3kIQOkqp1u/HxFCV0SH3Z10gu5i9lUJcpXZY7TLjs9hMZxtyv2Ubi2AnMTvdv/sZXh1hc2xDU3c0QS8O8AmAvyvuMy8ua/Sntb1kgM+L3RLKP6gH1LEg6awumNeW+c0heqYZXlc5dqRCdB8+V0s9rsjOEKKWx2lxcA4KbTzeGag0FK5NYdftYKxKjxk0uMrkbWkjbI50JgprfGRz4jGoVjytdWBrMGNoZUra+IWXJnLifmHgFISAiK917AQrTYi6nWDIYk7lkayw6NWT3Zp9yzik9yxlT6VQVL0FaEW9aSgOAwf3aSZXvGw7htV0I5ko0wc2GNyoGF6b4weGw4cnbH2uxr3iEuZwHhkZjbdDTB0wsyB1iToDxWwnminWLdBJ4CWJRxcHgezLU8bsq26fmQBSCpNBTlP3Vpxu7aF8EGyQTn+i8EVAbdYY69v7NgB3BgrTdqJdHdci4Flka4wOSwDodoxP9/vr2p1mUK1rXdbnpH2ZNeudtO11YuVFwLMW+JygdvCo/LnVnt3xMVcPNqHwUAvoKTYqAdHx/WxGHlTB7Hyg2JdzGdyMx+YglDKgBoJYVIT4bJqAnukMztNzZ+byTBbHtCntoRNqjVYLIIVS7TTga6S0hQ+58K4AewUuoHxg80mXS1skkKW8hO1muyrbUORsspgyP7s2EjNVwA4brPHST3QYGSCnue9MplLEmX4B5xCkb+oCnqTjSWnq3XtlV4iaE9Njlc+msquFzW04ynQA0Kr1VhXwNCrgglr5uVaBzXKO8iu8i75Czd2FUNedwf1//9s94LOmTRuLqwfcPBrjvGJYNtSNoTousq28qjtupgW4B6cMh02OAafZTuOkdAUgrswjjx44iW45jSldzgZLo9trXvY0msCT+9tSILUxOYV0OitRKuC8gJ9+RWLpHEKAsa3bzl7TY31kmYirS+to6oXUMRMB2zyKbhNQGLQ0j65l9ZR+G7PAM7gxlXSg3rRZMN5Gqn4gM1NvYXpWWJj5TGddjhsqGg0qaCmsaAaUNytcqQU47Y5BweFrt/NM2Q3osFSRbYnMVPJFcWUCb51ZbayonavId/U/MWTXandC9i/K5SxSOYwidL4TWkNEE6QYpZEBcDSpcvhRBoSALZteaKir1Ul/9z5TncFdt2GC7gDQ1Tisa12x8eJyuD3YWQdoumGiO2qr2KETj3tx5r4a6KwCO7dle3rkRSdV2gQwjnLYUJYNx4eD9nnTQUCtg/kZx3zkaJ6QGNH8fIM5NOCUmP01GlwndDTx6EZJAgERnEeHZHssSQRALDIqICUzikomB2YutEqoQwY16TRDDEGn5gvJgES1YbG8TgRfJorwfbRdGD8mBodi2DlgFiZsvvkyVvlcziH3LcnjR8fkhwSKABvtPEojfdk6DU/3PvWMCBdAj01xv4XnILUu4Fl33xe1M13Wpwt+FttOOeVo/iIyPi9Bz6A/re0e8FnTpk2BqwqcV7hU5C4oQqWF+Rh6jl4madPegDkzYzioY8kKeRkaZ/Be08zb4qaqCJjC01QGjo10OtZLZ5gyt3RgGM0RH9y+BcDnr56DBpzTaOOZDKsMlhb1Oyp2OjNn2SgkNmXx4t6p1ptvKRVkFhdrc4WgcohGiiRGWj+Bn6BEnqRkoFReMIPSsUhnIFcnd6UYsKkgHiejKwIadSOAZXCr1RIkcJSElkmYrKN9QHHoUT4wO12Kw+xI9A26CW0YKgKfxN60JynLgpUB3xdxdu3EYyiDFdrQlbcQCslE8zayAfHaCXsUcsjBF7HOlo+DRhIwGxk4VeFlthxbYuxCVJsupqynMMEi2Filj1i8l11NRXd/qS2GxRY/WxV6ys9Jp63S2NyNdqdhrt4xrABoi4DnJOCz6nppFbIWrigbjJEJg5h/dr479KhGYQ81zdgxu1STtFqibQPVaPSxBiNASVc6FqSFJK73KFyaf8QSKilxIBmE0kRNTxTS1xMpLzHfAVNLWNnMwW1oysP+4Jz0ac1A5ZC1T4J81abNo+Sd9SZmJqa5mYdmHChNI8kTpkVVjdJUSl6gxTC89jpP1gam6T1fXWane/96P4jzcqldzLptlnU6Cy2HuNbc8zthUbrfdQvvSNFFlPfaS6bdAz5rWtVYjtwwppgL49LMjQCBsZNQkNf4ucZuz7FRVFwWdWZo6kYypgAxLIyzw3pm4dCi55pgA/5mKUaFA8nQetmla+2LHgfJwjqmR6WIm5NzqQnZKNE5jSN1NpqqtmwM5lnfk1uaoSIvbu0M80oeA21DFDhL6C241scHYscbyyz4CARCE0FRBAumEjDRNBL6MrOWLZmfkhns6ErsrDdbcFHuyfqi/WkZGm8lBRyIBU1FYzM9bRjdcBTHUhPMl8IS5UwZ2s482FY/kR2WY4iq2x+m/aUwRLtuaMXOEVAFEykuFdcpAtQKP/Io6zHXC9xmZzZaBMrNOeNRla+9UoGDoyHeKwaDpidU7w4aRoc8AGdtgW7TcnUMFXS/l4CUoT+Yq5MExys+W5cVdSe+OC+k3Y6VuRPtThfw3Ano6ba2oGXI13c4qqJXl2Y+K+Q9SQC4USgbIqDwqH2bGbv0TCSDSmdMTljwNqBmun32IlAC0anVYwE4Zi4JAF2CQ4WAi/YMvlDiEK3FQFEFqDeFla1H7XuRwteprIobCLjRqXadiS7t0TzRW8lgyzo4oN7yfMOb/oTKS73Csa3yNfNBM3OWmQoY31qBhPzcilXIwDZLIaxV97e/TpvFZZWjUG7pe6uAvQibl5mZVZqZ7ju2ij3tgiCjHNWLFjxSK8Nxz7XdQaLW/y3aPeCzpu1PB4y3G46OB7i5wW45eXmL9gXaOnWENZ7jWcnpzSN2h8doFfjyrVPi3lwb8dRJs/dGoSp5eFUjg2QoPKoQWsKUHlTgzPAY6L78npfvXmfrQhtP1gRuVSMe39vJbFQaOOvaYK2TeHvsNBLT03jNUVXiUUyrgsPZAOdEcBgAlDBGqZJv1v6ECByy+3FMZR+HXPNHBWgiSDJTJabQIRr3eSj2xPpfueggq2F0VTrg8jDEkg+S+aSjg20zlk7dzCUrxZUChJSDZiyPr5kHdB2oNxQ+MjbNCFDktHOpjdWGuvDI0x+BYC5dEf9O/WczDlJWovAwFxfukDLfipAZHdUowtm5zOhLR7OjMONG7j+KndOH+Z5203YBmuMC7zRbW9N8D0X3ImxPCgEAvfvcnSF3zSm7rauvyCxQJ4i2CGAWP7sTgfKdgolVx9fdxiLbcifbvh3Q6a5zEjN1opmiClSNFZYn6Bi67oclA1Bcs7hhiHo/j3IKPVcMr1qqUyKMb85VqEHUpRiPt5owdNBo1L4VkO1UBiEpgzLuSVjNBZ+pDPgbGMxgdgaIomQzFbDTjOS3AHmVxfiDPfGR0vGdRMF8G8zX7zEuK2pv8L+9SzOGS3/mSV62eUOuV9CMERDTzZ5qgmFoDDNXMIt1DVP/VEWVdKkdY1vjUZQLjMmylqbPBFntKJSXH+2XAY0SQNNdfhI46jZDyM7N6XzS8VjlVgKPpDF6MZo74Rm9155buwd81rTUsU3Gc2a2EI1PbalrjSo8b33Fl9i0c/7w2n2MhxXOa27MxlyYHPDq08/y2P4pnp0XopNpNDgJG+lK40cup7jGvcWsLc8b73+qB3jkd2CrnC3RwGeGhzx64zRH+8O8XOnAaCIOetO6yOumAf2wLrk5HS3pSfLAGMWIBCCyPkoFQkEsoqlyZlMGdLFCc2JHpGSFwtuAG6rs2OwtTC8G8FLzaOtLgcnTtWgTrOLonGGw5/GFhjhzRcHo2bYWmC/EFdckk8Ag4TDi5XRD6dBNFcsERC0ERBAVn3gVyGJrl8TN6fJG4OMHAT/2reYnkXYBcbgupGBjAkHxEFEmMDw1o6msAKVaZzEntGJkrUI2sPQzy3FRUs8lNfjc9gEg+gb5jl/qsBOb1x3Yb6cD8EFlI/D8bCx8vtjWgY/nAngWv9M97sVzeC7bX6XbWSdwXnx/eq1z7xePrXKGyhmaxuSMyy7wAbKVw+hxxf7X1KLpm8mV1rVk9hW3DPpmgdtuJDT8bAlnK9l3rSTkpRHn4Eq1rsojYikKmXCkZ1838l57A7YWlJyecaWQemG1CP2rTZV9tbwVwIMWRqgZgo8znPkOvOodX6TUwqbcmI/44rlTjF6+zyu2rrfXMDIvxUJWVRHashBdUbAPCutlvaFpMuBZfv4i4OgIzLv9YSokKuUnUqaWfCcZ/Gn6YMR0QJBDd+5tu046VhNTVVvGz/fW6R+rZr8e8WK0EO6WxuceeIJ7wGdt0x0aezysUCqwOZkxtY6vv/QkmzH+MinnhKC4NRsxrywv27qBVZ7t4ZRqy7B/KKAk6EBobDYHDNmbR8HcEIaO4HXvJV+nUUifGxX4qtPX+OPmPNXVkbAORaCOJStmleXKdIOL44MMfs4Mj9kdTnnk+hnqxuQMsF4WUJCOPTjVr82VwI6RsE7QQVCADVJ6I2mHYhjMHglSUA0YJ9kn89MKM5XQ1uH9iqNLJRd/Z0b5+esMn9ngylu3scfSqZ/94pSDh0a50y73PcpppueiPqgiZ2WhpSYSJEYqhtmisy2+/d3Nnll00VVxIAkm4AaBUPgoYmqZraAg1VFT6RqoQPARGQUVQ6QS4iw35yvdaENQGOupnTCBzcAw3phjtGggFpmLrrVCei6WwI7qDxr5u3fQ4a3Ttyw+e6vaqrDAiet3gIVdYwZ3O83QumNbYnxYFUrp6qw66cqJAeyEumZNwfGspJkbdCE+DYteSlhPvRWYn3dSgHhmeu+O3TfoBuoyZN+vxNqAklB3o+QHWm1aIGd1KUfWAamO+7IvEC1iKVqcFL5KIN8NY7HdqJszkQW1UwFFie2sN+A13/4nHTGxZ6uc86a3PMLpwWEbOuoIhot07/B4NC7EkFQwFMpTB40PopEsY7HnoakpVoiFRdu0ho3JIa+W7VkKdYXlbS4+zwbfAUjJuCw96y1QS+/VQTOkchaPsOUXR3t5e8/ON/jcta2Vx3uv/elu94DPmjY/KmFgeeuDX5ZBiMD1agKQQY9WgdfsXOHZ2SZzZ7l1Y0KpGwrleWhyk3PDQz6vz3H9ljj9eQUUMpjqI9N3OB74zAAt0rtpX93OOsWazw4PGd9X8fjWKZ7+3Dn0XNNcHlFvNyjteaa23DfZi9uI1G0QzVBVW5zTNJWhHDbCPsSBmWDarBAVNRyRCZK/EU+SWGsMryBqgFCq52i88aRknhw8qNh6VJxtg4bh9djhblqKyYBqd8TksuPwPkM9URxdGufsK4IIOHUdC49a+d1o6bu8imGsuN96QDYmzPWOIsujXav3kfIVrY4pIMxW0EDpo2mjnK8wXm0ICuPRRcx8M1BOKrxTaCNFHMMQQuk4vXXU2gx0wlSeGIqyAT2usKXj9ecuS0gyaJoeEF4BfuPz4bmzatGrPuuxG4uApfNnF6h0l60MTy2CrpNmqmo1wDkJaK1jd3q6nBPeneVtuM71M73PfVDMGisJCl7ja3Kmo4phbxVDgn43mVwpMbQisoSqLVWiAgQnz6AvAxxF13YbIiOs8ndMdG/O4DxeLznAyErG0G0zFsDjB+BGATOXUHQ9UVnrphOGd6IbAnlnJB1fAFI2B4yZU0NTR5YlZKDReuQsMi4BG0FjgadWDhuvZ9L/AAx0swQ85fv9rNMlf514X2zM5kph485dzf/rLncLYGZVa59lEfY5FE0w3JiPmTWW/fmQg+Mhn1fnctZuNS9oDucrt/eVaHdF43MXjuPfh3YP+Kxpaq+gHpsMegBOl0dLHaiJmQaAAIqOhfqmdnzj+S/xqfISj10+jRo4ghINSCg8+lopMfqN+FLr1ll0Fc0LfXFdWmfTznnNqSs8fWoH32jUgaV8skRXUhPq8Z1TXJgcMDR17uRfvn2DJ802V65vpUPHGI+LdD4q9Cu1A2lBNicMkLI/zKHGzBV2Go+tItvgo2C+pZg8HRjc8hSlojzwuFLl7dRnNzh4oCCJh/1AOmUzk899AVWctRYHsPF04PisHI+3CUDRc1vWKgk44zWsYlaaUrEYaYi+JwL4MvNjhKEjFZDVAXQQAbci1xyzw0ZYurJNzR0NGsZlWyIk3UPVyVpJbMGVvW0IMNyc45zmzfc/nu+rzDBNr8PvbZOOA3eQdT0q76MLYlZmcj2P9nw0OIvrLKUO89y2d1IozHbezS7YWRuq6+67G+IKLQjUKnBwPBQGtNJQGXQCycrAZiNAWHeKdqZQMAKWpxcD5U0p62APNT46uvthECQS/w4m4IZBTD9H4A81xaEST9FSnv0kOI4nIGacEfAnJsjMVDYNrTSoVKtuBjqG5JQP+EJRR2N7X0AzChlYlLqJAEU8cEamysBn8TlIIKPACchQUAeD1p4BTWSCWh3icoaVl5TxoLLgWMpGLIasEuPj8k+vpfu9OLzH5S4xe8H36l61Ket98LNXjWi8xgVN3RiGZU1VW7xTNPMCXxvCUcGL0QLqjpjUe+3O2j3gs6aFWBqi6/yZmlaBR/bP8orNa3k2NLQ12nr+r6ce5tVnr3J2cMAgxrG/bvcpbk7H7N0aY/Ys7kzI7I4fBBg5qcJOO1vtzjiboJm5IVoFTpdHnePogLCg2T51zP7eCL8dqAaG4oal3FM89chZtl4/Y2zijFSJSHB3eMz1YoJrDK7RMhtM2UExpZ3kJK3JGiAFMuNMKdSN4sK/DjRDGD1bE7TC1B5XaA4eKAgGhjcDm4/PcEPD4Ml9pi/bpp4Yqk0V/XekUGo9oa1RFMMOygmICR1QVG3EgSlpeSySIRNDTSDanWADRJM4dIfZyVlaoVdkNGhJRw/WixElCmU8pnBoE0SwHlkdMbCL4vVG4waOcVnnMFYCOMmYTXd+fFCc3z7Ig0ay4i+0y3S/XWIpljUGEAdpvTBDps+ApPu+CoSsmwkvdrSrWJ9Vn3e3fye6o1XfPenzVWCpH5brA551IbOexihqO0iFKuN3miBJCihQtUI3onHzRXzW9qyAjo0G0jsTn9vkpRNsYH7GSegXYUrr3SbWagsyefCIH1S6VF7hTjuUK7FBnnO06HESwFFBnKHTu5I9p5SwO6mpENPijQiXVQBdt2UpxKCTtrgqgUJ5RqbOYCcBjZOcigVYxEmA8riQKpk7nFrPVsi9A68kVAag12jNzEnHEp//VcvFk8dn9sekMFeQEN0q8JNY16qRYVIpYXLr2uDrSCGPX7x09nsGhnev3QM+a5raqtnZFlv0xRmzIfDa7ct52ZnykIvDfaZ1yZVrW/yJOc0X1WnefulPcud6fuOAvVtjidMfWNHJRIZB2Y5j6QLo+cTTD1BVFl9rimHDhVP7vHan3XdqR67k1rNitqH3LH7kqc7VmFlBeUvEmd2BoEGzVc543cXLfPqpi7I/L5oTgoRgsAG65IUBXMgV2IONHbfX2GPH4X0Fh5dK7AxOfb6i2jaMn3UMbtaYac2tV20w31aYl59hvpOYlUgkxbTzXNsrCABKoEQ8TGR8MHNaA8KCXC4EHcP8JoKZGLLSlQhC24rUtCUnILstp/R1Rg1FZHMAirKhsPIciKhVvJRcI6An1Bo115gd0eb4ZBbUaQnwpGrSXilKPcejYkihySGAGIWgSSMRqwdvH/dRe4PFt3RX+nwhdHASuFgEJz7otSGrO2WNuoBr1TGsYpB637+DEFgLcvqfnyRkXjaji4NyZHp6gEgFXK2zx1XQAhpME+9xiA7heyXVA3PslZLmfA1NemYlHKycEjaHCFpMso5QZC1uZJu6BY2bszX6mSKGZNtn2sxleznDsBNyznYO0ZBT1ZEZiowpSsJa3TY/7bj4Vdei5soxiIxPZldu45nTLewJ0lWk5xw6bNBC80FhVBQmBy8AKAIRaAf7lJIux+KiW3Q/XGbys7Biea8MRR+MJ33SIvjxQUlRameYVQXWOOra9vybtF4PBO+1P73tHvBZ03ZOHfP2S0/QeMNJDGOahWg8r9i5xqioOKoGuKD45PUHeOvZxwDJZFAq4C7NsU8Oqc/W+KGTWbiWchRKBZ482mbWFFTOcDgdUB0X6MITvKI6LHmyPkXtDG/YfSa/4D5ofvfRh2Eq9vnFvmI+ET3K7KGajT8uuDkdc2m8n8NyZeykGm8wsaSG1r5lWXSQrAcbsriXxJZ0iqbiFejA1TcVzM94fBkobhpG1yzVlmaw59G1Z3Z+RDNUkmpLxAUeYSqS7kYRs8doZ85xsFGOXCesGUfavpZ0X5D/uyFtmD+0+9GVsEpN9NUxU5233w1rSaZWYLw1w3uN94FB2WRn5Fn0O/JRx2QLRzU3YlEwcpRFI/469EFCF/Dk/6tA41sdz9hWTOw8d76NN70Be9Wgk1NvF0JbqdUx/NV9VrttHSjyC2GG9lyWdtFZZ/2MPmuRFsNcJ4GeFZ+dqNO5Q6CzGGZZLEmg44OZBM+p1EtwWko2VIWEpEZBGMRGMXxWM70gtbia8zXaOkIdn5XSo6dazCvr1lFZ6vYJ+BGKJnKpsR6fFApWKBOotzx+KNtJWYS+FIZKNUpY40AWU/syiDFnJfqeZgMpZ9HEyYVLAn75+763PsnucEoZQ1sD3TAyFUNdZ+CjlV96Brvp1ZoEMlz+rHtdu2xQ/1lNoLMVGndFyl1AaxBGdDHMlfa1qvXubbxI3ZDX0j6VzmDLB8W0LjialTSVwWmNbzR+asWXSSn8Yimgr1AL3B2Nz4mD2f+N2j3gs6b9mQuPYpTFZxqgbVp5PnPrIg9v3mCnmOblD4xuMonhpD+6db5NJ0cK69mBozoscffP0MCpU0d8232P4ILif3v0tRjtuX40kdIY80LqALmY6RBiOKPWPHN5h/3pkLoWg0Q/t3AsWSSqUWw+FlDOMj/j0WfnHH2N4+CZLT4LfMO5J4DEBsDTR1tLoRmImoU4iwxNEvOGnLpOo9B11CvowOysx4+lM6q3pcbQ+PKcYBXVdsHhJcvsNOSMqo5+SAVyvSwVyAUY5UMgskHZ2RkJb5V7LfuTNA1JCKoC6KmWSugBKRKpQ9SdRoBng4ggtIS29MBhB46ycFQ1lEUyivQcTgeSUu4lzFWWjZhHVho8mKFjVDTZir/3vLCq0KLj09cvcnbjkB074/7hTcamYublmZkrS91hfIClWXAOB3Qez1akq3thMxnIF4HD0qHmdbvbWwJMKzrPPKgtsEJ9cLW8/VXtJICTl60AOkv6u0UAtIqxUC34EZRNJ+QlwNSUDq0D9cziJ46wHVGzV4Qjy/xUoNg31BtS6Mo7DTZgjjRmXzN6FqotRbUVcmaWdCsdLVBAWODsxo6EzppkIhrPoVG4icPsWakfpzrdUyCzRhDZHdNq4LSSMHEuOmoCbsuxUVScKo+jKaBnZCo2zDwDn3Rtl9PGpWWWR7kWDOXMjZaFyfe9e//zPdNoXI8BShlYJomoO/qexTD/utYFRTnMtQB+Uoq7hDxbMNQEzcHxkGZuoiVJ6lhibUWPZFe8SO1eyYq71+4BnzWtUA6NRqs48nZaGsBqb7JRVpqRnB/sA/Apd4mhbXLmQ6mbSJdLNfS/8NWfke8h9K6JrELjNPNpga9MdHtFOmIVZNaJAq/Eu6eRgVfPxSY/xIH/5msC48sQrGa+YZnsHlMNLPPaZsbHB4WNg3QRzQ4h45JI58oooOL+KSTOTa2Fwu8IgIMJqJnBHmqKI7BHFfaoYv8VE/ZfpmPWSMDMpLNPFvwh7TR14B0mBiJAShlYKTNLi4bBG6Hx/VgEzKqOjFG0DEjdRL3dis9FyAwhZmzhleh5ioC2ga2NKZpYZNS0YsnSOkynSGxhHdO5zP7HZ4/Z3ThmXFRZl7Mowk3LU7YMQN0YLu9vsXNW9FeFarUQtTIi5lzhONsNB7igKDq+JVkcmul8uZBpJn4nZSV859i7wCm3EzaxSvy8DJROTjvOy26jzTmJyTmpaGU+ihTOy4cn4Kc7wDRBwlyT8Zz9WuOdwpROfFVqsaGgsj3zy/xbQXWuYX4eBlctW19S7D8cSJYKKj3rMTNxSZPrlPh/NUrYnviu6WMjruBOQU51l4lRBj2+E0aOYCsjFUXW533j1zzCdjFly84Y6CaDnSQiTqCjf2374f90/bIPTjoAWANyOm0BIJFBlcu/jYoFTZVfYp9OYnvS9vvMVHt8Pb0PgGrvvYlsn3cKX0Wb91rBIGBGDe7Yin3I+j3f5XZ3xM0v3vH+6W73gM+all72dTVeutXOE+jpdhBvOfdlPnXzUl42sWJ3P9qY47zOwue8PWdQyjGfF5KZZT1+ZtHDRnQlkQ6n0VJUKnU8jjxLnDwtzMfBywMHDwd2P6OZn5daUBd39/jaU0/nmZdRgTqIsV7XX0YpGZClxV58IXyUMlB0pQkNjJ/RFIcSbtp+tKa8JSmex/eNuflqLSmz6Vo1bV+XMlFIepsY/urPYNv9poHCHsH4ChkgVadE8xC0lAtAZDi4kZdtpXBdumYxPT54YblUKQhMG8/OcMq1ownea2bOMC4rNgZzNgZzam8YFXVn4A1wCi7t7DGMvjuJ2ek9S53Mv1bgLJ1tVVlmjW079Nghi/iy3UbXf0S26Xqi0NS64lDfmcnm7614npdmkr3BKq/V2cbSJk5mcRZ2+VwzwfrL12c3rlpv3bZy9g5k/YdREt5NocO8L+txTlMOG6YzyUkvS0djPHVd4rYaYvQzlnuJ4HPkM9jeeALMLDB8VjE/3TmQdC0jCO96SIS4TSCDHtHDKZhpwtALgEklZZoO+In3NMusIhPqo2lnepS2iylny0M2zYyBriWc1BEOr9LldE0A5aAScOistARo1ixb+KwbDsuGn1HPYwg9BqoHtJaOsT0Yk+OA5HPSeVlMEAhqSfBcOyNFpIcCdEOhctKH0hBSh3WvveTaPeCzpmUg040Dd1rKWFgEPanDOFUc97ZV6oZXnL7OE/s7HM/K3mepNbHDVDoQGimG6uems3uFKlwU2MpMtdgzDJ+FYgo3X+s5928UR5cUzW7D3lcpKAJ1bZnVBRM7F8FeolM82SivsE68SLzMcLUNeOejFiHuPhUvLTxqahg+qzDHivv+j5sEo/CDAnv9EG7cgo0xI6OpN0foudD1ula5RlY8HVwZQ1yLEaLYn2kn2gQVxH5fNzC5LNWojy7IhRleg/mu+JfoWjJufMzmQiEO1LYNF4SCWCYkjgEqoIvAme1D5s7msN/moMqsGHG9lC4TgpKw1rBaGcbqtsVMvWRznwTTuVI1LSAqtAO/qGPpb7edAboMipKPSo2RQcSbteC9C4J7s+KOr03Sbtwu3JW1HSuzce5cn9DVrd0JyDkpLHbSoNg/n1b8mkJeKStup5zy8jPXefLWDlvjGdNbQ9zcMh5VVPNkAx4BiqetsD7TuIlD1Upe1ejJUx5CvUUE4vFdSs9pypIMZP+ooASlhBCBTWjZGjXX4v8F2Uk96eGCDlJQN4qZU3g5p81vOoanp+wUU84UB0z0PLLc8fqjV+pyMijP17IF1z1zwAVg0mNmOr4969iaNPVKgKcVsXcB7eosR/l+y+y0+q30vPuVYa9lwbNiMKzF66yO9dXSY2M8yoC1L05W111zbr5H+QD3gM+JrTsDWGxvPfPlDHry+gsv4tjWGRSdLo44d+qAK0ebVMbxkadexYXJAV+382QGHnUtseQQ9TxBgap1mz0F5NLjSqzz69MN42csroDRFc3NV0sh0OYUuC0HlabaL9k3Pp9PDo1oGSjGZcXBbIA1npmLRVU7L4jqDPY4JVlowWCOxU7/iXed4vRnG8Zf3qN55IvowRAVPPaKxR6Nc7mJoNtsrKDBlcImqarNREnusiDMjuxYvmNqcaBtBlCPNMVRYHpaSZmKNPCkYopRewTIMZeeUMdZsJZzEsZHQhe7W8dslHP2ZlLOo2oMw6JpzxsZdJMeyseaZrPGcu14wmY55+zoSCpWr6jY3HWeBemkG6d558s+z6XhTZINvwlysjpqdNaFe4ShaP/WodNxx3vs0bCQlbjYFgej7vHCsp/KIiBaamt2dRIwWtxnWv92IEeWxQnHHawLLLEECQQlpkf8fLr/V/lHq8Bge07zxIRmU7ehUxtNLVHCwKqYJdgJPwUDg31HPbbyrDsIpSQgZG1Ph1FFgYpoJViPamI/EFlPkH2rmY77CVIoN7QC6hzBSbfYivBZOTh9/y3efO5xdu0RO+a4LxbO4Z4WICQWbJEJSmCnC37kuures74IgJbYmghwEgDvukP3/7/6vnb3l/aZtxM7nN6+O5lei5qfNNNMxaC1DtjSSdgr9c8g9869eEjinrj57rV7wGdNK7RDKyuz7BzD7j80q0y8Uvvd6w/zDace7zFBmsDmYEbjNdN5wRPNDm/efQwAaxzT45LgtBigpcypNJZ5BYNWqxJqk2d5t762RjnFqX9rGdyUz+cXVStEDor5cRGZB9dL6yy1Q5dzjquS689uUk5qCutg0OCdzDSbmW1nO7GTVo3i4BVRjazh1OeVdAJK4+czlJO53+4fX+DGq4U18kUAJxkpIcqVdCUhMl2Tq1MXB1AeiGdJytrCQR3N2qpGsfW44/isEUZoKhldxWGsaL3tZbBI/cQghhwKAZBKBezAUc8sdlIxGDScHh8xtjWH1QBjPMNuYdB4vQrtetXuUz2jaVUwd6KfGpk6A5+u0HdxYP7E9fswOjAwTabwU5hBd3x5ThrAe88ibeqwDjJIOQIalUNhKW03/V7Y4mq2ZjHNvfs95ZcKJ64DWf2sqc72F2bkS/tfw+Csz+JZHoiSFko+74uwE+DzHQC4KHQutWNcSqh6UDTUZ+dM94eYgYOhpCOqWNcODcV1S7PpJYsrvi/FcaDa0MxOC/gPA59ZRzmwkIWyqhD2tRvm9ZUURpWaeBHgKC/lL1LoebZwT1V8/+Np+lJYz+/4s7/PhplzqjjijD1grOfxmuheOQfRkS2DH7mmLQBaBD9yr5YBUPd6L4a70pEXawBs2t66sOUSIMp9tu6Bn6V9r9IYxYnuzmDG/kDy/vcOpCaXMgFFwNUWM2x4YOcmjy4d0Vem3Q3G5x7hI+0e8DmhLYKZNMPuxr1Tx+CC5g9v3c/N+YjGGb790udWbtN5zby2fMfLPscp24bDLm3tc9V4rl/ZQsX4vWpUFkGKSFGLwC75fJQSilJaKPHDB2D3s4Hy0HPjTUHE0TElNjjdOZ9WQLhRzDmsB6LrcZrqxhB2Z8JCFQ1NYyjHNfVcnNGUFt2Mn7hYq0uElUcXLRufB7O9hdqYEPb2UeMx23+8x97Ld2iMUPXBhpxCrpzKxRhjMhP2EE7/ccP+g1bOuelkc8UMldlpcEOTBdL1RDr1SIRJIViNgJ/MlsmHKorLjfE44xmPqizsBulYndM59Fc1lnEhtdqsFr+dxQ7I6MC0LrBKQppjU/dSYtN2u+24KlAqMNJVT0Sqc9gl5FlwLyMmP3duCXR0Z7A+mMzwdcWoWYwf97eYdbUIiJYyydQCg7SCKVpVRXrRhbff2mNZBXTuJMure6zQnmfceu8z19tPm7qedD8mphImI8OdcsrGqTlfvHWGrdEMYzwHf3yKcMmho+A9RBF0iBXZ2SLbPhT7mmYAxXFgfjqGqRoNheuNRMHFQqJGCSiKjy0g5TFqTZvuLoxmKiic2aUkW2kQ4b6m/bGSfn/KHnOmOGTbHDPR8yX9WLpmd6MtadNO0OYsu+Ivg51FgLOoN+oCrwS6lkJdXWZpSefV6n5OD46YTayktc+LzPTMjkvQAW0Cb959nI8+14vyPNo95+a72+4BnzVNEXpxYE1g7i2HbpA7ycePd/na7Scz+Pma7ad49PgMX9pr1YvZVCtmJfyZs4/y/zv8Gsa66hlufcuZR/iEfRnXr25JCKp0kvwxNRIO0kDpUGUQ3Y8V8au2KWQD9X1zrk4K9Dz2gF5JBXEvZRn+7d79vH7r6SVAN3OWw4OhpGY7mN8aMDw1kyKaxuO8phg0OKdxSddQeFQQ4XRQcHwe/GSADgGcgxAIe/vo0ZDRFamoXm9BNQ7Z0M3MVJ6I6Qo2ngzUG4r9B2KWTOwvi0NxqE2hsqADbiR/22PRDbmhbNObaFo4VzgLyWcIiOJtKSZqTIO2HhvPb2xrKmfwQTEsaqzxbJRzbkzHov0IRP1Oe+1mjcUozzB+99iV7JZHUkcI1Rtwu9qJRw7OcnAwYnNzmoWbK71nOozPKj1DN3yQv5eFuSk0mnQyq5/zbB6Xv78c1pKLt24gXMHSLBznbZsSkJMqb/e21WNVVwOeLshZCYoWQ9XxXFoAFB/CGNrKYa4OMEy+SoV27Ayn3BrtoBUxMxD0MLJ8tWZ+QbVsi1fUZxqq6xZTKQY3lIAfh/huDVwrelMRvM/FSV1Zjym9+EaJ1CeDIRUBl4oFg9P3pahc+2e6vmjxEQI4VRxl0DPUdbwWKy/tc27rQEi3GdWmqadnz6y5h6tCW0sOzLH1K693WCDFcqgrTix8p4/vgx+4f3iT+4c3cUFzVJcczAY0Tpg3lCQ13GsvzXYP+JzQfvXJ1+CCzsZ1jTNY47Cx0ymspCa/LoIJo+CrJs/yqo0reRuL5nIbdsZf/qpPyGedTt4QOD/c5+EHrvLol8/zza/8Im/YfIp/9NvfJn2y9eycPuLgcNhmI8UBvYgFRrUJ6EnFoKzZe2Yrs7aq0TBwfPbyBf7k+hm+46HPsWFmaAJ/dO08B/sjQqNFaNkY1MwwPxhQTiqh0b0AHDePKSGxI2GmpUL5XLxKMAq3t4c9fQqmM9ytW9itTc7+3i0wime+eZugtTjO2hjiqsSPx06hGamcvBbZd5E0Rb2TuM+KJsKXcu61VZipCMFVg9Q/UuCGke1Jg4D2aCtGkUURaxBZTxPZnVILk+N87Py0p9SOc5PDnMFXGsfYVDSxs6yUYdYUFMYxsA235kMenvge0wJkJsMHxTOzLT7z1EXKQcOZyVG89612QVyfwQXT0zcstUW6fs3fRi0zlKm1IYyF8E9etwOKuuBhDQjqhpRSW6UPWmzdra0DOqvT+vvXZp3+Y+l4O2Z1bWvBT2Z7OrP/sa141amrfOHWWQam4fTLb3BrfxwZQ0VVWcqy4bgathRtkJBwcIqDr27wxmLmSaQcQ8O1zsxQ0vsoFcBpdCGlUpRWeKdRxmXgI74yCmoVw9m0xYMb2hCXSYJnJadoJazqURSq6YU9HXrp/q3K6lrVVrFGiw7Y3fufs7MWBPurQNLK/S0s74quFwGQHMsKnU8n26ur++m21HdvlzOmdYFSMN6UItXffO6LNEdrnrmvQLvn43P32j3gs6b92lOv5YAR9cxKemoAVKCxou43VrQeX7x1mjdsPZW/t4rST2zPutl7Cme8fPQsLxte5zdtw9dvPQ5AcWqOqzV//et+m7Gu+JnPvY1aB5kRKvBO4ZzObIbWntJIxsbsqMygBx2ojgqq2ZB/1byO0aBmVNTsPbspFLv1KOsJg+gZEkTUqwh4r3DTWATIekKlUZWWkJJ1DK9pzv3rA9QffRHzqq8S5kdr7HgE3sMXvkT91tcyvuqxM021ofClZGOZOuCNCJR1I4aE5VGg2hA2aHw1UE+EsrdTmO8o/FAYHT/wIug8jmLp3UbCgFHMnJpSIiK1ZUMIKvvzDIqGQczK0CpQZWG3AKCZs1jt2SoFhY1NxcA02CDOyt3U9Y1SMuZstNTvWvSnzvOp2S6/88jLGW3MeeWZa5Ta5VpI3Vls95lY2xYzYxbAj1QX0ZmtXNW0cvTp8xWDXIcxWgWCFlPbV4XL1rVVDM6dABxYHiDXhb9W6z8WziMDoBb8WKL73yrGQXvOjI+4fmULN6gZDWq8FwCtrTA0IZa0SKAjBMXRgx7dSCZkYoSSYDnpz0wpYdh6ZrExg1PrQAhtEVQ5djJTlEK8eXnSBgUBOjmbK04i/uFvvIu/8W3/O2dtrBUXoM2jev5hrlXgB9p70wrR1z/Xi4Dmdr5T6zRH0AFAoQ17rQI/S6Jn6OmaHPB1O0/CTmusmN7ZF6tSV+CexudutnvAZ027sT8m6LL11ggyE/e1gSbkei2FXS6W181mWGwn1bsRut/xnec+m5edP7XPtf0NNrXMMqzx1LVQ7FLqIv4/gh5rxJdnczRjdlSSnEZBCbWuAvPrI+bNmJsDYUVU0upE2j5ooNI01qBjxkrwQtvrwwJ7LAxLcQjT85rJU6AfeRx1Zpf5pW2KG1P89hh3cZv5qYLJlw9oJtKx2mlg80lHtakxs8D0tKGZyOUdX5HwXT1RNCNQDpqxYuvLNTdeXaAbGF6XZc0I8CnjTb4/2JrHcJxUmA9eoSPIKQYN1ojzsjXil2ON57gqGBXC9hzVJYURz45sUBlnqqV20XxQjC1TRlyhHU20NviaU08z1HXbWXc0VZ/Zv8TV4w3KcU1ZiE7m63ceY1PPpCONs89Us6gNgy6HDmTbsKRX6HTi3efwpOexO8PtsTN5QOkzQ8lZF1g5yMk21wmPV6/eX2c9yFmv7Tlp1r0azK1z6+2CHx1CLwnGBcXANFHIXjHanmGNZ2gbplo0INp4vDKiyQlAMJLxVUn/gQq4sYibA4g42QSU9mKM6LXUzCtd9oxxjVCeASAoCX0R2dzuI5H8fGIV92wdoaUby+cSYKgaCtWsBSvPt50EanrrrRKyr+gb193bLjBJrRumAuTa3Qb8yHqtwLkX+qK1LQE49iVHzSCb1AJ89uDSHZ3v3Wj30tnvXrsHfNY0V1n0EAENSUw4MwTrASWvd5kGyX7IClZ7VKwCPR+5+mq++cwX2TQCbPrb8pwaTNkvhvGzwNZoxmxeSAcJaB2iCaGUVrDGYyITMdqQ7BNidlaKUA1OzXLnqRS4WmNLyXIKVhyQ1VzjrSEEj7bicqyODOUtTXkLJpc9R+c1oyuaagOar3k5V75hRNCw+VTB+Ok5s7MDtv7gMsdffZYQR8vNx+d4q9EDJaAnanUCUEw99UhTbam2bpeB/YcL0JLllYo1osDMpDcPhuzZo1QQMfYsVlTWoHvXRXxzNgczDqsBm8M5D23exAcJHxrtsUZCXSmNOd0XqQztcSpkIqAwDhPkeidTSqM8X5qekVpZQdEEzX41EFZoQ2j/r9t5kk0961eaXpP5lNoq+n5Rr9B9/hafN9NNWabdhmxzQaRMZ3DpMUOd9dYAnEXd0LrWLUmQfq86X9lmh2WK59U1uVvXllmteA6LbE9YBj+pXE0LAgOb5ZyZs8LWRQE8yHuko/BYWR91eAFKQSeh1pkBCqWUR8n2EIVkGUrhW/L2QgIykekJMZ1atNei28OpHtujGnkvfDIEVS34kY0FTr3iJuMoak5s9FdiQFwHWk66Z6sB0YK+Db20XjYlzOuofF5dHdEi+IHl9wjoAaBCO2a+4OnpDo/cPMNrTl/BB8XMFTx6c8K99tJr94DPuhYkyyKLCW1ATWphGRrJqlI68OYLT+CD7jmKyvdXd/yLYOjbzn2eoWp6n3UHgDedepxXbV3Ng8DANB0qW6Gj5gikg0xiW6s900HBVA9E2OgVwQf0sGE0kHpiko2iOHYD2X/hc1X2MNd5NukrA1ODOdbZRNCVilN/0nDjVZbpBXj0Lw3wowYahS8NG1/2zLcUlAXHFyx2FjslH5idsdQjASwqAI3gy6BhvqMlW6ur7Yn1hbwh1+UKJuAH5Gru5ljTzA2miAzPsKGeWUzhsMYxLEXEOSpqNss5R3XJtC44OzkUcOINpXH4yLYkxqe9bwGrhPXRQWGivqqMKe5DIweSOuDr8wmN11jtqZwwR2Nbc2F0QKEdF8tbPZdcvTD4rwICrTlcfwa72GlDO86tKyy5KEBeBYp6bWUa8npws6jduO16YdkEtF1nNQDqVzJrB7Cl1lnWzdzpC2D1EvjRMbur+/0HJjf50uFpbs5HudSLD4qt0YyBaagbYRurOqJ5LVmMqgmSqTnTkhKd2NWBBxWw0czSWk9hHY2T7QYv+p6s6UmH5CLwMSEyR9JXmbkSp3Qd2mrsJmmO4P7XX+avP/h/smOO+9cVT52v9yq7g9XtJLZtHcA5+TsnhcFi9fSFjL3FbaZ3sAt+UjmKvqC6P0ldDH1BtJQg8MT0FI/e2uVwOuD3Hn+I8WhO3RimR3f2nL/gFu5WqOueTgjuAZ+1LTQKreN0aeQwpcOW4m3jXTsAXRzskc3nTmB7Flt6wdaBnjQInCv2OVfs5xfWeY1rNDZ6+uR5eKz1lVpiK4phg2s0fi7DhIopsEkT5LwW4a8OgIdCSXHU0ueNh1pTHBjsDEwl40A9UQxvItWePfidBjNoMNZzbIZce+OE7S9WcHBEMzyLKxXDm57jiwMBK5F6TyUsxMdHYebiOKviMoB6MzI90YDND0Lr/mxUTtP1hwV2dyaaiHiu3ikwYiMwKSu2yxlHdUnVWAlTeU3lbb7m3VpbybOnq1EolPg6aRXYsHM27BytPAMtYQOjPL9742E0gY2iQisRSd+qhpweHPH1m4/l9Qaq7ulcPL5lFxZBzxrtQvchWDdU9TJmOmv5lWCG5VBAb1t9JmhVez5pt0YtD5TrQsgrv08CTW118MW2NCDGa7FYriAb2IV+6YrUhqbBDgSoHVUllTPsjo6x2rM5nLM/HRAmNfW0kEmSTzOI+FsFlAZfSeZWeicHRRPfQzkmV2spQlybWBSz9fdSPmmIRCukXJshGUxoa9YpFcP1svyv3P97DHVNqVp2spd9pfoC50Xt2WKyRu/+3GGo6iRwI985iRFqPzsJBHXvdd6v6pgspluySufDsiVD5SxKiS7weFoynZVUxwXuuDrxXO5Wk975Hmi5W+0e8FnTVKPF/3/k0NaJf00EDLZselkK4sPSnT0tz7JXhbkWBay3863IA9/cYKxnWNZ5Zqghi21rb9gs5yLAM17szrWRdG+n2b81RhvP5tYU71Wbtu7kcQiVRpUeXTipG+ZUNhokQDMCo2F6xuAtmCk0exbOOgZFg9uumJ22KF9SbT2I8qDrgLfCFGkHvlC5InvQoJuAPXIEraK7s8LOAs2wZd1SzS9VKcJArlGIFeP90KMGLlv9N5WVdHXrGZYyE791PGLWyDlOykpS123D0NTcmo/y3ylrq9T9bKfu/S604/7hTepgBPQoYW9mvsAHxZnhEYfNAB8sG8WcUkvmWGJ5CtUsdeKwPHgsijflpOPvbEy4OitrVcisu25KK9b0Q10mpeMvLFvJBK1qd5gJ1G57laB5OXx80jonHsMKYNdfHoXiC7vRysfrkErTyPv6ssl1jAocNiVfPDjDwXxIKktS2obdDUfVWG7pEdVhKTYR6dJF00JtPN6qdgCOIuZCiyjeaE+dOK0U8grxH4WUxlAinFa1+GEFLVYR6LSygB/VKPx2wze+5k/YtYds6WnPqRkEUNSh/X+qVyV/Lwt+17Vltm4FeD4B2OR1bgOOHCu8mTqWEcvJAssO04uMaRf8dNu+G3HYlGJUWlu0DlTH5Yusl1F3hfG516TdAz7rWkAcf2N83TtN8DIh1NbTBOmo/ujgIm/Z+ZIMFgsvfdc2/eTZamdGvibzwSjPY/MzABSjJmd7mE6pghABglbRUE97tPZordDW4UdxtqgDg1Etk8H4Xee0MCRzhSqkvEMwCXRI+jkI8+KGkn1VTxTBChAK2w2mcGjtGQxqZq+eUu6NMHXbOzRDhanJldaDjX1HECap3jBUGwo7Dcy3VTYstFOYJ70VQucDwvzEAqTKiBZJsrYcPqatKyWA0JYJFGpGRc2kqNiwFWNbcWM+BmCjqPLvlMJutceqpPfpz3zHRtYvIigwBD53fAGQkORmMeO146eZhYKhEvpKxM+iF7oTYenKQUb5HgPUPiPLIbLFAaDdRj+zKYGg3Drhr254LIXFlopAdtdbF3JadX630cGtr+V0m1Gnm6a8EL7IrePb0haGbVkfGSAFaHTfYSk/4tkpprxy61k+deOSPB9KsVlIBmBlDY3X7NVGoOZcJhOhUUJ2xve8GAjzYm0q6aEzEwvEOl5BJmIBuQnxncwan8T2RDFzUJBSvVI47PSFPd595g/Y0lOGnTT2fo22VhOTwA8sh5MWn6e+/qp1B0/Xqn/f7kz8nI9nobV96sJnXW+mTqguJw2EZYfpdeBHti//n/mC3736MvanQ46PBzRHVrRb3YKy99pLrt0DPmtaKHzOhlKxQ/B+QWBYOv7oyvkcHrHa8Y3bXwSWrdoNnlkouFlP2LbTbBOf2irAszh7enK2Q+1FQyA1o2IHGrU6HoVVbfry9nDKvDGUhYMR3LohQjxtPVVlqSpLUThJmwUIoG3AOck2CUUABFzUmx57rGk2W3FxtR07WhOYbE+l1AWS6VZuT9l/Kyg3kgKjx5HdUVBtCqvjBqJBsDNQLkj5iQDVlsZUQbK3RNdNcQhuKCUAmnEUMvs4y41MD0iqcWEdk0FF5QzWtK7ApW0YIiG+UjsxbmwkVJEcmRPLo3XIzE+O90dTQhBdziDG4gyBaDzNYTOgcoaRrnn56Fl2c8Gxtq3r/HWHgk9tnY/KoqYh/d0Pa6UQ3YpsrU7YrC1TsMwGyfL43Q7o6bJEOXuss8ysCYPJPpcZ0NsBnNVht841WAjhdYtUAksM0Kp6TaAz6yPO1ssan0UWbcPMswFmes6OG5l0JHYYFXDKyuTDJdG9PMPOaYrC5XdH9h0y45MAUjCtbxdBmB5iGC3p3IKmfX7ScarAK7/2Cb7lzJ8wXihEmgb5RfCdxeZrNDUnsToC6F3ezmK7nQRgVVtb/oL1BpnpXVoCaQuTjVUOz932G8+8iuOqoHEaF8uDoIBGCevm1dJ3vhItcC+d/W62e8BnTVNFiIrblo5WBJQNOdtCwkOaT12+KFlDxtN4wzef+sLKl/5j176aw7rkwviAl4+vcbG8tT6stSKLZeYKCu0wWvZbxds3KJscsnJe441iZGuGpuH+rT1K4yi14/ePB9RTm3UErtZQkGeglTOYQorxBWWkg7UCfig91bbU2TLHmmq7DVOFIoiA2Da46CJd2ga9Hbj+RsupPygy6AEJWYkWAcp9sfLXdWgNDKvA7LR497ghPTCgGsnkacax2rqSe6KtE3YnZnCNyprD/QGjYobRHrymdiZXoz9uCoamYdZYXNBsxdBgqZue5qcFDzII1F6jtcFFQfsiW5e0Qd+w+aXM8qyqOH5ih81q0Wb7nPQ7dK2WLRW620rNo5e+K2UxFsICKSsr9IHFonB/Fbi5k5DY4pnfLpR1R549PYPF7vJ+WGspC24xc4sO25P3sxyC7v6/MFL6pXKWY1e0+rro8m2sx1UhevzIJCp4JdmSSnyyGmcYFI2wPUG0fNmoMJ1PUBBCdmLXVWSFnMJ3QlzJtwfAm8B3nvsjvmpwmaGqKSJoXwWou9qXxXBqG4o9OXTVfx9OBqvPta0Cuu0zSQ+sLR/jglapI1U4iXmdNxYTrUPC3IhYvVbSL0a27cVq90Jdd6/dAz5rW2gpZSW/xUgMXBQbNrWwL85p5rG68h+581ybjfmuC5/JjEBqe9WQw/mA2hsqb3lUn+GbTz3SWycNYEd+QKFcFiGCvKxGezZHc2a1ZRbrPVW1iaUXpNq4JrAVKfeNYs6mnbFhK6pLhj/88v1UewNUIYaF8+OCwbjGOY0tJEPMjD3TmH6rTQDj8NrjbIBaSS3FY4U9UvhBwG04RrGSeddXZFTUnL/vFtcnG/h/PcJOYXTdC/0eJIQ1uewIGpqRljpcp8TcsBmTO2E3gGADvoj1veZKxNDb8do4YWKGG+KiC1A1Fuc1D23d5FYltFGpHVVMMfdBsVNOGZqGw0bEQ0NTs1sesd8MOW4GWdshpSoSG6KRHKxW75Pumybw4PgGfqRkkFF9e7OlcFLvs4XBfCFVfLFD77GJtwkntFksLpZp6GghiKLfBVZoqcZSL1W4PwAtAZM7zAhaPN5V9bpWnc/KbaRnhX5tsnYgX9D1BN3T/nTy90iFfIUHNfnaL5YfMXjmoeTs6IjDekCpXQ6XHtSSKVlax2xeYAcNwWsGk0p8eYCicPgoPNYqUBq5B9Pa5muQK4EL5hGGp9YyAajJmZGJeU1mhkHJ6f3ot/9Lds0hQ1UzVDVlDl8ugOdumK933eLvFW7dJ4Gc9Nmd6Hmea3OdbLxV7E33XVlVhb0b8oLVgOLYl/zBrQdoojns8cFAHLeHHjSRvdME92JZGN4DPnez3QM+65pX4LSkiwYgDpa+yVwyIDO39FMMm5ziWgeDDp5DN+RUDHcY5XP8/tZ8yNxZfq15HVvFDI/iW3a+kDujJ+anGaiaDSteL4du2NPyJF8aHxTeazAp3CCZDDNnGdsaqzxF7JS2ihmjyZxpiCnqWjQCiS1SCHMTtKIaCvOjjc9ZbOiQrwlxRkpQUk8MqJzJnbdWAY/Mhre3jtm/MGL7i3B4SdMMkbBWFcNXCpQPuIHOWqKe/0icxepaUuB9GUGp9bQ9fXvrNMJe7W4co5WkmqdK9BtqTuMNlTdM7JzKW6zyEp5Qnrm37BRTcWZGMTI1tRcBcxPLGAj0Cfmepn0a5XnrxhfXCpdXtXXhmlVgZl29Lbneqwce19FbCMOxDIQWCZrMCq0SVENvG6vS1nvA4zZtEeQsi27vnCHo6Z46GqZVbFWiK7uC1q4eJGfNJR1cp8J9tw10w8OT63z61kXuG9+i8jaDtxt+jDHRAwsYDOfM5oVMJgKUhYjugbaOXFDRE2jFecfHXMfUdYICH/BWSriEwdUS3gABAABJREFUZFuhkH7LkgFPAj2LpSO6rWfkuA4AdddfkZiR/14AiXer+UVgs6TT6YZol9PyF8FP7/hVWyrGBc1je6eoG8N8VuBnFjVymIF4tykdwNGGH++1l1S7B3zWtfxOSG+TBM7dQTbEyufpbykjIR3Yr115DQCzpuCvPvhxAHaHU46qAfPGMm8sziuOq5KtwQylAr/FV2NjarRWnlthxOPTXZogKdeVM7mWVOO0+PB0inCaVLkZqLxhQ807+gvPxM7ZGFbMpqUUOW00OhYfNdbTVBZvHWXRYMuGprKiMVBBppwJiDgyMPGDAIWwTVYLGDM6euEg3zEDT/PamzTPnKIeRxFmAF3B7JSm3JfsrWozXlcT09sL2Zf2CjOLyyuotwJu5Am1xk5qyTzTIYJO8diZV5pX7FznOLI5WolmZ6hlNm+1j2BGvHaaoGmCZu5ltj2xczZshcZzqxbxc6kbBrphbCqGuo56iZB9eFJnn8Sv0Ias7tTQb+kxPGFw6X23N8vtdMarQkDdvro7y48t6zhOzIxaeyjxGJaXrboGLTOwyBo9jwGlI77tzepDXyPS8z1aTN3vAb5W6Jy20dXiSSjUMdQ188YyNjWn7HF0dhbwN60LCuuoayOWEyZOfuJkorAuh55DnFyZTgYpgVj+ImKSWJsrGHkH/NiJaLqWMjKBGPKKGiJJXXeU0SgTQIKby4O+HEQLLuTvBQC0cN/y3wsAVq+5r8+3tRllfi34WTyeHkN6Qhp+73tR1FwoYePm0wJ/UKI3atFWWoeLYDWFLF+UFlr274Vt5x5rBPeAz8ktugHnh9sTOXEFMdujffgVvjbc2pswGxW5Y9Pa8/j8NGNTcX06zvWgfCw0mpx9LZ4b8zFbxbxdpjyHzYCZs/nFPa5LEdp5jdYe7w0K8akRA0OiIZ/mMNLtO8UUECHmK089y7wx7N8aE2aKUCp8JcDH1Zq6MZQxbBUWX7Ygom+FlgrpA4UfO7Ahr2+0sCFWe2pnKIxjp5xxdnTEZ77FMr86ZnhFbPyDBWdF7FweBmonjrPKkb19dA3z3RDTdQX8jJ5RTC9qnJZrr7SUEEkFR7eHU/anA6x2lKbh1nwECONltaNyNutx0nUdWyk14YOm8UbWVY4mGGysqeWDZqAbBhH0SGp68kMJ+e87AT13KvI0HUC1uN3uMtnmig10QxQLg1iaIXfXcUE6/RQSy1ojlnVFi63rpLxqkMksVE9PtFxLbJ1e6SRTvUWPnkX2Z10WD12A1wE/Pa+f4FnnRp2O9eJkn8eOdrNOTKvA0DaMywqrPbdqeQblnZXtVLWlLJqo25O+oHIGo6V4bq/lyHsU9OvA617/OA9MbtIEw5XpJp9+9H6IBYXxCjUQIXOhmtW6qO555DCRXwbGsDL02m19gfOdgfWT2jKQaZ+dVeCnt+4azc468LPIgpk4mdkazZjOSvzQSbFYJf2h0lIWyMGLBiQC6o6A2+23c6/Bss7wXkstMh0pq8LPjQCc5KAadSoSBlICijy4ynB8OKCuDU0jAOX3bjzEZw4ucVyXhECmtxOomNaFsDrOcFiXNEEzcwVPH29ROUmLnTlhfA5nJUZHMXHZZLM+raRkRXo5nNcc1iW3qhGXZ1t4NGNTcd/wFmcmR5TjGkZOWCsdqA5KaLTMTAnZDTr5iyxeGxXAPziFoQPrs6gYhLbXKlAYx7nRIacHh4xNxVeducbo/BGzl1XUm4HZLrgCBvvSqw9vBJSLzsxWftcTaDY8vgy4sWd+vuHwDZVUafci/rSxrpHWIRcdLaxj5or4YwU8qsDMFVGA7GhiLS6rPKfKY06VxxI6ROGCYu5FrApQ6GhSqbo+PDEtPYKeVNai204Kc6WWqrMvejatAj2y/yb/mHhM636SIkm+G3rbbo03258yArp0XikLKA2giz/dfXXDVJqw9ieV6eiW60jbSsCx+9NW8vZLP/l65fPthyDT+eoV556PdTFMGLfTFhcO0cfHd74feutdGO6zXU45NzjIz9TYVEyi5icJmJ2XI7Sx3MXANpRW3MXTs5LYXAWY0qGHDjMWa4bE7lIEvvv8v+WdO5/hO059mv/HxY/zhpc/yYMPPosdNwx3p+JeHowM5LQGq6uumaZzfiuen/ycx5/+/WmfgzLW/+o+zyc9C+nnTt6JxfvafaZX3cf131ktmu82rTwHswHeaYabc0w0mtTGy/+ViNV5EUNdSZv4Qn6eS/vgBz/Im9/8ZjY3Nzl37hzvfve7+fznP99b5/DwkB/4gR/g/vvvZzQa8ZrXvIaf/umf7q0zn8953/vex5kzZ5hMJnz3d383Tz755Au+Hi+k3WN81rScJg65Lk4wQZhvE0Td72O8p/fsx6yLKIY2kfm4VY3EJbi21LUheAmbjUcVIcBxKJmqAo1kHG2Vc46qATMtWSLOaxqvaRpDYzx1EwXNcWbojdDjpRGNkTaBurHsDGZU3vKG8RMUynHghjw13uHy/hbzTsgueIU+MoRhg4lho6NGU45EoB1qLUZsJuSKz1tbU46npYSZTDcVWra7VYqwemRqCuU5MzjkqC4xO3s8NtqlujGkOBIQ6AbC/LgB+BLqzZArV2MCbhjZNxsk82wbRn9SMn91hVKBYtiWjLDKM52Xcr1ihszQNFTe0HjD0NSi3YkzfasdEzNnoBvqsAHA3FsKlcCRlwKVumGsqyhcdr2srqTrSQzQKvO0OxLp9gbzEAed23fUa5vqHEPQdKunJ43PKtG1ppPeuyBs7YcQFkJU6mRmZp3mI6VBr5utrxXJdpiIboiuW7DSLTBb3VpnvVDXoq4JlkNf+Xj6IOtcuc+NakKpG0amYqAbfNAcu5JpU9DMYjalElZ0MqjkGKNpoVKBRpvs3+O8wjlN8Jq/8cb/k0I5hqrGoTn2JXNfcNbut+apyvFXL/0OM1/w6xuvZ78e8tjeKQGuK66dlEgx+fh7jFn3Hq0Ij65jdO7U2HBVRtm67y4ezzr9znqWp7/ecwl5Teclg2FFYR1VbfNRaBWYV7YNR/572j72sY/x/d///bz5zW+maRr+9t/+27zzne/kj/7oj5hMxBrlv/wv/0t+8zd/k1/4hV/gZS97Gb/+67/O933f93Hp0iX+4l/8iwD84A/+IP/qX/0rfumXfonTp0/zQz/0Q3zXd30Xn/zkJzFmsfDMi9PuAZ+TmlMS7krUMZI5kaudB9oOoSuHSFobBWXhmBQVN2ZjZlEzE7yORUIV01nBaFjTxLTIYVkzrUtCUNllWKvAvLYyK2wMx14RvMaO51l3VDeSDlt7zdA2WWB53BQ0vhW47phj/tKZT/CFG2c5UsN4PKJVCmUg1LrNrGk0rjFi2lg6vAlQa/H4MYiQeVTlkFETZKaaOtpk8JcGmrGueO2py9HZ+JjfV/dTfmqCnXoGNz2zU1KMNKQQugLtxDspDDzBBAbbc15z/grXZ2MuX7mAd1JRyUSxd2kcZazN1cTOPIGydC09ijpoinhsVgcK3Tc9S7Pj3fKIo2aAUYENM2es51nfk5gfIIOe1AEviSpXDPi92epaQJAUGctMxrrWH1j6rIikqXc+XhPKkM/i78W+fUWGT++Y77BOV7v+amH27VrXvbdrXNfVJ3VDX6l1a53J/uIJrtL8wBKQ6h1rZ9lOcRwBs6fQntrDVjHl+lRSFL1XmFiLywUx0qydofaGoa0p43s7b4zo1LwkF9xf3Og9K0NVtYVtaUFtGTV479j9IwD+p8Nv7awT8m8XtUO9grYd8JNaD3R0sEKXyVl3LZauEx1zwBPWWwRFq4DKWlPOE9rtvuPQGeg/U23z6b1LsYSIzzUNu5l2SgMhZr2+SO2uaHyeQ/vVX/3V3t8f+tCHOHfuHJ/85Cf5lm/5FgB+93d/l7/21/4a3/qt3wrA3/gbf4Of+Zmf4ROf+AR/8S/+Rfb29vjH//gf87/8L/8L73jHOwD4hV/4BR544AF+4zd+g+/4ju94Uc8ptXvAZ01TOpCL+8VUUWV9FA+rWDAwUSYKZSRsJH8LtV1ax8ZA0soPZ4Peg5tDaI3m6HDAYFTHlHTpEI/rMtLjmo1hxZHTTAYVRzHbQxvPdFZEBkq2OauszE7oG/dZ3ToFp3DMhY0DlIJbhyOq40LKUwCDjYrDmQiCQwA3tdhJJYZ+VRxGa40feArjGBZ17pxCFGb2CqrGppVUOT5XHgCwYSsOz5d89hsvcfTYAN0YigMRL6sB6LkASztVuEbjhoHB7jGvOneVN+48wc16zO++wXIwHaB1YFhK3avt4ZSxrTg9OeLWbMTu8Jg6FgkV/UWdxeIDO2Nsq1jyQzK6fNBMiiljXeHQjHXFEQOscmyaWRY064VQVAI9sMrZdnXneDsBaAI8An7uvIPteeksdfatkDXpJYDVYGaNsHXJH+h5ujSn7643L7yNs3VKKqAvxl03w1+XydNz5O6ApiXRM612qQ2DtcDi5aNn+fTh/Vwa7HHsS7T2bFnJ2MSpHL7SUc/jg6IwIoKex1DssBCG9fR4n//naz+OC4qJnvcE8wkM95pKz4unVtKtbw5m/H+ufiM/dPHXlq9tT8vT1zitKk2RUvxPAuC3e0Zv97lbAS67YGzRZmGV1qdrRLioAeqCn3XZXZ86vI/9esSVw01MZNZDEG2WUhKGFBsTH/v9uyPevl0L3D0Dw7qu2d/f7y0fDAYMBoMTv7u3twfA7u5uXva2t72ND3/4w/yn/+l/yqVLl/joRz/KF77wBf6H/+F/AOCTn/wkdV3zzne+M3/n0qVLvP71r+d3fud37gGfP3Ut9P+vijhgeMmySMUCQ/TkoDKoqDVRShiIQdnQOEmd7ooVU2mJ5M0BtKaCTkd2J+llZDY7GtScHR9yOCuZz0qCkjpcvnuMCgbWURgxOSxi5fAutV9GluJVW1ex2nM0Lym2o5/IqGY8rKhqy2xeRGt2YtFSF49Z0vvDQBiWka2ZNkUGF6mV2jF1BaVWMUut1Uy4oDllj3jd9jPsfPWUyWsqvnhwmi/+0X2c/YSiGSko5Rq5YaDZaVBTw7mdA966+yU2zIwz9oCnt3Y4Hhcc1AM0gVFRsxV9i84MLf/2mUvMG5u1FJrAyFTMvRUBs52hVWAadT9zb9myMzbMHKM8h/Ug60sE9DSZ5UnX8U4LLnaFyScNYGmg7g4whtDbz7rSAamJP09YGkjaQWQFoAntttsipGlbqZzC6o63t48Twg+rWa+TmbBV++6a12WBNgulFtTCAH6C4Lnr9XNSpe60TjrubmHiFPYc6Zq3b3wOgOtuQqEcn7l1EeYaZwzjyJAmHZzzmtprSkCbmCWoPWNbM1QVE9N3eE9tOTTUPlNDJUzr0DRcnW70v6cCJogW0NECoFXPzFKxzmj4uArAPJ+09WVWtGWg8rLbMDXrRO/r0toXDSu77Q8PHuDJo21mjfijJRuP1E97r2gqiymceDEFlfvvF6PdHcZH8c/+2T/j3e9+d2/pf/Pf/Dd84AMfOGHfgfe///287W1v4/Wvf31e/pM/+ZP89b/+17n//vux1qK15n/+n/9n3va2twFw+fJlyrLk1KlTve2dP3+ey5cv34XzeX7tHvBZ1xTowkmn0EQBMyFqc5CQTN15EFWI6Y6SHVVNC7SWzm1vJhkd4tKq8bVBW6n4rlSgqU3uDAFqb3Kldec0jdNc2tpnq5xxZvOIy42R5bWR49SBopBYfuOluvJmOaeO4l0fFP/Hrdfwho0neeXgMgWOb9/6NBvmlTx6c1fE0jEN3XnNxnCOMZ5jFahnllAbCXMhWVSh8KhStCdJf5SOPzkjl8Zx3JR4ozhdHmOVWxhUPRfLPc6V+xgC9w9vcukb9vn9++/HVVLESwXF5saMV5y6zheuneVNp0WnVAdDoR1ft/0E2+aYj914laSqm5qJrThqJKOrqQz7bshkPG+zuKI4c6sUb6VCORplMsDZKY4xynO92mBgGvabYdRs1Dm8YFTIzFk33LCKll/SwCxodlZpGxJAlHX6Op+0DITZgf5AITcpbWdhcMnbTKBgTSaO6oaB+kCIxW0utOwNlP/ua5Zu19YOoB0H4VUalFUeLn1mqwU/eV9q2dNmCex0Mr6y0zNk0KM7fwNM7Dzv/4Ldk2d7sscXBxcEjHlFmcJzXjNrLCGI2afzGuJ7ODQ1m3q2FuSuBrTShrrGBc1GUXFtNu6dbz5HFShxLdDpgJ9uK3Ad0NCKzBfbc/VbWredxWPo1RLrsncnAKJV5SdO8vRJ7bGDU9Q+ag79wnOSM3lDfr+Wsl6/ku15iJPXtfe85z1LAuTbsT0/8AM/wKc+9Sl++7d/u7f8J3/yJ/n4xz/Ohz/8YR566CF+67d+i+/7vu/j4sWLObS1qoUQUOpFunYr2ksG+Hzwgx/kX/7Lf8nnPvc5RqMR3/RN38Tf//t/n1e96lV5nfe+97383M/9XO97b3nLW/j4xz/+nPdnrI8W81r0Lw6g69sTEEY5iM9GUPjK4CuDLpwo/mNz6aHtxInT51pJKva8towGMlMLgVgaQUTGjTO87fQXec3wKTgLPzb/8+ztj8XoLBbjBBgWdWaIai/gIL0sX9g7y8Oja7nUwlhVjHXF7vgYgJ3BjFI7Hts/xbxpS2G4xuB8wNc6s1x66CgGAnAO5kNGRdUbRBIAS9ktA1VH0NEfJGbRrXBspmybYzbNjPtGt7hWbVDqhuvzDS6NbrFtpzw8uc7Lh1epowDoWr3J2Mypg6U0DdobJrZitzjisfo0pweHvOq+KzxzsMXFzf1oYij7tcqxZWfUwVDHdPWxmTMyg3agiR3s1JWcKo5F1Jy1PanKehveWgQw69J787JOGKu/fFn3051lrxaqLqTj9kJd3fU6oEV5kqxwtdjU9QeZ7qBxG/ySmKLFGk8vaMBM+1xIvV9lYIfS/RpTHfYn7y8kX5/QC+l163wtAqAu0Eygp/0tId5NM+P3py/jLeM/yce5ZWdMdo85vCbvrFFisKkRP5/CSjX3YQI/wMjUfXblpNDSkiBbAP1hXWL18vOVtTuqo/fqgB9YfPZa8PV8QlzdtiqclT/rhF57wuU71PTczs/nJEsEg+8JlcVLSefJYEoiyRldIRBUeI5qtj8drSgKtra27nj9973vfXz4wx/mt37rt7j//vvz8ul0yt/6W3+LX/7lX+bP//k/D8DXfM3X8Id/+If8d//df8c73vEOLly4QFVV3Lx5s8f6XL16lW/6pm+6eyf1HNtLBvjcicIc4Du/8zv50Ic+lP8uy/J57a8oHcFIIVBcrMoZQ1TdwnQhFgpMhmGogG802nrq2lBbg4vOzl2Xz+A1yja5o/NRH5RmEHVjcmq2DgIWJrGw6dZgRj02Eo5SAo6U6oTFijoXTgVhkDSBAzfMyzyarx09xkMPXuOB4joHfsimnvFDB+/BRwq3agy2bHruzWbQMBzU+TitcZmyT07SaSBOaeOpjEChHDVEP5y2nIdBqPdde8gZu8+1Ql7KV42FCq2D4ZQ96lVI9yh2zRF1MGzaGXNvpTSHmVPqhlP2mI3tOU0sIDmOmTaFcoxszaaZcaOR50ZEy1X0r9FZuHy9GuODZsPMKFeEudYxNvm8VmkxWGZ02uXLmh8ZWEOfOVkZEmAlOFmqnbWo61i1Tl73NiLpE9pJguXnmp2W/GUWB8aurmcd+IEO+7Og01mn+cltjYGjzuv3QY/Bc77Y4+nqVA8kfO3G43xu+xyPXJkwn0cPKe2pvXhmOa9lshN9rwDOlIeZ7VvFxOTzgqU7ka5LKpzaPkMd8BzkSrR12cjgp91OP6y1WJvtdt5A3dbWxep/Z11Yq3veXfG1bOP2hoXd9VZpfRbDXf967+V5+z4ohrbhyJeUpsEaz3FViN4n9tdKi6VHeJHS2QPcnbDac9hGCIH3ve99/PIv/zIf/ehHefjhh3uf13VNXddovXAvjMF7eTbf9KY3URQFH/nIR3jPe94DwDPPPMNnPvMZfvzHf/yFncsLaC8Z4HMnCnMQyu7ChQsveH9aBdDy4gQfhcxetQZhUeejfBQ6D9LMUIkuZmbRA8e8sjSVkYKEQRESzT0z2QU0xMKejTPUtaEopIOpvWFjMGdeW+pUOJPA9mBGE0TsPGusZDLZJrMukyJWJteexuvsIDuNnjTphR+ris1iBsCuOcbg2RrMGFoBNvWgwmhP1VhmjaVuDMOyZlTUcVkhbEu8Vml2mfZbahfTelVknzRD1VBjeqngDi2pukHCiMk59diXnLUihr7lxhjlGes5j8wucLo4YM+NOWP3GZmaQQQ7x75kZARUnSqOctmOgWkolLg1GzwHbshQ1xgrqcgJUA11jVaekam5Ot9ku5jGASisBD2LoYgcIlJ+LTA6SbezyOws+q/0CmWyGKrphoDWMDQdxqP91vLAujQzXwodJBfg50ZXP1dH5lWZRSsB0KoSC53wWLda92LYq1uzqRcuO+H80+dd0JOA8a49bO+xCnzt8Al+b+PlfMFcpJlZKusZFG1oWxhew8F0yMUdEZBu2+M2xLlwr9YBZNcBdAD/70v/B//q1htXXtcW/MhWM/uj1j9vi+25ZN91t7NoFijrLIewVjE0t0tHX8UALlaa72ZvpufgkVtn5ThiXxyUGFDWXmfTWYgqh8gCpYnui9VebAPD7//+7+cXf/EX+ZVf+RU2NzezJmd7e5vRaMTW1hZvf/vb+a/+q/+K0WjEQw89xMc+9jF+/ud/np/4iZ/I637v934vP/RDP8Tp06fZ3d3lh3/4h3nDG95wYijsK91eMsBnsa1SmAN89KMf5dy5c+zs7PD2t7+dv/t3/y7nzp17ztuvGo3x4qORGZ6gBPBEC3lxMYZQesyNQnx+bCAMxOwqeEVTyUvTHJWgAnZco4wX4XAMVbna4hrNzBc9utVFIzNrvGSJxIH2/ff/Oj/x5DsptePabEwISsS7Efgc1SXO6zx7FFdnePTwDP+yeRMA33P6k2zpWaxR5BnGtOwPPvwv+ez8Er938Apu1SOOnTBmp8sj6mis+FWTZ/nY1a8CZFbZfSGt8tEvRzQ3SUDsI5ipg8mMSqmaHoVdqIY6hr+OfYkPck3qYBnGcNm1ZpOXDZ7lRrPBpp0x1FImAODZapOJlTIdx77k2eNNdgdH7BRTNsycqS8zEEuGexvFjGNfcuwGkRWqBaDpmofGNzhTCPAS0WhNqZqe8LjbuqGhk0JZfZ3PMtDpLk+frQ0nrBAoy/c7LM4KENRleRYHMAEH/VYotzQIwQp90XNoi+LZJTEtXT1SG35rw5HdUM1CWn6UZCx91hEyL1amT+xHBnWLLEGnJV+mXlp51H2dtQd8bn6Joa55dfkMAK/beIpP3X+JZ57YRSHvZGEFoFvjmc4L6lpq3VnVBzarfHO6TKAhUETAMgsmX8NCeb558/NL4KUNkaVrAYn96d75lWL05whcpS1sZyGDUABnC4BO0jUtun6n41/l6bMO/CwdXVzmg8IFjXOKgZWaXJqACxof+1BjxI5Aq4bpvHhRa3W92OnsSQeUUtVT+9CHPsR73/teAH7pl36JH/mRH+Gv/JW/wo0bN3jooYf4u3/37/Kf/+f/eV7/H/yDf4C1lve85z1Mp1P+3J/7c/zsz/7svzMPH3iJAp91CvN3vetd/If/4X/IQw89xJe+9CX+zt/5O3zbt30bn/zkJ9eKt+bzOfN5mzmR0vxyHSwVBW1OQyOMj2qkfIJCoyupUJ5ADyqmwmsRO4dkcFgrcSNupLNWNs74kjgzpkiW4zqXs5AMscBAuxwOKuPAmaqMj2Pn6WndOUdW0uFndZFj1CEQY/5jhqbm2A8kTbZLZceB59WDy3x1eWVpUOq237/5AMeNMEjdsJpWgcYJ2yMuyJqCOoMFrXzeruuwLIkBqoONOoTAOKaPbxsBNgd+xEDXGUiJmduAubfsNyPqoGmCYZ7YMeW5f7DPtj3m0A2xSo7JoRkgmp86GOpoVlhE0zkdQdGp8kgAGIGhEs3FKjCz2NKAuHjdEuBZNaNOA9i6QWrVgJO0Jrl1+sU0mDgWxcDrtTrrfFbWiVHXhWDutMn22hIE0D/PxePpmuzJul0WJwEe3QqgOwP7cgp0G+5YNDpsGZ/159YtzpqfbXyr/VJFb5B97eApvv7sBf63x3apa8N4KHq+IoqZZ1WBm0oNv93Jfu++L4PBPujRKlBEcCzwNAIfPK8sn+1d1x7A6AKgDvtz0j19IeGtLtDuhqpOKpyavv9CAPbiPhfZv//vU1+fy/woFRgVrtX2+LYUTsrMTVm51njqE/b5Um/hDmJrFy5c6ElLVrXhcMhP/dRP8VM/9VN369BecHtJAp91CvP/6D/6j/L/X//61/MN3/ANPPTQQ/yv/+v/yvd8z/es3NYHP/hBfvRHf3TtvpQKIm72IYIdCAUyidGBoCS0FWLiVyh9nAXE3iSQa30plaqig9aO4MXULPUzOjJISgXKmKVllWdgG75weJ4nZ6f4f537GCA+OMdNkWeIx42UvWhiDHprMOP68aRzHvKiV85Q6rbTroLhn14Xkdn7zv3vK6/B4kDtg+KByU2eOt7JNcWGpqHUjZSIUFbS6BF/klFRUcTCq7UvKJRj7gvGet7TbtQU7LkxWnnO20NuuTF7boxDqt1v6hnHlNxsJmybKbvmkCvNNvNQYLVjoBrmzmKU1Nya2Dm79ihrm8a6EnF08DmkVQeDUZ6Brpn7ApOMCY045c4p0Mpzudlm1xz2gMuqzjizAJ3BEPqhrASKEmuwqMFYvObttZffPiyvkwaydEzpPi2vs3pgX1y3950VQK8HNlhfP+yk1g3j3A5UrTLZa0W6C8fUBT/QDuwrWaFW69H1drnTJixPusdttl83lGsInDOHXCj3KU/PqA5K5kOL94rTm0c0TuwuVCHFcnX+/nrQm5ZrFSjTMwQUvRDW8vqr/p+vBbcPRd4p0BVheBtCTN9dB366278TkHM7nc8i67Nyna5uKPqP1THTblJWseC0YlzWOdmkbqSWWt1IrcQXqwXujo/PvSbt9lL5P2UtKcx/8zd/s6cwX9UuXrzIQw89xCOPPLJ2nR/5kR9hb28v/zzxxBPyQZA0cR2ZG2W99JsuCpmLAKUnDD1h4MEEiCaH2npMKcBGWCNg6Nv+Nnr0tBXfkfR2K9WbrREHYqMkg6DxmsOmZL+WAdwozw/f96u8fON6Po/F7I1U8BDkpU7GaB4pgPpodZb/ff91fPTgNdysxuxVI372xp/Jg/GJs10V+Ktn/i/ede4z7A6OxXjN1FjtGJpadDXxeOoYNkoDQRI118HkjqsOhmvNVk98rREx90DX1MEwVDUTPWfuC+pg2DbH7Jhj6mAYqJptO8XG8I1Vjt3yiIFumAWLR0k6ehQ3b9tp3s9QNWyYWQYki2Z6A10zVDU3m8lKDxMXdM8vJrk+92tk9UGPieuUOArlM+hJP4UKaMXST3v9l5d3B8lu+Kx7H9t1lusgddP9u9/rHld322nAz+ndLNYFO7mGWD88tL7GmO6ABxPZtnadhfBg51j6XkBtTTJZr/OZamtV3elxd3+6tczSNS1Uw2lzwI454sv16byv+8sbfO3Fp7P3l9aB46rER2PDre3jbPqZHMFXZvF1xO4twJZQXXp+CrVwv3qTl/725Fn0K+/1c/lZ3OZiGHfxOLrP4HNhkla1xXp0vc/y+7cMVFJ/mOw4SuMYxqSSoa0xWvrgIvZn6W9jxNDwxYQikj7/wn7uNWkvGcbndgrzVe369es88cQTXLx4ce06ax0rFTG7qc3GCvvRtKqIIEgBA49KYKgU0JOlFZ1QVgigBz6HvlI4K0TBtJKoUcz4CD0HZJBB1aYON870JnaOVb7H9CTA4YNiUlY4r7HGUTvD1mCWKd0/3HsQrTxVDAsNTc0X9s/x8/7PcLY84F1bn1rqzHo6FAVfN3yM151/ip98+h0xPORBy7Yqbyl1w04xzXWGxrriwA/RSuj4OhjmvsDF/wOM9RyHZh7kggxVzSwIS5SclGfB5sKIPmi2rexj5gsMgQ07z53c07NTnC0PGOsKHzRjW3HWHvBktSt/GxF3JyvIOhgm5jhn5WyqGRM958mqryVb18o4EK7U9ixk2HTDDbK8v347O14AWwvdrVbCAq36zuLMe1XYod3ugpB0xSCykhlawQi9kBDYYhZPT8jcPcduuKrD7nSZH6Af+kqHpTTJ5bnVipzgT7SgL0nLuiArezt1Qp3PNlu8orgGwCvKq7x99/N8YvggPtbikpCK1AQclzUbRZUzIrP1xW1AQQ8UQw7CdZ+LxXUXwc/ienfS0vbz9TiBCe2Gs55L6Goxu0uW3Wm9rb5QfZXD+C03ptDJJFPnYyy0Y2cw42YQYARQeIVTEv5KIf3CLj/7X5EW7o7G5x72kfaSAT63U5gfHh7ygQ98gL/0l/4SFy9e5Mtf/jJ/62/9Lc6cOcN/8B/8B895f0lkXJYNdW1wQcwCmTStkD8BGw2UIep6ZLmbG8n60m24KwRFqDTYgCqd1OyaWtTAoeJMIu03AR8bs6XSrKQb3x/qmrGtOGwGfZDU2cassTnlvPFa6muRaFMJU/mgGBkRKX9u/xzzDQtbq69LO9OUgcRQtzW5UBTK0yiPNjU7xZRNM8uaGakU7ZmFIprB1Xg0N+sJY1NRYzj2AzaNMDJVsHl/KZNqrOfoIOZwz7qteL4+iqGlonoqPlooj9Uu6p80hWq4VNzk6fpUFjH7oNg04unjvGYc09YlvV2yuIaq4quHYvyYWs8JNl+bVri8DjSm9foz4nZ5/1qvD3F0m4Cb5cFrVfgLlsHLOpGzfHYyGFoXIlvVThrAFzN9VrtO91O7uwMh9ENfvfU74Y3FlPdejbITxhVNv6J7PlbVKQWTWar23r4samy0CuyaY94wfJKvf/kTfPKRhyjGda4DNSgahrZmaBo27Wq35qVjWiN6f6LZzBOJoWq4YA7j+idt6452eeL3FkOw68KvaZ3bhb2eb1sV8pL9+zbkGURP+GtXXpt1kk3Q7M1GbA5mDE3Dhp1zaEq8E+1kaR1VA8pEZ3UD4UUqWXGv3d32kgE+t1OYG2P49Kc/zc///M9z69YtLl68yJ/9s3+Wf/pP/ymbm5vPeX/WBIbDSqqgWycGVmMnNa2iXTkKylGdM7cAlPY5fBVcv3qvUgE9bsR4UAdcEAAkgKcdGJIj6KioKLXLHUYTNB/eeyN/aecTAGybKRM7zzMSH1QrOE7UbNQJNYifTRJAV94wtlUWIVvt2B0c44Nirx7xz2++Oe+n27r0dREHGavbsgKlabBBs2EqNsycjShQHuqaAzfM4uU6MhFjNedcKcAFyGGsPTeWzltJRtGWmXG53gbggt3jgj3gkeoCG0Yy05L/Tjo2EBfmFGaTbYv+Z9PM2DWHPFqdy/sslJPQWgyppawzTaBUjleWq+3Vu8xNF/SsSt9dDCEuAp7bdf3ruth0DKtm4F1WaRUA6u5/sS0Jo3uf3V4AvK6tYplW6Y1WebwsCaFXCJ/XiZ67fj9AX/cDfRDUPd4TzjGFttJ63XAbiE1Eu25gU89499nf54s3T3M8K3P69LiQ8PA4gp7eBOM2bfH+HfgR+/Fd8yiqwnCf3e+EBu/uvL99rtY/f7cDPy+krWbj4jPf0Xota4I8ZSzrA8LWTq2Ur6m8aSebyrNZ1OxVQ0rbCp+rBqoXjUJRd61kxb32EgI+t1OYj0Yjfu3XlovxPd82KSuKeHXmlcUWDq0D1jrm00KysOLLVQybbPCnY+w3gaPgFaYUsKRMyM6fqemkHYLM+CgVdTmmofJGWIfol/P0XAb/1HmNTc1ePcJGrUgIbcwaYFxUWYAM/Y5HqF+X101GgLeqMc9WK2r8dOLx3c4zhbVMXD4yNTvFMbv2iE0toaQjP2AWipyWPqDO6eyFEo+fQotN/8wXme1JzJYLKqZUi5tuiWfHiG/PzBcMdc31epJB2Dg63ybmJu37erPBppmyo497AtQ6GHFnVtGhGdeCmDWDT6vliX93QM9iJlXXjyeFtXohiJV76LfFdbpH1QU/0J99rwp/wTLYWHV+i+0kduj5tKVUevR6YXYH/MByfamlrK+FtOiu308GQN1TXFN1ft25JpZnsVBtT8NEX8O1qRveNHyCB7Zu8XjYIQRFYV0uL2OU1JMb6/ltr7EPq0Umry6uUhWaYy+ToE/OXsYtP+YVxbPs6NvnIaWr4Bf+ZmF5an1gk47tpHXuLItrXXhxnZHhatfnfgr7IuvTBI0OwqwfNwWawFFdSrmaaphZd60Ck45DfdJPVi9iOvtdETffi3UBLyHg8++izRop1hmIES0T7cqtz6Ll5OvgjJYMLcAU4nZcHRco0zo5Kx3QxlPPrbBBJmAKn7+XaO/SiH4lvYxD0zC2VWZ2QDqPga7ZMDNm7nSezSkVaJq2YKiPzMokAiAfVAZBif0BcS+ug3yvGBzyvWd/67bXJw1M5wYHXJ1vUupGnJq9jUyLnEcqDSHAQjreoa6ZeQkeJf1PHQwXij1eXVztnKf8/vT8PBeKWzwyv8BA1TzebHPW7POIuxB1PwWF9oxUzdQVjHRF7Q3OKHbNDOc0u/aIoarY1DNu+TGnzSHX3QZDJQLmfMwdjc460LPORK6bjdMub5moRdDT7dbNbfo1t9BpLQ5Q6wagVeGv9P+8rTWsxqpaVkvHtSLdetXydd/vrttm4yyzUqu0P6tKG6RCrF0zScKy2zOw1gcptZMqx8u2u0xfG+ZaJSrutq1yxuZwTqEd07pkVhU0XlN7g9easuOSvE7j5VACdonZXLENVGCAY9M4jILh6E/41Pw+bvkRdTCcjbq224HtdZ93l6969mC97mzVs3KngGhVWxUmWwRACfx01535gkI1OdR/WJfxOyqDnW7CSBM0Z4ZHHDcllTNMg1iF2DXPx91ugXvi5LvZXnJZXS9WC0jZCB9ZmwR+jA5oE9A2/o6ZX4UVRqgsGsrCcWoyRVsBPf5IAFAqWloMmligVETOWqcsAWFslJLaWRp5AZMRoNTvaTvWbx1/gW/Z+Bz71UAEzkHH78eqz050KyNb08RUdvHW6XcuVjtu1eM8y07V1GE5MwhajUrKKvq+M78lM+0gA8t9g1uMdZW1MwCbesamnop3kJIK0qftYQ5DFaph2xwzVvOVGUuvK69QEHVCSsJPs1Bg8Jy2h8x9IYVQ8RTas22Pc4kK3WGHnm22eKw+ww23wYEfMtFzNvWUsZ53anD1PXiWhMpKqtyLi7Pv/LjM+Cz+JIO5lG0Dzw30pHVWrdfbzpK2aGEbnc/vJENnXbbX4jZXffek7aZtr153Oduse+yL2WQ9oJGXJ5+bFqB2M8VMZFf6mUV+6Sd9nu53+kkp6xpP2XHyTuL2VZlx6V44FKVuMoOwOZhhjeOoGnBjPmbubQvaVgCntOzL9WmeaLa54drkjO7zkf6/a4RlAvjD2YN8sd45seNPz9m6n949XHFc7b1bXn6nYbaTznv1MS8DkH6WYboXcl9vuAm/d/CKHNZKgGuzmLNZzNkoqsz0yMRTvMiGUQtplGdWF73J6L320mn3GJ81rXKGYNrMLJM0M8YzoMFblz0dQLIAdBHyLGFSzqm3Nbf2JrhGC7CJICm4lC3WbjOFvyaDitKKsK4Jmg1bMbEVW3ZKXctM2KEYxo50oip2B1NmTm6lUoHCuGhaqPDI4DFr+rc6mQDKLEsz9SYCHs+p4jivk9q6tNPUGb1ycpVjX3Jlvsl95U0O3JAzdp8qiFFiHQwTPefID3JnlGZdHo1Dc97uyaCyYmY4UIFbfsyOOcYFxVDVPOVP5cEnMUZSl0wErIlputZscb7Yk+VKQiXHfiDicD2X0hX0y0sssTadlPR0HRZDEQJs/MrvdweBdYDHrIm/u6Vjics7izX92bd8r8/+wGoGaFU7aZ0Xmnp8220FSGfT1QAtan8WdT+rwl7S+uzOkvYHYeWWaj11Q9IrmL8uywPLGX3rbCF8UNyYT9gq5tyqhpLOruC4KjiwA8Z2FEF4H4B2v//l+jRGBWahpFCHcX8KR1gCJwbFjg4M1T6n9TFfqM/xtPv/s/fv0bZkZXkw/sw567bW2mvvffY+tz6nT/fphoaG0NDa6XiBKHgB9HMgakQzzPhCwDgyBBJszW/EYRyo+YMM4yUZjAhmRAnq51DzqRE+CYqCBkL4fv5aIyLQNDR9Pfd9XZddq6rmnL8/5qVmVc2qtfY++5w+Dfs9Y42zV11n1aqa85nv+7zPO8MZnUSwCOiuXnfz2QPUXW7z9jU9QrXCuo6nr+71mVe6olRmroVN63W/HM/P3dEV3B1dwf+Vfh12skRNZnTih9FGM30qJUruYMojJCxXvEhGMJaqxMXNsput3PzlbEfAp8UUz0ZCSuXNCZhyiUaMg1OBaRpVyMiMSgSkqHRQtw93EDGOixePWa+OcVcafSD1t+IFqfNwPetIkYkAXBIMmHKJm5pUn5g+H69Z+hwYJPo0xzetfRb/z5WXYjmcqbpchVEgzZDxAHt5aGcpQJkFY1LgM8GQ6PpWLxs8hb8TP1O5F/4yCuV6CuD/XP0LAKrz+4PRfRAg2OF9ncFFkGhuQaS1ciYixkyGGNIUT+UrWGVTDOgMmazKmLvnXGdjTEVsO8GpiLDCpkhliCHbAyUCY55oErVScBaSIgdBQjJwh8Nhah4lJLfZWpUsIlQ5Ji5h2RUddDtp49Wp3x+7v/nbMzB1mRnQGstrAMgFP+acvtR3wC+C6FqXavcitgigajWCSlaOOl6T+1Pn/VREDyshMT8AAtDJ8fHVUnPbZI7tcsHM33VOl3v9HATX9gZYS6ZYi/dwLe1jEGUYpTFywXB5uoSns3VEhON8sOH3shGJhGQa+LSHW9xnKyEEOeHIZYBnimM45+hZde1XNwOu6qHX6v5Nwn2d7OwDs/VjgHhI7R4+l7cNFeJ7M8MPUHQGA3pMfxgxjkwwZEKXGxLUTmhtn8kZooCDs5tXn/0onf3w7Aj4tFhEOWTAMdCFOgFYfY0BK5BmIfKcgguKJFJCV4yqYphCEiyFGU4lI0yLEKvHxwgpx6wINI9HIooKC5iMtycJCgyjGW7r72I5SLGd9zAMlDhfn2boR1klDEMBrFKO71x6FBfzVfz1zu1YDmfIOEPOQ1v5PdeuXBWaU4rKJrV9WkRYClMs6ZR0I8pWN5+72rSh6rUAToU72OE9TEWs0s91WEDNoFX46elCCbulQoGfF8fPYJXO0CeiMnMEYM9xd7BrSdKUSMREeWomIkZIOE4EI1V/i6UY88QKEoaQSGiOXOv/bBRL4JJiNZjaUhT1mSqXqihBRMqZe6SJ4O71c1LyFwx3p+787vLqLJrJ5e7X5QHy8X68RpqdqE+T5SDWKKVRs0WO/SeTe/FNg896uT8+3g+AWq9OYaqJ20G1VvML0IOoDSvVPXhVgGO2r1+Ly/cKiRExrHsIy78HpMC33vY5fHFyApuzPrigWI33cHlrCC4oCk7xf4uvwnee/RTuHl6rnMtcS5/MIECwyxOIgNjnYx6IHlLglT0t0ups+z/T25CQHOfDTazSxQZzH/AGmrwfH/gxVv09/fwuu63yX3d79WpW8QSZdpKS/xNQgVWtb5byAOMsxjSPlJwISp7kjOtaXkL1+VFQIGIFZHjzilYcgZbDsyPg02IB4wjCHCFV6eZcUkT6BVqOZtigAxRU68VoDZ5Yx4KFJLitt4ON2RJmPMBtw13szhLEYYFZHmAiojLURIUFPyrElaGnQy+mmjhQCvupkgvqZ3MH1K/qP4H/ee1u9INSGwTQYI1xC95cE1Lzi4i0JM5GFkXN3e6PvVc7qIRk4LrAaExzQKpYu/Hm5CJATHNMRYRRsYRT4Y51u88zQ0iOwLEejG1G14CqNOCrxRAJyZFThp2ip8NPpRpuQnKMRA8DOkNCsobmjtsxCxCk5l4jV/fK4ZNQAss4dEFPl0dnv4yAuhfHHM/nAarvB8++5TGaoSyflks9O2cRux7QZPb/lqXPNENbnoGxHvoC0PQQOF4ga26iAKqV5n1lG+qhzrZ1xtNTmRzUAHGfSnzX8l/ivxQvx/n+htaeYvjcxVMAVA0oRpVmlXtPjGVQmZ7boq+fYz9Q8T1rAv5narNYgtGgfll0uTP8VX/+fKGvLvDjLq9/r5OVjdcHcLLzaoC3CoDMdVY9hgAanj4BiqVwhkIwVceQCCxFM4yzGGkeIgoKO3k0AE1KAkaFFT30cYuO7Na3I+DTYiHlCFlhCW5CikqH24/UQCgEsWKDJksqoAIbsyVcS/voaXGs5TjFJI8QMIGlJMOsYOAFQ8CElUiPmZpFmJTsmBU2RJTLAKa21Mypnm0G1VWqeDmXJ0MMopmqJ8MZpNQDBCk9Syb1nRKpMrGI8mS8fvUvbfq5OrafY9A1yAOKyGy0cYwys6nunZAyc0podeSv739R3VfP71A/x4DkSLUXKSE5chIgITOsUqW2fCIYYUBn6PMZVtkUfzO5HeeSTdsBhuA4EexiQGc2A6et5hSgRBS5CYvJwvI+zD1QFb2JBljtM27fIMQ8XhfXuAFVnntjztM1ALnnFai2YV5IzO5/CLSC/YCntpCHT+yuK+0dgGeK7NwBnxihpz1Vz2Mbz6fkfbn/q7/r26vf7hTjOB6OwSXFS5eexA7v48lzaziV7OIzW6dxLNkDB8WFYhlngl0AwESrmW/yvspM5H18fe9xJEQCC4DrHBK5BPqENJ6p0+GOknqge7gqYiyTDMMOlL4f8OPeCzfTqy3k1cb3qWTntQDe8vxNIOSGTc2xlMYZUyKxwkxkVf/rTiBzQUuep874CqjA9BD5bp0mjzg+h2lHlPQWi4MCSaCAT0RLHZ2EFViLpwh0TZeANdOaTdHQJCi0AmiGfpDbOjyAlqdPMustMqqtES1r9BjxP1obmELCcVXEyGU58L0kmuLFK5fABVGV2QvFDzJjKyUSfX0OC9CICnvFtKikmtetnp3i3cb53Btto3C4OuNCcW64pJiIGBwUQ6b0epZYiiHhraCnbn3KsUr3EEHgBJuoTDGSIdEqy0O6h5AU+DvxBZwKdiAkxaVsFRQq3JaDYZ2NbYireU5/Pa5HsmrZEwP8KIDQgECdWuz7MEIan3m20DYgFbC1SOaX+U6d5b4MrK7fez/WVXcMKNOyu0jUVa9ctcaTLzsMgM3+8tUT67reENx+qplgng/KbLc6r6fO8an/Lm9e/Uu8MLmIVTpFKkKcSnaxHk5wbmkbKQ+wU/Tx/06ej0ezE3iqWMGlYhmbvA8A2BZ9rYQu7e/v/p72fjjP27Zg2BCxXf5ovoS/zVawIShW6RTfPngM90VjnA9yxETiGR7hb7OVxrPcZm0ZXwcJe7qemkaiAFwPmwu+/PXg1D7Sfuq13VzdM6qTQ4z1wsxOGE3GrGv1Gok31OQhfY7syOPTZr2ggERoOzVX88aABk4oemGOJMgRMV6psWM8RUodWVUtTxhDlHBM8ggzHqjOUrtNI8axFM4UR0C/XKGuFG5KPhjuzRJL8ZnZGTyYPGG5BAIS377617iUruCx7TWtB1Tqx5gZUCYYCuGEC6DKVdRVmuuzWB/Hx1ijswUB1+UjQg3kTBZVqNOBUxEipKqExCLmziYTwlUhTw1+LhTLGAIY0gwbQhGWOSjOh5t4yeBpfG7vNtvuusaHy89wZ4ymDlRECnBQbBaloCMlTU+Uex/mARbawcMQHcCy3KZp82bg3e1pD4mpYy92oIOo8Pr2aeeAVHlYdeKzsS4vUL3+l2ttYYvG8+60yc3uMyDIx+upe2jV+Qi+qX8BEyHw+1sPYJQnOBZMMeURJnmEL+2t4/n9q3giO4Ez4ZYS8gRFCI5MUqw4qtCL2GkmAeQw3qEXRxNn3aTyvAwoxYDm4Jr7578v80OudauHvMrlfqJzwxvkIzu3tKFe9sSaLJ/45SDF5qxvPTimfwSU54dLin6YYcYDC3yk6edRFi+90SZx5PE5TDvy+LSY0btR4SAFaiZ5mck11OGkfpghYhwR5Vb+PNB/94MMA5YhJCqsE1AV1jLaD6rqr96HmNpcZezY1LdSGjgqBDWkKSJS4EuzE7YmlbE1NsVdg2uYFYHKPhNEg7ICIeNIeYCMM6RFiD1d2iKiBV7Uu1A5Th30uMttkUOUbnvV3qonw3CTAJ3qrzugPp3ZrIrnx5fxYFw9tzH3ykyH7HYxue4ME4dfEerwF4MiIgPAfclTOBntquKoLcN7vVK48QhEGmyG4LZyfBUAEvsJnftA0f3psnnr6/emy/arx9L2WdQW9RbtlzfU5dVR36vV5hf1ApmP1ebxeX+csLB7XEvYd7xHrkJzPeuxcj217wNK8f85+ae4b/gMQsqtgvDTk1XkkuFyvowNvoRL+Qq2+QDLNMVJNsIy3esEm4t4DI3xA6rj1UO79Werzevjm0jVPct1CQ33N1THLr1x/ra1ePWIsN4fADg32KpMajMeaKoDR2hK+hA1QTUfA44Sx4t/o+2oOvvh2ZHHp8UiytGL9jAtIjw1WtXENqCIKcZFjEwwBETYB99we0zBzn6Q2QG/kAyUCAREAalekCPXkufE6UzNzCbQnh1DbjSlGmZCpW2nIlRlHcAAFDoLSg0AL0gu4YN4MRgVIMTEp9W5uKQYhBlW4xRLwQxne9v45uHfYp2VM7+6tZE0u8iPFEqZ2XBoYqqUkU1HY2p3reviifV9u4xBIgXVHp8ylm/uYQiOTbGEE2yCq3yATDLcHm7iQn4MJ9hIHUMDUV8V9bIdmhNEBHIE2vNW9ajU22tAz/UaBbGeH0aId1BalPfTZT49IH97lB1kblv30vjWL1ypu6H9UvXqqGV+LxCAhpt/nh7RonWyfF7RxnakDIWq79VnZUgZ/s+Vv8ajeR/Hggn+n0v3YSlU6uN7PMSVfBmpCLEWTHA+vAoGiQ0+xN3hdus5uZQLg5/9gKSmbELT89PlcfSpOpfr6h6+KqEdsipjULZpP08ntRwvSgR6tMCJZIytrI8+yRHo9PZxHlmqw7RQshzjWYxBlGEpLAszH9lzz46AT4sFlGMQcCQsx9gJTRkSXMIKFILaOlgRU9sOwxSFYMpbBKkLaBIMggyjPLEvtRsrLkRZS8sQmt0B3QCfIdtDSDgu8xXsFglSEQBMgSMuJe4OJFjyBApOkRVKZyJkHNr5gUGYYTmc4aXLT+Mlvadxd3it4TVq8/b4zHTkvk7TJReusD2bdWUGkwGd4bwmbart5xsFkDup0mbg3hU9rIo9MJohoQUggG3NZRAgWGVTXC5WkMpQz+yrs0RfWMQsS0iBCYCQFhXwZ9rjXju1g+/BOkN38HDBT9f9UNdYtfr55wGh/QIgn80bdtxBri3c4W7rWltpDR8I8tUSayuoOg/Y+IBMPczlbtcW4mpk+dXeFwMcQkLx4igFI4/h8dXjuJQu47ZoWzGNpCpnMeIJJiLGKtvDkO7p87Q/b/sBPz4z+9bB9yLgp76tD+jUic4AKhNBtU0z06s1jLWISdUqDoIlNsPVTJXb6bMMAgRCqr7DeMWhFbYpkRhESt5kI+3j7GAXs5tGmjmcIqXyCKgBOAp1tRrVQleZCBBQgWE0s8XpMl1Q0Hh7lsIZEpbjeKRKMASUW6+NEg5UL4chLgdU2IyBvs76WtKV2GOSW4+IqRCe6myOPlVp4lxS9FmOD+x8Ff4mW690OLsixmwWImAqqyvnSl06FwxLQYb1eIyY5uiTMlW2zbq8PV2DOyMEx0PlXcklQ0QKq7XDoYiU94YbCPf5DgqoEBcApJJiWzDkUhVbVeUrlHt8lSpRw5AU6JMMq3SKNTbBI7PbbHp6/Rrd7yrEocJcCeG4O0jx/PiyfyCshbAOCnq6bB4Zei7p1AnJdf9u3eGwLruejmQeh6gtbOYroeHb1g2F1cNivn3d0FVbmMsNa7nhrdY6bLVJQv15cX+fF4YZ/tn6/8APn/4IXpY8iXPhBr6697g91rboY5v3sExTpJJiIoGRAB7N+8ghG1d20DDWfs0X9mpuU4LD+jLfb1yua4a92onR7cT1MtSlJje7RQ89loFBYjVUkhpL4QxbaQ8xU/IjO2lPC8OGIETi9sEOsiLAOI+suvMNNwlAkuv/HBmAI49Pq43zGJO9BJlg6Ae5KhIqKAQIxlkMSsoqvoMgQ0A4QipU2iNMOQiBrdkSEpZjNdwDlwSCRygExUqcKg8SEViOFH+nx1R4zAy6IeHWU5JKFd4CoEszUPz/rp3Hvb2LuD/aVCERSORgCEKOjDOEVCBkHDln6AU5lsIUJ6MRvrr3OIZ01lqAsi2bpm6+jtx4KdbZGGOtoOzW41LV1guEc8i38/RnzKxvJAJkkiGTDKlkNvV8IhO7TwiOIdvD5WIZExFXUvbr16uO7WbrACMJnA22UNdjccGID1C0hb3aPDn1WXPd69MW9iq3r5/Hb/sJiR0mSbqybc3r0+YNUO0k3u/lsZplDhYlZPvb1s5H8S331aQqn5Huc3H7PFefpVOMYY3tYSLU+7JKM5yNt/DI9DQ+u3cWt0ebSsdKBtgVPaQitH3F88JpQ77ges3n+dnX7+1sa37rLlVnwBfa9ItYLnR+V2IAEiORYFcocDMuIpyJd8CIwGbex4BlWO9NcWG8bDXWKJEYRjOcTMYQkmAYpxAgN53jc2SHY0cenw4TIDieTHRmFsfxRHFhkiDHKIthKqiP8gSr4R4oBHaLBLtFgsvpMkZFAqqFDTfzPk7FIxSCYpzFighdS4G3PBXCEdMy3ZrqGYoAQS6VCvNmNkBWMHx488X4m2zVHicEx1Jvhr1ZiF6owNrZpR0EVOD+4VN43fJfYZ1OLfnXWBf50Hx3vT3ug+Mb4O+LL2hXstL0iXWqPCPz396uzrSeEp2BWa0jAEhFgJFMbPyfS4plOsP5cENXcY/srI8597zqDVCk1kj/nbikVXs/qjP1ShvnkJgXITm32X65GPM8QYuds/3jO2f7+WrhknoIqDYzry/3bVceq72IaqONHk9Off+udrjLu0BPuV87ADafHKIBetU26tkcEODlvS+AEomtoo9rxRCX8hXsCqWQvsP7Wh1dLARoD8t811qXV2jbFmg+A+oY7X1RncC+6McWm4UKdWcywMd3X4DdPEEhGaYiApcUtyW7iKmS/EgClbEbMtX3H48n6LHMpr9TSIx0Vfcje27ZEfCZY4VgmBYRlgPlJVgOZ7aInaqcXuB0suNkBZS8n2kRIaAcx6MxBizDpFCeouU4xbQIVfaGzhoDVCbUmCdIZYAd3lNpm6SsDm08Jyb7a1YE+NLOOnZFz7bXVI4uCoa9PMLJ3gTnext42eoz+NbBZzvr+viyYXy6K3Z9B5l3jZbholSEyGVgCcX12blri3BF6paQXAsjqr1HvKfS0LVAohI7LHAiGGGb9zGRkXM8p4K3DXMJe+0AkEtgjc0cwbRmuxbN2qrv07y++fv7NIEOGgq73tBcG/hpP9/ig3L92dvP7H4esOmytvCnr32NZWYf0j3oC0hwKZHrD5cKABnQImDWlZy2NVbg+4/9v7gt2sFO0cMmH+BCfgxcp7ZHWqF8WzBMZBUk1z2FXJ/T99mvecU5Dznk6wM//u3aw5qut3iZpjgbb+NUvIu1cII9HmImAlCoskPr8QRJUOC2wS5O9caKhsAK9FhuJ6wR47hnePVQr7PT5CF9juwo1NVmuaA2VdqIVCl2P0NEOQqm0tOXwxQxLbCd93Em2cZykGK3SCAohxAqNbKQqvL5ngixFCh3dECELYInJFHlLmiGqYgwEyH6NMNIJDgR7EJVLxegUrVjt0hQCIa9VA3gDAIf2zuJhObY5gMAwOrSHm5b2sX9K0/iGwefw0B7XHyg43q8PXWzgzlRgGSHq7IRO7yP48FIEbdbBp/9UhWNyisAJLQAB0FCC5wLN8AgkUmGZTpDBIEVCqyzkcqIkyEGJGuEUOrpyO59SKUKYeYgGNp02sWATtcA5N3eCXktQnKun6ftHPPI0I3MnH1mifnOd1CVk0o6uP7blwnkC5Ed1Oa9B23tc60txGSWu79NDgkudTgRACRAdcjagCAT2uGQOgSW4juGn8LjxTH9LEdIRYiR6GEdY4REYN3RlnHDo4uCGrPdfp7b6/mtFzX3t140485Yvc9ZY1N82/Bv8CfjF2OH97BkkkQEhZDAgM1wtr+DgHAI7T0OKEdMC1ybDXCmv4tpEeHpvWOHdXlz7UjH5/DsCPi02PF4AoQ9RJRrMrPQmjsqw+re5SsIKLcvzO3JFgDgXLIJDoIn9tZRSIY7kk08ma7hBf3LGPEEYx5jEMxQSIadrIdCUhQ8ggDBbtHDIJjZjKiE5HgiO45zkSq5IEBxOV9BLhke3T4BygSyPMBI9LBZLOHO6CoSkuE1Zz+Ll/afxP3xRQhZciLcDC43PdR8r7v1uwjNrrfHV0CTgmAtmODp6Rr6NMOYK3Lz6XCnEWbrsi7eCoMEiCIzb/Mezga7WKUZLhRLACmwTGdlsUhCMKSpEoFzav7Ui0mqZU1yai4pVpkTUpMSseuN2EfacJUnUeVGlddWBT+LmJsC75ovI0dtX2tba8p5+/nnVeqelwrv8jx8oa/yPCUnpL58nieoDnAXsbZtFy3hYe6HAjXmWOVvyqVzT2TpHTK/YSoFpoIglQwJ4RYgRYQgIRL9cMOS/TdEgs/NziCXgX3HrycDz+y/X+/PzQY/7rJGWzw8RTc8aZ65kBRYYikSkmMqYlULEUCu7+BSkMEVSxSS4OvWvoSNfIDVcIqddn3Hw7cjb82h2RHwabFBkGFHLGEYzLAaTtFjOUIq0KM5rmUDUCKwxGZgRGDME4Cqgpe5ZLiSDXE63lXLAZyKVNr2SjDV3BKlIJwLhtVwis1sgJ4eVE+Fu4hpjpkIwYjAVMRIRQhKVBXyhOaYFDH28gC9WO3zdLaG2yOlVXMq3MFX9R/HV8eXkFcASfm32ylMZIghzTpBj2tt6evlvuW6hJRaF4a3FJKivS5U2zH15nYwgawMeMt0hpSrrC4hVWc2ETFAgRM0RS4JUqnu31REWGWTRiqy+dvoA7nnZjDFSvPy+kgdTKjucRHzkZT349lRbW16Y9qO0TZzn6cGPW+9acc88OMey5fW3AV43GUG/ADt1b79bbzxI4b7PLpeHxcAZc69F3DfSQlmt1dZWakkyPRRQiItgGIg9regAGIicYKl2Ah2kUoVUq6bed4a2V4t96V+joPaQZSd67Yf4nobKd0FPHaZDWMHquafVIVi90SEmOSa50NV0grh2MgHOBYopeypiNR6UMT0CI08F+0I+HTY6WQX69HYZlMtsRRAolU8BWYiwOXZsvIGkQR39jYQ0xznkk1cy4c4FkzApaqozkEQQon5AbCgZzkoC3qGVCCmOSJSYD0cI6E5TgU72OZ9QDJsFQPkkuHS3hBSEsyyAMNeimv5EigRmIkQ56JNPBhfQabfR7cGkts5d6WOGqvwFeak4/qM246bIw5yrLFxo/p7m+0nlTokAss0xa6MEIFjQHJclctYRpm9tS0YrvJlbPM+zoUbuu1Vb4+voKSxc8Fe5VpHgmLIqtya/YAfnzWyuBYJo9UAUN071PAkdeiydLfNHM/fBgN+1LHnNrsVsHSRhM2Utw6A2gbCecdfdJtFzfUsufdJeU/Ke2e2M95YBYLK3zAHQSophCSWb1aeo9m2EBLrbIzH8xNIZTD3t3S9TsYqwNVOCsjC3qHDsLZnoq7r07bePY77t0tAr+sqhaRALgOkGviYgs3HAjU52uMhCsqwxFRh5JlQem6Kb8kRRXvXdc2LmlJePgp1HZYdkZtbbMBmNuzEIEqSrqA4Ho8x5YqYvBZNsMQy7PHQukmV54Fgp+ghoTn2uOLimLIHMc2xFChy3UwE6DM1w+jRzJKaM8mwq9PBcxlYN2wqVLmJWR5gNg0xKwLs8RAb+VAXNfWnV5pOY0P07TIGiVU6a5A36zOjeaCnrSzDg/EFvCC5BC4p7ow2IEDxd6KrOMHy8thtHzS1ZxhxwJjjlTIVnhmE7pQcLR9IrFGJdSpwNthCn2Y4wcaolhoAGmE921l6OmJ0zDrn/LP3voWQfNCMr/aq8H7S9SLkaN+6tpIWixRKBaodTlvmVhs5mvq2JR3ke8wvodG23Nv2RcNcqBZdFSg9PBwEQpagh0N5dlJJMZUUI8kwFczW/YsWgB4CwAmW6nO3d+nuGgPEzGcqmhfHLc+o/LSd3z1HI9Nrzn1bJLNLbScb39uy8OpcvXrIPtSfu+MroFrJPRWK4Mz0JFJ5qcui0eY3MSruMS1wUwUB5SF8jgzAkcen1SiRSHRKuVt3CgwWCO3xEEtshjgoMAhm4JLaF2Yl2MMKm4KD4s7eNZWGDoI+zZBLpko4EImdogdKCu3xKTCkKfp0hlwGVpdD1etZwYV0FUpZlGC20QMyirSnqsabtPEu0h8Hxf+a3IPXLf/vlms2l9guVOgDPd5jgWCVBjgbbuLpbA0DOkMmGSaSIZICfeoOen5wYUzA7zZXHB+iOBIQNgWdEuBMMMZUk8cZIVghEc4EY6zSL3jDLPXZoFvxWhnBSACnGMO2KCr8Hvea56stV71C7WGoxTtUy+2p7VO/X218Il9b2tZ1lc/wFUr1muP9aPPwdO1b/+J6gID5tcB8214vp6fN3GfNnMv1wLpeDOGAJTezsA4k2jxqoc1k9LyzNqomARCAyNLj5BxvpN/PuC37reFdKcHdfmbRvnBnnbzOnN+33K7dU12fvJllruc6BKnwE78+3sGjs9MY8QSb2UBvJ7HM9hBqEVm1TOBargoVJ0GuygARgNxUNHHk8TksOwI+HWYqo8c0x5Qr3R4htZYOKGJaIKaF1ZEZcyV1Hgc5poUSFTsejjDmiVItdki1HBRcAn2WwVRfT3Tm1YDOkEuuOT1KlfiRySkMWAYKiVkeAJEAYoFsorxJW3kfIRV4lJ5GSDjuCXchpMQn0zvwv0bPx7lkEztFH2vBpNHJ17OY6qDHeHsOok7cJxnWgjG4JFime7jKBxiQDP2aiKA5j8/qpEnzXc0uJaY65deAHtN5JoRrAqjEDAWGBADlGAn12NfDCG1eHkYIGIA+FcghcIJFZfqxrIbJFgU/ABphsXlZWe3H8wOaNiC0aHV4X9jMB464lBXw457LZ4ygdfbZKO9QbyspwzTl8+KGgsi+wEobYOryIpnz1G0e4HL36apKb57L0Ek4qIMd3/QmIblNaTdG7Tus/yf6+ZTAVAJ/Nr0Hd0dX8LxwGxEhGPEIExHjbLCLPmkGbhkWszYw7BMytOsc8OPej7Z7XvcYusfx9WVuP+ZO3K7lQ0yKGMthiicma0pWBDGOhWUNwxFPEFM1QZ3yCMdDRYE4KgHx3LQj4NNidf5HLpn1/oxzBXCWWI4hS3UKeoDNfIB7BxchJMVSkGImQkxFhGPBBDMRghOqPBO0zGpaYVPkMsCZcAsTEeN0uI3HsxNYZVMFsATBTtHHMEgxEwGupUuYFQFIIMBCjiINlJy6iHBlFmNcqAryT+XrGPEEj+6dwhdHx7HEZlZXp3qdTSJzXX+kDfQslsqt1FYNMfs829bna3aIgN/r4AIBw0Vw22pCAu51cChSKNcdXio5rgpqC8G6v229tEB9mbnWPmHYFAKbMsdxRhG2QLV5PJtyu24AZK59XpZW23nr514ElDRCYnN+4woY0u1yAVCrdejpdJbVMOvc/T1eoP2aDzB1hcD2m0a/yLb1ME2b1cGImQAkJMdIJJ3vpQkdb0uOiQxwPrqKp/J13BttIyQEExFDgOAqH4BCYJnO0Nf91VUdqj8fpJao7SvW6z0v8XuqfJl7QDcA8h3Dp/fUBnrMe6u+U/yr43+Jf3P1QQhJsB6rwsljHmOPR+ixzHr8E5ojpjlyXXQ6oTma07cbaEehqkOzI+DTYVMeoc8y9HXtLGOUSEyKGMfCKUJSYIUpF/OpaBe5ZJZvkwtmvTxT7Q0C1MzMZICFlCOXDKtsgiHb0wUIp9gsBqogab6CXa4ECr+0uw5GBWZ5AEIkBKcIkgKFVBWcr6UD7GZKifRUtIuZVLyjiHKdjsktubq8lmaYB6h2Fu4ywD/Adml+mNpjCcmdEFf7MXweDKr3cUm09esotysHJiGBnEhMRTWs4HeZNzWK3Bkih8QapfY+LNEEYzG/65tXusLl/nSBoK5lQFsYyuO1OeAstS2TzB63BoC6rbsNvt+BtwCrSsr4gQeH6gDsy2h0rS07bZ7Xp25tmlZ1HSn3vKaNgCI2m/fhfLiDT+6t4IOT23F/8jTOaPeMb7KSSoqQCNwXbeNv0nM4ThNc5ilSGSIhOTLJwAjBRIZIJMe2iHGpWMH5cAMTCYSedi0KftrS3t37WS9nYcwHgtrUs9s8PWU/QxUQIiGGLMVT6THFx2QqGzXT8gAnorHeXvF7hiyFkBQxzZFcbyx0P3YYwOcIPAE4Ije3Wi4ZZjK0wIUSl5ehnh47oNMcp8IdxLqCd0A4VtgeOJRy8EY+xMXZii3SGZLCVlk2GWMTEWPEe7iQH8M272OH9zESCbaKAZbZHiZFjM1pH9M8smnsYjdCL8kxKSJcSwcYzRJcnS7harqEx6bHMeMBQsJxqjfClIfgoNYV7s4u69yWemdRdw275iPGugBmSDOsszGW6R7CBfR7bOcE59w18FX/uPpEPmJtLs1ssuoap6TMqgGcukkthN86YNiT8wu9zrvW+v1clBztszZF53oF+UU+Xdv6iOeV9S3PhPvxkaQbhOla+9v2BcrnIiKkmzTv+aB2vHmgx2wPNMHJPKK1+32R7VzrojkzEKxSgpfGz+Dz6W3Y5kkF5I6kfu/1PcwlRQSBSzzAiWCEmSwwkgyPzG7DKtvDKtvDWTbCkGZYY+o9Ph3sYCIibDqTuIXqvdVAKtD+u88jrretN7+ZPU4N9Jh2lM821c+q+iUfWvtbPL9/BUISXE6XcXU2LO+7JHbiGxJu+ZRC0oYH/cYZOaQipTcRqN3CduTxabGtvA+WxZixACwW6NMM14olqMKiHGvRBDHNQSGxyQeWvAzAVibv0wwCBDHJsRaq2lBPzdYxCxXYCQlHDoY+nYERiU2ugE5Mc016TsC1l8Lo/GyN+8hmAURBgZjj2GCKa+kAOWfIOEM/yjDOI5xKRggoR58qV20uVU2re6LLlY4DKDsJoDrotBGZ91Mv6hwjGCRP4/FiGQIUU6Hc2QNShrs4pN+L5ITDGCGtnoTEEBAdkq86rrJcNo/NQcCk9A5UXeEe9+8dkWOF1ue+ejtSDp1cdmfmuOdblB/UZb6U+nm/mU9XqL0N1fa2epBqi13+Ux2Muceb24b64pa2Lyws0CDszjfXc7GfsJcbvlk0m6zuTXEJyYJU23smELgzvoarfIjTYooQBR7NV5GD4cXhBhKigP5ILGGihfn6dIaRLPALl16Lr11+DBE4JjJESKWerFBwEAxIjhRBmUm1jzG0S9PHlUFw76m51i6nSj1c7U7g6mF6A8oN6HEtJAxrbILbkh389fZZFIIiogWORxPEtMBMBLaPN6VwOJTA5JE99+wI+LQYhUQhGHJaenxWgj1wEMxEqDV9lJjVVj5ATFW4KxUhtoo+7og30WczXUldlawY8URp+4AgIYWNEys1YRVfB4CZCCFAESIHI6qg5osGF/HFpXU8eW0NAECoRNjPsT3t4dRwhJU4xYneBNMiVLXENOihRCImBVao0ps4zbTbthYaMn93pawD+wM9leNC4sXRBIAWE5QEgwUOVWaNtBNrAQVuGJHeDtZNLW5rnzmXOztU+1YJwQISIaHYFFljwGeEgktRAT3u8vqy8hrKdfP4QfshT7fZQYBR3Sype5+htHm8MHe97zh1kNz2XADYRznrxa69nrF2kIG63raFVIjntUsCIBJUqt/xweRxXOJDfC47DkYE1qnSpHmsWLb75JJhV/QQEY5cBvjw5HlIeYh744ugRGKA3LYtlxJC0opsxGWe4EyQ1t6TuvdSWUlmbg9VA9V7avZr013yZQO2JWQsGtoNSYGVYA9n+jvYzXvYznoYBJnl+5j7JiRBSA0HdLrQsa/b5FF19sO0I+DTYifjEWgvt4RgpRGjmDJTGVvOzhQxxlwpAheCYSYC9FiGa/mSygKghQqZCWI9L32dLQaoEFdMFPgZ0BlmNMSIJ+jRDH02Awpor02O0/0RnpBrgNTAJ+QYjxK8cP0qjkXqBUyYEVucVUjUXFKsBePKNTLdCS2i0wMcDPQAwJAyDXpKE81+0pqf49PuFQl1am4uCRJ9PTnKdN16OqyP4Gw0guodpft3TAK9LcVIFEiIwIqnfT6rg6GudT4gtJAnpGbzSNX+faqgqL6tWd+e3XW4rvQ279K8DLVOQKStBG++/avL67wiV616vwN1BRz5eFmt74Uxab3L6viyLHshJU4xjhNsG5mUeKIY4oVhAQ6JpwuOK1ylZJsQzZlgG+/f+SoAwLevfwoJyStcuBASqQSGtMBEKs6iqR+2yQOs0ALRnPtczeTqVnN2SdB14KT2bwIes18b6HH7L5+3pzyGRJ9muD3ZxjbLcGU2xKSIVEZqUNZkHAQzzHiAs9EeHs8Hndd+qHYEfA7NjoBPiy2xGZJAdQ59OkNCcwxJiomIMaMhdoqeBTK5ZLg4XUHCcqvuaWp4JaTA5XSIQqrOYiVUnheTCg8AO7SPlWCqK4xzW0/qRDDCVIOqFTbFud4W/oLdAVEAhEkUnEIUDOMiwp2DTQSEY1LEVl3UACZjfapIe/UsrkVBT9sg2GZdg3XmdIdd4nt1D4I74zfHHxIghcRUUizSO5i6ZPVQn0pbbxcQNJ4bLgVWafsg7/P67Md83qCDAIqDaAHN8xa1ZaIBHjB0yB11JVRWu7b9ahYBZXvbtInq36sDsD6/N72+qVNUT+NWbW6W4LheK2UegIQQnGbjiqghIwIj0bO/TQSOq9kSnt+/gvPhNR2+CdCnOVJJsS0DRODIoDTCUhHo8FiGiQyxAsMZ1N6c1ne5bF8dvPoAJdAEQG3mK57s4yLOs4RkCEmBtUBN0nosw+XZMnosx3KQgunJ6vOSKxgJleG2HNwc5WYAmqNzZIdhR+TmFltmU/TpDGvBGCeCEVbYFKtMgZMlluJ4OMaYx/jS5Dg+tXkGQhJkIsDmrK84N5Jhl/fw2N4Jy88RUmUW9VmOC3uruJYt4fJsiCfTNWwVA1zMV7FZDDDiiUopLYYQkmDKI+xwBY7uu+0iXnj7ZawM91DkDEgploIMSyzFkKU4k2zhVLyLIVNCiAlRpSJOBCP8/f5jAErQUxco9IGeklDafFQW4ZuY49XJsCMR2XX1WHz1HGVbaO0YrkWasJk6s3hXtbVV86N2LveaK6RqQrAjUuzJHAU4jtEYKzSGz3yhrYMaI9QLoszyw/i4174I6Vltv7g6dZsy9GFa23NxmOZ72u1zTVD5hLVP6VGsEqPNJyQKiBvtHq/KtBOeDklV5wcogYSryDykQC4FcimwQgucC0Z4KlvDZ9IzeGl0EUNa4HK6bCdFqnZVYb0+l4plXc6BYiQSTGVkQ/UJKfCXs9O4xINGG6rtdjOpmoR07/303NP6JyKazO70IRUyvPM+q3O3e3u4FPg/+jv4h8ufx9/tPYbbo00cCyd4Xv8qzicbOB6OEBKOY+EEF/NVO+Fdr3nRb6QRef2f/UxG3vnOd+LBBx/EcDjEyZMn8frXvx6PPPJItU2EeD//7t/9O7vNbDbD2972Nhw/fhyDwQCve93r8PTTTx/SXTmYHQGfFluhezgTbmGFTXEi2MWAzkAhdG0XRWi7NlvCo1vHMQgz7GYxru4NQCGRBGoWxCVBQJXseUQ5Aq0DFJMc6/EYAzbDEsuwGu6BS4opj7CRDzApYox5gq18gJByLc0ukIsAdw02cDIZK7Xo/gz3vehJnOltIySK03MiGGEtmGCFTW3qZUS4LRg6z/Y7eHSBn+pAWQ6cIQjWHQFDX8q8j/zqA0duh3qKleKEPh5Be9mC6mzx6SLXYZtSBZdLaTtSLiVmOkumOdjTyv+HZT6w0mb7yQTzHbvr+L5MNN/5D8sEZOXTZvWSCvO2t/stQJwwIKLL6sC+eZ7q97aMprbz14/hy2zj0l9mwrTfhKRGIsFGPkRMJJ4pBiiEUpwHYD0+GRiu8gE+OX4+PjJ5kSr/ohXmn8rXcaFYhhFiVfs1ARhQe7drAMh3P1zzZXA2swmrHmu1bP8A2DzzSyTCiyM1aXQztnLJdEkgJQliOE97wj/5+XKwP//zP8db3vIWfPKTn8SHP/xhFEWBV7/61ZhMStrCxYsXK59f/dVfBSEE3/M932O3efvb347f//3fx2/91m/h4x//OMbjMb7jO74DnN+sjLimHYW6WuxV/UsY9qgd7C7yET6V3aZIx4TjWtHHdtZDP8pQCIrVOMVW2kMSFFgO97CZD3A8GqOQDEIDntVwimPhBLkOhR0P1WzhrvgKLuTHcDFbBYNEzApQ3d3lQmn9JCTHU7yH9XCE7byHfpiBC4q1eIolNrNk65jkWIvGYETaqu4MAkMNNHwS+D5AUZ8pdZmvOKfRXalzNLgmB6/Q6h5t2kDcCqW1d2ZumG5XxABmWNHSAgIln8dbkJKYGXSpzzORAWbgFRBmrsV4vw5ajLTtXrZxa9zlBwUUvv3mtd8MBG2eqzbOVf24iwGLg8V52mtHmfDTweNHvqv2LVsknXuRoq2An9PiO7cvpGaWu9Xg7flrIag1NsFWPsBUUjyanUYmGE6FO3Z9KkMkyHG1WMZW0cdURDg7HGFXRrhU9PH5vdPYjvroJ48jIhwbfICR4BhSlebdpznWqZjr5TPhv3qCxX6tHqYHauEzRwRU1MjxvrD0Eonwrf0n8ZG9c9imqrahmewazxigFPZnwWITykOxm8zx+dCHPlT5/t73vhcnT57Eww8/jG/4hm8AAJw+fbqyzR/8wR/gVa96Fe6++24AwM7ODn7lV34Fv/7rv45v+ZZvAQD8xm/8Bs6dO4c/+ZM/wWte85qbcCVNOwI+HVaNPRMkJMeO7COXDGMeYydLMIxmuHf5MmJaYNKLsVskWA33sBLsIRcMwyBVNbzYDMfCCfo0w4yEOBNtQQliKc/B+eiaVYDmkiCmHFMRYbdIsBykSOIc5+INDGkK0aPYyXpYCjOrLDqgM6s5lMoIAzLDKpvYGZmp+7VfW3Sw9Q3UPg6Fb5BrEIpJ829zfA4ODolcCu8sT4BiW/SwQpWkgE8IzSWchiAW9ISEgkuJVZ1ll0OgR0IU4I1OPNBJxIsO2otyZ/a730HteivJ+67bPV4ddMy7T4sAiEXb4god1q1+N7vugDdsU+OjlOec18b2NizSFnU+osF8+/6u98eYK/BoNGkEKL6Yr+NLsxM4mYxxOthGRFSfw3W/9ER2HDEtsJkNcIX3MaAZPpuexUauQvlrbIxVVmY1bfABUhkiEgW2SYZ7a5XLF+FS+azej/gAVRfJ3XhpQYR+7qvcQx+4X6ExEpJhSAkElPJ8RAr0aWa95wnNcRnRAldwSHZIHJ88z7G7u1tZFscx4rjbe7Wzo8Dx2tqad/3ly5fxh3/4h3jf+95nlz388MPI8xyvfvWr7bIzZ87gJS95CT7xiU8cAZ9bzVxuCeCSFFVqZ59mODvYwVctP4W74iuIdPX2j+7cC0Ykbgu3lTIz4bboKKDIhatsCgZhxQxV5S+hZmJkgN0iwcloF9MsstWAN4sl3BldBYeKtZ9OdpFLavlD5oUciR6EBDLJQKEKna7TaUMhtjIjlBIguhOYk448/76VXVk9A0hI2ej8lIvfL+RXPw6g9DZ2RI6/SE/jbLCN54e60rv9vZRekuIvAVRK5ITAVXI2v6XiXrhiiRQjObNnNllcBiSYNtVDeF334MvR2kBPF9iZB2wO6vWxx6+A6yYoKZ/3blJ09ZjV7xWFaGe9r45c9RyuJ6IduNS3nbe+S9nZtMW00/KDCLDN+1hiKf6/k+fh8ek6vm39bzAgGTgIMl0cmUuKK/kyltgMExpjW/SxLfo4Fe5gxBOsBRPkMsBUxKpAMwhyMKRaLZ5TikdzgXvCxSZci3DAFgU8Xf2X6UvKiVp7ksI90VU8mp1QfTcF7oufrtT34yA4Fh8Ol2+u7ZOf02W/8zu/g9e//vWVZe94xzvwUz/1U+2nlxIPPfQQXvGKV+AlL3mJd5v3ve99GA6H+O7v/m677NKlS4iiCMeOHatse+rUKVy6dOnA13C9dgR8FjBGCE4xhuNsE1/IR0ijELsiwdl4C8+LLoODIpcBnsrXsBRk6NFMpcDr4qNKi0d5EZjWwQBgvT0cFAwSq2yK4+EYu0Viq7wzpp52I0AIKO/NajjFbpGAEYkhSxES5fVhRGKjWALTACCVodLlINzOGPcjPHajrCvMVQcOdcBxkvbwf/R38Cu75/Fg/Ax2xZ5dl9ACm7yPbZFhlXIwogCXPZY+lfX2wMjWM+SSY1MQ9Im55xwhqQqU3Ux+y422eV6f+ky4DZy4oKcN7JRZY80Qmc8T0JZxZVrU5bnhkOCyBkBkO3DxX5MHZEj/NsajqJTAPceqrG8ClzrYqWd4+Uph1I9VP6ZpH+C5V1pxeMwT9FiOe6OLyKUCLQKqKPLpYAwKgT6boccyPDK7zUp7PD+5jEwGOB1uIxWhnVQMSAZO1P6pCDFBjFTuoU/YQtl1bVbP0Ot6B32gp+L10eerB9p9dnfAMBXb4CC4O0iREAYFnMtz7N4Knek+7Q1veAPe/e53V5bN8/a89a1vxac+9Sl8/OMfb93mV3/1V/EDP/ADSJJkbhuklCA3OOGhy46AzwLGpeKlhABeFHIAHAJ7eCzYBgfFpWIZj6S3AQBOhruKiKxZ/6AqHV6R4Ziuz1VASGoBkOHjAGrbmQiwkS3hdLyDVIS4PFPCYxMRIyE5hjTFWjCxaesxzbFM99DXLtgBnalZm3bRNrRFHB5Am2qyMdfTsV+re21c3pDRLwkJXWi255qJyUekwMdS4GWRWU4sn2mVcpti6+qfqHZBlzYosz4EBHZkjm3Rw6kwQ0IYAjC4ad6dHe4hk5lvhi0KeuqDVtt+hsPVtl99WVdICp51VQKtMl/oyYCeKjCoAhe35lVd/bcOaAAAhADOsySgdKNcnSgmm+T5ShtqANxd556r4SHyYAYh4dX7WUQQEVDFkT89OoMHVp4A12BHeagL5DLAo/kJ3Nu7iKmIMGblQHY23EJCMlBILNMU2+gpb49kyKHqEKq+L8AmX8LnMuCr45G3DV3vfVeGZ5fVPXjMA5qqRY+rIMgN2XMpdX8PCNwCCs2H5PEJwxDLy8vzN9T2tre9De9///vxP/7H/8Dtt9/u3eZjH/sYHnnkEfz2b/92Zfnp06eRZRm2trYqXp8rV67g67/+6w92AYdgz73e+iZaG+HW2FDr8AhQrLCpKmFBVHkLo8gcE+WlyTQ5TnUMgQpxEQlT9yuhOTiUONiJaIzVcIrjgUqhXA3LOLoAxRobYy0Y42y8BSEJhnQPmQyQUJVimklmvVAvjS4idMJc7g9en/GK2qBVDkyH584Noaqah0R9EsIWAlZlZle57RuWnsCT+RpSyfGlQuIvZzozRRpSOippsWUGCBAS5e1xPQu5VPu61z7PqinhXx6vUxvoEfof1yFL99MGenzbmo/arpmJZJY31kk0P7X97DVo4OIFDXp9LklF5FKgCnoyUGSg9rsK5+iPBj25pMglhaiBIPN328ecO5ekAqDM+dq+V65Dzv+Y6zL3y5RvWWEq/H0u3EQqAlDnHTdlcu5PnsSK9kInJMfpYAen2Q7ui7ZxPtxRmmOkQCpDyyXMwcB0FmqmvUjGfNw913yyCW22cNZeA7RXswTrz2QuOXLJr4sYf8NMHsJnP6eTEm9961vxe7/3e/jIRz6Cu+66q3XbX/mVX8EDDzyAl73sZZXlDzzwAMIwxIc//GG77OLFi/j0pz/9rAKfI4/PAY2CYCoYLhSruFoMFXARyouTEFWJHIANTxlaXUgKW9nYMEdMCMxwgnLJsESUx+ZUuIPjIcWYJ7haLOOe6BIGdIYTwS6GugxFRFT1daaPfzbcAgBs80EF9Lgqxa4JAJDtJSHcWZFfz2fBMgpE2JdvXnhrEYtJgIhw/E22gpNsjAHNdD2d8mjqf+X5iSxRupmWnUMglRQ5GEZCIKa3wAzvBpoPzHZpD5nt95OlNW/bijen4l1p59E0aly1ABsX8Agd5nKPYUCBOkZZsNYXfnK3c5eVH83skbBRELOPAUQmw9Dl2jWBTBXc2Ot0wrMuMX+h+mCyDG0rLxW1GUovXrqIVIZgRCCXASikzooEIBWXZZmlSGiOL81O4lJBcV98wd5TAJjIyHquMxmAEcVXjAjsLKvuddmv1UNc9Qlam5ntr4c4f0vZYZCb93Er3vKWt+A3f/M38Qd/8AcYDoeWk7OysoJer2e3293dxX/9r/8VP//zP984xsrKCt785jfjR3/0R7G+vo61tTX82I/9GO677z6b5dVmQggIIRAEJUy5fPky3vOe92AymeB1r3sdXvGKVyx+QY4daIr6pje9CaNR0305mUzwpje96UANeS6ZAQipJizHWnGZQWAtmCDUdbhCwiEk1To6ufqfqvpboQYrgOL4cKmyxhgEhFSu461CZU+sszFW2BS5ZGBE4JniGBgE1tkE98YXcCbYsrH2AcmxTqdaFK2wbV60iKLPqsTR5uC4nw6tWaV7sUfQdw5GKM4EW5jKGBMZIiFK84iD4LEisWKGAHTWlvlQ6+3hUmIqCwhIbOuwYLJg6M31Pj3XvT0+0GPu+TzQM28gEi0fwM/HMWDHBT0+D03bsV2viz2ms8w9RglQ0FhvBEeNmF/da6OASvN3N+tySZFBeV/V/6WHyHiJzMdsa0Lk9X3261FqtBXK23OJD7