{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c0a346d3",
   "metadata": {},
   "source": [
    "# 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\" width=600  alt=\"Schematic of the dielectric metasurface absorber\">\n",
    "\n",
    "In Tidy3D's example library, we have demonstrated a [gradient metasurface reflector](https://www.flexcompute.com/tidy3d/examples/notebooks/GradientMetasurfaceReflector/), a [metalens at the visible frequency](https://www.flexcompute.com/tidy3d/examples/notebooks/Metalens/), and a [graphene metamaterial absorber](https://www.flexcompute.com/tidy3d/examples/notebooks/GrapheneMetamaterial/). In addition, we also investigated a [frequency selected surface](https://www.flexcompute.com/tidy3d/examples/notebooks/MicrowaveFrequencySelectiveSurface/) for the microwave frequency range. \n",
    "\n",
    "If you are new to the finite-difference time-domain (FDTD) method, we highly recommend going through our [FDTD101](https://www.flexcompute.com/fdtd101/) tutorials. FDTD simulations can diverge due to various reasons. If you run into any simulation divergence issues, please follow the steps outlined in our [troubleshooting guide](https://www.flexcompute.com/tidy3d/examples/notebooks/DivergedFDTDSimulation/) to resolve it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5df86207",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:24.622480Z",
     "iopub.status.busy": "2025-05-15T10:48:24.622331Z",
     "iopub.status.idle": "2025-05-15T10:48:26.492506Z",
     "shell.execute_reply": "2025-05-15T10:48:26.492163Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "import tidy3d.web as web"
   ]
  },
  {
   "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": "2025-05-15T10:48:26.494425Z",
     "iopub.status.busy": "2025-05-15T10:48:26.494176Z",
     "iopub.status.idle": "2025-05-15T10:48:26.496542Z",
     "shell.execute_reply": "2025-05-15T10:48:26.496208Z"
    }
   },
   "outputs": [],
   "source": [
    "THz = 1e12  # conversion factor from Hz to THz\n",
    "freqs = np.linspace(0.4 * THz, 0.8 * THz, 100)  # frequency 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"
   ]
  },
  {
   "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](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_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](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Medium.html). Note that this is only strictly accurate at the specified frequency. To ensure it's accurate at all frequencies, one needs to perform a [dispersive material fitting](https://www.flexcompute.com/tidy3d/examples/notebooks/Fitting/) procedure. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "3e20c93d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:26.498168Z",
     "iopub.status.busy": "2025-05-15T10:48:26.497775Z",
     "iopub.status.idle": "2025-05-15T10:48:26.500963Z",
     "shell.execute_reply": "2025-05-15T10:48:26.500601Z"
    }
   },
   "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"
   ]
  },
  {
   "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": "2025-05-15T10:48:26.502231Z",
     "iopub.status.busy": "2025-05-15T10:48:26.502083Z",
     "iopub.status.idle": "2025-05-15T10:48:26.504257Z",
     "shell.execute_reply": "2025-05-15T10:48:26.503899Z"
    }
   },
   "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"
   ]
  },
  {
   "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": "2025-05-15T10:48:26.505739Z",
     "iopub.status.busy": "2025-05-15T10:48:26.505515Z",
     "iopub.status.idle": "2025-05-15T10:48:26.508687Z",
     "shell.execute_reply": "2025-05-15T10:48:26.508309Z"
    }
   },
   "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",
    ")"
   ]
  },
  {
   "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": "2025-05-15T10:48:26.510176Z",
     "iopub.status.busy": "2025-05-15T10:48:26.509927Z",
     "iopub.status.idle": "2025-05-15T10:48:26.513611Z",
     "shell.execute_reply": "2025-05-15T10:48:26.513310Z"
    }
   },
   "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(center=[0, 0, 0.4 * Lz], size=[td.inf, td.inf, 0], freqs=freqs, name=\"R\")\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",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1bb21be",
   "metadata": {},
   "source": [
    "Set up the Simulation object. Using an [automatic nonuniform grid](https://www.flexcompute.com/tidy3d/examples/notebooks/AutoGrid/) is the most efficient and convenient. We set `min_steps_per_wvl=40` to ensure it resolves the structure well."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "203327e8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:26.514778Z",
     "iopub.status.busy": "2025-05-15T10:48:26.514571Z",
     "iopub.status.idle": "2025-05-15T10:48:26.523927Z",
     "shell.execute_reply": "2025-05-15T10:48:26.523425Z"
    }
   },
   "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"
   ]
  },
  {
   "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": "2025-05-15T10:48:26.525352Z",
     "iopub.status.busy": "2025-05-15T10:48:26.525211Z",
     "iopub.status.idle": "2025-05-15T10:48:26.620715Z",
     "shell.execute_reply": "2025-05-15T10:48:26.620381Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim.sources[0].source_time.plot_spectrum(times=np.linspace(0, sim.run_time, 2000), val=\"abs\")\n",
    "plt.show()"
   ]
  },
  {
   "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": "2025-05-15T10:48:26.621907Z",
     "iopub.status.busy": "2025-05-15T10:48:26.621763Z",
     "iopub.status.idle": "2025-05-15T10:48:26.960700Z",
     "shell.execute_reply": "2025-05-15T10:48:26.960291Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "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)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7823f7e1",
   "metadata": {},
   "source": [
    "To have a better visualization, we can also plot the simulation in 3D."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "50468ac4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:26.962030Z",
     "iopub.status.busy": "2025-05-15T10:48:26.961907Z",
     "iopub.status.idle": "2025-05-15T10:48:26.968605Z",
     "shell.execute_reply": "2025-05-15T10:48:26.968250Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"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\" ></div>\n",
       "    <script>\n",
       "        \n",
       "        /**\n",
       "        * Simulation Viewer Injector\n",
       "        *\n",
       "        * Monitors the document for elements being added in the form:\n",
       "        *\n",
       "        *    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"{...}\" />\n",
       "        *\n",
       "        * This script will then inject an iframe to the viewer application, and pass it the simulation data\n",
       "        * via the postMessage API on request. The script may be safely included multiple times, with only the\n",
       "        * configuration of the first started script (e.g. viewer URL) applying.\n",
       "        *\n",
       "        */\n",
       "        (function() {\n",
       "            const TARGET_CLASS = \"simulation-viewer\";\n",
       "            const ACTIVE_CLASS = \"simulation-viewer-active\";\n",
       "            const VIEWER_URL = \"https://tidy3d.simulation.cloud/simulation-viewer\";\n",
       "\n",
       "            class SimulationViewerInjector {\n",
       "                constructor() {\n",
       "                    for (var node of document.getElementsByClassName(TARGET_CLASS)) {\n",
       "                        this.injectViewer(node);\n",
       "                    }\n",
       "\n",
       "                    // Monitor for newly added nodes to the DOM\n",
       "                    this.observer = new MutationObserver(this.onMutations.bind(this));\n",
       "                    this.observer.observe(document.body, {childList: true, subtree: true});\n",
       "                }\n",
       "\n",
       "                onMutations(mutations) {\n",
       "                    for (var mutation of mutations) {\n",
       "                        if (mutation.type === 'childList') {\n",
       "                            /**\n",
       "                            * Have found that adding the element does not reliably trigger the mutation observer.\n",
       "                            * It may be the case that setting content with innerHTML does not trigger.\n",
       "                            *\n",
       "                            * It seems to be sufficient to re-scan the document for un-activated viewers\n",
       "                            * whenever an event occurs, as Jupyter triggers multiple events on cell evaluation.\n",
       "                            */\n",
       "                            var viewers = document.getElementsByClassName(TARGET_CLASS);\n",
       "                            for (var node of viewers) {\n",
       "                                this.injectViewer(node);\n",
       "                            }\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "\n",
       "                injectViewer(node) {\n",
       "                    // (re-)check that this is a valid simulation container and has not already been injected\n",
       "                    if (node.classList.contains(TARGET_CLASS) && !node.classList.contains(ACTIVE_CLASS)) {\n",
       "                        // Mark node as injected, to prevent re-runs\n",
       "                        node.classList.add(ACTIVE_CLASS);\n",
       "\n",
       "                        var uuid;\n",
       "                        if (window.crypto && window.crypto.randomUUID) {\n",
       "                            uuid = window.crypto.randomUUID();\n",
       "                        } else {\n",
       "                            uuid = \"\" + Math.random();\n",
       "                        }\n",
       "\n",
       "                        var frame = document.createElement(\"iframe\");\n",
       "                        frame.width = node.dataset.width || 800;\n",
       "                        frame.height = node.dataset.height || 800;\n",
       "                        frame.style.cssText = `width:${frame.width}px;height:${frame.height}px;max-width:none;border:0;display:block`\n",
       "                        frame.src = VIEWER_URL + \"?uuid=\" + uuid;\n",
       "\n",
       "                        var postMessageToViewer;\n",
       "                        postMessageToViewer = event => {\n",
       "                            if(event.data.type === 'viewer' && event.data.uuid===uuid){\n",
       "                                frame.contentWindow.postMessage({ type: 'jupyter', uuid, value: node.dataset.simulation, fileType: 'hdf5'}, '*');\n",
       "\n",
       "                                // Run once only\n",
       "                                window.removeEventListener('message', postMessageToViewer);\n",
       "                            }\n",
       "                        };\n",
       "                        window.addEventListener(\n",
       "                            'message',\n",
       "                            postMessageToViewer,\n",
       "                            false\n",
       "                        );\n",
       "\n",
       "                        node.appendChild(frame);\n",
       "                    }\n",
       "                }\n",
       "            }\n",
       "\n",
       "            if (!window.simulationViewerInjector) {\n",
       "                window.simulationViewerInjector = new SimulationViewerInjector();\n",
       "            }\n",
       "        })();\n",
       "    \n",
       "    </script>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim.plot_3d()"
   ]
  },
  {
   "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": 11,
   "id": "b6ee89fa",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:26.969882Z",
     "iopub.status.busy": "2025-05-15T10:48:26.969767Z",
     "iopub.status.idle": "2025-05-15T10:48:32.705117Z",
     "shell.execute_reply": "2025-05-15T10:48:32.704855Z"
    }
   },
   "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\">20:00:13 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'all_dielectric_metasurface_absorber'</span> with task_id   \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:00:13 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'all_dielectric_metasurface_absorber'\u001b[0m with task_id   \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>View task using web UI at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0b</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">ec-43d4-92b2-6ba9ea753157'</span></a>.                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=427982;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=714547;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=427982;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=230601;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=427982;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[32m-cd88a88e-0b\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=427982;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[32mec-43d4-92b2-6ba9ea753157'\u001b[0m\u001b]8;;\u001b\\.                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=424528;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e03917e3835549a2b17ba160ccc698f8",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:00:15 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.025</span>. Minimum cost depends on task      \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the billed \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>FlexCredit cost after a simulation run.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:00:15 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task      \n",
       "\u001b[2;36m              \u001b[0mexecution details. 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 \n",
       "\u001b[2;36m              \u001b[0mFlexCredit cost after a simulation run.                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:00:16 CEST </span>status = queued                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:00:16 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                   \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or             \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI.     \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Terminating the Python script will not stop the job running on the\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>cloud.                                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or             \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.     \n",
