{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6f6f250a-c4cc-46ac-8860-07a01a48d3c6",
   "metadata": {
    "papermill": {
     "duration": 0.005088,
     "end_time": "2025-03-26T20:47:55.509988",
     "exception": false,
     "start_time": "2025-03-26T20:47:55.504900",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## Ocean Stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f4793d69-477c-42bc-af61-3cc306a53c72",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:47:55.517945Z",
     "iopub.status.busy": "2025-03-26T20:47:55.517771Z",
     "iopub.status.idle": "2025-03-26T20:47:55.544092Z",
     "shell.execute_reply": "2025-03-26T20:47:55.543796Z"
    },
    "papermill": {
     "duration": 0.031604,
     "end_time": "2025-03-26T20:47:55.545187",
     "exception": false,
     "start_time": "2025-03-26T20:47:55.513583",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9ed03aef-028f-491f-90a3-51480da6d837",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:47:55.554056Z",
     "iopub.status.busy": "2025-03-26T20:47:55.553375Z",
     "iopub.status.idle": "2025-03-26T20:48:05.722866Z",
     "shell.execute_reply": "2025-03-26T20:48:05.722528Z"
    },
    "papermill": {
     "duration": 10.174975,
     "end_time": "2025-03-26T20:48:05.723961",
     "exception": false,
     "start_time": "2025-03-26T20:47:55.548986",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "%%capture \n",
    "# comment above line to see details about the run(s) displayed\n",
    "from misc import *\n",
    "from mom6_tools.m6toolbox import weighted_temporal_mean\n",
    "print(\"Last update:\", date.today())\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a092244c-959e-4c6a-a7e1-743b7a32cf31",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:05.735090Z",
     "iopub.status.busy": "2025-03-26T20:48:05.733751Z",
     "iopub.status.idle": "2025-03-26T20:48:05.828045Z",
     "shell.execute_reply": "2025-03-26T20:48:05.827569Z"
    },
    "papermill": {
     "duration": 0.099669,
     "end_time": "2025-03-26T20:48:05.829160",
     "exception": false,
     "start_time": "2025-03-26T20:48:05.729491",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Make the graphs a bit prettier, and bigger\n",
    "#plt.style.use('ggplot')\n",
    "plt.rcParams['figure.figsize'] = (15, 5)\n",
    "plt.rcParams.update({'font.size': 15})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "129b33f5-13a2-41ef-bead-cdf0088cd4ec",
   "metadata": {
    "papermill": {
     "duration": 0.003418,
     "end_time": "2025-03-26T20:48:05.836468",
     "exception": false,
     "start_time": "2025-03-26T20:48:05.833050",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Globally-integrated T & S"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "adc6ce59-1c8b-4f75-a147-ff0f33d717dc",
   "metadata": {
    "editable": true,
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:05.844041Z",
     "iopub.status.busy": "2025-03-26T20:48:05.843786Z",
     "iopub.status.idle": "2025-03-26T20:48:06.090514Z",
     "shell.execute_reply": "2025-03-26T20:48:06.090236Z"
    },
    "papermill": {
     "duration": 0.251453,
     "end_time": "2025-03-26T20:48:06.091320",
     "exception": false,
     "start_time": "2025-03-26T20:48:05.839867",
     "status": "completed"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(nrows=1,ncols=1,figsize=(10,4))\n",
    "\n",
    "for c, l, p in zip(casename,label, ocn_path):\n",
    "  ds = xr.open_dataset(p+'{}_mon_ave_global_means.nc'.format(c)).sel(time=slice('0001-01-01',end_date))\n",
    "  da =  weighted_temporal_mean(ds,'opottempmint')\n",
    "  da.plot(ax=ax, label=l, lw=3)\n",
    "\n",
    "#plt.suptitle(ds.opottempmint.attrs['long_name'])\n",
    "ax.set_ylabel(ds.opottempmint.attrs['units'])\n",
    "ax.set_xlabel('Year')\n",
    "ax.grid()\n",
    "ax.legend(ncol=3,loc=1);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3dca2a59-c16f-4bdf-a6ca-bc780c3c1fee",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:06.100393Z",
     "iopub.status.busy": "2025-03-26T20:48:06.099844Z",
     "iopub.status.idle": "2025-03-26T20:48:06.286559Z",
     "shell.execute_reply": "2025-03-26T20:48:06.286264Z"
    },
    "papermill": {
     "duration": 0.192007,
     "end_time": "2025-03-26T20:48:06.287424",
     "exception": false,
     "start_time": "2025-03-26T20:48:06.095417",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(nrows=1,ncols=1,figsize=(10,4))\n",
    "\n",
    "for c, l, p in zip(casename,label, ocn_path):\n",
    "  ds = xr.open_dataset(p+'{}_mon_ave_global_means.nc'.format(c)).sel(time=slice('0001-01-01',end_date))\n",
    "  da =  weighted_temporal_mean(ds,'somint')  \n",
    "  da.plot(ax=ax, label=l, lw=3)\n",
    "\n",
    "#plt.suptitle(ds.somint.attrs['long_name'])\n",
    "ax.set_ylabel(ds.somint.attrs['units'])\n",
    "ax.set_xlabel('Year')\n",
    "ax.grid()\n",
    "ax.legend(ncol=3,loc=1);"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9a1082c0-3792-4685-8f70-02d9ae010cae",
   "metadata": {
    "papermill": {
     "duration": 0.004006,
     "end_time": "2025-03-26T20:48:06.295876",
     "exception": false,
     "start_time": "2025-03-26T20:48:06.291870",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Globally-averaged T & S"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "55489ff1-0ac6-417a-9e4f-41a2ab7a8573",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:06.333051Z",
     "iopub.status.busy": "2025-03-26T20:48:06.332868Z",
     "iopub.status.idle": "2025-03-26T20:48:06.535880Z",
     "shell.execute_reply": "2025-03-26T20:48:06.535568Z"
    },
    "papermill": {
     "duration": 0.237043,
     "end_time": "2025-03-26T20:48:06.536789",
     "exception": false,
     "start_time": "2025-03-26T20:48:06.299746",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(nrows=1,ncols=1,figsize=(10,4))\n",
    "\n",
    "for c, l, p in zip(casename,label, ocn_path):\n",
    "  ds = xr.open_dataset(p+'{}_mon_ave_global_means.nc'.format(c)).sel(time=slice('0001-01-01',end_date))\n",
    "  da =  weighted_temporal_mean(ds,'thetaoga') \n",
    "  da.plot(ax=ax, label=l, lw=3)\n",
    "\n",
    "plt.title(ds.thetaoga.attrs['long_name'])\n",
    "ax.set_ylabel(ds.thetaoga.attrs['units'])\n",
    "ax.set_xlabel('Year')\n",
    "ax.grid()\n",
    "ax.legend(ncol=3,loc=0);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "c299e06d-e8b1-4060-abb0-bf658e489e54",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:06.548040Z",
     "iopub.status.busy": "2025-03-26T20:48:06.547311Z",
     "iopub.status.idle": "2025-03-26T20:48:06.771193Z",
     "shell.execute_reply": "2025-03-26T20:48:06.770870Z"
    },
    "papermill": {
     "duration": 0.230421,
     "end_time": "2025-03-26T20:48:06.772216",
     "exception": false,
     "start_time": "2025-03-26T20:48:06.541795",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for c, l, p in zip(casename,label, ocn_path):\n",
    "  ds = xr.open_dataset(p+'{}_mon_ave_global_means.nc'.format(c)).sel(time=slice('0001-01-01',end_date))\n",
    "  ds['soga'].plot(ax=ax, label=l, lw=3)\n",
    "    \n",
    "ax.set_title(ds.soga.attrs['long_name'])\n",
    "ax.set_ylabel(ds.soga.attrs['units'])\n",
    "ax.set_xlabel('Year')\n",
    "ax.grid()\n",
    "ax.legend();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "7139dcc3-d058-42b7-b3ac-e4100aafe2f9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:06.783565Z",
     "iopub.status.busy": "2025-03-26T20:48:06.783376Z",
     "iopub.status.idle": "2025-03-26T20:48:07.041760Z",
     "shell.execute_reply": "2025-03-26T20:48:07.041183Z"
    },
    "papermill": {
     "duration": 0.266059,
     "end_time": "2025-03-26T20:48:07.043749",
     "exception": false,
     "start_time": "2025-03-26T20:48:06.777690",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "ocean_stats = []\n",
    "for c, l, p in zip(casename,label, ocn_path):\n",
    "  ds = xr.open_dataset(p+'{}_ocean.stats.nc'.format(c), decode_times=False)#.sel(time=slice('0001-01-01',end_date))\n",
    "  stats_monthly = ds#.resample(time=\"1M\", \n",
    "                    #           closed='left',\n",
    "                    #           keep_attrs='True').mean('time', keep_attrs=True)\n",
    "  ocean_stats.append(stats_monthly) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9667bb33-664f-47bb-aa31-60ee9b8e17e8",
   "metadata": {
    "papermill": {
     "duration": 0.005101,
     "end_time": "2025-03-26T20:48:07.057219",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.052118",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Truncations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "363b40c0-249f-44f1-be6c-fea6feda2fc8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:07.069363Z",
     "iopub.status.busy": "2025-03-26T20:48:07.069222Z",
     "iopub.status.idle": "2025-03-26T20:48:07.246996Z",
     "shell.execute_reply": "2025-03-26T20:48:07.246715Z"
    },
    "papermill": {
     "duration": 0.184192,
     "end_time": "2025-03-26T20:48:07.247849",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.063657",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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Ve++959J11qtXT2PHjtXYsWNljNEnn3yi0aNH69lnn1VKSoquvPJKl47jqqSkJEnS/v37L7pvQkKCwsLCFBIS4taCJRcqW5Rj9+7dslqtDiu8bt++XZLsikhxcXFq0qSJMjIy9PXXXzusaJyZmamTJ0+qSZMmio2NtTvXzp07tX37diUnJzvE4uxc7igbXVqeQIsDAIBAwJx0AAAEsLICVXFxsU/j6NevnyRp+fLlXj9XSEiIOnXqpNLSUi1ZssRh+7///W+n/bKysiT9rxh1vvfff7/Cc5YtIDFnzhy9//77io+Pv+gIsjL16tXTjBkzJEnffPONS30uZLFYNHDgQA0ePFjSr8UsT+vdu7eCgoK0atUq/fLLLxXuGxwcrN69e+v06dN2i0+46/LLL9cVV1yhc+fO6aOPPnLYvnjxYknSkCFD7NrL3o+y7ecrW1W2Mn2+/vpr/fjjj7ryyit1+eWXu3ElriMOAABqHop0AAAEsISEBIWEhOjAgQO2RxB94YYbblDfvn21bt06TZw40WElyNLSUq1evVobN270yPnKimaPPfaY3eIHP//8s5588kmnfcoWS/jnP/9p17548WItXLiwwvMNHz5c9erV07/+9S/l5+fr7rvvVlhYmMN+//znP3Xw4EGH9o8//liSa48Mfv3111q6dKmsVqtde1ZWlrZs2eLycSrrsssu0913361z584pJSVFp0+fttt++PBh26gqSXr00UdVq1YtjRkzxunnevjwYf397393+fyTJk2SJE2ePNm2wq0kLV26VP/5z390+eWX69Zbb7XrM2HCBAUFBemf//ynNm/ebGv/4Ycf9NRTTykoKMhhZOewYcN0+eWXa+fOnZo7d66tPS8vT+PGjbOLxZuIAwCAGsgAAICAdvPNNxtJ5qqrrjJ33XWXuffee828efNs25s2bWou/CfDwYMHjSTTq1cvp8fs1auXkWQOHjzosO3NN980ksz06dPt2o8ePWratm1rJJn4+Hhz4403mtGjR5vu3bubevXqGUlm7ty5Ll3TmDFjjCSzbt06p9tLS0vNsGHDjCQTHR1tbr31VjN06FATGRlpkpOTTZMmTRyu+fPPPzdBQUFGkunYsaO5/fbbzXXXXWckmT/96U8Vvh/GGDN58mQjyUgyu3fvdrpPu3btjCRz5ZVXmhEjRpjRo0eb9u3bG0kmIiLCpKenX/Taly1bZiSZ2NhY07dvX/Pb3/7WDB482MTExBhJZtiwYS69V84+9zLr1q0zksyYMWPs2nNyckyXLl1s72tycrK57bbbTKdOnUxwcLDDZ/7SSy/Z3tO2bduaESNGmMGDB5urr77aBAUFmdjY2Iteb5mSkhLbZ1qnTh0zcuRI07t3b2OxWEx4eLj54osvnPabM2eOkWSCg4PNoEGDzNChQ01ERISRZObMmeO0zxdffGHbp3Pnzua2224zjRo1MpLMrbfeakpKShz6vPbaa6Zz586mc+fOts80PDzc1ta5c2ezbds2l683kOMo7x4CAEB1R5EOAIAAd+zYMXPXXXeZhg0b2gom5xdfqqpIZ4wx+fn5Zs6cOaZz584mOjrahIWFmWbNmpkBAwaYv//97+bEiRMuXdPFinTGGFNUVGSeeuop07x5cxMaGmqaNm1q/vznP5uCgoJyC1SbNm0yN954o6lTp46Jjo42Xbt2NUuWLLno+2GMMZ988omRZLp27VruPv/5z3/MPffcY6666ioTFxdnateubVq3bm1+97vfmR9++MGlaz9y5IiZOXOmufHGG01iYqIJDQ01DRo0MN27dzcLFiwwVqvVbn9PFumMMaagoMDMnTvXXHfddSYyMtLuGpwVJ7du3Wp++9vfmqSkJBMSEmLi4+NN27Ztzbhx48xnn33m0jWXKS4uNrNnzzZXXXWVCQ8PN3Xr1jXDhw8vtyha5j//+Y/p0aOHiYqKMlFRUaZ79+7mww8/rLDP7t27zYgRI0zdunVNWFiYufLKK81zzz1niouLne4/ffp0W5G2vK+K8pU4/ociHQCgprIY42QZMgAAgGosJSVFCxYs0Lp169S7d29fhyNJ+t3vfqfXXntNb775plJSUnwdDlBtzZ8/X6mpqZo+fbptvkYAAGoCVncFAAA11qxZszR//nx16NDB66vGVuTnn3/W22+/rYSEBI0ePdpncQDV2WOPPaaMjAyXVhAGAKA6okgHAABqrE8++USSlJ2d7ZMi3bPPPqtdu3YpLS1N586d06xZsxQREVHlcQA1wX/+8x/t3LnT12EAAOA1PO4KAADgJb1799bnn3+uxo0b63e/+52mTZsmi8Xi67AAAADghyjSAQAAAAAAAD5Wy9cBAAAAAAAAAIGOIh0AAAAAAADgYxTpAAAAAAAAAB+jSAcAAAAAAAD4GEU6AAAAAAAAwMco0gEAAAAAAAA+RpEOAAAAAAAA8DGKdAAAAAAAAICPUaQDAAAAAAAAfOz/AxuvmIwursCkAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].Truncs.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ada70fe-d17b-4ac0-875d-b1dfdbd92d56",
   "metadata": {
    "papermill": {
     "duration": 0.005385,
     "end_time": "2025-03-26T20:48:07.259179",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.253794",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Maximum finite-volume CFL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a2829add-bd71-40b3-984b-9b496fc15716",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:07.270565Z",
     "iopub.status.busy": "2025-03-26T20:48:07.270415Z",
     "iopub.status.idle": "2025-03-26T20:48:07.475556Z",
     "shell.execute_reply": "2025-03-26T20:48:07.475277Z"
    },
    "papermill": {
     "duration": 0.211773,
     "end_time": "2025-03-26T20:48:07.476319",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.264546",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].max_CFL_trans.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd5500d0-64c7-48e6-bd90-7156f22f383b",
   "metadata": {
    "papermill": {
     "duration": 0.005792,
     "end_time": "2025-03-26T20:48:07.488329",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.482537",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Maximum finite-difference CFL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "f24534bd-8f8e-4104-8ac5-18031588695f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:07.500578Z",
     "iopub.status.busy": "2025-03-26T20:48:07.500417Z",
     "iopub.status.idle": "2025-03-26T20:48:07.707369Z",
     "shell.execute_reply": "2025-03-26T20:48:07.707102Z"
    },
    "papermill": {
     "duration": 0.214052,
     "end_time": "2025-03-26T20:48:07.708129",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.494077",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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IPIurP12Il//ejO6fL8KahNOhbhKVI89M3+D19ydL9oSoJUQlR61GXLYjPwQtIbIGg3FERERERBqenb4R+S43AMDpcuM/0zbovILIPBdyGYCg8qdiBf9BfNmcCIHKEAbjiIiIiIg0/JuU4vX37pPpIWoJEVH5EGH3n6ihsE+kdHEDbrjhdpfGxpPCiu+PwTgiIiIiIiIiIpNl5DmR73TD4XCEuikUBOX7i4iIMG2dDMYRERERERFRmXHmfA52n0iHq1SmUlFZkprjxL5z2UhPT2d2XCnldruRnp6O6OhoREVFmbbesJ9NlYiIiIiIiMq+GhUrBL2OxXtO4I4f45CZm48b2zbAvGd6I8LOHBQKnRl7UnBL27o4evQoqlWrhqioKNhs/sNwKTCXy4W8vDzk5OTAXkK/Z7e7IKMxPT0dmZmZaNSokanrZzCOiIiIiIiIQs6MxKH//LYemYWTXizaewLzdh3HrZc3Dn7FVKLKUhLZ+uNZaNSoEc6ePYtjx46FujmlktvtRnZ2NmJjY0s8kBkdHY1GjRqhatWqpq6XwTgiIiIiIiIqExLPXfD6++e1CQzGUchVrVoVVatWhcPhgNPJWWFlORwOxMXFoVevXqYOFdUTERFh2fYYjCMiIiIiIiKisJGcdkF/oTDlRuC0vqioqBINJpUVERERyM/PR0xMTJn5/Dh4noiIiIiIiExRhkYXUgiNjzvg91g4Vllj7TcyisE4IiIiIiIiIgobjHFRWcdgHBEREREREYUcAzBU2rhVZpqwhWUOH4UbBuOIiIiIiIiIiIhKCINxREREREREREREJYTBOCIiIiIiIgo5lRF/VE6p7QvcPagsYTCOiIiIiIiITMFqWWQV7ltUlkSGugFEREREREREZJxVgaoDpzPwQ/xBNK1RCU/3bI0IO/N5iMzAYBwRERERERERecnMdeCq/y1ARo4DAHAsLQujB3YskW27OSiVyjiGtYmIiIiIiMKUzcbBeRQa4+P2FwXiAOCjxbtD2BqisoXBOCIiIiIiIgo5xh3Dy64T6aFuAlGZxWAcERERERGRj1yHE6/8vRm9vliEL5btgcvFYXNEoVRagrUcYksiWDOOiIiIiIjIx3drDuDTpXsAAKsSzuCyBtXR95IGIW4VUfngLiXxLA4jJ6OYGUdEREREROTj+RmbvP4eMmVdiFpSdkzecBh9xyzFsD83ITPXof8CIg+lJUBHJIKZcURERERERDqOpmWFugml2tajKXhoUjwAYMm+k6gWG+W3DIMtpIVJaFSWMDOOiIiIiIiILDV60S6vv0fM2xGillBpcEn9an6PNa5eMQQtIbIGg3FERERERERkqd2cmZMk3NGhid9jLetUCUFL5NnAFD7Sx2AcEREREREREYWNmKiIUDdBiJtjq8kgBuOIiIiIiIgo5FgTzDiGhIhKFwbjiIiIiIiIiCislZYsNDdDoySAwTgiIiIiIiIqk2xMtyOiMMRgHBERERERERGRCTiBA4lgMI6IiIiIiIhCrpSMQiQiChqDcUREREREREQUNkpLfTg1rBlHIhiMIyIiIiKioK08cApjV+5D4rnMUDeFwlCowhOlOahD4Y81CckoBuOIiIiIiCgof2w+gt5fLcF///gXV3w0D8fTskLdJAoRBieIiPQxGEdEREREREG55+fVRf9Oz3bgg4U7Q9gaErEp6RyW7jsJp8sV6qYUYRyPiMqLyFA3gIiIiIiIypa5O48B94a6FRTIp0t245WZWwAAAy5rhNlP9Q5tg4gEcMQxlSXMjCMiIiIiIipHlEAcAMzZeQybk1NC2BoiovJHKDMuIiLClI3ZbDbk5+ebsi4iIiIiIiIK3tpDZ9CpSc1QN4OoCJPgqKwTCsa53W5UqlQJtWvXNryhs2fPIiuLhVyJiIiIiIjIH4chGsdye+HDxm+DBAjXjLv77rvx888/G97Qo48+ikmTJhl+PRERERERERERUWnHmnFERERERERERJLcTOckg4Qy4/7++280bdo0qA0999xzGDRoUFDrICIiIiIiovAVKDjBmAURUTGhYNzAgQOD3lDHjh3RsWPHoNdDREREREREZY+NpbZIA+O5VJZwmCoRERERERERhY3SPPzTzbAhCWAwjoiIiIiIiIhIko3pnGSQ8Gyqvs6cOYPx48dj5cqVOHHiBHJzc1WXs9lsSEhIMNxAIiIiIiIiIiKissJQMG7Hjh24/vrrkZKSUqrTR4mIiIiIiCg88NaSiMoLQ8NUX3jhBZw7dw4PPfQQtm3bhszMTLhcroD/ERERERERERERkcHMuHXr1qF9+/aYOHGiyc0hIiIiIqLSjglOREREgRnKjKtcuTJat25tdltU5eTk4N1330WbNm0QExODhg0bYsiQITh69GhQ6z1w4ABiY2Nhs9nQr18/k1pLRERERERERMFgQJ/KOkPBuOuvvx5bt241uSn+cnJy0KdPH4wcORKZmZkYOHAgmjRpggkTJqBTp05BTQzx5JNPBpx0goiIiIiIKBxwssbgcLbLsoP16qksMRSM++CDD5Ceno5XX33V0ppwH374IeLj49GtWzfs378fv//+O9avX4/PPvsMZ86cwZAhQwyt96effsLy5cvxxBNPmNxiIiIiIiIiMoJxMyIqLwzVjGvZsiXi4+MxcOBAzJw5E71790ajRo1Uex1sNhvefvtt6W04HA6MGTMGADBu3DhUrly56Llhw4bhl19+QVxcHDZt2oQrr7xSeL2nT5/GK6+8ghtuuAH3338/vv/+e+m2ERERERFR+cJAERGJsIEHC9JnKBjncDgwatQo7N27F263GwcPHgy4rNFg3OrVq5GWloaWLVuiY8eOfs/fdddd2L59O2bPni0VjHvuueeQnZ2Nb775Jui6c0RERERERFSMw0KJiPQZCsa99dZb+OWXX1CvXj088MADaNGiBSpVqmRqw7Zt2wYA6NSpk+rzyuPKciLmzZuH33//HSNHjkSrVq0YjCMiIiIiIiEsV2U9fsZU2rCOHRllKBg3ZcoU1KlTB9u2bUPdunXNbhMAICkpCQDQuHFj1eeVx5Xl9Fy4cAHPPPMMLr74Yrz22mvmNJKIiIiIiIiITFWaY1xuzgVLAgwF41JTU9GvXz/LAnEAkJmZCQCoWLGi6vNKJp6ynJ633noLR44cwbJly1ChQgXp9uTm5nrNvpqRkQGgYMiuw+GQXl84Ut5HWXk/FH64j5GVuH+Rlbh/kS+z94Uyt4+5y9B78RCS96RyXy/bDr39y+lymvfeVKIoDodDMIPIbfpn7HK5yuS+6MuK96k2WWOgbZh9DMvPz1d9LNy+S6fT6feY26X+GyDjStM5UrSNhoJx7dq1w6lTp4y8VJhysA5Uc0AmHfTff//FmDFj8PDDD+O6664z1J7Ro0fjvffe83t80aJFAQOGpdXixYtD3QQq47iPkZW4f5GVuH+RYt68eZast6zsY9k52ZZ9RqEUiveUlZVlWjsC7V+7du3CvIwDhtbpKzcvz++xefPmITPT/334cjgcpn/Gp06dLJP7oq/Dhw9j3rzjpq7z2LEcv8f0PkuzjmH/nvEPxq2Jj8eZXRGmrN8sW875tzMlNdXvsfKwD5aE0nCOVDtmqzEUjHvppZfw0EMPIT4+Ht27dzeyCl1VqlQBUDC8VI3yBj1nWVWTn5+PJ554AtWqVcOnn35quD3Dhw/HsGHDiv7OyMhAkyZNcOONN6Jq1aqG1xtOHA4HFi9ejL59+yIqKirUzaEyiPsYWYn7F1mJ+1c5t3i630P9+/c3dROlfh/z+YxiY2JN/4xKXAl87yIqbpoL5HjfE8m2w2//8nlv7dq1Q/9rWgfdVgCIXjsLyMv1eqx///4Yvn0BcCFD87VRUVHBf8Y+761uvfro379HcOsMRz7vs3nz5ujf/wpTNzEjdT1w4ojXY4G+H9OPYbuOA1tXez3UvXt3dLmoVvDrNlHU3pPA5jivx2rUqAGkn/N6rNQfD0OsNJ0jlVGUegwF47p164ahQ4eif//+GDZsGG644QY0atQoYBZb06ZNpbehvCbQJAvK43rrPnr0KLZu3Yr69evj7rvv9nouLS0NALBhwwb07t0blStXxpw5c1TXEx0djejoaL/Ho6Kiwn5nkFUW3xOFF+5jZCXuX2Ql7l+ksGo/KDP7mM26zyhUbKF6Tyq3WEbbEWj/irBHmPfeVO4Jo6KihGZZtdlspn/GdgvWGY7sdrv5n53d7veY3jbMOoZFRvqHKiIjI8Puu1Rrp9q+Hm7tLq1KwzlStH2GgnHNmjWDzWaD2+3Ge++9pzp8U2Gz2VTHe+vp0KEDAGDz5s2qzyuPt2/fXmh9J0+exMmTJ1WfS01NxcqVK1GtWjXpdhIREREREZE2FrUnIipmKBjXq1cvoZ6NYPTo0QPVqlVDQkICtmzZgo4dO3o9P2PGDADAgAEDNNfTrFmzgPXlVqxYgeuuuw433XQTFixYYE7DiYiIiIiIiEqQxbfnJU6mRny4KWvfBVnDUDBuxYoVJjfDX4UKFTB06FCMGjUKQ4cOxaJFi4pmUP3888+xfft2XHPNNejcuXPRa8aOHYuxY8fi9ttvx+jRoy1vIxEREREREVGoleLYFVG5ZCgYV1LeeustLFmyBPHx8WjdujV69uyJI0eOYP369ahVqxYmTJjgtfzZs2exb98+nDhxIkQtJiIiIiIiIiMYUCKi8sK/ImMYiYmJwfLly/H222+jYsWKmDlzJhITEzF48GBs2bIFrVq1CnUTiYiIiIiIiIiIhAllxk2aNAkAcPvtt6NKlSpFf4t6+OGH5VtWKDY2FiNHjsTIkSN1lx0xYgRGjBghvO7evXuX6rHoRERERERUtvF2hagAfwtUlggF4x555BHYbDZcffXVqFKlStHfetxuN2w2W1DBOCIiIiIiIiKi0sAGzuBA+oSCce+88w5sNhtq167t9TcREREREVF5EKob7PJ021We3itpK81JcO5S3XoqKULBON+hnzJDQYmIiIiIiIiIyhrGj8mosJ7AgYiIiIiIiEo/1vuisoi7NRnFYBwREREREZEODj0jIiKzCA1THTJkiOEN2Gw2/PTTT4ZfT0REREREREREVFYIBeMmTpyo+rgyiYPbJ+fY83EG44iIiIiIiMqHYGpoWTGUlRMPElE4EgrGLV++3O+x6dOn45tvvkH37t1x3333oWnTpgCApKQkTJs2DWvXrsXTTz+Ne+65x9wWExEREREREVGZpRaY9U0CIirNhIJx1157rdff8+bNw3fffYcff/xRdQjr0KFDMWHCBDzxxBPo37+/OS0lIiIiIiIKERvnTSQiIpMYmsBh1KhR6NKli2YtuUcffRRdunTBqFGjDDeOiIiIiIiISo9gcpc4opSIygtDwbjt27ejefPmuss1b94cO3bsMLIJIiIiIiIqpTiajIiIKDBDwbjo6Ghs3rxZcxm3243NmzcjOjraUMOIiIiIiIiobGDWGxFRMUPBuL59+2L//v147rnnkJ2d7fd8dnY2XnjhBezfvx99+/YNupFERERERERUejFbkoiomNAEDr4++ugjLFu2DOPGjcPUqVPRv39/NG3aFDabDUeOHMG8efOQmpqKOnXqYPTo0Wa3mYiIiIiIiIjKKHdQ1QeJwp+hYNxFF12EtWvX4umnn8bixYsxefJkv2X69OmDb775Bs2aNQu2jURERERERERUjoVjeI6jr8koQ8E4AGjRogUWLlyIQ4cOYc2aNTh+/DjcbjcaNmyIHj16oGXLlma2k4iIiIiIiMowDmUlovLCcDBO0aJFC7Ro0cKMthAREREREYUlTkBARERmMTSBAxEREREREZGZGPAkovIiqMy4FStWIC4uDidOnEBubq7qMjabDT/99FMwmyEiIiIiIiqXbKxKFRR3ORn7ykBmaJSPvYusYCgYl56ejoEDB2LVqlW6BzcG44iIiIiIiIhIVDmJoVI5ZigY99prryEuLg6tWrXC008/jTZt2qBy5cpmt42IiIiIiCgsMDhARERmMRSMmzVrFurVq4d169ahZs2aZreJiIiIiIiIyhDGMqm8YOCeRBiawCE9PR3du3dnII6IiIiIiIiILFde6v9R+WAoGNe6dWucOXPG7LYQERERERGFJRbIJyIisxgKxv33v//Fhg0bsGPHDrPbQ0REREREROUQE5+IqLwwFIx7/PHH8fzzz+Pmm2/GxIkTcezYMbPbRURERERERKUMEwjJDKU5LsugMokwNIFDREQEgIIx24899pjmsjabDfn5+UY2Q0REREREROUEhwJTaaO2y3I/JhGGgnFNmjSBjXsYERERERERERGRFEPBuMTERJObQURERERERGQuJpFQSeMuRyIM1YwjIiIiIiIiIiopLMVGZYlpwbjz588jMzPTrNURERERERFRGeFmVXsioiJBBeMWLFiA/v37o1q1aqhevTqqVauGqlWr4pZbbsGCBQvMaiMREREREVFIceQZhbOyFutk8JbKOsPBuGHDhhUF3c6fP4+qVauiatWqyMzMxPz583HLLbdg2LBhZraViIiIiIioXHFzcB4RUZljKBj3+++/48svv0SdOnXw9ddfIzU1tei/tLQ0jBkzBnXr1sVXX32F6dOnm91mIiIiIiIiIqKQYqicjDIUjBs/fjxiYmIQFxeHoUOHolq1akXPVa1aFc8++yxWrlyJ6OhojB8/3rTGEhERERERERERlWaGgnHbtm3D9ddfjzZt2gRcpk2bNrj++uuxdetWo20jIiIiIiIq12ysVkdEVOYYCsbl5eWhUqVKustVqlQJeXl5RjZBRERERERERERU5hgKxrVs2RIrV65EVlZWwGWysrKwcuVKtGzZ0nDjiIiIiIio9OGkA+TLZmOGH4lTm0yVE6xSWWIoGHfPPffg9OnTuOOOO3Do0CG/5xMSEnDHHXfgzJkzuPfee4NuJBERERERERERUVkQaeRFL7/8MmbNmoVFixbh4osvRpcuXdCsWTPYbDYcPnwYGzZsgNPpxFVXXYWXXnrJ7DYTERERERERERGVSoaCcbGxsVixYgWGDx+On3/+GWvXrsXatWu9nh8yZAhGjx6N2NhY0xpLREREREREpY+bYwyJiIoYCsYBQOXKlTFmzBh8/PHH2LRpE44fPw4AaNiwIa688kpUrFjRtEYSERERERERkTqW5CMqXQwH4xQVK1ZEz549zWgLERERERERlWLMfyMi0mdoAgciIiIiIiIiIiuUlqAuExLJKKHMuP/9739BbeTVV18N6vVEREREREQU/hicIKu4S02IjkifUDDu9ddfh01wELpSmNNzeQbjiIiIiIiIqKRx4ggqadzlSIRQMO6dd94RDsYBwKlTp/DLL78gOztb6nVEREREREThiPc1RERkFqFg3IgRI4RWdu7cOXz88cf49ddfkZ2djUqVKuHZZ58Npn1ERERERERERERlRtCzqQJASkoKPvnkE4wbNw4XLlxAbGwsXn75Zbz66quoXbu2GZsgIiIiIiIiIgobHJFKRgUVjEtNTcWnn36KsWPH4vz584iNjcWLL76I1157DXXq1DGrjURERERERFSKsY4WyWCtPyrr7EZelJaWhrfffhvNmzfHRx99BIfDgRdeeAGHDh3Cp59+amogLicnB++++y7atGmDmJgYNGzYEEOGDMHRo0eF15Gfn48RI0bglltuQYsWLVClShXExMSgdevWePbZZ5GUlGRae4mIiIiIiEieFVX5WOuPiMKRVDAuPT0d7777Lpo1a4YPP/wQeXl5+O9//4tDhw7h888/R7169UxtXE5ODvr06YORI0ciMzMTAwcORJMmTTBhwgR06tQJCQkJwut57733EBcXhwYNGqBfv3646aabkJeXh/Hjx6N9+/bYvHmzqW0nIiIiIiIiccyForKASX0kQmiYakZGBr744gt8+eWXSE9PR3R0NJ599lkMHz4cDRo0sKxxH374IeLj49GtWzcsWrQIlStXBgB8/vnneOmllzBkyBCsXLlSdz0xMTFYvXo1unbtisjI4rfsdDrx9ttvY/To0XjmmWewbt06y94LERERERGRLCZ2ERVgkIvKEqHMuGbNmmHkyJHIycnBs88+i0OHDuHrr7+2NBDncDgwZswYAMC4ceOKAnEAMGzYMLRv3x5xcXHYtGmT7roiIyPRo0cPr0AcAERERGDkyJGIiYnB+vXrceHCBXPfBBEREREREVEpxNgXkXWEgnFpaWkACmqv/fTTT2jZsiUqVqwo9F+lSpUMNWz16tVIS0tDy5Yt0bFjR7/n77rrLgDA7NmzDa1fYbPZYLfbYbfb/YJ1REREREREREREZhKOPrndbjidTjidTivbU2Tbtm0AgE6dOqk+rzyuLGeE2+3GRx99hKysLNxwww2Ijo42vC4iIiIiIiKisiKUI6SZlUdlnVAwzuVyWd0OP8oMp40bN1Z9XnlcdibU1157DadOnUJGRga2b9+OhIQEtG3bFt9//31wDSYiIiIiIiIiItIRtuMyMzMzAQAVK1ZUfV4Z/qosJ+rPP//0moX1sssuw5QpU9C8eXPN1+Xm5iI3N7fo74yMDAAFte0cDodUG8KV8j7Kyvuh8MN9jKzE/YusxP2LfJm9L5S5fcxdht6Lh5C8J5Wq9bLt0Nu/nC5nwOf+2nYUM7Ymo1PjGnjxujaIsAtVOvLbvlsw18nsz9jlcpXJfdGXFe9TLSkn0DbMPobl5/uPyMvPzw+77zI/P9/vMbcJv1nyVprOkaJtDNtgnLID2wJMH6S2g4s4ePAgAODs2bPYtGkT3nzzTVx55ZX48ccfMXjw4ICvGz16NN577z2/xxctWhQwYFhaLV68ONRNoDKO+xhZifsXWYn7FynmzZtnyXrLyj6Wk5Nj2WcUKm6XKyTv6UJWlt9jRtsRaP/atWsX5mUc8Hv8QLoTr2zIBgDM2JqMQwf2YkDTCprb8ExgUMybNw8XMvUny8t35Jn+GZ86dbLM7YtqDh06jHnzjpu6zmPHcvwe0/sszTqGbTnpH9BYt249MvdHmLJ+s2w55x+MS0tL9XusPOyDJaE0nCOzVI7ZasI2GFelShUACDjDqfIGPWdZlVG7dm3cdNNNuPrqq9G+fXs8/fTTuP7669GkSRPV5YcPH45hw4YV/Z2RkYEmTZrgxhtvRNWqVQ21Idw4HA4sXrwYffv2RVRUVKibQ2UQ9zGyEvcvshL3r3Ju8XS/h/r371/0b4fThdSsPNSoWAFREfJZQ0AZ2Md8PqOYmBivz6hU8nlPNrs9JO+p0ua5QLb3PZFsO/z2L5/31q5dO/S/prXf6675cgmA7KK/f9yXh/FPDdLcVvS6f4A87yBO//79UWnLPCBbe1RTVFSF4D9jn/dWr1599O/fI7h1hiOf99miRXP073+FqZuYkboeOHHE67FA34/Zx7ALW5KBHWu9Hrv66q7o1apu0Os2U9Tek8DmOK/HatSoAaSf83qs1B8PQ6w0nSOVUZR6hIJxNWvWxAMPPIAxY8YYbtCzzz6L3377DefOndNfGEDTpk0BAEePHlV9XnlcWc6oatWqYcCAARg/fjwWL16MIUOGqC4XHR2tOsFDVFRU2O8Mssrie6Lwwn2MrMT9i6zE/YsUyn5wIj0b/b9Zjq1HU9GpSU3Me7o36lWNDWq9ZWIfs6FsvA8PtlC9J5WRQkbbEWj/irBHqD6++6T/TaWRbUdFRam+D19ug+vXYrfby9y+qMaK92lXGZKstw2zjmGRkf4ZcBERkWH3XUZG+odU1Eb3hVu7S6vScI4UbZ9Q111aWlrADDVRWVlZSEtLE16+Q4cOAIDNmzerPq883r59+6DaBRRkyQHAmTNngl4XEREREZUfX6/Yi61HC4YkbU5Owbi4/SFuERFR6We0LFVJC+WMs1S6CQ9T3bp1K0aOHGl4Q1u3bpVavkePHqhWrRoSEhKwZcsWdOzY0ev5GTNmAAAGDBhguE2KlStXAgBatmwZ9LqIiIiIqPz4aPFur7/fX7ATIwd0CFFriIiIqDSQCsbJBtR8BZqMQU2FChUwdOhQjBo1CkOHDsWiRYuKZlD9/PPPsX37dlxzzTXo3Llz0WvGjh2LsWPH4vbbb8fo0aOLHv/nn38QFRWFfv36ebUhKysLo0aNwsqVK1G/fn3069cvqPdHRERERERUngW65WMGEZVFpSN/j8KRUDBuwoQJVrdD1VtvvYUlS5YgPj4erVu3Rs+ePXHkyBGsX78etWrV8mvX2bNnsW/fPpw4ccLr8c2bN+O9995Dw4YN0bFjR1SrVg0nT57E1q1bkZKSgmrVqmH69OmGJ4MgIiIiIiIiChUbw51EpYpQMG7w4MFWt0NVTEwMli9fjtGjR2Pq1KmYOXMmatSogcGDB+P9998POPOprzvuuAPnz5/HqlWrsHHjRqSkpCA2NhatWrXCk08+if/+979o0KCBxe+GiIiIiKh8KCXlnkoFfpZEpQt/syRCeJhqqMTGxmLkyJFC9epGjBiBESNG+D3evn17fPbZZxa0joiIiIiIiCi03BwwSVSqCM2mSkRERERERGSUSKiIAy1JoZZdxoAjlSUMxhEREREREelgoIiIiMzCYBwREREREVGYCjQ7aVnEvCciKi8YjCMiIiIiItLBQBEREZmFwTgiIiIiIiIiIqISwmAcERERERER+VErok9ERMFjMI6IiIiIiChEHE4X8vKdoW4GUVhhHJjKushgXnz48GGsWrUKJ06cQG5uruoyNpsNb7/9djCbISIiIiIiKnN+35SIIVPWweF046u7rsTTPduEukleytPkEUREJclQMC4vLw+PP/44pkyZAgBwa+QvMxhHRERERESlndlxKZfLjf9M24CsvIKsuGd+34jBXVugYoWg8iVCLpihrYz9kRYOm6ayxNCR/p133sHkyZNRo0YNPPjgg2jTpg0qV65sdtuIiIiIiIjKpHMXcpGR4/B6bH3iWVzXpn6IWmQtrQQOIqLyxlAwburUqahevTo2b96Miy66yOw2ERERERERERERlUmGJnA4ffo0evbsyUAcERERERH5Ya0xMoK5c0RUXhgKxl100UW4cOGC2W0hIiIiIqIygCMSiSgYHNZMZZ2hYNxjjz2GDRs2IDk52ez2EBERERERUZg6fT4n1E0gIir1DAXjXn75Zdxyyy24+eabsWLFCkatiYiIiIiIyoHvVh8IdROIwpqbA65JgKEJHFq1agUAOHLkCPr06YOoqCg0aNAANpXiEDabDQkJCcG1koiIiIiIiELunbnb8fbNlwd8nvUCySoMcYUfl8uNbIcTMVF2RNgN5XqVW4aCcYmJiV5/5+Xl4ciRI2a0h4iIiIiIKOyoJR6QufgJE5UeaVl5uP2HOKw4cAqdmtTE7CevRcPqFUPdrFLDUOjS5XJJ/UdERERERERERGXDpA2HsOLAKQDA5uQUfL1yX4hbVLowj5CIiIiIiIiIwkZpHpJaXkrqPz9jk9ffHy/eHaKWlE4MxhEREREREekI1aR1ZWXoZjmJTxARCRGqGZeUlAQAaNSoESIiIor+FtW0aVP5lhEREREREVG5wYCdcbZSELZ1u934Zf0hHDxzHoO7tkDrulVD3SSikBEKxjVr1gx2ux27d+9GmzZt0KxZM+ECpjabDfn5+UE1koiIiIiIiIhKr48X78bwf7YCAL5asQ9HRg5CzUrRoW0UUYgIBeN69eoFm82GihUrev1NREREREREpId3j6QE4gAgMzcfny/bgw9uvSJk7bEKQyUkQigYt2LFCs2/iYiIiIiIyjImIxCZa1NyitTyoarbSGQFTuBAREREREREIcdwJykYd6OyjsE4IiIiIiIiIiKiEiI0TDUuLi6ojfTq1Suo1xMRERERUenBrBYiKg84dJaMEgrG9e7dO6gaCU6n0/BriYiIiIiIiIzg0NfwxTgWlWdCwbiHH36YBUuJiIiIiIjIEJG4C2MzxvF2nah0EQrGTZw40eJmEBERERERERGVHkxaIqNKfAKHWbNmYeTIkSW9WSIiIiIiIiIqBdwqeZIc1kplSYkH42bOnIn33nuvpDdLRERERERkWKjyXxh/CA4/PyIKRyUejCMiIiIiIqLwV9KZSBzwR0TlBYNxREREREREJYwZW1TeaQV7nS7+QqhsYzCOiIiIiIiI/LA2fekhk8V4PseBX9YdwuI9J6xrUJAenbwu1E0gspTQbKpERERERETlmdl5OmU1zmUrs++sbMh3utD5kwXYdyoDAPDJoI54+YZLQ9KWQMHeQ2fPl2xDiEKAmXFERERERERhiqEtEiGaxThjS1JRIA4AXpm5xaIWGefZPqKyisE4IiIiIiIispTIMEpWCbPemkNnQt0EIgKHqRIRERERkcnKYq2xMviWTHE+x4EX/9yETckpuLfTRXCV9BSsVGrJ7iqlZc86knIh1E2gUoDBOCIiIiIiIjLk6xX78NPaBADA1qOpqstsTk6Bu9SEUoiCczIjJ9RNoFKAwTgiIiIiIjIVk6PKj7fmbNNd5sqP5wuti9mHRFReWFozbvDgwbjyyiu9Hnv88cfx888/W7lZIiIiIiIiKqMOnT2Pb1btx1rWP5NmK4tjyEPIzZ4HMsjSzLj9+/dj69atXo/16NEDPXr0sHKzREREREREVAYlnsvEFR/Nw/mcfNhtNsz6Ty8MuLxxqJtFRCSFs6kSERERERFRqTBi3g6cz8kHALjcbjzwS3yIW1S6MJOr/HG53Fh3+CwOnjkf6qaQB9aMIyIiIiIiolLhz61JXn9n5DhC1JLwUhpHn3JSD+u53W7c8u1yLNh9ApF2GyY82A0PdmkOANh45BxGL9qFOpWjMfq2K1CzUnSIW1u+MBhHpko8l4kPFuxEdKQd7/Zvj7pVYkLdJCIiIiKisMMwBIUCa8aVL6sSTmPB7hMAgHyXG4N/XYsHuzRHdl4+rv96CTJzC7JMz13IxYzHe4WyqeUOg3FkGrfbjb5jlxWlv+44noa4F28McauIiMqGtKw8PDZlHeIPn8GtlzXG13dfhZioiFA3i4io3CiJGIZNZT5RZwiHFZb0phmgJCDwfhCOQ2zDPbg5a/tRr79dhZ/h5I2JRYE4APhza7Il29+cnIIdx9JwQ9v6aFS9oiXbKK1YM45M829Sitc49FUJZ3CeaeNERKb4If4g/tqWjJMZOfgh/iD+2XFU/0VEJSTH4cRrM7dgwDfL8fc2ay7o9czecRQN3vgT9Yb/iT+3JOm/gCgM+Q7b+/fIOSSeuxCi1pDL5UZGtgP5Tpf0a50uF1yu8AseUdmQnHoB6w6fhUNn31SLX+49mY7T53Msalmx+buOocsnC/DI5LVo/+FcHEvLsnybpYlQZtykSZMMrfzMGU41XZ6kZuX5PaZ3cCAiIjGvztzi9fd9E1bjnk4Xhag1RN7en78D/1uyGwAwb/dx7HpzAC6pX63Etu9yuXHbdyuL/n586noMbN8YkRHsd6bwJZJP88bsrVY3Q1M4Jv2UVHLU+RwHBn2/Esv2n8LlDatjzlO90bRmJaHXfrx4F974ZxtqVKyA3x7tgRvaNjDchtGLduF8jgOv3HCp8PZLC7VMUNK3cPdx3PFjHLLynLiqaU2sGXYjKkSqj5ZwqfxgPlu2B81qVra6mXj417VwFgakU7LyMGrhToy/t4vl2y0thIJxjzzyiKH0S7fbHfZpm2QetbThHcfTcG3reiFoDRFR2RaGIzWoHPtw0a6if7vdwNDpG7H0uRtKbPubklO8/k7LzsP242no1KRmibWhtHK73Tieno1qsVGoHB0V6uaQj8V7T4a6CSXKijtHo+v8a2sylu0/BaDgnubzZXvw5V1X6b7u9PkcvD5rK4CCOlzPzfgXu9+61VAbHpoUXzTM8J8dR3H4vUGw28vO/XWgCRzKzju0xrPTNyIrzwmgYHTatH+PYPDVLVSXVfuEf4xPwAcDOljYwgJnM3O9/v590xEG4zwIBeMefvjhkAXVcnJyMHr0aEybNg1JSUmoWbMm+vXrh5EjR6Jx48ZC60hLS8O8efMwZ84cbN26FUeOHIHdbsell16K//u//8MzzzyDqChefATicrnx87oE/Lk1CT1b1sXwG9sJ7w8v/LkJW17vb3ELiYiItK1OOI2klAu4rX1jBhwEJKdewCO/rsXuk+m4ulltfHd/V6lJmZQb2JLyztxthl7ndrvhdLnLbQady+XGPT+vwp9bk1G7cjRmPtELPVrWDXWziMLCk7+t9/r7qxX7hIJxv2864vX3npMZhtvgWe8rKTULy/afNJxlp2CuTOmXcDbT6++f1h4MGIwLNFSaM9mGnlAwbuLEiRY3Q11OTg769OmD+Ph4NGjQAAMHDkRiYiImTJiAOXPmYO3atWjZsqXuej799FOMGjUKdrsdHTt2xK233oozZ85gzZo12LBhA2bMmIGFCxeiYkUWFFSz8uApPDG14GS0YPcJxEZF4MXrL/Fb7lh6tt9jW4+mqq7T5XLji+V7EX/oDAa2b4yHujTXDPCdy8zFBwt3Ii/fieE3XobGNfhdEVHJWp1wGov3nkSvVnXR5+L6oW6OkOy8fPyz4ygaVquInq3K7w32N6v245nfNwIALq5XFTveuAVR5TT4ImrUgp1FAbWZ249i5vajWPZcH1zXxn/fD1RQOy/fGXDYjNm2H0vze0zvfnPermN48Jd45Dic+N+gjhh67cWWtC2cLT9wqqho99nMXAz8Pg5nP74rxK0Kf06XC6cyclCzUrQlE+n8uSWpaLIeCp3YqEjk5vuX4QmlUybU+QqnzPrzOfn6C5GuVQlnsP9UBtrUq+r3XKAJYPLyS76cVBjtemEhrK9EP/zwQ8THx6Nbt27Yv38/fv/9d6xfvx6fffYZzpw5gyFDhgitp3LlynjjjTeQlJSEf//9F7/99huWLl2KHTt2oGnTpli9ejU++OADi99N6TV353Gvv4f9tVl1OaVWjC+1SRwmrj+El//ejL+2JWPwr2ux4oB2D/pdP63Cl8v3YvyqA+g7dmlIZ9K5kJuP42lZYTmbD4W3xHOZeGfONvy8NsH0gr4ulxv7TmXgnE86OJlj7aEzuPbLJRg5fwduGLMUS/aeCHWTdKVcyEXFYb/jvglr0OvLxbjuqyUl3oYT6dlYuu8kUi6Edr9UAnEAsO9Uhl/WAvn7bs1Bv8e+WLZXddnXZm1RfXxc3H5T26Tl8obV/R7Ty/54+rcNSM3KQ7bDiRf+3IQzJVDMOtx8sWyP19/nLuQi1+FUXdbpcuGzpXtw78+rMENggowTGdmwDZ2C2Bd/w8kM/w7bcJWX78TGI+cCtjkj24HeXy1Bo7f+RrtRc7D/lPGsJzUztiThrp9W4fNle3H9mJI/bssqy9fDlaOF8lbCRmmsv7Yu8Wyom1BmXPz+bNXHAx2vp/ybaGFrSIRQMC4pKQkpKSn6C5rI4XBgzJgxAIBx48ahcuXiAoPDhg1D+/btERcXh02bNumu6/XXX8eoUaPQqFEjr8dbt26Njz76CAAwbdo0E1tftvy8LkFouX0BLkYW7vG/aX1syjqvv5+ctiHgejNzHV7Bur2nMrApqWT3R8XGI+fQ6r1ZaPTW37jtu5WcoIKEZeY60PGj+Xh/wU48NmUdRs7fEXBZt9uN8XH70euLRRj25yZk52n3GjpdLgz4dgXavj8bLUbMKhWBotLm2ekbvQrg+h7DwtF3qw94/b3iwCkcL8FZrLYfS0W7UXNww5iluPzDuUhKCZ/ZAJfuK181mGQlp6p/V7N3HvN7LC0rD58s2aOydODOOyvIDrvKd7qQlFr8e3C63FhcDo+dav1CUwPcoH2/5iBe/nszpm9Owt0/rcIGwZvoHIcTDd74K4hWlpysvHxc/elCdPlkAS4eqX5jO/Xfw1idUDBJ3aGzmRi1cKepbRi/qvjYXRriXGrF4cON0WGZkRHGXshhoNYJ/70ttHJUOlPOBOioP+Qz1LUkpGblYezKfZi/y/96ojwSCsY1b94cr7zyiupzX3/9NZYsMb/XZvXq1UhLS0PLli3RsWNHv+fvuqsghX72bPUTpagOHQoKFx4/flxnyfIrO0APqSiRqcAPnDkf8EZNLYX2iWnrVZa03uuztuBkRkHP+Zydx7Bwt/p+s/N4GgZ+txJ3/RiHhDPnS7KJ5UZ2Xj7u+WkVbEOnwDZ0CjYeORfqJmn6dtUBpGUXD3V4TyMYt+bQGTw7fSNWJZzBF8v34pOl6je6isV7T2J+4b6YkePAczP+NafR5Zzb7cbEdQl48Jc12OIz5N7zJj5cvTHbv4bWL+sPldz2/9laNMv28fRsjPYo8B9qKSqzfxuRmetAv3HLio5D13y+CJm5/tngpY3akM9A9p02NyvIKLvk3e+uE+l+jwV7vVMaqdUMSgxwPeaZYQoUdFLIOKFSziTcTN5wuOh4n6EysgMoqIfsadKGw5a3Kxw9NW09lu47qRrQLSvCMdPMjNgng4VlV2nIVP3vH/+i/zcrMG7lvlA3JeSEgnFutzvgF/vCCy9g6tSppjYKALZtK7iJ6NSpk+rzyuPKckYdOlRwY1K/fumo/1ManRMcnnTROzNVb2LUThiBatEpsvMKhpI6XeZmrvkWpP5osf/QXLfbjVu/W4F/dhzFn1uTcfdPq0xtAxWYsTUJf3ikXXf5ZEHAoTWyjqZmod+4ZWg5YpbfEB6jfGf60/L0b96Zou/O3a65vG8GVDCFgqnY3J3H8OjkdZiyMTHUTTHN5BJ8L3N3eXdWfOuzn4bSPzuO6i8koMPoeV7Z32sOncGdP8gf87Pz8nE0NUuo86okaE3U53s9aGTIfb7ThRdm/It+45aZNnxRLRjn1Gjbl8v9h9yame1+MiMb0/5NxK4TaaatU0aOw4kDpzN0z4tql0mi107bJIK2AEL2Wcj4TOCcH6pJ7cLNd2sOou/YpbrX5LLCKZRQ2iYtPXshF32+XoLI56bi1m9XqJYKosDy8p34dtV+fL1iL7J0RqUs3XcS7T6YA9vQKbhp3LISamHJSM/Ow5SNh7Em4bSl2xn6B5MHwrZmXFJSwU12oBlTlceV5Yz66quvAAADBw4Maj1lmch56LRGnRWZH1qVl6b7PRbomvBYgOFWe0+m49JRc9Dorb/R5+ulpmUpqN1wrDl0xu+xzckpSDxX3Ku85WgqzmaWvzo0Vnt40lq/x75aoV7PSNbbc7Zh4Z4TOHQ2E8P+2owdx4K/0JQZxnHonH/auG3oFEzdqN77zhsDazw4KT7UTdAl2wN6T6emqo8v2H0cTd/+G43e/AsztyWb0bQyb8rGw6pDPBZJDnU8eOY8Lv9wLpq8/Td6frEYaSZl7QVD65iyZK/3EN8KkfKXklVeno6vVuzDwj0n0OCNv0zpOGuqMrGTVrbcRJUs0cbV1SeHWqxSbkPP5R/Oxf9NXIOOH83XHBa9aM8JvD9/BzYLdNicSM/GqzM3Y+T8HbiQG/hGceORc4h98Te0GTkbMS/+ptl+tXOT6DlFdnhi37HLkJ4d+v1bi8Op/56MBmgOnM7AzeOX4ZrPF2H5/pIfKu92u+FwuQMG0I1cS7jdwAt/WndD7Xa7ketwSgX9Pw1Qw9oI2YzbUPt5bQKW7T8Fp8uNOTuPoe37s/H4lHXYbsJ1bHnw4C/xePr3jXh+xib0H7884HIulxsP/RKP3Sf9M6zNkpfvRMqFXOnrvGAzVXMdTrT/cC4e/CUe13yxGD+o1I8l84RtVcrMzIIL3EAznFaqVMlrOSO+/fZbLFmyBNWrV8frr7+uuWxubi5yc4szvDIyCjJPHA4HHI6y0eugvA+R9/PHpsMY1L44UPqSzolY5jPyXfbg6TTV5aZtPITne/vPfDZy/vaiYNjKg6cxdcMhPBpgqmcZgS58fdubdsE/8JadmwdHdMnMKBdu8vKdeHPODszeeQzXtqyDfpXdQf1mZu04hmemq+9vr83aihd7tzG8boXvTVr70fOQ98U9Qa3TqZJxEehzyMpTz2R44Jd43H55Q0T6zAKZl++/fFk5LsmQOYaJSM/WXk84fMb2/07F8L6X4L3+lwstXzHK7tdut9uNJ6etR3Lh0NuHJsXjxAcDEW3BLJjh8JkpZNviu3+pdQgEWvfZzFw8Pm0DNien4t5OTfHRbe0RYS/4Hb8/fzsSCoN66xLP4oc1+/GCyrmtJDmdgbOp4g6eRO9WtYv+/mBB4CH3gPrn7FvT5u3ZW4X34UAuqVfFf9v5+VLfsx3+56d5u45j0I+rVZfXWvfZwho9DqcLz/6+ATuG3+y3zOydx3DnT2sAAO8v2In4568LuF63241eXyzCwcJ9ZUvyOUx/tIfqtrt8ssDr7xvHLcOq5/uga7NafsuqBULdLpdfG9SyBp0u+fP5M79twMQHu0q9piQ5NPZ9hVqARu9zcLvdaONRg+76r5fiqR4tUb9qrHwjBbfpKTUrD3f/vBpxCRdw9cGlmPHYNX7L5Dvlfi+K+EPmFuC3oeC9pWfn4d4J8Vh24DS6XFQTM4b0KPq81IZXK21/Zab/hDIuA/tqICLrcbmsuy7LdzqF13U8PRs/rU3Ab5uOIHnkragcHVXQPolrUpfKMSLQskavw9SWd6hc2wJAvuRxXdSF3HyvETcrD57GnuMpaFXH/9yyOuEMThjI6hZt995TGRj0wyocOncB/S6pj+mP9hCetXndoVPo1aqudNsUkzckeJVi+c+09Xiky0VS65D5fnJz82AX7OEw+zrfSqJtDNtgnBIFDtRLE+x46JUrV+L555+HzWbDzz//jIYNG2ouP3r0aLz33nt+jy9atChgwLC0Wrx4sdffahfl90yIx8y+xZNqTP5XOyg6b9484e17LpvvcuOupeq1S16ZtQ2ts/wnl5i2ybstw/78F/VSgs+Yyg3QW+r73nam+H9ev/yzGJfXDNufm6U+3JqNDWcKPpND5y4gqm00on32MVFOtxv/ictCal7g3/8/c+Yi0oJxBTL7sJoTJ/xP2t9On42mleUCHuP/mItWVb1fM3eX/+8v2PYqTme7EB1hQ7UKpad32PcYpifX6YbDBVSOknuPZn3GQEGGybrTTmQ73ehZLxIVJIpGj168B02zjqBBRf0MpZ279mCez3EzPc/tdeGVmZuPr36bh8tqFu9nG8/kY0eKE+1rRuCqOsaPZWZ+ZsEK1JbE805sOONEiyp21feq7F9aWUG+6558MBfzDhdcmH21cj9i05Jwdd2CdU/a4P37fXXWNrRRObeZ6VS2C9/uyUX1CjY8dUk0on32ty1nA2dd7dt/APNcxTcsM7cHf/6P33kA8xBcRuaOZP8L35WrVuNENfFj7Jdz4uE4FOP12GNxgSceEd2f950+r7rs4OXFn53D6cJTk1bg7Y6xqsewvWlOHDxbfB6Zuf0Y5sydK5y5c9f3y/DdNZX8Hj991n+UwaGEg5g3z3vkydpT6vuE7G966qYjuLvG2bDN6M7M0h7J4Mx3wqXS9Llz52q+p18P+Jds+XZNcL9zqWvr5DzEJRRkJa47koLhkxb4LbNr1y7My/AvJ5Cfrz1cz2wORx7mzZuHBckOLCv83DYcScHwSQtxd4sKAAq+B1/z5s1DeoDrw5MnTxg6/2Rd8P/9i6xnZ5J/BqjWOefoBRfa14xEVYFrrW3btqLGabkarBfy8vHKhLm4tWnB55eY6L8/BmrfsWP+v4k+H/+FF9pFIyLA9bbnMexMtgu705xoVTUCjSqpX6fMmzcPCRlOzElyoFaMDXc3r4AdKvdTALBx40Y4D5t/T5WW6x90/HvRCrSr4X8OeXOjsbrBovvglztzcOhcwe9uwZ6TeO/XOehZP0rotTeMW+F1jy7r8Wn+tUBlfzsyy380ZTauqCX3fcpe54dCVpbYPhK20YEqVQqi0BdUDoJA8Rv0nGVV1Pbt2zFo0CDk5eXh66+/xu233677muHDh2PYsGFFf2dkZKBJkya48cYbUbVqVek2hCOHw4HFixejb9++iIoq/sHnLfYfOgoA3a+7AdVjCw7qnfYsxmaNmhH9+/f3fiDAOn2XnfLvEQCBJ2vwXa/b7QYW/+H1WIUKFfy3b0BmrgNY9rduGyodPA1sWuH12NubcrB+WF90bFIj6HaUJk6XC4MWz/B67Pu9ufhiSH+vfczTqfM5iI60F+1bnvafPo/UJfM1tzl6fwXMf/pa1dcLU9k/g92HJp5aA5z2njnoubXZyP7srqIMGa3tK67p0QOdmtTUXd6Mff65GZvw7ZoEREfa8eP9XXBvgCGO4SLQMUzL8gOnMGTiWqRk5eHZnq3wxR0edUo1vgfAnM9Y8dyMTfh2e8GN2bacqlgy9Dr/hTTaM/FoLFa90Ed3+Rat26D/jZd6PXYmMwdY+Y/XY527dsF1resVrGbvSYxaHAcA+CfJgYGXN8KsHQX7cqTdhg8GXI6ne7RCbAWfSwqL9ktPGTkO1B5efFxO//gOv3ZsSkoBFvtPNKXWloSzmbj34wXILZw46NeHri7a7/32L8HzGAAMetF72Y+25RRn25bA5+Rp27E0DPp0UdHfy0/k+2X+Ru49CWyJU319sxYt0b9/ewDq51xfqu/F5z1f3a41+geZGZe46gCw1zsj5rJOnXHDxQFqAqt87ouP5WPuy97tPSfyPescK7yW9ZDp87pNZwtuPtWOYfk7jgEb13g9tiq/ET4eeIX/xlTacyrbrdqGd3cvAlLTvB67tO3F6H/DJV6P/fjTagD+k1bZm3dEv0saBNyumsgWnXCT8powY18zE8gLPJQ2IjICOQ4XfCubbYlshrduaqf6GrfbjUE6vxMj+vfvj3MXctHgrVlFj21/vR/a1vO/L/E9Bv160P89tmvXDv2vae33eMTKvwBnyQXkoqIKrtt92zwlIQ8Thg4CAESu/Au5PjW9+vfvj/m7TwAr/et21q/fAP37d5duS5XtC4As7zq8IsfnxFUHgH3exyO1183ffQIv/7Qa+S43GlazY9MrN6JWpWjvhXx+Vx06XIH+V12k+pyWCnWaon//gmucJTlbgGTvwGug9zUjdT1w4ojXY6tO5uP5/l3R//JGXo/7nicPnDmPe/+3ELn5LsRERWDJs72BxUv9ttHz+r64/51/iibRqVG/CQZ0bgRs9f8uO3fubMnxY/Ti3QC8Z0b+aq8LG16+AQ2reWewDpL43D2Jntt91z92jwOjh/iU1NJoQ5defVC7crTQsiJuvvnmwJ0NetcwOtuOO18VbzzUW6gdRq7zQ0UZRalHOBh38OBBTJo0Sfo5AHj44YdFN1OkadOCi9+jR9WLLCuPK8uJSkhIwE033YS0tDSMGDEC//3vf4VeFx0djejoaL/Ho6Kiwn5nkCX6npLSclCnakEva6/W9TSDcTKfkeeyh84F7pFWW69aoUm7zWbKdxQR4DrEd90REeq98MPnbMfS524Iuh2lybkAKdyB9rGX/9qMz5btQUxUBH76v664/6pmXgf/qEj9Q9am5FRM2ZSMF65ra7zhKhxuGyr6BhukqJ/Epm0+ike7tRRfjT3C67MLlCWs9vmmZeXhhT83Yc/JdDzevRUe794y4Mn14JnzRb32ufkuPD5tAx7sKtHOEJI5Lr81d2fRzJrjVh3Es9e2xSX1qwm91maP8BsybITb7fbKkIhLOIMdJ8/7B101rD9yTug9u+B/PIyM9O99Png2CzdeWrDcE79595IqgTigIHv59X+2Y21iCmb+51rd7Z+54EDDAHW5jHjYZ/jg3RPWYuHQ670eu/Nn7wCGIi3HiTpVvLOg3luwqygQBwAP/brOb78X2b9EvgutZay6rnA4XejsEYhT+H4vkQHOYwAAj3OqSK03kffiVtkvgYIh+LVem4HM3HxUj62A5A8GFQ2z8rX9hP+F7+9bjuLmy5robl+2vSWxrO/y0VH+558vVuzH53d1DqoNapMwZDlcfsvGqmwfAJ6YthEnR98p3AYAmLfnJAa0D8/OHZGZltWyYkcu2IX3Blzhv6zLjfsmqA9zDlZUVBRu+sb799z+owV45+bL8d4t7aXXF+FzfRFKgdqhd9x0B7imsduN3QuoZZ4eTc9F89raySBqx1C17T/1+7/ILyzydTw9G+NWJ+D9AR10123kvURHRRa9zq5y7RJonXbfDuNCd/28Bu6xD6g+pxzD7v9lbdE5NcfhxHN/+g8hBoCf1id6zWb9w9pDGHSF+jEiMjLS9P3057UJeHfeTr/HT2fm4pVZ2zD9sZ6mbCfu0Dn0CdRBVEit1nluvv8xWcvSA2fwYJfm0u0LyB6BKInSJTJtXXbgtPT3WRriL6LtE76LWLNmDR599FG//wBg9erVqs95LiOrQ4eCA9HmzZtVn1ceb99e/GRz/Phx9O3bFydPnsTzzz+Pd99911DbqIDnCSpCYrjBkRTtIS0ZOnWatHy2zH84qtZsrunZeRg5fwfqDf8TF4/8Bwt3+/f6KpxusQLTgUYu+c7EWh7IFNxNPJdZNItZjsNZUB/thzhke/R8iu5mL/65ye8xt9uN2TuOYtq/iao11vRsSDwn/RpPCwIU0N6YJLfe2MKaERPXJaDii7+h+ivqve1qQboPFuzEL+sPYcORc/jPtPXYdSJw4dnZPrNNegYoypKNR7w///9MC5yJ6yvq+Wlo/d4/SBGcMTqQncfT/B6zatZBteCJ2oyTz07fiGWFReePp+vXRZm1/ajuzGMA0Oitv3Hrtys0P7O8fCcW7zmB3Rr7p2Kez4ytapMnBGp/s3dn4lymdzsW7JYv1B9OjqVlYcneEwE/3/9O9x9+AhR8L6MWFN+IaA2389xftGYrDUTt2BRoPV0+WYjMwnqtadl5uPzDuQHX+/Na/yF/v6hM0lBamTGsc32id20vtWMPAIxe5D8ELjrARB2nNCbwstLxtCzc8s1y2IZOQf/xy4XK12xKOoexK/cFPLb8sk5/f7HBhno+QXwtv21K9KpDZbbtKsHUkfN3IDWr+BhQFmfUVKsZt+dkOiZofIcOpwtzdhxFvMrka4Go/ewW7Al8ryDLt+7Y5AATdZkhVqfm2Ct/b/a65jaD7/4ZaKIatcmQAgm2VJWax6asC/icmb/fG8YsxRv/bNVcJhwnTMgLk5neyyKhNI/Bgwdb3Q4/PXr0QLVq1ZCQkIAtW7agY8eOXs/PmFEw9G3AgAFC60tNTcVNN92Ew4cP49FHH8UXX3xhepvLCpfLjQ8X7sTUfxM1MzM8i3sHqhkAAHUqe2cU6h1kMnIcqBpbEE3Ol7zQ/1tyFsAB367A6oSCk/Lp8znoN345ZjzWE3d29O+NCZQAcD7HgSoxxdFv2dnFqMDM7f5ZsLO2H8U/O47i3iubATB+MzJ142E88EvxzJh9Lq6PJf/to7psoJO81j4uwrdguUL2ZjbCbkOuw4nnZ2xCtsPp1ZPoaVXCafRqVc/rMSXYqXh91hbMeVplOCTUe4MrPD8Nw65vi48GdlR5RemjFixWjgeiDp45j0kbDgeVifnlin1+jxkJcoioXdn/JjLQjdpzM/7FzjfFzrFAwT4ukj06Z+cx/BB/EK/19R/S5XS5UOPVP4omMfnqrivxXG9zs1wVWXlOfL5sD0bddkXRY2lhPtOjls3JKbj+6yVIz3agUfVYrHupHxr7zDD6ncb596052/BMr9aoUTFac7ZIz33TyG6qtm//G6BTYpvPDICJAbLlrbg5Czc7TQjQ3/59HJI/GFRUGiE5VXv0gafIANkxQEHh80rR4pnjZnxd78zdXhSMn7/7OCo8Pw2Or/8v4PJxB0+hz9dLke9yIzrSjo2v9MPljbxLhzwyOfCkLCK2Hk3BFY29r5s9rz1K0ubk1KIMnG9X+9eBkxFO5f1Ss3JRo6L/SCUA6PjRPM2Ow37jlhV1jI++7Qq8fqP6sGI9esHNM+dzcDrTWCedTCe2LL0JAD5dugdTNibi+Id3CK8z3+kyZYRAuN87Td14GP/X2ZxMs9GLduFDj+sOX2odiLKldzyD1Vozb4tSm8CHzCH065kwYUJQ/xlRoUIFDB06FAAwdOhQr9pxn3/+ObZv345rrrkGnTsXp+ePHTsWbdu2xfDhw73WlZWVhf79+2Pnzp2455578MMPP4Rt4dhwsOrQGbw5ext2nUjHrxsC99B4Bie0AhW+tSv86mP5yPeIeuXpZOP4ZjXISE69oHrjfddP/vUJAMARIBo3Lm6/oe07nC5MXJeAX9YdQn4ZPcjJnFoD3UwN8eitMvKrPZ6WhQcneV8ML913EtsCDKu+EKBX0II5IQDIv6d8pxubklOQoXMx+LlKlqivpRrZmqqzxTld+HjxbsuytkraGonecS1qmZgy1DJ6rArG1VC5oPtzq3qv764T6VJBjjMSx+PXZ21VffzPrcleswk/PyO4z1bvAvJDlQygkmJ2AKnvmKVFMwAfS8vGJ0t3S69DmRVRa/9TnnO53EgVGNLnm+2utu6VB/1LTMhYcUAu83yyxrVNuJq+Wf13ukkiu/pERjbWHS7OjjPrWvi5GeoznFvF7XbjJ5/jZr7Ljb0nA2fTPvv7xqIO3tx8l+qMm8G66n8LMGeHenkdKwTq5AO8ry1kso58ud3uouzUcPBHgN8BoJ3Bv+HIOa8RKsN1spMUaofpiRoZt9+s2o+Gb/6FkfO1Z5kOxHMypYBtkrq6LrbQI6PvbIDz9YmMbKz1uTbS2ppWJmKwwulO/YFf4kPa6SPbUeh5y2p0X/QU6H5cpkNHi2cmb3kTfCjbQm+99Ra6du2K+Ph4tG7dGvfeey+uvvpqvPTSS6hVq5ZfoO/s2bPYt28fTpzwHmby5ptvYt26dYiIiEBkZCQee+wxPPLII37/UYH/zlAfGuzLsxdDa/bKVT4BL70Mo3SPC3e9tNhBP6zUfF5LmsZNhFqa9tydx1SW9D+hix6r7/pxFR6dvA6PTF6L/5uoXtPILKcysrFozwmc0piG+1xmLmZsSQo4bMWIQD1dInWGFJ435kbuG75ZfUD1O9kd4KI9UHBVpI6Mls4X1VJ9fJdPOw6dPa+5nrm7jgnNnjdLJdPQV47DGfD71trEhwtDF8Aw00t/qx/rghkqbxargnFqgbe6GkOuZHqrL/1gjqE2eXp8auChIp4u5Objvp/16zCJ/A7U6rN4GjF3u1CbZNn/O9XQkHlfm5NT0HLELL9j1NcqGZd6Jm0ouLHSykr/eV0C0rPz0GfMUjR88y/ddd723Qqvv51B3tCoDTH7N0l96FMgD00KTbZSMAIN75LNvPI6pwbVomI/r00o0RvVVSr1gQGg/ejAM/jt9BmaujBA6YhgOF1urw5Eq/1vSeCAu3KtfSE3P6jMuKd+22D4tcEItD9N/TfR0PqSBYJcqu1QHQ6rXpjd4XThGY+gr1F6v6WJ6w5JBeEV8YfOFq1b69z+bIByBmpkSnuUdjtMvD8yQibDzfP71TpOiAp0P/6/xcGvG7Dumrc0EA7G7dmzB3FxcUhK0h83feTIEcTFxWHvXv3MDC0xMTFYvnw53n77bVSsWBEzZ85EYmIiBg8ejC1btqBVq1ZC60lNLciAcTqdmDp1Kn755RfV/6jAsTSxE5bncVwvwHbgdPGJS6++3PhVxcEQvRuV1QlnhLLjXvl7s98Nl1aP8DGVFOGvV4rd2IgcTo6nZeEfj97TP7Yk4ZMluzFzW7LpF7T7TmXgsg/n4qZxy9Bu1FzVnuOzmTloP3ou7v5pFTp9PB/zd6kHHmUFOriuPCiXkZRe2CNkM3DrkB4gsPLp0j2qQZdAwbgvlgd3PAvENzvz7TnaN/5vzt6GPKfYDbzIb+NWnxtlhdYnrXYRl5qVi5QLuUhOvYAPFuzA5A2Hw37omG+9OIXscHcrnPWp+SU7dCXQ8rNVOhW0hi7KbNaMYSbnc8QuNq/7egl+33xEd7mVAhlT2Xnav6f35u8wJWimZvyq4IaPJZ7LxJUfzw8q88WTUkdS68I4K8+JXzccFs5G8816y3cGt5/0+HwR/vSp4SNyZnA4Xfhs6R7dTNY7fogrVTW29p3yDgws0Kh9CwBHPa7xtK6DTvvUgtP71mRupoI9N/yzXf0aJZihVDIjFLQuY2UyhIP1rkZHwcR1h+B2u3H91/4zSYvKzHXg+xDVr8oKcFxeefC08H2KnnynCw9Pisd9P68OWPNU5rrT9zdjlFodQE/L9p9C108XYp6Ba3WlJIzWu9riM3KkJDLUwvxyEQBKLEM00LF0hkTtuu3H0/Dor2sx6HvjSSueAmXG/WNSJnA5jsWJBePOnj2Lbt264b777hOaGaJChQq47777cM011yAtLS2oBsbGxmLkyJE4ePAgcnNzcfLkSUycOBFNmvjPjjVixAi43W5MnDjR6/GJEyfC7Xbr/kcFHIK/CM8bL71gnGeAQW9ZzxN/Td/pvVXkCtwkfbp0T8BhUWomqaSgi+4iIvuSWj2AV2duwe0/xOGuH9WHyXpKy8rD1I2H/VLJ1bw3b3tROvq5C7l4R+Xi7cvle4va5HC68PhUc3q6Ap1Qhv7hfzPke/L3pGR4PP27fA9toIvmzckp6DNmid/3VSlAzavlGkM6/z1yDrahU2AbOgW1Xv3DaxiQQvQYIxIIEsmMA4DlAjfLgWowad2k+b6Vb1btR81XZ6DWazPQ9O2ZeHvOdjw0KV4zg+5kRjZWHjilm5UUCsFm7pjhzdnb8K1Hx8SBM9oZk75EA2MXcvMDBiUBuRtUq/gGFvPynZpt9iTyKYjUg7TqIjxQYGiV4LDNHp/7z4wajJMZBTeT+TrZy//9w/iwRNHJkLTc9dMqnPG48RUZbvnqzC14+e/N+FKnY+Xvbcn4pvC394dAwLckaGXyA97Z5nrZpZ/71A4N5DufbCq9QJdMIOxwgPOOKJks+bSsPAz8Tv+G9JnfxbOBSoOJ6w9h45Fz2CB4rFSjNQGa1bRGCWgFIWVEPT8Nv244jN83H0GlYb+r7sOBSpeoMevSQa8MCVBwfT34V/kah3f8EGekSZZLVJncLyFAJ9Mbs7dh+KwtGPT9yoCjlkqrHIczYOd/jkSn4JfL92Li+kNCowNEvD1nm+rjdpNq+IR7zUArCdeMy8jIwIcffogGDRroLt+gQQN89NFHSElJMVwzjkJH9ObLM7hQQad4p2cGg8zvtl2DarrLiBbW98140jrBamWK6IkSKGSqddD5SycYk52Xjyv/Nx8P/BKP7p8vwgSVelOepm3yvplQmxVolE/QRGT2RBGB3ud5lRtbrfqE+05nICnlgunDSv5NSvG7UO3bVv8Y5+l8jgOdP1lQ9HdKVh66fbYQawIMo9Fj5ulIa1iyHtHfaV6+M+BNzFsBTt5bklNw6Qdz0PurJbhs1Fyvm2oq9sz0jUU3B6LDI/adysCT09YLdz6M0cn4DYdZdH2Do39tFc9cFKmzInINKBoAV1vWSGef6NAws47VCuXme32Qs0drMWs4iueMnyLfjl4QztNrhb+f+00sISG6H6idN+fqZMDM3lH8/LE07X0i1eM3ofW5+Xbc6d0syQzNU5v1WIbez/FkRjYe/GUN+o1bhgHfrhDK3vghPvxmMAzWvtPqwylLA60hx771As3yjso1i8zkXdkOczptRAPbgeq+6TmiEvgyW3ZePhoJlDFQqN2TBcpW3Ho0FR8t3o1Z249iwLcrdMu7AAUZw+/O3e43o7QMpSRTugkTPR0I8Nv8Y0vgDqBQ1tCbtukI9qiMrArUoS+rHMfixIJxc+fORbVq1fDggw8Kr/iBBx5A9erV8c8//xhuHIWGaEFfz+uu2CjxWbS0ZuTyJXLRbrQA8Y8aF17B3CyIvDaY9f+1LdlrSFJJ1ieRFeh96mVd+HI4XVh7WG5o6/L9J4WWSzznfVFSPVY/+9dToP3omi8WS61HIRIM15vYRBFMcXqt4INncORIivyJ+PNle4oKvx9JuRAwaFfeud3AifRs/LU1CXcHmFjG06akc+jx+SJ8v+ag38y5gegVsZbpifVk5oxwvr8JmULGIsM6RHpkZQpmu3yy7VMuyF+47z6Zjh/WHAzqxsGXTJajGTVmAlE7L1SIlC9h7Jk9YNWcXGbWsVnmk119MEC26xOrsvyCoYGG7Cl2n0xHyoVcoYCf57Fd5nPTW7XsENFgbmj1hg4+/dsGTNmYiIV7Tpg2UY/M9sNFsO0M1Q2yXr1oQP83YcRHKvWvLq2vnxSgiAtyIhqFyPsPhll1vrRUe+0vqc4itX1NdPd7a7b2NeTsHUdx8/jlGDl/B3p8vghbj8rVGPVtz3iDE/d5ajNyNt6avdXvmP3l8sAdpHtOhTa4rvc5ByPJpIkgSiOhq59du3bh6quvRmSkeMAlIiICXbt2xa5dZaPQd3kiekHleXMi0nPkdrvx/vwdAYume1KGIIlcCBsdYvxjfOCetWBS87UCTcoNqt7Nn1ZG00yTUo5LQqAb+XOSN6c7jqdJB11f/HMzNiWd0y1i7nYXfC/jVu7DY1PWCc1k5emfHYEzFnI1ZjoLRCS7QDQYEUzWjNbnvdoj689IMHzyxkSvv79fcxA1X/0Dx02qA1OWpGTl4l6BiQqAgpn8zB5WJFIGQI2ZQ32DWZfIOUQkGCcblPFc5/ojxgJq/5m2Ht0/W4TZJtVkUcuKDgW1zzIv3+U3ZF3m3G7WrKBW8u34+TZAvcBzuW68M8979ju967I3Z29Drddm4JZvVui2o2mNSkX/luocNTEzDgC6eGSUy9ILFof6OkmkhEhJKAU/C1VWlAWQyXDzVDVGvYNWrf6yyPDSYLZpltWHzoTdMVPt8CLakXVQo2ZqWlYebvMYpu50ufHSX2ITFfpSOrT2nZYrGxLIqIW78IbgrL6A9uzJJUFv5FYw3rQw0BfuhM7C6enpqFVLfSZALbVq1UJ6euBpxql0U667Vh44JTTzTs8vFqvWK1OjDNERuQlT2iFy4W5mtoaiW/PaXn9r3bSdKAyy6TVjvkYB5vA6fWrTKsYuc6MVaOYqLduOpQrVU3K53fh29QEM/eNf/Lw2Ab9oTFmv5qhGAGnJPrHsPFnTN1t/U611nabUlQK0Z1KWkZqVh8+XmTNJhsvlDotaZ2YYH3cg6JnZgnHwjLHhLGZmFMkW/Pe8YJU5h2ip8/qffhMRaNl4pLjn/TmN+mpt61XVaZvb60bCKKfLJTxrt+/kCGYLdKP9s8/QM5EgqfI71zoKhUtNYN8h3wc1hlYtP+C9r4m+B61rB8W9nS4q+rfe78OzHpPebzpFsiNgv8Eb2n+DqIFWUrqbXMsxVMrSDIcypQY8BToOqQWEf/MpC2NUMBORiNh5PL1UBGq/WiF2TbglwEzTLpcb3T5b6Pe4b5ayqGPp2bhhzFLp+wQtvtmYWl9LOHxnCZL1i0Utteh+qTQQCsZVr14dKSnyKZ0pKSmoWlX7QpNKL7fbjey8fAz4doXQ8jJDBTYnpyAv3ymV1SByrWpFYfY6lWOEt9H4rb/x7ar9uu/r0cnrsDNAjSi1npFAgQfZi2MZs3ccLZq0oNNH81RnnwtU7wGQH95o5BwkUu/K6XYLT+Pue0O0OTkl4FAjoGDokEKtTh4A3HmF/2Q0elrUriy8rFNgSPCQyf5FgEUvXKMjI4Tbokd0aKWW4xdcuOJ/CxH1/DQ8+Msayy9qFdkSRZ5lWFlAW2TGyE1Jxm58TQ3G+ezDemv2HKIucsgXLRx8/8S1wu+r22cLi44XgYpQA8DlDasLrS9YHyzYKbzsXQJDomV5Hjun/JuouoxvNpNIEHagwExxZtW0CZbvfqxWfycQM2MiFSsUH7P19ucB364o+j3pBQSDqbUrI16yZIUI2YCt0ND2MAgCB3vvLjpjcmlg9JwU6LuesM4/IBPMZBmesi3OgArHYvlqpSBEa9YG6rBcfuAU9po4tHPMyn2WBo3iDp7CpgCBRQBIzw79hGe9vxKbndnMEhtlnVAwrlWrVli/fj2cTvGDQ35+PtatW4fWrVsbbhyFN5e7IEPHqlnm8l1uuWCcQHWBYG4QRS+s9LYx7K/NQjNIXv7hXNXHtx3zn3X0WLp6dpbMLFC+TmoMlT18NtMrW2PL0VQ8NCnebzmtIZ+idc8UIhNjGLHqoPiFve8J/xWdIde/e/SS7gtwQfCnRDF6Rb0qMfoLFdqqMUutQu2iUvQiXu+iLt4nCG9k6K6Mv4/kFV18TdmYiNdmbsExlexFrUCxEVYNizI6TFSLciz7ZpV+3ZMrm8pnxQPmBuN816V3KD6kEfxSI3pjcvZCLnaliX8fIpNuiPZ0qw2JkjHCZ9hjSfM8dgaqsxnh82E4BDoS5u06jp3H00KWMTBfZ2IFT8/P2IT1iWfxzar9aPr237qZYYc99mMzOxI9OyhE6rc+XThBj95v+oTJk4kEolcHzcgICNnjlUi2cigzms1iRV22UDEagArF17jI5MnK1OgdMkUmRTBTUor5ZUpkOjxErE6wbvj52cwc9Pl6qeYyUz06sqwY6SXCdzRQoCHVN49fjjwLrl/LIqG725tvvhlpaWkYO3as8IrHjh2L9PR03HzzzYYbR+HN7XYjPSf4GWUCcUoG40SOSyWRcq+3jWyHUzhLcN1h/54Fh0q2QITN/6e89WgKWo5Qn0DFt3aNmk+XBM5SajFilt9jatNna/WMyN48WXWzJTODmm9gRC/VXauHy5PssBuZAI1oYMI341I0M07vAtdzaNzZzBzVfUdEdl4+JqxNwF9bkzQD44uPeQfZvli+F5eNmosdPkFs3yFxwRIdAijLikLOSs1BkRnpZIf7Kt+N022s3TFR/pmWt/8Q5xVQ/W6Neq0txccew4dEim/L3KTJfByjFupno4n+zi75YI7qrMO9W9fTfN25zFzc+UOc0DaspHS+HEvLCljL0remk+jw5G3HUjU/RysDdbdKDiG++tOFeOb3jUgWqE3abtScoux2M2+8PK8hRK6JlI6kStHadaN/32zOED09et+nkUwY2QxqkeXDoVSCbF2w0h8+NF8oMhy/kJj52SofLNhZdNxZWALBwRMaCQBGyZRRqR5bwfTty/h6xT6hAP7EdQXXbacz/a8HQiHQNVZqVh7Gxe0PeZ270kAoGPfss8+iSpUqePXVVzF58mTd5X/99Ve8+uqrqFKlCp599tmgG0nhyerTk8vtFqv341L+r7/sigOnkJWXj/sEC6IbITTphOC61GodqJ2w1LICR8zbEfCCcajAsEwzhgxGa8yQpzW8M1zJnlRa1akitNxEyfoTS/eJDx0RrW3hW3ND7xpeyXjTC2QcSblQNBzyoUnxhiaVcLvd6PLJAgyZsg53/rgK/9WowaUmLTvPrzis1o2jGTdRf29LLhrG3fGjeQGPT3qB8cMWDLF7Yup6AGI1m2Qz/pQgg9GOD98anACw9vBZvPjnpqK/tx9LE2oDADzQuZnuNpVziNhMlLqLFBHJKpGpY3TpqDl+j9WoqH0D8dHiXZYWXRalnIvGrgw8oc7CPSe8Ao6is27bbTbN/c3KTjgr153tcOKrwgmIzBxW5jn0UKb9zWpW0l8oCGlZeXh+xr+oN/xP/LrhUMDfo94v5oMFYlmgnvUaZTs9RGaZ3mhwiL+ZZOPQZk1AUJod9unALAMJjoZMWHeoqGTBKZWOIEXNihWQJFl2xgpq9xRawejpPteAMrO0W0GkgwYoKGMEBJ4AqKRpXcIM+2szbvlmeck1ppQSCsbVrFkTkyZNgtPpxODBg9GjRw+MHTsW8fHxOHDgAA4cOID4+HiMHTsWPXr0wCOPPAKXy4VffvkFNWvWtPo9kMliVTIT1LhcbkundxfNjHO63Zi4LgHvztOfHGLAtyvw59YkQz24oudjK+rSKQLVgFPbpFqmmmLuLv0iz4D/RYmMfKdL8wK3v8Csb56s2tfaNdDPnFGI1q9Q9GxZR2i5wwKZip4W7RXvpYytID4Ltie9GIFSZ0/kflm5kVyw21jv6uqEM9h5oni4wbi4/ciQrJ0xe6f3cDKtzIZghxe53W7c4ZGNtPVoKmZs9S+Kn+90qQbcPVkRtJYZGv3tarkLPmX4r1BWs8oyywNkm8rOBJqaVXCsFJlBT9k//03Sz2SVCcbtFhgiI5N1cTbT//jfpEZFzdd8ujT4ThUzKHV2fItV+6o7/M+i4L3o79AGoIrG7IPbBYYLhytl5uosE7MLPIOzMsc6K4ISnjVNbxq3DF+v2IfT53Pw8KS1eF+lzqHD6cJQnc6YaYJF9Ct7ZPrJZsaJlNmQHS4fDmTLh5RFvhMzhEPtP7OJdFIBBZ2K21VK43hKycrDRe/MxLseE/SF4jP7n865xde9P6/GzMJjoUhtZSvlO11I1pgMTs1780NXesLz+9X7qo1OllGeCBdhuu222zB37lzUrl0ba9euxfPPP4+ePXuibdu2aNu2LXr27Innn38ea9euRe3atTF79mwMHDjQyrZTiLkhVqfNKJfbLdQz/t687Xh08jp8LHggfniSf7F61e0L1inyDaSIDK0RbasvtZsxwFivuUjNrBYjZgll0Sk2Fg63/HNLEqKen4Yf480dCmiFO69oKrzsTeOWSRXqTxTsLZy367hlEwBcXFcsO0+5KTuZkY1Pl+zGpPWHNZdXatGJ7Hsut9vwxU52Xj76jvWvo/G9zlBF1XZ4/Ka1AquBamCIUguu3quSjTtz+1GvmWnLggWFw1mEygZYeMG+9vBZPPP7Bny0SP9Y63K7MXfnMXT5ZIHusjKZbNkCmXEOyQjHNp8akKGqGyPLNxiu5aNFuwCID1O12bSDv3f8ECed7Sozus/KOpjKcdbsYfUK0ePyD2sOqs4eGayZ2wo6DQ+fzfQrfu95c68ws5aW53BdmSCUaC3eWpWiS2wCoUBkh2hP9ZlcpU7laPMaU0r4fr9ah9hgg05Kp5EWKwJbtSpFCw9hHikY9Bk5f0fxsHrDLTNu32n/4el67/D2wk5TtfI/JWnhnhOlajZRz+NaqI9xZYFURfSbbroJiYmJGD9+PG655RY0bNgQ0dHRiI6ORsOGDdG/f3+MHz8ehw8fZq24ckCkMHwwRDPjJm9MtGT7ogcYz0zCY2lZOHneuiLG9gBpGUaGyrQUrN01Lm6/cIbcE1PXw+12Y+gfYgG87yWybqyq+yOSOaPYdSId0zeLZ+gEyvJRY1XgUjQz5olp6/HrhkNo8MZfeGXmFiwRvDAQCcY5nG70H79CaH2eMnMd6PzJAtXA2Sszt6hsR/s365kRolV375BkpqKvxwuHgfqyDZ2CeR4F32VnFC4NJhTWMxE5JiWner9/rUljZN3yzQp8s+qA0NCTGVuShGcFj5A4DokMfZshmfF3xUfzEHew+LgSjrPiqZGpc6nMyil6Dn533g6Mi9OejEQmGAj4TyahZbmFM06mZBXsv1YdK0SvHZ78Tf2YFizleJEiEJRwuly4b4J5JUa2HUstCnSITBYiq1al6BKb1MIsB3wysetKTBZVVuw+4Z3RrBUMW59YEEA+n+PAE1PXSW8rLStwhr/Zkw/4Ej3CyWTSK9nloegjijt42u8x0YBjqLMfT2Zko1eruiFtgwzPYcuitbEpMOnpCWNjY/HUU0/hn3/+QXJyMrKyspCVlYXk5GTMnj0bTz31FCpW1B42QeFN9JD07PSNfictM7ncJTPhQiC+N3H3XnmR6nJK8co3/tmKxm/9jddnbbWsTYF695+b8a/0sD0lI0fkJOQ5LFKrJ33bsVScz8kXzvZ58rcNQstZSTZj4pHJYpmVCtGTvFUnNNGhtftOZQhnjXoSeXtrD5+RGlqreHLaBuzSOMb47vOvzNyqub67C+ufANqfy7tztweVcaQVhL1Fcni2Vay6+Nx+LA1ut1toAoeWI/7x+pzH6wRUrPKGTz1BLTLDVBtVjzXQGn3Xfrmk6N+lJDFOs+aQL+X+STQYt+9Uhuos454CZZUHIvO5lkRAVKbTSIboMFWr3uIVjWsA0L9pPn0+B90/W4TMXHMzyLcUdipbMTzT4XThbIDSIiVFdgIHX8v2l55sHbP4Xotp/b7HxhXUdPx6xT7pDtVjaVl4dZZ/p6Li+RlytXFlnZE8JoqYsrFgRMW5nFJyYioU6vNovSox6Nu2fmgbIUHJ0M/MZY1JM0gH44L16KOPIjLSWA0jCj9KD7YVCoa2he4I6dsTXT028NC10+dzMLpwaI2VAmUrzdt1HAO+NVYkU2RSgniP2V8H6sweZ2ToskhdLK1Lyq/uulJ6mwqrU6xF92ErJ7RYk+DfY2gWkRvRJXuNXdD7DpnxNWuHd4/t+NXixyO9my/RGY897TyeJjTsRBmSHMxt0qNXtwji1dYW6j6TmSu833ve7H2tUdzfLP0ubRDU62Uumv7vqmZBbUtEOGbGjbn7Kr/HZLKElaHAS00MBOgFsz4Y0MHrb5nPVW9CETNYdS0UymssALi8YXUAgY+FyizKP8Yf9BvGaoYPC2c8tmLW6nyXW/O6sSTInmN8Z2cetdD669pwp/ULUa4f35oj1qFzoHAo5ceLd6HxW39rZkYvNnjdJGLOzmOYv1usdrSMuMJrzTnJ4RGkEY1FW1lySUSNihVQIULs6kJv0qaSUKcwY/acyZ0NpXFiPzOUeDAOCH06KIWf//Ro5feY0yU2m6pVKkV7B42fn7EpwJLq6dFW+HpF4JvVVQnywQNArP7JpA0FvV0bj5zTnfxB9itzOF1o/d4/ustp9fA+3t1//xEVbLF+PaLBPt/hIWbq9eUSy05yIh/fWAMZTyK1jA54zAYqO9xP73sZ9lfg33sgl384FzVfnaG7nBk3ftGRYhPtBLLCwqF1bomOFM+ZhNMFsnuPpAQ3hLhO5ZighrzLJCgt2nMCE9dZWzcz1MEUNU8EOB5P3qBdh1KhfMSik0mJOJOpnZnXrJb/TKEidVUB8Rtxo3IdTsuyJkRmBTXDjMd6qj6uBF4DBUsbv/U3DpzO8JsN2yybkwsyPKzolHM4XSHPuJF9X9e1qae/UAhE2m24NkTD+LQC87IZldd/vRQXcvMtHUEjwqrJRZQZxOckhSYY92P8QfwYfxB5hcc10dO1GaPUoyONh1TGxe0XDge2riNWB9pKyqznZt+it37vH0zyuCYsL0ISjCPy9fHAjn6PhTozTike7Xa78ZlG3S2breBCoSQk6JxA07Lkp+b+XXDmMQBYKXADL3tx/4/GrK+igvn8regR9+RwuoU6IE5LDOOS5XK78cY/Wy1bt1k8gyQiq31/wU643W78FH/QawiqCL1hc+cuWDfNvXJsCSYopDeLpp6h060bAuOGeJBIdvd5Ksih7duPpUlNwuDLZgO2HkvFsD/1g7XL9p/Co5Pl6wjJCLfMuCub1ER0gCDaQ5PipdbVuLp5JU++XL5X8/njKrW99p7yLwiuxurrlBMZ2eh3SUNL1v1fnZlJzVKxgnZgVSs40GbkbLObU+TwuUxsTk6xbJhqqJMPlGCjqHC40VcTHRmB569rW2Lbc7vdRd+fVqBG9vrxaFqWdMdhaZKVl4/kVLlZQc30xNT1eGLqetz9U0FtSdFh2mrnUdkOkGBKCYjM5K6wIkNY1q06I6SCMfhX+XI5pR2DcRQWYlQu3kUncLCKMpPrxHWH8PLfmwMuN2HdITz9uzW1z65sUtPrb70bL+XCQHSGtLx8J4ZKXIyLnNjavi934fyg4A3afpWZkhSRduOHMq1sQzM4nK6wyF75w6ILQDODAW53cQ0/0bWuSjgdcMKEQESGZmtdV6ll8spQji3B1PMJNvx/NM3aC2bRrGbZm9UFu4ObTXHbsdSggnEpuW5c88VSfKET3CkpwR5a7gtQC9UoM2qbKYFyM7OValfSnhVSbYjQ8BBnryhioyIsG0RVUucmu82GP1Sy45Tzh+hEQ1a456dVltTPMiszrn5V45MoRMnMOAPv43E41YOy24HjFp+zPPX4fBEqPD8NN41bpjkJkJHzkdps61Z6vvfFGNqrTYlsKzM3Hx0+1p+V3Gr/7DgqPCGUy+VWvY795aHuUtvMEpg9PZB2DapJdUyK3uNZzeqRReUFg3EUFtSu30OdGadse8gU/cwG0QkLZKkNndGifIxTBGeYnfaveFac5/q1iAw18yQSGAGAYX8FDogGmmU2HOSVcDDu+hIeZmJ2Zk6ll34HIB6kMZLBJjKsXGvrr/dth/duaS+9XYUSbAhmr1XrwAgXboOT7yj1o6wWzOHir8Q8y7NpZQTz+7vh4vqmZp8B6hlmRrzxz1b095ns5KKacudDT91b1NF8Xm2IkZFJZ6xw/8Q1+MVn6E6dytrBRREi5SHMYrfZUCXav160cpgQvQ6wQsLZTHwrMbO7KLMy4zo2rqm/UACRgnWoFJ6H7UV7jO3/79x8uaHXaYmw2VFLJ6BuprWHzwIoqNumlYlk5PibcFauZEiwu9CNlzRAlOR+EAyzJ1kx6lRGjtDvr8Gbf6l+xnZb4JILZhtwWSNsOSqeHVdSGc16tBJVSByDceQnFGn1ar3pJV0zroLPxXg4RPxTJYedKhcGomm+r8yUO5CGY9Cry0W1vP5fUkR/Jw6nS3hfUopJe5INyAZzwyrrXGau6cMd8/ILbmBEf/pW7ZFaw6aiIuy4qqnxG6SPF+8GgKAKKNeuHI0h3Voafr2VTmZkCw9J9JxIQq8wcbZgDS89wWTGHUgPn0AcEFwwbt/pjKA+CzVmZVyqTYgUTE0evX1LNmhRkpbvP4Udx9O8Hru6We2g1rn20JkSLZZtt9vQWeUcrXQqhPp6a87OY6avM9/lNiUzTqSubyBas4K/1vdS/+U9jicyQ+c89bnY/A5Bu624aHy4WS450cxkwc5yszhdbstmYw5nNptYp+Dp8zmq51G7zYbaJnR6iHC5gembxUevfLPK/M4DI2aZUGaIGIyjMKF2Q+AymF1hVOUK3r22+WGQBrxMYgY6QP7zkh2aEY6nc2XXebvfZSW63VdnBp6S3pPMMFW1ItVv3iT3vipWKLnZqh+ctMbQrKN6dp9MFx6WJXOReU3LguyYYGs8RkbYghoavT6xoNd9ocHMAwC4vUMTtKtfzfDrrfTkbxuEZ5hUsoqHTF6rm7F45f/mB9s0AMEF4/I0TgsdGtUwvF6jgjlHJqdmCdctDIdMzGB+cxE6b7RhtVjD6w6FlKw8vHLDJYZf3/3zRSa2Rp/dBtTUyGwKh+stX8FOGOBwulRnaWxYLRZvSVyviM6yqEbr6PDS9f77z7Zjqbjk/dmIffE31YC4CCuu28M5mPSCQP3QUHK5y2cwDhAvl6EWjLPZxLPon+t9sUyz/OSV0EQ6ZhrwzfJQN6HMYDCO/ISih9Jms/ndFDhdLr+hGVby7RnPd7qx/Zhc8dtQs/KrS8/OC6qH1irPXVtwEryyacllxjmcLuEaN3lOV1A3Gk2qV8SrN/j3YAeiVyjbTMHW7wrkpODwAkAuQFynckHPep8xSw20qliU3R7UxW2e04UxQdYqrBgVGbYX2BslCgzbbMDvmxIxYZ3+sX7PSbGC+nqCiOlo8s2uLgnBDhMX3YP6X2rNBAIydp9MN/zaxjoTnrRvWPKB1GCsOXTG9KxGKyltvbheVa/HlcBNqDPj1Hxye6egXu9wulUz08be01kqYBVM1r/WebROlRi/dX++bC/2nsoIatiwzYJu2zOZuagYBh0CakQ7noz4dMluVBz2W1DrcLrclkxQEu5sKL7m06P2c7TbbIgQvFgIdgh1OJW+EDV3l/GRHeSNwTjyE6o6bb4Xli639xAmq/lmyzicLukZGkPN6bbugP7NqgM4knLBsvUbdccVTQGUbM9plkRQ8tvVB1DrtRmGtxVht2Fw1xbiy5eiG7RAdhxPE86Mkxk67XS5hYv6ainIjDP+OSenZuG5GcEN77Xbbcgthb2pvmKjIvCIxTOO+rIqiBFMBouMqjFRRf8O5nT9ePeWwp/FqypD2kLh9g5NDL1O72bUbgvv7Bs1pelYr+xnvm0eOn0jWo2YhX2CM9eWJLVhtTIKMuP83d6hCarFRqk8o65F7cqG2xDo+NC9ecEwZyuOhcF+boF0DXJodmn06qwtyA0ykJaUmlWiiQ3hwmazCXfqNnzzL7/HCoJxYr+P5ZKjmHwFCsZ9d18XzH/muqDWTeGPwTjykukIXe+k70GvJOvFAf7BuINnzmP/6ZKrqaJGduiMlSM9jqdnB100uneQwz58XVSzUtHwqZK8j5Lp+Q12tla7zYa6VcQ/9/pVS9dwKzUv/rlJOONHZvIUp8uFLcnG6uB4iooILjPOLDI1RsJVtsMZdPH2vm3rSy1vWTCuhDLjPH8bWjWh9Fzbqp7wMNUq0eLBAytNfLCbodfpZR7Y7TbUFcyiCBeiHRGPWVRb8s2b2gkvq+xnvsfNU+dzkKBRn7MkWDW8PN/l8qt9qrz/ezqKz2IcTPH9QJ3rQ64u6OCzIku4kspEHWaw2234/I7gshVLGzNug06fz0GKZP3psiKYzHGbTbzD4+K6VQxvBwjcWXT/Vc1wRWPx41ODMnD9Xx6VeDCuVq1aaNq0aUlvlgSdzDYnmjOofWPp1/jeIOWW8OxaSanehaf/2WF+QV89393XxetvzwwIEVYGMM9dyEWbulX1F9Qw7Prg6ir48izoXZLBkZJMSLDbxOuTPdC5WYnOmmUl0cDyYwKzHSucbjcqRAY/1CUqwh5U/SqzbDIhsBhqZsyi+Fpf8aAAYF0wLpgJBmR43mAHc8yPirAJfxZ6EyCUhOa1KqNqbBR6GejU0ZsMKcJmC8kwY6Oqx1YQvlGUycKS0aSG+GRBRZlxYdCJ4attveCuawJxON1+wQDl3TeXyHYL5px+OlO9s0rpWLXqWGjVLJQlPVFXWdCzpfZM0mVZMLdEMplx3ZrXCer8EagEUJWYKKnfqBWXpV/ceSW+vPNK81dMRQx9bYmJicLLzpkzx+vvTz/9FIcPHzayWSoBZp2WZYo939i2AQD/zKb1EnWHAvnlIWO96ACwaK819bC0+H5unjdd5wQmWwgmS0LP1H8Tg7ohG39vZ9zQxtxZtjxPlCVZPyfegkkLArHbC4ZFini2Z5sSDRRaqdeXi01fp9PlNiVgEmkPbpiqWS6pb81NpAzZDgNfOSbUsqkimYlh1VdXIaJkahplewQwfY/5b9woHpiMsNthEzxgNJDM0v5kUEep5UW0rlOQfWDkt6dXjN5uswkNM25VpwqS3h8kvX2zdWpSQ/hGUTYA5tspGIjMWgMNUw2FEf0v9/rbqskj1IapGpmRXiYY51u76tcN6vdbRZmKFn0fTXRqNBoleryiYn0ulsscLyvWJ57Fb5uPGH69TDAuwm4LakItrREeMoeMY2nBl2FR2/5VTWuavt7S1PllNUOfxBVXXIFff/1Vc5mcnBw8/fTTGDhwoKGGUWiYdZorKJwpNrTugc7NAPgHU/5NCj4YZ7S+TKj4zoSpFDX+YMEO1BmuX3fM6qG9waR833pZY79JMmSoFUj1vJAsyWDcsL82l9i27DYbogS7u+x2G3adMF7kPJxss2DylH2nMoKu6xVht6lOOBMKsjPtWkH0dxdpt2He0739Hjej7p3sRZ3sLNKiSiozDgDafzgXN4xZio0+58lYiQlcIuw2ywKTt1zWyPR1KodBK7KrbDax/eiF3hdbNpy136UNhAMv0ZERwr892YCLaMatTGBE+crCITPON6tZa/KIyxoYv8F2OF1Y69NxZ6SQfpRgZxwgfuOuLGYkOKilWa2CbMnKFg1VbVzdmiBfWWbGaAAzXFrCs78/PnU9Zm0/avj1dolhqnZbcPVbtWrbhXqiHhvEJ7KQoRUjEK31V1YY+nTz8vLwyCOP4L777kNaWprf85s3b0bHjh3x3XffoXnz5sG2kUqSSb95u128R0E50PgebxwmzC4TGxWB//TQT5cP9cFOEeuTGXchLx8pF3Lx9pztQunWwc6spye4lO+C/19S3dhBvUqM/8Wd5wmiJC/yg5nVT1aEzSacGWe32ZBywZpAQ1mQlJoV9IzDSlaOwxn6iwWrsg9kiP7s6leNxc3t/AM0ZgxTrRAREdRNs1lKsqd3x/E0LN130q9HXTbwYnamycDCEhVWTGahvLdQTsDRtGYl4eOxrK4X1cbaYTcILRspcY0le24UvWm224CHuohd41s9TFUmSOP7/eVrXGs+FsRwy4nrD2HoH8FN1AP4Bw+1iP427Bb9lpS2PnK1+KRTMsLlWr20uKEwKy4caomFw/WKDJvNJhysjrDbgrr/0qppGuoODKsmN9KqvW31vWy4MXS1tHnzZnTo0AHTp09H+/btsXz58qLnPvroI3Tv3h379u3Do48+im3btpnWWLKemZlx4sE45TXey5vxW7TbbEI9zZMHdw9+YwE811u8Tprv8JvT53OwdN9J4ddPWh94CPgrN1yCelWC69EP5gCp7A9Gb9ESz/nP5FoSw1Sf7tnakvWKKghsC2bG2bR7+algEodgKMeTYNcTjB4tCmrAhMONSccmYsMXAp0PckzIjIuKsOGGwnIHeqwsAG7VbKrv3dJeeFmZi2a32y2VGScS8Li8YXUA1uybynHQinVXrBApFEy128Tr7Mmy221o37C60HeS7xL/7mSzGnq3FisnYbPZ8K3gkFblptaqG8vqgnXxqsRESmXG1Yg1XprjkEkTU8hkiYh+vsoubPbX0aawkH2NisFN9uVLybQLg8RKKSLJAFZSjlUfDbzC9HXLliI4nm7+EEoryWTGRdjt2BNEJ71WxqzM+ebF69oabkPA7Ut0/Ay7vi3WvnST0LKdNK4dy9ttjKErx7Zt22LDhg145ZVXcPz4cfTt2xcvvPACrr32WrzxxhuoUqUK/vrrL/z000+oVEm8wCuFnmnBOIkL1kA9dAfPBD+Tqc2mX19m5n964f6rmgW9rUAaVostqnWjR+2Ad8/Pq4W39b8luwMGCV67oV3QQ+uCOUAq36+ZE/Z6fl5WXeTf3l5uqHNFiWFiIqSKt9psOHVefHZRq1g1RMUMwQYrlRu5aIuGfojMFql8vuFQf0k0uBXoOHyjYBBNS0pWnvBNmmzdS5nfs1XBuHs6ik96JZNF43YHnm1RjchnXHQ+t+CjKOrQsWC3j4mKEPrslGHqVigaOiiw7JpDZ4SDbLLnRt8M/UBs8C+tEUjRMFXLZjIWa/OvD3f3OxZpnRPCYJ4eqXOW6PWC0vltdmD53Zsv11/IgFsLh72bPazWaqHuzFW+3mAnX1NTp3IMdr81QHh50eNKuJCpGSfTEf5yn0v8HtPKjJP5jX542xXCy4oq6IASW7ZihUh0bSY2ycrHGgFimeuSssDwaSYyMhIff/wxli5disqVK2PMmDFYvXo1+vTpgx07dmDQoEEmNpNKG6nMuMLl0rK9ZzvbcjS4mlE2W0FQUC8z7uZLGwa1HT05DidaCMyc1aZuFVMCSqfPqw9TrFU5WuigrpX9YEZm3P508zKKvGvGmbZaL1UlZqL74f+6Ct3sy1z/yrwvu81maCZjs81+srfU8sufExuaZQaZ2VfVKMepSyyqf1Knin5GQWZuwcxbVgWg77/yIuFl2zeqIbRcoKyjzibMjudyuYUvWJtKzAA5ZXB3DLve/8I5EKtq82gVd/YllRkHYN6u48LLiwShlCUibOZHMYrWbVGERGQXsjIUoHSkiLQjI8chnhknGXARrT2rrLa6QPaY1cNURQPht17W2D8YZ9KNsFVkSrYI14wryowz9/11aVbb1PUp7EWB+NB/HzI6CJ4fraJ8XlbUM3XDLdVZpWRNlxY2ieGZMse1p65p7ReQU8uMM3LMlJk8UZTdZpOonSfWWfVwl+Zoq3ENzWGqEjIyMvDDDz8gIyMDbrcbbrcbe/fuxa5d2rNWUdkn++O1gtLzp5cZZ/V4/D0nM4Teo91mk8pqCERrU3rNaFm7Mja80g/vBOjdvFciS8+XFd+z58dl2dAhifXedUVTzToInusc3FWspopcZhwwpFtL4eVfuUE80KBWs09N4+oV0Vti1ty3+12G+lWtKYiuJsGkoUOVLMj+G3BZI6nv24pj1+TB3TWHD6gRCUAr54NbfQr7m9EDemXTmsKfm+gQPADo2aquVLabVeeSM5nWBOM6NamBDRKzlot8xHYLs9esXHfBevVXbEbGfiDj4vYDEA/4WVUzTvQ+SDnXiazf6mCcaFDfbrf5TSSlldESDtnHMplx4iUtzP8t/fh/Xc1bmY+irFGJ9v73WvESMVax2Wzo1apuCLdf8H/RiWFkh9WKdro0qh6LKkHOvF7SpGZTlbxu870vVcuMszITXEZBUFK8VI6Id/trZ9Bm5eWLraiMMHznHxcXh/bt22Pq1Kno2LEjtm3bhuHDh+PEiRO46aabMGzYMOTl5emviMKKWdcdNptMIVlzthlovXonIat72goy9MSWM+NC9T9T1/s91q6wuLleoGhg+8ZoUC1WqkaRKOVzvrymeT03nsFLq2a4lPlORNO5nS43mtUUy9CR2r7dhmoSNW5OSWTcPNlDbLiF7C4cYbeFxRTnRmb6qiaRNSkiNkp8hkTAmhvb/7uqmfR6hW7GA9SMMmNYdYXICOH9TmaYU6TdjrMSE6JYdSbpKXEzJ7P/tKgtVj5BIdbRUPh/Swo+K9uwqgNPX0nU5BT56P7To5VEPSO5z6tpTbFC6zJ1x6yaMAAoyORtW098GJ7/MFWNzLhQ3wlDLjNOvmacee9vgAUzKCtk959alaItbY+MUGbzKVsW7VQa0b895qrMeh6I6P429ZEeUrMCy/j31X6WrNcmk1Rit2H2k9cKLRuh0iGgVm9O+WxFyyJYlYUpN1xXbrnmtdRHjW1JDm5kXGlj6A5o+PDh6NOnD44ePYpXXnkF69atw+WXX45Ro0Zh+fLlaNy4Mb766it07twZO3bsMLvNZCGzDpU2C368APDmTe2EhnwCxRfNesE45UBn1Uw/kXaRWxi5A56W2TuP+T125xVNC7eh/drfNh0JevuBKO/tkdZiwaLbO+jXavP9vCwpGi6TmWYXP3GKDgWSrRkHALU1pgxXyAbA9DJMFbL1lMza7319dnsn7H/nVuHlH+8unlGoMHt/i4mKEDpWuFGw78jsm4GyXX3JHLsVIvtGoMyY9GyH1Lb01m+mCLsNX6/YJ7y8aBNEa4gqZGrtWBk7kAm6WJFRVBRAsOhNihy7SmJmO5FN3HVFU+HPQfa3UTk6Sqjup0xAp6hmnAWf35RHekh3mnlanxg4O9TKQMp1ghnkMgHgkxliRfKLAtsmfh9WflaywbgIiaLzVrOiHZUEazUqxzTRzLiCOtvmZ4NH2u2W1VS9smktpP7vbkvWLZMZd4tg8DfC5p8Zp9YpqZxDRa+9RWe2lmW3yQ9/F11u/jPXqT5vdu3tcGfol/Hxxx+jQYMGWLJkCT7++GNERRVnB/Ts2RM7duzA/fffjx07dqBrV+vSlsl8YmEjfXaJzDiZ83d0ZAQe6ix3wNE6kHm20XcMf1WTUqoj7Hahi3yZob2ylLXqtcNztqM7BIJhMpSvoXaM2GGnmsDn7/t5iZw4ZQ/yMhdSERLZeaLD84wE40Tqg/RsWRePXi0egPLtydNrgyirZie8/uJ6aBag102N7NBMAMh26M8E2u9S8QkK3rixndDNkRLHlamd9XrfS4WXlT0OyQxT23XCuwd4VcJpqW0F4ltzNBREz5+ydV1kbo7skhnCMvuF6HnM8/9mKi46b/qqhddbEoWlRd5er1Z1hX+nojdznkb018+Ol/muLd0vVG5utSzbLz5Dvehqb7tcvlaraEeETGacUk9Uj/I9mPltWJkAJpvJF2Hh9bQsmZ+faJPt9oIaxfrblgvGAXL7hEw5IqsmvQKA6hUrCJXLuLJJTVwvUUZFJtNLtCO6YJiq/vcx/MZ2AMQ7uK0s32B2QFn5XC+uV1V19tVYwWBzWWEoGHfPPfdg+/bt6N27t+rzVapUweTJkzF16lTExJRcLSAKHzZYkxnnhnwvk9ZJyHNVvsvl5uvfaIuoGhMldHKz2YBIi9K4jRS/lTlhCbVB8uJP5OLB9/2IvL8db9wiNXxBNhgmurxosFNuAoeC/wvNCmizSWWDit7sKIvVFJy18uCZ85bcoDldbqmLcSN1XXIEgnGjbr1CeH1t61eT+r5ljoWxFSLRUjCrWHqYqkRmzN5TGV6PHzKpht/4VQdMWY8n2Z580d1Ntpi2TKAhwm6T6lTrKlFwXWStxcNUhVcrrGjdVnValaLMuAi7TTiryao2F2dX6S+rtDU5NcuStsi8x6X7Tpm63qoxUZj15LVFN8+iNienCC3Xrbn5kyIou/pSicCknpLIjJOpk7j3VLr+giVAtM0VK4jN6AyId94Xl+uRuI6VPN+ILmfFJBKeUrP0O+Sqxkbh8zuuFF6nFXU5C4ap6i//hGT9PivrZgsPfxe89vBcTm1ij1aSJTRKO0O/jN9++w3Vq1fXXe6+++7D9u3bjWyCSjmZ+mdSwTi3W/rCUmv9nicd35NgrsrsNkZUjo4UOrlZ2ZNXnBkn8RqT21Jc/0BseZGLB991iXx+9arESs0WKXuSFV36KsGC00aG34jcvEdG6M80bKQdShsGCs7quv14miUXEc1qVobdLhYczfvqfthsNuFJKmTIZtxZUTPu+/u7Sq1bdrZKkeVL2yx4QMGx+8a24pmNom9ROjNO4kbqeHq21HFeJLtTIbJe5bxhxWyqynnUqj1J5Ockkn1h1LDr2wIQDXqKXy9YFoyTGJKsNGHbMXNrAb1WmNkp8h6f6F5wcytTokEu6094tVJEZ6yWoVypnM8xr1C6lcd4ZdUywZHzOlmCL1zXNthmibVF8HOZPLiHeDkQiF3byA5TLVi3mN0n06Vqg8u0wSqidZ0VlgXjBK6ZqkvWJLauk8r887nnx1UpOhJv3lTckfHmTe1Q1eR6zOHO8l9G48byqdsUOmb9lm2QSe+VW7fsheUmjd5HzzYmpV6Qa4ggu03s5FZQ48Kan6Rsin/Bsua2wYrMON+yayIfX0GPaYb+gh7Li5JJVQfEasYYGaYq0ma1uhVahHts7UpAUGz5nSfSLLmJqVVYN08kkKHsa1WiQ38BIPJ1Fw1TFdw37isMPlt1ryQzTPWyBvITZYSK3WZDj5Z1pJYXESM5XEfmvDB98xGhY+zIwkl62tQV74GWCkxYcCoTyUQNhkhXiuyQz6euEZv4BiiukypyDrHZ5IbsiVL2B7dATdPizDiB9loUQr2lXUGWu8hnMXJAwT4vUo9WIbLe4lkPS0+HgxVNtfLtG8mM07uG7N68No59cLvU5B9GiOwX7w9oj9subyTc8WIXTHhQFpHriBdbbkPiOalO2mslZjK3SoRNPKNYWV6EVCeqzS50HpENXlr1+5MNYALFHUsB1+mzwg9uvQK73hyAXW8OwAcSo0nKClMul9LS0pCcnIykpCTV/6j0MOu3bJconiqXGSdfz0hzpiyPVf264bDUekWJBmjUprs2i3IhrLf2ezo1Lfq32ReWyurMDMb5Ei0k/f6CnRLrlNi+RGYcIDaUUyoYV/iRiQTC3JD7jGWHqYpeVObluyy9iYmyoBixLJlZV0U+i6IJHATbW6Ww/qJooPivbXLnbbHZVAv+b2Q4cKjYBDtSipYXXE42M06GaODurX6XFS4v/g5Fdh9ldVZkeS/ff6qwHdb8ToWGW0psu0HVWHxye0fh5ZWJOkS+QZvNJhzwlPmOv7tPvM6zTCefRf2MRdd3em2oHB2J+lVjAQB3d2yquSwADO3VpnC9+m04VzjjslX7pRUOnDlv+jqNnMdFA6OyE8NE2Gy6dZ+dLjcaVq+I/u0aCq3TKJHf31v9LkeE3S6cgSQ6QYWyT0rVPhM8k8nMvG632QzV5TWb3W5N0Fw+M078uxNl3TBV+Wvjuztqjz5SW9ulDarh0lLUWWsmw6fHkydP4vHHH0edOnVQq1YtNGvWDM2bN/f7r0WLFma2lyxmVmliG6zpUch3uYQLySu0AhOe275GIgNCht1mw2mVmXLUlrMqGFBcx0d7/Q9c1bzo32ZfWCrrE12tkcCk2HAZGxpWixVfp2Q7RGoN1inM2pIJYohQLqLSc/RrZ8zZeUxq+JtscF226LxVrHiPom4pvMh/66bLhF8j8lk82aMg20akvQffva3o36LvbsHuE0LLDe5acH4X/d0B8kNgQ8lms0mdE0WPmTLBuHaSF6d2m9jsi7I3aYBYdpOVhfqtJvL+XIKzYAPA13dfhcoS2bbFGVaCy5s8TPWtfpfh2tYFwXKRdymzD1m1PygTaui9Rc/Ni9SC7Fs4PF3meGXF5ZtIkX6FZ2eqnjSTZrH2JPsVX9OyDv56opfUumXqJN7eQXtk1txdx4TWFSwrRqRE2u2S9YTFFrZB/Jrzse4tpYdxPtf7YrGVWyTCJja8t3NhGZmDZ8WC1vI14ywo42BhZpzstXElnYnySuP1gZUM7Q0nTpzAVVddhZ9//hkxMTGoU6cO3G43rr76atStW7covb1bt27o2bOnqQ0ma0lcZ2qS6bWVSRlen3jO1Jn+PA8IsrO0irLbxYJxVk7FXhQI01ku1uMm0aoDu+hqjRyshWrz2W34v6uaia9Tsh1JAgWqG1YrmDhBJGBlZJjqsbRsnSUhvH3ZZZXZMkWDqT1a1DE9vf71vsUzI8u8R7OzeZTJGy6qWUl32ecLL1JFvu/7C/dfkeNFyzrFwxD1Vn1F4xoAgKaCE3v0ubhg2IlIYWar6yqJ+I9kQWTAosw4iZpVbeoWDKESrVUm24lifmZc4fds4Rdt1XW8yHodTvGLJOUYKFKOACg+/oi+P5lsFz33dGqK9wd0kNp/lCVFvmqrg3F6QTPPQKvM8D4rAh4yHu8ufsy6vk194WXzTKqJ7MnITOpWrTvCbkPFKO0asMrMs1YNoW7fqHpRW0TJzMgpEig2ckwR/TwKMvlkO2lDG4QRHXKp1Kw28xiriLDb/GaVN4OVEzgIB3Ntyv+1l2cwzpuhYNwHH3yA48ePY+TIkUhOTsbNN98Mm82GNWvW4MSJE1ixYgXatm0Lm82G+fPnm91mKgVsEL+xlflJtqxdWTpgpXXw9zwgVIq2Ziplu03sRFhQw8uarJFdJ9IK26LdEM+nrRpyIXxRYFFmnM1mwyX1xbNNrLhQU/Zh0dpuomQ/MpkTouxMv6K/02/v6yLVjkoCU56/d3NxJprsTJRmkqklVKdyTOGy2ss1rBZblFklGzzU25e/ubcLAGDqIz2E1qfcCFfRGQ4EFH8GR1LMrc15rcSw1zclMhQVMh+x6LIymXHK/iCy3wPy+7BcZpzI+grbYcH5w6pzUp+LC4IYIp/FLZcVZLs+1q2l7rLKd6EMr9VfvuD8L9xhZWJxcb3Aher2wyAzLl8wM85z+2IZ6XI347LLynq9cKIKs+hljRkh++6tDsYJzwBp0demnE9l2q4MedYTGSE6TBXSbbDinGc30A4riE7qFSFxbAMkM+NsNoxZuU94eVFWdYDJlJ1S6H1sjMV5M3Tnv2DBAjRv3hxvvfWW6vO9evXCokWLsGXLFrz//vtBNZBKJ9EDHiB3cK4SEyU1ExaglxlnrB0yRHsVrMyMm7wxEYDcAVC0KX3bivfGAuZmxvkuIvodDu7aXLAV1pw0ioJxIjcxhcuKzOooezKOlQgKyN5ciwbBGlaLlfrt7Xl7gO4ynjftVswYK0omS0gJduoFHDyPf3rt9X1ea/H7rrwIVzevDQBoKpDJB3gOERO5GS/4//rEc0LrFvXlXVcKL2vktywTjBcepioxgYPy2X5xp9j7lP2dinx393YqqP8iVKhfMhNDRlGvu8nrVWZyE1lvjYoFJQZE6o7JHk8sG6YqcZ5RCE3goAReJTLNzKZMOKG3H8te6xkZbm1l0o/Zw9qUUhlm/k7lM+PEl5VtZ4TA0DplD7cqMNC9RUHpG712XGmgllqEYIaXsojod+Nyu4WOg5Me7lawfsn7PCuDMCKlhkSHqSq/N9F9VCqD1m5DRQuGcVr10dogfi5TThv6x2NG4zwZOrofO3YMV1xxRdHfEREFO1VubnFEv1GjRrjuuuswffr04FpIJcptUtU4mZ+ZTDLYlU1qShVkB7QvRD0vQK06OEQKBtmsCsR50s+Mk/88Pru9k1QbxINxUqsteI1wQevQ1jNTAlUi2WbK/jukm379TemLYYkPWbpWo+DyNStFC31vURF2uMb8H5rUEAsUFbdDrsfSTDJB1+KeWO3lZIZb+QXjNJb3HOIkUlMJEM9KKVimYKFalcSGW4pShnyLsPICsF2DasLHtmgDwbjuhYFSPS9cJ1eTR6TNRYFigaUdzoLhb1YWsze7+HxsYVaYzPFQJLtR+U1f3Uzsu1N+r8LnSBMzf4x8W+FQM6514TBumWsbmdmfpWZTN/ka7rv7uvi1xyzK2sw858muyurMONFjkFXDVD3bomXtyzdJrzMyQmyIqGiJGoVo8sAdHYo7I4RG/hjINBUx8cFuxe0QWN5uFyuhpHy2oqOVZN/XuzdfLrW8FW2QWa/wSDfBDjPG4rwZCsZVrVrVq9esevXqAAqCdJ5iYmL8HqPwZtoEDjbxE6HMAeSujk2LxvKL0goKeG7bqoPDnVc0FRzeY9Oc+dUMuqnDEssCwA0X18fljWqY2obi5eS/EGuGRpm+SrnMOKkbHvm2PFs4a5yeCJvNktlXAbH3dl3reob2CamacSYPE1dqRcoEq2SGkutd5N/e3numOq11e65LNFgkkxmnLHLHFeJFxkVIdfwY6W0WfMn4ezsL7587jqcJb79o2Kfg7+lqwaCdQqTJMlkNs3Ycldq+jKaFgXizhzorH63M3iHyWSjXHo2qi00YJJ/VKLacyH7p+9uoV0W/zcorQhWMc3x1f9G/9X4fnk+LnXf9X6f/GnPfo2c5DZE12yBeIN9IsFF0nVYsL9vMf5NSdJd5uEtzuZUapPU+e7euJ3VdpRDt5C/ajwU/wCoxkULHC8+yPjIT+5h9FHhYYpQLAOw7lSGYGadcj4mtV/Z3VFGn7ISRxBjrgnHi6xY9JzAzzpuhO4+mTZsiMTGx6O/LLiuowzJv3ryix7KysrBmzRo0aKA/tIrCh1kTOIjWSStYVvxHGRlhRwWJrAJAr2acsXaIurJJTbSsU0XoRGi32dBIIsvDCJkeQJkL7Ee6mj9rskhLffdXK2omWHHKyHEUzLgqkzFp5IZKS8valQvWK7h8Ro4DK56/QXj9UhkFAu02mrUr8/2ZnZ2qzLwoNryv4P+6wTiPf+st++FtHbz+zncGDvZ73qCKTMhQsH2xdqi9xiwyh20jh/jOTWvpLjP1kR7o1aoedp9MF1rnyfNiE6wAkK5dJVt3VOS4EiFxI6Uc22Q82LmZ0HJVCm8AzT5XFwcbxdcrci6VHtovW5dT8gZJcxmfhW66VP/avfiYpb9+ZbeUmTxJy643B3h1tJpdM85IJo/Z1wqe7RS9tqkqUL8TMFZLbN7TvTWfl8/MF1/Wiuy1ToXDQ62OC2jtby0Kr8OMrFOsE0wuqFQhMsJAhqPAMnZlWbGV33pZI91l2tSt4nXMFjl+7zieJhaMK2yw6O9Odt/Xy+42ci9u1UT1RmrG6X1uDMZ5M/TVXX/99di5cydOnSooSnvbbbehUqVKePnll/Haa69hzJgxuO6663Dq1CncfPPNpjaYrLPvdAZeWCd+k6BFfD4e+R/lyQy5NooUFwesCboodX5EM0esnIFO2YbwsgLLGLnAFj3oGAm9WJEZZ8VJQ+m1FcnEsktcTMm09a1+BZ0o4hms4sOtANnAr/4yohcntzX1/r07JLJNzf75yWQ1yl40A/q/0Ra1q3j9vVNjBi8jmXHdmhfUaBG5CCxMokPiOXOzmszuYPB1/cXaM2E2qh5bNLutVrDTk0zNuPRsBwDxY7fIRfP1HrN7iqy2V+EkGVuOpuouK/sZ160Sg+d6txVaVglum31Ilgkq+b5Gi/JdiB67pDPjBBssMqTW93urX1UkM078+KYsIxos0lMlxjuzRK8Nr9xQPAGCyG8kuXBWdJlrMrOvFbyCcSZ3bhupiVc9VrvEgHwQJ7Q35FZla/lvx9hzWiLtdrEJHIr+r7/sKzdc4vUaUTIdxaJf+Rs6ky11uagWNrzSz7sdYqsW2u+kSwZYmBUaynUq6xWfDKVgOb1zGWNx3gwF4x544AHceeed2LNnDwCgZs2a+O677wAAn3zyCV544QVs3LgRl156KUaNGmVea8lSHy7abdq6bDbxm3zZH6XobEOKBzs3D/hcrsf07lYEwmR6V5VlBrU3f5Yrhcw7lGmz1HcouKzLFR5p2laeNEKZGVerklwB53yXW+o3IvO5iWXGielSx/smTeYG1+zMuM4XFWRVibw/ZVZQve9ZtidYlG8Whsgw4w6NaxS0Q+BHrQRSJq4/ZLCF6mR6g418vXrvrWZhQX9AvONHZuKUOTuPCbVDIfK9PdG9VdG/RXahrhJBeNls8+3D+yNGclIms7NkiiedkDi+CSyjfBcvXi8WbLRqJtyKFSLRv11DzWWMHEqU18jUYDPrEOv73vU+i8e7F89+K9LeU4UlBqRmMzf5/OG5bdFzpGgLZL674teIn5tEWBmM0wscAnLXVsHQ2oeMHsvEh6nKX6PLfi9CHROSwd+mNQKPErqySU2sf6Ufqvl8x2bOLq0cu5UORz2yP30r9jir9mIblNJT4q/RLxvAaJwnQ8G4Dh06