WiscSort / measure / .ipynb_checkpoints / interference_effects-checkpoint.ipynb
interference_effects-checkpoint.ipynb
Raw
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 142,
   "id": "e45f3ea5-37f3-4a0d-a59c-b02c7a4867db",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.cm as cm\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams.update({'font.size': 12})\n",
    "plt.rcParams[\"figure.dpi\"] = 300"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b4f58da8-a57f-4969-88c6-1c143f34af77",
   "metadata": {
    "tags": []
   },
   "source": [
    "## OnePass only plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 213,
   "id": "d14b39dc-aec8-490b-bff3-096fd70f2385",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.DataFrame()\n",
    "def plot_clustered_stacked(dfall, labels=None, title=\"multiple stackedl bar plot\",  H=\"//\", **kwargs):\n",
    "    \"\"\"Given a list of dataframes, with identical columns and index, create a clustered stacked bar plot. \n",
    "labels is a list of the names of the dataframe, used for the legend\n",
    "title is a string for the title of the plot\n",
    "H is the hatch used for identification of the different dataframe\"\"\"\n",
    "\n",
    "    n_df = len(dfall)\n",
    "    n_col = len(dfall[0].columns) \n",
    "    n_ind = len(dfall[0].index)\n",
    "    axe = plt.subplot(111)\n",
    "\n",
    "    for df in dfall : # for each data frame\n",
    "        axe = df.plot(kind=\"bar\",\n",
    "                      stacked=True,\n",
    "                      ax=axe,\n",
    "                      legend=False,\n",
    "                      grid=False,\n",
    "                      linewidth=0.4,\n",
    "                      edgecolor='black',\n",
    "                      alpha = 0.93,\n",
    "                      **kwargs)  # make bar plots\n",
    "        #for container in axe.containers:\n",
    "            #axe.bar_label(container)\n",
    "    \n",
    "    h,l = axe.get_legend_handles_labels() # get the handles we want to modify\n",
    "    for i in range(0, n_df * n_col, n_col): # len(h) = n_col * n_df\n",
    "        for j, pa in enumerate(h[i:i+n_col]):\n",
    "            for ind,rect in enumerate(pa.patches): # for each index\n",
    "                rect.set_x(rect.get_x() + 1 / float(n_df + 1) * i / float(n_col))\n",
    "                if i > 8:\n",
    "                    rect.set_hatch(\"o\" * int(i / n_col)) #edited part                         \n",
    "                else:\n",
    "                    rect.set_hatch(\"//\" * int(i*3 / n_col)) #edited part     \n",
    "                rect.set_width(1 / float(n_df + 1))\n",
    "        \n",
    "    axe.set_xticks((np.arange(0, 2 * n_ind, 2) + 1 / float(n_df + 1)) / 2.)\n",
    "    axe.set_xticklabels(df.index, rotation = 0)\n",
    "    axe.set_title(title)\n",
    "    #axe.set_xlim(xmax=len(dfall)-1)\n",
    "    axe.grid(alpha=0.22, axis='y')\n",
    "    #axe.set_yscale('log')\n",
    "    #axe.set_yticks(np.arange(0,10^6, 10^2))\n",
    "    axe.set_yticks(np.arange(0, 430, 30))\n",
    "    #axe.set_xlabel(\"Dataset size (GB)\")\n",
    "    axe.set_xlabel(\"Number of clients\")\n",
    "    axe.set_ylabel(\"WiscSort relative slowdown (s)\")\n",
    "    # For num of ops\n",
    "    #axe.set_yticks(np.arange(0, 2.5e+12, 0.25e+12))\n",
    "    # For data in TB\n",
    "    #axe.set_yticks(np.arange(0,250, 25))\n",
    "\n",
    "    # Add invisible data to add another legend\n",
    "    n=[]        \n",
    "    # l1 = axe.legend(h[:n_col], l[:n_col], loc=[1.01, 0.4])\n",
    "    # l1 = axe.legend(h[:n_col], l[:n_col], loc='center', bbox_to_anchor=(0.885,0.69),  prop={'size': 6})\n",
    "    print(h[:n_col])\n",
    "    tmp1 = h[:4]\n",
    "    tmp1.append(h[6])\n",
    "    tmp2 = l[:4]\n",
    "    tmp2.append(l[6])\n",
    "    l1 = axe.legend(tmp1, tmp2, loc='center', bbox_to_anchor=(0.2,0.81),  prop={'size': 10}, frameon = False)\n",
    "    axe.add_artist(l1)\n",
    "    \n",
    "    n.append(axe.bar(0, 0, color=\"gray\", hatch=H * 0, alpha=.99)) \n",
    "    n.append(axe.bar(0, 0, color=\"gray\", hatch=H * 3, alpha=.99)) \n",
    "    n.append(axe.bar(0,0, color=\"gray\", hatch=\"o\" *2, alpha=.99)) \n",
    "    \n",
    "    labels = ['Write sequential', 'Read sequential', 'Read random']\n",
    "    if labels is not None:\n",
    "        # l2 = plt.legend(n, labels, loc=[1.01, 0.1])\n",
    "        # l2 = plt.legend(n, labels, loc='upper right',  bbox_to_anchor=(0.96,0.98), prop={'size': 6})\n",
    "        l2 = plt.legend(n, labels, loc='upper right',  bbox_to_anchor=(0.68,0.99), prop={'size': 10}, frameon = False)\n",
    "    # plt.savefig('interference-overhead.pdf', bbox_inches=\"tight\")\n",
    "    return axe\n",
    "\n",
    "def stacked_bar_runtime(folder,iters, exps):\n",
    "    send = []\n",
    "    labels = ['RUN read', 'RUN sort', 'RUN write', 'RUN other', 'MERGE read', 'MERGE write', 'RECORD read', 'MERGE other']\n",
    "    for ix,exp in enumerate(exps):\n",
    "        df = pd.DataFrame([], columns = labels)\n",
    "        for dnum in iters:\n",
    "            results = pd.read_csv(\"stats/\"+f\"{folder}/{dnum}/\"+f\"{exp}\" + \"/results\", delimiter=r\":\", header = None)\n",
    "            begin = 0\n",
    "            for idx, row in results.iterrows():\n",
    "                if row[0].startswith(\"=\"):\n",
    "                    begin = idx+1\n",
    "            results = results[begin:]\n",
    "            results.index = range(0,len(results))\n",
    "            for idx, row in results.iterrows():\n",
    "                results.at[idx,0] = row[0].strip()\n",
    "            results = results.T\n",
    "            results.columns = results.loc[0, :].values.tolist()\n",
    "            ix = exp\n",
    "            results = results.drop(results.index[0])\n",
    "            # if exp == exps[(len(exps)-1)]:\n",
    "            #     results.index = [dnum]\n",
    "            #     ix = dnum\n",
    "            results.index = [ix]\n",
    "            if 'Total' in results.columns:\n",
    "                results = results.drop(columns = ['Total'])\n",
    "            if 'Total RUN' in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= (results.at[ix,'RUN read'] + results.at[ix,'RUN sort'] + results.at[ix,'RUN write'])\n",
    "            ## adding random read\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' not in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= results.at[ix, 'RECORD read']\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= results.at[ix, 'RECORD read']\n",
    "            if 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= (results.at[ix,'MERGE read'] + results.at[ix,'MERGE write'])\n",
    "            else:\n",
    "                results.at[ix,'Total MERGE'] = 0\n",
    "                results.at[ix,'MERGE read'] = 0\n",
    "                results.at[ix,'MERGE write'] = 0\n",
    "            results.index = [dnum]\n",
    "\n",
    "            # Renaming 'Total' to 'other'\n",
    "            results = results.rename(columns={'Total RUN':'RUN other', 'Total MERGE': 'MERGE other'})\n",
    "            \n",
    "            df = pd.concat([df, results])\n",
    "            #print(df)\n",
    "        send.append(df)\n",
    "    print(send)\n",
    "    plot_clustered_stacked(send, exps, title=\"\", cmap=plt.cm.RdYlBu)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "id": "d060c2f5-7a76-4d20-a9c3-e34cb928c32b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[  RUN read RUN sort RUN write RUN other  MERGE read  MERGE write RECORD read  \\\n",
      "1  3.75496  6.67331   50.4468  0.200143         0.0          0.0     16.8888   \n",
      "2  5.09646  8.64521   117.246  0.337169         0.0          0.0     18.0334   \n",
      "3  6.50061  10.4542   222.373  0.764674         0.0          0.0     24.2377   \n",
      "4  9.32428  12.1126   227.457   1.03866         0.0          0.0     33.1026   \n",
      "5    12.36   15.975     228.8  0.553176         0.0          0.0     40.5204   \n",
      "6   14.182  19.3585   251.096   1.63648         0.0          0.0     44.7265   \n",
      "7  17.2917  24.0262   268.069   1.57938         0.0          0.0      55.984   \n",
      "8  21.5741  29.3177   276.321   2.26262         0.0          0.0     64.8025   \n",
      "\n",
      "   MERGE other  \n",
      "1          0.0  \n",
      "2          0.0  \n",
      "3          0.0  \n",
      "4          0.0  \n",
      "5          0.0  \n",
      "6          0.0  \n",
      "7          0.0  \n",
      "8          0.0  ,   RUN read RUN sort RUN write RUN other  MERGE read  MERGE write RECORD read  \\\n",
      "1  2.25511  6.54336    11.295  0.190463         0.0          0.0      7.0732   \n",
      "2   2.3667  6.63975   11.7495  0.193057         0.0          0.0     7.61016   \n",
      "3  2.40834   6.6608   12.3461  0.195471         0.0          0.0     7.81676   \n",
      "4    2.629  6.95991   13.1344  0.193699         0.0          0.0      8.5474   \n",
      "5  2.40834   6.6608   12.3461  0.195471         0.0          0.0     7.81676   \n",
      "6  2.31295  7.42501   13.7535  0.205627         0.0          0.0     9.76269   \n",
      "7   2.7823  7.71163   14.4734  0.216108         0.0          0.0     10.2127   \n",
      "8  2.75158  7.98216   14.7328   0.22019         0.0          0.0     11.6591   \n",
      "\n",
      "   MERGE other  \n",
      "1          0.0  \n",
      "2          0.0  \n",
      "3          0.0  \n",
      "4          0.0  \n",
      "5          0.0  \n",
      "6          0.0  \n",
      "7          0.0  \n",
      "8          0.0  ,   RUN read RUN sort RUN write RUN other  MERGE read  MERGE write RECORD read  \\\n",
      "1  2.11522  6.57326   11.2859  0.190898         0.0          0.0     7.21875   \n",
      "2  2.35867  6.78228   11.8525  0.217107         0.0          0.0     7.67714   \n",
      "3  2.46329  6.84081    12.745  0.194179         0.0          0.0     8.10331   \n",
      "4  2.64834  7.06369   13.2992  0.265065         0.0          0.0     8.78602   \n",
      "5  2.83426  7.42854    13.542  0.251927         0.0          0.0     9.31027   \n",
      "6  3.00741  7.64297   14.5068  0.266788         0.0          0.0     10.0381   \n",
      "7  3.06478  7.72022    14.884  0.226721         0.0          0.0     10.6236   \n",
      "8   3.3127  7.97512   14.6321  0.257985         0.0          0.0     11.9873   \n",
      "\n",
      "   MERGE other  \n",
      "1          0.0  \n",
      "2          0.0  \n",
      "3          0.0  \n",
      "4          0.0  \n",
      "5          0.0  \n",
      "6          0.0  \n",
      "7          0.0  \n",
      "8          0.0  ]\n",
      "[<BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1800x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "stacked_bar_runtime('interference/40',['1', '2', '3', '4', '5', '6', '7', '8'],['onepass_write', 'onepass_read_seq', 'onepass_read_rand'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "id": "1c992ff9-b047-44ab-9bc0-75b94a1cdbe4",
   "metadata": {},
   "outputs": [],
   "source": [
    "labels = ['RUN read', 'RUN sort', 'RUN write', 'RUN other', 'MERGE read', 'MERGE write', 'RECORD read', 'MERGE other']\n",
    "pure = [2.00056,6.28685,11.2043,0.152445,0.0,0.0,6.56312,0.0]\n",
    "\n",
    "df = pd.DataFrame()\n",
    "def stacked_bar_overhead(folder,iters, exps):\n",
    "    send = []\n",
    "    for ix,exp in enumerate(exps):\n",
    "        df = pd.DataFrame([], columns = labels)\n",
    "        for dnum in iters:\n",
    "            results = pd.read_csv(\"stats/\"+f\"{folder}/{dnum}/\"+f\"{exp}\" + \"/results\", delimiter=r\":\", header = None)\n",
    "            begin = 0\n",
    "            for idx, row in results.iterrows():\n",
    "                if row[0].startswith(\"=\"):\n",
    "                    begin = idx+1\n",
    "            results = results[begin:]\n",
    "            results.index = range(0,len(results))\n",
    "            for idx, row in results.iterrows():\n",
    "                results.at[idx,0] = row[0].strip()\n",
    "            results = results.T\n",
    "            results.columns = results.loc[0, :].values.tolist()\n",
    "            ix = exp\n",
    "            results = results.drop(results.index[0])\n",
    "            # if exp == exps[(len(exps)-1)]:\n",
    "            #     results.index = [dnum]\n",
    "            #     ix = dnum\n",
    "            results.index = [ix]\n",
    "            if 'Total' in results.columns:\n",
    "                results = results.drop(columns = ['Total'])\n",
    "            if 'Total RUN' in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= (results.at[ix,'RUN read'] + results.at[ix,'RUN sort'] + results.at[ix,'RUN write'])\n",
    "            ## adding random read\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' not in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= results.at[ix, 'RECORD read']\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= results.at[ix, 'RECORD read']\n",
    "            if 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= (results.at[ix,'MERGE read'] + results.at[ix,'MERGE write'])\n",
    "            else:\n",
    "                results.at[ix,'Total MERGE'] = 0\n",
    "                results.at[ix,'MERGE read'] = 0\n",
    "                results.at[ix,'MERGE write'] = 0\n",
    "            results.index = [dnum]\n",
    "\n",
    "            # Renaming 'Total' to 'other'\n",
    "            results = results.rename(columns={'Total RUN':'RUN other', 'Total MERGE': 'MERGE other'})\n",
    "            df = pd.concat([df, results])\n",
    "            #print(df)\n",
    "        send.append(df)\n",
    "    res = []\n",
    "    for idf in send:\n",
    "        res.append(idf.sub(pure, axis='columns'))\n",
    "    plot_clustered_stacked(res, exps, title=\"\", cmap=plt.cm.RdYlBu)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "id": "41b48ae6-0fdf-4065-9729-dcd2122fc1f9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[<BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>, <BarContainer object of 8 artists>]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1800x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "stacked_bar_overhead('interference/40',['1', '2', '3', '4', '5', '6', '7', '8'],['onepass_write', 'onepass_read_seq', 'onepass_read_rand'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8aad40a8-ee2b-4998-a8cb-16df7b6e8d45",
   "metadata": {},
   "source": [
    "## EMS + OnePass plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 179,
   "id": "46a59f67-5a08-4077-b39e-ba78271d85bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.DataFrame()\n",
    "def plot_clustered_stacked(dfall, labels=None, title=\"multiple stackedl bar plot\",  H=\"//\", **kwargs):\n",
    "    \"\"\"Given a list of dataframes, with identical columns and index, create a clustered stacked bar plot. \n",
    "labels is a list of the names of the dataframe, used for the legend\n",
    "title is a string for the title of the plot\n",
    "H is the hatch used for identification of the different dataframe\"\"\"\n",
    "\n",
    "    n_df = len(dfall)\n",
    "    n_col = len(dfall[0].columns) \n",
    "    n_ind = len(dfall[0].index)\n",
    "    axe = plt.subplot(111)\n",
    "\n",
    "    for df in dfall : # for each data frame\n",
    "        axe = df.plot(kind=\"bar\",\n",
    "                      stacked=True,\n",
    "                      ax=axe,\n",
    "                      legend=False,\n",
    "                      grid=False,\n",
    "                      linewidth=0.4,\n",
    "                      edgecolor='black',\n",
    "                      alpha = 0.93,\n",
    "                      **kwargs)  # make bar plots\n",
    "        #for container in axe.containers:\n",
    "            #axe.bar_label(container)\n",
    "    \n",
    "    h,l = axe.get_legend_handles_labels() # get the handles we want to modify\n",
    "    for i in range(0, n_df * n_col, n_col): # len(h) = n_col * n_df\n",
    "        for j, pa in enumerate(h[i:i+n_col]):\n",
    "            for ind,rect in enumerate(pa.patches): # for each index\n",
    "                rect.set_x(rect.get_x() + 1 / float(n_df + 1) * i / float(n_col))\n",
    "                if i > 8:\n",
    "                    rect.set_hatch(\"o\" * int(i / n_col)) #edited part                         \n",
    "                else:\n",
    "                    rect.set_hatch(\"/\" * int(i*3 / n_col)) #edited part     \n",
    "                rect.set_width(1 / float(n_df + 1))\n",
    "        \n",
    "    axe.set_xticks((np.arange(0, 2 * n_ind, 2) + 1 / float(n_df + 1)) / 2.)\n",
    "    axe.set_xticklabels(df.index, rotation = 0)\n",
    "    axe.set_title(title)\n",
    "    #axe.set_xlim(xmax=len(dfall)-1)\n",
    "    axe.grid(alpha=0.22, axis='y')\n",
    "    #axe.set_yscale('log')\n",
    "    #axe.set_yticks(np.arange(0,10^6, 10^2))\n",
    "    axe.set_yticks(np.arange(0, 42, 2))\n",
    "    #axe.set_xlabel(\"Dataset size (GB)\")\n",
    "    axe.set_xlabel(\"Number of reader clients\")\n",
    "    axe.set_ylabel(\"Relative slowdown (s)\")\n",
    "    # For num of ops\n",
    "    #axe.set_yticks(np.arange(0, 2.5e+12, 0.25e+12))\n",
    "    # For data in TB\n",
    "    #axe.set_yticks(np.arange(0,250, 25))\n",
    "\n",
    "    # Add invisible data to add another legend\n",
    "    n=[]        \n",
    "    # l1 = axe.legend(h[:n_col], l[:n_col], loc=[1.01, 0.4])\n",
    "    # l1 = axe.legend(h[:n_col], l[:n_col], loc='center', bbox_to_anchor=(0.885,0.69),  prop={'size': 6})\n",
    "    # l1 = axe.legend(h[:n_col], l[:n_col], loc='center', bbox_to_anchor=(1.3,0.81),  prop={'size': 10}, frameon = False)\n",
    "    # axe.add_artist(l1)\n",
    "    \n",
    "    n.append(axe.bar(0, 0, color=\"gray\", hatch=H * 0, alpha=.99)) \n",
    "    n.append(axe.bar(0, 0, color=\"gray\", hatch=H * 2, alpha=.99)) \n",
    "    n.append(axe.bar(0,0, color=\"gray\", hatch=\"o\" *1, alpha=.99)) \n",
    "    n.append(axe.bar(0,0, color=\"gray\", hatch=\"o\" *2, alpha=.99)) \n",
    "    \n",
    "    labels = ['WiscSort w/ sequential', 'WiscSort w/ random', 'EMS w/ sequential', 'EMS w/ random']\n",
    "    if labels is not None:\n",
    "        # l2 = plt.legend(n, labels, loc=[1.01, 0.1])\n",
    "        # l2 = plt.legend(n, labels, loc='upper right',  bbox_to_anchor=(0.96,0.98), prop={'size': 6})\n",
    "        l2 = plt.legend(n, labels, loc='upper right',  bbox_to_anchor=(0.5,0.99), prop={'size': 10}, frameon = False)\n",
    "    plt.savefig('interference-read-overhead.pdf', bbox_inches=\"tight\")\n",
    "    return axe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "id": "bf2cd687-9499-437c-8d3d-c2f370e226a1",
   "metadata": {},
   "outputs": [],
   "source": [
    "def stacked_bar_runtime(folder,iters, exps):\n",
    "    send = []\n",
    "    labels = ['RUN read', 'RUN sort', 'RUN write', 'RUN other', 'MERGE read', 'MERGE write', 'RECORD read', 'MERGE other']\n",
    "    for ix,exp in enumerate(exps):\n",
    "        df = pd.DataFrame([], columns = labels)\n",
    "        for dnum in iters:\n",
    "            results = pd.read_csv(\"stats/\"+f\"{folder}/{dnum}/\"+f\"{exp}\" + \"/results\", delimiter=r\":\", header = None)\n",
    "            begin = 0\n",
    "            for idx, row in results.iterrows():\n",
    "                if row[0].startswith(\"=\"):\n",
    "                    begin = idx+1\n",
    "            results = results[begin:]\n",
    "            results.index = range(0,len(results))\n",
    "            for idx, row in results.iterrows():\n",
    "                results.at[idx,0] = row[0].strip()\n",
    "            results = results.T\n",
    "            results.columns = results.loc[0, :].values.tolist()\n",
    "            ix = exp\n",
    "            results = results.drop(results.index[0])\n",
    "            # if exp == exps[(len(exps)-1)]:\n",
    "            #     results.index = [dnum]\n",
    "            #     ix = dnum\n",
    "            results.index = [ix]\n",
    "            if 'Total' in results.columns:\n",
    "                results = results.drop(columns = ['Total'])\n",
    "            if 'Total RUN' in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= (results.at[ix,'RUN read'] + results.at[ix,'RUN sort'] + results.at[ix,'RUN write'])\n",
    "            ## adding random read\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' not in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= results.at[ix, 'RECORD read']\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= results.at[ix, 'RECORD read']\n",
    "            if 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= (results.at[ix,'MERGE read'] + results.at[ix,'MERGE write'])\n",
    "            else:\n",
    "                results.at[ix,'Total MERGE'] = 0\n",
    "                results.at[ix,'MERGE read'] = 0\n",
    "                results.at[ix,'MERGE write'] = 0\n",
    "            results.index = [dnum]\n",
    "\n",
    "            # Renaming 'Total' to 'other'\n",
    "            results = results.rename(columns={'Total RUN':'RUN other', 'Total MERGE': 'MERGE other'})\n",
    "            \n",
    "            df = pd.concat([df, results])\n",
    "            #print(df)\n",
    "        send.append(df)\n",
    "    # print(send)\n",
    "    plot_clustered_stacked(send, exps, title=\"\", cmap=plt.cm.RdYlBu)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "9a931488-ba1d-4c37-aabc-ec342dbb492a",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'l1' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-160-cf87e81dc117>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mstacked_bar_runtime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'interference/40/read_background'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'1'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'2'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'3'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'4'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'5'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'6'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'7'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'8'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'onepass_read_seq'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'onepass_read_rand'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'ems_read_seq'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'ems_read_rand'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m<ipython-input-147-eb6361a6e39f>\u001b[0m in \u001b[0;36mstacked_bar_runtime\u001b[0;34m(folder, iters, exps)\u001b[0m\n\u001b[1;32m     46\u001b[0m         \u001b[0msend\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     47\u001b[0m     \u001b[0;31m# print(send)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 48\u001b[0;31m     \u001b[0mplot_clustered_stacked\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mexps\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtitle\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcmap\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mRdYlBu\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m<ipython-input-159-0a38bfd511ae>\u001b[0m in \u001b[0;36mplot_clustered_stacked\u001b[0;34m(dfall, labels, title, H, **kwargs)\u001b[0m\n\u001b[1;32m     56\u001b[0m     \u001b[0;31m# l1 = axe.legend(h[:n_col], l[:n_col], loc='center', bbox_to_anchor=(0.885,0.69),  prop={'size': 6})\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     57\u001b[0m     \u001b[0;31m# l1 = axe.legend(h[:n_col], l[:n_col], loc='center', bbox_to_anchor=(1.3,0.81),  prop={'size': 10}, frameon = False)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m     \u001b[0maxe\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd_artist\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ml1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     59\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     60\u001b[0m     \u001b[0mn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxe\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolor\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"gray\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhatch\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mH\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0malpha\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m.99\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mNameError\u001b[0m: name 'l1' is not defined"
     ]
    },
    {
     "data": {
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opOxmo+5iOq7TVNL3eTHlZFeKlqtq1d2OjpXTvUU0iFKPRYspN7vZqlV364EOEwAAAMwKVuGvRDIRDoPrfYUTSpd9Iq8SPG+8YtuoRK6Cq1ExGzVydrNRdzFVI2eXuou0qXeCSvXNbpRcVavuMnFUPFTr+7xa24jr9zmVHgAAAI0v60qlhQtvLfiS+fPXS8oajkDSmd5v6EzvN4Imsq7EW7BwU8E20uP0KmvOkunGgEbjGho8p+Hhi3nLXbcl1Pqu2zr5Qyp7Y2P9Gho6F3kbUXJVaP9y9iXLwf2PB09CfD7Q2LJPTtQzu0bSyMiF4AfqLkJopOxmo+5iOr5NlvR9Xkw52ZWi5apadTd7X9G4Sj0WLabc7GarVt2tB+YwAQAAQGOzwZi66fHD1238lYIvyxmj2ZicPxiD8ZwnT6fM61xVsI3b3/KbevHHf5j1R6gJrvqztu6TDyKcocE39MLz/0ljY1clZY2jLGnRos2hxnOWJGOMFizYpGvXjqcmqwzydPDFx9TevlSeNx56G9Plylovs25399aC+2eM0fIVD+r8uT2p+XySmbGhrfWlrPH1i30+0NiGht7UgRf+KFKuiiknu1eyxw4Pkavq1t1Qbxd11mjZTaPuYialfJ8XU2p2lVXr6l13EQOprDREdguodN2tJ+4wAQAAQMNL//G4bPlOtbV1F31degxoY5zUwbqfOvB3MwfemXGiC2htW6xly3emtumm/nDwZGVz/gBF4/L8ick/7Hw/mGAydSJhzfpfjNTWuo2/LCk1Hrj1MsMKDA9fjLSN6XJlnEQmW5tu+1DRfVmbbtcYGSchKxtsVyb05wONLWquplNedm2kXFWr7iI+Gie7k6i7mFbqxHO9s+uYhFRCrqpRd7kwKA5syTVxOqVkt5BK1916osMEAAAAjS11vNyz5mFt2PS+aV86r3NVzh+IxnFyDuy3bn+k6NV2aRs2vU83r/rZVAMm549PxIC18r0J+X5SkpXjNkmSVvW8U+3tSyM11d6+VKt6fk6SgnasgrbTjwjbmC5XbW1LtOOBx+U4TUX3xXGatOOBxzNDGAQnSdzMH5RhPh9oYOncNkR2TaRcVavucsFzTDRUdnNRdzGdUnNVTCnZDa6yN5FzVY26W+8T1AjBmLJqYjFRs2tM8QGrKlV3p3tNLTAkFwAAAPLs2rVLvb299d4NvfTSS2ppWax77/+sHCfcoeu8zlV64O1PafDGWV27elxWvubPX587hMEM1qz7BfWseVhX+1/R8NA5OW6zLpzbW+rbQC0Zk/mDLm1VzzvVs+ahkprrWfOwJKOzfd8JTkgUueYszDYK5WrJTXepubkr1L64bot2PPC4xsdvqP/yEU1MDKqldbG6l2wN/flAgyqQW6k+2W1qnq+Nt7w/Uq6qUXfffON7oddFHTVQdguh7qIgo4K5lWqb3b7T31RzyyKt6vnpyLmqdN09/uqXQ6+H+im3JhYTJbt9p785bVuVqLtbt/+uXnj+01HfRsVQ3QEAAJCnt7dXzz33vGSMEm6bWtsWV+RKH9+f0Ohov5LJ4ZzlxbYxNDSi9o7ukk5KzOtcNePVddNxnIQWd9+hxd13SJIunn++5LZQHwsW3KJ1G98b+Uq7bMYYrV77sJYsvUunT35d/f3HytrG1FyVorm5U8tW7Cx5fTS+ema3uXm+blp6d0nbrGTdvfSTAyW3g/qh7iIOEol2TZ0oqV7ZbWqap1Wr31nyNitVd1taFpTcBmpj3ryb1d6+rOyaWEiU7M7UYSJVpu7WEx0mAAAAKKiza4223/P7oScNjMJaK88bkxRcRVRsG3u+99sV3zZmt87O1bpz++9Om6tStLcv1e13/Gbo7AJRdHWt1ZZt/15S5XNFdlFNZBdx1N6+VNvu/njVckV2UQ2O01T1XJHdAB0mAAAAKMgYp2oHx8YYJRKtVWkbc5sxTlWzRXZRLdXOFdlFtZBdxFEtckV2UQ1kt/qYvRIAAAAAAAAAAMx5dJgAAAAAAAAAAIA5jyG5AAAAECvWWvVfOapXjn0xs6xn9bu0ctXPyHVbQrXheWM60/stnXvz+5KCCTc33vJBLVy0ec6N0YvqGR56Q/1XjkbK1ejIFb189C80PHxBUjDJ5vpN71NbW3eo9Qt9PoLPxU2R9x9Io+4iDoYG+/SjfX8QOVeVrLvJ5Iiot6gE6i4a2fjYVT37g49KKi1X5dbdaqPDBAAAALGRTI7q+b0fy1ved+YZ9Z15Rlu2flRd89dN28bA9VM6cuipnGUTE4N6+egXJEn37XxsTo/Zi8qx1o+Uq9ePP60L5/fmLLt27TXt//FntWz5/dqw6f3Trl/s8zE2di3ajgNZqLuIk6i5qlbdBcpB3UWjm5i4oURTW+p5betuLdBhAgBAFe3atUu9vb313o2MtWvX6itf+Uq9dwMoibU2549H6/uSrKRgom8ZoyOHntJdb/1U0auThocvTv7xaK2stZNtOK4k6fm9H9POtz3JlXeoAJt5NlOuTp/6p8wfj9nZljEyxtGF8/vU3DxfPWveVXhL03w+snYDiIS6i3ixsr4XOldVqbuWgovyUHcRFznZrHDdXdx9R7V3f1p0mAAAUEW9vb3av/9ltTbAraWjI5frvQtAWa72H8s8t35Sxklk/RwccBvj6NiRz+vue/9jwTaOHHwyeL31JSsZx8lqY7LN/ivHtLj7LZV/E5hjTKhc+X5Sb5z9riQFJ/uMI5lUNq3NtNF35tu6uecdcpz8P+Om+3zIq+BbwpxC3UW8GBnHrW/d9Tn5jPJQdxEPNnKuotTdhYtur/5bmAYdJgAAVFlrW7e23/OJeu+Gnv3Bbr300ku6//77670rkrjbBdGdeO2rklIH2FNOXBjHkfU9yUijo1fk+56c1JVOab7vKZkcDn6wNnMl1GQbCVnfl3EcvXLsC3rg7bnDGAClCJOrq/2vBE+slYwJHpkGjCQn87vLlw7ppqV357Ux3edDnL9Diai7iKOGqLtAiai7iIfcg8tK192rV1+t4r7PLHYV3RizTtI9kjZJWiNplaROSR0K3s+wpCFJP5F0RlKvpMOSDlhrh+uwywAANATrT2hwcEzPPfd85uCkq2tt3uvGxq5pbOzq5IGMpI6OFZKMhobeTDUW/K6lZaFaWhbktTEw0JvzuvS2hofOK+mNStav+PvD7DcxMZi3bOfbntRLh/9UA9dP5iz3vFE5TseUZSN563d2rdGWrbu194e7U0sYSgPVMH2uhobOBa+yfubExtbtj8gYRwf3Py5jnNSVeK7GRq8UbGO6z0f/laNl7j/mKuou4qS9Y5XGx9N3VNen7hY6tgaioO4iLqLmKkrdnajz/HsN32FijFkh6WFJD0l6u6SFxV6a9bzQv5BvjDkm6TuSviXpWWstN6cDABqK70/I88bkuq0Fb/0vnyPXbc4coBS68+XNs99T76mvBQcyCq78GBu7KklKJNqC22VTt4KvXfcLWrZiZ14bz/7go5KUucpEktxEq2SMEok2JSe4hmG2qX52s00e9h059KRuDJzOe4XjNBdY1pLXxo2B03rp8J9WegcRI7XNbmFuOq/GZDqaDx14YvIFWZ3PTU3zZmht5s8HZgfqLuKqWtkdG/1JzhAx06lW3Q1OCN4UYa8RJ9RdxFU1shs1V1HqbiLRXpF9LFVDdpgYY+ZJ+hVJ/7ukBzVZJaa7mTy7k6TQ61xJWyTdIekRSVeMMV+V9CVr7Ytl7zQAACXy/Qld+skBnXjtr/N+t2Hj+3XTsnvkOE1lbyO4TiDo6JCkntWFJ7BcsvQu9Z76WuoKj6SMyT1csHby9vBF3VsKtrFi5U/p3JvflzEm02mSOci3VowPMzvUIrvZouTKdfO3m7vMZg7K01frWd+f8fOB2aGW2Q2Tq+rX3Yq8FTQA6i7iqhbZ9bwxJZy2utZdzxsr6z2g8VB3EVe1yG6UXEWpu/MXbiprv8oVruu9Rowxa40xT0k6J+mLkt6mYB9N6mGneWSb7nXptrol/TtJPzLGvGiM+aAxxhUAADU0OtqvfXseKXgQI0mvn/hb7dvziEZH+8vehu8ngwWpqzZWrvqZgq9vbu5SW9uS1EtdWd/LeaS/Ll23Rc3NnQXbWL324cltGWWt7weTD9JfEnu1ym72iYeZcpW+qnTjpg8WbfO2zR8OmnBcWWtzsh0cJU7/+UD81Ta7NlSuql136TGZHWqRXTslKtRdVELtsmtD56padTfvQ4RYq0V2p6LuohKqn93ouYpSd5uaOgq2USsN0WFijLnFGPM3ko4r6MSYp8lTKYU6O7IfSUkDki5KelNSv6SRIq+d2umSXrZd0pcl9Rpj/g8ztYsLAIAqGB8f0Is/+kzwg7Xy/WTw8CbkexOyfjLzR9eLP/qMxsdvlLcNSemv1y1bd8t1WwqvJGnrXb+XermRcdycR/pA6K07Plt0fddt0ZatH0014WSt7+RNPIj4qU92w+Vq6bIdWrr8vqLtLu7eoqXLgt+n18s8UldFzfT5QHzVPrsmdK6qWXdzJtVELNUqu76fe3U8dRflqm12TaRcVaPuUm9nj1pkt1D3GnUX5apFdjP1NmKuyq27tVLXDhNjzM3GmL+S9JKCIbhc5XZqZHd0nJH0d5I+KekXJW2V1G2tbbHWLrTWrrDW9lhrl1hr50lqlbRBwbwn/0bS5yXtlTSu4p0nN0v6c0mvGWN2Vf//AQDAXHbwxceCJ6mDGMdJBA+3SY7bJOMkgrtCUgczrx77q7K2IUmOk9Bdb/2UuuZPPyGl67bo/gefUHf31rzfLV/xoO5/8IkZD7C75q/T9nt+v+D4o+1tjO0cZzXN7hTT5eq2zR/Wxls+MGPbG2/5oDZsyn9da+viUJ8PxFc9shs2V9Wuu4g36i7iirqLuKpFdn1vvOBy6i7KUYvsTlXLulsLdbmTwhjTJOn3JH1CUrsKd5KMSHpG0v+Q9D1r7Zko27DWjks6lXrsydp2i6T7Jb1D0v8m6Zb0KumXSFor6f8xxvyWpH9nrT0U+U0CADCN8fEbmpgYlKTgICZrrNkFCzbp2rXjkiTHbZLvTchxmzQwcErj4zeKDgsw0zYkqa19hdraukOt7zhNunXzr8tamxkWyXVbZCJcOdfevlT37fycfN+T543KcZrluk068MLnQreBxlLr7BZSLFdRLFu+Q8uW75DnTcj3x1MTIHL302xWj+y2d6zS3fd+KvQ+VqvuHs6eUBOxQ91FXNU6u+0dK3X3vZ+MlKtK192DL3KMOxvUKrvTDZlJ3UUpapFdK6ljXo+23/OxknJVibpbbfUaeuqYpPXK7yixkv6npL+U9A1r7XClN2ytHZP0vdTjD4wxmyXtkvSvJS1Lvyy1P/dLesEY8xvW2i9Vel8AAHPXpYsvSlIwDm1qrM7OztXasm13MAmatTp6+M90/frrqbFng0nUzp/bo9VrHi55G6UwxiiRaC15fUlyHFeOU99xSFEZtc7udCqRK9dtivzHJ+KpHtkt9Q8/6i6y1TK7M6HuIopaZ9cYt+STwZWqu0yNOztQdxFXtciu9T1J5eeqEnW3Wuo1JNeG1H/THRMDkh6TtN5a+05r7dPV6CwpxFp7zFr7+5JWSXqvgrtRsudPcRTccQIAQMUMDb4hKTjYSE/ct+nWD2XG/jTGaP2m96WeO5mDkrGRK2VtAyhXrbMLVArZRVzVMrtAJZFdxBXZRVzVIrvT3Rk1W9Tz7ImRdEnBsFw91tpPWGtP12tnrLWetfa/W2vfLulBSd/SZMcJAAAVVegQw1b4wGP2H8agHsgu4orsIq7ILuKK7CKuyC7iqhbZnQvq1WEyKOkzkjZYax+z1t6o034UZK3da619t4KOk+fqvT8AgNmntXWxJGVug5Wkk8eflk1NvGatr+Ovfjl47vsyqeEFOjpvLmsbQLlqnV2gUsgu4qqW2QUqiewirsgu4qoW2Z0L9xfUaw6TDdban9Rp26FZa/dKesAYs6Te+wIAmF2Wr3xQZ/u+I2Mc+d6EjOvo+vXXtfeHu3MmY5Mkaz05TjA26JKb7i55G8UEEwmOyHFaSh6DNJhIcEyu28ZEgrNcrbMbtFPaVVHBRIKjkiTXbS1pPonszwfirR7ZLYa6iyhqmd10G77vlZSrStbdUms/Gketszsd6i6iqFV2e0/+o6z1NTExWHKuKlV3rWU40dmgFtkNe2FQJepuvdSlwyQOnSXZrLWX6r0PAIDZpbm5U11dazUw0CvHScj3JuSkDiKyD2J8b0KOE3xdNzXNU3NzZ+nb8Mdzfj8ycklHD39eY2P9Ocs3bPqAli3fEWobVy4f0SvH/jJnWSLRri3bdqu9fWnofUV81Dq7kjQ8dFbP7/1E6Fz5/oR6T35d58/tyVne3X2nNt32a5k/DKZT6PORTI5Iuin0+0BjqUd2p6LuohS1zG7/laMaHnpT+/b8h0i5qkbdDWoumY6zWme3EOouSlGr7EqOhofe0I/2/YGkaLmqdN0Nau7y0PuPxlSL7M7UJVeJunvt6vGZX1RFzAALAECd3Lr5N4InxshxErJ+Ur43ETz8pHw/GRzEpK4S2nb3x8vaRraB66e0/8f/Oe8gRpJeP/43OvHa38zY9onXvpr3x6MkJZPDOvDCH2ngeuEThoi/mmY3JWyuPG9M+/Y8kvfHoyRdvnxY+/Y8Is8bm7aN6T4fiLd6ZDeNuotyUHcRV9RdxFUtsutMueqeuotKqEV2i6lU3T118h8rtk+lqNeQXAAQa7t27VJvb+McHK9du1Zf+cpX6r0biKi5uUt33/tpvfijz0jGyJhE0as17r7305Gu+ii4jRTPG9ORQ09JCsYwVc6QF0bGcXTxwnNatPh2Le7eUrDdC+ef08ULzwdt+J6C60xS7RgjYxwdOfSkdjzwuFyXoYxmm1pm9/lnH5VkZa0fKlc/3vep4Im1eXP3GONIxujQ/j/WXW/9ZMH1p/18MDpM7NU+uwHqLspVq+w6Tot8fzzIWMhcVa3uMiTXrFDL7Gaj7qJctchu0J5N5Uv1rbvU3FmjFtktpNJ1t57oMAGAEvT29uq5556TjKOW5vlqaV2U9xprPd240Zf+Ie8K/+xlnZ09MiZ/HMixsasaG7s2eZIuuwmb+R/EWGvrIt3/4BP6ycUX9frx/KstNt6yS0tu2hbqluqZtvHs939HkvTG2e8Gv7BWslPGILXBAbtxXL1y7C/1wNufKthmel+t72cOyjNN+L6Cho36Tn9ba9e/J299xsiNv1pl13Vb5HkTkzVvmlyNj9+Q5wdX01nryTi5h7rWT8qYhEZGLml8fEDNzV15bUz7+SC2s0Its5vWCHUX8VeL7AaxMsFksSFyVdW668/+SWXnitpldxJ1F5VQi+yma64ULldVq7vU3FmlNtnNVem6W090mABAyRwlEm3y/HFtv+cTeb89f26vTp54OrgqWqZgh4mVlTGOlq3YqZU3/3ReG8/+4KNKJNoyXyyS1DV/vQaunwya8P3MwRLiy3GatGz5Di1bvkO+n5Tnjcp1WzNjilZqG+lOubNn0pO6+vm5Mkayk1n1vIm8Cdq8nAnkrZSa3Liza41uDJyWcZzUH5ZGb77xvYIH+hMTQxV7b6ifWmQ3LUyurlw+IimV7QKd0Ma4mTtVLv1kf8G6O/3no4JvCHVVy+xKjVF3MTvU5JjBbZZU/7pbbE4KxBN1F3FVi+xGyVW16m7Cba3Y+0FjiH3draM5M4eJMabVGLPUFKomAFCS6Qv4xMRg6mWTd5Jsu+tRbd3+SLDcmMwtir43XqiJgu6483fU2bUm1D4gfhwnoaameVU7iCmmWK6mThQfLMvvpOuav15btu7OWjJ9NqfeOo74q012G6HuYraZK3UXs0+1stvamj3ZcP3qLkMczV7UXcRVNbLrui2RclWtutvewYTvs1lc6269zOo7TIwxCyU9Kum9ktanFltjzCuSviTp/2utHa3X/gGYHZqa5hVc3poapssYJ3OFx8H9j2d+n14mSe0dK2bYymRP/N4f7i5rf4FJM+fKLXClkeu25S0buH6yYBvFPh+1PlDD7ELdRXzVr+4CYQ0PnVWiKTdz9ai7M01YDIRD3UVj87yxSLmqVt0dGOiVdFOkfQcKq1zdrZeGv8PEGLPYGPPXWY8vGWNmvE/MGLNN0lEFHSYbFPxrGQXvebOkz0k6aIy5tYq7D2A2S13NsfGWXy346+4l2yZflzdxsM25ImThotsKtnHb5o8ETTiOrJ/M+Z31/fxhvoAQwuYqkWiX4+TfmOk4rlpbUvP2GJM3vqj1k5lbcIt9PpoSHWW9B8w9YXJV7brLhaQoVSPUXSCqhqi7QImou4gj6i7irNJ1t54avsNE0i9J+oCk96ce82e6K8QY0y3pm5KWK+gksQUeRtItkp4xxnDfGYCSLVx0e8HljpNQz+qHJEnGScgqmOTK+p6stZkDoZtXvaPo1faLFm/OPDdOYnL91Lim6StHgCjC5mrLtt1F29h8528H6xtHxpjcNrLyXOzzUe8DIMSNDZWratddoFQNUXeB0GzoXFWz7tJJjXJQdxEfNlKuqlV3czpegBJUuu7WUxzOtP1C6r/pMytfDLHO5yQt02TnSHr99ENZy1dJ+nz5uwlgLrpv52My05z47VnzLi1bfr+k1IG246YeQfldvuIBrVn380XXN8bovp2PTf6cvX5qux3t9PkimjC52rJ1t9rblxZrQm1t3dqy9aPpBvOyLc38+QDCm8xRfetuue8DcxV1F/FiIuWqWnWXmotyUHcRHyZyrqpRd7mgDeWqeN2tozgMIH6fJu8IGZP0P6d7sTHmZkn/u3I7SjxJ/0PSqwruOvklSV1Z7f6CMeYBa+2z1XgDACpj165d6u3trfduSJJeeukldXT0KJGYcYRAbdj0fq1c9bM6deLvdPXqq5Kk9vbluv0tH1Fr2+IZ108kWrXzbU/qav8xnXjtq5lJ3lbe/NPqWfOQDh/4P8t7M5iTZspVmIlWu+av044HHtebZ/+X+s48k1l+2+aPaNHizfzxiIqKkqtq1d2W5vnlvQnMadRdxE0j1F2gHNRdxE09624yOVL2/gOVqrt3bv8POvDj/1Lt3S2qoTtMjDGrJXVr8k6RH1lrZ/oE/6qkJk12hoxIemd2Z4gx5j9K+q4mJ4KXpF+XRIcJ0MB6e3u1f//Lam3rrveuaGhoRO0RpmBoa+vW5i2/VfL2jDFatPgtuvf++n1hYPapRK5ct0U9ax5Sz5qHKrhnQK6OeT1a3P2WSOtUo+4eeOFzJbcHSNRdxEPHvB7dc98nI69X6bpLzUUlUHfR6EqtuVJl6y41F5VSkbrrNFdwj6Jr6A4TSeum/Hw0xDq/osnOEivpv069c8Rae9YY868VdJCkX/tLkj5c7g4DqK7Wtm5tv+cT9d4N7fneb9d7FwAAAAAAAABUUKPPYdKT+m/6XrTj073YGLNA0rasRb6KzE9ird0n6UDWovnGmA2l7SYAAAAAAAAAAIizRu8wWTDl52szvP5BTb4nK+kFa+25aV7/PeVOJXdHlJ0DMHtYa5VMjiiZHJG1duYVgAis9auWK7KLaiK7iCNr/armiuyiWqqdK7KLaiG7iKNa5IrsohrIbvU1+pBcbVN+nmnmt3tT/00Px/XMNK+V8u9YuSnkfgGok4GBXh176b9p7fr3qL19adntDQ9f1KkTf69r13LLwcJFt1dsG8CNG2e094e7K5orsotaILuIoxs3zuj5vR+XVNlckV1U08BAbya3EtlFfJBdxNHw0AXt/eHunGVkF43O9yd09PCfVzVXZDfQ6B0mZsrPLTO8/t4pP880ifu11H/TXWVdIfYJQJ1d7X9ZV/tf1qqen1PPmodlzNRSMTNrrfpOf0tn+/65Itvw/aQuXzqo0dF+NTXN0+LuLWpu7oy0T+PjA7p0cb88f1wdHSu0cNFtcpxGL9OIohGyW8rVIQPXT+n69ZMycrRg4SbN61wVaf1Cnw/ESyNkdyrqLsKod3aTyWH5fjJyripdd631Iq2P+qt3dguh7iKMemZ3fPy6rlx+qaRcVarujo1dE9fiNr6kN6JEIvca7XpkdybUXWQbHHxDo6NX8pbXOruS5FtPb579Xlm5KrfuVlOjf0IGpvy8uNgLjTEJSTs0OYm7J+n5iNtrivh6ALVmrazvyzhOqpAbrV4784HGVNlfBNb3ZGWlrBPJxriht9F3+hn1nfl2zrKTJ56W67Torfd/Vq47fV+v543p0P4/1sjIpbzf3bzqHVqz7ucjvDM0JGvlexORclVMudkdHjqr06f+R6hcDd44q0MHnshd2Bv8Z+v2R0Id0BT7fHjJMfHHZAw0UHZz26LuYhqp3ErRclVMOdkdG72sfXt+N3SuqlV3k8kRSctnXBd1lJVbqf7ZzW+LuosiGii7E+PX9cqxL0oKn6tK192g3qLhWSvfT5ZcE4uJmt3p26LuIl+53+fFRMmu73saGXpTvae+ltNGLetutTX6HCb9qf+m/4Vunea1D0hqz/r5qLV2eIb2F6T+m65SQ5H2DkDtGSMZZQ7Kz/Z9R8PDFyM1MTx8MfNFELRj5DgJOW5T5hF2G68f/9vJgxhrgy8W60uSPH9Mzz37qHx/ouC6UnBL5XPPPpo5iLHWl/W9zBfTG2f/Ra8ff3ra9+N5Y6HfO+rEmEi5KqZS2Q2Tqxs3+nIOYqzvy/p+5udDB57Q4I2z07Yx3efDyp9mTTSMBsuu1Bh1Fw0uldtGym4j1F00uKzcNlJ2JeouZtBQ2bWRclWNupt9ghGNrPSaWEwp2S129z91FwXZ4B6BemfX2mTqv9FzVYm6WwuN3mFyNOu5kfSOaV77y1mvs5L2hGh/yZSfr4XeMwB1Y4wjY9ygMEs6deIfIq3fe/JrkpS6UyXoJZeklpZFam9fFnobvp/UhfP7Um0lZWWD9mRks65W6T359aL7cvyVLwVPrJX1kzIyMo4rK5vZ9oXzezU6kn/bZdrQ0LkI7x714DrBDYyNkd0glzPl6vCBPwlenToIMo4j4zjBAU3qYD3vqpAsIyOXZ/h8RHrrqJPGym6YXNWm7qKxOSYRKVfTKT+74XNVzbrLCbx4iFoTp0PdRS01TnZNpFxVo+6qhKFwUAepf6Z6Z9f3k3ntUHdRnCn5+3w6pWRXsiXlqty6WyuNPiTXK5JGJLWmft5kjHnYWvut7BcZYxZK2qXJ4bgk6X+FaP+OKT+fLn1XAdRCR8dKjY31yziOfD8pI+natddkrQ01TqO1Vlf7X0499+SkTgZuu/tj6uhYIUkaGjyng/sfm3Eb42P9Mo6Rtb6McScPjo2RMYmg+BtX58/t0boN7y04l8Tly4dTz32ZrPEejXEUnGQJhh97+egXtP2ej2uqRuh5x8w65t2sW277V6FyVUzlsmui5cpKxnEzPwYHM17m23bg+il1zV+X18bJ1JUlxT4f8sZnfM+ov0bIbraZclWLuovGN69zlbbf84nQ3+fFVCa7RsY4da+7nMBrfB0dK3XPfZ+WFP5YtJhysjsVdRczabTslvR3VKXrLmKhlHMAxZSaXRW46566i6JS/9T1zm5mZ1LtV6PuDg6+EfL/lOpo6DtMbHCPz//Q5F0jRtJfGWMeSL/GGNMp6SuS5metekPSMyE2sVW517ieLHOXAVSZ6zarpWVh8EPWibSww1J53mjesvb2ZZkvAknqmLci1DYybdnJK4m23fVoke3m71+hfZGCMRslpdoMtj88fL7ga69dPV5wORpP2FwVU8nshs1V+oBHklavfbdWr323pODAJn3b7PXrhb86M3+4hvh8oLE1Unaj5KpadRfx0TDZjfB9Tt2du1y3OfO8ntmdei8SdRczaaTstrUFV0LXs+52dKyc4V2iEbhOU4l/RxVWTnanou5iOqWfAyis3OyWcv4qTN2t98XBjX6HiST9/yS9L/XcKpgh9gfGmBOSrii4S6RDkx0qVtKXrLXTJsMYs0rSLZo8Jrxsra1v9xWAULIPyivBK3Cle6nbqMQ44UHvfMjtMQ9ErDRydrNFyZWJcO0F4+jHVyNnt9Z1F/HSyNnNRt3FVI2cXeouptPI2c1WrbrLuLPxUGjukEbOLnUXadWqiaVuo3rnr+qb14b/tFhrvy/pa5ocaivdMbJJ0n2S5mX9Tgombv+jEE3/UvZmJD1f5q4CqAHPGy84gZXrtoRa33VbJ39IXa0xNtafMw/I0OC5UNtI36qorLHBi421WGj/cvYly8H9jwdPsq4oWbjw1oKvnT9/fcHlaDxhc1VMJbMbNleZ22Ilnen9hs70fkNS7hUhCxZuKthGeqzTMJ8PNLZGym6UXFWr7iI+Gia7Eb7PqbtzV/bJiXpmd+rgHdRdzKSRsjsyciH4oY51l/kl48G3ydL+jiqinOxORd3FdEo+B1BEudkt5fxVmLrb1bU61P5XSxzuMJGk35C0XsHdJFa5XfaTAwQHz3/TWhvmnrIPKveulO9XamcBVM/Q0JtKJNomx/OUtGjR5lBjM0qSMUYLFmzStWvHU5OmBQX54IuPqb19qTxvXGNjVyVpxm20tC7RxMTVrGIfjFMua2Wtl1m3u3trwf0zxmj5igd1/tye1PjmycwYpdb6UtZ4o+s2/krB91NoLF00nsEbZ3Vw/2OSZs5VMZXLrs1cBRIqV8bkHLgE44pOtjevc1XBNm5/y2/qxR//YdHPR/4pGTSixsruzLmqRd1F4xsafEMvPP+fQueqmMpkN5XNKN/nVai7TPre+IaG3tSBF/4oUk0sppzsXkmNe59G3cVMGi27Jf0dVcG6i/go5Vi0mFKzqwJX51N3UVTqcK4hsiub6SSpRt1t71g2dfWaavg7TCTJWntN0tsl/d+pRabA47ykX7bW/s1M7Rlj3irp3imLv1XotQAaj/X9YKKzVGFds/4XI62/buMvS0qNj2i9zO2tw8MXJ78IQmzDcRJatnxnpq3gy8WTlQ2+KFLFftNtHyq6L2vT7Roj4yRkZYPtymS+bJYt36m2tu6ibWSPLYnG5NtgYrTGyG6Qy5lylR6L1BgndbDupw5o3EyHS2a80gJa2xbP8PmI9NZRJ42V3TC5qk3dRWPz/IlIuZpO+dkNn6tq1l2F/KMZ9RW1Jk6Huotaapzs2ki5qkbdpYM6JlL/TPXOrmPyr2On7qI4W/L3+XRKya5kSspVuXW3VmLRYSIFnSbW2l+XtFrSv5P0f0r6gqT/j4LhtdZba/97yOYeknRY0pHUf//ZWvta5fcaQMXZ4CYzxw2Gw1rV8061ty+N1ER7+1Kt6vk5SQrasZLvTUw+/GTobWzY9D7dvOpngx+MySnybW1LtOOBx7OG7srnOE3a8cDjmdslgy8NN3MQ1LPmYW3Y9L6i60vhb7VEHVkbKVfFVCq7YXI1r3NVzoGKcZysg6PgIKbY1XZp030+pvtcoIE0WHalxqi7aHDWRs5VMbOp7qLBpXPbYNmVqLuYQUNl10TKVTXqLh3U8VFqTSymlOwWuwuAuouCjCnr+7yYqNk1qY6+UnJVibpbC3EZkisjNTH758ts4zOSPlOZPQJQU6mDBSn4IuhZ81BJzfSseViS0dm+7wQFukj/cZhtrFn3C+pZ87Cu9r+i4aFzctxmLbnpLjU3d4XaF9dt0Y4HHtf4+A31Xz6iiYlBtbQuVveSrXKc2JVpFGJMzr9lPbPb3rFKPavfGWpb8zpX6YG3P6XBG2d17epxWfmaP399pKHgin0+jh7+89BtoI4aKLvZqLuYljGZP+jS6pXdltbFuvf+z4bOVbXq7oVze0OvjzopkFuJuosYaKDsNjXP18Zb3h8pV5Wuu8df/XLo9VBHRgVzK9U2u32nv1m0LeouCin3+7yYKNntO/1NtbQuV8/qd5SUq0rU3WrjEwIgdhYsuEXrNr43cq95NmOMVq99WEuW3qXTJ7+u/v5jZW3DcRJa3H2HFnffUfI+NTd3atmKnSWvj8bXCNkNO5Zptnmdq8q6yqMSnw/UVyNkdyrqLsKod3YTiY6STkpUuu5ePP98yW2hPuqd3UKouwijntltbp6vm5beXdI2K1V3W1oWlNwGaieRaFfu9MjUXTS+efNuVnv7srJzVUiU7Pad/qaMccvOVbl1t5roMAEQK11da/WWO/9txdprb1+q2+/4TVlr5XljkoIrMUo5qQwU09m5Wtvv+f2K5orsohbILuKos3O17tz+uxXPFdlFNXV1rdWWbf9eUuVzRXZRTWQXcdTevlTb7v541XJFdlENjtNU9VyR3QAdJgCgoDc9kWit925gljLGqdoBBtlFNZFdxJExTlWzRXZRLdXOFdlFtZBdxFEtckV2UQ1kt/qYARAAAAAAAAAAAMx5dJgAAAAAAAAAAIA5ry5Dchlj3mmt/U49th2VMWahpPXW2hfrvS8AGou1duYXpYyOXNHLR/9Cw8MXJAUTZq3f9D61tXWH3lb/laN65dgXM8t6Vr9LK1f9TLSdBrJMlyvXbQnVhueN6Uzvt3Tuze9Lkpqa5mnjLR/UwkWb59w4p6ie4aE31H/laKRcVaPuBp+LmyLvP5BG3UUcDA326Uf7/iByripdd5PJEVFzUS7qLhrd0GCfnv3BR0vKVSXrLjUXlVKRuuuPV2v3QqnXHCbfNsb8T0mPWmsP12kfpmWMaZH0UUkfl/SkJDpMAOQYHjqrZHJ0xnEdXz/+tC6c35uz7Nq117T/x5/VsuX3a8Om90+7fjI5quf3fixved+ZZ9R35hm1NC+IvO/ATLnasvWj6pq/bto2Bq6f0pFDT+Usm5gY1MtHvyBJum/nY3N63FNUjrV+pFxVq+6OjV2LtuNAFuou4iRqrqpVd4FyUHcRJ9RdzAaVqruHD/7Xau1iKPUckusdkvYbY/7RGHN3HfcjhzGmwxjziKRTkj4naX6ddwlAA3t+78emvdPk9Kl/yhzEWN+X9b3gYX1J0oXz+9R3+pmi61trc75ssttQartDw+cr8VYwh4TJ1ZFDT2lk5HLRNoaHL07+8WhtbhspM30+gPAmc1Tfulvu+8BcRd1FvNhIuapW3RVZRhmou4gPGzlX1ai71FyUq+J1t47qPYeJI+kXJf3IGPMvxphfMsa49dgRY8wGY8zjkvokPSZpuSTurQQwo/4rxwou9/2k3jj7XUmS9T0ZY2QcN3jIyPpJSVLfmW/LTz2f6mr/ZNvWT8o4TqYNa23mgAiIImyujh35fNE2jhx8Mljf+rLW5raRledinw8OyBGNCZWratddoFQNUXeB0EzoXFWz7oqhjlAG6i7iw0TKVbXqLjUX5ap03a2nenWYfFVBZ0T6bImR9NOS/l7SWWPM54wxd1V7J4wxi4wxv2GM+a6k1yT9rqSFU/btvKTvVXtfAMRRUCZeOfaFgr+92v9K6mU2OPjIPgAxRjJO5qTx5UuHCrZx4rWvBk34noyTO4qicRxOOqMkYXM1OnpFftaVTmm+7ymZHA5+SP3xmNtGIrhKScU/H8EYuUB4YXJV7brLpTQoVSPUXSCqhqi7QImou4gj6i7irNJ1t57q0mFird2loIPkFeV3nCyT9KikHxtjThlj/tQY815jTLgZi6ZhjHGMMfcaYz5ujPkXSRckfUHST6W2nb0vnqQ/kXSLtXZPudsGMPcMDZ2TFPSMGxOU263bH9G2ux6VJBnjZHrNx0avFGxjYmIwb9nOtz2prvnrq7HLmCOi5MrzRgssy+/s6Oxao51vezJryfQHOPWexA1xNX2uqLtoVI1Qd4Gw2jtWZf1Uv7qbcJkXAqWj7iIuHLc5Uq6qVXe7utZG3HMgVzXqbr3UrRvRWvsDY8ydkj4s6ZOSblZux4kkrZH0b1MPGWP6JB2RdFTSGUlvKuj0GJI0oqCTo1VSm6RFqTZvlnSLpDsk3Z76fVp6Ozb1SP/8tKRPWWtPVOr9Aqgt35+Q543JdVvl1OmKCddpDp4Yk7n649CBJyZfkL4iRFJT07wZWpu8auTIoSd1Y+B0ZXcWDaO22Z05V046xznLWvLauDFwWi8d/tMIW+ZS/dmGuou4mit1F7NPtbI7NvqTvKvpi6lm3U0WOJmC2YG6i7iqRnZ9bzxSrqpVd4OOmJtC7wfiJa51t17qet+VtdaT9BfGmP9bQafIv1dux4mU+//Qakk9kt5dwuam/j+d7iRJ/86X9DVJf2itPVxC+wDqzPcndOknB3Titb/O+92Gje/XTcvukeM0VWQbnjem9E16PavfVfC1S5bepd5TXwuu8PCTMia35Fo7eZviou4tBdtYsfKndO7N78sYI+v7Mo4z+WVjs/t5EWe1ym7wtRstV66bv93cZTZzUD5w/WSwxJ+82qnY56OpeaaDd8RBLbKbFiZX1a+7FXkraAC1zK7UGHUXs0Mtsut5Y0o4bY1RdzFrUHcRV7XIbpRcVavuBuc4MJvEvu7WUb0nfZckWWvHrLX/VdI6Sb8mab9yh8jKfpgSH8XaGZT0ZwqG3novnSVAPI2O9mvfnkcKfhFI0usn/lb79jyi0dH+im9j5aqfKfj65uYutbUtkSQZ48r6Xs7DmGACYddtUXNzZ8E2Vq99WKkGJKOs9f3gFtyQV/+hcdUyu+lJ/8LmauOmDxZt87bNHw6aSE/glpXt4Bs2OBgq9vlI5x/xVavsBn+82VC5qnbdrfeBOyqjttkNNELdRfzVIrvBkOE2dK6qWXcpubNH7bI7ibqLSqhFdtM1t951t95zRqCyapPdXJWuu/XUUGfarLVJa+1XrLVvVTCE1p9IekPTd3yEfWS3MSHp25J2SVpqrf1/W2tP1uhtAqiw8fEBvfijzwQ/WCvfTwYPb0K+NyHrJzNf/i/+6DMaH79R9jbStmzdLddtKbKWtPWu3wueGCPjuDmP9IHQW3d8tuj6rtuiLVs/mmrCyVrfyXyBNDcVPghC46t5dlPC5Grpsh1auvy+ou0u7t6ipcuC36fXyzxSV0XN9PlAfNU+uyZ0rqpZd3Mm1UQsUXcRV7XKru+PSTKRclWtusuN1LNDbbM7ibqLctUiu8HaJnKuqlF3Oc6dPWqR3UIqXXfrqaE6TLJZa49Za3/PWrta0p2SPq6gk+OKot9dkpR0UNL/JemXJC221v6/rLVftdYyMCoQcwdffCx4kvoicJxE8HCb5LhNMk4iuLI+9YXw6rG/KnsbktTWvkJd86efGM11W3T/g0+ou3tr3u+Wr3hQ9z/4xIwH2F3z12n7Pb+vRKI973e3bf6wWtu6w70JNJxaZzfbTLnaeMsHZmx74y0f1IZN+a9rbV2su976qRk/H4ivmmY3JWyuql13EW/1yG4adRfloO4irqi7iKtaZNf3xnN+pu6iEmqR3WIqVXd7Vj9UsX0qRV3nMAnLWvuSpJckPS5JxpgeSZsUTAp/s6QuSe2SXAWTvw9J+omCieFPSXrFWstgfMAsND5+QxMTg5IUfBFkjXm4YMEmXbt2XJLkuE3yvQk5bpMGBk5pfPxG0dtTw2zD98dDT5TlOE26dfOvy1qbGZ7DdVtkIlzB0d6+VPft/Jx835PnjcpxmjPjO57p/WbodtA46pHdqabLVVjLlu/QsuU75HkT8v3x1CRyDLc1m9U6u5LU3rFKd9/7qdD7WK26ezh7Qk3ETj2yOxV1F6WodXbbO1bq7ns/GSlX1ai7Rw4+FXpdNCbqLuKqVtmVrNo7Vmnb3b8bOVeVrrsHX/xc6PXQuGqR3ZkGb6tE3e1ecqd6T/5jpHUqKRYdJlNZa/sk9dV7PwDU36WLL0pSMB5iaqzOzs7V2rJtdzAJmrU6evjPdP3666mxZ4NJ1M6f26PVax4ueRul3KBnjFEi0Rp5vWyO48pxOspqA42hftnNV4lcuW5T5IMgxFOtsysp0h9+2ai7yFaP7BZD3UUUtcyuFIyJX+rJ4ErW3VJrPxpHrbM7Heouoqhldo1x1NRUejYrVXeZY3J2qEV2re+Fel2c/45q2CG5ACCMocE3JAUFOz2B1KZbP5QZ+9MYo/Wb3pd67mQK+9jIlbK2EfbuEqCYemUXKFetswtUCtlFXNUyu0AlkV3EFdlFXNUiuzPfYxJ/nD0BEGuFyrStcPGe/V8FqAeyi7giu4grsou4IruIK7KLuCK7iKtaZHcuoMMEQKy1ti6WpMythJJ08vjTsqnJq6z1dfzVLwfPfV8mNbxAR+fNZW2j0HwQQBT1yi5QrlpnF6gUsou4qmV2gUoiu4grsou4qkV2pdk/ZCZjygCIteUrH9TZvu/IGEe+NyHjOrp+/XXt/eHunAmtJMlaT44TjDm75Ka7y9qGlH/yOZjQakSO01Ly2LbBRIJjct02JhKc5eqR3VIFEwmOSpJct7WkMcUr8flAY6h1dqdD3UUU9chu+o/TqCpddxFvtczuTKi7iKLW2bXWk+97JeWqUnXXWoZknA1qld0wk1pTdxFFLbKb7mQpN1eVqLvVQocJgFhrbu5UV9daDQz0ynES8r0JOamDiOwvAt+byMw70tQ0T83NnWVtI9vIyCUdPfx5jY315yzfsOkDWrZ8R6htXLl8RK8c+8ucZYlEu7Zs26329qWh9xXxUZfs+uMaHnpDw8MXQ+XK9yfUe/LrOn9uT87y7u47tem2X8scXE2n2OejKdEh6abQ7wWNo9bZLYS6i1LUI7vDQ2f1/N5PhM5VtepuMjkiam581TK7/VeOFvw9dRelqHV2h4fe1L49/yFSripdd4N6uzz0/qMx1Sq70w38Q91FKWqRXSNpaLBPzz37SGZZretutTEkF4DYu3XzbwRPjJHjJGT9pHxvInj4Sfl+MvgiSPVWb7v742VvI23g+int//F/zjuIkaTXj/+NTrz2NzO2feK1r+YdxEhSMjmsAy/8kQauFz5hmMZQS/FV6+xKQV7C5MrzxrRvzyN5BzGSdPnyYe3b84g8b2zaNqb7fIyMXg75DtCIaprdKRqh7iK+6pHdsLmqdt1FvFF3EVfUXcRVLbLrFLljhLqLctQiu1PVsu7WAh0mAGKvublLd9/76eAHY2SchBy3KXg4iZwvgrvv/XSknvNi25CCE89HDj2VeW59L+sRdGJcvPCcrlw+UrTdC+ef08ULzwdtpNbLtJHqCDly6MlpvzAGb5yN/H7QGGqeXUnpaeBmytWP930q9XI7JduelBpi5tD+Py66vueNzfj5QHzVJ7vhclWLuov4qn12behcVbPuMtdn/NUqu1OHcKPuoly1za6NlKtq1F2VOBQjGk8tsltoACLqLspVi+wG9TZ6rsqtu7VChwmAWaG1dZHuf/AJbdj0gYK/33jLLt3/4BNqbV1UsW1MTAwEv7BWssE4jpmHMUHBlwpe1ZH2+vHgyhDr+zLGkXGcTBuyynxh9J3+dsH1x8dvyBaYTwXxUcvsZu6OCpErzx9LvdTLzbbjZsZmHhm5pPHxgYJtvHH2u5PbKvD54I/J+KtVdl138uTdTLmqRd1F/NU2uyb093k16y5mh1pkd+rw4dRdVELtsmsi/R1Vjbqb9yFCrNUiu1NRd1EJ1c+uKen8Vdi6OzExVOJ+VQZzmACYNRynScuW79Cy5Tvk+0l53qhctzVnCK1KbePEq1/WxPiAEk1tstbPnIzomr9eA9dPBgfKdvJg2fMm8iZo83LmQrFSaoLYzq41ujFwWsZxUgc4Rm++8T2tXf+evP2Z7qoSxEetsmuMK8mXtTZUrqz1U+vkMsZN/c7RpZ/s18qbfzrvNWfPpCffLPL5KHg9FeKmFtnNNmOualB3MTvUMrtRvs+rV3cr+IZQV9RdxFVNjnfdZkn1rbsJt7VSbwcNgrqLuKpFdks5fxWm7vb3H6vYPpaCO0wAzEqOk1BT07yqHcQUc8edv6POrjWpnyavoPf98bzX+n7+bYpd89dry9bdWUumvwp/YmIw+k6iodUmuyFzZe3kuKZ3Paqt21OTumXdIeJ7+dkuptjnA7PDXKm7mH3mTt3FbEPdRVxVK7utrdmTDden7rZ3MOH7bEbdRVxVI7sln78KUXdtTsdf7XGHCQCUbfIKj70/3F3wFW6BK41cty1v2cD1kwXbaGqaV7DdSt76i7lnplwZ42Su8Di4//HM79PLJKm9Y8UMW5n58wFEV7+6C5SDuov4ou6i8Q0PnVWiKTdzta67AwO9km6KvvNAHuouGlup56/C1N3WtvrWUe4wAYAStbR2S0rf8p3M+Z31/UyPeSLRLqfA+OGO46q1JdXhYUzeRNjWT2Zuwd14y68W3IfuJdvKeg+Yi2z4XBkjWT93vhFrc64IWbjotoJt3Lb5I0ETxT4fjA+DEsyYqxrUXSCqSN/nVaq7XEiKUlF3EUcNUXeBElF3EQ+5B5eVrrtd89dVfpcjoMMEAEqUfeWGcRKyvpd6BOM2pnvGt2zbXbSNzXf+drC+cTITuGXayLpVcuGi2wuu7zgJtbQsKP/NYA6Z7KiYLlc9qx8KXu0kZGUns2knO1xuXvWOorf0Llq8eXKLBT4f9JegFDPlqhZ1F4jGhv4+r2bdBUpF3UW82Eh/R1Wj7uacAARKQN1FPJR2/ip83c3vDKwlOkwAoETGGN2387HJnx039XAyveJbtu5We/vSYk2ora1bW7Z+NN1gbhsp9+18LDjBXERLy8Iy3wnmoply1bPmXVq2/H5JqQPtKdlcvuIBrVn380XXD/P5AKJqlLoLhDeZo/rW3XLfB+Yq6i7ixUTKVTXqLse5KBd1F3FRSq7Krbu1whwmAFCGRKJVO9/2pK72H9OJ176amcRq5c0/rZ41D8l1W2Zso2v+Ou144HG9efZ/qe/MM5nlt23+iBYt3sxBDCqqpbVb9+38L6FytWHT+7Vy1c/q1Im/09Wrr0qS2tuX6/a3fEStbYtnXH+6z0f/lWPlvRHMWdRdxE2UXFWr7rY0zy/vTWBOo+4ibupZd5PJkbL3H6DuotE1Nc+XteOZn2tZd2uBDhMAKJMxRosWv0X33v9fSm7DdVvUs+Yh9ax5qIJ7BuRLJNojHRy3tXVr85bfKnl7xT4fV/tfKblNgLqLuOiY16PF3W+JtE416u6BFz5XcnuARN1FPHTM69E9930y8nqVrLvUW1QKdReNrLl5fkn1Nq3culttDMkFAAAAAAAAAADmPDpMAAAAAAAAAADAnMeQXAAgyVorzxuVJLluK+N5oqKs9WWtrUquyC6qiewijqz1lUyOVC1XZBfVkp77gOwibsgu4qgWuSK7qAayW310mACIlYGBXh176b9p7fr3qL19adntDQ9f1KkTf69r147nLF+46PaKbQO4ceOM9v5wd0VzRXZRC2QXcXTjxhk9v/fjkiqbK7KLahoY6M3kViK7iA+yizgaHrqgvT/cnbOM7KLR+f6Ejh7+86rmiuwG6DABEDtX+1/W1f6Xtarn59Sz5uGSerqtteo7/S2d7fvnqm1jqoHrp3T9+kkZOVqwcJPmda6KtL7vJ3X50kGNjvarqWmeFndvUXNzZ9n7hdppxOxWIlfj4wO6dHG/PH9cHR0rtHDRbXIcDjFmk3pnN5kclu8nI+eq0nXXWi/S+qi/eme3EOouwqhndsfHr+vK5ZdKylUl6+74+ICkmyKtj/qj7iIOkt6IEom2nGX1yK4kTUwMqO/Md0rOVaXq7tjYNVFzG9vg4BsaHb2St7zW2Q0j7uevqO4A4sVaWd+XcZxUITdavfbhyM1kfxFY35OVlazN/N4Yd8ZtjI9fC7WtwRtndejAE7kLe4P/bN3+SKgDmr7Tz6jvzLdzlp088bRcp0XNLfND7QfqyFr53kSoXM2kEtmdbKt4rt56/2flui3T7ovnjenQ/j/WyMilvN/dvOodWrPu5yO8MzSkBsnu2Ohl7dvzu6FzVa26Gww5snzGdVFnqdxK0WpiMdRd1ERWbqX6Zndi/LpeOfZFSeFzVY26G9TcDTOuhzproOwWbou6iwKsle8nS85VMVGzK0njY9fUd/pbmdfUq+6mh9ZDYyu3JhYTJbu+P/1FZJWou8de+m+R30MlMek7gHgxRjLKHJSf7fuOhocvRmpiePhi5osgaMfIcRJy3KbMI8w2JsYH9Prxp6fd1o0bfTkHMdb3ZX0/8/OhA09o8MbZadt4/fjfTn7ZWBt8edmgDc8f040bZ2Z8z6gzY0LnajqVyq40c66ee/ZR+f5EwXWl4Hbg5559NPPHo7W+rO9lDqreOPsvM34+EAMNlt0wuap23UUMpHLbSNmVqLuYQVZu659dGylX1aq7stOugkbRUNnNRd1FcaXnqphSsmutlWQj56oadTf75DgalLVqhOxamyzaVqXq7tjY1UjvodJi2WFijLnfGPMZY8w3jDEnjDE/McaMGWO8Mh7F/7UBNBRjHBnjBgcVkk6d+IdI6/ee/Jokpe5UCXrJJamlZZHa25dF2saF83s1OpJ/S2Ta4QN/EmwrdXBtHEfGcYIDmtSXRt5VIVlGRi7rwvl9qf1NysoG+ywjO+WKGDQu12mS1DjZDZur3pNfL7ovx1/5UvDEWlk/KSMj47iy6QN+zfz5QONrnOyGz1U16y41Nx4ck4j8fV4MdRe1VMqxaDHlZddEylW16i7io3GyO4m6i2mlRiyqd3Z9PymVkKtq1F3NsUm948mUdf6qmFKyW0il6249xWpILmPM/ybps5JuzV5cp90BUAcdHSs1NtYv4zjy/aSMpGvXXpO1NtQ4jdZaXe1/OfXck5M6Gbjt7o+po2OFJGlo8JwO7n8sxDaCAv7y0S9o+z0f11Q5V3RY5fzhFxzMeJkKNnD9lLrmr8tr42TqyhJrfRnjTh7EGCNjEtN+WaFxdMy7Wbfc9q9C5qqwSmY3TK6McXX+3B6t2/DevP2z1ury5cOTbWSNs2uMo+DkdjB0XrHPh+eNhfr/DvXVCNkNGBnjzJiratdd/pCMh3mdq7T9nk9E+D4vrDLZDTRC3UVj6+hYqXvu+7SkKMeihZWT3bSwuapu3Z3xraIBNFp206i7mElp5wAKKzW7kq/0tewNUXfR2FL/TPXObjGVrrv1FIs7TIwxrjHm/5H0dwo6S0zWw1bgASAmXLdZLS0Lgx+yTkaEPfnqeaN5y9rbl2W+CCSpY96KSNsYHj5fcPm1q8eDJlIHPJK0eu27tXrtuyUFBzbp22avXz9ZuI30wb+dvOJj212PFnwtGlvUXE1VyexGyVWh/Su0L1IwVq6kVJvB9ot9Prxk4TbQeBomuyFyRd1FtobJrhqj7qKxuW5z5nk9s2sltbUFV5NSdxFGI2U3G3UX03GdprLOAUxVTnalaLmqVt3t6Fg53VtEgyj3/NVU5WY3W7Xqbj3E5Q6TL0r6UNbP2f86dIMCc0z2QXkleN54VbZhFb5H3ETov653TztK18jZrUSugquiQm6P6xVipZGzm426i6kaObu1rruIl0bObjbqLqZq5OxSd5E29U5Qqb7ZjfZ3VHXqLteTx0O1vs+rtY24fp83fIeJMeZdkv6VCneSXJK0X9JJSdclFZ81BsCs4HnjGhvrz1vuui2h1nfd1skfUj3eY2P9Gho6l3O7YaFJsoptY+HCWwsunz9/fbCZ1G2xxnF1pvcbmd9nXxGyYOGmgm20ty/T8PAFKT12vjHTjkWKxhU1V/mvq1x2o+Sq0P7l7EuWg/sfD55kXVFS7PORKNIGGk/DZDdErqi7yNYw2VVj1F00tuyTE/XMrpE0MnJBiaY26i5CaaTsZqPuYjq+TZZ1DiD/daVnV4qWq2rV3aGhc5JWhXq/qJ9yz1/lv6687GarVt2th4bvMJH0n7Kep78Dj0p6VNI/27h2VQEoydDQm0ok2ibHRJS0aNHmUGMzSpIxRgsWbNK1a8dTE08FBxMHX3xM7e1LUx0yVyUpxDaCn9dt/JWC28oZK9SYnAOXYFzRyfbmdRY+MLn9Lb+pF3/8h5NjkabG8Ze1stbL7B8a2+CNszq4/zFJYXJVWCWzGzZX3d1bC+6fMUbLVzyo8+f2pOaVSGbGKLXWl7LGeS72+XATjXMwhOIaJ7upbM6Qq2rX3XpPPohwhgbf0AvP/6cI3+eFzba6i8Y2NPSmDrzwRxGPRQsrJ7tXsscOD5Gr6tbdUG8XddZo2U2j7mImpZ0DKKzU7Cqr1tW77iIGUllpiOwWUOm6W08NfS+hMeYmSfcoiER6IL9nJN1trX2GzhJgbrK+n7qSIihha9b/YqT11238ZUmpsT2tl7lFcHj44uQXQchtLFu+U21t3UW3lR6L1Bgn9aXhp76A3MwXQGa80gJa2xZr2fKdmf0NvsA8WdngQIrJ2WLBt8HEaI2S3bC52nTbh/LWTVubbtcYGSchKxtsVyZzkD/T5wONr3GyGz5X1ay71Nx48PyJyN/nxVB3UUulHIsWU152baRcVavuIj4aJ7uTqLuYVurEc72z65iEVEKuqlF3uTAoDmxZ56+KKSW7hVS67tZTQ3eYSNqp3G7O65J+zVqbP5gagLnBWklWjtskSVrV8061ty+N1ER7+1Kt6vk5SQrasZLvTUw+/GSobTQ1z9eGTe+bdlvzOlflHKgYx8n5gtm6/ZGiV32kbdj0Pt286mdTDZicg6C2tiXq7Fw943tGnVkbOlfTqVR2pZlzteOBx+U4TUX3xXGatOOBxzO30gYH627mwKZnzcMzfj4QAw2W3TC5qnbdRQxYG7kmFkPdRc2kc9sQ2TWRclWtussFzzHRUNnNRd3FdErNVTGlZDe4yt5EzlU16m69T1AjBGPKqonFRM2uMcUHrKpU3Z3uNbXQ6ENyZf8LW0n/aK29Uq+dAdAA0n9AKfgi6FnzUEnN9Kx5WJLR2b7vBAcXRfqPp9tGc/P8UNua17lKD7z9KQ3eOKtrV4/Lytf8+etzb6WdwZp1v6CeNQ/rav8rGh46J8dt1pKb7lJzc5cOvPC50O2gToyR40x+5dY7u2nT5SoM123Rjgce1/j4DfVfPqKJiUG1tC5W95KtOe8XMdYg2W1pXax77/9s6FxVq+5eOLc39PqoI2Myf9ClUXfR8ArkVqpPdpua52vjLe+PlKtq1N033/he6HVRRw2U3UKouyjIqGBupdpmt+/0N9Xcskiren46cq4qXXePv/rl0OuhfsqticVEyW7f6W9O21Yl6u7W7b+rF57/dNS3UTGNXt0Xpf6bHo7rR3XcFwANYsGCW7Ru43sj95pnM8Zo9dqHtWTpXTp98uvq7z9W8W1MNa9z1YxXeUzHcRJa3H2HFnffUbF9Qm01YnYrkavm5k4tW7Gz5PXR+Oqd3USio6STEpWuuxfPP19yW6iPeme3EOouwqhndpub5+umpXeXtM1K1t1LPzlQcjuoH+ou4iCRaNfUiZLqld2mpnlatfqdJW+zUnW3pWVByW2gNubNu1nt7cuqcv4qSnZn6jCR4n/+qtE7TIan/Nxfl70A0DC6utbqLXf+24q1196+VLff8Zuy1srzxiQFvdlhJ8gCwujsXK3t9/x+RXNFdlELZBdx1Nm5Wndu/92K54rsopq6utZqy7Z/L6nyuSK7qCayizhqb1+qbXd/vGq5IruoBsdpqnquyG6g0TtMzkz5eUE9dgLA7GeMUSLRWu/dwCxljFO1Awyyi2oiu4gjY5yqZovsolqqnSuyi2ohu4ijWuSK7KIayG71NfrslS+k/pu+Ty78QHwAAAAAAAAAAAAhNXSHibX2DUnPK5jDRJJKH9QPAAAAAAAAAACgiEYfkkuS/ljSPyjoNNlmjHm7tfYHdd4nAMiw1qr/ylG9cuyLmWU9q9+llat+Rq7bEqoNzxvTmd5v6dyb35cUTPy28ZYPauGizXNurEhUVzI5Imtt6FyNjlzRy0f/QsPDFyQFk72t3/Q+tbV1h1q/2OfDWj/6zgMp1F3ExfDQG+q/cjRSrqpRd4PPxU2R9x9Io+4iDoYG+/SjfX8QOVeVrLvJ5Iiot6gE6i4a2fjYVT37g49KKi1X5dbdamv4DhNr7X83xnxD0rtTi/4vY8z91tprddwtAJAkJZOjen7vx/KW9515Rn1nntGWrR9V1/zpRxMcuH5KRw49lbNsYmJQLx/9giTpvp2PzemxI1FZY6OXtPeHu0Pl6vXjT+vC+b05y65de037f/xZLVt+vzZsev+060/3+Qj+mFwWef8B6i7ixFo/Uq6qVXfHxq5F23EgC3UXcRI1V9Wqu0A5qLtodBMTN5Roaks9r23drYWGHpIry4ckHVNwl8ktkr5tjFlZ310CMNdZa3MOYqzvy/qerO9JNph66cihpzQycrloG8PDFycPYqzNbSPl+b0fk7W2SAvS2Gh/me8Ec9FMuTp96p8yBzHZuUzfGXLh/D71nX6m6PphPh9AVI1Sd4HwJnNU37pb7vvAXEXdRbzYSLmqRt3lOBflou4iLkrJVbl1t1Zi0WFirR2Q9HZJzyroNHmrpCPGmE8ZY5bXdecAzFmeN5p5bv2kjOPIOK6M48pamyn4x458vmgbRw4+Gaxv/WCYpOw2/GTmdf1XjhVc3/eTGhu/XoF3g7lj8uBluly9cfa7wat9T8aYTC6NTCabfWe+LT8rp9mu9k+2Xejzwck7lGKmXNWi7gLRmNDf59Wsu0CpqLuIFxPp76hq1F0xzBHKRN1FPJR2/ip83fUKtlErDd9hYoz5K2PMX0l6QtIZSekzlAsl/SdJbxhjjhtjvmmM+VL69SU8/rJObxFATI2PXZGUKvRO7giHxnEyV3+Mjl4pWOx931MyORz8kDqIyW0jEVylJOmVY18ouA9X+18p6z1gLjLhc2Vt8Edf9h9+xkhmMt+XLx0q2MaJ174aNFHs80GPCUowY65qUHeBqCJ9n1ep7orzdygRdRdx1BB1FygRdRfxkHtwWem6e/Xqq5Xf5QgavsNE0r+W9K9Sj1+VlJ7ZyCr41zGSNkh6V+r3/6qEx79OPQAgtEKTVu9825Pqmr8+b3n23SiTy0bylnV2rdHOtz2ZvZVp92Fo6NyM+wnkC5cra30ZExwqbN3+iLbd9agkyRgnk/+x0SsF25iYGMxbVuzzAYQVJVfVqrtAaai7iCfqLuKkvWNV1k/1qbtdXWuj7jaQg7qLuCj1/FWYujtR5/n34tQFnu52yv5/3xb4fVRUCWAW8v0Jed6YXLdVTtWv9pksP0cOPakbA6fzXuE4zQWWtWT9FLRxY+C0Xjr8p6G37BZoF/FW2+wWlsmVMZmrPw4deGLyBekrQiQ1Nc2bobWZPx+YHeZK3cXsQ91FXFF3EVfVyu7Y6E/yrqYvplp1NzgheFOEvUacUHcRV9XIbsnnr0LU3USivSL7WKo4dZjM1LFBxwcwx/n+hC795IBOvPbXeb/bsPH9umnZPXKcpopsw/PG1NQ0X1ZJGRMMcWQcZ/IgxqZvggu4bv52c5fZzJfDwPWTwRJ/ste9Z/W7Cu7PkqV36cTxr5b1nlB/tcqutZ4kGypXvae+Flzh4SdlTO7hgrWTt4cv6t5SsI0VK39K5978fqjPB+KrFtnNFiVX1aq7mB1qmd2w3+fVrbsVeStoANRdxFUtsut5Y0o4bXWtu543VtZ7QOOh7iKuapHdqOevwtbd+Qs3lbVf5YrDkFx9NXicSf0XQEyNjvZr355HCn4RSNLrJ/5W+/Y8otHR/opto6l5fvALYyQTjDEaPPzgFsPU1U0bN32waJu3bf5w0ER6ArdMG15q0MHgYGjlqp8puH5zc1dFD85Qe7XMbmbCyhC5amtbknqpm5PLYHK2YAJh121Rc3NnwTZWr314clsFPh/0l8RfrbKbfeJhplzVou4i/mqbXRv6+7yadZcek9mhFtm1U6JC3UUl1C67NtLfUdWou3kfIsRaLbI7FXUXlVD97JZ2/ips3W1q6ihxvyqj4TtMrLVrrLVra/Go93sFUJrx8QG9+KPPBD9YK99PBg9vQr43IesnMweuL/7oMxofv1H2NqRgfMUtWz+aeW4cN/UInkvS0mU7tHT5fUXbXdy9RUuXBb9Pr5d5pHrnt2zdLddtKdpGR8eKyO8HjaHm2ZWU7qmYKVdb7/q91MtNbi4dN3Mg9NYdny26vuu2zPj5QHzVJ7vhclWLuov4qn12TehcVbPu5kyqiViqVXZ9P/fqeOouylXb7JpIuapG3aXezh61yG6h7jXqLspVi+xm6m3EXJVbd2ul4TtMAGAmB198LHiS+iJwnETwcJvkuE0yTiK4sj71hfDqsb8qextpXfPXafs9v19wfMXbNn9YG2/5wIxtb7zlg9qwKf91ra2LdddbP6Wu+dP356a/mBA/tc6uJDlOIlSuXLdF9z/4hLq7t+b9bvmKB3X/g0/MeIA93eejvY2xneOsptmdohHqLuKrHtkNm6tq113EG3UXcUXdRVzVIru+N15wOXUX5ahFdqeqZd2thTjNYQIAecbHb2hiYlCSgi+CrPE6FyzYpGvXjkuSHLdJvjchx23SwMApjY/fKHprdZht+P7kgU17+1Ldt/Nz8n1Pnjcqx2kuOJbodJYt36Fly3fI8ybk++Opibi4Cn82q0d2JamtfYXa2rpDre84Tbp186/LWpsZFsl1W2QiXDlX7PNx4IXPhW4DjaXW2S2EuotS1CO77R2rdPe9nwq9j9Wqu4ezJ9RE7FB3EVe1zm57x0rdfe8nI+Wq0nX34Isc484GtcrudENmUndRilpk10rqmNej7fd8rKRcVaLuVhsdJgBi7dLFFyUpGMszNd5hZ+dqbdm2O5hIylodPfxnun799dT4ncFEVOfP7dHqNQ+XvI1CN+g5jivHKW+cRddtinwQhHiqX3ajM8YokWgteX2pMp8PNIZaZ3c61F1EUY/slvqHH3UX2WqZ3ZlQdxFFrbNrjFvyyeBK1d1yjrnROKi7iKtaZNf6nqTyc1WJulstjOMCINaGBt+QFBTs9ORnm279UGaYKmOM1m96X+q5kynsYyNXytqG49DfjPLUK7tAuWqdXaBSyC7iqpbZBSqJ7CKuyC7iqhbZne7OqNmCsycAYq1QmbYVLt6z/6sA9UB2EVdkF3FFdhFXZBdxRXYRV2QXcVWL7M4FDd9hYoz5P4wxG+q9HwAaU2vrYknK3EooSSePPy2bmrzKWl/HX/1y8Nz3ZVK3aHd03lzWNrInfgdKUa/sAuWqdXaBSiG7iKtaZheoJLKLuCK7iKtaZFdqnLlGqiUOY8p8XpI1xpyV9C+px3ettZfqu1sAGsHylQ/qbN93ZIwj35uQcR1dv/669v5wd86EVpJkrSfHCcZXXHLT3WVtQ4p+8jmY0GpUkuS6rSWNax5M+DYix2lhDNKYq0d2i6lEroKJBMfkum1MJDjL1Tq7QTulXRVV6bqLeKtHdouh7iKKWmY33YbveyXlqpJ1t9Taj8ZR6+xOh7qLKGqV3d6T/yhrfU1MDJacq0rVXWsZTnQ2qEV2w14YFOfzV3HoMJGCrqseSb+eelhjzFFJ31XQgfL/Z+/Ow+Q4y3Ph329Vd89Mz6ZlZG3WaJcty5Yl2caWZLM6YDuQ8IU9QDYCOSEhCPCxcYJjloCPjZPYIeEkQHKyEEwIIUBYbAIBLCSvWi15kaxttFvSSDOj2bvq+f6o6m16q+qudeb+XVdfmq7ueqvavvup6nqr3vq5iAyFuH5EFJJUqh0dHYvR338ImpaAaYxDswtx4YbANMZz9x1JJtuQSrU3tAwAMM3KB6ALmeY4Dh34Dk6e2Fw0vavraqxY+d7cBqqa4eEz2LPrixgd7S2avmzFOx1+CoqaULJrjhW9Xi1Xc+aud7SMc2d34/m9f180LZFIY/XaTUinZzteV4qPoLMLAEODR/HElrsc58qvupvJDAO4xPHnoGgJI7sTse5SPYLMbu+5PRgaPI6tmz/qKld+1F2r5jLTcRZ0dsth3aV6BJVdQMPQ4DE8ufVPALjLldd116q5cx2vP0VTENmt1SXnRd29cH5f7Tf5KPJDctnEfij7oQFYDWATgO8B6FVK/VwpdbdSar2qdUoXEU0ql6/6HesPpaBpCYiZgWmMWw8zA9PMWBsC+0yLtdd+vOFlAMDw0En095U/IJJlGKPYuvn2kp0YADh7dhe2br4dhjFatY3+voPY9tSflWxsAOClfV/HyPBZh5+Coibo7Baqlav9L369Ztv7X3y45McjAGQyQ9j+9Odqfj8ovgLNrs1prvyuuxRvYWQ3i3WXGsG6S3HFuktxFUR2tQln3bPukheCyG4lXtXdgwe+5dk61SMuHQvZjhKZ8MhOTwG4EcAnAfwCVgfKd5VSf6SUuiKUNSaiwKRSHbj2+nusJ0pBaQloetJ6aImiDcG119/jque80jKydu98sOqOyFNb77b+EIGYRtED9jADO7d9vuL8hjGK3TsfspswJ7RhDQs2Nj7g+vNQNASeXZuTXJ0+9TjOnd1dsd1TJx/H6VNPWG3Y8+XasMdKrfX9oPgKPrviOFd+1l3eLzH+WHcproLKrjX8oLjKlV91FxySa1IINrt5rLvUqCCya80trnPlR91lzZ08gshuOV7X3TDFocNkNoB3A/h/AI4i30kysQMFBdM7APwygL8E8KxS6rhS6p+VUr+hlJoX8PoTUQCam2dgw00PVByiavll78aGmx5Ac/MMz5fRc/iHZd8/NjYAw7R2ckQMKE0vemTHCB0ePoOxsf6ybRw7+hPYDQCC4jaUsnZsKNaCzG726iinuSp3Nl3WS/usM0PENKGUBqVpuTasLbO1aa70/eAYufEXVHZ1vQmAcpQrv+suTQ7BZtcShbpL8RdEdq3jJ8pxrvysuxOvjqX4Ci67eay75IUgsputuWHXXdbcySWY7Bbzuu6GKfL3MLFv7v6w/YBSahmAm+3HawBML3x7wd+F3/S5sDpd3m23sQ/5G8j/VETKVxAiihVNS2LO3PWYM3c9TDMDwxiBrjfnDhJ7uYz9L3wVhmHdD+L4sZ9i8dI3l7w322suYkKp0gNtSun2axrOvLwN8y99Tcl7jh7J3nzTzB2s6+hciv6+A9YOjXCnZjIIKrvZHLrJlWGMl9ygzSi6gbwA9kiY7R2LMNB/GErT7B+WquL3Y3x80LPPRuEJIrtZTnLlf9318ANRqILMLhCNukuTQyD7DHoKQPh1t9I9KSieWHcproLIrptc+VV3E3qzZ5+HoiH2dTdEcbjCpIiIvCQifysibwXQBeAVAO6CdQP4UeSvMgHKD9+lAFwG4IMAvgXgrFLqcaXUpwP9IETkK01LIJls821D4MT4+EXrD5H82JDX3IE16263piuVO3vENMbKNVHWVVd/CO0di+xnvGx2sgkru5VyNfFG8da00svDOzqXYvWaTQVTqmcze7k5TR7BZLd6roKpuzTZTJW6S5OPX9ltbi682XB4dbfwKi2aXFh3Ka78yK6uN7nKlV91N93KG75PZnGtu2GJ/BUm1YiIAHjGftynlGqCdS+TmwG8DsA65DuFJlacbKdKAsD1sDpe/tTvdSaiySeZbCs7PXtpo1Ja7gyPHdvuz72enQYA6dZaowXme+K3PLapofUlyqudK73MmUa63lIyrb/vQNk2Kn0/wuzMpPhj3aX4Cq/uEjk1NHgUiWRx5sKou7wvBHmDdZeizTBGXeXKr7rb338IwCWu1p2oPO/qblhid4VJNSIyKiI/EZG7ROQVsK5AeSuAvwVwAJWvPiEiqoNVTpZf9utlX+2atdZ+mwLELL6JmkjRGSHTZ6ws28bKVe+3mtA0iJkpek1Mk+OMUl2c5iqRSEMrc98GTdPR3GSPdapUyfiiYmZyl+BW+n4kE60NfQaaepzkyu+6y71GqlcU6i6RW5Gou0R1Yt2lOGLdpTjzuu6GaVJ1mEwkIhdE5Fsi8kERWQHgagDfQ77ThEcaiahh02dcUXa6piXQvfBWAIDSEhAIxDSsh0huR+jSBTdXPNt+xsxVub+VlsjPb49rmj1zhMgNp7lavXZTxTZWXf0H1vxKy93ALddGQZ4rfT/C3gGiuBFHufK77hLVKxJ1l8gxcZwrP+suO6mpEay7FB/iKld+1d2ijheiOnhdd8M0qY+0KaUSSqmblFKfVkptBbANwC8jf08TVgMiasgNG++DqnLgt3vRLZgzdwMAe0db0+2HVX7nzrsRi5a8qeL8SincsPG+/PPC+e3ltqY51ii54yRXq9dsQjo9u1ITaGnpwuo1H842WJJtoPb3g8i5fI7CrbuNfg6aqlh3KV6Uq1z5VXdZc6kRrLsUH8p1rvyouzyhjRrled0N0aQbQFwpdSWse5j8EoCbAGTH/Cj85hcOxZWdzmvQiMiVdOsCJBKl4y5OtGzFOzB/wetwcP+/4/z5F6x503NxxZXvR3PLzJrzJxLN2PjKB3G+dy/2v/hw7iZv8y99DboX3Ypd2/+isQ9CU1KtXDm50WpH5xKsv/F+HD/6P+g58khu+spV78eMmav445E85SZXftXdplRnYx+CpjTWXYqbKNRdokaw7lLchFl3M5nhhtefyKu6e/W6j2L7U5/1e3Urin2HiVJqHqzOkeyN3gu7qSberyQ7LTv9BQA/th8/9X1liWhScbNz3NLShVWrf7+hZc2YeSWu3xDeBoMmHy9ypetN6F50K7oX3erhmhEVa23rxsyuK13N40fd3f70vXW3RwSw7lI8tLZ147obPuF6Pq/rLmsueYF1l6Ku3poLeFt3WXPJK57UXS3l4Rq5F7sOE6VUG4DXIN9JclnhywV/ZztJCjtITiHfQfJjETnh+woTEREREREREREREVHkRb7DRCmlA1iP/DBb1wHQsy8XvLWwgyT72kUAP0e+g2RvEOtMRERERERERERERETxEvkOEwDnkb8PCVB9mK0MgKdgdZD8N4AnRMQIaD2JKMZEBIYxAgDQ9WaORUueEjEhIr7kitklPzG7FEciJjKZYd9yxeySX7LjxzO7FDfMLsVRELlidskPzK7/4tBh0obiK0cmDrP1HPLDbP1MRHh3OKJJrL//EPY++3dYvPTNSKdn156hhqGh0zi4/5u4cGFf0fTpM67wbBlEAwNHsOWxTZ7mitmlIDC7FEcDA0fwxJaPA/A2V8wu+am//1AutwCzS/HB7FIcDQ2ewpbHNhVNY3Yp6kxzHHt2/Y2vuWJ2LXHoMMnKdpQIgG8D+E8APxGRk2GuFBEF73zvczjf+xwWdL8e3Ytuq6unW0TQc/gHONrzI0+WYZoZnD2zAyMjvUgm2zCzazVSqXZX6zQ21o8zp7fBMMfQ2joP02eshKbFqUxTLVHIroiUna+a/r6D6Os7AAUN06avQFv7Alfzl/t+ULxEIbsTse6SE2FnN5MZgmlmXOfK67rLi+7jJ+zslsO6S06Emd2xsT6cO/tsXbnyqu6Ojl4AcImreSl4GWMYiURL0bQwslsL6y4VunjxGEZGzpVMDzq7AGCKgeNHf9pQrhqtu36K2zdEAGgA3ghgFoAlSqn/BvCkiJihrhkRBUMEYppQmmYXcoWFi2vvaExUuCEQ04BAgIIDyUrpjpfRc/gR9Bz5YdG0A/u/AV1rwis2fAa63lR1XQxjFDu3fR7Dw2dKXrt0wc1YtORNLj4ZRZIITGPcVa4qaTS7Q4NHcfjgfznK1cWBo9i5/YHiiYesf9asu93RDk2l74eRGQV/TMZAhLJb3BbrLlVh5xZwl6tKGsnu6MhZbN38Mce58qvuWsPlzK05L4WoILdA+NktbYt1lyqIUHbHx/rw/N6vAHCeK6/rbnZ4Moo4EZhmpu6aWInb7FZvi3WXSjW6Pa/ETXZN08Dw4HEcOvjtojaCrLt+08JegToIgCSAjQDuAfALAL1Kqe8opT6klLo81LUjIn8pBSjkdsqP9jyKoaHTrpoYGjqd2xBY7ShoWgKansw9nC7jpX3/lt+JEbE2LHb/rWGO4vFf3AHTHC87L2BdUvn4L+7I7cSImBDTyG2Yjh39MV7a942qn8cwRh1/dgqJUq5yVYlX2XWSq4GBnqKdGDFNiJk/N2Hn9gdwceBo1TaqfT8EPM8hFiKWXSAadZcizs5tlLIbhbpLEVeQ2yhlF2DdpRoilV1xlSs/6m7hAUaKsvprYiX1ZLfS1f+su1SWWIMvhZ1dkYz9r/tceVF3gxCHDpO/BfAS8vctyQ7LhYLnHbCuOnkQwF6l1FGl1D8qpd6tlJoag6sRTSFKaVBKtwozgIP7/8PV/IcOfBsA7CtVrF5yAGhqmoF0eo7jZZhmBqdObrXbykAgVntQkIKzVQ4d+E7Fddn3/L9Yf4hAzAwUFJSmQyC5ZZ86uQUjw6WXXWYNDp5w8ekpDLqWBBCV7Fq5rJWrXdv/3Hq3vROkNA1K06wdGntnveSskALDw2drfD9cfXQKSbSy6yRXwdRdijZNJVzlqprGs+s8V37WXR7Aiwe3NbEa1l0KUnSyq1zlyo+6iyl2Y+TYsv83hZ1d08yUtMO6S5Wpurfn1dSTXUDqylWjdTcokR+SS0Q+CABKqQUAbrYfrwVQ2BFS2IECAPMBvNd+QCn1HID/hnVj+J+LyKD/a05EfmhtnY/R0V4oTYNpZqAAXLjwIkTE0TiNIoLzvc/ZfxvQ7IOBa6+9E62t8wAAgxdPYMe2+2ouY2y0F0pTEDGhlJ7fOVYKSiWs4q90nDyxGUuWvaXsvSTOnt1l/21CFYz3qJQG6yCLNfzYc3u+jHXXfRwTRaHnnWprbbsUl638TUe5qsS77Cp3uRJAaXruqbUzY+S2uP19B9HRuaSkjQP2mSWVvh8wxmp+ZgpfFLJbqFaugqi7FH1t7Quw7rq7HG/PK/EmuwpKaaHXXR7Ai77W1vm47oZ7ADjfF62kkexOxLpLtUQtu3X9jvK67lIs1HMMoJJ6s4syV92z7lJF9v/qsLObWxm7fT/q7sWLxxz+R/FHHK4wAQCIyFER+X8i8m4RmQvgagAfA/BDAEMoHvxv4hUoqwB8GMB/wRq+6+dKqbuVUuuV9X+ViGJC11NoappuPSk4kOZ0WCrDGCmZlk7PyW0IAKC1bZ6jZeTakvyZRGuvuaPCckvXr9y6ANaYjQDsNq3lDw2dLPveC+f3lZ1O0eM0V5V4mV2nucru8ADAwsVvxMLFbwRg7dhkL5vt6ztQvo3sD1cH3w+Ktihl102u/Kq7FB+Rya6L7Tnr7tSl66nc32Fmd+K1SKy7VEuUstvSYp0JHWbdbW2dX+NTUhToWrLO31HlNZLdiVh3qZr6jwGU12h26zl+5aTuhn1ycGw7C0TkWRH5SxH5ZQDTAbwKwGcAPA7AQL4DRVDcgZIEcCOAT8K6/8k5pdS3lVJ/EODqE1EDCnfKvWCUOdO93mV4MU64m35c3gciXqKc3UJucqVc7EpwHP34inJ2g667FC9Rzm4h1l2aKMrZZd2laqKc3UJ+1V2OOxsP5e4dEuXssu5Sll81sd5l+Hf8Kty8Topvi4hkRGSziNwjIhsBzATwqwC+AOAF5K80ySq8H0ongF8B8FfBrjUR1cMwxsrewErXmxzNr+vN+Sf22Rqjo71F9wEZvHjC0TKylyqiYGzwSmMtllu/onUpsGPb/dYfBWeUTJ9+edn3dnYuLTudosdprirxMrtOc5W7LBbAkUPfw5FD3wNQfEbItOkryraRHevUyfeDoi1K2XWTK7/qLsVHZLLrYnvOujt1FR6cCDO7EwfvYN2lWqKU3eHhU9aTEOsu7y8ZD6Zk6vsdVUEj2Z2IdZeqqfsYQAWNZree41dO6m5Hx0JH6++XyN/DpB4iMgBr+K3/AgCl1Fzk73/yOgDzUNztz4EmiWJicPA4EomW/HieAGbMWOVobEYAUEph2rQVuHBhn33TNKsg73jmPqTTs2EYYxgdPQ8ANZfR1DwL4+PnC4q9NU45RCBi5Obt6lpTdv2UUpg77yacPLHZHt88kxujVMQECsYbXbL8bWU/T7mxdCl6Lg4cxY5t9wGonatKvMuu5M4CcZQrpYp2XKxxRfPttbUvKNvGFVd+AM889emK3w9ueuMhWtmtnasg6i5F3+DFY3j6iU86zlUl3mTXzqab7bkPdZc3fY++wcHj2P7051zVxEoaye45e9z7LNZdqiVq2a3rd5SHdZfio5590UrqzS7KnJ3PuksV2btzkcguJNdJ4kfdTbfOmTh7oCbFFSYOnANwwn6cKpjOrRlRDIlpWjc6swvroqW/6mr+JcvfCsAeH1GM3OWtQ0On8xsCB8vQtATmzN2Ya8vauBgQiLWhsIv9ipXvqbgui7PtKgWlJSAQa7lQuY3NnLkb0dLSVbGNwrElKZpMsW6MFo3sWrmslavsWKRKafbOumnv0Oi5DpfceKVlNLfMrPH9cPXRKSTRyq6TXAVTdynaDHPcVa6qaTy7znPlZ92Fwx/NFC63NbEa1l0KUnSyK65y5UfdZQd1TNj/m8LOrqZKz2Nn3aXKpO7teTX1ZBdQdeWq0boblEnbYaKUWqeUukMp9SMA5wH8CMAdANZm3wIOLkkUP2LdlkjTreGwFnS/Aen0bFdNpNOzsaD79QBgtSOAaYznH2bG8TKWrXg7Ll3wOuuJUkVFvqVlFtbfeH/B0F2lNC2J9Tfen7tc0tpo6LmdoO5Ft2HZirdX/TxOL7WkEIm4ylUlXmXXSa7a2hcU7agoTSvYObJ2YiqdbZdV7ftR7XtBERKx7ALRqLsUcSKuc1XJZKq7FHHZ3EYsuwDrLtUQqewqV7nyo+6ygzo+6q2JldST3UpXAbDuUllKNbQ9r8RtdpXd0VdPrryou0GYNENyKaUWwxpy65cAvAbAjMKXJ7ydw3ERxZW9swBYG4LuRbfW1Uz3otsAKBztedQq0BX6j50sY9GSX0H3ottwvvd5DA2egKanMOuSa5BKdThaF11vwvob78fY2AB6z+7G+PhFNDXPRNesNdC0SVOmpzaliv5fhpnddOsCdC98g6NltbUvwI2veggXB47iwvl9EJjo7Fzqaii4St+PPbv+xnEbFKIIZbcQ6y5VpVTuB11WWNltap6J6zd8xnGu/Kq7p05scTw/haRMbgHWXYqBCGU3merE8sve4SpXXtfdfS981fF8FCKFsrkFgs1uz+HvV2yLdZfKaXR7Xomb7PYc/j6amueie+HNdeXKi7rrt9h+Q5RSM2DdjyR7X5LFhS8X/C0o7SDJvn4OwP8A+LH9IKIYmDbtMixZ/hbXveaFlFJYuPg2zJp9DQ4f+A56e/c2tAxNS2Bm11WY2XVV3euUSrVjzryNdc9P0ReF7Dody7RQW/uChs7y8OL7QeGKQnYnYt0lJ8LObiLRWtdBCa/r7umTT9TdFoUj7OyWw7pLToSZ3VSqE5fMvrauZXpVd5uaptXdBgUnkUhj4qAzrLsUdW1tlyKdntNwrspxk92ew9+HUnrDuWq07vopNh0mSqkmADchf/P2Nch3fDi9gmQIwC8A/ATAj0Vkhy8rS0S+6ehYjCuv/qBn7aXTs3HFVR+AiMAwRgFYZ2LUc1CZqJL29oVYd90fe5orZpeCwOxSHLW3L8TV6z7mea6YXfJTR8dirF77EQDe54rZJT8xuxRH6fRsrL32477litklP2ha0vdcMbuWyHeYKKU+DquDZAOA7ED91TpICl83AGxD/gqSrSIy5tOqElGMKaWQSDSHvRo0SSml+baDweySn5hdiiOlNF+zxeySX/zOFbNLfmF2KY6CyBWzS35gdv0X+Q4TAJ+D1SEycZitQoWvvQirc+QnAH4qIn3+rh4REREREREREREREcVdHDpMsioNs3UK9hBbsIbZOh7oWhERERERERERERERUezFqcMk20kyAODnsK8iEZG9lWchIvKPyMSL3SobGT6H5/Z8CUNDpwBYN8xauuLtaGnpcrys3nN78Pzer+SmdS+8BfMXvNbdShMVqJYrXW+qMmeeYYziyKEf4MTxnwEAksk2LL/sXZg+Y9WUG+eU/DM0eAy95/a4ypUfddf6Xlziev2Jslh3KQ4GL/bgya1/4jpXXtfdTGYYrLnUKNZdirrBiz34xc8/XFeuvKy7rLnkFU/qrhnuHTXi0GGSAfAE8vcheVJEjHBXiYgIGBo8ikxmpOa4ji/t+wZOndxSNO3ChRex7anPYM7cDVi24h1V589kRvDEljtLpvcceQQ9Rx5BU2qa63UnqpWr1Ws+jI7OJVXb6O87iN07HyqaNj5+Ec/t+TIA4IaN903pcU/JOyKmq1z5VXdHRy+4W3GiAqy7FCduc+VX3SVqBOsuxQnrLk0GXtXdXTv+0q9VdEQLdenOTBORV4rIp0VkKztLiChKnthyZ9UrTQ4f/G5uJ0ZME2Ia1kNMAMCpk1vRc/iRivOLSNHGprAN2MsdHDrpxUehKcRJrnbvfAjDw2crtjE0dDr/41GkuA1bre8HkXP5HIVbdxv9HDRVse5SvIirXPlVd8EsUwNYdyk+xHWu/Ki7rLnUKM/rbogi32EiIkNhrwMRUTW958qPDGiaGRw7+hMAgJgGlFJQmm49oCBmBgDQc+SHMO2/Jzrfm29bzAyUpuXaEJHcDhGRG05ztXf3Fyu2sXvHg9b8YkJEitsoyHOl7wd3yMkd5ShXftddonpFou4SOaYc58rPugsOdUQNYN2l+FCucuVX3WXNpUZ5XXfDFPkOEyKi6LIO+D6/98tlXz3f+7z9NrF2Pgp3QJQClJY7aHz2zM6ybex/8WGrCdOA0opHUVSaxoPOVBenuRoZOQfTLL2w0zQNZDL2+Qz2j8fiNhLWWUqo/P2wxsglcs5Jrvyuu+DvSKpTFOoukVuRqLtEdWLdpThi3aU487ruhokdJkREPhkcPAHA6hlXyiq3a9bdjrXX3AEAUErL9ZqPjpwr28b4+MWSaRtf+SA6Opf6sco0RbjJlWGMlJlW2tnR3rEIG1/5YMGU6js4Yd/EjeKqeq5YdymqolB3iZxKty4oeBZe3U3ovC8E1Y91l+JC01OucuVX3e3oWOxyzYmK+VF3w8JuRCKalExzHIYxCl1vhhbSGRO6lrL+UCp39sfO7Q/k35A9IwRAMtlWo7X8WSO7dz6Igf7D3q4sRUaw2a2dKy2b46JpTSVtDPQfxrO7vuBiyTxVf7Jh3aW4mip1lyYfv7I7OvJyydn0lfhZdzNlDqbQ5MC6S3HlR3ZNY8xVrvyqu1ZHzCWO14PiJa51Nyyx7jBRSs0C8GoAGwGsA9AFYAaAdgADAHoBnAWwDcBWAD8Vkcp3liGiWDPNcZx5eTv2v/i1kteWLX8HLplzHTQt6ckyDGMU2Yv0uhfeUva9s2Zfg0MHv22d4WFmoFRxyRXJX6Y4o2t12TbmzX81Thz/GZRSENOE0rT8xkYEYW9EyBtBZVfEuuzVTa50vXS5xdMkt1Pe33fAmmLmz3aq9P1IpmrtvFMcBJHdLCe58r/uevJRKAKCzC4QjbpLk0MQ2TWMUSS0lmjUXZo0WHcproLIrptc+VV3rWMcNJnEvu6GKJZDciml1imlvgrgKICvA/gQrE6Ty2F1h7bY/15uT/8j+33HlFL/pJRaG8qKE5FvRkZ6sXXz7WU3BADw0v5/w9bNt2NkpNfzZcxf8Nqy70+lOtDSMgsAoJQOMY2ih1LWDYR1vQmpVHvZNhYuvg12A4BCwfymdQmuw7P/KLqCzG72pn9Oc7V8xbsqtrly1fusJrI3cCvINhRyZzVV+n5k80/xFVR2rR9v4ihXftfdsHfcyRvBZtcShbpL8RdEdq0hw8Vxrvysuyy5k0dw2c1j3SUvBJHdbM0Nu+6Gfc8I8lYw2S3mdd0NU6yOtCmlkkqpPwfwFIB3AUjBLif2Q8o8Cl9PAXgPgKeVUp9XSnnXjUZEoRkb68czT37KeiIC08xYD2McpjEOMTO5jf8zT34KY2MDDS8ja/WaTdD1pgpzAWuu+d/WH0pBaXrRI7sj9Ir1n6k4v643YfWaD9tNaAXza7kNSCpZfieIoi/w7Nqc5Gr2nPWYPfeGiu3O7FqN2XOs17Pz5R72WVG1vh8UX8FnVznOlZ91t+immhRLrLsUV0Fl1zRHAShXufKr7vJC6skh2Ozmse5So4LIrjW3cp0rP+ou93MnjyCyW47XdTdMsekwUUpNgzWs1iZY612ugwQo7iBBmfcoe/6PAtiilOoM5AMQkW92PHOf9Ye9IdC0hPXQk9D0JJSWsM6stzcIL+z9h4aXAQAt6Xno6Kx+YzRdb8KGmx5AV9eaktfmzrsJG256oOYOdkfnEqy77o+RSKRLXlu56n1obuly9iEocoLObqFauVp+2Ttrtr38sndh2YrS9zU3z8Q1r7i75veD4ivQ7Nqc5srvukvxFkZ2s1h3qRGsuxRXrLsUV0Fk1zTGip6z7pIXgshuJV7V3e6Ft3q2TvWIxT1MlFIpAN8BcI09qfCoT7ZjxIQ1RNd5AIMAWgFMA9CNfMfQxI6VawB8Ryn1ehEprlJEFAtjYwMYH78IANaGoGDMw2nTVuDChX0AAE1PwjTGoelJ9PcfxNjYQMXLU50swzTHHN8oS9OSuHzVb0NEcsNz6HoTlIszONLp2bhh470wTQOGMQJNS+XGdzxy6PuO26HoCCO7E1XLlVNz5q7HnLnrYRjjMM0x+yZyHG5rMgs6uwCQbl2Aa6+/2/E6+lV3dxXeUJNiJ4zsTsS6S/UIOrvp1vm49vpPuMqVH3V3946HHM9L0cS6S3EVVHYBQbp1AdZe+zHXufK67u545l7H81F0BZHdWoO3eVF3u2ZdjUMHvuVqHi/FosMEwP0AbkJpR8l5AA8D+AaAbSIyOHFGpVQaVsfI22EN4zUDxVeb3ATgPgAf8XH9icgnZ04/AwDWeIj2WJ3t7Quxeu0m6yZoItiz66/R1/eSPfasdRO1kyc2Y+Gi2+peRj0X6CmlkEg0u56vkKbp0LTWhtqgaAgvu6W8yJWuJ13vBFE8BZ1dAK5++BVi3aVCYWS3EtZdciPI7ALWmPj1Hgz2su7WW/spOoLObjWsu+RGkNlVSkMyWX82vaq7vMfk5BBEdsU0HL0vzr+jIj8kl1JqCYDfR+mQW38LYImI/KGIPFauswQARGRIRDaLyIcALAHwxcKX7bZ+XynF6yiJYmjw4jEAVsHO3kBqxeXvyY39qZTC0hVvt//WcoV9dPhcQ8twenUJUSVhZZeoUUFnl8grzC7FVZDZJfISs0txxexSXAWR3drXmMRfHI6e3Akg24WvABgAfk9EPigifW4aEpF+EflDAO9H8f/dJIA7vFhZIgpWuTItHhfvyb8poDAwuxRXzC7FFbNLccXsUlwxuxRXzC7FVRDZnQri0GHyy8hfCSIAHhCRLzfSoIj8A4DPF7SpALypwfUkohA0N88EgNylhABwYN83IPbNq0RM7Hvhq9bfpgllDy/Q2n5pQ8sodz8IIjfCyi5Ro4LOLpFXmF2KqyCzS+QlZpfiitmluAoiu/nbiU9ekR5TRil1JYB5yHeQnQPwSY+a/ySA9wHIVqi5SqkrRWSPR+0TUQDmzr8JR3sehVIaTGMcStfQ1/cStjy2qeiGVgAgYkDTrAvWZl1ybUPLAEoPPls3tBqGpjXVPbatdSPBUeh6C28kOMmFkd16WTcSHAEA6HpzXWOKe/H9oGgIOrvVsO6SG2FkN/vj1C2v6y7FW5DZrYV1l9wIOrsiBkzTqCtXXtVdEQ7JOBkElV0nN7Vm3SU3gshutpOl0Vx5UXf9EukOEwArCv4WAP8pIqNeNCwio0qp/4Q1PFfh8thhQhQjqVQ7OjoWo7//EDQtAdMYh2bvRBRuCExjPHffkWSyDalUe0PLKDQ8fAZ7dn0Ro6O9RdOXrXgn5sxd72gZ587uxvN7/75oWiKRxuq1m5BOz3a8rhQfoWTXHMPQ4DEMDZ12lCvTHMehA9/ByRObi6Z3dV2NFSvfm9u5qqbS9yOZaAVwiePPQtERdHbLYd2leoSR3aHBo3hiy12Oc+VX3c1khsGaG19BZrf3XPmfw6y7VI+gszs0eBxbN3/UVa68rrtWvZ3reP0pmoLKbrWBf1h3qR5BZFcBGLzYg8d/cXtuWtB1129RH5Jrlv1vtotpl8ft75zwnL8iiGLo8lW/Y/2hFDQtATEzMI1x62FmYJoZa0Ng91avvfbjDS8jq7/vILY99WclOzEA8NK+r2P/i1+v2fb+Fx8u2YkBgExmCNuf/hz6+8ofMMziUEvxFXR2ASsvTnJlGKPYuvn2kp0YADh7dhe2br4dhlH9HIZq34/hkbMOPwFFUaDZnSAKdZfiK4zsOs2V33WX4o11l+KKdZfiKojsahWuGGHdpUYEkd2Jgqy7QYh6h8mMCc9f9rj97NGa7LXy0zxun4gCkEp14Nrr77GeKAWlJaDpSeuhJYo2BNdef4+rnvNKywCsA8+7dz6U+1tMo+BhdWKcPvU4zp3dXbHdUycfx+lTT1ht2PPl2rA7QnbvfLDqBuPiwFHXn4eiIfDsAshu8mrl6qmtd9tvlwnZNgB7iJmd2z5fcX7DGK35/aD4Cie7znIVRN2l+Ao+u+I4V37WXd7rM/6Cyu7EIdxYd6lRwWZXXOXKj7qLOodipOgJIrvlBiBi3aVGBZFdq966z1WjdTcoUe8w6ZvwfGIHSqOm2f9ma1S/x+0TUUCam2dgw00PYNmKd5Z9ffll78aGmx5Ac3P9ZWTiMsbH7ZIhAog1jmPuoZRV8IGyZ3VkvbTPOjNETBNKaVCalmsDgtwGo+fwD8vOPzY2AClzPxWKjyCzm7s6ykGuDHPUfqtRnG1Nz43NPDx8BmNj5Tedx47+JL+sMt8P/piMv6Cyq+v5g3e1chVE3aX4Cza7yvH23M+6S5NDENmdOHw46y55IbjsKle/o/youyVfIoq1ILI7EesuecH/7Kq6jl85rbvj44N1rpc3on4PkzP2v9mjKis9bn9ie2fKvouIYkHTkpgzdz3mzF0P08zAMEag681FQ2h5tYz9L3wV42P9SCRbIGLmDkZ0dC5Ff98Ba0dZ8jvLhjFecoM2o+heKALYN4ht71iEgf7DUJpm7+AoHD/2Uyxe+uaS9al2VgnFR1DZVUoHYEJEHOVKxLTnKaaUbr+m4czL2zD/0teUvOfokezNNyt8P8qeT0VxE0R2C9XMVQB1lyaHILPrZnvuX9318ANRqFh3Ka4C2d/VUwDCrbsJvdmrj0MRwbpLcRVEdus5fuWk7vb27vVsHesR9StMCgc+UwB+zauGlVLZ9gpPcT3sVftEFC5NSyCZbPNtJ6aSq67+ENo7FtnP8uXFNMdK3muapZcpdnQuxeo1mwqmVD8Lf3z8ovuVpEgLJrsOcyWSH9f0mjuwZp19U7eCK0RMozTblVT6ftDkMFXqLk0+U6fu0mTDuktx5Vd2m5sLbzYcTt1Nt/KG75MZ6y7FlR/Zrfv4lYO6K0Udf8GL+hUm2wGcR37orEuVUn8kIn/lQdsfBNCN/P/N8wCe8aBdIppy8md4bHlsU9l36GXONNL1lpJp/X0HyraRTLaVbdfLS39p6qmVK6W03BkeO7bdn3s9Ow0A0q3zaiyl9veDyL3w6i5RI1h3Kb5Ydyn6hgaPIpEszlzQdbe//xCAS9yvPFEJ1l2KtnqPXzmpu80t4dbRSF9hItYdY34Eq0qI/e/nlFKvbqRdpdRNAP5PQZsC4EciHFCdiJxrau4CkL3kO1P0mphmrsc8kUhDKzN+uKbpaG6yOzyUKrkRtpiZ3CW4yy/79bLr0DVrbUOfgaYicZ4rpQAxi+83IlJ0Rsj0GeVHy1y56v1WE5W+HxwfhupQM1cB1F0it1xtz32quzyRlOrFuktxFIm6S1Qn1l2Kh+KdS6/rbkfnEu9X2YVId5jYHkD+/4IASAP4vlLqg/U0ppT6XwB+CKC1YLLYyyEicqzwzA2lJSCmYT+scRuzPeOr126q2Maqq//Aml9puRu45doouFRy+owrys6vaQk0NU1r/MPQFJLvqKiWq+6Ft1rv1hIQSD6bku9wuXTBzRUv6Z0xc1V+iWW+H+wvoXrUylUQdZfIHXG8Pfez7hLVi3WX4kVc/Y7yo+6C5+FSg1h3KR7qO37lvO6WdgYGKfIdJiKyDcC/I39oRQC0APiCUmqnUup/KaWqXqejlJqllPp9pdQOAH8Dq9Ol8OqSfxeR7b59CCKalJRSuGHjffnnmm4/tFyv+Oo1m5BOz67UBFpaurB6zYezDRa3Ybth433WAeYKmpqmN/hJaCqqlavuRbdgztwNAOwd7QnZnDvvRixa8qaK8zv5fhC5FZW6S+RcPkfh1t1GPwdNVay7FC/KVa78qLvcz6VGse5SXNSTq0brblCifg+TrD8AsA7AUvt5trNjNawOkL9RSh0D8DyACwAGYV1BMg3ASgCX2vMVdrpk/30JwB/6uvZENGklEs3Y+MoHcb53L/a/+HDuJlbzL30NuhfdCl1vqtlGR+cSrL/xfhw/+j/oOfJIbvrKVe/HjJmruBNDnmpq7sINGz/rKFfLVrwD8xe8Dgf3/zvOn38BAJBOz8UVV74fzS0za85f7fvRe25vYx+EpizWXYobN7nyq+42pTob+xA0pbHuUtyEWXczmeGG15+IdZeiLpnqhMhY7nmQdTcIsegwEZFzSqlbAPwCwBxYHR3ZTpPs/4kFyHeMFJr4f0oKpp8EcIuInPN8pYloylBKYcbMK3H9hs/W3YauN6F70a3oXnSrh2tGVCqRSLvaOW5p6cKq1b9f9/IqfT/O9z5fd5tErLsUF61t3ZjZdaWrefyou9ufvrfu9ogA1l2Kh9a2blx3wydcz+dl3WW9Ja+w7lKUpVKdddXbrEbrrt8iPyRXlogcBHA1gEdQfKVI4UOVeVR6zw8ArBGRQ8F9CiIiIiIiIiIiIiIiiqLYdJgAgIicEZHbALwHwHYUd4wApZ0jhVeTZB/PAPh1EXmjiJwJcPWJiIiIiIiIiIiIiCiiYjEk10Qi8jUAX1NKXQ/glwBshHWPk5ko7gQyAZyF1bmyFcCjIvJ0wKtLRDEgIjCMEQCArjdzPE/ylIgJEfElV8wu+YnZpTgSMZHJDPuWK2aX/JK99wGzS3HD7FIcBZErZpf8wOz6L5YdJlki8iSAJwunKaU6ALQDGBCR/lBWjIh8099/CHuf/TssXvpmpNOzG25vaOg0Du7/Ji5c2Fc0ffqMKzxbBtHAwBFseWyTp7lidikIzC7F0cDAETyx5eMAvM0Vs0t+6u8/lMstwOxSfDC7FEdDg6ew5bFNRdOYXYo60xzHnl1/42uumF1LrDtMyrE7SdhRQjSJne99Dud7n8OC7teje9FtdfV0iwh6Dv8AR3t+5NsyJurvO4i+vgNQ0DBt+gq0tS9wNb9pZnD2zA6MjPQimWzDzK7VSKXaG14vCk4Us+tFrsbG+nHm9DYY5hhaW+dh+oyV0LRJt4sxpYWd3UxmCKaZcZ0rr+uuiOFqfgpf2Nkth3WXnAgzu2NjfTh39tm6cuVl3R0b6wdwiav5KXysuxQHGWMYiURL0bQwsgsA4+P96DnyaN258qrujo5eAGtutF28eAwjI+dKpgedXSfifvyK1Z2I4kUEYppQmmYXcoWFi29z3UzhhkBMAwIBRHKvK6XXXMbY2AVHy7o4cBQ7tz9QPPGQ9c+adbc72qHpOfwIeo78sGjagf3fgK41IdXU6Wg9KEQiMI1xR7mqxYvs5tuqnKtXbPgMdL2p6roYxih2bvs8hodLbwl26YKbsWjJm1x8MoqkiGR3dOQstm7+mONc+VV3rSFH5tacl0Jm5xZwVxMrYd2lQBTkFgg3u+NjfXh+71cAOM+VH3XXqrnLas5HIYtQdsu3xbpLZYjANDN156oSt9kFgLHRC+g5/IPce8Kqu9mh9SjaGq2JlbjJrmlWP4nMi7q799m/c/0ZvBSrm74TEUEpQCG3U36051EMDZ121cTQ0OnchsBqR0HTEtD0ZO7hZBnjY/14ad83qi5rYKCnaCdGTBNimrnnO7c/gIsDR6u28dK+f8tvbESsjZdYbRjmKAYGjtT8zBQypRznqhqvsgvUztXjv7gDpjledl7Auhz48V/ckfvxKGJCTCO3U3Xs6I9rfj8oBiKWXSe58rvuUgzYuY1SdgHWXaqhILfhZ1dc5cqvugupOgtFRaSyW4x1lyqrP1eV1JNdEQEgrnPlR90tPDhOESWCKGRXJFOxLa/q7ujoeVefwWvsMCGi2FFKg1K6tVMB4OD+/3A1/6ED3wYA+0oVq5ccAJqaZiCdnuNqGadObsHIcOklkVm7tv+5tSx751ppGpSmWTs09kaj5KyQAsPDZ3Hq5FZ7fTMQiLXOUJAJZ8RQdOlaEkB0sus0V4cOfKfiuux7/l+sP0QgZgYKCkrTIdkdftT+flD0RSe7znPlZ91lzY0HTSVcb88rYd2lINWzL1pJY9lVrnLlV92l+IhOdvNYd6kqe8SisLNrmhmgjlz5UXcxxW7qHU+qoeNXldST3XK8rrth4pBcRBQrra3zMTraC6VpMM0MFIALF16EiDgap1FEcL73OftvA5p9MHDttXeitXUeAGDw4gns2Hafg2VYBfy5PV/Guus+jomKzugQFP3ws3ZmjNyOWn/fQXR0Lilp44B9ZomICaX0/E6MUlAqUXVjRdHR2nYpLlv5mw5zVZ6X2XWSK6V0nDyxGUuWvaVk/UQEZ8/uyrdRMM6uUhqsg9vW0HmVvh+GMerovx2FKwrZtSgopdXMld91lz8k46GtfQHWXXeXi+15ed5k1xKFukvR1to6H9fdcA8AN/ui5TWS3SynufK37tb8qBQBUctuFusu1VLfMYDy6s0uYCJ7Lnsk6i5Fm/2/KezsVuJ13Q0TrzAholjR9RSamqZbTwoORjg9+GoYIyXT0uk5uQ0BALS2zXO1jKGhk2WnXzi/z2rC3uEBgIWL34iFi98IwNqxyV4229d3oHwb2Z1/yZ/xsfaaO8q+l6LNba4m8jK7bnJVbv3KrQtgjZULwG7TWn6l74eRKd8GRU9ksusgV6y7VCgy2UU06i5Fm66ncn+HmV0B0NJinU3KuktORCm7hVh3qRpdSzZ0DGCiRrILuMuVX3W3tXV+tY9IEdHo8auJGs1uIb/qbhhCucJEKfUPYSy3BhGR94W9EkRUW+FOuRcMY8yXZQic94grF/3XYfe0U/2inF0vcmWdFeVweRyYPFainN1CrLs0UZSzG3TdpXiJcnYLse7SRFHOLusuZU28EhQIN7vufkf5U3dLux0pivzanvu1jLhuz8Makuu3EK1vYrYLlx0mRBFnGGMYHe0tma7rTY7m1/Xm/BO7x3t0tBeDgyeKLjcsd5OsSsuYPv3ystM7O5dai7Evi1WajiOHvpd7vfCMkGnTV5RtI52eg6GhU0B27Hylqo5FStHlNlel7/Muu25yVW79italwI5t91t/FJxRUun7kajQBkVPZLLrIFesu1QoMtlFNOouRVvhwYkws6sADA+fQiLZwrpLjkQpu4VYd6kaUzINHQMofV/92QXc5cqvujs4eALAAkefl8LT6PGr0vc1lt1CftXdMIR9D5MoDJIXpY4bIqphcPA4EomW/JiIAGbMWOVobEYAUEph2rQVuHBhn33jKWtnYscz9yGdnm13yJwHAAfLsJ4vWf62sssqGitUqaIdF2tc0Xx7be3ld0yuuPIDeOapT+fHIrXH8YcIRIzc+lG0XRw4ih3b7gPgJFfleZldp7nq6lpTdv2UUpg77yacPLHZvq9EJjdGqYgJFIzzXOn7oSeiszNElUUnu3Y2a+TK77ob9s0HyZnBi8fw9BOfdLE9L2+y1V2KtsHB49j+9Odc7ouW10h2zxWOHe4gV/7WXUcfl0IWtexmse5SLfUdAyiv3uyioNaFXXcpBuysRCK7ZXhdd8MU9rWE4vJR73zV2iKimBHTtM+ksErYoqW/6mr+JcvfCsAe21OM3CWCQ0On8xsCh8uYM3cjWlq6Ki4rOxapUpq90TDtDZCe2wDkxisto7llJubM3ZhbX2sDZkAg1o4Ub84WC6ZYN0aLSnad5mrFyvdUXJfF2XaVgtISEIi1XKjcTn6t7wdFX3Sy6zxXftZd1tx4MMxx19vzSlh3KUj17ItW0lh2xVWu/Kq7FB/RyW4e6y5VZR8VDDu7mkoAdeTKj7rLE4PiQBo6flVJPdktx+u6G6awOkx66nwcATCK4q5PVfAwAfQBOGH/a054vdCI3V5Pwb9EFHVi9XlqehIAsKD7DUinZ7tqIp2ejQXdrwcAqx0BTGM8/zAzjpaRTHVi2Yq3V11WW/uCoh0VpWlFG5g1626veNZH1rIVb8elC15nN6CKdoJaWmahvX1hzc9MIRNxnKtqvMouUDtX62+8H5qWrLgumpbE+hvvz11Ka+2s67kdm+5Ft9X8flAMRCy7TnLld92lGBBxXRMrYd2lwGRzG4nsKle58qvu8oTnmIhUdoux7lI19eaqknqya51lr1znyo+6G/YBanJAqYZqYiVus6tU5QGrvKq71d4ThFCG5BKRRW7nUUolAfw5gD+A1ResYHWe/BeAbwHYJiL7y8y3HMA1AH4NwJsANNnzpwB8F8DtIjJe1wchouBlf0DB2hB0L7q1rma6F90GQOFoz6PWzkWF/uNqy0ilOh0tq619AW581UO4OHAUF87vg8BEZ+fS4ktpa1i05FfQveg2nO99HkODJ6DpKcy65BqkUh3Y/vS9jtuhkCgFTctvcsPObla1XDmh601Yf+P9GBsbQO/Z3Rgfv4im5pnomrWm6PNSjEUku03NM3H9hs84zpVfdffUiS2O56cQKZX7QZfFukuRVya3QDjZTaY6sfyyd7jKlR919/ixnzqel0IUoeyWw7pLZSmUzS0QbHZ7Dn8fqaYZWND9Gte58rru7nvhq47no/A0WhMrcZPdnsPfr9qWF3V3zbqP4ekn7nH7MTwTi+qulGoG8EMAr8xOAvAwgI+JyKlq89qdKPsBfF0pNRtWp8uv2y//IYDVSqlbRWTEl5UnIs9Nm3YZlix/i+te80JKKSxcfBtmzb4Ghw98B729ez1fxkRt7QtqnuVRjaYlMLPrKszsusqzdaJgRTG7XuQqlWrHnHkb656foi/s7CYSrXUdlPC67p4++UTdbVE4ws5uOay75ESY2U2lOnHJ7GvrWqaXdffMy9vrbofCw7pLcZBIpDFxtP6wsptMtmHBwjfUvUyv6m5T07S626BgtLVdinR6ji/Hr9xkt1aHCRD/41ex6DAB8E8AXmX/LQA+KiIPum1ERE4DeI9S6ikAfwmr4+WVAP4ZAK+jJIqBjo7FuPLqD3rWXjo9G1dc9QGICAxjFIDVm+30BllETrS3L8S66/7Y01wxuxQEZpfiqL19Ia5e9zHPc8Xskp86OhZj9dqPAPA+V8wu+YnZpThKp2dj7bUf9y1XzC75QdOSvueK2bVEvsNEKfUmAG9Dvuv3oXo6SwqJyF8ppRYC+AisTpO3KKV+VUS+09DKElFsKaWQSDSHvRo0SSml+baDweySn5hdiiOlNF+zxeySX/zOFbNLfmF2KY6CyBWzS35gdv0Xh7tX3mn/qwCcB/AnHrX7CQC9yN8P5Q6P2iUiIiIiIiIiIiIiopiJdIeJUmougPWwOjUEwLdFZNiLtu12/hNWZwkA3GAvj4iIiIiIiIiIiIiIppioD8l1HawOjexwXDs8bn9ie68AwGG5iMgVEUHvuT14fu9XctO6F96C+QteC11vctSGYYziyKEf4MTxnwGwbvy2/LJ3YfqMVVNurEjyVyYzDBFxnKuR4XN4bs+XMDR0CoB1s7elK96OlpYuR/NX+n6ImO5XnsjGuktxMTR4DL3n9rjKlR911/peXOJ6/YmyWHcpDgYv9uDJrX/iOlde1t1MZhist+QF1l2KsrHR8/jFzz8MoL5cNVp3/Rb1DpPF9r/ZTpPTHrd/xv432yGzyOP2iWiSy2RG8MSWO0um9xx5BD1HHsHqNR9GR+eSqm309x3E7p0PFU0bH7+I5/Z8GQBww8b7pvTYkeSt0ZEz2PLYJke5emnfN3Dq5JaiaRcuvIhtT30Gc+ZuwLIV76g6f7Xvh/Vjco7r9Sdi3aU4ETFd5cqvujs6esHdihMVYN2lOHGbK7/qLlEjWHcp6sbHB5BItth/B1t3gxDpIbkAtE54PsPj9qfXWB4RUUUiUrQTI6YJMQ2IaQBi9cPu3vkQhofPVmxjaOh0fidGpLgN2xNb7oSIVGgBGB3pbfCT0FRUK1eHD343txNTmMvslSGnTm5Fz+FHKs7v5PtB5FZU6i6Rc/kchVt3G/0cNFWx7lK8iKtc+VF3uZ9LjWLdpbioJ1eN1t2gRL3DJHsUMPtfeqXH7Wfby14vdN7j9oloEjOMkdzfYmagNA1K06E0HSKSK/h7d3+xYhu7dzxozS+mNUxSYRtmJve+3nN7y85vmhmMjvV58Glo6sjvvFTL1bGjP7HebRpQSuVyqaBy2ew58kOYBTktdL4333a57wcP3lE9auUqiLpL5I5yvD33s+4S1Yt1l+JFufod5UfdBYc5ogax7lI81Hf8ynndNcq2EZSod5icKPhbAXiL8miQPaWUBuAtKD5kc6LC24mISoyNngNgF3qteIRDpWm5sz9GRs6VLfamaSCTGbKe2DsxxW0krLOUADy/98tl1+F87/MNfQaaipTzXIlYP/oKN71KASqf77NndpZtY/+LD1tNVPp+sMeE6lAzVwHUXSK3XG3Pfaq74PE7qhPrLsVRJOouUZ1Ydykeincuva6758+/4P0quxD1DpNnUHxEZT6Aj3nU9kcAXFrwXAA85VHbRDQFlLtp9cZXPoiOzqUl0wuvRslPGy6Z1t6xCBtf+WDhUqquw+Ag+3mpHs5yJWLCOr8AWLPudqy95g4AgFJaLv+jI+fKtjE+frFkWqXvB5FTbnLlV90lqg/rLsUT6y7FSbp1QcGzcOpuR8fiMu8kco51l+Ki3uNXTurueMj334t0F7iInFBK/QLATbD+qysAn1ZKvSgi/1Vvu0qpXwbwZwVtCoAtInLSg9UmoggwzXEYxih0vRma72f75HvFd+98EAP9h0veoWmpMtOaStoY6D+MZ3d9wfGS9TLtUrwFm93ycrlSKnf2x87tD+TfkD0jBEAy2VajtdrfD5ocpkrdpcmHdZfiinWX4sqv7I6OvFxyNn0lftVd64DgJS7WmuKEdZfiyo/s1n38ykHdTSTSnqxjvSLdYWJ7EFaHCWB1bDQD+KZS6nMA/o+IjDptSCmVAvBxAH8CIInirq+/9GRtiSg0pjmOMy9vx/4Xv1by2rLl78Alc66DpiU9WYZhjCKZ7IQgA6WsIY6UpuV3YiTbH2vR9dLlFk+T3Mahv++ANcXM97p3L7yl7PrMmn0N9u97uKHPROELKrsiBgBxlKtDB79tneFhZqBU8e6CSP7y8Bldq8u2MW/+q3Hi+M8cfT8ovoLIbiE3ufKr7tLkEGR2nW7P/a27nnwUigDWXYqrILJrGKNIaC2h1l3DcHyIimKCdZfiKojsuj1+5bTudk5f0dB6NSrqQ3JBRP4TwHeRrwgCq7PjTwG8pJT6nFLqOrszpIRSKmW//jkABwDcg3xnSfbqku+KyLf9/SRE5KeRkV5s3Xx72Q0BALy0/9+wdfPtGBnp9WwZyVSn9YJSgLLGGLUepnWJoX120/IV76rY5spV77OayN7ALdeGYVUou3d9/oLXlp0/lerwdOeMghdkdnM3rHSQq5aWWfZb9aJcWjdns24grOtNSKXay7axcPFt+WWV+X6wvyT+gspu4YGHWrkKou5S/AWbXXG8Pfez7rLHZHIIIrsyISqsu+SF4LIrrn5H+VF3S75EFGtBZHci1l3ygv/Zre/4ldO6m0y21rle3oh8h4ntfQCeRXGniYJ1T5M7ATwBYEAptV8p9YxS6uf2v/sBDNiv32m/P9tJkvWs3T4RxdTYWD+eefJT1hMRmGbGehjjMI1xiJnJ7bg+8+SnMDY20PAyAGt8xdVrPpz7W2m6/bD+BoDZc9Zj9twbKrY7s2s1Zs+xXs/Ol3vYvfOr12yCrjdVbKO1dZ7rz0PREHh2AWQ3pbVyteaa/22/XRXnUtNzO0KvWP+ZivPrelPN7wfFVzjZdZarIOouxVfw2VWOc+Vn3S26qSbFUlDZNc3is+NZd6lRwWZXucqVH3WX9XbyCCK75brXWHepUUFkN1dvXeaq0boblFh0mIjIOQCvAbAdxZ0m2Y4TBeuqkaUA1gG40f53qT09+57sPLCfbwPwOhHxriuYiAK345n7rD/sDYGmJayHnoSmJ6G0hHVmvb1BeGHvPzS8jKyOziVYd90flx1fceWq92H5Ze+s2fbyy96FZStK39fcPBPXvOJudHRWv3FgdsNE8RN0dgFA0xKOcqXrTdhw0wPo6lpT8trceTdhw00P1NzBrvb9SLdwbOc4CzS7E0Sh7lJ8hZFdp7nyu+5SvLHuUlyx7lJcBZFd0xgrO511lxoRRHYnCrLuBiEO9zABAIhIr1LqBgCfAHAX8sNqVbresdJ0BWAcwOcAfFZEMhXeR0QxMDY2gPHxiwBgbQgKxuucNm0FLlzYBwDQ9CRMYxyankR//0GMjQ1UvLTayTJMM79jk07Pxg0b74VpGjCMEWhaquxYotXMmbsec+auh2GMwzTH7Btx8Sz8ySyM7AJAS3oeWlq6HM2vaUlcvuq3ISK5YZF0vQnKxZlzlb4f25++13EbFC1BZ7cc1l2qRxjZTbcuwLXX3+14Hf2qu7sKb6hJscO6S3EVdHbTrfNx7fWfcJUrr+vujme4jzsZBJXdakNmsu5SPYLIrgBobevGuuvurCtXXtRdv8WmwwQA7M6NTyql/hnAHwD4TQAzyr0V5UdH7wXwjwD+r4gc8Gs9iSg4Z04/AwDWWJ72eIft7Quxeu0m60ZSItiz66/R1/eSPX6ndSOqkyc2Y+Gi2+peRrkL9DRNh6Y1Ns6iridd7wRRPIWXXfeUUkgkmuueH/Dm+0HREHR2q2HdJTfCyG69P/xYd6lQkNmthXWX3Ag6u0rpdR8M9qruNrLPTdHBuktxFUR2xTQANJ4rL+quX2I5jouIHBSRjwGYB+BVsO5P8g0APwOwE8BB+9+f2dPvtN83T0RuZ2cJ0eQxePEYAKtgZ29+tuLy9+SGqVJKYemKt9t/a7nCPjp8rqFlaFqs+pspgsLKLlGjgs4ukVeYXYqrILNL5CVml+KK2aW4CiK71a6MmixifcRPRMYAbLYfRDQFlSvT4nHxnvybAgoDs0txxexSXDG7FFfMLsUVs0txxexSXAWR3amAp5sSUaw1N88EgNylhABwYN83IPbNq0RM7Hvhq9bfpgllX6Ld2n5pQ8sovPE7UT3Cyi5Ro4LOLpFXmF2KqyCzS+QlZpfiitmluAoiu+XvgjG5xPoKEyKiufNvwtGeR6GUBtMYh9I19PW9hC2PbSq6oRUAiBjQNGt8xVmXXNvQMgD3B5+tG1qNAAB0vbmucc2tG74NQ9OaOAZpzIWR3Uq8yJV1I8FR6HoLbyQ4yQWdXaud+s6K8rruUryFkd1KWHfJjSCzm23DNI26cuVl3a239lN0BJ3dalh3yY2gsnvowLcgYmJ8/GLdufKq7opwONHJIIjsOj0xKM7Hr9hhQkSxlkq1o6NjMfr7D0HTEjCNcWh2IS7cEJjGeO6+I8lkG1Kp9oaWAQCmWfkAdCHTHMehA9/ByRPFowd2dV2NFSvfm9tAVTM8fAZ7dn0Ro6O9RdOXrXinw09BURNKds2xoter5WrO3PWOlnHu7G48v/fvi6YlEmmsXrsJ6fRsx+tK8RF0dgFgaPAonthyl+Nc+VV3M5lhAJc4/hwULWFkdyLWXapHkNntPbcHQ4PHsXXzR13lyo+6a9VcZjrOgs5uOay7VI+gsgtoGBo8hie3/gkAd7nyuu5aNXeu4/WnaAoiu7W65LyouxfO76v9Jh9FfkgupdTlYa8DEUXb5at+x/pDKWhaAmJmYBrj1sPMwDQz1obAPtNi7bUfb3gZADA8dBL9feUPiGQZxii2br69ZCcGAM6e3YWtm2+HYYxWbaO/7yC2PfVnJRsbAHhp39cxMnzW4aegqAk6u4Vq5Wr/i1+v2fb+Fx8u+fEIAJnMELY//bma3w+Kr0Cza3OaK7/rLsVbGNnNYt2lRrDuUlyx7lJcBZFdbcJZ96y75IUgsluJV3X34IFvebZO9Yh8hwmA55RSR5VS/6iUeo9Sak7YK0RE0ZJKdeDa6++xnigFpSWg6UnroSWKNgTXXn+Pq57zSsvI2r3zwao7Ik9tvdv6QwRiGkUP2MMM7Nz2+YrzG8Yodu98yG7CnNCGNSzY2PiA689D0RB4dm1OcnX61OM4d3Z3xXZPnXwcp089YbVhz5drwx4rtdb3g+Ir+OyK41z5WXd5v8T4Y92luAoqu9bwg+IqV37VXXBIrkkh2Ozmse5So4LIrjW3uM6VH3WXNXfyCCK75Xhdd8MUhw4TAJgH4L0A/gnAcaXUHqXUg0qpNyml2kJeNyKKgObmGdhw0wMVh6haftm7seGmB9DcPMPzZfQc/mHZ94+NDcAwrZ0cEQNK04se2TFCh4fPYGysv2wbx47+BHYDgKC4DaWsHRuKtSCzm706ymmuyp1Nl/XSPuvMEDFNKKVBaVquDQhyO9yVvh8cIzf+gsqurjcBUI5y5Xfdpckh2OxaolB3Kf6CyK51/EQ5zpWfdXfi1bEUX8FlN491l7wQRHazNTfsusuaO7kEk91iXtfdMMXpHiaF39wrAKwE8CEAhlLqaQA/th+Pi0gmhPUjopBpWhJz5q7HnLnrYZoZGMYIdL05d5DYy2Xsf+GrMAzrfhDHj/0Ui5e+ueS92V5zERNKlR5oU0q3X9Nw5uVtmH/pa0rec/RI9uabZu5gXUfnUvT3HbB2aIQ7NZNBUNnN5tBNrgxjvOQGbUbRDeQFsG9u3N6xCAP9h6E0zf5hqSp+P8bHBz37bBSeILKb5SRX/tddDz8QhSrI7ALRqLs0OQSyz6CnAIRfdyvdk4LiiXWX4iqI7LrJlV91N6E3e/Z5KBpiX3dDFJcrTBTsftaCh7IfCQA3APgEgJ8B6FVKfV8p9VGl1OpwVpeIwqZpCSSTbb5tCJwYH79o/SGSHxvymjuwZt3t1nSlcmePmMZYuSbKuurqD6G9Y5H9jJfNTjZhZbdSribeKN6aVnp5eEfnUqxes6lgSvVsZi83p8kjmOxWz1UwdZcmm6lSd2ny8Su7zc2FNxsOr+4WXqVFkwvrLsWVH9nV9SZXufKr7qZbecP3ySyudTcscbjC5B0AbrYfiwumT6wg2W6qNgC32A8opc4A+B/YV6CISI+va0tEU04yWX5kwOyljUppuTM8dmy7P/d6dhoApFvn1VhKvid+y2ObGlpforzaudLLnGmk6y0l0/r7DpRto9L3I8zOTIo/1l2Kr/DqLpFTQ4NHkUgWZy6Musv7QpA3WHcp2gxj1FWu/Kq7/f2HAFziat2JyvOu7oYl8leYiMi/i8jvichSAEsBfADANwCcQ/4qk4lXoKBg+iWwOl2+DOCQUmqfUur/KqXeopSaHuynIaLJxdoILL/s18u+2jVrrf02BYhZfBM1kaIzQqbPWFm2jZWr3m81oWkQs3i0QTFNjjNKdXGaq0QiDa3MfRs0TUdzkz3WqVIl44uKmcldglvp+5FMtDb0GWjqcZIrv+suTySlekWh7hK5FYm6S1Qn1l2KI9ZdijOv626YIt9hUkhEDonIV0TknSJyCYB1AO4A8CiAYVTuQCmcvgz5TpeXlVJPK6XuVUq9LvAPRESTwvQZV5SdrmkJdC+8FQCgtAQEAjEN6yGS2xG6dMHNFc+2nzFzVe5vpSXy89vjmmbPHCFyw2muVq/dVLGNVVf/gTW/0nI3cMu1UZDnSt+PsHeAKG7EUa78rrtE9YpE3SVyTBznys+6y05qagTrLsWHuMqVX3W3qOOFqA5e190wxfpIm4jsFJEHRORWANMBvAbAZwE8CcBE+c6Twg4UHcWdLkRErtyw8T6oKgd+uxfdgjlzNwCwd7Q13X5Y5XfuvBuxaMmbKs6vlMING+/LPy+c315ua5pjjZI7TnK1es0mpNOzKzWBlpYurF7z4WyDJdkGan8/iJzL5yjcutvo56CpinWX4kW5ypVfdZc1lxrBukvxoVznyo+6yxPaqFGe190QTZoBxEVkHMDP7cfdSqkOAK9G/v4nlxe+fcLsrApE5Fq6dQESidJxFydatuIdmL/gdTi4/99x/vwL1rzpubjiyvejuWVmzfkTiWZsfOWDON+7F/tffDh3k7f5l74G3Ytuxa7tf9HYB6EpqVaunNxotaNzCdbfeD+OH/0f9Bx5JDd95ar3Y8bMVfzxSJ5ykyu/6m5TqrOxD0FTGusuxU0U6i5RI1h3KW7CrLuZzHDD60/kVd29et1Hsf2pz/q9uhVNmg6TiUSkH8B37QeUUvMAvA7W/UxuAy/wJaIGudk5bmnpwqrVv9/QsmbMvBLXbwhvg0GTjxe50vUmdC+6Fd2LbvVwzYiKtbZ1Y2bXla7m8aPubn/63rrbIwJYdykeWtu6cd0Nn3A9n9d1lzWXvMC6S1FXb80FvK27rLnkFU/qrpbycI3cm7QdJllKqRSAG5G/0mQtim8Mz44TIiIiIiIiIiIiIqIpblJ2mCil1gD4JVgdJDcCKBwzp7CThJ0lREREREREREREREQ0OTpMlFLdsDpIfgnAawEUDtaXHTOnsJOkcBydPQB+DOC/fV5NIoowEYFhjAAAdL2ZY9GSp0RMiIgvuWJ2yU/MLsWRiIlMZti3XDG75Jfs+PHMLsUNs0txFESumF3yA7Prv1h2mCilpsHqGMkOs7W08OWCvwX5DpLs9GOwOkh+DODHIvKy3+tLRN7p7z+Evc/+HRYvfTPS6dkNtzc0dBoH938TFy7sK5o+fcYVni2DaGDgCLY8tsnTXDG7FARml+JoYOAIntjycQDe5orZJT/19x/K5RZgdik+mF2Ko6HBU9jy2KaiacwuRZ1pjmPPrr/xNVfMriUWHSZKqSSAjcgPs7UOgJZ9ueCthR0k2df6APwM+Q6SFwNYZSLy0fne53C+9zks6H49uhfdVldPt4ig5/APcLTnR54swzQzOHtmB0ZGepFMtmFm12qkUu2u1mlsrB9nTm+DYY6htXUeps9YCU2LRZkmh6KQXRH3o1H29x1EX98BKGiYNn0F2toXuJq/3PeD4iUK2Z2IdZecCDu7mcwQTDPjOlde110Rw9X8FL6ws1sO6y45EWZ2x8b6cO7ss3Xlyqu6Ozp6AcAlrual4GWMYSQSLUXTwshuLay7VOjixWMYGTlXMj3o7AKAKQaOH/1pQ7lqtO76KfLfEKXUI7DuQ5KtZOU6SLLTFYAxAE/AGmLrxwCeFhEzmLUlIt+JQEwTStPsQq6wcHHtHY2JCjcEYhoQCFBwIFkp3fEyeg4/gp4jPyyadmD/N6BrTXjFhs9A15uqrothjGLnts9jePhMyWuXLrgZi5a8ycUno0gSgWmMu8pVJY1md2jwKA4f/C9Hubo4cBQ7tz9QPPGQ9c+adbc72qGp9P0wMqPgj8kYiFB2i9ti3aUq7NwC7nJVSSPZHR05i62bP+Y4V37VXWu4nLk156UQFeQWCD+7pW2x7lIFEcru+Fgfnt/7FQDOc+V13c0OT0YRJwLTzNRdEytxm93qbbHuUqlGt+eVuMmuaRoYHjyOQwe/XdRGkHXXb1rtt4Tu9QDSKB5WKyv7/FkAfwHgNgAzROTVIvJZEXmSnSVEk4xSgEJup/xoz6MYGjrtqomhodO5DYHVjoKmJaDpydzD6TJe2vdv+Z0YEWvDYpcdwxzF47+4A6Y5XnZewLqk8vFf3JHbiRExIaaR2zAdO/pjvLTvG1U/j2GMOv7sFBKlXOWqEq+y6yRXAwM9RTsxYpoQM79J3bn9AVwcOFq1jWrfDwE3z7EQsewC0ai7FHF2bqOU3SjUXYq4gtxGKbsA6y7VEKnsiqtc+VF3Cw8wUpTVXxMrqSe7la7+Z92lssQaVCns7Ipk7H/d58qLuhuEOHSYAPkrSbKPHgD/D8C7AcwRkTUicruIPCIiQyGuJxEFQCkNSulWYQZwcP9/uJr/0IFvA4B9pYrVSw4ATU0zkE7PcbwM08zg1MmtdlsZCMRqDwpScLbKoQPfqbgu+57/F+sPEYiZgYKC0nQIJLfsUye3YGS49LLLrMHBEy4+PYVB15IAopJdK5e1crVr+59b77Z3gpSmQWmatUNj76yXnBVSYHj4bI3vh6uPTiGJVnad5CqYukvRpqmEq1xV03h2nefKz7rLA3jx4LYmVsO6S0GKTnaVq1z5UXcxxW6MHFv2/6aws2uamZJ2WHepMlX39ryaerILSF25arTuBiXyQ3JNoACYAE4COG4/zoe6RkQUqNbW+Rgd7YXSNJhmBgrAhQsvQkQcjdMoIjjf+5z9twHNPhi49to70do6DwAwePEEdmy7r+YyxkZ7oTQFERNK6fmdY6WgVMIq/krHyRObsWTZW8reS+Ls2V323yZUwXiPSmmwDrJYw489t+fLWHfdxzFRFHreqbbWtktx2crfdJSrSrzLrnKXKwGUpueeWjszRu5HRn/fQXR0Lilp44B9Zkml7weMsZqfmcIXhewWqpWrIOouRV9b+wKsu+4ux9vzSrzJroJSWuh1lwfwoq+1dT6uu+EeAM73RStpJLsTse5SLVHLbl2/o7yuuxQL9RwDqKTe7KLMVfesu1SR/b867OzmVsZu34+6e/HiMYf/UfwRlytMsrI3dH8FgD8B8FMA55VS31dKfUQpdVWoa0dEvtP1FJqapltPCg6kOR2WyjBGSqal03NyGwIAaG2b52gZubYkfybR2mvuqLDc0vUrty6ANWYjALtNa/lDQyfLvvfC+X1lp1P0OM1VJV5m12musjs8ALBw8RuxcPEbAVg7NtnLZvv6DpRvI/vD1cH3g6ItStl1kyu/6i7FR2Sy62J7zro7del6Kvd3mNmdeC0S6y7VEqXstrRYZ0KHWXdbW+fX+JQUBbqWrPN3VHmNZHci1l2qpv5jAOU1mt16jl85qbthnxwchytMXgBwecHzwpu8A0ArgFvsB5RSLwP4Cawbvv+3iBwPaD2JKCCFO+VeMMqc6V7vMrwYJ9zqnXe4PN4HIlainN1CbnKlXJx7wXH04yvK2Q267lK8RDm7hVh3aaIoZ5d1l6qJcnYL+VV3Oe5sPJS7d0iUs8u6S1l+1cR6l+Hf8atw8xr5b4uIXAFgPoDfBPAvsIbjKrymqLADRQGYDeBdAP4eQI9S6nml1BeUUr+ilGoPbs2JyA+GMVb2Bla63uRofl1vzj+xz9YYHe0tug/I4MUTjpaRvVQRBWODVxprsdz6Fa1LgR3b7rf+KDijZPr0y8u+t7NzadnpFD1Oc1WJl9l1mqvcZbEAjhz6Ho4c+h6A4jNCpk1fUbaN7FinTr4fFG1Ryq6bXPlVdyk+IpNdF9tz1t2pq/DgRJjZnTh4B+su1RKl7A4Pn7KehFh3eX/JeDAlU9/vqAoaye5ErLtUTd3HACpoNLv1HL9yUnc7OhY6Wn+/xOEKE4jISVidJf8CAEqplQButh+vAtBR+Hb73+y+3mUAVgD4IABDKfUMgP+GdQXK4yJSeoclIoqswcHjSCRa8uN5ApgxY5WjsRkBQCmFadNW4MKFffZN06yCvOOZ+5BOz4ZhjGF01Lo1Uq1lNDXPwvj4+YJib41TDhGIGLl5u7rWlF0/pRTmzrsJJ09stsc3z+TGKBUxgYLxRpcsf1vZz1NuLF2KnosDR7Fj230AaueqEu+yK7mzQBzlSqmiHRdrXNF8e23tC8q2ccWVH8AzT3264vej9JAMRVG0sls7V0HUXYq+wYvH8PQTn3Scq0q8ya6dTTfbcx/qLm/6Hn2Dg8ex/enPuaqJlTSS3XP2uPdZrLtUS9SyW9fvKA/rLsVHPfuildSbXZQ5O591lyqyd+cikV1IrpPEj7qbbp0zcfZARf4Kk3JE5HkR+YKI/CqAmQA2ArgHwGYAGeS3UoLiDpQEgOsBfALAzwD0KqW+p5TapJS6MsCPQEQNENO0bnRmF9ZFS3/V1fxLlr8VgD0+ohi5y1uHhk7nNwQOlqFpCcyZuzHXlrVxMSAQa0NhF/sVK99TcV0WZ9tVCkpLQCDWcqFyG5s5czeipaWrYhuFY0tSNJl233w0smvlslausmORKqXZO+umvUOj5zpccuOVltHcMrPG98PVR6eQRCu7TnIVTN2laDPMcVe5qqbx7DrPlZ91Fw5/NFO43NbEalh3KUjRya64ypUfdZcd1DFh/28KO7uaKj2PnXWXKpO6t+fV1JNdQNWVq0brblBi2WFSSEQMEXlcRD4jIq8CMB3ALwP4SwB77LcVdqBknysAbQBuBfDnAHYGttJEVD+x+kE13RoOa0H3G5BOz3bVRDo9Gwu6Xw8AVjsCmMZ4/mFmHC9j2Yq349IFr7OeKFVU5FtaZmH9jfcXDN1VStOSWH/j/bnLJa2Nhp7bCepedBuWrXh71c/j9FJLCpGIq1xV4lV2neSqrX1B0Y6K0rSCnSNrJ6bS2XZZ1b4f1b4XFCERyy4QjbpLESfiOleVTKa6SxGXzW3Esguw7lINkcqucpUrP+ouO6jjo96aWEk92a10FQDrLpWlVEPb80rcZlfZHX315MqLuhuEWAzJ5YaIDAH4of2AUmoWgF8C8Dr70Y3Su3Bxi0YUF/bOAmBtCLoX3VpXM92LbgOgcLTnUatAV+g/drKMRUt+Bd2LbsP53ucxNHgCmp7CrEuuQSrVUXW+LF1vwvob78fY2AB6z+7G+PhFNDXPRNesNdC0SVempyaliv5fhpnddOsCdC98g6NltbUvwI2veggXB47iwvl9EJjo7Fzqaii4St+PPbv+xnEbFKIIZbcQ6y5VpVTuB11WWNltap6J6zd8xnGu/Kq7p05scTw/haRMbgHWXYqBCGU3merE8sve4SpXXtfdfS981fF8FCKFsrkFgs1uz+HvV2yLdZfKaXR7Xomb7PYc/j6amueie+HNdeXKi7rrt0n/DRGRMwC+ppT6T1j3O/kggDeitNOEiGJi2rTLsGT5W1z3mhdSSmHh4tswa/Y1OHzgO+jt3dvQMjQtgZldV2Fm11V1r1Mq1Y458zbWPT9FXxSy63Qs00Jt7QsaOsvDi+8HhSsK2Z2IdZecCDu7iURrXQclvK67p08+UXdbFI6ws1sO6y45EWZ2U6lOXDL72rqW6VXdbWqaVncbFJxEIo2JhwVZdynq2touRTo9p+FcleMmuz2Hvw+l9IZz1Wjd9dOk7TBR1hGh62DdGP6XANwAIFX4FvtfdpwQxUhHx2JcefUHPWsvnZ6NK676AEQEhjEKwDoTo56DykSVtLcvxLrr/tjTXDG7FARml+KovX0hrl73Mc9zxeySnzo6FmP12o8A8D5XzC75idmlOEqnZ2PttR/3LVfMLvlB05K+54rZtUyqDhOl1HJYnSM3A3g1gM7Clwv+ZicJERVRSiGRaA57NWiSUkrzbQeD2SU/MbsUR0ppvmaL2SW/+J0rZpf8wuxSHAWRK2aX/MDs+i/WHSb2/Uluth+vA1B4Hc/EDhKp8NrLAH4C4Mc+rSYREREREREREREREUVcrDpMlFItsO5Dkh1m68rClye8vVIHySCAx2B1kPxYRJ71YVWJiIiIiIiIiIiIiChGIt9hopS6AfmrSG4AkMy+NOGtE4fZyr6eAfAU7A4SAE+ISMaftSWiqUTE+eh+I8Pn8NyeL2Fo6BQA64ZZS1e8HS0tXY6X1XtuD57f+5XctO6Ft2D+gte6W2miAtVypetNjtowjFEcOfQDnDj+MwBAMtmG5Ze9C9NnrJpy45ySf4YGj6H33B5XufKj7lrfi0tcrz9RFusuxcHgxR48ufVPXOfK67qbyQyDNZcaxbpLUTd4sQe/+PmH68qVl3WXNZe84kndNcf8Wj1HIt9hAmAr8p0h1e5DUvjaXuSH2fqZiFz0b/WIaKoaGjyKTGak5riOL+37Bk6d3FI07cKFF7Htqc9gztwNWLbiHVXnz2RG8MSWO0um9xx5BD1HHkFTaprrdSeqlavVaz6Mjs4lVdvo7zuI3TsfKpo2Pn4Rz+35MgDgho33TelxT8k7IqarXPlVd0dHL7hbcaICrLsUJ25z5VfdJWoE6y7FCesuTQZe1d1dO/7Sr1V0RAt16e5JwUMVPI4D+CcA7wUwV0SuEpFNIvI9dpYQkZ+e2HJn1StNDh/8bm4nRkwTYhrWQ0wAwKmTW9Fz+JGK84tI0camsA3Yyx0cOunFR6EpxEmudu98CMPDZyu2MTR0Ov/jUaS4DVut7weRc/kchVt3G/0cNFWx7lK8iKtc+VV3wSxTA1h3KT7Eda78qLusudQoz+tuiOLUYVLYQdIH4NsAPgRgpYh0i8hvi8i/isjpENeRiKag3nN7y043zQyOHf0JAEBMA0opKE23HlAQ0xodsOfID2Ga5UcKPN+bb1vMDJSm5doQkdwOEZEbTnO1d/cXK7axe8eD1vxiQkSK2yjIc6XvB3fIyR3lKFd+112iekWi7hI5phznys+6Cw51RA1g3aX4UK5y5VfdZc2lRnldd8MUlw6TMQA/A/AJWPcx6RKRXxORvxGRF0NdMyKawqwDvs/v/XLZV8/3Pm+/Taydj8IdEKUApeUOGp89s7NsG/tffNhqwjSgtOJRFJWm8aAz1cVprkZGzsEsONMpyzQNZDJD1hP7x2NxGwnrLCVU/n5YY+QSOeckV37X3ZI76BE5FIW6S+RWJOouUZ1YdymOWHcpzryuu2GKQ4fJGwDMEJHXisjnROQpCbubiYjIgcHBEwCsnnGlrHK7Zt3tWHvNHQAApbRcr/noyLmybYyPl44quPGVD6Kjc6kfq0xThJtcGcZImWmlnR3tHYuw8ZUPFkypvoMT9k3cKK6q54p1l6IqCnWXyKl064KCZ+HV3YTO+0JQ/Vh3KS40PeUqV37V3Y6OxS7XnKiYH3U3LJHvRhSR/w57HYgofkxzHIYxCl1vhhbSGRO6lrL+UCp39sfO7Q/k35A9IwRAMtlWo7X8WSO7dz6Igf7D3q4sRUaw2a2dKy2b46JpTSVtDPQfxrO7vuBiyTxVf7Jh3aW4mip1lyYfv7I7OvJyydn0lfhZdzNlDqbQ5MC6S3HlR3ZNY8xVrvyqu1ZHzCWO14PiJa51NyyR7zAhInLKNMdx5uXt2P/i10peW7b8HbhkznXQtKQnyzCMUWQv0uteeEvZ986afQ0OHfy2dYaHmYFSxSVXJH+Z4oyu1WXbmDf/1Thx/GdQSkFME0rT8hsbEYS9ESFvBJVdEeuyVze50vXS5RZPk9xOeX/fAWuKmT/bqdL3I5mqtfNOcRBEdrOc5Mr/uuvJR6EICDK7QDTqLk0OQWTXMEaR0FqiUXdp0mDdpbgKIrtucuVX3bWOcdBkEvu6G6I4DMlFRFTTyEgvtm6+veyGAABe2v9v2Lr5doyM9Hq+jPkLXlv2/alUB1paZgEAlNIhplH0UMq6gbCuNyGVai/bxsLFt8FuAFAomN+0LsF1ePYfRVeQ2c3e9M9prpaveFfFNleuep/VRPYGbgXZhkLurKZK349s/im+gsqu9eNNHOXK77ob9o47eSPY7FqiUHcp/oLIrjVkuDjOlZ91lyV38gguu3msu+SFILKbrblh192w7xlB3gomu8W8rrth4pE2Ioq9sbF+PPPkp6wnIjDNjPUwxmEa4xAzk9v4P/PkpzA2NtDwMrJWr9kEXW+qMBew5pr/bf2hFJSmFz2yO0KvWP+ZivPrehNWr/mw3YRWML+W24CkkuV3gij6As+uzUmuZs9Zj9lzb6jY7syu1Zg9x3o9O1/uYZ8VVev7QfEVfHaV41z5WXeLbqpJscS6S3EVVHZNcxSAcpUrv+ouL6SeHILNbh7rLjUqiOxacyvXufKj7nI/d/IIIrvleF13wxT7DhOl1Cyl1JuVUp9WSn1RKfV1pdT37X+/aE//VaXUrLDXlYj8seOZ+6w/7A2BpiWsh56EpiehtIR1Zr29QXhh7z80vAwAaEnPQ0dn9Ruj6XoTNtz0ALq61pS8NnfeTdhw0wM1d7A7Opdg3XV/jEQiXfLaylXvQ3NLl7MPQZETdHYL1crV8sveWbPt5Ze9C8tWlL6vuXkmrnnF3TW/HxRfgWbX5jRXftddircwspvFukuNYN2luGLdpbgKIrumMVb0nHWXvBBEdivxqu52L7zVs3WqRyzvYaKUagLwXgB/COAqF/PtBvBXAP5VRMZqvZ+Iom9sbADj4xcBwNoQFIx5OG3aCly4sA8AoOlJmMY4ND2J/v6DGBsbqHh5qpNlmOaY4xtlaVoSl6/6bYhIbngOXW+CcnEGRzo9GzdsvBemacAwRqBpqdz4jkcOfd9xOxQdYWR3omq5cmrO3PWYM3c9DGMcpjlm30SOw21NZkFnFwDSrQtw7fV3O15Hv+rursIbalLshJHdiVh3qR5BZzfdOh/XXv8JV7nyo+7u3vGQ43kpmlh3Ka6Cyi4gSLcuwNprP+Y6V17X3R3P3Ot4PoquILJba/A2L+pu16yrcejAt1zN46XYdZgopd4E4MsAZsH9RbpXA/gKgM8ppd4vIt/zev2IKFhnTj8DANZ4iPZYne3tC7F67SbrJmgi2LPrr9HX95I99qx1E7WTJzZj4aLb6l5GPRfoKaWQSDS7nq+QpunQtNaG2qBoCC+7pbzIla4nXe8EUTwFnV0Arn74FWLdpUJhZLcS1l1yI8jsAtaY+PUeDPay7tZb+yk6gs5uNay75EaQ2VVKQzJZfza9qru8x+TkEER2xTQcvS/Ov6NiMySXsvwVgG8DuAT5zhJx8YA932wA31FK8ZQVopgbvHgMgFWwszeQWnH5e3JjfyqlsHTF2+2/tVxhHx0+19AynF5dQlRJWNklalTQ2SXyCrNLcRVkdom8xOxSXDG7FFdBZLf2NSbxF6cjfn8JawguoPT/jNNTTwrnUwD+UCllishHGl05IgpHuTItHhfvyb8poDAwuxRXzC7FFbNLccXsUlwxuxRXzC7FVRDZnQpicbqpUuoDAP4IpVeKKADPAfgkgF8GsBjANABJ+99FAG4DcA+APSjuWBH7+R8ppd7v7ycgIr80N88EgNylhABwYN83IPbNq0RM7Hvhq9bfpgllDy/Q2n5pQ8sodz8IIjfCyi5Ro4LOLpFXmF2KqyCzS+QlZpfiitmluAoiu+7vkBE/kb/CRCnVDuDPUHp1yLMAPiQij1WYtd9+9AB4BMBnlFI3AfgCgNXId74oAJ9VSn1dRAb8+RRE5Je582/C0Z5HoZQG0xiH0jX09b2ELY9tKrqhFQCIGNA0a8zZWZdc29AygNKDz9YNrYahaU11j21r3UhwFLrewhsJTnJhZLde1o0ERwAAut5c15jiXnw/KBqCzm41rLvkRhjZzf44dcvrukvxFmR2a2HdJTeCzq6IAdM06sqVV3VXhEMyTgZBZdfJTa1Zd8mNILKb7WRpNFde1F2/RL7DBMBHAXQh37khAL4K4LfF5ZZIRDYrpa4B8PcAfgP5TpiZAD4C4NNerTQRBSOVakdHx2L09x+CpiVgGuPQ7J2Iwg2BaYzn7juSTLYhlWpvaBmFhofPYM+uL2J0tLdo+rIV78ScuesdLePc2d14fu/fF01LJNJYvXYT0unZjteV4iOU7JpjGBo8hqGh045yZZrjOHTgOzh5YnPR9K6uq7Fi5XtzO1fVVPp+JBOtsG5JRnETdHbLYd2leoSR3aHBo3hiy12Oc+VX3c1khsGaG19BZrf33J6yr7PuUj2Czu7Q4HFs3fxRV7nyuu5a9Xau4/WnaAoqu9UG/mHdpXoEkV0FYPBiDx7/xe25aUHXXb/FYUiut6K4s+T7IvIbbjtLskTEEJHfAvC9gjYVgLd5s7pEFLTLV/2O9YdS0LQExMzANMath5mBaWasDYHdW7322o83vIys/r6D2PbUn5XsxADAS/u+jv0vfr1m2/tffLhkJwYAMpkhbH/6c+jvK3/AMItDLcVX0NkFrLw4yZVhjGLr5ttLdmIA4OzZXdi6+XYYxmjVNqp9P4ZHzjr8BBRFgWZ3gijUXYqvMLLrNFd+112KN9ZdiivWXYqrILKrVbhihHWXGhFEdicKsu4GIdIdJkqp+QBWFUwaBfC/PGr+fwEYKXh+hb08IoqZVKoD115/j/VEKSgtAU1PWg8tUbQhuPb6e1z1nFdaBmAdeN6986Hc32IaBQ+rE+P0qcdx7uzuiu2eOvk4Tp96wmrDni/Xht0Rsnvng1U3GBcHjrr+PBQNgWcXQPbiylq5emrr3fbbZUK2DcAeYmbnts9XnN8wRmt+Pyi+wsmus1wFUXcpvoLPrjjOlZ91l/f6jL+gsjtxCDfWXWpUsNkVV7nyo+6izqEYKXqCyG65AYhYd6lRQWTXqrfuc9Vo3Q1KpDtMAKwt+FsAPCoiJ7xo2G7nERTXp7UV3k5EEdfcPAMbbnoAy1a8s+zryy97Nzbc9ACam2d4tozx8X7rBRFArHEccw+lrIIPlD2rI+ulfdaZIWKaUEqD0rRcG9adlqwNRs/hH5adf2xsAFLmfioUH0FmN3d1lINcGeao/VajONuanhubeXj4DMbG+su2cezoT/LLKvP94I/J+Asqu7qeP3hXK1dB1F2Kv2Czqxxvz/2suzQ5BJHdicOHs+6SF4LLrnL1O8qPulvyJaJYCyK7E7Hukhf8z66q6/iV07o7Pj5Y53p5I+r3MMkOtJsdOuvnHrf/GIA3l1keEcWQpiUxZ+56zJm7HqaZgWGMQNebi4bQ8moZ+1/4KsbH+pFItkDEzB2M6Ohciv6+A9aOsuR3lg1jvOQGbUbRvVAEsG8Q296xCAP9h6E0zd7BUTh+7KdYvPTNJetT7awSio+gsquUDsCEiDjKlYhpz1NMKd1+TcOZl7dh/qWvKXnP0SPZm29W+H6UPZ+K4iaI7BaqmasA6i5NDkFm18323L+66+EHolCx7lJcBbK/q6cAhFt3E3qzVx+HIoJ1l+IqiOzWc/zKSd3t7d3r2TrWI+pXmMya8Pykx+1n28ue5trlcftEFBJNSyCZbPNtJ6aSq67+ENo7FtnP8mfQm+ZYyXtNs/QyxY7OpVi9ZlPBlOpn4Y+PX3S/khRpwWTXYa5E8uOaXnMH1qyzb+pWcIWIaZRmu5JK3w+aHKZK3aXJZ+rUXZpsWHcprvzKbnNz4c2Gw6m76Vbe8H0yY92luPIju3Ufv3JQd6Wo4y94Ub/CZGTC8xaP2892/WevYHG+FSQiysmf4bHlsU1l36GXOdNI10tLWn/fgbJtJJNtZdv18tJfmnpq5UopLXeGx45t9+dez04DgHTrvBpLqf39IHIvvLpL1AjWXYov1l2KvqHBo0gkizMXdN3t7z8EDl5C3mDdpWir9/iVk7rb3BJuHY36FSZn7H+zXVSLPG5/Ynsve9w+EU1iTc3WRWnWpYeZotfENHM95olEGlqZ8cM1TUdzk93hoVTJjbDFzOQuwV1+2a+XXYeuWbz1ErklznOlFCBm8f1GRIrOCJk+Y2XZNlauer/VRKXvB8eHoTrUzFUAdZfILVfbc5/qLk8kpXqx7lIcRaLuEtWJdZfioXjn0uu629G5xPtVdiHqHSaFN3hXAN7kcftvQvH/Ya+H/CKiSazwzA2lJSCmYT+scRuzPeOr126q2Maqq//Aml9puRu45doouFRy+owrys6vaQk0NU1r/MPQFJLvqKiWq+6FUXDKkQABAABJREFUt1rv1hIQSD6bku9wuXTBzRUv6Z0xc1V+iWW+H+wvoXrUylUQdZfIHXG8Pfez7hLVi3WX4kVc/Y7yo+4WHQAkqgPrLsVDfcevnNfd0s7AIEW9w+RJAIWD761RSv2SFw0rpV4HYF3BpFEAT3jRNhFNDUop3LDxvvxzTbcfWq5XfPWaTUinZ1dqAi0tXVi95sPZBovbsN2w8T7rAHMFTU3TG/wkNBXVylX3olswZ+4GAPaO9oRszp13IxYtqXweg5PvB5FbUam7RM7lcxRu3W30c9BUxbpL8aJc5cqPusv9XGoU6y7FRT25arTuBiXS9zARkWGl1GMAfgnWlSAKwJeUUhtEpO6rQZRScwB8qaBNAbBZRIY9WG0imkISiWZsfOWDON+7F/tffDh3E6v5l74G3Ytuha431Wyjo3MJ1t94P44f/R/0HHkkN33lqvdjxsxV3IkhTzU1d+GGjZ91lKtlK96B+Qteh4P7/x3nz78AAEin5+KKK9+P5paZNeev9v3oPbe3sQ9CUxbrLsWNm1z5VXebUp2NfQia0lh3KW7CrLuZDA8rUeNYdynqkqlOiORvBR5k3Q1CpDtMbF+B1WECWB0bCwE8ppT6NRF51m1jSqkrAfwHgMUoHo7ry42uKBFNTUopzJh5Ja7f8Nm629D1JnQvuhXdi271cM2ISiUSaVc7xy0tXVi1+vfrXl6l78f53ufrbpOIdZfiorWtGzO7rnQ1jx91d/vT99bdHhHAukvx0NrWjetu+ITr+bysu6y35BXWXYqyVKqzrnqb1Wjd9VvUh+SCiPw7gGcKJwFYCmCbUuqvlFLl7741gVJqpVLqIQDbACxD8dUlz4jIN71dcyIiIiIiIiIiIiIiios4XGECAL8H4DEAafu5wFr3PwDwB0qpF2B1qjwP4AKAQQCtAKYBWAngWgCX2/NmO0myBu32iYiIiIiIiIiIiIhoiopFh4mI7FBKvQ3AdwHo2cnI375wJfIdIuUUjj0iBdMyAN4uIju9W1siiiMRgWGMAAB0vZnjeZKnREyIiC+5YnbJT8wuxZGIiUxm2LdcMbvkl+y9D5hdihtml+IoiFwxu+QHZtd/segwAQAReUQp9QYA/wxgPqyOj8IrRar9n5MJzxWA4wDeKyI/83I9ichf/f2HsPfZv8PipW9GOj274faGhk7j4P5v4sKFfUXTp8+4wrNlEA0MHMGWxzZ5mitml4LA7FIcDQwcwRNbPg7A21wxu+Sn/v5DudwCzC7FB7NLcTQ0eApbHttUNI3ZpagzzXHs2fU3vuaK2bXEpsMEAETkp0qpqwH8HwDvAdCcfQmlnSITZTtURmB1utwlIud9WVEi8tX53udwvvc5LOh+PboX3VZXT7eIoOfwD3C050e+LWOi/r6D6Os7AAUN06avQFv7Alfzm2YGZ8/swMhIL5LJNszsWo1Uqr3h9aLgRDG7XuRqbKwfZ05vg2GOobV1HqbPWAlNi9UuBtUQdnYzmSGYZsZ1rryuuyKGq/kpfGFntxzWXXIizOyOjfXh3Nln68qVl3V3bKwfwCWu5qfwse5SHGSMYSQSLUXTwsguAIyP96PnyKN158qrujs6egGsudF28eIxjIycK5kedHadiPvxq9hVdxHpBfABpdRdAH4XwC8BuB7WPUsquQjgKQCPAvgHESlNFxHFgwjENKE0zS7kCgsX3+a6mcINgZgGBAJIvt9VKb3mMsbGLjha1sWBo9i5/YHiiYesf9asu93RDk3P4UfQc+SHRdMO7P8GdK0JqaZOR+tBIRKBaYw7ylUtXmQ331blXL1iw2eg601V18UwRrFz2+cxPHym5LVLF9yMRUve5OKTUSRFJLujI2exdfPHHOfKr7prDTkyt+a8FDI7t4C7mlgJ6y4FoiC3QLjZHR/rw/N7vwLAea78qLtWzV1Wcz4KWYSyW74t1l0qQwSmmak7V5W4zS4AjI1eQM/hH+TeE1bdzQ6tR9HWaE2sxE12TbP6SWRe1N29z/6d68/gJS3UpTdARM6JyH0icjOATgCrALwKwJsBvNf+91UArgAwTURuFpHPs7OEKOaUAhRyO+VHex7F0NBpV00MDZ3ObQisdhQ0LQFNT+YeTpYxPtaPl/Z9o+qyBgZ6inZixDQhppl7vnP7A7g4cLRqGy/t+7f8xkbE2niJ1YZhjmJg4EjNz0whU8pxrqrxKrtA7Vw9/os7YJrjZecFrMuBH//FHbkfjyImxDRyO1XHjv645veDYiBi2XWSK7/rLsWAndsoZRdg3aUaCnIbfnbFVa78qrs1x5CgaIhUdoux7lJl9eeqknqyK2INmOM2V37U3cKD4xRRYt3OO+zsimQqtuVV3R0dDXdQqNh2mBQSEVNEnheRzSLyXRH5V/vfzSLygvAXLtGkopQGpXRrpwLAwf3/4Wr+Qwe+DQD2lSpWLzkANDXNQDo9x9UyTp3cgpHhyv2wu7b/ubUse+daaRqUplk7NHZpKjkrpMDw8FmcOrnVXt8MBGKtMxRkwhkxFF26lgQQnew6zdWhA9+puC77nv8X6w8RiJmBgoLSdEh2hx+1vx8UfdHJrvNc+Vl3WXPjQVMJ19vzSlh3KUj17ItW0lh2latc+VV3KT6ik9081l2qyh6xKOzsmmYGqCNXftRdTLGbeseTauj4VSX1ZLccr+tumGI3JBcRTW2trfMxOtoLpWkwzQwUgAsXXoSIOBqnUURwvvc5+28Dmn0wcO21d6K1dR4AYPDiCezYdp+DZVgF/Lk9X8a66z6OiYrO6BAU/fCzdmaM3I5af99BdHQuKWnjgH1miYgJpfT8ToxSUCpRdWNF0dHadikuW/mbDnNVnpfZdZIrpXScPLEZS5a9pWT9RARnz+7Kt1Ewzq5SGqyD29bQeZW+H4Yx6ui/HYUrCtm1KCil1cyV33WXPyTjoa19AdZdd5eL7Xl53mTXEoW6S9HW2jof191wDwA3+6LlNZLdLKe58rfu1vyoFAFRy24W6y7VUt8xgPLqzS5gInsueyTqLkWb/b8p7OxW4nXdDdOkuMKEiKYOXU+hqWm69aTgYITTg6+GMVIyLZ2ek9sQAEBr2zxXyxgaOll2+oXz+6wm7B0eAFi4+I1YuPiNAKwdm+xls319B8q3kd35l/wZH2uvuaPseyna3OZqIi+z6yZX5dav3LoA1li5AOw2reVX+n4YmfJtUPREJrsOcsW6S4Uik11Eo+5StOl6Kvd3mNkVAC0t1tmkrLvkRJSyW4h1l6rRtWRDxwAmaiS7gLtc+VV3W1vnV/uIFBGNHr+aqNHsFvKr7oaBHSZEFDuFO+VeMIwxX5YhcN4jrlyU47B72ql+Uc6uF7myzopyuDwOTB4rUc5uIdZdmijK2Q267lK8RDm7hVh3aaIoZ5d1l7ImXgkKhJtdd7+j/Km7pd2OFEV+bc/9WkZct+es9EQUK4YxVvYGVrre5Gh+XW/OP7F7vEdHezE4eCI3efDiCVfLmD798rLTOzuXWovJXhYL4Mih7+HIoe8BKD4jZNr0FWXbyI4XiYKx86uNRUrR5TZXpe/zLrtuclVu/YrWpcCObfdbfxScUVLp+5Go0AZFT2Sy6yBXrLtUKDLZRTTqLkVb4cGJMLOrAAwPn7KesO6SA1HKbiHWXarGlExDxwBK31d/dgF3ufKr7hauK0VXo8evSt/XWHYL+VV3w8B7mBBRrAwOHkci0ZIfExHAjBmrHI3NCABKKUybtgIXLuyzbzxl7UzseOY+pNOzYRhjGB09DwAOlmE9X7L8bWWXVTRWqFJFOy7WuKL59traF5Rt44orP4Bnnvp0wc6QNY4/RCBi5NaPou3iwFHs2HYfACe5Ks/L7DrNVVfXmrLrp5TC3Hk34eSJzfZ9JTK5MUpFTKBgnOdK3w89EZ2dIaosOtm1s1kjV37X3bBvPkjODF48hqef+KSL7Xl5k63uUrQNDh7H9qc/53JftLxGsnuucOxwB7nyt+46+rgUsqhlN4t1l2qp7xhAefVmFwW1Luy6SzFgZyUS2S3D67obplCWrpTqjuIjjP8WROSemKZ1syh7p2DR0l91Nf+S5W8FYI/tKUbuEsGhodP5DYHDZcyZuxEtLV0Vl5Udi1Qpzd5omPYGSM9tAHLjlZbR3DITc+ZuzK2vtQEzIBBrR4o3Z4sFU6wbo0Ulu05ztWLleyquy+Jsu0pBaQkIxFouVG4nv9b3g6IvOtl1nis/6y5rbjwY5rjr7XklrLsUpHr2RStpLLviKld+1V2Kj+hkN491l6qyDzyHnV1NJYA6cuVH3eWJQXEgDR2/qqSe7Jbjdd0NU1jdNYcBHIrY46CfH5iIPCICQKDpSQDAgu43IJ2e7aqJdHo2FnS/HgCsdgQwjfH8w8w4WkYy1YllK95edVlt7QuKdlSUphVtYNasu73iWR9Zy1a8HZcueJ3dgCraCWppmYX29oU1PzOFTMRxrqrxKrtA7Vytv/F+aFqy4rpoWhLrb7w/dymttbOu53ZsuhfdVvP7QTEQsew6yZXfdZdiQMR1TayEdZcCk81tJLKrXOXKr7rLE55jIlLZLca6S9XUm6tK6smudZa9cp0rP+pu2AeoyQGlGqqJlbjNrlKVB6zyqu5We08QwhySi99EInIv+wMK1oage9GtdTXTveg2AApHex61di4q9B9XW0Yq1eloWW3tC3Djqx7CxYGjuHB+HwQmOjuXFl9KW8OiJb+C7kW34Xzv8xgaPAFNT2HWJdcglerA9qfvddwOhUQpaFp+kxt2drOq5coJXW/C+hvvx9jYAHrP7sb4+EU0Nc9E16w1RZ+XYiwi2W1qnonrN3zGca78qrunTmxxPD+FSKncD7os1l2KvDK5BcLJbjLVieWXvcNVrvyou8eP/dTxvBSiCGW3HNZdKkuhbG6BYLPbc/j7SDXNwILu17jOldd1d98LX3U8H4Wn0ZpYiZvs9hz+ftW2vKi7a9Z9DE8/cY/bj+GZMKt7lK71YucNUYxMm3YZlix/i+te80JKKSxcfBtmzb4Ghw98B729ez1fxkRt7QtqnuVRjaYlMLPrKszsusqzdaJgRTG7XuQqlWrHnHkb656foi/s7CYSrXUdlPC67p4++UTdbVE4ws5uOay75ESY2U2lOnHJ7GvrWqaXdffMy9vrbofCw7pLcZBIpDHxsGRY2U0m27Bg4RvqXqZXdbepaVrdbVAw2touRTo9x5fjV26yW6vDBIj/8SteYUJEsdLRsRhXXv1Bz9pLp2fjiqs+ABGBYYwCsHqznd4gi8iJ9vaFWHfdH3uaK2aXgsDsUhy1ty/E1es+5nmumF3yU0fHYqxe+xEA3ueK2SU/MbsUR+n0bKy99uO+5YrZJT9oWtL3XDG7lrA6TH47pOUSEZWllEIi0Rz2atAkpZTm2w4Gs0t+YnYpjpTSfM0Ws0t+8TtXzC75hdmlOAoiV8wu+YHZ9V8oHSYi8k9hLJeIiIiIiIiIiIiIiKic8ndwISIiIiIiIiIiIiIimkLCvIcJEdGkICLoPbcHz+/9Sm5a98JbMH/Ba6HrTY7aMIxRHDn0A5w4/jMA1o3fll/2LkyfsWrKjRVJ/spkhiEijnM1MnwOz+35EoaGTgGwbva2dMXb0dLS5Wj+St8PEdP9yhPZWHcpLoYGj6H33B5XufKj7lrfi0tcrz9RFusuxcHgxR48ufVPXOfKy7qbyQyD9Za8wLpLUTY2eh6/+PmHAdSXq0brrt/YYUJE1IBMZgRPbLmzZHrPkUfQc+QRrF7zYXR0LqnaRn/fQeze+VDRtPHxi3huz5cBADdsvG9Kjx1J3hodOYMtj21ylKuX9n0Dp05uKZp24cKL2PbUZzBn7gYsW/GOqvNX+35YPybnuF5/ItZdihMR01Wu/Kq7o6MX3K04UQHWXYoTt7nyq+4SNYJ1l6JufHwAiWSL/XewdTcIHJKLiKhOIlK0EyOmCTENiGkAIgCA3TsfwvDw2YptDA2dzu/EiBS3YXtiy50Qu71yRkd6G/wkNBXVytXhg9/N7cQU5jJ7Zcipk1vRc/iRivM7+X4QuRWVukvkXD5H4dbdRj8HTVWsuxQv4ipXftRd7udSo1h3KS7qyVWjdTco7DAhIqqTYYzk/hYzA6VpUJoOpekQkVzB37v7ixXb2L3jQWt+Ma1hkgrbMDO59/We21t2ftPMYHSsz4NPQ1NHfuelWq6OHf2J9W7TgFIql0sFlctmz5EfwizIaaHzvfm2y30/ePCO6lErV0HUXSJ3lOPtuZ91l6herLsUL8rV7yg/6i44zBE1iHWX4qG+41fO665Rto2gTIkOE6XUfKXULUqpdyilXquU4oCSRNSwsdFzAOxCrxWPcKg0LXf2x8jIubLF3jQNZDJD1hN7J6a4jYR1lhKA5/d+uew6nO99vqHPQFORcp4rEetHX+EPP6UAlc/32TM7y7ax/8WHrSYqfT/YY0J1qJmrAOoukVuutuc+1V3w+B3ViXWX4igSdZeoTqy7FA/FO5de193z51/wfpVdmNQdJkqpG5VSjwPoAfB9AF8D8N8AjiulfqCUWhnqChJRrJW7afXGVz6Ijs6lJdMLr0bJTxsumdbesQgbX/lg4VKqrsPg4Ima60lUylmuREwoZe0qrFl3O9ZecwcAQCktl//RkXNl2xgfv1gyrdL3g8gpN7nyq+4S1Yd1l+KJdZfiJN26oOBZOHW3o2Ox29UmKsK6S3FR7/ErJ3V3POT770W+C1wptRzAzwsmXQSwWkRKq0LxfL8B4CsAdJSeU6UDuAXAq5VS7xGRb3m4ykQUAaY5DsMYha43Q/P9bJ98idm980EM9B8ueYempcpMayppY6D/MJ7d9QXHS9bLtEvxFmx2y8vlSqnc2R87tz+Qf0P2jBAAyWRbjdZqfz9ocpgqdZcmH9ZdiivWXYorv7I7OvJyydn0lfhVd60DghzUZLJi3aW48jK7hjkOwMT5c8/jFz/7IxjGqP2KAIaVuaef+LOS+cbH+5EZHy563zNPfmbCu6zXTp58qqF1bFTkO0wAvBXAHPtvAfAdB50lVwP4EvKfr1wXlwLQDOCrSqnXiMiTHq0vEYXENMdx5uXt2P/i10peW7b8HbhkznXQtKQnyzCMUSSTnRBkoJQ1xJHStPxOjAgKd3B0vXS5xdMkt1Pe33fAmmLme927F95Sdn1mzb4G+/c93NBnovAFlV0RA4A4ytWhg9+2zvAwM1CqeHdBJH95+Iyu1WXbmDf/1Thx/GeOvh8UX0Fkt5CbXPlVd2lyCDK7Trfn/tZdTz4KRQDrLsVVENk1jFEktJZQ627+wCFNFqy7FAX79+/H0NBo2Y6ISkQERmYQo6O9Ja+lmmYgkWiFque+S7nRVswyVzQJEskUDPNMyWxKEwBm7n1VFgClVT3077s4dJhM/Pb+s4N5HgCQQvF//YkJyL7WDODvlFJrRYQ/JYhiamSkF888+amKr7+0/9/w0v5/w7XX34Pm5hmeLCOZ6sTY2Dn7zCOB5MYPtZ5nb7K6fMW7Kra5ctX78Pzev7dvkmUWbHhQNKbj/AWvLTt/KtXh6c4ZBS/I7Fo3rHSWq5aWWRgePgOl9IJsW5Sysq3rTUil2su2sXDxbThx/GcVvx/sL4m/oLJbeOChVq6CqLsUf8FmV1nxjELdpdgLIrsTfxGz7pIXgsuunVGHv6N8qbs8rDSpBJHdiVh3qRKR4bIdEeXfKxgdHqr4+tjoWYyNnkVTS7quThOlaWhuSRc91+xsfvF/nkFTwWuF7nr7LXj5aA9EBKaRKXpN0xNQSqE5ncbH//Zfcfuvvtr1enkl0vcwUdYW6hrk9/DPA3iixjxrAbzOnkfZj2MANsHqfPltAE+j+FDNVQDe7uGqE1GAxsb68zsxIjDNjPUwxmEa4xAzk9txfebJT2FsbKDhZQDW+Iqr13w497fSdPuh5XZiZs9Zj9lzb6jY7syu1Zg9x3o9O1/uYZ/1sXrNJuh6U8U2Wlvnuf48FA2BZxdAdvNXK1drrvnf9ttVcS41PbeD/Yr1Ey+fzdP1pprfD4qvcLLrLFdB1F2Kr+Czqxznys+6i3rOHqRICSq7pll8djzrLjUq2OwqV7nyo+6y3k4eQWS3XPca6y6Vs3z5ciy9cg3+6ZmXaj7+6tEnkEw1oa1zOlo7pqGpJW0/WtDU0oLmdCtaO6ahrXM6kqkmfOFHTzhqN/toTltXpuiJZO6R7Sy560tfq9hZAgCf/CfrrhgT59cTyVzHzV987zH//4PWEOkOEwArAGT/KwuAxx1cBfLuCc+PA7hORP5KRH4kIv8EYCOAR1F8utV7PVpnIgrYjmfus/6wd2I0LWE99CQ0PQmlJawz6+3y8cLef2h4GVkdnUuw7ro/RiJRukFYuep9WH7ZO2u2vfyyd2HZitL3NTfPxDWvuBsdndVvHJjd4aH4CTq7AKBpCUe50vUmbLjpAXR1rSl5be68m7Dhpgdq7mBX+36kWzi2c5wFmt0JolB3Kb7CyK7TXPlddyneWHcprlh3Ka6CyK5pjJWdzrpLjbjnvW8GYN1cfXxsBMlUk/1oRjLVjEQyhfGxkdwN1r/4x5saXuas+Zfi3m8+imVXran6vqaWNP725ztw7WvfUPLa6972bvztz3dU7XAJStSH5Fo04fleB/P8GvJXlwiAT4vIy4VvEJGMUup/AdgH67+BAnCzUiopIuMNrzURBWZsbADj4xcBwNqJKRivc9q0FbhwYR8AQNOTMI1xaHoS/f0HMTY2UPHSaifLMM38jk06PRs3bLwXpmnAMEagaamyY4lWM2fuesyZux6GMQ7THLNvxMWz8CezMLILAC3peWhp6XI0v6Ylcfmq37bGPrWHRdL1JleX7Fb6fmx/+l7HbVC0BJ3dclh3qR5hZDfdugDXXn+343X0q+7uKryRMcUO6y7FVdDZTbfOx7XXf8JVrryuuzue4T7uZBBUdqsNmcm6S/Xo7z2LgfPWPUsy42NINbXkXlt53Q14/mlr4KZUUwvGRoeRamrB/l3b0X/+HDqmz3S0DBHB4pWr8cl/+RbGRkbQ0toGPeG8iyGZasLvf/YvISIYGRoEgNxVK1ER9Q6TS+1/s50fh6q9WSnVDauTJVtxhgH8a7n3isgRpdTPAPySPSkJYBWAnY2sMBEF68zpZwBYPefZcWbb2xdi9dpN1g38RLBn11+jr+8la/xOsW5wdvLEZixcdFvdyyh3gZ6m6dC01oY+j64nXe8EUTyFl133lFJIJJrrnh/w5vtB0RB0dqth3SU3wshuvT/8WHepUJDZrYV1l9wIOrtK6XUfDPaq7jayz03RwbpLcfX4o98DAJimAU23DvsvWXUV7vrSw9A0K7uf/8Pfwovbn0YimbLep+n4n29+DW9+/4ccLcOw7z2SampGqqn+uqmUQktrW93z+ynq47hM/K9Wa0DAVxb8LQB+KiKV73ADbJ3wfKXTFSOiaBi8eAwAIKZhjdENYMXl78kNU6WUwtIVb7f/1nI3TBsdPtfQMjQt6v3NFHVhZZeoUUFnl8grzC7FVZDZJfISs0txxexSXB3d9zwAwMiMQ7c7TN73p/dB0/LZfe//vgeA1RlnZKyBls6ecJ5HMauf1DYZRP3oScuE58M13n+d/W/2VK4f13j/4QnPZzhYJyKKkHIXsEqVy1q9WgZRo5hdiitml+KK2aW4YnYprphdiitml+Kq3K2/J3ZwRGnoq6iKeodJZsLziR0oE61Hcc3ZXOP92UFas/M4G2iQiCKjudkaYzF7GSwAHNj3jdxGQsTEvhe+av1tmlD2Jdqt7ZeWac35Mgpv/E5Uj7CyS9SooLNL5BVml+IqyOwSeYnZpbhidimuuuZZGdQTSZj2lU//8vlP5bJrmia+/Kk7AVhDa+kJa6i27suucLyM7JVWk1nUx5Tpn/B8XqU3KqXaAawtmDSM2vcjSdW3WkQUFXPn34SjPY9CKQ2mMQ6la+jrewlbHttUdDM2ABAxoGnWxmDWJdc2tAzA/cFn60aCIwAAXW+uq1ffuuHbMDStiWOQxlwY2a3Ei1xZNxIcha638EaCk1zQ2bXaqe8cPK/rLsVbGNmthHWX3Agyu9k2smOau+Vl3a239lN0BJ3dalh3yY2gsnvowLcwOnIWTz3+KQBaXTXTqpXZeqnqbmNs9Bz27+9zPS9Fy+ve+uv43v/7W2ianrup+4vbn8bvblhVdNN3ADCNDJIp6x4kN7zhjY6X4fQG70Ymg+GLA0i1tDR0r5MwRL3D5JT9b/abf1WV974egG6/VwA8LbVPp51m/5u9qfzFym8loihKpdrR0bEY/f2HoGkJmMY4NHsHuHAnxjTGc/cdSSbbkEo5v6Cs3DIAwDQrH4AuZJrjOHTgOzh5oviit66uq7Fi5XtzO1fVDA+fwZ5dX8ToaG/R9GUr3unwU1DUhJJdc6zo9Wq5mjN3vaNlnDu7G8/v/fuiaYlEGqvXbkI6PdvxulJ8BJ1dABgaPIonttzlOFd+1d1MZhjAJY4/B0VLGNmdiHWX6hFkdnvP7cHQ4HFs3fxRV7nyo+5aNZeZjrOgs1sO6y7VI6jsAkAmcxGZjHU4UimFVHOz4zP4x8fGcvegyNITCSRTzk70ERGMjYwUjEYQr4PaVKpjRheWrV6Ll3bvQDLVlOs0AVDUWTI2OpzLSfv0GeiY7vyKp1qdci8f68EDH/odnDt1omj6b931adz0K291tIznnnnc8fr4IerX0Owu+FsBeINSqtKe1rsK3gcAjzlof+IVK2ddrBsRRcTlq37H+kMpaFoCYmZgGuPWw8zANDPWToxd1Nde+/GGlwEAw0Mn0d9X/oBIlmGMYuvm20t+PALA2bO7sHXz7TCM0apt9PcdxLan/qxkJx8AXtr3dYwMs3TFVdDZLVQrV/tf/HrNtve/+HDJj0cAyGSGsP3pz9X8flB8BZpdm9Nc+V13Kd7CyG4W6y41gnWX4op1l+IqiOxqehM0XUdb53S0dU5Ha8c0JFPNuPv/fRP/9MxLFR9f2rwbiWQKLa1tuXmzj5bWdiSSKXxp8+6qbdz9D/+OZKoJrR2daOucDk3XsXz5ci//E1JIPvi5hwBYQ2clU83IjI9hfGzEfoxifGwUyVS+Y+7TX/22Z8t+afcO3PW2W0o6SwDgH+/9U/zjvXfXbOMfP/cJPPyX93q2TvWIdIeJiBwEcLpg0iwAH5r4PqXUFQB+FcX3L/lvB4tYM+H5QZerSEQRkEp14Nrr77GeKAWlJaDpSeuhJYp2Yq69/h5XZ31UWkbW7p0PVv0B+NRWe2MgAjGNogfsYQZ2bvt8xfkNYxS7dz5kN2FOaMM6C2RsfMD156FoCDy7Nie5On3qcZw7u7ukvaxTJx/H6VPWGSrZ+XJt2Gco1fp+UHwFn11xnCs/6y7vzhl/rLsUV0Fl1xp+UFzlyq+6Cw7JNSkEm9081l1qVBDZVQAgAiMzDiMznrvnxL0f+HWMDg9VnO8jv3wTrFnz82Yf2eEMP/Vbb6k4/+jwEO79vXcDsIery4yz5k4inTO7cN+3rMPiSikkkikkU832ownJVFPuKpH7vvXf6JjR5clyy+Uq9zCs+wBv/u5/YMfPf1Kxjc3f/SY2/9e3PFmfRkS6w8T2DeSHzFIA/o9S6hNKqTlKqaRS6jUAvgtrOK6soyLyCwdtr0PxT9/9Xq00EQWruXkGNtz0QMUhqpZf9m5suOkBNDfP8HwZPYd/WPb9Y2MDMExr51nEgNL0ooeItTM0PHwGY2MTb9lkOXbU3pCIAILiNpSyfkxSrAWZ3ezVUU5zVe5suqyX9lln5IlpQikNStNybViDY1qb10rfj2z+Kb6Cyq6uNwFQjnLld92lySHY7FqiUHcp/oLIrnX8RDnOlZ91d+LVsRRfwWU3j3WXvBBEdqEU9EQSeiIJkfxJQt/+8hfKvr3//DmMDg8DAIzMeG7e7CM7RNfpniPoO1d+NIofftXKvYgJEbFu/M2aO6l0zZ2Pv/35DvzmXZ8q+/rv3P05/O3Pd6Br7nzPllkuV9mHpum5bP71x0uuhcj5x3v/FIB1f5UwRf0eJgDw1wB+D0AS1iYpAeBT9iOrsENF7HmqUkqtBTAX+Q6TQyJy3rvVJqKgaVoSc+aux5y562GaGRjGCHS9OXeQ2Mtl7H/hqzAM634Qx4/9FIuXvrnkvdmzlURMKFV6oE0p3X5Nw5mXt2H+pa8pec/RI9mbb5q5g3UdnUvR33fA2qER7tRMBkFlN5tDN7kyjPGSG2MaRTeQF8C+lLe9YxEG+g9DaZr9w1JV/H6Mjw969tkoPEFkN8tJrvyvux5+IApVkNkFolF3aXIIZJ9BTwEIv+5WuicFxRPrLsVVENldetXVOPDsLuh6AoaRga5r+NHD/4R3/NGdJe/d/rMfA7DO4C938209kYRpGtA0HU/+9/fx+nf+Zsl7/usf/q/VhmFYnSUAWlrbPPs8FA3JVBNe+Stvwyt/5W3IjI1hZGgQzelWJFIpX5ZXLlcr1lyDfTu3WVe0FHTKjY2OlNwIfmx0pOBZuFc8Rf4KExHZD+DzyP9EzXaMFD4K/ysegoMOEwC/VrgYAFsbXlkiigxNSyCZbPNtB9yJ8XHrxm0QyY9res0dWLPudmu6UrmzkkxjrFwTZV119YfQ3rHIfsbLZiebsLJbKVcTbxRvTSsddqCjcylWr9lUMKV6NvM3FqTJIpjsVs9VMHWXJpupUndp8vEru83NhTexDq/uFl6lRZML6y7FlR/ZbU634q6/+1p+Qo2hsQbOW/fkyV75BACf/Of/xJ/+4zcBwL6Cyvqtlb0SxYl5S5a5WW2KmUQqhbZp033rLKnkji/+M5ZedbX1pCDbYyMjJe8dc5FXv8XhChOIyN1KqYUA3gP7wscyb1MAegG8RURK/6sXvtGqKO9G8VUp/+PpShPRlJFMlj8TI3tZrlJa7sy6Hdvuz72enQYA6dZ5NZaS74nf8timhtaXKK92rnS9ucy0lpJp/X0HyrZR6fsRZmcmxR/rLsVXeHWXyKmhwaNIJIszF0bd5X0hyBusuxRtI0OD+N0Nq0qmt08vP8xXdgglTU/kriT55G/8f7nXTdOAplu/tS5dWuMm7gVn/B94die6XvEKt6tPVKogV+WyDZS/oqmlzf19gPwS+StMskTkNwD8NoADKH+FybcBvEJEdjlo7s0AFqH4qpXve7rCRDQFWCVk+WW/XvbVrllr7bcpQMziM0VEis7Emz5jZdk2Vq56v9WEpkHM4jEcxTQ5zijVxWmuEok0tDL3bdA0Hc1N9g58wRlM+TYyuaEPKn0/konWhj4DTT1OcuV33eWJpFSvKNRdIrciUXeJ6sS6S3GUGR/LDWX0O5/4bNn3XPe6WwBYV5KYhpG7yTtg3zvCHioOAK5a/8qybXzofmtgHl1PIDPu/Oo/omqq5cowMlCa1Q3R2tFZYTi5RK5DMHuyRVhi02ECACLyTyKyAsCVAH4F1lUitwCYJSK/JiIHHTbVDuChgsfdInLGj3Umoslv+owryk7XtAS6F94KAFBaAgKBmIb1EMntYF+64OaKZ9vPmJnvjVdaIj+/vRMU9kaE4slprlav3VSxjVVX/4E1v9JyN87MtVGQ50rfD3b2kTviKFd+112iekWi7hI5Jo5z5WfdZSc1NYJ1l+JCRGBkxmEYGSSS+eGSKnV2JFIp/Orv/qH1dzIFEdOaPzMO0zRzHS63vvd3kUgmy7Zx9Y35+0klkinrZtw1hgIjqqVcrrLZ1jQt1zn9x1/6WqUm8LEv/AMA5PYfwhLLI20i8pyIfE9EHhaRH7m9Wbvd8fKRgse9fq0rEU1uN2y8L3f2Rjndi27BnLkbANg72ppuP6zyO3fejVi05E0V51dK4YaN9+WfF85vL7c1PdeLj0JTiJNcrV6zCen07EpNoKWlC6vXfDjbYEm2gdrfDyLn8jkKt+42+jloqmLdpXhRrnLlV91lzaVGsO5SXCiloCeS0PV8J9xf//ipqrn6lfd9EK9689sBWFdD6YlkURuv+bV34q0f/GjVZf71j5/KPdcTSZ7QRg0rl6tsLrOd1Hd96WuYs3BxxTYumb8Ad/3dv/q+rrVwAHEiojqlWxcgkSgd73aiZSvegfkLXoeD+/8d58+/YM2bnosrrnw/mltm1pw/kWjGxlc+iPO9e7H/xYdzN9ecf+lr0L3oVuza/heNfRCakmrlysmNVjs6l2D9jffj+NH/Qc+RR3LTV656P2bMXMUfj+QpN7nyq+42pTob+xA0pbHuUtxEoe4SNYJ1l+LmQ/f/Na6+8TWOcvUbd34St7znffjq5z+NvU9uAQDMX7oMH7rvbzBr/oKa87e0tuErW/di15af4R8/dzeGLvY3vP5EE3M1cL4XAPD6d/0m3vz+D6GpJV2zjWWr1+Luf/g3/PHbb/V7dStihwkRUZ3c7By3tHRh1erfb2hZM2Zeies3lB/HlKgeXuRK15vQvehWdC8Kb2eGJr/Wtm7M7LrS1Tx+1N3tT/OiZGoM6y7FQWtbN6674ROu5/O67rLmkhuGOY7RkXN4+ok/K/u6prWgqcm6kfvZM3tw9swe18toapqV+/vgS9/GwZe+XfKe0dFz2L+/z3XbNHUtXrkan/vGD+qa95L5C/DRB79c97KVUlhz42vw4A9+gbt/vfKVgERuFOaqXim7XoeFHSZERERERERERBRbCoBgGIYZ7u1pRUYB1L5yhYiIoosdJkREREREREREFFualsSiy6+o+0x9r9z962/CzJbyN9omIqJ4YIcJEREAEYFhjAAAdL2ZY9GSp0RMiIgvuWJ2yU/MLsWRiIlMZti3XDG75JdMZhiAf7lidskvzC7FURC5YnbJDyKC4UHrnkwtrW2+ZdfvZUQZO0yIKFb6+w9h77N/h8VL34x0enbD7Q0NncbB/d/EhQv7iqZPn3GFZ8sgGhg4gi2PbfI0V8wuBYHZpTgaGDiCJ7Z8HIC3uWJ2yU/9/YdyuQWYXYoPZpfiaGjwFLY8tqloGrNLUTc2OoIH/uh38PzTTxRNv2rDK/HOP7oTcxYubngZJw8fxL/+xZ/5uow4YIcJEcXO+d7ncL73OSzofj26F91WV0+3iKDn8A9wtOdHnizDNDM4e2YHRkZ6kUy2YWbXaqRS7a7WaWysH2dOb4NhjqG1dR6mz1gJTWOZnkyikF0Rcb3M/r6D6Os7AAUN06avQFv7Alfzl/t+ULxEIbsTse6SE2FnN5MZgmlmXOfK67orYrian8IXdnbLYd0lJ8LM7vmzp7HjsZ/gqhtuQiKVcrXM/bu2Y9+uZ6BpOq64bj0WXnaFq/kzY2N4+iePoPflU5i50F3NpuBljGEkEsU3lQ4juzXX087V2ZPH0T59Bta9+mZ0TJ/pap36zp3FEz/6HsaGh3HpshV1fT8oGnr2PY+zJ46XTH9262N4dutjeONv/R7e/IE/qju73/7SX+F7//h3ZV8vXAYAZDLjePThf2woV43WXT9xz4SI4kUEYppQmmbvhCgsXFx7R2Oiwp0YMQ0IBCg4kKyU7ngZPYcfQc+RHxZNO7D/G9C1Jrxiw2eg69Vv+mcYo9i57fMYHi69QeGlC27GoiVvcvHJKJJEYBrjrnJVSaPZHRo8isMH/8tRri4OHMXO7Q8UTzxk/bNm3e2ODuBV+n4YmVEAl9Scn0IWoewWt8W6S1XYuQXc5aqSRrI7OnIWWzd/zHGu/Kq71nA5c2vOSyEqyC0QfnZL22LdpQoilN0LZ07jr+/8EADg1vf+Lt76wY/WXNbhF/biM7/9trKv3f3/s3fe4W4UVx9+Z1fSre7dxr2AMcU0J6aXEAih11ADgdAhhNATwPT6EUKHQOid0AIkJAFCCRBMN2Cwjbtxb9e3qezO98dKutJVW+mqrOzzPs8+tmZ3zszavz1azZk58+CzjNhkQk4bLz9wFy/dfwcArc1NIAET76M1th0p2CdmIl/tZiNRVzEevfEKaurq+OOr71JTV5+1frCtlSm/PJhlC+annHP7fAjew4qEsW0b6NCVYfowTZ8T7FCKg04+O2+7icGSXG1EwmEWzJzOM7fdmGSjnH631BiV7oAgCEJeKAWK+Ev5gvmv09q6NC8Tra1L4y8xjh2FYfgwTH/8cNvGrBlPd/x41Np5KdI2AJYd5IP3LsC2w2nrAth2mA/euyD+41FrG21b8ZeqhQv+zawZz2S9H8sKur53oUIolZeuMlEs7brR1bp185MG7bRto207/vnzT2+med2CrDayPR8aO0tNwTN4TLvgDb8reJyobr2kXS/4XcHjJOjWS9oF8btCDjykXa11fDX13x+9n0dvvCJrW3Onf5U0aGdZESwrEv981QmHMe+7b7LaeOSGKfFBba2TB8cFL1O4T8xEIdrNtPq/s66cAWxntWiwrY3Td9+WcCjzOEA4FOT03beNB0ts28KKhPN6PgTvobUGpfAHavAHauOHUopwyNkr55UH72HJvDl52V08d3Y8WBIOtedsIxIOAYXpqhh+txxIwEQQhKpDKQOlTOeHFjB75l/zqj/n+xcBoitVnBkeADU1vamvH+i6DduOsGTx+1FbETTasYdCJ8xWmfP9Sxn7MmP6o85ftEbbERQKZZhodLztJYv/S3vbyow2Wlp+yOPuhUpgGn7AK9p1dJlLV198+n/O1dFBDWUYKMNwBvCigyQps6ATaGtbkeP5yOvWhQrhLe260VV5/K7gbQzly0tX2ei6dt3rqpR+VwbwqoN8fWI2xO8K5cQr2lVKobWNFXEGpP/zwtMsX5Q50HzVrw4HOgb9zOgMasuKxAenrzz+0Iz1ly1awNsvOsG+SDjk+OoNbGPkqiX631Rp7dp2JMVOOl2ZPj9Kqehnx+8+e0fmd4I/T7nQ6YvWRMIhlDIwff68ng/BeygUpukki+ozcDCDR44GwDBMDNMX/799/Jar87L79O3OShHLimD6/K7a0FoXpKuu+t1yISm5BEGoKhoahhAMrkIZBrYdQQFr1nwXdda5X0611qxe9U307xZGdDBwq20vpKFhMAAtzT/w2Sc35GwjFFyFMpyXcqXMjpdjpVDK5wx2KJPFP7zLqDGHpN1LYsWKL6J/t1EJ+ZuVMnAGWZz0Y9989We23u4iOpNrpqngDRoaN2Lj8b90patMFE+7Kj9daVCGGf/oDN5Z8R8ZTWtn073HqBQb30dnimZ6PrBCOe9ZqDxe0G4iuXRVDr8reJ/GbkPZeruLXX+fZ6I42lUoZVTc78oAnvdpaBjCdj++HHD/LpqJrmi3M+J3hVx4TbuGYaKVcgb+TB+3X3gGVz72ckpbiTOYtdaYPn/8sxkbFIz64llffsaYLbZKsfHojVMAZ+AvNqAtVA+FjAFkolDtkmbVfSZdKWXg8wecQWafnzeefZwjf3tJWr/7yVuxlS4RfP6OfSXcPh+CR4n+V1/x2ItsNHocAAtnfcflxx6EafoIh4KYwDcffZCXdqe9/w7g6MUfqM3ZBjgB6pj9Uvjd+TOm5/MvU3RkhYkgCFWFaQaoqenlfEgYSHOblsqy2lPK6usHxl9iABoaB7tqI24ruiwSYKttLsjQbmr/0vUFnBzlQNSm035r6+K0165ZPSNtueA93OoqE8XUrltdxQYwAIaP3JfhI/cFnIG8WJqYtWu/T28j9sPVxfMheBsvaTcfXZXK7wrVg2e0m8f3ufjdDRfT7BjQqqR2O69FEr8r5MJL2h08cgwQDcZFzy36flbatr6Z+kG0zUh8NvXBp53Dwaed49yXzx9PE/Pd51PT2/jIsaFtOz5wOHTMJjnvU6gsM2fORKH4ZtpfmPrh1Uz98Gq++eovWFaISLgNO/pnJNzG1A+vil+T/bgqXse2w1E7kZxtAM4+Jwmk09WUR15Iey/trS0pZW0tzWmvveyh5wB3z4fgXQaPHB0PZABsNGZjeg+M7VPXoaV02khHOr24bQPy01U+fnfut1+56n+pkBUmgiBUHYkv5cXASjPTvdA2ipEn3Jlt57I92QeiqvCydhPJR1cqj7kXkke/evGydsvtd4XqwsvaTUT8rtAZL2tX/K6QjYpqN48VHrHUL24wElb95UZSIFYDWltY9vJOpRYdKz6c/0dbr3T1Xxq9OqlE67CrNtyQj14zkZ+OBa8SbGtLKaupratYG/noKh8dxyYQVQoJmAiCUFVYVohgcFVKuWnWuKpvmrUdH6Iv1MHgKlpafkhaKptug7fObcSW2RLLDa5Uxtzi6fqX1JcEPvvEyR+ZOJOvV6/0M5V69BidtlzwHm51lYliatetrmJpYJRhMm/OK/HziTOge/Yal9ZGff1AWluX4Ob5ELyNl7Sbj65K5XeF6sEz2s3j+1z87oZL4qBwJbXbebhZ/K6QCy9p94fZM6lv7O6koon6zAk/2iFtWxtP3C7api+e4uj5u29NuK+OGdCbbjc5rY3Bo8bww+xZoGJpmg0WzPqOwZMmubpfoTKMHTuWVatXc83Tr6WkHAJn0+tYWqL73//adVqjk7afEK0fxB9wNJ8urVFiG81rVzt7jSWQTleZ9nSorW9IKatraEx77ZTjDor3NdfzIXiXlUt+YOH3M5J0tXju7JTr0mkjHcl6UXm1AfnpKh+/O3qzia76XyokYCIIQlXR0rIIn6+uI48y0Lv3BNf5YpVS9Ow5jjVrZkQ3q3QGID77+Abq6wdEAzKrAXK2UVPbj3B4dUdu8WiecrRGaytet2/fiWn7p5Ri0OCdWPzDu9H85pF4bmitbUjI8zxq7GFp7yddDnPBezSvW8Bnn9wA5NZVJoqnXR2f1elKV0olDdQ5efQ77DV2G5rWxqabnczHH12Z8flIHZIRvIi3tJtbV+Xwu4L3aWleyNQPp7jWVSaKo92oNvP5Pi+B35VN371PS8siPp16bV4+MRNd0e7K6H4jMcTvCrnwmnZt28K2rPi+Dcecf1nathL3JFGGkTRQZ0XCSbObh2+8aVobZ994Jxcduld88E8Z4muricuPOZBBI0YRbG9j1RInJaBtWxhRHWy54655aXf8dj9m+tQPMRL0lKuN2J+JpNOVYZhoreODzADb7r5XRr+7+6FH8eZzT2CYPiLhEKbPh1KG6+dD8CjR9zkvaFdrHQ/olcLvDh5R2cnBsg5WEISqQ9t2dPal48JGjD4gr/qjxjqzM5RhorUVTyvQ2rq04wXcRRuG4WPgoB3itpyXeguNdn74Rb+gxo0/JmNfRsbsKoUyfGi00y4q/uNx4KAdqKvrm9FGYk5fwZvY2snD6Q3tOrrMpatYbnGljOggiR390WrGAy7x/ONpqK3rk+P5yOvWhQrhLe260VV5/K7gbSw7nJeustF17brXVSn9bj5paoTKka9PzIb4XaGceEW7zibHRnzQbteDjqD/kPRBZoBLH3wWcFLKmKYPy4o4A3g+fzzNTOyadPQbMpRdDzoCILo5tyEB6moh+t+0eO7s+GCwZUWcgER0APfwM8/Py+Qxv7sUcLRgW5F4+qFsbfgD/hQ76XRlRcJobePzB+ID4Sddfn3Gvhx+ltN3pRQ+fyAebMnn+RC8hwZXuiqHdpVSBemqq363XEjARBCE6kJrQGOYzovF0GF7UV8/IC8T9fUDGDrspwCOHQ22Fe447IjrNsaMO5yNhu7hfFAqaVCjrq4fk3e8MSF1VyqG4WfyjjfGl6k7gyRm/MfnsBH7MGbc4Vnvx+0Sd6GCaJ2XrjJRLO260VVjt6FJA3PKMJJmfEzc+ryMs5xjZHs+sj0XgofwmHbBG35X8Dha562rTKxPflfwODHdeky7IH5XyIGHtKuUig8mH/jrszj2gsuztjVikwlJA3Om6YsPBoKzmfGITSZktXHsBZez9zEnxtuXAHW1oAmH2hOOIGgdT8W17wmnMnD4yLwsDhw+kn2PPwUAf6AWrXO3kek7urOuEgeTBwwbzl1vfhxP+5UOf6CGu978mNr6eiA6OO3z5/V8CN4jFqSotHZjwZFCdFUMv1sOJCWXIAjVRfRHGjgvx8NG/KwgM8NG7AMoFsx/3RmQyBA/dtPGiFH7M2zEPqxeNZ3Wlh8wzAD9+m9DINDdVV9Ms4bJO95IKLSOVSu+JBxupqa2D337TcQwxE2vFyiV9H9ZSe3WNwxl2PC9XLXV2G0oO+7yJ5rXLWDN6hlobHr0GJ1XKrhMz8dXX9zp2oZQQTyk3UTE7wpZUSo+kBajUtqtqe3Dj7a/yrWuSuV3l/zwX9f1hQqRRrcgfleoAjyk3V79BnDsBVPYbo+98fndTc4ZsckEHvjgG+Z99w3fTP0A27bYeOJ2SaljcnHYGb/joJPPZtoH73D/lRe5ridUEKXig7+d2feEUznw12cVZPbAk88GpXjlwXtSBoLTtfHifbdltJWoq4Xfz6Smro4f7flzevRxtxqvpq6eO9/4mKbVK/ns7TdoWr2KvoOG5PV8CN7Dja4KIR/tvnjfbQwcPo59jv11Qboqht8tNfJmIghC1dGz58aMGntI3rOVElFKMXzkPvQbsA1zv3+JVau+7lIbhuGjT9/N6dN384L7FAh0Y+Bg2XRtfcYL2nWbyzSRxm5Dc85qzkYxng+hsnhBu50Rvyu4odLa9fkaChoMLrbfXbr4w4JtCZWh0tpNh/hdwQ2V1G7PvgOYvPd+BbU5fONNM+5V4gaf389WO+9B7/4DC7YhlI+Gbj3QndKnbTppMkef+4e8Z+cnopTioJPPZvJe+/HMHTfxxXv/6VIbMV1ttfMeBfepe68+7HKgrOJbHxg2bjxDRo3tsq7SkY92X7zvNkzT32VdddXvlpL1ImCilOoO9AX6AHUAWut3KtopQRBKQvfuI9lsy9OLZq++fgCbbn6yk3vRCgLODLhCBpUFIRPdug1n6+0uKaquRLtCORDtCtVIt27D2XLr3xVdV6JdoZR07z6SLbb6LVB8XYl2hVIxc+ZMfL4GAoFe0RJFW9sqvv7yz0VtJxDoS3zTiQxtWHbY2bNJEFwwaMQornz8ZdpbWwCorW8oqk8cOHwkZ990F1rrkrUhbHgEampLrivRrkPVBkyUUvsCBwG7AiM6ndZkuTel1KZA4tq7+VrrFUXuoiAIVYRSCp8v/ZJcQegqShkle8EQ7QqlRLQrVCNKGSXVlmhXKBWl1pVoVygFWrdhRzdmdwrK0Wi6MjtNoSBkRilFXUNj1bchbHiIdktP1QVMlFL7ANcDsR1gCvkVfypwRsLnJ4Fjutg1QRAEQRAEQRAEQRCEDYKxY8eysi3MVU/8rdJd4ZfbjkEVNDwkCIIgCMlUTcBEOdMbrwUuiBVF/+w8t8DNN+QtwGmAGf18oFKqm9Z6XZc7KgiCIAiCIAiCIAhViGWHCbavZOqHV1e6KwSDK5k5c22luyEIgiAIwgZG1QRMgLuBX+MERHT0UCQHSFwt/tRaz1VKvQIcEC2qA/YHHi9abwVBWO/pvElcNtrbVvLNV/fR2roEcDYqHD3ucOrq+rpua9XKr5j+9f3xsmHD92bI0N3z67QgJJBNV6ZZ48qGZQWZN+c1flj0HwD8/kbGbnwkvXpP2ODynAqlo7VlIatWfpWXrkrhd53non/e/ReEGOJ3hXTMnDmT1tagJ4IUaJtIZB1WSzP+QA2GaeauE6uqNaFgO9p2UiMZpok/kN9eKbZlEQq2J5S4ey4EIRNaaz5/903uuPCseNn+J57O3kf/ipq6elc2gm2tvHDfbfzrqUcA6NarN8dfchVb7rCr+F2hy8yZ/iUnTt60IF0tX7SA2y44gx9mzwKcjbmPvWAK/YcMdVU/8flobW6iz6RJBd+HIMQoht8NBdtK1T1XVEXARCl1OnAyyYESgDeAV4E5wM3AqDzMPoMTMImNeO6JBEwEQciD1pYFRCLtOXNBz5rxDEsW/zepbM2a7/jko6sYOGh7xow7Imv9SKSdD/97YUr5/Hn/YP68f1AT6Jl33wUhl662mPgbuvfI/rXatHY2X37+p6SycLiZb75yNuH88Q43SK50oShobeelq1L53WBwTX4dF4QExO8K2dC6DcteXuluAE6go76xe/zzHf/+KGce80dvvIL/vPA0/kBqgGOXAw/nuAunZK3f1tLMmT+ZBH4I1NYB0NrcxNixY/O/AUGIEtdVJ15+4C5efuAuLr73ccZssVVWG7O+/IzrTjk6qWzd6lXcfr6T5d3N8yEIbshXVzG/m8g3H33AxYfulZ/fFYQiUiy/e/VJvyhVF13h+YCJUqoXTiquWGBDAQuBX2it30+4bkqepv8GhAB/1OYeXe6sIAgbHB/+90J22PnWjDNA5s5+OT5o58y2i7oypVDKYMni9wkEejBsxN5p62utkwZXEm0oZYBStLQuBoYV65aEDQA3uvry8z+xzaRLM87Gb21d2jFop3V0xVXUhuHMRs31fAiCezpW9FXS75ZlI1thvUT8rpANr+0DEWxvw4qEMX1+AM78ySTuf//rjLp69s7/iw/aWVYEdEyXBoZh8vaLz9Czb3/2P/H0tPW11kmDK3EbeazmFoTOZNQVTlBQKYPrTjma6557PeNs/CXz5sSDJVrb2LYdt+H2+RCEnGiNFQkD7nVVMr8rCF2g2H63khiV7oALzgNi01sUsBSYnBgsKQStdTMwLaFosFLKXY4GQRCEBFat/DptuW1HWLjgDQC0baGUQhmmc6DQdgSA+fP+jh39e2dWr+qwre0IyjDiNrTWaG0X+W6EDQG3uvr6y7sy2vjys1ud+tpGa51sI0HPmZ4PeSEX8kO50lWp/a4gFIon/K4guEQphenzEwmH4mVfvPdW2msjoRD/eOwBAKxIGMMwMH1+TJ8fpYy4jZfuv4NIOJzWxhf//U+HvXAI0/Q5g4YyAC10gUy6Mn1+bNvGti0AbvnNiRltXHvykQDYtoVt20k23DwfguCKqM+ttN8Vnyt0lWL6XR29tlJUQ8DkcDrScGngVK31oiLZ/oTkPVA2KZJdQRA2CJwB3+lf/znt2dWrpkcv087LR+ILiFKgjPig8Yrln6e1MfO7Jx0TtoUykhcFKsOQQWehINzqqr19ZfylJhHbtohEWp0P0UG7ZBu+eP7yTM9HJFLZnKRC9eFGV6X2u8jvSKFAvOB3BSFffP6AMzsUuP2CM9NeM+3DdwE6gniqQ5tKKQzTjO/7N/WNf6S18dC1lwLOwJ/PHyha/4UNm2y6Ms0On7l80UKsSOokCisSoaWpCXBWBZpmsu9283wIQr6I3xWqmaL63QpPDvZ0wEQpNQIYnVD0ndb6pSI2MaPT55FFtC0IwgZOS8sPgOPoYy8xE7c+j622uQBwUnDEvgSC7SvT2giHm1PKdtj5Vrr3GJ3makFwRz66sqz2NGWpwY5u3Ueww863JpRkD+ZZdijreUFIT3Zdid8VvIoX/K4guGXE+M07PuSYnLNwlvOT2rYiGNGVeJc99BxTHnkBAMMwsaODfysWp5/3uG71qpSy+9//WvaFELpEJl2Nm7hNSnlbS6qPbmtel1I2evMtuf/9hFV8MnlNKAI1dfV56apUfnf05hPz7bogJFEKv1spvL6HycSEv2sgfWi0cNZ0+tw93UWCIFQfth3GsoKYZi1G5xnCZcI0ohF1peKznT//9OaOC2IzoAG/P9cPwo5pzV9+fivrmuYWt7OCZyivdnPryjBSZxwZRuKGro6NdU1zmfbF7Xm0LFP11zfE7wrVyobid4X1j3AoSLC1ldr6BnyB4s0QXjJvdnwQLheBOmeDdmUYzmxnpbjy+EPj57W24yuiuvfqnd1YwqrA6045Ku1girB+UCrtpqWTrr6f9kXKJYHa2tSyqLYTbXw/7QtuPP244vdRqBpKod1gW2teuiqV3130/Uz6bjYhj54L1UTV+d0Kjxd4PWDSL/pnLB1XsRPyro3+GQvfdiuyfUEQyohth1m+7FNmfvdEyrkxY4+g/8DtMAx/UdqwrCCxRXrDhqffOLjfgG2YM/tFZ0azHUGpZJerdUdajt59t0hrY/CQXflh0X9QSqFt58UnPriiY9kKhWqnXNrV2knzko+uTDO13eQyHR+Eblr7vVNid8zuz/R8+AMya3R9oBzajeFGV6X3u0W5FcEDlEO7lhUm2L6SqR9ejcJHOBydNWc5fnb1yukJV2uwHN/76dQb0tqLhNtSrl214quOMhRY4A/0YOqHVyfVDQZXMnPmWoTqJxwK8r9/vsqD1/wh5dxxF01h+58dgD9Qk6ame9pbW6hv7I5lRTBMJ3Cy/0lnpL32xz/dl2duuxHDMImEQykpOKxIJF621S57pLWx5y+O419PPYJhGFhWBNP0pR1cEaqbcmg3kWy60gkTKAACNWkG7hLLtI4PTM/4/BMAV8+HsH5QDu3mo6tS+d321pYu3YPgPara71b4h5enU3IBfTp9XlNk+/WdPqffDUkQBM/T3r6K9989L+3AB8CsmU/z/rvn0d6eukSwq20MGbp72usDge7U1TlxX6VMtG0lHUo5L0KmWUMgkD5eO3zkPkQNgCKhvp00c0SoXsqp3dgm1251NXbckRltjp/gbNQW37A4Qdso4i9DmZ6PmP6F6qVc2nUC1NqVrkrtdyv94i4Uh3JpF2w0bVj2ckx/BLCjh074e3KZP+DHspenPfw1gZz1wcb0hVLqai37Rq0PrFi8iFN32SrtwAfAI9dP4dRdtsqYgsUNOjowbEXCKKXigeq9jzoh7fU9+vSl/9BhAJg+P1YknHSYPifwWFtfT/denX/eOxx08tmAkzZRKRWvK+mO1h/Kpd1EMunKsiLY0YE8gOMvuSqjzTOuvw0gumGxlaRtN8+HUP2US7v56KpUfld87vpFObTbmWL6XSPNxM1y4vWRts7hzc4Bjq4S8xyxEFf6ZNaCIHiaUKiJj/93hfNBa2w74hxWGNsKo+1I/Mv/4/9dQSiUf17Ezm3E2GLiOZhm5oj8xG3Od/6iFMowk47YwN+kyZm/LEyzhi0m/iZqwkio7/wdIOCXxXHVStm1G8WNrgYMnMyAQT/OaLdP3y0YMNA5H6sXP6Iv+bmeD6F6Kb92lWtdldLvJm0iL1Ql5dbuiE025+GPZ/Hwx7O45qnXaOzRK+Pxs2NP4rHP58av73w89tkcfnbMiVltXPP039PWHb3ZRMaOHVu0f0eh/KxduYILD94TcAbXwqFg9GgnHGonEg7FB4wvPHhPmlatKKiNYFsrSilMnz+eluvi+56gpi7zT/EpDz8PEK+XeKio37zllXcy1q+pq+fiex8HnNz7sbric9cPyqndRDLpyjR98QHlnfY/hJ32OySj3a13+Qk77XcwQLxe7HD7fAjVSzm0G1u5lK+uSuF3xeeuP5RDu+kott+tJF4PmCyP/hkbnexfZPtbdvosARNBqEI++ziauiI68GEYPucw/RimH2X4nJn10S+Eb7/+S5fbAKirH0z3HiOz1jPNGrbf6Wb69p2Ycm7Q4J3Yfqebcw4od+8xiq23uwSfL/WFafyEE6mt6+vuJgTPUW7tJpJLV2M3/kVO22M3PpIx41Kvq63twzaTLs35fAjVS1m1G8Wtrkrtd4XqphLajTFmi6245qlXaejeI+XcmdffzvEXZw7kxTj+kqs5/uIrU8r7DdmI6557nTGyYet6y+XHHgg4uenDoXb8gZroUYs/UIvPHyAcakdrG4C7Ljmn4DZiuNVVTV0997z9GdvuvlfKuT0OO5p73v4s54BytudDqG4qod0Y4neFrlAO7Ybak1eAit8VikE5tJuJYvndA399ZtH6VAhe38NkSafP2xTZ/m7EE/4CMD3LtYIgeJBQaB3hsLMhpG1Hkpbt9ew5jjVrZgDOcj7bCmOYfpqaZhMKrcuYjsVNG7Ydcr0xrGH42WTCCc5SWysIOAN6Ko8ZHPX1A/jxDtc5S8GtdgwjEN9HYt6cV13bEbxDJbTbmWy6csvAQZMZOGgylhXGtkPRTZMl3db6TLm1C1DfMJRtf3Sp6z6Wyu9+kbiBvFB1VEK7nRk4fCS3vf4BViRCW0szgdratDmcs7HT/oey0/6HEgq2E2pvp66hEdPn9Z91QldoWrWCdaudFHGRcIhATcemqOO3+zHTp34IQKCmjlCwjUBNHTO/+JSm1SszpmPJ1sawcZty7dOv5aUrf6CG0675I1rreB782vqGvPxu5+fjulOOdl1X8Cbl1m46xO8KhVAu7WqtGbHJZvzh/qfy1lWx/e6lR+3nup7gXcqh3c4pEDtTDL+7za4/5ck/XptXnWLi9RUm/wNC0b8rYE+lVCDL9a5RSv0cGJZQ9IPWelYxbAuCUD6WL/0YcCLnsdz03boNZ4ed/8hmW57BDjvfSo8eY4DYXgtOBH3xD+92qY1C3KdSCp+vFp+vNq+XmEQMw8Tvb8h7UFvwHpXTbirF0JVp+vH7GyRYsgFQbu0CBftM8btCIpXQbiZMn4/GHj3z/vGYSKCmlsYePWXQbgPgg9dfAcC2LYxo/u9REzbnz//9ivNu+wv3v/81G2+9HQA+fwDbtgB487n0+/RkawNiqYcK05VSirqGRuoaGgv2u7Hnw5C9+qqecms3G+J3hXwop3YNZXRJV8Xyu6Lr9YNyaNeyUidjpqMYfrdSePpp0Fq3KaXeA2I7e/YGjgUe6IrdaNAltgZI4awyeasrNgVBqAwtzQsBZ1Pe2EzRcZscE891r5Ri9LjD+XTqtShlYFthlGkQbHOfgS9dG25XlwhCJiqiXavINyFskJRbu4KQDzNnzqS1NcjUD69OORdsX0kk0kZ8gbkF7e1r+fh/HbPXbDtMJBxLj+Fct2Duv1i25FNX7Se3ARrZQFXoOgtmOIkQrEgYf8AZdDjxshviAQWlFMeefzl/OHJfDMMkHGrHCJis+GFh3m0IQjER7QrVimhXqFbKoV1tZ58YtD5QDSN+T+EETGKps65XSr2mtV7cBZt3ABNJTsd1T1c6KQhCZUg3DFHswQkZ6hBKgWhXqFZEu4LX0boNy16eWk4QsOOfAGy9Cm0bCXXthGuc6zTp7aVtO6kNQSgO6VJfdB6sKHRWcbY2BKGriHaFakW0K1Qr5dDuhkA1rHF9EIilytJAH+ANpdSwzFXSo5TqrpT6K3AiHcESDbyntX6/SP0VBKGM1NY6ORYTU2d8P+OZ+JeE1jYzvn3M+btto6Lpghq6bdSlNtLtByEI+VAp7QpCVym3dgUhH8aOHcvozSby8MezUo7Dzjyfxh69qO/Wnfpu3Wns0YvNfrwTD02dycMfz+LBj2YwdsttaezRi7rGbvFrjr/k6rT2crUBoJAfpELX6TvY8Z+mzx9PnfHoTVfE/a5t2/z5igsBJ02G6XNW/w3beNO82xCEYiLaFaoV0a5QrZRDu7HMAusznr9DrbUFXEDHShANbAJ8pZT6g1JqULb6SilDKbWdUuo6YB5wYIItcPZI+V3ROy4IQlkYNGQnwHHYsdQta9fO4r/vnMNXX9zJf9/5Lc3r5gOgtRV37P36b9ulNtLNHrVti3C4GcsKF3o7WFaYcLg5/sUmrL9UTrv5o7UmEmkjEmkreCZUMZ4PwRuUW7vZEL8r5MMehx4FOPvSRMLONonffTqVk7afwM1n/4pf77AZc6d/BYBtReJ7Mv14r30LagMKX32ltaa1eR2tzesK9rtWJELzmtWEgu0F1Re8Qzm1m4ti6CoUbKd5zWqsiExAWt8pt3YtK1Kwrorld0XX6wfid4VqpRzaje1301VdFcPvlopqSMmF1vpFpdRVwKU4ARMNNAJXAFcopeYBfUkIhCil3sfZ82QIUB8rjpmkY3XJuVrrj8txH4IgFJ9AoBvdu4+kqWkOhuHDtsLxnPpr1syIX2db4fi+I35/I4FAty61kUhb23K++uIugsFVSeVjxv2CgYMmu2pj5Yovmf518vZMPl89W2x1DvX1A1z3VageKqJdO0Rry0JaW5e60pVth5nz/UspGx737bsl48Yfi2Hk3gQ70/Ph9zUA/V3fi+Adyq3ddIjfFQqhe+++jNliK2Z9+Rn+QA2hYBuBmjoApk/9MH5dKNiGP1ADQLdeveneq09BbQDMnT6Ns/f6MZfc9yQDh4/MWT8cCvLM7TelbLy5zW4/5ddTboj3KxvLFs7n5rN+xcolP8TLWpub6DNpkuv7ELxFObX7+btvpj2fTlcAx198JTvtf6irNj59+9/cedHZSWUN3bu7fj6E6qPc2p0/4xtO3mmLvHRVbL/b2txEf/G3VU+5tGtkWU0tflcohHJoVynFnOlfctquW8fLyu13S01VBEwAtNaXK6UGACfTETSJBUBGkJzuWgE/gpQ18J3DVTdore8ufm8FQSgnm0z4FR99cCkohWH40HakIzodzc1oGL7437fa9qIut2HbTqS+ae1svvz8T2nrzJrxFOua5jF2419ktT3zuydZuuTDlPJIpJVPp17LFhPPoXuPzF86kmqpeim3dsHRixtdWVaQD967IO25FSu+YMW7XzB5xxsxzcwvM9mej7b2FcBo9zcieIqyahdnI+3YJt6WFaS9bWnaOt9+/SCzZjxDTU32F/5gcCWRcEtKeSTcxkfvX0pt3YC02g4GVzJz5tp8b0XwEKdf+yfO3XdnlDLwB2qJhEMJ36OOXv2B2nhu5ysfe7HgNmK0NDXx+1/8nIvve4Ixm0/MWC/Y1srpu6dfifXJW//kk7f+yV1vfkxNXX3aawBmffkZ151ydN59FrxPubR78k6bp5Rn09VD113G919/wfEXX5XV9kPX/oF3//Z8Srnb50OoXiqhXfG7QjEoh3b9Nel/S4nfFbpCObTbmWL73Urj+ZRciWitT8XZf6SNjhUisQNSgyY6zTUKJw3X8VrrS8rQbUEQSkwg0J1tf3S580EplOHDMP3OYfiSBu22/dHlec1yztQGOAPPscFgrW20bSUczpfR0iUfsHLFlxntLln8QTxYEqsXtxH9Qvvy81uxrGBGG83rFuR9P4I3KLt2gdjXYS5dffT+pdHLdSdtWxAdGP/8k5sy1resYM7nQ6heyq3d2Kbblr2c9rbFOGkR0x+R8DrC4SXx6zsfodBiIuF1WW20ty1OW1frti78qwleoEefvtzw/L8AZ3aczx/AH6iNHjX4AzXxH483PP8vuvfu26U2tNbxdG/XnXwUwbbWjPV++/Od4nWsSDjpiAUkrzj+kIz1g22t8cEV27aS6uOxNAdC/pRLu50HhrPpyrKcFBzvvvxXPnv7jYx23335ufigXaxezIbb50OoXsqp3Zj/rKTfFX+7/lAO7abbfFv8rtBVyqFdrXVBuuqq3y0XVRUwAdBaPwhMAO4G2nECIIkepnOAhIRrbOAhYLzW+pFy9FcQhPJQW9ub7Xe6mTHj0q/mGLvx0Wy/083U1vYuWhvhcJNzQmvQzubE8UOpeG7/zilfEpk14ynHhG2jlIEyjLgNx5M5rmz+3L+nrR8KrUOn2U9FqB7Kqd1YeiQ3urLsYPRSK1nbhomzvZiTFikUakprY+GCNzraSvN8yI/J6qdc2jXNGkZssjkPfzyLg075DY09etHQvQd1jd1o7NErfjR070ldQyONPXoRqK3LuCl3TV19fFPvhu49k2w4ZT1o7NGLfY77dUrd0ZtNZOzYsQXfj+AN+g4awj1vf8YvL74i7flfXXot97z9GX0HDelSG7X1Dc77gNbxSRAv/vn2tNc3rV5JsM0JyFmRMKbPn3RYEScd6NL581i7ckVaG39/zHnf0NpGa51UnzQDMkL1UQ7tdh68y6YrwzDj2rzjorMy2nzoussAZ38Jw/Rhmr64DTfPh1D9lEu7SinXuiqV3xV/u35RDu12RvyuUAxKrV2FyltX+fjd5rWrC+pXsaialFyJaK3nAWcopS4Hfg7sAuwAbATUJVwaAZYD/wP+BbyqtZ5f5u4KglAmDMPPwEGTGThoMrYdwbLaMc3ajkHiIrYx89vHCIea8Pnr0Np2AhxA9x6jaVr7vfOirDteli0rjGkm7/eQvEmxhujmxt26j2Bd01yUYUQDKYpFC99i5OgDU/qTbfWKUD2US7tKmYDz4u1GV1rb0TrJKGVGzxksX/YJQzbaLeWaBfNe77CR7vlIyZopVCPl0G4if/uLk0nVtixnUAIYN3EbZnz+iTPIlzBIEQq2E6ipTaqftFlm9DkAGL35lnw/7QtM04dlRTBNg38++TBHnH1hSe5DqDz+QA07738YO+9/GJFQiPbWFmrrG/AFAkVvy42uPv3PvwFnJmlsI80kGz4/tm1hGCb/+9er/PQXv0y5JtvzIaw/lFO7IH5XKB7l0G5shVQl/W5dQ2PR7kfwBuJ3hWqlpNqNyjAfXeXjd798/52u97ELVN0Kk0S01iu01g9rrX+ltd5Ya92As8H7EKC31jqgtR6itT5Ya323BEsEYcPBMHz4/Y0lG7TLxOZbnkW37iOinzpm0Mf2PEnEtlPTIXXvMZotJp6TUJJ9Fn443Jx/JwVPUx7tutSV1h17UGxzARO3Ps8pT1ghYlup2s5EpudDWD+olN+94K5HGL35ls6HhJVLofb2lGtDbakptcZN3IaL703YcFBWP21w+AIBGnv2KtnAB5BTV+tWr3Iui644BZjyyAtc9tBzANGVq86svWAaHWci6fkQ1jvKot00iN8VukqptDtoRML+eBXyu4NHjcmny0KVIX5XqFZKod18dZWP300K/FWAqlxhkg2tdTuwuNL9EARhQ6Jjhsd/3zkn7RWmWZumrC6lrGnt92lt+P3pZyp1JdWNIOTSlVJGfCXJZ5/cGD8fKwOobxico5Xcz4cg5E3CzLqTtp+Q9pJ0MzzrGlP3Upnx+SdpbXTrJf5VKD6ZdBVLh2CYvvjMuinHHRQ/b9sWhun8dNtodI60cC6eD0HIG/G7QhUwd/o06hu7J5WV2+9+P+1z+k6aVEj3BSEZ8buCx8lXV/n43QFDh5egx+6p6hUmgiAIlaSm1tkYy0mdFUk6p207/oLj89VjGKlpjQzDpLYm+kWSEEnvsBGJpzIau/FRafvQt99WXboHYUNEu9eVUqDt5JkiWietPOnVe3xaG+Mn/Noxken5kJRcQgGcdeMdgJNqIxJOXt1kWRGU4bzaNnTvkWGZty/+oq4MI75xZoxIOBRPffCrP1xT9P4LGyZudLXdHnsDzsw627Lim15CNId5NEUnwOaTd05rI9vzITNJhUIRvytUI57wu4JQIOJ3haqg07tlsf3uuC23KUWvXSMBE0EQhAJJXCGiDB/atqKHHd100HGxW2x1TkYbE7Y8w6mvjPhG8XEbCWltevXeNG19w/BRU9Oz6zcjbEB0BCqy6WrY8J85Vxs+NLpDm7oj4LLR0J9kTL/Uu0/HTJN0z4fES4RC2HLHjv1yfP4AViTsHFYEwzDiwelL7nsikwl+d/tfACdobRhGkg2fv2OJeqbBEUHIC61d6coXCHDASWc6f/cH0NqOa9O27fgP0J8dexI+vz+tjWzPh2xCLBSK+F2hmtBau9ZVqfyuBKiFriJ+V6gOVN66ysfvxv5eKTwfMFFKnaaU6lHpfgiCIHRGKcWPd7ih47NhRg8jPjCxxcRzqK8fkNFGXV1ftpj4m5jBZBtRfrzDDfEoezpqanp18U6EDZFcuho2Ym8GDtoeiAb0Omlz0OAdGTFqv4z13TwfgpAvSinu+PdH8c+mz+8cpi8epL74vicYOHxkRhv9hwzl4nsfj9ozkmzEuOPfH2V9PgTBNQk6yqWr/U88nV0OPBxwBjg6a3O3g3/Boaefm6WpzM+HIBSK+F2hmlBK5aWrUvhdec8Vuor4XaEqUOnfNUvtd8uF5wMmwJ3AYqXU40qpPSvdGUEQhER8vlp22PlWNt3s10n7QQzZaDcm73gj3XtkfomJ0b3HKCbveCPDhu+dVD5+wq/ZYedb8flS9z8RhEKpqe3rWldjxh3BNpMupVevTeJl9fWD2HbSZYwee1jO+tmej27dKpuTVKhe6hoauf/9rznrpjuT8uP+9MhfctebHzNm84k5bYzZYivuevNj9j/pjKTys268g/vf/zptPmhBKJR8dHXchVO47rnXmfCjHeJlQ0aP4frnXueY8y/LWT/T89Gzb//COi8IiN8Vqg8v+F1B6AridwWv07Nf8sTgcvrdclAt041qgV8Av1BKLQQeAh7WWs+uaK8EQRBwZoD07rMZP9q+8PyfplnDsBE/Y9iInxWxZ4KQis9Xn9dMorq6vkzY4rSC28v0fKxeNb1gm4KglGLijrtx62vvFWyjpq6eA048gwNOPCP3xYJQICPHb8HEnXbPq07/IUM599Y/F9xmuufj0qMyrwgUBDeI3xWqgZHjt+DaZ17Lu14x/a74W6FYiN8VvEyvvgMK8rcxuup3S001rDAB0DjZzhUwFPgDMFMp9ZZS6lilVF3W2oIgCIIgCIIgCIIgCIIgCIIgCFmolhUm4ARNYsSmxu4cPe5QSj0NPKS1fr/sPRMEQRAEQVjPmDlzJq2tQaZ+eHVF+2HZYTSygaogCIIgCIIgCIJQeqohYHIUcDzwE5wVMZqO4EkscNINOBE4USk1E/gL8KjWenF5uyoIQrWitcay2gEwzVrZ/EwoKlrbaK1LoivRrlBKtG7DspeXzn70z6yq1XbJ2hfWTyzLorV5HXUNjSXzu20tzQAla0PY8NBoWpvXAaXTlWhXKAWiXaFaKYeuRLtCKRDtlh7PB0y01k8BTymlhgC/jB5jY6cTLo39z40DrgOuUUr9E3gA+JvWOlymLguCUEKamubw9bR7GTn6QOrrB+SukIPW1qXMnvkca9bMSCrv1XvTorUhCOvWzeO/75xTVF2JdoVSM3bsWP730Uf4/AE2335nfnH2hQwcPrLLdhfPnc3jt1zN9KkfJpVnauOX245BZQ+pCEISc775krP2/BGQWVeFkK92BSEfvp/2eVy3INoVqgfRrlCNLJozi5O2n5BUJtoVvE4o2M7NZ/+qpLoS7Tp4PmASQ2u9CLgWuFYptT3wK+AwnNUlkBo8MYG9o8cqpdTjwINa6y/K12tBEErB6lXfsHrVNwwd9lOGjdinoEi31pr5c19jwfx/lqyNzjStnc3atd+jMOjZaxyN3YbmVd+2I6xY/hnt7avw+xvp03cLAoFuuSsKnsGL2i2GrkKhJpYv/QTLDtHQMJhevcdjGFXziiG4YNr77zDt/XfY9/hTOPDkswvW7ov33cYrD92bdxstzWuJhEL4AoG82pz5xafM+OJjDMNk0+0mM3zjTfOqHwmFmPrGP1ixeBHdevXGioQBf142hMpSae2mo7Outt71J3Tv1SevPq1duYIP//kKobY2Nhozjs1/vFPez4fgbSqp3dUrlvLZO28UpKti+t21q1bQZ8igvOoLlUf8rlANtDWvo76xe1JZJbQLsHbVcv72l7sL1lWx/O6qZUvoMzy/MQqhvMyfMZ0VPyxKKS+3dt1QDL9bSapyNCO6T8n7SqmzgENxUnbtihMoSZeyqw9wFnCWUuoLnJRdj2utV5ex24IgFAOt0baNMozogLFi+Mh98jaTOOCsbcvJj6874q5KmTnbCIXWuGqred0CPv/05uTCOc4fE7c+z1XgZP7cfzB/3t+Tyr6f+QymUUOgpoerfggVRGtsK+xKV7kohnY7bGXW1aTtr8I0a7L2xbKCfP7JTbS1paZs2mjoTxgxar887kzwIlprwqF2DNOHafqcF2ilOCj6Ay8fEl/ArUgY27ZJnO+SrY1lC+Zxyi4T+dmxJ3Ho6efmbGvut19z1QmHpT136YPPMmKTCWnPJfLyA3fx0v13JJW1NjfRf9KknHWFyhLTLWTXlVu6ot3OpNPVozdeQU1dHX989V1q6uqz9iXY1sqUXx7MsgXzU865fT4Eb5KoW6isdtcsX8odF54FuNdVKfxua3MToyRg4nm8pN10iN8V0qI14VCQQnWViXy1C7Bq6WJe/PPt8Wsq5Xdbm5tAAiaep6s+MRP5aDcSzp7EqRh+99bfuQvMlAqjoq13Ea11m9b6Ua31HsAo4ApgLk6gJDF4ohPKJgJ/An5QSj2tlPqZ2tASsQlCNaMUKLAtx0EvmP86ra1L8zLR2ro0PuDs2FEYhg/D9McPN22EQ03MmvFM1rbWrZufFCzRto22O/Lxf/7pzTSvW5DVxqwZT3cMamvtDJJHc/pbdpB16+blvGehwijlWlfZKJZ2IbeuPnjvAmw784uQbYf54L0L4sESrW20bcWDNwsX/Dvn8yF4H6UU/oCzN05sMOSVB+9hybw5edlZPHd2/AU8HGoHpfAHavAHauNH1jai7+p/f/R+Hr3xiqxtzZ3+VdKPR8uKYFmR+OerTjiMed99k9XGIzdMib/ka62jPxos1/crVJaYbj2h3QSy6SrY1sbpu28bHbxJTzgU5PTdt40P2tm2hRUJo6N+183zIXiXRN1WWrta67x0VSq/m5RDQvAsXtJuZ8TvCtkoVFeZKES7WtsQ1Wal/W7iJDzBm2itu+QTM5GvdiPhUEZbxfK7K5dUdlvyqg6YJKK1nqe1vkJrPRrYDXgUaCVz8KQGZ3XKK8ACpdQ1Fem4IAh5o5SBUqYzOAvMnvnXvOrP+f5FgOhKFWc2PkBNTW/q6wfm1caSxf+lvW1lxra++PT/nLaig8nKMFCG4QROooPTKatPEmhrW8GSxe9H+xtBo50+o9B2RF5qqgTTcFL4eEW7bnU15/uXMvZlxvRHnb9ojbYjKBTKMNHoeNu5ng/B+wRqagEwDBPD9EVTUsHjt1ydl52nb78RcH7MmT4/pukscu4zcDCDR4520YaOl//nhadZvihzoPmqXx0OdAxqmNHZUJYVib+sX3n8oRnrL1u0gLdfdIJ9kXAIrW1Mnx+lVPyHrOBt/P6AS13lpuvadcimK+ezo61n78j8TvDnKRcCzo/PSDiEUgamz4/WtuvnQ/A2+eoqG13RruPv3OuqVH5Xtq+qHryi3UTE7wpZic6brrR2w6EQoPLWVSn8LjKX3PMoVME+MRuFaDcdxfS7lR7rqsqUXLnQWr8NvK2UOh04Amej+J1ip0lN2TUYuAj4fTn7KQhC/jQ0DCEYXIUyDGw7ggLWrPkOrbWrPI1aa1av+ib6dwsjOpC91bYX0tAwGICW5h/47JMbXLThuJJvvvozW293UUpbSStHNCjDjH90giZW3As1rZ1N9x6jUmx8H52hr7WNUmbHS4xSKOWLD0wL3mXmzJkoI4Df34221iXRUg2WYsXyz/nog6tca7e1JaapWOwf6uoHAiaWZeH398jahmU7M5fc6Eopk8U/vMuoMYek9E9rzYoVX3TYSNivRCkD6Eidl+n5sKzMs0oE7zBs3HhOufJmLj/2IEzTRzgUxAS++eiDvPzutPffAcC2IvgDThDmisdeZKPR4wBYOOu7jG0A0VVapvMSb/q4/cIzuPKxl1PaSpxJp7V2BtyimLEX/KgvnvXlZ4zZYqsUG4/eOMXpq23FX/CdLhhF2c9KKD3DN5nAVU/8LauuyqbdKNl05fMHnMEOn583nn2cI397SVq/+8lbsRWGEXz+jvzmhmGilcr5fAjeZujYTbjx+X8D2XVVau3GcKurUvpdoTrwmnZjiN8VcuH2+7yU2rUtC8N0fKT4XSEn0f+mSms3E0X1u3aESrLerDBJh9a6RWv9F631LsAY4BpgIamrTgRBqBJMM0BNTS/nQ8JghNvBV8tqTymrrx8YD5YANDQOzquN1tb0SwXXrJ7hmIgOHAMMH7kvw0fuCzgBlFh6rrVrv09vY813Hf2Ifplstc0Faa8VvIvWbWjWRv8LY7lAbcDG1iuw7OW5D70iXidWXxmgWRu/JlcbaJtQcBUrln9OJNyGFWknEmknEm7D7+tBJNzmlFvB+N+nfngVUz+8utNxVdpr4zYi7ViWY7dp7ew09a+mrXU5M2fOrMR/h5AnG43ZmN4DYznkO3xie2uLq/ptLc0pZYNHjo6/gLttQykj7pMXfT8rbVvfTHUGTGI/NAEOPu0cDj7tHABMnz+eruC7z6emtxEddNG2HX+Jn/LIC1nvUfAmXtEu5KerdP1L1xeAyx56DnD3fAjepqa2Lv73SmrXuXYMIH5XcIeXtJuI+F0hG4Ga2oK+zzPRVe3mo6tS+d2hYzbJeo+CNyj0XTQT1eB3K8F6ucIkHVrr2cClSqnLgD1w9jEZjwRMBKHqMM1A7ovywLJS8y8Wow2NnfuiKCqP+HUslZdQHYwdO5aVbWGueuJv/OHIfVk8dzbhUHt85sYd//6IuobGnHZam9dx1p4/AojX7zNwMDe+8O+k67K1ceTmG6FpgyRtOl+Dtl6doXxlyjdl9IxrG5aduik8ZN8oTvAWiYMhxSDY1laSNvLZZ8RIWPVXTLuCt/Cydouhq3x0LFQXFdVuHjONxe8KnRG/K1QDifuKxqikdkvlH/PTqwyPVgOl+h1Vqjaq9ft8gwmYACilBuOk5zoeZ8WJeANBqDIsK0QwuCql3DRrXNU3zdqOD9Efg8HgKlpafkhKyZVuo+xMbfTqlX4mRo8eTq7HWPotZZjMm/NK/HziypOevcaltVFfP5DW1iWAiq8yybbnieBdFs76jsVzZ6eU19Y3uKqfHFRxtLtyyQ8s/H5G0lLZbG0EamoZMmocpt/HD7NnYVkRDMOIptECf3S/ithSWYD73/867VLZk7afkHJtzIazWayNYZhM+NEOnHvrn1P6dP4BuzOkb09X9y5UFi9oFxzdxXzmhB/tkLatjSduB3SkIzB9fp6/+9b4+cSZeJtuNzmtjcGjxvDD7FkQzeGvlJE1B7TgXbyiXchPV+n6lymwPuW4gwB3z4fgbYLtHYMTldQuwA+zZ1Lf2F38ruAKL2k3EfG7QjbC4VBB3+eZ6Kp289FVqfzuglnfMXjSJFf3K1SOQt9FM1ENfrcSrPcBE6VUADgIOAFnZYlBx94lEjARhCqjpWURPl9dx94LQO/eE1zn3FRK0bPnONasmRHd4NoJWnz28Q3U1w+IBmRWA7how/k8auxhadtK2pNEqaQAibN/SYe9xm5D09rYdLOT+fijKzv2PEHFl+lqbcX7J3ibud9+zeXHOi/Btm1hRF9gt9xx17y0O367HzN96ocYhhF/Eb78mAMZNGIUwfY2Vi1Z7KqNs2+8k4sO3Sv+kq0M7eTM1TopALLt7nul7Z9Sit0PPYo3n3sCw/QRCYcwfT6UMrBtC9uy4nmejzn/srT3U9vg7gVOqCye0W5Um7l0lZijWSW0BUS13rGab/jGm6a1ke35kE3fq4P5M6Zz/kF7uPaJmVjf/K7gbRbM/JY/HLlvXrrKRFe025E73J2uSul3herAa9qNIX5XyEUh3+eZKFS7humLp+CqtN8VqoCoVryg3XQU1e8alQ1ZrLd7mCilJiml7gKWAE8AewImqXuXxP6HVpS9k4IgFIS27eiKDceFjRh9QF71R411ItzKMNHaiqe4am1d2hEscdnGwEE7UFfXN2NbE7c+z2lLGdGghx0NnJjxWf2xa9JRW9eHgYN2iPfXCfJYaLSz0bZszlYVRMJO2jfLijgvCtGXjMPPPD8vO8f87lLAyUtrW5H48tbFc2fHX2LctNFvyFB2PeiIuC2lDKxIGK1tfP5A/OXlpMuvz9iXw89y7Cql8PkD8Zeg2IZuALsedAT9h6QPBgrVgXe0q1zr6tIHnwWcFASm6XPsWhFMnz8+ABe7Jh3Zng/ZELM6CAXb8/KJ2RC/K5STfHWVja5o19ko1r2uSuV3ZXpj9eAV7SYiflfIStS/VFq7/oAfyF9XpfC7yMQgz6OhYJ+YjUK0m45i+t1Kj3WtVwETpdQApdR5SqmvgQ+AU4CepN/kXeEkWn8FOAQYUvYOC4KQP9p5jA3TiUwPHbYX9fUD8jJRXz+AocN+CuDY0WBb4Y7DjuRsw7LDGIaf1atmpN3QOnZM//phfL7uSRtkd94ke/rXD2e1sXrVDJTyJ2ymHcKKODZsK4zPbJDNsz2O1ppwKAhax/cV2feEUxk4fGRedgYOH8m+x58CgD9QG7XbnnC4b+PYCy5n72NOBJwfgYkv1wOGDeeuNz/GH8ic6s4fqOGuNz+mtr4eiL6s+/zxl6ADf30Wx15weV73J3gPz2g3+r7sRlcjNpmQ9APRNH1JL/aXPfQcIzaZkNVGtudD8D4d+vKAdhMQvytkI1lbldWuUiovXZXK7yIx6qrAS9rtjPhdITOF6yoThWhXKQOi2qy03630ALWQG6VUl3xiJvLVbiywl45i+d2a2tqM15SDqk/JpZTyA/vj7EuyFx2rSGIkhkhj5d8CDwKPaq2XlKGbgiAUC6VQUWc7dNheDBvxs4LMDBuxD6BYMP91lGFk3HQ9UxsKUIaVYTPr1Itr6+vQto0VjdQbholhGGjWYrnYw930gemrw7YsbNsG5bwUKaUIh9oAd3u4CJVBKZX0UrDvCady4K/PKsjWgSefDUrxyoP3pLwYJ+KmjcPO+B0HnXw20z54h4Xfz6Smro4f7flzevTJvGoqkZq6eu5842OaVq/ks7ffoGn1KvoOGsJ2e+yNz+/PbUDwPF7Rbr/BQ7nllXdc62rEJhN44INvmPfdN3wz9QNs22LjidslpTDIRbrn463nn3RdX6gcjm6Tf2SJ3xW8TjrdQmW026vfAI69YEpeuiqF3/3nkw+6ritUDi9pNx3id4W0ZNAtlFe7L953G30GDWGvI0/IW1fF9rv3X3mR63pC5eiqT8xEPtp98b7bstoqht/9wwPPcN4Bu+Z7G0WjagMmSqmtcPYlORLoHSuO/pkuSNIEPA08qLX+sCydFAShJPTsuTGjxh6S98qSRJRSDB+5D/0GbMPc719i1aqv82rDMPyM2GRTrn3mtYL7UCwuPWo/+tTJy3o1sOmkyRx97h/ynvGRiFKKg04+m8l77cczd9zEF+/9p0tt+Px+ttp5D7baeY+C+9S9Vx92OfDwgusL3qfS2m3s0augQYnhG2+aMXezGzo/H+++/FzBtoTKUGntpkP8ruCGSmq3Z98BTN57v4LaLKbf/ehfrxZsR6gc4neFaqChW4+Uvekqpd3uPfuw3wmnFtxmsfxu7/4DC7YhlIdh48YzZNTYLvvEdOSj3VwBEyiO360kVRUwUUr1BY7BWU2yeaw44ZLOgRINvIWzmuSvWuu2MnRTEIQS0r37SDbb8vSi2auvH8Cmm5/s5KO1ggCYZo3kqReKyqhNt+Dqp14tqq4GDh/J2Tfdhdaa9tYWAGrrG0S7QlER7QrVyKhNt+APf3mm6LoS7QqlZPTmE/n9n58Ciq8r0a5QSkS7QjUyaMQornz85ZLpSrQrlIJATW3JdSXadfB8wEQpZQI/x1lNsg9On3Ol3JoHPAw8pLWeW4ZuCoJQ5Sil8PkqmyNRWH8xTLNkLxhKKeoaGktiWxBEu0I1YphmSbUl2hVKgaL0uhLtCqVAtCtUK+XQlWhXKAWi3dLj+YAJsAjoF/17tpRbbcALwF+01m+WqW+CIJSRmTNn0toaZOqHV1e6K1h2GI3OfaEgCIIgCIIgCIIgCIIgCFVBNQRM+uMESGIptmLEAiUfAX8BntJaN5W5b4IglBmt29xttF7yjrjYqV0QBEEQBEEQBEEQBEEQhKqhGgImMWJBE4ClwKM4G7hPr1yXBEEoJ2PHjmVlW5irnvhbpbvCL7cdg4q6JK01n7/7JndceFb8/P4nns7eR/+Kmrp6V/aCba28cN9t/OupRwDo1qs3x19yFVvusOsGlytSKC2tzU1orV3ravmiBdx2wRn8MHsW4Gz2duwFU+g/ZKir+pmeD9u2gPw38RYEEL8rVA/zZ3zD5++9lZeuSuF3a+vr6TNiWP43IAhRxO8K1cCc6V9yzj475q2rYvrd1uYm+kyaVPA9CEIM8buCl1m59AdOnLwpUJiuuup3S021BEwUEAZexdnA/TWttVXZLgmCIEBbSzNn/iT1hfjlB+7i5Qfu4uJ7H2fMFltltTHry8+47pSjk8rWrV7F7eefAcAd//5og84dKRSXpQvmctL2E1zp6tEbr+A/LzydVPbNRx9w8aF7scuBh3PchVOy1s/2fLQ2N9FPfkwKBSB+V6gmLCuSl65K5XdXLVsCEjARCkT8rlBN5KurUvldQegK4ncFr9O0agX1jd2B8vvdcmBUugMu+Ar4HbCR1vpgrfXfJFgiCIIX0OiklxjLimBFwliRMDqasuu6U45m2aIFGW0smTcn/hKjtZ1kI8aZP5mE1pn3S1mx5Ieu3oqwAZJLV8/e+X/xl5hEXTorQ+DtF5/h5Qfuylhf69zPhyDkixtdlcPvCoJbEnVUSb8rCIUifleoJrTWeemqFH4X0bHQRcTvClWBTv+uWWq/Wy48HzDRWm+htf6j1toDmxYIgiB00Na8Lv73SDiEafowfX5Mnx/btuMO/5bfnJjRxrUnHwmAbVvYtp1kIxIOxa/74r230taPhEKsWb60GLcjbCAkvrxk09U/HnsAACsSxjCMuC6VMuLafOn+O4iE0w/EffHf/3TYS/N8IO/mQgHk0lU5/K4g5INSyvX3eSn9rgzgCYUifleoJpRSef2OKoXfRdIcCV1E/K5QHeiCxq/c+t1KT/jxfMBEEATBq6z4YSHgOHqfP5B0zjR9aNuZ/bF80UKsSCSlvhWJ0NLUBICOvsQk4vMHnFlKwO0XnJm2D9M+fLdrNyFscCilXOtKa40yDJQykuobphkPvEx94x9pbTx07aVA5udDIiZCIeTSVTn8riDkSz7f56XyuzKAJxSK+F2hGvGE3xWEAhG/K1QFnd4ti+13v/rff0vRa9dIwEQQBKFAYl8Gidz//teMm7hNSnlbS3NqWcIKlRijN9+S+9//uqMgx4zQhbNmuOipIHTCpa5sK4JhmABc9tBzTHnkBQAMw8SO6n/F4kVpbaxbvSqlLNPzIQhuyUdXpfK7glAQ4neFKkX8rlBNjBi/eceHCvnd0ZtPzLfbgpCE+F2hWih0/MqN311d4Uwq1bLpuyAIQl6EQ0GCra3U1jfgC5R4tk9CZP26U47i+2lfpFwSqK1NLaurS7Hx/bQvuPH041w3nWRDWC8oq3YzENOVMgxn9odSXHn8ofHzWtsow5lz0b1X7+zGXDwfwvrBhuJ3hfUP8btCtSJ+V6hWSqXdJfNmxwfhclEqv7vo+5n03WxCnj0XqgXxu0K1UgrtFjp+5cbvNnbvUZQ+FooETARBWG8Ih4L875+v8uA1f0g5d9xFU9j+ZwfgD9QUpY321hZ69htAJBTCMAwsK4Jp+uIvMVrrpBecQE2aF5nEMq3jXxgzPv8EcFawGKbzwr//SWek7c+Pf7ovD12ber9CdVEu7cY2onSjq2duuxHDMImEQylLwa1IJF621S57pLWx5y+O419PPZL5+RDWC8qh3URy6qoMfldYPyindt1+n5fS7wrrD+J3hWqlHNptb22hvrF7Rf1ue2tLl+5B8B7id4VqpaTajf6kz3f8yq3f3WTbHxfWryIhKbkEQVgvWLF4EafuslXaLwKAR66fwqm7bJVxOXUhbfTqPwAApQxnX4hI2DmsCHb0xQbg+EuuymjzjOtvA4hu4GZ12IiEUUrFczrufdQJaev36NO3qC9nQvkpp3bDwSCAK131HzoMcLSZqEsrEnY2EAZq6+vp3qtPWhsHnXx2vK10z4fk069+yqXdxIGHXLoqh98Vqp9yajc2SFFpvyupN9YPyqHdzpMaxO8KxaBc2tVa5/U7qhR+V/zt+kU5tNsZ8btCMSi9dnVB41du/W5j954F9qs4VCRgopR6M83xRh7XluJI274gCN5n7coVXHjwnoDzohwOBaNHO+FQO5FwKP7j78KD96Rp1YoutwFgKJOL733c+bthYvr8zmH64o5+p/0PYaf9Dslod+tdfsJO+x0MEK8XO2LLyS++7wlq6uoz2hg6duO870fwBuXWLhAPVOTS1ZSHn49erpJ0afr8qKiNW155J2P9mrr6nM+HUL1URLu401U5/K5QvZRbu0op17oqpd+VIHX1Uy7tBttak8rE7wpdpZzajfnPSvpd8bfrD+XQbrqV9+J3ha5SDu3SyW+Wy++Wi0qtMNkV2CXh2DV6uLm2FEe29gVB8DiXH3sg4OQ7DIfa8Qdqokct/kAtPn+AcKgdrW0A7rrknC63EWPMFltxzVOv0pAmv+KZ19/O8RdnnvUR4/hLrub4i69MKe83ZCOue+51xuTYONBtnl7Be5RbuwA+f8CVrmrq6rnn7c/Ydve9Us7tcdjR3PP2ZzlfsLM9H4OGj3J3A4InKad2O+MFvytUL5XQrltdldrvCtWN+F2hWhG/K1Qr5dBuqL0tbbn4XaErlEO7nSmn3y0HsoeJ4Aql1BhgIjAUaADagB+AL7XWX1ewa8IGTtOqFaxbvQqASDhEoKZjg7Px2/2Y6VM/BCBQU0co2Eagpo6ZX3xK0+qVGZdWu2kj1N4RNBk4fCS3vf4BViRCW0szgdratLlEs7HT/oey0/6HEgq2E2pvp66hEdMnLnp9phLaBRg6ZhP6Dxnqqr4/UMNp1/wRrXU8LVJtfUN85ocbMj0flx61n2sbgrcot3bTIX5XKIRKaHfE+M257pm/u+5jqfzuVScc5rq+4D3E7wrVSrm1O2zcplz79Gt56arYflfecdcPyqXdbHs7it8VCqEc2tVaM3L8Fkx59PmCdFUMv1tqKr2HiYoe+VxbiqMqUQ7/UUrpNMd/imC/Til1rlJqBjATeBa4BbgKuBl4AvhKKbVAKTVFKdWzq20KQr588PorANi2hRHN5Tlqwub8+b9fcd5tf+H+979m4623A5yZ9bZtAfDmc090qY10qzpMn4/GHj3zfolJJFBTS2OPnvISswFQKe0WglKKuoZG6hoaC36JKcbzIXiDcms3G+J3hXyohHZVgT81xO8KiZRTu7kQvyvkQ7m166QeKkxXxfK7ouv1A/G7QrVSDu1aVgTouq6K4XdLRaUCJu9Ej7cTjkwJytJdW4qj8gnS8ucsnJRiRUcptQMwHfg/YGyOyzcCLgdmKKX2L0V/BCETC2ZMB3A2iIp+GZx42Q0YhuPelFIce/7lgBPksCJhAFb8sLBLbfhrAsW5AWGDpVLaFYSuUm7tCkKxEO0K1Uo5tSsIxUS0K1Qrol2hWimHdrVtF7PLnqQioyda611Lce2GRDRF1nUlsn0w8BSQ7668/YAXlVJnaq3vKn7PBCGVdEtYOzvvrkaqsy2TFYRCEe0K1YpoV6hWRLtCtSLaFaoV0a5QrYh2hWqlHNq1LYvlixdwyeH7dMlONjLt71MuKp2SSygApZQBPAgUfRccpdT2pA+W2MDLwAXAkcDZwANAa2cTwB1KqYOK3TdBSEffwRsBYPr88aWEj950RfxLwrZt/nzFhYCzbND0OdIetvGmXWojHAoV5waEDZZKaVcQukq5tSsIxUK0K1Qr5dSuIBQT0a5QrYh2hWqlHNoFRevaNSyZO6Nkx4pF84r3j1IAEjCpTs4Bdkz4/L9iGFVKNQBPkhos+Q7YTGt9gNb6Jq31U1rr27XWJ+FsAv9yZ1PAg0qpgcXolyBkY49DjwKcpYSxTa2/+3QqJ20/gZvP/hW/3mEz5k7/CgDbisT3HvnxXvt2qQ3byn/wWWtNa/M6WpvXFTybxIpEaF6zmlCwPffFgqeplHbTUQxdhYLtNK9ZjRWJFGxDqA7KrV0ATWE+U/yukEgltJsJ8btCPpRTu+AMoBSqq2L6XXsDSPmxvlNu7WZD/K6QD+XUrq3tLumqWH5XdL1+UA7tBmpr2Xzi5sxZNjvrMfOHGXz67SdMn/9Nzms7H6+/+48i/8vkhyQ0rzKUUuOAqxOKVuKs9ihG0OQSYFinslnA9lrrVekqaK1XRVN4PQ0cknCqB3A9cHwR+iUIGeneuy9jttiKWV9+hj9QQyjYRqCmDoDpUz+MXxcKtuEP1ADQrVdvuvfq06U2AMKhoKv64VCQZ26/KWUTrW12+ym/nnJDvF/ZWLZwPjef9StWLvkhqfz4i690eReC16iIdtuTfyBm09VO+x/qqo1P3/43d150dlJZQ/fuXHLfkwwcPtJ1X4XqodzaBZg7fRpn7/Vj17oqld9tbW6iz6RJru9D8BaV0G5nxO8KhVBO7X7+7pvMn/ENJ++0RV66KoXfbW1uop/43Kqm3NpNh/hdoRDKpV3DMJn37Vf85mc7APnpqth+t7W5if7ic6uecmg3V0qveXPncfwRJ/DDomS/e/VNV3PYke787gfvfuC6P6VASc686iGaius9YHJC8bHRsjmdLn87n/1flFI9gXlA94RiG9hFa/2ei/p9gK+BAQnFFjBOaz3bbT9KgVJqAvBV7PNXX33FhAkTKtgjoVC23357VraFueqJvyWVr125gnP33RlwZldYkTBax2akOY7c5w/EnfofX32H7r375tV25zZamtZgmCZXPfEKYzafmLFesK2V03ffNqvtu978mJq6zBn2Zn35GdedcnTG876An/FjRvP+++9nvwmhImTSLZRfu81rVzN6s6249pnXcupqp/0P4fiLr8pq+6Fr/8C7f3s+4/mL73si4/Nx6VH70afOL7r1MF7RbvPa1RimSX2j84qSTVdQWr/b2tzEjyZNEt16mGy6hfJrN+ZzIff3eSn9rvhcb5NLt1A+7Z680+ZJPhcq53fF53ofr2k30edCZfyu+Fvv40a3UB7tHrfNaMKhYJLPhcr4XfG53qZfv36EtaLvoNyp3CKRMAtmOpu/o6Or9WPD/yr2h4r/fdi48Zim+3Syc7+dxhZbbsbr776ecu7TqZ9y5EGZV/4dduShXH3T1RnPA/z+vN/z9GPP0NTUlFi8mdb6a9ed7CKeT8mllNo54di6yLa3TrRfTNsl4jySgyWvaq0fK5Lto0kOlsTs5wyWAGitVwI3dSo2gV8XoW+CkJUeffpyw/P/ApxIt88fwB+ojR41+AM18ZeYG57/V94vMenaiHHdyUcRbOu8lU8Hv/35TkDHC1biEQtYX3H8IRnrB9ta4y8xtm0l27CcJbNNq1bmfT+CNyi3dmO40dW7L/+Vz95+I6Pdd19+Lv7jMVYvZiOWKzXX8yFUL+XWrtbata5K6XeRiUZVj/hdoVopl3Zr6urj/rPSfld87vpBObWbiPhdoauUQ7tKKUjwnZX0u+JzvU9L02p3+38snENtbQ22ZWHbFtq20Tp62M5h2xa2ZVFbW8PyBXPy2l8k5kM709raGg+WWJZFOByOH5Foyrdnn3yOf//j3xnv8dknn+O5p/5a/H+8PPF8wAT4D/BW9Li/yLYfSLCdfv2mR1BKjQcSc+80AacWsYlfpCm7J08bDwOdcxQdWVh3BCE/+g4awj1vf8YvL74i7flfXXot97z9GX0HDSleG9H3iRf/fHva65tWryTY5qTvsiJhTJ8/6bAiYQCWzp/H2pUr0tr4+2MPOE1pG611Un3DMOM2hOqlnNqNLbl1q6s7Ljoro82HrrsMcPKcG6YP0/TFbWit47OvMj0fot3qp1zara1vQCnlSlel9rvkWH4uVAfl1G4ML/hdofoph3aVUiilXOuqlH5XfO76Q7m0m4j4XaEYlEO7RH1upf2u+FxvM3bsWCZuPdH1HiBzl89hwer53HH/HfTq3SvluPfhe1iwej5zl8/Je3+RhoaGtHq5/y5n2N62HV35/f74YZom4bCjzTNOOjPjff7h/D8AEMkQlCkX1bKHSSmfWs97BKWUiROMSExAeJ7WemGR7PcgeeUKwDogdW1VFrTWK5RS/wH2SigerpQar7We3rVeCkJu/IEadt7/MHbe/zAioRDtrS3U1jfgCwSK3sYDV15MqN15Sfnnkw9zxNkXplz76X+cqLltW5i+VHdr+vzYtoVhmPzvX6/y01/8MuWav/3lbseGZTkvMcC4idsw4/NPnB8F8lKzXlAu7cZ0mI+uQsF2AjW1SbaSNsvUOv4DdfTmW/L9tC8wTR+WFcE0jYzPR3PTWvp3y7xEXKgOyqHdGG50VWq/K6w/lFO74A2/K6wflEO7sZn6lfa7n7/3VtHuSag84neFaqUc2s1HV6Xyu3UNjUW7H8Eb1NTUcPhRh3H4UYcRCoVoaW6hobGBQIn87p233gU4q0v8fkdX207aho8/+iQ+ISNGe3s7tbXJfrc9Yc/VSm8hUg0rTMCZx12qf6lqWHN2AbBdwuc3tNZ/LqL9yTjpsxL5UGttFWDr3TRlOxVgRxC6hC8QoLFnr5K9gENu57Fu9SrnOtvG2YIIpjzyApc99BzgzILStjN7JDZDxA0X3PUIozffMtqJanBhQj6UQ7vpyKSrzhvFA4TS6HXcxG24+N6EDQdzaNOKVHbGiFB8yqLdHLoqi98V1js2FL8rrH+USruDRozu+FBBv5u4SktYvxC/K1QrpdBubX1DXroqld8dPGpMPt0WqoxAIECv3r1KFizJxGN/fYyJW08EkoMg7W2pfret1b1eS021rDCBKlgJUgqiG5ZPSShqofj7gmyTpuyDAm2l2x0qnX1BWG/o1qt32vLYslzD9MVneEw57qD4edu2MEzHDW80emz2RhIi8SdtP6GLPRaEKC50lW6mUV1jt5SyGZ9/ktZGpufD7y/vi5qwfiF+V6haKuh3BcEtc6dPS9mAuBJ+t721pZDuC0Iy4ncFj9Pe2pKXrkrld7+f9jl9J03Kt/uCkELiSpJNho5Pe01jt1S/2617qt+tFNWywqRUJAZh7Ir1IgNKKR9OKq7EUaVLtNZzitzUJmnKZhVo6/s0ZRsXaEsQPE3sS+BXf7gm7fnt9tg7fp1tWUnR9NhmWzEbm0/eOa2Ns268A3BSIkTCoaRzlhVBGRu6GxcKwa2uGrr3yLDM2xd/UVeGkbLpWyQcii/tzvR8NPbo2aV7EDY83Oiq1H5XZpIKheIFvysI+eIJvysIBSJ+V6hGxO8K1czdf3FScvl8PkKhZF1FIhGMqN/t0bMHvjR+1+fzMWSjaECwwmNd1bTCpBQkrvFtrVgvMnMxyasz3gfuKEE7I9KUzSvQ1iLAIjnF16gCbQlCVZDpJcQXCHDASWfy0v134PMHsG0L24rGZqMbuwH87NiT8EXzO3Zmyx1367DnD3RslK0UhmHEl+AKQj641dUl9z2RrjoAv7v9L1x86F4YhonWdpINX8LqkUzPhwT7hLzQ2pWuSu13Zd8ooVC84HcFwS1aaywrUnm/K0FqoQuI3xWqgVAwiG3ZtKxb68zoViq+f86Tt17PU7fekLZeoK6ONcuXOh/a2+LpwmM2oI0effpx2dEHpK2v0bQ2N8U/B9vb0LZm5syZxbgtYQNltz07/G4gEIhv8q6ifjcWBHnqpacy2njo6QfZc4efYhqdd44oLxvsaEV09cbQhKKmTNdWAqXUFsClCUVBnNUmJymlfqeU+oNS6jyl1EnAnl1sbmCasgWd+lOnlNpeKXWcUupspdTvlVLnKqV+pZT6qVKqD0B035PFnWwN6GL/BMGz3PHvj5KWG3Zm/xNPZ5cDDwfAMExMn985oktkdzv4Fxx6+rkZ6yuluOPfH8U/J9aPveRvNHpcMW5F2IBwo6uL73uCgcNHZrTRf8hQLr738ag9I0XbkPv5EATXJOiokn5XEApF/K5QTSil8tJVqfyuBKmFriB+V6gOnC2btW1j2za2ZWFbFnW1tSydO5Mlc2ekPYLNazENw7nedlaVJNowDYNQ67qM9ZfOnUldbW28PWfPEwlSC11DKcUn0z+Of/b7/fj9fnw+X0ew5MUnGTU6s98dNnwYT76QOZBdLjbkX3774KS6im0oP7uy3XFQSpnAJOBZIHEKTg1wb4maTZcYsVkpVQccDpyIszF8Vr0opb4DHgE679ITUEo1aq2bu9pRpVR/oF+e1UYnfrAsC8sqZD97odL4fD58Pg125TPo+f1+ho8bT11dfc7+HHf+Zfzs6F/x5B+v5ZupzvZAg0eN5rSrb6Xf4I1y1q+rq+f+96bx5Qfv8NhNV7Bu9WoAfnL4Mex3wmlcf9qx+Hw+0bVH8ZpufT4f2HZOXdW40PaYzbbkrn9/xL+eeYRXHuz4ijrtmj+yxfa7OD8eM9hw/l1Et17GK9r1+/2gbc6+8Y6cuopRKr/bb9AQ0a3H8YpuIdnnQu7v81L6XfG53sZrukXb+P1+V9/nMUrhdwOBgOjW43hNu4k+Fyrjd8Xfeh8v6bahsRuRUDC+d8Nt9/6JnXffxXW8eOH8hVxz+bW8/66znfCYcWP4071/YqOhQ1zV1xreefMdLr/4cubPm8/48eNFux7F5/Ohbe2J/5+Yv03Xl7r6Or6e+3VcV6tXOX73uF8dy+nnnE5dfV3Oe9hy6y155m9Ps/cuPytJ/92wwQVMlFI9cIIl/4cTKFHRP7+sZL8SGEv6jdPzZYJSaiOt9UIX1zakKfsR8CfyS6e1MXAN6feDqQe6HDABTgcu74qB5uZm1q5dW4SuCOWmf//+1AQjqGDlN4AcPnw4/QYOdN2X/n168Zurb0o94bK+AiZusy0Tn/pbpzOawQMH0KPGJ7r2KN7T7YB4X7Lpyq02aw3Y7xfHst8vjk0+Ecqe6VJ06328ot3hw4fTb/BQJm67XU5dJVIKv3vf5eeLbj2OV3QLqT4XKud3xed6G8/pdvBQTrvmFqeggn5XfK738Zx2O/lcKL/fFX/rfbym2xEjh/Knu2+Nl7U1u/e7vXv15v9uuzmlvHWdexvbTdqW1954lXPP+B0+Q7TrVfr370/EjuT1f1sqhg8bzoABA7L2JaarRLSlXfdf25Vd8VTxgIlSKp+VHZvmeX0iJtAI9Iw1TfJ6s1cKtFtsxhfJTl/gC6XUXlrrj3Ncmy6Z7MtE0x8WQLpUb4E0ZYIgCIIgCIIgCIIgCIIgCILgCSoeMMHZcDy20iMTsXMB0m9QXgg64c9ZwD+LZLdglFIB4Po0p74BvsLp53xgHRDCCQANAXYA0q1T6g28oZSapLX+Lt/upCn7Euff6VtgLc7KlBHALsCuGepksycIgiAIgiAIgiAIgiAIgiAInsALAZMYmdbaKBfXFIoCWoDjtNZe2N3ociBx9+a5wHZa6xXZKimlRgBzMpzuDjyglNopyz2GcfZIycQPwEla679n6cNmwIPAthkuCWWxnw934ezvkg+jgZdiHxobG+nRo0eRuiOUk2XLlrGiLYSuSZdFrmtorWlrdbLG1dU35ty4b968eYSNQEn6ki8/LFlKsM4vuvYoy5YtY1lzO3agviQbQuajXdGtkA9e0a7oVsiHmG5bIrar7/NCEO0KxSb2jtsSie53U0Htim6FfBDtpiK69T7Lli1jZVsYO1Cf1xhAIeTS7rx586irD1Dfrb7obefL0mVL8RuiXa+ybNkywnaY+m71aA0tzY6uGhobXe95kw/Z2pg3fx6ButLqtq6hrmS23eCVgInb/9piSsAG/g6cr7WeXkS7BaGU2ha4IKHIAg7PFSxxyQ7AzsDbGc63kjlgsgrYRWs9K1sDWuuvlFK7RtvYJs0lRUkOqbVeBizLp07nLyTTNDFNsxjdEcpMJBLhu88+5tbzT+cXZ1/IwOEju2xz8dzZPH7L1Uyf+mFS+ebb75y1jXA4TCQSASNdBrryEolEiESU6NqjRCIRZn75KSftuHlOXeVDIdoV3Qr54BXtim6FfIjp9qyfTgZyf5/ng2hXKBWxd9yYbqFy2hXdCvkg2k1FdOt9IpEI82Z+y0k7bp5UXgntxnTrBb1EIhGUIdr1KpFIhJbWZk48+iQ+eO+DpHO77L4zF11+MaNGd127s2fN5so/XJW1jXLo1qiwL/dCwOThHOd/SUfKrlVA55263BLBSWW1GpgGfKi1XlKgraKilKoBHiL5/+MWrfXUIjZzGJkDJiuBXhnOXZkrWBJDa92ilDoFSLdnSrFWmAgC095/h2nvv8O+x5/CgSefXdBMEK01L953G688dG9R2oiEQkx94x+sWLyIbr16s/WuP6F7rz559WntyhV8+M9XCLW1sdGYcWz+453wBWT7n/UJL2hXazvvNmd+8SkzvvgYwzDZdLvJDN9407zqp3s+hOrCC9rtjPhdwQ2V1m5L81oioVDeuiq237UiYdJvWyh4lUprNx3idwU3VFK7q1cs5bN33ihIV8Xyu6uWLaHP8KF51RXKT1vzOuobuyeVVUK7uQiFQvz9b39n4YJF9OnTmz1/tid9+ubnd5cvW87fXniFtrY2Nhm/MTvtthMB8btVyTdfT2fhgkUp5W+/+Q5vv/kOp519Kr85/zcFa/dPN/2Ju2+7J+35xDYAIuEIf7n3wS7p6pOPPuHjjz7GNE0m7ziZCZtPyLvfpaLiAROt9QnZziulfpnwcX6u66uU3wCJqpiJk56rmGT7tl8KjMlw7qk82/k8Q/kQMqcNEwTXaK2xrAim6XNeQpTiIBcvGp1JfImxImFs2yYx659h+ly38fIDd/HS/XcklT164xXU1NXxx1ffpaYu+zLFYFsrU355MMsWzE8597NjT+LQ08/N484EL6K1Jhxqz0tXmeiqdud++xXP3XWLK13N/fZrrjrhsLTnLn3wWUZskvuFJtPz0d7aTJ9tM2VxFLyCl7SbiPhdIRsx3UJ+uspEV7S7bME8TtllomtdlcrvtjY30X/SpJx1hcqRqFuovHY7I35XyISXtLtm+VLuuPAswL2uiu13W5ubQAIm3kdrwqEghfrETOSr3Wzc8cc7uf3/bk8qu/ziKdTX1/Pfz9+jvj67321tbeXAnx7EvLnzUs79+vRfc94lv3N5V4KXCIejukrYdcH0+fD5fNx92z0opfjN+b/J225isCRXG+FQmG+++oYbrrohyYZbXX315dccss8hac/99bW/stkWlQ+cVH6drXu8sMdIqRjc6XM34AOl1OduDuA1F21sH702HZkCGau01kvd3UKczvcSY0CedgQhLUoplFLxl/JXHryHJfPyi8Utnjs7/hITDrWDUvgDNfgDtfHDbRuP3DAl/nKstY6+FFkABNvaOH33baMvYukJh4Kcvvu28R+Ptm1hRcLEthz6+6P38+iNV2S9n/a21jzuXqgESqm8dJWJYmnXja7mTv8q6cejZUWwrEj881UnHMa8777JaiPb8+H8eBC8jte0C97wu4K3ienWE9qN/oLxgt8VvE2ibj2h3QTE7wrZ8JJ2tdZ56aoUfjdxgFHwNoX6xEwUot1Mq/8vu+jyeLBEa004HMayHL/b2trKVuO2JhjM7HeDwSBbjds6HiyxLItwuMPv/vmuP3P5xVPyuj+h8mhbo5SipqaGmtra+KGUItju6OquP93N7O/z0+7sWbPjwZJge3vONkIhJ4lQIbqa9sVXScESJ41hh989ZJ9D+Hra13n1vxRUQ8BkfsLxQ4X7Ui4GAlvmcYx3YbMmem06vstQXkgardEZytszlAtC3hiGiWH6oukl4PFbrs6r/tO33wg4L8Smz49pOovt+gwczOCRo123EQ4HefvFZwCIhENobWP6/Cilop+dL41n77g5Y1/+POVCwHkJioRDKGVg+vxobcfb/s8LT7N80YKMNhbOyvQIC14hUFMLeEO7MV3m0tVVvzoc6BjUMKOzoSwrEh8kufL4QzPWX7ZoQdbnQ6gOvKRdyK2rcvldwdv4/YG8dJWNrmtXu9ZVKf2ulgG8qiBfn5gN8btCOfGCdkPBIGhNW3MTLevW0trcxGuP/pnzD9qDSw7fJ+1x8eF709rcROu6tbSsW0uwrZVgWyut69Y6R3MTFx3604z1zz9oD/7+2P20Rttsa25Ca83MmTOL8u8qlJDo6o5KazccSv1dNH/efJ5+7GnAGZi2bRu/3/G7oVCH373x6hsz9uX8s5wtkrXWhEIhDMPA7/dj2zbhsNP2U48+xYL54nerCaUUPp+jq8FDBjN6rKMr0zQxfb74/+1Vf7gqL7vXX3k94AQvfH6/qza01gXp6tCfO++ysWCLL7pyJRKJxIOCB/8s/eqTcuL5gInWeoTWemT02LfS/VlP+SRDeV+lVG2etrZPU6aBuXnaEYS0DB27CQCm6YvPUP/mow9cDwRorZn2/jsA2FYEw3A2qbrisRe58YV/c9UTf+OKR19w1cbKxU7uSNu2MH3+uC2lDHz+AHZ0dtIbzz6etn9aaz5565/xvvj8gXiuSedFyozPcLr9wjPS3k+uGU+CNxg2brxrXWWiWNpVqLx0pbXG9HXkvTdNHzphdcisLz9La+PRG6c4fc3wfMjsu+rAS9qF3Loqh98VvM/wTSbkpatMFEW7SuX9fV4Kv1tILmuhvAwdu0nePjETXdFuZ8TvCrnwjnad1SW2baNtG9uysC2LhTO/ZcncGSnHD7O/jV/TuY5t284R/fzD9+ltLJr1XfwaHa0jAerqoZB30UwUql3bSl0FevlFUwBnQNnv98c31jYMg0AgEJ+N/9iDmf3u66+9DjgD4IFAh981TRPTNOM2TjvhdFf3J3iE6Ovc3/79Mm/9701ee+tVXv7XSwD4fB26ev/d9/PS7ttvOtq1EjZyz9VGLPsLuNdV4soRrTV+f8f7bqJtgG++mu6q/6Wi4nuYCJ7gA8ACzE7lPuAnwCt52NotTdlXWus1hXVNEJKpqa2j98BBrFqymMRMfe2tLdQ1NOas39bSnFI2eORoNho9Lv55ozEbu2qjraWZ+sbuaNvG8DmPz5RHXmDKcQeltJGuf+n6AnDZQ89x5fGHopQB2nmBWvT9rLTXfjM19Yet4E3c6ioTRdOuIh6syKWr2H5BAAefdg4Az999K6bPHz/33edTGbPFVqk2ooMubp4PwdtUWruJ5KOrUvldoXrwinbz+T4Xv7vhUlNbF/97JbXbGfG7Qi68ot1ATS0jRgxl6RInq3g4HI4Pxn238NsUu/fffT83XXOzM6M6Opv63It+C8At1/8RIH7u3It+yylnnpJiY+ONNklpa/BGg+ne0D3lWsE7zJw5E6UUd118TlJ5KNhGJBxG2zqeZvDiw/aOBz+yYdmWs38NROuH8AdqXbXReSLZ++++DzgpjGOD1y/980UO+OmBKe22NLfQ2C352Wpel97vPv/3v3Lwzw7BMIz4TP6Z38lqqGpj9NjRjNukwyduPH5jBg0ZxOJFi5O0lE4b6UinF7dtQH66+uA9550ik9/1+/3xc199+VXOvpcSCZh4AK31OcA5hdZXSo0g+4bqy4GRWuuWdCe11muUUh8CO6Q5fYVS6p9a65z5U5RSvUkfMMm8TlAQCiDxpbwYBNvaitZGMfKEu3khK2Z7QvnwsnYTyUdXotcNAy9rt9x+V6guvKzdRMTvCp3xsnbF7wrZqKR281lNZ6WZ2Z+J2KC1K2SFSVVgRSIsmTsjqSwSTX8F8Tguy+Z9H5/VnxWdvFpEWxAOtrlqw1V/89BrJvLSseBZ2lpTfWJdXXH9rps2bNumaW0Tp//qDJrWRoOFWsf98F47751iY9nSZTStbUq67p7bnX1/Ott49olni3dDBSABk/WDjbKc08CvMwVLEniK9AGTrYGnlVK/1Fo3ZaqslDKjNjp74HnA4znaFgTXBNvbWLk4dTuj2voGV/WTZzY5Dnrlkh9Y+P2M+MylhbO+Y/Hc2Tnb8Edz+6MUWtsoZWTMLZ6uf5lmWcVm7GmtUYaTOXHCj9I9nrDxxO3Slgvew62uMlE07Wpc68qM5tc1fX6ev/vW+PnEGdCbbjc5rY3Bo8bww+xZrp4Pwdt4Rrvkp6tS+V2hevCKdvP5Phe/u+ESbO8YnKikdjsjflfIhZe0O+PbGXTv0T2eWx9gx112THvtdj9y/K4vmpPf7/fHV5ZA8gzoyTum97tjxo1h1oxZKKWwbRvDMPh2+ndM2m6Sq/sVKsPYsWNZvWY1r7/zj/gs+u+mf8f+ex4AOJte19Q6v/W/XTDdVSBOa80mQ53thYPBIDU1NYCT1ihbG6tXrY7vpxIjna4y7enQ0Jj6bGVaVRBboeLm+RC8yw+LfmDGtzOSdDV7VqpPTKeNdCTpJapFN21orbEsi+lfp6bO8pkGM6enltu2nRL8W7RgUdp+rV290lX/S4UETDyOUqoeGIMTjOiGs++MgRMI8QGNQKZQYgg4VWv9koumHgOujbbRmQOBb5VS9wLvALXAoOgxECdgMwkYnK6uliSeQhFZMPNb6hu7Y9sWRnTgYMsdd3U9m0gpxfjtfsz0qR9Glww6AxCXH3Mgg0aMItjeFl3eTc42Bgwdzqoli+ODG8rQGIbpfHFEBzsAtt19r7T9U0qx+6FH8eZzT2CYPiLhEKbPh1IGtu3kwvX5AwAcc/5lae8nXUoOwXvM/fZrLj/WGRiotHY1Oj6r042uVEJbQFTrHVugDd9407Q2zr7xTi46dK+Mz0fnHwaCN/GSdiG3rsrhdwXvM3/GdM4/aA/XuspEUbQb1WY+3+el8LvyOu59Fsz8lj8cuW9ePjETXdFubL+RGOJ3hVx4TbuWZWFZFoGAo6vLr02vq6232zr+d8MwkgIk4XA4PqAMMGHzCWlt3PPQ3fxk+z3jQRfxtdXFfj/Zn1FjRtHW1uakGsLRjxnVwW4/yU+7k3eczAfvfZCkp1xtxDSXSDpdmabjdxPTv+3988x+9+jjj+bxhx7H5/MRCoXw+XzxlElung+hg6OPPpo5c7Il9SkP06ZNQ9uOj/GCdg1D0b1bXVRXNpZlEwg45z7+11WMGNYvbXt9Nz41asvZ88kXTfcZDkcwDAPTdHzv2y/9gc13vijvf6diUfUBk+jKhgFAT6AH4M9aIQta63eK1K2CiN7LNjgrPbYHtgRG4wRI8mUNsJvW+nM3F0fTct0JZFLjIGBKnn14Fyhq0jmlVH8g/VOXmdGJH2JfEEL14fP5CAQCGIYCDf4aJ1Z4xBnnQcLmULk49tw/cPlxB+H3+wmH2jFNA8MwWbFoAQB+v5MnPFsbfr+furoG9jjkSN55+Tn8fr+zyaAVQZlm/AUE4KRLr83Yv8PP+B3vvhRdahgIYNvOhoG+QE38C27n/Q+l/6AhGW2M3GQCPp9PdO1RfD4fhnKnq1x0Vbt+vx+0jd/vz6mryx58hutOPprY12psQ1Z/XX38movvezxj/X6DhmR/PrQtuvU4XtGu3+93fkzadm5dRSmV3/X5fKJbj+Pz+UDbrFu5whPaxbapi86srqTframpEe16mNg7bj7vorkoVLtfvvdW3OeCi+/zKKXwu+JzvY/XtIttUVPToavDjjqMIRsNyaih5159jiMPPDI+AB3bsLi+vsPvPvnikxnrDx4ymKN+eRTPPvFs/PkIBUOiW4/j8/kI+AP4/X4WzOvQVSQSQQG10dRD5//+grz+Hy+96lIO+OkB+P1+gu3t0cFfM2sbDQ0NKXpJp6tIdDPuRL97/R+vz9i/8y85j2cefwaAQCCAZVnYtp31+fD5fPgM0W5nFixYwNcz5tCtz8Ci29baZu2yhUSCySmwDMOge/+h+AK18bJQKIzP56OtrQ2F4ptp3yTYcQIpSiki4QizZnzPz3ff13U/gu1B2tva47bC4XDWNgKBAKZp4PP5o7oKxHV17GE7MnRIPzLJ6F/PXcI+R95EbL/3SMS5sL6+Yy3Aa0+ej+X+a6MkVGXARCk1FjgR2BEnZVRNEczGVmxUkrHA/4pk61u3wZIErgGOIXuKr3zYCWcFysIi2QM4Hbi8Kwaam5tZu3ZtkbojlJP+/fszfPhwAjU18dlEO+57MAMH9INgrqxzHQwc0I+jTjub9159AXByjeqkXMwKZaisbQwfPpx+Awdw9BnnMGjgAD74x8sp7fQeMIiTLr0Ov45AMJK2LwHgjpff4E/nnUqwvT3l/C4HHMaO+x6c9f5GjhxJjxqf6NqjxHTr9wdy6ioXXdXu8OHDiYSC/PTI43PqasTw4Uy571H+cvUlac+feOl1DBw2PKuNbM+HFQnTv39/0a2H8Yp2Y/5WRdurpN8dPHCA+FuP06FbP26+z3PRVe1GQkFq6htcfZ+X0u8GW1vE53qYZN1CJbXb2edC5fyu+Fzv4zXtRkLBeBqaw48+nEOPOITWda0Z2xoxfDiPPfsYF597cdrz1//xOkYMH57Vxrnn/5b+/frz8vPO89HSIv7W68THFQIJ862VQikVX/FxyBEH079fv6z/9yl2+/XjN7/7Dc8/8zzgTNZN3NckXRtPP/YMAwYMSGmns64SGTR4EDfcej2RUIRIKL3fBXjrgzc55Zen0pZmH6B0z8eA/gPwGeJzO9O/f3/Gmw3sdNSFRbVrhUN88sr9rKpL3tnAX1vPtgecSo9+yUOzf7vlNLSL4LPfb6K0TSjN/3smFDBq1AjC4Xz21DNobEgejj/u8J046tDtWZvlsRk+YgQvPXYpZ178cNrzd1x/PMNHDODbGcUcSs6fSgcI8kIpNQS4G9iHjm2XJKdHen6klDpSa/2k2wpa62al1FHAm1SZNoQNBwVJL8c7739YQXZ2PuBwUIr3XnkewzQhwwZobtrY/ZAj2eWAw/n+q89YtnAB/poaJkzagcYePVz1xV9Tw3m3P0jLuiZmfDaVlqYmevbtx/htJ2P6ZGO29QEFmP6OF/JKanfQiNHOoIQLBg0fye///CRL5s9lzjfTsLXN8LHj2WjMONf9zfR8PHHL1a5tCJXDS9pNRPyukA1Ht4Gkskppt2e/Afzm5ntc66pUfvfT//zLdX2hMqTTLYjfFbyPl7Tbp28ffn36SUzecXLaVEfpGD1mFM+8/DSzv5/NV198hWXbbDphPBuP39h1f485/mh+ccwRfPbJ59zxxztc1xMqiAJ/IFW34AQyDj/q8ILMHnH04SgFf336eUzTzLjReqyNpx97JqOtRF3Nnzufmtoadth5B3r16umqL7W1tTz89EOsXbuWjz6YStPaJvoP6JfX8yGUhniwZNGspPJMwRIAw+dHR8IpQYpEjjpke447fMfC0l9rzSPPvMcTf30/62VHHbI9Dz/9LkMH9+bwA37M2qZWBvTvwc6TN4mn18rFmNED+cczFzJr9lI++2outqXZfNOhbLrxkPz7XSKq5glRSu2Os49HHzqCJDp6dNl8EWyUAg1Mx0lrNQuYD6zD2ZukO06qqUnAzjgTdxJRwBNKqUla69+6blDrd5VS1wGXdr37QOom8ILQZUZuujl7HXkCfQYOKtiGUs5sts1+tCNvPPcYM7/4tEttmD6TcRO3ZdzEbQvuU0O37my18x4F1xe8jze0m/9X3sBhIxg4bET+nY1SjOdDqCze0G4y4ncFN1Rau3UN3QoaDC623/3ivbcKtiVUhkprNx3idwU3VFK7vfr0YqdddyqozVGjRzFq9KiC++zz+djuR9vSp0+fgm0I5aOxsTFlz5ktJm7BCaecwJAh6bbndYdSiiOOPoIdd92Jx/7yKJ9MTdZuvm3EdLXdjwr3uz169GDPvX9ScH2huBQSLIkxanhfRg0fwIefJNfdeosRnH7CT9hoSBf8j1Icd8RO7L7jptz/2H+ytvHw0+9imgb77Dmx8PaAMaMGMGbUgC7ZKBVVETBRSm0KvIizwTk4gQRFfqM+iZ7QywGS74C/A68DH2itc66FU0ptDHyb4fQ5SimttT7XTQeUUscAf3DZXzfcoZQ6SGudeZ1gftwFPJtnndFAfOP7xsZGericCSV4i2XLlqEae3DkRdcAxYmW9h4+hsN+NwWtNe1tzlLx2rqGeP7FTG3MmzePsBFA1zQUoRdd44clSwnW+UXXHmXZsmVQ142LH34hp67yoRDtim6FfPCKdkW3Qj7EdPvbex5z9X2eD6JdoVTE3nF/e9cjgLt30XzIR7uiWyEfvKbduvoA9d3q01gqH0uXLcVviG69zLJly/AFfDz/9+dpbXZ0Vd/YUNCk/EyM3WQMV9x4BVqTtY158+cRqKu8bkG0m4lly5axcOk6mkJdH0KPhNt5+5HrWDp7WlJ5TX03djvhN6geI2gKpa87b+48etYN5I8PnYrWmuZWJ8VlY31twgbvXd/4o8fYXvzxioOytjF/3jzqAyF61Jduo5HGuspuYuL5gIly/keexQmWxL4PFTAVeBSYCdwBjIqWa2B3oA7oHS2fDOwG1CbYWAtciBOg8ARa6++ATQqoGsxx/rdKqQ+01lkDDUqp7YGHSQ0o2WTfeH4R8BfgH9H6YxLO7YuzWXxRgjBa62XAsnzqqE7fSNmWRQreJhKJYEUsMLLJsTAUUNfY3fX14XDY2RSwBH3Jl0gkQiSiRNceJRKJYGuNKtH/Tz7aFd0K+eAV7YpuhXyI6Taf7/R8Ee0KxSb2jltK3YI77bY0N7N4wRwu+YX7zWJLxYrFC1mmtOjWw3hJuzGfW2m9RCIRlCH+1stEIhEidgSfz6R7z9JqF8jahld0C97S7tFHH82cOXMq3Q0Apk2bRk3vodhdnHsfCbXz5oNXsPT7L5PKa+q7sfPxU+g5eEzWcEcoHCYSCUczFCp6dq/LcnUxyNxGOKkvpcGs8Ouz5wMmwCHAeDpWlWhgitb6ytgFSqnmxApa67c7G1FK9QHOBC7CSV/VA/g/4FCt9esl630Z0FrPJRrkUEpdjxMI6sxNSqkXMq30UEoZwIOkBkZagYlR+xOBoUA90A78AHyptZ6WYGcv4GOgV4KNi5RSD2utZ+Z7b4IgCIIgCIIgCOszM2fOJKwVlxy+T6W7grYtWteuYUnQ/WaxpSIYDNKzR89Kd0PIgpe0Gw4FQRdjXYsglI9ge5CF8xew1857V7orLJy/EG174xmaM2cOn389g259Ck/tVyxa29rJvGuIO5xgyZS0wZI9fn0NfYaMyVBTqBTVEDA5M/pnLFjyZGKwxC1a65XAFUqp54CXgRFAA/CSUmoPrfV/i9TfSvMY6QMmw4G9gFcz1Ps5kG43yTMTAh0zcjWutZ6tlLoGuDmh2ATOAs7OVV8QBEEQBEEQBGFDo6VpNZFga6W7gUaz+Zab8fq7lZ9TuM9uP8dv+CvdDSEHXtGuZRUrC7gglA+NZs2q1bS1NOe+uMQEg2F69OyV+8Iy0a3PIPb/3T2V7gYP/W7PLtWXYEl14umAiVKqBvgxHatLbODirtjUWn+tlNoDeB8YgLPa5Eml1HitdUsXu+wFvs9yblcyB0wOSlO2UGv9YAF9eBS4ieTUXnsVYEcQPI3OIzPv8kULuO2CM/hhtrNx1qaTJnPsBVPoP2Sou7a05vN33+SOC8+Kl+1/4unsffSv8uu0ICSQTVc1de7y6AbbWnnhvtv411NO7upuvXpz/CVXseUOu6akRBSEQpk/4xs+f++tvHRVCr9bW19PnxHD8r8BQYgifldIx9ixYwnbYV57K9NPtfIxsv8ovvx8GpO33J5rbr6G3X7iXlcL5i/g1ONPY9YMx+9uv9P2XHH9FIYNd+c3tda8+c83Of3EMwBoampi0naTCrsRoSx4TbvpNqHorCuAM357BieddiL19e78bmtrK3+68U88dP/DAPTu0zvv50MQ0lFbW0t7WxuBgI++vRv50zXH8dPdNnetq3kLVnD0qXfy7azFAOy6/XhuvuIoRgzr56q+1pp/vPklx55+N+3tIcaOHVvwvQipbKjBkkRdxTj/jJ9z1kk/pb7e3XqdtvYMm7mUCU8HTIDtcAIaOnr8V2u9oKtGtdZzlVK/Ax6P2h2Cs/rhuq7a9gC1Wc6NynJulzRl+W6uDjj7jCilZuNsth5jnFKqRmuda78VQaga5k6fRltLM3UNjVmve/TGK/jPC08nlX3z0QdcfOhe7HLg4Rx34ZSs9dtamjnzJ6k/Fl9+4C5efuAuevcfCHU98+2+sIGTS1cX3/s4Y7bYKquNWV9+xnWnHJ1Utm71Km4/3/lBese/P8r5fAiCGywrkpeuSuV3Vy1bAhIwEQpE/K5QTaxauYrTTjgNgE+mf0xjt+y6uvziKTz16FNJZe+/+z577vBTjjjmCK68/oqs9ZvXNbPN+G271mlB6EQmXd35xzu584938uQLT7D1dltntfHp1E858qCjksryfT4EwQ0rVjVz9Gl3ATDnkz/SrTH7HhXnXf4EDz31TlLZf96fzrZ7Xsovj9iJ/7vy6Aw1HdY1tzFym992rdNCRjbUYEkmXd1056vcdOervPbk+UzaenSamh189On3/PTw60vVRVdUfgfC7HT+Rfqhm0pKqZzrdrXWT9KxGkMBv86va55luyznumU5NzBN2dNpytyyPE1Z7y7YEwRPcuZPJqGz5Mp99s7/iw/aWVYEKxLGioSxbQuAt198hpcfuCtjfa110uBKog2tnS3BFs7OmS1PEJJwo6vrTjmaZYsyz1FYMm9OfNBOazvJRoxcz4cguCVRR5X0u4JQKOJ3hWpCa0043KGrbcZvm1VXN11zczxYEolECIfDhMNhLMvxu08/9jR3/PHOrO0lDmrHbHgll75QnWTSVTgcxrYdv3vkQUcxf978jDZmfz8nHiyxbTvJRoxcz4cg5MLxuRHC4Y60ciO3+W1WXV1x0/PxYEkkYsXrW5aj7Yeffpeb7ngla5uJg9qRiIUtOi4aG2qwJJ2uYtqM+d19jryJufPTDRk7zJq9hH2OvKnkfc2F1wMmsQH22Fq0TJuG250+Z1tlkcjLCbaHK6XWh7Vn52c5tyJdoVKqDkgXum7vQj/SrW2tfGJTQSgBX7z3VtrySCjEPx57AAArEsYwDEyfH9PnRymDSNhZYvjS/XcQCacfiPviv//psBcOYZq+uA3btuMDgIKQD251dctvTsxo49qTjwTAti1s206yEdM2ZH4+tN35q1sQMqOUcqWrUvtd2UxWKBQv+F1BcItSCr/fTyjUoau3/pVeV6FQiPvvvh+AcNjxu36/H7/fj2EYcRu3/9/tSYPMibz17/8k2fP5fPj9fpQhqY6EwsmkK7/f8buxgN6vjszsd4/Y/wgALMvxu4k23DwfguAGx+f68Pt9hEIdQZPX3/oy7fWhUITb7/8nAOFwBMPoqG8YKm7jhttfSQrCJPLPt6Yl2fP5TAxJL1cUNtRgCaTXVUybtq3jAb1Df/WnjDb2PuJGAGyrsr+7vJ6Sq3unz00Zrmsheb+MbsA6F/a/6/R5CzIHZTxNdFXNrcBPsly2JEP5NiT/+8UYCXwRtT8KOA7YA9gE6Ak04wRh5gBvAq9prb9USpmkrg4Kaa3XurkXQagaogNnt19wJg988E3K6Wkfvhu9TKMMA6U6YtRKKQzTdM4pxdQ3/sHkvfdLsfHQtZcCzsCfzx9IOmeaPpnxLBSEK10ZJssXLcSKRDB9ya8LViRCS5Pzlaxt2xlITsDnD2BZEUzTl/H5aG1eBw3u8pcKArjTVan9brrc6IKQiVAwyPLFC7jk8H2YP+MbLCsS118omDwvKVY+77tvuPjwn6E6vZprNMt/WJh0bUp77W2gFDecfhwjx2+RdG7F4oWsUhLwE/IjEAgQiUTw+Xyc9qvT+W7htynXvPtWh981DAPDSPa7ZoLf/fvf/s7+B++fYuP35/0ecAIugUAg5bwgFEI2Xfl8PsLhMKZpsmD+grjOE4lEIjStdd53bdvG709+33XzfAgdHH300cyZM6fS3QBg2rRpjNvEm/OlAwEfkYiFz2dyzGl3s+K71E3P33j3ayCb3zXifvfFv3/CYfv/KMXGb37v7IMWDkcIBLw+NFw9bMjBEsiuK5/PJByOYJoGcxesiOs8kUjEYk2TM9fervAES68/FW2dPmd6y+8cSNkI+MGF/VWd7G7ksl9lRSlVD4wBhuLst9INZ0VIO2DiBDb2JPseJQAfZCjfPEP5Pkqp14HrgTNJXZHUM3qMibZ/nVLqNeCv0fJEqjIQJQjZyDXssHCWkyrLtiLxAeXLHnoOwzCZctxBGIaJFQlj+vysWLworY11q1ellN3//tfcePpxzPj8ky71X9hwyUdXbS3NNPbomVzWnDonYfTmW3LxvU9w0vYTnIIcM/GD7Z2/4gXBBTl0VWq/+7nM3BfyQtO6dg1Lgm2EQ8GEUoeGxgba29rjs5xj5UvnzEydyqQ1ttWxqlQDpmlSW1dLS3NLSstL5ian6wwGg/Ts5MsFIRNbbLUFc2fPBciZaujb6c4cxEgkEh9Qfv7vf8U0TQ746YGYpkk4HMbv97NwQXq/u2plqt/9dsF0xg3ZuAt3IWzoZNLVMYccw8cfJb/vNq9rpmevnkll65pS33cnbj2Rp156kk2GjgdyPx9CB3PmzOHzr2fQrc+gLttqa1pJ8+plKeWNvfpT171Pzvqtbe05f8uXk8b6GpZ/ezf9NnH2xcmlq6+/dSZQRCIWfr8zrPvm85dgmga7HHA1pmkQDkfw+33MX7gyrY0Vq5pTyrbbKteQopCNDT1YAul1tfzbu9n/mP/jg49nJZWva26nV8+GpLKmdd4ZI/B6wKTzioTOK05idPYAo4GPXNjvvDNXQ9qrykh0dcY2wA7A9sCWQDFC30Hg7xnOZfKKsRUl+XjNfaJHZ17Pw0ZGlFL9gX55VkvaTciyrPgPU6G68Pl8+HwaXESaw6EgwbZWausa8JVgpprf70fbVsdMozR9qq2vx+/3Y5rOLGelFNf9+siO+trGNA0Mw6Rn7z5pbcTsG4bCNB2XfdMZxzLn62lOqgMF2rbw+Xyia4+Sj26htNr1+/3xVAKQXVexweZAIJDS90BNTYqN+d9+wy1nndBRnmAj3b3X1NSIbj2OV7Tr9/tB2ynarITfDQQColuPk69uoXTabWjsxibjx/Lyv15iyzETAZJmMW8xcQu+/Nz5UR0bUAb46Kv/UVObvAIv2B5k0mY/SrGx9bZb8enHn6XY+GLW50n1D9r7YPyGX7TrUXw+H9rWef//hIIhWltbaWhowB/IuY2nK/x+P/Pnzk+aTR/7e7r+1Uf9bmyWs1KKI/b/RbyebdtOekTTpE+fPmltxOwrpeLaPvrgY+JplES33sVr2k3USyZdffn5l/FzsT8DgUDKPdQkvO/GbHw97Wt+efgvsz4fPp8PnyG67YzP56P3wKH8/Ozbu2Tn2/de5NO/P0RDt55J5Vv/7Hg22fFAVzYeu+jnBfuWYmvX7/cTbG/noF/+KUFXKh4ISdfF+vraqN81MQyFUoq9jrgpbs/xuyamadC3T/e0Njq0bcRn+c+as5xNNh3kCe06v1l9GB4IbQX8/px9iYTbeffRa1g1f3qSf6ip78ZuJ0yh9+DR5J5ym7sfPp8/7f+nG4KhMC2tQRobagn4uxYO8GfoSzpd7Xf0LXzy5bzouQ5tBwKp9WtqAgk+VUNbiErh9YDJ3OifMVVlChV/0+m67YEnXdiPrVVX0bqp07PKiFJqK+BIsu9DUih/0VqnhvocMoX4a0gNloRxUnu1RM+5/VXZlQ3kEzkduLwrBpqbm1m7VrKDVSP9+/enJhhBBdM/qpFwmK8/+i+vPHRvyrl9jj2JzSfvjM/ftZeaWBuDBvTHMAxq6hvYaf9D0/Zp+133YOorzwJkTGsUK9tm8vZpbRx64il89K/XnJmlto1hmkSa1jBs2FDQTh7zcLCd/v37i649Si7dQvm0O3ToRgwYOICd99o7p64M03nBqcGCTn2vAedanJn8huEDBcE1Kxg2bCi2ZTlLw5XK+HyM23gTejfUim49jFe0O3z4cCKhIP6a2py6KrXfDba2iL/1OG50C+XT7oABA2hd18qpZ5zKqy+/io7qyjRNVq9czdChjt+1bAsz6netsEVrOHXrv6FDHb8biUTwmY7fXb50BUOHDsWK+l2lFIcdeRit65LrD+g/AJ/hE+16lP79+xOxIyn/b+kIhcP89+33uPu21DQtJ59xMjvvvjOBLmh3+LDhBINBGhobcuoKYI899+CZx54BIBKO4Os0CJNYtsNO26e1ken5GD58uPhcj+M17cZ8LmTWVan9rvjb9PTv35+Q2UD3QPo9Ndww59O3WPXNm4wYnpwBfuPt92Pk1rsB7mwPH5GslVyUUrsxn/vD8jBDhw7Dsux4EOSYw3ZkbWvq1tN77TGZh575FIBwxMLfKa1RYtnOO2yb1sbZpx7CC69OjT4fGtM0aGkJesbnFkMvxWL4iOE09h6UsS9WOMQn/7yfOmttkjb9tfVse8Cp9Oi3EW61masf/Qf0Sfv/mYlwKMJb/53OLXe/lnLuNyfvzU92noC/gJRsw4YPp/+Avil9SaerZatthg4dhgZsy5m8BhC0agmmPIK1DB3q/Buua25hbdOszheUDa8HTDongdwkw3WJ650UcIBS6jda64xTy6IrOQ7FCZTEFr0vL7SjRaIHpQmWLAUuyXK+lwsbc4ELcfYpaVZKHQU87rL957XWblb8CELBrFm5nDsvOjvj+dcevZ/XHr2fM66/jZ598l2klL2NyT/dN+31jT160Lv/QFYtW4Jp+rCt5C/J2MzlmtpaGrqlX0C36wGHOwN3ynlp6rDhxHkN0+tuXMhFObUbiW5O6VZXP//lKRltHnr6uTx31y0Ypi+aJqZjxoxSRnyvh0zPR+eBbKH6KJd2Q+1t0f1IVE5dld7vCl5nwYIFRLTi7t+fm/Eay4qwbMHcjOdfuPdPvHDvn+g/dERcM/liWRFnT5GoazzimMN59eVXUVFdRSKOrpRSaK3js59PPSuz3z3v4t9x83X/F58Vm5iyIzZoB7DfQemfD6H6Wb5sOWecdGbG8/fdeR/33Xkfd95/B/36F+Z3dVS0kUjEla569erJoEGDWLx4MT6fL67tGDFt19XV0aNHj7Q2Mj0fHphYLBSJcmo3hvjd9Ys5n77Fd+//LaW8I1hSGsqhXdBEIs5U+0RdHbbfpLRX9+rVyJBBvVi0eDU+nxmvGyM2s7++LkCPHvVpbRx/xE688OrU6PPhpPfq/AwJubHCIT555X5WLUoe2E8OllSGZcvXctwZqUG+GH+67x/86b5/8Midp9K/X/rv53xJpytI9LuONn976s8y2rjsvIO48uYX8JlmxmvKgadHK7TWPyillgL9o0UTMlz6Ds5+J7XRz0OAM4Bsa/0ux9mzJNEjTC28t57mbK31mizn3ey6OwK4GNhOKbUYuMJl2xZwnstrBaEgmteu7Ri00yRshB59vJXhDHgouPOisznn/+6hoXt+Xwid24jxy4uuxF+T+RE66bLrufHM40GRMbjxm5szf4n5a2r45YVX8PANlzsDhilbCUFDhh+fgvcpu3ajuNHVxJ12Y+KOu2a0u/FW2zFxx135/L3/xFejdCbX8yFUL+XWrgJUdENLL/hdwdu0tTRhhdrTntNo2tvSn+vMknmzqa2rTdmAPRfp2qitreWqG67k0gsvS9mgNcYeP92d3ffcPaPdSZMnsfueu/Hmv96Kz4ruzNU3XkVtbW3ac0J1s3r1mo5BOw3hmN+NDuA66S8cv3vGSWdy3yP30rNnz7zbaG9rxzCMpA2wc+nqhj9dz3GH/xIUdN44O8a9D2f2u5mej6AKZqwjVA/l1O7yJcv4zWnnxMt79e7FwvkL09YJEqRHjx689PzLvPT8yxlt+8zsq0WGDhvKhb+9KP55+ZLlsrdJkSl2sMSOhFO0kg4rYjHne3cb1R//ixMYOXokpi+/Qd5QKASolM2v/3j1MdTUZl61ctcNJ3DAcbegIKVujCfvzRzoqan1c8tVx3DupY9hGArDMFHByq/mqCa8HCxZvbo5HizRQCScvF+eUo5uFHDcGffw1H1n0rNn13epSKerzuy9x5bstfsWaWo7bD9pHHvtvgUvvlrZefeeDphEeRs4PPr3rZVS3bTWSbtvaa1blFJ/i14XWzFys1LKAO7QWsfDrUqpOpxgyfkkB0tma63X143Jz1ZKPaszf2u7/RU4MXrkgwnsBrj7lsnNXcCzedYZDbwU+9DY2JhxdpPgbZYtW8bKtjC6JtmRTzllP9atXo3WNuFQkEBNXUrdULANf6AGpQzuuur3nHfbg3m13bmNcDDI0LGbMGTTiVnnYfhqGjj//md58NpL+fQ//0o6t9vBv+DgU8/BF6jJamPIhK048erbuPHM42lpSn5ZP/WqW3jpgTtYtmyZ6NqjZNItlF+7reuaUPU90DUNOXU1cafdcs4x2ufkc+kxZCSP3nRlUnm/wUM4++Z76Dd4o4w2fliylGCdX3TrYbyi3ZamNRimybCxm+TUFZTW77a1rKNfv36iWw9TU1OD4Td44R/Ppz2/66TdWLN2DbZtEwqGqK1LHQRub2snUBPAMAy2GrMVDz2dn3ZjbaxZvYYevXtQ382Z3bnVpK2444E7OO7w41i7Jtnv3nr3H9ltz9yDPudeci4jxozkikuS5y5tNHQj7n34HjYalv7H+dJlS/Eb4nO9yrJlywjb4bhW0rHPHj9n9arVrrV7yXm/z1u7++zxc+bOnYtpmnTr3i2nrmLUd6vn+X/8ld//7vf88x/JfvfI437BuReeS6AmeybndM/HunXr6NdXfK6X8Zp2Fy00CXyXPMyltaatPUTn0ZDaGj9Llyxixne57UciNsFQOKnMMFTcRiKhUITuPXqKbjuxbNkyFi5dR1Mov2HI2J4lndn6Z8fTZ7M9aSpgi4O5c+fhM0jRSmda20J5Bb/mzZtLbU1+qblaWoOYpkH3bs679PCN+vLEvWcwfKO+QJb92OpN/vP8OZz9+0d59Z+fJZ064cid+cO5B1ITMLPamLzVIB674zgOOO4W1qxtZd26Nvp65D23UL2Ugnlz59G9jaS+RMLtvP3IdSydPS3pWmfPkt+geowoSJu5+tGzLkiP+tz79O28z1WsXN2MbdsEQxHqalO/g9vaQ9QEfBiGwW8vuYfnH/qt677MnzeP+kAobV866yqR+2/9NXvvtgVZtQ1MOXcvGgJhLvnGhYMuEZVXXm7+TUfAxAR2J2HwO4EbcVJsxfYj8QO3AJcqpf4HrAL64uxv0phwXezPW0p3C65px1mRUex1RzsAO+MEn9IRzlBeLE4G/lIMQ1rrZcCyfOrEljPGME0z46w8wdtEIhFnKXXCrMymVStYtcyRRDjUjj9QSzjsSHr8dj9m+tQPAVCGj9aWZgI1dUz/ZCpNa1fTvVembZGSSddGKLQOlJnUl0z4a+s4+cqb0VrT3urkVK+tb0jRZjYGjBjF/73yDlYkQltLM4HaWgI1zo+Nv957K5GIEl17lHS6hcpoNxQKJfUlm67cssN+h7DDfocQCrYTam+nrqHRVbot599FdOtlvKLdUCjEqM0mctVTqbl3M1Eqv3vVCYcRiUREtx4mEokQsdP/H61YvoJlSx1dBdvbqant0O7kHSfzwXsfAGD6TFqaW6itq+WjDz9izeo19OnrTruJbcR8bmJfRo8dxX8/e49IJELzumZq62rzXhFy2JGHctiRh9Le3k57WzuN3RozzuqPEYlEUIb4XK+STbdQXu2GQiG2mLgF/3jn7zl1lUhdfR233H0LWmtamh2/29CYn9/t/HwceeCR4nPTcPTRRzNnTrHmI3aNadOmMW6TsZ7R7pYTRvK/169Ke10kYrGuuZ26Wj+1aQYP3dDeHqKtPUy3xtqMs/p32OcK8PcV3XYiEokQDkew81i1+c3bf+WTVx9IKd/m5ycybseDcgy5ZsbSsMXGAzNqBWD5iibG73ABAO3BcFIgZJfJm/D2Bx07CLS1h+ID0t++fyN9+3Rz1Y/lK5oYsOnpbLvlCF5/9uKsukpHfZ2f+2/5FVprmlucla2NDbV5+d1xowcw/b83EIlY7PDzKzzjcwvRS6kIhcNJfYmE2nnzwStY+v2XSdfV1Hdj5+On0HPwmIK1masfkUiYXP89y1c0sWTZaqBDuzG/m6hdn6lobmmjrjbAfz/6jtVr1rnWrvOOm7kviboq1O/ut9dELrnmqbzqFJNqCJi8gLOqIPbfcDRpAiZa60+VUvfgbAqu6QiG9Ab2Trg09rTphD8/BO4res/zROv/Z++84+Mozj/8zN3unarlKldZxgVMM2ADofcSmkMNEAMBAkkglCRgQsdAaIYktAAJNQQC/AiE3jEYCCaAjbHBBVe5gWVbtvrd7d7O74/Vna7s3e1JV1byPp+PwNoyM6f7zruz8868r/xMCFENHAEcBuwFbA+2YkG0A3MxE7iPsjh/CqkdJqmyYr4DfIL5N9+WrgfvniSEqEiTdN7FpcvMevs1IJKk2jRpo3fcmav+/gwejwcpJXdedDaL53yBovrM6zxeZvz7Xxx//sVdrsNqa2EmhBCUlldkfV8sXkWhoqpvt8pwcQbF0q4VudCVz5+9s8WlZ1Jo7QJZh0SK4Npdl1heedEM5xEOh6OO3Qm7TeC5l5+NavesU87i88++QPWp5nVeL08/8TSXXJ46X0+qOtKhKAp9+/Xt+ofBDGPkht/aOiikdsGcvM7GWRKLEIKKyu7Z3Uj/EDYWJm2NrFixgrnffkflgKHdLksPBWhcvyr6vI2glpRRVV1