       "\u001b[2;36m              \u001b[0mTerminating the Python script will not stop the job running on the\n",
       "\u001b[2;36m              \u001b[0mcloud.                                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bfef3459f6c54dc2b8d247621818e5b6",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:01:58 CEST </span>starting up solver                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:01:58 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>running solver                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b471815cbf6444738b41c60dda121b30",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:02:02 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">64</span>%, exiting.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:02:02 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m64\u001b[0m%, exiting.                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>status = postprocess                                              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "04c7d223fce844888ed2c4b92c3f8f58",
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       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:02:04 CEST </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:02:04 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:02:06 CEST </span>View simulation result at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0b</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">ec-43d4-92b2-6ba9ea753157'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:02:06 CEST\u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=451100;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=867273;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=451100;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=12190;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=451100;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[4;34m-cd88a88e-0b\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=451100;https://tidy3d.simulation.cloud/workbench?taskId=fdve-cd88a88e-0bec-43d4-92b2-6ba9ea753157\u001b\\\u001b[4;34mec-43d4-92b2-6ba9ea753157'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "71301de770d14412ab9c9e88f0e56430",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:02:08 CEST </span>loading simulation from data/simulation.hdf5                      \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:02:08 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/simulation.hdf5                      \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(\n",
    "    sim, task_name=\"all_dielectric_metasurface_absorber\", path=\"data/simulation.hdf5\"\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": 12,
   "id": "02da97fc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:32.722823Z",
     "iopub.status.busy": "2025-05-15T10:48:32.722747Z",
     "iopub.status.idle": "2025-05-15T10:48:32.770726Z",
     "shell.execute_reply": "2025-05-15T10:48:32.770496Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "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()"
   ]
  },
  {
   "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": 13,
   "id": "99c05d37",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:32.771838Z",
     "iopub.status.busy": "2025-05-15T10:48:32.771716Z",
     "iopub.status.idle": "2025-05-15T10:48:32.907449Z",
     "shell.execute_reply": "2025-05-15T10:48:32.907219Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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uukgzl9SbQM5zOBxiyJAhQlEUMXLkSPHKK6+I+fPni7vvvls0adJEc1+PPvqoACCuuuoq8dxzz4lXXnlFjB07Vjz00EPuPH/+85+FoijiiSeeEO+88447gozePFFX22VmZor58+eLGTNmiISEBNGuXTvNXFrXPFGj9vXHqVOnROPGjUXbtm3F888/L1544QXRs2dP0b17d5/6zJs3TwAQDzzwgFi+fLn44IMP/JbtomvXrgKA6Ny5c0D5A2XhwoUCgLj11lvFa6+9JsaOHSsAiL/97W+afK528J6DO3z4cPcc0L///e/iqquuEjExMWLz5s2afPn5+cJqtWoiFsXFxQU813XKlCmiVatWPvMzAYj4+HgxePBgsWjRIvHoo4+K5ORkkZKSIi699FKxfPlyIfx8h1z35e1dbtQfunbtKm6//faA6kyiFwrResaRI0fE2LFjRfPmzYXVahUXX3yxmDx5sk+wBT0hKpxTWjp16iRiY2NFWlqauOeeezQC4scffxR33nmnuOSSS0RcXJxo0qSJuO6668Tnn3/uzrN+/Xpx0003iYyMDGGxWERGRoYYNWqU+P777/3WPdDzbDabeOaZZ8Tll18urFaraNy4sejVq5d4/PHHfSbrv/7666Jnz57ufP379xfr1q1zHy8oKBBDhw4VjRo1CijYwsqVK93lNWnSxG+wBW8CEaJCCPHll1+KK6+8UsTHx4uMjAzx4IMPik8//dSnPufOnRO33XabSE1NrTbYgoxL+D711FMB5a8JS5YsER07dhQWi0Vccskl4sUXX/QRVkZCtKysTPz1r38V6enpwmq1ij59+oi1a9fqXmfr1q3iqquuEnFxcaJ58+Zi8uTJoqSkJKA67tq1yx0sQQaAyM3NFcOHDxfx8fGiZcuWYsGCBWLx4sUiISFB3HXXXUKESIgeOHBAANB8b8iFiSLCYecghISNl156CQ888AB++uknHw/TC4UBAwYgIyMDb731ljtNURTMnj0bjz32WNivP3XqVGzZsgX5+fn0zr3A4ZgoIQ0IIQT++c9/on///hesAAWAp556CitXrozYUmj/+Mc/8OSTT1KAEk5xIaQhUFpaig8++AAbN27Ed999h/fffz/SVYoomZmZhvNaw03Tpk1rtGwbiW4oRAlpAJw8eRK33XYbUlNT8fDDD+PGG2+MdJUIIQA4JkoIIYQECcdECSGEkCChECWEEEKChGOidYiqqjh+/DgaNWpErz5CLgCEEDh79iwyMjL8Lt5AGi4UonXI8ePH602AdUJI3fHzzz/joosuinQ1fLjnnpuwc+ch5OXtRUwMxUEwsNXqkEaNGjn3zAAC0UTp80VI/SRQS5IA4JC++/WHvXv3YunStWjRojH++c+H8Kc/PRfAWcQbeufWISUlJc41C2OgBPAlFBSihNRLAvn+wv0drkRxcTGSk5PDXq+aMGTIlejQ4SJcc0033Hffy/jhhyPupfFI4NBITwghFxgbNmzAtm178cjMMfjDzf3Q/uKWeO75eyNdrQYJhSghhFxAqKqKv/71bjw0YzSaNk2Boih45pm78fxzK1FQUBDp6jU4KETrMUoD+SMklES6P0d7n1++fDlOnSrGlCk3u9Ouuqorfve73pg9e1JE69YQoRAlhJALhPLycjzyyF/xxBMTEB9v1Rx7au4kvPnmpzhw4EDE6tcQoRAlhJALhJdenoqmTZNx2+hsn2MdOlyECROG4sEH74pI3RoqFKKEEHIB8Ouvv2LuU2/j6Wf+ZBj4YeajY7FlyzfYvHlzndevoUIhSgghFwBznrgbWVldMWBAL8M8zZun4sHpo/DXaXdDVdU6rV9DhUKUEEKinB9//BFL/v4B5j5dvePQfffdgv8dP4V///vfdVK3hg6FKCGERDkzZtyFUaMGoFu3i6vNm5AQhzlzJmDGjAdQUVFRJ/VryFCIEkJIFLNjxw6sWZOHxx4fH/A5t4/5HZKTE/DKggfCWrdogEKUEEKiFCEE/vLXiZj6wHC0atU84PPMZjOefuZuPPW3t3HmzJmw1rGhQyFKCCFRygcffIBDB49i2rSRNT534MA+6N27I5782z1hqVu0wAD0dUhNA9BfiDDofsODfdmYSAagr6ysRNeuF2PKvTfjnnuGBVXGN9/8B9dcPQX79x9Eu3btQl7HaICaKCGERCFLljwIIYC77roh6DK6d78Uw4f/Fg8/XPMADAsXLkS7du0QFxeHzMxM7NixwzDvvn37cMstt6Bdu3ZQFAXz58/3yTN37lz06dMHjRo1QosWLTBs2DAcOnSoxvUKNRSihBASZdjtdjz++FI89dRExMbWbtnoOU9MwPvvf4m9e/cGfM7KlSuRm5uL2bNnY9euXejevTtycnJw4sQJ3fznz5/HxRdfjKeffhrp6em6eTZv3ozJkyfjq6++wrp162C32zFw4ECUlpYGfW+hgObcOoTm3OqhObfhwb5sTKTMuaWlpUhKSsLJUx+gcePaLwjeo/udmDdvIQYPHhxQ/szMTPTp0wcLFiwAnCvHtG7dGvfeey8eeughv+e2a9cOU6dOxdSpU/3mO3nyJFq0aIHNmzejX79+Nbib0EJNlBBCohVVDc1Wg3dbm82G/Px8ZGd74vOaTCZkZ2cjLy8vZLdWXFwMAGjSpEnIygyG2un5hBBCLgjsdjtKSko0aVarFVardjWYU6dOweFwIC0tTZOelpaGgwcPhqQuqqpi6tSpuPrqq9G1a9eQlBks1EQJISRaCZUmCoGVK1ciJSVFs82dOzcitzV58mTs3bsXK1asiMj1ZaiJEkJItOIWgrVnxIgRWLRokSbNWwsFgGbNmsFsNqOwsFCTXlhYaOg0VBOmTJmCNWvWYMuWLbjoootqXV5toSZKCCHRihCh2QDExsYiOTlZs+kJUYvFgl69emH9+vXuNFVVsX79emRlZdXiVgSmTJmC9957Dxs2bED79u2DLiuUUBMl9YpgPT3p1Vt76GVLQkVubi7GjRuH3r17o2/fvpg/fz5KS0sxfnxV/N6xY8eiVatWbnOwzWbD/v373fvHjh3Dnj17kJSUhEsvvRRwmnCXL1+O999/H40aNUJBQQEAICUlBfHx8RG7VwpRQgiJVkJlzq3hTMgRI0bg5MmTmDVrFgoKCtCjRw+sXbvW7Wx09OhRzcLgx48fR8+ePd2fn3vuOTz33HPo378/Nm3aBABuU/Jvf/tbzbXeeOMN3HHHHbW6vdpAIUoIIdGKKkI2JlpTpkyZgilTpugecwlGF+3atUN1IQvqa0gDClFCCIlWROgci4g+dCwihBBCgoSaKCGERCsRGhO9kKAQJYSQaCWE80SJPhSihBASpShChSIoRMMJx0QJIYSQIKEmSggh0QrHRMMOhWhEUACF0WF0CfLLykhHHuo88hD7sjGR7l6qqNpI2Kh35ty5c+eiT58+aNSoEVq0aIFhw4bh0KFDmjzl5eWYPHkymjZtiqSkJNxyyy0+wY6PHj2KoUOHIiEhAS1atMC0adNQWVnp99qnT5/G6NGjkZycjNTUVEyYMAHnzp3T5Pn2229x7bXXIi4uDq1bt8a8efNCePeEEEIaEvVOiG7evBmTJ0/GV199hXXr1sFut2PgwIEoLS1153nggQfw4YcfYtWqVdi8eTOOHz+Om2++2X3c4XBg6NChsNls2LZtG/71r39h6dKlmDVrlt9rjx49Gvv27cO6devcqwRMmjTJfbykpAQDBw5E27ZtkZ+fj2effRaPPfYYlixZEqbWIISQWhCypdCIEYqor7GUnJw8eRItWrTA5s2b0a9fPxQXF6N58+ZYvnw5br31VgDAwYMH0blzZ+Tl5eHKK6/EJ598ghtuuAHHjx93x2pcvHgxpk+fjpMnT8Jisfhc58CBA+jSpQu+/vpr9O7dGwCwdu1aDBkyBL/88gsyMjKwaNEiPPLIIygoKHCX8dBDD2H16tUBLTZbUlKClJQUALFQaALTp467I825obgg+7IRVT+vdhQXFyM5ObnOrltaWoqkpCSc+m4JGqcm1rq87tnTMe/FJRg8eHBI6hdN1DtN1Jvi4mIAQJMmTQAA+fn5sNvtyM7Odufp1KkT2rRpg7y8PABAXl4eunXrpllZPScnByUlJdi3b5/udfLy8pCamuoWoACQnZ0Nk8mE7du3u/P069dPI4RzcnJw6NAhnDlzJuT3TgghtUKoodmIIfXasUhVVUydOhVXX301unbtCgBuLTA1NVWTNy0tzb00TkFBgUaAuo67julRUFCAFi1aaNJiYmLQpEkTTbnea9jJ5TZu3FhzrKKiAhUVFe7PJSUlNWwBQggh9Zl6rYlOnjwZe/fuxYoVKyJdlaCYO3cuUlJS3Fvr1q0jXSVCyIWE4JhouKm3QnTKlClYs2YNNm7ciIsuusidnp6eDpvNhqKiIk3+wsJCpKenu/N4e+u6PrvyeJOeno4TJ05o0iorK3H69Omgy50xYwaKi4vd288//1yjNiCEkFrhmuJS2y36XAdCRr0TokIITJkyBe+99x42bNjgYz7t1asXYmNjsX79enfaoUOHcPToUWRlZQEAsrKy8N1332mE4rp165CcnIwuXbroXjcrKwtFRUXIz893p23YsAGqqiIzM9OdZ8uWLbDb7ZpyO3bs6GPKBQCr1Yrk5GTNRgghdUbIvHMpRY2od0J08uTJePvtt7F8+XI0atQIBQUFKCgoQFlZGQAgJSUFEyZMQG5uLjZu3Ij8/HyMHz8eWVlZuPLKKwEAAwcORJcuXTBmzBh88803+PTTTzFz5kxMnjwZVqsVALBjxw506tQJx44dAwB07twZgwYNwsSJE7Fjxw58+eWXmDJlCkaOHImMjAwAwG233QaLxYIJEyZg3759WLlyJV566SXk5uaGqTVMUbhVg6LUfqsBSpB/dUGd1a1O2jvS/a6O+zG5YKh3jkWLFi0CAPz2t7/VpL/xxhu44447AAAvvvgiTCYTbrnlFlRUVCAnJwevvvqqO6/ZbMaaNWtwzz33ICsrC4mJiRg3bhzmzJnjznP+/HkcOnRIo1UuW7YMU6ZMwYABA9zlv/zyy+7jKSkp+OyzzzB58mT06tULzZo1w6xZszRzSQkhpN7AMc2wU+/niUYTNZ8nGo1vvHXwha6DLl0X80vrbL5nnczzjLa+HFg/jvQ80V+3v4jGKbWfJ3rF7x/DvJf+wXmiOtQ7TZQQQkiIEILB48NMtL0eEkIIIXUGNVFCCIlWOCYadihECSEkWlFFiNYTDUVlohOacwkhhJAgoSZKCCHRigjVotxURY2gECWEkGiFY6Jhh0I0IpiAMM8BrPM1JQPG7PdoSOZfKqEYA/Jfj3rTviGZ41m7UZ160xZBEHx/C7TNIqzBhUqIUhE1hGOihBBCSJBQEyWEkGiFwRbCDoUoIYREKyEbE6UgNoJClBBCohU1VN65xAiOiRJCCCFBQk2UEEKiFXrnhh0KUUIIiVY4Jhp2KEQJISRaEQjNmChlqCEUohFAcf7VvqC6HtIO9fV835Br1CrC6A1bP6BDjSbWhyJgQ50Q+DOpUZ8LSd8Kf3+pLX5bxLB/1QzKn+iGQpQQQqIVoYbsZYDoQyFKCCHRCqe4hB1OcSGEEEKChJooIYREK/TODTsUooQQEq2EypxLGWoIhSghhEQrXE807HBMlBBCCAkSaqKEEBKt0Ds37FCIEkJItBKqeaJck9QQCtFIoJgAJZDoMcFb25VaRZzRj/gTWRy+SVITigB+KBS9iDcBRD2qUaSjOqDayEOGz95/nwiszzSQvhEgfvuN3/YIVDCJyDrlCGqi4YZjooQQQkiQUIgSQki04hoTre0WBAsXLkS7du0QFxeHzMxM7NixwzDvvn37cMstt6Bdu3ZQFAXz58+vdZl1BYUoIYREK6rwTHOpzVZDObpy5Urk5uZi9uzZ2LVrF7p3746cnBycOHFCN//58+dx8cUX4+mnn0Z6enpIyqwrKEQJIYSElBdeeAETJ07E+PHj0aVLFyxevBgJCQl4/fXXdfP36dMHzz77LEaOHAmr1RqSMusKClFCCIlWQmbODVwVtdlsyM/PR3Z2tjvNZDIhOzsbeXl5Qd1GOMoMFfTOJYSQaCWE80TtdjtKSko0aVar1UdzPHXqFBwOB9LS0jTpaWlpOHjwYFDXDkeZoYKaKCGERCuhGA91jomuXLkSKSkpmm3u3LmRvsOIQ02UEEJItYwYMQKLFi3SpOmNXzZr1gxmsxmFhYWa9MLCQkOnoeoIR5mhgkI0AghhA0QAwRaqDcjgx5BgVL7i+8j9TbI3OqZI1/bkMcir6OXVL6suEAFMlA8keEMweQOhJoEyqstbX9pWbiP99tI/rldede3tc1xU+qmvP1Onn+sEGMEn4oE6hAhZtKHY2FgkJydXm89isaBXr15Yv349hg0bBgBQVRXr16/HlClTgrp2OMoMFRSihBASrYRsTLRmZeTm5mLcuHHo3bs3+vbti/nz56O0tBTjx48HAIwdOxatWrVym4NtNhv279/v3j927Bj27NmDpKQkXHrppQGVGSkoRAkhJFoJVdi/GhYxYsQInDx5ErNmzUJBQQF69OiBtWvXuh2Djh49CpPJYyU5fvw4evbs6f783HPP4bnnnkP//v2xadOmgMqMFIoQjCxcV5SUlCAlJQVATPXxT1E7c65h+QGZc81+jrnKpzk3mLyBQHNuTc25Dv/HI27OrURxcXFAptBQUVpaiqSkJPy65B40ToyrdXlXTH8T85a8hcGDB4ekftEENVFCCIlWuCh32KEQJYSQaIXriYYdClFCCIlWQiVEKYcNYbAFQgghJEioiRJCSLQSoSkuFxIUooQQEqUIVUBwTDSsUIhGhMDimCjVZVL8ed2ZdVP1p0Ro85qkaTDa6SkG6c5RAaOpLNrpML7TZ0wBTI2pCUZTTtRqprZop2E4/OcNYJqMXrk1mr4SwGiLXnsaURftrBpNVZHa09V2RtNehGEZlT7HAV9Fy3tmmP/ZKMFNYwk8EhEFWLRDIUoIIdFKqML+8V3AEApRQgiJVlQdVZ2EFApRQgiJVkIV9o8YwikuhBBCSJBQEyWEkGiFwRbCDoUoIYREK5wnGnYoRAkhJErhPNHwwzFRQgghJEioiTZo/LwDGa0DqsT6luK1xqjJZNE9ZjZZPftSuskU48zrKVsOFGCW0zVBGMzOu9APxhAs8sR+zeR/+AZQkCfzawMFVBMcQKcs7zw1QX+dVf1ACkbBK0w6QS+MygtlmwfS3nK7OITdeVxqe2caAKhqpZRX2lcrnHm164Mqqk3z2fu4UIzXE/U/h9J/wI0GAcdEww6FKCGERCtcCi3sUIgSQki0QiEadjgmSgghhAQJNVFCCIlWQhU7l4OihlCIEkJIlCIEEKSvm085RB+acwkhhJAgoSZKCCHRCh2Lwg6FKCGERCucJxp2KESjFEXRf7TegRUAwGyK03yOjUn07JvidfdjFKvPvgmeoAqxiqdMs5ACM0gT/s3O7mcyGFUwCf10VfEd5JEn+cvH5Qn9Dth9jrvSIAUBgFegAFfZmoAA1QRxQACBF6oLiiC3ixzIQhMoQW5PZx6z9BzkNpTT5YANrvKCfg6KlKZp70opr6eNHM7gB3ZRLp3nadtKUaG7b1fLNP/d6ZWlXhUr13wUBt8FeAWKiEaEGpoxUWIMx0QJIYSQIKEmSggh0QrHRMNOvdNEt2zZgt///vfIyMiAoihYvXq15rgQArNmzULLli0RHx+P7Oxs/PDDD5o8p0+fxujRo5GcnIzU1FRMmDAB586d83vd8vJyTJ48GU2bNkVSUhJuueUWFBYWavIcPXoUQ4cORUJCAlq0aIFp06ahstJPXE5CCIkkaog2ymFD6p0QLS0tRffu3bFw4ULd4/PmzcPLL7+MxYsXY/v27UhMTEROTg7Kyz3jIKNHj8a+ffuwbt06rFmzBlu2bMGkSZP8XveBBx7Ahx9+iFWrVmHz5s04fvw4br75Zvdxh8OBoUOHwmazYdu2bfjXv/6FpUuXYtasWSG8e0IICR2updBquxFj6p05d/DgwRg8eLDuMSEE5s+fj5kzZ+Kmm24CALz55ptIS0vD6tWrMXLkSBw4cABr167F119/jd69ewMAXnnlFQwZMgTPPfccMjIyfMotLi7GP//5TyxfvhzXX389AOCNN95A586d8dVXX+HKK6/EZ599hv379+Pzzz9HWloaevTogSeeeALTp0/HY489BovF4lMuIYSQ6KbeCVF/HD58GAUFBcjOznanpaSkIDMzE3l5eRg5ciTy8vKQmprqFqAAkJ2dDZPJhO3bt+MPf/iDT7n5+fmw2+2acjt16oQ2bdogLy8PV155JfLy8tCtWzekpaW58+Tk5OCee+7Bvn370LNnT59yKyoqUFHh8S4sKSnxyaPIro0+B/0cq+ZcvSXP4LXMmQvZGxcAEmKauPfjTMnufavSyL1vER5PXauo8sSNkTxFY1XP9c1SeoxmCa6q+puk+wjENOJ6MVYlG5OQQqpUajxEHVJ61b5D9hSVPEgrpSWz5HSXB2+lyciTV99TV8+LWMbIy9blOSsvIRcj5PaU9z1f4Rg1xifNLOS2lz2jfZ+JosjPIYBn4n4OHmryTOyK5JErtVuF4rEq2UweT9wK01kAQLmq/R6d965WpbbdvZdGk1FgMzwm/Hz/lGqUM1Ff7J+q1wMiIafemXP9UVBQAAAaQeb67DpWUFCAFi1aaI7HxMSgSZMm7jx65VosFqSmpvotV++6cr28mTt3LlJSUtxb69ata3jHhBBSS0QINmJIgxKiDY0ZM2aguLjYvf3888+RrhIh5AIiZGOiFKSGNCghmp6eDgA+XrOFhYXuY+np6Thx4oTmeGVlJU6fPu3Oo1euzWZDUVGR33L1rivXyxur1Yrk5GTNRgghJHpoUEK0ffv2SE9Px/r1691pJSUl2L59O7KysgAAWVlZKCoqQn5+vjvPhg0boKoqMjMzdcvt1asXYmNjNeUeOnQIR48e1ZT73XffaQT0unXrkJycjC5duoTlfgkhpFaEaooLMaTeORadO3cO//nPf9yfDx8+jD179qBJkyZo06YNpk6diieffBIdOnRA+/bt8eijjyIjIwPDhg0DAHTu3BmDBg3CxIkTsXjxYtjtdkyZMgUjR450e+YeO3YMAwYMwJtvvom+ffsiJSUFEyZMQG5uLpo0aYLk5GTce++9yMrKwpVXXgkAGDhwILp06YIxY8Zg3rx5KCgowMyZMzF58mRYrVaDuzFC8e9Q5KaadxyDsHHwCuumKVEnBJoczg8AEkxN3ftpahv3vhUep6RYRXIicl4rRqqP2eS5P7PkoKFNd9YpoLbw4HJekZdncshOLPK+KqdX/RrYpV8FuxT2zS45oMhOLy4nI5vkhCKHC5Qdiyql8/SOGz0X2XHI7VgkpVmEp+1lx6FYKU+sM13zbKRnIj+fGOk5xDifj/ycZJ+amjwf2bHIIT8fVU4Xmv+Qng0A2OV9VXI4crZ/oemo5pp2kzYMYKWi/WzU5lUH/Rzzu/6X/3CBru93pK2gIQv7F+kbqcfUOyG6c+dOXHfdde7Pubm5AIBx48Zh6dKlePDBB1FaWopJkyahqKgI11xzDdauXYu4OE+s1mXLlmHKlCkYMGAATCYTbrnlFrz88svu43a7HYcOHcL58x6/vhdffNGdt6KiAjk5OXj11Vfdx81mM9asWYN77rkHWVlZSExMxLhx4zBnzpw6aBVCCCH1EUUILrdaV5SUlCAlJQVATGCaqKRR6B72c9xsStRNj41J8kmLj22i+ZwSc5F7P2hNVGmAmiiq0USVOtZEEQJNFA1QEzV4PkaaaHHlL5rPZfbTms/2SuNoZQ611PCY3+D0AQaur5rqUoni4uI69YkoLS1FUlISjt89HI3jamop86X3W2vw7FvLDefwX8jUO02UEEJIaOAqLuGHQjQiKNUGUggMP2OiBmM9+kuhad9UG8EzJnp5okdLLa/0aA6yxuHSVMzSJbWaqHwt30n8Wq1HH/l3wKXAyJqMrPXIc+1lTdTuzG9zyJqOR2urkPbt0vJtLg1V1gDtklZaKWmw8jimWs24mUknwAIAxLg0Skn71NM44aV1Wp378jioRXoosVJDazRRZxbNczLUSn3Rezbe6VpN1PVfSlPl83z7FgDEOa0o58u02uM500nNZ+8+bvRdcF3BGD/PL9Dvb6TtfKFyDIr0fdRjGpR3LiGEEFKfoCYacfx52FYT9i+IN2y9cVSz15t7c9WjiX573vOWf1j1TBvSC6Um10fRhPfzXFMT6s6ZXw55V5OFqDULSyv6Wp2s7bkWlzY6Lje3XtsaLlqtKS+4r5RmUXHnvhz+rkzxDm5XhdBRM1RpvE4OgSeHIZS1ZFcZmvOMQhnK9XSGPjRaoFxelFyTx3kdzTUMbI6yVtne1AsA0Fw01eQ54aN5evfxmltsqipl/P0T1eof9cOGKkQ1TsaBlhOKykQpFKKEEBKlCMEx0XBDIUoColP31mgkPF6Oup6LGk1UGlPTaJqKT36tZihrqjG653k0UXncTtZE5XFXKd2pWRhdT0vgmqg2T3Bj3Wo17/qqoWajo4lqNENpX5HHtGWt0+Xt7JsGH01UDjBf6fd60GiivuVpgrQb/NLLz7WV0hoHv2HozBrBYAlhh0I0IpjctkP/q7hU96NtPMXFyEyll+7wMs3+aPrevf/LuR1V55V1Q6WjyOfcwNAXrh7nDN+VXeAlRBWpq7p+WDUmXJMsqKVVTEySSdhZnkmxSGnyyibyNWJ80k2a+vgX1Khukn8AAk4WMrL5XF5hRuiky2ZZVdj0y1A9U3FU53lClc+TzbKycPW9tnaWnCxEZcFpkKcGnDMXYE/pd7goqa8m3aFq+693H/c/7OFnGpm/YCbVqHcecy8NodEOhSghhEQpjFgUfihECSEkSgmVYxExhlNcIoAi/fnH5HdTFOPNpMTobnoI4dBs5aLEvXkGVQQUmAPflBjdDYrZvSnOzWSKdW+KYvFsiPFscn7nBsXk3hRIm9QOuvcLh3tzv6oLFQ5UujchPJsDtqpNVEib3b1Vigr3Zke5Z1Mq/G9SXrkMT9nS9Vx1gM2rbp7NdR+a+zPqg3J/cbab3J4mqZ3lttc+k6rnpH1+nrzaZ63TH2rSn2B2qkOqpn+WixKf/uvzLTL4LpiUGL/fIf/fP/8E/h0PM6oSmi0IFi5ciHbt2iEuLg6ZmZnYsWOH3/yrVq1Cp06dEBcXh27duuHjjz/WHD937hymTJmCiy66CPHx8ejSpQsWL14cVN1CCYUoIYSQkLJy5Urk5uZi9uzZ2LVrF7p3746cnByfZSpdbNu2DaNGjcKECROwe/duDBs2DMOGDcPevXvdeXJzc7F27Vq8/fbbOHDgAKZOnYopU6bggw8+qMM784VClBBCohTJ0FKrraZjoi+88AImTpyI8ePHuzXGhIQEvP7667r5X3rpJQwaNAjTpk1D586d8cQTT+A3v/kNFixY4M6zbds2jBs3Dr/97W/Rrl07TJo0Cd27d69Www03HBONBIopoLBh/r0K9UP4VXduINM0tGZAd3A+w4D4iu69mA2O6wVkkD1y9QMoaKbPOMszabxpDQIvyO2g0ybaEHNyuscbw+TMorVq6bWR1xQXnYAURqjVeK8aBS4wLsOJQQAMvV4gH1cVT91dQSqqKuJpW5cHr1w32atZKHI95cAKznoq+uZm4zUxFAAmv2Zq6PRxf98jf98hobOYgPtYwPqHiKxTjlAg/ASNqAl2ux0lJSWaNKvV6rMUpM1mQ35+PmbMmOFOM5lMyM7ORl5enm7ZeXl57hW7XOTk5GD16tXuz1dddRU++OAD3HnnncjIyMCmTZvw/fff48UXXwzJ/QULNVFCCCHVsnLlSqSkpGi2uXPn+uQ7deoUHA4H0tLSNOlpaWkoKCjQLbugoKDa/K+88gq6dOmCiy66CBaLBYMGDcLChQvRr1+/kN1jMFATJYSQKCVUU1wEgBEjRmDRokWadG8tNJy88sor+Oqrr/DBBx+gbdu22LJlCyZPnoyMjAxkZ2fXWT28oRCNCFKwhWAngrvL0cfQnGvyfeTesUY1EYac+U0mM1Qhm099TbTa4AL6JlpNMAVXfoPjRuZaRaftAonb67qvYKMKac2WWuOv7x4CMPRUM2G/hr9+nvvytJsmUpDUtrJJ1HUv8vVMktlWDgShaQPoBFsQBtGSNIEXVPeeXl5F0T/PZDLDZIrR9E/o9F/vPq6owa7i4i+YiZ/TNO0U2fkloZwnGhsbG9CaqM2aNYPZbEZhYaEmvbCwEOnp6brnpKen+81fVlaGhx9+GO+99x6GDh0KALjiiiuwZ88ePPfccxEVojTnEkJIlCJQNSZa260mWCwW9OrVC+vXr3enqaqK9evXIysrS/ecrKwsTX4AWLdunTu/3W6H3W6HyaQVWWazGaoa2biG1EQJIYSElNzcXIwbNw69e/dG3759MX/+fJSWlmL8+PEAgLFjx6JVq1buMdX7778f/fv3x/PPP4+hQ4dixYoV2LlzJ5YsWQIASE5ORv/+/TFt2jTEx8ejbdu22Lx5M95880288MILEb1XCtEIUDWZ2/V2Z2wy8uc5iGq9DmMDTvdeCi1G8YxzmE1VcWZNplgoqicOqwJfD1jDuLd6Jlzp/hRD069+MHq3ObeawPbeuK5t5KFs3J7VeEkHPaFe/9m7TLBG9TEbmIH1lkVTNMHh9Zd9c9n7VEU/6LzQCTpftR/r/K/q5pVj9eqZdrVl6ZuMZQ9ekykWZpNF0z+961p1H9o+bvRdQC08d9VqrLSeLi8iGjFIqApEkMESasOIESNw8uRJzJo1CwUFBejRowfWrl3rdh46evSoRqu86qqrsHz5csycORMPP/wwOnTogNWrV6Nr167uPCtWrMCMGTMwevRonD59Gm3btsXf/vY33H333XV+fzIUooQQEqVEMuzflClTMGXKFN1jmzZt8kkbPnw4hg8fblheeno63njjjZDWMRRQiEYEc0CORWGZJ6rzVh6jxGk+W5QET01NVW/9ZsUChyJpojpap+HC2Iqvo5J8nqyJyiupGM9xNGnOhx9tUKMx6+TRW6Tct4wIh27zQhg5qzirqbtMnZ/lzVzn6S1zBu+lzuS5n06NUbOqjFEZqlyec36p4jvn1Ps8Ic1RNSsWmE1WTf+EjgbuUPyv6iLjf56o8TzfalfocTdDhB2LQjhPlOhDxyJCCCEkSKiJEkJIlBKqMVFqs8ZQiEYARVE8zjh+jQH+DQX+zFTezkL+0mOgddSwiHif/O6VU1zX1lkEuzqzbdW1Yn3StXWSzHdS99RbENssz1vVMfd6l6d33GTw46CIwI00oTb3Gppr9fIqvs5EslnWKESgdm6r6ryuJ81h0jfRahb2dpo7Y+TzNM5Env1KsyeEnsmZRzbxakMOSvNZpYXCTYoZZiVG0z8BwAFteL5KpVzz2ei7UJU3uO9fdeZcT5eI7PQLLoUWfihECSEkSuGYaPjhmCghhBASJNREI4B7EeRaeucGM0/UDD3vXK051yqbc53euSaTRdeEW5Un1nlN2fxq8RyX6iKb1syw+JwXI6S8sjlXMt2anSHpzAaet2ahn+7y4DWaJ2rSzFeV57bq5Q0/RoZA2TonVNl062u3UzVmW9k717PvcM7F1KRJ3rIOaa6mKploXV65ldJqJ2b5uOzNLT0/l/lVMcnHJU9Y6cbliH0mU5V3rhVac65dqdB8NovQzBP1//2rpgfUExOqqipQIzBP9EKCQpQQQqKUUI2JclzVGJpzCSGEkCChJhoBqsL+ud5fahNswdhMZTSJXO+cWGH1+mzxyW9CjHEABbcHr5EJ15Mue+fGoirIg1m6XqxkiouBrwm3Kr1qP0aqgxwyQQ4nFiO1odlp1ZKNW2Z51RhNAAn47GtNw/oEsNa6Lnpv+rI5VxvEQP881fnBoVkxxYND+lApL/LtDpogH3fo7sum3Uqn6dYuecc64DHR2gMIxaiH0KziIq0sgxiYlFhN/wSAWC/v8gqfsH/GP3P+Tb02w2OiGu/tYPtBqKFjUfihECWEkCiFQjT8UIgSQkiUIoQCNSRClILYCArRiGDyLGQdZFzP6s41ignrHVgBOh67ViGbZT2BFLSLXUvXdu7LJt7qTLjyvsXAnGuRumeMZB+LdXoJx0ppZpNnP0bal/O40s3S70GMtG+WPUHldPc9S2k65l7U4qdG43Hr/ODQmG09JctmV3k1EYfT8lkpp8kmXCmzXTJHutIdmuOeZ2lXZdOuJ4/Nac6VvaRtgZhtXTF+NZ7DBqv3CO0QglmJ0fRPACjzMsl693F/8ZGDj6tb3YLqfg+TKIJClBBCohQhQrQUGl8KDKEQJYSQKCVkU1xCUZkohUI0AsjeubVaCs2PZ69x7Fxfb0SL6u3tKMekNTv/a6+lMbm5F8nWj3urWeRbMsW5zLiyec4i1dsimeEskn3V4rS7ymlWs2y29dTTKu3HmlxlQTdvrMnzUyG3XowzPUZatNok7ZsNzLmmahQA2RSr50Urj2VVyvuSZiEv1mV3pldKlkab6nscACrkMpx5KiTbr02qnM2h6Ka74g4bxR9WZS9becFvlxcxfPsQ/PT7qiAlZk3/hNdwAACUm7R93F/sXH/fodp8N+sLasjGRIkRDaMnEEIIIfUQaqIRQKOJ1mKlCHmlFG/0wvvBK6yeJ6+2HHMN37Jd2qrJQLMwSU4qmnmgzlBwsZKmYJVCC8ZJ8z2tkteP1ekNFCf5i8RL+7L2GWcWUrpwpqk+aVX7nnSLdF6sc26kRTrPLGlZJqkMs7SvuP/L8zalFUo81YRD0gxdYdocklONzeHZl51+ZC2xwhkjT9Yyy6XztOnyeVX/yxz6x2WnLrPDc9+uJpCmcsIhfYiV+qAcLlDRCb+oaGb6aldl8ca7f3r3X+8+bvRdQDXfIUUN/rtZX5xZq8y59aQyUQqFKCGERCk054YfClFCCIlSQhVsgY5FxlCIRoDAV3Exnt8GHxNYYOfqmaHkkHoAEBuAOVcOxyYUh9+82utLZkJX+D4pTZ7XKZtw46UJnfHOXpso9d4Eyfwq7yfGeOoZb6qqZ0KMx7QYL+/HevYtFs9+bGxVGTGxnvs0WyQHm1jJhCs3pStcoNScQhvLz7MrNaFqd5pzbZLzj12at2mXzLw2TyOU2av2yyo9aeel/TLVU0ZppaeM807TbazkCSU7S5m07lLuPVd4wUqdZwoAthrYNIU0+1UI/3MwY736sHf/9f5O+Z0nGsR3SO8aPlDqXDBQiBJCSJSi+llSj4QGClFCCIlSQhY7l+OqhlCIRoBA54kGUo7hMQPvQT1PRe+5cvJqJrJZSvawlD1uXSuMqAbvvHL5eh68MZIXbqy8b5ZNu57yEt3mXE/lGklm20YxHtNgkmSuTbJUrcqRaPV4f8bFe1bqsCZ6zotJ8lxPSXSGNYyT5s/K+xapcrFSW5rNrpv2IDeRQ7Lh2iXzuM25SHa5p+6qtC9KPfWvPOdZkLqitOp65WWeeZOlFZ7nfc4mzceVvFJjKp1zgTX9SfIW1qz+Ipnend6rdmk2vyJ59Ro9d3e5UmNoV6mRwwFW+pxn8loixSS8vXW1fdyvB3yQ37+GMk+UhB8KUUIIiVJC5Z3LIV5jKEQJISRa4VJoYYdCtB5TncnIn5nKKJyZXnqMtzlXExDAaVqE6g7XBgCq5E1pdprf5JUtZDOcsZnXFS5QMgHKIfmk774cqi/OuZ9g1jfhpsR6TLTJVs9+o6Qq02dcI485NDZVunaKtBh5qme1GSTFaf8DQJy8L60aEusxJQq3OVe6EVU2fcrmXE+dlPIK5/9yT33OefYh7ZuLPPuxxVVlWIvK3GnWs5KX8TkpWESFHCqval9e8cUhefJWSG1fIXvtmlz3IZtwDUIAwrdvyKu4QLNIuOypKweqUCHg8LmGb//1/1kmaFNvA1HNVKE1x5PQQ8M+IYQQEiTURAkhJEoJmXcuMaRGQlRVVWzevBlbt27FkSNHcP78eTRv3hw9e/ZEdnY2WrduHb6aRhGBxs71Z4aq9hoGk8j1yvRdocWzL1RPgFQhJBOtIntvVjr/O6TjBvsaz0tfO5MmGINUD9np1eKMT6sNqiB54Urety4TLgDEp1alxzSTVptpFu+5duNEz0VSG3n2U5KrmqCRJ00kJniOW30XOg8EQytbhdOcW3reU7ezZz3Hi0vcu6ZGnnQlqdRZH485VzHrx6FVpXaudHq32qRYsfKKLnIQBvmZKDqmW/mZaky4mj7g0PyH1IfgNRQg97mqPqjC28rq3X+9+7i/gAr+8Pf9UxtI7FwViuZZBwstwsYE9CtdVlaGJ598Eq1bt8aQIUPwySefoKioCGazGf/5z38we/ZstG/fHkOGDMFXX30V/loTQgipFtd6orXdiDEBaaKXXXYZsrKy8Nprr+F3v/sdYmN95xoeOXIEy5cvx8iRI/HII49g4sSJ4agvIYQQUm8ISIh+9tln6Ny5s988bdu2xYwZM/DXv/4VR48eDVX9iB/8xwQ18M4Vvune3o7yZ5dJToWAqsrLWUkxVJ1LV5kUjyesQ1qOyqHIZmBf064wMhbJnqDSvtm5wHOstHRZnNlTbrzFY8K0JnquHZNaVWeNCbdZsqfgZqnuXdGksbTfxHnh4MyCNcZpHhaSmVikeOqpJEj1t3q8bBVn/TS1rJQ8de1SnGCbp43KnTF35faUlxvTBDfQsQyKAEy4DslE63Cb/6X+onrqI1Spj6iymVdAheq3v0Knj9cmPnVDJ2SruFAbNSQgIVqdAJWJjY3FJZdcUps6EUIICQGhGhOtN4O89ZCgvHPLy8vx7bff4sSJE1BV7RzAG2+8MVR1I2FAT0P1fpPXOBYJ1zxRB4SsTaiyduIMiyfNLTQpHg3JITzOPZXSgssOp9bikOefygMwBm/QLq3ULL0ey4tkx0ghAE1WabUVZ7xAJUlyBErxxPcTjSVNtGkz3wtGEkkL1tRNDrnn1DRd80wBwJTo0fZMJZ62l9vI1XZyexreshwG0nlt+fk5JE1U86ylPuAQVekO1eaTBm+tVHYyggNCOOAV9c+3/3LmHqlDaixE165di7Fjx+LUqVM+xxRFgcMR+LJYhBBCwkeoHINozTWmxq9s9957L4YPH47//e9/UFVVs1GAEkJI/UGF4h4Xrc1GjKmxJlpYWIjc3FykpaWFp0YkJJgMHCb0HIsUL/tYjPTZFZpNQGjn7EnOGq502SRnlpxG7JIpz2byhKmzKXHO45LpV4pRVimHodPZNxrrURTJxCnfrmuyaazU7SXHHBHncdipFyZcI6S6yXV2OxnJ9ydNsJXbQm4jF3J76rU3vJ+J81nZpbm/Nsm5zKZ4nrVd9fQBl0OR3F/kvqVdoFtOFxBQNf0TOv3Xd1Wi6HYe8oeAAsHxzLBSY0301ltvxaZNm8JTG0IIIaQBUWNNdMGCBRg+fDi2bt2Kbt26+cwZve+++0JZP0IIIUEiQhSAnmOixtRYiL7zzjv47LPPEBcXh02bNmlMKYqiUIjWc/RW2YjxXhXDwJQpNB4KvnP5ZK/ISsVjvpPn4lUKj2esy/Rnl+YC2oSnS9qlb79dWinE7hyjkReIdkhmaoeUV8jO467yov0XQb4/qQ3ltpDbyNV2cnva5X3N2uGe8mzCZc6Vnp/JY86tFOX6+07Trip54crzQYXBKi4uvPund/81WknmQoRjmuGnxubcRx55BI8//jiKi4vx008/4fDhw+7txx9/DE8tCSGE1BjXmGhtt2hg165dmDFjBs6cOQMAmDlzZkjKrbEQtdlsGDFiBEwmzsUihBDSMJg0aRKSkpLwhz/8AcXFxdiwYUNIyq2xOXfcuHFYuXIlHn744ZBUgESeWC/vxYQYyaMTrtVmFECaSK/xmnSa9PUCMMDLO9KmeMLQxZiqVimpUDwLXFc4PF2y3OEpo1wqu8JpiiyTjzukRaRtnjISyiQP0DJnncullU3KPGZGpcKzLyCt4lKPkevsvpdynXsG4CiT2tAmt3NV28ntWSGZe8slM3C55Kpb4agqu0LjketZecamep61Q/LOdZlzDYMqyF7gUp9ToECBSdM/AeCc3cv7NtrN9TUgZItyR0GbxsXF4ZFHHsHAgQMxYcIE3aGCYKixEHU4HJg3bx4+/fRTXHHFFT6ORS+88EJIKkYIIaR2hMocGw0m3fj4qulgffr0weDBg3HPPfeEpNwaC9HvvvsOPXv2BADs3bs3JJUghBASekKmiUYBTz75JCorKxETE4MJEyagadOmISm3xkJ048aNIblwXbBw4UI8++yzKCgoQPfu3fHKK6+gb9++hvlXrVqFRx99FD/99BM6dOiAZ555BkOGDHEfF0Jg9uzZeO2111BUVISrr74aixYtQocOHYKuo4AaQC6Dc4VxhCjVzzFvvL0dG1s9n+PKUgAAVlOSNn6YFKvW5WUpD5Orqr6nrsnkCW5gE1WLSJdL5lyr6jleJpl24yo9dSo1V+0nmD3XOFcpmXBtnjISzkvxYs9U7SuJHpOjKd5jSVHkxbUtUhCGlBTUJ5TiYs/+6SLPgaKqBbrVIs/9VZ7xPKeK8557PS+1kavtzld62rNUsqiWSREWyhye8sqdZtdyk2TCdT5TAKgUviZcSP1FwO6T5vzk2ZX6nNWUhDhziqZ/AsDpCi8tyavr+/su+PsO+aM231sSGTIzMzWfhw0bFpJyQ+YddOTIEUyZMiVUxdWalStXIjc3F7Nnz8auXbvQvXt35OTk4MSJE7r5t23bhlGjRmHChAnYvXs3hg0bhmHDhmm07Xnz5uHll1/G4sWLsX37diQmJiInJwfl5eW6ZRJCSCSp0kQjE/Zv4cKFaNeuHeLi4pCZmYkdO3b4zb9q1Sp06tQJcXFx6NatGz7++GOfPAcOHMCNN96IlJQUJCYmok+fPgEtvblly5agtkDKrrEmet111/mE2QKA//3vf/jf//6HBQsW1LTIsPDCCy9g4sSJGD9+PABg8eLF+Oijj/D666/joYce8sn/0ksvYdCgQZg2bRoA4IknnsC6deuwYMECLF68GEIIzJ8/HzNnzsRNN90EAHjzzTeRlpaG1atXY+TIkXV8h4QQ4h8RIZ8glxKzePFiZGZmYv78+cjJycGhQ4fQokULn/wuJWbu3Lm44YYbsHz5cgwbNgy7du1C165dAQD//e9/cc0112DChAl4/PHHkZycjH379iEuLk6nBlrGjRtX43tQFAVTp06tNvZBjYVojx49NJ8dDgd+/PFH/Oc//8HSpUtrXNFwYLPZkJ+fjxkzZrjTTCYTsrOzkZeXp3tOXl4ecnNzNWk5OTlYvXo1AODw4cMoKChAdna2+3hKSgoyMzORl5enK0QrKipQUeExY5WUlAAAhDTr3d+CwQ6Nl6IvZj/HbeKcbvo55axPWrlD64na2OIx+w2KzwIAtLG2xFZVinuresx2rvsxmTzdyaR4yrAoCZ59k2fpsXhRdd1GqietkdljUk2M8XhdxsdIJmZncqxJWgrN4KdClQMvOC2GsscqzklWhHhPmyly/FnX4uGpnoW66xql6IxnXzbhlkjP2Xkv8v1J4Wk1bSHjaju5PePMnrxy29uk5e5UV+AMh2cJObkPxJo9z92mJHr2Y847z9cPtiB/Jywmz3lZ1ivQKr45Gnss0QCAcq+FL7z7uNF3oaoOxt+h6r5//nB9J4S4MM2+oVZi4IxRMGTIEMybN899XqBrVx8+fDhEd+ZLjYXoiy++qJv+j3/8AwsWLMDo0aNDUa9acerUKTgcDp8g+WlpaTh48KDuOQUFBbr5CwoK3MddaUZ5vJk7dy4ef/xxn3RFqXT/UPgTotU5xAlUGB5TcV433YYin7Rz0HpYF9g9v1KuIbUz35zAnrJv3Ol2PSGq6K8najEZCdGqfVmIJpk9b5XJMZ7umSINVzZ2VreJtFZoM4vnB7mp1dMujRt52iGpadVUDEuhVM8Wnh9pNJfGPpt6BAOaVAnP+iJEcVra/1V6nierxkrVE55nYyvwCJhzv0rP9aznmfxaUdW4p2yefiCPM56RBHGx1OVKKquEzDmH50XkrMkjsMoUz75NlfddQtQzNUYet5S/E7GSEE2Or6pnvDx8CuAcbJrP3n3c6LuAar5DUOzGh1CdgFW9/keGUEUsEgDsdrtbEXBhtVphlX0JwqTEqKqKjz76CA8++CBycnKwe/dutG/fHjNmzAjZ2GawBLUotx4DBgzAvffeG6riooIZM2ZoOkZJSQlat24dwisYO0U4DL7kdsV3/LZEaH9kDhZ5hEzzeM9+O3R175+N8XyZXIsvy2H/YiTBbJFWaYlzeL5wcU6tJSHWc40kadWRREm2N5J6aiNneoLZc/8Ws7QQt6RRyQqqcDonqaWSJaBYmicqO1hJDjQoq/qhVUokDSfB8+Mu4vQdkuB6CdB6XHn2K6VnZPMIAvei2uc9whBnDfaLPMJJOO9Fvj8hOWTJbSG3kavt5Pa0S5q4LAbkJrLYq/LE2T0COUF6vuUOz0tJueRcZjNX3au8aLfsqCP3nUZqsnvf6uwmB4u0/b7ES0h693H/GmV0L98oQijGV65c6R7KcjF79mw89thjmrRwKDEnTpzAuXPn8PTTT+PJJ5/EM888g7Vr1+Lmm2/Gxo0b0b9//2rr/+9//xvDhg2Dxfkd/eWXX5CRkeEOHHT+/HksWLAADz74YEDt4SJkjkUbNmzAddddF6riakWzZs1gNptRWFioSS8sLER6erruOenp6X7zu/7XpEyr1Yrk5GTNRgghdYUQSkg2ABgxYgSKi4s1m6xthhPV+fJ500034YEHHkCPHj3w0EMP4YYbbnCbe6tj1KhRKCryWCm6dOmCn376yf357NmzQd1PjTXRm2++2SetsLAQ27dvx3XXXac5/u6779a4QqHAYrGgV69eWL9+vVvVV1UV69evN/QgzsrKwvr16zF16lR32rp165CVVTUm2L59e6Snp2P9+vXuceGSkhJs3749ZJN2a4rw4zJgNBaj91ZeJkURAoBTUvSfonOe/bMmj/ZZrni0IVeZsjlX1jIccrB6qc6qqjUDeaPqrH0KSaFSpWD1sslK3q+Up9pUVmkoCeUerc963rMfc05aD7VEMvMlO7W9BKm+CR6zsyJrovJYqtmlico3Je07pGdhl/bdmqikUZ2X7aiefYdkX60sqmqZimLPczh/zqMZF5d76nzW7tH2ipzRi4qlyD8l8rCxtH9Wspyer6y6mfPSmOR5aaqKrH1WyGuLOtNVyVoim3MrFakNpbb7wfkYKr20xzKTtv9693F/45L+vkNES2xsbECKQDiUmGbNmiEmJgZdunTR5OncuTO++OKLgOrvHaEoYhGLUnTmzKWkpOCyyy4LSYVCRW5uLsaNG4fevXujb9++mD9/PkpLS90D3WPHjkWrVq0wd+5cAMD999+P/v374/nnn8fQoUOxYsUK7Ny5E0uWLAEkT60nn3wSHTp0QPv27fHoo48iIyMj4jZ5QgjRQw2RObcm4iYcSozFYkGfPn1w6NAhzXnff/892rZtG9Q9hYoaC9E33ngjPDUJMSNGjMDJkycxa9YsFBQUoEePHli7dq3b7n706FFNEP2rrroKy5cvx8yZM/Hwww+jQ4cOWL16tdu9GgAefPBBlJaWYtKkSSgqKsI111yDtWvXBuRiHQ4UP55HRg5LZsX3kZuFNvaovJSUvJ8oOQBZpQAJLu3SJGmAMZKWaJG6WYxUrzhz1XXjpFiocZInqDQcq9nX8841KQbeuVKy3alh2yokx6JS+SdGWjbMLgWIcHq7muIlbdAqjcNZpcpJHsVw3p/mMWlWk5M0qkppv8K5XyFpapLHrVrqyesolZaLK1V87s/ukL1poYur7Yy8c6VwuVClcWrX9ydGGne1VMrxjj3PvVKNd+/bnBpopSLdk9QwRv3I1Re9lzozQ9t/vfu4P+c9f9+haCBSEYtCrcQAwLRp0zBixAj069cP1113HdauXYsPP/wQmzZtqvsblAhIiAohdOeG1nemTJli+Oaj1/DDhw/H8OHDDctTFAVz5szBnDlzalUvIWIkO5W/L3is4bEqjM2hJsTrpsfA1xxjRarmczw8wjJW6iJ2yfxml6PNuISo9IMUK9XdKjsZST94Cc4fu3jpRy5RerFJlH4bk3Uci5JjPAIwJdYjWBpbPPVMjvXYH1PiqoRgUoJHGCY08hy3JEvOLcnSi4Tz4ibZ00mOdBQnVc4im3OdNyB748i/aLIQtUnTUsqd+1LwfLVU2pdsrZWSh7LN+TJyXooKdU6aMlQs7ZfIHthOB69ik2zO9TwHecJIiVR9l/wulaJXWRTZQUhaZ1QywZqdfUevD8FPP3L1RbuX05zD63tg91lf1F8wFGMPXPgx91VnCawvU1witZRZOJSYP/zhD1i8eDHmzp2L++67Dx07dsT/+3//D9dcc03A9fr000/d1lSXduwKqCOPl9aEgITo5ZdfjlmzZuHmm292ezbp8cMPP+CFF15A27ZtdecCEUIIuTAItRIDAHfeeSfuvPPOoOvkHXThT3/6k+ZzMMpiQEL0lVdewfTp0/HnP/8Zv/vd79C7d29kZGQgLi4OZ86cwf79+/HFF19g3759mDJlSsQcbRoKgb6dilq43yteJi4XJp30WKF9MYqT5ngmyJPnJROuWdKuXJY/s9QBY6XjFsk0GCdd3uJ8EU2QAylIJsV4qXcmSFNYEsxVeeKlKRnycYvJky6beW2uJb/KPdqNKi2xFnvec17sGc9+jFOzNcV6tBZJ2YO8kpzGcmjyTdM8elU/3eVjo0pOPKpdcpayeQq0y6Zbp2OQvMyZTTLnym0ht1EjZ/ubpePxZrPPcQBItXiu7V5ZTgrAIMfftUnm3HJZ6Xbah+2SVu4Q8r4nr0PKY3c20nlVa72p8Oq/Jq+l/Yy+C9XhL65udd/h+qKJhsqcGyIfnIiiquF5FgEJ0QEDBmDnzp344osvsHLlSixbtgxHjhxBWVkZmjVrhp49e2Ls2LEYPXo0GjeO3IR0QgghHiJlzr2QqJFj0TXXXFMj+zPRR7MChJ83PKH4f3OSQ6V5U2nSj8RiE77RW855OWKo0ttzucOjfcrjo/JC3rFOVUujicqh2yRNtFwaB3H548hR+OThRWulrMHKDkk6abIGa46V8soaquo8rq+1ygEbYk2++zGS5itrbWYpr9nk+0AVKU2o+j9o8oLmDqem5ZCn6kgapV3SxOR9m3NRbTk0n7zQtk3KKy94XuYMBygvfF4uL8otKWRyeoVTxSmXVnmxSWpPhax9SlqAWxOV+pmsicrpdkkbdI2FlnkFUzjvE+ZP28fl1WS88fcd8rdSS7WaqPPcSK/2wqXQqmjfvn1QptqwxM4lhBBCGhLBxnVv165dtXkoRAkhJEqhJlpFIGEBg4VClBBCopbQjIlyXNUYCtEIoKoBruJSzXBKpZ8VKEyq/soV5TrBFoSi9UK0S+Op54VnDl6sNB9P9uiNdc7Al4MqyBPgY6XxPKs0lhrj9OC1SuOkMZJXr1UaS7VovH110jRjrbIXqlQPkyvNczxW+m2I1aRLY57OfSkmhGZMVJHnOErlVReYWuOoq4mZX1WIZkxUyiyn2+V955imXSrLpsrH5XTPfoVznFMez5SP2wzGNiucY5uV8jiodFyTLo9tOvflcJA2eQ6ytHqK3eRxUbY7+7td0fZ7u9cYaIXX0meVBt+FqmPBjZf6W0IN9cg7l4QfClFCCIlSaM4NPzVexeX666/XXSPzzJkzuP7660NVL0IIIbVEDdFGjKmxJrpp0yZ899132L17N5YtW4bExKp1FW02GzZv3hyOOhJCCAkCeSkzEh6CWk/0888/R0FBAa688krNemyEEELIhURQY6ItW7bE5s2bMX78ePTp0werVq1C586dQ1+7KEWIyoAC0Dtq4ZQgr95RHZVejhoxJo9jhlkKAB6jeByLTIoUGNxUFZDBLGJ0z7NITkhyntjKqjxyEIcYqT3kgA2xOg5JsSb5uBSGUGpSOfyg6zw5KITku4QYgzJceeQVP2QHIvk936Tz0m8Uf15G61ikl2YUFs+z74p5oDku7cuOPpqQe84y7HLAAwMHIU3wA2f/rJQMfnYDByGHHIze6SzkkNeclVZ0sQtPMAVVyuMKmuAQ2qDx3s5BDq/gCnaHcQB6hxxbsQbHqjNy1hfHokgshXahUWNN1BX1wWq1Yvny5bj//vsxaNAgvPrqq+GoHyGEkCBxORbVdiPG1FgT9V4NfObMmejcubNPdHxCCCGRRVCLDDs1FqKHDx9G8+bNNWm33HILOnXqhJ07d4ayboQQQki9psZCtG3btrrpl19+OS6//PJQ1IkQQkgIUKFADYF3bjQshRYuGGyBEEKiFJpzww+FaARQhQOKy2fOTw/3GxIQAPwsMmu0BJNDJ8yZySsUYIzJ44Ur10H2yJXPUZyes2ZF3ztXPk9OV9xLqEkewEI/r1n24HVU7ZsdnjST5CMrewDL3r6Kc1+TJnnkxkhlaD1xFZ9ryFS3wpJ8nhrAT5reW798niplkL12K537st+C7Dkr9wk53eUZK19D9qatlDxnHZp9u/O45GUrec7K15M9cVVnHo13rhRiT14MWw6v5zrP2+PV2zvXOySfvxB9qh8PXH/nBep16+1DUtcIOgaFnaDmiRJCCCGEmighhEQtnCcafihECSEkShGCTkHhhuZcQgghJEioiRJCSJSiQoHKBbXDCoUoIYREKTTnhh8KUUIIiVLoWBR+OCZKCCGEBAk10QggRIXXAlpG+fy/4wjFbnjMaKK4d2AFZ6rmU6XJs3SUoglMYLDvzGMySQEWAjrP7FMnRVryzLAM13kwCgThm9f7Xjx59Y+b4LuUnMnoeUiv6XrXCASj4BguVEU6Li+tBk9gAlcZqhSswOgaQjpPdZ9n90mDV/ADOciAK49RcAT5GvJ5rn35GqqqH6RB7zzvtlJV777uddxv0ATj75D/gAoNI9gCV2EJPxSihBASpTDsX/ihECWEkCiFmmj44ZgoIYQQEiTURAkhJEoJ1RQXTpMxhkKUEEKiFBGiKS7EGApRQgiJUjgmGn44JkoIIYQECTVRQgiJUkI1xYXKrDEUooQQEqXQnBt+KEQjQFWEl+ojFinVuAQIP9Z4o2gr+lGOtNF5VOEbjQheUYP0RgKqi2jkL49+XrPfvEYRjQzrpBOFyPC8Gox0yPUMBcIg4pBuXp0+YvjsDSII6aWpBn1PG0HIYVgH37xytCTV73Et1Ucs8j3XUc1x/fJ9b8D4mAhQN4t0xCISfihECSEkShFQILgUWlihECWEkCiF5tzwQyFKCCFRSqiEKOWwMZziQgghhAQJNVFCCIlSuIpL+KEQJYSQKCVkY