YNq0aejdu3fRY/fffz/279+P8ePH44MPPsAff/yBzZs3o1q1aoFXRGFl2qYk09Zls1nXo+BZaFxEA40e3tSsvKJ/W3FokOl5K4lDk15864rCm2tA7MRmZHiP6EHHZSBP24qAqpUnDbFsN4llpQITBSsU/ZhnbherBTVUsAadJ5GPWGR2P7V1JZzN1Fy+bpWYon+LXKTdf+VFQu0AijNSRL67joVDZmSGqZq5Z/q+d5lZq83MbJSl3MyI7ENGbnz01jvuns7S63zGwG9E9LctMkzV87sW+UyM3siJ7BcVK0QKT/ai7EKmD3U2sF6h4b2FK+zRQuyGTnr2VYms5t+HXKOzjPyHKlfPVO5aYdStHTSf992m3mfneeMuNaGOVGac/jJSowi8fqfyr9FczkBmnNmXQlZeW4nMdlximXGCpXJkREaIDlNV/i8eTLEiw9EuGfi0cpSQyKqV40kHj3si7XWaH8CUZWVmnOz6ZWp4EqBdQVBS06ZN8dRTT5m5Siql7BIHftkfpcxNIqB9ExPlVXPE/KNDalZBFp/IfahykrLonhUAkOcMXM+nSY2KqFmpOMtD5NMw0ttt5sQeN13iXdemtEzgoJBLlxe/4RHbdsH/RTNNlckI9ChBJZmPTaTdoomSkmWXMOmh4tm4RPYfz8LFouTq52k/79lEMy9Yfd97Vp547S+R7y83X76WmAhl07FREbptNlJTRe94JRpo8SRSh86vHYK/KJlsCUA0iGmM3W7T/eFGCmZh+q3XAmYPefbMvGnXoBp2aQwT91petA2iQ4dgQ+XoKNStEhPwOG7kEy2+0ddfVmmq6Hc94LJGeHP2Nt31Ff9t3o0iUPzZyuxqIm1oVlN8NnCvzDjBLHrhfcdW/BpRZv/qrLwhF7lPsHL7T13TuujfWtcVRo9lEYJDB72O9bAJ1d6VDiwJLCN7r2DkU1m+/5TQcjI140SFxTBVi3ZoZb0RdlvRpF169PZNq7NRSxuLyv1ReWf2jbjRdeut3/N4YcWxQTluiWT1KG0RPdgZoXWp9s29XXzaI3Ki11+vURfXq6q7zJMeFzye7TGTldPemz3MQC4YJ/e+lCCUMpwy8HoL/i815EtkCI5oZpzwVgvc0LY401akhp+R/cHM78VrmKp0SwKTLR7vSeQicO3hs4bXr0X5Pv43sKPusuFyAWxk9jzxCRz0l7NZeN7z/JWKBLcjI+zCNz7KIcCqY7JVNeN8/x1weZvcfiGcGVe4Wq2ljdwcKa+QOTc1qi42SZXeb8S3vUaywrWXEV9War0SO5l3zTj91w1q31i4vcpvSDQYN+rWDqbfQMt8trITOJ0S6DwsDpZLrVrIRwOvKPq3dmacsY1n5TmFfv9enXeCm5Ipo+C7jUCUbYtmyFs7IkW8I0V4nZKn9NJVM67g/1IlX3SWZWact6Ay4xITExEXF4cTJ04gN1c9u8Jms+Htt98OZjNUCmU7nMIXzFb3KGgt7xZczqiiAs4Cy47o3x4AkC9RcN5MvicfoYwJiUCRJ7vNpjkMddLD3XQvxq9qWtMvS0kkmCJj9G1XhM1FgcwNxPVt6mGZTi+h7Pt6tmfB0LrKOplhRm+U9fYJz+dG3tIe78zdrr59ic23qlPFa58RC46Kr7/4NRI3dHo9ip7/NnHXDCarNJT1P5RNi9Q1szKwLsNIbULRj9hItoSZPNcmdHyz2YIKBJvBcyiX8GsElvEMMoof68WDDqKnO5Gh3IbqKRYN8xMPCtx35UV4deYW3eX1Pi+rM+Nkg1WA+Vmm3sPJ9dWuHCM9FFH07T3UpblwdrwoK4ciitQcli3VIUN0WLTRT2BTcorYLO0eWxDJVAbEJ3BSiGTRK/vyvN3HhdYZ6hEp0tnaYZDpZdXPSXlvQsdNJXCnex0b+s8rnBgKxuXk5OCJJ57A1KlTAWhnLAQbjMvJycHo0aMxbdo0JCUloWbNmujXrx9GjhyJxo3FC92vXLkSK1aswIYNG7BhwwacPXsWF198Mfbu3Wu4bRRYcmqWZcNUZY95Wot7nrCtOJaKrvLlPpegfaPqAIDX+7bDgt0nTG2HUkheK9ghWxC5YBnxZT3ZdO45HurSAjO2aNcwrOUxpNa3PcGqWyUG3ZrXxn96tLL4okD7eZtNLuCpfA+9WwsE4yQ/rLs7NS1sh/br8gpnlJQP0GpfJ+Z4TLbSXWNooMzb8r3gEglIVZC8UAUkM270nvdYwMwLmmAmr5B56Ye3dsAbGsPPZIle/AHGhqlaQfZCHxD/PYlkmclmxhnNchX5vO12m3AgWMmOcVrUYSVzzJKpGQdYFIwTzYwz+Tsuek3Ra0XaULBQkxpiwzT1VulXM87kYFyg7ajp2kx8oh6poKFNbv+RWa5o1kPBz6JShUgLMuNMXZ0XkQB/UTDOumZ4bUf1uSA+BJF93mv0j+B6rbjmVT6D5FSx2dQt7QQXOC9ZPUzV7MnCAAvr8hq4z9OtGcfUOC+GgnGvvfYapkyZgrp16+KBBx5Ay5YtUamSeB0EUTk5OejTpw/i4+PRoEEDDBw4EImJiZgwYQLmzJmDtWvXomXLlvorAvD8889j2zbzbgBIW77LLR6Ms7gHQmv9VmfGFW1H4yBZqUIkPrm9U9HfPVtqDwM04pmeBcM5tY7VRnqaDc2mWvg6p84lUBON2ZQCbfN0pjk9t6dG31n078xchynrVKOXyWeXvBg3UjNOdPhnxQqRQtuYvPEwnujRSnMZ1fboROMGXl7c+aJZg0Vim37BOIFjUbRkzUrAuuHDpmbGBRGpkrlJG9ShianBOKuGcVvJyIW48PAeCzLjZFqbkVN8vBQOIAh+Hspn4LTorkPqtyewjHcwRWT7kIoMiAagRDLYjGTGKuuVPTfddEkDLNyj3eGomyFs8/07dMG47+/vWtAGkfXJbNszmCv4OtmJr0S/92qxUabnssh0Jsn+5EVKARSNXJFc+eCuLfCLxKzgWvtbMOcksUwl6wK6MuwCxyBPoc6Ms2pma0X1WLGZ12Vk5uabvk5ALjNOYUWwsSwzFIz7/fffUbt2bWzduhX168vNbCnjww8/RHx8PLp164ZFixahcuXKAIDPP/8cL730EoYMGYKVK1cKrevGG2/EPffcg86dO6N27dro1KmT/ovIsJoVKwjVbADED87KLI1GMm4C8bxwseIEVDwpQ+CTve9zVvQYXFRYNFgrdd/3/cvc3Mq2WGT5LhdpFzlX22+OpWVLtiS09L5q2WEqxcOtRLZtbD/Te9mB0+cLlpNcr157nulVXB9QK24k8/PxDUCJXEAM7tpCfAOF5G7AtJ/33O/NzFQoqcw4vWHOsmxF/zc3qGSlSLsdP/5fVzw+db3ussp5r4KBOnOByM54KuPAmQzV7WgRbYJyurbqOC/zUYi8NdnMuEi7HU6neNaf7MyZWk0wNHTa5/+ay3osJDLcUW+d/pn8Ao0oJBKAUjpd9Nb7y0Pd0L5RDQBix2OZT1k2mAuIF7Ev2oZgJ0yE3W5BfcmCH/S9nS7C75uPmLruCI99PlCszWhmnOxPxYq4RIdGNYSOKZ6LhEMwTrTPz8qOM6FaptLBOLk2WFkWyWxSw1SVtmi8v9G3XWFCq8oWQ1d3mZmZ6Nmzp6WBOIfDgTFjxgAAxo0bVxSIA4Bhw4ahffv2iIuLw6ZNm4TW97///Q9vvPEG+vbtixo1aljSZipmt5s/m+p/CrNtTK0Z53EWtuIwpsy0dyQlcGq2VanFqtvSeM73Y7J8mKruMja8cF1b3W1bzcoSfvp1ceQCL0Zq+MjSq8VidL1a3+fNlzZEjYrRHssGXljmIspIZtxlDasLr19hZmbcnVc0kd6+iGNpWYZfa+XEIXqKs3NKfttGRdhtuPfKi4SWfaowqzlasqi2Fq+hSwKfScs6lXWXUXRvXjyEXPTmQDSofH2besLtkFFcU018/xBZ1nOonN6+17xW5aLgmvi1k+jNNXTXa6gWpl38c/NcRiSDQ3ciG59znNmZcTGFvzf9WQHV/x2I0aFeop3Wadl5wusvaI/28z1b1kHS+4Ok2iCrXYNqpq9TyYwTmcBNJptw+I3tpDvBPEtsmKVCpF0qOAKIH1f0lnuoS3OxFXmQqX0MaO9rZ4IYAfP9/V2FZyaWEQ7XFlY1oSgYZ9Ixtk3dKkG3qawxFIxr164dTp2S632RtXr1aqSlpaFly5bo2LGj3/N33XUXAGD27NmWtoOMcbvdElOsiy1Zr2osAPGgWf92DQuWN3mojKjJg7sXTTCQnh14qGO2Q7/4abCUE9vhc5kBlzGUGSdxMa61rUBqVvz/9u47PIpq/QP4d5NNNr2HEEqABEIPEErovYYaqqgIoteKIKjYaKJevCioWH+WC3qvelVQFC9eQUEBEVSqItKLSJFeAymc3x9hN1umnLPZTQJ8P8/jI5mdmZ2ZPXNm5p1z3hOs+1lpDY0dbpN7CK4UHaq8brMLvjdvxgG1hwLVwXvP5/mnKbzRzVdChGt+QKObAqvCcXLf9ZIMYmDE7He2t34CzM8NowB1Sew1eGFgRnakP8D3b2/ta5OpD8pLnpLAAAsibHLdVJIiQ3z+/S4j8pockjHt05W6MM8b0crxb9l6Xrab2ITOdaW3wxu+zO0IuI6OanYIx3txXsueS/n2PJ5G3VS9ODcKrqx317GzysuaMSs67jnB1FpEm89sL5JmZbjQOe+wxHerXGJcW1bKLVOoeEE3278V47s78vz565ark0SQXfWdtUwwrribqvx6MyrFKAeuD5/xfUveAIv6YD1mZMv8pB4NpNdZvB1F/5fZmi61KxrWl/tPev/isG1aotTv56+cccFXWtz6ow2Gvxp2qDS6kMlFWVrPblcTr4JxDz74IH788UesXr3a19vjYM/vpted1D6deeCufrIPSPYHZdn5m6cUd3OUqkSk1io/7PdNzdXfHvmLffeNbtS8G8BB7U2++/aUZL7Sqs4DAwLwgMRD4M8Teymv27RlnFMN7euR/uzfvf6PE9LrdV7O28/15Bl0z3J/WDeqA9x78/Wom6w7b77bd/qvmb/x50/0znD822jWvg0qI05j4BJf8CYXnp3MYascY5wD0lsqXbPLyy2gSutNf3YZAsyPyYBGai0xK0YVv5SQ3U2Z827mgCaIj/BP2bdTqWNV8w7553eUm+/EhaLWUsbdVNXP/293FL2U/6MED8d6zMqEe04wX/92Va7krDWbV/Vllrct42TvewsUN0hptFilNctrUiXO5+ssbomlP483o6laAwOUWwgajU6qmq/OmUpwBJDPKWa02pkDmiA9KUpqPc4CFJ7fIm1Wv7XCrFsxWuq4nVRtYSpZfTa+0qXdH4zSIZWE6mAvgFyLVCrm1d33kCFD8I9//AP9+/fH9OnTsXr1auzbtw/79+/X/M8b9uX0Rky1T/d2/eTK/aFUS+Mq8pWIEAot0hRv2GUraedqyZfdB96+qaXUfP4WotBtSW7/3f+WD8b5suuwM6PfujTfrtzXMd10nmQvWsaZ5oxzalmhsrcquWt2HDVv1VDFKZBidrnvVU+tRaqdTB1kZ/i22+2jj0a3k16Pv3NuaLm/Ux2XAJvRzWpSlO9bSdkFlWAAB5nz2d7Cy6ybsypvk8iXJV8nkFel0k01r8D7lttm2558JXCXEGFeru15T/3J162PrX4PxsleR4scO3fJYF3q32/0AqWkzFopuwe01X4785ntXaLNg3FOLeOkgiOmszioBM3tChTzaqjURb4eOMW+On9UyzL3psU54+T3KzDAotwVWHVQDRlClM39irc5X1WeFQIDLH4N2Pjj2UG2Ln5pSDOp+bzZRH+3jFPpFm10jMvLfVh54nUm5YyMDMTGxuKJJ57AE088oTufxWJBQYF6t6Zz54q604WFab9Nt4/eap/P3y5duoRLl4pvZM6cKUpSnJ+fj/x8/422WFo2HzxlOk/vesnYeOCk1PoKCguxbv9xqXkLCwuljuHlwgLk51tQWChXnpzXazR6p32eAsn19qsvlytRpVx4U4aqxYZh219y3UMKC8yP8eXLrvPIHGchLiM/Px+FEue487liVhXb57t8Wf9B0P7dKm7NqiG1jPs8hRIPpKrbkp+fDyGMb5wDLMXrLSyU3waj42bn/ntrf78FETYr5gzKdNoO420enlkV+fn5UtvgvM1GCgpdf2uj8ma1WFzmDTW4ym3686TLvBaJm3JvzmvD307I7xuE8Fu9EmhRW7fz+s3e7gcFBuCOVkXn3iUfXy8LC/KBywFS9xkFBflKN+KqdYVs8n2Ve6LCK9c9WTLb7HxtLCgwnn/ZtsPomi4/wrfz95vduw9vmiJd5mTvE7xRUFhQVB9LBIqLj5v5b3j5ynoB87rFvn8y+/jcgMZFdazENQEovlYapsRQrFtUl3GeTyb4YXb/4X78C0yu0ar7Zl//ZZPtyMsv/o1lfg9xWf6+xbn8CIkgW35+PiKC5R7rVO/FAPN7ENVjnHvl2BXky5xLaue//f7GqLovLCxAYaF8vX1lxTgi0e3UeVvzDcrmZYXy4Cw2NMi0bAKAReE+2b4thvcgXm6v/VjLvPILsJjXr95eC2SXC4BafRgI4+NSMTIEswc2QZPK0cjPz0diuH4KHqCoIYLy/VhBgdfHxYj92uT+oltzXonnipJey+3LXg2xF9lt9CoY98UXX2DgwIEoKChAYmIiqlWr5giO+Yr95l7vxrkkTXu9MWPGDM2g45IlS3QDhleT3WfMbyJ27twhvb4Df/6JQ2fkHji+W74cv4WaV9FfL10CW6AFf56Xu3Du2LEDi0VRy0mjVjeLFy8GABzNlVvvV1/9T2o++3p9Pa/dhfPyOZ5+WLMGZ7YZt6Rb88MPOPFb8Tybjpv/fn8eOIDFi49hp0T5cd5Hsxtt+7w79ui/gfzryBHl41ar8LDUMu7zHL9oXjZUt2Xx4sXYts/4DWthfr5jvZtPmP8e9nm37TV/c7t69Woc22JcJj7oFIYACxCwfyMW798IADh63LhL0vqfisra7xLb4LzNRg4ePOgy3/bT+uUtMghYunSpy7RqEQHYd077N3Re7+GD5omBvTmv/9D5bgDYs2cPFi8+6Pj7TJ7+te3AH/uxePFfyt8v46/dW7H4rHwd77z+g38aH7dJjYKx5rtvAAB5hb69dn/55ZcIsFhwQOK68OWXXyqtW7Wu+FOi/Miu127pkiUIVUiEKLPun35ci4s7i27/jMobAESe2ovFiw949f2XLmofj4ZxgeiYbEXbwANYvPhPqfVu3LABYQd/kd4OFatWrsSByED88Yf8+b9R4vr4zddfIzyo6Lc7ccL4AX7Lb1uw+Jzc+Vft7A4sXrzTsF5xtu7nn3B5j/Ht/o7t27G4YK/U+uz27tkt/fs5lwuZe5dly76RXh8A7D1rfA/izfUZAE5dMj7Gm3/5FYtPbQMArNlvfs3b9vvvWHxxt9Q2fPP114i4Un62HDB/qFu8eDFwQS4/mf0aee6s8fXc+bj5+hgfOVx0D5cvEQTfs3cvFi8+JL3ufXv3YfHiw4YBUvv27t6j32LU3fp1P+PMKcnf4ooDBtfHPXvU9suuV8xpfPftt6bz7VU4brt3F53PRteELVuKy7sK+/G4cMH83D9y6JDpc5Y3z0wqy6nea3391f8MX/SNq2NB2MFfsPjKNSzCtMwL5X3ctHkzFh/bajrf0BpB+GiPfCBr9fercCgyELkXzNMR/L71dyzONa7f1v38Myz7vG4L5uB+n18eXZA4ZoCXwbipU6dCCIG5c+filltu8UuTz8jIotE2zutctO076DzKqj89+uijmDBhguPvM2fOoGrVqujevTuiotT7z5c3G/88Caw1LtipaTWB3eYnOgBUqlQZOLRPat7OnTujamwYsPQjw/mye/WEzRqI7X+dBVabP1Sl1ayJ7OyGRX8YrDs7OxvAlbwnq74wXW+f7Gzg649N57Ov1+z7PeaVmB8AIiMj0DgmABv/PGU6b+tWLYtGdjVYb9s2bdAspTh3R+iOI8D67wzXG5NYEdnZrbHhgHn5yc7ORn5+PpYuXYrgoCBcMGiRYT8eW77ZCuzUfgCrWLEisrPbuEwL+Ppjwy4BbVq3QqsaCUV/SJQJu0Onc4GV+oPFTOhUG9nZjUzX6/4dO7/bDmzfqDtPSIjNsS2hO44A64x/D/u8W5f9DuzYbDhvuzZt0DQlznB7c/r29pg2a/dy4ORRg/W2RZOqsdj+7TZgxybDbXDeZqPtqFy5ErKzi7uHx+89Dvzo+bAWExoEi8WCbt26ISioOEH+1N+WYN+5U8bfD+DT0z8Ch/bqbseAjMquZU7yvP79yBngB+2by7TU1OKyA+DE+UvAd59pzlu9WjVkZzd1naizDTc1q4bs7CypeQFg4vBshDm1qphm/Q3TvvxVd36geP8WnvkJOLhHd75HR/RznbDM/BxpVDkG2/46i4smA9z0zs6GxWKRui7IlDXV+Z3Lz8cn10pd9+zL3HRyLd772Xj+7J49EGr/XSS2Ozs723S+Vi1bon3NotZuxw3KGwAM6tGpePQz2e+/ImLdf3H0ouc93LPD2nqOjGqy7szMTGQ3qiK9HQ0rReOXg6dN5wOAdu3aoWGlGCw+vw74c5fhvPb9O/D9TmD9esN5e/Xs7hio46V93wEn9Ac+a1C/PrLb1Sp6k/79QuNt6NULQYEB2PaXfr3ibMKw7KIyZHDc6tSpjeyubrlRTY5zzZppyM7OUC8Xm74ELhi36u/etZthuXS/Rv966DSw5ivp+WXr7kOnc4EV+tf++vXrI7ttTQDA7hXbgW0bDddbr15dZHesLbUNvXp0R2RIUfn5a+1uYOvPptv8xp8rgWPmwRf7NXL61qXYe06/x4vzcfP1MU6sUAHZ2e2KusJ/s8Bw3urVqyM7u4nUegGgXZN6yO5UG8ErP8XFQu17Tfv2fnNpA7BfLhDeMqsFfrq4HTh+2HA+52Px7l+rgSPaLzRc9guQvjbdPbQP/jyda/rMkpZaA9nZjaXWnXrlXuTkhTzgu4Wa8zTOyEB2Vg3XiQrnf6TEuV+1SmVk92oOfDPfdH3ebofZvGk1qiM7O1N6vb179zact03rVmhZPcF14jf667VYLErPkACQ0fDKb2Myb/umDfHRHuNrl7N27doho1IMIjd9iUO5xr9d3bp1kd3JuH7LatHcMJezGftzpPt9fnlk70Vpxqtg3NatW9G+fXuMHDnSm8WlpKSkAAAOHNCuwOzT7fP5m81mg83mmTw4KCio3BcGGcFWiX2wyOcUWrVb/2HdnS1Y7hiGBAfDGhgAW7Dc8a4aFyG1Xvs8susNDjZuXuy+Xl/Pa9egUgzuaZeOPq9/a5qYNchqNf0O93lkykShKNr24CDzqsR53WYBfPu81kD9lluBAQEe+xRsDTB8eJc5Du7bCgC2YOPj+2DX+kq/ocVype4wSOwLFOVosK83yCp/jI2OW/G8EmVC43OzF3rWK+ttk2Y+Qpred7gLcPutA3X271RuPgCbR71slJzceT6z32PmgEyvzusQg7rFGhjoet4F67fEcJ/XyLCm1ZW2NdQW7LL/7WomATAOxtnXf6nAuPWI+3a0r1kBK3bqv3Wed3MrDMlMQfiED022urg+Vq2DZKjWFQGSeffsyzzQpZ5pMM4WHIwghfygcttcfO4HBxn/dsFO8wYFBpjmdnQ9Htr1fLBE3eOxXqt82QeA6FC56zQAVI2LRFBQEALdR3/R2o4r2xBqM19/eIjNcU6ZDZAQqHBuBwcFwRoYgBDJe5GocPN8psGKxxcAghS22aVcSLzAD1a8Ntm8uJZJzR9g3NrN4nRtkrlGO9fhzw5ogocWbtCdN8QWjKAr9Zo1UK5+k214bL9GWk3KvMu1yaSOVT3GFsuV+5sA8/rN/R7AzN3tayMoKEi3rD2XU3wttyjkSw0JDpKq55231eieKSBQbb8A4K8ZgxAcHIyQYPMeKSr1isUScOV+Xn+Dvam7geLjITOAQ1BgoOnzmLfP3dL1leSzgux6gzViBaNbpeGfP+i//FHdxwDJ31qmnnIWfOVYyIwwK1PeVI+t7nqugviL7PZ5lbE5ISHB7y3SGjUqaimwXufNo316RkaG5uekRqZxo0rXYJWhp2WTORYP4CBnRIsa5jM5udpSSj7dtzE61ErCtsl9TeeVab361znXpvQy9yf2BzPVkY9kk7MabbfWR2YjQnrbitcscanq4A3vjmgNwH8jk8rsp7frNktGbK8nHC0Q/UA1IbL0IDF++j1URpYymtfXIwY6c7/RUlle9bwyWneN+AiMbJnq0krvWtWkahzevaWV4TyyoygCwLDMalLzuSSGN1m982/bNi1Relvcv8dlnV5cbVXLmEoVkXhlcJFNf8rlxAWA/g21BxdzFuwU3PZlBxL7cTVrNarCm2ujzMOZ9neZz6MyQJXsOr0RHSr/sCdT5pzPiVuyUqXnla2PVUdTVarnfXyXbA9Qy6xVNbmBvUWhXvXZIDm6eN0KKw+0WJBdv5LSthj9JqoZl2JCgx31lcylwZt7FsMBsko4soLM9lgDLX4bTVWWrweQ0NrvBzrX1ZiziDdfL/uMrnwtvfJ/mWMis2YO4ODJqyvp4MGDsWbNGunmd95o06YNoqOjsWvXLmzY4PnmaP78ouarffr08ds2kKu725mPKOkN1cCM7Ils7x4ivR0+rH1rJkb6bF1alo7p7PiOSjFhSE0wDo7L7NlfZ12DcTIXQ/tNhuqhk73QGs2ldUEJNnnL6+1P7OuLR6crXbTyTFoUebu9Mot5u0uyN48WiwV3tqnp3ZeYUB2QUzXgL7uehAjP1tKq3+/+meqQ8M5dy83mNeJe/6mUD9Ucrv4YKS0uTO63AIBBjav6fgO8ZLbdKsdq7s1yI327jtJo/AXOn5qdR+5dT/SuqVaZTNBulv6unldJ1ckL8qMkxkue+3ZbDsl1mZVh/xn2n5TPG2vGm2ucN7+jzHdlVY9HuM2KnEby56m/Hu/MWlg2qRLr+Pfi38zz5znvutnLH+frkVnc0z66bIHiCLcqwRVfP0Pbv9rX91cfjW5b/B06++f8nSrXL2ugBTXi1RqjFBrcsKjueq96xXWs1OiWCuu3z2tU1kr6W0mNpmqx+C24LsvXZVLrp0qJ0883783LEdlSrHr/ZT89fPWMXNa/bXnkVTDuqaeeQmpqKgYOHIg9e/TzxJREcHAwxowZAwAYM2aMS+642bNnY/PmzWjbti2aN2/umP7yyy+jTp06ePTRR/2yTdcymZYmKXHhSm8J/cVfJ7IvV2v1x9PmFVN6NUTXOq4PPWbfJlOxBwW6t4wx3xZ791jVC8ex83IJc42Hx/ac5r4PKusz4usLs307P1i313A+s65NemQ219s3j+Yt44r/rdq6QY/7lsqMxufMrBu33UaTljHuP8e0Xg2l1mv0e1x0G2lNJXAHADMHNJGeV4XK4kbncyf33GDwz5tRleDI5J5yv5sqbwaWMjsUssdqSJOU4txyZt+p8P3On58wqbeTrrTYsNO7hnjTokql1Rqg3ooPUA/yG5l3s2uLR9k6SIb9OpZVzXetj71p8aIalLAzO00W3N4eAPBUn0bGMzopi9YWzavFo3VqcTnbLJG/16W1m8lp4BysM7teT+9d1EtIvWWc/Ly+PsL2YyHz011W2K8hTi2E9cqFc2BBpaV9oMWiXM8XSIyEK8v5m6WCcV58h1FZK52WcQF+yUWv4tg5+UE9ZGjtt8o9uExdKHuOeHtsZeo3GWwZ58mrJ70+ffogMDAQy5cvR+3atZGeno5OnTqhc+fOHv916dLF642bNGkSsrKysHr1atSqVQvDhg1Dy5Yt8cADDyA+Ph5z5851mf/YsWPYtm0bDh3yfIP61ltvoWXLlmjZsiVycnIAAPv27XNMa9mypW6X2OvB2YtyN4qP92ggNd/gJvK5/FTvf8vDiTy+Ux3Dz/0ZjNPiiwuXZzDOfJ3fX8kN6K+fxOgwal3IzI67tz9LSW9A9LbjhElLDK9bxsm8fbyy8uQotS62ZjeuhU6f++pcdf9G1UDib4e1W6W4b97q3ccM1+O+P70bVJb6fqPDcPC06+h3RvNqHc9O6RWl51WhsvzS3/WTWc/KyfSY5uvzSVUjp9Ys5Z1s3R6u0K3X+UHUvGVc8ecbDqgFxPRyCXpzfVQ95x/sot8FSI/KA7+Re9unY2RL1y6IZmXe7EWSFl++HPXmjOwjWf+5Oy4Z1K1bUXtwtEk9Pe9Dy+K28NtxXV3OT7mXYM7/NrlfcW4ZZ7LuZinxAICutbWvB7rf4ccDFxliXCfZ90+mjjtzsXgQhgEZ5l3EHd+hs2rn6SpnfWCABW0UA/2GLeOU1uRK5rdT+X3rJEVdWUZ/HrPWnObbYz6Pv56fEhVe2M1bKzfisSyt+t/w+cbtM5lWwhUl7+X9efslUzzKwzN8eeNVUpZvnYZTLigowM6dO7Fz507NeUsSJAgJCcHy5csxY8YMvP/++1i4cCFiY2MxcuRIPPnkk6haVb4J+4EDB7B27VqXaRcvXnSZ5s9ut+Xd2r3GD6F2sr/mjH6NMX/Dfql5VRsTlIfzeFLPBnh++e+6n9vcEsEHBlgML8gqvHrTJbGQ+8OAyrnrr/wOqjnjzJIRl5eWcfYLs9l6vQ1amD3sAMW/t2r+NbNy7NxNxl9BF1/9HOM6GgfVPb7XrZxXl2wZYnR+uH9i2DJO4Xm9pMfIF4d466Q+qFMx2mM6b8aK+epIqATK1HLGebtFwO5j5zSne9O98ewl/dG3tSREhCAyxCr9ohEAYsLkB30wkqaRNsKsLowPL35QlD06Ztc7Fd6ck94EEAHgiFtKDHf2/dK7Xj+R7ZkruizqlFC3lt9SwZEA+XNPdt1pCRHoWqcoCDe2Y23M+W6bdJdrtW6qasf4hUHNcNt7a/S/W2F97/64B+/cUpRrt1WNBCzcrD24nzu9a69rN1XpzYA1MACxCikRAPN7JhXO2+rLbqqJETZHnm3DHiml0TLOyx4hZmb0a+yX9Wq1/nen2TJOofy71zXuIkOs6C45Qml+ocCNzarj/Z/3Ss2v0hOldlLxC5SmVeOw7o8THvPw9s+TV8E4f3VN1RIaGorp06dj+vTppvNOmzYN06ZNU/6MgGXbj0jNJ1t5qORMszf5frpvIzy+aJPp/P666VKpGOPCjS/Gj/Wor/C90rPqr8Pk8/MSXWSC3C6yKtdcf71pMVqt1mdmb9S83Ux/JXM1W6+3Zf0ziRvVoCsPxKrBOLP7ygaVYhz/9tW56r4WX/0cFRTzPvkj5+Di3w5Kf4dK0LukgVBftLbVCsQB/n0ze71S6capcvj9cbn15mHLmy4yVWPCdVvFaonxYxoOs8BDv4betTKTGeFWhjfnpLf1e2hQIHK9HHyiZfUEzYBAWTzgudeRMpug0jLOmVEQZPUDPRzbEhduw6ZHs5EyeaHUev3ZSjmrerzh56VxHdArF97mjPOmZVihwfpLcp2V2RbZc/Tnib0cA874tWWcxI/ubS5KM7Uq+D6Xd3JUKJ6RCPJpd1OVZ3TJDLYGYOmYLtJpYT7b/AdmDsiUDsap6Fm3eHCT/hlVNINx5MmrYFy1anIjdtHV40u3B0I9/rh42iuQES1qSAXjyvtzXK96ldDPbaS1AIsFhTpvF25qVr3E37nj6FnDz9f/cQKdTbovVIsLd/lbqWWc3wKkat9p9pD3x8kLaFJVO+G9EX+1jDO7Efb2RvnGZtXx6OcbDecpbhmntm6zt2TOCa/99YCUmuDfAVL0ePtW2Gix07muLX6MR1NV+U7/v8G2a5AcjV8VEtSzZVwxX9WdzasZP/i6fqf8er1Ig2eqtNI4qAapfLWvWusxujStebCHy8irKpths/ooGOfFb+Lt9SncZvU6GKd3/fFnndI2LRGrdh01nU/mXFbt1uqY1+CzCm65GqvGhuvM6cmozD/d1zVPla+PsC8HTdP9Dr2ccU6TVc43bwJFj3avj96vfau8nBbn8i9T5mWvLylO9/+quZrNZFSOUVreX9cHleB3LYkGJVse74PUhAipIJjWLhk+33gsrz/zojs7Iqu6fP7QtmkVkK4QmFS5Ljqf0zJ1JhXxT1tQumb5+i1ah5oVHK3MZCvK0riA66keb3yTExlixX/v7ujRfcSo0lXJ9QMAPeupDasOGL+Zs3Nu0QTIXTSjrgwf769fxLB7n8ZH3nabMeP7nHEWl//rOZUrP7qfM5k8cPbAZSOnGyUZRnmV3hvZ2uVvfzzIA0BytFqeO19ReeCzd/kA1Ooso+9Quikq4cOpyuJmLYXdlUXOOLP8RUZkR19VCUj6WjfFXFF2KmWqnReDImjxZfdKI/mKidP9VF0B0D8fb2xWXelByp3ZeTqmfbrUerypL7w9jQsK9Y90+5oVvFqnP+P7Wnkvvd0G51lUjrm/go1fb9PO9xkTGoz73XIj+3oTvN0nlRcYMmVUdQAHVd3ryHUfVCVzHfWuxWvJvtPda8NaOP4t85x3R5tayt/ha2M71jadJy48WLo1mlZZVyn/RuVOdUCRrOrxpXINXlIKI6BfKxiMIyUlbaIMAJlV4zChcx1M7FoPn97R3jFdto4vyzYVK+7vZvh51Zhw5ZYOqhc3s6b/WlIlclu5b7fMhWLDI72K5i2D3GC5eZ5v1s3eqHkbBPB5yzjJYNyfp3INP9czqIl58MDeTfU5yQcNO61YXKPKsTj49EDc2LyGy3TVUU/1lPXIWnayW9GtTkWlkQBdvsNHu1ribqq+2QxNpd0yLiQoEP+8qZX5jDrmDG4mNd9GxQEOVGnlIrPz9kxTOUfTK2gn1LeTPU/Lb8s439RXWmvRK/NauYBUWisbPdzOysnE7EFNpdbjXTDOu9+xUOj/Lg2Stbu22+n9RP6sU2RbnarmzlVq6VzKLzBeGtIMYW4vilWvw2bHw9v6UqlbqU6TVOc1qOaMU2W0TEl+VblgnG/Pa73jqeezOzq4jDist3iFyBBYLMDUXg1dWun5ksopFCeRP1TlyJ7P80wVZPTTuP+2Rue/6lVL9d7Qny+pqIj3r4rpuqRyQ2CzBmiOppYUGYJZAz1vEI3W7Zwg0+ziYrEA741sI72djuVMPr+jTU3T5v+xOhW40bpVLm6961fyKjAhk2DUndnXbHo029Fd0F+3iUa/9Seb/vCYZtaFwPvRSb1bTnc7JLupeivCZp77yN6KULXbrtZb5LoVozRbq5nd5MaE+iZhemmRubGNCgnCkjHejyJudH6rBE5K+nDq11ZCpfxguX/6ACS6deVSUSkmDIkRNhw9Zz4wiqqyDjMHmw56U/xvXwXR/JWg227ezUWB1zyd0Vz1rN173CffrxUs0KvrtYJxh3Plzz690/zIjEEe3ReNePPTevuSxKhlnFkgUu9jfw0iBcjvp+rhUJm9tOsJrfLq62345eApH69R3oGTFxz/VhpNtYxfDDpXLXLdotW/w5fdVPtleKbs0XLo6YG4LIRfW2xVig6Tnle1y7kZrXreqM56dWgLl799We6YJqT8Ycs4UuKLCkFvFXprDgoMwOyBxa13zDZh/cO9MNyLPGx6gTQ7mcDJE709R/kCfHdx8/ZClRCh/iBq2F3u5ZuQUTnW8be/6nbV9Zp1U/X24cHXLbNkW8b5k7dderWCcZV0uo0aBeMsFuDfbt1a9fiqxYrnNqgdf5kYQnm50Slp3GSrQuJ7VaXdS7UkgTg7mRI4Lbthib/H223w9hwJNUmToDp6nwx/JegGgLva1sKwpkV5jfMNgj5atFoveEOlZZxsNyc9evdkKoE4oHTrLaO0GWZdBvXK+dU4KIxad8vS3cGySCVgJMLmXdsRvfJ0zGnEebWWdr49Lqo/a0WJFCQu6/dxCLWk+6+bwy/A4tdAXFpChGmaIWeZEi+pVQ6FVms/o99+cJMUt+/y3e+o+hzv6/vvcnKLXK4wGEdKtCriG90CX2YXTb3zUK+yWftgDzSuEmc6n53zvCp8cSGok6Tdjcdoi32VN8DXVL7JbyPcKs5v1uKivARK7JtRlje83gfjPKdN7FpPc94f9uoncP12XFf0blA8guCorFTdec9pjAZ8W6s0g630jlluF5nyU16eYUpa1gsV+sqpftOpC/nmM5UzxyRaxT3Qpa7yelUeyP2Vg1E2b6k3L3W0+Kub6tf3dcFrN7RwBLhUu6nK5Nr0lt4DjVaLCRVvDM8q0fJ2lwq8G1DBG0Yt47wt40bnUS8v8ux6tQ0S83h7n+nLU+a22sUvnvUSuWvdaxpVVcOblmxgP7N7IdkXd+70EvE7B6uVuqmW8QX+0e71leaXSdTf0C1ftBF/BeP87dtx3aSvtYMaV0VtnWc5Z5ESPVDstL5Zb3vuaVcL4W7P0UaPNqrBMtWeCWllNGDa9YTBOFKiVZEObpLiyGMWFBiAuVe6iOhVNPqjG3lOb1UjwaMbXVnFU2TqO70LldE2KyXxLcUbAZXv8l/LOMWWSyazl+TwVY7x3YOafb/OXiy7oITzTeW9kkm+Ae0gTZLOQ+zq3cd019O+pmvX6fGd6+jMCSzcfMBj2oNeBD7MpMQZd2OQectclgPMOCvpdhSoDrOr4FpN7CvTPbwkjLopl+TnCguWCwiN7WCe1FqGN91URxoE6+0yq8a6/K06gENJBvlwdkajXt917JzmvCUNxjm/0CgJvUT+/mDU+k0lmb4zo+rumf6NldY1o5/a/HYy9ytBTq1CbVb982CAe/c+H11XnurdEH1TioNx/727k+Z82t1U9bdhWrZ2rxAj45yS5BvtXfX4cPRrWMVgDn2P92igOd15ICqVMlfW+WtVBq8KD7Yip5F5/uCv75NPq1HyUdpLtLhXOqUnoUqsXBfV/7uhBT4a3c50voe61oWthHW3Hq2AfaDFd+Ea1UYdMRL58wCgf4Z35ygxGEeK/jx9wWNabl4BVo7vju/u74rfJvVxNK/VO931LmZakzWnlXmWHX16b82MtrldTfkR6kqzZZzRqJnu/PWbqK5V5oHNW7IjYvWsJz9y1l9nL3q7OSVSt2KUy3no3A3czJ7j2g+VWlQebuMVR+R0f3MIAD3rejeipJ1ZOS7rbqr+ahmlpZpJEuUXnBLD+/IBpZw0Xi01ufnyXSONfv/vdh7xehtkf7/4CONzVPank725d1Yz0XwQIvcWftN10kboUe3WqufPU573SXrMugmbCQkKRO/6JW/5VdZBBjvzbqra04223zmlhozbW3vX6nrn0bOm8wQ5XUSMtvmVoc1d/lb9dbReHt7QtBoe6uL60is6RPsFgtbvYFRE0jVaEpkVqRZOA2PoBRsf7V4fWyf1dTlWKmdpUpR2a97GVdTKhJ09mFrSloB2/nye2TG1n1RLTJXWfiV9Bikv9Yye3g0qSwW+Zw5QG/ispF3SfZlmVeUnmNJLPvWGXuCbzDEYR0oOn/EMHlzIL0RQYADa10xCTZ0m4c706jmtCmjd/hNS85WGcRJDXas24Y4MsaJ3ffk326XZrTFPoYuPv34S1bfBN5jcIJXkRkA2NqnyVt2fOTL0ukxXjArxGB0y2OqfN3yDGqWYz3SF6nmtdVPYrXbJgnExYcYtm6RaxvnxFD2iELw9eSHPY9pLQ+RGBQWADjUr6H72UNe6uKttLel1kb6L+fLdA426ozgPPiAzEpz8d/psVSUi8xDoXoeotp4tUGxJp0clX1uIQesoWUY52GSpPmQ7H2tvAxtavN0VX9a7vuqOrcU9PUSrGgke8zzavT4qxbi25FG9Pg7LdL0XWjW+G94f1Ub6HkhrMBNf1wXOo9TqbdXNzWuUOK+iljoVi0ftVbkPs7807Cr5crYsybaiU3muKOkzyI6/zpRoeX/zVzdklbVqvfA2Ov/rJ8cobYvWc7wele1ONHlZV7zO8h2QLQsMxpESrQc8vUri7ZtaKq1baz1ao7GW1YsV54u3Hr2mxHrbvG5iL80bgXo631WqwTiFkejMbtK8zfehevNnFlQqydGTzcugkrNQ5cKveiy+uKuj5vQDT+WU2o3kWIkAtp3Red2tjmeQTetw7NTpCqaXE8v9O80eeGTOP611+Oqs/dePe6Tn1epOrNLVxyin4MwBmS5dNFQCSteSPl50EZw5oInL3yrdS2VnXTG+m/F6/BRga+TDoIw7b849lZHKAeNcZipUjm9okGfdFB2kVmP4Yru1Dq9RLkHnllM96vruenL8vHFuxnISG/aae736slsLOAAY0aKGxzTVYNw/+jfBi4ObYkLnOtj0aDbapFXQDMTprVarPHjbhVjL0MwU1KpQ/MJQP32N57QkhWC3VHoZhWNrP4YFivko9dfnk9VI+YdOd22lVDkK82q9FDpcRr1BZJWH+uUzjbQsemV0RIsamoNDGFF5jlQpn9XjzVuvkzYG40jJ+z/v9Zimd16757yw06vsZO+b/dkybkgT7ZY8sm/m9AaviNLpChATqt2C4em+jTSnl2arQJWWcUa5jFJiw3BTc8+bS6lt8HFS6ZIcPn9cpFWCcWbdBh/u5jqIQppOK1XVB9SSaFI1Dl1K2FoNAJpoBDhP53rmZXpt1U7N5RtUMg+kA+ZBM5mfq7wMEqIVwFTJT6V3w/ayRuu6NXs9cwPq1aVm2qXpt8hz1zZNvou/P2i1gjUasa1nvWTc3c61RaHKA67srPWTY5QGI/BVib2jTU0frcmT1OApJXxZZdbCTLbFm0wPAbuGlWM8Jyruhi/yO2q9FHxvlNxLNNUUA0YW/fqn4ed6L8X0frq6Fc0TsZemILeRhLX2R+tFiOplxRoYgLEd62DWwKaG3XRtOi8wtc63BMmWL2aWjumMD0a1Nf0+QPs6dEPT6j7ZDjtvRnf2RWtULa8N8wzO+opzS0RnKvcsJR3oJT7Md3WFP/htMLoSrlbv2vbOiFbK6zLKVelOtiXtnif6K28HFWMwjkpMr/LSy4Wim/ND8g7Un8+6eg9SWi0/tCpBvQrzeaf8Si7z6+xMsE5l6U3LOPcgjSyVoeSN7ktKEozJ9XGLm5JcaH01vLdztxSV7hFpiZGGeesm9Syf+Rr+d0+nEq9Dq9jrdcPV0t6gy6Uzs5t8mRuTchKLU2oFIbs8AOnA+t+9TII+LVsuR8nwptUw/zbzRMv+1EBjFLo3NUa3DA+24tSzQ/DlPZ09BnkwGrXWvQ42eunhsR036o+y6Y8y+t7I1ggrYf4zI6XRKtysjpfdAq2WTXoyq3q+aFDd0wbJci8bjGi9GOqfURXf3NfFozWnqjsVgrT1vdwXvYBgectj5N56X+tFbaTGvZe/ggR6D+Za97LROi+P9ehtcdc6yR7r13tHqHXehwQFSr+IkakzvcmD5qtWtO5fPaql70eJN6NSt2rt9RM6uTm1XjQNamw+oAR50iuj3qTesf/e7vfQZrkyjQJ/vnwhcz1iMI5KTLUu+P3Iac3pstcDf7Y8CVJoNXRLVioeuzLMeFJkCJaP7ao7r153Jr2vC9YJ0qg+j8wemOnVKFeA9kOCHqNnGNW39svGFo/sdNHHLeNap5rfwOmNLOqLW696FaPxolO+NqOugFoW3dVBM1Dbq14lv4/k6C3ZgKPRgCHaCW09py24rY3m8hO7ygWkzbrZybRkLIuWcaX5lbLJ91VaBzlz7uqw7uFemvPMv60d3r+1rccovio58VS94PZCRS/gotUFvH3NCroPsnot4ywW4L2RruVZ5X2A0UAy7mVUr8xWjgk1bZFrp9pVRpW3wbgXB2u/CLNz3j+zw1vb7eFFqxv+4CYpfslxZeTR7vVd6qYn+6hf8/XKQOfaFfGQRv0pU+ekxIahe51kTOopnwRcK4eaM/2eFRbNF3+1K6i1jOvqg5bcRpqnuLZOqlUhChlOrSNbpyZojk7u63shO717EF9cUlTu/fRexuuVy81/nvJmkzR5k7vXVy3j3PfPn3WH/jGWX4fWyyO9+6tTGr0XuvkxRUqsD3KlyhwKlZZljvWWeOCLEi3uwt7T5PUbWjh6S6TEhuHvfRt7zJvqdD92i84Aea1TExCp0/tLS2mmW7paMBhHUozeQqk+fG7/S3vEKdn1+PM01muRpufpfo1RMGc4DjyVg47pSbrz6bUYUG0Zp3r9H9+5rtcXd4vFgqzq2s3a3Rl1tfrPun0e06obPLh1Si++GTbKRdXJ4HjrkQl+6W1bSe+9xMs3YcukPlJJi/UEWwPxkEZScl/mcikrRvftei1O3R+0++iMKuirhNwyN1RlEoyTLEnlpQut3ma4jwCo90JAL6/UoMbedY3V4h6Euq11Gvo0KCpfrarHewTnnLm3sB6Zpd9SSq/cr7y/G/q5pXpQOc2NykQlt8TevXTOm9eGtfA49xbcrt0a0d9VkHPZVXkYuq9DbfzfDS1wb/t0x0jvzpzrELMRxN1/c61uyuleBqGdqZ6llWLC8P2E7rizTU08P6gpHr3yktCdUQs1sxcN/3TLAfzb431Mt2vfkzn4akxnVIkNM53XriSjNQ7WaHWj2nV57s3q3b7s9NKRuMwT6jnP/+7pjDHt0zGuY20s/FsHzeXW7PFMBeALete083nyozzrOXpOPj+Y3rVJr145c9Ez0KOyvDPvWsb5KGecT9biSSWPo0pwRCsYZ7MGSL9Y9ibPqixfdEmXKQpxXnS1Lenv7KtRaKf0augInHWolYRfHuuN/97dERsfzUZiZIhL67gKkSEYJjFq8Eej1XooqL4guR4wGEemIkOseP2GFgC0AyC+upiUh+dEvRZpRgIDArweFVN1VJnPfvFM7KlCr7XETc2ra05Pl6w0je53kjWGlu+cLtdt8GK+/g1PTx8mjXamlxfIHzcR3gRHtLoJGnV1u1oYjcSkd5zGdqyDc7OG4eTMIRAv36R8w+KPKkfrvtaqmKcvWuOBDdAfHVL2XlrmYbE0PDcgU3P6S0Pk8uX8oPNg6ssXru65eyJsQfjktrZY2C0C343rgjiDbhlzBjdzBIxa1UgwDBLqBdLbaOTOM+py9UBnuZFDh2VW82h5M6WXdle+vhoDfgzU2RdvWguocO5q/sGtbQ3mdGWxWHBH21p4eWhzzRGCu9Yuvo78w607ZrOUODzROwMDMqrgo9Ft0cQtOKyVg7GkeeuKtll9mRbVE/D68Czc36mObl5QrRZudg+atB6+tVUatk3ui1eHNcdfMwa5DGjly4erpilyLwC1fLLpD49pKofyjeFZSoFDd3o5uez0gh7J0aF4aWhzvDC4GRJ17j/82WJKK7+zL/IQqtzf6tVtqi8aUxPUk8jX86JrtK+65fkqyOJugsb1QO+rVPIIa91rWiwWj2C9Hl/Uj3p8NBj2NefvfRvhxMzBOPbMYI8uxWmJkciuXxmxVwKMrwxtjn/0b4wHOtfFjw/1kAqyVo6RrzMHZFRBvI9yT15LGIwjXQVzhmP/kwNw+O+DHEMn/9+VoJwzX+WJkQ1M+LOJq7dBNW/pXQP17j+OnTMeacxZegXPN/Rab/IB/Tc9ss2+jR7ERmo0bZa9vzJKFiubTNsuMkSunOolkB/SJMWlO4kvdDZp3Te6lWcOB61BP/yVTFhLX7egZBWFC7GdVhdGm8HDhtEpH26zSnWdvK+D/MiuJaF1c2108/GIRk5HrbxjANBAZwh72RtcvfpNryvi4z1cW9gYja6o4vbW2i10Wpg8zNrp7a+vckwObpJSohGH+zasgu1T+mH1hO5YcX83w+uK1sNNU50WgUan+UNdXR++tC6nndOTNJPyV4tTe4B9SyMfXTONIEq2Tos7bzgnoe+vMCqwM60AQ7hTfq4bmlZzBP1SYsPwzojWmNKrIT69owOGZHq2ENA611VesOi1PPfXHY7eoD6AXLfy9KQo3N0u3SNg5KsXVRWjQnCLSb49o3Pgm21HPKbJvqiKDQvG30o4AIlZNfwfhSCyO5XBd1Rppe+oX1E7QKWSg1jrHlSPXg421WCc+zOKTK7foZkpyte2GyRaDMnw1+OMVt3ii9tEvfvumxXyZPqL1kBSgFp9KhNAtgWV79CJ82AKYcGBuLd9bcSG2aSCYMHWQEzsVh/PDcxUvi+Q8YJJ2ojrVfkuUVSmAgMCUDU23CXYVkvjDajqDbfeiGuyQTZrYACG++hC6K60u3GptozTo/fw5q5xlTi8e4tnNwy9t4m3aQSDtFSNDddNvNxb40Zd9p7A6OE6QefN5DydbibvjnB9CP3hgR6a8+kFSK2BAVijs4zZNugluDW6gakcE+rISehMq/WmyqisJfVM/yaOt/QBFgvm3mz+RtQ96Kg6ApQv3h6P71THL+t1p/pTaLUE0XrwB3zTevjySzd6TPtotPZD4t3t0lHRqWXrgadyNOfT6v5nRKurFiD/sKB3GLTe0Ortm17w4eysofhodFvlfI7uUuLC0So10fQFj1awQK+7jVbXo5bVEzD/tnaaeabcDc2s5pPRlIc1rebyYuLr+7poBkh9EaRZcHs7FM5xLbPetq7IN+laFmELwrKxXfDHkznYOrmvVy1m9DZNK3H5cznaLURLm3j5phItr/V7ePPiasMj2YYvZQDj1qEDNY6x7L2G1qAJqvReTPdpUBkvDGqKgY28T16v17q6JOu003rpqZdfV++FrpZKCi/qCnSaNalco5/p39jjJUodjaCie5AwwhaE7yd0Rw2n/FiPdKuHxm45ZO9qWzwStt4Adaq09k8lb6FeEFHrPtEXL23N8up64w2dl496etXz3Used1rFrYnbPt/TTjuvtJHSzJNWPT4C4uWbIF6+Cedn36B7v+UN92dk1ZfxgRaGnbTwqJCybZP7okmVWDSqHIvlY7t6jA7lTKtb1ZzB2km2VS6680a0witD5YcAf12jRZ8Wf9aXEzp7BgP0gih6b5/0KvSXNY6F3nV3SBPPB329AKlzawS7ltW1Eyx/cnt7zelarXlq6Ixa63wzBBi3jNO78R3ZMhX/6N/YZdrCO9pjgNtNa8saCZqjxEUaDIQgewM2smUq3roxC7USIzFncDNM6aWdwFqrJdDBpwdizYM98MtjvTVbMsSFe7YC+0d/z/0AigbwcKbVokVVveRorJvYCy8MaopV47tJtSD6z61t0T+jClITIvBknwzTJN3uSpJHyK6GRsC5Wx35m95bW2onr3WnGtDv11A7YKHV7VBv1c4PCQDQUGOUz+J1WLD/yQHonJ6EilEhmJbdEC10zunKMWH448kcHHgqB4VzbtRtgfiy28AJw3SCic60WhbI5uzUqweDAgM8uiLqBQon64w+HGEL8lvXIS1awbh+Oi2/pmVnuLSQeX9UG/zwYA8M0thHrX3w1QNBhC0Imx7t7bjh1xsxW2XEYz0DG6f4rGtTarz5m/7AgABUiQ3zusW/XtlxD2J0Tk9C6xraAQ9/Zh1QrXtlubfM/OKujkrLb3ikFypKBJSNaNWZemXe/fxXDQh88jfP+51ZGsHV129ogUV3dcS4TnVKVI719uPVYfL3wXoGNvKsP7RGigaKyrd7uhNfvBx/pJt2nsM0hW6nozR6YQQFBnjUp1ojTTeqEovdT/RH3ovDcWH2MMzo3wQvDWnmePFYITLEY2Re9yCNXbJCOdbqifH5ndp5A7XovdjUupbKvrQHtFtA5vgg8AsAHzuNgh4bFoycRmotnf/er5HS/FrpFvRo9QaaNTATYcFF5aB2UpTH/ZaZN4ZnKd1T6F1Py4Nvx7kOVPj75L5Ky5eHdFTlEYNxpCw9KQrrH8nGxkezDQctAIreVMU5VW7Nq8Wbvvl0ptdlIdgaiHvap3tciDrW0t6eO9vWkgrI6d3wqCRD1TNroGvzXKNjUbditEuLFDu9bi1a0yN03vSGBAXi4NMDkV4hEjXiI/Dr470NHzx2Tu3n8rfecUxPikLei8Ndp1WIdFzEnN3TVjv4t2RMZ5e/LxZovy1NigxBh1r6eecmdquPs7OGYsm9nbFzaj/0z9C+iXioaz2Xh5PudZINc0GpuK11TWyf2g/3aYy4Z2exWFyO76rx3ZAcHYqs6gmOHA5ayzgnWY0LC/bIZWR3a8s09GlQGRE2KwY3STFMxnq/W8sx9y6KzuolR2NcpzpoJTE6LQAkRoZg4R0dsGtaf0zq2VD3xkQrUG+xFCXP94VXhjZ33AwMalwVjat4HjetAEKN+Ag82UfuBlA1GKf3MuMBjRcZiToDUUzsWg9JVwL4IUGBpi8qqsaG45uxXXHo74Mw1WS0ZWtgACrHhBk+SCZFhWLhHe3RLi0Rw5tWwxyJUU3/PdK1pWr1+HDDvIHOjFqtfXt/N/zyWG98O64rLr90o25Za6TxoqEsaLUI0XvoqZEQgZ8n9sLf+zbC4rs7Yniz6krfZRTUdn9Ada/LvaF1PTYKFLvTCm7YuY8YqvfCw1n/jCoug1fc7qN6xZneaVKrQhQOPJWDT/7WHrun9cc3Y7vqnlPVIvXLd+vUkgXT/BWMeyI7Aw91rYv+GVXwv3s6oWqs/iBNWgNJaNXFWowa9zSv5rqO+HAb6ul0txzbsTb6NayCyjGhmNC5jukD8PKxxQ+h97ZP1zxHtV6emXW7laVVVCb3bCDVItZMveRol+38UKc1sd3M/k0c6TISImyYLnltNDJe42X1h6Pb6tbfWoOU6B2LhXe0x7ybW2F0qzR8+rf2aF9T/7klKDDA8dK1bVoFbHokGwtub4fNj2Z75BN8RGegFJneAnZaLwRDg62YrtObwt2gJima82q1gFbJGft0X8/f9OPbjMuF+0B/2To5qgc3ScHaB3tg3s2tsOXxProDbGmNVn362aHSdYXd3zTSYtzbXrt1m1Z565ReEb9N6oNlY7tg/cO9lEYOBaDc/f2+Duot70pLu5oVcOjvA/HzxJ649MINLmke3LkPFAUA5y+VfGCYa5Fv2tkS6QgMCMCaB3vgH0t/Q3RoECYrDHEP6D982g1pkoK3f9iFFTv/QoXIEDyr0dLJ7s62tfDcN1ux82jxaK7uD2Q3N6+BBz5Z75FbpqRdluxOzByMl77bjhBrgGkOq82P9kaFRxe4TBurs4zFYsGDXeriuW+2Oqa9ZPBAnBwdim1T+ul+7iwtMRIHnx6IdfuPo1GVWMOb7KDAAKwa3w2PLdqE0KBAPJeTqXlxiw4NxrqHe2Hgmyuw78R5AEWBW/euY7e3SsP8DftdpnWslYQZ/RqbdreKsAWhm0QQ9ct7OmHOt9tgDbBgbEfPG0J3swdmYsIn6x1/yyau1ZOWGKncTejNG1tiWnYGzl7M1+yGYRcTFoxFki0Uxneqg8Vb/sT2v86iYaUYjCmlHGvOxnRIx6Y/T+LtH3Y5ps3s36TELSbs7mmfjs7pSTh9MV83P9nErvUw+r01LtN2O+XgMKNXV9zZpib+7/ud0utJjg5FtzoVsfT3wwCK8rrpteSrHBOGzY/1xve7j6J+xWik+6BFkqr+GVV1g95aAgMC8MMDPfDIZxtgswbiuZwmmnXF4CYpHnWAWWoEvVYdzrS6gpbFG2mtrpNGXVvrJUd71X0SMG4Zd3vrmhjetDoKLwufdWuxWCw4OXMIYid+DKAoJ5hefflwt3r4x9LfHH8vuL2d7mARAPBQl3o4nZuPN1fvxINd6nq0WtFiDQzA2gd74pUV25AQEeKXhx6jYHzlmDDkSHTruSktGBuP53pML7rHKVnX1old6+GF5dscubhkU1GYCQ22YqbktuU0qoo3Vu+EEEVl0r21hRGj/LSBAQFYOb4bHv18I4ICA/Bk7wzdgQ8SIkLwmUILpI7pSbj80o0ovCwMz88jMwZh4sINOH7+Eh7rXt9n3Rm1Ak16o017Y96IVpjSqyEibFbTAF/DyrH45bHe2HzwJDKrxhlen8ODrS4jszZL0d7m6NBgHH1mEKb8dzMibFY82buR4Yv78Z3qYObXvzlaFn92h/5vabFYMLJlKkZKtm53lp4UpXs91eol8srQ5uih0Y1yeNNq+GDdPpdpR58ZpBtsnNyrIab8d7PUNg5vVl16XlmBAQE4MmMQXlu5HbFhwbi7XbrpPfeLg5uh3fNLcCGvECGBwFN99AOKLaon6LbIt3suJxNzvt1WvEy1eMNrU/3kaGw5dNpl2t7p/TUDRjP6NcYrK7a7TMt9/gbddVeLi5DKoXZjs+p4/+e9pvMZOZ2rPVJwUmQIjpwtHqF4zYNyaXN8rWJUqNQ9+Xf3d0OtJz53mZaik5/4esdgHPldrQpReEsyYNGjbjK+2nrI8bfWmxFnocFWLBvbBXuOn0dihA3RGsntna2e0N0lwLXoLtcLeFy4DS8OboZ7P/pJantVxYbZpN7gA0Wtid6+qSVuuxIYaFwl1jA300Nd62HbkTPYfPAURmalopVOFxhvJEeHoo9kU+82aRXw3f3dTOfLrBqHvdMHGM7TtU5FdK+TjCW/H0JkiBULbmsvFWBTER0ajMmSvwkAjGqZiuXbj+C7nX+hV71KGCrRJc8fVEYwkpESF46Nj2TjyNmLSI4KVWrB6isWiwVv3dRSur7whlHwEijKh/Xaqh34ad9xAMDK8cZl+fbWaXhrdXHw8IVB2glqp/Rq6BGMe2+kZzJ9Z/+5tS2e+PIXnL9UgEe61ze8Ga4QGeKzbiSlpWWNBHxrUlf8vW8jj2Bcz7olzxkTbA3EtOyGmLb4F8c0vbfl/mSU5sHXzLqpGr3l9lZMWDDEyzfhUn4hgq0Bug+f03tnIMQaiB1Hz+LOtjUNW68ARQO+PJuTiWcV865ViQ3DDJ1u/b4Q4oPfs1Z0IBbc1gYLfzmIZilxGNO+No6fv4Rwm7XEA2YlRYXi8zs7YPayragWF66ZqsHfetSrhCX3dsa3O46gZ71KaKszaBJQlELjDad6c/ZA4wTgbdMqYOX47j7bVmcWiwXWQONzqEJkCOYp5kSVoZVHzJcjGFssFsMBPtxViQ2TGnn23VtaYdBbKx1/G42YnRARgleHyaWUSYwMwZG/D8KKXX+hblKU6XXdH1LiwtEpPQnLtxcNHHJT8+q4R+caMqlnQ3y0Yb8jePjJ39rrtgjTo/cyrmZiJEa0qIF//bgHgGd6EjutlrhGLW0rRIaYtpx3llk1Dhsfycbq3X8hd88vaODlSyO7oMCigODcNbuQHBWKm5sbtzJdNb6748WPnV4ALTIkyCVA+mCXuj4ZsXhSzwZYsHE/Ll3p1aPaXR8Azl7UDsb98VQOer+2HEt/P4yPRrdFlkkws6zVTIx0CZDe3Ly6X0eFvppZhMxQM+ThzJkziI6OxunTpxEVVfqtEHzNMuY9j2klTerrjY0HTmD43O9x8HQuHu9RHxN18kiUREHhZZy4kIeY0CDdB6EGT3/h8oZl0Z0dpINRvrbxwAkcOHkB3eokl0mAxJfy8/OxePFiZGdnIyhIrvXF5csC2/46g/hwm/IIqnR98aZ8ackrKMRvh0+jUnSYaZnbdfQshry9Er8eOo2/tU7Dy0Ob6wYc1uw5hlazvgJQlOdtzpBmPmt1ey37YfdRjFuwDhUjQ/Dh6LY+a20CAJsOnMTnvxxAi2rxmi0anPmqfDk7eeESKjyywNEau3udZHzl1l3fW9EPfoQzTjf2R2YMYh3qY+73Tu/e0gojWqi3wLHzRxm7mu0+dhZD316F3w6fxm2t0vDi4GY+yyF4tXEvaxefv0H5nrAsyteCDfvx/e6jyK5fqUSjVJdHuXkF+NePe2CzBuKm5tUNW03m5hXg5IU8VIwKlSrDS7ceQvdXljn+3jWtH1ITtAOmQgj8vP8EwoOthi2nv9txBB1f/Nrx948P9URzyVHMZZVlHfbMki149PONAIpajskErIQQPs0Tu+3IGSzffhgtqieYtl7VevZ+LidTM03J1erwmVxYoN+NXNXVdI2UjRWxZRyVK42rxGGrYkJIVdbAANMHkpeHNMeAN7/D6dx89KibjF6KI8b6UuMqcco5Eq4lAQEW1C2Dt550/Qq2Bkqfc2mJkVj/SLbUvC1rJJTJS46rXavURPz4UE+/rLtRlVi/jBAnKzbMhndvaY0nvvwFiRE2vDDYuOWPijeGt8Ct/16DiwWFmJadwUCcH3ROT8KyKy1jokODNAdIIu+lJkTi54d7lfVmlAvfT+iOOz9Yi9z8QjyXk3nVvJwd1CRFc5CZa0FosBV3SCb0Dw22Kr1I6lY3GT891BPr/ziBrnUq6gbigKKWjTJBtQ61klA450b8ceo84sJsyvnPyrtHutfXzeWnx9cDNtVOikJtyVQhQ5qk4GO3lv/+HC22LPgqzcy1jME40jRVodvetahjehJ2Te2P4+cvoWZi5HX7JpaIiPxreLPqyoMxyBjWtDp61auMgsuXfTYwDbn6580tMX7BepzKzcPUXg3ZDYf8pnVqIn55vE9ZbwaVombV4tHMxy3XAgIsUvnPyP8+uq2dR+s4b3PC0tWLwTgCUJSPbOOBk46/3RPpX4/iI2yIlxzdj4iIqLzx1WAMpK1aXAQ++Vv7st4MIiK6Ch19ZhAe/HQDCi9fxitD5XIm0rWFwTgiIiIiIiIiolKSEOGfQV/o6sHM0URERERERERERKWEwTjS5ON8lkREREREREREBAbj6AohynoLiIiIiIiIiIiufQzGERERERERERERlRIG44iIiIiIiIiIiEoJg3GkiSnjiIiIiIiIiIh8j8E4AgAIMGkcEREREREREZG/MRhHRERERERERERUShiMIyIiIiIiIiIiKiUMxhEAQLj1UrVYmDWOiIiIiIiIiMjXGIwjIiIiIiIiIiIqJQzGERERERERERERlRIG40gTO6kSEREREREREfkeg3EEABDuSeOIiIiIiIiIiMjnGIwjIiIiIiIiIiIqJQzGERERERERERERlRIG4wgA4N5J1cKkcUREREREREREPsdgHBERERERERERUSlhMI6IiIiIiIiIiKiUMBhHRERERERERERUShiMIwCAcEsaZ2HSOCIiIiIiIiIin2MwjoiIiIiIiIiIqJQwGEdERERERERERFRKGIwjAICAMJ+JiIiIiIiIiIhKhME40sSMcUREREREREREvlfug3EXL17E1KlTkZ6ejpCQEFSqVAmjR4/GgQMHlNd16tQp3H///ahWrRpsNhuqVauGcePG4dSpU77fcCIiIiIiIiIiIjflOhh38eJFdOnSBdOnT8e5c+fQv39/VK1aFXPnzkVmZiZ27dolva7jx4+jRYsWePHFF2G1WjFgwABERkZizpw5aN68OY4fP+7HPSEiIiIiIiIiIirnwbi///3vWL16NVq1aoXt27fjww8/xNq1azFr1iwcPXoUo0ePll7X+PHjsWPHDgwcOBDbtm3Dhx9+iF9//RX33Xcfdu7ciQkTJvhxT8o/4ZYyzmJhR1UiIiIiIiIiIl8rt8G4/Px8vPTSSwCAV155BREREY7PJkyYgIyMDKxYsQLr1q0zXdfhw4fx3nvvISgoCK+++iqsVqvjs2effRaJiYl47733cOTIEd/vCBERERERERER0RXlNhi3atUqnDp1CmlpaWjSpInH54MHDwYALFq0yHRdX375JS5fvoz27dsjKSnJ5TObzYa+ffuisLAQX375pW82noiIiIiIiIiISEO5DcZt2rQJAJCZman5uX26fb7SWte1SpjPQkREREREREREJWQ1n6Vs7N+/HwBQpUoVzc/t0+3z+Xtdly5dwqVLlxx/nzlzBkBRd9r8/HzTbSjvhFvSuMLCwmtiv6h8sZcpli3yB5Yv8ieWL/I3ljHyJ5Yv8jeWMfKnq6l8yW5juQ3GnTt3DgAQFham+Xl4eLjLfP5e14wZM/DEE094TF+yZInueq8m58+dd/l7/fr1CPlzcxltDV3rli5dWtabQNcwli/yJ5Yv8jeWMfInli/yN5Yx8qeroXxduHBBar5yG4yzt9TSG9XTvSWXv9f16KOPuoy4eubMGVStWhXdu3dHVFSU9LaUV+GbvgQunHX8nZmZiexG2i0JibyVn5+PpUuXolu3bggKCirrzaFrDMsX+RPLF/kbyxj5E8sX+RvLGPnT1VS+7L0ozZTbYFxkZCQA4Pz585qf26ONzqOs+nNdNpsNNpvNY3pQUFC5LwwyXhvWAqcuXMS6n9ehabOmaFmjwjWxX1Q+XSvnDZVPLF/kTyxf5G8sY+RPLF/kbyxj5E9XQ/mS3b5yG4xLSUkBABw4cEDzc/t0+3ylta5rVefaFZGfn4/A/ZuQ3aByuS/gRERERERERERXo3I7mmqjRo0AFOUu02KfnpGRUarrIiIiIiIiIiIi8la5Dca1adMG0dHR2LVrFzZs2ODx+fz58wEAffr0MV1Xz549ERAQgJUrV+Kvv/5y+ezSpUtYtGgRAgIC0KtXL99sPBERERERERERkYZyG4wLDg7GmDFjAABjxoxxyfc2e/ZsbN68GW3btkXz5s0d019++WXUqVMHjz76qMu6kpOTMXz4cOTl5eGee+5BQUGB47OJEyfi6NGjuPHGG1GxYkU/7xUREREREREREV3Pym3OOACYNGkSvv76a6xevRq1atVCu3btsG/fPqxduxbx8fGYO3euy/zHjh3Dtm3bcOjQIY91vfDCC1izZg0WLFiAOnXqoFmzZtiyZQt+/fVXpKWl4fnnny+t3SIiIiIiIiIioutUuW0ZBwAhISFYvnw5Jk+ejLCwMCxcuBB79+7FyJEjsWHDBtSsWVN6XQkJCfjpp59w3333IS8vD59++ilOnz6NMWPG4Mcff0RCQoIf94SIiIiIiIiIiKict4wDgNDQUEyfPh3Tp083nXfatGmYNm2a7uexsbGYM2cO5syZ48MtJCIiIiIiIiIiklOuW8YRERERERERERFdSxiMIyIiIiIiIiIiKiUMxhEREREREREREZUSBuOIiIiIiIiIiIhKCYNxREREREREREREpYTBOCIiIiIiIiIiolLCYBwREREREREREVEpsZb1BlythBAAgDNnzpTxlvhOfn4+Lly4gDNnziAoKKisN4euQSxj5E8sX+RPLF/kbyxj5E8sX+RvLGPkT1dT+bLHiOwxIz0Mxnnp7NmzAICqVauW8ZYQEREREREREVF5cfbsWURHR+t+bhFm4TrSdPnyZRw8eBCRkZGwWCxlvTk+cebMGVStWhV//PEHoqKiynpz6BrEMkb+xPJF/sTyRf7GMkb+xPJF/sYyRv50NZUvIQTOnj2LSpUqISBAPzMcW8Z5KSAgAFWqVCnrzfCLqKiocl/A6erGMkb+xPJF/sTyRf7GMkb+xPJF/sYyRv50tZQvoxZxdhzAgYiIiIiIiIiIqJQwGEdERERERERERFRKGIwjB5vNhqlTp8Jms5X1ptA1imWM/Inli/yJ5Yv8jWWM/Inli/yNZYz86VosXxzAgYiIiIiIiIiIqJSwZRwREREREREREVEpYTCOiIiIiIiIiIiolDAYR0REREREREREVEoYjCNcvHgRU6dORXp6OkJCQlCpUiWMHj0aBw4cKOtNozLQsWNHWCwW3f/+97//aS737rvvokWLFoiIiEBcXByys7OxevVqw+9avXo1srOzERcXh4iICLRo0QLvvPOO4TIHDhzA6NGjUalSJYSEhCA9PR1TpkzBxYsXvd5n8q1169bhmWeewcCBA1G5cmVYLBaEhISYLleeyxDryfJFtYxNmzbNsF575JFHdJdlGbu+XLhwAQsXLsRtt92GjIwMREVFITw8HI0aNcL06dNx7tw53WVZh5EMb8oY6zBSMXv2bAwcOBC1atVCdHQ0bDYbqlWrhpEjR2LLli26y7EOIxmq5Yv1lwFB17Xc3FzRunVrAUAkJyeLoUOHihYtWggAIjExUezcubOsN5FKWYcOHQQAMWjQIDFy5EiP/zZv3uyxzPjx4wUAERoaKvr37y969OghrFarCAwMFJ988onm93zyySciMDBQWCwW0aFDBzFo0CARExMjAIjx48drLrNz506RmJgoAIgGDRqIoUOHitTUVAFAtGrVSly8eNGnx4K8079/fwHA5T+bzWa4THkuQ6wnyx/VMjZ16lQBQLRp00azXvvoo480l2MZHU7i5QAAH2VJREFUu/68+eabjjJVv359MWTIENGjRw8RGRkpAIg6deqII0eOeCzHOoxkeVPGWIeRivj4eBESEiJatGghcnJyRE5OjkhPTxcARHBwsFi8eLHHMqzDSJZq+WL9pY/BuOvc5MmTHYXz7NmzjumzZs0SAET79u3LcOuoLNiDcXv27JGa/5tvvhEARHx8vNi+fbtj+urVq0VwcLCIjo4WJ06ccFnmxIkTIjo6WgAQCxYscEw/fPiwqFmzpgAgli1b5vFd7du3FwDE2LFjHdPy8/NFTk6OACCmTJmiuLfkD88884yYMmWKWLRokTh8+LBpoKS8lyHWk+WPahmz3wjOnTtX+jtYxq5P77zzjrj77rtd6iIhhDh48KBo0qSJACCGDx/u8hnrMFLhTRljHUYqVq1aJXJzcz2mv/rqqwKAqFSpkigoKHBMZx1GKlTLF+svfQzGXcfy8vIc0eX169d7fJ6RkSEAiJ9//rkMto7KimowLjs7WwAQzz//vMdnY8eOFQDEc8895zJ95syZAoDo37+/xzKffPKJACD69OnjMv3HH38UAESFChU83mocPnxYBAUFidjYWJGXlye13VR6zAIl5bkMsZ68OvgjGMcyRu5Wr17tKGuXLl1yTGcdRr6iV8ZYh5Gv2AMZW7ZscUxjHUa+olW+WH/pY86469iqVatw6tQppKWloUmTJh6fDx48GACwaNGi0t40ukpcvHgR33zzDYDi8uJMrwx98cUXusv07t0bISEh+Prrr1369tuX6du3L2w2m8sySUlJaNeuHU6ePInvv/++BHtEpa28lyHWk9cvljFy16hRIwDApUuXcPz4cQCsw8i3tMqYt1jGSEtgYCAAIDg4GADrMPIt9/LlreulfDEYdx3btGkTACAzM1Pzc/t0+3x0fXn77bdxzz33YMyYMZgzZw7279/vMc/vv/+OS5cuITExEVWqVPH43F6GNm/e7DLd/rdW2QsODkaDBg1w8eJFbNu2zTGd5fXaVN7LEMvdtWXZsmW4//77cdddd+Gpp57CunXrdOdlGSN3u3fvBgAEBQUhLi4OAOsw8i2tMuaMdRiVxLvvvott27YhPT0dqampAFiHke9olS9nrL88Wf2yVroq2IMrWhWv83StIAxd+5566imXvx988EFMnjwZkydPdkwzK0Ph4eGIiYnByZMncfbsWURGRuLMmTM4deqU4XJVqlTBzz//jP379zveErO8XpvKexliubu2/Otf/3L5e/LkyRg0aBDmzZuHiIgIx3SWMdLy4osvAgB69uzpeOvOOox8SauMOWMdRiqeffZZbNmyBefPn8fWrVuxZcsWVKpUCe+//z4CAora5LAOI2/JlC9nrL88sWXcdcw+dHpYWJjm5+Hh4S7z0fWhffv2+Ne//oVdu3bhwoUL2LZtG55++mlYrVZMmTLFcaMImJchwLMcOZcnlbLH8nptKu9liOXu2lCzZk0899xz2LJlC86dO4c//vgD7733HipXrowFCxZgxIgRLvOzjJG7xYsX4+2330ZQUBCefPJJx3TWYeQremUMYB1G3vnqq6/wzjvvYP78+diyZQuqVq2K999/H02bNnXMwzqMvCVTvgDWX0YYjLuOCSEAABaLxfBzur5Mnz4dN998M1JTUxEaGor09HQ89thjWLhwIQBg6tSpyM3NBWBehpzn0ftbZhmZ72J5vTqV9zLEcndtuPnmm/HAAw+gXr16CA8PR5UqVXDjjTfip59+Qnx8PBYuXIjVq1c75mcZI2dbt27FzTffDCEEnn32WcdbeIB1GPmGURkDWIeRd77++msIIXDy5EmsWLECtWvXRseOHfH000875mEdRt6SKV8A6y8jDMZdxyIjIwEA58+f1/z8woULAODSbJSuX927d0ezZs1w+vRprFmzBoB5GQI8y5F9GefPzJaR+S6W16tTeS9DLHfXtuTkZNx6660Ait7w2rGMkd2BAwfQs2dPnDx5EhMmTMC4ceNcPmcdRiVlVsaMsA4jGTExMWjXrh0WL16Mpk2bYvLkyfjpp58AsA6jkjMqX0ZYfzEYd11LSUkBUHQToMU+3T4fUa1atQAAhw4dAmBehs6fP49Tp04hJibGUdlFRUUhOjracDmtssfyem0q72WI5e7a516vASxjVOTYsWPo1q0b9u/fj1tvvRXPPfecxzysw6gkZMqYGdZhJCsoKAjDhg2DEMIxOiTrMPIVrfJl5nqvvxiMu47Zm8CvX79e83P79IyMjFLbJirfTp48CaD47UDt2rVhs9lw9OhRzUpMrwwZlb38/Hz8+uuvsNlsqF27ttQyRt9F5Vt5L0Msd9c+93rNjmXs+nb27Fn06tULv//+OwYOHIg333xTsxsL6zDylmwZM8M6jFQkJCQAAI4ePQqAdRj5lnv5MnPd11+CrluXLl0S0dHRAoBYv369x+cZGRkCgPjxxx/LYOuovPnrr79EeHi4ACD++OMPx/RevXoJAOL555/3WGbs2LECgJg5c6bL9H/84x8CgOjfv7/HMp988okAILKzs12mr127VgAQFSpUEBcvXnT57PDhwyIoKEhER0eLvLw873eS/AKAsNlsup+X5zLEevLqYFbG9Fy+fFlkZWUJAOLf//63y2csY9evixcvik6dOgkAokePHuLSpUuG87MOI1WqZUwP6zBSNXLkSAFAPPvss45prMPIV7TKlx7WX0IwGHede/zxxwUA0bp1a3Hu3DnH9FmzZgkAom3btmW4dVTafvjhB7Fs2TJx+fJll+l79uwRbdq0EQBEv379XD5bunSpACDi4+PF9u3bHdNXr14tbDabiIqKEsePH3dZ5vjx4yIqKkoAEAsWLHBMP3LkiKhZs6YAIL7++muP7bNvw7hx4xzT8vPzxcCBAwUAMWnSpJLsPvmJWaCkvJch1pPln1EZO3r0qHjnnXc8bszOnj0r7rzzTgFAVKxYUZw/f97lc5ax61NBQYHIyckRAES7du08yoUW1mGkQrWMsQ4jFStWrBD/+c9/RH5+vsv0vLw8MWfOHBEQECBCQ0PF/v37HZ+xDiNZquWL9ZcxBuOuc7m5uY6IdHJyshg6dKjj7/j4eLFjx46y3kQqRXPnznWUhQ4dOohhw4aJNm3aiJCQEAFA1K9fXxw5csRjuXHjxgkAIiwsTPTv31/06tVLWK1WERAQIObPn6/5XfPnzxcBAQHCYrGIjh07isGDB4uYmBgBQIwdO1Zzme3bt4v4+HgBQDRs2FAMGzZMpKamCgAiKytL5Obm+vR4kHe++OILkZWV5fgPgLBYLC7TvvjiC5dlynMZYj1Z/qiUsT179ggAIioqSmRlZYkhQ4aIbt26OcpBTEyMWLVqleb3sIxdf1544QUBQAAQOTk5YuTIkZr/HT161GU51mEkS7WMsQ4jFfZ7+YSEBNGjRw9x4403iu7du4vk5GQBQISEhIgPP/zQYznWYSRDtXyx/jLGYByJCxcuiMmTJ4u0tDQRHBwskpKSxMiRI13emND14bfffhN33323yMzMFImJicJqtYro6GjRsmVLMWvWLHHhwgXdZefOnSuaNm0qwsLCRHR0tOjRo4dYuXKl4fetWrVK9OzZU8TExIiwsDDRtGlT8c9//tNwmf3794tRo0aJihUriuDgYJGWliYmTZpkuG1UuuwXaqP/5s6dq7lceS1DrCfLF5UydubMGfHwww+LDh06iMqVKwubzSbCwsJE/fr1xQMPPCAOHDhg+F0sY9eXqVOnmpYtAGLPnj0ey7IOIxmqZYx1GKnYvXu3eOyxx0SbNm1EcnKyCAoKEuHh4aJ+/frivvvuMwwssA4jM6rli/WXMYsQQoCIiIiIiIiIiIj8jqOpEhERERERERERlRIG44iIiIiIiIiIiEoJg3FERERERERERESlhME4IiIiIiIiIiKiUsJgHBERERERERERUSlhMI6IiIiIiIiIiKiUMBhHRERERERERERUShiMIyIiIiIiIiIiKiUMxhEREREAoHr16rBYLGW9GUpGjRoFi8Xi+G/AgAFKy1+N++wt+7H69ttvy3pTSuzy5ct44YUX0LBhQ4SGhiIxMRFDhgzBb7/9ZrjcF198gQ4dOiA6OhpRUVHo0KEDvvjiC8Nltm7diiFDhiAxMRGhoaFo2LAhnn/+eVy+fFlz/u+++w5PPPEEevfujcTERFgsFtSpU8frfb0et6Nx48Yu5/W0adNKvN1ERETlibWsN4CIiIj8b+/evahRowY6dOhwTQRj3PXo0QMVK1ZEZmZmWW8K+ZkQAsOGDcP8+fMRExOD3r1749ixY1iwYAH++9//Yvny5cjKyvJYbs6cORg3bhysViu6du0Km82GJUuWoG/fvnjxxRcxduxYj2XWrFmDLl264MKFC2jRogWqV6+OFStWYMKECfj+++/x8ccfewRzx40bh02bNvl0n6+37ejXrx8aN26MnTt34vvvv/flLhAREZUPgoiIiK55e/bsEQBEhw4ddOfZuXOn2Lp1a+ltlA+MHDlSABDLly/3avlq1aqJ6+V26ODBg2Lr1q3i/PnzZb0pJfL2228LAKJWrVri8OHDjunz588XAERaWprIz893WWbbtm3CarUKm80mVq9e7TI9Pj5eWK1WsX37dpdl8vPzRVpamgAgZs+e7Zh+9uxZ0apVKwFA/POf//TYvoceekg8/fTTYsmSJWL9+vUCgKhdu7bX+3s9b8fcuXMFADF16lSvt5uIiKg8YjdVIiIiAgCkpaX5pBsblU/JycmoU6cOwsLCynpTSmTWrFkAgJkzZyIpKckxfdCgQejXrx927dqFzz77zGWZF198EQUFBbjrrrvQqlUrx/T09HQ8/vjjKCgowJw5c1yW+fTTT7Fr1y40atQI48ePd0yPiIjAK6+8AgCYPXu2x/bNnDkTjz32GLp164bY2NgS7y+3g4iI6NrDYBwREdE1btq0aahRowaAovxNzrmYRo0a5ZhPK3/a3r17YbFY0LFjR5w/fx4TJkxA1apVERoaiszMTCxatMgx78cff4wWLVogPDwcSUlJGDt2LHJzczW36dy5c5g+fToaNmyIsLAwR/6uhQsX+nz/CwoKMGPGDNSqVQshISFITU3F5MmTkZeXpzm/EAIffPABbrjhBqSnpyM8PByRkZFo0aIFXn31VY/cWPfeey8sFgvefPNN3fWlpaUhMDAQ+/btc0zfunUrRowYgbS0NISEhCAxMRGNGzfG/fffj0OHDkntW35+Pv7v//4PLVq0QEJCAsLCwlC9enX06dMH//nPf1zm1csZ5/y7v/XWW8jIyEBoaCgqVqyIO++8E6dOndL97ldffRVt2rRBTEwMwsLCkJ6ejr/97W/49ddfPeZftWoVcnJyUKFCBdhsNlSvXh1jx47F0aNHpfYVAPbs2YPffvsNoaGh6N27t8fngwcPBgCXcgnAkRfO/rmzIUOGKC/TpEkTpKam4tdff8XevXult98b3A4iIqJrD4NxRERE17jGjRtj0KBBAICkpCSMHDnS8V/btm2l1pGXl4cuXbrgX//6Fxo3boyWLVti06ZNyMnJwddff43nn38eN954I6xWK7p3747CwkK89NJLuP322z3WdeTIEWRlZWHq1Kk4efIkunXrhqysLKxbtw45OTl45plnfLr/w4cPx2OPPYbDhw+jZ8+eaNiwIWbPno2BAwdCCOEx/6VLl3DjjTdiyZIlqFChAvr27YusrCxs2bIF9957L0aPHu0y/1133QUAusG4ZcuWYffu3ejevTuqVasGAFi/fj2aNm2K9957D4mJicjJyUFWVhby8vLw4osvYtu2bVL7NmLECNx1113Ys2cPWrdujX79+qFq1apYuXIlXn/9dZXDhIkTJ+Lee+9FVFQUevbsCSEE3njjDfTr18/jOJ0/fx5dunTBvffei82bN6N169bo27cvYmJiMG/ePMyfP99l/jlz5qB9+/ZYtGgRatasiX79+iE0NBQvvfQSsrKypIOP9txjDRo0QFBQkMfn9pyBzjnKTp06hf379wMoChq5q1KlChISErBv3z6cPn3a47v08hBqfZc/cDuIiIiuPRzAgYiI6Bo3YMAANG7cGAsWLECdOnUwb9485XX88MMP6NixI7Zv3+7oajZv3jzceuutuPvuu3HixAksW7YM7dq1AwAcPHgQTZo0wfvvv48nn3wSqampjnXdeuut+O233zBx4kQ89dRTjqCKPWA1adIkZGdnIyMjo8T7/sEHH2D+/PlITU3FihUrULlyZQBFLazat2+PAwcOeCxjtVqxYMEC9OnTB8HBwY7pR48eRXZ2Nt555x2MHj0a7du3BwA0bNgQrVu3xurVq7Fp0yY0atTIZX32IN3f/vY3x7Q5c+YgNzcXCxYswMCBA13m37p1K2JiYkz3be/evfjwww/RvHlzrFixAiEhIY7PcnNzsXHjRtN1OPv3v/+NtWvXonHjxgCAY8eOoVWrVli5ciWWL1+Ozp07O+YdN24cVq5ciU6dOuHjjz9GfHy847M///wThw8fdvy9Zs0ajB8/HikpKfj8888dv6sQAk899RSmTJmCsWPH4uOPPzbdRntQrUqVKpqf26fb53P+d2xsLMLDw3WXO3bsGPbv34+GDRt6/V3+wO0gIiK69rBlHBEREZkKDAzEm2++6ZLz6ZZbbkFiYiJ27tyJMWPGOAJxAFCpUiXcdNNNAIAVK1Y4pm/cuBFffvklWrdujWeeecaldVNqaipmzZqFwsJCvPXWWz7Z7tdeew0A8OSTTzoCcQBQo0YNTJ48WXMZq9WKgQMHugTiACAxMREzZswAAI+cZHfeeScAeGz38ePHsXDhQiQlJaFv376O6X/99RcAuAS47OrWrYvk5GTTfbOvo3Xr1i6BOAAIDQ11yY0m48knn3QE4gAgISEBd999NwDX3/DQoUOYN28eQkND8e6777oE4gCgcuXKaNq0qePvZ555BpcvX8Ybb7zhEmC1WCyYNGkSmjRpgk8++QTHjh0z3cZz584BgG7eO3uwzT6fzDLeLqe1jD9wO4iIiK49DMYRERGRqerVq6NmzZou0wICAhzdLrt16+axTFpaGgC4dEFcunQpAKB///4e+ekAOLrN/vTTTyXe5vz8fKxduxYBAQGaea6GDx9uuPzGjRsxc+ZM3Hvvvbj11lsxatQoR3Bvx44dLvMOHToUcXFx+Pe//+2SJ+/dd9/FpUuXMGrUKJfAoz1Ydcstt+DHH3/0yEMno06dOggPD8fcuXPx5ptv4vjx48rrcNa9e3ePaenp6QBcf8Ply5ejsLAQ2dnZuq2k7C5fvoxvvvkGkZGR6NKli8fnFosFbdq0weXLl7Fu3TrTbbR3l9UqOyVZRqu7svM2qi7jD9wOIiKiawe7qRIREZEp51ZlzuytYbQ+t3926dIlxzR7cveHH34YDz/8sO73ybSSMnP8+HHk5eUhOTnZo5UbAERGRiImJsZjgIK8vDyMGjUKH3zwge66z5496/J3SEgIbrnlFrzwwguYP38+RowYAaCopZzFYsFtt93mMv9DDz2EVatWYdGiRVi0aBGio6ORlZWFPn36YNSoUYiMjDTdv6ioKLz55pu44447cMcdd+DOO+9E7dq10alTJ9xyyy1o2bKl6TqcaQXWIiIiALj+hn/88QeA4mCrkePHjztaSlmtxredMr+5/bicP39e83P7dPt2yywDABcuXPBYLiIiAidPntRdTmsZbzz44IMe+962bVtHvsXrbTuIiIiuBwzGERERkSmzlkiyLZUKCwsBAO3atXPJI+cuISFBfuN0eNOKCgBmz56NDz74AA0aNMCzzz6LzMxMxMbGIigoCNu3b0ft2rU1WwHdddddeOGFF/DWW29hxIgRWL16NX777Td06tQJtWrVcpk3KioKy5Ytw/fff49Fixbh22+/xTfffIMlS5ZgxowZWLlypVSwa/jw4ejatSs+++wzLFmyBN999x1ee+01vPbaa3jooYcwc+ZM6f1WPU4y89t/78jISI/ceO7srSyNpKSkAIBmrj/n6fb5nP9tDyRp5Y3TW+7kyZM4cOCAZv5CrWW8MX/+fJdRdu3sQbDrbTuIiIiuBwzGERERUamxt74aPHgwxo4d69fvSkhIQHBwMA4fPoy8vDyP1nFnz571aBUHAJ9++ikAOAJyznbv3q37fbVr10bHjh3x7bffYtu2bZoDNzizWCxo27ato2vu0aNHMW7cOHzwwQd47LHH8OGHH0rtZ2JiIm6//XbcfvvtEELgq6++wrBhw/Dss89i1KhRqFevntR6ZFWtWhUAsHPnTtN5ExISYLPZEBQU5NXAIe7sg2P8+uuvyM/P9xhRdf369QDgEiyKiYlBSkoK9u/fjw0bNniMIHzgwAEcO3YMKSkpiI6OdvmuTZs2Yf369cjOzvbYFq3v8oa9taie6207iIiIrgfMGUdERHQdsAeiCgoKynQ7unbtCgBYuHCh378rKCgILVq0wOXLl7FgwQKPz//zn/9oLnfy5EkAxUEnZx999JHhd9oHcpg9ezY++ugjxMXFmbYIs0tMTMS0adMAAL/88ovUMu4sFgt69uyJ3r17AygKWvlax44dERgYiMWLF+PPP/80nNdqtaJjx444ceKEyyAQ3qpRowbq1q2L3Nxc/Pe///X4fP78+QCAPn36uEy3Hw/7587so7iqLLNhwwbs3r0b9erVQ40aNbzYE3ncDiIiomsPg3FERETXgYSEBAQFBWHXrl2OroNloWXLlujSpQuWL1+O8ePHe4y8ePnyZSxZsgSrVq3yyffZg2NTpkxxGYRg3759ePLJJzWXsQ9a8Prrr7tMnz9/Pt59913D7xs4cCASExPxxhtv4MKFC7jllltgs9k85nv99dexZ88ej+lffvklALmufhs2bMAnn3yC/Px8l+knT57E2rVrpdejqlKlSrjllluQm5uLUaNG4cSJEy6fHzx40NFKCgAee+wxBAQEYOTIkZq/68GDB/HKK69If/+ECRMAABMnTnSMKAsAn3zyCT7//HPUqFEDAwYMcFlm3LhxCAwMxOuvv441a9Y4pu/YsQNPP/00AgMDPVpq5uTkoEaNGti0aROef/55x/Tz58/j3nvvddkWf+J2EBERXYMEERERXRf69u0rAIj69euLESNGiNtuu03885//dHxerVo14X5rsGfPHgFAdOjQQXOdHTp0EADEnj17PD6bO3euACCmTp3qMv3w4cMiIyNDABBxcXGic+fOYtiwYaJt27YiMTFRABDPP/+81D6NHDlSABDLly/X/Pzy5csiJydHABCRkZFiwIABon///iI8PFxkZ2eLlJQUj33+7rvvRGBgoAAgmjZtKoYPHy6aNWsmAIgHH3zQ8HgIIcTEiRMFAAFA/Prrr5rzNGrUSAAQ9erVE4MGDRLDhg0TjRs3FgBEaGioWL16tem+f/rppwKAiI6OFl26dBE33XST6N27t4iKihIARE5OjtSx0vrd7ZYvXy4AiJEjR7pMP3PmjGjVqpXjuGZnZ4uhQ4eKFi1aCKvV6vGbv/TSS45jmpGRIQYNGiR69+4tGjRoIAIDA0V0dLTp/toVFhY6ftPY2FgxePBg0bFjR2GxWERISIj4/vvvNZebPXu2ACCsVqvo1auX6N+/vwgNDRUAxOzZszWX+f777x3zZGVliaFDh4rk5GQBQAwYMEAUFhZ6LPPmm2+KrKwskZWV5fhNQ0JCHNOysrLEunXrpPf3et4OvTqEiIjoasdgHBER0XXiyJEjYsSIEaJixYqOwIhzkKW0gnFCCHHhwgUxe/ZskZWVJSIjI4XNZhPVq1cX3bt3F6+88oo4evSo1D6ZBeOEECIvL088/fTTIjU1VQQHB4tq1aqJRx55RFy8eFE3EPXDDz+Izp07i9jYWBEZGSlat24tFixYYHo8hBDiq6++EgBE69atdef5/PPPxejRo0X9+vVFTEyMCAsLE+np6eKOO+4QO3bskNr3Q4cOiaeeekp07txZVKlSRQQHB4ukpCTRtm1b8c4774j8/HyX+X0ZjBNCiIsXL4rnn39eNGvWTISHh7vsg1YQ8ueffxY33XSTqFq1qggKChJxcXEiIyND3HvvveLbb7+V2me7goICMWvWLFG/fn0REhIi4uPjxcCBA3WDn3aff/65aNeunYiIiBARERGibdu24rPPPjNc5tdffxWDBg0S8fHxwmaziXr16onnnntOFBQUaM4/depURzBW7z+j8srtKMZgHBERXassQmgMB0ZERER0FRg1ahTeeecdLF++HB07dizrzQEA3HHHHXjzzTcxd+5cjBo1qqw3h+iqNW/ePNx6662YOnWqI58iERHRtYCjqRIREdFV75lnnsG8efOQmZnp91Fajezbtw///ve/kZCQgGHDhpXZdhBdzaZMmYL9+/dLjdhLRER0NWIwjoiIiK56X331FQDg1KlTZRKMe/bZZ7F582YsXboUubm5eOaZZxAaGlrq20F0Lfj888+xadOmst4MIiIiv2E3VSIiIqIS6tixI7777jtUrlwZd9xxByZPngyLxVLWm0VERERE5RCDcURERERERERERKUkoKw3gIiIiIiIiIiI6HrBYBwREREREREREVEpYTCOiIiIiIiIiIiolDAYR0REREREREREVEoYjCMiIiIiIiIiIiolDMYRERERERERERGVEgbjiIiIiIiIiIiISgmDcURERERERERERKWEwTgiIiIiIiIiIqJS8v/DgejRm/Pc9gAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].max_CFL_lin.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ccac432a-3464-4b88-8f4e-1544e1527715",
   "metadata": {
    "papermill": {
     "duration": 0.006286,
     "end_time": "2025-03-26T20:48:07.721285",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.714999",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Maximum CFL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "ee49239e-793e-4e78-82cf-935bea89db06",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:07.734590Z",
     "iopub.status.busy": "2025-03-26T20:48:07.734448Z",
     "iopub.status.idle": "2025-03-26T20:48:07.947524Z",
     "shell.execute_reply": "2025-03-26T20:48:07.947244Z"
    },
    "papermill": {
     "duration": 0.220722,
     "end_time": "2025-03-26T20:48:07.948313",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.727591",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].MaximumCFL.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f0751640-df28-48b1-9c9b-a2676d23f1a3",
   "metadata": {
    "papermill": {
     "duration": 0.006685,
     "end_time": "2025-03-26T20:48:07.962052",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.955367",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Energy/Mass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "98228ec5-c357-40d4-ac5f-bbee971d6c04",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:07.976153Z",
     "iopub.status.busy": "2025-03-26T20:48:07.975979Z",
     "iopub.status.idle": "2025-03-26T20:48:08.179560Z",
     "shell.execute_reply": "2025-03-26T20:48:08.179270Z"
    },
    "papermill": {
     "duration": 0.211687,
     "end_time": "2025-03-26T20:48:08.180346",
     "exception": false,
     "start_time": "2025-03-26T20:48:07.968659",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].EnergyMass.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4e154b64-da54-4d94-92d5-e72c152737d2",
   "metadata": {
    "papermill": {
     "duration": 0.014199,
     "end_time": "2025-03-26T20:48:08.327350",
     "exception": false,
     "start_time": "2025-03-26T20:48:08.313151",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Mean Sea Level"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e4243054-d327-4a70-bbea-a46cbb099f48",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:08.342970Z",
     "iopub.status.busy": "2025-03-26T20:48:08.342792Z",
     "iopub.status.idle": "2025-03-26T20:48:08.523374Z",
     "shell.execute_reply": "2025-03-26T20:48:08.523032Z"
    },
    "papermill": {
     "duration": 0.189861,
     "end_time": "2025-03-26T20:48:08.524452",
     "exception": false,
     "start_time": "2025-03-26T20:48:08.334591",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].MeanSeaLevel.plot.line(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "32e81871-03af-4a71-9b94-8b872793f837",
   "metadata": {
    "papermill": {
     "duration": 0.008336,
     "end_time": "2025-03-26T20:48:08.541389",
     "exception": false,
     "start_time": "2025-03-26T20:48:08.533053",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Total Mass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "fab5b910-6367-4afe-abd8-be1194e213b1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:08.558143Z",
     "iopub.status.busy": "2025-03-26T20:48:08.557967Z",
     "iopub.status.idle": "2025-03-26T20:48:08.749506Z",
     "shell.execute_reply": "2025-03-26T20:48:08.749211Z"
    },
    "papermill": {
     "duration": 0.200972,
     "end_time": "2025-03-26T20:48:08.750414",
     "exception": false,
     "start_time": "2025-03-26T20:48:08.549442",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].TotalMass.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5527dec8-b032-4268-b7b0-b3540ff81a56",
   "metadata": {
    "papermill": {
     "duration": 0.008512,
     "end_time": "2025-03-26T20:48:08.768010",
     "exception": false,
     "start_time": "2025-03-26T20:48:08.759498",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Mean Salinity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "8883aa96-dc89-4884-ad8d-47bc1a2c080b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:08.786056Z",
     "iopub.status.busy": "2025-03-26T20:48:08.785861Z",
     "iopub.status.idle": "2025-03-26T20:48:08.982373Z",
     "shell.execute_reply": "2025-03-26T20:48:08.982051Z"
    },
    "papermill": {
     "duration": 0.206815,
     "end_time": "2025-03-26T20:48:08.983370",
     "exception": false,
     "start_time": "2025-03-26T20:48:08.776555",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].MeanSalin.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "76879b53-501b-46e1-94e6-1de79e51a4b1",
   "metadata": {
    "papermill": {
     "duration": 0.009662,
     "end_time": "2025-03-26T20:48:09.002610",
     "exception": false,
     "start_time": "2025-03-26T20:48:08.992948",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Mean Temperature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "b79b3738-f3d4-4500-bb8b-41c4172122fc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:09.022213Z",
     "iopub.status.busy": "2025-03-26T20:48:09.022017Z",
     "iopub.status.idle": "2025-03-26T20:48:09.451580Z",
     "shell.execute_reply": "2025-03-26T20:48:09.451252Z"
    },
    "papermill": {
     "duration": 0.440693,
     "end_time": "2025-03-26T20:48:09.452570",
     "exception": false,
     "start_time": "2025-03-26T20:48:09.011877",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].MeanTemp.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1bb2fbcf-e57b-46db-a73c-b109f4102d8d",
   "metadata": {
    "papermill": {
     "duration": 0.016932,
     "end_time": "2025-03-26T20:48:09.589589",
     "exception": false,
     "start_time": "2025-03-26T20:48:09.572657",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Total Energy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "24759365-442d-4d72-a4f8-e7e9cf89224b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:09.611312Z",
     "iopub.status.busy": "2025-03-26T20:48:09.611131Z",
     "iopub.status.idle": "2025-03-26T20:48:09.822936Z",
     "shell.execute_reply": "2025-03-26T20:48:09.822625Z"
    },
    "papermill": {
     "duration": 0.223309,
     "end_time": "2025-03-26T20:48:09.823957",
     "exception": false,
     "start_time": "2025-03-26T20:48:09.600648",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].En.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4677a428-8c77-42e4-ba37-8576ec07988e",
   "metadata": {
    "papermill": {
     "duration": 0.00992,
     "end_time": "2025-03-26T20:48:09.844349",
     "exception": false,
     "start_time": "2025-03-26T20:48:09.834429",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Available Potential Energy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "71c4cb75-bc61-4554-bf98-cbdee603fdb4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:09.865270Z",
     "iopub.status.busy": "2025-03-26T20:48:09.865086Z",
     "iopub.status.idle": "2025-03-26T20:48:10.163605Z",
     "shell.execute_reply": "2025-03-26T20:48:10.163320Z"
    },
    "papermill": {
     "duration": 0.310071,
     "end_time": "2025-03-26T20:48:10.164381",
     "exception": false,
     "start_time": "2025-03-26T20:48:09.854310",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].APE.sum(axis=1,\n",
    "                      keep_attrs=True).plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e0d2e4af-966c-4d6a-98f4-aad286d0ca3f",
   "metadata": {
    "papermill": {
     "duration": 0.010638,
     "end_time": "2025-03-26T20:48:10.187338",
     "exception": false,
     "start_time": "2025-03-26T20:48:10.176700",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Total Salt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "c3a917f9-94e3-42f7-bab1-5ba2fec69b26",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:10.209217Z",
     "iopub.status.busy": "2025-03-26T20:48:10.209038Z",
     "iopub.status.idle": "2025-03-26T20:48:10.403701Z",
     "shell.execute_reply": "2025-03-26T20:48:10.403387Z"
    },
    "papermill": {
     "duration": 0.206741,
     "end_time": "2025-03-26T20:48:10.404620",
     "exception": false,
     "start_time": "2025-03-26T20:48:10.197879",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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EES0oh5sgBQUFWL9+fdA2wzCCtgXmSjvttNOwbt06fP3115gyZQo2btwIj8eDjh074rzzzsNtt92Ge++9t1af0b59e3zwwQdYtmwZdu/ejU2bNkHXdXTs2BH3338//vGPf/gLF8Q6DocDU6ZMwQ033IAff/wRO3bswLZt29CyZUsMHz4cTz31FG644QbT++Li4jBt2jR89tln+P777zFnzhw0bdoUd9xxB0aPHs0sLvD6669j7dq12LdvH/bs2QPDMNClSxf84x//wDPPPMOtMvr+++/j+uuvx5dffom1a9di+/btaNWqFbp06YIXXngB999/v+k9ob8nABw8eBAHDx4E4K0qG0jr1q3x2GOPYcWKFVi8eDE0TUOPHj3wxhtv4PnnnxeuuEoQBEEQBEEQBEEQRPQghxtBEARBEARBEARBEARBRBDK4UYQBEEQBEEQBEEQBEEQEYQEN4IgCIIgCIIgCIIgCIKIIJTDzQJd13Hs2DE0b94cDocj2sMhCIIgCIIgCIIgCIIgooRhGKioqECnTp0QF2ftYSPBzYJjx46ha9eu0R4GQRAEQRAEQRAEQRAEESPk5OSgS5culm1IcLOgefPmALw7Mi0tLcqjiQyKomDRokUYNmwYEhMToz0cooFBxxdhJ3R8EXZDxxhhJ3R8EXZDxxhhJ3R8EXZSn46v8vJydO3a1a8XWUGCmwW+MNK0tLQGJbg1adIEaWlpMX8gE/UPOr4IO6Hji7AbOsYIO6Hji7AbOsYIO6Hji7CT+nh8iaQdo6IJBEEQBEEQBEEQBEEQBBFBSHAjCIIgCIIgCIIgCIIgiAhCghtBEARBEARBEARBEARBRBAS3AiCIAiCIAiCIAiCIAgigpDgRhAEQRAEQRAEQRAEQRARhAQ3giAIgiAIgiAIgiAIgoggCdEeAEEQBEEQBEEQBEEQRH1HURRomhbtYdQ7FEVBQkICXC5Xne+/+Ph4JCYm2tI3CW4EQRAEQRAEQRAEQRA1pLy8HIWFhXC73dEeSr3EMAx06NABOTk5cDgcdf75ycnJaNu2LdLS0iLaLwluBEEQBEEQBEEQBEEQNaC8vBxHjx5Fs2bN0LZtWyQmJkZFNKrP6LqOyspKNGvWDHFxdZf5zDAMKIqCsrIyHD16FAAiKrqR4EYQBEEQBEEQBEEQBFEDCgsL0axZM3Tp0oWEthqi6zo8Hg9SUlLqVHADgNTUVDRv3hy5ubkoLCyMqOBGRRMIgiAIgiAIgiAIgiAkURQFbrcbLVq0ILGtHuNwONCiRQu43W4oihKxfklwIwiCIAiCIAiCIAiCkMSX4N+upPtE3eH7DSNZtIEENwIAcKLciRUH81DhipyaK4NH1fDKrK24bMwivLdoNzRdj8o4CIIgCIIgCIIgCEIGcrfVf+z4DSmHG4EtOcW49oslKKn2oHubplj//A1o3zylTscwbt1hvJe+BwCw+nAB+nVsgVsGdKnTMRAEQRAEQRAEQRAEQUQCcrgReH3OdpRUewAAWUVVGLN0b52P4R+TNwS9/sMPq+t8DARBEARBEARBEARBEJGABDcCc3cfC3r9/kmnWTSp8qjRHgJBEARBEARBEARBEESNIMGNIAiCIAiCIAiCIAiCiAibN2/Ge++9hzvvvBOdO3eGw+FASgo7bZWu61i5ciVef/11XHzxxWjfvj2Sk5Nxxhln4LHHHkNmZibzfUOHDoXD4bD8FxcXXcmLcrgRBEEQBEEQBEEQBEEQEeHNN9/ErFmzhNoePnwYQ4cOBQB07twZl1xyCeLi4rBhwwZ88803mDRpEubNm4fLLrss6H033HADunfvzuxz8+bN2LVrFy6//PLafI1aQ4IbYSuqpmNJxgm0aZqM809vE+3hEARBEARBEARBEARhIxdffDEGDhyIIUOGYMiQIejQoQO3rcPhwLBhw/D000/jxhtv9LvS3G43HnvsMYwbNw4PPPAADh48iMTERP/7Xn75ZW6fF154IQDgT3/6U4S+Uc0gwY2wDcMwcP1/lmLp/jwAwGs39MfomwdGeVQEQRAEQRAEQRAEQdjFSy+9JNz2jDPOwPz581FeXh60PTk5GWPHjsUvv/yC7OxsrFmzBldeeWXY/g4cOIANGzYgOTkZ99xzj/TYIwnlcCNsY31WkV9sA4A3F+xChUuJ4ogIgiAIgiAIgiAIgqgPpKSk4KyzzgIAHDt2LExrLz/99BMA4NZbb0WLFi1sG5sI5HAjbGPloXzTtq9XHcAL1/aNwmgIgiAIgiAIgiAIwn503UBRlTvaw6gRbZomIy7OEe1hAAA0TcORI0cAwDIsNZCJEycCAB588EHbxiUKCW4EE103an2SJTDeP3NbDgluBEEQBEEQBEEQRIOlqMqN9q/MiPYwakT+u3ehXXN2RdG6ZvLkycjPz0e7du1wySWXhG2/du1aHDp0CG3atMGNN95YByO0hkJKGzmGYTC3K5pe674dDrPgZoD9eQRBEARBEARBEARBEACQk5ODf/3rXwCA0aNHIzk5Oex7JkyYAAC4//77gwosRAsS3Bo5bpUtrCl6BAQ3xjaOvsek0k353giCIAiCIAiCIAiiMVFVVYU77rgDhYWFuP322/HYY4+FfY+iKJg6dSqA6Fcn9UGCWyPHrWrM7ZFwuLGQ8bfN3XXUljEQBEEQBEEQBEEQBBF7KIqCu+66C5s3b8Zll12GSZMmCb1v/vz5KCoqQq9evXDhhRfaPEoxKIdbI8el8AS32od+bj9aYtqm6+L9PjFlI+4b3L3W4yAIgiAIgiAIgiCIuqJN02Tkv3tXtIdRI9o0DR+6aRe6ruPBBx/EwoULMXDgQMyePRupqalC7/VVJ42FYgk+SHBr5PBCStUIONyS4s0GSl0iprS42lPrMRAEQRAEQRAEQRBEXRIX54iZwgP1if/7v//D1KlTcdZZZ2HRokVo2bKl0PvKy8sxe/ZsALEluFFIaSOH63CLQA639owLDE9uS2SIcwRBEARBEARBEARBNHxGjx6Nb7/9Ft26dUN6ejrat28v/N7p06fD5XLh0ksvRc+ePW0cpRykcjRyXJwcbh6O802Gao+5b57DrVkymS0JgiAIgiAIgiAIorHxySef4JNPPkGHDh2wePFidOvWTer9vnDSWCmW4INUjkaOysmp5olASOnPm7NM23gRpZpEbjeCIAiCIAiCIAiCIGKTuXPn4s033wza5vF4cNFFF/lfv/baa7jpppuwbds2vPDCCwCAHj164O2332b2+eijj+Kyyy4zbT969CiWL1+OpKQk3HvvvRH8FrWn3ghuxcXF6NOnDwoKCtC7d2/s27eP23b8+PH48ssvsWfPHiQlJeGiiy7CiBEjcMkll9ThiOsHPKErEg63Y2VO07bLzmjHbKtGIISVIAiCIAiCIAiCIIjoUlBQgPXr1wdtMwwjaFtBQQEAoLS0FMZJZ87atWuxdu1aZp9Dhw5lCm4TJ06Eruu46aab0KpVq0h9hYhQbwS3Z599FoWFhULtPvnkE6SmpmLYsGFwuVxIT0/HokWLMG3aNNxxxx11MNrYZH1WIR6duA55JVX46LQj+PNFZ3JDPHnFFGpLckI8czs53AiCIAiCIAiCIAii/vPwww/j4YcfFmo7dOhQaJqG8vJypKWlIS5OLvPZiy++iBdffLEGo7SfepHDbcmSJfjxxx/xt7/9zbLd0qVL8cknn6BNmzbYvn07fv31VyxYsAArVqxAfHw8HnnkEZSUlNTRqGOPxydvwK7jZShwGXh86iaUVnu4Qle5S7FlDEVVbrw8ayuemroRWUWV/u0kuBEEQRAEQRAEQRAE0VCIecHN6XTiscceQ9++ffH8889btv34448BACNGjECvXr382y+++GI89thjKCsrw/fff2/reGMVTdexNfeU2Fjt0bBgzzGuw23mtmxbxjFhQybeT9+DL1fsx7VfLIF6MlccL5ccQRAEQRAEQRAEQRBEfSPmBbdRo0bh0KFDGDt2LBITE7ntXC4XlixZAgC4++67TX/3bZs9e7Y9A41xWDnZqhWN6ywrrHLbPSQcKqzE8oP50C3EtkMFFcztW3OK8X9TNmDMkr1+0Y4gCIIgCIIgCIIgCCIWiOkcbjt27MDHH3+MRx55BFdccQWysrK4bfft2we324127dqhS5cupr8PGjTI32djRNHMopZuGFyH2w19O9k9JABAYaXLsmDCtK3ZeHlYv6BtBRUuDHp/vv/1ikP5+PXvV9o2RoIgCIIgCIIgCIIgCBliVnDTdR1/+9vf0LJlS3zwwQdh22dne0MgWWIbADRt2hQtW7ZESUkJKioq0Lx5c1Mbt9sNt/uUs6u8vBwAoCgKFMWenGZ1RbXb7FhTVRVuj8psryhq3Xxnw4DL7eH+Wdc10zhenrUl6PWsHbn1/vdpKPh+B/o9CDug44uwGzrGCDuh44uwGzrGCDuh44uNoigwDAO6rkO3MJIQ1viqlPr2ZTTQdR2GYUBRFMTHs4s9AnLnQMwKbl988QU2bNiAH374AW3atAnbvrLSm4C/SZMm3DZNmzZFaWkpKisrmYLbu+++i1GjRpm2L1q0yLLf+kCx23zQ7ti5CydSHcz223buxLzSjFp95tkt47C31Ppk2bF1C4wj/IM5IyMD89yZQdu+X1dpajd7zlzEx7G/C1H3pKenR3sIRAOGji/CbugYI+yEji/CbugYI+yEjq9gEhIS0KFDB1RWVsLj4RtJCDEqKtgppeoCj8cDp9OJFStWQFXZxiQAqK6uFu4zJgW3nJwcjBgxAldeeaVwKVmfIupw8EUXgxM+6eOVV17Bs88+639dXl6Orl27YtiwYUhLSxMaR6ySXVIFrJgbtK1///7o1qoJsGWlqf1Zffpi+JVn1eozPzi4FCgttGwz+PzBuPyMdsDvvzL/fnafPhh+dZ/gjelTTe0GXXYVOres36JoQ0BRFKSnp+O6666zzLlIEDWBji/CbugYI+yEji/CbugYI+yEji82LpcLOTk5aNasGVJSUqI9nHqLYRj+SEQrTcdOXC4XUlNTccUVV1j+lr5ISBFiUnB74okn4PF4MHbsWOH3+BxrVVVV3DY+JbJZs2bMvycnJyM5Odm0PTExsd5fVAyH2UUWFxcHRxzbXWbAUevvrAhUHtUMB+Li+IehIy5OaBzNUpMxdvUhfLl8P3q1b45v/3AhCXBRpCGcM0TsQscXYTd0jBF2QscXYTd0jBF2QsdXMJqmweFwwOFwIC4u5mtSxiy+MNJo7kff7xjuGJc5/mNScJszZw5atmyJxx9/PGi7y+UC4M3XNnToUH/bZs2aoVu3bgCA3NxcZp9VVVUoLS1Fy5YtmeGkDR2FUclTN8AtmsBqL8ue42Vh27hV3bJowuydR9GjTTPcMbArEuO9J94Tl/fCVysPBLXbfbwM/5y+GQBwoKACr8/dgf89cFEtRk8QBEEQBEEQBEEQfHy5vhRFQWpqapRHQ9QGX242q/xtssSk4AYApaWlWL58OfNvTqfT/zdfbG3v3r2RnJyMgoIC5ObmmoonbNniTbR/zjnn2Djq2IUloKm6Do3jQlMF3GnhqOIUZAjErWrcMQDA6sMFWH24ANf16YBFT14DAPj9QJ6p3TMzNge9/n7tIb/gll1chTfm7oABYOTwAejehu1wJAiCIAiCIAiCIAhREhMTkZycjLKysqiGQxK1wzAMlJWVITk5OaIOzpgU3Hi51rKystCjRw/07t0b+/btC/pbamoqrr76asyfPx/Tp0/Hv/71r6C/T58+HQBw88032zLmWMejmgU3t6pzHW5bc0uk+td0HYYBJMSfsn92TEvF8XKn9bg0XUjcS993Attyi3Ful9YoqDRXXLUa723fLse2k3/fklOM7a8MpwshQRAEQRAEQRAEUWvatm2Lo0ePIjc3Fy1atEBiYiI9b0qi6zo8Hg9cLledhpT6qpKWlZWhsrISnTt3jmj/MSm41ZRnn30W8+fPx1tvvYWbbroJvXr1AgCsXbsW33zzDdLS0vDXv/41yqOMDiyHm0flO9x+2Z6DnJIqJMTFoWMLa2vsz5uy8OikddAN4Kt7h+CRi88AALhULey43BZjCOWz3zPww58uRpzExSu3pNovtgHAzmOlOJBfgbNOq99FMAiCIAiCIAiCIIjo4yuwWFhYiKNHj0Z5NPUTwzDgdDqRmpoaFbEyOTkZnTt3jnixzAYluF177bX45z//ic8++wznnnsurrvuOng8HqSnp0PXdUycOBGtW7eO9jCjgocluGl8hxsAdHvtVwDAbed0wa9/v5LZRtV0/GvGZlR7vOLaszO34I/nd0dyoljcs1vVLHO4BbLtqFc4u+LM9pi+NTtse103UO5STNtFhECCIAiCIAiCIAiCECEtLQ1paWlQFAWaRs+bsiiKghUrVuCKK66o86Ic8fHxtn1mgxLcAODTTz/Fueeeiy+//BLp6elITEzENddcgxEjRuCyyy6L9vCiBstF5gmTP83HrB25cCsaU0TLLa1GfoXL/7rU6cH2oyW4oHtbZhireQziDrerzzoNgFdIE0HRdHgYF7vkhMglQSQIgiAIgiAIgiAIgKq41pT4+HioqoqUlJQGtf/qleDWvXt3bn63QB5++GE8/PDD9g+oHsHaa16Hm9j78ytd6NqqqVDbUqfi7z8cblWDJvCbAkDTJO/hKtreo+lM0U/kGCIIgiAIgiAIgiAIgqgpdZeNjogqLFeYjLusys2uOOpmCFr/W3vQm3xQSHDToWpiY3AqXreaSL+A9/uxxheJCqwEQRAEQRAEQRAEQRA8SHBrJPAdbnJil3m7WYircqvCopZb1YUda9KCm6Yzxy0qMhIEQRAEQRAEQRAEQdSEehVSStQclrDmkRC7qj1shxsrZPOiHm0lXGgaVMG2PvFMJDccAKw+XICCSpdpu+h3JgiCIAiCIAiCIAiCqAkkuDUSWHnLPJouXICA53BjhWyWuxRhUcytiueR84l+imBV0wkbMrE2s8C0XVTgIwiCIAiCIAiCIAiCqAkkuDUSWKKWTMGCQMFN1XQ8Omk9flx/mNm2zKkIO9zcqiYd1iqa861jWgoKKt2m7RRSShAEQRAEQRAEQRCEnVAOt0YCL6RU1OEWGFI6b/cxrtgGAKVOj1CFUkAyj5zHK7iJtr+y12nM7VQ0gSAIgiAIgiAIgiAIOyHBrZHA0qg8mnzBAgC47dvllm3LnHIhpaIp1XwFGkT1Mk03kJxgPsTXMMJMCYIgCIIgCIIgCIIgIgUJbo0EpsNNE8+fxsvhxsKukFLXSRFPtL2i6Xj4wp6m7S/P2ib0foIgCIIgCIIgCIIgiJpAglsjgSVReVRdOJ9Z9clwzsOFFWHblrk8wmGb3qIJ4gIaIC64qbqBlMR4obYEQRAEQRAEQRAEQRCRggS3RgIrV5tU/rST4Zz/+HlD2LblLgWaYCVRr8NNqKlfcBMVCRUJB19jwDAMfLEsA4Pem4eHxq9BabUn2kMiCIIgCIIgCIIgiAYJVSltJNTW4eYrWLA440TYti5FPDecSxEv3CDrcFM0XVj4awxszi7G09M3AQC25pagc8smeOfWc6M7KIIgCIIgCIIgCIJogJDDrZHAzuEmnj+tWiKHm1vVhIU8l0QON0XztpNxxImOozHw7MzNQa/fXbQ7SiMhCIIgCIIgCIIgiIYNCW6NBIMluEk53FThz3JL9OtSZAS3kw43wb5V3aCQ0gByS53RHgJBEARBEARBEARBNApIcGsksIQnuRxu4g43RdOFq5Q6FfEcbp6ahJRy2mYVVYp9KICSaje+W3MQc3bmMoXL+gKF1xIEQRAEQRAEQRBE3UCCWyOBGVIqU6VUQnADxAW6GjncJEJKeW64JQK56ACvs+/yT9Lxt0nrccs3yzFq3k6xD49Bskuqoz0EgiAIgiAIgiAIgmgUkODWSGBpWjION48q544SFtxUjTk2FjUqmsBpG+dwCPWx+nABdh8v87/+75qDQu8jCIIgCIIgCIIgCKLxQoJbI6G2DjfREFEf1YI53zyqDlUw1FFecDO4309GcAvkWBnlQSMIgiAIgiAIgiAIwhoS3BoJfIeb2PsVTZfKX7bjaKlw22qPmBvuVJVS0aIJfAefAbE+WIKdrPhIEARBEARBEARBEETjggS3RgJLeFI0OXeZqNAFAK2aJAm3FXXD6YYBTdchmvtf0fgOvmbJiUJ9xMeZnXCi4yUIgiAIgiAIgiAIonFCglsjgSeVuQRzrSm6uBsOAKokRCmZggyKZkQkpLRpUrxQH6zQ0yo3CW4EQRAEQRAEQRAEQfAhwa2RwBOpXILFEBTNkAoplRHcZAQsGaedVVvR3HVMwY0cbgRBEARBEARBEARBWJAQ7QEQdQNPo3IKikeKRL43QE5EkwnRlBmHovNDSlXBTli53nw55zRdx//WHEJ+pQt/u+RMnJaWKjYwgiAIgiAIgiAIgiAaNCS4NRJq73CTy+FWJVgIAZANKZWrrFpbhxsr5NbncHt25hZ8viwDAPDf1QdxaORtmLAhE09N24SkhDiMe/Bi3HpOF6HPIQiCIAiCIAiCIAii4UAhpY0EXjioUxF3uEnobXI53ELadmnZBDf374wWqebCBh6pkFIDGqetaLEIl2Ju53Pv+cQ2AMguqcakTVl4evomVHlUlFR78NS0jdBlbIE2w4iOJQiCIAiCIAiCIAjCBkhwayTwdJ9QQemKM9sz28kUKwCASrci3DZUcOuQloLZjw3FsbfvZIxDLodbbUNKXarZ4ebR2GLdi79uRWVAKG12STUKq9xCn1MXOECKG0EQBEEQBEEQBEHUBSS4NRJ4IpU7RFAa1LU1HhjS3dROOqQ0JIfb6a2b4sa+ndDntDRT2+qQ8FPHSStWYrz58JSrUsrP9yYaUupkhJQqHMEtr8Jl2lbhEhce7SaOobdpgk4/giAIgiAIgiAaBpuzi7DiYJ5UUTyCIOShHG6NBN61NDRHWbzDgR8evBiKpmPqlmz/dvmQ0uB++5yWhnlPXAUAOPvN2diXV+7/W3VIWKtPGEpgKEQyRRM8FmMWdrgxBDeew41FSbVHuK3deIXM4O+taAYYuiZBEARBEARBEA2Qtxfswog52wEA9w06HZP/clmUR0QQDRd61G4k8B1uweJRXJzXWfbE5WcFbZcvmhAsogW61VIS44P+FupwizvpcHM4HCaXm2xIKa+tKiiaMQU3wUITQGwJbiyHm2guO4IgCIIgCIIg6jeGYfjFNgCYsuUI9p4oi+KICKJhQ4JbI4EXBhkaUhrPCedUdEmHW0hIaaBbrWlSsLGy1BksSsUFZPdPjA9WiTyaLlyIwCqHW6jQyEMmpJRFiTN2BDcHo2qCzHchCIIgCIIgCKL+wpr7r80sjMJICKJxQIJbI4FXNdTkcOMJbpJFE0I/LyGgv+YpwYJbeUies0AnFtvhJjYGRTO4gtvT0zcJ9SFTNIFFLDncWCUTFI3yNhAEQRAEQRBEYyC0YB5gNmAQBBE5YlZwGzNmDO6880706tULLVq0QHJyMk4//XQ89NBD2L17N/M9ubm5eOyxx9CtWzckJyejU6dOePjhh5GVlVW3g49BEuLi0LpJkml7qKAUH+cT3ILlmdqGlAY63JITgkNKnZyQUu84ah5S6lE1qTGzqG1IKcshFy3iyOFGEARBEARBEI0Wp2I2YYhG/hAEIU/MCm7vvPMO5s+fj9atW+Oaa67BTTfdhJSUFIwfPx6DBg3C/Pnzg9rv2rULgwYNwjfffIOEhATcfPPNaNeuHX788Uece+652LlzZ5S+SWzw6g39UfTBPejcIjVoe+iKBs/hpumGsLMMMItS8UGCW3DfoaJfXEDbxLjgtjJil6LzHW4AhKrysAQ3RTKsNVaIY5ztlMONIAiCIAiCIBoHrOgdcrgRhH3ErOA2a9YslJSUYP369Zg5cyZmzpyJjIwMfPXVV/B4PHj00Uehad6Lg2EYeOCBB1BQUIC//OUv2L9/P2bMmIHt27djzJgxKCsrwx/+8AfoJC6YhLRQW7FPGEtgqDO1uRgHuqtMDjeF73BLChHnZFZgFE2HZiGqvTp7e9gkoSyHmidMv4GIFmeoC9gONwopJQiCIAiCIIjGQGhkEUAON4Kwk5gV3C699FKkpKSYtj/++OM488wzcezYMWRkZAAAVq9ejR07dqBVq1b49NNPkZBwKkfYM888gyFDhmD37t2YM2dOnY0/VklghIoGcsrhJhZ+uPmlG/Hjny7GRd3bWn5usOBm7VqzyuHGWpXhES789N1FuzHgnbn4eVOWf5vTo+KVWVtx3/crseJgHl9wE3W4ydgCbcbByOIWSw48giAIgiAIgiDsg/UsxYroIeofBwsqMHXLEeSWVEd7KEQAMSu4WREf73VIJSV5c5Jt3rwZAHD++eejefPmpvZXXnklAK9rrrHDcq4FYuVwY7mherVrjj9f2BMDO7e07DdQ6gl1uIViVaVUxmVnVaXUh6Yb+Nuk9f7Xr/y2De+l78HULdm45vMlOFJcVaN+A9v62J5bgld/24bJm7KCwllFQlsjAUt8pDLgBEEQBEEQBNE4YBVNiKWc00TN2HSkCAPfnYv7vl+F/u/MwYH88mgPiThJQvgmscX48eORkZGBs846Cz179gQAVFV5RZFWrVox39O6dWsAwPbt2+tmkDEMy7kWiM9dFljkwIdHM1+MfdpYapL1oRSYly0p3lr0c1g43GQszx5VrMBCYIGHz5Zl+P+vckQ10X6BU4LbkeJKXPDRAr+br9yloFf75vjjuNUorvbg7ZsH4vlr+wr1WVNYIuFd362E8eUDtn4uQRAEQRAEQRDRh2VecHrMhRSI+sXrc3eg+mS4cJlTwWtzdmDyXy6L8qgIoB4Ibh9++CF2796Nqqoq7N27F7t370anTp0wadIkxJ10YbVr1w4AcOTIEWYfvu1UrdRchCCU+JN/DxW6AHbBAp8bLTUxnGvt1P9DQ0p5fQLm8bolVmAUXdyJZhgGHIwcZyxkQkrVk67AkXN3Bu2/f0zegDZNk1FU5QYAvPDrVtw76HR0a91UqN+aIJp3jiAIgiAIgiCIhgfLUEAOt/rP/D3Hgl5P2XKEBLcYIeYFt4ULF2LJkiX+1127dsWECRMwePBg/7YrrrgCALBx40bs2bMHffuecgpVVlZi+vTpAICKigrLz3K73XC73f7X5eVeK6aiKFAUpfZfJgYIo3XB0DUoigJDN194q90e0zZNVaE4DCSGC042DP8+DDeGwLahjrwqt/jvoGjWVUoDqXa5gyqpWuFWVLg85n3Ba6soCpYfyDP9zSe2+Zi7MwePXnKGUL81gbcvInls+/pqKOcLEVvQ8UXYDR1jhJ3Q8UXYDR1jRDhcHvOxUeUWe9al46t+Ud9+p/p0fMmMMeYFt8WLFwMASktLsXPnTowePRpDhw7FW2+9hVdffRUA0Lt3b9x1112YMWMGbrvtNnz77bcYMmQIDh48iH/+858oK/PmqYoL4+569913MWrUKNP2RYsWoUmTJhH+ZtGhstw6iWLGvr2YV30ITtUszqxcs9a0beHCBUiMc+BIlrUAlZOdjXnz8gEAWZnWbQsL8jFv3jwAQEVp8Hh37N5r+d5APKqGyipzDjYWv81bwCgpwOZgZhYWph8L3xDAwcxMzJt3HNXO8Mkrd+/ahXmlGWHb1RSNUyDBt68jSXp6esT7JAgfdHwRdkPHGGEndHwRdkPHGMFjU4E5fDT76HGp5wE6vuoHdjzj1QX14fiqrhYvTBHzgpuPli1b4vLLL8e8efNw8cUX47XXXsOwYcMwZMgQAMB3332HoqIiLFu2DFdffbX/fU2aNME777yDF198kZvjzccrr7yCZ5991v+6vLwcXbt2xbBhw5CWlmbPF6tjPsn8HSgt4P69f79+GH55L28s/+8zg/523uAhwOaVQduG33gjEuPjkLniAH48sJXbb/fup2P4cK8rcf+yDOAgP59ehw4dMHz4pQCAz7OWYXdpvv9vp59xJnBoD/8LBqAbQGJyCuB0hm17xVXXICkhDvj917BtO3bugquuGgAsnx22bacuXTF8+BA03TIXcFqLf3369cPwS88M22dNMAwDevo05t+GDx8esc9RFAXp6em47rrrkJiYGLF+CTa7jpfhqWmbUVjlxojr++G+Qd2iPSRboeOLsBs6xgg7oeOLsBs6xohwqDuPAttWB21La90Ww4dfGfa9dHzFMOlTTZsi+YxXF9Sn48sXCSlCvRHcfCQmJuK+++7D5s2bMXv2bL/g1rJlSyxduhQLFy7E0qVLUVZWhu7du+OPf/wj9uzxCjT9+vWz7Ds5ORnJycnMz4z1H12UcBVCExMSkJiYCEecuZ3OKGqblJiIhPg4NEtNsuw3IT7evw9Tk6z3ZUJcnL9tUkhuOImaCQDEiyxoiGN+ZxaqDkCwrWY4vN9FID9cpUe37TjTdP5+sOMzG9I5E8s8NX0LVmcWAgD++vMG3NivC9o0M1/DGhp0fBF2Q8cYYSd0fBF2Q8cYwcVhfp5zqXLPIHR81Q/q629UH44vmfHVO8ENANq2bQsAKCgIdmo5HA7ccMMNuOGGG4K2f/755wCAoUOH1sn4YhlW9dFAfHnMWPnMPIyQRF+Bg5QwQl5gIYRwol9gRVNT0QRGZZ34OAc03cAt/Ttj9q6jIe3FBDeXonkdbgJ4NB1rDvNdgoGoFkJXKGVOsbxwNUE0lx1Rf1A1HasDjkOPqmPp/hO4Z9DpURwVQRAEQRAEEauwnk2oaAJB2Ee9FNyWL18OADjjjPAJ5ouLi/Hjjz8iKSkJDz30kN1Di3lY1UcD8QljDocDCXGOoEo2CkNw8+loka1Syh8vS0DLfesOpKUkorTag9kjfgn6m4sh0LFwqRqaaGKng6LpWCUouPn2mUh+uDJX5BJEuhUNO46Vos9paWiekmgpuGm67q9OS9QfckrMuQMq3VTWnSAIgiAIgmDDqlLqIsGNIGwjJgW3lStX4tixY7jrrruQkHBqiIqi4Ouvv8aECROQmpqK++67z/+3/fv3o0OHDkG51vLz83HvvfeiqKgII0eORJcuXer0e8Qi4QS3QGdbQnwc1IBqpSx3meOk4hbOHeYIcLiJin6sflk3hOSEODRJSkAVQ2zwCDrcnIoGzRBr61F1tG5iHULrwycQOgRCSkurrR