j5qVLQ1t7IO2OzUJrNx2K4qVfN0POlJT4uuxsKQZOc675+9fYvj6ds2SHA0/KZdMsef6V/wEQDhsoHUmqJ00YxZvPXRHV7vFn/Zn/fr4En6oQ7khm/cjTH3DlJZOzqkN4RLe0KYSgsiJ5t3c2KIq36DkjegKms2SapbPk0PNvYcDwsUVqWSeF0G5i3pxU5MLuFgvHO0yklJuEEP8G9u44NMEqLFcHv8XMSzKZTqdJhERHSeTYIuDk2LBdxURK2QA82/GDEKIcGAdsAwzB3B1TgunkaAK2YH6GhVLKsBCituP3xLenVPlfADalOP6qlPJ+4GYhRD/gTeBHsecxnVc7A5emKV/BdP68l+YaF5cusfq7hYAZP1/1mbL/xfV3RGMfCyE4c+oNXHv6sXg8XrRQAI/Py8Z11rFs7dahZggr4OKSiWJp18WluxRauwAbvl/N1T89Opcfo0ts/H4NDcKNS95TWfitqStd0/B3OBqm3zM9Trs33n4jRx10NF6vl2AggNfrZXWK+PeZ6nBxyRWF1K5Lz6BywFAmX5Y6L4wdNq1dyvsPX4OSMEYcPGYCh5wzLem4FU9cdnja8652i0sunWvdpa09YCt5LhTfWQIwf6GpQU0PR3eXPDD9nDjt3nXjFPY+ahper4dAUMPr9VC3OtX0Wuo6XHoGPcFZAoXRrmH0/vchxztMAKSUP7N5nS6EOBm4suMnNpBmZMdJxHFiAP/ETIjelMPm5hQpZSvmzpG5Nq+vE0I8Dfwi4VS6nvt9iuOxgRBPIN5Z8jlwQoeT5mwbTRtm4xoXl6yxiikqjfgNkNlsSbVbh4tLd3G169JTKYZ22xq38EOwvVtl5oJgMEhfd7dJj8WOdnHtrosDcbXrkmsizpJgW/w61GycJXZwtVt8cuFcywWZnGsRnOAsAWtdGQnHuhssytVuz0EaRo9wlkBhtLs10CMcJtkgpdSBPwoh/oa50+RwoAYzf0krpnPgY+CFXpzk/QOSHSbpnPnLUxzfBCCEGEF8jpcQcG6Wu3LsBSB1ccmSgcPMJJReRY2GffnnnTcy9f4nEEJgGAYP3/gHAMJhHa9iethHbrdDt+rQQjnO4OWy1VEM7bq45IJCaxfa2XnXnXn7o7dy+0G6wNEHH4PqyS6Zp4tzqOlIXK2onWFfbrjyBp58/smodqdeMhUwY2crqvld77CTfe3G1mFGzHVx6T6F1K5L76dQzhJwteuSHU5xlgDU1gwEQFW80ZBFl9/wNC89+fuodi+Y+jhghidSO3KPTNjBftixSB0uzqd501paG+LXmhfaWWKEdVvXFUK7wtP7XS69NiiolHKDlPJRKeVpUsp9pZTbSSknSimPkVLe3oudJQBWWXrSxQVItYc12PH/R4CqmON/lFJ+m2Wb3FgwLnnh0JPNDWgejxddM50Yi+d8wXn77Mhdl5zL+fvuxMqF3wDmAyaSe2SvI4/tVh2GRWzysK7TsmUzoWCgy58nFAzQsmUzYd3ew9Cl51Is7XYFKSVtLc20tTR3eSVULvqHizMotHbToes6mxs2Ewh0XVeBQIDNDZvNBPcuvZopZ08BwOv1ooXMofHnn33B+JrtOfu0c9h+5A5887Wp3XBM0tPJJx7XpTqg66tHpZQ0NzXT3NR1u5uL/uHiDAqp3Uy4drdnU0hnCRReu2HdsB1bPxEpJU3NbTQ1t3XD7obRM+SwcrHGSc4SgPOmHASA1+shpJm26r+fL2HQ+As46ey7qd7+Qr76pg4AvWNSGuCUyT+yLC9dHZnQ9TANm1sIBLr+PhcIhGjY3NLl/rG1owfb4n4vtLNkwcwXMHR74V4Lod2Ik6W7usqF3c0XvW6HiQsAZ1oca0xz/deYu0YSkzJUCSHOB45MuPb2LrTJfjA8F5cs6NN/IGMn7MbSeV+h+vyEgu34/GbCs4VffBa9LhRsR/WZG60q+/WnTz/7m56s6oilfs0q7rr4XDb9sC7u+NlX3cT+k0+2Vcecme/x1yvjExuW9+nD1X9/hiG129huq0vPoSjaDQSo++5bfqhbYUtXWijI/913JzP+/a+445MOPoLzp90RbVc6UvWPiqq+DBg+xPZncXEOhdauFXUr6zj71HNYtzZeV3+884+ccro9u/vum+9yUUIS+j5VfXjulecYPca1u72RgYMGMnH3icz5cg4+v49Ae4CSUnNycNYns6LXBdoD+DpylfUf0J8BA+1rN7YOgPlz57PHjnva1lUwGOSOm6fz9BNPxx0/8ugjufO+6fj9me2uVf9oampizz32tP05XJxFIbX7/jvvW5537W7Pp9DOEii8dr9esJohO/6Gvn3KeOu5Kxg7OvNYMxjUuP6OF3j06Q/jjk8+cjcevPNc/P7MO0tX1NVz4tl3s3pdA01Nbeyx52Db7XdxnrMEYNDAPvxo4hj+N2cZfp9CeyBEaYmp0ZmzFkWvaw+E8PvMqdWB/SsYOMBq/XLqOiKT1VbE6iqWu/94Bmecsp+tOl5/9yt+ftHf4o5l0z9ckimGs8Sqf6SiENoVQjBnXh0jdumcwyq03c03vXaHydaIEEIVQvwV2Mfi9PxU90kpg8BnFqf2AP4U87uOGYqrK1ksN3ThHhcXW1x46z0ACOFB9ZWgayG0UKDjJ4gWCqL6ShDCNHk3PfVSt+uIsHTeV1x1yo+TJoMBnrjtep647bqMZT9x67VJzhKA1qYmrjntGJbOn5v2fjfUUs+l0NoFc3eUHV0F29v49YG7JTlLAGZ/8A6/PnA3gu1tFnd2kq5/1K9dZfMTuDiRQmo3kTlfzOGI/Y5MmrQDuHbqtVw79dqMZV9z+TVJk3YATY1NHHXgUXz1pbWjxqXnc+/fTV15PB78JX5CoRDBQMD8CQYJBoP4S/zRxJivvvdKl+uIYFdXbW1tTBizS5KzBODtN95mwphdaGtLb3fT9Q+Xnk0xtBvBtbs9n2I4SyIUQ7tbmtrY66hpfPHVsrT3tbUFGT7h4qRJO4BX3v6K4RMupq0tmHxjDJ/PWcYeR1yfNKntYg8nOksiPH7vLwFTuyV+lVBIJxDUCAQ1gh0/JX41qt2PX70+6zpKUkwMp9PVb699it9e+8+MZV96zZNJzhKw3z9cknG6syRCIbSbSCHtbiFwd5j0AoQQo4BjgEuAbVNctjZDMa8DByQcu4b48F53SSnndKWNxCeQd3HJKVUDBnLHi+/yhxMPRwiBoiZulurkjhffpU//7GOFJtYBYMgwt/3K3AJuGOH4BIZC4PUqfPzKC+yyz0HsduChluV+/Mq/+fjVFwEI65qZ9LBjK6LwePB4vNz2y5/xwIwv8ZeWWZaxcuE3DNp996w/k0vxKbR2gai+Munqd8fs33G5TIqX6vEqCCG48eyTuPW5Ny3vD7a3pe0fLj2bQmr3N4d22re2tjZOP8EM1xUOhzFidCWEQFEUnn/m3xx06EEc9uPDLMt9/pl/8+9nXwBA0zSEENEt4B6PB6/Xy2nHn85X382hrMy6f7j0XAZVD2LGZ+9zyF6HIoTA50ut3Rmfvc/AQdlrN1LHbttOREoZjdufSVf77mquFpVSJoUqUhTT7p5w5Am8/fHblven6x9OC3PgEs+SJUsQHsGRB/w47XXDRgxj0beLUp4PBswJhvE7jmfKSWd0qS1CCNasWh1ti2EY0ZBJEgky+fpHH3qM99+ZQZ+qPpZlNmxqYM2qNWYZiVoUIBAcffAx7LTLTtHJG4A1q9YgDVe73SWfzpKwForTSyoKoV1FUTCMMJqmdzzPPRx12p2s+uoeysqsd+dtv+8VQMTuxi9CUxQvQggOPuEW/vf2TZb3t7UFOfr0OwEIhw0Mw0hKruySGic7SwCqB1Xx1Yxb2O2QazrGDKmnUL+acQuDBlrbwHQIi/ciK13FXq8oXp56/r8ccdDOHH3YrpblPvX8Jzz9708B0DTdYrybuX+4xNNTnCVQGO1G7Ga2urJrdx+755dZtymXuA6THoAQogz4FOgDqJg7gzwd/y7HXn6QWRnOPwPcRvyuo9qYf68F1gohrgQMYDNmmK25NupeLqVcaeM6F5cuM3DocB6a+RWz3nqFf9x2Q9L5c6+7lT0PO8pWCCE7dfz1ykto3GhunJLSQEoZTWxsHpOEdQ2vonL/lRfz6KwFlmU+cZvpyQ+H9egkdIRwWEdKAyE8vPTwfZx6yR+S7m/avCluAOXS8yikds/ZczvCumZLV8F2M/RcWNeSJsN1LYSi+li/qo7GTRupGpA8ofjmU+bgLlX/wH2Z7PEUSrslZeXR3x954BHAnMCTUqKq8brSNA1VVfnNeRexeI31xExkJbSu69FJ6Ai6rmMYBh6Ph3vvvJcrb7iyy213cS7DRwxn3rKvefmFV7juiuSdoLf/5TaOnny0rfBX6eooLy8nEAiYjucMutq0cVN094imaUmOnFAohM/nY+WKOjbUb2BQ9aCkMtL1D4HrqHY6WxoaaG9tznhdaYmCrhsEgsmb/kv8KorioW5Z11cNSynZ3LCZ9tYWAEKaTthGToZlS5ZRUW79WtrSai/fycL53+Dzdeo2GNSo6tvP1r0u1hRiZ8mWGL2kI9/aDes6Hq8HVVXQ9XDU7t527yvcfOUpSddv3NRMa8cqZk0LJ00ohkI6Pp/CspX11G9opHpQVVIZ9z5iOrA77a6CR3Q9z8TWhNOdJRFqhg9g7bz7+L+X/8fvrnsq6fz9t/+cE47ePachhKx0FcEc7+qoqsJZv3mIjYsfsizjt9eabdX1cHQSOoKd/uESj/B4e4yzJEK+tRtx3kXItd3dtDnzmCifuA4ThyGE8AKTgH0xQ2vtAoyhe+HTgoD1EuAOpJSrhRAvASemuGQ4cF+Kc5lU/O8M520jhKgGkt8Q0zMm9pdwOGxr0O/iPBRFQVEkpHAQqIrKAceexAHHnoQeChFob6WktBwldtKhm86FSB1P3nY9bU1bKC2vJKxr+DomBMdN2I0lHTH3w2EPXq9pZkPtbfj88S8koWAgOpnhEUQnlEfvtDPLv5mPqqqEwzper8IH//4Xp140Nak9c2e+j8/nQ1EUV9cOJZNuoXDaLSktRQuZK+gz6UpVVQwjjKKURsMqxX4mKQ08Hi9fvPcGh52SvBLwrX8+Ymo4Vf9wdet4Vq5ciSYF1/9scsZrh28zFqQRHSQjPLz91GO8/dRj3W6HQKJ4vYTDYf7+14dRVRVN06KT2RN33405HaFcPB4PimLa3bbWNvwl8RPewUAwbhI58u8Ju05g3tx5qKoadaQ89cTTTL02vn8oioLicXXrZBRFQRoy43ekKAonnXoiJ516IlpIo7W1lfLyctSYydrufs+qT8UwDEpLS9PqCuC9N9/reO6HKS0tjVtlH2mvYRh4vV5ef/kNzjw32e6m6x8+v2tzncz2228P2kZm/OearO4LaTotrQEqykvwqbl5ta/e/gLGjxvKR6+Yi3pG7GKG0YpM0AHR2OjQORkHsPTzP1Hij3f2BYIhxu55WVIZkyaMYva8lUllrPm685XzkBNuAXWgq9sEFEUxJ+YTt/sk0LBuGR89MQ1DC8Q9+waP3pkDz7oGRfWTtGUoS0rLytll+yFRvdglX9r1egRexdvxPDd19chTHzFtavLE3Wvvfd1hdw1KS70p7K7E6/Xwwuuz+eWZhySVcc/f3+2wuzp+v/k5+vWrdIy9tauVQuBT1WhbFn3yEvPeeTJOlwATjzqb8fsdT3d1aactiqJi9ytSFJWfnbQfPztpv5Ta7erXrVq0xUpXsXbX4+m0ma1tIUu72/m3FUl2N1X/UBQFXO0m4VNVyqprGDR8DPnWJpCyf4iy8qx0C/nTrqqqhA3z/5l0FUs2dvfdmdaLjguF6zBxCEKI3YDDgHeB/+W4+MeklGmXfAghtsF0rHSFdJmB2oC7uliuFRcCyctYs6ClpYXGxsYcNcelkFRXV+MP6ohga8ZrVUAt8YHUwGIVU3epra1FDwXxl5VjdOwOAbhs+n08ecf1rFm2JO640dKIIP5JZLQ0M3JkjfnvjmtHjhvPGVNv4NZfnh53HLD83F6tnVG1tVRXV7u6dijZ6Bbyq92IblW/P6OuRo6sidPfedffgZQGj958FdCpzVKPdRmJ2ob4/hFsa3V163BqampobmnGJ7NYKekBMHL6LlFTM4LBg4fQ1txGTY2pq8jkM8D9f7+f6664nu8Wfxd3fEtDI5WVFXFlNTc1J5Wx/Q7jmXbbNE79yWlJZbc1x+eLGFw9GMWjuLp1MNXV1eiGnvTdZcKn+NCCGloO7W7tyFqCwSDlFeVpdQXQ1tZOTU1N3HV33jOdsBHmyt+Zdjd6zrAuI13/+GrOV67NdTDV1dWg+2hsy3aNnA+vz0e7Bu05ku7I2lqqBw+MtqWmZiQQ79R47P7f8fvrnmLBd+vijm/cApWV8Z+hqVkmlbHz9jXcOe10fnzq9KSyY/8G1YOHgdLX1W0C1dXVhLzl9PHpKa9p3LCGZe89zNBB/YDOXTr9h49l0rHn4VUVzBSl3aN2VC3Vgwc4Rrujagay9vvNQGpdRWhpU6ipGRl33YN3nkM4LLnoyifiyjAosyzDqn/UjhgASj9H6NaOVgpF7ahaKvoPZdM379KwYAajakfGnd9un+PYZuLB5EKXGdtSOzLOzmVHbrWbaHOheHbXSTbXidotRFtWzPkgZf9Y8Ml/umhvI+ROuyNrawkGdfbefayt53mEbOyutBVMKX8UxWEihDirGPVmQkr5ZBGrrwKmY4a5yiWbgKttXHcgcHqO6wa4RUrpJnx36eV0bm+NODoS8ZeWWhxLjmG+askiyzLKK61jSvYdUG23kS4uSWTSlcejIA0D4fHwyE2dobukYeDxmEOI6hE1GWrJ3D9cnElNTQ26ofPnv/6pqO048aiTSIwmFBtWIOLoSKSsLNnulpUn292FCxZZlpEqFr+LS3dIpavqjhBbileJ7tSaeukV0fOGYaB0OJ9HjhppWUYEO/3DxSVbYnUVmRhJpKwsOSdQuUUM8/kLV1uW0bePmzcqFzRuWMOXLz+EFoh3rHY6S1LnburpLF76AxXl8ZpLpavB1aY99ipeDEPi8QgumPp49LxhSLwdE3qjRqYPchHbPxYsXscOO7qh5KwItTax+NNXk453OkvyT+OGNYS13C+ozAeu3d26WDHng7T9Y8En/ylCq9KTra6ysbvDhvbPQ4vtU6wdJk9QiH1M2VNMh0mEARbHNgKrO36+x/zblWImeN82xT0RKoHBwJYctG098DmwDjNvyk7ABMwF0VbMxMyL4uLSK+k/eCitzU14vF7Cuo5X6TSpRjgcDWNUWl6Bx+tNut/j9dJ3wCC2bNqAEB6McDjuutgyjz3n15Zt2H73vXL5kVzywOrVq9Gl4MFrfl/spqBrISREd3yk09XLj/0VBBhhA6/wdE5YS2nmQOnYPjtmp90sy/jpRZfzf/fflbJ/uLh0hSuuncr0P96J1+tF13SUuO3k4ei27orKCrwWdtfr9TKoehAb6jfg8XiiybgjxJZ54aUX5vnTuGwt2NHV3vvtzf1/6bC7uoEnxu5Gc6Aopr53m7SrZRnp+ocj37xcegTTrjiRadNfxOv1oOlh1Jh45eGwEbW7lRUleL3Jq0m9Xg9DBlXxw4bGDrtrxF0XW+ZlFx6d50/T+9manSWx2NHVgXtvz533v44AdMNAeLwxw13T7ioes4w9dhttWUa6/uGSTKB1C6ovfkFLoZ0lX778EE5/KLp2d+sjk7PEmcT3o1zb3Z22H5Gvhtui2CG5nJR90MkWc2DHj/WsVHp8wAwhxAgp02bYtfNdDAaOy6LuYZjOlFxmPXsAeD7Le8YAL0d+qaiooKoqOWGbi/Opr69nU7uG9JdnvjjP1NXVMcyjUr9mdfRYWO9YqSIEHo8n6jC58cn/pGzzKVNv5Lqfmd1KSqNzIlmIaP4TgNGT9kWK5G7q8UNjW5D6+npX1w5l9erVNDY1JiXwLQZtrW0IIaLOjn/cfSepzP+WTRtp3Fhv/iJl9CEpADq02Kf/QKb9KtWmUUnd4s64o5FHkOj4r5QGjY2Nrm4dTH19PZqhUVZZ3JVndavq8JX6KKssY/9DDuDiX10SPad1rBAUHXY38gL58jsvp2z3zXfexDGHHAuYq/YjcZrNxIWddnffg/Yl0eyur1+P6lFd3ToYp+gWYMmSJXGOPIDpt1qvEAXYuGkj9T+Ydlci495OIqtMB1YP5IyfnpmyjAXfJtvdyL9dm+tc6uvrQdtIVVn38pXlglV1dZT5QtG2HLH/aH5x8aroeU0zQ5KYdldE9T3z5WtTtv/um09k32NuBCJ214iWEZsw9tB9RyFEZxn169eBGnJ1m0B9fT1r1jfTFIqfzmlYt4wPHp+WnOB99M6MPeKXtMqS3L6ZA3Ur6+hbGnSMdtsDIcrL/Gl11Yngp8fuxJ8efAMwJ6INI1mbF557OAP6CCC5DKv+0dYeYuCgQY7QbSqtFIO6lXWE9RBqzHvxxKPOZsBOh9OUY11aEds/Qu3NDKjCMbqNtblQPLvrJJvrNO32aSdvbVn0yUvMefOJpOOJ/cNp9jYQ1CgtMdfPZ3qed2Lf7vatKK7LoNjKc4qTwgmOmwAQBrq7JEEn+XsdBlwP3JjmvsMTfl+LmU/l53T97zMOuBjIWSwPKWU9UJ/NPSJhtsNMduyu/OiJ6LqOruvg6WrMxtyhaRq6HuYvb/6Xiw7bM/6klBhGGAhz1d//xeBR1iuSAAaNGMnl9z/Bbb+aYlGGORF4/3ufI9JotrL/AHRdd3XtUEaNGoVmaLzxwevFbgpD+wwjrJuTw+Xl5axZujDt9WFdj05IJ6KqKq2NDbQ2NqS83+vx0NqaOneLpmmubh2MruvoRvFti2lvO9vx2bxZTNp+97hrpDSTfIfDYZ596RnGjEttd2u3qeXJ//sHp5/ws6QyInqfvfDLuEF/BF3XER5R9L+JS2qcoluAYCgYtbkAFeV+Fs6fn/YeXdfQNOtdeKrqZfPGDWzemDrardcjaWm1Tkvo2lznous66DpO+HpMm6vFtEXw3WfT2WbS7+KuM+2uubvvzWensu2YwSnLHF07kJef/C1Hn35nUhmaZk6UrJj9FxQl/r1N13UQzujPU6ZMYcWKFcVuBgDz58/H378GI+Y1fdPapbz/8DXJzpIxE9j/zGvxqCUW0/3dJ5Skl+KhaRqapiGlmlZXsVz+m6P4fn0D/3ju47jjEW2ec/oBXPf7yWlqTe4fesK4pZjouo6m6XFaKRYhTSOshcBjLiKbdMwv2Ha/E/Kiy0QS+0coFHKUbpPbUhy76ySb6zTt5qstC2a+wOzXH006btU/nGZvQ6EQpSXm9HOm53ksdu3ut4vW5O8D2KCYDpPiq95BSCk/E0JUA0dgJn/fC9iejvSpGWgH5gDPAf8CbgYuSLjmMiHELVLKpCxFQohxwAkJh38ppXxDCHEf8PuO811ZqncWOXSYuLg4hVAwyIbvV3PzOT+luqaW9pZmNq5bQzhsdrE+/QfSr3owj91sJ4UQDBpRQ+OmjWzZsD56bHDNKEorKrn5nJ+mvXfj92toEE7xP7s4mZKSEoYMHcKnc/+b5ExOxaq6Vdx49U18MvMTAMZtN44HH3+AmpGZcpeYSCn54L0Puebya2jYZDpXzjn/bD6cMRO/khxf18UlExWVFSxavdBSV5dMvYSysszDlYl7TOSr7+bw6EOPcf+f748ef/CxBzj48INt9w8Xl3SUlJQQaG/n1acv48iDJ9jW1cpVG7jixmeY8Ym5W2T7ccN46sELqa0ZaOt+KSXvfDCfS695ko0NLQCUlqiMHDWuax+kl+K0CfAdtnVuXrrKilI2LHowSVcXnHMoV10ymTKLePmJ7DlxDKu+uof7H32X6fe/Fj3+1IMXZNU/isWKFSuY++13VA4YWuym0NYeIPYvns5Zcsg501B8xU2cWwyy0dWfbprCxecd0WW7m9g/mpraMt6ztTPpmF+ww4EnFaSuVP3D6bh2t/eTzllSqP7RHYYO7ktbe+f2sELa3UJQLIfJNkWq19FIKRuAZzt+EEKUY+7S2AYYAlRg5g5pBZow85IsAhZKKaNL0YQQD5DsMKkEjgSsljjf01FuhKeklG90tGkOcIYQwgfsAYzHDA/mBRqADZghr+5I8bEmCCFqpJSrU5x3cemhSNoat/BDsD16xOdTiJhVrb2F+rqWrEstLe3sik0bf6Bp4w8Z7wkGg/St6pt1XS5bJ32q+mQ1OB5ZO5JHn36ky/UJITjk8IOZ9fWnccc/+vDjFHe4uGQmla6yoaysjIt/fxEX//6iHLbMxSWeiRNq+fEhu2R1z6iRg/i/Ry/JfGEKhBAcecgEFs26K3ps36PTbTTfOslmAlxKg8b61Ul5ITweL1WDR3Z7QrqtPUD66MnFx0pX2VJW5ueKi4/liouPzWHLCkflgKFMvuyhYjeDJy7rDA7hOkvimTihlv+9fXPW9+XS7rr2Nj1OcJYIB0SssINrd3svPd1ZAjB0cFWX7G2E7trdfFMUh4mUsq4Y9fY0pJStwNyOn2xYluL4QVg7TIYl/L6XECKbOvtnOD9DCNEKfCmlPC+Lcl1cHIvPX8L2O2zL2x+9VeymcPTBx6B61GI3w8XFxcXFpegsWbIE4REcecCPi90UgoEgzolA7GKFnQlwPRRgxuPTaKpfg6+kM/a+v6ySQ8+/hQHDx3a7HbET4C4udnGdJS49jbKqQUV3lgweM4F1380uSBtcXKzoDc6SrYFi5zBxyQ+pRkapA3rH0/1Rv3V5W3JcrouLi4uLi4uLi0scWxoaaG8tfuiNsJ4UCdelhxFxlqxfNi/ueC6dJS4uXUEPBYruLNFDAcKadc4kFxcrSiozrbXNDZmciU9ddVxB2uHikojrLOk5uA6T3skeKY5XFrQVLi55QOZppaaUkvbWjjjf5RVuPE+XnBIOh5FS5kVXUkpamk3tVlS62nXJLa52XXoa48aNIxxYzzv/vpLKitK8abe5xQzJma6OPtuch5u2sedSDGdJU7MZ8qvY2nVxPs0b16D6SuOOFdpZMuPxaUjDTPLratfFKWSz86oQunK16xIhl84SV7v5x3WY9E6mpji+saCtcHHJA8vmz+Xuy37NaZf8gSG13U+H9P3K5Tz95z+y8IvP4o7vvM8BOavDxWXe3HmMr9meAw85gCtvuIrRY7qvq+VLl3PTtTcz65NZccdzWYeLi6tdl57InHkrGb377wE4/MCduPnKkxk7eki3y12y/AeuvOlZZs5aFHc8l3W4OINiOEvmzKuL6hZc7bqkRxrhuN+L4SyJ9A9Xuy5OIRtnydLl6xk0Pj71r6tdl3yRK2dJMKhx0tl351VXrnZNXIdJL0IIoQJ3A4eluMQye7SUctdu1ns28HiK0+3AQCllW4rzLi62WbJkCdIw+N87r/G/d16j78Bq+g4ajOjC6k2JZMuG9WzZWG95PlMdWigIWSbnnP35bL78/Eu8Xi9777c3O+68Y1b3h0Ih3nz1TdasXsuAAf05/KjDGTBwQFZluBSXmTM+YuaMj7jgkl9z6dRLu7RKQ0rJPXfew4P3Wsdcz7aOXOhqQ/0GXv3Pa7S3tzN+++3Y/+D98fl8WZXh4myKqd1gIMiyJcs4Yv8js663tbWV1pZWBIKKygpKy0oz35TQ5i2btxAKhVAUJVqWS8/h3Znf8O7Mb/j9BUdx1aWTu6zd2+55hT8/+GZO6giFdF5680tWrdnEwAGVHHv4bgwckN1G8PoNjfz71c9paw+x4/gRHLr/jvh87qtdLnBKGK5iaveH9Y28+f7XXdLV/2YvZdaXS/F6PRy493gm7Dgyq/tj+0f9xiaqhw7M6v6tkWI6S6xw7a5LMcg2p09TS4CqPmVxx4qhXYD6DU3c9dfXu6yrXNnddT9sZliNa3NzTS53lny7eB1rvt+SdLzQ2rVDLuxuMXGtey9ACDEKOAa4BNg2zaWz0pzLF++6zhKXXCKlRIbNFVUN67+nZfMmVF/2Cc+1kEYoFMp4Xao6wmGd77+39EEm8c28bznpaOsH4QtvvMBOEzI7Tu7/y1+570/3xR274applJWVMXjoYPDYaopLkZCGJBgI4FUUFEXhwXsfQgjBpVMvzbqs2AlnTdMwDCPOeZdNHel09d+5n1BWVpbiTpO2tjaOP+IE6lbWJZ07/8Lzufzqy7L5aC4OxAnalUiaGpuYO3suPlWx9RJpGAZt7dY2vqzUh8eT2WiGNJ1QKDkHxcCB7ouk0zGkJBDUAFC8HhTFy58ffBMhRHRyIhtiXx41Tccw4gOEZlPHnfe/xh33vRZ37PIb/kV5mZ+F/51OWZk/bVva2oIcdPwfWV63IencJecfyfWXn2D/g7kkUUxniYzRLRRXu+vWb+HMCx8E7Ovq62/qOPSk2yzPvf/CVeyyU23GMhL7R1NTG9VD7abh3DpxgrPESdq1wrW7vZ9snSVg6jYY1Lqsq1Rkq12ANd9v5vZ7X41eUyy729TUxrCajLe4ZEE+cpZ01yamIhvthrT0efpyYXdPO/++tNfkmx7vMBFC1AC7AQOBAUApgJTypmK2K5cIIcqAT4E+gIo5Nerp+Hc5qZO8xxIErN2E9tsxFtgVqOmotx1YBwxLc9vD3anTxSWWcePGsXnLZsrLy9E1DX+JKf03Z76ZVQiX5UuXc9RBR1NOedxEYCzhcDhtHdtUj2bD+g3ccNU0brxtWsq65n/9DScfc3L0d70jAWykvpOOPokX33wh7W6T66+8geeeeg4wB3a6ruPxePB6vbS1tfH1V1+z5x572v78LoVHeAT+khLC4TDBQAB/SQkP3PMgx504OWvtRiacI9r1++MHG3bryKSr3badyLxlXyeVHyEYDLLbthPj6jUMA0VREELw8AMP09zcnLZ/uDgfJ2i3pKSEQHt7dBXg2acdwF03/ixlXXPn13HYybdRUmLuctJ108muKN7oNTNevDrt6rvLrn+afzz3MZRH+kcYj8dDa2uAcePG2f7cLsXBIwQlfnOhQzhsEAhqlPhV/vTAG5xy3J5ZhRJYsvyH6MtjIKiheD34/YljBnt1RHVFvK68Xg+tbUFG7nYpa+fdh99vvRAkGNQYuVunszIcNjrsrhchBPc+/DZNze1p+4dLaoq9s0TE6BaKp13oWKDUkb/Kjq4idjdCot099KTb7NtdOvtHfjIX9h6c4CwB4SjtJuLa3d5PV5wlERK/92JoV0oJ0pygzkZX+bC7RpYRNFzSkw9nSeTZ3NWxaCqy1a7VorIIubK7ejhseb5Q9EiHiRBiGPB74ARgVIrLUjpMhBA/A2KV87GU8oucNbCLCCF2Aw7H3AmyO7APsAswhu6vH39MStnShTaVAhcAvwaynSH4REr5WubLsmpPNTAoy9vGxP4SDocJF7njuXQNRVHw+XyUlJSgKwpSSlRV5dYbbuVv/7AO8WLFnbfciaqq6LpOaVkZXq85qBg6bCilZaUsX7rcPJ+mDlVVMcIGLzz7Auf+6lxG1Ay3rOv0409HVdXoZHJpqRkORtd1hBB4vV5OnXwaXy+da3n/mlVrePG5F1FVlVAohNfrxefzYRgGuq6jqio+nw9FUVxdOxRFUaisrERV1Yy6ykR3tauqKoqiULeiLqOuhBDcdetdXHn9lZZtufLSq1BVFSklmqbh9/sRQkS1rqpq2v6hKAqKx9Wtk3GKdlVVxdDDgEBVFZ5+YRa/OfdIRo6wDh131Ol3ddhdo8Pumi/Kuh7usLsejjz1TtZ8bb1qqW7NRv714mcd/UOP6x/BUNi1txacc845rFy5stjNAGDRokWUl5ey43Y1fLf8B1QVFD3coSuFa259gX/97Te2y7vxzpc6tBumrLQEr9ccko8Y2p+yUl/aOkybqxIOp9eVrhuoqjlJcuNdL3HzladYtuU3Vz4ZY3fD+P2+DrtrdNjd1P1DURRwtRuHoiioqoIHia4F+Pift9CwaiGq2vkC7y+r5OBzptF/2BjI4/S9T1WRHsk2Iwdn1JVduqpdVVXxG+D1Khl1FSFfdlcP4xibG6uXYuNTVYS/hMPOvQFF9ZNPbQJp+4dXSKShOUa7EZsLxbO7TrK3TtNtrtvSsG4ZHz0xDUMLxGlz8OidOfCsa1L2j4jNVVXV1vPcLl3RbiCg4/P7KCsrtfU8j5APu1vi97s214KuaHfRJy8x750n43QJMPGosxm/3/F0xW77VBUpZPS7LqZ2zTmoTnsbIZd2lyKHQe5RDhMhhBe4FTP0lI/Uf71MyhsO3B7z+wxMR0WxqQLuyEO564Grs71JCLEv8DSQeR9fMjrwqy7cl4kLgRu6U0BLSwuNjY05ao5LIamurubAgw5kQ725HVrTNFRVZe2qtbQ2tdqK0yilZOWyOmpqatBCIdSOPAt33XcnI2vN1Rd1K1cx9ZKpaeuoHVlLMBikvKKcW667hT/dd1dSXcuXLaemxtzTGg6HoxOEEXRdj+40+erzr9hu++2SynjgLw9SU1ODYRh4hCfJ6um6TjAYpLq62tW1Q4no9tKpl2bUVTpyod3akbUMHjzYlq4UReGTD/5L62+T2yelZNGCRdTU1MTpOPa8YRh4vd6U/aNvnyrKyypc3ToYp2g3am/LfBiGxOv18IdbXuWhP52bVNfS5eupqTHLDIeN6GA/gq6HoyvvZn31PTtsl+zMm/7AB9TUjMQwJMITn7GktdW1t1a0tbWxpSVAWVX6/EfB1ibamxuSjpdW9sdf3icnbRk8eAjbjR3Mo/f8kpV1G/j11McA0LQwquplxdo2GlsF2IntLCXfrWympmYkIS2MTzW189Bd5zJqpLl+J10dI2trqR48kMY2T1pdQac23/tkJZdbtU9K5i1qoKZmZJyOO0/LtP2jevAwUPq62o2hurqakLecctHG7HceoTTcyKjazpW4akkZu//k11QNGoH5apM/akfVMmpYFf988EIgva7yrd2RtbUEgzoV5f6MuoL82l0n2dyIXvr48qsFO9SOqqW87xD6lyvkW5thLZS2f3zyzHRHaTdicyH98xzyZ3edZG+dptuK/kNz1pbGDWtY9t7DDB3UD+gXPd5/+FgmHXseXjV1/6gdVYvUNZ568AJbz/N8arepuR2Px0NFub+jmOLZXdfmWpOtdlfM+YCGBTPibCbAdvscxzYTD6ardjui24pyv+2xaL602x4IUT14WNTeRsil3W1uaaVhczPFosc4TIQQA4EXgX3pnNqxcozYcUE9hOlA6NNx/cFCiBop5epctNVhtADHSym3ZHOTEOJE4FnMsF9dYbGUckEX73VxSYnf72fgoIFs3LAxLvZ9e3uAMhvJfNvb2pOOjagZEZ20A6gdNTKrOlbXWZuOb77+Boh3lpx+1ukAPPPkM9HVG16vlwXfLrR0mMyba257NwwDj2I+jO68ZzpTL70i42d1cRbZ6iqRXGo3G11Ztc+qLQC3/+U2rvzdVQghzO3lpO4fba3tlJdVWJ5zcRbF1m4EU1cGACtXJ8cRB/jqm5VA/MvjOacfCMDjz8xEUbzRc/MXrLZ8gZwzzyzDMAwUj2m7H7zzHC6Y+njGz7o1U1Y1gP1/9oeU51fM+YDFn76K6ovXTOfLY254/d5Lov8eVTuI6oFV1G9sjHtpaGsPZYydDNDaHkw6VjtiYPTlMVMdsWSjK6v2WbUF4P7bz+aiK5+w1T9cLJCS2a89QsPapXGH450lBWhGOByXn6mY2gUYVTOAjQ0tRbe7Z11ofyfj1obw5H/lbVgL2eofTtJuLK7d7b00bljDly8/hBaIT5fb6SzxZSzD71dsP88Lod1sdJUvuzt6VHXGz+mSnsh4N5FcjnezGYv2FrtbDHpEmmAhhA94BdgP08EhO35Ewo8tpJTNwP/F3COA43PXYkfhAzZnc4MQYh+snSUG5vdwBXA68HdS7+bZUQjhZj9zyQupcip0lWAg2Sjnoo6wYdi+1msjAXFnucXfIuvSNZys3VzoyuvxZr6oA+mA7dUu9nGydmMxwvZ15fHan2wKZ1GuSzKFeHlMRYk/t+vDYhMbd7eOXOjKm4WOXZJp2by+6M6SFXM+wAgnrzYtqnazkJVrd3sndp0lVrh21yWf5MJZAmAYyVoopnaz0VW+7K5rdbtHoca7ubSJhaijpz7Pe8oOk3uAvejsvwLY2HH8dWAl8AEwIYsy/w84P6bMwwDr4H6FIwCEAfszTpnxATOEECOklBlVKoQoB54h2VmyGDhBSrmw47pDgLNIP5x+XAgxS0r5Q9eabskDwPNZ3jMGeDnyS0VFBVVVVTlskkuhqK+vp7m1iXVrvweIJgcGGFA9wNZuw9KKMlavNle8B4NB/H4/q1evZt26dYzdzkzmuWTREj6b9VnaOupW1REIBOjTpw/77L8PZZVlSXXtOGGHaF2REDPTb5kePR8bymiX3XexLMNX4mPZkmXRhNwej4cpJ58RPa9pGoFAgEEDB7m6dij19fVohsbatWsz6iodudBu3ao6fKU+W7qKxFu1al9sW2KvPe1EcwdVbEiuVP1jS+MWkLi6dTBO0W7dqjqCgQCVFSXREAUH7bM9VWXJTumJOw7kptWrADN5pqoq3DT9n9HzsSEKfrTLEMsyynwhFi/7oSNBocDj8fCTKWZqvObmdgYOcu1tIvX19axZ30xTKPnVYtEnLzHnzSeSjk886mwG7HQ4TaGkU92ibmUdfUuDVJUZLFyyjv9+9hVANEklwJABCkJkXtTQp1RldYeegkENv19l9Wr4ft0axo8dBpC2jlV1dZT5QlSVGWl1BZ16TdW+2LbEXnvsaTcC8SE8rPpH/fp1oIZc7cZQX1/P0u8Wo/o7n1FmzpJLEVWjcq5NKyL9I9TeTLlfi35vxdRuKKTz3XcafSpLM+oK8mt3nWRz09m5QlO3so4+7eStLboWYOaTt7F++fy441b9o25lHSWixTHajdhcSP88h/zZXSfZ296m24Z1y/jg8WnJCd5H78zYI35JqywBG7a7bmUdMhyy/TzPp3Y3b2nF6/XYfp5D/uzuggXtTNp9D1e7CdjRbiHGuxHdbm5YX3TttreHGFBFkrZyaXfbLRbYFZLiKy8DQojtgPPo3FEigXeBU6SUTTHXZVv0h0ATUNlR7oE5aG63kFJ+1pHU/AhMB85ewPbY2wnUDswBvsZM0h77BxkGXA/caKOcq4GRCceWAvtIKRsgugPlZaAkQ1lVmLlizrZRry2klPVAfTb3JGrD6/Um5ZJw6Rnous78ed/Qp08fwuFwNNn0wYcdlBRTNh27/2h3Zn0yi3A4THt7O4qiMPmInzB67Gja29v5vsMhk64OTdPQQhqapnHtzddYamrSnpPQNC1aVqyDRNM0PB5PNGzRThN2smzr/Y/cx2H7mCmWAoEAHo8Hr9cbbVckabeu666uHYqu63z99df85MjjgfS6ykR3tatpGrqu89ATD2bUlaZp/PiYI1O276dTfsrTTzyNlJLW1lYURcHj8RAOhwmHw9Hkbqn6h7/E7+rW4SxcuJDNWzZz8F6HAB27giS0tLTSp6oPxxxyjO2ygsEgLc0tSClpphkhBAf96GD8JX6kIQmFQinraGluQRoGbR4z7IdhhLnt2lOwks6PJo2OsbtGh92N6F/vsLvmwHzXnWos2/qP+3/FpMOuBSAQ0Dv6h2mvA8GgY3Q7ZcoUVqxYUexmADB//nz8/WswEtbRLJj5ArNffzTp+knH/IJt9zsB+/sw7RPSNOZ9W8ekQ69mzfdmvpRw2Oiwb3DkwTujKHbfGwT77D6GmbMWEQ7rtLebExAHTr6JbUcPoa09lLYO0+ZqeL3pdRWJN61pGpN/PDFF+wRn/XRfHn36ww67246ieDrsrkE4bKTtH7qug3CGdp2Cruum7fGYEwv+skoOOHsafYeNzYs2E4ntH6FQiHkL6tj/2GkZdWWPrmv31be/IhQKEQh4MuoK8mt3gw4a4+q6jqbpSXauGIQ0LW9t0UMBZjx+I+uXzYs7nqp/hDTNUdqN2Fwont11kr3tTbrdtHYp7z98TbKzZMwE9j/zWjxqiW3bHdI0pB6y/Ty3R9e0axg64TBommLreQ75s7tOmlfoSdot1Hg3pGkYWhCtRCm6dk2taEn6zKXdJfOa/7zSE0JyXUXnjgsJzAaOiXWWdAUpZRj4ik7HQqUQItFRUHCklA1SymellOdJKXfCzLOyG3AiZsLzKzCdH5dh7pA5BdgZqJRS7iel/A1mjpZELhNCpHWQCSH6AhclHDaAc2KcJXsAbwKJgec/B0ZhJpiP5QwhxOh09bq4ZIuu6+iaFnU+XHFd6pjpVlx/y/UAqKpKWNcJh81QRMuXLo9OONut47QzT4uLw5/IC2+8AJiOOkVRzHJ1HVVVowORyDVW1Iys4bQzT4u21+PxoGkahmHg8/m64ix2KQKRyWCnaNeurqbfOz3p3gh/uM7MdyKEwOfzRZ0tHo8HX0dS70z9w8X5hPVw1AlmhA0MwyAcDhMKtLFk4ULbP3ooYJZhdJYRDodpa22jvb09bR1hXQfRGSP97NMOiIupm8j7L1wFgNfrQVG86HoYXQ+jqko0znPkGitqawZy9mkHAKCqCh6PMF+SDInHQTZ3xYoVzP32O5b90Fz0n7aYXDMR0r087nDgSXn92wSCWvTFTtfDaDErLW+8Iru677g+YisV9I6JDIDvlv+QVR3pdOXzKVG7++D0c1K25aY/mOWadldBysjEiLDdP1ys8ZdVcuj5tzBg+NiC1Jeqf2Srq3R0R7tSyqx0lS+761JYTGfJNEtnSab+4RTtxuLa3d5DOmfJIedMQ/FlWstrQcdcbLG16/ep0AVd5cPuGkWeoO6JFGO821WbmI6uaNeKXNrdYvvKHL/DBDiG+N0l50kpczV6mk38zpLxwKoclZ0TpJStwNyOH7s8gLnLJJZK4EjMEGapmILpoInldSnlJwBCiN2Aty2umQMcKaXcIoS4E7gr5pwX07GT2lK7uGSBNCRSymi4lgsvvYDRY7bJqozRY7bhgkt+zYP3PoS/pARd1wkGYiZ7hLl1MFMdg4cO5sbbpqWta6cJO/LCGy9w0tGm0Y9MYkd48c0X2HHnHdOWceNt06ioqOCRBx9BCBENfwQwaptaRBb5T1yKgzQkwWDQlq7SkSvtQmZd/eft/6TNKeH3+/nquznst9v+tLa2Ju3eu+TyS/jNby/M6vO5OItx48bR0LCJ0hIfHo+IbnnjCTgAAQAASURBVJ++7MKjuerSyVmXd+vdL/PnB98EzAG3Hu5cbyUgZR19tjmP9oDpdLzykuO4/Dfpd7bsslMt779wFYeedBtA0qB+xotXM2HH9I68u278GZUVJdz3yDsd/cOZQ+bKAUOZfFnxkyI/cdnhcb8X01kCdOwG0qK6ioQmuOzCoxk7ekhWZY0dPYTfX3AUf37wTUr8KroejovrnE0d6XQ1ZlQ1H/znGvz+xKi4nfj9Kqu+uocd9ruCltYgXq8nOikC9vqHSzJOcZZEdAvZ6SoV3dGuECI6qVFMuyvaCxAXzQXonrPESdpNxLW7PZ+8OEswdzV3VVep6Ip2b7v7FRDEabNYdtdJC4N6AsUY7woh4mwuFEe7EceeFbmyu2N/9Huamtqz+hy5xJlvfx10TNAPoDPJ+ydSynnp78qKROfI8ByWXUyWpTh+EOkdJqdZHHsIQAixC/Ae0C/h/NfA4VLKLR2//wO4BYidZTsd12HikiOEp3Ni98JLL+CSyy/pUjmXTr0UIQQP3PMgiqIkOTIipKtj8JDBturaacKOLF6ziG/nfxsNp7THj/Zg4h4Tbbd36jWX89srLuWjGR+xeNF3lJaWcuzxxzCoehBHH+wO0p3MkiVLkFJGk1y30071kGreePVN3nj1zS6VWVJaQv0PqaMTpqojGAjGbW1Npys7lJWVMWfxbDZt3MS7b71Hw6YGRtQM56jjjopzwLj0XDxCxA1oL7vwaK685LgulXXVpZMRQvCnB95AUbwpVydZ1TGqZiAL/jvdtuNil51q2bj4IeZ9u6pje7nBPnuMY8+JY2y394apJ3L1byfz3kffsmDxWspKfTz+zEzb92+tFNtZAubLZEnCi1ixtJuIla5OOnYPqgfZixdeVuZn5Zx72Lipmdff/YqNDS2MHDGA44+a5FjHnpPxeLyOcJZ4FBUhw0m6heJod9iQvtx145SsdJUPu/vAY+/avtel63THWQLWNhdcu+vSffLlLIHUuoXCave2u19h5PABXHju4VnrKtd298Kpj9u+b2unmOPd7trEVGSj3dvufiVtWbmwu+8+fxU7H3Bl1p8jVzjduo9L+P39HJe/JeH3xJ0TPZVUT42UobGEEFXA3gmHm4G3hRA7YTpL+iecnw8cFgnXBSCl3CiE+BBzN0uEWiHE9pGE8S4u3WWf/ffhuj9el/Xq/FiEEFw69VKOO3Ey02++gw/e+zDndSSy4847ZtxNkg5VVTn0yEM59MhDc9Yml8IgpSQcDqN4Pfj9Ks1bNtO8ZXO3yizxKwRDGroeHxU1XR26rrNm9RqOPODHKct99qlnu9UugL/e/UDGa9asWoM03G3fPYWD9tme2687NevVSrEIIbjq0smcctye3DD9Bd7+ID6ZbLo6+vcr79KkxIQdR2ZcXZcOVVU46tBdOOrQXQB46vn/drmsrQEnOEsS4x0XW7tWJOqqKwwcUMnPO0IeuHSdqsEji+4smXTML/j8lYeQejjueDG1O6S6ilMm/6hLdebS7r742hddLsfFHt11lljh2l2XXJBPZwlAVZ/SpGPF0u7AARVcduHRXa4zV3Z32JDE9dEuVhRzvLvjdsPYcXxNt22iFdloN5PDBHJjd4uJ0x0mkSWukXBcK3NcfmvH/yNvVuU5Lr9Y7JHieGWae/amM1dMhM8ww5TNAAYmnPsWOFRKudGirI+Jd5gA7A+4DhOXbrPbpN14/JnHclbe6DHb8NATD5mJ/FpMk1BeUe7mBnHJGePGjWP0yCpmvTktL7qSUtLSaoblqigvSVuHb+hZbGnYTHtrS87bkS3BoEZVX3dQ7nQm7rJNzrU7dvQQnn7oN1lp18X5BJobiu4s2bR2KXooyKQJI5nx0rU515Wr3d5Hdyfc7JJpcuXzVx5i4oRa3nvhaiD3unK162JFrpwlrnZdck2+nSVghgb67K2b8qYrV7u9k2IvDvL71bzrytWuidMdJok7PnI9wxPZCxRxyBR/Bik3TE1x3Mq5EWGSxbElmLt6EmOzLMJ0lmxIUdanNst3cXEMQggqKitsXx8MBFmzanXalfqFwl2p73y8Hk/eBhhCCCorkldIWVFS4mP7bYfyv7dvzktbsmHfo28ENdEX7+I0nKJdF+fT1rgBX0n8c7TQzpL3H74GkHi8nrxqy9WuSzZkM7mSb1252nWJkOudJa52XXJFIZwlEQqhK1e7vYdiO0ticbWbf5zuMEmMV2Iv2Jl9qhN+35Tj8guKEEIF7gYOS3HJD2luH29xbArJf/PFwMFSyvVpyrLKobJdmutdXHocEumu1HdxcXFxcUlBMZwliZMrLi7FxkmTKy4uEfIRhsvFJRcU0lni4pINTthJnRh21iW/ON1hEtnBEFFFTY7LTwzMmm4HhmMRQowCjgEuAbZNc+msNOdGWRxLdJYsAQ6RUqZzvACsBcLEh/hKmT/FxaUnUlJSwg7jqt2V+i4uLjllypQprFixotjNAGD+/PnssG3i2hIXl8y4zhIXF9dZ4uJMXGeJi1NxnSUuTsYJO6n1ULAgdbmYON1hUpfwe9cyz1kghPADB2I6YyKxJubkqvxcIoSoAd4GKjCdEAIwML+/CuzlXgkCb6Y5nykz0Frgr8DJQohKoB3YAqwBZkspo7tzpJRhIcT3wIiY+wfbaKOLS49ESslbM+Zx5oUPRo9N/c0xXHzeEZSV+W2V0dYW5NZ7XuGhJ94HYGD/Cu655SyOOHjnrS5WpEt+aWxqR0ppW1d1qzcy5dd/ZdHS7wEz2dtdN/6MUSMTozVak6p/GIaBJ/vm93pWrFjB3G+/o3LAUMCc2GhcvwrDiE8GrJaUUVVdgxD5+yu2tQeQDl3J5Npd5+I6S+KZv2A1b8+Yl5Wu8mF3K8r9DK9xF1cUit7oLHHtbs9na3CWzJlXx/i9L89aV7m0u01Nbeyxp2tvs8F1lljj2l3nUqyws05izbrNDNzu10DXdNVdu5tvnO4wmYM5KV+F6SQ4RAgxIHZyvhucC/SlU3EL0+TkKAhCiN0ww2m9i+nMOQQ4ALOd3eUxKWW62EH9M9w/HDPclyVCiMXAkx31/EByPhifEKIiQxsyIoSoJjmnSibGxP4SDocJh8OprnVxMIqiIA3piO9PVVUURWVLUzvb73NF9FiEu//+Dnf//R1e+sfv2H3X9Busvpy7nON//pe4Mhqbg5x9ycMALPx0OpXlqWNHKooCiuKIv4tLMoqigFRwwtejqiqr121h2M6XZNQVwFV/fI5/Pv9J9F6A/36xlL2PvokzTt6X2687Le39za2p+0dzczuTdh/m6jYBRVHoP6SGYy65j4Z1y/jg8WmUllfGXTN49M4ceNY1KGp+Xx6fuvIYFEUtunYj9jbSjnS6yrfddZK9VRQFVVXwOODlyaeqhIXkR5PPZ/x+x1OIF7qGdcv46IlpGFogTgeUlDhCt2BqK2xg+3kO+bO7Gze1UruNM7TrFPLVhxZ98hLz3nkyXpfAxKPOTtk/fAl2rpgk2lwont11ba41PlXNui26FuDjf95Cw6qFcd+hv6ySg8+ZRv9hY+iK7XaadsNGdu9RkHu76/P5UFzdJpFKt6me553jXT+5Hlc4TbdWbSmG3XVtrjWRcW7kb5jueZ5rYvuHaVuco9stTQH6VJr6yYfdDRt5/AA2cLTDREppCCHeA07uOOQDLgeu6k65QoihwA107i6RmDs4ioYQohS4CNORk2vWA1dnuMbOLpV0bAfcAlwlhLgWcwdKImUkO1Ky5ULM767LtLS00NjY2M1muBSD6upqdEOnrbmt2E2hdmQt1YP7ccSp91NTMxKAcNiIrsb2es1EyRdf+wKP3/srhg7pa1nOmrWbuPjaF6ipGYmUEsOQ0TIUxYxqd8Sp9/PWc1dACk+99JQzuLra1bVDqa6uBt1HY1vx91OMrK0lGNSpKPdn1NWjT33Ih5+toqZmZJy2PR4PHo9g5v9W88A/ZjHllH2tK5OSH6fpH21tIapd3SZRXV1NyFuObFzJsvceZuigfkBnjqL+w8cy6djz8KoKoOe1LbWjaqkePKDo2h1ZW0v14IFmOzLoKt92t3rwMFD6OkK3Ea308eVXB3aoHVWLz1/OnoccS751CdC4YU3K/rFh9SJH6BYiNlejotx0bhbT7vbrr7s2N4F89KEVcz6gYcEMRtWOjDu+3T7Hsc3Eg0nVP5xibyHB5kJR7a5rc62pHVVLRf+httsS1kLMfucRSsONcdpUS8rY/Se/pmrQCLpqu52m3WBQo8Sv2n6PyofdbQ84Z4zrdN2me57nc7zrNN3G2Vwomt11ba41taNqMXQN1Vea8XmeSxL7RyjQSvXgYY7RbTCoU1qiZj1/ZdfuTtqltjAfJgWOdph08HdMh0nEufF7IcSbUsqPulKYEKIv8CJmwveIOzAM3Nv9pnaLweTHWdIIHC+l3JLhOl+O6qvA3Ili5fPMVR0uWymrV69GCMGlF/y22E0hFArR2hqI/q7pYVSlM21POGwgBHg8gqtveY7H7/uVZTm/u/YpgOgAxuvtfPjFlvnZ7KXstfu4pPt1LcymhhYGD83Jx3LZKuhcCZNOV8+/8j/z33q4Y2Duid4d0eY/n/+EU0/YKzo4iuV/s5dF/23VP4q/Vsi5hLUQX778EFog3jnc+fKY/8dpWAth6Fre68mWTLoqhN11scZX3qcg9TRuWJO2f7z14OUFaYd9hO3neT7tLsHiTzj0dlbM+YDFn76adLxzcqVn4trdnk1YCzH7tUdoWLs07ni8s6Q3IVAUb1HtrsB6ktAlnkzP80KMd52Ka3edSSGf56n6h7Po2vyVXbu7y07FfT4V3y2VASnle8AHdO4EUYHXhBAnZluWEOIg4EtgT+J3lzwjpUzMl9Jb+JeU8rMi1Js8msAdObh0n+amRlavXFn0HyMc5ocN5soLPXFSAnPlh2GYewi/X7+FsMV+wnDYoLnD6WIYRtzDBkBVvNH7pk1/0fLv8cXc5d37g7pshQjbupKYKz1i45AKwOvp3Bz90axFlmX85SEzbVaq/uG0GKxOoqVhfdGdJbNfewRpFHkftAWZdFUIu+tSPHrq5Eo2z/N82V13EJ5fequzBFy725PZ+pwlnTjB7rqkpqc+zwuFa3edR0l536I7S4THaVP48aPLXNvd2V+vyHWDs6In7DAB+C3wKWZIJ4m5i+F5IcSHwMMd5+IQQqjAAKAWMw/IiZiOksi3ITt+fgCuyGvri8sFQoiAlPL3Ga6LOJDySSgHZTwAPJ/lPWOAlyO/VFRUUFVVlYOmuBQav9+P3yOY8Z8ri90Uqre/gEBQo09lKZqmo6qmOV09915OPvce/jdnWdxxYbRSVRkf+a5hSwurV68CiF47acIoXnry99TseknccYCqsuTB0KJFS6irW8nAQYNcXTuU+vp60DZafn+FZlVdHYGgRmmJmlFXq1evitPfm89egdfr4YhTbgc6tbmqbhVVR26fVMb8bxfFXQfx/aOxqY1Bg6pd3SZQX1/PihXLUf1l0WODR+/M2CN+Sassyc2TNA26FmDmk7exfvl8Qu3NDKiy1kghWVVXR5kvRFWZkVFX+ba79evXgRpyhG7r6+tZs76ZplDxh/N1K+vo005e2xLJ6ZOUEDahf9StrKNvabDouoVOm5s4ViiG3X1vwWJ3rJBArvrQok9eYs6bTyQdn3jU2QzY6XCabNhtp+k2YnMh8/M8n3bXtbnW2LG5sc/zWMycJZciqkbZ0qadtjhJu+PHDWV5XbzeoLB2d9vRg6mvr3d1m0BEtytX1tl6nue7LU7SbazNheLZXdfmWlO3so4+g2sL0pZ0493v1yyjf6XhGN0GghoH77t91vNXdu3u9+tGJt1fSIqvPBtIKecLIX4G/IfOXSECOKjjJ4KI+X+AZCL3Rv6tAadKKdfnvtVd5mNgBjAC2AvYHns7gQKYu2+sljX8TggxS0qZztFg2KynO7R2twApZT1Qn809IiFuntfrxet1V3/0RHRdB13HztcXDGq0tgWpKC/B58u9qdM0jVAohKYp6HqYiGk5bsp0vpi7ouMaPXq8okxNandluQ9NM0PeRMr4bPYSTvj5n6LHY8uw+tylJV5CoRC6rru6dijZ6Bbyq92Ibs2FSul1pWlaR0xRAyEEh510S/S8YRiYoUYlA/qVWpaRqG2I7x9O0u2UKVNYsaK4K1gizJ8/n1AoCB4z+d3gMRPY/8xr8agl5HtorIcCzHj8RtYvmwdEviOt6NrVNC3ajky6yrfd1XUdhDN0q+s6mqZjOGDvQEjT8tqWTWuX8v7D1yS/PFr0j1CMXuyST+1Gxgp2nuf5tLuuzU1m/vz5+PvXdEu3C2a+wOzXH006PumYX7DtfifYtttd0S3kR7taQluKaXddm2tNJpub+DyP4C+r5ICzp9F32NicjSmcpt0Fi1dH9VIsuzt/wSq237Gfq9sEQppGe2sL7/zd3vM8X+ihAO1tLV3SLeReu4k2N3IMCm93XZtrTb7HuREyjXefuuq4LusWcqvdyBi3K/NXdu1u3z7+brWxu/QIhwmAlPJVIcRZmDlNSol3fFhhdTz2nmZgipTyk5w2tOs0AgdJKWfGHhRClAPjgG2AIZi7a0ownQ9NwBZgEbAQOB74d4ry7xRC/EdKmSqAcYhkPdwkpbSdYF0IMQkz5Jll+VLK7iZ8d3FJSzCo8cJrX3DJ1U8mnfvzTVM49fi98PvVnNTR0hpg6OC+BEM6Ho9A18Moijc6iJFSxjnrSkqStxXHHpNSRu+Z9aW5bT4S0xHgiouOtWzPycftyW+v+We3PpNL8SmUdnU9HBfDNp2urr/jBbxeD6GQnjSg0nUjeuyYw3ezLOPXZx/KQ0+8n7p/OGDwG2HFihXM/fY7KgcUPxlQW3vneo/BYyZwyDnTUHwlea/XnFyZljS5kolCaDc2fFtGXRXA7roUlnQvj93pH4XUrt3neV7tbjc/SS5xis1taw/QnVfxdM6SHQ48qRslp6cw2u3Etbs9i1TPc39ZJYeefwsDho8tUssKo92W1iBVfcqKandbWq3W7roANG9cg+orjTtWjPFutmFnXbvrkm968ng32/kru3b3gL2Td/UVkh7jMAGQUv5LCPE18CywI51htbJBYDoYTpFSfpvjJnYZKeVmYKbF8VZgbsdPJl4QQswDJlicqwWOBF5Pca+Vj3K2jTqjSClnCyEWA9tZnHbSLh6XXsjqtZvY7ZBrUp7//fVP8/vrn+arGbdQM3xATuoYNqQvK1ZtxOPxIKXR4U03dzVJKaNbDO+55cyUZf7j/l/x84v+hqoq0cnsCB6PB09HnMqLfnG45f3Vg6pyOjhzKTyF1G4gqOG1qavRtYNYXrcBVfVGtR1BVc1HRkW5n4EDKi3LuPrSyR0Dfev+IZzjLwGgcsBQJl/2ULGbwROXHU5YCzrEWZL+SyqUdltag9HfM+mqEHbXpXDk6+WxkNr1eARCCEfYXSfhBJv7xGVd7+PFcpYUQruJWnHtbs/Byc6SQmlXSomm6bbfo/Jhdw2H2VsnIY1w3O/OGO+mpxDaTcS1u1sXPXW8G7G3EXJtd/v1LbcqomA4LWNMRjqcHBOAU4E5mG/ziT+kOL4UOBvYyUnOkhzzZppzB6U5ZzXj2qcL9S9Mcbz4++5dei31GxqjDwIpJcGgRjCoEej4CYX06ABht0OuYcPGpm7XAeDxCN54ZipgJl9TVQVVVVAUb3QQc8Yp+zLl5H1TlnvM4bsx5eR9AKL3RX4i3vk3n51KWVnqNZA7je+9CRt7O4XWLhB9SmbS1YcvXWteLkScLlVVia5qWvDJ9JT3l5X5M/YPF2sUf1nRXx79ZZUovtT6KIp2saerQthdl/yTr5fHQmtXCGFbV/m0ux6neal7MMVylhRKu61twbhjrt3tGTjZWVJI7UbsZzHtrmtv7dETnCWF0K7VggbX7m499OTxbqLdLJTdLRQ9csZCmt/q85iJ32uBA4F9MfN+DAD6Ae3ARsydDf8D3pVSpprM702sSnNudJpzGiTtSu/KqCqY4viiLpTl4mKLAybfDJjxDoMhnVKLbantgRB+n4LH4+GcS/7Ga/+a2q06Iuw5cQyfvTmNo06bzubGtrh7nvzrrzn6sF0zln3PLWexx66j+e21T8UdH1UzkH8/dimjRg5Ke3/Ei+/SiVPio4MZI32HbastzxVauwB+n8KX796cUVdlZX7WzruPC654nFfemhN37rwzDuLGK07KuLspXf8YO3pIVp9ja6JywPCiO0sOPf8WXv3zBSnvLaR2E3GC3XXJL/l6eYTiaNeurvJtd126T7GcJeDaXZfUONlZAq7ddUmmJzhLoDDabWu3znDv2t3eT08f7yZSSLtbCHqkwyQWKWUd8GTHjwuUpTlnvY/UZB1mnpRYUrurU1OT4vicFMddXLrFho1NbGww0+OEtHDcg+DAvcczc5bpqyst8dEeCFFa4uOz2cvYuKk55dZqO3W0xwxsxo4ewpLP/4yuh2luCVBaolrGEk3HGafsxxmn7EcgEKI9oFFZUYKiFD/ZWk9lxYoVzP1mMeGwhhaIH2B6PF6qBo8syAAdoLW1zXLlUDG0C7Dj+OG2B8d+v8pj9/wSKWU0HnNFeUlc3NxMpOof+x59o+0ytjZEAZyg3ZlcKbR2rXDtbu8lny+PxdDuxJ1H8r93/mi7jfmyu4eeeJvt+12sKaazxLW7LqlwurOk0NrdZccaPnvrpqx0lWu7u+8x7hg3Hc5wlmT+bgul3XQhM12723vp6eNdKSUTJ9Qy8+XruqSrXNjdfNPjHSa5QghR3pEvpKeTbkS0Mc25t4DEpaT7CiG8Usqw1Q2JCCEGAnumOP2RnTJcXLLl+Vf+B0A4bKB0bAGcNGEUbz53RUfMT8nxZ/2Z/36+BJ+qEA4beL0eHnn6A668ZHKX64hsN4xFUbzdjrNYUuLLehDkFJy2qyMcBiE8+Eo6v5NCvzwumPkC9Su+sTxXLO12BSEElRWlmS9MQy76h0tu6O7kSqG1m46t3e72NvL58ghF0m4XX/xcu+ssiuksgcJqNxOu3XUOTneWQOG16/V6ujwZnCu7q3jdyehUOCXsbFi33tURi2t3XfJFbxjv6ro5TdxdXeXC7uaLrT6OixCiVAjxB3pBjg0hhAL8JM0lP6Q5d4/FsVLg6Cya8EesnXCrtpJwaC5FYP7CNQBoejg6OH5g+jnRMFVCCO66cQpgDqC1DsNet3pTt+ooccAWQaexYsUK5n77Hct+aC76T1t7AC0Yv7OkGM4Sq8mVCMXSrsvWTS4mVwqtXZetg3y/PIKrXZeuUWxnCRRWuy49A2kYjnCWGGE97XlXuy6xOCXsrJ3FDK52XfJBbxnvGkbqnVG9ha12h4kQwg/8BrgC6C2B+yYD6YLCz0p1Qkq5WAjxHnBYwqm/CSFmSilTZgASQniBacCvUlzyTJo2ubh0C6strEbCse5u6ku3TdYlnsoBQ5l82UPFbgZPXHY4Ya0zpZLTnCXgatel8ORqJaqrXZdcU4iXR3C165I9TnCWgKtdl2SaN62lteH7uGPFGO8aupb2Gle7LrE4PexsLK52XXJNbxrvbg1sdQ4TIYQP+DXwB0znQkQnjrVUQogaYEfMpPZ9AR+wueNnETAfUIF0wYmDwJsZqjoVWE+8LoYCy4QQ9wPvYCaVHwvsAIwBxgOTSO2oCQMPZ6jXNkKIarJ3cI2Ja1A4TDjsrvrriSiKAlIh9usbNXIwqqri8Ziec6/Xwx9ueo7/e+QShBAY0uCiq/6Jqqroepiy0hK8Xg8TdqzFrgys6mgP6CiKaruMfKIoCihK0XWtKAqqquBxgDn1qSphIVFVFX9ZJQefM43+w8ZQCFO/6JOXmPfOk6iquQtJ+nyWWimGdn0p2lIMnKLbSFucpN18tEXXAnz8z1toWLUwqk0gbf/wqaojtKvr0tVtirb0Bt02rFvGR09Mw9ACcdocPHpnDjzrGhTVTza2O5VuwdWuq914Muk28XkeYeJRZzN+v+PJ5ZginW6hsNp1xwqp2+IE3ULHOFcPofriw84WY7ybSS9bo3Zd3VqTrzFuLHbHu5lsLhROu07RLbjaTUUutJuL8a4d3UJhtOvz+/Ou2wyRmfPOVuMwEUKowPnAVcAw4h0ljnCuCSF2w9zh8S5wIHAIcACmkyQdrUA9yUnbY3lMSpk6ix8gpWwQQtwFXJlwaiDmDpJpGdphxTNSymVduC8VFwI3dKeAlpYWGhsbc9Qcl0JSXV0Nuo/Gts6VKT894RBefHMBAMGQjt+nsGZ9iH2Ou4vddh7FV/NXAlBTM5KQFsanmg+NHx+2T1w56bCqo6m5nerBw2yXAYCUtLabux7KS/1dimseDhu0tgUp8Sv4fOaDtnrwMFD6Fl3X1dXVhLzl9PGl35pfCGpH1WLoGmV9BrD7T35N1aARQP7btWLOBzQsmMGo2pHRY6FAq6VWiqHd/kHNsi1WusqWUEgjENQpL/Nb5vhJxCm6Bedpt6L/0Jy2JayFmP3OI5SGG+O0qZaUpe0ftaNqqR48oOjaNe3t0OzsbYQc211Xt9Z0VbeNG9aw7L2HGTqoH9Averz/8LFMOvY8vKpCtrY7lW6hWNq1HisU2u662k0mnW6tnucA2+1zHNtMPJhcjynS6RYKq92qvu0MHDiEhmbrnH0ZyaHdHVg9BI/a39VtApFxruoz475nep7nmtj+kWqcG6HQ2k3XlkLZXdfeWpOPMW4s2Yx3M9lcKJx2n/i/2VRXD2X1+qDt96gkcmR3+w8cguJ3bW4i3dVursa7dnQLhdHu2DGjqR48MOP13bG7Le3FzSLiWIeJEKIKc/fCQKAP0AwsyzYXRke4qF8AVwM1OHRHiRCiFLgIOLcLt5eT3lmyHvPz2+EW4AzM3Sy54O4clePiYknfvuXsuN0Ivl28Bp/qjT4QgOiDAMwHReRB0LdPGVVVZd2qA0DT7D0wtZDO3//5Aa++PSfu+P57bccVFx2L6stsir//YTNX3vwc6zfED15+96sf2/wUWx9CeGIGx/lnxZwPWPzpq0nHPV7r77co2g3Gh01Ip6sjD93FVh2ffv4dN931n7hjleUl/OWPZzBi+ADbbXXJD2EtxOzXHqFh7dK44/Evj9lRaO0CLF66nlPOuce2rvJld1tbg+ywY1/bn8MlNY0b1vDlyw+hBeLzTXW+POY+MWkxtJuIa3edT6rneaezpPAUUruzvlzCkhX1HHP6nVnpKh9217S5/W1/hq2R7jzPu0Kq/pGKQmvXCtfu9n568njX4/GweNl6fvqLe4HsdJVru+va3NzTW8e7mbYd5MLuzo1pazFwVNJ3IYRXCHGhEGIWsBH4FHgFeAp4GfhGCLFRCHGvEGKYjfJOwQxZ9SAwEvMrlXQ6S0THzzygcEForRlM15wlmWgEjpdSbrFzccculLOBXG1+Wp+jclxcUnLt738CmMmrfD4FTQ8T0swfrePH51MQHSstHror+66WWAfA8rqNLPxubdr7ggGN4874U9IgBuDjzxZz3Bl/IhhIH/t3weK1nHPJ35MeNgB/+dtbrFu/xean2Loo61td9JfH7fY5DuFNnWy90NqNJZOu7v7bWxnL/stDbya9PAI0twY473ePZOwfLvklHy+PEQqp3Qh2dZVvu+vSfYrx8hihGNqN4Npd5+NEZ0kE1+66JOJ0Z0kE1+665JOePt71Jzg1XLvbe+jt491U5MruPvjE+zlrU1dwzA4TIcQE4N905ptI5a/qj5ms/WwhxPlSyucsyhoJPIoZ0spqR0nk2LfAjVLKf3ez+U5lM3CklPILuzcIIQ4BHsNhzrQYHgCez/KeMZgONwAqKiqoqqrKaaNcCkN9fT1oG6kqi/fnVZWV8fzff8FeR2WO1vbZmzcyYlgp2foEE+vYvKUVr9fDyT+/le8+u4uyUr/lfdsd+gda24JIKdH1+ACPiuJFCMHJZ9/KR69cZ3l/W3uQU86+FTC3MxpGZ7uFECiKl+bmdhS1rOi6rq+vZ836ZppCxX+01K2so89gCtKWRZ+8xJw3n0g6PvGosxmw0+HUPXU3fUuDSbqFwmt385ZWBlSBKtoz6urhJ1bxo12H8OODJ1iW+8yLn/LIP14DzN1WQohogjmPx5Oxf9SvXwdqqOi6BQdqt7372tW1ADOfvI31y+fHHTdjOF+KqBpFUyhzW5yg3e32vhyPR1BRXlJ0u9verjFw0CBXtwlko9uGdcv44PFpyQkvR+/M2CN+SassgQzazNSWVLqFwmt3QBVUlRm2nuf5tLuuzU0mUbeZnueZbGZ325JOt1A47davX0cgqFFW6rP1PIf82d229pBrcy2oW1mHYYQ59rdX2nqe54JU/UPXAlE7l4pCaje2LcWyu669tSZXY9xYujretWNzoTDaXbWqjvZAiLJSc/K8mHbXtbnWdEW7+Rjv2tUt5F+7q+rqKPOFktqSS7ubqOtCU3zlAUKIvYA3iM/VkS5klgAqgH91PLCiThMhxDGYO1L60LmjJPHeRcCNwP/JyNOud1KOucPEFkKIM4AngNTLobOjKYdlASClrMfM12KbxFXVXq8Xb5oV3y7ORdd10HWsvr7amv6snP1n/u/l//G7655KOn//7T/nhKN3x+/vWrzaxDp+ftFDeL0eNE1h+v2vcPOVpyRdv3FTM1sazdRBoZAe3ZkSoa0tgM+nsHjpWjY1NFI9KHlg8tfH3kbTNAzDwDAkitL54Q3DoK0tRCgUQtf1outa13U0TcdwQFqokKYVpC0LZr7A7NcfTTo+6ZhfsO1+J2B0tEXXNUvdQmG122/sL9F1zZauVFXh5795gI2LH7Is87fXPgmAroc7Yu12/q1DoRAej8Dj8aTsH+2BIKoovm6h92lXDwWY8fiNrF82L+64v6ySA86eRt9hY20Nh52iXZ8qaA9ohEKejLrKt90Nac6wt9Azdbtp7VLef/ia5JfHMRPY/8xr8agl3d7inEm3UFjtRtpSbLur6zq4NjeOWN3aeZ7nuy2ZdAuF0a75/WhQqtp6nufT7uqa5tpcC0KaRnm/Ibaf590lXf/4/JWHHKXd2LYUy+669taaXL+fdWe8a9fmQv61q2la1OaCvfeofNld1+Zak6128zXezUa3kF/tainakku7mxhOvNAU3WEihCgHnsF0lth1XsSG1HpECPGJlHKtEOI04Ek6P1firpIlwE3AvxzsKPkYmIGZQ2QvYHu6vtvDB/wJOC7ThUKIfUjtLGkCtmCGNUvFekDF3AEUoQ9wPnCtrda6RJkyZQorVqwodjMAWLLEjAU7bty4IrcE5s+fzw7bVqc87/ernPnT/Tjzp/sRCum0tAaoKC9JGkB0h0gdv/nDE7R1JFZ78PH3LQcyr737FWB61hUluRurqpdw2MDr9fDCa19wwTmHJV1z11/fiJahqubn2Hv3scz6cilCiCSHoEvhSPfyuMOB2UV5LJR2IwOWbHQVCIQoKYnfLhwIdC6HkVJGr99j1234Yu4Kc8Cth/F4UvePzVtaqS7N2cdz6cB8eZxm+fJ46Pm3MGD42JzWVwjtRiYn7Ogq73Y3Z59p6yPdy+Mh50xD8ZUUtD2F1C44w+66WJPL53mXyeLVtBDarSgzVzQX2+6+PWNe0rUuJoWymZn6x+evWE94WVEYu9uJa3d7L71xvJuNrvJldysqCjsW641snePdTnJtd4tJ0R0mwHVALdY7QcCcrG/BdKhEMtDEXlsGXCeEuB9zwl8h2VGyHNNR8pSUshCLMLpCI3CQlHJm7MEOh9I4zKTuQ4Bq4ALMnCexbMRM2P6XhONHCSEGSik3pqpYCOHBDGFm5SxpAPaSUi4RQmwL7ArUYP7dA8A6YJ6Ucr4QYjTwJdAv5v4rhRD/kFJaZ2BzsWTFihXM/fY7KgcMLXZTaNi8BSMcZlPDZgAq+lVT2qcwie30UIDG9aswDHMrnjTCSDnI1r0+n0J/X0U+m5eRjZvMh6RhdD4sZr58LeGwwSEn3ooQAsMwVyu1tdvfj/nKU5dx9GnT+WLuiqI/RLZW8jm5UiztptJVe0BLGshY6XXv3cfyylOXMWj8BUDmAU6xt9j2Rgr98phIIbSbSVf5trvvf/Rt1xu/FeO0l8dEtha765JMoLmh6M6STWuXooeCXbo3X9rdduwQlq3cABTX7g4Y96sufgKXXOCOd12760R643i3otzPG89eYVtX+bK724/LmCraJQ35Hu+GtRB1azbxoyOtw6wVEnP3hz371127WyyK6jARQqiYic4THRwLgduAt2In+jsm5E8GLgMGxdx3GjAWc0dF7O6TJuB64EEpZXH38mRASrkZmGlxvBWYC8wVQvQD3ifZWdIAHCal/FoIcQ4QGwjOCxwF/DNN9ccA41Ocuzzi7JBSfgd8l+YzLBdC3ALclVD/xcAlaep3saBywFAmX2Z/xU6+eOKyw5HSwFdSXvCXx/cfvibuoRJsaypI3dkysL/1gGnkCNOxpCidKzwO/Mkfo+fNFSGmn3KH7YanrSPWEx8ZSLkUB0esRM0RdnRVabHSqE9l8taQWV8utSwjVf/w+Z2wZqP3UOyXx0Lj2t2eg9OdJYWmmHbXJZm2xg34SuL/XsUY79oPtFAY5syro6pPWdyxYtjdltZAl9rv0n3c8a5rd51Ibx3vtrQGs9JVvuzuF18tZ4897S1QdYmnUOPdzQ3NtDW356Ss7qDpYerWNCQ5bxqbzAT35q480/nhG/bz6PnY4z/+6W2QGDFFymgZsflPikGxZyt+DAzEHCFG8o28AJwhpUxaZiOlXA5MF0L8E3gL2KnjVB/g4JhyAD4AzpJSrs3rJygQQogq4F1gt4RTW4AjpJRfd/z+JvEOE4DRGYo/JsXxOVLKx7NpJ6Zj5k6Ii1pxZJZluDiQYrw8Jj5shKer0enyQ2Rwcd9tP7c8f/xRu3PhFU8ghCAcDuPxdG5BNGM6Gni9phk+7IAdLct46sELOOOCB1EUb1J8UnOrrrP+Jr2d3vLyaFdX/arK4uKORlAULyOHD2DV2k14PB50PRyf5yGmzFT9Y0Bf98UyV/TWl8dE7Ogq33bXXUiaHa6zpBMn2F2XzDhhvOsknGB3XQqPO941ce2us3DHu524dtdZFGq861V97DqinFm3n5yT8rpDyal/s3Te+LyC9lAkkkSqFyeJELBwkfV0vTQMDAe8cxW7R+yd8PsyTCdH2j3JUsrvhRAnAl8DpcQ7SiTwbEc5vSLehxCiD/AOMCnhVBNwpJRydsyxVRZFDMlQRaKDJUK2zhKklPVCiOXAmJjD2woh/Jm+VxfnUlY1qOgvj4PHTGDdd7NT3FVcDjtwJ8vjPp/CHy4+ljvuew2fTyEcNqLhxYQQ0e2zl5x/ZPTfiRx58IS48jRNj94fSQbnUhh6y8sj2NfVm89ekbKMF5/4Lbsffh1erwfDMOLKiB1wp+ofbv6d3LC1vDxKKW3pKt92101iYh/XWRKPE+yuS3pcZ0knUkp0PVx0u+s6qQuPO96Nx7W7zqC3j3ellGiabltX+bK7hmt0s2ZrHe+W+BS2H16V5LyRUjL43Ceiv2thc5eIQODxgKdjDuDTW09k7NAqy7JX1jex5x9eQA8bNLUXL1hUsWfaIrslIrtL/iSltLW3SEq5DPgX8Y4SgEXA2b3IWVIJvA3smXCqGdNZ8nnC8TKSyfQ3tUpIEXE8dYUNFsf6Wxxz6SGUVBbm68v0sHEiK2b/Je3E79SLjuXnp+4PgNfrQVUVVFWJrk465/QDuP7yE1LeL4RgxezO1ESx90cG+dtvm36brUv36U0vj2BPV28+O5Wxo1P720eNHMQbz0wFwONJ1jZk7h8u3aO3vzzGEqujYtpdV8322FpfHtPh2l1n4zpL4hFCZKWrfNldV8qFxR3vJuPa3eKzNYx3I06OYttdj6vjrHDHu8kIIVj2wJTo76rXg+r1oHhFVF+vX3NMSmcJwKjqPrx29dF5b2smir3DZAzxu0NezfL+l4DzOv4dcbrc7vR8JXYRQlRghh7bK+FUC3CUlPIzi9usnhbfZ6jKaufH6nSJ4jNg5bRp62JZLlsJPfFhM3FCLZUVybFtE/nTTVO4+LwjuOLGZ5jxyQLATKj21IMXUlszMOP9lRWlbFj0IO98MJ9Lr3mSjQ0tAFxwzqFcdclkDj/59u59EJe09LaXxwiZdFVW5s9Yxp4Tx7Dqq3u4/9F3mX7/a9HjTz14AUcePMF9ecwjW8PLYyLZ6CpfdndwderBvYtJT3yeFwrX7joTJzhLnBZ2NoIT7K5LYXDHu6lx7W7x2BrGu4FgCMMwonkbxowaRFWfMg476VZb99cM68eqtQ00dYRGKi1RGTOqmo9mLbSVHHzMqEE0NrWzas1GwoZkyZIlXf8wWxHueDc1laU+1j92Nu98vYbfPfYJG5vNfGS/PnJHrjxhN8r8asYy9hw3mHdvOI4fXflivpubkmI7TGLfOjdJKddlef9ci2PZOl0ciRCiHHgD2CfhVCtwtJTyvxb3KMBPLIr7IkN1Vg6TNQlljwbOAg7FTBDfF9NxsxFYAczoaO+3wMiEskJSysYMbXDZitkaHjajRg7i/x69pMv3CyE48pAJLJp1Vw5b5ZKJ3vryGCEXuior83PFxcdyxcXH5rBlLunYGl4eE5k4oZYfH7JLVvfkw+7ue/SNXS5va2BreJ53F9fuOgs37Kw1EyfU8r+3b876vlzbXdfmFgZ3vJsZ1+4Wnq1mvCtB8Qj8qrkzZN3aBtatbci6mNKO+wkbLFv2Q9b3K0IQ9rjOPzu4493MCCE4ctcaFtx7epfLKClyXp1iO0z6xPw7e4sAmxJ+/15KuaXrzXEGQogy4DVg/4RTbcAxUsqPU9w6meR8JQ3AJxmqtArZVdbRllLgduAikkO49e34GQscDtwGzOo4FovronZJifuwcXEqvf3l0aVnstW8PLr0OPRQoOjPcz0UIKy5KfNc7OOUsLNPXXVcQdrh4pKIO951cSJb03i3pMTH9kMqHJHIe79r/oMYMLrYzXA07vzV1kOxHSZ+OnOPZB2ySUoZTNj+uDkXjSomQogS4GXgoIRTQeABYA8hxL6Yn3UzZs6W+YCK6bBI5HEppZ6h2kTHE8BOQoh9MBO/b2v7A8DeFsfezuL+tAghqoFBWd4Wm4CecDhMOOzsFDeKYsaf9FD8pFs+Vc1bWxrWLeOjJ6ZhaAFUtXNb3uDRO3PgWdegqLEmwmyLoqg44etTHdQWRVFAUYqu696k20WfvMS8d56M0yXAxKPOZvx+x0MW5bq6tcYpuo20pSdoV9cCfPzPW2hYtTBOm/6ySg4+Zxr9h0UineauLU7Qi6vb1G1xkm6DTfUoaomt53k+iPQPVVEcoxdXu6nb4gTt5nOMG4ud8a5T7C24uk3XFifoFnKn3VyMd13tJuPq1hq7ui3EeNeRui16imlQFBXhajcJr4Bg8yZeuuNcWjatRRrxfx/FV0qwZTNv/fV3eW+HV1EcoRVV9eVdt0aRP2exHSa5pkfnLhFC+IAXgcMsTvuBy1Pc2grUA9skHN8M3GGjaquleArwPpDoHtWAH4AA5s4SO3v2nrNxjV0uBG7oTgEtLS00Njo7Qlh1dTUhbzl9fJl8XfmndlQtFf2H5rwtjRvWsOy9hxk6qB/QL3q8//CxTDr2PLyqAsTXWTuqlurBA2hsy4PhlJLWdrMrlJf6yZRlcmRtLdWDB+anLVlSPXgYKH2LruveotsVcz6gYcEMRtXGRxfcbp/j2GbiwSTq0k5bBg7qR2OryKirLpGFdl3dpmhLD9BuWAsx+51HKA03xmlTLSlj95/8mqpBI8hWm3ba4gTturpN0RaH6dbQNVRfZ16vdM/zXBPXP0aNYuCgIazbGLL1PO8Srna71xaHaDdfY9xY7I53I2PcdRtDgL2xaJewoV1Xtyna4hDdQm60m6vxrqvdZFzdWmNHt4Ua70bnFVpFVnMAXSKDdkfW1lLdv4wmUZn7urOketgIRFW1q90ERo2qxQMY0qB/6fC4cx6PB78/MrWeX+dO1cgaBg+roklUIiW0Bc2/TZlfyZd0U9YxsraW6kEVedVtiwjkrWw79DaHSY+lI8H7F5j5QbKlnGRnCcDlUsoNNu5PpfBYZ8kC4EbgDSllixDiBWCcjbI/kVJ+buM6l62Ixg1r+PLlh9AC8RvLOl8efSnvXbz0B66//d/88syDGTF8QLfbsmbtJv762Ht8NX9l3PE9J47JWR0uPYcVcz5g8afJqbA6Xx67xpLl9fz41Ok51ZWr3a2HsBZi9muP0LB2adzx+JfH/OBq16Ur2Hme5wqr/rFkeT0nnX0PkFtdudp1yYZsx7uLl/4Q1S242nXJH7ke77radbGDoWu0N25i5lNWgVFAGpK2xvqk0JpCePCVVzH37X/mtC1r1jXw41Onxx13teuSColECE+c06C8zMfwof0Q+fBWJNYvJYuXfk9IN7j6qf/x1YqNcef3GDuIXx6+IyMGlne7rtUbW3jwrW/zWkdPwHWYOIdf0DVnSSragUuEEJcAX0opz0tzrd9GeSFgD6CPEGIn4ESb7RgthFCllD16949L7uiOsyTC53OW8fmcZZx+4t78/NT9u7YSREr+8dzHPPPirJzUoWthZs5ayPr6Jqqqythvz22pqirLqkmbN7fwwScLCAR1tqkdxB67jkaJJG9zyTv5cpbE4gztZr/y5dtFa/hm4Ro8XsFuO41i7OjBWd1v1T9c7FFMZ0ksztBuPK7ddSbFdpYkUmzttrYG0LVw1rrKtd3VwwaK++ZXMNzxbmpcu1tcevt4t6GhhVlfLOmSrnJldzdsambQ4L5Z3bu1YIRaCTVa5xoLBnUMw4g7JgT4VC/hto3kNEiUYdDaFqKiPH4qrCjazYCmG3y0YB3rG9vpW+Zjn/FD6FtuZwqvk80tQT74Zi0BLcw21X3YfcwgVKX4uwh7EoYhiX2P9ngEekijrs7OGvXuIgnqBlLCig0tbGhK7kNfLN3AF0s/5LT9x3LWgdt1Vbo8OXMxz35sPa6OrQMgbBi8+Nnybunq29UNfLOqAa9HsOuogYwdWpV9w/OEO2x2DmrmS7KiFNil499bMlxrpyvt2vGTLcOAM4HHunCvFQ8Az2d5zxjMvDAAVFRUUFXlnE5oRX19PWvWN9MUKn4XrVtZR592ctKWhnXL+ODxackJskbvzNgjfkmrLDFdc2naYuhBysv8KIqX6fesItjeyNTfHJN1W6bf/xr3Pmym19E0HcOQcdPIiteTto5VdXWU+UJUlRn85aE3+dODbyTVUV7m56sZt1BWmn5A09Ye5Mif3sGKVckP2wvPPZyrL52c9v769etADRVd1z1Zt4s+eYk5bz6RdHziUWczYKfDaUqjSzttMfQgfr+aUVd26I52V9XV8d13S/nrw4Mz6gpg3oJVHH36nZbn3nhmKhN2GGl5LpZU/aOlNcjEiZOKrltwrnZ1LcDMJ29j/fL5cdeYMZwvRVSN6pY27bTFCdqNtbcRimV3nWJvwXm6DeshRmy/l63neS5I1T9C7S14POD3m0PrYmv3u+80djngElvPc8if3W1ubmfS7nu42o0hl2PcWLoy3o21txGKpV0rmwvFsbuuzbWmq9rNx3jXSdpdsmQp4bDBT8/5BoDBAysZOqSfRenxtLWH+G7ZD5bnth0zhLLSzA7O9fWNfF9vhjEyDEn//qtd3SawcmUdA/uXMTJhZ4VhSJbX1dPSGj8J7PV4GLtNNaV5yKG9dMlqwoZBiV/Nag7ADtlqd1VdHWWBCvrI5qSy7n51Hn9+dW7S8XK/yuy7TqbMn34asS2ocdTNr7Oivinp3AU/3omrTpwYd6x+3RpEUHWEdj/99FNaAmHqVl9S7KaweW0dHgz6lJp/7723G8rjFx2Y8e+fC9qCGufc/yGzFn/P5tYQXo+g1Kck68ojULyCO59eSbCxnssn75p1XXe+PJf7Xp8HgBaWaetoCep8t1TyxbxFcWVY6cqKeXWbOPaW1y3PvXbNMUyoHUCFzDrVeU4pvtV0cQL53v3xS3LkMJFS1mPma7FN4vY4r9eL1+vsVUy6rpsPV1u+rPwS0rSctGXT2qW8//A1yS+PYyaw/5nX4lFLMFLcG9sWqWvoupf2QJASv8pdf32Vk4+dxNjRQ2y3ZcnyH/jTA68BEAhq0UFLLLqup61D0zR0XeOKG5/mH899DJjbJHU9jMfjwev1sKVRY5tJl7J23n1xLxGxBIPmNRHCYQPDMFAUL0II7vnbGzQ2tnDXjT9L+Xkam1opr+pbdF33VN0umPkCs19/NOn4pGN+wbb7nZBRl3baInWNslI1o64y0V3tappGKBSypau58+s4/OTOLfO6bq7ritR3+Mm3MuPFq5mwY+rJu8uuT90/goEAuq4XXbfgTO2GQkFmPH4j65fNizvvL6vkgLOn0XfY2G5r005bnKDdiL2NSCWdrvJtd3VdB+HqNpGQpiE8iu3neXfRQ4GU/cNobyWshSjreKkttnZDoRCaphTd7oZCIdfmJpCrMW4sXR3vxtrbCMXSbqLNheLZXdfmWtPe1kp4/RpemP5L2/cEmhtoa0x2VpVVDeLbT9/g20+TnWF22+IR0hHaDQVD6OHOHrZydYC16zbhT7PTxJAyGqPfiq+/WUmZX8GTZrl2UAujheN7tqZprm4TCIVC1K8P0NgQO3kvaQ+FCRvxO+CFgFKfwtKla/PSltaAhhDm9xSHjIReElx323M8++LHKe2aFcGgxreL15lFSfMzJYVrSqhDCND6+/AmPB0u/8enPPnh4o6yQDcMPELg9Qi2aBpjfv0kq/9+Vkp9B7UwY379ZPT3sCExpETxmGGl7n31Kxpb2rnzrL2j1+i6hnDIWKGhoQFd12hr2pj54jwTDht4PQJNgX3HD+XJiw6gzO+FPI9424IaZ939Pv9d9D1g9iGPAFVIFG+8rnRd0h40KFG9/Ok/szlpj9qsdmss+X4Lf35pNgABLYzi8aSto7UtiNcjCHgy6