{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c0a346d3",
   "metadata": {},
   "source": [
    "# All-dielectric metasurface absorber"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "00c36541",
   "metadata": {},
   "source": [
    "Metamaterials and metasurfaces can achieve functionalities that are not available to naturally occurring materials such as negative refractive index. Originally, metamaterials often utilize metallic structures. These metallic structures, such as split ring resonators, exhibit strong resonances at specific frequencies, which can be effectively tuned by adjusting the geometric parameters. However, metals exhibit large loss at optical frequencies. This can greatly impair the performance of the metamaterials. As a consequence, metamaterials fully based on dielectric materials have attracted a lot of interest recently.\n",
    "\n",
    "Electromagnetic absorber is one of the most popular categories of metasurfaces. Metasurfaces with high absorption can be used as radiation power detectors since they convert electromagnetic radiation into thermal energy at high efficiency. This model demonstrates how to simulate an all-dielectric metasurface absorber at the THz regime. The design consists of a cylindrical silicon resonator on a thin PDMS substrate. The design parameters are adapted from [Kebin Fan, Jonathan Y. Suen, Xinyu Liu, and Willie J. Padilla, \"All-dielectric metasurface absorbers for uncooled terahertz imaging,\" Optica 4, 601-604 (2017)](https://opg.optica.org/optica/fulltext.cfm?uri=optica-4-6-601&id=367183).\n",
    "\n",
    "<img src=\"img/metasurface.png\">"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5df86207",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:22.646092Z",
     "iopub.status.busy": "2023-03-28T00:44:22.645893Z",
     "iopub.status.idle": "2023-03-28T00:44:23.831781Z",
     "shell.execute_reply": "2023-03-28T00:44:23.831154Z"
    }
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import tidy3d as td\n",
    "import tidy3d.web as web\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b48c84ea",
   "metadata": {},
   "source": [
    "## Simulation Setup "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "86e636d5",
   "metadata": {},
   "source": [
    "The absorption peak of the metasurface is designed to be around 0.6 THz. Therefore, we aim to simulate a frequency range from 0.4 THz to 0.8 THz. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "cb81350f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:23.834325Z",
     "iopub.status.busy": "2023-03-28T00:44:23.834012Z",
     "iopub.status.idle": "2023-03-28T00:44:23.852105Z",
     "shell.execute_reply": "2023-03-28T00:44:23.851536Z"
    }
   },
   "outputs": [],
   "source": [
    "THz = 1e12  # convertion factor from Hz to THz\n",
    "freqs = np.linspace(0.4 * THz, 0.8 * THz, 100)  # freqeucny range of the simulation\n",
    "freq0 = 0.6 * THz  # central frequency\n",
    "freqw = 0.4 * THz  # width of the frequency range\n",
    "lda0 = td.C_0 / freq0  # central wavelength\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c889b550",
   "metadata": {},
   "source": [
    "Two materials are involved in this model. The dielectric cylinder is made of silicon, which is described by a Drude model with $\\varepsilon_{\\inf}$=11.7 and plasma frequency $\\omega_P$=0.69 THz and damping rate $\\gamma$=0.83 THz. We can use the built-in [Drude](../_autosummary/tidy3d.Drude.html?highlight=drude) feature to describe the response of silicon. The thin substrate is made of PDMS, which has a relative permittivity of 1.72 and a loss tangent of 0.15 at the relevant frequency range. The relative permittivity and loss tangent will be converted to the complex refractive index then PDMS can be described by using the `from_nk` method of [Medium](../_autosummary/tidy3d.Medium.html)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "3e20c93d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:23.854190Z",
     "iopub.status.busy": "2023-03-28T00:44:23.854025Z",
     "iopub.status.idle": "2023-03-28T00:44:23.873167Z",
     "shell.execute_reply": "2023-03-28T00:44:23.871687Z"
    }
   },
   "outputs": [],
   "source": [
    "w_p = 0.69 * THz  # plasma frequency of Si\n",
    "gamma = 0.83 * THz  # damping rate of Si\n",
    "Si = td.Drude(\n",
    "    eps_inf=11.7, coeffs=[(w_p, gamma)]\n",
    ")  # using drude model to describe the response of silicon\n",
    "\n",
    "loss_tan = 0.15  # loss tangent of PDMS\n",
    "eps_pdms = 1.72 + 1j * 1.72 * loss_tan  # complex permittivity of PDMS\n",
    "n_pdms = np.sqrt(eps_pdms)  # refractive index of PDMS\n",
    "PDMS = td.Medium.from_nk(\n",
    "    n=np.real(n_pdms), k=np.imag(n_pdms), freq=freq0\n",
    ")  # define PDMS with the complex refractive index\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "545d6733",
   "metadata": {},
   "source": [
    "The unit cell of the metasurface consists of a cylindrical silicon resonator on a thin PDMS substrate. The periodicity is 330 $\\mu m$. The cylinder radius and height are 106 $\\mu m$ and 85 $\\mu m$, respectively. The substrate is only 8 $\\mu m$ thick."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "de4682a1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:23.878967Z",
     "iopub.status.busy": "2023-03-28T00:44:23.878579Z",
     "iopub.status.idle": "2023-03-28T00:44:23.904942Z",
     "shell.execute_reply": "2023-03-28T00:44:23.904341Z"
    }
   },
   "outputs": [],
   "source": [
    "p = 330  # unit cell size\n",
    "h = 85  # height of the cylinder\n",
    "r = 106  # radius of the cylinder\n",
    "t = 8  # thickness of the substrate\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3a6bf2a",
   "metadata": {},
   "source": [
    "Define the simulation domain and the unit cell structure."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5bb77a73",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:23.907077Z",
     "iopub.status.busy": "2023-03-28T00:44:23.906929Z",
     "iopub.status.idle": "2023-03-28T00:44:23.924696Z",
     "shell.execute_reply": "2023-03-28T00:44:23.924181Z"
    }
   },
   "outputs": [],
   "source": [
    "# simulation domain size\n",
    "# simulation size is the periodicity of the unit cell in x and y directions\n",
    "# in z direction, the size is set to 2 central wavelength\n",
    "Lx, Ly, Lz = p, p, 2 * lda0\n",
    "sim_size = [Lx, Ly, Lz]\n",
    "\n",
    "# construct the pdms substrate\n",
    "substrate = td.Structure(\n",
    "    geometry=td.Box(center=[0, 0, -t / 2], size=[td.inf, td.inf, t]), medium=PDMS\n",
    ")\n",
    "\n",
    "# construct the silicon resonator\n",
    "cylinder = td.Structure(\n",
    "    geometry=td.Cylinder(center=[0, 0, h / 2], radius=r, length=h, axis=2), medium=Si\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dc5d660c",
   "metadata": {},
   "source": [
    "The metasurface is excited by a plane wave at normal incidence. To measure the transmission, reflection, and absorption, we set up two flux monitors, one on the incident side and one on the transmission side. An additional field monitor is added so that we can visualize the resonance mode profile at the absorption peak."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d3748957",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:23.926849Z",
     "iopub.status.busy": "2023-03-28T00:44:23.926711Z",
     "iopub.status.idle": "2023-03-28T00:44:23.949510Z",
     "shell.execute_reply": "2023-03-28T00:44:23.948907Z"
    }
   },
   "outputs": [],
   "source": [
    "# add a plane wave source\n",
    "plane_wave = td.PlaneWave(\n",
    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=0.5 * freqw),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    center=(0, 0, 0.3 * lda0),\n",
    "    direction=\"-\",\n",
    "    pol_angle=0,\n",
    ")\n",
    "\n",
    "# add a flux monitor to detect transmission\n",
    "monitor_t = td.FluxMonitor(\n",
    "    center=[0, 0, -0.4 * Lz], size=[td.inf, td.inf, 0], freqs=freqs, name=\"T\"\n",
    ")\n",
    "\n",
    "# add a flux monitor to detect reflection\n",
    "monitor_r = td.FluxMonitor(\n",
    "    center=[0, 0, 0.4 * Lz], size=[td.inf, td.inf, 0], freqs=freqs, name=\"R\"\n",
    ")\n",
    "\n",
    "# add a field monitor to see the field profile at the absorption peak frequency\n",
    "monitor_field = td.FieldMonitor(\n",
    "    center=[0, 0, 0], size=[td.inf, 0, lda0], freqs=[freq0], name=\"field\"\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1bb21be",
   "metadata": {},
   "source": [
    "Set up the Simulation object. The minimal mesh size per wavelength is set to 40 to ensure it resolves the structure well."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "203327e8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:23.951610Z",
     "iopub.status.busy": "2023-03-28T00:44:23.951471Z",
     "iopub.status.idle": "2023-03-28T00:44:23.973524Z",
     "shell.execute_reply": "2023-03-28T00:44:23.973060Z"
    }
   },
   "outputs": [],
   "source": [
    "run_time = 3e-10  # simulation run time\n",
    "\n",
    "# set up simulation\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=40, wavelength=lda0),\n",
    "    structures=[substrate, cylinder],\n",
    "    sources=[plane_wave],\n",
    "    monitors=[monitor_t, monitor_r, monitor_field],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=td.BoundarySpec(\n",
    "        x=td.Boundary.periodic(), y=td.Boundary.periodic(), z=td.Boundary.pml()\n",
    "    ),\n",
    "    symmetry=(-1, 1, 0),\n",
    ")  # symmetry can be used to greatly reduce the computational cost\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b4d6cdf5",
   "metadata": {},
   "source": [
    "Before submitting the simulation job to the server, it is always a good practice to verify if the settings are correct. For example, we can check if the frequency spectrum of the source covers the frequency range of interest. To do so, we can simply plot it. Here, we need to make sure the time domain sampling is sufficiently fine so we use 2000 points."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "3e68f721",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:23.975595Z",
     "iopub.status.busy": "2023-03-28T00:44:23.975452Z",
     "iopub.status.idle": "2023-03-28T00:44:24.310701Z",
     "shell.execute_reply": "2023-03-28T00:44:24.310251Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim.sources[0].source_time.plot_spectrum(\n",
    "    times=np.linspace(0, sim.run_time, 2000), val=\"abs\"\n",
    ")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "092086a6",
   "metadata": {},
   "source": [
    "Lastly, to ensure the geometry and mesh are set up appropriately, we visualize them before running the simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a235db44",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:24.313122Z",
     "iopub.status.busy": "2023-03-28T00:44:24.312937Z",
     "iopub.status.idle": "2023-03-28T00:44:24.731113Z",
     "shell.execute_reply": "2023-03-28T00:44:24.730518Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
    "ax1 = sim.plot(y=0, ax=ax1)\n",
    "ax1 = sim.plot_grid(y=0, ax=ax1)\n",
    "\n",
    "ax2 = sim.plot(z=h, ax=ax2)\n",
    "ax2 = sim.plot_grid(z=h, ax=ax2)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e231d205",
   "metadata": {},
   "source": [
    "## Running Simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1541f8ba",
   "metadata": {},
   "source": [
    "Submit the simulation to the server."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b6ee89fa",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:24.733798Z",
     "iopub.status.busy": "2023-03-28T00:44:24.733625Z",
     "iopub.status.idle": "2023-03-28T00:44:58.790849Z",
     "shell.execute_reply": "2023-03-28T00:44:58.790238Z"
    }
   },
   "outputs": [],
   "source": [
    "sim_data = web.run(\n",
    "    sim, task_name=\"all_dielectric_metasurface_absorber\", path=\"data/simulation.hdf5\"\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3c1bbf44",
   "metadata": {},
   "source": [
    "## Result Visualization "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4c247486",
   "metadata": {},
   "source": [
    "After the simulation is complete, we visualize the reflectance, transmittance, and absorptance spectra. The absorption peak is observed around 0.6 THz as expected. The maximum absorption is around 95%."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "02da97fc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:59.329903Z",
     "iopub.status.busy": "2023-03-28T00:44:59.329764Z",
     "iopub.status.idle": "2023-03-28T00:44:59.486030Z",
     "shell.execute_reply": "2023-03-28T00:44:59.485512Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R = sim_data[\"R\"].flux\n",
    "T = -sim_data[\"T\"].flux\n",
    "A = 1 - R - T\n",
    "freq_thz = np.linspace(0.4, 0.8, 100)\n",
    "plt.plot(freq_thz, R, freq_thz, T, freq_thz, A)\n",
    "plt.xlabel(\"Frequency (THz)\")\n",
    "plt.ylim(0, 1)\n",
    "plt.legend((\"R\", \"T\", \"A\"))\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6b36c3a2",
   "metadata": {},
   "source": [
    "Finally, we visualize the field intensity distribution at the resonance frequency. A strongly localized field within the silicon cylinder is observed, which indicates a high power dissipation due to the resonance mode of the cylinder."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "99c05d37",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:59.487989Z",
     "iopub.status.busy": "2023-03-28T00:44:59.487846Z",
     "iopub.status.idle": "2023-03-28T00:44:59.963075Z",
     "shell.execute_reply": "2023-03-28T00:44:59.962341Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data.plot_field(field_monitor_name=\"field\", field_name=\"E\", val=\"abs^2\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f151255c",
   "metadata": {},
   "source": [
    "## Finite Array of Unit Cells "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed0efe54",
   "metadata": {},
   "source": [
    "The periodic boundary condition indicates that the metasurface is infinitely large in the simulation. In practice, the fabricated metasurface is of course always made of only a finite number of unit cells. In addition, the spot size of the incident light is also finite. Therefore, only a certain number of unit cells are illuminated. \n",
    "\n",
    "Due to the above mentioned reasons, the transmission, reflection, or absorption spectrum might deviate from the perfectly periodic case. In this section, we model a finite array of unit cells illuminated by a focused Gaussian beam. Thanks to the highly optimized Tidy3D solver, such a large structure can be simulated with ease."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "76745db7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:44:59.966693Z",
     "iopub.status.busy": "2023-03-28T00:44:59.966478Z",
     "iopub.status.idle": "2023-03-28T00:45:00.473141Z",
     "shell.execute_reply": "2023-03-28T00:45:00.472651Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Nx = 15  # number of unit cells in the x direction\n",
    "Ny = 15  # number of unit cells in the y direction\n",
    "buffer = 0.5 * lda0  # buffer spacing in the x and y directions\n",
    "\n",
    "# simulation domain size\n",
    "Lx, Ly, Lz = Nx * p + 2 * buffer, Ny * p + 2 * buffer, 2 * lda0\n",
    "sim_size = [Lx, Ly, Lz]\n",
    "\n",
    "# systematicall construct the silicon resonators\n",
    "metasurface = [substrate]\n",
    "for i in range(Nx):\n",
    "    for j in range(Ny):\n",
    "        cylinder = td.Structure(\n",
    "            geometry=td.Cylinder(\n",
    "                center=[i * p, j * p, h / 2], radius=r, length=h, axis=2\n",
    "            ),\n",
    "            medium=Si,\n",
    "        )\n",
    "        metasurface.append(cylinder)\n",
    "\n",
    "# define a gaussian beam with a waist radius of 3 wavelengths (focused beam)\n",
    "gaussian = td.GaussianBeam(\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=0.5 * freqw),\n",
    "    center=(p * (Nx // 2), p * (Ny // 2), 0.3 * lda0),\n",
    "    direction=\"-\",\n",
    "    waist_radius=3 * lda0,\n",
    ")\n",
    "\n",
    "# define a field monitor to visualize the field distribution under gaussian beam excitation\n",
    "monitor_field = td.FieldMonitor(\n",
    "    center=[0, 0, 0], size=[td.inf, td.inf, 0], freqs=[freq0], name=\"field\"\n",
    ")\n",
    "\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    center=(p * (Nx // 2), p * (Ny // 2), 0),\n",
    "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=30, wavelength=lda0),\n",
    "    structures=metasurface,\n",
    "    sources=[gaussian],\n",
    "    monitors=[\n",
    "        monitor_t,\n",
    "        monitor_r,\n",
    "        monitor_field,\n",
    "    ],  # we will reuse the flux monitors defined earlier\n",
    "    run_time=run_time,\n",
    "    boundary_spec=td.BoundarySpec.all_sides(\n",
    "        boundary=td.PML()\n",
    "    ),  # pml is applied in all boundaries\n",
    "    symmetry=(-1, 1, 0),\n",
    ")  # the same symmetry can be used\n",
    "\n",
    "sim.plot(z=0)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "8330be21",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:45:00.475104Z",
     "iopub.status.busy": "2023-03-28T00:45:00.474961Z",
     "iopub.status.idle": "2023-03-28T00:45:49.300418Z",
     "shell.execute_reply": "2023-03-28T00:45:49.299823Z"
    }
   },
   "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\">[12:12:15] </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'all_dielectric_metasurface_absorber'</span> with task_id                            <a href=\"file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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-2f64d61b-5ddd-4765-b607-493a03286fefv1'</span>.                                             <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[12:12:15]\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'all_dielectric_metasurface_absorber'\u001b[0m with task_id                            \u001b]8;id=349069;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=208669;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#139\u001b\\\u001b[2m139\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m\u001b[32m'fdve-2f64d61b-5ddd-4765-b607-493a03286fefv1'\u001b[0m.                                             \u001b[2m             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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     "data": {
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       "model_id": "e30fc4fd51304836870dd0f36bfdf639",
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       "version_minor": 0
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      "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"
      ],
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     },
     "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"
      ],
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       "\n"
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     },
     "metadata": {},
     "output_type": "display_data"
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     "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\">[12:12:17] </span>status = queued                                                                            <a href=\"file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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[12:12:17]\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                                            \u001b]8;id=84201;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=424342;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#269\u001b\\\u001b[2m269\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
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       "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\">[12:12:19] </span>status = preprocess                                                                        <a href=\"file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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[12:12:19]\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                                        \u001b]8;id=30177;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=63445;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#263\u001b\\\u001b[2m263\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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    {
     "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"
      ],
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     },
     "metadata": {},
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    {
     "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\">[12:12:28] </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.410</span>. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the billed FlexCredit cost <a href=\"file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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>after a simulation run.                                                                    <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[12:12:28]\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.410\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 the billed FlexCredit cost \u001b]8;id=680416;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=667592;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#286\u001b\\\u001b[2m286\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0mafter a simulation run.                                                                    \u001b[2m             \u001b[0m\n"
      ]
     },
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    {
     "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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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=130669;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=52644;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#290\u001b\\\u001b[2m290\u001b[0m\u001b]8;;\u001b\\\n"
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       "<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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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=725382;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=191992;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#300\u001b\\\u001b[2m300\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
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       "<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\">[12:13:08] </span>early shutoff detected, exiting.                                                           <a href=\"file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#313\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">313</span></a>\n",
       "</pre>\n"
      ],
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       "\u001b[2;36m[12:13:08]\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected, exiting.                                                           \u001b]8;id=849245;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=452034;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#313\u001b\\\u001b[2m313\u001b[0m\u001b]8;;\u001b\\\n"
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       "</pre>\n"
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       "\n"
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       "<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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#330\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">330</span></a>\n",
       "</pre>\n"
      ],
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                                                       \u001b]8;id=56652;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=887592;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#330\u001b\\\u001b[2m330\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
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       "<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\">[12:13:15] </span>status = success                                                                           <a href=\"file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#337\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">337</span></a>\n",
       "</pre>\n"
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       "\u001b[2;36m[12:13:15]\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                                           \u001b]8;id=543297;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=799237;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#337\u001b\\\u001b[2m337\u001b[0m\u001b]8;;\u001b\\\n"
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       "</pre>\n"
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       "\n"
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       "<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\">[12:13:17] </span>loading SimulationData from data/simulation.hdf5                                           <a href=\"file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\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://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#512\" target=\"_blank\"><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">512</span></a>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m[12:13:17]\u001b[0m\u001b[2;36m \u001b[0mloading SimulationData from data/simulation.hdf5                                           \u001b]8;id=799457;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=689366;file://C:\\Users\\xinzhong\\Desktop\\tidy3d\\tidy3d\\web\\webapi.py#512\u001b\\\u001b[2m512\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
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   ],
   "source": [
    "sim_data = web.run(\n",
    "    sim,\n",
    "    task_name=\"all_dielectric_metasurface_absorber\",\n",
    "    path=\"data/simulation.hdf5\",\n",
    "    verbose=True,\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8ebd0265",
   "metadata": {},
   "source": [
    "After the simulation is complete, we visualize the reflectance, transmittance, and absorptance spectra in the same way. The spectra are similar to that obtained from the unit cell simulation with only minor differences. This result also verifies the validity of the unit cell simulation with the periodic condition."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "a33fe037",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:45:50.141470Z",
     "iopub.status.busy": "2023-03-28T00:45:50.141334Z",
     "iopub.status.idle": "2023-03-28T00:45:50.303793Z",
     "shell.execute_reply": "2023-03-28T00:45:50.303203Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R = sim_data[\"R\"].flux\n",
    "T = -sim_data[\"T\"].flux\n",
    "A = 1 - R - T\n",
    "freq_thz = np.linspace(0.4, 0.8, 100)\n",
    "plt.plot(freq_thz, R, freq_thz, T, freq_thz, A)\n",
    "plt.xlabel(\"Frequency (THz)\")\n",
    "plt.ylim(0, 1)\n",
    "plt.legend((\"R\", \"T\", \"A\"))\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1add5e4e",
   "metadata": {},
   "source": [
    "The field intensity distribution reveals that only a small number of unit cells are excited by the gaussian beam."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "82f9b57e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-03-28T00:45:50.305995Z",
     "iopub.status.busy": "2023-03-28T00:45:50.305798Z",
     "iopub.status.idle": "2023-03-28T00:45:53.382994Z",