1u+/PKkVfhwiU921oKZLkl1ej6mld4TIhz4MAbt6KtRZihohkI85MQMcjYVftN25ole6+Xum5gzq6jcDiAm/p1DnKNEgRBEARBEI0TVTMLbuRwIwj7iEnB7dChQ3jkkUfQtm1bDB48GG3atEFhYSF27tyJ48ePIyUlBePGjUPXrl3975k0aRI++OADnH/++ejcuTOKi4uxcuVKOJ1OPPzww3jttdei+I1ih8R46wfvYHeZA4Gmq1DxKk5KRAvsN4w4F/B/s8PNfEPwjSNcv1a4FI15A2Lh0XRccHobobZOj3e8tXW4TdhwGI/8tA6abuDqs07D4qeu4Yp4/d6e4/+/qht48det+O6PF3H7VjQdKWEcikTsUeFiCMwnHZWP/LQW4zdkAgD+fEEP/PjnS+p0bARBEARBEETswQ4ppQgJgrCLmPS1XHnllfj3v/+N3r17Y8eOHZg2bRpWr16N1q1b46mnnsLOnTtx7733Br3n6quvxrBhw5CZmYmZM2di06ZNuPzyyzFz5kz88MMPiKOQOQDeggRWBDncQtqG5nALFNGSJFxrYUW/OL6Qxwop9Y1ZNAcbC5eiMS3WLDyCYaqA3A2sPEBw03UD7oDVptfn7vCHhS7dn4fF+04I9QMA07ZmW7r3WKHCROyzJafYtM2laCiucvvFNgAYvyETRZXuuhwaQRAEQRAEEYOwnnfI4UYQ9hGTDrcePXrg7bfflnrPFVdcgSuuuMKmETUcwjvcAgW34LahDjeHReinVb8yIaWJIWOwzeGmasIFDlTdgGaIiXO+G5hARKlfTPwgfTdemrUNAHBxj7ZY89z1yCqqCmo7desRXHd2R6ExANZFE0hwq59sOFJk2uZSNORVuEzbdx0vxZW9TquLYREEQRAEQRAxisqY95c5I5dHmiCIYMj21cgIm8PNQhirncPt1P/DueysxDmWw83XPlwFVitkQkoVTReu+imzYuTtV/eLbQCwNrMQ+06UmdqK5qbzYS24UQXT+sitA8w5KV2qzgxf/mbVAfsHRBAEQRAEQcQ0vIgelhBHEETtIcGtkZEYTuyKs3C4aTV3uDlkQkoDhbzQoglMh9upz6ip6OZSdGHXmqIZENTbAhxu4cflUXUUMkL//jhutWlbYMigCORwa3iwjnVeaPTxcrPrjSAIgiAIgmhc8AS3dVmFdTwSgmgckODWyAgndlk63ELELplCCHJta+ZwE+mbh0vVhFd2fE400baieDjOuYII5N9SLMZLglv9JFQAB7zHMev3jKcqpQRBEARBEI0eXgodXdB4QBCEHCS4NTISwoldgQ63sCGlAQ43CRGtNiGlLkaIZkQEN4miCaouHlIqE/rpUTWmMHbXuV0ZreWodPOLN1iJcUTswhLWXIrGFKVvP8ccfkoQkWLXsVL85ae1eHnWVlS6KQ8MQRAEQcQqvIX2lIT4Oh4JYTcGiagxQUwWTSDsQyqHW9iiCaf+L1c0QTyk1OxwMwtuDgn3HA+ZogkyIaW+m5qIv0jRDGY+tbSURLEPs6DcIhmqbD44IjZgOdycigaPZj5HUhNpEkXYg9Oj4rJPFvkTLh8rc2L8ny+J8qgIgiAIgmDBy1lNES/RZcGeY8gpqca9g7qhRWpSRPpUdSPsczdhP+Rwa2TIiF2hDrdQ50yww836gT7QORc2pDSOL/qFOtwcDrn8cDycHnuKJvhEkSoP32EW2JYV1vrRkr2mba2asC/EvFDXaoviDVtzS8KOjYg9eA43loBKkyjCLqZsORJU3WyCZH5JgiAIgiDqDp7BQDTSh4g8Hy7egxu/+h1//3k9zv9gAdwSRfd8sHI7s4wqRN1DglsjI1zRhHiJogkyIaWBPcmElCaF2JutRD+gdg43URFN1WUKLHjHm1NSHbatR2Pn32JVOvXdLKs9Kh4YtxqtXpiG279djjxOcnynheD314nrwo6NiD1YwppT0Zhh1xUWIcUEURtyS8Nf2wiCIAiCiA14whotzkYWwzAwbt0hDPtyCV76dSuqLZ7Fxq077P//wYIKTNgov3jJShvFeiYg6h4KKW1k1KZgQWjRhECpS65faxdacL/BbW0T3BTZkFI5h5tQW1WHIij6VXs0GIaBaVuyMWlTFgBg1o5c9OvQgtneZXPY6IasQjw9fRMUVccdp6kYbuunEQB7YuTRdPx+IM+0/YPFe/DCtX3rYlhEIyOeUYHZMAyhyswEQRAEQdQtvIgecrhFlk3ZxXjkJ6+pIX3fCbRITcS/r+/PbLvnRFnQ66UZJ/DoJWdKfV5ivAOukAxCrLzORN1Dglsjg2U3DUTK4RYX6ESLYJVSi/DTUGts6NcJ57TjIVM0QSak1DD4YZ7mfg3h1SVNN+BRdTz809qg7e8s2s1s71TsczgZhoE/jV+D/fkVAIDMfAee03Qk1j71HGEBS8xVNB1jlu4zbS+MQKVbgmDBEtYUTTe5kwmCIAiCiD48gwE53CLLh4v3BL1+dfZ2ruAWii8VkKrpSP7XZL/R48jo29GtdVPme1hRbBRSGhtQSGkjozYOt9CE/lZONFO/MjncLMZgX0ipbkuVUkC8KIFuGFIFDKwqj4biUqz7/e/qg1h7uEC4v0DyK1x+sQ0ASjwGtlBeONthOtxoJYuoY1hGNlpRJQiCIIjYhPe805gdbqXVHmw6UhTREMz1WYU1fm/VyWe853/ZEhRV1f+dOdz3xDNMNTuOltZ4DETkIMGtkRFOGIu3EMZCL0KBYld8XBzzRPcRnMNNokppiFofGsoZ+pm1CikVXNmRCSkF5MJKZS70IoUYRPv9+8/rccmYRZi+NVu4Tx+syqqiBSiImsM6rjyajqZJZFwm6o7QRQ/g1IrqjqMl2E7iO0EQBEHEDLznHd9CrmEYKKhwWeZ/bkhsOlKEziNmYsiHC3DRRwtR5vREpN/4MDnLfegMobPC7Y0N/WxZRvB2l9xvMm794fCNCNshwa2RIeMuSw4JCQpN3i/jLrNyrVm3DSfOhY6hZnmDZIomyISU+tqLwiqQwENKcBO0FD8+ZYNwnz5Y30/wHkPUAtZ+VzQdf73kjCiMhmissArCuFUdfx6/BgPfnYdz35uH52duicLICIIgCIIIhetw03R4VA1935qD9q/MQJNnp9Q4+qU+8fiUDaj2eJ+Tth8twZxdRyPSbziDiQ9W2GdJtbzox3o2nbUjV7ofIvLQY3Ejg1XBJJBAx1hySF620DxgocYGq/xpNRfcxNuKtOchk8MNkC+GIDwOiVj7KomQUlEhrya5vlhjZrleiMjCOq48qm46bwnCTr5dfcC0beexUkzYcKrC1sdL96KI8ggSBEEQRNThVyk1MH/PMezLK/dvu2TMoroaVtTYlF0c9Pr3/ebiYzWB9SjEcrOxnqN8gluLVPGE2I04IjjmoSezRgYroWIggUJJSqKcw82qcEKcRTEG8xhO/T+84Bb8uqaCm1OiSikgF/opI+TJJLeMZEhpbWCNWSbklqgZrFBej6ZD4jAmCCkKK13YklMcVAiGla/tnYW7TNumbT1i69gIgiCI2EbRdOSVO2HQHDGq8J53VF3H7d+uqOPRxB55Fa6I9MObp4fi9Jifo0qd3pBSB8QNDJph7rt5CqWZiQXoV2hkyORwC3XKVHtqXiFUTkSTcLiF5nALIyg+c1UffPK7uYqjrMNNRhiTEfJYF10eUs45GwU3VkEGSt5vPx7N/Jsqmk5iJ2ELi/Yex/X/Wep/XfnxfWiazJ5CrDxkDkEprkF4BEEQBNEwyCqqRI83ZgEABnZuhdXPDuPeQwh74eVZboxVSjXGM5poKGg4WA43j6qbDC0sh5svPNSA+JyeFVJ673mnC7+fsA9yuDUyZBxjKaYcbqEhpeIOt0CF3qq4AlDziqbe9tZ9vzF8AI6+dQfeu+3coO0uVbxoAiCXa03VDOZFl4VMSKlMWKvMeH18uTwDHV6ZgfPem4cdR/mJz1liHmtVh4gsXIcbCW6EDYxZujfo9ROS+R47pqUCADILKzF6/k78tCGTXA4EQRCNBJ/YBnjzZP1v7cEojqZxw3e4Nb57cqiZBAj/nCoKqxeWYYNlXPAhM03i5Refv/sobvtmOZ6dsTliBSEIOUhwa2SEE7CCHW4hgpvJ4SbuLgu8djkcDsvVA7miCcGvRb5fp5ZNcGbb5kHbXYp40QRf+1DaN0/B1WedZtqu6oawJVjGiWZX9VMAOFpajaembUJehQvbcksw8N15/L4ZNw+F4hptxTAM5kqkR9UphwNhCwv3Hg96/fNmb4joNb07mNqyru9VHhXlTgWD3p+PN+buwJ/Gr8F7i3bbM1iCIAgiZqg8WXExkNHzzakHiLqBWzShEU4gWel5Qp9va7o4GGpMAdhpOFjPUbphQNcNlLvM5w4P1nPs4aJKDB+7DL/tzMUnv+/Dv3/bJtwfETlIcGtkyFT9NBdNCL4gmIomCOZwA6yLNwS2jHTRhPiT7U12XumQ0uAL5j3ndUPeu3dhydPXmlZGZML8WBdiHjLWbxnnHAB8v/aQadv+gCSqgWzLNbvfKKTUXvgJb9nHGuVwICKN7/rTpmmS6W+s47PKo+KHdYdQGrC6+u/Z2+0bIEEQBBET7DhaatpWVEWFdKIF7/mBt70hu9FZBeh8z3EHCypw+mu/IO6pSXhu5mbpvlneEpbDjffMJGOsAACN8TuFFoD4aqW50BVhPyS4NTLC5TgLFItCBbRQMchUNEGwSilgHR9fm5BSK9EvsL05fl6XEtxCBax4i6IQdoV+2pnDjXVD+GJ5BrPtWwvMq5SNMQ9EXWJ1c2YJbg14rkREGV4umFCq3CpWHTbndiMIgiAaNqkhc24AOL9b6yiMhAD4921eah2ZCKD6Bsvh5nuKu/Gr35FdUg0AGLN0H37ZniPVt6jDjRfiK5Mv3DAM4bk+PaPVPSS4NTISJBxuoWJX6IO8qWiClcNNwolWqyqlgoJiSshYXZwqpQ9d2BNHRt9u2h4qYAULbua+RbErpFRGyDMMg7nfZ+86ymzPulnJrsoQcvBulh5VZ06M6OZK2IXoQkWVR23Qq+QEQRAEG9acsFOLJlEYCQHI53BryHNIVg43nyh2sKAiaPud/5Wr4MoSMFkiGk8AlTFWyORvDv1ehP1QnFEjI6wgJVEh1FQ0wSpMNEQYE87hJlFgARB3xLEqxIRe8G47pwvG/eliZgWb0BWKwP0WKmpKCW4SqxlSIaUSY1A0nbkfjxRXMdunpSSacgxQSKm98ARNXkgpCaCEXbCujyzcqk5OS4IgiEYIa05YzVisJeoG2RxuDTm3G8s04FK1iCwQsubeLIcbKxSU15ZHbfOQE/ZCDrdGhlXuNCBYwLIS0AC5ggXmkFKxtpGuUur7fqmJwVqzR9VNF0afKBgfF2cSDGUcbjKWYCmHm0xIqcQY3CpbcOPx14vPMG1bcYhCx+yE63DT2EUTDMMrjOw5XoZDtLJFRBDRiTjvOuikhy6CIIgGDev6X63QtT9acB1unLklr31DgJXDzaVoOFbmrHXfrLk62+HGm9OLP7vJCG60CF/3kODWyJCp+hnJggVmcc7K4SY+hniJMQSKYimJ5nahF91A4cwUJiqRw81lU641u0JK3apm+m2taJpsNspO2Jgl/H5CHp7YqmjskFIAeGLKRvR7ew56jf4NY5bstXN4RAPDaqVXXHDTwWo5c3sODhVU4IkpG/DyrK0orHTVcJQEQRBELMJy6lS5yWUjgmEYWLzvOObuOirsKA8HN4ebbuDcLq2E2zcEeA63SoYQx9o3VrDm6qxtvHmUlcOtwqWgLKAIFc8lJzouwl4opLSREVbAkihYECrJSBVNEGwbVvSTCCkN7DclwZzANbRseWBoaGK8A4GalcnhZjFmKYebZJXS5IQ4IcuxjJDnVnVU1LIMNWEvVuHEHs7x9u3qgwC8bre3Fu7CP6/qjfgwIeYEAQB7TpRx/8ZbmQ3FzQnReGnWVhgG/KvJe46X4bfHhtZonARBEETswXS4kbtZiGdnbsGnv+8DANx9XjdM++vlte5TNldbowspVfQgMcvHpT3bSfXNDillONwkiyZ8v/YQHp+yAbpu4KM7BuGfV/WBjBZLDre6h562GhkyrrWwIaUSYleNc7hFMKw12OHGENxCLrpWIpplSGltcrhJOtxYFXBq269b1bgXY4+qYUNWIY4HWK1lEnUSkcHqZiki2pZUe5irdwTBYuORIuZ2wzBq7XA7WuoMCt2Yvesoc6IbSHGVO2wbgiAIwl6qPSq+XrkfP23ItHRfbc4uNr+XQkrD4lI0v9gGANO3ZuNIcWWt+5UV1hpySClL+HWrGnMfyRaP4OVwK3N68OCPq9HzjVl4dsZmOBmFGwC+E+35X7bAo+pQdQP/nr0NlW4FmiE+Nt7CPGEf5HBrZIQrQhAsMlm3daBm7rKwbePExyDTb+B3YwpuoSGlAX2ZBLeQi2BgW9EqpQlxDtPNTSbXmqizxNuvTFgrOyyxR5tm6PjvmSiu9j7oLn36Glx1Vgdm2+F9Owp/HiGP1U1fVFx1KRpapPL/9vmyfcgpqcYTV5yFszu0qMkwGzxuRcMv23PQqkkShp3dUVgAr2+EXut9uFVdeCLuVjWUOcWcs8fLnGiRmsT829cr9+OfMzZD1Qx8fOcg/OuqPkJ9EgRBRAJF0/HdmoModyn4+6VnolWT5GgPKSoYhoFrPl+CdVmFAIBVh/Lx9R8uZLbtyJhssKpDBnKkuBL5FW4M7tratMDfWDhcaBbXsoqqcHrrZrXqly+4sYsbNeiQUk4ON1aIpozgZhgGN4fb16sOYOLJ1Duf/L4P9w8+ndkHL4KppPrUgmO1R8PGI0UY0Kml8NjI4Vb3kMOtkSEToinrLitz8R0HckUTTv0/Kd4sjFn1a5kbLuAjkxPMn28S3KzyslmElIrkcNv28nBkjrodl/Rsa9mvFTIXfqfESqJb1ZgiWmZRpV9sA4A/jV8DgO1wY+V1IyKHpeAmKNpatRs+9ne8NGsbvlyxH33fmmMKtya8k6lrv1yCP4xbjRu++h2vzdke7SHZRvvm7AdKl2Ku7szDrepoJnhd4IWwOj0qnv9lKzyqtxrvMzM2U1gSQRB1yl8nrsMTUzbi5Vnb0PrF6Siuckd7SFFh5aF8v9gGAN+sPsjN98nKI2x17Z6+NRtnjZ6NCz5cgOv/szQiFSPrI6x7YTIjJY4sPMFF1QwYDC96Q3a48XK4seY2MqG1mm4wxUu3quPlWduCtk3efITZh2hKoiq3Klc0gXK41TkkuDUyZIoQyBZNWLDnOLdtqAxmFVIa6KaIrMPt1N/i4+JMbc1FE8TzssVZCW6MicZZ7ZujS6smSBR0w7FQdYPjOzHjUsQvrqKulaOl3jAw1kW+Ia+G2c2R4kq8tWAnvll1wKJyUSQcbvw+ft+fF/R62pZsoT4bE+uzirAqoBrv2wt3R3E09sKbyDkVTapKac82tVuVP1rmNE2O30/fU6s+CcIKwzCwIasQm7PZYdVE42PChsyg111G/BKlkUSXEbPNi0wVLraIxrqHuFWdG4bqC5kDgMUZJ5C+70QtRlp/YS2Wy+SF5sETXHgON0Uz8P3aQ3h4wlpM25pT68+PJaoYTkuXojPnNjJGB15bmd9P1ImWV+GiKqUxDtlQGhlh87IF5nBjuMACkYmeipcqbiDWLrQtEK5wQ/DrlMS4oAuiuWgCP6Q01OYbnMMtfNEEX5vQfSxTTVTVWetQbGRuEjyHGw9W04a8GmYn1R4Vl3y8yJ/TauexUnx57xBTu0iElPJcj07Gat+WnGI8cvEZQv02FhrTA7jCFdxU4appbkW3LL4QCO+hjbVOM3r+Toy66RyhfglClss+WYQ1h70unrPaN0fG67dGeURENGEtgsnM2+oDv+8/gRd+2YrE+Di8f/u5uOLM05jtVgYsOPkoc3mQlppo2s57wHcpOpomm+ftR4qrgl5P3JiJYWc3vlQlrLl4JI43qxxurPn7pE2Z/kXFH9cfxmvnpWB4rUcRG7Ccli5FY+4HOcFNvvJoTduWORXms1ht+w1HVlElvly+H+2bJ+OfQ/sgmZGuifBCDrdGRjgRLahKaZgKhqHusgeGdBduG1pYIKhtwBhChbpw/YoWTQDMlUpDiyZYhZSGTh6sREJW6J7PSRgqEMrmcLPDZu9WdeHy0oZhMENKqXJpzfhle05QAvkpW9g2cys7uHBIKcfhxprMsfKvNHYa+hFeVOnGmCV7MXFjJjfBLm8VmIVb1ZgPaCx46Ql4E1iCsIMyp8cvtgHA/vwK5Fe4ojgiItrIzNGsKHN68PdJ63Hlp+mYvCkrIn1GAkXTcd/3q7A5pxjrsgpx+7crpEQGXl42Xh+ifS8/mC88hoYEq7hVJMIBeQKoounYe6LctH3GtmBX2/gDDadokUxIqcwcxKOxzwUZh5tbUFyt9Kh1XjTBrWi48KOF+HjpXrw0axuenr6p1n02ZMjh1siwCuUEZCuEBvfVzyKxemjCU+scbqfaOhwOJMbHcW/KMpVSQwW31BAlPtRVER+xkNLgsTscp8adFCL6yYaU2iFsyeRlqvaw3XANuYS4nSw/EDypLKx0wzAMUzJ+q0mq6MoV71hraKv1dsGq3KnrRoNI7qzpOi74aIE/YXPXVk2Y7ZyKKlWlVJRyl9dtfPd3K/wT/Zl/uwK92jU3tW3TtHEmLCfsJ6ek2rRt17FSXN27QxRGQ8QCMnM0K0bO24n/rjkIAFhxMB/nn94GZzKub3XNgfwKFFSeyklXUu3B/vxy9OvY0tT2qrNOM6Wf4DnneSKRaGhbqOOtscAS3OwMKeXNLfflBYtwRyobThQLq2iCphtMcT0SDjeZcE6PpqNVk6SgIgksKt0KZAKLrMagajqyiqtwWvMUNE8xu1V9TN+WHbQA9e3qg/iGUzSFiGGH25gxY3DnnXeiV69eaNGiBZKTk3H66afjoYcewu7d7Fw5R48exeOPP46ePXsiOTkZzZo1w6BBg/Dhhx/C7W6cSU1DcTgcSLT41QNFJtmQ0tBQykBCn0EtixvIFEIw9SteKTVU7Aq1FQeKgqH9hpq64mpYYCH0u8nkWlN1cSeaDG6VXZ2HRaVbIYdbBGE5OllCRURyuHEmbSS4hccwDIwPyeMDNJxQ6l+35wZVR2MJD4Avh5t4lVJR3KqOA/nlQavqd/53BfO4H9qrvXC/BCHDwYIK0za6tzVueAsHstEGn/6+L+h1rBTdKawyOzgDXWtuRfOnnejWqqll20B4cxZK3m6Nb/EpkEiEA/J+D5bbq6HDO2ZZQpyM4MZ3uMmFlIp8ZpVbZT6LccfGGUO1R8XQzxaj16jfcNbo37Att5jbx57jYilCCC8xK7i98847mD9/Plq3bo1rrrkGN910E1JSUjB+/HgMGjQI8+fPD2q/f/9+nHvuufj666/hcDhwyy234PLLL8eBAwfw4osv4tprr4WiUKU9AEiwMGDI5U8Lda2Ji2iiVUrDjUNGnDPnkQutJhp8cbQKKbUaR6jwaOo34O+hIaUy1UQVjV0Bp7Z4E9mKCm7syjgNRXioa1jVc1kTrsjkcOMIbowJVyMtEMbleEDYbyCx8DDu9Kh49bdt+OMPq7DmsFgIZyjbjpYItZOtUiqKR9Xxym/bTNtZxz09sBF2wVp0bIwPpMQpeNeb2oogvEWNuiaXMY6Kk3OQ/64+iJRnJqPJs1Nw8UcLmWFpvHlFbUNKT29tFvfqM2VOD8avP4xVh6xDZQsrzWaRcA6pI8WVGL/+MDLyzKGhgFcc5if0b3z3U97+ZLkLI5PDTWbxURNyxMk8twH87zx7Zy5Wn5w3nih34b1F/KJUrD5k9k9jI2ZDSmfNmoXBgwcjJSUlaPvYsWPxxBNP4NFHH0V2djbi470upZdffhmFhYV48skn8emnn/q35+fn47LLLsOqVavw008/4ZFHHqnz7xJrJMQB4JzvwWGU1iJTqAglGibq7TsybU0imsQYQscbKipYFU0w9x3Yb/DnhF5cE4JchPEhbeWKG9iBWxV3rVRwHG5UpbRmsB7wKlwK2jcPvg5aOtwEjwvejbGMuaJKrrdAeA7QWAilfvm3bfh8WQYAYPq2HBx7+w60bZbCbX+stBqfL89Ay9Qk/HNob6QmJZiulTzkHG5yYRRnd2gBIDhvDOthl6ptEXbBOs1JcGvc8O6FVW4VKbVIGL6BkaIgGvxn5X7Ttgq3AsMw8Pef1/u3rcsqRGGVWQxiJaAHah9SKnpPqg+4FA3nvjcPWUXeMNlv7r8Af7+sF7NtaDE3wHo+driwAoPfX4BSpwdxDgdW/OtaXHpGsAvcap4SqZDp+gRvDsPa9ywRjkckxHm3qgstKrpULSIOt1dDKg9P2XIEk/9yGbMt6zhyejQkpsaslyuqxOxeufTSS01iGwA8/vjjOPPMM3Hs2DFkZGT4t69YsQIAMGLECL/YBgDt27fHE088AQDYuHGjzaOuHyQKOtHCiUyhTi7LQgih4acSbjgZEU1KnAv3/SxyuFmNI1TICw0TDQrbDdOvFXbdGGVWSrbklFAOtwgSz5hUsh1uVhMmsZs5T3Bj2egpzDQY3sQmFhxuPrEN8P7GHy/Zy22r6wYu+yQd76fvwSu/bcOjk7wPVKKVR72Cm3jRhLPai+Uo8qga85pb5jTnMWmMK/JE3cC6RvLCj4jGgV2heLHiDDlYUGnaVuFSmd+PFXIdOFfYebQEW3K8IWn8kFLz+aQz7ikyYkKsM3lzll9sA4BnZ27htmUt7lkJMNO2ZqP05H1SNww8w+jbsuhWI5jrVXtUfLViP35YewiqpnMNAqxjfnNOMfP4ZMF1EUrs4wrG/J9FtUeTqlIq4+rjwXqMr5aI0mpsxKzDzQqfoJaUlOTflpwcPnFy69atbRtTfcIqpFRGDKqNw826Smnwa7l8bxaCm0QILGBdNMFqHOEKLFjlhpPBrgdNl8IuhMCiWXICO4dbA5oc1SWsmyBLcLOqMCQ6MeVNBlhjqMkkrMqt4s/j12D2rqO47Ix2mPLIZWjXnO+0qk/wzo9YDKXenMPPwbF0/wlkFp16wJq0KQs/PXSJcCUu2ZBS0QmhR9PBujpPZlTt5eVJIQjAW213X14Z+nZsgVZN5ApssEOY6XhrzPDumw1lUap/xxZYGlKJt9wlnpDd53B79bdteGeRN9/200N780NKGTcFVtuGJLhN35od9NpKrGXdX33PFNnFVfjDuFXYeawUj1x0Bj65c7DJoRRY3GnTkSJsySnGhd3bcj8vUlV4Y5nr/7MUq05WTF9+MN/C4cb+XWbvysVt53QN+zk8UasmBaTCUeVWhRdKAb7oKvPsxnKd+s5/VdPx645cJMXH4ZYBnU2F3xojMetw4zF+/HhkZGTgrLPOQs+ePf3br7vuOgDA22+/DT3goMvPz8dXX32FhIQEPPDAA3U+3ljEqhaCQ8LhFuoYsxKwZNxlcuGnwa8txTlph1tcwP/D5XALfF9w29CJWKQcbrUJ87uwexu8e+u5+Oq+Ibj+7I6mfmVcK6ymaoys1tY3WDdB301/+YE83PHtcjw1dSPyKsyJjWXhVlBijKEmk7AZ27Ixc3sOFE3H7/vz8M3qA9J9xCo8wS0WHG4yZBaZK785FQ3NU8TW4pyKJlyKXjcMYbHCo+r+VfpAJm7MYrYlIoui6fj3b9tw+SeL8NHiPdIJ4WOFA/nl6P/OHFz2SToGvDMXmYVm944VrAd/clQ2bnhzI5n8u7F8Pp3GWBQrc3qQV8HOWxqKU9HgVjS/2AZ4XdfHOHlPWddvhSEc1Ld7qxWsb8JzPbGON5+Q8376bqw5XIgKl4rPl2VgxcF87n5asOcYLvp4If4xeQPOfW8ed2yiERJhMg7VKbpu4OrPF8Px5EQ4npyI/64+yG27+3ipX2wDgB/XH+aK5TzBbdkB67x7Pvh58sTn06KCW6VHiYjDTQaWhuZzgN/zv5W4538rcdu3y/H45A21/qyGQMw73D788EPs3r0bVVVV2Lt3L3bv3o1OnTph0qRJiAsQRN59911s2rQJX3zxBebOnYtBgwahqqoKK1euRJs2bfDrr7/i7LPPtvwst9sdVM20vNybcFJRlAZTcEFRlJMhpeYzMz7OEfw9deuLQpwDwe0tHrx0XQtqayUzaVpwWyuxywGE9Mu/4sSFtA13w3AYur99uLZGQNvQ4YYmoU8I2M9xjppPImpj/W7TJAnPXXUWAGDR3mNBf6v2KFAEXSPVbnZbRdMbzDlTl7gYk/bSahdOlFbi2i+WRDRU1825rlV7zNuq3PLXwId/Whv0+rU5O/DSNX3kBhmCbwzRPrZcjH0EAE63B4oSW7dVXTe4+8vBuGbnl1UhLVksF1GVyyOVr1E0HM+lqCiqFBf9I3k8xMoxFk0+X74f7558YF51qABntGmKm/t3ivKo5Bk9bwdOlHsXJ46WOvH2gp0Ye9/5wu9nFZBxemo3H6Tjq37jdJsXAgCgvNot/JuyFh5apCRG7JiozTHGyltVUu3G5yFVVXlUOD2YszPHtH07pxBPtdtjGme1y7yPre5j9Q6G4Dph/SE8dGEP03aFcaxUn5yPfbUyeBHzqWnstEmKouDJqRuFREvWHJSFZgBuzrlQ1/y28yh+35/nf/33n9fj/vO6MHMqHso3F5LYzam2WcE4DgHzMyoP3rVC5tmNlUaDRYVLgVvi/HDx7mOMQ4T3XZ0MQbLC6cbBvFL8uiPXv+2b1Qfxwa3nIDVJbG5cn+6RMmOMrScDBgsXLsSSJUv8r7t27YoJEyZg8ODBQe06duyI5cuX4w9/+APS09Nx+PBhAF7H1l133YW+ffuG/ax3330Xo0aNMm1ftGgRmjRpUstvEjvwQkodhoF5806tfJR5rC/Ohfl5Qe13HecfeBvWr4fzwKnD7fhRvkNnx/ZtaJF3anXMVc2v3lRUVBg0ht0l/AtZdVVl8PcrsV6xy9i3B/OqvCslxYXWbfdnZGCeOxMAkH8i+LsVFJcGvVbcLv84sjPNSWdFyS/ih4qFo7Ag3z+G4vzg8e7NOIATlWKrH5u37cDRUnPbsoqKoH1NiHEoy3xerN20Fas3Rj4v3vaduzCvzJwgedMx83mclXNU+vdkLeJH6phIT0+PSD81JbuSfZ1ZvGQp2kUxYaybIX6FXiMD2X7U/FvPT1+K7YVik+5tu/YwHwh4sJJss8g+egwXthObnpSUldtyrYn2MRZNnk8PdoJ9MW8d4rLrXzj4T5uCv8f/1h3GLc3F3AkAsJVxfuzam4F5nsxaj60xH1/1mZ3FHNfLqjUo2St2zXIxrtP9WxgRv47V5BjLPmae6+7MOAi34GV+1569WKuYv18VR7xYtWYtKjKC91upxzyndLrdDWZOWVhg3scjf9uEdkXmfKvH881t9+4/iHkwi5rHi9lVSefNm4dDgu7eimrx6IkF6emWOcHrikeWmb/bZ1PmYkBr8/m4vUjciXo45xhze2ZWFubNOx72/ds4n5VzLPx7fRzijCGUgpJyrFy5Srjfw0eyMW+e+V7o8ZjnaLzzbv9h87GydMVq5DnN5+8Pv8xH9+ZyRWXqwz2y2kKfCCXmBbfFixcDAEpLS7Fz506MHj0aQ4cOxVtvvYVXX33V327Hjh246aabEB8fj1mzZuGKK65AVVUVpk+fjldeeQULFizA6tWrccYZZ3A/65VXXsGzzz7rf11eXo6uXbti2LBhSEtLs+9L1iGKoiBhwyzm3xIS4jF8+HD/61KnB1j+K7evzh07YvjwS/yvq7flALvWMttecvHFuPyMdv7X86o2A8cOMdsOOm8Qhp93Kj5+1N50HKlkr46d1q4dhg+/wv+6dVYhsGkps22LtDQMHz7M//rr3BXYXnyC2RYABg4YgOGXeI+XCflrgPxcbtu+Z5+N4Vf1BgBML1kPnDiVayipSVOg8lRy2WZNmvj38/b0PcDhXdx+rUhp2hwoZ6/MhKNjhw4YPvxSAMAvZRuw4kSW/29dTu+BirxyoJC/b3yc0bsPCrKKgLyjwWNLbRJ0LEWLcpeCx6ZswvRtOXjjxn54dVg/blvDMPDjhkxsySnBPed1Czpe64qfi9YBx4Pze/Q462xvCOlesRVmUXr1PnXMBnJ87SFg9+agbS3btMfw4Zcz+zEMAx8vzUB6xgnccHZH/GvoWXA4HHAsnmoS3Wp7TCiKgvT0dFx33XVITEysVV+1YcexUmDtItP2y68cip5tm9X9gE5yotwJLJ0dtK1bp1PneijZqw4Ce4KTKl946WUo3nMc2L8z7Od163kmtEP8svE1pXXb9hg86HRg97qwbZNSInutiZVjLKqkTw16ua0sLiau59KEfA9A7hqUu9p8fpze8wwMHz6A2b64yo0Pl+5DpVvFs1f1Ro825msBHV/1m8R9J4DNK0zbB5x3PoYLukDLnB5g6a9B2zp36ojhwy+OxBBrdYy9f2AJUBxcMbVpmw5onRAPHDfn0Aylx5m9vInejwQv5jE0NADAeecPwQ0haU2OllYDy+cEbUtMTKqf1yAGP5xYDRQEz5mbN2+O4cNvMLX9PGsZUBQsjHQ9vTuGDz/PdH1LSUkB3GaBbvjw4cxrIQvNEQ9ATF297Mqr0KZ59M0oFYzv1r3vuRg+qJtpe7OD+cCWZUL9Nm3ZGigsMG3v0f3k/g+DY89xYMtK0/YWrdsChXmMd5iJb9oCEDBXxCWl4OJLLgE2LAnbFgDad+yE4cMvMm1PWjMLUIJFN955N71kPXA0+JpwzuDzMXrBbgDBfUzPb4ql910tNLb6dI/0RUKKEPOCm4+WLVvi8ssvx7x583DxxRfjtddew7BhwzBkyBAoioJ77rkHx44dw6ZNm3Deeef53/PPf/4Tmqbhueeew2uvvYZJkyZxPyM5OZlZfCExMTHmf3QZeCsScQ4Efc8muvXKRVJCfFD7lCT+PkpKTAhqm5TAV7rNbS0KIcTHBbVNDSikEUpCSNvEeGu1PXAcyYnWp0piwL5ICmkbGisfOI6UMP1aUZsY/MAxpIb8bh7dEM4FoOoOgJHeXDcQE+fM0xM3YPo270rgqPm70fu0lvjD+d2Zbb9ZdQCPTd4EAPh69SHsGXEzzu7Qoq6GCoDtYnOpBuItCpLUFMPhYP5GmmH+Pd2azv09f9qQiX/P2QEA+P1APjq1bIoHL+iBhLg4Uw6LSB0T0b4mx8Wxrx1x8fG2jUvVdLhVHU2T+dcMw2F2ERgW56KTkT9HQxxUwfPfrRlMJ2NtUXUEpYywHgP/2KwN0T7GYgndMBrMvpD5Hjoj+YWqs/vQdB0dRpxazPzvmsNQPvuDKXds4Dgayj5tTBgO9nXJo0ucIwy7mMMRF/HjoSbHGOue4NEMpCSJOZl0OJBgMb9ntQ8do+Ewv1+rx9eg4io33pi7A4VVbrx0XV8kMHI3866xrIwNCucaZHWtEUUmX6/hsG++U1s+W74fD15oNtgkWzynhuLi5Ot0xImdq+zST0CVRKXrkmqxkNJqjwYHZ17KgncfYw2Z9109rIInOlDmNDvDVx0ulD5W6sM9UmZ89a5oQmJiIu677z4YhoHZs70r+evWrcP+/fvRs2dPv9gWyL333gsAWLZsWV0ONWbh6VfmwgbWN9jQm4ZVrjVzlVKZQgh2FVgQr8IqU0AidD+ExusHFU2QmJiEUpscboFjCM1z4FI04Uo1LpVd0TTS4Y81ZdKmrKDXfxy3mtv2mRnBrq7X5+6wY0iWsBJyRyK5KQt+QldGOIfFsTZnV/BKrW+fhys0Up+p66IJO46WoO3L09HsuSm47Zvl3LL0rGMlMAF1cZUbc3bm4lCB13HLSgrsUjThxPCiJetl8Wi6cFW6wKTbHlVDcZU7ppOS10caUoVAGZhVSjnXzdDroG4Y2HCkiNmWqL/w7pui+Sm9fcTu+cSaV7pVXThXp0fVcUkP8egAZtEExj6uz0UT/v7zeny5Yj8mbz6Cqz9fwtzH3VuznfFWRRNCicSMS+ZSb9fc1ApV0/Hf1Qfx0eI9KLUQozZls11hrMqaPEQLSPDgXStYeRJ5WFWwDcSpqFL3ad5vx9o/vCJ4rP1T7dFwU//OwuNoTNQbh1sgbdt6SxoXFHitnrm53lA/Xtinb3txcc1zXjUkeDncZMQrAIgPFdEkBDfLaqJSIpp4W1NV1XCColSVUr44F3pRSohYldKa3wwCx9skRHBzKppwlVFvlVLzRT67RDyuPVYIFZUW7wsfUhtpWJNPt6pFZCIVCrdKKeO3txJ3p2wJtpTP3+PNOZEQ7wBiP+dpjeDlIrNLaB747qkcGr/tzMWsnbm4Y6C5LD3r+Fmwx5svJK/cicEfzMfRUidSE+Ox4P+uQgVHcBOt/FkpOBmUxaOxhXx2W+9Y954owy1fL8OhwkoM79cJMx69gpk0mZDHYcsVKPZhVUvkVZi7/VtzmKFdgjQRPfhVSmUEN/NxZVgU/KpLmPd/VYPKOBdYKJpummuHa2/aFkNVSo+WVuPJqRvRr2MLjLhhQI3uKTO2ncq3VlLtwdzd5rxcfTp4n1PzK1z4cnkGmiUn4KkrezP3u1vVvOkjQuAdg3YtQEVDcHts8gb8b603HdH4DZnY/opcmLGMKMWrPCzaBe9awZp38RAV/dyqLjX/5M3xQp/rfX2zTDKs54Jqj4qejFQKgNcFbke0Tn2hXn7z5cuXA4A/H1uHDh0AABkZGaioqDC137jRW7mle/fudTPAGCeR53ALOdEcDoel0BQqWCVYnEih3Vi3DRHRJPq1EvLMDr7IOdwCx2xyuKmhDrdTfYXr14raCG6B+yI1ySy4CTvcFJ0bflpSXfOCEHUNyzEUDVcHawLjVnU4JFblROGJqqwxyDxM+IjnhN40BD5czM5bVlcPBf83hV2NzGNRXfjT3/fhaKl3ku5UNDwxZSNzpdWlasJl61kOuUjgUfnXFVZbAHh30W5/Yuh5u49hbojjiCBkYbl6RMVowDodBlE/4TvcxK+Foq6VSOP0qKgKc83mLfoN6tpa6DM8mi51H2S6siWcpXaiajq6jPgFv+7IxdsLd6PvW3Ms2/+w9hDavTwdQz6YjyPF3nsRqyItC4+qwzAMXP7JIry5YBdemrUNj/y0jnsNOswoglBQyZ5zb8mxx2wicy2MBIZh+MU2ANh5rBSrDplzrFkhsy9qK2DyRGqZhRie6MdC5hrEdbgxblmBwprTo8J98jUr/Lha0biLB7Hs7K0LYnI2sHLlSkyZMgWqGnzwKIqCL774AhMmTEBqairuu+8+AMDFF1+M9u3bo6qqCk8++STc7lMXnWPHjuGZZ54BANx999119yViGJ6Ixor/txKEQkUzK8eYKaTU0g0X/DotlR8jHSqiWU1wzWMII7jFiwtjgcMI7Td0FSByDreah5QG7ovUkDxyTo+4u8Sl8Ntuzy2t8fjqmmrGTa2pYAnrSML6TWvzO1vBWkUG2BNEmbwePmRWuesbO46VMrfb8VuxhNHjjNVtwHoCPHbVgaDXu4+XxWxIqaIZwoK3b6wTNgRXjnzuly2s5kQNsEHvrxewHvxlzvHapH0gYhOu4CbxW2/IMoca272+9+O6w2j14jS0fmkaxq40Vyf3wTq+XYrOLADCwhMBpw0vzJSXSsEu3lwQXNAss6iSK7bklFThLxPXobDSjU3Zxej+ujefY26pWLSHR9Ox4UgR9uefMo1M2XKEvwgr+iUAaVFKlLoWQVnX070n5ArHPTNDfF7Au36LHoW8MGwZh5uMsUJmAZR3H2M73LxtxyzZi+bPT0Xbl6djxtZs5v4psqhEz7t2NhZiMqT00KFDeOSRR9C2bVsMHjwYbdq0QWFhIXbu3Injx48jJSUF48aNQ9eu3pCalJQUfPPNN7jnnnswfvx4LFmyBOeffz6cTifWrl2LiooKDBo0CC+//HKUv1lswAspZZ1oSQlxXJU/VDSzdK1JuMtC2zazED5MrjWLMYR+v7A56oIcbuIhpWFDVePF+7WiVg43B38Mqi6er4MXUgrIPaRlF1fhvfTdSEmIx6vX90ebZubiJXbiZORfOaNd3VebFM1nEglCV5vKnN58GDIhpVYT4IYsuBVyVpKdioZqj4qsoiqc3rqpZYEDUVjX3zPbNWe25U2ADcNghgUyBTcJh5vMxFEGVRd3SeiGwTwOG6tIZAeNNqS0lk6bmixUELEN737slHCXdGttruxopzta1XT8c8Ym/5zxiSkb8ecLejLvT7yQUtEFEEXThVOS+NqLbAO8883UOlwIHT3fXKlb1Q3mvP3dRbtN2zyqJpH7TkN+hcu0nTXX8Ggad8GUhV3Fv0Tde5GinLHAlxgfh34dW2D3cTHhTS6klO9wW3u4AKVOD4ad3ZEbJskTnu2a08vlkeSElDK+i0vVUO5U8MKvW6EbBirdKp6atgltGc9pnyzdh7dvGcjsu7HmgvURk4LblVdeiX//+99Yvnw5duzYgcLCQiQlJaF79+64++678fTTT+PMM88Mes/tt9+ODRs24KOPPsKKFSswb948JCUloVevXrj33nvxr3/9C6mpqVH6RrEFL6SUlSxRJieaTMECmXxvVq61UJFPRsgL53ALLoQQxuFmUTTBqt/aFE2ozcUrziJcVtF0uaIJnLYfLdmLP/ywGj3aNsWkhy/F6ZyksIZh4NovluDAyUTuO46VYvFT1wh9fqRgOdwieXNQNB35FS60b55ieYyyJrt22fYDb7gv/LIFHy3Zi5TEeKQwjknexMMq1JQl4NdH1hwuwKVjFgEAtr58I87twg+tySqqwoM/rkFuaTV6tm2G35++Ft1aN63V57PCBAZ0aslsyztWFE1nClAsh5pL0YXFfJnkvzIoEkUTfO1D8R1/BRUu7DhWigGdWqJ985SIjbGhQuLlKdg53NjnBuuhz7dQsSWnGM/O2AzdMPDeLedEfqBEnREJhxtrMUrRvCGF7V6e4XeJrH/+elzQvW3NBhpAQaXbVDlw1o4c/HFIDyzccwwv/LoVKYnx+M+9Q7ghpaKCYInTIzx/BHghpez3u+pYcGPhVjXmHI4l+OSUVAsLYx5NRwtGNE9BpVmEc6s6lh/IF+oXsE/gqWuHG2uBLzE+Dqe3biosuMnAm99+tfIAvlrpjRi44sz2WPr0NUyhSjTvYaRgPcfw4M0VWfd6l6JjccbxoDnZ8XInM59hlUet86Ji9YWYFNx69OiBt99+W/p95513HiZOnGjDiBoWPEGINQmwcoyZxa7IVCkN7UVG9LMS58wON5kcbhIOt3ChqgF/r01IaW2ItyjyoGiG8IXRrfJt/r6qbcfLnXh88kbMe+IqZrtN2cV+sQ0AlmScgNOj2j6xWp9ViKUZJ3D3ed2Y3zdS98pDBRU4c9Rv/tfH37kTHdLY4j/LWeTRdFsmTL5V6C+XZ+CjJXsBeB8QWW42nsONJbg0OZkTsCHkRlU03S+2AcB5782H9vkfue0f/mmt//+HCyvx3ZqDGH0ze7VPFNYkk6fp8ybAvBAUfkipoMPNZZfDje1a48H63vFxDhwsqMClYxYhv8KFts2SsfSpazCgc6tIDrXBYVcIe32E9eBvJWqH4lK8IsqlYxb5r6GXfroE066pnQhPRA+ea0UmfxJrvuHRdHy8ZG9QSNaFHy2E8eUD8oM09W0+p6duzcbd53XDH8etRvHJao9/+WktU1C2Sh0SyqwdubjjHHNBH/7YZBxu0Q9J86g6wAjAuLl/Z6w4GCyClTo9YZ8HAvtltWUdb25VwwecPLIs7MoZaHcON8eTp57nf/vHlejc0uwMNSD+vCKLSL8rDuZja04Jzj+9jelvou7GSBEJhxvrO7tUjdm+gjP/5wmNbV6ajg5pKUhOiMejl5yBETcMEB5vQ6ABPBIRsvCrlJq3WQlNoaGTkaomanK4WQluIW1Z7hz+GMSrlMrkcAtb3VVCyLOLeAtHnqLpwiszLsECC77KlSxYK3gyNw4emsV3GLNkLy76aCH+PXs7zho9m5lINVIPnv3fmRv0+g5GNTsfPIdbbYpr8FBO3lifmrYpbFuesMr6nXxjZTnc7KqWZRdrDptzn+w8Viqc3y80B0xNKDn5MBQIr4gGbwLsUjTme1hVRr0hpYI53Gx0uMm4JFiTwSqPigkbMv1hOoWVbryXLv6Q0lhhreo35PBwK1ihcbz7Akucc6kackqqTQsWkw95kFlUidfnbMf/1hys89xURM3hPajKiA+sn9ut6njh1601HZYlrJQZ/Tq0wNrMQr/YBgC7jpcxncVuVc5xLHvtLql2408/rsa5787DJ0v3cs8xz8l5yNiV+/HU1I3YdMScCy+SsKJ+fPfGjLxyXPXZYvR9azYmbcxEM0Z4blGVR3ixVMYt5lF1bloJFuEKZdQUOwXQ8esPB72+9ZvlKHea5xsyOaftYl1WIXN7XTvcZAos8I43Zt5SRQuqtOuDdVwN7NzK8vc4Ue7CkeIqZnhwQ4cEt0YIL6SU9VBvFfIo4xiTKpog41qTaBsqboUvmiARUiqTwy1CIaW1wUogVHXxFSOZtvyxmPdXTapihmI1AQ5NqP7Aj2tMbSK1Khj6sMW7OQOcBMKabksBB9kkxKxJcJnLLAb5rgusIiz1LWnqsTJzcQKPpuPRS86oszEUM5LQ8hyHlg43xmWJWaVUwuFmV5VSb0ipXPtQjpY6sSBE6J+0KauWI2v4sET0cGkSGioyOdxYbXn3sRlZCi4asxhvLtiFRyetx8h5O2o3UKLO4ApuEvc21pxp2YE8ZttILFKxwl3bN08RLm4g43AD+BXQWXhUHe+n78FPG7Ow/WgJnp25BWsz2XOktZkF+HjpXjwxZSO+XLEfl4xZhKOCRQlqQvvmZiub7974zIzNWHYgD3tPlOPPE9Yit8Q8jqIqt7jgpornLXWrOu4ffLpQW8A+h5ud87mHJqw1bWOJNE7Ooj8rPNcufHP6E+VOPDl1I56auhF55U6p4iGRgCWs8/Bdr7blFmPw+/PR841ZmLgxk+3UVjUs3W++PrHub05FE/reyVF69o0mJLg1QniaFEsws3a4SeRPk8rhFvzayuEW2o/D4UAy5wuaxyvjcGtgIaUW7j1Foqy7KtmWBUtwi8QEgbf6JjoZtEtMsII1Zm/VL3tCSmUmTKyb69FSsyDly1nC+l3rW1nwPEYSY0XTmd/NLlgON96DPC+JsUvVmCGlLoUdPiS6cm3XynKkQko32OyAaIiwQuPscNjWBxRmOJf3WDMMAxuyCrE/r9zbluOG4811As/rSDhhibqBdw+Tcbjx3PdDGGFpkRA1WOe0TEEPq1y9LGRzuL0f4jx+h1GAAPDer14McAEqmo43GYUN7MT3OwdGbWi6ge/XHTK1LapyC4suMvNuj+QcxDbBrY4FpcyiStM2J0cMrstCPxM3ZgEAbhq7DP9ZsR9frtiPW75ZLiU8RwKZIla+68pT0zZhS04xMosq8ZeJ61BUZZ5vulUdfTukCfcrJrg1vjlF4/vGBHcCyBbcxMUuK1FKrsCCeFtWqAsrkSMgV1U1tG+ZkFKZognRepCxcriJXjABOYebb3VK1w1M3XIE49cfhlvRmGKSTD4UHrwVZ9HJB8vdZDesXCseid9DBkU3pCpdsVxVrN/JNyFlC271zeFmXrV2Szx8pHKuRTKwVnVlHW6l1R5mSCnreJOpUmoXsiGlLIEw2mEm9ZWjjGO+nkWCW+JSNHhUDXtPlDGLhgTCdLidPDfu/m4lLvxoIc5+aw6+WXWAI7jJHcdE7BMJhxvv0sR6CI2E25/lWnV6NOw+Xir0fsOQCx+UyV0lI1SyIli25JYIv18WduivxhRSWPdpKYebRKEgt0TVWCAyKVpY2Dmf69zSnOf47YXmhQkn5xmCt0gtE4orSs+2zXCkuDIoNc3GI0XILKqK+GdZUeY0i2U8fOfdqkMFQdvYIeUaLhQs3uIVjsMfF+RwIxoFiRw9iBlSKlOl1ELAMoeUSuRwswwpNf+NdyLLVDT19l3DkNIwgltwSGnkTsEWqYlIf/Jq3DmwK567+mzLtkGiX2gON13CtaaLP1D4yps/NnkD7vt+FR6asBY3f72MaYOOxIocbyInk8/icGFF+EYRhB1Sak+OCkXS4cZaEWdtc6veROGs0yAagtvcXUdxw3+W4vNl+6RzJfEcYKL9tGnKyK4sCWsfBz6EbckpxsUfLcTAd+di9s6jzD4W7j3OXO9lFT2QcbjZhaoZUg8UduWoaYzsO+nYCqSuq9HZyaHCClz40UL0fWsOzhr9m6XowBPRtuYUY+Z2b04b3TDw2OQNzMULl6IJiw/1Lb9lY4V3D5O5t/Hu56xrtO9ar+sGCipcNbqHsnI7ORUNby9kO8lYiF5jE+PjpETmHImQUFbUgZ3R7rzznzUO1k9a4VJtCSmVaQvYd3+0cz53Wc/2pm0Fleb0Gk6FXRXTreq4eezvcDw5EY4nJyKz0OuOG96vU8THelWv05hzqRIJASwSyETleE5WRRbBreqYu5s9twxF0QxyuHEQSgyUnZ0dsQ/s1q1bxPoiagY/pJRRpVTK4SYhuFlWNA1+LSP6AUAKN6RUfAyAZJXSQHFOpmhCmNnCpT3bYTUjcTuzX4cD1/bpiGv7dAQAfLpsH/emHJxzrjYhpeIOtwkbM/HGjQPw3zUH/dsWZ5xghlFEYkWONxlg5TPhsT6rCD3bRn5FjIVhGEyhw63YF1Iqs7rMWmlnCVKA1/kYCw63NYcLcPPXywB4RaeJG7Ow/oUbhN/Py+Ek+kARWFRgScYJbMkpxv2DT0fXVtZVCgsqXHCpGrq2asp0swU+QF3xSbpfoN5xtJTZ38RNmcwcbixcqh51gUVG9AfYueh4qJoe9hrdmOnIqKBsdzW6umTqlmxsO+mKOVHuwoeL92Lcny72/33jyTDkIae3YT44eDQdC/ceN21nhRrKuGFXHMzHlb1OE2pLRA/ew6Scw83cR0piPNOF7PRoyK9w4bRXZvi3HR55G3q0bSb8eaz5VJVH9ReUEUE0Ibui6VKhdDO2iT9fsu6FdoYO8qrGL9pnPv9592nR6ASZeYVsEQv7crjZt0ggWqiHVzRB0XTM3X0q7LfnyFkwvnzAFre2AXZER13fN2XCxBWJ+f/23BLsPWFeiGMhahBojA43IcGte/fu3KpoMjgcDqgqrURHG57IwzqhrAU3ccdYqJMrYiGljONS2OEW0ZBS8bZBOdzCXHRu6NsRH985CBuPFOG05im49/tVQuMFvEKlU2dfgK2+m4y7RNXF2+ZzVme3MUICIuJw40z6pB7O67DKkNVE3o7y4opmSE2YWBNKbmijqjOdMjIhrJEgtALrhiNFcCkaN+w8FHZImbgYVOFSYRgGXpq1FR8u3gsAePHXrch/9y60a57CfM+kjZn4y8R1cKs6nh7aG20ZLjnfRKncqQidK388vzvGrjwgNGaXwi4BX5coEuE1gNzKrlPR0JwENy4sYZ0VelxfeT892NXz4/rDfsHt+Zlb8PFS73n6zFV9uHnZWPcFXtEE0WvFczO3YNNLNwq1JaIHb04gl8ONLc7yHG63frMsaNtny/bh07vPF/48VuoHWdeTTGirzIO/DCwBzM48nazf1K1qeGmWWDVZp8S91COx0O1W5aIe7BPc2L+zqul4d9FurD5cgNvP6YJ/XNZLWkMQbS5zjdV1QyjcUZZqj8oUCOv6vsmbj7PwqLrweTphYyb+fEEPjN+QGbYtOdz4CJe+a9++Pfr06VPjD9q3bx/y8/Nr/H4icvCOc1YOAsuCBfHiwpg5f5pElVKJMQASOdwkCiHYlcMtXNGEhLg4XNi9LS7s3hZ7T5QJ9wt4RU7eJCk+6LuFhJRKhUaITxLO7tCCeSGuYAhgkcjhxvserCT0PCIREigKb8JuXw632hdN4N2weavhdV00ITCnho835+/EBd3b4PZvVwAAMkfdhu5t2G4BnsNFeIJnGKj2aH6xzcdny/bhrVvOZb7niakb/U7Hz5dl4M8X9DC18f39B0aiZhbtmqUI5ySMBcHNMOTyAEkLbimJUDUdFW4FrZrU3TleH2A9nEU7xLimpKUkmuY1vO9S5vT4xTYA+OT3fbjsjHamdh6VvQDCuiZUc9wXLFgFWoi6o6TajXv/twqLM07guj4dMPUvl6NlkyRTO969WGrexFhMMAy2+96pqNh1PHju99myDCnBjXXvrlZUtEhNRJlTbAFSRnCTqZYo4zhinbsyCzMy6DpbOHCr4vMmp6IJzzd5+bOYbSXmIICdIaXsMXy35iBen+utvLxw73H0ap+Ga3p3kOpbVJ6r9qjCzsD8Spct6Vl458aCPWYnpJ3InKOqbgi3T02MR6cWZuc7C1GHKzncLLjxxhvx/fff1/iDHnnkEYwfP77G7yciR4LEQoOMu8wq7LJlavDEJWI53JgON3b70O8il8NNpkqpeKhqOJU/voZtAWsxLy4orDUkpFTXhW36MkUTypwervU7lEhMEPgON/G+6/JBk5eo3q4qpdI53CQcbix3m+8z65KkhDiTkBlaAa3HG7Ogf/FH5gpsbR1uAFtQfnvhbqbgpuuG6QHo1x255jGcHNfu49YivA+ZIgguNfqCGyA35kMSuRadiopdx0px09jfkV1SjdvO6YIpj1yG5AgUuGgIsK692klnACtnaiyTmhjPXEhkkV1sTnCdxUh67VQ05FeKiWNeJ4rYudSKIe4Qdce4dYexOOMEACB93wmM33AYTw81mwx4D5NSIaWc+wcr6XlkiiawHW6PXHQGPv19n2AfEoJbBMbMwi7nHAve7+lWxXOcOhUNP64/LPh54uK8dA432xxu7P3w+JSNQa9v+2Y5KsfcJ9W3aBVWp0SezMJKN75ZfTB8Q0mqPew8cnWNjMMNEH8WOrdLK2FRU7TgVWN0uNXZN6aEsLFDuLxhQW0t3WXiAlbow4yVOBf6F7uqlEYyTNQqJ5ppHAF/T02yfsgLFues25oFUDGh0pzDTVxEU3VD+EJc5lSYwhHL2SWTZ40HzzEmMxn02DTB4+UGY45BE59QyKBqhtRDAmu/8fYlb7x1LeT07dBCqF0xoxQ6wP+dZFbVyxkOgvO7tWa2ZU2MWYKBT4wSfQCRCXfyOtyif7+WEbt9q+kiOD0aPly8B9kl3mTds3bkSuURaujwBKpYOCZkkYliymIIbrxrnqj4IFNt9/qzOwq1iyaKpqOo0i1dfKY+8OzMLUGv/zl9M7MdN/WDTEgp55hgnXtWbrFR83b4k8IvZuQV88HO4aZJVdEWzeHm/Tx7BJ66rJ7N+yy3Kp77yunRsPygWGSXrIgmIz6W2pS8XzRFSE0EP9EQVKcinifTruOn2sNOM1DXyArSootRFS5xQVE0BU5jdLgJCW5bt27FqFGjavVBb775JrZs2RK+IWE7PGH5nVsGmrZZuctCBSyHw8EUwFqkJjLeK+a+AuSLJnBzuIX0Ezb0U0JEkwopDeg3JZyIFifTNniMVr9dnEVYq8xDgioRUlrmUnCE8VATKYdbbkk1rvhkEVq+MBX/nL6Ju9ojE+5QW4cb78GE9f24IaUx4nBjF01g70ve8SMruB0qqMB3aw5ij6CTKxSWQ4UFbyLGDClVxc8PgD3Z5SUElqloBkDY5i8jrNZHhxvrPOUtODgVDTO25QRte3eReLW+hg4vxCzWCydsyCr0iw+rD3kfcmV0oc+XZZi2FVWZq+IB4k4CmcWrWCezsBID352Lti9PxzVfLEGF4MNaQyMSIaW8BRvWucdb1MqvcGHkvJ3+19d9uZRrbKhmiGVVHlVqXiEzb4rEgikL1nW+bTN7UgJYzcdE700yIqVM0QRv3+L7+ES5PeHqdi7CiK6VyORwk3WAiRI7Dje5e7ToNVymkB453PgIfeOBAweia9eutfqgrl27YuBAs6BD1D2JnF+dJVRZueFYD42shxyWuCZVpdRS9DP/jXciSzvcJKqJBlUpDRN2E/jdwyVvDy6wELmQ0ngL956mG8KTR5kqpaXVHvy43px0kyUG1GSF9KMle7DyUAHKnAo+X5aBxRnsFV/ZSVBNKKx0Ib/CxZ2Ysazc3JDSGMnhxhofb0WN911kJmgZeeUY+O48/G3Segx4Z67/IVqGi3u0FWrH+x68pOkykyuWu2B9VhGOlVbjqs8Wo9UL0/Dk1I1QpZIme8fFc+aFIudwi36VUqD2Yjfv2HYqmmnFvb7mKLMD3rkQy4UT3IqGCz9a6H992SfpUg9Biqb7wwlFEL0/qbr4tduuMLxI8fnyDH9hrWUH8jB9a+N0hfKuKzLXTN5xyToGePfSF34xGxh4TiKWWFbtUaWc81I53Gw6lln3MbuEDt49wa1qwr+1zH5QNF3KOXqooFK47fFysfytsti5CCO6J6QEN5vG61Q0W+bossgKiqIONxnBzTDEFkvJ4UY0ChI5Vl2WACVTpRRgizwsx1fEqpQy+uYJTaHjCFewwEqUCiU4pFTc4eZwOCxFN5k8cqH7wnofB7Yz9yseUirncGNXdzO/vyYW9M9CHApvL2S7VmRykbglb2CKpsPx5ES0e3kGTntlBt5asIvZjlUplRtSqoolIQ1H55bBbihVExdWAfbqGe8Gz9su83kfL9nrPw50w8Dzv4hVBgukdVOxvEi8yTUvpFRmks/7XZ+evgnLDuSh1OnBf1bsx5KME8KTNt0w4FY0/HeNWD4SqRxuMVA0AbAv/CPWhY1owxUUYliU/NcMc/jf1C1HhB08MpWrAfFjSOZBxa4wvEgRmuvrmZnskEu7qXKr+HzZPny1Yr9tjhUruDncalmllAfv3jR39zHTNp6jm+U4q5JINu/tQ6IwjU3HMuteapfgxltgcKu6cKEHufQlcg63RRYhxKy+7UCm6rzsNVY0bYd3YUVsHHbNKfbllUdkjl5bZENKhR1uuqT7UuAZixxuRKOA53BjOahkQkoBjsONIehIFU2wKaS0abJ1zZDAIYYPKeUXIQg3DqtQ0cB9HG4MoTncRPdbODHRCpkcbqXV7KIJrJugjCgmi8wkSNb50v/tOUGvQxP0+/A53DRdx+RNWRi37hAqXOxJam0dbodH3oaKj+/FF/cMCdquaHJOJpYzkBu2GwHBLVRMWpdVKPxeH6JzBBmBUKaamLc9u+/QsMa3Fu6SCvFZsl/ckSObqy8WwiNkzr2BnVsJt2U9DB4qFHcLNHSsqiXHKl+vOmDatuZwofBxzLv28hAVH2RCSu2859lBtATYm79ehn9O34z/m7oR9/+wqs4/nxtSKnHtlrm88kSCG/uac/7N32MW4QB+0QQZkSAWiiaw9oVdubOsHG5De50m1IdT0UwLnTxU3bAlV6+d8OZz7RhhvrzwfB6i102nogk71+wU6GPB4SZ73lUJntMeVc59KTKOxuhwE65SGkjPnj2F2iUlJaFNmzY499xz8cc//hGXXnppTT6OiDA8wU3W4cYOKTVvY1UStXJrhTaPVJVSeYfbqb9bFXkAQpxoEg43wFtJrZTj+K6Nw81yv8UFfrdaCG6aAdG3u1QNF/doi29DqgSxtAu7qioBck4C2YfM/fli1RL/u+Ygzj+9Df42aT1+WOetYpWWYs51CHgnHrUJeWuSFI9myYmmsGhvSKlEkl5WDjfJwhR17ZwSnYzzJmLMHG6SDjfR325TdrHUhLu0WjwRsszxw6qqGg1kxhzu2hhIGWNVV0ZAbejwhINYdrix6NuxhfBDUIVbwbA+HYVdI6L5rGQcbrIOkGjDu1/ZSVZRJZYdyPO/nrUjF8VVbrRuak8eLxYRKZogIRLx5iDNks37n1fpll00QZUSCWQe5u0Sj1nnnV1CB+/3dKs6+nZICzoOeTg9Gq7ufRombswS+kyZdCexAG++0r55CgoqgwW2KrfcMSEsuHk05FeIVo227x62JafYtr5FkRUURZ+FFE3cWAGIOe0ao8OtRoJbVlaWVPu1a9fi66+/xuOPP44vv/yyJh9JRBDecc4SoCLhLmM5s0QraALWjjGWuMUTmkJddeFyrQUXQhB3l8nkcAOsK5UG7mNfUQrejajmIaW1cbjpcDjE3u9RdazNNLuUWBdnO8Nr5Bxu9kwcv119EJ/dfb5fbAOs8ynUZiLmOy5Cz0PpkFLGZIV3g+f9fpGaHH+2LAMvzNoOAFj//PW4oHtbXP/lUv8D88y/XYE7BnYVFrBkcrjJVhMTFW1v6tfJtqTJMhOxwkq5lWi7kAqDlWhLbjZrZB1uLkXDm/N3Yl9eOf526Zm4oW8nO4cnTEpCnITYpeKiHm2FBTfRBSFVIhRH1G0QK4TLP2sHuaXVpm0FlV7BbX9eOf4xeQPyK1x4/cb+uG9wd1vGwA0plSqaIP55PJGAtS94xaZY84dqjyYlQGTklQu3tcvhxjrv7Mvhxs+pK+O+kiiULJVjLCUxPioh1YHw5o+83LcyiC6CySzOuxQN7Zolm8TASPD5cnPRnVhHXHCTm/OKhZQ2PodbjZ60dV3H008/jVatWuH111/Hzp07UVZWhrKyMuzcuROvv/46Wrdujaeeego5OTn4+eef0aVLF4wdOxY//fRTpL8DIQmvAABLqJLN4caahLHcB1YusFDhyCqUku1w44WUhvYr7hgLJ0rJONFC/25Vmt0sElrstxqGlIZz+lmh6uIhMx5NN7nbAE64Q4wIbna5Orq2aiJV5a02K8a+3zr0GJYNKWVN7nj7MhI53HiUeQy/2AYAF360ENnFVUEPy3f+d4XU50mFlEpWExM9hlIT46VCfGTOkVjPD8VCNgyWqBkL9xzDue/OwyUfL8TWnGLuOcN7YHp97na8s2g3Zm7PwS1fL8PBgvAuX141xUjiTWRtT24fUSezTEipnfc8O6iL3zAU1j2zoNLrbnly2kYsO5CHPSfK8NCEtSiKwEM1K/w8Mg632qckyGO4ego5YXu8+UOxZJifKHY5tVjFpuzL4ca5DkokyHcqctUrZQS0lql17zANhbuPJBZn/e9RtKDzW2axRBSXqkmJ3TJccHobezq2ETtykYr22xgdbjX6xl988QW++eYbLF++HCNHjkS/fv3QvHlzNG/eHP369cPIkSOxbNkyfPvtt5g+fTruu+8+zJkzB3Fxcfjf//4X6e9ASMI7ziMRUso6iZhVSi1cYCbBTbJSKj+kVNbhVrNwzrC51kI+t0kS32hq3hfi+80qpDROoiCEFZqM4KbquG/Q6abtrJtzrISU2mVBv/2crnVW9csXGh0aFq1oclVKWWOQzeEWCYfbpIPmhwRWcQpFIvcdb2WZ9X6XosnlcBOt+KsbUvuH52ZgwUqaHevIFnoQhZfQe+XBfFw6ZiHavvILthbVL/GjpnhUDff/sBrbj5ZgbWYhHp203rJ4C4vPA4rVqLqBdzl5KwEgv8KFoZ+mI+WZyXhg3GpbE01XezSJHI66VJifKN4HFbF+Yzlkl/UdopGyqJgRRu9z5KbvO5XT0q3qwgVlrGDdx3girm4Y3N/arWiYvTMX60/mIZVZsHGrOjN8t8xp3he8NAO8OU+lTfMsuxZA6nJhhZ/DTXxeIdMWiI1KsDLIFNixmkuvPpSP01//FWnPT8UTUzYAED9HZOZisnM3GTq1EMvVF0uIHkOyi8wigrvV82lDpUbf+Ouvv8bVV1+N/v37c9v0798fV199Nb755hsAwIABA3D++edj+/bt3PcQdUMTjrMrEiGlrAIALCeZVU40OcHNPD6ewy30M2VEtGg53EI/V8YZaBWKG/zdZEzvwciEzHg0HQM6tRRqGytFE6zCqD5I341Xf9uG42XyJdc9qoZSxoSZR20cSv6Q0pDjwZvDrXYON14oH+/3q+0DtmEYSGYcr6yw7G25JeIOFwmHW7XkqrXoar9H1aUSQMuI0qI5p2IJVlVcHpF4ULni03SsOVyIcpeCUVtcWH24gNuHR9Xw1NSN6P76r3ho/BrbqvLZzbID+UHXoS05xVzHgKibYXM2P5fNszM3Y/nBfHhUHZM2ZeHH9Ye5bWVoy0jSLZMTzW2T80FG9OdVRYwFWA/QBupecWONg3dvFM3rZAVbcON/b1ZOVMMwMPSzxbj1m+W46KOFGLNkr2QOUA1NGYuyrPsx737Ou+bJLNrIYJcYVJdObd6Cj1sVd84CcmOWcQZGO5wUYB/vAHvfWS2gvTFvp9+xOXblAWzPLZFK0i+KnQWhrFLCxCq2hZQKHJtJ8RRSKkRmZiaaNWsWtl2zZs2QmZnpf929e3dUV5vzDhB1S9NEtsDCCgeVybXG64NdNMGq31CRSU7044mEJodbGKFJxgUWL9NWRnCTyMsWDYebYYiH7Xk0TTyfjeREUCa8JRI53B75aS1emrUN7yzajU6vzpQOzXCrOmaGVKm0IhKCW+jvLJ3DLQIOt3CV3LbmFOP7tYdwpJidZ0vTDXRvbj5emzMqDo9Zule4KIRMDrdqj9ykTfRYXpNZIFU0QcZ9KVpVMZbghVKxsMMZEBi2HMq0rdn4csV+HCmuwvgNmfjk933Cnx8t8itceGXWVoycu8MfusNy5PAWAkQdWNuPlnD/Fpo8/P+mbhTqMxys63SFTKiRTQ9iMikXZArY1DUssTUadUZY4+C5k2WcLLyFINb9zWrRiHWObMkpDqqw/dwvW6SLJrDEzewS87MU757Amz/YFUlg1wIP79ptR3izVdEEmfu0TG5Gmf1mZwEAUXjzOdbYrMa7JCO44vpXK/dLOapEsdPhVuasf4JbNENKa2P0qK/UqGhC27ZtsXz5clRVVaFp06bMNpWVlVi2bBnatWvn31ZSUoJWrVrVbKREROnZpikOF1UFbWOFYso40fh9mLdZiUyh3Vo5xlh/4yXzDW3LEgKD/i7jWouXaFsbh5sNOdzCFWMIh0xIqajDSVYgkBGOIhFSOnnzkaDXbV6aDuPLB3B666Y4UlzFfE8gHk2XekivTUjgKcHNHFIqE8bEDCnliCK8lVqrieqv23Nwx8nca7wKeB5NZyYhZuVUapGSyEwszYKfw8083mqPnMNt57FSoXYnyl1Sk0yZ49hOx6hdyDxQSIWUCrbdZOHUCj3/X529Hf++nu/4jzaGYeC6L5dgx9FSAMC6rEIs+L+rmQtfvJV6tuhifbzmV7iw+3gpBnZuxaygGKmHRtZ1TCZHpluyEIooMg8qMgJzXcP6naIhuLHu87xzX2Z4vGuCvMPNPL5QMQHg51pj4VZ14X3Nc6FyHW42CW52LfDw7nm6YYSdz8tiVTRBxuEm47SVKf4TC3BDSiWKJrBCowF7cvPZ6XCrj4Kb6LxQJhcpICYcU0ipIPfeey/y8/Nxww03YONG8wrlxo0bMXz4cBQWFuLee+8F4J2Y7dy5E2eddVbtRkxEhDiGcMOatCZZVBIRDSllCUpWFa5qk7fMqu9Qp1y4XGs1dbiF6zf0+1jlcDMLbjIONytRU9w5BwD/HtYPl/Zsh3vO62bZzgqZhxrZBzGp5P8SkxrfQ1C5U0GL56ci/qlJOGoh4ohOxDyajjsHdhUeh5W40vu0NMv3+o7N0GNH1eUcbqwJk7TDjfN5pdUev9gG8B/63aoO1rx62tZs07Z+HVtKVCnl5XBj5xeUWSWduV3cySgTciuTLNiuJNZ2YleF4EiE4ohWs4wVth8t8YttALBw73FUuVWmy7vCJR5SynKz+e73e0+Uod/bc3D150vQ7+05OCBYaEAWwzCY9wsZh1tuabUtzgdFIvdNTDvcGPvXLqeIFTLVD2WGx7u/ygpurHOkTVNzuHPguRgOt4QrhzcP4j1Y27UQY9ehwRMI7RBR+CH04kUTAPkqmvUJ5nWBM6/kzbtXHMw392EYtlxfnHY63FziKWJiBfEcbnL7LdwzlsPBTgfV0KmRw23UqFFYuXIlVq9ejYsuughdunRB165d4XA4kJ2djdzcXBiGgfPPPx8jR44EAOzYsQNpaWm4//77Izl+ooZkFZldON1am92KvIqmgLjYxdomkxvOKvST6XDjFk2oeQ638G1PfaZMv0DkcriZRTQ5N5zVzf6V6/vh7VvPRU5JFVPcEEVU7JKdeMg4tWRyQ7lVHUdLq9FlxC/+bYH/D0VU4PGoOi7q3RbjBHMYWU2MW3DcYID3xhbHCSkF5ELxWL8db1/yVrh4E9WvVx0QGgPP4cbCrWq2VCktcyponiJ+65QRj2UeumUEhYbucJMhEvmFQq+1sU4OI/yszOmRc7gxzn9W1WnfPOK9Rbv9Ce1PlLvw6hxziO6Z7ZpbD1wA3jVFxlny08ZMXNO7Q63HEoqUw83GAhJWrM8qxJile9ExLRWjbjoHLVLNTkRWfrloyIM8hxvLaSkTZsgTRVgLFVb3FNZ+Yv38rLkzv09deF8zc+0ZhoWDr34txPDuYxUuFW2aRTYnlGXRBJlq4lILY/XrPs269spULgXAjEJIjI+zRUS1K3UAUD8dbqLnv6zDLVzb2qQxqs/USHBr2rQpVqxYgQ8//BDffvstcnJykJNzahW/U6dO+Mc//oEXXngBKSkpAICBAwdi7969kRk1UWtYF0rW5Fc2hxsrpFQ6N5yEw431N9GQ0vBVSk/9X65oQjiHm7jgJjNmk8PNYsyhYlw4e6/vc8N9t3CIPvjLCm61zUXGw6PpOO+9ecLtRVc+ZXMiWNGUkb/MR3BuQfP5KuP2Y4lrvBu2rMNt7Mr9QmPwqDqyKwVFNImVaJmQ0uJqN5owijREAplQHJkkvfVtIg9EX3Brz0jE70PieTkmYB3fvONHJkyoXbMU0zafy338hsyg7dMZCzXNLK5dovAcTjynHovdx8twVa/Taj2WUORyuNW94FbuVHD154v99+VSp4Jxf7rY1I4n5NQ1rOuxi+Ocj0RI6eHCSlxxZvBxYSW2sMaXU2Je3JZzlouHlLLOBY+qc90pMouPscx/1xzEy8P6RbRPfg43OdFGxokeC3nZZJBxnPIKU7VkCPytUpNsCym1q7pyfRTcxENK5aqUhsPq2bQhU+NvnZycjBEjRiA7OxtHjhzB2rVrsXbtWmRlZSE3NxevvfaaX2wj6i8ywhjAFrtYIlxcnIPrBDMVTbDK4caqWCgcUirhcLOpLcCusOhDKoebREhpaL+s34jVt8zKLAvRvFOqboRJTqwhv8Llr2Qk4w6QCVVzqxoKKsXyrXgkHFWqHkHBzSIkOVylXRnxMXS/8UK5AP4DDE8AE90VHk2HaOoHlyJeTYx3TLDeX1LtsW2VVGY1XEZwq8vqbpHCrpBS0VVdq7yJtb0O1jWsnFEVbrlchKwH0DPbmYtnyVSvDPz87OIqLMk4ETF3c4WEw+3WAV1sSdId6w63H9YdCnro4lWNZV3nZcLqIgXvAb+2YiXPmf7uot3mtlYhpYz99A3DBSoTZujR2GkUeG1DsVpgiIbIaweHC9lFlmoDv0qpeOVhQPK3bgCCm1WxCRas/WNX6CeFlAYjV0AucscmOdwkqKioQPPmp9xQXbt2Rdeu7HxEO3bswDnnnFOz0RFRR1pwY4g8rG2A11WlMhR2uZBSOx1uNaxSGs7hFtJXk0TxHG4yjkOrkNLQMSRbiHOBfYcLlw2H7AWelQ/vQH45zho92/+68L275UJKpQQ3mWIM4hN/RTMi9oAnKrixjneZhzzfb2cYBrKKqizPS56owds/og/pHk23DHMPxKXo4iGlnN+ZV6XUrhLwMpNzmaTwFFJ6ClFXh9Xns0JKDcOAI0ZDTVkui3KXIuVSYu0P1nElU2nP9/CzeN9x3PT1MnhUHb1PS8P6569nhjaKjguQOz+6tWpii+ClSCRYj4b4kVkkJlQwq4NGwTXLGwfLWTZjWza+vHeIUL+838hXjGfjkSIs2HMMl/ZsFyaHm3mfsK4IVW6JOYiMI//kuaDrBrYVqWiTVYQz2rcQfn99RUbkF4V3PfComtR1XuY+Ztcik12wzjve9+XNu1lzd6ei2bIAIrOgKUt9nGPJhJRH8nrfWAW3Gn3rW265BW53eNfH1q1bcc0119TkI4gYwSrUkPUAzxJueAJYUjx7e6jgFup4Cx6DmOjnbSvuFnM4EHRTDSfOSTncHHXkcLMKKQ1py9tnQHAesNqGlMoIbrybwWOTNwS9vu7LJXJFEyTCKGSEvCqPKiG4Rc7hllfh4v4t2OFmPnZkJoMeVcee42WIe2oSeo6chW6v/cpty3e4sT/vaKlTeAyJog43m0JKAbkV9dOaizu9ZcJPZES/aCQ4ry12jVk8b4nOFaRY6RRiOeE160Gu3KXIOdwERZeaLGj8Z8V+/7U2I68cX60QCzH3josTUipxLnk0fthdbZDJfaPpht+xXVeIXh9Z+fu8oY51O15eDjfW9hPl/PtiKLzf6Kz2zbEttxgXfLgAr8/dgWu+WIKDBfziH6z5AquokUx+wZqElN43bg1GbnHh8s+WYAQjd2Ik6BPwvbq0bGLLZ4hilTv309/3ockzk9FlxEysOJgn3KdlDjeJKqUy1LcqpTLVSHn7k+fKtCOKwK6qvPUVGZEwkvMbCimVYMWKFbj33nuhW1x0tmzZgmuvvRZlZWU1HhwRfeRDSs3teVU4eWKelMONMT5+lVLxfmXcYoBkDreQvqyLJoSOOTJVSs0ONzHnXLj9EA6pJP0cYWzp/uBJ09bcEsmiCbUrFMCjyq0KP8B4Q0ojM2lbdoA/iQwUq1nnsszquVPR0O/tOWJtOTfy2lbi86gaRLVVl6IJJzfmHRO8ibVMSInMMS/lcJN4aCNOIfN78AR0VpVvGbG0rmEd32VOj9RxzBJd2IVUxPevL9T51x25Qdv/PdsrErgVDXN25mLTkSJuH27OfUImjNojUUFbBt0wpPZxTVxuxVVu/LjuMNYcLpB+L8upyQwTY2yT/W6RgF39UK+1UMH7Htf16YjLP0kX7oc1PpbTUuY671blqpTuPl6KWTuP+rd9v/aQ8GfJ8PGdg2B8+QCMLx/ART3a2vIZovD2T0GFC8//sgVORcPRUieenbFFuE/W9Q7wFU2w57hvCDncrKq7smDtZ6ei2pJrjeZMwRwpNueX5BHJPMDkcJPgqaeewuzZs/Hwww8z/75x40Zce+21qKiowKRJk2ozPiLKRKJKKa+KIk/lDu3WMocb42+8yVNoqKeVMBb6QBUfF2eZRyMhSHCzFqVCPzdVIqRUxuFm9duZc7jxxblg915tiyZIWJglJtFSDjepQgHibSslvpui1c3DSjghmBdKyUI0/AiwcLjVMmxK0QyogrvNpbJDjXhtQ9F0cWeBFTLHvEzIg0xS+NrSIc3r0rukZ1sM7tq6zj7XDuTyFvLCiszbWXnSYgXW95Ct2GaHw81qhV3XDVz5WTpu+WY5hny4AP9ZniE8LkDSvavptiXTlgkTkw1rrXKrGPjuPDz801pcOmYRxgtWvfbBmk+wflOrBPJ1CS+H28+bsrjvKap0h3WUcRdWNF1KSGf9fiynpYzgVlDpFs8DqOpYn8UXpyNJUMqVKOe05IUfztyeE7TvNucUC/fJd7iJO+dliVYOt5v6darR+6SKJkg43Ko99jjcYnlRLNaJpPsyXJG+hkqNvvVnn32GBx98EBMnTsQ///nPoL+tX78e1113HSorKzF58mTcfffdERkoEVnev3Vg0OvxfzZXpgJqUqXULNyk8QQ3zkkXuupqXaXUPAbevd/kcLMSrxjfTbRCqGzRBKuKh1KCW8iYrRxuoW15rkDvZ8YF/L8uHW61d6KwkLmRy9xkyiWqFEWyaMKr1/Orc4ULKeWt4tYWq6IJyw/kYeTcHTheJhZGGoiiiycslimawDrWauvG82FXguW6ole75sh47VYceONWrPjXdWiRyr6e1xdkrkG8ByCWM2j2zlxGy9iA9bDjFf1rF17PFvIk8l5ahPeuzSwIEg+enLaJ2S4Suc88WuQcx6HYdR8DvNUZc0ur/a8fmrBW6v2sRVPW+cHNy1THYdTMKqWKhlc5YZPnvz8fbV+ejq4jfsWCPce4/fLuxTILUgD7HGE53GTyHFa4FSmHW12lD5DJcWw3vFBs1vEpGgZtJeTbFVIarRxuZ7RrHr4RA9bcRvZawc3hRoJbTBHJYzPaAn20qPFV8ocffsDw4cPx5ZdfYtSoUQCA1atX4/rrr4fT6cTUqVNx55131nhgY8aMwZ133olevXqhRYsWSE5Oxumnn46HHnoIu3ebKwc5HI6w/66++uoaj6eh8chFPXDHwK5o0zQZf76gB+4+txuznZUSLVo0oWkyJ6SUcZOOO/lbBW2Lc3DdZSzH1VntzTkzAEYON4tJAuuByiqcMnBfsN4bPA7xkFJToQeZkFKLtqGioGVIaUC/Dge/uqwIUg43icmSXRMg2YmxKJHM4XbB6fxwjvgwk2K7Qhh4ebI+WLwHQz9bjFHzd6LTqzNxpFiuuphH1SGqg3kFN7HGbEGi7lebY3FCGB/nQFpqIs5s1xzxcXFRf7iqLVKCGy9xNiNvmNWiRbRhTZYVTZdyVIg63BQJ8cobysluO58hkLAerCMiuNkUUgrIiTayDrdnZmyWHU4QrDkc0+HGGVddJwpnh5Rq6MURDHyOplKnBy/P2sbtlxciKCsossZXXG2uXiizCCPjRHWrWkRc2SIEHjrRvifwq5+btwvvS55ApGm2hZRGI4ebw2FdeMsKOYcbb3+a+6hyq7YIxzKFdIhgZBbSwlH/MgpHhpqdZQDi4+Mxbdo0XH/99Rg9ejQKCgowYcIEuFwuTJ06FbfddlutBvbOO++gqqoK55xzDgYMGAAA2L17N8aPH4/Jkyfj119/xY033uhv/9BDD3H7mjt3LgoLC3H55ZfXakwNiZapSZj5tyvCtpPP4SZXpTQUnjssIS6OeXFniT88oSm0LcvF5v8bo1+vYMe+aQTmyvKJUrxJQGjfVoKbOUzU6vcI/pulWOoIFdwkxhAfB1Wv2cRAZoLOejBmvT8hzgGb9Da4VR092zYTSpIvczOPZJVSK4dk4PnkcDgQH+cImnDataIqKmpcNiYdOW/dgVv6d8bsXUfDtvdoukRIqUyVUvN47RJxrYhFhxvr/K/PyIhM/Lwz9SvXDlNQ1nUs2HtcuA/Wd+Y9IMpMznmh0awH40OFFegVsqAWifAuj6Yh1bBHMLXT4cZC1w1mjkEW4iGl7O9Q19crdpJ2Mdfz9qMl3H3DuxdbFUgQGZ+qid+DeLhVcdeapw4LWcSUw43znVmHhaobsJju+omOw63u7ytNEhNq/Psxc7hZFJtgwWpf5VFtWQCJZB6yxoZMRdNw1MciXpGgxoIbAKSkpGD27NkYOnQoxo4di6SkJMyYMQM333xzrQc2a9YsDB48GCkpwRXexo4diyeeeAKPPvoosrOzEX+y0uW4ceOY/ZSWlmLy5MkAgAcffLDW42psRKJoAmsbwBbGeE6rhDgHWNdKVpgnT2gKdYf5nHOsc5/tcBPfF1ailEwON7MrTyKHm8R4eb+RdwyMYhM1XCiqbcLyMqd5tTg5Id6WEuK+MYjmHZOpGhnJkFKr1UlTARKT4GbPBE/05/CFQzXnhJ2Homg6FuWK7WcZh5udIaUyxGJpeRnnbEOD9TCg6+z8i1bn0qu/bcM7i3ZjQKeW+OKe83Flr9MiOs5wsIRDVTPwo0TOL1GHm9V2FkfLqpnbWfevjLxyk+AWCZHKreq23UMiEcIsw+GiSpxZwxAx4NR4XYqGSreCNk2TLRxudSu48aqU8tKWhJJf6UKHtFTTdt49vqhaLi9j6O8nkzOMh0vVhKvXulW9ztwjsSS4Xdid7fJnuWcVTRdyI0cjh1s0QkqbJMXXuBgaTwBnIeN8q/aotc4XTUQWq0W005qnIK9CvCr03hPlkRhSvUNIcBs/frzl3//whz9g165duP3221FcXGxq/+c//1l6YJdeeilz++OPP44xY8bg4MGDyMjIQN++fS37mTZtGtxuNy666CL06tVLehyNnUjkcOPd3FjCWFK8RYVRxnM2S4ASdbh5t7Gdc2yHm7jYZSVKmRxuFg4ls2Ai/ntYPRiH9ivlcAtThdUKmVUSpuDGELWSEuJsCwdSdF1YeGElR+b2G8GQUl7INsCqthsXNCGKVs6QUEQfmj2aDqfgkGtbpTQaIaUyRRPqCtYxFAl6n5aGjLzYnnjxQjFZ8ESm42VOvLPImwZj57FSPPDjamSPvkPYhRQJWNca2eOb6XDjCW4S1xXeOFj34BapSaZtEXG4qbqwqCFLsYRoE4lrzuTNWRhxwwDBz2PkRFM1bM8twS3fLENOSTVuHdAF1/XpwHx/XTvceILbbed0wUaLSrY+jpZWMwU3ntgqHVIaIvCk7xN3kPLwqLplwa6gz6/LHG4Bt4Fwgk2HtBScKPc+kP/rqj74bs3BiKZP4EWrsE5pmbkGC2+V0objcEtNjLd8rrDCd/1YtPc4vll1AH1OS0O/ji2Ybbk53FghpR4VzZPrd67YhkbodaXPaWk4u0MLPDikO/639hDm7ebnyCS8CAluDz/8sCmvViiGYWDq1KmYOnVq0DaHw1Ejwc0Kn6stKck8+Qrlp59+AgD86U9/iugYGgsyog2vPTeklCGu8cUy9nbWjZb3QMgW3NjOOdazkIxjTKbQg0xIqYzoZxVSGjo+qxxuoW1r88At4+Dx3Yjn7MzFkv15uK5PB7Rukmxqp+mGbZNMRdNNk2ge0iGlUXC4hf52sVKGXnQSLOM6c8o43AIEgv155fBoOpqn1MoAXiOskshHi1C3b01Xw0OxCumPFVgPA7wHMd4DxfIDeUGvj5Y6UVDpwmmMB39ZVE3HuPWHUVLtwV8vPgOtm5qvjwBblFI0HZf2bIfVhwuEPsutali2Pw9/mbgOVR4VH98xiJufTEao4N0TRHOJReLh16PZ6HCrwT2vNsjcVljXXadHw/vpe5BT4nUe/rYzl+9OiWBeHxHYOaN05lyUBS98mZeTS9ZxHCpKt+Gcj7KIHpoeLTKVtUWQcbi9e+u5OK9La2iGgUFdW0s5a0XgzdFY80LhvK4WSf7tcr9HI1VBXJyjViGlR4orcf1/lvq3dW/TlNlWJqS02qOhSQ3zyhF1w8jhA3Df4O4AgAkbMqM7mHqC0BH9+uuvhxXc6orx48cjIyMDZ511Fnr27GnZNjs7GytXrkRiYiLuu+++Ohphw0I2pLSMUamRN4lkhpRyQht5QhPLdsybfLHa8pxoTIebVTinqbIqv22ogGVZ3IDlnOONoRYhpTLCargqrJFC0XQs2nsct3yzHADw6e/78NJ1ZkerW7WnohHgneiKPjzKONxULXJ5QCwdbmEE20g84EUC0XEojGT1PGTcF77J4Afpu/HSyeTaN/fvLPz+SBGTDjebcrjFOYBHLzkD3605FJH+7ID1MMB7KOK5uiZtyjJtq3SrkA0q1XUDeRUutEhN9D+M9H9nrt8l+OKvW6F9/kd2jiqW4KbruKRnW2HBTdUNPDF1AzKLvPksH5u8Aed3a81sK+Nw4x3zLDGPlUssUkUT7HK4ybiII/FdZK4hvCIEv2zPCdq2kJPrT3QxKlKwhA6nogkLIJWcwka8e7FMISTAfB87s23NQ3trgqYb2H28tE4+K1xBpqC2cQ4M7NLK/7q21e5D4Z03LMGttg43oGHlAssqqqrxIpqi6Xh3YXARw6yiKmZbqaIJHhWt9PCGmsZI6yZJ/kIsoTmZ65LAnOHRDimvLwgJbiNHjrR5GHw+/PBD7N69G1VVVdi7dy92796NTp06YdKkSYgLY4OdOHEiDMPAjTfeiDZt2tTRiBsWopU5fSzdf8K0jSdYsENK5RxurBs3TxzmhZSy8NnfA7EKpQx9yLEM/ZRwotVGRJMLgY3MGCKJoun4+8/rg7a9n77H1M7OJLaA+Cq3TA43JYI53FIT47m5CMOFA9a7kFKJFWCZkBVf+OlLAZXs5ggUcYg01RGayI8cPgAj5+2MSF92nf/xcXF45qqzMW/3MRwrc0akz0jDWpXn56JhH5usYiCyD2weVcPt367A/D3H0KlFKuY8NhTndG5pCsn9/UAerultDv9jXR8VzZB68HUpWlDulSqPiuUH85ltZVxdPFensMMtQkUT7HK4ybiIZR0uPdo08wugPn7bmYv3bz9P6P28EE1R6jrsniXweatGio0jcBHGo2qo8qhomZrEvRfLHhKh+yMahXe+WnmgTj4ncM4b7p4Q6pJm5UiuDTyHIrtogthvYnXexmJxo9pQ05BSVTdwQLCwiIzDTdONqKT0qA/866o+6NGmGXYdL8WDQ3pg4LvzolKEIJaqFNcXYt6zuXDhQixZssT/umvXrpgwYQIGDx4c9r2y4aRutxtu96l8G+Xl3smloihQlIZRTtj3PYS/j8XNSdc0Uz93n9sF40Psped0TGN+HktnSoyP47Rl36AN3TwGHokOw9TW6oFDtG1CnEOqXxjBY3YY/H2sqSr0gMmJ1WXNYRjC/Yb+dvEWqXbjHcHfL9KrkzycHhVHitmrZaGUM4opRArRm1mZVK4eQ8qtZYVD17i5CONCfrvEkN+OFzZRlxSWV3Gr4IXiUlS0S3GgwBX+N5EJ8XUpGkqqoi/6VEk6KnikJUeu4mIcgq+FVovhgauv4XDAQK+2TXDgtZtwotyFN+btxE+bjtRytJGl2u0xXdur3OzvV+0WnydUOt1Sc4pfd+Ri/h5vjpRjZU68MmsrPr97kKndtpwiXNHTvLjIEiQ8isq+CXOQOTYrnOLXQt61u9pj/jzWPnYx2snisTEvk0siTNzpkZtrhoptALAvr1y4D9Z1t8Ilfi91ShzzkYB1v1JUHW5VbB+XVXvPuz0nynDHf1chs7gKN/fvhFv6dYrI+EJ/P3cMpgiIFIFzSKu5JgAYuh58D4nwHNKlqMzjUGEcF9UuD4oqqjF21UGUuxQ8cdmZ6Nyyiamd1W/X0MSgONT8+4jP3djParzro2z+xMaCAwbuO68L7juvCwCvYYO3r0KLGaQmxkfMnRl4TssaJPucxtYEfEjrFFFEZowxL7gtXrwYgLfa6M6dOzF69GgMHToUb731Fl599VXu+7Zs2YI9e/agZcuWuOWWW4Q+691338WoUaNM2xctWoQmTcwX5PpMenq6ULsSN/9CvDh9EVJCzrSDZeaTefnyZdiXap7YF+WZXWSuygrMmzfPtN3jZj8ML/99KVolm/se0DoeO4uDx7J6+e9olhg8XtXDn1yGjsNZxa6m5oBhassbLwCsW7sWxXtOPRCXcvZxnAOYP39+0LbjR/mVYI5kZWLevFOJK7cX8ScMK1csx8Emp/Zbdhb/AclZXRn0/dzV7P0QaTZv3Sbcdv3mrfYNRJDMXPEEyYqqITMrMuLCkvSF3AlvZUV58G/nCj4uSyvr5re04svpC5BXIPaQt2vPPrROFhPcZMJlq1wefDZ1gXB7uyitjIzol7l/b0T6AYDS0uKgYyg3m3+tUBTxh/XQY/PEMfEqV3XFmvUboBwOniYdrWIfV4eP5GDePHN4ZodUB044g4/X31euRl4rcVH0pbXB5+nCfSewaMkyU7virH2YV3UQFYqB9fkqTkt1YEDrBOTlm4+rQ5lZUqFEuSfYbjYWy9esFW7Lu3YfPpJr2rZx8xY0ORbs3Nx4vPaT8rLKKuTp9gjueYXilSpXrVmLiozaT8v/8Nkv2F6s4dn+KejU1Hufr1YNTDjgQWaFhmFdEnF1p0RkZZvPuY0S99JNW7Yg9VhknLQiFBSZ71fVLjcOHhLLCbZh2w6cVrwPX+x2IbPYOz+as+sYTpzIC/NOMXbu2Yd5zlNjWZ/fcAW3NWtWI3+X9xp2KMv6ur9921Y0P7HL/9rtiuy1PuPAQcybl2Pavv+g+V615Pfl+PmwB2vyvL/N+DUZGHtpE5PrLp9xrDVEzmkdjz27doVvyGHV4UKhdkWlZcxnu2N57OtupYTw35g4uD8D8zynTC1xBl9Au7ythmOp8dhZomFQmwQkxQPpEQrc2LplMxJytgMIP3e7p0cipmWeuk/f18nDPBZCEdUpokm1xPOw0J392WefxQUXXID777+/xoP6+eefsXHjRowZM6ZG72/ZsiUuv/xyzJs3DxdffDFee+01DBs2DEOGDGG297nb7rnnHiQniyUufeWVV/Dss8/6X5eXl6Nr164YNmwY0tLSLN5Zf1AUBenp6bjuuuuQmBi+CkxxlRtYMYv5t+E33GCqQOpRNbyza7bf5dAxLQV/vmN4ULy3j+kl67EyL1h0aNemFYYPv8bUtvm2echzmldzr7/uOrRtZv59P8taBhQHPyDcOtw83mYb56DEwz5hhg8fHvR69N50ZP0/e+cdHkd19f/v7GqLqmVL7pZ7790YV4xtsGihBBNKjIGEQAJJqAF+JECAFBKSNySQ5E0hdsIbQgjw8sbEmN57sTFgY4Nt3HDBvUha7f7+EJK1M+fM3qOZWa2k83kenocdX929O3PnlnO/55z9uxzlInlhR9mSdx7DZ4doqfWMqVMxpuJIPItdB6uB5x52lMsLhRz1/nv/G8BmenHZv18/VFaObPhcvHY78NbTZNnZs45Brw5Hgpu+9th7wDqnuyYAtCspQWXlcQ2fb1y5FJ8e2EOW9ZMhw4YD779pVLb/oKHA+81rdIuXtAd2mi0+alNA9x4VwCbvwUZPPOEExJ7/F6oJF8oO7UtRWTm74XO7dx/D1kb9MpQXBarM1ShBMG78BPx7x0pgT+aNaZ/+/fHiZx/63oaalIXXDrUD0LxGnxqEAA+nzUBdEo1bzjsBv73hYV9O4juVl6OycmbD5+dr3wU2rCLLdiktxj5DFxN731xy4E1gc27FcxsxeiwqR/VIu/belj3AS0sdZTt06oLKyqMd1ydufRH/uyJ9lTt6/ATMJlw/OW56/3Fg/+60a0PGTgRefibt2pix43DMoM4Y/qP/4NPdde/1OeN7obTDQeDzdGNg1x4VKIiEgQ1rjNoQL24H7HbOfxTDRo0F3nrJqCw3drfv2An4LD3z2dDhI9GvTxlG/KjOOP7HsydieEcA771m9F0c4UgMHcpKHGsGP4gXFQN7zebLMeMn4PghXc0rX/YP8vKD6+o2N5e+dBC7f3IaCqJ5+M6Db+GxjXXP+sM9Vdga7YROXS1gy4a0vx0wZBjw/ltGXz9sxChUTuht3l6P3PT+48De3ekXw3no2as3sD6zK2XPfgNROWcovmS7b2/s8Ef10adff1QeP7zh86F3PgXeNTc+tySmTZ2KMV/EZVvz7Grgo3fYsuPHjUsbR4ve+D/srPLPoNWrdx9UVo52XH/p38uBT9LXCxOPnoLLXj6ykf/sUArdRx3d8Fvq+X/vLQX2Bb/ObW4qunbG2NEVwPuvZi7sgUi8wLGfAYBffPI0sNN5UFXdukSEvjFs6BBUzhzU8Lnw5UdwcD+9hh8/YgiuOGZww+drH3kHyzat9qUdkyYemav+c/BNLNvEr92+c8p0fOnzg3UhLwZ2xumjK1zrltopmpN6T0gTjAxuv/zlL3H++ed7Mrg9/vjjWLRoUZMNbvXUJ0B488038eijj5IGt9raWvz9738HAJx77rnGdcdiMdI4F4lEcv6hSzH9TQVx/t/isajDdzsSieDu+RNwyf2vIxyycPf8iYgzBs84kYUmlhcm28X5iOfHomT5FJwn90X5MUd8N7fYZfZ6I4z7TThkOcu61BuPpd977h7nhZ31RiP8Kxu13bv8KP9849H0+xZ3qTcSDqWVpbLLBsHhhHlcgsMBZY2SsF8Y16PGpxhukUiE7cd5Iduzs2UMrvLJrdULSVjGcZhqUxaCeNTJVAq7mQx22cRr1thp/Tri+/NGoLQoH9Ew7WYsJWzrQ25jxdR+HVGVqMWGLzIcnjCsG/7NpIu312vvm7lAEs4xOEnMLUCdopKaiygXjkTKWa8b1IHVXmJHkoSFxW9swKe7j2xm//bGejJOaG0KSAliKR0SZKSUbJaqmHe/mnjRa2E1GNsA4OK/v47vzxth/mUM1bVJcs3gB9Tv4KD6m1eWrtqGM8f2wt0vpBtW//H2pxhX4Ux6IUk8mrJCWV0bc9l2uXfSzqEa+h31i6T9vbZab2yjWKM9hNucANStWxvfl0zxt6XUppzrdaDuedhZs8MZpuTnT6/C/RdMS7uWKwmlgubDz/Yi30NG0MGdS/DhZ5mNDlUJ+t3zax1MMbFXGWpqk3h7o9lBUUsgmpdnWzfx75K9bCTPP6fGxu9/LOP7H8HZE/vi7InuiS7ttATbi6R9xnd///792LBhQ+aCLn/vF+Xl5QCA7dvp7FpPPvkktmzZgl69emHatGlkGcUM1yD9zGJ9/rjeDemC3SCzlDKbLjZpAuMS8x6RqYlKpiCJR8bdizCxqJJkE+V+G5kpVZAIQZJgQfKcsxUgU5KEIBeC2EraC9BZ+JoKn8U3U9KE5l9UHqyuNQ4WXl2bJAMh+8ElUwfg9fU7g6k8C3xvzlD86JQjwdL9S25g/v5HwyE8+505+OkT76Molofr5g5Dp+89SG6UmysZiwQqRhbXV7l3iRqbpHFUqMyju4hYeVWJWvyHyChJtTlRK8vMySU3IMtW16IgGjZKOMOVIZMm2H5HIpnC9/+93LhdHNWJJGoDCnAvy1Lq/+D2wVZepfPmp05VsWQuzX7SBMrgZh5gXZJIpykcTtTil09/iDc37MRXxvf2JaFHriIJmm4fvvyO4VZTm8Ti1z7Gv975FJP7lOO7s4YgEg6RRjMqqcQ/3tqA+y8Adh2swrIPt2Jgp+I2Y3Ab0qVdk5MmAECHQrNsomyWUp/XoBXtC3DbSaOwvyqBr07si9l3PZn5j1oQ9rU+t2euKxuyffbvvQtLkqZkKe53rmNscHvwwQfx4IMPNvmLUqkUmz1SyrPPPgsA6NevH/nv9e6k5557rm/f2VZxi/Hi9SWiFA2ctZ6boLmJYgcjsXX8PfP7Th7Rw3FNZhjjByDTQZCqwzcjmoeMpk1NIS5FYsA6mAMGt31ChZSfQWHZvmlXdNqepd+LnaZQnUiKspQG1eLDOZKxtanYVY5uRn8J0nGld1kR7p4/Ma1diaTz3jaXIV/CL5/+ENcfNzztGmdY4/oPtcmXvvvUk9xNGtzM346aZEqUmfPTXeYuYAerE8ZZmLmxmzJKBpVVubo2GViWUsmzNg1AXk/7gihpeE2vUzZi7hYkIAoq0QQHNU8kUynjfh+0we2XT69qSLL019fX4buN3LmyRWE0LysHkJIspfax3u/99+MfbsXvXqxTcD68fCNK4hF8Y9pAsr/0LivEix87xRp7D9Vg1I+W4NNdBxEOWb5lkc918iNh1+d32qgK/Ovduvh4Mwd0xjMfpcc7NM1Izc2Pfh/6RsIhnNdISeWmAGuJ2NdjlHCFK+unobvxO+3WBsD/972lYmRwmz59elYNV88//zw2b96M008/HXmNJJA1NTX47W9/i8WLFyM/Px/z5893/O3Bgwfx0EMPAZC5kyo04VAIluVMj+7Hi0u9pNyL65Yh1AsSIxpnaPKqROPuZaAKN8Fm175xd3PD9RORwi3ghbRRG4SLXF8NboZ9MxeNGlWJWuPT5EM1tYGlQDdR43C8871KbNpzENFwCMXxCI76mTPGV9DYx4aIT247krGCcn3klND2A5tsZT+WsP2Lg5ua2iQOVCVQEo+wRh/ufaauS9/9tTucSrtdhGGkqqYWKcP3o6Y2KdpUSsoerE4Yb6Q4g9uWvc5g2kGpTqT3QoLICCpUuJm0Waqm3H3IfN4N0h2MgjMeHjJUX0rDPkixz02/eNr/eKOZ8CsLYSYaj+tShYvfCje7EvmS+1/HN6YNJPsLNS/OHNAZv3/xo4ZDhbZibAOAeCTsejh3/NBuuOesidi27zCGdmmH6Hf+J+3+mPY3bhz0e0y3rzdirczgZt9/uSncgjS4NX6NMitcc29t1xwYGdyeeeaZgJuRztq1a7Fw4UKUl5dj3LhxKCsrw44dO7BixQps2bIF8Xgc9957LyoqnIH3Hn74Yezfvx8TJkzA4MHZP11qjUTCIcfE5cfmiDp54AZHiWEMAM6b2AeLX8sckF5m7KLbQFXhasCy/YFlWeSJGrVRdTN2OTfG/DPK5GroWq/P8Tc4WppLqXQT7aeiinW5tl3PTYObucLtv19ai04ucSW9sE/oEtyYSDiEymHdAQBvEW5a2cChWm0GhRs1L7DG4BagcLt4Sn+s/3w/TrjnGazcsgfHDOyMCyfTynru/ac2FNJ3n5oXqfGxKpE0NvDUBOieLRmPDzCGbkpRF6Qi97AkeJkAiSpPuvkMwuC2R6Bwy7pLKfN9pocl+6u8Z7TNdYI6kLITSjO4uc81ToVbdjbgVH+hDioKomH87Y11WWhR7hHPC7uu6cMhC52K4+hUXLfwioZDONRIsW46vtQmU6hNJh2Hcn6P6fb1iptBqiVif5fcFHym4Yu8tkMNbmbk3goXwIwZM3D99ddj0KBBWL58OR544AG8+OKL6NChAy677DKsWLECZ555Jvm3jd1JFX+gNlF+DGKkwo2plxpUwiGLVV7+91cmpX2+7aRRZDnOcEgZu9gYbkQd9myomcqbblSbJYabw2iTncHz1XVmGT8Bb+qk5sJfl1Izw7HEUN6rQ6FrP/aLqkSt8cYtmUIgSRMA4I8vNz1DZuPxKdJMSq2gjKuOsUIwBlHtqse+CPPLQOgn+dE83PXMaqzcUhcH6+nVn7H9hIvJSPVtqZJpVPf2RvVWJWoxoVeZUZ2J2lRgccs27Xaq0zgkhu4g4yoF5VIuU7gJDW4GxhXpPCNSuPnwPFKpFO56ZhVKr/4HrG/9zbU/8AY3MwNvLsQsbS1IXErtY71EaVNv6GkK1PN+c4PzQGzf4RqHF09boWu7fNfnZ39U9r2YxKBPPY9qnxN32ftaa1O4SVxK7et9X11KG63rMu0J1eBWh38pK3ykT58+uO2225r0t0uWLPG5NUrdhil9UPTDL56qgxs8CqLOjb+b8SAWCWPfz8/EQ+9+ih6lBThmYBeynC8upcRgUuBiqOBis9knI1Lh5nJC4djAup1aSdRwzeSWuEESM0gQ0DtXyHWX0mXfmoVxP30MHoRfRlTXJo030slUisw85gcbd5v3NzuNx63myrbpxbjqhn1ccft9Ejd4ad/sWBRrcPHMFtWJWkeQ7adXf0aW5ZRMlHFNaqig7k2CqLcqkSTnSorqAN0oawSGvI+27zMuG6TC7VBAKmnJPQ5C4SZVf1OxATn8SArw1OrPcPk/32j4/NVFL+Ghr88gy3L9ynTTnwsxS1sK+ZGw632VJE2wj/WSDXiXkji27TtsXL4xVPupeX5/VSJrysBcIhIO4bIZA12zjNKKsSOLQsmzOVxTiwJbRlRVuMlwJk3wJ1a3lMZ1Z1rz5mC0kGahdZl+lUCgXtJMQRJNoLOU0vVSgTkzyWOLYhGcN7Eva2wDzA0Vbt9HxS0Su10RdVDuo5Lsp25GNInU2OmqlnvDRotUuPmw0CjNr8sQxbuUyowaI7uX4tGLZyB519kY0KkkK+7DEpfSYV3bBeYG54XG41a2FKB2gnLRlIwr1Nhm6rafqa9ddewQ9CsvAuBN9SBBokTjDOhU304IlWXUPecUbqZtrsmRRAH7BG5+QSVNAICDWYp95YbUEGvSjyT3FwD2CE5Y/FC4/e6FdIP2w8s3unwf3V9N5/+2knnSDwpj7nqMkAeXMi6up53RPdp7coMzje23r40Z3CraF2Byn3I8cOFUlBfFMyjczBVVmaAVbkEb3HJvv+IFh8LNzeDmQVkqaUcmrw6/Yza2VHJS4abkFpSBxReFm6DeZ9dsI9rl/SU2ze4I8BtNaQw30phH1E22QWAYk7mUCgx5OTh45kKWUimmi0GOcMjCoq9OBuCfS+mpIytwYqMMvdlQM1Ylao1POasTwcWdGty5xPWk143G96m5YpEFFa/Di/t5XTu4cVPmUjqkSzusvOFE7K9KYOPugxj94+DV7BKDAueS6IdLKfUsKbXP4UTSWD0SZAw3iZuRJHNkkAHh/VQcNxWJ2iOVShm5wUlj00ninPlhcHv6I1oxSuE1aUJ1IomPtjVtjG9rFEbzsAO8olhkcAvZP5uNUV6NJZQhtkNBFJ/bVJz7DtcgUhj19F0tiYe/PgNjKzo0fHZbF/oZ+oE6MPFb4eangTAXsa8FmitpgsZwk9O6eqISCJQxxheFGzFQcPWeMaan45ofG0pTQ4Xb95ka0NzqMY7h5mYYEyhc7AOguyIv9wPvt0iFm4cg3f/62nS8871KnPSFcYxTHUrd9uwL4Ww868M1tcauSdWJ2sCMBHZXBwmN3xE/F3hfO7o/Lp85CLMGdsYfzp7kWlZiRJcgy1JKjVk+9U3LQiwSRllRLGtjkOT0nXufaYObd4UbpfquSgjepQBdSiXjca4Y3LKV3dENt36RqE0i2eh5mT67w4LMtYDMBbW+vZ/s2I87n/wAyz7YYvy39QzoWGxULplMsSokc4VbLd7dtNu0aW2aTMauxmvITGXtcdNMFW7xvLBHhZuzX1D9u63F9pN4PkiV6G5kQ+FmX4LEshCH2G8WHtWX/TdZDLeQ62cvpCnc1OBmhCrclIxwMce8Qg0UXBKE9vnO0yc//NE5AxY1QEiSJkiUaAB9j6Ux3Ew3sFSyCb8SLDQXubBZktJU96jS/ChOHZWeoZl7F5zG0kzBTdM/Z+NZ7xNsuKtrk0giKCNB0xWHkhTpEtrlR3DHqWMB1G04L7rvVbZsLijcSJdSZkyXtrdxeT9jkbghMYzVfGEQsRutKQOY1OBG3Rtq43i4phb5hhuMmgANbhL1rkRZFuQ4H9S9ELWBMSjd+8paLPzrKwCAS6cNwG/mTzQ3uCVqRb9NYgBNJFPYuvcQRv3439h3uO7vFn/1aJw7sY9xHe0LnGu7wzW1joQ9bu+M6dhdnUhqPCFDVm9zj63Y+D5mipO180C6Us50aorlhQEPbuRUv6eMPlWJWmMjYGtAcojup8LNPtbXJv2fg1qDS+ncwV3x51c+Jv9N5FIaaNKExjHcZArXtoreBiUjQcVwozb/n+zcT5bt17HI2a4gXUoFqjVJRtO67zR0KRW4Z1Hl2SQPZEII8/Zma7MrwU+X0mxk5gSavnmUPL+mqIjSywf/rA8INnhViWRgWUq99KHGY0BQp4ihkOVuGA/o2Tn6hDRLqaErviTTVbYymko3A9v3H8aCRS9h6K2P4qZ/L0eCMWr5kTSBM7hJYrgFFbcoKMVxSwwdICFB9ItUKtVgbAOAu5//CJt3HzSOv3eoxjwLdN33GRdFTW0SP3vigwZjGwCct+gl8woAtItHHNfe27zb+V0u8epM4+9V1yY1npBPNL6P8Qwb7rPG9U77bKqSevzDLZ5iBpvGyqyuTeZkbOKgkKzp/Txwtx8yB5HExJmltOUp3CT7MXUpbTk06c1ZtGgRXnop86T6yiuvYNGiRU35CiWHCCyGGzFQ7GCy0MWJstl2KeUGFSoehatLKeUqauxmKjnNMI9P5zbhNleWUgl+ZintVBTzrS43mnqyJzK4CTLXUnVn41lL08oHJUQ54MFIkC6vD2ZRAwDxSPaVqM4TVVkGZtM4mZn6ZuNm+GnUdCORTKG/ocsbAPzi6Q+x6LVP8MHWvbj5sRVYyrjY+eFSSimRDieSok1mcAq3YAxuLVHJLIFSQ27d68wC+PzabSKXUmnMQFNqapNY8v4mT3VQwfl/a0ukUP9dHKYqyepEsk0pmYIk3aXU3ahRavNQkcxNXg54Td+R2mSqTRkF7PffXeGW/tnL3GtXFwaRxMS+XsmF2JxSJHFy3cQv2cpSqgY3M5r05px//vn4wx/+kLHcH//4RyxcuLApX6HkENnMUvqlkT2IksBj7282apcU0/hCAH8qJ1W4UYOPaXY/1+QGhoOaWOEmmJwLPcTB8oKfiopi4sQ9l6D6CnfCbDfuZjIGBZXp0g2JaqU6wEDvkthFdtLcHX28Z/Z3lTp44MoG51IqVLhxSROEMeeay6W0A+HyxvGTZe+nfV6w+GWmXr4TVydq8djKTXjr0yNxj0iFG2Vwq6lFQpKlNAdcSiW0xM2TBMrgRo2PtcmU0OAWTIyqRK13QwXVX//48lrHNT+MhlWJpHHAfsWdxs89k1eAxA3OTlPXIJy6mKMtZSm1rwtdQ9X4qJxvDoXbhl0HRH9vGpIhKAZ3LskQA9z8XcpaDLcMY6oa3OoIdDeVTCbZmFxKy4F6Sd1UDqZQAwVn7KCMc35sbFmFG2UUk7houriqUu8E1Q5qoSGJ4QYAZYVOtRZ1L0UupS6TQX/C9Tcb+LlxdDNqZIvZg7qw/0Y9Z27BKzWgSZJpDOxUjB6lBYiEQ7hy1hDXet3gsjtS1NQG51LqZTOf5u7o44bO/jzcNjY5kTSBGNs4NwYvfTNb7j+JpLeIgfbYRfVwBpBUKoVj73oSlfc8g3E/eQx3P7caAH1vaIVbrbnCLZE0dkuUEpRLqWSsyBbRvBBOHkEfFEoxjTl1qMY8LtvhRK2rO6YXapJJkQsqhanKxY/NeXVt24rV5YWvZojD13gpmilOVlPV13MGd2nyfFolHN+CMkrnIpLYvnYDdUtTuA3u3E7090EZ3NzcObu1ywdQt767Z/5EUQxwt3cvqDWhve5M9gB1468jUDnKxx9/jJKSkiC/QskC2VS4cYPHpdMH4tH30l0XfFG4+eBSKlGicQMPtYGkDW4ydUlJPOLY9FHyf1GWUpfJoKWn4G6XH8kJl1mJYcWtvJfA9ID7BD2tXyf84ZyjAAD7Dtfg50994Fo3B5Vt0Y2gDG5NJWSlG9Ety0I4ZPliBHYurlz6hSO4cTMkTTB0l6fqzexSmn2FW0KgJJLAGUBe/mQHXli7veHzN//xOi6dPhCf7XO6Fe6vrnFcO1idMN441tTyWR+9EpTrZy4q3PJCFh64cCr+9vo6WBawZOVmPPD2hibVVW8s3XWwCr98ehX6dyzCsK6ljnL7qhLGhlWJcU5KdSKJ/VXOfiiB6q9jKzoYlZNSndAYbqZ0IA5rGyNxKbXPTabrxGMGdMZbG3cZlbVzqCYh6vdBqK1yFVGWUkfoB28Kt2Qyhd+9+BGWb9qNo/uWN7kuDvsh5XFDuuKWx1YY/31BNA+fH6z2u1kojOZh72HnWGlZwPLrTsCLH2/HkC4lGNCpBM+s/oytR5KlVBq2Q0J6DLdMCjffvrZFY2xwu+WWW9I+v/POO45r9SQSCaxatQrPPfcc5syZ462FSrNDbaL8ieFGGdzoibucmPz9ieEmSJogMM5xm12uDlPjmiSGG0DfY+qa24DpdEt0d5cd0T6MFbtyb2PEURzPw77DCbQviOJ/zp+CW5e+19xNcj21ovosp8pzugObu+0BQDRsZvjzYqRs6XGZqFc6Eg6hNun9dzldSps/hptU4WaaCVrmUpolhVuteUw0Wb30RvDJVVsd11KpFBa/9onjOqVwO1CVIN0SKaprgzPEBGUYy8WxIi8UQjQvjIWT+wEAnvloW5PrStSmsH3fYXS67sGGaz3bFzjK7a+qMX521YlkYOqdmlrvOaMplUu/cqdS3o/fkEimjN+Ptk5eyELIslijvBeXUtO5qTaVarKB53CNzKW0LfUL+/13m08lXg+ZSCRTuOvZVfjOg28CoGM1esXeXaRJ0IJSuBVEw6TBLS8UQllRDCc3Cqfkuh+zPStJ0gQ/xQQaw02OscHtpptugmVZSKVSsCwL77zzDt555x3Xv+nUqRNuv/12r21UmhlqMPZjUJIo3KjrfpxU+pF5lBpMJGo4wNyl1DVDINEO6h6T7rkuE64khXg4ZOHc/lHc9RGwac8hjOhWiuWbdrPlc4GfnjIG507sg7xQCPFIGD954v3MfxQwkkCogH8upU2N1+VFqu5nwovmQGKc91q3u/LRvoj2pw2es5QGoXDLUpbSRDJlHBNNAmc8KCBiYHLGK2offKC61njjWFMbjHovSHLT4OafAqQ2lcIFf3sl7dqGXQcd5fZXJUTuckG5+FbXJj1vpihlEeVG65dbbC72oVwkHLKQF7ZQnchscMukWGvqxj+VarqR4GC1uQoUaFsupV7isnqZexO1yQZjW1BIXC4pOpfE8dH2fUZlI+GQcb8piUfIBDgSwQZV3j2GW5ZcStXgZoSxwe3Pf/4zgLrT1gsuuABTp07FhRdeSJaNRqPo1q0bjjrqKMRi2cn4pwQHNSC0FwSS5qDVV/SGkrLiNw4q3VR8UbhRBjfWsGaufDM1wjW0w9D1l5qA/IrhFg5ZGFQaxpob5yEajWDpB1sw7+6n2fK5QDgUQlHsSOzAbLmruSFxHQR4hZtzsSSbGN0m0sZ9ORwKuZ6Gu5GLbmISpElIRHV7iuFm3oYBHYvZRabIpZQY39gYbsL2Ni6eVZfSANwuuUU69b5JknnUJU0wdSkNLmlCUOTiWCFJKpSJRG0S//de5qyfB6pk7nJeEsK4UZ3wbnCj3gXqOftlEDkU0L1obeSFLOSFLHDOdY2H4FDIQjQvxLplStzgGpP0oHDbJ1CBAv71r2n9OuL5RmEB/MSy6IMWKQ6FmyDJm1tImUxkQ0XoiHsrjMlcUepUFHMURMPYc8is3xTH6Pjk0n2eI2mCYE8omZv6lhfh4x37jepWhZsZxga3BQsWNPz/X/7yF8ybNy/tmtK2aOdDJkfKXY0bPGKRYFyIgovhJnMpNY2r5o9LKfVd/IBoN9C5BvT8YmANfZEcIheMVxXtC/ApoRKoRxLPIlu4nVrRCjez/pYpm5DIfZA4PatiTsPdaOmKg0ANbra63bIAe4m1cttJo3Dmn14wqlfaN9kspS3FpTQA5QOn1qE2fZTrKEdVQpaRMheTELiRi2OFn/OH6Yb0QLXQ4CboQxKqa5Og9lKJ2qRxDEnKpdSezRDwJ0spABzMwT6Ui4RDoS/GWfp+2cfvmJvBzVY2P2pmBEmmmj7WVyey41Lao7QAPTsU4KWPd6Bn+wLcfMJIzPrVk02qKxN5IXNFlXs95msF6aGtG9v300mE/MTe1zLFF7TTnTG4TepdhpVb9jTMx9P7d8L7W/cY11sYo9duVP+WeBFI1uiZ3qVu7fKxec8hzBvaDeN6dsCt/+HD64StI3VlNLg1/5YqJ2hS0oSnn85txYriL8+tccYkaZcfjMKNM4RLB01TTNUXgEwNx7WX+z5qgUm6lAqk34C5ws1tILb/FpkRpnlG2lNHVaBHaQH2V9Xg2jnDMOTWR9mTQemklA1OGNYdv39xDflv1OLINGlCRpdSDxkpI+EQ6QqUiVzcREtovPCoJyiXUjdXfi/vHuXK2JR6vcS+lKgv6wz6/pz2uxFUzCfOePC7F50xbfZXJTC+Zwe8sSGzoru6Nilqb1CGmKDIRUWeRHGQCeMMs0J1otfEBmw7EknyMGvF5t0YQyQ+4OqwQxmCq30yDkuT9LiRjTGouahXuHE444uGsQ/0eGIv295w/5BKpZrswlhdm50spe3yI3j223Owac9BlBfGA1XhRsIW/Kje/jzqD8epucPeBby4Jf78yaYl1pJgz6rq1t5hXdth+/4qbPsiKdHMAZ1RzIhJCqN5+NdF03Hjv99Fu3gUv/ryeBzzX08Yt4tzbfXqUio9FHfj5SuPQ4/SAlgW8IunPnQtqwo3OYFmKVVaL5v3HPJch2TgDir75avrdpLX6bhsZkoNgDeAcMYcSoJOjVFu6jKqHaTCzTAjaj0OhZvA6NdcBreORTH86svj09rBnb4GGeegKSyY1BfDu/GpzEmFG2vglbk7ieJDCJJpuNHSs4NxSRP8wIu6TGZw88eQJ0n0Ig3GbC/v12m/G4lkMEkTuHav3uZ0691flTAO4VCVEBrc1L3OM/b+zamNTZAkQhDFcAvICFBdm0SUiGMkyfJHvQtkDDffFG7+9fmCSF6rfYfqYriZrzclwdtN42pN7dfJyMWaQq5wa9o4X3+fenUo8lSPCXVzpLd3ORxKz6peT144hASR6MkZG7bp49uWvd73jZmQHBpHwiEs+9Ys3LxkBQpjebj1xFH42+vOBEVA3X2bM6Qr5gzp2ujvzfcK3Pshdyk1X9NLygJ1v7HeYJkpRrrGcJNjZHCbNWtWk7/Asiw8+WQw8lql+Xhk+adpBo2mQL2E3GtJDVbd2uV7+n4AeGXdDvK6V5dSyWkGx6MrnAsN15MP06QJwiyl9nsvaUNzuZQ6jAShEKphFl+kuRRup42qwE2VIzC8Wyk27uZdYE1dh6mymZ4Hdd/Ysj5mr2rJZDNpglvf9PLuucU5EfUJ4jupcYm6Lu2beSF/TvvdSASUWEBiKJRkpKyplWWkDCqYflvC4S4Xafo5tnnCC5mrc2AupYlaMm5nSmAMpFxKg43h5l+fL4iGW63BLZPCzT6sc2tey4LDwGOyVhjfswPmDO6CpR9sztxYgqqELAtzUw/+nPNYcOsgP+rmnmkkbIFIouk4UMyFMDFuOBVu7mumkd3b48GvTc9YXqpEs8OKMIi9l0zU4J8AIj1sh/l6THqQ31YxWhk888wzTf4CypKutHwumTbQcx1UEMnOJbQRjZrM/VDZTehVhtfXO1Vu1CaRdSkVKdzM3wdqISd2KSU20qbx4o6UN4/hJpnsgsSxCHK5b9JYUkFxdN+OGNG9PYAMhhWBu7M0vpAjaYJAURWUCtUvSvOj2F9Vg0QyhU7FcRw/pCsWvUafZkoINoab+QmlF4Wb23OWKNHoRamZS6lY4Ra2gGA85RoIzqVUEGetphaSJhwUGABaq7Egm0jcvjNhakSTussF5bZfXZvExF5leNYWdkSiaCANblQMN4Fy6B8XTMWN/16O4liewxXbV4VbNA9A8HGpmoO6GG70c5QY0cikYi5j/a/OGI8uJXGcNKLHF66OTVTOC9+Rpo7zdqNLkAYpP9am/FrRzNCU6werThdY8/2KW3lpP7bDijAEe826f2v6IaxkjZXJmNi47kz9Uu1tdRgZ3D75xPumRGm5fO3o/vjvl9LjSZ02qsJzvaUFUcwd3BWPf7gFADC5Tzn6dywmy3oJ1OnGWWN7kQY36vu4QSUohRuF6+Rh6AZLGUZcY7hF7DHcct+lVHTKlSMKtzPH9mz4f7d7TLXPNE6W9CTKVa7uY3a+bHDyiO64YtYQrNyyG8cO6oJfP7fal3qDVLjZ+4EouLFhG749c5DIwCvvm5xLqb2cbNGWjfc0kUwi4ZMrW2M49zjqAOhQDa0i4pCo1oJ2yW0L2Mc9t0zCmTDd9Evd5YI0uFHxfCXGC9KltIZyKTXvq/07FuPDG08CAES//T9pf+unws2LcTXXcXMppdaafiQgA4BZgzpjWNfSjPVmojoRzNhtR3K46xU/1lhcHabKrlxXuDmNTC5rJoERTdLnKViXUmGIH29JEzKo1hr9xkx71cZ7LI3hZoaRwa1Xr15Bt0PJYX5/9qQ0g9voHu0xsHOJL3U/cOE0/PHlNahNpnDh0f18qVMCFxuHyhIjWXzw/vp0HQsm9cVfXv2Ya2bGvwe8JU0QZSl1Nfqlf242l1JBKnNn8PbmaXPjxbtURWR6Kpfpt3lLmpDbk2o4ZGFUj/YY1aNORWgaRyZjvR5PPt2wu3r6tRC7fOYgjO3RAcXxPJw6qgIfbN3L1+tV4RaQMTgbY0uiNoXalP9Gqfo4P7sPVmPhX1/Gy5/swPxxvcjkOYeFrlF+KniUzNj7oVs8xEzUJlOIR8IZA69LkyZIVI8SqhN0jEOJccw8aYJ5nfb4Qo3b42c8O7dkMy2dLXsOGWeYBmSueJJ1RVMPqasSSdFBRVOxty9I44Lb+n9yn3K8/MmREDnHDuqCJ1dtddbBrNNMY1Tn+sGq/bA9HAohZFlkX6Bup2l4FkB2L+JMvXQMN3MjoesBqDDOsqlLqSTWM6CejvW03tlC8ZWa//oK7ntjHaprkzhvQh/f6i3Jj+C7s4b4Vp8UbqCgXDElCwouJhI32X1z+kAjg5vb4EqNj9Tv2HnAGdDY3aW06THcms2lVGBEy8U2S2TiAN9mhwotgyooyPgQzY0kyLMEu9sn4J8iV2JkchpX+TYURvOw4Ki+ZvU6FrCyE2M+E7RMIUklTQia4BRudQaAO5/6AA8v3wgA+NUzq8iyh2tkG8d1Ow94b6BijP09K/RghEkkU0bxz3JJ4Ua1g3ITdavDDmV4lvyGNINbXgiNlzyHfDQ++nVok4scTtQaq5MBfr6hDRX+zDduUEbbIJBk/PSK2327evZQnH3vizhcU4tp/TritFEVtMGNuZ+mLqVBeRv5Bb0+tlCVcD4PsqzhfQBkh3554RDCIcsxXkoNeU4XZre9QtPXWCKvB2Eyv7aKGtwUI/LCIXx1Ut/MBVsYXNwpamKTSOYl/voAUBQzexXd1SXOf6N+X70Lb2MsyyInA4CK4Zb7RhhvsutmcoM1jIkgSprgQyZIDml8uOamqZnSMkG9Dn6p/TylgHd5Tx1xQAT9ze20kqrHP5fS7CtRg4vhVlfnD//zXsayh2oSWVFqKO5wKgk/x8FEMmmUjTNnYrgxWXFrapOoTSbx/Jrt6FQcx9CufNZtUuFGuJSKDG6Nxgr7GshPhdvyTbt9q6upnDexDxb7EIvUTiwvxI6xpuFL+LLm81hTDW5BqTrtcFkmqYyf3r+Lv28nDe+ONT84GVv2HMKYiva49xX6AJ+rw9hLIsddSrn+RmU+lvRjP2L1RsIh1Nr6hSQMB+DN40CicJMcrEq8ntoyTV4ZHDx4ELfeeismTJiA0tJShMNh8r+8PLXpKbkLZ6igBhCRwo3NSGP+fecTBk6xSynx+zhDAzeR2pVAfsYMCArJJsiptGmeNpsq3Kh7yhmOpe6yngw8Lc7g5pfCzfyU1M7Xju4vqltiGHNVonoIvAsA3Uvp5DZBJk1oDsN4IilTEplSb5Aw4XCNzKVUCQZuXvDT4FZt6AZXLXQz9lPVldYOTuGWSGLOr5/CMb96AiNu/zf+9PJatg5KzZZMpdISSKRSKZEBpfHYZ18D+RnDrTnO5vqVF+GWE0birHG98MRlx7Jxj70SdklYIEncJA254DC4NVEhE5SR2Y5kzvNCQTScMYZz99ICjO9VhnAo5OL1YDaO1dPS13mAS1w2D+FZ3MpSWODiZ8sUoE43UcGaUBAnV+L1EApZrJKNusdtlSZZw/bs2YNp06Zh5cqVCIfDiEajSKVS6Nq1K7Zu3dogidfYb0qQZNqsmsAZKkwHRoAeiE0VR/X0Ky9yXLvj1DGOa1KXUur7Fh5Fx8rjToGKbeo7WVyv5pmc7Ys/WbD55le41U9g1OaLUjKyi6sA42TZ71NTF8bZwt4+32K4CeI9AnXv+oZdBzGqeymumzvMkZAmrW4PsQj9MpZSCyZJjEquX0hdRJ3lg+9vpgYQKTW1SazZvt+o7OFEUpSlVAmGvFAIVXDOj35mKTQ1ElTX0soyr/VKqXNtdd6Tp1ZvxdOrPwNQZzy76qG3cMFket3BuZ8eTtTiLy98hCseegtF0TwM6cKr5Ow0HnPsY5WvWUojedh3OLsxE+ORMG6cN6Lh86vrdriUbjrhkBVYDDf30Ai2dUUT36dmNbgFsIb864IpuH0pr4g2TRQmVbg1x7zrBVHfDLAf2/nK+N746+vrjOoNh0KwLIBaekj2K17W/5IDW6Buz0vFHlWX0iM0aVT48Y9/jPfeew9f//rXsXfvXpxxxhmwLAubNm3CgQMHcO+996JLly6YNGkSPv44c1wqRTHhmW/Pbvj/ssIY/t/xwz3XyW0cJQo3OnuN7HTJsiy8ee08TOhVhu6l+XjpirkoL4obtwEwV9oNYhJecHUX2gxuEpVNi3ApzZHg/6btME2OQZXNpLySLK78cv3IRKaArKY4Ar36FWdN4JYAAH8+dzKq/+sreP2aeehTXuQu3Zeo1hzGOXOXAElsOICPUSkxPkriBQKEC2oW3lPqAMIPamqTxq4Wh6rVpTQXMJ3/vcx5EoNbLsRwS6ZS5Dty/1vr0z7vOuiMGwsAtS4K0u37qnDlQ2+hOpHE5wer8eLH243bZU+a0Bg/FW5+zU0SsjXvhixL5FIqCbniZiSwF6cOGE3Ilksptabyyyh19ewhOH9SX/zlvMn40sgeLuEZzJ8Hd93U0JTrCjfq53FrPeq+8UkTzPeEQN2zq0+EdsaYnpjYq4wRcsgMo1lzKXUxlEnWvLl+EJ9NmqRwe/jhh9GtWzf86le/QiQSSYvpEo/H8dWvfhXjx4/HmDFj8LOf/QxXX321bw1W2i4zBnTGyhtOxPJNuzC9fyd0Ky3wXGdQLqVNGXzGVnTAa1cfz/47kGmh4qy7cdaiet7YsJP8e9N04X6pbIJE5lLadIXbyO6lvsVxoU4oqc2MKIabV4VbM7sPT+pdhgNVCby3ZY/nuoJzKRXG4CAMf4eYeC8Sd2d7/xE9O2HMQEmMSlOVRC66lAZFjWGsLqBO4aYupc0P6xrtY2xBUyNBdSKJz/YdMq43SLUPVTfVXw9VJ5BvSyjhZtB+ZMXGJhu87UkTGuOnwq051BteksdEbBlb3ehcHGfrpn62H+tjqnxT1xUHfTSsulEcjziumT6T/EjY9d38yrjeGFPRoeEzHyfPec3U6yHT9VwJE2OKxKVUEg5EqnA7fXRPXDFrCHYfrMagziWwLIuODe6SNZbqGo5EaCIBRKZDzcYKN9makLtvLXiZ5jtNuhXr16/H2LFjEYnUDTShL+5oTU1NQ5mhQ4dixowZ+Mtf/uJDMxWljqFd2+Gs8b19MbYBbkkTBC6lghM8rxl+pMH0S4jFwDsbd5F/b5q9SKIWK4iGmyWTlyi7owcjYfv8qKxhLpieXEliuDlcazPFcBMYQezt8OukPRyy8OBF0/D61cfjlauO981oG1TSBGkwXUlKdYeqy6dguk6Xa+/KWYBLmmBmqMjUf1qaa4sbNbUphwqI43BNrSrccgDTjZhp/EYKyiWHoro2iTue+MC43iANbpSRkDKUUdnRqYQJ9XiJO+emcPPTENMchnAvQexNM+gWRMNYcFRfdkzmEgVQ0Icw5vNNLriU5jPzHcDsFVy8E+pj7uVHwvjNmRNcv9d0bSoxBkniSAP+KnizgSyhh/OaXzHcwpaFLiX5GNylXYMoiSrPiTDMk1iYrwkzGYIbi6eka0KJB1hbpUkKt3g8jlgs1vC5pKTORW3r1q2oqKhouN6hQwe8+OKLHpuoKMHBbXYpA4bsBE92umSKVOH2wxNH4n9XbEy7NljoUirJaGhX2ViWhXgkHJhrFofESOgl+2FpgX8GN/vjkxh4/XIHsHev5nApLYlHcNrong2ffTO4OWK4+aNwo+6RxEXTL5cAL0ZmSVmAN7hRi0euX1BjRV7IYmNTtbSFvxs1tUn88+0NRmXV4JYbmCb/8HKodkCgcFuxebdxvYd8VHU56zYzbOw8UIUe7dMPSg8TCROk9VKkZSm1K9x8dDUc0KkYG3cf9K0+ExxKZonBLRbGbkYYeda4XgiHLGzbdxjXzx2OoljE+BDWrR2kAlxwcOy2rlh4VF/8mcnG6WefL4jmsf2Rnv/pMaCsMIa3rp2HV9ftQP+OxRnXTKaqbkncMs8Ktxyfd2XrY2qfZ26ca0qcM9M6qGdtWeax+qi63WJD25GEOgH4vbQa3I7QpDenoqIC69cfOZ0dPHgwAODZZ59tuJZIJPD666+jrKzMYxMVJTj40wXzTbTXeBYS3LLBUL9lZPf2jmuU6g1wmaAdWXHMT1SA5nH98hRAXtDeopg/WZhDlpV2ugTITtr4yS79c0a3PQ8x3Px6zkG5Jdvfm1jEvN7OxXHMHNCZ/DfPCreAjGi+GfKI/sa6lArca70uYLMRwy0oapMpNli8nX1VNepS2szcdtIo44yNXmKAmh5MmfadevyMW2bHVDG280CV49qeQzVEyTo8GdxcFG5+Kp9uOWGkb3WZIlUGN6Ygwq9XurXLx18XTMHj3zoWMwfWzXWSWMQy9ZXbfBOyfeZ/3wWT++GOL43BKSN7OL7fzz7vpnATqctCForjEcwe3BW9y4oyH4AaxvWVGNyk170oKjsXO+NQB43kXogUbqQbpYv4wLAdfEw94vBSGC9YWt6kXXy9anDLRJN2MtOmTcN7772HPXv2AABOOukkRCIRXH755bjnnnvw6KOP4owzzsC6deswY8YMXxusKH4ikVf7o3DzbjxgJ11mgDx7fO+0z9fOGUaWYwd+u1pMKDVuDtcvhypPYjgSbJj8UkmJYnAQ17l2fLor/fQ907OwG0zcDCCOLKU+PWcvroPfPWYw+2/29nGB/ylevvI448QUgKy/ubmUelHD+aVOpBZM3L0jT/tFmwTzdrTkGG4AsHbHPqNyew/XNFuW0ra8WB7SpU4JfvKIHrh02kDjza6kX148pWmZ1qsTSZw0vLtx+WBjuJkpiSiD2/6qYAxujZ+BU+Hm370Y06ODb3WZ4kVxZE+A5VYvYB5mxK2s1/nRbW6K5YVx1eyhePjrM/DN6QPT/u2gj32+ICo0uJmqYTOtxxzeF4xRg7jMtYF3NTVrs+QA9Pyj+hqX9QuvGXQlSi2pwk2SYIN0PxUar6k9IXcvBnzh6pypXXXtMN8ft+DIH77TJHnGWWedhTfffBMvv/wyjj/+eHTr1g233347rrrqKnzrW98CAKRSKXTp0gU/+clPfG2wovgJd3omkf56TS0thQ2mz/yW208ehW37DmPtjv34zjGDxFlKnUE6ZZNMUFm03PCWpdR8QREXxAFzC1gsWZRSz5k7gW1vc3nNfKKa/lliXPXP4GZrQ4Y2j+xeik927seVs4agon0hW06aNOHs8b0xrGs7fOeYwSiI5okSofincLMZQF1PHQXvqa3NlmUhHLJIJRWdNEGQpVSUWc1t8Zj+uSW7lAKAqZfogWbMUhrLCwVqrAmCE4Z1w79Xbs5YriAadjW+vHLl8SjJP6IGN1e4mfXLyqFdcfLIHvjdi2uMyjcmmUrh6L4d8eh7m4zK768KzqXUVJW3m1CzubXLNJ4dRbrCLX2s8utdGtm9tFkOE+1fKWlDPC/MupRJDApeY7hJ5ke3dUXjOdmuuvbbpZSDNj6aHbhnMs4bx3CznNe5tRsrMjCcpyX9zU0Z6BVuvUKt0/xQBno1HAP0vpLLwkur4czds7n3xtSTyS07sETt15YP7ew0yeA2depUvPzyy2nXrrjiCkyZMgUPPfQQdu3ahYEDB2LhwoXo0KFpJ0B33nknXnjhBaxYsQLbtm3D4cOH0aVLF8ycORPXXHMNhg2jVTpVVVW466678Pe//x2rV69GMplE9+7dMXXqVNxyyy3o3t38VFBp/fBBYc19+6WScq+wJwnM+NirQxGWXXZsk+sVxXATuNcGiRcjoalCoWtJPvqUFRm3ics6BHif+LmFjd2lOLPCzfxZO1xbfJpYpbG63r3uhIb/X/QqHc8FIBRuGRaDPz5ldJoBLyowMkmMXRKXUr8UbtSiO09gcGNjuAkM7hJVJ+DNtaUls78q0WwupfEMWfRyEU7FM6xrO6xslO34huOG44ZH32XrMd/syvrlk986BuvefRXnnjoVL6773LWsG5Lnku04YxR7DjmTJrgZ3F5bT2dTN8EtS6lf3Hf+lMAOE+ORMGtwdB7CmP++WF4IeWEL1QlinBes3UTJcQQKMKq8u8GtkZIxQJdSscLN8F6IXUp9mEsliirAm8ItSBU6l92dXtuYH/qZGh7d6gXMDc2SvaIoQZ9wD+olnAzAr4/V4HYEfwIQfcGkSZMwadIkX+q6/fbbceDAAYwcORIjRowAAKxcuRKLFi3C3//+dzz88MOYN29e2t9s27YNs2fPxooVK9ClSxfMnj0bALBmzRr86U9/wsKFC9XgpqQhOQWQDMRBK9zIuolTLlm9ZsZHqcKtOYKsepk83NzaYnkhlBfFkBcK4Z75E7Bm+37jNtXdR24R7a0PcSew9kWon5kg7Ytmv2JqeVvgmRsIM2UpdSofvRvcqfLcQoUqK9moSOOyscpZUuFm7jIviX0pcylt2Qu53mWFWLfzQMZy+w43n8JN4nadK3Bxqu49dzIefW8Tdh6ownePGYx/r3RXh5kqiaTjVXE8D2XxECzLcjW2Z8LP4P/ZYO9hp8LNLUmEJCmEHbcYbn5RVhgLzOBW4GJws3+lpA3RvBDyQhacpk/vKnu/Yrg53zu+bOM1ucN12NcspW4Kt6bfC/kBKHfYbm7UlMTlI9tg0N8sC1h03tHYtCc4Q78kiYUf4YDosi7rFcO6uftuapyTrEu5euvK2wz5PsWGaw4Pp1zFV4ObnzzyyCMYN24c4vH0oIv33HMPLr30Ulx00UXYsGEDwl/IxZPJJE455RSsWLECN9xwA2666Sbk5R35eR9//HFDNlVFqYcbDCSGI2qgCYUsWJbTbcgfhZv5KZcEbiK2f19QMdxK86PYTZyCNwVJogdJDJ7TR/fE386f0vD57udWG7dJGidLckLFKdzshhGpC4PkBC84hZt5vZKYGplcSk1dP2k1rES1Zr6wcX33PMR7A1xc5qgYbgKFG3u6LN2ICQwb3z1mMH7x9IcNn48d1AVPrtrKlm8OBnQsNjK4VSVqHRmMs4UksUhzUNG+AFv2HGrIbPvlMT3ZRDbF8QhubhTkPmMCGcP+JnXxa/w+eXGLliZOaG4oY35Qrq5pWUoDMriFiURHfpEfDQOMraIpBpB6Ynlh9uBP5FJKGg7M5w+3Ntvb0VSFm58G6QJp0gTD+GmZDimbqrJ1KytVuEk8Dr48pie+NLIH+nUsxqTe5bjzyQ/Ysl7oWBTD9v3OmJCA9NDPeU0S/N9tvUnVTY1FfOI+yv1UsG6TupTalaUuY5vEUKn2tiMYzUSJRALbtm1rSJJgZ+fOnbj44ovRo0cPxONx9O3bF1dffTX27TMLCkwxZcoUh7ENAC655BL0798fmzdvxqpVqxqu33vvvXjllVdw+umn49Zbb00ztgFA3759UV5e3uT2KK0TiRyXt+B788GXEpR6zpcYbh6ylP7lvMlG5UzwYnxwV9mkf5Ysdt1Kej1p4xJm2E99fXUpFbh+SPAShFwS6DWTws1U2Sl1mbHXK8pSKiorWzCxyQ0ECjdRvdLYPoYBpAHg56eNxT8vnIZLpg3AJzefgn7l5q7f2cI0RlV1bbLZXEr9Sgpjxy83k05FcfzjwmmY1LsMp46qwJ2njWMNbl7duXgFiPn8aG+HF3dHLzHOmgPKQHggIINbyKd77Eb9oUMQCo5Nuw+x/+bsl+a/LxoO+RKjyqvShlVqEUZMt41/43fSrhT30xXePYZb040gmcZBc5dS4nkIY7iZttmtv3UoiOLsCX0wqXf5F2X9eTcm9ipDSbwunmbIsnCvy15BlkHXeZ0bL/yI4UYr3Mz3oKIEHYzHk7H6UpoQQqC+bKsYKdzuvfdeXHzxxfjBD36A73//+2n/tmfPHhx99NFYs2YNUl/IedatW4c777wTzz33HF588UWH8csr9aq2aPRIQPDf/e53AIArr7zS1+9SWjeSGG5N8ZW367V8cSkVuLaK6jUMCp9xI29b53Dl2+VH8IvTxuHZNdtw/JCumDesm6zBLtgnC4mrobu7Q9ONTG6n4UG5Jds3zJkW547f57bY9RBLxr0N6Z9FCjeB+tIvhYtpNiquvMSlVBTvTahEZbOwesxSyvUhqhu7vaf2arjNR11ZC6eP6YnTx/TMWK8dLhiz3xw2DDZfU5tEyGoe186gXErb5Uew66B3NXM4ZOHUURU4dVRFwzVuc2zvA5mUT019/0UGt3DT769psoJcoSrhNIC4ZSltKpIx0wv1qvKORTFs3XvY17o7F8fx2T66Tm8Kt5DIxd80+L9bWYkrniQGaF09R77TkTQhazHczBVVVLIiSTItSZZSucLNcP0vMDL5tSbsW16Evy+cisc/3ILRPdo3GPQoJB4HtMJNsl4x3ytwdUsUh+RvE7oIs6GD7CFiBHsmgB9nNYbbEYzehmeeeQaWZeFrX/ua499uv/12fPTRRygoKMBdd92FFStW4KGHHkKfPn3wxhtv4I9//KOvDV60aBFWrVqFgQMHom/fvgCAffv24Y033kBxcTEmTZqEl19+Gddddx0uvvhi3HbbbXjvvfd8bYPSeuA2g14VR1z5IJMmBKFwC1mWyJVLsmgLWxYWTu6He8+bjLPG9/Y1JpNE4SbJfujN4Mb/m9f4KRz2RWimv5WoiIJSuEk2sN89ZnDaZ/eEHumfpQY3iUFKct9cjWgC91rRCSW1YBKc7IpOgQULMbdnYjdYsy5MgrHbzqyBnbMWG44yQFBUJ5pP4RYPyKW00EUxIsHLPO3e14j+ZjgeZ3QTa+zu6EF9Zdp/coVsuZQ6DzSC6cP1408Q2ZI7FTu9e+rxsgaJ5oVFWQ1Z10ivSRMExjlXg1vjGG72pAk5qHDjkhVxmK5ZaHdHXghAXzdTKLl7i8g8KkwJhyz0KS/CxVMHNBjbpvXrSJaln4cf+zzKkCc7RCddSgX7R5nCTfacHSFifFDvAWpwa4zRquftt9/GiBEj0LVrV8e//eUvf4FlWbjpppvwzW9+EwAwbNgwDB06FEOGDMEDDzyAiy++uMkNvOOOO7By5UocOHAAH3zwAVauXIlu3brhvvvuQ+iLjvP+++8jmUyif//+uPzyy/Gb3/wmrY4bb7wRV111FX760582uR1K64QbVKgxQpr1hRrY/DBKcAtIrwObaWZWqYzadLKzLMs3dYmnGG6CQKj+uVE6r5m6+LphV1Bk2gw6fp8gjkNzuJQ6T+X8MV4BHhVugrhsbhtCkRpO8PuofsApAuikCZzCTXDa78EwJq3XrV/cfMJI/PW1T9C5JI67vjwBk372n6yohyQupfFWljSByyQqxYtS062vUbfb1Ejgpiy1l5eod+20BoWbW9KEpiJVMnr/Pv/rd0sY4UVFFMuTupQKFG4+xHCjyhrHcLPNo34mmuFi5ALejSB5YQtghJ6makbJXMo9p8c/3EI3wv73gvW/X8ZoUXxBj8Yg3oOI+i7vbpd87GyztRS37/OcNEGw7narN0vnly0Co1XPZ5991pDxszHvv/8+tm3bhnA4jPPPPz/t3wYMGICJEydixYoVnhq4dOlSPPnkkw2fKyoqsHjxYowbN67h2q5duwAAK1aswNtvv42rrroK3/zmN1FUVISHH34Y3/72t3HHHXegb9+++MY3vsF+V1VVFaqqjgRi3Lt3LwCgpqYGNTX+S9+bg/rf0Vp+j1eStfSCr1005LhHKWYCt5Ai7yfl8hSC93vPTXjJ2gRqapo+ulFrhHDIItubF7IaAlWnkarbBDT+G25PEbacdef5ZHBLJZNpdYfA15msrU0ra6X4jYyVsj1rwaLO7cnQ94IpnEoa96EQapHW3Fr3TX5dHzryB6mUS3nbPbZc7rEEC/b+41Kv43m4tJe4byHLYhfmdffiyL9x/ThkOd9p9/6WMHo/ACCZNO+bydoEanDk31NJvqz9/QDAujBRZcPM77Pfsy8qIMuGiHHT7V6Ylg0R71LIpQ+dN74nrpt9RCnp5qrqJ1WGBrfaZAqJZgqQnynOYVNxC0IugZpPufEiJXiXQNVrOB67vXfAkTG4pqYGVoaybhxuYVlKD1cnHPf0QBAupbb336cwUg7qvyNge54TyZxnI88C8pgNOjXOc/NYmJjzuPeJmh9TSf5wx1nW5R1JJhrWN25zrldibp2IXFfQRal74WbYsK9NuXmM3Fcw95iadwHgvAm9cPNjKx3XTZ8zAOe9yDDGmkLtsbgZhCrL9g37uwQA3P6DKOu25q1NOMc7qhtxzyPKGNdM92PUnqKuLN1e+zvNvaN1bTZfj9nX8ya0JDuFpI1GBrd9+/ahltiovfzyywCA4cOHo6yszPHvPXv2xJtvvmncGIonnngCALB7926sWLECt9xyC2bOnIlbb70VN9xwAwA0tC2RSOArX/kK7rjjjoa/v+iii1BVVYVvfetbuO2221wNbj/60Y9w8803O64//vjjKCgo8PQ7co1ly5Y1dxNygqpaesB8fOl/jOtY9eEHWHJwreN6TbUzi86G9euwZInZSRLHfibV9rJljyPuYXW54zPnhjucqsWSJUsc17kJbO1HH2FE72ha/9q7m25vTXWVo+5MmyBT3n7zDVjrjwxvG9bTGY0A4OmnnkT72JFZaMXn/EZmy6ZPsWTJtobPy7eaD7aHq/g2VFUddtyLndvpwMlr16zBkiUbjL5z2dL/pJ2A1WQwZj73zDP4IP/IvXjvc37SffWVl7H7wyPLno0b+N8n4cCB/Wn3YuOnfL2ffLwWS5ZsbPjs1t73V67Ekj3pWWXzrBSqmVvy+H/+k3ZKuP4Tuh1bt2x2PLuP1vHxqZ584gkURo7US7139Tz3zNN4P37keazazf++pf95LM0NbtMB/l16y/Z+uPHaq69g36r05e3qT+l+//jS/zgOBFYw78jyd95Gweb0A7n9e5nUfIDjHm/i+kXSOWat+5jvQ888/RQ6NHr/k4nsGDL2HOADo9s51EzGlc93bDcum2cBCcM9b9X+PU1sUTq7dn3ueNarNtL97emnnkRxo/fu3R3u99Re745t9PP6dMMGLFnyWdo1C2C3Yi++8DzK4iEsW7YMe7nB5wu65Fv42uAY3txRiyW2d27TZ9uYvwoWt9/mxqebtzju6dp1/sY+A+qM/o2/Z93H/mQ+b8yx3fIavuPwwcyZhqVM65yH5z+j++f2z7am/b6Vu8wNbivWrMPhQ3T5VR9+gCWH0tex69fR4+bnO3c4nuWaT+j7/PnOnY6yB5mBIpmocZR9dyf/nj7x+NKGOfq9bcGNkZ9+vIb9t49WrcKSqk/SrnFjxZ7dzvEqmeDXkMsefxz5eY3WIMw8dvjQQeN7vGXTRixZssNxfcN6+vnZ6/3QZQ2y7pNPsGTJ5obP723xx2CyaaOzzZ/vpO/x+yvfw5Ldq9Kubd1MjzMbP3WO3UCdYdS+VF7z0WosSaxLu7aW6fMA8NSTT6Ikmr4W2rLJ2Y4NG9ZjyRJnBvVdxO87dHC/8X6suuoQWXYfs3+0v9O7q/j14+5duxx1b2fWsYcOHCDbYUJLsFMcPMivWe0Yrbg7dOiA1atXO64///zzsCwLkyZNIv+upqYGJSUlxo1xo7S0FNOmTcOSJUswefJk3HjjjZg7dy4mTJiA4uLihnIXXHCB428XLlyIyy67DBs3bsSaNWvQv39/8juuu+46XHHFFQ2f9+7di4qKCsydO9e339Hc1NTUYNmyZZgzZw4ikUhzN6fZqU7UAk896LheWVlJlh/wzmP4aHt69t2Rw4ehcuoAR9mSN/+NnVXpi7H+/fqisnKUhxYDd378ND7c49wIVR5/fEPmrKbwwK5Xgc/Wp11rV5hP3ovYc/9CNRF/ZcjgQcDhT9L613+tewYrdzs3B4UFzrrjLzyEw4e8T9JHTZqI2YO6NHx+ZckKYB2donzO7NlpMVPafbwdePNpsuygfn1QWTm64fPhdzcCK14yatPXpw3Cz59aRf5bYb7zXtz72Yt4fccmR9khgwaics5QZyXL/uG4dOIJJ6R9TtQmgSf/ybbx2GNnoUfpkcMFt3sxbeoUjO/ZoeHzU1VvA59+xNZtSruSYlRWHtfw+dmad4ANzvkHAAYOGIDKecMbPpd+vAN48ymy7OhRI1A5qW/aNa4fA8CJJ1SmGbDeWroS+MR5AtyzRw9UVk5Mu/bxc6uBj94h6513/FwUxY6Mvf/a8xqe27qOLDvn2GPRtV1+w+eun+4CXncuQiwLOMH2rNfu2A+8RC90jpo4EXMGd0m/SPQfAJhy9GQcZQtSvO3Vj4EP33CUPbGy0uGWzL0jR00Yj0pbopQ7P34aH+ymjTz29+OJw28DG539LRqJOMpyzw4A5tre/4JX/xd7avw3BNhJhfLA+hLZMDVk+U33rl3wBjEGURTGIthz2Oz3VHTphPd3OzcZUjqXl6Oyckbate2vfgJ88Lqj7JdPSu+bsVWfAW8/y9Zt70N/2/EyXtn2qaNcvz69UVk5Ju1a3lP/ZAOhz5w5AyteeR5z5szBoVoAzz7EtqG4qAg3fnUeAKDD9/6VFvOsuF174HPnxhkAJvUqw6vrd7L12kM3dG+Xj017zAzA/cqLsGbHfqOyjSkt64jKyulIpVJ4Zd1OpFJA+Y6PgC3Oe+qFeCya9uw+fPpDYO1yX+oujOZh1sBO+PUZ4xrG5dL3lmLjAX8MyPVcNGccnv/rq+S/devWDZWVR7I0tv9kB/AGPefZeX5rAsO6tiPbO3zYUFROH5h27aXUcmD9h46yXTt3QmXltLRrq55eBax511G2S6e6596Yg9UJ4Ol/OcrGYzHHe1e4Zhvw1jPk72k8R6dWbgbefYEs55WxI4dh0Zq3yX8bPmwoKmek37fF214Ctm10lO1UXo7Kyplp1wpfexR7qul3r/L445DfKH7c24+vBD52zmPtiotRWXl82jXuHvft3QuVleMc19e/8BGwOv03jqtoj8rKOem/YcPnwOtPkO0d0L8fKitHNnw+9M6nwHsvk2Ul9O7ZE5WV49Ou/ffmF4Cdmx1lx4wahcqJvdOuLTnwJrDZKYro07sXKivHOq5Hn3nQEfJhyOBBqDx2SNo1rs8DwHFz56B9QTTtGrVmGdA3fU9Rz993voJXtqUfrJeWlKStjeuh1rHFhYXk3u0Xn9BrLPs7vfNAFfDcI84fBqBTeZmjHz+05zU8u2Wdo2yJbT1vQkuyU9R7QppgZHCbNGkSHn30USxduhTHHVd343bs2IGHH34YADBnzhzy7z744AN06+Zf5kEAiEQimD9/Pt588008+uijmDBhAnr37t3w77169XL8TUFBATp27Iht27Zh27ZtrMEtFoshFouR35nrD11Ka/xNTSHEZAnj7g1l0Irm5ZHlqRgDm/Yc9nzfuThOsWgEEQ8xd6h68yP0b+P89aNfZCRu3L8izD0Oh0KOuiXxydyIR9P7d8wlU3LMVjY/FmXLFsRs9Ub4ekd0K8XaHftwsLoWswd1wQnDe7AGt3DYeS+4NseYZ0LhuL957jv3eDSa9jfxKH8v7Pc44lM26jxbv3C7x9G8cHp7Y/x9ieY5xzy32B5R22/Pj9J1R2xtqGsz3466e3zkN8Vdfl88FrX1TbresGU52lDg0o/tfR4ApvbriBfWOhdiMWKuyCf6hWUBMeI740zAaaoN3Ng2vGs74h7T9YaIe+HWh/Jt9zjomE/1VDWTm6gEt5iBdtoXRo0NbkVxf9Ye1LjJvSP2vsmVq8e0b0aI+T8StsB5DMe/GEcikQhCGZJSRBr9Prvrmb3/XDi5H/5wzlEAgDfW78SEO3iV/vFDuuLXZ07Ay5/swIReZbj24bfxr3fNDF9NfXY1yRQikQgu+8fr+PVz9AGKH9jXFdy43RRW/r8T0KtDUdo1r2uWkngEpfkRbNhVp5To2b4A43rxWRgjtj4fF/4+bnyj1rHcGoSe85jswNQ7avEB+k3n0rxQ+hwtvQ8SivOd+8J6qPUYO1aEnffNLSZaPBZNW9PHmXthXwcBQEGIbkOUWT9S6wWqXrdx014+0xhrtxL5WAAAmW9JREFUCtnfmHscjwqeB7N3i4Qt2Kcy8v1wWVdQ6xtqLcQ9j3yiLPUu1V+3Q82NAH8v8sL2Z8fvFexlAf5eUPs8U1qCnULSPqOZ4pvf/CZSqRS+9KUvYcGCBbjqqqswYcIE7N27F926dcPJJ5/s+Jt169Zh1apVGDXKm5qHory8bjLavr1uc9CzZ88Gl9bPP//cUT6ZTGL37t0AgKKiIse/K20XaaIBKqYNt+CiNvP3v7WeKCkjm1lKuexMfgSQJ8v6FIBYErzVNDAt4Jzk3cqeNLw71vzgFCy/rhJLvznLdSMvyTJFZUsypT4xBYckEYIzK2YwSRP8enZeMw9LAj1L2uzWLxwBwNnFEpXwxLxeABjSuR1Zlk6aQCzwuOC9bLYsb31ekm1P1IcEG2i3YNqZME2a0FxM6l0mCnotMVQGmaWUakdjJW490oDe3NwkTdLR+H2QJG6xl7UnTWg8bmaKvRcOhdC7rAhfGd8b/TsWi+5FU59dVaIWew5VB2psA4ikND4a0Kk+4DUTY17Iwt/On4KxFR0wpkd7LF5wtPtawcN4NaZHe1F2Z0lgej6gv3mgeEnSBHufDTK7tFvMScl9k5QFzNdCkufBXafGjK17nUpv90QB6f/m17tHJiwQZGGVBvSnfiO5RnfNMOv8tw8/c6qhuPURJe6QPFOuXtM+JM1Syj1rTZpwBKO3Yc6cObjxxhtRVVWFxYsX4xe/+AXWr1+PeDyOP//5z6SF75577kEqlWpQxPnJs8/WuQH069ev4dpJJ50EAHj6aaf700svvYTq6mrk5+dj8ODBjn9X2i6W0OBmmjkGCC4dfVDpl6l6uQ2lLLW8ZPHhz+hsnzAl2eDcNh/2SdBtUsoLh9C1XT5GdG+PUMhyXVhJjI9eDauSNPQi45xP6b8lGwr7d/qRNYorK+rHPmXyMjXOSTLBUfUC/CadXFwJDh4k901m1BCMQRLDseD9KvIp22aucMHkfoiEQ+hako+ffmmM673o3MgN97MfnS7KluhbllJDYzepTBduBrm5ibpFpu90OBQyHmMdCjdb1s/GZTn1B1W2rr3mfb7JBreaJDYy8Vz9RJLZmeLWE0exz0+SZdCUvHAIU/t1wpvXzsNb36vE9P6d3fuEY84zf3aXzRjElpcYFERZSqng7yEL1HKBKssl0bI/C78yYlJwB89AsJm5Tecmqg7LshhDHP191JjxyU6n67ikvX49E4nRlrou3TOR2UCFxlLqWW8m3Pa5OqgM4ZLMo9x8Zbrm9Wst7XVf2pownjlvvvlmnHzyyXjooYewfft29OjRA+eccw769u1Llo9Go/j2t7+NefPmiRv1/PPPY/PmzTj99NOR10jSXFNTg9/+9rdYvHgx8vPzMX/+/IZ/u/rqq7F48WLccccdOO644zBmzBgAwLZt2/Dtb38bQF18N7ubkKJIoBbp3CBYmh9MX6MWx5YlNx4666UUbpw0PvvKIAmSyaNdPP05ubXBbpRwU5tJNvKSTZupYYvrl34Z0ez31KshsB57NW5ZIyUqO6/32K9FtH0B4maYdxqOJcpSc0MlQBsluLL5hPuARMlWd12yMHZe86MsQGxgBWNQUSyC7fv9SRbSVM4e3xv3vbHOl7q+N2co/viFWyIALHr1E7bsyhtORDKVQvuCKPLC7oYjO4Eq3Ij3idpMuvWJUd3bG5f3w+Bey2SEa1xPZoVbo78TKOfq22BKU42l1bVJ3w5l3LD/dqlh9fTRFbj98fdIl2Dqvno9JJSougDn/CEx+HUsionmMa4d1G+Wrjci4RCqbX2YKrv+czopRTYVbgdcktZIFK4SJRq1pmfVSZzaKxxCwja2SBRuFG7GeXtfDmo971Y3+Y4K+yZl46XWoZJ1HlAXGuOtT9O98Li2UeuxV9fRcTn9ULgF5S1CGSrbKqKZc9y4cRg3zhlskeKHP/xhkxoEAGvXrsXChQtRXl6OcePGoaysDDt27MCKFSuwZcsWxONx3HvvvaioqGj4m6FDh+IXv/gFLr/8ckyePBmTJ09GUVERXnzxRezatQtjx47Fj370oya3SWm9dCiI4vODZpmsJCec9oCZQN3pqVeoNvhxikBNpJzCjVOiiIwawo2KBHs9rhOjYKKxb9xkJ9EyAwi/iKKvXz5zEH71zJEYcX88+yiyXF07mJTxtnbIXEqDWVy5u0baF93m7g51dXs3okn6cciyHItotw2hU63hj1pUonCjnitliGc3Z5LNh0Q564Maru47m75x88vI3FSKYnnoWpKfuaAhzs08//vyo+E05YfkvmXbpTRO9G3JwQrg1t9kdVMuj5x7cZrCzVanU+F25N8zGWEkc5Md0425nYPViSZlN5XiuL/C9hbHI4iGwzhIzJFBKNzELskeFLn50TzhPGauIpIcrNaXt6+6qTY0VtK6fZ9f6w+KXh0K2X8jjR0i9bW5MkhyeAXQY0syRb+FmVSx9biuxzwauzmon83V7YfCbecB5yEa1b+kh+jHDOyMRa+lH2JxfUUyzpIx3Ni+Ynbd1XuHXB/T5d3csdsawY1QHpgxYwauv/56DBo0CMuXL8cDDzyAF198ER06dMBll12GFStW4Mwzz3T83WWXXYalS5di+vTpePvtt7Fs2TJ07doVN998M55//vm0bKaKUs/PTh2b9vnHp4xmy1IDNzcwUQa3Ywd1IUrKkLRBVC8xUXFSet69Jjh5vQRTl5niuPP3ubqUCmK42e+Rq/pKYuBhFgnfnjkIgzvXZVM+ZmBnnDa6giznl3udvR2+uZQKFEeSU+5ciOFmqsjhykvcPt3iIVLlOYUb9bupcUF6iuzVLYE1zklj6nk4lV9jy1idLc4c2xO/OH0cdv7kDF+NfhJjt/3fRAo3v1xKDfsQ1X9clRqS99+jsdv0/bf/LrvCLd391P1ZeHEpbeqh2Nod+3HXs3TSID+RxMikiIRD7P2gNvNe3z+JsqyuDebrCjvlhTFfDDxeD0C48tTYPWtQZ/Lvs6lwG9m9lP23oMIdSOZHrr9Sc/qD79DJUSgXRvq7XOYEQ0U+B+dRIzog9HiQxyEJJ8TV/dj7zqyqB6po9SS3HqOQGH35tWn6dcuyWIMkvY5lkliowa2BnAxA0qdPH9x2221N+tu5c+di7ty5PrdIac3MH9cLT6zaiiUrN2N6/064eMoAtqxk0KVO1VPM6ZIE0q3VF4Wbs15W4ebDKSnttuePwc2hfPLhNAyAI+5IkAo3aQy3vuXFWH79Cdh3uAal+VFWyi2JieYeo868rARHoGCfjJpeDWOSjYokuLGrws1WN6cMkigk69ph5nbHlZUkC2BPVAVqEYlBkYy14vLuSRSuucIPTxiFgV8Y1/1sr8TY7dj4C8Zuv069qXePep+eXL3VcU0Si8itvGTspup2T5rSWLWW/nd2hVvjf86k9rH/PIk6yMscfc/zHzX5b02RGDQpygtj7N9IXAKpcrWpFOxLQO8xJ81/X3lRTKgi5oxl3gxHXHna+MgZmbwZdyS4vs/k3CtQBrKH15J1BX2dMkqtY1x0qbJfO7o/8V183/T6TAqieThY7VSWUveYXa8Q3+lHfDHKqCl1KR3UqcRxbdt+Z2IKwNwAyrWD6xOixBthC9UJ556VnvPoe5mtrO8tgZw0uClKNimI5uFv508xKksGC2cGto27nQEyN+w6gMnoKGugDUmATAmmsW8AmTFI4tsvOWl3w3GCL3BrkywS3Aydshhu/pzKRcIhdCjkU9gD7m0WuZQKykqQbfrtp9yyTbRkQyFxP5U8O+5k0LLoBBLxSNjhJsJtVCwLjg0eV55b4FG/hTqJPpxg4lBJDBWCzYdM4eZ9k0lRFMvDfuaEOkga9ws/XamcWfH498PuGi15/92CkEugvrO6Num4Rm3iJK7qdde4vum8JtmImRr+JAq3zNlPbRtjgdEmSMOGH3jNUhoKWYiGzZU2puNFLC+MZCqFQzWZY2q5H3Q1XVmaHwnLFG6izblMkS9xg+tUHMe2femGCXsf9+uwlsLdjdKbV4fsQJqul2sfNaezMdyIQ5CSuDMhorvq2ZuxmzvIo/qmROEmCYHDIUkUwsXUnt6/k+Mat+4SuZQKlLecYYxcQwoUbpJEM20VvROKIoAarLiBLR5xvl5T+joHXCkrNu92toFw5ZRCDYzcwl0UbF6wMfZP4Wa6cZTJxLu1S4+X5O76YVfZmRvnAPlppimSdohiuAlPuE3rlSzwAnUpFZQVGaQFLjcAvSiVxk+TuWg4r9sTjQC0UaPu77kNl7fn4cez82pwv6lypHFZP2k8dvrpUupQPnEHFUL3Gjuc65AUag4Z1rWd4xoVOkASOxGQbSi4MZbaiJkqXO331569Mb2sex9uqkvpH86e5Fsm8aCwGxNNY1M1hroflJEZMDd4x/JCZFukMdycylLz5xHN491lRQdSAmMZ79pmvpam5rxsupSGQjL3OslBnh8hFySJELg6qLJUN5SEGWiKwo2CXK8IQmBk26WU6ytT+jrFFu9u2kWW3X2oxrhtkn4lWcfy9828X6nB7QiqcFMUAZJBl8p006N9gec2vPjxdsc1X2K4Eb+NU98EFtw8IIUbu+EWysQHd07fzEnSgru6tXl0d5QgaYebIdc0S2leyHJsDt2wV+O2GRQp3CT3WHC6TF2WGJm5d0wSTNdtU0PFY5dkKaV+d7t858k3h8QYKIsvZF42qMQtPX0Yz5tC45/u50bT1Ngtda+xw/V5KdTzKy9yBlmnVATSLL5umQAddQtUK65Ziht9Z6b7G3IxzmVqh9s8dvf8CehYFEfP9gWY2Lsc7z7whmvdzY29TzQlhhBtRJUpuOzUK9xM/l520CV478IhVpErOQD1x6WUmMeYe0k9Q7vxMmhDMOde5z1pgrnRRpqllDKM8MY55z2m1m0SZbDUY4ULNSA6IPTBpfT780bglsdWpNfr8dlxbRvSxXlABADbCVfTTkwCETKutzBLqWQ9JolF7JfXUmtATY+KIkCSsKCGcG0JCj82XRJXLF+CzXtUl8gmfvNJRqKocltsS06iJcon7wY3/u+dLozmbZbIz91wZkoUPA/fFG6SxYd5HyIXKsKNHKmS8JgCvq5e88U8pfTgEMVlE6lhvW9qpOoSR9lmOr2VGFeaWq9b3ZRBSTJ2+9Vm07GFMjJIsu25lfeqqDA1/EkSIWTqlxIVcbt4BGeM6YmJvcuN2tHcOAxuTciqunLLHsc1iVKXIhYJMYcl5pvlunaYK+ftRMIhLP1gC/lvZOxLHzwDJDHc8hnlK2UwL7SVDdKlFJCp1v2IWyw5kOYNSs5r0wi3RoCe/6lzUvcYbun/xrlmc3AKN9ql1PyAUHp4be9bXB3Seqm2/fDEUWTZWQOdCfbuY0IfUf2C7ys+rJsExmC/DtdaA2pwUxQBkhhu1YlgDG43n+B0Y/JD4SZxjZOc4PulLvnOMYMb/v/4oV1JeTZXN++2J2uDJDOfTOFGtE3oPmCK5PRVFKPOJxdYSYwjyeZDkqlQZAzyqOpkA3Qz3ydRuPEugc7ynBLEq7u6LPA2s3EgLvth1JAEsaZwS+gRJOkupf4t40zfPcnmw/Tvm4KpusgeN6uuDS5jm0e1D/f7qKQn7q6tR/5NonDLdF8k8UWzGZzeD+y/RaJw+8+lxwAAZg10Zsbkn7/Z/Yjlhcm2SN3avSQrcTsoocYyP8ZuSQw3Lp4VFZ7FvpEPul/6MYeQrviSeUzYB6nnfePxw8my1L2nFG6WZbko6r0p3Lju6TUEhlSJ9uFnex3XPj9YZfRddfWSl2FZFv624OiGzz+YN4JVrR0/tKvjGjUuce1gD2EF85jI3ZndK+b2AU02UZdSRREgidcSlMJtKCFBDsrgJpUJk4YjH05JAOD784bjO8cMAgD06lCEub9+ki3rWJQKpPiSuGwig5urWsz76ZkpksWH+71I/zdpDBcOL5tBadIEP06tqeZJjHO+KNyYe8TX7bzOZ/3y2N/8MGp6dCkNQuHWv2Nxsxkf0pIm+LigNVU+0Qows3aM6dHeP4Ob4W+nNjXyLKWCTTTTh4qJIOSuLqWN2pHpnjVuc33MKcqF0V42U93239fiFG4ZDG4nj+iBkngejh/aDXOH1G1yy4uciYd4tZfZ/fhs72FUEC7oVF8LhSzjhDfS53H93GG4/fGVjuuUEkVycCSO4UZc554VZQyyG1yC7pcyN1HBfWPmefoQVtYHqau9OhSSZan5P5Gk9zCRcAi1ycyJaKTjfN+yIryw1ixkjmS9InUppeKnScIMuGU/PXtCH5w0ogdqapOuCc7CoRDevHYebvy/dxEJh/CTU8awBnPaWGZ+WFZX3ls/lnpDtUX0TiiKAGqDzk2YVPDmoPBDTi85aZUF3vQ+wAN1RoJeHYrQq0NRxrJeXEotyzKOXeS2yJPEF/NqqJQgeR4SgyJ7kh2ycPf8CcbtkyjcAkuaEFDyD4mRmXtO1KaENc4RygCAvhdcnL2gFJXeY7h5N+RL3Ojt/PPCaTnhUupv0gSz90mqcKvPdleaH8XtJ4/2bXPMbWzOn9Q37XNjVUE9lmX5YoiV9CEqWYRp8gaJSymQ4YDH8DlT/9Zcfd4U+2/jVFP1fH1KfyxeMAXnTOjTsKEtihHZGQUJRCh2H6oWxt80W7NID0S4mFFUPwxKqcXVwWWppOY8e3uDiuHWpaTOWC9T+wnWCoL1mDQwPTU8cm6eVN985qPP6O8z7LPSDMGFMYlLqXeFG9c3E4RYQnKwkmlOLo5HXI1t9Yyt6IB/X3IMHv76DAzqXMKWk4Q6Eq1jBQZeznVUDW5HUIWbogggXUqZAeW7swbjV8+uajil/MG8Eb604bH3NzuuBeZSKpzgwyEL9nMvP9z2qPIShQKfpZRbONDB5r25lMqMQVQ22kzfaYIo+L9AMeZ2AnzJtIGIhkO46L5X8ZVxvdCxOI5fPbPKqB0So6Z/Mdy8nvZxZSnXGKnCjVpc0XWwCjeizet27ifLcr+7fUEUuw5Wk/9m8vdeY61IVKt+Kdy+OrEPfn7aWBTHIohFwnhuDb0hCRpJbC8J9p/Ojv/CGG6/OXMC5g3thlgkhKJYBC8RiX+aAve+//m8yejVoRC/f3ENfnvWRMwe7HTPqW9zglBqSDZtdH8znzdN5zGJwq2uDRa4t1Pmtm8+j2WTSDhEehFIFW7k5lFiUBIcgEnUydzzs7fDTU1Dwd0PSbgUkUupwFDFtY26b/b2BhXDbUb/Ojc+kcLNj7lJcjjH1LFq217HNc5QRT1/rm+Z7gukxhaJ2t+PGG7cUFZFhAOiivKePtkdI+l3V2jIFyRekOzd3BTcbQ29E4oigDqh5ibiXh2K8NRls3HexD649cRRuP64Yb60IUkoUfxYBK/ets9xjVO9SDbyfgSQpep2NcTYBn/p6bTp4lHicimNL/bGhs9FbTNFojhy+32mapj6ei88uj9Svz4H9y2cyj4Pql5JGnq3+CISJYps0eatXsm7BMg2bdyilLoX3IkrFUwboN2dKGRJU8wXsJn6W3q9go2jW1bccAjlRXHEvtgYur2Lxw3p2qAwKCuMYWo/PuaklLQspT6eIAelcAuHLJQVxRqUQ9lwKb3phJHYfPtpOHlkD7aMxMDLlS2IOM+tJYZKY4WbIIYb4N9cajfm54piwfQgL5PKxvRZc/fTdEN54eR+TAw34aGm7TlbliXa1HJJJEgjY0Cqrrryzu87TJ1ygjYS2ee2oPrlTZV1B+WS38caKiTZzwX3mPvt+w6bJ4uh3BWp8DUA/06ZhhnhCCrJk0ThDgADOxU7rlH3h7sP2Ta4UYo83pXb+6GmH+KMtojeCUURUFMrM3bNHNgZi756NG44frhv2Vq+MW2A45ofA/yGXQcc1ziDWxEj/faaTVCicBO5zAhPBrkNpX3SdQsob18Euz0j6l58c/pA47ISJKfWbqe6jnshOgH25zl7VTNx7yRtOBb8vhxJmsAujIm6TxjWnSzLYerCIwk2LsrYJnh3+YUj8Z67urWbG4Mn9ynH2h+cgn99bTpWXH8CBnR0LuKbiiRAvgTT30duanxS+zq+S6halSBTVAr6mw99s66eI/+WKfi0xE3Ui1o8lxRuFJLfBnAGevPxxtRtriQe8cellLgucd3jDmEk3ht0ogChwo24xw++8ylZlrpvDpdSn/tl3/Ii/OL0cRj8hdGJU5FL3GtJFZEfCjfm+zoTsSu5AzQKbmoxNa5IjcESAxavcDMfj7l7cfnMQVwT05CsH4PkubXbjNsgOnyU9E3hwUFbRF1KFUXAqO6ljmumSg+/KCeUKCl4bwSlnKtlfhwXayMot726fzNfSNsXNk1xKTUp62Z0oBYfeSELCeI+UwuKilJngGUgOJdSr5JydkEq6BMAoXBz6ROcEqEKzhM/Sl3AbWIlG25Jnxe5UUqSJvgQw41S77oxtW9HPLx8Y8ZyEkOsREUoclX1yRjsUM66lI2GQ+hTXoQ+5UVflPVv4ZmufPJvcW/fgLBGJqFLqcRQaYcaL7l6pYgUrkx/o2LrmMYAdWsDkO7mnUnh5jyokBjR3Mbj9M+5EsPNdNx0S0AACBRuHl2m/vnOBozvWeb8fh+yCcbywthf5VQzUbAupRKFG5Vsil0reN+IkzHcbPfdTyPHpN5leOWq443qD8qrg1bOmxtAAbBJU0yxSEdKfswiD6pDIVQT6zEKNryGROHmwxqrX7nzcIw6MOPakO0zCUrJyGcHlqzpJYfXnKo7Nw5ocoHcmDkVpYUwsVe541pQ2Ug5qIHNZU9iDFUFp3DjFm1elUFuhgq7oso9wYKpUsN8AUMGJnXZ8NFxYMwXFJJ7LEFyosqdAHpXMppv8CQupQC/oCghMwRK+rFgEc0uaszVCdxzolyC2LgsTIBk0g1G2K9+fMqYtBPw35xJJ8aQBN6VLAZ5FQFV1vupLkCpiMz7pp8Gt8abMYmL+dnje2eoN/2z5NRaFlPTn3uRXYVbUGo4/l48u+aIcqEpMdzYso75kS9r6macbSRhIuQZac2fk6m6rEdpgVDhZj4WcuM/hSyGGzd2m8+7khhuI7qVkmWpQyb7NbdkV1Ik61iRMsjrnCdULXHrd1PkCjfZWs+0LPWzJQo3tl4X5dvCo/o2fJ7StyNG9WjvKJcrLqVUvyiI0noqUaIw1uPA/B775dnVGlCDm6II6FISR4eCaMPnWF4Ig7vw2WOCICiJ7sKj+jmucSdkXOYvURYmgaGC3uDRZS2LUGoIjCX898kW8hJXI2qC5hbGXmO4scoggWHkEBFrRRIbzm3TZqqy4eqRbIwkQXolizaJOoF1KWXqMDntr4fbiFHPiks5zzGocwme+84cXDptAH7/lUm4hHB1B2T9TbLgZmMfCRaDUmOwxHCULYObxOh0VG/ngRFXL8CP3dKNVVBuiZx6xhTZ+29++OCXobIxme6ZJPalNzVc8xvcHrhwmi/PAzBXxPAbSrPnd/tJo0kjgTi4OfFbOONDYy6bMeiLsuaHM35kmOe6C1X+rHG9yLLUepN+bv70TUk8W68Kdz+SMXF9yOs5PHc3JfG6/HAppcZ5SQw3ybq7nv8+exL+ct5k/PasiXj8W7PIMhJFXpD88vRxjmucxwI3Fr71qTNmtB+H6H69k60BNbgpioC8cAh3fXk8imJ5sCzgtpNGkynkg4QaMFM++LXOHtTFcc0PhZsfLqWSE2fJZombtE1df9yMQbSLhvmiVOK2K0F6Em26IfRjQQrI3M8kRk1qccSrCARlRQo3882gJBECG5dHqJ6TMrVfJ/xm/kR8bUp/1mAnWezy90KgvhAY5yVuFNS/uRkf7P3Nz4Vn4++VGEDcMjZaltPoyrpcCu4xEJzCzWs3znaWYsl4ZVon1w6/YrhJDHlBcv6kvuhTVoRr5wzFl0b28CX+HleecoOSxnAb3MjVeHSP9pgxoBM27zlo9P2AzLjCrWPOn9QHcwd3xaXTBuDWE0cB4A9LJXHr/Ema4LxOqdABIJ8wHlAGgiAVbpIDRYkhRjI/SsIoAJkPWDLBzekSY7Bk3pO5lHpXuLl5qIRDIXx1Ul9cPHUAqxbjPAiyrXCbSDxnXuFGt+3Bd53xE/1IQKYx3I6gMdwURcjZE/rg5JE9ELYs5DODWpBQA5gfLqWSYKrcxo2aoEUbbkGcFImbqFTubGrgczs5p4MQm2/8g3IplQSxB+ruBaVoM69XZnCTZNsTxdohT1/N7zGb8VNyEk20jVe40b+D6hfchivG9KFsLgi5/kqOFWyWUuc1X1QEHjMlS4zBXpWpXDsk9caZmH6AbINHjXt+uPhLCcqllJpDuMMniWt0kAo3L6o1WcKL5tlA/fGco9LWKH6pVk036Puqasi/5+aQX585AVWJWuyvSuCUET1gWRaWfbjVqL117TJfK3BzyMnDu+PUMemqMYlLqcTIJDlwA+j+yRkvC4g2P7X6M+O/lxKUEo06OJIdVMqMGj/90hg89v7mhs9c2AcOTiXF3WeJ8nlyn3K8/MmOhs8XT+nv4qLpvCaJ4caNhV6HMklW9SCh7luh0KW0OuEMjSQagxjjoxrcjqB3QlGaQFEs0izGNkAm0ZZS0T49UP/xQ7uS5bjU8kFld6Q3eALFEVMvP2mbLcIlSRPq6jWfoCVuuxKkC2PT/iZ7zvxvsBt+3U5IRS6lBpnO3OrlngdtqJCcDMpUaNS7xwWWp35fOOSMhxgkku/yQ7UiMfCKlVqCeFb2Mcuvhac9nqXE6MT1YUAWpFuq9vUSB2zOYKfyuh7vSRPMDbEvfOzMBAd4d6/xTeEmuMemrsN02exuJhvaYajgk843ps/vg617yb/n5pB4XgiVw7rjzLG92IMPgE/mIFO4MWof4lmJXEoF4QAk8Z4A+l3g4iFzah1nnc2hcKOMD8EcBkljEQ/vVopl35qFCyf3w2/OnIBvTKXDPtRz5tieaZ+vmzuMLCcx/HH3YtbAzrhk2gDEI2GM79kB184ZJpr/JX2eTZrkcf7IFZdS6p2W9pWfnzrWuKzEGOyXEbw1oHdCUVoY1MDmh0spAFx97NCG/z+qdzmO7tORLMeqryQx3EQneIINtyATnOykznnN7SRL4lJK3QvOpdTrhkfiJgKYT5h+KQ7sxaUKN+payLLohAWCBZOkrGSxI3X7pBaajzDZQiVBuin+++xJxmX9wA/3Gkm8xyAVbkG5lNr7kF8upV6DdPt1335yyuiG/+9RWoALiNiiXL1SJK7Gp46sMC4ruW9u96I+7pZbnfVIlMH2fu9uiE3/HFQMt6IYb1SRqFYkhgqubonhhpsX3N61xvyLcOVyawP1u9lYnYLYsCIvAsEBiEQl9/nBarKsqcHNr8NoSdxZz2FUOJWU6ECafydnD+6KP5xzFC6dPjCjF8vtJ43G1H4d0aO0AL84fRz6Etk6AZnLvJt3yd3zJ+LQL87C69fMQ5/yIn6NRfRjPkOo+fPwqkQLh0JkHVm2t5FrwiUrN5Flub5y2cxBjmuSvYKkT7RV1KVUUVoYlOFg7Y79vtR92cxBmN6/E7bsPYSZAzqzi1o/3Oskm11yIvfhZJD7HaYLh/rMWNTJrEQRR03aMcb9y+upnCTzGEAvYsdVdPBUryyDnmyzJIlxIwmaLjGMWZaFcMhyuKGR9QqTJqzZsY+8TkEq3Fz6z2/Pmohv/P21hs8LJvU1/i4/kMXU4gzu3gzd7moYc9VaUEkT7EYiN3WSnbwQ3S8BoduuMBaZqcFt9qAuuGbOMIzs3h6f7jqIL4/piefW0MqyujZ7VCgIDAo9OxSSZUUKN0F8IQC4YHJfo3JUOyTPg3Mdo8oGtYEqjOZhf1XCqA2APwaQppR3lGXV896y80nWTTKFGxf7yvygUmSQEsRwG9SZTkBGHT5eOWuI45pbiA8JVNsk8awkawXJc5bE1GwK/ToW4/nvzs1Yzg+Dm+S+ketjph/ToSqYen2wjEXCFqoStnVeli1u1D2mXK65spYlUyd6jVvaVlGDm6IoaYzq0R6j0N61jCS+mB+xSGjjlWQzaG5MqisvUC2FLFAhzsgYbkw7qI1GUAHvJYpDrh0jupV6qtdV4SbYOJq67XLP2Q+FG7fpzyMMG5LMnNzzoAwQQ7u0I8tSrkxu/efiqQOwYFJf7DxQhW7t8rPqegoIFW4CY4lEqSEx8Lq7lKf/m1dD+ZF6QrbP5vValkX2S0DmGk0GlRcYNTIlNjl+aLdG9fK/z6vBzRcDr8D4IE2aUJp/JCN6pk21M4abdwMoIFPOeeGzfYfZf/OaxMLtHnsN9C5xbZcgiQMqUbhxZamxXtIGyfOoq8NZvrwwRpalDMLT+3dyXAvUpZQZayTJmIJSzmU7c7DEZZ491PC4FpKoGYMM6B/NC6HKFv8s2zHcUkQ+2h+eOJIsS/3mDgX0eyfxZJJ4C7VV1PSoKIoYiTJIsonmB23zRY0/WUqd19/ZuMu4LHeduxcPEW4lUkOMKZITZ4BxjfWY0cyvrHimJ6pcv5Kq1qi6JVnmJAsV7n5+ZVxvx7XTR9PublwMNzfikTC6lxZk3dgG+GMAkbx3XuM9uSkq7Jsrv1QI9ndP6mLOZ0r2dmrth2rVq4uvFElwc3+ylDZdfeXmNka1Q3Lf3DavEkNeUMhiOMpUhJ4VbkzZTsVxxzUqThJfr/nvk85j5m2g603UOjf44qQJHlUy6z8/4LgWqEsp07b8iFO3whlcJH2Num3SjLZBIembMgWfZIwV9OMmuOJ6qTvbBreuJfmOa1cQClCAHje58cMPTyaN4XYEvROKoohhT1Q9xrMQKdx8COgrcSnlEBmqBBM8tzD2qjCQxloxNWr5ljRBEKTbNLaPHwo3QOaiabpozwuHyBN8rg1H93WmgOf6sSSYbi7ghyFGErfOq/uZpG/6pXBzqOwE44EF2fsvybYpMVSGQha5KfE6VkjxQ/noNTSCqxKtUd0ZFW6CpAn2sm6bomwp3NyglUHe1yB19QRjcGusTqxnYSMX4Xr6lBWJ6hUFkPf4rLh+8fqGncR3BbOu4Or+ZKczjEpzKNyo+WbL3kNkWdG4Qjw7fk2YXQOP11AsgGysp+cKwRo9QHdHSXbfoMgLh/DHc45q+HzXl8ezcQ8pAyG3Dub3eebPOZfXm9lG74SiKGIkhgqJooKfyL0Z8rgNnlRdRLfN3Jjjh8rFs0spZ6jM4OaVqQ5+sSwz+tib4aYiMnYp5VKWC+IAAvS94OKAUH2Wq7ckHnGWZeqlTtR5g6Lzd3OLqCD51vSBaZ+p3wtIXUq5DZDzN9e7UtoRK9xs7QiHQuBsPo7kBn4lTbD1Wcl4UHcfvCvcJEHsAXNjHm2QdjO4sf9khB/BzWXJf5quvsq0cXG44gueh6vCzUOGWb/wnv3c3BgM0Pf67vkTyL+nVDKWRc8L7QtimDs4PfP7u9dV0vUK3j3JAagErg17DtU42yVcS0lixlGubX3LnYZKN8Px2eN7s/9m0rb1u5yKuryQRf7uCb3KyHq9Hkhz+KWeNoX3DDFfYwd1L0zb5fZ9EiQKxyC5YHI/7Pv5mdj7szPxrRnOBAj1SDxAuP1Y+wLnYUKQ97i1oHdCURQx3EAs2RiTCjcfXJh4dYH5QpX6vuI4fWLEqkCEyQJM8W5w456HuSSczhrrj+LASywirm6/FG7UvTtMBfADp3AzN6Jx/ThOJNPgF0zO616DeTeFbx8zOO3ztXOGkuUkrnhcP5a805JnBHiLq+NbDDeHws283lQq5WLUdF4TKbWkRg2i7uy7lHo32kgOmai+afr7Mj1nkcJN4BrtNOQ1g8FNsq4QZykl5jfi3g3qRAf0l6jvAWDpt2bhycuOxV1fHo8Dd85HMXP4IDnAYl2/AkoqsvAop1KPV4CZq++430zVMa2fLIZb15J8PP7NWQCALiVx/OfSY9iy1Fpm1Wd7Hde4GFc9SgvI62TfFIzHHNk2asSI77MsTvnk/T0N6pDZj/tGeSc0w5kEAKAoFmHHk3ok62Ouf3cqdsZ8U5fSzGjSBEVRxBQycmVZjApvBjDp5BwJO4ObUgogrm4qdhYg3ZT6oHDznMrc3JgE0PdIEvzXNJNoPfZ+Ua8iStnCxuSFLDojlcCQyysc6evb91c5rr308XZ8hTg9lyjcKCMa95zixPNgDYrE72sOhVv/jsXYevtpuPOpD3H66ApM7O10iwV4oy2VhZl7/7lFYl7YAmzCDImxhCsfDYdQnXBmKXYmWPDnvjtdSoUKt4CUWq73zdBgkm2XUkksUq6/SYLNU33TLRaRROEmMcTa75ubwk2iOPZCn7IibNh1gEzo4TVIvx8x3NiYcU0IHTFrUBfMGtTFtQxniKFdSpl74dE4yvWLgYTxMRSyyHmaG4+pxyfZtBfFnGtQt3cpL2xhzpCuSP36HAC0Aa0e0zWW25hAZYOm+oovCrcsW3joRBEyo5bXvYKEIN0dKdfNbLuUSpDspbhxpYA4IK73IkjY+rwq3I6gd0JRFDHUqQ7AKRTMT/BYA5hHA0/ddXPjAzVJUKnp3cpSLiVSdQC1zvC6+JDEvgPMjTZ+bYDobIneFniswU0QFJaDjavCxGujoIxoXD+mNjASlwDOvTZoOpfk4ydfGsMa2wB+k/nA2xsc17j+xr6npooqt825KJNf+nXfYrjZ6xUYQDoVx0Qupf4p3MzeX9qV01x9JcX02QGyYPMSd2c3Q2Xjf8uocPPiUuoyJkjq9cJTlx8rjJPnXZ0I0M9KYlAmD1Z82HBLXEpZpbbHMYfr8zL1nXl/4ertTijG2uU7lTxuahqJAtR0neZWh2ksUe594tZ5Jw7v7riWdYUbMY5RaxjAzYtAYHz0bHDj+rH395QSHzSHS6kpVJ/lWsupUzkjujRkQltD74SitED6dyxO+zy8a7usfj+ncKOUOtxCde9hZxwQSWppiQsjV4ckhhu3kafKFhKnr3VlZUOuaWBxCRJXHIBeMNHx6cwNnZIYbnXlzY2Xkg2JJL4Ih8Roy93jfEHSBGphyy3wqN/dHAo3U7h+MbSLc3zjFsuUey5gHh/Mj3hP1HX/Yrg1TeE2snspRnZrL4qTF2QMN3OXUpfnEZDyIUmorPyol3p3fYvhJsjubL9vbmOCM2lCMJvJ3mVF7Dt9iHDbZ+d/oUupaXk2K7IgoYMEiTGYddtk7ufYig5pn/+64GhR27j5lLpHnCHGroQD+DG9a7t8nDyiR8PnU0b2QHmRMwusRMnoNsebjituz9l0/pe4XALcYWfzK9xKCQMoIFMt+mEAo+DWR8G5lOauwY36zRt2HSTLcvOCqxeBwfe1VfROKEoL5L+/Mqnh/y0L+A0T0DcoimL05EoZpbgB9+7nPyLKcoYDc1cciSpDkm0pn8v6I1BUcQuj44Z0Ja+TCSA8K9zMFVkA/VvIxZJA4SY1atBxdsw3JLzCzbvBjTW4CBSO1KaEdz91lk1SuxfQC6Z3Nu0iy+YCXB/87qzBjmvce86pb8mkCdJ4T4JNghfXTzckMQ7nDu6Kn506Fj85ZTSeumw2QiE6yDfAxXAz36i4uzASdRu7lMrUsBK4Z73otU+81SuK4Wa28ffTpdQRw80nZVBTqQ8yz903ypVfMo/J32kzdRJX1g/jukTBx7qUMu/HXV8ej/KiujhMlcO6Yf7YXr60jfrdXNtIg5vLu/7AhVPx32dPwh/OnoR/XDCVLCOKDeumLCXquWByP6Ic/5zJLPWUQUKwbmLrzXLmYOqZsrEIBcpQ7vlV1zpDNkiod/E1/T4JlPigpbmU7jzgHF8B3ljOvdMWoZVzC1fQ1tAYborSApk5sDOeuvxYPL36M8wa2AXT+3fO6vezLqUC109KlScLmi5bqEiye0lcSiUxyrgFGhcfjlowe53MORc0bnFOB1klXKMEijOpSym9qTF/dmKFm2Aj37Ukn7xOtY9VuBF9i3U/Jcpyrj/U76PijeUKnPGqY5EzSC/nTihx/faapZSrt66e9OsS1083JFlKS/IjuPLYIba/5zby5oYKX5Im+PA8vN5S7ve969EofagmQV6nDnhMjQRBJk0Ihej4O/X/llZvAIqFG48fDkC2AfYtS6mh6sivd8EUWZZSWWiEo/t2xNofnIJdh6rQs32hyF0acAmjQLyQnBomBSpWH//8o3lhXHR0f9d2uWbbFRxUUPe4Z3unW6vb2GuucOMOQOi6qaO1dzbtwsyB2dsDxAgXdCqmHiDLoM4Z52o8Gtw4gorhltsKN/O2sQo3QeKtoFSLLRE1uClKC+WYgV1wzED3wLtB4Uc8mwuJxZNEnSZZkHLlJa4RrMFN1Db6OpcBNZoXcrjTBJWlVBLDTXLK6k8MN3NXDKpt8vgi5veYOvkGZEZCalMicSmh0rTXlXXWO8Dmjp5LcH1IkulKYhiXHBDUlTdXKASlcHPWa65OcitvqkIDZC7+gCAwvTDuZVCxfb4xdYCnevuW0+8YHXLBrL/JFW6y50EZ2wBn//bbRejE4d0xb2g3cd3sfCNKeEEb7r0q3HYeqCbLSvAjTppbHyjJj6CEcQNsKnQiLHo8prqb1825m0LOi0EaAO5/a73jmtv9pcNumK8Vuf5Gqdm5EC9BQfU3zutFdIjOPH+vCjcOf2K45U6WUhMkasgYs5aSZLoPKslOS0TvhKIogcKd9pQXUqmlmUWtYGMsWRiLXErZycfcsCJtM4XXyZxtg0DhtueQc0PBGzpkLjemGyBJZiVu4SDNUkrVzcfrM1cnUhnTuHtUHIugc/GR+DV5IQszB3Qiy1KL/n4di8iyuQD/TM0XeFwMN1MDjx8ZDQHn8/PLzcRer9iVUxLDjTUmCg1Hlll52gAqM85L4N7/ymHdPNXL3QuJwi1kpWdhzmSwtf+zX4ZKSX+T8tx35uB/L57RMF9KDG6SwxJpMHbqKuUuBdD3ww9FjsQQI1X7BwVlDOKMgU98uMVxzasxV6Rwc01W4rxvZ45xut26vQumMSrZGG6CZ3fyCGcihSChnimX9VUWw40u23i901SkLsymlOY7DztbmkspB/fuStxENYbbEfROKIoSKNzJOTWYS9w2pCoyMpi+4Ps4gxLpDiiMk8a1ec8hZ2IJ70kTOAMBfZ1y/Xh+7XbHNc7Fj2qvmyTdPIi1uXEmLnAdBvgFxXVzh5HXTevm+sV7W/Y4rnGbwVDIwo9PGY1oXgjhkIXbThqF9gVO4zUAfEoEw60oLXRrdrPCGyoECjdJDLcAXUodSRME720JEw+HaoNr8G+BYkxSVvI+cnX741LqVeHmXVFJwcZqJF3HzRTHmRVu9v4mex4c9nr8jBfVvTQ/zagoUZxIEt5I52NKwU/Ng0BwG0rT2JBuZbO98a8l1nqcSyk153l971xj9dn7sZtBmujjp42ucFxzM/hTawiJsVRymMAdMgUFtcbauJsOvC9ZY3PPb3p/+kDRK364x1P9u6W5lJ4/qS9Zllunc+MNmQhPY7g1kLN34s4778Rpp52GAQMGoF27dojFYujVqxcWLFiAlStXOsrfdNNNsL44EaT++973vtcMv0JRFA5qIJbFcJMtMqmkBzHCxQcAXlu/0+jvAXpSkhj9AKnCzdtkzhlyuLbtJox+XHNnDnDGEaHq5eJ9cHVLNhmkwk3oUsoZeK6ePTTt89en8DFl6Nh+5lOuW584/6h+2P6jM7DtR6fjmjm8EfBgtTOWlF/ZMoPAH4Wb1xhuUsORmVHKNIZbSTyCH544kv13+ybBvb3mhjE6I3II1HAhcQeqq8fQ4Ea5wArdzyVI4yeZIlHImqqvMm0OJUkTJL/P4cLs4/ghSd5gh1W4CYzi3FxI9VdOtRacwc1MOVt3TbbeCIpE0nmPRO5nARrcvCrcKLdNLlkR1xaJotqPTOlB4fa77fCJ0IixkHkm0hiDpvjhUkqtN3Lb4Oa8x1xMbj42pCrcmkLOxnC7/fbbceDAAYwcORIjRowAAKxcuRKLFi3C3//+dzz88MOYN2+e4++mTJmC/v2dm6Bx48YF3mZFUZx0a0cHlafwR+FGT3YFxMQYJYK/AsD4nh3wzEefpV3j1j+UokZyOu12PR4J47AthpvXxYdE4QIA/3x7g+PaSSN6kGWphZ84hhsZFNqjwk3oUspdL4jmYcePz8DDyz9F3/Ii1xiKkjhAFJmWtCbxd47u29FxrSDLp+ESuIWq5JSUM7hRJ/D2dwtwX4SLXEqFMdye+84cvL91D44f2hXLN+1my0kMIBK1D9e8vFDIYWwQK9wM4zL6kdFYgh+bXcnfiw5nHAo39zY5g8LLDMf5kbAjXijVDj+NOHZXY+55nDXO6c4nSRQgMV4BQO8O6SrgcMhCfyb2ZVBBwXkjocBQ4WuLMkMq3Jjn9J1jBuOXT3+Yds3r2sZNIScxSJsmpuC8N7i2SA5sWIW7MLN2EDy8fJPj2pAuJWRZPou7+Zo+KPz4PjL+bg67lFJtoxJYAP4YctXgdoScXXk/8sgjGDduHOLxdN/te+65B5deeikuuugibNiwAWHbhvmiiy7C+eefn8WWKkrbZGCnYqzeti9juYJoHkZ0K8WKzbvTru8+6FROiTKBCQ1HVDYhbkIZ1Nm5eOCMATKFm2yDN6N/Jyz9wBnrxAvStlF8dWIf8jq1KKXqlSZNoNSFboGw7XAnspIMWvWUFcXIhB92JNlrKajNi5SJvcoc19buyPzONhduRh9TOPea7furHNf+/MrH+NO5k42/i3pPD1Y7jRQApXBzf/aT+5Rj2heuM+8T7lZc+9zicUkUY5x7ZiRswW6HEcdw8+RS6jZWsP9kRFAGN9Y1mtic8YczMldOr0HhpzNzjX089tOl1FThJgkHITHaslmjo3m440tjcM0jbyOVAq6fO0wcFN4rnKGKVrh5V877AWWA4tZYVOZpr0gOS6Su+NTvoBR9R9ri7fCRG4+pq15d66WcMKwrHrONFVP7MnFkBWE7sp3R0o8Ybi3NpZQyanPPiFrPT+3nPMStp31BFLsOpsd3zrbKNpfJWdPjlClTHMY2ALjkkkvQv39/bN68GatWrWqGlimKAgA/OWVM2ufLZw5iy751rVON2qXE+X5LMk9KDUfUxMidklOTBGW8AJgYboZxeY58H93mkd1LyetekLq1lhHJLTj3Wj8UbtQmiIrBRmX8A4Bt+w47rn28Yz9ZllM4BnWyJ4kZ8sFW3uhiCrW4Cso9ww+4haqkyV4D/UqDzb+7aRdZVhrDzTQjpVclk9T4QBvMzTf93L+ZqpZdE6wEpIjh6j1tVHocp+OHdiXLsXOQ4HBG6m5pf6x+GEAj4ZBjvPDTwOT8jdzc5PxOPjOnROHG/5arZg/Fxzedgo9vOgW3nDiKLUc9v4uOpjNXS+BU2ZLf144I6C7lnvkT0j7PH+tUG9ZDHRJx425F+wJvDSOQrCssy2LfczoTrPN5uB2KkVlKBYePbjFcm5uj+pQ7ri08qi9Z1qvXylXHDjFu17Cu7YzLct8nhRrTc1nhRsGNpdQY5HbPqHpyeb2ZbXLW4OZGvaotGvU+mSiK0jQqh3XD2eN7AwDGVnTAlbP4iTEvHMLsQUfc7yraF2D2YKc7niSIvVSdQC3mucVgTa1zIUUp5ADZpCRVuHkNIiz5Lm6DJsmAZW5wc9lEk+5OznvfuZh2VabuGffsWIWbD/edOu2n4sBwrPv8gOc2UPzXGbkbXoHLJsvFGLlshtPIz717cwfTxhE7bptwicFUEsPNnpHSPfi3TanhpnATuZRy46ahYcw1JpKZIk6qCs22S+kPTxzVkNCiJB7BT22HTvVwRkJJDDepS7IjaYLwUMM05pS/LqXpdUncRDkVMvWeSY0a9fQuK0KfcvesztRc1r7A+96Ec403fac75/vznC6eOgA/O3UsAODCyf3w1wVHi/6e23CfOaZX2n06j1HNS5CqkyXKQFLhRqwT6zF3KeWM/nS9kgzDQTG4k9O9egJzIL3jgFNZDpjfn14d+CRPfzh7Utrnu23G4cZQXg5+GC/pGG6eq80qXNgfcr5yece4TM5KHTnrUsqxaNEirFq1CgMHDkTfvk6L+lNPPYV33nkHhw8fRo8ePTBv3jyN36YoARDNC+Nv50/B386fglQqBcuyUFPjdBOt538WTsFNS1Zgf1UC180dJloY0wo3meGI2lByJzvVCaebGLcAJjPPCdvGXeeyT3pBavS78fgR+J831zfEu7rv/Cls3bRLqbPecCiEkGXRiyCiGdQ9lgTH51xKufvuR2al/3vPGeekmEkW8T/nT8FX7n0x7VqfMveNnikPXDgNX/7j8wCAa2YPRUX73M1SCgDPfmc2ZvzyibRrPZk2HzuoM+56Nl3pzo0hQ7u0I5+JHWmWUtN63Oq1qzVdDW62fwuFLFgWQHVxasyTupSaKmqkMZHMDTwy93MJ0uyOQ7u2w4rrT8Dr63difK8O6NWBfke5fiKZK6QKN0mMKnruNTNIBJk0gZuPqfvpT5ZS77+Fei5+HNjwCjczY/fgdubJCtywLAtXHjsEVwqURibEImG8dMVc3PnUh+hYFMP1xw33XKc4Y3PIQjVRlnRhJvoml7mW+z6R4phzKc0Bg1s0L4yrRsTwhzVJWJaF3501kZ1X7n5+NXmdem+kv23hUf2wryqBlz/Zji+NrMD0/s6kXUHT0lxKAeCUkT3wyPKNAIDS/CjOm0irE6n1vJsXrtv7oLQAg9sdd9yBlStX4sCBA/jggw+wcuVKdOvWDffddx9CxJNfvHhx2ucbb7wRp59+Ou69914UFfmzgVEUJR2TibK8KI5fn8mfQAFuBhCJioyugzK6cAtjatrgFhSU4YdVkQkVFUGkQ5e6tfYpL8LrVx+Ph5d/ijE9OuCE4bzizVThBtRt8KoSlMHNWZ5yH+U2JPOGdcOvn0tf5CUZ1w+u31IKRz8ojtNxgE4e6UxCUZ3g48NIOGNMT+y540xU19aivMjpxp1rTO/fucEA2aEgiqXfnMU+pwk900/V2xdEWTUcZVC4dNoAopxMJUGRF7IcbXb7W7trs9TlmkpswH2n2KXUMEO01LXV1OXaTYXQHFlKe3YoRE8X1QXA3wuZwq3pLslu9VJlqe/jrvm5mXQa3MxVXRLjXFCx+rg63GKAmiJzKaWMO56bEDiDu7TD720qJS/IDW4hAM7DVaosNQe5Jeuk1puiLMXMeuxQjTPzeHMwtUsEt19QiUjEPXnT3MFd8eA7nzquc4eaBdFwWlzU44d2Y+sOhSx855jB+M4xgw1b7T8tLWkCAPz3VyahvDCGHQeqcO3soShkDoKra53vhj1GW2PckogoLcDgtnTpUjz55JMNnysqKrB48WKHaq1///742c9+hnnz5qFXr17YtWsXnnvuOVxzzTV48MEHUVtbi4ceesj1u6qqqlBVdUT+unfvXgBATU2Nq3KnJVH/O1rL71FyC8/9K0kHIA8j5agzxZS1mO+vJTakISTJskmibu43UaHE3tu8mywfYk6AUkm6HSO7FGNMj/Z4e2NdnKibK4d7f3dTtCHHIu5xPYM6FuLaY+sWNW7fH6EWqky9kXAIVZRRKeW8FzFiUbrnYBVZ77H9nUFdE7X0/eWoDmjMz8+jVaARYn22de8h39qQnwfk54VbzLh/+qjuqP7FmQ2fuXZ3LIzg8ukD8KvnPkI0HMKdp45BIkFvSCzi3TtucBdn3cQis55UstZRvk+HQnxic//NC4eMxyugbhOdVj7Flw1ZzvcpL+RMbAAAFvEucXsB7j3No+IAEmWTtfR9j4RD5DOhxsKQyxhEQT0PCRazY07Veqv3cDW9KQkjiZqaujGvvn6uXzj7hLsBvjaRSCvP/TaA/n3UOYyjDY2u+7G5StYm0Lh6av4A6P4WtphnR/Z5RuGcQZXfVLj5XEIe0+a6e2b7N6JvhK3cWOdntQ1u70iKHjcp3NZCjUkSddZDrTepdSw71hP9GAAWTOiNf7y1oeFz37LCrD9nyTr/7HE9SYMbmLH7V6ePwzfufx2JZApfP7ofepXGA/t9ftSbR8xjpv2nuSiNh3HPmUdsKFxbOxc6XeMPVifY8ilizmnKfWhJdgpJG3Pe4PbEE3WuJbt378aKFStwyy23YObMmbj11ltxww03NJQ799xz0/6usLAQZ599No455hiMGDECDz/8MF566SUcfTQff+BHP/oRbr75Zsf1xx9/HAUF/gf4bE6WLVvW3E1QWjFN7V9VjLJo1QfvY8n+j9KubTlIL662btmEJUuWOK5v2XLIce3pJ5YhRuw0tm93bhCpOgHgkw3OzdXG3YfI8us+oeNZvPTi89hURJ9oXzMghbc6xFESAYZXf4IlS9aR5UxZ/hm9Mf5k7RosWUIsjARsXO/8fWtWr8aSmnXOwswG/f2VK7FkT7pCbdtmZyKEB9/dyD4TO3s/325cFgBWvOdsgx+sfPtNWOvfMSq77vMDoja3VY6JpjB6egHyLAsl21ZiyZKVZLk3PnD2oXfefB2pdenLoF1V/KbttVdfxf7V6e/pjLIafPJ5ejkrWet4dp/u5+utralOK79+P29w27p5s6Nuzmizbt0nWLJkc9q1bVuc9wEAdu/eRfa3qsPOcfOtN15D4uP0+7b9MP37QqkkWe+H6w86ri1f+T6WHFhD1kPx+muv4vCapi9jV2yjx6CXXnoBW4qbrlLint/Tyx5vUD/Uz5GbDtD37dDB9Pd/2yF3g9tzzz6DD/OPHEx8tJ5XIlC/bysxxiaqq8lnxx0cSVn2+NI0I9vOz+i++emG9ViyZGvatZVb6I3OinffwZJt6WPA2k/oe2G/x37x0erVWJJY56mOFZ/TffPxpf9xqAxfI/pxnmXlxDo/m3PYamItVs/yd95Gydb30q7VJug+tPK9FVjy+YcZv6+qqor9fa994ozB+vwzT6HYdrr2OTPfrF+3DkuWOLMG16ZSGN4+jPd21SIWAs7p6ZxrsoVJ//rgc3osfO7pp1BEnDSWA/j9lHxUJYGuBZ/59tsqCkP41DbW+lH3mr3O37dti3OObolQKs19e/exv62aOGjych9yYfzKxMGDznUMR84b3OopLS3FtGnTsGTJEkyePBk33ngj5s6diwkT3F3UunbtioULF+JnP/sZli5d6mpwu+6663DFFVc0fN67dy8qKiowd+5clJSU+PZbmpOamhosW7YMc+bMySgFVhQpXvtXTW0SeOqfjutjR49A5aT0OAPrPz8AvPhvR9leFRWorHSOC3/57CVg28a0ayefMI+U7h+fTGHx+n9j/a66wfSssT1RWXkU2ebNL60FVr3puF5ZWem49vK/VwDrPnBcP2bGDAzuzI8xp7P/IqdmxSZg+YuO64MHDUTlccM81f3Gf94D1r2fdm3Y0MGoJCT/BS8/gv37nQa6kSOGo3Jyepa3J6vextJNHznKUvcYAM7b/RoWv76u4fOvvjoLI7qV0o1e9g/HpSFDh6KScDcUQdQ7e8YUjK3oYFTerc8pcr5EPI+pR0/GNFua+6279wPP0YvEqVMm46je6Rna1j67GvjonbRr+bGoo2+u3rYPePkxst6C/Hha+VXb9gIv/4cs27unc3yLv/AQDh9ybh4H9O+HysqRadce3P0asHWdo2x5WRkqK49xXC959zFsPbQv7drUyZMx1Xbftuw5BDz/qOPv82MR8j39zpv/BpC+Ka3o0x+V85yxnLq88r/YSmQfnnzUUd7c7lduBt59wXF5+rRp/HhhwJrt9LM+6cQTHHPkxzv2Ay85+1u74mJUVh7f8HnznkPAC877W8/sY2ehR+mRg+GPn1sNrH6HLEv9vscOvglsWpt2rbAgTj672HP/QnWVd9e2E+bNS3O/fXTfG3h6y8eOckMGOPvx4Xc3Au+95Cg7buxYVI5Jzya7+plVwJp3HWXblaTf4yZjG1smjBrmef7osG4H8OZTadcsCzjxhBMcZbe9+jHw7htp13YcTmZ/nU+MsdwcHQTrX/gIWPU2+W/jx41D5aj00A2Frz2KPdXOA4Uxo0ahckJvZyW235cXcY7z9ewh7sWJxx/ncN/bsb8KeO4RR9n+/fqispLOjls5L4kVW/agU1GcDXgfJJJ1PtWPAeDEecexyayC4PsrH8enB3anXfOjb76/dQ/w6tK0a72IObrF8kR6P44XFrFjZuTFh4GadKNbU+5xS7JT1HtCmtBiDG71RCIRzJ8/H2+++SYeffTRjAY3ABgwoG7i27LFeVrQmFgshljMGaQ8Eonk/EOX0hp/k5I7NLV/5eXRJ+fRPGd9BTE6E1g0L0x+N1VznHjf63npyuPwX8+sQrv8CK6YNQQRJqbKxj30qTzVBi62SzyavfcxTmT8BIBoXp7nNuyrcp72cfVGmBgeEaJ8Ycz59x2LYmx7bzlxFNbvOoiPtu3DN6cPxNheTjdTN1JWKJDn0b4wn633rwuOxrl/ObKB/MM5kxFhnpUip2NRDNttBt584r3LZ8YVAIgR41okz/mMImFn/4lH+f4UDllp5bmxre77nOMbFzOMeve4MSiPaDNAxxiixqv8GK1koO4FABwmEtPAskRjRczjuMk963g06qnewV3bO66dN7FPWp31c2RBnG5DJC/9vnH3tx57m936G/X7omQ/pudSSbZeN+KxaFpsrAJinAfq5izn/M+UjTrLxplnyfV5KfOGdsNj72/+4rvCWDh5gOd6i+LOtUmYeT9mDXLGuXp9R21OrPOz+f1UH64nRvQhzqXUdD2Wguz3FeXHHO9OQZxe81LjfMO/AZjQ2//4vlJM+ld+lB7fCuPOexEkZLZtH/pmSb4zLu7SD7c2+3sXFIlkSvTbvNyHXBi/MiFpX4tczZeX150wb9++3aj8rl118Y80aYKi5DaWZZHxYZ5cvRULjkpXuEkTELz0yQ5RW7qVFuAnXxqTsVy/js4U6RxsMgW31D8+I71vEp5a/ZnjGhdkmwsWvGGXU6JNBaa9dNpAth29y4rw7HfmsP+eiTmDuzT5b+u5/aRRuP7RdFVFEROcFgDOmdAHswZ2weY9BzGqe/usLkbbAlcdOwTXPvJO2jXqHru9i9Q78sxHzj7/GaHGcsuIaG+Ha5ZSKvsd846RWUoFWZzrypsF+uZ+Hxcce+te5z3iwoI1JbmBCdIspaZYljNz7Den0+MVGzTd9tsyJU2w/zOXxRmgfx9VPT9feZ8rLMsZiJ5KjgPIMoGSmWCFiYKk3D1/Ai574A1s338YNx4/AiX53jeJ1O/gksdUtG9dIW+aCpdooO7fqMQS3tZCbqUKo3k4UJ2uApXMN5KM2LkMmxQmy+ubTFmem0o+kaRp026narK1QCVnqkdTJrjTIlf0zz77LACgX79+GUrWBfGrT5ZgT7SgKEruQU2MH+/Y77jGLfq5iXwbsQn2gzNG9zQuyy3kspnViM1G6NMmyk4ts4vmNkz3v7XecY3aPI7sXipqm4RhXb3XXTnMmc2VywZVT9d2+RjXs0yNbQHQi8gsmSAWj5wRBqA3R2uJsYkibJlnHnU1uAmMXWRmPtZ4xXyfaYZRZuMo2egkkvRiPjiDW3CHD4n/Ohunjqpzbbz/gqmYZHNFrsd0HstkHLK3WWpwe5owHLNtY9pidzO+bMYgvg3Es8tnFL1UOzhDLpXpNMjnDNQd8Dz6jZl45arjXbN4S4gTv4OdS4myw0rb3hwiz1LqbS3EGUABYO6QrkZ1BGX0zxW49zTbuM3rXnAbZ1sjbgY3xZ3ceBNsPP/887j//vsdma1qampw1113YfHixcjPz8f8+fMBADt27MCiRYvSMowCwP79+3HJJZfg1VdfRZcuXXDqqadm7TcoitI0qIXG8UOdixdTZUA9QRloJKfZQRq7TGFP+30w8nQqcsrr5Zto5zVStZBFVWBTGNm9NC0u34z+ndAun3cVVIJlev/Ojms1RN+UKtxM3103hZu93ohLG6jvk6gkuPayaiai3bTBjVG4Me95cdxpXJEa570Om5IxSEooZOFfX5uO1K/PwZlje4nbYL+fbv0HcD4/znUYoPvF8k27M9aZqS3Xzh6KP5w9Cb3LCvE/50/Bgkl9jNsLAHEuzABxjyjDGkD3Fe59ymUVETXnUUHM67l69pC0zwsG8uEyWituz5McCwNUPpr2rKAOE3KFoJRlUkb3YGLnekQNbkc40afDhtZKTrqUrl27FgsXLkR5eTnGjRuHsrIy7NixAytWrMCWLVsQj8dx7733oqKi7vRw//79WLBgAS677DIMGTIEPXv2xO7du/HWW29h586dKC0txT//+c9Wl2lUUVoj1KLydEJFxisD6Os/+9JYzP3NkeCtZ43jN0FBEcoBhVuQLgw3VY7AE6vSs8lxm2h+o0nEjCI2V5k2oM2NZVl4/Fuz8KPHVyIaDuH/He8MBq9kj0IiQDN1LRSyYIF2j6De07JCs42t2/tlH8vcNim0a5RA4ca8/5INHmn0Y9rM/Zb/OX8qTvztM2nXLpzcX1SH13GTM+TlxHhsN7hlaJNdQRlxKU/9vqP7luOlj9PDLnBtY6+HQ7jw6P648Oi65/jOxs/Jclwb8pkg6lTf4p4d3Tdla4VcgHOv5fjRyaPRo7QAr63fiVOGd0N04/KAWpa7uL23InfOLL7/lmUhHLIc66TWonALSlkm5YpZg3HXs6saPl8311uCsHqog41rZg/1pe5cpKaWN/pfN3cY/ueNdQ0hgf66gE9S2RbJDdOzjRkzZuD666/HoEGDsHz5cjzwwAN48cUX0aFDB1x22WVYsWIFzjzzzIbyZWVluPbaazFmzBhs3LgR//u//4sXX3wRXbp0wZVXXon33nsPU6ZMacZfpCiKKQerncGhi4kAyVKF2zEDO2PhF3HgRnQrxQ9PpDNANYVfnp7urv6bM+lkLrzCLYsx3ISGSgkjurV3XLPH46tHsomm4mS4qYAk2LNO+klF+0LcPX8ifnnGeJQT6j8le5TkRzC5z5Fn3b9jMZsxlnsVqPf3y2PNXMrdFW4290GhW6tEtcbVzRnc7IkmAPrd5cY2zjBy/NCuae/eORN6Y2jXdmRZbtPmVQVSyihOuUOCIOB+m/05Z5oj7P8sNdqeOcZ5AMX1K9YNzhF3TtYGTuEmcSklg6ML1wq5AHXI5EY4FMLlMwfjrwum4Esje2T+g1aIq0upQO1r7lLK/1v7AnM1e4zoy61F4ZYrv6N3WREeu/QYnDqqAt+bM9TXA9BbTkjPoNyaDW4Ha/js1EO6tMMLV8zF9+YMxT8vnIZzJvAK57ZITirc+vTpg9tuu824fHFxMX784x8H2CJFUZoTanHNu7vwp+9/Oncy/nTuZKRSKdf4G1IWTOqLpR9swZOrt2LOoC44h0opD7mLThBs2kMHdPVj80GdynMSdG7TNrWvM6NokAq3n3xpNGb88omGz82hfFSywwMXTsMP/r0c1bVJ/GDeCHYMCFtAgrC5UO8vlWDjJMK1wi2Gm0ThFpRLKbcxouJnUu0LhSyELMuhUOYN6yG8fNVx2F9Vg0PVtehYzBukg3K76sR8p2XsEOYdXkWW3gZOHV2PJA4g1Y8pA4E0yY9ElUe9D1wMN4lLqcjglsMqIu73KTziGG4e+4VbqSuPHYI/vry24fO5zJoQqFvf2A+ac7lvtlSOH9oNxw91ZvT1yo3zRuDE4d2xcsseHDekK8qKWo87d0X7AnzaKJHZVye6G9Em9S5n45W2dXLS4KYoitIY6gSQ3yxnXqj4aWwDgNKCKJZcekzGcrmQNIENju5DrA1KXn844VQsArxC7VtEoO0gY7hN7dsJ50/qi3tf/Rh9y4twvU+uBkru0b20AH8456iM5cIhAISdmDLylsSd6tsFk/oa/e2R7zM3VFDvqR8upZIxiFVlhS1U2yyVmYJmF8UiKCIUzOnfF4zBhEti0rvMmWAjKDhDJRcvkFMMO+IAuoznlKFSknnWNEmH25xCKtwYN0rqfaDWBFzbpHELc4FMBlbFiWsMN1HSBLO1hds6ckiXdvjZqWPxq2c+RL+Oxa4eFZRxNZf7poR28bYRt3ZMRQeMYRTzLZk/nXMUjvvN00imUiiM5uHqY1uvei9o1OCmKErOIzntzREFO0kuuJTOHkRnzwrKveYQ4SIM8BtxSmlBBab1K9FEKGThz+dNxj1nTUQkbDnc+5S2B2cbo97TaNjZN0m1kGAzaFkWa1zxqlrjXUrZ5hHfxxtGqm3XOJdSCXzShGDGLL8PZDJBxS3l4uQlkvR4KjG4UX1I4ibsh8KN+jdfFG5E2yTxQpWm88MTR+LG/zsSO+5HJ4/O6vdLDjUA7+E1MpW68tghuPLYIRlK0QeKueKK6RVJUjEl95g9uCteueo4vL5+J2YP6oKBjRKBKTJ0tlEUJeeRbNqeW7MtwJZ4IxcUbgVEPLQg29CvYzF5nYrLB9DPmlS4+Zz9Kh4Jq7FNASDLJlwYy8OIbqUNn7uUxNNixTX8rWtcNjMDCFcP70YflMKNroMygviRpS7IbKK5Ch3knf/B9g26W7By6llT5dl+ZagMkrr4cRn/JAq31uJS2hK54Kh+GNW9PQBgYq8yfO1oOglKUMizlHqL7Vfuk+sg1ZdbU9/sIIhnp+QeE3qV4dLpA9XY5hHdXSiKklP0KHVmE5a4V2xmYpTlApxBJ5vBm/PCISYOlD9t+Nb0gQ3/XxKP4KKj+5HliglXPIBWvlEx3LgA24riFYnCDQDuv2Aq5g3thlkDO+PBi6aT2RbdFAvUuCBR5UiUSHwgfPP3iTPmUMZyPxRubdFgQimDuf5nWU5VnjSGm0ThZvo8pEkTYoxLqUTh1lpcSlsi3UoL8MY1x2P7j0/HS1fOzXosK6mBlx03mf5tD7T/6y/TybGkUAeKuZzQQ4ofhy6K0tJRl1JFUXKKPmWF2Lj7YOaCDOdlCOrZnFCLPsvKfryW/GgY+w6nZxvya/Px89PGolu7fGzcfRDfnD6Ijc/EbYJMN+jUIlVR/IDNUsr02SFd2mWM4WhZFsIhi8yAaWoA4cqysbYEgcIlWX+5d48ylvujcDN3mW0tPP7hFsc1NnaaoYtoQ3mqv1HGWUG/oup1TZpA/Nu2fc6MuHXtoAxurTtLaUslLxxqtozcbgp1eiyUGWK/e8xgfLRtH97e+Dm+Mq43pvfv1LSG2qCzlPpSdU7w9Sn98cP/vNfweWAn2utBUVozanBTFCWn8LqJkqRjzzbUIqo54sjE88LYh3SDm18umtG8MK47LnPK9Zc+2U5epxa7fcqKHNe6lOTLG6coBrAKN4+ZcTmDm0RxSl1fu92ZSRSQqX0khjEuxhmpcPNBiRpUllIAOHZQFzy5amvD5wm9yjzXGRQSpZYfMdzYWH2GBizXmFpEG8YxQcclhmOv7tlKy8Vd4Sbo30w9HQpj+PsFU5vWOBcoBX9rUl9ePnMQ/vTKWmzafQjRvBDu8kkZqCgtCdV5KoqSU0gWGoOJmAKSBAvZhnRraIaFVS64MCRqnYaHaF6I3MyXFcVQOexIOvd28QjrkqooXuFsFV6N434YTKg6uDFE5lLq/f2njGt+jMec6tWPsfOP50xCaX7dIU1BNIy7vjzec51BIYkBKo3hRj07vl+ZKtxkKruOxbQLoszd2bzPq8KtdZHtLKV+QWcpbT3b8/KiOJZfdwIevGga3vleJeYOoRN3KUprpvW80YqitAqO7tvRuCylcjpmQGc/m+MrkgyDQbJjv9N1J9un/V+d5HT9dXMn/b9vzMTjl87EbePzsf1HpwbZNKWNI0maIKpXsPHnVTnO65wLvsillLk+tEu7tM+je7QnywF0xtZCJkmLhCAVbr06FOGDG0/Ev742HSuuPwGTejsTXgRN48MENzhDAHUf3FyETQ28EpUldV3qUipJmsChSRPaLtIYbqxSM8v9gs5SmtUmBE6HwhhOG90TQ2zziaK0FdTgpihKTvHdYwajsFHQ8Z+cMpotS53i9yl3uh/mCrmicDtU4wzIne3T/orSQsc1N4ObZVmYOaAThrXPXQWj0jqQxnAzReKiJ1GcnTWul3G9UlXHb86cgPqhIWRZuPtM3h2IUklxMRwlBJ2ltEtJPk4dVYG+5c0TW+hP5xxlVM4vl1JKRUz1N1bhZpo0waUNZPIPpg9KFG4Sl9JcVxE1TkAEaOyrTLga3ASHndk+BF29ba/j2mvrd2a1DYqiBIvGcFMUJafoUBjD29+bh7+8+jEGdCwhlVD1tLSg2ZI4ItnGrxhupsSJjHR+xHtSFK9Qtq6QZbGxy4zrFWzwOCPBU6u24qKj+6ddK2Hcq+nYcJxRg27bzIGd8fTls/Hcmm2YNbAzJrsokKng34Ux78tM1uDWSmQgnQ3jUZrGTgPkqi6qPDe/mtbtdogjMWpIXjs/lHq5wg8qR2DJ+5vx8Y79KIrl4c/nTm7uJuU0YoVbjmSv/fAzp8Ft9bZ9WW2DoijBogY3RVFyjgGdSnDrSaMzlmtpLiG5onCjyLbCjYpbYpqhVFGChLI9+eFy7YdC6YlGAf7rkcQ4a0rShBkDOmOGgas+1Y7GauWmwv6+Fnbg4sZ/nTEO3/7nmw2f75nvVBJyv1fSf6ikHQCTpdRjDLdQyELIspBMEYlCBGP9wWqnIpuDVu/lhuuglPKiON6+thJvbNiJAZ2KUdHeqQpXjiCP4cbFyWz+dUiu901FUWQ0/6iiKIrSRFqcwi1HYrhRZHuNScUtieZwwgul7UDZ1vww7siC3tMv5OUzBzmuccpQMmmCMIabBKoOf2K40fetpY3/biyY1Bcnj+iBwmgeTh1VgXMmOJXdnNGXjOEmNBBLYp9J3JK5dnB1UI+UCoEgoaUa3ACgJD+CWYO6qLHNALfnKUo2k+V4tlRczNZ0mKAoiircFEVpwbS0DVcuK9wIEUKgxFXhpuQo0phYpkgUFZxBYiahNOMygRYT7pxNUbiZQtURaAy3VjRctMuP4pGLZ7iW8UPhxkG7YsoUQJyKqApJ4jr9W9rnR/H5weq0a5wq76Th3fHoe5vIfzP5LjVqtC6kSTpypV/MHdwV72zclXatQ2E0q21QFCVYWtFyRVGUtkZNrXMhn8tI3BqyTdYNboTCzY9Nv6J4hRI4+NE3/VC40SoiumyMVJEGp3CjNrBBxnALW21rvJBkVbQsS3SYQynRWHUac51UcLN10L+F6p+TepeRZWsNJ62WrHBTzHFLgiHJUppthVtF+wLHtR+7JAtTFKXl0bZWK4qitCpOHtG9uZsgglLk5cqin4qzEySaNEHJVWiDW3Ax3CRJE+iydL1UEgNKWepWhwRqAxtkDLccOavIGhKFGyAzolJl9x6uIctKFW50HYxLKZzXOXfKRK03g1uuHHYp/uCepdRcRZxtQ/7cwV0d13p1KMpqGxRFCRadbRRFabGcN7Fv2ungvTmexUvi1tDaoTb+bfRWKDlGbijczNVFrMKNeMe4soEp3HyJ4db6kyaYIFGWATIjKnWPl6zcbFwWEPZjH4xdp47qkfH7674rN7JRKsHi9jypwzzWGJxlhdvAziX46sS6mI2WBdz15fFZ/X5FUYJHY7gpitJiKYzl4d3rKvHoik3o37EYR/ft2NxNcoXaGDXHot+ysu9CaocyBlDqBkXJNkEZ3CQxsaiskQA9hnBlKYVbkAY3aizzI4YbF6uzrSliOcMad3+ofjG8azu6LPH8x1Z0IMtKDFgSNRwAXDNnKL774JFsrW5xWr86qS9+8sT7WLfzACwL+Mt59IGbupS2DdwM8JThV2rADpJ7z5uM7xwzGEWxPAzoVJL171cUJVjU4KYoSoumfUEMX53Ut7mbYUSuxHALWZYj/k227W8ar03JVYJKmuBLDDdBNknKqM0mTfBhHHrmo88c1/yI4fbc2m3kdbeYTa0RSf8BZEksKIPE3CFOVzeAN1RQ7sNsDDemzScM64bvPfI2qhJ18VnvPe8oshwAFETz8M73KvHYys3o17EYE3rRsd5CIYs8ZFKDW+uCe54hyyLHCtbFP8sKN6Au5uIYxsCtKErLRw1uiqIoWSJXspR+ZVwv/PX1dWnXyrKcFautqVOUlgOpcPPhPc2FGG68ws3779u0+5Djmh8x3HqUOoOKt0WkajEy8yin6iHq5uL9ce2wqKQJrNsefX1ApxK8dOVxePjdTzG+ZxlOyhCntV1+FGeN7+1aBqi7F9WJ9CRLbTWcQ1tD6tbspqpUFEVpCrrjURRFyRK5EsPttpNGO66N6t4+q23gAqErSnOTCzHceMOItxhuXL1BKU79eM+PY5RWbQ0/FG5+uMtRc1bXknymDXK3vbEVHXDLiaNw8sgepBGvKVAKTlW4tS4KmHiR3OEeNRaGQ5ZvfU5RFKUe3fEoiqJkiVyJ4dazQyHeuOZ45EfCGFfRAVtvPy3ri0xVuCm5SvZjuJnHZSPjvTFto4xdXL1BGdziEe9JE/xQybUGuMMZNoYbY1Dg6F6abjQ7dVQF3Q6ir+Qzxg6uz/uhqJRAGVc0S2nrorwoTl6XxMNU1aOiKEGgs42iKEqWoDY7uw9VN0NLgHE9y3DwF2fhjWvnoTOjTggSyhiwYvPurLdDUeyQiQkCVbiZG9FMFW6RcAghgXLOj99nN9gA/sRwo1xj2yJs/2ENbub9CgB+/eUJKPrieX1vzlD0aE+78lLu1QWMYZV3o87uM6XukaqsWx9U/+YVbqp6VBQlO+ixoaIoSpaglAgfbN3bDC1pfqiF7YHqRDO0RFHSCU7hJonhRpfdeaAK3W0xzai2cUYqSWw4KUFlPqZcY+cM7hLMl+UwXNwziUupm+LwS6MqsPm201BTm0SHwpioHfmMCpFrc7YD039+0HmwpYl7Wh/FsTzHs5aMeap6VBQlCNTgpiiKkiWSQe1IWyAaJ0XJVaj9mR8ucH5kKR3cuYQoa67e4ZMmeN9oBjW+UUaiBS0kM7WfcEo2kcGNSYRQT3GczmLaGMpQEWcNvLmhcKPQsAatD8o4zxvczDOXKoqieEFnG0VRlCzRIcuZQFsaHQr0/ijNT7ZjuEkMblFiQ0kZ16iNZ10bgnMpTQamcHO2raANxnXjVGGSGG5+uOdS/XgjkaGWKwvkhrpMXUpbH5RxnnvOXNIERVEUv9HZRlEUJUvkwql+LsMZCRQlm2Q7S6lpIoTiOG1kIl1KI61H4UaNC8mgrHs5jFjhRvQrP5JYUIaKT3bup8sK3KizTS4Y/RR/iRPjHvecX12303FN12iKogSBjiyKoihZIhc2GbmMrnWVXCCopAnc+08ZTGi3PdpYQsdwk2WNzPfBEFNRSgfZ9wqlymp75rbgY7iZInkX2My8WY7h1qXEmcFSXUpbH9S4xyncVm9zxs9VhZuiKEGgs42iKEqWoDYffcqKmqEluQnnGqUo2YRUuPmwEeMVbmYGPs5YQpVd9RmdjIWLqcWp5yT8/LSxaZ9vO2mU5zoBf4xErQFW4SbIUuqPS6n5u8AZ1rKtJDphWHfHNXUpbX1QhxKcgfiG44Y7riWSSd/bpCiK0vaCYCiKojQT1ObjilmDm6EluUk7g4DdihI0lE0iF2K4SRRu0jZkCqZvwoz+nfGTU0bj/rc2YFxFB1w2Y5DnOgHaSNSvvO0dVMhjuMmTJhi1Q2AsCzIrrgQq5p+6lLY+qLGCUzKO7tHeca0NeqoripIFdLZRFEXJEtRGpXOx09WlrfDN6QPTPv/6zAnN1BJFOUKMsEnkQgy3/ChncDM3XoSYNviRhCAUsnDNnGF489p5+P3Zk4wyXpoQDoVw7oTeDZ8n9irDmIoOvtTdkpBnKSXckv2I4UZ839WzhxiXBXj32KAoJN4dVbi1Pqj+zY3dlPG5Vi1uiqIEQM7ONnfeeSdOO+00DBgwAO3atUMsFkOvXr2wYMECrFy50qiO2bNnw7IsWJaFrVu3BtxiRVEUd8i4TG3YXep7c4Zhev9OKM2P4opZgzG9f6fmbpKiIEYYKrIdw400lvigcOMozfEMwX86dzJ+/5VJ+OXp4/Dk5cc2d3OaBc6wJonh5oeRiTKWje7uVAsBLjHcsqxwo7L7aryu1gdtcKOfM1VWDW6KogRBzrqU3n777Thw4ABGjhyJESNGAABWrlyJRYsW4e9//zsefvhhzJs3j/37e++9F08++SQsy0IqoMxZiqIoEqJ5IQzpUoIPttbFVyqJRzB7UJdmblXz0aN9AZ79zpzmboaipBEPyOAWWAw3wqjRs30wCQyai0g4hK9N6d/czWhW/DC4+dGPKbe9gzW1ZFk+hlt2jV3riCyqOw5UZbUNSvCQLqVhetykytamNIaboij+k7MKt0ceeQS7du3Cq6++in/961/417/+hVWrVuHuu+9GdXU1LrroItTW0hP89u3bcdVVV2Hu3Lno2bNnlluuKIpCY1kWfnvWRAzsVIwepQX4w9mTkO+DK5eiKP4RI1ZGfhzccWofKgYXVVaicDthuDNIvNKyYQ1ughhufhjcqDpeXLudLssq3LK7/UgQyiU/EkgouQU1RhYwrviUUlMVboqiBEHOzjZTpkxBPO6MbXTJJZegf//+2Lx5M1atWkX+7Xe+8x0cOHAAd999d9DNVBRFETG9f2es+v7J+PTWU/Hlsb2auzmKotigFG7PrtnmuV7OYPLquh2Oa5QbFGcg0ODvbQMuOQIXl4/KrOtHX6lKOA+7Lzy6H1mWU7hl252TeneybfRTgidGGNwKBYealGFWURTFKy1ytgl/IQ+ORp0xR5YuXYr77rsPN9xwA/r1oxcAiqIoiqIoFJQtYM+has/1cm50m/YcclyjDCPvbNpF/r0kaYLScmGTJogUbt77SkHEacCY0LOMLJsrMdwoA5+GcGt9UG73hTFzg1t1Ql1KFUXxnxZncFu0aBFWrVqFgQMHom/fvmn/dvDgQXzjG9/A4MGDcc011zRTCxVFURRFaanUECqHm08Y6bleTtVz/qS+jmuUseTTXQfJv1eFW9vAjxhufqi6Zg7sjPKiWMPnyX3KEWPiC0oShQRJ37Iix7Xh3Uqz2gYleOIRZ/+WKNwURVGCIOdHoTvuuAMrV67EgQMH8MEHH2DlypXo1q0b7rvvPoRsC4cbb7wR69atw9NPP02q3xRFURRFUdwY2M5pPDh3Qh/P9XLGjgm9nOogiRFNDW5tA3+SJng3dEXCITzy9Rn4f//3Lgqjefj5qWNdy1JQ8bOC5JJpA3H9o++mXatoX5jVNijB49WlVFEUJQhyfhRaunQpnnzyyYbPFRUVWLx4McaNG5dW7q233sJ//dd/YcGCBZg5c2aTvquqqgpVVUeyFu3dW5dJsKamBjU1NU2qM9eo/x2t5fcouYX2LyVItH8pQVNTU4P8PAs/OWkErn10BQDgj2dPRCpZi5oknajJHNpdKZVMOPt0ki5L9n2iXbW1SfY9uXRqf9z9wpqGz+dP6qPvVJbwMoaluAyKqRRZX8hyKjUt0GWlTKgoxdJLZjR85uq0wMTESvL9MwgKIxaWfGM6zrr3ZXQoiOL57xzbavt8W54nCYEbIiHZvWiL901CW+5fSvC0pP4laaOV8iP1VhbYvXs3VqxYgVtuuQVPPPEEbr31Vtxwww0AgNraWkycOBHr16/Hhx9+iPLy8oa/6927N9avX48tW7agS5curt9x00034eabb3Zcv++++1BQUODvD1IURVEUJWc5lKhbHuXn+eP+9tc1VfjnJ84F2uKZhSiOpH/HC1tr8LMVVY6yD89xusbVplI4/YkDadeO656HS4Y6E08BwMd7a3HDG4dwqBYozAN+cVQBOuWrSi7XeeCTavxtjTOW4LHd8nDZMOez/vvaavz94/Ty14+OY2LH7J21L/6oCg+uc/b5bw+L4Zhukay1Q2kbPLyuGvd+lN7nvzYoihN60l5PX1q231kHMcYqiqLYOXjwIM4++2zs2bMHJSUlrmVzXuFWT2lpKaZNm4YlS5Zg8uTJuPHGGzF37lxMmDABv/zlL/HWW2/hj3/8Y5qxTcp1112HK664ouHz3r17UVFRgblz52a8kS2FmpoaLFu2DHPmzEEkoosdxV+0fylBov1LCZog+9hrj70HfPK+4/q84+aiJJ7+XXveXA+seDXtWv+ORaisrKQrf+IfaR8revZEZeV4ti2nHHcQ72zahSl9ytGhMMaWU/zFS/9a+eQHwJoVjuu9mWe9fNn7wMfvpV2bPHECjhvSVdZoD7z22HvAOmefHzNmNCrHaZbuIGjL8+Tzj74LfLQq7dq40SNReZQzTiYAnLL1RTyyYlPD52tnD0Fl5YhA29jSacv9SwmeltS/6j0hTWgxBrd6IpEI5s+fjzfffBOPPvooJkyYgEcffRSWZeEvf/kLFi1alFZ+69atAIDTTjsN0WgUt956K6ZOnUrWHYvFEIs5F56RSCTnH7qU1viblNxB+5cSJNq/lKAJoo/FiOyOABCPRhGx/ZtFxHvrV15s3CbLCrmW7dupHfp2amdUl+I/Telf0Ty6/0TywmRdEaJ8fiya1bGT6/P5UR3Dg6YtzpNvbdztuBbJy2Pvw+IFUzD2J49hzfZ9GNOjPa44dmibu2dNpS32LyV7tIT+JWlfizO4AWhQsW3fvr3hWiqVwnPPPcf+zcsvvwwA2LFjR7CNUxRFURRFsRG2aNdULpOjnR+dPNr4u1Jc7CylxcIlR+C6z9IPtjiuxfOy6zocYRpn2ucVRUKUSMbBjbsAUByP4KMfnBxkkxRFUVqmwe3ZZ58FAPTr1w8A8Mwzz7BlJTHcFEVRFEVRgiCPyRDJGVLsjOre3vi7WkZ0XkVCiDEchJnst2t37HNco7I4BgmXjZTL2KsoXqCy4pqOr4qiKEGRkzPe888/j/vvvx+JRCLtek1NDe666y4sXrwY+fn5mD9/fjO1UFEURVEUxZwIY2SgNoR9y5yBu0OCjWNSLW6tDs5wwF3vUdr8yb44JRtnfFYUL4yr6OC4pvY2RVGam5xUuK1duxYLFy5EeXk5xo0bh7KyMuzYsQMrVqzAli1bEI/Hce+996KioqK5m6ooiqIoipKRGOHOF7IsWIRy6ei+HTGyeymWb9oNAFgwiQ76zdGtXX6T2qjkLqzBjVG+nTaqAi9/kh5GJdtqH07JxhmfFcULFx7dDzc/lp5YhFOGKoqiZIucNLjNmDED119/PZ599lksX74cO3bsQDQaRe/evXHGGWfg8ssvR//+/Zu7mYqiKIqiKEZECXc+TuljWRae/fYc/P7Fj1Acj+Cio93XPF8Z1wv/8+Z6AHVuVZfPHOy9wUpOwRnWONvVN6YNwNUPv512bXQPc7dkP4gw/VsVbkoQtItHHdckymBFUZQgyEmDW58+fXDbbbf5Ute6det8qUdRFEVRFKWpUAo3t4DepQVRXDNnmFHdvzxjPEIhC5/uOoirjh2CTsXxJrdTyU2kCreiWAQvfHcOpv5iGQDgne9VkmrKINEYbko2oQy8pflOI5yiKEo2yUmDm6IoiqIoSmuCyqDnl9KnU3Ecf10wxZe6lNyET5rA96Ep/Toh9etzgmpSRtgYbqo6UgIgP5qH0T3a452NuwAAnYvjOGZg52ZulaIobR09YlIURVEURQmYWMTpUhq2dBmmmMEnTcjdPsTGcGOUb4rilb8uOBqzB3XBlL4d8cCF07SvKYrS7KjCTVEURVEUJWAol1KNZaWYIs1SmgtoDDcl2wzrWopllx3b3M1QFEVpQM3+iqIoiqIoAUO5lLrFcFOUxrBJE3K4C3EKN43hpiiKorQVdMZTFEVRFEUJmBiRpfSzfYeboSVKS0SaNCEX4JRsGsNNURRFaSuowU1RFEVRFCVgooRLqaKY0pSkCc2NxnBTFEVR2jo64ymKoiiKogQM5VKqKKZ8uvsgeT2XkyZwhjWN4aYoiqK0FXJ3llYURVEURWklbNl7qLmboLRgduyn3Y9zWODGuo5qDDdFURSlraAznqIoiqIoSsAM7dKuuZugtGA4tVhOu5RqDDdFURSljaMGN0VRFEVRlIDpVBxv7iYoLRjOJTmnkyZoDDdFURSljaMznqIoiqIoSsDENGmCEgA5rXBTl1JFURSljaMznqIoiqIoSsBQwe27l+Y3Q0uUlkiKuc5lL80FNGmCoiiK0tZRg5uiKIqiKEoz0LVEDW6KGS0yhhurcMvdNiuKoiiKn6jBTVEURVEUpRmYNbBLczdBaSEsPKoveT2XDW4c6lKqKIqitBV0xlMURVEURckCE3uVpX2+ZNqAZmqJ0tIoL6KTbuSywa2sMEZeD+VwmxVFURTFT9TgpiiKoiiKkgVuP3l0gxHi2jlD0busqJlbpLQkZg3s7LgWyWG1WFQThSiKoihtnLzmboCiKIqiKEpb4NhBXbD5tlNRU5tCYUyXYIqMeCTsuMbFdssFomFnexVFURSlLaGrPUVRFEVRlCwRzQsjqqsvpQnE8lqWwS2mCjdFURSljaMzoaIoiqIoiqLkOHHCgBUJ5248tFw2BiqKoihKNtCZUFEURVEURVFynJbmUqrJERRFUZS2Tu7O0oqiKIqiKIqiAGh5BjdFURRFaevoLK0oiqIoiqIoOQ4Vwy2qBjdFURRFyVl0llYURVEURVGUHIeO4aZLeUVRFEXJVXSWVhRFURRFUZQcR11KFUVRFKVlobO0oiiKoiiKouQ4lHFNDW6KoiiKkrvoLK0oiqIoiqIoOU4ylXJci4Q1E6iiKIqi5CpqcFMURVEURVGUHOfxD7Y4rqnCTVEURVFyF52lFUVRFEVRFCXH6VKS77imWUoVRVEUJXfRWVpRFEVRFEVRcpxZAzs7rqnCTVEURVFyF52lFUVRFEVRFCXH2b6/ynFNDW6KoiiKkrvoLK0oiqIoiqIoOU5BNM9xrV1+pBlaoiiKoiiKCTlrcLvzzjtx2mmnYcCAAWjXrh1isRh69eqFBQsWYOXKlY7y//u//4sFCxZgxIgRKC8vRyQSQadOnVBZWYl///vfzfALFEVRFEVRFMUfurVzxnCzLM1SqiiKoii5Ss4a3G6//XY89thj6NChA4499liccMIJiMfjWLRoEcaOHYvHHnssrfyiRYuwePFiAMCkSZNw+umno2/fvnjsscdw4okn4vvf/35z/AxFURRFURRF8cxpoypQmh9t+Dx/bK9mbE3TyI+Em7sJiqIoipI1nNr0HOGRRx7BuHHjEI/H067fc889uPTSS3HRRRdhw4YNCIfrJu4bbrgBv/vd71BWVpZW/tVXX8Xs2bNx66234qyzzsLQoUOz9hsURVEURVEUxQ9ikTCe/+4c3PHE+ygviuH780Y0d5My8sH/OxFDbv2/hs8vX3lcM7ZGURRFUbJLzircpkyZ4jC2AcAll1yC/v37Y/PmzVi1alXD9TFjxjiMbUCd2u2ss85CKpXCM888E2STFUVRFEVRFCUwhncrxV++ejR+fto4tGukdstVBndph30/PxOvX308dvz4DIzq0b65m6QoiqIoWSNnFW5u1KvaolGzhYa0vKIoiqIoiqIo3imKRTC+l/NQXFEURVFaOzmrcONYtGgRVq1ahYEDB6Jv374Zyy9fvhz3338/IpEIjj322Cy0UFEURVEURVEURVEURWnL5LzC7Y477sDKlStx4MABfPDBB1i5ciW6deuG++67D6GQ01746KOP4sEHH0RNTQ02bNiAl156CZFIBL///e/Rp08f1++qqqpCVVVVw+e9e/cCAGpqalBTU+PvD2sm6n9Ha/k9Sm6h/UsJEu1fStBoH1OCRPuXEjTax5Qg0f6lBElL6l+SNlqpVCoVYFs8M3v2bDz55JMNnysqKrB48WLMmDGDLH/rrbfixhtvbPgcj8fxy1/+El/72tdIA11jbrrpJtx8882O6/fddx8KCgqa+AsURVEURVEURVEURVGUls7Bgwdx9tlnY8+ePSgpKXEtm/MGt3p2796NFStW4JZbbsETTzyBW2+9FTfccANb/vDhw1izZg3uuece3HPPPTjhhBPw4IMPusZxoxRuFRUV2LFjR8Yb2VKoqanBsmXLMGfOHEQikeZujtLK0P6lBIn2LyVotI8pQaL9Swka7WNKkGj/UoKkJfWvvXv3ory83MjglvMupfWUlpZi2rRpWLJkCSZPnowbb7wRc+fOxYQJE8jy8Xgcw4cPx29+8xvk5eXhV7/6Fe666y5ceeWV7HfEYjHEYjHH9UgkkvMPXUpr/E1K7qD9SwkS7V9K0GgfU4JE+5cSNNrHlCDR/qUESUvoX5L2tbikCZFIBPPnz0cqlcKjjz5q9DfnnnsuAOCRRx4JsmmKoiiKoiiKoiiKoiiK0vIMbgBQXl4OANi+fXsg5RVFURRFURRFURRFURSlqbRIg9uzzz4LAOjXr18g5RVFURRFURRFURRFURSlqeSkwe3555/H/fffj0QikXa9pqYGd911FxYvXoz8/HzMnz8fALBt2zb8/Oc/x+7dux11LVu2DNdccw0AYOHChYG3XVEURVEURVEURVEURWnb5GTShLVr12LhwoUoLy/HuHHjUFZWhh07dmDFihXYsmUL4vE47r33XlRUVACoS8t61VVX4cYbb8T48ePRo0cPHDhwAKtXr8aHH34IAPjud7+L008/vTl/lqIoiqIoiqIoiqIoitIGyEmD24wZM3D99dfj2WefxfLly7Fjxw5Eo1H07t0bZ5xxBi6//HL079+/oXynTp3w05/+FM888wxWrlyJN954A8lkEl27dsVZZ52Fiy++GDNnzmy+H6QoiqIoiqIoiqIoiqK0GXLS4NanTx/cdtttxuULCgpw9dVX4+qrrw6wVYqiKIqiKIqiKIqiKIqSmZyM4aYoiqIoiqIoiqIoiqIoLZWcVLjlCqlUCgCwd+/eZm6Jf9TU1ODgwYPYu3cvIpFIczdHaWVo/1KCRPuXEjTax5Qg0f6lBI32MSVItH8pQdKS+le9fajeXuSGGtxc2LdvHwA0JGdQFEVRFEVRFEVRFEVR2jb79u1Du3btXMtYKROzXBslmUxi8+bNKC4uhmVZzd0cX9i7dy8qKirw6aefoqSkpLmbo7QytH8pQaL9Swka7WNKkGj/UoJG+5gSJNq/lCBpSf0rlUph37596NatG0Ih9yhtqnBzIRQKoUePHs3djEAoKSnJ+Y6stFy0fylBov1LCRrtY0qQaP9Sgkb7mBIk2r+UIGkp/SuTsq0eTZqgKIqiKIqiKIqiKIqiKD6iBjdFURRFURRFURRFURRF8RE1uLUxYrEYfvCDHyAWizV3U5RWiPYvJUi0fylBo31MCRLtX0rQaB9TgkT7lxIkrbV/adIERVEURVEURVEURVEURfERVbgpiqIoiqIoiqIoiqIoio+owU1RFEVRFEVRFEVRFEVRfEQNboqiKIqiKIqiKIqiKIriI2pwawMcPnwYP/jBDzBw4EDE43F069YNF1xwATZu3NjcTVOagZkz/3979x4VVbn+Afw7MjDcQWBUvAuK5gVRO4ziBdS84QUBlaOloJWXYz9IK2t5RDypK48XUFuVJyrELCvBTM2OpuKVtNLS4yWvKJliqFjKHXl+f7RmxzgDDDgGwvez1qwV736fvd898/TIetizdxBUKlW5r//+978m49atWwd/f384OjrCzc0NwcHBSE9Pr/BY6enpCA4OhpubGxwdHeHv74/k5OQKY65evYopU6agadOmsLW1hY+PD+bPn4+CgoJqnzNZ3tGjR7FkyRKEhYWhWbNmUKlUsLW1rTSuNucRa2XtUdX8WrBgQYV17bXXXis3lvlV/+Tl5WHz5s149tln4evrC2dnZzg4OKBr1654/fXXce/evXJjWcOoMtXJL9Ywqor4+HiEhYWhXbt2cHFxgUajQatWrRAZGYlTp06VG8f6Reaqao6xhlVAqE7Lz8+XgIAAASCenp4ybtw48ff3FwCi1WrlwoULNb1E+osFBgYKAAkPD5fIyEij14kTJ4xiZs2aJQDEzs5OQkJCZMiQIaJWq8XKyko2bdpk8jibNm0SKysrUalUEhgYKOHh4eLq6ioAZNasWSZjLly4IFqtVgBI586dZdy4ceLl5SUApFevXlJQUGDR94KqLyQkRAAYvDQaTYUxtTmPWCtrl6rmV1xcnACQ3r17m6xrn332mck45lf9lJiYqORVp06dZOzYsTJkyBBxcnISANKhQwe5ceOGURxrGJmjOvnFGkZV4e7uLra2tuLv7y+hoaESGhoqPj4+AkBsbGxk+/btRjGsX1QVVc0x1rDyseFWx8XGxirJd/fuXWV8xYoVAkD69etXg6ujmqBvuGVkZJg1f/fu3QJA3N3d5dy5c8p4enq62NjYiIuLi9y+fdsg5vbt2+Li4iIAJDU1VRnPysqStm3bCgDZs2eP0bH69esnACQ6OloZKy4ultDQUAEg8+fPr+LZ0qOyZMkSmT9/vmzdulWysrIqbYjU9jxiraxdqppf+l/0kpKSzD4G86v+Sk5OlhkzZhjUIhGRa9euSbdu3QSAjB8/3mAbaxiZqzr5xRpGVXHw4EHJz883Gn/77bcFgDRt2lRKSkqUcdYvqqqq5hhrWPnYcKvDioqKlA7xsWPHjLb7+voKAPn+++9rYHVUU6racAsODhYAkpCQYLQtOjpaAMjy5csNxpcuXSoAJCQkxChm06ZNAkBGjBhhMP7tt98KAGnUqJHRXyaysrLE2tpaGjZsKEVFRWatm/5alTVEanMesVbWfo+i4cb8IlPS09OVfCssLFTGWcPIEsrLL9YwshR9o+LUqVPKGOsXWZKpHGMNKx/v4VaHHTx4EHfu3IG3tze6detmtH3MmDEAgK1bt/7VS6PHREFBAXbv3g3gz3wpq7wc2rZtW7kxw4cPh62tLXbt2mXwPXt9zMiRI6HRaAxiGjdujL59+yInJweHDh16iDOimlDb84i1sn5ifpEpXbt2BQAUFhbi1q1bAFjDyHJM5Vd1Mb/IFCsrKwCAjY0NANYvsrwHc6y66kuOseFWhx0/fhwA0L17d5Pb9eP6eVS/vP/++/jHP/6BF154AatXr0ZmZqbRnJ9++gmFhYXQarVo3ry50XZ9Dp04ccJgXP+zqdyzsbFB586dUVBQgLNnzyrjzNe6q7bnEXOv7tizZw9efPFFTJ8+HYsWLcLRo0fLncv8IlMuXboEALC2toabmxsA1jCyHFP5VRZrGD2MdevW4ezZs/Dx8YGXlxcA1i+yLFM5VhZrmDH1I9kr1Qr6Boqp4lp23FSjheq+RYsWGfz88ssvIzY2FrGxscpYZTnk4OAAV1dX5OTk4O7du3BycsLvv/+OO3fuVBjXvHlzfP/998jMzFT+2st8rbtqex4x9+qODz/80ODn2NhYhIeHY+3atXB0dFTGmV9UnlWrVgEAhg4dqvz1nDWMLMVUfpXFGkZVsWzZMpw6dQq5ubk4c+YMTp06haZNm+Ljjz9GgwZ/XFfD+kUPw5wcK4s1zBivcKvD9I8dt7e3N7ndwcHBYB7VD/369cOHH36IixcvIi8vD2fPnsXixYuhVqsxf/585ZdBoPIcAozzqGw+VSX3mK91V23PI+be469t27ZYvnw5Tp06hXv37uHnn3/GRx99hGbNmiE1NRUTJ040mM/8IlO2b9+O999/H9bW1li4cKEyzhpGllBefgGsYVQ9O3bsQHJyMlJSUnDq1Cm0aNECH3/8MXr06KHMYf2ih2FOjgGsYRVhw60OExEAgEqlqnA71S+vv/46nnnmGXh5ecHOzg4+Pj6YO3cuNm/eDACIi4tDfn4+gMpzqOyc8n42J8acYzFfH1+1PY+Ye4+/Z555Bi+99BI6duwIBwcHNG/eHBMmTMB3330Hd3d3bN68Genp6cp85hc96MyZM3jmmWcgIli2bJny13SANYweXkX5BbCGUfXs2rULIoKcnBzs378f7du3R1BQEBYvXqzMYf2ih2FOjgGsYRVhw60Oc3JyAgDk5uaa3J6XlwcABpd3Uv01ePBgPPnkk/jtt99w+PBhAJXnEGCcR/qYstsqizHnWMzXx1dtzyPmXt3l6emJyZMnA/jjr7R6zC8q6+rVqxg6dChycnIwe/ZsxMTEGGxnDaOHUVl+VYQ1jMzh6uqKvn37Yvv27ejRowdiY2Px3XffAWD9IsuoKMcqwhrGhlud1rJlSwB//ENvin5cP4+oXbt2AIDr168DqDyHcnNzcefOHbi6uirFzNnZGS4uLhXGmco95mvdVdvziLlXtz1Y1wDmF/3p5s2bGDRoEDIzMzF58mQsX77caA5rGFWXOflVGdYwMpe1tTUiIiIgIsoTF1m/yJJM5Vhl6nsNY8OtDtNfrn7s2DGT2/Xjvr6+f9maqHbLyckB8GeHv3379tBoNMjOzjZZpMrLoYpyr7i4GCdPnoRGo0H79u3NiqnoWFT71fY8Yu7VbQ/WNT3mF929exfDhg3DTz/9hLCwMCQmJpr8yglrGFWHuflVGdYwqgoPDw8AQHZ2NgDWL7K8B3OsMvW+hgnVWYWFheLi4iIA5NixY0bbfX19BYB8++23NbA6qm1+/fVXcXBwEADy888/K+PDhg0TAJKQkGAUEx0dLQBk6dKlBuP//ve/BYCEhIQYxWzatEkASHBwsMH4kSNHBIA0atRICgoKDLZlZWWJtbW1uLi4SFFRUfVPkh4ZAKLRaMrdXpvziLWy9qssv8pTWloqOp1OAMj69esNtjG/6reCggLp37+/AJAhQ4ZIYWFhhfNZw6gqqppf5WENo6qKjIwUALJs2TJljPWLLMlUjpWHNUyEDbc67p///KcAkICAALl3754yvmLFCgEgffr0qcHV0V/tm2++kT179khpaanBeEZGhvTu3VsAyKhRowy2ff311wJA3N3d5dy5c8p4enq6aDQacXZ2llu3bhnE3Lp1S5ydnQWApKamKuM3btyQtm3bCgDZtWuX0fr0a4iJiVHGiouLJSwsTADIvHnzHub06RGqrCFS2/OItbJ2qyi/srOzJTk52egXr7t378q0adMEgDRp0kRyc3MNtjO/6q+SkhIJDQ0VANK3b1+j3DCFNYzMVdX8Yg2jqti/f7988sknUlxcbDBeVFQkq1evlgYNGoidnZ1kZmYq21i/qCqqmmOsYRVjw62Oy8/PV7rKnp6eMm7cOOVnd3d3OX/+fE0vkf5CSUlJSi4EBgZKRESE9O7dW2xtbQWAdOrUSW7cuGEUFxMTIwDE3t5eQkJCZNiwYaJWq6VBgwaSkpJi8lgpKSnSoEEDUalUEhQUJGPGjBFXV1cBINHR0SZjzp07J+7u7gJAunTpIhEREeLl5SUARKfTSX5+vkXfD6q+bdu2iU6nU14ARKVSGYxt27bNIKY25xFrZe1SlfzKyMgQAOLs7Cw6nU7Gjh0rgwYNUnLA1dVVDh48aPI4zK/6aeXKlQJAAEhoaKhERkaafGVnZxvEsYaROaqaX6xhVBX63+U9PDxkyJAhMmHCBBk8eLB4enoKALG1tZVPP/3UKI71i8xV1RxjDasYG271QF5ensTGxoq3t7fY2NhI48aNJTIy0uAvH1Q/nD59WmbMmCHdu3cXrVYrarVaXFxcpGfPnrJixQrJy8srNzYpKUl69Ogh9vb24uLiIkOGDJEDBw5UeLyDBw/K0KFDxdXVVezt7aVHjx7ywQcfVBiTmZkpUVFR0qRJE7GxsRFvb2+ZN29ehWujv57+H+OKXklJSSbjamsesVbWHlXJr99//11effVVCQwMlGbNmolGoxF7e3vp1KmTvPTSS3L16tUKj8X8qn/i4uIqzS8AkpGRYRTLGkaVqWp+sYZRVVy6dEnmzp0rvXv3Fk9PT7G2thYHBwfp1KmT/N///V+FjQPWLzJHVXOMNaxiKhEREBERERERERERkUXwKaVEREREREREREQWxIYbERERERERERGRBbHhRkREREREREREZEFsuBEREREREREREVkQG25EREREREREREQWxIYbERERERERERGRBbHhRkREREREREREZEFsuBEREREREREREVkQG25ERET1ROvWraFSqWp6GVUSFRUFlUqlvEaPHl2l+MfxnKtL/17t3bu3ppfy0EpLS7Fy5Up06dIFdnZ20Gq1GDt2LE6fPl1h3LZt2xAYGAgXFxc4OzsjMDAQ27ZtqzDmzJkzGDt2LLRaLezs7NClSxckJCSgtLTU5Px9+/bhX//6F4YPHw6tVguVSoUOHTpU+1zr4zr8/PwM/r9esGDBQ6+biIiotlHX9AKIiIjo4V2+fBlt2rRBYGBgnWi4PGjIkCFo0qQJunfvXtNLoUdMRBAREYGUlBS4urpi+PDhuHnzJlJTU/Hll18iLS0NOp3OKG716tWIiYmBWq3GU089BY1Gg507d2LkyJFYtWoVoqOjjWIOHz6MgQMHIi8vD/7+/mjdujX279+P2bNn49ChQ9i4caNRwzYmJgbHjx+36DnXt3WMGjUKfn5+uHDhAg4dOmTJUyAiIqo9hIiIiB57GRkZAkACAwPLnXPhwgU5c+bMX7coC4iMjBQAkpaWVq34Vq1aSX35defatWty5swZyc3NremlPJT3339fAEi7du0kKytLGU9JSREA4u3tLcXFxQYxZ8+eFbVaLRqNRtLT0w3G3d3dRa1Wy7lz5wxiiouLxdvbWwBIfHy8Mn737l3p1auXAJAPPvjAaH2vvPKKLF68WHbu3CnHjh0TANK+fftqn299XkdSUpIAkLi4uGqvm4iIqLbiV0qJiIjqCW9vb4t85YxqJ09PT3To0AH29vY1vZSHsmLFCgDA0qVL0bhxY2U8PDwco0aNwsWLF/HFF18YxKxatQolJSWYPn06evXqpYz7+Pjgn//8J0pKSrB69WqDmM8//xwXL15E165dMWvWLGXc0dERb731FgAgPj7eaH1Lly7F3LlzMWjQIDRs2PChz5frICIiqpvYcCMiInrMLViwAG3atAHwx/2Uyt4bKSoqSpln6n5mly9fhkqlQlBQEHJzczF79my0aNECdnZ26N69O7Zu3arM3bhxI/z9/eHg4IDGjRsjOjoa+fn5Jtd07949vP766+jSpQvs7e2V+2lt3rzZ4udfUlKCN954A+3atYOtrS28vLwQGxuLoqIik/NFBBs2bMDf//53+Pj4wMHBAU5OTvD398fbb79tdK+qmTNnQqVSITExsdz9eXt7w8rKCleuXFHGz5w5g4kTJ8Lb2xu2trbQarXw8/PDiy++iOvXr5t1bsXFxfjPf/4Df39/eHh4wN7eHq1bt8aIESPwySefGMwt7x5uZT/39957D76+vrCzs0OTJk0wbdo03Llzp9xjv/322+jduzdcXV1hb28PHx8fPP/88zh58qTR/IMHDyI0NBSNGjWCRqNB69atER0djezsbLPOFQAyMjJw+vRp2NnZYfjw4Ubbx4wZAwAGeQlAuU+bfntZY8eOrXJMt27d4OXlhZMnT+Ly5ctmr786uA4iIqK6iQ03IiKix5yfnx/Cw8MBAI0bN0ZkZKTy6tOnj1n7KCoqwsCBA/Hhhx/Cz88PPXv2xPHjxxEaGopdu3YhISEBEyZMgFqtxuDBg3H//n28+eabeO6554z2dePGDeh0OsTFxSEnJweDBg2CTqfD0aNHERoaiiVLllj0/MePH4+5c+ciKysLQ4cORZcuXRAfH4+wsDCIiNH8wsJCTJgwATt37kSjRo0wcuRI6HQ6nDp1CjNnzsSUKVMM5k+fPh0Aym247dmzB5cuXcLgwYPRqlUrAMCxY8fQo0cPfPTRR9BqtQgNDYVOp0NRURFWrVqFs2fPmnVuEydOxPTp05GRkYGAgACMGjUKLVq0wIEDB7BmzZqqvE2YM2cOZs6cCWdnZwwdOhQignfffRejRo0yep9yc3MxcOBAzJw5EydOnEBAQABGjhwJV1dXrF27FikpKQbzV69ejX79+mHr1q1o27YtRo0aBTs7O7z55pvQ6XRmNxj19wLr3LkzrK2tjbbr7+FX9p5hd+7cQWZmJoA/GkMPat68OTw8PHDlyhX89ttvRscq776Apo71KHAdREREdRMfmkBERPSYGz16NPz8/JCamooOHTpg7dq1Vd7HN998g6CgIJw7d075WtjatWsxefJkzJgxA7dv38aePXvQt29fAMC1a9fQrVs3fPzxx1i4cCG8vLyUfU2ePBmnT5/GnDlzsGjRIqVxom9KzZs3D8HBwfD19X3oc9+wYQNSUlLg5eWF/fv3o1mzZgD+uFKqX79+uHr1qlGMWq1GamoqRowYARsbG2U8OzsbwcHBSE5OxpQpU9CvXz8AQJcuXRAQEID09HQcP34cXbt2NdifvhH3/PPPK2OrV69Gfn4+UlNTERYWZjD/zJkzcHV1rfTcLl++jE8//RR/+9vfsH//ftja2irb8vPz8eOPP1a6j7LWr1+PI0eOwM/PDwBw8+ZN9OrVCwcOHEBaWhoGDBigzI2JicGBAwfQv39/bNy4Ee7u7sq2X375BVlZWcrPhw8fxqxZs9CyZUts2bJF+VxFBIsWLcL8+fMRHR2NjRs3VrpGfeOsefPmJrfrx/Xzyv53w4YN4eDgUG7czZs3kZmZiS5dulT7WI8C10FERFQ38Qo3IiIigpWVFRITEw3uwTRp0iRotVpcuHABL7zwgtJsA4CmTZvi6aefBgDs379fGf/xxx/x1VdfISAgAEuWLDG4SsnLywsrVqzA/fv38d5771lk3e+88w4AYOHChUqzDQDatGmD2NhYkzFqtRphYWEGzTYA0Gq1eOONNwDA6B5h06ZNAwCjdd+6dQubN29G48aNMXLkSGX8119/BQCDJpbeE088AU9Pz0rPTb+PgIAAg2YbANjZ2Rncq8wcCxcuVJptAODh4YEZM2YAMPwMr1+/jrVr18LOzg7r1q0zaLYBQLNmzdCjRw/l5yVLlqC0tBTvvvuuQRNVpVJh3rx56NatGzZt2oSbN29WusZ79+4BQLn3odM31PTzzImpbpypmEeB6yAiIqqb2HAjIiIitG7dGm3btjUYa9CggfIVyUGDBhnFeHt7A4DB1wW//vprAEBISIjR/eIAKF9x/e677x56zcXFxThy5AgaNGhg8r5T48ePrzD+xx9/xNKlSzFz5kxMnjwZUVFRSgPv/PnzBnPHjRsHNzc3rF+/3uC+devWrUNhYSGioqIMmov6htSkSZPw7bffGt0XzhwdOnSAg4MDkpKSkJiYiFu3blV5H2UNHjzYaMzHxweA4WeYlpaG+/fvIzg4uNyrnfRKS0uxe/duODk5YeDAgUbbVSoVevfujdLSUhw9erTSNeq/2moqdx4mxtRXi8uusaoxjwLXQUREVLfwK6VERERkcHVYWfqrWkxt128rLCxUxvQ3VH/11Vfx6quvlns8c652qsytW7dQVFQET09Po6vVAMDJyQmurq5GDwUoKipCVFQUNmzYUO6+7969a/Czra0tJk2ahJUrVyIlJQUTJ04E8McVbyqVCs8++6zB/FdeeQUHDx7E1q1bsXXrVri4uECn02HEiBGIioqCk5NTpefn7OyMxMRETJ06FVOnTsW0adPQvn179O/fH5MmTULPnj0r3UdZpppnjo6OAAw/w59//hnAnw3Vity6dUu54kmtrvjXSnM+c/37kpuba3K7fly/bnNiACAvL88oztHRETk5OeXGmYqpjpdfftno3Pv06aPc/7C+rYOIiKi+YMONiIiIKr2iyNwrju7fvw8A6Nu3r8F93R7k4eFh/uLKUZ2roQAgPj4eGzZsQOfOnbFs2TJ0794dDRs2hLW1Nc6dO4f27dubvJpn+vTpWLlyJd577z1MnDgR6enpOH36NPr374927doZzHV2dsaePXtw6NAhbN26FXv37sXu3buxc+dOvPHGGzhw4IBZDa3x48fjqaeewhdffIGdO3di3759eOedd/DOO+/glVdewdKlS80+76q+T+bM13/eTk5ORveqe5D+asmKtGzZEgBM3nuv7Lh+Xtn/1jeLTN3Hrby4nJwcXL161eT9BE3FVEdKSorB02v19I2u+rYOIiKi+oINNyIiIrIY/VVUY8aMQXR09CM9loeHB2xsbJCVlYWioiKjq9zu3r1rdHUbAHz++ecAoDTdyrp06VK5x2vfvj2CgoKwd+9enD171uTDEspSqVTo06eP8jXa7OxsxMTEYMOGDZg7dy4+/fRTs85Tq9Xiueeew3PPPQcRwY4dOxAREYFly5YhKioKHTt2NGs/5mrRogUA4MKFC5XO9fDwgEajgbW1dbUe1vEg/QMpTp48ieLiYqMnlR47dgwADBpCrq6uaNmyJTIzM/HDDz8YPZn36tWruHnzJlq2bAkXFxeDYx0/fhzHjh1DcHCw0VpMHas69Fd9lqe+rYOIiKi+4D3ciIiI6gB9s6mkpKRG1/HUU08BADZv3vzIj2VtbQ1/f3+UlpYiNTXVaPsnn3xiMi4nJwfAn42lsj777LMKj6l/eEJ8fDw+++wzuLm5VXpll55Wq8WCBQsAAP/73//MinmQSqXC0KFDMXz4cAB/NKYsLSgoCFZWVti+fTt++eWXCueq1WoEBQXh9u3bBg9eqK42bdrgiSeeQH5+Pr788kuj7SkpKQCAESNGGIzr3w/99rL0T0etSswPP/yAS5cuoWPHjmjTpk01zsR8XAcREVHdxIYbERFRHeDh4QFra2tcvHhR+ZpfTejZsycGDhyItLQ0zJo1y+iJhqWlpdi5cycOHjxokePpG2Dz5883uPH/lStXsHDhQpMx+gcFrFmzxmA8JSUF69atq/B4YWFh0Gq1ePfdd5GXl4dJkyZBo9EYzVuzZg0yMjKMxr/66isA5n0t74cffsCmTZtQXFxsMJ6Tk4MjR46YvZ+qatq0KSZNmoT8/HxERUXh9u3bBtuvXbumXO0EAHPnzkWDBg0QGRlp8nO9du0a3nrrLbOPP3v2bADAnDlzlCe1AsCmTZuwZcsWtGnTBqNHjzaIiYmJgZWVFdasWYPDhw8r4+fPn8fixYthZWVldMVlaGgo2rRpg+PHjyMhIUEZz83NxcyZMw3W8ihxHURERHWUEBERUZ0wcuRIASCdOnWSiRMnyrPPPisffPCBsr1Vq1by4D/9GRkZAkACAwNN7jMwMFAASEZGhtG2pKQkASBxcXEG41lZWeLr6ysAxM3NTQYMGCARERHSp08f0Wq1AkASEhLMOqfIyEgBIGlpaSa3l5aWSmhoqAAQJycnGT16tISEhIiDg4MEBwdLy5Ytjc553759YmVlJQCkR48eMn78eHnyyScFgLz88ssVvh8iInPmzBEAAkBOnjxpck7Xrl0FgHTs2FHCw8MlIiJC/Pz8BIDY2dlJenp6pef++eefCwBxcXGRgQMHytNPPy3Dhw8XZ2dnASChoaFmvVemPne9tLQ0ASCRkZEG47///rv06tVLeV+Dg4Nl3Lhx4u/vL2q12ugzf/PNN5X31NfXV8LDw2X48OHSuXNnsbKyEhcXl0rPV+/+/fvKZ9qwYUMZM2aMBAUFiUqlEltbWzl06JDJuPj4eAEgarVahg0bJiEhIWJnZycAJD4+3mTMoUOHlDk6nU7GjRsnnp6eAkBGjx4t9+/fN4pJTEwUnU4nOp1O+UxtbW2VMZ1OJ0ePHjX7fOvzOsqrIURERHUBG25ERER1xI0bN2TixInSpEkTpflRtpHyVzXcRETy8vIkPj5edDqdODk5iUajkdatW8vgwYPlrbfekuzsbLPOqbKGm4hIUVGRLF68WLy8vMTGxkZatWolr732mhQUFJTbbPrmm29kwIAB0rBhQ3FycpKAgABJTU2t9P0QEdmxY4cAkICAgHLnbNmyRaZMmSKdOnUSV1dXsbe3Fx8fH5k6daqcP3/erHO/fv26LFq0SAYMGCDNmzcXGxsbady4sfTp00eSk5OluLjYYL4lG24iIgUFBZKQkCBPPvmkODg4GJyDqUbj999/L08//bS0aNFCrK2txc3NTXx9fWXmzJmyd+9es85Zr6SkRFasWCGdOnUSW1tbcXd3l7CwsHIbnHpbtmyRvn37iqOjozg6OkqfPn3kiy++qDDm5MmTEh4eLu7u7qLRaKRjx46yfPlyKSkpMTk/Li5OabiW96ooX7mOP7HhRkREdZlKxMRjuIiIiIhqgaioKCQnJyMtLQ1BQUE1vRwAwNSpU5GYmIikpCRERUXV9HKIHltr167F5MmTERcXp9zfkIiIqK7gU0qJiIio1luyZAnWrl2L7t27P/Knn1bkypUrWL9+PTw8PBAREVFj6yB6nM2fPx+ZmZlmPQmXiIjoccWGGxEREdV6O3bsAADcuXOnRhpuy5Ytw4kTJ/D1118jPz8fS5YsgZ2d3V++DqK6YMuWLTh+/HhNL4OIiOiR4ldKiYiIiCoRFBSEffv2oVmzZpg6dSpiY2OhUqlqellEREREVEux4UZERERERERERGRBDWp6AURERERERERERHUJG25EREREREREREQWxIYbERERERERERGRBbHhRkREREREREREZEFsuBEREREREREREVkQG25EREREREREREQWxIYbERERERERERGRBbHhRkREREREREREZEFsuBEREREREREREVnQ/wOrk3diDaqoaQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].Salt.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ac3084a8-3ed9-45fd-b384-500b92a57be0",
   "metadata": {
    "papermill": {
     "duration": 0.011363,
     "end_time": "2025-03-26T20:48:10.427640",
     "exception": false,
     "start_time": "2025-03-26T20:48:10.416277",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Total Salt Change between Entries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "082646f3-1208-4373-b779-adf8039638ab",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:10.450903Z",
     "iopub.status.busy": "2025-03-26T20:48:10.450716Z",
     "iopub.status.idle": "2025-03-26T20:48:10.750793Z",
     "shell.execute_reply": "2025-03-26T20:48:10.750492Z"
    },
    "papermill": {
     "duration": 0.312962,
     "end_time": "2025-03-26T20:48:10.751732",
     "exception": false,
     "start_time": "2025-03-26T20:48:10.438770",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].Salt_chg.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b0e7bfd-5acc-44a3-b957-311ea0f62841",
   "metadata": {
    "papermill": {
     "duration": 0.012065,
     "end_time": "2025-03-26T20:48:10.776678",
     "exception": false,
     "start_time": "2025-03-26T20:48:10.764613",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Anomalous Total Salt Change"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "e0c11fd8-f8d3-441b-9cbe-e2e89548deae",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:10.801003Z",
     "iopub.status.busy": "2025-03-26T20:48:10.800826Z",
     "iopub.status.idle": "2025-03-26T20:48:11.025471Z",
     "shell.execute_reply": "2025-03-26T20:48:11.025159Z"
    },
    "papermill": {
     "duration": 0.238117,
     "end_time": "2025-03-26T20:48:11.026433",
     "exception": false,
     "start_time": "2025-03-26T20:48:10.788316",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].Salt_anom.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "37be35b6-faf6-494b-8f3e-1389c3f0b6b4",
   "metadata": {
    "papermill": {
     "duration": 0.012402,
     "end_time": "2025-03-26T20:48:11.051525",
     "exception": false,
     "start_time": "2025-03-26T20:48:11.039123",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Total Heat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "5bbb7162-b26c-470a-81fd-8de58b448389",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:11.077095Z",
     "iopub.status.busy": "2025-03-26T20:48:11.076888Z",
     "iopub.status.idle": "2025-03-26T20:48:11.275261Z",
     "shell.execute_reply": "2025-03-26T20:48:11.274951Z"
    },
    "papermill": {
     "duration": 0.212502,
     "end_time": "2025-03-26T20:48:11.276233",
     "exception": false,
     "start_time": "2025-03-26T20:48:11.063731",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].Heat.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1e9cc14a-666c-4800-b265-2d830a01bf4a",
   "metadata": {
    "papermill": {
     "duration": 0.012993,
     "end_time": "2025-03-26T20:48:11.304610",
     "exception": false,
     "start_time": "2025-03-26T20:48:11.291617",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Total Heat Change between Entries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "deb250c3-8b8a-42d7-9270-62236c45d4a5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:11.331208Z",
     "iopub.status.busy": "2025-03-26T20:48:11.331034Z",
     "iopub.status.idle": "2025-03-26T20:48:11.634150Z",
     "shell.execute_reply": "2025-03-26T20:48:11.633839Z"
    },
    "papermill": {
     "duration": 0.317657,
     "end_time": "2025-03-26T20:48:11.635089",
     "exception": false,
     "start_time": "2025-03-26T20:48:11.317432",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].Heat_chg.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "92df566e-4496-4275-a50d-c98c40df038c",
   "metadata": {
    "papermill": {
     "duration": 0.013555,
     "end_time": "2025-03-26T20:48:11.662648",
     "exception": false,
     "start_time": "2025-03-26T20:48:11.649093",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Anomalous Total Heat Change"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "44bb9529-ccde-4eec-9198-58c5ed8a8e2f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:11.690867Z",
     "iopub.status.busy": "2025-03-26T20:48:11.690693Z",
     "iopub.status.idle": "2025-03-26T20:48:12.075038Z",
     "shell.execute_reply": "2025-03-26T20:48:12.074748Z"
    },
    "papermill": {
     "duration": 0.399488,
     "end_time": "2025-03-26T20:48:12.075853",
     "exception": false,
     "start_time": "2025-03-26T20:48:11.676365",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].Heat_anom.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f9d1ec0-b283-47a1-93a9-c3314ff889d7",
   "metadata": {
    "papermill": {
     "duration": 0.013819,
     "end_time": "2025-03-26T20:48:12.104450",
     "exception": false,
     "start_time": "2025-03-26T20:48:12.090631",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Age"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "fada90f8-34b2-46bf-a88b-9534c0fa4aed",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-26T20:48:12.133035Z",
     "iopub.status.busy": "2025-03-26T20:48:12.132861Z",
     "iopub.status.idle": "2025-03-26T20:48:12.312072Z",
     "shell.execute_reply": "2025-03-26T20:48:12.311741Z"
    },
    "papermill": {
     "duration": 0.194797,
     "end_time": "2025-03-26T20:48:12.313050",
     "exception": false,
     "start_time": "2025-03-26T20:48:12.118253",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "for i,l in zip(range(len(label)), label):\n",
    "  ocean_stats[i].age.plot(ax=ax,label=l,lw=3);\n",
    "    \n",
    "ax.legend()\n",
    "ax.grid();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "845e3738-7811-4842-b08c-d80641406208",
   "metadata": {
    "papermill": {
     "duration": 0.014225,
     "end_time": "2025-03-26T20:48:12.343924",
     "exception": false,
     "start_time": "2025-03-26T20:48:12.329699",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python (mom6-tools)",
   "language": "python",
   "name": "mom6-tools"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.9"
  },
  "papermill": {
   "default_parameters": {},
   "duration": 20.283753,
   "end_time": "2025-03-26T20:48:14.680225",
   "environment_variables": {},
   "exception": null,
   "input_path": "ocean_stats.ipynb",
   "output_path": "ocean_stats.ipynb",
   "parameters": {},
   "start_time": "2025-03-26T20:47:54.396472",
   "version": "2.6.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}