FT9DAVsZ1kDUiOiYx0uCtALgN7XfeGV/BAfAG3R5sQkuLh9BxGAtiVkVUvplB6PqY/MwrHADBt0blxvX5tVvfquN/r+7Z5Iev7Njw+B/h8pdi73/1u7Ozs4JWvfCVuu+02+6mHs37rt34LUkr8w3/4D73H+cVf/EW8/vWvxxve8Aa8/OUvR7/fxwc+8AEw1j25fPOb34wf/uEftt9HoxEefPBB/Mf/+B/xR3/0R3jVq16FD37wgwe6tgP11u973/uwt9eU6t7b28Ov/dqvHaght6L5+AjGyjRrgQGdISQFhixFQjKbOm4AEJdEi38Vdh/XA6SIyNKCJUoktvM+KBHYLJZsmGwmQqQyxFTEmIgYKhNsimU6w4PJ03Y2uS0UGn9Qz87arE1wzfdyzwM/i1gbabm53eIg7esSlaWywZewLWLkkoJLqomaRqNIhbYodHhL83psiEZKpLLM1shavF9fTnY9QM0nKtgINXXxd8w2jTCEA4hkFcjUgYkPvPjPUQU/ldDWnBl0HWi0LWvfl1pQYyYzPmBTAp4yrOXuw224jVQAkAuc6p/KfdX3bldGeDw7gcf31tGnM7xq6bP46uQJPFmU3ItcMnBJkIoQn8tO4xk+xFPFUHHn2B4EKJ7hQ4xEjF2RWAkN423mktoMVqHrek2l4sn43msf+JkrVilL8FOCnCaodo9VhrKa4GjRT/nbuuKQNwcIERyScvM+TErp/bzxjW+sbPdDP/RDmE6nWFlZ8R4nSRK8613vwsbGBqbTKT7wgQ/g3Llzc8//P//n/8Q/+Af/wH7/tV/7NRRFgUcffRR//dd/jYceeqiiEL0f21fvt7u7i52dHUgpMRqNsLu7az9bW1v44Ac/iJMnTx6oIYdpv/RLv4S77roLSZLggQcewMc+9rEDH6sL/BhSHwAd4sosZ4dBlB/t4UmoCoG5MyIuqQ2HAWq2dDbewnKwp7wP2kM0EglyyTDiPVzIV5HQHOfDCU7QmeUaRRDIoAiKdwZVj1y9TMUiKetdL/X1gB+forAb3+/u9IT9GDsTbKkUdkjF7yECIThCUgoxGtDjhrhm4JhKjpBQXOUhVunMke5XwmZ1WYO26zmy+Z4/d8ZcJyJXj9MMS5m/K9vVuCwlIGgClPp2PtBTBVd1wFQFWMbb4z9O6QniIOCSIpNMc++awMYAHuNtyWVQ2ceEp9y2Gw+R+TQ9WNU2cxCt0UNxMh7hdLCDCNUcNDMZiwhHpGU4Uhligw+Q0Byngh2ssqnl7QhQHVomlWMAatKXaZD3Z3vnkMuqtIXPfIDH78nxefmaatX1fXK9Ltcf5QWTrR+fB6kLEN1QOwx+z3PMWfXMM8/gnnvusd//9E//FN/zPd9jAdY//sf/GH/7t397oGPvi+Ozurpqa3G84AUvaKwnhOCnf/qnD9SQw7Lf/u3fxtvf/nb80i/9El7+8pfjl3/5l/Ft3/Zt+MxnPoM77rhj4ePUyZpAc/AzlYqNMShCX0S45e0AqMyEQt3ZmGWMCNvJCT17WtXlJpRekPImnQs38f6N+7HCpriQHsPLek+CS5WdlEqJkc7wAqDj9nvI5zzobcN1vUBp+z06eMbXYdoq28NIxOr69TXfF80ABPY3rHt5ZprAyCE1+FH1j5aRYUgZYhKAgkIFJBUYO+zK48+2uRks9fpii3bo87yDvu1c0FMu899bHznZx4Npy4qqH7cOaoQk4La2k6yBqNKbYbatH4eDgLohldqx7d8aVBgPiToGKuur7S7DAMpz4kyWiLlm59oqWYVulpLU4Av429lZPLp3CnfEmzgdjPRESYeopNHAkhiyPe3B4djgS8hlgAGZIdIea1PKYZVOsS36yGSASPdnisPIsc4mGPGeAiJShZfbzFVWri+/HvNJHKC2rF4QFWjXfMJ1tufI9mdJklQiS5/85CcrHp4kSTAeH6xW2r6Az0c/+lFIKfFN3/RN+N3f/d2KgmMURbjzzjtx5syZAzXksOwXfuEX8OY3vxk/+IM/CAD49//+3+OP/uiP8O53vxvvfOc7Fz5OLkVlJsOMJ0KWs5aEFkhEbknJI9EDlwSCKMAC6A5NUtvxCRALfkzHGpECAhS7IsSIJ3g6W8OQpaBE4DhVCptDtodCMHx6chYxLXC1WMYFOsUJlgIgGNICqaRYJhlOhzOVoYQqEbRexbhSh4rUi1AuNsi3lVq4HluELO3aA1GEDTHGZ7KBIpXLZvtDQi3BOpcCqRToE0VkDvW5EkJwG4u1l6jUuBFQ2R4GODFCrHKzsVsFBB621fk9baEtH/fCW+Jhzs/qAhhfunbjeN5Qbfsyl69jTVLLDQOgPTAuQFHk5bqHp3JMQsEBK0xqQq7COU4O5iUlGzBk+hsDpMx34w8WUKVsDBBThGShJ0/qXVfX4TyHEtgWEUYywUc37sWr1j+HV/Y/j4QITfIX2OZ9DOkeEporKQySYVckyLT3yYSxQsIRgmMqI0tk5pIgpKo9ESls2weksH2gSfRQ10YWBss+a5M3UMdwvtQI8q4H0ZgrFVD15vmf8XpSCANBfgSGbpi97GUvw6//+q/jne98Jz72sY/h8uXL+KZv+ia7/otf/OKB8ca+gM83fuM3AgC+9KUv4dy5c6D01urosyzDww8/jH/1r/5VZfmrX/1qfOITn/DuM5vNMJuV6qKulHeZ0VQ+3JVMIO2xARSJz4S9MgkkMCnOakjMJMOAqo7BCAsKUORC7WPIzqkM0acZruVLWGIzjFgPMxkq708ww9XZEAERuByv4Hx4DdsiQgSORAsUchD0ay7sei2c+uzKVyT0oNYFALrqTh3Uo+IeZ4MPcC7cAiTwhQI4F3DL6TEWgGGJMOQyRS4FpoJZT1lICHLJsUSTBqALCQMFQdzyzH85g5752x1+598FehqZXR3mC0VVPStORhaaoMnuT/ygx/5tmkNK0NPWdvu3s001XFT3UplSNCrzKkEZLjfeGnVuUQlnGBCUg+FCfgzTIsTfiZ/Rld31RlJagGI8NqbPSkVo+YtmsqY8U9QKHkaEazK0sB6hkUjw+dwJh1X0sErP6yLmluHYj7kgyAd66t+bmk3QQFZWtqm0hdxcsvN+OTrPdfvJn/xJfPu3fzt+53d+BxcvXsQb3/hG3HbbbXb97//+7+PlL3/5gY59oHT2O++8EwAwnU7x5JNPIsuqhdpe+tKXHqgx12vXrl0D5xynTp2qLO+Sx37nO9/pDc9ZnoEDfqwnQhqxPIkQHBMZg+pOh0tqNSwiJ3NrQGdISK7CYw4BUM0iTVyc2zpgMVVk6ZkIkROmM8cEru4NMAhV2nYmGUITLgPBkHBYzQ49OJTenSqoqSvo1utlHbbVB9FugNQMMc4bXPtESe2PRIwByTASCbgcI66BPBdgCQArtEAOJU0wERxLLNLn9Ksau0UNvxzBzqJmnpWqEvL8npmRbq9PHfCY76bUyCKgx/WqUCI7SczGezIv67HuKTLnsOBFc8yEJK2gx9i89eo8pcCp3YcAgJo0nQ92cKFYUm0zz6Es22HaTIkSVXw6W0OhS+2UxwRyEESEW88RQ5l40acz68WxHDrnPrl8xRBKqX7iZHFZvg84Ppf1cDqYYm0RN55j1/uGNfhjsvqMtYlDWiN1sOSAITnfg3modki1up4r9qpXvQoPP/wwPvzhD+P06dP43u/93sr6+++/H3/v7/29Ax37QMDn6tWr+Cf/5J/gv//3/+5d/2yWmwfQkMLuksf+8R//cTz00EP2++7uLs6dO2c79Dr4MbYjcnD0wIgiAwIA6EyllVcEAzWpD7pDIgIjnXVleD0cFNBAaCsf4PJsGbclOyojTIemchlgNZyiF+ToBzlimlt+UIpAlaKgSl/UV2NItaWjEvsBwlxt5oKa/ZCgF9HkaDtXj8T45l6Gj+6F2JWJ/U26ZpeK6Eh0CjvHgFLkkiMmRghRtd18H4vU1u+aZ1f4GJuC4N5wsND2z6YZkFfn+fjAnw+EtgFTt26VUdEGyuexwquoDaouuOEgtmzDovo1XeCnfmz//gK+VPVK6Fi/zwbI+I5l3n8xZwivh7dY7b4bgMFBkUm6MAgUkqBPM/zF5p1YjVIkpLD7zCxHSWWmGo+1C4JUPcHcuZZy0maSCNxkDQFqOUCunEYqQ1wq+tgkHGtshlVavpcH9eq4z5Rqj9/T478vi53DF3o1972eQXbD7SvM4/OmN70J/+E//Af8i3/xL7zrf+iHfujAxz4QoH7729+Ora0tfPKTn0Sv18OHPvQhvO9978M999yD97///QduzPXa8ePHwRhreHeuXLnS8AIZi+MYy8vLlQ9gvCbNDAFDek4ItVlEXBJwSWypCFM3KyQFIlIg0To/JgvMbM8cUGRS1p+YruNaqrIoGKSeRSqvzvnkGs70d7AeTcpZnQmpkZIw6nsZDbnXgJz650bZoqrMXYqt+6mAnqPsvHM70BoPT8nZSXQNrlB7xdaYyvoaywJGobh+bgG5UGmKPTlTld5BsCWmc7e/laz0ZrWHQ9t+J78ab9nJ1J8zV1FbrZf2U9nOhElIc7uugX/RcFj7/qJR3NeYu9xMQLo8ORSlJ8YFCs3tuttszvFMoQB1VavHf/6rfAkbewMMwxQRBBJCkEsg1X2OISZTSCSGwAyuPD2W41XylYzqfL1NJlRmxVtJjhAcAkRpBEGFxx7N1/CXsxXsCHPNzSytNt2nunX1XfW7oThQet1XlvPkOWltsjmHYQcCPh/5yEfwi7/4i3jwwQdBKcWdd96Jf/SP/hF+9md/dl8E4sO2KIrwwAMPVOSxAeDDH/7wgeSx22YPVhcCxM7QTApqSLgqFgpRdh6O+1l9V3+nUqWXmvISqQixm8cQIMgFszMwkwEmJMFquIceyzBke7qzUi1bpX4vm0tovtHhrDarp7B3pYDvx9vkE90bceVN+7sxB5fAVBYYibyxnUpvJxhQikgDwh4JEXuAzd/mU1zhYyzTUq2UyxIc1a1HYhyjffydsH9D+C83wtzfo02Y0YhOquXE+zzVBSrL4+j1Cz6DFHXQVIKf+qBVB0ENrwwUUHE/vn3bAJW7fX3//ZoLftoAUBf4MftNZdTJI3I/uQxwrDeFyfDKtKflCl/CM8WyCrFDpaW7XqtIFyU1/ZBqm1Gmz0q9Hh3yY0RglSqgb8L6KowmtTq0Sc8PkMkAjxeruMAXDzp4yfJzCMhdZp6lRUBQfZtFvI6HbvKQPs8RkzeQOH4g4DOZTKxez9raGq5evQoAuO+++/CXf/mXh9e6A9hDDz2E//yf/zN+9Vd/FZ/97GfxIz/yI3jyySfxz/7ZPzvwMd2wl9F3AFQnlsnyxTWF/gDYl710USv3aA6mvBEyANc6HqZAaS4ZElYo8nK2DEqE4g7pdZfzFZyMdhHTwlZ/N+0ASm+PdfGjBD2Kk1R6Vuqfhe7DITyIB+XFzNMUMiDkRFCS0zdFiMeLEI/kS43zugN4nzCt5ExxjPYr28UkxFSE1kP0lcLrqWoYVYFrW50l87/7TFXBknN81+NIqkDH6k05IVq1jwtA2kFQfVuf52dRAGM8Hr7tDX9GXWcVyHQBm2qmZft2bhvqoa8284GhNTrGUpDhTLINQElgcM3tMV6ZEFxNwiTFVEa2nzLLATdsL0Eh7Xdau+dGwNXsw4gCSxTS8olyybDBh9jgA73d/m0RYrHP6+PdrgUAdQGjmwp+5M0XMLwV7EZVcD8Qx+eFL3whHnnkEZw/fx73338/fvmXfxnnz5/He97zngrr+tmw7/u+78PGxgZ+5md+BhcvXsRLXvISfPCDH7SE7EXNVZA1VcwBk9aubI3NwEHwVL6ueTqqI0tFiBQhVtnUyycQUAToCMBEBJWOrxAUCSvAJcFO0cdt0TYYBHZ4H2OuiIN9psjNSuCwwDmW6dlas9N3eT2Lp6hfv2bNzUjv9oWd7g1H+N/ZGj6fF+BQ4m8hKXCZp1ilgfXoUKiSFQlh6JEYM6m8QjOZIyTlDPdjKXCazbApJJZoeU3PxWrsB7F6faQ20re7rftdWGCgOB1+tZn2mbrhbZhwiK/6uUuAruzr8HzaeD11MFPnAqkJi5/v02btnhxhw0XzuEoUEvXsrpKI7aTaO5ml3rZAghGOgHLcEW0AAFIpwVACGdNmIQlysMYxQ/CSx6gtB8OAzizQiggvBRol1f0RLbmNAEKSQ4AiIgW2eR8zGeIqlvE3GXCSjXGK8QXh3fVZ172vP0ttXCC73U0GP19p9oIXvGAu+Nnc3Nz3cQ8EfN7+9rfj4sWLAIB3vOMdeM1rXoPf+I3fQBRFeN/73neQQx6q/fAP/3ClxsdBzb6E+oEzAMi46gcEmBJVkZ1C2OwsAHb2BOPxcdaZIn6p7mAoBGYyBJcUS6GaLS0HqXUPC80NEpJgzGMnVBYgkbmaUZtihC5hlJSg59kIcS1iPoC1Xx0fYwICJ1kfDMKW7TBhwttYz9lOHXuZxCjAISBsVWaTym7CaF8VpcihantxKUBrgCeXBRih2BEpGAhiEiAmIXJZICQBJkKgT2bokRhX+Bgn2dK+r+tmmQtUDdkZUGE9X4FItU/7c8UhK/u5ulFqX2Pdx6iDH9eqJGbddlldXx6rGwSpY2jvrqxmb/lAh68NjXVEtIakDrKdOl/1LriZZRRVMESJxFSoTMXT4baS4Kjw1mhJkiZcZ5wyu7+qtl47H1RdwVSGGJAMqQyQ6X1c0APoEhgaxPVJBg6CiYgVHUAqccOE5JjIEBd4qUU0JNwWFfbZ9aaRL1zktcXq2WE3xb4Cgc9P//RPt5bCuB47EPD5gR/4Afv3V33VV+Hxxx/H5z73Odxxxx04fvz4oTXu2TQT7650krIJfiiR2mWcIZMBTLV10zEYzQ0BUgmLcUlsCrzRwkglQ8JyCElxLJwipjmG1ACgAD1Wrfi+K3qajJhp8FP1ToUoSzUAaAw83df/7CoVtw20i9j5YBufz4+rrBPJLNmyfiwBiQAMXArEJMCunKGPajkMRgjGQmBTCpxhBKw28I1lhj7CRogsJAEEBAZa9+fJYoTLPMFTPMMm7+NbewVuZetSdTZCkED3s+Rm3dS9P8aMF8gcvcsjZMBP02TNi+OfqXeBIB8AqoMf9beTYu7yn1qOo9q+OKjZjwlUVaPVslIh2gCWL2Yncba3gxAcz/AVDElqtzNmqMupZiaW6fPQQKhARDgmMsJExCWhmxArbMiIQIoQESR2RaLeP+0pyh1y87YObykgFmBb9HE22AYAVWwYBUYAThC/b7EL9NzM9HJTBuXIbpx9//d//w0pg7Uw8HFTvufZL/zCLxyoMbeSVRU96zPU8uVbpRx3h9dwqRgiITlyMISknIWlMkSEUgsDAFKhOpdUKC8PpSoOTonEy1e+gCdmxxESjj5VIayEcISkgJAEsRZBNNXgVezcgDCtN2Q9VIZD0Q1gDpuA+2zzYM4HCT6v+cwJyZHQAm1DpnvtSyRCLnkF8FFQLJEAE1ngC7nAvWHpCQHQADyuUVCs04Ftx5kgxV+kp5HKCMDWwS/wWTADfureOAO4fSacCULrek8IrLqsmQbvWgmGqsCjbTZu3us6UPGH0Krgx93eWFuq/KIp95U2HAAgzQM/q3SGqYiwxFJEhCPVumAqHVsLFppCo0SA2Zpapac6k4HN9ppoodY6cDKhLvc+huBlmAvGmxRUjj+ke3ZiwiDVZJEUGIkIEVKsUJ+Xr039eV+3bt9en2eF0OzYYXB0bk2/v99uFL8H2Afw+au/+quFtruRjb3ZZtyZrm6D8aq4NiQcV3WnxSDQJxk2ZRnSMNobRtk0oTlGvAdGpKLl6uwsNUjnWAmmNmyWyQArZGpnl0ISJCwHhcDpYAdnghQAqwww1NYeKmvktOnq1KsOm/0OavNAj+vJ2a9Hqb6PKyboGiMUp4NdXChWIQhFKgLUu88uj1J9WUgYbmcMY5p5tp1fskOF4NTzcHYwwUxuAwi913irmcvpcT0/VY9Q1YNT7lsur4MgNwzmewxc/aXO55HIBgeokztTC4e1hb3McXyhr9IU98cnklg/rgE1Ls+nfq5GWz08H5+1gR9AeVA4KKY8wuP5cfz93pfweLFszxeiDHeZPseQnlUQnlQTNLTqfEJmlhSdQ3F7TEmOVAaVfdysMFW3q9B/U6QIMdQaQowUGJAMHBQJKZDpX7XNC1i3NnFMX4j0sOzmgSHyFSdgeCOzuhYGPh/96EdvWCNuZauDH2P1WYfy9qhYt8mIMKUquK7WXGZhCcsL4rKMeQNqBjSkCaYiRkJy9HVqfEJyrAR7GPHEzrgGJEefVEFPXYhwUe/LjZRebxO9m2fX44l6aUgRYQMTGeIESyEQH5hPZIjaS0RxJaqhMOrd1ncMLgVCzQF6Llk97IWKjECdF1S9xyWfpx0EtRqBLQzZFgpjIF7w02auR8hHhna3q4sgAk3yswt+bLs8IKgSikO7qGHd67Mf8AOHU2hsKiKtKcaxWSxZ8rEBMAaoUE2CVlo+mW1zqHk/mWRKn4xkAC0JzwbsALAgCNDyHqCIUFg151U2BdPUAKCs7RWBg+tMM5UpJ5DobTYFQV9fU1IrrXOj+qy2grddy264SRwOx+c5FJoT4sZR3Q/E8flKMKOBAQCQ0oIfQMLMX1zZ/oQUCIkAFzEmIsZUxGqmJSIMaQoOionQfB7oFFWiemshjKtZYiR6GIkEQlLs8D5WmdLF6NMZjgUqG2zKY6yyKfqUg8GkWVcHFgpi60u5y+vWNfD7vDK+Ssq+gd6X4dN2Dp9V2+0HE12ZVYxQPD+kUP62uLK9mXcrLR7Z8NqUbXALlfqGXlRAgDl+vb2uMnLbtbxr+w7cG1/At/YKPFmMcIolFiBtiAm4lM86Mdq22/0pW0CQNU/GEQNpeIZawScx+zRNqZRLtZEBHnM6dmo8t0CjHEHFvBXmSQPgGPBTbuMHQXWVZ9WW+VleXaCnyjESJfhxLLd9FMVmMcBj+areXmvtaG+RmZRFWmg1lQH6JMNURvo4ip8TgmOdTsBBMBKJnbTR2jsUkgK5DHCpWLWEZ0B5uw0vSGmYARkYpiKy7cn1dSWEI5VM8X5IYQur+tTAgfZQV9vw6b3fHaDnlgFBR3bddgR8WswAn7LuTekm5xIAKWetESE4zQo8XihvjHHtKkXmABMRK7VTUEDrWKQyBiNKNozqWWMqQqvYPNXaPhwUfcJxrVjGkO0psjOUhgarARMLSCQaoMe1Jrn0+l9eXwjLBSY+scE66KhmFZmZfgk8FIAoj98W6jJmKqgLyIaXRRF0ASF5BeBU2+df5msnBbHX2AVwfMcAgAd7j9mZ8R3BsLJuiUS3VHC+Hv4CqplfxtRv1fL7OIDI9wzu3ytEbAZYl1UJ0v6Rsl4iwyxrltEowVad/Gy1b+ocIE+WZ5u1FSv1t5la8ON6iUxCRSEZJkWMZ/I1rAdjhKTk1kxkWV+LQiDT4TH3nFxSneElkUkFhHZFz2qQhUyFx3LJoIQSlZWFm1UtvUwGVhTRcIxM1lkqQ0y0MONJNlLHJQIbxQCng1GF++UDP/PqwFXvV+15k/71fnBEvH/faHsu6vDcqnYEfFrMV5RQSOhZovL68FrnnGsS4LYc6CrrM9sZKPJyrsNezBYyzXUm2JSHOBdt4KlsHRwEfTbDlMdgENjkSwhJgRU2RUxCrLApIlJgIhkSWWCJBBUwY1PYnUEJMOCk2nlSogf4BV+qeUTp/YCe5rLFXJsH4QdtiAn6OsxUVZAWlQHaX5i0mo3kAy4+QOZuN6922QMRcJFvAxjiGT7CWTa029+KobG21Heg/rw1rQGI6unSC4LxcsAjFvzMNae0Sx1GlIOpfjbdZ7213psGQJVkCAWA2sDPQcwHehrgyZ6iPLepnbWR9bGd9fGiwQVkOtMxJAK5ATRQdQEzGcIqMVOBBCU4opC6+DKs8Kqr75O7Yq4aEPVppsv0UGxzVYonkww7vI8hTZERhgFTKfHu5C8kHKGjLTQSERKSYjjnNi4Cfg4Keupjwk23I+BzaPaVocJ2QHM7Kys+aDo429FJJ2VXdZ0hKUAhcDbYwrlwQ29frchuSlS4hfxKocIEIeFYCaZqFiRipFJ1JAnNbWczFSHSSsigqrBrj1spQeBTblZifvUyA/OsLZV5Hugxtp8CpvXtDXBqO359+baQ+HRGcYVPsSEmGIsUACznxgUXpi6b+bjLu9s3H8y1eUBCElhPz1k2xIaYWFHF55oxQu3HZ3V1Z58ydL00hu/DnGMosI+5H1ct2v2gth2gxf/Mu02qmWJ1hWjj/amWzqj+9tdbO8w1n8fI1Aurg6SQcNzV20AhVILFMt3TEzliEzLK2n/mfpYqzapERY4q0ZlaXiIjEhMRYyKj0ttNVGke49EOCUcqQ9tHqszUAqt0qr1Mqm/MZaA/Snw0czhD2yLaV//kvW8doMelN5T9PbEf3/43CwQRfGUqN98oO/L4tJj74IO4QmbSxsWr2ysVZSGJLichMaQZJprrAwkIQcAJUXFuSTCTISKpXMSgwDP5GnLJ8HR6DMeWJlhlU1wthhCSYsQT7LA+JiLGi+NndGekvD515STX22OsrsXSZV0Vzefvu39PT7l91bMyb7nxsrghJve87rnOsBADMkNfhwCnsgCTSlgQUEKE5lzufl2eh7Yw3TxbZNtUCqzTW8/T47O698e1NvBT9wq5ytDmOG2DnI8wDWCuw8cNk9QzzNwQmesNcsnSdZXoRp/gJUDvT/V5EXNBT50gbdLYy21VQeRT4Q6EJPhCegr3xU9rIKKyr6iUzoBvOEdCe7AV78bokilitJLSCLX+mPECCUnBITRpuZ49SjDQobVVOrVhNkOQdq8rJIXuY+mBwkqu16erx6tKlpRW6ftry+q/pb9C4pHd6nYEfFrMEO/MzKhK6JQQKuJVsQHJsS1jRDpuPRKq5o1RX05lCEolmJS2w8qkln4HxeV8BSHheF7/ChKS43K+gtujTVwthkhFiKezNVBILPdS5ZYGwwBVr8Bh8HW4zaRpAgBDbjbbcClbNVOMNYUDu8XvukCXsDNGM0BWQ0xd51uhoT32Co0xlTkoclzkKUICnHSLkDphTJ/wY5e36nrKWZjw2Fk2xK7YqxRGfS5YFwhyrQ6Qm+T8dn5UBRDtB5+b3Sq/YzsI8gGgelZYHfzY66twgwRAaOfAvYjnoO7l8WWFtVVoT2iOi+NlbM96+LblT9k22/5HUmwKRZ4PdbaV4iIqL40BKCU44ZqvUyChObb5ACEpEBGl9aMmdyoZIxcxRryHIU1hUuQjouoNKn6jogKYMJcBReY8gOonhzS1y7tIzq33r+a1d5fV//Z5eFxJkWfFjjw2h2ZHwKfDuPt6mYeu4hZvPokqPVSR9bZFHwnJMROhfYGvFUMssVSlbOqw1Sqb4tHZsk0fvS3YASMSUxFbd3lCc+wUPTwvuaIKJkLauHyX+3eel6cOEnygp3nMJrCg3ryb/YOeOn/HJQ/7jmMIz751XW3OJUcIilxyHNeelZnx+kBiR3BMJMMJysFAcIz2MNMg0wzKM1kgJuUrdFhK1ybjbFMUWH4OB6O76nq51lSGrnqB6sdU64yXjyw0IPh0g+rCie5KHwDyeX/aPD9tg+M8naGDKjxzz/kYkXawziXD81Y38JdP3Y4rfIh7o8tYpapPulAkSKE4O0ZmIyQqXT3VFdYnuk9zK7gPtP4OhcSQ7lnQlcvAcoNc3k8mGUJZgBJZKWQqdIguJBwCFKt0DwOt4zPSxOcBneEMK3CjWP5tXh7Xw+P7TeXNAkESX3Hp7DfSjoBPi0kT1yXunA9awFDaJW43xbVXJ5MMMVEznmeKY0qhmSqBsJBwDYQKcEGRsNy6kZUas8RMp40acwXATgS7WpBPK63CzwNZJKxVz5zqAj1tAGQ/1jUIuudsA1118MIIaRzzMCrIMxCsUIY1EISaDM2lsFliALAncyzReOHw4X4tJAESfX3PthL2YdmiIbEucnRnSKzlp3czxNqEE936YcYL1FCMlu47LzvBj72uFqDTptK8qHqz69nxgZ76cgqJOwebeFicw6emd+AF4RXkEkplHgSn2RhXi2XkMkBEuOXyhKTQSRjMHodrMGQmagyyAo4oFY0QX5/OwIjEKpva6xuJxHpxBCiGdA8AMKSa9ygVEBzxHk6w8dx7sl/z8Xmqy5ug59ni+ABHHJ3DtCPg02KW6CYVcbGMfasXnumioC74ibQj12j0qErEHAnNEVPl+Yl1xoLrzn00O62zGFSap9XG0CJjQ5pilU3xGE6AEWE9SQMya5L1nI59EQHALjBSz1rrPo4+lyxrO1XBjN/T0+lZsiRR0vAE+Y4173g+a9M5MvXN6hwgs90SjWFS4lVb2rWA9mumGOrpW7igaZsdlPfkWp2r5Vpd82ceJ8jNEDMAiNdAfL2Aap0HVAFAzuPFOsCPeS5KHZ8y3HXdBTI7QE+dg2LUmAUIjgUTLC/v4bHpcWwPewD20KdcCxmmNiXeSGWo41N7PiX8oGtyaU+O8WQDwJCk5QSOCOWVZgIbcknr+ijwFBGOkUhsksdERjbJY51OMSDARAIDwjEiQmfHHk5tuzqvZx7o8fJ8KhyqQ2nWkd1kOwI+LWYebgN+AAOASmJzXdsj1GBnJHo2W2IiYvTpDKlUoKcsmKmOw0FxIV/FCttDRAokJMfFfNWCI1XdWMXKE1IgFaEFRjkYhiQFal4f15PjcnK6Q2K+sF1351xm3tQIf7UBy6+H0ySHt7ZND1jzQM28OL/veuYdc08ToF3xQ7WfWCiMsx9zq8LnsoBPf+i5ZNd7f9oI+T5g36aWXQU0pOL9AWoeIKDBA6oDoLr3ZxEPTxfQMaIH9W1EpY2LAciu7Sgk+jTDZBrjqfEqtk/0FT9HcqUfxUZYZROdol5YgjEjwnqqqZSKiCzL83FJEYLrMhYqdL8rEkV+hippscxSZJJBSIqJiLHOxrjChwoMUtXXrrOxzkgjOlOVYKKB0r3RNSRELVvEo+sDIwtxqDygp8LxuQGFZo/s2bEj4NNiSsvCuMQdng+hYFKCk2pmFyNABIJdkeByvoJcMtwRXUMqQ6QyVDMvrVZqUkNTGQJCzcpmIgSjAqlkKtYtCaYywYlghEwGuJAfQ6xJhKkMMdClLFIZYkdMsULDGu9F2AwlYTpx3fl3AaBFPSYHSSv1dVpdYKUiDriQ96p9m/ox6oOfb7mxmSwLwbb1n/vJmtuPzWSOmITIZdEAX7ea7Qfo7If/Y6x+f+erkle9QXV9oHoIzBzTVzy1Hv5S25YE27aK8Pu1+uDaKVooSWMb0TE4h6TA8ZUx9rIQl/IVrNExOAheEF5DTCTOB1t4ND+h+YOK+MyIsBO83BC1oUNe+rhTGSMhmS1UakPzRBcJRoY+kZhK4z1VKeupzoDNJUNIBE6zPTxTDOz1TEUECoEB8XH83HvUxhc067vDU1Wvjp/AzK3nrKnfddPsyLt0aHZr9qC3gHGQ0sXren8cE7K5bJMvYSoibBUDTVCOSnez9gLlkiGTAbaKgaNaqhRNKZFYYVPrMk5IbisYnwh2MaAzFSe3nTrBU0VcbZcDenjt4yMzL0JoBhbj98yve1W2we2wmgRl6d3H/V7/1PV3uq6t655UtWGa3qwugHOQjC7l3SmPW7/emcz19dXLZ9zaNu9e1TWn2nSoFrG6xk/9PEBVH8jdByj1fcxys325bdXmKUTb/WrEjPp3n3WVqSj7pIOFyv7+qS8i4wwjkSChyqvTp6Unq09mpYaP5hvVwVgOhogob86AZCi1eVQY3tQlNN6gRHuyh3QPyzRVYoXSeO2UHtBIxEi1mOI272GT97Gr27iocdkdemoTKjR/10GPqWtWBz2GBlEpa3QT7EjH5/DsCPi0mHG7qog3tS+AcX9W3dLlC5eK0KqWfiE9pcGMQKx5PmY2ZMTDchkgpjmEpMh1aqmJm5tippHm/wzoDGtsrFzUWscHAF4UVtUkutzBHE1QsIj5+DUlqKiHthZwR3tAjwtifFYBTS0AR21X/Zj1bYDJ1+b6ANlov2dQZ4Si/m9R2xJ7ndfunvdWtJLDJRr3ZhHAVr9X+63N1jyeH/yo4zQBkF3XAX7M+rpX0BU5nGd1T4I7mNbN9eS0hVkW9fYAKjP0fHINo1EP/+kzr8Dj+bpSbtaAISQSZ4NdhJrHCJRChgCQ6DR34/URIMh0f8ZRcoHM+ogUGMlEleshKvRlMsaMYj2FsGV4NnjPirWmWgzxLMsONEjN8/a43J62NHafXlI99HUU/npu2lGoq8WMbDuHefnNg69eVxPugnTSXiHRpzOsBFPMRIiNfGCBzlowQURniuQsQ+zwPkI9m2GQOBZMVGkLI8YHibVggoTk2BZ9rLIJTFXlVTqFSStdY1M8wQXuDsqMI9et75JBc5QeBaBJFG2zLk+PBRyNYpTVtOM2c8+/34ws35F9bm+lx0RsyK/ZSpev5KoGt3dqvkHY3X4sUmyKHKs08GrxuGHJkASY8D30WTdB+iClOm6Gud4q9b3k07TJECxi3vtPFgd/bURo0w6fHpBLgPaFvXxP+Y2Aoj7QUw+zdIGeeoiMEQFIpdx81+lruLS7jP+xcy+e6B3Hg70v4VKxgq9JnsaAAttCVDhHRucHgNLpkREmMsI2H+AE2wUjAiPeA6dUebWJsPzEXAaWIE0hMKAZjOqzKemzLfoIwbEtlHK5EU8csj3vG+gLc3Xxero8Pe798oGeCpG8BobU+pv4Ph55bA7NjuBqh5mH2nh/zIPfIL3pv7cFw0yGGBcJplxr+eR9bOd9jHiCbd6HqZ1jbMj20KczfUyVupnJAJQIm95p9pmKGFeKZdsuI+ue117GegkKA4BGQoXA6iEet+zGYvelO8yktlmc/Nvmfap7buoft+3uNRiXt+v6zqRsbKvuweI2rxSDazEJcIJFCwsQ2iranntxK4e2qlXu2z1oPk9Q/ThuQdq2a1bP9sE9P+5x6l4gd/uGV8fDaesKdx2kPMWi3oN6mGse6KnbS1YvYjqKcSldxk7Rx+dmt+HhyXnMJEFISmFDQHl5TLo60/UFE5IjFSFyqUJmpkyGKavDiNSyHoGt52W850NaIILygg/oDFf5st5HCRgu0z0M6AxDtod1Oum+D3O4Pc3tm9yeLv5PF+gRIDcX9AClls/1fI4MwBHwaTUBqh2z1RRGtdyZGYBA6AyPS8UQfZopATNQLLEZeiwD1d6QchakipSaFHaOan0dw/sx5zOVjK8WQ0x1Be9MBtodHNjUUrczD8DsdwOAHi+WNWjw82zaO5JqKKptGzcM5Vo7sGnvuOqzuraPOn710wBHelkuy487QzSDWn2wcwff/XJ3QhLYVPhFbFDrQ/cbirwVTNT+qWU+Xlk7CKrWY2sHQPsFP/P4P+qYzYHsZnvYGhXZ53h7XNBT70fU/k4YT6eYv7h/AYRJPLF7DE+nq/jI5ovw6PgkPjR5MSZC4ARLG+dz2xeCW9XlTb4EU2XdtsGG8ZluE7GV16/yBKkMICTVukGs5ALRHBQSl4pVMAjcGcw852+a+y7X17d5e+qEZhcEVdLVG7SGEvC44b0bbofA7zni+ZR2FOpqsZLQXDqzhWQA4aCSguvsLiNmyEEwEgk2C1WBWOhaXD2a2ZcjoWXaeZ9mluicS1YBOyHhOB3sANBqp4SDS4ITwUhXdVfx8UwycBBQSQGUXqSy+GPp6h+JHNt8DQhHsCnuzqA0r4Ofl35uQENZP6vutVgEYFWtAsrmvLBtszxfrN+djfu6rXmp/+W+ZWbSQTOttsQUx2gf6zRBgfbKP0bIUEACWufn2TSX06PAjWgCNVKKL7bVP/OBnzqoqYs42r/3EfZyzVcfrK4EXW9vgwNWy/ByNX0g/WKG+zV/IVKXj3JQnSSBO09t4OmNY3gyPoYZD3BpcxmFoDgRjHB//LQiPVsRQ5V5lZACIygQZrg/ma7VBegQFVSfOSSpku7QP49JeV+lM6R6e7OfsWW6p/g9IkSfZJ3X4OtDqpOlpkfebtdVOqQNaEpnEvxs+QuOQMuh2ZHHp8PcasfmYTfxap+Sp5GIPxZMENJyEDsWTHA8HIFLCqOnYWrVANDp69S6lUMtephr7QvjFerTmXU598kMq3SqqkE3+DXVweMzOcGv7bysIh9fL8Zpl7d4Verr2/YD/KEw3zamHep783hlWxuns/tUw16k9SNkOfuzxM2Gm7vda1U3M/geJAvJhIe4FJhJM7j45yBtJPJnK/zV5oXxPU9qme+f//ko9xOoe4X26/3pOr7PvGRqD2ihuPmd5iKZXFVOELGfyjYOUHrR6mXwnOKZrVVcuLqKIBB45PJJ/O6VB/B/bX0NhnSGZZLZSYLpg4wZkVZVlzDGMt2zEzsDyKYythPDiHCs0ilySbHBB+oYRGLEE7t+SBVYMuUyFjFfMdJFuD1l3+AkrPiyt2oE5qZH7WgIfS7a0a/WYlV11NL7I2oDat2mIrKgZpntYS2YWLcvAFuZnULaGUSkhQlDvd+AzqAKBEagRIBLgs1iyQKcXFdVjnS6u6tqWq/MTqG0N0Y8wQZf0tdmrmuxcEobCCrvlfRu6wNQXSEx9xj2b6dja2RreX4LA3DqH9tW52/D8XHb4Utvr9tBgE6bZc65lVAiwQzc3qdcA4Vm+LAZVrqR5p7HBSXG29OWmefLvvO1uyvjzgeA3H2bgpmLh1Vdmwd+2ryAh92JzvMoNCuEV0FP3Xzei5cNnsLJ9RGEIBCjEOlFBUYe3TiOJ/fWsMn7AIDQen2E4uZYL5m0GahcUluf8HSwjRPBLgDl0cm0Ro/J7HqGryCVIfp0ZgucCqhJX0gEBIgqkqoB0370wur9gFnm/u/j9fjuVVMRn9Tu883P6DoKcx2eHYW6Osy8BBTCZlRxUFCpPDsm3LUtYzyeH8elYsWCkBU2tcX4UhkoJVMdslKpnD7QFFvuTy6ZKmRKciRMZYKZ6sWpCLHN+zozwszKmvwFACigRRNpjogUKFWQHZOys/ZfWxisrq3jbt820LSRmO16h7dTX+/TUWocf05ooU465fremXtQDcPMrzy/iE1FhiWqZrbNDKhSpBAAnigK9InAKqUt7vwyw1BIXra3pZ3XK3boAxitv20l9NORMSjLAc0H2qrZV2UolutyKM02LtajL5oVt2i4q7HfdYa2uqy1Htcc0NNmqQxxz+pV/O/ZWcyYBEkKMCawe20JX+qtgZ9Uxw2JRC4lUhkgAi8FDYnAKplaReaQFBiSFDmYLoEhtFAr1d4hgZFIkIqwrHUoqSqMCoFt0UMmGa4Uy/PvRa2PmAf7fbwetbzp7XG394ca62HYmwh+joDLodmRx6fFXFexq+Wjvmt9H/3SUCJttkNfg5ETwQgzreejOkTlLZqKGLlkuFqo1E0Kqb09yrU71q7fhOZWr2eZplhhUwDAiPdUSQyosJmQxM7KfPaZnGCT93EsmCAm+cK1t1zrmo2X96sqFtgtJugLU8mFQY/x4nSFtnyf6jU5hGiP56duZeHM/b8yIWmvXB+Ssio84Fb/br/HPvKw6xXp8pC0eYi6llW9O83wVZsiN3eupS4Y2fZ8+MJjvuucJ47YZvPCX/v9fRcVMryVzKSbH4/HOLOyg5NntgEiwQWF5AQBEdjmA1zhfWyLCH2qlOQnsiyfwqXiGK7SKVbZBKEGRaZcz0TEMIVHN/gAl/iyLWI6ETEoBIZMhcemIsYzxTFsiz4YkVhmKaIOvpvP6v1DfVl9O59XzeflN2TmRg20m0lsNiYP4bMPe+c734kHH3wQw+EQJ0+exOtf/3o88sgjje0++9nP4nWvex1WVlYwHA7xtV/7tXjyySft+tlshre97W04fvw4BoMBXve61+Hpp5/e79Ufqh0BnzlWB0Al50cNpialnFnXrHLrDplKRd/mfaywqa1TM9UfAChrflENdDiOBROssbH1EJmw1zobg2mAZWLgTNfvujMIGh02lwJXxB5GIrbnccnV9ZTuSrinRRjQf3+kd191v5qfvCMMpvZHZV/VVlIJW7lAxh/uIt5P3XzDZtes/uAE5mZ2ijEGgseKsm0xqabYCwcsuNIBal0VGADVsE8dJFQJyT5w0VxW9/IYoFMFKh2A0RMCq1/PfqQR6ufyATHf9dwqtohyM9DOHWkLgy3i7alzAc/GWzg32Mbzj13D2voYhEiwgSqn8/HdezCSCSJwJERaT7YJ2TMdlgJUyrvh5PTJDKe1wrzJ9BrQmd5XZaIaXs+QpDgV7CCVOjWe9xCSArs88d6nRX7FRbO4zLLudPYmR6oOeA6qoP1csD//8z/HW97yFnzyk5/Ehz/8YRRFgVe/+tWYTEqZgS9+8Yt4xStegXvvvRd/9md/hr/+67/GT/7kTyJJErvN29/+dvz+7/8+fuu3fgsf//jHMR6P8R3f8R3gfH/g9jDtKNTVYi6hmUGUDzihgHTW6wrqJnUTsiT3DdkeRryHPpvBVD7OwTBkKfp0pmvWlOntAHA62LHp65mu1G7k4Vep8voYifiE5JUOwg0DPJwB22LdZlOMeYKz4VbzOiUA0szEKgMq84m+rvnCVo3z7esY/uwMn9qqb52x0pNiwlpmG6lrsDXDIGU45mDCgSaEteQQl1V9awecWG+gylyaSlWwsi2MaM0bLvIPiqbtlZIYbphMW1tdrDroaSPF+6zC/7Jil95NVRvqISX3sKT7OqvnrfN+xIGBa5fdqOrcpuRDm3VldM3zRFBIgAissim+evgEHktPYnAyw5985l6sHR9jZy/BZ8kpvLh/EmHMcYLtoE9VkdJt0QeV5YSNas9MKgP73qUi0CrPZYgLMBmqisdoMsMMv/FEsItURiqzS3vKBWCLxdZt3n1vU2P2H0t79D0hLh/QfDbAzrPB0fnQhz5U+f7e974XJ0+exMMPP4xv+IZvAAD8xE/8BL79278dP/uzP2u3u/vuu+3fOzs7+JVf+RX8+q//Or7lW74FAPAbv/EbOHfuHP7kT/4Er3nNa27ClTTtyOOzgBmQYzQqADUbyMEq4EUJb5WgJtPlKBiRiqtDc6vGrGLgqs6N4fScCneQ0Bwj0cMz+TFcLZaVQJiOqQOw4a8BnWGdpjjNpM4rKutK5brispF/fypf15XhM3091ZCSq30Dz/9t5vPolPesPEebxk7bx0dYrnt41HJSKSFS9QRVs/HMvrbtnk6kPSXezy2ZZwZYxBr4zKTyuO3p2ltASZ79X6na584g8HbQdQK5L1yUS97i+fCHKJuelmYIyfWotNV/a7M66LG/r2wPN/nCYnVPkN8z1R0+U+2Z7wmqg7v9CHt2GUNZ6uGgtkga9TzQw4iwej4Uql+6r/8UhkGKe+64jDQLQIga/P/3+A782ehF2BYqNT+CwDqdWG+PmciZ7Khch/tzKFKzgPJyh3riJqRSdhYgoFDqzH2ilJxVXcIMu6JneZH7tf0Uie1KaQf83h6f3dTU9sMIdV3H47yzoyRW1tbWAABCCPzhH/4hXvCCF+A1r3kNTp48ia/5mq/Bf/tv/83u8/DDDyPPc7z61a+2y86cOYOXvOQl+MQnPnHwxlynHQGfDrMvam0GICwIojpzIbAvRkIy5JKhT2aIjKiXJBhoeXYGUXqSiFJEHdAZVtgeVtlEdwgMY55oZdQetnkfuQxAIXRMfQ8n2ARDCiyRqNluqFnWDu/boqkh4bjH4/FxOTbud3d928dnXVwdXyZWGxenHtoCqm7rKuChjU+1TU3RSRM+6yKjmkH2oJ4CRpQnpwDHnpzhS0WGXbGHJVoKG2ZSDYhmwBqJvMKlcM0f5pGVdW1horZwVvXf4unfrvlJ2NX2CJTPhqgs766h5gNBXYVo55HqfZ6gRWy/98Q1X9jmIMrO1wucKsfSAMhMqO4fPIm7ljbBqMRSrEJTXxqt4TOj2/Cx6fMxkQwTDUYSkjd0doxUh/FUGcHCC8UxXCpWFdjRNICQVEnSpgizkfVwy0fMs6474uf4zMmY24cn7abr+RwS6MnzHLu7u5XPbNYejgcAKSUeeughvOIVr8BLXvISAMCVK1cwHo/xb//tv8VrX/ta/PEf/zG+67u+C9/93d+NP//zPwcAXLp0CVEU4dixY5XjnTp1CpcuXbr+e3JAOwp1tVgd7JiHxqSXA4F98HPJcDlfwVowRi4ZTgQju+9URMq7E4ytjk6iZzmqMGChC49yVe8GRreHYKfoYyZCbNM+EppjSFQxvxN0hhMsAoUaIN0UdgpqM4RSEeKJ/DgAIAw5tkWI08yAsapnh+HwZrf70dbw7j8npOV6dRbtIBkp9xeakA4ot79yqZdEVXMfTPgv8FRpN/YMV7/1WTZsrHP3GYkcIQGe4hKiUJ3MXQHBVREjIQUmMsIlvokNQTEgOazIpOPqZ6QMA7nhN5dEzCr3q7wOtb6MqdcHcgpSqbcmUD5LY5FWgMiiIMAAHrOfBcJEwsa7ugjlqApJmms219tG1PdeG/whW3VP/cPnft+H/WZ0qfpZ5YBq6mnBmRx1n69d38cdwH06X0AZMjf2tctfxJfGa9hJexhEM0zzCMeTKT49uR2pDHE62ME90WUkkNiVsRVS5boGmOH5MCJwko7wZLFmPd0m1A8Aa2yMVIQYyR5OBLuYyRCbfMkmdKyzCYY0QyYlEkJq/cjNi/c8a0KFN9h+53d+B69//esry97xjnfgp37qp1r3eetb34pPfepT+PjHP26XCaF+me/8zu/Ej/zIjwAA7r//fnziE5/Ae97zHnzjN35j6/GklCD7kCo4bPvy/GUP0WznAjMTKUNeNtsLFCEtcK0Yaheymkn1aYa+LspndHrMsUwq50QTnXOp0kBH2tNjXMI7RU8V/tOvPyUSp1iCUkCP6P+ryrYJVfyfMY8htMfJgJ7q9Zl0TmeZXIy7UA9jufvNAz37ycRq8/BUigrOOYZLSFfentLrU72maihIlftof036hGHYIj5ojIKiTwKcoIoIvy16GNICXyqUt2ckIox4D4/mSxiJCFf5wIKeCsnbQyquf3KIznCRua5FMq1yybElpg3Q0xVOcttZBz1lqKvq/ekMe3Zcc5dmlDtAdmsE+bLKmp61G20H8QC1Wd1rYYVYW7RnGFEK9AnN8fLjj5XLqcBuHqPHlHdngy8hIRyJ9tgYIVXlE5X2XKpOlyJBGy+P0h6Tto5XLtXE8al8HRQSISmUICuRWKV7GFLjoby51gYSbwU7LB2fN7zhDdjZ2al8fvzHf7z1vG9729vw/ve/Hx/96Edx++232+XHjx9HEAR48YtfXNn+RS96kc3qOn36NLIsw9ZWNdpw5coVnDp16pDuzP7tCPh0mJfYVgM/XKpY9/PjyzCy5kqDR9rwlipJoQAOg4DQITIT6kplZAGQcRWHhCOmOWJaINeZXAktsE5nC7nnuTT6GRK5ZDYdvs3c9O769y6A4+5fD4O1CYq1ZWS5oKSejVX38lSAUK1jb3ws0HHDYT43eNNTMC/MdYz2K6Ern8UktIDkXMBxLhghl8TyGCZav+mZ4pgDhOuDb9PagEeDu1MDOL7t2jKtzH1xQY9pT4PX5QCeegi12Xb1aSse64Ze28DffsJkPj7SvH0Py+Z5JeuelwOfZ8HuvC2co5I4KEKmRAlXohR7eYjtvA8GRYYeUqG1fQKE4MjBQCGst0dAFVreFn1EOnQFqGwvClXklEHo8D2zMh4n2Ah9mllis7fdFlyZ6+02H5jcT7jwMEOLh2KHFOoKwxDLy8uVTxw3+zApJd761rfi937v9/CRj3wEd911V2V9FEV48MEHGynun//853HnnXcCAB544AGEYYgPf/jDdv3Fixfx6U9/Gl//9V9/nTfk4HYU6mqxNjeyKUsBx1sPwJaWGPEeYpLjbLCtQBFRQGcqY6xh7BQsLV+qTDBEhCOTAJehFTKkABLtpTEv8W0sscCnK9PI8ItmPEBA/WmD6gqlA0bmD7aLWBuJ2BfCahsUmmmmzRTUtg7cFZ602+mwAlDlXHAQex/8ajvz09gX5QAZ4NAnBCkkzgUz/O9sDSGUPMGI95BS1fGPBHBPuIRLfOzsP8faMmDQrD3mghgA3kyruqfDBT1VYNAOIn2DVINHJltmYG7GIkjz+ltCV762A6iEyRY1b1ZaY5tnz/aTYWQIu7TlHnBQ9JkKw7549RIe3T2BtAgx4RF2eB8vjC/iqaIHQNUahA7jpwg1aAlUrS0ZgguqpDj0RC6hit8ICYxEr9GukUyQco4Twa6j2mzadfgeN0pkJyB1lfXLZWJhcHnoJm9+Vtdb3vIW/OZv/ib+4A/+AMPh0HJyVlZW0Oup3/Bf/st/ie/7vu/DN3zDN+BVr3oVPvShD+EDH/gA/uzP/sxu++Y3vxk/+qM/ivX1daytreHHfuzHcN9999ksr2fDjoBPiym03xwK62ntxjLJMBMBEsqww/vW1dunM2yTvhUzjLR6MwdFRLid4ausiMB6IwzQsaUuSK5FvZRmTx301Em4IeE2Iywmi2WUtHEU3FTwRdVp2/Q09pVm6lxPw/PTUkywejxnnUTJYZEAakVm1TGBsNaUw6rOfYyqEgCmKOkXizGGhGJAMqSauK5CAgxng22cYup3jwnFVJbAtV4cs2rtbRVSgqI6iFSeCCkbu9cH+jYvTpdXxxfy9G6LZvFYA5oYaTtHfWCqttkH9tR23cvbAJ9ad/NsXkq7z9onAzV9Gkm1UrnQEzTnPRAUW9kAS2GGaR4h4wGozuTKZWDL5AhCsCsSleml78xU6iwuUugM1Mx6dRQXiGOkPebbvK8KmaIsw7NZLOMEK3ViGs9ax+BPiZ9DaECOr+9ikM6kSPe9B7jvX4727ne/GwDwyle+srL8ve99L974xjcCAL7ru74L73nPe/DOd74T//yf/3O88IUvxO/+7u/iFa94hd3+F3/xFxEEAd7whjdgb28P3/zN34z/8l/+Cxhrm2reeDsCPgc0LokCP45Rol6sMmvBZHrldgzOpEqBD0lhQRQjJrNHhc36VMXUFf8j0VyhHM8PSjewqAwSzQFlmyuwJSRBQLjtfNrMdBi+Eg1+T017RzNvX7W/G+7q0iup7u8rJDjv3EoXh2oCs9BeHgfMaV0fdya8THveY16vGQD0vEDVTVtjU1zlA/v7MCIwIAUM6D5G+5jxcelB6Zj9zpsZK3Dh3s+q10a0eDTq2x9Ui2kusZ24bXOAUMt+ypNVOUC1DRrsueYSxO1xNJHc5f3Msyb4u3FETQoBENrp3enyRPjK47RZQgoM4xSUCCyHKbKEIaBcgxmOiYwwpClSGaBPc+wKJTYYWk92hl2ZYFV7jvokUynvuuRPLpjyggtFCZiJEEssBYXArvYECak4h9bj4/k5rgeAmsxan9enbWJ3S4Chw/D47OMYckH9tje96U1405ve1Lo+SRK8613vwrve9a7FT36D7Qj4zDFGZKXDqXQwFb0Tijvja7icryjgAwVmzEzG6FikMrRpmyBlhlcuA8Qkt3135FRkH9AZcklxTaRYoxGqtYxU/k0dO5vssJCISrr0vMFxf1oY5lwlwGj33lRDWy5npzxe975toGduh0REBfzYtmqwY0QNhT69ASc3w+5kFKmcgUHgnnAXmzzAcVZ69K7wMU6zJeyKPYyc0hYHFc5rgoWSbDyv/MKi3IryXM2QZ7d8QI2XQcwz0k7+tYAdLdem/2f2+asexyfSKZx1nenSvgF5Tmh3nu03swtoBz1tWjQugVf5iUuvT0gKnOyNkfIQoAUiyhFRVQz5sewk7gyv6dqDEikCnA12kevjboolexwuVajLCBgmJMeIJ5jokj0JzcEFxVQybBUDPC+6jL+anse3DD+NkAjkxru8wHPuBSr6vTb/d3l92kxNhHS43LnHZky46Rygmxzq+nK2I+CzgNXBj7F6h6M4Pgn6tI9t0QMjEhOhIIkh166xsa21pWZBmRYCQxkHB3SpCol1NrEdzbZgWKPm3NWXjksBECVe+NmcI5fHFDmaFTgWTtBl+00xn7dN27ZtwGae8vIigKdtVkshLcfHgB8K4/Wh2tujtl0hwEm21HWJh25LNMEDVoopwXGq6rH3iAqBDjXnZ5n2sF2MKvvup9s9xSJc5ZkiCrdwavbjyZn3PCwS6iy3LeUF3DCv4fBQMv98Bhy5QKi6vsobKa0NbJckvm6RRt++/grg84CMNxSzD09D2/vgy/KCBlhKjLAEPwAQ0QLPjFcwCDMIEBQ6NBWT3JKYOQgmIsKAqVDVVT4owRMK227Tz4GofnQqYiQ0tyH+kHCAcGzwIV6YXMTQFl1ut0XDp11W0VNzwl2qqKr67rvvzybP58b5FL/y7Aj4dBjzzLq6HnyTSbXDe9gVPSzTPWzIJVCoLIhUhBjSPXvshOb2eCEKm4WVkAwJKewgYP6GnXGXarUAACKsz2cmC625sY1UhAgIx9/vfx7ngpnTzmq720JW8webLk4J8bqSq7Ngv6qyamP1Hrugxy0g6DsWUGZk2G1MZw8AJuylvT6QwCrjWKEJuuxGlT1wzWgwGTMACAAGlCKVAnkNuCzicbvAc1VTDhJhrR7Yfqx+/DbQ7B/4q16/6nGcZR6PFFB6fdqeV0veJaWnx93PtLfyC3YwRuuhPRc0LepxW1RnSp3vcIa2/YS2uAN+AOBitgoA2E57IEQioAIZD7DGxrg3voSRiGGe0PPBLgDY54oRJeUxoIU97lRGWKapLVAKKH0xo3YvJEVMc3BJLIgq22auZ3HrCr/7+qP6skWBTdtk+MieG3YEfBY086D7KvgayyVDn6mUzFSEWKVTCBAdEw/tNqZoX0gU2NkVPUSE67TQAkZKPiQclChpeeX14ZaP4KrVQupMJalSpq/yZWwUS9jkA/Rp1srv2a/qqW95V8e+SA2teqHANtJyM9zVDJW5rvzm7Lqc4apjqZpZVAc0hiRogI66cSlAD1C64jDsEh9jItX9MsClmfnmu7/lOrP+eq+gzZszvy0Lhn7M8ds2cTWDfBs1SNmkwl1bhD/kM5+Eg9uGRUDgPEL/Qc03GXCXq3M2yf7GI2o8NGOugLYQBBe3V3B6ZRfTIsQqm1pCc0g4BqRALtV9TTVnUfEW1eTP9HkCBNuib0Ncqi6hktiY6nPdHm1im/exHozV/XEuYb99lPsb1MNddfNNbCvrbdhRt4Q0+/ybGu46CnUdmh0BnxZTaeds7ssBVAdhSgT6TNXqulSsYEhTrUY6tlweoLCEZgrzv3qBTN2uVIZYpTP74k4lQUYY3K7A6K+ovxXXBwA2iiWMhBJCXAmmSDqIzYsOWu7yRQCNf/+aF0c2AQ9QBT3zAI/PHd3onCwQKjsyZnRHNEl9ES2VcI5Q4Y2002wJjxcjCA1gzMB9ECVsJrs9J4tYF+haRKKg+50yHk1SDXt4Dtv1/Lr71vlDJRjy3wBnuOu0gzz7XZmJRgtsUXP3XRj0uOttpqORi1A6Zav9PTx1cQ1YUZOqVTrV3kJuvYYjEVivhwE8ExkrEjOURMdERkhFiM1iAA6KVTYFhcBWMUAuGY6HI4SkwD3RJZwNdiu/XVsYsfVeLPgsL0Jg7vKeGq8Q6/AW3gg7jNMd+aiUPSdy9h5//HG8+c1vxl133YVer4fnPe95eMc73oEsq9aLIYQ0Pu95z3sOfF5Kqq+eceX6jMtSSVhIatPQzwRbGNCZzeLKdBV3k+4OaG4PERjQGUaiZ7MbOAgSogTDXJesWyxSbVcWb8ylwCpT6aWq8F/pPq6LwhnrImTWuRmNLCsHiMz7tAkTugNAJaSFUpxQrfeDHrNf28dsp3xqxIIHI26ojnFrT6cu8TFWaPnMcJCGN2fex90X8HtuDnIs1Zby075ftZZa/Xko9y+3y2wRTIJcv2P1drQdJ5cUuSwVuzPU1buBvKW9PiHOtnfD1JRz761pl2veEF+Nt7Yfawu11BWaffe7LLpcBU6UCGzO+rhruAlCJVbiFAEVWKYznGDACZYjA8OGiG02V0IKJLRAoid4ps8xYoUcKqljKiId5gpwLJhgLZjgdLCD54VXcUewA8BPYvfd/8o9lH7Q49veVzetft7DEpQ8VJOH9DkyAM8Rj8/nPvc5CCHwy7/8y3j+85+PT3/60/in//SfYjKZ4Od+7ucq2773ve/Fa1/7Wvt9ZWXlprY1IQUu5itYYikggJFMcIKNkcoIjEgM6R6mItadgYp7Zzr8NRI9cEmww/s4G2zZFzfXnbiaBZX1iuoqvIqcB6yyKSYixk523HZCvlTkrll729/+9WXH2mXe43Skpy8CeNT39vMyUs3mMoenRsOnnkl0C9rjxUh3/BzQA7YJ3dQHBFdzqc0ONMh2zrSb4Rufh2FRT2Hd0yPAnAGrJOEunKHj/ryVkFc1c8iXUabarf73kax9kwYDBN1l9W3mWZdHcz82790sxVjLkjj9IMcgmIFQoB9kahnl6JMQqcx0uFV5TFMZYJlk4JKgTzOb4bUt+rpMD0cqQtsPmQyvIUtxPrqKE2ys5RuqHC7Vtu5Q1vWY++y4k8p5ZHKz/lnx+tza3dRzyp4TwOe1r31tBczcfffdeOSRR/Dud7+7AXxWV1dx+vTp6z6nETCkmu3vduTlQ998SVSoS1VoPx9dwyqdIpcUJ9guhlSpmp4JtvB4fhwTEYNLospWiBBXi2VNeJaYiFinopcvqOls3CrV1ogABcFIACHUdqojCnRnVNa+qc5K1f9dQKdtwOoSGPRZF2G5bTsB0hgE6oCnK2yiQhwCHMwCHQAVrs+DMQXQze+52TaTOcYywzKJsUIZjtE+LvGxDU/5KsvX+RGV5Y4Zvan92n5DWG2cnkUGc5uGTsqwF2C8ErKyzcLHckCTbaMdbMt70ppG3aqMPW+S0Cymq0Ja3bIM7vNuRE8B5VH2cdvM320h5SrHpwQ6bhHmSREj5QE+eek8hsM9PDVexTee/AIuFEtYo1PksgzHm8KjExkgJAITHlkuYwiOFEqFnhGhwBPJMKAznAh2cS7YBtAUR63fR59emDdMNQcEt4oXtlAZqKEOVEKB1W1vSc/QkS1kz4lQl892dnawtrbWWP7Wt74Vx48fx4MPPoj3vOc9toJsm81mM+zu7lY+12vHgomjvBxYct9Q1+4SoDgbbiEhZaiOayDV18TnC8UxLQHPkMoAXFIkhDuem2qBR1VUUmCFAufDCRKa41S4g1PhjurcJBqd+TxtFTckVbbTD3oaoYBavaxcV3KuhKBq4ax6WKuekluGrogdCEztNN/HvbfqGNXCsibU9bG0rLJ+K9kyiXGR71kNmpAQnKL+uUoZZvXXOqtvO8875zuea/Xwgy+E1dim8vt2hyfNJ9fPvlt3zYS8fGEt85kXQquH0tz99hPyc708bsjPF5rxAZwGeHWA/kGs/l56QY/ze9V/162sj2kRYpYHGEQZCs5wb+8CVukeppIjJKWavLtvLilyMORQ/MRNvgQOig2+hAv5KmYi1KTnPZxl1bCWew/VceH9vyvcdRAgX7db3fN7KEVKb+1LvGn2nPD41O2LX/wi3vWud+Hnf/7nK8v/zb/5N/jmb/5m9Ho9/Omf/il+9Ed/FNeuXcO//tf/uvVY73znO/HTP/3T+25DW9qjKVBKicAuT9AnM3BJMRI9pDLESTZCKpXr15CdZzJETHJbpO9aMUSfzpAGIRKd5r7KUqxRCdgwVxm+UmY6DwVyVIHUMc6yEcJabapFRNZ8A6Pf9ezPyrLrPaTOyjHbslFaZ7RlR27ATetA4QtxSGEF1mzWxi1YkdlkmEWEINczy3U6gIBAX+aYiuZv1TUT9nXqrn5Ofbn7v7H2Qcfv5bHrW4jrXcesmnt8o8PkeoM8v7/vN/VwmlT4mFW8SEwK//2C/36VbfOH/NpI/Acxt0Cyy18TcLhyjd+tOhEwRg3pXwqrQk+JxE7aQ8EpIlYgiVUiRr+l3l8u28sOpCLElXwZUx7hWDhBHzOb0dpm9jdpmZTN8+rUj+OzeWnti4a7brodgZZDs2cV+PzUT/3UXNDxF3/xF/i7f/fv2u8XLlzAa1/7Wnzv934vfvAHf7CyrQtw7r//fgDAz/zMz3QCnx//8R/HQw89ZL/v7u7i3Llzc9vuduBK/Vcvl8ZJSjDTbl9TuA8CmNAZmNb1MSTokUhUiiidYZv3sVP00I9myMEgJEFCBVap4neoc0sLcKyR8rsAcD7YqrXXtK+7M1kE8Ph4A121s9xjNIFRe7iqPmC67n63Lb5Csu4xGVSh2HpH72Z65bdwp7JOB/bvsZghIRTTWi84bybcBooW0Zlp+/3r5gtt+UBPFwD2WgPElCGftgmIWec7TtXjYgYyZ6AkZWjYtXn3q4v31vTs+MNabd/NNfmsLQusGhrzbGOORwBIFY46Fk3wmFzTXmKKtXgKAEiIxFk2xFikuEQkIiipjVQGEFLV7DKlKcy1XS5WMOZKG2srH+D58WWcYGXRXRecVMKMC3h1fKB9UZDU9RtWuD8m3IVauPRZCHcR3PwipV/O9qwCn7e+9a34/u///s5tzp8/b/++cOECXvWqV+Hrvu7r8J/+03+ae/yv/dqvxe7uLi5fvoxTp055t4njGHEce9dV1T2FDkf5hasYEZXZz0yEAIP17kyhCM1Xi2Ws6ZefEqGyHXiMqYgwZKpGzkyGNhSTSYY+yswsw+2pi3u5MyTzt/I8lW28Xu9OG6en0WkfwLPj7ehbB9jS0+MtJ+KUEmGGwwBUCc5Sa/iQxbkiz4adrilJTyVHJpXnz2fz1YH1cwxRGWwWsUUIy2q7xUCP/zc3g46034VkoJXZvFt2oTmoW10ap5CLAi3dnkF7XFknVJet67J5/Kb91JkrzzjHqzmnLa2gB653hdr7uRRkyAUD5xTryRSbM01S1sfo0wgJSSEkwVSE9v3P9b02iRsjnuBStopxoRI4loMUkU6Fr7dBtVO30WmqDwS597ULwHR55uq2iGSJ8Q6b5/OWqN11ZAe2ZxX4HD9+HMePH19o22eeeQavetWr8MADD+C9730vKJ3/0P3VX/0VkiTB6urqvtvmsvUpUR6DeS+I+7Ip0BJoPZ4pQl2VnRHgsewkTgS71hMxFZHdBwBikitVU8N1qHhWJHL4BezmuYeNt6fR2aC537xZfdsMttnJdwOoVsFC74BKG6DHO9v3kDgNADL3HEQP+Pqe5Qt4Pm4Fs/WovKT07pATABvSqAL6Rbw+84/dOsOeA3p8z0h9Wa41tazZ58B3viZY8oW+SsFLt0wGHM9QV3aZ57wtZO5q29o9m62em308m8LjFVXL20JdRuCPguq7KQRBGHKkPEBEOQQIEqKADQXF3QHDZZ4hEwwTEdkJn5moGQ4dAOzxCCkPMRNK5FCdt3oPK32KJzy9H92wUt+q3MacbxHvpj3OrQhsjjw+h2bPCY7PhQsX8MpXvhJ33HEHfu7nfg5Xr16160wG1wc+8AFcunQJX/d1X4der4ePfvSj+Imf+An80A/9UKtHZxErK/kK23kwrZLsZnYZIUKTefVMvoqQFhjQWaXTGYkEqQwxEj306Qxnwi2MeAIBgiFL7QxqymNMRIxVOrX7Gl5PLkvPjpvx4OfglH/7QE9XGGNeh+PLTCmX+wfk1swuDy+heS1lh1rnONTNzGBdL5Dr/TG1iYxX4DDIkTfDcgms0QDT2pDflrbcuC7neaCuNwx+Fdou0Unv8eH39LSvXyyMBgCZLvirtqu2l0I2juV+F5JVtqtsX+F50UqYrOpdQgVwdkkHzBs0WzO50H3vuo9Z/62o7ifaPacG/FDACqkWnIJRidVoD5RIrcLMsaz3C8CwQhkmssBVuaSz5ShMercv5fz2ZLssI9M54XLWzcnkMtfsPge+zK15Hu39etNK7//NVW0+CnUdnj0ngM8f//Ef4wtf+AK+8IUv4Pbbb6+skzrFNAxD/NIv/RIeeughCCFw991342d+5mfwlre85dDa4UttB8rZASPCzmp6LMdGPtQV0jnOhFuYam2LmQjxpeIEVtgezoRbWAmmmOqZUyqU0FdCc6SiTLHmEgBRoMeIrukbsHBs2wU9XXyEzmN4PDRuuKuNs9PFAepKS/d12q5abKvKrbOfrUXkeH9Kr48Z4J4bwCchBEs0xgW+Z5f5PHhtAys8gzjQBEE+m/d8LEJsX4TM7m23Z3l18Fmsmjmv/W/2Lfkubm12vVY6YNlzLJ91gRbvBGVOCPAwzA8K1LlylO9CuhfhtuM7uLt/DQBwd3QVx1m/3I9QrJAE1/gUDAKZrA4jFMJ6sQfBzKrZpzKqAEa3TT4Avii3rG35It7MJmew5b25FewI+ByaPSeAzxvf+Ea88Y1v7NymrvVzM8wlVpoYsPH4PD+5jImIMRMhhO5gjGrpZjHAtWwJV+gQK6z06FzLl7BbJFgN96AKmzKcZuNS0EtWlWaNtWVb+d55F/TMI2DO4924nUTdw9M5CLZ4d7wgxxMCm0cMBVAb4B0SJ1BmsWiqDIPASET1I1ibyXxuHa+bZV/M+9gQKVADO3UwC/jvSxneqXJ8fFkuru1Hk6ctk88HeuYBni4AQVGGI64nBdzwvJgXAFXPuF9rG+iBbs/ovs9Tv2+L8O7glj6h2ORLuJotgQUCQhLcEW9glU0RgWMmJWISqoCYnkDERBVQtm2X0Ar1IYSkCAhHSCgKoupycR8wr/VBXQB8P6EqADasC1S5be55u47re/Z8nsUje+7ZcwL4PBvm80J44+RueMB5H0xxUhP/NiUqdngPe1xVTV9iMzydrWEtUGTnXDKMigQnonHDjVqXz4fzvfXFbXHxLkpS9npnWgayejhrHmfHd1/9mV0tXCI9aPgE2wDUuAJlMUb1HQ3wMxIJBDL4qq/HJMQlPm4QjZ8Nu1AcA7CFZZ0WbH5P3+8HdACH2v0x5uNI7McOCnr2A5QN/26/oaBWc0jvBgA1OEKoenjmhTkq11Pb1gtInecaWPzaRO13r/LgSCe52WxjjBGBx0dr6PdmuPfYZbhaRzEJ7LtRgCOVHKs0wA7dwyU+BAAkmpvIiMSSDtszJOix3Hq+3XO6qf6lB7v9WvftlXWOZfhZ7eKOfjDf5DI+i6DnMDw+R14jAEfAZ2GbqxkDDYIsIY9BgOBaPsSpcBebfElvozw5MS0qs+pcBNjOe3hidAwAcM/gSqWqupuWvGgWls/mgZ4u3Z1FUtEN6FmUs+OuayNxitqgYM5dBz2V++JWUXcIqxYAOeCHQmBX9PCne8C39gpvG7IW1d6bbQnNERFem637fz/A/1wo7RonfOPxApnt6taVseU7Z2vIqgX0LOIZdLP2DsVI6XGkFf5G+3l8wKiyvoVfVF/vfS867kGXzQtFuhO3eh1C65EWDGeWd3EiGuNaPsT9yRNYJhkoSo9oKjlyKSAIwa7oqRCWJEgRaqV4pkpU6KS6cZFgyFJEpLBeFwN66oC9walybL/hpzZ+VnO7ehiWVpY3t392wmBHHJ/DsyPgcwONQmJSxLiMZTAInIx2sVX0sRykqoAoVTOkzWIJYx5jnCcYz2JcCZbwwsFl3Jc8rV4+qdLS84oS6+Kk0LrVj1H30HQNXItweHx6O20EyzroqVeq9p3brGsn9NLq4Kg9O4rrY2aWVIe5+EKg9o5giGf4CGfZsHWbm2G7PMEJtosQpbfHZNIY6+JnNUJcLQDIHGdeqvt+QE9bzTXfcarHrJ/jkAce51kxpU2Up8RwwtoAUDsw8novAW+oBWgLS7qekaZncz9AoP7+GWKza1ezJezuJegFOU5Gu0hIjjNsDwOdQTsWKfo0Qi5N1ptEZL04ZRsVT1EllCSkwIxyvDh5GkOq0uAZQQX0NH57zyPnDzuJ1nW+Y7WBqq5JXycRX1JU/YA32I6Az6HZEfDpsDbuSdcszLyMxi0cswKFZNYT9Lzkiu0UAFVPa4f3MBMBCkkxiDLcubSFPptVshXqqejNNna0yaNU6gM9bcQ+X3iiKztrv5yd6v6LgR27viV9t7LMDWvBAUAme4f4zz2TOXLJsUSTxvGfDXuGjyBw3KYfA/vjZ7nL2wAQAE89M/8xKsvm8n7an8+usOiiAPp6TKAGAgwQqnmC6taV2bOIp6utLV3Xr47t4bl5Bu1598qStnVyxno4QcAE7lm+ihPBCBQCU0lxBx1gT84wlgWEkPZOhISgT3OAAxHh2NUcRlWbS+maqXun6nSZtlEnNOvNCgVr1fupWrdnxt3GWgeoagvNGl7PIjIcR/bcsCPg02L1wXteOKZuJtPrZLhrs7VyyTCToQ515ZjyGJQJ5IJhj0dYDlOsrk4xYDOssYnTFnVOo5Lqb29HHL8Oemoz7UW1dxbR3Klr7fjO75673ibRAr7c49XrD1Xrcnm8FC6nRx+bQYASrmuIqTTe+nXFJMRlnoIRgh6JcZWHONuu0H9DbU/OkEvoUiekklZtFHPr1gk23FBNjeOjpB2bHqDqsbtnx23n7+KyLMIDa1t/vWavVT8HCgy4Hhr1w9ercftA0X5CVT5B1OsBe13bur+P+5uafXYLVariWDDFKpuCQuASX0Kf7OKJYoiEUCSkANXv0ZBwMFDcHV7D4/mavjcFrhXL2OE9AEBMc3zj0ufUPTFeV0mQ60ywNm5amx/FFbisb1N/3urb+EQt53l2FM/JaVfDS3mTPD5Sgtwi4fYvBzsCPh02bwCvlq3wz/xW2BQcFE/O1hXwESHGPEFMcsykSl3fLRLMRIBMMEQUuG/wNO6NL9hjGF6PL3NHtWt/A8C8VHT3mt1zLKK541NVbi1j0dbZtISehGcm7BI53WsCXKIuLcEPHEEzPZsznJ/MUd7eFXtYojFuYz0ISFzhY9wZPDuzO6GfrVwSrLIJElIgNQOHpI3sIGPzgUFZedoNbynT3gCUUg3mfAcS4ZszW14U9LR5QAyAaFNWX9RMqMuA48o7ToSXX+QOpm3tbOPX+KrAd4G8Lv0qv+dTE5wbXuumt2pPhAgDbt9dStR2TxUDXOFD3BFsVkD3VJ8v1UKtuWQY8UR7dSRmIsCxYGLbAVCd/s4cj08716muK1X1anWv925TvwfO3/NC+Khs63i3b6bw6RHuOTQ7Aj4tVhfLs8tbBhOXK2GMEQFGBFIRotCgh0uKGQ9AmcBunuBUvAshCQpJkQmllBqTHAzSzkiEJMjAKgOz79yLWltK7bwsm3qmWxdvx3XHdwGzeYDHB3bcczeyLlz3vbvOgB+gltFVZny517NMe9iTM/SICkuuUOBpPkOf5PhfswhfE6d2nbE/nCaISIFtPsD3Lu20XvN+bUvsgUuJUKcPb4ue8vxIU8WcoO5JWcjs7SnTuOv8nrr3p25twFmt6wJIftDT5eVpC5O6f88D211mwYAsvTyspsZuQGidH1O3LrBmQFVnW+aEhNXf7VmN8+p6uVmOLgAKqbDv3DobIyQCqQgq3CQOE2LmmtOj6g5OdLkKc56Qcrw4fqZx7TkYcsnmPrPzgHtF+6dFadkNR7r1trqOtWiGoboXNw+NHAa5+YggrewI+LRYF+m2y3zbPZ2t4Wy0hcv5MtaCiarrJRjWIjUbmokA0yICJRLfuPoIzobVAqMZGHI9yJkB6XoF93yp6POya9wwll3XwUGY5wWot2U/gEctn69K625bL8rogh/ftVzgOYTMEeve4tF8HSE2cG84w2fyCA/UpH8uFyt2IPqL2TW8KDwcftAx2sM1PkVIFCdsJGLnnvkzUuZZBcwQs2d1MPSFDdsyXhbRo+kCPV0eki7AU29X2zkXNZvxZ0zWvQqlRwhYTO3a7UPsxIj435s2q4eF62ns5blJZVIgKu80qfxtQp3mOBQSuVD9zJCmGqBJ5GBIqKoXmLu/iwzAJcVIJnqdmpgZXk9IC5uBaNoD3S+Y0HmbFxlohhXNdr7lXSE+V4ASgJItaAWG3c9afdInjsJPz0k7Aj4tJlAO4Ma6OtEukmMuGfp0hiFLsRaMcRxS6cZIis1igHGeYFoogbyz4SYSkttwTC6p/gQ6e4e0zjJ8Me726ysHnEUHpHpmSRd3p+JJWmDw6czQQhPwLGKNzpCIUq22Bn5Mhe66ZXqw+kx2EhQCjxXL+Opois/NTuNzM+D+5GkMCMeHJy+w7RWS4C/27sIzxRZeP5g0jrlfm4pM15MiWKczjDQ5vl7A0icj4DNGPGRmDX6A5nMzL3NrUW2eSpsXArbdg9CiYGff2iu1NjTe7XrGYOP8/naaAV/xXKre4UUAa2Wy4kwW5mkuNX4j7dlywQ8AxLTAaKrC8BHhEKDYFhGuFMtYZVOvxzkHqyjMm7I9nBL0adZ4Vw0nzXJ8WjJADcfKHNNNg3e5V/sy0uxLKm1z+ry27LsG/eFmxp+OMNah2RHwaTEVQmivBVU3X8xcHUe9TIbQbJYlJP//t/fv0ZYc5Xkw/lR1773PmatGo8vMICFkbDBYGMcCG8nY5mILiBUgJGCSFYwSgkMiKcEIJ8HECxmHBTiOLwsH/K3PLPkWgvl9AVvEjrkEBFa4GGRsBMK2bCQksAah29zOnLP37np/f1S9VW9VV/Xuc+bMGR2p37WkObu7um7dVfXU814KjbKT1lI1w0PTJTxj/52t2D2rVCegRwOZQZ/fZRfAWGv3uBjw8LU+i09uR7rQm6WX3VBerRU/1+2C7VU4kV2LBT9riKMzVyDMSOPwfDdWzQgNNL4134MZPYAVM8EqjfCxE98JAP69SS+zu2f78c6H9uHfnPX1zrZ3yUlaQ6UUZoZwgoAVY4css3+LwghkJTm9ng1PU9VXyaurj/QFPf5egUnsy+70Mqzuy/60Ytykp8OHbycFMLn6pcwn57de42y5kchtFBZtDqLx6Nk+W/eRY2aUIqwYe7TECA0eanbCQGOs5p6xYrUSz4/HzDJWjY3WPHMeWTv0NGtbxGVPBTtk69vuM3+2lwD2oS8ciyPOUFykfiwBptzmKh+8tT1PbtVpXQqDmmozZQA+BekyGgXybEoKfnjQz6nCkWaHD+zFQb4mLo7PwaUjOGdyHN+382+jRXtGFVZp5PXiJaPfYhtyu1XEE2CX+2wfQ+VF3kR93O1zZcflq+h3/EzOqDcPfoyY7L1LOBkf0XUkzB2PmpP4xnwnblt7DHboNYxVg2PNEo6ZJTzQ7ARggRFPtrPWRB5sZE5FalQ4STNoACumwl3zfVhSM1SqiQDmojACkeRUOcLd37M/ST45O4ou41R7v1yXRWEIFoHsRWCnC+h0jiGKd/0AOsEQ51WyM8mqpTZwwGU6/lPvRntNR+Ml3YSkp5anc5YCcN74qP+9Q69hRPPWfLek5zhmJlihCR6Y7/LG9sYx3HurkxipeWRTxBs3dnPnupdYyqBWLKvBsmAOgSXiv33/lFjCzHeXqtRyc+CMtmgJJQyMzybKAHwKYqC6VTXJxNWlVpqomU/T8E7d5f2E5cPYrVexuzrpT0dmWaWRBz4MUNKJIDa+LO+Oc+7aXYEGSzZO69lZSxp+PQaYPh+0d7OLGAh54jQL20TFXl4mGDy7xd8o5Q2a9+hlPKY+hptXduKBZifOr49ixUx8/pYxalptkIsOv8lfffBx+Hf77uysd0kqpXHMzJ0rccwG8kJi2Z9yGIGWTYT7afuJ0wIVnP1EEuwxtQUB8uA2ZyNWXtTSxTq3m+4ALoW6yHvrZRlDfk6lo2SdMgbJGTBUqmeqkooMc5N8W6AruSfrHr/3PPsTriWGuZ4B0RHTfGS+Aw3ZawyKKmU828NywkzcHKKw0kx8/mtkmdNLd9yBKdWOLVJerc4MNtC2XZLCKsGcyOv5GEviXaj2txiAU9lxJVd2+t2ZbWbcPIiVAfgUhBkf/zuZqHIeEalUyk6hT1g+jAfmu/xO56LxfS331hEa7wUGWNueVaq9/lwuUHE92+VKw16e3KYYtfTWXYbKOa+skkFlKpzPTCwEfYFL2o70mT4xTdK+jY0rg5u7N3h22a+aEW6bKfy9sSX19+oKP7LrNnz8+JNwz+wsnx/crlpn2pJtZ8Ebr49oaDym2o17m+M4IXaXVl1Qw8BFbhbgIQUOLXVMEs+IZYYaI8wxVvALls2n/M7WYyMmJWfLs8h7sg/YkfkttH1ZAIxS1Qif9yTLXARQ/LPpJoPifFPha+lhsZwXl9FieKRxs2B72rGv+BupALJHoUxNDaUID82WncoqhDKoQFjS9nuYufwMtFWFeVUT4XgzwdxUWNbx++DN25QqH2l8kfNDDkgyc5SqHoHyXJwDMPJaqR65zWy6GV6v8fwgDw8ZgE9BGuSjBANhApQTQ05kSPWz6+Nux0SRTrqC8ecvAYgmiFUai0Bf6xtg8SIR68oXGShLwJOzK1gkPMmXvEv4Wr+8utUbXVIJ/T8QbAAY8HhQJBbuT5x4ImZ0Ow5VJ1Ap4OYTT/Z1zZ1vlJNUNTcjjf9833diSc+wt1oBALx67z2927FGMyypKqjToDB1sVMY8Cw68iNSe2aMcxtSOGaWsVufBDQ8+Ol7GGfJaHnRUSUhn25mkdudKzvNs4tlbOWZ+S6lmlTaktgyQ1ob52cxqM31QytadOnZIuMRA2wJeha5h3P/BPWswjfWzkJDCpPxHOeOj0fjfUY1tFr1aa3q3d5bdbHIzh8dwaHRg5Hqhw8sBcG7r8+czWILQGTeVd4eJ/4XCIAnB5T6Sjq/WVVZ+YiLJjOXnnYZGJ9NkwH4FIQDBrJ0UdOLRO62rboKGLnd9JKeYQTp8mkXuKlje3KU8HrLTgOs9VEhlDxH+oMf7SfWRSH0u8DMKZ2GnLByUfmOuZGMEN//+PEnY4eeYkb2XWjxfI5BatU5sTtYcwbJbNe1nu/nzvkxNFC4bXqeV3VOnY3YjGrPzPVRQXq7lIyNDxuwjlWDnXoNJ8wEYwWA+n17i4ziS+lDfdtgu/1MmaG05aWsRh92Mm8j1i7bRW5OQNF6wfCiPPvUU4azSBmfqC6C7WkzPbHqbV+9gm+tng9y7M8xs4yqMl7FbmDj9cg4TyfMBEeaZRuFXsTwYbEgaO7mNKveYtAzFQBpocoReebL902mz/uEGegq37N7KcOezIXzLXRn3xRV1wCeAAzApyhsNwFkJjMFxIHM0aJfc3pnaWtRKYrS8I6I3d/lRMH5s3SxTKlYP4y4bn3i6vSxJShN2Lzz9MCnQ0WxSDpBEanOCRFiJ8jtj0AQ2/kg2TmTxrFmyafv2kX3qbtWhBlVeMbOv8aP7VjFLz14Md57fB9evuvBzucNDA43y9ipZtBOXcku+DOhBu2rggQQtRkITFBDNvZKAx3Uq6QSO5dulVffgINdRspdbSkBnfT+ekMfLGJ9InHfQ2CAqlh1uiDvbP4JsF5UR5ki/W7t/RIgD/3fkLKMjDDQXpmPsGsyxeG1vTinPob91TGsOrC9SjU0CDvVGpb0HKuNZXr6xBSbicjOPLeUztgr9UHq2i7/zoGcFDSVj/qJgXoaVZttk2QZ8jvrA643TYaYQZsmA/ApiPyo04Gt4SYRpWM9uIqNk3OBtuwZUXE69tiSdLCdmOrITiZ1Q+8jwa4nlnTSkRMKENskRDS6NBKWfaJiECfrKGntHFgpAZguGw1f18wRAqJWtm0iZom0zWLwkzI00cJxCqo2IF6Evjo9D3eNv4w1M8LXp2cD6AY+X56u4SxtsBSBNTsh80ICxCqMTiAIOI+lhMIXbbKL08QHrMuBndKCtR4Vany9DXbyZSxmHTdqF5aLN5NdhCmMCSDYkJXAUwkUxLGQqujvfgd0BjEZwCO9uKJxLb4VO4fZDcxXjh7AvSd24ZydJ3B0bkG/VXXGdRkpgzEsK7hDT3FMNTgy24U1GuGi8X0tZjxs4CyLnVODt/qmgwnLubR3MZIyHlArr5z6XTBokVemip9bxPoO8vCWAfgUZJUqQLho8gRoBwP5w/b8jpgQeUbkQI+/B+MXrZlgdaTRH9PBKQBh6aLYJTjJ7Z76LgRpnryrnMm2eLuRWJ3Gu7uYMXKThPcqYi8r1aJgu3Zpvh1oq0VknszycD58z767ygOh3IIR2t0tzJYsYuAqGNw32413P/iMotuzlL+cncDhZi+euWQDIN7q7L4q6OjQ29a3Qd3xTKT7eQqKuV+ACmNq/GSfZy3K6qtFjE56rWSMnFebtb+JHOOSY31yQGaR+jVykVbGg32fj1gE0/w4rfw+Su9dfhMmqWNWlROdnRb3aVZ1I9X2ZMfynCrMmgqrzQh/d2wPlAIes+MIDk6OYIde85uDKVVYUsBZ1Umcpaf4u/ku3D4934+vb013Y0Yazc7ENV3Z3xzzqmV8vYgpStu8ET2NUFV3ibfHk+9SlhdtQEOaWefGaxOFBq+uzZQB+BTEkMbMtLunYiPklHFQjmrmMUFl5ic1WGZ2x94Li1kc7yI17Mx4guTo8A0a/LWAT2aCteWU7THC7k5ld2UlV9Xcva5YH4DoY2Gzwt5MQV/vly37T2Yx4jqX4oC0Jc9itFIl3kCzDlB33KxihzLYoab+PDAGxYbgQY884VpKp+2I+D5zXkosx8wS9lYrWTudRRG742t5UJkDO+XQCm0blnhXHksp0GVRhZa53mkjJSWxHyuqmxaqoars35xnO3p0P8AjNxz5MagwNRVWpvb8lccuPYA1U2NPtRrYURicpU+6w3Gtt+kJM8FOvYZvTPfhZBNUozJ8hmSteS5bZO/XJQYBcMqwEl3qQcv4xP0px0UXM9gH0mytqmvrinqkywB8CjKnClVG5WHVVCryBALsQE/1wDkvGl6oU2PO1K6m5KrKkhu86x2E6W42vdeLOk8mW2ZqZFu8gWQmbV9ZyP44NU9qyO2BEbvBKgK7KbcWGNEuqWLMHUvgnxG2B+uRBhp/Pl3F94zbZ3l9rTEwVOMHljRuWlVYpRGONcv+fXjD5oyKJRLxTqMYRoAHQKX6c5RxwKrVRt7rMA9i7b3CKfEJeFqPbU7JXieod6zoBIDkyk//9nl1MA+t9ILpyaUrxv7qwfIBbXYyXCszkd3gsQx6NAhTU2Nlbk9lX6rn2FtbsDtSc69yr9zhuEvKYMVUeKjZiZFqcMJMsNbUmFRzPGXX1z0Qt8xY6I8Z1X7+kptJaXuY2iGWJPcuu/o1N8flRmqXfVSXfeR8qxgfbCjm5SAFGYBPQTiOT1hQg12ISXaZHN7d/h1UCLx4WtufxK6lAHbs33nAk2N0eNfTxcJw7Iu0fVKs66nJ3s+pqzh8fcudlwL4kVGhDbUX6S7GZyNiCmoezUEflY4jFbeeT5gCbmMH6PIqORV2x10B6KS876Hvw7E9X8QPLgF3zY/hLF3j7obwULOE86oV/Pl0FZ9f+S6MVOO9wYJLcLVQVcD2Iq2T6sU9L0lWDzS78G3Vvfi7+T7s0GuRGmsReNgos2Pvxd96UX1VAB6lOq1Xct+/lZgtlMyLfK71LXUwrynDaPNJEhUW2EUG36304r5WBlNT4fh0gumswq7JGpbUDEvVzBm7G2gFjNUcS6rByNkssc3OkfkOHJgcwQ49dRHpK3v0BQWD+algfLKbKQkIN3lll/UIatxy2uK9zDW/Lmwl47PF8ta3vhXvf//78Zd/+ZdYXl7G5Zdfjre//e144hOf6NNcddVV+K3f+q3oue///u/HZz7zGf97bW0Nr3/96/E//sf/wMmTJ/Hc5z4X73znO3HBBRdsWVtSGYBPQWZUQXsj3RDhVCe2MzwZr5HGTFXWDdoF/wLcpEbu4L7MJJXudruCkQFhMk+j6fa1U+mOpNxlYxEDGXs/P5F4mwvH8sTgTU68p4G7TdqulcHcBD0/h8Hvc8ZS6Vp