yqRuSs2cuRNnTsd9bDZVyL1HTntJd6bNhmvp7h2y0kOk7FCiBlFLENKKQ/tZv09ldYUxxd3/H9b7O1CiSATrp8khKiQUrZ0pXEuPZ90L4+HnDMNxZfdshGv14OUEk3TUVWFK29+jn8/fmnmGzu4/vZ/A+ZEhKp48XrNbYM1w/pTVupn8bLvbdURCunRl8dQSMfr9aCqCoZhEArpqKr5EnjD9Be4/brTLNtywVTTl2jWFUZVvXi9SseLZBhVVXji2Y+4+LwjqK0ZaFnGgsVr2GPP4ZbnXNKTzlmyw4En5ayekhJzoO0E7UYG75l0dVjHpF1kUkNVlWjdQgi8Xg+HnHgrGxc/ZHn/ylUb0vaP/KbE69lIw2DG49MsJ4MPPf8WBgwfW5B2GGGdUgdpFzLrqlB21yWZygHDs36edwXTWZK6f7z65wvw+RS2GzPUtq7S0W3tSqLHi2l3Dela3XyTi/FutjYxHV3VbiKu3XUmRqCJ4KZ2W9dqmk4wlOwU8PsURKiR4KZuJHg2wuD1OEK7JSU+2tuDVJSoGFKidtz3xfSTqR1knba1+pzHKVG90cnkyD16WCIE0Qm7+sfPsbx/ZX0Te/7hBQBCujmp2hrQGDfOTrrXrQuv6mPXEeXMuv1kwJwMnhIzGRyhX7mf56ceyYTa/OX4KDn1b+iGJBw2ML9ikfCcNP+9YNFaSnz2p00DIT3J+QMybR1WrKxvijpLIrpSvR4MKQnpBqrXnJye9twX3HbGXpZlXPj3j8xaJGhh8x6vR5haN0yt/+ODRVx01E4p+0cxqayspHFzQ1qHZ6Fo7XCI7jt+KE//9tCC7Syx6h9CiKhjoWZABaV+he/WbcHrEUjpiX7XVz39Gc9ffqTt+m549gvAtH0RraSrA8xnesSJl42ujuhwlqSzu4dNe4UPbvpJFn+x3OMkh0k5cGAX741Mzne1DEFXgrrnlkeBL6SUM9NdJIQYAHwI7JRwaiNwC/CXhONh4OQMdW9Kcfx+KeX9Qoh+wBGYu0QiQWo14AZgMJA4+qnvOB5BAfYC3svQDpdeSK6dJdtvO4x1P2xBUbwEg+aKkA8/XYiU0layLSkl7840t2nrYXMbLsDHr17H9tuaTocFi9dywOSbM9axas0mhMdDOGxEXxYBPB4PPp8nOoB/5KkPue3aU5PaJ6Xklbe/Mtuih/HFDMa8HYMgXQ+jKF7OuOABPn7t+qTPM+/bVfb+cC5JFMpZArDDtsN4/N5f29JVKnKlXSFEVrqSUkYn7cBc6axpevTl9fM5y9hz4pikMi6/4V8AKftHW7t1/GIXaN60ltaG+MFxoZ0lC2a+gKFr7LDzNkXXbiyZdFUIu+tijfDkPxZ2JmdJpH/sNH44/33jBtvP81TkRLvC1Fax7W661dEu3ScX490dth3GVx/cCtgfi6aiO9pNxLW7zqRfv3JqR2SeUK7f0MSa7zdH7UeEEUP7UT2oT7fbMXf+KrYbN8RR2vV6BEKak2+KV3DmPe/z0R+PT6prXl3nNIiURCftwFzprIUNvB1TTZ8vWc+e45Jzmkx90sxTEe6YKHSaqV2yZAktgTD/mX5+sZtCWAshpTmdVExnCUCJT6E9pDP3Tz9l+xFm2LYFqxs46HozkntQC0cn6tc/drZt7Q4+9wnAXKFf0nH/zJuPT1tHQ0swqfxUuvIIgU8R0UnxR99fyK1TfmRpd1/9ciVg7kzxxeSVsNs/is24ceOQm5bzyS0nFLsp9D3zURSPcICzpPPfVrpSvIKgZoAXZn67Liu7+968NYCpl3TajdaBOa8QKT4fdnd+Xaqp6sLgpCw/oos/3S3DEUgpN9twlvQD3iXZWdIAHCalvBuYl3DOCxyVofrvUxz/KtI24Cw6nSUAV0spbwPmWtxnFQB0WIY2uPRCcu0sASgtURkxtD8Q7+VsaQ3Yur+5JXkl1nZjhkYH4AA7bDfcVh1NLebvhmFEH0QzX77Wsl6r9lm1BWDGi1cD5otoZMJl4ZJ1ltfOnLXI8rhLegrpLIlgV1epyKV27eoqMoEBcO3vj+fa3x8PgKoq0VAxn36xxLKMyIurnf7hEo8ejI/XWgxnSWz/cJJ2s9FVvuyuS3Gw6yyJxSnazeZ57trdnkeuxruR3ahQXO0m/ubaXWeyuaGZhQvXpP2ZN7+OujWbCIeNuB9FwKaNTRnvt/Oj6+HoblQovnbHDzND0HiEIBJ9f9HazZZ1fbTA1Ftkgg/gmpMncc3JkwBzIi8SKmbWd+sty5j5rVmGIWV04nDHkf0zfMrCEg40Edy0oug/GOYzrNjOkgglqjc6GQywQ01/RgyoABK0G7AXwb65Pfm6bYf1tVVHIla6SrXa3qp9Vm0BeG+amSvKTv9wiWfM4MqiOkv6lfsp7VhwYFdXhdJuNrrKxu5+vbK4DhOn7DAp9u4OxyOEqMJ0luyWcGoLcISU8uuO398EJiRcMzpD8ctTHN/UUfe5wNExxz8neSdLLFaZeQrz1HNxDPlwlkSwk3gvG6xWune1jnC4+3EsE1eA5bu+rY1iOEsiOFm7sWSjK1ev+aXYzpIITtZuoe2uS+HpirMkgpO1G4trd3sm7ni367h2t+skhjay4oG3vmHac19QnnB82ql7cOGPE9dfdp2+Zz5K4jrUYmo3mx0eyaGTUpNNLH2nRUDs36+ckTZ2I+WbufNXYUjpCGeJpofxWHynpVmE37JDu0V+nK7WkY1eU1HsnBA9GSu95JpMzsQDrn0JyK2uUpFNHdnoKhsdF+Jvng4nOEzcHpsBIUQf4B1gUsKpJuBIKeXsmGNW8XkyZVhL3nttEhRCjAD+HHMsBJwrpQynKc8qa1r+g1q7OIZ8vjy2BzTW/ZCcsLCi3F6ZlRWl0X9HjM/qdQ0s/G5t3Dbv75Ynb5RKrCOymkoIgWEYeDxmbHErrNoX25ZYDvzJH4GOmJAdIU4O2W8Hy2v32cONj5sNxXSW2NVVKnKpXbu6ioSBUVWFP/75pej52BXQB+493rKM8WOHsmjp97b6h4s1TnGWOEm72egqX3bXpbB0x1niFO1m8zx37W7PIdfj3UDMStBiajfx9dy1uz2PiLMkkVw7SyI4SbsL1zZSVeZDSqKhCA/eyTrX497bmiG2ImFgVK+HW/7dObUSuwL6gB2sA2ZsN7wvi9duQXTkp/AIwYLVDezhoPgaDQ0ttDbby3eTT3Q9zPL1zazcEJ9Ct9DOkgfe+oZgR16QhWs2x4UcWvL9lqTrK0rs7SqoLO28LqrdTS226kjESleHTXvF8lqr9sW2JZaDO8KB2ekfLoUlm51XdnVVKO1mo6ts7O7uYwbZan++KLbDZJsi1+94hBCVwNvAngmnmjGdJZ8nHC8jmUxPx68xHSGJyzSqgNs7/h/hj1LKbzOUZzUaKu5eKpeCkU9nCcDC79ZR1afM3E7esTLtyIN3thWbEUznxoF7j2fmrEV4PJ25HPY/7ma2HT2EtvYQa75vAMhYx5hR1axetzk6uSFlbGJkM6ElwOQfT7RsnxCCX0w5iEef/hBF8RIK6SiKB09HXpRw2IjGeZ5+w+mWn8cqhrmLNcV0lnyzyIy1DJl1lYpcaVdKGV3VaUdXHo8nbqJO0/ToxAbAhB1HWpbx9EO/YdJh16bsH3Y/99aKU5wlTtIuZNZVIeyuS+HoqrNkweJ17HrQ1bZ1lYqcaFeCpoWzep7nw+66Sd9zSz7Guwu+W8c+R03LyiamojvafbUj30gE1+72LArtLAHnaTdsSMKGjOZtuONM66TYsTlJPELETdRpYSMu91OqyfynLj2MPa74d3TyTzpseOu0PBDNAZ2qss5pp2I4S2L7x4HXvcS4oX1pD+ms2dQCmPpROp65R+xSk5V2D9hhGB8tWGdqt0NPmepQLFbRW+nKTLjdmcAdYPIeo1La3XMP3Z7H3l+I4vEQ0g0Ur8AjhO3+4VI4snGWREZzTtBuZHyZja6ysbvbDutrq/35oqj7YKWUdU76KebfwgohRAXwFmbC9FhagKOklJ9Z3Gb15pgqRwkAUsogYFXWL4EjY37/GtOBkom+FseStwS49Dry7SyJoOthtJiJhBuvyG6y+47rTwM64oF3vKgBfLf8h+gA3E4dPp/C2acdEC3L4xFomo5hSHw+JfqAenD6OSnbctMfzHKFEPh8ijkI0nQ8HhF9eTz7tAMYNTK1d32H7UZk9fm3RorpLAEIhcyNd07QbkSXmXT1/gtXAeakiKJ40fUwuh5GVZWowyVyjRW1NQPT94+sPvnWhfB4HeEs8Siqo7QLNnRVILvrkn+6s7MkENSy0lU6uq1dgW1d5dPuuknfc0c+x7vZ2sR0uHZ366MYzpJASMcwDL6Yu5xvF6+hsamNLY2tNLe009oWpLGpjW8XreZHR15n+2fZyh9obGqjrT1ES2uAxsY2GpvaMtYRDGrmjiUhopN2Pz94PKOqUye3f/eG4wBzMlrxmpN3ethMtB0JMxO5xoraQZX8/GBz15/q9eARAjcQoj2K7SyJsOT7LdHJYD0s0cJGdAJ32ql7ZFXH7WeYU3eq14NuGNHwQ+nq8HU4nWOx0pUWNjCkOSEdeaT/9fwDUrblxo62CwE+xRN1tmTTP1zyT9Y5faS0patCaFcI0SVdddfuFopi7zBxSYEQohx4A9gn4VQrcLSU8r8W9yiAVSao5KdCMq8Didb2FzH/1jFDcdnJGmQ1e/uVxTGXXkShnCVSSqSUlHQk3LrswqMZOzpT1Ll4xo4ewu8vOIo/P/gmJX4VXQ8TCHZKW2DGS7RTx103/ozKihLue+QdhBCoaqdZHTOqmg/+cw3+NMnB/H6VVV/dww77XUFLaxCv1xMX0/nKS47j8t8ck/bzlJf57XzsrZZiO0vA1G0wqNnWVSpypV07utplp1ref+EqDj3pNoDoZEqEGS9enXKVc4R0/cNvc4vw1kjlwBFFd5ZMOuYXfP7KQxia7ijtgjPsrkt+6Y6zBEybGwhqWekqFb3J7rp0n3yNd8NaCGkYbGmMD1UjhCAY1BhaXcWUC/6adbllJSrf1zcCEAiELK9JrKO1LUDdmk386Mjr4q4r9Sv8sKEp6f4Sv8r4cUM5YPJNaduyzciBzF+w2jJ++bDBffn4s4VJda5as4mwdBMS26EYzpIIUqbKa2NO7i5fbp0wPR1eASE9Uma6HXKddegdeSkik8l/OGE3Lpu8a9p6dhk1kHdvOI7Db3wVIDoRGOG9aZMzTujfedbeVJaq3P/GfIQo8qrkHoITnCUSCGidkeajz/MOB8bvJ+/C2KFVZMPYoVX87rhd+MurX1OietHDMmMdt79oPVWWqCs1Zqw6enAfZtw4Gb+FsyWCX/Wy8qEz2Om3z9ES0PB6BN6YJWt2+odLfsnaWUKnk6LY2vUpHsKG7JKu7Nrdb1c3ZPUZco07gnYgQogy4DVg/4RTbcAxUsqPU9w6meR8JQ3AJzaqfQa4jfjne2yIrruklHNslAOQGKh2uZRypc17XXoghXKWAHEv/5ddeDRXXtI1z/NVl05GCMGfHngDRfEmTUpEsFPHDVNP5OrfTua9j75lweK1lJX6OOnYPageZO8hVVbmZ+Wce9i4qZnX3/2KjQ0tjBwxgOOPmuROdHQTJzhLkBIhRNwEbjG1u9vOI21PBu+yUy0bFz/EvG9XMXPWIsJhg332GJdVKLhU/eOEn99tu4ytjVzazHRk6h+fv/KQo7Qbi2t3ey/ddZaAOVYoSXCaFUu7o2oGsuC/023rKl929/FnZtq+38WaQox3jSRngjkZvGVzC1s2t3SpzPiJZyvi65ASGhqaabPIeVCqmhMkkXYqXg/CMFi8eK2ttvi8HqRHohsyOj5SvILNDc1sbmhOuj6ohanq199W2VszxXSWlPgU2kPxYZYi/H7yLvzh+N26FIZVSskdL33Fn1/5Ou11sXX0PfNR+pX7uPPn+/CTPUahprDViewyaiD1j5/DvLpNfLRgHWFDsve2g+NCx2Ti+lN256oTduO9+Wu56OGPbN+3NeIEZwmYE8AlKRwOEV11hStP2A0h4M+vfI3iFSje9HWkcphAvK4WrtlMmU/hxL1GU11lnRsqkTK/yvIHz2BjUztvzFnFxuYAIwdWZNU/XPJDV5wlEezoqitko93bX/yKcUMqufiYXbqkq1zY3XzjvhE6DCFECfAycFDCqSDwALCHEGJfYHPHzyJgPqBiOjwSeVxKaZWEPQ4p5WohxEvAiRan1wJrhRBXAkZHvZuAuZk/EQD/tnldRoQQ1UC2e7Xj3jDD4TDhcLqc9cVHURRzy3va1TSFwaeqadvSsG4ZHz0xDUMLoKqdkxODR+/MgWddg6L6Sb8qKLu2SI/k0P135uarTmbMqMEYXd7zLLjiosmcdOyP+OOfX+Ldmd/EnT1gr/Fp61BVFUVRiUjJ41E44qBdOOKgXaLXZCuzfn0rOeOU+I1edspQFAUUpei6dppuw4Fm5r3zZJwuASYedTbj9zueXOkyHQ3rluFB4vX5UFU1o67s0XXtqqqKqvqy1uaO40ey4/jOVc3Z3m/VP5yi20hbnKTdQrRl0ScvZewfEZtbbO0m2tsIxbC7rm6tyZVudS3Ax/+8hYZVC+O06S+r5OBzptF/2Bgy2e5Y3ULm57k9uq7d6kF98XiUotvdZ//zP1e7CWSj23yPd0vLypF6kD4xiVf332EYN522J2OGdD9cyrIfmrjl31/y3rw1ccet6hhy7j8YP6wPH/6x+DkPDr3hFcSAbVzdJuCLPBfx8Pd3FnDLi3OTnufXnrw7vzxiB/L9l1NVH2E8cfXH6qobZpepJ+zOiXtvm1G7kTpU1ceIgX04Ye9xAFl/9h1rB7FjbedUQ7b3exQPR+w2ippB8xAOsreyQyvFRlV94PHy3BVHs+PI/nnXJpCyf1SUCcr9ydOhxdCuqvqi/dmKiK6O2G1U9Fi2f7t+fcqZctD2ccesylAU1dWuBZm+o2xpC2qcc/9HfL5sY5w2+5b7efp3h6fsH6rqY9zwfuwwor8tm5g1WWj3T69+S4nfb0tX6Uhnd40if/euw8RBCCF8wIvAYRan/cDlKW5tBeqBbRKObwbuyKIJNwHHk7yLdDhwX4p7kpcCxdMG3JVFGzJxIXBDdwpoaWmhsbExR83JD9XV1YS85fTxZfR15Z3aUbVU9B9q2ZbGDWtY9t7DDB3UD+gXPd5/+FgmHXseXlXBjOaWu7ZsO2oAD/7ll2b9bd0vc2D1UO6+/QKQkrZ2M1RBWamPyF7uVHWMrK2levBAGtuK/wCvHjwMlL5F17XTdGvoGqov3r+63T7Hsc3Eg8mlLlMR6R+jRtUyfuwQHrv3Vxl1lQ1d0a6r2xRtcZh2U9ncXLFizgc0LJjBqNr40D6J/aN2VC3jRvYrunZd3aZoSy/TbVgLMfudRygNN8ZpUy0pY/ef/JqqQSOwY7sjur3/jnNsPc+zwdVujtriEO3WjBiG6vfx1f/dnPa6sBaibUs9A6tKoKpzF4lX9VNWrjL/P3fmpC3jh1Zy73mmA7fUp0TDCiUHwcqeQUMrufvi4UgJ7R25qVLVMbK2lupBFTSJyhzU3D2qh41AVFW7uk2gdlQt1YNKefyzDfzj843UjBwVd/68w7bnpL1H50Q7maipHck2gyq59zwzOIarXefpVvq1ov9NwPx+hvYtpba2tiDafGHW8pT948G3v2XUoAoevvDgjLrqKna16xTdgqvdVOTyOwqEdG54/lvWtPvjtFlZqnLrlB9RO7Qqpf5G1tYyclAFd//mYFs2savY0W4hdNsiAnkr2w6uw8QhdCR4/wIY34Xby0l2lgBcLqXMmGxdCLEN8HvgJLIPuZmpd9xipw0uPY/GDWv48uWH0ALxswOdzpLkbdmORgjK3FwgvZrOyeD8k9g/hMcTnVDLOa52XbJgxZwPWPzpq0nHU/UPV7suhSCshZj92iM0rF0adzzeWWIf4fHkV1uudnsF0pDowVaa61vTXmdYbE0SgKEFadm4OkdtMesos1jxnEuEyH8dLoVhc2uQR95bmHQ84iwpBEu/byTYEePe1a6LHdLl3MglL8xanrZ/PPj2t0BhdOVq1yVCIKRzw3NfMm/lprjjEWdJNnlHXO3mn633kzuPX9A1Z0kq2oFLhBCXAF9KKc9Lc+2BwEU5rDvCy1iHCXPp4fQ6Z4lLr6eYzhIXF6eQrbPExaUQ5NpZ4uJiF+EReJAp421LZHQyOBaPR+BXPEDunMmBUJcDaLgUiNWrV9MWDDPzqeK/3hq6Rn2TpCIhV1OhnSVXP/0/ZPEjlLm4xJHJWeLiUgxy6SxxKQyuw8Q5qJkvyYpSIBLUe0uOy7bDR8AZUuZ8CPUA8HyW94zBdN4AUFFRQVWVs41RfX09a9Y30xQqfhetW1lHn3aibWlYt4wPHp+WnPBy9M6MPeKXtMoSCOWvLX1Lg1SVFf+lclVdHWW+kCPaUr9+HaihouvaaboN6yFUfzkTjzqbATsdTlOedBmLVf8ItTczoApHaMXVbYq2OEy7sTY3Vyz65CXmvPlE0vF0/cMpNtfVbYq29ALd6lqAmU/exvrl8+OOmzlLLkVUjcradjtFtwBLlixl44bvOe60acVuCqvXbiIsfa52Y1i9Zh27DC/nwxuSc3XMX9XAlL+8y5bWYNzxvbcbyuMXHUiZP7evbkPO/Qf9RTN9ZKZox/lnVV0dZVofR7Slft0aRFB1hG5Xr15NU+MWfL7i29y2tiAej4jLeXPtybtzzl6DoADf2/xVDZzd0T82t4YYIAY4Qi9O0a6TdFtfX4/ctKbofxMozPfz93cW8Md/f5l0PLF/OEUrTmuLq11ruvsdtQU1Lr7/Q2Ytjk/w3rfcz0O/O5ydh3hs2W4naaUQbamQxV2AWvynvYsTsFoeNRNYAfw8xflMDCEP0+ZSynrMfC22EQmhRLxeL15vYbaCdhVd19E0HSOHK9e6SkjTom3ZtHYp7z98TbKzZMwE9j/zWjxqSdcTTNlsi65rOOHr07JsS93qjUz59V9ZtNR8SB60z/bcdePPGDVyUIY7TaSUvDVjHmde+GD02NTfHMPF5x2Brusg9KLr2mm6DWshJh13Advud0JedRkhVf/QdN2xuk2nK7vhZtragtx6zys89MT7AAzsX8E9t5zFEQfvnGR/Y3GKbiNtcZJ2c92WBTNfYPbrjyYdn3TML9L2D6fYXE3T+Grect6bOS+jrmLJh92tKPczvKavq9sEuqJbPRRgxuM3sn7ZvLjj/rJKDjh7Gn2Hje2S7XaKbgFCwRD164M0NsRHlA4bBu2hzp0LPsWDL6sdC5KQbhDSzb+QEFCievF6UkfWDWphqvr1d7UbQ1QrCUqbV7eJU+98m80JzpJ9xw/lyYsOoMzvhRyPLDQtZNmWYqBpIT5f8gM7X/I0fzl3P47YZYR9u7uhmTPueY/Fa7cAcOCOw7jzrL0ZVW0vcb2Ukrfmrubn95pjiqa2EHv8qMYRutU0jYpylZEjBhS7KcydvwpdN9A6ZnOmnboHFxwxnlzr0orE/hEKOUu7Vm1J1BXA5T/ZlYuO2sm287MtqHHbi1/xt3fMUE4DK0tS9g9d1xC6c8a40uHfT6544K1vmPbcF0nHrfqHE23u0HMeTaurVOTS7jrJ5vYW7bYFNc66+33+uyjeWdKv3M8zvz2ECSP7Ytd2O0236dqSC7sbChVgxWsaXIeJC8DhCb+vASZLKZuEEPdh5jc5ASjLosxtgYuBP+WmiS7FJp2z5JBzpqH4SlLc2XuZM6+O5pZ2KitK0153+Q3/4olnP4o79uGnC9n98Ov4+an786ebpqS9v7mlnW0m/S7p+J1/fZ07//o6w4f0o6Jv1s3v9ZRVDWKHA08qSF3p+se672YXpA3ZkklXbzwzlT0njklbxudzlnH06fHJbjc2tDDlggcAWDH7Lxn7h0t+SecsKVT/yAWabmSlq3zZ3XXfb2Z4TZaN3woIayFaGn7gP9PPt3W9NAyaN61FD8avHBMeLyV9BvDR03d0uS16MEDdmk386MjrulxGrhBCsMvIfnx2xykANLeHGHPh04CHUotV6q9dfTR7jhuctszPl6zn2FvfwJcijNSyB6ZQWZocGnW/a/6DGOCGIsnEvLpNnJLCWfL0bw/N+c4SJ7OxOcCZ97wHpNZVLFOfnMU/PlgUd2zmt+vY8w8vcNZB23HXz/dJe39n/3AuDQ0ttDa3F7sZ6HoYj8ecTJ126h5c+OOdClJvqv7hZFLp6q6X53LXy3OzsruxZNs/XPJLOmdJofpHLnDtbu+iLagxJYWz5PmpRzKhtvgO+HyQK7v745tfy1cTbeE6TJzDo8AXUsqZ6S4SQgwAPgQSrf5G4BbgLwnHw8DJacobh+kMieVXUsomACnlHOAMIYQP2AMzz8pAwAs0ADuSOv/JWbgOk16BHgoU3VmihwKENecNzreZ9Ds2LHow5QqQG+98MTppp+thIlHqPB4PXq+Hfzz3MUOqq5h60bGW90sp4ybtYsvwej14PB4WfreWPfZ0Y7wnUlLZvyD1ZHImPnXVcQVpRzbY0dXRp9/Jl+/enHI1/tLlP0SdJYZhYBgyWoaqmsOLTP3DJb/0FmcJQGyEz2LaXTdUe2qMQBPBTXYmEiXtAY1wOH5FmrlLQiHc/D3JWSOyQdLQ0EybQyY1I0gp414e9bBEdijK6xF4hODYW9/g8ztOSrkqdOn3jdFJO0NKDINoGarX3F0y5sKnWf/Y2a7d7QKus6QTKSVa2LCtq5ue/zI6aRerbY8QeD2CJz9czJC+ZVz+k11T1mfVP4q/hraTcePGITct55NbkkO4FZq+Zz5Ke0h3hLPE63GurXHt7tZBb3CWSEDrGBcV0+46yeb2dLZWZ0mu7W4xcR0mDkFKuRkzDFZKhBD9gHdJdpY0AIdJKb8WQpwDTIg55wWOAv6Zoth7gNjZ7qf+n70zj5OjqPv/u+bce3NuSEh2F0hCwhGugAQUkVtAEAXxeUAEHh4UBAUf8QAU8Cd44IGCiKhciopcAoLcIFe4CQHCkYRkc2fJbrL3zvRRvz96Z3aOnpme2enp3t16v155wVZ3V9XMfOrb36pvHVLKLGVKKePA80P/Uut0ep4qLxBCzJJSrs1zj2IU0LNlHeFI+mzeSgdLnrz5cqTpz1f4I08t5ahD9shKj8d1rv3jowBomj40EG3NCJVSEo/rRCIhfnrtv7jgK0clB5lTefSpt9LyS9032RrE8+d3Ml4YrSuvnOgqGAxw4pm/5tXHf2Sbx1En/wwAwzCRUhJKme2cmmeu9iGl9MFGQmOXsRQsAWumvhNduW136fd2abifmTixlpYCW9WYpmTl6nZAIxgc3j4qFAwwZ8dpVJdhhu6St9awR/OE5KoOL5nwpT8lBzoefXNdMj2um2lbcOmGRApJMCD4ws8f5eWf2c91OvrKBwEwTImUEAqKZB7DecIjS9Zy1F7NLn2qsYkKlqQjhCAcDDjSVVwzuO4hy25qhjk0IGI9I+WwNn/2zzf4xjG7E7ZZHZWrfeTeZE6x/aQaz4MlB86bzlNvr8vxlPcouzv2GQvBErAUlQiUeGl3lc0tD+M1WALltbtm2Y/ELg4VMBklCCEasYIle2Vc2gYcIaV8c+jvf5MeMAHIt/5+Rsbf+wshlhRRtUJTuJ8UQvQBr0opzyoiX4WPkGb6XE8vgiWZe5z7gcSM41PP+R1b3r8h6/oTz76TvC8QsGbtJxBCEAwGrEFjIfjnv1/jpOM+lpXHNy65DbAG/jIPmQyFgmiaXrbPoyiO0RosAWe6CgYDrF67BV030oIhYAVVtnVbW+mYppk16ByJhJLP5Wof27r7mTilnJ9KkWCsBUsSONGV23bXT5NHly9fTu+g4XgbLDeRpulgVYdkIG5gmOmdHyEgGAqwenVRR9TlJHVVh5+48KbnAGtgIzEQkiAUFNaAB4LVH/WgGyahYPo9umEmDyA3pUwOrCSIhALohiQUFJz2mydov/kMFz/N2MIfwRJ/rl9zoqsn3l4PWIN0AWHNHk0ghDWjVErr/+97ZTUnLsre7jNf+1DYM62xMlueFmofM866rSL1KAVld8c2YyVYkomyu6Ob8RwsgXLb3crUORcqYDIKEEI0AI8C+2Rc6gaOlFKmbpC/xiaL7YoobnaR1XOa37Yy56vwCBUscc4771nRdV03kgPKT95zMcFggE8e/yOCwQCaphMOh1izrsM2jy2dvVlpH733O4479RcsfnWFe5VX5GU0B0ugOF319A4ycUJtWlq3zaDovnvuwEN//zZT550DpG+hZMfAQJyJxVZcUZCxGCwZjMUxTZOu7v5ksAOwPaNi0+aurPvmz5kOAt79wOq4JK5967Lb+flvs/fGXTk0cG/dZ60o2XtBCx+s3IRhSpYvX+7K5yyWnp4edF1j2/our6sCSPZsmZxzVUclO4+pqzr8xJaeway0zTedzvE/+TcvfrA5Lb1nQGNiXTQtrdtmddPCnZp48JKjmXbmLUBimxj/fXY/0x/TPQ+W9Mc0BuL+CvTtvcNkVm62fJxCulq2thMA3Rzewuvxy48jGBB86gf3EQyI5PZea7Zk+x+Qu31MPePmEX4SxUjwRzCxdJTdHbuMtWBJbTTE5ptOd6wrt+zuwtlNI/sg45zxHiwBd+yuV6iAic8RQtQDjwD7ZVzqwQqWvJyRbncwu/ebOCvGBKMpWBKLafT1x6irrcqaIVwpaoa2FgkEhmc0H/K5q5LXTdNMzn6eMqkub16pgz9Hf/FnvLJklQs1VjjB7WBJJbXrRFfVVdmd4ZqUbXMSebyyZBXHner82KqAj/e8Hq14HSxxTbvSmkE3fOaFFYx7993sbUA03ci67+331ttm2t7exdaOnqwr6WdrWHm8/ubqrJURXlNfX0/X1k6iYfvDvytJn5F7e8jR0HmMaQZ9gxp1VWEiLn+fImUA5JgrH+LVldkra6oj2XWoiQ63qUQer65s5/if/NuFWo4fVmzqpjbjPVfpYMkp1zxRsn1xS7sfbOwiGHA24zihzYAYntF82OX3J6+bUiZnP0+pz+8jZbaP3gGt2KoryoTbwRJldxWl4nWwxA3t9sX0onTllt19d91WdvHeLRuVKH83nfLYXW9RARMfI4SoAx4G9s+41At8Wkr5os1jditENtqkKRRF4Y9gSX6TGYtp3P2vV/j6xdlLw3/5w1M4+bP7Ex2pcz9URm/fYHL/9W/nODj4xM/sxw9+ejfBYCB7H3xA181k2jGHZ+62Z/HV0w/lhlueIBAQya1oEoPaqTOoFZXBrWBJpbSb2KqmGF1VVWWfKZCaJqVMPpNYnaLrRsH2MblAkFBRHF4FSyqh3aqqMAMDcWqjYQIBq3N40Wf35KLjs+1me9cAu13wdyB9D+gEqWnLfv1FpjRkb2ny/b+9zO8ffSd5uKu1X7lFV3+cOXPmjOjzlAu/HUBs9z7yc+cxphnc8+KHfGNo64BUfnH6AXzhgNllCEYND4J/5Yhd+f2j7xAIkNxqI9F5lDK9Y1llE3BMTZNIpBQIQXK2nm7I5OHLF312zxHWe/ygZwQqvAiWZLaPQlRCu72DOo01EUe6+vz+O3HZ318hGBC2dlc3ZDLt6L3tz3jI1z4UlcetYEll7O4wyu6OPbwKllRCu8Xoyi272zeogtSloPzdYcprd71FbVTnU4QQtcBDwAEZl/qAo6WUz9s8EwKOt8ku+40yhJRyTymlKPUfkG+jzgGgdujegwt9ZoV/CUVrPA+WRGvqCUWiOZ6Ctes72H7B+baDdgDf/MHtbL/gfNaut9/6ygm5yjjvfw63vb9paiM7tkwFIBy2zoVI/RceejHV1UaZMrneNo+Lv3EcYK1SEUIkn9V1w/ZsCYV7uBUsqaR2B2OWE+xUV7++8ks587z1uq8AEA6HMAwzTdtCiOTqqVztIxxSczbKhVfBkkppt7cvNhSUIzlb7ms5OsVNjdXsOK0BsA7P1Awz7V9i24K6qrBtsATge5+zAjEBYQ2MJJ7VDem54z6a8HPnce2WXmadfZtt5xHg/255gVln38baHNtYOC2jd3D4nLF8utJNMxmYu+bMA3PmefN5hwCWtg1TpmnbSftQ5Gc0BEsqod3ERAinunLT7iqbW3ncCpZUSrupKLs7tvAqWFIp7RajK7fsbu71wopcjHd/N5Ny2t2QxztSqNEKHyKEqAH+BXwi41IcuA34hBBiN2Ar8B7wlpTSAI4j+7ySTsC+dRRXp9nAnsAsoBYrGLKB7EPjU3lMStk/0rIV3lM/eXvPgyWH/u+VPPDLc2yfa/+oi70OuQSwnI143BqgSLjMASEIh4MIIdjrkEt49/mfMXVKQ1F1yywjwb//fhE1NbkDOU//81Ka9/oGQoisg7ETLHvuZzmfr6mJ8tDfLuLo/7qaYDCQnLWfypQiP4uieNwKllRauwmc6OrUkw7klBNzOzLHHL4Xp5x4ALff9ULOwF2h9qHIxtDi9HZucnyQ92BPJ/1dH2Wl1zRO5f2XHub9lx4eUV1yze2ptHaFEMnZdg9eckzeAZsnrziO1q/+BSHIOqA1wdvXnJzz+ZpomH9dfDTHXvUQwYAgmDITSs00coafO4/tXQPsc9GdgDXTLT608i5Nu8EAQsA+F93JO9d8kalFHq6cWkaCfLpKrKA99aC5/Pcn5ubM95h9WjjlE3O4/dnlQx3O7I5kofahsGc0BEsqpd2+mE4wINLsp1d2V62jrixuBUsqqd1UlN0dO3gVLKmEdhMr9TNtpxd2V/m5xTHe/V07yml3b336/RHXZySogInPEEJUAY+RvbIEIALYjRj3CSGeARbYXLtZSqnbpDupS/VQeV8FStl/4g+llJsPIUQTMLXIx3ZK/cMwDAzDXwcrZhIKhQiHQwR8MK8qEg4TiUZcr4uuDfLsn6+kc827hMPDjkG0pp5PnXE5k2bsRCQcJhQKk/nzHfK5nxAOhzFNk1hcp64u+yifgcE40UiQQCDAWRf+iXtuubCo+mWWEYlE2H3+TPZesFNWfVKJRqOsWXItX7/kzzz46Btp1874r4O49JufJRrJ/kyp7LPHTrzw0BUcf9ov2daVHoP84zX/y89+8wCEQp7r2m+6LVddOjes5JlbLsfUBtO0OW3H3fnkaZcQCkfJt2A0l26h8tqNRCLJuhTS1VGfWpBXlwC//OFp7LvnbC664m9p6S0zp/DX33+NlplTcuYRCoV8odtEXfyi3XAoRMAYoP+jwucUSSkxTZm1WicQEJiDXfQPjuww8HAoSCjovXYjkQjBgGD2jEn85RuH0dJUTz7VRKNRVt94Ohfc9BwPvtaWdu30T83jkhP3IRoO5s1jnznTee7HJ3HCT//NtpSBo0jE0otfdCtDYQwfdG/D4SHbQoD+mMYZ1z3Dyyu3pNnMCbVRbr/wcHZtnpT3uy9nXew47IcPWtqVkpgmqavJHowYiJtEQ4KAEPzv75/j7m8fWVQdEmVEIjKtLrl0BXDjOQdz1F7NBb+bn595EAvnTufbty1OS2+ZWp+3fYRCYYSPtOsHmxsJh5HC5KDdmrn5vIOJRsOuahPI2T6iUZlXt1A57SZsbjgcLqir4fq7Y3eVzbWnkJ0rhbfWdHLKNU/SGzfTtLlo5+l524eTulRSu5l18cLu+s3ejnbd3vjoMq68Z0maLgEuPXEhZx+xS0l222ldKqFdnQCRSDD5+by0u8rm2mOnFy/83WLakNvazVeXctnd7SbXc8lfFhe40z1UwMQnDAUnvgN8E7Dfmyc3tcCnbdK3Aj8tsT4HArcDLaU8DzwnpfxXic/m41zgspFk0NvbS1fXyAaR3KapqYl4sJaGSEmxrrLS0tpC3aTprtbF0OK89ugfqTa6aG0Z3mMzXFXDwuO/SuPUmYBOS2sLTdMm09U/bJS3beujpm4SNXWTiGtG2uFVe+3eyhtvrU7+HYvrRCMhNm7RWbNxkMbG7AE+O+zK6O4ZYOasGWl1yU2Un11xFj+7XNI/EAeGDs0WgkEdBh18tVOapvP8w1djGCb9/XGi0SCRiPXSa5r2GoQmeK7rsajbro/WsfLxPzB96kRgYjJ90vaz2efYswiGQ0D+Mux0C95od+KkOE3ThnWbT1ddDtcHHn3Uxzn6qI8Tj2vEYgY1NZHkipV8eTRNm+EL3YK/tLvDjjsQRBIusN2eYZjEbQ7ajuRYMVQKg3Gdpu2me67dxgkDzN++kT9+zVqe3e0kgwj89KvH8hMJA0OrX6ojIYSAGNa/QkydXs9z15yFYUj6YzrRcIDz//QcorHJN7qVUY1uUazbWH6aW1pomlpHu1bNZXe+w7qBKLOaW5PX66vDXHXKx2iZ3ujs9ytDXey+l629MWombkfNRIgbBpFginZ3mMIbq7Yk/47pBtFQkE1xWNMfYUKts9VyqWU0DsRpmjEhrS52ukq0IaffzdGf2JujP7E3cc0gppnUREMEh7Y4yJVH04yZvtKuH2xuS2sLNQGTa79+FHok5Lo2B+N6zvbR0TtI09T6nO25ktptrZrE3OkN/PHcQwrqKg0X7O7/3fo8gQn+0a3fbG656rJiYxcX3/k+9ZOnU58yIXpB62SuOHlh3vZRqC6V1m6mzYXK212/2dvRrNu7F3/IrS9vSbOZAGcdNp/PL9qxZLvtpC6V0m5LSyvztm/kmjM+4eh9nkaZ7e5XbvgPoUlKu5lk6iXf+9xNf9dpG6qEdptbmvP6LeWwuwftMx9UwESBtbXViAIBNnxLSpm9T0cBhBCfA/4OlLqu1AS+UuKzinGGocV57V9/pHP9irT09GBJbp589h0ATHP4cLR5s6fzqx99CREQICXf/uHfWPrOWsKhIKYpCQQE9z/yGl/6Quaud87LSJzPUBRCjHh7omAwQH29+9ujKaxgyav33YA2mD7qPxwsyT4MvRi80q4d5dBVJBJOBlsUpRMIhZkztZo/fu1TOe+5e/GH/PHxd8n8xRKdx3Jx0KX/ZNNH3fzPN25MS9+6rY/e5Gwhazuu6qowzTMn076li+2nT2Td+k76hgLEmmbNIfryeb9j8iRnnZ70MkpHCKiJjszdDQYF9TazshTpSCm57I5XWbo6/cyaROdx9vTGitTDsAkkJnjq7fUAmFISFNZ7fOftJ/DL0w8kELC2LPjOnxfzVlsn4WAAU0oCQvDAK2186eDcWwfkKiMf5dBVJBxMC1gqimf7STW2h46Wm8G4nrd9fPX3z+R9vpLaBQgGAslBu2Ipp90VQm3K5TYrNnZx8e0v0TOQfthzIlgy0vZRae3mQ9nd0UXC382k3P5uLiqpXcHItFkuu1uq3R9PFHqfV8rfzUcltGsYzlYJj+Z+lPdrmxQJjs1zLY51FslGYC3QBqwDOsg/tfkKIcQSIcQfnVZCCHEA9sESE7gf+DbwX8DXgayD54cIADs7LVMxfhlpsARg5ep2AHTDTM6qvui8Y60BZwAh+PpZ1tLCQECgDw2kbNrsfNaEXRnRCnSuFd7hdrAEvNOuYnRT6c5jT1c/q1e3p/3bsqUH0zSH/knrv7qedo+maSn3WP86O/uy8sr1L7UMxehgfWe/553Huxd/aLvyKsGHm6w5bbppJoPIFx2/J4k5EELA+UfvDlh7O+tD+tu8zfmRfKllKPxPJQbkyzG4UkntKsYPbgdLQGlXURpeB0tAaVeRzWgIlkBltGt6v5O166gRP/+QL+QWASaVkOfMoX/bnNwshKgF/mZTl/eBE6SU76bcexywf57sbhZCLJZSbiqqxoW5Hriz4F3p7ATcl/ijrq6OxkZ/GLJctLe3s25zD91x75to2+o2GgYoe110bZD/3PZjNn/4Vlq6dWbJNxCNrXTHs+syoTpGY83wIETXto9Yu3YNgzGNqqFD0SKh9Hu2hOOsXbsGIHlfd9e0tHvyYVdGLKZRE407zsNN2jdvgHDcc12PFd12bljJUzdfnn3A+467M/uIs+mTVVYYu4i6ZOoWvNHu1m19TG5E6TaDF154gd5Bg7a1X/e6Kmxdv4JGrZEG2ZN17cZHl/Gju17NSr/0xIWcsf9UsHlmJGxav455Mxp4+rIT0tK/8afnuPelDxnUTKrClud97w+PZ/Z2w7/lyk3dfOoH/wRI3ve5j+3INf/zcUdlp5YxENeZLCbbfieVpn3DOkQs7Avdtre3IzvW+eJ7WdPWxqCm01CdvofzDRcezu7bBcquTTsS7WNrXzynXrq2bGTtmtVp2g3Ht9Igh21ildbN2jWrgWHtdk8P0CB3ysrPjtQylHbt8YvNzWdvy0V/TOP8655m8fvpB8Jmto81bW3UaA0561JJ7eZrQ5XGT7r1m83NpxcnvLWmk9N/9VjW/vKLdp7OL06aS014IN8RfY7rMh61q3Rrj1PdVsLfdVKXSml39erVvtAtKO3mYk1bG1Xxes7/zf0F3+du18NJG6qEdtvaVtMoJ7r6+9RJ5wEcN/B+VEvhJy4GmjPSVgAHSCk7EwlCiEOAO4B8a1EbgZ8Ap5ezglLKdqC9mGcyZ44Fg0GCwXxV9x5d19E0HRPvl0TGNa3sddHjgzx58xVsXrk0LT1aU89Bp1/OhBmzsRvOjWsauq6R+vPN2n4imqaBNBkcjBEMBvj25X/hn7d9EyEEpmnytW/fhKZp6LqBEAJN09ht3gycysCujJ7e/qy6eIWu6yB0z3U9FnTbsX4FT/zhkuxgyU4L+MSXLiUQrrLVZj4G+vtYuXoTBxz9/bT0jZu2saWjCyT09gACFh35febsNC15z/srNtLXH0dKiUDQ2wsPPfYary5Z7qjszDIM00TX40q3GXR2dqLrGv3dWwrf7DKGYaJrNQQzlHb9w29z+R2vZN1/+cn7cs4R86BoZRZG0+KWncvIe+akKssmmpLBGAQDgu/c8hz3fueoIbsrOe/Gpyy7a0iEAE0T7DqzMSuvXKSWEY/b18MLdF1D6P7Qra7rSJ98L5oWJx7X0YZ6FhNro/ztgkNY0DwBN7SZSWr7yKcXpV1/aNcvNjeXvS0X/TGN0655guffSx9csWsfuextgkpqV+k2V138ZXNH8hstbevg5KsfYWtGsOTAedO57byDqIkGcWq7lXazUbq1x4luK+XvOqlLpbTrF92C0m4uNC3O++s6Wb5ha1p6pf3d/oEBdL264HdSCe2O9D3khIDHv70KmPgHN0NnBTeME0JMAM7LSDaBMzKCJQdgrdZwstn9qUKIH0opPyyirooxjhUsudw2WHLo/17J5O1nF5XfWacczC+uf4hgMMDAYJzqYITnX17O1Hnn8MlF8/jP4veGyzbM5Ez+k4772IjKsNsjXdcNunsGqKmOUFVV2pZNg4Nx+gfiNNRXEypw6LOivOQLlhxyxuWEIqWf8bG1s4f+noG0NClllo62dffzyhurCAUEetY6V+vvLR910bHF2fJtuzJKQUpJT69V//q66pK2MClH+3CL+vp6urZ2EvXBntR9Nr9Xvs7juUftVolqpfE/h8znl/e/STAgGIgbVEeCvPD+JqadeQsH7TKDZ5ZtSN6rmyZVQ9/riUVsoZBaRj50w6S7P05NNFTy1iGDcZ3+mE5DTYSQ2rpuxEysjXLnRUeyoGVy4ZvLQK72YYcX2pUFzjLJhZQyuU1OfXVpZzmktg8/4Reba2dvy0V/TOOUHMGSUtpHJbVbCGV3RzdL2zo4KUew5PYLDqUmWt695iutXd0w0Q2zJF2Vy+7qhlnyYbDjmfHq717615cL3qfsrvf0DGo01gz3Yb3wd2O6M7+lEtoND2lopLoqh911C395z+MYKeX1WNtN5UUIMRl4Gsh8Y2wBDgb+CizIuHaDgyqcAjRkpD0opXwupex9gX8DdRn3vQwcDvwv8POU9OBQ2vcclK8YB5Q7WAIwdUoDH9t7J156fSXRSMgKaAwNxqYGSwYG48lzR6ZMqmPKZGcHD+cqI5VVbe187vRrWLuhMy39mh+dyqknOdt+5sHH3uDL5/0+LW1CQw0P3/FtZu+4neO6KiwMLU5v5ybu/dn/Orpfjw/Ss2Ud0jTS0kPRGnq3fsQD15w/ovrs0TKJF396Ulb6sVc9yMvL2zGlJKaZVEeyB48G4gbRcICAEEypr2LZb/6rqLJTy9jWF+f1N9vY8+DvEnXQIZamZN3GrXzUkR5EmthYQ+usKcPnreQhFtNZvmoz8Xj6kVu1NVEi0a05nqosc+bMQXZ8yHNXnlD4ZpeZ8KU/pTmKfus8AkxtrGa/OU28vLydaDiQdMSBNAc8oV2AKfVVTGmoLqkMO1Zt7ubEqx9hbUdvWvqvzjiQUw5ydljhg6+1ccZ1T6alTaiN8tAlx/hmD+LRhp+DJeCNdt9Y3cnc8/7qWFcxzeCyO17hpifS927/zMJWrj/7IEdBBrv20d0fZ9/Jldn3vRB+sbmZ9rZclDtYApXV7sNvrLW9ruzu6KfSwRKovHaXrtnKjLNuLUpX5ba73f1x9m0qvl87nhnP/m6+yUHK7voT5e9aO/m8vqqD5q/8OZlWabvrNipgMooQQkwEHiM7WNIJHCalfEcI8W+yAyZOekdftElLBlqEEHsBj5AdVHkdOFJK2S2EuBW4EoimXP8vVMBEgTvBkgQ3/+Zsdvn4dwgEAlRFw8TjOubQjM6E+1EVHY5WP/vAD0ZcxsCAFTR5+fWVHP1fV9s+c8Glf+HVN1dxzY++lDfvb1xyG7ff9UJW+rbufvb/9OX8++8Xse9eufeSNE0TP8wRWb58Ob2DhuMghZtI00Af6GLbegcHpEtrq6pMBGDG++na6Gz7q9x1yT0T5KavHcJuF/ydgBBUhYPEdTNbu+EgifGc//y/zxZdfmoZAIYpWbpsHdWRUIHZ+5LeQd32ypbOXrZ09lJXFUqpaTaGKRmI2+fR3TPAlGit048xLvFj5zFBJbWbycvLN3PsVQ/ZPnPhzc/z2sqP+OUZB+bN+8KbnuP2Z7Pb9ra+GAdcfA8PXnIM+85uKrrO45lQQPii8xgN5X8jeqFdp7rqj2m0fvUvttceeHU1D7y6mtU3nJp3UDNf+1C4jxvBkgSV0u6Ms27NSld2d/TjRbAkgRfaVXZ39DDe/d2qHAPDyu76E78HSxJUQruZlNvueo0KmIwShBCNWMGSvTIubQOOkFIm1k+vsXk87/T0obwXZST3YAVIEELsATwOTMy4503gcCnlNgAp5RYhxNPAkSn3tAgh5qceGK8Yf7gZLAFomtrIG09eyV6HXIIQgkieZapvPHklU6dkxv2KLwNg9dotHHjMFdYNEmTGyYhCCH77p8d4+IklNDbU2Obb0dlL27oOK4uMbTsEAgQccPQV7LlbM4Ecg9uvvbmaSZMcBAYqgDHYTaxjoPCNFUAgqQrnf82Z0n5APxgQQ7MwRj7zNN+WH02N1bx29Unsc9GdCAGRPAN9r119ElMbnc/6sCsDrM+WWE6crwO4w1f/QiSkIaW1VDeVUCCAELDjtAZe/MnnbZ9POELVkSCGKZMOGlja7o9pzJkzp+jPM17wQ+fRzLOVUCW1u8M5ww51f0xLdh7tdBUKCv7yzAcctsdMjt67xTbf25/5INl51AwTgUja74AQBAOCY658sOAAiSKd2ds1eN55vPzkfbn49pfyPltp7UopMUzpSFe7fuMOgLx295DL7s9rd3O1j9I2BlMUg5vBEqicdmsztnBTdnf042WwBCqr3YG4jmaYjnXlht31/sSF0YMf/N18VEK7disdld31J6MlWAKV0a6UEt2QRevKqd3909c+VXSdyokKmIwChBANwKPAPhmXurFWd7yWkmY3Klto9HIR2Qe4vyilNIQQu2EFSyZlXH8La1VLZ0b6s6QHTAA+AaiAyTjF7WBJglnbT2b90mv5x30vceH3s6PV1/3ky5xw9EJH2xA5KePL591AR0cPWcdMpGFd/GDlZuqq7MvtHdQKPg/w1jtriNicaSKlxMxfiYoyaWItzTMr40DkY8lba9ijeYLtNlgJKtV5LLTlx6wpday98TTufGEl37zl+azr1571CT673w4jWpaaKGPyl28iblizSwJC8JN73+CHX9wv6/4t3QP0xSxtaoaZ5WDFdSvtw83dtHcN0GTjYF370NuANegu5fA+p2A5R6ozmZvNXQOedx6XtnXkXB2UoFLatVYyDeVZQFeaYRIOBjj92idpv/kM2zwvvNmqq27IpFOeCI7qhizYPhT2VOqcjEKDK4UCJlBZ7Q7EDcvmeWx3Fe7idrAkQSW0m+mzKLs7uvE6WJKgUtoVQhAOBhzpyi27qyyvM/weLElQCe1m5ansru/wy0rqYnBbu0JYwbtidFWM3e3sGSypXuVCBUx8jhCiHmulR6bSerCCJZknRNmNPm+0SUslMxADsFgIsSvwJDAl49o7wKFSyi02z2XvK2Sfv2IcUKlgSTLfaJgvfeHjfOkLHyce1+ntG6SutirvipNSy/jad25hYCDGpNpI0mEB2H/uNF78YDMw5JwErZfHmt9/KeuAtsG4ntzzMTWPhTs18erK9qw87JyhW596j6/c8B/fzNTv7Oylr8f7FSa6buS97pfOY4JoOMipn5zLqZ+cS1wz6B3UqKsKEymj4x0NBwkFA2iGiWlCIAg3PPKOrSPz4GttgDWjKaG/VMLBQHLG9D0vfshXj9w1655f3L8kmUdm+xCiHGt3xi7rO/vTDhWEygdLTrr6EZycVV0J7aaqpbCuhu8djOu2djeBRCYHBhN2NxQU6IbM2z4U3lHOwZVKateJrly3u+X6SIosKhUsSVAZ7Q6j7O7oZTz6u4kVUl7a3bpqNVu/EKMlWJJA2V2FH1ZSF9p21o5KaLcYXRVjdx9fuq5sdSwFFTDxMUKIOuBhYP+MS73Ap6WUL2bcHwKOt8mqUFhynk1aP/AEMDUj/T2sYMlHOfJaaZO2c4HyFWMQN4IlhhanbV0HHzvy++WqZsnEYvYrQ+777qc55sqHeHVl+9DSROslMBA3shyZ/lj27O39507jvu9+mmln3gKQlocdWzyOuqfil0NcIf+qDr91HjOJhINMcvmQM6e6MqUkHLAcs6d+eDyGKTns8vsRAkxTEkTQX2AVQirp7UPhFC+CJZntwwmV0K4dlba7Cm9wc3BlPNjdJ9/yttM5Vql0sCQTZXcVuRiv/u7OMxpZubkH8M7uzts+cydzRSp+CJbk23a2EMrujk/8sJLaySrqfLih3VLHr5zY3QEt/yRYt1EBE58ihKgFHgIOyLjUBxwtpcxeTwXHkX1eSSfwXIHiWm3Svk32NlzvA5+SUm7Ok9d6wCB9iy8nh84rUvDT4dmGFs86W6MQbq4s2drZQ79PVjAkzhRJneGReFFkUm8z06ghYwY5wIsfbLbNY0p9lW2+zVPqHNRWkcDvncdKU0hXocDwDI9P/eC+5HXDtJZ2A8yfmb9T6KR9KHIzWoIllcZLu6uoPH4YXCkXyu6OHbwOllQaZXdHD+PZ3319VUfWKt1K291XV7Sz72Q1BGLHaNl21i8ouzu+KMe2s5Wm1PErJ3Z3x2nFnz1cTlTAxIcIIWqAf2Gd/ZFKP3CMlPJZm2eqgB/bZHezlLLQ28DuUPjMYMla4HrgC0PbhA1gHTi/DnhNStkBMHTuyUZgZsqz0wqU7xghRBPZq14KsVPqH4ZhYBjeRioLEQ6HCfb3YXZ7PxswHAoS7+3kX786x9H90jTp7diAHk8PaohAkEh1LYv/8YuS6xKJRNirpZH//OhzJedRLrY781amT6yioydGOAxxXRIJDTs0uiGJBq0DtifURhHBEJmqE8EAO06fyNotvQSC1v6kqcsS47qkpsr6+5qzPolhsyPusfvuRCTyLKFQyHNdh0IhZChsW89KEw5HCGXU5a01nZxyzZP0xk3C4WHHctHO07n5vIOJRsNZv5FbdfGKcDiCLgU1VZYTnU9XF9xiLWKM69Zy2cSCHXPoAJLwkFY/tfss2zxu/cYRnHX9U7nbRwRf6Bb8p12DAOFwmEtPXMjZR+ziii4zsWsfkYj0hXZT21BBXblsd0OhMELpNgs37dyNjy7jynuWpNltIGf78JvNNQggRcjR+9xNuxtWNjeLkWilP6ZxxnXP8PLKLWnanFAb5fYLD2fX5klF2W6/6Ta1Ll7aXWVz7cmnl0r7u37TbsKHctqPcsPuRpS9tSUcjvBRr05DtbP3uRsk2offdJtZF6/srrK59lRCL078Xb/pVh+ytwnKbXf3m2M3VF05VMDEZwwFPu4DDs64pAGvAbcJIZptHr0GmJuRthX4qYNiM4MjdswCfp3rohDifeA24CasLcNSiQgh6qSUmemlcC5w2Ugy6O3tpaurqwxVcY9Zs2YRaN6OaVMbva4K7y3fSCAgiEScrTKJxQwat0uPaQkB0UgYERAwgo14GptnMW1GI92ivuQ8ykVzSwutU+uo6exPpummdYy1QBAIDM8I+cM5B9Mtam3zuemiEznzt08D1vJFY+gAd4EgGBh2ahYumE+33crGCCxcMI+pTU2e67qpqQkZ1Xzz+zRNrUvWZcXGLi6+833qJ0+nPmXC54LWyVxx8kL0SIjuCtXFS5pbWojpBnVDMwvz6ep7XzqCv/znA8ByXhJL11O1edIBOzEQnoDdmq+P7bkLs5pXJf/ObB/9MZ0mH+gW/KfdmG5wwTEL+PyiHV3TZSq52sfEmEbTdO9tbmobKqQrt+1u04yZiEal20zcsnN3L/6QW1/ewqzm1rT0sw6bn7N9+Nnmgnd2d6KmbG4mpWplMK5z2Z3vsG4gmqbN+uowV53yMVqmNxZtu/2m29S6eGl3lc21J5devPB3/abdmKZTHQk77ke5YXcnaoaytzbYvRPzvc/LTWr7aK2ZTNOMCb75XjLbkFd2V9lce9y2c079Xd/ZW92gamiLr2LGr5za3VjY28+pAiY+QggRAR4le2UJQDhHeoILbNK+leeskVTsLWxx7AxcCXwPa+VJJjVkB1IUeejuGmDAB9uiSClpaKhhuwLBGykl6zduJQYEAikzw4KCmTMmES3D0u/lKzeNOI9yc/e3j+TzP3sEILl0MJVfnH4AM6fkbmLTJ9Xyi9MX8X+3LEYgCAWy3yp3f/tIchzHAcCUhuriKz6OWLGxi4tvf4megfRzZxKdx8w9X8cLhXR1ykFz6OwZ5KHX1xAQgkDGzcfs08KZh9odgWUhROH2obCnqaGKzy+qzFYO+drHayvbK1KHYnCiq0rYXYX73L34Q/74+LtZ6YnO42jES7ur5FweBuM6l93xKktXd6SlJ4Ils6d7P9mp3Ci7OzpQ/u4QIn3Qzgu7KyqyVmL0U8n3ea724VeU3R0/jHZ/106b5bK77611MpztHuPkrel/hg5s/wf5gyLFcLeU8iaH95ZzE9O6oX+ZZG+iqMjJrFmzkF3r+f1XP+l1VTjo0n/S09XPYN7gjSSmm5hm+uoRISAggmzcuLUsdTEMsyz5lJOaaIiHLj2Gl5a38+t/vcm2vjgAJ+y/A6d9cq6jzskusyZx73eO5K4XP+T2/yxPpl/2hYV8bO405cSMAH90Hv11vPnMSTX89cIjHOnq/GN258RFO/Lbh9/htZWWw9LSVM/lX1jIdhNrCj6fr328ssJ/g/F+YWJttCLlFGofx17174rUo1iU3R37jPbOYybF6MotuzupTu1RPlLGY7AkgbK7/sYf/q6/8NLu9sVGx6C8l6hgSWGU3R37jHZ/d0pdlEFteIyukna3Eoy/N6d/ORk4vkx5xYC5QoglQ3+/KqU8K8/9TszkINAz9F8DCGAFQXIFSEopwwnXA3cW+cxOWNucAVBXV0djo787NO3t7ciOdTTIHq+rwqb165g3o4GnLzvB9rq1h/PTLH4//cDLxB7Ouzc72fHNGdudeSuTRI8vvpc1bW3UaA3Juhwxp5ojLtw/464Bx2PlDWE49xPTOfcT0zOu9BTMo33DOkQs7Lmu/aTbNW1t0FfD6T9dybaMYN+inafzi5PmUhN2/vuUSn9M44MVH1KjTfLN91Izo4FGB7pK0DARfvNf84H5KakGFPF57NrHoc++gYhHPNct+E+7qbbFLd5a08npv3osb/uoVF0KkaseXthdv9hbGLu6vfHRZfzorlez0i89cSFn7D+1oO3xi24TdZk3o4Ej5tbg5H2ewA27e+hl99Pe3qC0m0IxWumPaZyfw9+94cLD2X27QFG/z0jq4jb56lJpu6tsrj2pv5GT97mb/q7ftDtvRgNPX5rot3pjdy172650m8GatjYGNZ2ffWmRo/d5OcjVProHNCb7dFwhk0raXWVz7XHDzpXi7/rR3j7/o8xxwvLZ3TrZb/tcpVABE/9QzlUeUWD3lL+3FbhfUjigUTX0r1TiI3g2iZSyHShqWrLICG8Gg0GCwWA5quMauq4jdY0g3q+o0LQ4eo669Mc0TrvmCZ5/L73zOLE2yt8uOIQFzROgjJ8hX10qjZ/qousaQtc917XfdPve2gFqq9JN64HzpnPbeQdREw1STm3akWgfA4Mx32hF6TZXXfylXbd/o6VtHZx89SNszeg8ZrYPv+jFL/UApdtclOs3uv7ht7n8jley0i8/eV/OOWIeTuy2n/Tip7oo7Wbj9PephL/rJ634qS5Kt/YkfqN32j5y9D53ty7Kz81E6dYeTYsztS7i+H0+UvL5u0+9vc4XWgH/6BaUdnNR7t+oVH/XT1qpRF0CHn9OtaG4AkCvQBl9FShDUUH6Yxqn5Og83nnRkSxomZzjSYWiMugZW8QdOG86t19wKDVlOE+nELnah0LhNUvbOjgpR+exUu1DobAjX+fx3KN286BGCoXydxX+pT+me/4+749pDMTVeR0K50xrrMzZm4X8XXWyl8IrlL87elArTBRgbeHl5hkjcSmlOvB9DDEWO49SyuS+pvXV4ayVSYrRjdfBEsOUSCld0ZXSrsIppQRLlHYVlaDcnUfDlHT3x13TldLu+MALf7e731qUr7SrKMSKTd22K6kr7e8aQxOUlHYVfqEYf7cSulLaVSQop7+rtOs+KmDiE6SUtwC35LtHCDEReALYy+bynlLKN0ssfilwoE36dlLKzcVkJIR4D9g5I3lLifVS+BCvgyWvr+rgv3/1GD/84n5lOVxz+cZtfO8vL/HMsg1p6YctmFm2MhTe4nWwBODNtk6mnXlLWXWltKsohlJXlijtKtzGjZl2b7Z1MvtrtwPl1ZXS7vjBC3/39VUdSd2C0q4iP35aSa20q/ALxfi7yzd1M+3MW9LuU9pVuEW5/N1BzeDEqx9xVVdKuxYqYDJKEEI0Ao9hHyxhBMESgFVkB0x6iw2WDLGa7IBJKfkofIjXwZIEjy9dx+NL13HhZ/bguyfsVVKkW0rJT+59g189YN90ylFGJi8t38yLH2wmGBActMuMor+vuGZw3yurWLOllyn1VRyzTwtTGiqzrHm04odgSap0/KjdcuiqvWuAu19cSX9MZ5dZkzh0t+2JhL3f+1ZhUY5tuLzWbld/nLhmFK2rcttd3TDLeujceKcS2xJ4rV07lN31N8rfhU3bBvj3G2tK0lU57e5HXQM0jb6F6xXHD/5uKsruKrygWH+3Z0CjsSZ9oxUvtAuWtn5x/5KSdVUuu7thax/bK5tbdsrp7y5bt431ndmHoVdau04Y7eNXKmAyChBCNACPAvu4VMT7ZczLbmuvD8uYv8Ij/NJ5lFKiG5JQUPCrB95ECPjuCXsXnU/qi0AzTExTkjpPKxQIFCxjg82Lyo43V2/h8CsesL322GWfYY/WKQXz+Pl9S/jZP99IS7votsXURsNMn1SDctWzqa8Ke955nFgbZVAzGIzrDGqGI10VohzaTZBPV+/8+uSC311/TOOQy+7nw83dWdfOP3p3vn/SQucfTOEKIw2WSCl9od2Vm3uYefZtjnXllt3t7o+zb9Psgs8qCuNmsCShWyjOJuZC2d3xg5f+bqpuwVvtbtjaz5d/8wTgXFdu2N3u/jhNOxZ8bFzjh2CJn7Rrh7K7Y59S/F0pJTHNKFlXuShWuwDrOvv56b3DGvXK7nb3x9leubllxQ1/d6Q2MRfFaDeu5z+/qhx2979/9VjRn6GcqEPffY4Qoh54BNjPxWJes0mrFUJUlZDXTjZpz5WQj8JHmKb0RbBE0w2EEAhB0in/5f1vsmJjV1H5LN+4LfkiGNQMBIJoOEhVyj8nZWzqGuCi2xbnLWvJqnQnRjesgE+Cw694gKVtHXnz+NatLyRfNlJaL6/EfsF9MY3XV37k4FOPP3aaVu95sOTOi44kIARCCMe6yke5tAuFddX61b8Q03I7QjHNoPWrf0l2Hg1Tohkmckje1z70VsH2oXCXcqws8Zt2nejKbburGDluryxJ6NZP2gVld/2O15ODUnXrtXallEXpyi27q6xufvwQLBHCX9rNRNndsU/J/q4oXVe5KEW75pCYitWVG3bXLOrTKgrhhr8rpRyRTcxFsdqN67nVUi67u3aLt0dhq4CJjxFC1AEPA/tnXCq377jYJk8BHFFMJkKIKcAsm0uPlFgvhU9YubnH82DJ9Q+/TWzIKAcDglAggGZYf3/v9heLyuuyv1svLd2QhINWlBxg1uQ65s6YUFQZtz71Hm0f9eQs64gfWk5MwrkOBQWhoEA3ZPKlcdjl9+d8fnV7N7c9bS0Ci+smprTqLIT1t1Q9yZwEAu4fSuZ0cKVqaFm1X7TrVFd2Dl6Cc298BrCcoLhuEhCCcDCAKWWy7ELtQ+Ee5QiWgL+061RXbtpdFTMZOZXYhisSChT9Ps+FsrvjA6+DJQlK8UVzMRLtCiGK0pVbdleRG7+spK6OWJuW+EW7qSi7O/YZib+b6Cl6rd340MBxsbpyw+4qq1s+3PJ3hRAjGr/KRSnataOcdtdrVHvwKUKIWuAh4ICMS32U+UwQKeU24A2bS78QQthtsZWLqxl+7yTokFK+W2rdFP6gZ1BL+9uLYEnCoM7f3jpgKhQUmEOOwH/e2YB0GDmQUvL40nUA6KZJcGhQ/T//77O89vOTeO7KE3j6h8c7KiPx15d+/YRtWakzOqQkreMXCorkbBKAl5fbN+vEzBLDtF40ifoGhCASCqCbah6IVxQzuLLLzAmOdZWLcmrXqa7+9MS7tvWTUvLAq6uTdYmEAskl5cGAIBgQyRlOudpHf0x39LkVxVOuYAn4S7tOdOW23a1AHHZMU4lgCcBusyYWZRNzMdbsrsIevwRL5m/fWLSucjES7SZwqis37a4yubnx00pqv2k3gbK7Y5ty+LulvM9zUap2dTPd1/Xa7ipGTiX8XT9o147y2l1vZ6qpgIkPEULUAP8CPpFxqR84BohlPTRybrZJmw3cMXSGSqJutUKITwghzhBCfEsIcenQf+8DTrfJ448u1FXhIV4GSwCqIyFmTq4D0pdF9WYEdXLRM5B939wZE5g/c2Ly711mTXJWxpCBf2/9VtuynllmOe6JM1cALjlxHy450TqOKBwMJJ2hxR/YOzIJ59+UMumgPzX0slJ4RymDK451lYNyarcYXdnVz64uAI9ffhxgOUSJHU9ztY/ugbhtumJklDNYksAv2nWiK2V3/UulgiWp+EW74A+7q8jGT9vOJmbqg7falUjmzbAmKCm761/8tJLaT9pNRdndsUs5/N2qcLC0MYAcjES7UJyu3LK7uzZPyvsZFYWphL9b8vhVDkaq3VTcsrteoA599xlD54bcBxyccUnDOmvkNqDZhaL/AlwF1GekfxZ4TwixeKjcPQCnoy0mcFO5KggghGgCphb5WNq5KoZhYBj5DyjymlAohAyFMXwQ0wyHIxgECIfDTKiNcvuFh7Nr8yQq8Q3e+OgyrrxnCeGwJblIRBIKhYlEgoS7YxgECYet78gg4Oj7SnwW6/+t5zVTZD1bX1Odt4xwOEJEipS8sss2CRIOhxGBYUdGBEJDz4eH/rauhXL83on7CEjCQ3loMpCWbsgAoVDIc137Tbe5vtOR0h/TOOO6Z3h55Zbh3wFyto/UuhTSVT7Kod1EXZzoKpFuV7/UuqTeK4KhnHlkEgqFfaFbqy5jQ7tvrenklGuepDdupmlz0c7Tufm8g4lGw0XZbr9oN/U9VEhXbtvdSASlWxsK6TbzfZ7g0hMXcvYRu5TVp8isi9faTdTFa7sbCoURSrtphMMR1nQOsm5bzNH73C1ufHQZMhDKakNeadcUQcKRMOHw0EpQD+1uJBJRNtcGN/3cBE79Xbu6eKnd1Lp4ZXeVvbWnXLoth78bDkcwTLPoMYB8lKrdSEQSDIii+lFu2d2g6p/Z4lS7bvu7iT5RKeNX+ShFuxEZsP1Oyml3dRkAD3elUAETHzG0/dWjZK8sAStIYZdeFqSU24QQvwW+a3N5OvC5ErINYK2KKSfnApeNJIPe3l66uoo7AKnSNDU1IaMa3SIzflV5mltaiOkG0yfUcNUpH6NleiPdFSj37sUfcuvLW5jV3JpMaxyI09hUz5buGLOaJxA3DCJBa399s3oy3Q4mWskaknlqhkF46PmlH0Frk/V9r9rcTSwyIW8Zie+lLhpmn52m2v5W++y+M7Ne6wSspY2hQIC/Dv09q7kVw5TJJYr77THfNo+PL9yNtvZeDFMSCIBA8NXb3k5+Bt00iWkGTU1Nnuvab7ptmlpX9roMxnUuu/Md1g1E07RZXx3O2T4SdXmzXRbUVT7Kod1EXWY0BwrqKhQI5Kxfal1S7/3fW95iVnMrEms5bUCInO1j9uwdqZ3qvW5hbGh3xcYuLr7zfeonT6c+ZUL0gtbJXHHyQvRIqGjb7RftJuxtbTRcUFdu292+mOYLewujR7d273OAsw6bz+cX7Vh2nyK1Lk7e5/koh3YTdXHyPnfT7jbNmIloVNpNJdWXS5Dvfe4GifbR2tpKY1N98jvxUruaYTKoG8xqDjt6n7tpd1taW5XNtcEtPzdBMf5uc0sLjROrfaPd1O/FK7ur7K095dBtufzdhP0vdgwgH6Vqt3EgTiAgiupHuWV3+2IaOyibm4UT7VbC303oVkTDnmt3MG7QNGNC1ndSTrvb099P9/IPi/2ayoYKmPgEIUQI+AcuBkUccCVwKjDTwzoofEhICK465WPMnt5YkfLuXvwhf3w8++ibSDDA6o96qYuGMaUkKCxD+7E5TcnlfoUQAvbaYQpvrNqCECLpTJzz+2eYNaWOmGbQ3jUA4LiMrx21q236LrOGl7QGUsoC60URSMkw13d7+Rf25YzrnrL2MjVNAiKxTBd0wyQUDEBF5j8qBuM6l93xKktXd6SlJzqP+drHh+3dnHvjs4BzXWVSTu060xV8YpfptvUTAj6zbysPvLKa4NDBb6GgQGDtmZvYsxRyt4+aiHJBysWKjV1cfPtLWUuYE53HqhF8137Srm6YBXXltt11uBWwYohc7/NE59EtVn/Uw5d/82TR7/NMxprdVeTHyfu8nGS2j9Uf9XL27/5Tki+ayUi0+9x7m5LpTnTltt1VVJZS/F2/aTeBsrtjCzf83ZGMAWRSqnaDgWFb57XdVZSGF/6u99q1H4Mqt931Eu/XNikSnAyUvFGrEGJJnn+OzhGRUvYC/w2ok3gVacycXOt5sOSsw+YTHDKuhinTDqM667BdiiojsXdkKBDAkGbyULS1W3qTLwKnZRy9TwvTJ9XmLOs3Z30csF4SwYD18jFMSSgQSDoyiXvs2G5iDUfv05KsrxDWi0dKy5FSfk1lGEmwBEAb2kPWL9p1qqtvHb9nzrqcddh8wDqQNRwMIKXloAshkk5+ofahGDluBkvAX9p1qis37a7TjofCu2AJQEw3i36f50LZ3fGB18GSBKX4orkYkXalLEpXbtldRWUZib/rG+2moOzu2MFNf9dr7YZDlo6K1ZUbdlcFqYun4v6ulCMav8pFKdq1o9x210vU9E7/UPwprOnskefatiLroTMybZjAE8D2I8gjF9cDdxb5zE5Y58IAUFdXR2NjZTpDpdLe3o7sWEeD7PG6Kqxpa6NGa6hIXW58dBk/uuvVrPRLT1zIGftP5Xs3tjEQ16iJhpP7Hn792AXsMtmEIuq3y2T47O4NXPvgUsA6LE03h90DgXWQYr4y1rS1MbE2zCWfPjRv2ftsF+B3X9qVY6980Pb6g5cey+7bBfLmccmnWxADHdzw8NtZ13ZoamBiQNDe3u65rseqbvtjGudf9zSL308/8HJCbZQbLjy84O+3ps3SbVU4VFBXhRipdlO/l0K6+vf3j6Em2Jf7VLcgPHbRIhZedJftgW3/d9yefOPTLTk/X/uGdYhY2HPdwujV7ltrOjn9V4+xLePAy0U7T+cXJ82lJjyQ/1Q+B3Xxg3bXtLUxqOk0VIcL6grctbs9AxpTpjYp3WaQqdtC7/NitFNKXQbiGtFwyNH7vBAj1W7q9+Kl3VU2N5uEbWmeUufofV4u7NrH1r44AQHRsNUF81K7qTYXCr/PwT272zOgMVXZ3Czc6J+V6u+m2lzwXruZ34sXdlfZW3tK1a0b/u6atjYGNJ1oKJhM80q7P//nm2k2F7yzu8rm2pNLu5X2dxPv55pIqOjxq0IUq93emM5k0WP7+5TL7i644A7H9XcDFTBRJBFCnArcyshXHgWAw7ECG5sK3FsUUsp2oL2YZ0TGdNBgMEgwGMxxtz/QdR2pawTxfmaVpsXRK1CX6x9+m8vveCUr/fKT9+WcI+YBJpoWR9N0CAs0E7553B58+zO7I0qo23eO2x1MnV/e/yYAWYowyVuGpsWZXFvt6HvZq2Ui6288laVtHTyzbAOGKVk0dxr7zZk2XFgBvv+5Pfnucbvz+FvreXfdVmoiIT63/440NVbz8UvuReq657oei7rtj2mcds0TPP9eeudxYm2Uv11wCAuaJ1Do90votiYsCurKCSPRbub3kk9XyczyUB8N8v5vTmZL9wAPvb6GLT2DNE+p4/h9WwmHgnmf13UN4QPdWnUZfdpd2tbByVc/wtaMzuOB86Zz23kHURPN//07rYsftKtpcWY0VvH2NV8sqKsEbtndm596D13pNotU3Tp5n7tdl6RuwXPtZrZnr+yusrnZaFocUzccv8/LQa72IUwdzZTDugXPtKtpcabURrj6y4scvc8TuGF3f/fw28rm2lDu/tlI/N0smwueatfue6m03VX21p5SdOuWv6tpcbS4Tk0okn7BA+3++M5X2K4hyjlH7e64H5Wg3Hb3vD88o2yuDXba9cLf1bQ48bhOdaj48SsnFKPdn9zzRt72XA67+6+Lj2KPb/6j6M9RLlTARAGAEOIA4BaygyVxYCPQkufx9cADwBFA6pqzk4APgEvLVlHFmCTfyyaxNDCVT+46gx+fsv+Itk0QQvDdE/bmxP134vI7XuHRN9eWvYxMFrRMZkHL5MI35iAcCvLpvZr59F7NZauTIjf9MY1TcnQe77zoyJJ+Sz9qtxy6mtJQzWkH71zy84riWNrWwUk5Oo+3X3AoNdGRLlrNxmvtTqqLDnUei6Pcdvcvz3xQcl7jgWLf526Q2EIggdfatUPZXf8we7uGEdmIYsjXPi6+/SX0ePquyF5qd7sJ1Zy4aKeSyiyn3b3nRe8Oex0vKH/XOcruVha3/d3GmkhWmlfanVJfxTc/k2/TmPyUy+5On6i2lnOCl/7uLjMnsOusya6MXxWj3Z/c80bB/Eb7+JUKmPgEKeUtWAGLggghdDKCfVLKkrd3E0IEgD9l5jnEV6WUNwsh5gJ7ArOAGmAQ2AAslVK+NZTPjsCrwMSU578rhLhVSrm81PopxjbFvmz23mEyd37ryLKVP3t6I3+54DCklMll1nVV4ayVSYrxRbk7j3u0TOKln55YVl0p7Y5PKh0sUdpVOGVz14DnwZKlbR0MxHX2ap3ME1ccX3ZdKe2OPWqilekOF/J3L779JfbeYTKPXnYcUH5dKe0q7CiXv6u0qyg3lfB3d5pWzws//rxrulLaHZt4PTmoKhx0XVdKuxYqYKIAOAaYZ5P+upTyZgAp5QdYq0VyIqX8UAhxJfDzlOQgcD7w9TLVVTGG8Pplk4oQgvrq7FkmivGHGzPtggHhmoOhtDt+8GJlidKuwinrO/uzZmtWOlhy0tWPIKWlWze1pbSrKIZi/F23daW0q0hQbn9XaVdRLirp71ZCV0q7Y4fxNn413rU70rMqFGODY3Kk31xCXn8m++ie8i0HUIwZ/PSyUSgSuBEsUSjKgRfBEoViJHgRLMlsHwqF1yh/V+FHlL+r8CvK31X4FT+spM7cdlbhLipgogBYYJMmgb8Xm9HQoeyZm83OFUJES6mYYmyiOo8KP6I6jwq/ojqPitGGCpYoFMrfVfgT5e8q/IrydxV+Zn1nf1aaF9vOKiqH2pJLATDFJm2NlHJLifl9BGSeEjgJ6/B4xThnLHYepZQ8vGQtX/7NE8m0bx2/J+d9ejfHjl1/TOPH97zB7x99B7AOfvvVmR/niD1mjru9Ir1gPHUeu/rjSCkd66rtox5O/fXjvL9+G2Ad9nb1aYtobWpw9Hyu9mFKaXtwliId1Xm0R9ld/6KCJeksXdPJI0vWFqUrN+xuXVWY7cfOq8z3KH/XHmV3vWU8+Luvr+pgl6//rWhdldPudvfH2XfyjqV+hHGJ8nftUXbXv3i17ayfWNfRR9MZ1sZEpehqpHbXbVTARAH2K43SzisZOtD9NOBQrPNOJgC9wBZgFfAk8JCUcinWofCZZIdjFeOOsdh57BmIs9O5t2el//y+Jfz8viX86+Kj2W/OtLx5vLx8M8de9VBa2paeQb7068cBWHn9KeN670i3GQ+dx1RWbu5h2pm3ONLVRbct5tan3ktL+887G9jvO3dz2sE78/MvH5D3+Xzto7s/zr5TMmPrilRU59EeZXf9ix+CJcGAvzr/uiGL0pVbdndDZx/bF1l3RWkof9ceZXe9ZTz5u8Xqyi27q3CG8nftUXbXv/jB3/UD7d2DyfMLK213K4HakksBoNmkdQMIIaqFEL8GlgOXAR/HWpESwgqazAYOB34MvCmEeBDYISOvuJSyy52qK0YLY7HzCKQ5Mboh0QwTzTCT+0see9VDrG7vzvn8io1dSSfGlDItj9QyZJ7pBOs6ekf6McYt46nzmEkhXf3wzleTTkyqLg3Teua2p9/n5/ctyfm8lLJg+1Dkxh+dR//9Tk50VQm7q8hm+0k1nnceD5w3neqIv9auperIS7ur1FwZxqK/q+zu6Gc8+btSyqJ05YbdNXPercjEH/6u/1B217+oYEk6pehqpHa3UqiAiQLArvXNEkLsACwBvo5zrRwN1GekLS+9aoqxwFjsPIK1tVGCuG4SCgrCwQDhYADTJGnwv/DzR3PmcfSVDwLWvaZJWh5xffil88iStbbPxzWDTVvVAq5SGE+dx1RSnZd8urruobcA0AyTQICkLgNCJLX5s3++gaYbtnk8+ua64fxs2odyzXPTH9M97zz2xzQG4va/rZcU0lUl7K7CnmmN1RUpp9DgCvhrhYlIsZngnd1VuM9Y9XeV3R3djDd/VwhRVD/KDburLK4zVLAkN8ru+hMVLElHUtr4lVO7q+ewu5VCbcmlANhmk7Y38DiQufmmBmwC+oCpgBMP65GRVC4VIUTTULnFkLbni2EYGIb/BoFSCYVCyFAYwwfuVjgcITSCutz46DKuvGcJ4XC6w3PpiQs5+4hdKOaXGGldykk4HGFDd5zaSBjNkNRWi4zroBmScFCwftsgMQNCGQMWumHSFzet72bo3sw8dEMSCgr+53fPsObG07Lq8fg764lEIoRCIc91PZp02x/TOOO6Z3h55ZY0bU6ojXL7hYeza/OkorQ5krpUknA4QpQAIhAqqKtwOIyUEAjKrC1ugqYkIARCwH2vreWEj2Xv03zRn18iHM7dPuJS+EK34D/ttnUOUhsNpWlz0c7Tufm8g4lGw2XTZi4S7SMYCvtCu6ltqJCu3La7oVAYoXSbRaXs3FtrOjnlmifpTfyGQ6S2D7/ZXIMAtdVhR+9zN+1uNIKyuRmUUysj9Xf9ptvUunhpd5XNtcepXirh7/pNuwYBwuGw436UG3Y3ouytLalacfI+d/Pb85tuM+vild1VNteecDjCtIm1fOWoBa73wyC3v1tdha90Gx2yt8Np5bW7Ty7b5PrnyIcKmPgcIcQkYGHKv32g7OfkDtqkhUgPliwDrsA6p6R3KHDxjsP87xhh/VI5F2trsJLp7e2lq8vfO4Q1NTUhoxrdInOxTuVpbmmhaWpdSXW5e/GH3PryFmY1t6aln3XYfD6/aEdyLyAtf13KTXNLCzHdoC4aRjdNQgHrpfXQpcfw7dsW8/aazrT0zfEa6mvSO9HdsXjyu0ncO3/mRH5x+gEc/aMH09IB28+9qjdMS2srTU1Nnut6tOh2MK5z2Z3vsG4gmqbN+uowV53yMVqmNxatzVLrUmkSuq0KBwvqalZza5r+rj3r4wQCgq/d+CwwrM12rdY2j5qJ21EzkZztY2JM84VuwX/aTdiWBAtaJ3PFyQvRI6GyatOO1PbR2tpK04wJnn8vqW2okK7ctrtNM2YiGpVuM6mEnVuxsYuL73yf+snTqU+ZrpPZPvxoczN9BS/s7kvLNyubm0G5tFIOf9dvuk2ti5d2V9lce5zopVL+rt+02zq1jvWd1up7r+xu89Q6pVsbElp5fZPp6H3ubl2aaZpa76vvJbUuXtldZXPtSdiWStQln7/72sp2X+k2phvsu1NT0eNXTu1up253PHblUAETnyGE2A04BiswspDs80DcoJAOHgGOlVLqKWm/wzrLpBADwBulVkwxerl78Yf88fF3s9ITnUe3iesmgzGd6miIcMjdCLxI2f7j/255gXfXbc26JxrOrkNVyj7riTzeXbeVb9+22HHZVWF/7dXudwbjOpfd8SpLV3ekpSc6j7OnN3pUs2Eqqd1cJHQVEAKJtcHN+X98LnldYs38AGiszX+gm5P2ochNovNYFXHfZcvVPpwyXuyuovKs2NjFxbe/RM9A+rF75Wofyu4qSkX5u+kou+sPxrO/u7ajl4Bwlp9bdnd1ew87eP8V+5KYZrj6PnfCYFwnppd+0oyyuwq3KOTvHnvVv0eUvxvaLXX8yondrav2dls+FTDxH2cB3yj2ISHEkgK3HC2l3JDr8QLPHgm8IoR4HHgf2A34nMOqVQNfAm5yeL9iDOBV5zGumzz99np+9cDSrGtfP2Z3Dl0wk8gIXwyJMgbiOlPqo8R1SSBg7Q0aDIikE2MZ/+GmFbEJbKSmSSRy6Im313QCw3kCnPLJObb1+dRu23PNv7I/ryIbP3ceK6Vdw7Q6B0509YfH3iUgBJphZu1/rxsymXbAztNs8zjhYztw70urcrYPRWFGQ7CkEtpNVUwhXVXC7ioqi1vBkkpq1+n7XNnd0cVY9ndTUXZ3dDHe/d3+uEFdNOCp3R2I67b3KmBdR1/We9sLf9c0i3srKrurcJvR7O8WO37l1O7u1ertGVsqYDJ22KPA9XxTIrQ81xLsOfSvFM6mfAGT64E7i3xmJ+C+xB91dXU0Nvp7ykd7ezuyYx0NssfrqrCmrY0arcFxXW58dBk/uuvVrPRLT1zIGftPhRF8pnx1WbellwMuvifnsxf9bjUAL1z1OWZOqSup/NQytvbFmdg6ibUf9QJDh6kN+V0Cy5FJ7BV69ZcX5fz+Lj26la/c8DRgvRxSXbeAGB7YPn2/RdTY5NFQCxvXrWXK1CbPde1n3fbHNM6/7mkWv59+4OWE2ig3XHg4u28XGJE2i6lLJpXU7ta+OMGAoGFotkY+XYUGO1nV3o2UoGd0KkIBa1/RuqowzTVxkPGsPM49aDt+c+dTgH37GIzrTPWBbsF/2h3UdI7cs5lfnDSXmvCA6yOdudrHtv44k8Vkz7X77gcrqdGsehTSldt2t33DOkQsrHSbQbG+glPeWtPJ6b96jG0ZB14u2nl6zvbhpC6V1G5gyFY6eZ+7aXf7lM3NYiS6Lbe/67QuldBu2+rV1GiNybp4aXeVzbUnl1688Hf9pt1BTacmGnbcj3LD7vbHdV/0zcB/uh3U9GQ/BPK/z8tNavvY2pffx03Fbe3atSGv7K6yufa45ecmcOrvFlsPN7W7pq2NAU2nJiWQU267O716t6LqVG5UwEQB1gHubrKPEKJOStk70oyklO1AezHPCJFxiFAwSDDo722MdF1H6hpBSl8qWi40LY7usC7XP/w2l9/xSlb65SfvyzlHzIMRfp5cdWnvGmDfi6yjcqSEuG4dxZUwvQEhCAcDCAH7XnQH71zzRaY2VhdVdlYZ8TimoXPvRYdz7FUPpd2bKFcz4dSD5vLfB+5Ers9+7N4z+cL+rdz+7PKsayZgGvDgJcdQHw3mzGPu9Dp0Xfdc137VbX9M47RrnuD599I7jxNro/ztgkNY0DyBkWrTaV0yqbR243ErYKKFCuvq0e9/mtav/sX2WmIV+xvXnpzz966PBvO2j3g87gvdgv+0Gw0IbjvvIGry/D7lIl/76Ok3faFdSytWPQrpym27q+saQuk2i2J8Bacsbevg5KsfYWtG5/HAedPzto9Cdam0doMBgRkWjt7nbtpdXdncLErVrRv+rpO6VEq723r70fWaZF28tLvK5tpjpxev/F2/aTcYEBAWjvtRbthdZW/t0bQ48biONjQKWeh9Xk4y20eqb5mPSmg3Ho9l1cUru6tsrj1u+LkJivF3i6mH29rVtDhaXE+LKpTb7q5q9zZY5s0mvQq/kWv/jQextuAqNta/OePvELB/sZVSjC7ydR7PPcrdyPDB3/8nAKaUDGoG0XCQaDhI1dC/SCjAoGZgSkvKZ/72qRGXkWC/OdN44arPMbE2mvXMLecfwi/POLBg3r868+P8yua+1qn1vPzTz7Pv7Ka8zwcygoKKYfpjGqfk6DzeedGRLGjxdplnpbUL1j63TnRVEw2z9sbTOG7f1qxr/3PofNbeeBo10fz7iuZrH37YP9uv7DStvuB3Ww4KtY98tqWS2s3ED3ZX4S5L2zo4KUfn8fYLDh1R+/BCu0515bbdVYyc8eLvZqLsrr9R/q6yu6ONcrzPnZKrfTihEtrtz7GFm7K7Y5/R7u9mUkm7WwnUChP/8VPge1LKgVw3CCF0IC3kK6UcyYhprjfHj6WUzwshJgJHYG2rVTN0TQMuA6aRfebKpqH0VGaMoH4Kn+Nl5/GjrgG29AwC1v6M1SkHnB20ywyeWWYd3VMdCTIQN6iOBHlp+Wa2dA8wpcFZBN2ujNS9aWdPb+T96/4b3TDpGdCojgSL3mPylIPmcspBcxmM6wzEDeqrw4SCKqY9EkxT+qLzqOmGbboX2gXYdeZEWpsaHD0fDQf547mfQkpJ76C1e2NdVThr5V4+crWPj19yr+M8xhuBgPtB0JEMrlRau3Youzt2cbPz6IV292qdxIs/PdFxHd2yu4dd8YDj5xX2jCd/1w5ld/2J34MlldbuguaJLP7JiUXpqtx29xPKx82LH4IlTn7aSmlX5pmerOzu2GW0+7tSSvbeYTJP/fCzJemqHHbXbVQr8RlSyo35giUu8WGO9A4AKeVW4DSGgyUAF0spfwwssXmu3ybNW09N4Rpedh4B7npxJWDt7RkKWCZt7x2nsulPp3PXRUey+abTOWDn7QCIhKwDAAH+9MR7IyojaDOgGQoGmFgXHdGBdVWREBProsqJKQMrN/d43nm8/uG3ien2S1G90m4pCCGor45QXx0p2YkpR/tQlIeRDq5UWrv5UHZ3bOFm5xG80W6pNlPZXX8xnvzdQii76x/8HiyByms3FAyUrKty2d2g0nVO6qvCngdLJtZGqXZgv5TdVbjFWPB3dcMa4xiprsphd91CtRQFwLs50mMAQogzgaNT0l8GfpUnP7s1hVWlVU3hZ7zuPAK83dYJgGaYhIYOP/vt/34iOUNbCMHVX14EWEEObciwr/nI+X6IdmVUhb3f11ORn56hmQoJvAiW2LWPBF5pVzG+KcfgSqW1qxgfuN15BKVdRWmMN39XMTrw+0rqBEq7ilRGw7azCZR2FW4wVvzdAnPaxgRqupEC4E0gDkQy0huFEDOBX6akxYEzpZT5PCO74Eiuc1IUoxQ/dB7B/oAdM2Ndq2BkA8V2ZYyD98OYwm/BEvBOu4rxS7lmoirtKspNJTqPoLSrKJ7x7u8q/MvKzT2s+qg3Lc1PK6kTKO0qUvH7trOpKO0qys1Y8nfHA2qFiQIpZQx40ebSDsAfgdSTeX8kpXynQJYTbNI+Kq12Cj/il84jQPPUOgDCweGlhBfduhg59EIwTcm5f3gGAN2QhIeWCu5eREfCroyYln82lcI/+DFYAt5pVzE+Kee2HZXWrmJsU6nOIyjtKopjvPq7itGB31dSJ1DaVVSS0ervKsY+Y83f9dnuWa6gPHlFggdt0r4KHJny95vATxzkNdMm7Y1SKqXwH37qPAL8zyHzAWspYeJQ6xfe38S0M2/hxKsfYbv/uYUlq7YAoJtm8uyRExftOKIyShl8llLS3R+nuz+efFkVi26YdPYMMhi32/lOkYlfO4/gnXbtKIeuBuM6nT2Dyf1MFf6h3HucV1q7QMk2U9ldf1PJziN4o91cKLvrb8azvwuWPkvVVTntbqnPjzeUvzu/8E0ouzvWGc3+rinliHRVLrurdO0OY9HfdToxaDT3o9SWXIoEfwN+THoQ7fCU/9extuJKn8piT3XG3x9KKVePrHoKP+C3ziPA1MZq9pvTxMvL24mGAwzEDaoj1vkizyzbkLxvIG4QDVvynlJfxZSGTJkWVwbAoMNVJjHN4LI7XuGmJ9KPC/rMwlauP/sgog7OQ1m1uZsTr36EtR3pS+9/dcaBDj/F+CMUEL7oPEZD9s6EN9pNv55PV6ccNNdRGQ++1sYZ1z2ZljahNspDlxzD7OmNOZ5SVAo3DoSttHYB3ljdydzz/upYV27Z3e7+OPtOdt6ZUOSm0p1H8Ea7mSi763/Gu7/78BtrWbpmKzPOurUoXblhd7v74+w7ZSfHn2E84udgCVReu3Youzv2Gc3+bjAgWLK6k3lf/xtQnK7KbXe7++Ps2zTbcf0VhRmr/m6hA9rLYXefeWdD4ZtcRK0wUQAgpVwL/DMjObUFPAEcIYT4thDif4UQnxNCOB0xuKscdVR4ix86j5n7Lia46WuHABAQgqpwkLhuMqgZDGoGsaF/VeFg8nC3//y/zxZddmYZAMvWbeOVFfYDIgn6Yxqzzr4ty4kBeODV1cw6+zb6Y/njkC8v38zHvnt31ssG4MKbn2d1u/PDucYTs7dr8LzzePnJ+xIO5XZUK63dVArp6ps3P18w7wtvei6r8wiwrS/GARffU7B9KNzFjc5jgkpqN4FTXbltdxUjx4vOYwIvtJtA2V3/4wd/NxfK7ioy8XuwJIGyuwo3Ge3+blVGUEPZ3bHDWPd3c1Euu3vJX18qW51KQa0w8TlCiEnAwpR/+wCFw8Sl8UPg+Bz5H0n69lwJCo3U9gM/H2G9kgghmoCpRT6WNi3JMAwMw9/nT4RCIWQojOGDmGY4HKGzX+fKe5YQDqcb9EtPXMjZR+xCJb7Nt9Z0YhAgZPO9TG6s5ZWrT+aAi+8BIJInnxeu+hyTGmuLrnNWGZokGBB89meP8t61/5XzZbfnt+4hHA4jJegZ23iFAgIh4Ij/92/+86PP2j7fH9M44erHCIfDGKYkNQsBhIKC7gGNUCjkua79ptuG2uqK1OXGR5flbR+X/eMNW91C5bUbiUhCoTA9MaOgru5YvIpD92zhqL2abfP9+3PL+ceLqwmHw2iGRDB8wFxAULB9hEJhhA90a9XFX9rNpZdi6I9pnHHdM7y8ckuaNifURrn9wsPZtXlSQS3lq0sltTv/G38nICAQDHlud8MRfGFvYfTq9q01nZxyzZP0xs00bS7aeTo3n3cw0Wh4RH5FobpUWruJujh5n7tpd5XNzSZTK4Xe525+c07aUKW0O6GuhkFNh0DI0fsc3LO7IWVzbQmHIxAIcse3j3b0Pi8HudpHXY3wlXZT6+KV3VX21p5y+biplOrvOq1LJbQbiUQxhGVzwVk/Ctyxu8rm2lOKdt3wd4uph9vazVWX8trdEAw42eTIHVTAxGcIIXYDjsEKjCzEOnjd7TJ3AL4JfJ7igzH1Ba5fKaUs54Hv5wKXjSSD3t5eurq6ylQdd2hqakJGNbpFoa/XfZpbWojpBrOa0l/UZx02n88v2pHuCtRhxcYuLr7zfVpaWmmaMcH2e2mYWs/rvzuHJ5eu59cPLs26/n/H78FBu8wgEgqUXOfUMv7fXa8SCAjqomGuf3YTZx++S9b92/piTJq2PZMAzTCz9nlMpOlAW1+EiXXRrDz+/OIHzGpuRSIxzfQ90SVgmCaTNIOmpibPde033TZNrXO9Lncv/pBbX97CrObWtPTU9lGoLpXU7pE/fICmaQ3c/OKWgroKBQL8vwdXc8Deu9rmee3TG5nV3IphSgIBkbYk0UoDgcjZPiZP257QJO91C2NPu4NxncvufId1A9E0bdZXh7nqlI/RMr3RkZb8ot35c3cipptUh0MFdeW23e2Nab6wtzA6dZt4n9dPnk59yoTPBa2TueLkheiR0Ij9Cid1qaR2m6bW0y3qHb3P3bS7TTNmIhqVdlNJ1YqT93ml6pKPSmi3pbWVmG5QFw07ep+7aXf7lM21pbmlhekTqmlpaalIXyxf+/jdI+/4SrupdfHK7ip7a0+5+2cj8XeLqYvb2k2Mt9QNBUa8tLvK5tpTrHbd8neLrYeb2s1Vl3La3d7+ATq6VxZZs/KhAib+4yzgG8U+JIRYUuCWo6WUuTaA+yRwXrFlOuA+rHNRFGOMROexEqzY2MXFt79Ej4PIciQU4Ki9Z3HU3rPQdJOBmE51NEQ4xxkSpZAo4+f3LyGmWzH4e19cZevIvPDeJsDaSiwUzN7jMRQMYEpJQAiefnsDJ+yfHR/967PLActxCgWsz7Fb8yTeXtOJwHKkFN5w9+IP+ePj2UugS2kfldJucEhDxegqrhlEMpaKx1PO75HI5P3zZ07k3XVbCQYEhikJBnK3j+6BOJPK9ukUCQbjOpfd8SpLV3ekpSc6j+XeZ7sS2k3sEOpEV5Wwu4rSyPU+T3QeqyKV7ZZUUrvgD7ursKec7/NSkdhvO2tHJbRbPaQ/r+3uS8s3l+0zjTWcnE1QDgq1j9898o7jvCpjd4dRdnfsMhb93WJ05ZbdrYmqIeKRMj793WHKbXe9xPu1TYpysUeBf/lWYLnBM8CpUuY4dEIxavFrsCSTcChAQ23EtRcBAAXkva3fOmHblMMO9m/P/gTXnvVxwBpGSZzL4vQAeYCfnbaI+TMnWlXw+CUyXnFzcKUi2rUhl65impl172A8W6+7NU/iF6cfkPy7kDYNmZ2vYmRUuvOYSSW0W0hXlbC7iuLxW+cxk/FidxXZbO2LeR4sWbGxi1gR9igVt7TbPKUu+f9e2t1qj23DeEf5u8ru+pGx6O/WRIJF6cotu9sy1fvVHKMZ5e/aM1K76xXKA1HkQgKPYJ1bUsqEyu2AeFlrZHE9cGeRz+yEtdoFgLq6Ohob3X2JjpT29nZkxzoapPeHea9pa2NQ02moDnPpiQs5Y/+pUIF6vbWmk9N/9RjbUg7I2toXZ7KY7JvvZSCu0VgTYXJ9lW2dmkJ9rF2zGikthyUYEBx36erkdcO0Zn0IAa11O9jmsXaNdb9uDM8e2f3s3yava4ZkMK4zZWqT57r2m25rtAZX6nLjo8v40V2vZqXnah9u1qVYEnVZ227VJZ+uwkPp0yL9hGS6U1UTNZPaTNy7ds1q/v3c61l55GofH21cj4w0eK5bGBva7Y9pnH/d0yx+P/3Aywm1UW648HB23y5QtO32i3ZT30OFdOW23e0Z0Hxhb2H06NbufQ7WHs6/OGkuNeEByjne5BfdZtbFyfvcTbvbvmEdIhZW2k0h1bak4oW/u6q9h0n4x8f9YMXw9+Kl3e0Z0KhtnKR0m0El7JxTf9evNhec9aPcsLvK3tpTDq2Uy9/1m24HNd1Wm5W2u8ve19hnX6XdTJzopRL+rt90a1eXctrdAY+DJypgogCSZ5elBkb+IKX8ihBib6zzTU4AaorIcy5wPvCLstUSkFK2A+3FPCNEerwnGAwSDFZmCXOp6LqO1DWCeD8DW9PixOM6l5yyL+ccMQ8qUKelbR2cfPUjbM142Ri6hu6j70XTdDRN8IvTPmlbp+P3aeZrv38agLhu7SOakKMpJYYpk/uNHr7bdrZ5/OmcgzjtN08A0Bc3iaTMBtANiRAQj2vouu65rv2mWze0cv3Db3P5Ha9kpV9+cu724VZdSiFRFye6whRMrI0SDULm5woGYXpjlDVbejFMia6Rthw8rlt5aiY520dDNOAL3cLo125/TOO0a57g+ffSO48Ta6P87YJDWNA8gVJst1+0m3gP9VFYV27b3Vg8rnRrQy6t5HqfHzhvOreddxA10SDl9iv8otvMunhtd3VdQyjtppGwLVpKjzjf+7zcpLaPeNxfuk18L07e527a3biyuba4beeK8Xf9anPBWT/KDbur7K09I9VKOf1dv+k29V3kpd1VNteeQnqplL/rN93a1aWcdtc0vA2YqC25/MdPgRoppcj1D8hSTb77h/6tzlPmfNKDJeuAi4byfV1KeSowEfg41hkr3wUuAc4BrsuT72lFfG6Fj9l+Ug3nHrVbRcpa2tbBSTleNtUR71/cdhy2YKZteiQc5Nuf3cv6/5C1j6hmmGiGiWmSdGLOP3p3wiH7z3bknrOG8wsFks/rhnUYXOohWgp3ydd5rFT7KBdOdfXgJcfkzOOui44ErHsDAdLySHWMcrWPzGC2ojT6Yxqn5Og83nnRkSxomZzjydGFBEe6ctvuKpyT731++wWHUhMN53hybOIHu6vITyXf57nah1+QUjrWlZt2V1ndyqP83XSU3fUHY93flUN202u76/0w/OhD+bvplNPuBjweL1ABE58hpdwopRyoVHlCiDlkH/j+FSlld0a94lLK56WUf5JS/lRKeZWU8gbgtTzZLxBCzMpzXTFKmNZYXZFyCr1sStsdzl1WXn9K3oHfbx2/J6cdvDNgvRzCwQDhYCA5O+n0T83j+yctzPm8EIKV15+S/Dv1+cQLZJ7aV991xlLnEZzp6sFLjsm7B3BrUwP/uvhowHJmMrUNhduHYmSM9c5jKqkq8tLuKjU7Q3Ues1F219+oYEk6QoiidOWW3VVKrizK381G2V3vGQ/+rhjSltd2Vw0QF4fyd7Mpt931EtUeFL8GUkfD/yKlfKiM+VfmtETFqGc0vmz23mEy9dWRgvf9/MsH8PJPP8+ndts+mTZv+4m88rMT+dlpiwo+X18dYfNNp/PnbxzGlPqqZPpXj9yV1TecSl2V/76bscRY6zwmKKSrfWc3FcxjvznTWH3DqVz02T3T0m/7+qFsvul0R+1DURrjofOYSTG6csvuTptQzO6k45PR+D6vFMru+hM/BEv8umLYD3ZXURmUv5sbZXe9Q/m7+VF21zuUv5ubctndxy77jJvVLIg6w0QxI+Pv/YUQS4p4flKB67cKIbYBr0opzyqmYorxw3h42bQ2NXDH/x1R8vNCCI7ccxbLfvNfZayVohBjtfOYoBy6qomGuej4vbjo+L3KWDNFPsZj53HvHSZz1F7NRT3jht39+CX3lpzfeMAf73N/b+Kj7K6/8Mu2s0+9va4idXDK3jtMZvFPTiz6uXLbXWVzK4Pydwuj7G7lGU/+bqk2F8prd5XNdYY//F1/Uw67WxXxNmShAiaKTGaXOb+WoX/bypyvYoygXjYKvzLWO4+K0cl46jwqRhf9Md3z93l/TGMg7u0BkYrRhV+2nZ1x1m0VqYdCkYnydxV+RPm7Cr+ixq/GDypgolAoPEO9bBR+RXUeFX5EdR4VfmbFpm5qM7aIrHSw5JRrnsAw/b3CRDH+UP6uwq8of1fhR5S/q/Ar6n0+vlABE4VC4Ql+e9lIKekZ0ACorw6rg/vGMW50Hg1TIqV0RVdKu+MDrzqPSrsKp+gZgQovgiWJ9mGYku7+uGu6UtpVOKVYf7e7Pw64pyulXUWCcvu7SruKclBpf7cSulLaHRv4YSV16razSrvuowIm4xwp5Z4jeV4IcTpwc47L90spjx9J/oqxyUiCJa+v6uC/f/UYP/zifsye3jjiuizfuI3v/eUlnlm2IS39sAUzy1aGYvTg1ky7N9s6mXbmLWXVldLu+MHLmXZKu4pS8DJYApZuZ3/tdqC8ulLaVRRDsf7u66s6kroFpV2Fe5Tb31XaVZSDSvu7yzd1M+3MW9LSlHYVufDDSuq+QZ0PN/cw5fSbkoGMBI3VYbafXEtVODjisgY1g7UdfXnLiGk6Uo7tVd0qYKJwhBBiNrAnMAuoBQaADWQfGp/KH9yvmWK0UY6VJY8vXcfjS9dx4Wf24Lsn7FVSpFtKyU/ufYNfPfBmWcqIawb3vbKKNVt6mVJfxTH7tDClobh9sdu7Brj7xZX0x3R2mTWJQ3fbnkgZXngKZ1RiWwI/aLcUx+al5Zt58YPNBAOCg3aZUXSHxa59KJzhl20J/KDdTJTd9SdeB0sy8Vq7Xf1x4ppRtK7KbXd1w0RtFFE5lL+bG2V3vWWs+7ubtg3w7zfWlKSrctndDVv72F7tGlUUXvi7PQMajTWRtDQvtFsIZXf9gR9WUkugozdme09nX5zOvjjhgCASCJRcVtw00XJsb5tahmZKVn/Uy07n/BlTQnUkSEMJq1B6B61AEALqq8LURIfDFANxveTPUQ5UwMTnCCEmAQtT/u0DVMSyCSGqgXOArwJzinz8OSnlv1yoUxMwtcjHdkr9wzAMDMPfB4KGQiFkKIxB6YauXITDEUJlqstbazo55Zon6Y2bhMPDL5ZFO0/n5vMOJhoNk++XCYcj6FIgAiFCQcF1Dy8jEArxreP2LLouV9+/hOseXkY4HEYzJKYpSX0thAIibxmp38s1Dyzllw8sSbt+8d9epTYa5rWfn1jwJdof0/j0/3uQVe3dWdfOOWo3vve5vfM+HwqFEaGQ57oezbq98dFlXHnPkjRdAlx64kLOPmKXvLp0UhddCgyCBXXlhJFoNxyO8M6GXn50z5KCugJrwOfYKx9MS/vxvZbz/69LjnHUecnVPnpjOntP81634F/t9sc0zrjuGV5euSVNmxNqo9x+4eHs2jxpRNp0Uhc/aNeuPXtld/1ib626+Eu3BgEO2q3Z0fu8HORqH9GoRADGkLvstXbXbo2xw9f+5uh9Du7Z3Z4BjX1mKO2mUk4fN5VS/N1Ue5vAK+3m+l68sLvK5tpTqnbd8Hf9pt0tfTpn/e4ZwFk/Cspvd3sGNFqUbrPIpVsv/N2Ebk2CRY0BOKFY7eZrz5W2u8rm2pPwcxP6dDp+VQ5S20ckEiEooCoYxCR9ImQoIAhiBSvOmjuLc+c1F13W9e+u4Y/L1wKgS5m3jB5Npzsm6Y4lVqFowCDhgCDsIGBjSsmgYaalbeq28qoKBggIgWGado9WDBUw8RlCiN2AY7ACIwuBHTyqx4HA7UAp04B14CvlrVGSc4HLRpJBb28vXV1dZaqOOzQ1NSGjGt2i3uuq0NzSQtPUuhHXZcXGLi6+833qJ0+nPsXnXNA6mStOXogeCZH9Gs+uS0w3qImE0E2TSDDIvUu7OfrAADOn1Dquy9otvfzzrW5mNbcSNwyCIkAwkB4JN6XMW0bie7nyodU89OY2ZjW3IgHDNAkIQWAosn741Yu573ufJhKyf2nEdZPjr/43VE1iVvMkTCkxpSQYCCCAfy3rxaxu4/yjc8/4apiyHdVTmzzX9WjV7d2LP+TWl7cwq7k1Lf2sw+bz+UU7FtSlk7rEdIO6aLigrgoxUu0m6uJEVx9s6OIbf34n+b0kDlJOlHfOn9/h2rM+nnc5+bUPvpWzffTFNJqavNct+FO77Vo1l935DusGomnarK8Oc9UpH6NleuOItemkLn7QbmZ7zqcrcNfuNs2YiWhUus2kuaWFUEBw7dePcvQ+HymDcT1n++joHSSum9QNDSJ4rd1EG/La7g7EdWVzMyiXj5tKqf5uqlYSeKVdu+/FK7urbK49pWjXLX/Xb9qNaTq1VRHH/Sg37K7yce2x022+97mb/q6dbsEb7c5qaaZpan3Wb+SF3VU2155UvRQzfjVSMttH40CcAFAVChAUmbqyVsFEgoJH43BEpJ4ZNVWOy1rfP8ijWoDm1hbihiQYIG8ZPZpBQEB1MIgpJaEUnR82fQpnzpmVs6wPe/q49I0Pkn8bQ0GZ1PKu3Htn9HicY+94yPFnKDfeh+oUmZwF/AQ4Ce+CJZ8DnqK0YAnA+1LKZWWskmKUs2JjFxff/lLWHoiJl01VpLjYbUAIgiKAPhRxvv6Rt4t6/g+PWfI0TEkoMOzETGuspnlqneMyNMPgodfXDP2/iZRWfkIM/T103x8ffzdnXa7+5xLAOr5LM0yEEIQCAeSQIwXw0GttbNranzOPVe09jj+7Ip27F39o+/skOo/lIjrkyPpCu0MOSSFdfeNPzwHDTn0wIAgGBIZpOdsA5//xuZzPb+zsc9Q+FNlIKbnsjldZurojLT3ReazUnseGYfpLuzjXldt2V5HN9pNqin6fl8JgXM/bPgSCcFAUpat8lEO7TnXlpt0d49tM+4Jy+LvF2sR8KLurSFAJf9c32hWiKF25YXfH17HIpVPofV4pf9dr7cbiBpu29XPWb59K/vvybx7nH4tX0hvT6B2M0xfTGNQM+uM6vYNxKz2mceLVD6c9l/rvhJ/8O3lf72Cc/rjOoGbQN/R3b0zjHy+s4Mu/eTz5zIbOXtauXVuW73UsUur4VSnkah8wHFiYUhVh+6GgSEBAMDC8dditK9YXVd7tH1r3G0PBDydlIK20UEAkgykAj2/cQvug/dZhQDJYkngmKKzyDClJZH3J6+8XVX83UCtMxghCiCUFbjlaSrmhwD0IIQ4A/g5Z2xybwL+A54C1wKeA/wVbf2BXIcQJUsp7C5WnGPuUO1jSOrWOLd0xggGBNrSE740PtyAlONkuUUp4ZcVHABjSJBKwlo//7isH0dpkzV5Ytbmbc298tmAZm7sGEQgroh4MJBtDYrBGN01CgQAPvLKac47cNat+UsJz71r7tBqmSTg4HMMOCIEQlrMVDAgu/8er3PCVg7I+z4qN3s/+GK1UKlgC0Dq1nktO3MeRrnJRNu0KUZSupIRQyrLaYMDSdmJ207K1newya1JWHtf+2+pg5GofMd37pd5+ZX1nPxu2DqSlVbrzePfiD4kbJvO3m+C5dlMppKtK2F2FPaXs810sTgdXdmxq4Pdf/aTj93kuyqXdxOCbl3a3Aj/PuKYc/m7r1Dpu+fohgHNfNBcj0W4myu6Obirh7/pNu6X0o8ptdxX58UuwpJQxgFyUql0JdPfHGRwcPq8hZprJgeNk5pmFAR09Mfr70987CQYytjvKlceHm3qIDtnluCmpV2fR21IbCXkeLEnV4U/3mcesWussmzV9A3z3tfcICoE29Lu+ta3bCuA6EK+UkiWd1noZw4RI0FkZqQYvICy/wJBWAOTn76ziZ/vMyyprVe9wAFuSvjIlKAS6KZN2d3XPQNbzlUQFTMYOexS4HilwHSFELfA3soMl7wMnSCnfHbrvEOA07IMlCW4WQiyWUm4qVG6RXA/cWeQzOwH3Jf6oq6ujsdHfb4H29nZkxzoapPcrB9a0tVGjNZRUl7fWdHL6rx5jW8aBl4t2ns4vTppLTXiAYqaZJ+piGpL1Hb0MaiZV4aHZzwMd1FcXlDnd/XHWrlkNkHx+zvQJLJgKDH3GPZoEZt+WvGWsaWtjUNNpqLb2Jg0Hrebw8A8+w1E/fAAgLd2ufql1Sb33wUuP5Zgf/Sstfe0aaDg7+1C4l998l7bVq5kytclzXY8m3d746DJ+dNerWemXnriQM/afmtRCOeuyR9PCgrrKRzm0m9BtdSRUUFdr16xGNyShIV1+5wRrj9uf3vs6QPLaa29NYv+Z2Vsd3P+09f3mah9dAxpTfaBb8J92E7YlwYTaKDdceDi7bxcoqzZzkWgfW/viTBaTPdduansupCu37W77hnWIWFjpNoOR+ApO6Y9pnH/d0yx+P/1A2Mz2kVoXJ+/zfJRDu5m+gld2t2dA84WvAP7Rbrl0Ww5/N7MuXmo3ppvUaI3Junhpd5XNtcepdivh7/pNuy1Talm72Rpk88ruzpxSR3t7u9JtBgmthAY7Hb3P3a6LlLLoMYB8lKrdrX1xFjTWcO9h+ybz2vv+5wHrHInQ0ODx3z+5J1/8z5Ks9Ps+vT91GQe492gGn/z3i1n33n7QnpzyTHYerx93IAAnPvU6kSblK2Sypq2NudPraSpy/KoU8vm7m7YNENd0FkysZ2dtJmzrBWAeEN+8iU0DMWKmSXQo+CvnT6c2Qxt29GgGa1a3ASSf37G+Om8Zg4ZJUEBdKGSrqzVAzU7Z5z+9umIda1a3YSCT56GcN9/a3Oi6d606JK69S+5VKpVABUwUqVwMZJ4MtAI4QErZCckVKPcBhTbDa8TaWuz0clZQStkOtBfzTGZENRgMEgwWNhpeous6UtewjnLyFk2Lo5dQl6VtHZx89SNszeg8HjhvOreddxA10SAUmWeiLuFAEE3T0DSD4NABg0FMR3UMYqJp2lB+1vM9fQNZz4aFzFuGpsWJx3W0kLX8GnPopWTow/mnpNvVL60uKfeGhX263efTdY14PI6u657rerTo9vqH3+byO17JSr/85H0554h5FKvLYupSSFf5KId2E7oNicK60jQN3ZBI07Kh0tSHyrbqkLgWwLDNw07Dqe3DL7oF/2k3YVsAJtZG+dsFh7CgeQLl1qYdqe3D+o28125qGyqkK7ftrq5rCKXbLEr1FZzSH9M47ZoneP699M6jXfvIrIvX2rXzFbywu8rmZlMO3ZbL37Wri1fa1XQjrS5e2l1lc+1xot1K+bt+066hR4rqR7lhd7W4puytDdY7Mc5p1zzm6H3uJv0DAwQCougxgHyUqt14PI6uhQmkHLSuaXHA2q5IDs3AN3XdNj1g6GSesR0w7O8NmbnysMrWNY2A0m4WmhbHNHTX61LI3z3o0n8Sj2v0DMbS9AIQlgaaFkczTAJDK4bstGFHql4Sz/cMBvKWER8KmGjSLKirVHTNuteQEnNorFbqCbtr5ZG4Jgw96/lKogIm/uOnwAlkBy5cRQgxATgvI9kEzkgJluwL/Buoc5jtqUKIH0opPyxbRRWjgqVtHZyUo/N4+wWHUhPNXMTknIG4zoat2bMM6qqc5VmfMms7EUpb29HLu+u2Mn/mRMBacr1847aCZVQPrVVMbMsVEILDLr/ftly7+qXWJZVP/cBaECUlyeWIn9pte9t7F82dZpuusCdf5/Hco3IfCFkOnOoqF+XUrlNdhYLWcvFwMMCVd72WvJ46E++gXWbY5rHz9hN4f/02R+1DYc/E2ih3XnQkC1qyZ+e4Qa724SftFqMrt+yuorL0xzROydF5LNQ+/KLdYt7nyu6OHsrt7w7EhwcGvNSuyNhEQNnd0Uel/V2/aDcWN3hn3baknhI0VIdZ9N27su7vG9To6rcG6BJb13z7tsXJ6zKlDn949B1u/0/2nvpx3WAgbqTdu7Wvg8l9y5183HHHys09rPqoNy3NC383plvn1ZTii+ZiJNrNZHZ9LSt6+pJnkAkBJz39uu29taHs4EadTRrA554aziPRTg5smliwPuOdwbhO20e9tnakXJimZOXmHnoG07dYCwUE0ydU85XfPUVMs2zthv5Blnf3MaehFoAPuvr4sCf7rCY7bdiRqpfEhHOnZUBxulo42Vq9lNh+KxQQXLNsVfJ6YksvgD0mNTiqv1uogInPkFJupMBh60IIHUhTvpRypNtlngJkqvFBKeVzQ2XuBTxic8/rwKFSym1CiP8Dfp5yLYh1zsn3Rlg3xSjCzWAJwLvru2isiSQPUgM4Yo9ZjvdOF0Jw0C4zeGbZBgIBkRyA+OT3/8mc6RMYiOus67CcuEJl7NhUz7rO/uTghhTWfrdSkhzsADhu31bb+gkhOPPQ+dz0xLuEAgHiukkoKAgMnTFhmJLI0IHLP/3S/rafZ785KmDiFC+DJW+v3crBQwMDXmtXSpk8gNCJrgJCpA3UaYaZ1hHN1bn5yzcOY99v35Wzfag9nvPjl2CJn7QLhXVVCburqBylBkuWrdvG3t+607GuclEu7WqGWdT73A27a7q8hcR4ww1/9931XRx48b1F2cRcjES7/3qtLS0vZXdHF174u37R7l2LVyKlNeCWSmxQZ1nbVtvyjFTjmHnGQwqrN9lvCySlTM9DkZeeQY3GmuHtrbz2d0vxRXNRqnZTz3BI8Nv9d+HIx14ZPtMBQeI2zZSEh/44csbUnHb3v3eYwV9XbSAUEGimtU2SEJY/YMjhPL6/x2xHn2+809kzSF+O82LKwaBhYGSYEoHlEybsj2ZIEgtGPvvka+xYX8OAbrJxYBCwftuEng7ebnJR2l00dSKLP9pKgOGgRd4yDMtkJgJ6TnW11+ThIeWAEGkBktTzSwB2qq9xVH+3UAETRYIv2qTdACCE2AN4HMgMEb4JHC6l3Db0963AlUA05Z7/QgVMxg1uB0sS6IZEN02qhvZjvPzkfQs8kc5PTt2fAy6+h3AwwKBmIESAYECkzfZwUkY0HOTLn5rHrU+9RzgYSHYcA0IkO34Av/3f3IdXXnHyvtz0xLsIAZFQAMOUaEOHZwZD1sviy5+aR2tT7uj6LrPUrJBCeBksAYjrJtURf2g34TgV0tVjl32Gw694IBlc0Yc8uNTDWh+77DM5n2+ZWp+3fQzGi/ro44pQQPgiWBINBXylXSisqwRu212F+4xkZcmgZiQHJfyg3YQ2vbS7NuMxihJx098t1ibmo1TtZgZMlN0dPXjp7/pFu/2DGg0phzKf3DqdH+w5J2dZ72zr4QtPv5H8OxFsCaYM2v3j4L3YdUJ9zjx+uGQ5d6wefld1x3XmzMldpsLC62CJaUq6+uO8unJ4x3cJkHJQ9jtrO4paVTCoGVmrloC8ZYihe1OZWVvNya3TuWP1xuQAeGIwOZzyQv/xPjvnrMu3dtuRv67aAEA4IKwB7aEZ/YlB6ZNbpycP9VbkpioSYnZVhAeP+FjZ8x7QDc598R1e3rItLX1CJMwfDtidXSYMb/Az957/MKAbmNI6ZD11xYchJbopiQ75jN/adYei6nHJgp049olXCQUEMcNEBETBMoSw9Fysrv5x8F584ek3hnxTkbS7qcHDfxy8V1H1dwMVMFEghGgEFmUk9wCPCCF2wwqWTMq4/hZwWGK7LgAp5RYhxNPAkSn3tQgh5icOjFeMXSoVLJFSIpFJ5/ibx+3B7OnFHUo2e3ojF35mD371wJtUhYPohmRQG95fUQCBgHBUxtWnLaK+Osx1D72FEOmDGjtOa+DJK44jmuegrWg4yOobTmW3C+6gd1AjGBDJw68AvnPCXvzfcXvm/Tzl+m7HKl4HS8DSbUwzHOsqF+XSrhNd7dE6JTl4ByRnOid4/PLjCnZw8rWPfO1ivDN7uwbPgyWXn7wvF9/+ElpM85V2wR92V+EuIwmWgGVzBzWjKF3lYizZXcXIccvfHYzrGKbMOjheCEFMM5g+oZov/fqxovOtjgTZtM06AHtQM2xn0GeWEdP0rME7ZXf9j1f+rt+0mzqh+vx5rXx1Xv6dznedUJ8cvIP0QAnAnQfvnTZgaccP9pxDXTjEn5avHapXwY837vE6WALDA722SEkkIPhwQ3fRZQWwVoEk8snJUBnxHHXI1FXqYHJrXTV3Hbx3cuDajmgwwKvHHsgnH36RPt0gIEibve+kfSjcpZhgSQIrSCGJpSxHEUIQgKQevrpzMzsUuTpjh/oavjK3md9/sIZoMIAh85cRCViBjlJ05dTuvt/Va/d4xVABEwVYwZJMD/dFYB7wJDAl49o7WNtwbbHJ61nSAyYAnwBUwGQMU6lgCViGOtFJ++Zxe/Cdz5YWef7uCXshBPzy/jcJBQWhHAebOSnjByct5Hsn7MXjb63n3XVbqYmE+Nz+O9LU6Gy2Rk00zIe/O5Ut3QM89PoatvQM0jyljuP3bSXscN9JhT1+CJaYQzOIUgcSvNTuXq2THA9K7NE6hfabz2BpWwfPLNuAYUoWzZ1W1FZwudrH5372sOM8xhs10cq4Z4Xax8W3v+Qr7aai7O7YZaTBErB8haqMwVuvtNs6tY63r/miY125ZXdvfuo9x88r7KmEv5s1bjY0oLa1O8bW7pjtM4UIQs4BObsyNEOyZkuf7azqHZvq6B7QGIhbg28T66IIJIdedp+jukxrrGJyXYRt/XF0w9qKa2JthLteWMFdL6zIun/Nll6MTnUWRCH84e9mJHik3RlVYX6w184ctf0Uwk5OO8YavHvnswexbFsvL360FUNa++ynbh1TiG/uugPnz2/h2c1b+d5r2WedKKzgmiklfYNa8kyGSrC5a4D1ndlnLwQF1Iftfe6v7tzMefNaHG9plIqUkuvea+OG99fkvS9Rxs73PpOznFRdfdDdR3UwwDEzm5hSFbG9P5PqUJCXjz2Qzlicxzd20BnT2L6mqqj24RXLly8nqLl7bohTYpqOLPMk1VKCJQmCQhAM2msmoatSOH9+C0LADe+vKVjGte+2Mbcmyv/MaylJV+Wwu26jAiYKgH1s0pYDTwBTM9LfwwqWfJQjrxcc5q8YI1QyWJLgk7vO4Men7F/0LNFUhBB894S9OXH/nbj8jld49M21IyojHAry6b2a+fRepc/SmNJQzWkH515WqyiOzV0Dnncel7Z1MBDXk7Mu/KDdUhz/BS2TRzQDrBztQ1Feih1c8YN2M1F2d+xRjmBJJl5rd1JdtKQgXLnt7l+e+aDkvBTu+7tVkRADMS1t8O6AqRO5eMFORc8StWNVTz8/f2cVT2/qSEu3K6P5zqcc79W+ZdvgiOu2qcP+EFmAmGEyYXL+2f3jkdQDiHMNBm8/qYY/P/0ef37a3WCpENkDz15pd+49/6GpKsJnZjWVVNYuE+oKribJRzgQ4JDpk5lW7WwwezwiJQRk7jNhyo1mmjmDbvU27+ZyaFcIwfnzWzl2ZpNj7eYjoatDppfuE0yKRvhC6/SSn/eKju4YvX3unRviFC3zcJERMpJgydy6anae2DBiXdlRjHavfbeNUECMWFcjtbtuogImCrBWkmRyCpDZ63sf+JSUcnOevFbapKmRiDGKF8GSvXeYzJ3fylzEVDqzpzfylwsOQ0pJ76D1Mq6rCpc0qKzwF+s7+9MOFYTKB0tOuvoRpIQ9Wifx0k9PLKuulHYVpVJMsGSPFqVdRWUoZ7Bkj5ZJPHHF8WXXldLu+KRS/u7uDbXccYg1z6w2FCyrrnaor+G3+++KlJI+3chbRlUwwJy6Klf2ai+W4554lYg6C8KWzp5BtvXGbAeDIwFBx7ZBOsoQ0CqEZkj2aKzhH4csBLzVriIbP83SFwLm1lXx1NEHVKS8W5av4+p3PiRz+PiiXXfkqrdW0lpbxb8O3881XSntjow5c+YQl3HuP3Sh11Vh7j3/KdvvNpJgCVhbYrmtK6VdCxUwUQC02qRlBkuWA+cCBwshJg1dN4BtwEfAG1LK1cD6ofTUcP2O5a2uwg94ESxxEyEE9Wo20JjGi2BJon0EA8I1B0NpV1EMxa4sUdpVVIJyBksG4zrrOvo44or7y13NoumLaclZ4F6jtjbKJnWWfi76YzorNnWjZwxK11eF2dDR43grqkIktvuoy7E9TLkQQrhehsJ9qiIhJghBr2HaDgafPmdmReqxbFsvRzz6ckV0pbRbOn6apV9doXO1EsGSTBLt46q3rHm+SruKSjLSYEkqSrvuM34/uSKV7Qpc7wVmYm3RlRMhxEfAHcAWIHWjZeebLhdACNFE9jZhhdgp9Q/DMDAMI9e9viAUCiFDYQy831cyHI4QyqjLW2s6OeWaJ+mNm4TDw4GRRTtP5+bzDiYaDePGN2xXF6/wU11CoTAiFPJc137TrUEgqc9LT1zI2Ufs4oouM8lsH5GI9I1WlG5z1cVf2nXrN7rx0WVcec+SNLsNuduHX/Til3qA0m0uRvIb9cc0zrjuGV5euSVNmxNqo9x+4eHs2jypKNsdiUTojZks39hXdF3KTTjsn7rEDUljTVhpN4VCWjGlJGaYyECI1DE+a0vvICs3595KqlhEMEwoHMbMcT5OJQlHIr6pSygcJqRsbhbhcISOuEZdOH3SwYW7tPKl2dtjVqAO727r42uvvOcrvfilLn7S7fz584kvX8Zdn9rb66qw+33PEY5EXP99/rxiPdd8sI5wnvbhF63gs7r4SbuhUAjTJ99LOX6jAd3gG699wBtd/WnanBAJ8dv9d2PehNqCtttPWqlEXbz+nCpgogCYVOC60zDnVOA8m/SIEKJOStlbXLVsORe4bCQZ9Pb20tXVVYaquEdTUxMyqtEt6r2uCs0tLTRNrUvWZcXGLi6+833qJ0+nPmXC54LWyVxx8kL0SIjuCtXFS/xUl6YZMxGNTZ7r2m+6jekGddEwZx02n88v2tE1XaZi1z4aB+I0zZjgm+9F6damLj7Trhu/0d2LP+TWl7cwq7k1LT1f+/CLXvxSD1C6zUWpv9FgXOeyO99h3UA0TZv11WGuOuVjtExvLNp2z5m9E7OiYX6x365FPll+vvD068yqifqiLhe9+i7h5h2VdlPIp5VVvf38eOlKenU9LX2Xxnou2m0HomXuxH/h6deZXhOlf0Kx88LKT0tLC9v5pC7TZjUTblI2N5PmlhZimk5tyhkMp+ywPcfMaqJ8YbzcrOrt58cbNtEwY3taNYPt6qt9oRe/aNdvutUGez3/TqAyv8+Da9u5u1/S3Jp+6HVm+/CLVvxWF6Vde0b6G8UMg6vfXkV73QSa6yYk0+tCIb63YCda6moc2W4/aaUSdRk0vd21RgVMFAC1FSijBmulimIUs2JjFxff/hI9A+lLehPBkqqIMim52LS1n8v/8Qpt7VYz2GvHKZz/6d2YPslZ85MSXvxgMz/8x6vJtFMOmsOJi9SOd/lIDAZXglztIxDw716f+XTltD0PxnVue/oD7n1pFQATaiN849g9+NicJsbZNqe+5e7FH/LHx9/NSq9k+xgJcd3g/Y1d/NcvH6W2iO0eNcNgfWc/Md2ar1UbDTGtsYpwEQOdfTGNdSmH6UZDAaLdlZi7O/YZjOtcdserLF2dfqBkIlgykkPa/YyUktc6u/llylYhn2vejs/ManI8CB8zDP6xeiP/Xv8RAA3hMGfvPIu9JjaMu/2l3aDSwRI/sqJ3gK8ufrtoXbUPxvj526tY1z8AwO4TGjhz7kymVUUdPZ/ZPvp0A+/Djf4nMRhcCXK1Dz+j7O744MG17dy+an1WeiXbR6ms6B3gv595oyRdldPuKptbfhLBkmVdPWnpiWDJDnWlH9LuZ8phd+OGt30uNbrpQ4QQDwEz8tySpS4hxJIC2R4tpdyQ45rTDcR1oAsYwDqnRGBpqBZoGPo7F2qT8lGOP4Il2Ycaesn7G7voj+nURPN/9msfepuHXmtLS3vjwy2c+dunOXrvZs4/Zve8z/fHdD7/s0ey0m9/Zjm3P7OcKY1VFYl6jjaaGqo8D5YsaJ3MayvbK1KHYimkq1+cvohdZuVfgLhsbSf/d8vitLRtfXGuGDoj4+5vH1mwfSjcZbQHSxKYpmTNFmvbHCf7X2umRJfp74yeAY2eAY2QEIQdBDIHbJz0gbhBdGz2a0ZEXDfYtK2fs377lKP7pZSs7+ynL54+4BYSgin1UX5yz+sl10XTDaRPJ3AM6Ab/88LSrPR71mzinjWbuHyPucxtzP9G/6Crj8vf/CAtrVvT+PnbVof0TwcsoDo09gf03UIFS4YpVlc3LV/L4xu3pKW9ta2bC19exqHTp/A/c2blfT5X+/ALa9euJaA7t3NuounD2+WoYEl+lN0dH4zmYEkqyu6OLcZrsKRcdvfSNz7Ie4/b+LM3odgFaCl4Vzp7FLhejoBFCHB+6mY65Zp2cT1wZ5HP7AQkT2Ssq6ujsdHfsxbb29uRHetokD2Fb3aZNW1t0FfD6T9dybaMA94X7TydX5w0l5rwgOuxjP6YxgcrPqRGm+Sb72VQ09nvvN/T9vsv5ZwBctU9r/P7h98GQDdk8msKCOsw5d+vWU2t0c0Fn1lg+7yUkt3O+3Py79Q8ggEICMGyAY199q32XNd+0+28GQ0Vqctbazo5/VeP5WwfO57zKjVaZepSiDVtbdRoDdSb3QV19YUfrubZH51AS5P91hMrN3XzhR/+E7D2eTfNYTMQtjZ4z9s+2jesQ8TCnusW/KfdcunlxkeX8aO7Xs1Kv/TEhZyx/1QoUMbyFSvZsjHCcZesHXFdRsKaNZ0YhqR+6NDBrcBrnzkgp939zbI2blmxDgADSSJuEhAiufP8V3eexdk7N9s+L6VknwdeSP6dmsegYTBt2sd8odsXXniBoNbLcZe0Fb7ZZT5c3UEQeL+ImbpGht8ggGgwwLq2kbmM/bpBdUM1NTuX7Qi9kmlrayNcG6VmbhNSSj6eQ1dBIRDAmavbuP/QfZhZW2Wb3+qeAc58ygomScBMySM01B4OX91m2z42r11DpMofPrBfbO6atjbCVWFq5lqDae9u6+P8F99mW0Ygb+GURr6/y3Sqezpdq0uqVrymra2NQd2gOhQsqKsEhezuzavbiHa257W7du1jQDeY2jTNF7pdu3YtXZ2dRCp0aHU++nWDoIDvL5jNSfUCtn3kepm52kevrtPQUOMb7aa2I6/srt/sbXztGmpmT/G6Kq7ZuT+vWM+vlq3OSr9wl9ac7cOvNhcKv88TuGF3+zX/2NzRrt0B3eA7L7/Lq1vStzebEAnx4/13Y77eB9uKO+POb7q1q0s57a5uqhUmCu+RlC+gkQut8C2FkVK2A0VN1858wQSDQYI+nx2m6zpS1whW5Mi+/GhanPfWDlBblb4NyoHzpnPbeQdREw2Cy/Xsj2mcds0TDAzG0H30vcTjOloIHl/SxlF7ZTsicc3g2gfesO43TIIBQWBIj4aEQcMkEgrw03te4eufnk/YZgbJI2+uRdOs5hPXrfsTxDSJEBCPa+i67rmu/abbSmhlaVsHJ1/9CFszgiWp7aOnr5+VGw0+/t1/uFoXJ/T296NpVTzx5pqCugoGBF/8+b95+Wcn2uZ17I/uR9M0DNNygkLBYVvbFx/OM1f70LQ4AR/oFsamdq9/+G0uH1rpk8rlJ+/LOUfMw4ndjsfjbI7F2NZViR3Rc9M3NDDUbxrJlSHPrP+IT03PnsMRN0z+8K41M083peWYD0nTAAZNSTgguPbtlfzPjtMJB7IHvp7e1IGmxQFrpUrqapSYpvvC3gJomsZHHb1s3ebt7wMQ0w32aKzhoSP3z3vfgG5w7ovv8PKWbWnpEyJh/nDA7uwywemxebmZe89/MHSdgA8OLNXicfRIgIBh5NeVlAgEAQFnP7uEhw/f1za/U596FU3TMSVILH0n6E/J06596JqmbG4GmhZHD0LAMFi2rZezX3iLbfH0Lst+UyZw7T5zqRaAi5pK1YrXaPE4mmFQRaigrsBdu6v5yOa2trYSj/dx/6ELva4Kc+/5DxPDQb68w3au6jJBvvbxfPtWy774RLup7cgru+s3e+vX36cc3LJ8HVenbPmT4KJdd8zbPvxqc6Hw+xzcs7t+srmjWbsDusF5Ofzd6/edxy71VSXZbr/p1q4u5bS7muntDjMqYKIAa6stt7fM2hXY5HIZCpfQMwzVgfOmc/sFh1JTxF7ypdIf0zjlmid4/r2NrpdVLIlv5bTfPEH7zWdkXX/ibWtZsJRDMz1SHOzEgLSU1v/f98pqTly0U1YeF970HGAFXFIHtcEaoNY83tdxPLO0rYOTcgRLMttHZ88gff1liRuPCG1oSrcTXQURrP6oB90wCWXMptQNM7mixpSScMb1SCiAbkhCQZGzfXT1x5lYtk82dhiM67R91Mui795Vch6buwZY35k9iL79pBr+/PR7/Pnp9xzlIwTsUl94ENxt5t7zHwYNK1hiSKtTeN5L7/DOZw/Kuve59q3J/w+kdB4TpA50PLx+C5+x2abh+28sB6x3X+bWXX7apXzOnDnEZdw3g3eF9tquRLDEz+TTVVAIdFMSEIK1fQPopkkoY3BDN026NGtmtykloYw8nLQPhT3LtvXyvzkGg6/ff9dxvdWOH+yuwp4pFeiHQeH2scf9z1WkHqWg7O7YJl+w5PQ5Mz2oUXlQdnd0o/zd8tpdL1EBEx8ipWzNd10IsZqMLbuklCOxcGuA2TmunSylLGpatBCiB8i0AvbrABWjDhUssRiM60hT0tVvRc/tBjc3bRugqz+OlDI5kDRvRiNCwLvrraWZiWsX3foCv7jvjaw8Vm7uTrsPYO8dJvPBxi56B3WktLZSWr58uRsfU5GDYoIlVZEQs6siPHjExypdzSxa7nySNVv66Oi16p1PV4n0Rd+9yzZgktB+4t7aaIidZzTy+qqOrLzt2se6jl62xJRu7RhJgE0zTeI2s3EiAUHHtkE6tg06zytzzyQfIAusif2gy1rarpvDAxt3Hrw3QQGfe+p1AmL42vp++++iMxbPSnv7+E/w5eeW8vSmDpsnFIUY751HyK+r1zrSt2vo1Q0mRNLtbo+WPZtwz0kN/OUTe7Dbfc8ChduHIpsBw/Q8WDKgGwz6YLZoKrs31LJ6IOEr4Jnd3fWfz47sgyhGxGgPJiq7O3YZa8GSmmCQt4//hGNduWV395zUMLIPMs5R/q47dtcrVMBEAbCZ3AGT7JNi8yCECAJ2Jxd5v5G0YsSMpmBJTDPoG9SoqwoTCbvjzEvAGBqYXNa2Neu6ZprJ64mNG99Zt80mI0n71gE6u7KdGSN14HMoj9c/3JK197sinXLM0s9Ff0xnxaburJVX9VVhNnT0cOhl96WlxzQdWUSbiRkm/bpBbShY9n2yJYLOnsF0/eTS1VD6B+vSHZsEmdrsHtBy5mHXPgZ0gyqf+IzLly8nqLmjl2IZyaqOROcx8yVcaufRyaqBVNzUrlOqhlZMpa7oO+np4QPEEyv+ACYVaJepH/3UZ99kSWd3GWs6fhgNncdKateJrqps6lCdshowkceSzm6+/NzoO6zVLzY3pumsiuvUZAz6VjpYcu6L75Ts17ml3Q/7Bgk4nHHspt0dTYeLjzXcDpYou6soFa+DJW5ot98witKVW3Z3eXc/uzquhSIV5e+mU0676xUqYKIAWAUcmONadngwPzMAu5bnfEqrwpf4JViSbxDclJKtvXHatvRmXWueUsukumiaU1EKiTJ0UxIAGiIhvjavhXPntWTdu2UwzicffhHI3r8xM+3ZT+/PpGj2zng/fWslt61cj5TWIYPBjPobUtKvG8yZM2dEn6sc+GUABKzvxY1tsEwpGTRMMsc1ggK0uMF7a7dlPeNkln7MMHloXTuXvvFB1rXL95zDcbOmER2hUxMzTEJCML+hhoOmTymoq0Raru0Fdv3nM0D6zKbU5wNYy8NztY+jH3uFGh/oNkFHd4zePv9sm1YsXnUeK6HdBKm6/JqNpgCOndnE1W9/SEDY211dDqcdZrMnNMBpO23PbSvXE2B4SwQVLCkNP3ceK6ldKKyrVDNcZbN3eGpa6szTxGw9J+3DT/jB5mqGJJjhFnoRLMlsH4WohHb7DIP6QEjZ3XGKW8ESZXcVI2Us+7vF6Motu9ungtQlofzdYcpudz1EBUwUAO/nuTarwPVMsg9hsFhZRB7jHj8NPMc0nfqqkOfBkom1Ubr64zkHwaWU9Oc5z2NVey+r2nupCQaKmjGdr4xENmfMtnfOplRFaKmtpq1vgHBAZK1ISDgxtaGgbbAE4OvzW7lt5XqEACGH8xDCeoFkDlR7jR8GQMD6bnZ1cABxMZTaeSw0S399/yBHPPpyzuuXL1nO5UuW8+gR+7F9TVVJdU+UETMt/TrV1f/ba27OPH+93y584+VlhIb22U11aFL30s3VPvyk3dF2FkQmXnUeK6XdPt0gAAgK66oSdlfhDD93Hiup3QR+sLt+wS82N3E+UoLRECyphHblkLYS+4x7aXeVya08bgVLKqXdVJTdHVuMZX83YXPBma7csrvKzy2e8e7vZlJWu+vxEhMVMFEAvJbn2lHA40XkdYBNmg749zQ4n+KXgWfNkIRDgaxthtzANCUrN/fQM5j+uUMBwfQJ1QRybFWTWMmRWFaY2L8/4TQHhEibdfHMUfszucrecchFZhnb4tbsi9sP2jNvx+HuT+3Nwn89n/wcdvznqNyD+tWhIH/5xJ6c+uwSAiJ92W1iltPkHE5QpfHLAAiUNuicD7c6j1sG42lOTD7tHvHoyyVrN9NRcqKrz7dsx+datsuZ72EzpvD5lu24u22TNQvK5usu1D4UI8erzmOltSsEJEyol3bX66XhowU/dx6V3VXYMRqCJZXSbr9hEhTp9tMruyv8s5X5uGC0+7uZk+eU3R07jGV/1zr3Mdt2emF3lZ9bHOPd37WjnHb3H6u8PctYBUwUAIsBA7Czxl8VQlwrpWxzmNdJNmn3SSmzN7BX5MRPA8/Ndz7F1p4Y/f3uL88cNIysPZwFlpFdvakn51Y1Jzxl7dcpJcRMM2UvxGHjPGiYRAMBhIALXnmXP39ij6LqllkGwM711QUPRqsOBXn9Mx/ne6+9zyMbPkq7dsqOM/i/XXcsuARyr8kN/OvQhZz67JtZHZjffGwXfr1sdVGfRVEcbu7hXGntplJIV4dOn1Iw7x/uNZc9JjXwg4wlvrNqq/nDAbsxq7a6qLoqisPLPZwrqd0ETnXltt1V5MfPnUfwRrsJlN31J34IljgZo1J2V+EmY8XfzUTZ3dHPWPd3BwyT1HiHsrujA+Xv5qZcdrepKsKP38pu+5VCBUwUSCm3CSFexP4ck1rgESHEcVLK7E3vUhBCnArsmZFsAueUpaIKT6gKBphTV8WDR3zMtTKcvmzsVg10DMbpjFlH7cTTXgSwaOpEFn+0Nfk5Bg3r+usdXXTG4jmXp2ZiV8agYRIJONvrMRoM8Mv95iPlvOT2HLWhYFErIHaor+H5oxehmya9ukFVMJDc31EFTNzDzc6jF9rNJJ+unPL5lu34fMt2DBoGg4ZJXShIyGHbUJSOl53HSmsXYLeGWh46fF/HdXTL7n7h6TccPz8e8Xvn0QvtZqLsrr+oDQY9D5ZMiISJ5dlWFiqv3fn1NTx4xH5F6coNu3vqM286flZROmPJ37VD2d3Ry3jwdyWwa0Mtf/vU3kXrqtx29/gn820+o0ig/N3sLRAzKYfdPXzGFBUwUfiCv5P74PedgSVCiNuAe4GlwExgF2A2MBfYY+i+TG6VUn5kk65QACN/2Tywrh0AM2U/xAUT67n9oD0JCIGUkjOef4tXtmwjEghgSmtbl79+uIHz5rc6qqNdGZmHhDpBCEFdeGRmNxQIMCGinPNK4GbnETzSbo6tLcqhq6pgsGgnSFEaXnYeofLahdK3wlJ2t3KYEl90HjWb4HACL7SbC2V3/UFrbZXnwZI/HLA7ny0wSFVJ7YJVRqmDweW0uz467mzMMpb83UIouzu6GE/+bkBY74NSKZfdDao9uQri92AJVEa7usMDb0ZzP0oFTBQJ/gJcBdTnuF4NfGXon1MksFIIMVlK2THC+gEghGgCphb5WNpB9IZhYBj+3hA3FAphhsOYPnDGwpEIIZfqMqAbfOO1D3ijq59weDiSPSES4rf778a8CbWkDnvY1eWDvjjhcMRaZjjUsbtqv10hFEo++/295/H5oSWJMdMkHAiwIW46/kx2ZdQGQ659L8USCocJhUKe63os6fbdbX187ZX36JMiTZsLpzTy6/3mEw0FyT8XtHBdvNBuTOhKt3Z1GUXa/fOK9Vzzwbo0XQJcuEsrX5q9vWNdjqQuldZuRASUbu3q4jPdrtdMNjp8n7vFn1esh1A4p16UdpV2UwlHIkQi7tfDib9byPZXUrsRlG5t6+IT3UL5+mfl8HeVdrNRurWnGN267e86qUultBtxcbylWJR27UnopU9S1PiVW/Uo9J1UQruhsPu69fq3VwETBZDcluu3wHczLm0E1gHO98EYRgA/AtqwAjLl4FzgspFk0NvbS1dXV5mq4w5NTU1og730Tyg2NlR+Wlpa2K4mWva6xAyDq99eRXvdBJrrJiTT60IhvrdgJ1rqauh3UJfGGX00h6qJG5LI0LKP+KQm+muqkvcYkUGaW1usa0P3TWia5Pgz2ZZhSLarLf/3UgrTZjUTbmryXNdjRberevv58YZNNMzYntQTanZprOei3XZABoNZ2iylLl5ot0cz2K6+2he/kV90C6NHuw+ubefufpnURIJTdtieY2Y1FaXLkdSl0tqNmabSrQ1+023MNKlNmYmc733uBon20dramlMvSrtKu6m45eOm4tTfLVSXSmpX+Qr2+EW3UB7tlsvfVdrNRunWHqe6rYS/66QuldJuq4z4QregtJuLlpYWmqqj/L/1vUWNX7lRDydtqBLabWltZbu6Kld/n0Gz9FVX5WB0rotRuMWVWMGRVKZTWrBEochJovO4rKsnLT3xstmhrsZxXk1VUcBaapjY/uKm5euSeyqaUnL9e20AGFImlyS21jk/nM+uDE1WYq6sotKs6u3nx0tX0qvraemJzmO0jLMcvNKuYnTy4Np2bl+1Pis90XmsJJXWrmL0Ucr7fCTkah+ZKO0qKslo9XcVY5+x6u8qRj/j1d9V+J+NA7GyvM9HgtNtsCqh3fHg5qoVJj5ECPEQMCPPLVnXhBBLCmR7tJRyQ74bpJS9Qoj/Bp6ksDY0rAPdlYVXFEU5O48AR8yYwr1rNhEQEDMk0aDg3a4eTnl2CbtNaODtbd3Jew0TIkP+/8enTRxRGXaDz4Y06ddNokFBJFBaRyNuGsQMSU0oQFComHYlqWTnEbzRbqlIKRkYOpC2Ohgo6iDBBOVoH+MVP3UeofLazYeyu/7Dr8ES8Ea7Dvu2WZTb7ioqy2j2dwuh7O7oZiz7uwC6KTGkWZKuymV3DVPi7bzo0cl49XdvW1nYh1F213sGTJPaQPZK6kr6u5rDGZCV0G6QoZUrI9RVOeyuW6iAiT/ZBWgpeFc6exS4HilwPUEX0A9pK3PtcOoD9JH7XJRSuB64s8hndgLuS/xRV1dHY2NjGatUftrb24mvXUPN7CleV4W2tjbCtVFq5o7cSRnQDb7z8ru8uiV9ieeESIgf778b8/U+2NZXVF1qgEndW1nS2Y2EtH0a1/z/9u47zo2r3P/459Fqi7ud2E63nd5DOiEkECCXDqHDpQYIXCC0XAj1AoFLD72EeunwuxD6JUBoKUB6J9VOYjt24sRxXLdqpX1+f4y01o5G0qiOdvV9v16bWEeambOrZ86cmWfmnKJlRycm6E+lMGCX/l52H4o/UVzUNsZyE8xfMJvZBy1l3eAob7jqVjYMj01Z7oNHH8Bzlu0Waxt/2/AI77z2zillC3p7+O4pj2LFvMqZ/ofW3UffQPJxPZ3j9o6tQ7zlqlvZmpl68nj84gV84LA9mLVjc9PrkkTsbh/Pcn/K2LjHvKpxBTCWm+ALt63hp2s2TCk/fc9d+e9jDqK/p3qnqNz+sbAvze4dELfQ2bH7w7vv5/O3ryn53DmHreCF8wy2Pty2uhS0O3a3jWcn29uCpNrdTmlvofPidiyXY+/ZA7GO580StX9ExUtBErG7zuAZ994b63gOrWt3B7NZjlfsTtHMPm6xevq71erSztj910ObI/ehJNpdtbnR6o3dVvR3Oy121xk8fuXdsc+joPnt7mA2y/Gz5yluQyrFSrv7u3H2oXbF7rq1a5g/P7rf0u52V21utEI/d246uIQe9/pVsxT2j0p93GLtiN377lvLqlyOJ965arKs2e3uwI7B2PVpBSVMZJKZ7QL8nurJknI2A6uB44rK5gAvMbNvuDc+hpG7bwQ21rJMOEPZ09NDTwdMHFVJNpslOz5OqgMm2xrPZMj2pRquy0g2x5uvuo1rNm2dUr6wr5cLTjiEw+YNQJVtlKvLZ445gMf/8SoAeoDhcWcif0tn4fvvSxnZ/GIXPunYmn+f8DYymSzZ8V5u3riFl//9pshlPnDt7dy0cTMfOeagiuv+4I0r+cXa0jv6No3Ds/50FT9+3NEcvUv53TKTGSeVzSYe19M1bm/fOsjrr/gXWzPjU8pPXLyQLx93ELOMqrFZb13aHbuZTJacxYurkWyO43/3z8j3/rB2A39Yu4HrnvlYZqXLx92Nj2wvu3/cOzzM4g6IW+jc2P3eqvWcf9u9JZ859/D9eNW+uzcUl7XWJaydsVtobwvLV4qrVre72fHOaG+h8+I2NzHBBSccHet43gzl9g+yuYp/l3bHbo/BJp9IvN3NjGfJKnanaFYft1i9/d04dWlX7D7qt/+Y0uZCcu2u2txo9cRuq/q7nRa7PRYMnRz3PKoV7a7a22jlYiWJ/m7cfagdsWtlvqMk2l21udHGMxkyuRzjPlHT9atmKN4/wucFWuz6AAB6vElEQVRElbQ6dov/JgXNbneT/u71HJYU+ySwVx3L3Q/8N3AAcApwdej9xwFnNlQzmdZGsjneVObk8VsnH8lhC+c2tP7FA3386cknTr7uTRn9PSn6e1L0pYy+ojFd/vTkE9l1IO4DV+W3ATDhTHZiJjx4BLzwk8sfjH6x9kH+umFT2fX+Yu2Dk52YwnKFdRSeuHzZ5Tcxki1/sLh1646y70llt28d5HVlTh4vOOnwiidHzZBE7HrMuHpcvoMFU2M7W/Qo8AsuvaHs8iPZXNX9Q8qrdPJ45oHx7/5pxESF7ympdjdOXLWj3ZVS+84ZaPh4Hlel/aM3Vfn0pt2x607suGplu6tWt/VmSn93duhuerW701+39Hdn96TwfIwm2e6qmxtfJ/R3K2lH7EYNQaR2tzM163geV9mbg2JoR+y6U1dcNdrutosSJh3I3Ve4uzX5Z02lbZrZYuCVZd7+AXAw8GLgncAHgXcBLweOcve93f2D7r7F3UeBN0es4+11/jlkmmv1yWPBXrMHuOFZp/Dhow+MfP/jxx7MDc86hb1mDzRtGw+PBScd7uAEk2UVfnrMJhv8t159e9l1fvDGlcDOybZ6bOc6nJ0d7i/fsTZy+c1jmYoXNaW8pE8eC9oZu/35C4lx4mo438kZn5ga2+mUTY6fumZwhE2jmch1/M+qdZPbito/FLblbRobT/zk8fatg4zmKj8Y2q7YnVO0L1aLq3a0uxJtVowhS5qhGRdX2hm7ZsQ+nrey3e2cEaFnppnU3w1fvFO7O711U3/XzDCjpvOoVrS7HTQEf0fr9GRJQTtiN0ztbufpMZs2yZKCVseuQV3Xr+K2u1vGxiPX0S4akksKTid6Avcx4J3u/jCwMs6K3P06M7sNOLyo+Egz28PdN5RbTmaedp08FvT3pHjBij14wYo9yOQmGMrmmJPuoa+JF3EK23jfDSvZOJZhXm96shMCcNyuC7j+kWDM6uLO8mgux0Do0dbRokcM3aFwNePoXeZz0+bt9JiRc6cH4/v3rOddR+5XUp8/P/BI0363btIpJ48F7YrddMrIOkwQL64mHNIRZ329KWPCIWVw0fqNvOqA0pOar90VjJBabv/Q1bvyNowGbUuxdidLXnfFv2Ldkd6O2C1WLa7a0e5Kcpp5caWdsVvL8byl7a60xEzs7xZTuzt9dWN/d3Y+/pJsdwvzHEh50yVZUqB2VzrhSerip0LiamnsNnD9Kk67e/lD9c8j2wx6wkQKjipT/rt8sqRWV0WUlduGzEDtPnkM6+tJsai/t2WdmHK+f8pRk+M1Ft9BH3Wn9ki2tOy4XRfwo1MfNfm62l34SWfdp6NOO3kMa0fsxo2rCffJDvkvn3AsF5527ORnCk82jVR5CqFY8f6h8WHiSyJZEt4/4uiWdleS0cqLK13T7krTqb+rdrdTdWt/d/85O++UTqrdPWD+7Nif7UadkCxpZIQGtbvdqROepK427Gw1rYjdeq9fxWl3Rycanga7IUp9S8GuZcr/X53ri0qy7FLnumSaSfrksd2KE+NH/ObvkZ+ZG3FSMq+3tOz6R7ZFrmOX/ugxJfecE/VgmJTT6SeP7VYtrtJFd3g875Kd44hOOJN3Ox00f07FbcTZP6S86ZIsabck211pv064uNIsandnDvV3S6nd7Qzd3N/91/ahkqd0293u3rR5OyeW/2hXmy7DznYKtbvdpVp/9+P/uieBWlVW7/WrOO3uijnJJp/1hIkUjJYpj3pSJI6oyB6uc10yjXTTyePy/FiPPbZzrMWCnDupfA9nYV8v6Yi7AdKp1OR4kan844vFCmM6AnzsmIMi6/DUPZc09kt0kW4+eSzmRZ2QOHEVjstgAuOdZafutihyHV95dDAqY7n9Q+M7V6dkSalqcdWOdlfaayYkS2o9nrei3dWNpM3VTf1dtbvTi/q7gU5od6XUhoi5YDp12Nkkqd3tPtOxvxt+mqTZ7e5xuyb7hLQSJlKwKaJsxN3vL7wwswVmdraZXWRm68xszMwGzWyNmV1pZp8ysyeZWQqIGgSxnqG9ZBrpppNHgPlFJxy9qWDyteyEB50YjMIQk8WPKIb9z2OPBILMeoqp6+gtGqOyXCe9ryfFHrP0lEk1OnncqThRUSmu3nzIcmDnOKKF2JxgZ0forAP3Kfto8Gm773yoMGr/kMo6IVnS04FfU7W4ake7K+0zHU8ew9yJfTxvZbvbgbvztNVt/V21u9OH+rtBm1vLeVQr2l0NdRRfJ/R3O5Ha3e4yXfu7BnVdv4rb7qZTyfZelTCRgqGIssnoNLPXA+uArwBPB/YG+oA5wHLgJOBdwF+AfxFMIl/MgbubXmvpGN128giAwdXPOHnyZTplpFNGj9nkRekfP+5o9p1X/lHCfebM4kenHh2szqauo+DqZ5yMVbgdfzclTCrSyWO0anH1xkOW86IVewBBRzscmy/Zd0/OOXzfssubWdX9Q6LtMdCX+MnjiYsXlkwg2QnixFU72l1pvel68hhWHEZJtrvSHN3Y31W7Oz2ovxswo6a4akW7qzCOR8mS8tTudo9p3d+tM64abXfbRQkTKXggomzAzP7dzP4P+AYwL+a6DgMGQmU3uvvGRioonasbTx4L5vamufWMU/nqSYdPGafxVfvvzXXPfGysiVaP2XU+1z3zsZydz7QXfOXRh3PrGacyt1fTTdVLJ4+lls8eiB1XHzr6QP74byfw2KU77xA5cP4cLv63E/jAow6ounyl/eOoRZqEuJzF/b1t2U61/aNTqd2d+ab1yWOEWuKqVe3u0gHdXNEo9XfV7nYq9XdLdUK7K+UpWVKd2t2Zb7r3d5eG2rt2trvtoL1DCsr18L9H8CRJMQc2ApuB/SPej/K/ddesiJktBWqdtGH/4he5XI5cLteM6rRMOp1moreXiQ64u7e3r490hbqMZHO87fqV3LhtmN7enaGwsC/NV086gkMWzqFZU6pVq0s7hevyuL2WctleS0s+F/d37+/p4Q2H78cbDp86mp1TfdzxdG8v6XQ68bjutLgdT/XwpmvvZMhtSmwev3gBXzzxUPrTPU2LzXJGsjkmeno6Km53md2Pp9Oxx+7da/5cvp6/O6lYLX+7qP3jqktu6Ii4hc6L3XbEyx1bhzi7yv7RKW1uuXok0e52SnsLMzduf3j3/Xxh5fopcQlwzmEreMUBe1X9fjslbgt1OXROP4/fe2ms43lBK9rdF6jNLVFLrLS6v9tpcVuuLu1ud9XmRiv+juIcz1vZ3+202D10Tj+/Ov0EIN55VEEz2121t9F6+/qYyOV411EHxDqeN0O5/WOWpToqbivVpZ3trtrcaK1o5+rp73Zae7tXUXtb0Mx2N+nfUwkTKSg3cGHx3vsI8DHgp+7+gJm9FfhijHVvJxjKqxneBHyokRUMDg6ybdu2JlWnNZYuXcr46CDDC5Of0Hv58uXsPrs/si5juRzn37qajXMXsmzuwsnyuek07z1qf5bPnc1wm+rSbp1Ul932WUbv0qWJx3WnxW3Wnfk9KYrvvTlswTzOPWJfvKenqbEZpbB/7LN8BbvPm9UxfxfFbalOi91Wf0erB4f5xAMPMn/PvSruH50SL51SD1DcltOs7+iidRv5xbCzbMXUOyFftu9ePGOfpbHa7U6Kl06qi2K3VNzvpx393U6KlU6qi+I2WuE7ui09J9bxvB116aS/S9J1UdxGW758OfPSPTz/+Ee1PC6hcn/3li3bOyJWoHPiFhS75TT7O6q3v9tJsdKOuoxOtGfUhXI0JJcUxHlOfxQ4FHhOPlny6ZjrngckPwCdNFXh5PH2bTumlBdOHvedW348TZF2yIVmXCycPPa34U6FcvuHSNJWDw7ziVvuYTCbnVLezv1DJMpF6zby49X3l5QXTh5FkqD+rnSqsdxE4sfzsVyOsYl2PCcgM8XCvvbcs12tvyuSFPV3pw89YSIFcWZ62gt4XZ3rfg/wyjqWlQ6U6Mlj3Of7al2tOyO5oMM/qyelyc9mmKSTJTl33L0lcaXYlbjqSZYodqUdmn3ymHNnOJtrWVwpdrtD2/u7DsPZYBgUxa5U88BohoGeqfe/JtHfnciPv6LYlU5RS3+3HXGl2JWCZvZ3Fbutp4SJFLR6Bqx/N7Oz3b3R260vAC6scZn9gd8UXsydO5cFCxY0WI3W2rhxI5l19zH7gMVJV4W1a9fSO6ef2QcFDfhINse7r7mD6zZNfUxzYV+aT5x0BIdmh2DrUMvqsjKX4z1bN/Gfh+3LinmzGl7n6h0jfPrWe7n64a1Tyk/ZbVHFbYT/Lkl6aN199A0kH9edFrdjuRxz02mOX7yADxy2B7N2bG75dqP2j23jWdYZnHrX3VXjqhb1xK7iNlqnxW4rvqM7tg7xlqtuZWtm6sljpf2j0OYmHbuK22gzJW5/ePf9fP72NSXl5xy2ghfOM9j6cM11WZnL8eS77gaqH89rodhtjk6J3UrfT7v7u4W4vfquVZNlScWu4jZap8QtTO3nFiTV3y30cxW7Oyluo7Xj+4nb3127di33A6feuWrK55KI3U6JW1DsltOM76gZ/d21a9cyMdDLOx55uObrV7WIE7vtiNuBHYMtW3ccSphIQbke/yDwL+B4oJYB5IaB4tuu0sBjgT/WVbs8d99IMOF8bOEsaE9PDz0dPuRINpslOz5OqgMm2xrPZMj2pUjlcoxkc7z5qtu4ZtPWKZ9Z2NfLBSccwmHzBqCFdR7PZMjkclyy/iEuWf8Q/3HQMt5y6PK6Mt3uzpfvWMs3Vt4X+X61bRT/XeK64ZFtXP/IdnoMTlqyiMMWzq2pzpncBH984GEeGBpjUX8v/7bnruzS3xfESjabeFx3WtxmcjmO2XU+Xz7uIGYZLY1NoOz+MZ7JkjMY94nEYzcqbsvFVS02jWb43fqNjGYnOGjBHE5Zuoi+nsqjfnZK3ELnxW6tbUs1t28d5PVX/Iutman3Rpy4eGHF/aOwHyUdu+OZDJvNyWbGq8ZVWLPb3dGxjOI2Qr1x+71V6zn/tntLys89fD9ete/udbXbxXEL1Y/ncTQSu1F/lyTaXbW5pcp9P0n0d8NxC8nF7ngmwwMTOS5dvzHW8Tysme3uQzuG2UNxWyIcL9WO580U3j8ymSw9+X5uQZKxW+5Y1M52V+1ttFb0cYvV0t8dz2TYkcsxr3fqJdEkYnc8k+FBz/HN21bHPo8Ka1a7e//2IfZR7JZoNHab1d8dz2S4fWSEdYOls5y0O3bj/E0abXeT/u6VMJGCR8qUX+zuLzCzfuBY4PvAgUXvfwe4gdJJ3bcwNWECcAoNJkwkOSPZHG8qc/L4rZOPrPmgXC/3YKiNHjO+sfI+zOAth66oeT3FB4LshDNBcIAoSKes6jYeHMnE2tZtW3fwoktvDJWuBuBnpx3D4QvnVV3H1+5cy1fuXDul7CM3r2J2uofdBuJMQdR95vT0cMFJhzMr3foOX6X9Yyw3MfkTJ66qaUbsFlSKq8ufelLVv91INsfzL7mBtUMjJe+ddeA+nHO4xghO2u1bB3ldmZPHOPuHOx0Ru2uHRznm//4RO65a1e7uGM9yYtUlJY5KJ49nHrh3Q+suxC3U1iaWo3a3eyTZ3y2OW0g2dh8ay/CWq28D4sdVK9rdHeNZ9qi6VHeLezxvhnL7RyfFbhS1uzNfPf1dd8hMeN1xVU6tsQuwYTTDl+9cM/mZpNrdHeNZ9qm6hNSiFf3dRtvEcmqJ3fEq81c1o91945W31vw7NJMmfZeCDWXKbwRw9zHgVKYmSy5y99cCF0UsF/Xs1J4N1VASM+F0RLJkfGICMzBsslP+9bvuY/WO0gx7JffuGJ48EIzlgnX2pYz+ntTkT5xtPJwZ5yM3rSopL3brlqmdmJz7lMnIX3Tpjdy+tfKjhh++adWUg012woPxggnGC75ly/bKv3CXWjFnIPFkybdOPpKUGWbEjqtKmhW7UD2ujv/dP6ec/IaN5SY4/nf/nDx5nPBgHQXfXrWu6v4hrdVosgTonNjNh1acuGp1uyuNa2WyBHbGbUfEbhG1u50t6ZuDiuM26dgtajITbXelsk5IlhidFbthandnvkb6u/XGVTn1xO6EO15HXLWi3XU1u03Viv6uOw21ieXUGruZCsfoZrW7DwyP1fQ7NJsSJlJQuhcHHgEws0OBjxSVbwfeUGF9UXOi7Fpf1SRpa4ZGE0+WfG/V+slGOWVBdrvQqfj4LffUtK7zbw3CPedObypFT/7Wjj1nD7D/vNk1beOnazawPuJuo4IXXxZ0Ygqd6x4LsvI533nQeOGlN5Rdft3QCD9bE+Qzx/MHmnTKsPxrKS/VhjnJ4l5c6U+lJuvUCbEbN64+G9HBK3jP9XdO/nt8wie3W3wiWW3/kNZpRrIEOid2nfhx1cp2VyeSjWt1sgSg11I1H8/LUbvbHZJOlhTU0xctp5HYNaOmuGpVuyvldcqT1IWJ5zsldoup3Z35GunvFp7uSDp2MxMTGLXHVSva3S6b07ulWtnfbeT6VTn1xG6UZre7SVLCRArWEf1UyJiZ9RAMxVU87s873X19hfVFpQsHGqifJGgoNHZgEsmSwsHmwLnBJFY9ZpNBdsXDW6Y8KliJu3P5Q8Fkb9l8pxfg1088jj8/+UR++6Tj+dUTjou1jcLLN199e+S2iu/ocHzKiV+PGRNF67vxkeinRD5yUzBp7YRDb8om62sWvNbdd8mp5eLKQfNmxY6rcpoZu3Hj6sf3PhBZP3fnTw9smqxLb1Fsp4zJzjqU3z9GspUf45X6NStZAp0TuxYzrlrd7upEsjHtSJYAHDJ/Vk1tYjkzrd2VaJ2SLDlw7qya46qcRmK3IG5ctbLdlfI66UnqTovdArW7M1sz+rv1HM/LqTd2c07wqBZqd2eKVvZ3rYG+aDn1xm6Upra7Cd+ppoSJAODuEwRzkYQtAN4FnFBU9ld3/1aVVUbNj1NunhSZRpJMlgAM9KTYY1aQeytuYIey8SaEGoz43P7zZnPg/DmTrw9aMKembazaPhRZflW+416YcwXg7Yfty9sPC8YjTad2doaue2Rb5DoKnf/iTs8vn3Bs5Gelfeq5uFJrXIU1M3Zriauo+kXVBeDC04J1mO1MKJbbP3Zks5Hl0phmJksKOiV248SV2t3O1a5kSbFOiV3ojHZXSnXSsLOFO/Uh2dgFOCB/g5La3c7VSU9Sd1LsFlO7O3M1o7/bn0o1dA0grNHYrSWuWtXuHrygPce8mawd/d1Gr1+FTYd2Nwma9F2KXQo8LlR2HPCiotdDwOtirCvqaZKH66uWdIqkkyUFs9LNzfWORIyf2Ixt5GpIiPfUcNJTy3ql+Rq5E7WTY7cZcVVLHGtoo+ZrRbKkoJNjt5ja3c6URLKkoJNjt93trpRaMzTKfSNTx8hOctjZYp0cu8XU7s5M6u+Wp3Y3Wc3q70YN1JBk7LaqfawpXtXuNqRd/d1WHc9btY3pejzXEyZSLGry9ucBfUWv3+fuq2Osa35E2Y111Uo6QqckS0ZzE9wbMYHVnJgdo7lFn7P83RgPDI9OuXtj5bahmrbx2KWLIsuP33UBEDy2WHj08Au3r+YLtwe7UPEdISctiV7HAfPm5Ou68wJzpbFIpbUaOXmsNa7Cmhm7tcRVVP3mlqnz8y7ZuY5Uvo7l9o+5va0fRqKbtDJZ0kmxWy2u1O52niSTJZ0Uu53Q7kqpThp2drTo4kSSsQtw9+DOcfPV7nafWvu7nRS7xdTuzjzN7O+O+0RD1wDCGo3dWuKqVe3uXdsrTxIv5bWzv9vo9auw6dDuJkFPmMgkd7/GzFYBBxYVzy769xXAV2KuLmqC97/WWzdJVo9ZRyRL+lLGqsER5vWmp0wGedruu0427NWYGY9ZsogrH95Cip2dief87Xr2mzebkewEG0ZGAapuo/DyA486IHJbx+y6M2+Yyo9FWui4BGND7lxfub/tV086jKf8+drJzlCKneNAjhfG0u2cpxZntEaSJXduH+G5l1wPVI+rcpoZu7HiCnjKnksi62dmvHTfPfnJ6gdIp4zxCSdtNjlJbDBZXLBcuf0jbgdOqmtlsqRTYtd9amwm1e7qyajaJJUsWbljhNMvviZ2m1jOTGt3pbKkbw5aNTjCs/56XU1xVU4jsfvn/NjhceOq1e2utFc9/d1Oi90CtbszSyv6u/Ucz8upN3bTZpNDHCXd7kp92tnfLZyLJB67Za5BNbXdTXjySD1hImFfLlOeAX4P/KeZvc/M3mhmLzGzo4mOo3BkX+Pu65pYT2mjfecMJJ4sOffw/ehNBaGWc2d8YmKyU/DOw/etaRvvP2p/IGjosxM++TjuvTuGJw8Ecbfx4hV7sM+cWWW39bPTjgGmTuCW82BitsKBo/CZKHvPmcWLV+wxWd+UMVnnXp1Jtk2jE8KOe3DnXafEbty4+sRxB5etyzuP2G/y370pw9k5SVxhHdX2D2lcK5Ml0Dmxa8SPq1a2uwn326eVJJ8sGZuYqPl4Xo7a3e6QdLKkoJ6+aDmNxK47NcVVq9pdaa9G+rudErvF1O7OHK3o73oD1wDKqSd2642rVrS7ujGodu3s747lckwA2zNZdoxnuXnzdlZuH2THeJbtmSyD41mGszl2jGe5a8t2nvGnq2P/rMmvZySXY2g8V3UbED2XSbPb3STpCRMJ+xbwPmD3UHkf8NEyy1R/Lgs+0kilCsxsKbCkxsX2L36Ry+XI5Tr7lvx0Os1Eby8TPcnfgd3b18e8gf621OWHd9/PF1aup7e3b0r5OYet4BUH7MX5d60jl82RTvcwkO9gnHXQPixfOI/SERbLW75wHm88bH++vWodvb2Qw6eclJkZaai4jd6+Phb3pPiv4w6puO1Dd13IT590Ai+//OZgudD7P37c0Ry6cE7FdfzXcYcwf9Ysvnf3+pJ1LJ87gGGk0+nE47rT4jbdpLqMZHO87fqV3LhteEpsLuxL89WTjuCQKt9fb18fuWwOT/dUjatqGo3d4r9Ltbj6yeOOpjfdU7Z+vT09XHPG43jyn65hKFv6qTcevIzXHbxP2eXTvb0dEbcwfWP3jq1DnH3tnQy5TYnN4xcv4IsnHkp/he8vbl06IXZ7+/qY6MnRm05XjStobbs7nkopbiOE47ba8byRuIxTl1w2x0RPKtbxvJpGY7f475Jku6s2t1RvXx8TuRxLZg/EOp43S9T+0UeKFDCRnzw7ydgtbnOh+vEcWtfu5rJZxW2EZvZzC+rt7xa3uZB87Ib/Lkm0u2pvo9Ubt63o7/b29ZFL7YxbSC52v3j7anp7IFd00/7Svl6u37KDM4qG6Yqy15zZ3Ds8ml958L9s/r395gzwvhtXVa3zvL5+No0Hiajevj7WrFmj2A0pF7vt7u/29vWTipHVSmOsH3NqHYqkv7efbMyJbHqAjVnKxmhxXNGzsyZ9qRT7zxngRZffVHH9+82fyx3bhkhyOBUlTAQAM5sFvJNggvdwsqSa2VXe/5O7R82PUo83AR9qZAWDg4Ns27atSdVpjaVLlzI+OsjwwlpzQ823fPlydp/d3/K6XLRuI78YdpatWD6l/GX77sUz9lnKcL4uYxMTk0P5PHfZ7rxg+e4M13HL76tOWsycPfbkV/c9WPFz5baxfPly9on5d1mxcAn/WLEvqweHuXXLDiaAQ+fP5aAFwfiOcTKOZ528hDMfcyw3bd7BuqER+lMpTl66iIV9vZx73R30Ll2aeFzPxLgdy+U4/9bVbJy7kGVzF06Wz02nee9R+7N87uyq3184biG52A3/XSrFlRMvNi9+6bPZPj7OtZu2sX08y5KBPk5aspC0pSouv9s+yzoibmF6xu7qwWE+8cCDzN9zrymThh22YB7nHrEv3tMT6/urVpdOiN3ly5ezsDfNBScfUTWuClrV7v7lgU0MKG5LFMdtnON5q+sSjltILnbD+3NS7a7a3FLLly8n685nTzg01vG8GcrtH6O5CXLukcNVtjt2ly9fzpyeHl578D6xjucFrWh3f79+I0sUtyWafX7WSH+3XJsLycRu1N+l3e2u2tto9cRtq/q7leIW2hu7vxoG3DEMg8mhsUZjbMvYeXdwLn+hO5VfT9x1LFgECwDHyeHMX7hQsRsSFbtJ9HcP2m9fxnIT9Fv5waJO7VvM4/viD8dVzN25LPMIf89sqvi5U/sW85exjQCMlhm4qjiuComjnnxkZmLWZ685Y9y9Ns4U2q2hhIkU7EaTngIJWQO8tAXrlRnkonUb+fHq+0vKCwebsCMXzudVB+zFnrMH6t6mmfHCFXvw2KWL+MnqB7jhkamdgmZsI2zfubPZd261/GJ5aUtx/K4LJid5k9YqnDzevm3HlPLCyWM932Unxm4z4mp+by9P2mNx3ctLbVYPDvOJW+5hMJudUl44eexvwZ1YScfuvN4e0hVODsppdrt7yYOP1L2ublDr8bwVwqP4JB27UdTudo49B/oaaiNqUWn/+P4968mF7hpNMnZ36U9zytJd6tpmM9vdKzZuqXs9Eo/6u/Gp3W2vVvd35/SU9iuTiN3+lLFLrpez5yc/D87Xh1azYJ99kq5Gx0uyv7uUPpamB1iVHZxSvl/PHJ4ysBuLU31llqzOzDitfzFH9M7nL2MbK27j0rFNLCHd0rhdN7Kdc1DCRGamB4Enu7uuLkhZtR5sDpgzi/cetX9Jeb32nD3AOw/fD3dnNBfkvgfyw3hI92r2yeO+cwb4/ImHNzWuFLvdqd3JEsWuxLU1k008WbJ6cJjMxAT7zR3gE8cd2vS4UuzOPP0RF8xaoVp/9/v3rOeAObP46HGHAM2PK8WuRGlWf7dTYjczMcHG0QzvuOa2pm2/HhtHM7BO07c2oh393T1m9fOZEw5rWZuodndmSvrmoB7gJbP2xt3J5J8q6sOaGleLU30t38Z0oISJVPIg8A2Cobrm1LH8LpRO/t6oC4ALa1xmf+A3hRdz585lwYLOvkN/48aNZNbdx+wDkr+DZe3atfTO6Wf2Qc1v/H949/18/vY1JeXnHLaCF84z2PpwdF0Obs2BqJYgb+XfpVYPrbuPvoHk43qmxO1INse7r7mD6zZNvRtoYV+aT5x0BIdmh2DrUM11mXPwbjXXJa64sau4jTZdYveOrUO85apb2ZqZevJ4/OIFfOCwPZi1Y3NL6pJ07Cpuo3Va3I7lcsxNTz21KHc8b4XC/rF2aJR5C2azawvjFhS7jeiU2G3X9xOnv7vq3nvZmE5z1rq1La1LHKu2D5OeN0txG9IpcQvNid1m9XcLddm1Rednxaq1u2vWrAV30mWGiGmXLM7CXXdR3IbEjdt29Hcn+7gHLa3rQletKm1j7dq1jGbT+KL5FT7VHg/suI+xxfMVuyGFePlFarym61etqEdxrBQ/SxJv5pHaldvG2i1rGKe3pXHr2XYMllqeEiZScGTodQ54trtfa2bfBM4BXkEwdFdcfcBngWc1p4rg7huBjbUsE86C9vT00NMBE0dVks1myY6Pk+qAybbGMxmyfamm1+V7q9Zz/m33lpSfe/h+vGrf3SFie62qSz06qS7Z8XFS2WzicT0T4nYkm+PNV93GNZu2Tilf2NfLBSccwmHzBiJjsxV1aYVOqkunxC1Mj9i9fesgr7/iX2zNjE8pP3HxQr583EHMMmqOzXrr0m6dUg9Q3JYznsmQyeUY953TW1Y6njdb8f6RyWTJjvd2xN9lcGSENdlxnvWHK5KuCuuHx+COOxS7RdrRtsTt745lxtk4lmHLUJwR51trlAnW+oTiNqRT4hYaj91m9nc7qZ0bz4yxzAf41C5HJVqP92+/nV1XrFDchsSJ23b1dzspbgdHRtjFB2A8W/3DLZbNjJNVP7fEeCbDg57j0zevLHmvnf3dsbExsjnviFgZz2TIQmvrkk3291TCRDCzfuBToeLPufu1AO7+AHCumb0LOIIgubIHMAso3JLypTKrf5qZLXb3yrMGSVepdPJ45oF7J1AjkeDk8U1lTh6/dfKRHLZwbjIVk653+9ZBXlfm5PGCkw5nVpkJK0WS0s7jedT+sX54jGf86eq2bL+SnMOWTJbBzET1D7fYOM6ipCvRZWrp7w70pNg928snE77QC/DizdcobmewZvd3HeuYeEn+EqI0op39XcWt1GIsl+P+bI5UaPycPQb6uHD1/VwYMURXs43kJhjJTbTsSRIppYSJALwNOLTo9SrgQ+EPubsD/8r/TDKzFZRPmPQATwN+2IyKyvQ3E5Ml7s4lD27mLVfvHC/3TQcv5zUH7h27YzeSzfGlO9bwg3uCg+0u/X389zEH8vjddum6sSKT0E3Jku3jOdw9dlytHxrh7Ktu5+4dwbAMJy9ZxAePPoB95syKtXy5/SM8MbNEU7IkOEkpuQDusD2bY+3wzruxl/b3saS/t+RkppwJh4dGM2zK/23TZuw1q5/56Z6yA4quHx6DVavq/VW6QtLJEuicJIUDKYx3zD2AR/UuiN3uPpwb44tD93B/bgSAw9PzeeXsZSzt6Y+3XXduGt/Gl4bumSyba2kOPPDAmn8Hqc907u/2kWIv+kqSN1FxdcbAHjxtYDf6Ld6xaMxz/HJkA38aewiAedbLa2YvK7t/vH/77eyquG2aVvR3OynZ94rN17GGUd669ZaKcRWlme3usOfYte7foju1u7/baXFbLkqTaHellGM4Tq7o/DWNsWkky6aR1qe8HMiQfL827BGyvHrL9UB9cdVou9tqSpgIwJ6h1/OAK2toPPuqvP9pM3sHgLsfXVvVZCaZzieP5QyOZ3n0RaWP8l5w11ouuGstPzr1aI7ZtfK4jjc+sp2X//2mKWWbxzKcfVVwgfnqZ5zM3F41163S6mRJ5MXehIzlcqwdznHEb/4eK64+ctMqfrpmw5SyKx7ewlP/fC0vWrEHHzq68kWMSvvHjvEsJ9b+K3SVpJMlnRK7UXfpj0acNGwYzbBhNEMfqaqjl09QeuKRc+fe/HA4A2XWoLudK+uEZEmPwQof6JiLIBkm+GL+QscFC49mVpULHD8Yvo9LxqaOgX1bdjvv3n4rp/Uv4VWzl1VcfsRzvGnrTSXlmycytVVe6jYT+7vl4uo3oxv4zegG3jfvYA5MV+4vrcoO8vEdd00p2+HjNe0fEqjn+DzhsGZolKHQsDE9ZuzW38u5dU6UPpbL4fTWtWyr1BpXrWp3ZapycTuSm2D10Cg5n3o31ZyeHh4cGuEFf7uuJXXptLgNU7vbOQZ6Uoxkc8zO/61ePGtvnjrQ2rnyCtZmhzl/cBVDnmXQc02fJLoR28kym+Bv0u52tx10BU6i7J7/6dT1yTTUjJPHTrl4BzCcDepy2K8vnywr7uNZ/j9n/O06Dp43i75U9MW3sdwEKwdH8iuYOpFWIWd52K8v58j5c8re8bxyxwizdcdzXdrxZEmnPfLdk4+jR190BbeecWrZO0A+d9vqyWRJzn0yvlNmpAx+tmYDSwf6eOMhyyOXd/cpyZLidfTobqaqkk6WQOfErgPLCcYkd3des/UG5uY75zmYbHxTZpPN5KfmH1H27qQNuVHet/02+ujBCZInhXUUx+Z3Fh5bsn/obufy9hjoSzxZcuLihfxz45aOGt+i+Lj+pq03RcZVwYUj90+ePBbHtpmRAi4de5iF1ssZs/aI3pb7lIsrxeuQUq3oV24aG2fDaGlyqtqwHZ188a5SXBXa3Y/vuKtqu1u4aFeu3a22f8hO9RyfM0yU3GpgQNqNtTvG6q5LBzW3QBBfOffYcdWSdlciRcVt4c758JEqBWSyzsptIy2pS6fFbZja3c6VVLKkUxXHZrPb3WN7F7S28lUoYSIiLdesO+065eJdUBfYnMlWfjAy3/O7Y/sI/WXuVh6L6CCGlwe4fdswqTIZk1EmmF2lvlKqXcNwddIj3y/efA05hx35ydke9/srmd9beuF9wuG27cEQXO47E4BBQRCaZvCJf93D/619kKi+0Pbx3OR23JnyGc+vY5USfZFGchOJJ0tGsjnAWUHyd+oXD1Vw8/i2yfKsO2mzyeDKEYRpCvjM4Co+veCIyPV9LH/yOEEQhz0wuY7JdQI3jW/jmL6FTf5tZq7F/e252Fstmfio3/6jLfWIy4gXV+M+we9HHwSCi30ps8kTTS9ax69HH+AZA7uRttJ+RaX9Q4Nel2p2vzKLk434Q8cZtqNzL4Wo3e1EtfQtxzzHFwbv4c7sjinlcyzNuXMPZHm6sbOISsMJJcEILtol2u52kFWrVsGO4Y644dBwluVvgIHyF4MPSc/j7XP3jz3kVD06LW7D1O52VuyO5Z/MU7KkVK1xVUu7e1Rv5ZFaWk0JExFpqWYOS9BJF55fsfk6cjizLTXlLqZixeXfXnhsyWdy7py19YaSz075DPmDEPDdRceVvH9jZiufHFypcclr1E1zlkQpjL9679Bo5NBDE3jpHXLha0D517dvG6Yn4pSjJBmoi3WxrR4aZXYoKdLuZMmbrrptyji9neI7w/cBQZsZvijRky/HjIcnxiLb1Zz75ImHR7yfNptsd780dA/f7SttdztFJ51IFp66bHVd4gzb0Yl36seJq1vHtwOFhLRNaVWN4I5Sz//72vGtPKZvl5J1VNo/pFQz+5V/HH2In46sLymPe3Glky/eqd2dvlqdLOlkand32pLJMZhpzZMatSi+7JtksmQ6ULsb6KTYXUw68WRJtSGHk9bsdrfw2aQoYSK4+9uBt9e7fH7S99UVPvIEd7+03vXL9DUTx3Aulou4AvydhcfyycGVrMwOTikf8RxzbWqTO+ylD23vn57L++cexGvyiZSSW/ND1uWS70BMN92cLOkjRYYJ+klNdpyjEnG/HdnAr0YfmNIBP2/eoaSAD+64A9iZ5HvewJ48K2KYgsIEcMXrKN4/hj3XMYm+TrvwDDufAoLWjuEcFh7jvNNyJjt8vKSs3e1uJ+mUE0mn9ROtxx22o2Pvw4t5PJ8o0+6m2NmebspFD59Taf+4qehu1aR1SpvbrORao8mSTqd2d3rq1mTJvgzwEPmYTajdPaBnTkO/QzMdeOCBPLJ1lI/NPyzpqkwmhpUsqU7tbufF7oI2XT6vtH8knUCIUu/1qzjt7taJ0v2gnZQwkdjMbAlwArA/MB8YBx4BNldYbDPQWWMjSFsknSwZ9wlGfYIBS9Eb8fh0UxUdED42uJJ7Qp0YgL6IOvQXl+XXcU92kE8Oroy96f5W/2416JQLIFD+budWTXhZSa0XZNoau2UU4sqK7vA4L58ogZ13hADMS1XpSsTYPzpBJ114hp1PAbV6DOewqDHO4+qWdrdTdNqJ5F70tewJ0FourtRzp77a3fbrhDa3Gcm1pJMlanfbp5P6udX6ltMhWdKq2N1ApuwwxmGtanfXT4yyay2V7iJjeOLJkjHPkam7t6t2V1qnWn/3rC03NrT+VsRuvdev4rS7s1PJJk+VMJGqzOwFwNuAx1J22umyvuvevEH3zGwpsKTGxfYvfpHL5cjlOns6tjVr1sBoljMuuSHpquA9PfSk00z0xG+sfnj3/Xxh5Xp6e/umlJ9z2ApeccBedXdPevv6SKfS0BvddI37BNdktvD9kftK3nvFrGWc1Leo4QNDYRsTfWl2JU3WnDTB2KA9wH1k6O3rwwkudBb+an19fSXr6sv/TgCpwviNwOr8OnIEjbQBz+rfI/L3PqlnKT/KbiCdTice1729vWylh3uGk9+/evv6GIKSuowzwUSqh56ig68BvaR4YMxpxVSNqd4+euktG7fQvtjt6eulD6ffeqrG1S9yG4Ho8ZiLy46dvRgiTiKfNndv/pLZWHb/6PNcR8QtwKGHHsoj19/Kh+cdmnRVeM2WGxhnglnWw8Hpubx5zn5tO3n8ytC93FV0IjbkuY6I3d6+PtL5elSLq1a3u+m+3o6J23Q6Tbqv8vfTLsXfUbPdlx3mC5k1ZHpT9LLzOy23f8StS7tiFyZIWU+s43kr2121uaVes+WGqm1cJX8a3cgvcxsn25SCFwzsxZMHlta0rlr2oVbHbrguSba7ndTmdlI/t1LfMjie38c9qbEpsTnHejhnzgEsa3KypNNid5wJ+q0n9nlUK9rdkQ5qbzutr7AZp9/iHc9bobB/pGvst7QydqP2oaTa3U5qczstdlvVzy2I09+tpx6tit1CH7fXemq+fhW33T1sYBGM3F9z3Zol+ciTjmVmewE/Bh5f5yq2AJ9qXo0AeBPwoUZWMDg4yLZtnTMsQZR99tmH7VvnM9oBoxnvvWiCnt4e3rhyY6zPb81k2ZTJsuveU58iWdzXyxUTaa6IuZ4oe+yzD7t7Hza/9CR068Q4Xx66BzCWsbzk/cuAy9jKW+bsz8JUfcMvFG9jha9gT/rYYvmxQQmePgSCI4RDKv/1PWtgD6x3QeQ637H7Y7lwNLgzcaKwosJqbGeG8qlzD8IiDmQLgQO272Dp0qWJx/XJJ5/Mttvv5g1z9k20HgDnbb+TJaQ5e/4BAGR8gp+O3M+a3NCUz82yNC+btTd79Ay0vC5RcQvtjd29Fi4nxc47OyrF1dGDGTZ7MPzARGgMnEJs91sPC+buFbnN5/piVubvNonaP8aZ6Ii4BVi6dCn9y5dhc2q7wNUKyxesIMsEB6fn8eJZe0XeNdZsGZ/gwpH7GVm0K8uK7okc9Qn2JLrNhfbF7h4Llk3Wo1pctbrd3XNoiAWK2xLLF6yo2M7Va0NulAtHtrPr4r2n3K27omdO2f0jTl3aGbtG0ObGOZ63st0dd7W5YY3E7ZWZzVwzli6Jn9P7l0bOc9CsurQjdsN1SbLd7aQ2txP7ueF4KXc8b2V/t9Nid5wJ+kjFPo9qRburPm60Qh+3+OmHSsfzZiveP1b4oop93GKtjt2ofSipdreT2txOi91W9HML4vZ3a61HK2O3sD/3Fs2s0ux2d17P0uCqckKUMJFIZnYQcClQOjB9fOe6+8PNqVF32Weffdi2Y6wjOuT/tf12to/nGB6PHre1WA6PnNejB2PrWI6tY43dqVBu6UHP5g8E+c9FDLrfk294vzx0D+fMPaBknM9qwtuA4GBw5uzlfG94LUZoqMb8v4/pXcjRZToxAIf0zuXo3EJuGt8aHGoicmRnzl5esRO5W6o/7q/RlZJMllSTVOxC9bh63ZzlfCrfUU9FxCXA2+fsH/0GwePhFfePTpsco4P0kWrryWO5/SNX4QHRpGK3alzRnnZXWm9DbpQfj6xnJBSHjV5caXfsGjtDLNF2V5rmysxm/jJWegNQvcmSuNoVu+GhatTuTg/q7waxm2Jq+5lIu6s+biztTpZE7R/VtCN2o6jd7R7Tub8L0e1ms9rdh0aTHVJWCRMpYWa7An8mOllyPfAbgkneZwGnAi8neqiuI1tVR2mfNKkpd+qXs/PkcWooNPPk8bztd0aWf3NozeS/sw7piGgsLv/5yAOcOXtZTdsOb6Ngn55ZvHHOfnxv+L6Sg9yLBvbm4N7qE4g/a2B39u6Zxe9GN0wpX2R9vHT2PuxSJduvCyLldfLJI7Q/dgHSGGfP2b9qXPVZivfOPZjfjG7g9uzUCeZO6N2F0/uXlDxCG1Zp/9g1Vfr4uAR2IZ14suRls/bmG6HYKZZE7BZ0QrsrrdWqk0dIJnbjxlWr211pXFLJElC7K+Wpv6t2d7qZDskSaE/sjpcZsFzt7sw33fu7Ye1sd9tBCROJ8k0gvKfsAF7u7r8tFJjZfsBHKD+vydvM7GJ3/0MT63YBcGGNy+xPkOQBYO7cuSxYUD4T3wk2btzII2vvw+fNSboqrN2yhnF68UXzy37mT6Mb+flo6diCLxjYi5MGsjj1D8NVrS7bJsa5Y3uQOR93p7eoYT00PY87iiY7zLjTZ8Z9wHPn9zA/ZgchahtDnsPoxxfNZ1fgHcwn586I5+izVP7gNowzHGsbRwNHswsZnyDjwfwFPWawZUvVm5Qe2HEfY4vnJx7XnRa3GXr5Uu9DU+ZkgJ1jOO+e3o6zvcwamufeLasZp69kH0oidjNMsC/9LFq0a6yb33qA55Hmub6I0XxnfiA/zAE8HGsd5faPD+24g9SSRYnHLXRe7FZrc5shas4SmLp/lKtLu2O3uL0tSKrd7ZT2FmZu3N6XHebzQ3cz5FOfKz04PZcXzllAr22q2PZUqksSsbsv/Zy96MhYx3NoXbv7scG72LjbRsVukVrjtpX93Wp1aWfsRrW5kEy7qzY3WnG8xDmet7K/22mxu5x+3rvwiNjnUdD8dvdDO+5QexshiJUJju5dEOt43gzl9o/hMu1csXbF7upta6BMXdrd7qrNjdaK87N6+rtx69GO2F2zZQ170cu7Fh5e8/UriNfuejZejLeKEiYyhZn9G/C8UHEGeKK7X1f0ub2AvwC7V1nll8zs0GZN/O7uG6G2sxELZSZ7enroqWEC8yRks1mymXEYT/4OlfFMhiyUrcsfRx/ipyPrS8pfPGtvntyzS1N/h6i6XDW6kfFMMHhAoWHer2cO7593MCkzvM/51OAq7sruwIExgknS/jq4gefO2jPWdqO2kfUcWVJT6tIDBPd5TOR/ateX/6ll8vFsZpxsNpt4XHda3K4nwwPjUw+ycyzN2+fuzzLva0s9/zj6EMOZMbJYyfaSiN1MRNzGYQSPFAbqG1ovvH90StxC58VupTa3GcY8xxcG7+HOos4ylO4f5erS7titFLftbncVt9GaFbdrs8OcP7iKoVC38ZD0PN7ct4z+rAOVt1GpLp0Uu9U0u91V7JaqJW5b3d+tVpd2xm61uG1nu6u4jVaIl7HMWKzjeTvq0imxO0GKnmx9bWaz2l0fzypuI4xnMqSAN8+JdzxvVKX+7vBEturxuV2xm8lkqtalXe2u2txozT4/q7e/G7ce7Yjd0cwYWaAvO1Hz9atiFdvdbLLfvQark7APRJR9OJQsWUqQLIkzwcYBwEubVDfpMJVOHp86sFtb6rA2NwJAzp3CYf11c1aQyifKzIxX5R8tTOU/B/DwRKahbfSq+ex4o6HO5BxLc+7cA1ment2W7ZfbPwqSil3pbpVOHuPuH+2OXekOlU4e3z53f/qt8VZMsSv16Lb+rkwPE9Dw8bwZslXuJVbsSrHd6GvK8byaav3dOIP9KHalFWZKf9e7YLImXfGTSWZ2OMGcJMU2AZ8p+syuwF+BQyI+dwRwfMSq39jEakqH6ISTx0BpQ938pnvmHwxmuk5LlgQUu9JezUiWBBS70lztOHkMKHalNurvSqd6iEziyZI/jj5UNWGi2JVi7bgAqf6udKqZ1d+d+ZQwkWIviSj7rrtnAMxsEcFk8EeEPrMZON3db3P36wkmhi92kpnFeRpFponOOXmEJal+AHrMJp8n+P7wfXg+Sz7hzrfyE17l8p8DWN4zi7iitlFucjbpPJ2ZLEkudqU7Ne/ksf2xKzNb+04eFbtSm27t78r00OlPUhcodqWdpmt/V2a+mdbftVjPaU1vmsNEij01ouznAGa2gCBZckzo/a3Ak9395tAyx0Ws+2vNqaYkqZNOHgGe2L+E345uIMXOCavuyu7gNVtv4LD0fG7P7pzkcKJowqvH9O3S0Dbqufjs7ozkl5xFqmR+nThy7gx7jv7JCd+kkk49eYRkYrecZsRVxicY8wlmFyZ8k47RzJNHaH/sQv13RTW73ZXmaufJIyQTu+Wo3e1s3dzfheACSs69rrhqZrvrFfouspP6uztjtxK1uzPbdO3v/mRkPQ7smMjWHVfNanc1nGhrzMT+bk/MhMl0vn6lhIkAYGZzgGNDxcPADWY2H/gTpUmQ7cBT8k+VFPt7xCZORQmTaa/TTh4BFqR6OTA9l1XZQXrNJg8IwJQDQaboQDDPepmf6m1oGwDjMS/hjfsEPx25n7+ObZxSfnzvIl4/ZwW9MQ4cD+XGOH9wFY9MjE0pf/Xs5TF/i+6Twjri5DFdpjORTOxOfb9SXD2uf3GsbVyf2cpXhu6ZUjbH0rx/3sHs0TMQu67SGs0+eYT2xy7AGkZ589abY8dVq9rdYc+xa+zfQipp98kjJBO7YWp3O1+393dvHN/GfYxy1tYbaoqrVrS7w54j3l7RvTo5WQLtj90oandnvunc300R9HPfuu3myTon1e4Oe46lsWsvcczU/m61dEkz2t3bxndU/1ALTa/0jrTS0ZTGw3XALOBi4MTQezsIkiXXRKzrWmA8VBZOtsg00wknj+XSE2fP2Q8IGu1eM7LujId+em3nQ4P/Pf/Qmrcd3gbAesa4u8wFkYIxz/H6rTeWdGIArhvfwuu33siY5yquY1V2kPdsv7XkYAPw3eG1bMyVlgvsTl/iJ48vnrV32YQJtD92i1WLq+8Ora267u8MrS05eQQY8izv235b1f1DWqsVJ48F7Yzdgrhx1ep2VxqXxMljQRKxW6B2t/N1Qn+3HLW7EtbpyZICtbvSStO9v9sbugyndnfmmOn93XKa1e7+ZGRd0+pUDyVMpCA8iTvAGuCPwEmh8kHgae5+VdSK8nOehHtS+5uZnmiapraRTfzkcW12mEyZgbAWpHo5f34wtY4BaTN6Qz+FA8H5849gQQ2Z83LbKPjYjrsqdkTetu1fQJDsKTzmWvgpJIA+tP3OssuPeY6P77gLgInwOvKf2e7h/KQA9LdpXM1GLq60O3YL4sTV5ZlN3JDZWna9l49t4u+ZTVBYvmg9hT212v4hrdPKk0dof+w6xI6rVra70rgkTx5B7a6U18nJEmhf7PaTmmw/k253pbxOf5K6WDtjt5ja3ZlvJvR3C8vXGletaHelebqhvxul2e1ukpQwkYIVEWWPB04OlQ0BT3f3f1ZZ332h1z3AsvqqJknbTLakrN3JkvMHV1UcAGtxTz/fXHgMZ5YZouqs2Sv45sJjWNxT/8Rq5bbxq5HoMXO3T4xPdnIK40AX/xQ6JQ9NjLJtIjrp8fvRh4CgI+QwZfkU6tgkrRkXV9oZu735blHcuPpyxN10Bd8dDu4MyQEpM3qK1lNYL5TfPxS7rdPqk8eCdsXuACkMYsVVq9tdaUzSJ48F7Yzdgk5od6W8Tk+WFLQjdi3/EzeuWtnuSnnT4UnqYu2K3WJqd2e2mdTfhdriqlXtrjRHN/V3w5rZ7tYzb3Az6Y5/Kdg9oiy8Vw0Dz3D3qDlKwqKendoNuLfWiknnSSJZEj7YROm1FI/vX8zj+xcz7hOM+gQDloo1dmdchW18e2jN5BMvF489xEtm713y2evHtwJBQx/VAemxYPL4FHBVZjNPifibFiYwnPCdE28elJ7LyuxgcFJgVv9syNKQZl5caVfsFiZnixVXeRmfKJmgLeNF3Rf3yYkF90/P5Z7sID0EJ5Y9lN8/Bj2rMXJboF0njwXtiN2COHHV6nZX6tcpJ48F7Yxd6Ix2V6J1QrKklq5cO2K3cKd+0u3uTWXmpJDOeZL6x8Pxh0xRuyvNMhP7u7XEVava3Vlt7ovNROrvNrHdTfhClxImUrBLlfdHgGe6+2Ux1xd1VaHheVLNbCmwpMbFpgw3dtddd5HLdfYjs2NjY2TTKdZZJumqkEqnSTNBKt+w/1v/Ug7vX8Q6Wl+3DdkRfjB6HyM9kCJN2o0cMf8uk+1wa/LSqXSanqK/S1Sd1jNOKp3Giw4Wb5i9Age+MbwGCDLsKTMetlzkOlLpoJn2/OcAXjZvBf8zspb12RHcnTTG2NgYt9xySwt+0/g6LW5jx0od/jn2CH8e3zj5/RRE7R8116WFsVuoS8qqx1WhfDWjzA6NqDjk2ZLYXJaexStnLefDO+4sWXfU7z6RTnVE3MLMid2M5/jJ6HrWMDIlNmdZilfOWkYqna6p7e6U2C0+DlWLq1a3u3ePDypuI1SLlfDxvGBFejYvmLU3Gy0HNKdvVtc+1MLYLdQlzvG8le1uVm1uiVQ6zTbgwvEHYx3PW2VDdoSJdKq+tr8FsZtKp1lKms0W7JNJtrsrd9ypuI3Q6n5uQZz+bt11aVHsFtclqXZX7W20ZsVtM/q7DdWlybGbSqeZDbxy3orY51GtancXp/oUuxHixkur+7sN70NNjN1ydWlmu5uayEFuSuKpr+GK18BcQ2IIYGZ/BJ5S5u0R4Fnu/tca1vc54JxQ8Yvd/Wd1VrGw3vOADzWyDhERERERERERERGZFs5w99+2a2Oaw0QKymXqRoHn1JIsyRupYRsiIiIiIiIiIiIiIonSkFxSUG4o+VHg02b26RrXFzUnimaREhEREREREREREZGOpISJFJQbm21h/qcZmjH44AXAhTUuMxc4HtgObCOYkD75gRCl2P7Ab4penwHck1BdROJS3Mp0pdiV6UhxK9OVYlemI8WtTEeKW5muFLul+oB9il7HnVO7KZQwkYKxNmxjqNEVuPtGYGMdi17d6LaldcxKHj66x91vS6IuInEpbmW6UuzKdKS4lelKsSvTkeJWpiPFrUxXit2ybkxqw5rDRAoG27CNR9qwDRERERERERERERGRmilhIgX/iCj7oLtbPT/ApRHre6i1v4KIiIiIiIiIiIiISH2UMJGC1RFlyxtY37LQ6xxwXwPrExERERERERERERFpGSVMpOCuiLID6lmRmYUn5oFg/L1sPesTEREREREREREREWk1JUyk4EZgIlR2vJml61jX8UBvqOyGumolIiIiIiIiIiIiItIGSpgIAO4+RJA0KTYHOKaO1Z0SUXZ5HesREREREREREREREWkLJUyk2B8jyl5Qx3qilolat4iIiIiIiIiIiIhIR1DCRIr9b0TZq/NzksRiZscAJ4SKr3b3qEnlRUREREREREREREQ6ghImMsndbwX+ESpeApxTw2o+EVH2tborJSIiIiIiIiIiIiLSBkqYSNhHI8o+bGbHVlvQzN4MPCVUfC/wk2ZUTERERERERERERESkVZQwkSnc/WLgN6HifuASM3tW1DJm1mtmHwC+HPH2W919vMnVFBERERERERERERFpqnTSFZCO9DrgOGDvorL5wG/N7DqChMpqYBZwIPAyYK+I9XzF3S9qcV1lZngY+HDotUinU9zKdKXYlelIcSvTlWJXpiPFrUxHiluZrhS7HcbcPek6SAcys0OBvwG717mKnwEvdfdc82olIiIiIiIiIiIiItIaGpJLIrn7HcCJlE4CX804QVb035UsEREREREREREREZHpQk+YSEVmZsALgbcBjwGszEcHgQuBT7v7nW2qnoiIiIiIiIiIiIhIUyhhIrGZ2VKCp072I5jTJAtsAu4ArnX3TILVExERERERERERERGpmxImIiIiIiIiIiIiIiLS9TSHiYiIiIiIiIiIiIiIdD0lTEREREREREREREREpOspYSIiIiIiIiIiIiIiIl1PCRMREREREREREREREel6SpiIiIiIiIiIiIiIiEjXU8JERERERERERERERES6nhImIiIiIiIiIiIiIiLS9ZQwERERERERERERERGRrqeEiYiIiIiIiIiIiIiIdD0lTEREREREREREREREpOulk66AiIjIdGFm+wCHA3sDC4E+YEv+507gX+6eS6yCIhHMbDZwALAPsBcwD5gFjAJbgYeBm9x9bVJ1FBERkc5iZj3AUcAhwO7AHGAM2A6sAVa6++rEKigiMo3l29jDCK4v7AIsAHLsPD+70d3XJFW/bmfunnQdRKTLmNkuwPFFP8cBy8Kfc3drc9VEpjCzQ4CnAE8EHkeQJKlkCLgU+Drwe3efaGX9RMLyHe/jgMcCJwOPAvYn3lPFm4BfAN9x92taVkmRBpmZAZcAj494+zJ3P629NRIRmTnM7AnA64GnA/OrfHwTcAXwe+Dn7v5Ii6snXcrM1gDLW7T677v7mS1at8gUZvZk4CzgGcDsKh9/GPgp8E13/1er6yY7KWEiIi1nZkcQHAyOI0iQ7BtnOSVMJAlmNgt4J/Ai4IgGVnUbcKa7X9eUionEkE/y3dGEVf0SeJu7r2/CukSayszeCnyxzNtKmEhbmdn3gFc1aXUXu/tTm7QukZqY2aHA14hORsfxCnf/UROrJDKpxQmT77n7q1u0bhEAzOwA4JvAE+pY3PPLvtvdtzW1YhJJc5iISDucBXwSeCExkyUiCdoN+AiNJUsgeLT2SjN7c+NVEmm75wE3m9nxSVdEpFj+ZPMTSddDRGQmMbNXAtdTf7JEZDq7MukKyMxmZicRtLH1JEsADPgP4AozW9q0iklZmsNEREQkvruBy4BVwEaCIbh2AY4mGLZgn9Dn08CXzSzj7t9sYz1FCpzgiZNbCeL3PmAHkAHmEsxpcgzB0HNzQ8vuAvzVzE5097vaVmORMswsBXyX6sMXiIhITGZ2DvC5iLccuBH4M3A/Qd83DSwimNfkaODR6LqStMftBHM7NGIRpUOBDwH/r8H1ipRlZvsBFxM9xOEG4LfAzcAjQC/BnFEnAc8EBkKfPwz4k5md4O7jLau06MAmIonKEFzEu45g+KOFidZGJNrtwPeAn7j7/eU+ZGZp4NUEJ5zhC89fNrNL3X1ly2opEnDgLuAPBB3zK+M8tp0fiu6twHlM7ZjPB/7HzE51jeMqyXs7cErR66sJLtaJdJJxgr5DPe5pZkVEqjGzfwc+G/HWz4D3VJvU3czmE9w0dBagufukZdz96Y2uw8y+TnCXfrGfufuORtctUsFXKU2WjAHvAb5aLvFhZrsCXwBeHnrrUQRDiOuJ6xbSHCYi0nJm9gXgbIKTx+uKfm5290z+M2sIjUmqOUwkCWa2AlhNMKHwee5+eY3LH0XwFMrC0Fu/c/dnNaOOIq1iZqcCfwH6Qm+d5u6XJVAlEQDM7CDgJmBWvugRgot0V4c+qjlMpK0i5jBZ6+4rkqmNSHz5dvV6pt7oMw68zN0vrGN9ppsrpFOZ2WyCu/nDF65Pcfd/JlAl6QL5uaGibqJ4vrv/MuY6vga8IVT8ELCnuytR3SKaw0RE2uFTwHx3f5S7v9bdv+bu1xaSJSIdZhvBxeEn1posAXD3Wwjusgt7mpktbrh2Ii3k7n8HPh/x1gvbXReRgvxQXN9jZ7IEgqdNNiZRHxGRGeJrlD4V/e/1JEsAlCyRDvdCSpMldyhZIi323IiyX8dNluS9kyBBUmw3gmG7pEWUMBGRlnP3De4+knQ9ROJw9y2N3knv7r8AbgkV9wBPa2S9Im3yo4iyw9peC5Gd3gk8puj1Re4eFaciIhKDmT0TeGKo+Af5PqzITPTaiLL/aXstpNscElFW05w57j4E/DrirYPrqZDEo4SJiIhIa/whomy/ttdCpHZRY+jv0fZaiDA5lMFHioq2UzosgYiI1ObdoddjBMlpkRknP/zcqaHiceAHCVRHusvSiLI76lhP1DK71bEeiUkJExERkda4L6Js97bXQqR2AxFlGkJR2s7MeoDvA/1Fxe909/UJVUlEZNozs4OBU0LFv3P3h5Ooj0gbRD1d8lvFvLRB1DlUPedVYxFlo3WsR2JSwkRERKQ1ZkeUaWg6mQ5OiCiLeupEpNXexdR4/Ku7fyupyoiIzBBR85LVNESMyHRhZmnglRFvfbvddZGutDqibJ861hO1jM7PWkgJExERkdY4IKJsQ9trIVK7cyPK/tT2WkhXM7PDgfOKioaA1yVTGxGRGeXfIsquanstRNrjGZQ+5b8O9W2lPf4WUfbUOtYTngs1A/yjjvVITEqYiIiINFn+TqYzIt66tt11EYnLzHrN7KvA6aG3HgZ+mECVpEvl29DvA31Fxe9z96i79EREJKb8UIePDhVvcvf7iz6zwMzONrOLzGydmY2Z2aCZrTGzK83sU2b2JDPT9SSZDs6KKPuuu0+0vSbSjS4C1obK3mBmy+OuwMxeAhwTKv6hu29ptHJSXjrpCoiIiMxAz6b0TqbN6C4Q6UBmtoLg7ru3AgeF3nbgde4+1O56SVd7L3Bc0esrgK8kVBeRWs02s/cSzBFxCLCEYB6ezfmflcDlwN/c/ebEaind6iCmzgsFsKrwDzN7PfAZYF7oM33AHGA5cBLBkIm3mdkH3f2XrauuSP3MbE9K78x34LsJVEe6kLtnzexNBImTgjnAxWb2bHdfWWl5M3sO8J1Q8UMEfWVpISVMREREmsjMBoBPRLz1XXfPtrs+IgBmdgVT59Uxgs76UkovihRkgDe4+29aXD2RSWZ2FPCBoqJR4DW6E1SmkSXAxyPKd8//HAY8Bybb5k+5+2/bVjvpdvtFlG0zs37g58Aza1jX4cAvzOxbwNnuPt6MCoo00auAnlDZX9x9TQJ1kS7l7r83s7cCXyQ4BwM4GLjJzH4A/Aq4ieCmil6CvsKjCeL3KaHVbQKe4u4Pt6HqXU0JExERkeb6BKV36W8BPpVAXUQKjiJIkMT1N+Ad7n5Ta6ojUsrMegmG4uotKv6wu9+VUJVEWu1k4DdmdiFwlrtvT7pCMuPtEVE2SDD0ZjhZ4sBGgot4C4HdiB7W/XXAnvm7pZXclo5gZga8JuItTfYubefuXzazlcDXgRX54lnAf+R/4vgt8EZ3f6D5NZQwjTkpIiLSJGb2fODtEW+9U3eByDRxC/A4d3+SkiWSgP8Cji56fT1wfjJVEWnYZuBe4HZgA1Dp7vsXAtebWXg4T5FmWxRR9gyCGCx4BPhPYG93393dD3P3PQkSJq8H7i+zjvOaXFeRRjweOCBU9gjw6/ZXRQTc/WKCGytfTvRk8FEmgG8CR7v7GUqWtI8SJiIiIk1gZscBP4h46xfuHh53VKRTHQVcYmY/M7NHJV0Z6R5mdgzwvqKicYKhuHIJVUmkVv8ieMr0icBid9/V3fd398PzF5vnAacCnye4oz/sAOD/zGx2xHsizRKevwSCu5wLbgIOd/fPhy/Mufsmd/8WcChwScR6/svMDmtaTUUa89qIsh+6e6btNRFh8qmnpwKvJOgPxJEieFLq02YWHp5LWkgJExERkQaZ2X7A75g6RwTAncCr218jkancfa67W+GHYMijJQR3878O+BPB0BsQjPX8QuA6M3t/EvWV7mJmfQRDcRUPF/wJd78loSqJ1OIi4AR3P8rd3+ful7j7I+EPufuYu//D3f+TYDiO/4tY1/FoCE9pLavw3kbgye7+UKUVuPsOguG7wpMVG/Cexqon0jgzWwg8P+ItDcclichfL7icYFitJzN1+FkI5ia5E7gb2Bp6L51f5o9m9mszW9za2gooYSIiItIQM9sL+AvB5GzF1gFPzZ9UinQUd8/m7xS92d2/7e5PAY4Fbi76WBr4qJl9LplaShf5EHBk0etbgY8lVBeRmrj7he5+XY3LPOLuzwainkD9j/yFFZFWqDQ03LviDiHr7sPAmyLe+nczm1dXzUSa56VMfXIK4Gp3vy2Jykh3M7OjgKuBU0Jv3U3Qju7t7kvc/VB3P9DdFwEHEiSgN4SWOQO4XEN4tp4SJiIiInUys6UEyZJ9Q289CJzu7mvbXyuR+uTnLDmFoENf7Bwze2HpEiKNM7PjgXcVFeUIhuLSkBnSDf6DYK6eYr3AWxOoi3SHoTLlm4D/V8uK3P2vwB2h4jTw2DrqJdJMUcNx6ekSaTsz2wX4PRB+KuQ7wJHu/jV3L5kXyt3vdvdPAYfnly92KPBTM9M1/RbSH1dERKQOZrYr8FfgkNBbmwiSJeFhCkQ6nrsPAi8GRkJvnW9m6YhFROpmZv3A95g6FNfn3P3aZGok0l7uniV6CKOntbsu0jVKhovLu6zORPWfI8rCd1GLtI2ZHU3w1HSxQeB/218bET4J7BUq+yVwlruPVlvY3bcQDC8XvqHtccCZzaigRFPCREREpEZmtojgBPGI0FubCZIletxbpq38k1E/DBUvBzTRoDTb2wjunCtYRTA8l0g3+SsQnjPiIDPbO4nKyIwXHt6l4MY61xe13J51rkukGc6KKPtZ/qYgkbbJzzXyylDxKPBWd/eIRSLlEytvjnjr7fXXTqrRnYIiIiI1MLMFBMmSY0JvbSWYKPPmkoVEpp8/AK8PlZ1GMLmxSLOEL6rNA640qzQn8RR9EWXHm9lN4UJ3P7qmmom0ibu7mV0OhIc+XAasT6BKMrPdW6a83JMn1UQtt2ud6xJpiJkNAC+LeEvDcUkSTgf6Q2V/iRqCqxp3v87MbmPqjUZHmtke7l4uES4NUMJEREQkJjObD/wJOC701nbgKe4eHodcZLpaE1GmSYil1XbP/zRiDvCoJtRFpJ2iLnYsaXstpBusIxieaG6ofKzO9UUNKTNQ57pEGvU8YGGo7HZ3vzKBuogcFVF2VQPru4qpCZPCNpQwaQENySUiIhKDmc0DLgZODL21gyBZck37ayXSMlEXQOa1vRYiIt0haiLuWW2vhcx47j4B3BDx1oI6V7kwoqzep1VEGhU1HNf/tL0WIoGop+0ebmB9Ucvu0sD6pAIlTERERKows7nAH4GTQm8NAk9z90buFBHpREsjyja1vRYiIt0h6mkStbnSKpdGlO1b57pWRJQ1ckFQpC5mth/B8LHFMsAP2l8bESD6BrRGboaYHVE23MD6pAIlTERERCowsznA74GTQ28NAU9393+2v1YiLRdODgI82PZayIzm7m93d6v3h+gLfJeV+axIJzs0okwXnaVVouYjC/dz44part4J5EUa8RogfLz/jbsr+SxJiTqO15uchujhkdVXaBElTERERMows9nA74BTQ28NA89w97+3v1YirWXBjNsviXhL4z+LiDSZme1CaZJ6FFiZQHWkC+SHkV0VKj7ezKISd2WZ2WLgaRFv/bXeuonUw8x6gDMj3tJwXJKkcDsL0W1mVfnrEqeFih24u571SXVKmIiIiEQwswHgN5R2TEaAZ7r7ZW2vlEh7nAUcEyobA/6QQF1ERGa6dwI9obJL3X0kicpI1/hyRNmHa1zH+4H+UNk17r6uviqJ1O2pwF6hsrXAnxOoi0jBX4CJUNlBZvbCOtZ1DjA3VHaju2+sq2ZSlRImIiIiIWbWB/wSOD301gjwLHe/pP21EqnMzI4xs3PzdyDVu44XAl+NeOs77j5Yf+1ERCTMzI4H3h7x1s/bXBXpPt8CwomNF5rZG+MsbGZnAG+LeOsjjVZMpA6vjSj7rruHL1aLtI27P0KQNAn7ei1P9JnZvwEfinjrf+utm1SnhImIiEgRM0sDP6P0cdlR4DnurmEGpFMtAD4NrDaz8/MX4mIxsyPM7CcEsd8bevsh4H3Nq6aIyPRnZvua2evzN1nUs/wJBMN+hieAXQl8v9H6iVTi7qPAmyPeusDMPmZmkRMTm1mvmb2DIKkXni/iT+4eNT+KSMuY2VLgmaHiCeC7CVRHJOx9BENnFdsFuMrMzsxfe4hkZrPN7L0E806Fz8/WA19pak1lCnMPf28iIs1nZr8H9qzwkcMoPQjcXGW1T3f3BxqqmEiImb0M+FHEW1sJHu1uxHXuflaD6xCJZGanAeGnnx4CbgBuAjYQxPEwwSPdi4AjgEfn/x9lG/BUd7+q2fUVaZSZrQBWh4ovc/fT2l8b6TZmdjTB5NYPAN8Bfu7u1fqumNkSgjvz30Vp33eCYNhPDYEobWFmnyMY6iXsIYKhaW8ANgMLCfoKzwGWRXx+DXB8/o5qkbYxs3MJbhgqdrG7PzWJ+oiEmdkngPeUeXsd8EeCc7VHCB5sWAKcSHAD5y4Ry4wT9BX+1PTKyqSymSwRkSY7DFhe4zKPqvJ+XXf0iVQRvnhRsDD/04itDS4vUqvdCDrb9UwwuB54nrtf29wqiYjMKHsC/wX8l5mtJ7jAfAtBknobwRxQiwjG1z8ZOBUYKLOutylZIm32ToInVF8TKt8NeH3MddxFMGStkiWShHDsAny77bUQKcPd32tmC4CoIQ/3AV5Xw+oywKuULGk9JUxEREREZoZRIEfp5MG1GieYx+QDmrdERKQme+d/nl3jcqPAO909ag4pkZbJz/HwWjO7Gfg4MKeWxQmG8vwPd9/WivqJVGJmjwUOCRU/DPw2geqIlOXubzKzywiG0Vpc52puIkiW3NK0iklZmsNEREREZAbID5u1FPh34H+A2wiGd4ljBPgn8FZgD3c/R8kSEZG2+AdwnJIlkiR3/xJwEPAZguG4KtkC/D/gGHd/iZIlkqCoyd5/6O6ZttdEpAp3/ymwguCJkisIblKrZgfwK4LRAo5VsqR9NIeJiIiIyAxlZnOAA4F9gd0J5i4ZAIaA7QTDxN0J3OHuuYSqKSIy7eQnan0McBpwCnAMwbjjcawF/gx8zd1vaEkFRepkZkYwX8mRwB7ALILh5TYBq4Ab8k+miIhIncysn6DvsD/B0N8LCEYL2EqQmL4VuFPtbTKUMBERERERERFpkJntAexHMCb5EmA2wdxoOwgufjxMcLG52h38IiIiIpIQJUxERERERERERERERKTraQ4TERERERERERERERHpekqYiIiIiIiIiIiIiIhI11PCREREREREREREREREup4SJiIiIiIiIiIiIiIi0vWUMBERERERERERERERka6nhImIiIiIiIiIiIiIiHQ9JUxERERERERERERERKTrKWEiIiIiIiIiIiIiIiJdTwkTERERERERERERERHpekqYiIiIiIiIiIiIiIhI11PCREREREREREREREREup4SJiIiIiIiIiIiIiIi0vWUMBERERERERERERERka6nhImIiIiIiIiIiIiIiHQ9JUxERERERERERERERKTrKWEiIiIiIiIiIiIiIiJdTwkTERERERERERERERHpekqYiIiIiIiIiIiIiIhI11PCREREREREREREREREup4SJiIiIiIiIiIiIiIi0vWUMBERERERERERERERka6nhImIiIiIiIiIiIiIiHQ9JUxERERERERERERERKTrKWEiIiIiIiIiIiIiIiJdTwkTEREREZkxzOxSM/Oin0uTrpMkz8wGzOxMM/uRmd1hZpvMLBuKla1J11Naw8zOC33XnnSdpLLw92Vm57VyOREREZGCdNIVEBERERERaRUzew7wTWBJwlUREREREZEOpydMREREpCuZ2YqIO1Gb8lSCmZ2iu1xFkmdmrwB+hZIlIiIiIiISg54wERERESn1eDN7hrtflHRFRKQ+ZrYX8PUyb98PbAYmisp2tLxSIiIdJH+DyOOLii5z99OSqY2IiEhnUMJEREREJNonzOwP7j5R/aMi0oHeBMwOlX0H+KC7359AfUREREREpMNpSC4RERGRaEcCr0y6EiJSt+eEXl8DnKVkiYiIiIiIlKMnTERERETK+4iZ/a+7jyZdERGJz8zmAYeEin/m7p5EfUSkPdzdkq6DiIiITG96wkRERESkvH2AtyRdCRGp2d6UnuvclURFRERERERk+lDCRERERGSnPwDDobL3mtmiJCojInVbEFE21PZaiIiIiIjItKKEiYiIiMhODwBfDJUtAt6bQF1EpH4DEWUajktERERERCrSHCYiIiIiU30KeD2wa1HZW8zsS+6+PqE6dRQzWwCcBBxIcCf/KHA/cKW7r61hPXsCJwArgLnAZmA9cJm7b29ytcPb3g84jmDYtVnAw+z8HTa3aJsGHAnsDywhiLGh/LbXANe6e7YV2y6qQw9wNHAYsBtBYmEIuMXd/9rKbYfqsRA4Edid4G/RA2zM/1zr7g+3qy5Jy/8tTiCIi4UEN7VtBv4Qd3/Kf6/HAssJ/p6LgO0EsbUKuLHZ87eY2V4E88SsIGgHZuW3uRm4j+B7bMn8T2bWDzwWWEYQQzngIeBfwE3tmKtG+3NJXZYQtKlLgMXAbGAHsIlgOLw73D38BOe0YGZ9BPvoXsBSYD6wheC7vt3db29DHWYRHHcPIdi/R/LbvxW4uVPnZ8rX+3DgUIJ6zyPYX4cJ/oZrgXvc/f7EKikiIhKihImIiIhIEXffZmYfAz5XVDwAfAR4TSu3bWZnAt8NFe/r7mvqWFf44smH3f28KsucB3youKx4Al0zOwH4L+DplOlHmtllwHvc/aoK23kW8G7gZCBqgt6Mmf0KeJe731epzrXIX+A8EziH4EJnlHEz+yvwSXe/rEnbPR54K/Bkgoua5ewwsz8Dn3L3a2rcxmnAJaHiJ7j7pfn3lwHvAl5KcNEq7DKgpRdYzSwNvBp4JfAYgiRJFDez64H/B3zV3cdirPs8QrEb4ZIgBCJd5u6nVdtOLczse8CriorWuvuKovefBvwn8ASi/xavBr5XZRunA/8BnE6QbCnnETO7CPiEu99ZvfaR21oMPDe/rcdTOZYh2I+vAr4C/MLdJ+rZbqgOK4Dz8vWYX+ZjD5rZ14HPuvtgo9uMqIP25zwz253gb/EMgja10oTrGTP7J/Bb4ActTEzXfOwrsx4Dnk9wzDgNmFPhsw8AvyI4btR0Y0WM4+7+BMfdFxEkoaI8ZGYXEMR81aEHI/5GxR5f5f2Cin0TM3suQZ/pKUBvjDo9APwT+A3wf62+aUJERKQSDcklIiIiUuoCgjuEi73KzA5PoC6Js8B/A1cBz6byTTePB64ws3dGrGeBmf2C4ILZYyl/ca0PeDFwe/6CcMPydz9fBnyH8skSCC7sPJXg4vq383fH1rvN5fnf91rgFVS/wDwPeB5wtZn9Iv/kQcPM7LXAHcDZRF9cbTkzexLBndDfBE6hfLIEgrg4HvgssDJ/4W3GMLO5ZvZz4PcEyYdKf4ty6zgyn9j7M/ACKidLIHj64ZXArWb29fwTGrVs7yfABoLv70VUj2UI9uPHAT/Lb7eh9tPM3gbcRpCEKpcsgeCJk/OA28zsuEa2Gdq+9ueddZhtZp8D7iUYsvIoKidLIIiHJwCfBx7IP2HYkczsVOA64EKCZFDZZEnengTfx91m9hEza8p1FjM7m6DdPJPyyRIIYvHDBPvZgc3Ydr3MbFn+xolfAs8kRrIkb0/ghcCPgPe1qHoiIiKxKGEiIiIiEpK/o/0DoeIU8MkEqtMJvkFwh2vcvqMB55vZ6ycLgouFfyW4gBjXHOC3+Sdb6mZmi4DLgVNrWQx4bX77NSdNzOwk4Bpq+32LPQ+4yswOqHP5Qj3OBb5N5YttLWVmrwb+CBxcx+LLgF/kf49pz8zmEOwHz29gHc8CrgSeWMfiPQRPpFxqZktrWO5kGhud4FCCeK4rAZp/6u8L1BbHy4DLmpE00f48pQ7LCJ4EOIdgGLZ69BMkUDpO/rj1N4Ih7mrVT9B3+FV+X2+kHh8neDoraj6mclYA/8gPl9d2+SfA/kGQKBUREZm2NCSXiIiISLQfA+8gGB++4Jlm9jh3vzyZKrVf/q7u1xUVrQX+j+Cu180Ed7Y/muDO0PBd318wsz8SzEvyvwTj2xdcT3ARfTXBOPe7EVwAfjZTEzOzgG+b2XENzAfwQ4Jx3wvWEdz9egewNb/t44EzIn6H0/N1PyPuxvLD6fyB0gtdE8DfgSsIfu+tBL/f3gRP5jyJqU8bHAz83syOr3N4kicD7yl6PUYwzM+lwINANr/tRxPMIdN0ZvYKgqd6wpzgov8fCL6PLMH8AP9G6RBVBnzazNzdP1NmUw8CNxe9nkswt0Sxe4ByQzTdXeHXaKZvEszdUvAAcBHB3BsbCeJvOcF+UMLMXkoQz+HkZYbgIu/VBH/PbQR/gxUEcXVK6PMnAb80sye4+3iNv0MOuIHgaY87gUcI5i6xfP0PzK//saF6zgX+18yOcfd1cTdmZv9J9B3nYwRtyOUEf8c5wL4E++oR+c/MAX4N/Dzu9iK2fxran4HJZMk1RD9dM0Lw97icYD6ZbQRP2ewOHEOQdOvYp0oAzOw9wCci3hoieJrrWoInrXYQzNtzIEGbFU6uPBv4H+AlddbjPwie3Cl4mCAGr83/ewA4gGBouvCTW0sJbnJ4ZoVNFLeVBzD1CZoh4rWHmYiy7xDMCxZ2E0GcriTYT8YJYmMRwbH5KIJjcM1P24mIiLSEu+tHP/rRj370ox/9dN0PwYVED/18O/SZp0R85soY6z4lYrnzYix3ZsRyK+r8/erZ/nkRy43m/z8EvAHoKbPsbgR3loaX/wbBPA2F1/cAT6pQh+MJLraF1/PvMX/vS0PLjYR+l3dU+B0WEFzkCm/bgVfF3P7uBBcvw8t/B1hWZdn9CS4Ah5e9MMZ2T4tYLlv0758D+1RYfqAF+9gBBBcWw/X6F3BiheUOJUimhJfLAMfH3HbU3+O0Zv+OVerwvQrfxzDwNqA37ndCcGF0KLTOceDTwJIqdTmaYIih8N/k/Ji/y0rgFwQXaBfEXGY58JOIbf6uhr/hwaF9uPDze2DvCss9N7QfDofXEXP72p+L1klwwT5cr7F8DC6qsrwRzF30tfx3uqLK52s+hjW43JMIkoHFyw4TJKnmx/i+7o7Y9tkxtntexHKFmM/ktx/5feb/pm+NqLcDJ8X8vS8NLXdpnfER1e+5B3hszOUXEczJcxnBXEtNjV/96Ec/+tGPfmr50ZBcIiIiImW4+8UEd20XO8nM6h5OZxrqJ7hodLq7f93dc1EfcveHCO5o3Rh66+XAR/L/vg14jLuXnYzY3a8jeriiV9da8bzCXeFZ4AXu/tkKv8M2d38t8KmItz9vZgtibO87TL37Oge8zN1f41UmsHf3e4CnAd8NvfUCMzsxYpFqCnfrfsndX+AV7up399E61l/NBZTe6X4dcIpXmATb3e8geMokvO/1Ev20ynRR+D6GgKe6+xe9wtMdxd9Jfk6E/2XqUExDwJPd/V3u/nClDbv7TQR3+P859NZbzWzvGHU/wd2f7+6/cvdtMT6Pu69195cSXBAu9nQzizs829cofbLjZ8AzvcLk2u7+K4KnPArtUb1DR2l/3uk8goR2sW0Esfwud99SaWEPXOnubyRIpoWPFYkxs3kET5UWXx/ZCDza3T/pVZ4IcvdLCZ6gvCX01nlmVs/waQMEiain5bcf+X3m/6ZfonQIUYCz6thuI84IvR4HnuLu/4yzsLtvcfefuPvjgf9ueu1ERERqoISJiIiISGXvJrhTstjHzKybhjZ9u7tfWe1D7r4VCA+ZNJtguI9R4EXuXvUimbv/g+DO7GJPqHWi6pCPuvvv4nzQ3d9DcNdtsUUEEz2XlZ9r5Wmh4ve6+0/iVtLdnWCOiTtCb70n4uNxXEPwhE9bmdkRBEPVFNsOPCfOBff8BcLnEdzdX+xIM3tyc2qZmPd47cP6PZ+dw0wVvNrdL4m7AnfPEAydt6mouI8Y8RE3SVLGRwieTCgozA9UkZkdSZA4K3Y38Ep3n6i2vLvfRTDRfV20P+9kZrsQTGpezAna9NgxOLmg+0Z3H25K5ZrjDUxNjE0AZ7j7v+KuIL+PPJepQ1Utpv7ExbmVbi4IOR+4P1T2lDq3W6/9Qq8vdfe6hjrssNgQEZEupISJiIiISAX5Jx5+Fio+mBgX/GaIlQSTDMf1izLlP3T322tYT3jOgTTBOOf1uJ/op0YqeUtE2RuqLPPu0Ou7gc/VuF3yTx18PFT8tDoTRueWe6Kmxd4cUfZRdw9f1CsrfwEy6sJy1Lqni3uAr9axXDi2LnX3C2tdSf5v+sVQ8XPrqE8t23SCeVeKhedUiRK1v73D3cdq2PbFBHMu1UP7805nU/q02Dfd/U8J1KWpzKwPeHuo+AfuflWt63L3eymN9Xr2r3upoZ3Ix9hPQ8V7m9nSOrZdr3mh14+0cdsiIiJNpYSJiIiISHXvJxheoli9Q21MN9/NX/CMJX/BKOpu9P+pcbs3RpTFHcYn7Ie1DlHj7rcSzKNR7HAzi5rQFjMboHSS3e81cHHz96HXAwQTaddiVR1PMjRL+OmSMWqPAQiGodocKnuCmU3XyYFr2p8AzGwFwXA/xWpJYoZdFHq9wsyWN7C+OFaFXh9rZr1Vlgk/3bGB0rrH8Y1aF9D+XOLZoddO6dOE01XUZPTN3L9OqiM59p04T1GFRA1zWO8xsx7hBMmju+xJXBERmUGUMBERERGpIj8Wffii2+4kMDRKAuq5QBce238YuL7GdayJKFtYR10Afl3ncr+MKCt3kfPRBPO9FIs1dnsUd99MaeLpmBpXc2m922+Eme1O6fAsl+R/p5rknyb4bah4LvCoOquXtJqHLyKYiyOs7tgCVkeU1RRbZjbXzJ5uZu8xsx+Y2UVm9nczu8HMbgr/AF8JraKfqUMghde/FNg3VPybOhMWFxPM91IL7c95Zjaf0rpeWe9wSx0ovH+NM3UIuVqF968B4NAa13FZHdu9J6IszrxbzXJ16PW+wLe65MYSERGZYZTxFxEREYnnI8CrmDrsxLlm9nV331RmmZmgnotiO0Kv17p7tsF1QH0Xf7LAzXUsB3BDRNlxQNRQSI+NKLvAzDIR5XGFLzQtrnH5qPq3w7ERZdc1sL5rgTMjtpHU71cvB26qY7mo2Pq1mTVWm6lixZaZHQecS/DEQb0TqRcsBMpN3B5+ogZqT7oC4O5ZM7sFeEwNi2l/3ulEdk44X9BIwq7TRH3X1zSwf/VFlNX6XYefyIoj6snOdiZMfkow9Fxxu3Am8HQz+x7BDQjX1vHkjIiISNspYSIiIiISg7s/bGafAT5cVDwf+ADwtmRq1RZb6lgmPHxZzetw9/GIC1bVhvCJcl+tw3EVuTOirNyY8HtHlNV6V3E1u9b4+Y1N3n5cURcHw5Ne1yJq7ptaL0B2gsE6JzOOiq1mP2FTMbbyw2d9HngjzRuloNLF3Kj97K4GtnUntSVMtD/vFPUkUOzJ0KeB8HfdS5v3rwg1P41H6XEX6jtm1sXdN5jZ+wjaiWJLgXflf7aa2RUET6NcBVzh7oPtqqOIiEhcGpJLREREJL7PAg+Fyt5gZuGhY2aM/GSyjWrGOuoVdddtI8suLPPZWi+I1aPWO/q3t6QW1S2KKNvawPqiEm67NLC+pNT7fSQaW/lkyYUEE3838/yx0sXchRFlzd6XK9H+vFPUvlZPIr1Tddx33aTjbtu5+xcInkAr90TpQuDpBDeeXAxsyQ/l92Yzm45JcBERmaGUMBERERGJyd2HmPqECQTDb3wsgepIPLXOXVAs6mmAeRFlEJ0kSFqtw6A1S9TfqJHvIWrZct9DJ6v3+0g6tt4NnBFRfj9wAfBygqc39iG4IDrg7lb8Azyhxm22I4YqSfpvHiWp/Xl+RNlMeiqgE7/racvdPwMcAfwYqPZ0Zxo4BfgysNbMzjezOS2uooiISFUakktERESkNt8CzgEOLCp7iZl9xt2n25wK3aCRiy9Rk9VGza0CMBJRdqi7Rw3rNdNF/Y0a+R6ili33PcxEUbE1q4Gh5mLLT77+3lBxluAu8q/UMDdRrU9TtCOGKtH+vFPUky1z216L1hlh6tNOD7n77klVZiZw97uAl5vZ2cAzCBKmpwAHA+Umh5kNvBN4tpk92d3XtqWyIiIiEfSEiYiIiEgN8hcI3xcqNuBTCVQnUn4IHQk0Mult1LJby3x2U0TZdBw2qhmihutZ2MD6opatZ4z/6SrJ2Ho2pYnDd7v7F2pIlkDt9d0aUdbsfbkS7c87PRJRNpOeygh/1zPpd0uUu29z95+4++vc/VCC4c+eSdBfKjcPzkHARWbW1656ioiIhClhIiIiIlIjd/85cE2o+HQz+7cGV92sSVvbMSb7dLHMzPrrXPbgiLJyEy+H57YBWF7ndqe7hyPKGpkw+7CIsqgL2jNVkrEVbtO2EAyfU6v9avx81H4WtT/GdUiNn9f+vNODEWVHtb0WrRP+rvvMbI9EajLDufsWd7/I3d/j7kcR7NNfA3Khjx4OvLbtFRQREclTwkRERESkPu+KKPuUmZUbbiKOqKFPosaPr+aABuow06SBR9W57HERZdeX+ezVEWWPq3O7013U0HTHN7C+EyLKyn0PM1GSsbVP6PXVdU5I/ZgaPx/1/Ubtj1WZWZraL/Brf97pWkrnT3lsEhVpEX3XCXH3le7+JuCVEW8/v931ERERKVDCRERERKQO7n4Z8PtQ8THAvzew2q0RZbXemQ3w+AbqMBM9p87lnhdRdlWZz15C6UXFZ3bj8Gju/hBwb6j4CWZW85BG+WFZnh0qHgRuqbN609GfI8qiYrMVFode1zwUmpktpsZJ3919I7A6VPxsM6vn/PUp1D6HifbnPHffQWkS9CQzmymJ+ST3r04QjvOedlfA3X8C3BQqnklPMYmIyDSjhImIiIhI/d4DTITKPgrUO/b2XRFlJ9ayAjPrQUNZhL2i1mG5zOxwSu+Kv83d10V93t23A5eGivcGXlHLdmeQi0Ov+4FX17GeF1M6xNzf3D08hMuM5e63A6tCxSea2RPbsPmh0OtwAiWOs4GBOpb7Q+j1ngQTSNfqdbUuoP25xK9Crw04N4mKtMBlwLZQ2fPN7MAkKpOAHaHXcxOpBdwZet3InEUiIiINUcJEREREpE7u/i/gh6HifYE31rm+jcD6UPGL8kmQuM7O10F22pvoIdQq+VJE2derLPPRiLLPmFk9TwlNdxdElH2glrkBzGw+weTAYfXMoTHdfSyi7Nv1PLVTow2h1yebWeynNfKJx/fWue2o/e0ztUwGbWanA2fUuX3tzzt9jdIhI19nZk9OojLN5O5DwOdDxT3AjxqY/2o62RJ6vW+DQ4vWK3xsiJoLS0REpC2UMBERERFpzAeBsVDZCxpYX/iu6mXA2+MsaGZPAj7dwLZnsg+Y2dPifNDMPgqE797fQmlybIr8MG3h4V0WAX80s7omPTezATP7DzP7z3qWT4q73wr8KVS8APiVmVW9gzl/ofLnlF5Eu8Xd/9KcWk4rP6L0Dux9gd+b2Z71rNDM5pvZu8zs5RU+9vfQ67nAh2KufwXwW4Kni2qWT0hfEio+CPhunKG58k8IVNxnq2xf+3Oeu28DvhgqNuCnZnZareszs6VmNrsJVWuWzwObQmUnAj83s7qedMj/jh81s39ruHat9a/Q6wXAybWuxMw+a2aH1VMBMzsWODVUfHM96xIREWkGJUxEREREGuDu99HcO96/HVH2qfxFtsi7PvMX4d5NkGzpB0abWJ/prvC36AV+aWbnlLvYamYLzOxbwPsj3j4nf9GwmjOBB0JlBwLXmNl741x8s8DJZvZ5YA3BnfbT8a72NxHMN1Ls0cDf8xfIIpnZIcDfgPCFxnG6dLi5/BBkL6R0+JxHAzea2ZvMrOqwV2aWNrPTzeybwH0ET/DsXmGRX1A67OC5Zvbf+cnUy23n34Er2Rm34acT4noTpQnplwK/NbO9Kmz/OcDl7PzdRurc/plofy74b0rncFoIXGxmnzSzRdVWYGYnmtkFBH+HpU2vYZ3yQ7C9hIh5a4DrzexlleK9IH8sPsPMfgSsJTiWdPrQUldElH3HzJ5Q45xBrwVuM7M/m9nrzCzW92tmzyTou4S39aMati0iItJUVQ/6IiIiIlLVx4GzCC4eNcTdrzGz3zB1GJkegotsZ5vZr4C7gQywBDgOeDpTLz69nerDR3WLqwnmYXg6wTwKnwPebma/ILhjfyvB3+4Egr951MWt37r79+NszN0fMLMzCOY/KB66aC5BnLzfzP5BcJFqA8GTK7MIYmdP4FiC7zQ8b8e04+73mNmbgB+E3joauNbM/gn8EVgH5IC9gNMJnu6JOk95n7tf17oadzZ3v9XMXgb8kql/n6XAV4GPmdllBDG/kWBehjkEsbWMIK6OAebXsM2V+Yu/rwy99V/AmWb2c+AWgsTYLsDBwLOB/Ys+Owy8m2BYp5q4+51m9j7gs6G3ngHcbWZ/IHgKZgPBfrQfwX58ZNFn7wcuJOaTeqHta3/Oc/dxM3shcA1Tn/zqI/h+35qPv78DDxIkyeYBuxHs8ycD+7SzzrVw97+a2VspHU5wf4KL9581s0uB6wmGixok+P0WEsTdcQS/56z21Lg53P1qM7sdKH465CCCpPWIma0n2IfDnu7u4WQiBG346cDXzew24EbgduARguNtD0FbcShBUvyQiHX8HfhpXb+QiIhIEyhhIiIiItIgd99iZp8ger6FeryB4AJ+eKidI5l6ITDK+e7+DTNTwmSnVxBc0Dw4/3oZcE7MZf9KcOdxbO5+nZmdRHB3/kGht+cAT8n/zHju/kMz6wW+wdRzjxTBECzhYVgiVwO8x90/04IqTivu/n/5ofd+SumTIQsJkgX1ztlRzlsJhicKX9jcm+pJiHGCJ2OiLrjG4u6fM7PFlM6FMgA8N/9TzhDwHIInBerdvvbnPHdfb2aPBv4PeFTo7VnAU/M/05K7f83MNgLfJUiGFNsNeHH+Z6Z5C8EQiuH50mYRPFEVpdpcQini9VnCbgVe4u7hJ9tERETaRkNyiYiIiDTHlyidsL0u7v4gcArBkyRxZYB3uHutk5vPeO6+GXgc0UOPVPId4FnuXvNwPvk5PE4AvkLjQ6RdC1zU4DoS4+7fAZ4GrKxj8XXAC9xdc/PkufvlBE8u/IjgyZy6V0UwR0h4npLw9rYR3DEeHo6pmgeA09399/VVb0od3keQ5Kwl8bIeeEIznkrS/ryTu68DHkswFGV4uLS4ttOhQ0e6+y+A44HfNbiqbH4dtzRcqRZz978RJB4famA1DzZaDeD7wCllnlwRERFpGyVMRERERJrA3UcJJoBv1vpWA0cB7yMY6qWcDMHd5se4++eatf2Zxt03EjzN8HrgjgofzQIXE1xofW09yZKibW5397cAK4CPEgxNEueu2RGCJ1veCxzm7ie6+x/qrUcnyE/UfjjwH8A/qXyh3wmGvXkHcJC7/7L1NZxe3H2Du7+C4O7vL1A5povtILiI+3ZgX3d/ortfHWN79xMkHd8M3Fvl42uBDwCH5JM7TeHuXwCOILioWmlOlI0E+9vh7n5tE7ev/TnP3Yfc/a0E8fd5YFWMxYYJ5qp4HbBn/saAjuTuK939WQRP0XwLWB1z0UeAnxO0c3u5+7PcvZ5Ecdu5+/8RxPaLgP8hGHrtQYKntDzG8ocQDEv2AeDPxJ+3aCPBMGjHuvuZMecKExERaSlzr3rsExEREZGEmdlRBBdvFgOzCeYnuAu40t3DE2tLFWZ2AMHFnb0JhvbZRDDXwZXu/kgLt7uI4O7lpQTzGswnuJC4gyAxdhdwb36S7xnLzBYCJxEMc7OEYCiYhwnucL42n+CSGpjZbgRPniwmiK25BBc7txPE9p3AWm/CCaCZHUzwxMUSgmGphgie6LjF3e9qdP0xtt9P8BTeMoKhySYIYucW4KZ2Deej/XknM1tOkORfQhCDPQR/h4cI/g53unsmuRo2xsyWEfx+hf1rgGAek+3AfQS/3/3J1bCz5CeMX0EwB8xygn1jNsFTSdsJ9o9b3H1NQlUUEREpSwkTERERERERERERERHpehqSS0REREREREREREREup4SJiIiIiIiIiIiIiIi0vWUMBERERERERERERERka6nhImIiIiIiIiIiIiIiHQ9JUxERERERERERERERKTrKWEiIiIiIiIiIiIiIiJdTwkTERERERERERERERHpekqYiIiIiIiIiIiIiIhI11PCREREREREREREREREup4SJiIiIiIiIiIiIiIi0vWUMBERERERERERERERka6nhImIiIiIiIiIiIiIiHQ9JUxERERERERERERERKTrKWEiIiIiIiIiIiIiIiJdTwkTERERERERERERERHpekqYiIiIiIiIiIiIiIhI11PCREREREREREREREREup4SJiIiIiIiIiIiIiIi0vWUMBERERERERERERERka6nhImIiIiIiIiIiIiIiHQ9JUxERERERERERERERKTrKWEiIiIiIiIiIiIiIiJdTwkTERERERERERERERHpekqYiIiIiIiIiIiIiIhI11PCREREREREREREREREup4SJiIiIiIiIiIiIiIi0vWUMBERERERERERERERka6nhImIiIiIiIiIiIiIiHQ9JUxERERERERERERERKTrKWEiIiIiIiIiIiIiIiJdTwkTERERERERERERERHpekqYiIiIiIiIiIiIiIhI11PCREREREREREREREREup4SJiIiIiIiIiIiIiIi0vWUMBERERERERERERERka6nhImIiIiIiIiIiIiIiHQ9JUxERERERERERERERKTr/X8kXe2vDHepmQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1800x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "stacked_bar_runtime('interference/40/read_background',['1', '2', '3', '4', '5', '6', '7', '8'],['onepass_read_seq', 'onepass_read_rand', 'ems_read_seq', 'ems_read_rand'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 164,
   "id": "51dfa685-39d8-4ca4-bd9c-ab8520fc74df",
   "metadata": {},
   "outputs": [],
   "source": [
    "labels = ['RUN read', 'RUN sort', 'RUN write', 'RUN other', 'MERGE read', 'MERGE write', 'RECORD read', 'MERGE other']\n",
    "op_pure = [2.00056,6.28685,11.2043,0.152445,0.0,0.0,6.56312,0.0]\n",
    "# ems_pure = [2.40719,  6.05807, 11.3528, 9.00169, 2.63232, 11.3692 , 0.0, 12.1709]\n",
    "ems_pure = [2.40719,  6.05807, 11.3528, 9.00169, 2.63232, 11.3692 , 0.0, 0.0]\n",
    "\n",
    "def stacked_bar_read_overhead(folder,iters, exps):\n",
    "    send = []\n",
    "    labels = ['RUN read', 'RUN sort', 'RUN write', 'RUN other', 'MERGE read', 'MERGE write', 'RECORD read', 'MERGE other']\n",
    "    for ix,exp in enumerate(exps):\n",
    "        df = pd.DataFrame([], columns = labels)\n",
    "        for dnum in iters:\n",
    "            results = pd.read_csv(\"stats/\"+f\"{folder}/{dnum}/\"+f\"{exp}\" + \"/results\", delimiter=r\":\", header = None)\n",
    "            begin = 0\n",
    "            for idx, row in results.iterrows():\n",
    "                if row[0].startswith(\"=\"):\n",
    "                    begin = idx+1\n",
    "            results = results[begin:]\n",
    "            results.index = range(0,len(results))\n",
    "            for idx, row in results.iterrows():\n",
    "                results.at[idx,0] = row[0].strip()\n",
    "            results = results.T\n",
    "            results.columns = results.loc[0, :].values.tolist()\n",
    "            ix = exp\n",
    "            results = results.drop(results.index[0])\n",
    "            # if exp == exps[(len(exps)-1)]:\n",
    "            #     results.index = [dnum]\n",
    "            #     ix = dnum\n",
    "            results.index = [ix]\n",
    "            if 'Total' in results.columns:\n",
    "                results = results.drop(columns = ['Total'])\n",
    "            if 'Total RUN' in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= (results.at[ix,'RUN read'] + results.at[ix,'RUN sort'] + results.at[ix,'RUN write'])\n",
    "            ## adding random read\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' not in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= results.at[ix, 'RECORD read']\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= results.at[ix, 'RECORD read']\n",
    "            if 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= (results.at[ix,'MERGE read'] + results.at[ix,'MERGE write'])\n",
    "                #tmp\n",
    "                results.at[ix,'Total MERGE'] = 0\n",
    "            else:\n",
    "                results.at[ix,'Total MERGE'] = 0\n",
    "                results.at[ix,'MERGE read'] = 0\n",
    "                results.at[ix,'MERGE write'] = 0\n",
    "            results.index = [dnum]\n",
    "\n",
    "            # Renaming 'Total' to 'other'\n",
    "            results = results.rename(columns={'Total RUN':'RUN other', 'Total MERGE': 'MERGE other'})\n",
    "            \n",
    "            df = pd.concat([df, results])\n",
    "            # print(df)\n",
    "        send.append(df)\n",
    "    # print(send)\n",
    "    res = []\n",
    "    for idf in send[:2]:\n",
    "        res.append(idf.sub(op_pure, axis='columns'))\n",
    "    for idf in send[2:]:\n",
    "        res.append(idf.sub(ems_pure, axis='columns'))\n",
    "    plot_clustered_stacked(res, exps, title=\"\", cmap=plt.cm.RdYlBu)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4a3ce6a3-1fbd-4eb2-80f1-bc8cb9e2c6fe",
   "metadata": {},
   "outputs": [],
   "source": [
    "stacked_bar_read_overhead('interference/40/read_background',['1', '2', '3', '4', '5', '6', '7', '8'],['onepass_read_seq', 'onepass_read_rand', 'ems_read_seq', 'ems_read_rand'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ac049d44-b5d8-47fe-a5d9-531042109b43",
   "metadata": {},
   "source": [
    "### Writer threads "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 177,
   "id": "0f99c497-3c99-4b3d-9111-c8dd541c2e60",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.DataFrame()\n",
    "def plot_clustered_stacked(dfall, labels=None, title=\"multiple stackedl bar plot\",  H=\"//\", **kwargs):\n",
    "    \"\"\"Given a list of dataframes, with identical columns and index, create a clustered stacked bar plot. \n",
    "labels is a list of the names of the dataframe, used for the legend\n",
    "title is a string for the title of the plot\n",
    "H is the hatch used for identification of the different dataframe\"\"\"\n",
    "\n",
    "    n_df = len(dfall)\n",
    "    n_col = len(dfall[0].columns) \n",
    "    n_ind = len(dfall[0].index)\n",
    "    axe = plt.subplot(111)\n",
    "\n",
    "    for df in dfall : # for each data frame\n",
    "        axe = df.plot(kind=\"bar\",\n",
    "                      stacked=True,\n",
    "                      ax=axe,\n",
    "                      legend=False,\n",
    "                      grid=False,\n",
    "                      linewidth=0.4,\n",
    "                      edgecolor='black',\n",
    "                      alpha = 0.93,\n",
    "                      **kwargs)  # make bar plots\n",
    "        #for container in axe.containers:\n",
    "            #axe.bar_label(container)\n",
    "    \n",
    "    h,l = axe.get_legend_handles_labels() # get the handles we want to modify\n",
    "    for i in range(0, n_df * n_col, n_col): # len(h) = n_col * n_df\n",
    "        for j, pa in enumerate(h[i:i+n_col]):\n",
    "            for ind,rect in enumerate(pa.patches): # for each index\n",
    "                rect.set_x(rect.get_x() + 1 / float(n_df + 1) * i / float(n_col))\n",
    "                if i > 8:\n",
    "                    rect.set_hatch(\"o\" * int(i / n_col)) #edited part                         \n",
    "                else:\n",
    "                    rect.set_hatch(\"/\" * int(i*3 / n_col)) #edited part     \n",
    "                rect.set_width(1 / float(n_df + 1))\n",
    "        \n",
    "    axe.set_xticks((np.arange(0, 2 * n_ind, 2) + 1 / float(n_df + 1)) / 2.)\n",
    "    axe.set_xticklabels(df.index, rotation = 0)\n",
    "    axe.set_title(title)\n",
    "    #axe.set_xlim(xmax=len(dfall)-1)\n",
    "    axe.grid(alpha=0.22, axis='y')\n",
    "    #axe.set_yscale('log')\n",
    "    #axe.set_yticks(np.arange(0,10^6, 10^2))\n",
    "    axe.set_yticks(np.arange(0, 1000, 100))\n",
    "    #axe.set_xlabel(\"Dataset size (GB)\")\n",
    "    axe.set_xlabel(\"Number of writer clients\")\n",
    "    axe.set_ylabel(\"Relative slowdown (s)\")\n",
    "    # For num of ops\n",
    "    #axe.set_yticks(np.arange(0, 2.5e+12, 0.25e+12))\n",
    "    # For data in TB\n",
    "    #axe.set_yticks(np.arange(0,250, 25))\n",
    "\n",
    "    # Add invisible data to add another legend\n",
    "    n=[]        \n",
    "    # l1 = axe.legend(h[:n_col], l[:n_col], loc=[1.01, 0.4])\n",
    "    # l1 = axe.legend(h[:n_col], l[:n_col], loc='center', bbox_to_anchor=(0.885,0.69),  prop={'size': 6})\n",
    "    l1 = axe.legend(h[:n_col], l[:n_col], loc='center', bbox_to_anchor=(0.33,0.85),  prop={'size': 10}, frameon = False, ncol=2)\n",
    "    axe.add_artist(l1)\n",
    "    \n",
    "    n.append(axe.bar(0, 0, color=\"gray\", hatch=H * 0, alpha=.99)) \n",
    "    n.append(axe.bar(0, 0, color=\"gray\", hatch=H * 1, alpha=.99)) \n",
    "    \n",
    "    labels = ['OnePass', 'EMS']\n",
    "    if labels is not None:\n",
    "        # l2 = plt.legend(n, labels, loc=[1.01, 0.1])\n",
    "        # l2 = plt.legend(n, labels, loc='upper right',  bbox_to_anchor=(0.96,0.98), prop={'size': 6})\n",
    "        l2 = plt.legend(n, labels, loc='upper right',  bbox_to_anchor=(0.3,0.69), prop={'size': 10}, frameon = False)\n",
    "    plt.savefig('interference-write-overhead.pdf', bbox_inches=\"tight\")\n",
    "    return axe\n",
    "labels = ['RUN read', 'RUN sort', 'RUN write', 'RUN other', 'MERGE read', 'MERGE write', 'RECORD read', 'MERGE other']\n",
    "op_pure = [2.00056,6.28685,11.2043,0.152445,0.0,0.0,6.56312,0.0]\n",
    "# ems_pure = [2.40719,  6.05807, 11.3528, 9.00169, 2.63232, 11.3692 , 0.0, 12.1709]\n",
    "ems_pure = [2.40719,  6.05807, 11.3528, 9.00169, 2.63232, 11.3692 , 0.0, 0.0]\n",
    "\n",
    "def stacked_bar_read_overhead(folder,iters, exps):\n",
    "    send = []\n",
    "    labels = ['RUN read', 'RUN sort', 'RUN write', 'RUN other', 'MERGE read', 'MERGE write', 'RECORD read', 'MERGE other']\n",
    "    for ix,exp in enumerate(exps):\n",
    "        df = pd.DataFrame([], columns = labels)\n",
    "        for dnum in iters:\n",
    "            results = pd.read_csv(\"stats/\"+f\"{folder}/{dnum}/\"+f\"{exp}\" + \"/results\", delimiter=r\":\", header = None)\n",
    "            begin = 0\n",
    "            for idx, row in results.iterrows():\n",
    "                if row[0].startswith(\"=\"):\n",
    "                    begin = idx+1\n",
    "            results = results[begin:]\n",
    "            results.index = range(0,len(results))\n",
    "            for idx, row in results.iterrows():\n",
    "                results.at[idx,0] = row[0].strip()\n",
    "            results = results.T\n",
    "            results.columns = results.loc[0, :].values.tolist()\n",
    "            ix = exp\n",
    "            results = results.drop(results.index[0])\n",
    "            # if exp == exps[(len(exps)-1)]:\n",
    "            #     results.index = [dnum]\n",
    "            #     ix = dnum\n",
    "            results.index = [ix]\n",
    "            if 'Total' in results.columns:\n",
    "                results = results.drop(columns = ['Total'])\n",
    "            if 'Total RUN' in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= (results.at[ix,'RUN read'] + results.at[ix,'RUN sort'] + results.at[ix,'RUN write'])\n",
    "            ## adding random read\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' not in results.columns:\n",
    "                results.at[ix, 'Total RUN'] -= results.at[ix, 'RECORD read']\n",
    "            if 'RECORD read' in results.columns and 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= results.at[ix, 'RECORD read']\n",
    "            if 'Total MERGE' in results.columns:\n",
    "                results.at[ix,'Total MERGE'] -= (results.at[ix,'MERGE read'] + results.at[ix,'MERGE write'])\n",
    "                #tmp\n",
    "                results.at[ix,'Total MERGE'] = 0\n",
    "            else:\n",
    "                results.at[ix,'Total MERGE'] = 0\n",
    "                results.at[ix,'MERGE read'] = 0\n",
    "                results.at[ix,'MERGE write'] = 0\n",
    "            results.index = [dnum]\n",
    "\n",
    "            # Renaming 'Total' to 'other'\n",
    "            results = results.rename(columns={'Total RUN':'RUN other', 'Total MERGE': 'MERGE other'})\n",
    "            \n",
    "            df = pd.concat([df, results])\n",
    "            # print(df)\n",
    "        send.append(df)\n",
    "    # print(send)\n",
    "    res = []\n",
    "    for idf in send[:2]:\n",
    "        res.append(idf.sub(op_pure, axis='columns'))\n",
    "    for idf in send[2:]:\n",
    "        res.append(idf.sub(ems_pure, axis='columns'))\n",
    "    plot_clustered_stacked(res, exps, title=\"\", cmap=plt.cm.RdYlBu)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "id": "48c8fef6-07d8-4491-affe-b9424c0e6980",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1800x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "stacked_bar_read_overhead('interference/40/write_background',['1', '2', '3', '4', '5', '6', '7', '8'],['onepass_write', 'ems_write'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0aab5e00-e748-4ef6-8011-a1412083ab2f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}