     "shell.execute_reply": "2023-03-28T00:45:53.382373Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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3N4VY8PDwOEY4iisDPTzWxP79++Wb3/xmmUqlZCAQkNu2bZPvfve7ZalUklLWQhy0CoMgpRXSYOfOndLn88nh4WF52WWXyeXlZef3vXv3yre+9a1y+/btMhgMyv7+fvn7v//78j//8z+dNHfccYf8kz/5Ezk6Oir9fr8cHR2Vb3zjG+UTTzzRMe+9Hlcul+WnP/1p+bznPU8GAgHZ19cnzzzzTPmJT3xCrqysuNJ+/etfl7/zO7/jpDv//PPl7bff7vw+MzMjd+/eLWOxmASccAeNIQ6qfPe733Xs9ff3yze96U3y4MGDrjQXX3yxjEQiTdd31VVXyV4eJ/fcc48855xzZCgUkqOjo/LDH/6w/PGPf9yUn1wuJ//H//gfMplMSqBjuIPzzz+/bbiCq666qmueumEYhvyHf/gHuXnzZun3++Xznvc8+c1vfrMpXTX8w8TEhOv7paUl+ba3vU0ODAzIcDgszz///LZ19P/8n/8jTz/9dBkIBOT4+Li84oorZLlcftrX4OHhcWTwtn3x8PDw8PDw8FgH3pwoDw8PDw8PD4914IkoDw8PDw8PD4914IkoDw8PDw8PD4914IkoDw8PDw8PD4914IkoDw8PDw8PD4914IkoDw8PDw8PD4914AXb7AHTNJmeniYWi615OwoPDw8Pj+MbKSXZbJbR0dGOG417PPfwRFQPTE9PHzObv3p4eHh4HB0OHDjA+Pj40c4Gpmny0t//HTZvGuYb3/jJ0c7OcxpPRPVALBYDQAjN80R5eHh4PMeQUiKl7vQFR5vvfe97PPXkFL9+4Anuu+8+zj777KOdpecsXsTyHshkMiQSCRTF54koDw8Pj+cYUkpMs8LKygrxePyo5qVUKrFz5xauuOLNTOw7xN13/4af/+y/vb7pKOEN7np4eHh4eBwnXPfly4nFwvzFm1/OBz94EU8+cZD/+I//ONrZes7iiSgPDw8PD4/jgOXlZf7+U9/gHz/9l6iqSiwW5qqr3sJHPvJeKpXK0c7ecxJPRHl4eHh4eBwHfOrvL+OMM07i5S9/ofPdW9/2RwB89asfPlrZek7jzYnqAW9OlIeHh8dzl2NhTtS+ffs45ZSd/PwX13H66Se4fvuP7/+Cd77z8zz11P5jZvL7cwXPE+Xh4eHh4XGM87d/+3Ze//rzmwQUwB+/+nc5acdG/vHT7z4KOXtuc1RF1NVXX40QwvXZuXOn83uxWOTd7343AwMDRKNRXve61zE7O+uyMTk5ye7duwmHwwwNDfGhD30IXdddae6++27OOOMMAoEAJ5xwAjfeeOMzcXkeHh4eHh5PmwceeIBbbvkFn/y7t7X8XQjBpz/9l1z7hZuZnp5+hnP33Oaoe6Ke97zncejQIefzi1/8wvntAx/4AD/4wQ+4+eab+elPf8r09DSvfe1rnd8Nw2D37t2Uy2V++ctf8q//+q/ceOONXHnllU6aiYkJdu/eze///u/zm9/8hve///28/e1v58c//vEzep0eHh4eHh5rRUrJBz/0Dt77V69j48ahtunOPvsUdu8+h49//B3PYO48juqcqKuvvppbbrmF3/zmN02/rayskEqluOmmm3j9618PwGOPPcbJJ5/MvffeyznnnMOPfvQjXvWqVzE9Pc3w8DAAN9xwAx/5yEeYn5/H7/fzkY98hFtvvZWHHnrIsX3RRReRTqe57bbbesqnNyfKw8PD47nL0ZwTdeutt3Lxxf+DJ578FolEtGPavXunOe3US7j//gd4/vOf/wzl8LnNUfdEPfnkk4yOjrJt2zbe9KY3MTk5CVjuy0qlwq5du5y0O3fuZNOmTdx7770A3HvvvZx66qmOgAK44IILyGQyPPzww06aehvVNFUbrSiVSmQyGdfHw8PDw8PjmUTXdT784Xdzxcff3FVAAWzbNsqlf/lqPvShtz8DufOAoyyizj77bG688UZuu+02vvKVrzAxMcFLXvISstksMzMz+P1+ksmk65jh4WFmZmYAmJmZcQmo6u/V3zqlyWQyFAqFlvm65pprSCQSzsfbN8/Dw8PD45nmn//5byiXdf7yL1/d8zEf+9ifc++9D3HHHXccwZx5VDmqe+e98pWvdP592mmncfbZZ7N582a+973vEQqFjlq+PvrRj3L55Zc7f2cyGU9IeXh4eHg8Y+RyOa6++l/44hf/Cr/f1/NxAwMJ/uajb+JDH7qMX/3qMRTlqA84Pas5pko3mUxy0kkn8dRTTzEyMkK5XCadTrvSzM7OMjIyAsDIyEjTar3q393SxOPxtkItEAgQj8ddHw8PDw8Pj2eKf/rce9m8ZYTXvu731nzse9/7OhYXM3zzmx8/AjnzqOeYElG5XI49e/awYcMGzjzzTHw+n8sl+fjjjzM5Ocm5554LwLnnnstvf/tb5ubmnDS333478XicU045xUnT6Na8/fbbHRseHh4eHh7HEjMzM3zun77LZz7zznUtZgoG/Xzyk2/l4x//Z4rF4hHIoUeVoyqiPvjBD/LTn/6Uffv28ctf/pLXvOY1qKrKG9/4RhKJBG9729u4/PLLueuuu3jggQe45JJLOPfccznnnHMAePnLX84pp5zCX/zFX/Df//3f/PjHP+aKK67g3e9+N4FAAIB3vvOd7N27lw9/+MM89thjXH/99Xzve9/jAx/4wNG8dA8PDw8Pj5ZcddWl7Np1Fr/7u6eu28b/eNMuBgbiXPvF9x3GnHk0clRDHFx00UX87Gc/Y3FxkVQqxXnnncff//3fs337dsAKtvnXf/3XfPvb36ZUKnHBBRdw/fXXO0N1APv37+eyyy7j7rvvJhKJcPHFF/OP//iPaFptutfdd9/NBz7wAR555BHGx8f5+Mc/zlve8pae8+mFOPDw8PB47vJMhjiYmJjg5JN38OBv/pmTTnp6c3HvuOMB/uxPr+LgwRmi0e6r+zzWjrd3Xg94IsrDw8PjucszKaLuuece3vjG1zKx77tP25ZhGAT8u5iammJ0dPQw5M6jkaO6Os/Dw8PDw8OjBaZ5bNjw6MgxNbHcw8PDw8PDw+N4wfNEeXh4eHh4HFNIzxN1nOCJKA8PDw8Pj2MJiSeijhM8EeXh4eHh4XGscTjWfHnrxo443pwoDw8PDw8PD4914HmiPDw8PDw8jjW84bzjAk9EeXh4eHh4HGt4Iuq4wBNRHh4eHh4exxTe6rzjBW9OlIeHh4eHh4fHOvA8UR4eHh4eHscSXoiD4wZPRB2nqKqK3x8AoFQqYh6mxlJvt1wuYRjGYbGrKAp+fwAhBJVKGV3XD4tdIQSBQBAhBLpeoVKpHDa7fn8AVVXR9Qrlcvmw2AUIBoMoyuG3GwgEUFUNw9AplUqHza7f70fTfJimQbFYPOx2DcOgXC5xuLbx9Pl8aJoPKSWlUvGw2dU0DZ/Pj5SScrl0XLS5QCB42O3Wt7kj0ZYVRaFSKR+2tnzc4omo4wJPRB1nJJNJUqkhwuGw6/tsNsvs7Cz5fG5ddmOxOENDQ007fefzeebmZslkMuuyGw5HGB4ebtq0s1AoMD8/x/Ly8rrsBoMhRkaGiccTrk2hS6US8/NzLC4urstuIBBgeHiYRCKJotRGu8vlMgsLCywszK+rU/b7/AwND9PX1+eyW6lUWFxcZGF+HsNceyenqRpDw8P09/ejqqrzvWEYLC0tMTc7i26srZMTCBRFYTCVYmBgAJ/P5/xmmibLy8vMzc5SqVSQrK0sFKEwMDjI4OAgfr/fZXdlJc3s7Byl0vqE2sDAAKnUEIFAwPlOSkkms8LszByF4uq67Pb19ZFKDREKhVzfZzIZZmdnWV3Nr8tuPB5naGiYSCTi+j6XyzE3N0c2u742F4lEGR4eJhaLub5fXV1lfn6OdDq9LruhUJiRkWFisbirzRWLRebn51haWlqX3WAw6LS5xra8uLjA/Pz8uuwe7wj59AXQ4bDh0RkhD9dr2rOYTCZDIpFAUXyuRv5MIoRg06ZNJJN9HdPNzc1x6ND0mmyPjY0zODjYMc3S0hIHDkyuye7w8AgjIyMd02QyK+zbt29NwmRwcJDR0bGO9yKXy7Fv38Sa3r6TySQbN25yiZxGCoUCExN71/SWHIvG2Lxli0vkNFIul9m7dy/lUqknYSIQhMJhtmzZ4hI5jei6zsTEBIXV1Z7t+gNBtm3b6hI5jRiGwf79+8llsz3b9fl8bNm6tUmM1COl5MCBA6SXl3sWaJqqsXnLlqYXgEa709NTLC4s9mxXCMGWLVuIxxMd083MzDA7O9OTzSobN26iv7+/Y5qFhQWmpg6uye6GDaMMDQ11TJNOLzM5ObmmNpdKDTE6OtoxTTabZd++iTV56Pr7+xkf39ixLa+urjIxsfewebzWg5QS06ywsrLS9EJ4uLnnnnt44xsuZN9vbnjatgzDwD/yBqamprreP4/14U0sP07oRUABDA0NMTzcWbjUMzo61lVAQe1h1yup1FBXAQUQjyfYsmVLz3b7+voYGxvvKmaj0Shbt27r2W48Fmfz5i0dBRRAKBRi27btqEp7QVRPOBxh67ZtTQKqMfd+v5/t27ej+XyIpl/dCAQ+f4Bt27Y5Akq0+IA1BLVt2zb8gVBPdjWfn+3bt+H3+1varH5UVWXr1q2EwlGE/b9OdhVVZeu2bY6Aapff6stCLB7vmt+q7S1btzYJqHqbVbtjY+P09fX1brcHAQUwMjJCKtVZuNQzPr6xq4CC2stCrwwPj3QVUADJZB+bNm3q2e7AwEBPHXAsFmPLlq09200kEmzcuKlrWw6Hw2zbtv2ovcAeHezVeU/74/lIjjSeiDoOiMfjPQmoKiMjI85ciE6EQmFSqVTPdgcGBohE2r/tV/H7/WzYsKFnu/F4gmQy2TWdqqqMjY33bDcSiTA42P36hBCMb3QLxHadPFjDD0PDw93tIhgfrwk+x5YQIARCCJdtn8/XtdwE1rHj42Ooqlo73raJUJ1/1wuesbEN9netO6Kq3Q0bRvD5fLVUjk212bYQjI+PWt91yi9WBx8MBtvkV3XlF7DKTVG6irPBwZQzHNZYvvU2q1ZGx8ZQte6zGBLJhEtAdaoPABs2bHDmNXUiGokyMDDQNV2VVCpFKBTumi4QCPb00lIlmezryaPi8/nWJORisVhP16coyppeykKhEEND3dvcswaJJYAOx8fjiOKJqOOAtbzl1o7pLh6GhnoXUGs5ZnAwtea3xl6usb9/oKVHp13HBvT0Zt6X7HMNibk7eeGIhHr7g4ODKKJ98xEIorGYy/PiiAYUBNZ/6wUEWJ42zefvKB6CgTCxWMxlU6AihIYQivVf3OIkFosRDLTujKvn0jS/7alptKvUbDv5to4KhULEogmXnSb7isLAQJ3nRQinDCzbSlN+fT4ffcn2nXH1XCm7PrruWdV2nc1qGlVVu3qjBMJVH92CslmgWT+Jnjy6qRbtp3sd7t7m1vIyVDumtzbXzTu7Hrt9fX1oPYhZt921X6OHx5HGE1HHOEKIjnM92tE4qbR1mrWP7UejvdjtnqaRcDjccc5QK7utOpzG73w+H8Fg+zk4ANFYrXydzhjF/WkQUoqiEOlyX6r3rd6mQCCELUJE1dNSEyUA0Uhnz0M06v7d8iKpiLqPJYBEy+PaCYhopL6clDq7fltE+RGKJabqHx3RaLilN6p6nkg4hqIo7nIQim2rU35DHb1cgWC4aT5YVZg5Qke47x90r5+qpjkLN1wCqk2d6NWudU1rr8O9tNP1tLloNNr1ZWc9dgOBQMd5euu1q6pqT165Zw2HZTjPm1h+pPFE1DFOp8m9T+c4RVG6ipZ2x3V7g1xvnn2+zse1tVvnLYLmTsjf5YHe7rxNc30aOpxu1+n3N3bworkzbtGJdRsWql995ggwIcD2Rln/rT+X+7h2E6v9/oC77KpDjkLYYsc6R71NAQQCrcuheh53fqkJR8d7prXMb6/1oZZnpe6/NaFXO5/7uHY0CQBX3WoeEq3+1c2upmntvToNdbgeVVW7eoOO1HOi8d71brfzcb0MfbaiXV17VuKJqOMCL8TBMc56F092O+7pLMo8UrYPl93GVObhym9DOtntASUb/5Qdh5F6zc/hLt9qvqS0ZM9aBmJlnd124szsssy6bb6kbCrzVsf1ludaHrqWb+M8Eik7esR6tnuE29x6Jl4f6235cB13XHI4whN4IQ6OOJ4n6hinXC6vK6hft6CIVsDAtQd61HW9a9iA9QRkrAYw7ETb+EFdOttucYfaBaaU9v/c39UoFjvn1/V7NX9SYnXo9qf6t6ydqVgstBUkEkmxWKj7xj5WGoCBlLr9X6PuXDW7HfPrKqeqXYmUOlIazr9r+bcoFEsdy79QcJ/XujbTtlvNr2zKb6eAoRJJqdR4PaZlWxrUl29jWXarD/WBPxuvqlOd6FbvDcNov0y/Qx0ul8tdxcN62pxpml2fAY33rle6lfF6g7YezmCvHh6HA09EHQesrKTXccxK1zTrCbp3pOxmMitdO4pGu61SN36Xz+e7xnTK1F2ThGah44idGuVymdVC+yCLEslKZqUhT1YnL6VZ+2C4bBuGQS7fOXhjJpt1vEaWSLBsSNMWO6busl31FmWyuY7iLJfL1wSyY9ewBVQZKcv23+7yWFlpHxRSIikW8lTKFVfZWjaqtu3z1OUXcMqvHZVymbxdVi7b9WVMs0hdSa90jBVlSpNM47l7qBO91PvG9tNLHV6P3V7o5bnSVA49kM1mu75oreeZViwWD2sk/mObwxXiwPNEHWk8EXUcMDc3tyY3tmEYLCx0j/I7Pz+3Ji+XlJK5udmu6ZaWFte8ZcPs7FzXNOl0uulNVDZ8mu12D4KYzWXJ5WqR3p0Oue7TaH9utns5FIsFp7Oo2az3ktQEVNX23Nxc12FCvVJhabEuOrQteKTtiZLY56gTDkuLS+iVzl4HaRrMz83XrrNqV+oNos9w8pxZWaFU7B7Ic3Zuvqkcarb1JjGZz+W7BvKUSObm5ur+pm0Z13uLehElc7O19uPc+w51olKpsLTUPUr+3NxsU1vuVIdN0+ypLS8szK8psKzVlru3uaWlpTV7rGd7aBuZTIbV1bVFkF9rQNPjGokX4uA4wRNRxwHFYpHp6ame0kop2b9/X08PVF3XmZzc33M+DhyY7OmBapom+/fv71n4TU9PUyj09kDdv39/z8Jvfn6ebDbbU9oDByZdQy2dOrZ0epnFHjpMgIMHDjpvz4696jBZg/1sNsv83FxXQSKxom+vrq627+DrhMPq6irTPUaxn5ufI5fNtbBruASJBMqlMgcOdo+oLZEsLc6zYouXbqJE13UmD0x2LQeAbCbDwvxC3blalzFY9XJyf292Vwt5pqfdZdauTlhtrrd6WS6X1xT5f3Jyf08vJFYE+X1raHNTPQ2NSSnZt29fz21uLVtPTU7u71n4LS0trXu7muMWzxN1XOCJqOOEhYUFDhyY7Pgwq27x0atwAGsYYGJib8eHWfUBvZZ97vL5HHv27OnYAUgpmZo6yPx89zfiKsVigSeffLLzfBkpmZmZ6Vl4gtW5PfXUk13ngMzPz7N/f+/CUzd09jz1lMvT1Yrl5WX2TUz01MGDdY0Te/c6wy3tOvhMZoWJiQmkaXa1bc0nkkzsm3DudaPdqoVcLsdTe57C0PWe87x///7WgqfObqFQ4KmnnqLSo/ejKihnZ5o9PPWUSiWeevKpNe2fNz8/x9TUwY5trlKpsGfPnjXtWbm8vNz1RccwDCYm9q5pmC6bzTIxMdFxexTTNDlwYJKFhYW2aRopFFbZs2dPxxcoa1udaWZmDvVst1Qq8dRTT3YVc3Nzc2vecsrD45nC2zuvB46FvfOqaJrG4GCKWCxGIBBASkmxWCSTybC4uLDuneVVVWVgYJB4PE4gEEAIQbFYJJvNsri4sO59qxRFYWBggHg8YUWsFoJSqeTYXe9O7UII+vv7SSSShEIhhBCUy2VyuRyLiwtPa+5EX18fyWSSUChs7yhfIZ/Ps7iwuO5NbMGKPN/f308oZMXE0nWdfD7P0uKi7VVae1MUWHHE+gf6CYcjqKqKYRisruZZWlxyxNtabFdXEIbDYfoHBohEImiahmEYFAqrpJfTTue+HrvBUMiOfh/B5/NhmibFYoH0cprlNeyZ12jbHwgwMDBANBrF7/cjpaRQsIZUl5aW1r2yy+fzMzAw0KLNrbC4uLjuNqdpGgMDg1Yg1GAQKSWlUslpy2sZnqvHanNWW25scwsL8+tuy0IIpy3Xt7lqW17PQpUq9W252uaqbflYmEz+jO+d96evZt9PP/O0bRmGif/kS729844gnojqgWNJRHl4HGmqYqeTmOklTbvj1iOSPDyOJs+8iPpj9t/16adtyzBMfM97pyeijiBenCgPj2cxaxU79XGs2gmeXtJ0su0JKQ+PHjgc/g3PR3LE8USUh8dxTL2gqQqTVgE91ytcegkOuh4axV2r6/Dw8PA41vFElIfHcUrz9iPH7lBz282JD6Pg8/B41iA5PCvrvNV5RxxPRHl4eADrF2Ge6PHwOAJ4Iuq4wBNRHh5HgVaCZT0r3Z6trEeYPd0y9fDw8Fgrnojy8DjC9Cp4jrRH59nqMepUvo2/PRuv3+NZyuGINu5FLD/ieCLqOMbn8wGsO9bSM21X0zSEEEfEbjW2zOGM2KGqqhXPqaJjrnM39FYdvKqqKKqCoRtNMYZ6ETrtRIOiqqiqgmGYmIYB1XAc6ymTulAeiqKgqiqmabpjF9XZ7ZTvpvzatoUQaJoP02i9qfV6y0IIgebzIU2zKSbS0xGSAoHm05BSrjvWUju8tlyzeyTa8nGJN5x3XOCJqOOMSCTK0FCKWCzuxKwyDINMZoXZ2bmuu6e3IxgMMTw8RDyeQFGsQPamaZLNZpidnet5W5ZGAoEAQ0PDJBIJVFUFrJgruVyWubl5crneo6vX4/P5GBoaJplMommaYzefz7OwML+uDVkBfJqPVGqIZF/S6YAAVvOrLC4u1EXy7v6Ar+/gFVUlNZiiv78fv79mt1Aosri0xOLigiNKeu7ohUAIweBgiv6+PoLBgPNTsVhiaXmZhYX52hYrHWw7eXXEk2CgP8XAQJJQKOikK5crLC0tMb+wgGnWNivupQyqtvv6Bqxgm+Ga3UpFZzmdZn5+zhIoPZRFo+1EIsHgYIpIOOS0DV03SKfTzM7NOXsH9lq+VfvRaJTU0BDRaNTV5lZWVpibm6NcKq1LmIVCYYaHh4jF4q42V23LxWLn6PntCASCTluub3PZbIa5ufk1RVevx+/3O23O3ZZzzM/PrWmnhHo0TXPs1re5arDN59x2L2DVf09EHRd4274cR4yOjnHCCScQjydcQT9VVaWvr58dO3YwOJhas92hoWF27NhBMtnnPMzB8kAkEklOOukkRkY2rNnuwMAAO3bspL+/33noguUpiMXibN++nfHxjWu2m0wk2bnzZAYHBx0BVbUbjUbZsmUrW7ZsWVNgVIGVpx07d5IaSrke5gDhSJiNmzaxbdt2VFXtOkRXL0pC4Sg7d+xkZGTYJaAAQqEg42OjnHjCifj8gZqXps2qNYGw0ghBwB9ix44djG4YcQkogGAwwOiGEXbs2EHAHwKhtLXtFlACny/EiSeeyPjGDS4BBeD3+xgZGWbnzh2Ew3Go5qeTXdu2pvrYvu1ENm0ccwkoAJ9PYyg1yM6dO4lFE841diqLql2hqNY937yZaCTsuu+apjI4OMDJO3eS7BvoaLOV/fHxjWzbvp1YLNbU5vr7rTbXPzBYuzc9smFklJNOOolEItnU5pLJPnbs2MHw0EjP9qoMDqbYsWMHfX3NbS4eT3DCCScwOjq2Zrt9fX3s3HkyAwMDLdpyjG3btrNp06Y1ByOOx+Ps3HkyqVRzm4tGo2zevIVt27a5ysjjyPPlL3+ZLVu2EAwGOfvss/mv//qvjulvvvlmdu7cSTAY5NRTT+X//t//6/pdSsmVV17Jhg0bCIVC7Nq1iyeffNKVZmlpiTe96U3E43GSySRve9vbXNtlXX311Qj7xbH+E4lEDt+FrwOvZh4njI2Nk0p1FkhCCMbGxhgcHOzZ7tDQMBs2dBdIw8PDaxJS/f39jI9v7PpQHRgYYOPGTT3bjcfibN6yxfVQFfannkQiydatW3vqLAWCcCTG1q1b0VTVsSewyrT+71gsytat20AobTtOl9AJRNm+bSs+n1YTBkKt+1jfhcMhtm/bhqragqcub67zOEInzvYTthIIBBxbQmjOp/pdIBBg+wlb8fvjCNxCqtGuQMGnxdm+fTPhcAhQXDbrbft8PrZt20Q4NGDbbc6zk1+hIISPLVu3EI2FnTJoZVdVVbZu20w0mqJRoLXL8+bNm0nEYx3LV1EEmzeNE48nHUHZWagqbNy4kYGB/o71QRGC8fEx+gcG2tpstL9hZJSh4aGG75vr8MiGkTUJqcHBQcbGxrq2uVQqxdjYeM92E4kEmzZt7mq3r6+fTZt6b8uRiPXCUy/KWhGLxa0291yjYYPudX/WyHe/+10uv/xyrrrqKn7961/zghe8gAsuuIC5udZ7nP7yl7/kjW98I29729t48MEHufDCC7nwwgt56KGHnDSf+cxn+NKXvsQNN9zAfffdRyQS4YILLnBt6fOmN72Jhx9+mNtvv50f/vCH/OxnP+PSSy91fv/gBz/IoUOHXJ9TTjmFP/3TP13zNR5OPBF1HBCJRNckjEZHx/D7/V3TBQLBngRUleHhYUKhcNd0Pp+v5UO6VUcBluDqZSsFVdXYaD+k6zu1akdZ38GB9fAdGBjo7iEQgk0bx1GqnUR9B49aJ0qs3yORMENDI507eECgsHF8BFVVLJuoCOFHUXwoStDeRsiPwBY8wQAjI/2IunM15hMEQmiMjfXj8/mc/ClKEEUNo6pRFDWMogSd/Pt8PkZH+0D4qBcmjk3bLsLH0HDU2juxalcNoqpRVDVWZ9s6r6qqjI5ZduuFY3N+VYaGholEwlSFmaL4UFQrz9YnWFfegvHxAftvpW1ZCBT6+gcdAVUri2r5BlGUgOv+bRwfQ1Vrb67196xenMXjCfr7++vKSHXVh3qbAhgbHcPnC9AJgeWVrAqoXurwyIYRgsFQR7sAfn+gpYepXvDVMzg4SCQS7WpXVdU1veQkk9a+k90QQqzJcxWNRtflZT+uMc3D81kjn//853nHO97BJZdcwimnnMINN9xAOBzm61//esv0X/ziF3nFK17Bhz70IU4++WT+7u/+jjPOOIPrrrsOsLxQ1157LVdccQV/8id/wmmnnca//du/MT09zS233ALAo48+ym233cbXvvY1zj77bM477zz+5//8n3znO99henoasOrAyMiI85mdneWRRx7hbW972/rK9zDhiajjgKGhoe6J6hBCkEp1P2atdq1juj/IBgYGW3uKqh0FzQ/1bvkVCPr6rPlPNVu2MKn71HdsAIOpVEevA0KQTA4QCNiiU6gIoSCUgN3JBxF2R2zZt+wMpaoemPYdfDQ2aAmHOpuqEkZTo/jUCJoaRVVCtn0FsDZr9vtitBQ7dp7D4UESiYR1zYqGqoTwaTECWoKAL0FAS+BTI7ZtK9+JRIJoOIVT+i7BY5VPKDBgi86q3TA+LUbQlyTk7yPoS+LXYmhq1LEbiYTpT45Z5e7yPgnHLvhJpfqpCagAmhrFryUI+voI+vrwaTFXfgOBAAP9446Hq5U4Q6gMDfXXBJSioSghVCWCT43YZRBBUUKW6EFB82kkk8Gme9fo3UoNDtT9bQunDnVCUQQD/X2d65pdb6iVVM1+hzqcSqVa2qxncHDQJUhcbcypO+5210v7HxgY7OopamRoaLhrmr6+vp5e9Nx21/68Oq4x5eH5gLOxdf2n1Sbt5XKZBx54gF27djnfKYrCrl27uPfee1tm895773WlB7jggguc9BMTE8zMzLjSJBIJzj77bCfNvffeSzKZ5KyzznLS7Nq1C0VRuO+++1qe92tf+xonnXQSL3nJS3opzSOGJ6KOcapzDtZKL8esZyPNeDyxJrv14smqbopLTFWJRqOoSne3fg3FFkFW5ykUzRZV1fNY5w4EAtacIHB1RLV/C2JR+01fCEvsCD+K8KOIgP2xvEeWULBsq6pCNNbXPrNCIRLRnE5VCD+qEsSnhfGrUfxaFL8aRdNCKMKPsPMuhCAYcnfq9WIHIBQ0nXIUwo+mhQhoUUJakpDWT0hLEvDFUdUgQvidsg8EKzVR4r5DIBT8wZLjBVOEldeAliCo9RHWUkR8KYJaHz41giKCjl1/sAz43PbqyqE/OYKqVstBQ1WC+NUoQa2PkNZPUEsS0BJoWsiV33DYBFqJM1tMhvqt4UxsT5/woylBq2ztj08Noyp+2+tnXXs8Hm9RDjUUNUA0WvVWWbYVxde1Tlj1vsGr5SoLQay+zdkCqlMdrtntTFObc5WX0lCPLGKxGEqHcqimaUc7WRcKhVxzFddqtx0+n68nr5xHM9dddx2JRML1ueaaa5rSLSwsYBgGw8NuITw8PMzMzExL2zMzMx3TV//bLU2jSNY0jf7+/pbnLRaLfOtb3zrqXijwVucd8/h8vp5d3vVYnUt7FEVp+aBrPFPjiHr1uE5LvFufW2n4d7Ob2e8PUCi2XwXo2BW1TtUqG9X+00AirHkAQjjzAfwBP6VSe7v+QHWSsyXyhBAoij2MB0ipY5oSIXSQAmnb7vYmXfNuWflUhIoqfKhqEAUNEx1pSEylgjQ1JLp9XBBYwbobDXdAKAQCVcGiWMNqwo9PhPArEcuusPKrihIG1U7eJBBsXSeqHX7tehSEnVefCBFU4mjShyF0UMCUZcqizq59XwStV705k+mFNbSnKFYZ+JUQGgEkEoGCLgroFB27fn+7OtyYX+xhMMu2plgiR2IghIKJjmnqQAVQavelDfX1rCpsBVrnOkH3Nlddvl9D6akOV48zzOYwEE15rhVI7RzOf602V61VQgh8fn/HFb3trqle1readeP3Bzo+I9rf284EAv51r1o87jiMq/Pe8573cNVVV7l+6lZfj2X+z//5P2SzWS6++OKjnRVPRD1X6SUGy3qjtBxr8V2q+anv4K2Ou1UX0PuDq+frbJFOYkBd7Kl6W7V/t7DfJl6VicREIuz/1p+pS+asDrUpyyYSaVmTBlJoTvlZ3zXnw/q9xbVWr0dKK6dSgrRsSCGtsugVKavuzZZ5cPJn22yXpvMperuv0q4rskV5H+6gnkeqTa2nfDyeAQ5ziINAINCTR3Nw0Bq+nZ2ddX0/OzvLyEjrRQ7V+Unt0lf/Ozs765qDOzs7y+mnn+6kaZy4rus6S0tLLc/7ta99jVe96lVN3q2jgTecd4xTLpebAjL2Qv2qh1ZIKVsGypN1n1YYhtE10GDTWLvdebo+LTqFcrl5jN5tt+i2JyVSSqTU7U/dahRZ68Zajf23tOvYtDwXplmxPzqmrFhigto52r7B2yKhVLTiEkksm4ZZQZcldKNgfcwSulnCNO382zkul8u1Tti1wsaSNcWS7pSjpGLbWaVs5imZGUpmhoqRwzBLlndLGoBJqaS3FWFIk3K5KmYsEaKbJSpmnqLMUjDTFM0MRTNLxSjYIsW0y0GHdkJImo53sVoOplmhYhQoSSu/ZTNPxcyjmyUkFefaSuXqddaLsFpJ1N83695UMMwSlWr52mVsGGVMWXHKoVgsWeXQRpiUy7V6ZuXZwJSVpjohpYGUtevu1ub0SqUhqGinOlzLXy+BJ5vO7aSvb3f2T04SSblcXpvdOhudnhPd4tWtN55dsdi5LT+rOIxzonrF7/dz5plncscdd9SyYZrccccdnHvuuS2POffcc13pAW6//XYn/datWxkZGXGlyWQy3HfffU6ac889l3Q6zQMPPOCkufPOOzFNk7PPPttle2JigrvuuuuYGMoDzxN1XJDNZkgkkms6JpPJdE2zsrKyplV/a7EbDlur+BwvR0tvTI1sNttxuEIiyaxkanOypEQKCVJ3hqMs4eHuHAuFApVysaVnQCIREjKZHAP9/XU2DUyKIKtztAy7w6x1RpWKTj6/4pyrar+WF5NsrsCwlCBMpKljKgV0XWKIMkIIpJS2OCs7HbxpmuTzFat06susOryDJJ+zxZk0Mc0KOqtIqVNRCggUJNb3hlnENGuBIPO56r8bbAvrXqzmLfGoKBqmWbIGF6WJrpQQQkFKE0NWMIySZdcuj1yuDLJFnm27mewslUoSnw+kqWNQdGwpwipj06ygm0VMs+J4R3LZkl0utCgLKBaXKRQGCIVCTllYtgwMRbXFiSU0pawJ02w273iRmu6dlBhGmUwmSzwewxJoAGVMjI51IpPNOsKrZV1DkM1kSPb1We1CSqQwQMqGOuy+3sxKpqtnK5PJEAwGbRvt25z7mJWOv4P17Fnr/KV8Pt8yAr373Bn6+vrXZLdcLq9bfHn0zuWXX87FF1/MWWedxYte9CKuvfZa8vk8l1xyCQBvfvObGRsbc+ZUve997+P888/nc5/7HLt37+Y73/kOv/rVr/jqV78KWMPG73//+/nUpz7FiSeeyNatW/n4xz/O6OgoF154IQAnn3wyr3jFK3jHO97BDTfcQKVS4T3veQ8XXXQRo6Ojrvx9/etfZ8OGDbzyla985gqlA56IOg6YnZ1bk4gyTZOFhfmu6ebn56zVWD3OuZJSNrltW7G4uMDQ0FAtqrH9fbv5EwBzPdhdXl5maHgYv99vdxLW1iaOTUfQ1Jifn+/eAa0sUygMWYElpeEMVwl7jlIrcTY/v+R4dVoOE0pJPp8mk+0jHotanaUJhshTnXclneGtmnduYWEJXc+17gBtIVUqpVleitHXn7Q9OyZSlhFmLXJ7YyefXl6hWFymSeg4dqGiZ1hcCJMaGnDsVmQZ3bRWtllJDcdrAibZTJ5cbt7loWu0K6XO0uIqwyMxy4NlljCEjinLTt2zBE/ZyW+xUCadPmSJnTZlIYXJ/PwKmzYGLaEqdXu7mwqmrNml6kHEpFwus7y02CR+3ffOZH5+0RJR1bLsUicMo3ubk0hm5+ZIJJPW/ccSUmBY8+zqyw3b0yMlc/Ot4/PUMz8/x+BgbVVsfYm1a3ezs93tLi4uMjQ03HWieD1zc93bcjqdZmSktKZ5ObOzrSc2P2s5HEOt67Dxhje8gfn5ea688kpmZmY4/fTTue2225yhs8nJSdfcvhe/+MXcdNNNXHHFFfzt3/4tJ554IrfccgvPf/7znTQf/vCHyefzXHrppaTTac477zxuu+02R/gDfOtb3+I973kPL3vZy1AUhde97nV86UtfcuXNNE1uvPFG3vKWt6x51eiRQshjbQLLMUgmkyGRSNgrfNY+yftwMDw80nZMupHJyf3O9iTdGBgY6Dlq+NTUVE/iDKzVQr0GyJubm+PQoeme0kbCEbafcEJP9yG9vMzk5GRXESUQBIJBTjzhRBRVabvqqGolm80xMbG3rdehahNA8wU46cQTrGCb0LRCyjJs2VgtFNnz1B5MaTQNXblWewmBpgU4oRpsE2gema89PEulEk89tQ9dL3V+qAoFRfGxfftWwuH6yfaNk8YtG7pu8sQTe6hUCrQUZ3X5FShs3XYCsVj96qrWeTZNkyefnKBYtKMVt/H2VUMdbN60mWTSveqtCXvYbO/EAXK5dPd7JwQbNoySSg3a33Vm3/79rKTTPc2FSqWGGR3tLT7bwYMHrS2BeiCZTLJ585ae0s7MzPQsSqLRGNu2beupzS0uLnLw4IGe7IZCYU444YSeopGvrKTZt29fT3aPBFJKTLPCysrKulY1r4V77rmHN752N/u/+6GnbcswTHy7rmRqaqrJo+NxePDmRB0nzM7OcOjQoY5pTNNck4CC2kOvk5aWUjI93buAAkt47ts30XU+1+zsbM8CCiC/mmfv3r1d52UtLS71JKDAnl9TLLJnzx57PhItP2ANVe7bN9F1qKSKXinx1J69tbkcbSIKZ3N5JvZONAkoaL1cXtdL7NkzQT6/atsxGj7S9oatsmfPfktAdS0Lq6OYmNhHJpN12ZVSd9kuFos89dTemoDqbpl9E3tYSWfqrr05z+VymT1PNQuoluUgrTuzf3I/C4vL7u8bPrpuMDEx6Qio7hmWHDo0zdzcvJ3/1h/DNNckoADm52eZnp7u2uYOHjzQs4ACy7szObm/a5s7dOjQmrw6uVyWiYm9XYfo5ufnexZQAIXCKnv27Om6ifHS0hL79+/v2a6HxzOJ54nqgWPBE1UlGAwyOJgiHo87e01VA6nNz8+te1d1v9/P4GCKRCLhLB0vl8tkMhkWFua7Ts5uh6ZppFJDJBIJx2tSqVTIZrPMz8+ve7myqqoMDAzS19fnuIR1XSeXy7Iwv0B+Nb8uu4pQrHJIJgiFrI1sDcNgNZ9nfmGJXLY2j6RTp9nU4QtBf38/fX19hMPW/m6maZLP5VlaTrOykqajN6fpBLVF5n19/fT3Je3AntWhxFWWl1dYWl50cmv9p4P9hnhUyWQ/fck40WgURbGGH1dXCywtL7O0tLQOu5btWCzJwECCaCSKqipIKSkUiqRXsiwuzve0sXEr+5FwjMFUv2VXs1z9xWKRlfQKC4sLGA3Cu9f7FwxFSA32E43FXG1uZWWFhfl5dF3vWUDVEwgEGRwcJB6PN7W5+fm5rpO+2+Hz+Zy2XN/mqm252wT4dqiq6rTl+jaXzWaYn19Y9ybliqI4bTkUsjyVhmGQy2WZn19Y94bJh5Oj4on69l8/bVuGYeJ7+dWeJ+oI4omoHjiWRFQ9tXk1xw9HKs9H0m6n/rFV59l1mxka8ttiPkwPBlpkRjpzbdrSs9hp+Ike/E0dhvM62nUmzfdor5v9ajn0cPya75/Aa3PHqd2nwzMuol6zm/03Xf60bRmGie8Vn/BE1BHEm1h+HHOsPWh64cjFu3n6dhs7T2uy9NOz0Y6WAqrnk7Q5ppuAWpNNt2xqJTXWXDgtkC3PXZendd7XXutDuwCh7Q3XjnN/fey2xWO5zT2Tdo8v5GGNE+Vx5PBElIcHrcVPTx6lHkVTz2JpzcKhVxHWINpcoQhaCahebDcIqca8t7zmXvLbwWaTudbbq7Q3vT7PYbf0axZjHh4ezwo8EeXhcaQ5hoaAuyMa/mrOu1ssrMUjdTyVw9rxhJTHYWWNgTKPmA2PjngiysPjMNAUhqAr9WkbHnQ9e6M6C562Hfoahrrafd+TWGg316mF/fULs2ardRlo8XPrsl37/fPwOMIcpThRHmvDE1Eez3mebudZ21OuRUfc05BWg2hYx5yQ7kNMHYRJC7HTrUxaCqk15LvR/uHx4nQp1zZ0vH8eHkcLzxN1XODFifJ4ViHs/x1eo6L2aaCx4+8sBATth7TcwTR7yJT9/52vdz1l0esx6/G8dcqv+7e15rtTuTaUe1359nT/Otz/p8MRqaseHh7PKJ4nyuNZQWMogl49Gy07sbohH6Eo7tVCDcNBHc8j2guC1qNKPXhO6jry1nlvNlHLYzf7dZ26UBp+kXYogrrvpWnbpnu+2+S31XL2nr1SHcu31TL57uXb1ZNYf+NaTNJfT707XudSPZdCHDzjSDxP1HHCMSOi/vEf/5GPfvSjvO997+Paa68FrEB5f/3Xf813vvMdSqUSF1xwAddff72zhw9Y+/hcdtll3HXXXUSjUS6++GKuueYa115Pd999N5dffjkPP/wwGzdu5IorruAtb3nLM3yFh4d2wTZXVlZYWJg/JoNtDg6mSCaThyXYZrXzUVWV/oEBkslkLUCfbgfoW1hgNZ930q6lQxZCYWBggL5kklAoiFAUO/BfnsWFJbK5TK3Prgqtuk7QvSVJ9RsBQqG/f4C+voQdbFNimpDL5VheTrOykrEig9s5bqmymmyqgEJfX5K+ZJxIJIKiKPYmxnmW01mWlzNAxRZBRs1Oi1V01XxaF+ijvy9FIhkgGrXsSilZzedZWlpmaTkHwtp0WEjTDlVAS7v1ZQCqHWxzgGjEh6paGwWvFlZJp7MsLi4hpYFwyqKF3Ta2w+EoqVSKSCTotP9CIU86nWVpaQlDrzTZbHnvGuwHAyFSQ4PEYlGrzUlJqVQmnU6zsLiIrldc9aET9efwB4Kk7GCbPr/Vlsvlst2WF6jYwTbXKrCOZLDNals+UsE2g8GgE+D2WAq2eVTwQhwcFxwTIur+++/n//l//h9OO+001/cf+MAHuPXWW7n55ptJJBK85z3v4bWvfS333HMPYEW13b17NyMjI/zyl7/k0KFDvPnNb8bn8/EP//APAExMTLB7927e+c538q1vfYs77riDt7/97WzYsIELLrjgGb/Wp8PQ0DAjIyNNAT8DgQBDQ0MMDg5y8OCBNW37Atb+eWNj4012LWE1yMDAAIcOTTM/3/u2LwDJRJLxjRubNor0+Xz09/fT39/P7Mwss7Mza3p7j8ZibN602YlKXUXVVJLJJMlkkoXFRaamppo6ylb2qnuwhcMxNm8es0RktUOUElVVSSTiJBJxVlZyTE5OYpq6q3Nv7oBrnXswGGfzphECwYDr7Ipi7TGYiCfIZHMcPDBHRc9T3QS5pdcDgRAqoBIMxBnfmCISCbk6cEVRiMVixOJxBgb6OXhwkWIxixBlW0jViTRXXlXARyAQZXS0n3g8UsuuHcAyEo0SiUZJDZU5eGCR/GoaRKUmepqcQrX8qkqAzZs3E4v7HZvWpQki4QiRiCWCDhyYI5dbQmCANK1717Es/IyPjzHQH2u6z6FQhFAoQio1yMGDC2QyCzWxWiek3FkWju3h4WGGhwdd5QAQCPgZHhlmMDXIwYOzpNMLLYVZQ0k49gcGhhgbHW4Kjur3+0mlUqQGB5manmZxYWFNnqr+vn7Gxseb9qPz+XwMDAzQ39/PzMxMT5sE1xOLxdi8eUtTW9Y0jb6+fvr6+pmfn2d6empNdsPhCFu2bHFeCKtYbS5JIpFkaWmp69ZUHh5Hi6MesTyXy3HGGWdw/fXX86lPfYrTTz+da6+9lpWVFVKpFDfddBOvf/3rAXjsscc4+eSTuffeeznnnHP40Y9+xKte9Sqmp6cd79QNN9zARz7yEebn5/H7/XzkIx/h1ltv5aGHHnLOedFFF5FOp7ntttt6yuOxELF8LRsQ79+/j3Q63VPaI7UBcSKeYMvWrT2lnZ+b59Ch6e7bcAhBJBxj+/Yt7vvQKvYRsJxeYXJy0rVCpdVmviAIheJs314VfLVNd6vH1DDJZktMTOyx9pOjJrbq8yJQQKgEA0m2bRuxOgkharZdQxYmSMlqoci+fXNUKlmQFfu8tYnhNW+On3Cwj01bBggEAnZZqK4ysWwbSCkplytMTiyyWlpCylJNmNhDfFW7iggR8CfZuNn2wgmBENX3LMXJq5QSKXUMw2T/xBL51QVMWW7Iszu/mhpk67ZthMNVj587z/X5NQyDA/uXWMnOARVb9LQqCxVFBNm0eROJeKBOXLXY2NjegHhy/xLpzIydV7PlvbMElGZvQJx02WuuE5aN/ftnWUnPWTbr6mErD2UqtYHRDSl3FtvU4YNTMywuzjnfd9o0OdnXx6ZNm1r+3sjMzAxzs7M9iTNvA+KjELH8wley/6vvetq2DMPE96ef9SKWH0GO+sTyd7/73ezevZtdu3a5vn/ggQeoVCqu73fu3MmmTZu49957Abj33ns59dRTXcN7F1xwAZlMhocffthJ02j7ggsucGy0oroXXf3naBIKhXsWUAAbN25qerNrhd/vZ2xsvGe7o6OjBALBruk0VWOj/TB3pvUK4f5Qc1qkhlJEotHWc3yoCShFqGzaZHvMhNWJCsWHEJr1sf9dnQTcl0zQ15eyOvL6ISvHsECgIITGpo2jqKqKQEUIDVUNoapRFDWMqoZsAa0ACrFYiA0jW61zYg9/OROPhS2gfKhKiNGxYXx+P0LRUJUIPi1GwN9PwDeA39eHT4uhKCGEohEOhxgaSqIqIevaaqXnGg7zaRGGhvsIBAIoSgBNjRL09RMJjBANjBL2DxH09aOpURTFRyDgJzWcxKdGAL9j27p21fZA+fFpEQZTccLhEIoSwKfGCfoGiAZGiQXHiAYt235f3DqvpjIyOoBPi6AqAcuuUC27jmfLElDbxl5AJGKVtaqE8fv6CPtTRAOjRAIjhPyDdn4DqKrK6HgKnxZBCD8IpUVZWAJqdPgEEomg9bcSQFWi+H19Vhn7+/FrCVQlilACCEVhw1gCvy8Bwtf23gmhkYiPkEr1AwpCKCiKz6oHahhVjdbVCQ1QGB8fQvNF7Xvvnu8k6s4RDEbZMDLo1L9WdRihOjbGRofx+4Ium63ah+bzMT4+7m5zje2urs2NjIwQCofbtrkqiqKwadOmnl8eBwYGiMViPaXdtGlTTwIKIJFI0t/f31PaZw2mPDwfjyPKUR3O+853vsOvf/1r7r///qbfZmZm8Pv9JJNJ1/fDw8PMzMw4aeoFVPX36m+d0mQyGQqFgjOfpp5rrrmGT3ziE+u+rsPN8PDQmtIrirWJ7qFD0x3TpVJDrodju8ek8/4vBMPDw0xO7m9rUyAYGBi0BQmO96UphpGQgImQ1rtwKpUin88jpPttu/64ZF8ffr/l0bE6HRUh/HZnCBITKcsgBVKagEEqlSSdXrK8Rk1DQvZcpb5xgqGg1d0pAVQliE8NoyqWEDXMCoZZQjeLmGYJKXX6+gLMzgYxKdTmBFXzKxQU4WcwuZVYzMqnqkQIaDECWoKAsASjiU7ZzFM0MpQqGUwK9PfHKGWiLGSfsLKHtDxptoBShJ+R2A6SfWWEsIRPRBskrA4QMRNoaOjo5H0r5IwFCvoiFT1Psg/InsqB9P0YZvVmVyeb+1AVjbHQ6UT7lxHCh1+LEfYNEhfDRM04fnwYmOS1PBnmyXCQsp4lEjHY3nc2Ty3di2HqQIX6eVWqohHQYvhiWcCHpoYI+foJq/2E6ScoLVFeVFdJq1Pk9QUqOgQCZbYNnc6euV+j69bQqah6FO1hR00NEY5XAFv0aRECWoKgEkPDngskC5TMLEU9g27k8PshmYyxsFDAxGhz74L09wfsaqJZglEJoiqBNnWigKrCwECS2dlVe5iUFnOkBEOpAeclQKAiFK1lHZbSQKIjsF4ypqYOWMe0aR+p1BCKotRaS327s+t9Y5sbGkqxf1/7tgyWKGp8IWv1nKi/0uHhEbLZbEe79fOqemV4eKRu4+tnOZLDM5/JixN1xDlqIurAgQO8733v4/bbb19zYzrSfPSjH+Xyy2ubP2YyGTZu7G3I60gQi63dfRyPx7uKqEQi4fzb/fCto6Ej6MWVHU/Up1EcD0790I3AtEwL66Eej8dRFQ3DqDhzQNzCSxCPR2udj/CjCD+qGkAR1jwNUxoYhopJGSgjMQkFgwQDCQrFJZy5QC78RKJ2JyFUVCVIQIsR1gbQhD15VhZrHTEmpmmi+TQG+zYyt7TH3cHbeVVUP76wDvhRhGUz4humT44QNSNoQqEiDTJKlhVxCClNSrqBokiEP22VhWkApiNKrA7dhwzlgSCq4iekDdCvbGZY9pMIaAQUQcmUpEtxZpQwi5qBaVbQDQMZWkFkfChSYkrbNj4U24tTCs0SV4JoSpCw1k+KLYyIPgYiGkEVdBPS5TCz5Qi6toppVqgYeSrheQKZKLpRsF98K4CCYntZtibOQvNNowgfAS1OTNvAsDHKoC9ISFOQQK4SZxINU5N1+V3Fp0YwjKIlip2VgQqqojEUP4lQqIQQGpoaJqQNkFBGSJj9BIU172pVFklrCyAUClJHSp1wRENZ9mPqRftu2XOObKEaCQ4SjUUdD5SmhglqcQJKzFUniuYKVKAiDZAlYrEQs7N+wF4sIdz1VwiVeCLmElCKCKKqwdZ1WEqkMEjEY0xNCagbGnQNwwlBLBZ1/S1Qbc9gdRgRkIb1giEMu80lLC+fM7zbTOOzp+VzQkpquYNIJIKmauiG3tIm9PYcacTv9xMIBCmV1jcx3sPjSHDURNQDDzzA3NwcZ5xxhvOdYRj87Gc/47rrruPHP/4x5bK1AqbeGzU7O+sMbY2MjPBf//VfLruzs7POb9X/Vr+rTxOPx1t6ocCaqF1d1XK08fv9Pbu86+kmTIUQzUN+TXNKTPvtt/aIVVUVTdMs70AbAoGA44WyhJDieI6sjtuaU9M4XdbvD1AoWCudGj1XAkGwOpQohO3d8aE1eAcApGEgpWJfh0EgEKRYbDybPdAiBH6/Yv9bszvNECElSVCGASiJAihgKGUMo4QlEszWQ5tVwYiCT7OuQVE0NDVElD76iRHz+/ApChXDRK0oVJQiJTVLxVjFpITmk3beq+UlHJsIgarpCCFQlQBBJUqfmWAo7GMwKPArUDQEmvBTLCTIKXGKShphFkGt2MNVAmRtgrCw75PQKggRse0mSMoYwyGNkRCEVUlZCoKaim6GmDcTFJQ0ulkEtWTfX2H3pFbehT1cGglEKFXLQQkTM/sY9AUZDqvEfNaIQ7qskc0myClRikoAwyyiaDqqPTwoUZy6Y5WLYteHEkKoaHZZJMx++rUwYc2qw7mKimmalESWkrIChkowGLA9PwqWa8d01beAP2iLDwWBD58SJKDECIs+AljPjKKyiomJoVYwzDKGKDsry5DNYR8EAlX11SZmi2p905rrsDSRpoG0y9Pn01CEYgvfmr16gsGgy/Nb89ZW5+GZdo4MkFa7sJ4Bfirl9qKk/jnS6OWq/WA2CalAIIC+2ukZsb4X52Aw8NwRUYdjurI3Gf+Ic9TmRL3sZS/jt7/9Lb/5zW+cz1lnncWb3vQm598+n4877rjDOebxxx9ncnKSc889F4Bzzz2X3/72t8zNzTlpbr/9duLxOKeccoqTpt5GNU3VxnOV9nMcnn6VaLRdnZNRtd/L/IrOE17tPNpzZYQtMKodi2i8BiFb2LO7ufoYP3Y+VTQUqTofFQ0hqh61ZhudqF6rQEXB6gx9ioJfAVURaKI6h0ppOqYRZyJ0HZZNgaoIfAoEFPApoCnWGRW7fFx2elmKL1Q0oaApoCngVyQBIfEJrDwLtauN6nmsYaRqfgUqqpVfAX7F+vgUUIRAaXivk9Jsed3QLCQUNKuUhcAnrLLVhECRSt38tTZ5dXl23OVTvfeN9UJpYa9Wtm4b3RZNuOpwncetloeG4fCuda/ZRstzH6WFMh494M2JOi44ap6oWCzG85//fNd3kUiEgYEB5/u3ve1tXH755fT39xOPx3nve9/LueeeyznnnAPAy1/+ck455RT+4i/+gs985jPMzMxwxRVX8O53v9vxJL3zne/kuuuu48Mf/jBvfetbufPOO/ne977Hrbfe+sxe8DqpVCrW8NcaH3bd4jqZpomu6654WvYv7j8bOtzqcd3OHa7z8lkdi0QI+21Y6kDzEEK57M5z/ZCeRFIqlewwAaZ1vNQxZMXJsiErSKkj0Z00AJVyXeysui1OLPuGdd5IGCl1a4hKFiiRd169y6yim0V0s2S9ybvsmnWr3exhPSGQ0qBULiBlCNM0MGSRosixakRRK1YnXzYlWVmkJPL2kJXlaSgWS/a/7XAEVslbq+JMg1KpiJRRTGlQknnyskim5EMTKn4VijpkygZ5UaAsC5hmxV6lV7Tn2pi27er9UDExKBWLgIkhK5TNHFlZJF3W8CkKRU2hYkK6DFm9QpmcVfaYlMpFTFlxVtjVvB7VcighANM0qMgCeSVLphIhpPmtOyVhpSTJyyIl8pjSWqVXKhUx7H/XvFBgreKz7lvYLhtDlq2yUPIEdQ1TapjAqqGzqqyim9bwIxiUStVQD+57h33vymVrnpVVRw10e+5TUclh2nW4RJ6KLGHIslXfpKRcKlt5q6/XdfXNMCqYpml5lu3VgqZpYCjNdbi+/uq6YQ/t1tpFY/solUqWB7g6H8u+x9bphb2iUtrtuXrfJZVKqaMgK5VKbRapmNR7uMAtG0vlzs+fcrlEOBzumKZ1fsprPua4xQu2eVxwTMSJascXvvAFFEXhda97nSvYZhVVVfnhD3/IZZddxrnnnkskEuHiiy/mk5/8pJNm69at3HrrrXzgAx/gi1/8IuPj43zta187bmJESSnJZrNrnkPQbWInWHO9qiteJFgPYKgN6znLquvtdl+pmM1kCYVC1jCgMOzJsKY9xAbVJefO0nOsUBfWxOR2b9mSTDZLPB5DYtodohUA0hSWSDKlgSlLtmiwO7tymdXCsnUVdbGfrGu0Ov3VPPT1SZAGhlmmpOcQQqOEda06FSp6noq+ak9cl5iGydzSfju3si6XEoHEMEvIcgwwMaVlMytmkaokK2NopkZZlCkoK+SNecpGzhYiBpoxhCkXqHby1j2xhmBMWSGojwGrGEaRor7Mgu8gpj5KNhfGp6iUTIMVciyJQxQraQzT6twj+lZmzem6Tlra+TMQZoWkfhKmuYRBiVV9kXlfEIpj5CohgoqCLiUreplFZYHVyiKGUUJKSaJyEjP6z+vmWVl2LVGqsCd9P9uGhhBqhZKeIyMOoSgKxXw/YcWHiSRnllhQDlKsLGMYRcAgqI+jGwdwxKRTFgJTGsxkniBUGiIQAF0vUhBLLGsKZVEiYNjDbiJPTi5S0K2hRykluVwBwyw13LtqTHdJrjBHPqcSjUaRskxFX6WAgq5V0PA5daKsZ9H1olXf7PrpEr6u+gZSGmQyGZKJhOWdk2VMQDeUhjpcqdVhKclkM+7629Q0JLlsrm4KglmXVNb+XQ0VYX+RzWaRXSYvZ7NZotGobam6HqH6nDBb5qlQKHR90cpmsySTfR3TNFKpVNYcnNfD40hzTImou+++2/V3MBjky1/+Ml/+8pfbHrN582b+7//9vx3tvvSlL+XBBx88HFk8KszNza1JREkpmZ+f65pubm7OtWy48SHZ6pE9N9s5TpREsri0yGBq0FotZAspax5G/QO7JqAAFubn7b+bh0GE1QORTmcYGR5G8wm7gzaRooxBdWjJ8lBYAsqyPz9vRcBuetjbQkpKg8WlgwymQgQCAUyzgI5JQepUYySZZsXu2EpOR7S4lMOUVe+Re66V9V2ZuaW9RJLjRCIKupFjVepU1FWyasiaHGwaVIwCFWMVwywiZZnFxWWWVq0o47X4SFUPl5Xt6ZVHIDZIMgnFygqmNChqORaUCKrUMESZkpmjVMlQ0fOYssjKSp5DKwdrQseJXq4AFQwTDhT+P1JLYQYGBhy7JS3DvIyjmj5MqVMSeUr6iv17mdXVVSaX7sMwi1aeXWLHEgXFygory/30DUh0I0dOmlR8BVaUGD57FV1ZFCiUlyjrVrmWSjp7Zu63xU5d0E1ASAMEVPQ8K8tlhkZ8mLJAqSIxZJmCsoyqBJBITKNM2bAEp2mW0PUyqznhrICr1jKntkkDkyILi1ki0QiYOoZYpaQbVIxVFHvukpQ6hlm2RbWBaZqklws1my3rGywsWCLKCfgpSxgY7eswMD+/XNcmW7ePufkF+gf6nTmMlkes6i2qYrra9vzcXNdhwaXFRYaGhpy5XNXUnZ4TvQTyXF5eZnh4xNkdoRfqp208+5FexPLjhGNKRHm0Jp/PsbCwwODgYPfEwKFD05TL3d3epVKRQ4cOsWHDBue7To/U2dlZVgv5rnbL5RLTU1OMb9xY5+EyXGnqz7O0tEQmk2n7QK92FIZR5sDBA2zdsoVqJ2F1NvVb3dQ6ikw2x9LiQvurcjwEOgcPzrNt2xhgYhpF29PltiltD0thtWSF0GgSUNUrE7ZXq8DMdIYt2/w4w49mESqKPVnatDtMHaRBqVwhvSTR9YJLQDllYAupipEnvZAgEtHx+QqUdMsroijWvB9rOMywPVs6um6QWYSynqW1OLOEVEXPkFuKE42WCAQM227OmvQsFJCm4ymRsoxhQHoOKnrG8ey0Eju6AbOz0wRCw4RCkorMoJtFCmLZGaY2TQOJPRwrYWm2TMXI2yKlfujX9hjZYmd+YY5geIh4LIwh8piVIhWRRdiPNolu27SE9NTBBfKFhZqIrPcaVb2T0mBlZYXlJT99/Unb82hgCgFG/d6BhlMnpqZmKBYbPJ4t6ls+n2ZuLszQ0IB1vBBIU9KuDh+amaVY7LztiURSKReZnp5mbGysJnQ6tLuFhQXy+e5tWTd0Dh48wObNW1raaWRlJd1ToF8pJQcOHOg5iGcul+s50O+zAok3nHec4Imo44SpqYMAXYXU9PTatmeZm5tFCNE1mOfc3BwzM4d6tru4tAhCMDY21iKsQI3lpWUOHjjQ9Y3YEhGQWVlh/+QkG8c3oiggGzoJsN6SVzJZ9u/fT2ME6WbDlpDK5RaYmNDZvHnMeus2WwxHCEE+X2bfvn1Is4xrwrNrKLTW0edWZ5iYKLF58wY0rVHw1SgWK0xOzlMspnHPq6m9+1eFlKRMOjdFeSLB5s3D+H1WXo3GohCCcllycHKB3Oqi4zVxXb4jzhQMs0R6dT/lfX2MbRwkFDJAFlva1XXB1IEFVrLz9vCg0SB2qiewhFSxvMK+iTJbt24nGDKQ5mrL6eKmVDgwOUd6ZYGqZ6u5LKr5NtCNLJP7dbZs2UI0qmHKSssylqZkenqZ9MocTRHQG+qHxETIIgcOTiNR6e+P2fOJmstBSsn09DxLS3O0E1CucB3S5NDMFAjBUKrfFufuAq62lpnZOeZmZxwbnZBIa4sYoTA6uqGhtNwsLCw4z5NeSKfTCLGfjRs7B91Mp5etHQJ6JJfLsm/fBJs2bW7aTqaeTCbD/v37erb7rMETUccFR33bl+OBY2HblyqRSJShoRSxWLzuLd5kZSXN7Ozcupf/hkJhhoZSxOMJJ6SCaZpksxnm5uZZXe3+1tqKQCDA8PCIFQeqOiRgz/NamJ8nl8t17SCq1K/G0nw+hoeGSSQTzuR4KSWrqwUWF5ZIr9hB+Xqp3nX3VNN8pFIp+pJJfL7aO0ahUGZhMcvy0qGWnXqr3Dp5FgqKopJKDdLXF3cNYRQKJdLpgi18a8Nhnbb3qAWztOIYDQ4O0pcMu/bmK5fKrKyUmJubs+ea2RPVZXXSt6zZA5dNK6inyvDwKLG4RigYcIRAuVxmOZ1lYT6NblSoTSSXPdkWQiM1uIFEMkI4pDpprQ1yi8zNzVOpFF02ey2L/r4R+vrDhMMBhL3CTtd1MitZZmYX0PVmr1Z7avcvFk8xOBAjGg05bc4wTDLZDDMzc5TrQwT0+jgVgnA4ytDQINFo1NXmctkss7Nzrg1919JGAoEgw8NDxBO1tmy1Oastr3dDX7/fz9DQMMlk0tWWq16i9e7s4PP5SKWG6Ovrcy10yefzLCzM97yF1ZHkGd/25dWvYP/nLnnatgzTxPe2L3vbvhxBPBHVA8eSiKqnumqmUmnt3TgW7QohehpqbEWrLSokEk3TUBQVXddxVec1dGit0FQVoagYuuHYdXdmPYqohvyqqoqiCExD2i+KwvnV+k9r4dAsSqC2QkqiCFBUBSkFhlGdD6PSSug0G68XUdjHAVRQFAVVERimxDStAJ0WVQ/KemxbcYo0TcE0dTu/7phGrYRZU3k44QBq5SyEde9MaaDrest74NhvS509l3jXQJpU2k2cXsvj1CXeNUBSqVTa1vO1Ym0HY4mSw92WrTanOKuHj3W7T5ejIqI++5anbcswTXzvuN4TUUcQbzjvOOZwPxiPR7sCgaFbU3PXZ6C9KNYNwx4jW6twbp9eIDANE2fFulBo1Zk3RqVuv8eZ6aQwJZh6dZiqKi7qy0U4c5vcJ+sUS0jBNK05S9W/LZsthl96tm3ZktKgUnEKouF63Da7l0fdUJ+ESqXcJl192Qo6C6mq5Vqaqt221G8t1NVwLZ1eaR1k9ukgbVF2JOi2+u5Ys3s8Ig/DUNzhsOHRGU9EeRwXdO1cWomhNb/Jtu5wm8zWzVNqMVGm+dgW3pL2SJdwaM5QoxcKGgVN/fY6FgYuD09LYeP2FNU8ru0fEVJWvVx10cR7sF3Lp9bC21Dv3XKXb1N5dCrXpmCgNS9fc956uId137QLwbEm1lhfm7Z68fDwOCbwRJTH8U2n4dW1eAUaD+3ZI9CbN8Pd0bcSGutdimyJhVbDzNUgi7UhvbXROcL3evLbnNf6fz+dvFp0Klf7PrXylrnoft/rA8AeVhris7U6ryekniNI1v3sctvx6suRxhNRHs849QLlaXUKR2h+2tqGVLrkv8kz006YNMbR6kbzliBN27tg1gmpFrg29a2ithU5zmG2Pct2C9HT0m7nvFpfmnV5bV0ezRtTd2Ot5Vod5uuOW9T0KqZ7Mbx+8e+YOFJCz+OZw1udd1zgiSgPD2At8546ewR674R7oWmlm4u6obEWoqQai6q1YbP23xbzsjp5oaxNdtvYbrK7Hlp7o5rDJ9Sfo/O8rlbDg1Wr7Tic85OeSerz7XmvjmM8EXVccNQ2IPbweO7QOIepl7Ru0eDa360+9Xq8cR2Hs56m7R7O01WgtTLVqiyOAdYltJ7BFb7HUll5eDwb8TxRHkeVdQ07rKUT6mlopHU4gtrPDZ1+i9VizRbdMYyaqQ8VUEWlXTBOd16s0AVCCASKa8hOYjrfWfmwYjFZmwFX40U1eLjqPDpCCBSh0rRdiAsFIeyVhvYmt5bRNnGi7GtThNokkuqHGhWhWn8L0x4mhGaPVJ2nryG2lZvG4+r2bRSKHbS0IRyGcHtwaueoP32zMFzrar+e6DI/qu1hx6n3zKMFnifquMATUccZmqYxMDBIPB4nEAggpaRYLLKyssLS0qIdx2ftqKpKf/8AiUTC2ci0VCqRyWRYXFzAaApb3Znqw1xRFPr6+0gkkgSDQStOVKlsBdtcXESvW4reMagi1HVyAiEEfX1JEvEEoXAIRVEol8vkc6ssLC5TLhVwolK3E1JC4BJQwuqMk8kEiUSUSDhixazRDVZXyywtpsmv5kBYQTGtjhhadpxOB++zxYNKPB4jkQwTDodRFIFhWAEF08t5VgsFpFnBlFWx4xZq9aJMCM22qaEqfiKRELFEkFg0hqIKTBNy2Ry5bJlcNo8uS0jTsNbPyRYiQlQDbPoRQkVRfGhqiIH4BrRwnkg0iqYpGIZBPp8jvZyhWBDoRgHMCtLeasbaadpsyi/4UBXNzrdGPNpPsi+JP2Ti01RM0yS/mieXKbGykrX3pNPtsrBM1PIr6oSCu3zDoTj9AwmCIQ2/37JbKBRYWVkhs1LCMMr23oGGrXfq6nR93WrIe8AfZGCwj0gkQMDvQ0pJoVhgJZ1hOZ3BNHUE1cCg9mHtxE9dnVNVjYGBfrstWwFYS8USK5kMS0tLVptzQoh17gzrxZOiqvT39RNPxJ02VyqVyGayLC4uOGEE1uqlEkLQ399PIpG0Nhi3Y75ls5bd9cZ/A+jr