0n5uQAKq+bv8fPnoJPnw0/B7pBj+w869xv1nCR49dgpGeYwTufzZ+r2JGCgV1CNDy4mJpgSHBaC6pGR5odlqXZhVH/O7jbp5jBLvAjr3fBjhZo+EFKqM03alIFqxl1KWlTcJ6ylkYD6gHUPfXe5TNgThrZbA6r9GY8IyGwVjNsUpjjNQc51bHLVsDYMmFO5hRjVllgQ7bLHJsMwAeEDJAl8x2XHf5e9FYa7Nhi9Iy2JGghzcrbVYt/95yHl2AXRe2zMYH2BxV1zry+MQnPoGrr74aT3/60zGfz/HGN74RV1xxBW677Tbs3LnTp3v+85+PG264wf8ej8dRPq997WvxwQ9+EO9973uxf/9+XHfddbjyyitxyy23oKo2HnvpVGQAPgVhrwfJbES0bI5hETY5I9W0DtAreXl00fkl25rSLiTcz08infr+1DaiZaQagExJtIoZEhkkrcT4dBmc9jFMjCTtXj/RaqQktwRupTOB+pebLoz9Juj0PWkifPJ4OPjUkEajlP0KWV0ggI9k87I2KEB+J11Q4YxgQfrx+RIe0DvtCdvJt943no681wV0wnPxOMiFEeg8RqZQh0XSZyH0+fmAj93q0ujwUDeHxO3oUs+Eo2kqb6zfuznRd7zoSButCPNGg0xo/0695kEPt2mk5jAEfKvZib+b7XMslQvGqtqqUv5OZlRhZmr/O+1XqWrtfZ4fmSJA6QM4ucyUVesTT8j+DmVslapLYXOMm9czw/3xH/9x9PuGG27Aeeedh1tuuQU/9EM/5K9PJhMcOHAgm8eRI0fw7ne/G7/zO7+DH/mRHwEA/O7v/i4uvPBCfPSjH8Xznve8dbdhM2QAPgWJGB9pJyImyNwZOzMRal56ebH0ib+TCyKYThi5smW6sh2GBFapzU1Kz5d24W3jUQYoGnH+eVfbeGLmBbtkULpI4sW+PQH7Bc33ZQ5s5VUqfYGX/y7cwrhIRWbzjhfaGVWADu+WvyVDGmuuTuzRxdIOUxCk4uM1EjaopPoaqca6yTc1JnqOs+sT9tRtYX8h1bOy7nEdJAPSVlnJ66n0iUuTUyctWvC6FsUmZe1Enq3xRCYAGZXvh/zRHf12toGpYFXKKYBx5MGOlNWmxmxeoZlXOLjjmL1GY4wwx2590oEXjRVT4QSN8I35Ple/ENqCwY9GEwFSb9QMhZkJoRdKAQOB7s1C6N98X3YBlC7JnWMILO67vmk2RQibFsdnNpvh6NGj0bXJZILJZNL53JEjRwAAZ599dnT9pptuwnnnnYezzjoLP/zDP4y3vOUtOO+88wAAt9xyC2azGa644gqf/tChQ7jkkkvwqU99agA+DzdpTIW5iQfSHM642btFtz/EOQ8+AtZgWgO5ylzLSWnHKY0GW8/4XVRbrRTyzQxwz1h1eTzEthdh5608eOE8JDPGacosUYgEu1FpIHfGOdaDjRrbIKiVT8rKrUNlYggwik97rzpDGti8F9htkIFRykeP5p2z/DbS89eis6VY/SDc9zvrL06bX9IzrJixuFcGzOW4Pqr4O1t+xoYn60lYYmO68u4BPNLFNw34Z8sMB5jmD7HsN/Z6BSosMKLrlSjEA9vfkYZWZIHPrIaZ2+9qlUY4Mt2Bc+pjGKsGu/VJHKpO4u75ThyjJaQHG8eH/9qo9Pa6DkbNiS1jOk9V0QZgY22U7JjMm8vs7p9y2kUhEBqz/SyO3/e+9+HFL35xdO1Nb3oTrr/++uIzRITXve51eOYzn4lLLrnEX3/BC16Al770pbjoootwxx134Gd/9mfxnOc8B7fccgsmkwkOHz6M8XiMffv2Rfmdf/75OHz48GY2a10yAJ+CzEhB5WwjoCI9aVdsCa3aag8+uyYX2TmVbiCjs4EAw9/5nXYpLavlZAyRtntnHsikk5VO8sjv8CyLwItzu32LRScTpjyLKwIdSV21EiePJ/GC2uq+HkEBpZAOZSyySUgYgxJQYkN76xKsEiYi3eXGLuogE/q44JHEwnYflWqwakZYNaPohG65gOVYnajOaMdrWRQzJ26HyoIdWfYidnOjkgul0F4Q84E47b+L1Xq5cBQlWU/a/Hwkx2Ncl7FuUFUGjdZYbWrcuXoOzhkd98zibn0Sa8RHVoxgEpUrhxMYwcUiEu8muLGH+Svn4bleu7+iSioDWvpsqNgxpW/okFiVv0WMDzYvjs/LXvYyvOtd74quLWJ7rrnmGnzxi1/EzTffHF3/8R//cf/3JZdcgqc97Wm46KKL8Id/+Id4yUteUsyPiKDU1vVdKgPwKQhHbm7H4wh/ahDmhed5EUntByq/q86AqgwAKNn/cF1koMKSOqrLJkfahwDAzIRora3zlChdcDI2AxDsTyGNfL5PoMJi3RlY+Jci2ymAZZK9kfYxvSaT/ru6YHzudrOujEW7du7zf77vU5gowm5d4e8a4H0PPd0b0LZBT8mOC64OIVZPQ1Idl6/L05bvgIHC307Px7FmCQ0b87NNBNpHDZQWl9Q4H2gDnC7Xd5tHXpWV2s8U4woJhiP3nZUAd87WJzeG5Hst2+mVx+GpMjk5yQH1XDRollobKEUwcwt89tYnsdKMMasqPNTssKe2Vyfw5bXHYMWMozlmZmrHcNoQH1rY3/D7l0dUSNBTmpMkyyU3ZDlZzCAmGzThGBL9rVTrWyjWr+XOvoXGuZsEfEajEfbs2dM7/bXXXosbb7wRn/zkJxd6Yh08eBAXXXQRbr/9dgDAgQMHMJ1O8eCDD0asz7333ovLL798Yw3YBBmAT0FmpD3js8iYNyukPbsDWKNVZjlYXdZnwg2/4wHs1UkdtjWLPV9KwKadNgU7OcZI3s/JosUjl67X4sBFRvVerDJoMUMl6QEcF6rXsnm4dycMWf/g2FPxwzv/EmfpOS6qeJGI7SNyJ6FnRQmbJrZJoTborpTBrmoVDzS7cHi+FzOqsKRn7hsyIp9uRnGRcXLpHK4c8O0COj5NhoVJ68LvPv9Nt6/x9XTBLR49kQ0kml88W2xi8myqIs7da5WFOP5N6lwQpRObL/733Mlx7L/wBD5665MxayocXtuD5coeOrpDrwEAVszIqz1Z7WpIY8WMsaRn0KQxqhp3PwRinZk6X5fstxMDNu5X2b8yTdf8KNts88iz2ywj3aAWrE/6XOr4EIP57cf49BUiwrXXXosPfOADuOmmm3DxxRcvfOb+++/H3XffjYMHDwIALr30UoxGI3zkIx/By172MgDAPffcgy996Uv4hV/4hdNa/y4ZgE9B5lRBmx52AR2I36h4QgJYJ67y6D1jH8OSDrAQuZYnvkS9BFW0rSkFe0vBTc7guGXr4+vVrW7oZnXKthqenekc9THo8rv8VifHi6lWi9mYSuWNroH4nfj3kbU1Mnl3Ct//ofx7Z3swpQp79AgzCnxiumvmNvQR2wbtDzjlXXmwB9K4b7YbM6qw0kwi9Za9G39bXdFuU+PkvtGFpWwE6KT1OeUzlFrt7J9fadOxGKiW00XBS5OFOPr2Ose7isoBgIm23xg19uLJZuyAzxh7qxVoGKzSCGdVKzjWLPv3yCqsVTPCDj0FxzeTBxRzFPqciisNb5HzumTpUqsD5c1WU5irjDO4FhkAOsx3JVV+7hvYUsZni+Xqq6/Ge97zHvzBH/wBdu/e7W1y9u7di+XlZRw/fhzXX389/tE/+kc4ePAg7rzzTvzMz/wMzjnnHPzDf/gPfdpXvepVuO6667B//36cffbZeP3rX4+nPOUp3svrTMgAfApCUC12o49apsTaaDmZJ2k2qteWC3cAQIgGbxeY4LQp2CqpsuLJIElD7d1nLo+sUI90HV0k7YTs72DHk3sfPMExOEqfj09o7s9g2fD4Ir0S9aOgkkzvpwDIenMRRqpuGYXKxaPERIYdbbKQONBjhIEux2B5YLoTj53cDwBYMyOnpjX2rKMM0CnbjjEblY/b0hU/Khc+IU2TK8un3yBQyUnXt9/n2ewhrZmNRvrd9sq/mG4RwA7pQuBNe0XN7Xw3NRVOzCfYV69gpBosqRmmLvjgihnbfiGNmamwZmqMtMGaqbGkZ4HlQ3Bdlwxlux0pMAmAseTlmRMJcHKbuhxbHb0LDWgy7gDgRXNguiHdXPuyTtkMr651ZMF2QM961rOi6zfccAOuuuoqVFWFW2+9Fb/927+Nhx56CAcPHsSzn/1s/N7v/R52797t0//yL/8y6rrGy172Mh/A8Dd/8zfPWAwfYAA+RZk2Nag5te5JF91FACeN+7NoovQu5EpnAUdLx12wdZB17bLfkfmk/2pFzn4kpFnP4tNl4Kw7WBcvFPe3BJp8PXe2jwRu0uOrT/h8KTa2UzJJ5sAUq0ABD4akurIiwv/3wNPx+aX7caxZ8jvKmWmfaF3sX2dbxrYd0thaqxAjBgScmE9goPCUXV/HN9b2xTYxpnyMQE7FJ9mdFOjkFsASsOlSMZUNWxfbD22GrAcIt9QxubYk362819eoPhzGW0XfHBCHLojYSP72EsZzd72GPaNVHBo/iLOqE5ihwll6BXesnevTVDBYoxFONmPMqMEKRpjoOUZ6HsXsYUnBepPMTTmgKFVqi/olmrOKtkOh/LkA44aUZfZroBbMWDp/xixk+Hu2VV5ddGZUXV2yvLyMD33oQwvzWVpawjve8Q684x3v2KyqnbIMwKcgRjA+nemSBbaLHVoIBOSgLdhCRPp8UVbOToYHcFR+8i3zRFIn6qK5YQBWbkdXe7qATxfIydk9bWj3Lh/xVHXl8osns1AfoRZAfK+P5Ba2LsNrtjEKarHgbXbn6n4A8LGg5IIR8u9ifBK1RsIqGVJYMzW+dmIfXnrwFpwwEzTQSUwbnQ2Uyc/bstqLUMkAu6Si62KR+rR3kVp4MyVvp5ZfFLvSyfwkgyMX+y41bLSpkixJq4z2d9dS35IGtH221g0maoa91QoqZSMxf6vZE71PA4W1psaMNGaNxkTPHftTcvUIbeV+yIGedJOWmhHk7Avj/BeDYs9Cif9qbaO7y64q2Umte07fTNli4PNIlgH4FGRuNJRY/IEcNV0eBIt2bJJ9SYFAlydKCrQAt+NzLEUKdHJ1SoGLVtQa9CVwI3dX0fMZQFWqb1qnUvtknWW/rFvEIyl4lCovV8uk/FP0vhEMmNyZh2/D+HSpXRCDtHSHLOuek1w+IVaTVYEdnS9hbio8ee9hnF0dx1+ePNTKu9+hkYhiCUlmp6U2WIdqaj0MTslI/3RIF4vT59tcxAoBOhkfVXYeyX6XueK9YT+JssNzlSJ7uvrEYGU6xv1ru7CrWsPXp/txTn0UZ4+O4y9OXhS90xnVWDN1FOdsxYwxMXPXAgLE2Vj87Ur7r9SAOFXLd3qDUndsna55OjA5rIZTmBuNudYwjQV+Mr90vvMs0QZDcJyKbDXj80iWAfgUpLT4r+ej73t/EaOSY0Fy6XOgJpd3y3bJGtlEeaRsUZpXq23K9Q1Rh+dFYaHO7KR8W9FuUyvNeiehJJkh1QIoke1TYfHpI5F7LuJvx+bvwIIKh4kyC1SjEe8qPeBxQVsjpie2Kzo+X8LfrezFs879a9w73eOYnhjINii7QEuRB9XKxTEHdrpUdIu8EHNeNSVX581cjPoyOH3BVhdwAhDYyQRQ5UFo23YnuiuZnejxcPiyIWClGVs7O1LYNz4BA3tExQPNLpxXH8U9071RXazhslAZGYWTzQgTbb28ABmAMrB5su05wNMFInMGytzG6Lr4xnKOIhK8zCn0w7SpMK6aVtBafj7HFOXqOcj2kAH4FIQHRioRW1CgQ9N0vcrrqVaTHkuLGKISoCgxPpynHOi552RdWqIQTbKyXSXD5y52LPd8em29k89C5g5hEm0DlZBmfe84dq/2QIjzoACwwm4+TMLrZzUCkxSrTQ3uW90FwBoxG1L42vQcrDnXY2bv7Dlh5X7lfuFIxikjlQM5XS7Hso2dcacSNiSb5hTte7ravRlAqxNMlTYBHWxOkA4gpKQtkPLf3pw0vnFsL0AKy6MZtCJM1AxHmh3QyuD+ZnfrHfK7lqDlBCYYKQNTiejQDlCzB1jqbZoDK33tpHLzXZq+7JGqWmBGKwIaNhton90m81jXBmQzZaNhraUMrBGAAfgUpSEFVZiAJCsgJTfoigv6qbJFaDNPi/7N5U+ebYjbMzd5jzBy11QKssREkXpTyTqX6rGovSUD5+IiIsFXB7BimSdqzbR+ufK73nEJXKUqtVYkaQ5IScodkbLRAI9tOxFmkpaqOZaqOe5YOQdnj0/gL08cDI+Rq0OyhqbsTyu6MfIsT/RMot6I88vH7Snl0SWLx1bbG68cUK87yOYiRij3PfV5p73eeZqkAIS8zZdIPzcVtCasNqOorPvXdmFHNcM+fQLHmyV89ti3ufpI5kZ6bNlnV5sRjirCmqlFmbEdT2Tjk7FXW8Qyp9eK74Ta4zK3IZSbu7nRzrtLzGEI7HUAc+Wo06dVCANo2UQZgE9B5kYDJkyGqZ1PnwHadb0kfSbERaqdromBkmvWGyks/CyN+J22VYOifBpSHgh57y5Om0zyucmoTx/1AS9R+hR8FYy604VoUV3T6/JeCYhG91KAIyJdM9sTnjG9J7tW3ySqDVsf++vcpWOYG6uuMGQPkJRt0Mq0PLrYbLXrjKnSTnhRBN7chmH942ZjqiZ7La/e6HqmnFd7XkgZhHSs9ZFSWdF7F0mYCWXbnlxgw4emy1htahABO89ewa7xGrQyODpbAnAWdlWr2X5lxw8JILQiHJ9PsKrsAbocpLWsbmrb9OTGTZ8+zqm74vaXQQ8x2DKhP+X70qCWur0FmLZAFLb+dPZHsgzApyDy4+bfQNtzq/RMF13aVaaUFKQAiADGojxyzwOZSV0BMBpKBUCTo9zTxVvWQ3vbhDh9FxXNv09111R0b5X9lCkiStfB4LVUdD3A0SJJAXQLICZHfyz6jlJj1wj4JY/ev7bLA5GV+cT/zUCLwyPkvAWrpI9K6qn2e+4+xiR9pq+6q5hGAMz1qr7WA8j7pFtvfuuRdCPUYl15XGbs1LQifPPYbtSVwc7JFDvqGXbWU//OV5pwSC2rLuemwswd4GxI+YWf2zYVB73W2qB2R1q0PKsSgCvnAQlgSm2OhArgpzD/RGX5ec7awvF1cpu5WptoM5eCpmaLgM8gmysD8ClIQzo6pJQXv2gnm7AbPBhkOpleLVi8cmxMKgwwOF+ZZ5/nuZ7ymYacugv5tnA5OWDGbA8XpYOddC/pA3w24kGR2+3l8l00yfK9EpCV4Khk96MVYW7Kh8rmwHTKWC3so0wgRn4TOUDH0Wttm5xKJGF9NAhaLFL2XKMCyOy7SEX3FjNArXs9jY1L6TcLzKw33ZkS/o5yNoG1NpjUc5xYG2N5MsPKfIT713ZiqZphoueYaIMZ6ej7nEk1F/8X2ejErInR4fuK6pUAEH+twPykz8p2lMZ56XkGaxSxPgEcxnOf5TrHVQjsIJmiU7Un6y+0OQEMB30ZgAH4FKU1KDMLUQ0bqbfSJhosRaNd6jaI7bKBKdVDJ9n1nehTkCRBDCWTEdA2m0zvebCjgj1IH9DRa/e+wcUlnVRLwKOrfmnaEtsmDaLl86kaLff+SyxhjlnqKl8avtu07V2+XKjkbp3ZJ58HWdfeiB1kuwfBooS2ddvIpO3pErn4LQKvfb+f9dpKpWMfaIPbzVj0ZN3Www6z9DXuLzGAuyZrFviMZi6ejcZ41GC5st5Zy9XMB7m09bXeXDlbF2kXqBXB6BgI8XUALaYo51CRY2u6fqfXSxsHnt/mpD34AW9UEQCRVoSZqtzGhSJQtFGV7KnIZqi6BrGybYDP4x73OHzta1+Lrv2H//Af8La3vc3/vuuuu3D11VfjYx/7GJaXl/FP/+k/xS/+4i9iPB6n2S2UxsXxkYMnBQZGBV1yDvTIf1nWa/ScU1dFjEpm3PXKI3NNu7Z17Z7kAhLabMEPs0+8g+L0pTJTVmmjsl6GKdf3JdBR6ovFqqfCpFww/Aaw4FiOdSzaHWoug7Z6Ii1HOwZvbqoWYMiCLopZIS6nVPcUiOT6ftGuv5R36V4OyKTS12Fhs3f5XW0t9beX9JE+i6N7Zm40am1QacLRk0s4f8dxGFJYmY8xpwrLeopKGxzDEmbGRlKeU4ggDsSARY5nrwJVllkKR7aId9yh7pLXF80R6fiX81Lu+ZwaX857RPAG2V5qROfX9a3bpsoAfDZNtg3wAYA3v/nNePWrX+1/79q1y//dNA1+7Md+DOeeey5uvvlm3H///XjlK18JItpQqGxyg7ilUhIfuiJl3US9fUs8oLoGRddinWNcWLRKGJkeeeTykWlUstiXbItyaSzDAIBBE+D7pKQe43rLndOpSMp6laRJJkT/fMLKpLJluzoVyutkBnsCL8niyOvpAlNit2ptWoxCF2MFlFnLlAErsWm5PEtlZe9vQOVWenYrd/NSFqlwpLTeo2zDgnGx2tQ4fHQPlsczrw5bqmeolUHtwhloRT4u05zq7Pcj6xGpvYzyYMEzPshvLHLfQLqZlGUtYtLZaSMHwNP5Nai8wrOtDeC8Ri3UXVToh0G2h2wr4LN7924cOHAge+/DH/4wbrvtNtx99904dMhGof2v//W/4qqrrsJb3vIW7NmzZ11ltT78jt2pXLD4WZbSwOgyiesCTy2gs2AR7APEikbQIu8u1ohVfUBQe6UALdRf+Xqn9duwrDOLFCh5O6UFkvNk20yJJvRFbepRdGnxbMWnEhN+nEHbvmohAyEkByhLi0WOGewLivuAhC52KwckN/Jddqkq+f6ivBeB8HUJP055MDU3GsePLmHXeWuYVHPsG6/409orGOytT+LLxw850KPdM/HJ5jZKc7vewXbQ/l3pGADJ9i0CO+l9pcgy8vKdZbpKbkRLc3I6z0vQQwTMm9gom9tBmXxPqxCgtviQ0keybCvg8/a3vx0///M/jwsvvBAvfelL8dM//dNejfXpT38al1xyiQc9APC85z0Pa2truOWWW/DsZz87m+fa2hrW1tb876NHjwJwXgyZj7rxHzwAVHYQFupLHRMYJROtygCM7MS3IK8uY2cpXZOqHF92ge9OV2mDZl6L9GRjYnQskl1gC1jsxSQlZ+jdJVmjceFe3pUuyidjsJwKUdvouXF1zS22qS1ETlo7e7RZG3+d4vZI4CENqbl8mccUVWSfsahe61mo+y7+ufR9GK+u8iIAK/5N7dvWK2YBsOnFOm3g+5fP5oAFszkAIpVT7RbxtXmN83Ych1YGtW5QKcI3p3tw58n9Ph8GPCXGh78TIguEmNFtjAYpGzKBv/kuleKieQEAyKlqo7muw3Rg0ZyaY3qI7PhmmZFCowk6AVxbejr7Fp2H+miQbQN8/t2/+3f43u/9Xuzbtw9/+qd/ije84Q2444478Bu/8RsAgMOHD+P888+Pntm3bx/G4zEOHz5czPetb30rfu7nfq51najb/sQoa2wWxcRNWKGQV/v5sFjb37l8Ss+26iLshvqouFJZVMai+yenowgcabg4QMkur2sxSyWl8NN7uYVhvYtW7L7v8l6nN9XCBZx3nUmynPebtI3ayOKeFVGuXcC6D59tLRQZw9RUTgXwpGNmEeOR2pDkJAeAY/VwCcmf2u69r8qVRW520jpvlgqlZUvlGVf7e7Q8R6UMjs/G+AadhQt3PggAWGtYrRUCC6agJwWjCwEfKZAKnoHc7q4NIqfL5cdzZk6lLp/tM58y6EnLjJhsYz8RJSa7rXRn3xTGZxAAZxj4XH/99VnQIeVzn/scnva0p+Gnfuqn/LXv/u7vxr59+/CP//E/xtvf/nbs3293JipDTRBR9jrLG97wBrzuda/zv48ePYoLL7wQhgqRmxEWADaCy/3Nsog14B2YZFa6BmfreVC0Y1mvpGV1GX7m0vH1tM0abSPDUGZ7gS1JaVLbjIVBTll97KakdNU9tYcCkKfmKXMMRtSPcXky35JqZhEj06UW4kk8thNRbgwtLrtL0jRp/+XCP2TzyRimAkm7qW3zwc+up86pyHeQAyuLhl9ap9xC21dK7Ga6Yci9bwmA9u8+ASKF1fkIu0ZTfGt1N5aqGaYuAnMO9KSqofR31Ganlgr3EQPMhOlJ69ulwkwBkBQGVMzeyPpJ77wwZ4fy/Xzq/lbK1StUOvw1YJFtKWcU+FxzzTV4+ctf3pnmcY97XPb6M57xDADA3/zN32D//v04cOAAPvvZz0ZpHnzwQcxmsxYTJGUymWAymbSuE3UDEA3L+mgKg4cHONPnXZ4rLA3CBKopDy7ieoVrKlF5pM+vRxaqdUpGo7nrvu8CJb3INqRoF+H+7aOG6KPmy3meReWtQ91RsuEo2kOJSZ2p+TQujuzO1DjT25mBsgbaaZ1yiwaRivxipYohZxPBMZokQ9WtJo3vpSrcPiEbuha7oq1GCsYKqsQ0ny5mTd6TrIUoNOv1mZOcenKjkkZOTyUHvEsgqNIGk2qOPeM1TJsK5y8dw7H5JLIDS0FPuukBrL3QIuZGjgF5LbiJ22sS/EZx0xLQIq+3hGJj5agejt1pMkDYzvvK/Qd/LZQfj43Bq2t7yhkFPueccw7OOeecDT37hS98AQBw8KA9Z+iyyy7DW97yFtxzzz3+2oc//GFMJhNceuml686/W9VFfhDwGUU8YFiUst4Q3hgv2dGmqiHAAqm0DovqKMvrM7GWmJu+ZeYkNwEYBUFZKD9Z1ZXxO7HG7cx5RxXqENevLxhZ5Laf5rMwVMA6pTzs+/sAAHW3SURBVA8gkN+BUhQZzUfXgZbRvJcMW5Szc8ot6iVPuxT0RBS/K3ORKqe0AEVpRBm5mFFajJUUeIQFsvyM9L4kRZ1gmOuSqitkvRYxUC2wkwHzwOaYZ6Q2Wdk0GVBUAvjcd6vzEcZVg7MnK1gzNabuwFoWGZ9Hfie1Nhjrxh17kQfOJbVYakfY1a7YJsuljTYI65/T2mMgpI1d2yXIybGhWwl8BuSzWbItbHw+/elP4zOf+Qye/exnY+/evfjc5z6Hn/qpn8ILX/hCPPaxjwUAXHHFFXjyk5+MV7ziFfgv/+W/4IEHHsDrX/96vPrVr163RxdgJ0OdGbRhMiO3c3C/xIBJF9gmYwTLkyWDIqXylG0fSr4EDHgCjxbDHpNLqewSq5DdhZNywcDcdafqmRm5EAGVJihQcQcnGTX5XIf2siiL+nI9bM9GpFV+hrFgMGQZApE02QXLaNlS2gEtyyJZGAkoor8RwI8McLhRiRbEDAhNgYb8PfMRd9FK478HASRbapWuuggp2duVM8qzRhIUnaolSJcdS5ywfakUTf2Bkztw7MQSJuM5Kgdizl06jloZrEpVF7WjMwPAUjXH0dkEJ+cjf289hsTte91hFqI2ib8la97HOFrWQ5Yt6yCZnxignx5brIVCmxTAcMBOALYJ8JlMJvi93/s9/NzP/RzW1tZw0UUX4dWvfjX+/b//9z5NVVX4wz/8Q/ybf/Nv8AM/8ANRAMONCBHQpBQMeDKzE12LxncDRrI6KX2bM2bO2U9I6nWRZG1/xGDNqR/6AJ0+97smFMma2b5USM+4JDKoKxPt4GLjWsCfGA7RVldOV7yb9cpmB6bLSWni92BOgp7s92AnYo38cSipcbYEQllmbkHsGlYJ8ve6iAHpknQXnS9vQR6JEWpgeOw/8mgZadvX7WHYLqNUl5Yrd+a6FM/mZu+KdMl7Tut7KvZwzNal9/dMVkGkcOTYMnZOpjBj6301FweIShsf/9v9d9/qDjSkW4xZqlJM+zl9h/K5HBOUk/jbRyfAlWXH19rAO6cO7XRyGTyttqVsC+Dzvd/7vfjMZz6zMN1jH/tY/K//9b82pUyJ+FNRilrW/ZL5Eblkno8XcGkw16XyaefdzlNKzsiwlM96F59FUsqfyAY183XSVu3VGIVKt9MDbTXgRtR7Np8ei9QGGs7gVhqmy2ulxTOrGnQAT4LrNPosMyWpGidiKaIK8v34AFqfNtnppn8zgF7P/C53yTlVkzQazQHBzoUmvZewLdJuAxSAEatVgfZ7SW1GupwTUrVLCryA9rfWh0lM+7cvk9A1rqO8GVSDIgC0Z7KKcdXg/qM7sVTPsFTNsaOaAhhjxTE5kaorAwakIXGpHp3BAZM0+ed545gbo4vHbVeeLBJ4edAj7qvMM4Oqa3vKtgA+Z0IMlb26gidCvItOB2f3YBM7dLQHdNckUM4zuurqEtqzOJ+NlJM3Kk53UN5gkJ8Bq78MFCkIDVhr1yfVgJIV6zvplABS+r42xPhQ7Fkn619md9q7S17AeeHmnpLfhtw583fDEtmaSKYIbcParMFz5m9Ou14VoCFn/O9AWi68g4GKVpX29xLu5bwdJagqMTQpE0AZkGJEvy9yg0/bCBTU0+KRnKo2JxtRhfVRf7WAq2qrQ5UiGKPw4Mll7BxNO+MosS2PvJ4DPTmj5VS61E25su3NAMi57rEdziLmp5x3araQVntjkGvzJGXLB9m4DMCnIC22hxD057ybRbJo+D/Kgy91hyWXr81nMb3dl/KO8ke3TcxGAU//++5feQ0MfhS0UjCmyyuLIjuO9ejV+yzaG921rRcwpSqerlACGgAJI/oW6MksqDnWJzpAtqMufC1dCFIWcpH08cxJy+c6lMD+ogWy5EkVg6dgAJ1jDfWCBbTUB7nrUXwZ965Kst5vug/Dkxq4yzp5Q3UxGkdVg727T2JcNbj3xC6YnSewwx1dMTWVc0TIn++WguYuI+aS5ADPIuabVKwaTt/ZulhDUUYfRkfO4VvH+NAmMT4DawQMwKcshPY3IgeH27CmA04piliNVrakWuAnW/w6B3HXhJgCoK7xs5kgIUsdy+edIS8zBIvL6U9pSxWHUt2GkusV7xGTXG+zdu3ycoyGZAF9PykAWqOCiRgNb2SaLKgpQPF1W2DP1cW08G8JmvvY4Njyu1m2dGHrWkCBvGG9tItKJecynT7P6bQ20XeSZeTQb93xMV9kPoXPLmUK03xyRvxd33BnOAVfpgOiOobDuyY2ev3hh/ZgZTrGY/c9iKVqjqmp0AhVF7+bRUE++8Yyk+ChBHbKc2HMmqeyaLz3ZZxydd5yya1HG81nkAH4FGUBmmciNF7IMws72gCIAc9GQc8iI2OdAKsYbOXbs9HBnis3vb5oQsmpbrKLOPLgovM9OdCXMzjfqPAi2eUNJKW0gOZ2l3FfGaiqzRjkFlTJAEWgIw2cmObRY1feN8ilzLcppCkBv0UArCmMCWPCtx0fJRCXP3f90PpWNKDE+JAqmlBed1tjptLVi99FpswcU5gCRX7nXe+mLyiKQBg/Wxi382mFZlbha7QPF+57CLUyOIn2++lifnx9FnwD6bWSAfJiVn2xOrFkc1dieIj/XjRXDEBiW8oAfArSFcDQ3s+cYUXJJOjsBmQ20XB1E64hhaqDqi1NaFmbBpF+I+7ZfQBOqR656NMtfbmgwyxzxnWk4uLGf7LBb6lOcofMtjEltUkX29ZHUjUK0AZXXUbOKRjMLfiGKgDW5T9cC4bB0t5BAo0GyocIsLY0IZ1cYHJG1uuxc0mlL0OyqO05Gwv7hRTqxBuJDBDJlRPlSeTL044FKdkMlYF77nr8Tdh6hfrmApmmvxd+n9TPqzF19+doyrnYUYfOfQhrsxp1ZXBiNvYMT6kPW1UqfFslhi/kX94g5d47QVoelDeSlJTbdV+WJUFP14aNSnTeJosCNuXIiq2p7cNfBuBTkC4mIceelA/y7H/ydy6gWz5tKY+4LhsxBE5lo3XgMnkBa+2exMzVn20Ktj7lSUzspilWcbRC93eWeioSfx/rBT0kfhtlrXTagDJvHxKBIm0itqghFdnY5NQ+ksVI38t6VQeyLbnf5XaLb4afa/0hRIBolSlTPpaOR9sPLhuK7eL6SAk4yutyvlhk07NuG54FwQxDXuE6jw3pGSjHwrhufPmG3EGjKZNVAFxd31cKbLvVvu1XXfyWmNXe4ByXlpXbgD4sHKoeFpV4ZMgAfDYgJYpbqfy9Uh5dNiF9Acd6Jti+h16uF+y005UXsDghQFDe1qdPvrmFqe+OO1V/dC4abMezwDYoZdVONYx9Cops/KO8ukpO1wwGJfgjUtlo4CXPqRxQ3oidS5eqtmux66NmyAINCaLR3tVGu3iI7wjM+tj7zIKkqrP1MD25+smxvsjZIGssvcB2rDTXtI3f4zpI9XLJYagxGo0DP3IsxKCp+8yrtN4SSJXaVGT30pvivky2ETY3ZhEZoHXUo3DttMng1bVpMgCfkpDKL8aZHVlxkLmZNZr4kLP5QTYq7nqNkOPduquuSLZR496NAB4AMehZ1JakD8PynSYuT5CcV/9WxsDBPh8bCpdsTviZLjufrsm3S8Ul+88YZnza7EzalpSlbAyi+EhcnlQrpHVcr7qqJF2qkZwxs22B+E3tMhYxrC1A01HfHMMK4UW3CMD2XfDSchbZ2tk08e9FYKirLl3skCZ51Ec++jQRMG/sOVz8vPdWc2n8MRLJt5zr8/T7y0kKVHM3u+7ZSop/5aSbS7Mg/zCH5crcQuAzyKbJAHwKktr4RCHxMzuwjdqLyGfLnjW5Sbpfnn3Uce3n+6XrzAP9QI8EhwAigNilsugUudAAWbCZW/SAsMvrshcoLV4SCPUKWpdZGOLaBPCTshCpKo+fT73NTFJHY9plltQ7XWqqRdIFGFOA1lroMrvtdh6BYZWsjwQ/2XonHwMBQDJ+uQ8XMT5pW6Wk76VPXn1AkS+zT2ygBd9gGoBRBnn0B3kahXlT+f5Oj+yRquScnU4OSKfvPyetd5a51wJY0dzMdj9xHpGn3IJxHgG04tzc2YzNE9ocG59BrAzApySEaMD54aSQBT9AMqjWW9wi6je3A0kkFwcn53FyusWDlg2Ut4jW7ld+HkBEk1zSPyYJu98FZkuqhr4uvO38StcDE6LAapkAVGRsGmaEmD0EXCwgir+Jkiqmq3zfpnXubnM7/5Tdie6L9F2sQKrSzYGfdmX61zmwf+X2rr8vusFP343NZoOjlLFIz9drjPLAmwiAjqPNRzGaTBzrJzenEbUDAwJ5Qia9UAIkJAc5lGB7VAhaGdWDb7Masn0vC3hyFd9KLLJZO9JBBuBTErlIxJNqN/iRz6dApGshXU8Arq4yWbqMLPvmkZM+tkv2j4VFiYcW51fyYMtJfmp1eflJMfQPs0KlsktFLTJklXXNMW99WBYPBlyrlLCHyqk25UMGyruzy3z7sFKbZeeV+11ieGQZFjhn6tAywM6An4WVQ/al5tjXhVn5RTS+3ie+Vlq2zad73J4KOModq5KrA9vgMINobwbAnYubI9VYMq/Wd5C5Jhm63PyRZXgSwJNliFR7JxqDHJdvOqe1wFRSN3RfO20yMD6bJgPw6RKxg0yNKO19FS+gYiKO8kCcD2cTT+CFeBU9JR1+ecbn1AdpCcDJ3dypgrZwret+Vw+Vy/fxlzKskE+TGqQWcl4ENENeSc37AJ7kngIFNiOnak3q7svRyAMIbMxLa1Fdu9K0Fjd5UZTXmX/HmFsPKJDPx3mVYHAeLKR1X0/AwVRKQLTEEJWk3A+y7SnYtH8bsufpRaAH8IBTu3xkmIQ0P8nq9WHf5FhcCHgA60IegaBCu5X9T45nyg3m4veY34QMsv1lAD6LpLA7zCYtTMRyJ+oHeUbtUhpXORCTqyZLbnHeTLYnx2ZFoId61jmZOFt16AIDHXVcZBSuVIEVUiFNWpeNgKD0+qmIBz9IFgpfaMxgcT1OZZNYqnsv4LMozxYzkN5v2/h0GjQXgEcpfaQWU8ENPgW98bPdeXOajaq71wWS1pFvCZTnWEBjEsAj5q0UVOdYatlFEpSkkpsb83WUeblvgkLeXQyzZ3iTcV3Wq+Wv92HqtkQGr65NkwH4FCQ3SeTcxcvPt20FcgAoS/P2rJOUaLFFmQFaJKWFnfMoueD7q4WdZMmGoaRTT++n0vLd6jIebbEksW5fGngmhWTbEXLJJi2wPnlgtEiI5Enmrg5pRROQHd5F/p3nFvf10vhdwKbTXiUDcFvveNG36hew9YOTok2Q/wY2vpAtUjEtqmdOBboet/ecLDJw7oqlxGOZ+4pDTzC4zjHUJTYPufvZ34VnSqDHpy99b6L9AvD0NVzfILG8+UK0ScbNA20FDMCnU3ITZFA55G194oGUX0kjALSRiVahhW7ShbULwKTSc+NTXNxzDEkKDrsmuGhi66qQqEhusfTlJYuYnTC57+VCRy0VSWwAjVbnlZisvn2V+91H4vYmwEqqMFJA3XO32qWa6q5X2kH9d8jdqszcs6kaOSzEUvLqq5QBi0Fki4nt+Y5K4HEjTgX5Rb/fsyXpPl5E/p18C+I9SsDN/UTIbGZ6MiX9mDOZbwb0eO/EbqAFaexM+XdVllKawkbpdMtg47NpMgCfvpKjUfy9lFFwl5NFUu6qSju5XmxACSDkGKZMsmK2Cxil0kJKiCfL0M6eZYqJrU89yvQ5HChMojtTO41UHIW8M8Cm8N4XqfL69HkGvxafzQHqnPdRcSGPMlNtc7UFde1cKNYBYBaCnZ7PR+ElgOLmo/y3ZL5sG/xCrsLCvlA6QFfXtfVKH/XpetVz2Q2L+58cx9F3VmBLTgXktJ5PwbGYF4J9D1dqUcbib37REM/LdH0GhOL/nSHwM8imyOmL2v8IFUmvWoM+vqGK/1Hyn3xW/sf59/kvXznxX5JXrh2tPAnF/6RKq/VfRDmvsx0UJjCe2PzklquHu+/zMEmehneEIm3uGYPo3fA7id6z7NeC5Pq37/uTuCx5dZ2LZMgHzhBVfkfxu2y1ncLZS8YBIGrlK/upx/uIngt1kXUzJhjNRn2WjpeeEo29XD49/kvrzPWT3/zC/zLvLf0m4m9sHeM5eefGaBijy99TzzFXaoOJxlO7r9NvzNZJ+fece0eltmTnAV++Kyczhlugh2BP6+0CINEGSLWfLw1EmffDAeDkFo11/9e/uLe+9a14+tOfjt27d+O8887Di1/8YvzVX/1VMf2/+lf/Ckop/Mqv/Ep0fW1tDddeey3OOecc7Ny5Ey984Qvx9a9/fYOdsDkyMD4lEeABEEyDiu/n1S5Idg9prIgSQ7R4l9knxoitVpxPyXOiT17+GTFnyHxS4BABmjSbTF+RXHDWU6ecKNHWXFcqkY5cf7pnlEIUij+nmszmJevL/bSoj3PNS78t+WymP+SCZ58P8X0Wfh++uqKNuXr6svL5tNKLRVOpdsDEkA7rs5FIy/fjQFxKqxIBo8zzvt/S/svnl4plQUWigv1b4bUmlVWIv7oezyTPty4tekQ+I8Zu0dFAMtfim+sqMQK40fV8ZeU4CnNCYTz36RweixLcqOTfknBf+PmbP2xRp62ULVZ1feITn8DVV1+Npz/96ZjP53jjG9+IK664Arfddht27twZpf393/99fPazn8WhQ4da+bz2ta/FBz/4Qbz3ve/F/v37cd111+HKK6/ELbfcgqqqtqo5kQzAp0sicMOTGIE9HKI0pWfzP9vGuUDWXsHfKhhOttO58iRgSyqQK6PfmMoxO5k8Kb8DzNYjN8Gdiiyc7e3/LPhEDOYUQWklgGluKXJXMmCIyNmUiMW+3K+ZthJaACTdeXcJf1M+mVycJNgm5WOX9FHDFO+VFjOKf/t+aYEk+Dpwmt4ik2ZAUJquOB7ExqXVfx0fkzeSFouhbF/JCL4kBNFP6b2Od9Olzl64eeiYE1LAEoEdJKrGgrdnyCz5lkubgmjj5EuKgUtOMu80vu/ucT1MqvXawHd3BnDPVnt1/fEf/3H0+4YbbsB5552HW265BT/0Qz/kr3/jG9/ANddcgw996EP4sR/7seiZI0eO4N3vfjd+53d+Bz/yIz8CAPjd3/1dXHjhhfjoRz+K5z3veae/IRkZgE9RJCUqJzEVGfllJd1VuGtFjyA5ibSqsXhhsnm0gVEptkmnnUXXAigNP9PJYsHk1iqPszIFGgnA6Ztdwnv1AMhd9qybUhELBPSzszCZgIE5AFJi97ILUF8gmZYnfxPcB8FtVfH3UXifJSmxKen75Wu58SJtaqJngd6vPhtfq6NO0fsGEuDCf6YAKFdvAX4kCM61pSSZRbQMMtNK9ChnwXqeA9dRnvK7y2zksvNWyeZNgJeU3Y3LBFqqqLQMKVmglU8aAf9oX1OwuVSUvx6VcSYQ0KnJbDbD0aNHo2uTyQSTyaTzuSNHjgAAzj77bH/NGINXvOIV+Omf/ml813d9V+uZW265BbPZDFdccYW/dujQIVxyySX41Kc+NQCfh50YtD9uBbtYIt7pAQiTKsLv6F+ZVokJF/lx6pkbo6Lf7YR5YJTGcMnuunuCFV93owQ9nK9QbuHrTlMCPbnfmz3JZHaaIJAK7AApROowEKC0WCQzbENZ1cb9x99Tx2Qu3lNJLRDq3L7eec1VxS8Esk7r2fwWninXSUUXW6q6dpJOkcApVe3m6idZWy6rdQ2uv12ftF6RYKck+AkPl+vaqlfyTB8gLJ9ZxJD1ZXY72dp0XhP1DO0HqLFp6km7nMgjK80zBTryX1efTsltwuRt496hSKN0GwD5dy7bWXIQkD+3ioUhbNpZXe973/vw4he/OLr2pje9Cddff325eCK87nWvwzOf+Uxccskl/vrb3/521HWNf/tv/232ucOHD2M8HmPfvn3R9fPPPx+HDx/ecBtOVQbgUxJSdqEHkg9fgAU34bYXgBIoEM+INPlJu+N3hBXyu5X8pJfZ4fEk1DHBdea9YLfdeW/d1gxdGW9AeNcnJ08ddqNeVcOAhaUJfZOLp7JQZeMBMLWvAfnJvnOHnFwrPNPKUnw4XSovlatnAiby5RXRekelyrfShJ694W+w8K1lAZB7rtVu0b5o88AAmMfQOivchwFaj11bn0jVRSbHXygAo0y/RapCvtxYw2YoCyZGk3lURjBaTuaYBaxOtKlINgF8PxfWINeuFPREIhmdTuasXT7nTSUbtk0Xar/QDcrLXvYyvOtd74quLWJ7rrnmGnzxi1/EzTff7K/dcsst+NVf/VX82Z/9GVRxZ54XIlr3M5spA/ApSOqx5XXCSn71kkFJFoAOGscDIK+fL+/q2nlkrq9HR81Zy0mN1U3pRFk6e6NPPUNBmYudaGiBbOJgYdDD0vJxLC/qzA7l2tJaRFu5isVWxdcWVjm3a27Vrw2K8pmF5PGiGD8YtSfNszfY2aCU2qDiNuZ27O082v3V2lDksLXf4EC8rxQAcb4d7d/AOC3Ler+XzKYnk2W3vY2dq6hxgGZNgyqCqihqG3t+WS8t+3fkkZUBO75uPL1qiLmW8mmBPHBJbdq6JPe+CiCq9ehmvs4+YjahQCKMRiPs2bOn9yPXXnstbrzxRnzyk5/EBRdc4K//yZ/8Ce6991489rGP9deapsF1112HX/mVX8Gdd96JAwcOYDqd4sEHH4xYn3vvvReXX375qbdngzIAn57idxkkZ8fMglDYvQBi96GSewsn7Iyowt+IF7GFrA0pp9ZLMmnZLahyPTtl0UN9B/Np2B107QZ7Z1C6RsguokCwC1mHLFqQfCHpd7iuQlw9Szux4kx/GnduXWMjYutUnvWR6eW/sgCV3OOulsAQKmI7wH+vh6URbLGMM7WRjS+tc2HPqbNzDGEeTIsJjuBcvBXqvWsgo1HVjc+vBXoij83CXCNEyc1H2kYGNFEb4BmnOKMNDIDcMxkQ1HVm22mVLS6UiHDttdfiAx/4AG666SZcfPHF0f1XvOIV3mCZ5XnPex5e8YpX4J//838OALj00ksxGo3wkY98BC972csAAPfccw++9KUv4Rd+4Re2piEZGYBPQdLJiD/2NvhxkgIeI367SZKIJ79kxmt90JlFrWNHGz+u8ve6SBZSwNzV200gShcYgE1b4/oM4o5K+25ctNIppAtaK4/Tsm7n6BF3R9rWyN8FWQx6MovVop1sVIDIprMvTiPA6Su88EIu5oKRBfLt7FRlJL9VMj45WdpPqv3uulSFJQ+9shobnV2e9QxFG1h1qSWL6i9ftkOYfHmtgqoNsKaBnUA9nntGxzhARIR23B0BVJnZkSCnpb7qEoWCGQIWj+ncu+4LXgXz1DfkwXaWq6++Gu95z3vwB3/wB9i9e7e3ydm7dy+Wl5exf/9+7N+/P3pmNBrhwIEDeOITn+jTvupVr8J1112H/fv34+yzz8brX/96POUpT2mBpq2UAfh0SOdHTWLgiQmYxAAPt8OsbMdksigmtL3/W+anBGMk0zIbkwIZLly5HW1EPcFOHFMN0oBq3E7MYTTSABkKZco6+TJPRTbCHHB9nLu4M6b06ql0km+0peB1nEVUDAHUuElMU2HS3CgyaoPFIuBZ1GxhlN5y9c0VmRioRt9NCY8tBD1bINzV8l8pkm1B2IREamkg2pn7Sz1wdlttIsYaj7MkP1Ll8+tSr7Ve/UsJmOqod9empuW52QF+/PyhEDMyPH9osuPtZIVqptDssAwL27gQBdBjGgXPHHWAnqj+yRBbCIKMsnOWFs4HaZty305x2smAp5JQJv1WCKHfR7yJwnZAz3rWs6LrN9xwA6666qre+fzyL/8y6rrGy172Mpw8eRLPfe5z8Zu/+ZtnLIYPMACfsiiKED5L1rCO/xSThgwDY8dcmEwJhcEq/yarS1eNihYtUsozSFkRk6GCag9SB3jUmsb4IQ1T27TznQak4fAFgdJvMlteaQXtktJqVkjqdp1K2//IKNC0sv3C4iZAaIKaaaiZgp4rmGUDGpkAHCuxkLmJWJ+oAAWY5cZ7a1mbhR5NMKJ/JQDzE76d6FVtAKNA2n0JFUVqk07NUnHCzjwkFxfZfxL0lNq11aCnNIeXFi4WbkOaLvNZkQPz0f2uzy0FizmQ4N3nUxDUzpive3swkaT7FHgVt3G9Qyq5V2QIZd8loMRV0lZ7WqE6YT/wZpns91yRV2sx49PF8oT+EGKUnyepiuMXlcAPEaAM/EYt3GjP0XEehCKzU/La6jMmthIEnQFV13rlzjvvbF1bWlrCO97xDrzjHe/YhFptjgzAZx0iNVOt3SQBSoZOTxihMP6UVSctGFREjolpAF5EbYA9hF2YKCpibEuDca3C+N4a9UmgOgnoBoABmiVAGY35DgLVsABIWaAR71bbk3eor+ic9UoK/CKDY9fZbqEwqzXUzIFLt7tUpPwj1UmNahXQM8CMK1BV2TbuIMzPmtv0FQFTDTQK1UkNZYBmrkAV2Ql9ydi259givzNWlu4HQDVBjR3AOlFBr9k8oVxfagKMghkb0JigluYWbM01dGVABJh5BVUZKH7HCJN3524114fit2WzkntnEuT0aUtO5HNS1VX0qqHon/VK+hm32CDe+RdAD1LgBCXeQ8LgyWdCkvzf65V0PCW/I5BMKkwdvFlY0xgd0aDKbY4mxveFabRjfSBAj2qV0wJUcGXxRpELTdRX6QaRjLJpmnZ/p98Cx94K7dMdIEX5f2KwtXie3jqhTTJuPvUsHgkyAJ8uyewQPMWdThgloz2PShDOfZl0fH28qBoVYkRw/nC7MkVh8CsED4i0+JllGdTYQB0dYfyAhp4Bam53TaoB6pMEqm1Zek2FIkfILpjMVHjGomPn3YodlO46/XlZST82yu8GVaOg5iFvzZvnRtm2iDgaigA9taBHzwE6ae8TgGZFoT4xAlWAqQQJ4vpBGYX5Dgdi1rQFLSOLXizrBsuUGUDNFao1C7aoIpgJgaZ2YatWHeM0c69pAtQnFVQDmLpy82+NZmK7l2rLVunK/ms0QMsN6p0zWz9eQNMYTKnkAIVkezZL1pud3Ahk1bToBkN8z42faBHNGeSXZAMLmLSTyTIQ67EbAuwmRmUyilgpQquyOVArQEWsAhebIpeuxUSLfFRaPrNDxo6x2jE9850WtENRABjkzjdjwCPK6YoNpiJVNc8joX6SHY92da54uDEjbSdhVDQXxDs0zq77IwjaOblrKEuLFRxk28gAfErSAXrsDwhAkk/vxYhJoaa2B0JUiPvXDfZIpaPcQq9UGPj8TKOgjbIL6cjq38ffqqGswwX0HKhPWFDAv/3fM2B8BDAjgGqFZknBrGhfD1MDcGois28GrU0wTPT4K9lhAT7gVi7WERFA88oCiZm27BNZgABjJ8cASly7JViZ2zZ4UKRDu+DSS3VjNQXMScB4Rsv+S7Vtt6ltWdqBHiiCOlGDapufdmCGF+JqDQ7MKNBKAKGmdvVqAKqAatU9P3V/w16vjwNmAlBlnzUjhflOW2F1osLcKNS7p/4dKEZ8hlmCHMrJSNe31kt4e4/2osbSVUTEYqgMi5j5OxVewHPMQd+YST0kt85thvHqQu+tCAiqAPSA0G5Ol24ONFmWUoe5iCr4dqtGWQayCUwzyW9CIVbTurEHsgAfsOotGpP9lkhZ+z9SMDwJkMoYnOfaaeczNVWgEQXQg/YGxnaD+879u1fxNKsCOOVn8uVmrsn2uzThU1L+enFaV6zq68h7s4XM4jSLM9mEPLa/DMCnIEWvC8BOODO7w/ejpYEHKd7wTrtJhkePJlBt2nMxg4FGxRP1yOaBxrIfVBPUzA5+ZWBtRqowIS3daxmdarWyAMDlTZX9d7RCqFcBZcgu8jNbcDNRaMb2P92Q+80AwZ3eXCuYMUD3TSx4qO0ib8aEZleD0Z61lpOa1LMbo9BMK+B4Db2qUc2UBzSqgQdo9kFbX39PMFTa6fd1E4MhnriUofBsslBatkd5dR458NNMgFrbNnJeZqRAlQMwdVzHas31v7KARpHti2bJvorxQ6IdygJLqlx61xYzcuq4kUu7w/7DdlfNXKFZWwLGBlhqAliOtujJR8RHUvTbsPYTp8ZIWZYW3sgRFQKce1aiFSsJ0Tvyi5dgenLlZysRgayO/PnPHCO2nj5r9UH+4djDSsVltlgkZJkta9fiEjfKf99klFMJkWeU1VwBFazdjJsf1FxBr9n5hWoVgR9llAfqARzZeqsGwYmVcYoDIDTXoW1d6ynXf25t79RMAVMFM6bAIqX9R/B2REqFT9ur9J1xNV/wlgW58sUJ6x4AAkBN1pu1ZZ+HMAfxt6gQfZNwdlhqlvugT4MQthhlPbJlAD4FUY3YaUkjVh7EbLvhBoGeaehVZQGHApoxgJGdSBi0UB3sN7IUsIanpRXB7uoqO2lVJxXMSLkF2NbHjAHjVCS77qwwPgZUU0I1DTso0kG1o+dAtWa3KboB9JpNpIxCNbVqMVJAvUowtfLsCGn7N/9HbpFXIztZqrlykxMbbLr2KHnWjYI6MkJ9THumRvnJCB6otdaFuQU7kvmxfUCBCQKDHu5b8tdkX1OloDWhMfZvcrtdCyLt3+QmOFpz1zgfl7d2AKhlM15bVkkCAL3m2sV1c4wQVRb0NCOR53GgOqnsgjOCz4SMBs0cn6ZD3iCAxkYs3krsoMPue2PYxy4U1Cj/facqkpLEO3LqNhSX40s84yW130mBhfxY0jJSNkl+U9xnChvtoDhfv1hSu45I1qsuhoqBnlhcPXgXqm/FrIzx5mPePg28eeJFXlmbNVMBaqqgpwp6ivBxu3IrRy7OdwJmRKFcBVRrClBaACnXbe579AwNNz3XRvbEYnDm3z2ACgh6JtFVJoxHAHbj6MqSoFWep5c9E47/V9mNpJq6fnWqa3IgMXoPQLDZ5PnMjX3exEDDqri3SjbDxmcQAAPwKcvMDVJN0YTm2ZzKjkoFAI3bKUH5QWQZEbKTT20nJR/htLQz1Q4YGaB6oLYTjmM3SDuGoHYMgrb2M9VcY/mwshOX26FVq4RqapxruvLgxdafoOcENSfL/BhANwRTuQlTK5jKAgNT2/Y0IwYnlglqYH/P95DbtRnMVkahPQqolubQGtCVwfTkCHRkhMoBw9TOSJlgaN2yQTDiPwF2LONDXtWlxI5IAh5mrUAEzG3/AQqGmE2zwM1P3Ax8FCLPNg+y2O3fL0K2MD11ebBnHIM6Is9MkQY0KWAOz/7QmgWmZuT6AIBxNkrV1LJwioBmiWBG5Otm66LtosFuvWNBhfM2vdFA1ZciV36RjQz2xfvgZFExqYdaxOxQ/AALM0mcJKya7p8ek3wJ9BTTIw5d4AvvK5mB68NFJNc3YvtBCOxWCnpEHzEQ94wnl90o6JPaLsjaghRFGjRy3o1KwUCjPq49IIf7zvXUMpl6qjDbrWBGhGpVoVq1Y7U+oWDGCvNlO7dZRltFYEfxZlCpdvPZa8uhkGZs4NVsKdPDYjjwBwmwg/y30fE+qaYABmE3bnCbNbhqMFvPgAZAxEITzw+VBIZbCHoG2VQZgE9B9FRDndRBF+12JDSy9i12/LoFZQTQauV3TQbKqmTcwKIlY3cUhMCApP/ygHWeV6qx98zIznv1SZd3DZixe7RRqFeBamYnrckRg2aiUK8a6BlBNW4XVAkq2O9mHPBpeOGGW1QVdG1Bjxop8ayCUQRFytZp5NLzTilZE+YnLBBSMw29qlGftDvNaupA1DSofSRz48GPAw1BheWeayiwPw154JFVvQAO9HFfU7DTgQV49q8AKLi/mAnid8ivWxEFdorTkCgwFBVXx+ft6u3SkAZUpSy4dYtQ5frAqiMZTIV3qB1DpdecCrSykzud1HaSHwmwPgfI2A829lSjuHLSRoMX3hQveXCYAJ1OL0VGBSloaIOeGPSm9hzxBiTqVHSUn34X0cZjvTvoXHoBgOTtnPpGlp3Wl22oJNgUKhrv+u2uKxMWa9XAq8mtfZlja8eAWTJ281XZ78JUDeYAJvdZ8EPa2fY5e7RqyoBfWZvAuZ1boID5JORtJmFcWYP9wI6wyoxq8b35e3ZMp9ez3ey/Q+UBjx0vaH8L0fMZ8OxY+4gkdKwzcR8qWNads2EjatdG/503yrLcc7fh2RIhbIqqaxOyeCTIAHwKUh9XoJFCM7ZePnrGwEehPq5RHwegrH0I23EAvKt31xrldvYV5jtN2FVogCbGD169ailXs2ysQbI09Js7JoCZlFXrim519VadAgcKmonC6IQDM0QWOBhAz22GpJQ3OIYEDHJAaeUmMe3aizDxcN2duoYqWD05wanljF8A9IkKeqa8h5MHPI7tsYwG/EDUUnVFYs5i4NOQm9QDU2XVgeWR7J1BxFfuvVrFAqMMOXsf205q2GsEYaIUAMw+I/pNGHFwmXpu7YRsv7vuM07V6LAAs3jKEKix9kdw7B7v6E0T6m8XMISFQjBk9t1aYDzfbd2OieMbMWgnuPAICAi8BRgzIESAwnhnX+z69E0gUp3JsrOgxz8V1StVg/rqSmPvFF+JKnjGoHVzE0VgMX+pq58E0OQTzotV82MB1mbHzQtUISzszi4NCh7Ys5qJRpZ1pjFhtptcXkpsDIBqBahXHAPpxmi9SqhXCc3YduBsD0C1ihiRSC1FsIzxmAc3jy8JOpRXm0Ugxo970ZHezd315Ux5Zwt/nc0REutnr9YCfLBW6UDBfUo1BcDGjI8E/s6I3M67BLVWoTqpoE5uFfDB5gCfQQAMwKco/PFP7q2sOsUNXCiL9M0IQe3Cv+fw+l9FboEnYDa2bs6sOtEzAGsVqLau0MoA9TENHNV+YgOcKkTB65arGbwLt55ZOyKqnIdWwwbLJgILMORnXmUsMLEGwGEQMevDcf/94aRKLuLwk1K1xh5g5CljUgTVaDs5TLWlyU8Gt24GO2zfw+1QhryhslRn+XXMAbOg2iL/XJ+1izGJ3wQqgFxZ0sBTAp3wrvm3QjOy9lO2v/ghxH/wHKh5krUTZW5q5Hz5WzEVUJkAuLS2zJqqLfhRDbxNFcndMrdTh++EtMZcAaq2H4Jnphq3ndWwqofCnO3BhQQ8gFPF0gJPsSTTRuUNdftIUowqXQOsbYda8E14xmULQE/O1oe9sKQ9bGLI3PJO8iDdgR3HMvhvUMGHdgCU98RSzhPR8NEzwhGDRgbNHoJeqayXqQPXtKZsOrZTXHL5z60qXc+BetWyPXpuN338/bIayNu+VOJdGGcDSIFxMcwGeVQi+iBSr+b/Jml3qeL7ysXnokp8+4r7iucUFerHTNAcQBU6f3RU0D/inWm3YbPG5dgaSTeop5TRIAPwKYieAaMH3ETgBqUZh8WF1TRsb6F4gWcjVt6ZEzA6piKvHvayokoBx+AXI2Uso0Pa7rqYwecy65MU2fuMj1kjZN2QvSdsd/yESQDB3uPF3LMTzFqQm5Q0wCs1sZeT3K66iYPboWYKNIal6bXT4c8UqpOVNaJ0AIfdu70LPQmgJtVWDG6ShUAZgpqRY4XIMR0dixxvHlV4f0peN7CsjrNrIgUoZQ1BFf8WzAgp8t5bLTuijERztU6Qj1vYeJcJbQ2XWdXlyRCnXlUGVpXqvgNTwwMrnx/Xh9y3UVt7LBu5WFnAYqxhKwxAI8CMjY//JO1ceRGIGiOMSBezPBQWFVLZhUGyaOuSbLBCVzc48AOIxbRE/5wmSduU1CNy5SdY0OMN8pX8J8ZnZBkbu2kIHl2cxG4ipLcnP0M2PIObX/y3ODHA2FgTxuN2N1atKv/q4JwYvO9GFTYa4+OWyWzGduMle7hZprbqW3yfVpXrQlvIb06wPRbEOS8zDdAo/h5ZbeffN4Ndst+3nUOVn18lyyRV3h4Ec9+Sva6nlvHW0wCSeG6f7wDWzjHR2KSTW4V8BtlMGYBPQUbHAb1DgBUHTNjWhlkXPQ8zXTNW3vaFaWY+EsI+BG/U68GFAmZ7Q7n1Slh0lQnqIM+MODd0LrteJeipCeCByIEIAvhvAFAKemYCmwMHHtwztnDtbHrEzkrbCc7UbsKbWLZnvmwnpZDQTcirwbtNMjsMgDQzNt6omRIvrQB8/LWGrLqO7wHl3Y8KC4g/uFIwMaG+4Z7SDvS4d5Sw5W3JGFFHLLsHXoiYoziNai3FERggQINglIJWDp+yB5oKbYkWBbfoVVPArNrwA9YeyS6K1ZoDUiuAGVWY7zLWVR9uwUpwrm2qqGVqmN8hkQt62ki5uhfYkVZan3Erkb+hOrKySVxHRieablTExxWxMwn4AgKC4Lo5e54U9EgbHk7no5ML0CObAwd2ANssv7lRQnXMwf2Uc3RYVWh2W0BsdhjURzWqk2zcbIEOhA0Pv4Zqat+/nivMlzKvh7vDlR+BH1apKTiVkQCF7j6zVMqFukDtzuVzYErNFeqTCsap0RQzq67fOVCoV/UBgT12/WSkqtgDdN6QKc/g8+bTgj73GmdAfVx7too0gnpyK8QMIGuzZAA+BdHzYOzHRrWWVQFmO+zHXk3tbnly1EDNCfMdGtNdGvMlBV2HRcqM7YTSLNm8PZtjXAyZNef+TsDoBLzqSZG1CWHAAAKqNavK0o0FPDZwmTBUJmZ8CIpte7R29j4uhpDmVZMiGxkFQCkFrQyorvyEzh5hpoI3bGRVH9XkPKOsmk7PHC3OXiKCIdNzwfI4UMN2O7oJaiwQ2/AEEMdtsxUSFZYLilzQtEvozzbjHa2CgmValLPlidy+HRBiIbmAQSxO4h1xXyoBurg6rJpSPuikyGsOy5i5aufAk323qnUvAlWCzicCaA0YAWhmNmaRj3Bt4D3HqjVAzzRmewhm2alHKxOBdN8+VscslLBz3xSJqDPEf6vk75wBEMT6ihB4L3gHwfd9eCBXYGZxI3FdMDOtBZ+FmWPuS7Yvk2DXOFVV0gzLgKgoLW+akP0mKAJFzE5H7dEaze7Ggp8RMN9FMGPljempgjUiXoFDEBZI23hfCLGwNAQwUGhqssb3SnkwDSD8LbuSwbEJTI2exXMNEMAfYOcVDaBxdoc8N9Un4TdT/lUItt6PE4dBYZSfm2wZ8Bs01biYXHPnbT+18/PoODA6Bh90VBEwn20h8BlsfDZNBuBTkKUHDCZkoBpCtWZQTQ30WgMohUmtoRoDPXeqpqmBIkK9UmF0rLIxcCYaplaY7VAgZ4xcu3/Hx8gBGfILmnUdV1YlpewCpecEGKfCMgIEzA3ULMxkikOISvamaSKvLgCA1iCtLQDyRs4GIALVtf1bVdF6Y2rH8tTKT4g8ufKOieOKVCuB6fFGyk1gxryNj3ND19K1XrA7Xo1F7n5jBNCIB79kpyDYKr/gVYCFOjZP5VzYvaeWRqyOUUC68kSsitzdc3qfnEIW7g9DgKoUTEVQvA3ltDrssKmyQMyr2gxscLrKpRXlkQoUvq8b70B5sueF0FiQw0EXm7EF4mbkbMRqAeA8GKD4HDal2wtnDt3wIhPpa0TSlNnoM4+naT3QSaqSgmChOmLNRqxOSsEkRXVWOpNnWif/WxYi0vO/jnWJYnTBXoM7LoXVPDL0AQC7yjtVsml5jiGMPzfWmh0UgA/g1T8yrhcAy6qsatDYAl+qnU2ZVz07OyKCn38sK0L2uJYKmO0SVXEACyvaxRQS8wTXNbFt8qqtNaemIgZd5FW6HDVdmdi2hqOgS8eDKByGsvOQ7z8PwEI/q7lj2B1T6u0op8DS/c5dv+Y+sEw72zeyM4lawxaJ2PidYjaDbBPgc9NNN+HZz3529t6f/umf4ulPfzoA+B23lHe96114zWtes+4yRycMajROrWSs541TBVUn5tDTOdTcoHIGwzSuoZSyYVVmCmZudzjjoxY0mJEClIJes4BJz4wFT079pOYG0HAHa+rA5DQmuG2zKmvWeMDiDZMbE6hQ6W2kXOAwrWBnETv7eLCkLFhQTQNC5dkjBmMcNJEcy+MjDZMCaYPRMR08z5yNEu8wg5qLUM0sqGFjZwuECGpmYnZnbmLbo7mxRtkJ8PEAB3BGkhZUKNcef43gFnK36DnD3PRbadni+GaqUIYU4641rUd8PUlZ2wEyBN2oYPzpKs6nh1MDyyxJxkjZBYCMVS1E1wWr0GKBKhXCBDijVQ6kyB5h5OIGmQnZ/tD2X47BI0+OBwCljVUkkQBunhUTM6nf0VPAjy6ycMRwJI9FTI00Ok3TyWstxgfx+0v1MLKawlZI+fIDWCMFG9EX7cU7hKOQGVIMxth7k9kMfjyKQI2gghJV8GpMGfm9VkFdBrdwO0NnC7rg7VDMyIQ0boGf7bLH2HjWRbBHaqZgloyNKN8oYKatfVhlnFGzgn6AA58CZlmHzdqEvL2hnvH4s+0ksuDHaNhYU+n74/azazgBzYQimx5lLANUrSGAGyVeaw57CwzqQ1eosCGonO0Q32fbPelRykFgoQhz2I3f5CjBVMD4WAPS9lif2S4FtTogie0o2wL4XH755bjnnnuiaz/7sz+Lj370o3ja054WXb/hhhvw/Oc/3//eu3fvhsr0qoNKodE6sjuBVqBRZUf5nFcggp41IAdg9Fq8UnqgYQBljAUvDGIAYN4AWkPXFTCqwK7nfoFvmgB0GgM0jfuPeWaFbGRPrQBdWdcguAWfw0fXlf0PsIDIMSYMvKiy4KuZaH+elafPp4Ay1jZgdNwxVBybpxF2OiRskqQdz4wc+DGRPZJ9xoE8B3hYTRc607nl8yrUADwLeqDCdLRz6yKtAa9y4q2yyI+NnREmzxZdzvlzP+dc6RMbKn6HVFkAJFVe3raI7XYkmGFApG1lSPMizffbKM3aHDjGcApUYw5G6RieJbtLb3aQD3DnFyUGPey5FWWMANSYOfGRzbmfEQBAujDxgp2yFVEa1Urf+jutk8wnAj1cZ/sSiTEt1z0nvl/tM/pkZUFHRQHkZY4NyWXn4+vIeqbmGcrmZ9U4Kg5NwGoscqDX2E5lw+H6hPZsBQAfXgIG2Hl3FaKrjy04McsGHH6ANEFVCjRTwSC6cRsFAQirkwqjowrjI6ENzVIwaoYCmiUbNsGsVqhXAjMTsUoK1hZQvu8mAD4Q7LE3dexGrgiWsSEEZxCCZ3CU7Ff3n9R08zfvQ0bM3WdR8Rzl2Nba3WvCdZ6jmrGzk3ObttEqoKd2UqOqwugEAce2CPgQ8vP7IBuSbQF8xuMxDhw44H/PZjPceOONuOaaa1o797POOitKe0pSuXNw5rAqJ8f8wLEvAMJAnJuw6AJQaKCMCfY1QGBppo6xYdBiHIBRytqX6Mr+m8bdMQIkSdqTQYHWiA8GggMFHN5Y8ZbMTuZz2LTjkQUHtRY7eQdQGoV61YICLQwDa2MX0tHxYJCtG3JxasJu2bJbaNnxSNsdPXXtYmBIBMxNDHhkf/PvyBtJAB2lQJ6JIfc+TFhN5DfjmCEPNDmYoDeadPVygEWXTib07lhix0qiDPc7GJ/aXTGvoQyC4BZp9jQzXF8GH5rXddHPAjDxomkN8QmznQrTndYjZb7TRtqGt7dw/9YEVRnoWh6BAZ+pLdotnCktRgh5sV2V6/FWFOKSCCNT8crCPd/HhHbnivSpakXcJNex0qU6KoL7wrjoxwZQFNRhytgznmQVAhglkZHsC8Tt8u2A+I6dQa48ysEBHt5gcJBBwF6rT8THo5gKkapTERxTaPNVswpmiWBGBqoK/enZkTVlbfTmyqumx0ftwcXjEwZ6ykfYKK/yBgE0JhsyYWzQGO3ZLa8Sl6EXpGgK35HrO+kpZevsbmlCU3G/uHO2nFoKFFTr3K/KIEQdd22JQLKCzbsJ9oozPjpmauez5fvhI9fXK4RqShgfs0Fh9dRAzw3qlQajYxqzpkD5ngah4ZDSTZNtAXxSufHGG3Hffffhqquuat275ppr8C//5b/ExRdfjFe96lX4yZ/8SWidG33dMjo2QzUZWZfudHfJ4lkKglQ7ebDCC5tnCBpgOnMLvIkBi1RTVZUHSe6ET1e+CmAJAJUGnVZQKgYxvhwPjty9SluARgpqje2CatTKAh8aaUeb24mRVV2KgMmDDtgIo0Jvw+NZnxjo6BnbK1k1X2SXJJkeyZBJsOEMLfleJELNpTzIc9caAofT92wR56FUYIga+1vNXZqE1WEGh0GSzx+SGXBpve2AWy2NPWaEnIs5KQVvoGnIT8zgf9wEb9kZd5aaO2g1MBQC8DibBD5jbbYbmC9ZhseMxIGQAiipkYEeNR70sG0PsT2MC4LkY9C4RRXCTTgAHlsZecaX/1Yl2CBxMQd4MkCJGA2WJOw4YjLM41FXd888KMvWumMRoChSgUnbJz4Xi43M2+o68VwFx766yxxEUoXF3T7nwBED1Zm9x8a1Ptgnx51ZCaDIsxKu/GotVIPBT6QCdd9Ms1z5KM0yGnk1dY4czquLHTlqp8aZLynMl91Bxk7l3UwANXXjprbf1lwbtGI8KdlPQjR/Z3CAR/kzCf15WDVF3zjbLiniNjg2leNd1YgMqsNLgc17DV79O99pb42OAcvf5PdMGJ0IziSTI+Sf11ODarWxDiUjDT2zNp/KzDKNO02yGYzPgHsAbFPg8+53vxvPe97zcOGFF0bXf/7nfx7Pfe5zsby8jP/zf/4PrrvuOtx33334T//pPxXzWltbw9pasFA7evQoALFxnEsViDWTZRUGxCLYYgEaAWSIgPlcLOZOVUVkgUjTgOZzD1bo5Gq7orxY8yIpjJhtRcVobwCqKms4WVVhQeayK/a1d/VCmCsIgKoav5ZRQ0Cjnd5b+7OjyAEj6yYvVFjuX68WdPlYd3xns0S2X9XceLADwAIeqdJi0NOY0F4GKY0AhtwvcMCEz1hL+4X7QPan+9vuIBloWrUjVQnoYnDL4IpBE6sJDSKwKXe71pvEggMF8kCCIFRnCmBmyb5Hck5plh0yFaDdStKM+BBZ5XfWfADqfEdYnJodBDMx0SLMZ8apiqBrA10Z6CQSs3LuL4wPSbkDaPlvpSw4kou/M8iWKpMIwDAYyoEdIACedHL2i3hmURX3iNV08mN2QEwZ2GCbPlo3gspFucwIwf2bQYaoTzuwZqiH738Dv0AzgyR6w+NDQHnWAoA9/8kQaKa8512zDGs359gdPbe/FQMbseGwAEmcn8WftgYwtxrNamrZIR8J3NnmVVN4ZwPlnCqszY1lPSzwgT+kmL/9pW9VmJ6lYc6aWRshF+3djn2nSuNAhgz8xLuW/cj/eqaIgw+SSC6cUaEAVEAzNh74e6bNwB455D21FOoVF3CxBuYjC/KWHgDqFcJoxdaxmtmxXp80kTOJ3VA4E4CRq0vl3mtH5PjNlcwaM8iG5YwCn+uvvx4/93M/15nmc5/7XGTH8/Wvfx0f+tCH8L73va+VVgKc7/me7wEAvPnNb+4EPm9961uzdfALO1GIoCwWc1LKqdncx6jdKOWBUOmwqBO52UqoqOraghZjQE0TQM9sbq8zS1XZf2l1Cr28DFpbAxkDpbUFMGzD0jQW5HD9p1OoqvJxWFRdC4PfBBQ4NRu0tosxGxfDtrduGjRjjVFDGLmF3dPdCZlmvSUE2yMXOK/Xl4uTA5FNEzE4wSZKgEVDFlhU2tomzeYhv4aASgfVYsO7QhPYnwaIvMBAnunxMmf1o7GqDlZhSvDDLIhSwUbGsXtkLLSRkqX7RTuZ9rdfE/nnSXxeNi0Ap35UVcibOMxAZan7ZmI9t5oJwYwNsNR4Gw+tgx2PUg5Y6diLK/SOq5fi92jBj/GA0QEdEqCHXEUTryovDli0+8EX2i0pg+AAgAUSygM8AFBTuxBrIyIdE3yAPOn+HGLehL9bWjUSTWMWQqqYGl6AE/CrRD+4RZvL57AQ1VoAZOSYIE7LYTAap74iZ0vngRqXJTwaCS4PV7Z3USfXXyrgPVO56cn1E9eJPTobdmpg4OHegZ4CS99SaI6OMdtrYCYUwK2oiGVzbL8wi8Oqq/R9y/OxfP/lvgFmJhn0VPZsMDVVGD9YBaPrue2/+ZIFPXrq1HjHrcH26ITdkAHwHqYgWKeL8Bnb77tSMFpDzYwHmEZVmQoO8nCXMwp8rrnmGrz85S/vTPO4xz0u+n3DDTdg//79eOELX7gw/2c84xk4evQovvnNb+L888/PpnnDG96A173udf730aNHceGFFzqjXFa5ONsO2MmFlF14SGurujABEKFy67oLuAcgsBTObgdEYdGurTeY9coiC1a0CoyR+1eNx1a1VVU2zXQKzOZQ4xFoNodamnj1GDnWhJwBtKoq+zc5sMasj/fsgl24jXGTXwN2tYayu75qzbIGaYDD1NhWLgp6bin2yk0UygEh5ZgfwPWbMd7o2/cXMzqe8XG/dW3/XZuBlid29zltfDrlwBHVcnsIn5diVZ8xjhVzu0RyDJT0CmPjcl4UjBHtVMJ2hwOtIZQV9ZFywChzarV7HkCAPGyHkkkfPF4I1cyyRYYXdmd0Wrl3YMaw/TMy0BVBaeOrxZ5bDHjSahEQgyEFy/iAUFXWtZqcCoyMGxOO4SDiHABvXMyARzImyACjRcJsglyUAGcIq4LhKyFEOfYGq4iMWCNQaeDjukj3bwBRzBzPpjCgcOCH7WzkMx6kUbhnRi46uwM/9YrLp7IMD8eusSonhM2A5rbHdZZMSVq2B8WV+J18lk7ratkjILCItQU8HK8n+kD8BsaBtpOAarRvH/exB2wTER2coySnwiwO4m8jfUf+sFDEbQEBS/fUUHOrgm8mdhMAsuosf0SOY7g4PhrbBempteGxfd/Yudo5sli2zVi7Qef84dXlm2F200cI2JwAhgNrBJxh4HPOOefgnHPO6Z2eiHDDDTfgJ37iJzAajRam/8IXvoClpSWcddZZxTSTyQSTyaR1XTUUIoYKijGNI2MvuhGasikasCuQWMABx1wEextaW/Ogxw44WFbDUGB/pKEvAFXXoKYBra1B7doZwA0ArbTNkxkhVqvNGru1qxmdubopZ7TRCHZEDOpqbkGeBz6p7ZDvAyGuHypmfthjy7mnezUXgx7Zr0SBMZvNLeipawcg3Qw6GQVmx3mmSRd9b8PAxsY6rhek0blQc7FrP+biPTrVofcMc3ZJXqXmAFVq+EuiTGLQy5LsZD2Y5GIBz/5Qw6CJoNziboOrETRZQGkIXu2l5454ZLur2qqyUrDD5eSEr0fkinLslMd15OypENRfSrk6CgDECMHt8rP2O4jBRlYonGIPB8IAWHVS45icuQA+IigdFLxqx6usKIAHZng8QDKxtx1pFQEAb0vjPlM+mNh3mmB5jAspYMbWnVo1gGZA5rqnGQtDXGWfUVNEDFQEzIT3EYAozpb0mPIsFUJ9+PgcBnBGARi5YSANkyVIoiQ/PgzVfSyqscCNg7M2S/B2Stx3lKohEZ6Prrk+4HcTnZsn2qEaG/9ncr9TB8KeJQZyh6t+yxom66l9lzLKfrZcBReTDZ75DUxhmN851prUAGyJDKquTZNtZePzsY99DHfccQde9apXte598IMfxOHDh3HZZZdheXkZH//4x/HGN74RP/mTP5kFNouEVTkt+51EHeMNXWs7AyrYf4mDBCrLPnj7lQYW3Mydnc9oBLVjh81wNrMqlqqyhnvaWIaDVTwJsFKjGqreGX6LiMxqeckzTr72WltbIsB59og853MLlBp7TQH25HUGEJVjkZw9CwCh1gteUVI8uHF1siH4U4800cdGpJ038CwP29EAiYGf7Rcl+sR7d3WppiRAChSI/UeqGVPmxtXXs0nuORLG0QwOZZ5ZcVgTEKAnEVYXQivvCs/sHOCi7NaWfeFdNi9a3lPICPVWgjgUgKbRaGYao6V5FgQlm+74ngM/5H6wG7w3fuYYPmzI61YLaYMCBW9IjKmythkMOKrw/bJRMYNJthexUbHJu5DzA/6cJfcML2CcF0SeUt3FecqWM8AIrI+KYzL5jO2fkqmh2i7CpByDigBETB2AEbts83us5xYcSeATjJrJgzfr8aU8CBNEm2WtXdnMJJGGO4zT/faBBsNzbHDNXSBj3HjNvmPMvL0QhaCCVMEfogxYexpmhX09fBgF8kygcu2HfG/Gskik4IzrQ2wf7YJyLj1Ivn90w2yOHePVqgl9ngNygI+TxqYNpFVLXQ2lvE3jmZHA5J9iNoNgmwGfd7/73bj88svxpCc9qXVvNBrhne98J173utfBGINv+7Zvw5vf/GZcffXVGypLGdjJwVAL7ADwi2c0DIRtDC3V1jh1Og+0qDWoAEQgwcjYmUVrYFxDzeeIhPOezx07pEN676XUHhzW1sdYxgew9kCAnSnIzTCV9nXgKV/GHmL7ICXBAlercqArAxIjg+VSP6ZtNMYaGDPIcWqnCPjJPvf9JhvtAAkzbxnVE1zMpZY0TQSK2HsrUnNxeZE9R1xG8KwJoCh6Pvlbpgn3w4Rt7TMsiPATeWMXMjXixci53btzuvRUY3ayDnkz8+LAEDUaWNNYm1c2UKG0v3Hs0GTHLJ4vFQLbwl+LADZQ8Ea+ig16DYKhKylrYK3tomdBtQIad7jtlBc+5byQKHyUI/uMP1vMxNXwfye/Sbh8e7URub4Tv8O7hGWuYOuumbE0tu8kQ6caABVQrSCqE78fw6Z4wlhXAf4UdGZ6ZIyZcIp4DHSAkD+rpbyBtkFQbUFge8cWwZHIHHgzsldi8MNgx7U7Aj4Iv/nAZgDetolPbGf2xarKAcwCoGJ1FbHaCsKgnQJoZEDo+1MDaqYwOmpZneokPIvDwVFDn/Gp7ArNUog6rnwEauuwUq2FTZgZ2eCtJBxB2M4pBT3e/nOQbSvbCvi85z3vKd57/vOfHwUuPFVhI0XSGgpCHZNZeFPPH++irWwQwAAcRlCzeTDu5EEWqZeMt9WBBDdSzSWMmIPbDYMELdKKuk5nUXoPfmp3be4W+8bYuC5sz6KU03O71YzZJ5eXPWoBMbBgdsck6SWjI9MSBXUcp2fVVpRnZscjgZj3uFIelLaAhXs/qJT9j4EdEEAQ93nuWbYTAoKqSymvyvLfjUqeTzeKOqmbADiybexBAiC4rCuR3uWh3WdVzcgePzCFPSqFFJpmbJkhqQaR5SkC5hUwr63KhiMKu9d08qwK9a6Zf8C/PoKz8dExqB3ZmEBmrkEzt5uvCHpkPJhSGmhmGp4pMYB2h6jKnb8lGhmAAmbOC6UKferS+wVafjZK/GaNLvcDuT2DWOC5LkDIz4IW8Q2TYxX4M2nS/pTlK4uzJFhNXzMDHDc+Wp5wCAyLf3ea+8mBSWdPZxzI884HFWJgYaJZwRs4+7TpEBPPSpbEfpfwjBQ/L6Ms+7xcv7NdEzNFnr1z70h+c1TDH/jM6sr6hD32p1qFO+4GPnyGqZ3dJY8JVwc9Y/bHTUNzWPs0BRuiw805em5gag0OtQEkoAeirhDfQyGiyKaLA3SDbI5sK+CzlaKMHXzBZdm5IAPxB8iGr3zd242EWcIG5HPqsNrNSmxczOAAsCyHUuEeL+IAbPTlBDCURD7P+Y9HoJOrUMtLUBy5GYiDIbJN0GxmY5ywei2NCSQNLEvUr98Ru9k+VRtF9jgpmGQAJH7nxB9bnuRtgMi9HaJ8B1Sttki1jROF6qvNxlggHMqP00UePS1Qo8IzqWQAD4AI4HjQw//W4Tcbrxp33pIZ2T6oVt1ipax3jlIU3H5lcRzBlwGFBDYVUB2rQccCa0Sa/DEDkTsy19lJ7Z4HADMm6HNXva1RM68Ao6CPjIQ9lk3H9iXKgTB/BMccqFld1CBiUHKAQmIjVgvJA11BFix6W5sq3POR21PAohQ0h2sQINLn6fINr5ZipMHXS8M3uR67e5Ovg1eLNeQ8pizbMqsUaJI8D7QNm2UZTPyyJ6QSoIQjGwsABO3UV6yeI0QqOdkHRuxfdAPUx+O2ehWdAF/zZaCpYb20GuuKbiNDizKAoMKjYN8EWACoHEvH59rxgaN8ALGe24j0tl6B6VENQdXubw5YyzaKsPOdV2WL61siA8u0aTIAn5IYF2V4PSibbVGUW4z9AFX5RbauYINRcELhacXMhyH4UzTFgPN5GWPtcxoDTMZoqYNY1dPAgx729oLWUPwM5wXAG14zg1JyXZCAg42O+dRPCa4YNK1NbZRoVusxQNNu+yjBDhCr/1JROkwEDIASdVY47sP2qY1M7YCqAKaAeEfM5kg7Hc5Lt/O2vxGXLfrG7wylPQ+/RrGYRo/yz0q1QA/bcxgXx8dUTh3E7uw1QA788HEVVJMvk4F85DKsACie/N07cGA+qA84Axl40badP3drZ+Hax95i/KpPKtDdy6BGwdQWDNTGPmzGtlhyfekD7JHNh22YELJ1FUfMUBDCoqvCpZYr+cwtyKxSGXHd4dUxUlhVxQt8MFoPC7HiMlUCMASIbF2TdXbvJmI/fJoQMdrbG2n4+FmQ/Uah4TFgE/9xsTztOHZIu2lFgklqwrcVpRfjlERf+L4RbbJ2N/CHF7fSUGg3yLI69SowOupAi1PnejA1grVfq0W/6lAHm6e9QRXQVC7qtgPRpLg9zisSdpzqOblpywEnAJgZKNg4PuyNqjgshgI6N6CbLUPk5k2TAfgUxAcpBPIft2Q0NCyrYNxYZvDBtikyQJ+7z4swlAKcYXTL0NcYB3Z0uAYAjYv1wzZAhkBkoNamFkyxKowIaAzSUOdqVIMc20RrU0ApC4AAywCx+qs0qNPDUNM+YXWbZEcYWMznoh0mZpJcW7Ii1YJAG1zJcpI8rY2ODjs0IsijRIjfgVRNcpfVqp0/4A3bGfTIeCPkr6mg0lLJPbEItdqIsBBIlocjMlv6HV4Nowgw2i7mzZL1rpnvNL5OOsWPDgflXOX9Is7NdaxLuMD1QtQmaw/B369bgKSvOoXAfMqpv9jGQ0/j2C28iNn4LLzzd4umY6R8HQXQiVQnSBZUcJ3gjYr1WgBAXqS6hV9bAqg46KRnvJRYTkTdutiw1EbEp5X97Fgdb0bFAULFo9y++bL2sWrg2s1u8j6tBszEXueo0ED4PshYVZipXWRmAcSIT25nVkgANtk/HmcJdSHXR7l2W/ATwDPbJEXjwdXFX3PMkFHWaLpeRWDvKAAsBs2mUnbIVxY0mcret+72ZM9Ac20z7kxCUytU/M24DRJ7l/oI/QC8w4SSL36Q7SQD8FkkyeLuz+OKaGcHbFKmhUGMBqxHFQLY8UDHzRAyOjGRBQ2jOgCe6RTRCewMLFz+Cm5bKm2CyAIi706vFAjOH7iyC713offqLvc8sy0yvxygkRGo540FYAxIKrK2OtwmtiHi/gH60bcSyKTMTmon5f7OqpaUEh5PJqRjgIqwGFBl+zLncSWBjK+TNV5xk2bI19vk+HrBMzmxXYiK2hZixwTA46M084RdO9aH2R1memq7u6Uk3knEAMiFS9wgDbHtV/52UH8peAYCCECIF0OZVhbORTUBoAS2QgUgphAC7DXwAe1IREUOwEpmLNrEbIdvk+sPDk/RKK+uTfOhypXv+p89q/gIChq5/F3UZz7GIzANAjCILrCRy5N2p+BNNkdOJY1gdhisC0DM3xEfvMlgydQOx4m6VKsI35ADmGZkwQFqa+rl36VvgGtTFYCiPaQYPrAhKViDZyOum3AMBrfbu6gza4WgpmKQJo29bVsRqT8VWXUYOZUbq9cifG7ce+RvQgBjkGUd9dx2PquDia0JyHoq0kSjIuO+R+tV6Q2y2R5rU2Lr9BAi0HBkxabJAHxKIg8iTYTEIivPfaJaBcNmaWzMv6UbNGC55cYushyfxdvVyHoYx25ogl/JIxsaCqAnMcBWSluwA9igh0AI4ufc20NZrFKzYMgCmCaAC2+/lFAIEvwp7RkmxbY9EqxF7dcRWIn+9WmS3zmbIt+ecM8zMsyiIbA78v1FkZtTlVZ6HwnoKdk3MQuQtKkFejg2jEwv2CDr5uxOWNdwMZQQxTWJ4sk4FYQ9r4vgA73VgI+sDIFznAeW4rO1wPXynRjaatJ7aAMnyXAIlYtnhjQ8+CgKKVtv4VHlsVoyfHhhDOxCKDNmRtiGyfalt+lxYMqrXwRTQ65cUgDc/iMyEmac6satduCEwWDKmrEaUbpph4aI9A5USqCT2gNFQLpGODgU8EyU7TvlmbgQBgCBCfJlOkAn6+PshiTTw21hbyvvbl6F50CAmtl4RTBAvRaAGKtoJUPnAY9ysYymCC7vcn/h2E0PbAVg5ffCYQskw8lAmyqFylCr333/kug7zovg2GL7ni17RH6MqnQTdrplU1RdgwAD8CkK1TpE6OQF3wAcwK6VnlUntXP0TZ9z4t27/WKo3HkwNgq0ZXWaAGb4PzaKlvY/QLABkowRYEHNbAbM5qDpLBo0xIxMIRCh90gTeRWFXb9ZvaZV7HUmgVUKbpg9yoKZAhDyeek2SJzNQ98o53pfaatWTPPx6kjdst+J20c+TlFqy9M6nkDcV2RtxHzsIGXbRA1BVfIbSYGVTWs9cwLQMaNguGwqu7uWTIE07gxxV9w3Jr8/CmnszjVZpU1QSdkFyR5wys9K9ojBjpqrMuBJwvRa9kMALR3UXIq9ycDMGcV5SfDh6qAaW+cYLAggyCAITt0xD/f5wEoPfphhMAjHWcj+EkDBiAVYaaBxKlFmKxgIefaHWYUU/MjuEYuwLTPcjFSkCO3LMXjy6Aq44Snd1TUfG8iv3jNv7nmOQu2YHclMsgG4jNDs4/QwqHLAqGJHQMfWmFHcXF+ke6/1qihH/iv63asXEd4RB3Zk7y1mC1MPxgCQyXuDWW85oUJ0huua5HURwX1s3d4djAWlaPw0CQGbwviceg6PDBmAT0Es8FF2hnN2C6jsYIlON3YAJwqiJ/8FgtWg/60DsAE5l3AHlLSbQYCQxp/erUJ+Elhl1G4cCJEMQY2s+7pflCXY6LLT6bLzaRqbJwMNPuy0ru3cw+AnB1wkQyXv+7KTPmSgJu16vMeZaEdVAaNwzQMaWUaqjsyJfN5fK6ezaZO2UfxMztXZT7RKwUi1hVdzORWWUGfw5O9P5GbVgQNL8x2WAVAaHlRE9jAIeXiWRjBBXkxI46us4WMFRa7HDiBFIM6fRB4DK6tWoLAQc30cGIqSk/Lp/d9CeMGLbHAQ/pYeSnruWAjE1fQOCJFK1D1HXDfEHkzJv8qpwoKdE9C4+Dp6bhdX9sqKAJp4J6KZof6571N+U+7blsxfYOGS3wh19H0l2iwBkIwoHdnupOVIMAHErt2SMRPvOcLB4n1FgBoQ4D3uL2mkzuWkeYW+Cdc9sCHy4BeufjpHpAimjZTyKk24WD82fhJ5deog20sG4FMQqtxpvNodEwDYAys5po12O4E0hg3EDiFSh1mgQlrHIKgClDEgRWEhZ1AjjeoY/PjDT01gh+Rp7XD1cTGAlNbA2B3vYITND5AHPS0WyP32BsmWjfKgh+9V2oKdUW3/zTEsQN7gOS07BTye3UpAT1rvxs7qkX1PCuBSMEdk1VkF+yA+qiOVOAZJHkQG4CXTcH/FoIkndFM7vKBVBHpg3A7aqSB8XoBfOJqxCx6ngKZRlhWqgeiogLTM6KLIE2LBEWqn3OJv+yN93/A2RtFiBIgFRYKysJqZijx70FL5MFjj5xHXg1VyqET3MOBxLI9ybZUgQHosSeCZY5kilR5gvZVEvhxfhgAXC4YjC7sxnLA9vCBzP1ozJvLAwTJbAVCHGGMJCEmwp+9z14+K2wcBLMT7adn1SNDC12TMIolrqZ2HxKO+CAlwBODxdeR4TM4DjANHsngbIU7PBt8CXEp1sQR/ah73Nz8P7l8S95KxANg1IRq3RsFk41NsvpDVVW9OPoMMwGeRyEmpZcjMhsuAsCUBcgwQn/MEAx/an4XYawtcVmCAiGfXxh05QGQ9r5oFA0GqyXy+iI3xuA3SLbxAp5IO6jTyhs82f1VViV2QqEMaDDA1mvbpJPhIAE9qj5OCJX9fMEjSnirDjPn3IVVdKUACAmBko2+hSguTvjiLS8EDJ7YPYOLDq7v4lUhAxF3hDGuhHKNhyLIICAutEflaOwRnTAr4Xb21y1CRTU26yLDRr2cYJDBx600EjsRiD8Yfkc1P5jgK/luH+zJfPtGdNI8p0ReiTq54SK8xNVdBtSITufJkUMM0fo9kFHxdhe2UbKeR9j/8jHJqM4Ogymwse0AK/sRzGDh3fHKvWqGaCiDK/dw4TzFxsLFl+AIg8k1UwQ4mBW1wfeTPVJPDnYeN6CfyHZv0nwA2kQjgEr3H0vrvAGFax3SW8dGqHbBRxgbjVG4MsFrT9n8ANwEU8ncvUapop0YLzFhVYOjzwDSKuTxim8gf0qzk3H+a5dJLL8VJnMARegB71dkbzuchug9rWMHf+3t/bxNrtz1lAD4FUQ1BcwRlP+mZGOAAaLEmqTDLA3gbIaOrAECkyozd3jP5R27unh0RsW/4XCsWeTK8rCfHzknrHj2bACoiYNqEIy2kDU/tGJ6qA/AQBe+vXBlaO88J91yFEExRgjcZMVqyOrKdXB4fRxE9L+rIoCc9xT2jXiDZltaOOlwjpSKwExk1FxYQAGGnTuRVPqxSJbfA8sJHGqjcuVGmVuGIAkdMad7VNo4MnKlgFF1ZFZM/G0shHCMBXhhUUPH4W+4PiUty4Cb9VzSwxUQwuBCeZ7mR5FkeD+gYOdlTv706zgjQSPCMga9P0t/cl+HdibSUeWdiEfW2RRII8jrp8HTUHgJ0Y89W0zPrNu1tSzgvLsYgzhDi+/AXlE+riGA43hPXUYAT79lEYWjItqkEmHu1acLO+VpxfwlmjN+lP2SVQh9p+R7Ec628uS8dyyMPYY1YNjZQJiPeo7CZk/0l39eMfN/YQ4a5zHD8iBIgqDUf+I1jfEwRR3k+nfKYxzwGj8V34HZ8EZfSD6MYNLZDiAi344t4LJ6AgwcPnoZabi8ZgE9B1MzYM4SIWvY8kSwCPrw74HQNQaEJKiyejRJQ5Q++5J2ScrYWbhcZjIlJzGYIxs7SG4kIrZg3OZDEkjFmVnXyqXCdJQhy7W39zUxSyfVTMjbagSitBbOSgBx+JlOWZ2/Gqn1NPj6P68LgRgJQX2ZSlnQ1l6CnJHzODykAhqDcRG3nZp5QXV4qTKzUBGDFzI0940g5extyhrnKpYW3N7HPIAQx1ABVCvNlwEwUmiVrtEzOFggKNrCjB8UIO3oK32FWLYLkGom0yj7vbXVkcl58nYF1yjgBQHR8BiGoz2TdCMGlWRxH0bIdoZCmsx0KxUW5pdYheJaCbWEibyTwAs71hzd41rJPCfYb0cIOKFFfy4jBembfJzM/UgVkEbCLWqxCHX2dBUtHvLdgwMP91YQ08l8JKiSTpme2PWoebK/YDV/PQ1kAe5nlxwsbHEumJ+pjiLHHQKghqxJj0RygFGHuYRyTTkEG0E79H0CsDB+QmbPEWNezrVEd/cWRz+KcvefhPtyDc3Fo3c/fi2/gJFbwxWN/ehpqt/1kAD4F0fMGikzYDQi7HQ9kMnSofVj8nUQI5ry8yHw0EO0nkgXYBkkMi7hiWx8gACgZ8DAVCXDSmVnWJ2fUEjUguZ+CKjmpGbLUg1YW1KT5yGd99GcB4jQvJm7xlfF1cmwPN0PWUUa85vsJ06Pgdo4u8rZ8R4rIxZBJ2q7icqQnl9Jhonc3g7En5yWzi2yGeEFSIHIGynyshIK32SF3IjnpABrkBG9GQDNSXhXErtxmDahWFczIHmVBNdn/kjp4xkdRsFVCXM6GhBdOD5AY/EU/PaiBA3dRmSr+27pYkx0fDvSRuB9VN6l7tKCK9JFnEDNOkn0Qf0uWIwCXAJi8kXOyoFtDW4rbzhuilDHMsJJ6Dhu6ACp4pXH/Nm424e9UgiD+xkRfym8P4vtNXzWrIL2djQA7fMgqn6UlAZzyc2kAsHKMRCDHBCPkyO5GpPXsj4+p48qS86b4m58JgWK571M393BSe3i4/fGTis/xOp2yZ88e/PKv/Vf8+2vegP10ADoXvLUghgz+Bl/CO/6fX8WuXbtOYy23jyiiRZTFo0uOHj2KvXv34jnf8x9RaxfNuAvY5KTL9KbEGKUqKWnknEvvyskfnCqu5V5vLn2XsBotx9rwBB0FEtQxiJHPtECTyv+dqrWEobIHG8IoufssLFUAglxWSJc7ikIG3LNqo2RLL8uHAMk6AWCcJ8KuNVKx6Ph3pC5jtYILYgj+W2TvbVRYDeGiPbfcppU1hDZj96878iJkZH83Y7Lu3mnsnRQXSxzvbHlCIwu/mQXyC5sKIIIfSfcMKvktso7yJ5E+U0cJTKJ0EtzIMqRruwAzKgFDrG7zZ4ux4S3bXElDXENJ3ZM2MfiRzUqAvgzs52NCye/LtS0AGoUU5MT5JtczaSKgAtFub1cGb5QcAUeEfEiwcpE60oPHcNK6tKNLwaEFXQG4SLscVjl7AMhnbnlQLcCOt/GRH3JhTkzaM29W8fE/eyuOHDmCPXv25J/ZJJnNZjhrfDYeiyfgAvVtvZ+7m/4GX8ff4qHZA6hT5v5RKkMvdIlfYN3vlOEpASAd0vQ+6ysHcLoGolLOc0XFaQyCETRQ9uCSkmFEAARD5MgAOtPoFPSkeUlVUQ7gcR4S5CTPpNcjQFECO0AwRMzdrwQwUeE6RUCIy3SvxKmZSsIBElNvL7n2k1YhkCEXRcmO2+chAE66mCFZpAWTxGX5Iw80fCBEb8hLNpLv6DgbUoc8TA00YwUzCbZEHLk3553FajrpcQTHRDGDwA9QZVc8crY59hgKtwOPVFsF4CQAkccu5H75hU0AKgAhJpCKQYZYgFOWRkrkcUSir4Aojow0qOYFmWPG+HpJu5X0HYp3B1CrjyP7mwZeHcr2Wz6YYQJiWnlLwA2RPm2zACdcdgxY47+ZSfHvHIjAj24AzKkFiKK+Bzww0VLdRYjUVtp7YlFijoDA2OgwVwT7IJeHHH9ycybrVhjr6zrDcZNkNBrhd9//23j5S/4JDtCFqNVo4TNzmuGruA3/88b/bwA9Qoae6JKEXfGiw7XIJieXRZftB+/qOKBhieUB2oDDGzuLvOTtWntj6uyZY72OikhUT94WKVc/OYsI0FISZolSO5wUIElVo1F+AePcvQrM1yMppgR6gBj08GKd7LJT1VZO0iMs2mxODHLivkJYKOTiw2BJ0Ok+TcN5kgcxpAGFFEzZjL1agtxiyYAI8EapmhcjwYL44ImVfTfE4El6FInFj9jI1qWRgMkuynBqNaeeqdx/ioCZsl5obITN+ct3yyoxBjRyXxAtYr56UCAHpqQXHtr2OgggkZRdoKtZqEPKaHhQI38n96L3iKQssYjngE+wj3I/+VPVCmgovBelIhsuzpv4HWa+X263V4nFt1sgJls/3/FJm8S1FnNGSX8U8wz9R85Gh7uC268kSyPZHpEHAGfIbKL34Rsrvx8ZtkKaEqR5ik3tmZAXv/jFWMYufA1/jcfjuxamvxN/iZ3YgyuvvHILard9ZAA+fcSxA14E4GipWKRWR9qUCHWN1Q0by9Y0ZGPtMKhw5UXGtik7wt5mgGdrPPMjQYo4q9TdLLJVi3YwCwFcn7RdaqgcK5QphzhkrgRAss1pXKWcKsyVJz06AF4wQ75U2Ui7bEgpVSKcV66tduEJwCX1tpHpItWNTOMnZvKLsfKfgb0ZqUBUOPUczKQwCyPLlX/LBYri+nh1CyeU6hUdp5dqm1AncQaThrUnGlkwZEaubwUoajEOAnjZAKAhgGFsjxGAiRcHSFoG2TI9gxjOjwKoYYZGOfCj2SMIiBZtCXBiI+oMSwHxG7JvObMcNZP8Ld53Tt0KggeoKduThgrw3ZL7LlvsS/yNRHlT3A+tfLraBAS7m8z0o2SfE7yxtI+9k8zDSoIaN2Z57AV3+2RT5t8VhTor+5t43ANhkwpYppjB8xbZ+LAopfC/P/VB/ODlP4gL6NswUcvFtKu0grvwN/js5z6zIU+wR7IMwKckPHiA9iQF5BfxVJ/NNigyH6KYVtVwpwDnP0zirZ9kdkqMSs5eRg7YtN4SmC0yaC6VRRwzJAFnpXp1XetTLE9IEsDlyhZ/l+x/WoeNQkyQyeQYMU8egMLHZIr6T4kFQu5w/XPumXSrjVZ14uvepseCIeXy4Mnaur0DHAwzqMoWZO6y9GUJ5icsfib5ndRP7p4F4Ao2Sc7tmt3v+V6ilkn7xP52jRWLLdfTgx4TDIizgA7xAssu/nG7ExWUjCHjVCQtACCqy0Hw2F4LRizUqchLCh5gB68sle8LFRg8f2itA76K4IP0hXLkZoqfE30p6uKNlRM2LAVrWn4fEiQV2K3cd5frTy8pUGRQwnXibwUqxEQzYpyz+Aj7Yfx7gCTfCzNMWXaY+0YFsMXpGIBusVx22WXYjwP4Km7Dk3BpMd3f4ss4F4fwtKc9bQtrtz1kAD5d0rU4S0BRWFh9utzuLgdGugyZ2XTGKHjPsjRdWtYiIJDIhvTWCwBMF1OUlbQPS+CzJ5haxFR5wEIOTJjgNhzZ6eSyKdn6uMm55S2UvJsAjjJpc2La8FRxfB/F9Uf4LcqKqifqFi62331JJREzM+LIBNFfnvkRnka8MGu/OLcLkGDN56vZkzKpl/gt7WoCe5MsrImtVQvcJm2K7E1SIMCAiOL7koXISYsF5uusjuR+Y3DCICgzLmKmhVp970EvAysKZ5rFjJ6sn8gu6dNiWl+F0L/s6u5t2tLn/JzlfucCCeZExX/7EZE6jCZtU44NVkjawoBQA4ri7yECQ8kzkcrsDMj/vf0mPPE7nogL6duxS+1t3T9GD+GbuBt/89W/OQO1e/jLAHwKYndTyZarh263BR7kIIkKWAAySvedjpkSUNM6KywFRuK3KuXPgKwHWFkIaEoAJlfmRsta5F2Xs+WR11MvmeR+aVJrsU5wE2qpGqKeoS0UFRXyWQB+UuGglz6D3MNx3VpGrOvAu94F2hdK3mZJslG5ckKBibF2Lq3K5wn3k+stF+VFaiafxucTD+j4Hl/r6JycfV3CjnRJ9M00sOoIyTAAIsyByvdXBuzY59qMUcn2piim3a5ue594DpLzTBuskqu3nMdkXu3so35eZIBcMDmQdZXeYa02FOrgGaMFavnTLd/+7d+Ox+Db8De4Fd+DZ7bu345bcQEej4svvvgM1O7hLwPwKUn6QW+1QVtafsr+LKpP14BsMQCnOHhLAKSUb46t6ngummhQqG8J5BTqkVNpSfWUTZQ8K/9cDzsmI/NmWY6kvfxHoV+731efBbeHZBKlTFH4m2JABCxYELqBWKv8QpOyi3CqFoF4VwKotPo83dnLjcKiLu35LWRtXuKM7P91pvuzbGbm+qKXS+U0RbDVBwRK8R6gi5OWjoZYl6TqPaD8/uT1EuAB+gyjMy5/9q1P4+C5h/AA3Yuz1Xn++v10GEfxAG6//7YzWLuHtwzApyTpQMgYLwM9B2mXrVBfSSe41nlfHUCt9Wwh7w2wL5upHjtVFmk9AC53NEC2jD5AIl3QFvWJBHG8yOVYp8JC2QJPYnHakGwQ90aqmvbd/EM9FsPesgBI5Hf6sLt8UBvQdLy3xaBlg5JTNwk7JXsBaPWncpHcc0Bax+n8dcn8ZMaK76+URdygtOyNSpLrgx797SOVrzPvctr85TPhut5HzjnnHDwOT8Tt+CK+j54LDnh6O27FxXgSzj777DNdxYetDMCnJCp4VkWSXuqyy2lnmp+suxaD3E4oNVjOSdV9O2SaHAnR106mA8uVqOVNlcLE7eta2OVxumK2TfHWqTNjmfpI1gTY4GLTUa/i4ZEbyKuVdJ1oixQC+7VepmIzhKubgkxZicK34ePXtG4k39Z6AVJRBbzOfBC/6+AOXmKuTs9i3tn+vnNAz2RdZfX2NPUPdFQnYoUfXiDoiyt/in079uObuBsH8Fjcg69hjhluXR2OpuiSAfiUhL2vSiqWVBcPZHdSrYGiOwZOjsGI7ENy9SxkVRqgG7At6j3Y16Fe88WtF0xswgK5bg+20ymbMY/2ZSp6NXsT3nUu1xZwWGfDTwPoPB1SApqnjTFaUMZWlLvpshljvO/3ks7pHTY+RYeSMyjLy8v4f3/7/8FP/sRrsJ8O4G/xZdzwnndjMpmc0Xo93GU4siIRPrLiWU9/I+p66UxXZ/PlYbTmezkdBoLrUUGeSh6DPPxlCw1Q182wbTPZUiB1psbfOoqdz1dx0+fesiVHVpTEGIO91X4QDCpUeLC5DzqnrRjEy8D4JMI4cG7WIqPUQQYZZJBBBpEyN2sAwrpxJkRrjQ985P+HH/3RH8XHP/7xAfT0kIHxSeSrX/0qHv/4x5/pagwyyCCDDLJN5O6778YFF1xwpqsxSE8ZGJ9E2BL+rrvuwt69e89wbTZXjh49igsvvBB33333GaNlT5cMbdueMrRte8ojuW1A//YREY4dO4ZDhw5tYe0GOVUZgE8iTBPu3bv3ETmgAWDPnj1D27ahDG3bnjK0bftKn/Y90jbIjwYZlIGDDDLIIIMMMsijRgbgM8gggwwyyCCDPGpkAD6JTCYTvOlNb3pExkEY2rY9ZWjb9pShbdtXHunte7TL4NU1yCCDDDLIIIM8amRgfAYZZJBBBhlkkEeNDMBnkEEGGWSQQQZ51MgAfAYZZJBBBhlkkEeNDMBnkEEGGWSQQQZ51MgAfIS8853vxMUXX4ylpSVceuml+JM/+ZMzXaV1y/XXXw+lVPTfgQMH/H0iwvXXX49Dhw5heXkZz3rWs/DlL3/5DNa4LJ/85CfxD/7BP8ChQ4eglMLv//7vR/f7tGVtbQ3XXnstzjnnHOzcuRMvfOEL8fWvf30LW5GXRW276qqrWu/xGc94RpTm4dq2t771rXj605+O3bt347zzzsOLX/xi/NVf/VWUZru+uz5t267v7l3vehe++7u/2wftu+yyy/C///f/9ve36zsDFrdtu76zQTYmA/Bx8nu/93t47Wtfize+8Y34whe+gB/8wR/EC17wAtx1111numrrlu/6ru/CPffc4/+79dZb/b1f+IVfwC/90i/h137t1/C5z30OBw4cwI/+6I/i2LFjZ7DGeTlx4gSe+tSn4td+7dey9/u05bWvfS0+8IEP4L3vfS9uvvlmHD9+HFdeeSWa5syeQLuobQDw/Oc/P3qPf/RHfxTdf7i27ROf+ASuvvpqfOYzn8FHPvIRzOdzXHHFFThx4oRPs13fXZ+2Advz3V1wwQV429vehs9//vP4/Oc/j+c85zl40Yte5MHNdn1nwOK2AdvznQ2yQaFBiIjo+77v++g1r3lNdO07v/M76T/+x/94hmq0MXnTm95ET33qU7P3jDF04MABetvb3uavra6u0t69e+nXf/3Xt6iGGxMA9IEPfMD/7tOWhx56iEajEb33ve/1ab7xjW+Q1pr++I//eMvqvkjSthERvfKVr6QXvehFxWe2S9uIiO69914CQJ/4xCeI6JH17tK2ET2y3t2+ffvoN37jNx5R74yF20b0yHpngyyWgfEBMJ1Occstt+CKK66Irl9xxRX41Kc+dYZqtXG5/fbbcejQIVx88cV4+ctfjq9+9asAgDvuuAOHDx+O2jmZTPDDP/zD266dfdpyyy23YDabRWkOHTqESy65ZFu096abbsJ5552HJzzhCXj1q1+Ne++919/bTm07cuQIgHAA8CPp3aVtY9nu765pGrz3ve/FiRMncNlllz2i3lnaNpbt/s4G6S/DIaUA7rvvPjRNg/PPPz+6fv755+Pw4cNnqFYbk+///u/Hb//2b+MJT3gCvvnNb+I//+f/jMsvvxxf/vKXfVty7fza1752Jqq7YenTlsOHD2M8HmPfvn2tNA/39/qCF7wAL33pS3HRRRfhjjvuwM/+7M/iOc95Dm655RZMJpNt0zYiwute9zo885nPxCWXXALgkfPucm0Dtve7u/XWW3HZZZdhdXUVu3btwgc+8AE8+clP9ov7dn5npbYB2/udDbJ+GYCPEKVU9JuIWtce7vKCF7zA//2UpzwFl112GR7/+Mfjt37rt7yx3iOhnSwbact2aO+P//iP+78vueQSPO1pT8NFF12EP/zDP8RLXvKS4nMPt7Zdc801+OIXv4ibb765dW+7v7tS27bzu3viE5+IP//zP8dDDz2E//k//yde+cpX4hOf+IS/v53fWaltT37yk7f1Oxtk/TKougCcc845qKqqhdzvvffe1g5nu8nOnTvxlKc8Bbfffrv37noktLNPWw4cOIDpdIoHH3ywmGa7yMGDB3HRRRfh9ttvB7A92nbttdfixhtvxMc//nFccMEF/voj4d2V2paT7fTuxuMxvv3bvx1Pe9rT8Na3vhVPfepT8au/+quPiHdWaltOttM7G2T9MgAf2AFx6aWX4iMf+Uh0/SMf+Qguv/zyM1SrzZG1tTV85StfwcGDB3HxxRfjwIEDUTun0yk+8YlPbLt29mnLpZdeitFoFKW555578KUvfWnbtff+++/H3XffjYMHDwJ4eLeNiHDNNdfg/e9/Pz72sY/h4osvju5v53e3qG052U7vLhUiwtra2rZ+ZyXhtuVkO7+zQXrIlptTP0zlve99L41GI3r3u99Nt912G732ta+lnTt30p133nmmq7Yuue666+imm26ir371q/SZz3yGrrzyStq9e7dvx9ve9jbau3cvvf/976dbb72V/sk/+Sd08OBBOnr06BmueVuOHTtGX/jCF+gLX/gCAaBf+qVfoi984Qv0ta99jYj6teU1r3kNXXDBBfTRj36U/uzP/oye85zn0FOf+lSaz+dnqllE1N22Y8eO0XXXXUef+tSn6I477qCPf/zjdNlll9FjHvOYbdG2f/2v/zXt3buXbrrpJrrnnnv8fysrKz7Ndn13i9q2nd/dG97wBvrkJz9Jd9xxB33xi1+kn/mZnyGtNX34wx8mou37zoi627ad39kgG5MB+Aj5b//tv9FFF11E4/GYvvd7vzdyUd0u8uM//uN08OBBGo1GdOjQIXrJS15CX/7yl/19Ywy96U1vogMHDtBkMqEf+qEfoltvvfUM1rgsH//4xwlA679XvvKVRNSvLSdPnqRrrrmGzj77bFpeXqYrr7yS7rrrrjPQmli62rayskJXXHEFnXvuuTQajeixj30svfKVr2zV++Hatly7ANANN9zg02zXd7eobdv53f2Lf/Ev/Px37rnn0nOf+1wPeoi27zsj6m7bdn5ng2xMFBHR1vFLgwwyyCCDDDLIIGdOBhufQQYZZJBBBhnkUSMD8BlkkEEGGWSQQR41MgCfQQYZZJBBBhnkUSMD8BlkkEEGGWSQQR41MgCfQQYZZJBBBhnkUSMD8BlkkEEGGWSQQR41MgCfQQYZZJBBBhnkUSMD8BlkkEHwrGc9C6997WvPdDUGGWSQQU67DMBnkEEGGWSQQQZ51MgAfAYZZJBBBhlkkEeNDMBnkEEGieTBBx/ET/zET2Dfvn3YsWMHXvCCF+D222/393/zN38TZ511Fj70oQ/hSU96Enbt2oXnP//5uOeee85grQcZZJBB+skAfAYZZJBIrrrqKnz+85/HjTfeiE9/+tMgIvz9v//3MZvNfJqVlRX84i/+In7nd34Hn/zkJ3HXXXfh9a9//Rms9SCDDDJIP6nPdAUGGWSQh4/cfvvtuPHGG/F//+//xeWXXw4A+O///b/jwgsvxO///u/jpS99KQBgNpvh13/91/H4xz8eAHDNNdfgzW9+8xmr9yCDDDJIXxkYn0EGGcTLV77yFdR1je///u/31/bv348nPvGJ+MpXvuKv7dixw4MeADh48CDuvffeLa3rIIMMMshGZAA+gwwyiBciKl5XSvnfo9Eouq+UKj47yCCDDPJwkgH4DDLIIF6e/OQnYz6f47Of/ay/dv/99+Ov//qv8aQnPekM1myQQQYZZHNkAD6DDDKIl+/4ju/Ai170Irz61a/GzTffjL/4i7/AP/tn/wyPecxj8KIXvehMV2+QQQYZ5JRlAD6DDDJIJDfccAMuvfRSXHnllbjssstARPijP/qjlnprkEEGGWQ7iqJBMT/IIIMMMsgggzxKZGB8BhlkkEEGGWSQR40MwGeQQQYZZJBBBnnUyAB8BhlkkEEGGWSQR40MwGeQQQYZZJBBBnnUyAB8BhlkkEEGGWSQR40MwGeQQQYZZJBBBnnUyAB8BhlkkEEGGWSQR40MwGeQQQYZZJBBBnnUyAB8BhlkkEEGGWSQR40MwGeQQQYZZJBBBnnUyAB8BhlkkEEGGWSQR40MwGeQQQYZZJBBBnnUyP8fYUjeX/cwdcYAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "regridded.TS.isel(time=0).compute().plot(robust=True);" ] }, { "cell_type": "markdown", "id": "0a2cd22f-24c5-435b-8b09-4e2e0188fd7d", "metadata": { "tags": [] }, "source": [ "### Chunking in space\n", "\n", "Let's try chunking along `lon`. This is useless since you'll always read all `ncol` in, but it illustrates the point. Note that these chunk sizes are very small, so this is probably only useful for a much higher-resolution output grid." ] }, { "cell_type": "code", "execution_count": 38, "id": "a3416d15-6b47-42e7-a5d2-45d6fe64adeb", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:       (lev: 30, ilev: 31, time: 2920, nbnd: 2, lat: 768, lon: 1152)\n",
       "Coordinates:\n",
       "  * lev           (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n",
       "  * ilev          (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n",
       "  * time          (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n",
       "  * lat           (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.53 89.77 90.0\n",
       "  * lon           (lon) float64 0.0 0.3125 0.625 0.9375 ... 359.1 359.4 359.7\n",
       "Dimensions without coordinates: nbnd\n",
       "Data variables: (12/29)\n",
       "    hyam          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    hybm          (lev) float64 dask.array<chunksize=(30,), meta=np.ndarray>\n",
       "    P0            float64 ...\n",
       "    hyai          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    hybi          (ilev) float64 dask.array<chunksize=(31,), meta=np.ndarray>\n",
       "    ntrm          int32 ...\n",
       "    ...            ...\n",
       "    f11vmr        (time) float64 dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "    f12vmr        (time) float64 dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "    sol_tsi       (time) float64 dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "    nsteph        (time) int32 dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "    area          (lat, lon) float64 dask.array<chunksize=(768, 200), meta=np.ndarray>\n",
       "    TS            (time, lat, lon) float64 dask.array<chunksize=(1, 768, 200), meta=np.ndarray>\n",
       "Attributes:\n",
       "    np:               4\n",
       "    ne:               120\n",
       "    Conventions:      CF-1.0\n",
       "    source:           CAM\n",
       "    case:             b.e13.B20TRC5CN.ne120_g16.003\n",
       "    title:            UNSET\n",
       "    logname:          \n",
       "    host:             \n",
       "    Version:          $Name$\n",
       "    revision_Id:      $Id$\n",
       "    initial_file:     /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n",
       "    topography_file:  /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12...
" ], "text/plain": [ "\n", "Dimensions: (lev: 30, ilev: 31, time: 2920, nbnd: 2, lat: 768, lon: 1152)\n", "Coordinates:\n", " * lev (lev) float64 3.643 7.595 14.36 24.61 ... 957.5 976.3 992.6\n", " * ilev (ilev) float64 2.255 5.032 10.16 18.56 ... 967.5 985.1 1e+03\n", " * time (time) object 2000-01-01 03:00:00 ... 2001-01-01 00:00:00\n", " * lat (lat) float64 -90.0 -89.77 -89.53 -89.3 ... 89.53 89.77 90.0\n", " * lon (lon) float64 0.0 0.3125 0.625 0.9375 ... 359.1 359.4 359.7\n", "Dimensions without coordinates: nbnd\n", "Data variables: (12/29)\n", " hyam (lev) float64 dask.array\n", " hybm (lev) float64 dask.array\n", " P0 float64 ...\n", " hyai (ilev) float64 dask.array\n", " hybi (ilev) float64 dask.array\n", " ntrm int32 ...\n", " ... ...\n", " f11vmr (time) float64 dask.array\n", " f12vmr (time) float64 dask.array\n", " sol_tsi (time) float64 dask.array\n", " nsteph (time) int32 dask.array\n", " area (lat, lon) float64 dask.array\n", " TS (time, lat, lon) float64 dask.array\n", "Attributes:\n", " np: 4\n", " ne: 120\n", " Conventions: CF-1.0\n", " source: CAM\n", " case: b.e13.B20TRC5CN.ne120_g16.003\n", " title: UNSET\n", " logname: \n", " host: \n", " Version: $Name$\n", " revision_Id: $Id$\n", " initial_file: /projects/ccsm/inputdata/atm/cam/inic/homme/cami-mam3_0...\n", " topography_file: /projects/ccsm/inputdata/atm/cam/topo/USGS-gtopo30_ne12..." ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "regridded = apply_weights(tsfile, xsparse_wgts.chunk(lon=200))\n", "regridded" ] }, { "cell_type": "markdown", "id": "931d2fac-7f06-4570-8b0e-05f6424b9780", "metadata": {}, "source": [ "### Visualize" ] }, { "cell_type": "code", "execution_count": 39, "id": "4d21f74c-21a3-4c5f-9dc8-841a4ae2de4a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 582 ms, sys: 96.9 ms, total: 679 ms\n", "Wall time: 3.67 s\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "regridded.TS.isel(time=0).compute().plot(robust=True);" ] }, { "cell_type": "markdown", "id": "86800be7-9389-42db-b38e-1f146ba33e66", "metadata": { "tags": [] }, "source": [ "### Timing performance for core multiply-add\n", "Testing the model or the core operation that would happen on every dask block. `data.data` is a numpy array, and `xsparse_weights.data` is a `sparse.COO` array. \n", "\n", "Does the order of operations matter?" ] }, { "cell_type": "code", "execution_count": 40, "id": "cb85c13f-8add-4c70-8955-42bd88688b49", "metadata": {}, "outputs": [], "source": [ "data = tsfile.TS.isel(time=[0]).load()" ] }, { "cell_type": "code", "execution_count": 41, "id": "5964438e-e351-4405-96ae-095935ca4a0a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "13.7 s ± 748 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n", "82.5 ms ± 789 µs per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], "source": [ "%timeit np.einsum('tc, yxc->tyx', data.data, xsparse_wgts.data).todense()\n", "%timeit opt_einsum.contract('tc, yxc->tyx', data.data, xsparse_wgts.data)" ] }, { "cell_type": "code", "execution_count": 42, "id": "f3d0dbc5-aaf6-4166-8129-cb9645d046a3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "146 ms ± 3.02 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", "279 ms ± 7.15 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], "source": [ "%timeit np.einsum('yxc, tc->yxt', xsparse_wgts.data, data.data).todense()\n", "%timeit opt_einsum.contract('yxc, tc->yxt', xsparse_wgts.data, data.data)" ] }, { "cell_type": "markdown", "id": "26bf9229-1d59-4eb7-9b05-64e00646f311", "metadata": {}, "source": [ "#### Summary of the timing test:\n", "- Order of operations matters, particularly when calling `np.einsum`.\n", "- For best performance use `opt_einsum.contract` and provide the field variable first, and weights second." ] }, { "cell_type": "markdown", "id": "ecc56b7b-d95e-4b72-8304-98100efd6b9a", "metadata": {}, "source": [ "## Summary\n", "In this blog post we've explored 4 methods to remap and visualize CAM-SE unstructured output in Python. Methods [1](#section1) and [2](#section2) provide a basic version of remapping using an ESMF weights file, mimicking the NCO tool `ncremap` while allowing the user to perform the remapping in a Python or Jupyter notebook environment. [Method 3](#section3) demonstrates the use of xESMF for this purpose, with similar performance. [Method 4](#section4) expands on the approach of methods 1 and 2 to allow for scaling with Dask.\n", "\n", "We look forward to feedback from users on this code, and in particular which methods work well for different applications!" ] }, { "cell_type": "markdown", "id": "ce6f650a-ac10-4f0c-a44c-d419ed4778fa", "metadata": {}, "source": [ "### Further reading\n", "Here are some additional methods to explore that came up in discussions around this topic. Let us know if you try these out!\n", "- Triangulate using Datashader and Holoviews: [Example 1](https://github.com/UXARRAY/uxarray/issues/183#issuecomment-1343274909), [Example 2](https://ncar.github.io/esds/posts/2021/cesm-datashader/)\n", "- [Represent unstructured grid as polygons](https://github.com/UXARRAY/uxarray/issues/183#issuecomment-1343809123)\n", "- [TempestRemap](https://github.com/ClimateGlobalChange/tempestremap)\n", "- [Xoak](https://ncar.github.io/esds/posts/2021/multiple_index_xarray_xoak/)" ] } ], "metadata": { "author": "Katie Dagon, Deepak Cherian, Teagan King, John Truesdale, Steve Yeager, Colin Zarzycki", "date": "2023-08-15", "kernelspec": { "display_name": "Python [conda env:miniconda-CAM-SE]", "language": "python", "name": "conda-env-miniconda-CAM-SE-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": "3.10.10" }, "tags": "cam,cesm,sparse,unstructured grids,visualization,xesmf", "title": "Analyzing and Visualizing CAM-SE Output in Python", "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }