{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "# STL File Import\n",
    "\n",
    "This notebook will give a tutorial on importing and working with `.stl` surface mesh files in Tidy3d.\n",
    "\n",
    "To use this functionality, remember to install Tidy3D as `pip install \"tidy3d[trimesh]\"`, which will install optional dependencies needed for processing surface meshes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:29:22.086242Z",
     "iopub.status.busy": "2023-03-27T23:29:22.085616Z",
     "iopub.status.idle": "2023-03-27T23:29:23.325694Z",
     "shell.execute_reply": "2023-03-27T23:29:23.325101Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# standard python imports\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# tidy3d imports\n",
    "import tidy3d as td\n",
    "import tidy3d.web as web\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Getting started: a simple box mesh\n",
    "We'll start with importing an STL file representing a simple slab. We need to make sure we understand the units associated with the data in the STL file. Here, we'll assume the STL data is stored in microns. The STL files used in this tutorial can be downloaded from our documentation [repo](https://github.com/flexcompute-readthedocs/tidy3d-docs/tree/readthedocs/docs/source/notebooks/misc).\n",
    "\n",
    "As a reference case, we'll also make a box with the same dimensions using the standard Tidy3D approach of making shapes: using [td.Box](https://docs.flexcompute.com/projects/tidy3d/en/latest/_autosummary/tidy3d.Box.html).\n",
    "\n",
    "The STL box has size `0.8 um x 1.3 um x 0.3 um`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:29:23.328132Z",
     "iopub.status.busy": "2023-03-27T23:29:23.327867Z",
     "iopub.status.idle": "2023-03-27T23:29:23.354310Z",
     "shell.execute_reply": "2023-03-27T23:29:23.353741Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# make the geometry object representing the STL solid from the STL file stored on disk\n",
    "box = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/box.stl\",\n",
    "    scale=1,  # the units are already microns as desired, but this parameter can be used to change units [default: 1]\n",
    "    origin=(\n",
    "        0,\n",
    "        0,\n",
    "        0,\n",
    "    ),  # this can be used to set a custom origin for the stl solid [default: (0, 0, 0)]\n",
    "    solid_index=None,  # sometimes, there may be more than one solid in the file; use this to select a specific one by index\n",
    ")\n",
    "\n",
    "# define material properties of the box\n",
    "medium = td.Medium(permittivity=2)\n",
    "\n",
    "# create a structure composed of the geometry and the medium\n",
    "structure = td.Structure(geometry=box, medium=medium)\n",
    "\n",
    "# to make sure the simulation runs correctly, let's also make a reference box the usual way\n",
    "box_ref = td.Box(center=(0, 0, 0), size=(0.8, 1.3, 0.3))\n",
    "\n",
    "# make the reference structure\n",
    "structure_ref = td.Structure(geometry=box_ref, medium=medium)\n",
    "\n",
    "wavelength = 0.3\n",
    "f0 = td.C_0 / wavelength / np.sqrt(medium.permittivity)\n",
    "\n",
    "# set the domain size in x, y, and z\n",
    "domain_size = 2.5\n",
    "\n",
    "# construct simulation size array\n",
    "sim_size = (domain_size, domain_size, domain_size)\n",
    "\n",
    "# Bandwidth in Hz\n",
    "fwidth = f0 / 40.0\n",
    "\n",
    "# Gaussian source offset; the source peak is at time t = offset/fwidth\n",
    "offset = 4.0\n",
    "\n",
    "# time dependence of sources\n",
    "source_time = td.GaussianPulse(freq0=f0, fwidth=fwidth, offset=offset)\n",
    "\n",
    "# Simulation run time past the source decay (around t=2*offset/fwidth)\n",
    "run_time = 40 / fwidth\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create sources and monitors\n",
    "To study the effect of the various boundary conditions, we'll define a plane wave source and a set of frequency-domain monitors in the volume of the simulation domain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:29:23.356645Z",
     "iopub.status.busy": "2023-03-27T23:29:23.356493Z",
     "iopub.status.idle": "2023-03-27T23:29:23.376706Z",
     "shell.execute_reply": "2023-03-27T23:29:23.376165Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# create a plane wave source\n",
    "source = td.PlaneWave(\n",
    "    center=(0, 0, -1),\n",
    "    source_time=source_time,\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    direction=\"+\",\n",
    ")\n",
    "\n",
    "# these monitors will be used to plot fields on planes through the middle of the domain in the frequency domain\n",
    "monitor_xz = td.FieldMonitor(\n",
    "    center=(0, 0, 0), size=(domain_size, 0, domain_size), freqs=[f0], name=\"xz\"\n",
    ")\n",
    "monitor_yz = td.FieldMonitor(\n",
    "    center=(0, 0, 0), size=(0, domain_size, domain_size), freqs=[f0], name=\"yz\"\n",
    ")\n",
    "monitor_xy = td.FieldMonitor(\n",
    "    center=(0, 0, 0), size=(domain_size, domain_size, 0), freqs=[f0], name=\"xy\"\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create the simulation objects\n",
    "We'll make two simulation objects: one for the STL box, and the other for the Tidy3D box, in order to compare the fields later on."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:29:23.378938Z",
     "iopub.status.busy": "2023-03-27T23:29:23.378792Z",
     "iopub.status.idle": "2023-03-27T23:29:23.747960Z",
     "shell.execute_reply": "2023-03-27T23:29:23.747413Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 900x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# STL simulation\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=20),\n",
    "    sources=[source],\n",
    "    structures=[structure],\n",
    "    monitors=[monitor_xz, monitor_yz, monitor_xy],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=td.BoundarySpec.all_sides(td.PML()),\n",
    ")\n",
    "\n",
    "# reference simulation\n",
    "sim_ref = td.Simulation(\n",
    "    size=sim_size,\n",
    "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=20),\n",
    "    sources=[source],\n",
    "    structures=[structure_ref],\n",
    "    monitors=[monitor_xz, monitor_yz, monitor_xy],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=td.BoundarySpec.all_sides(td.PML()),\n",
    ")\n",
    "\n",
    "# plot both simulations to make sure everything is set up correctly\n",
    "_, (ax1, ax2) = plt.subplots(1, 2, figsize=(9, 4))\n",
    "sim.plot(y=0, ax=ax1)\n",
    "sim_ref.plot(y=0, ax=ax2)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We immediately notice a problem: the boxes are not centered in the same way! The reason is that we have not taken into account the definition of the origin in the STL file. In our Tidy3D box, the box's center coincides with `(0, 0, 0)`. However, in the STL file, the (min, min, min) corner of the box happens to have coordinates `(-1, -0.3, 0)`. We need to use the `origin` argument of `from_stl` to take this into account, so that STL box is centered on the simulation's origin.\n",
    "\n",
    "Note that information regarding the STL file units and origin should be known by the user beforehand - it should be readily available in most CAD tools used for generating and manipulating STL files."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:29:23.750015Z",
     "iopub.status.busy": "2023-03-27T23:29:23.749868Z",
     "iopub.status.idle": "2023-03-27T23:29:24.083131Z",
     "shell.execute_reply": "2023-03-27T23:29:24.082549Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 900x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# in the STL's coordinate system, the box's center along each dim is (local_origin[dim] + size[dim] / 2)\n",
    "# so in Tidy3D's coordinate system, we need and offset that is the negative of the above\n",
    "box = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/box.stl\",\n",
    "    origin=(-(-1 + 0.4), -(-0.3 + 0.65), -(0 + 0.15)),\n",
    ")\n",
    "\n",
    "# create the structure with the updated box\n",
    "structure = td.Structure(geometry=box, medium=medium)\n",
    "\n",
    "# update the simulation object with the new structure\n",
    "sim = sim.copy(update={\"structures\": [structure]})\n",
    "\n",
    "# plot both simulations again\n",
    "_, (ax1, ax2) = plt.subplots(1, 2, figsize=(9, 4))\n",
    "sim.plot(y=0, ax=ax1)\n",
    "sim_ref.plot(y=0, ax=ax2)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This looks much better!\n",
    "\n",
    "To make sure that the STL geometry is correctly parsed and processed by the solver, we can add a [PermittivityMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/_autosummary/tidy3d.PermittivityMonitor.html) to the simulation to plot the permittivity profile as seen by the solver. One could also use `sim.plot_eps()`, but the [PermittivityMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/_autosummary/tidy3d.PermittivityMonitor.html) will take into account the use of subpixel averaging at the edges of the solid, where applicable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:29:24.085698Z",
     "iopub.status.busy": "2023-03-27T23:29:24.085516Z",
     "iopub.status.idle": "2023-03-27T23:29:24.126505Z",
     "shell.execute_reply": "2023-03-27T23:29:24.125876Z"
    }
   },
   "outputs": [],
   "source": [
    "monitor_eps_xz = td.PermittivityMonitor(\n",
    "    center=(0, 0, 0), size=(domain_size, 0, domain_size), freqs=[f0], name=\"xz_eps\"\n",
    ")\n",
    "\n",
    "# update the simulation objects to add in the new monitor\n",
    "sim = sim.copy(update={\"monitors\": list(sim.monitors) + [monitor_eps_xz]})\n",
    "sim_ref = sim_ref.copy(update={\"monitors\": list(sim_ref.monitors) + [monitor_eps_xz]})\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Run Simulations\n",
    "We can now run both simulations and make sure the results match."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:29:24.128711Z",
     "iopub.status.busy": "2023-03-27T23:29:24.128512Z",
     "iopub.status.idle": "2023-03-27T23:30:11.031031Z",
     "shell.execute_reply": "2023-03-27T23:30:11.030458Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:00:20] </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'stl_box'</span> with task_id                                  <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#139\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">139</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-08a21e81-6a03-4f08-ad26-ba713e43fdbcv1'</span>.                       <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:00:20]\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'stl_box'\u001b[0m with task_id                                  \u001b]8;id=524322;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=458563;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#139\u001b\\\u001b[2m139\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-08a21e81-6a03-4f08-ad26-ba713e43fdbcv1'\u001b[0m.                       \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7e9e8f3a52144ca794414b81a0c923bd",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b2c04449b1be49c89acfac4bab875fbe",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:00:25] </span>status = queued                                                      <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#269\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">269</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:00:25]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                      \u001b]8;id=958778;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=463590;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#269\u001b\\\u001b[2m269\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:00:37] </span>status = preprocess                                                  <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#263\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">263</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:00:37]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                  \u001b]8;id=147859;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=677695;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#263\u001b\\\u001b[2m263\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:00:41] </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.101</span>. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get  <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#286\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">286</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>the billed FlexCredit cost after a simulation run.                   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:00:41]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.101\u001b[0m. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get  \u001b]8;id=599226;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=345188;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#286\u001b\\\u001b[2m286\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mthe billed FlexCredit cost after a simulation run.                   \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>starting up solver                                                   <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#290\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">290</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                   \u001b]8;id=434133;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=160045;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#290\u001b\\\u001b[2m290\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>running solver                                                       <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#300\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">300</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                       \u001b]8;id=102810;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=486117;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#300\u001b\\\u001b[2m300\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2a808fb78b47486b886dcd4460e3e899",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:00:52] </span>early shutoff detected, exiting.                                     <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#313\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">313</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:00:52]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                                     \u001b]8;id=611975;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=607133;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#313\u001b\\\u001b[2m313\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>status = postprocess                                                 <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#330\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">330</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                                 \u001b]8;id=679871;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=656011;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#330\u001b\\\u001b[2m330\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:00:56] </span>status = success                                                     <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#337\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">337</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:00:56]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                     \u001b]8;id=422037;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=230708;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#337\u001b\\\u001b[2m337\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ecda7e71d52c48fa83919184eb8f7fb2",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:00] </span>loading SimulationData from data/stl_box.hdf5                        <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#509\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">509</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:00]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/stl_box.hdf5                        \u001b]8;id=431944;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=531446;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#509\u001b\\\u001b[2m509\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:00] </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'stl_box_ref'</span> with task_id                              <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#139\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">139</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-1af9a1ee-a01d-4dd0-a333-60953c584be7v1'</span>.                       <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:00]\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'stl_box_ref'\u001b[0m with task_id                              \u001b]8;id=113189;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=659985;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#139\u001b\\\u001b[2m139\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-1af9a1ee-a01d-4dd0-a333-60953c584be7v1'\u001b[0m.                       \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9d62b9fc3ab248f2b8088cefdd87288e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:02] </span>status = queued                                                      <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#269\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">269</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:02]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                      \u001b]8;id=854466;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=105661;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#269\u001b\\\u001b[2m269\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:06] </span>status = preprocess                                                  <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#263\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">263</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:06]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                  \u001b]8;id=587871;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=603865;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#263\u001b\\\u001b[2m263\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:11] </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.101</span>. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get  <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#286\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">286</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>the billed FlexCredit cost after a simulation run.                   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:11]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.101\u001b[0m. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get  \u001b]8;id=21689;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=387465;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#286\u001b\\\u001b[2m286\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mthe billed FlexCredit cost after a simulation run.                   \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>starting up solver                                                   <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#290\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">290</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                   \u001b]8;id=888812;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=274977;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#290\u001b\\\u001b[2m290\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>running solver                                                       <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#300\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">300</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                       \u001b]8;id=122189;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=130554;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#300\u001b\\\u001b[2m300\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d37d10d264e54102929a6b26a27085b8",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:20] </span>early shutoff detected, exiting.                                     <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#313\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">313</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:20]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                                     \u001b]8;id=935399;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=905436;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#313\u001b\\\u001b[2m313\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>status = postprocess                                                 <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#330\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">330</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                                 \u001b]8;id=186473;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=796383;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#330\u001b\\\u001b[2m330\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:26] </span>status = success                                                     <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#337\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">337</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:26]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                     \u001b]8;id=860732;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=456420;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#337\u001b\\\u001b[2m337\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "062ae1afaea3474ab9c81b1f10b3a7a8",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:32] </span>loading SimulationData from data/stl_box_ref.hdf5                    <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#509\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">509</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:32]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/stl_box_ref.hdf5                    \u001b]8;id=365853;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=866713;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#509\u001b\\\u001b[2m509\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# STL simulation\n",
    "sim_data = web.run(sim, task_name=\"stl_box\", path=\"data/stl_box.hdf5\", verbose=True)\n",
    "\n",
    "# reference simulation\n",
    "sim_data_ref = web.run(sim_ref, task_name=\"stl_box_ref\", path=\"data/stl_box_ref.hdf5\", verbose=True)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize and compare\n",
    "First, for both simulation objects, let's plot the permittivity data recorded by the [PermittivityMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/_autosummary/tidy3d.PermittivityMonitor.html)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:30:11.774223Z",
     "iopub.status.busy": "2023-03-27T23:30:11.774039Z",
     "iopub.status.idle": "2023-03-27T23:30:12.209681Z",
     "shell.execute_reply": "2023-03-27T23:30:12.209182Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 800x300 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(8, 3))\n",
    "sim_data[\"xz_eps\"].eps_xx.real.plot(x=\"x\", y=\"z\", ax=ax1, cmap=\"binary\")\n",
    "sim_data_ref[\"xz_eps\"].eps_xx.real.plot(x=\"x\", y=\"z\", ax=ax2, cmap=\"binary\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, the permittivity profiles look identical in the two cases, which reassures us that the STL geometry is equivalent to the one natively built with Tidy3D. Second, we see the effects of subpixel averaging at the edges of the box in the vertical direction. This means that the top and bottom edges of the box lie partway through an FDTD cell, so an average of the box and background permittivities is used for those cells.\n",
    "\n",
    "Next, we can plot the frequency-domain fields for both simulations and make sure they match."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:30:12.211928Z",
     "iopub.status.busy": "2023-03-27T23:30:12.211743Z",
     "iopub.status.idle": "2023-03-27T23:30:14.035872Z",
     "shell.execute_reply": "2023-03-27T23:30:14.035297Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1200x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABJIAAAEuCAYAAADV3Ti2AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOz9ebxlR1kujj9Va97zmc/pKel0OjOBSAIGBARyExEURFEECVwuKsMFA18REUTIlUGRUTFhUKIoXgR/RCQXIlNMiBETSCAkJJ255z7znveaqn5/1Fu19z6nh9ND0t2kns/nfPbZe6+9Vq21atVb9b7P+7xMSilhYWFhYWFhYWFhYWFhYWFhYWFxCPDj3QALCwsLCwsLCwsLCwsLCwsLi5MD1pFkYWFhYWFhYWFhYWFhYWFhYbEmWEeShYWFhYWFhYWFhYWFhYWFhcWaYB1JFhYWFhYWFhYWFhYWFhYWFhZrgnUkWVhYWFhYWFhYWFhYWFhYWFisCdaRZGFhYWFhYWFhYWFhYWFhYWGxJlhHkoWFhYWFhYWFhYWFhYWFhYXFmmAdSRYWFhYWFhYWFhYWFhYWFhYWa4J1JFlYWFhYWFhYWFhYWFhYWFhYrAnWkWRxwuKGG24AYww33HDD8W6KhYWFhcVJAGs3LCwsLCwOB9ZuWFgcGawjyeK446//+q9xzTXXHO9mHBE+//nP46Mf/ejxbsYQ/uZv/gZnn302wjDE1q1b8Zd/+Zdr/m0cx3jb296GdevWIYoiPPWpT8U3vvGN/W77n//5n/i5n/s5FAoFTE9P401vehNardaxOg0LCwuLA8LajWMLazcsLCx+2mHtxrGFtRsWkBYWxxnnnnuufNaznrXq8zzPZbfblXmeP/aNWiOe//zny1NOOeV4N8Pg6quvlgDkr/7qr8pPfepT8hWveIUEID/wgQ+s6fcvfelLpeu68vd///flJz/5SXnxxRdL13XlTTfdNLTd7bffLsMwlBdccIG86qqr5Dve8Q4ZBIH8hV/4hUfjtCwsLCyGYO3GsYO1GxYWFo8HWLtx7GDthoWUUlpH0gmCVqt1vJtw3HCggf1kwIk0sHc6HTk2Niaf//znD33+8pe/XBaLRbm4uHjQ33/ve9+TAOQHP/hB81m325VbtmyRF1988dC2z3ve8+TMzIys1+vms09/+tMSgLz++uuPwdlYWFgcCtZuPOt4N+OIYO2GtRsWFscL1m4863g344hg7Ya1GycirCPpUcDOnTvlq1/9ajkzMyN935ennnqqfO1rXyvjOJZSSvnZz35WApA33HCDfN3rXicnJiZkrVYzv//EJz4hzznnHOn7vpyZmZGvf/3r5dLS0tAxtm3bJl/84hfLqakpGQSBXL9+vfyN3/gNuby8bLb593//d/n0pz9dVqtVWSwW5RlnnCHf/va3H7L9a/ldr9eT73rXu+SWLVuk7/tyw4YN8q1vfavs9Xqr9ve5z31OXnTRRTKKIlmr1eQznvEM8/CfcsopEsDQnx7kv/Od70gA8jvf+c7Q/v75n/9Z/szP/IwMw1COjY3Jl7/85XLnzp1D27zyla+UxWJR7ty5U77whS+UxWJRjo+Py//v//v/ZJZlh7wG1157rfzFX/xFcw9PO+00eeWVVw799lnPetaqth9skH/mM58pzz///P1+d8YZZ8hLL730kO06GK677joJQF533XVDn//nf/6nBCA/97nPHfT3b33rW6XjOEODtZRSvu9975MA5Pbt26WUUtbrdem6rnzrW986tF0cx7JUKsn/9b/+11Gdh4XF4xHWbgzD2g0FazcsLCwOBGs3hmHthoK1GxaPFdxjnCn3uMfu3bvxlKc8BcvLy/id3/kdnHXWWdi1axe+9KUvodPpwPd9s+3rX/96TExM4F3vehfa7TYA4N3vfjfe85734JJLLsHrXvc63Hvvvbjqqqtw66234uabb4bneUiSBJdddhniOMYb3/hGTE9PY9euXfjqV7+K5eVlVKtV3HXXXXjBC16A888/H1deeSWCIMD999+Pm2+++aDtX8vvhBD45V/+ZXz3u9/F7/zO7+Dss8/GnXfeiY985CPYtm0brr32WrPte97zHrz73e/G0572NFx55ZXwfR/f+9738O1vfxuXXnopPvrRj+KNb3wjSqUS3vGOdwAApqamDti+a665Bv/zf/5PXHTRRXj/+9+Pffv24WMf+xhuvvlm3H777ajVambbPM9x2WWX4alPfSr+4i/+At/85jfxoQ99CFu2bMHrXve6g16Ha665BqVSCW95y1tQKpXw7W9/G+9617vQaDTwwQ9+EADwjne8A/V6HTt37sRHPvIRAECpVDrgPl/xilfgt3/7t/HjH/8Y5513nvn81ltvxbZt2/DOd77TfLa0tIQ8zw/aRgAoFAooFAoAgNtvvx0AcOGFFw5t8+QnPxmcc9x+++34rd/6rQPu6/bbb8cZZ5yBSqUy9PlTnvIUAMAdd9yBjRs34s4770SWZauO4/s+nvSkJ5l2WFhYrA3Wbli7cSBYu2FhYbE/WLth7caBYO2GxWOG4+3J+mnD5ZdfLjnn8tZbb131nRBCStmPEPzcz/3ckMd5dnZW+r4vL7300qE83b/6q7+SAOTf/u3fSilVvigA+cUvfvGA7fjIRz4iAci5ubnDav9afve5z31Ocs5X5bHqfNmbb75ZSinlfffdJznn8ld+5VdW5R3rayHlgammKyMESZLIyclJed5558lut2u2++pXvyoByHe9613ms1e+8pUSgLzyyiuH9nnBBRfIJz/5yQe/CFLRNlfid3/3d2WhUBiKghwO1XR5eVmGYSjf9ra3DX3+pje9SRaLxSG68f4iJ/v7+5M/+RPzmze84Q3ScZz9HntiYkK+9KUvPWj7zj33XPmc5zxn1ed33XWXBCCvvvpqKaWUX/ziFyUAeeONN67a9iUveYmcnp4+6HEsLCyGYe2GtRsHgrUbFhYW+4O1G9ZuHAjWblg8VrBV244hhBC49tpr8Uu/9EurvKcAwBgbev/bv/3bcBzHvP/mN7+JJElwxRVXgHM+tF2lUsF1110HAKhWqwCA66+/Hp1OZ79t0Z7yf/3Xf4UQYs3nsJbfffGLX8TZZ5+Ns846C/Pz8+bvOc95DgDgO9/5DgDg2muvhRAC73rXu4bOB1h9LdaC2267DbOzs3j961+PMAzN589//vNx1llnmesziNe+9rVD75/xjGfgwQcfPOSxoigy/zebTczPz+MZz3gGOp0O7rnnnsNuO6Du2wtf+EL80z/9E6SUAFQU4wtf+AJe9KIXoVgsmm3/8R//Ed/4xjcO+Xf55Zeb33S73aEI1CDCMES32z1o+7rdLoIg2O9v9feDrwfa9lDHsbCw6MPaDWs3DgZrNywsLFbC2g1rNw4GazcsHivY1LZjiLm5OTQajSEa4cGwefPmofePPPIIAODMM88c+tz3fZx22mnm+82bN+Mtb3kLPvzhD+Mf//Ef8YxnPAO//Mu/jN/6rd8yg/5v/MZv4DOf+Qxe85rX4A//8A/x3Oc+Fy9+8Yvxa7/2a6sG2UGs5Xf33XcffvKTn2BiYmK/+5idnQUAPPDAA+Cc45xzzlnT9TgUDnR9AOCss87Cd7/73aHPwjBc1caRkREsLS0d8lh33XUX3vnOd+Lb3/42Go3G0Hf1ev1wm25w+eWX4wtf+AJuuukmPPOZz8Q3v/lN7Nu3D694xSuGtnv6059+2PuOoghJkuz3u16vN2SsDvT7OI73+1v9/eDrgbY91HEsLCz6sHZDwdqNA8PaDQsLi0FYu6Fg7caBYe2GxWMB60g6jjiaB+BDH/oQXvWqV+Ff//Vf8e///u9405vehPe///34r//6L2zYsAFRFOHGG2/Ed77zHVx33XX4+te/ji984Qt4znOeg3//938fikysbNOhfieEwBOe8AR8+MMf3u8+Nm7ceMTndSxxoHM8FJaXl/GsZz0LlUoFV155JbZs2YIwDPGDH/wAb3vb2w4r4rISl112GaampvAP//APeOYzn4l/+Id/wPT0NC655JKh7ebm5taUs1wqlUye9MzMDPI8x+zsLCYnJ802SZJgYWEB69atO+i+ZmZmsGvXrlWf79mzBwDM72dmZoY+X7ntoY5jYWFx5LB249GFtRsK1m5YWPz0wNqNRxfWbihYu/H4g01tO4aYmJhApVLBj3/84yP6/SmnnAIAuPfee4c+T5IEDz30kPle4wlPeALe+c534sYbb8RNN92EXbt24eqrrzbfc87x3Oc+Fx/+8Idx9913473vfS++/e1vGyrogXCo323ZsgWLi4t47nOfi0suuWTVn/bgb9myBUII3H333Qc93lpppwe6PvqzldfnSHHDDTdgYWEB11xzDX7v934PL3jBC3DJJZdgZGRk1baHS5l1HAcve9nL8KUvfQlLS0u49tpr8Zu/+ZurjNBFF12EmZmZQ/79xV/8hfnNk570JACKkjuI2267DUII8/2B8KQnPQnbtm1bFRH53ve+N7T/8847D67rrjpOkiS44447DnkcCwuLPqzdsHbjULB2w8LCYhDWbli7cShYu2HxWMA6ko4hOOd40YtehH/7t39b1ekBmDzVA+GSSy6B7/v4+Mc/PrTt3/zN36Ber+P5z38+AKDRaCDLsqHfPuEJTwDn3ND/FhcXV+1fP3D7owhqrOV3v/7rv45du3bh05/+9Kptu92uqQjxohe9CJxzXHnllau86oPnVywWsby8fMA2aVx44YWYnJzE1VdfPXQOX/va1/CTn/zEXJ+jhR5kB9uYJAn++q//etW2xWLxsKmnr3jFK7C0tITf/d3fRavV2m9lgyPJWX7Oc56D0dFRXHXVVUP7uuqqq1AoFIauz/z8PO65556hnPdf+7VfQ57n+NSnPmU+i+MYn/3sZ/HUpz7VRH6q1SouueQS/MM//AOazabZ9nOf+xxarRZe8pKXHNb1sLB4PMPaDWs31gJrNywsLDSs3bB2Yy2wdsPiUcdxEPj+qcbOnTvl9PS0LBQK8oorrpCf/OQn5bvf/W557rnnyqWlJSllv4rC/iot/Mmf/IkEIC+99FL5V3/1V/KNb3yjdBxHXnTRRTJJEimllF/+8pfl+vXr5RVXXCH/+q//Wn784x+XF110kfQ8T95yyy1SSil/7/d+T15wwQXyne98p/z0pz8t3/ve98r169fLDRs2yOXl5QO2fy2/y/Nc/uIv/qJkjMmXvvSl8i//8i/lRz/6Ufna175Wjo6ODp3XH//xH0sA8mlPe5r8i7/4C/mXf/mX8vLLL5d/+Id/aLZ5/etfLxlj8v/8n/8j/+mf/kl+61vfklKurqIweO2e+tSnyo9+9KPy7W9/uywUCvLUU08111dKVUWhWCwe8PoeDPPz83JkZESecsop8kMf+pD88Ic/LC+44AL5xCc+cVV7/vzP/1wCkG9+85vl5z//efmVr3zloPvWOO+88yQAefbZZ69p+7XiE5/4hAQgf+3Xfk1++tOflpdffrkEIN/73vcObaevw+C5SKmqILiuK9/61rfKT37yk/JpT3uadF1X/sd//MfQdt///vdlEATyggsukFdddZV8xzveIcMwlJdeeukxPR8Li8cDrN2wdmMtsHbDwsJCw9oNazfWAms3LB5NWEfSo4BHHnlEXn755XJiYkIGQSBPO+00+YY3vEHGcSylPPjALqUqv3nWWWdJz/Pk1NSUfN3rXjc0aD344IPy1a9+tdyyZYsMw1COjo7KZz/72fKb3/ym2eZb3/qWfOELXyjXrVsnfd+X69atk7/5m78pt23bdtC2r/V3SZLIP/uzP5PnnnuuDIJAjoyMyCc/+cnyPe95j6zX60Pb/u3f/q284IILzHbPetaz5De+8Q3z/d69e+Xzn/98WS6XJQBTmnN/A7uUUn7hC18w+xsdHZUvf/nL5c6dO4e2OZqBXUopb775ZvmzP/uzMooiuW7dOvkHf/AH8vrrr1/VnlarJV/2spfJWq0mAay5NKc2CO973/vWtP3h4FOf+pQ888wzpe/7csuWLfIjH/nIUPlTKQ88sHe7Xfn7v//7cnp6WgZBIC+66CL59a9/fb/Huemmm+TTnvY0GYahnJiYkG94wxtko9E45udjYfF4gLUb1m4cCtZuWFhYDMLaDWs3DgVrNyweTTApD8F/tLCwOOb42Mc+hje/+c14+OGHsWnTpuPdHAsLCwuLExzWblhYWFhYHA6s3bB4NGEdSRYWjzGklHjiE5+IsbGxQwoRWlhYWFhYWLthYWFhYXE4sHbD4tGGe7wbYGHxeEG73cZXvvIVfOc738Gdd96Jf/3Xfz3eTbKwsLCwOIFh7YaFhYWFxeHA2g2LxwqWkWRh8Rjh4YcfxubNm1Gr1fD6178e733ve493kywsLCwsTmBYu2FhYWFhcTiwdsPisYJ1JFlYWFhYWFhYWBxX3HjjjfjgBz+I73//+9izZw++/OUv40UvetGjesxdu3bhbW97G772ta+h0+ng9NNPx2c/+1lceOGFj+pxLSwsLCwsTnbw490ACwsLCwsLCwuLxzfa7Tae+MQn4hOf+MRjcrylpSU8/elPh+d5+NrXvoa7774bH/rQhzAyMvKYHN/CwsLCwuJkhmUkWVhYWFhYWFhYnDBgjK1iJMVxjHe84x34p3/6JywvL+O8887Dn/3Zn+Hnf/7nj+gYf/iHf4ibb74ZN91007FptIWFhYWFxeMIVmz7EBBCYPfu3SiXy2CMHe/mWFj8VEFKiWaziXXr1oHzoydI5nmO3bt3Y+PGjcegdRYWRwZrNywsjh6dTgeNRsO8f+Mb34h7770Xn/nMZ1Aul3HLLbfgF37hF3DnnXdi69ath73/r3zlK7jsssvwq7/6q7jhhhuwadMmvP71r8dv//ZvH8vTsLBYE6zdsLB49HCs1xu9Xg/Ly8uYnp4+Bq07eWEZSYfAzp077aLUwuJRxo4dO7Bhw4aj3o+76eeQ77gZ119/PS699NJj0DILi8OHtRsWFo8+duzYgVe96lV4ylOegve9732H/fswDAEAiTsC2d6LP/qjP8KHP/xhXH311XjlK195rJtrYXFQWLthYfHo41itN5zJ8yDmf4IH7r8Pp5122jFo2ckJ60g6BOr1Omq1Gt74999GUCihGLioRIrIVfLUa9F31PtAf84Reeozl6uogkev2gnKAPAVEQdBt0ICEPqu0Kugf/TdEvu5a3xFAMNhTB0IgMP0NswcH1AiWTryobuCoO9yep8LIMnV/500BwA0EnrtpWjEGeq9FEvtFAAw14wx14xRb8UAgF4zQbuZoNPsIW7Mq8+WZ9FdnoXIktUncgKBuz4AIKpNIqxNIqiMAwAK5RDFso+w7KNaCgAAE+UAE+UAI0UP1dADAFQCFxX9v++gQP3CpxviUH9w6B4c7H7oWy6kRL6if+QrHuOD9Q/d7Tj6/cN8Z7btd6bBfgkAghqUComMDtSlftFK1ZetOAMAtJMcrVT93+jSZ/Rds5ch6bTx2d/5H1heXka1Wl3d6MNAu91GaWQSLKhCZj1krTk4jnNU+7SwOBJou/HQf38LlVIRPOlCRKp/C78AAOBJp//eUeOMNA+n6rcpV587nIEJ9YxlJG2on8c4U/+FLkM31aMFzO8AoMjVb1Pmwl1hJ1jaHTomyzMgp3GZ2sWSlno/OM7o7WP1nQxKtI1Q+9jP+TA6Zzg+hBfCaS0AAPLKFCAFnOac2X1engATGXivAemqBb8ISuCdRYiopt6HFbjLO9Xn1I68PKUOObidX4DTWYJ0A3MdAaDrlZBkAiPdvQCARnEG3VRgQtYBAFlhDI/UE2yueqDLbGxhkefY3lH/jwQuOANyIdHK1D2YLnp4eDlBNXDM+Fz0OGY7GUZCdT3iXMLnDPPdDBMFNX/oZgLtVGAsVO+FBGIadAOaQOj9hWRHGqlAleYhLRqLPbr22tYwxsw4r+2DS/ank0qMRNQman8kVR9IHWXfvKzbvzee6sNuT10nMOqTjgeWxeZ/AJBugEGwLEabhUOf6X6a0rXNhMSZp6zDh6/+DH7hsucBAL7z7W/iDf/rlYgKBUgp0et2USwWEccxXvziF+MLX/gC7rnnHpx99tk4GN72trfhAx/4gLo2vo8nPvGJuO0HPwQrjAOQeMOrfg233XYbbrnlloPux8LiWEPbjdd85ps4f7Max7aOqXF1Y1WNxZOBekac5Z3A7HYAQLrvEQBAtqTG06TeBADkvRSMni0nUL/3a2p/7oiayzqj03BG1LFEoaZewwoAQPoFpEyNQ/mKOaVe0zh5DN5TrEHeWVa/W1LjabrnIQBAb+cu1B/arc7xQTXGLz+sxo6l2TYAYE8vwwKtK/QY2lsxkXXouCUauAoOR9FlGPEcVGhuHY1FCGsBvapxJhitIBqtwK+W4FfU+fNyFbxUA4/KAABWLIN5IaQXQGp77HhqHOOu+gMguQNwB5Jx9T+UWdTz8pzaLKQap7NcIl2xlurR+an5ca7WUYmymUvtFIvtBPOtHuYbagzudBL02gl67Qy9thpfk3YLcXsJea+FrKfsatprmzWVHLBzjh+pexYWAQB+ZQyF0RkAQGlE3evquBrTN06rbbZOVXDqqPpsU1X9fqKkrkGZrnXR5/BohcLydOhemTkMc9Ej46ltUytRv5nr0JqxFWOhq9q91FKf6TVFJiQKZNtGisqmjBeUTdlQUfd3puJjiuxn0Nyj2rP3AXWdHv6JOuZDO7DnwV145t9dd0zWGw899BBO27IVrDgBuBHE0oNHtb+TGTa17RDQi/qgUEJQKCEMXUSR6syRry6f7uTFoO9YKhzAkeQcpiPJOI6O0JGkD7HKkWScCQdxJAk9qetPnjk93Dk5AzI3RepliJ0UAU08/dyDl7lwM3U9nNSDk7jgMQf31IDE3ADM8cFOcDcm0wspNwD3InBaBDpBCCcM4IY+vEgNan4hRFAIEBZ900cKgYsiOZJKgbvKkaQn8noifVBHkrn3fUeS/uxIHUnm/8NwJOX7cSTpfiFpIiA81T9EkiMnA5lwZSAyR7/PzDGOBY27cvozwLwinNMuQXbPlxFs/nlk2632hcVjD92fK6UiKuUSeOJARGoCKwI1UeMx7783jiQaEA7DkaQnaZHL4K5wJLlrciR5Q8dkebrakRTTj/bnSPLpq6BM/wgzqVx5PizRA54P4UVwmJoU55WyciRhwFlRKYPlGbgn+o6ksAzuJBCFMr2vwM1LEEEZdKmQVyp0yBSioP4XfgGOm0G6IZjojzueV0acCVRccpSVKnBTgQo5brJiBSWRoFIZdiRJACWeo+SoD8th35HE6B5USh5KeYJy2HcklTyOjpOhTE4bP5PwHYaem6FcVPbSTQVYKlCO+o4knwbdwNm/I0kmAuVAX2NyJPFDO5I8fTtSicohHUle/95oR5JP/c04knywrGf+B/bvSHIO4EhKBhxJABBFBZTpfgoh4TgO/uUbNyLudvArlzwTN910E8rlMkol9Wyddtpp+MlPfoKDYWxszPw/MzOD2+68H6w0BeeUZyG7+0sQQmD79u0H3YeFxaMBbTf8QhFRSY1xxbLq2+WKeo4q2pGUl4COeg7TpppXZz21TRyrZzcHAyPnsxOq5zEoqGfPLajfOMUCnLKySaJANoqcK9Ivrs2R5NE8kOZ2MlX7S+kYfhRAkCMrpwB8SkG+mGxDyCQCWhCkepzC8EEdBviMIaDxJmQcEeMocAcF2k/BcRC6Lgqei9BXY1YY+IhCH0EUwKfz54UIvFgAL6hryIpFMD9a4UjylSPJGXQkuWtyJOWDjqQVaymXxlgkGUSSq3UUram6SBDIBH7uwk2VfXSFByfz4GQpeKqOydNcBaiyDMxVYz5z0v6aivUdSYPrGADgXjiwlqGxnJxMHs1TwmIJUUl9Viyr+1gqqetZ1uSJNTqSPDKe2jaBHEkdrvppGz7a9L9eRwra1hESAR0vLFJgvxhQu9S9LJcDVMh+BlC2nLVU2xO63yz00aT+cCzWG1t+5rlgI5vhTP8Msnv+f/jv//5vPOUpTznq/Z6MsI6kNeIl58+gVK4gdBkiWv0HNEEL6b2Tq4eeZTGQKQ+xfrh0hBbZwERfT770ZHtg0i0dujWDg9eKbTTM71eASbH6Q5kP7wcwg6EgN4Ie9PSkrpsJM6DzTEcO1b7jTKCT5lhsJZhtqvPfs9zF0lIP7YaaUHYaMdqLC+gs7EJ3aR8AIE/6C4YTGdq7357bgV59HhFFbtKx9UjjMSRxhowGxXzAe+NTnwgdbq4VZwwu3baAVnO6L+nJvscZOF3rwQUPAEAOT9qHvmKrmTer7r+OUNDnTGQAHcP0z4FtzO9X7kf3W+5C0sCMwvCiIXfURKSXCcQD/Uh9pvuXQKvZwCdXtfzwMTs7CzH7YzinXQLGXTgzT0a++1Z0u11EUXQMjmBhcfjgSRc8cdTklJ4NRmOfHrdFWAVfwQrS0GOwB8ChZzzJ9HiitglpLIlziYg8A3qapJ1GiVT2w5cZkJGTR7dHjzN6XIhb/TGGxgXNMgEAScEAsz29Sj2R5A5EqJ5/Z1lFoSU5z8w+uAsmBaTbd0449b0QhZH+fuk6Ca/Qd0RlCURxDCxVtoXHTYjiGJz6HrTGzwAAFNr7IP0CRGGkz4CiSTOTAjlF293mLJqigAk3QV5RGgdFmQKeB8mrdP0FpksuYtEPxhRZisXMxe4YOKWs2r/QE+BMTaz1guuReoKxggOfM+xpqXG16HFMF100yWZ0MwGHcVQDx9xr3+GY8DjmOuraj4YuVk57taNF83lzKY1zaWUMQbdHCGn6jJ676O8il5kosQ5gRGSs9DbcK5g5job01X01rDbGzCIMxEjiiWIcmH7jeChoBhLtOzXnPuxQ8jgz85Et5zwBeZ6jsTCPs847T322ZQsq5GgCFMPorLPOwlpx/vnnY/tXvwpn87PBHB98+kn460/+DX72ogvWvA8Li2ONrVMlbB1Tz9YpNTVOT/lqDHHnHwYA5LvvR7ZTsS46e9S8Ol5Si+i0Q+Mj58aBxCnwrR1LILY980PjqNc2Qb/PuWfmtXpcYIY9T+/z1NgHPQ7krWX1m7ZiKiXNNrI2fZdopwetn8g5PhE4iFaMS3rM1Z9XPQdB2UdATrVoJERhPEI0VkI4psbscKyCcKwKpzoGp6qcxrwyCl6qQQRFSHKCSz+CdENkdM4CaqyRUvYD+XQ/VOAf5vw5o0A9fc9lDkdk8KQctotSqOiwM7DWY7zP1uQhklwiyaVx4PdyiW4m0IwzLBKLf6mbYrGbYK4Rm3XWbKOH5WaMbjNBj5g9cTdF3FX/p+26WWdpdhIjO+qGJbg+2X86sZzWKc2eOuZyJ0WrrP6vk5OrSizZhAIoaS7hegMBKHUw0AVVx3I4fEevc/Sr+r0OjLgON8EE3d+a2rGW5Jhrqp0ttJXFWywSU4sC2L1MIJeqz66rrAMA6FCFT+deFgKFBs0HjhK33norZGMH3LNeDOYXwSfOxc8+55eRN/c8LrXNjl5tysLCwuI4Y+bcZ4GVZsBLakHIapvB3AJKW55xnFtmYWFhYbEWtFot/OhHP8Rdd/4IALDjkUdw950/wq6dO7B5y+n4pV/9dfz+//5dfOvr/w8A8P3vfx/vf//7cd111x3R8b56w/cBAKL+CGTcUM6vPMb3ti0cmxOysLCwsPipgZQST332L4NPnANGgRQ++QTIuI5/+7d/O86tOz6wjKQ14nSxDxXRBmt1wSjCJtoqD1l0lNdddtXnea8D6DzVlLy0A/mqAADugHkUjdWRAYrOMj8EC4iO5+poAr0f+I2JLOgo9kqmyiDraCXrSadPOW4/rYI88y5FbwN6SJyB/WR0GgExafhAPp32JCeZQJ4LZETxz9IcedJFnvROGibS/qDPQf+fpTmyVBhPfpKJIVYSoK6Pvlahyw0DqUTMgQJRBnTUliWdfvSf0ksMW0inlQyyhTT29576nNSiRiv6pEx6kPSZiHvmMwCQWXpEfZiHRJONVN+pFCrgxT5NWr1G5rXhN3G0uPfeeyEW7oN75gvNZ4wx8HUXIn/oW5ibm8PExMRRH8fC4nAh/AiCIp86Wqu1kjSrZnCcFpp6Tt/p0cRjq7XS3BW5zJHLkdBYZFIkEvV8eZR2xpJu/3g6ihyTPSuMqPdSQrpuf/uBNupIqnozPNZp+8GTtvlOEjNJ/453KELqM4igZDR2WNJFPrIBvFsfslXS8eB0l5CXJvrtkQLS7aceAEo7KQSlVfgFNUYmHXNOTq+h0un8Ihyt6eQXUPMcNLIQI/UdAIDF4gZUPImcqfb6UHqARZeB0Xi8L3EwUXCwqymMBlSSC6wLBXZ1uImybqr4eLieoORzzJC2RCsVCB1mGKlJzhB5HPU4h0Pxbd9lWO7lxlZ4HEhWDL1aUy8he+Pzvj6WPr7uCzrSmw3YJnfFZ0JiFVupKynSrNOfZY7cGU5T09BsI8ld8FTdU6EZSN4wI5SlXaR+eegzzaS78bbv41de8Dzz+Xve+YcAgJf85svxvo9dhT/7+FX4qw/9OT70vv8DAHjZy16Giy++GC94wQv2266D4b/+67+Azhz4xmdAzN0JsfeHgF8CHzsDor4D7XYbxWLx0DuysDjG2DJSwKmk79NnIim9oXzHPQCAZPs2NLcrJlJ3dgkAkLZ7Q/txI38VE4nRWkLPy3i5hjzspwoDQE6MpF4mzBihbYrHaWzX47Rm3oDmjQBkruee/YFLtyOoEmudxiuXWC6lgbRsh8YDvW1hTI0hhckqwrEqImIfBeOjcEYm4IxMgtcm6BzKEFEVMiiji77uXJxJ9HJh2I5JSyLOc+SCtArJZnHGjARJ4DjwHAbfYWbMDOl94PJ+2nCegqUdsDQGSykbJUvBsh5klkLGZEeFGJ5Hcwce5ygFEZin2WCBYtSWIkjSx0qdCjqpQCtV+nkAsNhJMd9JMN9JsY+yP2YbMeaa9P9yD92WslmapSQG8hM5td0nSZaAUql1NgXQT6HW10YzRwflLtjAukRdi2T4vfARaPvgacaZOoZmOLWSDI0eZfasZCb1UnTJAC7Q+SyS/q5mT/Wy3DBXdXPWEzMponZ4IkdloALokeKrX/0qZG8JzmnPNZ8xxwOffhJe+OuXI23Nw3UfX66Vx9fZHgW6N3wJXhQgabQRL6uJaEaDdtJUE/Gs18/tzIlypx9c/dAa4TvfgUuUU009dUNy5BTD1d+RDo+hqboeoB1PWlCYD78yzvv/6xQC/V47qvwQnBb9WnROa3ggVIN1MaoCRF/UD/coaQDFmUCaSyQlgQ497N2SjyTJkelrkAlkySjyLDGGpVfvi6qeLAirEwiqSqDQL48iLPgIix7CgroWYyUf1cjDaMlHNVCfVQPXXKuCx4wDSWuWsLaadHNaUPG4DdklByU5JoV27pCzByI3BnuVs0gbKZEbY65TWQS95tRPs27c/1+/Up/Oequ/05RkqRcfuTT92qH+wX1NnSVhx3IRbpEED0nk0a+Qg7JYMhTso8HZT70UfHQrWDgsnsfLMxClaUyf8yzkc3cf9XEsLA4X0g1MmkD/Q5p063RlKZCTUDXXTmStZafnaIyZSdxKvbvcpBz0qeMuiWPrBb52VIPx/gRPO6vIses0lEilCMpgK4ogmEWDyCF9CnxoHSRy5ugxTPpFM5vTtsRpK4aHdqJJ14fT3Iesup5+2wDvLCEvTw21A16IHP10N0gBEY0Yp5zTXkBW2wDpdszYJ4IyWNpVDnjjNEuQFcfh1XdhIVKsxREnQyYkqrKDvKomnbW0jVZeAmf9RQ0HpdCRMy50BOpxjg0l10zqp4oeWpnATInj/iV1D8fdFOORh14uTcAgEwyDMlaRy7DUyzFddLHYo/FVSpR8bgRZu1k/ZVHr0xknopbayCWqgdpGFzzwdfoYjdcuZ8a5pBdTesGUC2n6k951N9O/o0vPGWh4N/uJBNkUShdxRNpPd9N9me6d2YancKnh2QpS/LN//llYbnXQzYT5Rre1l0t4nocr3vYOvOb1b8TPnL4B995771Bq21ohpcTTLnkh+MR5cMZOhzN2+tB3snsdKqc/A/meHxz2vi0sjhan1AJMB8MOpOxBxdLrPbQNANB4aA865EBKmsPzKD0fcyO/r400QunGI5PqdUyJLYvimHG4J66yBW2a62W5HEgzo4W60ffU9oibcdY4qxytn6dsn18uIhxVNoVT8DGsUWBFO7x9F25RHV/PFQuTql3+lGqrO7URzsikaa8ojCALKqgnORqUmttKciwupljqNk1KVjPOUO8oh4ROIUsGZUagHCiByxH5Dkrk4NDFcqqBa5welcBF0eNwuBxwJCXgcRus1wTa6p7kzWWI5jJEcwl5u79mzHoxBBWg0fqh+vzV9XHhhgG8SgEOOfu8Ug0j1TGMV8f6gugjIxAzVbRzhkas7lczEZjvqOu8qxFjV11d4z3Lqn8stvsOGH3+2nFTpvOrkkxFreCZtENtG7S9GCzapFPjtTYeI10n/bnksQmMReSwBEliaKdPWgz6AuS0blzu9DWXYuqPOmjfIceYdiS14sw4m7SUCKDs0Pqqqs4WSQG/2cLRIMsy/PJLXgE+/SSjO6XBx86EmLsbweZnIt/xn0d1nJMNNrXNwsLipMVNN90E2dwNPv2k/X7vrLsQYmEbtm3b9tg2zMLCwsLihMS1114LGTfBJ89b9Z1is14EMXsn9u3bdxxaZ2FhYWFxoiHY/EwAEnx8tQ4fYxzOzIUQe29Hs3n0mRYnEywjaY24/8v/hZLnorfUQ0KCX3FDMzuUVzQlVkgyQCHXFHQdRfZNpMCFRx5gj0oa+iVicRQ985lH6vRupBlKxEzyXHCqfqApo9xZGRXgZhuHPMD6va7YwIIQjCrb8HJNbUsCdY5msogMRYoAgJg2/TMM4Dlc0T91SU7fQSn0sIeYOssFD1HZR7dWRmdik7p29TnEzUWknQbi5qLa58rUqeMIxh0E5VF4dG2C8iiC6gQKJRL5K/uISj5q1RAzNXUtJ8sBpmshxgs+xsmrP17wUKFqOtXAQZGpa8opaqHLpYJes/oCRFP9L3XKJDGRMkoLEWmGPEnN/wAgyQuvmUkiFxAU7TDRD/3aUxGDrJsgpQhF2lb7S/RrKzGfpeT11/080ZX75OpqcToK7lEfdCMXQUX3a/UajhBDqeKjlaY4Ukgp8axf+FXwySeArUif0GBhDXx0C856yqUQyw8f8bEsLI4ETEqThqoFqHmPGIc6qsocOJrdQywlQcLaPO8L+WsbotkoPc0KYZrJ4oJr4Wyil2t2CE/UeGOKOACARykOxBYyTJI8HWC30raa9ZQnhp1kIo4rxLdVdJr+1+ej2YKaQekVIBzfMJUkd5HVNsBp7EVeUdFnnSIA1+9X/uKuOi6lyuWlCfDuEvLSONyGKjndKU4hynoqWk3Dkw+VmpVW16OmC05kOULXRVMWUGnPAgDuE6PY6sxjOVDM04qTI+I5uryMkK5pLl2UfY5MAgVPp5FJ9DIJ35HYQuK4c90M5YCj4gPtrD9Olnxu7mWSS5T84bQz32Fop32GUDXg6OX9ynxAf3u9je8wE5Efp+prS8Rw0vanHucm7a1DrKUysZhUtVB1/JXH0oyEbiaREMtVV4iTUt17nerAHK/PqqM+lHPqZ7ryrBuYvuNSVFcXZDAC8g4zTCQTX6ZrXY/zVXbncJCmKV78m6+iqLK33214aQqivA7rzn0W8vl7jvhYFhZHgumIr2Iide9X/XD5gV0AgM6eRXSXiFVKtsCN9JqizwjXaWDumGJiupOKBSqr6n1enkRbquegRWOGLoySD5B2vBWp1JqR5LlBXzxaM2ALOm1O2bhACMOMWjlnNVkXpRI4rT10W9m4YpPkFVXkpuNXUY9z1ImBMzefYG9zHntbMfYS62a2GWO20UO7nSDWa7M4UzIUmTCMesYZGGdwaVzxAxde4CIsehijtdhEOcRMLcRUOUCc99N6vQERcnVSmWLktJeQzSs7lC/sQbKwiM7sEnoLiq0bL7doDdmfZ2e9DDKXQ9kr3HfghS48qpIWVAKEtQjRWBXhmFqTRJMj8ManUJlYj5FRupfFMYgpdQ0bk0Us0tx9b5PSsmntutRN0eipNmgmj2Ym6XVcJfRQCYertBnG80BFUMNAoldObGidCcHUSdFlUtsUiJnsRP3U4VRQxUHqF60BtpH+P9HVwsl+pdQP4iRHQrorK+VFNDNp08gpYOuOPLWt2WxC7L0DzoafBTtQgavqJrC5u1Db+gzke+844mOdbLCMJAsLi5MS//Iv/wKZtMAnzj3odnz6AsjmLtxyyy2PUcssLCwsLE5EhKc9CwADHzvjoNs5MxdCLN6Pe++997FpmIWFhYXFCYnaGc8EC8pg1VMOuI3WZhVzd2HPnj1r2u9VV12F888/H5VKBZVKBRdffDG+9rWvHatmPyawjKQ14t7/3oWIO6inAi1dplGLS694BQYYSJqhQeG+khZbbnHzf4VYSkFVecG9og9fs5SKysuuIw1amM7xnT4jSeexrhTVcxw4K1hLfT0mfawIXpnK85IWj/YkOxQ9HvQ2rmQmuZwhdDmqgYsR8l5PFgMsdVMsTShP8GIrwUI7wXInQd2UqRxDGudI4wwJeZWzNEeW5BC5QJYoz7VIEwjSVpJGDyiHGHivMfieDZTR1v9z7oAN/AEAd31wz4frB+Y6ur4D13PgBw48EqLzAgdB5KFKLKtawcdY0cdoyccIsY9GIs9oIumIbcHjfV0kloJ3VjCRWioiny8pzai8vgDRJOHEporIp1Q21WgV9RLDNspNdGdYK0kkmck97+dj03UeYBglK5hIqWbb1RM0iHmk+/vK11RK0+fzFUEA3e99zhDuHe77VU+/OugcBQvtBz/4AXh14wGjyhrMK4CVpvGDH/wAF1988REfz8LicCEdF9LxlF6MFqwmlo4uQ+9kcV8viaD1AkJ6ZoSUJmKozUzEsqHfsLTbjwiTQL9hG3kDOk2kf8RjNc4IzUQa0CEyoWh6tkRIGk7dutFWyssqSqy1EYZKwWuhfjovSec6KMQpuWs0lJpeDZXmPuTVdeCxYmzlhVHkQsITfb2mjltCIesYTSknaaPl1VBu7FUi21AsHyccgQthGDtJYQx+0gQHjNYRuIOlBJjo7MDDntJI2lLMIVgVRS0GIXJ0mY8o71/bkhZibe3DPlcxl0o+x4SsoyNqSIktM4kGMj6K5STHqFDntMjLkFLCA417jovlXo5J1gILKErLgKIHpEJrkTA4muClBbGpX2jmQOgwCDksVqr7Ti/TDCNuIslSarHv/sCtST6amaS/0r93eH/fmhHgrzhWJxUoEeNLC7Y7OdlyLcYuhNHV0ghIkyqF7u/9qLc+d/1MlH3HaDYeCV79C+fib/+tc8CosgYLq2DRCH70ox/hzDPPPOLjWVgcLrz5B5HNPgCgz0Ra2qYKAjS2zwMAeks9M6fT6wNHM0fKaiyMJmsI1ikGkjtzKgBAjqmsgIx04ZZToEnPs9an0e+FlPBoMVPS6wumS7arcSF0PTCyL1pvz2Q36DVEVISjBadX6LRyYv2z2iREcVS1jWzLfFf9fl9L2bP7Fhexu9HDI/NqbvzIQhsLS120lnvoNNQ402t3kDQXkbTryHqkM5olELotA3N/NyzCi0i7szyKoFhCoRygXVFj1XItNXpwgavn9A4qgTs052V5BmQpRLsJ0VoGACQLi2jtmlN/u9X435rtoDvfQYPWQYuJWk+2czEwl9baU8yMr0WHo+pxjPoOSsSWKk4WUF5XQmmmiuJ6JTReWj8Bb1Ld19FTz0ZtRDG6Nq1XLN9Fup71OMcCtaGVaMFqWi/Q8QPXMYxbrQ8Vun0mEgCldZdqbSQSGdfFO9rE/sn6DGet+SRp2yBS68mJ4ri5liuFvbtJjhaxp+JYM8zyofdZkmN7eiBGkgJjwMjIpv1+txa84Cmb8NXvB0Z0/kDgxUnkboh7770XMzMzh9zvhg0b8IEPfABbt26FlBJ/93d/hxe+8IW4/fbbce65Bw+SnyiwjiQLC4uTF4wPOQ0Ptp2FhYWFhYW1GxYWFhYWhwP2KNiNX/qlXxp6/973vhdXXXUV/uu//ss6kn7acG8rRcBytDIxxDw6FLRHOdLVrbSmAZerSivqHFmZC0itD6BLGtL7fKDki9lGVw4g5olmJDm+C0EaNDz1zL4HXwGlpQQAHlceZKErvNGrwx0T2dUoRjUAQBiF6HoCZd/BWEF1p14m0U0FOuQh7qQ5OmmOOBemYkKaC6RCIsmFqR6QC2m8yQfyKj9acAbyvx3O4HCl+eSba8PgOdxEggOHo+A55g9QJYxDlyFwuPHcRy6HQxF73lkG76pcaa2JlJMekvbey3YDGVUy00wkXdJ1sIqavq/6PurqD5qRNNSH9Dap/q7ft+RAn1Pb9vuk7p+6v3fpuzZt283lET0LhonncvSkONhPDgnGHXDXP/R2dkFgcTwgJf2JvpYQ9UVdhl6za4A+Q6TI1LPeE6R14TCzvWYQCWIL6YoocDxTnU3QPg3LiLbhadeUZdevehutn8Sz2Og5mWo8RnMpMlXozGcDpd8BAG4APZrqKkCe/oCO1UCICksBYqa4nGE5mkIZQEyl4R2ptHMcb6DkfCbQdYuIOkpXb9mpqnEsKJnrwjMJL48h3cBEk0MusciKGBVNdIhhU+QcjKlKclPEPG3nDopIzZjNRIaIu4DjGZ2jEksBkWM5nMRUT2krLbuTkG6IQtpATrZROFU4IsUIzyEddR0ixhEwAZaosb3LSxgPGaSIEBg9KgFPxBBMXWcvj5Fx0kjkfZYSAARk65cTgZKv/teRXP1e29LeQAhdV4Hr6hLcDkNmKrn1K/IA/Sh0KxGIwr4mFNBnLWlb4XKGlKlzdbUOFLU9oP6beEV4pJGk+7AuB+2RIlLOGFaaFq3RophROCqs1W70r4KFxWOHfOe96G6/HwCw+JOHAQCN7Ypd2plXY0ee5IZFr6u0hTXFRCrOKJ2c4qYN8DZuBQDIqS0AgKymGEoLHfUMLvZyzBITvakZHwMPX8FUbFbvHUbZEsRISnIBh2yCsQURsW01W3xAd0+zESWxUXUlzySoYoEYM3tm1Tnet6CYK3fuUvPmH+5YxvJ8B40l9X17qY7Owi7E9XmjtXq4cIhFFVbHkY1MQ8op4wdwPY56wUOr6Jv1TJoL5FIOj09SgIkMMksgqdpy2u4iabTRW+qis0Dt3dfG3naCvaRFNZ9kZl69Zsyq/Y/ubGD8xw7WRy5Gx9Q5VDZUUD1FXc/Rs+5C+SyVvuufqsShp4iNNl6ZxgTp5LZ0tW2yb1p/b5AFrau3aY09U60u65nqnJxsmtZ41cwsXX0aANgSzVmKqn8YLaw8xVSF/mcD9h5Ke1hXBNevmpGUUn9NssxUdNtxgDWk53BsDIdZ3IcL5rhrW28c4f7zPMcXv/hFtNvtkyp7wjqSLCwsTmKwNUYI7ILAwsLCwkJpWVi7YWFhYWGxVqzZboAhSRI0GsPi3kEQIAiCVVvfeeeduPjii9Hr9VAqlfDlL38Z55xzzjFq9aMP60haIxIhwZhcc7UQo4VEr1pzQevDjPoOipTXHFA+rn71Sp7RSNKaSG6k3g+yjdiKsJz+zrx3HLMNp+/6Vdwo33k/oT1JGkm6WpjstsGJnWS2pnxj5kcoOz5KfmCiixkxi0y0UkgI9DUYhtrI+vtkjIEz5c3VnnDOFIuLMYDpY0qhItt6hwdjtTDenwwyDsk4JHfMT3VkIRfSVKITUlUEO1CbB9vtcGb0sBzO4HIGnqfGS49uYqLPPG6BaVYBeenNNc5WVy/T90bfK1PlIhfmO/2Zvq8ampk0uM1K1pLXTZHp6oBtijK1VDu80IVHOecRVb7w+bAuRjsXq3STDoaVDKeekIiPovoOQJU3nEMP7MxGli2OA6TjmT8zJmgG0EClQf0YhCC9AqaiXjqq5iR1s72gvuzSWKKrqEH0/+crv6MomhwYK3V7JEWEdaU3EZaH2gYAKbFKPNmP6EnpDrVVsxt9J0ACqjajK8zR+OASQylLBKTrYj5V+4iEROQyNNP+eNBJc4xGDuJMYEdTjUtnFlIkXhF7oSKaox5HkkssiwiBJl8JibncxbgjENH1bOUefA5IJzKsYJbF6KQBRj0XPukwNTIXJdmG1DpKIkMLPspZBwXNHMtUJLbi9ivvlR0GRlXTeKKi6LzXgNS/IQZOxJVOXlLbCACotWaRexNwlneiUd0MAKg0tiMvT6GIvp5UIaMJqdac0veVJrU13zf9QusNabvHdFQZMPoOul9p1lI3kybKrNlGfEXVNiGlYRTrim49w2Dtj6+mopyZWwzb6UxIw1DTbDrNchMg9oMUhnVV8tWr1m05JuB8bXbDmg2L44Deg/cifXA3gD4Tqb2PNDNJ45I7DF5VjbOFcTWuaq2c8mY1vninnG2YSHFFaefM0hxvb0uNL3uaMZa66jOtkaThOxwZsTX1PLfPwFcfpAIIiTWqdeq0lWFuX5vPVHajMTHxFCNpWbNzlmI8sKjO8a69SlPoB48oHb9du9T4N7+rgfbcdrTnlF5U2q7v/wIeBnLNpMlS0mLt2yBuWJD9eT5nDBwMfHBsYFz9cQcYqJo9+AooG5lLGB29w2YjDWAxybGY5NjWSlClinUbd7ew6cdKb3XiwSVMPKwEn8fOVdersFVpvXmbzkCNNLIqJaVP1BbqPq9kJgF9BuxKjSSWJH1msr6OVG1aa72K5jLEivUNDwtD2zgTDbjEAp6qKV0n0Ho4F32Wrc5e0ZXmcq1X3EkMS0kKNa/ZTccarEaXV46SyrpGuwEGfP7zn8dll1029PGf/Mmf4N3vfveqzc8880zccccdqNfr+NKXvoRXvvKV+I//+I+TxplkHUlrxGTgIGQOErHamdRPV+unsWmHkXYkFVY4i6KR0JRF15/5FfVweYXIiGIbkWzvwI6fldCOg8FtjVPC84b2yz0XTqSOq8XvmE+vAw+MdnQwh2iM+hqkHZXSwDgcpunpKxskDPUTJArNRAZkMWTSM84UkfQgu231WdJ3YuVxjLyXmJL3eS9BnmZDaXpSiFXpeoxz9WrO3YUT+nB8z1xfJwjgRkUwP+yfd1QE90OwoP8Z3ECdJ10Tfc77zYXVji59nvqc82SVw0hfY3MckcPTYoB0z7VYdl9gOx06V30N9HkfCsaxlGb9fVLaXNpRxiBpdBCTIyluqO/GqdSs/rzTiI0DqZ72090ArBIOBFY/JyWXoytzID5kkw8Ixhw4a0lR4HZFYPHYg+UpWJ4aGj/QXzRjoJhBymg81ulh9HiXhJpYi7BqHD9avFinkhkBa5FBemos12lqgsQstei2CCvGmW0cSIS8oIROmcj7KXErkHPPCDy7dAypJ8WZTnXIzURzDy1adMGBwfSqRtovQx+5DhZ7OTj6jouSz7GjkWKq6GKcgi7bE46NPDZOrHosEOcCEwUXu+lYI4GDcuBAcoZHWuoan1pIUc9ddB3PuJQ7TgHr3Ry5UzJBimrA0RE1FOJlc/1KIgNyAbeuJuVxeRo+j+E09yEZVc4ff+kRSMeHHEjD451lCMaBPDXXmrcXIB0f/tIj6npW18Gbvx8irKJEziIRVeHNbkM6o/QReHMBklINWU8tsEDpGKynHTE+mHZ+5WSrqV94ur85gZlU53QRvEyN98yLzH10V4yV+l3R42aBqNcYJiCjU/ABFCnlZTnR11TZs4RSFiOZmb6b6X5v9qt+W/C4WWBqwVfdpwa3P1Jwvka7YQsbWxwH1O/fiWynStXSDqSE0s+MFEXRQ4FSmsqblDh1batKXfJPU2OHXHcmOiWVMrSXxseHaR63o66e/X3N2BTB0c4DLeFQCl2TUloih5KR4jBjgISAdprQM+Xr73SVANekHusU4aW2mnvuodL0Dy518MOdlMJGDqR5Eqle2KHG3vqOnxxxCtuBEFaV8y2ojiOoTqBQCRGV1DheLPqYKIeoFjxz/qHL4QzEpwFQgNoF90OTtuWXGwjHqkjbPaTktMuTHBN7WkPz47lj4CDX8+96GmM3ORrP/tGsmbsnDXWvx5oqgF3pNOFtVNfWmVD9q1RS1yGitMRuKowt1iZB2wZtLwfXOno+I0l2QwfLk3rTyHSIFfIrfkXdS7++ALej2uNSoY6pUVUdjdeCgT7XT6cEgPu0LEoukFDAWxdvAq1TdhlHkgOkR+fy4Nxdo91geNnLXoaPf/zjQ5/uj40EAL7v4/TTTwcAPPnJT8att96Kj33sY/jkJz95VO19rGCtpIWFxckLopoe8u8wGUk33ngjfumXfgnr1q0DYwzXXnvt0PdSSrzrXe/CzMwMoijCJZdcgvvuu+8YnpiFhYWFxaOCtdoNG3+wsLCwsEA/te1Qf2DKOVSpVIb+DuRIWgkhBOL4KCLsjzEsI2mNeML6MoqOY8SIAUUtBfpCd7oEp1f0EBLLKBxR0UDNNgpqZXotwa8oD71boDKYEZVPHmDHaOr6fqE9wGLYI7zq8wGY9DddgtP1TNoDI7aSYeYMfq7boZk2RENERhFLkfdT4tJElcLUrKK4B9lrQ/baxkudNjtIGm0k9AoASbOD3lIXcSMxrJeklSJuxKoEZNZnvXQHymUmlDq3kv3CodgvfaYYR+QwlFyOiMqkBpUAfslDUAkMQywcieCXC/ArRVNG1a8U4ZUL/XsUFtVfEIIb1pIH5vnqmh7ovq0sfarfE9VTJmXj0Xd0CW3NYjqM+wrurP5sf9D71PeKXkW3bUS/9f2Jl1v02qTPO+hRdKtH9yttU2Srq9lT+dAzo5rTf27aeQ7cfeDmHQpqYF+DP/wwVwTtdhtPfOIT8epXvxovfvGLV33/53/+5/j4xz+Ov/u7v8PmzZvxx3/8x7jssstw9913IwzD/ezR4nEJxgDGIN2gPz7rZ54YRrkXwiMWiSSGRkj0bCOsDQZXU8hXlE6XVFYd0u+PyzRGGLaSHsvzxKQW6FQDXXLdo/EzA0eOYVFlGi5Rj3MzzmqGiB52u6Z8sCpHD/RZiPV4OCVqvpthU8WHoLSn7Y0EZ4yG2NVMMddRba4GHjZUPPxkvosxndrNAEiBe6j8889uKCOPJbbXU4wVVCPbqUAvl5ASmKICEPsSAd8BCnkHc0JF8UdCB90ciPIUXUmlnZMl5MGIubY8aSv2TJaYMcTLY5Oq5iYtuvYCLOuB9xrIRjbSffHg1HcjL02A6SIL+x4C1p9l7gtvzkK6Idj2OyFPeaK6Zu0FyKAIZ3mnOmeR9SP7dFy2oi/wXhOgssua7aPZUZqN5hXHALpHjk6vJEZtiMwU2dAsMV1oIh1gG+lURd0vNFtIp7wxxiAYpb64apsWpfwZ8W/pGTFzOMMTa5PSnqfwV6QQ6DojvsMOWYL5UFiz3TjMAMSuXbvwtre9DV/72tfQ6XRw+umn47Of/SwuvPDCI2uoxeMS7d0LyElUWzORNDySuyiMF1DZNAkAqJ1BqWyaibReiSu3i1PY1VC2ZduCGh8eWlJj5yM0hi62Y5MypJ+/UuiZ9yuzr3ThHc1SGXoW6X9TeIFsnXADMw7UiTGiBb4fXlbnec/eJu4iUe3FfWpcXdqrxq7mngcA4JiwkbTGTVidQFAdRzSiGFulWhmFaoBSNcTMqLIR09UIG0YjTJcCjBfUWFsNXVX8YvC8HRfSC8CrY3Bovu6LHGWHw/Fds9YLRxYRjoQoE8tser6Dvb0M80mOORKOPopsNwAq5Q0AHmin8Ler6+nQOM39frZDia6Dp2VP9A7INhTCKnSmuWacriL2D2ZlrFxn0Bwk68Vm7aALB0nK0uBzywCAYKGOUltt49MaUc+JJsZPg6B1dL6CkaT77UO5gKD/NSNJv3aIDbZjvg0/X4u+0UGwRrtxOIHrt7/97Xje856HTZs2odls4vOf/zxuuOEGXH/99UfT0scU1pFkYWFx8oLzR6Vq2/Oe9zw873nP2+93Ukp89KMfxTvf+U688IUvBAD8/d//PaampnDttdfipS996WEdy8LCwsLiscOaq7YdhsNqaWkJT3/60/HsZz8bX/va1zAxMYH77rsPIyMjh/6xhYWFhcUJDcbXVrXtcAIQs7OzuPzyy7Fnzx5Uq1Wcf/75uP766/E//sf/OPKGPsY4qRxJN954Iz74wQ/i+9//Pvbs2YMvf/nLeNGLXnTQ39xwww14y1vegrvuugsbN27EO9/5TrzqVa867GOfdtmZKAc+ZJ4bXRtX6+zQq1fU7KMivBKVIi7X6JW0Kgpl87kplal1FXRZTO4eeAJDHlkmsn50kl6H9IcA5VnOV4s4D4E7fY8yvcqVi27G+3mwK15lGgNZAhn3IHoUEe22IXodSCppn9SbiJebiJdahs3SWWijM99Bd76LLrFaFrsp5uIc8yQi91hi1HcwTt76icDBaOQhGgkRkYhhYbyAwlixzygbKSGoleFXy2CUE83DgtJXIqYSAMD1wfT9ZRwIaBDSmhea4UXtYIM5xytyj/cLXV5V3zsdCXKcgaiQO/zd/vrWYL8CgDxBmCpWBEtXlPWkXGbRXDKfpS1ilTV06VN1T/Negoz0l3QUwuhCORzNOAHu/sGBz+8QYOCPefWdhx56CHv37sUll1xiPqtWq3jqU5+KW265xTqSTjAcT7shHV/p12RxX8CaxmShx3+J1c88QQsoOyI17JOcNG/c9rzahgSfedzss5VoG6aZTsRaktxFRrFHHfjUuge69LKU0mhkaJZRQqI6mq0C9KOUsS4Fr4crSLO9iSBmWkepL166t50ZTY5eJnD/khpvamFfZe+OvW0ELjcMmMBl+O95iXMnFIPzkXqCgqc0K3TE22GqbZHHDROKMcWSWsgiw4piDIhkgqXcQ40EnUVYRSgzY4tZ0kFenoS/+AiEFs5mDE59L0RUhbOkWEMyKCq7Ob8DjMpr5/ffAXbK2YotpO9rbRJS5Mh3blPvz34G5J3fhjtzKlhrnu6VB7HjHjgzW6gNbTBOtlWzfktKz8rRmklSQGrdJNpGl9XmqYp+o9O347o/MNK5ghRwiDUVFZX4qtbiYrStLoShrzHQ18fSzKRmIsw919Hr/rbqtZsJEw3X9z/kmiFFDAbHQ0TTkDb1OU8HvtkxkLxjx95u/Nmf/Rk2btyIz372s+azzZs3H0nrLB7naM13wBvDc3ddeKc4pca+yqZxw0QKTj9fbbRRMZLapRkAwI5mip/MqbHjnn1qrHiQ3u8hJlAyMNeO6BiR1mblDB49wFpkOyTboJn+vsPApdbMoYd8xXw0yftC/dqGzJMu01xbjTM7lzpoEbO9SywSLaYtsmFW1uEiKI/CL40grE4grI6p86mEKJR8o187WgkwU40wWQkwUVafjUQeqoGLkchDma5J5DFELjfjEUB23i9CAHAmSPetWAavjsGbXEa5rphV8WId3YU6unNKA6o738TG2Q468x2jhTUfZ5iLcyylR7cOSoQ02km1BXWv2/vUvQ/HFhGOKVFuXqoBADxax2idReaGcHQRBBoGtS6WMBktodF85GR/dNaG0BkunBtd1v76YDhtq7dQR9pQ51+mtUOkmV1SYGpC6QeBmGK6HZqRlGQ5dtCHgoTHMzp3rZ3UdmI8dJR0L8bXajfWvs+/+Zu/OfIGnSA4qTSSdLrJJz7xiTVt/9BDD+H5z38+nv3sZ+OOO+7AFVdcgde85jUnFWXMwsLiIKCqbYf6A2PIsgyNRmPo70jykPfu3QsAmJqaGvp8amrKfGdx4sDaDQsLi0Ewtja7cTj+qq985Su48MIL8ZKXvASTk5O44IIL8OlPf/pROweLRxeH0kncH2644Qb8zM/8DIIgwOmnn45rrrnmUW+nhYXFY4Q12o3HG04qRtLB0k32h6uvvhqbN2/Ghz70IQDA2Wefje9+97v4yEc+sqos36Gw7vmXoVIsqPJ/Wm9ioMoXAIAq80g/gvT1/1TmkN53KTAZZ8JEWbWTNF9RDQEYjOppzQn13nWYqaagI8r6PadYM8uT1UyT/VXjOUCFHqOHlGeGFaO1GRiV7WVSQGaqGpmpvtZpIm8uo7egogm9hQZ6C3W0Z5vGI96ebaO+2MOuboZ9lBv8WLOQBrE4wILa1gJG/QRT9Rjrqb3V0RDFySKKU+p9cbKMtN1D2IsRjvU1jDh3qIKO1pny+mwAL+wzBsirrasr7bf624HSsahChPqfctJpv5rBkAppor1a4yLbT38zfU2XNqUx0PEZHNV1jRZKsF61J9CR4aQNh0pd+4m6LiUqAWr0OqgKHwBIHVUa0HhqtDvAx/7v/s9zDWBga4oQMADXX389rrjiiqHPD1SO0+KnB8fTbhgNgcFnmf7XYzJ3OHLSinGIPaLHDK0lI7wQjq7aJmi80RTrAUZp4qqInb+islvC+3RsXUpXP/p1qo6lK6qFDsMCRfG03UmFZiYJo6PhUcn33U11LB2p9gY0BJrJ8H6qFPHe10wwUw5MW+Y7KcYLwEjkmqpCS70UT1lfwc3b67h4o2LXxJlENXSxkyr9hC7HfCfFWOQZ+5lLtZ3v9JlMjCnNn6VeathSRZ5jPvMwIevoihFqJ4eftvvMHcbBpFQptPre5ClYnoCJDKJQU/vfcRd4VIQcW29YSmzjVojGPNjoDLIH7lLXZuNWsD33GaZyftcNcNedhmx2R5+B1JgDL5SR77hH3eaZUyEoog3SMUK8S7XFIxZzmoA5inHAQmJDL1MBZG27a75iR2FAR0nPWRg3/7uxYhLrfqUrtLpeX/utKNV91dUGta3RbC+gPy/pz3MG7BHTOkzqfLRF4AM6h0RiM5F/h/pVL5NDc6QjwmEwktI0RaPRGPo4CIJVwqkPPvggrrrqKrzlLW/BH/3RH+HWW2/Fm970Jvi+j1e+8pVH2WCLxxqH0klcCR2AeO1rX4t//Md/xLe+9S285jWvwczMzGHbjaQeI6Q4v2YilabU81nZpBg1I2dsRHjGeQAAtvFs1eayKum+g6p13bm3iTt3q777kz3qdalO1XdpjAcAjyorgo7lD1Rtq1K1shFiimqtM/0aIgMj9rrOklipmyNlX2tJM5N69NqiKmOaXaJ+TmubULFA/VI/PTRPE0ijF5qDuz4cz4dL454bleAXqvDLoyhQ9bWw6KFQCVAuB5isqHFsshxgohJgrEjaR4GLauih5DsoUnaC7yiNVd/hA+MQg8sZnEEvs+OpiqheaJigrDQOProBTtozeohBt4lSu2nK3ovWMtKlJfQW6ugtqPvTXaiju9BGe1/HZGt0FrtYTHLUU2G0YtukE5sIadrisL4m7IjnmKrh3Bl2iYskRUbMH2+FPurgWlFXSdPjux53NRvZdwJ4+nz1fKaq1gCcztErLpkK1BqZvudtzbrr9nVxqbJctafel7NEFwHE1OQZ6vikmZQOaCXpNu2ibtRu0NyJOl7cTU3WzpFizYykw9TWO9lxUjmSDhe33HLLUPoJAFx22WWrFpODiON4iKWwcgJhYWFx4oBxvrZynIzjsssuw//9v8NOq7VWURjE9LQSZ9y3bx9mZmbM5/v27cOTnvSkw96fxYkFazcsLH66wbmzJrvBGMOXv/xlvPzlLx/6fH8BCCEELrzwQrzvfe8DAFxwwQX48Y9/jKuvvto6kk5CHNcAhIWFxQkHzt01243HE36qHUl79+7db/pJo9FAt9tFFEWrfvP+978f73nPe1Z9Ls//H5CVCiR3TVUSrRyvI7kxhdB6uUBXVyhoKM9rM1ELi06qPKLdNDceeSGHI3ZAP6qr85NDqqASDeQp65xlk7vs6YiwZirxvqeaIpA6VqyjymxAb4CtYD05A0wnHQXXejmMGCecczDGwfIcjDza4A5kLkxebNZLkLZ7iBuxqfLVWuphb0+xkY4nE+lA0G0y12KpB8dzTGU+v+jBLUZD5wnuqKptYQEsUhpI0o8gfKqSFBSNTkrOqWKS0Poi/Wi61p3Q8Rm5IgogAOTpMLsoo/uj99dLhelr+lX3t65+nwvDCEhXVIJzGDPVOTTTIFrR38q+g2pYoe9qatuQWEuu7rfMVP/RefQm4gFAHu2Ce42RZcYYXNdFpVI5uuNB6V5MT0/jW9/6lnEcNRoNfO9738PrXve6o96/xfHFMbUbjqfYgtwxY6epsmY2EhA0Mjsr2Eo9ThHVtNfXrqNorAjUGGOYG25gWCA5UxE7baN0VC4R0tiAbjbMWNT2q97LUaRo8zJFDnsD0eI415o1Kyqz9frP9WRRtXupOzwu6TGllWSo9xw8SBWEnrqhijv2NnHfgsQW0kHYUAlx8/Y6ZsqB0dPwOMf2ehdbRgvUZoGlbgqPc1RDx5xHJ80RuP3KOiWfY76boRI4Zhydi4GpfAHz3hjGUqpE6ZcBKZBHNXVunUU4zX0QQdlElVnSgcxS8G4dsksaRZObgOYCeK+JbM/DAAB33WmQvQ5Ye9nQ3WW3CdHpj3ky7qnjLew1rCPvzAuRPngLnJEJdS+XZvuVO7UOIVX2BLE8nZFJ5A1V0Yj5TQyCF1U/wdwjkJp2rzUuNOuYO0CsquYYFjXZKq51Fkvjfb0+qfuAenWJERuLvp3SfTFwtF4W7cbjSCnGrG2dTwwnXT0v5BJpvqI6FJ2PxwH3aEUZ2NqYrADDr/zKr6zSsdhfAGJmZgbnnHPO0Gdnn302/uVf/uVoWmpxkuBYBiCklKY6m678XN5QAwBUtygNtuiMc8FPUZpI3domAMD2ep+JBAC3bV/GPZqJtKjsT4+qpelnzwtcBLQ+KNMxNUtnuhxixugFqeelSpT0SFLlyW7D6P6xFRpsmvnouK6RG+Mr1hma/RT5LnytA1XRz5fSgvNpDMuzzOwPUGxeP3DhRy4CquwZlXyMVhTzaJLaPl0NMVbwMRp5hllV9Dkil6+aq3KZD2dwrMrY4IBkkMyFhLomOfeQMxeCB+a6ahoNY2wos4TL3NgSJ+nAS7soxm2A2KKivoC8vgCxNIvunBrTewsN9Bbr6M430SG9o7geI24kSNsJclpvDs7jPc4RVFUjipOKraUrU7thAE6aTyurO8sBNplmImlW6SDDFwC8nKFAdiIsKqacQ9fOmVDt9HodBE1d+VmdY4/0uXJaZ6XtFHGdKj+TPlZObGaRZqhi6JJi3dSZapuxAp23NIw2zXjT90H39zwXSHqH0Aw+FNZsNx5f+Kl2JB0J3v72t+Mtb3mLed9oNLBx40bcsZCjmGToZYnpqE16CFrU4Zs6RauVYJkmvnWaSC9TSeMu/SZJcoh8eIDSdE7H4XAHqKUAUNa0UqKZ1goeqoXhz/QCf9DZpCf7WjxVT6y1g8rj3Azs+rOVqXK+w8zvI08N6KEWiu164I4PPpC6IfMcbpbAI5Flv1xA1u7CC3t9R4znIEpyhEetmvnoIeQMEV0Tn5xI2rh7xRB+uQCvGMGtkKhpqQZeGQUvj0KQmLbwi5BE/ezBNeK1MRnEJB9ezGVCGueOkMNOnnQgRUD3QeM4WuEk6qQ5WtQf6x3dB9Wr/rzZSw2tOKPf59Qn5UDuACdHkE9034heawUfVTLeNeqLoyU11JepT5Z8F2XaXvehwRSYVvMAaZVrBFvrwH6YEYJWq4X777/fvH/ooYdwxx13YHR0FJs2bcIVV1yBP/3TP8XWrVuxefNm/PEf/zHWrVt3SBFni59OHMhu6LQ2lqf94go0uWYDaQAe/S91qg8FK/hAarJOj9aTUEl9Wi/cHTdAlwQm9QTQWZFe1E7FkMC1+r1qhrZjBc/BHFHOtdNotqWOub4SDv0PALuIQs6N40A5ewahbVN9oMRxKoSxVT/a18Jk0UcryY0Y6537lrBltIDFbooZSlG4bXcdW8cKZvxb7KbwHOVE0mPrXDvBeMFH0eW4a045qi6YLoID6KbCCEO3UoG8OIYSOHKuHMxenkKEVXgLD6nrOHoqnOY+OI29yMtT5vrLdgMYWw9ZU+xEues+sFBNarUDKJvdobbnHNne7aCLBOaH/XTfpKccRXEX3satAID0vtvhn3YuOrfdAAAIz3ySSRvXv9MOJJ1en83tMgsBTgsD0e4XRQBUwY9VGWFUEIMXK2ZfkiKu7rJK0RO0QOCdpX7KnxYe1+2hGb7DfThkL4xDacXQm8uBFH3qM1KqZyKgPt3LBAr0Q+0o1fvpuyuPHOwwUts8z1tTAOLpT3867r333qHPtm3bhlNOOeVIm2lxEuFYBiDcwDUOpNKMmktqB1LxjLPUNqeei2RcpcPuWFbjwV2zyhl82/ZlAMCPdiyjvqDGwB6N6bpMuqtLwTOGkOZx01XVxlNpgb6pGmKa5nQTBXpGYyVZwTtqXGFJd8iWAYDQwv/03vMiI5Gg53/aJowU1P5nqiFymuvOUttKNRqTaCxhnMH1HLMuqhV8jBZ9TFYC4zQaL/gYL3gYjTyUvH4aXsgleNwE76lrw3odNZbHlLKcJoB22OuxgXOwIALzgr5zzC8oJ7tfME73JBfo5RJxJtHT6Va5RJJJxHneL0ShnXdm/VVE6JXhFxjCMl2XdRxFj8NJO6hQAYRatw5Zn0W+NAexPKv2v7CA3kId8VLLpIOl7Z5JGxO5NCltHjkGwzG1Fokma/BoTNPSLIzumT5P4QboxWo9oQse6GCTIEviMGbsbpnsR6Wq0iv16OplKQpx17QPAJIm9cmlfvpZ1lLXXrc/7fUdSRpVui8ezaE2TKuUzkwUzHwmWfGqEXdT5PFRim0/CkUafhrwU+1Imp6exr59+4Y+27dvHyqVyn4HdWD/ue8WFhYnJhjjayrHyQ6kN3UA3HbbbXj2s59t3msnwStf+Upcc801+IM/+AO02238zu/8DpaXl/FzP/dz+PrXv44wDA+0S4uTBNZuWFj8dINx55iXcX7zm9+Mpz3taXjf+96HX//1X8d///d/41Of+hQ+9alPHXlDLX6qccAAhIWFxQkHxt012o3HF36qHUkXX3wx/t//+39Dn33jG9/AxRdffNj7+urd+xAU2ugkfaaHZhk1ienRo9e4mxohuzQeftXUzMFyltrDqTuo6znwidHhE4NH0zYDeh9GnmGBVMmjr5lJZVPC0+nTRj3tySW6OO8zkvrecc1e0ilM6rdl3x1Io1Ne3hJFDIrFcTh+AdINwCma7no+cs9DQOfDPRfM4eCeaxhJbujCn22jtNBFlfZ9oqS5jfoOpgIX06GD0TG1cCxOFlFeV0JxugYAiCZHUJwegzcxZSLQzsgkUBxBHlUhKOUr9wrGm99KMnQoJU2nm2kx2o7x+OeGZbQy7UwMiGdr5pH2umumW5O8+K04Q536p2Yi9bq6f2b0mprSmAn1z4z2K7K+oKGG7p+aVuwFLrxA98/hfhpS3ywXPNRW9M/CALMpbrf2cwcOA2uNEBym+N3P//zP9ynK+9sbY7jyyitx5ZVXHtZ+LU58HEu7AcYAxiAdD4LGR06FCkwJ9ixGrkvoYpihaDQyB+j1ett2osdinYaWm6hvg76L3P53gIok6nFep6L1x5s+y8dZsY1mE+5rJ4aJq5lI+rsWfR443Py/2FVj0ExZtVlHo5e6KUKXG2aRkBKthGOpm5r9njlexHwnxWjk4ZYdKvp9wUwVDyx1jABsnAuMeB6213uYJtZSNfCQ5hKNRGA06os5L/ZynFnleKilzmmy4KKTq3LOBlKAJ+2+WKwUKreYu4Yt5tR3A9UxSACCBLGdcg1wfTAvQPqQEtaG68Mp15DXF8Cp5LRoLsM780J0bvqKulZbzkG+NAcWRBCtZdOMZNvt8DecBgDI9jwEXptUzTkAIwncgVhSkWqdIqdT2lh5hI691E+R03MOLfq9NGsYTO4ULWSpHLROY2dZr1/kQdsGuiaMIudOedKkwhnXvSnoQDaC9+UANEy6C/3W5a5h3JkUhVwLvHKTLn3EWCOT9XC0Li666CJ8+ctfxtvf/nZceeWV2Lx5Mz760Y+u0ley+OnEsQxA+OUARRLXrp2umEilraoEur/lCQCAdGILdjbU8/KTOTWP+uFO9Rz+aMcyAGB5ro0uFSbQczu+QoA5KvvYQKnCW6cV0/C0Uc1ICjBVVM+411QVaZ3WPABA1NVrTum2AMBpPNLjihlHvRAhVW/R4+0Ijc16LozxomEanTI2PPfU65hqwUMt9FCh8X+c0tXKAUeF7GCEFLy9CN5ZgmxQG5fmIBoLiJcXTQn6rNND1k0gB9LBGOfgvguvqM7DK0bwKhXw6hgcGsOdkQmgOArBOWAYSRKdVKAR5yYNe7GbYqmbYqmTGOZ/s5chyfvC0IBiDUeeY9Zt1YKHsYKPkcjDeEGNwbVwDJXK6ahudeBnit1T6Cyh3FmCqM8j12N/axl5cxkAkDY6yNPhVC43VH3NH6n11y3aNpliUeqcuqkw6xJtz+v7SXXXa0NtaxOdHjmi0i1dxuGRvaiQ/dJC3ymlnSWtBGmb1kAkB6PT9eSArdCi3RUqOuHR64ax05EK1f54RYrbXQPXupscHVOI8bWnRD+ecFI5kg6VbvL2t78du3btwt///d8DAF772tfir/7qr/AHf/AHePWrX41vf/vb+Od//mdcd911x+sULCwsjiWoHOdatrN4fMLaDQsLi0EwztdoNw5vvy94wQvwghe84MgaZXFS45gGICwsLE48sLXZjcfbcuOkciQdKt1kz5492L59u/l+8+bNuO666/DmN78ZH/vYx7BhwwZ85jOfOaIKCt+7Zw5u2EEaZ4h7w8yOhJgeCUX00k4daVdFCPJEi4pRLugAy4OvYCI55M3X5SsBICDPvr+C6RFHGWLDjFLHX6mnFPmOidwZjSSte0TvfZebz7T2TWgYSfo1RZX2qYXqEiPC5iByQxTKkfFks6AEJ6qAl1TbeakGb2QWxeklFGdUZLm0fhm9hTpG57tYN0/5sss9dJdjU+YSAOppjnauSl7mR5feauAwmLKYRYej6jmoehyjmilTCxDWQhTGCyiMk5DcWBWFyRqiCRXd9UZGwGuTcEYmwCrjAAARVSHDMkRQRodyibu9HC2KuLRigSXqO3V61R7/viB2bthFOmqxMuc3F32NJC2m22ckkQ5Sr98/dG583B1mziXdFDFFL5KOimRlpt/2DGtOrGQmUb91/BAO5VV7kYpkedRvtTiiH3l9thL1Hc1icn2ObCCadSRgfI2pbfwoI9gWJy2Op90wEDnYiueoX97cMc+xHq9DqXWQ1LOS+GWjs0DDlBkDBrHYJUF7msjUSeOgHpON8F3cT6Krmh00T8xFzQpp9FLDStW6SXHWnxmt0jvqyaHPFzqJGau1VppmVumIpucwLHVTc8zIc7CnGaPgOTi1FtGxc3ic4eGlDjaSdscP9zUwUwpQpnLVoiexq9nDhesquHOfGrtOH+vrVmjct9DDRdMhtrcEqvTbgsvQziQyIeELEuR0ArhZjLyitI+c1hykHwHNDFyLpQcloDkPlCO4k4q9I1rLEM1ZIEvhjKlKjukjPwELQhXB1OWqkx7y3ff32UZ7t8MZm4GoL0DoaH5URDbAHpIDUWWptSaWlwEAAf0mry+A0TjIPGJh0diumUYQuWEiGSHvuV10jATutIogy56yx/Ejim3ln36++n2hpoR1AUjS65JeMPTebeyFIKFyA7rHLiP9LskRQZ1TzkiPQ2uBEcPJy1MIENvJ7IaZbcVB2KJrwdpT26zdeLzieAYgipMFlDcqvaXyZjXG+KcpYe1s7FQAwN4ew/2Lav70o93qufwhMZG0LlK7EZtsCP38+DROF0njbuNEEeeuV8yXs8bVPG4zaRPNFF24S4+o3y8qzbR0Vo0ZmkEp08QsrgUxaBwa7xy3Pz6EJTVGaJZsjdYrQqptCp6DyeLwM6ltVJW21bpHmoUbyQS8PQdnaQH5/G51ffZtR3fvXrT3LKA7p9Yb7dkmeks9dJd6hgWTJ6pQDiOb6/gcbugiqASISJ8qGi+gOD2GwvQoChuU9o8UOVzHM5qHAJAKpSO0r5VgV1Ot9R5Z6GDnUhc7FztoEyus10kQd7MB5r+AEBKcM8MU8wMXYcFDWPQwUqX7UIuwYSTChlpktAmnSuOo1qZQnXIQ5souuN06fGKHhvXZ/j0ijT0NFoRmfYbSmLlHACBoHRf3cnQpg2KR1g6abaXnBUJIeI6eR6h7pMXZE2KyTY+eQiM54BP7q0a6Rzm9Zt3MaCNlXdXWuEFzICHAaALBvUfolda6pO8UuiHWlRRzrzeuPhssbAUADwLIY92SIwNzjn1K9E8DTipH0qHSTa655pr9/ub2229/FFtlYWFxvLBmsW2Lxy2s3bCwsBjCmlPbHoO2WJyQOCECEBYWFicM1i62/ei35UTCSeVIOp5Y3NeCEwikcYakoxXylec3oVfNrkjadcNEWgsMq4O8+Iw7puqB1lSSQt0qvSCSQiKniHTmDDNWuuQtzoWAT5HlbkoaBCtKNju8X5HNX/GqGU5F3zXRb50bO5qr77IAiD2GOOeIXBXNCKtlyLAMVlDsHbc2BRa34DWXEZB+Q6XThGguIW12TM5y0uyoqgPtLtI2lYLsZci6GfI0N6UiRSIgcoE87UecZb46Om8iDZ7OCefgPofjO3AoKqMrsXnFAG6R7gNVZPMrRXhl5Z3n5RHwQtnkE/NyDTIoQYQVk1ssgjJ6uUQ3FqaSQTeVhg2w2M3QIMaQ1hlp073SOdRJJlaVsdTMpJzufS7kAFtpWCtJv2aZMP1DV7wY7DuA6luadZRTpFv34bTbOqI+7BcVI8kNi+a9R5/5BfWZYSR5DnKqmHHEYMzofR18s8fZyG5xQoDlmarYxl1TiQ00JrtaDwmuKZGun3kd64xlvwKW7uZaZ02PeJrVKKREgxhIWkKmSe81g2N7vWfYQQ8vqWdPRxT12N5OMiQUtdUVdfQzJoTEXoq4ahbkWVOKfbhEUctq6Jr/HcaHvtNMp2acYaoUoEQliFtJhk3VEPOddGBbjsB1ELiO0fHbOlrEvfMtjETqmCVfHSsT0rCfeqlQlYhcjj1NNYY9Y1MFzUzC4f1KYakEhFT6Fjpy7vaWkUc1cx8qzVnklWnIoAjoykTNeRXFbS9BdEk/aGw90FoG80PkZOOcifVgrqc0kIg5xMIimB+ic9cdAIDiE5+CbG4XeLmmKq8BiC54Juq3fQ/lc5X95MWyYTTpyL8/pVhPhnWUZmAU7eWa/aR/o1qNtNU2zMxkSf0uOk1VisvmdiFfmlO/I1vgrtusvtutKtixYsUwsNBS52hYUMWBWmrazpBd1NdNhmQH0jYyX80VuCTdFqNJRbaJe/3zIFaQ7v8SWF197jDBsDa78bhbEVgYHM8ARHHdOKqkjaSZSGL8VADAIlPP1cPLXaON9ONdag2ySOz+ji6lHvefS627WqyosW5qQs1tz11fxbmTajzdQkycdWSA3NltyHcrVpYeB5IFVZI+bffnhx7Nnf0RNXYz0q7hWmctLJtqoxGNGalQzzVjpKcZ9JejWutPs5c0izRKm+CdJbBZpQmU7d2OdN92LO3Yi+YOpU/VeGQR9Z1NtHa3sI/m23NxjkamMhsSMXxPfRoHSi5HxeWYCBxMEzOqsqGMuBEjTzM4PmWFhEXI6hhQ7DOMcynRS1XGwZ66so8PzrWwfV8LjcUumkvqWnUW9qFXn0PaUQyytNsa0ssFVIaKF5XgFSoIq4o5Go1MolSLUB6JzH3bMlHC5oki1ldCrCcNwtFoHJUxxWQrjZ0K3iZbFKt+ou8BMFCdjSpw6ldd4bWXCcPq0UxibZvnqXKrXrcA/fXiAjGc68QiToTE+ppiu+pSNAGN7SOamdSLTZU2rY2kGUlJK0V7n+rXjq/Xbaoiql8hlltYRPkUdbx1pAnYSYt0Hv0Mjwe6R5kBscb1xuPNblhH0hqRJRkEMqS9nkn/SXvD6WsZva4UKd4fGHfg6nQgWnTrBXdQGjUpbSFN5EOiCYY0wPmhi8iksmlxbRLoHkhjc9awgN5figQwPEgcCGkuUfJd9DyJrtsv/xy6JfhlZZy88qRKCxjtgdNA5mQ9sCxFlCeQKVEY4y6QpZBZ2r+GWQqZ0/9ixesKrBTN2y+40y/tCZqYux4Yd4zxg+v1S3466npL14N0Qwg9+HohhBchBe8PvD2BOBfoZdKU4W4lmXEaNXrpQR1I+vVA98M4/xxmamvqe60dS5GvflvwHTR75ETUTjMahHV5ZsfhRjibG2F0enU9pD31v+7vB+vX+jv9DOjrnzqO8eD3Pfn9ymZ5euhn5WBgUAJ4FhYnJLIekHpICmPwaPlrRIRpsqHL0gP9xXKP0bM3MOlt0QRLT4RNSWHab5b36dz6dWX6WpwJU3hhX1ONu1NERV+ibSLfMePSONmbRyhVolrw+gUc/H4qGwDjFOqkuQlOaAFvLayqRTtroYfJoo+91Iaxgo9USKRCYKQYmP0sdVMSHVXtuG+hjfWVEHvod6ePFfDgkkSSS0xRmer7Fzo4b7KEVEjzu+VejogCCvqa1nsCE4GEcDyTdijCKpy4hQJd82xkA3jcBktjiAJ9OrIOTGTIF/bC2ahKcTORgbk+ZDaQItZtQyY9uBPrjXNJJj0IAMULflbtf9cD8E45G8n9P0L0ZMV+6N3+Hxh5zvOQ3P8jAIAzNgNJDn4tup0v7KHvVAoeluYQz6sFXrhepWBoJ9MgdCllJ1TXpXPfveY942pxA7KD2c4H1DG1aHcQIaV0N3NcSqnglOKGPAUXWiSVUqMjNa/hMaXYcRdOTjafxLvNAoeeDe74xvHqyWEb0cmZKURxpGBsjXbDmhaL44DShkn4m85Qb6ZVGmynqBwEe5fVs3LfQht37VLP7L65fiob0C+eAvQDd4WqekYnJtV644kba+p1poIzqKjMukA9a94+5TxKH7wT8Q7lQGrtUo7meFnNBwWl3DphgKCm1jI6eKvHDJ1SxfIEjMYDP6C0MVp96nmtdCXcFQ4knbLlLJOI+d4Hke3bjt5O5UhoPLQH9Yf3YenBZSxvV9fioXaK3b3UyGMcCtqeLiY5FhPlcCJTi007m3B8B2GtaQLeQa8NGffABgpgSNl3vNQp/WuhlaDdiNFc6qK1T7W3PbcDcXPxoO0RWYK4uYi4uYjWvofN516xisLYOuyaUg7+B8YLqE0UcepUGVunKCVxtGBS3zZWA4yWVMAhKlJxBu1QylMz1kpPba8dSxmNrZnoB5d0epieI8xSP1tsx+joIht0z/aQ/dZOp1aSIctV+zZUlW0snqLOKSK7O5pkEJoAkehACM13WqlJR2zvU/fAC9U19MvqujrFEkJaM4/PqGPF1N+bierv3SRHq3F0VZXXbDceZ7COJAsLi5MWjDPjGDvodpaRZGFhYWGBw7Abj0FbLCwsLCxOfDDO17jeeAwacwLBOpLWiLAYwAkCOA4fEMdWXvwsVF5et6c99f3S6XIgXQ0AnED9xvUjuCExkoiJpNlGSmit/z8AVCnaqkupVyNvqIw60GenaDicDZWZBAbSpFa8rvzd/vYH9EtFdwaYJLmUiHOOQNPuXQGPM5NC4HEGh4Vw3EhXC4bDmZmk7c/Bq5slB/+X/ZQOKfufawzSkAcdB3r/jKno/8rv2CHaoNuRC2lEZPNcIs8kUpGZCHcqJJJMIs5z48nvpH16aLqfa72/e6bv5+Bn+3sd/H/lfUwyYVJPdMSgThGCZU09bSVGeLvXVtH2XmeC3icmdTOjfq3ZRjoNTop8FdtIM5o86ttuWDLMO02t1sLxfuAg94bLkx42GLORZYsTF24IeKHqflIzilY882z1+KOfZ81USoU0wtQ9UunW8xm9zWI3NWOWHmu04P6DiypiPV0OcS+lQ+hxRkcO9TFbvcwwJNs0dg2mOes0OS2urREThXwk8owQtxbJ1mOgZkNVAxdCAqeOqO93NmKcMVYw7CYAGC94KHgOZtuJYVTNlAPUexnOnlBRxt3NGD+zroKHlro4m0Q2zxwvYrmXYbLYF9bs5RIOl3AYM9doIpBYyjgqXGkfAADv1QHuQtJ7J25DBEWIqAp3Uemh5KVxsM4y2NaLwCh1AHkKmfTAT3sixE5i+UxsAESGbM/D4CQKKrIE3oYtSLap9Bd3/RbwYllF8CnFwT/9fIjWskkLQZb0/9cpI7Q/SUU83HWnImtRtFmn0e2HlauZSCuZSe29CyhOU9q2T8UZlhSDqLCBGEp7t4PRcRmN8zIl1lFHbevMbFGpfwBYVbGndHqFKKr9s7hlymaD0zxC25Gsz1Qyrad7oZl8PqRJfTlSsDXbDWs4LB57BOtPgbv+dABAWtsAAJhtq2d2G7FDt+1r4eFZ9cx3W6tT2QDFRtKpbKMTw0ykJ61X644zxwt9JtLsNgBAcu/3AQDNe7ehuV2xgTqzej5I4t26kE8lgEPix6skJrh+drmxf/qRIoKosWsOYwi1qHJXiWQ7DZXClu9S7YofuBv1B3ah8dBeAMDCfYtYeriOh9opHiYb0T1KtmIrE+jSeeSZgMwlRJoNZTwcDHo9kGTCSJDoubMuwnQkSNt11Nt1tPY+rNo5fSrqU5tRn+9gx7xi6myZLuOsGcUG66QlbCb7OkqFbsolVRiIJx0wnXJMrFA9zprCB6w/x9AwcwTqZ7ONGD2aPwj6bo+nznWOUuAXW4nJshBQbdukmUmnUgZFmmKEGG5agFua+9hGpgtbUeGgzrw6RnO76h9BrQROKW1epGzl5Jh6frq1/hykUS/u99quFZaRtH9YR5KFhcVJi7Wmttn1gIWFhYUFAMAuCCwsLCwsDgNrDkA8zmAdSWvE2EwJblhEGufG65+lJE6mBU21OPKAV153Ok2Hc6lspRe4phy61j8aI9bRaCnAWFH/T6JvOs+ZIrqR5xiRVB2c05597VHOZf9/rVWhI9VaYyAVwniSVzryzX45g0eRBS16OhgQjDMBIfv75CmDw/vt2R+ElEhziZxeASDOBdJcaQTpdvYygV6WDzFstCB1NsCqUmyh/gk4jCmNqAFmlO9y+C5H5DuGCRS6DkKXwxsQHfccjsDh8Jy+xpTnsAOej7negs5LSHO9B69V4HKzD30d93ftB687gFXX3uPM3Pt+NAdD74Xss6d0W7or9FMacYbFloriLFAO8iJFthZaCXptFUGOSbDQ9Puk38/lCiaU7uf9UqYOXOqzOlff08KJoYu0e3QV19aeomAHf4vHHtL1Id0AnkjQkmqcd5hmFKk+2c36Y5enPyOWUVuLb7sc9bgvGgkAaaJem6QtUO9lRhNpV0NFA70VzI25djwg1D8cYdXaDqXQxZZJZdv20X42j6lI3q56F6fR/zrKqEsz67EnzYUR/9RjoxZSLQ2wLZe6qRkTRiMPHuc4tRaZa+GQYHbBc0w56jtn2wgcjtGQdJ5aDLsbMS5aV8Zity80vq7sY28rxXjBpX2pP5czVAN1jR5u5djs1pGzUSNgXvQisKQNRlHavcEM1i3fg7w4BhGqaKqIauCLO8AdB9mIYgs4sw/AXX86ZHMefESxOkV9Hszz4IxMQGo9kQkloOuM9cWy+fgG8OoYctI0cqpjEOiL7CYP3gWP9FKSB+8CoJhMAAYEsnsITlER2HxBResNC5r0jFh9AVlD6YgYZhL1HcdzDUtpJTo7VVntaGoCsq1+nxErVTOjNGMq3/OA0TB0C4rxIIm5zaksNRgHo//zkrpWLCWWK2kSsjyFJPqy1lYSgbr+LgRcrI0dcCBwttaU6KM6jIXFEcFbvxlZTWmdzSeqn+5oKCbSI1Qk4YG5Fjo0f4u7w8+u1sMslHzUVjCRLtignkvN4FwfCnh7lfZZfPd/AwCW71KsyuVtO9DcQ5qwrWH2uFdSz6cX9peRuiy7ZkXq8SF3w77e6Ip1hpmfOwy8p8YX3lGMJDGnWKBar2152w4sP7AHC/ep7+d3NHB/K8HDnaNktg+g6nFUiS4VlH0EFR9+pQC3EJpzY54HwfrjB2PK1oYON5q11YKHduQhiDzENBb6xSp69bmjap/W5K1v/wnyuAuRnQ5Bk/08F329VM8xaxqXq7brOUfRiwCtS6e1nujVG7gfer25siCTRpYJ0/dWsuG6em3RSkxWhF7XSansxeaRUwEAhS0ZysTI1TZJs9tkLtEhFp4+Ty3E3SFx+eaOfQjHHlHnSPY3IHsxUVDvN9ciLI7oMiZHBiulsX9YR5KFhcVJizWLbT++xnULCwsLiwPBRpYtLCwsLA4DNrVt/7COpDXiuedNIyyW0Oplxruq80R1ZDcX/XLtfT2b4Qo3OjJbLXioav2jgF61Jztwzf86wqw1AbT33mFsv7o++viA8v5qVkpilPjJo5tphpIwej6aXKJ/LwZCByvZOPr8BtugI8mpkMhTOcSMSnNV0Uwft5cJtJMMrV5mKgQ14wz1ToLlToqurmbWy5DEGdI4Q9qjymBpjizNkWdqG5ElEOlwCU1A6fVw1zeVyVxPsWO80DGRcD9wTQW8mr4fBR/lwEUpdIe0QUKXG8+8Yixx0jfpaxdx0jsJBjz34YrKaiuv7eD11fsY/J1mJPWjC8z0B0048Hj/9yth7qsc7gNJLs291+U9tbZJvZehHqsoj2Yq6NcmbdNN8qE+P3h83e99l6Ok2XT0DOhrWgpddNtNfHNViw8Day3Hacd+i+OI3AnAMq0RoTpjvacZNAwjxJLZQzoYcd5/RgEgywWSTDM3NTNJ7XuW2IQeZ9hOpYf1uDDb7Jf7BWBYnYP/62d2grQ0kkwYJpJmxGr9o/XVCGUd7R7QO1LtUg3aVA2N7tIojal6uGtRtLEaeBiJXIQU3avHGRhTY9RGqjqT5BKBO8wEPWeiiPlOaq7LeMGHw5XN0dXrJkIX9Vhgy4iPbtZnrfoOg8uVbh0AbKr46GQ1uEKiqLV6wNHxayhkKgo/yTtIZs6Fu/gwhGbPZD0gLCMvT/WjuSJHXhoHby8CVJ2IV8eRl8bhtOZNhR8Zd5CXp8A0+2j9VqAxB2fT2WAUaQbjcFwPkrQevFPPhvSovPbWJ6nDLauotjuu2Eai24bMhllPorWMQeTtFtySYprlXRXJ1TonTugbNoHRT6Jy17rMdzy/CE6V+XR0Put1ho7hTm0yFeryuZ1qPxQhllReGlBMPQBwWuo8REDaSwntz/XBUvV/Fo2qbanSW+4EpqLbkYIxrMluPN4iyxYnBmRtHbqB0nxZqKvxZAeN7Y8QC2OxESPpDjNxNPs7oJJolbECziUtpCcRE+lcYptuLNH8cu+9hom0eLtiPC7eo6phLT9cR29ZHVezQXzKoHDpGNx34FeU5plbUWOWM6L00UShps4nLCP31DbdFesNzdBlHEYnjmtNIRon40XFYOzMLqEz30VXXwOqsnYs4HOGdaGLTQUPk1TZrnZKBdVTRlBaP4FoQo1DvDwCFpWHqj87jKHoO6iEHqaramxsDmgNOg4xV/0IblhEZ0GxPEW2et1yOEg7DSTNRXQiZR/Cgoc9kdYoKmC6pGx6XOyvzQClWcVJIwn0qjWTQp9YZB5Hkqtz1NVPtV2vks6p63KTlaAzczQziXHNlkvxQ8qCSFZoaDlM9cnN41sR0LymQrp/WispH5izaCZS/z3pYs03TVVBb+xhAEBAfbA6VQMATBY9zFSOtmrbGtcbjzNYR5KFhcVJC8YAvgbhVbsgsLCwsLAAVFR5LXbDBiAsLCwsLABrNw4E60haIy7dOo5SuYJOmg+weYb1hwahNWw0U0RHb0PKvQ0djshV30U6H1dr4IjEaAawtEevFHnQXmQpjMq+qWpCug7SVV5okD4HAAh67bddbZLksq81NKD1M/h+qHoZ/a+jv5J0mHKh2E3qekjEEEh1BD3L0UkFWklmKofVOymWuykWWzHmycvc66TotRN0Wgl6FGVPmouIW4tI2w0kVEVM5wgfCRw/gl+swiNNh6A0Cr88irDoo0DR97DoIyx4GK8EGCWPfi1SDDLtiS/5LgqeROA6RodE6yp5nJtqB5wxo7PAwVZpLmjntmMYSf3/B3PHgX6Vi8Dl4JTfrKvc6EgOS+hzka3KfTb9RfcTx4OkyLKk6kopJ/2TXBqdFh3V71HH6KW6Il1+0GcAUM+BfgY0o0o/Cy5naDW9/f5urVhzZPmojmJhcWRImIuEuUPCEJpNY1iFnGF3e1hfQG+jx4vBKpmaPdjXQFP/7GvFhl2ktZU062iB9AoKvmNYRhqaIaijp5HvGE2+Srj6+RyhMVAzJcMVugmpEFhXDujc1GfahpR835zfRORiF+lubB2N4DDAq4RGwyiXKno9U/LQGohKbh0NsURsrg0VD3taKYoeR8Xn5lguB+a7OTaU1Hk00z47Vm/XiHMELoeXddElDYnQYSgkbWM3e8xHcXknRFTtV90LqijkSrsjDlRENarNgCVtJDPnwG0ojSLeWYb0QuTlSfCWqmSWbTgf3vyDEBMbAQAyKAMjPljSQTZ+GgDAnbsfojRu2sAcv2/jie3ExugeUgfh1UmwrtIX0ZXchK6wRnolnhCQHdJI4qWhbfNeAr9C21NVwayrbIlXpOq0vdgwmNJmh9pDEfei2k9y/4/gblD6TaJJlZfGldZLrqvZbTobPG5TG9X10/pJ0iV7NFBxTjORzPu0AycdZkIdLqzdsDiRkZfGUSftGa13t3NZzXv31NVr0suMxqaj2eukP1kiTbmzNlTxxI3qGTtvSmnGbCjT+D2rnsfknlux9KOfAADm71Lj2tKDywCA9r42cs2q0Wx8Yq4GFZovj1VRoIqP7rSqxsXGN9B5KDZi1yujE2tWyjAbP6B1kC8Z/JWVJklvTeT50MdcV6rmDEWHo8UFkv1URT4YIodh3HcxQddsXeShOFVAeaaEMrG3ijNjKE6PIZyZMrp2zsR6iKBoWJWAmptHLscMrRfUeXHUCh521iLsHFVj6NJ4Aa2ZCXQaSv+us7AHvfocevX5w17XcNeHGxYp62K1bk8u5OrMB/2apwCtLXk6fFy95iyFFYC09HKpXgf1VQFVma1DazVdATqjbXS/SePMsNnu1v1Va8WaDIYKNk8ou+GfoY5f03YsySCFYsg1d6vtdfU2QfYnbiTozil7U9ir7K8zpvqyU1DMvtHaJsysmPscLqzd2D+sI2mN2FrMUSnlgONBOMN0/f2lKXGpHiaWqw7PMnII0WDBkg54iwQmO2oSJdokKtluQPTUREtP9KQeSHUJSs7BHCqZq8v9hjQR1AKYhbIRwdTUeI/K7upJqvRCyID+JzE8QY9B37HUT5FblSaVq+9yKZHSBDTJJXqpgMcHKIkm/U/9rpPkqHcSJcRGi5xOI0a70UOvvoTukhoMeo15U4b+WCBPuugmXbN/r1hFWBlHOjKNNFYDTpYqAfIFEusGAN/hZsEFqNSRwHVQ9p0hJ6HvMHi8L9LtMMA1aWhswHFErwOpigDAIcH0YkE7i+Le8PukYxyNgsRPdfll0aV+02sftO8AAHOcVX0noP4SFcsYIYFAQWKpkqjJskzv3dAIoupUg/09C8aRRs8C9DORJ2jER+4UVDtZaxnnozuMhcWRQBcCCFyORkwTcprNaUetxxl6mU5lU59p58xuSk0LXY57qMTvCDl3WkbAkhwcmTBimDoNVTuSdCEHhzPjMNKp1XpMHiH6euhyRFogn54t3Z7TRwvGeRy6w2OXXiBMl3yzjZko0vOnAxhSSsS5xBkVtd+lTJV+Dtz+tkwCMyUPcSZQpcl+JiSEVJN2vd/pogvf4SZNN/J4vygEpU7FziiKkYtcCjO+VnyfbJ2HQqYcEwkvInMKKKRqXA09oFVej0LWQhaosdGFRDp5BsCYuXbSi5AXx8CkhPTUmBpPnQUn6wGMGycRGENenoSgNC/erSOpbYSTdkxaVzp9thrrtfOIbPYQ6DvWa9LxAzh6nNf7poUO85R99zzPpJ1JsinabpRO8dHdp66VdiiBHElJQ/W7wswY2pQ+UN6sHGHNh9QEn/tqv16lYgTANfJ5lcbBC+r6id0PmHQ3PS/SkOSs471mPyBG8xLtyJNeBDhHG4CwGkkWJy7a0jPFA/ZQAZRZCrjqsT3PhHEg+OR8j8rqWdkyo5618zdUcc6EGg+0AylcehgAkN1/u9rfj+/Gwl1KqHjxvkUAQHOveua7uTDje5lS2bQDqTSj5ofVU2fgb9oKAHDWq6IA2YgaHxoIqc2ZSWlbKYMQCT2WM3h6jkljll7LaGe2XykiHOmiRE626VwicmKM+g5aOniSCyPF71HbI4eh5CoR7QrZvWi8gMJ4hBKlsYVjZUSTI4jGqvDHKJ22OgZeHgGvjgFUbEH6EYRfNE5vQAWFSr6SuijSfHmmFGBTNUJ9OjUpYfuaMWYbMfaSM3C+MYl2I0a3laBDtj5ut5C260h7LeQ0PxaUtsw4h0P796IS/PIoonIZRXLuhUXPSHSUQtesTXTQSgdzWdIE76l1lXbq63m5HltZ3ES5qByEDo3dUlLAme5hq5ehSYEt7UiKqYBO2qMgRZIbp5J2fP54oACSbpfvkKNzQhWN8E+n+U7cGygEsQcA0Jnvmn2rpudISIy+u6DOK5jbpdpODsCgMIJacLQp0dZu7A+Hlh+3sLCwOEGhxe8O9Wc9SRYWFhYWAIC12g2bEm1hYWFhgcNZb6wd73//+3HRRRehXC5jcnISL3rRi3Dvvfc+Smfw6MAyktYIds9NYMUCmOvB0ZTGVTRMiphliRG+lMQQ0QwjzTpKGw0T6dOe1LSjPLhZu4usp6KmgyUQAYCRZ5l7LtxItcMrkIeaBO/8snoNRspwisrLy0s19XtinPCC+tyJioatBJeYVrpMJ6VAgTv9/+nczTaeB8kdJLk0Eekkl4g9gWKmRVlzeHxYpCzJBLppjuVOih6F6BlXHl8pckiitMoVlNZjDZnn5nhaR4dxVcbedzlKFP2vFTyMFn2T1jESehiNPBR9x0TmA0cxkvQfADCR91lpedJPQTNCd/nQe7UNba9ZR7oPUfRYthtGSDWn/hQvqdeEUg7SRgdpR/0+61JZzVSX1ez3JZ2q4BKF1aXIj1cIjYCijlB7JKTIqU+xsGjKuzrUd9j+no2B50K90rMR9yDbR5uiYMs4W5y4SGlcFFIYJlJGz59OGU24NExFnabWJKF7nT62sxGjRELHjRVldpsDRR90tHcwlQ3oR/6STBgmkmYraSbSZFG9jkaeYfdUTbGBfmSzQDm2OjVbQ5+D73AUNSNXUJSTmIoBMSCduKXSl6Tab8X34PaWwZIu0oqKILpJCzJ1kcNHWdA4kSfo+DVU8yZdMBe+yBDzKkrpsrq+7ij8PFYMFhpffZ8hyQXK8SJAjKG29FBKlyD9IgQJjLoAkgFS5VziYCLI0XFLcDRDF4DPHeztMUQulVqOqmikQJV1TbpbnguEboC68FChQKhgDpb8MdToGgruYK6TYdoD4sKYOa7vcdQzTtcGyCjmp6P4TBe28FS7fZkhr1IHy1V/0IwkbXPkSNnMXfS8RLNW+cR6FAJKKyO2Uj6rUgXCMXU+vYU6ognF2k2Wloe+03MZmQuY5AHqu/mCiiLzqjo/5odmHqRHbj0H4aJF78N+KrZO7xf9fq/TL44U3NoNixMY9STHbKwYKguUOqRlITS7g3FmisZoce2NE2o8OGtGzdHOHC/ilKpiq5R7Kr1WbL8bANC5Ty1WF3/yyEAqmxpn65Se5DCGopYkGFPPaO0UYiJtUaL+ha1nwj1VpWpl45sBAPOpas8CtXm2nRg7paHZMlrI2WFAVFBt5b5iUTk0Znhj4wCA0vommMON4HdhPEK1EWOmnZr0KUDpZrqha7YLqgH8cohorIpwTM1jw7EqvJER8MqYORYv1yD9IqRm4bsBpOsjd/zh9RDj/fEJmlEDlDxusjdyIbFReEhFn2kcU4EbnZ6+2E2x1Eux0E4wR4yz2WaM2UYPnW6KmJhXaZwhS3OjUgGow3uBiyD0ENJ5ztRCbBhR8/bJUmDWK9pWhyDb0K2DtRT7LFuaVedKNsFcw2IF7pgap4sVVdRhfXlK3z3VrlyYeYQumpRpprSel7SbJqukoxnK1J4fUR+oFTwzv4mmVB8en1IsN6/bRpXWMrlhJhHTuN5Pe9bspFSvp5cotVrbn/I4qmHfxh4JGF+b3Tgcw/Ef//EfeMMb3oCLLroIWZbhj/7oj3DppZfi7rvvRrFYPIrWPnawjiQLC4uTF2xt5Tit2LaFhYWFBYC1p0RbWFhYWFjg0Ult+/rXvz70/pprrsHk5CS+//3v45nPfOYxPdajBetIWiOW//O7yKlELlvhkeyzhigHOM2QtVXETJfOTel90lSvcT02pQsTijhk2qPbzZAnw+LFmonkUGTYDV34JfK26/zYERIMrSlvejBSRlAr0WcqQqFZS84Aq8RoK1FEkq1glzDPM0wkrbdgGEmuB+mGcB0PEUV6pR8hYa7R/Sh6HEXfQTV0jdc5cDki34HvcOzUeheu8vZyPmmiqdzzEdfnETcXcSwRlFUOdFAdR1SbRqFWMwKFpVqIkary7G8gkbzJcoDJYoBxiuZXAhdFj6PgccNI8mUGlnaVptGANhbL+owkmQ6LY0sSUddsHZGlJiIstU4WveaGzdZBb5mYSMsqgqsZST0SZOwt9UypzIQEbXX/0p57ORDBcUiAVpd0VdEcdQ90TnxAkS2/TOKtxdDkrrtFYhpQCWn9jAw+K/r5EKasZ4Zm7+jKn665HKddM1gcBzDGwBhTwtGp2O82SS6NDsV8h8of0/tYPzNSGp255R6Vead+rzUzIt/BIjGRNAMpInuho4XrRyOUaQzWx9AMo9GBQgLjBa1dMCz4H7kcFUZ2yyHR1YTYQTpc2ssMC1OXSDbFI4j5A87h9JqGieLETYjCCMAdeHWlbcDTDrLqelR6s0YfLi9NoDJ7N1LSUXCXdyCvzCDoLIDR8YN99yCdOhP+rh8qLSMAtawOpGKoBH0pXYYMysi519dxy2J0MxdRVFPnmwqkjKGdCFQCtdGuZopNFR9AZu7BYuailQgkro+covljkYMdzQwuBwo0LtZ7ORa6GULSoUhyF4xJbGs7WF9S43E9zhF53DB826mEx4e15wwzidotXBfSIw0naqdLIqM8JvZPrwkxqrRLeFvZU0+zkLp9TT3N4iqRDlI8q5gM4VjVzGs0AykYIcaz159Kpg0S9CaWq9ZyNBFvIUDSKci0jgVpq5jiEVL2I/5aK0nrQiUdsMdIbNvC4nigGedY6tJ4YPTuhhk9fuDAJUbHFM1dt5Kg9pmki3RqLcQoV88Un3sQANB7WAlrL97zMABg+ZE62vvUs9lIhzMASi5HcUqtGWqnKibS6NmnAADKZ58NAHBPvwDppGKP7OmoMXg7aQBtr6vxYrGbGOaKHrs0W0br7fhuiEjrBmoR/rJiIrlTSsS7JHL4lSKK02r+nraVfo7MhZlrOqEPrxjCLxfhEoveqY6BV8fgjExCaK2joAwRVpCT1lErE0hyiZR0DQGokkICYKLfbo+rjAOXA2RewdMeWJ4opqSe+w8WvBksiOR7kDRfFn4FseTopAJtU8RGYL6TYKnb11Za6qaod1I0exm6WsxaSDicwXc4ysQcrhY8TFKhi/WVECM0ny/R/J511bjPu3Uz9mazO9UrjduSMgic