66Ovr49gMOTEicrlciwuLlAsri+A8PGN9ETUcYIXbLMHjpVgm/39/YyNjTtRiBvRdZ39+/eTy2XXZDcRT7Bx06a2Wy8YhsHUwYMsp5d7sld9oEeiUTZt2uQE73SnAdOUTE1Ps7S06HQSjQ92t4CyOrhgKMrmzaN1u9a7kVIyO7tkbYQqqxux4u6I6ic42yIiFIyxcdMIoWCLTVHt9MtLRaampjDMMlAfAbvmIbE6YZ8tcgKEgkk2jMYJR0I0e0gs70x6Ocfi7CqrlWVMo4wpi7gCWLoEiR+fGiYSGGRgJEg0Fmyan2QNmQnyuRLpGZ2V0gy6sYpuNGwULKpeLQ1VDeJTI8T8w8QGTZJ9cXtvQumyDFAsVEjPmCwXpq097sxKbbNgV1orv5oaJKDFGRvbSCimY93p5jyXSwbz0wVW8jNUjFV7D8DWZSGEH1UJoKlhRoY3kByovhM2l3G5XGbhUIml7CG7fMsgKw2BN+sFlB9V8TMwMMDwSNxqcy0elRVdZ+rgMiuZRWr7Eravb1a+VZLJIcbGBlHV1s8TwzA4cGCGzMpSrX710Eai0TibN21E09SWEsk0TaanplhaXm5rrxXhUITNWza33TBYSsmhQ4d62vi8nmAwyObNWwgGg23TzM7OrmnLqSPBMx5s81UXMHH1/3jatgzTJHD5P6852OaXv/xlPvvZzzIzM8MLXvAC/uf//J+86EUvapv+5ptv5uMf/zj79u3jxBNP5NOf/jR/9Ed/5PwupeSqq67if/2v/0U6neZ3f/d3+cpXvsKJJ57opFlaWuK9730vP/jBD1AUhde97nV88YtfJBqNuux87nOf46tf/Sr79+9ncHCQd73rXXzsYx9bY8kcPjxP1HHCwMAA4+MbO6bRNI1t27YxMbGXbLY3IZVMJNm8ZUvHNKqqsmnzZoSiWIKnA1YnJIhG4mzbtrkmOuvFp/3wVhTBxvExVNXH/PysKzZS8yosq4MLR/rZunUEVfU1e6ic/eskIyMpfD4/U1NTiGpn6eqvqh2mCviIhgfYtGXAiaouhEb9EJC0N3Pt6w+j+bZxYPIAuiGQlK2NdhuGmBThR1H9JEMbGd4UwO/3IVBRFNW2Xc2yjmka9PUl8fl8LB9KslKcpGJYGxY7m+LaQkcRPvy+OKnAicTGCoTCQYTQ0JSAPQxnYZgVDFkhFlfx+cpED5zKTPkRpDRr3i5R8+Qoio+QlmBYO5nA2ArhSBBF8aEKSwTVNiDWMcwKaqSEf5NJbP/pTJceomysWh1N1dMDTn59apiYf4TxTeOo4RxCWHlVhQ9hD5eZ0kA3SwRDOqObfcQOppjKPYpuFJBOWTg10hF9IS3B6NgYkbgtYIU1bOgMw9mbJgcCKqOb/ESmh5lOP0xFBxPT5UGq1gch/GhqmKGhQQZTUbsOqwilfmjWqhM+n8rmLSkOTcVYXDqASdFyyLWob9UyGRwYZ3Qs6aqJjXVYVRW2bBljctJPennG5eFq8lDabSAe72fL5rG6oVya2p2qKGzcuBGhqCwuLjTZa0U4HGH79u1tX96s0whGR0dRFIVZe7+/bgQCAU444cSO++YBDA8Po2kaBw8e6Mmux9Pju9/9Lpdffjk33HADZ599Ntdeey0XXHABjz/+OENDQ03pf/nLX/LGN76Ra665hle96lXcdNNNXHjhhfz617/m+c9/PgCf+cxn+NKXvsS//uu/snXrVj7+8Y9zwQUX8MgjjzgC+k1vehOHDh3i9ttvp1KpcMkll3DppZdy0003Oed63/vex09+8hP+6Z/+iVNPPZWlpSWWlpaemYJpg+eJ6oGj7YkKBoOcdNKOns9tGAaPPvpI1yE4n+Zj58knOw/Hdtadd3Upeeyxx917hdVRfaCrqo8dO06y9p4TAoHqfphjDyvVbQ785FP7WV3NUP/GbRmteYyEEuLEEzcRCobA7vgFtY5YShNJBdOsegQk0wezLCwdaPA61IabhAigqkG2bd1IOOJ3OtCAFkURlgfNlBUqRgHdKGLKElLqFJaS7Jl+AMMouuYaVTt4nxoh6EuyYWyASMyPpgUJaknCSj8hYiho6JQpkmHVTFPSV9D1IumFAumlIpnSlO0xsexWhY6q+OkPbCM5EiKaVAloUaLqMAmZIiYjaEJQliY5kWdFzJI3FijpOYoZheVDBRaKT9rDexVMadh2A2hqiEH/CcQG/cQGBX4tRkwdps9IERch/KqKYUpyZollZYklc5KynsXIB5k9sMKKfpBCZRnTLDl2heJDEwEi/iH+IPUH7Bt8CE0JENL6SYhhYmaCoPAhgVVZZFE5RM6YpaTnMEp+Dk0skdUPUaysYNr5BcMRqCEtwWnJ36ew4SlUxYdfixJS+wgpSTRpeSnLYpVVc5minqas5ygWiyxNKiwWn7Q8aC3unaoGGe07hf6xki0EA2hqEJ8aaqoTFX0VU5apVErs27vEanEeKUt1Hsr6+qYSCg1wwvYRq82JqjD2t63Dhmnw+OP7qJSzTR6p+vahqgF27jgBTau2NaVOnClOW7NsmEjT5Ikn9lAsrdZ934yiqOzYscPxQHV6AlUt7HnqKXI97M934oknEQ6Hu6arsm/fBCsrKz2nP5wcFU/UlW982rYM0yTwwa+vyRN19tln88IXvpDrrrsOsLyXGzdu5L3vfS9/8zd/05T+DW94A/l8nh/+8IfOd+eccw6nn346N9xwA1JKRkdH+eu//ms++MEPArCyssLw8DA33ngjF110EY8++iinnHIK999/P2eddRYAt912G3/0R3/EwYMHGR0d5dFHH+W0007joYceYseOHU+3aA4bnifqOGBoaGhN4k1VVQYHU13fCFOpIRRFqT0YRf2bdhUTIe3ZKEIwPDTkvBG23IZDCPr6B2wBpSKEgrDn2ghUqsM4UpaR1aEPaTCUSrJ/Ml/zkLgm+lodUCKRsOZ4KBqKCOHXovjUEJqwOkxdlqyOzVjFMPNg6iT7VJbTIQzT8jpIabjmP6lKgM2pFxCO5FBEkIAvQdQ3RL8cIyxDABSVEivaIlljlmJ5Cd1cRYstEdL6WTXn7blG1cu3vC8BLcoLwueRj+3Bp4WJ+0cZMbcyqkXpDyhoKhR1WCzqHJIZZn0T5Jgh3m+yLfM87tHTVABhVhy7quLHr8b4vdjz2ZvcR1CLM6iewDZ1mK0xlZGgSVAxyRsKhwph9uf62Ms0S+yDeIY/LOzgfy/Mgp5BV0AxFWf+U0CN8kfJbfy6/yABLU5K2c4J6hDb+xTGQzpxn07JVDhUjLA3G+W/C37mtT2UIzleM3Qy/3vOoGIW0cHyzAmBJgIEtDgb5Hb29T2KpgSI+zawSZ7AlnCQTRFJwmdgSsFiOcgj6Rh7SbDAU5RElpenXsiP5u+lYhSsMpBWXCpF9eNTIyR8G1lOPkpECRP09zOobGEDQwwFfER9AglkypLZYokp/0HSYhKAaEKQ06MYZrnlvQtp/ajRJYRIoNm2Y+owCXOAoC3OVpUCGXWBnDrHankRfAZ9fXFKsxl0Q3fN46r3cA0NDTgCSlVCaFqIgBprqsNlPYcpCyhIUqkU09OrCPvFoHmOnyA1OOAIKIGKsOegCTRsFxYSHdOsIKWOEJKhoQEmDxTsvLYeJuzv63MLqJbPCPdzYmh4mPzefEfvVjweX5OAAhgZ2XDURNRR4TDOiarOb60nEAg0TYkol8s88MADfPSjH3W+UxSFXbt2ce+997Y8xb333svll1/u+u6CCy7glltuAWBiYoKZmRl27drl/J5IJDj77LO59957ueiii7j33ntJJpOOgALYtWsXiqJw33338ZrXvIYf/OAHbNu2jR/+8Ie84hWvQErJrl27+MxnPkN/f//ay+Yw4Ymo44BEIun6u5WcamxuiUSio4gSCBLJRN0X9R6j+iELQNQekPFEHKbcD/HGYbdkImbbq85bqQ0NSazhFcNQMSmDLCGFIB6PoyrL6EYWZzK4Y92yk0wEHVHm16KEfYNElH78ttgpiwJ5ZYmCWKJUMTBEgUgkQjI6xmJmAqg0TdDW1DAiuAqoqGqQiDbIkLmZrcEEMZ8AAblKmPlimGnFx5JPxyhV8PkkO2Iv4v9bvh1M05ndUxsaGySTXMSnqAS0OEPmZk6KxtkRM9kYLhDWdLIVH/tWAzy+0odZNKloBUyzwqHIMr5yEGnq6AogJYo9ZOdXIxzQdFThI6Km2KIMcXq/wgsH04xuzaAmFfQlkwN7E9y/lMBYHKWoZqgYBSakQkCNY8oy0jAxFQVV+PApQUJKkicqKj7VT1QdYouS4owBOHfDHIOn6agjMWSuRP6hIr/ZN8TKVIqCyJI2CuwxfaSMYTLKIaSpW1PihYJPDRJQ47xybAM/0/bgV2MMm5vZmQxydn+RnWMLhDYCFUl6wodfGcZcHKLAChWjwJRfp0+OkFdmrWFIu05qIoBPCXJOeAf7Ik+hqSHi6ghbxAgnJTS2RysMBEogYaYY5KlsEHVlI2WtQMUsQGiJkDZIUc86905KaQ0xKn42a6ehxqcQ+Aj44vQp44yaI6SCAaI+ARKylTCzpShTmophlilUKoSjJbSFMIZZck3gt+qbD0X4iEYt76yi+NC0ECFtgLg63FSHAUq6gRAGiXiQQ4f8SMp2u2toH0IlnojWPFCKhiKCqIrf9tYqmLaAsvZCNJGYJBJJxME5y3NmtzT3QgZBzPa61Auo1h4uxXlOxGIxVE1D19uvNG18pjnnaKD+uRYMBgkEApRKpbZ2n1UcRhF13XXX8fnPf97101VXXcXVV1/t+m5hwVpENDw87Pp+eHiYxx57rOUpZmZmWqafmZlxfq9+1ylN41Chpmn09/c7afbu3cv+/fu5+eab+bd/+zcMw+ADH/gAr3/967nzzjs7FsORxBNRxzh+v981F8E9zaImZhoXV3eaqGkdKvD7/e63S2E9kKtIqdinqE0A1jQNVVUx2mwUKhC1c9urphTF6qhVxW+JKNNeHWQYSKFa8zKEJBAIYKzmWr7BChQCgSCgWPNstAghJUHMTBKW1vkKBDFVA10tohsFTFlESggGw4hsdaWXOzijKlQUn44QQXxKkLDoY0CJsiEs6Pdb+UhXBFIGyBf7ySrzqEoG0ygT8UdRhIYpNERdpG2BwCeC6FoOv9AIKHEGRJTxMOxI5Nm4IY0vJikuKfhn+slUwswXoyyKCEWRpuJPowq/5U0wKkhhIoSCIlR8IsBqeJmI4iNCH4NBjZNiq2x8QQ7txSchB/vQZubZ+osJ0r8OcCAf5EAhSU6ZIxtZwLcSpCjslXJgd7gamgiSjiwRVfxEzSRDEZWd8SxD5wr4gxdj9vdBpUJ05EFO/o9FfrU0woFskqxyiHRkmaDwo6BZeTZNywsiNHwiSCISRKDgVyIMKCE2h012ji0Qe9kg8oTNiEqZgf/ew0k/LDCZDxNZ7SOrHCIfXCIog/bqu6rwtbwsqvATjVjCQ1MCxM1+BiMa2yIVTkktEh8uIw3oPxSmYvaxUPIzU+ojJ2YIBgKsClsMoFjzooTprB4M+8OUhUBVfPiUCAmzn8FggNGwIOmz7vNSWWDgJ1caIKfOISoqgUAA1Wk/9kbNdaEjNJ8fTVXtc/rwKSGCSpS40UcI28MlApiKQUWzPKomJesZIFSMVotAsRZcVNucsF8OFEWzJ90HLBEldXQUTNNACBUpTRRF4vf7O4qSUCjUfD5XqAorhIblJasRCAQ6iqjG59NanmvPGRF1GHnPe97DVVdd5fqu3cKcYxXTNCmVSvzbv/0bJ510EgD//M//zJlnnsnjjz9+1Ib4vGCbxzjrnYPV7bjOv6s0bv/R67ESaf9enWel2BO1FXsOUk23NwZdFKL9BNfqFibVdFaEJBVVqmhCoAmBiooqNXvYsN5w+zc608lvLU+aAJ8CPkXiVyR+BTSl6hOr5VnadqUTH6kmNk1pIISVZwWBKix7QU1HC0uUqIIvZBJQDXwCFFc8ItNltym/9r8VBJoCfsVEiWoQiyKTfZCIIaIqfsXEWvxVvRfCmWPVaF9i1E1Ituz6VAMR9SMT9hwQnw9iYXx+3SmP6v1oFx/JtCfdC6GgIFCEwKdItKAJsTAyEUfGE4h4CL9ioinWdVXtmo12pXTyXR/LSZEKmgIBxcTnN1CjAi0q8Pt0/IpEU2peFCEayqGhvGVd9Rb2MVY5g1+R+BSJTwGt6m3FEnmKojTnl3pbze3GrrW1OixVFFQnn7WE7dqF5ZlyD8lX/6lQXX1a/bcQzW2uE92fE+s57sg91541SCwheTg+WIIpHo+7Pq1E1ODgIKqqMjs76/p+dnaWkZGRllkdGRnpmL76325p5ubcKzt1XWdpaclJs2HDBjRNcwQUwMknnwzA5ORk+7I8wngi6hinMfaK61FaN6TW+IjtFrPFNE0Mw357rLdjr0IDw/p3w7oD0zSdODO1c7vTWOe2Jo5X52EYZgXDKFofac3LkOhOuvZ5rgoV6fxumgaGWaIs86wqq+Rl2fooeUrk0M1VDLPiBHLUy7r9b3uZvD2pXUqJNHUq5QpgYsgKJfJkDZ3lEiyWFRbKCktlyJQN8kqeiiw4HbBe0THtmE6mtMpLSgMTA50S5VIZaRqUZYGsXmGhKDiYizB/IExmj8rcoRhTqyGWSpA1i1TsCcmlchlDWrGSpDSsGE/SQJc6uixSKluTt1dFlnTZZGo1SP5RHfngEyi/+m/kg0+SfRwOFgKkywZFMpjSoFQuoFPCdMrfun7DrKDLIoViHlPqFESO5aLkYD5C8bcrKPc/iDh4EOXhRzEe3M/0QoLloqQgclb6Up6itO6xNHW7LHRMWUGnRKVcRkqTsiyQ0SvMFlVmD8Uw/r8DKL/+LeLBh6j8dp6p1SDpssmqyGJKg3K5RFmU0KVt0zSsiddSx5BlKranwzCKrCo50mWTQ0U/M4tx0nt8LE34mU7HmC1prJR0SiKPIStUKtb9sQKFVu+btO+jjl627JrSoCIL5JU8mbLBUhkWygqLZYXlEmQqBgWRx5BFpDQol8tIU3dsOXVNWnWtUilh2r9JDAyzQlmuklfyTh1eVVYpyzyGWcI0Dfv6DHuRiKS5pdttrlKpNmBnxachy+hmCdMsO6s1q9dba6u1RSKtosI3en2cien2c0I61+POV6nU+flTLjfarf+j/XOtm91nE9I8PJ+14Pf7OfPMM7njjjuc70zT5I477uDcc89tecy5557rSg9w++23O+m3bt3KyMiIK00mk+G+++5z0px77rmk02keeOABJ82dd96JaZqcffbZAPzu7/4uuq6zZ88eJ80TTzwBwObNm9d2oYcRbzjvGEdKSS6Xc8fKwO3+bvVY7RbiQCLJZjMkk332N9b8J2FPhXXFkJG1R2Qul2u5mqcWkkCSzeUIhoLWPBZ7HkZ1zglYnZMpS/YkV2tOxepqgYqeo9XqI8t2hWwuRywWw5RlynqOvFAwlAp5xRoa0GWRorliT8otgzSoVCosrBzAiuFjuvIJFXSziKYPIWUW3SiSN+aZVUNouQ2Ei9aQV07XWSTDMlOU9BV7hZ7k4ewvrcnJdcv6TWlNBi/oi7yg8AqW5WOU9BUO+acIZTejSz+HigMEFUleVzi4CvvzReaVKUrlFUypc2r5VP7T+FFNbEqJaYKBoCJynGVu5XG5l5yxwKQxSDSdRN+7ga3zq4S1LLlykD25fh5eUThYWSIvFzGlzkuU7XzTeALdKFm2TQOpmGAqFIwV3uB/Af8lp8nKeSaLAzy4FMN8aJQTDy4Ti81QLqlMLvfz25Ugk8UsWTGPKQ3+UNvMN9QHqegFJ7CnVEyEoVASGW6ZOEToZEHZyDLjO8TjK5tQRR87fx4i9UABUwqm8iP8d1pjspgmxwKm1DnL2Mn/T9yFYRTtumKLClmhbKzy0+VHGeyTVESRtDnFZDGKmk6Q0WMkMxGkFCxVBJM5k4PGMjk5h2GWKOZ1Cvqis0LRundW6AfMMnv0X7OhECYcFpT0FZZ9U6iGSiETJ6ppmMCqrrMg0qTlIUp6DolOPldCN+vicFXbDyCoYJiQza6SiEeQskzFWKUgllA0pWMdzuZyTv21jNa3D5DSIJvNMtDfjxQGSIFJGV0HU6lQ3UPRNC1hawUZNcnl8vYqwDar86Qkl80RiUSsZ44TTd79nKgKq+pzolQqOUF025HL5ZrmRXV7rhmGQaGw2tGux9Pn8ssv5+KLL+ass87iRS96Eddeey35fJ5LLrkEgDe/+c2MjY1xzTXXAFbYgfPPP5/Pfe5z7N69m+985zv86le/4qtf/SpgeQ/f//7386lPfYoTTzzRCXEwOjrKhRdeCFgepVe84hW84x3v4IYbbqBSqfCe97yHiy66yFlVuGvXLs444wze+ta3cu2112KaJu9+97v5wz/8Q5d36pnGE1HHAfPzcy4RBe3eR+uPme9ud26BZLLP/YBsNC7dj9eFhYWOq26QkoX5RQYH+q3QQlK3JrKKMga1rTysN+KaF2phYcnqJBsjblhPbJAGK+kyQ0M6mhBUDEuMldU8qvDbE491dL1oTZyWZSSSxcU8hlmgGvLA6dakNTdEN4rsm/kNJ8Y3gQ8KlSXLu6Jl8Zu1yb5Fc4ViJY1urCKlzuqKymp50fbqlF2FZkpBSc/xq8xPGetPIkKCdGWSJ7UKi5kR4pkQPkWlaJZZIcuymCZXmaNirJJOZzlQ/G90s+AOcQAYZpmyscqdSw+RjAiIwLTvSSr5LcwW+hhIx/ArUNAlSyWdKWZYkpOU9AyFfIkfzT5JWc+5QxyYJlW/4q1zB/FreUgKDmpPUMptZraQ5MHlQcIqVCQslSSHinkOiiessAHFMv8++SQ5Yw7dtKKuSynBNK1J8TpM+5/ilMxZFBL7Wdb385hmsDI/xlPZAFHNEg/pssH+yjzzYh/FyjKGLrn10K8o6It2BHOjNgRnlNGBdOUAycwORDJLXixwUJPkyqNMLQwQUfyYSFbNMkvKAmk5RaGyjK5XCGfGKekTdQLK3gpHWqv1CpVlcukwoZBORc+TlYeo+AosK4m2dcI0dYpZzQ5mKh3B59QLO6J7LmOSiGN5AMlbCyBk2ZpPJhQMWcYwyhhmsa4Or9bqb5v2sbhoiSirveogJYbQMaU7Jpllx2pn8wuLdHqSSCRLy0ukhlIoitLzc2J+fq7zMwIrsOLw8Aia5u6COh3VyzPtWcVRilj+hje8gfn5ea688kpmZmY4/fTTue2225yJ4ZOTk655ui9+8Yu56aabuOKKK/jbv/1bTjzxRG655RYnRhTAhz/8YfL5PJdeeinpdJrzzjuP2267zTU37lvf+hbvec97eNnLXuYE2/zSl77k/K4oCj/4wQ9473vfy+/93u8RiUR45Stfyec+97n1lMxhw4sT1QNHO04UWO7KmteoMzMzMz0HvBsdHSOVSjl/d3oTXFpc4uDBAx0fkNV5H6mhYUY32GPobUInVDuElUyW/fv2W3NTOmyXIVDo60+xceNowwRXtzirvh2v5lfZs/cg0qzbAsaVU8sG+Bga3MzoeMw+lRWtujp/S0rd6cil1CmXDfZPLFAoLdYElCuathU6QVECbOx/AYnRIkKoqKq1qkxVg9ZKKGlY8afMAqapU9F1jAPD7M3fR1nPurwk9dubBH0Jnhd+CcaWaRRVw6cECagx/EoEgYqBTtnMUzay1nCOoRPbv4UHVn9OobJYF3PJekusxnQK+wb4ncCLyW45iOZT8Skh/GqMoLCW4BvoVOQqRWOFkpEFCYnJLdyXvYuynqNi5JxhTaitVPRpUYaCJ9G/RaBpEkXx4ddiBEQETVgP0bJcpagvUzEtERI4uJkHl2+nbKxanihpUNtX0CoLVQ0SD4wxvDFMMKQhhNo2npNuWENuC7NF5uYPUjFytQjrLSKhB3x9jI4nicVC9iR5talOVD07UurMz2WYmZm2oqvXCfbm+uZj06YtJJPh2reK1lCHpWNjYWGZ6alJWkZBd7UPhZHhDQwPDzrtxaLFHohSkk6n2T852d4LVZfr/oEBxsfHG76vUX90Nptl79499EIikWDLlq09pS0UCjz55BMcre7qGY8TtfsC9n7w9U/blmGaBK/6xpojlnv0jueJOk6oTpzrJqTm5uZ6FlAA09NTCCEYHLQevu0eUenl5a4CyjreGi6bn5tFEYKRkWH7wd868OdKJsPk/gNNAqo5Yrn13fLSPIqA0bFhRP3mtw3kcwUmJ63l280dWtUadkwjydzCfmCMkdEEQhQwzUJLu8WiyfTBNMXSsvVmXy+gHAwMe27M5NKDjCknkRwykFTQjZxrj2Fn3pZuUpod4MDq/daqLJeAsmya0uoSS0aOh1d/zpapM/BtWMRQShQrjfFzrMERaQq06TEeWP05JX3FngtVsymltboKs0JJz/Agv2TH/hdR3ngQQytTrKyQwZ70X1/YUhA8tJX7sndR0jO2yKzOLTKwVm1Z85cqRp6F4pNoB3YSGS2h+SpU9Dz5VhOthYKcG+bB5dspGTlnPpi7/hj2sGmJbGka3/RmEhsqhMM+SpUipUq66WVHSsn8XI6F+Xl0YxXD1Gmqk3Y4Ail1ypUVDk0J5KgkHg9iOdda14mF+QyHZqYtQd1SQFn3w6pvFSYn9wGbSCajSKy5Xq1YWlxmeupgrc01tA+om6wuTWZmDyEUwVBqoC5ts+10Os3kgQNdBVT1PEuLi6iKyobRDXXfN5PNZtm3b6KjvXpWVlY4cGCS8fGNHV9OV1dXmZjYe9QE1NFirfOZjpQNj854nqgeOBY8UVWSySSp1FBToLpsNsvc3Nya982rEovFGBoabho2zOfzzM/Nkclkuj5w66k+3MORCENDQ01vb8VCkfmFRZaXl2iaB9XWaC02TigUZXjI2ry1/p6UymUWFlZYXFzC8UwBrR/7dZvZ2l6IUDBBaihOIuG2W6kYrKRLzC8sousFqpsEN4koZ/WTtcKx6j2KhAdI9mskElHbFW4CCoZhkl5epZQJsVI4iCl1V3Tumoiq7nEnUITPibuVDI3hTxZIJiO2XVvAmJBOryIz/SwW9lIxCo5tWTcxuGbT8kapwoemBBgIbsefXCWcEKiqJaCEEJimyUp6FZEdYi7/JLpZm19leWVq5Sxs72E1zIWqBAj5EgwODhCIVagfyZFSks0UKa+EWMjux5AVZx5UL2XhV8P0Dw4QSwh8PsVJK6Ugk8mST6ssZ2fsCe8GrkjlTffPXslnRy/vSybp6w8SbNhT0drQt0Amu+CqC61FVEOdEyrJxBADgxEiYfdy/1wuz/zCEplMumZnDe0jFk2QSg0Qjbnb8urqKgvz86TTacvkGttzKBRmeGSIWMzdNorFIvPzc+vefiMYDDI8PGzFraqzWy6XmZ+fZ2Hh6A/jHQ1P1J7LD48nKvQJzxN1JPFEVA8cSyKqiqqq+P3WEtVSqYhpHp5Xjnq75XKp69Yx7aj3IkkkimLFeRIIKnqltsKv1+rXIdxCIBBAUTQqlQp6xR2bxr3BrDuHrnw64seadC6QBAJBFNWHYQhnZaB0veHXbc7rBFWs2qh19PVhEUxpEAz6EMJAEKJUqiAUeyjHXlnVuAedhepcr2JvF0KdbdOsEAj4gCKIKJWy7kzkt+aLWcOcph0BvT4cQy0MhTVspQjVsWvICj6/hqpIDBMqZQPVHiqrBk6tzm9zItDX2bXyrCIUe+l+3RJ7n8+HokoMo2yVQ3WorDpJ2VUW1TKvlUe1LKgu3bfjC2k+Hz5NoBtFisWKOyyFS0B2v3/VMgcrRpqmAdKw2pyspq2zQfc6Z/2r9m9FVe2o4Cblcrl9m1tjW1EUhUC1LVdK6Lre1C7Xg6qo+Oz4deVyqWm17nqx2nIQRVGoVMpUKu3jTD3TPOMi6o9ezp4PHCYR9Xff9ETUEcQbzjtOOVIrVY6EXYFAmpJiofVwyHqtgvVwKxZLQC3qcqf0vdi01h4JiqUyUKY2r6Q2b8V9jGzogNujCJVyybRyKkqW7epKyDqPiDV8prr+tqwrtIpMIhSVctkAfCDK1oos6RY09bGgkHUBXOuCrVapiiGBoFLWnRFIK6p1g2B3xJzZwi6OcJK2p0YIK2+lcrHmKRTN12SJo7pNqRvKozHOGHYMqUq5QLlUHe7qFsWl0/2zvXq26KpUdCoVs0W6Ohuu8ZPeXrgMQ6dQqAqR+jVq63y/teuT2dCW27eNtWGYBkbxcLZlC6stH367xy2H473YG8474ngiyuOwc7ge1p3O0Orfaz1vsxeqSuPfjUEFVZqFVOPx7mCl9QFIa981/y0liOoy8gbvW9VjZCemGgjS+k11slG1W13a7ogpIWyRYzbYVuqOqRNrwopY33K4Ulpbh1iiqt5O41O7LugqonYeYYfUtKNnNx4jheloiOp19OIFtuzXhvNqVCdVW9uT1ASZJWhbo7b5dwu79XmgfdDY6u/t07cQZ86fondvVA90y6fH0UUehtV5h8OGR2c8EeXxzNKqI+zWMYgeRVO9KKmLat16G5lWw3g1j1NjFHOoeWcsz0R9J1xPgzCy5wRVh5ucIa4WwyrWMFbrc9YLKCf6NAJFaFQjUisN5WFWPT92EEnL2yTt4q7NL6oXXcKOKi+EgirUlsJUIjFkdVWbbu2rKEzb+9XCtrOPYs12q7xKOzpgY16FsDxc9WVhlYNoOIdSd18by9XyftVsGU4eW99D91Be7X7U3TenHtQNDdreqK71zvnCvpYGIekWVWvoCNsJzTZtzBNSHh5PD09EeTxzHMb5ZK7OqOVQUGdarf6zqBsyaiGImoaymrAmjDvHtLjmTp6I6lCXlceGjlU2bFFT59VR6rw8VRRpYgqlhafHnV9LqDQc68qj2wsjMFAQTeu+6uN+taJ5m5/a3/V5tcqgfnsadydvecBaiNU25VodymxN9/GO+nPVi9umFYuuPPYyEVxp/ncX8e/xHMIbzjsu8LZ98Tj+OSrreOs75U6rsdrTKFzqqfd6SSnbi7c1CMja0J5ZF46gQ/6oj8HVO/XbqLQScK0EX+2krb+XDXl2lUfjsGcrG10FfOM9XN+Cim50DlTr9XgedcjD9PE4onieKI9nDsvlcWSOc62uapvI/q89Udk1ONMqdbPHw01jp1edFGzSJD6Ee/jOCrbZudN0xVyyI0U3ba7sSm97MRrLQSiuh6lLlEmlbg6WWjekV7VhNFxLNUinYs2GknZYBUc0NdrGvn84x1XzKrp6yWwzzoo66/xSqo4XqPXocGubzeer/ruxp3F7E1vlpzXW0JtbKLWa69TKqCegPGpI6c2JOl7wPFEeh5Wuk7tbeT96FlYNYQk6Jm2s2q06tnq7dSEJ6oZpXEv2nbhH9R6auuXtsm7JPNWhHwWh2OLEFeqgtixcCMWK7o3aUBb/f/b+PN62rKzvhb9jjNmtfu2+Ofvs01cPBVRBUXTSF31jTMQYIUYxkOA1olclr5pcr28gco1ijJCIib6J2JAbWxREGiNQFEJBUUX1p06799l9t7q5ZjPG+8eYc621u1OnoKAo3M/5rM8+a625njnmmKP5zaf5PXmszWBpEgsoc5oDJRQSQVaIIyu8bNsshcLJjxEOYiD+Z9DClV+r5S/KY6GcjHLAxvwY8oLR2LgmrF5E5kbL+mynxQi0jVcSEiHztvSpDmx4un1JhD23cCx1wa6+GOyP7H5k8WG5zsFMQPtvII6qR+MwqNcM3LuB+zlATyG2AeDBuDgGxsJeS+nuMbd/MsNu6Y/zK5wf+8UbHrDYHMiBfNPkwBL1JBMpJUNDQ1SrVTzPxxhDtxuytbXF+vr6169XSOpD9Z5esDxRzUaTtbW1bIP8+gJc67UatVrN8kQJQTfq0mi02VhfI9VZdfrLZR4JwTYAlZVWqVQK1OtWr5KKKIpotRM21jeJ4nb2O4MwOcTYrt9uUn1ixRyYlEoFqrUChUIZKQVJkhJ1JRvrDTrhliWA1HHGExTv0ktvU7elQqT0cKVHUPApVhyKxRJCGkwqabWbhA1JFMUkukOSdkkkiNRgdmSH5UHqSri4qoASPr6q4vqSoKIplcuWEsA4NFtN4qZH1EkJ9SaJaFuDkUgxJt4GFIUQCGnLqLgywJVFCrLGYecoK7WHKJfLSGWJNrcaGzS3Qtx4mI7eRIo2sZCQhhgherewHwTv9Ag8XVXClUXq7jjV0TKxu4JyFVobms0Nkk5ApxnRTbdITRdSSCWINM36It3RFw4yI8R0ZUDRG6Y2VAS3hes5aK3pdFpsbTWJOw6xDtE6ItUgxV5cXGTjwe2VrBFC4bkl6kNl/AA8z8UY6HZbbGw0aTa7Wb1A1StNs3c802AMnwVdUrrUakVq1bKdyxiiqMvWVoONjSbGJNnYzS2cl5l/A0S0AkF9qEa1UunNuSjqsrnVYGNjvc8pNwCeH21u54CuVqtRrVUJggJCCOI4su1dXydJv36+qEqlSr1eJwhynqiYZrPJ2trq48ZD9aSTg5ioJ4UckG1egXy7kG1WKhVmZ4/sKtqZS7fb5dy5c4+J50kgKBaLzB45khH+7ZY4jrlw4QLNhmVD32/B7T9lW3ASBCWOzB4iCPw9j0/SlLm5BTY31umxPO8cjoPZURl4KgQ1Dh0aolQq9dozaJ3SxrC4sMXq6vK2+mh9JmkxAMY8u2Eqj3IwzNhkiXKluCteSGT0AFtrhqWlS4RJA627WfmQQSCVWYhUgBIunqow5B+mNBFTrhbIqQH6fSYRUrK52obFYZbMI3SSvKhtv8bdICjznRolZ5hpc5z08Cblmtc7LneTCQRSOrQ2UgoXq5zhEdrpKmGyQaqjHnN5zlTuCJ+CO0xJjXDMHGFrao3qaGGASFP3rDxSOHS2UkoXa5w2Z2ilq8S6RZhs9QsQQ8ZS7uGpIoEzzKg5zNTYFNHk0gBz+KBeRdQRcLbMBf0grWSNWHeIk+Y25nIpvJ5u36lScSYZGx7HHd3KsMbuPu50upiFMebC+wmTLRLdIU3D7czlGYBS0kFKn8CpUKsPMzzu9ljbd46JbhixupiwvjVPqsNsPETsZC7vWSGFixQew0OTjE+WcJ1BItD+OI6iiIsX12g0V3eP38vMkWKpxuHDE/i+v+dDSZKknL9wkUZja5uuR5vTnh9w5MgshUJhz+PSNGV+bo719fVHBWSD4rous7NHdlVKyEVrzaVL86ysrFyxzm+GfKvJNt/0ypfz0Fu/+xvWlWpN+Vc/dEC2+U2UA0vUk0Tq9TpHjhy97DG+73Py5EkeOf0IrXbzUXUKBOVKhWPHjmWui73FdV2OHzvG2XMX2Npc3/PJdSeAKhZrHD8+g1IZo/Rganj2W8cRHDkyw0WlWFvLatH1eAbNtqdrm8bvUymOcfhoDcfxyFm2+64U60qSJmFqehjX9VhcWiJJOiBiWydvmzvFghIlPYZKs4zOOPiej5RZAeGMQVtnG77WMfVRKPinmJubox2vAG20Edlm3C9F4qoSvipzQj4Vc2QNPyjhSB9HFnCEB9gabamJSEyXkdGAhh9yw4VncL97Dw2zQCIEImMYF8LpAZKaO82NzglWDjeolYZwZJFAlPFMAYkgISUSbSLTwh0KCf2E585fwxc751k1KTEtUqEwJu1ZcjxZZETOcnNxkjOjHcZqYzgioEAFzwQ4xkELTSQiOqKBX28SBZrnXzrF3zVKbMolUpOSEqJNMmAxK1F2xjhqjnHo0AyrIxcJRAVXFAgo42DZzyO6tNnEK7VJrkq55dxT+VL4IK10lbwAtDCWgFQqD0f4BG6dMXmc8bEJzOgyUpaRwsURAUrYBwLbvyGu6hAf7fDsc8/jS907acZLtlQNZJxRac8a6agiRXeUkeFhauPWGihlZp0aHBM6RgQuU7MJlfmbuLhxNyRNa10VZLQF+Xiz80BJn4nRU4xOip7rePcYTvB8xbHjk8xfrLC6fhFDt2+VGrTaZvNNIKhUxjlydCwr/yNtG3bMO8cVHD9+lPPnLrKxsW75uABhdgOpPoAqcNWpk0iVU2HsFqUUh2dnkUqxmgGeRwNTnutx4uTJfR/ebL9LDh2awXFcFhYuXVbfgRzIEyEHIOpJIJ7ncfjw7BUdK6XkyNEjPHD//ZmrbLfki6NyHGZnZ5FiEADtjNXQiAzQzB6e4f52myTu7h2XlC3oUvrMzk6ilJvFqXi9oGXIA4WjnpXj0KFpwlDRbi9nqe2mp8uqVYC1wEwequC6PlIU8Jwyriogsw1Tm4g47WQFfLuMjVdwklHm1u4lSXJ1uWvEboquKtrNeKpMEEg8VabkjjFsDlEwtqZZR4Q05DrNdIlusoWodnlu+0V8Zv0TdCCz7PRLpzgyoOyMMsoR1Ax4xTJlNcG4nmHKLVH3Ja6ETgrrYcJC2mBZXUTV1ul0YmaXrua0G9JNm6SE2X3NLDqqztXiKNFQiWpFMGSmOaKGOVJRjPuaQGnaiWIhFJxvJlw066yX5wmrNa5NZvgKLdpCWUuMjnGUjytLlNQI17qTtIIqQ3WfYTPJEa/GsbLkUCGhrFK6RrLUdTjTnOS+1jprhQWSWp1ru5pHugGJComFItExSigcWaCohpkxR3n7U+v8d7lChQmmzSSHiwEzJai7KamB9Uhx/0bKObPGuj8P48NcfeEoZ2SR1ImI0jZaRxYIqAK+KjMqj/LGmePcXp/HkTXq4hBTjDLqu1Q8gTbQjA3LYZd5d4ENNcfyzDw3nr2Bu8xXaeiERIdZeRnVs24V3GGeUbiVjfGHcVSA71Qpq3EqemjbmNgSKzT1CmG0RmF8i/HwapY69/WtZmLQQmktXLXSYUYmFFIqC/icAr6q7BrDUdJEmw6T02U67WFa4arV1wNPg7NZ4DgVZg6PIqVjP5FOL3atH/BugR8mZebwNJ1Q0w03B+LG9qDjEIqjR2ZRKrek5cfspJiwpXoOHTpEq9Uh7LQu6yYUCGYOH74sgBqUiYkJWq1WZkH7eyIH7rwnhRyAqCeBjI9PZE+Xlw8x7S3XrsvwyAjLy0uX1Ts6OobrOD3wZAFPPw7HGAMmxQibfaWUZHx8nPn5i/kBfWWiD3iGhur4fsE+2UsfRxVxZYCSHgZNqmOStEOiQ7TuAgkjIx6djg90B1wXOYASKOlRqZYoFgs4qkzBG6WqJqnpEYrZxtaWIZvOKlvpAmG0Rpy2cKubFLZqtHW6zWKUu/B8p8ot5RewWnoQ36ky4hznqJjh6rpD3bNt2IzLXGyNcC4d45J7mma8wIXhe5jYOMm8uo+YFkleX03Y2J+6mOYfzkzyyfoSFTXJKXGSG8ccbh5uMDO1iVvWhOuK0wvDfHljiLvXijyiHiIZW+H7S0Xec34MgSTOGL2V9AlUnSEzyY/fuMWvJA6j5hBPK4/y4ok2NzxrDefWE5iRIcTiMvFnznDnneP8zfIY97QEa+Pz/H+uWeBffnoSlCAUmySii6sKFOUQI+kE7/rui/zbB04woQ9xY63KSyaaXPuSNrzoGZixMYhi5Oe/yMqfbfB7D01y16ZiZXSBX3z+Ej/7P8fYTEZoC4kUIUp4BLLGsJngaUMBH4oFBb/GKXWYW8cELzg2R+0lw5hTs4gkwdx1mrv+POCTi2N8pSlYq1/iXVMR/9fnx2iqVQBSodAYAlWlpEa4ypngb7xLFGWBaXOK60p1bhpOuG50mdpkCBpW5ovcvTrEl9aOcE/XwxQfwSmWqDemCZV1TyemizAGRwa4qsSEOMmF+t3UVY2SO86UOcERt8ZMSVBz7ZjYiMpcaA1zJhplwXsYWEIP+WzGVRLThTTKYubsg4ySHo4KGBmpopR1SQZujYo7yYg5tHsMOwt0ohWgyfDoEOF8A20yMDRgUbXzQzEyOozr2ocWKX2UDKzVU/kIJNokJLpLnLTRpoPEMDpaYW6uDSbKcNZuN2F9aIhCIei9t8z428loB9cJYQyTk+OcPXsWjNkXSJXKZSqVSv9Ue6xPPf3Z38nJyb8/IMo8PgmbB0mf33w5AFHf5iIQ1Ov17P/5h4NPg/0g0cHQ03q9zsry8v4mdSGo12o9PbnFSAq3dyYbhBzZkmgZkKrXqszP7xfkajOVarVyFpPj4jolfKdGIGu4wi7GsWkTqgZhvEGCRqcptVqdlSVDp3vJuu56s99ajRwVUKo4COHhqTJ1dYhDeorJgk/Zte1txgGLnSJz0mHNTUh1TLkMRf9q7k/+BrTOinz0A7SLaoT1oU2kdCk6Y8xyiBuHHZ4/sc7oWBMhYW25wNfW6vjrdeL2LLFqYfwtXjA5y+8vXLRZa6m1sDnKx1UFJsUw98dlXLHFhJ7hKaMOrzp+ieE3zaCf9gIAXOAZf3M74//vKnE6wubmISKnxeebI9R0m1TauCVtEnxZpkiNOhU+tTZNMNRlVg7x/LGQp/1jgX7Ra/sJ+1NTqKc9lVv+4lPEH5ash3WaZoNPXLyBUblI14QYmSCFgydKVPQwo06Bj985RaHqMuOVef5Ym+t+pIy+6fn92+u56BfcyvAtXZ7/ji+y2i2zFQV88qtP4eraImeXh0lFgpASV/iUqDEqy7zj+zZ41+0lRtIxbhhVvPzp53F/8vXbCQaOHuVp1c8R/4+QtXCIpt7gbzanOFa5yIVGDSMTuoA0hkBWqekR3npNi1/FpSLGOB7UeP5YyDNftAZv/C7IYmwOLS4w8eE7cO6YprkwTpNVloYuMtkcZlUVbNZhqnv3LlAVXjA0zpdrLXxVYZRZrirVefpQwvXDGwyPdTAaVpbL3L1WQ66NEEZtItVAFDcoqhHCZAMjUiSQk2hYV2yFoKwRwsF1ilTcSab0UY4WS9vG8EKnwJxSpCok1RHlSoKjApJUkxqxw2IkkMKjWvGtBUoolLTWM1/V8EUJKRxSE9PVW4TCoRsbjEip1+ssLjRJknifdUJQq1V660UOoKR0t1u4RILWmUtQpFQrFZR0SNO9CwgPrmn5DM/PYWXvda1YLOJ5PlHU3VPvd5wcWKKeFHJAcfBtLo7rZnFFmfRcbnmcUR7/sP1Zbr8A0L4aYQO+eyU5rHtBSgclXZR0kcJFCG+bm891HRzl7FS2+9xCILABy4GsUGaImh6hoocoMkQgK7gyQOBmC7OkGBTYNiR7jNzWTRYEQRZvVKai64z6PlNFwWxRM1vUTBcFY4FHTQ/jyhJS2n4r+nYjEVmafy81Xjj4FEm8Jkp4FKkxVnA5Ueoy8/QWpZdNUXzpNNPPjLm2vsVMEepUcKTNTKqVfBxh20Re0gQHJTxKSrHhdXFkwJATcLwcMfz8AvppT93WV/q7bmXqpi5Hyyl1UUIJjwUSiiboxfbYl4tvChSlw6XEwTNFxouKq6ZW0S96zp73WL/qRVwzusZIYI8/3/UoOgrfBCjho4SHR0BgXEqu4mw3IDBFxgLJVUdW0Tc9fe/B4/tcdWSVsUASmCJnugFDriYwLh55m318E1B0FKVDI3bjdHxOlEL8V5zau70veg5XTa0yXlR4psh87FDzwDcFlHCtXmljnoomYKRuiSNKpspkQXDN9Critc/pASgAMzGJ+8qncO3QJqOBQ4EKfsHeHyU8cioHKZxePFU18JDKwZEF6lSYKcK19S2mnxlTfOk0pZdNMfP0FldXGxwqCmp6yLoYCz4+RfLSNj2KBKQFrG4Bx7X0Ea4qUGSYEbfA9MAYnioKRn2fiq7jKhvj5fs+Urr9ubGNHsGeJ8isRdb66+LJEgVZo2JGqOphSgwRyBqOKqCkda8rpXBdr69vcB5n60IhKPTO06OIoL9OWPeha+O6etZoge8He4+dTIJgx/dXuq7t/N2BHMgTLAeWqG9zyd14j1UeLYvwst/3SlDsw9r8KLoH22xLkigkDtLYBV9iA2l3kkIasbfVbDsnj11mlVE4EhwBvrLfuyk4UqCQDPIyDXgoyeuo5YV1bfmOrN04OAI8ZZBlDyolu3GUXDw3xRE2ub6XaSXltvbt6iYJBokUAl9qKO+9AciSiyNMj8nbSMv7ZEi3ZZlpYT+VIrs6AW5w+UdNx0txenuv3OWx0VmfG2O/l0h7ncHlg4JVYHAEyB08StpGKPfEmHw7VNamKA0U9wf4bqCRud6svXqgqLExGkOa8WLZ5UsgcKT9ranWd+k0lTKua/tBIPedU7372HOd21Y7Ajw3RZRcOyaMHR++Y3WqXnFlkY2vAS6uAcLWbRgFiYPCEQJX9sewk2B1GrWt9M5jmc95JqsyDgqFNBKFyvjKtusR8srn8uB5egWqM5elGKC32Ot3j6b3SuXr/d2TUR6PvPmD3Ptvvvz9GZFPUkniHSbxjBkaBrNf9K7ZEu/83Q7RWqO1TXE25MSLCVqnNv1cx1ngd7r9nMaQJHu1qae5d25DSqpjItMhFE3ask1HtOiKFoluk+gupkegCGmc1V7LY6J65JW2TXGcYExKYrq0ZZutKGU9gqVQsRQqVruwGaW0ZIvY2MBpgCRK0CbJAohzQkjrJosIieIu2iSEbLERpcx3PFr3ReivnEV/5Sydr3W4uFlhuQtbpkNsOhhjSOOYxITWJZTp1yYiNRGdNKWThKQmopHEzHU8oq8sQXe7K0IsLtC6p8tC6NDUXRIT0Y07hKJLYqw7JzURsekS06WjUzpRREzIRtcwP19FXLy45z2WDzzIxeUa611NSkTY7dJJU7oiJDYhSfbqiC7tJKXTjYhExHoEC+cqsNXYd/wsnKuwHkEkIsJuxGYi6eRtNhGxCemK0J4vjkhJaKYJcx0f88UH99QpLl5kfr7KRtcQE9LtRrQSQUyX2HRJTYQ2KYkJbf+kti87osVKCHNzVeQdX9yt9+++xsXNKhuRJqJNGhk6aZrpi7L7ZslEExOSJhHGGGLTYct0WO7Cxc0Kna91emOidV/EXLPESggt0SbVXZI4JcqyE00G0PPxpk1CN+r03ie6S1s02IpjVrv9MbwewVaU0pZtEtPNOMk0aRrRK3I8EDOYZ6QmcZJNRZuKn5guXZq0s3kXihaxse201BL290kc9wNnzHb0a3mrot55MMaOc9JMR0ZTkc3Pwd/3f7e3xPGO769wXXs0vd9JknPAfqOvA/nmyoEl6ttcUp3SarUolUq9vDKyEiA96XG99KXZbFw+xdgYGg3Lf2UXq9TGNQiD0VlMVG/R7PPJNJst9uSqyUt7mJRWs4nv+xgTEadthJCkKsIRQW8DiZMWcdLOsvQ0YRjSaC9il9A+d40wlvE6SUM67ZBKJaGbNliXczipQ9ioUnKsqamVpKyYTVa5SDfZxBCTpimnW3fYDLqMZ8gYlW0ECa10mWd3nsXF4t209CoX43FKG0N4D08ycdEu2Muhx8NNh9NbXVbkReLIZh792fkLhGmDOO2QmgxYapBpk3mxxj8vn+RPzSaLcol7Ng4z8uUpnvkrHyV45giMVGF+lc3PtfjM2Snu30hZVgukacQ/n4af2VwlTBskutNjI2+rTdaEz3+4PuQX1ya42GnzueUao79xF/W3dNBX991k8q67Wfrvc3x+dYL5boNYhvz0C+f4gd9zaMkNIt20IFNBU7qsJD7vfePD/JsvHOdiO+SzS0O87lc+TelfPNsGlQ/K//gLPrs0xcV2SCQ7/J/fvcBP/KcCTblBVzeJ0w5KRrSkw2pa4AO/MYSa8lgWa9yzMcXhj5e50f8E5vUv6evsdNj8jbv43PI0FzstYhny4zcs8WN/IWmzSazbxDq0Y0U32FSrvO9LJ9AnYxpimbOtUT63UsP70DqHT/8F8uopSFOSr13iwS/W+MJqwMVwi5BNTMtl3qwRp00S3bX3zhjitIPA4WOLy3ilGCVarHgXOb1VwBEB69EUY+fsmFgMPR5qOpxrhayLeWLdodtJaaXLGYjKgUqKMTaDM0obtNs1ikWI0xZb6QLz0kM0JreN4VWzxTpzdNMGhoR2KyRJMw6qAQBleaUM2kQ0Wy3q9RqYiEQrO/5VQiRaCOFgTEKkW1nWXxdMSrvdJoo3t83vHZOaZrNJsViwAEqYzDododG9Bcfk15vpiaKYKA57bdyt1dBoNKlWa9n7K1vXtNa0HwMH3pNeDmKinhRyAKKeBLK6ujJALDmw4GSy1/K3sry6r76c1G9ldd2CKGN6geM2yyYz8ecs5QNuvdW1jYHFbTvJZb7Qrq61GB4ZweiElBbdOCVJOz03Yc77o3W3p3t1tYk2YZ/iYODahElJdUSnIdBjCXHSoskCiROyIWp4aQlra+kQmk0bsJ62MSahuWnoJGukOqJPiqktoNLQTbb429VPMVsfIkw2mHceJAxnWV8Yp+IU0NiNbTldZ1mcpxkvkeouQeswD+svEaUNUh1lWX+QCkMEbKh5/vt9RQrXpmx489zb9Qjnx3iwOcuhr6UEMmQzrnKxU+dMI+YsF2mki7QbEb95zrcElmnLWuvMQCFfBe/57A2ER2MWChf4wupRGsk0T3vPGsfrH6dQ7NJs+jy0UeeujQnu32qxJC+StA3v/rMRVuUDdPQGcdoiNbacS673P/zeCdqjIQu1S9yxPEXjrhlu+pmHOTV1B4WxlKQJ83M17lyb5I7lkAV5ibRr+MXfKnKuu0FbrBOlDRIdo40FG6tS8MXlIs8bKXOnP8+9HZfo4ihnfr/A9R/9G8bqLbQWzK1V+NuVae7bDFmQFzBa8H99IuCSmSdMN7ZRHMRpixaSB8I6z1i7lgsjD3NWPUSycpzFcIijy4aRv0owwEp3hjNNw+n2FpfEaaK0w43xOH9k7iNK2717l1tmIhosqtMc27qe1FtmK77Ew27K5uYsZ5oVSk4BCTQGxkQjWkDrmMrqLN3kgYwkdcByBNn404jmMBQ3SNIOnWiFFSei7WzipQUkiogWHbNJmGwQJy2MSWhv0Ru/gwSedi6lCDQb6zH1unV3at0hTqz1qiub1tWmrVXYWt5sP66urmXzb/sK0pvXxrC6tsnY2GhGNpu5l/P1YnDeD6wTKysr/c/2kY31daampnruufxIYXa2pS8rKyv7us4P5ECeKDkAUU8CWV9fp14f6jHlPtoysrKyQrvTuuwxBkOzsWl1Dw1li1cGoPIT7HgS3NraYnNzbZceGOSYMbTbaywvFRgbH8Fou+CmujNQakQPLLKaZrPN6upSBkR2Xl1e9CJivXkRb0EzMVknilOSpENbLmdkhWSbV5xZtwzdbsLCwhJpGtIDUDkYEZaTJ0kVW515uquziLEGLb1ApBpsqAuo1HLYxKZLnDYz/qkUrQVnL52mHa+RpGGfFwhbTgSgnaxywUl4wcJ3sTxzniXzIFss8vD6CIW1EsooIhHRlBu0tQUfWgtu2JrkY+YuwnSLNA17NfaMtuDMGMM9zPEPmie5029yVj7AytYI92wMU3PqOELQ1YatNGRNrtAW6xgjeFEc8N9bK7T1KpG2gESbdCB+R/PlrRHePDzKx5MWZ9TDLG+Ocs9GndrFSQIlSYyhEaWsmnXWxDwYyStTl9/cWmdNLhAlDZLUWnZMRkdgjOa84/PAuQBx3GVFnacRrXJmcZz/vVSmoOzDQSuJWRQXaYpVjNE8uzXM74YPs2UWM7DTJecVi7HWuWXnHI9cqiKqgrZZ5rTc4lJ7mK+0hyjqIgCh7NBgjTZrpGkXuTjGn61+lXay2mNuz++dHZaadrzG/Op5houCoJCykXZoqWXmTBk3tez7qYmsZSdjlm9tCs42P0WShn0ANRhTKGJSnXJ68YucLF2DX4xJ0iapDgnjzSxwnMyVnmTjOGFrs8ulldPkLOjb5kdm/TXAVuMSa2sew8NlC6RSgxZdSOUe8y5la6vB+tpqDxQNzuX8/wJBFLVZWFxicnLCXkbm9mfHw1MurXab5eWly1vBgSRNmJu7uIv/br9fdbtdFhcXLqvzO0oOKA6eNHIAop4kcu7cWY4dO75veYRc1tfXmJvbO0ZmpxgMFy5cQEpJNac72OdJr9Focu7cuX2fMAefXhEwf2kOqSQjI0M9K8peqlutDufOzYEZICbcxsacn0Bj6LKwOIeQmvHxOqmxddD6x/R/1+1q5s6vEcYbGBOxe1XKLVIxaM2Dl27nmLyB8nBMqNcJ43UEkn5gtwYkJnXYnJcsdx7JrF39ciRWq+WiitI2qUn5m/VPcSPPpTN9gW7aYJOLO0hHjc3iShUzi8f42OZXaCbLPQCVW7iArIQNbOg5/ue85gXx9TwycYkO6ywDIh4sIaIhBYnPjeuT/PeLp1njonUP6qjnwkrpNZ0l5zz/7WzKbYeO8JWhddryYZYAEdn0dhvongXxmwI3N8f5wCMPsirmiNJmH0ChSY0GDQmCZrrEl0J45rmrWD8saaoltsw8F4REpNvbLIXPNeuz/I+Ld7KpLxHr1gCAsn2hTQJpSMg6Dzl3c83ppxEfWydxtuiYddbEQPB/plcgiTaKzK3cRSu2wMy6qvsFjXUWBJ+kbdajczjzx2E6wgsEiW7Tie0DxPZxAc3NlAsXzmUgO2bQAmXPb91uoEnSkNNnH+TY0WMUiilGJ2jCPZM1Njc7nDt3DmO2c6dtG+v5GUzKxYvnkPIo9XoJYzk3dh+KdcmfP3d+XwC1rd0GlpYWcRyH0dGR/lF7TOZOp8PZM2ceFUDlsra2huO4TE1NXfa4brfLI4+c7tf8+3siB4HlTw45qJ13BfLtUjsPYGxsjLGxcVzX3fZ5GIYsLi6wsbHxdekdGR5hbHzc1twakCiKWFpaZW21T9z5qLXzoLcp1GpDTIyP9Qn7MomThJWVdZaXc5Zyq9n+2QNEMVjvTlCtjjI2Vum5OXPR2rCx3mVxcSmzEmW10XY+kvUyAy1ZYV6brl6bYGjEp1Tq94O95y6dhsvS4hKd7oYN+s2sGHnsS172RWTFZS1nj48rPcYrJ3GHGpTKft81h2Vl7zQ11cWjPJLeY2OsdIdEd8gDeW0bnIyGQuGqAo4sEMgKJ5xr2Zqap1DKSA2NBmFT6rtNwfTKDHeHDxFqG6+Uu8V0BhxEVixZSg9PFvGU5aO6ITjG+liMLq1avrAMNEgUnXbK0dXjfKX5IG02idImqekSp50s0Lh/bF582ZFFAlljTE4zOTlJs37eBuXrtHcvktChtniI+ztfJdQ2HizR8S4QlafTO8LvMa5XnAnGJ8agsmZjfvoOIjqdLmpzmvMb9xDrsAdQ8/qBO+/fYD1BzykzNjZGsZaiVH6slTBMaG7A4sq5fpD1YC2+Pcdcvz7f5MQxqnWD66pth3W7XVZXWqyszpOD//6ce/Q5Uh+aZHy8QrBjLsdxwtLyMisry9t1cGVzulobYnx8lGKxuO2YJElYXl62FqivYzsplcpMTk7uekBM05TV1VUWFxeecAD1La+dd9vLufd7/8E3rCvVmqHf/t2D2nnfRDkAUVcg304gKhffD/B9627qdrt0u48PAZ3v+/i+Je7rRhHdMNx1zF4L7v6V96y4nkfg+wgpiaKEMOzs0np5GSAZ7FEwaJTjUCwUkcoljg3t9mDgaZ75Z3rHb/t9j4+mD35y14dUgkKhgOsEGC1pt9tZZlWW3aet7n7hX9OnYBCqt9Er4fbSwTEapKZYKKBp4atR2u0wIy6ktxGnOu5ZdAY3yxzwONJHZpxJuVXEEFMo+ITpGkV3krATo7CbqM5q9KU6JO7FAOV0CbYcj5COBSXSxxGe5RtCEJk2QdHHlhyRRKHBMX7mqktITJRlWSYkaZc889E2WWZlcCznmCMDFI5NjcfgFwNQMd24SRymGK1615PH76QmtSBqn76Q0kMJlfE92f4vFougYqK4TdjpotP+Pe+DnX522V73D2RGCdCv+1goFJDKkOouYWiz8fquMgYsklc25nIJggDPk2BSOmGHOIq2jXFgN4jaU7bPQd8L8AP7sNUNu3S7Ya//9jJRXOm87s9lQbcb7TGXvz5xXZcgKCClIIrix1RI/ZstByDqQPaTA3fek1S63bC/KD6uevuA7NGAUS77HjcAOOM43kG78FjA6H76JWmqaTSbA8fsxdqRcR5v46XKj1e7jxYCo6Hd6gBdy2e1w0XU15KTMOkeCOsRE+6sLyYdG3PTjgGPrmiihIIsuLu3iQmJMLme/DwZQegAv5YxuvcZuHTaCYYy7ShECgfd05s/xSuUUNiiIf3NXQhpgUh2vzQamdmqFC5hO8rOZRBI0iyoWOc114QAY+u1YfQ23Rbg2L4wRlvOpyz9P2p2yKkALCjqX5fVa8GWFApjBEb0eZdynX2xWZeQ0miuk/asm3LX8BGILPZPIoXdIPP7t5fkwLnVbmRtG7ju7G8OwmwbLC/+7jE3KP14qTBsYJ9V+vf/8ZBuFNKNBgDOo3FNsX+tu0GJo4g4iq7YbXelsnuN+PstBzFRTw45AFEHskseDTxdEbjad8G+3Od7Lco5ud8OK9QuPYPuOehvUnkJiUH92wHXoBWq/1mfxXlP8CQsEaTIU7LNdtLJnW1WGeOnyAKI7Xeqd35jDIK038LccjXwvmfRytucAaA+kLMkldv6yegehMqvUwFayB4IyyFJDtBkzrKNAKFQuLu6W2OQSIyQCCMxKCSp1Zu1NycPtZa+vu68bUp4vWvMW9kHSRpL1CkwORAyGtHrM6unT0iZg0DHuhFFum2TN0ZbqgizPZ4p75ft9283EazI25AdO6h3dx755cbcoOwE8Dv1mJ4Fsw9wLj9P9v58j+P3sUZd6YNTfuzjDaQOpC/GfONej8dDx4FcXg5A1IH05LEsoI9V85Ufd5lNZ5dLBAY3ou1FUXeCqZ069wZQeRFm0QMAfWtT31UlMZnlwu5DehcAEz1dDkqonosvLwGSH2d6ICLBDMC13FqUb/i5y80CHlumRAnP/rW82plrrn+NqUkwwsbo5Hqs1SVBGo0tJJuzbWc6cbISK77l1DZqG4g0WZsSEZPStSE7om/pElkYdb8fnJ7LMNe9ra05mwaG1HRJSfv9nbVVSAd0MmCVkz0L2rZz5P3eY5K3bdUZ15kgIZUgda7bDHgI82uQ2yyPgxbA/PoRuW4zAKoS+1foTOcgkBqU7eM2B37WJbhzzGZuwT2BlG1N3iOXl8HvB0DPPkDqsUg+3g7A1IH8fZUDEHUgj79cQdzYoz/FDm4WV3LKxwkA7rImPRbXigVYl1cvd/3NLUJm0PZu+gCq91EGfHa2T2SB8XLHdJbCoLOg6e3wLG+tQRqNECoDFdvbKk2/9tu2dlyGwS+3+PQtRHnAdl+H7Ln4Bq8lRWQgbC+dO88vDLvcXoOuTsitefZzsw1M75Qr93nszMz7RmRbqZaB2Kork8sf+60GNwdWqcdXzAHFwZNGDkDUgTwhsveCu5sj6rEAqSs5qxXBlQCeR9WWuXK21/bbT+/u2Kv9JGco3wYeBAhj3XD7tdpkQCT///bvdM96YozuxQzpLO5I7AMyBi1hlxOTVfvLuaEsdAKE7Fvw9rmVg9QJex+gt7V/0Ep42TbtAUQHr8nKgIUOa5Gybtorv197S36OK7UWPRZ59HnyjQKaXUS6B/ItlwMQ9eSQAxB1IF+XDC7ST+xia7frnUWK+9/lYnb8P3tS7wUV7940L7fx9/h1ejw7uhdXY3rWHT1g2Eqxbpu+O2gvYNIv6aF7Ac0AshcOo0GkwHaKi51kn3s2OQMiaUaymbc5laCE2gU4tLCWqt71sROADOo1lgFdJ724phxIWbfX9rZKoeixpQ+0f7ukPSBkLVz9OLe80K9BbKcTG9g1+sBr752kz1/WD1i3AeLADsvcoI6dlrHtOneOs8H/bwfZ/WD0weP2t5h9Kyw9X+85DqxQj7eIg5ioJ4kcgKgDAR4bENq5YD76U+vg8QMujCtyAex8yt55nsENbXt8VJ6t1Vc1aNnJY1bymJ/trqAej5Lp0wBYvdLG2Awwu/cLzaYIBDKP3cmDqXPKAzKwkJVbUcJHCmd7zE3mfsv5liyVAmhpgZQFDKoXE6VwANEDJB3dwBdlQKCEjUHC5Fcke9QEOWgRaKSR2R3MY7h8HGPpE1KRoun2gI9A4BgPx9hgc41BmH4MUh5/BCkS1bOc2QxAG2uV33dtUlL62VgKN6NAsH2aYu9fDqDyvkBaYkyV9Z0UCiW9nqtN5wWFB4C1DR53sh6Q5FQEg8V4t2XoiSzUXvSXSJMfPxinlsXH2bioHbFMu8ZbPpYVu93Pg7/dmUW6HzBjx+f9JAxzRb/ZqeGxzuvBVh648w7k76ccgKgnoVSrVarVGp7nYcubdNna2qLZbHxd+vKFslKpUKlWCXxLjBlFEVuNLbY2N7/Ollq9pVKZWrWCHwQIIYnjiEYjZHNzzRYYZo8nWdNDDDukH5hbKpWoVnyCQhmlPKKoS9SVrKwsYExqN95eyvk+Lcw22DygXApFEPgUyw7l0hC+W6IbdfCTCS4sP0iShmAkRnd7LrNBssb+ldtgbUc4KBmghIfnefhlQ7UyRCdapOgeotVqEW1J4iQiEV2gndUc3D9GRgpl9YkCniniuS7U29RLo6xHjzDsHafV3oS1gG7cpSs6ICARUZb3lnUx27PdpHBwRYBvShRMgYosEY/EBGUfoVJrtWpJiusOC901Oli9qYgQIurfOvpgRGLJKx0R4IoSgSkSiIAbJ45y1l+l4JRo6hVWm/M4jRHCMCQSbQuiRJQBnkHpW/xsmy3/lCt8XFnk2sr1LFbOEHhFummDjeYSsjNMo7WWcVqBlgaRJjv02rGSDzlLmOplSQEeh0ZOEXtLFIISUdKm3dmg23HZ2lrDGIHOMHmeVbi/yG3JDLXaCMWSQxAU0DqmGzZptmI2N7e2tS0fU715sotscyCLVUgq5SqVStFyvglBFIU0Gm02N9d7d6n3+8cQi1UslahVawSFAIHI5nKDzc3NgYeKxw6mgqBAvV6nULBrRJLENJtN1tfXvy4Cz+8EyQvBP9E6DuTy8oSCqPe///28//3v5+zZswBcf/31/PzP/zyvfOUrAcvC/RM/8RP8/u//Pt1ul9tuu43f+I3fYGJioqfj/PnzvP3tb+dTn/oU5XKZt7zlLbz73e/GcfqX9ulPf5p3vvOdfO1rX+Pw4cP87M/+LP/0n/7Tb+WlPi5SKBSZnZ0lCIJd342NjdFqtbhw4fwVE2/m4MkPAmYPz1IoFnYdMzIyTCcMOX/+ImHYBmN2PXXuZiq3T/GO6zM7O0O5XNyhtcTwsCTqjjE3v0KjsYYweXr/3psDvVR5B88tMn1onGq1yCBAKpXshjE2VmVtOWJx9Tw6jdAGIO5lOQ0yR/fYqWWBwK0wOT1Cueqhdd+C5RdKSNHh6tETyMVxHly/k26ySUyHVEfZxjnAdi0clApwZYCvqtTFJEPTFfzh1BbRNZoSswgE1doYctrHLJRoLG2wpBZos0YiY4we7GPZY/8uqBo1M8E4dcrjI+jJkJSQlISCOQVCUK6N402VCRY9NpeXuZRssaEcUhNZa1QaQpYp6GTXX5TDDKejTHhFRkbHaI8JurJBSoQxmVWtonCnity8OsHCwjwL3RZryiFEok1MYrJSNggLQqSPr6pUGWVMD/O8Y1M8VBYsqw08o0nMOoFwmakcw58u4a9VWJ9bZEGvsakW6epW1hfdXjadEDkTekBRDVEzEzxj9DiXxjfoqCXK2sWYLkU8iqUZlPSIWiNE5yQL+hwdvUEXS0JqsU/au38is2q5qoDv1DhavgGmVlAqQpsKxmg8ipTLRYSQdMNxVi412WwvkRKC1qTG3T7eeuM4s/RJn2pllImpOr6fg3ANuFQqRUbHJJ1OzNzcEu32psU4uSs3t0ztw+bveWVmZ6coFgO2PzyUGBkZodud5Pz5OTrtBr1ixhmQ2ndeC4HjuBw+fJhqpbwLIg0NDxNHMRcuXqDZaDwmq5RSipmZGer1oV3fDQ0NMzU1zdzcxa+7EsOTWZ7Isi//6T/9J9773veysLDAjTfeyH/8j/+RZz3rWfse/+EPf5if+7mf4+zZs5w6dYp//+//Pa961asG2mH4N//m3/Cbv/mbbGxs8NznPpf3v//9nDp1qnfM2toaP/qjP8qf/dmfIaXkH/yDf8D73ve+HpP92bNnOXbs2K5z33777Tz72c/++i70cZAnFETNzMzwnve8h1OnTmGM4Xd+53d4/etfz5e//GWuv/56fvzHf5yPfOQjfPjDH6ZWq/GOd7yD7/7u7+azn/0sYMsCvPrVr2ZycpLPfe5zXLp0iTe/+c24rsu/+3f/DoAzZ87w6le/mre97W387u/+Lp/4xCf44R/+YaamprjtttueyMt/TFIuVzh+/Phls9BKpRKnTl3Fww89TNi9PItwj4W5WOTE8RMotX+gbiEIOHXyBI88cpZWu9FbcHcr7QMoP6hx4sQMjuNsW4wHZ7Xnexw7Os3cXInVtTmEibcDqfzpWijAQ0mHYmGUw0eG8Dwve6Lf7m4BjePC+HSJmn8Lj1z6CnHazGrsxbsAlJIBripQ8w9x7ORRYrVqU/sdt+fe09q6qIzRyOk1Xl18JX89/7c0xQLdpGl5kvKSJFm5kEBVKaphZvUsR44dY6lyHiWcjG3cchmlJKSma12Hh1KOFU5x6VKRh0wBrRIiIbPiydiyLKqIr6pM6CNcXS5zePYoD/tbSGoEZgLXuEgEqdFEREQiQk/As0ePM3f+HF/d8ElVlw6bJAhSk24ryTKjp7hh2Gfm0Az3KgiAmq7h4SCFwBiITUIkYsKhlBePn+L06dPcve6yLAISGdl7rS0vliMLFFSNITPNcW+IH7+1yH/ZCBAippa118VBG0MiEjp00MMJzxm6ljOPPMx9WwFrasUW+wULQIXBUQU8WaTsjDOtZ/i+66b5mLeFYwSuqGUM6f0+jk2IW4koXC04cf4GvtQ6xwZzGJ2QmK6lPMAgs9/5TpmyM8nzhp7FxcnTGNweFYSUObu8ZVVXpYSZYz7D52a50LqbbgLGdLYDd+iPNxUwMXyS0WmJELm7cXsGpCGhWHQ4ceIwcxcqbGxeItUJljU+L/7bnyMWQCmKxRGOH59EypzdX+2ad74vOXnyGOfOXWJraxVbcuky8Y1C4Do+J08ex/NyjrPd4nkuJ44f59z5i2ysr14RkHKUw4mTJ/d8KOwd4zgcOXIU151jeXn5svq+0+SJion6gz/4A975znfygQ98gFtuuYVf/dVf5bbbbuOBBx5gfHx81/Gf+9zn+L7v+z7e/e5385rXvIYPfehDvOENb+DOO+/khhtuAOCXfumX+LVf+zV+53d+h2PHjvFzP/dz3Hbbbdx77729+//93//9XLp0iY9//OPEccwP/uAP8iM/8iN86EMf2na+v/7rv+b666/vvR8ZGXnM1/h4yrdd2Zfh4WHe+9738j3f8z2MjY3xoQ99iO/5nu8B4P777+faa6/tIc+//Mu/5DWveQ3z8/M969QHPvABfvqnf5rl5WU8z+Onf/qn+chHPsI999zTO8eb3vQmNjY2+OhHP3pFbXqiy764jsvV11yDUleWMdTtdnnwgQfQ+wTA5gulVA5XX3WVXRxznqSBJdIugv1yG0ma8sD9D5Kk8e5HnAEAhQi46tQRCoUCQjoI4SFFv++0TjHEaG2Lteo05eyZTRqtefI6d714jMwCpaRP4A5xaHaYUrmEo4r4ThlPVixpI5CYkFi36CZN0tTWW+PiDPdt/u9ecVgLdhRKOgjpUnCGKTtj3Hj4WWxWThOoKlU5xYQZp6DshtlOEzbEJhssEabrGDQ3b8zy4bk72YovEactW9AXUNLHU0VG1DGmGeeWk0e5t7RC1YxySA1xqOQw4oMnDe1EsBTCpXbMImu0xBY3NXz+7twq96SP0NbrxGkTg7GARNapmlFuqozykpMj/LUuMSIqHK24nCynHCqEFJyEVuJyoR1wuiE514rYMC1e723wVw9t8fmNdTbkCh29QaojPFmkKIao6xGeM1LmtpMefxzOMuQEHC07XF1NOFppUimERLHDfKPM/Y2Ae9YT1pOQ7xta4Y/v3uDBzZSH9UXaZp1It1HSoyDr1PUoJ4I67/mRJu/+9FNxcThUKHCyIjha7DIcdNEIFjsBX91wOduIWTUNXlvS/PndFznT6HJWnKGjN0i0ZTj3nRpFOcRhPcO7boL3p8O4uIzqcQ4VCkwWBFXXjs/NWDDX1syFLVbUAt1GTHU+4iudOVbTM7ZQdFZWxhE+ripRdad47cj1fHV8HiVdAjVEnXHqpkYxGxOdNGFdbLLBAu1klW7YZfO0YiF5gE6yhtGxBT6Zm1dJDyld6sUZDh2rICWZxauI79RwhN1IUhMR6QbdpEmStonjmHOnl2h3V7P4re3FiO0DhsBRZU6emsH3XMisoXbOqV7wui2WHWNMRJokPPTwJbrdtT6Q2mNOCyQnTp6glFupH2WdMMbwwAMPW6b0yxQ3FgiOHD1CrVbfc43aSx5+6GFa7eYVH/94yre67Mv3vvw2vvyaf/QN60q1Zup//s5jKvtyyy238MxnPpNf//VfB0BrzeHDh/nRH/1RfuZnfmbX8d/7vd9Lq9Xiz//8z3ufPfvZz+ZpT3saH/jABzDGMD09zU/8xE/wkz/5kwBsbm4yMTHBb//2b/OmN72J++67j+uuu46/+7u/4+abbwbgox/9KK961au4ePEi09PTPUvUl7/8ZZ72tKd9gz3z+Mm3TUxUmqZ8+MMfptVqceutt/KlL32JOI556Utf2jvmmmuuYXZ2tgeibr/9dp7ylKdsc+/ddtttvP3tb+drX/saT3/607n99tu36ciP+Vf/6l/t25adtei2trb2PfZbIWPj4z0A1Vu6tqck2T/ZW9/3GR4ZZXVledcCNmgVGh0d7wEogcoAj0M/e8jWF7NByxpHKcbGD3Pp0pnsYXjQ9ZYDKJeJsZkMQPk4qoDvVPFkCUcGGKOJTZc4bRKlTZK0g1QR9WFFu1Mg1TbORvTcbnZDcFSRIyM3EpQ38JwKFW+acX2YcVWm5Ni+aSQpK6bJin+RrfgS3XiL9vA5Sp1xmtECqZZoncU+SRdHFSg749xYuIFm7TwFOcwRcw3XlEo8cyRiPGghBCx2CjzUnOCBjREe5iIbeo47i+vM6lnOOF3aQhDrEInoWV9mmOClhwO+UNpiRE/x1GqdF4+3uP7WBdQtJzHDdcT8AtH/Ps/ffXWSzyxPcF/b5U5vkzcc7rJ4eoo16dB2PLRJ8ESJuhlnQlb4gWtX+L32caa8Is8dl7z8WedxfuTlUOi7Y29cXaX7m5/hL+86zB0rFT7acflnt9zLhU9OISPFlnSJVIeACsN6mOmgwJtfNcf/+PKLmSz6PGdM85IXXES+9bXbxs8kcPPf3M7HPujwueUif7F5iB96/UP89p+OsbEyzpp0CFUTj4BqOsyUV+L54wn/9VPPoCAl19cCXnN4lZm3jKBv6pvgrwJufd+f8FdfmOGzS1U+3uzy1hu3+K2vVtnYmgApiISHQVMRYwynYzx1xOd31w4R1GKOyXGeNa544dEFhl5cgauPgk7ha2dY+ETMX18c44srHhcr8/zw9SHv+eIEHbWBQJIIRWpSPFWkqIaY1bN8KVijoALq8hAn5QxX1x1OlSMmCi2MgaWwwAONCe7bGOFh9wxbYo6bD53gT+bWSUyXhA4gMcbW13NUgKeK3Dz6QhblnThOQMkdZ1TMMi1HqGRjuJWkLJkmS/4FGtE8ggZXTd/CPec/TaojkjTpzw/ozY+ZyZP4vs7i+gJcp4TnVHBFASUcUpPYB4y0QZy0wOkwMhJw6ZIPZA8ce8zp+tCEBVA7yWh760SWVGGiLBYuZXJyjHPnL8A+liiBsLFVAwDqSta1yalJTp9+eE+d33FiHqeYqMwSlcfNDkpeJ3VQoijiS1/6Eu9617t6n0kpeelLX8rtt9++5zluv/123vnOd2777LbbbuOP//iPAesNWlhY2LYP12o1brnlFm6//Xbe9KY3cfvtt1Ov13sACuClL30pUkruuOMO3vjGN/Y+f93rXkcYhlx11VX81E/9FK973eseQ488/vL4FGn6BuTuu++mXC7j+z5ve9vb+KM/+iOuu+46FhYW8DyPer2+7fiJiQkWFhYAWFhY2Aag8u/z7y53zNbWFp3O3i6vd7/73dRqtd7r8OHDj8elfl0iEAwNDWX/xy4yQlnQk70QKgNCfanXa73fD+oi14GgXq8MACgfKQo4qozrlOxLlVCysA1Y1Wpe7+nXtmUwHsrGfBTLEjJXWcEdpuYeZlKcYkaf5LC5iklxkpo7Q+DWUTJACEWtVsZzq0jhQX5N2JcULp6q0PEvoKRH2R3niD7JUyt1bh2TvHgy5sWTMc8dkzy1WmfWnKTsTtqNquxzSJ3CU8WeNUBKFyV9XBkwoie55egYUriMcYSn1Eu8ZmaT5/6w4MS/v4njv3Qzz32bw/dcf5HnjEtOyBmKchjhxzx7qkrNTBCoOp4s4sgCvqpSZoSjFYc33tTGo8DxQo1XTW/x1J+ZRvyz16KvvxYzNYW+6ek4P/56nvsjkpdMhMy6dQKvwPO/B6b8AnU9QpEaBVmjakYYFRWmSw4n/s3zKSqP64ccXvHCeZwfe/02AAVgRkbwfub1vPrZF7iq5uArh/H3vJkjZcWoKlLVw5QZpq6HGPMCZktQ+T++D+W5XF8XvOwVK7sAVC76u27lZa9Y4fq6rUE3/BM/wLNHGox5AXU9RNWMUNXDjKoiR8qKl31vl5ZUHCoGvGJmnelfeRH6pqfv0uv82Ot5xQvnuX7IwReKk//Xd3FjPWFUVKiaEQqyhi8q1PUIU36B1x1bJ62ljJlhbhpVvPaFc9Te/Sr0y56Pnj2MPnoU/eoXMf4fXs53P/UCNwz5VNMh/vPCKEcrDmVG8FUVRxZwZYFA1amZCZ4+7OPXoCiHOSFneM645Huuv8hz3+Zw/Jdu5sS/v4nn/rDgu6+e41ljill9GE9W+LJ3hhE9iSsDlPR7Y01IF08VKTijXCp/GSkVBWeEKU5yrT/OcwfG8K1jkqdW6hzRJym74yjpEfrn8VQFJb3enLBz3ga9KxXgFi1okyLAd2tU3ElG5XFmzFUc1qc4ZE4xrI5SckZxVBEhPIaGhlAqYBuH2cCctvMy32Tt3JbSR8kSjirjORUcVUbJACl9cqZ3a7V3+nr2cAAOrutXuq6Vy2U819tzTH4nijGPzwvg13/917ftabVajXe/+927zrmyskKapnvumfmeulP222MH9+D8s8sds9NV6DgOw8PDvWPK5TK//Mu/zIc//GE+8pGP8LznPY83vOEN/Omf/umVdOc3TZ5wEHX11Vfzla98hTvuuIO3v/3tvOUtb+Hee+99Qtv0rne9i83Nzd7rwoULT1hbXM/rB8kPmtKzRSdPxe4XvbVSKBS2A5wdIhAUgiD7nQUqjpMHQ1fwVAlHFWzquHB65/R9HynVjoVR9N5L4VIs+pn1KCBQQwylY4yrKpNBgcmgwISsM2QmKKghHBVkgdiK0fKRDKAp8kr3NvBb4akShcBatipijKlCwNXVlJtG13nGqQWecWqBm8bWuLaaMFMMqDOOKwuA4MbhaRxZREqvl4FnY3YCRlSJO7oNPFFkXNa4rppw/LtC9HOfBdUKlMvoW26i/P3XcvP4GjNlhwrDAHzPdVuUTQlflDMQFeCKgIIuMVs0fPBrJynrMkfLgpPPa6NPHN/zXuhbn8lTb1jicFniG58P/r+zDAeCovAomDKBKVE0AWVXMR7AR392k5Ljcm01RP7Qay4/ft7yAq6tdCkqh//91q8x7muqnqIsPAJdoCw9qp5gupBy59vvpuwqrqu14PtfefmB+f2v5Lpai7KruPOff5VjT9mk6gnK0rNtFR5VTzHuawr/+HUIIZgpwpEXp3AZt7T8oddwbTWk5Lh89Gc3uW5slbKrKJqAwJQIKFMUHsOB4MivvgKBYNT3efrwJvKHX7Wv3uI/fgrXV7sMqxIUJbNFQ0GXcEWAIwMc6eOLMmVT4ruv2kRJRYVhZsoON4+vUf7+a9G33ATlMlQr6Oc+i/o/nOXpQ1tMFwNKchinIBlR1uLaL/WjbMEbWaQqx3FdG1helHUmVIUTVcFNY2v9MTy6ztXVlKlCQEWM4agCQeDhqRJSesht88NahRzhEwQ2qUJKB09VqIgJJoy1BE4GBSbdEiN6lLIax3fK2Xx3qBRGsDQf9sGqL/Z9vo70SwP5mQuyjKdKeKqIowKk8BHCI88+LBTKmZrta1C+jhQy0N8DUI+yruUSFHYnv3wnisFakR6PF8A73vGObXva5ubmNmvTk0FGR0d55zvf2XM3vuc97+Gf/JN/wnvf+94ntF1POIjyPI+TJ09y00038e53v5sbb7yR973vfUxOThJF0a6sjMXFRSYnJwGYnJxkcXFx1/f5d5c7plqt9ibyTvF9P6MR6L+eKOlVit/+If1bJ/cES1LuLIkh9v1e9NxxMgNNFlTlAEbssDgptZ3ocfAsuW6bqZalzONRUJKiY18FJfGNh4Of8fBkBWlzl+Ve14NEKbsxucan6AjqbkJ9uIN3yME/7FAfDhn2EooOeDrXDa7Ki9/2wV4ezCsRGGUQwiFQkiEvQh4Z3XV+feoktZEOZQdc4yEReK5ECoE0NnbL/nNwEDjSYITEQVFxNPLI8D59ZsU9XKDkgGMcEi1tNTxp26hMVlQXgSssA5MrBcNBSI+Uah8x9SGG/AhXSiLj4EuDK0EKiYNACXAkONLQ1Q6ehOFCeFmduQwXQjwJIQ7CFzgSlCArACxxJfjSoJRECUFJGcSR3YGp2yS7LlcKUqFwXJ2xMSmUsbUHHWn7RxWLCCMpOILhauey4EwfP8ZQEOFJiascHGnItNlRICTSCKQQuJ4tW+Maj7IDtZEO+tTJPXUOV9uUXHCMi6Py2oZ9zrFe7T1hz5vTP7gEFBxFzUmpD4f4hx28Qw714Q51N6HoCFzjZ6BJ4MjLR17k81lk3GCBCSgoh4IjKDmCwJEE0sExfmZZtmvIznVih9b+9xkViByoAymFlwE7Z2CdsmvFY1l/+gftv67l/1OXbe+B7Cd77Wk7XXlggYpSas89M99Td8p+e+zgHpx/drljlpaWtn2fJAlra2v7nhds/NbDDz+xLt5vuxGptabb7XLTTTfhui6f+MQnet898MADnD9/nltvvRWAW2+9lbvvvntb53/84x+nWq1y3XXX9Y4Z1JEfk+v4dpcktgHLBvq22V5KdPba9nn2uyTZ9n5nbFSq06yuWp8oUpuURHdJey8b/G1MskN3xE7ppUujSRJLYGiDZJu0RJutOGGrm9pXHNOUTbqmRaKzeAwgjZOsPUl2bX3CydiEJIltX0c22ehq5kKPi4s1tu4XbN4rmF+ocrHts9bVNOUWibZxbWmSkOrIXk92nalJSU1EqBO6cUhiQhpxzIV2QPKl+V3XJz9zBxfnaiyF0BINNIY0jQhNTERIokPLQ2RCOqLLVixpdxO6ImKpK4m+tLcpPJfNL0cshdAVXbpRTDMxhGlCV4R0RYdQdGknKRsxNLsJnVRzrlFCnjt/Wb3ynns51yrQSTXtKGY9lrQSQ6gTQhHT0SmtGDYih3aU0kkM5zYriNXVy+oVq6uc26zQSQydriZaMLRi6OiUUHQJdUIrMazHkjhOSI1hJRIknz93+faeO8+5RolOqml1Uza2CrQTq7MrOsSiS5gmNBNDHMcYodnqppxZrl+2L+Rnv8CFZoFWEqMjw1Ys6YguibH3LdURESGhsQHhGkNLNFgK4eJcDfmZO3brvP3LnF+tsRoaQpokSUqoE1ITkRo7znrjTUe04wYYSE1MhwYbUcylUDG/UGXzXsHW/YKLizXmQo+NrqYjm9n8MHTTdo8NPicKzV/aJCRJ0gt+jk2HlthiM4nYilI2opStOKWpu4RskaZhxnGmiaIu7Ft2RxNn648NGk9IdUxiuqRpSGrC7G+UUYJkeozZ9jvorz+7vh845nLrWt66bb/7DhetxePyeizieR433XTTtj1Ta80nPvGJfffMR9tjjx07xuTk5LZjtra2uOOOO7bt5RsbG3zpS1/qHfPJT34SrTW33HLLvu39yle+wtTU1GO6xsdbntDA8ne961288pWvZHZ2lkajwYc+9CE+/elP87GPfYxarcYP/dAP8c53vpPh4WGq1So/+qM/yq233trjhHj5y1/Oddddxw/8wA/wS7/0SywsLPCzP/uz/Mt/+S97KPttb3sbv/7rv85P/dRP8c/+2T/jk5/8JH/4h3/IRz7ykSfy0q9YUp3S6XQGrGYZ4/K2TJrBUhdWWq1m9n47kOo/ERqazRbVagVMajN2Upuqn6dba5OijQU5hhSModUOs8V8JyOyAKNJdUKr1cHzfJIkpC1WEa5DRESQ2AyktmjSMqt0kjW7oJuEbjdmsXEhy2jKGJ8zQGWQhMkW7bZPqdRlK13kgq7jbtRpJRWGt0oArEWS803Due4mW+YSSdpBa82nV+8l0m1SE2N0DMIhTUMSoVhwVnhrMMNfmg0W5Qr3bBxi+IsTPPu3/xx1rZ2c+sEFztxR5DPLdc41O7SEpUH4fz4fsKEepqsbJLoNQIi11D2wOcwvf/cD/Os7jvDIVoXbvzzFC/7kE5jXv2TXPdb/+c/427PTXGjGRCLiHf9W8y//ecKG3KLDpu17ARupx3yryI/99lX82luXuHsz4MYP3EPt3bN7Dx5tuPRbc9y3OUqoQ175W1fzb1+4yFoUsSUbhKKN0RqvqzjXdvhH/+Vq/us7tvjqps8N7/scpV/YOyYKoPm+z/HVzRnaacwL/uvV/K/XnmWtm7BJk45oEokCTiS50PKZ/7Hfxxcv5lwz5Y6/m+C5d3zJusb2kPUP3MPdm1N00pA3/u5V/McXPcJG2qYlGxYAmJQNWSQIHf76H30KVT3Ogm7xd2tVjvzG1xj+iQCzI7ZCPvAQZ3+/yV0bQ6yxTtAxPLBpaMoNwnSLRLfRJqUrG2yoVf7jnUdJjrRpeauca47xmeUq7u9vcOTMR5BX2afi9L5LPHRHmTtWK1wMG4RskrZcFsUySdrJxnXaG7+RbrMlFql3J3D8mE66ypxawN+cRokqw1vlbWP4QrzJllkk1V067Ygw2SIx3YEHDDv/7HwJabW61GoSbbp0k002HYdUJTTTGk7qEIuIplynqVeI0ibGRHQ6Ie3uKn229B1z2qS0Wh0KQYARKRiBJiJJQMsYoZ1szsdoE2UPQ/YhKgwbA5p2A7RWq0W1Wh3gWc8qRpo9yFVzPcbQ7rT3G5LfcfJE8US9853v5C1veQs333wzz3rWs/jVX/1VWq0WP/iDPwjAm9/8Zg4dOtSLqfqxH/sxvuu7votf/uVf5tWvfjW///u/zxe/+EX+y3/5L4D1LPyrf/Wv+MVf/EVOnTrVoziYnp7mDW94AwDXXnstr3jFK3jrW9/KBz7wAeI45h3veAdvetObelmFv/M7v4PneTz96Tae8n/9r//Ff/2v/5UPfvCD32AvfWPyhIKopaUl3vzmN3Pp0iVqtRpPfepT+djHPsbLXvYyAH7lV36lR7o1SLaZi1KKP//zP+ftb387t956K6VSibe85S38wi/8Qu+YY8eO8ZGPfIQf//Ef533vex8zMzN88IMffFJxRK2urjAzc9guOD12bLbxv8D2JXB1dW3PxctgyMurra1tWPI8kYKGVHTQZoBfhrS3EeTnWVtr0asjNjhDRQ6lIrY2IobqKdp0CGP75B2qdaTwMKSkademlqehzcYzKVubXZK0A8QwWEdNGLSJSNI2bmucdLhFO15hzoVONMP8yjBFad2LTd1mTa6waRZoxyukOsJ0hlhL7iVOWxgdo02KMAYjNFECm+oSv/dgheq1hjUucnfo0Jof48JHDzH6Scv9tNKd5mwLzrSazMkzdNMGxxvX8oXGPTTNElHaINFdbNkRQ1tIzne3+MXfGyI5nHLOXeETl8bZ+IM6t/zNXzF6bRdV80gWQs7dX+PzKzPctZYwxyJRI+W//et1FswaDZYJdcNyEsnY2o278JF/8EmS8tU8vAV/+MAUL/2Xn+LEq0C/8BYoFREb6/BXX+C+TxT5xOIop5shJor57Js+xlxbsirWabJqNz+Z2H2qVePuH/w4XZ7CQxT5w3tnuO3/+GtmvqeEfkH/CVSePUv7d+/iD++d5aGtGJKEL7zpT/nyeolls0pDrhPpJl3RxAiNbA/xR/dN8MYbl/gfK3U+uVAk/E8pz/vMn+C/4Sm9ODF5512c/q01/vrSFA9vhUhj+KPX/CX3b8K6XKVlVom0ZTJvKAUG/mZpnBcOaT4l1vjKukP0wCTPftdprj/2eYJjLhhD++GUu86Nc/vKEPc3t2jJLd42scC7Lia0xTqxbpGkXXTG82WU5v52jRvWTrAwfpZz6mGS1WMshXWOLtcZ9bMxER3ibBNOtxrMi4eJdYfrO4d40HyVKGnZsdcrEZPa8Wc0ExsvZGX8bsJ4g1UeIaLN+soMZWkf+to6ZF2usWYu0o5X0DpBNSdI0vszSpCU7eVkYlKdErVcqIHWXeIEtI6JVIMtVUDiWGtV2iFOWyRpB2NS1tYa2fzLy9RsXy+M0KyttRgdGcqsQXYdSEWCNgP8bCaxD2LZg9bK6tqe+gbXoI2NDSYnJy39Avm6Ztec/da1tbU1tD6oqPvNlu/93u9leXmZn//5n2dhYYGnPe1pfPSjH+0Fhp8/f36bO/Y5z3kOH/rQh/jZn/1Z/vW//tecOnWKP/7jP+5xRAH81E/9FK1Wix/5kR9hY2OD5z3veXz0ox/dxhH2u7/7u7zjHe/gJS95SW/f/7Vf+7Vtbfu//+//m3PnzuE4Dtdccw1/8Ad/0KNAeqLk244n6ttRnmieKICTJ09RKpWu6NjNjQ3Onju77/eDWXpHjx6jVq0MxB8MPgluB0vNZofTjzy8fRHfpjiLrRIOhw8fYXiomsVS2DirXn04EvuEbuyi2wm7PHJ6niRtZovxDvI/IRHCx1FFZqaPUB8JbGCsskSZUrgYDFpHxLpDklh3RZrA/Nkmm5050jTM6sVlJTQyHh3XKRM4VV44fhtL46eR0qGghqgziad9jDB0RIc2a7T1BmkaokQR80DAffFXaGfWNG0SEAIlXBzpU3EnGTLT/NOrj/LpQhdH+Aylo4w6BWq+gyMgTA3r3YRls0lDrmO04c1pk/9wT8RZ8SDddItUd9EYHOHjqRJFOczVcpaff26H929ci2tcxtwi0yXFqA+B1LRTyVIH5jsJK0kTgeAnr/0SP/fHw9wTzdHCAp1UxzjSJ5BVygxzQ2Gcn/u+NX79C7eAEIx5AYdKkslAU3Y0sREshYq5tuF8u4NE8JPPv5N3/bcSF1shF+VZQm3dqEq6eLJMiSFmxASvP+LyYOkUDRVSo8hkwWeqKKg6GTiPBI80UpbjNolI+PHJM7zrE3Ap2WKBR4jSVmaJ0T3S0VFzmOcNj7IyOULH26RAjVEzzIjnUXLtWGvFmtUoYkWs0KHBzPowd507wwVxmka8YN3XxvKeyYxpvugMc0o8BU61kW5sP5N1igxTMAWEEUSyS4M12nqNJO2gGmPcf+EuGtECcdIc4CTLZlU2BwreENeceiqps9qLQfScsk16QKBNTJx2SNIQbWK6bcFDp+8nSdsZWIn3nR/Hjh6nUsniFbO4pXze2fqOaQ/wtFotHj59tq9v3zktOTR9iNHRgZi+bbFL29eJbjfigQcfwOh9yjkNyPjYBFPTV+aKSZKEBx6434YpPAHyreaJ+kcvu407XvaPv2FdqdEc/bPfekw8UQfy2OQARF2BfDuAKMdxOH78xL7B8Lk0Gg3OnHmEK7mtloFZcuzYccrlywO0dqfLI4+cJk2TfZ8wrdIcSCmOHTtGpVK+rN5uN+bc2UXC7sYAgNrBWE6W/ixsGZHDhw9Tq+8sJZOLJTdMU8HqfMLy5pkBADUYT2ED56XyUMLFd6o8feaFhPUL1lo1cJ+NsZuMkApHlPDOjHB3++8Ik3WitN3fnJAIqXr6fFmmLqa5bfYG7q8vEpsukpxAFDA6d2LgUeSlYYn/+cAyl9QcW8mlXlyaQSOl1wNSQ2KaGTHKP75hmL8QPpFs52kBCCNIRd/dWtAV/mmwyvu/HHEu2mRJnCfW7R5xpRSezUyTJSb0EWaDMv/iaZrfaR+ho1qADerPN02dFToumQpvrS/wHz7f5XzYZFOus6kvkegu2kQIITPqgCI1xplilNccr/C1whTr7iopSa/NVq+9974p8d0u/NaX5rloVmixQTNZJjFdtLaxeI70bYabGmLITPP88Wkujjl0nLVeYWUbkN3vYykU1bUpzp8/y4K8SCtdoZtsZS5e64bKQYenigTOENe4TyM6toZwuvYYIXeNCyEEulPizNnTtKJVEt3JSg3tHm9CCNtuv87JkycxqklO/rqXdDoJZx45Q5x0MCYCTC9+cNccEQopA44fP06xeHlS3k6nwyOPnCNNuv35tt+czubzkSNHqNcuDx6iKObh06eJo27Wwkdfgw4dmmF0dHcix6AkScLp06cJw8tXYfhmyrccRL30Nj7/su//hnWlRnPszz94AKK+iXIAoq5Avh1AFFjf8uTkFKOjo7uyW5IkYWlxieWVpX1+vY/ObBEeH59gbHxsFyu6TjUrK2ssLl3KwMSjDJcdNe9GRycZHx/Cdbdn9GkN6+stLl1aQOvuDgvUXiDKUh5YckHBxNgMQyMBnrfTI+3SbgjmL83TjZs7mKMHn7ZlzxqVAx8pPaaHT1AcjnG9wf4VOI6P05ng0vwC6+GcdYtkVox8Ex4kI3RUoQd6PFHiutINNKeWUV5imafR1vIhXUy7yMmNKnesztGQ63T0RuYi7FszRFbjTgmfohqmQI2arvDMiXFO12JMMSQ1MZoEiWML8rZr3BSlfOLcOus0aMoN2nqdRIeZpURn2VYejgwoixEqus6QLPGimRJn3XEWq5eI81gcIVE4mK7PCyOPvzqzwbpu0ZAbdGnSSTfRJspAaL84sC/KlKhT0zWOVKrMHJrm4eIqnXSVhDjLmVQE8RCnGh6fvTDHpmzQYZOuae7bF44sEMgKRYY5JCeYnJ5iaegcUWpdoP0xLDi8coovrN9FaLaI0iaRbvfcWvbY7P5lY8GROXv5JJOTE+jySgbiBhMsNDRGOH3pK6Q6tv2v4wEr1Pbx1qPsEArXKXD88FNQxQ2kHHBfA2lq2NyIuTiXPwz1Laj7gqiBOTI5McvwSIDjbF8jtNasrqyzsHApq2YwMJcf9cEIhofHmJwYw3Wd7dFTxrC2usbCwiXSdL8g9f2lXqszOTW1K1vMGOv2m5+fe8IsUINt+daCqFfwuZc+PiDqxEd+8wBEfRPlAERdgXy7gKhchBCUSmV837OZO92oF0j+detEgIBisZTxR0E3imi1Wn2r1pUMlR2FUbMfUiwWCYIAgUOcJLRazX58g7m86b+/QQy6ERSQUigEFAoBShZIUxuwmqb9jdGWyhiII8s2yxyMWYuF3TwlCiGkdRn5DsViEc8tI4xHq9kiSWK7mObZVzqyde+MrauXkw1KbI00lVFFKGHTwA0a6WiKpSLdZJWae5xOu4NJLHBNTWxL15iQRHdIexs8Pd4hKTw8VcYTRZsCj9VrvJhCscBG8jATzo102h1k16bcRyIiokNEh65pkuqo59q0QNJBCY9AVvFMAd8EPRqHyI8Iij6x20Jpn6RlcDoOGkMsIroiJBIdYhMS6SbaJD3risyK+TrCAimr10ciUI6iWCyR+F1a6QbdMMZ0rOtJkxCLLpFp26zHLPA7Nbkr1tbmU8LPuLl8lLB9IRVUSjVi1SRMtgjDkLhrei4tbRJSHZKYxFoo97l/UnpZn3sZ/5KiVC6BjEnSNp1Oh7AT9caLyaxExiQ7xlwOpPpjTmT8ToDVWyrhupJUh3S7XdrtDsbIHWM2y24z2wHXtjkCfSsnUCpVeg8ZUdTJ5nL+7RUCqN4J+vO6WCwS+D4IQRxFNLO5/FgKD+8lQVCgUAiQUhLHcW8ufzvIAYg6kP3k26bsy4FcuRhjaDYbNB+nMlK9BdhAu9Wi3Wo9PooHztBud2i3O9vPJ+SOo3YvwnsWOu65PxSdTkynEyNEM9ucdrhbkCA0xljQtXMzy61H284pJHGk2YyaCNoI6aDEbheJELIXpJ7HnuS8QDvbnvMD6QSamyFQYl2so1CIXvp3BhJsARkcITB5kdos1qxXFDmzZvWC/CNFOwpxxCE2zSYKyy9kw5rzjUigcCwFj0kwRtlCvdkrb6/BFgSWCExkaMatrP1dlFEgbC5Vr35b1mIlvAwEZbxLwkFhgZwhJSVFiBhpJFEa0WhsoRvJwDXTuyY9AJiEcJDZ/3PrGRngBdsWYRILiBLD4uaWBXNZ3/Ri8YzeZqGy3FDYPu7xHG0fDzZ+D3Qas7bRGqAZYNe4sWKvtj/mctk5fqwOrTVbW+tZzJLp6ej/ZjuIeCxApdXcpMUVuNV2BHLvKQPf77VG7D1PH5uEYecJddl9u8njWfblQL55cgCiDuTxkz2tUPm7HZN5zw2ov0lsO75nhRo8VX/TG3zf34A0eeHVvuxP5plvnhZ0DZBz7gmIsg3USAQageq1Od/0c9CV61U4Vi856acFOXnsTg4aescIhTYgshivnLzUApPMLWRkBsIkMksNF0b0+sS21ZJV6kynwEHljBSZSzHXKegDQZXpdnDYaw9OSS14tPAJgYMUfeBje9vWYrTndHrtlCgc4+Dg9gCJwaCF7oEoKZQFbDho4dijjEEI2x8yA60y68/BvnSMgCwT1I4EM3AeDUahhMEIB0gyS2i/qO5Ossze6BEKlMJkcVbGaPtbARiNEWJbX9nxp7a9H7w39MZufwz12gg7xq4gVz4Idi8LXoS0sXwDx++l7/GUb9QadSBWLGP546Dn4FZ80+UARP09l8svwgPffQOzcTcg2nmA3JYdtP/xfSuSPU7uAZ4Gjx2wRIjt2Uf5b3MXzqB1TAmVASqx7Xy5i8YCqLQHeOyXugfC8t/mliORxV8p+hYfgbJM51m3pkKQGhCYng4JmKxdfbDj2N/iIDNw4uAgjWKgNZBdfSIsCWMq0uw3Ai0skNJCDwAoB2UUg/8clGVkH7gfGgMGsjBnFAptFEY4WdwUvXtpLUgCJZwe4OsDKLGtnRY6pSQkaGGQpDaIPWu3PS6BjGc8ZwG39yBzdeLYPsXG32lh0CQIk5IX0db5mDGiB4QROyB6DqBE3yIkspJKJgNyOdTXQkJmnbLjLCOMNNZ9uCdg35Xd1gdTdiz1f9sHYbrftrx/r+TBZCCJYW8w9RjkcVoPDuTKRD8OVqTHQ8eBXF4OQNSB7C07F/8rMfnvpWYAnDye0gdQOzc8K6a3ke+0Rj2azhwEOQPxKzKLmaFnHZKZjSiPtdnbtcM2a4kUDo5xkRkQ6LWVPIPM9MgZdaY317FLqxHk5VAcY0uXOMjBMDQStAVXIgc7SWYBsy40OaA3t2xJIxFG4KBwhMQRtrTNQGNJSNFGkZqUvGSK2CfDLP88t0IpY6/ewdmGXLQxJEZkACrJwNB2y43Y0Sf5y76zILD/GUij0YgMoBoQqf3eyH1hRO+35MBa9SxcQmRUAYi+VcykpBlQ3i9eaafu3vtdYzb/vA/Cdmr4uq1HOx5UHrO+x7AeHFijDuTvkxyAqAPZW4zZvXB+Q/r01wekHvV3eaD4Pj83A66cbNF/rMkBxgy4gshcT1jaAxvLsj3OxhiNEYa9zqKFAZP0rCuDem2ZkBxS5bptSR6ZHaeFDTK2evIesLBLZ+Aq/2xQv85+0wt+zvQr46CFtDFSuX5DvwVZn1mXoH2vB/T3XXBpr08sfYFEmgQjBGaPZUZjtrU1f23vJ9PrX2P0gMtz8Bc6uyNp5tzqgw97Pf3YrW33NHfHDdxfq9sak7SQmVWwH89mdoCQKwEKg2OuZ626rFyOTPIyfE6P2pBvHUnlAYB6fOTxiGc6iIn65ssBiDqQK5Ov03y/LW7jCoDULiLBfY+zT+sWEOkriIs12/+fPe3b2Ck18F1maRAJGIEZcOftrTcPsc4CxwcAksmCzqEf/IwAI8Q2ELHXteVZbnl/6J6VQu6K9dEiJTHWwjTo0tN5P+U6SbLw7qTP0I3GAVIxcKzINmsjSTJQlbv0cnce6F7Qu0GTZu1NTDSgxxaXFlkQvAVcJruWlJxYINerRdoDfFavZefWecZbZkGz5Udyy47ebtHKjrHgKc3Ol/b6LG+v/U/WzwP3L3fL7nVP8nua14jLY6PIQF4f8OXgLx9zKcbsHkd5RmAfnPXPsdsKtbM9e8yT/ebXvgDqMczpnQ9VB+68b7ocuPOeHHIAog5kfxlcOK80g2cPwLFtwb8MkNr5BNsDYEbDHtlxZgA8CUzPvbd9Y+pvfFas5coYBVlA76AIIS040XHvvdMLkM5iq0weW6IZTJFHGEzmAszdf3mgep6hFpkIgSQxIb6ooISDYzyUsaAjNVnBaZOQmGSA4kADXg+ISSN6QeUAkeiihSaiQ8GUUSg84yB7Qe95Vl/SozgwJEhh44ccQEuD1DKLWbLutsQkJNhsvTzY3MN+rw02hklaq1FiIlIT9SgOjNAIKUF49hpM7nqEJANNkYh6AMYzXuagVKQ9K5XOajhaWglLeurgkIG0LOkgD1w3aBIRk5puLytRDbgU81cOeva7f7kzMXfp2rG2/Z70wFYe92Zy4KbZTXHArjHXB2v6ioBTT89+82TPgy9HH/INuPMud+iBO+9xkQNL1JNDDkDUk1CKxRKVSgXf9zHGEIYhjUbjMacH71x4g6BApVrp80R1IxqNFu1OxqVwxXFReeC3/et5PtVahSAIkEISRTHNVkqzuc4gB05f+kSCOzeIfpySwHVdyhWPYrGKkh5xHKGjEivrFzEiZ3e2zNgms57samkvG84SX0qhUI4iKEGlNIrnFkniLvXOSc407iU1EYkOM2jST53PrWFiIH5GCoUjPBx8PAKkI6DUZqgyzkb3LEPeFGErRq37pCR06GCEITXRQFdklqws0FwgUcLHNT6BLhAIFyUlnaEO9cIol5K7mHGuodVqU2gYYq0J0wTL69Qd6OGkb0UTFtg6xsUzPkXhUlQOZc9hy3Vxyz7G0QgDomkY1RELzS7tVKCNITJdEro98GDJNg15NqQUDq7xKRifovTxheLm2SG+0k0ouSXWzTpL4QWq6xWSJCbUDkbmYMiCykH3aT4abCSUh0+RwBTxjc/1o1M8FCxScEq0zBrrzXlKzcM04s3e9WuRbKcx2HH/bB/3SUiV8JgtXsVm8RE8v0CcdGi2V4k7HmHYQmdwTeRWrMtMkR6tRsZLVqkMERQMnuejTUyns0WrpQk77Z7FdHDK7UdIa//b51IrFMqUSy5B4COEIOx2aTY7tFtbO/RcgQwAKNf1qVUrFAoFhLAs5Y1mg9Y3yLfiuR7VWpUgKCClII4Tms0GjUbj0X98IAfyBMoBiHoSie/7zMwcplzeu5TK5uYGcxfniJN4z+8HZRCYuJ7HzMwM1Upl13GTk9Botrh4YY4oDi8PpETv+d1muSmPmUMT1Or1XYdOIGh3hpmf26DV3gARZ26fLP+egXRuYTeevP6Y5xYZnxxiaKjKdh6dMkIIhsZO0Fr1WFg/TaI7iNTmkVnpA6mcPVpJH1cWCJwao5N1qkOedXfl1ixRRMpVTujDjMxPcVfjXprpknXnpEkWa5T3qwVljizgyTJlRhgxQ5THqziTCYnook1KmatROAyNVFAzBSrzPs2tDS5GW2woQaJDpOkzPNnAdGWZxXWdYarMlDyC+gjhcEDkdEhExEmeiUBQGR2jkJQYarRob6xytuGypAWxaKFFgjaR7Wlh+Z0cfOq6xqhb5GhFUasNsVYewVdtYtHN8tokcsRBpAVuiUKWlxY423BZiQWbUhJlunOaBCksc3rRVBk1daZLHq86HvC3+hBnvDa+aNOlRRGPE1xNcapKZStha2mBC22fNePQlBDpNtKIHX3h4csSVTPKuKjznNka95Rclv0GZa3QdChToFo/iRQuY2tjqIWQC/Eam3LFWqzSvGh0n5pBolDSxZUlymqc64JTrB1axPE2qetyNiaK1IbKSKFoN1M2L8VsRYvEaYsobSOFIjU7GbYzmgrpoqRHrTTJ6GQJvyAysJ8ChWxMK1rNDpfmV+mEDQwSbSJgb0LLQbZy3ysxNT1GrVraEyi1mi0uzi3Q7bYzUAqXR312nVDSYfrQFMNDQ7sOmZgYp9MJuXDxAp12u9emKwFqUkgmp2wVhp3uzvHxcbrdLhcuXPiGyYSfbJLleH7DclCu+ZsvByDqSSLFQonjJ47vKssyKLVanUKhyOnTp4mi7r7HDRYg9ryAkyeO47pO77OeZMigUi5x6qoTnD59njBsZhhnxwIpBqxPQuG5ZY6fmMH33Oy7nS48TbFY4PgJn0tzVVbXL2CItgGpQaZyKTyUCij7Y0weLmVPwlnmVJZ5lFtCfF/jT8O4fBH3rX+WkAZCd0l7K0rGMyRdPFXEUxVG1VGOHJ8lLCwghIMrCr3stZTEuqmUoXVkne9r3syfPvIAy845gF75F2vBcHFViZIapapHuCoY4vDsEc4XN1E4BKaIm6Xgp6TExMSqS3pYcmNrmqklyT0bPokKCYVECGtdVMLHV1VKDHHYGebmEcnkoRm+mhQpCEkghvCVhS/aGEKtCVVKVC/wggmXU/MX+cxSjSiOEFLRFZJUR3iyiC8rVPQws4UyLxhPmJ4c47PRJCUBIzLAVxJXCVJt6KaGUGq2VJFXP0Vy+uw5/vdSmaXQJZJtJJJIt1HSwxdlygwzLYa5bsjhJ/5ZxH/46+twdMoYQwRiBDcrXxRpTUskJFXNi6eKnDvzCH+3Msxi7BOrMBti1g3nqhKBrDBiDnHcr/N/3GT4L80qjuwSMIYvfBxjx3MiErqiSzwSYgolXr7u8NmlIgtKkeoY0hZI65rNy70EzhBjHOG26aN8eWiJQNjiwIFTt3xfWDdjYkLcWkyxoJl++DCnxT0AdNFIY3pxbGBBiBAOrlNmunottUMROe2GUl7P7UsWQF+puAQniixeaLHenIc04xITBtEDP4MAyqNUGGb26EiPpVywc95pypUKp04WOHtuiWZzDWFiq2vfOS1QyufkySOWpXyPOY8xFAoBp06e5OzZC2w1NsCYRwVSUkiOnzhx2cLqvu9z8uRJzp87x/rG+r7HfceJOXDnPVnkAEQ9CURJxdFjR3sAaq9pkS9Vnudx5MgRHn7ooT0XsEEAJYTk2LEjuJ5Lj2xwEPAI3XN1OI7DsWMzPPDAabSOty+6g/XyhELJAodnJ/H9IHvytn/zgOvUxKRpF0MMxExMFdDxUTaa59GEiMx1kwMokQGokjfG6FSJUqmC71QpOiMUGcI3BYzQhKJNR2/QSW1h4HRyjmdFL+YLrb8hTDYgS0MXQiCy2mtFZ4RhZnjGoeuZL56jqg4xmR7iSLFIKZsdW5FhpRuzyBpbLPKlyhLvuHqK//SAZMWRhGmDxFjQ6sqAQNWZTA9xtFTghafG+QwpsxziWNXlVDnhcDHEdxIakcfZVpWHG5ILrZALxQ6vOuIiBbQ3DrGpVumITQwaX5SpmlGGqXLLqOB1T0n43ZU6J8oON9RTnj6+yshVEbLuolciFh4s8OWVYe7bknw1dPjh55xG3e7RmhtmRXtsyQ1i0SKgylA6xKhb5MUTES99Wch/v+sQRyqSp9Zinn54gerTfcRkDZoh3XvWeeD+ET69XOLznRF+5A1ncf4k4u/WfcLNCdalh6MCHBFQ1XVGZZmnDDn88z99Dh/40S1qnuRkxeNpQ01OHlvDO+yB1rRPaz5zeop7NhT3dhJ++Fku8guauzcqROEkW8qha5oYoympEWp6hJNBnX/7I5u891M3UhYuU944JyqCE6Uuo4EFXkthiYebQzy0lTJX2GKu6/L88ZS/XTpE7IQIIYh1iNGJBWeqwihHeOuxOn9SWsNXRapMMMEwo75L1bNjvZXAYifiEitsBHN0joWcfPhaHnbuIzUpCSB03ON5ktLHUQVG/RPUDmmUUihZpODUKatxAlNEGElXdGizTjtZRcotJg5J4rPjNLtLCB1b4CekjS2ELFbQxXPKHDo8iue55DUhlfTsvBOODc7XMamOEG7I7OwYZ04LOt1VBFkB7UErc6+QuMPs7DRB5uK/3DohhGZ2doYHHuwSx53LAimB4NDMzDYAdbl17fDsLJ1OSNg9YDQ/kG8vOQBR3+YiEIyNj+O6bn+R2WXZ0QjTN8wXi0WGhkdZX1vJPhtwjfV+LxgdncoWx6y0hvQRKKRUNtDVpLaYqu5iSPE8j8mJWS5deqT/9DrYUqEQwmN89Ajlsq1n5zkVCu4wRTmEZ4oAdEWLTrpGO1kjTloIN6RYa9LsFIhT3V/Q83YJF98pc3XpZnRtnsAbZlye5KgaY7qkqGe1jdcjmG8lXBCrLMkzdMQqi2OnGe7OskZqgZWOei48X5UZ4TC3jExzfniOupjmWmeGZ00aXnTNBYITLkhB+HCXex8Z5/Nrk9yzUWFenuGjaYlrikPc04nZdJaItHU3BLJChTGOlQp834kmf6KPc8gt8oIJwcuecwH5tteC7HfcjcvLtN9/O39x3wxfWHb4WEfww7f8LXOfnMGJHDalRypSyrrGqKwwU3R4/Q+2+fBHb+ZIxeENsysc+vlnYEZu7umUwDQwc/Ys1733DH8xV+d/nH4mb/zX57n/Z5o4zQpO4hCKMlVTZtT3OVoW3PLrT+WPfgFmy5LXHVtg5P/7UvBcDP3NzL0NbgCm/s+/5E/PTPI/v3gTL/pAivMv7mQ1LOF0HRqiiK99Rp0Cs2WH156a51M/sUzRLfLcsYTv+u4NzOtfsm2cF4HbVle54Rfu5I/Pj/J7l67mTW+7E/WfHdYX60itaMoATcJIOsGUV+IF4wm//bGnUgoCrq0FvOrQBsd+oIq+5dk9vSeA5378b/nqHwr+8tIQD5sGP/Sah7j436psdcaRShCKBlomBKpOjXGuKQzxkSggqCVM62PcUC/x7OGQ645fIDjpgzaEp2PufmSM21enuatRYKl0lpdcNcTvPNgkUtallebcUUIQOBU8VeXFk7dwr3MnnipRd2eZ1Yc5UfYZsrH3bMQw3zrEWZZZkg8jWOPGkefzxaWPESWtfnHj3PIrPKRwmZ28lkKhjZQujiwSeMMUZZ2AKg4eCRFtNumkq3SidTwP6sMe0aJPqrtYd+L2xBCBoFYdp1qtZO8VQjq9c+YcbHadsEBUOTA5OcrFC3M21m4PICUQBIUSw8PDbFtGLrOuIQTTh6Y488iZvzdB6wfZeU8OOQBRTwLJFxsAhBp4EszE5DXWdJYhBPV6lfX11d4itl2sq6xeL5EDFSULKBXgygAlPZu2rmOStEMMkAGpStXl0oLK3G7bNVq3m0tQ0kjp4jolKt404/owo6JM0bULZDNOWREjLLvnaLBAlCQMDdVorrk0uwmpJmOGFr0itgU1xFrlIUbVKMNylmu9CZ4xorlxeJXhCVvHa22xxN1rde5cG0d3DYsqxJQN42qatlnvg0nh4MoCvqoyJercdrzC/y+GWTHF88c1L75tBb7/db1rC4Cbv3Yfk/95Dm1GaG1N0Civ8qpDsPBQnVSkdKSdSgVqDJsa19c1z3jnMT72qx7XDzm8/GXziLe8jp1ixsYo/PzreO17/4TNz89ylw4Y/oV/zOEv/C1Jo4iMISalJotMBA4nK4bqP3wNpU+t8rzRNtO/9ALMTjdLJvroUY7/myLP+pnTfCoJqN7yTK6p/hWxcaBVoJ261DyPmZLkhlpIaXwU12/y3NEGI+995WXH5Mh7X8lz3/a/+eilCsMzkzz92R/jKx89jDE+TiwpOoqpkuKaaszY//NG7vg/Q05VDN/12g3M61++p04zMsL0L72A573ji/zlfIGh730jz/2LD3Lv5iS6U0alklRoxtwih8uCF/zDFh/8eIGpwOe2qU2OvPfZ6EJhdz+87Pk8dfYhGu9ZY6Nb4Nf+4jqur5/nQrtGKlKEVCRElBlh1NR54VjEn1VcamaC62ol3nB4lZl/fgh9/a3bxsQtX/oywx/cpHthiFanwV8lW0zJOmui2uO0MsbGiAWqTk1M8rXiV3GES9WZ5qQ4ytPGHF4wsX0M37VWp7A6QRJFLKkOa9UHKazaWKRUhzYVIwMXStoizATrCBGgZEDBG2FEHmHCjFJxXVwpiVPNajzKolPAGE0nShkaqrO+khWjzt16gyIU1VruGlQI6aNkYC2N0u9ZuBLdJUkVKS2MNtTrdebmFm2Ga2ax3l6FQFCvVzO99B+Y9lvXsr6sVKo4jnNFMZ/fCXLgzntyyONLI30gj7s4rtu3QuXlSbKAaJEFWveA1YBcLs4AACEpFALy8iRKeniqiO/UCFSNghrCUxUcVbBp8EIBkiCwrrVByoHB4G8lPYpFH4GDp0pUGWPCKTNTcjhWlhwtS2ZKLpOqSkVM4KkSAhelJNOFa3pxTv0sPFvupCiGKBQ9XFVkTI9xrCK4eWKVmZdJit/3VIrf91RmXqG4eWqZE1XBuBnCkxWkUDzvcBVPllHCR0oPR9rYF1+UmSwq/nw1wKfETNHl5pkl+P7dAEJffy0zr/a4tpIwgt0AXvZWlyHPpaTLeBTwKFDURcrK4Yb6Fn/yHwtUHJen1NqIt7z6srfDf/MtXF2JKSmHv33rvUwXNDVPUpYBJRFQchRDPswWQxZ/8g7qnuDaa1ZgHwCVixkf5ynHl6m40HjX33K80mTYg6qnKDkuFVcw6hmODG1i3v1J6h6cfPrm5cdOJiefvkndA/3vPoF643MZ9QwVV1B2HKqeYtiD45UmpVIRJeCqSgfzPXsDqH5H+Fx7zQp1T7Dwk7dTf1mVIR9KjqIkAoomoOZJpguawve+FikEMyXB8e8KYQ8AlYu++hRPP7HIWMHBBB431LcoK4eiLtp7J4qUdJkhz+WFPyhwHcUIVa6tJMy82kNff+1unTc9nRMv6HCiYqjpIdySYrKo8EUZR/o40kVKDyVdPFlmVAzjegpXFaibcWbLDk+rN5l5heqP4ZdJbp5Y5VhFMKbHcFWRoGDHvxJ+j2rDliyy1l9XlSgWCwjh4MgCJTnCmBlluhhwtKw4VhbMlBTTQYGRdAJf1ex89zyqxYlePNa2LNjMjV4sFrAVqxVSuDgqwHMq+MquE76q4TkVG9clPBucLyXFQv2yt7lYLG57f9l1TfRbVtjxu+9k0ebxeR3IN1cOLFHfxiIQSDkYSJ7VeROCPNvHkvhZtmZLHmmf2qTcBx9nT3pS9uvO2RghZQFGlqllMCiRoKTLzmgFpRTpZSpc2NitLIPK+ASOouRAxbFMOIkWBI4k6AZZxp1Nz2nRnAABAABJREFUC3dUvpDb6xAiezLNaAiUclDCIxAONVdTGQ7h2GH08WP2mjohldEHqS+kBEqhtPWRuCoripLVcssLBUsjcCSkyqbKl1woTuzMqhqQo1PUvRU85SCMQhUcHBnbGnPZVFIolBR4TkIqFJ4SDGXxOZcTMzFJzX0YRwZEOPjS4EpQAhwkrpB4AnyVEhsfX4E7c3kAlYs3JfAlRGmA5yX4uV4hcBV4SuP5CXHXJ5DgzJSvKKvHmSkTSIgjH1Ot4CmNqySuFCgBvgTPS1BKIQXUg/2THQbFnbHXF2kftxTgCXCzEjQArgRfGhtXJCQlxyBnRx61zf60oKDAlQ6eSlBSZPX8HCTGlrqRAlX0bRaoVNS9BI5O7atTHh2l5qR4OCglcaTl8MrrJ+ZFrCUOnnKIslg/33hUHBgpt+HIbH8MtztUvvoQtQVNIB2U8RAolJQI3Z///WzQ/ny2GawKl4BAOhQdKLvgC4MUgmYi8IWLK/xeNp9SGb/aPpvt9kSWrHQRVoedU4rUxOwsZSTV5Z/Pt+u98nVNKXXFmX8HciDfCjmwRH0bi8GQpoObus6IATPW5MG/ZntSbLofyslWX637jMrGGIxOe4zTCV1SIhsArmN2rrBxvPuzwTYnSQIYtImIRUQ31bQTaCSCViJoJhAmmlCENtU+C5KNkjhbHAfYoY0NMk9FSpqkpCYi1AmbsaSxFsD5ReTZs8hz5+HCIs0Vj61YEqb2WIOmG9tittok5PzixmhSkdBNQSQpCRGtGNqLl3muOHuJtcihmyYYk5I02sTaEBOjSUhETCIS4tTQjl2ESYhSw3oY7K8zE7G4wGbskWiDa2I6qaSrITaGyKREWhNqQTtxcOnQTSG+eGWgpDtn6GpwVUi76xJqiDXEWhOl0EkknZaH43UINSQXroybJ7nQINTguCFibY1OIolSiLQh1hBqaHddkiRFG9gIrwz0xRe7dFNwRRc224RaEGlt+8GkdDV0UkmSxKRG00wE+uzKo/fDvKGTQpImtGOXOLUkoomw9y8mJtaGpNHBmJRumrAWOXD20r469dkVNhNFREKSpHRTSEWfg0uTM5snhHGcAYSErohoJLDeKsCFReS588izZ+H8Io21gM1YEuosK9Ro4nye9Oa/FTtf0my+28y+mJBQJ7QTGwDfSgWtBDqJoWsy7i2jgZQ4jtmvtqQx+Vzun02bhP8/e28ep9lV1/m/z7nLsz9P7UtX72sSQkhIIIQdCQQCCIgO4PxkEQERVEDBQVEcxxEFd1EZnRlhlEVwBgKJRCIhLCEECITsnd67q7v2qmd/7nbO+f1x77NVVVd3IDEs9X29qrvqPud+n3PvPcvnfpfPNyLW0f5fx9SpfWSh0Tlcbv16z39di6LoxwRACYx5eH425ZGVTRD1Ay4qivB9P142TFIHzCjaNdCMiYugrl5YzsmrYjSNRjMBFDGLdaAaBKqGpypJhluNSLXQJkziEjTNpocxQV8pCdPOpkOjdRi3ISJQDcrMMxvWON2IOF43HK8bTjciZlWVOgsEqoEhJAwjZloH0TqM2bTbpT5MhDIhTb1Mo9EkUi2W5BLH64Zvzw1z5vMR3se/i/ex73DmxpBvzY5yqArzYoVA19Ba85XpKp6uooyP1gGRDol0E980mGtFPGfIw6fB6WbEHdNj8M83rrld8uCDTN8QcLBms0wNA9z4PzXlIKAh67SoEZoGDVGjrkLuWSny4jfUqEUhd1ey8I83bPg4/A/dzgM1h4aKeOrfXciZlqTsKarao4lHPQpZDgwnGmnG3v9EKiHce/8oBBtvVmJ+nruPjVELofDfn8yxWp5FDypBRFWFVALNgi84Wi7Bf3k25QAe/M5aLqD15MHvDFIOQLzr2UT/9xss+IJKoKlFIZUgYtGDY7U8tVodZQwP1LKIT/zbxkqDkHvvH6USwvgfP5HFmxosB4Z6FNLEoymalD3FmZak+ZHPoLTmdMNw5MsZaJ09c0seOsx3j4yx0Iownsc9K0XqKqQh4ucW6DoNWaccBHzhwxZhGLJMjYM1m+kbAuTBB9fqvPMujnw5w5GaoCJXCOoRc60I3zSIdJNIh8l48/F0lQWxSOBFRMpnRcxxsh7x7ZUCZ24M8T72HbyPf5czn4/49twwx+uGJblEpFo0mz5NvUykW33zwiQZd4FqxnPZRES6RUMvsSCWOdP0OFHTHKsZTtUVs57HirVIS62gdBCT9HqzSUyU7ltD4t9DGo0WMciJk0wi5RFENTxdwVMreLpCENWIVHtdMCilaLWqGz7mRqPR9/eG61oS52mMobnqvB9VSSJcH5afTXlkZdOd90MgS0tLbNmyJf7DKIxom7h7am71ZOcBLC9Xeo71Z8a0j6ys1MjncwmIamEijRJBx82nddSXnQdQKfs9oK130QVhFEoHNGqGUikkjBrUxSzKDqiaIdwgjlnxRJ2mWaIZLhNENbQOWV6u0Apr3eyjpLJam9vJi1Yo1Z5MOLzAknWCB3wHb36E440RBmfi1isBnG4oTqp5FvQR/KhOo6qYNcfxVSXJbooQIikfIqqcsZa58VCaYKfPCXmGryxsJbx+hGceu47UgSSb8MEm9x4a47alYe6t1KnIOaxKnn+f8ZgTy9RZIlAxaFWWQkqb+yqTfP0vTuNZQ9y7YvNv/zbOc5qfRb7xRX3PViyv0Pqbr3D9Pdt4sBLRaDVZefdNnKxPsaiaVOUySkREuoRsSWwcqh+5jkbrKr62lGHsHbcw9Z4rMENrgY88fpzD7zvON1ZKtDyf2q238UDVYqYZsaRaeLJFFOYRzTS2dHjyqWmCVoqvLeYZ+fUbGXnvs8Fx1h2Ti79+I19bHEdoxcqhw3zjm+OcbioWwxjoNFUKmhkcafO4t32WIecqjlQL3HLDEM9MfWFNdl77Xpz+r9/ia0sj+JFm5R8+yVdPjzPfigFNQ1ZQJsJVKex6jls+VSSdaTIjBTfOlHjhO77OrtcOoC+/rP8+fPFr3PMxxZcX8ixHdX71J+7m9z42zJJcocEKgarHQMKWzAnJl+YnUYFNZWKOeysZ5Klhrnr/Eo/Zdx2p/cmYONjknkNjfHWxxMFGmYZY4lmyyEfMLL6qEioPZcKESBN8VaFiaZ7SuIaD7nepRTMcdhyChW2sBPEYlj1j+LiaZ0mfIFRNStXdHIu+QKhaKB0BXeAcAxswrQFMwUdpj1awxKJraMkKmaiAjUNESF2u0IqW8MIK2ngsL68QqSYQrpnP8aRWVMo+w8PE81/HpXTaYKo/Oy/E6AiDYnl5JZnDbQC0ihzUwMpKhfHx8diN17Y8bbCuAZTLK2j940Mf+XCUJ9wscfjIizBns+VuSkeq1SqlUgkpnTWsuv8RIoVk3/79Ha6WjfhUIO7v8WNnTwXuZsEI9uzZQz6fZOklwZ1d6fJEATSbHocPH0k2BtOdoT08UXFgeIbtOyY798ySaawkmwdAmQClArTx0TrE933mTkWUmyfit9lVPFHgYNsZcs4og2NpRkdGcO08WXuYPMO4Jr4vLVGnaVZiK1pURynFwIldfLN1C14C1vp4okSKnDvGoNjCpeMXszR2mqw1zKSaYkc+QyF5xaiEXU6gOgsorfmppsUHDi+wwAkCVSXUAUJIbJEibZfYqnezPZPnGbuH+KaTZ1gU2F10uKAQsT3XIGUrqr7LkXqWQzXJiYZHzTR4vjrNF6cNX68sU5VLeLra4YnKM8SQKfGs8RQvuqjFJypPYCxt89iBiMsnFhm8WCMH0qj5JvP3prljYYj7KpIVP+I1e2/l+lvz3DhjWNQ1anKZyHikKVLSg4zYGa6d0lx9dZ2P3fV0hjMWl5RCLt8xR+HKPEwOQa1JcOc8D9wT80Qt+5rXXnE7n73e5lvLDvfV6lTkCj4NLOFQ0EOMyAIXD9i84bon8U+/UsOxLfYUJFcM1dmzfxl3ZxaUpnXI4ysPbOHuss28F/HqiXv5xB2Gu1fgwXCeOssdnqisNURRD7M3Nch73ljmz79wKbZlM5nOsrcgOVDwGM3GVqm5RoZD9TQPVBRnghrN5QZbmgt8banOtDyKF1WIjJ/wRKVxrSKj7OCNOwf4VFaTcl3yjDLJCOMZl1KCKWsRzLdCps0CFTNDo9pCH7U5Ku6jEcwnOruuMsuK58BIag/DOx0cV2PLDBl7gIIcJ2PiKgSB8KizRDNaIojq1OsNzpxcoREuYHSI0q3u/IAOT5Rj59i2fZxCIdPHE2XJVIekVGk/qZvo0Wo1OXZ0niCsJJl57aLMPWuGkAhhsXXrFoY6IH0dnqiedSIMQh48dIQo8td9ietdg8YnJmIg1Tm2VtpnKqU4ePAgYRis0+qRF2MMWodUKhWKxeIj+l233norL3v287nhSb/wfetSRnPll/+C06dPd1/EN+VhlU0QdR7yaIMoiEk09+zZi+u6G7ZrNpscO3qUSJ09QLo3C8d2XHbv2kUmk8TtnKVSux8EHDlyMibR6wVQHaVtxvI408eyMuzatZVcNtPD+SR64i/iRTsMQ85MN6nW5tDG63NN9jOWp5GWS9YZZmyqQLGQ62csh8S90U4tB/v0Vh6ofQMvKqO1n7hButQJQjqkrDyOlWNQbmP7tp3o0hJCWNgijZWAvm5hXYXA4cnVcT594hhLnKKlVohUm7FcIKWLIzPk7TFKZoR9qWG2Tm3hTNFDYpM2aVImZsCOUHiyRYCPMBYHaorllRXuXG4xLY/j6SpRwuFjyTRpWSDDALvlBJcPW2wZH+EeMYwUgoxlk5YSKSHSBk9pPK0QwFXWHLPzC3xl3uJIsERdlhP3ZoAjs6RFkaIeYG96IGYsHynyVb0TgSBjSdJ2HCyujcFThmYUu36enZ3lyKk5vjxvM+/5TMsZPFONS9YIm7QsktcDTMgBLhqw+ZU3BvzVDY8jQOMIScaycJMA5EBp6ipCG8MVqSZHT5zijiXFfNRkQZ7E0zWU9jAYHJkjLYsMmQn2pAf4lcc3+WB1D6Htx7X0TArXOAgEASGB9PFpEVVgV6XC15YazMpT1KN5Qt1C6yBJpHCwrRQZa5BhtvH8ySm+MbiEtFTMLSbixAsAlbiZtQlotSLEkSxHzX140Qq+qmM6buk2FUGXsXwq+xhyW5tYCUiX0kIkY63NWG6MwvdDZk5VqbZm0SqhIiDoc731MpZnUiW27Rghk+ldI7oJJCaJLwp8n+PHZ2l5lX6r8lkYy6V02LlzG4V8btVnPWIMUaQ4cvQYntfcEEB1VCDYvmM7AwMbu4+11hw9evRRLf3yaICoz175+u9blzKaq77y55sg6hGUTRB1HvKDAKIgzkzZsmWqnzcqEWMMCwsLzM3Oos25Td69QEpaFpMTkwwPD625PmMMyysVZmZmUSoJKD+f2nkAwmJifIyR0ZGebEFN+222XKkwP9vEC6pJPMXa2K7eumDt2nm2lWZouMjI6ACrq+AIYVOvBYTLRRYaRwhUsw9AxVk+Vg8HVboDfNJ2iYHBHKXRNEL2vu3H5VyU7zA1v4U764eomYXYAtV22ySg0BJxWnvaKpKSObIMMWqGSBdzyK0hOEmwMAaJjSUchJ9hZM6m2Wwy7dVZlkvUzAKhaiU100AKF8fK4IoMg2YLI6LAVM7GzRSoDWdRaT8OkDZRp+Cv28ow1azRalQ5UtUshE0WrVkCXSc0HtpEWMLFkVlSIs+YGmfUTbOzICjlc5xJj+JlfQJ8tFAII7BwcX2X/WGDheUVjtcMC4FHXTRYEbOEuokyQVI3L40r8xT1cKe/L96p+VdvB818SEvUOu4uKWyyYZHSik+9ssTpRsSiqVGXFRp6sXMvNAZbpHCsDBk5QFEPMy4LPGMqx9cdB11sEehGx/0ssBDahvkM9rLPdLRCRSwmMT1VtA6SQGuTACWnY5EqiFEuTu9kevQM6byJ6+H1jAkM1MqK+kJELZwj0q3E5eatGm90qAmk5WKLFIX0BKURm3zJBvpfeIyRlFfqzM8tE4TNxF0W187beI64OHaG0bFBhofyiA6pazznAFaWlzkzs4BSvWDsPOa0sBgdHWV8bAQp166BlUqF6dNniHosRecTAC4QDI8MMz4+gW2vjS6p1WqcPj2N759fEsUjJY8GiLruyjd837qU0TzlK3+2CaIeQdkEUechPyggqi22bVMoFHDdFMYYgsCnVq2h9Aa8A+vIam4py7LIF/KkU3HsUhAG1GqNJNMmGSYbDZfe8i89+qWU5As5UqksUgjCKKLZUEkJhzhgve2iWBu/RZ9br8sfFadEZ3MWmUwJ23IIwwgT5Km1ltE6QKOSrENFu67eahAlpIPE6vBHtdOnnbQmnxsg4+YJw4ix5n6mwxOExiPUzZhgMAlU14l+kaSYC2HjWlmspEiuLdLYJiYwDTMVSvkh6uFpBuw90HBIN1JEaFqihSeaeFQTy0uISTZYgZ1wD6XJUiJrimRNGldYgKGab1DIlphRd7FNPh7d0OTDuH5bSyma2qcm6zQoExmPyAQxiJIutkjjiDQFPUjOZMlbDhnLIucIFoxA5CwiN0JGErsp2SYj5luGllJJcHYTTzRpUiFKwJlAxnQZIk2aAjmdj3mepE3allw8luUbzYiMm6ZslllqzTJSjV07gVE0hUdTVAlodSxyhjjrTQo3KRIcW9HSJktaZ0gLh32DJe6153CdNA21RKUxT6GxHR8vzp40HoFpEuomgWp2A7V7nl9M9ZHClikcmcURaSblVhZyh3BdBz9q0mhWUH4apSIMEcqoDiDrt0J1QRTQP+aETSZVwkq1SKVclI7wvCrNRpxtZ4zpGbdJHFSbxHP1POnMkfiFw7Yc8gUH14nnjB/41GoNVBSsOv+hzWtLWuTyWdKpdFwyJwyo1euEQb+b7aFm0EkhyeVzpNMZpIwzL+v1+qMOntqyCaI25WyyGVj+QyhRFLGysvKw61VKUSlXqJCQLT4UwLhOW0PMVKy1plqpAbWO660/AmId4NQ50G7fn0hqkpToek3TqC8lXbBBVHobJceTgFWhgS5ZYZ9Oo1FGdXh9Qk+y4lUp00QKixVxR4cHR5uIuKiHwIiYJaq9CcdWq655TKHiIq8ivhfCy1L1PAQjVE0DCxdP+hg0CkUkAjCxZQYJndprwsYWbqcPkQjxEETGRgJ2zaVRa1JkLw1q2NhUhEBjiIwmEFFXD2naxW6FsLGI6xqaGA7Q1ILIGBqRIDIa3TJoY0DEd+9I8kwCo4hQyXOWWDggiMt9ADZufB0GlNAEJkQrQ1MLbpn2iYxmmWUAsgziEcQ8YgntQHtE2MIFCdpYGKFjvq/EshNTE/gYqfGQfKNcJiIkEkvJRl6gLsrxszARKknHB7CElUDq/ucnEYBCm4hQNwlpclgtYlYSV1vHcuQlw6wdE9QWiRTx+DedF4resWbQQqGNoubNQ8skgdhtl9t6kgRct5/bWSOI4tikSIWUy22AdB7B2L11884qBqUjqtUqVaoPa9SyNpparUatdn70Gj8OshlY/sMhmyBqU9aXswGo9Rbbs7TtL/Ug+z5Z3RJMZ4NYe85a/b0gSLTbJVYqgF7Omu63yL5zRULiKUR384yP2T0Wr5420LNZWghhaNP+tXVbbcb1nnPiT20skxwn+S4k0iTATIDAxO6nmPYRIWKQ0O1Dcjw5T5hYk41EtklU298n4him+JhIXHExUWIkwDZghIotXCKFZazYOpK0lwikgJToB69tUabdDmRMMYotUgkeTr5X2NjGSQgt21bF+DxbxP2GGCRqQBtDhO5clxASS9gobCS6EyAdk6a272GPW9q0exNfZ5epKeYZkyIGK51nkIBd1Tc22s+th5E/uf+m0werz7LZOxtiIGYwBoTQSbZZW08/cO+MVaERnaW4m5l2VkB11nmypiGdeQVnAVNJm7iD5z23z9p+Ux422ayd98MhmyBqU/rlfKxPa6q99324Tvuzg6Gztz27vl4Q1O5D35s+8QYVb06yu6GtVdS3CbcBlBSxq6W9ecq2BQoNgmQT1mDi3xAWGtMBYSSuGpHACykspImBlJMEPFtYiGSBM8KgjMIIjWUstIiBlER3vrsNoKSwkcbuAhdiJm9byg4AgsQKImKLksZgGYuICImNbUAJgYnPxjIWNg6WkQmQigGUI2OLitXzjI0BZQxG6+SaLCyj0NhYWCBSMfBDYJm2fhuZgDQbgS0lFl3wa5IIpkhrMKCxUOjkXI2FHVu4TIROLFHxnbcRCeO4ldyTNmC0sdvwCSWi2FssVNJeJnXfFEIYLOg8v3jstEuqyP4xIOIxYERseYoJXOmAaUw8LkwPA3i/+399sCMS3R1rWHKfhdCrMEo7/d+sM09iTWc/1g+mzsr6veHcXk/9+kBqk1X8+5M4Uu37B0APh45N2Vg2QdSPqazvDngoCjY+vz+eKT7Slf5K7d3PN1p0u/X0VvdDtNOue2TtAt7LP9NrJWKV1ahrjYg3755SFgZUstHFlonYGmWM7rFiic7G2QFAbUsUVgI6utYoAGVUZ7PuthdoJO0Xybit6HzWsQKJ2KpjAbbs2HswCJQ2PZaluCRN92wLUHGJkh6NMrFitYGULQSWEJ3H3ebt6rRLzpeJbmk0iHbR2rbenm8Q8V2xhOhYzwwCoeNNXmOQpmsN08iOJiUk0tDTzzY47bkvJrF6mRgY6QTQaGEQMVSjHRQeu3njeCKZWGnaILh7h5PnKHp+T9juV4Pp3ojE2GJF35jr6D/LmCUB/r2gJAZYOnHrPpSYx95EjljTxvOrr/MP4Xs2ZVN+vGUTRP2YSjte6Xs7+dwm/47+Dt9T7PSKZT23wrkWeEVcT2u9M7sZf+3vXiu673djVlsAevSZtgsoQphVlqjk++LvVIlFInFfta81iR/SaCzasTHxORqVuLRMpySDEaZHJ53WxkSd70SQ6LKSlqZ9JcnvAnRsYZAiKT7a0drureq4tmIrStwXYWTnM00c/2RE3L92jzrxx8l3mqRd22WmO7p7ynIkuk1vP0wMbHSP2291X3uvS4mEtT6JUYrvc4QWNsIotLDj/tJOqdcdqGGEic8TvSVJulmXxnRLAPU+w3bNtrZlSKORpj1ykp6tco21z08U9/GrxbQa7d+7VtLVY3Y9F3T7/IcGoGDtHDtPAPVQ3Hmb8siJeXiKB28WIH7kZRNEbUq/xH6E7+OcXrC0pmHy/wb618R69OszxHEmbVdHb1xJb2xS3K67ma2OLxHJJtYO/Y2Bk+hsoLondsb0WInaQcTtDbhdGy22TkgEBkvEQdAisayIJPsr3tANkli31RN309FFmycoCYLuux8gTES7VlmEQSZxRNIQa02sQ23RxnSsMgbTqROnjB9v/O2A8ST4O46jit1rQhu0WLsKa9Pe0ttAJwZPkUiy09obvoBIxBYwjY02MQyMY5/oWotMD3AyhqgDzGIG7DaA0iap0SZsLAMmcUkaNFrojkWvcyeF7t73RJdBodGJrjirrv38EBKdPENMF/rFz7ELnvr/7wdwXQDfP+ba/GRrhnsveOrUsuyO2X5glbjyYG180zpzpfdbur9uEGT+vcQ3bcZEPWKyGRP1wyGbtfM2Za1stDB+Twut7v7EB87ebt2/z/admnYNMaNVZ+M7azf67DLdIPFeoNKuJahNgNIhKqECaG/gffo6gCrZ3E20TqZW0lMRwx5FQIhPQAtfeLGlpef6tGjnyMXf2fv9cR/WprhrYwiMxjMRTR3i6SjOnDPdTbdtJWoDKEUXqCkTJf3oWk/aACcwBk9rmkrRVIpAJ9aiztd3gYrq6AuTv/3kmlWPhSkJIDcKz0R4OsIzcX91L+hI2quea+/9UXSLSfeeE4mQQAT4otW5x5ooua/94+h8n59JQFf7eSgdJoWz4yzN1ed0xtWa8dbOnuvXjekWAO+WPNpAzifbrucbOuesrnd5Xqd/b2vBZjzU9y+xNfT7/9mUWL797W/zrne9q5PZ/u53v/th0btpifohFNd1OzxRAL7vUavWCM9ROf1c4jhOlydKCILAp1qpE0ZJKZaNZJUFazWZZ7GYJ5XKIKVFEIS0moZmq0aXJypR0/M9/e7A9rEuPYGUklzeJpstYMkUYRhCWKTSWOjwRAFovZYnSqNocwa2Y6DaHE+WdLHSLQq5AdJukTAMGG/s46R/nNA0CI1PqJuxZ2g1zxCgRSdHDguHFFkck8I2Dq3iPKXcCOXgKAPOBZi6pNRM0VQRLePTlBDhEZfp6PJEtTdindAcuCZFVrikpUXGspjNtBjMDHBSf5td4olEzYAxrahFmmak0MoQmjCGOybs44mKXYVxzJYrHLKWTdqyKLqwYFzsbArtKkQksVqagvaoBxpPCbSCIOmjIuZhUjom20S4iCSb0DUOWemQtSzyjuSS8SzfaNjkXJclVWfOn2ZHY5RmFOLpOGYpED5SWGjdBpNhDFiEQUiZWNAcUiZNxmTISocDw0XulVVSTpqqWWC5McNgdSct3SIQPoGI3ZpA12W66vkh4vg7W6ZxRApH5Nhqb2MufwjXTcflWJrLKC9LFAXJmApQRnfG82qeKJJgeIhjotrcZNlUETvtk0ql0Cag2azRamrCMOxk93Use9B1Ra6eJ8lvbZ4o10mRLzikkgoHnu9TrzcJg1bnnD6gc14vRwLbsikU86TcFEIIgjCgXm/ge61VLR9aYLklY466TCaLlJIgCKjX63je2YtKb8qmPBR5wxvewEtf+lJe+tKXct1113HzzTc/LHo3QdQPkdi2zdatWymVBtZ8ZoxhaWmJ2ZmZc5JuriHZtG22TPbWx+qRKVgpVzh9ejZmOY59X+fQHgfrCmEzOTm2LhO6QFCtNZifbdD0VjAmiM/pIdzsj9tKstykgy3TjI4PMjRcSPSqThshLEqNCYLlEgv1wwRRo5NN1f/98YYmhZWQWGbIWCUGRooMjKTRIui4Y6TIg1xmiz/AtsUL+Xb5KDVrAc9UEEIlfe6KJN6AXZGjaIYZEwOkBwpYUwJlDxGZgCFzSQzYJlxSfoGt8xHNZp3pZopFqQlEEyGCvlstE06nvC4yYmXZlrdwcyW8gUFyKY8Qj4vEU5DGwqVENsiys7lIs1bhaM0CH5qyToSfhDklfEnY2MalSIbRdIrdBfipCxt8ZOFxSCcikLHrTyKwjYMbOrxt6iAfv9PmaM1CerF1yRO1fu7tpJZgVmUZsjJsy1u8ZHfEdc3dHMoY0gMNfBFSMGkGuIBiVKJQq1FdmedU3QYFdQmesFGmS+YYE6XapESeohpiwsnxrK1pvmplmCn45IzEmCaDosDQaAnLpLHnJmClyrRfp2wtoWVEpFt9Np84KcBGCpeUVaTAKJdkt3FydAaZrzCqS0nplQFGxCASm2YFqjMBVT1HoGoYpYnTDEw/+En6LaSFLTMU0xMMjafJ5kWHdyyWUYQQlMst5mcW8cMG6N7YFrUBgHJwnSxj44MMDebX9exVKxWmT88RRX7fXDurdEq/2IyNjTI6MrwuY3m1WmP69GnCoEuOeT5ASiAYGR1lfHwca3X5AaDRaDA9Pf1jCaYezZiov/7rv+b9738/s7OzPO5xj+Ov/uqveOITn3jW9p/85Cf57d/+bY4fP86+ffv4oz/6I6699trO58YY3vOe9/D3f//3lMtlnvKUp/C3f/u37Nu3r9NmeXmZX/7lX+azn/0sUkpe9rKX8Rd/8Rfk8/k133f48GEuu+wyLMuiXC6f1zWl02l+67d+i+c+97m87nWv24CT7aHJJoj6IZFUKs2ePXtwHGfdz4UQjIyMkM/nOXL48Ia183pOwnFc9uzeTSrlro2FSgbZ4ECJXC7LkSMnCYLm+kCqt+SLsHCdPDt2TpLNZuhmJiVBtIlbo1jMk81mmT9dZKlyKi5tIegs7r0lXyxpI2WKfGqM0akM+Vyuv+YY0K47ls87kFNsOf0s7q59FS8sxxsRYRKcHmfQSengWlkcK8+w2M7u7XtolmaQ2DgilejWnTppVkaxvK3Oa4Yv4BOHsszbpyBSMZd0UoA4Zj7PkBfDFPUQ+3MFdm7byvFMhESQ1hM4tGvyKUJCglRAuNXm8X6aiflF7lweJZQxkWOomwDYMt2pRbc1leeJI4YdkyN8MxrFFYJxq0DKii0pkTH4SuO7mqa7lasnBMfOLPDlhQxeawAkeDIO+nZFhjQFBnSJbfkUzxjzuGAqz6frV5LLwJAtyVgyjvMCAmXwbM0nly/jZy49zp2HF/jSfBq3ZeGZJkYoAgmWcDs1+SadAhcPSt7021n+9h92kc1oHGmRsoqkknJAvtY0UKgBl+dvdXng2Em+sZhn0XcIrBYGTaTBEOHILBlZYkSNsCeX5x1PK/MXZ3aRsXwsk2fEbInvsYEIhS98gskAkcvy/MY8X5pzmRWCSHqxm1EHaENS/sclYw8yprfxkh0TfKVYJS+zCCxSVimppyhjV6gJcIZDsrkMW49M8qB4gBaLaKPQSZB/lyzVQUiLlJVna+4SstuaSCuGcI5M9VlbjYkYHHDIZTPMTTcoN84gtI82AoPqBz8JU7kQLpnUANt2DJNOt9eItfOuNDBINpfn+PEFms1lBDGj/0Zz2rJcdu7cRj6XXfVZV4rFAgdy+zl69DjNVr2jayMgJRDs3LWTYrG07ucAuVyO/fv3c/zYMaq16lnb/ajJw+WK+150/PM//zNvf/vb+eAHP8iVV17Jn//5n3PNNddw8OBBxsbG1rT/2te+xitf+Ure+9738sIXvpCPfvSjvOQlL+Hb3/42F198MQDve9/7+Mu//Es+/OEPs2vXLn77t3+ba665hvvuu490Oq7b+p//839mZmaGm266iTAMee1rX8sb3vAGPvrRj/Z9XxiGvPKVr+RpT3saX/va1877ujKZuBLHE57wBJ7//Ofzpje96SHfm/Vks+zLecijXfZFCsn+AwdIpWL33TlCR6nX6xw9cmTdxatLPRAvkHv37iWXy9Ktzt77NpjEayRvya2Wz6FDR5K4DbPKhdcFUJbMsG37JKVSESlTnWryMgE8ygQoFaCNjzERQRAyd1Kx0jiW1AhTPW68GCjZVpa8O87geIrhoUFSTpGMNUyeYdImjUYnpUdWaKkVAtVAKcXYyV3c2vgSXliOY4pMROwKdLCtDAVngiEzyRVTF3Fm5Ax5Mcy4mWBnLk3BiS+xGsF8K2ROl6mIOYwRvCoK+KN76szJE3iqjNI+QsjYoiUH2Gp2siuX5rn7BvmSHmTIzrKnYHOgELIt3yBlR1S9NMcaGQ5VLU41Qmra46fdB7nxqMXXluIaei1qGDQpkaOkhxmRea6eEPzkkxv80/GnMJaxeGwp4rKpeYqPkcjBNGqhydLdFt+eG+G+ikUl0Lzmqq/zb9fZfPa0zULYpCJXCIVPxuQZ1AOMplL85Fafp/7js/iXX2sy6AoeN+DzuL1zZJ84BJPDUGsQfXeGw98d4JbZAuUQ/r+/GeKml/0rty9luKfcYkWW8UQD27iU9CCjTpZLhyT/36efzP99ax0hBHuKgssHK+y8sIKzq4CJFP6DTW67bwt3V2zmW4rXX/gd/vkLgu+WLe5vlqnIJXzTQJuIvBhmSA+zJ5fnt35H8IF/2ou0LCbSKfYWBfvyHqOZGHzON7M8WE/zYFUz4zXxVups82e5Zd5jWhynpctEuoUyCkemSVsDjOsdvO2Ayz/ZaRzXomTGGZcDjGUcinY85GshzLUiZswSZWZpVD3EMckhDlILZ4lUC61D2q5qS6ZxrAyjzn6GdgssF2yZIm0VKcpJ0iaLROIJjzpLtNQSflil1fI4fbxMPZhD6xClW935ASAcwCLlFNm6fZR8Pp1Y0xwsKx3XchQW2sRuXKU8tPHwPI/jRxfwgmVoA6lO/JTpvhQJm+3bpxgYaAOd9deJdjB8FEU88MARlPK6gfJnWYcmt2xhdHS059ha6YTpa83BgwcJgkenDMx/dNmXl/7EtXzk8b/0fetSRvP829/3kMq+XHnllTzhCU/gAx/4ABDf+23btvHLv/zL/Jf/8l/WtH/5y19Oo9Hg+uuv7xx70pOexKWXXsoHP/hBjDFs2bKFX/u1X+PXf/3XgbjW4vj4OB/60Id4xStewf33389FF13EN7/5Ta644goAbrzxRq699lqmp6f7+v4bv/EbnDlzhmc/+9m89a1vPW9L1O23387ll1/eqdH46U9/mpe85CXnde5GsmmJ+gGXtrk7lUp1F5nVJUvQiM6CBfl8ntLAEJXycnKs+1bYPV8wPDxBLhe/ZQtpI4QbvzEnwCiOJQrR2scYTSaTYnxsB3NzR2ON3Q71uPBcxkd2MzDgIkWalFMiZ4+QFYOkiN8EPNGkrhdphcsEUQ3XhUypSd3PEUYkFqn4GuMYpRRpu8Bjs1fSGj5F1hlhQuxlpz3EtrxkwI0Zopf9EaabU5w0K8yLIzRZ5szINMPeLhbNUULVIDJ+nBdnpUlZeUbNVq4aGefUSJmSmOQx7iRXjSqeftlJ3APxYhkcrPLg/UN8dWGUu8t5zljTXN8a4zGF04T1SSqWjSeqCCFJiTwlM8refJpXX7TIda0L2JJyeca45lnPOQM/94LOU9sCXOD7XP1XN/K5b2/lG4tZPtc4wKte/BWOf2QS6VtUZAqFIqfyjFp5tuUtrvmtLJ/98GPZmbd48e5Zhv/gakgslDp5LCPANUtLXPx73+aGUyN8+htX8Ky/1tz/qgewaznswMITfuzCy6TYmYdL/+5J3PKOZbblMrxo/2kKv//Cjs62yKtgPzD57uv57INTfOFtCzz+fz0F6xe+ypKfwfYGqekMKdxOMeMXXXKK4795irQ9zFNGfK76/0L0s5/Zp9sFnhGGXPyb/851Ryf4f0cez4v+60ms/7rEkldAKEFDptEiYkSPMZHK8OwJj+s/up+U7XBByeVF2xfZ8vqt6Mdc1unvVuCKr3+LBz/c4PrTRY4Km1e/vsb0f4FafRQk+MJG6YCsNUTJjPKYQoHrakOkJ3y2qK08diDDU0fr7L9wpm9M3H/fCF9ZHOe75SxzxRP81GNc/vKerQRWHQCFQKMQSFJ2ibRd4tptj+dbqTtxrRxD1k62M8W+osNQyiAElAPBqfoEx80ys+5hEItcOXwZty7cEBfTNmGMTdpcZMJFSoedY48jU1hJXjjypJ0B8nKENEUc4xCKkCbLNNUyrXCZdNpiYKjOwnwGpVuITuh/98VIICjkRxMAlRCPCgsp0ogkbixeJ6K4X9rHtmFiYpQzp093OK9WW6MEAjeV6QCo81nXpJRMTk5w8sTJzaD1R1CCIOCOO+7gXe96V+eYlJKrr76a2267bd1zbrvtNt7+9rf3Hbvmmmv49Kc/DcCxY8eYnZ3l6quv7nxeKpW48sorue2223jFK17BbbfdxsDAQAdAAVx99dVIKbn99tt56UtfCsDNN9/MJz/5Se68807+3//7fw/p2q688sq+vx8OAAXfA4h69atfzete9zqe/vSnPywd2JRzy9DQULzQtIEFomfBicn+jIhdZMLES8zQUIlKZaWziPVLDHoGBnKxDmEhRQbbTuNaudiNZTRKB4SqSWgMGB8DFEs2c/NO1w3QURm7FSyZwsn4CJHFtQsUnUkm9U5G7Qw5R6IN1EPFghlm1j1BjTP4kaY0kKO+YqF0kMSAqCT2xUEKm7Q9xGzhfkatMUbkTi7KjHDlcMQlE/MUt8XxMpUTLnfPj/DN5RHubhhmLB+Tb7BbbqFuLwEKFAhp48osGTnAhCzw6ksM711x2CXGeNZEyFN/pom+9sWdDd6+Fh4zM8PEn96JOTxBszJCrVTmWktz+kgJow3tKPU8gwxS4KKiYs/fvxL7NWe4ZEjwEy+rYF78AtZIKoXz6y/mhX/zGapf3MZdOkX2jT/Dzuu+ijJpZCCIiChaaSayFvvyisKVT8T5aJmnjtUYfv/zzzpuzPAwW/74mVz1S7dz81yO4sQAFxbuwlcpIE0jchhwbaay8NhSi2w+Dy48bXylA6DOJoXffyFP++Wb+fyZQQaHhrj4qWW+/dkMxqSwQ4ucZTGZlVxY8Mn9zsv45m8F7CtornpFgH72WdYOx2H4/c/nqW/6MjeeLjDwlCfzxB1/z93lKXQzh6MsQlQMzvJwxX9S/NPnCkxlHV6wdYmJP3/Ounlt+klXsG/PAs981yHKfoq/+/NBLipWOV4vxEHmQmCsiKIZYVSWeMqIzw15jyE9ysUDGX567yzDb78UMznZNyYed/QYw39+hEANU2sM8X9rTSasAst6AGM0ASB1TO6ZtkuUGOObqQewhUvRnmKf3MbjhyXP3DpLaUc8hqunXO6aHeH2pRGiVsSs1WSmeB/plSEAIuXFRAcdcBHHCKr0DJDDllnyzigjcifjDFF0bVKWwFOaJX+IWWsWgIZeYHCwSHnJiwEQiri4cc9aIRxKA23i1NhlaFsZbJnBsTK0y8+EqkWkW3E8nPYZHCxx5sxshz5jzRokBIODpUQv572ulUoDWNbp8wtV+BGQh5PiwPd9qtV+d2gqlep4N9qyuLiIUorx8fG+4+Pj4zzwwAPrfsfs7Oy67WdnZzuft49t1Ga1q9C2bYaGhjptlpaWeM1rXsM//dM/PWRr4Je//OWH1L4tO3fuZPv27Ru2ecggqlKpcPXVV7Njxw5e+9rX8upXv5qpqanvqYObsrEIBJZt9w30tim9NxbIECVcRJJ2gGo2mzuL0q7VKLZCxbFBlpUiZRVIyQK2SGNQBLKFEDJO9RcRGEMmk0FKB62721V3gXSwpEs+n0Pg4Np5hswWJlJZtuYkJSde+Jd9G6uZww8n8O0qoWriODbbUhdxMFhMyrXopOJ9nMWUZ5h0LsSVOcbMIAcKhit2zFJ40Vb0xReAlIzccx9PvOEU9WiKhdYgK6JEqFr8xM4sh4+WiKSXxFrZ2DJNihxTOYtPnJ4il/HYXrC54oKT6GtfvOa2mclJRl45zyV/5XG0VqBGmWe/Y5jP/+oKzWaOMCmYm9dZBlIOl44vct9b7iLvjHPZUAXz4qvX6OwV+Us/ycXf/hqHqykW3/F1tucilgMbXzlExqbo2IykYU+xQfpD/85A6gr2Pek8irU6Dhddusy3vpgj9+kvsXd4hRlvnEYUM34PpGAyrdk9uUThjrsYcHex/ZnqvN71tz9TMfAvhsIdd7H06hcwedO3qEcSsMnYMJ427B1eIZ/PI8Qyjxmooa955jn17ntSja9fXyD9DzdReOl2Rg4q6qGNNmkioxhMCbbnItIvvQb5+TLbc4atL05tSAxgRke55PG3cdvSNo4201xaWOZriyN4fhYlFYqAvMkxkrJ52ltzfP7DDiMUuGQgYOSVW9CTk2t06t272PriaQ78g+JIbRA/32IiZ3GkliOQzThDz7IQCLKUGGcEUlWkzDCsxtldsnjS6BIjr5hAX3wRaM3wPQ9wxWenKQdTzDYHWZY50tmAPMNE0kPIClLrjoVLChvXzpPNZRDCwrGy5K0xxs0Q2/IOY2lwpaERSTJWGt0Yp2XV8KwqqVSGYmYLS/U6yvTHL7WD7ON1pP2iFcf7pewSrsxhYaOIkMKFKLZIKRFgWRbZzADN5tJZrUbZbE98VY+LcP11LRYhBJlslnqt9mNhjXo4rrCt4wMf+AB/+qd/2vfZe97zHn73d3/3YfiW/xh5/etfz8/+7M9+TwacV7/61Q/5HCEEb33rW/mVX/mVDds9ZBD16U9/moWFBf7xH/+RD3/4w7znPe/h6quv5nWvex0vfvGLzxr4vCnfm1hW7yNKSkaIdmmRdimTJAixJ7wtznQRZ82mi4OyRUevbC+SIo0j4kA/jSGSPlJacVCriY86tosf+KssXIkLQNhYloWUFrZIkzYpCk4MoIbcdmq5TSW0yAYZbJFO+mGRsuO4KZ0whbeLf1jCImXS2LbGlmnyls1IKiK7W6AvOgBJwKC+6AIy988weiwk5zjYQQohJEVXYuFiC5eIZqc2no3DgAuLWuEYl5ILqb3Zsy5e+rEXMZa+laxdQIYW1tQEaWsFV0gcE497W9i4UjCwxeO2mRyZlGRksHFez3os28S10txZHqbonCBtOXGwuNakLMhZUMx6HL5nJ1nHYO0fOxejUNynvQNkvwzHbyuQGzxJblaRtixCLUhbkLMV6THD0vU1spZGHJg6rwVcHJgiazVZur4Gb0n0WBLXItZrKXKDAbZtYQPDpeZ53Qdr/xhZy3Do7lGcq4fJWXeTssCVAoxF2hIUnQjbdpBCMOgozEV7z30fDgxS+CIIy2Zgi4d7v8AWcT1DBLhCkrbAmppAmhpZRzKWbqAf+/iz6jQX7WUsdZy0tLGEZMAFm9h62o5FiulGXQbSKVaMxsYhI1yGXMPQWBN90VMgeVHSFx0ge+9pRk5G5G0bW6URCDIiSzWhSTBJ9h8kGZvCRcpkrkiXtMmSsy2KDgw6irRlcISkGUkylo1DulN8OeW0Ez+6Lrz4l1ifbXeD06W0sKST0D6ksY1DJEKUCBJ6ECvRJbHt9j4gWAsHRCcupXtoo3Wt+3K45rxNOS95y1vewnve856+Y6utUAAjIyNYlsXc3Fzf8bm5OSYmJtbVPTExsWH79v9zc3NM9ryMzM3Ncemll3bazM/P9+mIoojl5eXO+TfffDOf+cxn+OM//mOgHaemsW2bv/u7v+Pnf/7nz3r9x44dO+tn3698T2Sbo6OjvP3tb+e73/0ut99+O3v37uXnfu7n2LJlC29729s4dOjQw93PH1vRfXQFbRbu9o/q/L4aKMWWorXHe/V2cwrirDZtAiLjERqPwDSIjBfzLfW1lQlvVJttuX28zbYcoZRCa0VkPDzhUws1lVCwHFgsBxZlH2qhoilaRMbr8On4kZ8Ef7cJChMiR6PwhUcUKSLtUY8iFn2b5lGDvO8gtFrg+8j7HqB1NGIhcGiEmog4lqsWGBQBkQmIy5XEDNgRIeUAhqVFKAIqAfiHz77Ry7vvY97L0Iw0Wij0mVk8BYHRhCIkFCGRiQi0oXwmzYFcg5bSLK6cxSq4SuabWQJluHRwmWpo46k4yy7QBl9BQ0G1mWbfY+dpKoF6cP7cSoHocJmmgp1PrtNYcWkoC0+BrwyegkZk4c0Lhl9YoKkk5uDp89JrDp6mqSTDLywAiR4FgSLWqywaK2783IClSnZjhYmoB+Pr2/fYBcTd99FQ4CsItCHSCk8ZqqFNFEVoY1gJLcR9h899Hw6uUIvAqIjymXSsz0SEIkQRxISlCvSZWbRQNCPNvJdB3n3fWXWK+w4z7zt4OkJFmnIAEWFCztmmI4gtXWUvTj6ICGmZgOVAsDyfRd73APg+tFrI+w7SPGpY9G3qUUSkY+tpyzR7CF+7BJ4dQladzBUd4IkmjUhRDWEltFgKLMqhpBpCS0WExkvAHQRRi14m9M6cbpc+Uu15bdBaoXQY86QZj4AWofFQJkx4sdqcbxrVcbmtt/4YlFpFw7LhutZ9VVhz3o+waCMelh+IAVOxWOz7WQ9Eua7L5Zdfzhe+8IVuP7TmC1/4AlddddW6/bzqqqv62gPcdNNNnfa7du1iYmKir021WuX222/vtLnqqqsol8vccccdnTY333wzWutOLNNtt93GnXfe2fn5vd/7PQqFAnfeeWcnZurRkO+LsbydjnjTTTdhWRbXXnstd999NxdddBF/9md/9nD18cdWDIYoDAmCoO8YRmESxmRjgvhv+hebRuMs1g/TXSSbzVYMKnSIUj6+quHpCg29RFMt40cVgqgeB3onC6TneUnW0Vp2aQhROqDRaGIICaI6y+IMs36TEzXFkRocqsKJesRs0GBFzCb6Q6JIccq/LwFR8SKqjcJohdYBdZbwmz6BbjAvVjhYE3zrxARL/zKL+l+fR/39jSx+fJZvHJnk/qpkVq/gqQoGw80nGjSpEOkmkfKJjE+kPXwanG4oXj51moaocrIe8a0HJpD/+sU1t03MzLD4sTPcVXZZ1LEb7eb3LbHoR9RFgxZVWlSpyyblIOTOuSEe89ePox4qvrNcQlz37xs+a/03n+GeSoamUoy+/0pONmxWfENdhdS1RzWMWPTgSDVH6zXPoezDoa8Xzj2IwpD77hyiGkDjJc/g8NIgc56gGhhqoaLsw4wnOTozTO3ySygHgpO3rOXrWU9O3mJRDgT1Kx6H+fANzHiSsg/lMKIaGOY8weGlQZrNJsbAveUC8t/OHZtw6OsFyj74P/9cap86yaIH1TCirj1qxmPFN5xs2HifuhGtDScbgunrNs7aEgsL3PXtEeaaGiv0uHNuiHIQUpdNWlTxqVMXDRb9iC//WZUwiljUtfh5f+wMYmZmjU559BjT1/kcrFosyRVUw3C6ofBpEGkvHmfKJ9QBTSrMsUjgGyLVYsma42hN8fWFIRY/Pov6+xtR/+vzLP3LLN86McHBmmBerBDoBn4rHv+RbsbzoWd+aBMRRHVaTQ9jFKFqUlfzzLHMqXrIoarhcE1wrK6ZbnrMyzk8tYJSPkHgUWme6QCq1ezvxkQ0mw3il7fkJUu38KMKnlqhoZfw1Ap+VIk5t0wIiXWg0VzZ0OXWbPa+rOhzrGs95zUaPzauPP0w/TxUefvb387f//3f8+EPf5j777+fN73pTTQaDV772tcC8KpXvaov8PxXf/VXufHGG/mTP/kTHnjgAX73d3+Xb33rW7zlLW8Bum6x3//93+czn/kMd999N6961avYsmVLJ7j7wgsv5HnPex6vf/3r+cY3vsGtt97KW97yFl7xild0MvMuvPBCLr744s7P1NQUUkouvvhiBgfX4ThcJZ/4xCf69tLp6em+sJRms8n73ve+h3y/HrJtNAxDPvOZz/AP//APfP7zn+eSSy7hrW99Kz/7sz/bCfb61Kc+xc///M/ztre97SF3aFPWStukKRKLjRFtE3d7AOiedOJYVlYqa1KMu+63+Ei53IjpDYxCmxZhpFAqWJOdZxILDkC1EoEJk7870QodSgKlfcJWCjMQEUQ1qmIGZYcsq0FSqic7TyzSCuLsPGMCKuUGrbCMTkpqxGnTMjbqG4kXLTNZezaNoRMsyuPc17RphkMcrk8wcLKdnSeYbipOhossmKMEqoFfF8yrM3hRhVDFG5tUEQEghGTW1Pg/d2fRU4pjZp4vzk7ifTzP0w9et0523gT3lFuUrUVK1UG+OFdhQVeoikU8HWfnIQwWFvdVhznyCx9Fqadx17Jh8P+WeFb1hr7sPAB8nzDJznugolB+QOODn+R4fZKFwKMiKygUoVLIZh5HWtS+fjtRtIuvzhcYfsfn+rLzekUsLXH6977NbUsjoEOqMzPcX3OZaWoWgthKGPkZhEjhyAyPrdcRkcdX5gZ50buv3zC4vPbu6/nK3BQpoVleWuKerw5wugmLvk/NeDSVC6RJWS6X/u4n2ec8hXtqQ9z2cZer7K+gn/20tUrDkKXf/He+Oj8BGMq33so3Tkww21QsqQYNWUcTsRC4WPUM3/qExVihwelmlhumh3nRW29KsvMu7FMrk+y8W+aLLIceb31bmd9/p8UKZeos45s6SgcIy0Jowa2Lw6SCNOXxRe4ppxGHJ3jqew6z/8JvrJOdN8z9tRpNucxP51P8uarRMmUC3YzpBFDJ+K2ADc8LruYbzneoRqc5ZDn481MsehMMnerNztMcDxdZNMcJVJPJ6mM4En22JzuvWxpGa4sIsLxJyC8T6Sb1cIHICanLEdJBT3ae6GbnaROwshLHIxoTsW6JJRNSrSgGB9svbwGRUmgdEarmutl5BpWsPQllwjo0B8LE69PY2BgGzntdq1YrP1aWKPMwBJZ/Lzpe/vKXs7CwwO/8zu8wOzvLpZdeyo033tgJDD958iRSdu0vT37yk/noRz/Ku9/9bn7zN3+Tffv28elPf7rDEQXwzne+k0ajwRve8AbK5TJPfepTufHGGzscUQAf+chHeMtb3sKzn/3sDtnmX/7lX34fV98vr3zlK5mZmekEsF900UXceeed7N69G4Barca73vUu3vnOdz4kvQ+ZJ2pkZAStNa985St5/etf3/Fp9kq5XOayyy57RP2Q/5HyaPNEWdJi/4EDuEkJh3PxRDUaDY4cPnxePFH79+9LSMjOzRPl+yEPPni4a4nagCdqx84pCoX8efFEhWHE3EnNcv3IOXmihifSDA4OnBdPlNaa0ZO7uLV+yzl5op647WKmh6bPmyfq1SriD++unpMn6nkHhvliVDovnqi69vmZ1IP86xF5Tp6olzy1xf85etV580S99im3c+OnrHPyRD3jI8/mE29vMOBwXjxRr/rbEf7tp64/J0/Uqz7zVD75K9Xz5ol642O+y8duMufkiXr3eyQf+Ke9CCnPiyfKrzTZ2jpzTp6ot1+Q4p/sNLYjz4snqlX3MUfEOXmixtwDDO+RCFufF0+U5/lMH1s5L56o7TvHyWbd8+KJ8n2f40cXaPlx1upGPFE7d26jWGxbPTfmiVJK8cADR4ii1jl5oqa2bmV4eLjn2Frp5Yl68MEH8X1vnVaPvPxH80S95Ceu5X8/7pe/b13KaF76rfc+JJ6oH1WRUvZlARYKBb773e92QNTc3Bxbtmx5yED9IYOof/zHf+RnfuZn+hDkj7o82iAKIJPOsnvP7nMGVvq+z9EjRwjC4KxteoGU46TYu2c3ruusYSHujacKo4gjR07i+w3WjbVah7F81+4p0ukUZ2MsB1DKMH/aZ7F8sg9ArWUsTyFlikJ6grGtGbKZzFkZy9vXmD6zm7sqX8YLyyjdrr1mEuoEC5nwT7UZy/fu3Ee9cPqsjOUGhSMyPMsb4eMPHGNenqIVLRLqAN3DWO7KLAPWVIexfPfO7Rx1g4SxPNNlLEcRJgVzbWPzuDDg1Ow8dy4HnJKnaOlKH2N5Rg6Q1wPsdod54ohh99QkXw/ikjoZy1rLWK7jAiTPyc9y9OQsX15weLBVpirLeKaKMgGuyJBhgAFdYl8+zzPGPC7aXuL6+n6MMaTWYyyPNBr4mZGT3PHgHF+aTzPXijhp5mhRJjCtPsbyLXaRiwclb35Pnr/+3zvxlEoYy0U/Y3kUu6meVWpw7+HjfGNRsOj7nLGmE7DjYUyEaxXJyBKjapw9uTy/8cwqfz79ODzZwjIWKZPqu8e+8AlEgFW32F2f5UuzHrNilrI6TaCbcdyfUTE9h3TJ2COM6W28dNcWvpKvoKWPwMISzhrG8oiQKDBYh3M8qO6jFS3iRTW09nvq54El3Q5j+bb8pWS3NRAyHqtSWKxmLNdaxS8X0w1W6qd79Pmd+RHPqTiBRAiXXGaIbTuGcd02wFl/3kVRxInjC9QbqwDUBozlu3fvIJtJr/qsf63Q2nDs2AnqjWqfrrO536SQ7Ny1i0JhY7e0MYaTJ05QrpQ3bPdIyqMBov7nwwSiXrYJooAfIBD14yg/CCAK4qC/qamtZ53EKyvLnDl95pw8Kqt5o2zHYWrLFgYGBtZtX6nWOX16hjD02ChYvR9IxdaeqakJBgfX6hUI6o0W87MN6s2lOAaiE9DaT8wXbzBup3aeY2UYmxhicKhdU6m/dp7vKYKlIrPVBwmiRh+AahcgbmcT2Va6r3be8PggxSEXhd9TOy+ur6dDm20Lk3xr5TA1FmIXoW51ih2Lnlp8aXuwr3ZedqiEnBJEskFkAjA6zmQULumgxOBiRK1WZbrpsSiXqJo5Qh27b+I+ODgyiytyjOgtndp5mcIwrYESDadJiIcRJqmdl6IQ5RlvLVMrL3G0ZpjzPeatOTxTJdIeygQx1YPIkyLHpBnr1M77mYs9/mn+EqpWsKZ2Xlq5/NLWB/nIHZKjNVjwfMo0KYu5jmtMiphGIi2KlNRghyj0p/bBdY3d+ClFSzSIRIgwAgubkhqg0GhQXZzlZD1iUTWpy2rfvTBGJ2AnS1YOMaCGmXByPHt7llvtLFG2iW8ascWxnWFGGmchh1kqc8qrUbaWaOplvGiFqA1O0J2iwI7MkLZLFBjlcfkdnBqdIZUVnbbxUBdYwqFVlVTOeFTULIGqxZxJKo5Pitu229sJZYeDLTMMZCcZnsiSypjkGfeOYUGtFjB7eh4vqCcu7kRXx5W+ai4LC3BIuTkmJocZKGXXBS+1ao3TZ+YIglbPXDv3nJbSZnJyguGhgXXXwEajyanpU/hev6XofGrnjU9MMDY2tq7eVqvF9PR0Epv16MmjAaL+7pKHB0T9zB2bIAoeORC1mS/6QyRBEHDs2FHS6QyFQoFUKoUxBt/3qFZr510SYXWMVBSGnDhxgpnZWQqFAulUGiEFnudTrzXw/BZ9pv7z0C6MRiufUydPMHPmDMVSgXQ6th75vk+zCY1GhXbV+7MCqI6ouJimhsBETE83mJ21yeVtcrkiUrqEQYiIiixX59D6WCdjqI8UtNPLuLaZNireHDFoE9A8s4Izn8ZKNynmR0g5BcKwwURzKyebRzhmTsXZSbqJbgfBrtooNIZIeyChKsCnhbO8TGrFpVVcpJgbphwcY8S9AF0LydcDZlVIC5+mbOJRS1yPq/SaCCVC6rIKCppVl3R9juzCEgtZj1J2kJPq2+yWT6TeaCDVHHeGimak4gB1ETO2t11BIrFUKCIiEVA1LbQHjdDm0K1pSu4hlmUKmU2hHYWIJI5nMFGD331Q4ilFXUXUaeGJJopV4N3EGZJN2WRZWQS1FH/9XYu8c5RLt+T5Rt0m66ZZ0TXm/KNsr49wLAjwtKJpAuqySiBaaN2vNw6qjvBNnaoUhFHAPx/xyMoaF40NcreAtJOnZhZZbpxhoLqLppohED6B1SIwTSLtoVc9t3YwtTYBvqqiZcRt9WWcRo5t7k6W8odIpdIEUZ16c5molSYI/E5mq+qAnW723Op+oxURLZbrJygfdSlkB7FSHql0Cq0DWq06zYbC9/1YTxJA3p0n/XxO3SLdBgjxgyonTjSYS2XI5R3SqfjFz/MD6vUmXqved73nlIQwU+uQ06enmZ+fp1DIk0nH1CRBEFCr12g112a1no9+g2F2dobFhQWKpWKyRkjCMKRer9No1M+p40dVHq3aeT/K8m//9m+USjHRazvr8J577gE47/Ixq2XTEnUe8oNiiXq4ZS2Tee+HZ/lswzfWruaz6u+4LVZ/ZnqCW9drb9F+SxfIdZ6DTAK7RcKl06aDSFLCjenb2GTCaSOlkxCOuljCiktbdPpmJa4/O/lOiTG6k76uTYAyKomzat8GG0tY2DKDJWPeLQsHW6SQq4I8JTFXlTTxNcY0CT6haRCYVvI9UYdUUYrYzZimSMpkcE0KFxuJSLbt+NnYSKQQyGRzjYyhhY8nW7REHWX8mKm7bQ1L+pfTBTImRVo42MJCJi48bQw6ee62kPFxExdQ9kxIS/j4wsOjjiLsWIEsLCyRwjUZ0iZL2qRwhdXtF7HetpWrfR0BEYHw8UULnyZBEgvVTvFv34s2p5lrMp37qIVGodCxdrQwSCPQwqCJUMYnTLIz27FQ6z0/KdwOn1j7uRt0D7jtAvM43kglAEx1YqF0D3gXPa41IeyzjtO+GZGM2e73dV82zj5P1plXsOacfoBzjhekh7oWrNH/wy+PhiXqf1yyMcnj+Ygymv90xx9sWqKgLxj+bCKE2LREbcrDIBsBRSE2XDzXP2f14D2L/qSMxNrzztafBDi1+0V3s1pX/arP2ueKnv61mZrboKn3f6APiMXHDWB3AuGFkH36Oj01sWNJIJPQXIllusG57U1HGoHAxsJOuFJjXW3gILA6/ezoFgKbxO3SAU+xRCbeeOPvi3XEGMZHC4mFjSVsLGMl39W+n3EIsS1YMx60AS1MsvcmJI9YcbyQMXGWFWCJFBIbC6vTJ5n0VyKxifW0AZqm+3v7+ixhJy3b9ykGUVYCHnvvg0jcjRYWBgct4oDnGDBGnX491OfXAdDoGPgIjTFWB+AIYWLbkOnqNUavM95W14ajo08IK8lMY11A1X+SXB9Ird8YMN25ZNZaszY+/XtbC85b/6asK8bE8+z7lYdDx4+K9NIZPJyyCaI2pV++F0vbOlaoszQ8D10bA66uFapreeocT9qaBDTE5WNkkmy0egIlAKptNetsnlbH8tMGTzJpq9FdYJXU9pIItJBxDBgi+dzuWK8kcRC7MAnQMHYce4NAJJYpIwwKlWiN46oENpYBnfQ7Bg6xZUQamw4kEyKxDsXwSiA6lqK2hQfa4EwkLNPxbRVGYQkb27gx2DEyaR/rsqXAEqJdFjC5t6CMwShDlNwJy0g0NjYuCDDJsiKxY1BjbKSxOrrboC/WKzp9jRKrlG0EUQKzBAoLq28YyKQwdawleV7J/Y3vaRvwxvc1JriMv0NgxU9U2HEwuYghpk7GXRuYxRajLqCSCcDUom3zSyxTRGB6x2DbHig7Y66dzLCexN9mxa5E0XWzdsaskZ3s2C6Tt1lnnsRnri89rOEbAbDv6QXpezhnU85LHh5X3I+O5+QHVTZB1I+pbOjKO+fJ5z63t3xE+0hX+iu1dz/faDG2NtiIJKstEhu/Ba8FYJ1zezbP2BrU/UyadjEKmbhiLIQwyPbbfeIKbPezDb5EYnmKQZWFlWz4bVFG9Vm72q21sJE9rrEYNLQ1ieQb4t9tBJbs3gUh4lvbLZ5DoiOxgIkkODoBZO3PZAJy4uuI6yrbPShK6fgpiaRdDM5k5xotY8dWKuhYt3r73AZ7UsQWKZLfdfLmvfq6LGMRYcd3S9BxQbbBqTTdbxdJX9rAUSfxPDGI6RmHQsY4RIgYAAnZ9wzbQLr7zGRnHEhiEKJElFiMOiOq6+Bru+oMgO4Zt/0u59VjlrZ7b5UIITDGoteFeG5pX+/5zq9u34FV9CWb8mjIpiXq4ZNdu3Z9T6E4j0jtvE350ZBuQOr3qqDju9hYf4fvKd56Y1nvTfhcs13FG4nQiB4AEruPNA+NfF8ne4SVfLNO+ml141CIN0ph+i1RvVaIuE+6rTHeiIXsBuOisZJ7oYlQyYZsRELh0GOJ6upst++J4TI6cb0ZDP12EG0kEfH3at21PLUL8vT3VvWcHbNBa2EQpldjEqckDNoIIkyf4cKY2BLVadfT23YMkiZKgKygt0V8jkYJK06Jb4fiJLaWyOhEZ/dOm8TyopNYII1GJv8Ko9DCRics/EpoJAZjBEZ0niJKREmMVDuVv2shioPJdcdqZ4xGCNXT95jOQZr2yEl6Zto/3WfSK2dzybXdfOuN2XZ81Opjq2Owzk9Wf/dD2E03LUub8iMmH/rQh76n83bu3HnONpsgalP65RzgqK9N+/e+tr1gqX2oF0ix9vPVbduyBny1v9IghO52lcTlkbzhx71YG1jeUdvztm1E12hujAYRoU2SvWdiy4FuWxCSNqs3zzaQiskTQIi4HIcQMnYnJZu9MBFB4mJsu/7aQeVaxNuzEu2yHlECkmI9wuiOMUETxeAASURsVdG67URK7ogQHZCjjUkAVAxwIhEmQdoKjQKRAgNKpOLAaCTaQKj1WZ9U2wUXg5QYcCqh4uy/5DkbYbANKGGhsRNQJkBrtBBo063Z1g5gb1+ZToLDlYgSnq6gA17i65QYITDYSTuR3Jt4uMTAqRcQqwToqc59bYNglQSAK3ripHrANAJUGzj1/W86OjrH6KcL6B9364P9XvDUtW71j9n2sXUDxTtWtnXmXi946jnnrJbaDef2Odr3fesmEPt+ZdMS9fDJM57xjEdM9yaI2pT15WwL6HqL5lna9lm7OgzL6wGj9TOI1oKv3q/sfTtvx5LYnbiS9aRr2ZFdECYExggEsbVHJkCqA9BMwu9D190WS3fzbBdrFchOj0QS1BxfZgxejOjWAhPErjRLuEkgdK+FKEIRdYoxY5LAciRKkFh8EohgYkjVBjUANgLb2DGQam/twqBEF0BFtLmqkgDxDoByOudgRGwdSoAYgiSWqW2Za5fDVShiAKUIO/fZNhAJkMbuWmqSoPTI6PgnuWPtu6uJwVc79kglLPO92XkGjUliono36/Y5ESGRCPruNZBcXxcctbPqep+fIY5FEaINiekDTzGn1Nl52LpArz8jNHbvmT4g1R2PppMheF7J0medJ2t7s2779dok/Vj78QZAatNi9YjKJsXBD4dsgqgfQpFSks/ncd0UQoDv+dTqtfNbgDcQIQT5fJ5UOg0IgiCkXq+eX1bDOottNy4Kcrk8qVQaKS2iSFGr1ZNU0jjKqHcx79v8OhuEBvoL4xo0uVyOTCaDY6dRSlCr1oiimJDQiBiA9KeKg0EhsZINrauzbR0yRpPK2GQyebJuCaHT1GsVwjDsuHNIQItJgE4MGOONOHa9rb4TcZyWTEXkcyWq4UlGrEtjEkGvHdweEhGTa3ZAQ3tzbQOTdmyOkdjGxsaKAUpGU8gWmDZ3sp+raDYbiCAOVveIiJI4qDaAUiZAmwgrCQZv91gSUyQ4SVwUrkMqk8V3fezIRrVCLD9KAJzswInYJhV29MaxPzGQavddYuHKOMDccRwKhTyehKqp4LcCTF3HWYYGIqIOAI1M3N/VnFxtwNwJYMfCsW3yuSJR2qeiF/A8j6Chkxguq4/OYKPnJ4mtUm3walkWhUIRYwV4UQ3Pa+A1Q9a3qvbyO7WHQBtMtbMrk1gxKSkUi9g2KB3geS3q9QasqXnWde3Gd6UfIPZLnHxRKBRw3TjzMOZzqmLOZpp4CGtHPl8klXIRQBgG1Ov1h6WmXS6bI5PNIIQkDAMajQZhGH7fejdlUx5J2QRRP0QipWRycgvDw8NrguSUUizMLzA/P/eQTelCCMYnJhkdGUHI/mVZa8PScpWZmVOJZeX8snHaTONjY1sZHS1iWasCyw1UKh5nzswQRi3am8TqSvLd3kja5VqEsNkyvpPCoMRxet/ALaamRglaKc6cnqHhLaEkoHVPl2MLQ2x56Gbi2VYKS6TYNXwJ1mgFKXs3QBibmqJY38nM6TPMhidpUUarRuJg6UbFtGNnBBI7KX2S0wWuGNnFzEgD7cSklCPmQqQwDIpBUo0BLg99bjpRZcVY1GSEoNG3EcskQ00gcUiRNzkGnRTP3ZnnDjFAKxczlhe4AktICmaMQjPHc91pPnnYZtG3iEyUPD9NLweVJVwEAtekKFpphtI2r9ijuZP9HJEtfNEiJaxOEHq6leXluRn+8QHFsieJlCEU/eAvDlaP+ZDi/mYYdlPsG06zY2qK74SasrWIMCElMgiyDPpjPJEq1x9aZiW0OpYzoHMv4gw7Own8t8iYPCVdYmehwNTUFIezcd05QcgIRQQljLK5rDHFF48doybLiXsuSPTq2KVpDAgrCe8WWEmZnVE5xcSWCRqlUwSqCSYFpIARtIHcym7unvsakW4SahBGJdas9otHexy1aTPizE3XznJg+xNQ2TPJ2O/hndKCZkVw4vShmK0chekpzHv2ORLPjaktuxgYsJBWf3C5MYLl5RVmZmbQqg1IzxFw3lMbc2RkgvGxIWx71cuMMaysxHqjKEpanx/FgUAwODjI+MREpzZor1QqZU6fPv1jCaY23Xk/HPJQonEfdnnve9/LE57wBAqFAmNjY7zkJS/h4MGDfW08z+PNb34zw8PD5PN5XvaylzE3N9fX5uTJk7zgBS8gm80yNjbGO97xjs5kbsstt9zC4x//eFKpFHv37v2eA80eLXEch3379jMyMrJuloFlWUxMTrBnz14saa2joStJLlN8nm2zd99+xsdGkXLte62UgtGREvv3HcC21y5yXaXdxVYICyFddu/ex+TEELaVpKKLdkp6nME2MJBh774d5DIjgANivYylts64qKpj5dmz6wDD41lcN40U3R8h4tBrNxOwc88Y2wYfh2PlOrxP/fcg3tAsmcKx0mTtUZ6z7cXkt0aknBQpp0jKKeLaeRyZRuuIav44QxfkeNrg5ZTkJI6VQ0o3Ie6kA8gsYZGyiuTEMFv1JL/w2IuoTklS6TQZa4iStYUBexs5axhHZDCFiHsHBvjNJ2bY4w4zoEewZToBjDKxiFidEi2jZpD9hQz//VmaB3PbsDMuJT3EqJ5iUu9kWI2T1XlUWvBVax/v+89NLhpwGJMF0uSTorR2p7+OSJMxBcadHBcP2Lz3tXVutS5mTkjyJseYGWNKb2XcTDCsR8ilsnyJC/mzX1JcPGAz7uQo6QKOSHeoIeL74JAmz4ApsjOX5lcuU7iTe7grjAO/h9QYY3orE3obI3oLwpHc607wJ9em2F/IMGoGyeuBvnvRzsqzZZo8w0yKEV6+d4DMjq0cyS5hTETGGqJoTTBgTVGwxim4QxwZ9HjyvovZb09RMuOkrGJCqpmMjU49RRfHylGSk1yZu4TBA1maA6cxRuPINK6d74yNtJNHjc3zuP1XMejuImXlsWRqg/FmYUmXUnYLF194OSY3n2SDWn3j2LIcCkM2Fx54LGm3hBQOIqnZ1z8vui8rYOHYGfbvu5DhkRSWZXXmeTznLKSQjAwPs3//ARy3EM9T2nwXZ3f7CCS7du5iasvoGgAVT33B0NAQ+/cfwE2le87b2JUkEGzbtp1t27evC6AASqUBDhy4gEwmu6GuHzWJk0Ienp9NeWTlUWUsf97znscrXvEKnvCEJxBFEb/5m7/JPffcw3333UculwPgTW96EzfccAMf+tCHKJVKvOUtb0FKya233grEFphLL72UiYkJ3v/+9zMzM8OrXvUqXv/61/MHf/AHABw7doyLL76YX/zFX+QXfuEX+MIXvsBb3/pWbrjhBq655ppz9vPRZiwXCPbu20c2m03+Xiu9D7FSKXPi+ImzvgmKzqIp2LVrV1KhfePq7ACNRosjR46ypmDpKgAlRYat28YZHBxESgdLpuMCwkmxYGUClArQxkfrEM/zmDsVUWmdpLeGXrw5CMDBtjPknFEGRlzGxsZw7TxZe5g8w7gmXrhbok7TrNBSKwRRnShSlE7s5A7vS0lR2BBjVLxxyYSl2x1jUGzhktELWZmYJWsNM6mm2JHPUEjstJUQ5loBMyxSZ4FIKV7atPmbIwsscIJAVQmTAsS2SJG2S2zVu9meyfO0XQPc4RYZFgV2Fx0uKERszzVI2Yqq73KknuVQTXKi4VEzDZ4fTfPF0/D1yjJVuYSnqxg0KZEnzxBDpsSzxlO84MImn6w8gfGMw2MHIi6fWGTwYo0cSKPmm8zfm+aOhSHuq0iWvYhX7/kK/3pbkRtnDIu6Rk0uExmPNEVKepARO8O1U5qf+Ikq/3zPMxnOWFxSCrl8xxyFK/MwOQS1JsGd8zxwzzC3LORY9jWvvvzr3HCDw7eWHe6r1anIFXwaWMKhoIcYkQUuHrB5/aefyEd+tY5j2+wpSK4YqrNn/zLuziwoTeuQx1ce2MLdZZt5L+Lnxu/iX74tuXsFHgznqbOMb+oYo8laQxT1MHtTg7znjSv82b9fimM7TKaz7C1IDhQ8RrMtAOYaGQ7V0zxQUZwJatQXa2z1lvjaUp1peRQvqhAZH6MjHCuNaxUZZQdv2DHAp7KKdCpFnlEmGWE841Jy4jFRi2C+FTJtFqiYGWrlJhx3OCruoxHMJzrDjgvZsuI5MJLaw9AOCzdFXK/RHqAgx8mYuA5kIDzqLNGMlgiiOrVanZlTZRrhAkaHKN3qzg+gXTPPsXNMbR2lVMp1Xjgs6SagLnZRK+0ndSQ9ms0Gx47OE0ZV4np83fis7kIRA78tWyYZGRlKDsqe9aNr6WqvE4Ef8OChIygVdIPl11mHBILRsTEmJyd7jq2V9plRFPHgwYOE0aNjkfqPZiz/yWddy59e9LbvW5c2mp+/679tMpY/gvIDVfZlYWGBsbExvvSlL/H0pz+dSqXC6OgoH/3oR/npn/5pAB544AEuvPBCbrvtNp70pCfxuc99jhe+8IWcOXOG8fFxAD74wQ/yG7/xGywsLOC6Lr/xG7/BDTfc0KmRA/CKV7yCcrnMjTfeeM5+PZogSiAYHhlmamprd5FZw3zck92THDl27AS1ajk51pMh1AOgBgZG2LFjC7TdDDKVvPUmgbg6iou+ap824d+Z02UWF0/RKVzap1mASDM8uI2t24tYMkPKKZGxh8jJIVyTAcATdZpqiWa0TJBUvJ+bW2J5sU6okuKxnXcoB0vapJ1B9uWejLNrnow7wrjcy05rhKmcxaAbt14J4HRDcVItMqcP0wpXqJVD6nOacniSIGok8ToWlnBw7Tzj1n4eX9jC/A6fojXKRe5WnjRieOZjTpM6EINW/8Em9x4a47alNHeX68zI48iVHM5chXv8GWosEKi4xpdr5ePCtelJXrajwb9ZFzOayvH0ccFznjaDfOOL+p/v8gqtv/kK19+zlW8uKhZqFd6442v89y9NMRs2qMpllIjI6RIjosSWjMOvv7HMv9z8JCZKaV6yfZGp91yBGRpcM3bk8eMcft9x/vVMiaWax0tfc5S//p2Ak/WIJdXCky3yOs+om2ZHXvIL/2MHn/9Dl6Fijp/cNcfIe58NjrPuuFz89Rv5zLFxGn7EM3+tzq1vP8TnZiwWAo+maOKaFMNWhu15m5fvneOIdSWLssSTRxXP/Kkq5sXPXqNTLK9w+r9+i0+fHGGpqXjZs27jX/5Pni/PhyyaCg1ZQZmIEb2FCSfH1ZOa6dROvFyeA8U0L9xaZtdrB9CXX9Z/H774Ne75mOKGM3mONGr86uNv57/98wjf9brPThvVKTp8cWqSatEhtcUwqXfy2IE8Vw17PGbfPKn9yZg42OSeQ2N8dTHNXdUyc+IYT64V+dixI8ypBwmiOsqEtOs2pp0SrlXgeePP5dDQXbhWlgFnO9v1NvaVUgy68Yxuj+Hj7TEcLGHPbOOupZsJVYsgqgNdICGEixQOW8cfw8BYgJQOtsySdofIyWEyFLBxiAips0JLLdEKVlC6wfT0aVaWayjdSuZc/1YgkORyI+zZO5n8bSGk3fnOmL/KEBdb7q4Tc3PzzM7O0n7RWg2iBALbSXHhhQfiF5ruxbDRura8vMz0qVPn5SZ8uGUTRG3K2eQHKiaqUqkAMDQUv/XccccdhGHI1Vdf3WlzwQUXsH379g6Iuu2223jsYx/bAVAA11xzDW9605u49957ueyyy7jtttv6dLTbvPWtb123H77vJwVAY6lWqw/XJX5PMjw80v2jbYLvLDgxc7YRsQFYmHiJGRoqUatVwKzHBxUDnqGhInTcWhlsO4MjM0hhx4HCOiRSrXjJThbI0kCKxSWrE/vRq5HEXZEvCqSM347zzgRjehtjIk/Gia1c9XCEBTHEonuKKmcIIs3QUIlWxY3flCFZ1C0sGYO7tD1ItXCYCWuSYbmDC1JjXD6kedzIIkMTcfHT5dksdy0NcsfSGNo3zNkPYEo1xuYmudeKx1aoWghh40iXlFVkixjieXuL/LNusENs4Wmjmme9YAle/uLO9bnA5QcfZPyvT6LNMM3qONXBJX5CGhaODWGEpmHFrqY0RYb1IBeVDE/61Sm+/MEUjxm0ueaaM/Bz/QAKwAwNkn73T/KTf3QdlW9sx9M5Bv7by9l+7W1E1Swo0EJRJMNYxmFvAfI/+2LyX6/w5OEWW97/TIy7PtDRO3ey53ezPPE3jnJLlCb/lKu4oHgzobahmaGhHQYcl6msxUWFgNTWLbjZFk8eqTPyx8/bcEyO/PHzePIbv8LnZ/MM7N3LE5/wVe76920Yk6YaWWQsi8mszQVFxdifvYg7/ovPnrzgmS9Yxrx4feuvGRpky/ufyZN/6Zt8Psww9Jqf4alf+BAP1MbRzQK2tomIGLGybM9bPPMlK/yvW3JMplM8b7LCjvc/CZ3JrL0Pz3oyF289TO0PFin7Gf76i5dwUek0081BtIywLAtlQvIMM26GeMZYxL/mLUpmgseU8rxk2xJb37wdfeCqvjFxxZ13Ufofy/hqgHprmFvUClvEEGWrGI9fLTuB7CmrRFGM80DublzhULAn2St2cumozTMn+8fwdxcHSS+PEfkhc1aLauko6UoMkpX2UBraMVRSONhWGpkuI0QujuVyhxmWuxg3Q5QcF0cKfKVZCYeZs/MYo2kFiuHhIWoVhdIRArUWmgiL0kAq/hULIVNYMo1tpXGsDO3af6FqESkvLq+jYXh4iLm5xfjaBYjVioVgcLDUBVDtCgRnW9cSIDo4OMiZ06dR+vsPYv9hkIfDFbfpznvk5VGNieoVrTVvfetbecpTnsLFF18MwOzsLK7rMjAw0Nd2fHw8edOJ2/QCqPbn7c82alOtVmm1Wmv68t73vpdSqdT52bZt28Nyjd+LWLZNOp3uLDZtsCKSAGshrC6w6pFcLr+xYiHJ53O0a8VZ0sW1crhWgbRVImMN4loFbCuDFE7iNpDkchmEcPtSqrtxGXFB31wug8DGtXIMMMaEU2AqZ7MzL9iZF0zlbCasInlGca0cAgfXdZhMH0BKpxM83v7fEg5ZOUQul8W2MgzrYXbmBY8fX2LLc23Sr3gc6VdexpbnOVwxscC+IoyZQVxZQErJ07aVSMtiXMtNutjJ23pK5BjP2Ny0nCFFjqmszeVb5+HlawGEPrCfrS9wOVCIGKKAAJ7/eosB1yWn82Qo4IgcOVMgbzlcPFjlM3+Xp2A7PLbUhJ97wYaPI/WaK7mgEJKzbG594/1syWgG0hZFmSZLmrztMOQKduQ8Ft75DUoOPObCBTgLgGqLGRvjsbvmKTjQePfX2FWoM5KGkmtTtBxKrmQ0Zdg9UIE/+iIDLuy/bGXjsZPI/stWGHDB/OEXsF/2REZThpIrKdgOJddmJA27CnXy+RyWEFxQaGL+0znc567DYy5coOTA3K/fzshzcgy5grztkCVN1mQZSFtsyWgy//nFWFIylRPseXoL1gFQbdH79vK4PfOMZmxEOs3Fg1XylkPOxM/NlXlyOs+A6/LsVytc12GIAgcKEVtf4KIP7F+r89JL2PP0FnsKhpIexM3bjGdsUiKHLbPY0knGW4q0LDJqRkhlHGwrxaAZZ3ve5vGDNbY8zyH9ystIv+JxbHmuzePHl9iZFwzrYWwrQzaXJiuHsGWmb17E1mMH18qSy2URwsaWGXJymFEzxJZsmh0Fya6CYFveYiKdZlCNkLEGsaRLJpOhkB6PY/rWjUd0yOezgARhdQCbaxdIyxJpa5C0LOHaBWwrnawLAtu2yWQ2ttbk8/3r04brWgK2hBBksj8+sVFtFv/v92dTHln5gQFRb37zm7nnnnv4+Mc//mh3hXe9611UKpXOz6lTpx6VfggEltVrLExKRghBtwxK8v8qU7htn8XI2C61Ids16EhihOLFyxYuNiksXCzhYEmH1dEKjrP2WG+f4+8WSOHiGJeUJcnaULANOduQtyFtS9ImjRRuh8jSdRza5S/a/ULEAM0yFrYT8yqlpU3J0RSGPNg+jt65E71jO2wbJz8SUHQ0actKss4kacdCJvXsurXR4hIlKQtwLGxccg5kx8/OAcTOSYbciJQVL/JOIYsjBQ5OJ83eNjaOJcg6IUY6uJZgMO2dXWciZnyCkhNgS0EoXDKWJiXBEQJXWLhSkpaGrB0RkSFlgbM1dU69AKkpQUpCqNJkUyFpCY4ER0pcCzK2JpMLUEGGtAR7W+G89NrbCqQlqDCDGRoiY2tcC1wpcCSkJWRTIY5jIwUMpP1zKyW+rpQFEWkoZUlLgytlfB+ERUpCxtI4joMlJHnbIHeOnFNvaosgY4Fj22SdEMeK+bRsEz8/BwdHCuxCBiEsUpbNkBvBzsmz6pQ7RyjZChcbx4nHk2XadRdFl1QVm7TjJFxRNinjUrBhMNeCbePoHdvRO3fC9nEKQx4lR5OW8XgXQuK050ln/scSzxcrmXNxAoJDmrS0ydqQsyFnGXI2ZGxBSjhYwukGozvuWUMUhBCr1hERZ7IS62j/3y6sLfrWn43Bfb/e81/XnM4a8aMv5mH62ZRHVn4gQNRb3vIWrr/+er74xS+ydevWzvGJiQmCIKBcLve1n5ubY2JiotNmdbZe++9ztSkWi2TWeXtNpVIUi8W+n0dDDAbdZ7pus3DHRJN9/5t2PkfS8mzcTkmMQe/nxhiMVmgdEJmACB9FgDIhSoesnorn4oSJdRu0CfCFjxcpGhHUIkE9EtQj8CKNJzy0CToszZFKGJ87KdnJdSVkh0rFzNWejqiEktpyGo7NIo8eQx49BidmqS26lEMLTymUidPYQx1TMGrTZrFOSn0IQ6QBpYkIaITQnNvAw318hnJgEyiFMQrV8ol0TI0ZU15GMe2kNgSRjWUUgTKseOmz60xEzM1SCV0ibXCJ8LUg1KBMXA4lNJrAgK8sHOHjKwinzw+UBDMGX4NreQSBjd/RawgVBEoS+DZOysfTEE3Xz0tvNF3H0+C4PqJaI1CSUMX3WxnwNQSBjVIxGWjZOz/QF07H1+dKHxoegYGwTc5pNKEGXwuUUiijaUQCfXLpnHr9M4aWglArgshGaZOwo8fPLkIRaYNq+hijCJSiHNhwfOasOvXxRSqRRUCEUppIx2Sibe6pNqO9JiJQcY1EjMYXAbUIlupZONEzho/NUltOUwklnm4ztSuUDhPi1fb8j6UdHxTPuZgMNMTD0xHNCOphMu9CaEUG34SExk8C0xVKRRvyy/XPdZPwjMU6InxC43fuX2/dP602diT16z3/dU2pLmHtpmzKD4I8qiDKGMNb3vIWPvWpT3HzzTeza9euvs8vv/xyHMfhC1/4QufYwYMHOXnyJFdddRUAV111FXfffTfz8/OdNjfddBPFYpGLLrqo06ZXR7tNW8cPskRhSBiG8bLRDtI08SZuTBAHrpq1C0uz2dxYsdE0m60EUEQoHRCoJn5UwVOVOMNN1YhUC23CJC5B4/shSnmdOAVIFvIkO0fpgGbTxxARqAZVFpiL6kw3Io7VNcfrmulGyKyqUjNzBKqBIUQpzZnWA0mQquohyIzBT9Os4LVCQtVkQS5wrGb41tww0zdpmh+7i+bH7mL6RsW3ZkY5UjXMixUCXUMbxVdPVgl0HWX8GCjqkEj7+KbObFPxwhEfnwbTzZBvTY/BRz635nbJe+9n+oaA+2s2S8Qxcv/+9xErQUhD1gloEdCiKZvUVcQ95SIv+RWPWhRydyWL+fANGz4O///czsGaQ0NFPP1/PoYzLUkl0NS1R8N4NCLFig8nm2km/uRKyoHh/gdGwN8YSIn5ee4+OkothOIfPo2jtTzLAVQDRSMKqYWGxUBwYqWE/M2rKQdw+DuljcdOIoe/U6IcgPVbz0F96lYWA0EtNNSjiGqgWA7gaC1Ps9lEGXiwlkH8y+c3Vur73P/ACOXAMPEnV1G+qcqKD41I0TAeTeFRCTRnWhLvn69HG8N0w3D0S2lYxzXfFnnwEN85Ms5CK0L6AfeUi9RVRFM242dnmjRknZUg5JZ/MERKs0SV+2s20zcEyHvvX6vzju9w5MsZjtQEFblC1NTMNhW+qRNpn0iHaB2gdEig6yyaJaIwjiEqi3lO1iPuLOeZvlF1x/BNmm/NDXOsZliQC4Sqie8pmmYFZfyEcDRhQ0+CukPVoNXyMCYi0i0aeokFsciZpsfxuuJY3TDdUJzxWixZc/iqEs/3IKDanKNdO3I1/5QxAa2WRwxy4uDxSHkEUQ1fxeuEryoEUQ2lgmQ9ivvWbJU3fMyrwyg2XNdMt2etc61rPyJiAG3Ew/KzKY+sPKqB5W9+85v56Ec/ynXXXUehUOjEMJVKJTKZDKVSide97nW8/e1vZ2hoiGKxyC//8i9z1VVX8aQnPQmA5z73uVx00UX83M/9HO973/uYnZ3l3e9+N29+85tJpeI331/8xV/kAx/4AO985zv5+Z//eW6++WY+8YlPcMMNG29sPyiysrLC2NhY/IdRGCHAbJydV6nU1qQYd83g8ZFKpUk2m0lAVCux9vhIaa2bdQNQr0U9oK130QWBQZsQryEpFELCqEGNM0SOR9kM4gZJZpNo0DLLNKNlwijOxiuXqzSDMkr7new8Y2T8DqoDWmqFPbVnEA1Ms2yd5P7ApTU/yrHGMAOzw/F9CuBMI+KUnmdRHydQDbyGYl6dxFNlQtVC6SAp6QFSWczIMp8/mieYanKSGb4yvxX/c6M869hnSO9xQAq8wz73HR3j68vD3FdpUJFzuI0Snz/tsSjK1Fki0LH1xkjFsrC4tzzGHX9yDE/kuXfF5vM3jfOcxmeQv/gikD3umIUFmn97G/96/zYOViK8wGfptz/CqfpWFsImFbmCEgqlNdIr4Eib6ievpxk8ga8uZhl555eZ+p3HY4aH14wbefw4R95/jG8sD+CHEdXbv8kDVYeZRsRi1MITHlGQRzRS2CLF5XPzqFBw62KB4Xd8juH/fvVZY66W3vE5bl2cQBrN8vRpvvP1UaYbmqXApyYaNKMUNDI4wuHSX/t/DIpncKia4UufHeAZzhfWz85bWuL0732bry6O4GtN+Z8/za2nxpnzIpZNnbpVQRPhhg52PceXPpklnfWZEfBvMyWufcfX2fVzRfSVl/ffh5u+wl2fEHx1IcdiVOOd197H7/7vAsuiQpNlPF2LszYtiSUsblkYwyiLysgc91WyyFPDPOlPy1y0+zrSe1OgDd6RkLuPjnLbUokHmis0WOI59hAf1rP4ukqoW8lYjms6eqqMtjRPbT6fewt3UI3OcNixCRa2seQPM5iM4XIIZxqK42qOZX2SSLUYqu7niLoxyS5VfdmrSidFk/0hTLaO0h6tYIlF19CUZdJRERuXiICmrNCKlvDCCtp4lMsVQlXvYYJfZeExilpVMTBAPP+1H1vuTEgkvFXZeR5Gx/0ql8vJ72bNGgRxoHm5XGV0dDReN9qWpw3WNYBarbaG/+9HWR4Oe9umze6Rl0eV4uBsvvh/+Id/4DWveQ0Qk23+2q/9Gh/72MfwfZ9rrrmGv/mbv+m46gBOnDjBm970Jm655RZyuRyvfvWr+cM//MM+v/stt9zC2972Nu677z62bt3Kb//2b3e+41zyaPNE2ZbNgQsu6FzPuXiiPM/jwYMHz8rPEv8Sx2ocOLA/AZsb878AhGHIwYMJB8xZeaLiTL/de7aRzWY7PFFSxrETQOwmVD6GEK1DlFLMnPRZqZ1EG4/VPFFCuNhWlpw7yvhUgUIxR8oukrWHyTJIymQwQuOJJi1dTqxoTYyOGDi5l9vrX8SLymt5omSGgjPGEFu5YsdjmS4dI2cNM6Gm2JHLkkuGTzUwLPohcyxTZQ5tFC/zM/zVA7MscgJP1ZLCu+DINGlrgG16DztzGZ51YIKvaJtRUWJX0WFfPmJb1iNlR9QCl+ONNIdrklMNjyotXijm+MJxn6+XV6jIJVq60uGJKpoRhijyExMOL3mc4R/nL2E8Y3PxgOKysSWG9wfIAQe9GDD7YIbvLA5xfzXmiXrDgW/yma86/OtpWNR1qrJMaBqkKTKoBxlxsrxwKuK51wR8+DtPZjgtuaQUctm2eYqXpRATJah7+PescPCBmCdqydP84lO+zXWf0nxzxeXeSp2VhCfKFmmKeoARmeexgza/eP1T+NCbKzi2ZG9Bculgnb27lnG3uaA1zSOarx6Z5J6yxVwr4vU7DvHxr3vcXRYc9BapisUOT1TOGqakh9mbHuC/vqHK+295HC42k+ksewqCPTmfkSQObd7LcLjucqiqOB1WCasBU/UZvjLf4pQ8EoNr7SU8UTnSVoERdvD6XUN8Jhfi2A5FxhlniJGUQ9GNx3oj6nKHlc1p/FaIedDiMPdTC+eJdGsNT5RtZRhN72V0t42UGkumyNgD5K0x0iaLMBJftGiyQjNawo+qBH7IqWMr1P25eK7oRnd+QIcnyrXz7N47RSpl9/FExYkaduzK1mGHJyoMfY4dWaTpLRK7zhJw0jen4/m8e/cO8vlcMsc3Xie00hx88AhB0DwnT9T2HdsZGBjsObZW2mcaYzh86DDNVmOdVo+8/EdTHLzoWdfy3w+8/fvWpY3mLff+3ibFwSMoP1A8UT+o8miDKIB8Ls+u3buRcmMPbBRFHD58GN8/ezBzL5BKpTLs27sHq10iovf6eoaG0pqjR0/RbFbpA1AdpUmQepLJk04V2b1nCse21+F/gd64p5nTTRaXT8VEm6a/SG8bSMVMzmkK6XEmtudIp1IJsWecWdSOm4rfjDVCCJz5ndy7+OWEaNNH6Yh22RcpLKTlkrLyuFaBEWsnu/bupJk6E1MgiAwy6bOiHZtisHG4srWdTx+6jwVO4EUrRNpHmZC4hIqDY+UoOpMU9TD704Ps2LmL4+kVLGzSJotjnESvIhQhofAByQWew+zMGe4pJxu8rhHp2O1hiVTMgs4ge6xJrhiWTG3bzneCNLaQpKVNyorDe7UxeFrjJfF0T83UOT19gq/OSw6FCx3iSqUDXJklJQsU9BD704M8fSxi65ZJvuKNIQSkpSRlSRxLoLTBV7FupQ3PKVU4fOw4X563mfd8TslpfF0j0E0s6XYIQreIIS4asHnHLyj++POPJdAKV1qkpcRJxnOgNQ0VERnNkwqG40cO841FxVzYYE6ewFfVxJ2lY7AjCwybKXanBnjrFYIP1icJhIeNS8qksE2MgCMR4QufEA88m93LZb4yV2PWOk01nCFUjZjPCR0HSyd0GqPs4HnbdvGdwXk0UZzkIdy4lA2g0UTGQ5sQFQnk4QIPhnfF4EfV0SpISvbEz6DNZO7YebYNPIbClq51V0ormTfxONaJW0tpzezJOsu10yjlJfqCPtdbd464FHIjbN85jG33zrVVlh1AK8WJEwtUa4sJ0abZYE4LbDvN3r07SK1mFW+vFW2wZAwnT56mXFneEEC1xZIWu/fs6ZAIbySnp6dZXFo8Z7tHSjZB1KacTTZB1HnIDwKIAkinM2zfvn3dYHiIzd2nTp0iDINz6urNcHHcFNu3bet52+yXZsvj1MlpPD+JRzjbkGm/vSYLu22n2LZ1kkJxbbaXQOD5AWdOr1CrrwDhqtgu06crBj5unDXl5piYHKJYytNbc6yd0ROFgsaSy5mlQ0S6tWpD08QbS5eDypIpHJkh4wwwOjlIoWSjTNTzti+xZQpJhpEzE3y7cg91NU+gaoSqlRQKTorhyjhjKe0M4Mo8eYYZMUMUJwcQYwER8WZoUFjE2Ve2yVGcdamurDAdVClbi9SiOSLdSgL7wUosZ66VZ8hsYYgiW7MuuaExmoMuvtUkEjHQi+vgpcmoPKONFtWleY7XIuZ1jSVxGl83iHQTbVRy7VlckWNCTzHiZNlZsBgcGmEpM0DNahIKH41GEmeZZXWWHaHP3OwMx2sRi2GTiqxRMTOEuok2YZylKbOkZI4Co4yYAbZkXV60N8eX9RZqdh1PxHUE4ydnk9NFSnVDefYMJxsey1SpyzL1aL5zLwwaW6Zitm+rRMmMMyYGeOqOQe7JOnhuJb62ZBzJBPxQySHPNDkZLFERi7T0Cl5YRpnYGgqadl07x8rgWgXy1hgXZw+wPDWHtOM4ut4xIYWF3zSsnAmo+LOEqkGgmqsAe5c0VgiBJVNY0mWwMMXoZA7b1QkhZ/84bjV9zpxepNmqJu6ygHZsUr/rrX+OpFN5praOk8+l1wUwXsvj1PQMrVa9B4ytA6D65jRYlsO2bVOUzgIgfD/g1PQpGvVuUsL5BIBb0mLL1FSHG3C1hGHI9PSpR52r79EAUf/tYQJRv7IJoh5R2QRR5yE/KCCqLfl8gWIxrqRujMHzfKqV6kM2da9OFc5msxRLpcTKI/A8n1qtQb3Rs4Cda7gkQKpXfyaTpVgqkE6nkULi+z6NhqZSXYKkhG9/YGt3g+joSXiq2nXJhBCk02nyBYdMpoRtOQRhiA6yzC+eTAJjVRKY3h9H0gZR7U2tzWBuJRxVjmuTzgmK+RFcJ0cY+gy19nC4cm8SMOyhjE+k/KS8RxecCWkl1qgMlkjhyiy2yOCSxnZtRL7JQH6McnCcIWcvXjNELjmEJqQlWviigaerBKpKZKIktgSEtLFFClumyFpDZEyejM6RFg62ZeMNewxmhpmJvss26wqazQapiiFQEZ6KqIsWdVmhqZc7/TdGI4WLJR0cmSXPMHldJC9cspZNMeVQS6Vw8ymMrTEKZBOGVYszVY+miqibgLqs4lGnpVdQOkSbuASOJVLYMk1aFsmaInmdJStTpKXNE3YMcWegKNg5lllhrvX/s/fn8bZcdZ03/l6rhl173mce75TkJiQEEgghhFEligwqaj9N1H6w8feTn7bQKNg+0kKDti2NIyq22HT7qI9ii+0jLdidFhAEJUIIUyDzzZ3vmc/Z865dw1q/P1ZV7b3PdG/CDUnkfO/rvO45e1d9a9WqNXzqO3y+Z6htTdEP+vg6pCc79ESbQLUzd6lWJqhaShdb2IaZW1bIUcTTBXI6xzNnF3nQXaHgFOnoTbbaFyi0Fmj064SiT6h9QtUlVB0TI6fDHc/PFrmsILUtPSzhcqx8LfXCI+RyecKoS7u7Rdhz6HSaKB0Ta5PdqnSUxEKZOJ/tY06mXEjSQmJRrU7i5RW5XI4oDun3W3TaMZ1OeyS5Ip0nKQP67nMkLZMkKRYrlEsunpfM5X6fVqtLu1VPzt421/ab10NrnucVqFbK5PMeCEEYhLTaLZoJUXIqjzaDLpfzklhYDyklYRjRbrdoNBr7Zg9+o+SJAFG/cPXlAVFvuvcARD2e8qRiLD+QS5N2u0W73fq69YxWgDcZfTuy+vZw711MswkzN8d3e50M4A0W+/1ktyLEaRM0CIXWqV6AegasDNCSWYxGmsVkJGFCHtGnQAiUjkCBkpqoH9H1FZsbnaQens15sZQxNGsdEes4S+k21yPju0r1KmIiHYCQaCL6AcSbMc3Ns0Q6pCPOYQkbGxcERCIg1P5IqnjaVzLpB40i1n1CHISURDpCxoJoNaItzhKQ54w+jYWFm7i0AhHRFz6KQVCuwAYRJazRxo0UyZBA9OlqQRRpmnFI1GkSbWoiEWFpiYXFWrJsBEQEok8kQgwzvnkGEgsY1GBUOiKkT09YKAVd1eevT7RRIiYQARqFQLKlGyg0kQwJ6ZtsyqQvJIJYyBH2a0NcEQAii4n71OoGkQiJtQmCBmhxJmmHJtbBiOVwt+dn+jhGEBAqRYTPffU70VuRAbZ68NzTZ50GZw/r3U3MvQp0QoWwVV9Gb0UZYNpx/LY5J7J5tcvLXBZHGNPpbNHpkFnOvi5aANM5APh+F9/vPoq14NKk3/dZXb04n9qBHMiTTQ5A1IHsLY8WQO1F2je84O8DoMQQ8Bo5b49zBsAJhmM/tm9kJoso3dSt7DPBTr1aKyxhIWRK6mdl18hirrJ4FInEMqUpREatmLRrsCGjFUpILGxckUMgyIkSUgtjhMNwVsV6COQIGxuScj4G9EhhZUWczfExVgJYXJ0DDQUKQ+G+Ju4qZgD4ZMJOL3QEOAgktnCNK0sLlDCMSVJjiCiTdsgE6CnTYCIiIhGhhDL3gcAWJmZGJ22UiXss3fBjERMRGb0I0HYWu6TQKGHaGROjhLmOTAgkwUWIKBsXqUXSAAdNLCKsRJetnYQU0ri+jPs0oQZIfgwZ5t7Pzzy7xM0lUtBkY2OBiDPApFIrahKTl44LA/RTMBln40hsG6ciYfoXYjDe9wJU2djYa57serDpo+Fjdlp8L0GGgNRFDz3ICfu6RSNQ+z3XS5TLoeNA9pcDEHUglyZCPKa3z0sFULsev+9xowBKbNO9O5DS2e/p+dvPE0ImG6y9c9PbZWMT2SZlwJkUdnafw+dLRMKYbsCKHJp6OoE7w/cmhW2ulrQ5BVBmo7cynQKJ1FbCGW1lFiuVxLqksUEiiWcyoMswamsUFiabK9UAIHSSCCDARiJFErCORmmdABxpjhNGtyVsYgzgiomS6xnLlRQWQktkco6BDaNtVWgibcBh+rlIAEsGHLPEMdOXhsF79Pml/So1aCxiERvwl7nXGDzThElc6Sjr0+3jYfiZmO/NBmdARYTUyljIkCZVP6lhiU6BlGYYiO8YO0P/m0dtkiLQ8qJAaueHe8yvZIzupuWSgdT29j/G9eBALlH2CVN7VGoOHtHjLgcg6kB2l8sd+3UJAOqxnbf/98Mb0mONZ0vdg8adF6e2poF7acf+Inff5CADUDutYDFSWIlbSKLSMhpCZZYtUz4kyVYcItGTSRyMNIgmu84ogDLnCCyE0EgdQZIRlgK8FOikOs3n5mf4s0jHGdCROgWdVtYnqUXIWIt21nXM2iyGftcDl2XafoaseiK589T1N/xjjrMGQGeob6VWhn9o+zNFDJ7rSB3IQZ+k7R4AKDkCzo1FaH8ZLdFyKXNgp8t5uNV7A6KLNeQxnvcYZLul7EAemxwUIH5qyAGIOpDdZbv5/jG+0mRxV0NZTZdDdPK2L0RKlbDHcY+i3QPmZgEiAi3QWIjhMjSpiwg9OAd2bMbDOhUKgUboiEiAwFg+hoGQxjC1q+SMYStEChxGtIrEKkRMJARSWyaDbuh2FaBEnDjI4qQcSTz0vcpoHFQS46WECfCPdAzaWImG2zlw58VooZPjFXoku2y4pTHgZLpjFEJLIMqMIEn0WtZWRWrt0jv6Yfh3nfWTiY5CGNCUtVWk5X5MNuR2t9vu7TV9bUaBRhCjdGrJVCNjYLs772Ky/TnuPGcwznZv49cT1/R16nsU68EBgDqQbyY5AFHf5LI9uHz0y8uzGI5cYzcwtW2B33F8dmy6yRj3SAqkgAxMDRMADvSpETA1em5iYRLaXFErYkBg3EpCaLN/DMeUpO0d2jyz0jci+VxoSKxKWpjA40gohI4SK4cFiCTeh51xOwlfUBpPkwWFC7Cyem8WsRAjYGg4pie991hECTRLagfqiJih4GqRRO6IGKkN4Br0//anaSQe/idiYh0lbNaDGmqWBiUMXYSFTUyMRBIJ0+tpdbm0/1JANqjFZoCPSkr/DACMlVmlQKFFbMpbCFCCpN8GgDG9jsr6dlA/Me3r4TEnMGPOAGMT06T1AByk4MnUslND96AyoDUA16PjLv3MjNft43o7MN+e4cfIXNkxd0fmyu7Hf11y4Bv6hoq6DN19OXQcyP5yAKIO5PLJyNvqqJ9rRyDsbgv+0HEjZIJD7OWDS6XHxdlxxvWjdhwzkDj5fGeMitkAxQAEabN1CSRC2ljCGj0+3YAZthqkLpOIWJusvnRjjUWE2BbnYgkXS1uI4WmoRwGU6QdjFUvPjEWM0IMgbFMyIwEgQmNrBwsrc6tlICKheoiJdmSomfinOLunOLFIpSAptaJY2sLCyu48tULptMBz8mPilQyQ0kIQiwipbZRQxpIlFBFhBg4Hrjmytpp/aVsH2W9SkFiHZGbls9AZeIoIRsCcyKxt6T0bSgKd/D24D0gzMM2Ys0bGbazjjGZh51jYGcQyAEEAVpZZKnYBT9uB/k7RQ7/t/H3XF6F9M/Men931wAp1+eRy9OTB03j85QBEPUUlny+Qy5lsKN/v4/t7F1+9mKRvtBqN5+XJex4A/SAYLRT6mN9ENblcLuGJsgnCiG53J6fVbgvw7pYyY52BGNd1yOfz2FaeKNJ0u10GrOUpcBjezAbWLLOhiQT7DUCS1grLkRTyBXJuCZRDt9NFqbQwcpAdZzbcxCohNFqIzKVm2m4k25xlSL5QpB+tU3WvotftIlRaDkcDYbKhJzQKyUZoidT6ksQsJcHaqV5lB3h5j3p0gpp9A/2ejwytJCBcpfDRsK+rYAikDVlSxGBDtrVt4p+ckEIhT2C3sZRD3NXYfRuFJhSDTVoxTB8QgbbQQiXx6SY2ysIymXMIhICx4hih06erGvR7IQSDOCcpLAwuSYtQG+BjnqDGEjp5hqNB+whNrThJbHXoRg38no+K0kSEBKilzyehoSAbL6nVUGTvAmmCAUC5VAMrIop7dLtdwiDaxYU7sHbtsCIxDMQHcVaFQh7HkSjdx/d9fL/PIKtvVB4NSPHyJbycg0bT7/eSubwb2Hp0mbe5nIeXc5HScL51e2bOXWpSyF6SrRFSEgQh3W7nUbnj/ymJ5sAS9VSRAxD1FJPp6RmmpqZG6gICBEHA2urqoy6NkC58E5OTTE9P4zijBWfjKGZ1dZ219ZVHmZFj9I6PTzM9PZYVg870xpqNjTYrKysGlOjhDUOP6BjIgCRzcnyesYkc+fyoXq1tOk3N0vIyQdRBKoaoA9S2/03yfkqQKaXLTO0IhbEYLz/cvwLLmkB2JllZXqHeX4K4gxYSMqCjErefHKElSNnAn5a/jtbsKm4+TbmfSigASkTtPFc3qty1tURLbiVs1wMAAWY7TTdsU9qkSFWVuWl6kofLAaJsAMwMVSQ2tihjtyrcFER84lyTLSxiaeKQUpCmtRoAM2GoAYqqxJgs8pLFPKfsaVaqy8QEaO1CQtMQdW2+Jczx8dNNtpSNkhEx/RHAI8QAQlrY5LRHVVU5XCoxPzfPI6VNfLVJBJSpIbBw/ArHWzn+8cISDdlCEREnLOyp5Sh7bsJCCIkjchQYZ54pZudmWR0/S6jaaO0xjnkZiALF4vrV3N28B183EzdclFmPRp5fotcSFo5VpGxPMz0zDeVNtA6TsTkGQBBEqOYEp1e/QqxCYlJX7zA7/qgYMGdhWx5HF56OXWxg26NzKgxj6lshS8unhkDEdkC1yxxJWMunJheZmPRw3dE1Iooi1tc2WV1dyey95ryLzOsEQI3VJpiensTzciNQLo5jNtY3WF1dQSn1qIAeQKVcYWZ2dkf5F6UUm5ubLC8vEce7x9wdyOMjv/M7v8Ov/MqvsLy8zA033MBv//Zv89znPnfP4//8z/+ct7/97Zw6dYrjx4/z7ne/m1e84hXZ91pr3vGOd/D+97+fer3OC17wAn73d3+X48ePZ8dsbm7yxje+kQ9/+MNIKfn+7/9+fvM3f5NSqQTAAw88wI/92I9x77330mg0mJ+f5wd/8Ad5xzvesWPf+kbKAYh6iohlWRw7dgXF4u6lWVzXZWFxkVK5xKlTpy5Jp8lQEhw9eozKLqVZAGzbYn5+hkq1wsmTj6BUfAlASiCExeHDh6nVqnvcD0xPV6lU8pw+tUI/aCQuqr10p8WNc8wvzDM+vnt7hYgp1yy84jwbFyI2WqfRWidvZKNWATEEoHJ2hWfOv4hw/EICAra5DrVClzaYvbLC4VNH+VrvbvxoCxXHxgKVxReZOCdHeuRkiZqY56UL1/Lg+CpFiklWWmK9SGJr7AoslSN+ePww/+/DRZYsQaR8LKGI9TCvkY0tPYrUWBST3P6MGv9LehSsHoICEguhRRIDpaGqeUDV+NnZgN/7isPpwKIvOigRoXSY9YMUNo7IUVMTHPZK/NgzY/6oN4NvdylQNfFWSZsVERThAVXknS/o8567bM74Fg0pje6hEiZSmLI2RWrMMckrrizxNW+OM7lNBFCwJpCJdUYRo4ua5UKeNy0c5Q++sMy5xL0a0kOIOBt2lrCQwsGTZcb0PC+amuXMlM2Gs4TQAtcqZ7FmaIWyNY0jm9y49izOnT/LsnXOWO9UQIwawhLGUpXWz7vavoHw2CbSaRjPmMyNjAvL0ohCwNWlGzh95hTdcNM8q9jEbe0Yb0IgpUPerXLllVchnA5aG+AzLK4L0zN5iqVrOXXyJFHsJ+NrP6AjESLH0aNHKZfdXQ+xbZfZuVnKlTKnTp0hjgJGS8jsptdkSS4uHmJivDb4eFivZTEzM021WuXEI48QJWWnLgVMzc7OMTMzs+t3UkomJyepVCo88sgJ+v3+RfX9U5IniuLgz/7sz3jzm9/M+973Pm655Rbe85738LKXvYwHHniA6enpHcd/5jOf4Qd+4Ad417vexate9So+8IEP8OpXv5ovfOELXH/99QD88i//Mr/1W7/FH/7hH3Ls2DHe/va387KXvYx7770XL/F8/NAP/RBLS0t89KMfJQxDXve61/H617+eD3zgAwA4jsNrX/tanv3sZ1Or1fjyl7/Mj/7oj6KU4pd+6Zceeyd9nXJQ9uUS5MlQ9uXKK6/KEPnFZGtzizNnT+/5/XAB4iNHjlCrVofM9TsLlqYzsdXq8sjJEzsCwQeKk7R0YbOwcIjJiRoIgUhq3g1iXpIYF20AWafb4+QjS6ZC/TYglTKcC5HDtgrMzR5iYqqAFA625eFYeaQwLgulAkLVI4p847gKNUunOzR6wwVckxiqpNK9Y5fw7Aovmvx2NmZPIqVN3hqjxiyuyqGFpid6dNmkq+rEsY8kj34gz/3Rl+hGm4nuCITIitiWnVnG9DyvPX6ETxUDbJFjLJ5k0s5TzdnYAvxYs9WPWNMNWnILrTQ/FDX5za9FnBIPmqK7qm+AlsjhWkUKcpxr5GHedmuX32tci4PLlFNgvmgxmQNPKrqxZLUHF3oR61EbELzlms/zjr+a4KvBeTpsEag2sQoNYJAVSoxzfX6at71mnd/5/PNASKZcj4WiZNZTlGxFqAWrvsX5ruZMt4dE8OYX3M3P/WGJcx2fc/IUvmoSqT6WdHBliSJjLIoZvvuwzf3Fq+jaAVUKzOZzzBUElcQKsxkIHmnFrIVdIhHxppkT/NzfSpaiJss8QhB3TOkXrXCtAjmrwqQ+xAvHJ1mdGaOfa5GnyqQeZ8J1KTpmrHVCxUYQsC7W6dFibr3GV8+d5qw4QStczopHo7UBfZZHwR7nKq5HX9XBzsXmM1mjwDh5nUdoQSD7tNg0ZXTiHjTGeej8V2kFy4RRG6XDIcsZWd3HvDvG1Vdej3a3TIyZdHHtElK6CARKh4Rxjyg2xY17bc2Jkw8Sxd3ETRruOT+OHDlGtZIAKGEZiolk3hkXY2LN0zHtdpsTj5we6NtzTkvmZueZnp7YNs93Xyd6PZ+HHn4IrS7OlD45OcXCwsKe3w9LEAQ8+OADT5hF6htd9uWV3/JK/q8rL0/Zl7c9+POPquzLLbfcws0338x73/teo0MpDh06xBvf+EZ+9md/dsfxr3nNa+h0OnzkIx/JPnve857HjTfeyPve9z601szPz/OWt7yFn/7pnwag0WgwMzPDH/zBH3D77bdz3333cd1113HXXXfxnOc8B4A77riDV7ziFZw7d27Ptr/5zW/mrrvu4tOf/vSj6pfLKQeWqKeAjI+PZwBqBMJtM8Onv42Nj7GxuUGn02Y/qVTGMwBliA3TgOv0zdhUk9dEoDXlcoFabZZ6fSm54NACmQEoi0pplsmJGkLaSJHHsQu4VhEpXBOqrPoEcZc49olVj2Ihz9TUFKurMQofMezaE2mx4ByHK8+mMtnBtgoUnEnG5SJjapyCNKbcNn027XUa9jLdcB2Bz/zsYfpnO/TYRKgQpdMAdAtLuhScceblcTZmz+JYJSblUa6wp7h+zGLSNZvgen+MU515TnbanHdO4sdbHFtYZPN0g2UrIkAQqb6xYlg5XKvMpFrkmZUa/+BYFKhxlTXNTdNwy+wGk9f2saou0bLP6fur/OP6JF/erHFWLPOBnsMLpxrU12dpWRa+aBngIAsUxQRj8QTfvqD4w9VnUPVyXFfzuG2uzpWvAPUtt0CxgKhvwd98jvs+XuDjKzUebPr8p6/ezKsWvsb6I5OsCYu2FMQixJUlymqMKVnlexfb/N7f30SxlOPamsPL5jdY/GdF1ItvzR6HPHWK7p98mT/94mHuq4f87qdv4vsW7+bD50u0OlNIyyYQbSzhUGKCKT3GDeM2Nx6b4N4NwZW5MZ4/FfPCG86Se/UzUFdeYfR+4cuc+K91PrZU4966z+8vPZ3vXLiPjy9V6YRTdCxJoCw0ioI1RpkprvbGeNriNCuyx7w6wnXVAs+b8Hn6sfN4xxzQmu7DMV8+Pc2d64vc326yOrnG2yYjfu6LiwR2DxG3ELFEEWWFh6c5xqHpGVbyp/GsSRbUMY7lSxwtwmQuGRNBjVPtGU50WlywH8Yfa/Aq/3n8j/VP0VaB4dtkkEggLRdb5nne2MvZdL+GJV08p0bZmmVGLVKSxi3dVSFb7iab6hzdcJ1Cyef49PN5cOXTKCVRxIiRhABTU3Jm/AqqVQOgTFFtD8cqYlt5QyiKieUK4w5R3KNUFkxMTLOxsWwswLu59ITA82oDADWyTgyRxSbATIuYfN5jamqW1dUl0INYy+3iOC5zc3ODS2277vZ1zXVdZmfnOH/+3A5d/1TliYiJCoKAu+++m7e+9a3ZZ1JKbrvtNu68885dz7nzzjt585tHAd/LXvYyPvShDwFw8uRJlpeXue2227Lvq9Uqt9xyC3feeSe33347d955J7VaLQNQALfddhtSSj772c/yvd/7vTuu+/DDD3PHHXfwfd/3fY/uJi+zHICop4BMTEwCyUKz/S1QQPomKPRguZqcnKDb6exYwMybaxqvNABQBvB4SDkgglQ6Ruk+SpEBqYmJEo26NHrFds0CcKmO5UBYSJHHc6oUnRlKTOBpY7bt2m061gadaJ1+CLHqUa15bG7kCaI40Ztm90mkcLGtAmFxBcsap+BMsiCu4Qq3xuGSYNw1978ZlDjTLvJIv8qSI2jrFXSxwbh9mFXdJ6IHqp9YoWxcu0hVzPGDV1/J/7JOMS4XeYY3w4unQ573kmWsa80irx68wOnPFvjEco27N67ilLyfc9UzXFeapN1t0BESGRvAassCBTnGYbvC225v8nN3TXBETvLSuZgXf28L/T3fQXp3FnAFcPT3Pkz1U/N8cnmG85U1/uXPVvn8j5n4JSEtNDEeFcbUBPO5Aq/47y/ixOvXuKri8c+vWaL6rleMOI50bQz++ct42j/TjL3lY/zZiUlOtOH5f/AdfPRbP43qjiGExJddiqrMlKhyqGjzjP/727nrDU2OVxz++XXnKP7Cd+2I6lFHj+L93FH++b/7MB/46iIPNeHmP/puzn3337DUrYKCnnBwyTOuqywUcnzvtSt8pP50Jl3Jt82GvODHbNQt3zOiWz37Bo49G/75W/8nf3zfHA82fb73Iy/n/Lf9b5ZXJ0CCZTnExJSZYlaM85LpkM/GNlXGuXGswD87vsz4W25CTw9AXwF4wQMPsfDes/z3U2N8udPnT9c8DudWqUdjJqAcgdIxObtKUU7yNG+MC+PnKcgyR9RV3DSR51tn6xy5pYu8ehaA+L7zPPLZEn+7UuXzW1dxVtzLvYVNqmKOwG4RRAyC7JE4VhHPqrA6dj+OkHhOjQnrCq6Q81w7bg+NYYcz7TyP9Iucd6Cjl1GlVez1ApHooaIgmb/pvHawpI1XjgAXKXM4dpm8PUHJmqSoqtjYhCKgLbdoW+v0gnWiOGZ8vEx9q0Gsklp420ljkYyPJ+EDIim1I1ykcJEyAVJaZUWn0QGaiMmJMVZXl5NM1527uEBQq9WQMqXlYKclPGuLyta18fFxLlw4/00bbP71SL/fp9lsjnyWy+V2xKqur68Tx/EOF+vMzAz333//rrqXl5d3PX55eTn7Pv1sv2O2uwpt22Z8fDw7JpXnP//5fOELX6Df7/P617+eX/iFX9jzvr8RcnmYDw/kcRNLWtsCLhMu5bQ8iUjLgAwtSECpVE7+HmZMHl4lBeVy4h4UFkK4WJZ5e3XtEq5dwrEKWNJLXAIWCEGxmDfHb9Nl/pNY0qZYzCOEjW17FOwJxvUcc0yyaFdZtKvM6xnGxDx5exzL8hDCxvNcpkvHsaSd3IsBUKlLwrMrFAo5LJmjYs1wyKlybQ1umWzxwsMrvPDwCrdONrm+BkdyVSpyzryFS8m3jF+LKwtYwjE18YSFZXnYMs+snuR/+1vYIseMnuT6muaW56wg/uWrULfchLrlJvg/X8mx2wu8cKrJkVKeophAEfFvntekFk+QE2VsWcCWBeMaUzWuqQp+7aNPI6+LXFGxufVZS+jveemuz1j+/76LFx1d4lDJwdUu7/15m2nPpqYq5KniUaGoy9SsHPNF+NDrHiJv2TyjGjL2Y9fvPXikYO7/s8C11QhP2tzx/32QQ0UYd10qqkxJValSYjxnc6QAn3r9AxQsi2dW+5Te9Pz9hiWlNz2fZ1b7FCyLT73+AW69epnxnE2VEiVdpaLKjLsuh4ow/5u309eaIyWLW25eMX26h4z92PU8oxqSt2z+8ocf4HlTdWpWjqIu41HBExVqqsK0Z3PbB78V5UTMOkVuHu8x8a+ejt4lZkNdc5yjt5e4oRYxThk/D9dUBSVVw5OV5NnlyYkytXiCNz5rHceVFMUER0p5XjjV5NjtBfg/X5mNCfEvX8XxV0tumeiy6JXwZBWrGDGrJ7FlPhnXpgajlA6uLFCRM7geJi7KmmCBWa6u2tw62czG8C2TLa6twSGnSsWawZI5CsUcnl3BFrnEApTOD4ElbSzpUSx6mBeOHDm7SlXOMhPPs2iNseBUmJcTTKkFSnIS1yohhEuhkKeQm2Bged42p4VFqVQYvGgJy7zQ2B6uVSKXrBG27WXuSpA4jo3nlYc07QyBSNeeUd59a9u6NvrCKKWkWNg9JvSfoujL9APw3ve+l2q1OvLzrne96xt5O5dN/uzP/owvfOELfOADH+Cv//qv+dVf/dUntD0HIOpJLnaSdTDytpZZo5Kfkc+T82x75O/tYkkrKeeR1JBLapxZ0sGSueTHSeLABgZLIQS2vTMTYrBQmkVUCIElXByRp6gLlG2bSs6i7FqUHJuSKuGKAvZQsK7tOqQZeFkmXhb87eI4NpZwyKsSFVcy54XMTzaoHI+pXKOYm2oy5wXUXElRl7ETF4m0HSzpmvtJ71MYnTlp4bl5bOFRth3m8wH2jbM77k/d8mzmZ5tM5qCgSyatXubwhIOLhy1cbOGaIHWdo2xrCjmHnHaZyincG3du7sNSud7ENOV0jnzOoWQLPGmy2hxyeDpHwbaoOlDK2eQtyWKxizpyeF+96vrrWCj45CxBwXWoOYqCLXCFhacdPGlRsKHmRpRyFjlLcKjcRk9M7KtXT0xwqNwmZwlKOQt3Bgo2eNLC1S6usCjYgpqjkucmmHA19k37x8CoI4dZLHbJW5KS51Ar+RRsC0/ncMjh6ByetCnZAkdKhJaUXYsjE419+0LdejMLBZ+CZWPlLMq2JqdzJoZNuCY2CQ8vydKUCAq6xGQO5mebqFuevbMPbn4Gi7Um4zmBRwnHscklY9UEv1sm2B+BJV3ydgkEWMLBEyWqrs2MFzM31aRyjaJyPGZ+ssGcF1JxJXlVMsBfCBzLQ2RW4nR+mB8pbGzbzgLXzZyrULZdKq5FzbUo2xYlmcOjZABeosN1c7BHaR5gJOvJJHY45v4sDykcLMvDSixTmR4hBudtW4PS70fWkEtY11ItT2QW1jdalL48PwBveMMbaDQaIz/DLrtUJicnsSyLlZWVkc9XVlaYnd25LgLMzs7ue3z6/8WOWV1dHfk+iiI2Nzd3XPfQoUNcd911/MAP/AD/8T/+R975znc+odmbByDqSS6P1XS9/bzti6RSe5NSpjSKgzIXo6Iu4mhPdackhAqF0ppYaSJlMuXilKRxKL4jnQi7Be9LZPZ9LGIUECpBGNiorkJ3FGFgEWpJpAyj9nBJlr1EIJL2KmKtCWMB3Z1ZQKLVJupLYk3Gfa313hNXCJ3df6gFdPx9+0z3ImLNoN/3CMhVgFamrUFs7XrMdomU4UYSOk44vvdog47RQKguTW+oLPO2u0f/ptdSyrC+R5pd+3a7BLFFrDVa7d2/Gp0UFTbFhcNw/zaLVpNASTQQqQgh9h7DKSO5QhFriPoS0doZXyjabcLIJlam6HIcx3uCETDzIuP1IiZSOhnDFrqjUF1FGNiEyhCrxmKoKLXeW69pc0p+ZVpu2OM1kTL9HqNR2ozcQRC5GlkHdorc8X1GNJoRjO5e8mb7efutP49G1IEr7zFJLpejUqmM/Gx35YGJPbvpppv4+Mc/nn2mlOLjH/84t956647jAW699daR4wE++tGPZscfO3aM2dnZkWOazSaf/exns2NuvfVW6vU6d999d3bM3/7t36KU4pZbbtnzvpRShGH4mMfT5ZADEPUklzAIiKLIbKlaQ8KAbXiV1AhPEUMxUd1ud1tw5k6gZEj90splIbHqJ5lBPcLIZEPFcT9jiwYTeKhUxHYZ6Ff0er5hxlZ9eqpBQ9ZZD31W/ZD1fshG2KMht/BVm1gZ/Uop/H4vySDSSbsSIKQ1ofbxfZ9I9+mwxWov5JGOw/2r45z6WpWTX61w38oEJzoOq35ES24RxWbDbnS6RMo3sRsJcIt1TKwDuiqi0i0QqB6bkc/DnRz1TzYQm1uDm2u3UR/+DPctTXChq2nLOpqYtU1FT/cJ6BHpIPnx6Ys+m4HkkOPTFT3OdwVbn96bDFU0Gpz7YpHlHviyx9O8Nq3IBBn3hU9AD1/06UYxjUDwjNISvUhxol1A/t3uwZ6pyL/+BI+08/RixbPGTrMVSHqhxtcRPdGnqyI6Eaz3bW5cOEEnjHmwUULe/cX99d79RR5slOiEMc9aPEH7lKQTQVdF+KJv9IearUDS7XaJdMyyL2h9YmN/vX93JyfaBXqR4pmlZVbqJbpRjC9MPweiS1eFtCLonTpJJCI2+zH3bYwhP/GZPfXqD/8DD7Xz1KM+YTdgM5D0RZ9I+0Q6IFYBAT16us/mliZWIW1Z50JXc9/SBOrDn4H2AEiJzS2i//lF7t2osdKL6NGi75vxFOsgI0pVCet8pHx6ukMYRigV0lMNNoI+Z7qS+1YmOPnVCqe+VuX+1XEe6Tis9kI6bBElBJyB6g2xpaccVCbjTukoI5mNVUgQt2iJDTZUm/V+n7VeyHo/YJMWXbYI4x6akCiKCII+A2b87aIysl0D7iOUSgPUe9n/seqj1BCrvFL4fvLSkFUWGPpf6yG9PPp17ZtAjCtOXJafRytvfvObef/7388f/uEfct999/HjP/7jdDodXve61wHw2te+dsSK9aY3vYk77riDX/u1X+P+++/nne98J5///Od5wxveAJiX4p/8yZ/kF3/xF/mrv/or7rnnHl772tcyPz/Pq1/9agCuvfZavvM7v5Mf/dEf5XOf+xz/8A//wBve8AZuv/32LDPvT/7kT/jgBz/IfffdxyOPPMIHP/hB3vrWt/Ka17zmgCfqQPaXer3O5KQJLicpHWEWn6GK79ve0BqNhvmYUSA1eCPUbNWbzHk582asDG+QAUhJja80O09FpItZo9HeQUOQBYFrRawimg2fcrlEpLr0og02bejJFo4wgeWB7NBVdfpRg0j5aB1Trzep+82EhiAlNUzIG5XEj5r0u7NEkU9LLnHazqO3Fljvu1Rsk5XUCGG1F3KWJVrxEpHq0W51+VzvAYK4a1LkVWiK28Y+kbBYsVd5kRxnRfssW2f5ytZx7IcX+JZfvIux+R4IaCzluGd1mru3bE72N+nqDcI+/Kf7PerWBfy4Sag6Wd+2rToPNMb4ged8hU+vXM2JVpn//cgcr/x3H6b8w0/PMtIA5F1fZPlP1/jY0hSnOl06cZubv2uZP/5lj4Zs0KNBnBTXdWObC90itbdcRfMdPl/ZKnHkj2OeWfgi6uZn7Rg38u/u5PP/r8fX6tCN+1hvfwFnX34XG2Gflmziiw5aady+xemOQ/zm22i9sck99SJH/kuLp5UeRF1z9a5j8v7/0uKeepme6uP/65fw9//HnWz0Q5q06co2ofawQ8nZjseJ138E4ls424742EMLfNfv/BXyJ757Z3vv+iJf+eOYr2wJOiqg8uajfPZfdKnHbdqyQY8WWkU0ZIPlrsVf/9QZotwUK5U6n9uYpPonIc/a/Cj6+799oLTXQ//px/j7T81wz6amLre4Xgi+1FC0ZZ1+3CFSXZSO8UWTuuXwXx+6gvbMBs7YBifVOJ9eH6f78Wmecc/fU53rg4atC3m+vDbH5zcsTqsVfNVgbHOeB8WDRHEvo73QSf3EIO7S5AKT/rXE1ia9aJMLzmloHKEXFag6Zgw3I1jphpzhPK1oiSjyCboOftRMKB6SuUhqhYuJlU+3oygWFUoH9KMmTSC0etRlCVs7RDLEV0164SZB1EapkHq9jh9uMbBNbpvTOqbRaFOtVMyaoyKU9NEqIlbh0JExWgcZAGo2m8SxP/T9ToDWGF7T4JLWtU6nQxSGfLPIE8VY/prXvIa1tTX+3b/7dywvL3PjjTdyxx13ZIHhZ86cyZICwAR6f+ADH+Btb3sb//bf/luOHz/Ohz70oYwjCuBnfuZn6HQ6vP71r6der/PCF76QO+64I+OIAgOS3vCGN/DSl740I9v8rd/6rex727Z597vfzYMPPojWmiNHjvCGN7yBn/qpn3oMPXP55IAn6hLkieaJch2Xa572tNFslm0y/BCDIOCB++9H7eFmSTd7y3K45pqrcRx7ECw+kv2nRt4GY6W4//4TRFFiVdmD4sCSBa66ahEvn0fKHFLksCzXlOUAYh0Sx32UDtA6QMUxZ063aLaX0bo/ylmTUBzYVpFybp7pRZdSqUrOLlOwJyiIMXLkAfBFl47axI+2CGKzUVjnDnNf6zP4YQOlwoxIUwoTJ1V0pxmTh5g+WsUuBZSsGWbVIQ7ni1RcgQZagWbND1gWa9TVeULd40WtI/zZ6fvZVKfpx22UMgSDtjQUB7PiOFflxshNTdGb6jGvFrmq7HFNOeZQoYdnxzQDl1Mdj4dagpOdDuvWKrmzAi+o85nWEi3WCOI2GoUjCxTkOOPxJC+dKRGVZqmXihz2Stw4rrlpapPpq3vIqkO8EXDhoTJ3r9e4pw4X/A6T3TaFzhL/60KfdbmRWDl8cqJEiXEmdZVXLdh08tOsFac4VPC4cSzi5oU1xp5tIWYr0Pbx72nytYem+diyx9muz2HVRm6e5nMbFvf2V2mzSV+3sYVHkTEm1QTXVfP825/R/IcPXknNyvO0ms1zxrocP7qOd9hGx5r2w/Cpk3N8aVNwxm8zpzTh6iN8eSPmQX2WrtokVIYrybPHKTPFldYMP3drl19tz1NUFQ47Y1xdsbiyFDDl+SgEaz2PB9sODzUiTqlVmp0Gz2r0+evVLZb1QwRxi0gZ/inL8shZJcblEb5n9iifHb9AzipRkwvM6immPJeya2ZPMxkT58USdXWebq9F7uEJ7lVfpBOsJqV1QlMORYgkxtBlofBMyke6WJaFYxfw7DEq1gyeNskjfXp09RbdaIN+1CIIe1w42aXRO5eM3x7DNfFMMLdFzqlxxVUzuK6TBIB7WNI1a1bqQlQhkfJRqo+KQx5+eJmev5G8FKldKQ6EcLjqqmMU8l62Nuy3TmilePChk/h+e4cVavsadPTYsRHOpYutaycefpj2RWhbHi/5RvNEveJbXsm/PvKWr1uX0opfeuSdj4on6kAenRxYop4CEoQBp0+f4ujRYwgh9oiWMaKU4vSp03sCqGGJVcSp02e48opjSBkneoeWsmF3oNacPn3BAKjdcHeSIq11TKy6nD23wbFjM9iWRok+USwZrmLP0KJ97vwazXYdrftDcUbGuiW0AgGx6tMKlrBXFnFcQ2bYj1o0xFlDA5CwiscqJC1KXF8LWEsAVOo2NAu+NO+5StGL6sRWQP7M9bjHWkRun461xhm/iNU31oFYB4S6Rxz5aDTu1hz/fekhNtVp/LCeWLiSum7aRHutO2fpBz7PrUtahYhThYdY7pT4UqtKTrtIHCIienKVrmgRSZ/uRsgzleCTzTp1zhPGbcLkjV5ZIUpHRLLPnavHeLl9gZNqip7scu5CkU+t1CjcP44UglhpOlFMU7XxhU/UDHmWPsdfrkiWrPN01RZh3EbpmEj6RFZAKPp8cmWB7zt8noc2bTp4nO3m+buVaYpfkeQsQaw9OmGFZhjSYAvZ1UypR/iLFZvlsEVdLmcEoaFoE1k+oeVDY4Ff/tU8Vy70+Krssr7p8pXNPMXTC+QsQ5fRjxSbUZeO7KD6UOmt8JHVgHVRp61WCVWHKO5nMTmxFXAihnd/dpaZqRxLU8s0o3Ue3qxQWC/g4iAQ9OnQlW261PFDn+d1Cvz1SoN1edZYd+JeYoVNXG8qYtOBjyxb1Pwx9PwWK3GLdesUjp/fMSaiqEcY9SmdPcxX9OfMeFJ+Vuw5LScTK8OndKH7Va5Yfw5iep0gahFGXbpyNSHMFGgVJ9QiIUpFbC7HNPzzg/GbxcslAEXHCBT9sM6Fcx6Hj4whpSYWHWJlXnZG5p2OUVpx+sw5en5jYFXeY05rQk6fPs/xq45i26ae337rxLnz5y8KoNLPz509y5VXXZXF5uy3ri0tLT1hAOpADmQ/ObBEXYI80ZaoVEqlMocOHcJ1dy/r0Ov1OH36NP3+/kHMqaQWqXy+wOHDh8l5OwMNBaYQ8Zkz5+h2d18cR4JGU4sUAjeX5/DhRQoFj50iicLIAKjmxmAx37GUikRtkv0jbHK5EgsL05RKHqNh0ulGZLG1HnBh9RQqDkZdhFol1i1ByrEjpIMt8+TdCnMLkxRKtilvk92SKYgrhYu9Nst965+nHzWSeJBRi4NMiAgdu2RKv1gVamKWiUM13GqYbIYqc61a0sUSOcRqhfrSBqvWMt14M9mMB6DSWPhyONKlaE9R1TNMixrVuSmi6R6R7hm3X3J/tnDJiTKFtTyby0ssRU3qcp1WtEyofOLYAEJLONhWDlvmKVuzjMeTzLgFpqZn6UxqfNFMaueZ0jMSC1cUmayXWb5wjgt+m01rHV/V6cUmDi3Wobk3y8ORHp5Vo8IkU3qcl1y1yAMF6MpNwtQ9lZRbyYkihXqV9XPLLEcbNMQKfdUZ6QutFTLJIHWtAgVrjKqe4TkzV7E0XScUxio4HOxsSZeo59A/JViKT9FTdfpxmzBqk9b6Gzw/Y6F0rDw5u8qVlWeiZ9cRMj1OjYyLMBCsXWhR76wk5LF+UvtwaLxBRoqZli6qVWeYmaviOGrwUjE0jvv9iPPnVml36gkYi3cAqOE5kjKXe16Fw4fn8Dx3m04jQRBx7twS7VZ9VNd+81oIHCfHkSOHKRbyu4KdOIo5d/4cjXp9h579xLZtDh06vKd1J45jLlw4z+bm5iXpe7zkibBEvfEyWaLedWCJelzlAERdgjxZQBSYt8parUalUsF1c2it6ff7NBr1HWRql6wzWSyr1SqVapWca8BUEPRptlrUt7ZGjt/LPD/UyOxTgEqlSrVSJud5CCEJgj7tdp+trfXMgrNjczDVYIe0pzXn0iwsi3K5TLWSI+cVse0c/X5AGEhWVy+g1GBz3LGhQQakDHngoESGFBbFYpFCSVIqjuM6RYKgRy6a4czqAwRh1wSlqz5KhUlgb1pOxsqAlCU9pHRxpIslTRq453l4ZU25NIYfrpJ35ul0OgQNST/wiegTqi6R6hFEnSSmJiFSlSZdXkqXnFUyPD2iiKsL5HI5RK3LWGmSreAkE+5xWt0mbHj0+l36okefDr5qZu4rlbhwUp22dMhZVTxZIaeL5HWeql0mmgzJlTyEFYOSqK6ksGVxvrtOT/ToC6M3VF2CuItSgWHVxgBPWxqAlrMq5EQJTxcoWgWeOXOMU946BbtEW62z3r6A05ow/SG69HWHIG4T677pC+JkrKiMLDUFaY4s4CRlcZ5evZ6V8ik8t4AftWi0V5D+BPXmmgn8V/0kYcIfshjp7PmZsWBlQM1KwOuhqasJ3TU8r2isR706/a7NVn19EECu4gRQB3uMN0hfBEQC+MfHpykUbXK5HEqFBP0urXbI1tYWg6LD8ZALb1us0La5ls6TSqVGpVIgl/MQQhAEPq1Wl62tjeR+t821S5nXQKlcplat4XlGbxgG2RqhLqHUy15SKBQZGxvD8zyklERRSLvdZnNz80lRfPgbDqJe8kp+4jKBqHefPABRj6ccuPOeYqK1ZmtrK1lkL5POxCqS8odcPjGLabNZp9msJ5+Nkn/uueDuCVYHG1OrVafVUgxiMyx2FA5m/wVYa520IXEToWi1mzTbCtjMwIBgUItQ6WiwmWGArdajKfZpNlOkJSgfJSLCbpdmR7PKJpoIS3SRwkakxX21CdiNU6ucELv6OFSSWRggiQnp9QV6JWJzpUGge2yJhwGBJWyQJgYt0ibQWY1YGgbBoVorlI4ItW/cpwR04hbxaoxaNYBUJnFztnbRQhGJkFCnAdS761Vo4zbUPhKBEhE91eLjS8vmPhgEClsY8BFrk+G23fJjxPAHpVQQSps4Hy0VYdTnsxufRK1HI20Sopk9a6WDJMtte8duGztJgWKETaxCTix9wXyWxg8N3adGoVU8lFm6nySWJ2HcfOsbS+j14XE6PJ630wtsj0Ec/ZZkPgmtaDQ2aDQ2hr7bQx7lO3S71aLdau2u6jGAp1S63Q7dbucxn/9PUb6e/rycOg5kfzkAUQcCbM/c21+2g5+Ln7f795c2wXffLAYybJ0aOmo3ACWGGT0GgbEaU/rDGL+sRKv5PwU4w5xT22NIBBKEyqwLmd6EQ0cRG45pYSeWDgk4g0044fYx4MzQR0hhmcwamd6llbUFTFp7TGDIG7ERyVTOy9pQT2kTR0VATJRYngRa2FhJsLFps/nRSTZkTB8ESGykFljksq7XCYNSJEJindJfqKyvpLAzvQiJTDM9tcoAk8BO3KNW1s/GmqcN35IOTEHnrFi0RGpQWUUQA2xTvYoYVIBMSGEFEksYoJf2rQHLBkQOALBEigTwpm0eDCC0MP0nhsaNFBZap9mria5d3HGgto0307L0+aWgewDc9uK52s29vdu8GQaAu7vEd9c3fNSjndfDWg826wP55pQDEHUgj0kezQL7+Mr2zWj7dymQGt58hqxhQoxunkMiklidVIatT6mVyFih9BCAGgAvMbKJDkBZClwyvcNxNplbRiJQiF3P27nhplai9Hi9C/dPen7aK9nf2bmj/SDTYs0M+sEQRUa76BVYWMSSzPVkibSMx+iz2a2tBjRu5x+zEEIngAykHoD9YfA30pbhv1O8rc01tosQMon1Ekla/dA42sG0PVqvci+CUTMehg7cMebkyLHD/xvgPzxmt+nez3J7mSQdf4/2Ot+Itn0zieaJozg4kEcnByDqQJ4Q2X3R3f6WfbmB2nYL1tepTcjEerXdCrGbxFzqdJMIA3KGAMF2y86u7RkCVwIrs2ql5wshDfN1AqQUOq3EyF6WkGEAtZ+IRJNx2Zl2pvXPtoPG3du9j9tVSEQCiB7NiBBCZtaz7W0dXM9YjQZAb/+2XrqkXEePx8vGxefJYwVD288/kCdOLgf+OcBQj78cgKgDufwyEhS+xyEXnd6PbhFPs6u+btlWzX6Hm2dfufhxaZbb8P/p5yOSAIfR2Kud+nVSPkdpkYCMQeNN/E6cHWfEgtRlmAAdo3tn3ylh4mu2X28/Ma634WMGbre0aWl81TBwMq6xeFf9w/0EA0C5XYxrbcgFm7ryLtLmAeC5uFxc16XL8Jh99Pk9e7n1Et3f4O3zwAp1+eXAEvXUkAMQdSCZpAvh5X8LvVTrkt7l92FEk8aZDMegDOJbzD6UWlR2s2wM61TJOSbIFy0RSbBvCnCMO2inmyuNg8mISEk3xPR3c56JnYkGLdExQkhi3R+x/qQuQRPrFCclQ6JRYCUAFRELiRCRAU2k7jUJGCZtmbY1BRlJvTSloyzmKq0Np7VCJNYoAyMkcXLfqZVqL35opXUSPxUluuOMIyujQ9AKRIRKgI2hYABEPHgUyT2qtB93aWta7iQDnBmwtdGIwTVSHcr05Qhbf3rPKtWtdnl+ZlwYHC3RIh0jafbl4NkP602DxdPYq6SHstEyeIDp56klzNoWu7cdoKX0A9uz3rbvjNvjBLfLHjvpZUjMPgBPB/LNLgcg6kB2yMXA1M5Ym12O29MatQs4Gvl8t+NFFgszCqSGZS8LwR4lLTIgZe0AUqb5aSq5BKF3gKnhzdNoTM8fDfAVAFpl7jk9VC4jjUdiKFB5WP9IPyeWnLRubrZpD/8klhcpbCT2SBxTdk5SN3CwMYMSMunhJBBeKKQJ107aHmXAyAR120nPDq6ZlpQ29c/M53HiNhTCBFJrjO60SG5K4ZCColTvcOFrNdSukQBwrRAolEhD09Ng7QEQ3U12sySlfTmIi1IjSQaD5zsKnPeWvcYcjI777eBplzlwUQA1rP9inN/DH+/++SXN7T2OPZDLK5eDfOiAwOjxlwMQ9RQV13Vxknpb/b5PFO0sCvxYxHEcXDdHSrJ5KbWq9szsG5rBtm24cISU9PshYRg8ilbtsUFohbQkXi6PtBzC0HBmDWSY/RwGxIcpCBOkFoHRZmsQmnw+j23l0EpmBVV3FnJWQ+eYzVcKQKeWjKGNWEUoIvKeh6JLzprE9/uIBDyg00LTA8CQcfgIgdDaZJNphRBDbisUSvfJ5XL01RaeM0ffD7GEGR+DgO1RK5dGm+w4LYklCGwTwJ3YpiSCvvbJeQ5IhVaCsB9jkUssVYb5PaWJ2G4xEsgBeCQl60xccVqRz+fRVkQQdQn9KLOJGStgPMhu3FaWJLMQoYZGRUpRYFPwimCFBGGXfj8waX3Dgfyk2ZUqyQocPD/T7tHxkAbBu7kclq2JVYDv+6hYD1kRU5fcfmNuWAbXcBwP1zX33A98ojDa1V35aMW2HXI5U5g1CALCIJlze7i9LxUUWZaVzeUwDLbNuccuUko8L5/xRGVFjL9J5XI4ji+f8/lA9pIDEPUUk/HxcaampkcKN4Ipzrm6uvKYCTdr1RpT09MUCoWRz3u9HmtrG9S3NvY408gOIJUs1KVShZnpKUql4sjx/SBgbW2Lzc2NxF0yFOOxg0hwSBKSzHJpgonJ4g7iuyiK2dr0WVtbHyr1MrC8GP07rVlm87YolyYZm8hRLudHsqeUsug1bVZX1+iHTSLZR6shAJVYQrJsPZHqtHGky2TxCuxak3IlP3Rdk8nVbUZU145xUt2LH7eIRcKPlLjMzJF2hiOFkFjSwZNljspraM6ep1i2ki6cN/FUWPgtmF9f4GvBI/iqjhIRJOzjiZ0JlYA+AQk5pkeBKtfljrI12UeXtgyAYgAwOq2Qo5tXcE/3YbqiYegWEhfZMI+STIyRAoGVMKhPMMvMzAydsXMokZTLEROgFf2epLK8yMPB1/CTYsOkFqVtfaGFQuBgCQtHFilZ00xOTyDKWyBChp9tp+NjN+Y527yXUPno2Ednz23n8zPDzMIWOVy7xPj4BMWawnH0SOxSp9OnU9esbZ1H64iUJmMHgBoZcwAWlrSZnjpCuaoSdvGBdLtdNtY7bNVXMsC5Q/aYIwJBtTbN5GSZYiE/8p3v91lbXzPs30KMuiUvAUAVSxWmpycpl8sjnwdBwPr6GmtraxfVsZt4Xp65uVkqlerI52EYsr6+ztra6mOIGTuQA/nGyAFj+SXIk4GxXAjB0aNHdyw022V9fZ3z589dul4Ehw4dYmx8fN/jGo0GZ86cQSu154I7XCYCBHNz80xPT+56bCqtVofTp8+jhuqi7dwghhnLXaanp5mbm9ipbOi8Xi/mwtlNOv4GezNIDxjLpcxxZPZaypODAOi0cKsRY/1QkUXjvMVy+0GiuJsVNR5wGtmZPkvmyNs1nlF9Hv7C+SFLxxBJYxqLE1nMLx/ls60v045W6UeNxN0VZXrT0i95u0ZVzvGiiWs5ObuSgIaB3lQ3gNAuz9yc4WMXTrLJObrRBpEypVnQpoBtWvolb08woRf49rlDfGW8jrKCod63GKZNsHWeZzcn+OvTJ9gQ5wniNv2oSazD7NqWcLKCzCVrmpsKV1M/7BNb7Yx/aXubhXC5euMQH7/wJRpqiVB16EdtdFaLLu1jG8fK49ljXG3fQHh0C8sdFJjeoReBv+GxtHqBTriSsKv3h2rcQcpYLqWDbRWY8K6gMhfhFdLA87QA+PC4gOZWwPnz5wjj7q6M5YNCwQJwcJwChw8foVTabawPpF7vcPr0GSDIrJN7v2iY4t8LC4eYmNifUbvRaHLm9Bkzbi9S4y4tNjwzM8vMzPS+ejudDqdOniSKL90qPjk5ycLC4r7H9Ho9Tp58hPASrOKPl3yjGcu/8yWv5EcW3vx161Ja8d6zP3/AWP44yoEl6ikiR44cuSiAArMoKaVYWrpw0WMFgoWFRcbGxwc2pOHFPFtgTUmYQ4cOcebMmUFczoglZxRAzc7MJQAqTRmXQ66PxMqCplwucvjwPKdOnYN089nDAiVEjqnJWebmxpON1EFKO3OHGUBjNrF8XjJ/aJyzp2L8sG42tpG3ekOKmdZKu3LmFgrTbWM5sop4ViVzh4W6nxQD7qKcmNqiIjx1BRv+I4S6bYKy0z0tsT65VoGcXeVF1RextniWnCziWVVKTJDXRSxtEYiAtqzTVVsEssXywgW+Y+V6/mbrHiLdh9jPtupB7bw8NbnA981eyRcmG+StEiUmGFPjVG0XWwj6StOMfTblOl29xX2TTf6Fu8Afn4JAdlFoUKCIMwDlyCLT+jD/4sgEHy/7eHaBEoeZ0DWqjoNnSSKtaQUxG7rFprzAPbUOr3cX+a8PWWxay8S6D7FhSDdgxMWWeUrWNM/OXUH7MEhHkxfT1PQ0Y6JE3jJurU4UsiLWabPB6cl1ftC9nj89JWmKFSJlag6aIamyki+ePcZx8Qz0FR1yrsSSFQpynCJjFJSxqPqyR4tNumoTe6rP8egZPLJp0+Q8fR0jtEYnrrW05IttFRhzj1CZiygUc0hh4VgFHKuEIwzxaKwDAtUhiLvUxh0scTVnzj9MGLWJk8LDo3PDjDfb8jh2+CrypQTsSRspckjpJPcXJSWLQmo1CVzBmTMn0fQRw3FyI5YkA6Dm5wcASmAl82jnvKtWKxw+cojTp84Y16g2VuRd46GEYHJyKgNQ+60TpWKRI0eP8siJE5dk2arVahcFUAD5fJ4rrriSBx984JvKInUQE/XUkAMQ9RSQarVKtVrL/r5YSPb09DT1rTo9v7unToGgUCwzOZlYdNIFN1k4U82mjISxsozVatTrbZqNjRE92zXn82NMz0wbQCFtpPCwpJu5M7SOTOFe1QcdU6lUGBubZGtrNbEK6BF95houteIis3MVpMzh2EU8u0ZeVnFFEUVMoHv4qoEf1oniLoWCYHp6jvPLPlGkgTCzQBkA5WJbHqXcDPmpNpblkrcnGJeHOSynKdsWCuhEMWuixZpzhna4SiR6HJlbpHeuTie5F6FT15+NJV0K9gTz+iqWZ5fwrBKT8ihXWFMcq1gs5GM8qWiEJc71JjnZCjklz9GQF7invMzV9av4itUkQBAlBYuldHGtAp5V43p3gbvLffJWkUV9lGurHjfWAq6o1ckX+rTbOR6q1/hy/Sj3N6dYkmf4pKO4oThJs7uBEJKQDrGOsaWDa5UpyDGeVarxN0JScgosqDmuq3ncNOZzfG6Z/FRM1IYL56t8YXOMf1gtcF4u8VFb8axKjS81BH2rbR6ZMgHzjlUkL8c4rBe4+vA8X3KXmNSHucqd5Jk1eHqtxVStg1KC85tlPr2+yH2NSc6JU9xd6vOM3CL39i1Cq0sAprCw0DhWHtcqM8URjs7McT73CJ41xaK6gisKRY4WNRNujAbW+xVOtqc50W2xZJ2gO7vFq3gGH9rwiRJgJrQBGaZenkvBGWd2bAG7tIlt5Sk500zpw0xZZYq2hQRaUcxa3GLNPkMrWKY81uUZ9W/hK+2PYeopBslETceyKXZ9bPomCuUGYGNbeXJ2hYI9hSvySCwC3aGnGvhRnTDqMDYm6LevYHnjhLE4Dte9Gyr2XS7NMjlZSz6WSJnLwJkpyh0Tq9C0SwdUq2NUay0a9a0RIJXO+vR3x8kzPzc7Ap4GAC2VpHSSjimXSkxMTrKxvr4vkLKkxeLioR2f77W2eZ7HzMwsy8tLe+r8pyYHMVFPDTkAUU8BmZycyn7f7U1QDFmMsnOmJjl79syu+tIFcnpqAKDMwpgW4h3irsmCnQ2Qmhiv0mxujiy6A8VmQZ8YL2Zv2ZYs4tolHKuALTw0ikj3CaMOQdRG6R5ahUxOlmnUmyh6SYzUUFuFhSVd8mWFZTk4dpGSM8sUR5igQjGzZsSsiwbr7hna4TJhpCjXQvLr43TVGkqLBKQN3DY5u8KLJr6V89ZX8ewa8+JqrvHGePZ4zIzXA2DNd3m4PcYDjQKPOBYNfZ6wdIF5eRWnrR4BLeIERFnCwbUK1MQ8/+LqOT6cW6Ym57kuN8NLpiNuftp5vJsnYKICFzZofKbD35+a5c7Vw9xLDNUVfrSo+Nn7JzKXkULjSA/PqlFlmv/rBXX+w+Yss+oQz530+O7jF6j98NWoa24BoAIsfvkenv7/nOevTs7w2c1F1orn+dnvWuLeP51lQ5qRIlWIY+UpyDEm4hl+6gc2eMfnjjGr5rhlyuO7rztH8V89Dz11K2AWiyuAK/74fxJ9eI7PrM2x7C3xcz/S4af/U5V6NJY8sx6WdMjLGhNqludM57g/16bEBNflJ3n5fI8bXuWjv+el2XMe6/U4/O//lr96aJ5o/RDL1lne8W19fvKOSZrWOgBhwhflWEWK1gTXuBMsTVwgJ8sc1ce5edLjW2a3OHSLj7xmDuKY6GvnePjzVT6xXOHu+pWcs+7jy06LmpjHt+oEQKxN0L4lXVyrzAxXEldXyckiFWeOK/RxrqnmuKoUMZWMiRXf5aH2GA808px0oRGcozlxhpxfIVaBsfQNuXktaQA7pS3Awbby5N1JxuVhFpgdGcMbosmac5o2ZgwXqwJryyVWIIhHXzGEBVjUxpzkb4mUeRy7iGsVcUQeIWy0jozlLGoTKYGKfSYnJ2g0mqPAbGh9QAgmxqtDLO4pA701SIbAvBSh42ydmJqcYmNjI+E52x1IjY2PYVnD5LCDNWRI8XCkJJOTk99UIOpAnhpyAKKe5CKFpFQqAdsXmuEyFGrHglMul3c10Q/OEZRKaYCohARUCByktJKMq9hs4zpGJ+6DcrlkWiIYtRUnb8UIi2KplCy2Lo5VwLNrFOQYri4Air7s0WMTjSKIYoSIyefzlPLTNLtnsnYP4qCMGyRf8BDY5KwyY2KBBVljvmhTNfsHjdAi3x1Hx4rQ7hFFPratuabwXL4SfRSUIk5ikISwkMKmaE3xcP5rFKVDUU6waFe5vqZ5wVXLFK40b9z+yZCxk1NE2qPZWKRr14nDOt91+BD/5dQpNFGWlGXLHI5VYl6M8+FuFzvvMaOnub6mueVZS9g/9p2oXFKL7kao3LTMS373LraCRdbWZumKLX5vyaWqJoikn1EAOLJAgSrjuspvfG0OZ06xmC/w/KkG1X91A2px1C2ibngG016O5/3aCmc7Reqhx7s/+TQmrGV8XSOWEZHwyYkSJVVj0s7zq3+5SG7eY7Hg8YLpLQo/9S3oymgQMQD/4hW84LN/y5nOGJu9PL/6l8e5pnaBE6s1YhEiLFO7rkiNCavIj/1EyFv+R8icmuX6muaGb2+jv+dlozrzear/6gae/0sPc6ZTYaPv8etfm+Cq8gXONqvE0sRnaa3xZJmqmuBNz27w79seZTHF0YLH8ycbHPnBMurWbxuwhz0Pnjb7CTp/6bPil1gPqnSLa8yLcTaskgE6ysRNOVYezyrzsukp/sHr4NhFJtUiV1Zz3Dzuc92xNbxjDmhN90RM5dQUfuRR78zTlRvk8gFFawpf1JPAd5UFq6cArVh0EImVrmLNMq9muKLijoxhr1MjUhGh1SGKehSKngFgKGIlM7de6iaUwqVcKhmblHCxpUfOrlKQNTwqSGxiEdCTDTM2whglQorFIo5dIQy3svm9bZEYBJEnL0gGQLlI4WRuQsNTFhgXvRDkci6u4xEEvT3dhMPB6Ze6rlmWRbFQotNt7xyT/wTlwJ331JDLUd/gQB5HcdzRzJ3hhWZgCZI74ogcx9lXr5QSy5JDi6NAYCOlecs0bgATIzJyTSGw7W26R64tcZM2Cyws6eCKPJ4uUVAF8rpIThexZQFb5owFLNFtu8nvQg4BKENKKYSN65o22SJHQRWouBZjLkx7MdNezEQOqq5FUZk3cCuJM3FyDlLYmZUtTaOXwsbFw3VySGHjUaHmWsznA4rXusgbjyJvPEr+6XkWqy2mclAR+eTtXmA5LrYwwE4k+qVwsYRL3rLI23ks4VK2HRbyAe6N05ACqET0zCzF63PMehElmcMWLjknj6dz2Ikb1BIujsjhkCMvLfKui4NHLSeYn2+iF3ePK1HXXM3iVIOxnMTCJZ8z7cppD0d42MlPXuco2Bb5XA5Xu4y5MHukBbsBqERmj7QYc8HVLl7OpWor8mmbhYsjPHLaM9dzXCxsSpbNQr6PeM7Vu+rUi4vMzzep5QQOHnkvR9HWOORwRA4rSQKwhWf6xzYZqnldZNKDhYUm6pbn7NR789NZrDapuRKXAnZOkresRJ+bBaoLbNN+x0UIgSPyVESeqRwsVlvkn57PxkTxWpeFUodJD4q6YOLVXDOezFhL6RrMeJPCJufms79tmaOgy1Qch4ncYAyPuVBxLQqqgC1yJhbOsrAsN5knYjA/kvkmhMB2kuLLQpjAeJEjR4lCMu88XcQRpp0m9itx17kDN/vIPE7WBTdbf5K1QtiIxJKbFdRO5ufw+e72dWubpPQsw9e7lHXNdfdf1/4pibpMPwfy+MqBJepJLko9tmlwsQDMfb/fo7jq0MmXrDtNp1dEKJGwZ2MCb7eXOknjirbL9tIYCk0sYiIFkYZ+bL4PFURKJ7SPQ+U+Roi/hwgxs+wwkRwWEWkIYoFqB1itDgiB7oQEYY5IpzzYaeabHmnfjn5QRqvSmr6S0N49Rk11QiItMvJKVFrTzhrJBJMJmafSyd1pCH2Jt6tWI1FgEaVJj0rviNmXWSwXaJU8HQ2xL9hvu4p9QaRTws2BUrntGQoBSpggdg2ESkC3t6fe0JeoVK8yfFhSy0HGZELfIBEgEtZvNJEy5+abdXRtbLQNrTZhaPpBo/acU9lzHCJQjdFmTIQWutNHtDqgNaod0I9yRCqjGSUtRJ2CkuHCxkNqM90RMZHWhGowhiON0Sli1Mg8uvicy+YJhtA0lpEhHRUktBk7i1Lri9QFMX01xHWW0Hdo1EhZou3tu9i69VjXtcd63lNP9EWf+SVpOTBFPe5yYIl6kksUhsTxEPtymmVDmqmTvG9smywXI6rTWhsiwpQoUccoHaJURKzCJAg1SdfOrglhGO1MYd527V6vl+gNiXQfX7Vos0VDbtCSW3TZwlctw9lDaNyFWtPr+4wgHj1YoLWO6PV8lA4J4zYtWWe932epqznTlZzpSi50NWt+QENuEqoOSpl+6/idjC4gpRUwRI4RfbrYQYlYB3RpsNYLOdHJce6LRTofXaL7sQtcuMvhvnqFc12o0yJSPbTWNDp9Im3aRKJPExHrgE4cMxZ6RMpnK/J5pO2y+eke8ktfGekr+Xd3snR3jlNti7ruEOuAWeHQFT6R9ol1kPyE9EWProqYdyIC0WW1G/Pg0gTyE5/Z9RnL//kJ7l8fZ8M3xx/xArpRTF/4xLpvMszw8UVIJ4w55vXxRZc1X/Hg6Qnk3V/cffD0+zx4eoI1X+GLLsc8n61Q4ouQgLTNffrCpxvFdM5voNHUoz4nOh79Ox7avb2f+AwPLk2w2o0JRJd5N6YRQF/0iHVo9KqQSPt0hc/mlinl0hFNlnua+y9MoD/8GWgP3D1iZZnwf93DfVtV1v2IHi36PfN8Yh1gSsukpWuM7pYfoFVMpHrUaXGuC/fVK1y4y6H7sQt0PrrEuS8WeaBZ5nxX05BbRHGPfi+gT5eMzHSIVV7piCDsEYUxmogw7tFlk42wx4WhMbzU1az3+7RknTBuo3RIv99HqXAwN0ZePsx1+n6avRihVEigTIB6S2zQlJt02MJXDaK4R6wCtI6J49iQ3mbs/MMoz6wLft/PrpNydWkG64RS5m8TFzU4v9/ff/3ZQdB5qevaZSL2PJADuVxyYIl6kotG02g0GB8fR5Mm/KQLS7zt2IHU6/X904y1pt5oMDM9RVovDIKMhNEcopOA0QGfTKPZ2nal7S2IaTTalEollAoJow5aa2LpY0nXvN2rkCjuESkfpUI0mmazQa+/bnQMpXILY78gin38boweCwjiNvX4PMqKafYmKHSNLaYrfBpyg2a8TD9sonRAt9tlqX+3yQZM2boxGVaxDunGG4w3nsl6aYVutMYZu4zcXMSPx6it18w9h4JzHc1pv866OEM/bhEGEf976TR+3CKK+4aSABCxRGCzLDb5NqfIBd1nxTrHPVtXIR+Z4znvq7M492GcksLfsjixPM4X6xPc3+izIc7Tj3o8r7TBJzc28ONmAtgUfUBYNnXyfOvYCb4Uj3FGbfHptUmcD3S5/uEPY996JXpiDLGyRvj3J7nrC9N8Zt3lfLxOQI+XLj7MXzzk0REN+qpjMv8sRUvarEcOtz17mX944ArO+W0+vVbB/c9trn3p/4ZvfTZ6agqCEPmPn2f9w3U+vTbLOb9JaPV56TMe4OcemKQlN+mrlnmuIkJIm3Xl8d4P1FBzsOGu8dUtj/IXF3nx2z5C9aXj6OOHEVGE/vIJvvQRj0+v5TkTrROIHt9SXeed99p0adBXbWLVR6HxVZOG5fCf77+C/uEOreIaj/RqfHqtRvdj01z3pX+gOuuDgvULBe7ZWODuTckptYSvGsw2DvOQPkkY94jiAWdWFPfxafF3myuQ6yDGLNblGR7sOPTjKud6k1RXzbisB4KzHcXJYIO6vkAU9xB+hW78sOHKSmoJpnM0VgFB3CLoTmNVQsKoS0ssgwNBb2HXMRzEbbQO6LRjothP9Olt1CIapQOarT5e3gMdEyuffgSxCgmsFgKJ0hGR6hNGXZQ2sXaNRp0o7uyzTmgajRaVcjmJd4oRGpQCIQYvUtvXiWazRaz25orSaOr1LcYTbrpLXdd6vd5Fwdk/FdEcFCB+qsgBiHoKyOrqCmNjYyaQ8xKOj6KIjfX1ix63vr7GxMQ4tmVqjg2X7BjI4G1QKc3qyuru7jxTbAytYzY3t5iaquG6HkopQh0TiS6jJJNBQqBo3qQ31vto3U8y8wb8N1rHCGERq4BGvU1t3COfh44fE9odmtYFZFreRAWEYS8hPewDMWGzSi86ZzKmSJmslVlc4oC+aPKPzb/j8Pgs5Jus64fpOQ1WthbIa7Ox9YRPS27RZtWAMxVyeOsZfEp/lCBuJXQNIUIIooREq25d4INnHCpH8rQqyzxoaeprizzYKFK7UMaR0Ithy49YjrdYE+fw4y3CNY//eyWizRr9uE0cm00jrQW3ZcGvf/la7OkSmzPn+WJbs+mPc9fmItOf6OFZHbqRxbJ/mDPtiHPxGlviAt7KGP/xvohN8QDdeJNI9YhVSFrkFwve9VdXkqt4rC2c5wvNmI1+lWN/XmLhI6coWSfoa8lqP8fJ9iz3dbbYlMvUNsZ4x19McSao09EbhKpDpEIs0TflZizNl7Y8/vWRIn9Eg4di6CzN8kBzgcWHoeYsE2vYCsa5vx5zOjLtLTan+aV7As6zih/XE3LMwFhHkjH0oC7yz8Lj/IM6zwX5EN3uAue7k3xmbYryCYHS0A41a36fC2KZujpPr9cj125R1xcI4w6R8hPLkSZK9K7Ih3lu44VsVB6iwypnbZ+tcJoTm2MjY6Ip1mnrdfxgkyDs09jQ9KMmKg4SwDNgTjfjT7G+XmehVAIZGCoO3adrbe4Yw2nmahwrNte3svE7yFxNXI46RqBYX9tgfLyIbduo2E9oRHyCyCbJAkFjrFTG8huzvt4GnbRxjzm9tbnJ9NQkuZybASlz/nYnRsr9Biura0Mu0d1XrHarTafToVgsDt3N/vLNlpl3OfDPAYZ6/OUARD0FpN/vc+7cWQ4dOnzRY7XWnDl9mljtXoAVBgtbFIacOXOGo0ePmoDXkdpfw8ebZfjsufOE4e415ExxYA0ClOpz9uwKx44tIKVJSx+mQxicawDbhQsrtDsbowAq0WV+jREioB81WD7vcuioxLI0ftijH9kMvNKpq868BW9u9lhaP0EU9SBxGw4arFHaSgBXxOqFIlOHHJQdE8RtmvLCoNCujlA6TlwqEHU9Pr3xcXrhpmEtT1mvtYVISra0o3VCy6dw5pnEV/aIc+foyDXOhnnsyAQJa21cf5HuE6uATqdPZW2G+8VX8QOzwaYFizN3pI54wDnFjZtXsVFqEeUfYSte5v5GCVfnkQgijDss0B0i7RP0oNasc1d4jna0Rhh3hqwlEbFl/r9PF3lOD9abfaKyz2bgcf9mGVd72NpGCUUgAnqiRUCbqC+wGuvcFyzTEKv4UZM49o1OYSUu4ZhzNvynLwkOHTrM2tgZHhZbnO7m8bol7CTyyjjCGkS6i4oExZVNHtCn6KgNw4SuggzsaBRaRaw7p/iLM5K5uTn6YyusyQ4b4iS272H1DSgx/esTRT2iOGLq/CE+H99tnk/GMG7GvVbGJdsD7up8hqn1KcqTPlHs05NbbCQZndmYyNzeEf5qlVX/K4nOgB2lhkRIrGLq7bMU1q5hfFoR6wgV+oRRa9sYTu5Tx6wsden4G6Ss5SPzw0w8NBBFLc6eXePo0WnzMqOMBXfnvDNtOnduCb9XH8QN7jGntY45dfoMx6+6EmEKNyYad7cWLS8t0+20dtU3erzmzJkzHD9+HNu++Da0trb2mEtaHciBPJ5yUPblEuTJUPYFDMPv4uKhEX6VYQnDkNOnT9PpXHoKsEBQKpU4fOTInotZFEWcO3eOZsOkSF9q2ZdCocyRwwt7ZtQorTl/fpmtzQ2ykhbbh2NayywL2LUoFsZYWBgjn89n7RndLGB1pcXa2krCdB0zWjZjtIyMFBbScinnJ5iZL5Mv5HYEZIqES6tdh6Wl8/hRC6X6idtiuFabyVSyLC/hjCoz7h2iNKcoFN2kHcNs1hIhLZpbPfRSjVX9CL2ovq2kzIBN25IuObtK0R5nkSuJD7colK2hQroqCb4WSGnjNzW5syUe0Y/QjTfwo3pmOdMoozfJ5so74xStCY7pI7QWtiiP54fiexRpwWMpbIIOeGfKnFCP0ImNBcqPmmgVZn2Xkle6VgHPHmdSH2JxdgF/eiW7t1G9FlHfQp8scCZ+kE60Sah6hEnZl9Q9JoWb6c7ZFcr2LDNTc9jjiQt7lz7u90P08hRnu/fiR8ZNGicWmwEgMGVZLGkjZQ7PLjM2Psn4tIMQOwN9hRCEQcT6csBm4wKx8pPxsLNMS1aGRjhI4TIxMcf0TBHbGgU56Tg2c26TRnNt5/jdZ46UymMcOjRjsnN3WdrjWHHu/AXq9a0RXReb014+z5EjR8htyy5NRSnFhQsX2NzY2Bc8bRfXdTly5OiOmp2paK1ZXl5mdXXlknU+HvKNLvvyshe/gtfMXJ6yL3+w/AsHZV8eRzkAUZcgTxYQBYYrZXx8gkqlQi5nNnvf92k2G2xubj7mbAxLWoyNj1GpVLOFst/v02q22NzcQO1TM29YRoGU2WjGajWqtRpezkMIYfS2u2xubhBFQwBkr7anHFSp/gRMVatFarUqnpfHkhZBENDpRmxubNEPOpi3br1jQxu01PBakZRqSdO2y+UilWqeQqGUVJSP6PuS+laTTrdhNvQM4ITZNYxa0zaTOm9Aj5QujnQplgoUyjaFQhEhNToWtDsd/JbA9/tEqpfFVw1cQukGbzEoS+LhWHkskSNnVcgVHLySolQugYiR2qHVbhO2HfxOaAKKVZcw9ofi0AZ1+1Ig5VhFHOnhyAJ5WeWwewUbtYcol8pIKVBK02xv0W72kH6NnmoQqi6h8oljn1j5CTDSg9T+BOwY/qwijiwwlpulOlkicjewbAulFe12g7Dj0Wn16MdNYt0njE1A+WhfKMDJyFLTEjCO9Ch7E1THS+B0cFwLpRTdbodms02/IwmVj1JBBiJ3WIwySo2BfiEsvFyZ2lgZL29S7M2c61Kvt2i1fFQcmE02HQ9ZFtzoeBuMXzPmLMtlbKxEpVwycxlNv9+n0WhSr7cS19vwvNvD7TY03wxvlKQ2VqNaqeB5gznXbJm5nCWqDGf/XWRup/N6bGyMajLnhBAEQUCr1WJzY4Mweuy17arVKmNjY3heHiklYRjSbrfZ2FgnCILHrPdyyRMBov6P6csDov5o5QBEPZ5yAKIuQZ5MIOrJLjvLwOx20C7HXGwYbgdSux6zLU5jqADszuiAFOSlhWEN+BmmUxDDVjDIyAVTADJigdpjIxbCQkgLsS0RVus4cw2JrByOoYPQmZUmrcGWXt82wMRysYRjLF7CWCUVhhYhViGWdDJrFBjm7FiFBpCo/tCGDwPerAHgs6WTcF+lNdcGqfGGU8xO+iEiUiFKmYQEFQdDfUPGRySkgyUcpHSxhDVCwBgPuVhl6ihK7j3WIVrFicstDVQ2/TEMeg1x6nAa/gB4mOLDg1i8NMNsxII48uzSseEM9Y3I7mk4pX+UeiMFeHpH3NJAxGDs7jFWt8sIgDIX2/U4o/MxzCsuDqAO5IkBUf9s+qe+bl1KK/6flX9/AKIeRzmIiTqQyyrbXWs75DEu9Kl2EBe/BuyyKQ3zue9WoSvdHK2kmaMAynw3DKCGXUB62wacajWxYHqAgzJ9cqRsRsIztCOl29r2f8o9ZBiMZNIKIWQGQFIABQY8KQydg0roHUjOGr6/Ab+QARSxjrEEkHE+WUN3lWY4agOAUsCSggotQQz3vUwCjk0cUywHYGm43UDWVp3EoO3eF4Pfs6K6wgSRD4+JEcJGRgHU6Huj2AZo0vNiMxaEYpjrKeXt2h1AbZedYy4bu1rtBFLbZAeAupgkyR2jTRjlvjqQAzmQyysHIOpAvnHyWK14l3LeRTak5KBtf+2vd7v1aKdIRjfP0Y17RIY2ODEEInZmQw5pE2IE1F2sPWKvPthOajpEAinSwtNiGGwos9UnddlGJcnkTOKkstijRKcYAh0DUtMhYKkVaQ224Tbv2w8YYGYAy8BauJdVeK9+3flZ+vyGwU76+d4yTIC67QrJ98OlTi5xzAu5pzXqQL755IDi4KkjByDqQJ76ckkA6nKLARNJAx6ThosBh2GLx54A6hIsGsM6ETrBcxffsI3VxLCCPxoZgBu5K7BTaORQQPnoRfdgE2fUwjXSH0OZnObPXXRc1BKz/Rk+unu+VNnfSnsApA5kIJfDeHhggHz85QBEHcg3TnZzNzxWVcMuvR0xLReXvTezAWjIyrsMu4QuKttjn3aWWtmZTTgU4KtHgcJIltk2RWlmm9YKJSRy2wacuscu1t69gM4ARmxPZzc83NvFtMWcvZsMxyel7d+trTvKAQ3FJMHugDJ1Ve7Wr/s/t+3WxP3bPUIJsM8OtW/x70zBEADeds8HcUoHstsceyJ0HMj+cgCiDuQbK48XkIJH9Ra/e1zVIGZo2I22+8a5Nw/XTlGJsUSiiSEhTd2xMW/blLdv/tvrowksBjXM9mjRkMttLzCht1uFtMr0yT3AptZq58a/T/+b/h7Vfalt3Q5WtoOx4c/ZDfDqFKANSrFcXJK6fEmf792e3eOh9gJBlzJmvy4AtX1+XcQUcQDWDuRAvj45AFEHctnlooHfj9bGPLIxbA/UVQy7YrZf92KEf2JHVl26qaVWERhYl1LbTDxyzGg8zfBmOxyYHA9lbSWX3B6PtG2jH9msU1eWNpYTgUSJOCNINaBGp4pNwPh2q8wQEekwGDSWHrIAbSkwgEZDPJJin2bnDQCM0vFQQPxom4VI+KWw0UIlwd+m7VkwfdonQzFfgyDwtJbaLkVuk3411xgAUqXDHe0YltHEgN2eXzoG0rB9a1siwV4AbJCleTFgsp8lkgRe72wXlz5vLvG4AwD15JYDd95TQw5A1FNUhBC4rmFlDoJgX9fCE603XaxzuRxCGA6YrBr7Y9Y/OM9xHKS0iIb17nO8kd1AXrqBmSw1x3GRlkMci4xbJw1uHmyqQxQHQjK6Ce4UpWMcRyJEjCBPFKmhgPNBQPToxk1mGUOk7O/b3IYqxrYl4CNkmThSI+BsOxAZtdQMBYSnseApKCHGsgRSapSCONbIXSxowwV3h/Umd22oHoYAmBASS8qkf/uEYYyQO0uJGObunda/FKCK4diljJvKxrYFUewTBPEI/cFO2e/5DWdq2kgpsW3QKiII+kPAexvNxXbdgwbu2gIpJLbjAJowvAxzbijw3nESRvjAUFtcEgXJxdQjcFwHKSVBEOwz5x69uK6LEJIo2lZ4/ZtQLkevHkTYPf5yAKKeYlIul5mamqZcLmefaa1ptZosL6/Q63Ufk95Cocjs7AylUnkkfbvdbrO2ukq73X5Mb65ePs/MzDSVSnUkpqfT7rC2vkGz2YDESrKvjFijBLlcgZnpcarVGlIO9HZ7PhsbDba26hgixb0W4t3AjiDnlpmarlCtVkaY4fv9kPqWz8bmVsJ0PaxKDf7PNuJUo+FgyntjVMcsarVywgxvrB1BEFLf6hK2izT984ZpSA+TFg4vg2l7El4n4VD15nEqXaq1QrJhGutJHCnq9Q60Jtn0TbFdRWKFGrHGDIGRhHjTljnGc8ewK10KVYHrDtxaURRRr3eRrWnWeyeIVJ8YZR7hLtazjGMLiZQunl1hfHwMrxLhugPQFMcxraZP0Miz2TlLTJgAyvT5DVuOhsGWIfR0rQLVsRrlqsDznOxYpaDZbNGuSxrtVUOfQJw8v23gZ1uQvhACy/KolMuMjXsUi/nBI9eaVrPJ2nqPTmfTXG8kMHy38WzGXEq4WalMMj5eoFwqjMy5VrvN6uomnU5zqI2XMPcSHYV8iZmZSUrl8sica7VarK+t0Wq1Lq5ru2oEuZzHzKyZy3II8HY6HdbX16jX649aLxjgNDMzS7VaHZlzvV6P9fU1Njc3H5Pep7pclhfYx6jjd37nd/iVX/kVlpeXueGGG/jt3/5tnvvc5+55/J//+Z/z9re/nVOnTnH8+HHe/e5384pXvGKkHe94xzt4//vfT71e5wUveAG/+7u/y/Hjx7NjNjc3eeMb38iHP/xhpJR8//d/P7/5m79JqVQC4JOf/CS/8Ru/wec+9zmazSbHjx/n3/ybf8MP/dAPPaZ7vFxyQLZ5CfJkIds8dOhwVvl8L1leXmZlZflR6Z2bm2d6enrfYzbWNzh//twlAan0bXdqapr5+bl9j63X65w9e34HL9AOl2BCtikQjI9PsLA4t++zaDU7nD27ZqrUjxQ13t7SlCfIZXJ8nrmFKjsMIkPS7UYsnW/Q7W3sUSMtPXlQTmZu/DhjM2DZu8TxJPccBDHByhjnWl8jjNpJwdntwMHKdOasEofLz8KZW8e2d7O0mA07jjTO0iEeaH+OftQYYRVPQVRKimlbBXJ2heO5mwkXz+K4o/xUw0uFVpC7cJSvtf4hq203YHE3eofZ0HNWiZnCNRTn+ji5Qft2eyZqZZqHNj5LP26jVbxnX1jSxpIeY/nDVGahVHKzNu4MwtesLrfY2FgniruD8izpzYw8P8M4n3NrzMyVqFZ3L0mSyspynZXVZbQO2J2tfHBvZrw5LC4uMj5eYT9bwdrqBktLFwb6dmEYH50jkpmZOWZnJvdt7+bmFmfPnTUWxEucz+MTEywsLOw755rNBqdOnXpUG3etVuPQocMjoGy7tNttTp06+YRapr7RZJvf8eJX8KrxN33dupRW/PeN//CoyDb/7M/+jNe+9rW8733v45ZbbuE973kPf/7nf84DDzyw6z7xmc98hhe/+MW8613v4lWvehUf+MAHePe7380XvvAFrr/+egDe/e538653vYs//MM/5NixY7z97W/nnnvu4d5778XzTFHvl7/85SwtLfF7v/d7hGHI6173Om6++WY+8IEPAPBLv/RL9Ho9Xv7ylzMzM8NHPvIR3vzmN/M//sf/4FWvetXX3VePVZ5QEPWpT32KX/mVX+Huu+9maWmJv/zLv+TVr3519v3lQK8AX/nKV/iJn/gJ7rrrLqampnjjG9/Iz/zMz1xyO58MIOpSAFQqFy5cYG1t9ZKOnZ2dY2ZmJvt7+O62D4z1tXUuXDi/78KbLuoTk1MsLiSTVux0P6VV3wHqjQZnTp8diq3ZTbFx1VRrExw5spi9zZvnMYhV0gkY02jarTYnT11Aq94uG9tw2ReHyfHDLByqIAQI4WJJF5EQYhqG6wCdMGn3+xGnT67jB5tm40zcf0ZtusHnkDLHQu0Z1Bb7SXmSHI70sCyPtLhrGPeIVA+lIoIwJD47zcnuXQRRa9dSJ0JYeE6Va70Xoo5dwLIdHOmRs8q4sojAIiYiUB2CuGUsRVFI6dRRvuj/Pb1wY6Qm3zDQKTgT3Og+n9bRsziujSPzuFYZT5SxRY6YiFB38eMG/biFVprqmSN8rv13BFGbMG4PATSy0imOXWIqd5zxoxLH0cZyZJfJiSK2MAtooLv40Rah8kEr3LOH+VLj4wRxNylqnJbYIesLy/Ko5BaYWvAoFE2ZnbQkjhTGjaV0aPo49tE6ZnWpy/rGBcK4PVJXcfDsBEK45JwxZucrVKvFjBV9+5hQKsrY1FeW66yuLqO0vweQGgZQhxkfLw0+lfa2MawzHaurGywvndsz+WCgXjI9NcPc3HQ2X4wMz7uBjksFUgLB2NgYhw4f3vb5QIbPbjYbnDx5ck99w1Iul7niiisv6dhOp8PDDz90Scc+HvKNBlHf/uJX8Mqxrx9Eaa34i81HB6JuueUWbr75Zt773vcCpi7ioUOHeOMb38jP/uzP7jj+Na95DZ1Oh4985CPZZ8973vO48cYbed/73ofWmvn5ed7ylrfw0z/90wA0Gg1mZmb4gz/4A26//Xbuu+8+rrvuOu666y6e85znAHDHHXfwile8gnPnzu3Z9le+8pXMzMzw+7//+4+qXy6nPKHuvE6nww033MCP/MiP8H3f9307vv/lX/5lfuu3fmsEvb7sZS8bQa8/9EM/xNLSEh/96Ecz9Pr6178+Q6/NZpPv+I7v4LbbbuN973sf99xzDz/yIz9CrVbj9a9//Tf0fh+rlMuVSwZQAHNzczSbDfr9/r7H5b1CBqAE7MiaM9lUgyV2cmqSeqO+Z4HjFEA5jsfC/FwGnoSQ24gbDdgxG4OiVq3SqLaoN7bY9Q0+AVCOU2NxcS7R52JJD8tysYRr0vyJiCLfWIh0QKlcYmpymtW1CwgdkkYDDQJ/JODg2EWmZ4vJJpwnZ1co2FO4wrhvAt3DVw380BQG9jzBwuwCp8/7RDEGSGUWKFOKRMocRXeKwlQv01m25xjXs1TI40gLX8U0ZIstcYF2uIoQbbbGz1KJF9nUJyAOErK80bp5Y+5RenPnKDkFCs4kUxxlVo4x4dm4EnqRZrMfcV6usanO4IstNmdPMnnuCpbiDpEQiARIZQWIZZ5p6ypWp04wlquRt8eZ4ggLVo2pvE3BglDDZl+z5Hc57dxPL9pkc+40049cxRqPEOk+UiVWxKTciy1ylOxJjs5cgZ87g2sVqdqLzMULTOVylBLrXD2IOc0ma5yiG67jL5xnrHeUeniGngoNEUEyNFJrnGfXmJtaxC22sG2PvD1BTc4zriYoSheFpqsCNt116uo8vXCLyRlNtfs8Hux+OgF8DCECA6Bsq8B4bYJaLZf97Tk1PFndc0zMzI4R+3nWGg9j0iVjhuOlUovneG2RifFyMvxspPCw7TwSGyEksQ6I44BY+aADpqcnaLVCOu2VvS1cQuB5ZWZnp4bmi5W8ZAwz40cGnImY8fEx6o0mrVYjye7cHUjZjsPC4uLQHGffdaJSMTXwtra2dtU3aLLg0KHD+x4zLMVikamp6Ut+OfynIJeDnuDRhmAEQcDdd9/NW9/61uwzKSW33XYbd955567n3Hnnnbz5zaN1/l72spfxoQ99CICTJ0+yvLzMbbfdln1frVa55ZZbuPPOO7n99tu58847qdVqGYACuO2225BS8tnPfpbv/d7v3fXajUaDa6+99lHd4+WWJxREvfzlL+flL3/5rt9prXnPe97D2972Nr7ne74HgD/6oz9iZmaGD33oQxl6veOOO0bQ62//9m/zile8gl/91V9lfn6eP/mTPyEIAn7/938f13V5+tOfzpe+9CV+/dd//SkDoqampnZ8tp/FSAjB5OQU58+f21/v9NRAVwp4EOb3NABZaISOs2tMT01xqtPZe3IKweTURBIkLDNAIYWTBfgqHaN03xTC1REQMzk5TqPZzLLIhvWRWIyqtRy2ZSOEi2MVyTkVPFnNrBmR9vGtBv2wSRgDus/ERJGNjTyxUtl9DFx4AtvyODZ7I67bxpIeeWecMeswC3qOgmUjgXYUsSGarLtnaIfLhJGiUI0prI3T9sMkjimt7WYAT84ucVP5RdTzD+JaJWrOYa7gCEfKDrN5jSc1ncjhXNfjdKfMGcelrs9Qqymuax3nY8EFIkCoMIlHMpYQ1yrwbbWn80D5JJ49xrw+znWlGk+vxhwrtyjYIe3A5US7wNca89zf9Thv3wdlePH0lfzx0kmIIJIglURIC1vmyVklXjm9yGfHzuPZNRb11Ty9XOaGsYjjtXXK5T5B3+LMVo17GkXi9as5a98PXp3vP3QFf3yuTT9um6grFRu9Iodrl5jjKvqVCzgyz5h9hKvlYa4bt3ha2Weq0ENpwflOgX9cn+LetsM5O8Zni1fNP4e/ON8hiDrEKshsKtJysWWemnMIu9LGsnIU7UnmuYZjbpVDJUHNUWgt2AxdzrQLPBIUWXYeROuIeuUsuaCEUn3ibKwphHCRwiHvjFGqgRA2jl2k5MwyyWEmdIWSZaOAbhSxLutmTAQrRCi8coTd9oji0Lw06KFtMLF4VmpJsLq0sWQR1y5RtCcvMobzdDqWGb9Dc3N4fkxMJPFPQiSWMxcpXGRSt1GjMssZqo8WMVOTE7RaQ3FX26cygvGx8czVttc6odEm/i0BUtPTM9S36vtu4OPj41nQ++g1B7L97Onpby4QdTml3+/TbDZHPsvlclmx+VTW19eJ43jEOwEwMzPD/fffv6vu5eXlXY9fXl7Ovk8/2++Y7a5C27YZHx/PjtkuH/zgB7nrrrv4vd/7vV2//0bJkzaw/HKh1zvvvJMXv/jFWcYZGJT87ne/m62tLcbGxnZcu9/vj1hxtg++b6QIIUZck7BbOPTOBadSqXD+/D56ESPB6YNU+6SWmjBANl240wWyVC6bhXrb2+sgNkNQTtorhAn6taTZ9FIQFeuQWJnjlTKZY8ViAccuEYSNHTdodDuUS0UQJl7FtUsUrUlKTFJQJmalK7tYloPWyhTcFRGu6zJROcJq/SEQQ5QGiU5beoT2KkIUsS2PojXFjJ7laClHLVlfmqFFvjNGrGJCu0ccB2jpc13pBdwdfASUyjbj1LKTtyc4W/gqVZEnZ1eZixe4subwjFrA0UqTQj6k1fF4uFHGFh691gI9u0Gs+nzFvQfXKhg3otCAMv1oeThWic/bJ6kKm5I1yWGnwg21iOcdW6Z0UwExWUavNpi/q4k8M0M7rFKPJghFl0/rU+SsinFBxQolJZZwcGSevFXlb4LzjEuHspjicK7Es8ZDbnn6Et6LFtCLs4hGi/HPP0LxH8ucbZeoB1MEosXH4gtMx7M05RJoRSxDE6Bu5chZFV59dI6/kQ/jWmVm1RzXjFm8cGaLQzd1sa6YgDBi8WvL9O6apx1VqIeTBHGLz1unGNfztK1VNCY7EMASJpD8JbWncb9zP470qMkFDrsVnl6D66otJssdlBYsN0rkrSLB5hhtPU1fNvEKPfL2BH7URGo9Yu2zpMsV1rOgcAYpcuTsKmNigUU5xlzRppLs+/W+hdubIFIhod0hjn2KpRy29Ihin9T1OJgXZh6Uy8UE6Lg4VoG8PU5VzO07hs18chIL1yCbM5sdwjIupsQCJZI5YtseljCxeUrHRKIPMcQiAq0plYpI6aBUsLs1SgjKlXI2W4Yty+k6YWIXVWLRM0DK8zwc1zUZjHvI6NozmJHb/x5ukW3b5POFx5w881STy0lx8N73vpdf//VfH/nuHe94B+985zu//os8AfKJT3yC173udbz//e/n6U9/+hPalictiLpc6HV5eZljx47t0JF+txuIete73sXP//zPX54b+TrFpPwO8yANydBb6fYFZxg07iYmXdveYZ4fjjESIkYjRhSn50XhIINse9q0ebtJFlrsBEg5SJm0KcZwHGFjNhvDyeO6LkHINhmka6dvTVKamCNXFCnEBYrC6BVKEEofX7axZBulDf+Rk3OSwOjUAgXpJiCkjZtzAQMochQpWzZjORh3FQKwhaQTWhS7RRxhwGAMOK6NFDYxEikS4kthIbGwyeHmXIS0cEWesuUw6WkWSx2mDnWxqpL8WoteaHO+V6bc8XB0DoTEc3NYwk0sCoacUwoLW9jYwsN1PaTQFHSZmitZKHQpXmsjnnU1amYaubREufk1Ftf61NwCXlQx1jHXwcZYBYUIEVolFhEHW3jkvSJSKPK6xJgnWCx28J5RRd38LLAs9CJYccz8wycZWy6T75eQwsZzCygRYUmHSNtIpYwFUpjrpWnrrshTsRxmvJiZuRbWM4+irr4SEYQ48j4WvuZTc0sUgjJ1YeG6OVwtsYWNEhZampg5IWws4eI45rlblkdBlai5kjmvz+xEk9IhBTHIUy3W+jnO5GxyvaIBYK6NjURioYWFGApYl8LGyblmVAoLR+QpqiIVz2LcxVi4AIGkHVnk/SKW8BDCMhQe0k7GmimxMzyvHCeHzCw5FpZ0cEWBoipSSGK4UBBYxSSmziJWZk2zLIs4Tqyyu1h43NSqk1iipLSwhIstzZgSOjIubxGS8oIZOhMP3w+yebw9YH37OpLSa6TrhBAxWku287O7FwFRrjtqAbn0dc2h19tT7T8puZzuvDe84Q284x3vGPluuxUKYHJyEsuyWFlZGfl8ZWWF2dnZXa8xOzu77/Hp/ysrK8zNzY0cc+ONN2bHrK6OWhmjKGJzc3PHdf/u7/6O7/qu7+I3fuM3eO1rX7trm76R8kQUHXvSy1vf+lYajUb2c/bs2SesLY9X3P/+ek1A856EhRcrd5EQL8Ig7T1luB64vWA7c/R+PDaGQ0lnxxlGophYxERaE2lNTEwsIvR2Pmy9dzLAdkZujSLSECoIlSBQgkBBlMT6jJRh0SnAG6TxZ3qTGDCtTYmUWBt9fmQTdQWqrQh7kn5sEWqTRTPcqmG9e7VXoYkUBEqi2hG02oj6FjRa6HZMoCSxNkeae9MjnEnD+kVGKmmOixSEsYVuB4hGYokNQ2h1CQM76w+GNOzav8IyG6FWhjZTa0IliHwJrS6i0UQ0G+hmj0BJIjW6eexgTBfDZJ8DigIlFJGCvpKEgUXc1kRtTRDaBEoQKZ302MBiOGj5aH8PYR8zfrN+hkAJQiUIFUTJONQJ2alSak+G97Rfd34WEzM0hkVsKBjQo/NsjzFs5osYaB7O4Ev5wYaKRW9nlf/61pe9s+UupvcgKfwikkQ1XI4fMICpUqmM/OwGolzX5aabbuLjH/949plSio9//OPceuutuzb11ltvHTke4KMf/Wh2/LFjx5idnR05ptls8tnPfjY75tZbb6Ver3P33Xdnx/zt3/4tSiluueWW7LNPfvKTvPKVr+Td7373kyYc50lribpc6HUvlDx8je2ym6/4iZKUzC6NSxiJgx1JeR4V3/f31au1JggCYyXQJqYBLRIAMiBJ3L7oxnG8b6qxRuP7PsVS0QSx6hilQkIG7NZKx8RxP8mki0lJFfv9/p5xFBpFv+/j5fMm4yrq0BMNpLTo6yTYV/ToqQZh3E2y6XTSF93Bop1xAZn7inVMHFjofEyofLp6iw1VY6lbpR0at2Y71Kz3+zTkJmHcIVbGXNYN2igdoXWUgav0bT7UPlY0htYt+qrJBm3OdWsUrSLd0KZgR7RCh1PdHEtdzRZt+rqD1hFuOEasL6BVlGUspv0W6j7F3jhxZZkOW6z7kzzYylP9con55oNYNUm0qTj7SJWH2h7rfkSXOrEKqXRnOavPmPbqCKVjhIpQMiLSPmPdCXx1gbZdZ7U3zv3NImN39pjsfAZrtoxu92l/1ee+1WlWezFtWSeOAsa6h7igz5u+UFEyZsw1Qu3T6ProsiJQHTZUj9PdMvefn+RpH18n/+A6hJr6SYcHW2Os+xEdtohVSNkfZ0OcSQLAByzmWkTEMqDV9WEMItWnaW+y7ld4pOMg1iaYaPZBw7Lvcbpjse73aYstYh3g+33CzH2Vggud9ElEN+hiaU2sQkLVoWFtst53ESJH0zGW2VaoWe8HNOQGUdBDE9Pv94kzXrJR7imtNVEYEMUxti3QhISqh6/aNK0t/O1jOOpk7OtBEGTZlLvNN4GZO57nJeDLZA7G9ElL5CgiE4OYMecrlDJrwH7i+/5I7JJh+U8s1GndwV0y/C6W1NLv9ykUBtQRl7quXUzvgXz98uY3v5kf/uEf5jnPeQ7Pfe5zec973kOn0+F1r3sdAK997WtZWFjgXe96FwBvetObeMlLXsKv/dqv8cpXvpL/9t/+G5///Of5z//5PwPG4vmTP/mT/OIv/iLHjx/PksTm5+ezbPxrr72W7/zO7+RHf/RHed/73kcYhrzhDW/g9ttvzzLzPvGJT/CqV72KN73pTXz/939/5m1yXfdRJV5dbnnSgqhh9JqCphS9/viP/zgwil5vuukmYCd6vfXWW/m5n/s5wjDMFoOPfvSjXHPNNbu68p6M0mw2qNUGbb2Ud7hGo7Hv9xpNs9FkcirhlNEaLWLSsiIDSRfJpC2N5g5n/Sink6bRbFMsFtBCgw6IlUk1j7GSoxVaJ5QByStXq90mVt3B3WXkmsm1dUCj2adSNecGkckQDK0OtjCAN9J9wrhHGHezVPNer0e9vYRxG2qyUi9ConVEFHfBL0G1SRz7dKJ1Vh1J1F+g4JuNzRd9GnKDVrxCP2yiCYmiiBOtzxl+pIT6gLTnVEgvWqdafwbtcp1+1GTVPY1sS9pBiZPtPLYFfgQbfsRS3GSN04bHKY6Y69Q4oXwi3UcngE1hwEIQdzgU2ZzQIZ14jVNUkZszNMIas1sVPKnoxJKlnuR0O+K0vkA33kQRclRovhA3CWOfWIdoFYOEUPn0RJ3jTsQXVfj/b+/NgzQ5yjv/b1bV+9Z7X/0e3T0zfYx6NAJjJJBAHgxmsSYsA7trdv2LkAlil8UOCGzJCyEWjFmD9o+NFbZ3WSzMirU3DA6HbXlNLNpdLVZYFpdthEBCAgmErun7fO/7qKrM3x91vFXvWW9P93S3Oj8Tb8zM+2Y9lZWVWfmtJzOfRE3bwwoLQ8qnUVbSOJtVEfGoaFMZ260pXKkSrGg7qNE9UKbhOqGDH4i7UDqGXWNlmqK1IJAKvrq2hcBFgg6pYtezip+Ul9BSfViun0F0WQNlBPmOiB+XNKzQPdS1LChUnO1I+AHZgUrbXbHKGFTWBqESvlP/CaINBSQgoKLtYEXwoV1MY7fpQcjjAQNQ6TDstlrYFDbQULLQtA7QjqCpXrFCPVj3jhGAdrCq/hCpqoxoVEBbqaBINqCKCsqtKfiael1rkCYqJIeauoe2WgVjHbQaBKrWMOwxmFvA6PVNAWUE9bqGaEQEpQpUtYkm9HhjvXW4o9aMNkJRqbZgxqBytA/AmLuooVKuwSfLAKFgVAUVWmBUBaESzEExZgopQ5BWKmXdrq0dO9o005+54XBYFznGyxaDYJx/8HOiVqtBU1WMolwu9T1/xz3X2u322JfDVwqmvL96O5PbuOOOO5DNZvGpT30KOzs7uOmmm/Dwww9b02DW1tYccb3e9KY34S/+4i/wO7/zO/jEJz6BCxcu4MEHH7RiRAHAxz72MdTrdXzgAx9AqVTCm9/8Zjz88MPWKnsA+PM//3PcdddduO2226xwRffdd5/1+5/+6Z+i0Wjg3nvvtQQcALz1rW/FN77xjYmv86A40jhRtVoNL730EgDgda97HT7zmc/gbW97GxKJBObm5vC7v/u7+PSnP+0IcfDDH/6wL0DX7u6upV7f97734ZZbbrFCHJTLZVy8eBG/8Au/gN/6rd/Cs88+i1/91V/Ff/2v/9W1O/Co40T5fH5cvHjRdXpN0/CTnzwHdcyDzOPx4oYbbnCuvhmAWUEYY3j++RfQbg+elGAKKUny4uLF6/UgkNZy697gh3p4A7MzeOnlNdTrZVh+bMuoMWQGAYIYwIULc/DJPn2CueABgQfO7U0UUKrAjLOzs1XDXm4NYIrjgWKu0CNEhij6sHTdPHx+yVrSLkuhgbGGKGuDMRWtYhwvbT5hRC/XVxjq6MvKPWIQPk8MZ84l4Q96IEk++KQYAkICfoQhQIKKDlqooEFLaKtlqGoL5XwLxXwTlfYmqNb1QJgxl0TBi4R8HonZIAIRAlkKISRmEGUphFkQEiHoMIoaqaNMdlHXcmirNbSrIgpbDeRaL1rizAxxIAgyJNGPpHcJsbQPgQSDVwojLGYQ11KIED+8ogiNMtRoG0WhgAJdQ0etgjUD2F4toqxuoKkUQWnbGTqByAh607icvg1Xpp6BJMjGZOoMwjQKH9HFToO1kBe2UdN20VZrYIoPmy/nUFW30VLKjkCeAvFCEL3wS1HcGP95NKZf1OcXSSH4xTj8QgwS00VJhzTQoEW01BI6ag3tdhuFNQG55gtQtPrAeyeKPpydeg1iM01jbpc8NP6UojZAWQeq2sHKlQLqzT0w1rYElLO+iQgEkli6btpYvGGEwyDeoXVYoxpeeGEVnbaxcnVI+5AkH264uARRFPpX0PV5jPR/v/DCy2i26gM9SSaCIOKGG26wXkBHPf1MC1defhnV2vio6NdffxF+v39sOpO1tdWxoRMOi2sdJ+ryW96Bn4/eedW2GKP4m/LvThQnijMZR+qJeuKJJ/C2t73N+r8Za+K9730vvvSlLx2Ieo1Go/jbv/1b3Hnnnbj55puRTCbxqU996tiMp7qh1Wpia2vLdSNYX18bK6AAQFE62NzYsALpjVPTm5tbQwWUfrzukVI1Bevrm1hcnDMe0Cocj98e3b6zm9UFlG3o0PJu2UItUK2BjY0sFhen9b3cNA1AqyvQbHN6AKBYrGIvt24TUM5hAsIoGDpQVYbNjRzmF5MQRQaFdaBqNTiHNRnMeWKNOsPK5vcNAWV6CAyI/uBSNQENaMjtBJCZk8GgQVVbaAjZvtg9lOoehkajiUqBodbesYkzCoCBMhGM6sOrJWUD8u71EDxNMJ+KtlpDWdhwzPPRqGJ4hVR02ioa2yEUOyuGl06xbGvMYwxlaSiRFci7rwLkOqhfQUeookRWIQpe3UPJKChToakKNNqGpgGNDRUlZaUnKKYGjanGyk4N9c4evrb3dcwH56HIZai0jTrZg0i6ApgyDaqiC1SqMVQ2RZSUDahaExptO8QOZR0wjaIJ4AfFr+Fs6Bz8oQ6anQJapIwyEbsLCBg1QmronrdGNoh861moWhP2QKnWKjNQaBqwmf8xVE8aU1MBffiQttBRy311wizH7E4LjWbOqA90YH0DU9Fo5LCzE8D0TASwhoLbQ+owxdZWfqCAsiaAG6dQ1RY2NrcxP3fGSGOGJRnc7ra2dywBNQpKNaytreH8+fPGarzRZLNZVwIKAFZXV3H99dePjFZuUioVj0xAHRUHsUE03zZfuG0AAFqvSURBVGT68OHbvrjgqD1RJslkErOzw7de0DQN6+trY4fyeknEEzhz9uzQhxmlFFubm8gX8q7smR6pcCSCubk5x35Y3TT62932zq4e+6Wnc+i1ZcbDISAIBCOYn58dGGfGJJstYXt7y/BIDYj2bPNwmVHGA4EY5uYykL0D3i2M9OVyBxvrG1C1NoDeDtO0SQDi0b0agoxgII6Z2Sh8fhn9k3H1qOuVcgO5nTrqnYLhgWrB7OB1o+Zmt7o3yiMGEPanMTWtR+vunaSvT5YmaDUVFLcVFJvbULWGbfk9s80P63pgPGIQEXka0TQQjgQNj2H/BPJOW0NphyJf39A9OlTpRgB3pDVCXIg++DxRnDs3D2+gDXNYtzfPqsKQ22qiUN2CojX0OXVDykIPuCpDEgM4M3sGkbhoid3eMlZVFbntFnLlLaN8Oz3eSQazfpnbAImCF+l0Gql0SG9zAx6VGqXY3CiiWMrq5TqmvpkhCRKJaczOTg3dYohSis3NPRQL2aECqltu3TYSjcZx7uwZiKIwsPtkjGF7exu5XG6ovUGEgiHMLywY+z4OZj9bTvl8fiwuLo5cTZzL5cbGvDtsjsIT9bbob1y1LcYoHi7/HvdEHSJcRLnguIgoQJ9El0ymEIlErAdPq9VCuVzW9wVz4YEahCRJSCZTiEaj1qR6M0BbLpeFovTFHhiJ+WAXRRGJqSlEo1H4/X4QQtBpd1CtVpHN5dBpd+c4DHuYO4WU/o0gCEgkEohFo/AH/NaO8vVaA9lcAa1mHQ5vwKBqbgbyNM9B9OCg8XgMsVgYwUAQgiBAUVXU6wry+SJqtQrsImRwFGliRGjXRYQZbTwejyEaCyAQCEAQCDQNqNXqKJfqqNZq1hCbHllacZSJPUAoMWL/6CLNi0gkhHDUh1AwBFESoGkM9Vod1WoblVLVGL4zvDF93hdiCSl9WEkfNpREP1KxM/AE6wiGwpBEERpVUa/XUCpWUK9RqFrTmGOjGR6ozgC7ppCSjKErCbFIEvFEDF4/hSTpHrZ6o4FapY1isQxVa1sT3y0PlG14rFsfREf5hoJRJJIJ+P0CvF4RlDI0GnWUyxWUSy2oatu2lY45wXrAvevJu98XQDKVQDAoQ/bqnrtmq4lyqYx8oQxNG1Afhj1WbXXOI3mRTE0hEgl321yrjXKlglzObMvO+ju2jUCPMj6VmEIkGrG89p1OB9VKFdlcFooxmXxSL4UgCJiaSiIWi8Hn81ltrlqtIpvNot3e33wlQgimpqYQi8Xh99vacr2ObDZ7LOJCHYWIeusBiai/5SLqUOEiygXHSUS9EhgUxmDcA71/M+IJGFXFe4XUwDQ97gLWDRkweBC0tyMe5G7Q98Prp7dDdlo1BY/pwSJm0EOrk6XWd1Z2mTmZf5Qg6Xqk9GHBAXuuWXSHtLpCh1rDmoOEX1fs9M6Ns80bMq6D2YZPe/Pb7zEyy7fX2zlsBanhWesVwNZCBjPn9nKxZ3jwhsGO/I17pE5Sfwcs4hhpui9kB3+8HwTXXkS9HW85IBH1d+Xf5yLqEDm2q/M4p4N9PeStlUkuOiNX7wh6x9wnLKyf+zvOcfm2rwLsihB7h6wHGHUyuIPuy4tx3YyJ+mopZg7fdf+2i6quILHFuHKI0m6+9LhWGgjYiBcG2iN2bHYYHSJGNVBmypMhw8amCBuQX9tJuv/sK99RmGkGC9S+hQ+mN22IaOpNa9k+KPb5butcKcs5qTA4XzD2bYf7SA4dHmyTwzl0zAeZm86+Z0VX7797PCP7ekgOCOI5MCdX+wAecp7euVBuzjmwLI4BV/UScA04TmXF4bwS4Z4oDgeAfWL4+JSjOsGD7bRGd4IazGEscxjPziixYnqNukKnP3L7MI+R6YVyZ3c/DB6Ks29LYp3LgmL4O6HNCzXA6jAP0kn16tjzzYfzTi5HFSeKMxlcRHGuOQfWsB3zWA6OyTrP4Z2wbqxXUAzr7N14qXrTd4fu9OXnA4YdR84HG5QPDYx15y6NOn7wSrhhdrvHuMvr4PKYXNRMWq7u7Tvr8dEP5TlM8M7zxMNF1MmAiyjOyWbU/Kir6IyGzo8akNKtxW4HPWnHPgrdG9U7QRuwi5Lh2/SMYqQna18482qfEO9Ms19G5decQD7umsZ7JA+tYxq33xzvEDmcYwcXUZwTwVjv0IHMM+m3wUZ2qgMj8VjpXU1OHuS1caz+M5KZebA8WwRd0dC7qSzQ7+2ypenNDxGMfJveLd0bpdOzF5xlV+z5bYhIGWC7m083gsb+v57ysMpiwH1wMSF80Dm63w0bDjtAL+okybmAOnUcxEvMwb8IcXrhE8tPMKIouor2OymCIBya3UGBN68WQsj+7Y7ozPZvd9wSd0AQe8v3ar0f+nJ9/baZosVlvhyCw/5vc4WcvgG27uDqtTtCnLmga3d03iYSEYzq5UsGH3c1q+nGtrl9ivmT1uaOZVt+hWFsjX3VH87hwj1RJwyfz490OoVIJGo9bBRFQaVSwd7e7thd2YchyzLS6QwikYgVlVhVVVSrVezu7u47kJ7H40E6nUE0GrUijGuahmq1glw2j0ajPlkHaSBJElKpNKKxqBV0lFKKWq2OfK6Aas2I2j5hpyYIIlKpFGLRKHw+2TDBUK+3UCjWUCruTp5fIoAQAVNTU4jHw9Z+YbrdJkqlJgqFAqwYURje+Tu9cXpw0EQigUQ8CH+guw9Zs9FEudxBLpe1QgeYMZfs9vu9e2bgTRHJ5CzCEQnBgB8getpms4liqYpCvgLN0kw9njC77Z45YYRISMQziMWDCAYkSzu2Wi1UKm1ks8YmwTab48tCjxUVjaQQTwQRCvmsSOCdTgflUhV72bweFHNCoadHyE8glQwjFArqe9MBUBQV5UoFu7t7UNV9tDlCIMt+pNNJhMNhZ5urVLG7t4tOuz25WRB4vF5k0hmEI2FHm6tUytjby6LVGr510yg8Ho/e5qLONletVpDN5lCv1/ZlVxRFpFJpxGIxK+gopRT1ek3fRqbqbhuZVxL6axCfE3US4ME2XXBcgm1OT89YO2kPgjGGzc0N5PPutmcxSaVSmJmZHXlt29vb2NvbncjuuO1kACCXzWFra9NVY7dvJzM/Nz90awsCoFgqY319HeaO9aMN6wE3g8EI5ufP6B3PkAjnlUoLa2sroJridJX3zc3qBoT0+6OYn5+Fd9B2Mgb1egubG3m02mV0o2kDXW+JPbK6Hqnb749gbi4NnzzELiFotSg213OoNwuOff4GbcZsBtv0yzHMnp1CMDi8HDodhs31HKr1/MAgnpZdwMqvR/JhYeE8AsHhASlVDVhf20Ol2hWV48pCID7Mzc0jGvUOrUdUo9jYyKNU3oW5OXV3CLJ/Xp2+HZCI2dkzSCajQ8vB3J6lUNjT7Q1I1yd+CUEmM4vpTNJxVd1z6215a3sHueyeZWMcBARTySRmZ0e35d3dXezsbI+1ZycajWJubn5kW87n89jYWJ/IbigUxvz8/MjtZEqlItbW1o405tG1Drb58295O94Q+bWrtsUYxbcr9/Fgm4cI90SdEGZmZpFOp0emIYTg7NlzYIwZno3xpFIpzM6ecXH+GQBwLaTisbi1sTHgHKyyPwqTqSQIIdjc3BjZUZidUCgcxeLCvNVJ9HUWxoM2HotCEASsrKygv5uyG9YFlN8fxvnzC4YHQ+iza24IG4n4cP78El566QXjXKzHli2/RIDfF8P582cgiaLxu2lbn1PEGAOYhlDQj7n5NJaXKRSlCn0zXGe+u2LHA78cw+JiBh6PZNkjtg2ImRFJ3OcTMLeQxuoVoNEugKE91BtDiASfN4G5hSRkWbdLBEnPs7kSECoYY/B6VcwvTmN1WUK1vmsU+wC7RAAgQBJ9WLruIrw+fTNqIhBjI2b7hr4qJMKwsDiD1WUR5aq+H11faAM4BdTi4iJCIcm4BqHv/jGmQRQJ5uZSIOsSiqVNfXNk2MSTo4PWbZ89O4dEImR8JQ6MBi4IAs6dmwZjIorFbVMB9ee1W8jIZM5iOpOwfdVfhwkhODM7A0BALrszsAx6z5GYmsKZM2d6vrfnVyeTyYAQou8t6YJIJIKFhcWx6aampkAIwfr6miu7gUDQ2th4FLFYHKIo4sqVK67svjJgoHxO1ImAi6gTQCAQHCug7Jw5cxbVanXsfneyLGNmxv3byczMDCqVytjhAI/kwZmzZwHYHuIOgQGro2EAppJTKFeqqFXLozsKQcTcubP6Q5cQEHSFiY4+wZlBAxhDNBJGIpFBobAz1JMA6Pvczc/P6fNzoAsHQry6fQDM8Awx1gFjFIGAF2dml7C59WJ3/zVHR0CMITwZs2dmIEmSvicd8UEUfRCJB4QIoEyFRtvQaAeUtuH3y8hk4tje6kCjGgjrOvTt25xIog8zsyl4vR4Q4oUk+OARAxBFHwRIoFChak0oWh0abcHrVZGZSWBtvaHvx0Zg2HbunSeJAaQyUfh8XbteKQRJCEAkHjCmQmVttLUqFLUOQjqYOTOF5stVqFoDDHqebTcMgAhRkLE093rI/goACQLxwiMF4BH9EIkPDBo02kZHrUGlLTDWwZlz06g/X4WqASBsYFkQ4sXZmYsIhRkAAYLggUBkiKIXItGHmzTWgaZ1oNEWwDqYmY2hVqtCUctOEdyzQXA8dgaJRMT4ST8XIeKQOgGcPZtCrVaGojQGCinzHH5/uCugLFEtDK3DszNpVCpldNrNkUJK8ngdngbiuCbbd0y3kE6nUSmXUW/UB9oz0UXi3Mg0dhKJBCqVsqtN0Ofm5lx79sPhCJLJpL5x8imBES6iTgJcRJ0AMhn3AgrQH3ypVBpbW5sj06VSacdDzM0atHQ6hbW10W+aU1NJiKJoe5ALRsdnrjBjYET37BDjoZ5KTaFWLY/wOhDE41PweCTdK2B0bALx2HLOQJkCsI7+8GAaUqkoioU9/YE0oGMjIIjHZiDLHkNAyZBEP7xiCKJgdMS0A4W2oGoNUKpvjhuLebC1LQOsia4cNC0SAF6k4vMIhfTOVxSC8Hmi8ItxyEIYIpOgoIUWq6KlltBWKqCsiUQijGbZj3z1eUvs6Ga7e9BlItcjEqUgxAuPFETQk0aEZBCiEXggoUMU1DxllMUdNJQcVK2GSBQ4U/5prBW/pxeDadu2+fB08KcQj7dAiASvFEbQk0aUzCBKI/BCAgVDVaijJO6ghHV01Cr8fg2LyZtxJfc9S6B10YcHPVIEnlAFulDzw+9JICSmEWZT8DF9g9y6VEdBXEdd2YOiAl5vB/PpG7Gy+xQ0quiiyVEWIkTRh0BEAeCFIMjwSEH4pBj8QhReEgQAtFgNLVpGSylB1WrweNpIJOLY3WuCoDXw3hEiIx7X5xIRIkEQZEhiAB7BN6RONCEIQDKZxM72+mChYwj2dGrK+j+BCCJIEIhvaB0m0JBOp7GxsTa0/gJAOpUyXgLMH0RnmwOMdqdZbS6dSWNleWXki8vUVLJvqG3Qc8L5jMiMFVHxeNya/+SWVCp9qkQUnxN1MuAi6gQQDk8+Bh+JRMaKKPvY/iCPEYC+B3ckEh1pk4AgHAk7BRQRjKEmY7iJaPq8FAYAGgiAcDgMUfTok3977Jn/ikSCRudDDAHlhSTp3hcAoFChaaI+4Zm1wQiBT5Yh+6JotUpOD4G58TDxIBTWJ2QTQYIo+OAVQwh6UvCQAABAYS29IwaggoJSClECErGzyBevGENDtvwSAaLghRzUPQwC8UGWwghJaSTYLMI0AIkI6FANZaGCkscLxijaqgZCGES5CqHmBWUd+40B4IEoSCD+FgA/RMELvzSFJJnDNEkg7pfgEQk6GkO+HYQoeME8GhpM90zBX4VQ8ui+DkaNuUqCIRQ8oL4yBMEPSfAhICWQwjxmhRiSAQk+CVApUGzL2Gn70JHqoFSBShtgvgo8YhCa1nIM6+mbGXtwPv56iGIWAvHAK4YQlmYwq51FUpYR9AigDKh0AhA0Aippul1NgxhowyMGoNEOAF1I6UORuujLhC9AljUQIkESfPBLU4gJs4jTBPxEF0F11kFRzKEEoMlUMKbCHxAhCl5otDPAwyXCL08hFA6BEN27JYkB+Dwx+IQoPMRn1IkGWppeJxSmAayNUMgHEA9g3reeIUK9bYS67cIQUJLkd9RhVSV6CRp1OBIOGXUVIGxAx0j0Nmf/v3ktjqFjMP14Q0iFw5EBQ5lOeuf/DPJwAbCEGQAEAgFIkqSLapd23eD1euHz+fc9MZ7DOQy4iDrmeL3efU1mH/eWRwixVu7YvoQz6oW+2a39ASmK4tgHpM/n65qEKaS681/0ZzbTfU62h7jXK6PZ7M6B6d0vzSf7rHwSIkIUZUhEdngHmKC/yTMiGnY1yLIPLXNxYV9ZivB6DU8ZRAiCBx4xBD+i8FHdm9EmTTCiQhNa0LQ29AnPFH7Zr1+TMdyk29c9Rnrnq5ezIEiQRD8CSCCKAGJeLzwCQUsTQZQo2qSJllhGR9VXN4mSsfkvE9GNwaTP8yFEgihp+lJwQYZPCCFKI0gGPUjKgE8EmhoBgQetZgw1IYKWUAKhLUBUIQgeME0Dg7lxr74STyASiKQACBp2o4izEJI+CdN+ICRRKIzAIwjoaD7s0iiaQgkqbQFiGxKRIRARmj3opzHEFvRGoCALQkR4xBDCNI6414uUX0BE0nPhE0SUqxFUhBBaggyNtiBIGkRjMQdjRowpawI8gd8XAlAGIbqHyyeEEKExxCUfgpIICsCjiFBpDC2hgrZQBjQRPp8MQfBAo8TycDEwa/5WwBcwrkAAgQcewQeZBBFAFDLVBXeLeKAJKlShDY20oJGOUe9ty/N76pooea0VtfqLgKTXjd46LDL9HhECMMDjkSAQwVplOchbK8uy48VFF1DmfDnTi6mCgQBGWerPAC+UTnuox8L+HHFeTW8UfkM3Gt94vfLIZ4TXO5kXqpsf76kRUXxO1MmAiyjOodMrAvVOccwxQwcXgXHhzXr3fBOMoQ1nR2F6tGxCjXT/T8whSACC5U3rsSsMi2fTnz8CEQIECESPi2Qb5NTz22dfcBxtXRfp7cokCIRAIHB8RIEY08GJrTxo95rZ6Fg8hOj5lQggEUAkAGW6RBANEetM3y9OieEREYzzE6LnR4QIkeiziwSj5xUE6NfR80giRL8KM2iC/coJnHkQIOmlTAgIAQSm55sww4vTd1+6wT+dgt2Zzrz3gq1O6Fc14D4TAjDSM0wI607bEvYd2489NARxrmEY2T4G2xjM5C9objgcq6cHfbYeF1EnAS6ijjmdTsfab2wS2mNizDDGoCiK0xvFGNA7mZE5pYemaSPfMAE95k8gENA9WIQZQ3fda9CXKvevPut0unnu9UQxMLQ7bcg+2bCnGV4hQGP6ECA1vqNM9xSZb8itVnPAm7bxDWNQFAYGfQmzpnWgkBrqJI820SfdqqyFNq2iozXAoDjs9sF07x0DhaqZS6NVKFoNFSELkYlotYKQiACFaagIVdRZHopaN/INaCoxzmFf2k+NeV4MVPOAMQaNttGgJeSFEqRGAg1VgiwQtClDqa0gLxTRpGVotK2Xv+YDNVcEWoE0RWNDYQZoXr1caRtNrYAciUFqxNGiEnyiAJUCpY6GXaWBJgqGXQ2EesGYaluCbsSiYiIoNDQ6DYgAKFXRoXWUPDnIbS806oNf0gVSTdGQJyU0aMnKL9MkaEwzOgJbVHQj7812HQHoq+9UoywKgg+akoBP1T07DdZCScyhpVWh0TYADe12p2vTFjfLrG2tdhOAbJS5go7WgEAkMIFCMobzVGOIV9Waxhwmhlar1S3LnvrGwKBpCjRN071RjIExVa8bpNVXhxnTrHAUiqJCo1qfPaArptrttu6NMtuwNcRsjxCvGd5Z8/4wKMroGFftdtt6RhhT6fqfE6xXMmJsvLpOp41AIDAyzeD87C8O3smDgfKJ5ScCLqJOANVqZexcpF4qlYqrNFNT+kRXxwNyTF7GUa1UbQ9Iqj9zwRymzZABpkir1WrQqGr7rVdIMZTLNUTCYTCiAayjCwJNQ3f5PTVWS2lWfKhWu23EXhoWE6iDRl1FLAaAadBoC21V78xEwQhUSBVotA2VtkCpAsYoNFVDrriO3vhIxBjUoFoHSkMEEhSUtdBW9YCBqtRCRQiBgIASXVS0tAo6aq2b904IGt2EJRyMCeB6pyuANEMAWtBoB001j4JE0BJrCLajkCBBhYq6UEZNy6Gllow5RRpIKwpGFWNYyBQlCigDCG1DbqbBmD5E11ALyHoEtFkT+XoEXniggaIu1FERsmh0CvpQHgBPI4W2+qJh1wwYSkGZBkIVXCl9D4upNCQJaKsVVMk2NLGNkpaAT9VFSYs0UKKbaKp5K79oRqBodSMOFbMEDwiBRlXsVV5AsJWBz+eDqjXQJHlQSUVTKEOCPlykoIm2WkVLrUCjLTCmodnQQLWOVScsgc0oQIB6K4daVUIoHNLnZ6GBFqNQhObAOsFYBwwM9XobgK2Tt1d4oouYWrWOaNSowxSgQgtMo4PrsLFCr1KtwS5R+l4IGEO1WusOvRkTyMEYwIg176m3zVWrFfTG9uqlUqkgFArZzj34OWH/X6PRgKKOXhlcqVQQi8VHpulFUZRTM5THOTlwEXUC2N3dm0hEMcaQNYL0jSKb3UMikeh6iFzmZeS5wZDP55BKG6uFDK8HGzJh3TxnNpu1Peid9kwhVSoWMJ1JweORoMcroiCkZ8NaZiwPt+yWusEaHSqOGZM4KHL5NUxNXYDs8wC0DZWpoKwNAsnyWOieFkOcASgW26CsZeuEutdDGAVFB9niMkLxBQSDgEbraCkaOloNdcEDAn2OC2OqPg/G6DgLhSoKNT0+UjcopLmSDqCsg+3Kc5DK0whHGBQVqFIFTaGEsigbdlVoigKVNg3hoKJSbmOz/ENDqCqWl0OfB6RAo8BG42lkikkkEgF01CooVdASSygIMggRdW+d2oFCm1DUOhjroNlkWCl8Rw8hYAooS+wAGgXaahVK7TpIsRpUrYk6zaItVVElO/rkd1BoVDFCMujhHhSF4Mru96FpLfQJVaYBBFC1JhoVD3w+qh+jUqhqCy2x1K3TVINGFVCml7GiKCgWK/qk/aH3roVCoY1QOGQIVwqFdaDSbswsvf516wSlFLlc0bh2NuRlhGF3L4doNGwJHUZZXx3W65ghdhhDdi9rq9uD28fe3h6mphLGpHKzrnfnVdnrv/nfPdPuCAqFPNLptGOF3rjnhJtYcsViEdPTM1bkczdMGuz3pMPnRJ0MuIg6ATQadezt7bmOFbW5uTE2RhSgu+q3trb6AvQNY2dnx9WboKIq2Fhfx9z8fPeBO8LDlc/lUa1Uhr4Rm6uKKDSsr29icXHOkFVGZG9b6AQ75UpVjyRti13k8G4xZoU+WFvfwnXXndODbTIGTVOtdM58UdTrHWxtX+l6SOznJmZ+FWiUYnNjB9ddNwNRZNBIHRrtzg9yDH8xhla7g729EjTaRG9UbbODBwEUtY7dnSJk3xS8XoCxDlStCaLahj/NTpQxKIqKvZ0iFK0OoEc8MDNWFIOi1pHb8yIQECHLzBAODcOiPSimORTFsL1ZMIYiOz15JobYYVA14OX1p3GdfB18PhUaU0GVJjoQe4Z4NWP4k2J7swhFrUMXfIPEjgaKFjZ3XoTHt4Bw2ANKKYA2NCvP3XtmCpKdrSranRLAbBHne+4dGEOpvI1gXsTUVER36DAKM/Cns07oNjY2slA6VWvI1V7fAH1VHQA0m1Xs7Ob0aOXWNQ+vw9vbe2h3miPbDwODqnSstuxIOeS4vb09NOrjt1zSNA3r62tYXDw/Mp1JsVh0FSMKAFZXV7G0tORqqkKlUjlV4Q0ALqJOCnwD4hPC9vYWdndHv4kxxrCxsT7Rti+5XBabm5sYt6XC9vY2dnd3XNstlopYX1szOrYR58/mxkYrB7qdW7VawsrqKjSNWt0qMzpIu4ViqYTV1RXY57zYhwm7Qzi6lUajjCtX1oz5XsacEmNJfHd+FUW12sTy8su2IaYerwPrngNMQ7NVwJXlTWNuG7Vs6sOChn3GUG80sXxlEx1HB2+3z4yhHg1AB/VmFivL22g2m7o3hLZBtZb1YcZ8pWazieXlbdSaOTDWNoaJ7N4SoyyYPuzYaOWwsrKDer0OxjRQ2tY/RjwkPU5WB51OByvLO6jUdgyPnOIQOr35VbU6Xn7pBdRr+r54vXk286uqKlZXdlAsb0IXfNqIslBBWRPLK1dQKjcModQt4+6HQtVUrK3toVDasOUV/ffOtM9UbG6u694l2/3v3jMNpqBcX99BsbjtEFCOOmbWB+Mcu7tb2N7J2n5z1mHz/5tb28hmdywP1Kg2wsCQy2WxsbExti3v7u5ie3trbJszqVQqWFlZHtuW8/k81tZWXdkE9JfDK1eujJ1jWS6XsLKy7Nouh3Mt4XvnueC47J0HAH5/AOl0CuFwxFouraoqyuUystm9sRPKh+Hz+ZBKpR0bEB/EpqVer9fatNScoGpuWrq3l0VjTMTkXkxPgCRJSKZSiMVi1pAAoww1Y9PSmm3T0nHbZej/0P8WRQnJZBLxWAyy7NUniTOGWq2BQr6AUrmIPu+T7Ry99qxVgIKIZDKJWCxqbEBMwRhBo9FAsVhCoVDs8z71eRH69uXT4zxNTSWQiEcdE3UbjQaKpaohAux70A2wbVuRaA/qmZzKIBb3IRDwW/W+2WigWCwil6+CMWNeUY9na3h+9fAE0WgCyWQSwYBk2W21WyiVqsjlzI2CbduyDBoeG2A7FIoglUojGJStPd46nRZKpQqy2Tw0tTPQZt+967EfDISQSicRDod0u4Z3r1wuYy+bg6K0HWXqqr4B8Pn9SKf0zcQFY2NjVVVRqVSQzWbRNuJyTBowUZZlq83Z27LZ5prNXk+dO8wNiGOxmKMt12pV7O1lD3QDYsYYqtUq8vmcq/mdh8213jvvbW+5HRdj/99V22KM4kelP+N75x0iXES54DiJKDuiKFrDHwdtF9AfvAeJIOixjg7LLtWc5eCm8xm4VNyYiEsIgTgoJlbfpFrn/wcJKad5AlEUoKqDymGIgLLnzTpLv11BFEA12ueNGClILLs2mz3hHERRANU0MPs5bV6+0XYH5xcAREnS7Q7Mr/uy6LM7tG04bQ69d33nsNml+hyoYUNw+6l3pog6aW3upNi9Wq61iPonb/kFXB/7l1dtizGK50p/wUXUIcLnRJ1gDutBc1h2D1rsDbI7eB7TcHpDKehfGh0sY1AVxdmRTtJhMmYca6bpzv8ZKaBGZphZ+ekLA8EYtAF2HQJqtHEYs5nQu0mxplIrTf8R+y9rbcBQjmvPi6N8e+wOrMPj7fbl0VbeffkdIO72U+/08Acnt82dBLsnER4n6mTARRTnFcWkQx/ujI4enrGfc3QQRKeYGvzb6PM503fPPey8+ymPgcLyqm2Pz6/T3qT57hdSQ+0w5/0ae/8OyVl/KHWVw+FcU7iI4px63IqGYQzapqZrnPUNCfV3+APm+0zYcQ86v2tRMmCIelyZDBQAE+S7z4t2IIJiTLkOYeT943COAgIebPOEwEUUh3MATN4BjxkGdG1jH0LEpdgZJiwmOs8Y+8N+2T9jjh1y3VxAcY4XDBRXP8TLvZ2HDxdRHM5hM9AbdVyZVJhNPqT3SoV3WJyD5GDmRPE6edjwOFEcDq7+YTP2+ENbBMuGfHrTXIu89J520Hl6hxjH5H1cXie5ljEBKzkcDmdSuCeKwzEY1pG6nRs0bpL3+KX6I9L02hnk2bIib9tXBLrIg+M4DD7WjTdtmO2Bc8KGnXuMPTdMcNxE9w9cbHGuDYzB2Ivyau3w+nrYcBF1wvB6vUgmUwiHw5BlGYzpu8fr2yJk971UWpIkJJMpRCIR+Hz6prDtdtuy62YbmUGIooipqSSi0Sh8Ph8IIeh0OqhUKsjnc/sODkoIQTKZRDQag9/vt+zWajXkc3k0W/sLKCgQAYlEAtGYblcQBCiKgka9jly+iEZ9fBDPgXOJCEE8FkM0FkMwGIQgCFBVFY16HflCCbVaFfubC0QQiUQxlYghEAhacaIajToKhTLKlZKVq0lsAkA4HEMiHkYwGIIkiaCUoV6vo1QuoVjssev6YU0QDEYwNRVFMBCExyOBUoZms4lSuYJCIQ/G9jeM4fcFMZWMIxQMweP1gDHdbrlURqFYAO1pG27vn1f2IzmVQCgccrS5crmMQj4PTdP2Ja68Hi+mkklEIhEryKS9LY+L5D0MURQdbZkQgna7jWq1ilwui06nM97IAARBsNqyvc2ZQTFbRnDQSSGEYGpqymrLZpur1WrI5XL7Dg560uHDeScDHmzTBccl2GYymcTs7JmhedA0DWtrqxNH+I3FYjh3bs6K8twLpRSbmxsoFAoT2Q2HI5ibm3NsXmqHMYbt7W1XmyXbCQSCmJ+fH7l5aXYvO9HWFgQEss+H+fl5S0QOolAoYGNjwxINbrxXkkfG4sI8AgH/ULvlSgXraxv6BsHjmqQVXd2D+fk5hEPBoUmrtTpWVzegaWZ08XGr9AhE0YNz52YRHRFUsNFsYWVlHYrSwlghZYuIfvbsWSQSsaF2W+02VlfW0Wo3BtrsE6hGnmdmZpFOTQ212+koWFvbQL1RdX/vCEEqlcb0dGZom1NVFevr6yP3fhzEVGIKs2fOjGxz6+trKJVKrm0CQCQSwdzcvBUwtxfGGLa2Nifehy4YDGF+ft6KVD6InZ2dibaGAgCfz4+FhQVLRA4il9O3hjpKrnWwzbe+5TLOxW67aluMMayWvjpxsM3Pf/7z+P3f/33s7OzgxhtvxOc+9zm88Y1vHJr+r//6r/HJT34SKysruHDhAn73d38X73jHOxz5uOeee/DHf/zHKJVK+Nmf/Vncf//9uHDhgpWmUCjgN3/zN/F//+//hSAI+OVf/mX8wR/8AUKhEAD9BeODH/wgnnzySTz33HP4p//0n+LBBx+cvFAOGD4n6oSQTKZw5szZkSJOFEUsLp5HNBp1bTcej2N+fmHowxzQ30DPnZvD1NTwTqqXcDiCxcXFoQIK0N9AZ2dnkclMu7Yb8Adx3XXXjd39PZVO4ezZc65WXREQeGUflq5b0t/cgYEfAEgkElhYWHA9UVzyeHFh6bqugCKk/wMgGolgYXEB+tYro0IV6IiiF9ddt4hwOGTYEXs+uu1wOISlpQWIotd2FSNKgkhYWJjX65DNLiGSw3Yg4MfS0nlIks+FXV1ALSyeR2Iqbrv2/jz7fD4sXTgPWQ52y2tYORgC6tzZc04BNaCMvV4Pzp9fQCAQcXfvCEEmM42ZmWkQQobWCY8kYXFhAeFIxPUKv6mpFM6eOze2zc3PLyART7iyCegCanHx/FABpV8WwZkzZ5FKudvMHNAF1HXXXTdSQAHA9PQ0Zmbcd9Sy7MPS0tJIAQXoL49zc3Ou7XKujr/6q7/C3XffjXvuuQff//73ceONN+L222/H3t7gl91vf/vbePe7341f+7Vfw1NPPYV3vetdeNe73oVnn33WSvN7v/d7uO+++/CFL3wBjz/+OILBIG6//XaH9/I973kPfvSjH+GRRx7BQw89hG9961v4wAc+YP2uaRr8fj/+7b/9t7h8+fLhFcCEcE+UC47aE+Xz+XHx4kXX6TVNw09+8tzY4QCPx4MbbnjVyIe5HcYYnn/+J2OH4ARBwKte9eo+ATVipg5eevEl1Buj994iILh4ww2QZbnbXQ2YT2Q/x8rKCsrl0kibALC0dAHBYMBmU+iJfk4dXpGNjR3k87u23/ttgghYXFxAJBwGCAGB2LVt7Mmn76FHLfs7u1n9bX7YkBYhXY/OVNywJYCYQgfmPAhN3+TXsF3IF/XNaXuuw2GXSMik08hMpwbYFQzbzo2Zq5UalldW9X35BuXZEDrp1DxmZqNG+XSFmdme9A14O1Z+m402XnzxheH5NWzHYmnMz0077xkRHXa7+/BRtNttPP+TF4x9BIffu2AwgqWlxZ7rGF4nVFXDT57/CTRVHemRkmUfLl68aOVvXD2mlOInP/kJFGX0EJwkSbjhhlcNFFDD2t3zzz8/dk9MQghe9apXjxVQdl5++WVjeHo0119/0dhH0h1ra6soFouu0x8kR+GJOhN721XbYoxhvfTwRJ6oW2+9FW94wxvwh3/4hwD0Onju3Dn85m/+Jj7+8Y/3pb/jjjtQr9fx0EMPWd/9zM/8DG666SZ84QtfAGMMs7Oz+MhHPoJ/9+/+HQCgXC4jk8ngS1/6En7lV34Fzz33HF796lfje9/7Hm655RYAwMMPP4x3vOMd2NjY6Mv7v/k3/walUol7ojjuyGTcvzUC3TkR40il0q4FFKA/UNPpzNh0U1NJh4Cye3J6PTsm6cz4/Mbj8R4BpW/ASyBaHTNsXgMASKfTYz0EoXDUJqD0zl0QPCCCDCLIhniWLPsAkMkkYe4vZ7dvHwoKBKIOAUUECaIQhCSGrI8g+HX7hsBKp5OQpNBgb4nxnSzHEE/E9GsnEgTBD0kMwSOF4ZWi8Hoihm0ZhAgABMQTMfh8cb1kem0bQscjRZBKTznsesQIZCkOnycOWYrCI4UhCgFLWIUjIQSDKUO8DLZLiIRkKmSUjwgiyBCFQDe/UhQeMQhB8Ft2/QEZ0dj0QM+caZtAQCoVswlTCYLogygEIIkhiEIQohCAIPqscpBlGfF4wjbEOOjeCUY5wPKYjasTkiQikRjtqSUgSKfSTgFl2jfrMASjXuu/C4KAtAuvUTKZcgio3nY2qN25ea5MTU1NJKB0u+OfEea8qsnsuvdYvxJgoAfyAbrzW+2fQS/DnU4HTz75pMPTIwgCLl++jMcee2xgPh977LE+z9Dtt99upV9eXsbOzo4jTTQaxa233mqleeyxxxCLxSwBBQCXL1+GIAh4/PHH91mC1wYuok4AkYj74TkTN0N6kwz7dfMy/i3Mbtfxpt0zhGV/oIfDEQhkeHUkIIhEbecm+oa29mEmQqSumDIIBAKQPPJAIWV2/NFouMemCIH4IAr6RyA+EOK1OmIA8Hgkx9CQcaTNtoBIONDt4AUJAvFDkvzwSiF4xRC8UgiSGIBAfJYgFAQBwaAHfWLHttluMOTVh5iIAEHwQBIDkKUI/NIUAlICPikGrxiCJAR0IQUCQgiCIbMceu+FnvdAUIIgSIZdWbfricDvSSAoJRHwJOHzxOCRAg6BFg57AeIZajccSsPjEa1yEAUfvFIIPk8MASmh59kT08tC8Bh2gXDY172XfWVBIMsxa5jULAtR8MEjBeAVQ5ClsJ5XIuv3z7g/kWhIF2e2emAXv4Lg0cUvgK5Hzju2TkQjEasODaxrgFWHTQFF4Bwq1euw895HouOHCl21uR4x6ua5sp9nTygUGjmkCADRaGxiu7Isj5yvyBnOH/7hHyIajTo+9957b1+6XC4HTdP6hHAmk8HOzuD5bjs7OyPTm3+PS5NOO0W9JElIJBJDz3tc4Kvzjjler3cib5HJuHkGhJCB84rsj9lBQwCSJEEUxZGrAPsedIaQcH7nHKbR8yOj1R4+vCDLPqc9Qoy3evOBrYGBWMvqCdMHVnw+H2rK8CFIn898IzZtmmLCHB4jAIUeQZgxMKKfw+fzo9Eo9xskBCACZJ9evqbYEwUPJCJDFH0gIN0hJaaCMskYdtLvubWnm6Pj0zton2wOrwkg8EASZEhCAF4hCBESNKggEEGZBo129A6aMciypHvPBi2dJgK8XrMcde+eJMjwCEH4SBgSkaFBhcgkMFGFojaMPFDdLoZ0mkRAwB90lIMgeOAR/ZBJEBLxgUEDYRJUoQ1NawNQAAjwGsLLGpAyyt20Zb9vhIgg8EAUZHhEPwSie08IFfQ3cqZBI6pRDrLhRRw8VCjL+sozp6j29NUJRikA0VpNOK6DFyWpZ4h7VB0WrDbi9Xptw7+D6WvvVr2xtztqlJ3etgVBgNfrHblab9g1jXtOyLIPjUbdfX5dIsvyvlcBniyY9Xy4KitGnbnrrrtwzz33OH7b7z3gOOEi6piz3zlY445zY3fYXIqDsL2f467Wrn2z2e6bfa/NyYY3XSbs/woiGHGKSGb7dzdvvZOpB+dPADFm7Oh/2880Or9dz4n9d0Js1ogIwoitHAXLW2Q/Ti9f9OXZsmubDwYiWOcYJsAG5pd0B6XIkLIghghk0AamOah6RiBAj8GuXzex8sYcdW1Su0PzNHJh5X7bxuEMRhzVM+KVBD3AEAeyLLsaRUgmkxBFEbu7u47vd3d3MT09eDh1enp6ZHrz793dXczMzDjS3HTTTVaa3onrqqqiUCgMPe9xgQ/nHXM6nc6+AqaNiwVDKR048XxU3OtRx9kZPPGcDvl3l3GTZ61rMsuDMWsStT6Rmjl+s45rj7ardMz86pOa9UmkGihVjI8GBlWf/GwLEzCujDsdxZFPyjRoTIGmtaDSBjStBY11dPtMtR1n5mdQ8EratQsKBg0a60BhTXRoHW1WR4fWobEWNKaAQYNZ3u0hb/Dmg7Z7PYbnhilQWBMtWkETVXRYHR3ahErbxltyd76F3c7octDLVdNa6NAm2qyONqtBYU1orOPI7/D60F/++r3Rbau0rZcvbUPV2qBUAYMK8/52y28w9nrGwAzb6ug6gWH1vouqqqC0px24qMP9x43Ic7dAuudw/N2tVYwxKGPr8ODfWc/f/ceNLotxvw+jPaYtv1LQn7/agXwmwev14uabb8ajjz5qfUcpxaOPPopLly4NPObSpUuO9ADwyCOPWOkXFxcxPT3tSFOpVPD4449baS5duoRSqYQnn3zSSvO1r30NlFLceuutE13DtYZ7oo45jDHUajWErTka7qhWx6+OqVYr+iTbieyOj0FVrVatSaMMALGiUhsP8gGr6Or1OlRttDirVCq2cqBgEECY5hiRsVZNGfY7nQ7anabtt246YngNqrUm4vG40WlSAB1QdL1V+sox1RgG021rGkW9VhqeWUbRaKjG8B8DWAcaBRij0ATR8GJQUKqCMkVf9WZ02K2mLa99UcgJmi1RzwcjYKwDVRXAGINK2iBE0M9B29BoB4x1DBsU7ZZnwAo63SYYRaclgzENBASUtaCoBAwUGml17TIFGm2DspZlt9PyQh+CM+05y6FY3sWMFoIoMoCp0GgLHQAaUyAYw2Ma60BVm478NhoCdHHRXxYMDI1mAZ1OQh+WZppeFlSP9CwYc6ko00CZLnzMYbdKpTJ89SMATW2hXm8Yiw0owDRQChDCRtYJvc2NiEHFGGrVKiLm/CXGwIgG0hO+y16Hdbvu2pwZgsS4o7byGjxsWavVQMcENq1WqwgGB8chGyagWq3W2OC81Wp14nlRqqqe2sCb15K7774b733ve3HLLbfgjW98Iz772c+iXq/jfe97HwDgX//rf40zZ85Yc6o+9KEP4a1vfSv+y3/5L3jnO9+JBx54AE888QT+6I/+CIDuPfzwhz+M//gf/yMuXLiAxcVFfPKTn8Ts7Cze9a53AQBe9apX4Rd/8Rfx/ve/H1/4whegKAruuusu/Mqv/IpjZd6Pf/xjdDodFAoFVKtVPP300wBgebSOAi6iTgDZbHYiEcUYcxXAcm8vO7GI2tvLjk2Tz+eQSqUs17s1TDVAPJmMyy8DQ6lUwvT0NERRNGxp+vwkR0LnObLZrOVRGGSTMKBYzGE6k4LX67HmJYG1HUf0LmnP5Qv6tgxDtjphhKJSzqLRiCAQ8Fs2NaKCMnMIy/Q8dJfgF4tFtDsV/QocPSuzxEO9nkWl4kMkEgYooJEmKFOgkq44M0MR6LY1VCpVVOtZ4zw224Y4YwAarRyKRT1iu263AaYqUNGEOUyl2+6AURUMGhqNJvLFDUNM9IodWNedz5eQTsf1+V+UghliqusMp6BUsfLb6XSQL2x0xU5fWQBgGrLZIs7MpsGIZuhKDYx0oNnnGNlCPWiqhlKphd7QCZaoNu5dNpfXRZQhdGDdp8F1gjGGfL44uq6BYC+bRyQadQgdRnq8BX11ODfUywcrTRaJRKK/zQ2wZz9mHPl8Dun0ZKt43Tx7CoUCMpnpiVb+ucnvK4n9Ru532ph8FOOOO+5ANpvFpz71Kezs7OCmm27Cww8/bE0MX1tbc9SHN73pTfiLv/gL/M7v/A4+8YlP4MKFC3jwwQfxmte8xkrzsY99DPV6HR/4wAdQKpXw5je/GQ8//LBjzt2f//mf46677sJtt91mBdu87777HHl7xzvegdXVVev/r3vd6/Z9nQcFjxPlgqOOEwUA587N6Z2bC7a3t7G3tzs+IYDp6RlXS5IB/SG2tbXpKm0ymcSZM2ddpS2Vio6GMYpYNIb5hQXHd+Yd6a3I1WoVy1eujOyArLhAoQjOn1+AMGiZfk8TaTZbePGll8DoiFhDhh2/P4Kl6+YhCPbVUf2TfcEYOh0FL760ClVtDveUGPNuvN4ILlw4a0xU7g+10M2TPvz68stbaLfKfeLBbpdAgMcTwXVLM8aiA8Fh02mbglKK5Su7qNeNTn5EnChB8GBpacG2rL3ftmmXMYbl5R1Uq1n0ickBeV48v6hHbR9TvgCwsrpuxA1jAwWPPczB/Nw5xGKx/uvpi6IObG5uIZ/PDRVRdvuzs2eQTCV7vu/asrO3u4ftna2h9uykUmnXsYAKhQLW19dcpU0kEjh3zl2wy0qljOXlZVdpw+Ewzp+/zlXaer2Ol1560VXaw+Bax4n6ubf8PJKRN1y1LcYYspVvTxyxnOMePifqhLC+vuZq25WdnR3XAkpPvz00Eq2dXC7nWkB1049/+JdKRaytuXuYA0CpXML6+prjzWPQ/K1qtYrVlZWxb/Dm7/VaBaurq9AotewxGMM2tv83Gk1cWb4yVEBZ3xlzW5rNCpaXV6GqmvUdmGb76N+1Wm28/PIyVLVhiRHW80f/Us9Jp1PBlSvr+nwvw5YZBNMaZmK6R+fKlXW0WiWHgHLYNOwyUChKBVeubBgroPQ5V3a7ZpBNVVWxsrJlCCjquAOD8kupgitX1lCvN7penV67TAPVKFZXt/oE1LCyYKBYXVlFpVIdWb6MMaxvbIwUUI77ySjW1tdRKpVG1gcGYHtrG/nccI9nr/1B264MqsN7e+4FFKB7gNwsB59EQJnpNzc3xr7tVyplrKysuLZbrVaxuroydr5XrVbD8vIV13ZfKege1Kv/cA4X7olywXHwRJmEw2Gk0xlrPyFAf7BXqxXs7u6NXFY8imAwhEwmjVAo7LjGarWKvb09VxGIB+Hz+TE9nUEkEnXYrdfryGb3UC4PCBHgAln2IZNJIxqNOVzLjUYDuVx2X5GNCQgkjxeZTBqxWMwR66bVaiGfzyNvdH5u9kmze1pEyYNMOo14PA5J6tpttzvI5/PI5Y2Nd22iYaRNoyxFQUIqnUIiHofH0x2dVxQVhWIR2Wze2DcPI2077RIIgoSpqTimEgnIcjcUhqpqKBaL2MsWoKpt9AqdcfkFCKamUkhOxeHzdZdYaxpFqVzC7k4Witoem1+HbcN+PB5Hcirp2KOQUoZyuYSd3Sw6ndZYm4PsR6NRJFMpx9wgxhgqlTJ2d/fQavbPuXNDOBRGKp12DNXrbbmK7N4eavXREfyH4fcHMD2dQTgccbS5Wq2Gvb1dV/MlByHLPqst97a5bHZv4n3+TLxeLzKZacRizrbcbDaRz+eQz+f3ZfcgOQpP1FT49VdtizGGXPVx7ok6RLiIcsFxElEmgiDA4/FC90rsbwXfIAghVvyQdrt9oHb1ISICRemMffucBD2/BKqqjIxfNSl6jC4RmqpCUUdPlB3GoOEwjxH7S1PVISskR5f5sMCLkscLURSgaRSq0ukKl565P67s2uq5JEmQRAkapc4Vc33DWi7Ejs22ZMRN0jRt6Cqx/ZSFKIqQJA8YGDoDVsxNKnYsu4IIyeMBb3PdNnfQdvWYWMKBt+Wr5ShEVCJ801XbYowhX/0eF1GHCJ9YfkKhlKLdPvigc4yxQwlmxxgbuwR8vxyW3XEhDNzQXQXYZdSycjcd/CCbAKAqHTi03tV0xrZjVUWBOma11ah89+XXXLo/xu5+y0LTtKEd8H4FFABoVIPWPviOnbe5LgfR5l4pHNXEcs5kcBHF4RwyI4e5xqQ77Hy8EugPoNr/G4dzstDjnh2EFc7hwkUUh3MEXO3DbZg36pXCfsqHdxgcDudaw0UUh8MBsH9hxsULh3Ow6CtB+XDeSYCLKA7nhNIrekYNax01wwTaoDxzUcbhcBF1UuAiisM5wYyMdQTb1jX7FCZu53NdrV0unDgczkmEiygO5xXMpOLE7jEadqybNKOO44KJwxkPHbJR+yTwtnb4cBF1whBFEYnEFMLhsC22TAvlchmFQmHf7ltB0PdMC4cj1n5G7XYb1WoF+Xx+37FgiBEEMRqNQpZ9IISg0+mgWq0in89dVSyYWCyGWCwGn88PQggURUG1WkWhkB+7AeooIpEI4vE4fD4/RFGEoiio1WooFApXFVYiFAojHo8jEAhYduv1Ogp53e5+HngEBH5/AImpBAKBACRJgqqqaDQaKBaKVvDV/dj2yX4kphIIBoPweDzQNA2NRgOlYhG12uSBIE3h5fX6MDWVQCgUsuy2Wk2UiiVUKpV9l4PH40E8kUA4HIbH4zFCBzRRKpX2HQgSACRRQmJKb3Ner9cIHaC3uWKxeFVtbmpqCuFwxGrLrVYL1WoFhULhqtpcIpGw2hxgtmW9bVxNm4vH44jFYo62XKvVkM/nBsY8c0s0GkUsFoPfH4AgCJbdQiF/SsMeMD6cd0LgwTZdcFyCbUajUZw7N+eIpG2n0+lgdXV14qjloVAYc3NzQzcDVVUV6+trqFTG7yZvx+8PYH5+3uogetE0DZubGxNHF5dlGfPz9n3YnDDGsLW1hVxusg1LPR4P5ucXhu9azxh2d3exuzt+aw07kihhbn4O4fDwIH25XA5bm5uuBQQBASEEZ8+dHbmJdLFYwObmFqimubJt7vs3OzuLZDI5NF21WsHa2jo0VZ0o+ncmM410Jj20HdXrdayurkJVlInKIplKYWZmZqjdZrOJ1dXViUVwPB7HmTNnh7a5druN1dVVNJuNiexGIhGcOzdn7H3Yj6IoWFtbm3ingEAgiPn5eSPIZj+apmF9fW3inQJ8Pj/m5+cdG8baoZRia2tz4ujiXq8X8/MLCAQCA39njE28ldVhcK2Dbb7lLf8EQd/5q7bFGEO99SIPtnmI8L3zTgjxeBwLC4tDH+aA/kBaWlpCMBgamqYXfRPQ8yN3U5ckCYuL5xGNRl3b9fsDWFpaGiqgAN2rNjc3P7Kz7kWWZVy4cP1QAQXob+JnzpzB9PSMa7uSJGFp6cJQAWXanZ6extmz51zbFQUR1y0tjRRQgL5h88Liguv5RoQQLJ4/bwko0vMxiccTWFxcBBEGbybssGkIqMWFBeue9No1LYTDESxdtwRBFF3n+ezZc8hMZyyhM8huMBjE0tLSyPrYm+dMZhqzs7MjX3D8fj8uXLhgeWbckEwmMTc3P7LNybKMpaUlBALD600v0WgUi4vnhwooQBf058+fd2wJM45gMISlpaWhAgrQ29zCwqLrzcwBXUAtLS0NFVCA7lU7e/YcUqm0a7terxcXLlw/VEABej2fmZnB7OwZ13Y5nGvJqRJRn//857GwsACfz4dbb70V3/3ud486S66QZdn1LuqEECwsLDj2oBqGKIqYn19w7V2bm5t31blNkgcAmJ0947pzm59fGNmp2clkMgiF3HVCc3POt/dhogQApqamEI/FXdk9c/as1flY9ojuReq1H4lEMZVMuhI709MzCIVC3eMJcXxM+4AuTKYz067ym5xKIhyJDLArGp9uvmWfjLNnxnduBASx+BQSU07B15dn43uv14tz5+ZcibNgKITMdMZ2rsFlDJj1fd6VXZ/s7+u4h9UJQRB0uy7akcfjwdzc/Nh0MK5hfn5hpNiy52FhwX1bPnv23MgXHDsLC+7b3OzsLPz+4aLIztzcvKtrA4BUKnXoHqDjBgM9kA/ncDk1Iuqv/uqvcPfdd+Oee+7B97//fdx44424/fbbsbe3d9RZG0s6nXH9cAR0r0oymRqbLpVKu344AvqDOp3OjE03NTU18m24F93DM95uNBrt80CNEjuALqTGEQwEHW/8ozp4y+70eFEiyz7E4/EemyL0ZidYosT6HcD09DTIGPEpShKSKZv3jhAQiPqHSCAwzmETUslUEqI0WgATQdSH2nrtEgmECPoHhpgy8hyLx+GV/WOFyXQm3VcOXdtGnm11PBQOIRgKjbSre6GcAmpYGZtW/H6/K49qZro75DhO9AG68JuamhprN5VK971cjKrDoii6asvJZMq1IAH0NuemLScSCddiy2TaRdsIhyMjvb6D7br3LJ94mD4n6iA+nMPl1Iioz3zmM3j/+9+P973vfXj1q1+NL3zhCwgEAviTP/mTo87aWCYZRjOJxWIHkmY/eYlG92M3NlYo9uZ3UOre70Kh0NjOJWqza3WWZidsdcZOy7Isw+8bMQwBgmgk2pMnwZjLJPSIkm4KURQRGtO5RCORrqfJEDogBESQQIho/N21bXpmopHwUFFCQBAKBbtlZdkVdZvEC0K8xv+d5RGLDa8TBAQ+fxBe2esoW92GaVu0RJVd8JjlNwzJ40EoFDLOY7NtL2MY99JuNxYdKc4EIvTXYRd1wk29308ddtNO9/OMcHPMfp4RkUhkrBd6P3b9fv/Egu4kw0XUyeBUiKhOp4Mnn3wSly9ftr4TBAGXL1/GY4891pe+3W6jUqk4PkeFx+OZyFtkMmr+AgDHzvEHnZ9R85WuJj8+3xC7pndg0uOs3weXFTH+OL/r4vePLmPH72b+ejtj0t/Jy7JvpNhxDn0axxIRMDw7+t+i7Vxdu6OQvfbyN+0Sw1skWv/u5l/HJ3tHln+/99AUUpItv6Qvv6PqMAGBr0/EGqLJ4Ynqv4fj6oNXlh1eqN7zDqsT4+q9KIrDh8NH1GHZlp9h7KfNjcyPdW73c8gmOW6/Yug0iSjOyeBUiKhcTl9K3zu0k8lksLPTv9Lq3nvvRTQatT7nzrmfSHzQuJ1X1Mu4h+7VrDI8PNsHY7c3lXBQ+e1JN27YjQi9na2784y75/utE8OOM/MlCILLHNqP7dodKvzImHIaUv6C0O/tGXScy1J12p0kP27r3Qlsc9e6rh223VcKDHxO1EnhdNTICfnt3/5tlMtl67O+vn5kedlvjJRxcZIopfuKF8MYGxsPZv95Hn3cULuM6R/zv33HjS4LVR38OzP+OM7jJj9Dzstg5pN2PwMijExWDtSYP8EAaGBMNf62n8t53DCxoygdZ9kZdvWPZp3DbpMNuE4T8zxKTznpZUqt/Oqf/vy6LYdunqntb2r9v3s+53HD6Gs7jrrVUyds5x9nV1XV4XF7euqwHU3TxsaM2m9ctPF1+HDa8rjfhzGuLb+S4MN5J4NTIaKSySREUcTurjPWyO7u7sBJkLIsIxKJOD5HBWMM9fpkcZ8AoFodH19m0hg07u1OHoix2WyOFXW9dgd1Ob3fKYqCVrs52m61a5cB/ULHJnZM+5RSNMbcFzO/dpvMDKJnThw1O3jW7ZqrtdExh2o9v+viTDOEjv4B648LZR43LP5SrW4vJ2qz2zGETgeMqsaDuftwrtUaAwWAeZ56owpKqbMcGDVsDc9vtdYcKiwAoN1q9IkHBs0qX7OMe8XquDqsqSqazaZhzzQ8vE50y2F8ve89t5s67KadummXvdTr9bHBGPdjt9PpjBVf+7GradrE8bg4nMPmVIgor9eLm2++GY8++qj1HaUUjz76KC5dunSEOXNHNjv5CsJsdnygyWw2N7FdNwEsJw1y6faYQqE/cjrr+fTbHX+NhWLB4V2zOnv7p8d+oVCARoeLPgaGaqWCdrvdY1P35DDTo8M0h4AqlYpQlfbIQJPNVh21Ws1hk1leHar/Dc1hu1arodkaLPrMcylKG6VScYBd2rVt5Vs/qt1uo1ItOez0QjUNhYItoKolKE3btC+/qqqiWBx+78xz5XP5nvK12bbZNNNQSvUo4yPKl4E56qNDSNk+vXXOTaDJ/ID6OK4Ou2mnbtp7/zHjnyuFQn6s0NqP3WKxOLEnPJfLTZyXkwz3RJ0MToWIAoC7774bf/zHf4w//dM/xXPPPYdf//VfR71ex/ve976jztpYyuUyKpWy6/R7e3totUZ7XwCgXq9NFGG4WCy4eoNst9sD55oNQ9+OojA2naqq2NradG232Wy6eqAzxrDRM2Tb27HZH92dTgc729vj7YJhfX3devBbtiwvibMjVlUV29ujy80cEtzc3LK8O07Rp/V18pRSbG5uG98N7oRMu9vbu/qwU7dwDJtav23GsLGxNdJbZJ5vZ2cbnU5nSH41R34BYHNzE4zSofk1bWeze2g0TA+bs3ztNk0rW1tbUF0MfRULRUddH1Uf9OvbcdXmKtUKisXxdd0kn8+jXh/v4Wq1mhOFa6lUyq6ilnc6HWxtbbm2W6/XXb24mLsVuKXVah151PJrywDP574/nMPk1IioO+64A//5P/9nfOpTn8JNN92Ep59+Gg8//LCrOELHgZWVFVSr41cJ5vN5bG+7f+htbKy7eqiXy6WJ5obt7u64ejuuVqtYWVl2bVe/vvECptFo4MqVl12/uZYrZayvr41N32638fLLL430Qtmp12tYW10d6EGzoygKrrx8BUqnM1I46McytFtNLC8vW2/zwzp5TdOwvLyMdqvhyq7SaePKlStQFGWgTbswW1tbQ72m73U3TuxQTcPLL7/s8MwNyi9jDJubmyiXSmPzCwCUUawsL1tCqnvO/jLe3t5GIZ93ZZeBYWVl2dVLQzabnWgroPX1dZTLpbHpisUCNjbct7nt7S1XL0XVagUrKyuu7eZy2b6pEIOo1+tYXr7i2m6xWHQlpFqtFq5ceXnfewmeVLgn6mTA985zwXHZOw/Qg9+l05m+pb6NRgO7uzv7DscQi8WQTmf6lkqbb4CT7m9nEg5HkMlk+gLrdTodZLN7rt5aBxEIBDE9Pd23LYaiKMhms8jlsvty/ft8fszMTCPSE6NIVVXk83ns7e3u62Hu9cqYmZnui4elaRoKhQL2dnehapNv4Or1eJGZnkYsFnOsXKKUolQqYXdnB50JJ/ESEIiiiHQmg0Qi4QhpwRhDuVzCzs4uOu3Rw46DEAURqXQaU1NTffG7KpUydrZ30WxNPu+FEIJkMoVUKtW3bL9arWJ3Zwf1CfeUNEkmk0gmU31trl6vY3d3Z1/zewB9K6d0OtMXyqHZbGJvb3ffmyZHIhFkMtN926m0223s7e268voOIhgMYXp62orNZaK35ey+hvEBfYuomZnpvq2RVFVFLpfD3t7ukQ/jXeu989785p+DR3K/HdYwGGNQtSzfO+8Q4SLKBcdJRJl4vV54vTLMHeWvZgd1Ox6PB16vHpem3W7te9VPL5Ik2XZ+bx/YzuyiKMLn84MQAkXpWJ6Oq0UQBPh8fgiCAEVRJt64dhiEEPh8foiiCFVVXQ0BTWpX0zS0Ws0D63h8Pj8kSTpwu7Lsg8fjAaUUrVbzwDwNsizD4/GCMYZWa/yCBbccZpuTZR8YY+h02se+zdntHmSbE0URsuyDIAhQVQWt1sG0uYPgKESUJLnf33AYjDFoWp6LqEPE/T4BnGOFmxUw+0FRlAN7iNtRVRWqOvmqvXFomuZqzsikUErR2KfnYhSMsUNZYXRYdgEcmNDrpd1uHZg4ddptH1jHboe3ucO1q2naobS5k8pBDMVxH8nhw0UUh8PhcDjHCgY9JttB2OEcJqdmYjmHw+FwOBzOQcI9URwOh8PhHDP4cN7JgIsoDofD4XCOHQex0IKLqMOGiygOh8PhcI4bBxHjiXuiDh0+J4rD4XA4HA5nH3BPFIfD4XA4x4rRuwBMYoVzuHARxeFwOBzOsYPPiToJ8OE8DofD4XA4nH3APVEcDofD4Rw3DmRSOPdEHTZcRHE4HA6Hc8w4mPlMXEQdNnw4j8PhcDicY0ImkzH+dXACKBwOH5gtjhMuojgcDofDOSYsLS0BILj6ieXm/nsCF1GHCBdRHA6Hw+EcI9bWVqGLoKvxRunH1mqVg8gSZwhcRHE4HA6Hc4w4d+4cdG+Uhv0JKQaA4o/+6I8QDAYPNG8cJ4TxHQrHUqlUEI1GIQgeEEKOOjscDofDuYYwxkCpgnK5jEgkck3OWS6XEYvFoPs6JvV3UAAUiqJAkvj6scOEe6I4HA6HwzlmRKNR3HfffdAF0SS+Dt0L9dBDD3EBdQ3gnigXcE8Uh8PhnF6OwhMFAJ1OB7IsYzJvlAYAoFTj/dU1gHuiOBwOh8M5hni9Xnz5y1+Ge2+UPhn9iSe+xwXUNYJ7olzAPVEcDodzejkqT5R5bkEQoE80F8ek1oxjDmLfPY4buCeKw+FwOJxjCiEE//iP/4jxIQ/031dWlq9NxjgAuCfKFdwTxeFwOKeXo/REmRBi+jwGeaP0yeQA90Jda7gnisPhcDicY84LLzyP4d4o/ftCIX9tM8XhIorD4XA4nOPOhQsXMHg7GNMLJSAej1/zfJ12uIjicDgcDucEsLe3C/vQnY7umWq1GkeRpVMPj8TF4XA4HM4JIJVKQfd9UOheKQCgeOCBB4x4UpxrDZ9Y7gI+sZzD4XBOL8dhYrlJs9lEIBBAdyCJglLK+6Yjgg/ncTgcDodzQvD7/fjiF78Ic3+8b37zm1xAHSHcE+UCcyNIQiReWTkcDueUwRgDYypKpRKi0ehRZweaphn74hEe0uCI4XOiXFCtVgEAjKngkpPD4XBOJ9Vq9ViIKFEUwf0fxwPuiXIBpRRbW1sIh8PHyhNVqVRw7tw5rK+vH/k4/VHDy6ILL4suvCy68LLoMmlZMMZQrVYxOztrbMHC4ehwT5QLBEHA2bNnjzobQ4lEIqf+oWjCy6ILL4suvCy68LLoMklZHAcPFOf4wSU1h8PhcDgczj7gIorD4XA4HA5nH3ARdYKRZRn33HMPD7IGXhZ2eFl04WXRhZdFF14WnIOCTyzncDgcDofD2QfcE8XhcDgcDoezD7iI4nA4HA6Hw9kHXERxOBwOh8Ph7AMuok4on//857GwsACfz4dbb70V3/3ud486S1fNt771Lfyzf/bPMDs7C0IIHnzwQcfvjDF86lOfwszMDPx+Py5fvowXX3zRkaZQKOA973kPIpEIYrEYfu3Xfg21Ws2R5oc//CHe8pa3wOfz4dy5c/i93/u9w760ibj33nvxhje8AeFwGOl0Gu9617vw/PPPO9K0Wi3ceeedmJqaQigUwi//8i9jd3fXkWZtbQ3vfOc7EQgEkE6n8dGPfhSqqjrSfOMb38DrX/96yLKMpaUlfOlLXzrsy5uI+++/H6997WuteD6XLl3C3/zN31i/n5ZyGMSnP/1pEELw4Q9/2PrutJTHf/gP/wGEEMfnhhtusH4/LeXAOQYwzonjgQceYF6vl/3Jn/wJ+9GPfsTe//73s1gsxnZ3d486a1fFV7/6Vfbv//2/Z//rf/0vBoB95Stfcfz+6U9/mkWjUfbggw+yH/zgB+yf//N/zhYXF1mz2bTS/OIv/iK78cYb2Xe+8x3293//92xpaYm9+93vtn4vl8ssk8mw97znPezZZ59lf/mXf8n8fj/77//9v1+ryxzL7bffzr74xS+yZ599lj399NPsHe94B5ubm2O1Ws1K88EPfpCdO3eOPfroo+yJJ55gP/MzP8Pe9KY3Wb+rqspe85rXsMuXL7OnnnqKffWrX2XJZJL99m//tpXmypUrLBAIsLvvvpv9+Mc/Zp/73OeYKIrs4YcfvqbXO4r/83/+D/t//+//sRdeeIE9//zz7BOf+ATzeDzs2WefZYydnnLo5bvf/S5bWFhgr33ta9mHPvQh6/vTUh733HMP+6mf+im2vb1tfbLZrPX7aSkHztHDRdQJ5I1vfCO78847rf9rmsZmZ2fZvffee4S5Olh6RRSllE1PT7Pf//3ft74rlUpMlmX2l3/5l4wxxn784x8zAOx73/ueleZv/uZvGCGEbW5uMsYY+2//7b+xeDzO2u22lea3fuu32MWLFw/5ivbP3t4eA8C++c1vMsb06/Z4POyv//qvrTTPPfccA8Aee+wxxpguSAVBYDs7O1aa+++/n0UiEevaP/axj7Gf+qmfcpzrjjvuYLfffvthX9JVEY/H2f/4H//j1JZDtVplFy5cYI888gh761vfaomo01Qe99xzD7vxxhsH/naayoFz9PDhvBNGp9PBk08+icuXL1vfCYKAy5cv47HHHjvCnB0uy8vL2NnZcVx3NBrFrbfeal33Y489hlgshltuucVKc/nyZQiCgMcff9xK83M/93Pwer1Wmttvvx3PP/88isXiNbqaySiXywCARCIBAHjyySehKIqjLG644QbMzc05yuKnf/qnkclkrDS33347KpUKfvSjH1lp7DbMNMe1HmmahgceeAD1eh2XLl06teVw55134p3vfGdfnk9bebz44ouYnZ3F+fPn8Z73vAdra2sATl85cI4WLqJOGLlcDpqmORo/AGQyGezs7BxRrg4f89pGXffOzg7S6bTjd0mSkEgkHGkG2bCf4zhBKcWHP/xh/OzP/ixe85rXANDz6fV6EYvFHGl7y2LcdQ5LU6lU0Gw2D+Ny9sUzzzyDUCgEWZbxwQ9+EF/5ylfw6le/+tSVAwA88MAD+P73v497772377fTVB633norvvSlL+Hhhx/G/fffj+XlZbzlLW9BtVo9VeXAOXr4BsQczjHmzjvvxLPPPot/+Id/OOqsHBkXL17E008/jXK5jC9/+ct473vfi29+85tHna1rzvr6Oj70oQ/hkUcegc/nO+rsHClvf/vbrX+/9rWvxa233or5+Xn8z//5P+H3+48wZ5zTBvdEnTCSySREUexbabK7u4vp6ekjytXhY17bqOuenp7G3t6e43dVVVEoFBxpBtmwn+O4cNddd+Ghhx7C17/+dZw9e9b6fnp6Gp1OB6VSyZG+tyzGXeewNJFI5Fh1RF6vF0tLS7j55ptx77334sYbb8Qf/MEfnLpyePLJJ7G3t4fXv/71kCQJkiThm9/8Ju677z5IkoRMJnOqysNOLBbD9ddfj5deeunU1QvO0cJF1AnD6/Xi5ptvxqOPPmp9RynFo48+ikuXLh1hzg6XxcVFTE9PO667Uqng8ccft6770qVLKJVKePLJJ600X/va10Apxa233mql+da3vgVFUaw0jzzyCC5evIh4PH6NrmY0jDHcdddd+MpXvoKvfe1rWFxcdPx+8803w+PxOMri+eefx9ramqMsnnnmGYeofOSRRxCJRPDqV7/aSmO3YaY57vWIUop2u33qyuG2227DM888g6efftr63HLLLXjPe95j/fs0lYedWq2Gl19+GTMzM6euXnCOmKOe2c6ZnAceeIDJssy+9KUvsR//+MfsAx/4AIvFYo6VJieRarXKnnrqKfbUU08xAOwzn/kMe+qpp9jq6ipjTA9xEIvF2P/+3/+b/fCHP2S/9Eu/NDDEwete9zr2+OOPs3/4h39gFy5ccIQ4KJVKLJPJsH/1r/4Ve/bZZ9kDDzzAAoHAsQpx8Ou//ussGo2yb3zjG44l3I1Gw0rzwQ9+kM3NzbGvfe1r7IknnmCXLl1ily5dsn43l3D/wi/8Anv66afZww8/zFKp1MAl3B/96EfZc889xz7/+c8fuyXcH//4x9k3v/lNtry8zH74wx+yj3/844wQwv72b/+WMXZ6ymEY9tV5jJ2e8vjIRz7CvvGNb7Dl5WX2j//4j+zy5cssmUyyvb09xtjpKQfO0cNF1Anlc5/7HJubm2Ner5e98Y1vZN/5zneOOktXzde//nUGoO/z3ve+lzGmhzn45Cc/yTKZDJNlmd12223s+eefd9jI5/Ps3e9+NwuFQiwSibD3ve99rFqtOtL84Ac/YG9+85uZLMvszJkz7NOf/vS1ukRXDCoDAOyLX/yilabZbLLf+I3fYPF4nAUCAfYv/sW/YNvb2w47Kysr7O1vfzvz+/0smUyyj3zkI0xRFEear3/96+ymm25iXq+XnT9/3nGO48Cv/uqvsvn5eeb1elkqlWK33XabJaAYOz3lMIxeEXVayuOOO+5gMzMzzOv1sjNnzrA77riDvfTSS9bvp6UcOEcPYYyxo/GBcTgcDofD4Zxc+JwoDofD4XA4nH3ARRSHw+FwOBzOPuAiisPhcDgcDmcfcBHF4XA4HA6Hsw+4iOJwOBwOh8PZB1xEcTgcDofD4ewDLqI4HA6Hw+Fw9gEXURwOh8PhcDj7gIsoDofD4XA4nH3ARRSHw+FwOBzOPuAiisPhcDgcDmcfcBHF4XAGks1mMT09jf/0n/6T9d23v/1teL1ePProo0eYMw6Hwzke8A2IORzOUL761a/iXe96F7797W/j4sWLuOmmm/BLv/RL+MxnPnPUWeNwOJwjh4soDoczkjvvvBN/93d/h1tuuQXPPPMMvve970GW5aPOFofD4Rw5XERxOJyRNJtNvOY1r8H6+jqefPJJ/PRP//RRZ4nD4XCOBXxOFIfDGcnLL7+Mra0tUEqxsrJy1NnhcDicYwP3RHE4nKF0Oh288Y1vxE033YSLFy/is5/9LJ555hmk0+mjzhqHw+EcOVxEcTicoXz0ox/Fl7/8ZfzgBz9AKBTCW9/6VkSjUTz00ENHnTUOh8M5cvhwHofDGcg3vvENfPazn8Wf/dmfIRKJQBAE/Nmf/Rn+/u//Hvfff/9RZ4/D4XCOHO6J4nA4HA6Hw9kH3BPF4XA4HA6Hsw+4iOJwOBwOh8PZB1xEcTgcDofD4ewDLqI4HA6Hw+Fw9gEXURwOh8PhcDj7gIsoDofD4XA4nH3ARRSHw+FwOBzOPuAiisPhcDgcDmcfcBHF4XA4HA6Hsw+4iOJwOBwOh8PZB1xEcTgcDofD4ewDLqI4HA6Hw+Fw9sH/D21h+7bX32zIAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data.plot_field(field_monitor_name=\"field\", field_name=\"E\", val=\"abs^2\")\n",
    "plt.show()\n"
   ]
  },
  {
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