0IdD23gzpwIAohnVlzaNqD4AlMz90/OTH1D7srSvi6QZSQmtYdq6GFWgxvEf7lg2RUD0PCQaJRbauq0I6HfVFZk6jrcMAEh7/Wcj69G6p6n6tE+6gG57EU5wdC6Pta43GIAkSdCga6oRBAGCINj/jwj1urpWo6OjR9zOxxpWI8nCwuKkBWOKxnyoP7tksLCwsLAAYMo4H9JuWCarhYWFhQWUP3AtdgMM+PznP49qtTr09/73v/+g+xdC4IorrsDTn/50nHfeeY/RWR09LCNpjdh72/1oERuJO8OTC6Mcn2hGUo6UWCCabaTLFcZN9b6VCVNlQL/q8pWDZSx1pNrXFQ7o2LoCAQAUiJEUEQMlpah02o6RESNKRxL9poouuAXl4XWjwEQOOelXmKpeHkUUXa8fWdZVvvR3YQHMD8GCCIzyioUfIfQKCAIVfS4XyuhkqjxzjTzn4wUPk8UAM5XQsH72LPewt97FvqUuuk3123ZjHN1WjLi5jJhyelVFg/ZARYMDs1q468MJSPcnLMIrVhGURhGUa+qalQIUKwGiso+pEbXddDXCTC3ETCXEGOVvjxc81EIXJX3NPY6Cy8DjJhh5vlnaAU+6kEkXktomkx5Ej0olp8mqqK/RC0rpHISAGCjJDPTLMGcdHQ3uICZGUm+pTa/qu86COm53qYeOrvKRDvezbt7vZ/mKKmu6n/lcVbkAsOo1oMogftEzrCWP2HEORcg0w0kz6NQpU5RHM/cSgVY6HGU7XKydkWQXBBaPPbqZgJsJU70MUDoJQL/qp5TAg8QkrFLEbAdFdHXf5oyZ8s+aZaQj1Ro6Qqn/H8S0Lgc9XsIiRTkzeg61RsWorvbicUQ0zmkW1URBtctpzRt2akQV0WCqTGo9JGH09hgxMPMFqty1TkWumcggZ7eDrSMmyvJeOK1FoFgDmiqCiOIInPtugdxwDnhrnvbXg+QuvNltAAARluHs+jFkdcocS3oB3MWH1fE6SidBRlU47T3IvX6lSZbGENEI3LgBEagodUN4mOAd7O2o68UBOExp3+1oqPMbjRzsaqZIhRyoRKSGGF8yNJJ+meu5ToLJoo+H6uoaLXczbKoGuG9RtbXgOXAddb92NtX+yz5HPc6xQPe35LsHHL40U6wZCxMZ1hXuJHWwWqii+25QNpV6RElFe7m261EFPtlEXXVNR6w121QMMCI0E0mD6wqyDjdsJU52K6K+kOfqvjojkxBNdV800yDfcY96T5FvpRVItoP6F0ijRHrRkD7JkWDNjKSjMBsf+MAH8Pa3vx2/93u/h49+9KNHviOLxx2Wuhmaier/HRpPMs3cMXMqx1TjPI0YSGdMqtctpJMzXfTgziomUkpMpOVtVEp9p3oG2/s66PWG52FmzjdRwMhpNQDA2LmKhVI97xwAgHfWU9R+p87EIzR23Tuv5rr3L6gx4BF6v9iOjU3SuqMzVWK2Ezul7Dsokt0pke4rJ1alM6EZrhy8NolgxTyauV6/WnWpBl6qQYRlxXIFIMIqllOJVpKjRTZtsZGiPtdDK1as/k6aKzaSlEPl6Queg1LgGts8Enko+Rxl3+lroWY98M4SeLcOQQyYvLkM2WkojVM9zxc5GHeMfeRREWGhgmK5hqmaqmQpoirEWBV5NIoWrSmbSY52KtCMM6OvpNsL9NnFoctRov4xVQxQof8jpq6TZqeK5TnkpI3U3bNPvc4tq/tJa0XmcAQ19V1pkSp6NtU2wWa1zSlTZwJQtkBXZNNVYX9Ir1JItOg+6TVbGlOl7rq6prOFDu7apdg7o9Q/KiFVwx7ZBH+T6k+Rzs5Ih+c+nNZD6nhkk2n9pPX48voCeCXE0WDN6w0AL3vZy/Dxj3986LNDsZHe8IY34Mc//jG++93vHnEbjwesI8nCwuLkxZo1kh6DtlhYWFhYnPB4tMs433rrrfjkJz+J888//1E7hoWFhYXFYwe2xvUGAPi+jwqlVq4F//t//2989atfxY033ogNGzYcaROPC6wjaY2o72ggc9whNpJmWAjNSNK5od3MePj7rCM59L6dC3TzAzORNPpMJKq6I/iq73xS9s+LpFpPx3Z7man+xomZ1G9732vLSTODcdJSGIgu6lfG+dBnWhOB+SGY5yutJWIr8agIXiyDFVQkVPgRykEZxaCE0UhFSsYiF1NFD500wiJFT5amUsx3kqEKBgvtBAutGM3OpKlgEPdSZEnez8HNBPJcQA5cP62uz10Ol6Icru8gCD0EkYsyRd/HSgHGij4mKuoVUBF6XZWt4BEDjKIlDmkz8F4LLG4qBlKHorztJlLSmjD6RgMsJJ3LDfS95iv1tUSem+90BFhXKhjU3dL3VesepSv0j7JuZphHus9pZlI718wksd8+B6i+tbLvFem1RPeh5PZZSyExzbTGkmYmcd9ZxeAbZCa1j7Iqn62+Y3Eig9NfkktTzWWO2KkhPTudNDfRzl2koaejXlp3YLYVG92j1oro8aAe0iyNmzNa742ey8miioTVeylmSup//diM0VioWVOjUX9aMMJJj2lpr/ogTwzzB13SVCA2pR5JRGMRzoiKrqbz6ndaJ4fNPqI2iorI5nb1NXryHMwF0rtugbdJsZTQXkK2b7uapFC0NrvvB3DGZlTFNwCs24SMe8hnfwB3s6KC5/feqv7nLviyYkKh14SIquDNfSZKDe6AJ2qcjknKouLkWEgjjIR0rROBdqqi1Lryzt6WQORxdFOBFo3R1dBFvZfhPxfaOHO8ZD4DgIeXeyYaPxp5+MYDC/j5zUr/4LbdDZwzUcL2eg9nj6uI+o2PLGNjNTQV+/Y0Ywi5/3FaVz7KpUQ1UPdRMxdcup96jC94HFEwMvT7yCG9rF7TRMkdYilp3T5v/RZ1jIU9aN79Y7XvcDiyqllLvYW6qfKp9SEFReM57T/bt91UY9LsWz13yBeov7geMH2a+l8zjklvhOUJeK+13+uxVqy92ufhG45Wq4WXv/zl+PSnP40//dM/PZLmWTzO0U5ztKl8pB47AhrnQeNKwXdMha7TqFrbqaSPOlFQz7DX3Aux9yEAQG+nYiK1dil2ia7Qlrb7jP5BJhIAjJxWw/h5ijU4cr7SRPLOfqr63dSZAIAH6yl+tE+tHX64U82Ft9H7BdJIyhJhKnUVaZ6t2bNaG6eZ+EZXVVc09UJaiJPuEOcunLG+9pDkLuB6EF4BkrSPsqCMZipRj3MsNdX4vGdPHXuaMXYvd7GH2jTb6KHeSpDGtH6jNYQzsGYoFn1MVkLMVENsGlPXZGM1wqZqqFj7Wnso6SrdoT0PI9utrnd79yy6s8voLtSNdmnWzZCnubHvju/AK3oIR4qmAmY0UUM0NQFnYj1GJ1VlvJHKBERxDPlIDR09j08F4kwaFhUAcDBj1wuk4ara1zTtBIC800RO7KLegrLj7T2KSaXbKpLczOc7e9V3lQV1f8u0vvFFjlNmFENNSHWvNEtK28u7B6Qh2w2yLcRQSqiyW6cR45F5tc8NlBkySfOUklfARG0dAMDboI5f1OsrOgZzOHLSRuLe/5+99w6yLavug39nn3xz5+6X07zJeYgCgQTyAEYuUJXlAiUE5nNAklWUHNBnmaCysQp9kqyIqZJAso2R7U9I+gRCAQGDYEiT8wvzYr/O3TeHE/b5/thr7Xvu7e73br83M2/ezPlVdZ2+55574j577b3Wb/2WsjN6jttR7dxsNWC4g5XpdgoxYtW2ndiNJEnwsz/7s/j85z+Pr371qzh48OCVnOJVQeZIGhEykJBmjMQ0tEgxT4jTDiQACMJYT+L7y0GnUZz0JxYMplOaRv9/TmXjSXyZBo7jjkCJJgBaZJuWvv7sw86zMDKJmnIa2xYiyMNiyPx5K6QdSqZjqyWLazoehN8X8Rb5EkS+CDNXhknpbraTR8ktQBZymCuoZtiJPHQi1Tk2aIDeDGK0wxjNXoRuzGJ0MYKoX3YyJnG8dDqHKQz956dKYOdsE54pUKCJW842UXBMFB1LC8v6loBvGfBtARGQ46i3AaPRguhRB9auKcdRq66dRpKcSHE3SAlKhzu6n1tBpEQEGexsuhgEpbuxH0e3rxB6PbdPNkTpNqnLmCaDjk5uy6YhYBq0EU1uHfqR5aulGSfakcSC8en3J77IPRkJI0cIMk9ShhcejVAiCVRqW5XeEXYg8XvVDmPUaEDFjgGmr7OwtmMJLFbV+8wDb+7v2JFUa4c6TZi/203C+Lzfcd+GzcLZNMicosEi0/SdsAWD6P4GOVp02lpzrV8enij8nJ4rqICD7LT0d9pBQKlMRo3Tm6YAYWLj774IABj74R9D55t/AXvuAMKzxwbuYbS2CLDo557DCE482rctxQpi+k6Sk8rw84gXTylnBPWTIl+B2VxB4vg63U3mxiCaK6iV9qMYqAHquiii4pl4ckVd44GKg6VWhLV2iCKljJnCwONLTdwwWcAzq+Tcly6Wmz0IYWhn4GpbaGHUWRJA/fqZdewqedigsUKtG+E756u4fbaEb56rAlDtIWebeJwmY7YpdOoCpy3wMfj5hjLBPDkRpznd2OynOwBA2bXhmOp+FF2yN+RY8twizLpy4iQkPmtO0DOnQb8ojiG/T0VKdUEI+o4nGrnZCXRW1P11qcAHF4JwSmQ3UvT+eOms2jeV4NYFPxwPyXlVnhy7r0MaRhzp53q52Elkeaf4wAc+gH/4D/8h3vzmN2eOpAyXhW4kEcvB9ulTwLfgqfUV39bODe4HZqgMfNlU/YtZX0RvQTk22IHUobSztEAxBwK5cE95v3JqTNy4G+O3KYeRe5NKZQtSDiQAeOBCHd8+pWQnnqA+rLGhnBEc/AWUOHgaTbJjPI6XSaLTvdk2Jlzch5xEktKSE3KAJ5YH6eTQDiVq5BDaaPQw3+hivt7F8SVlx55daWJltY1mtYsmOUp6jSqCdk2nW3Hame0X4FAxnly5hJVxH+cncjrFUBgGio6JotMfsxtxAFlbQ7R4FrVnlXh19dg5VM/UUD/fQJVs93qgJE34+kzDgG8aKNsCY/x8dxVQnCugvH8MxX0zAIDi/l0wZ/bBmd0HmwTIi/kJyGIR3TjRhRnS43fHNLRNR6yeAxekSOJYp36FJJnBDqTmBXXPgpSD0aV1nVUq+ENB7bEoBM9KDswqh1IkyaHEc95I4vhQIKTXGUxNi0KJRkPZrzNras7FqY/TeQelirJT/riyP+ZMFQCQZzsUSwSNtv4/DT2/DbpAcGVFGp6Pap8f+MAH8NnPfhZ/9md/hmKxiMVFZYfL5TJ8339Oj/V8IXMkZciQ4ZqFAUNHti66XeZHypAhQ4YMIEbSiHYjDMORq+987nOfw4MPPojvfve7z9m5ZsiQIUOGqw8xot3YCX7v934PAPDGN75xYP2nP/1pvOc973lOj/V8IXMkjYj8dA55S90uqRk85AXmdCJmZXQjeOSJ97ucBkTipZqZZF4irQgDv8tbypvvlpX/16t4KeYRL1WU1ikS66eU04wkk+h+/TS2FCNpKM0qDpS3WEKduwyj1DVvjgQapoBpW3rfpm3D9OpbMpS0IF6uCNvPI7F92CTSXbQ8JLaLxPWAEtETzRwimSBMpYbESYJYpqIWtD5N/+cIrpFid5lC/W8a/WitJQyIOATiEEZENPugB6PdhRF0dNlq2WlBthuIqYRx0m0NMJAAlSYYhyFkEOl0tOH7pZlcQymCvDQdu59SKAZZSumUtzisAOhHBnJ15WnnkpfdjZYW4C7QcpyiIj0Sfm1FcUroHbTcPr2S2ySnuvmmsSmlzfIGl6ZjaiaS2IJ1JaIIeGbT6pFhGBhtQnD5h8iQ4bJhCwO2MNCNJUJ6f8MhFmAjiHV/1SYGy0pLRefy1KdeqHawm9hGnNrGopacvuY7JkrEtHTJXrCQNu93zLd0lJILB3Bf6DaVsKZorSOhPhlLpwEAksUy1xb7BQIokstlg7nUcm95Fe60ipoGSwtqn9S/JVxiuNdB89Q5FPYr6n7z7/4E7t6DCBdO67Sn3oV5eHv2Yv0738PYHSptbe1Lf47SbbchXlP7la06onodzsycZjIZVFxBFCoQZG+i4w/BOny7EvieVqkaolNDXJxBAcGAeHOjF6NMQp/PbvQwV7ARxCaeXFZR2b1lHznbxGPLDay0VV9acC2EMtH3Wd2zBN98dh2vPTSO0xTtDSKJk6stNHv9lLhz1Q6+eW4DeWKNuZbAXz69jF2UprJa7+o+jtOvuQ3MQ/Xpnil0SgHbwWEW03on0umLc8SQmqB+u5YYmKzsBQCYZAetiAVtKX2g04I1p2j3fP8ZeUqHk1GoxxrMPDKdwWIYUbsDO6/aSkKpzSz8ao5Nq/1APT+A0u4ALbYNGaky21cAsQO78fnPfx4/9mM/NrD+wx/+MD7ykY8MrDt37hz+1b/6V/ibv/kbeN6VibpmeHlDFULo9wcK/ZQ2QBVQmKX0nz0kIsxpyWadSrovnUVvWTGRumtcgp36bxqb2nlHj9+Kcyotd+ImlUo0cdthuDdzKtsNAIAzTfXOPryg+vJvPruGx4mRtLGkxp+dJhVZiEhmw7EhBIn2Uz9lin5KNgC4ptBpWeZQ5C/hd9/JITFtSEtddzuUaLYi1Hox5uuqTzhb6+KZxQaeXqhjhRhJ1eUWmsvzaK2cQ7e2svmGD8Ek+5ef3ote5wgSmeAMp4mXXDRKHqLU0N6IA8TtBoKNKlrE/Np4torVY+s40Qxwjhg4neE0lC0wtd7G3pMb2PvYMiqHlE0ePzKPypELKB6ch7XrAABVqEDmJ5Dzy/CoWESY9McXA90bM7joPhqu189OoefA7YGZau3VDgKyZzalQfKcgue6SSwxQb93yQbsn1Sp6WGsWG3dWCImG/IsnU6zyimPxEaTiU4xXKbnyCmI8wVXF5CYLSqGlj2jbEJC87FcFOp5E8t+mPaQeyMK9PaXCyFGtBs7mHAk26StX0vIHEkZMmS4ZmEKQ6f2XAyjVlrIkCFDhgwvbYxqNwzDwDvf+U78/u///sD6rdhIDzzwAJaXl3HXXXfpdXEc47777sNv//Zvo9frwTTNTb/LkCFDhgwvfoxsN16Ac3kxIXMkjYip2/eg6DpIYqmjaH0dnGjgc9SNtF4Se3f5c6yFueUmtgqXSjdtU0cIHMp55txlp6Q85W6lCKeU0/8DgF1UnzkKa3h5pRMB6JLNGhRhhoy1GLResgZGj6IK3QARCZkNC0Az4jAaYMxE3V6KZdOGsBVDyaDzMFxPnZvlaB0Nw7ZhWA4MIfR2phBwbAcQ/QGYIcTA59QX/f+TLTQUZF/Imq8/CQNASiUsysysKIAMQ3U/SOgziUIkva4WIGUdpGENpERKzd4CBrWP0qwtFivlqABHbw3X698PWuprTV9z6rwADOg0AUDYaKNHJTEDYiv1P1OOeL2no1O6fVIEgttp+hpMYjBwO7V8C/Y2jKT+s7f6wuxDIu4A0OgFwFdx2RiVkZQhw9VAK4xhhDHCOEGDIm6stbPaUO9w0TGxQBHcBjFVmInUjdRvxgsO1puDzI4ZikLzNhN5R0d7d5O9YG2kuaLqZ/K20n8DUiWBm0rfRrRUVFmunlclitHXQZLNqvrcqCKk/qRL/YlDdof7l7DV1fZCMyanlcYB26j1R5+BP1VBSAyl7loNUedp2HkfneMn1H5Lecz/1dcwfsMB9C4oHSThWFj9xrfgTShGi2nbCFsdWKUSgjV1/qzXZwiBhCfuMkZ8/hmI/TfrUsyiU4fMjUG6RRhURCHvCcw3Qh0BBSzcd6aKW2eLmCB214MLNVQ8G91IotZW+zohWzi/3oFrCRwg0ezzGy2YwsAzy00ddX9ivoY794/h5Irqp6dKLs6stvGqg+P43hmlLZRzTJRzNi4Qi8mxhH72rCfCouoV0kkMIqlFtnkdgzW1bCEw5pOuIutq0fhkX9nFEtmCqRw5Scb6zC0AEBMJsKaeg0UC3NGSEvBlpjEaVbiTSl+Eny0LcbNWkunY2v7GLcUYsEoqes32DAAkFf9gu5FQyWdRntza/u8AI6e2AbBte6TqO29605vw2GOPDaz76Z/+adxwww34t//232ZOpAwjQyb9cQ0zTgv0HX+eyjmaWVgmzTMvVn2GaKl+O9xYGeiX0+CxmpMXyE2qeUXliGJ8TNysmIfuDfcgnlEaZRd6qv2ydtu3T6v+6vFT61i9oNa1NlRfEXVIY4/eU9Oa0FqZLvVB03TuU7l+kRtmyeZZJJr6ZUPSGFtYSISli1C0Qol6oNhIzPp8Yr6Op+ZrWFtsYP2Cug/188+gvXZhy3u9FWISpW4tn4PtFdApuKhRH9zsRuhFMSRSTBIpkfQ6CFsddDdU395e7WCxG+FcJxyJicRY6cVY6cVY7Ea4nuxL2AoRd0PEQYSK7I/NrVmBxBAwBGeD5BAbfb0kvk/MWDJ8dV3m2DSsMcUC9SbUPXJLpF9oM0Mp0QV64kQds7A4WFgK6Ge5jNN8JW+r5b6yYri2w5JmT7N241mi7DBzTaYyIZhtu0b3e7Udav2rskssqrxiLVskRp50W/Bo3hUNtXOebyRSDtiXy8HIqW0vMy2NzJGUIUOGaxbCMHR1okttlyFDhgwZMggDI9mNnZiNYrGIW265ZWBdPp/HxMTEpvUZMmTIkOHawqjzjZfbbCNzJI2I6dfejVLOV5E0zWYhNgixQzRD6SIMHv6crrrFWjh9jSFLV1njaJ6ZV/EIQdoColiByKn/ORpoUF6vrnQgrEGWjjqw2pbO2YhDJOR95/xRSewWs1Wnz204/B2xllgXSAbRQMn6rRAHIZJYIu4Gff2fFCtlK70m/TnuM7ckMcESOcjmGrUammEKGEJApCKDhik2VUzj87nYuaTPZ/iazNQ+hGn2n6vnQDDbiLWiPBWhN/i5pnSk9PPkShXMKtuCecURGy7N7QUdFPiZtek5UrlPSc81bjW1955LNafb6fD1b9VOt2NYaRaS5cAgzYytmFV+uwP8l8/hciGMUVMULvsQGTJcNmKp/lbbgdYrOl8fjJidrXVTFbbUu7FB2jsc/XIsoVktXHGStXCK9Hky58ClPmgmTwxHavfMsClaCYyY+n7SmRHrilXC/X+8Mq/f0YjKsYcpDTZmOHJf2FkerNIVtrub+sQO6XPwMj87geb8CipHVdSytbCGyduOoDm/gvycijY2z6/AGy+jenIexX1KO6dxdhlOMYfeRr/8u+U7WP3eEygfUdHJ6rFzmLzjKFrPPgt/TkXYDdeHVZ6AUV3UrE0xvR9IJES3hsgnFk0kMe6Z2KAI6LlaD4fGczi22tLsrlgmqHZDNLsRzlN1outmCuiEMXKOib8/rjQyDk0VcHypAVMYeOdd6tyOWyb+9okl3LJbMXAePVfDnjEfj83X+pX2xn18++QaCp7qN/eM+VhuDDLWOMLb3KDqTKIfKeX9cMU4Psf9EzndrnQ1OdJYeXq1jb1UJed8Q41rdhOLzfGJLWQ5sJgZQDbI2FDXyrpWhmXr+6vtNo15nBLZPNvSNsiqqPvOpahN0S8P7VC0mVlxrJmUBB0kV6iRtJPUtgwZXmgIo1+NkxlI/H5XqF+YLrgYIyY4a7qJuuqLWXNMNjY0E4k1XU3qx1hj1S44KO5WjNEx6o/d625Vv9l1PdYM1a8fo2pvD51XffijxKBcX2iiuarYoL3m+sB1ODnVd9iuhRwxkPYTY/PwtJrTHKBy71N5CxM5uta22g+Xq+dqY9L2AUPAEDTHSYAgUtp061RlbKXRRaveQ7PaRWdD2a/OxtI2d/rikFGAOAoG9FfjbbRtgcG5SCIlAplsq4V7KSz1Il2lu3ChCW/MgzdRQzBNzM6JFpKwp+4N9cehTNCl59yLEm3/AxpflEqzfHKwdqt7W2ip/fWqyqa2V9X69loHJlfPjrhiMzGSaBvj6XVY3mkA0Hq8JZrLVI6o53qwMo52qNpQutI2ACwSOzroxVp+IqHvWEew1guxSnarQu3czyu7Ibp1uhcNzTYyzKraDz0LPRcRYutMlR3AMkezGy83ZI6kEWHf8SbYRSKX8qSdlmCHAn+WUT9NLKR0hOGUKio1CUAP2gdK31IJXu0UstlJ5OnPIQnOcelHprbzSyoBcJPnARGxFuGw00OGWlDa4FL3VPJZl7rvNCCps+FBopVOh4sCle6XSg1T19gX6Oa0r/TgUsaxEvJOpQjKMNKpcYByzkXdADKINZ0y6kSqdDx9TuJkIJ2MIUwBwzS04RSmAcu3YNomBKdneQ6EbcHyXO0UEbalU7K0GLZpwjDFgFi5RU6otCPMsBxACE3HH0jdI9FxoF8q2/CprKmr1idOHtJRziV+5rGg9AUWw5N9gTa+aj4DHmxYol/6U0TqXgp6ziYNwp2wox1PLDQ+kN6YaqvqmoccQULAsPuC6mrdoKgfTLP/vxjsbhJDwGo0cCVQqW3ZhCDDixPVXoTQDjHm2zhF1HuuyMu086JjokaDpk6KMg5ApyLVe5EWWh7GvjKJSxt9BxK/+1zmvUBK+UbQhtnoi2oDQHhepZKxSHXzxAkdyOB0JHYw108twKQ+kCcohd1TAIDuuppgmJ6rHdTc3+vCCykHUxJLrD56EgAwdedRNM4uaaFSAHDHCjjzN49i12uPaucVAHRWNvrCmp0AwhQoH96N9afOAAC8iRIaZ1Qag+6fLBvBiUfhHr0TYlalbaBVhXBykLavJwqeJXC23k8h3FV08a3zVeRsEw0aBHeCGMv1Hio5W9va751aV84cw8AUleL+24cuYP+uInzHwleeVhM7/h0/+/G8gyCSeGqhjrv2q8lcsxvh1HwDb71nt/4ND16bXTVY5lLgfPyFakentK1RugA7m9gmmMLQdp/3t0zb7q3078E0taGllnrmnHpiug4wrn5nrZ8FANh7VdoLpz6aU7uRULobB8EEpddHbQpYmbIfrGGnHm3DafWGn0d44bT6rlhR33XJgRl0IZtXVsZZpSg8/1oXX/3qV69wDxlejhDCgEfvqk3tlNNRJ3QqmI0CjW0dqfosFqaPaLwetbv9CTWNeZ0CieHTb72JIsqHVV/jH1Lvs7lHCSY3C7M4v6beyadXlaPhkXNVAMAGFR9oVhsI26rv57GiRUFQr6z6tOK4jz2zav50217lXLppSn3eTw7sSTuCuU4pzG3lpOLxKEt0GH4JMpFwKbXJtQx4loBtCt2nmUKVaE+P+Qxh6nPbCbzylPrL2fA5xdCzYJsCIt07CAFYDuy8D5v6T6/iYWqtg9XAwmI32mr3F0VacFyYBoQwYJimnpOouYWP2PYR03yx3YvRDDjtL9bC2yzY3grVcrK0C57gtqO2HwsGg8pBK9CSFx0KPnGKHqe8OattOCcokFRi+6uer0/Bham9JRwiZ2EzGAyEMFbrPcTUTi06V7ZtzW6EJtneNh034IA1BTnMsSndVhhsS8D9/BWmQwOcEp0FroeROZIyZMhwzWLUnOWXWb+eIUOGDBm2wcjaepnhyJAhQ4YMGL3a58sNmSNpRJy3p1G0S2riSu2IPd7DJSvNVGPjbbfSaOEIIOuwMaMolIlmGW1atpVHth1G6BLzh6Ob4RYUSi73yx5ppufz0rcEfEsxYHxfRQj8Inn2WeguaGuWkkVsFoNYLknYU2Wgo7Av/Cxj9TlMCUJHgRKs5nVBF3E3QNwNEKbTxYIIYbujI9BBK0TYDBC0Ql1yMmiq/7VweSQRJwnSenamoZ6HaYm+OLRnwSnYakki5nbBgZO3kZQkbFBk37YU48hz+2LYnmIWpSPcsBwYlq3XwbJhCJO+owiK68NgVpnlakZZ7DADSd372FbLTiTRIa97p0V0UrrXXFq6HcYXfeaAeu78zD397NWxHVMdy3EMOD6lzpiG/h2gGE0Xa7uAar98zzl6oD9z206xp/i7NE24YV1ZmeRRU9syjaQMVwOxTBDLRKWv0bvF7Z/f3UYQoUgME6ZzsxBplcoGT+QcdFMMJgDwqQ+fITHlIEq06CrbJk5pM5kCXr0AtKvq+IuKVSKJ6dF68nF1ztQvAyrlDOizS4UptFg/o02pbZavzqO30YBPUUnuP90xZVsaZynlIozgjhWwcUyxV7prNbiVAjorG6mUuSrGjkzp1DkAEI6N5kIN+emiPh+3UsTyQydQ2DMJAKidnMfu778DzfkVbDz6FACgct0+mOUJRCvzetAjxmYghQXYHpxARfBPBR4qnolqV/W11W6IsmuhGcS6/11rBghiOZDisLTRQaXoohd1tAD3DQfG8MhTyzh6eBxnSIz2zusmsVDroEbP1RQGDk3l9X553Rtvm9UpaUA/nZEjuR2K7HL6m++YqNJxixQ5rwWDEfhjF+qYqZD9oXPfP6lswXdOb+DOvRX1LOgYB0Wf6QYABVsgcdR9TyYPAQDsRXV/jbJKPURtGebY1MBxmXVk5dT+ZBRCFBVTgUXUWYSdWa9JpzXA9AX66TrW1O4+O/YyMXK1z8yTlOEqwBZ9Jj2D+/sy9QV520TeVu3TICaSQeN0Lr6STrXi1COL+mSLWKeF3ZPIH6L3+cCNAICQhPaXWxGOU0rbE/PKhqyuKnvRoWIRUacJOcxEGlMpVOUJ9V7v3l3Cqw4rhspdc8o2XDehzmc8Vmwma/EsooXT6viUzspFZQxP9ZHW1G6YYzM6RalcmkUvSjCZs7FKjN3Zso/leg/dloewp65DhgFaK+cgo8GCFVtBWA5yE7vUvZk9iLHZCZQnczolb6roouCYSHcfielA5Itwx8uaoRs0uohDCZytwaNO9EI3GinVzREG9vo29lGqX2GugPxMHrnpCuwx1XeaY1OQfhkyP4ENba9inQa20Oxpm8WsNmY47yt7mM2r86zsVcfgkfgUZ42EESSxm+KTygYzs4qvoRlJFCjNrUapjv40MVLHlG2wixOYnTgCAOhE6h72hsS3HUug0e2naacRy0RfRzclsg4AjkeSIH6jn/rMc0yrNbAfw7I3S73sEJYQI1Zte3nZjcyRlCFDhmsWhjFIAb7YdhkyZMiQIYNhGCPZjZfZfCBDhgwZMmyDUecbLze7kTmSRsTXz1ThF2KYhqHZDfYQi8MmapIwDL1uOxpcLJNNkWn2tvYimfLAqiWXRORlO4i1Zk48pI2U1kTgKAZHKcuko1Ahz3TZtVCmqOYYLfMOM1iUh9+zXfg5FU2wmY1FLBkjDoAoUPpQFJUQMgJkBIPFz2QERD2lbcBCnEEXVqcF2W7AIeHNsNFGUG8NiF8ncQsyiGF0lS4SoKLjcRAjoHvUiZNtGUl+koCVRUxHQMaJ0k2iqL7tWXBKOTjFPNyKipo7pTzsYg4iX4LIsZZRfkDjyHA8wHJVOVKLxaQtKk+a0gWyHCSmOoPEchHSOTLrqEsidu0OMQACiQ3SwajxklgKzE6otUPtvWdNla3agBbqpfuZY7HeVK43i/syQy3NYuI2LIzt23IsB9uwbtNxnzHFedp9Bh59lgk6zSvTSBqVarrTfv0jH/kIPvrRjw6su/766/H000/vcE8ZXs5IEtXPm0a//fP7zO/FuGfjxKrqF/ePE0ORtp0ivYVaL0TZVf3MLLGV+J1lNqFvCf3+cvlkZiKJJmkPtasIzytdIu6v26dPA1AMIEDpIclA9TVBY1CLpnampktF52crA9swi7S4byYlsMxME+pXJlQEMYklrJyn9RTcShH10wvwp8b0bzrLVTTmNzT7CABWHl/A7tceweJ3nwUAWL4Fb6KMqBuheX4VADB2dA/WnjiFJJYoHVCR8d56DS4Aa89hrbkTr12AEBY6xVnYsbJn+4s2jm0EGCdRzxPrEXqRRBhLLNYUG3f/ZA5/+8QSgqjPSooCiSCSA9HK08tNlCdyaAcxHOpzjy81sH8yr5lFe8Z8PL1QRyVna3bQ0wuqT7xuRtmj8+sdvX2Z7LYWIqXocywTfewlYjIxK431A4UpdCT46QXVLlYaXTpWEaeIeTBF7YvbK5cYn847ILOFCY/0+ypKW8WIydaXJiHY7k8puxetKNYRC3J3TzwJo6Gi186EEk3VWihUmCEJ+wxnSUykvg6f2de9uEw8X3YjQ4bnAq5lwqb+ndtpgcZvZepLfMuAxzqYpH+px9epMufMCuVxMI+vuS/O79sDa/dhAEBcVkycjVgd41y9jVPrql8/T8suiVoH1AcZwtSi2i71rRViWe7drz5///VTeDUxHq+fUH1HqU0C2GcfU/s9/TRa5xcA9IWf2W4wozXXqsNqN2DNkeaQITCen0Io+4zdMFYs4KeFAYvumZe/BfnpfejWVhB11L6ZncTsRssvwMmV4ZUnkCuRcPS4j/FxH4emCriONJ52lzxM5hw9rgbU2N4cm4acaaDC8yDHglfJoThXwPR51d+2ltpY7UVaY6hJ2RSAYiEBQMESmHJNVCoeSnuU7Rs7NIby4d0oHtyrnxUmdiMuTmOjJ7FGWkZna10sUp9+eq2NtVbfPgDQOovzk3lcR2yxo+PquUwfvAsA4NM9n8FmiGerAICNoK/5FBATtrOhjsss5sJ5xUwyp07B9RWLaiqnliyw3k0x5rigBJ+rn2Lk8ViJ58W9iAqO5NU1SKcAk7X0uPgVs1ZZ49V2YMDe4qpGRyalsTUyR1KGDBmuWRijduyXQUm6+eab8bd/+7f6s2Vl3WWGDBkyXOsY3W68ACeTIUOGDBle9Mg0krbGNTcz+p3f+R184hOfwOLiIm6//Xb81m/9Fl75ylduue1nPvMZ/PRP//TAOtd10e3uvHTsFx9bhO2rUr5WqiQz0K8ala4aYG7D4uhryST9Mr1DSvbtIEabGCcRVyojD3bEukCx1GUSJS25fKLg8zAFbNLIcJmBRIykCSr7O110MU4aG1wNouRySVG1LDrWpui3Rd5eW+RgWvlNulDp+2TIGEbUgxEH/ZLTUQ9G0IERtHRZeqtRhdusIldb09WCumt19KoNeNUmenXlse5sdBG2QgRN5QnPhTFkEGvGEkBVDhwTpm3qKhV23oY/5sEtuZp95FaK8CZKcMeKOmIqChWYxQpEsYJEaxn5SCwXMVfNMx2leSTMgWp5cdJf8rqQWEdRJ9JaV+xZb9Czr9HzrvcirFGUeZ00M9hTz9V4au0QPWInhb1+ewAASW1IykS3B4OfC0VQOEpj2QIWa2bRs2bWkio3Plh2dqs2nW7P6c+BzoGW+v/hqoKxTBB2BvOYdwrT6GtBXQyX0/dbloXZ2dnLOKsMLzZcLbvRCGLEQTygC8bVeJYbKopsm/0+mNsy9wdjxIyRSYLdJdVn83vIfTJX7rEFUCTKqOhW1bJD1XTmj6v9yFgzRAQxPFrzisnDlTJbi9WBvhRQ/SkAOHkbDlUlYyZSRH1Rad+03r64bzCeyZVg8rPUxzoWwnpb98NWzoewFTuUdT2svAev4iPqBnBIQ6e0p4jG2SUU96gI+MKDC/AnVBU3Zpk2zi2huHcGQaON9qKqTGd6DnI33op4Y0VV1gRpTDg+nO4GEldFfs83IxyqOPjOBRW17kUx9pZ9PLPa1BpGC7UuKjkba82efl5jYx6a7RA9YaBLEVrDMHDTwTE8c66KgPrpVxyewJm1FsbJ/naCGGXfQZz0GUU3zBXxxHxdf56reLoPZf2lIOY+z6LzlNrezlC0l5lJNtnzxnpngJ3EvwMUU4rPicHjgfNkd4VhYJLGDxtqFcZJo4Ir4lhRF5g5oK5/6bT6irQrJDGPnZk5XQWW9QVZpyvhCri2nap4O6j1FK8tIG4N6nTtFJYYzW683LQuMgziatkN1xLwhhhJrKPnWn3dU84MQDxUHZogbGuTNhJX5HQnFRvQnNkHTChmYVhQffh6Te1vsdHDQpWYJsRu4bmIye9PvgyH+pjiuNr3HqrM9n3XKd26V++t4AZmItVVda/4me8CAJpPKkbSxtNn0FxQ9ipokYYc3YP8jBqHl1tdFLtt3U/YAFxDYCY/AVb5MQ0DOdvERMHBGWL4LlQ7aLXK6HXm9Fg5kQkMYehxse2acH0bEwVH94XTRRezZQ8TOUf3fZM5B0VH6LkQoKppy9wY7D2HdUXmsYk5lA8tY3xlHd011ff1qg30UnOZoBUiDmIklCkBAKZjwi258Co+ctOKwVPYPQVv717Ycwd0/xpX9mAjtrDSjnCaKsKe2mjj2WU1pn56oY4mHSemfp7ng0+N+bhADLFaVz2r24lxtecAMZMATA9Vw+ZztM6r/jtoh7odsIZtl86FtRO9lXnYk3vUPZlR19MiZlSD7GIYJ6nKpINaSWmWL58OZ0DwfMp0fF3lWuTJJnHV8FTVaSO5Uo2kEe3Gy8xsXNldfYHxx3/8x/jgBz+ID3/4w3jwwQdx++23495778Xy8vK2vymVSlhYWNB/Z86ceQHPOEOGDM8nuPrOpf4uh5F0/Phx7Nq1C4cOHcKP/diP4ezZs8/DFWR4vpHZjQwZMqQxut242mea4WohsxsZMmRIwxjBZpji5Rd+uKYYSb/2a7+G97///drr/8lPfhJf+MIX8Ad/8Af4d//u3235G8MwnhNWwZlnN2C6PRiiz+xgpgcvWUvGEIZeNwxmESUy0Z5x9hazp19GMsVE4spkEX1HivRxPOBpBQDDpAgGVU6wbFNHCjyqUtYiZtJ6jlguJVezkzh/lllLrMeQs02dr8oVwNK6UMJQVQE4ZdgWQulEafaSAVvYsIQNx1bees834JoG7CTSlSZErwWr2wDaVThUtSFfW4OsrSGoNdCrkhe83kbQaCFsqUhJ1AkRh3KgQoVhCpi2gOXbOiLjFPNwSjm4lSKcMlX9KU9AlCcUGylXUffYK0K6ecROHqFBEd84QTdKtC5VFAKhjBHJaEADKJQSsQRC8obLZFAviPO4O6kKbAB0FZ9aO9R5zcxAWqeoAke6g06ILkVsOE9dt5NARQMu1j4ER+QtSzOSeMlsNssWOtKwXXtPI92u+V7wZ17XjwT1fxf3BjVYdopRyzgbAKIoQr1eH1jvui5c1920/ate9Sp85jOfwfXXX4+FhQV89KMfxetf/3o8/vjjKBaLm7bP8OLF1bQb3TCGEcYD/SG/85PU30rZZ6f2+1W15MjbRM7RDKQ8MW/GXO6TKUJtGhBdFdEVLdV/Gk3FyIlJkybeWEFIWkYhbdNZqw2cc2ejixxFj5nl01qiylu+pdks9hj1ocTIZS0Oy3dg5QerMbrTKjKNlHZH7sZbgadUNDqRMYr7ZhB3A72fzvIGLN+BsG3ExJZK4gTFfdNYe+q8uofXj6Nb7aAwV0b1WXU95f1j6K7XELa6GH/NLQCAxtklyPoarLkDWj8kOPEout//Uyg05hHmVHS+7Eqc2Ohp9tdGJ8Ryq4dQJpgg1pjvmHj0XBVrGx0UST8olgnCXgzTMrQekuOYaHZD2K6Fm/arSOzj8zXsGc9hrqzuTzln49FzNdx70wzO11TfbQoDt+0tY5w0C7u2iQb18/vGVIR9nrbtEEPZFIZmLVWJ0eqS7e/Rb/2ioxmsBrFkqwndV5nofpSryH2PqvAcpM92imkdJ1Q5MEdsBx4DucW+XhKxHEzSEIzX1LGTbguC2L8M0VO2nJlJ1tgUJFduInvFlZsMPw9DXtlQfVStiwwvX1xNu+EKocfaWreSdO+Y0WoLwGCdn1i943rMR++c6TlwSvTeUD9tFRTzxJxS76c1tRtRQVXwqlH/sEZjzZV2gBrpd8bUZ5hsb6h/EpZAnvrLWWK19JlIqt+7fsLXTKTosa8DANa/9xAAYPkhpXe3fnwDbaoAxuNnj/rS0kZJ3xsZRCjT/4ZpwiI90tm86lMc08CYb2M67+DotDqfWjdCK4gGdO24cqOfqmRdcEwUUhkYRdeEZyn2EWsYOabKtrAHGEk+pLAgvSKMomLjWru6MMIevKClGZiy20LSqkO21eek00Lc60GGkZ6/GKaAsC2Yfk7r+YnyBKyp3YgLU5BFxRrbiATW2jHO1ro4taH6zacXGnh2WbFpVxcaqK/T/exRRVCSZ9gouFgjxiozbXs8f9qt7vWe/XcgR8+hzzVWsHy1n9ZSCzFVduOxgiSbpBnLGyuwqsr5ahZUuxjz1JL193qpuZvvqLantZIcU9/rYZ1VznJITEdXwBbE0hP0LiRkWyBMYJDcumOMbjdeXrblmnEkBUGABx54AB/60If0OiEE3vzmN+P+++/f9nfNZhP79++HlBJ33XUX/tN/+k+4+eabt92+1+uh1+vpzzzxbGy0IRyVPqYn1DSoGk4hSv/Pk2hGOh1NakfSoJMo7nX6/7NwWMqBNIxhBwGX4Iz9ApIkP7CtHDqfdWwuKVztKANRpIGo75gDaXtbLbf6nwedtjBgm0oI1iUjWHQt5GyBgmPBt/J0nAJy+TnkZgyInupozW4Ddq8Jt1NHniZDstVA0q4PCHenO2J1T1RnPCCQnStB5Iuq9LCvOkvpFpB4RYRuEW0Wvg4lOmGCTkeiGbT1ukYv0h0eC7CGMtmU1hUP3eP0+uHUL54I8ESh2Q11GecmLdmBpEUOOxF6JMQdtNU9YAHBiBxJMgq2bCvq3vTbi0ltRjuXXD/1nXr+PHG83HaeJMmmdepzDBlcmSPJNEYs4yyAv/qrv8LP//zPD6z/8Ic/jI985CObtn/rW9+q/7/tttvwqle9Cvv378f/+l//C+973/uu6JwzvHC42nZDFQFIUHBMrLbDgd/woMgWBqYojYhTjSbpMwus2kLo1IacPehkmjJo4h70YNYW1f+U6hCtKfHSeE2tD2oN7TjigZ4MyRlNlHLbs1TZYgC9utpPjoSghWNqRw+npbFjimn4TqWg08esXQfUMSh9mWHN7EO0Mo/c9Tfp87OKYzB7/ZQl02uhdGAOUTdA/ZS6jtzcOFqLayjuUcdi5xEA+GPKqdFcqKFyZBb+1BhWHz2h7tEdR9GdvwBPmHCP3qGOKUwUV48hmjoMg/uoRBUHKDj94FCHHIE84O6EMco5B+cA9Kj/ljKB7Zoo5Ppino1WgLZj4tB0AWdITP0VB8d1oQQAWKx28X1HJhDFUgurmwZQ8mz0qNBGnACv2K2mTidpYnAdlaJ+miYN+ydym+w4F9g4t8KTzAQWTUZ7JM7KqQ4JEixRCssTlmq74+ToPLvW1veCJ7c5SiM411Bt70CZnKJ+BYlJqeQr6t4bFZpYkd2JFs9q51DSVscyXPXsePAfLC3APXg9ACCcV+LwBpc0dzwkqXftcsCTyEtBZJSklyVeKLuxHVzL0M4MnkQ7qcCsXqajcoBOMWVHkvDzsNkRS0L2nGpqjinnkcxPIKYU1WZ9sMBLsxvpfoUrp3OqLC+9nI1d5Gy+56ByyN9N/dX1E+Qwb5xD9MQ3AQCr96uUtgvfVu/14iPKyXC2HWoRasYUObb2QvUTbsmB5Tk6OGzmF2A4HkxhaTHx6fwE8rZAxTPRi/rFYJJEBR55+GoJQzmI+P7SZwuy7wyXkbrHiUyVjhdIYAGJCUnizaFwEBsOYpFDQiZAJupYBvpzI1sYMGUIk1MSwy7sqAcj6uriREgkjEQiMQRAz1HaOUReEbFX0s6+ajfGQrOH5VYP82QXFqod1Kkfr6930FxWaezd2srAfbXzZbTq+9Qp0P44SK4JEbuK2L3/NgCAT/NPdigJW/XtTn5Ni2wzOP2NC3ZErS5ks6qeFwW68uS4LJP9mczZOuCug2gUoLdNY1PhH4aedpi2tjuJpeyoQQ4pficAwAiG3pcdwhrRbrzczMY1k9q2urqKOI4xMzOovTAzM4PFxcUtf3P99dfjD/7gD/Bnf/Zn+O///b9DSonXvva1OH/+/LbH+fjHP45yuaz/9u7d+5xeR4YMGZ47sGjqpammBu69917UarWBv/RA8WKoVCo4evQoTpw48TxfUYbnEpndyJAhwzBGTW17mQWWMxBeKLvR6/VQr9cH/jJkyPDixMh242WGa4aRdDl4zWteg9e85jX682tf+1rceOON+K//9b/il3/5l7f8zYc+9CF88IMf1J/r9Tr27t2LRKpUoVj2U4WYoZEkLCq9fQPaipXBLCMZDrKOZBRoimoyJDTJbBKgfx6bWCWOr5c6dckZXIpUY9+OJcOfnZ7YtO0gy0YOsG2APuUQUF5cFQE04dPxfdtEzjFRztkoEUW26JgoeTbGfQtFSjfK2z58bxb+RL/UqRF2IIK29uobMgJkBCMVnUkMAQgLibC0hzpxcohtH604QYciFZ1IotWRaFTbWKcobb0bohHEqHdDLW7aDmJ0wjh1b2LEMtl0nQAGOhNTiAH21nAn0xel7j+DYUYTPyt+djJOpUXSsx5mH0lhajbbcBvS90j209+47env4hiJHGxXw4yki+kOpdt7moG03fEvF6OmtsFQ4tmlUunS226BZrOJkydP4id+4icu6/cZrh08l3bDNBQzM5SJZnNweiszGcu2pcX5mYHEkTf+zbhvawYSF0Pw6TujpyYformi04RjSguKN1QksrfOLKQWIkoJ7pAYJgt/WsRgiYMYHrF7mOVpUh/tlPJa+JqZimM37lff7VJLCFOnj1kzKuopKQquhZerK7D3HIbhqn2Z5QnEG8swJvppIWJ5FXbeR7JWw9hR5Zhrzq/AEALeuIp4m+c3UD44jYXvnsGe1x7W1xjWW4haHS36bXoODFPAcDz0jj0MALD3Xoe4MAnRXEVUnlP30jDg2QKdqG9L2mEMz+r34wXXwpm1FqapfDKgIvetRoB6LHFwTvUxcxUfQSRhCkOnxa01A7z20Lh+3jJJUHItmMLQz3zctxBLoFIhlg4M3WZumlIssOWWemZ3MVNpow2bUlcWaur5TlPaADOgGu1QF1VYpSg0s12FMOBRKvsCiaVy5DWI1PLJC3UUh0qQ8znXexRNFjbKoEj0mHpm1rrSluPUNGvPEUTnlUPenFD3PVqibYg9bAGQddWGBUXldWRZmIpiegXIyjhneK5xOXbj4x//OD760Y9uWu9aQqe06SInutiJ2kYYKUYSvQ/MOuL3yJASBqe7UXEFTpcySiq9KPaKaBMTiMuxc/p1LPsiyFywx9TyB+p9nKt4uI2Em2+bVX3f9dQ3jvWU/ZEnH8LGAw8C6DOR5h9eAgA8SazXC91Q94ucRsbZY1PUh4XdCFE3QNSluVKnBdmqQ7SrMGluZMgIRbeAgmMj8fpTXENGMOIQBrHgjbADo9UBuv00M9ltqVQonn+BysY7nhbRNnJlJX/hlwFfXXcnStAMYrTDRBfQaQYxupS5wDCFAdcUmm2WswvIOyW4Xp/t6Zoqbc5Mja9jYsp2OrF+Vo1ejEYvQjuM0aZ5SSeItcxF2AvQa6jU9s6Gutc8zjfWLiBsqTFBIm9CGulUP2dW2ZdpYiZ5ZNcpUR3CseHSOIIZzTyOEA4xhGKps0csypjgjJOcrexZxbO1jWOb0ksxpIbZeQI896a5hSGQUIpjYqqlwcykFCMpGZrn7BSZ3dga14wjaXJyEqZpYmlpaWD90tLSyDnJtm3jzjvvvCirYDvNlAwZMrz4IJ6nFIVf+IVfwA//8A9j//79uHDhAj784Q/DNE28613vutxTzXAVkNmNDBkyDGPU1LbLKdKQ4drHC2U3tgtAZMiQ4cUHy8xS27bCNeNIchwHd999N7785S/jHe94BwBASokvf/nL+Jmf+ZmR9hHHMR577DG87W1v2/Hx8+U8TIqeanHtIc+kkWpfw6nLfVZGiqmRkK4AR6hTZSmHWRybmEnC3KRhw5ECzl22bKHFth0SR+PP6XLvm8q8D11XLJNN+gtpD3hM4uBcMjqOJOJYbhJgTouQm6YSc7ZdU0c2yjkblZyDMpXg5HVl10bBMbVmU8ExkbOLcMwSXbcBUwx6gROoUpFxkiAISPuoFaMZNNHoRWjS+dd6inW01gy04HW1HaDWDhGFsc4f3sk1CdPQ12RaQrOw0vd6e80pW2/T8QbvdZs8/kEuQkA6Vn2xbcVMCulzHMlNGlxbtaFhdl36Wlh4Oy0in16m278x1Lem2/9w2+9vkyDumbgSiFHFtnfYsZ8/fx7vete7sLa2hqmpKbzuda/Dt771LUxNTV3mmWa4GrjadiOMJaxYKo0k6jvLLukqyL7WEbOMmOkxRfo0LXr3LWFoNkiOdG4ER1YpogpDIFpRmgjMRIrW1TIOiSXSCdBeGYwg6uukSKddcPQ6h86DbUx+dlx/VzxyQB2WIt2aTTK1G4mrIo2SooMJCZBGLkXK8xMwwjYkdxy7xmAXK5D5cS3G6h88BHNsGvKR78AmFlTQaGPytiOYv+9hdQ57xtBZrmLfG6/H6uOK1TJ+dBdqp5fgTxTgTyktpURKBPUWDHMe/p3fr9Z1WoDtQXQ29DVFMkHBFlqHImebONEJsbvk4VYSIf2LRxewZyyH9VYPz55VUd3Z2QL8CR+mMLSNBCwUiG302iMqhtvsRXAtgTGK7i+3Aoz7NiZzTkoDBXBMoSOyrikQD5Ut5shsOmrNEd1XHlDXfHJFRYGLKVvPtsQjLaeA2oCUCaKhcUiTdPgci5gHZQ9PLqq2VqD2qjUPyWaVXYGmUG2mGFXVPZ04oK5r/Qzd5FAzkTSTwhkUZ5etOgStY7HUhJjbSbeFpNvBlWAnRRoyvPzwQtmN7QIQVkpjlF4/zc7hnsAwoAdeCS35ndHsI3Xiap3XZ38CgKS+OHHyCEJmxA8WSzGFgQKxUadLg+O3Mun4HZrK48ZpxdY5SkUapoR6P435pwEAzccfxuqjpwAAK0+sAgCeaaj3+VxnUDswDS1wTeNpJ6/0kVgjybAcGLajGETEljFER2sc8UDUCLswwg5kbS3F1l1GWK2iS5qBvY0mwnYHMujbRdNzYOd9eBMl5GbVfbNm9sHadRCG6WhGUi+SWO/EOFvrYL6h+qv59Q6WGz00u6HudwE19i/SPR3PO5guuZjMO5ig+znu2xjzbbhWX+Cbx+BxkmhmcpwksE2h9BOpjy94Fpo8/3NsCLtvy9NIZIzWyjm6X5ytogpTPEKFmSYKDsrMfp5S6kil/WobZiaNA2hQwQXWXGTYtN4wRZ/hFfb08wAAn1hevmVg3LcHfs/MK9NICc4zC5veBaP/T5+lqplJxM7jazYEYA224Z3CGJGR9HKzHNeMIwkAPvjBD+KnfuqncM899+CVr3wlfuM3fgOtVktXVfjJn/xJ7N69Gx//+McBAB/72Mfw6le/GkeOHEG1WsUnPvEJnDlzBv/0n/7Tq3kZGTJkeI5gYJACvP12O8PnPve5yzuhDC86ZHYjQ4YMaYhR7cbLaz6QIYXMbmTIkCENATwv841rHdeUI+mf/JN/gpWVFfyH//AfsLi4iDvuuANf+tKXtCDe2bNndSliANjY2MD73/9+LC4uYmxsDHfffTe++c1v4qabbtruENtiZl8ZFkVct/NIptdvV7lrq2pWcTRYFj1Jkk3V1TYdyxSaBTKcs5xmwHA0Qee9OoPbbEXx3koziauKxRTdYA97HEmEvRhhL0qxYxRDKeKKNrFEHEXbsqo42m05JhzXgu2amlXl+hZc10IlZ+trKbgWsXsoSmEJOCkNC76GIJIIIql1jdpBjGYvGqiM1utF6HUihL2oX72gFyEKYn3ewPaMMGGKvv6UbWoW2AAjLXWefM7pinj8HT8PxrB+Uvo6OpQHzVHjNENMPYN4U7uK4yGaXAqakaTZR/12tV11wu0q9qXP+WLrEpkg6tp4ZtuzujQMjJa2ZrzsuvYMjKtpN4QwIISBXiS1hk2/Wpv6nGZbelqXRm0zTdFB1xQouxR15vK2PVWxy2ypCKusrugyw0lrULS1t6G27a7XtCaSTVFMrrpSmCb75tm6Tw5Ji2fqzqNqv7GEO63YNSbpH1nTKhUjMakSl2EgLirmXtOuqG2pf/BANsItwWqtouOrKK/fWYMc3w+ztQbzjjcBUNFs2W7AP3qzrtw1dsN+hI02Jm9Tekj10wtwx/Kw856u5NacX4VXyaG4bwZBQ7FycjOTyB+9AUm3heCYKjvt3HAPzPWziMf3aa27WCYwhYEG2YJdJRdfPRFguuDi4XMqcn3jXAntIIbvWLrcNaBsaywTXDejoqyNboQ94z46Qaz7qCMTeZQ9Sz/n1+0to9aTKDhCM81KZoz1ENhjkt6VX9Hss41EsRf2FFW7YE0R385hnrRGdIUgeoZsW85vdDBOleG4L14nRpLjmlpbgzWeTi2oNjQ5plgGc2UPBWoz83XVZmYLan9aUyVJwJw1x1PPww3Vdcic+myYltZt4Wp+rKUVLSjWgjkxpyu6saaLpDadBF0d2b5cqOpNmU3IsD2upt0wRUoLCYOsFB6PJQn6VHDqe0G6MFypOBFmv5IbVUZMHPqOKi9K09ZMdrZNfKyCZ2GCWKk8h2B2yCxpuB0cy+HIuNrXbIF0lBaOAwB6zz6u7s2xs1g7rpifi1R9eDUYHFOnMU7j4t2USVHZr7R6KocmUDowh/y+3epyp/fAnJgF/BIS0guFIVTlM2IhAYCsrSFcW0S0Mo/GWZWu2JpfQeN8FY0FZRs7G130GgECmfSZUDkbuUkfpT1FVI6olMbxGwIYrgdR6LNzu3GC5VYPJ9ZaePRcFQBweqGBxkYHnUag50YyCiAsR+tNeXkbhbKPyQkf+yfUczk0ncdc0cNM3tHMVWYnGQA8i/stK6WftfkedlsBgra6TyH1nZ2NzULx3ZpiiLXX1H3ZKKnn+sRYDbvK6v8JYrDmxlQ/be9V99WNYwjOoCCtJK4Cy9VdrbzX17fjeRQxxvhSPEugR8aM2a22UPMVmSS6zfGYqV/FjS4iXVWPl7RtkpCbwzC0jtLlwjCM0ezGy8y0XFOOJAD4mZ/5mW2ppV/96lcHPv/6r/86fv3Xf/0FOKsMGTJcDQhh6DSPiyGbM7y8kdmNDBkyMISR2Y0Ml0ZmNzJkyMAwBUazGy/AubyYcM05kq4W3nr7LDzK59xJeb+tqpzxcnjd8G+2QlpThyONekkhDJ1PagpY5qAHl6OUOt/aMHQUgqObvYiYL2G/gsNGW0UR1psc9exHYppQbBcRUqREJpCkmwQAUaeJOOggCjq6aoCqCkbVJFinx3ZgWg6E5fQrz7k+LMcmtg/n8gpYtgmTrkVYAkIYA8KYzOqSpG0EgFhSxJbicwtCxL0O4tS5xVEAGQYDLCRDmDBMU1cwsxxfVcXzC/3qfaY6D0HaTwBQyNmYoKjtdNHFOOmPjFE+dL96Az87c+DZANj0fMJY6jzpKB6sttEjFlIQS81oGmY2jdK+0v9fbHk570Ia3VYD9428h80wkFFNM7x4wVXbgP57zFHGDdKGKLqWfv854jbmD2qH5W0DdkKRvsYyAMDoKaZHOsoWLirdg5iq2sSBOkbYJp2ZWMK0BxmoxTnFqmHdCQC6Ks70PYqJFLZUBLJ06216G7FPRdqZ5ygLioUknTyWO6rvZL7OfEOdB0dTQxlg3BsHKzgsiwqmjSbaU0fhNVVkVIzNQB68E/Kbn0fu1W8BAPSe+Ba8iTk0v/EtAMDkbUcQ1FtoLa739ZBiieK+GbSXqyjuU9oOrQvL8Ho9eDfehYjYTUlhHIlbBGQEJ1LXl7M9rHQirdew1OphtuLBTlVeO7/Rwc27S3j0XA1NYvS87fY53PfMCvaM5XQ/N1fxMFv04FpCP/ubiPW1QRVCJ3IWJCLMijZqdLfshScwlRvTkdV0ZH2cWD1806VbpDtoYl9Z2ZkpYrEtka3upirQcX/dpAg56+7lPAsNYgocP1sFAFy3rwKgX8VtodbV9oWZr9yWV2l8MJ13sUFsroKjzr9tKm0Wn7YVcQiUVFsxqSIba3oJ0m9JOi0gp5hRskEaVpIrVD0XVdtGtRuZ5cjwwkOk7EZaBgboV6qSSdKvVDWsC0MVEmH1NXIMGlNLm6oY03fpcRmPOXlcWnQtgArd8nZ5YoxME1PpQMXHVI50eWoLattFxSxsz6vPrcUqusR8bRLblse5vHSEgRli5h6hvnbXDao/mL1rDwDFjHX2HII1q5gxKE5AukUkTk7fAyORQNiFAGAQa1e2G5Aby6ifWkD12HkAwNrxdWycruFUS9mmpV6EWhjrcTagmFG7Vts4eKGJqMNVyRzYE5Mwdx3R2wVxguVWgONLTZwg3byV8zXUF06js3ZBV08D1FzCySuGlTc2g8LMQbTqeTQoSyKWCRyq7MaaiY4Q8G0BRxiahRMnQNc1UfEszNCzmMg5mCqp52ul9Ft1hW/SzupsLPUruFG1u7BLrGWyA0sbHZxeU0zYvWXVdkrUp09XdgEA7D39CneszxV3SLuR55r5ombIQQyOawxJ91SYWiOQ216a+cPOm2G9MF4aidSpF8kQM8mg36hK3ttnZYyCUVOid4r77rsPn/jEJ/DAAw9gYWEBn//857U227WAzJE0It50aAKFYmnkCFUyNGfmvprXSyQX2XZzx87gjwKGpr4OlwVN0x11WtKQMUofmw0EOycCWvaow9/ohKj1VOe0WlSdTJmojmXfxnqrh7VmgEaj79gxU+lyifQHHEgAyHET6hL1/B13aoKdS5YDYdlqScJxKq3M0U6dtGj0wLVRefm0gyiRMWQY6HUyCiGjADLlNEqfh0nHEJatnFvMkhQmTNeH41rwqBN3fAtezkax6OpJx3jexTR17HNlD5PkQGIRuzR1FVDG1B5y2Gz1zPrtadDJxCXFWWic/wf6bS7d3uRQ40u3t+HjMsVat8HU9zvpW9OHbDa2FgMcFSOntmXzgQxXAYKo0LVehN1EGedJfDotaK4wKLjKfbhP/YJnGhBNmlCzgGikBubxmqKry8YGopZax4O41ryirSfscN5o6bQ1d0wN7oL64MDPKeZRLKnJvzehBrzWhKL1mxNzOtUoYqcGDeAXYxJ4TZUovkCCquw04/7vfL2L22cLqPf6/a70C8jHCVqucjKMuwWI5grMm1+jJz+G4yGYP4O5f/JjAIC1L34e+d1TCOptfY1upYig3sb03dfjAoly7/mHP4DehXlASphTiu5v1Fcg3BbC2RtRj019nzuhRJ4Gs+1QYq7o4fhKE9dPK0dPtR1ipd7DeN7RffSZ1TZunCvh2ZUm3nLTfnU/Gl2YhhJPPTTm0X2IsbtkY9zrT7xm8uMwOl2MXVDniuI44qe/re+zyJeUYwUpu0jfJSSYWxrbB99X93axpTrYXUV1z9iRlLNNnFpT+7luRl0Lp6qbQmhH0h5K1zuzrCYWPqdABhEs2meDHFDsWGoL9RznG10cqKhJxyo5E8sUVJGGsnVFYfYFUSnNRkyr38Tnj6ln4/o6PdOaVpPIaFlNACHjvlPpMmFgxBSFDBmuAoSx9TgL6DvuE0BPzNmBlNgUDEi4GEx/iqe34TQ4fgfRF/B2LJ7MqzVl14LHAVs6kQI5kthmjXsmCobq3znNukc2iVOqg2ao+2efZv+TtJ9JOp1xR2A3pdFO3aTSp2fvOaS+u1sFMNwb7kZcmkWUVw6mljTRiRJEcQKDbowtDOT8PDwnB5CjQuSqAFSAhVO5mwtNnGgGONbcviT8ehBjPYhVutsptY/CrhVUjla1cx9QgdtqN8SZ1RaqVOSgeu4Y6tSfpZHIWDuWeo11JDKGZV+PHPWtLFtRdEwUKMVvzDPhJwFEt67TwoxEomTaSNwC5gqqH91VdHB4XNnuqbyLb9IzepQd/nn1XWN5YcC5BajgONAvjhP2YqyRTVhm20BjmHJZBTCM4gysXXQ+ND8TnFbPRAHH00LvBtlxnX6WsKC2CUuws0gd30N/DslzW0dvMySvIeVmm8BC9KnPyRX2+SOntu0QrVYLt99+O9773vfiR37kR57z/T/fyBxJGTJkuGYxempbNmnIkCFDhgxqcj6K3dgB4RYf//jH8Sd/8id4+umn4fs+Xvva1+JXfuVXcP3111/BmWbIkCFDhhcDRk5t2+F0461vfSve+ta3XuZZXX1kjqQRcVDUUNoBLS4Zpl6LQbrdpv8vuUM5uJRS0wJ19CGMtt52K6QosRypAEUzJInw9ajk8FTOQjNQ+6p2KU2LRDvXKgHW2gFW6j0sN5QA5lqzh2qjh25Leai7bQfdlodeZxxhS9E+o24TYacJEXQQBypCIAGdUjYswzfMOjJMU0dnt2IjMRIZa7YRs6GYqTSMdIqdECZMx9MpdrZfgOUVYBMl1fVteHkbXs6BR6kElaKLiYKL6aKr6aUTuX5Zz5m8gwqX6SSKqE5po3CKCDsAlcY0qGS3fs683ApDdM5EWLo3S2x6zYfb4Kjtb7gdpdqgPvzF2tqmc+3/WxeN0X+3za5GE9vOkOGFRyglLCkxkXM0K4dTApgNOFdwNVuwRBFI7h+Y7i26tX4ksqrSBTjSxn2ZbFa18CULilqUrhauKDaTMAUM2qc3rvoyg/oFp6Simnbe06WO7RklpG3tOqgOlh9D7Klch8irAADWifLPS2EYOE7MF2a5nqsOlmufLrj44vFVLax551wJ3zxXw76yh/0k8Nm2c/DLuwBDwF5SkvzOdXfAmtqN8LxKTyvecBTB0gLKR3brdL61x5/FxC2H0JpfwdzrVCQ7rq3BnZ1FEgW6NHa8sQxx8HaYtQuI84r1YhoCUzkbDy2qSPr+ioeHFxoYzztYbCr75lJxh0Y3wh6KoPuOieNLTbz/+w7i5LpieE3nHdimwM1TOZyqqj79nkIHK3IMk9159exMG+bJb0PkS4iaVfUc6+toP/MkvN0qfQAyRlRXdtMaV2wtEKPWOaKuz4pCmJ6KEu8jpthCpK7zxilil6VS7NYoFa1MLKYglqhQRJyjvFx8okzs2kgmmoHE2yyQ6Danak/nHS28zay6nql+U/ZU2+4WZuC1VCpbQuLAZlXdD2vugDrWyrxOz5HExuKIt2HZMKyL2MIR8HxElr/2ta/hAx/4AF7xilcgiiL84i/+Iv7BP/gHePLJJ5HP55/TY2V4aSPdMoezGXgZy0Sziwxizidc9t6m8ViUknswNZ1+07H4fWZ7U3b7pdhDorvzBJr7bH6fi64J0VbslqSt+ilmULLwsjANuDQm3kVziSlXLT0aE5f2lDBBqWwzd98AAMjf8Qp1jofuAgBUczNY68RYW1XXudpuoxlEkDLRMh5l18Jc0cW452CKxKGtOIK5sQy3sgiLBLxlnKAZjTZuPdcJsXtN2bDJ1TbCehtJFA7co1o7RKsRoLWh7kFr+dxI+446TSRJAovmAhN5B9N5B7NFB7N5KjrUWITZWEK0Mq8LFCAKAGFC5Evwx5Rd8MvTmCrNAQDGD1T0WGOObOo36BmsVjzU1xXLOOyRXInFBY4oPdIwtCwG9+mNQD3PZkBFgnJjMEJl70xmIBH7iO+PYdkQRUo7p/5ep7hpZlKfFadTx8x+6oKWZhlaMosJUaznIMZ2819DbEqt2ylGZ7IaCIIA9fpg0RPXdeG67ja/uXaROZIyZMhwzUJpJI22XYYMGTJkyKDKOF96u53YjS996UsDnz/zmc9genoaDzzwAL7/+79/R+eXIUOGDBleXFDaepfezgDw2c9+Fvfee+/A+g9/+MP4yEc+8ryc29VE5kgaEfGDf4U452/95VZezmFRsU0MpUt4RocYMwmzP3i9jLdcty2YvUPilizCZzieFkITJCZu5UgXg/QXfL+MsYJaN+Erb+okies1Qw/VToSNiVBH3LdnKIXotpW3uteJEHRChN02oo6K/kZBB3FPiV5L8man9YuYUcT/x/FFrvciYK0lQGlOpHWYABb4VkLaNnnXHd+G61vwKPLq5e0BBhIATJVcTORUyc4xj1hKvoWCzjc3kSMvu+iqqIWo0pKFc9s1XcKbI7EJMbY4Cp1E4cWfNUCCpMzYEv11qeVAmxzFU79dm9ziu0uup2PGrc72348Aldp2aWZVltqW4WrANQU8U6AXyU1CprqkrWkgbw8WQchTP2FIiuqFXYgusffonYpWSRuJmSydFprnFdOjuE+VqN44pqKiTpHYHUGkWUsswG15qv/ypyrqHBwb9rRiw5gTc3RCKqIYl2YQuMoWLDbVubGW3pOkqdMIYrQocrlITJynqJR8kaLPh6YKWGsFukDEd09v4C03zeB8vac13YquiRvGXVxoRdhbUJoZvcIMrJOfhXPoZnU+a4tIOi0kUQC7pJhSE7ccQmthDZXrD6K9oJhZubkZZTPDUDOSRK4E0W0gnDqCMWIbd6VAI4gxSRqApmEglBJBLLWm1XozwFozwHWzBX19uyo+bt5dQq0b6t/uKXmYKdhYaUe4foLGDr0OJq0QRk09u/Dp78HeexTBsYew/uCjABQjzM77mP/rvwcAlA/vRq+q7q1xSrHRctMU4Q0foOc0qwVoWRdl1lf3dl2yzXZQI30u1uZjfcROEKPWHtQKObJXPecqrXctofW9yvR7LvTBxTiKjonVNrcL0kQhXYx6T322BeA6yq5qgVTSSjJiio4XK4hRVduwjiKNXRIpB23PZeCFsBu1mrLt4+Pjl9gyQ4ZBbMV6GNa8DKUBliK1WffIHspKSP8/zECn9ZbRZyKxHlJM0wRT2Pp4/Lr4ZKvyKTY96wUlve7AIbgEvD+ZQ0wC/R7pxZnEvs1Pq76gcmQXxm9TaaDera9R17hbMS5Pke7bI6eqeHathWdJh2i53tUFDwpkW6ZLHq6bKeD6qQJunFT9yt7po3DiEMVmFc15ZSPzM1WUaz1c6F6a3dhJsZfCboQ4DJGE/f4ylKq4TRTGej4TB6ONbe18GfmSh9kJdR9umCvihskC9pUcOCvHAQDRyUfROfUM6qcX0F1T/UpIeoh23tNahsV9M3D3Kvbw3PX3oLJXFcuYYfFyYiZ95/QGjl9QNrldV/M0Lkpkk35rvujAtwfnBdyns+5e7HoQVPDByFMxkFQ/Dah5RkJZLgn1+6zlJc3BbYF0OnFf39caYszxZ8Es7ThIzYO3eZ6G2FkW0BYwjdHsBgC8+93vxm/+5m8OrHspspGAzJGUIUOGaxiZ2HaGDBkyZNgJRrUbABCG4Y5TFKSU+Pmf/3l83/d9H2655ZYrOdUMGTJkyPAigGGMLqXhOA5KFNx6qSNzJI2Ihb+7H81U3nAaXOFrcN2g11LssFytJA8tVzpg9HV+5KbvtjoHZp0IhyKspJfDkQKOfgKAXVTeYs5nFYWK2rY8AausIsKWrzzfBVrGhRLaBRud0EWLvNTNnsRGN0Stq7zFG50Qq60A681ggKXUbIfotkMExGQKejHCXoSwFyEKyEuuGUopZhJpHCUjMpL4+bDOErOQAFUVTjGQXO2Jt10LjmvC8W14FF0u5OwB9tF4wcFkXrGPysQ+GvNsFFyBvCV01CZnC5hdNQgVzRpER0UTZE1VU4prqspFyKyCxgbChso55pLbHHnQJb3DCJLKeifbtJPB66cymILLYZqbvttp+wT6bfRix7/UM2r0wot+fylkqW0ZXszwbRO+baKZYrmw1gTr1eRtU+tgjJN+gwiaA/sxghaMQEVhI9JISLqtgW1a8yvwJtTAJair73z63FpQ/UwcRn39I9JP4j6Ao5rCz8PepyKZzN7hKjmJk8caVeM6ua76pyaxjx7jCGcQa+bK06eVNlNMtqFKFbzmV1poVrvIkWbD626awecfuYD9EzlE1JcIYcCmfmktpzQgJlorSO55K1C9oM7PywFCwL3hHiz8v/8bAFA6OIexW46iceI0YtboyBcR19ZgzeX7Wnil8X7JaIqoR2YBQbr+M1TZ+xumC5pxawoDEwUHK/Ue9lEUGVBV+PaVfazTdrZpwDMNHKo4Ws/Kql1AYrmI10jnKgzRevh+1E8tIGioZ1Y/3UUSS9TPKwZa43wVwhkcYzin1e/Lh1UFOreyggJdFw/qjAppZRTUvQtdR1dU48gyD4q/e3YDh6YK+nr5OgEgR8cu5/pMXq4sxIwsruIaykTrL03mFBtgkaoizRX49wLSVedhRMrOy1xFfabnIOJQPyejrNoeVyc0sAXDe4fYSYrC5z//efzYj/3YwPpLpSh84AMfwOOPP46///u/v6LzzJChX+lZgbunSCZgiR+LmB1GzHqYXPPc6jM0hipl8XojDuAQo4mrB8uEtWhMzYRi7RrexqUXyIiD/j75naUsB59sigwjODS/4DGrW1FMFmbPeodvhHnkDgBAvaJYNU+uqP7gKyeV/fq7J5awtthAg2xPt7aGsNuEECYsT/VfhclJPDZTwPUHxvC6I6rveNXeCq6buxlu1MMU6c111xo4stTCEtmq9eDiY1W+70mcbDnejWWCRCZb6q9uB7c4jvLuw5jcVcSrDqtzvWuuhENjDtz5R9F9+D4AwOr3nsDyI2exdmIDy2x3owRxkqBgCUzS3KW0t4jJ69V+dr3uJAqveiMA4MaD96h7c1CxI6cLLp6cUs+I2V1rpAHIbJ9yztEVp5lFzfaC7VkoE1jEMpLEDtJzCZ6rmqbW8mL9XdZKiiSz7BLdvrlbZmaSaRipyuSDGklgHdkoSGkGD2olJSkWUnKFjKRR7cbLbcKROZIyZMhwzeL5KseZIUOGDBlemhhdNBV45zvfid///d8fWHcxNtLP/MzP4C/+4i9w3333Yc+ePVd0nhkyZMiQ4cWBndiNnaDZbOLEiRP686lTp/Dwww9jfHwc+/bte86P91wjcySNiAvfOYO8OXi7jG1qw4oUG8kYyX2pkKQioXKYiSQHo6RyKGo6eHxDnx/nIXOlApM8y06BouN5R0emWUfDKSldCY4YOOUiRLGi9k3RQZOWVq4M282jZPtIXBURkMU8urGDVkj6C5FEJ5KodiKt0bDRCVHrhVhvBqiSpsJ6K0CjG6LWDhHSdkEvVnnHQayvOY4kEpnoiH5CkYBhGMKAIfovviEMmJaAMA1YfF9sE45rwnYtHVUtejbG8w4qORvjFEUtu7ZiH5Hnv+Jb8C0B3xLI25xfbkAELRi9JowORVZ7LV3JIq6tISIGEldeCGoq6tyrqmVQb+vINDORwpaK6AakSRKHMSKqkMR553z9o7SL9P3pfzdUyWPEdpvEw+1yc6Rmq2fDaMVXVn1n9DLOmbMpwwsP2xSwTYGcnWhNJMYE9TeW6OtOmKSJBNKKMcKe3j7eoEpXpEPBjCTWUnNK+U0sRs1GJBZiYfeU7u+ZlWoSW1XkFXvJOXQzDJeijFQBTBIj6Vwjwol1dTzuy2ukMXF+QzEpL6x3sHqB+jVi51hkd/izEAbiWMIhrZ2/+c45eDkHC9UOOtSn7ZvI4enVJgqOhbkCsWXMccyKNqKxfpU1a3oPZLeFyXsohUiYqD99HMK2UDlyRN+jREqE509oLSHUTWB6v7qXFDHd6MawhIEJOq/Hl5vYQyyex+YV4+pVB8ZQ60U4tdLS0fqya8G3TXQjiXH67VTOhmsJJAByp7+tjiNjJL0V1L5zPwCgOb8Kb6KEXrWB43+hKtMV5gpwCg7OPboMAKhM5tDdUM8zP6OeC1dAYtbSrlcdguk8AQDwSVPIJA0Pg57htO/ryG47HNS62Dvmo0t9N7OVmIm01uprgbCO0mxZ3RO2jzWy4WEs0SK2Elf64Wh2g6o1FR2gHqp2WaBothGRtgpH801bjznYVmp9R9gwwu1tyigQOyjjbNv2SCkKSZLgZ3/2Z/H5z38eX/3qV3Hw4MErOscML2/o6mxclZm/YM0iQ+kkAYDDrHvWShL0zsoYxhATSVe1Yu0xYcEm3Tx/yEYFcYKE2Ek8hGKdGmaHIJa6CjTrrPL8wKNjWHlPM+rZ7nAFSnv3YXV6u2/AuqvWPTSvGLl/9bTqA7/+sGKgnnv0KVTPPgUZ9fukYSwDyE/txep1d+DcqrJVG50Q8ZFJ3LDnDuTuUn3NXKuLXr2Hu+5XFSO/td7ZtoqbaQA+X7ctVLZHitkvDAOmMCAsoSs9G8Lclp3E7KnxI3dhdv8Y3nDjNF67T/XTR8c9uGcfQPMbf4XzX3kIAHDmvrN4cLmNc52LM/idpSZufEZV0LvjfB2HaF4x9nq13He90p7y58pax3U39eUrLTXWYPvrOyYqZMtYU69IjGK2I0mSaFYviGWkmUVWnxHEDCSeI8am+sxV4UKZqkrIv+el0dfn0tpICVWIi/vtXI+ZeE7B7w2T87a9a6PDFMZodmOH+/3e976HH/iBH9CfP/jBDwIAfuqnfgqf+cxndri3Fx6ZI2lErJ+tozskSGxuMzndatJ6sYn5psl40v8cJ4PfbeUn4F3z+fDxTUdoSrxNQnTsUOrV1dLJ27ALqgNx6moiYFfVRKOzpgbOTjEHO686dF0iukDimH4ehpeHyBchqFyvmS/BcXwUSKw7sX0kuQJkJY9uzM6lRDmYwkSXlKx1IzSDCM0g7peZ7EZodiM0uhECGuh2ghhBFGuhUB74ximHBRs51xL90qaWCd8x4ZhCi74WPAsFz0LRsVDQpbctlGmdT04i5TRSqQoA+g6jdqcvlB10kLTqkN0WYhLMTrotXQo1bLZ0yglP9AJKY4tSE8CgRYNySgngzxFN2KJOhJD+l9TpxzRI57YTJ8mWbQUYpGYOt+F0272UM2m43aaPn8ZwG06jvQMa8FYwUrTXi253RUfJkOHy0ItimFEM2xTawcD9EftcC56padxGT/UbBg2UxcZ59YWbR8zi++1BvRYusRy2Ovp/Tino0kDSosG7N1HSA3p/StHczQlVBtigdCMUJvSgrFlUqVNd6l+6sdQOAk5fe+CMSl87vaCOtbHUQqvOTnDlRG8snFTHolQ5J19Ge+0CgrZy/sS9DorTM+i2PdxPg+X4yCTKroVHL6zjAAm0ll0TZ3o+Dkhlj4w4gDh0O6InvqkdatbMPngTZdROzKNwnXIkmaUighNPwxubAtLCnt0GaqX9KCTqfMc9B+1Q4hilD8wVXTy2UMeusoc3XqfSu//i8UW88uA49k3mtM3pxhKzRRdF19TpeJ5lwIs7sFdOICmqiVXvm39B90Udr7WwjvVnFrH82DIeX1XHvDGQONcOEdC+1y80UCPHzzili++fUxM2Dg7UTi3qdAudqkjXaHFxiV03YYJsMmdxsDNzd8nDMjmMbt+j2s53KS2xSMET3zHRpOOnRbqBfpsWwtAC6vMk4jpH6eB8X+JETRwAoEX/FD11TJMmAYnl9lMcOKWd3ol4YwWyd4VFGjCq3RjdcnzgAx/AZz/7WfzZn/0ZisUiFhdVKl65XIbvb1OoJUOGbSBp6quHtbwU6p9QAlbC/1P6Gc9ROOgdh/20s+GUNj5Q2NUC/S6lHrGKt2kkOv2I0Z9n8PmYmxwF2qZwYYNKPw1bO5smVEEHDgqsGUU8sazGw+xAuu9B5eQ59d3vAejbkUuhtXIOrZVzaK+/GgAV94kkcMM0bjyg0ryKvS72dHs6GBt/bwGP1HpbprhNuRbKdj8ob9r2QIEa0zDgWAKWLWDnVV/mlafQ2VjctC+3OI6xQ7cDAHYdmcHrb5nBGw5N4OYpde+9cw+g/tUv4NQXv4dHvq6KZXxrfbT+LpAJHqHU5OZ3FvQY/TB9P07nPH3oLjiTyp7xuGSJHEnN1PVzEIAD6BzwGnAmSp6AUpvjlDLaR2I5SCwS1yaRbXYgcRp5JBM9T+Dmxu1LVdik4/E4KeaAWz89UzuQhucUMtWHX2Fqm4Ht5/1Xgje+8Y1ILjJPerEjcyRlyJDhmsXIoqmZJylDhgwZMmAHoqk7sBu/93u/B0BNCtL49Kc/jfe85z07OLsMGTJkyPBiw6hSGjsJQLwUkDmSRkQgE1gY9sxvva1pbOFZvIgu9jCxIx5gJG3/u/7x+R8qLb+D0Y+UiWa1RHqHJO5MrKC420OvStH05ao6htMX7TZtC8IhLz2v8xwIEtxTjKUSrFwRRUqfKHpFJI4P6eSRUNpCbJXQiSS6UYJezNT7BEEs0Y36kfAwVt9zVDRMpbmlIQwDtjD67CRTwDYN5GwTnsWedQHPMlSZbqvPPjKjLoxeHYIEbo1mB+g2kLQUG0C2G4hbdSTdlo6Ex91A/YUhJN+7MNIMABlEWvxVkkhc1KHvaH3UjfTzkBdJCdsOukRsMvj/dhhuq2lvu3kZFZa3OtbFGEnBZVxjGllqW4YXMwQNPGxhIKSXo898VH1QL5KY9Kh9RiR+z8wkSueR1WUdaZPEdoyaVBI+JZZdp/LwnD7ALJXC7im9bW5GRSIN6ouZiWROKfZRYruIJlVaDr/PDSrdfqHe06LTXzumUu2ePa/6RBbUbqzXdSS2taIiqsxM4iIHzaXTAIC1Ew+qcy9NorFwErtuf60WUv1GL8Zyo4cfuH4K3zqnfn/TVAE3T/noJSqabZVm4Zx/GObYFKIVFb2ON5YhbAum56B9Wh0nd+AAnLEKZKMKg5izxvgcksYqCggQWOoe+MJAI5DaPszXu9g/nsOzqy3UiYHl2yam8w6+fnINh6aJoSsEwjiBLQTKrvqtbwmIRh3SKyL45v8HAGgvraJ+agEbJ9S9ay23EHUifHm+odMqplxTR5WHsdRT+17pVQEAt1A559qZOiy/b3+BFGuYn29xAiDh7YKjnn1EbWo67+o+ksXT90+qtDO2s8+utHDDnPrdcn0wDWL3uDrGQq0Lh+4dC6JyZHmD2EyOZeg0Bs9S70IIavdcFtovQ7TVNRo5FeFPltXzNSwbhnmlKdHPfYrCtRxRzvDigkySTaltjCSm9wpAxHIPxFJKLCoesAXzwhiSEUhogGdssb3j5DCM4fbN/UJsuoA3mPppcDEbEtE3ZaRToBJiRYaULr2RKDbTqY0uvne+CgB44IQqRrNw7AyA0ZlIw1h5+lvqHIMO/iKWMIUB84ZpAMDR616DShQOMDnzDyziqXpPC3CzmPUuz0KO+ji35MLKewOMJGEYKHgWXN9GrqCupzuxC4mMEXaaunCAPzaDyr4bMHtApbF9380zeNPRKdw+k0N+4TF1rV//S5z402/ju9+c39YOjIKTrQBTjys7k59R+jtcUCPv5VDefRMAwC4qZjKPRzo6w6OfUsYMJE59zBEzyYbcxABKmJlEbSqxPM1Y4+wRzkxhRlKYYiQx0mN2LbxN/xghM5FIbDsO+iylZHDikgyLzF8BzBFTol9mfqTMkZQhQ4ZrF1lqW4YMGTJk2AlU9Z3MKmTIkCFDhtEwekr0ywuZI2lElMse8qa55XebRYxHy8NM5KCHNC2UvJX+zMAxUscUWgSOSjRSxNu0xSaxbdZKSmsn8f983kILtJJHOZaIYxWBZC0fFlUevgbejzBFirXkwiKWEpcAtfM+rEIBoljpi7wWKvDyRSRuAQlFRBLLReLnkJg2pKXWRTJBLPsaQDLZOhqoaIgpDSlhwBIGRNTre7KDNoywB6PVhtFTEX7ZakA2q5Ctui61HTWbCFsdrWkUdwNE3QBxt6fZRzKW294Pvq/GkKi1SfeI77mwLdh5Ko9K0d5hPaSwG20S245Ja0JrJoXxJuHti7WpYT2kdJveSanli7XprWDHMbA28u43YeTUtpcY/vN//s/45//8n6NSqVztU8lwEXiWgGcpwW0WquToGkeTy54J0VV6NKJLTCQS2U4i0qRZWxiIgAJ9VigzHsNWB/k5FeXlKKuZYo4CgJXzNRNJ61jwfilSHJfmEAi1fUDaSFXqg9baAZ4kLSQukhBQ9HaVxKiDxjqCxjqdU23gnIdFUvl7Xj57359h9nYlOrm+JHAcqizxT7xaiWI/slhHzjaxu6iuK7f8FKLJgzCjEMJT9mHj8eMYv/NmAAu6v25/60HkZseRP3IdZF11OMnqeRiuByQSJIWH5XaEIE7Q6LFgtETBMdHoRpp941gCJ9ZamCg4KVas1FFVjt5a3SrMxjLi9UX0VtX96K7VMf+tM7q///MHF1GyxIDI68X0MIbFYI81VDs5+mwVuUkWeaUoNLUFI6+u17hwEsYhFZEueqw50W9T7ZDYQXRNs0XFDmKG0p4xX2tbsMagT2OHFWIo+Y6p13HXv0jnyIKt1U6EfWUVoa7Rfa7Qu+Gw1oqw+hHmtbMAAGtaMebCC6c3vQs7xajVd4xryLZkNuGlBSZra+YPvfo0zFcaSaybzcVWmNmXZhhpbSQSKB76jIR/BUgeq9L7ZZtu//g0PWbmCOkdQyYSDoknW8QyEsxoSpdkJ0aSdJVGUp1sy0pbbXN6o4PjS2oMXltT/XZr5ez2N2gHWH/2ERjCxBdsofsn57pJHDz6alRSNsnyLbiPLWOF9OqakYQjDEzl7H6hg0oBpp9Lif8rlkresTBRcFCjvq3X3QVhOZBRoMW1C5PjmN5TwquOKmboD1w3idtn8iiuHUf7W18CAJz64nfx4P1XxkZinCUbfeiMsq/MWHbnTsIpVAAAOXrmbl4xk7gQQywT3f/xdICZulwUxAh7Wk9Raw8yI4kZaKYNro3ADKRetJmRxFM47nLTUxItvM1tVgtr07GjULc1HjPpeYt47twco6ZEX0v4F//iX+BjH/sYpqamLnsfV6Y8lSFDhgxXEZyicKm/bQosXpNoNBr49//+3+Opp5662qeSIUOGDNccuGrbpf6uFbOR2YQMGTJkeH7BVdsuaTeuEcOxsrKCT33qU3jssceuaD8ZI2lEzNw2jYI9eLuGmUgMY8RZ63BZ9K3YG8lQOfU0o4WPz8dj9pGg8zQdC6anvOOmzUwka2AbwxSbSr8zWCNJhhEiinozIykmhX9mx8RhrNkxMpADZeAVE8eA6ZiwKJLpFGzYecVQ4kpw/L9dzGmWkuHlIfw8hJfrV/xxfRUNYI+3IbZW40+kir6kPNVJr4Mk6CLpErOo01I6R606QopeB/UWgkZbLwEgbAUImqGunBYHMZI42XSdwlEsMDNV4YFZYGbJh5VXUWOuopR+VsPQrC9aso5SWmsp7vY2PSt9fhyl2sRM6p/zMEOqfy1pRtLoveJwm97q+Gk0wwh4duTdb4axM0HUaw1BEOCLX/wi5ufnEccxer0evvCFL2D37t14//vfj3e/+90oFAowTRNzc3N429veBs/zLr3jDC8IlFYZULZFv3wyvU/MULKEoau0GaGKQiZdYkdy6XM/r7WRgg21ziZ2J7/PuZlJNM6oMsmFvTPqd/R+MyPJ8PMQFIk0x5RWBEdWY5+0aCwXAUUM69SnLzRVP1PrRZjfUH1ig6p8hT2uGkdRz4WTm5hIO8HyE98AoCq7yVtfg1a9i4d2q3M7MKlsRYtCnP70dbCXnkEiTMQtdc/Gb78BF778TUzffQOWH3gaANDbaGHsxv1Y+NuvY/c7f1hdp4yBOIbZXEFUUZWDbGGgnUit53NipQlTGAgiiRxVOEMk8ei5KgBg/4Q6nz17PK0bwUuj3oKsriB89gk0zi4BAIJGC91qF391QjHQmpHctuT0xcC/YS2PfTkbVYo6F0jHaPE7TwIA9r6J2AFTuyG69FwosusUZ/U5c/UeBpuAkCLN5Zyt2QnMTOpXRBV6PTO3cnnVvmt0jhM50scKInQi0nOil4K18hJBZaaTEJIqSFnOYH9mTe2G5bdwpRjJbrwIbUtmE176SNAvh87aev2qVjTutwXihFlCoO/oPaLxsIE+A8lgdhCz8fXBUuNBMcgmEabTZ9AOMaOipM8qCSQzV9TSNlWfYxLV00idY4eYSKy7t06smVovQoe1Rcn+GFfIPExj7cSDsPNlfDGv+qGKZ8M7MIZd170SAFAm3VLbs5B7tqrOdaOLREp4FQ+FGdXXu5WiYrKmmC6mYcCzBMYLLpZKas4VBTFsdxbCMODlVb9Wmcrj7oPjeN1hxdy6baaAsdY8gke+hvNfUXqBz3z9HB6sXjkbic8L6Gcu8DxONqqQVcVcNR2q1Ef9fIEq78EyN7PZ6Pf9amlh/2B0rISYQNwGE2EiCAertA0vw1QmA9uUJNmskaTbsq7QRuchIyRBd+BcE2o7BrNcE4kr5c4YuHbnG+vr6/ijP/qjAbvxd3/3d7j55pvx4z/+43j7298+YDfe/e53Y3Z2dqR9Z46kEbH3jbeh5LtbfrfVZPxS6UBbpUClJ/jDDqStjmWk0qHSnRAYAgABAABJREFUS+58DdcDSPRO0zDFYBobhNl/8ficaFLDItKy20ZvQ01iumtDpafjFqKOKkmvy9a3AlWinmjraRE1LgFs+RYszyKHkjo3r+TCzttwUw4XO+/BznswPQcWOcUEiXuLoWtC+p7Lfgcoieoog4icYr1UOkgXYauLqNVBr96hdSG69R7CVoigSaLY5DALh56baRiw3ZTTKO/AydvakWTaAk6JhFynxuBNqEG+O0blmykdg4XJYTmDz4auYeD5yFjTN/lZJT2agLIgbxhpp9JwW9qqbQ234Z226a3a83bHSqPe6QF/+rcX3eZiMKDyli+93bXZ+//kT/4k/s//+T+YnZ2FbduwbRtHjx7FV77yFXzsYx/DH/3RH6HX6yGOYywtLeHWW2/F9773vat92hkIE76FfM6GZwk9qBsuoSvisD9QC1UflAyVPJetBmSNUrLoneI+I16r6d84RRJYpr7DmVB0dYNKwIvShE4R0kLenuqLWAS1FSXosiOpq86D6dwrjR6WaZDL4toRTQzaa0oMOeo0L+dWaXD6W7e2guVnHkJ530247zEl3r3vjYdwbK2Fu+bUORuUCihra7Bn9wIAjn/6/0X5wAwu/P2j6KwpG1Y+OI35rz0My3cQLVK6RBTCvf11MNobqOeVI8kxDax3Qqy21TmUcza+d2odvmPhiWeq9LMYR/dW8MSJNS0+/e3TG3jHrbOodSMkUPcahkAiY7QuLGP9mHLwrT69ji8eX0fnEim/o4L3sx7EcBbVtXarytFXOTwHADpAYrXqMDvKfotYPVebnIcl10dA7aodkgh8rJYFCnLkbFMLrftk35osSkuTzIJnaSdTg76bKXAaW6T3s0JjhemCaoOc6uA4qp1JJw8zUOctKeWCna1oVPv2/TJhwBjRbrz4kNmElz7kQLEUmmzTuy5JWFtEBmzBzp3BwioDLuGY04HUO8cT7oTWG67spw6l0pEAwLAjGIY1cB5RqsgNQA4ven952LipXLthaPkJdhp3qb/h/djCQJmczYWKcnwWZlTRBy7acKVYeepbyI+pPu8rFR8TOQf+LpXSM37dXShTH2PnlS1rLtQRBzEs34I/oRwsTikHw8tr8XC+bt82UfFtVIqqv4sjCS/vwDQFxsbU9dw4V8KrDozhFirSMJXUIE88gJX7H8K5b6hrvFhq805xkOZWxTk6dwo+wbL1HEIE6niCnz07hwxDezO1EzLluGFoMWuzb/cAIKFxTiwT/Yz52bMDqUu2ohfHeozB6XMsID/QC3NqG4+X6BqSsIckHEyxM/glSKdXXrEjaTS78WLEu9/9bnz729/GzTffrO3Gm970JnzsYx/Db/7mb+Jb3/qWthvHjh3D7/7u7+LEiRMj7TtzJGXIkOGaxcgRgmuz78df//Vf4y//8i/xQz/0Q5u++8xnPjPw+eTJkzh69CjW19cxPj7+Ap1hhgwZMlxbMK5hJmtmEzJkyJDhKuAathv3338//uZv/gavfOUrN333kY98ZODz6uoqpqensby8jOnp6UvuO3MkjYjS6+9FqZDfWuRxq7SqnWC4LOFQOcUBpI+vqYPW4HcitT6d/jX8+6HjsZeZ0ys4Oi5ra7A3lgEA/pqKDNt55WE3vXUIs6qOQV7mqBMhDiQ6FHFoRhKBvkSi1HdD+KaAv2bAo9QvO+8QQ6kJh+inlm/ByduqnHMqLU84NoTYzM5KQ6eESRaiDiHDCHHQZ+sErZDYVAFCipIGzRBhK0C3G+mIbydOX4OCI4CCJSACovPmBWzPglty4VMEwp+uID9L5TX3zmqBW04rEWUSxyUaf2J7m5/nMGScEkwcihCkWEvGgCd+8PfbYov2dUXYquRm+vjNFoBfu+zdG0Y/CnbR7S77CFcXY2NjuOOOO0ba9vDhw7j++uvRbrezScOLBL5tImebsIShy6FzCV2O7HqtNRgRsXyofxXFCgAgIbq93FiGQQwku6Siit0FlS7lz5BIooxVWWKk+hUWnqT0IGtyVr/jzECSnorQBq5ayijBGon5c6nbOqV6NbsRfOqvW9S/tuqDbMjkYv3LDhF1W1h+4huY2afS0T73jdP4uX9wVA/mjDhCYjqIVuYRE2Nr5u7r8Mjv/z0sz8L4deo9uP8PH8Cdbz+CCMCxz/4NAODQ218Fa2Uexg2v1Swx2wCOr7V1etb59Q4eeXgRftGBX1A2qbrSxoPVLkxL4K8fVkyjf3DHLpyv9zCTd+C1VujkDAQnHoWwLSw8oJ7rUiN4zthIQD/Cu9KLsZdEXjcoLaN8QKU3NudJfPvOVyPeUP8buytqSawf2/ZRGBLJZox5KrS70Q01K2KFUtuniW20QG3As0wtvD1LrIJat89EAoCiY2p2EjOSWHS7SCWo64HEGLcnh1h2bOv8PIwrbGKj2o0XIzKb8DJA0k9T43eux0xUGlIJw0Asib1B76wuOpMueU5jMLYFw+z1NLvPSDGR1P4kEnBKndpGs0nivigzE881I4nlNjjVLSWPIGl/zOzgfmci5+AGYpoyq1Hwftx7AQALD/3tFdmXOOhg9dlnAABPT+Tw4FQec9SHlSYPwDnYQLHd0Ax74VgIW10YQmi2r50naY2UR8Ew1DUWPAsVYlUFkUQsExQ8S6dA37yrhKOTecxRv2eePon64w9j8aEzeHJeMXmv1D4wC+zN03nse8UuAMD07fsAAOUjio1sjk1D5It08pQGyen1KbYRePwwlBbJ98cQQreZxKF2Rp91u0M/HZKZScxEaodUQEjKFIuN0qU5IQOpogd83KF5TxIFqdS2ITkYZ0hk/gogruH5xt13342jR4+OtO3k5CTe8pa36LnzpZA5kjJkyHDN4lpOURgFJ0+e3NH2Tz755PN0JhkyZMjw0sDoKdEvPmQ2IUOGDBleeIxqN16M+Lu/+7sdbf/FL35x5G0zR9KICGdvRFhSegjbMTWSHTI4tvWQjuI5NcSAmBnQF+fTudUy0VEE9nEPayELo+/Btsj7b4G88YHSXBD5CdgVFfXm0tGFFHMliWOYnq0FmmUsEYcxnLrajyMMxEmio6fqHA0EMoFpACZFIw0zgjCNAXHnJJZIYgnTibTukGEaMEyxSbMnLRqeFsFm77naVzIgDB51Ii0YHlEUPuoqfadA9s85Tga1nhxh6D+bogtuyUFu0kduuqAZW/nZcRT2qyiAtecwrGml4yFzY+pYpFEhKeoaQfRFDbWA4sBlQhj9AS7fquEIkGH0S2XqdjZiuxrGTtv1wDEHdrR5XVivb95up8d6Cae2Zbi2Ue1ECK0Qu0tuSryYhKI7pHnkFmBWlSYDJlUEMXjmAQCq2ACg+t1wRTGQuD/zdqttmeHXPr+i2Ula/yCnoo7W7D59ToZNGg5UhpnfVe5vIpnod6pN/aRFfWu1E6IXDEaEY9JYMF3FquSSx88Feo11FGYO4KHP/08AwMd+7UNapwcAzokJ7Ft7Ahf+5uvwp1Sf+uXf+Cpmp3IwTIHf+9+qitW/+zdvwF9/6tu45bZp7H39dQCA+fsexoGpGTjtDXTdSQDAw6sdjPk2ji+r6PBirQPLMRH2YiwcOw4AKExOo7Heg4wCTO9XzNKFahc3TBdQcCx8t6We2StWvgH36J144v/+f+BPKhbZt85cvgj5xTDumBDMKKLnw4U1WBcjOPEonCO3qe/omSU2CbYbBoRBOidc6plYWqx1FMYSZY/1ktR3yyS4Pk26IO0wxhSJzdZIRHeu7OnvAGCjA4yRsPcyaRDuLlEUn98NS2htJNFWwuSJpfZj5CpAfGVD12tZNDXDywN9FgdpCTEjiRpuKJKUAPcgaygN7t8lacjIIVFiSKmzGAxiqervkkSPnbRWE7NKwj6rJD02Bvo6N65JfZLVZ+QOM04q1Kd4ltD9yxSxevZPqP7pEdIUOjn9TiwdfxZrJx7cfKEjorWstIiqK0dxfKmBs6Rzt6toYzI/AXNiFv7UqrrWFmVnCKELVgjbUqze1PxDwIApDDiWgE8XVvQsRDLBRMHFHLEzp/MOyq4Jq6EyPKILp1A7vYCNZ6s4l7Jrl4u7Kh5uOKr6zd2v3ofxGw4AAPz9+wEA5hQxksoTmumZmEOZD6ydFQdIQsUulT2yF8GgCLghTM2U1uLj9uD4YEDvi9p0j47BLLswlrpdMws6STZnZGyayzAjKQz7urHcdjkz5wr19AaOfw2ntj2fyBxJI+J8R6BgDU6oJYZ7baJij8hMHG6QfU/npSfuEgmShISVk0FR63S1Bzkk2MefRYpGyC+uQ5MFz+IUDNVBFMtFOOTwEGRobBJqLUB1tqWDc7BPLajrGqpmZzYCmIYccCSZhnLG+Kboi1V7FizfUlXPqDM2HZOcRoP73ErEOR5R8NkQRr+akWNCygRJnAxUOUtiCfQAkFONz5fhCAMFS8AtOshNqAlUcVcBpX0TKB2cQ29DTUQK+3fDPnCDOu7cYUQFNdELHDWJa1C+XKetlt0o1qKnm6t19J8dG+PhzpfblGn0S97zOrEDobl02+Z2Ngq26mQv1q6bnSsUv0s5Qi+63RUd5cWBz3zmM3jPe96zaX0URfilX/olfPzjH3/hTyrDRZF3TBQcC0nSn3xr8OC9U+sPgmigJorKKRKvqT41bjVg5ai6CvW94Zoa7Npjalt/alynxPGSad6cMmceuBmSHcO0lF5p4LRaodQ2ZJWcAdz3zJU9nFwkgWvqL3Nl9fsrqdR2MTSXTqO870YAwJcevoB/dM8enV6xz+lBdluwcz5alMI1VfZwdqmFR2rrePW4umf/5f+5D68e9/HUY8toLasAyXX/6BZVxdP2UA7WAQBlr4i/Pb6CNXKQPHumipVTZ1A9+xRKuw6r81ldRnttHomM0a2pYx4+OIaFZg/tUOIdN6i0QmEeRPfv/wzNC038/fH15+XeTJHt7KRsnMtVg6ighK7YJ0wtws7BAdFRz8woTuvUszoFdgqc7if60r3rFGxph4OTWoYtBJp0XK7k5mknpJqUTOZs7bRscpUmqc4xYpsnEhgxTWL8Cp1rVZ1rcw1oXVnVtpHtxovccLzhDW/A+973Pvzjf/yP4fv+1T6dDM8RJJJNzqFYL/uVrnSVNvrd8NTDSKW2QRdoofSkuO9I4sILOmVoi6AfC3pzoJMdw+0w1s4l7eTi95i6DlOY2pHE0yj+bFBfVLAFytSf7SLH9KFx5Ui6lZw9T+4fwzf2VfBtsjXCdtBaPoeoO3qBB962Xavjwvq4doY3A4kJrwhRqGhba3oOhG1vu6+LwRTKueTbJgqummqXPQt5W0DQ+Ydri2gvrKNa7V5W9c6CJbDXt/Xc6g3/+CbM3KPmG/6RG3RhDRQo1Z0qtMWm0+/cWFA7ptS2mMS+4xCJLrhE/e1Q2zFsW4/qBaXPD6TGYeAQm4TjOcVNJomer2hReQzOZ9WHYUdSqihJNOSIk4PbXGmBBkDNYF4K841Dhw7hDW94Az75yU/CdftFxFZXV/HKV74Szz777I72lzmSRsQjS03kWoPNQ27jMZJbhQW2gBBbN7fhwdl2x5RDzBWOXKTXDzuShmELoZ0QPJDkKi3jvlpWPBtlciCNT6oO3aLooOvnMe56eHihjqCk2CWt8Q46cQ8dS3UovVyCqBMiCmKtowQAhgmYVgLTpUioE8EUgG0mMA11LRYkhDQhpAkkNPilKhJik9nc5p6lnoeMIiCRkFzdDDEiI0JsxggFDWrdCLGRILYTXYaUz5udZD1HoOPbcIs2/AllaBrjOdRKeTjuGO64U0UAnEM3Q04eAACEld1Y76jj1uqq06uS9ggP0JtB1M8b3qI0JmPYkcSdG7cpW4hN6xijti+9bsT2vNWxLnW8dvPKKjwZl9h/ertrHT/3cz+HL3zhC/jUpz6FMXIePPPMM3j3u9+NtbW1zJH0IkTBFSi4Ajm7zzQsSKVLwwwL0alp3aLowin1HWsT5FR/K3pd7RyqP6lK2hcOKnYjD+rE2DSiFcVs8ijyyODfStPRGngxO5D42KkqPPxKDWsZAMDhWeUEf+Rp5URxiV3ijSn9N3H+2I4YSUl79ZLbBKvqvrQujMFZDvB4T13n+sZTqN//NSx+9yQeeEA53c6mIrvz6/0I6vmVLiSA76eI6YX7nsR0tYHyhQ00bn0rAKDai/HwA+exQJXpHvvLv0FMOkJr66c3nRe7M76OEPclEh9+zyvwx+fUzbvV2YDcCHHOl6hU1LpHFnuXvNYpbF0ddivwBMIRBmyK5lv+4LCuuE9pJcGy+1VbSf8wLqlnZm2cRTB+EEDf7nfo2Qeyb48mc6SXRPeYPy801XUVHUs7kGZJe+QZYnftHVOTmFAmsLWdIQ0ucl6ZXG1QJohcGmv0iLXKWh5eHsYVBu8NGCPZjRc77rzzTvzCL/wCfvZnfxY/+qM/ive973149atffbVPK0OGDBlecjCMEe3Gi9y2nD59GpZl4fWvfz3+/M//HLOzahwQxzHOnDmz4/1ljqQMGTJcsxg5ReHF3a+PhIceegg//uM/jltvvRWf/vSncezYMfybf/Nv8I53vAO/+7u/e7VPL0OGDBmuCbxUUhR+4zd+A7/6q7+KP//zP8cf/uEf4vu///tx5MgRvPe978VP/MRPYGZm5mqfYobLRFqiAuintrGMQRgnfeYPky/YP5sO6LHoMbM3mIlEzv5Emn1GLJd+TzE/OIzJux5mk6QZSQyXGf90Hjlp6vdNF52wOf2NmEpGms1C6U0l5Xy+eUotv29vCT9x5y70fuRWPP7IQ5BI0OjdjcVmgPmaco6f3+hgsdpBuxUiDLgARALLEnB8C1OUart7zMf+iQbcFaU5dqx1FsueCavVg/D2qPt5oATs6iKRMQxTTZeNfAloCshj5xCfU+zcZigRBjHmggRFCqBH+QRCGPCsOgo1xUitdUw8M2/AbKrgiSGLCO+6CZMzZbxtUW3TWa6hWw8Q9yIduLY9G/6ED39qTBfvsWd3wZrcBeQrgCFw9203Qdo5zTpKnDwCi9LYh56PKQwIetYcVADFOAyDxdilTmVjZtJwahsiG5KDE9Fg22FWW5KkMmO4LQ+1aZkksE0Wjt/MRNLNmfetRbZDvdTtmqGZSM9d8Q/gpWE3DMPAl770JfzCL/wC7r77bvzpn/4pXvGKV1z2/jJH0oj47pkNuLmtw2DDL+l264ZhbsNI2m798H5jzTwafEl5GUTxlr9LH8MUqZxepl9SlHGcKqdN5Bxd2aAZqu8m83PqN34ZTnkapvEYPE91YFZ5EfnZdXQ3VCQxaHQQtTqIeyHiFH1TCKWHZLpqn8I2IRwHpmPDpHMxHRuGZcJyHZ0KImyzr+IPaLr+VkhXeEiSBDKMASkR9ciIRjHiIETcixAHlMYRBJBhjLgX9tPdaGlStNV0bVh5H07RhzdGkdOxcVgTszDG5+Dccau676U5NISi567WA60JwRHctbY6j3Wi19baodak4MpBnLKXfobDbcSxzIH1puinvw1vO2r7uti6YVxOWwaAXvsKGUlGn5110e1eAp6kw4cP4xvf+AZ+/ud/Hm95y1tgmib+8A//EO9617uu9qll2AaCxOBN0X8XJKUMWxtnAQBG2ENCGgTWLsUKCU8rbZ+Iq7g5HmSjCgDIzSma+jB1Owm6sKgqJPd75gTpKNEATHQbkFytzVYD6kBPRogFKoBqU/VBM2QDuJ/aP5HDI+fUeTjEXMlRKlV1Wa03hjUXngOM7z+izs008MxqE68oqH6j++QDWH74FB59aHGAibQV2PLcRwyZG9ohJm/ahSQM9ORmpamu88zjSkeD2UiXwsqT30Bp91F86msn8X+9gVLg8nPI+89i9hUH8eCj3x79YneAGbKT183k4U8q+8up1ozehprs5A5MQLaVTTaIPWaS/lBU2QVTqvsX0rCQ20WebB7rlwB9JhKnPk7nVRvopew7V2ZjzSRGsxfp7Q6NKduoK1SRrWmGUqeCchVT0aOUyvwEpBydtbUVDLx07IZlWfiRH/kR/MiP/AiWl5fxqU99Cr/0S7+EX/zFX8Tb3vY2/NzP/Rx+8Ad/8GqfZoYdQg5JGuglvZc2aY8CW8lspHfE6T+c2kZjX3YKWI5KDUpvk05xM/h81JIZ8qxv04ukruA2DC/lKOhrI6llniQ0RJfS1LoNGD3lsDBIn1WSA8Okc3VaDRTra2iePIXiuSUUbroFxq4juG7fHiy3VF9yptbFqfU2Tq+2sEzVJLudSPvG2AHWDWN0I6nTdEOpNKdMYWrdWYBsqZSAYBHBENuRRqNE6vskkZDRMVLZAeQEobTdpNsGempuJHt9+2W5Jmzf0mnK3kQZhT3TcPcehJhT9iWq7MGFTozT1S4ema9hFiZumHUw5lOqoBPAswYrZrJ2lW+JfgYKMZNNrTdEDjMZ99sFO5S6QynFjgdYDl18wDdsYBOlkaT+11kWcf+eA0CUaj9hTCn3F9OI2ZS2FvePz6CURJ2Gt/3eRoYYcb7xYkeSJCgUCviTP/kTfOhDH8Ib3vAGfOpTn8IP/dAPXdb+MkfSiHj0zAYsb2u6fnKRBp9cZBI+rPuj14/QUJMk2bRvnYaVDDo/tjoPPrZpCpjUods0KC3QgHGCnEfTRRfLpDUx3VTr9lAHN5VzUS4dQlxZh3ALaj9js7BaVbhtGvi1G0iCDhAE/agI6/2YFkCeflg2DNuBYVowHLV/w3bV96YFw6IOziSxu4H7tJXWDkdVuGePkcQRkigCYi5nGSEJe0iCHpKYO1LKt40jyLif72sYRt9p5TgwHB8iV4RBgrZGvoLEKyL2y1grHQIA1HoSK22KlNR7WKayyfPrat1ygxxK5FhqdiOENADn5xnHHFFKpQUOp6vpfHN6rpaxadtR29WmdZfRhvX3lzhmNGyYdgiV2nZFu7im8IUvfAGf+9zn8JrXvAbHjh3D7//+7+MNb3gDdu3adbVPLcNF0AklPE/1HaKjJu+cYpbux4ZT29gxVH/8CRT2UuqYpwbMejBF+hbWzN5+eXca3PEknPUPovF9fadSpPqcOFG/71B/YwoDU3m1bp2cM5zu/MxSA7fsVnp595MTIaD+qlBR/WC4+yhWj313R/fnUqjOK7r1jTfegx86MgFj9Qn93epTqzjZ2rm490YYo3l+FZWbj+qoeD2IcGGjg/WTOxdzrc8fw6k4xNd2VwAAc3fOoTBzAPm5UzjfvXIh1TRmyUaXU7pbnNo2dbuyPY2zSpzdn1IR7KTXgSDxdrSrAIBoWjnoRLcBaao247JIN92TDk20Jn0LC83B9tCgYAdPUDphvCl4YFMAaJWe0S2zJSw2VNvf6A6myPUiclrlTT3BK1GEXZK+oLV8HKJ55RpJo9iNa2nO8J3vfAef/vSn8bnPfQ7T09N4z3veg/n5ebz97W/Hv/yX/xK/+qu/erVPMcNloK+NNLg+lH1G0rAGzZYFgYYcSrqEexQgCWkdCXJvpZGUbOMM6MZywIEM9CfbsdNfx++bS30FO4bNprJZyfqCTs1mTb/2kmLuNOfVsnpiEStPruI7Z+qYl13cfcNT2PWqg6jceTt2HbwDAFCcmkTFs1ByLTxLc5qFWhfNbkTnQQGdRAXbo1SgNooBJzW3MAQJaCRSz10MuhlGeqycQFO2eN4lE3XNwjC0F8OEAUNGMGheIaMQMgyQSKnZR6wRaxc8XUAiv2cO9v7rIacPYSVR9v+p80186/Q6nji+ivOPPwqr9Dhmb74bk7uUHT4wV8T+CdXf76a04mkKDM0VXS1ozs+lQIUXYKS0DrlQETuSekOMJAAGaSNxG7po25FbO5DipL9uKweS7oZ5PsasJd1uw02i2sZzKLKdPo+R7MZzfuTnFul52cc//nHcfPPNeP/733/ZQenMkTQiqistreWzHbYqVHUxfZntNJKAre3AdsfiYyRDy/QLuZ0jSRgGLGIkWTQobVLnu+GrTmMh72Chpv7n6iznqQrBVN5F2bNghgKuqyLlbn4C1lgEI1K/MaNARThknKI9JkgMQ10oO2cMExAmEtPSFQCksJAIE4khBsQHk6QfIbnYU0m/+Dx4FIahOztDxqpjlxEEd1IyBpJ4+/MFqGqDhcRyIEnrJBIWehHQCyVW5pWRrHUjrJDzaLHa1Y4jjpS0aHDdI42ksBchogF0FLCY+uBzTT8/htCGr78cbl8Xa1MXK+h2OW141EJvcW+0iP+2GDFF4cXesY+Cf/bP/hn+8A//EP/xP/5HfPCDH8TS0hLe+9734tZbb8Xv/d7v4Ud/9Eev9ilmGAa1z8mchRa913mqmCWpgIEx/zQMip7JZlX9jhxBsqUYJKbnQA6JpbJDSVAlzXhjBWaZhJ7zajApmeaekGM+aOuKkSuB6ncncuplTUdmOWrbYO0aeoHu3lvB10+qanNHd6njHrugznF8TgUSuu1peGU16Wcx6isF6y9dN1NEwTb1hOfUlx7C1xYvj9W41IuwemwdB/+v6yEj9Uyq3RDnj69AUGU7GV5a0yiNzvoSThLj6eGFBu7dVUJ7aR3/6NUqVeLPv3X+ss51GJNks/dQNbjK/jLK+9VzbS2o57PrDfcAAOKO6mP9o3ci3lDVgqxxxSjmFIvEzcPoKpsFquaT12LbfYdSiZyhtZqyV+wAWiS75tum1v1jdIkZPUYTl/l6V69ju8Xtreyqz81AYiavxgDk34TD4vCFScjEG/FObY2RU6Jf5FheXsZ/+2//DZ/+9Kdx/Phx/PAP/zD+5//8n7j33nv1ZOE973kP3vKWt2SOpGsISZJOV9vM2gCA0OhPzPmrrWLaeoI9zOJgtokwYTCbQ6e4cdW2/jGZ9TTMHuxFEp2QNc4oKK3T7/q/H2YkGQ3qb2pUwWz+JFok8ls/rRxJ68+o5eozqk97aL6B0xTAWEGELz6yiO87X8f+5Q3Mvl71u8UbXoF9pd1qnE/n4VgCq80A3TDSKVQ8dNUMooTmEoa46AA2kXLQicT3J9meRcMFZwwD6jnwdjy/EALCUf2jXRSwXBvuWBH+bmX37H3XQ04fwWJo45FFZW//+oklnHp6BStPfkPtoxfj5FfPYWnmgLo/19+OZ+fUOGA/OZeum1HL3nRB970uBZ3zPtGsRN8twHaWl1KLbVOaJYDEG6qWNuTASbBZZHuYkRQnCUyDU9vU77YiuRlDqW1aizEKNjGSktgbPJ9Rq2BdBC+VlOhhwsCP//iP4/Dhw3jnO995WfvLHEkjol3v6fK6w9gpi2M7XIrdsR2G06/66+OB1K6tj2nCJKaPZZsDyy4NGtvNAPWaGiieo3SGIg0gi54FxzLxGj+Alar+ZgkDpqFeZFP4MCzljU9DIlGO/FQ0JY6Vz4mrtwQyQiQjRDLRkQOZqO/7hm376xNGvxO3TFXJzBLq/ACVxuEIE5ZpacPCaSiG1XdAiKFzj5EoYx8miLkvkyGCWCKKE9y/rIRfgyhGgyIhjXaoHUY9Gmwz+yjsqucUhTEiMspxRAypizxDZkgNp/dx2uDlYqft93LZdTLY2URt0/4xSo3Dlwa+8Y1v4Nvf/jZuv/12AMDs7Cy++MUv4nd+53fw3ve+N3MkvQgRRAl6UaIqwiRq4MwCx86iSl9LXC9VspbeYx4UUZ/nTZQRUzUsLutuuOQkosGdWS7p6CBMqsJDqQJxhRhrhoBB2gguMZnYWcSR4lor0uuKLqfMqkHmfL2Le/ZVAAB/8Zjq4+4+qBgv3yUHU6HiIz5yFwCguaQYVvXzx0a9ZVtijo4xV/KQ7yyj/cRDAICwuXMmUhr+mIeNr/wV7B/9eQBAJ6gjV/SxukMHEiOOejj92Gn14bZZhG4Rle97I7qUXoYrdCTtItbR4TESaiebWzk4piuRlg4qJxGXZRap9ARdxYcG7aynYQRtyIr6jlNN4CpHJ6eYbXRjcLb8AQokcWrbLAWYztW6qHgkwE3BkrmS2rZBFdpq7RD7KKWNmUm30ASHGXB7So5mQnEb5HQbpCtRXSZeKnZjz549OHz4MN773vfiPe95D6ampjZtc9ttt12R/kWGDBkyZHjp2A25BVvrNa95DR555BE8/fTTO95f5kjKkCHDNQvDMC6pw6S2ewFO5nnGAw88MFCqk/GBD3wAb37zm6/CGWXIkCHDtYeR7cYLcC5Xgi9/+ct4/etff9FtSqUSvvKVr7xAZ5ThuUB6vNLXQh3cJk6x8oeDqgk7io3hEGgqtY3SgiDiAdFiIJWelMhNqTzD7JIgllrPk98px9ysc6N1giilWvQUg4jTsXsL86idVKltK4+rIMXS4+q7B6mK5mJ3c2n5b6y1If7+HCxyYE+5HvLXeZgpjCOIKFuAbkyj23cDOJbQ7KQBbMFGSmIJwxhidm0BKYeYW0MDz636E2FaEJYJy6M8QM+Bnffgz0zCmlWaiXJ8L9ZjB0+vtvC1Y4pFeubYqmYjpdFcOg0AiIMueh0V0Im03qo6N98xUaL7NUbkgDDhoJHVP1fNXlPtgoNZzEgyTKFFtgdS/9BvgzLVTrXI9pDYdpwAprF18Now+szVtAi82jnLfsgtUtuGAvDGlbuBxDVuN5aXlzE9Pb3t9xMTE/B9f9vvt0PmSBoRYS+ASEa7XVsxSEZhlez0u+32vak6w0WObwgTMlLHiCPVkUUkthaFan3YjREQk6ZVV69Izeq/kIlMsPtorDtrQLG0LsZGSRIlbCdTed5hLBHGCaJYIoj6Qn5qvdSMqyBWVQDiFBNrK0qpMFR6l5lK43NMtY4NiG0KuJaAYwlYep363jb76WGmYWx7PcxI4+8tYeDhY0t0f/u/iSOphRK5Y2f2UZqFxHRNfn5bPbvhdsECt7xebrHNlud+kXY5CpttlHUXgwyujFEAjNZpv1g79lHAnf9WTiQAiKIItVpty+8yXF2UHIGiK2AaQGIrhojWhOj2U7JkSzFWmFHEwtqclhR3A9jFnP4fABxKY2NBUgihWSgMXcGF9G+kk9MM0AK9FOsd9Z6vE0ty3LN0ykSe2KmPU7rWRM7BOaqO8447FIPlvuNqYHvz3goA4AkANrFIErlPnRql6lVPP36x27Ul9t7zA7j9gGIkHRrzAdlEe1npTJ08fWXt/sln1nH4H5bQJVsyVXDRrl2B/o6MEdJzfeJCA3vLHm71CmgtVgEAd1U8PFHvobdDxiczkfYRE5hFWPf/gNJDMoTA2FF1r51KQZ8LANgHblTbEAMN6GtmIUzPWCl9wVcpci4xk6pCsYUmfRNLbdYZUT+p0cSONZLGfBvLpPc3SXoc/NmhbW6aKeLEmrrH+4mZdLqq2tQds+pY7TCBT6dbJbbuJKWExuVdiI36Re7WpWHgpWETtnMiRVGEBx98EK985Stf4DPL8FxjWGybHTlmnJqIs6yF1kjaPA7T8wGtlUR6SMJMOZJoHbP/4giGM5RJoFPBaDwe9cfrPNYOUg4Chh4/s8OBNfpqisnaWlhD/az6f+PZKgDgmYY6n60cSGk8Xe+h9Iyyq4U9p1Cc3IXS7gomqL9shkoLyTKFThH0HROWYcAyeH7A+kdDjEc55LxgpNP+Utc58D87lWjZT53j9Ael/2r5/bGdYZlwywWYE7MwKmrSH3hlLG/0cHy5iYUFks0498xF70lnYxH182obx70ZAHCBnEZTRQ+7y2psEFAKmC6qk5rnsHOGU9oksUoltSVhWzC3SWljh1xMIuZAKqUtHnQoxUkCO2Htqi00krR3itNXBtvrQGobz0Ge42pt+lyel72+MJibm8PCwoJ2Jt1666344he/iL179wIA1tbW8JrXvAbxcAW8S+CacyT9zu/8Dj7xiU9gcXERt99+O37rt37rosbyf//v/41f+qVfwunTp3HdddfhV37lV/C2t71tx8c1LQvCGu12STmk+I+dTbC32vZiekrp46WPCWt7J9PFjsUOGxZ5ljLRjg4GfxcFIaJOE/NTZZ3C1QljdMOo31lEkhw/gGTh6CRRVdSifrWgJJaI4wQy5TSS/DlOUlpQ6vsk5ZVOki2cLYapJlfUoal0LwEhDJ0SIEwBQQ4jwSVLTQOGKWAKodOFDXIk6W2EckzZlnI4AYBnW/BtE0XPwtKzahBu+QVYjk377Tvf5JDhT6clDqerXeyZbXIopT5frM3wMYd/nz7WKG12q5S6ncCQV9YFjSp+dznYaV/zfOH56vxfTrhadsO3BXxbqEEa5/dTRZqkolKQ4ie/qdPUWBOJHUimrybahin6g7qQBnMN5UwRY6pdCC/f173IV9Q2pMOkU5mS/kRkva3aC2tWFCiFKYglyuQIagTqmHOUuhTGCWya/HMlt9cdUQ6tC5TK1AljrBWUE4HTpBeU9IV2ko+a6uYUxuAVHMxSyeYxzwTOLyDqqEnIieaVpca6woCMYhTJafHQuSpy5fzFf3QJdFZVNP2pU+v4RzfPQrpl7PshbmvfwdNfOYOLK/sNYq9v4549ysEycUQ5eUxKs69cp/oAYZpwpycBAM6R2wAA4RlFUdeV/KIQ8JWu1abKOm4BBjlqBDkd2fhVEtVe1+M8JmkiskIOJU47Yz2LbiQxRh6g89QeJsih1KYxxDMrTV0pltvQLBX2uEBaS3tLnnYgHSip/cUu6YUsPQOrceXVPp8v0dQXwm5kNuGlj+EJdTw0VoxFaiIueRu1THjmvSW7hgOUfTaHyXaDWUpxn5nE78kmeYdUtejhitE6yJu6Bq1VqquDUeUyCoQEjTY6G6rPaFLK8kY4WvutR7H+bXe1hlx1DWK8hpyt+suSa6LVs3SgGlCp3LYltCQHuE9I9Y2JJKdSEkOzWRIJI9lcJy+BLu+jrl0C0hjSqk2AJCXsaZgW4LgwfRcGFSUwLBOiUIGRLyOhAkbNIMF6J8Ryo4cu6aoG7Us704OmGiN0W2o80W0r213rBLo/DrioD59mus1oUgI5Brl9pO/PsMOGroOvUel9DTGRqO0FKSGk7bRYBaA1qXTb4bbLYttSbl+dLX1+o4q3boNR7cblGI4Xwm4My/CcPn0a4fAzvQwtqWvKkfTHf/zH+OAHP4hPfvKTeNWrXoXf+I3fwL333otnnnlmS7rWN7/5TbzrXe/Cxz/+cbz97W/HZz/7WbzjHe/Agw8+iFtuuWVHx/byLsxtGAGMrXRlLlbCkLe/mJaN2IYFs9Vvho9/MbHtnWrg9B075FHuqo4paKyjW1vBavNGrNIgsNMNFYspVX0sjmLIWC0BqAGOlKpqAXuX4xBxHCKJopSoW4gkkZDpdUlMHcdolXAM1gsRAoZhQli2dgoahoBh2hCWravCmaat1tF6AIAQME0TpkWVl0wDpmXCtAw4JE5ueyZ8z8Zk0dXaIF55Ck5xnL7PaUdU3+FCjCftZNr+lUw/8+3Etrf7Hrj67XMrxL0rG+gKA89LattO+5rnE89X5/9ywdW0G61QQoQSJaevTcSDGaOqHA7m1G5IqnAZVqsAALtAzgwdiBCI2mqg7M6qCTVH3rjCjXnkNj0YjT3lQGLnQEIFAbqR1I4j1r7pDUWT26FEixxIYz4xHKl9FR2ho7y8jit37Sr1CzA8dE5dR5GYND45ljaWKwCA2twRbDz7MNprFwZvmDD7TJpcGVNHb8MP3b0bB8l5VTAlkm4LK6TPdKV1WYShhMwFOfdsIdC5QudUHCjb2GmFOLnRwr6DE/AOq3ZTeOIEbi8vYp4Yvmc7W9uw28ueTgU5engMe16tHARWXjkcJ25WKQ/MTsvdejcSckJyhR3n1tepzx2acBQn+u2BnEWJ2a/qJ/PKIcii2wkJjvc8NRnzk35bYY3BOXqupyj1xBaGdg7NFVV7eHReBVX2jqtnOJZztNi2FuUdsk3dWGKc2k4jVN+VBKVXjO1BbDa2vG+jwhjRbux0QvBC2Y3MJrwwuFoBiDR4gq8dSDpNSKYm6KwfOujIsdIDn+GgctwP4AqLqnGxQ4lFt2WsXwHe1aZUt5QjicEMpT7zRPaZOvz7dOl2ADIIIcnuBDucn+RMoRlPUiZIoh4QB7BdtnUWfCdCIZLomZw5IOCYQttDSxjKByLjlDC5VPeJl7h0l6AZZEhUWpfs7y5GQgWFaF5huzBsB8J29PkbtgvDy0P4ecS26kPDSCKIE8RS9jMf3ByCEbX8pBbLpvtLwf30+Wok7KQJdDvg4FUSD1rcgc+in06pLqTPSBoW2e6lzgMY7IuH25JhGH2GHDv5tIZkSjienUv6MrZS677S1LYR7cYO8WKab4xS3XsYl3VXf/AHfxAf/ehHN63f2NjAD/7gD17OLkfCr/3ar+H9738/fvqnfxo33XQTPvnJTyKXy+EP/uAPttz+v/yX/4K3vOUt+Nf/+l/jxhtvxC//8i/jrrvuwm//9m8/b+eYIUOGFxbGCH87xU77mquNy+n8X2hkdiNDhgwvBoxiM651u3Et2IRL4WrZDKA/ufvwhz+MBx98ELfffjvuvfdeLC8vb7k9ByDe97734aGHHsI73vEOvOMd78Djj+88nTdDhgwvPoxqN3ba876Y7Mbl4LIYSV/96lfx2GOP4aGHHsL/+B//A/m8ip4GQYCvfe1rz+kJMoIgwAMPPIAPfehDep0QAm9+85tx//33b/mb+++/Hx/84AcH1t1777340z/9022P0+v10Ov1vbz1uormlSZ8WF5uS+O8VeRncwW1nXnYNzFOLuIFNTSFcPvz2I6RtBVrabgKnGISUYRBVxlTv4mjQIm6hTG69F23HaHXDhFwZbJuB3G3gyjq6ipdMuxBxhFkHPaZRjtgGe0EiWY80TlfQpbHMG2VAmcpVhJAgni2C+GoKK1leTA9H7bnI6LqMq60YRgGep6FmKLCcaokpWWbsIm9ZJJehE6xo+drbFFtjVk/WzGStmsXhmFcMiKZbqNXWmXwYucxjPR5Rd0ri5oaMLZlRQ1vF0WRfp8Zrutu0h66nL4mw6XxcrQbeVug8P+z9+fBlmRXeTj67Z3Tmc+d696aq3qqVkuNhpYaCSwkpPdTP4F56Clk+0kYxA83EA7ZIBQYyWBJINkyEcKBJUcgKQwCbPqJhxnCGIOsAcsYJGGBBlrqQVXd1dU137p1hzPnsPf7Y6+1czjn3jq3qqurqju/iBt5T548mTt37tzDWt/6lieNF7mQupZTsQvXt5pI3syMOQH1iYPVywCAYLaZepDJu8iaNxzKpEcDYGaP+Y71JxqUxYnYSzUpcIFC2hZrpi861zXXqlKf1PBSL21InkSPvI2BKyxThsPdbqfwtfMUjqC0hiPMfbDuEqcdHtxhwq/+9ql1vPT/9QL8r787j+6Zx3H5fAeu5+DyU8dRWzTsm+VDc4hjhXbVw15ivsitc7j0V1/EN08Yyv6872It3Fk/Yyc0XIlws4vIMSEEzUoHQdW7wq+mQ3d9E5d6IdaHCZbbJoxx7thh3AVg9F+/CQB40bF5bD3dwYnuCPfsN2Fnr3yJ0TpqHzGeyGCmAZ/0saor5vm6S/sBALJl2K6q34F35J58ASLSFJo/ZI5dfQLJnjvM/6R/xKK6WkgIYlJxW2H2ku+b9zSSvm0X3FbOU9tZqJnnEyUaEYm4rhPb6uii+f0GfU6UtqFtqQahufRFCttYqPnYJLbq3oZpp8yiEtEgzeB2lZh+3ACiKCrHjRuEGzFmMLKLOwD42Mc+hj/5kz/Bb/zGb+Dd73732PFZBwQAfOADH8BnPvMZ/If/8B/wsY99bFfXlhPaZ5aJBACOkBnR4jxbyc6qhLQsVYuMlATAQsWsm8RC3DTGJGFGYxR0XZHbAimLhHVSLSNJsYZTGgpnQ58m6HxK33xXpQ6hRf1MlxksE+apgRQ4WPNQXzR9pFermJAxITNlNowjz5UAdR2ea8Y5n8rhQMCBgFBJ2i8mUbpwuAooBcRa2+ehFKBdJ+1j/QDCDaCDqpXggB9AuC609EwYHEx7cIVAI/BQa5p+sL50EPGoD7UNK0m6PryaGVMcCp2XLktzZObuvL6whc5oHtH6xWojETMp16aKmaM5jJ5CoyMV23aQ1UQC8uyjopg8B2nkwg1tWGReHF4nSarvRXqMxfJByjTk8yox7bgBmD7qZhs3hBDodDqoVCpWx7jb7dpyFss7La46tO2zn/0sfuInfgLf+Z3fiT/+4z/G4cOHr/ZUU+HSpUtIkgR79uzJ7d+zZ8+26erOnz8/8fjz589ve50PfehDEz0gt+1vw681piprMoFSV6TrFT9nkX3JizQ6pzgoTDgm93IWylKMYY6Vtp1+UhgE2HhkUtKb/zk+l40IKgqRjAbwXCdnNNAqNT4l4Qhx2KdOL7T7VBJdF8PRtUInEXRijF3CGpI8OEkMyeUNFCAlpBvkjDBCCHiuYzvwoDGHWtv8X234qNRZO0TSlgYx6uB9V6aZL2gfhxE4ha35P98edqKIpvvVtsdM2y4nfZ5Unish7Lv46139Ig8BDTmF3oiAxqc//Wn89E//dG7/+973Prz//e/P7buavuZ64np1/jcCz7dxo+JKVFya8PN8lIUqGzPm4/pqKoRME6POUybkK5gxBhjpekhCE84jmybUSJKwdrJmwrzcPQdTWjdP5lwzaeHwICQaVde8t+d75lozFdMHhRkBTO5zmrTg50V9xRF2wrePJrSsl3OUUtKf7YT4roMzud+xUYEnYXMNH3//2BLeePcePPZ3Gn93oYPHzm2heu8yYqutl+Clh+fwHcsNBFRmnDkNFSc4dsiE7v2PRy+N1fluMEg0nMBHSBPbve3KM8bk4IXahW6EPW1TV96dL8ZCex7fuTQDANh68hzah2bwotv32d/d/QPfD50k9vmKSg2ybsaQ6JTRlhJ33m+2fWNQEyt3Qg+McSiePwwAcDYpbJAdTbN7Ien4pGkMjM6WMWaq6iyczkX6jjS32FjDoYZqgMQxC5KEJvZtajujOK+BAaRtZ5VC3WbIQPftC100KGzNa5h2yu3jfhJsf3J9gJetmLa/TlpJKzVeWbhWv+lqMe24AQB/+Id/iLe97W25fTd63HgujQlXwrM9ZgA33gGxE6XBhrOJVO/HGmwKC3QtZGYhXdTDpHC4MIbySESfHKAcHitUbLNfseFo0kI6LqwrkoKBa5SkYXiaNEMFhc5yggivXkGFkgg0aCw5Qr+Zo74k0cbI1HAlTkSmP6jVPLT2NTFzm3FS1PctQDbnoN0gZ1iTEGZc47m2I+FLCc9N59UCFIvGxiOtSYNVQehsKN74Gk/DOFFsVJwGIHQua5nSGlo4tv8Srgfh+xCxb3sj4bhG2zVzTc/1MVNxcXC+ivU+r0OXUW3NIBxQKPPCEcSDLhJyAAjpwKubcbLaNP12QEb+RsVDjdYePt0/a71aHaJwaA02LK7N0iYTZ/m2nZl7U9SIE21C6oHxkDbe+pnkTdnkSAANXxzin5BBKyuyDQBxZNvzdq+OFvLaNZJ2MW489NBDeMMb3pDbd6PHDa017rzzztznl7zkJbnPVzP/uerReGVlBV/4whfwoz/6o3j5y1+O3/u938Pdd999tae7afCe97wnNxhsbW3hwIEDeMXROVTrzanPs51Qnv18BQbI2KJ9QifuTPG8k0wHli1HtsMvvtScyrNP20GUYJMmg2vkde5tmcHPC1y41QZmawK9kZksJ7GJJ06ZJy3D8HE8xCPj9ZSeDxWFZEyiAY30kK6X2v4VwZZ1YcoqHJkykjwf0vHgBsbr4QRVuJUGgqqHgARIg4qLVt3HbM1Da/9dAIDmXAONGTMo1lsB5smz3iYPbpU68xoNlFXfsZ2qX/Ae2K1IreK7aQOMYlsArtwes9e3nzNtcVorfRGDno//71X9kqHHs2lsgze84Q341Kc+ldu3XSa0mwnXq/O/EXi+jRvDWMGPFaqeBAakP0FGI7Vl2Ea6vwVJGdjCTWMsah7aa76jvjDc7MBv1e3xAKDoO/+OF5v9oz50zRiZOFsbM5OqZFDaHKXvChuO3ILHWcMwqYB0Eb9AWkndUKEdkMYTtbmjbXM/bKuquIFlrDCDZT+pWQ/I4PCipb0YJhqH2j7k+SoWGx5etKeJjWGMLfJ+3j5Xw0LVReBKNEZUV0mM2p5ZnD7zzISLSAH4i4uoxqZO1/oheuubz8i5G/MzGEYK57sjHJkxhqDa8gsgzj+F2m2GGdT6rtcjvnAa7p791oCz+R2vge8IVGMSZdcKmthC4qUmS5vySJydxNSVX4NDwqzsCY5nDbNJRqyT5cPpmaxIgrVQaDEnw55tM8xWUtSWbJru+jxIcsSKsbOhsBumY7Znx4l0wQYAT6ya+9k3V8WpS+Z+2qS31aQFzjcpO+ALFhv23Hvq5n42qIHNFbMqXRWmHzfe9KY34dd//ddz+270uPFcGhOuhBsxZtxoB4RhYeT3FfWPEqnHGUkF0W0QM2cS0nl3kmrgRHmNJBlHVtvPleYdZYODN8GxWXRGs4FrGCvLJlI0FrGTQ9bMuiqYaaC2ZPqwNiXu4eyUK3T+ymwFzZUG2rftQ+PMKsJuH0JK+M0q6ivGkOQuH4KYWYIKGhiR5lKsNBQ0pBBsR4IrBHxXWqOIK8mIomPohEWdE1qTKGB3CYnpeQmTrChJ59yJ1nBoXaGFazSRnEEqpCSl+T8JLSu0Vq9hvubh4EzVsjgXGhVsDkIopdGq+li67QV49NwWuqRXN+yn0RAVWm+02qY+5+s+GrTm4DHao8coKNxEhUPL8hnTSKI+XTjSOsGER/MaurcoQ1YoaiQVyQuT1h82sV1WI6nInLPRLElatu3Wj9lseVeN6ceNt771rfjIRz6S23ejx40///M/vy7nvSpDEg9QQRDgoYcewgc/+EE88MAD+Lmf+7lntHBZLCwswHEcXLhwIbf/woULWGbx0QKWl5d3dTwwmXoGAC9ZbqHRbMGZwqCZ1R/byaC0ndDxpEV50ZCULcdOi/jiNaIkb0SIEm07e7YWW+sx3Ug/StChsLXLZEg6t2k6m9OX+9icq2LfbM8OKBVP4lLgIqia34yGEaJRBXEUpyylWEEnRkCbM65pUqVjMW1T/lSU2yr10z7O2jZRVI0gMlnbQGLbHLbG+yTtEyKlQGaFuQHjJXBcaZlDrufCCxwEFQ8+GZIWmj72tCpYblew73az6GvPVLCfREZX2hXMkSGpSSFu7BUI6IFWXImArsHhJDxwcxvwMtaj3Tx7289OMCRt95tJ19jJgLTb96PbucaOXafhGVc60HVdtFqtKx55NX3N9cT16vyfbTwfxw1HCjhSQEZDS+kXXWMUcRYNC0V11hGfPwUAcOskrtk1i26VCdviDG6KstwEFMqkNkzaY7F00BoRGAmJbPNCvx1IPLxqJqeHZ9i4VPQ4A0My+DQo1IAXJkvOEMohpgwbKKQxQFS6ps4CvwaMKESJ300KcWvRhFCudxB84y/gHbgT7hPHsdJawHJQQbKwB5s0/3Ul0BAxBpDAuW+be91aR+/cGuap/0Tn6oWxG67E/GwFw3PnoF5m+oU9TY1qe3qH0U7orm3gb05UcferDuMRMpzc3xxicO8DqMTGYKKiEeTBBk67S4ioztXlAU5tDvHK/cZI5DsC68o8x2USx+ZMO46g1M2jBC3fLMIGNMayMY/Hv6Q6ZxeVvEBh77Hsr9vQsaRlDFpsdEqqbFDq2N+H0lyrT0zlKhke99R9/N1FYwydJePQgLIDLZND5fzGEPvmTJvhMe7UhinPfftnAACX+iEOUqY+NmbupxA3hNfuWYbWU40bAhqe591048ZzZUy4Em7EmPFsYjsHRIkSJW4+iCnHDUDD9/2bbtz4nu/5nmf0fIyrMiQVtVd+4Rd+AXfffTd+5Ed+5Bkp1CT4vo+Xvexl+NznPocf/MEfBAAopfC5z30O73jHOyb+5pWvfCU+97nP5cJZPvOZz+CVr3zldStniRIlnk1M6SHYRQabq+lrrieuV+f/bKMcN0qUKHFzYNpxY/ozPpvjxnNlTLgSbsSYAdx4B4TA9k65LOsn8fIhpWPaM5lwHuEUQtsyGknWYcEMjxGFtiUhBImKOsxIkvnMw5MkDkaF6IZRnFgGrM38SAxKZuPWlucRblHEAt18vGKu7beME6V92z407rwL3l33Ye7vHoHeuGDC8BzXMpt0cx6qPo++cjCikKxhnBhWktbW+ek6Ar4jMoxcQRnbElsPSDJabDs4rLNQhU4j1hqxZse4NKfhMDDHhfB8CNezLCgoZTJXj4YQgTGwe1Ef7aAG0a6gRU6Ug60qYq1RcSXmqx7u+Y7D+MaFDh4+a9i1j5zbwmaf9A+JfcRO7X1zVcxSqLF1OJBjiFnMejSwWUGZkVSEkJnQSdImsoxYlbbNkQ3BLMinTGAk8fORSB1brI1kmUmZrIJcvmJGufSEmSxy1+qA2AUjaVrcbOuNq8FVGZKefPJJLC4u5va9+c1vxrFjx/CVr3zlGSnYJPzMz/wMfuRHfgT33XcfXvGKV+BXf/VX0ev1rBjeD//wD2Pfvn340Ic+BAD4qZ/6KXzP93wPfuVXfgXf933fh0996lP4yle+gk984hO7vvbR2QCtVjCW+nISsiy94kDI3007P7EkcaYd5tgg+WPS/aRflBXSLlzfvsA6HXziJD8oMRV1FGt0aaDpkPeaU/xeHkZY3Rphsfs0GsSuWWwF2OpH2KQUx91RjN4oxihKbAeiKPQty1LX0KkANMdTaxNjrJW2xgCltPlttp53yPQoMnUnpQBEKmhtPopcTlMpBQRErt8RQkA60oabBZ6DeuCiEbhoEyOpVfPQ9l20Kx5ev7LX1sUceWbnaz6aFBLQ8CkcjuKTfZnShd0CA4kJSFnRw6t55na/Tfu5q3nyWFsExsW0d/t+bLnXSPW8TqGQV+prSuwez8dxI0o0wkSjqmOrT6OJ8aGeSsOzBIlhjs6ZhYikSb+gCbVOFML1DQBA9fZjAID4wtMAAG/vYXNsOIBuURCAzrNLuS9Z7ceYpf5qg5gexbTOvhT2fw5faCaGQRMHLbhDUw4xMswokVzIXZO1dgBAdc2xrLkRnTsJAOieeBKjjS5Wf/NPcXxjC429M1h505vg9tYxNySm0/4XQMNBY+uUTZccXb6E9ccvYvbojLnApR6uFt1Y4cjrj6H+gnuhpamLO+brGPWG8BuGhRN216/6/DPLc7h7/wzObg3xQhIbPytmEPVjtCuG1TV0quhECucvD7BGoY+/e+Y4vvO2eZzdMnV292IDHrWDVdIofAEJy57pmM91z7FaVct1U1eXaPytUwrpRtSHJoaaJD0lVTHlEqMeQG1ODjvpPgAgRhKEtOEoDZcZtOZaT26YcvSjBEt1cwzPEeYprOJi1yxQ1nqhZeaepOf3EtJG+upZU64H7lzE+oC1t8z5NihMZS4Jr5wx40rQespxYzcjZDluPNO4UWPGjXZASHFlUd9JadWz83rALOotS3Ub/UqdKCQgIXzSa7JaSdHI6tB4ZPixmjoZQxIbYwYFQxbP9/uRQo+lMmJi41Pf484SA3J+Bc2DdC1i5jJqK8bYVDn2MugD9+CMu4DVRg+z84chwy6gEhtSpbwqBolAN0rQoz6jHypr2OCxzRUCrpDWYOdKQEQRhEojInRCYW1XEdqmlYaSpJuUiQKIFaDJKKcd14SGOa5ljmooIImghz0ISu4jpINaFQiqdas9F2sNBwJVT8DtrOIOrKJ9cBkrDfObxVaAM5cHuTItUqjgUj2wCRI4jF0OzRivB6b/V8O+NSCxNhIba1hsOx/aRnN5MiilRiNt5yHMTi0akrJI1zvpZ9ZGAidO4hBMFt3ezoiE1ICqhRxjbO8a0643djdsPCvjxo/92I/hV3/1V9FsTse4/qf/9J/il37pl7CwsHDFY6+qVg8dOjRx/z333IN77rln4nfPBP7hP/yHWF1dxXvf+16cP38eL37xi/Fnf/ZnNi751KlTkJnO8lWvehUeeugh/MIv/AL+5b/8l7jjjjvwR3/0R3jhC1+462vXN06injSmpLWlYqdjFtDs52mso9bKosb227KwpXwn1oVdLeQV9SFdO0nXrHbvkWWZJo2R8BAm5pgRjVCD2Cx8hrFGL0xw5vGLWKLJ4TBW6EeJ7TyGsUKSKIyUtp25plhhU/zxcmd1fRR5ErjTUUoj0fnf7RSSlc0MIznUZMJ3Y7/PiloLASHSATOQAo4jrZguYMLUKpQJ4v47TZus+w4qNPBWXYmALmTjkjVZ2skLgCSEGHHGDLa6F6zxSl2ZYSNE+qx3aou7aYOTPnMmql1Y6XXmmkmnO/XvtsNU194FIwm4cl/zbOF6dv7PNp6P40ZTRmjJCANRR4Oyq2gKF7PetM4GBIkpswGJxS29iulTw2EP9RWTqStZM5obHBrHSOrzcLaM8PZg/nYAQIX6ubOUXcuTwvajvBAYTpiE7SVNpB6FUHHYkzvcsGFR1uBA/VJ06jHz49lFhI9/LVfGi5/9PACgsc8sCs//9WO49Ogaehf6WI0GGG2NEP3272DlVfdCtCiUatiDs3wEyenHU82KOMbtP/id+P/90n8FALxitoqvrA8mSJ9eGa+YrWL92+fQvv005O1GvPrJy33c/eL9+IvHvnwVZzSYOfwiAEC/M4IjBfphYsenb1zo4NhiA2dIY/Dc1ghntoZ4+vIA3/iGea4XnvgTnHzgBzFD2c6cl+2zIeUHZs24e5nEqdnA5ElhxyE2GvICgce20KkiGBrDGBuQJBuLhLBzAn6urJHkkmh3PH8YsmvEzQcNY7Bk5waLZTd8F5sUBs9j7GrP3CsvHo6tNO0Ch0W3n1gz5XjhsnkPTm8Osa9lFpODKC/srZ06tH9tzoPpQxR2h2dj3HgujQlXwo0aM4Ab64AQGHckMrKL72I2rFQriY7xPGsgttmsCgal7CLcauGwIWk0sHNTv5Y3IAUuizXLMVYSX9/qrUaJDa/m0NukQWMe9zOL++yY6FJIEDtY3D0m3E8d+g6sOrP4wpPrePJcB0dnamhVqlYOAgCSkWHADGKFLt3PMM4YkpAykjxX2Hp2mZFEAttjyNXb+Lw5VYYbX0zY02kggYamEGUIY0gSjgvN50+MFiBGA+ieYRdJIaBVAuENUHfSZbuIBhCX1hE9/W3E0WksveL74CyYMTbRGnNV88xHsanXBrGZVhoBmjQPqdP6RIQUTt8z/b8e9BAPac5SmCOwg0t6rn1GPEfgdWMYEhEhScZEticxkbid85hmn4sU22sjsdbfhOdlM8vJ1JCkdlKxnwa7CG3bDZ6NceN3f/d38VM/9VO49957r3hsp9PBJz7xCbz3ve+d6tzXaJ579vGOd7xjW4/A//yf/3Ns31ve8ha85S1vuebrJo//DZJ6Nd9gi5ZJOW6yLjbm7LFFqukk6CSbKSADldiXqVieaV4qmyXI9SEC8lL6ZstZFAR9dt0KKiTEyZ2EJi+n9n2g4SCsuRkxQGMIUhnmS6JMCszsel5BT+x0hRhf9yukKTQ1kZMshXSnd1akHbsQ9Ifxzn7SNfm6QP4cdFoySGV0q4SxokshcO8cLxZjSw0W4dAOyrwYE3E+S4Ye9KDof0X0YvYI6QydcztdqEntzT7r69EGt6P7Zo8tpnnNDMhJL+8x2TX0tFTTXboIsHNf82zhenb+zyfcqHFjKHz4wkcFMcCeO3r3bfhAvQXVMQt8jyj8cY8EM9cMQ6O6NItonY5ZNJMLtUXCyQeNsL9QMZJmfuLBCwymr3ejxHpke+QdnCOG0mrPTLoXaq5lf7AxQnBfJCTk2lPm/6bxEqu1M7nycBY5ANj8Sj4n4xP//W/M/Q1j/O7XDJNpFSMc6Ud4UeDi1Of/FiuvoPtxXbiXzkI02pA0WfXabWydOIVX3G8Yn5ePrwPrV9eH1Goe3KoL9zu+B5r64T2NAFGisHzvq03ZHv0KEhK6ngaN5SNozJt6ac/XcW5zgGO1Fp4kw8mRuSoePt9BTIPNei/Ehc4I/+dLJ5AQE0vFIR7980/j4MtfCwD4rwC+45BZbH3xCaOv9ZJDMwDSyfbhmSr6ESfHMM+OnzNn6XM14PtmbE8n5mZskUmUOjPYOcDtNMsaJadTlRgMPXIwzZFo9oVuaBeaXJ5l8pCzDtJmP7IGJAaHXvRtm/Tsd8x63SKh+EXdg9jFM5mMW3fcKMeEZwc30gHhTMlIstmXkzwDlfv9SYyksRA3pXIZ3ABjQALMvJTnryzGzE7QSkbLc8yQpPOMpGGc6qz2qH/q0hjTJkOSMzuAy87PISUXoDUIFo0hqVeZw1OXBvjyk5dx8cwWtNbY0wjQClxbBq3N9dihDcD2t1KkjH9XCEikySYENIRKDCOp2DdICVgN1e3nzFKITCRVWid8toRsVNaZ6rjQwgUcz87TdRKb8LYkhhqk/ZyIQjMOcrtIYqjuJqJL59D59pNY725h6cAdmD1ijHAH2xUbhsihZTUaz+eqHloBM1A3aWsMSBEZr1Q4TNvDNoYk4fr2GXHiBhZTj0kXcRgra8ji9sCGJYYjhXXcc7VZRpIUtg3q4poowxwT28WCZrIWTiIt7ApTrzd2j+s9brz0pS/FG9/4Rrz0pS+F67rwPA933303fu7nfg6/8Ru/gb/8y7/EcDiEUgrf+ta3sLy8PLVG0y1nSLpR2Pz616HIO6x2oNExOMZXFKz/IqN2b/ftkDK9uFC3mRaieIxuWHzZs7/NUhEBwKHQKum5cCvmxXfo/nibph+u286CjU7s3RCUYcDdjMdfsCuxXbSCyL6YbMmZZNFhKxCdVwsxHrs28Rrp+e212BI16Rq569F1rnQvE+5bfpPCOzgDA8yknY1D1nA0JC8ACegmw9DGJbM3gL1ESaZTL7aLSe3Meg0y3gP+brvf5W9rctvLtjM7AdnFO5G9dmd49WK5VADL2LrCgdd2nRuE69n5l7j+4Mm+iHvWYycHZqLGBnu9embsd51TxsjCDJ7umVW0DhsWiO2LXW/sd/wu8CKkG7FHmD2BqXZBtoxAKpjsSmHTuVccs+VMLrK/YSdm0SPGSMR9GGtUdB/9FtYfNcYmv2nuMeyYYy49ZoxNf/bEOg5UPTxNTJYn+yEOntxA0ApQnT0NAGgeXoaQAiIKIebIQOZIVBfaWKqaMWuwNsB3jRKc7kd4sn/lcKd538U9JPrcOtDC3F0HIHrr0BUz+d4KY3zfi1bwqS1zrlH3Dmw+/ShUdOV+qn3gGGb27sPsHnPPcZig5rs4MFPFyctmQTBb89CNEsvIObc5wMbGEFFvC1tnHjd1XVtAPOjiwiNfM+WcfSX+NjH15lL4OGf7vGefKfeZraE1DHLYNHe3W2HKiK2TF1poU+9WD8PxUkMSj3U8rtECytk8B+0bQ+dQUNZRDs2mxdmeho+zxLbiEAw2IHUpE1OiNDr0/9Gleq4OOYS+6Tv2nGcpfO/YgnluSsxCRbuMMyli2nFjl0zWZwPlmPDs4UY5IEqUKHETYur1xs2H3/md38EnPvEJnD17FkopDIdD/Mf/+B/xZ3/2Z3j00Ufx+te/Hu12G47j4B/8g3+AH/7hH5763KUhqUSJErcwtqEhjx128y0IpsH17PxLlChR4nmJ7cJXbgGUY8JzH45Ms/MWmUnZsKCwwEDiUDeWhog14JADw4a2sRM449hjR2DCmjPW0dmHJCO6DXGTnHE4zTTsF8JqwyTPPOkOY3SrxtDNzKQWGZrrNQpjqw9TyQnWwiEGZFI3LM+tUOFCN8S5zQHWuyNc6gXwHIk40bYMSmvEiUao0nA2jo5whYBvMyQ78Jw0tE2omPqECWykbH0JaRhFGecy65ZKZCQ1Jji4NZWFGVuO4wKuB1GpWpaNiCNoFZqyUD2oQR8iiSFGgzRUKxpBdTcRr1/GaGMLA99FsnYeco9hLrdrK0i0qT8iBIGiEdHyHdTJSSS7FMpMeoaqbz7HvSESDnWkdsXOaMcjdnVQgagY5wLr77GoOm/7kbLh88XQtiyTzWaplqlDC6C2oDi0PR+dsR1jyvwwH32jpYskGT9sV5h23LgJ1xsHDhzABz7wgdy+U6dO4fDhw/hv/+2/4Y1vfONVn7s0JE2JSw8/iSG9PHoX9Dgr6myZSOmLI7ZhLWWxPStEIyEPpKIXNvvdtuVhIWfqxB3PgaT/XctIMt5eFrxzKr79jjuSbPmSYQjsOQxF1HwkkaVnAjA0UaUAnaS535MYWiVQcWLrU8ex/V8V3njpOLYuTaYAmX7mesx03Cwobdg7LOCtiMarJ57f1pEUEK4LIQUk9bxCOoDjpm5e4ZgyCJkZaAxFVVaquPx3J23dZZ8vs4tiYh0x+yiiUJZkOLLfKYop5+ec0Odpnq9wJCQ/a88Z+y691yu3vTGmW8LPSF3Vu8CQjkQ3jLY5espz6t3pM91quJ6df4nrD88R8BwBjQrEyGjNsAYBhxIDab/A29ryHABg/fFTAIA9r3iB6YMAO+HkUDnLuBz1kMyRpgi9lvzqzpC+zMmNkV2g2DAIep9r1E90owSzRHuvSOpHeRHCOhKZcvBErf9to5G0eeKMHUO6Z4ymzvHPPAkgTeBwZyPA1zeHubr6qws9vFIBg3US8XYuYPbYYUi/gv7JJ0wZDx+F14oRD8yi5rbvfwnOf+VxeMfXcQRmQvvo+S5GCnAFcGGUeg+PNQIc3NvAhQvm/IcPz6L10pcbfQqi4y/UEpzcGODv32e0nX7z/BaW7r4f3Utn0D17AgBQnduLweWzqMzugV9rm/rdtx+jfoj2QhWHFgzLZt9sFa3AxcNnt3DfwRkAhp3jZeYAZ05uIAoTRIO8Vpx0fXQvnAQAXDp7D1rz5t7mVwzr6/S6YTjN1FJW2gHKyHOORK1rnvnMi5aKK2xIBfeZ2jMhgyIcWJFVu9CU1DfTYg5CIm4Yhlx1ZBYrHc/cF4d+98LYhlEwOGyNFxFr3RDzpKd4mphZ37Hf1GM/w6o6Tcyme0hYfEgsuUB1IUfXqK03rdbF82xBUOLmgNHkNP+zZswkg1JitZHyhhs2oMRKI+AFNUcTFA0jyEQ6hPlxyGgkUQg2bX3H9EG1DDuSjTi8ZUMSbwdhYtmGm8RGbAecNcy88+3abNo/MTuSjSYUkpsMNDxHolnxEAYuXM7upjWQCZcqZk5zpYCEgO8Km9jGdwU8KeDx1D9JUDQiCUcCmtY8pE0kXBcQIo1WAIyEhjC6S26c0VzC+HPL2iK0E0A4AYQb2DHWilYXDRZKQSNOM8nRVrgO3EoAr1Y1GeDI6FJ1hU2AlLimPpjl2fAkJOnlceKFmBNjUGhbPByl2fwINpKFtqJSt5ErMZW7aEgaxWmSpe0MSY4UViOpqPWHJISwhiMWgc+HtqkkgcPtmdu7x3OWNIwwGV1bfy6gpho3rlGJ6VnDwYMH8YY3vAEvfvGLr+k8pSFpSqw/sYHQca3RBtjGCkooxmvyoj5rWBIFFb3iZ3MNPfFzEiXbGpDs/h20krg80nfgcEgDaWV4pF/An92Kaw1PxfuKeiFGmyPE3yMQd80EPR6OEA9GUGzoio3BSEUxdMzGkRgqjKFihSTicD1j6DFOgcILL7Oxx6buUkOSyAljM5TS0IlODVWJnvr80pNwPAlJnZr0XTieC0GGJem5kK5j/qizdqsB3EoAt1HH01/4FgAgaAfw6r69DD8rNgrFNKjGlKEmGsb2f1svYcFgOMVzFY7IhLZNNigV/89C59p5ajgy18+3s+x9TcJO70Ivvkaa6NRZFG6+BcHV4pnq/Etcfwj+i1OtCVE3E/Hw5KMAANmcwWDVGEqqKyaEq3v62wCA2TsPAgC2Tp5D+84jAIw4N5Bmu7FZVpZug0ML7JFHYXPU7i8Px98RXnRwKFSNRDBCSmYAADGJigakl6OCBpwk77UO10zYFRvnpe9h47gRjh6sm2OCpukDL6+Z8xSNSAAQaY3jW0M06ZjW/nn0zl7C7CteYbODqUEHolJH9WCVrlXBUhyjtnARW6fMxPi7j81j4+Qmol6El7TMdfurAwQtH9KTeNX/bbIoVebbCE89Dv/l/0+sU/jXwZaPR1a7+BalUP7RH3gB/sv/PgnXO4D9x+4AAFx86iKWj91tM3kCwNxCDQvNAEutChYaaX+/pxFgYxjlNPlYgDaFxuDy2dyeJBygNm90oLbOPYGZRSPgfYnKlSyZDEpfOmHq/rvuWMA6hfatNM2E/kzH1PGL6+bYy4MEjQqFtBWE0qGVNXA6s4u0i8aqNZMdEMe+y4q5x3OHAQBVcGgbaWr5DryB2cei26tkEFqmkMIwVnZBUaN5RYcWLOyNPtcd4RgZ5FhLZY4E4LtOA13nGp0H1ynb541COSY8tyDFhKy9hanaZEZScZs6AbK6qEDGoCRlOi9lGQV2Zg77NnSZw5uDujH6psweaTXPOCkAGwiy2du61B9s2i2lpvdYVNlBvWrOjSive8cGpoprhKLvOzKLU6MmFmo+Gr5r2SsAM5JMFraUHWSM3RVX2j6HMySzwUfoJBPOmxofBH0WLHLtehN1kiRlgXOpb/IhoHSqxWTLh3R81Y4L7XrQrg9ZrdH3SCUxsuWRVAa+thfA8QIIx0XbdTB/dB+cxX1Q5ByQQthEP2zasMl+ol6aubNzmbYbAIC4T2N9GNsxINtWAMCtkVHSr1hnhCbHRRgzEykNq+cxj+cc7NxwM4YkNgqyo8Xj9VgSphpJxJhDkZGUXRNZnVjS28oklkrUtTmuofRzatwAgD/90z+95nOUhqQp0T3Xg5JOboE9KVNYEdyR8YJdZlghxUW83GZRD2RZR6nxiPclhZeTi5hojSJ5JR2UqEORAg5bgC0zKW9IcjyZMSSJXDnCXoTBpT7cO1cRbppFTNQbIh6MUmPJKIGKEsRhgmSYsmuSSCEJEyjW70gUIsrQVpwmZimjDglc27qVYqKEkVbG6JGKfmsrAr7T+T3KyCYz98114JBn3/WNAckNnLTeqgG8egV+u4GtbxlPfHWhBp/SMQtHpIZAyzYiD9KAmUpx+h1b8W1K1/zz5bow2+KkI32u2TbH5cjunwQ1wZBkvVaZtribd4CRvX7/meiUr5No6s2MZ6LzL3H90Q0VRKiwMOpBET1frJ3KHaMGPTi+6SPCNTOpcynbSu+8MRRU5ltQJEDqUia0hLSV3CUjRCoHmxg0jCGKJ2hDflep+UdKIdE0ybdMFdMvnCCjz9HZiu1H+N1lxo4zWEd4/OvmuxljyIpOGU2jwcUNALBGJACozpoJ59ZpY6R4pGOMClVHYFAYnPYELpYrLrrnzDiy5zuA1tH9SNbOw5k3Gi/Owj6ozdX0R46Hykof1f0H0DhgygGtMX+3wurfncTcXaauRps9RN0BFu693f7UO3SMvLoK80NjIPnchSbecNsc2hXzPP721AZeec8eXOqO8BSV63u/92488tQG7jk8g6Nk7HjkfAevuX0B/Tix4tJnOyP04wT/j9vn8cWnN+11Zyoe/vJRo6F37NgC/vLPvoj60iH0Lj6Vq4/+mjEuLe05go1Vs5hrzJhJ+6Wzpj7vPGYycQ3CxLIBeMF214IxILGI+r6Wh6Fjfl91ScyWPc6jHmTbtM/4gjEcccY9hwyWYu0k4hmTOdDpmmcwqhmjE3fxq73QMihmSTB7k3Swvnlmy5b1KGWkW+NsdDTpH5KjqeZVcimzgdTDPSdHSPS4IXJ3mFY09dYZN8oxoUSJEiWuJ9Rzbtx4JlAakkqUKHELY7oQBfH86tdLlChRosQ2EFOncS5R4tmHI4VVUbChbRn2BsMyfgpZ25gVEitttWtAzgBO1sDhSVmkjHlinY4GNhGMIJZQmrWNwqR8BxUqo82+yM5QcHhTykqxzCRi4zcpJb0vBRz6P6BQNkHsV2ZOtoMArhRoBPN4uNuGhMg4iM09xIlG7CrEBUeF6wjSRTKfA0fAEwKC3coqsR4X4VLdJMQAEsKmuReuByWdHCvJgYlo8FyBis5IWeg05M3WMVISgoYE3ADaS5MVSelAuy50ga0vXNJTYmaUcKClA2dhP5yDx1B50QuQtPZABYbxnGhtHUqcSdPhMMVhx2Zp45A2RSFtzEZjdpq5FJENSOLEtqF6E7qQ0XtEz5cZSdnQtmQbKQzflbksgEDazkQYQpNOF7OgFTOSMhIlqaOctZGIGczhkdJFoq+RkfQcGjf+4i/+Ah//+Mdx4sQJ/Jf/8l+wb98+/Kf/9J9w5MgRfPd3f/euzlUakqbEIEwgZOodAzDG9sl+5xRYGE6c3+9kqKtF1tIkFEPcjGfZ/L8dY2USIyktX1oen15ynzr6CrFjnF4a8lYMnbJsqChBNEpw+yhCTPTJEC5iADF1/nEcIxoJxAMgHtIAN1AYJgKDRGKQcEiFBCisIikwXRwh8mWWIkf5LdZ39v6z9ST1lc/vSwE/EagmAtWIBk1HwK1KuIrYR9qFJ1y4nguXXiMXLnwIuKMIj4wozGNrZNlG0hFj4Wk2jI3o+8NE2ee5ExMpLXda/uJnn+OQOdZ+LLPbzu2t6BHOtqtieSbVZ7GM9nOSlnV4rYykqdNxPjcsSc9k51/i+qNdcdCqOEiCvXAf/QKANM5fNmfM58661Z5jBpLfJJp7RruC+2DVMSFczrzJ4sYimXrlTgQ9wxS55Bl2CU8gu9S3twMPJ0hfp0GT/tNbpjw8kVsfJJgj5uUm9WMLPKGPRjZEQm0YVk11cRYA0D932d43h7RFPfO7Jy6aa+4lpo8vhQ1vW4SZgN7lB7i9EWDxHsOy2XtwGbMHlyCbs3D3GNaVesFr4T79NSRLt5k6HHaAC08Ce45AnzEaTdHJR+HuPYzk1WeQULiWO7uIwVNPoX7vS632hGzMQB26F9qtWIbNwdp+JEqjeZgG7D2reOFyC2v9NK395ijGD39/FV8/t4X79ptneGi9j9ccmcOlfoR5YuI0A4l+pNANFfbdafqfkxt9XOpHeP2cCVP87194EjN3fTdcP0C/+yfIwq0YRlHY34RDi5h+xzyjGcp2FtAz64cJ5jIhdQCwTumXlyi0uuIIew8yNItD23fGoQ0bsOKptLCwmhOtuTTLGy0eeLK/QUzjxbqPR4g9xQtFxiHSeeoOY5xeN4tSzj7HYw2Hy4wofTcAtINCGInjpbpNV40px41bICS6HBOee/Bk+q5aI8CkOW4mdAwAYtZKogV2pFyAtV1Jw4a1kiT149J3Ae4OMlmhAbNw18SElRTeLEPzOXDM+Zq+m+ol0ZjC7Eg7V8yE4XF2yU6YF9/2HWENLpLimnw21tD44w4vYTbsYXb1KWxc+jb03mMYygoGsbZC45EDKOVAZboIAVonyIxGkiMROCJjrOK5qLT6gwJmri6ktIYkLT1AejmxbSFMCJsrNCpu2l8prW3IG5/P7DfbWGsIN4DMZALT0oFwfEiV12zSwgWkhGIDieND+XUMRICTm0PEej9WEh9VspVUnNSQ5CQkmE6h73K4lYpr0xjJjGcruJ4oO+dgbSSXsqWyLpKst2woHbOfhza0LbOmKUTNMKy2liMROHkDkg1XTCLoEYU6xqwfOyGkjVEU2ab60o6HSPXHj98Vpl1v3Nz4/d//ffzjf/yP8ba3vQ1f/epXMRqZ9rG5uYl/82/+Df77f//vuzpfaUiaEsZYAeRltPIL6h0XzxMW+tuFvZl9FN/J2jMFA46HNK08d4yhbd/8soqxMk4DntQJG4alQIkfoJA3Rjieg+ZyHZtPrdsQL0VC4InV9lE2Zb0dqChzwZXKlX6vkda9RqiKRpTJJ8peI8kYkSaFh026Nnd8Smt7DwCHFprQvKxBRoUJkrCH5jKJA6YPBYo0mrL7+XlOEyKWxU4GJAA5Q5tnxRWnaGdcVgByzMaTbVfZz9l94+UcM6pmw+8mTI52hVs4jfNu8Ux3/iWuP8JEI0w0ap2zEHPG8CM6JuyVNZLUsG+9w82DJjStd8YYNqItM/Fx5luI+yR2ypM42rKXTkQDJBR65JKxdkATOB5rNkcRFkig+RyFmbFGktUmcAR6kabf0Y3Q5Cme3Q9n/QIAIFkzIWxWT4P1FByZhurS9gBdkyf7n77Qw2sXazjPoc5a49Xfewh/+79O4RVv+A5zD5UAg9V1tG+/F3LB3Bd6a4j3vQhdmAGp+cj/xrcO/1+4d3gcyUGjI+QcezXkE38Ncccr4J173PwujtB88fdCXD5tJ5rJyjE43VUkzT3YahpD1RxC9Bwfs6THc9/+Gaw0ArxqfxO/9y3zTN589yLO92JIIbC/ZSbWx+arSDTwkgUPT3ZN3TU8iaorsdYf4vCMOe5SP0S74lk9o9uPLSBR8/jqF76Fg6/8fgDAqS/+N7zkTf8ffOuznzb1GofwKrT4K2gB8kJycxBiPjR1whly2IDEE3OlMwsK1uuixaF2fUTUHr0DRguKQ9y8vYfNMdKF0zdGzKhpwt043Kzps7ZRiDaxClhclxkUrJUUK40ZMraxZsZ5MirevmiMZ1II69HmzENsWNK+tJopV41bOI1zFuWY8NyEhLZzo1QzZgdGUpwu2oEMMynRSKR5fzh7Gyd5yIpvF+eBKqOV5BAjySVGkiBDUoV+X/McNOidZ62kLhmRw4wANv/PzKQBG5RGqcD+iDKJeZTkwSUjmEPXlqMO9Nlv4+mHPoVFAId+7BiSA3dhA1Wsj5jxpLA5ihBlnKFSCNQ8B+2Kiwb1Ve3AQUMmkF0zHjvdVSSXziJZ60INN8z9j0bQiYJT8SFd4zBxZmtw9+xB0tyDuG3G9LV+jMvDBGe2hrjUj6gcEQZhAkcKazBvBy7mGgH2kNF/NnAwU3Hghx3InnEiycEmVGcDathL9XikA+F6kM1ZoNoyZWsuouvN4PHLQ3z6z4/j0//zBH7iu4/gMGnRedJBhZoKOwAkP8NogISys7EGlh3Hw+2ZSFYbiTPtVRrQPiVDsCLb5jlz/z0IE9vPM+y6hdpykGEk0QYuGdFEPEyzCDIjiQ2dSTrnsDpOVguMtqSRpKUzZsjaNZ4j640PfvCD+NjHPoYf/uEfxqc+9Sm7/7u+67vwwQ9+cNfnKw1JU6I+U0HdcYwxYBvNmEnYSZ9mkkAyoyhQXFzoJ6FCoArGCKaTspEik2ZyJ2aSfakLWkmOnwqs2f8nCDhLf5KYciYLWva+rFEjhhzE8KWyWhlG5NUYiSa98EVDXdF4MglZRlJRG6R4br4NZjxVHZGmoqy6JDpOnysu3KoRIWcR66yBpkLaICpUuex6tuOTZsvn42fmhIlliO2GiWT1o3wWB3cyotYy9x1jUtaO9LMeY0/tpNO1HWRG9HuSIUslCXBxx1PsCDFlaNtzgZH0THf+Ja4/2LOsarNwaKKo2WNGE3qn3kTn+EkAKZ2cRZyrSzMATJbHqEehBYZsZKnorGGjvSrEyEwOQ9EGkHr1ODNbZ5TYrFpsQOLJNi8+mkFqgJolZhLrOzmdC9YQw7pF/XNGM4kze+pEYeawuX7nrPGAXqZMacyy/P6VJr58uY+Xzxpv5iBRuPTYGl77Iy9FfS9p8tRbRg9KKSgSYb3kL6ImJXzqQp684wG8MDqDb1bvwB0krO10V3H+wKuwJ1qFXrnTlt/ZPIv44EtsfyE7FxAu3oFYadRjU7dDp4q6DrGqzAXuXqhhrurgXDfCW15g9IC6kcJdLeCuVmAnlYlXgxt2EcsG7uibRAurlbswK0a4d97D6shcc3+rgkv90DKZvnRiDYMwweF7j+LxL30VAHDvD/xDPPL5z6K+aIxb7b2HwPCreSZOhxZsS60K2myss9lyzDVniAUWKo26zcJH4S6bpvPVoyEc0khK1o3BzIpuj0iPKLkEPW90k9iwWBEskp22MxbT5XLwYqGTyaBXzNrDZee2OIgSu9jicXCWFqmdGOjG1+qAeG6MG+WY8NyESEK4vjGq2jkoMzbccSNqmr0t/+7HSlvhbY9CjyQbkHj88T07R7PZQznEbRhaQ4PNNtokNmGdEjG4wrJbmzSmbBZD3JS2meSs0SvOGxy6YYyAwuV8coQEnKKeBZOFhDO7hP3/4M3mc30W0AqBJ1HP6AF6jo9RrGzf4UkJ3xWousa4b84tDMOWjOqWaeL61sjmAMaI43mQxNSUlboxTmRD26RxitY8BzWP2WAOPCmhtLbMUX6GqWahcTR5XtVmplNaQQoJUa2nGVqlY4St3QpUxRhxtFeDBtAKXPzfrzwMAFio+dal64g0JJCF0tkIqHpb0GQg5P69yPIxmZ95vUNtp96irQmfU34Viso9GqRzDCA1FA7CxLZP3vpevi1XHGnriFmplikWR5lsbSlbqggbqmmz35mtIvZqrDQm/GxXeK6ERD/22GN49atfPba/3W5jY2Nj1+e7RrdOiRIlStxAaBhm3pX+ngN4pjv/EiVKlHhegnNwX+nv5rYjlWNCiRIlSjxbmHbcuMmxvLyM48ePj+3/3//7f+Po0aO7Pl/JSJoSi/csouG5JrzJpkPPM5N2QpHJIxyRZkJj3YICc2MnaAofy5YjZSTRfqXHsoRNLtvk62eZNtLPs26yqeSl50I6coxFlWQs3CpMEA1jW8aIspOpUCEapjTFJDThY8WsYTtluCsyu7J1ko2hnZSJbBJDzPHNvXgV17KtHN+hz5Q6lP43bK38a8Rhb4Dx8NhnECVjzyqrNcXl4t8WdbGyKGbRs0KM/JwyjKTss7oS0ratoFW+7Vxtuy8y7rLvQjeKgG9f8TQ7FFhNl47zJqeaTgPu/A8fPpzbf7Wdf4nrDyHoT8VQFfLinT8JIA1Ni9bOwauT/kLHeAnjgfFEsjdahTF8CpcdXTSMkSplTZOtOfPbUQeJNPR7nyg7HWI6cphRM3DgkO4be4IvUZgVC6bOZVgvlyg0rVEn7yulIQZSjSe/SffRI62l2SpiytQVUOjX/F7jXY+HqSbc//uB29ChTGhHb59FfWUO9eU5BPe8wpzv7Ek4C3uRNJegquZaDUfiQi/GiHQYap7A19UKKlLgdNecexC30RAa57xFG9YVjzRqFL7mk9d70DqCmc5FiMYiBtJ4oIexQsUBjrimXNpvQgx7ODhaw7B2GACwb+NJ6L6EdivW4+tePg09tx+VC49Z/Z6F/lnzzMM+mlXD9pmpOPAdgeOXjWf4H7xsP752ehNPrfUQvPblAICLp7dw5/d8LwYd81xc38GI6tMlT+7iHlOf88TaMeK85r5WmoG9FyANbWt4EpL0tWTHMJEUe6P7HWjSVdF9w3RT5A23WduCappKmRAK8znR432w1dijceQiaXHdvdKyGkltamspo8KUuep5tvyF6H64Uthwn6uG1tONGze5JakcE56bEHFo059XPBYhzocDOVKMiRhz1kPu24exsuykKoUgiaoZh0TF9NtOxYdDGn3MSuFtEkWWuaKoX3BG5rMTmT6s7gV2zGBdNGYYFsPZJpV1kEkT36B+PXQ4TIpC3IhNpfw6ICQkMVSVWzEhtyLt52qQcKVG4Ao77XOEgCuNDmCN61PHQDRMQ5VUAkhpQqOIrQUS1RZ+xTCEYEICtePlwmuFAFzHhGixXlSiDTNMaZ3Tu5Ii0zdqwxT1HRceMY0kACVdCD8EWExaCCjHhXYrVusK0oGjgZYvccd81d6nZXU50jKQOLSNBdPVsJ8yzThcjK5l10FS2pA2jzQbZWPGfMfs1aCJoeIw+pRZZp6n+RzGyoa7ZUPZgFRTq+o5qNP/LOIuIs4s2kvbYKGsvAaRnjsW2iYC0vojhlKYpOy8q8a0642bfNx48MEH8VM/9VP4jd/4DQghcPbsWXzxi1/Eu971Lrz3ve/d9flKQ9KUOPCae9GqBmQkICNAlI+V3GlhnYb3pOFiktXleWFNnXnWILNTiFsxTtRmWuBQpDC2oRLaGidU7phcGWWhjBwf67kT9nn2czY+NVfWTDlUkkBFcRp7HcZIhiGSKM7EZUdkqEsNMTuVUzrj15wElamz7c6XNYQJR0J6hu7LA6xT8eH4rn1GxnjmQPrujvfO9wPQoFx4DpOez0QBOeSfT/bZACmtMzWGeWPtyp5nx5C2rAGMQ9qSsXua9NvtrmHrrNDehSOxNRgBv//Zbc8zDZ4LIQrT4Jnu/EtcfxgqtBFoFIWFeXT6BABDFx+cOAMAqM6bCXL/4gYAwK2aSVDUH2K0YUILGkcOAgCSVfMbhww6YumgDUFrUKgriyBzGNvF3siWjSf0irbnB+a7fa2KpZczIjIYqNkD8CgUQB3/GgDAXzH6RVy+5oE9uPwopZAnQ/zel5uQqHN/ew4AcOR1B7DxxBoO/D0jmt06vAy3GiA4cATxRXNf/m0vQjy7H6rStsKmJy6PMIyVDel9csOUpeZJnCENnpfva+HPT65jqR7g9jkSAo0VWspBL1Jo2TAMiaSxiAv9BMuBqaeq1NBOACHNudxLTwCDLQgvQPXCI6aeVYzk4tOASpBsmnBFZ3Ef8PQjwPwywsf+BgDgHb4bMgqhV+5EdWCOC2vzmK86GLYrueeyb66Kz37TaE8dvn0OjhRYvWQm0qNBhINHjYGwX9AeqdLv5+s+Fms+ndPc3zIZmay4bH/NimSrzkbu+erRADG3J1okcOgGT94dCvfIwi1oNl0eRHZhyOHWXNaVtrn2I+e2sNQy5+IFBWuqsNYKkBpRreYqLwqhoa/RMTBtSPQ1mquuO8ox4bkJEQ8zoT5kICEDBRv8fVfad6u4ZaHjzijBgEJCW2QIUUEqlAwATr0Bp0IODNLJsXO/MEbcJ30i6jOcvtnK2gwAoNnYg15kysYGJe4DrIZbP7JlY2OCNR7Tth8l1vhQDHHjzHV+tQ3lVWwYmpauNdxzX+TDGFQSrW3IjRACvmP+AkGhW+EAIh5BxPl1k/D81Fjg+lZoW5LhTfgVKMe1DhXAGH8cIchQlRqSHJFus/fBU+eYQttGUkNyuHEFEK5vwtG4n9MKkA7db5pUwZUCDV/avlEgbS9OMkoNSbS1xqNBDzrOh4nx/FzTmOJ4HryWMcbwmMBbRc9e1WbRC/MhbRzazNn5sjpZPG6zAalF/X0zcG3IIW9lNw2pZCFwa+ikdZNdB/meDdVkgx9nkdOeuQejV3ltbKGpQ9tu8uXGu9/9biil8LrXvQ79fh+vfvWrEQQBfvZnfxb/5J/8k12frzQklShR4haGni6Lwk3esU+DZ7rzL1GiRInnJabN9nmTM1nLMaFEiRIlniVMnSX65oYQAj//8z+Pn/3Zn8Xx48fR7Xbxghe8AB//+Mdx5MgRnD9/flfnKw1JU6L16jei1awDKrGWXLZaMyXcYmJKQmZhUIgAUSaBlEViU9qKTFaS7bKTaJVaRnlL4mTZ8llxMhZtY1ZJlp5XpOrZcnFZZeb/dJ+9n4zoXA7Z+okj6GzdxRHtD/PlVUQdnIY+uN11tynHFc+VfR6UJcEKtzkO4HopbVLS553un65t2wffGzL1X3we2bIWzpt7HlZQzssdazMWOGl60h3bErWdSW3JMqMKZcvdTxEFdla2fmzZ+D6EhO50AXx4/DzTQinb7ndE2fmXuBHQKv3LZGABkL5PUWjDY0MKbWNPG4cH1xZnEFIGt+E5w1yprJgMb9x/iiSBs3kWALBRM9lkilRuz5E2W5tTYHpwJq0zW0P7u0PEnFkbmLLuqTmGIQTAPXyP+f3TJtuXFcl2LmHllXeb3z38pDmGUtGvvNSUq7o4i/q+ResNrS7OQasE3v7bAPJ2xrP7oYVEJxY43zPjV8N3cKEb2tT2SpkMnJ9/fAMv3Gc87H/+5GVIIXBma2hp9kt1Hxe6IQ7NVNClcL9horBYdU2og6LxkcZgZ/OcfUZ6NEB8+rhN/yxbc0hWz0BHoR3PBw9/BQAQHDhin8fom3+N4O6XQZ34G8gDx8z5avOoiwjLdXOdiiMpKQbwppca1tZaL8RmP8JFYu089vQGVmbMtbt03+0aZ2Qz7WTfXNUKubYDc+55yjxX1yS0qhXkpukjYmJSMXQ4tFkBZT0dowHYtNg6SaDJG84hEp3EtNseMSCagYuL9Ky2qKxPrJo2zWFsgSutZ5rFeDn8hrO2DaLEZvHhXBrsqVZajzGhdg095bhxk3sgyjHhuQkRDRFwaBu918x0CSi9/CTR7YF9n9IQN06cMKLshw6JI3Nosqy34NVN2Bpn7rLMJKXSbF6U3IHZjLK+CQDwKi20fMP+GFG/ZMNSmUUoRS68jfeZY9IQWO4HOKSNz2MjWT0XbuAZli9BQUBrbZmLHmUs1tq8H/x7zxHwBCAiYuXGoQlNzswNhXSgXc8yEQVg5tt+xQpwww2M2HYutM1c05OpaHSitWUkMTyZz1SstLnvSGk4NBYGXsWwOaWbht1pZa6XXRtqBVcoOG4msZHWmYycPdtPc2gbhzJn11jFzGzZrWwaJqwkFrWcNXOOuGb2D7SDLrGDikwkft6xSjMQ1oiJxNn9mIHazjCSnJjGqxFnk+tBjwb0f4hJkJ6bjs/EHONscsqjsPVRhEF0jesAndzS48ZoNML73/9+fOYzn7EOhx/8wR/EJz/5SbzpTW+C4zh45zvfuevzloakEiVK3LrQettQwMKB170o1wvXq/MvUaJEiecj9JTjxs1KSCrHhBIlSpR4dqH19tIjtwLe+9734uMf/zhe//rX46/+6q/wlre8BT/6oz+KL33pS/iVX/kVvOUtb4HjTEnQyKA0JE2JjaV7oFotSJFaudkCzvZl1gTYIRu9nZiwF9LsI60Km6Y+s2+HMmXjf7PlsanhM9ZvLhN7F3MMlG1mS3avEGNsliLLRRduWmQogMJ65bUVJ7WMqiSGLJYl6yHYhkmiJ7Frsvsm/O6K57JbkVr+nTTtKISEsmlIM8dMqIOsx2SM9ZMt304zVfvQyBPL15GO/VnWm2M+m/3qKtsQt51sO0/37a59A6YNqW3auQbQqWztULppMKVo6k26IJgG16vzL/EsgPsHx7cimexpY4aeDoeoLhoP3yZpJTHCDmkDRLHVGouHxrtoxZGJbSqS0DJq6iQoOuJkAfSirw+BiCZCl0d5jb+IRDOV0laAm/V22Bve8CUa7Okj8XB33+3mM3msqyqx7Jbl+19g7mPL3DMLctdX5uHWKpZl6e49Amd+GWjOQwXmvF1prnN5ENv+7cTlAU5uDKyg9F8/tY7T6wPcf3QOX3riMgBgqRngwFwNJy/1sI80kvpRgobv4mxnZO9lpuKiGynMVhyEMMcFUQ8i6djUw7q/CSgF1d0A+kYDKjp9HL0zq6guzVqthkvfOI6Fe29HsrmG/hnDZmq+4IXofvnPUb3zhZCkK1KNHkEydxBNnwVAJRZqPhq+i6+eMx7+o3M1PIG+Zeu86tgSTq+bdnBsxbCu2KPLuGOubvVJlhtmy4LUYmSepexdBqgcqmu23HfGW5vwGuTJJa+1rDVz1xCtBYAEUFVjwWypCfHcY3MY2fbFz2y+bu713KbxKjtSWK81e6RnSJz3yTXTTr7n6Dw6xCZbqJljmFlRdaUdi64at7hoajkmPLchoqFlkwSk9dIMuC9OhYqZlVQU3e5FqfDxsKCbVGFRZ2J+yuYMXGIZeRkmEiPhqAYWOmbBftLLkZVNNNuGaTqkCege0mfjeaAjgD4NQsx25XfYy7DYi/NZltdhhpIQGp7UhTWPRpZ46wizJpNS5OawrjDMHMvYSaICG0lCux4kzBzbghlJpMGjHc9oFWXWG1KYfs11tGVSqsJ819yrSRSQlSDUAOJEI+L5daLhuwGkkICifp7WS7l1D62nDKsq1VKy9xel92qjVbJ9HkU1SLov6bIulOmLZbVun7E7v2xOQ0wkVTXb7iBBd2TqcJMYqMMkr9cFpOw5HrdaFXONttVIclD36JkOzDxChGYs0L2tVCOpEP0jMxq2skKC4HUzbsWeGdMty01p9OOdVkNTQE273rg5x43f+73fw2//9m/jB37gB/Dwww/j3nvvRRzH+PrXv27flatBaUgqUaLErYtbfEEwDa5X51+iRIkSz0tMm7XtebYgKFGiRIkS22Dq9cbNidOnT+NlL3sZAOCFL3whgiDAO9/5zmseM0pD0pT4y6e3UGtoOFLYVI5sUXdk1jpulOmLHjNVmJAkOrWic8rbJPM5mx5y0u+zkAXmCGcGkCItK3snPZn3UHty3Ls3ngxNIym8PErHxYO2L5c0/wshIEEaC4L2Q1iGCzsmxIRz5K89XheTamfSq7HT+XRuH/UZzPQhspSio7QGlE6QqGTHZ7PdtbdLOJdNKqDIWxKR25e/i5RClOQzXnAZsm3pSuWSFNedLRu3HRNTns+a4xTqLns/aXstsOuUTstm6zItc7/b2bGMV4JWyuqA7YhbmI56vTr/EtcfsTZ/fhJCJJRphLXCCMKvYHTeaNZUl2YApNpCrJ0UzDQQkUaST5lURhcvAYDVMcjqvvB7yN7rdcqoEiXKZgpjT935TeNp5pTN3WFsWTusd3OQtJLOdCLcPmuujyYxqshj7u4x2eREpQ6HU8j3zPvNbBfWh3LmlzF66jjq93+vrQc9uw/KqyKsGS9oRQg8uRFiGCurieRIgfV+iLMbxlt/bnOIQ/M1/Je/fhqvuM387uEzmwhjhc4ohr8l7e+OzNdxvjPCHfOUvUibfnwYa1QpS5Dy6/DPnUSyZrSmnLllhE98CXB99J54AgBQP3oUYecpRL2hZYxVF2dx/svfQuvIClzSmOh862HUVvZAddaRkLdU+BVIL4CgDD31xgqqrosnN0K8YMnoA3lSYnMUY7lpjtkcRTg4X6Pnycwws+U+eqHmo+6zRhJlOIqMR1cOqY/tbyBZM5o5SSFrm3AkBquG0VWhzIHsBXYoCw6EhGKPNDHfEmJNrfbM85FCjKX8fopYRuyVdqS0/3M77VDWNta52hzFWCImE48z2XFj2jF3WyTJdOPGTWpIKseE5zZENLSZtioV0w8w04X775oXp+9RYW6Vzd62Se9WixhNSZ2YG8QoddrzaT9NrCNmIXGWLCDVp5HMDmFmUqUJh7JBtoN2oTxmbPAcaRkrowIrhLXdPCfVTuO5bmLnjuazozS0TufPAun8NAtHCsOqz3y2DKRiZAKzfKRjdHZID9V+7TgQfgWaGC7acc04ltVIgpkfO0LkMp5KIXJ9lVmTpWuubNmZsa+1uX8h3XQNowW0lvmyawXoTMQHAKg4nWckIVDIuMwMYOH5aZazoq4pM5Sas5aRZBmolBW2E5mydiOFzZF5rsx4K2phuVLYdspzjNlqflvzJCqSWGfERGItLjXs23Zo7yOTrQ0w7ClBWQi1n9dIYpbcKNY2m+DVQt/i40aSJPD9TNY/10Wj0bjm85aGpBIlSty6uMU9y9PgenX+JUqUKPH8xJTjxnVisp48eRIf+MAH8PnPfx7nz5/H3r178UM/9EP4+Z//+Vxfvx3KMaFEiRIlnmXc4owkrTXe/va3IwiMgXc4HOInf/InUa/Xc8f9wR/8wa7OWxqSpsSfPHwefq1rdIdknonEFmj+nM0o4hTM5Wnsrx73IjCbRGmElHWheEysxic2bqE8tlyuM1ZGtgwHblrm4u+K26uBU6gD+2ct8YYNIwtZDIrsqklIJsztJnkoJ7GPtjtv9pxZdo1lJGnWtUqfR5J5hrzvapF9zsVnzlsb6xurXFsx+8bby6S2AuTbS7at8D7AtJdiOyi2s+z1GPGENr3d/SRKIRx0d66YK0HrfNz3dofdwqFt16vzL3H9ESYaYaLheTVoyh6iL1NGMNYoqLdQmTfvwfojTwGA1d5p7FsEAAwursOt0PNfM2yf1mGjS6GJ/aPjCJI0bPzYMHbWY3ONFjFY2hUX57pGY4n7sgOzxtP6taeNRs/KTAWrpJHEegfcl640Apwn9kmTz8kezeXbzG3NrUBvmMxyzASMzxHDan6F7rkJhzLBAICaOwBIB7raxsaQ9D0ihaon8M3VPmIqx+VhhO4wtn1QGCf40ok1HF5q4K9PGFbXnXtbOLFq6pPHlkMLNRxf7eKupYbNLhO4EkKY94udqH7ShZau9dwml85C+BVsPfxN1FaMN3b49NPw6hV0Tl2AWzd1x9pWcW9on49b8eF4HgKVWH0Rd99tkNEIgjKi1QEMW3txoOVhKzTXDBONYwt1q22yogNcHpjjmRnGY8FyMzUm7CEtIY+eveyYZ6DPnTB1HA6RULY2zpbH7cxr1Mcy4sjGDP1DeiFO6oVn7/OIz0NtqRsmtn9f65rzVYlBsUbtbqbmgYkOPB/hbD598hhLIdDkTIZJnl3nQsHdUfnvyjCiqTdOW+/RRx+FUgof//jHcfvtt+Phhx/Ggw8+iF6vhw9/+MpZTMsx4bkNPepBkkZSpW76MM5qZbWSho7VnClqJKWMpAQd6twGEesnme/aVcMeQmMesrkBAHCGxB6kFzTqDdIycYbhQZ4xIustSGIkVYi106LMkfz6eE4aHcH9GjPUs5EUHDlRZOzzeRKlDY1HsWaSgMZkZpLZR7pDpL06ppMqpOnXAGjtQwhpQiMsg0dSRmc3ZSk5PrR0c3pFkiIsPClSuSItIT3DSGKGlSPz2rWOEGORE0qb+9UZbVojBZXvr1Lt2ZSRJJI4NXQU9J8AQHPWab8CyeM2s/VZG4kZSe15KGojzEQNHdPfdPumfXRGiWW8cd/NbZDH6KqfttOZgjbSDGdv8yTkyIybkjQkY9Ik1IOeHaeK9+PWiVVVqVtNPx0Q45gYSaNeWr7htWokTbneuFmlNH7kR34k9/mHfuiHnpHzloakKfHwo6twgp4RcOMFNfV29rNNVysmZlrPwuhKE1WbXjzNC+xEQVGDt98x7ZEZjBOMBJLKkWpGC1um7coqHZH5nbC/y59vgkHmCvsmGZKKBjbzJ8d+cyUD1nYGm+z+7c6x07knGYWSjHBo9ns2BE7+zZXLx+Bnnn3OxX2KJtIJtQmtNBI2JPG+q2wfvE9OaCey0B52atOpdvj2ZZ10r8mov/1Jp4DWyqbbvsKB13SdG4nr1fmXuP6Qgie4wioTy7ahiSfrFwEAetgbS8Hr0QSpe2YVgBGnHlw0oQSNgyYFL0/yJS244/On4B0gQW8Ki2hXzcT+9JZ5RwLHsemk2RjRK9C9E6XRHeZT+FYyIa+RojTS1C/4FTPJrFC4lgjqkDSJ43J4M2Q04olsNIL2q4hnKRwu7CGuzKAXKQwzgpoPX+whTpRddDR9F589s4lDFJ6WKI3u1ggbFRejAaUh7ofY6Ia4bbmJ1Y4x4Cy1AgzCBP0oQcB9nDACzokSWKmbOtTwjSA1GU902AGkA+m76J9bs+XaevIcKvNt+3ySMEF9ZQ4bJ87Bpclx+7Z96F9cRzwcoXEHC5J3EF/4IrwXv8aUQcWorp+EM3fEGkwWqo4N+wbMgosn3rNVs+VhbJGMR8NYoxZumO8olI0FviMKW1EbF62Q9miDQlnIELbx7VMIZgyjhY1obKB0F4zQKpRCUp2h52fazhaHTNLzuTwI7TjHgtob/byBynxvft8I/Mw+YI4WGhVX2sUkn9vjrNfSyYvhXg3UjR03HnjgATzwwAP289GjR/HYY4/h137t16YyJJVjwnMbqt+1fSeLblet6DYtvn0XXY/6aTLEcn/N71OklF3gs3h9g0JgG3V636tta9RnI5Ebpe9scRHPhgorvt3bglMx5+Iw53rDOEAUlcuEfpl3nRfzo6JwMoV9Aek8fbtITTYHSK0BMibxlHen5YMW0hiLAOO40OkSWADQiTRGIz4esMYm7Zjya+kaY1M2tE0ISGgj6i3TMxoHtACy2t0iHTtdma6FikmTtkMuURJvt5Nu4AqkUGQRmP5eOI5N1mEP5e/IKKgqTWtIigMTNrZFTp4+GSU7YTzmTGCwk8B3pQ1ha1HbXaiZumxQp15zBSTJXOi+cWgpaos6Dq3jwxqQqqadpQLbLev4iMmQxPMbdoZ1wyQnAH410CqZaty4WZcbn/zkJ6/LeUtDUokSJW5dPA9C265X51+iRIkSz0vsIklDFEXY2spnFw2CwLKBnilsbm5ibm5uqmPLMaFEiRIlnmXcBMl9/vW//tf4kz/5E3zta1+D7/vY2Ni4bteaFqUhaUqsn1+H9EcQ0rEeuywDKfdZpmLbk9g8QMrOADCRsaEs44RFxpL8Ntm+MQuiambLWixzlnlSZCvxNstgKYo4ysx9FX8HkLh24ZhsOk4+76TzTAO9DetnJ1zN+VO2GO3PsMi0/Y726fzn4v9ZltB2DCKdOW+xXWRZSGPtYZftgreOSx5uFtbOPEunwC+eVH/b3XuWKZWyk8bLrMIBrglaTyekfQsbkkrcuqg4AhVHINQ+JZiHpcRLEodU3Q0rJslC2n0S32ax7e6ZVdQWDfOnRyyYyj1HAcAylfzDHtSWEUwW5BGuKBNOFFDoaqIFlptmAcwhXpcpBIm9wBe3Rtg/Z0rLHrxTJG4tpbAeZfaqssev4ZnzzlcCgLy34PAJzhPP72rDhfbrEAPjfXwiaeGI08f5noM6eSkfX+ujHbi41A9xjgTBT68P8NJDs/jCI4bN1dsaoT1XRaI0BhQ61RlW0Kx52OyHWG6b+3j03Bbm6gFqnoOnKQ39SrONUayxr+GCMhjDcytwRkOb+UG25hCfP4Xh2lbK2HEkuue24LXqljl24e+ehlcP0Ng3j80nTdkuP3IKjf0LaB1ZwfDpp02dVS6g+oKXAmsmFE4EVej2MtzRFpaUeQ6Ju4CqKy3b6Ewnwp7ZvNGC2b1BaLy4vnRtSIB++hEAQEz9rNog5luSIO6be+fwu6yYLrOTBIlrs+gqs7NUbdZ2o11iJHFbYCFd35F4YsOUg8OtGcyWqPnOWAjOUsvcH4eYG7av+b/m5ZnKQiUQ16pTMe24AeAP//AP8ba3vS23733vex/e//73X1sZMjh+/Dg++tGPTsVGKvHchw6HlokkRyZMt0rvJ4e4tQMXW0PzblaJ+TNJdJsFhlPRbRpTQtP+W9U2ZEihwMxMItaFqxQUMY90UpjH0TF62Icemt9LGgM0hW03KU28FA4caX7vO8y0pHCrzNTMEmho6pkNAdsOHO1WRHbGp4UApGtC3IhxpF1iIVmKvgScfKiY3S9dw0QCoB3PnCMnyWH6p+yCWgqWxMjvy4bcOfw7mSa+ESTaLbIVUwzJu9J+wJTZUWP7AMM64tLb+ye2cOKZOYiuNJFUzBylO2ImUhoyyZ858Q+HyvsZ2RQAqLgOWsQ0ZSYSC78zO04ONyGIScuJIDSFWWYZcSyuzcxtSWOVbMxABSyybbaDmCVBzHYYK0TXmnRHTT9uXC+EYYi3vOUteOUrX4lf//Vfv6FlYZSGpBIlSty6UAl0FF75uJ0G3BIlSpQo8byByb4zxbihFN70pjeNTdi3YyO9+93vxi//8i/veMpHHnkEx44ds5/PnDmDBx54AG95y1vw4IMPXrlMJUqUKFHi2YeKp1xvXD/H9S/+4i8CAH7zN3/zul1jtygNSVMiHvYgE5Vj+STE8JBkfY+jlPVT1BnaCakWTqqLpGLTWNn6r6L8Z62SK4p+TWIkxbSVnm/3MyulqJE0iWGVnnucvZTV0Mnq7/BxxfPwvix2U19Xg92efyfW0STNH/PdzucongfIM3jSfXk2WrYNbMdImoRiGxCZNsC/4zZsNZMcORXrq3jvRfaRikPLkprISIqeCUbSjRNNLVFiJ8Ta/Pk6hqoYdo4TX8odI1zPaiSx9409bixwqsIE/VXDPKovG9Fn1uepLs0AAJK18xD8HhPTh0UyW+T564aJ9e5yevVNEnLe6Kex/8xSYp2B+YY59lI/tCLIF3rmmM2ROfdts4bBcq4PzJJ2gb3HwvhR0SFC4WLLMeWb8YAzoYAjNB67lOqmndka4onVHhaJsXK5O8JM1cv1r/1eiJlaHT7pMHR6IZp1H6NY4dFzhnlzaKGOpVaARKeizexd7YQK84L6IRVDzC5DxMYLH587Cdmeh988g955w/aSUkI4AuuPnUOF7nnhrjn0L3YhHYn6EqXVrvhQYYRL3ziB2TsPmHpwJEbHv4Hg9nsBGOaB4wUQ62egFg3DzBl1sYwQOjae1QM1CS3M/YrEPCNBSQpEbFhYMh5aUW2rXULpuVkXqfPUWUhv8pQvmGnYtseipZxOWVj9Ex8Dag+cVIHbxyVqO2fWBzi9bp5fk7zQnSGPY6kIa5/YSdyu2IvNHuO5qmc93KybYjVQ4gFkNJx4H1Nj2nEDgOd5aLVaUx37rne9C29/+9t3PObo0aP2/7Nnz+K1r30tXvWqV+ETn/jEVNco8dyHGvSheqbvEsTq9Glbp3e4XXGxOTLv2HAs+Ur6OUryLJIevXvM/KxWq5A8NrVNf+LE6WJZcDIH6kes+D7P40YDW1aHhZqZkUqLgnqlDYf+HzpURmay8BwSsCwZG9HBDKWMfpAQAC81hBCW5TMJPM+WEBBCGjYRn1SQzhGzZROH2EiFySKJXlvmjkPspKxGEgy7SIlUD8khfSRdOB+XGUgZSbzlexUCgJogDp47UWbBxfpxKt2dFesGM5M0rzPSAy3TivStNOkbKr9mWWss0M79P+ttjeLE1rHVtyIGKSd0avguFmqmnc7RGM1MpKqg9cewAwyonbE2Eq93EmV1IHn8cupmjJJNYrw1Z5AEZl8ofSqrKWM3TMW2o2tYOwIgRtJ040YYhs9KSPTNgNKQVKJEiVsXWtvF9hUOvO5FKVGiRIkStwCmHDd2m+1zcXERi4uLUx175swZvPa1r8XLXvYyfPKTn0yzKJUoUaJEiZsOetr1htZ46KGH8IY3vCG3+5kOib5ZUBqSpoTfmLWZaLKsjdxnzoSW0Qdy3PzkYFLmq6JOjooVlPbt/7nvMqylq2GjTMrQlmUecflz95NhG22X0W2SLlSOrVTI/JX9fdFbnf0+i2thIl3NubPsID4m6yDQWue0kgDjdVV6fJ/9/TbaSI6TZj7g47l92d/4QaYcV//ss+0222aByc98rF4ydZDNzsblB7Lt1s+12fx5Eqjw2rK2PR/EtkvcuhjGGl6s4YlMG+V3rW2YRfGFU3Aog45KDMsomDHetfXHTwMAKrN1DNYMCyXsGI+dVzOaGVHPeIqjtUs2cwln7nK65nx+cx8AYK7qojPKvy8LzEwiVsm5zaFliIT07jJbaa0bYmXGeJ2ZMcIZxS4PjLdxlCRwJHk3de6WLfrSxTCOrRd2rWc8m74jrdfwc4+t4v7Ds5hr+PjqUxum/I0AnWFs+7LGTAXDXoQL6wP4pLsghMmCs9EZ4bYVwySpeg7WuiGO7WmiQd7NmidtuvqwYtg/fmTqNjppdIac+RWozjqqS7OWkRTMtyAciep8FZe+Zep34QWL6K8NEA9DxMTA8ZsKzYN7MNroItwy5xW9AZp334343JP2/PHZJ+DuPQpn6zwAQAV1qEobzuZZqrxMR8ydL++7YM4jqnWooelL47NmH2terD96kn6qrM4J6z0xkmGI6soeey4AkFQn1mPt1zEMzbNZH5g2dI50qbZIIylRGjOkg3GOdLVGxIBw3Xy2wCy4HbCGxuVBhDvmSbOJGk9gPe3SeNuvBdOKpl6ncePMmTN4zWteg0OHDuHDH/4wVldX7XfLy8vX5Zolbh3oaAhN77ND2mcqNNtaYFgYNU/avpfZRqxXA6S6MtyfcnYtZpPUSVep6gp4xFwFMR6djKadYkagS3M1fm8ymRNTvSTq54iRJDN9V5W0a1xilYSStXXo0hPeteIUNMvmAfJMpOx+rTUU0mMVZXcT0rF9pxCxyf6oaBk8SR8pS/HhflBIk/Etc29SCNJ10nC0yN2XuXReT0lk/nekMIwmXhORfpvIlkXrlE3E5eeyCZkeJ4ltxGW3tzHB+OG4+fsiRlIkzOdBqCxrl/WGxttZunaoFNYSzPxtVzzbrzepE28SI0kMN2nbsaw2ZtSC2pRwZJrVtkrZYGtmXOf5jqo0oUjPacBljrjMlCXwmdBImlpsG3jrW9+Kj3zkI7l9z2RI9M2E0pBUokSJWxZaT5fGWZcaSSVKlChRAmRUm2LcuF6GpM985jM4fvw4jh8/jv379xcuWTo9SpQoUeJmg1bJdOMGNHzfv24h0TcbSkPSlJhfacIhD12ReTOevS3DSCpkRHMmsGFsjPAE5krK+KBjM5m8dsoWth2KrKOsTlFaVnPsJNYQ73MzTCtHCvuXvUc389n8ydz9Z38DTM7MsFN9XQ2mPR97R4pZMNKtoswy2upF8Pf8Vzx3HKsJekoFnSU1nq3tap/zdgyx7HMutt1c1rZt9KSy7XUss1w8rplULH/uXEMfT1/xbnZAqZFU4iaGFOYvdAIEMIwiFVD2r40L5phaE6OnDYuEs4Apz3iEK7NmzOmc3kBtiVhL5FEOE+P9TUjbpnlwD+ILp8w5mzPmGs0FAEBVU0Ywz7c6BevEImGP9W2L5lprvVQfgzNt8Ttf9Rxc3CIdjUL/cIK0cTwprF5ChbySQ/IKshc80RoSApcH5lrNwMHja300fcd6Pb/jQBuPXexiox/hjj3m3p9Y7eGpSz3MkLbO5a0R4iiBFzgYktbT4lIdjhSYaQYYUF05UuA7j85haxghTlIdnv0tH8NYwaOMaWLYgXY9eIfvBmDYYsPTTyPYuw9+85ypk7UtLN57GIPVdYyoLgCgudJA2IsQkb7UzG0r2Dp5Do19i5bNtHDvbRieOonK4dtM3Z8+Dv/2exFffBruktFRwoWTkNKBCChrWnMegrJb6oFhmnFGtdEZo4ska02oLZPpL9wkNhrpbCVDevZRbJlIow3TFvlzbWXe3gczkThzXTJrDB2hcLE5ItYaMZF43OJ2stYLcXErr18U0/PM6iHONwL7XACgScwKbmftumvnAzwWiyS0W9aKumrswrN8PfD2t7/9iguHEs9jxBEUacVIzohGzKSgwlpJEjPVPCOJ2X4812JGafY7ZmiwVlLVFfBJ77VGOkyK3jVnNrH9AEh/zzJGGNJJ9ZIi815K1r5kVnyGNeNRVjDXMeOQEumY8AwFHVhkz6ehIXRm7eN4lMUtw+DJMoCKyK5PJtD1mVXEPC1HZ78x4C4wqwUlBLOQqJ/kcoxpNeWvqbcLGZgGQlimKde/Za5xRs5EW+0tbkfMRLLaU0JYLSRGxWojmfPOVT2ridSg+YAXU0ZCYk5jsGUZeMX2JRwJSexay5al+Y1szQEAkqCJxDVj4qCfaiJlt9fMRgJ2wWTd3Wl3ExJ9M6I0JE2Jl9y9BL9mJl02JSWn4C2kO/Rdmfs/+13RkAKMGzKyhoisaF7x86jwXZEamj1vcdKfNdrsZADi7Xb3McmAZMTjRC7FpaR9DCmE3Z/dx8ffCGTYmmmIlq3bvCEkobC27P5E541IAMaMSts9V97G2xih+PzZ82Yx6fnu1D7589W2T97u1D4BM3nZrn0CQNjv4qtje3eBqUVTS0tSiWcf/M4LRwAeGQZYIJnEjFW/A5c8Vxy2FnbMpIpD3KLeEEMKFfIqJDxJEzWmfQ8urqN+0ISwxReMeTagdM4M1TyEuar53YWe2e5rmXJxemjfkWOTQ0Z3FKNLBigeJzj1dGdkfr/SrODRSz363xgMAocFrtN3tR8lNszs6+c7mK/52BzFdrLaGcWoUqr4b18wi6m17giHFurY6JuFTqPmoVpxcfFcB/sPmEVQs+Li3MYQ7ZqHNlHqV9oVfPtCF/cdnMHBdtVe//IgwZEZHxGnLnY8COXn+pTK4dswPHkClfnUu9g7swrpu5g9OmPqYL6NzZMX0Nw3i8uPGQNh2OnBrfjQibKhbQAQLC9jcOLb5v+lBSSrZyCbswi//TUAxkgkggrctjECRie+AYcmzsmmMRbZBRobe9YvIlwzxiq+lhNSuBkZGpPhCKMN8/OZ20w7sSEDzZn0nGTA0nPGgMQhD1sjhQ02PtowGQpx20wn/2xUYgdCSKGUFTJgBpn5EbcdK9QqOSwiDZvhxQdIcFy7FWh3isw5O6EMiS5xE0MniV1Qs/iwqJFhaWQW3zW/jXrM4UOmH+XwtexCPzs/BYxAMpBdaDvwyerhk7C+W8ukXOd+gQxJisLXkGVmFAW4OSzJZcNSH7yMFwmJ79N4KMig4UjHGjcsWBC64GTOvpbWwWo/Z4/LztmNwzSxdUOXAMs5OKkOd/YCk9jsBSOOEGbOnf0Zr2Ny9ic+gM4p1DbGq+I185mMcvtyBqUxY5MYOzWQrlXM/2wsMp+tQSnWoKYy0YAEAJ4jwV21V+i7uU02fIkm9fM1ameya8LY2JCkBj3oESe8yPfLksZDIA1l4/FQVZq0bY0JgnP7HhbkYa4JUzsgrt+4cerUKVy+fBmnTp1CkiT42te+BgC4/fbb0Wg0dv7xdUJpSCpRosStC6WsF+xKx5UoUaJEiRJQyXTjRmlIKlGiRIkSAJBMud64jsPGe9/7XvzWb/2W/fySl7wEAPDnf/7neM1rXnP9LrwDSkPSlPi+e5ZRb1BaXxseZr5LU1OylVZkPGzI/4ZIjTtpRWoNKGj7P5BagtkynGg9ZiVmSzsbXqcJAXNyjKD8/aT7hb2PlDUkct8xRZPvUYiMxV+M7wMMvTP7O/NbjIlvbxNh9YxgkvdC2c/bezv4GZljJu1j1k7++WT3m/ONs46Kj203zzH7DLPtkfdlPxefGXDldgmkbdOwLcw+po1OapPbtUdHCvS6HfzGFe9uB9wEHoISJbZDotM/C/IaqjqFE104BUmUbb9pthyO1DtnGCg60QhahhkyXDeeuyqFIA0uGa9eZa4N9+IlAIbpAgCKGCwsetpqDtF1jHfvMIlmf3vNnI/FMffPVXH6stnXJhbJJoWNhXH6rjEj9htPG8HM/bOG6VNxHUtvP0NhTsxwYm9lzXOwOYpxkcLoqp6D9UGEhu/g6Q3j8Z6v++gOY5sqHgCWWhU0AhenLxvGlu9KI/C8WMdGJw25+87b5q1AOGBC4l571yIWar71UEZKY6nu4tRWiIMt420XLDJLHnbV6wAqQfXOe3DpC//LlH1pFqONDqTvYeGFJhxt48Q5tA/vQdjpob7HPJeoN0TzwB6oKEadQsdGGx10z6xi5u7bAQDdJ0+hfd/9iC+etmLZ3sph6NEQ0RN/Z8ri+kg6GwBS2j8Lk8aUXlgrhdGGaQecInn90adMHVGbUlGE2tIMlY2eOZVL+BUbLmCZSJ55nj1FjLMwtqy1LWKfnSWWnA1t644sy+jiecMim1kwoSx9etaHFupoUCibZcTSuMNe7YYv7T776lA4m1DxMxDaVjJZS9zEUAqIzfvCDCCXxLYFhbhV/Lrts1v0PhWjFKRI7NyM53/MOMmG/vj0sjH5r0Xhc1lmjCS2kGUsjoiFmH2PMgLc5jvqT2MJIYb5c/LvKMQNjmtC4IAxtk26f5yNI0l83yZ2oFyLxWmz0sgZhhMU1iM8Fy6sUQBp59LZ47JgppHI3h8oTK2wbxLzSExgPY2FrgkBCJnuz9y3XafkmFqpNqhdo2S+4/VibNeU5jtuH5HSY1EERWHtyoR9PMZXPerLPWlD22TfsGaZVacpbFMNe6n2UIEZC9eHrNHam8Yo1GfN7wJibDsBBsM8A4nbN4eyJ3qyfMquoG78euM3f/M38Zu/+ZvX7fxXg1sm3+jly5fxtre9Da1WCzMzM/ixH/sxdLvdHX/zmte8BkKI3N9P/uRPPkslLlGixPWGyayXXPGv9Cw/P1GOGyVKlChCazXluHGjS1qiRIkSJW4GTD1uPM9wyzCS3va2t+HcuXP4zGc+gyiK8KM/+qP48R//cTz00EM7/u7BBx/EL/3SL9nPtVrtqq5//74GWq1mbl9WMA3IGMtVkno22VKtyNqatVDvlEmqYJkfi4fNpLHkfZosuUUWEzDdfKhoq51khR+L8Z0kDKeTQupK+p9TWtp9GtBq3Go/oW7GLPZXE6okU7vpuLVfFuKQyfKf9YRkvQGOTH+TfQ4TPCdFDwIwbtd4pp5Vrg0W69WK+SXp/kkek7GLbdMWpWsvqDnd94Q2uN39CABbW9cYcqYUVBRf8bBpBMqvFocPH8ZTTz2V2/ehD30I7373u6/bNUtMhxs9bijNnkFttWZkspY7RtZS7R1xyejrsPYNayRppbD22EUAQHXWeOoSTrlO2gBhp2/fBa9lyhuvngGQDvSyuYRG1Zy7Rx7m/aSRdKFnGD2NimuZIk3SOWBG0cNnNjFT83L7mA351Jph1ISZ9O4v2W88208Qg6hVMb9dqHkYxcp6Dz0p0A1j9KPEno81klY7QzhUH/tnq3hitYt5EtsexQqH5uu43BuhQ2yZpVYF5zaH8F2JYyum/nxH4vTGAPM1H3vq5rczVRex0qh5Eu7IMHtUfR7ehcdsH+ff/h0IH/9bhKe+jdkXGIHsZNCH36rDb9YwXDO/ax5chCS9Jxawlr6H4eVNNPYtYrTetc+1Ot9GuGbagFevIr54GsLzkWxsmGc17EENepBN8rrSMwQARYwkFh/tnV+j/THcKgmQP2L6ouq8qXuXBdyVsgLczFKSFUqnXKnDXTS6SVFzj7kYjQmbpHG0MYytyDZ7ey8SC2yN9nf7Edr0bJpzhtG0tWHKvHfZ1MvFrSGW9pmyVVwW2jWX5DTRkdJWV4vZEqJP6ccdd+fxagroZMpxo3RAPC9x+fJl/LN/9s/wx3/8x5BS4s1vfjP+/b//9ztqkLzmNa/BF77whdy+n/iJn8DHPvax3RdASsvQYOaP6hHjkJI16KCOemDeI9a3iZXpF9LoBA0iD+ZZscgzkzgpgh+zVqb5rs7MJMCmiWdNI+mThlMcjbM0CswkoZXVVNLZfUhZoDpxUWQcZTL/pGXIzKmFkIAQEEJafSUhBRKlIQWgwPPtfGQBI1cnWVYR34YwERLZWSwLdo+RW3gtU2QfZdc4dNwVMTbnpvWHdO0aIqGkTDy/AGiuwfemdC66gr83n7W99zR6wHzm5EHZrq/IOsru5wgH7qerdEzVZXapA2dImkjEpuPkESwonwsXs5pcJLCdYcvKtmHQJiQKr0kjaRBrq43UGeWZSdzOHZFqNV4tynFjMm4JQ9IjjzyCP/uzP8P/+T//B/fddx8A4KMf/Sje+MY34sMf/jD27t277W9rtRqWl5efraKWKFHiWYTWpnOf4sjrWo5f+qVfwoMPPmg/N5vNHY4u8WygHDdKlCgxEVrfFONGiZsTN9oBUaJEiZsQU48bzy/cEoakL37xi5iZmbGLAQB4/etfDyklvvzlL+NNb3rTtr/9nd/5Hfzn//yfsby8jL//9/8+/tW/+lc7du6j0QijUZrSd4s0CGqnvoJaoz75R5ypICGrfBxZepuN+yykx4RK0n07sGuEtcQ7ua1wHGull5RNgT+L7LG8z8n/flfIeBvsPWbLzHQ+xangk7yHQinzuziEUhl2jErMveeOTcyxhfPb82awU71lIaQsfM7Uga0rOV5H0snXf/az6+eeAZ9XUJ0LOaG+s9coXn834DoC0noq1pFS0BRjb59LUjwmubq255GnQDqp14CP4c/TtDeVIOr2tv9+Gmg9VTu43g6CZrNZGh5uMtwM40aijc7AMIH1+irypsn+utnWmylzqGW+a9SN1/npT/8VAMBv1dFcyXvD+5cGuc/DtU3M3Gk0ey4//CQAYPF+ympCOhsy7Nl49oWmaa8xsWWZDbKvWbGaNwxm+xxaqNvvWLuI2UtV0kboh4llLX3zvPGi720bVgynE/7G2S0cmK1ab+ZqP0QzcNEZxVjdMvV4eKGOSJmsj/uJhbXWDXHHnqbNEhbGCvMNH0+sdvFCYrk45JH2XQmfPJCbgwjffXgOm6PYXhMwHtq6JxE6pp6C7gXEM3vhXDxhDgjqEJU6vIU9UKRT5O8/Cv3406jvW0TvvNF8aOxbQLjVR2W+bbO79c9dRnXfIvoXNzB/zxEARpvIqfgYXDTPPphtAnGEZNiHP2+8rfH6KtzZRQxPmjIES4vonz4LAKgQy2h02ehS8aRWZ9hGzEzicow2DBuqvjwHr25YQi4xK9wlo4ckGzNIWqY9cBpl9lQPSGvqXGdkNfD4GXEGv/V18zxa7QCrlwxzqEGaXhVqC9xuDi3Ux7KMLtAxWQ1G1mvxFY1jMuOlv5bU1+CQ6CnmD6Ud6XmHm8EBkZ0nWmYSsxGjNHW6TzpmdZqTMZskSsxnpdNsmtE2rOxIaQyjlBkKpJpljpCoMCuJWUDM/IlorhdHmQiMydnGshEAnLWNj7Xsouxvt2HBQ8bQQqZzUyEB6UJLN/29dE0GOA3wC6wgIKELmZknM0eyGq0aJgpDi3S/FKZvZN1Xvpex6Izcviswkgp9mo1usIx/w8RSEFb/SmnSKc0ykpBefjIjKaMRpQvfFTo7IQCHtVOtpSCv9evINHtrhRoNM5Xr1IE7Ud/qevFWj8wYoSdk/hN+npEk662UnVtgIoXSjHX9UYJRbMrPmQuL7V3KVLv4amFC28pxo4hbwpB0/vx5LC3l0xi7rou5uTmcP39+29+99a1vxaFDh7B371584xvfwM/93M/hsccewx/8wR9s+5sPfehD+MVf/MWx/Ztf+DRUNYAsGgIAqCRvEMrS3xSn4wzj3DEqjK1RpWjhtEYCYMzwwOl6pZT2f7uPRDbtZyftcIvHZo0rk+5pO6hksjFHJyo3qVWZe+LvtFK2HpSifUkydo7cb1XmvJlRQBXrbMIgKQqTVWnrIBOyl6kjmakj3s/1LxwJKaUNXxBU/8KRufNP2n+969ocm29LKooz9cbpL8fbmy5cI9vesm0NQO7e+bPcpu2ldbrz+9IZjsa+3w30tB4CrRHHsV3gM4IgQBAE11QGAPi3//bf4gMf+AAOHjyIt771rXjnO98J170lutfnLG6GcYP1PRMFRGTCCWgizUKRctiBM7sIAIg6xsAgArNAqC2ZCZROFBJaiHMom0MCli6Fn22d7qC6ZIwGXs0YA9gAUSdhbnHuBOTSIXPdhrnmct1M2M7DTOr2NHx49B5f7OXfz6cu9a0RgMMnurRQmaeQsbVeiBpNBpdJ0PvEqplAtslgMEfhTyx+GcYKI0chjBUOzhuD3dmNAfbOVNGu+Vgko8Rcw8cTqz1rlLjvyCxWt0Z49V2LuNw1BoeD8zV8+YnL+L/uXsJlMnS8YE8TlwcRXrjUwBPrLC7uYDZw0JAKSlJISGMR7sZp6JZpN/rpR+Dtvw3xhVO2DlR3A7N3mzpsHjTHcb/fOrKCzikTnhjMNiCkxMxt++x8IO4P4bfq1iCUDEMkoxGEI5FQ6Io7uwg16NmQtN6p06jtMeLp/QtGTD3cMhNxh/pkx3cR9cxC06mYugo7fSqjCVXTiYJL7cI7eKe5GR6blm+DDkwb4ZCADQoROEvhaxd7IYYktn6a6pCNiRG1gV5PWMMRI6YwuBkKdUuUxiF6xiwOzO2tFZh2I0W6IBG8kCYDl+yvQ5BY61VDTT9ulHh+4WZwQMD1UiccOwkLQvvCq0JQ+vRaw/QPvHjONm2eBvcjFl7Ot+lEafvO8zs3EBTmJTRAoslsUBIOJSZw2JA0gkhM32sNSruQnmADkFaZkCE2LhU+QxnDEVRGOsIhgw0fozWEVjnpBUBDQRij0BXKkzUuKQgyHAEyY5RyxLY/toainBFpN6G4GSMSh+tp6ZDRSFtDkkZqSNouZK14r/nkQttc3hoRc3sB5A1IgDEicUhb0ZAkQzP+yOEWZEih3TG1YQrXzJIDhG/6d7vmorBr2ZwF6jPmdzRn4m0vNPU6TBS6tLbktsztXFoDoIDnpWuxq4Gedtx4nlmSbuhK593vfjd++Zd/ecdjHnnkkas+/4//+I/b/1/0ohdhZWUFr3vd63DixAncdtttE3/znve8Bz/zMz9jP29tbeHAgQNXXYYSJUpcP2ilkIRXzuCjlcanP/1p/PRP/3Ru//ve9z68//3vv6Yy/PN//s/x0pe+FHNzc/irv/orvOc978G5c+fw7/7dv7um85aYjHLcKFGixLVAJVOOG6Uh6XmHm8EBUaJEiZsPOk6mGjeeZ3akG2tIete73oW3v/3tOx5z9OhRLC8v4+LFi7n9cRzj8uXLu6KR3n///QCA48ePb7sg2I6hcOavHkHDcyG3NUWnUImGIk+d4tSKEYe/0ecwsf9bNglTFouqeBlkr8+MG8sK4RSLGeaNpGNSlpKw32X3576TV75HxqQyG8aMHtunlB67f5Wo3DmKv00ZNzrHSCpahSfVWfFZiWy95OpRQjoiVyfSERBS5OrS8R17jJRiYp0W95nz764+i/dSZGRxPQGAYu9EoS2pUI21K8Y07at47wDgMOWUP3uOPV7Sd9O+H3xf3SmE63bEtCEK0HjDG96AT33qU7m927GRpjVWHDt2LGdAuPfee+H7Pn7iJ34CH/rQh54RtlOJPG6lcSNwBAJXYBRrDIl6HXAoMoWear9qvXGWwk3MJGaTrH71cbSI/XLuKycBALUFw/CIKeystlBF/5wJtfJbFMJEYU7xWroA4mu5HoWbzRwEAMxVzDscJl4u0QKQMkcOLdQs84eZSRsU+sQhbkvNwIbCVem7BrGm2JvqSIFelCAhJsts1cPT6wO8/OAsHr+UZtWruBKH5ms2bC7RGnfsadgyAMBiK0AYK8tyGkQJHrhnD7qjGLfNGq9mpDRun6/h+OU+bp+r0X1qzNdcrPZj1Dxzf83eeSSNRXiXnjDPZs9hIAnhzC5BbZJA9r7boE8+AhFU4Q9NOfyV/dj67F9g9oV3or5i7kl6LkYbhjHgNc013XoF0q9YlkHY6SEI2oB0EBEbQQ560OHQ9vHBTBOdp87a/4GU4RzT9d2KD5dYoc7ijLkmhbExgoU5OPOm3cs6abi1TZtKgjpCEu693DPnPkPhaxwaszWMsEnPk8W1N4it5PrjzNN+z5StRkw1fvaH5ms2RG62moqvA6mnO3Ck9YhrTg/OySLiIUR8bUzW6ceNEs8V3EoOCBnUxuaNOqLxIhPiJkOSBhiZvrzuGVYhT49NuBK9WyLP2GA4Ulj2BvfzzBR1pAIn9+ZpZMWr0Xf0zse+lVEQST6p0MSQt20S6ewkSJ1NWJNlH2n6rKUyIvww3BlNW0mMHkOz0YBMQ8NYjPtqjMUTf3G1CQCKSXuISaWla5PXMPOItwCFzSuznZTcxoTuTXF5ZiAx6yjT7PhfHut5tehS5+xlGEkeBdLJEbGPeBsNICLTX3PbtX05t6GgYq8pmZlUpyQk1ZZlIHFIW5/mUgNi2Zn5FYW0FdaGPI4EroTQ12bymDYk+sq8t+cWbqghaXFxEYuLi1c87pWvfCU2NjbwN3/zN3jZy14GAPj85z8PpZSd5E+Dr33tawCAlZWVqypviRIlbi5MH9pmvIqtVmuq805rrJiE+++/H3Ec4+TJk7jrrrumul6J6VGOGyVKlLgWTDtulIyk5w5uJQdEiRIlbkJMHRJ9/YtyM+GWEPG4++678cADD+DBBx/Exz72MURRhHe84x34R//oH1nhuzNnzuB1r3sdfvu3fxuveMUrcOLECTz00EN44xvfiPn5eXzjG9/AO9/5Trz61a/Gvffeu+syXHpkDQPHyTFXtsN2jBoAlqmUhCqTdjGffjHReixV5ySkgnhFgbw0JtQyaAoMpOz+VM8mz1ZiZFlLOyGvvVNgJCmVYxUZLSTzOaI6SnR679k6Ga8f3k73tjoZ77oj8rG/jhC0T+TqzxGAJ2W+nhw5Vb1NW19cD/nP27edYt1l901qS8V62wmT2lK2HQGpJkuWfXSltlO8t9z9KIVeQaNpt9BKT5eOc5fe52mNFZPwta99DVLKMXp8iWcXN8O40Y8VnEih4ck0rS5pTIC2etSBJO8bM0WYkeS3zefq0qxlnzATid+jeDDe/hNirPQvbgBINcuc9Q7alOadhS8rm6fNb+pG7Lnh+eCpAfcrShsv4bnOCMtN8/9jFwzb5tCC8VB3iYXUDxOrkVSlLX/HzKTVrRGW2xXMNoy3/OzWEPestHC+M8QMsVR8VyLROifM3A48jJzEMpTCRGFPI8D6IMKhGVMvkdJQSmO26qFN12v4LjYGMe5aqGGtb8rSqjjYGCaYqTjwtNmXtJYhRx0kpDnibJyB9usQbgR3j2Fuxatn4C4fNBom5FlVnQ2sfO+roMOhZQtVjtwJb6EHNeghJraRv2cFOo6szonfrENUDYsgODBvz+/UmxCu8e5HW1uoLhqmWkJtgNlG3Cb8Vh2DNSPA3dhn+i2nap4LJ0eQM0twKH0yGpRGmXSytF/HRaoXFi291A9pa8pxuRtakfM10khy6Tm4pD3R74ZozZqyBfQcmQGwbzbViuE00rMVcwyLoPJw2K6l74tP4sLW4+/49t25WkybxrnUSHru4FZyQIhqDULm54EMK7497EG4rCtj+mKf2Hssvq11Ohd1iJ3jUXRElJkY8hwvKcwjwwQQVrKZGDP02ad30At8CJcYosxIIs0kLrtQccpC4feYtZEyn0WR1cO/59vQKhWiBiCEhBW45vORZpLWqQC3lC4E6Qwx5UZrbdhLdO/baJFPxMRZrpCA3mY+u11yALqX7D1BOtDSzQlrT2QkWX2k7VlILKAtCyUWImUe8TfcBkR2HcRFomNYWJsTVrhSQBI7lFmigrSR7OdoBFjtrMTeI5CKeAt4NlGPpPFQByYhhKq0oCpmfmTFtYfmPCOqjH6U5Npz9n4812xrngMXV5HcKAOlphw3nme4JQxJgBGxe8c73oHXve51kFLizW9+Mz7ykY/Y76MowmOPPYZ+3zRi3/fx2c9+Fr/6q7+KXq+HAwcO4M1vfjN+4Rd+4UbdQokSJZ5pKD0mvD4J12s98MUvfhFf/vKX8drXvhbNZhNf/OIX8c53vhM/9EM/hNnZ2etz0RJToxw3SpQoUYTW040bzzfPcombwwFRokSJmw96yvXG880BccsYkubm5vDQQw9t+/3hw4dzNOQDBw7gC1/4wjN2/bAzgisdy0wBtmdfTNLyScK8knxICvxAyhgJVeoNKLJIJrFKipffiVWyE3vJWqKvwF7KfrcTimwZ83+ekaQoLfYk9tH4vjz7qPiZ9xWRFlXbex2vB21ZSul35i/RCg47QWMBKdQYQ2m39TOuf5SyjPj7nVhG/LnIytruc/H/LPLMLN6af3wp4Aid3zci70aYZo0qsq8mvROT7hEAklhhqK6RkbSLrG3XA0EQ4FOf+hTe//73YzQa4ciRI3jnO9+Z0z0oceNwo8cNQX8KqadvUxnP24wyXmQVNCGJHeTMGhYbp5pnXZ7q4gz6lGqes7T1LpjfBG0TGtG/NMDMEWO87J4z554hjaT+qjlfY98Cho/+DQCg8oJXAABk3TA+OEPMQnMJPmVO4XefXzEpBEaUuesAaQ31iIHDGkXtmpfTQsqCdZQaFRfzNR8D8o5XPQcXeyMcW2jgIunv9KMENc9Be66Gi6S30/AdtCuuZcssNwI4UqAduOjTuQ7PVOFJib8+s4F79xhG1/luiKWGh2Gsccecqa8L/Rg1T+LyMMEez/zWGa4jqc/D2zSaUsnsAZMhTDQgyDvuza0gfvJhyOaMZSkJ10P4xDchPA/1e19q6qrWQnTmBBBHCA7dbp5ndwPCr8BtzJgKuXAKwvUgai2oDRNOwxoRrJnkVHxIymDjzZrnwtn43ErKzJm5x4TR6gGlWibPLrOQ3D0HUi8vpVGOK6YcW2Fis96cy2RpA4AnKePexiDCxS3KDEfPkSfVI2LF1Rq+zdI22zb3YTNB0f49zQBLpJvE7YPfjWZgjg0TjbqksYHZB/SO7DoL0iRMGaLw/FoOlGDcaAeErDYhuP1ThisLzuI2GkL69K4Tm0MMzbZK77fyUgZGmnHLbENiHkYZxpNj2TnMhBEIheW72DOZ7+gYR8AlpojLGd0UhesxQ0nFKSslKbBTMnpKuqitxFklM2UUMv0NM3kEUmYTayYJRwGsiUOZ3IR0M+wrQOg0fJW1lYoQyOsG7Sh5KoQ9iRZFHlD2uFTjaZoMbXZtpNI5vqZ927GQgHEmEk/XBcZ1j/izXQvIdL3ETCT7G36uYWQzsQnWybJMJNqfYaNZJpJN7En/uD6EZ9qM9olx7ZuxSleaiFyzrxdxljZzj6yLNIrVWDZCj8rK7NeG78KV18ZImjq07XmGW8aQVKJEiRJF6CmpptdL6+KlL30pvvSlL12Xc5coUaJEiWce044bu4p3KfGcwY12QJQoUeLmg06SKdcbz0JhbiKUhqQp4dU9+I4Dx3O21cLJslFUgYVR1IepKmVZSpNYS9sxTaZBkXWU3VdkH+UykdmMXdNlIzPH7qCJk5mEZTONAakWEGsn8b6dmEuMyayb8frZqR6KjKxsJjfWQipqAGXZNpzZ7Up1MKkezL1ObhfF+gBMhrvcsZn2wRHOV9tOJulqAXm2EWsj7aZdFDP25e4nSjMaxkkC5HUtdwc9rjM1+bjnWc9e4qZAooBYGd2ZBr1HnOUkkTMAAGewYRkiIjTsIM6ulaybl8OrVyEpK1d1ifRyqF/grG1uxbVMJH7HRuvEWqIoy86pi6jMm2uFTzxsvrv7PnPNTcNy0V6AGS6/b45dJrZRpBT2EJskcI13b62fZlADgI1hhL0tw0bZpLI1Z03ZWcegVnfQDWO0A7N/GCvsa1XQDlxcHhhvZ8WRODxTxbnOyDJY2hUXm8MYS3XjvZyrmt93Rgn20TVrnoNRrPCSlRbW6FyLdQ9horGv4eEy6SvMVVyEiUbFERl9DRdKOIjnDNPIu/QE4pm9kINNCGYC+FWjkQQAdXoWZ4/DmV+Gt/82yyaLzpyAM7sI3ZiB06QaVQlkc9ZqJDnteUA6cJf2YXDmhN0npIS/aNhpwvWQEDMNlPEvmDVMK9snV+tp5j9iO7HuljNrdGFUbQaKdLBUxTzXdaqL1X6Ezsj8f6ZjPMlnSAeJtYrWuiOEcZ6BVIQXuBhRnbP3erltvMnz1IakTFnQAY0fdS9lIgHArBhBFCbs2jXPXPa61tt9tdBTe5bLcaPEsw/ZmIGEeY+UzY6WTzuuVZJmcHNJR4xYLYoymNUqbTDnRBCzKNXAIQ0ynWrxFKGgkSjzA34bWSMp0enck0gfoNfY6jG5PjGlVJJmdHOYkWS2zGTRQlomks3SxsdsJzGkiX+jYghm9KhxdlFWM4kzuQnpEKuHj6H7mzBXFGLnOX7+4LSwelLhs5+ZiSQkFM/llc7oH5nDJmVom8RGAvIspPRZ03fZaBWZ6hxlj+H9nhSQVIuCNK9AbGT+LOLQss7svqIeUoY9ysw5y0QiTS8tXSjLSMprJCVBAwNaG2eztAEpIym77vFoTGFGUo1Yee2Ki2Q4vX7tJJTjxmSUhqQpMX/HHBqeC+k7YwaEYpr0LIpp2Yup7gGMGZSU0mPGg2yYWPZ8V0KxbKnRKN0vmV4+IZ09QMamHe51GnHpojGB7yGb7j57THafUnr8d9uEiGUxLho+ntJeSmGNQpMMRc/Ufaf3lW8HY0aiTLtQShe+S+unuG8ayAlhaNlnDCDXFqwBqdguMnVypfBOfsZ8b0AqOK8SjUoUA09MfQsTLlRmUShx88J3BAJXIFYaUWGyzkaVhnRTQ0bLGA8kC5OS4UD6CpV5Yxhgj1h9ZQ4AsPmkMTa5VdcKb/N7PFg3Cw2PDC/xIMTWk+cAAK0jRgQ2OvW4+Q0ZO1zHQzx/GAAwDzJEVc2kzpEVSy9nyvhRElFmA8TBdhVblDKeDUAc1rRUNxPHrWGEuxYa+MrZTQDASjOAJwU2R6lx6chMFee6I7QrLhZqaQjX+iBCk/qrmudkJsdm2w4cdIXA6a0h7ttryt2LFBKl4TkCNVrtdMMEizUXGgJQ5nyq0oYTD20K4/7yPaiuPg5oDbVg6kSEPYhKAzocIGmbOpQbFyDnl6HDoU1bHNz9csTnTxqjEz1Px92HZH0V7t4j5nmcPwXheYhOn4B/9B5ThvWLcPccRLx6xt6zM58X7BXDfCgkYLylAODtpwxRtGBRAU3M/TrCwBiQ1voJ1YF5lqc2h+jSM2NBbV5cPrHatdcYdPNGw4h+M7/H1PPm5QGWl83/TRLSXpmp5H6zVA9SI1MjL5rdDmjRrKQN9WDxVkmi2yKJ0kXp1WLqrG3XdpkSJa4GOqhBugWRbTIaaV6gKwUd0SLehhOR4YbeHSkkapQ6nf2dUvBC2zTuMNGIRBouBUwWabaLdcX7MiFWmTA3AKkkBJ3XcyQcEgaXJEidhq/RMjQJgYTffzqGQ8D42EmC3LTfGp2EMX+InAA3CW9r196kIOFurg8lhAmPEmLbEDeGFAI52xJfM3ugVoAohFJlQ9pgwti0LpAHyIikdV5YW9HWBhpu0zcJ+5wnOM4zRqOicLZ1JvPzSeK0ny2EJfJ+kQlZtM+zmEBHSGswKt4/C2xrt2IdBYrDr30zr+hHCgMyGLH8C4dj8hzKaKjn74edFE0aU6quhHav0ZBUrjcmojQklShR4paF1hpqioxsZRrnEiVKlCgBTD9uPO9WBCVKlChRYiKmHzeeXygNSVNi7yvvRLMSQPpumkqZaZtFpocct3qOpfBMVMpIIq9CyshRSMjrnN2XPU/299NgXBQ5DVdKRaOZeUJbCqUQjsyENTn532e+2+4ak8pZvJ/sPamMRVsrNXav/JvdsrL4frcrf/besvVTvJ/iPRbvr1jW7DPke8s+RyBlGahE7fjMJ13jSig+32wd2PC1zLPmreN5E39vzztlO0/CKPcdp8fWSqEzDIFP/8+p72XseomCCqfwTpeGpBI3AMNEwY0VfCmsqCV7b6vEjBk5dQQ1ErBfPw0gpYC7xC6JT5+w4WmjjZQhAqTi2/EwtixCDmfoXzIsjqhHHmtHIOwYhselb5hQqj2vNB7rhMMkGjOQwao5DXkOGw2zjb0qGlTuCvUHPWIbHZRpOFu7kg9tmydG0Yj6Lf7M4WgVVyJwJCquxOYoDWm6e6GOXpRgRB7Jmufg8EwNLfIyDhOFuifhCA9Vj0MtNIQA/t7BFk5uGgbNQtVBJAQcIbBJIVyHmh62QoWqJ6FZJDYJod3Aekz9/hri2QNGqHXYoap1kTSXIKIBnA0KB5zfh8SvQzz9TYgGhY95Adzlw4b6zwKivbPwDt4FMIPA8+DMLsFpzyNZN3Uuai2IeguCwhplc9bWB7MSUKfQNgpnE64PSfs4TJLvicVLu94MuhTKdnLDnIeZXqc2BzZsjbfMTOrSMxwNIrj07DfXTBtqzppzh8QynVuo2fbNwuqzdA0WZa95Eu2ARIEpNTMLcnM4glGnp3E5NOwrZigpvwrlX2OShmnHjWdBI2k0GuH+++/H17/+dXz1q1/Fi1/84ut+zRI3N5Rfh/aYFUT7eN4W83wqM0+mfcLhfp6WdqFjGTcVChkSlqVCY44AmPxEr76V1Z40bbJizsRMUkJbklIqx22OYQZMovPsJABwHApVtaFmLiA5hIq2TK9hwX0W5N6OlUQQKrYsIYDYR8T8ZUaT1q5hPDETR7q2rjTt227aODHSLXO9bJmz/xfPmygOT5vEPkodoAmxljTGu6RsWaRICVFGLJtFss0+LxPOxv9nGUhmm7KQOOxwkjC6PYbrvWhgyQmKM02K9vHYxFsvgPYMA0l5ZkzjMLZhrG3IM2+jQgSKFIDHY4iTD2njeVbVFVDuLkIUJ0DHyVTjxvPNcX1tPK8SJUqUuKEwOltX/HuedewlSpQoUWIytJ5y3HgWyvIv/sW/sGnlS5QoUaLEzYlpx43nG0pG0pSY/XuvQ6tRA1wPgpgrLHxpmRksiredMlwWWqVpPLnh8ecoTK27vK/ohVDJmAVYF2NTs6nVC2kP7T0AaYpNTs3IWxZGk449Rnh+4Vhp/p9gfbfl2qY+rCU7613Q+fs2u1T+Xgop48fuO3sNpxCjzPWQLX92f7b8WdG8K91DsfyZ+8g+Xx2xhX+H55uJgc+dOtm+Dq76+dr6GH++V92us/ellPUu2fJn7tXt9gF84srn3fZy08Ysl4akEs8+Ko5E1ZUYxAp+oZm6ScpM0p5hdugKMU1ID8Zd3AfA6OYIYgi2jLyOZRQFLfPb0damZSSxRlnQMl5f1kpyqy6CAkNw45HjAIDGPiPKLFurcJmd6ef1bdrtvdaLyE5BFhE/S4Sdo3Me1kmriZkn60NzzcNNU9Z+lEBpbb2id85XsdqL4bsCkSImS9XFIFbwpMRsxeyLlIYjpfVM7qm52BwptANp9RPagYNhHGN9mGBf01x/c5Sg5Us4ychqMF0cJNjjxUACJKzfIV3DSqLnACERCRfV1cetbpSIRxDREKo+D+F06Hn1IQeb0HvvhCbRUe34ht0U1AGqM7noGq80CYvKWgei0oDavAR33+2gBwPV3bA6Sno0tM9ekHA2jxeoGj0moWIkJKStbervqr0HAIhDhbOdkJ6dqSvWqApjhQGxip4ittFTF7tUJ+YZDfsRGm1iQJGH2SWvr0+aVc1KOqXcT2wlTsvMAuyLdd8KzvMrYcVgbe5sBTkwZWPtDKubEo0gohGuCTfJuPGnf/qn+B//43/g93//9/Gnf/qn1/VaJW4d6KAJ5Zn2aTmmNA/TpI+GSfNB1q7h9yMzZ5M0NwuImeQQU8ORGi71nTEzPngaC8OM2bGsGuCSsB4m8z6yLJssOwkYZyi5XsXeY043CRgX5J60dsgVKs+c0YLUnrS0455wlKkfriPSR8ruM5pHE5j3mMxs0RPSy2e7EKXyrKIk85n7ZK3Tz1aWSqfaSJNy+wj7ncjpIVkdJJYkYkaSAERC7LWCDlKWhSQy2lSTtrn1z4QIBQBWTBzIMpFobekyI6mKRJp9WSYSYFjMPN5bLS7NjDe+V2k1kpiJFBD7qEpMpZonEYfX2J/fJOPGzYbSkFSiRIlbFlppJOEU6TjLNM4lSpQoUQKAUmq6cUNrRFGEra2t3P4gCBAEwTWV4cKFC3jwwQfxR3/0R6jVatd0rhIlSpQocX2hkmSqceP5htKQNCXiu74bcauFbJpGlYlfBdK4SKWnk2hMrcj02aZgz1uYgbynDiBLsLUOT/iOsZ3FfhLbphDHm41xZUt71kIO5O+d1+rFON7dhhVlU21mre/5rAm7OiWQKVOxNKrw/HaDYlkFbzP7s6k3bdWyd3XM0q8nP8cJn83OyeyvXFxyMVMCZ6mAsM+xmAmi+DyvhO3asiN2bsOqMEHfLZhqWqLEzYhQmfh+Twrbv7BnltOqj2KFKnEzFDNhyBMrR5Sda3Ef4gtPA0j10WbvPAAANgsbAPTXzPEhaSJVZ0lvgBhJfsPD5ccumN/fQWnhaWI0XDMMEKd6xrIIOSuYIG0eR0go8mjPNBZs+QFgT51SPmcyOfqcJYa6HmaiVF0PZzsjHFuo0Tk0ZqsO1voxDjKLKtYIY42Dbc9eQzgCUgAzNcceM1NxkGhtzx0mGnsbLnxH4nzPeFsXay4GkUJVJPDI89nyHWgt0E8E6uydjUe4LOqYA6XTVjF00DZspIxOhHZ9KL8Ot2PqMpk9CNlbg/ZrVudKNRaRVJpwNs9Bkf4DOIMap7KfTYwneOkQQM9a+1WIlms/i7mVlOHJ43CDmGLUlydBHZqyM3E/309MfXRJw2q1F6NLrKMOZ2jbMs91ECY4vW7ueaNvnn00yrNeKzXP6hI65OWtEgOJmUijWGG+Ye5tjjKysR4WM8EckWp3VLg9kMucveNyuGW91jYjVUxZq7wA2nsGsrZNM25o4A//8A/xtre9Lbf7fe97H97//vdfw+U13v72t+Mnf/Incd999+HkyZNXfa4Szz0ovwbt03qC9vFMjzOZIRqNs/NVnomDOBybI/Inj/ogxwtSDRpiCbk6ZSglrH+07Vwxo/mjuYz0HdI1UZadBKTjBO/3pIZP77wsRgXwNg4NQz7TF+fWQrSv+L/gf4WGEOmcWzspW0Zow1DSQqZ1zAwl5KMSWPHQah5N0FTK1ldxXp2tQ9ZHyh0DZiaNz74nZY/jkjkyXWN4OUZSQQ8pGkHQHGNiJjauu50YSITiuqK41dJNGUik3aWJAczjYKRTbT5mIoU01kQqm9GOTlPI1CqFgE8MpHSOIfNbT6JHGUCvGrsYN55PKDWSSpQoceuC0nFe6e/5RjUtUaJEiRKTwSHRVxw3ALzpTW/C5uZm7u8973nPxPO++93vhhBix79HH30UH/3oR9HpdLY9T4kSJUqUuLkw7bihr5Ml6eTJk/ixH/sxHDlyBNVqFbfddhve9773IQzD63K9aVEykqbE310aoT4aQWltraIRZ6GiNhNxFraMJTmZIqTGKdBrsnGuHD/Mh2QtsKxOn+7jmGeZOxewTZYBQpFlxObUhKz+kYoy90P3mrl3k3kgzTpg6ii97+J3VwM54QacHe4pi2TCJZ+JcmTZNoB5jvzseL/ZZ773pLSeef7e4wyAGZOuFKRPIsbjrRnjz8yAn4+pc7Lok8chZZGlXqJsmy2ebzdt197vhHZbvMfsvXc715p9RyMJr3yOMrStxI1AGGuMYo25qoNhnHrYAKBOLIxEA0NpWBu12LCCVHMPAEBowzYS0oHD+jg9w+LjTI/BTMOcJ4pRYcYInXvITKS68QiONkeoMEvpktH3CbeMl651eAUAIC+sokp9v+qbY9yVw+a8g82MlgIxRVrL5hpVyqqltfVQsaebs6w5mX5ibzOwfdF81UEnVKh5jvUotisOhAAuD2McIq2jtaGC7wl0QnOfK04fmzD3zyzIWU9jbaThO8BKg1gtWgOeRCJqUBFrj2hEkKhjZPXoBl4Ts2qExGvY8leSESAdaJe8qV4VctSBSEKE8yarnjvcgKoYvaJ40eyTg01AJUjq81a3yDv/CKI9d0GEKfsIo57x0I7S7GTJ/D64aydNJUoJTZlsmA1ms9+QZxfSQVeZOuZ+m5lIXaqr9WGEU5uUxY+ey2bfeKHPbQ4xIGYaayUl7BEm9tLMYt3+H1Qp6xppIzG7rllx8ZJDM+Z/39QXM5Ga1AZ8J53ftMhRzb0ztyktXZutje/ZesqFtJpTVwuTTXS6ccPzPLRaranO+653vQtvf/vbdzzm6NGj+PznP48vfvGLY+Fx9913H972trfht37rt6a6XonnJoaJhiKGoc3aRlvJepZC2r54TDMzo1VpmSdF0DFSawTEGGGmIWdvi4TIsEGYQZRf22iRZydlt9m5tyC2UzHDG/cFhoFj9mZ1k4DsOkZCqzhl0WhldEUz2dgg5MRIDKFZPD+tUZHEKaNGGm0kkdFIMsx+o52UXW5ovk52X4FBxEykSdEaNnrF/m5831j5kV9vMBMpy0JycmtHAY8jBIp6SEk4lpEtm4mN62s75FhIGeYRAKupaj87rtVGArUz1kPiuVCYZDOzmetyG8z6ga0mEorrDmHnDUVtJJ5nybAPEV0bI0nF040b14uR9Oijj0IphY9//OO4/fbb8fDDD+PBBx9Er9fDhz/84etz0SlQGpKmxOeOr6FSHyGMVSr4lQlNyH5OtLY0veJiPJmCFudIaRfoY9uMgYJT5m57rBRj+9JrjFthxsua3if/X7yvmL5LcvRDnftNolTuM/9up2teCZPKfyVczbmz/7uF/eZPjtW3I/L17mb+96/wzHa6t2z5i21w0nan9lk8JvusroSsoZLLau9L5O8ncMfbcrYOhr18KvPdQkNPZSQqCUklbgR8x0xwOLwNSCfQLGgaKY35gPrTpgklk0TB5pAoZ3YP0LlsvmvOAABoDW5F8ZMoRrRlFt8uLfRdSt3u181ELh7EGG2ZCWRjxSxUOqeN8aqxj0PctpAM6ZgDxkhkw+rCoQ13k0GNC2A2ZCxxhEQzyKfwZQUY7veFEBgmCWaC1FieaI3FWmpI2hopLFQdJDoNHXCkoelXSXx7JJpoJSNswbcTRi2AVqAhoaE0/W64CRG0IXWSTsa1gickQieAr8lAIoFIBJDUX/iOgHIqcIZb6DkN2gd4jg8tXbtwUJU25GDdiORySJZXgfLrxuhEBpJo8XaIJLKplpPGIoRfh9O5iGjRiG3L4RZEEiKZ3W/OE/atkYon4rxQ6mqPyi3QG5oJ7oD6++6ItmQg+vZaz/b9XWoXHdo+eW4L+xaNwaa7ZcrKItseGYKSWEHR82tQ+OESCWjzvGC+7mOuYso0S22w6GyoutKKv+aMQwAEC2xXmgAZkuzihxcvKk4X0FcJE0H+zA8Ki4uLWFxcvOJxH/nIR/DBD37Qfj579ize8IY34Hd/93dx//33P+PlKnFrYZRojLRp7xU2HhMUvytCQsQTwpEyEFrZJCcCBYOStfbEEGSw8ah/cWnh78qsUYkO55+J1LBk54+FU0+8HH/OGKL4ey59NvTLlIvC8IQElAshSUSbhLdFEkMX5CG2NYTY/RJA5jhtwto4/AqgkLjMsWbnzoE8xbC1YihbXkSbi6wxqbSTDEdZCRRHmM9ZgW3+34VK2wcbE8l4JJJozHC0U/iavTdrdCOninQnGo4A5IxHPCby+B9Ro+IEGXGirVHJGpAy4uNZQxkAkHS6NSy5Utgw6cCGtNExFBItwj5ENNz23qbCdRo3psUDDzyABx54wH4+evQoHnvsMfzar/1aaUgqUaJEiauCAtQkylkRpSWpRIkSJUqAFm43cNw4ePBg7nOjYYyUt912G/bv339drlmiRIkSJa4e048b178sjM3NTczNzT17F5yA0pA0Jf7i0YtwKz0S9yXre8wWU/5sTKmaQr34/+yWPXpXEnbOijUDqXdQMLvDkfZ/3vIx0kk/22NE/hh7nQnsl6LFVSltyzvp3pUydWLvURc+0++1ytx/Zpujg06w9l5PC/Ck+xcZD2r2eyFF5jmYOs3VMYW2icw+KUUqPO1ev+fB9cqdnMrUv31miZr4G+DK7XFSmXP3KQrt05X2N46b/y7btmNOZXuV0Hq6dJylHanEjUQ2vJe9apSlFluhQkSsD49DFJh5Qt6+pDYLsW6Enb2jLwQAhI9/1RxCXsfqfBtxz3jcWDjbJRFkQWOC10hDggYkzF0jweve+TVzrJRoHTFhbqPL5jxOn8WnE+jIXM9d2kf3Y37H6dpVPZ3U1FhUmtglA9d415mlNaJKmXNjhJ6Lqiet2Oai3kRHz2AQKbSGl8y1ggU4AqjG5nyXUYXwArT7a+hLc93AlQiG6wgrs/BHGwCATaeFdn8Ng+o8Gtrcy1BX4UsBVwCRMvUkIRAmCnU6Bo6HSLgQQRN1YhVdGnmYDzwo4cClGeNIARWvlnplAXSdBhpRH6rStvvkqAMVNKF8Yzjwuheh/ZoJh2NBba+COGjBHRgGWtLcY73FnZjDgvNhz6v9GF1if7GQ9iaxjc51Tbm7o9iGra11jWf6KWoD9bqPi8RE4nmMR2wxmYkhrxGzbabmIYsGtd99c1VUqWGzh3l/2/ymQu7jhi8tg0EMTegkSGRe+9V0PzMvyJtu69arQnvXmDlnyjTO5bBR4kZglGjLJJeeafc+M5OyQtDSvLOwwsmpCLWFDXOj+dcYMykjqkzp2Lkv8hwPLjFMXNa7nsBQ4reRmZxZ+QSA2UaZ+C4AmqhIKhPyZhlJExg7pgwuXNcFKIwXyoVQFJ5m71OZfTrDHNqWnZShu2xzbJ6VBIDSLWkAEGkSIqX1tsLaOyX0mbSPiyRz+wQcmRVdN+yjLAvJkQLShq9Ftu+0YWxZQe1iCFsxGkHKcSHtLBMJMCLaExhIACwLKVEasQ3rN4dYZlImIoLblUK+7QiRDWWjS1AFcZv0HYkKrTMCnusouncKZ5PRIK2Hq4SectwANMIwvC7ZPrM4fvw4PvrRj95QNhJQim2XKFHiFoZWGkmorvh3NRn5SpQoUaLEcw9GW+/K48bEeJPrgMOHD0NrjRe/+MXPzgVLlChRosSuoOJp1xvAQw89hHa7nfv70Ic+NPG80yZpyOLMmTN44IEH8Ja3vAUPPvjgs3H726JkJE2J9Qs9OIGeyPSwOglkUs0yRlKWUjK25djlaSAcEmCW6Zb/n8RW4s/bMUaKLCazL3/NrGF+EpOI753ZRykrRlE9Ze6V7ndsn0r3mevk66n4f658U9Yf193E72S+XgFATqhj/t9+dpyxfVIKSEdOZCnx/5Pq3XyXua/C5HUnFtdOrKP0d+NtD9h9/RXrSkgnxzzK3pd0WWxb7NjmktE1puNUmM5DUNqRStwICONR00jFH1n8mLXTqq5Ej1x1rKPUYDmY6gwAQA42gBWjoaPPHQcAOIv76CASRx6GlknE74TgsYC2YW/TMkz49Q97xktXrRiPt3QkBhfXzalJX6e+Mm+OXb2IwCW9g7Pmd848iXS3DCPI2TpvPZ9WiJMYJwGlXhaJwoIPRIIYU6MBKl4LHpR1M2qniYaO4AY+VGIYPC0RIpIBYtIrmjGiBdCVJmpDYvA0FqCqs3AzHWnVFdCigVrvAno1o/FURQytqF4ox3XVE6h6EopUnYRKjPdUCoxgPK4LfoKhdgGtEdgEAkDoBOiOFGbJMVtzAK0lIp2mNG65AWINuIL1QSQ6soaGDhG6xMaB0b4IK7PmGA30qDpjFiKldsJtaWuUYHNkDupTW1rrm+fDzIbTlweokTj2gIS4+8OU2cNjB/fpvGW0G77Vn2CP8krbaKuwDtKR2Zo9/vCMuR9u0zXWsNIadWJFsAg5txfJguOZAZFTRHNbcjoX4XSvUVtvSiZrOXCUuBGIEo0hsTVZpBok9u8RM0kKaZkhIqatJBaG1b+ZkLGWmSciw0jJiHMDABz6veNaYXvPCnLTllklScpIYNYtM0+y2klS5+e8Vvqa9idASkPhYzKMJv6cSAGPxJqlJHYSMZPMTmX6dZXVSXK2ZyUVodQ4xeIKukjbgdlIWSHtImzEQmF/domQE9amfcxEcqSAYMHsKKN9dAVB7TEmkszfoxZyjIHEbCPNOlKOb1hJSBlJNNTlWEjMUIupgVidrQxzTRX6Wr5/c+/jmkgArJ6iLwUqPG6xsHhkWMUipG08TPX2rhZTjxvAW9/6VnzkIx/J7duOjTRtkgbG2bNn8drXvhavetWr8IlPfGKq8lxPlIakEiVK3LLQ0LkQve0PLBcEJUqUKFGCQlHKJA0lSpQoUWJKZB30Ox8I+L4/dbbPaZM0AIaJ9NrXvhYve9nL8MlPftJmcbyRKA1JU2I0iOCoKKdXU9Q7SvWD4jH2h4rC3OcsE6fIuFETGDiyoIlQZMtM2krPH99XYIewzk923yRsp/GU00Hie43DK7KPVHZfMn5cet08oyvdv/u08VnWUf5/mdtnmUZOvo7lNgylLEtJuj4dm9dWAq5PXe+mfe22nU3TvlSc3+eQ10wwIyJzz8X6AIBkdG0eAhOiMF0a5xIlnm04lFml6kl0KIsWe9HCjGerwaw/+sweQCXTDGCcAt6lrG38ruqBYXF4UQQVGo0kZiatfvVxAEB9n5mkqDBG1DMeO4e1bIiVMtwwnrvGShvDNaNd41aMB23jxBkAwNyxQ4jXV831///tvXu0LVdd7/mds6rWa7/P+5ycQ0h4JCCB0CAxkG7iSDR/oBJa4rAZDQkDB0qjLRCRoEACGnMhXDtD4eJor0Mera0XFcbtQCsQQL0GEi4YoIUAAeJJTnLe+73Xo6rm7D/m/M05q1attdd+Ze+d/D5j7LHXqlWratZj1az6ze/v+2tY1U7dKE/UivEDiA9fDHneVnmbOmjmWbLVUsZNO0R7Htn0BUhsFRXRXUazNoa2itDqGTWUTlqAVmigDZ2YdWghUF88jXzMKKRkZx5Zcw/izqxTPQmtoYVA1Gu7keRE9QAZQbVm0EpNO1eSSTSRo60jjGdmWhabfUsKsfFahLo0qp7w2NSEwPl2jrqtHkeeGc1YYC4115rpBFgSDdThSxAvZQmQayTSKoIae5DnGr2k7kZZz61kmGpESO2wbTvTrhKbG5m3Y9tUFe/0cheLpevgXMdcW+dXzP8zix0ctYqhx+2xJhXS3qkGTp0x6tCG9T+izyacL1LNVfW8cMocj6ZVOO218yRSoGXPK1IgUTUdqtRWjyW0StzxMzswqMgGQI/thZx/3EyrWZWT9ftQ9TGo3sau5zofrYwzp0Qz20GufTl06XQsTo4BwCiTRFi6HgDs/ZhThNqqZgD6qnHRe03zhfM4tUoG2AqT5J8kA/8kAIjiKKi4RSoq2xxque73TSorlLT2Fd38TPTeXX2h4X+XplJy4pVJ1HYVm4p1YUUyNbwqmQ73ZUV5+/UgYJQ11HtIW52tygPJfSf4zKmVhK3SVlIkCZVDZFlRcUTHMutVKpGA0j6QVO203w+p4IUEuHOA1Ec6Ml6BAPrOAe9/VKwUDaCvKp/WXnXk9kOg9vWeSMW+pBZUapPZYCWSWXk+uiptAGrUfmOLlKwnTpzA1VdfjQsvvBAf/OAHcebMGffZoUOHtmSdo8CBpBGpNxNEdWsiVnoo7U/3SgppbgAqU92GpRqtFigpBELWkXpUZdrtlz04yFG1zZTeRgWptaojz1Vf4KOwzXl/cIleqzXum2H7KtxP4fsw3Y2CQeWUtr7Utqg/kBSmsVUaoFekdg0jDHgMM8kmI8G8FMgZljq5pv0UDQ5UhudUVSpbuK3hNpcDSgCQy6Rv2lowKQo8sszsTHJtzUhz7YwhyRizbTXgzVj6hwb7WRIVzSR10oSwhtX5tDW5Xjxt5rGm15ARxJyZRmbb+55v0uHmHzYP5fXpCeSpuZlU9oaoYVOQiKzdQ55SwN9ee+w1aPnkOdQmzIN9c78NOJwzy6ZUu973v4Hk6DNMk5ZNuplqTZt5Zh917+OFk9D2xlRoBbl8Ds3GJHRsAmayPQc1thcibUO0TXCp25hBJKQz74ZSiPIudH3cmX2TWbWOEn9TmadYlC1MZMvuZjLXAHSOpgR69Sl3bITWrnSwTDtYQg21SGDZBgJbkQZEhFokXPpJqszNbap8CuNCqjCZaCxmPmi4r6ZwPpVY0OZamkgTrDrfzpzcP5YCp5Yzd54kUvQ9oJ1cNEEVut6eXUld4OYHZ82+6dl7DTLWrsURHp01wSJKRWs1zTE8N9/B2IRNTbDfo89qdntqscSBCXOu7LGm7YfGTaCRzLbrscR+G1RyaQcRpQ1SahvcTb9/uLMBJHvso7nHoGzaG5ml6qTl32/wgUArjNRvcGYbsx2ED989OtWzYkBJRQI1G2R1A4D04F9R5l0PKPMeprZRMMEHlGKf7kbfj20wQtlrd5RA2sBCFAQ+ACC17zOl+9LdKI4UBhPoPq0cUPIxJ4Fca28urYFIaBdQMntHA1KZ9lJKllZuO3WVEblbfCmYsklQv64gECEIULv0LVGYlwJQ7rnNBlOEgE9jswGkQvAoDwKHeVoMCKIYQOoLHFEaepDGpkuBo7KRdqY0Unte+gCSmZXOX10RRKy6H3cBtJKhdiSA2A1GFPuUhPZf2nEBo3IASeR0vm6wQAO2v9/4/Oc/j4ceeggPPfRQX3XP7Rz02H5NFMMwzHrR5sK+2h8/EDAMwzAArNfFCP0GwzAMwwDb3m/cdNNNZvC84m87YUXSiMwcHENszUjLlA9i0Xi6lKYUqEz6lEyBemmQ4XLIIMPmUH1UVoaERtxuHqciKS53VAWN3za49pdNyUNTbtoe2s5w3xQVTqXlB/u5nKo02v7xKWbhPGSCXTbFNp/BfafKRLtsoC2EKAxmhN9ZbT+6/RLsx3DbRj13zPTh+6a8f9Z77pBx76BzJtzXVWSd1ffNMJTSTj0xjO2+0DJPTSi1TQjh0pOkHUabsGlBudZuNI9M9EkRQ6O3kayhLsxIm5ObkwmxTTPC6ROILzBKoJZVI3ZPnwVgUtIAYOnEGTSUUXp0Z036mrIKpdqkVXxI6VKKyXSbPgOMqTcALD9m1E+tQybNTCzOmRlkhPSxhwEAyZGnm0kwn+m6McmWy+ehk7pTDAFWdZX3/IhiugI0pwsjy3VKYbP7SWgFkZrUN0r9Q9ZDLJaQ18cRr5j2d8YPYmLlHHR9HGlkVTQ6g4oaiFbOI6/PAABirSHSNla0maeZ1DEmgNmuwp6mOV6dTKEhNM61MxydMCOzsTQKp26Wg8bnJuoR5rq5NUQ1TTvVFZiqS3e825nGbCfFvlaMMytWKZZr5FojsSkHjy72MFEz2392pVi++GGbojbfTbGS2vQ5m6rYy4o3Ee1e5oy321aNRuqjibGaM94+tm/Mft/MM9Uyo9GHpxqYsmlvYzZ9bcaqluje+chE3ZdfLo0eU1qC7K34dANr2iqcmsyr43RijgEpzSDsdzaYbgLYfTxKv8Ep0cw2QZnPdKanNBrm0lwFtKbfmP2tkPk2qUryHuAMl+1nAxRKQCndzX7fpc9pUveQbChIeSulu0n7n4zCjbrGNp8W7VZi+76qfVCaJ1OmP1V2YQoaObwyCaD0L4korkNQP6Eyo0TSunJ7B1FQ7dAGCGmmB9cgMoRWWhfUR7JUyp6UVCjdFxeNtYVTJZFyVGgNoazCqJzGppRX22gdvFZeRVbeHtomoM9QO0xjC1PYACCzZ2NopE19mTNWp9OjpEKyzava/EL6mlObSd9v+FQ2m/mgyVzcprNlHf86LxvOr90GZRAqVyP1G0+1FAgOJDEMs3tR2gVrh/LUuq4zDMMwA9B6xH6DYRiGYUBxvBGsNJ6AtuwkOJA0Iv/jpQfQGBt3UdIq8iD0mpeitL1SHmmutPNNKM+bK+1MLcufjQK10eQNy75pgI/smnmKI4bleYdt86A25koXtjVXZpQ1L09TqjAtc9OLy6rat6OOFoYqmUHbVt4Pkfsr7ic3v/DvB+238usqqo59X4SfzqHgfPGfbew88W3uP0+qzhUgKL0Zy4HnyCi/k1xpdJeX8N9GbnE/Wnv/luHzPdUu7cxOgK4TWmtvuGxNL6Zs7fhICOeVQKfpbMeMeu1pWtNtDaiG9Yyx/jLKGqqSuiO+6HnIHzXm2slR442kOtYTZ8wYUdcWl93vJUrMstNlqwCyvnG9hWXEDTMSmfesv4C9PnTOLaA+bVRFpFLKVsz6847xP6odPOxMObPTxqQ7edqzzfadN35KcnIPkHpjzHzyEGRvGTquOwVKPnMUIl1BtHzOeed0po6iee4h5JPGTFxHNUBIyPY8VMuoimikVuap83iIhIBuTkH0lhGRcqmXIhMxZNJy1wehcuikiSk7qjmfxkilwHjNj+T2co1YCuxvxU7Femo5xUwjwnhNuuM7lkhIAI1Y4NSyOZ6TNYmTyynGraJHCqARSzyykGLSrmO+qxBJ4HHrbTRZj/GjWbOfSOWzYkdFU3v9n19J3TWXrq+L3azwvhZLzFnj7fFGXPgskgLTe5p2mlnmnjGjcpi2KqSpVoIJ64V02Hoj0T31hdNmn9YiX4bZeyTZUWQyVs86viw1+XJYJRKZb6vWNKJFYySq60YhJbrG+0k1p6DjDZZxViOWceZ+g9kGQsUGKTtCw2mCzmBllTWJ/a3F5J2URd4nyF7TkJMhd+CHRColWn/opeMa0it8pq1CKfRYov9RZNW3VtEihTeJdgorReuyi1e6z4S53Aaj2BUQdorOjYKHlEkAqZPMtYnULVImxl8oUCSJPr+kAb/1QInU9xFlAAQHzG2nMN9VQTvK0G2y8USijAnfTipaA2WMokM/JKdEKm1T+VgUG+wVVs4LifxVY/JBCoy0rerZ+R/luvi+wki7HGcJd+sgHyQhfN9G+8oZa0fCeyHlpDqy13/qU/LUK5HceV7yiBXSez2tEz1yv7Gh1ew6OJDEMMyuRSuNvDdCIIlTFBiGYRjY1LZR+g3uNhiGYRiM3m9wIImp5GeetQ/jE5Muagx434MyYcCSPC98vqiP7JZzSFNSnOjgeyXvjDDaqwbc5RTaKIrTaNSS3ieB8qQcJfbfKS4znCfctr5tVqX3Wrttza0XUnlby9uptPdICqeFlNc/qJ20TeHogLReR4VpVkUQTvfTiss104vfHbT+sJ2j7iPAl9Ectp/Kyy1vc7FNxW0K53GVgiLZt61UScrPK/qXXfGbKAfww21dXmzg/f1fGR2tnZ8Lw+w0OrlCnCmMxdKd93Xrf5Q6NQhc1bapuh0ttgrWxa4ZVRuvSfdUq6yiRthy9+jaUb20i+ioVf7Y6m21p19qFnfyOACgsXfKqYtISZRZzyNSIek8d75J9ZkJO025z8gjidx64oYZtaTlpmdPIZ7eYz+0VV7mz5n/K8aXSY5NQC+chz54kXnfWYTIOsinjjhvnGjhcUApZDPHkJz9EQAgmTzkKn0RIl2Bqo87pRZkbPyjVO7mJa8KuTLrlF06aSIWAtCR+Q8AeY5MxOhpW7EsAppIcbYbewWZFEhUD/NZjLHI+gjVIyz0FGqRQD0mZZH5bKmnMNOI3OtaoNZsZwqp0oikr+IXR8CJhS5aVrX02GLXei8BdguxYofzyfOoWYswb9VGZRU0XePPLfVw8YHxwmfnlswSJxqJ80Q6OtNyywSA/ZN1u42JqwxHyoejtnobVaprxtL1IeSV5Pwsukv2+Eg3+i2tyohQ9Qk7fdF7W9iRdWXPd5H3/Ij0ehm133iKPRAwOwNzz12cpkD3TWTCo50iydkW2f+JtCrEqN7vmySLakCozL0u+ycJqnYWoMsVwHRc7ZsUNCyJEkSxVbzavsRdcu1Xs+C1UxyV9ouGvX+0H2hh1Ek699c5paxvkvTV36St7GaUP0Hl5fB+uVTNrrDeshqpSp0k+kvYq6DCHBHeMzuxk5HWm9dKOS8kEaqLyA/JVWKzKqVQhRRsR6GdFZXZnBdSRN5Itv+3KiQlIqdA6pWUSKH6aC0V2cr+R1HwjEmKJKdEkr7/6PM/IkUrqbJLSq3iyp0BLHS8sSrR0IqfNyrgQBLDMLsWrUfMWeahZYZhGAZr6Dc4ksQwDMNgLR5JT61+gwNJI/K8PTEmJ2NzJpUfSoc5/w+KCAeu/5Rf67x/gD5VSjl3OHwwHrT2MGbuqnEFObn0vvxZmLcKFPOK3fJWqXZgtqu/QgBtqw6USOG26UCRQ5+Nus1Vubgh0n3mP6TqCPSaPg+nm8+Ez112Kxw8glHFavsDKCqSdDnSb79K+ymkqgXlMZOqc6CsRqNtjqTw21reTl9Wbvi5DxRHbtwJZXOyhcRCvT78+6tgcpZHuGg/ta7rzA5Ba/NXiwQ69jylUTkqqpVIoGEnnreVs8hDhxR+7UwjIp8ee0GQdA0hb6A8dX5JYt8F5v9j1j/pwFHz1eUFKOt71NhrlDnpcse+nzTvf9zG2AX7AQDLJ4xPTXO/WUfe6SG3aqXIKpja54yvzdTFZh3d8/OI6kZpIiamzXo7ReVJdu4koolpX60r7SKfPwd14NmIzxj1EVrTUM0pxLOPQDWn/JfbC9B7LjTL7y4BUQzZnkc+ccBs6/mHke57BqLOgqsSp4VAtDKLfOqIUy7puA7ZW0EnarrrQ5Q0oJVGMyH/EI12nmCqLrBoJe0zdYnlLEEiNVJ7le3myvWbpBKqRQLNRKKdKpxYNCOnexoRAIGu87uzf9r7IgKmD6aqbStpz6nXaJR2yR7D+bZZbruXOwUR+SARSx3z/sBkw70mLtxr/IfaaY49Y+Z4kgKJID8kKQSmrLfSBXYeUpvS+VuPhK/SRsrXzqLdKPJqybzPiixWknIV2qSEGjOqNtGz51KhgtLGqrZxv8HsZGIp+tT0pEhy94pAn5lQWRWitPK+SVbJKq0nTuidRAoPukel35pWWd/9X/k+UAeqpYJvUjCPUDUIq3SpW1VI5Lw/bXPgfZPyvu3wzwoa/j5VaQ0JgRy+OrGEuX9VShfu+XOt7T2vXV/fs1AEIQCNyO1PscYByPJzh3uWKixHB/tFFe+nYa+FpDJy6iO7j60KySyzwguprEYKnzeBoh9SqforKZKsMBa9TBW8kIBqP6TVrKVWq8gGmHsgek39RsEPqaxECivXAYDK+p/DoqjwVssYOt7YBZ37jWo4kDQi8sF/hhxvAUpBk+S6XFZwmORNFm98hIwg3AXdysVJDiqlMz4liSilDdCFoPIi4RfuXw8KABUkk7l9GUgmAeiUfrThPLmfFqArSizSNdVtZ7CtbnrFZyIqTycpquybtibK2xlMg8qhQ3O28r5Yw3abtla0T8rgmBePvUhqbnrlsQ7+V5bw9A3yH1Ud68I2KVca1m273T6d9fzrjZ7v0kuJw89EXEO8tFz+5powHklcxpnZmVCgoJdrd8NFKaI0arWcKR84omCEfUJvBr9vkpnT99PYGBS7YHBcdzeFomse3qO9h0w7Zk2qW9yagKagju1bpp9t1tWxAaHmgRlIe7fdOrQXANA+MwsAqE2MoWUDTgRdT7vnzfdFkN+azZpAVEQpZuPT5n+tAdVeLgS75cQ0orM/Aho2+BNFiOYfQ7bvIsRzjwEw6U16fI8PmGVdc12TkU/LSFqIls4iG9uHZMGYe+vJQ8gmDpjgkr1hFnkPOmkigUBkl6eiBmp5F0u5mWdCraCtm5huSBcgWbF32gpe8r8nUXhoQePweIyu/byTa/TyHPXYfzeSAgud3D3MLHUVunmOVhK5oEwkgfluho4NSK2kuTv29J8CSCF0c0+fHZ4yD47ffdzckF+4dwyPzhrzdTLSpnPn4v1jmGqaBzx6WNjXMvtgvEaG7xoH7fcoPU/a7aLAWzORvsRzumL/d4oNFdL3JfSgRfu/Menf08NCuSR5OZVjHeh8xH6DlazMNlATPiBLv0ehi4OOWvvULbq/oay3MNWtnO4W2wBCnARmy2VD7oye5mVluluI0Ko63S1AK+UDNs4Y3F6H7XZmwgcfaJCFrmmiYgCaUFpDCuGDTgIuouYHT02KmRDC7SuT5hZsh0DlAHL4eRnhjk3FdaLqXpymVw3ShvfpWkHkWTDNz9+3rEKDSs+FVQEk2KCRTW1T9n/ZULuntOuTXErbOtPYnD2GbU5opE3vJaUrZzZdLQweVQSOwu0vmMPTgIXbdhswk3H5tFwzKlcj9RscSGIYhtktaPAIAcMwDDMyWvPIMsMwDLMG1IjPG08xOJA0InP/8mXkjTryNAuMR0mxUXxffg0UR2nL70mBIu3In4xk3zT33iqVRCQh7YjCsGUPItyGcvvpv7IqFRVus6LPqr/jll+hVhGyv12F/RC8lhX7Z9B2DdveqlKNheNU2p7yPINKPa62fVXbFR5XNy2hY+6PK31WnnctxzV8Tca55eOqlXJpLuX9oHpZ3zb2HePg/aBzUEjZ1/4oOG8XO11sBJMKOUrOMsM88aRKIVUKCl6VsmyHW8esQXE71ag1bMpSas7Uhv2tkCqlEUv0SkUHGlYDTqOFsjEJ2Z4DAChKd6NyzFNGWaSzFHLSvHYqSDvaF9sUt+b+GaycNObYdH1SqTE6TsYabtvo91y+TkSNmlMn1Q/sMxOt8lEtzdl1J4CMkFsTbsgI0eFnID/1MOSRZ5hpi+egJ/ZCdpehZk+ZadNHILLUp1U0JiCXz0GN74dI27ANAqLYpClY425ohai7DAiJXmRVNXnXfCdpuWn17hIWZcuZR+diHNMw5tY0wtqIBE63c4wlEuPWcvxsL0Ekc2RKOzP18+0cB8ditFPlTNNrkUAjFjixYL63p5lgvC5xYqGLqboZGT67kiLNFcZtqtpKmrsR3UV7vSb10FI3c/v98Tlz/EiJtGJHTg9Mmve1WGL/hHk9YVPUplpmOZP12KXPhalsAFw6WyKlMX232wH4kWXaX0DR2BwAdM0o58L0Gals2oI129Z1k2JHKiZdn/DHk84vUktEtY2ntlUoGxhmp1CLhPttibLNhffadvjXRcWICl47ZRK9d6qQwJC7pH4XWa863c28sO1T/apBUii5ZnnXGFFS2cRWESOjCEJQ2raZJSVDbvoKtFEVFbZdO1USLTaHVRiRggYCShtlkku5ApyNhWmXhg6sPtz6QPMPVyeF+6S4nYECyb4XJfWRyQypUicNUCKF6wquhQUVkhAudRihEgmAjhIoazGRloy0qR/Icu3OmWFKpDCFDahOYwtT2ACgRs8/ZDCepk6BRPcKXn2U+9dV6Xx92+0Nxc1KvBpLJ4MO3Gjw80Y1HEhiGGbXkgPuAXsY/NDAMAzDAObBaLR+4wloDMMwDLPjyfRozxtstr1Duf322/GZz3wGDzzwAGq1Gubm5lb9jtYat956K/70T/8Uc3NzeNnLXoaPfOQjeNaznrXm9T/2le9jPImhco08tYoOG6716hzt/pcVLlXIPhWHcP8jOxopaVSC1Bw1r+4gfwLh/ApkaTmjKVj6toPKzbvt8fNQfigZ24XfLUv+1isBFKV6meX3QP++G4WqYxK2cTPbW1BUURlk6Y9r+RiFx3K9xzHcBpWryuMIAHnPq63oONJxDc9hYi3ncngO03R6HVkfGBnMs5Rm5UWtCa21Gy1hmDLb3W/UIolaJNHNtPPFIX8ZGvmLI2DR/v7IK4lGB2uBMolGXO0lxJmUkhqkLWpojhm1kVw6CwDI7Xvn2JbniI+Yd/mZE+az/caYu0aeeFmKsaOHAQDds+fN8vZbnwGlnDl3rWHKxMcN67dD5tunZ51Zd75sSr4n+w6a91aBFM3sh5o97datsxRYOodo/1HoeePnhLgGLSTEuePQhy427egsQqjM+EcAQNaDjhsQ3SVoayYrVAYtY8i0Y9QrAGTaBoSEFhLhoKROmlBao75i2nUunsEembtx6E6m0c40phsRpDXpPtuJMZ5I5BqY1d5XaE8jQi/XbkQ7kQIL3RwrqcaBMTNfqjROL/ecyufsSg9HJuroZgppYq/PyowEn7Wm2WmugwNoqNtjfnLeKpRaCXpZ9XX6WQeN59RSJ8PecbM/yFibzqnJRuKC7VONxLUfAMbsCVeLhBt9JmUSjWZHyrRVRQlk2yiRyj6GZHKOREL0rPKI1Er2PXkkAYG3kvMhoX6r59VJ60QD3G8wO5ZaLJ3ilIyO6U6Jbs0EvGKEKD/jaqWdgqlsYO0Mk6VwhtxJYn6PCA25K3yTAPR5J5VWbBtUUiaFn5X+R1ECQeqkkhF2BlLjCgjtH9QVjAJm0E+ZroihMonupnOYfeg83YQwRt5au/Xn2quWwsFICdGvSqryLyoVpBGhAonmUQO+F+6jKmx/Rq/tRnhFThS7/k/b/Roaamf2vt6dX3Q+BMrnshLJrTrY9rKBdpUfUlJSsFJfKsgXKe/5Pt1OE+E5tJonnoz7lEi0zaEaSyfr8NYNUBjxeeMp1rVsTB/8BNLr9XDDDTfgTW9608jf+cAHPoA/+qM/wp/8yZ/gvvvuw9jYGK677jp0Op3Vv8wwzI7HPBCs/vcUu64zFu43GIYpo0boM7jfeOpy++2346UvfSlarRamp6dH+o7WGu95z3tw+PBhNJtNXHvttfjBD36wtQ1lGOYJQ4/YbzzV2DWKpPe+970AgI9+9KMjza+1xl133YV3vetdeOUrXwkA+PjHP46DBw/i05/+NH75l395Tes/94Pz6EQRVK6hSJVTUm9QxDrX/bmlw06usuAmEsJHeSnfNC4pVyLp1Umy/JmfR1aoecqUFSuEU64o1bet3m/HmFaqQBlS3vZwWmH5I0R2yyVQt4L1tqN8jGhaJIQb6TXqJH88vFKHFEhFpRnNF84zjPKx84ok7bxLQgVS+J08U2s+ZiG0rfTa/KcqGf3bL2slRZKUWM5HqIAwBDWi1JRTFJ6abHe/IW0lmFxrZ/VCqqMVOxSYSOHOT6rWRiN39L4WlJdxlWzs72i2Y35DexsSHWW69IYtnU7+R6oxZb6TtiFtOfX4iFH5ZKcfse8vMss/ddxVVysWggfmH/p3jJPaqGNGqslHia43zQMzrkKjiIreesKODqrlRUR7DyN7/GGznktfhHz+HKSMoNqmffLQAciVOaDWgCY/jqyHQqXRKIHszEM1ppzfTj5xENH8CaT7noGoaxRRzuejt+Iq20FG0EKg1l1Ar2WUW3tUD+fTGHtis225TjBTI68qM8LZjP1obRIcl9lujmYsQZfyVGnUY4nphsT3zhnFzdOmGtjTTDDXMaOvrSTCXCdDPZaYt9POrfTQTCLMdszIbBIJp/wh76wVq4pu2mtqrrQbER63aqc9Vn1E0w9NNdCz59NU3VZussvbZ72SqE0AMG2XE/ofzTTscbXvaaSZTm7ZW4FIi7539F4npD5adpU73ehx3aimnE+GCiuTkjzA+mkI5Uev18moqW1bXbXtM5/5DN73vvfhW9/6FhqNBl7+8pfj05/+9Jauk1kdGoC48sor8Wd/9mcjfYcGID72sY/hoosuwrvf/W5cd911+M53voNGo7H6AgLqEqjTfZKd5pQ09pRMFSBL923lU1pp/1xCP1U6pd1PFz5gqgLfJACQMq70TQJQ9E4qe9gQgaqEtoPW5Uq5B9NpG8k3yW17oBDKlQbVgDNeZ8VUoirtirLL1tp/Vwr7ffL4sZ8Z9ZH/roSfHrZpIKG/UaVKKVAkKVVRXblajdSnPgKcAsl9JmWhShlVZqPrrC0oikzpoUok818PvG8O/ZDKiqQqP6TQCwlAvx9Snvb7IFUp3dx2lyqyCem3laq2kRrL9vcqStBVG/NkHT217anFrlEkrZUf//jHOHnyJK699lo3bWpqCldccQW+8pWvbGPLGIbZLCiAudrfVuYsjzJ6efz4cbziFa9Aq9XCgQMH8Pa3vx1ZtrGHIWbz4X6DYZ78UGrb6v3G1vG3f/u3eO1rX4vXv/71+OY3v4l/+Zd/wWte85otXCMzKu9973vx1re+FZdddtlI85cHIJ7//Ofj4x//OB577DEODDLMkwQ98vPGU4tdo0haKydPngQAHDx4sDD94MGD7rMqut0uul0ftVxYWAAApMspetL4AKWk9CiNBvQqckv9PMV5h1FUJNn/vX7lR032TwOq1SD9VbVsRL9CdlJWrpDiaNi2houh91XTwvf+9aA9sb1UKcXCz/rVONUKHXpdk6LyGAEYeJzCeYp+Tv3HCKhWxflj1T/isN7z029v/zTaVgCIcr/9iVVGhducqY0pkii1bdX5tvAcW230Ms9zvOIVr8ChQ4dw77334vHHH8frXvc6JEmCP/iDP9i6hjFrZrP7jcVuDl3LMd2IoeztRdt62VDlq3am3Ogzjep17dDhVN1cD862c+eZUadqaXZdNKK4nGl/zXIjduZfPm5URMnJ70JNHLATzWhgbH2K1LJpszh8EdTirPn6xLSZFpvRvtrEGV9pMqm+fUgXVxCNjYerd95IycFjhffRjGlLduYEdJoimtrrK8zNn4bKc4h604+G5yl02oXIbJqhEEBUQ7R8zvtBLZ1BPn0Uka1gB1i/haiGXmsvksxUAxNZByvJNMaTJmrdeQDAGUxgb0MCVvEz25WImpHxecjN8Z1XibvmdDJ/bZ2sRRDCK820NsdmJVdoWFVPJIDji10cmTCjpOfbKRIp0c2Uq9AnpYDS2imDlrqZ+z4pkQhSH51f6uF5R4y/0A/PGmUWVXaja/pUPXYKJFJShRXZJupmfZP2Pw280ghzJPuVuZE9Du545Jn3TrEjwcIq4FTdVP6TWS8YNbaeKNbTSzWtci7veW8kuzxFfkpp1ynS1ovSI/YbG1rLYLIsw2/+5m/izjvvxBve8AY3/bnPfe4WrZHZSlYbgFirklWkbSTaeNDJ2PurAf56L4SvZkYyHIHiPV6I80iqqOxW5ZsEGDVJXPZNor6FFCOZ9+XpU5WEkKqUrg+0raRMCpQ6kuYljzt73UqV6eNoW5T2KiPndUTbWXHTF1ZkM1Xc/GcKRVUSMIL6aFTKVdrKVZ/D/SWsVKpcmZLaTl5AQhoFUlCxTIdeQVECLYuei2GFtrx8zN0+9ftNlnYAvQ39kEh5FLlzpuSHlKfeHy8nBVLJDyn0QRrmh0SV2IJtdNtdUZkOADJ7F5Jlym3/elHYuc+r28m2BpJuueUWvP/97x86z3e/+11ceumlT1CLgDvuuMOlQ4Rc8bV7MDk5WSgXSTdV7vcd3vgMkCn2yRhXI7xoBO8LpmpO3uflnoC5IDjJ6pCL68BVu6BHKDGt2GaSbw6SdJYvooQq7ZNwXvf+CfjVltPWyvsccFL8conJPsO7stRUyMJxoYv0Ro9LuaOrOi79JTMrzsVRz0O7LQD6tzf8rOJc7C8d6t8vLCwA1th3PYwcSFr3GlZntfSpz33uc/jOd76DL3zhCzh48CAuv/xy/N7v/R7e8Y534LbbbkOtVtvC1j352E39RiORaCQSvdybbXcpTanurzvkk0y/a8omWrJBifGadA//y3YamW1TkEFpf1OY2tK+U9qmFdmbq3zmqJeT29+soqyLhnnQF2cecQEeCvjIMROkaD3tGHRaTEkQiTXwnDPG3LW9e4DM3iA2TVl3srjMrMF37ZnPR/b4w1A2ICCn9iKaGEN25gRky6xLTB9A9oN/RfKsFwKn/92054JLIR7/PtQhEzSKzx9HPr4PujGJaPmc3Z5JiN6yMeG2Js5CZVD1CdQ6sy7ND0JiXHeQiiai5jQAYK/WWOgpTCuzjftbTWitMdfJsd8GWNLMXNMkgJa9i17safTsgEs7NcdgTzPCQi9HJATqkfnuj+c62NNMcL6duv13armHPc0Y8/MmGLOvVcMPzi3jgkmfDjNr59/bMvv6B2dMyt4z9pn9myvtgkz7xk0Ah86Lpg1I7WslzsD7sA1kJbZfq8UCU/ViyuWhMXMtX7bbMxMrpNoGonIyS7XnEj0M5qnrA0RqAnaU0hZZE27VmoHoLrr5C7gUxLYv22yXJ3tmedDK923rZNR+AwDSNHWBYaJer6NeLyd+js43vvENnDhxAlJKvPCFL8TJkydx+eWX484778Tznve8dS+X2R42ewBCZF338B3Z9GBpr+HuuQPehJru/yhdiW62NML7LvPfmXVTqpvSlelu9H0XVLKBYUn3f/TbFbI/3W09AaXwdemeVdqgQC2KkCvfn+RKQ2lR2k5tg2Orh4HCW/+1pOcorY3hdrBNYi330vQ8oZQpKNHXsP6vFAJHgAsgmek+yEfXSwVRCBwBJSPtIQGkchNkaaA4TGMLTbUBIKZHAlssQeS9QgobEJwfwXlS3n+6tJ2A7wuq0tjCFLZwm8N90NtoIGnEAYinGtua2nbzzTfju9/97tC/iy++eF3LPnToEADg1KlThemnTp1yn1Xxzne+E/Pz8+7vkUceWdf6GYbZenJtFFer/SltRoEXFhYKf+FN3Fbxla98BZdddlnhJvO6667DwsIC/u3f/m3L1/9kg/sNhmE2AnkkjdJvfOpTn8LU1FTh74477tjQ+n/0ox8BAG677Ta8613vwt13342ZmRlcffXVOH/+/GZsIlPilltugRBi6N+DDz74hLbpjjvuKJxXx44de0LXzzDM6IzabzzVCoJuqyJp//792L9//5Ys+6KLLsKhQ4dwzz334PLLLwdgov333Xff0Ao+g0aajGmdN14zWAWSPWkoaitl3Bd1p5hdGH0faExXgYvWhqoQu2IXOQ7N7wAIGcg97ZpJKRL6hZXVMKKs0BmBYlTdWNsN3Vb6bFDZy3Ba1bwboKA0AtAfT1VmlEWrinkDaDSgpBIb+p1Bi3IKHt03zbUyUCFVKk/WgNkAADABSURBVMOAosqL5P/D1HCD9mnB0G+wKk6XpKb021CVI2JFZdJmECqehs4H4B/+4R/wlre8pTD91ltvxW233bZ5Darg5MmTlSOV9BmzNnZTv7HUzaFrGaYbiRtJzl2Km/kfS68wpLS3plMZmXm6mUZSK44KNu1Q4JJNGW1EAlPWDHmha6YtxSY9IrE/kVpcdyaUbkQ4aRXei+kDTk0Cm1ZBCqNo5oBTJOlesYpdPGnTklqTbgRSLc6Z79n0OffdLIVsTZi0NQB6eQGoNSBbk8hnT5vl1RuoPf1S5GcfdYoo9JYhpg4gPm2qIanWNKByqzgy6XS61kS0cAr55EEnd1fROOTSWeQTB/yoaLoCXZ9ApjQSbbZ9IY8wJVPMwaizJiKBXg7UY4kle6lMpHYOrXTclL3BnKxFWErNsmj0k8y0AWD/WA2L3cwpgc6u9DBVj/H4Ytelsp1vp7hk35hTDyXSF29oW9XRpQfMtlK6y/5WDZJSCWrFfmPCGnInUuKiabO/ySS7ZmVyjVi4Eeq9TTuibc+ZscRJF5BoGlm2/1NKafPqhL4+hYzRgz5F2PNJx0Z1RX2TT1mUbrRZrsyZecmQO21vWKmsRuw3AOBVr3pVX8ryIDXSqGpJZfvp3/3d38Uv/uIvAgD+/M//HEePHsUnP/lJ/Oqv/upIbWNG5+abb8ZNN900dJ7NGIA4fNgrrE+dOuX6kSre+c534m1ve5t7v7CwgGPHjhk1Eik6SuocMqKWcVSZ7gYA9NRhLkH2vguFxfjMBQTzFKaRip5eU39ljfrj4H6QftukTKSG2N/+UPW7M1dGvyF3aR4hIwgZu5StSAhnCu3vL4sKpbDtwwgzMFZDCmE20TXUPO+s+oxSfjawb/UgTUf5PrwiAyJMZ1MQ3sJCqYHpa8awfDhuGxFYV9hVJwVFkv1M2T4gKxpqi6xXTGED+tLYwv3W95whY5/pYM/9qjQ2ZVXYZRWW+43kGtkT1G88xeJIu8cj6fjx4zh//jyOHz+OPM/xwAMPAACe+cxnYnzc3GBceumluOOOO/CqV70KQgi85S1vwe///u/jWc96lquicOTIEVx//fXbtyEMw2waa0ltu+666/BXf/VXhekbfSB4ItOnmLXD/QbDMGXW0m8kSYLJycmRljtqsOLxxx8HUPREqtfruPjii3H8+PGR1sWsjd00AMEwzM6DPZKq2TWBpPe85z342Mc+5t6/8IUvBAB86UtfwtVXXw0A+N73vof5+Xk3z2//9m9jeXkZb3zjGzE3N4errroKf//3f7/mUpwERblJa0MnFOWLuhxTIVz5Y8KPKljlieqPtrsIbJVipPRZGAx3RnuiNK+QQenOYhtdKdDCZ8O3Pfy+0x8JAYHSKKSQ8AU3zXf7gvx2fm2VP/67wnksuUlrUG6tSml9mkZQQ7+f8LPSd/u8kSp8gsLXWohKz6qBzQv8j9y00jxSCK/3KvtMlXyqKj9zG1ixH4cpkUpmi1pINzIUbiPgz5c8OKncyFb/WtcNKQFWQ2uNOI43/YFgFA4dOoT777+/MI1Sp4alSzEbZ7v7jbFahPFajOVejkZChstFNSEw+NpL5/ZYLJ0ZM40AkhIpCUwuz7dtWXhrVEB9VGbNM0RSQ2w7DDLgjhaMKk5ReXYhncErXQ1c6XaVO3+HaK85d7MTPwQAxBc8wyz33EmjSgIg6fpg1UvSeiYJGUH1OpDWWFvUGshOHUd88GnOn0nECdTiHOTEjFdXCgk9exL64EV2x2WQc49BzRx11zPZWUQ+dRiiu+yvWVkPOqlDywiy44+1UdIKt/yJWGI+TTBuVTy50tBaQwpvrJ1IMyo5lkjMW+XXZD3CfDfHY4upM6te6inEdMm0xzqRAmdXUhwYMyOp47UYS70MM80EXTLbTiKcWOhixpplr6S58zQ6u2JGeWVp9HymlaCbF88HUjjRvHtbCdr2PCAl0pg9J2uRcIbvhDMIp5HmPPdlm/PSyLIzQ+85rwpUqIzMd1O3Q2RqPKx0UvwOAMiuMekuKJE2iXwN/cZaGDVY8aIXvQj1eh3f+973cNVVVwEwXkwPP/wwLrzwwjWtk9l8tnsAQqjcGxSXyqELZRWlUeJ8k5xC3X6frtup8hkTTpViPwuVSWXfJFTdt+nSezLuj+vui/S8oamt5J2k8kr1SfheA/5ZhqZJ+52I7mFjIPD/1DKGFBJaCmc8Ts9p4W+XVEqjUPQGWl+Ghl+YrH7+CT4f+t0+RVLRG5eeL7wPqS76IDl1klmEU22hX9RZznKQKHohAf65MQkMtWVGfnnUT5R886xi2Ly250XFs4d/zojd9pn3EbRVIKFkpK1sX5MpjdT2n1lJfUWKpFGzF4Yxcr+xobXsPnZNIOmjH/3oQDNboipF633vex/e9773bWHLGIbZLswIweZf2Ddz9PLKK6/E7bffjtOnT+PAAfOQ/PnPfx6Tk5NcpWeL4X6DYZgy252iMDk5iV/7tV/DrbfeimPHjuHCCy/EnXfeCQC44YYbtmitzKhs9wAEwzA7j9FTorculPQLv/ALeOCBB3D69GnMzMzg2muvxfvf/34cOXJky9a5GrsmkLRTKOfeAn6C87mBRkQxaBoR1aVqBhLQuqQyGlq9rD+CW+mbZD6w7VG+4kngmwT0K0jMPBUbvApaw6mSwt1iNU605OqofGTUQG4z3AdezQQEacjDlFvDKEX9+6L8QCHS7+YJKyTQvAWPqtIIwYBKbcOo2udVCiRqIgBXKQ8Ic45pmGhIRbZh+6uUl9zn/RR+FlRm85VAijn2VX5IW3Fp1cCqud5btW5itdHLn/3Zn8Vzn/tcvPa1r8UHPvABnDx5Eu9617vw5je/mWXtT3K6mUKSKdRj6a8Fgj4zE5qJcH46ZW+k0MeCKrtRlRS6dtCIW6y8pwFVdpuxnkltqrargRxehQIA+aRRFsmVWbPO+hiU6y9sBS47uij3HQVIKbK8YNZ72KiD1Ip5H80cgKb5m6XqbxPT5rsq930jjCIJcc17MgGuMkuIyHoQk3ugzvy7Wc6RSyG7y5C9Jee3o+pjRo0EQCdmmo7rkCuziNpzyFt7zOK7S5CdeUSNGbSFGelsZh20kqbbp7nSaMQSZ9uZq2q21FNIpEAn026k9nw7hxCmUht5XwFAzfobnVk2++PIRB2Hx+tIrZJ0Jc1xwWQDjy92cdrOc8FkA0+fbuL0sq3aJICZhtkXTpXmvI3srpICU7F5Uy+dQ3ussonaB/hzqeVUcl6BRD25sJXZ6LxQjUk/ykyQUsziRpHhlUjlkWbZWYSuWYWbrcSm61ap1rHV3Ap+SqWCCCoHdHG9a2XUfmMrufPOOxHHMV772tei3W7jiiuuwBe/+EXMzMxsc8uYbR+AUFl/VTNS6YQqdNuGxF4rIyuBpOuXyLWvCGqXIyvu2cq+SU61pDR88TO6qy+qzpUUSCJzHxM51WHJ5ybrBe0vencW0P6ZAUDfPnDVvWi5KjdZBjIKsi+MQklrMbBKstnWwXeFoQqpXCF5Vdy1K3j+CZ9ZBqmQCs8apXtu549UzHAgxWyo9idFkkK1Eqm8CoLWTiokIby6lZRIrjKbXZJIU69SpcpspDoihVJQxXxoZbYKJRIA6Ljm+nanRKrwQ/J9tvm6V2MVz4GNsBOeN376p38av/M7v4PDhw/jxIkT+K3f+i28+tWvxr333ruFax0OB5IYhtm1jJratpkG32VWG72Mogh333033vSmN+HKK6/E2NgYbrzxRla8MAzDbAOjpihsZbApSRJ88IMfxAc/+MEtXAvDMAyzGWQjp0RvXRve+ta3utcXXnghbrnlFlx//fVI0xRJ0j/49kTAgaR1MECQ5EbyVOBgVFnRDTCR9WEV3fpWWqEuqfBNKrZP+nWUFCdVld3UgLO/aqrzSqIIuRCAjRIL6wVUGMjQwiiwyooZIQHr7aS1Mp4/oY+RVma5WheVRMMi+4Ooivjb6YVlkxKppEaqqtAGrK5EGrRfgepjPVJFtlIljy2pzEbbMqQyW3mkp6xEGnY93UDmuUNj+6sojDJ6eeGFF+Kzn/3sFraC2YmYkTIFmfuznTySSF1Si7wyh6q2kV+Nq/SmNKhIzpJVG1E1LvLG6ebKjRiSumQ5peu0+W438/No+58USklzysyUp0CtuB1UHUVkHQjyTyr52ngV0hhU2yiChPU2iGZMmih5B+azp5EcfYZbfj57BvH+CyCbY069pNuLEGOT0O1liBnrJdZeML/lA0YFFS2chGpOQaQd580jV2bNtTiquWmis2gUNSpD1F0yyxcSujmDSAhYSynkUQtaazcC29PmOI0n0o1sSmFGZldShY7d91P1COfbOZqxQC8nNViMdqagtMYFk6YdJxa62NeqIbfH5chkHY/Od9DJFJ53wFSKO7vSw1KeOY+krl0GAFd1bbFn+nU6P5JIoG7PI6rmR4QqN+eX1JRuWwCgiRSptn4rNNrcM8dQNSbt+xVXfYcURLJrFUTkXSFjpyAqV99xCqU48aPYts3OR8kiglFsQmc0wp371+tk1H6DYbaF4B7P/Va0vQ8LFT0VvkkAIOhaKABb6BGZU7Ca/6F30iB9n7nkBbJY9D8kh35ENaoo5xRD9vctpPNNIn+1QWr64utSJoeWRpElg+cYIQHlFS0QwqxPSN8OFBX0ftuCVVZsf9Evyb+rtE0SVVkZ9oXLpoj6vuPbV37e8Csx1fOK6qPc3n8XKtYhzDapViK57XHbYu817ARXoU14dRIpk6RVggrni9Tzx7Ncma1coa28jUBRhRQokEwDvB8S3X/YbrPSDyn0QjLTikd0MwaT1+Kz1Ov1sLCwUJi22eb658+fx1/8xV/gpS996bYFkQAOJK0JHx4q0ieb1F4O6iWSmiaYf6Gsf5gRd9/KKi62wwJK1Ca6pyu1WcAHDKJSEIRuXoc98PeZbwM+qBSm7lFwiLYx+Kwgd5SmAw2lrBRAcYvXCkBwQR4lZYtm7buQhcGhIeldbrsGB4/Mdpn/g4JHg/ZlOXgEBAGkqiBRKaVgXQGkqk4sMNSmaYMMtfOwoxqhU3art/+lWF86ZWE9evTqOwzzRNNMJFpJBCmEM1OmABI98Pdy7UyZKcUtlsXrwUqqMVU389P5TgGkKLho0I1VWVzvfrtCuNQEynnwhpq+xK5MS9dNeyMXLZ1xptwyt2XdbWApCjJyyGTbXU+69GBhU7Mu+gnk50868+1oZj9UexlqedGZbesshe62Iaf2AT0yXh4DZAS5eNq8r41BNacQr8wCygQ8ENWgWjOIZh916XE6aZgbXJU5mbzZPwJprtHMbNCkNo5ICJy3uYDTjQgaxmibrnWtROJcO0MkBMZskGYlVahFArkGxqzJtdIanUxhrBa5/T9VT7CS5s4Ie7Fr1vPsvWOY75ob8UYsIYVwN/atJHLXXDp3KF2NAoZCAJntEshona559D5VAo24GGgkI20tYiSKTFLpIYEGocz0qD2LfMyYo8v2vNvXZgG+rxG2bDmlFVKaoRrb478ri+eDezAMBr4oWCRoXkqdqDVcMHO9qFH7De44mO2AisCEUNAovN+vSncDIIOUNxEVg8bUXYQpb1Xpbm61/macGkczm6kymGZ7nNj+ZuMoGJEoDWJrZd87434x+AfnptvnBR3ch9t7+ND6whRRQHCv64NLhHT38sWb0EFNGMlzO7ynHjC9/5mkevC5kLIWpiG6ecz0cvDIb0coKShviy/qQ4MmUSmNLZLC3YdIZ6Rtr8mhobZ9FhkWQOrb9iGG2nSvQX13LhMXJKL7m3IaW6b00DRGwBqn97doTRhP1tHm/cu//Etcd911hWm33norbrvttg22AnjHO96BD33oQ1hZWcFP/dRP4e67797wMjfCGiUdDMMwOwcy217tj58IGIZhGADQWL3PyPXqVVYZhmGYpwZqhD6D+o3XvOY1mJ+fL/y9853vrFzuLbfcAiHE0L8HH3zQzf/2t78d//qv/4rPfe5ziKIIr3vd69ZcYXQzYUXSiJB6IowIlwnj9eV0txw0SmhVPhqI1mLEvZbGBt9xEXhXPtmuXwRqpj5Fjo1CUwpTxQlaGpsozqNtyhtK6isdxC2dEikyKW1uui6ObmplxEehPBKojnavxoBRgbIEv2x05+YpyWSpuU75u0pq4MhpbIPS1CokwJVKJPfhcFO/1Qy1aRvLZnXhKMl6lUhmlWJjpVWxBo+kDa2FYdZHN1OI7dBvK1CqAHCl2JuJDFRFpPYz/2n6eE26lDZKVXKGqvY7Ugj3G6PPqMw73WSspAr7W6YdpH4ic+jIKp56mUKrbHRtr+GqNeNGHBWlwlnoNybyDLCqJadusQoSUpno7grkvqOuz1ML5yEnZoDGBNS5E+Y7ey+ArDWNQtUpVyKIPIW2y9dJHdH8SeSTh1wqltDKyOGtoTMAY7a9dBa6MeGumaSsambL7rXSGt1cY8qalGsYQ0+ttUsJqcNcA8cTgfMd06/WI4GxRGI5VajH/pq22M1xaDxyx7OZSKRdn6o2XouxkirEkXkNmEtxJ1XONHslzTFRt0bVKPYXcZh6EBWnkZk6MV4TfrRZFVPDhMog0rY9ZrZkNymKrAG2akxBpNb4upQyT6PIsrfk1UbaH7NwXpG2zXkEQOR2nVa15NJTsq6/Z7HnjqhtXvWrXGPEMs4cSmK2ARn3ZRr0/RdBHkDZwDr474247e8op/7CzJIKwD0OkDJpiEGxv88VNCH4tPjMoKlMfFx3qha63y5nR0CFdh/0YfkG0yuTTHtL6iQAkNKnvJXu4UVg2WAW4Peha9eg++ZyUyruXQvTymlsFZuk7CBnuGinNCo+UhUUSOFyRjEQL99nR7LfXDsuG2uLUJ0aGGfD9xFQeZB2WLrLrrLOKBtp0/u45voQSkenmhVZrlzfW1YkhWlsgy7nXnklkGzweWNUbz0NoFarYXJycqTl3nzzzbjpppuGznPxxRe71/v27cO+ffvw7Gc/G895znNw7NgxfPWrX8WVV1450vo2Gw4kMQyza8kxmtQ04wcChmEYBqY/GKXf2FhtOIZhGObJwDf/6+dxBI1V+w0NDbXG5439+/dj//7962qXsoNs3W53lTm3Dg4kjQipJyRWV2GUo8tA2YjbREm9eaedFhpxl32TygqlqvLuVe2mHOpylD3MOS61W6CoUpEQq6ptyoSGZCKYyRnWicgplURBzVRU4+jS9P72r4HSSERhcZXG00O8j0r5uGtloKF24dgPcDcEUC6jOZQqI21a+YDPFATUECUSvV9t+4tmhbRa/xvYiEfSNddcg/94x3/AFZhGA9WjPwAwjxSPo4urr756/StjmHUwXosxXouRKoUV63o6VqNz1fx6FroZZprm2h+VRsxWnLG2dL8/Upos288SN6KoC4aggPdRojLvTZjy9YAfiSQWe97ou6PMZ/WkqAKRKgfsiKG7jpDHhTRm0UpIRMvGMFs1zDQq805KJSrb7FQq9QZErQlVa0LUbanfpA4sLkJPHXKKFZGnUPUxNyIqVAYIYUyeqf/Me2a+2pgvRZx1oWtNiO4yuhOH3PYncyfQnTziyhkD5rpGeyZTGlKYecmzaKln/JA6uca0VS61UwWlgW6mnWKsnSnsH7MqALvAXqbQiCVmGqatp5dTHJuqY6mrsK9lpnVyhcWuwt6aPydI5UT9aiMqqtJqkXDroPOBtoH8kCR034i/CMyyy95G0h5D8pQSvWXvL1W+n3DKZ+W+T6PXbnkrs2ZyYwLSqpzK/Y57n6XeB6nkB6izdENm29dccw3+7//85/gfMIVkiLvDaXQxh3TbRnmZpy5aRl6dR/d6fWqdwGybfj/2I3d/mGeA9Z6Rmq7v1u9O+OsE1YIIfZMAM0hX9p4hCsqk0kORFuV5gUSWjLhp/Tm9z6DJK436lLKWvHT/Hc7jVpkr751EkBrJvjZtlIWHk0KWhtuOwd5G4XNLpTqprDyi6WHLK9T94f12qDAKvZDK360iVCGV/ZCE8OrUpFTYwxtqp76/IE8kOi6hL9IIXqx9SiQy1CavpLgOZZVzpDoixXSqtPNCov5vUJZECG0f3RNFAoij9T9wXIAGvoslPA8TRU/gEo+ggxQal19++brXNYj77rsPX/va13DVVVdhZmYGP/zhD/Hud78bz3jGM7a1n2KPJIZhdiXXXHMNDqKOb2B+6Hz3Yw7Pwhh+4id+4glqGcMwDLMT+aVf+iW0EOH/w+LAeTQ0vopZXIYJHD169AlsHcMwDLPT+FL3JHJofA9LA+dR0LgPs3gRpjA9Pb3pbWi1Wvi7v/s7XHPNNbjkkkvwhje8Ac9//vPxj//4j5taDW6tsCJpRCJh/nIIry6yUdC+XN+AvogpRfeFjxi7DNmwoltZgeRGI4KRBxrNXYsyyU1YWwyRorpVyqS1lFWkiLIU6NthpH8Cgqo/9NmQQLIYok6qGikA+kU+ZY8nXTHTespHlhU3ZcXAmih7J4VUHM8+FVppJEgHefjlyhFhzvFGKrMB/UqkcKSgrMBYK5/51v144fNfgJ/ABKbQX8nnJLo4jjaOP3ZiQ+thmPUw287Qi1OnTAGA5Z4ZzSPPpIlajNNLRmFxeMKM1NFonFe3+F8bqVDGEqriZkfwlAb9KsfJj8kupxt831XjdL/5olq2p7S7DsSy+CsXcd3NFwWeNwB8eWchnQcOjVzqmi0Xv3zeTB7fh2j+Me+z1JgwXjxCQs8cMYtRmVEpydh78dXHoJOm9+rJUrOMKHbXRx03INrzpg22rLxIO6aMvYyRaDuK32ljZeIImivnMJeY9k7FGWRQRne+m+NQLcO8StwxmWpEON/OkWuNPQ3vNzXfzbG3FWG+a5VnsURPmIpvpCKbqkdY7Cm07dD/vlaMTAF7mpFbfi/XuHCqgTnrv9RMfPUce+o4hRmhtfZ+SXZdiavXbb4k7XGyB8vsA/JDkrE7jlVVPQHjgyQ7C+Z1rWVm6a2Y96Q009qNPkurQtO12H1m1pl6PxJSLVmVhLDHq3DW0Sh2x6rSGmMQyfqTzqSU+OSXP4efvfqncSnG0axQs/472phFigfnT697PQyzXnRch46Kijx3pxQq1kvqda9mD35zZYW7XV5slaUyjlyfEvomAcY7Kdd+UcCAZwD3glIwiv5J4TcS+3uWUek6k0t/PSipXf09b4VCSWtzTxt6hwJemUTfowrNtK8qPJTM57l/FrMVp8vbMOj5qUqFNEiBVHiP4v116IUULrfvHrzUl4dI4Z+bnNooUCY5TyRSsNJ5FlZmI8VbSYk0NBuGVEZBJejQCwnw13s6x5WI0LN9YtkPKVc+DbmqqmC4vYD/nfgqdOQjCGQbSIGo1Wr4z//lL3HTL/0veCbGKtWs38cyMmh8qXty3esZxmWXXYYvfvGLW7LsjcCBpBGRQtgggHYP3WLIRaFMvyy0P92N5hI6SH0qB1TClLdV0qvCgENfUMF9oFGWhnrBqg88DIrVDDN6GxZ4qboNLP7GSw8w6w44VDdiNYf7tQSNytemsK1KV6dvVaW0mffhzcGAtoelToNp/SsZYKTtjO98WeqqNLZRzuu+Vdr/YfCofIF3qZzQ7jewXi677DI8Ey3cjzn8DIo5xjSq/HxM4vDhwxtaD8Osh8lGhPFGjDPLqQsSUQl3+lmmSrly7vMueODTowBjth0GGgAfkCWi4Le2aCMO4y7YZKaHDwFlmfh4zcybBRe/MIBF66QS8iRF1zZlIe6ZkTotpHsA0C1jNkkBiHzygH2/iHw8+L1GCZRN1aCgE7qL0PUxE1yIbDChNgaRdaFa02Yfpt6s2X0vT6EbE5DdJfd5e/ppaCw8BjW2113/VGMSzfYc2s29mLA7U7QXsRxNun1xYCxGO5MmrS3Y/3uaEc6uZC71sBYJ7GmaANOepmlrNzPBnUhqNCIfpGsl0qWfAYAQGokUbkBpTErkWmNvYIpO33f/7THo2OMzUY/ccaMAEgWOyLwUeQ8gU2ybtpZPHDS7f/mcDwaRsWp5EEsrn5JgUx1UfdzMY43Oda0Jma7Qhpl/dl7/PvVBPyr1TANVi3OmfRPTLn3N7akxE+xTC2ehVpaxEV7+8pfjMBr4OuZxFfYUPqNR5Q9+6I9GNktlmM1Ex3Vvdk/B3lLwFVVpRaU0OKEVtA0qlQNRdA8p4jpERGlnKMybC5/uRv2EKA06hq+Vi/hXB5TMvOa1C2TQuqu2ke5V3Tar0r3vgICGDQAVnoGUnT9MeQsCRcK+N20I76dLz0cUjCoH2kt9bFXa1SATbfos3KL+we7+zRSlAJGZZv5LBEEi+5kPrhgzbcAHjui6H55fgwJIhWMwyDojTGOj4BLdM9jrPt1e9DLlA0d2WhoEkqr2ZYgUPmDkCkqUTMQTCWQbSG0DgFe/+tX4dfyv+BYW8CJMFz5LofA1zOHP//ovUavVNrSe3QantjEMs6u559Hv4TjaOIWi2dyP0cYCUvzj4qPb1DKGYRhmJ/L/fufreBBLmEPRb+lBLEEDeOMb37g9DWMYhmF2HEII/N1/+yK+iQWslOQQ38YCxhHhhhtu2KbWbR+sSBoRUk8IKQKTbPOZM9AOUt5W01lo+MgrqVLIoE4IPzpJqqeIlElBylvZkLscwt6Y1mNtFEzhBihYVlP5DHfDfyK3ZnXCEYBwu6Qw+2KjZe1XY2DamnsvBo4UkKKuKtK/FiPtwurs/ypD7fJoSEGFtRbT8AFccMEFeD4m8VXM4hdwEAICOTTuxyz+jz/5TxgfH9/wOhhmPcTSpCU1YomlXtFsm/qRSApX5SMpjZiFxtqU5kYjd1Fp3lxrJHa0lfy8SVEUGjGXUxPod0nqmmYssGRfj5dSqDLtTb5p9a3ILK+bGEVQTfVc6pNLo6X39veeTxxEtHTGpbaJ7jJUfQIiT53qRfRMilx8/jh6h42/WTz3KETec2omCTOiqpKmSW+DUeJkjUnEvRVn9l3vzEKN74PIusitYXTcnkPenEazu4SuMG1vx5OYyhawmBolSqo0IiEwGeXo2OtnM5Y4286wrxW7faG1OZ4zDa/ybMYCy6nCobEE59pmZDdXRuVEaWuxNCbZ040Ijy6agMYFEwnSXLtjMFnzx6A8ymo9uyG0Ri2nUs2kACqmHkIpQJGhtlEfyW7g90BpEnRNtqPILt0sbhSUDkB/H+FM1QFjlg5UlPRW0LWmbZtps7bfk2MTtq05hP0+pUW4diU1iGT9ZtvEc57zHDwbY7gfc/hZq2btQeG/Yw7/199+EknSnyrNME8EOq73G9tTyXWLALwB9yBlklbVKXEAtPLqEmkVJ4lVLwp7cTfFBuz9ol2QSzNSRQVNFYV7/lXS3iKZ9Blxu7Q+Nz2DDrdVVShkRoVURSV1jdBBzS0hfeocTdJqYIZHuW8dlspW9fkwhmU2yMI0r8xxqWylNC+p82rjbKCYzjZgv1aakJMCKSJjbatCkjFAKWz2P6mq6V4mNNSmabQvhz0X+lQ9bx5OhtpJnyJJINVZ3zLWyste9jJcgAb+O+bwP2EvAGAFOR7AAr74z/+05c9+OxFWJDEMs+v58sIjmEeKf4d5IPkuliAg8IY3vGGbW8YwDMPsRL74+A/wKNo4CRMs+xYWMIUEr3rVq7a5ZQzDMMxO5B++9wC+j2XMWjXr1zGHC9DAVVddtc0t2x5YkTQiQmW21LB06iAKIgsbX84DZdJajInL0WkJ7VVONArgVFCBd1LZkLtsqieigT47fsOGRE9puZBuPip7GJpmVymNqgYi+jyUqla5A4RHVbukHHENj4/3lKr4nghfi4HeSEMb4k60Kh+kskFTWNq02kg79ENabcRkGOGahxlqu22mkY9wtKw8Wr1OJiYm8B//04fwO//b/45DqOPrmMN/+a+fRhzzJY7ZPhIpkEiB6Ubs/I7oGrqcedNtGjXLSJ1auqhEQrhRPFIpraTkj2N+551Mg3yDyV+AysTT9bqTK2fE3bVDgDW77o79ThPeBJ8UTVR+XmvvrdDN6TpCPgykqorRFUZV1MyMl02P1ErdedOeuAFhjbMBmNLzUQxVH/cKmKQJ5BnSg5cgnn/MTJOxMdsOrhuqNQOkHTeCrxoKUXfJG3wCaNdn0Gyfg25OIVKpnW8KUWcB3dqEU/MoWUfWmEZM+yKWUFpjKY/QtIvLtcZ4IrHUU870Wgrg1HKGg43I+RatpAq1SKKd+fm6mcZKqjBtTbqXegq1SKCbe+NughRoTZGjrc1nNWVUCW1lRnZbufEjUrUxCPImKpcNt0oGoZX3P7L3MM4oPar1KZkI52OU97wSqeRl4pRFSd1f352Swq4zTly7nFk6fd9+ppaNl5Ycm+xTLSGz65g+DB0NrpyzFg4dOmTVrHP4GezDN7GAf7r3X56So8rMziGFhLIeSe6e33lb0u/Kq85FWZlUUO0U/Ya8QsnfB5afHRKrHInixKtG7NcoS4J+IrkarKgpF3Iwb4rKJCoIoWSFEbcsej453yN3jSFFaL9KaV2UvY/C9+Xr2qBFlN+vM1Nk0CWoSn0UeluFKqTInTv288BQu++cKRtra9X/QFaR+eD62bISKfBDIi+krGSoTfclWb5xQ20ST/cVnXBeUF3nN7ZRnv3sZ+NSjOM+zOKnMIPvYRn/9uB3N2XZuxFWJDEM86TgV37lV6AB/D84hRkk+Lmf+7ntbhLDMAyzg/ny4qNYRIbP4jSehiauvPLK7W4SwzAMs4P54qmH8Bg6+DzO4BKM4ZJLLtnuJm0bPFy/ChRNXpyfM7mkMurznKFoe+jWv1rp9FGp8pwBKPJcijZXVQBzGzJClL48EhlsZ5+qZQ3bWqgAFi6/Yj7/2eg7bNiWjRopLY9A9ldi619eWJEs/F64rNAjaJgiaTOPlXkvKo+VeW+/o/uVc2sh3NZhldn6tjGoALG4uOjaslGSJMFHP/VJ/M+vehXuu/9+HlVmtg06n3VnGTqReHwpxYGW6W7nrFcS5fAvdTTaqZlG1dsW0mL1tiyH81EilRGpjnpt/xs8v0INMP+yoFoYADSkwAnnvWNGfxftCG7N/l4eX9K+Aopd3KL9LwCM2TaRQoquITSI3EmkU+WMWX8f3aElmPdR+wygcqjMeuP0FHq5QH3xnK8ElgIib0N3FURO5aB70LUEsGXnRZ6b6m5xDWLplG2khKoLyPYispbxMEjmfoRTzX1ozT8M1TJVujqI0dA9iLlZnBDGE2lPvY22iJzf4bI2o54yT3G2a/bJZKAcml8hrwej1JpNgZSq6kmBFIAq+SpqKdC2y+r0ctRiiVwYtRIAqERC6hyZ3VfzAhBWjZOWVKrzdFzSc65NVJlNdOynzl8xvBZT5xCoFaj0Nvmk2HU6r6S04zynZM8oh0itRN5Iuqa9sskqkXTdqNHEmePmf63p+y/qC0jlTZ5TeQIxO1v8jCrGLS5hYclWCNyEfmN8fBx3/Z8fwZve+EZ89fv/tuHlMcx6ofP5/NyCu65SPyG1VZOQwjBP/W/N+dzY39Mg7yQg8LQhD5so8LepFT+L4r4KW97DxrzPlS9Vn49w6xqWoAeK95BhVTEzLbiPhFVehUoZrfrV/VXbPExNVOH3o8N7R2EzMoL5QsU/za910SOJno2q/GNDKjM6yK+u4h522DNH2ZO0LwsgPE9K50ifQmkIToUkJCBzO81+3/khmeVkquP6RFU6h6hfzDGaEql8XxJ6BtItQs3eiGT299KhanR5isW586atm9BvHDhwAJdjCt/EPL548pENL283I/Rm7NEnMY8++iiOHTu23c1gmCc1jzzyCI4ePbrdzWCYTYH7DYbZerjfYJ5McL/BMFsP9xubCweSVkEphcceewwTExObqnBYWFjAsWPH8Mgjj2BycnLTlvtUhvfp5rPV+1RrjcXFRRw5cgRSjqofY5idzVb1GwBf57YC3qebz1buU+43mCcj3G/sLnifbj7cb+w+OLVtFaSUWxq5nJyc5AvQJsP7dPPZyn06NTW1JctlmO1iq/sNgK9zWwHv081nq/Yp9xvMkw3uN3YnvE83H+43dg8ckmMYhmEYhmEYhmEYhmFGggNJDMMwDMMwDMMwDMMwzEhwIGmbqNfruPXWW1Gv17e7KU8aeJ9uPrxPGWZnwb/JzYf36ebD+5Rhdg78e9x8eJ9uPrxPdx9sts0wDMMwDMMwDMMwDMOMBCuSGIZhGIZhGIZhGIZhmJHgQBLDMAzDMAzDMAzDMAwzEhxIYhiGYRiGYRiGYRiGYUaCA0kMwzAMwzAMwzAMwzDMSHAgaQdw++2346UvfSlarRamp6e3uzm7lg9/+MN4+tOfjkajgSuuuAL333//djdpV/NP//RP+Pmf/3kcOXIEQgh8+tOf3u4mMQwTwH3H5sB9x+bB/QbD7Gy439gcuN/YPLjf2L1wIGkH0Ov1cMMNN+BNb3rTdjdl1/LXf/3XeNvb3oZbb70V3/jGN/CCF7wA1113HU6fPr3dTdu1LC8v4wUveAE+/OEPb3dTGIapgPuOjcN9x+bC/QbD7Gy439g43G9sLtxv7F6E1lpvdyMYw0c/+lG85S1vwdzc3HY3ZddxxRVX4Cd/8ifxoQ99CACglMKxY8fwG7/xG7jlllu2uXW7HyEEPvWpT+H666/f7qYwDFOC+471w33H1sH9BsPsXLjfWD/cb2wd3G/sLliRxOx6er0evv71r+Paa69106SUuPbaa/GVr3xlG1vGMAzD7FS472AYhmHWAvcbDOPhQBKz6zl79izyPMfBgwcL0w8ePIiTJ09uU6sYhmGYnQz3HQzDMMxa4H6DYTwcSNoibrnlFgghhv49+OCD291MhmEYZgfBfQfDMAyzFrjfYBhmO4i3uwFPVm6++WbcdNNNQ+e5+OKLn5jGPMnZt28foijCqVOnCtNPnTqFQ4cObVOrGIZh1g73HU8c3HcwDPNkgPuNJw7uNxjGw4GkLWL//v3Yv3//djfjKUGtVsOLXvQi3HPPPc6cTSmFe+65B7/+67++vY1jGIZZA9x3PHFw38EwzJMB7jeeOLjfYBgPB5J2AMePH8f58+dx/Phx5HmOBx54AADwzGc+E+Pj49vbuF3C2972Ntx444148YtfjJe85CW46667sLy8jNe//vXb3bRdy9LSEh566CH3/sc//jEeeOAB7NmzB0972tO2sWUMwwDcd2wG3HdsLtxvMMzOhvuNjcP9xubC/cYuRjPbzo033qgB9P196Utf2u6m7Sr++I//WD/taU/TtVpNv+QlL9Ff/epXt7tJu5ovfelLlefljTfeuN1NYxhGc9+xWXDfsXlwv8EwOxvuNzYH7jc2D+43di9Ca62fiIAVwzAMwzAMwzAMwzAMs7vhqm0MwzAMwzAMwzAMwzDMSHAgiWEYhmEYhmEYhmEYhhkJDiQxDMMwDMMwDMMwDMMwI8GBJIZhGIZhGIZhGIZhGGYkOJDEMAzDMAzDMAzDMAzDjAQHkhiGYRiGYRiGYRiGYZiR4EASwzAMwzAMwzAMwzAMMxIcSGIYhmEYhmEYhmEYhmFGggNJDMMwDMMwDMMwDMMwzEhwIIlhGIZhGIZhGIZhGIYZCQ4kMbueM2fO4NChQ/iDP/gDN+3ee+9FrVbDPffcs40tYxiGYXYi3G8wDMMwa4H7DYYpIrTWersbwTAb5bOf/Syuv/563Hvvvbjkkktw+eWX45WvfCX+8A//cLubxjAMw+xAuN9gGIZh1gL3Gwzj4UAS86ThzW9+M77whS/gxS9+Mb797W/ja1/7Gur1+nY3i2EYhtmhcL/BMAzDrAXuNxjGwIEk5klDu93G8573PDzyyCP4+te/jssuu2y7m8QwDMPsYLjfYBiGYdYC9xsMY2CPJOZJww9/+EM89thjUErh4Ycf3u7mMAzDMDsc7jcYhmGYtcD9BsMYWJHEPCno9Xp4yUtegssvvxyXXHIJ7rrrLnz729/GgQMHtrtpDMMwzA6E+w2GYRhmLXC/wTAeDiQxTwre/va342/+5m/wzW9+E+Pj43j5y1+Oqakp3H333dvdNIZhGGYHwv0GwzAMsxa432AYD6e2MbueL3/5y7jrrrvwiU98ApOTk5BS4hOf+AT++Z//GR/5yEe2u3kMwzDMDoP7DYZhGGYtcL/BMEVYkcQwDMMwDMMwDMMwDMOMBCuSGIZhGIZhGIZhGIZhmJHgQBLDMAzDMAzDMAzDMAwzEhxIYhiGYRiGYRiGYRiGYUaCA0kMwzAMwzAMwzAMwzDMSHAgiWEYhmEYhmEYhmEYhhkJDiQxDMMwDMMwDMMwDMMwI8GBJIZhGIZhGIZhGIZhGGYkOJDEMAzDMAzDMAzDMAzDjAQHkhiGYRiGYRiGYRiGYZiR4EASwzAMwzAMwzAMwzAMMxIcSGIYhmEYhmEYhmEYhmFGggNJDMMwDMMwDMMwDMMwzEj8/81l+EuB4cloAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1200x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(12, 3))\n",
    "sim_data.plot_field(field_monitor_name=\"xz\", field_name=\"Ex\", y=0, val=\"real\", ax=ax1)\n",
    "sim_data.plot_field(field_monitor_name=\"xz\", field_name=\"Ey\", y=0, val=\"real\", ax=ax2)\n",
    "sim_data.plot_field(field_monitor_name=\"xz\", field_name=\"Ez\", y=0, val=\"real\", ax=ax3)\n",
    "plt.show()\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(12, 3))\n",
    "sim_data_ref.plot_field(\n",
    "    field_monitor_name=\"xz\", field_name=\"Ex\", y=0, val=\"real\", ax=ax1\n",
    ")\n",
    "sim_data_ref.plot_field(\n",
    "    field_monitor_name=\"xz\", field_name=\"Ey\", y=0, val=\"real\", ax=ax2\n",
    ")\n",
    "sim_data_ref.plot_field(\n",
    "    field_monitor_name=\"xz\", field_name=\"Ez\", y=0, val=\"real\", ax=ax3\n",
    ")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As expected, the fields look identical."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Multiple STL solids and multiple files\n",
    "Next, we'll demonstrate how multiple STL models can be imported into the same simulation. Also, we demonstrate the case when the same STL file contains more than one disjoint object.\n",
    "\n",
    "We'll consider slightly more complicated geometries here, such as a box with a hole, and a box with a concave surface in the form of an indent. Our STL import and preprocessing functionality can handle all of these cases.\n",
    "\n",
    "Note that:\n",
    "- if the same STL file contains multiple disjoint objects stored as a single STL solid, it is assumed that those objects will all have the same material properties, because they are treated as a single Tidy3D [Geometry](https://docs.flexcompute.com/projects/tidy3d/en/latest/api.html#geometry);\n",
    "- if the STL contains multiple objects stored as different STL solids, then each solid can be imported individually by index using the `solid_index` argument to `td.TriangleMesh.from_stl`, in which case different material properties can be assigned to different STL solids.\n",
    "\n",
    "Here are 3D plots of the different STL objects we'll consider:\n",
    "\n",
    "<img src=\"img/box_with_hole.png\" width=199> <img src=\"img/box_with_indent.png\" width=200> <img src=\"img/two_boxes.png\" width=222>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:30:14.038310Z",
     "iopub.status.busy": "2023-03-27T23:30:14.038087Z",
     "iopub.status.idle": "2023-03-27T23:30:15.012043Z",
     "shell.execute_reply": "2023-03-27T23:30:15.011544Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA8kAAAE8CAYAAADzDPMaAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAABrlElEQVR4nO3deZwjZZ0/8E9Vkkq6k04n091zCXIqA3IMcoyMsKMyPwZBBI9ZRJRLYRlBfzh4wA9/gzOI/DwQduVaXHVYRER8CbrCIjAOooCgwKwsC8glwzFHJ5N0julOVVLP74+eSifpVFJJKqlK8nm/XnnBpCvJ03nyfLs+qarnkYQQAkREREREREQE2ekGEBEREREREbkFQzIRERERERHRLgzJRERERERERLswJBMRERERERHtwpBMREREREREtAtDMhEREREREdEuDMlEREREREREuzAkExEREREREe3CkExERERERES0C0Myda2HHnoIkiThoYcecropRESOY00kIqqPtZKsYEgm17vhhhuwfv16p5vRlJ/+9Ke49tprnW4GAEDXdXz729/GXnvthUAggIMPPhi333675ccnk0mcd955GBsbQzAYxPvf/3489dRTVbf99a9/jXe/+90IBAJ4+9vfjssvvxz5fN6uX4Wor7Emtlcul8NXv/pVLFy4EAMDA1iyZAkeeOABS4/dc889IUlS1ds73vGOWdv/8Ic/xP77749AIIB3vOMd+P73v2/3r0PUt1gr7XHllVfiwx/+MObNmwdJkvD1r3+9occ3UlMfffRRHH300RgcHMT8+fPxhS98AZlMxobfogmCyOXe9a53iWXLls26v1AoiMnJSVEoFDrfKItOPPFEscceezjdDCGEEJdccokAIM4991xx8803ixNPPFEAELfffnvdxxYKBbF06VIRDAbF17/+dXHdddeJAw44QAwNDYm//e1vZdvee++9QpIk8f73v1/cfPPN4vOf/7yQZVmcf/757frViPoKa2J7feITnxBer1d86UtfEv/6r/8qjjrqKOH1esUf/vCHuo+96667xK233lp2+8Y3viEAiM997nNl2950000CgPjYxz4mbr75ZvHpT39aABD/7//9v3b9akR9hbXSHgDE/PnzxYoVKwQAcfnllzf0eKs19emnnxaBQEAceuih4sYbbxSXXXaZ8Pv94vjjj7fxt7GOIblLZDIZp5vgGLMi1w3cUuTeeOMN4fP5xAUXXFC8T9d1ccwxx4jddttN5PP5mo+/4447BABx5513Fu/bvn27iEQi4rTTTivb9oADDhCHHHKI0DSteN9ll10mJEkSzz33nE2/EfU71sRlTjejKW6piWYef/xxAUB85zvfKd43OTkp9tlnH3HUUUc19ZxXXHGFACAeeeSR4n07d+4UIyMj4sQTTyzb9vTTTxfBYFDs2LGjuV+AqAJr5TKnm9EUN9XKV199VQghxPj4eMMhuZGa+sEPflAsWLBATExMFO/7wQ9+IACI3/72ty39Ds1gSHbAG2+8Ic455xyxYMECoSiK2HPPPcX5558vcrmcEEKIH//4xwKAeOihh8SqVavE2NiYiEQixcdff/314oADDhCKoogFCxaIz33ucyKRSJS9xt/+9jfx0Y9+VMybN0/4/X7xtre9TZx66qkimUwWt7n//vvFe9/7XjE8PCyCwaB45zvfKS699NK67bfyuKmpKbFmzRqxzz77CEVRxG677Sa+/OUvi6mpqVnPd+utt4ojjjhCDAwMiEgkIo455pjiYNhjjz0EgLKbUfA2btwoAIiNGzeWPd/Pf/5z8e53v1sEAgExMjIiTj/9dPHGG2+UbXPmmWeKYDAo3njjDXHyySeLYDAoRkdHxcUXX1w3MAohxN133y1OOOGEYh/uvffeYt26dWWPXbZs2ay21yp4Z5555qztjVuj39pVuv766wUA8eyzz5bd/9Of/lQAqHuEZOXKlWLevHmzvnU977zzxODgYLFfn332WQFAXH/99WXbvfnmmwKAuOKKK1r6Pag3sSaWY02caVO7aqKZL3/5y8Lj8ZTtpAkhxDe/+U0BQGzevLnh59x///3FXnvtVXbfPffcIwCIe+65p+z+Rx99VAAQt956a+ONp57HWlmOtXKmTZ2olc2EZKs1dWJiQni9XvHlL3+5bLtcLidCoZD4zGc+03L7G+Vt5VRtatxbb72FI488snh956JFi/Dmm2/iF7/4BXbu3AlFUYrbfu5zn8PY2BjWrFmDbDYLAPj617+OtWvXYvny5Vi1ahVeeOEF3Hjjjfjzn/+MRx55BD6fD6qqYsWKFcjlcvj85z+P+fPn480338RvfvMbJJNJDA8P49lnn8WHPvQhHHzwwVi3bh38fj9eeuklPPLIIzXbb+Vxuq7jwx/+MP74xz/ivPPOw/77749nnnkG11xzDf72t7/h7rvvLm67du1afP3rX8fSpUuxbt06KIqCxx9/HL/73e9w3HHH4dprr8XnP/95hEIhXHbZZQCAefPmmbZv/fr1OPvss3HEEUfgqquuwrZt2/DP//zPeOSRR/D0008jEokUty0UClixYgWWLFmC7373u3jwwQdx9dVXY5999sGqVatqvg/r169HKBTC6tWrEQqF8Lvf/Q5r1qxBKpXCd77zHQDAZZddhomJCbzxxhu45pprAAChUMj0Of/pn/4Jy5cvL7vvvvvuw2233Ya5c+cW74vFYjXbZhgaGoLf7wcAPP300wgGg9h///3LtjnyyCOLPz/66KNNn+vpp5/Gu9/9bshy+TQGRx55JG6++Wb87W9/w0EHHYSnn34aAHD44YeXbbdw4ULstttuxZ8TGVgTWRPNtLMmmnn66afxzne+E+FwuOx+o1Zu2rQJu+++u6XXM57vueeeK/ZV6f3A7Fp52GGHQZZlPP300/jUpz5l+XWo97FWslaacaJWWmW1pj7zzDPI5/OzaqKiKFi8eLEz+48dj+V97owzzhCyLIs///nPs36m67oQYuabwKOPPrrsm6Xt27cLRVHEcccdV3ZE77rrrhMAxI9+9CMhxPQ5/ag4NbbSNddcIwCI8fHxhtpv5XG33nqrkGV51tFJ4/or45SzF198UciyLD7ykY/MOkJpvBdCmJ8uU/lNoKqqYu7cueLAAw8Uk5OTxe1+85vfCABizZo1xfuMb93WrVtX9pyHHnqoOOyww2q/CWL6VLlK//RP/1R2VFWI1k6XefHFF8Xw8LD4X//rf5V9DmDybWHl7cc//nFZO/bee+9Zr5HNZgUAcckll9RsSzAYFOecc86s+42jIffdd58QQojvfOc7pkdbjjjiCPGe97zH6q9PfYI1kTXRKjtropl3vetd4gMf+MCs+42zZG666aaG2nzxxRcLAOJ//ud/yu6/4IILhMfjqfqYsbEx8YlPfKKh16Hex1rJWmlVu2plM0eSrdbUO++8UwAQDz/88KxtV65cKebPn2/5Ne3C2a07SNd13H333TjppJNmfVMCAJIklf373HPPhcfjKf77wQcfhKqquOiii8qO6J177rkIh8O45557AADDw8MAgN/+9rfYuXNn1bYY34j96le/gq7rln8HK4+78847sf/++2PRokWIxWLF2wc+8AEAwMaNGwEAd999N3Rdx5o1a2Ydoax8L6z4y1/+gu3bt+Nzn/scAoFA8f4TTzwRixYtKr4/pc4///yyfx9zzDF45ZVX6r7WwMBA8f/T6TRisRiOOeYY7Ny5E88//3zDba+UzWbxkY98BNFoFLfffnvZ5+CBBx6wdFuxYkXxMZOTk1W/FTTep8nJyZrtsfp4479m29Z7HeovrImsiVbZXRPNtForS+m6jp/97Gc49NBDZ53FMzk5WXbkr/K1WCupFGsla6VVnaqVVnXz/iNPt+6g8fFxpFIpHHjggZa232uvvcr+/dprrwEA9ttvv7L7FUXB3nvvXfz5XnvthdWrV+N73/sebrvtNhxzzDH48Ic/jE996lPFAnjqqafi3/7t3/DZz34Wl1xyCY499lh89KMfxcc//vFZBaeUlce9+OKLeO655zA2Nlb1ObZv3w4AePnllyHLMg444ABL70c9Zu8PACxatAh//OMfy+4LBAKz2hiNRpFIJOq+1rPPPouvfe1r+N3vfodUKlX2s4mJiUabPsu5556Ll19+GY8++ihGRkbKflZ5So0VAwMDyOVys+6fmpoq/tyOxxv/Ndu23utQf2FNnMaaWJ+dNbFQKGB8fLzsvjlz5kBRlJZrZanf//73ePPNN/HFL35x1s8GBgagqmrVx7FWUiXWymmslfXZvf/Yqm7ef2RIdrFWPhBXX301zjrrLPzqV7/C/fffjy984Qu46qqr8Kc//Qm77bYbBgYG8PDDD2Pjxo245557cN999+GOO+7ABz7wAdx///1l3zxVtqne43Rdx0EHHYTvfe97VZ+jkeu52snsd6wnmUxi2bJlCIfDWLduHfbZZx8EAgE89dRT+OpXv9rQN6vV/PM//zNuv/12/OQnP8HixYtn/Xzr1q2Wnmd4eLj4GVqwYAE2btwIIUTZt6xbtmwBMH3NcC0LFiwobluq8vELFiwo3l/Zz1u2bCleg0LUDNbE9uqXmvj666/PChEbN27E+973PixYsABvvvnmrMdarZWlbrvtNsiyjNNOO23WzxYsWIBCoYDt27eXXTOoqiri8XhDr0NUibWyvfqlVtrBak0t3X+stq0jNbHjJ3j3sUKhIMLhsDj55JNrbmdcU1J53YkxE/G9995bdn8ulxPDw8PiYx/7mOlzPvLIIwKAuOyyy0y3ufLKKwUA8cADD9T/ZWo87oQTThBve9vbyq4Lqca4fvXpp5+uud2BBx5o6ZoSY1bQG264Yda2+++/f9m1IsbshJUuv/xyUW9Y3HXXXQKA+P3vf192/8033zxrtsQPfehDDV1T8vDDDwuv1ysuuugi023QxDUlxnVHlbNb33bbbabXgJT6+Mc/XnV263PPPbfsOpr//u//FoD57NaV1/BQf2NNLMeaOFs7auLk5KR44IEHym7Gkktf+tKXqs7EavSp1dmtp6amRCQSqXotnhAz1zpWzm5tfC7//d//3dLrUH9grSzHWjlbu/YfSzVzTbLVmppMJmvObl1tXpx24zXJHSTLMk455RT8x3/8B/7yl7/M+rkQoubjly9fDkVR8C//8i9l2/7whz/ExMQETjzxRABAKpVCPp8ve+xBBx0EWZaLpzHs2LFj1vMb3zpVO9XBYOVx//iP/4g333wTP/jBD2ZtOzk5WZxp8ZRTToEsy1i3bt2sb89Kf79gMIhkMmnaJsPhhx+OuXPn4qabbir7Hf7zP/8Tzz33XPH9aZXxDWJpG1VVxQ033DBr22AwaPn0mS1btuAf//EfcfTRRxdnOKymmWtKTj75ZPh8vrI2CiFw00034W1vexuWLl1a1o7nn38emqYV7/v4xz+Obdu24Ze//GXxvlgshjvvvBMnnXRS8RqSd73rXVi0aBFuvvlmFAqF4rY33ngjJEnCxz/+cUvvBfUH1kTWxFraVRMDgQCWL19edotGowCma12hUMDNN99cfP5cLocf//jHWLJkSdmRrM2bN5teQ3jvvfcimUzi9NNPr/rzD3zgA5gzZw5uvPHGsvtvvPFGDA4O2tY31BtYK1kra2nn/mMjYrEYnn/++bLr2a3W1OHhYSxfvhw/+clPkE6ni9veeuutyGQyWLlyZVNtagVPt+6wb37zm7j//vuxbNmy4vT2W7ZswZ133ok//vGPZVPMVxobG8Oll16KtWvX4vjjj8eHP/xhvPDCC7jhhhtwxBFHFJeL+N3vfocLL7wQK1euxDvf+U7k83nceuut8Hg8+NjHPgYAWLduHR5++GGceOKJ2GOPPbB9+3bccMMN2G233WouBWTlcZ/+9Kfx85//HOeffz42btyI9773vSgUCnj++efx85//HL/97W9x+OGHY99998Vll12GK664Ascccww++tGPwu/3489//jMWLlyIq666CsD0khg33ngjvvGNb2DffffF3Llzi5M4lPL5fPjWt76Fs88+G8uWLcNpp51WnMJ/zz33rHpdWDOWLl2KaDSKM888E1/4whcgSRJuvfXWqn+kDjvsMNxxxx1YvXo1jjjiCIRCIZx00klVn/cLX/gCxsfH8ZWvfAU/+9nPyn528MEH4+CDDwbQ3DUlu+22Gy666CJ85zvfgaZpOOKII3D33XfjD3/4A2677bayU4cuvfRS3HLLLXj11Vex5557Apgucu95z3tw9tln43/+538wOjqKG264AYVCAWvXri17re985zv48Ic/jOOOOw6f+MQn8N///d+47rrr8NnPfnbW5DVErImsiU7URDNLlizBypUrcemll2L79u3Yd999ccstt+Dvf/87fvjDH5Zte8YZZ+D3v/991d/ztttug9/vL36+Kg0MDOCKK67ABRdcgJUrV2LFihX4wx/+gJ/85Ce48sorMWfOHNt+J+oNrJWslU7VyltvvRWvvfZaMfw+/PDD+MY3vgFgus/22GMPAMB1112HtWvXFi9fARqrqVdeeSWWLl1a/Iy/8cYbuPrqq3Hcccfh+OOPb6rtLen4sWsSr732mjjjjDPE2NiY8Pv9Yu+99xYXXHDBrMXgq03zL8T0qbOLFi0SPp9PzJs3T6xatapsMfhXXnlFnHPOOWKfffYRgUBAzJkzR7z//e8XDz74YHGbDRs2iJNPPlksXLhQKIoiFi5cKE477TTxt7/9rWbbrT5OVVXxrW99S7zrXe8Sfr9fRKNRcdhhh4m1a9fOOuXiRz/6kTj00EOL2y1btqzslJ2tW7eKE088UQwNDQmg/mLwd9xxR/H55syZU3Mx+EpWTpcRYvr0o/e85z1iYGBALFy4UHzlK18Rv/3tb2e1J5PJiE9+8pMiEokIoPZi8NUWjzdudiwGXygUxDe/+U2xxx57CEVRxLve9S7xk5/8ZNZ2xvIGr776atn9O3bsEJ/5zGfEyMiIGBwcFMuWLTP9jN51111i8eLFwu/3i91220187WtfE6qqtvw7UG9iTWRNrKbdNdHM5OSk+NKXviTmz58v/H6/OOKII4rL3FVrX6WJiQkRCATERz/60bqvdfPNN4v99ttPKIoi9tlnH3HNNdfUPdWU+hdrJWtlNe2ulbWev7TNxntQ+b5aralCCPGHP/xBLF26VAQCATE2NiYuuOACkUqlWv4dmiEJUeccDSIiIiIiIqI+wWuSiYiIiIiIiHZhSCYiIiIiIiLahSGZiIiIiIiIaBeGZCIiIiIiIqJdGJKJiIiIiIiIdmFIJiIiIiIiItrF63QD3E7Xdbz11lsYGhqCJElON4eIAAghkE6nsXDhQsgyv+tzCusjkfuwProD6yORO1mtkQzJdbz11lvYfffdnW4GEVXx+uuvY7fddnO6GX2L9ZHIvVgfncX6SORu9WokQ3IdQ0NDAICvfOUrGBgYaOm5hBAAgNHRUfh8vrKfqaqKZDIJAIhEIlAUpaXXaoYQAuPj4wAAv9+P4eHhjrcBACYmJpDL5QAAY2NjjnwDy/6YYVd/aJqGWCwGAA0/R6FQQD6fBwB4vV6oqopvf/vbxfFJzuhUfTTbvpfGRytYr2Z0c3+0UiNLTU5Osj66QGl9DAQCUFUVwHTfNjpGG62PZrp5fNiJ9WpGt/SHXfURsF4jGZLrMDpiYGAAoVCopefSdR26riMcDpd9CFVVRTabLX4oNE3D8PBwRz+ouq4jHo8jGAzC7/djamoKsix3/I9sOp2Gx+PBnDlzkMvloGkaRkZGOnrKGPtjhp39Ybyvsiw39Ph8Pg9VVct2DIxxyVPYnGW8/36/v2310WzbXhsfzWK9mtHt/dFsjaxkBCrWR2cZ738gEIDX64XH44EkSdB1HV6vF36/3/JzNVIfzXT7+LAL69WMbuoPu+pjqXo1kherOExVVcRiMfh8PoyOjha/JYzFYsVvHdvN+IBqmobR0VGMjIwgHA4jlUohnU53pA3AdMFIpVIIh8MYGRnB6OgoNE1DPB6HrusdaQP7Y4Yb+sMIyJIkIRAIIBAIQJIkaJrWkdcnazRNKx7pbzeOjxmsVzPYH9N0Xe/Ya5E1qqpCCAFFUTAwMACv14t8Pl88gtgJHB/TWK9msD/qY0h2UOkH1Pj2SJZljIyMdOyDWvkBNb49Ghoa6ugHtbRgGN8eKYrS0cLB/pjhhv4oDch+v7/YH418+06do6pq24Myx8cM1qsZ7I9puq53NHiRdYqiwOudPnnT7/d3NChzfExjvZrB/rCGIdkh1T6ghk59UM0+oIZOfVCrFQxDpwoH+2OGG/qjWkA2yLLsyDUzZE5RFEiS1NagzPExg/VqBvtjmhGQhRAtXbNK9vP5fMWAbOhUUOb4mMZ6NYP9YR1DsgOMi8+rfUAN7f6g1vuAGtr9Qa1VMAztLhy1CoaB/TGj3f1RKyAbeK2duxh91a6gzPExg/VqBvtjWmlAVhSFyz65jFl/tDsoc3xMY72awf5oDCupRcZEGK3SdR2JRKLmB9TQrg+q1Q+ooV0fVCsFw9CuwmGlYBjYHzPa1R9WAjK5k3EqvN1BmeNjBuvVDPbHtMqAXHnEktytXUGZ42Ma69WMbu+PbDZrSxsAWJ7XhnugFqmq2vIH1VjGxuv1Wp7Bzu4PaqMfUIPdhaORgmGwu3A0UjAM7I8ZdvcHA3L3szsoc3zMYL2awf6YxoDcG+wOyhwf01ivZvRCf2QyGVu+fM/lcpbfT+6FNqCRN7ZSaQCIRCINBQC7PqjNfkANdhWOZgqGwa7C0UzBMLA/ZtjVHwzIvcOuoMzxMYP1agb7YxoDcm+xKyhzfExjvZrRK/0RCoVanr0/l8shn89bfg+4J2qRz+eDEKKpoFwaADweT1MBoNUPaqsfUEOrhaOVgmFotXC0UjAM7I8ZrfYHA3LvaTUoc3zMYL2awf6YxoDcm1oNyhwf01ivZvRSfwSDQciyjEKh0NT4MAKy1+u1PLkh90YtMmbUbTQo2xkAmv2g2vUBNTRbOOwoGIZmC4cdBcPA/pjRbH8wIPeuZoMyx8cM1qsZ7I9pDMi9rdmgzPExjfVqRi/2h9frhcfjaXh8lAbkRpYR5R5pA7xeb0NBuTIA2DEjb6MfVLs/oIZGC4edBcPQaOGws2AY2B8zGu0PBuTe12hQ1nUdyWSS4wOsV6X6pT/qTSbDgNwfGg3K/TI+WK/YH8DMmuNWx0ezARlgSG6Y1aDczgBg9YParg+owWrhaEfBMFgtHO0oGAb2xwyr/cGA3D+sBmUhRHFyw34fH6xXM/qpPxKJhGkbGJD7i9Wg3E/jg/WK/WGwOj5aCcgAQ3JT6gXlTgSAeh/Udn9ADfUKRzsLhqFe4WhnwTCwP2bU649CocCA3GfqBeXSABCNRvt6fLBezei3/jB2+gqFQtnPGZD7U2kQqBZG+m18sF6xP0rVC8qtBmSAIblpZkHZPCCL6ZsQgNABUWj5JksCI3Mi8Pm8iMXGoeYmAVGAXtAQj8egaSpGR6JQfB5bXs/sNhQaRHgohFRqAunURPH+dGoCqdQEwkMhDIUG29oGxefB6EgUmqYiHo9BL2iAKEDNTSIWG4fP58XInAhkSbStDeyPev2hF2cmZEDuP2ZBuTQANDKhRrPMdnQ6sYNjMNvR6cQOjsFsR6dTOzgG9sc0WZYRiURqjg8G5P5jBAHjLBtDP44P1qtp7I8ZZkHZjoAMAKy2LTD+WKmqilwuB5/PZx6QC1OALgABYGorkG/9+mRg+luOkQGBuFZAbPubGBnyILVTh1YQGB3yQMlvB1pfVqyuIQ8ApYBUchzIxQEAqUkd4QEZQ54ksDPZ9jYoAEYHdcTSk4hvSyM8KCOeLsDnkTAyoEGemmx7G9gfMyr7Y0CRkM/nIQHw+xUG5D5kBOVcLlf8o6ppWjEA2DFvgxXGTkwqlSre16kdHIOxoxOLxRCPxxEOhxGPxzuyg2MwdnTi8ThisRhGRkaQSqU6toNjYH9Mk2UZHo8HQoiq44MBuT/5/X4IIaDrOrLZLHK5XN+OD9araeyPGUYILv0SyY6ADDAkW2YUqEqyLBfDsfEthvHBmNleALqALgSEALS8sL194UEZO9J5bE9Of0jmhDyAJEFtw2uZ8SsyBgsCyWwBABAKyPArckfbAEnC8ICMHZkCplQdXg8QHvQgXwCmv6HoDPbHLiX9sTM3/SWRb1fVaXbNP2B6PJJ7mNVHMz6fD7lcrqxmSpIEIUTdyYvs4vf7MTg4iGQyCQAIhULw+/0trcHYjOHhYezYsQNTU1Pwer0Ih8NNry3drHA4jB07dmD79u0AgDlz5gBAR98L9sd0IJYkqeo+hSzLlscY66O7NFofq/F6vdA0DalUCrIs9+X4MLBezein/jC+MKw2loxleo3f3ePxwOfzmY47qzWSIdmiWkVOCFE8AmLs6JVtK4SRkyF0HbmpDAqyvX/EhAC8kCHL0+3QcjoKWuf/UIqCDGVXG0ReYGpna38YmqHrEpRd36LJEJjauROSXjFYZQVo41Er9scMoz90AWiSD0IAekFv6f3nTqC7NLoTKISALMvFfhRCFG+5XG7WNZntYhyhM/5/amqqI69bStf1YhtkWcbU1FTHjqgDAEQBIpeAVwjIu/4uaepUx/qgrCl93h/5fB66rkOSpFnjo9HxRe5hR0g2Hm98YdKP48NgXJpjHC3VNK199UoUADVRfp8SBSRP39crQ6f6o7Q+min9Wa0xx5Bss7GxMYTD4Vn3a5qGRCKBgYEBhEIhJJNJeL1eRKPRmc4SOjC1FVpeIDeVwQn7jWN4oLPf9PQ1XQUm3yq/b2DhdFCmjpmY9OKu53aHEMDI3LmQ5ObLT+lpTuQ8s/pYjRACiUQC+XwekUgEmUwG+XweQ0NDKBQKOOGEEzA8PNzmFlORNgG89Z/l9y38IOBjH3TaxMQE7rnnnuI8J6XjIxqNWr5en/XRXRqpj2ZSqRRUVcVHPvIR1sdOYn10jYmJCdx7773w+/2zamE2m0Umk0EoFAKA4v8Hg8Gqz2W1RjIkW+Tz+WadX6+qKiYmJuD3+4vXACiKglgshlQqNXNdgCgUr0EuyALDA3nM2e0QQG7vBDW0Sz4L7Kj4RmnOIYC3+uAhm+kasOMvAIABxYPMVAGpdAYjI6NNXzfT7smdqDHV6mM1xqQeuq5j7ty5UBQFg4ODiMfjSKfTCIVCGB4eLp6uRR2gSkC6YlcgGpk+WkIdp+t61fExMTFh+To/1kd3sVofzaTTaUxOTiIYDLI+dhrro6sYk3uWjqd0Oo2dO3ciEokUrwn3er1IpVLwer1VrxO3WiMZkptkNotc5cX0IyMjkKudGSD7GJI7RfYBsqfKfXz/O02WgWjQgwlVmxkfnMCrL5jNemlM/rF9+/aOX89F5DaVy6BVTo7TyQlxyHnGrMmhUAgej6f+A4j6iNms4pWTqzU7oRr3TptQb5p1qwt+E/Ujn0/G6Mgcjo8+Um9ZCFmWyy9RIepTiqLMOspRb11S6k2lAcDstFGiflVv2a1661pbwZDcIKvrkJUF5R0J6JxIg6iIXyT1D6vrJkqSxCNk1PfM9ikYlPtLJ9fdJeo2VsdHq0GZIbkBjS7UXRYEUgXOOElUgkG591kNyAYeSSYyx6DcHxiQicxls9mGxkcrQZkh2SJN0xoKyAZFUaZPLS0IJDIFMCcTzWBQ7l2NBmQiqo9BubcxIBOZy+fzyGQyDY+PZoMyQ7JFyWSy4YBsUBQFo0Me5AsCaoFvOVEpBuXew4BM1D4Myr2JAZmoNk3TEAqFmhofpUE5m81aegwTm0Ver7elmXgVn4xo0MMjyURVMCj3DgZkovZjUO4tDMhE9fl8vpYmsTOCMkOyzSKRSMtL1fh8MhQPUzJRNQzK3Y8BmahzGJR7AwMykTVeb+srFw8NDVkO2gzJFtk1oYwsMyQTmWFQ7l4MyESdx6Dc3RiQiTqPIZmIupKVoMyZ4t1FCMGATOSQyqCsaZrTTaISZv3BgEzkbgzJROQ6tYKyrutIJpPONY5mSSaTDMhEDioNyqyP7pJMJmcd4WdAJnI/hmQicqVqQdk4pTefzzvdPCqRz+cZkIkcZgRlO67bI/t4vd6yU+EZkIm6AyspEbmWEZRjsRhisRiA6UAWiUScbRiViUQiDMhELiDLMuujy0QiEWiahlgsBr/fj6mpKQZkoi7QVUeSH374YZx00klYuHAhJEnC3XffXfcxDz30EN797nfD7/dj3333xfr169veTiKyj6IoGBkZgaZp0DSteEohlXOyPrI/iNzDrolGe4mT9VGSJIyMjEAIgampKQQCAQZkoi7QVSE5m83ikEMOwfXXX29p+1dffRUnnngi3v/+92PTpk246KKL8NnPfha//e1v29xSIrKLrutIpVLFf6dSKU7cVYWT9ZH9QURu5vT+Y+m6rLlcjrOQE3WBrjrd+oMf/CA++MEPWt7+pptuwl577YWrr74aALD//vvjj3/8I6655hqsWLGiXc0kIpuULis0NjYGAIjFYpYXgu8nTtbHZDKJcDjc8lryRNQ61sfZnKyP2WwWQgiEw2EEg0HE43HEYjHO40Dkcj29R/PYY49h+fLlZfetWLECjz32mOljcrkcUqlU2Y2IOq/aurvGNcqcuKt1dtbHfD7Pda2JXCCdTjMk28DO+pjNZovXIHNda6Lu0VVHkhu1detWzJs3r+y+efPmIZVKYXJyEgMDA7Mec9VVV2Ht2rWdaiIRVVEtIBsUReHENDawsz5GIhGoqop4PI6RkRFXHFFe9aMNbXvuG885tqXHu7lt1L2MWZODwaDTTel6dtbHYDBYdg2yEZR5RJnI3Zzfk3GZSy+9FBMTE8Xb66+/7nSTiPpKrYBs4ERRzjCrjz6fz3RdayJqv9JlhRiSnWFWH6v1B48oE7lfTx9Jnj9/PrZt21Z237Zt2xAOh6t+CwgAfr8ffr+/bW3i/DZE5qwEZLKH3fWxdLkuNx1RJup1levuTkxMON2krteJ/UceUSZyhqZplrbr6T2Yo446Chs2lJ/W9sADD+Coo45q+LnsuMZHCAG10NNvOVHTGJA7y876aDCCMo8oE3VGZUAme7SjPlbDI8pE1tmxT6GqKpLJpKVtuyqxZTIZbNq0CZs2bQIwPUX/pk2bsHnzZgDTp7qcccYZxe3PP/98vPLKK/jKV76C559/HjfccAN+/vOf44tf/GLDr53NZpFOp5tuuy4EEpkCjyQTVcGA3Don62MpBmWizmBAts4t9bEaBmUia1RVtXwU2OzxsVgMXq+1E6m7KiT/5S9/waGHHopDDz0UALB69WoceuihWLNmDQBgy5YtxYIHAHvttRfuuecePPDAAzjkkENw9dVX49/+7d+aWv4pGAwilUo1FZR1XUc8VUC+IKB4mJKJSjEg28PJ+liJQZmovRiQG+Om+lgNgzJRfZIkIZFINDU+jIDs8/ksT/7aVdckv+9974OocSh2/fr1VR/z9NNPt/zawWAQsiwXp/S3+kdJ13XEdySgFQSiQQ8KGkMykYEB2T5O1sdqeI0yUXswIDfObfWxGl6jTFSboigoFAoNj4/SgDwyMmL5gCf3WBowNDSEcDhs+YhyWQAY8sDn49tNZGBA7n08okxkLwbk3sYjykTmJElCNBptaHxUBuRGvqxnamuQ1aBcFgBG5kBhQCYqYkDuH40E5Xw+38GWEblPraOdDMj9gUGZyJwkSZbHRysBGWBIbkq9oMwAQGROCDF9CQLHR9+wEpSz2WxLE3IQ9QJVVasGZQbk/lIZlFkbiWZY+SKp1YAMMCQ3zSwoMyATmRMCSGQKHB99qFZQTqfTyGQy8Pl8DraQyHlCCCQSiVnjgwG5/5QGgcrPBFG/qxWU7QjIAENySyqDMgMyUW1qXiBfENOXIHB89J1qQdkIAKFQyPKyDES9SlEU5PP5WeODAbk/GUHA6/XytGuiCtWCsl0BGeiy2a3dyPijlUqlkEqlIEkSAzKRCSGmZ3nn+OhfpbNeb9myBQAQDofh9/sxNTXlcOuInCXLMqLRKCYmJsrGBwNy/zI+E8bqKkQ0o3RW+PHxcQDT+xl2rKjBI8k2CAaDxf/3+/0MAEQmZEniLO8ERVHg9/uL/y6toUT9zufzcXxQGUmSeDkKkQlZlhEOh4v/DofDtiw5yb3VFhmnWEuShEAggKmpKcvrbxH1m4IQyE4WnG4GOSydTmNqagqBQACSJCEej9ec1Zeon2Sz2Vnjg9ej9jdN03i6NZEJVVURj8fh8/ng8/kQj8dtGS883boF1a5BNq4fAuD46VG3PfKco6/vhNPfu7/TTaAafB4JmSkd3nQGQ+Fhp5tDDqi8xtK4fiiRSGBgYMDp5hE5Kp/PI5vNIhKJlI2PeDxuy+mD1H1UVUUikSg7u4CIplVegwwA8XgcsVis5ctfWW2bZDZJl9V1lIn6kdcjIRSQkUqnOT76ULVJiIxrlPP5PI+UUN/TNA2hUGjW+LCyzjj1HiMAeL1eXspHVKHaJF12rjPOkNyEerNYMygTmQsOeBAeGuL46DO1ZulVFAXRaJSnXFPf8/l8s65BZlDuT6UBIBqNQpIkp5tE5Bq1ZrG2KygzJDfI6jJP5UE50+FWErnb0FCIXyT1ESvL2Ph8Ph4pob5ntgwag3J/qQwADMhEM6ws82RHUGZIbkCj6yAXg3I6jfROTlZEVIpnXPSHRtZ55fWWROYYlPuDneu8EvUaTdMsj49WgzJHnkVCiIYCsmFoaGj61NJJnbP6ElVgUO5tjQRkIqqPQbm3MSATmdN1HYlEoqHx0UpQ5uizKJlMNhyQDUNDIYQHZGSmdOQLfMuJSjEo9yYGZKL2YFDuTQzIRLWpqgqv19vw+KgMypqmWXtcsw3tN/l8vqWpxIcGPQgFZGg6ryshqsSg3FsYkInai0G5tzAgE9UnSRKi0WhT46M0KCeTSUuP4TrJFkUikZYnlQkOeCDyvTF7ayvrEffj+s1UnxGm3LLOODWHAZmoM4ygzHWUuxsDMpE1iqK0NImdEZSz2ay17Zt+pT7j8/lseR6vh9/2EpnhEeXuxoBM1Fk8otzdGJCJrLNjlndZlhGJRKxt2/KrERHZiEG5OzEgEzmjMihzvXF3MesPBmQiZ1gN2zzdmohcp96p11ZPlaHOyGazEEIwIBM5pPTUa9ZHd0kmkwiHw2UhmAGZyP04KonIlcyOKKfTae4Eukw2m2VAJnKYEZTz+bzTTaES+Xy+7FR4BmSi7sAjyUTkWpVHlI3/DwaDTjWJqggGgwzIRC6gKIrl6+2oMyKRCFRVRTweRzgcRjweZ0Am6gIMyUTkapVBORwOc3Ial+GXFkTuYddEo2QPn8+HcDiM8fFxHkEm6iIcoURERERERES7MCQTkauVzppsXKPMa5Ldhf1B5B6apjndBCqhaRpisVjZNeNcrovI/RiSici1KpcVMibzYihzl2w2y+W6iFxAVVUkk0mnm0Elkslk8RRrv9/Pda2JugRDMhG5ktm6u0NDQ7wG1mWCwSDXtSZymDFrstfL6WbcxOv1ll2DXLmuNYMykTt1XUi+/vrrseeeeyIQCGDJkiV44oknTLddv349JEkquwUCgQ62loiaYRaQDQzJ1TlVH4PBYNXluoioM0qXFeLs1uacqJGRSGTWJF0MykTu11Uh+Y477sDq1atx+eWX46mnnsIhhxyCFStWYPv27aaPCYfD2LJlS/H22muvdbDFRNSoegGZqnO6Ppqta01E7VW57q4kSU43yZWcqpFm/cGgTOQMIYSl7boqJH/ve9/Dueeei7PPPhsHHHAAbrrpJgwODuJHP/qR6WMkScL8+fOLt3nz5jX12nZNhJEvdNVbTtRRDMjNc7I+GhiUiTqrMiBzWSFzbqiRlRiUiayzGm5r0XXd8rwNXVNNVVXFk08+ieXLlxfvk2UZy5cvx2OPPWb6uEwmgz322AO77747Tj75ZDz77LM1XyeXyyGVSpXdgOmJF1RVbel3yE4WoOn8hpeoGgbk5jldH0sxKBN1BgOydZ2okVbqYzUMykTWqKraUlDWdR3xeBz5fN7S9l0zu0MsFkOhUJj1Ld68efPw/PPPV33Mfvvthx/96Ec4+OCDMTExge9+97tYunQpnn32Wey2225VH3PVVVdh7dq1s+73er2IxWIYHR2FoigNtz+9s4DMlI6gt/VvQYh6DQNya5yuj5WMPjR2EnutT1f9aIPTTaA+x4DcmE7USKv1sRojKMdiMcTjcfapQypr+yDSeLfnubL7nnr499iJ3vmbduM5xzrdBMuEEEgkEpg7d27D48MIyJqmWZ63oadH4FFHHYUzzjgDixcvxrJly/DLX/4SY2Nj+Nd//VfTx1x66aWYmJgo3l5//XUA0xMv+Hw+xGKxho8op9MZpCZ1hAIyvB5+Q0hUigHZGXbWx2p4RJmoPRiQO6PRGtlIfayGR5SJalMUpal1xksD8ujoKHw+n6XHdc2R5NHRUXg8Hmzbtq3s/m3btmH+/PmWnsPn8+HQQw/FSy+9ZLqN3++H3++fdb8kSRgZGUE8Hm/oiHI6nUYqnUZ4QIZfkTG101JTifoCA7I9nK6PZnr9iDJRpzEgN6cTNbLR+lgNjygTmZNlGdFoFBMTE5bHR2VAVhQFk5OT1l7PjkZ3gqIoOOyww7Bhw8ypELquY8OGDTjqqKMsPUehUMAzzzyDBQsWNNUGWZYxMjJi+YhyMQAMDWFo0NPUaxL1KgZk+7ihPppp5Igyj5wQmWNAbp6ba2QlHlEmMufz+SyPj2oBuRFdVWFXr16NH/zgB7jlllvw3HPPYdWqVchmszj77LMBAGeccQYuvfTS4vbr1q3D/fffj1deeQVPPfUUPvWpT+G1117DZz/72abbYDUolweAUNOvR9SL0ukMA7LN3FAfzVgJypqmtTw5IlG3M5tQhgG5dW6ukZUqg7Ids/oS9QorXyS1GpCBLjrdGgBOPfVUjI+PY82aNdi6dSsWL16M++67rzgRw+bNm8v+cCQSCZx77rnYunUrotEoDjvsMDz66KM44IADWmqHEZTNTr2edYRMFFp6PaJekp0sYGchjXB4mAHZRm6pj2ZqnXqtqioSiUTLpyoSdTtN05DNZsv2KRiQ7eH2Glmp9NTrRCKBgYGBjrwuUTeodWmCHQEZ6LKQDAAXXnghLrzwwqo/e+ihh8r+fc011+Caa65pSzvMgjJPISUyly8IZKd0ROYMcXy0gVvqo5lqQdkIAF6vt+k/ZES9wufzIZPJwOv1lo0PBmR7uL1GVjKCwPbt23mmDVGFakEZgC0BGejCkOwmlUHZ7/djamqKAZnIhFYQCAVkXoLQx0qDsqqqyOVy8Pl8CIfDyOVyDreOyFlerxehUGjW+GBA7l+KoiAajSKbzTrdFCLXKQ3KsVgMwPRlK60GZKDLrkl2IyMoCyEwNTWFQCDAgExkwiNJCA5wErt+NzQ0hEAggKmpKQghMDIyAkmSnG4WkSsEg8FZ44MBub/5fD6eaUNkQlEUjIyMQNM0aJqGkZERW8YLq64NSr/dy+VyPCWGyIQuBDSNM3X2O+MImYFHSIhmaJrG8UFlhBDQNM3pZhC5kq7rxcu4gOkz1eyYFZ4huUWl1yAvWLDA8vJQRP1IkiQksgWOjz5Weo3lggULirNeMwgQTe/sJRKJWeOj3vJp1LuMzwRnuCaarXSSrrGxMYyNjdm2fBpDcgsqJ+lqdB1lon6jeCV4PRJi8R0cH32o2iRExvJQmUzGdPkbon6hqiq8Xu+s8cGg3J+MAJDP53m6NVGFarNY27nOOENyk8xmsWZQJjInSUA05OH46EO1ZukdGhpCKBTi6YTU9yRJQjQanTU+GJT7T2kAqPxMEPW7Wss82RWUOeKaUG+ZJwZlInOSJGFkTpTjo49YWcYmGAzC5/M50Doi91AUpeokdgzK/aUyALA2Es2wsg6yHUGZIblBVtdBLgvK8R1QOVkRURG/SOofjazz6vVyVULqb7VmeWdQ7g9WAgBRvxJCWB4frQZlhuQGWA3IhrIgkC5wVl+iEgzKva+RgExE9TEo9zYGZCJzQggkEomGxkcrQZl7LBZls9mGArJBluXpU0s907P66jrXAiUyMCj3LgZkovZgUO5NDMhEtamqinw+3/D4qAzKVmeK516LRdlstuGAbJBlGSNhD7weCWqBIZmoFINy72FAJmovBuXewoBMVJ8QAtFotKnxURqUk8mkpcdwz8WiYDDYVEA2yJKEaMiDGpcbEfUtBuXewYBM1BkMyr2BAZnIGkVRWprEzgjKVpeb5N6LRcFgsOXnkCQJiofXJRNVw6Dc/RiQiTqLQbm7MSATWWfHPoWiKIhEItZer+VXo4bwSDKROQbl7sWATOQMBuXuxIBM5AyrR6O5F0NErmIlKGua5kDLyIymaQzIRA4qDcrZbNbp5lCJav3BgEzkftyTISLXqRWUVVW1POkCdUYymWRAJnKYEZQZkt0lm82WHeFnQCbqDtybISJXqhaUjVN6vV6v082jEl6vlwGZyAWGhoZsmUOF7BMMBounwjMgE3UP7mkSkWsZQTkej2N8fBzA9KQLg4ODDreMSkUiEQZkIpdgSHaXYDAIWZaRSqWQSqUgSRIDMlEX4F4NEbmaLMsIh8PFf4fDYUicAc9V2B9EROZKv7jw+/0MyERdgCGZiFxNVVXE43H4fD74fL7iqWrkHuwPIvcQQjjdBCohhEA8HockSQgEApiamuIs5ERdgKdbE5FrVS4rBADxeJwTd7lMMplEOBzm0REih+m6zvroMslkEoqiFE+xTqfTSKVSAKavIScid+KRZCJypWrr7hrXKHPiLnfxer1c15rIYcakUPl83ummUIl8Pl92DTLXtSbqDgzJROQ61QKyQZZlRCIR5xpHs0QikZrrWhNRe5XOmsz66C6RSGTWWTYMykTux5BMRK5SKyAbOFGUu0iSZLquNRG1V+WyQj6fz+kmUQmz/mBQJnI3nrNokV0TYeh6b+zc3/bIc043gXqQlYBM7lS6XFcsFuMSJ0QdUG3d3cnJSaebRRYZ1yTzGmWizslms5a24x6oRclkErqut/QcmqZDLfRGSCayGwNy9zOCMo8oE7VftYBM3YdHlImssWO+hXQ6zZBst3w+j3g83nRQVjUdiWwBPEuUaDYG5N7BoEzUfgzIvYVBmag+TdMsB9xqjJnlS9ctr4V7ohZFIhFomtZUUFZVFbF0AV6PBMXT2tFool7DgNx7GJSJ2ocBuTcxKBPV5vP5kMlkmhofRkAOh8O9G5Kvv/567LnnnggEAliyZAmeeOKJmtvfeeedWLRoEQKBAA466CDce++9Tb2uz+fD6Ohow0FZVVXE4jvg80iIhjw8kkxUggHZXk7Vx2oYlInsx4DcGjfVyGoYlInMeb1ehEKhhsdHaUBu5Lr/rpq464477sDq1atx0003YcmSJbj22muxYsUKvPDCC5g7d+6s7R999FGcdtppuOqqq/ChD30IP/3pT3HKKafgqaeewoEHHtjw6xuLwcdiMcTj8bo79WUBYEBDvgBA6EAhC0yNA3J7Z6AMItXW53elqfHZ9+WngHymYrsdgHdnZ9rU73Rt+v0vlO/MMSDby+n6WE2jk3mJQg7Y+QagTLT82iPY0vJzdKXMq41tr07MrpuZ1wAlaVuTyKKdtXf6GJBb48YaWY3pZF66ffWRqqv8uxFAdta+dBTbMICKfcpu1ujfDKfsqo/BYBBer9fyZHfNBmQAkESD0zafeeaZ+MxnPoN/+Id/aOiF7LBkyRIcccQRuO666wBM/8HYfffd8fnPfx6XXHLJrO1PPfVUZLNZ/OY3vyne9573vAeLFy/GTTfdZOk1U6kUhoeHceONN2J4eBiAtZ37sm3mRCBPvQU1LzCV2oKVez6EOWE/ILU3FLyyvf9C8t5zw7PvFAUgFy+/zz8CSJ7ONKrfCR3IxbAjN4Q7t56KgCIDgXmIxRNNB+SJiQmsWrUKExMTCIer9LmDnKqRbqmP1VjZuc/lckhtfxGfevdbmDOoWXr9Wh5/aWvLz9GNluw7v7EH6CqQfa38vuAegMwA1mk7dvpwx4tHYnBwcNYYaSQgsz5W1+kaabU+minduff7/ZiKP4+VB2+1pT5SdZV/NzzQMEfaXnbfDjEXBfTOMmsN/81wyI6dPtz58nsQCASgKIql8Gu2jdUa2XBKm5iYwPLly/GOd7wD3/zmN/Hmm282+hRNUVUVTz75JJYvX168T5ZlLF++HI899ljVxzz22GNl2wPAihUrTLcHdu2opVJlt0rGEWWzU695hIzInKbp05cg9Oj4cKJGuqk+VlPv1Gtd15FIJGDTSntEXUtVVWhaeQjqpSPIvbwP2Wx9NFN66nUrkxUR9aJ6lya0cgTZ0PDe6d13340333wTq1atwh133IE999wTH/zgB/GLX/xiVmG3UywWQ6FQwLx588runzdvHrZurX7EYOvWrQ1tDwBXXXUVhoeHi7fdd9+96nZmQZkBmcicrgOJbKGnx4cTNdJt9bEas6BsBIB8Pg/Fw5RM/U2SJCQSiVnjoxcCMtDb+5Ct1EczRhDIZDLIF3rv7yVRK8yCsh0BGWhy4q6xsTGsXr0a//Vf/4XHH38c++67Lz796U9j4cKF+OIXv4gXX3yx6QY57dJLL8XExETx9vrrr5tuWxmUc7kcAzJRDWpeh9cjYWROtKfHR6/WyEbqYzWVQTmXyxUDQDQahSwzJFN/UxQFXq931vjohYBsYH1szNDQEEKhEDSdM78SVaoMynYFZKDFibu2bNmCBx54AA888AA8Hg9OOOEEPPPMMzjggAPw7W9/G1/84hdbalyp0dFReDwebNu2rez+bdu2Yf786ufTz58/v6HtAcDv98Pv91tulxGUx8fHrQVkzwAwvAhYcEDbJ+7669ZX2vr8brT32/aefWd+Ckg9U35f+CDAG+hMo/qdrgHJTcCkAkmSEA3KPR2QS3WqRrq1PlZjBOVYLIZYLAZgeqcZAAoDC4BFpwGR1v6wAcB/PP9Iy8/RjZYc/N7GHqBOAG/dU37fwhMBpfFrKKlFyTSklx9DNBrFxMRE2fjolYBcqtf2Ie2oj2aCwSBEYQRY9I+21EeqrvLvRgBZHOgpnwH9vwtHYgrWlhDqBg3/zXBKMg28XP1Sh8rJ7uwIyEATIVnTNPz617/Gj3/8Y9x///04+OCDcdFFF+GTn/xk8eLnu+66C+ecc46tBU5RFBx22GHYsGEDTjnlFADTpyFt2LABF154YdXHHHXUUdiwYQMuuuii4n0PPPAAjjrqKNva1TBJBjxBIDDW9pCcRaytz+9KgbHZ9+WzwM5QxXZzAG/vFDlX0zXAGwI8vTPRRS1O1MieqY+yHxjcDQjNafmp4ui/LwkBAKG9GtteTcyum6E9ACVqX5vIGnWH0y1oO+5DtkBWbKuPVF3l341BpJFF+cROCczDTvTQFxWN/s1wigP1seGQvGDBAui6jtNOOw1PPPEEFi9ePGub97///YhEIjY0r9zq1atx5pln4vDDD8eRRx6Ja6+9FtlsFmeffTYA4IwzzsDb3vY2XHXVVQCA//2//zeWLVuGq6++GieeeCJ+9rOf4S9/+Qtuvvlm29pkXIOsKArC4TDi8bil5aGI+pEQAolMAXOHdMie3pxd3Kka6cb6WE3pNcijo6NIpVKIxWJNzf5K1GuEEEgkEtB1vWx89Mrp1tyHbE42m23rNdtE3az0FGugyvJpTWo4JF9zzTVYuXIlAgHzU1UjkQhefdX+dbdOPfVUjI+PY82aNdi6dSsWL16M++67rzixwubNm8uC6dKlS/HTn/4UX/va1/B//s//wTve8Q7cfffdtq1vV22SrkbWUSbqN4pXRmaqgPiOBEZGRntyfDhVI91WH6upNgmRsY5yIpFAKBSq/yREPUxVVeTzecydO7dsfPRKUOY+ZOPS6TQymQyCQZ79RlTJ7BpkO4JywyH505/+dNMvZocLL7zQ9NSYhx56aNZ9K1euxMqVK21vh9ks1sY1ymVBmXMtEAEAZBmIBj2YULWe/SLJyRrplvpYjdksvcY1ytu3b5+1NBRRvxFCIBqNzhofvRKUuQ/ZGCMAhEIheHr07CuiZpkF5MprlDu2BBTVX+ap3jrKRP3M55MxOjKH46OP1FvGRpZlRKNRSBK/UaT+pigKfL7y+RvqrTNOvak0APAoMlG5erNY11tH2QqG5AZZXQe5LCjvSEAXXNqEyMAvkvqH1XVeJUnq6iNkRHYw26dgUO4vdi5jQ9RrrI6PVoMyQ3IDrAZkQ1kQSBUgGJSJihiUe5/VgGzgkWQicwzK/YEBmchcNpttaHy0EpQZki3SNK2hgGxQFGX61NLC9Ky+zMlEMxiUe1ejAZmI6mNQ7m0MyETm8vk8MplMw+Oj2aDMkGxRMplsOCAbFEXB6JAH+YKAWuBbTlSKQbn3MCATtQ+Dcm9iQCaqTdM0hEKhpsZHaVDOZrOWHsPEZpHX621pJl7FJyMa9PBIMlEVDMq9gwGZqP0YlHsLAzJRfT6fr6VJ7IygzJBss0gk0vJSNT6fDMXDlExUDYNy92NAJuocBuXewIBMZI3X2/DKxbMMDQ1ZDtoMyRbZNaGMLDMkE5lhUO5eDMhEnceg3N0YkIk6jyGZiLqSlaDMmeLdRQjBgEzkkMqgrGma002iEmb9wYBM5G4MyUTkOrWCsq7rSCaTzjWOZkkmkwzIRA4qDcqsj+6STCZnHeFnQCZyP4ZkInKlakHZOKU3n8873Twqkc/nGZCJHGYEZTuu2yP7eL3eslPhGZCJugMrKRG5lhGUY7EYYrEYgOlAFolEnG0YlYlEIgzIRC4gyzLro8tEIhFomoZYLAa/34+pqSkGZKIuwCPJRORqiqJgZGQEmqZB07TiKYXkHuwPIvewa6JRsockSRgZGYEQAlNTUwgEAgzIRF2AIZmIXE3XdaRSqeK/U6kUJ+5yGfYHEZG50nVZc7kcZyEn6gIMyUTkWqXLCo2NjWFsbAyapnFiGpdJJpNcrovIJUoDGTkvm80Wr0FesGABl+si6hIMyUTkStXW3TWuUebEXe6Sz+e5rjWRC6TTaYZkl8lms8VrkLmuNVH34MRdROQ61QKyQVEUTkzjMpFIBKqqIh6PY2RkBLLs/PevN55zrNNNIOooY9bkYDDodFOoRDAYLLsG2QjK8XgcsViMKwMQuZTzezJERCVqBWQDJ4pyF5/PZ7quNRG1X+myQgzJ7lKtP3hEmcj9GJI7jPPbEJmzEpDJnaqta01E7cd1d7sTgzKRMzRNs7QdQ7JFdlzjI4SAWuBbTlQNA3L3Y1Am6iwG5O7GoExknR37FKqqWp78lYnNomw2i3Q63fTjdSGQyBR4JJmoCgbk3sGgTNQZDMi9gUGZyBpVVS0fBTZ7fCwWg9drbUouhmSLgsEgUqlUU0FZ13XEUwXkCwKKhymZqBQDcu9hUCZqLwbk3sKgTFSfJElIJBJNjQ8jIPt8PsuTvzIkWxQMBhEOhxsOyrquI74jAa0gEA16IMsMyUQGBuTexaBM1B4MyL2JQZmoNkVR4PV6Gx4fpQF5ZGQEkiRZehxDcgOGhoYaCsplAWDIA5+PbzeRgQG59zEoE9mLAbm3MSgTmZMkCdFotKHxURmQG1mikqmtQVaDclkAGJkDhQGZqIgBuX80EpTz+XwHW0bkPqLGxCUMyP2BQZnInCRJlsdHKwEZYEhuSr2gzABAZE4IMX0JAsdH37ASlLPZbEsTchD1AlVVqwZlBuT+UhmUWRuJZlj5IqnVgAwwJDfNLCgzIBOZEwJIZAocH32oVlBOp9PIZDLw+XwOtpDIeUIIJBKJWeODAbn/lAaBys8EUb+rFZTtCMgAYG0ObKrK+GOVSqUATE/uxYBMZE7NC+QLAnPH5nB89CEjKMdiMcTjcYyMjCCbzSKVSiEUCsHj8TjdRCJHKYqCTCYza3wwIPcnIwhs376dp12TK6360YaaP7/xnGPb9trG+IjH44jFYhgdHQUAWwIy0EVHknfs2IHTTz8d4XAYkUgEn/nMZ5DJZGo+5n3vex8kSSq7nX/++ba2q/SI8pYtWxiQiWoQYnqWd44Pe7m1PlZTekR5y5YtxQAQDAbb/tpEbifLMqLR6KzxwYDcmm6qkZWMz4TVGXmJ+knpEeXx8XGMj4/bEpCBLjqSfPrpp2PLli144IEHoGkazj77bJx33nn46U9/WvNx5557LtatW1f89+DgoO1tM9ZQBgC/388AQGRCliTO8t4Gbq6P1SiKAr/fj6mpKQDTNZSTdhFN8/l8s8YHtabbamQlSZJ4OQqRCVmWEQ6HEYvFAADhcLjlgAx0SUh+7rnncN999+HPf/4zDj/8cADA97//fZxwwgn47ne/i4ULF5o+dnBwEPPnz7f8WrlcDrlcrvhvI/yaMa5BliSp+EctnU7zW1+iKgpCIDtZgBJ2uiW9w8310Uw6ncbU1BQCgQByuRzi8TjCYX4oiIDpSewqx4cdR0X6VadqpF31sRpN03i6NZEJVVURj8eLXyTF43FbzurtipD82GOPIRKJFIsbACxfvhyyLOPxxx/HRz7yEdPH3nbbbfjJT36C+fPn46STTsL//b//t+Y3gVdddRXWrl1rqV3VJukyJtgA4HhQPv29+zv6+kSVfB4JmSkd3nQGQ+Fhp5vTE9xaH81UTkJkTLCRSCQwMDDQ0nMTdbt8Po9sNotIJFI2PhiUm9epGmlHfaxGVVUkEgn4/X7bn5uoVe285tiKykm6AJRdo9xKUO6KkLx161bMnTu37D6v14s5c+Zg69atpo/75Cc/iT322AMLFy7EX//6V3z1q1/FCy+8gF/+8pemj7n00kuxevXq4r9TqRR23333WduZzWJdOZmX00GZyE28HgmhgIxUOg1IMseHDdxYH81Um6XXuEaZE9MQTR8xDIVCs8YHg3LzOlUjW62P1RgBwOv18lI+ogpms1hXTubV7NhxNCRfcskl+Na3vlVzm+eee67p5z/vvPOK/3/QQQdhwYIFOPbYY/Hyyy9jn332qfoYv99f99u6ess8zQrKIWeuYSFyo+CAB15piF8k1dGt9dFMrWVsFEVBNBpFNptt6rmJeoXP55t1DTKDcnVuq5Gt1MdqSgNAOBwuO5WbqN/VWuap2qzXzQRlR0PyxRdfjLPOOqvmNnvvvTfmz5+P7du3l92fz+exY8eOhq6nW7JkCQDgpZdeMt0JrMfqOshlQVnoGOLKJkRFQ0MhQJIZlGvoxvpoxso6rz6fj0dKqO95vdV3yxiUZ+ulGlmpMgBwYkOiGVbWQbYjKDsaksfGxjA2NlZ3u6OOOgrJZBJPPvkkDjvsMADA7373O+i6XixaVmzatAkAsGDBgqbaazUgG2aC8gSgFOBX+vsPGlEpXppQW7fVRzNWArKh33f6iWphUC7XKzWykpUAQNSvNE3DxMSEpfHRalDuipG3//774/jjj8e5556LJ554Ao888gguvPBCfOITnyjOSvjmm29i0aJFeOKJJwAAL7/8Mq644go8+eST+Pvf/45f//rXOOOMM/AP//APOPjggxtugxCioYBsGBoaQnhoCKlJHdnJQsOvS9TLStcZT6fTTjenK7mhPpppJCATUX2l64zH43Houu50k1zPzTWyEgMykTld15FIJBoaH6XrKMdisYbmPuma0Xfbbbdh0aJFOPbYY3HCCSfg6KOPxs0331z8uaZpeOGFF7Bz504A039IHnzwQRx33HFYtGgRLr74YnzsYx/Df/zHfzT1+slksuGAbBgaCiE8ICMzpSNf6Jq3nKgjGJRb53R9rIYBmag9GJQb58YaWYkBmag2VVXh9XobHh+VQVnTNEuP64rZrQFgzpw5NRd933PPPSGEKP579913x+9//3vbXj+fz2PhwoVNXzM3NOhBviCgqpJtbSLqFTz1ujVO18dKDMhE7cVTrxvjthpZiQGZqD5JkhCNRpsaH6WnXieTSWuPafhV+lQkEml5UpnggAc+WdTfkKgP8Yhyb2BAJuoMHlHuDQzIRNYoigJJav5goxGUzSZInLV906/UZ3w+ny3P4/XwjxiRGQbl7saATNRZDMrdjQGZyLpWArJBlmVEIhFr27b8akRENmJQ7k4MyETOqAzKpacNk/PM+oMBmcgZVsN211yTTET9o941ytlstuNtInPZbBZCCAZkIoeUXqPM+uguyWQS4XC4LAQzIBO5H0clEbmS2RHldDrNnUCXyWazDMhEDjOCcj6fd7opVCKfz5edCs+ATNQdeCSZiFyr8oiy8f/BYNCpJlEVwWCQAZnIBRRFsXy9HXVGJBKBqqqIx+MIh8OIx+MMyERdgCGZiFytMiiHw2FOTuMy/NKCyD3smmiU7OHz+RAOhzE+Ps4jyERdhCOUiIiIiIiIaBeGZCJytdJZk41rlHlNsruwP4jcQ9M0p5tAJTRNQywWK7tmnMt1EbkfQzIRuVblskLGZF4MZe6SzWa5XBeRC6iqimQy6XQzqEQymSyeYu33+7muNVGXYEgmIlcyW3d3aGiI18C6TDAY5LrWRA4zZk32ejndjJt4vd6ya5Ar17VmUCZyJ4ZkInIds4BsYEh2l2AwWHW5LiLqjNJlhTi7tbtEIpFZk3QxKBO5H0MyEblKvYBM7mS2rjURtVfluruSJDndJCph1h8MykTOEEJY2o4h2SK7JsLIF/iWE5lhQO5uDMpEnVUZkLmsUHdhUCayzmq4rUXXdcvzNrCaWpRMJqGqakvPkZ0sQNP5DS9RNQzIvYFBmagzGJB7A4MykTWqqrYUlHVdRzweRz6ft7Q9K6pFXq8XsVis6aCc3llAZkqHT279WxCiXsOA3FsYlInaiwG5tzAoE9UnhEAikWhqfBgBWdM0y/M2cApEiyKRSHGtu9HRUSiKYvmx6XQGqUkdoYAMj2DhIyrFgNybjL5MpVJl/yai1jAg9yYjKMdiMcTjcfatA24859jyO9QEsHl72V2nv30ZoEQ72CoyKIqCTCbT8PgoDcijo6OYnJy09DiOPoskScLIyAh8Pl9DR5TT6TRS6TTCAzKCA542t5KouzAg9zYeUSayFwNyb+MRZSJzsiwjGo02ND4qA3IjBzlZXRsgy3JDQbkYAIaGMDTIgExUigG5PzQSlLlDSGSOAbk/MCgTmfP5fJbHRysBGWBIbpjVoFweAEIdbiWRu6XTGQbkPmIlKGua1vLkiETdzmxCGQbk/lIZlO2Y1ZeoV1j5IqnVgAwwJDelXlDmETIic9nJwvQlCBwffaVWUFZVFYlEguu7Ut/TNA3ZbLbsPgbk/lQaBBKJBIMyUYlaQdmOgAwwJDfNLCgzIBOZyxcEMlP69CUIHB99p1pQNgKA1+tt+g8ZUa/w+XzIZDKzxgcDcn8ygkA+n+eZNkQVqgVluwIywNmtW2IE5Xg8jlgsBr/fj6mpKQZkIhNaQSAUkHkJQh8rnfVaVVXkcjn4fD6Ew2HkcjmHW0fkLK/Xi1AoNGt8MCD3L0VREI1GZ51hQETls8LHYjEA05ettBqQAR5JbpkRlIUQmJqaQiAQYEAmMuGRJM7yThgaGkIgEMDU1BSEEBgZGeGp1kS7BIPBWeODAbm/+Xw+nmlDZEJRFIyMjEDTNGiahpGREVvGC6uuDUq/3cvlcjwlhsiELgQ0jTN19jvjCJmBR0iIZmiaxvFBZYQQ0DTN6WYQuZKu60ilUsV/p1IpW2aFZ0huUek1yAsWLGh4HWWifiJJEhLZAsdHHyu9xnLBggXFa5QZBIimd/YSicSs8cF1xvuX8ZngxF1Es5Vegzw2NoaxsTHblk9jSG5B5SRdja6jTNRvFK8Er0dCLL6D46MPVZuEyJjMK5PJmC5/Q9QvVFWF1+udNT4YlPuTEQDy+TxPtyaqUG2SLjvXGe+akHzllVdi6dKlGBwcRCQSsfQYIQTWrFmDBQsWYGBgAMuXL8eLL75oS3vMZrFmUCYyJ0lANOTh+LCZ2+pjNbVm6R0aGkIoFOLphNT3JElCNBqdNT4YlJvXDfWxmtIAUPmZIOp3tWaxtisod82IU1UVK1euxKpVqyw/5tvf/jb+5V/+BTfddBMef/xxBINBrFixAlNTUy21pd4yTwzKROYkScLInCjHh43cVB/N2ldvGZtgMAifz2f7axN1E0VRqk5ix6DcPLfXx2oqAwBrI9EMK8s82RGUuyYkr127Fl/84hdx0EEHWdpeCIFrr70WX/va13DyySfj4IMPxr//+7/jrbfewt133910O6yug1wWlOM7oHKyIqIifpFkL7fUx2oaWefV6+WqhNTfas3yzqDcHDfXx2rsXOeVqNcIISyPj1aDcteE5Ea9+uqr2Lp1K5YvX168b3h4GEuWLMFjjz1m+rhcLodUKlV2M1gNyIayIJAucFZfohIMys5pR32sppGATET1MSi3X6fqYzUMyETmhBBIJBINjY9WgnLP7rFs3boVADBv3ryy++fNm1f8WTVXXXUVhoeHi7fdd98dwPQSDI0EZIMsy9OnlnqmZ/XVda4FSmRgUHaG3fWxGgZkovZgUG6vTtTHahiQiWpTVRX5fL7h8VEZlK3OFO/oXssll1wCSZJq3p5//vmOtunSSy/FxMRE8fb6668DmA7JjQZkgyzLGAl74PVIUAsMyUSlGJSr66b6WIkBmai9+j0od3N9rIYBmag+IQSi0WhT46M0KCeTSUuPcfQCsIsvvhhnnXVWzW323nvvpp57/vz5AIBt27ZhwYIFxfu3bduGxYsXmz7O7/fD7/fPuj8YDDYVkA2yJCEa8iDVf3/LiOoygnI8HkcsFuNOArqrPpZiQCbqDGOfxDitt5V9lG7TrfWxGgZkImsURWlpEjsjKG/evNnS9o6GZGPR53bYa6+9MH/+fGzYsKFY1FKpFB5//PGGZjg0BIPBltskSRIUD69LJqqGQblcN9VHAwMyUWf1a1DuxvpYDQMykXV27FMoimJ5Kbiu2YPZvHkzNm3ahM2bN6NQKGDTpk3YtGkTMplMcZtFixbhrrvuAjAdSC+66CJ84xvfwK9//Ws888wzOOOMM7Bw4UKccsopDv0W0+vEElF1PPW6OW6ojwzIRM7o91Ov63FDfayGAZnIGVaPRnfNehtr1qzBLbfcUvz3oYceCgDYuHEj3ve+9wEAXnjhBUxMTBS3+cpXvoJsNovzzjsPyWQSRx99NO677z4EAoGOtp2IrLNyRFnTNIda505O10dN05DNZhmQiRxSekS51jJS/cjp+pjNZjE8PFx2HwMykft1TUhev3491q9fX3ObytnKJEnCunXrsG7duja2jIjsVisoq6pqedKFfuF0fUwmkxgeHmZAJnKQEZRrzcDcj5yuj9lsFul0utg/DMhE3YF7M0TkStVOvTZO6fV6u+b7vb7g9XoZkIlcYGhoyJY5VMg+wWCweCo8AzJR9+CeJhG5VukR5fHxcQDTky4MDg463DIqFYlEGJCJXIIh2V2CwSBkWUYqlSqeDs+ATOR+3KshIleTZRnhcLj473A4zGvuXIb9QURkrvSLC7/fz4BM1AUYkonI1VRVRTweh8/ng8/nK56qRu7B/iByj8rra8lZQgjE43FIkoRAIICpqSnOQk7UBXi6NRG5VuWyQgAQj8c5cZfLJJNJhMNhHh0hcpiu66yPLpNMJqEoSvEU63Q63XfrWhN1Ix5JJiJXqrburnGNMifuchev18t1rYkcZkwKlc/nnW4Klcjn82XXIHNda6LuwJBMRK5TLSAbZFlGJBJxrnE0SyQSKZuFnIg6q3TWZNZHd4lEIrPOsmFQJnI/hmQicpVaAdnAiaLcRZKkWct1EVFnVC4r5PP5nG4SlTDrDwZlIndjSLbIrokwdJ0790RmrARkcqdq61oTUXtx3d3uxqBM1HnZbNbSdrywzyJjYppWdto1TYda2BWSdc4G2zG6BuiFKvexDzpCtxaWGJC7X+m61rFYjDvtRG3EgNwbjMm7OJkXUW12zLeQTqcZku2Wz+cRj8eb3nlXNR2JbAF+46E7/mJvA8mcrgLZ1yruLAAydyjcggG5dzAoE7UfA3JvYVAmqk/TNGSz2abrnTGzfOm65bUwJFsUCoWQy+Wwfft2RKPRhq6J1NQcEhN5yBIgSwITk3zbO0oXwNRg+X2SD5B53VYnTUx6kS8IaHkBqBogTR/d1zQNiUQCXq8X4XDY0jeFXJfXXTRNm3V6dTgcRiKRKNbMetdJapqGfD6PiYmJdjaVKmkTQLpizCWSgI9r7XbaxMQE8vl83fomhEAikUA+n0c0GgWAsvHH+ugu1epjNX6/H4ODg0gmk8jn82U78qyPDmF9dI2JiQnIslz8Islq0DVks1lkMhmEQiEUCoX6DwBDsmWJRAKBQACTk5PIZDLwer2WgrKu68jn85Ag4JGBKfhx70t7wOtp7tpkIQA1LyCEgOKVYeWAWzOPqSdfENAKAj6PZPl3aeYxteg6oOZ1SJIExSuhdncc0MRj6mN/zKj33uYLAsmd0/fLmW27HrNrfEgSvF4vtm7daum1du7c2XJ7yT7j4+NVT18SQiCfz+Ott96C1+uteYaArusQQuDee+9FoVCYHh+KYstZBUbw8Pl8lpcPa+Yxtei6DlVVp8eHolj++9HoY2oRQkBV1Srvradiy/stPKZ57I9ple+tscaxJEmm77MxpoQQxaXXKrE+uotZfTSTz+cRi8WwY8eO4me9tD5W+/z3w/iwUnvaU69ExXt7v4XHsD+afYyZfD6PdDoNXddnjQ8rj9V1vRiyrdZIhmSLjJ14SZKgqio0Tavb4YVCAZqmQZIA3653WgjA75Ph8zb/YQ0oAolMAZmpAqJBD3w+8zYIMb1tviDqbtuo7GQBmSkdoYCM4EDlTtbsbbMWt22ETwMS2QIKuoRoyFOzCGiajtRUAV6PhGhQtm2GZPbHjFr9oeUFZFkq7gDOjA8JPp+voeLJ2a3dpdZOfWXN9HjMP2+FQgFTU1PQdd3S0edGlH6LXO8b6Gw2i2w2a2nbRvh8PiQSCRQKhbpnJGmahlQqBa/X2/DZS7UEAgEkEglkMpm673HlEUv2R3v7Y2hoCLIsm44nXdehaVpxh9NsLLE+ukut+liNoihQVbV4tMs4tVQIAb/fP2sc9sv4YL3q7/7QNA2yLMPj8SCfz88aH2aMseTxeIrbWn0/GJItMoqc8QfM2Onz+/1Vi5/xLZIsy7u2kaDrOvSCDl9oPhSltQ/L3CEd8R0JTKgaRofmVP2Q6Pr0NrqsYe5Y9W1aoYQBbzqDVDoNrzSEoaFQ1e3S6Qx2FtKIzDHfpuk2APANqYjFdyCl+TAyJ1q1P1RVxUR2B/yD5tu0gv2xqw2o0R+qBimzDbIsF3f2ZsZHY/3BnUB3qbUTaNTNXC5X/FKk2re/QojpGqnrmDt3rv3jQ1Hg9XqLOw5m1/yl02ns3LkTkUjE9usCFUUpzv6dSqVMr79XVRUTExPw+/1tuUZ/7ty5iMfjmJiYML2e1bjmlf3Ruf5Ip9MQQsDj8cx6DaNmAtOn5dY6gsL66C6NhmRgOozkcrmyI5K6rsPn85WNxX4aH6xX7A9jLFWOD7/fX3X7XC6HQqEAr9dbto3VGsnZcZrg9XqhKAqEEMjlctB1vezn+Xy+eIrDTACQpm+SBEgyIHlauskeH0ZGRuHzKYjFE1C1QtnPdSEhviMJTctjdHQMin+g5desdhsKDyMcHkYqnUE6s3PWz9OZnUilMwiHhzEUHm5LGxT/AEZHx6BpecR3JKELqeznqlZALJ6Az6dgZGQUssdnexvYH1b6Y7rcFAqFKuODepnxZYjxBWPldee6riOXy0EIgWg02rZJiOott2JM6hEOh9s2cY6iKBgdHYWmacWdiFKdmMSu3nJdnZoUiv0xzegPr9dbdoTEUDo+jJ116n3GlyHGPmWlfhsfrFfsj1Kl4yOXy836uRGiKwNyI7h32iSzoFw9ILeH2Qe107NemhWOThQMg1nh6OSsyeyPGWb9UXqNDANyfzELyqUBwOv12nqKXDVuHh+sV/3dH5FIpOb4YEDuP0YQKBQKZV8u9uP4YL2axv6YYRaU7QjIAE+3bonxx0pVVeRyOfh8vo4HgMrlVkZGRpBKpTq+LETl8gXG/3eiYBiMwhGLxRCPxxEOhxGPxzu6rBD7Y0ZlfwwMDBQn6WJA7k9GUM7lcsU/qqXXWHbqNFE3jg/WK/aHcb2dMdkNUD4+GJD7k9/vL16Oks1mkcvl+nZ8sF5NY3/MMEJw6ZdIdgRkgCG5ZcYfrVwuh1wu50gAMD6osVisONPl2NhYx9dNrCwcnSwYBqNwjI+PO7buLvtjRml/TE1NFWdZZEDuX0ZQnpqaKn7za9TMylPH2slt44P1iv0BlH+RVDo+GJD7mzGZVyaTgSzLfT0+WK+msT9mVAZlOwIywNOtiYiIiIiIiIoYkltkXINsfPsLoOpkXu1kXAOQz+eLpzhUu5i+3Uqvyag1uUE7GddkGN+w5fP5qpMbtBP7Y0Zpf0SjUdPJ7qh/GNdYAjNHkEuXO+kUt40P1iv2B2A+Pionu6P+oqoqdF1HKBTq+/HBejWN/TGj9BrkWpN5NYohuQWVk3TVm/W6HSovkjemfDebda5dKictqDcLYDtUTlrg9/trzgLYDuyPGZX9YVxTx6Dcv6pNQlQ6mVenPhNuHB+sV+wPXddRKBRMxweDcn8ylrGRZRnBYLCvxwfr1TT2x4zKSbrqzXrdCIbkJpnNYt3JoGw2i1y96dntZjarXycLh9msfvWmy7cT+2OGWX/IstzxL5LIHcxm6S2d9dpY87Cd3Dw+WK/6uz+SyWTN8cGg3H+MAODxeMquS+/H8cF6NY39McNsFmu7gjJDchPqLfPUiaBcb5r1Tn1Q601734nCUW/a+04UDvbHjHr94fF4GJT7TL1lbEqDQCKR6OvxwXo1o9/6w9jZ83g8ZT9nUO5PpQGg2kRI/TY+WK/YH6XqLfNkR1BmSG6Q1XWQ2xmUra5D1u4PqtV14dpZOKyuC9fOwsH+mGG1P5y4NIGcYXWdV0mSikdL+n18sF7N6Kf+iEajpm1gUO4vVtd57afxwXrF/jBYHR+tBmWG5AZYDciGyiAghGi5DY0u1N2uD2qjC6e3o3A0unB6OwoH+2NGo/3BoNz7rAZkgyzLiEQiHB9gvSrVL/3h8/lqbs+g3B+sBgBDv4wP1iv2B4Bi7bM6PloJygzJFum63lBANtgZBBr9gBrs/qA2WjAMdhaORguGwc7Cwf6Y0Wx/MCj3rkYDsoHjYwbr1Qz2xzQG5d7WaEA2cHxMY72a0Yv9kc/nUSgUGh4fzQZlhmSLNE1rOCAbSoNAoVBo6oPa7AfUYNcHtdmCYbCjcDRbMAx2FA72x4xW+4NBufc0G5ANHB8zWK9msD+mMSj3pmYDsoHjYxrr1Yxe6o9sNgtd1+HxeJoaH6VB2eoEoV0Tkq+88kosXboUg4ODiEQilh5z1llnQZKkstvxxx/fdBuaCciG0iCQTCYb+qC2+gE1tPpBbbVgGFopHK0WDEMrhYP9McOu/mBQbo0b6qOh1YBs4PiYwXo1g/0xjUHZOjfVRzOtBmQDx8c01qsZvdIfmUymuEJKs4ygbPU96JqQrKoqVq5ciVWrVjX0uOOPPx5btmwp3m6//famXl9RlKY/oAZjUppGFvy26wNqaPaDalfBMDRTOOwqGIZmCgf7Y4bd/cGg3Dyn66PBroBs4PiYwXo1g/0xjUHZGrfURzN2BWQDx8c01qsZvdAfoVCo5X0KoLEDnq2/WoesXbsWALB+/fqGHuf3+zF//vyWX1+SpJafA5j+kESjUUxMTCAej9f88Nv9AS1tw8jICOLxOGKxWN3ntrtgGIznSqVSZf+uxu6CYTAKRywWY3+4oD+MAqiqKnK5XEtnb/QTp+sjYH9ANnB8zGC9msH+mGYE5Vwu1/Y1SbuVG+qjGbsDsoHjYxrr1Yxu7w+/3198/1pVb5JEQ9eE5GY99NBDmDt3LqLRKD7wgQ/gG9/4BkZGRky3z+VyZRd1T0xMAAAmJydbbosxu/Xk5CQURUEymUQ2m0UkEpkVwo3TsvP5PCKRCCYnJ21pQymfz4dsNovNmzcXZ5StlM1mkc1mEQwGoet68f2wkyRJ2Lp1K9LpNILB4Kyfa5qGZDIJr9eLwcHBtqw/x/6Y0a7+0DSt+J7V+9JJ13VomoadO3dCUZRZ2+/cuRMAbJkxvp/ZVR937txZvN/n8zV1FoDRl6lUqupnv9fHRyNYr2b0Un80UiMrCSGgqiomJyeLR5RZH1tjV33MZrNVt9c0DbquQ5ZlCCFqXidZrz6a6aXx0QrWqxnd2h+pVKrp+ljJeJ66NVJ0mR//+MdieHjY0ra33367+NWvfiX++te/irvuukvsv//+4ogjjhD5fN70MZdffrkAwBtvvHXB7fXXX7epsvQG1kfeeOPNuLE+lmN95I033kpv9WqkJIRzXzVecskl+Na3vlVzm+eeew6LFi0q/nv9+vW46KKLkEwmG369V155Bfvssw8efPBBHHvssVW3qfwmUNd17NixAyMjI7adcm2HVCqF3XffHa+//jrC4bDTzekKfM8a59b3TAiBdDqNhQsX9uzp2KyPzXPr59bN+J41zq3vGevjNNbH6tz6uXUzvmfNcev7ZrVGOnq69cUXX4yzzjqr5jZ77723ba+39957Y3R0FC+99JJpkfP7/bOuC7E6G6ITwuGwqz543YDvWePc+J4NDw873YS2Yn1snRs/t27H96xxbnzPWB9ZH+tx4+fW7fieNceN75uVGuloSB4bG8PY2FjHXu+NN95APB7HggULOvaaRETNYH0kIqqO9ZGI2q1rzsPZvHkzNm3ahM2bN6NQKGDTpk3YtGkTMplMcZtFixbhrrvuAgBkMhl8+ctfxp/+9Cf8/e9/x4YNG3DyySdj3333xYoVK5z6NYiIbMf6SERUHesjETWja2a3XrNmDW655Zbivw899FAAwMaNG/G+970PAPDCCy8UZ6PzeDz461//iltuuQXJZBILFy7EcccdhyuuuMLWafad4vf7cfnll/fE79IpfM8ax/esO7A+luPntnF8zxrH96w7sD6W4+e2cXzPmtPt75ujE3cRERERERERuUnXnG5NRERERERE1G4MyURERERERES7MCQTERERERER7cKQTERERERERLQLQ3IPuPLKK7F06VIMDg66euF6p11//fXYc889EQgEsGTJEjzxxBNON8m1Hn74YZx00klYuHAhJEnC3Xff7XSTiJrC+mgN62NjWCOpV7BG1sf62JheqY8MyT1AVVWsXLkSq1atcroprnXHHXdg9erVuPzyy/HUU0/hkEMOwYoVK7B9+3anm+ZK2WwWhxxyCK6//nqnm0LUEtbH+lgfG8caSb2CNbI21sfG9Up95BJQPWT9+vW46KKLkEwmnW6K6yxZsgRHHHEErrvuOgCAruvYfffd8fnPfx6XXHKJw61zN0mScNddd+GUU05xuilETWN9NMf62BrWSOoFrJHVsT62ppvrI48kU89TVRVPPvkkli9fXrxPlmUsX74cjz32mIMtIyJyFusjEVF1rI/9jSGZel4sFkOhUMC8efPK7p83bx62bt3qUKuIiJzH+khEVB3rY39jSHapSy65BJIk1bw9//zzTjeTiKjjWB+JiMyxRhK1zut0A6i6iy++GGeddVbNbfbee+/ONKbLjY6OwuPxYNu2bWX3b9u2DfPnz3eoVUTULNZH+7A+EvUe1kh7sD72N4ZklxobG8PY2JjTzegJiqLgsMMOw4YNG4oTB+i6jg0bNuDCCy90tnFE1DDWR/uwPhL1HtZIe7A+9jeG5B6wefNm7NixA5s3b0ahUMCmTZsAAPvuuy9CoZCzjXOJ1atX48wzz8Thhx+OI488Etdeey2y2SzOPvtsp5vmSplMBi+99FLx36+++io2bdqEOXPm4O1vf7uDLSNqDOtjfayPjWONpF7BGlkb62PjeqY+Cup6Z555pgAw67Zx40anm+Yq3//+98Xb3/52oSiKOPLII8Wf/vQnp5vkWhs3bqz6mTrzzDOdbhpRQ1gfrWF9bAxrJPUK1sj6WB8b0yv1keskExEREREREe3C2a2JiIiIiIiIdmFIJiIiIiIiItqFIZmIiIiIiIhoF4ZkIiIiIiIiol0YkomIiIiIiIh2YUgmIiIiIiIi2oUhmYiIiIiIiGgXhmQiIiIiIiKiXRiSiYiIiIiIiHZhSCYiIiIiIiLahSGZiIiIiIiIaBeGZOpp4+PjmD9/Pr75zW8W73v00UehKAo2bNjgYMuIiJzHGklEVB3rY3+ThBDC6UYQtdO9996LU045BY8++ij2228/LF68GCeffDK+973vOd00IiLHsUYSEVXH+ti/GJKpL1xwwQV48MEHcfjhh+OZZ57Bn//8Z/j9fqebRUTkCqyRRETVsT72J4Zk6guTk5M48MAD8frrr+PJJ5/EQQcd5HSTiIhcgzWSiKg61sf+xGuSqS+8/PLLeOutt6DrOv7+97873RwiIldhjSQiqo71sT/xSDL1PFVVceSRR2Lx4sXYb7/9cO211+KZZ57B3LlznW4aEZHjWCOJiKpjfexfDMnU87785S/jF7/4Bf7rv/4LoVAIy5Ytw/DwMH7zm9843TQiIsexRhIRVcf62L94ujX1tIceegjXXnstbr31VoTDYciyjFtvvRV/+MMfcOONNzrdPCIiR7FGEhFVx/rY33gkmYiIiIiIiGgXHkkmIiIiIiIi2oUhmYiIiIiIiGgXhmQiIiIiIiKiXRiSiYiIiIiIiHZhSCYiIiIiIiLahSGZiIiIiIiIaBeGZCIiIiIiIqJdGJKJiIiIiIiIdmFIJiIiIiIiItqFIZmIiIiIiIhoF4ZkIiIiIiIiol3+P4VHb8wEjniaAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1200x300 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1400x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "objs = [None] * 3\n",
    "\n",
    "# first object: a box with a hole\n",
    "objs[0] = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/box_with_hole.stl\",\n",
    "    origin=(0.1, -0.2, 0),\n",
    ")\n",
    "\n",
    "# second object: a box with an indent\n",
    "objs[1] = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/box_with_indent.stl\",\n",
    "    origin=(0, 0, -0.7),\n",
    ")\n",
    "\n",
    "# third object: two disjoint boxes in the same STL file\n",
    "objs[2] = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/two_boxes.stl\",\n",
    "    origin=(0.9, -0.5, 1),\n",
    ")\n",
    "\n",
    "# update the simulation with these new structures; for simplicity we assume they're all made of the same material\n",
    "structures = [td.Structure(geometry=i, medium=medium) for i in objs]\n",
    "sim = sim.copy(update={\"structures\": structures})\n",
    "\n",
    "# we've placed the objects at three different elevations along z; let's plot and make sure they are set up correctly\n",
    "_, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(12, 3))\n",
    "sim.plot(z=0, ax=ax1)  # STL with two boxes\n",
    "sim.plot(z=-0.7, ax=ax2)  # STL with a box with a hole\n",
    "sim.plot(z=1, ax=ax3)  # STL with a box with an indent\n",
    "\n",
    "# let's also make sure that the permittivity profile makes sense\n",
    "_, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(14, 3))\n",
    "sim.plot_eps(z=0, ax=ax1)  # STL with two boxes\n",
    "sim.plot_eps(z=-0.7, ax=ax2)  # STL with a box with a hole\n",
    "sim.plot_eps(z=1, ax=ax3)  # STL with a box with an indent\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The plots and permittivity profiles all match what we expect based on the STL geometries."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "## More complicated shapes and mesh considerations\n",
    "Finally, let's consider the case of a sphere intersected by a cone. When different shapes touch or overlap, we have to be more careful. For example, consider the two images below:\n",
    "\n",
    "<img src=\"img/icecream_unionized.png\" width=263> <img src=\"img/icecream_nonunionized.png\" width=260> <img src=\"img/icecream_nonunionized_wire.png\" width=260>\n",
    "\n",
    "In the first image, the sphere and cone were unionized in the CAD software _before_ exporting to STL. Therefore, the two shapes are stitched together so that there is no overlap, and the meshes of the sphere and the cone line up perfectly; i.e., it is one unionized object.\n",
    "\n",
    "In the second case, the sphere and cone were _not_ unionized, so the meshes for the sphere and the cone are essentially superimposed on one another and intersect each other; this is more clearly seen in the third figure, which is a wireframe of the second one.\n",
    "\n",
    "**For best results, we strongly recommend that all solids in a given STL are unionized prior to export, as in the first image above. All objects must be water-tight for the STL handling to work correctly, and non-unionized intersecting meshes may break the water-tightness of the surface mesh.**\n",
    "\n",
    "When water-tightness is maintained, our solver _can_ handle non-unionized geometries such as the second and third images, but some features may not work as expected: in particular, plotting of the geometry and the [client-side mode solver](https://docs.flexcompute.com/projects/tidy3d/en/latest/_autosummary/tidy3d.plugins.ModeSolver.html) may not work correctly.\n",
    "\n",
    "In this example, we'll demonstrate the handling of unionized and non-unionized geometries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:30:15.014368Z",
     "iopub.status.busy": "2023-03-27T23:30:15.014226Z",
     "iopub.status.idle": "2023-03-27T23:30:15.447730Z",
     "shell.execute_reply": "2023-03-27T23:30:15.447234Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 900x300 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# import the unionized sphere-cone STL\n",
    "obj_union = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/icecream_unionized.stl\",\n",
    "    origin=(0, 0, 0.4),\n",
    ")\n",
    "\n",
    "# import the non-unionized sphere-cone STL\n",
    "obj_nounion = td.TriangleMesh.from_stl(\n",
    "    filename=\"./misc/icecream_nonunionized.stl\",\n",
    "    origin=(0, 0, 0.4),\n",
    ")\n",
    "\n",
    "# make two simulation objects, one with the unionized shape and one with the non-union one\n",
    "sim_union = sim.copy(\n",
    "    update={\"structures\": [td.Structure(geometry=obj_union, medium=medium)]}\n",
    ")\n",
    "sim_nounion = sim.copy(\n",
    "    update={\"structures\": [td.Structure(geometry=obj_nounion, medium=medium)]}\n",
    ")\n",
    "\n",
    "# plot both simulations\n",
    "_, (ax1, ax2) = plt.subplots(1, 2, figsize=(9, 3))\n",
    "sim_union.plot_eps(y=0, ax=ax1)\n",
    "sim_nounion.plot_eps(y=0, ax=ax2)\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Run Simulations\n",
    "We'll run both simulations to make sure the results match."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:30:15.449625Z",
     "iopub.status.busy": "2023-03-27T23:30:15.449479Z",
     "iopub.status.idle": "2023-03-27T23:31:15.640607Z",
     "shell.execute_reply": "2023-03-27T23:31:15.639293Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:35] </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'stl_icecream_union'</span> with task_id                       <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#139\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">139</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-797ff15c-becd-4bff-a07f-583d7f6af7b7v1'</span>.                       <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:35]\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'stl_icecream_union'\u001b[0m with task_id                       \u001b]8;id=190226;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=888479;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#139\u001b\\\u001b[2m139\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-797ff15c-becd-4bff-a07f-583d7f6af7b7v1'\u001b[0m.                       \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "88373f45cab146ad8eedb72e59c8ddc9",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "03feb22f2b2c4e75853b1948fa498614",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:37] </span>status = queued                                                      <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#269\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">269</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:37]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                      \u001b]8;id=368435;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=675098;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#269\u001b\\\u001b[2m269\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:44] </span>status = preprocess                                                  <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#263\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">263</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:44]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                  \u001b]8;id=87788;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=429471;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#263\u001b\\\u001b[2m263\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:01:47] </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.118</span>. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get  <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#286\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">286</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>the billed FlexCredit cost after a simulation run.                   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:01:47]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.118\u001b[0m. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get  \u001b]8;id=223721;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=338320;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#286\u001b\\\u001b[2m286\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mthe billed FlexCredit cost after a simulation run.                   \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>starting up solver                                                   <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#290\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">290</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                   \u001b]8;id=690926;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=415;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#290\u001b\\\u001b[2m290\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>running solver                                                       <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#300\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">300</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                       \u001b]8;id=923692;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=42689;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#300\u001b\\\u001b[2m300\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e87f33a56a0f439480eb6f72d5b6cc58",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:02:02] </span>early shutoff detected, exiting.                                     <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#313\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">313</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:02:02]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                                     \u001b]8;id=224402;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=506819;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#313\u001b\\\u001b[2m313\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>status = postprocess                                                 <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#330\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">330</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                                 \u001b]8;id=500681;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=511764;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#330\u001b\\\u001b[2m330\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:02:08] </span>status = success                                                     <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#337\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">337</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:02:08]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                     \u001b]8;id=358849;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=489402;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#337\u001b\\\u001b[2m337\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "85fbd17483ec46d8ad81bd6f925a3ae9",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:02:14] </span>loading SimulationData from data/stl_icecream_union.hdf5             <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#509\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">509</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:02:14]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/stl_icecream_union.hdf5             \u001b]8;id=915341;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=415911;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#509\u001b\\\u001b[2m509\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:02:14] </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'stl_icecream_nounion'</span> with task_id                     <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#139\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">139</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-4c178ee2-a491-44f2-9b2b-05f8b0cba90av1'</span>.                       <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:02:14]\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'stl_icecream_nounion'\u001b[0m with task_id                     \u001b]8;id=364442;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=107937;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#139\u001b\\\u001b[2m139\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-4c178ee2-a491-44f2-9b2b-05f8b0cba90av1'\u001b[0m.                       \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4d537a3391bb45dc9a14176c1665b290",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e56bd0cf5959453a925bfceeed2f19e3",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:02:18] </span>status = queued                                                      <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#269\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">269</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:02:18]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                      \u001b]8;id=633126;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=473436;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#269\u001b\\\u001b[2m269\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:02:29] </span>status = preprocess                                                  <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#263\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">263</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:02:29]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                  \u001b]8;id=741147;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=598997;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#263\u001b\\\u001b[2m263\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:02:32] </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.118</span>. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get  <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#286\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">286</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>the billed FlexCredit cost after a simulation run.                   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:02:32]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.118\u001b[0m. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get  \u001b]8;id=731783;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=252137;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#286\u001b\\\u001b[2m286\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mthe billed FlexCredit cost after a simulation run.                   \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>starting up solver                                                   <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#290\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">290</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                   \u001b]8;id=512605;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=632995;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#290\u001b\\\u001b[2m290\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>running solver                                                       <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#300\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">300</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                       \u001b]8;id=611425;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=915320;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#300\u001b\\\u001b[2m300\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1179679987014facbbbee32a47727a03",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:02:49] </span>early shutoff detected, exiting.                                     <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#313\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">313</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:02:49]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                                     \u001b]8;id=195574;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=249327;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#313\u001b\\\u001b[2m313\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">           </span>status = postprocess                                                 <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#330\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">330</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                                 \u001b]8;id=211444;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=455793;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#330\u001b\\\u001b[2m330\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:02:56] </span>status = success                                                     <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#337\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">337</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:02:56]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                     \u001b]8;id=535290;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=778351;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#337\u001b\\\u001b[2m337\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2cb4a73b34f54d48ba9e0a0fe29462be",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">[15:03:01] </span>loading SimulationData from data/stl_icecream_nounion.hdf5           <a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">webapi.py</span></a><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">:</span><a href=\"file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#509\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">509</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[15:03:01]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/stl_icecream_nounion.hdf5           \u001b]8;id=817414;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=290564;file:///home/weiliang/Documents/tidy3d-core/tidy3d_frontend/tidy3d/web/webapi.py#509\u001b\\\u001b[2m509\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data_union = web.run(\n",
    "    sim_union, task_name=\"stl_icecream_union\", path=\"data/stl_icecream_union.hdf5\", verbose=True,\n",
    ")\n",
    "sim_data_nounion = web.run(\n",
    "    sim_nounion, task_name=\"stl_icecream_nounion\", path=\"data/stl_icecream_nounion.hdf5\", verbose=True,\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize and compare\n",
    "We can take a look at the permittivity monitors again to make sure the permittivity profiles are properly interpreted and averaged by the solver."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:31:16.684652Z",
     "iopub.status.busy": "2023-03-27T23:31:16.684407Z",
     "iopub.status.idle": "2023-03-27T23:31:17.093571Z",
     "shell.execute_reply": "2023-03-27T23:31:17.093066Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 800x300 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(8, 3))\n",
    "sim_data_union[\"xz_eps\"].eps_xx.real.plot(x=\"x\", y=\"z\", ax=ax1, cmap=\"binary\")\n",
    "sim_data_nounion[\"xz_eps\"].eps_xx.real.plot(x=\"x\", y=\"z\", ax=ax2, cmap=\"binary\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The permittivity profiles look correct, and as expected, we can see the effect of subpixel averaging at the edges of the shape.\n",
    "\n",
    "Let's plot the frequency-domain fields for both simulations and make sure they match."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-27T23:31:17.095582Z",
     "iopub.status.busy": "2023-03-27T23:31:17.095436Z",
     "iopub.status.idle": "2023-03-27T23:31:19.053309Z",
     "shell.execute_reply": "2023-03-27T23:31:19.052765Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1200x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1200x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(12, 3))\n",
    "sim_data_union.plot_field(field_monitor_name=\"xz\", field_name=\"Ex\", val=\"real\", ax=ax1)\n",
    "sim_data_union.plot_field(field_monitor_name=\"yz\", field_name=\"Ex\", val=\"real\", ax=ax2)\n",
    "sim_data_union.plot_field(field_monitor_name=\"xy\", field_name=\"Ex\", val=\"real\", ax=ax3)\n",
    "plt.show()\n",
    "\n",
    "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(12, 3))\n",
    "sim_data_nounion.plot_field(\n",
    "    field_monitor_name=\"xz\", field_name=\"Ex\", val=\"real\", ax=ax1\n",
    ")\n",
    "sim_data_nounion.plot_field(\n",
    "    field_monitor_name=\"yz\", field_name=\"Ex\", val=\"real\", ax=ax2\n",
    ")\n",
    "sim_data_nounion.plot_field(\n",
    "    field_monitor_name=\"xy\", field_name=\"Ex\", val=\"real\", ax=ax3\n",
    ")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The fields match extremely well for both meshes. Although the solver works correctly for both the unionized and non-unionized case, **the safest approach is to ensure all touching objects are unionized prior to exporting the STL.**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.0"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "02581d0a16cf49ba87f4d2cf892b4b5a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "0f03c93a17c94d758e2a7bf8a6a5faf5": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "10aecfa726144c069a479d5de1cbcbad": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_64b3687cde324115ba89321cf9a6d1d3",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000\">🏃 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Starting 'stl_icecream_union'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🏃 \u001b[0m \u001b[1;32mStarting 'stl_icecream_union'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "14ac7e1fb43043cc84dc4eb7430a968b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "170cee2d007e451094f963e5e83cd42f": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_7388103dc7114cef910db7e1feb1303b",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.hdf5</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">327.7/327.7 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">378.2 kB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.hdf5\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m327.7/327.7 kB\u001b[0m • \u001b[31m378.2 kB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "1b8bfef79949486aac7920ead6a059d5": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_8502a2ab3ca243749c10e690544a17a0",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.hdf5</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">46.6/46.6 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.hdf5\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m46.6/46.6 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "1c6502fa6adc4a029f1585afb457e700": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_712c44dfdce74c338673ac30b3ce868d",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">% done (field decay = 0.00e+00) <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "% done (field decay = 0.00e+00) \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "1d6856a0e18b4e16bec36bbdf1fc8882": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_14ac7e1fb43043cc84dc4eb7430a968b",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">% done (field decay = 0.00e+00) <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "% done (field decay = 0.00e+00) \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "1e38253358cf48a4848ec0f1d024a181": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "28c1bbfc71f7421094bedf822f2f4678": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_29addb98af7a41a194547538983d339c",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.json</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">4.2/4.2 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.json\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m4.2/4.2 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "29069cfccc564e52b80d76e69243dd2f": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_610d673787f1481c99a5d67a92779547",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">monitor_data.hdf5</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">991.6/991.6 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">11.8 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34mmonitor_data.hdf5\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m991.6/991.6 kB\u001b[0m • \u001b[31m11.8 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "29addb98af7a41a194547538983d339c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "2e398864b8e7469789a93ff0c09dea93": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_979b3fe0fab04d1692e782786ebea1c9",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.hdf5</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">307.3/307.3 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">422.3 kB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.hdf5\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m307.3/307.3 kB\u001b[0m • \u001b[31m422.3 kB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "35247677748c446ba4e3843f83df6ed8": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_b44b2c5282444ede9ae0348d02eb8e47",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">monitor_data.hdf5</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">1.4/1.4 MB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">18.5 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34mmonitor_data.hdf5\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m1.4/1.4 MB\u001b[0m • \u001b[31m18.5 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "4d5db47590ac4613859521b30cbe5be9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_627a4e13bb8842c1b125dffd6478630d",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000\">🏃 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Starting 'stl_box_ref'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🏃 \u001b[0m \u001b[1;32mStarting 'stl_box_ref'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "59bf0cc201a142d585354cc934b9e790": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "59e64a5f938c44c1868982800b8bb6c5": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_0f03c93a17c94d758e2a7bf8a6a5faf5",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.json</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">4.2/4.2 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.json\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m4.2/4.2 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "5be92d44f9ab4698b1b2599696a54b88": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_6cfbf74b26814726b5354d01bbd1d46b",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">monitor_data.hdf5</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">1.4/1.4 MB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">19.0 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34mmonitor_data.hdf5\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m1.4/1.4 MB\u001b[0m • \u001b[31m19.0 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "60d082ffd9a84364b3a8458bd90d5d70": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_6d99bb7e57e64a8dbd9a1c104579e094",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">monitor_data.hdf5</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">1.0/1.0 MB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">12.7 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34mmonitor_data.hdf5\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m1.0/1.0 MB\u001b[0m • \u001b[31m12.7 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "610d673787f1481c99a5d67a92779547": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "627a4e13bb8842c1b125dffd6478630d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "64b3687cde324115ba89321cf9a6d1d3": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "6757d6a70d1243bead08e5b4e2db60ff": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_869761dac61e4ad5a02f692caa58ef96",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.json</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">4.2/4.2 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.json\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m4.2/4.2 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "6cd2b5c969b6482cba4b2ce14ba8a05d": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_1e38253358cf48a4848ec0f1d024a181",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">% done (field decay = 0.00e+00) <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "% done (field decay = 0.00e+00) \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "6cfbf74b26814726b5354d01bbd1d46b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "6d99bb7e57e64a8dbd9a1c104579e094": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "712c44dfdce74c338673ac30b3ce868d": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "7388103dc7114cef910db7e1feb1303b": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "73da255124724974905db0c1856d0e87": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_b338cc75ed484d988957b0f1a5907ae8",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000\">🏃 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Starting 'stl_box'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🏃 \u001b[0m \u001b[1;32mStarting 'stl_box'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "7bab058d2e384289949fd6dc2d9cea46": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_8a76749b796e48bf9b6ab0ccc5fba8c7",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000\">🏃 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Finishing 'stl_box_ref'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🏃 \u001b[0m \u001b[1;32mFinishing 'stl_box_ref'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "8502a2ab3ca243749c10e690544a17a0": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "869761dac61e4ad5a02f692caa58ef96": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "8a76749b796e48bf9b6ab0ccc5fba8c7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "8d64d81b64f54544ad20615fb13baf0e": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_a5dd70677a8240989330125b1e0b27c1",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000\">🚶 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Starting 'stl_icecream_nounion'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🚶 \u001b[0m \u001b[1;32mStarting 'stl_icecream_nounion'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "922ff11585644da8b2090bfa81a22e3c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "979b3fe0fab04d1692e782786ebea1c9": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "9f8e792f733949b7bd3464ebddf1d6c1": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_922ff11585644da8b2090bfa81a22e3c",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000\">🏃 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Finishing 'stl_box'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🏃 \u001b[0m \u001b[1;32mFinishing 'stl_box'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "a5dd70677a8240989330125b1e0b27c1": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "ad5cda2aa2594541a671be0a11874209": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_b737462be3674bcfa46b452fcd137ef7",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000\">🏃 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Finishing 'stl_icecream_union'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🏃 \u001b[0m \u001b[1;32mFinishing 'stl_icecream_union'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "b338cc75ed484d988957b0f1a5907ae8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "b44b2c5282444ede9ae0348d02eb8e47": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "b581adf8bc8d41e3a072cc46025edbef": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_caa941cdc3ee4247b326d69e144f73bf",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">% done (field decay = 0.00e+00) <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "% done (field decay = 0.00e+00) \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "b737462be3674bcfa46b452fcd137ef7": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "c1f4cc62da4140ebaeced0f2455e356b": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_02581d0a16cf49ba87f4d2cf892b4b5a",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.json</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">4.2/4.2 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.json\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m4.2/4.2 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     },
     "caa941cdc3ee4247b326d69e144f73bf": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "1.2.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "1.2.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "1.2.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "overflow_x": null,
       "overflow_y": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "cc3b8fcf35dc4070a2db431e0539273f": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_59bf0cc201a142d585354cc934b9e790",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000\">🏃 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Finishing 'stl_icecream_nounion'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🏃 \u001b[0m \u001b[1;32mFinishing 'stl_icecream_nounion'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ]
      }
     }
    },
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}