6KUxIZQiBJCSNQiAp6OQ4KDY6KEEEJIkFATjQhqQMEWqn1/9DOR2yhQg36ABu/J61I5cjACzeX8By4wClagH9ygJnmrD9IQSBmBHg/kGnWBUUAD3bx+gwsY5wkkaEL16YHnFTqBFHzxDTxR/f15HQ86aEIo1j+JrBZI79zwQyFKCCFRCh2Lwg/NuYQQEqW4NNHabsGwcOFCtGvXDnFxccjMzMSOHTv85l+1ahU6deqEuLg4dOvWDR9//LFh3rvvvhuKomD+/PnBVS6EUIgSQggJKStXrkRubi5mz56NXbt2oXv37sjJycGJEyd082/btg2jRo3ChAkTsHv3bgwbNgzDhg3D3r17ffK+9957+Oqrr5CRkVEHd1I9FKKEEBKlCBGirYbXfeGFFzBx4kSMHz8eXbp0weLFi5GQkIDXX39dN/9LL72EQYMGYdq0aejcuTOeeOIJ/OY3v8GCBQs0+Y4dO4Z7770Xy5YtQ2xsbC1aJnRQiBJCSJSihmgDALvdjpKSEs1WUVHhc02bzYb8/HxkZ2e700wmE7Kzs5GXl6dbz7y8PE1+AMjJydHkV1UVY8aMwbRp03D55ZeHrI1qC4UoIYSQalm5ciVSUlI029y5c33ynTp1Cg6HA2lpaZr0tLQ0FBQU6JZdUFBQbf5nnnkGMTExuO+++0J2T6GA3rmEEBKlqAjdKi4jRozAokWLNGlWqzU0hVdDfn4+XnrpJezatQuKUr+WdqMmSgghUUqoxkQBIDY2FsnJyZpNT4g2a9YMZrMZhYWFmvTCwkKkp6fr1jM9Pd1v/q1bt+LEiRNo06YNYmJiEBMTgyNHjuAvf/kL2rVrF7oGCwIKUUIIiVJCNSZaE2XWYrGgV69eWL9+vaceqor169cjKytL95ysrCxNfgBYt26dO/+YMWPw7bffYs+ePe4tIyMD06ZNw6effhpk64QGmnMjQhDubnoo/iKxGLwfCd8IMEbRjfyWg0ppvyqPYaQjbYES/qMeGbVRTSIH1SQiUcN/pwxtVCN33mrKrUm0ocDOq6Zu1dS9ZrFi/ZTlJyJY4FyYoQ5yc3Mxbtw49O7dG3379sX8+fNRWlqK8ePHAwDGjh2LVq1aucdU77//fvTv3x/PP/88hg4dihUrVmDnzp1YsmQJAKBp06Zo2rSp5hqxsbFIT09Hx44dI3CHHihECSEkSpHNsbUrqGbZR4wYgZMnT2LWrFkoKChAjx49sHbtWrfz0NGjR2EyeV5ar7rqKixfvhwzZ87Eww8/jA4dOmD16tXo2rVrCCofXhQhQtLEJABKSkqQkpICIAZKALFzq8XvAHtNYsL6KScgTU4nlm1A51WjiRpViZqoAdREUc800aq6VKK4uBjJycm1Li9QSktLkZSUhPEZD8Fqiq91ef8uWIi3P1iKwYMHh6R+0QQ1UUIIiVKEEKCeFF4a+qs3IYQQEjGoiRJCSJTCpdDCD4UoIYREKVwKLfzQnEsIIYQECTVRQgiJUkJlziXG1CtN9N1338XAgQPRtGlTKIqCPXv2+OQpLy/H5MmT0bRpUyQlJeGWW27xCRd19OhRDB06FAkJCWjRogWmTZuGyspKn7JkTp8+jdGjRyM5ORmpqamYMGECzp07p8nz7bff4tprr0VcXBxat26NefPmBXmnIqC/6ovxF6cr8HgkAg6vTfoTDt0NQpW2Sp9NqDbPJioNtgrnZndvqlpR/SYC3xxqmbTZqtnKG/hW3f152qImbVjd85Cfn+eZVhg/d2e/0Os3VZunb+n2P58/bf+tUSye6mLd1eobHHljaqgW5aYcNqZeCdHS0lJcc801eOaZZwzzPPDAA/jwww+xatUqbN68GcePH8fNN9/sPu5wODB06FDYbDZs27YN//rXv7B06VLMmjXL77VHjx6Nffv2Yd26dVizZg22bNmCSZMmuY+XlJRg4MCBaNu2LfLz8/Hss8/isccec0fUIISQ+kagwr7WL/QXMPUy2MJPP/2E9u3bY/fu3ejRo4c7vbi4GM2bN8fy5ctx6623AgAOHjyIzp07Iy8vD1deeSU++eQT3HDDDTh+/Lg7OsbixYsxffp0nDx5EhaLxed6Bw4cQJcuXfD111+jd+/eAIC1a9diyJAh+OWXX5CRkYFFixbhkUceQUFBgbuMhx56CKtXr8bBgwcDui9PsAUzEECwhVoFZKjVSgeBBDyoQfnVBjyo2btczQIoyPgGd7iw8B/8wIiaBGYIKOBDjQI9BPLzVJP6eV8guJ+/wAWLAOCIWLCFkS0eDEmwhfdPLcJyBlvQpV5potWRn58Pu92uWby1U6dOaNOmjXvx1ry8PHTr1k2zNl1OTg5KSkqwb98+3XLz8vKQmprqFqAAkJ2dDZPJhO3bt7vz9OvXTyOEc3JycOjQIZw5cyYs90sIIbUhVOZcYkyDcixyaYGpqamadHnxVqPFXV3HjMpt0aKFJi0mJgZNmjTRlNu+fXvDchs3buxTbkVFhWbl95KSkhrdLyGE1IZIxc69kIiYJrps2TIkJSW5t61bt0aqKmFj7ty5mlXgW7duHekqEUIuIAQE1BBslKHGREyI3njjjZq14WRTqhHp6emw2WwoKirSpMuLtxot7uo6ZlTuiRMnNGmVlZU4ffp0rcqdMWMGiouL3dvPP/9c7T0SQghpOERMiDZq1AiXXnqpe4uPr37wu1evXoiNjdUs3nro0CEcPXrUvXhrVlYWvvvuO41QXLduHZKTk9GlSxfdcrOyslBUVIT8/Hx32oYNG6CqKjIzM915tmzZArvdrim3Y8eOuqZcALBarT4rwRNCSF3hbwZPTTZiTL1yLDp9+jT27NmD/fv3A04BuWfPHve4ZEpKCiZMmIDc3Fxs3LgR+fn5GD9+PLKysnDllVcCAAYOHIguXbpgzJgx+Oabb/Dpp59i5syZmDx5MqxWKwBgx44d6NSpE44dOwYA6Ny5MwYNGoSJEydix44d+PLLLzFlyhSMHDkSGRkZAIDbbrsNFosFEyZMwL59+7By5Uq89NJLyM3NjVBrEUKIf2owY9bvRoypV0L0gw8+QM+ePTF06FAAwMiRI9GzZ08sXrzYnefFF1/EDTfcgFtuuQX9+vVDeno63n33Xfdxs9mMNWvWwGw2IysrC7fffjvGjh2LOXPmuPOcP38ehw4d0miVy5YtQ6dOnTBgwAAMGTIE11xzjWYOaEpKCj777DMcPnwYvXr1wl/+8hfMmjVLM5eUEELqE66l0Gq70bPImHo5TzRaqek80dpQt3NMg3sXq/XC5EHPFw2EevV+6Ycw6Qk1mhtqUETQP7w1vHYtfsLC7zIT2Xmiw5r8FZYQzBP99MxivPPhvzhPVIcGNcWFEEJI4HAptPBDIUoIIVGKa4oKCR8NxWZFCCGE1DuoiRJCSJTCKSrhh0KUEEKilFCZcymHjaEQJYSQKIWxc8MPx0QJIYSQIKEmSgghUQq9c8MPhWiUYjSJPKAABzW1/yjBTczXv0oNjCOiZotM1yy4Q/QFOwtfYIEQt1WIPWEu5DVIhBBQQ9CeF24LVg+FKCGERCniAn+JqAs4JkoIIYQECTVRQgiJUrgKS/ihECWEkCgldI5FNAkbQSFKCCFRioBrKbPalkOM4JgoIYQQEiTURAkhJErhPNHwQyFKCCFRCoVo+KE5lxBCCAkSaqIXGDWdeB2WCEc+F5GvET6H/Opr2dDfKevBZIY6WHeLwQMCRzh10VCURPShECWEkCiFS6GFHwpRQgiJUgTHRMNOQ7dfEUIIIRGDmighhEQpqvOvtlCXNYZClBBCohQBFSLIpQq9SyL6UIgSQkiUwnmi4YdjooQQQkiQUBMlhJAopUoTrQfzh6MYClFCCIlSQhVsgQZhYyhEiV9qEh0moOhGuhepo6+oUl39ovyNva7aOQgYhSg8qIoKlY5FYYVjooQQQkLOwoUL0a5dO8TFxSEzMxM7duzwm3/VqlXo1KkT4uLi0K1bN3z88cfuY3a7HdOnT0e3bt2QmJiIjIwMjB07FsePH6+DO/EPhSghhEQpaoj+asrKlSuRm5uL2bNnY9euXejevTtycnJw4sQJ3fzbtm3DqFGjMGHCBOzevRvDhg3DsGHDsHfvXgDA+fPnsWvXLjz66KPYtWsX3n33XRw6dAg33nhjrduotigiFMuek4AoKSlBSkoKADMQrOmzHhO0ObeuqNacG+XU46969JpzBQAHiouLkZycXGdXLS0tRVJSErqk3AazyVrr8r4vfg/vrVmOwYMHB5Q/MzMTffr0wYIFCwAAqqqidevWuPfee/HQQw/55B8xYgRKS0uxZs0ad9qVV16JHj16YPHixbrX+Prrr9G3b18cOXIEbdq0Cfreags1UUIIISHDZrMhPz8f2dnZ7jSTyYTs7Gzk5eXpnpOXl6fJDwA5OTmG+QGguLgYiqIgNTU1hLWvOXQsIoSQKCV0S6FVjUuWlJRo0qxWK6xWraZ76tQpOBwOpKWladLT0tJw8OBB3bILCgp08xcUFOjmLy8vx/Tp0zFq1Kg61fD1oCZKCCFRigpHSDY4xzlTUlI029y5c+v8nux2O/74xz9CCIFFixbV+fW9oSZKCCFRinAuhhaKkkaMGOEjtLy1UABo1qwZzGYzCgsLNemFhYVIT0/XLT09PT2g/C4BeuTIEWzYsCHiWiioiRJCCAmE2NhYJCcnazY9IWqxWNCrVy+sX7/enaaqKtavX4+srCzdsrOysjT5AWDdunWa/C4B+sMPP+Dzzz9H06ZNQ3p/wUJNlISMUHhYhtXDtx57pzZkoteztuGjKiqUEARbEDX8Wubm5mLcuHHo3bs3+vbti/nz56O0tBTjx48HAIwdOxatWrVym4Pvv/9+9O/fH88//zyGDh2KFStWYOfOnViyZAngFKC33nordu3ahTVr1sDhcLjHS5s0aQKLxVLrewwWClFCCIlSVDigOMc0a0fNXpRGjBiBkydPYtasWSgoKECPHj2wdu1at/PQ0aNHYTJ5DKFXXXUVli9fjpkzZ+Lhhx9Ghw4dsHr1anTt2hUAcOzYMXzwwQcAgB49emiutXHjRvz2t78NwT0GB+eJ1iHRPk80FNT7uabEB2qi/ojsPNH2qb+H2VR7Le1o8Tqs/nBFwPNELyQ4JkoIIYQECc25hBASpajCAUXU3pxLe6UxFKKEEBKlhC7YAqWoERSihBASpVQJ0VA4FhEjOCZKCCGEBAk1UUIIiVJEkEuZ6ZVE9KEQJYSQKCWUAeiJPhSipF4RyTmHDX2OKudrElL3UIgSQkiUIoQDQtTe9YUvaMZQiBJCSJRSNR5Kc244oRAlhJAoRcABwUkYYYWtSwghhAQJNVFCCIlSBFQIwSku4YRClBBCohQVIiRjohShxlCIEkJIlCKEAyIkU7coRo3gmCghhBASJNRECXHCuXAk2mDEovBDIUoIIVGKEBSi4YZClBBCopSqeaIcEw0nHBMlhBBCgoSaKCGERCmhMudSDzWGQpQQQqIUIURoxkQFxagRNOcSQgghQUJNlBBCohQBFWoDXye3vkMhSgghUUpV3FwK0XBCIUoIIVGKEI5QlRSicqKPejMmarfbMX36dHTr1g2JiYnIyMjA2LFjcfz4cU2+06dPY/To0UhOTkZqaiomTJiAc+fOafJ8++23uPbaaxEXF4fWrVtj3rx51V7/6NGjGDp0KBISEtCiRQtMmzYNlZWVmjybNm3Cb37zG1itVlx66aVYunRpiO6eEEJIQ6TeCNHz589j165dePTRR7Fr1y68++67OHToEG688UZNvtGjR2Pfvn1Yt24d1qxZgy1btmDSpEnu4yUlJRg4cCDatm2L/Px8PPvss3jsscewZMkSw2s7HA4MHToUNpsN27Ztw7/+9S8sXboUs2bNcuc5fPgwhg4diuuuuw579uzB1KlTcdddd+HTTz8NU4sQQkjtcIX9q/1GjFCEqL++y19//TX69u2LI0eOoE2bNjhw4AC6dOmCr7/+Gr179wYArF27FkOGDMEvv/yCjIwMLFq0CI888ggKCgpgsVgAAA899BBWr16NgwcP6l7nk08+wQ033IDjx48jLS0NALB48WJMnz4dJ0+ehMViwfTp0/HRRx9h79697vNGjhyJoqIirF27NqD7KSkpQUpKCgAzxykIuSAQABwoLi5GcnJynV21tLQUSUlJiLe2haKYa11eWcXP+Oij9zF48OCQ1C+aqDeaqB7FxcVQFAWpqakAgLy8PKSmproFKABkZ2fDZDJh+/bt7jz9+vVzC1AAyMnJwaFDh3DmzBnd6+Tl5aFbt25uAeo6p6SkBPv27XPnyc7O1pyXk5ODvLw8w/pXVFSgpKREsxFCSF0hhBqSjRhTb4VoeXk5pk+fjlGjRrnf4AoKCtCiRQtNvpiYGDRp0gQFBQXuPLIwBOD+7MrjTSDnGOUpKSlBWVmZbrlz585FSkqKe2vdunWN2oAQQkj9JmJCdNmyZUhKSnJvW7dudR+z2+344x//CCEEFi1aFKkq1poZM2aguLjYvf3888+RrhIh5AJCQIRkTJQYE7EpLjfeeCMyMzPdn1u1agVIAvTIkSPYsGGDZhwhPT0dJ06c0JRTWVmJ06dPIz093Z2nsLBQk8f12ZXHm/T0dOzYscPvOUblJicnIz4+Xrdcq9UKq9VabVsQQkg4CJ0ptt66zkSciGmijRo1wqWXXure4uPj3QL0hx9+wOeff46mTZtqzsnKykJRURHy8/PdaRs2bICqqm6BnJWVhS1btsBut7vzrFu3Dh07dkTjxo1165KVlYXvvvtOI6DXrVuH5ORkdOnSxZ1n/fr1mvPWrVuHrKysELUIIYSQhka9GRO12+249dZbsXPnTixbtgwOhwMFBQUoKCiAzWYDAHTu3BmDBg3CxIkTsWPHDnz55ZeYMmUKRo4ciYyMDADAbbfdBovFggkTJmDfvn1YuXIlXnrpJeTm5rqv9d5776FTp07uzwMHDkSXLl0wZswYfPPNN/j0008xc+ZMTJ482a1J3n333fjxxx/x4IMP4uDBg3j11Vfx73//Gw888ECdtxUhhARCyByLqIgaI+oJhw8fFk6bgc+2ceNGd75ff/1VjBo1SiQlJYnk5GQxfvx4cfbsWU1Z33zzjbjmmmuE1WoVrVq1Ek8//bTm+BtvvCG8b/2nn34SgwcPFvHx8aJZs2biL3/5i7Db7Zo8GzduFD169BAWi0VcfPHF4o033qjRPRYXFzvvySyAGG7cuEX9ZhYARHFxcY1+K2rLuXPnBAARG9NCWGLTa70piBEff/xxnd5DQ6FezxONNjhPlJALjcjOE40xN4Oi1N7gaK/8FR9//CHniepQb8y5hBBCSEODAegJISRK4fSU8EMhSgghUQqjDYUfClFCCIla1BDN8aTrjBEcEyWEEEKChJooIYREKVXmXM4ECCcUooQQErWESojSnGsEhSghhEQr1ETDDsdECSGEkCChJkoIIVGKoBk27FCIEkJI1EJzbrihOZcQQggJEmqihBAStYgQOdbSLGwEhSghhEQtHBUNNzTnEkJIlGGxWJx7oQv517JlyxCUFX1QiBJCSJQRGxvr/HkPRezcKuekHj16hKh20QWFKCGERCEVFWXOvdoIUQFA4NChgyGqVfRBIUoIIVGIxWLBihUraqmNVmmhl112WYhrFz1QiBJCSJTyxz/+0bkXjBCt0kJPnCgMca2iCwpRQgiJUhRFwZYtW4LQRgUABwATmjdvHsYaNnwoRAkhJIq59tprnVGL1BqcVSVwS0vPhq1e0QKFKCGERDkHDux3m2erRwBQ8cYbbyAhIaEOatewUYQQnItbR5SUlCAlJQWAmfEsCbkgqDKLFhcXIzk5OaI1URSXzmSuJqcKQEVlZSXM5uryEmqihBByAVBQ8L8AtNEqLfTTTz+lAA0QaqJ1CDVRQi406o8mCgCKYnZqmka/QQ4AgBA1GT+9sKEmSgghFwjnzpU49/R0pyotdc+e3XVcq4YNhSghhFwgJCYm4rXXXjOY8lIVWKF79+4Rql3DhEKUEEIuIMaPH+/ck4VolRb6889HI1SrhguFKCGEXECYzWZ89NFHkjYq3FroRRddFOnqNTi4nighhFxgDB48WArAoAAQKCoqinS1GiTURAkh5AJDURTk5+90a6Evv/yyc+YAqSmc4lKHFBcXIzU11fnuwikuhEQ/VUKqqKioXgqpqgAMAhUVFdJC3qQm0Jxbh5w964pDyTlYhFxInD17tl4KUc4HrT3UROsQVVVx/PhxNGrUCIrScDXRkpIStG7dGj///HO9mEDeEGCb1YxoaS8hBM6ePYuMjAyYTBw9i0aoidYhJpMpqrzfkpOTG/QPXCRgm9WMaGiv+qiBktDBVyNCCCEkSChECSGEkCChECU1xmq1Yvbs2bBarZGuSoOBbVYz2F6koUDHIkIIISRIqIkSQgghQUIhSgghhAQJhSghhBASJBSiFwDvvvsuBg4ciKZNm0JRFOzZs8cnT3l5OSZPnoymTZsiKSkJt9xyCwoLCzV5jh49iqFDhyIhIQEtWrTAtGnTUFlZ6ffap0+fxujRo5GcnIzU1FRMmDAB586d0+T59ttvce211yIuLg6tW7fGvHnzQnTn4WPhwoVo164d4uLikJmZiR07dvjNv2rVKnTq1AlxcXHo1q0bPv74Y81xIQRmzZqFli1bIj4+HtnZ2fjhhx/CfBehYcuWLfj973+PjIwMKIqC1atXa44Hcm+B9BNvwtVnCakRgkQ9b775pnj88cfFa6+9JgCI3bt3++S5++67RevWrcX69evFzp07xZVXXimuuuoq9/HKykrRtWtXkZ2dLXbv3i0+/vhj0axZMzFjxgy/1x40aJDo3r27+Oqrr8TWrVvFpZdeKkaNGuU+XlxcLNLS0sTo0aPF3r17xTvvvCPi4+PF3//+9xC3QuhYsWKFsFgs4vXXXxf79u0TEydOFKmpqaKwsFA3/5dffinMZrOYN2+e2L9/v5g5c6aIjY0V3333nTvP008/LVJSUsTq1avFN998I2688UbRvn17UVZWVod3Fhwff/yxeOSRR8S7774rAIj33ntPczyQe6uun+gRrj5LSE2gEL2AOHz4sK4QLSoqErGxsWLVqlXutAMHDggAIi8vTwjnD6XJZBIFBQXuPIsWLRLJycmioqJC93r79+8XAMTXX3/tTvvkk0+Eoiji2LFjQgghXn31VdG4cWNNGdOnTxcdO3YM4Z2Hlr59+4rJkye7PzscDpGRkSHmzp2rm/+Pf/yjGDp0qCYtMzNT/OlPfxJCCKGqqkhPTxfPPvus+3hRUZGwWq3inXfeCdt9hANvIRrIvQXST7wJV58lpKbQnEuQn58Pu92O7Oxsd1qnTp3Qpk0b5OXlAQDy8vLQrVs3pKWlufPk5OSgpKQE+/bt0y03Ly8Pqamp6N27tzstOzsbJpMJ27dvd+fp16+fZgWJnJwcHDp0CGfOnAnL/dYGm82G/Px8TVuZTCZkZ2e728qbvLw8TX4479GV//DhwygoKNDkSUlJQWZmpmGZDYVA7i2QfuJNuPosITWFQpSgoKAAFovFuUybh7S0NBQUFLjzyD9GruOuY0bltmjRQpMWExODJk2a1KrcSHLq1Ck4HA7dOvtrB3/5Xf9rUmZDIZB7C6Sf6JUbjj5LSE2hEI0yli1bhqSkJPe2devWSFeJEEKiFgrRKOPGG2/Enj173JtsIjMiPT0dNpsNRUVFmvTCwkKkp6e783h7Pro+u/LolXvixAlNWmVlJU6fPl2rciNJs2bNYDabdevsrx385Xf9r0mZDYVA7i2QfqJXbjj6LCE1hUI0ymjUqBEuvfRS9xYfH1/tOb169UJsbCzWr1/vTjt06BCOHj2KrKwsAEBWVha+++47zY/dunXrkJycjC5duuiWm5WVhaKiIuTn57vTNmzYAFVVkZmZ6c6zZcsW2O12TbkdO3ZE48aNg2yF8GGxWNCrVy9NW6mqivXr17vbypusrCxNfjjv0ZW/ffv2SE9P1+QpKSnB9u3bDctsKARyb4H0E2/C1WcJqTGR9mwi4efXX38Vu3fvFh999JEAIFasWCF2794t/ve//7nz3H333aJNmzZiw4YNYufOnSIrK0tkZWW5j7umCwwcOFDs2bNHrF27VjRv3lwzXWD79u2iY8eO4pdffnGnDRo0SPTs2VNs375dfPHFF6JDhw6aqQtFRUUiLS1NjBkzRuzdu1esWLFCJCQk1PspLlarVSxdulTs379fTJo0SaSmprq9QMeMGSMeeughd/4vv/xSxMTEiOeee04cOHBAzJ49W3eKS2pqqnj//ffFt99+K2666aYGM8Xl7NmzYvfu3WL37t0CgHjhhRfE7t27xZEjR4QI8N6q6ye//PKL6Nixo9i+fbs7LRR9lpDaQiF6AfDGG28IAD7b7Nmz3XnKysrEn//8Z9G4cWORkJAg/vCHP2iErBBC/PTTT2Lw4MEiPj5eNGvWTPzlL38RdrvdfXzjxo0CgDh8+LA77ddffxWjRo0SSUlJIjk5WYwfP16cPXtWU+4333wjrrnmGmG1WkWrVq3E008/Hdb2CAWvvPKKaNOmjbBYLKJv377iq6++ch/r37+/GDdunCb/v//9b3HZZZcJi8UiLr/8cvHRRx9pjquqKh599FGRlpYmrFarGDBggDh06FCd3U9tcD13783VBoHcW3X9xDU9a+PGje60UPRZQmoLV3EhhBBCgoRjooQQQkiQUIgSQgghQUIhSgghhAQJhSghhBASJBSihBBCSJBQiBJCCCFBQiFKCCGEBAmFKCGEEBIkFKKEhIh//vOfGDhwYNivs3btWvTo0QOqqob9WoQQ/1CIEhICysvL8eijj2L27Nlhv9agQYMQGxuLZcuWhf1ahBD/UIgSEgL+7//+D8nJybj66qvr5Hp33HEHXn755Tq5FiHEGApRQiROnjyJ9PR0PPXUU+60bdu2wWKx+CxnJrNixQr8/ve/16T99re/xdSpUzVpw4YNwx133OH+3K5dOzz55JMYO3YskpKS0LZtW3zwwQc4efIkbrrpJiQlJeGKK67Azp07NeX8/ve/x86dO/Hf//43BHdNCAkWClFCJJo3b47XX38djz32GHbu3ImzZ89izJgxmDJlCgYMGGB43hdffBHQAuh6vPjii7j66quxe/duDB06FGPGjMHYsWNx++23Y9euXbjkkkswduxYyGtFtGnTBmlpadi6dWtQ1ySEhAYKUUK8GDJkCCZOnIjRo0fj7rvvRmJiIubOnWuYv6ioCMXFxcjIyAj6en/605/QoUMHzJo1CyUlJejTpw+GDx+Oyy67DNOnT8eBAwdQWFioOS8jIwNHjhwJ6pqEkNBAIUqIDs899xwqKyuxatUqLFu2DFar1TBvWVkZACAuLi6oa11xxRXu/bS0NABAt27dfNJOnDihOS8+Ph7nz58P6pqEkNBAIUqIDv/9739x/PhxqKqKn376yW/epk2bQlEUnDlzptpyHQ6HT1psbKx7X1EUwzTvKS2nT59G8+bNA7gbQki4oBAlxAubzYbbb78dI0aMwBNPPIG77rrLRwuUsVgs6NKlC/bv3+9zzNsE++OPP4akjuXl5fjvf/+Lnj17hqQ8QkhwUIgS4sUjjzyC4uJivPzyy5g+fTouu+wy3HnnnX7PycnJwRdffOGT/v777+Pdd9/Ff//7X/ztb3/D/v37ceTIERw7dqxWdfzqq69gtVqRlZVVq3IIIbWDQpQQiU2bNmH+/Pl46623kJycDJPJhLfeegtbt27FokWLDM+bMGECPv74YxQXF2vShw4dinnz5qFLly7YsmULXn31VezYsQNvvfVWrer5zjvvYPTo0UhISKhVOYSQ2qEI2W+eEBI0w4cPx29+8xvMmDEDcM4T7dGjB+bPnx/S65w6dQodO3bEzp070b59+5CWTQipGdRECQkRzz77LJKSksJ+nZ9++gmvvvoqBSgh9QBqooSEiXBpooSQ+gOFKCGEEBIkNOcSQgghQUIhSgghhAQJhSghhBASJBSihBBCSJBQiBJCCCFBQiFKCCGEBAmFKCGEEBIkFKKEEEJIkFCIEkIIIUHy/wHsB7HxKi7Y5QAAAABJRU5ErkJggg==",
      "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()"
   ]
  },
  {
   "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": 14,
   "id": "76745db7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:32.908440Z",
     "iopub.status.busy": "2025-05-15T10:48:32.908355Z",
     "iopub.status.idle": "2025-05-15T10:48:33.154924Z",
     "shell.execute_reply": "2025-05-15T10:48:33.154567Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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/5//E29/+djz33HO48cYbceqpp+KDH/wgAOAXv/gFPv3pT+PP//zPcfTRR8NxHHz/+9+HJEk477zzAADXXnstfvWrX2Hjxo1YsWIFxsbGcOONN2Lp0qWeaVYi533oQx/CnXfeiYsuuggPP/ww/uRP/gSu62Lbtm248847cf/99+P1r3891qxZgyuuuAJ/+7d/i9NPPx3vfve7oWkaHn/8cSxZsgTXXXcdUH/433TTTfi7v/s7rFmzBsPDw83AvukoioKvf/3r+MhHPoIzzjgD559/fjO9buXKlbjkkkvmfP8A4E1vehNyuRwuuOACfPaznwUhBN///vfbGptTTjkFd9xxBy699FKceuqpSKVS+LM/+7O2up/97GcxPj6OL37xi/jhD384470TTjgBJ5xwAhByj37p0qX4/Oc/j29+85uwbRunnnoq7r77bvz617/GbbfdNsOlffnll+Pf/u3fsHPnTqxcuRKoG/rTTjsNH/nIR/DMM89gcHAQN954I1zXxTXXXDPjs775zW/i7W9/O84++2y8733vw9NPP40bbrgBH/vYx1rS+2YTi8Vw9tln4+c//zmuvfbalvfvu+8+fOADH8Bb3vIWPP/887jllluQSCTwwAMP4NRTT8W5554b+Nq0w7Zt/PKXv8SnPvWpedGLmCd6HfYfESHKSy+9xD/84Q/zoaEhrmkaP/LII/nFF1/cUjCnXQoer6fTrV27liuKwkdGRvgnP/nJGQVzduzYwT/60Y/y1atX81gsxvv7+/lb3/pW/vOf/7x5zEMPPcTf8Y538CVLlnBVVfmSJUv4+eef31LOdDai51mWxb/+9a/z4447jmuaxnO5HD/llFP4NddcwwuFwoxj/+Vf/oW/7nWvax53xhln8AcffLD5/t69e/nGjRt5X1+fUMGcO+64o6nX39/vWTBnNo3ULD8effRRftppp/F4PM6XLFnCv/jFL/L777+/ZTzlcpm///3v59ls1rdgTrsCO/NVMIfXy9h+9atf5StWrOCqqvLjjjuO//u//3vLcY3Uw507d854fXJykl944YV8YGCAJxIJfsYZZ3T8jv7kJz/hJ510Etc0jS9dupRfeeWV3LIsoXH++Mc/5oSQGSl6jfS6r371q/yss87imqbxVatW8R/96Ef8y1/+Mk8kEvyaa67hfNo9nJ0C2umen3HGGfy4446b8drPfvYzDoC/8MILQmOOWBgI74bvJiIiIiJiQXFdF+vWrcNf/MVf4G//9m8BALt27cKqVavwr//6r/jLv/zLro/hne98Jwghza2BiAODaI8+IiIi4hBAkiRce+21+O53v9uTNrXPPvss7rnnnuYkI+LAITL0EREREYcI733vezE5OdmTNrXHHnssHMcRrncRsXBEhj4iIiIiIuIQJtqjj4iIiIiIOISJVvQRERERERGHMJGhj4iIiIiIOISJCub0EMYYdu/ejb6+vqgBRERERMRhBuccpVIJS5Ys8WyKNVciQ99Ddu/ejX/+vzcARG7jXJlZ2pSAQ2JFEHQvpIITCbz5leAg3O7q57UdAwg4UQDUJj4EDgh3fc+bbxhRpt0TBsptnzPmn8PhfjgM2DvpwK+fjaqqzQchYwyWZc3bGESRZRmyvP+RaZpmV0rIekEImdHK1nGclrLNC0F0P2p0uh+EEORyOaEF3Fe/+lW88sorQs2IwhIZ+h7S19cHEBmUABys+VAncCCR/V9YzmsP3ERcgkTm1uHLC845ynbtSytTB3HZaT7gFxLdkeGw2rVIKTYIWfgdJocDev1axBUdcg/GcOjfDw4CQE1mwbm3JmMErlsrNytJLihd+BhizgHHqf9GKYcsJRZ8DADguBI4q30PZNlBL5yB0f3YT7v7wTmB7eyfpPvR19fX1TFGhr6H7J/t8bqR5/V/SQD2/4AJARgnkCggdekHxTlQtROgtGZUbFeBw11o8sLO1E1HhcsVqLINh8kwWRwJpbqgDzOXUZhOHLJUm1SZbhyyUoFEuzfJms3hcT84KBgUTsA8woUYA1wmQZIavw8ZlLrooqezdaQcsB0KKhFQwuGy2ofL8sIaOMchAChkmYNxAg4ZssQW9PcR3Y/9dLofAOC4qN+XzjeHsdp4u711GwXj9RwCVp9vycSBTGpuOIfLWCgvVMOouFxCUqkgoeiIyQYMJwbTURdmEHWjYjgxxGQDCUVHUqnA5RKqdmLBroXLKCp2EhJxkVQqSCoVSMRFxU42HybdJrof+2EMsB0JhHAoCoOiMBDCYTuSr7t/vmgYFc4JFNmFojDIEoPj0vqDfmFwHALHpZCl2nVQZLe+cqTR/ThM74cokaHvOXWXD7FBCAchHDKp7QfPNPYd+3bM6T/Oed2o0JpRoy4ADk0268ZFqxuX7nx+47+aUdEQkw1oslnza1C3blxo3bh0dww1I5+ARFwklErzfiSaxj5RN/bdG8PhdD/84g1mGBW5tmolBPX/vzDGZbZRaaxaZZkvqHGZblQaq1ZKsaDGJbof+/G7H84BZuwj132vIYAEe8aePAhAYMHhKhwuQ+YOCOGQ4EDG/AXecA6U7TQ4J0grBch0ZpCVLNugcGA4CVA4iMvGvH32dHQnBstRkZArLZ8hUxuSYqNsp2HYcaSUYlfclA6ToNspKMRp/QwCpJU8ynYaen0Ms6/VfHA43g/ewa3Zzqg0aBgX26GwHWnGA38+6WRUGtQe8DXjArCuuY3bGZUGDeNiOxJsh7Zcq/kiuh/7EboftlQLoWYcPQjvaSEy9L2GMxBK0DIRrk8AHK7AgQzKGVzI8xaMVXMPJ+srxypAKZw2Dh5FdsFgoeokwSDXV3fzh+lo9ZWjCUV24UBpPYjWAuIqdgJFO1tfbc/fGFwm1VfyDDFFh0vajIEAMUVH1U6iaGeQVKr11fb8cDjeD9JhVe9lVJrndtm4+BmVBt02Ll5GpUG3jX10P/Yjej9k2YVrybWJLOc9CZicMabefnzEfkjLf4SQ5p49A4XLpLbHBf2Pc1I3KlLdYDHP4zXZQkw263vE2ryMASB1oxJDTDbrQWadj5UoQ1Kp1veIk+B8fsZQM/JJSITVg8w6H0sIQUKpQiKsvmcf3Y+53I92q3kRo9L8xXTJbSxqVBp0y20sYlQadMuNH92P/QS9H2gEV3PSczd+Tw391VdfDULIjP/Wrl3bfN8wDFx88cUYGBhAKpXCeeedh9HR0RkaL7/8MjZu3IhEIoHh4WF84QtfaMkrfeSRR3DyySdD0zSsWbMGt956q+/Y/vjHP+L0009HLBbDsmXL8I1vfKPlmLvuugtr165FLBbD+vXr8dOf/nRO16MdhABS3djrTnzOAWGzA71EI8lrxmX+AsKmB3qJRpLXjMv8BYRND7wTjSQnBHVjPz8BetH92E8Qo9Jgvo1LUKPSYL6NSxCj0mC+jX10P/YT5n7UrteBYex77ro/7rjj8POf/7z57+kFEC655BLce++9uOuuu5DJZPDpT38a7373u/Hoo48CAFzXxcaNG7Fo0SI89thj2LNnDz784Q9DURR89atfBQDs3LkTGzduxEUXXYTbbrsNDz30ED72sY9h8eLFOOecc9qOqVgs4uyzz8ZZZ52Fm2++GVu2bMFHP/pRZLNZfOITnwAAPPbYYzj//PNx3XXX4dxzz8Xtt9+Od77znXjyyScDt2lsuHc6UVv/MBBwlK0k4rIeKtWL89pkgXGKuKwDdWMnikwdqJIJ3Y6BcQJVCldExnIVmI4GTTYhUyewsYxJOnQn3rwWYdxiLqPQnTgoYdAkA4xT+MSGzUCTjBljiO5HmPvBwUDAOIHDAaduVCTKarUjAtwPidYe6pYtQZZd0BDfCc4Bx60ZFVmubcsEMVSUckic1Q0Ta6afBcV19xsVSnlgYylJLhxHgmXT0Kl3LLofTcLcj8b1quXU86bnjvfIjd/T7nVXX3017r77bvz+979vea9QKGBoaAi333473vOe9wAAtm3bhmOPPRabNm3Caaedhp/97Gc499xzsXv3boyMjAAAbr75Zlx22WUYHx+Hqqq47LLLcO+99+Lpp59uar/vfe9DPp/Hfffd13ZcN910E6644grs3bsXqlpbLX3pS1/C3XffjW3btgH1vs+VSgX33HNP87zTTjsNJ510Em6++Wahv79YLOIf/+HrQqUPOSeIKTo4p+AgkIgLSsRvHa/vRYc5dzYup2CcghIWuIDPXM6dDuMELpdqFQOp28YJ3J1zpzOXaxrdDzQj701ez2YgmNN1aIwDHKEKuMzl3Ok0Vm+1qPRgWnM5dzaMkdDXdC7nztA5TO8HB4Ft0/3n8P2Bp2RWMbSrr74WhUIB6XQ60NiC0PMV/QsvvIAlS5YgFothw4YNuO6667B8+XJs3rwZtm3jrLPOah67du1aLF++vGnoN23ahPXr1zeNPACcc845+OQnP4mtW7fida97HTZt2jRDo3HM5z//+Y5j2rRpE97ylrc0jXzjnK9//euYmppCLpfDpk2bcOmll7bo3n333YH+fokVkdAkz0I4LqNwuYxjBl9AbJ6DryIiegWFC4nYeM09FjbivR5ORMS8YTsE4/viIJQ3vRnTvSQNT4vrLkzxgZ4a+je+8Y249dZbccwxx2DPnj245pprcPrpp+Ppp59urqaz2eyMc0ZGRrB3714AwN69e2cY+cb7jfe8jikWi9B1HfF46wNm7969WLVqVUfdXC7XUbfxue0wTROmud9QF4u12vUSYb4V7zjjiMkmEkp3UqoiIhYaCgcysaBSt6W3Q0TEwQ0FIQAlaMYVUACU1LIjXNa9VMh29NTQ/6//9b+a//+EE07AG9/4RqxYsQJ33nlnWwN8sHPdddfhmmuumfHa166+GJQ4kDwedBwSKCgSpIgkqSzASCMiug8BA4PU62FERCwYs1Mh2yRWd4Weu+6nk81mcfTRR+PFF1/En/7pn8KyLOTz+Rmr+tHRUSxatAgAsGjRIvzud7+bodGIyp9+zOxI/dHRUaTT6Y6TiU7niOg23m/H5ZdfPsPdXywW8e/f+1p9370zHLV9eZsrsPnClUCNiOgmBOGCtCIiDmamG3vGFmaie0AZ+nK5jO3bt+NDH/oQTjnlFCiKgoceegjnnXceAOC5557Dyy+/jA0bNgAANmzYgL//+7/H2NgYhoeHAQAPPvgg0uk01q1b1zxmdtrbgw8+2NRox4YNG3DFFVfAtm0oitI855hjjkEul2se89BDD83Y6/fT1TRtRktD1KNIa609Oj/xaoaewkYcVujQsYiIAwsKBzIWvr1pRESvaRh701qYDPee5tH/zd/8DX75y19i165deOyxx/Cud70LkiTh/PPPRyaTwYUXXohLL70UDz/8MDZv3oyPfOQj2LBhA0477TQAwNlnn41169bhQx/6EP7whz/g/vvvx5VXXomLL764aVAvuugi7NixA1/84hexbds23HjjjbjzzjtxySWXNMdxww034Mwzz2z++/3vfz9UVcWFF16IrVu34o477sD1118/YzX+uc99Dvfddx++/e1vY9u2bbj66qvxxBNP4NOf/vSCXsOIiIiIiIMPSmupkAtBT1f0r776Ks4//3zs27cPQ0NDePOb34z//u//xtDQEADgO9/5DiilOO+882CaJs455xzceOONzfMlScI999yDT37yk9iwYQOSySQuuOACXHvttc1jVq1ahXvvvReXXHIJrr/+eixduhTf+973ZuTQT0xMYPv27c1/ZzIZPPDAA7j44otxyimnYHBwEFdddVUzhx4A3vSmN+H222/HlVdeiS9/+cs46qijcPfddwfOoY+IiIiIODyZa/qiKD3Noz/cKRaLuOFbX0YqQT2LObiMwmEK1o9sjaLuIw4ZGlH3u9yTYCHR6+FERMwbtk2xZywBSrlnNT/HYfjyFdd1PY8+qnUfERERERHRAxhfmJiryNBHREREREQsMIwBrnsYRt0fjlBayyemHvmUrJ5zrECHiuqCji8iolsQuNFKI+KwpNkw6HDMoz8cqdVQZp43nICAgEMhNhQSpSNFHBpEBXMiDkemdwWkh0PUfQTgugDjMlyPkjm19b6EKk8DUcGciEOERjBeRMThwuzWv+7C2PnIcxYREREREdFtZhv5hWxXGxn6iIiIiIiILtJLI4/I0B88RMUOIiIiIg4+em3kEe3RHxxwDrgL1PwgIiIiImJ+YLyWQtdLI49oRX/gwzmgO3HwqJlNRERExEGF0+OVfINoRd9rCOqO+VbnPOdA1U6CcQqNWqBwQeH0YpQREfMOhbNgecQREQsNY+SAMPKIDH3vIVQFgQ551gOPc6Bsp8E5QUougUFCnBSRJJWejTUiYj4hYHCh9HoYERHdgQAy7b2RR2Toe4/LCCpOGoRWml+Ixkre5RRJpVp7JDIJOk+D8G49GDlijgvNdSEzBsIBhxJYEoUhK2Bz+LZqjgPNdaHUdd26ri7LYCT87lG3dFXHQax+HSgHXEJgyxS6JMP16lDhp+s60JzaeJu69fHORVdxXcSaurzruoYsw5mDruy6iDsuFG6DEhfHT+5DUbawN5VAWQtfJyJlWlhUriJtWpAZg0MpipqK0WQCpVh43aRlY1G5grRhQanrllUFe1NJFOegm7AcLCpXkDFMKIzBpRQlVcFYMoF8TEPY3bq47WBRqYKMaUF1XbiEoKwpGEsmMTUH3ZhdG2/W2K9bqY93Mh4LravZbk3XNKE5LlhddzwRx0QiHlpXdVwsKleRM4wZuhOJOMbnoCsKJfyAMPKIDH3vIdwC4xqqdhIJpVbetmon4HIJSaUCiTK4jNbXPxJYF26ZzBhyhgGZNbYPag9xiQGaw5EyLRRiGnQ52GfLjCFbf4jN1lUdjqRpo6ipqCrBJi9SXVf10C2pKirqPOkCUF2OBGyUVQVlNdjDnfKaruZ20LVsVFQFpcC6HBnDRKxZdYMAIE3dpGWjrCgoBTSehHNkTRMxp7NuRZFR1FQEeVoS1MYbr+tyQgAJSNo2UnoFS0oV7E0l8GJ/FoyK61LGsWYyj0Xl2eWhXaQsG0tKFYwl43hhIAc3gC5hHKunClhSmu1Fq+kuKlcxkYjhuYF+uFIQXWBVvoClxXKLbrKuOxmP4bnBHGwpwISKAyvzBSwrlFvuStJ2MFLWMRXT8NxgDpYcILiXA8sLJSwvFEFn7TAmbQfDFR2FmIptA/0wlWC6S4tlrMwXWnQTtoOhio6SquDZoX4YSoBnDweWlMpYlS9AmrUz1NBdpip4drAfunp4mMAoGK/HEHDE5SpcLqFiJ1GxkzOMfLdRmIvBqj7NyLcbI5A1TCRsW1hXZgwDVWOakW+vmzEtJC3x6mgSYxjQjWnGuL1u2rLQF0CXcjHdPstG2jQD6Q5WjWlGvr1uyrKRMcR1CecY0PVpRr49KdtG1hBvbUzAMaAb04x8e5K2g5weYLzg6K8aTSPfiUXlKo4b2wfi8X2cocs4jh+baGPkZzJc0bF+dAJUUBccOG58so2Rn8lg1cCJo+OBdNfum2xj5GfSrxs4Ye84JI/vzWzdY/ZNYXkbIz+dnGHixNFxKKK6ANZM5rEy32rkp5MxLJy0dxyqz/2dzqp8AUdOtRr56fRZNk7aO46YLR6btLxQwprJViM/nVRdN24dHjFPkaE/AJAIQ0KpwmUSXCYhoVQXxMgTcGQNU3hN1nCJipA1TFDB7P+0ZUMRrAWZNUxIXEw3ZdnQuqCbtB1ojtgDImNYwroJx0FcVNc0PSdn04k7rvAkreGeFiHmusKTtD7T9pxETSdnmFheKAkdu6JQQtYQG0PatLAyXxQ6dlmxhH5dbIKUsmysniwIHbukVMZQRRc6Nmk7OGoyL3TsSKWKEZ/JToO47eKofVNCxw5WdN/JTgPNdXHMxJRQ0Y+cbmJZwXuy00B1GdYK6qYN8XusMIZjJyYPiyIlkaE/AOAcMB2t+W/T0SBoG+ZEzHaEjQWaK1r/h2rMcYSNRYM+y98QaY4jbCwapEz/8aqu67nibofIeBXX9V1xt+gKjFdmzHdlPJuUwHglxoQnGvt1HRCfJyXlLJA3CACWlkqQXG9dyWU4oiQ2IWiwpFT2nVRSxrFMcKLRYFG5As321iWMC09gGgxXdP9VJwdWCBq3BoNVw/+3EUI3Z5jICHi8Vk6JTYwapE1LaOK1Mh9MN2XZGKqKTbwOZiJDfwCgu3G4XEJKLSOlluFyCVU70XVjH9RYAIDmuL4P9qDGAvXVAPH5g2MhdFXGQLm3EQ+jqzAGyWfS4ef+bofEORTmfV6Y8UqcQ/UxcDHHDRyfRMF93bVaCF2JAf0+Ww79uuHpnm0H5cBA1Vs3OyNeRQwCYFD3Nhhp04IacEIJwNcQ9ZlWqO+an27CdpAM4DJv6vp4LDTbFZoot+j6jFdxmbB3ZzqDkaGP6DaMKGDT9uQlypBUKgti7EXd8NMhACSfh2AYXZHzlIAPX9HzgnofRM8Lfx16c327d9/C6SZ9jEEyoJdg/3nexiuMcUNXx+t9XiLExA8Akj6egm6NN6xuwuf6BvUaNccTYtJxsHF4hBwewFBKkZRLUOn+L5tEAao4KNt90O0YYlIVFBSJ+c6jV+1Q5Uri1PRMtyOqjTA2OS6ZULugq1EDske6HVEcMDm4sCYZkDx0JdUBCzFgVTJAvXQVB0wKp0s8dOXQuhQgnaOtZdkFaxNzwsFAuMd98ZnlegVxeeGrG3JC6T/e7uj6eZbC6oYfr/f7YXX9VqVhvw9hx+MH5+SA6VISGfoeQ7gNSjj4rK+xRDmSSgUVO4Wqk4Ii2bC5Anse+9Ez7r96bIetqGC8s0F2WbjVty2r8HLyuoyEeqg5sgLHw6ConEAO4VJ1JAW2ly6jkEM0nPbTVTgVDl4Moit3Tddpv21AmGd2numTAub3/oGnG+5x66drdEtX6s51MMJeX5/xdGu8YeEccF0CGnYGMo9Ehr7HcMbAQcHaPPEoBRJKFWUrCcIAG3FY81jlweQKFCeY28qmBAYS3rpQoAbUdQmBTvx0bWhOsD04RgiqProybMQC6nIA1VjCsweBRBzEHPEUtKau5q1L4CAeSjcO5rEuIsRFwhFPxWtQVeNwPXR5J13iAlJn93E+FvP83HxM83y/43ma93lhdad8x6uCB6o80ND1Hk9B08BI8BWtn25JU+FS4rtVF1S3oqiwJRooxU9EV1dkmJIknGmzX9f7voWFEMBxKQhhkEN4DOeTaI/+AEeiDHFZ70pTm6oiB3YsVQSK23RLVw+l6z+X1RU5cOW/iqL43hNDluAG1K0qcq2QjAemLMMJUPgFAHRZ8q0WaEoS7IC6hiz5Vt+zJQlWwEp6UzENVZ9iJhVVQT5gZbqipvoWEDIUGfviwR7+FVVBwccQ2ZKE8WQ8kK6uSJiMe5/jSgSjyWQgXVOSsC/hrcsowZ5UMF1bohhPek+sOQV2B9R1KMFoylsXBNidDqbrUmCvn25ICOGQJQbHpXCc3pbIiwz9QYBEGSQS3KXqR6PkpiiWRKELGGRGaL1qmqAupagIVKhihPg+TKdjUypUHY+DoBBgvA6tlRSdb12XEOHqeAVNE570uIQIV8cLostAUBQdbyzAeCnBiwNZoWODVLtzKfDCQFZoSb29PwtbcHLCCPB8v5jujlwGlmC1Ow7g+f6ckO6uXDqQS/z5QbHqgy9l09ADVLt7oT8rdD9eyfQJTcIbbO/PwhG4bq/2pQI903ZmM8GqBAZEkg4MYx8Z+oME6hfhEpKKqqIs8MOwJIrJAC6uqqII/eAsSjEVjwk7NHVZFjIuNqWYjGvCnhBDllHQVF9j5FCCyVhMWNeUZeQFjJxDCfbFY76r+QaWJAnpuoRgMh4Trv1vSxKmRHUTmnAtfad+n/2ctbZEsWV4ELqgEdAVGVuGB32NskMJtg4NCpdFNhQJW0YGfI2ySwmeGRoQrqVvyRK2jAz67jczAjw71I9CXGxia0sUW0YGfY09I8Bzg7n6b84flxJsGR5C1ed+cADPD2QxIeixYJRgy4j//eAAtucy/qv5xvGU4OmRQaFnz65sGrv7UkK6c0GWe2/soz36CJRUFaYkoc9qzfN1CUFZVQLXoweAsqrCkiSkLKulII1LCCqKUl/JB3SbqwosiaKvTeU7lxBUFRkV1d+1PpuqosCWKFJmTXf62XPR1WUZdoKiz7JacspZXbccQteQZYzXdWfnwDNM0w24fWB66PL69kJZVQNvd5iShIlEHCnLbqm14FKCsUQCL2X7Aq+wijEVm5cMY0W+hOFqdcaeskuB8UQCu7LpwLplTcXmJSNYkS9ipDJTlxFgPBHHS9kMjCD13evf381LhrG8UMKicmVGQCwjwL5EHLuyaeHJTgNdkbF5yQiWF4pYVKrOSGtkBJiMx7Arm/HdEpmNoUh4cvEwlhVKWFKuzNhb5wCm4jHszKUD95awZAlPLRrC0mIZS0rllmfPVFzDrkw6cEMiW6L4/aIhLC2VsaRYaXlG5GMqdmUzc2pIFJTaHn3N2AMLv2dPOF+IGmwR7SgWi7jhW19GKkEheaQ1uYzCYQrWj2xFQgkeLBUEynmtex0Ah5A5dT9bCF1S16V1YzyXrmoLogsO2T04dRlBfeU891UJAYfiWlCIjdes9SjIafCA8QHtoIwjYdtQGIdT71YWpEFOx/EyjmRXdIGEY0N1WXNSPR+64LV89YZuRVUCNfQR1lWUQA19vHQTdq0bZWNSLeKqF9GN27VulIzsn8x3G9um2DOWAKUc03+KjkPguBSyVDP2jsPw5SuuQ6FQQDqd7tp4ohV9j6G01peOejg1Wb13nQIdKsTqWYeG1Nqq8Xp3tXnbvVoAXQpg3ubo3dLFwatL5lmXSPWHbwhvRicYJXNqddsJ3jXd2gp/Hqtj1CAHn25VlVGdb5NEAF2VoR8gpm72yn7BPnfBPimiLYQAhDAQj5tOQGorIGJDIcFLPEZEHIgQMLD5m/JFRBwUTDf2fuXE5+0zF+RTIjriugDjMlyPG15b70uo8jQwjwVzIiJ6CYUDOZq4RhyGNIy9bS9MPHwUdR8REREREbHAyDIHXYB25IgMfURERERERG+QgrZfDElk6CMiIiIiIg5hIkMfERERERHRAxYquT0KxotoojkOYo7T7DznEgJTlqDL/vXX/XXdZh69SwgsSRKq6+6p67qI2c4s3VqZ3qDFXKajui7iTV0ORihMidZr4oefGyuui7jjQHH361oSRXXedWvXV5flOdUrUJiLuO1CcV0QcPDGfZujrswY4rYDlVsgxMax+UkUZRt7k0noAYu5TCdhORipVJA2LcgugyNRFFUVY6lE4GIu04nbDkbKFWTqui6lKGkqRpPxOaXcxWy3rmtCaeoqGEskAheJmY7quFhUriJjmFBdFy6lKKsKxpKJORWJUR0XI5UqsoYJ1XHhUoKKomIsGa+Vpg75k1NchkXlCjKGCc1xwep5/+PJRK2RTUhd2WUYKVeRM0xorguGWirneCKOyXhsPspBzIlad7uFyTqJDH2vIajXl/Ka2tXep3BB0bnbV1gkxmoPsVktYGUOaBaQsghKmhK4zabEGNKmNaNCV1OXAUm7Vn0saJtNiTGkLaul+1VDN2UbKKkKjIDV/ChnSJt2a0tVDqgMSNm1HOKgVQIp5+gzrdauWnXdpA1UVBlVJdhDmHDerF7XqmsjaddykytBdcGRMi3E2+gqzEbCruUml0Pp7q+Kx4kLUIa4aSFTKWNZoYzX0knsyGYCFc8hjOPIfAFHFGdld9tAxrCwrFjGnlQS2/szgYrREAaszBewtFhusQlp08IRxTJGU3G80J8LVuSGAyvyRSwrllo6ztV0KxhPxvF8fy5YMRoOLCuWsCJfbKu7pFTBvngMzw/mghWN4cARxTJW5QttdG0sLlcwFdewbTAHO0irWA4sLlVwZL7Q0iGvz7KxqFxFIabi2cH+wFUNR8pVrJ7Mt7Th7rNsjJSrKGoqtg3mYASsPjhfcA7YDl2wbvWRoe8xEgUocSB7Fk+QwEARJ0UkyfyWqiAciDEHROk81SAA0gBMToVXcoQDMe6v24cqNE6FK7k1dWWAe3x7+4BAugAQd/11kwBUToUbngBAzHVARXQZDfQAjrkuqMTBPZ6BibquaCMVANAcF5KPbhyAwmorfGFdd6YuBweZ9SFHFCuI2y6eHh4QW3Fx4LjxSfTr3hUjF5criDkOnh4eEJtEcGDtvkkMVXTPw0bKOuK2iz+ODIoZew4cs28KI2XvwldDFR1x28EfFg2JVbTjwJrJPJaUvJ8PA7qBE/aO4w+LhoQrz63KF7CsUPY8JqebOGnvOH6/aEjY2C8vlLAyX/Q8JmNYeN2ecTy1eEjY2B9RKGP1VMHzmLRpNce70Ma+aeQ5geTRpnk+iQx9j3FZLY/e8ZjbufU8ep2nQXh4F2QrHP26AcrEVmZava61iPGs6YpFlKoAKnENDvX/IecMA1Swj7UGoBrThB48GcMEFexjrQKoaiosAU9E2jQhzV4Ze+jqmirkOekzLUiO2ENCqeuKeE5SlgXZFtc1VEWoo2HKtiBbs3TrK/rZ9OsGlhVLeCXT56u7vFDyNfINcoaJFYUSduX8S40eUSr7GvkGadPCqnwB2/v9O+4tKld8jXyDlGVj9WQezw/mfI8dquq+Rr5B0nZw1GQezw71+x7bXzV8jXyDuO3imIk8nh4Z8D02o5u+Rr6B5ro4dmISfxgZ8p389RkWjvQx8g1Ul+HY8Uk8tXh4wdz40428IrtgLCqYc3jAIVA7nNTriElg83jLavu64is9AiBhMd8e4DHHgeIS4UK3BEDS5JiKe/9tmutAdcR1ASBlMezz6QCmuC5iDgLqckz4GM7aXnRQXQbdR1diDAmbB9M1Gao+upQzJCwOEvA6VBXJs4Qt5RwJs5Nu+wfd8kIJu/tSnqtZiXEsK5aExwoAS4slvJZOeXpOKONYng+mu7hUwStpn4Y8HMLGrcGichWvZPq8G9zw2hZDEIYqOl7O2N6xCyHG268bSBuWbyzAqoC6GcNCzjAx5fNbXlkoBrLZfZaNwaou3HVvLsw28pQCgmuhORNF3R/GxARXbjPOcVzfso0xwZXmdDTXBfEJQY3ZYivj6aguA+Xev6bZndREUBiD5PMrDaMrM94SKzEfuhLnUHw8FvFZnepEoJy3xjTMYnbHPhEkxpHzWan360bL3q4flMPXA5A1zJa4EhHdwaq3ByBjmi0d2kTw001ZFuIhfht+Hou44yBl2cF1q94eC9VxkTaDV0Qcqnjryi5DTjeD6/pc3/mgnZFfSCJDfxgT9GGGRq8Xn4drWF0/AxdGt3be/I9X5Dw5xENdSPcAG6/feQoLboRQd117kQxhhIR07bC63hOwsOP1Oy8ZYsIupNu18XZHN9Gl6zBXem3kEbnuDx5cPv/fDhJye8hv5R1a1/eIkMJ+yapdGm/YhhVdu74+54Ue7xw/t/N53ifSkEnIvroh902Jj+dICjlev7/Tz7MUWjf0eL3fD+qFaer6vN+t6zsXOAcct7dGHtGK/uDAchWwLhj6sP2p/c5zQ+aw+50XNtfcLxo6bP9vv/F26zp0776Fu77dGq9flLUZJJVruq7PeWbAVK6mrs95RpfGaxxg4/W7fmHvm+mTJRBaN+T1E+FAMPKIDP2Bj+moMB0NlMx/1EaQlKsGDiW+BjdozivqxsIvdc/vh94OBgLbJ5o/zAOCA76pcCJR+e10/R7sQVLaZp7nN95wjwNfwxlyvPmYd+BV3icwK6xuwef9zrqxLul6n1fUNLAQcyk/3ZKmIkCsbpOCTxGhsqoESntt6vqMt6rIoZ5peS3cffGDcXJAGHlErvveQyQJlNiQ2uTRG04MpqMiJuuQCEdinvPomcbhUidQoJQtS0gS74AXrnK4JJiuJVFfXaJ1Rxcqh4uA10GiSPi1WFXqugE8gzalSND513UoQdxPVwacmO3rep2tG5NEdJ0WFykHA+ngqSrEVN9qdhVFQSGmImOIB3aVVQVFH0OkKzIm4xr6AwR2VRW5VsXNA0uWMJ6MC6ftob5a3xf3nkA4EsV4MiGctof672I84R1pzijBaDIpnLaH+vd3NJn0PIZTgj19CeG0PdS9QntT3rogwO6+VKBMAUbgrxsWDsgHgJFHZOh7D+MyTEeGpM788RuOBsOJIybrkKkDhymwuQJ7nvvRS0RqrYDWAZsSVIkqtKdNiYSEoK5DCXSqCtV9JlQWDj5yKUFVUFeXFOGgHEZqpT9FdKtUEY5cZoSgqqgQ2cKsUAV9gcargHH/qUyVykhZttCkhwGoyipcAd2KJKPPnKVLWNsNfpcCL/T7546DAC/2Z3HS3jGINAFjBHh+ICuUM729P4vMnjGh/WQO4PmBnJDujmwGWV08qv+FgZxQgZ8duTRyuiEc1f9Cf1Zoy2pXNo1+3WitvtiB7f0ZoWp+L2fSGKzqwtkCO7IZoWJSr6ZTGKrqwr/lXdkMTKU7rntKOULuWs07kaHvNdyB4SZBHECTaysT01FhODHEZAOq7MBlFBwUNuKw5rmygyUD3DV9jadFKaa0GJjg59d0LaR8ImxtSjGpaWCCu0iWVNP1M3IOJZhUY3BFdSnAqIW0j65LCPbFA+pKNtKm951zCcFkPAYniK7sIGOYvrpTcQ22YG68RQFXdpD10WWo6xJBXVLTzU3XJS4wqzKYQwmeGRpAVbDmfUVV8MzQINaN7/M0yi4Fnh0cEK5NrysytgwP4rixfZ5GmRFg22C/cA15U5GwZWQA68f2tZRwnq37wkDON2+8gS1J2DIyiPWjE57GnqM2OdonmDfuSLSp62fst+cyGEslhHRdSrBleAjrx8Z9jf2ubBp70mKrbkYJtgwPYP3ohO8z7ZVMCq+mU0K6BzuRoe8xhLtQJQuGs9891zDyDcPfbYqaBlOS0GfZLQ81lxBUFLnuRg02yShpKiyZImXaUGfpsmm6XsVW2lFWVViShD7TatUFQVWVUQ6hW6nrpi2r5WHJAFQVpaYbMMiuqiiwKUWfZbfUu+d1t29JVQPr6rIMO0HRZ1qItdHVZRklTQkcxGjIMiYSFH2W1ZIDPxddU5YxXtedbTQYASYScewMscKaimvYvHgEK/MFDFb1GVsPjAD7EnHszKYDlzotxlRsXjKMVfkihirVGbocwL5EDDuzmcCNeMqaiieWDGPlVAnD1UqLN2IyHsPOXDpwI56KqmDzkhGsyBcxUqm2THymYhp25tKBG/HoiozNi0ewolDE4nKlRbcQU7EzmwncMMdQJDy5eATLC0UsLlVb0kaLmoqd2TQKAWMxLFnCU4uHsaxQwpJypWVCVVIV7MplhCdRhwKE84VqlBcxm2KxiBu+9WWkEhQOV5rGfraRdxmFwxSsH9mKhCJW7jMsEmPNHxyj/oFsvdalnEFhDITXJiU1997cvR41XQ7CeVd1HYkGnpC01+X16zC/uqSuS3mtK549j7oqs6AQC3uM9cirmdDR+dORWK0hj8IYbEpRVtVgjWE6QFmtgZDiMjj1bnCiteL9dFOWPaPLXKCGMwusSxhH3zTdiiKHCr5tp5uqT4RrXfGUedIFknZtYtnYwuqWq346tk2xZyxRc997XHbHYfjyFdehUCggnfYvzRyWaEUfMQOXijeuORB0Gy1ku6M777Jd1CWho9u9aLSm7YauLUngREIppiJ47bz2uJQEXgGKwCgJHTXvpzuX1rELrcu7qFuKqQhWeFhEt+ZBKR8+i/e2RIb+AMByVVhMQ0yurdYbK/uFct1HRERERBy6RIa+x3AiwXRVxJWZ7vrI2EdEREREzAeRoe81REZMMhGX96fXxWUdBAyGEwcBg0wdEDAo0KFCPFc2IuJAhgjnLkRERMyFyND3GEocaLINMqtgTs3Yc+hOHKpkQiIcCrGh+BVpiYg4SCBgYAFa4kZEHEwwRgDCD4jJbGToewx3XTAuw21ThUaRXTBY0O04VNlGlaeBeS6YExHRKygcyNHENeJQhQCOI4GS3lfHOxAmGxEeaLIFTTa70tQmIiIiIqI7UMJBCIftSAjZYHD+xtLbj9/P1772NRBC8PnPf775mmEYuPjiizEwMIBUKoXzzjsPo6OjM857+eWXsXHjRiQSCQwPD+MLX/gCHGdmRaRHHnkEJ598MjRNw5o1a3Drrbf6juePf/wjTj/9dMRiMSxbtgzf+MY3Wo656667sHbtWsRiMaxfvx4//elP53QNOqFKdlea2sxGc12kTRMDuo6Bqo6sYSDuOKHblzZQ2+na9px1lbpu/zTdhG37tiEV0e0zraZubr50WUPXaOomLXvObTJlxtBnTdPVDSQtC9SnbaofUhd1U5aFjGGiz7RwzMQUludLiAmWQ+1EzHaxPF/C8aP7cNKeMRw/ug8rpoqIhexT3kB1XCwr7NddPzqBlVNFxH36z4vqHje6DyftGa/rFpCYo67iMhxRKGPdWF137wRWTRbm3HdddhmWFGfqHjlZQMqcm1dGcjmWFMs4dnwSJ+0Zxwl7x7F6Mo90gB4GbXUZx6JSpal74t5xrNmXR0Y3Q7emDoossQPC2B8QrvvHH38c//RP/4QTTjhhxuuXXHIJ7r33Xtx1113IZDL49Kc/jXe/+9149NFHAQCu62Ljxo1YtGgRHnvsMezZswcf/vCHoSgKvvrVrwIAdu7ciY0bN+Kiiy7Cbbfdhoceeggf+9jHsHjxYpxzzjltx1MsFnH22WfjrLPOws0334wtW7bgox/9KLLZLD7xiU8AAB577DGcf/75uO6663Duuefi9ttvxzvf+U48+eSTOP744+f9GkldNPQSY8gaZkuVOTAg7rhwCUFBU2EG7MZGeU1Xm12Ss67LLBsFTYURQjdjtFaDa+j2mTaKMRV6YF2OjGm2lvpkQMypGemipkEPWGGN1HVbegowIAYXfZaFoqaiqgSrhEbAkTYsJJxWwxBzXfRZNkqqgooabLuHgKPPtNqWEG3ollUF5YC6AEfatGuTJgCcuAAYEoaJnFPE8kIRr6ZT2JXNBKtNxIGV+QKWFsuzGvLY6NcNLC+U8Fo6hZ3ZtFDd+Om6ywslLC8UWxr95HQTywsl7O5LYkcuE6zVMQeWFUtYke+kW8beVAIvCtajn667pFTGqnyhpdpezjCxrFjGWDKOF/pzgYsILSpVsHqq0FIVL2eYWFosYyIRw/MDucBFhIbLVayeLLRU5MwaFo4oVjAZj+G5wSzsgLUcBis6jprMt1TFyxgWlpQqmIppeG4wNy9FebwgBFBkBtuhsB2pZ53sel4Zr1wu4+STT8aNN96Iv/u7v8NJJ52Ef/zHf0ShUMDQ0BBuv/12vOc97wEAbNu2Dcceeyw2bdqE0047DT/72c9w7rnnYvfu3RgZGQEA3HzzzbjsssswPj4OVVVx2WWX4d5778XTTz/d/Mz3ve99yOfzuO+++9qO6aabbsIVV1yBvXv3Qq0/zL70pS/h7rvvxrZt2wAA733ve1GpVHDPPfc0zzvttNNw0kkn4eabbxb626dXxpMkjzrdXayMJzGGAd2AJPA1yMc0YeMZSFdToQsaOcoZBqtiukVNRUVYl2NA1yELNDEpBTByhHMM6IZQE5OyqqAkqguO/qrROjlrQ0WRURRuxcnRrxutk7M2VGU5UBGZnG7MmJzxeq17ZWwliLNfZzwZx7OD/WLGngPHTkwKdYSbjMfw9PCAsO4x+yYxUvbXzcdUbBkeFJtEcGDNZF6oI1xRU/HHkUFhY79qsoBlRf+OcGVVwR8WDQlXIlyeLwl1hKsoMv6waEjY2B9RKGP1VMH3OF2R8PtFQ8LGflGpgqP35X2PM6Wabjcq5c2ujMc5YDutvekXqjJez133F198MTZu3IizzjprxuubN2+GbdszXl+7di2WL1+OTZs2AQA2bdqE9evXN408AJxzzjkoFovYunVr85jZ2uecc05Tox2bNm3CW97ylqaRb5zz3HPPYWpqKrTugUjOMIWMJgBkDBOSoP8pG0TXtFrqXHfWtYR106YFZfaqv+MYTCEjD6BZAlRsDOKdylKWDa3N6rztGNrU+e9E0nYQE9a1hYw8ACQcB3GfpkUNUlYbD0wHhio6jhAwWACwtFgWbvvaWN2LsLhUETLyqH8nRVujDleqwm1f06aFIwUMIQAMVHQhI4/692zN5JTQsTndFP7bkraDo/eJ6aYNS8jIA0DcdrF2YkrI3Z60bBwlYORR36pcu29yQdz4jZV9r9z4PXXd//CHP8STTz6Jxx9/vOW9xmo6m83OeH1kZAR79+5tHjPdyDfeb7zndUyxWISu64jHW7s47d27F6tWreqom8vlOuo2PrcdpmnCNPf3uC4Wi/XVBYf3t632PoULirnt300n5jiQuQ2BLqNN+mzdd3WoOg6UELoFH13FdaEyK6CugbzkrSu7LjQ3oK6lY8qnT7jMGOJBdW0dtuzdWUxiDHHHDKSbtnRYPrqUMyQcI/D1NRV49gEgnCNpt+rWXPftv/crCiXs6Ut6rmYp41heEO89DgDLikW81peE67HqJIxjRUDdI0plvJpJea86OQL1Skd9wvFqug+G16qTA6sC6o6UdbySdny7BK4UNMYNBqsGUqbl2zhnVT6Ybk43kTFM3/LGq6aKgXZ9MkYtBmUy4f1bng/aufEXip4Z+ldeeQWf+9zn8OCDDyIW6/5FPhC47rrrcM0118x47WtXXwxKHMjwmuJJYKCIkyKSRGw1IIJKXXAt2HRWBZAk3iudMLqKiC5h4FqwqbCIrhJCVwaQgrdRDKMrAUjB24jLhAEaC7QQIQD6YIB5dMiTeXd0JXBAa00g5eAgvL0BkxlDv25gwqOdar9uCHthmmNhwKBuYNSjnWrWbO1e6AflNU/Ebo+2p2mztWufHwTAULWKVzJ9HY9J2jYSIQIOhypVvKR2dhfHbMe3HXQ7hiu6p6FXHReZEIF2wxXd09BLLkdOD761OVypLoihRxtjT8jC7Jz3zNBv3rwZY2NjOPnkk5uvua6LX/3qV7jhhhtw//33w7Is5PP5Gav60dFRLFq0CACwaNEi/O53v5uh24jKn37M7Ej90dFRpNPptqt5r3NEdBvvt+Pyyy/HpZde2vx3sVjE/+//fg2My3A8Hq8uKBgk6DwNwoMFbHkRN/TAkeQEgEljcDwiSmKmDhLwAUwAmESD47EiUk0DJITPyyaaZ2OWrGWABHywA4AFFZZHzELGNEEE3dXTceAdoJi2TJCABgMAHK54xkL0WRaIoIt/Oi6XUVU6P9hTlgXSzhARF6Cdr3vSsj0NfSpkFLlf9HnKChftnfSJlg+v6zfekNfBZ9ulW9fXr0985/O8r1+yHuQZWHeO2QhBmW7sXXdhCkb1zNCfeeaZ2LJly4zXPvKRj2Dt2rW47LLLsGzZMiiKgoceegjnnXceAOC5557Dyy+/jA0bNgAANmzYgL//+7/H2NgYhoeHAQAPPvgg0uk01q1b1zxmdtrbgw8+2NRox4YNG3DFFVfAtm0o9Qfjgw8+iGOOOQa5XK55zEMPPTQjHdBPV9M0aLPd0xwC7U9JvY6YBDaPt4wwKVSKG+eSZ0UzwqSQqWiyty6nIEH8ynVq4+183WrjDa5LIHvrchuhJuy+43VC6vqN1+m4wp6TLnM9vg+d/xC/tMOwaYm+ugEnqft1vSeLorElrbre54nGzbSe56Mbcrx+5x1s4+0GDWPP3Pnp2uhHz4Lx+vr6cPzxx8/4L5lMYmBgAMcffzwymQwuvPBCXHrppXj44YexefNmfOQjH8GGDRtw2mmnAQDOPvtsrFu3Dh/60Ifwhz/8Affffz+uvPJKXHzxxU2DetFFF2HHjh344he/iG3btuHGG2/EnXfeiUsuuaQ5lhtuuAFnnnlm89/vf//7oaoqLrzwQmzduhV33HEHrr/++hmr8c997nO477778O1vfxvbtm3D1VdfjSeeeAKf/vSnF/Q6zgU35N33ctMCtb7w3dBlJNyAfXVD9kH3+zvDXgdf3bDj9TnPDXl9uzVev/a4Ydvn9ko3bBvhrunK3vc7/HXokq5PKpzf5873eOYKIYAkLcw+fc+j7r34zne+g3PPPRfnnXce3vKWt2DRokX48Y9/3HxfkiTcc889kCQJGzZswAc/+EF8+MMfxrXXXts8ZtWqVbj33nvx4IMP4sQTT8S3v/1tfO9735uRQz8xMYHt27c3/53JZPDAAw9g586dOOWUU/DXf/3XuOqqq5o59ADwpje9CbfffjtuueUWnHjiifjRj36Eu+++uys59N0izBfcJcS3r3yY3FSXEM/tAIT8ITMAtt+DhwYfLxfRDXF9eVcN0fxfX5HxhB1vwafveT5kX3R/3XDNy/1SDf2CTcPqFmNaqMDxvE9sVFFTwULM0fyuX0lVQk3+/HQriuL7m2yv27uy4iHXAsE/p9d59Iczvc6jlxnDUFUshahBUVVRUb3jBKS6bpDvsEhuOuUMw5VgumVFQcknAphyjuFKNZCuSG46AcdwWQcN8BiuyhIKPg9gAo6hih7I5WjIEqYEgl6HK9VAuqYkYdIn+wAABqtVKLNcr53y6FE3Mr9fNOS9q8WB1+0ZCxQwVlEVbF487LtbdsLecWQDBIzpioTHlyzy1T1udB8GAgSMmZKEx48Y8fU6rR2fxLBgmiHqk9TfHbHI1+AeNZHH4rJ4ALBLCX57xCLfXPojJ2sFjkRhBPjdEYt8FxErpopYIZhC2dB9YskIjIBFsPyYnUfficMmjz6idziUohygGptNKSo+6TgA4FKKss9kYOY4iO/kAXXXvWhBGdS9BCLjYPXKf8F0/Y/nICgGWC0wQnwnJQ3dIONl9QmaCEEK4HBAeBwFTXzVyQjwwkBWKHTlhYGs8KqTEeCFfgFdAC/25wJtbb3QnxPS3d6fgRNgNfvCgFjVvR25TKDV7Iu5jNCqelcuHcjTsz2XESqY81ImDSOA529nNiPkKXwl04dqAKP9ciY970Y+CG7Y/dOARIb+MKekqagKVLuzKcFkXBMIHKxRVlVUBH5ADiWYjMXABXUrqiI0OXEJwb54DFzQN6YrCkoCkwKXEEzGY777/k1dWUZRcLIxGdeE4xBMWUZBU32NJ0NtvH7bLU1dSUJewBXM65XmRHVtQV2XAs8MDQhN/ACgrKl4Zqjf1ygzAmwb7BeeeFVVGc8MDfoaQ0aA5wZzyPvkdzcwFBlPDw/6blNx1CYlkwnv2gcNLFnCluEBIWO/PZfBuEd64XRsiWLLyKCQsd+VTWNvX1JI15UItowMChn7VzIpvOaRtjgdRgmeHh6ELlDtbndfEi97pC12G8chYGxhTPABUev+cEaSaj3pJY88eg4JFBSJec6jb+DEgSpjUF23pfZ2Yy/akijiMDtJtMWNAVXVXzcWUJfFgIrKoLmsJSKZA3AkCjOELteAisqhOW57XUphyRQaTATaba3rqo7b4hafrqvCRKDdQhWoKBya67ZEJPO6G9WUpeC6ClCRfXQlCQqxECjZs66rui5kxsHBQKZ1ZZxIxLAzlwncS2AyEceTi0Zw5FShrVt8Mh7DjlzGtzjMbKbiGjYvHsaqfBGDbbaMpmIadubSvsVhZlOMqXXdAgarestvoxBTsSObQSng3nFZU5vjHapUW3SLmoqduXQgrw0a2x1LRrByqoiRSqVFt6Qq2JXLYEpwstNAV2Q8uXgYK/M13dn1+cuqgl3ZdOAcd0OR8OTiEazIF7G4XGn5DlcUGS9l056pm93GcQgcl4LShQnGiwx9j+Ec4Nx7F5eDgoPA5grsLvWjtwmgy7VUE4nX1tesboQ4fAr39UjX6IYuDi5dADAlQKIclHPQedalEofE2ujOQbuhKzMHFMDOgRym1GCu59noqoytIwNQXIY+04LCGGxa2woJ2hBlOoYi49mhfij9+3Wd+hbLXBqimIqEbUP9kN1ah0DVremWVXVOtdctWcJzgzm8mMsibVlQXbe51eRZXc8HW6J4YTCLHf0ZpM3pusqcXN+ORPHiQBY7chn0mbUyyS6pbeXpshysudE0XEqwoz+DXdl0U5cRgoqi1Fz7CxQE146GkZclVv9VdZ/I0PcYxmqGnHl882qGnsJGHFa3v6FE2Dsf6R4OuujeBh+lDmRiIR/XYM/Th9gS7UqVs27pOhL1LaUcBlcigVfYQrq0O7qMEhTiGoIVxu2dblimG3lZ5ghRnyoU0R59REREREREl5lt5BeSyNBHRERERER0kV4aeUSG/uCBhSjRGhERERHRW3pt5BHt0R8cuIzCDVODPCIiIiKiZ7gugct6a+QRregPfFxGoTvxUM1nIiIiIiJ6A+e9X8k3iFb0PYZQCgIG2ibNwmESqnYCEnEhUxsKdKio9mScERHzDYEbrTQiDlk4xwFh5BEZ+t7DiQLGLZBZht5hEip2EhJxEJOqcLkKhdhQSLie1iJQziGzWhEaUq+q5lJSL9kZPkbg4NetlfWdqy7hHMoC6PK6rj0PujJjzbx/Pm28opUM2+qCQ3YZJO4CXMKafB4FiWEsFZ9Tzrviuhgu60hbFmSXwZFqJZPHkvE55bwrLsNQpYqMWdN16/n5Y4nEnHLeZZdhuFJF2rSg1HXL9fHOJTddcjmGqlVkDBPqNN3xZDxwMaIZuoxjsKojaxhQnZpuRVEwnkwELkY0Hco4hqo6soYJ1annu6sKxpNx4QqJnXQHqjpyhgnNccEJQUWVMZ6IBy5yFIZad7reG3lEhr73MMZQcfpAaAUSrRl7l9G6kXcRVwwwLoNxCVWeBrpQMIdyhqxhQXPbV2lyCUE+pgXuQkY5Q8aoFavopFuIaYHbbBLOkTFNxB0PXU2FKVDad7Zu2jSR6KDbqIlvBNUFR9qwkOiQNMvqNfH1ELp9poWE7bQ1u7F6NbRqgH4GNTj6TBtJ226rywGUBJobtaPPspC0arqNpjaJqoFBh2NVvoCXsmm8ku4LNj/hwPJCCcsLxZaqbUMVHSvzBbyS7sNL2XRg3SOKZawsFFqqtg1WDazIF/FaXwq7smnwIN3YOLCkVMaqfLGlaltDd3c6iZ1ZsTr30xkpV7F6sgB5Vs/3waqBlfki9qSS2N4fXHeoXMWaqQIUd5YuDKwolDCaitf7AwTTHajoOGoyD3WW7oBuYHmhhPFkHC/0Z4Xq508npxs4eiLf8kzr14FlhTImEjG8MJCbU5EmPwg5MIw8oj363kO5DUpcVOxkLehumpFPKNWutzGUGMNg1eho5IFaNbd+3UAsQHUHymu6nYz8dN14IF2OQV3vaOSbuoaJuC3e1YxwjgHd6GjkG5+dM0wkA3RLI+DorxodjTwAUHBkDRMpS9xbQ1C7dskORh71tXzGtNAXQBcAcrqJVAcj39BNWxbSZrASwznDQMrqrEs5sGqqiGP2TYlX3ePAMfsmsTLfauSn664olHDsxGQg3TWTeayeajXy03WXFcs4bnwSJECBs1VTBayZLLQY+QYEwBHFCo4fmwDpcEw7ludLOGZiqsXIT2dxuYITRidAA+geUSjj2ImpFiM/nZGyjhP3jkNyxXUXFys4bnyyxchPZ6hS0/X67NaxVLF+dJ/nM22wauCkvWNQPX7vhxKRoT8AiEs6JOKibKVQtlILZuQBIGuYQm1JSeNYj4dIGF0AyBim58Op9VhBXdOCwsR+yBnThCI4hrRlQfF4iMw41rCgCur2Wbbnw2nGsabt+YCcTsqyhSdpfVZnD8xskrYjPElLWhZigg/VkXIVS0piLUyXlMoYKYu1Zx2q6FhWFGthOlKpYklJrK9Ev25geaEodOxgRccywfasWcPCqryYbk6vrdhFSJsWVk+K1YrLGCZWT4kdm7JsHDU5JXasaWHNZF7o2KTt4OgJMd2E5eCofWLHxm0Xx0wEmFQexESG/gCAEECT96+ONNlcECMfcxxhI4S6sU8JrGY1x4EWYAZe0/VfdaquK2yEmrqm/3gV5np6CNqRFhivxJjnSr4dfaagbgBvBeoG3A/KWSBvBQTHSzgP1DMeqK3A/VadlHGsyIv3HgdqLv5OK+kGhNVW3UFYViz5rzo5sCofTHdJqey/6uTAkVNiRr7B4nIFcdv/u7kqoO5wRRf6Dq2aKgbaRRnQDaQN/+/aynyho2enHTnDRM4I5pk6GIkM/QGAy2ktup66kKiLqp2AuwDtC4O4zGee4/1LCuLi33+O65tCGErXbe1E13KMHdx9p7rM17sR5voqjPl6N2rXKhgy475eiDC6Eq91o/PUdYPrKi5D1mjtRDednG4Ie2EaSIyjv+rtAciaprC3pAHlwICPbtq0EA/4XaO85onwImnbgSdogL9uzHaRFpjIzWa47J0ZpLgslHEdrnjrSqy2nRVcd/47gh5oRIa+x3AQ6E4thS6pVJBUKpCm7dl3kyD7Xg1I3Wh46gZ8+DZ1fcYTZrwAfA2nqHs/sG7I8fpdv7Dj9dUNO16f8/zuayf6fLwxIt6lMOcFiZVYGF3v88JfBz/dbl2H7ty3pGUHWs03dQW8fgc7UdR9j+FEre/JV5ru+oRSQdVOomInkFSq9RU0B4ULivlsd+SCh4gMpdwGRedIeRpWFw68GvYS4sxhvB66cMGDRFPVkeB4zpRr4w2uWxuvhy7cWsR6UF04oB5r69p4Q+gS21OXor1u7bXO98XPEyMLxoDMxi92xM+13/k873stGrMS9DzRuJnW83x0D7jx9ub6HgpEhr7HSJQjKRehTDcIBEgreZTtNHQ7jrhUAYWLOCkiSebPzcRjDsJ8x2OSBa/S+0xzQUIIa5IF1cvHq7ngIR7CmmxC8Qp6CKmryCYkD12ihtOVZQlJD12qMvAQD0tfXYWBdwox99KVKJKk89SEqu11OTiIR2lnv5x6K2RqlE29zwur65d+GjQ9tfu6ftfhQNPtzvch7Hj8YJyEeg52g8jQ9xjOLHDIcGavbAgQU3RU7STKTh80yYLO0yA8fAGJ2RC3loMdBEYIynLcc5u+W7pwLSStYLocQFmOg3vMTLhrQwnoThTRZa4dOAiNA6hIcTCPFbLLnFB7pxUag+th5FTmIBtGNx6DwzvrKsyF1i4Vj7gA7TyxKPgUNclr4fqi52Pe5xV83u98nvd4CyHH63cdCjEVPERpJL+/s6iqYASB3eF+f2dZVeBSEthz4jfeiqLApjTw1qHf9Q0NBxyXglK2IMHVXkSGvtdwdPyJEgIklCrKVhIOl8Eggc3jLavKFElLLDWpQUVRfMdQkSkSlh7owaML6FYliiQPpltVZLjwnhxVZYqU6WVaW9FlEV0JKZMFCoQxZAkO8dbVZQl9JvN1bc/QlSTY1PuBZsgSmMkCuTIticLy0TUlGS5xO8R2tP+ssqqg5PMALmkqyqoSaM+3qsj+BkNVUIipyAhEeTcwZAlTsZj3MYqEybiGfl08EM2SKPYl4p7H2JKEiWTcN7huOg6lGE8kPI9xJYLxZAIjPsF1M86hwFjKW5dRgtFkQjh9EQAYAfb66IIAe/sSWFYQS19E/du3ty8pfHwQKOVwXArboVDk3hr7KBjvAIcQIC7rXWlq41CKSoCSmDYlqApUQ3MpDVQ1zaEEZUFdkeOaxxOCkuo/W2eE+hqVmccTlDT/cXBCUAyiC7HxcpBAqxBer5DnT3Bd0VVqkNUsI8AL/Vn/JSoBXuzPggk+QDkEdRFMt3G8SHW87bks3ABP3e39WaEqdjuzmXopZVHdDFxJRDcdqHrczmxG6PiXsulArvaXsmmhMsYvZ9IwApQ7fiWTmlNZYD9k2QXnBLZDQ22TzheRoT8IIASQaHcqOBU1FbrAD8OhBFOxmHCN85Kqoiqg6xKCyQC6ZVUVmpy4hGAyHgMXnEZXFAVlgVKxjBBMxjUwjz3p6eiKgpLA5IShpuvlWp+OIcsoCuhyAJNxb5f9dExZFjL2HMBUTIMjqGtJEvIxzXe6ygjw3GA/Sj5u8AbFmIrnBvt9jTIjwPODORTiYhOOiqrgmSF/3cbkYTLhvZpvoKsynhkaFCoVuyOXwXjSezXfwFAkPD08KGTsd2XTGPVbHdexZAlbhgeEjPcr6RR296WEdG2JYsvIoJCx392XrJVFFsClBFtGBoWM/WgqgV3ZjJBuWCgBlAPA2Eeu+4OE7nl9CPKxGCzbRsqyW9y2vO7uLKmqsNFsUIjFYDkO+kxrXnWLWq3ufp9ltbiDed2tXtIUYWPcoKSpsCRaa4rSRteQJRQ1NbBuWVVhU4o+y27ZP2zollRV2Bg3qKgqbEmqNUVpsy9pyBKKIXSr9b3OtNm+qp8hSShpqrCRb6DLMpw4Qdqy2uapT8U07OjPBK6hP56Mo6oM48jJQtv87EJMxfZcJnAjk8lEHE8uHsGRU/m27vaipmJHLoOi4KSkwVRcw5OLa+MdaJP3XVYVbM9lhCclzfHEVDy5eASr8gUMVlq3uCqqgh25NKbiYpOS5ng0FZsXD+PIqQKG2uhWFRk7s2nsE5yUTB/P5iXDOHKqiKFKtSUWQFck7MpmMJ6IB3oA6oqMpxYPY+VUESOVSouuIUt4KZvGaDLRzQdrE0prxt52pJ658QnnB0hY4GFIsVjEDd/6MlIJ6tnlyGUUDlOwfmQrEkrwghBBUFwXMqvtV7uUwJKkOXUqm6HLOQjncElddx6+7Qqr7f3Ot67MGBTGmrq2JIHNsy4jBJZEA08cFlJXYgxq13QtyMTCuH488koGxhw6wTWI2S766iWKbVrbkplLJ7gGquPWSiq7Lpy67ny4fFWnVpRGbeiqdd05ftUU10XGqOk2trwqijIPugxpw4Q2z7qyy5A2TcScmm5FkVFW1TnrSm6tAVbMceBSiqos17bpumxobZtiz1gClHI05sOMAbYjgRDeNPaOw/DlK65DoVBAOp3u2niiFX3EDGxJmlOrUE/deVcFbCrB7sIGlENp4BXroajrUgq9S7omleEShslEDJZHXYYgGIoEQwm2shTBkiWMy93RneiCbiNAb/51aeCVuwiORDHpE3QYBlciwtsq3abdyn6hiAx9j5EkgBIHEjrfdA4JFBSJec6jj4joJQQMbJ4MfETEwcBsY088nvvzSWToewznAOdeddtqNfE4CGyuwO5CP/qIiF5A4CJg+/KIiIOe6caesYWZ6EaGvscwVjPkXlncNUNPYSMOayGiRyIiFgAKBzLC1VOPiDiYaRh701qYxLcovS4iIiIiImKBoRSQpO6kTbd81oJ8SkRERERERMQMaIgmXaE+Z0E+JSIiIiIiIqInRHv0EU1kxhBznP159ITClClMaW5fE4kxxGfoEpiSBFOeu27McWr543VdS5LqVbHCxzJ0V9eFzFzQabqmPLdaBZQzxB0XslvTZSCw5Np456obc1woLgMFn0ddXr++NiRqYVWhgILCMZ6Iww3ZgQwAJJdhqKojbVqQGWvmpY8n43Dmoss4Bqs6MoYJmTG4lKKkKhhPJgKVh50NZbw2XsOCwly4lKCsqhhPxIXKvXrpDlR1ZOr5+S6p6ybnQVc3kDFMqK4LRggqqoLxRGJONRBIXTc7S3ciEZ9brQIO9Os6coYJzXHBCUFFUTCeiENXDwzTx7zagM4jB8ZfG9FTKG8UlZi9X+QiaQM2tVDQtMD59aSuG2/RBZK2A6euG7RNJAFH2rCQcFo72SVtBy4hKMQ0mCF0+8xa573ZP7+mrqYGnqDUdG0kbLujblFTYQSe+HD0WTaSVqtuwnHA6rp6iAlVyrKQ6qQLgqKmQBcoGTybpGWhr67LiQtIDMmqjhGHYfVUATuz6VoZ1SDPPw4cUSpjZb7Y0hFtEao4Mp/Hy5l0rYxqQN1F5QqOnCq0VEocAXDkVAEvZ9J4ORNQF8BIuYojpwpQZlUIHIGOVVMFvJpO4aVMBh5NAdsyVNGxejLfUnlwpKJjVb6A3X0p7MymheryT6e/quOofQVo7qzfckXHyqki9vQlsSOXEarLP52cbuKofVOtz56KjlVTRexNJbC9PytUMng6Gd3E0ZNTiNszdYegY2W+iLFkHC/0Z+c0sZwrjAGuG0XdHxZQWssnph75lKyec6xAhwrxTlJCnw+OPtuGBA7e4dsgA+i3DZSJ4tvLe78u0GdbnroSgJxtoEIUWIK6BKiVvvXQpQCytoEqUWAG0E1ZFhTOAbl9TzUKIOcYqBBZeBIhqpt1DFQhB2rIkbLsWonaDroEQMYxoEIKZOxTtoCua0AlwXSTtg1tmi4nbIaBlBjHmskCEraDFwWbz4ADaybznp3QJAasmioiYTt4biAnbJRXTRWwrNi5ExrlwMp8EUnbxrOD/cK6K6aKWFEoeeouL5SRshxsHRoQNvZLC2UcOVXw1F1aLCNlWXh6eFDYKC8uVnDUZL7j+wTAklIFKcvGH0fEdUfKVRwzMeV5zKJyFSnLxh9GhoSa8ADAYEXHseOTnrdjuKIjadn446KhOXllwtKskhfl0R8eEAIQwjxvOAEBAYdCbChkftOR4o4DSji4gH1Jug6qkizkto0F0E24DkBlodK1MceBJKgbr+uKlK7VHBcyYWK6zAEkQV03gC53AMhwBXRV14UiqBvjDjh3hGreq64LBeK64I5QRT6FMahwZ+hyMJA2VmxJqYKSpgo1XllUrgi3Ox0pV1FSFexO+zdeGaronkZ+9rFltYRXMv6NV/qrhqeRn3GsbmBFoYBdOf/GKxnd9DTy08kaFlblC9jen/U9ts+wsMbDyE8nbdaOfX4w53ts0rJx1D5vI98gZdk4enIKzw71+x4btx2snfA28s0x2A6OmZjC08MDC1LzvsH0Urh0gaLuI0PfY1wXYFyG61Eyp7bel1DlaWAeC+ZojgOlTRMQLyTXv5+35rpQ2zTr8EJ2JeR9+nkrrot0UF1H8m3iITOGtC7eyxsAFIdiMu5dslNiDH3V1iYgnro2RdGnFCjlwXVVm2DCp/845Rx91WogXc0iKCS9dQk4hivVlsjfmuu+dfsF9dX0WCLu6WKmjGNVvhhgtMDKfAl7U0nvVSevfX4QlheK2JNKescCcAgb4wZLi2Xs7kt5761zYHVA3SXFCl7rS/n2ATgyXwj0fVhUruLVdB+qPnvgq6aKLc1mvBiq6Hi1z/LtargyH0y3vx4bkA/YQCgss+vdz94J6RZR1P1hTLs9bj/iAufE7OC6MccF8WliKvLZs9FcF8Snb1M4XQbKvd1ucad1r98PlTFIbTrGzdC13cC6CuNQmPdTRQsxXolzqD5PK81xAz9oVJe17UQ3naxhtuxx+yEz1rZj3HQyRrt4FW8kBgxWvXVTVi3+IwiUA0NV70lo3HaQsoJ1kiB197UXml1rjBOU4Yq3h0VxGfoDTtgBYLjqvW3ZCEIMrFuZ3+3QTrRrarNQRIb+MCboQxL1B4TsY4j8DEpHXZ/xhB1vuxauc9UVOc/vczvRrjXsTN1wywC/69uudawIvtchpK6f8eozw21jpXzO67NC6vqc12eGa+vkq9ul8fq933k83n9n0ElJU9fn+qUsO9BqvqkbcjxB6KWRR2ToDx66UVYhbK0GvxVymB8bBL6M3h0BOuM3Xr/3O49nbp8b9ryw94366Ya9vj7n+X1uJ/wmlHJoXe/z/N7vfJ7feMNNeGZnEgT93NC6Ia+vn66fxyrseVLo8XY3IK7XRh6RoT844Bxwu9D8gIW8+35BaCLBZGHOC9sP3u+8w0bXJ2gubJ953/GG7FzjFw1thYyW9jsvvK73bzRoGmkDm3ZJt0vXwS8z52Ab71xgvPdGHpGhP/DhHNCd+JwKlHTC8nmAtMMlxDd6O0w/ewbiG70d5gHB672uvXWD/ww44JsSGPaB5muIQhY98R/vgWXgCpp3gJTf+50o+gST+gWbdtTVvAPF/N7veJ5PAFpoXZ/zSqoKFuKx4zfesqrADfFV87vfVVmBE2JSGfZ+i+AcAEYeUdT9AQBB3Wy0up04B6p2EoxTaNQChQuK4IFjndAVIB4w7FNXZd8xGAqQCBjMpCsCujKQCBiIVlVkEHifYyoAC6iryxII8dGVAWYF0zVlCSDedRUsmcMlLNBWhiVJ4NRb15Y5XMoCudptSsH8dCW01eXE7bgpVVEVIcNZUWQkAwS46YqEKZ8He0VRUFKVQHu3lkSxzye7Q1dk5GMqsgEC3GyJYtwnC8OSJeyLx3yDDKfjUoIxn2wJR6KYSMR9g/amwwgw6qPLKMFYIonFZbG0yKZuKul5DKfA3lQSSwXTIhvs9dENC2PkgDDyiAx97yFUBYEOedaDknOgbKfBOUFKLoFBQpwUkSTiPw5fZMCOM+E9PkYAyDKSfkV7JMCKM+FgNE4ALqhrJ5hwcJewLgGsBBMORuMAmCIjCZ8HYAhdV5aRJP4PVivJoQlOpjgAR1Q3EVRXQpL4GxgzwVsi2Tk4SJuEfQ7gxf6Mf24zAV7sz+KE0QnhydSL/QIFc+q6J46OC8ebvNifFao2t70/i9ftGRPWFa02t6M/g+we03d/vMHObFqoLPDObAb9uin8jHgpmxbyOO3K9WFQ14V/y6+k+4TK7L6c6cNQRW+t4NeBV9Mp31TA0BBApr038ogMfe9xGUHFSYPQSvML0VjJu5wiqVRrdfGYBJ2nQXjwsqNeVClH2rJ8fxiMEORjGlzRMl0UyNimr9Fo6DqiugToc9uX1W3VVeGIVH6p66aYf/oTA+rjnV9dXnch2pCEIy+T3ELS8tctaiqsTmXu2pDgFlICuiVNhRlA1+H2zFUycQE6a4IL4PnBnLA7tRDX8PxgDkdPTPna7xf7M5gSzJcuxVQ8N9iPYyYmfY3yjlwGE0nvVXeDiqrgmaF+rBv3130p0ydUNAh1b8EzQwNYNz4Bycd2vpJO1coMC2AqEp4eHsDxYxO+QYq7+5K1MsMC2JKELcMDWD+6z3dBMJpK4KVsWkjXkSieHhnA+tEJ3wn2eDKOnVn/YkRhoYQfEEYekaHvPYRbYFxD1U4iodRWnlU7AZdLSCoVSJTBZbReBFcC68Itm4opSFp2LT1l1lObA9BlGSVNDRwENqXJSNCa7uyIWF53f9d0g23YFTQZFq0ZjXaRtrosoRhCt6jKsKmDPtNqq2vIEoqqKlRhbrauRZ1a6d42D0tDqo03qG5JkWERB+kOumZdV6Ry3XTKigybuugzTShtdC2JoqipvkFis6koMmyqIm1a0x7u+/WLmortuYxvUZTZjKYS0GUZR07lkW6TglVWFWzvzwTeix1PxqHLQ1g9VWibT15RFezIiU8eGkwm4nhq8TBWT+bbuvGriowduQwmE95bAbOZimt4ctEIVk/l0a+31iDQFQk7s+KTkgbFmIonFw9j9WSh7faAIUvYlU3XtgICPCLKWk33yHwBQ222ByyJYlc2XXOtB9CtqEpNd6qmO/tUS6J4OdMXvKfCQQzhPGROQsScKRaLuOFbX0Y8LsNwE6Ck9vBjnDaNPAC4jMJhCtaPbEVCCV5oQhQCDtWtu/I5h0spLEkKHeW9n/26pKlLQ0d5T0d13a7oKq5b617HORilsCgNbIgPCV3mQnZr++vzqSszBtU1IVMb+6rrMKVk5+5C5UDCdpA2TSiMwaYUJU1FRVHm/ECPW7UJleq6sClFWVVQVtW569oO0vUucw6hKGnzoxuzXWRMc0b3uqI2d12trqvNs67quLVCRXXdiqrUgu/mqKu4LrKGBa3e5Kmi1GI/gjb1CYptU+wZS4BSDq+fi+MwfPmK61AoFJBOi3ktwhCt6A8AJMKQUKqoWLWgkKS638gvJBz19rEho6Q7U2vHGjb62otu6dqSFCp74JDTpVLglbsIDqVgVIFMOMaTidrWwlwhQFWVu7LnqqtyV1qb6oo8t1asHTAUCYYi5vYPgqlIGOuCriVLGBfcpgiCLUkYD+jBOBSJ0usOADgHTGe/+890NER+loiIiIiI+SAy9AcAuhuHyyWk1DJSahkul1C1E5Gxj4iIiIiYM5Gh7zGMKGDTAu8kypBUKpGxj4iIiIiYF6I9+h5DKUVSLkGl+6OFJQpQxUHZ7oNuxxCTqqCgSMx3Hn1ERA8hYGCY//3/iIgDAc5Jl7qUBCcy9D2GcBuUcPBZzhWJciSVCip2ClUnBUWyYXMF9jz2o4+I6CUELroc/BwR0TM4B1yXgIbt8jWPRIa+x3DGwEHB2uSRUAoklCrKVhKEATbisA6XxM+IQx4KBzLCtUKNiDjQIQRwXApCGGS5t8Y+MvQHOBJliMs6LNa9xgvNz2IMMcetl7us5U0b85C2JTGGmOvW+6HXdM15SIujvDZeZZquNQ/pgS26pJafb8pz+7lQzqE5zv5893nSJZwjVtelnMNt6kqYSyIy4Rwx14XiurU8+mm6c2myRFArh6swCxKxsaJURF4G9iXioTvdAQBlHANVHWnLguIy2BJFSVWxLxGHO1dd3agV+nFdOPX8/Il4HK40h+swTVet65ZVFROJmFB5Wi/dnGEgY9R03Xre/75E3LcDnCcc6NcNZIxafj4jFBVVxngyPrdnBAdyhomsYUB1XHBCUVZlTCTioRs4NXQzhomcYUBzXPB6fv5EPA5ToJzuXCGEQ5Y4HJcC6K2x72kw3k033YQTTjgB6XQa6XQaGzZswM9+9rPm+4Zh4OKLL8bAwABSqRTOO+88jI6OztB4+eWXsXHjRiQSCQwPD+MLX/gCHGdm+c5HHnkEJ598MjRNw5o1a3Drrbf6ju2Pf/wjTj/9dMRiMSxbtgzf+MY3Wo656667sHbtWsRiMaxfvx4//elP53Q9OiFRBokEaxITBMI5MoaJ4fpDMuE4SDguUpaNQd3AQFUP1fOaoKY7VNWRNmfqDugGBqs6FBb87yLgSJsmhis6MrN0+3UDg9UqlIDNempw9JlWq65to98wMVStQg2lC/RZFoYrVWRNC0l7pu5wpQrNCdesKGVZGJmmG5+hqyMWUjdp2TVdw2zqJm0bOcPE0Bx0E7aN4XJNN2E70FwXi8pVHDsxhTe+thcj5WrwbU0OLCpV8cZX9+LYiSkcUaxguKLjiGIFayem8MZX92JJsRxqu3S4XMUbXtuLY8cncUSxjOGKjiWlCo6ZmMJpr+3BEYVwuoMVHW98bS/WjU9i6TTdo/dN4Y2v7cGyQimUbn/VwKm7R3H82CSWFcsYaerm8cZX92DFVBEkRImOrG7i1N17cfzYvqbu4nIFayYLeOOre7FqsgAiWGd/OmnDwut3j2L96ASWFWq6i+q6b3htL1ZP5kFD6PYZFk7ZM4YTRyewvKlbxeq67lET4XSDIkkcssTguBSO0ztvbE8N/dKlS/G1r30NmzdvxhNPPIG3ve1teMc73oGtW7cCAC655BL813/9F+666y788pe/xO7du/Hud7+7eb7ruti4cSMsy8Jjjz2Gf/u3f8Ott96Kq666qnnMzp07sXHjRrz1rW/F73//e3z+85/Hxz72Mdx///0dx1UsFnH22WdjxYoV2Lx5M775zW/i6quvxi233NI85rHHHsP555+PCy+8EE899RTe+c534p3vfCeefvrprlwrSrrzpaScY0DXkfB4cKuMYbCqBzJyhHMMVA0kHKfj2k9hDANVI5CRI+DorxpI2l66tZVSEGNEwNGvG0jZdkddmdWOiQcychw53UDK6qwrcY5+w0TcFu+WBgA5w0Cfj27OMJEM0IUNADKGgbTVeZOooZuygrnd06aJjGl1fOgoLsMxE1NYNVUQF+XAqqkCjt431bFmuswY1kwWsGYyH8h4rpgqYu3EVMea6RLjWD1VwDH7pgLpLi2UsW580kMXWDVVxLETk4F0FxcrOH5sX0vzoAaUAysKJRw3vi+QUR4pV3HC6ATidmfdZcUy1o9NBDKegxUdJ+4d79gHgnLgiGIFJ4wG0+2vGjhxdLzj954AWFyu4KS945Dc7ht7We69sT/gSuD29/fjm9/8Jt7znvdgaGgIt99+O97znvcAALZt24Zjjz0WmzZtwmmnnYaf/exnOPfcc7F7926MjIwAAG6++WZcdtllGB8fh6qquOyyy3DvvffOMMDve9/7kM/ncd9997Udw0033YQrrrgCe/fuharWgt++9KUv4e6778a2bdsAAO9973tRqVRwzz33NM877bTTcNJJJ+Hmm28W+lsbJXBTCQpJ6nwbulkCt183hDs9MRCMJ2NCJWZzhtHxgTMbDmA8ERcqrZoxDOEWuEF006Yp3O6UA5hIxIVqyPeZFlKCBpwD2BePCblBU5YVqI3qvnhMaKskadlIBzDgkzFNaOshYdvImDN1OXEByYEythLEmbk19exgTqhS2nC5irUTU8LjfX4gi719/m1JByo6jhufFNbdnsvgtYx/o5icbmL96ISw7q5sGi9n/RvFpA0LJ+4dF95QeSWdws5+/4YuKdPCSXvFu/jt7kvixYGs73Fxy8Epe0aFdUdTcTw32O97XMx2ccqeUeEufhOJGJ4ZHhAbRADalcB1HALHpZCl/W78hSqBe8Dk0buuix/+8IeoVCrYsGEDNm/eDNu2cdZZZzWPWbt2LZYvX45NmzYBADZt2oT169c3jTwAnHPOOSgWi02vwKZNm2ZoNI5paLRj06ZNeMtb3tI08o1znnvuOUxNTYXWNU0TxWJxxn+9RHMcYSMPABQcKQHjorqusJFHfYYtoqswN1CfewIIGS2JsUA9zQmAtCmqK26MRXUpZ0LXazoiuoRz9AVdpQscT8DR16bZjBdHCriYCeM4MsjqH8CqfNF/dciBI/PBdFcWiv6rQ47A411eKAq1cj1yqhAoauKIUhlahxX6dFZNFYWNMQAsKVUQ9+l8CACr8oVAuiNlHSmB7/CKfEHYyAPAYNVAuk1joW7Qy5V9z4PxtmzZgg0bNsAwDKRSKfzkJz/BunXr8Pvf/x6qqiKbnTk7HBkZwd69ewEAe/funWHkG+833vM6plgsQtd1xOOtdZD37t2LVatWddTN5XIddRuf247rrrsO11xzzczXvnIxCBgoOv+YWT3nWIEO1a+3egAS3AaXg23YxbgJA94/5CRzwOVge9kx1HS9fqKJELoqAA2up248pG4MTttsiQYx5gCy92fPRgEQ57XGHp3QmAvI3tdqNrKILmeAbAfSlQAkmOvp3VAZA2mjywnrGCuouS6ypunZGS5nmL6tSGejuAz9uuHZwS1jmh3d1J2QGMegrnu2lU1ZVuBtFMqBoUoVu9OdvQWNxjhBdYerVbyS6ewtUB0XOaO1C54fI5UqdqmdV6eyW9uyC66ro6x1Ti+mjGOo2toFz49F5QqKATsmhqW2kmfNAL2FoueG/phjjsHvf/97FAoF/OhHP8IFF1yAX/7yl70eVle4/PLLcemllzb/XSwWcds/fw2EMBCPm05AQMChEBsKmb/Zp0JsiLZV3z+WmpHjHgZDJg64x1ZEJ9R6H/mOuginqwGeBk4JO956x7x51wWH47E9ooS8Dv66LrhfM/MOuiSELgcD4Z3P6zMtT0Mf1KvR1LUsT0OfCuh9aOqalo+hDzte7/P6Ahp50fNC6/p4ebziVeYynqRlB/ISTB/PQjLd2JMFKqjTc0OvqirWrFkDADjllFPw+OOP4/rrr8d73/teWJaFfD4/Y1U/OjqKRYsWAQAWLVqE3/3udzP0GlH504+ZHak/OjqKdDrddjXvdY6IbuP9dmiaBk2b+eByXYBx2XPNWVvvS6jyNDCPBXNSRrWl/7wIJvXeR06aVdAQoR8WjXmmxiWsaqhIWZN47yPHTB00RFaBTTTopLOuZumgAVecAGBDRVVROr6vWgZoiOh/hyuoqJ2/P4plgAbYGmnqqgoqtLOubJmgbQIYG3v0Hc/zuSedgu/8kH1c7KF1uzReyee8MBkxqHshPHVDhm91b7w+uiHHG3Y8c6Fh7G17YXbPD5g9+gaMMZimiVNOOQWKouChhx5qvvfcc8/h5ZdfxoYNGwAAGzZswJYtWzA2NtY85sEHH0Q6nca6deuax0zXaBzT0GjHhg0b8Ktf/Qr2tP3VBx98EMcccwxyuVxo3QMNFvLu+/WnD9u/3mvVPRfdbo33oNP1CR7s2nhD5rD75XxbIXPCu6fr7R4LWzfCL+gzbA67X66+LRBs2lbXp61x2Fx+//GG/J6F/Dvniixz0AVqR95TQ3/55ZfjV7/6FXbt2oUtW7bg8ssvxyOPPIIPfOADyGQyuPDCC3HppZfi4YcfxubNm/GRj3wEGzZswGmnnQYAOPvss7Fu3Tp86EMfwh/+8Afcf//9uPLKK3HxxRc3V84XXXQRduzYgS9+8YvYtm0bbrzxRtx555245JJLmuO44YYbcOaZZzb//f73vx+qquLCCy/E1q1bcccdd+D666+f4Xb/3Oc+h/vuuw/f/va3sW3bNlx99dV44okn8OlPf3pBr+FcsEL0GXcJ8Y1iD/OgZAIPtDAPSi7ygAgxXg7A6tID2O/6hTVEfuMNa4h8DWfIB2nRYz8WAIoe3ok56fq8H1o35HgLMe9iWYWQ4/U7r6SpoRzLBZ/97pKqgoWwyX7jrShKqMJIC7U/3w4pxFZZGHpq6MfGxvDhD38YxxxzDM4880w8/vjjuP/++/Gnf/qnAIDvfOc7OPfcc3HeeefhLW95CxYtWoQf//jHzfMlScI999wDSZKwYcMGfPCDH8SHP/xhXHvttc1jVq1ahXvvvRcPPvggTjzxRHz729/G9773PZxzzjnNYyYmJrB9+/bmvzOZDB544AHs3LkTp5xyCv76r/8aV111FT7xiU80j3nTm96E22+/HbfccgtOPPFE/OhHP8Ldd9+N448/fgGu3PxQVYLv3OgC53i5neekK8uBHzy6LPtWcdND6Bqy5BmnEFpXknzTFw1ZDhzGY0nUd4JmylLgVb1NKWyfCaMpS77emtlUFRkFzcfAxTToASucGbKEqVjM85iyqqKsBvsOWxLFvri3rq7KvkZwNg4lmEh0jicAAEuWMOkRy9AOlwLjSe/0RVuinrEM7WAEGPXRZZT4fvZsOIDRlHdaJKfE97PbsddH91DggMujP5w4EPLos4aBuOC+rEsIxhNxXwMH1EpPehXhma07kYgLGZkgeelB8v6D5KUHyc9PWhbSXdBtl5fupbsvEfM1yAAQdxxkBSOtg+T9xxynJYLbK49+y8igZyBeg6B56VuH+rFPwHgFzUvfNpjDmEDef9C8dNG8/4Tl4OQAeemief8x28Epe8aEU9ZE8/5Vx8Upu8eE4xZE8/4Vl+GU3aPC2Riief9BaZdH3/44hiuuPIzy6CN6QyGmwRRwBbuEYDIeEzLyqLvDDAEDwEAwFdeEV5IlTYUhUP+aAZiMa0JGHvVVXFVAlwOYjMeEjDEAVFQVVYGCMhzAVEwT1q0qCsoCnhMOIB/ThIw86l6IksBqlte/O6LbE4Ysoyi4Sn6xPyNk5AFgKq7hRQEDAAA7cmkhI4/69/f5wZyQR+alTJ+QkQeAsqbiucF+Idf1K+mU8Gqzqsp4ZkhMd3dfEq95pOtNx1BkPDM0AFfgazmaiuNlj3S96ViyhK3DA0Ku9vFkHLuyYvfYliieHh4Q2nefjMewPSem2w1q3e0Wpk1zz6PuD3sI6o9Nr0dK7X0KF9Qnhz0M+biMpG0jYbUvK2vIEsqqDEa88/1nU4jLsG2GhOW0nVGasoSyIsOlPNDfVYjJsG1e1229bqYkoawqgXVLMRmOzZG0nbZZA5YkoRRKV4Lt1IoNtdNtNF9xKALpVjQKR5LQ10mXUpQ0JbBuVaVwaWddh1IUVQWOFExXb+jaNiTGayv6afevosh4sT+LQkA39O50ClVFwerJfNvCR7oi4cX+LKZ8XOuzGU0loMsy1kzm26Zg6YqEHdmM8OShwXgyDkMawprJfFsvkiFL2JnLYDyg7mQijqcWD2PNZB6ZNkVgLIliZy5Tc28H2EmZimt4atEI1kxOIdtB96VMGnv6koF0izEVTy4exurJPPr1Vi+STSlezvbhtb5UIN2ypuKpuu6A3uoBdSjBK5k+vJLum0vPpznBOWA7YXKewhG57ntIsVjETd/5MpIxF4pH9KXDJNhMxRsW/TdSSqWrY6KcNx/unBAwEPB5+DHM0AXACD1odAHAnWddUh/vwabLCAkdnd+q6wJcxr7ySZiS0yhp6twevLy2tdPsXlfvMlecB92UZdW7zNV0y5pSiyGYo27Stuvd4BgcSlBS1Vrw3RwvcdLar+tSgrKqIq9p8ChbIETcqm3tqK4L1tRVwefQHRD1oj8Zw4Tm1HQrioJ8TJtTN0PUtx6yM3Rl5GOxOev64eW6bxp5TkCIgyuv/GrXXffRir7HuKyWR+9V58yt59HrPA3Cgwe6BWb2b2C+poKRbqQ7DUocSNTB3lQCFuYh8pkApZiK0nxHUZPaKtGrKltY3YqqoBIw8E+EbunqqgxdnX+zoSuyUEBuUAxFxt4u6IZlupFXZBdsATroITL0BwAcAj3DSb0IrgQW3bKIQ4ggW0EREQczs408pcBC1eqJgvEiIiIiIiK6SDsjv5BEhj4iIiIiIqJL9NrII3LdHzy4c42iiYiIiIhYUDgHHLe3Rh6RoT84sFwFLDL0EREREQcVtXa0vTXyiFz3Bz6mo8J0NFASBS1FREREHCwwTnq+km8Qreh7DJEkUGJDahN9bDgxmI6KmKxDIhwJUkSSdC+PnoBDYhxSPX+cAXApnXPe9ELp8noxl7nneXPIbFZeOqWB67X3RJcDnHRTl8AVrDbopVu7by4Ip1haLCGvUEzFtDnlYxPGkTNMpE0TisthS7W89Kn43PKmCQNyhoG0WcvPd+q6k3PUBUdtvNPy6Muain3zoJsxTGQNEwpjcAlBWVUwmYiHavoyQ9c0kTGsWh49IaioCibiMbghGy01dNOm1czP543xxmOhO901dPtMC1mzlkfPSS2Pfl9CrGzznOGAfAAYeUSGvvcwLsN0ZEiqPuN1w9FgOHHEZB0ydeAwBTZXYM9jP/oGpF7jXHNckHoq33RsWiu5GtRwkHqN89g866I+3na6Wl1XV2Q4IQxSJ10AcGitsY5fl712xBwH8Q66bl03TLvMmOsiZjug86yruS7itlt3+c3UZaRWxS6ULmOI2w4oBzihAAGOKFWw1HFgShJ29AevCAcAQxUdqyfzbWucNyvCCZapnc5ARcfqqQJibfpB2BLFzmy6VqY24Fc4p5tYMzmFuN2q61CKXdk+7A5YEQ4AMrqJoybzSLSpEOjSPF4OWREubVg4ajKPZJtKfmso8Eo6XSt/G1A3ZVo4el/7yoOMAK+m+/BSpi/wBDBp2ThqXx7pNv0g2CSwuy+FXdl0VwvnUMrR5bo8wkSGvtdwB4abBHEATa59KU1HheHEEJMNqLIDl1FwUNiIw5rnmo2EcwzoBhQmd/w6qABkC/UZtthMmICjv2pA9dFV6rqiLVIJOHK6Ac31152KaTAF6szX4MjpJmIuOuoqANJWrXa8IaxbWw3GnM66MoA+q96NLYBuxjCQcACg/bWT6+MtaGqgjoJp00TS7qwrAUjbtbarQYqy7G9IVJ+s1pvaNNBcF8eOTyJuizVGabBiqogVhVLH91WX4ZiJKSQsW6gxSoOlhRKOnCp2fF9xWdNIvdifFTZyS4plrJksdHxfZgxrJgvos2w8N5AT1h0pV3H0xFTHwyXGsWqqiJRl49nBfmHdwYqOtROTHRvmSAxYmS8ibVrYOtQvbJT7qwbWje/rqEs5sLxQQp9pYevwgLBRzuomjhufQKcOsJQDS4tlpE0LW0YG5+blOEg4AJwKhzeEu9Akq+mmn27kG4a/mzTce35Q1NyM7WqftyNjmFAFdEl9dUO5WAxC2rCgCXSmIvXxSoIVKdKmjZjr38WP1K+ZLKjbZ1ltV4PtdDOGCYWJdRJMWhYSgl0Hay5nsWMTtt22XnxbXcuCJqgbdxzhroMr80UMVnSBI2tGyMvIT2dZsYyRclXo2JxueBr56SwpVbCkVBY6NmOYnkZ+OiPlKpYVxf62lGl5GvnpDFV0rMiL/W0Jy/E08tPp1w2sEtSN2Q6Onehs5KeTM0ysFrxmquNi3fi+jkZ+OmnTwlH7poR0D3YiQ38AoEoWYrIBw4ktqJHXXFfIuDWQOG/rYpuN4rrCrW8BgIKjz/TXlRkTbn2LuvHss/yvo8QYEoJGqKkr0CKWctbW1eml287V2KrLhVvqBtEl4EJ/13TSpn9LWwIu9PnTOXKq4Ftql7D6cQFYNVUA9Ss7yoE1k/lAuivzJf9WrhzCBqvB8kIRssDEdvVUIZCvb1mxBFXgN3rkVEG49S0AHFEsIyYwUVyVLwoZ4waLyxWh39LKfBFygLKywxUdfW0a9RxqRIb+MCYewLjtP8f/R9xuf9BX13FAfJ7sIp89m9p+u4+u075rn6eu6/p6IeJ2cF3VZb5eiFiI8aqM+XohYo4b+IEgM+7rLdAcV9gTNH0sWcN7EpE1TSFvyXRUlyHXpqPZdNKm1Xbv3AuZMQxUvb0QSdsWmihPR2K1FbgXMdtp263OC8prRs4LxXXR73OtZkPqnggvJJf7Xqt2DPvoUsYxVBXz2ExnpBL8nIONyNAfAFjufnd9Y2VvOvMfdDcbEZf9bCi4ryEKo0vqD0sv1ADeh+m6is+KqF0Alwi+uiELWftdP7/PDXueqHt/Nn5/Z5jvAwS8EEG9D83zfLw8ke5cdb0nMynLCuQlaJD2GW/SsgN5CZq6If/Og4koGK/HcCLBdFXElZnuesOp9c7upgvfozOu93mcw8skBF297T/P5/2QbdOIz3j83u88nrl9bkddn/PCX1/vGx5W1+/v9HWVd8Bv4hd2AqG43uMJr9ud8XbrOvhtCSih75v3hLFb45VDfn9F420OZgIb+p07d+LXv/41XnrpJVSrVQwNDeF1r3sdNmzYgFgs1p1RHsoQGTHJRFze78qKyzoIGAwnDgIGmTogYFCgQ8X8uZmYaoGE+DHLlNfTxDroKlaoh7tEGVQP88lkCzzUeBm4hy6XbfAw3g2f8XLZBg9R6IhKDCo8JniyA06Cr76pzKDCY7UlO/CewrWHSG4oXU6YZ+S3Xw51mPS+mq73xkfY3O1ujdcvnTNsTrjTtfF6jye0ru94w0XPh0mXPdgQNvS33XYbrr/+ejzxxBMYGRnBkiVLEI/HMTk5ie3btyMWi+EDH/gALrvsMqxYsaK7oz6EoMSBJtsgswrm1Iw9h+7EoUomJMKhEBsKmb8Vvis5oCSY4eQEoJR4rmaZ7IIHdC9zAIQCitcEIqQuJG9dHna8froSC2U4QQHFo7YAl8Ppcj9diYHzEOOVAMVj4tFJl4OBeJR2Lqre21fFkP3hi5rm/b7P54Y9z+9zO5/nrVvq0nhLoa+v93llTQUj/h68oLpVRYFLiX9QZEDdsDBGAOK1xFg4hAz96173Oqiqir/8y7/Ef/zHf2DZsmUz3jdNE5s2bcIPf/hDvP71r8eNN96IP//zP+/WmA8puOuCcRluG7e0IrtgsKDbcaiyjSpPA/NYMMeGiwEzWLBNWVFQkb3HYHEXgwF1K4qMCvd+EJpgGDKDBfFUZQkV7u1pMuq6QdYDhiyh7KNLCcNwQF1TklBWYp4R5wQcI2Y1kK5FKcpK3FuXcMRMPdAWiU0pSj66IBwxS29WMGzAZ+XRT0dXJBRi3t+HWj0DKVBAniXVKvB5UdJUVBRZOM0Q9euwL+Fd6KeqyCipSqCMCZcSjPvoGoqEfExFNkBAHiPAWMpb15Yo9sVjGAgQkMcIMJb0LkzkUoKJRNw3GHA2o8mk92dTgrFEAovLwaqH7g1RSEkIAjiOBEp6Xx1P6OO/9rWv4be//S0+9alPtRh5ANA0Df/jf/wP3Hzzzdi2bRuOPPLIboz1sESTLWiy2ZWmNpYkwZDF3X6NUpp+2JKEaoDCL0xQ16EUFSWALoCywGrHpTRQ4RcuuOpjhAr9XTN0BVYXnJBAqzhhXRAUNfHxQng1RAKvmrbnBArQEODFAAVwAGB7f9a/oAupHReEnbmMf0GXum6Q9eaubFqovOz2/ixYgJnfy5m0kMt/Ry4DN8Cj59V0Cobir7srmwlUqOa1dBJV1f+3/1K2L9DWwN5UAuUuregp4SCEw3Yk9DoMQOiKnHPOOcKCAwMDOOWUU+YypohZqJLdtaY2eU2DJfDDYCCYimvgguVqizEVlsADigOYjGlgguVqi5oKQ+ABxQFMxWNwBX/0JVUVmvRw1CruieqWVRVVQd18TBPeL6yoitBkiqNWcU90H1dXFJQFq+gVNFW4oqEh11azIuzIpTGZEIv3mUzEsTOXFjr2pUyfcHndfFwTnkS8kk4JrwqLMRXPD+aEjP3uviRe60sJ6VZUBc8N9gsZ+9FUvFauVgBdlfGsoO54Mo5dWbFrZigSnhkaEJpETMZj2CGoa8kStg4PCE0i8jG1VtGwi8gSOyCMfeio+7GxMYyNjYHNGv0JJ5wwH+OKmIXUJUPPCcFkIoaUaSNp220XUYYkoaipwsYN9dXhvngMfZaNpNVe15QkFALqAgRT8RhSloVUB11Loiho4kazwVQshmRdt92ZFqUoxlTYPsFGsynEYrBtG32m3dYtblOKgqYGDqoqxDRYNkXasttGzNuUoKhpwsa4QUlT4UgUfabV4m4HAKeuawbULasqHEqR7qCrKxK257LCRr7BK5k+VBQZaybb16Q3ZAk7chlMBKyhvzudgq4oHWvSWxLFjlwGYwFdv6OpBAxJwprJfNvtgbA19MeTcZjSENZMtq8db1OKl0LU0J9MxPH7RUM4al++7baDQwlezqTxajqY7lRcw+8XDWPNZL5tHQCXEryS7gtcQ78YU/Hk4mEctW+q7XaGS4HX+sLV0A8KIYAiM9gOhe1IPetkRzgPlpOwefNmXHDBBXj22WfROJUQAs45CCFwQ+biHo4Ui0Xc8K0vI5WgkKTOt8FlFA5TsH5kKxJKsL3vIFDOobluLd2E135opiQFNMStkLquUtdldd25Rru26BICU54HXXBozkxdS6aBDXw7XbWuSzngktr2yVw7aXVLF9OuQ0PXlqTAE4d2aK4LlZmQiIN8+VjklTTyMS1wU5RZw0XWMGslfxmrxQ9oKvKahjntfNW7waUtC6pb0y2rypy77TW6tmXMevc6QmrjjWlz7l7X6NrW0C2rypy7+IHXcuCz07rXNbrMzVU3advI6ia0aV3xJuOxOdehT1o2skate12tGVNddy5d8QSwbYo9Y4laYxsKcA7YDm1pW+s4DF++4joUCgWk02KeqTAEXtF/9KMfxdFHH41//ud/xsjICMicW2FGHCgwQgI1VRGFEwJDljHfU5Su6aJ7uqYsw79o7IGhi67p1rw5tqRCJsDudBIWwkWkz4DUXO75+DxozdItxDUUuqBbjKkoxuZ5j5gApZiKUhd0y5o6/3vapLb1ECRORpRu6Qal1yv7wE/1HTt24D/+4z+wZs2a7ozocIOgvpPq5VipvU/hgiJ4GdiIiAMRCqclrTQi4lClnbFfKAIb+jPPPBN/+MMfIkM/T0i0lksvez7wJDBQxEkRSRIsdSQi4kCFgMFF71dbERELxWxjTwLWMQlLYEP/ve99DxdccAGefvppHH/88VBmRei+/e1vn8/xHfK4DGBchuOxondBwSBB52kQHj0YIw4NKBxIJPJQRRxeTDf2rjv3eBcRAhv6TZs24dFHH8XPfvazlveiYLwQcEAoYRgEDBJY1J4g4hCCRq77iMOQhrFn7sLEuAUOB/jMZz6DD37wg9izZw8YYzP+i4x8RERERESEP4QAkrQwNjOwod+3bx8uueQSjIyMdGdEERERERERhwELlbQW2A/87ne/Gw8//DBWr17dnRFF9AzCOWILkEfvUgJrPvLoZ+e7z1d+fl1XZgykS3n0TV2Jzmu+e013HvPoXQbFdedZt5FHb0EiDhZXKsjL9dr2c8yjb+S7Ky6DQymK9bz0Oeua9fz8uu585ec38ugbuvOVn99nWsiYFpR6XnpJU5CPzU8efWZaHn1lPvLop+W7q44LPi3vf6559AnLQdYwoNV1K6qCyVgMrk8Hw0ONwIb+6KOPxuWXX47f/OY3WL9+fUsw3mc/+9n5HF/EAkDAkfKoYBemMl6Nmm6nCnbhKuPV6EZlPNQfOCnLanV1WbXKeIUAZWqnk7Bt9HWoYGfVDVIYAxqv67ZWmrNDV9wDgLjjdKiMZ8Oh5P/P3r8HX5aV9eHw53nW2pfzvXb3dM8t6EwLvsAgF0ELJ4mUxCkGnFiSEKpAwUtGjdYQA5MXLN+iCIoJCQYQwyBSRtEIv0KsQAxSwMQbGkZQBAQUXt8wXMLQPTNMd38v5+zLWut5/9j7nO8+56x97e+3u4c5n6pm6F57fz7PXmuf/azr8+DCgIh7ABAbM4uMN01q880XdnGDyQZHxgOAE+MEjz533hvBbmhkPAA4Pknx6IfOY80TwS5VCl84voUHBiRF2U5SPOahC1j3RJrLFOPe49s4u77Wu4OymWT41rrIeIrxpe3+kfFQ/i6+9evnsZUuR5ozXPB+tWdkPJSO+FsfOlcbGe/L25v4yla/yHgAMMoNHvP18zieLEeBsAz8380i4t5RR8Zrg+2TSOAi0Dsy3unTp+vJiPCFL3zhMOx6ROBKiIxHEJwYJwhbAjE7EB5aizqPagmC45MEUUv6V1fGsu7ujATHJynilv0gUvL2cUbHkgSjlkxo01j3aY/AQttJgrUOvEU2tu68W2nammFtGuu+TyCkzTTDRt6eYe1CFGLcMS4+ys5ZNYTq1NEH998IMgfBaP7P8W18dbtbjHcAeNSFXXzLuZ3W6754bAtfPtYtxjsAXL+zh8c8dKH1uq9sbeDe49udndE1e2P8vx4813r5fZvrRSz2jryn9id47IMPtaZ/Pbuxhs9fdbwz74lxgpse+Hor7wPrI/zdyROdeY9NUjzhgQehWvZjPjSK8dlTJzo75a0kwxPvf7A1Xe25OMJnr77qomcjfFiMjOeDMYQ8J/y7V7/myouMd++99x6NJY9QKFWco1cNu48FCgzG2hGco4+NgQ6k097n424P+0p3OCWAYipZO7gOb9hx2ceYNKQLr+3Oe8ztY6x0p0Q8obUIlYPr0C/Yln2Mcfi8W7KPABquA2/gHCK2cB2CtW3KPnRHXu0c4q68KHhtV16a563LR//ocxcwCXSnkf2JcdLJyQPAjed3MAl0p8Q225O0k5MHgG/a2cM4DHC2w8h+M8k6OXkAuH53H+NA476t9k7PepZ3cvIoOxrjQOMrHRLbjHKDxz/Y7uRRdjQm+gK+eLw9AU2UW9z0wNdbnTwAnJgk+JbzFzplFAyNxRMe+HqnnPTHkxSPeeg8/r8nj7cbccgwhmAsg/nSbMY7tLNaX/va1/Df/tt/wyte8YrDonxEQAQQac4ALmAICLkEyA8xH33gHIK8+4QOAdBQraNDLQ5hLp33ek5527KxKRGEWT/eAIz9llHnlJd68Ibg1ixvjAG8wq1Z3gjARpqCOv58C9721LYEYD3NQD3mSUOhTil717MMJAu85Gr7jI8+dx4Pja5t7lNKcV0ffMtDF/DgKG4eHQrwmId68p67gAfWRs2jQyk6MX3Gj6fP7+Ds+lprbPZveehCJ2c8xQ3nd3BmY611Ju30uQudnPEUj9rZw5mN9lS1p89fgO7gjKf4Bzv7uG9jA5OWVLU3nN9F0DKLWMW1e2Pct7l+ZKlqfZg6ea1cOad59BgU696HL33pS/jYxz62cvQ9UewjY7iGn3/h6Bk5RsgualfRPEZZAjL91ohiS7igm0cucZb25zXA+Y21xtmCzSwDmX7PHxngfLDWOFuwkWfgnryhAYxeaxwlr2d5f14AVo8a9y2M8hzcM85MJ15joHryBgBEx41LOpExUL6VgHLq3mtLbrGdpI3x5Y8lqXdNvgmRtTiepI2zBZtp1roksojAOlw1njSu16/lxrvG3QTlBKfGE5zZXK+9Js6tdy26CSzA1XuTxiWSwDqcHPdbKmQBrt4fNy6RKCc4OZ704gWAa/f3cW9YP1tATnD1eNyfd2+M/98lcvRVJ6+1wFyieFG9Hf25c+fm/m6txRe+8AX83d/9Hd7ylrccpm0rHDHa1uV9YBEo5xodRtijRz0FlTMMTQ4jdP2nuaj8YDWt1fcZAczz2sa1+mCAvSjr4bDrF2V7Txp4g4FxMALb1m7D7N3KskZH39dpVu9rcvRb2UDeLMMDqHf0W+mw9EBbadbo6Dcvwt6vNpRvXkT9NmEjzXrNPnTlXc/zTlP2fXkPC4tO/lKit6N/z3ve4/33f//v/z3e+9734l/9q391GHY9ckAKQhqLs5pVCBEEGo6PwarDeymNGsE1bAKstUdFsA0fdqsn6LnHEwDgOvBmA74QVkWwDY7e6gQZ93dGTnfgpQG8KoRV9T9Nq1Nk1N8pOw5gVf2ygFUpMgzgVS28nCELlocuQg5gA4mOgdSyQ2e1BtL1I07Wgizqv2uZ1aiZVwFZ1H/mjFTcyKsUIRuSAE9HzbzMyKIBnSkdttirkUX93wcJdCOvVhpZ1H8oK1o185oMWdS+iXSZlxt5B0GKbzuRgAgwBrCWEGiB1pV3li7NrvtDW6N/4QtfiF/8xV88LLpHDHh0NUwYQ7xrcAyAYG0OSwb7Vz0NNj74UggYotZBdr82C5jjdZAYkCyPJjJrIRTBUQBt97z3CzGs2oCyeyApNDKl5jomixqpdXPHyBx303AyKT7+Nc8xsRm09U8lNmnkimFJ1dbV1F6jNsCSg51/5LWokSuem7pfbI/FegDQSSNXISD+KUgBY5/WEJjdWXssok7DMMMyQSiCkAa7+Y2diXNQTrxt3qQx5Z2zs6Ix5Z0vZ1i1DuX2wFeF8B1IH8ebiJQAzu8Uzl9FGDuCymvqihg2GEHlk7nnSLRCVO6vII4gsHMau8cNvlRO3TsVQlh30sgUzXirmGrsHU9mvFW0aaQ6QBxvQGzizXI5PmHxhW8OQM6ArX8g4NPIFSOa7a8gkIrnNJITFl+65sBx2mCtk4ZzSYV3riZAKkaaj/Glq/3vf5OGUYwoXgNBQTy/H+McvnjKeNu8ScMyIYoqPTDWtRrV56hrDwCg1IIf/CRYKVhrYCRDMAoRhFOd4n3X3jWtw8ehOfpPfepT+PZv//bDonvEgFgD4kCeEbAQF39sDmss2O6DbfV4UgijT0K5r4PE/+Oz6jhIcrDHAZK1EB1COITKdr33O4qQB6cQZA+CS0dOpOdWvBc12Nq589eO2zWy4BTInAO7+ucQpFC2hqNBI4cGc31dkXVQ4pAHJwCbddbIocBVR7/YHiXvnC0dNByF0OZ+b7lQCBtchcg+MGuPpeet0cihwEKwOoRQCLZnF8QdlHPeNm/SMCVvFXMaJe+cFEXIgpMI8gegTA7yHEuw6ycASSHWv55reA2KA0Q1DtJxgDw+hnByHuwOfjdGhRBbOFxS64AzcxpGHHRePHfGAWxHDUuY8VYx1TCSzniraNMYqzWAAojbAWSZ3ziBVWvQNoeu4fBpJKQh0+Ua0iC9OadhnEDnBx3rLNrupCH5+QPeuYooNIwYqHzsj4HRoJFBATICWEPs8mbJXAC2xtvmTRq5VpDKchjRRq1G9Tnq2qO4pjjZkWcprDHQYQgdBJDye0BEANSgmc8h6O3o77zzzqV/O3v2LP7H//gfuO222+bK3/CGN1y8hY8A1OfkVnBWkKYZlGKQZEsdAoIt/93/QS7Kc2+5IwFLDicWqq73ygUHSwrlUuRMIJn/ES9qOBKElR+67aABcq3PITC1HHUahgkEC0h9XTkSKGtBYsGSd9IwRCCopQ59VcORgK2d+6C1aeSSl3XRtJ7rZu3hg0/DEYpd+oKirWCXNAQAO7PU5k0aBYfGYrbNqoZQwTv3Ya9qWLfk6A0TLAngLCD+D7YhQewsVM0Is7DDgV0+u8YSkFHRuZ7WJWReIydAJId2AnYGLO0akBwp6xpbCw1DFg5maU9Ik4YjIONRyWG8/JaKo4rsTK2dixpCQMJqgW9ewxGQk0VcxoBgsZ009pXUthngIDDI2Xo3UjZpJHFctBVcLX9GstTmbRpJFM/ztWhMn6OuPQrEcNbC5DmCMEQQVN+56ZS9XLm77j/xiU94//07v/M7cf/99+P++4uRCF2qIL4PcwgIQsq7VmMdI52MwazBSsHpbThdmbrnGAQHF5wAOf+UNpGC6GNwnrVXBwDqBAAgja7y3u84hpAgi06CXALLy0cBFzUcgImW2bR1HnTTaHsOFxzHBNYbXa5OwxAVexxa6mqiBU5pZOpE7fJBVWPKW4VPI6nUA4BWjSy4CkSA0/6zvcIxiByS6BS08490fRqWaLbMIPoYCH6NiRYQRbM255r2mGoYFu/Jg0WNiZKFWZ4YICALr4Z1BHLz7/9+FBRrnA1rp6Q3kCpBEPvryuli+jgbHQeb4qO+H2pQdV9FjcaFzQ1spDnyuNjlnbZo7G6cAsj6z3ZUNC5sbGAznXcOTRqTQAFhMTrkYAtSN0pVEYjq94ssaiRaFWvpUxM58GrsbjggzUECCOsZT51GrhhObXvroaqxyzEozZY6iHUaqVawlbV/0v7gMuNAYyTzbb6IqkamGSYI5jvjLRp1dTWHnCAC6DBEGHviNlDheokuTTbS3ip//Md/fDSWPELhrIVTCqLnf6TWWqSTMYgZYRjAWQfhNYg6eGmEQgAC4bXZi7OM4pckyv/BFCqOxFjtPw7jSg2r1gEV1qxILWuY8qgNQWblPg0p16W7PofRmxXe5fKphsw6UdPnbK4rMzvYJ7V1MdXI9ZZ386RPY74elu2sMgsI0y9ffXuV7aHXARd46mFZw1XqoVru07AACAdtLly3yU4goNa6mmpYAE6K2AJYfK8CmlujX4z/T6o+wI0hwni06T2JIKzLehjBcTDj9TqhBQ2jgH22CMvqNaF/17uwRs6MXI2WZrp8GlYB++wQeaa2FzVypuJUx9SBc1TrGGyZh4Br7KxqGCYken75rU7DobA3rkR2rKsLw4yMGUQ17VXRENLY47g2EmVVwxJhEszbW/dOCCmkAgAjcO27WyCNNpAs8M6b2/4ctY46T0DMCIIIQENMgYfbZrwVhiNLxlCkocoNedY6pIkBsUY8GkHMPiAClX0NqvLyCkUw0Q3Q6Zdqp3rz6DTY7kKZB73lVp+EVZuIJl+CdsunzS1HmIxOg7Ivg+DvITdpBNbB6atg1RbWJl+c5y4/TuC493ME1hVJZ6Z1GJ6CKTWmyVfmNsp1rKsgv4BRer8/5n94ClmwDZ19xXt/k4a2DoFzmIweDW13EGYPzMqq9oo+Cac2odNuGlPeqr3jUkPnDyBTvPQxsR00bPjNWB9/wTt17wDsrT8G5PYa3yufhnIOoXVwHGEyuhGj5AvQ4wDkFCwBO3GERBRgAI6ugdgJxPgj35HeAqkREvMgkE9j6FdsUCEmm9cj2rsP+xpIAl30vCpo0kgBgDcQIMTGzv9drgcCduJ1ZBvXwaUP1E7jLmqkAGAsttIM2gnS+DhMuI71UsMRsBeGRXAYC4ACcHSqVSN3EyA/j+00XQpGk8bHkYfrsOlZjMMASxN8DRoZALEOUXASYbqPKJk/Yu0I2A8CJOtXgWQEly7s/ajRcABgXZl8p+io7W89CjorNISA/UBjPwxnM9zTNm/SQHQKSf51bE/2vR3A/a1HwboE+xh7Z867aLS1B2QTTIC4DOJx5sS6WKOv2ZN02Ojk6J/97Gfj1a9+Nb7ru76r8brd3V285S1vwcbGBu64447DsvEbGsxF1LskMYjjojmSxICZEI0iEPnHbIeNXCnkLNAiICkcvgPBlNnrNFHdBtMWXi7OhDMV6/slr2PqFJK1iTdnhpJiZ7slgiVCotVF8VpmTLQueYuR+NTeXKlOYW99MIoPdqc7AjMdSj0YxTCKoVzFXiJkzDA94tsvQqgY9Wmbz3gFBEuAY4ZQn/h5B7DMmDCDpOCwRMgCjZRDpEoNzjKXBBqJ1kVWPGuLWSqlkGmF3dEIwLDdzRkzchUgH0UzXkfF7yVRCmDdP9d3ORX9gB4hMg5KKQgz9sJidiDVzcdtG+3VjAf0CKFxCMtNsY6ALNQwYQAr3XMTVJErhg0CpAiQuaBMSgTkzEhKe4eYnCvGg2sxAlvMclhmWK0wiUOkWsMNrAfDjK9XeIvTJIW9Wajh7HKn7xsZnb4Ez3/+8/G85z0P29vb+P7v/358x3d8B66//nrEcYxz587hb//2b/Hnf/7neP/734/bbrsNv/RLv3T0ln+DgAgIQo08N5hMijdPKSqc/qXe50AEs7jufBg2lOvDh5HedJ4XsMSwpQO5WKfp4z1UUJGaFsyDMr81wfKBvZZpaRf8YfAeJhwXRxMNF6lDXdP0ZldQ4UDT6TIYBcWpCKo9BdUZc7yHiFQzSBf7BiaHGJ0t04yscl6bapYs+sIwI4+GdRaakCtGrhisp3FFDmeyecpbBR9idNGHCzrV5u23344XvehFePe73413vetdeNvb3oYLF4qED0SEm266Cbfeeiv+8i//Eo9//OOP2uZvOBARwlDNHH0Yqks2kl9hhRVWWOEbG527TVEU4UUvehFe9KIXAQAuXLiAyWSCq666aikn/Qr94JxDlhXT9Sin7uNYg1c7KFZYYYUVVrhIDHYl29vb2N5uT0e4QjNEBGlqDqbrS0efJAbRyEJdxDrrCiussMIKK6y8yGWGcwJmRhwHs9gDccxIkhzpJEO0FpZpTh2EAghVdt3z9DhXWKTB84E0hMO5+6oQDotrmspXGiuNI9Eo4gJAAv+niBSIg1oO4uKsPZrKy//WRENdaaw0jkiDiz1WRDVH6MryS7RfgORSxeBbYQk7Ozu46y1vQRiNoBY2+ogIkskY4lwRH1kEj77p2xCP6s8Ur7DCwwvFTv5MRo1phFdY4eGGdLKPL37mY9Bh3Dgr64zFy+/817hw4QK2tvwBeg4DqxH9ZQYxgyQFLZwjIQBxHCFJMmTJPoJAgbP75oJACMewwbVQ+ZnaiHImuhHk9qHyB7zlNjgF4XXo9Ive8pXGSuMoNXR+H8SO4DyfIo5OAS6Fy/3n6DnYAjgqzjN7QByAgmNF7PWaCGYrjZXGUWgAaxBxyJI9RKPRUqRYIg0Qw11J5+hXODosRkybKyNBPIqR7Kdw1pXx5CsXuCK7HbkMVBu4wTSWk8sgFM3KuTyPjTJqnhECgovXAEIEJp3xumoI2Yt4DhYHdgBRAqtDsMv8RwJ7arAIuAw6MrXXLdTVEA1yObRJoE1aHuObD6W72B5dNar2uiAH2bRzmzdpKJfNeOfs7fleLZVbgtOCwEwwyoGMw6VjUBBbfEhrOMTlxQezUh5Yh6DMGuhUiFwfQ97A0VUjMOmMV4jKKHsMceXpvYEa2jloSQBNUOkEueIiyNGcDf01tBOExh7YSxFsUBeLv7sG2QyjbDI7l25YIVUMkL89umooV+THEJWBzATOJN64Cn01prxKBDI9Hhj2f6/615UDs4LJc2STCcI4mnf25IoPyyU6W9Xb0f/Ij/wIbr/9djzjGc84GotWmENx9E4j9ySAOEz4IqwBgBaLsQgwcIVHWwdFFhaCcGG91zAhZx4UHES74oM+u1UEcIKRsTBExUd4wJl6Foc4N94gKAk7ZDysHlRpb6KLoETVuphGCBxi75S3aq9xAu0clDHI1bAAQiSCyBpoT6hWS4AJh9UDSxEZT0jBSRH/fjPLQc4hV4ydMJw7/90VoXHYyrK5hDFWESaRwdYkwZ4mpAN4tXOInMHmeHlmwzDhwogHxV0JrMNWmiG0Dmk8giGH9TSb8e5GIZIB5/a1c9hOsqWIcCnlyCWHyQ0mQf/xnXKCODeI0gxRUh2F5rCE0t7etFBOsJVmsxC7+6GDzi2iJIUjYDcMMQ77E7MTbCfpXOjeKfaCHEYM/JkiDg9FjJSwcPZJuuzsLyF6v/kXLlzALbfcgm/91m/Ff/gP/wFf/epXB4u/9rWvxXd+53dic3MTV199NZ773Ofi85///Nw1SZLgjjvuwFVXXYWNjQ0873nPw9mz86EJv/zlL+O2227D2toarr76arz85S+HMfM/vz/5kz/BU5/6VERRhMc85jF4+9vf3mrf3/zN3+C7v/u7Eccxvumbvgmve93rlq5597vfjcc97nGI4xhPfOIT8f73v39wfdSBCFB8dDGRtXMIPU5+ChZBZK03lW4TQmMbebUTxGYAr7UIbQOvFLy+5DdNUM4hcFL7o2BIkdGsJ29gLaIFZzynKyjsrdv4VsvrWnkjY5dSxLZBWQclspRwpMpb1EM/Xm0dYnMwY7SIwDpcNUmwlvVznWuZwVWTZCkr3MxeJzgxSbDek3eUG2ykeW17ayc4lmQIetZvbCyumiTe8KxT3uOTFJtpv2ndwDmcHNfzEoBjSYatpB9vaBxOjidzSYmqUFLwruX96jewBa/PGaPMEbGdZjiWNGVy9NtzIklqeQnAKLc4PkmPfEDNrBBGUTmNn16ytLRLdvS94b3vfS+++tWv4qd/+qfxrne9CzfeeCOe85zn4Pd+7/eQ5/3CTP7pn/4p7rjjDvzFX/wF7r77buR5jmc961nY39+fXfOyl70M//N//k+8+93vxp/+6Z/ivvvuwz//5/98Vm6txW233YYsy/CRj3wEv/Vbv4W3v/3teNWrXjW75t5778Vtt92GZz7zmfjkJz+Jl770pfjxH/9xfPCDH6y1bWdnB8961rNwww034OMf/zh+6Zd+Ca9+9avxtre9bXbNRz7yEbzwhS/E7bffjk984hN47nOfi+c+97n4zGc+06seOuGIOoLaudoP+qJ8VPPD8SGwFrrDS02l4+76gyti3HfjjYztPBOhbb0DWkTUo3NSzJR0tNe6zrxFp6TdwRT125O3owPv0+nhsjPZBdtphtB0u1Y5wXZHh7iVZp3f4cAWI+MuP7vQOkSmm5MLrMOxJO30m9vIDEYdnSeLYD3LO/Gu56Zzp0c5wfEk6fTbiIydS0/dBC47X114R7nt3OlhAUJrOvHGZb6Bowary+/sBw0TT506hTvvvBOf+tSn8NGPfhSPecxj8OIXvxjXX389Xvayl+Hv//7vO/F84AMfwI/+6I/iCU94Ap785Cfj7W9/O7785S/j4x//OFDOHvzX//pf8YY3vAH/5J/8EzztaU/Db/7mb+IjH/kI/uIv/gIA8KEPfQh/+7d/i9/5nd/BU57yFDznOc/Ba17zGtx1113IsqIR3/rWt+L06dN4/etfj8c//vF4yUtegn/xL/4F3vjGN9ba9o53vANZluE3fuM38IQnPAEveMEL8DM/8zN4wxveMLvmTW96E5797Gfj5S9/OR7/+MfjNa95DZ761KfizW9+85BqveRgkdpeuvf68kPVBhLp5Nxm1+Mgq1kbr+4xeiKgm3MR6TUqo3L01M7b8boKr+pSbwN4u36A60aDdbzBEfACwHbabRQX2X6jyK0069Sp3E67OfkpNrO8E++WJzXrYVwfWtuLdyPLOjnDzY7XHdjhDvZ0NPLmvXjXM9Ppt7GW97N3PTe9vilDcbmd/UXNB3/ta1/D3XffjbvvvhtKKXzf930fPv3pT+Omm25qdKJ1mIbVPXGiyPv98Y9/HHme45Zbbpld87jHPQ7f/M3fjHvuuQcAcM899+CJT3wirrnmmtk1t956K3Z2dvDZz352dk2VY3rNlMOHe+65B894xjMQhuHcPZ///Odx7ty5QbxpmmJnZ2fuz+XEkBe8yzTwEN4uI06W/oewunwcfFn7OvG2UGupX16o5UX7foghwZGVtNexalhmuRhedvXLC3XQrr0Tql33WZgqry9FbBXTDX19wALELbzFxrD+vG2dGXbSaZZrkTdumS0gAeIBe4NGbbMb0uGaRVuA9qWBcgmsL/ouOQxF1dmnk8kldfa9dznkeY7f//3fx2/+5m/iQx/6EJ70pCfhpS99KX7wB39wdg7wPe95D/7lv/yXeNnLXtaZ1zmHl770pfhH/+gf4du+7dsAAGfOnEEYhjh27Njctddccw3OnDkzu6bq5Kfl07Kma3Z2djCZTDDynE0/c+YMTp8+Xct7/PjxWt6p7iJe+9rX4ud//ufn/u0/vu51EA4g3jX44t+EY8BZ2PA62Gg+Hz3BwkaPAol/CoqIIXob1pNbORUp85sD4/UbvfcXecMdJms3gEsNu3RUZF5DBMgrzsh11HDRo4CG53DBcYz1WgOHX8MRwTXUlQhgIHCkkKnjMIE/3/aihlvIR7DYHlPeeY52DQbBRt/kLRcKwTLfHsscfo1pXvrCTixpiAAW4m3zJo3lfPfzGk6A8VI9FEF5JqPTUGo+H/0UDAbpjdq84CwEsQ77W4/y11UZQ3qyeT3IHXzMSTF4mlSI1JIGW4d9bec4OmmQO+CtotRQFGFfLTuiNg3SxXvH0SnAk/NeOwdxhDzers0V79VgAk/PeJc51qsayjmMt+wcRxcNGV17wLtQDwAQRKcwps1ajjoNRwTSUWnnNUvlSgRpKbvY5k0alghc3aA4q4tljflyf3sAAJKkDMyjQXzwTigGIg6RJmOkyRg6iPz3HzJ6O/rrrrsOzjm88IUvxMc+9jE85SlPWbrmmc985pJzbsMdd9yBz3zmM/jzP//zviY9bPBzP/dzuPPOO2d/39nZwTv+n/+nOLbi6d1N8xiTOAAW5Mag6qiBYwivg9x+7Xln0VcVHHZvqUw5BxOcLP6/2fXeTxzDqg0ouweeatB8lrhFjcWRoeuoQXYfqMkVX2hILUejBhFEjWrrampvm51L5Qv1sNgevhFyVw1fe001QGtQdv+gPbpqlPbWvRMsxZq7t80bNKhMN1tFVUPJ8lp+VUPlBHLLjj4Lyuh51r8/mrjo9Ols31vudAirR1BmAjYHHRarFaT89JHeWNJQuYEuR4Z5vN1ZQ2AgWI6mNtVQ+T60Z4TcpmFhAbUOuNR7bptNWd7A4dMQpllHnzgAOJrTYGuhK2v5bXZWy6e8c/VQapCdQGfjznYe3E9AWDhG3ztBzkFZ8rZ5kwYxzSI1ouad8D1HXXuUV5X/XW5vVoRotI50so889dflYaO3o3/jG9+I5z//+YjjuPaaY8eO4d577+3M+ZKXvATve9/78OEPfxiPetRBj/Paa69FlmU4f/78XMfh7NmzuPbaa2fXfOxjH5vjm+7Kr16zuFP/7Nmz2Nra8o7mm+7pwjstX0QURYiihR6cuMKR183ikC5GuSJgcwFsKgFzKIKJNqHyh0A1DtKqY2C7CzbnlsrC3ICFYdQWovTr/vs5QjLaRJg+COUKjYlWRfrPGo3QzG+GoY4alD8EwP/jtOoYdHYeUebnaNJItIK4SW1dBaY4Z2v5GLTdQdhRI1EMVGZiFttDW7s0pdpFIw22ve011XDhxlx7LKJOIy3tFSg4tbmkoa1F4MTb5k0aGTNk8ex3RWN6dHP+/giT0QbC7H7oJAC55ZHweLQJcRnE+Je4CAZEMaLEX1dWhZhsjhBOzkHZg/cqD/WBg1MjiJ3MaVB5jGwKE6530nDs/A6u1KBsZ463iiaNXEZAtF4EePGc26bcgCiCzvZrOXwaohVElY6TAnB0al7DFMfcqvd30dDZeYha9g9TDcl2ECX+jm6TRqYYEoVFfXreCbEOYeq8bd6kkStesrdOA3V1tXTRZhnbgCCezRPMGlG8hsnYXw+Hjd5r9C9+8YsbnXwfiAhe8pKX4D3veQ/+6I/+aGmq/GlPexqCIMAf/uEfzv7t85//PL785S/j5ptvBgDcfPPN+PSnP437779/ds3dd9+Nra0t3HTTTbNrqhzTa6YcPtx888348Ic/PHeS4O6778ZjH/tYHD9+fDDvlQTH/bfyS4cc9UPObR8lb9vK89Ac9m339V/xLtC2cjd0Za/V3qH10PIeuWG0sN4Y4ZXygUdOc9/0+lz5UN7m+4bympbnzFqep/6+FnuH1i8322O4y9ZbD28He4fE5Bj6nBcLVhpBuNwxPBKtS6JSgzvuuAO/8zu/g3e+853Y3NzEmTNncObMGUwmxZTJ9vY2br/9dtx555344z/+Y3z84x/Hj/3Yj+Hmm2/Gd33XdwEAnvWsZ+Gmm27Ci1/8YnzqU5/CBz/4Qbzyla/EHXfcMRs9/9RP/RS+8IUv4BWveAU+97nP4S1veQt+93d/d24PwZvf/GZ87/d+7+zvP/iDP4gwDHH77bfjs5/9LN71rnfhTW9609zU+7/5N/8GH/jAB/D6178en/vc5/DqV78af/VXf4WXvOQll7AWh8MM+LCbDp2Dtg+TD12CxQxxRJap9Whil2da4p0mrGjR7vtBcx3qYshH0lE7r6X+H2BH7e1iB3zYLZVt14B8AK8jIGlxjJni3u+EIyBpyTSZK0bek1cISFsC51heXjpp5QUwabHXMRWzQD0xbgnI0+WZfGizF4Qiml5f3gEBhA4LfIk6GZfV0f/qr/4qLly4gO/5nu/BddddN/vzrne9a3bNG9/4RvzTf/pP8bznPQ/PeMYzcO211+K///f/PitXSuF973sflFK4+eab8aIXvQg//MM/jF/4hV+YXXP69Gn8wR/8Ae6++248+clPxutf/3r8+q//Om699dbZNQ8++CD+z//5P7O/b29v40Mf+hDuvfdePO1pT8O//bf/Fq961avwkz/5k7Nr/uE//Id45zvfibe97W148pOfjN/7vd/De9/73tlmwisdjrnXqFM69n4dUe9ORJe9yELU6wPc1d4hvG2joQPe7j8x6dpJIkLeMtpdRKdRH/Uf3WQdr+87mt2Nuo10+jqM3TDsFJOiq/4U4yDoNJrcXVy6a8FeEHTq4GY962E/1J1m9HajsNcoOWdu7aAN4R0HqtM7tN+xHaZItOr0W36447LGuu9yvCCOY9x111246667aq+54YYbWiPSfc/3fA8+8YlP1Ja/+tWvxqtf/eq5f3vSk56EP/uzP2vkff7zn4/nP//5jddcyciZ0NXHpVq1jmKnyJQCdwhcIQBS5l68JAaqA2/WIwxuEYK206W9eHPFxfn/Du96n7C9VjGMUKdjVRlz59kQo7jzXLshmtuj0HgtM1i6HQPbCzUmge40CjHM2As1NjoEgNkPdOdwqolW2A0DdHH3hrkYFdat11aQasZOFGArbb820Qp7kT9V6iIsEcaBRuTfO7nEu9txyjhXjAtRiGMdounlTMU3osMJN8OE83GEY5O0td+VKcZOxw6SZUKqFEYdXuFcMc7Hl2bXex3cJTjDj8s9ol/hCgARDDVPVQqK6c5eU+flVGYTryun8PxHC+uRao28YVp8ytt3Ddcww1ADb/mB6subadU4zezKjX19lzwypYqNcA28qeLCefdArlTjVLBMp4uH2Ksa7CXgfBz2Hk3vRiHOx2Ft/8QRcCEKsRP3492LAuyHutHevTDoPb29HwY4N4pgG+zdjYpr+iDVCg+Nosbf3F4Y4Fwc9Yq0OQk0HhrFtfUrVHTO9nq2W6IVHlqLa+2Vcubh66O41yjdUtGJaFomSbXqzXvYcNYgz1bZ6x4ZIC6O0fmmYqnszVMIkIHT23D64McvHIPg4IITtcfriBREH4Or6WaLPgYCkEQnQWVAmuq7bzmGY4DCqwZpJBpw6ioQBJP45IFuZc19yHOkGsgq9hpdBFkaxye9HZKuGiY8gTEXYYGrLALABMWRMaePe+9v0kg1kEHglIZVJ2DLqQ5Z2HswbY+uGpkG8jLg0OxAj9Iw6irU7YnqogESjEdXQ9nJUj04ouLMNLe/V4saWfmHKCrWasOrMYGGYTVbXpjplefP6zAtI72FRAPJqIgQVwRAEjiOYJTC/tY1EMn9vq1FI9cbyAFk21dDWweCQFAs9eRKAWXaaA626o9aeTRSDTwQF5EbSW+ABNjZODnjlUo9UA+NLAYejIvIido68NTeaBuGqfwtem5v0cg0kOsYaRAh0WrGa8tMfkI01x5eEz0auQYejA7sFR0i1yEmgUY65a1ydNSw0TF8PVifJb+a2uuIkEcxHGLAaH9dDHiOJeRUnqOnuXP0UzgHpMn4kq3Rrxz9lQBSszPzPhRlCsJrEDUfMAcQCK8Vx/D8dxf/q+o+ZgflvpHLoWhQmSJS1wTJGKgxH6ym+K89BA2n/Bxtz9mmIRU76+piiMZiuxUa0qnN2zTsIbxXPkyDDxm9gYwDCLh2kFkXMMdXnqui41MWlP8nAknzp65NIw/Wkftm0acaHBWpTXtq5AoHnfz44J2g+Rt7axgFmKq9ZWey9jk7algi2Hj53Z1zxgM0ZvZO64I3lnjnqbppWAXYmtWPPu9V1+eYIZ929FX55wDOGqTJGMTqyg2Ys8IhQxzIpd4laqEQIF2MDkWgsq9B8eI5+hug0y/VnqPPo9NguwtlHvSWW30STm1Cp1/xm7fSWGkcmcY3I0i/gNRtwHk+RRxds3TGvQrSWyA1gkvPessxPe+cPlC7fr7SWGkchcbBOXo3N4hz1iJLU1B5jt6aDpsqDgGrNfoVVlhhhRVWOGLMnDwxotHokuamXzn6FVZYYYUVVjhCVJ18GEeX1Mlj5egfRrj0KYxXWGGFFVa4SFxuJ4/VGv3DAyKAvUTnLVdYYYUVVjgcOGdh8vyyOnmsRvRXPkQEWWZWI/oVVlhhhYcRRIA8yy67k8dqRH/5cXD62XP2WwhJksA5IAgYQgGEKrvueXoMKiwOZvpAGsLh3H1zGlzs7J+WUyWlqIDgDkmDoMGiDnjpIAb9xTzH1F6HAARdpAn1nWDoqbFUD0RLdTVEg6BBCMq6KHlpgWOARtVeggaoe5s3aZB1YJnqVOzt+V4tV0RYnP2nCJFTyEgvh04lBeKgloM4KI46VcqVEwTOFu+EYhgAwgGkbkKso4YSfcBbhjY2zLMz1TRQQzmBFgUIgWwRhGgxDPEQDXaC0FmwlDEgtIZdqKshGkwa2hLUlFcd2Otrj64a7ASBOEAYEAUnyhuOua8GiyBwDsrJLMS0HfBe9a8rhnMWxAqhd+PdNBropXH+JF3i0K5wJNjZ2cFdb3kLwmgEtRCrWkSQTMYQ5xCEESCCR9/0bYhr0upeNCoBV7zFQ3ujR8YLNKWMGcxbOs0V76XjJROCpAi+UkTl68+pBAhskW54EUfF64iQDeRlAKFp4uXeiWqmvIF10J6OpiNCrnhQMqtWXu6fCAilmwuPkFe55WwejgDDqneCoT5IJ/v44mc+Bh3GUA3JeJyxePmd/xoXLlzA1pY/QM9hYDWiv8wQEWTJHkajYNbrExGkSQ5xhGhtA+QmsM6Bs/vA1XP0HMMG10LlZ2qjvZnoRpDbh8of8Ja74BRAa1gb3+sv5xhpdB2i9AwMMm/IyDqNwDooEWTh1bBqHaPJsoYQIdVrMGH355jyVrGoIUTImGYOqUtdufAGaLOHMLvfW15obICzL3odXZ2Gtm4W634yOg1l970aqWKY8GoIr0OnX/TaUNUIzNgbO35RI2OeS2Big1ONGowQNrgWUXoGXFNXk9FpwE1A1v9e+TSUcwhKe2fvVfZVqIme5aMXFOFfE63B0SnApUXeb5+dwRbAEcL9r2EzXY5851SIdO0k1vYfANkMe2GwlKmsSSOyFjGtw+kRRrv3eW0YqRC7m9cgsxdqo6QtaoTWYjvNME1Tno2Owy5orJfhX/eDAMQBKDgGyc83aiiTYHv3fm9+iWx0HNAjHDv3FYwDhb2FWPdNGoFz2E5SpBvXQ5kJwok/H/3e+kkk0VpxvtyDRY0pb9XeyeayxkSrWVjkaZs3aajgGLZ2zkAbf3jZyeb1GKV7iPId7HjC9nbRaGsPYA2sGJAc4unEEOly1L8KgfuIADPBGockyRDHRXMkiYFzgmg0glJUJj4QkOSzjwMAwDEAArkMVBu4wTSWa5NAOICqfeEIBIKyCbSk/lScHo3AOgTlC65cCqGoXkMAE3R7jtCkM94qfBpsy9Sh1F5X2joYlUO5tNbOqcYoTzDxJfjxaGjnENoDe9mZWo2RA/ZVCktRfT2UGsokiIw/mM2iRuyKuOLTzgm5DFKjoZyDFockIHBDXbAzUHYCcZk35PCiBotDbKrtRiVPCmXdzNEDwLFxhq+vxbChLT6kNXUhLoeGwrHxfuOsEdsMymY4NsngECPVlSlh8WsE1uH4JEEWBcXvw9Z/kENrgTxByjXzuBUN7QQnxpO53zGbDM6jsTXJ4CTEpEy411QX7Aw2kn0ENc6tqrFpASd2LsGPOL8Gl/ayAJkzYJPV1kWcTWCVRlrbXgca7DIc358sJacij8aGBUQM9qIA4vLCSdb9PiwQkYVusHOqMUonEMmXciu0adTV1dJFUq5v+Ob3yZUhLC/NhPpqM95lBhEhijScE0wmBpNJ4eTjWEMNyK3cByzinTqsv75wiG2gcl2sKwhAl8ziJOKd4qsDAwhch1RaA+wNu1wvhcPow9u1PTrpV3jDjnb0tTewHeq3h/6UdzvtNtKJjOm1yrmV+jtHy9dl853qFmymeadv9laS9uLdSrNOvKG1/ezNuj3fVpa1ZqCsIrJutlekUT/NWzNQVrGR51AdMh+u51kn/RlvZjrxPtyxcvRXAJgZcVw4+wMnf/RN08dp9rmnSyrSRTStB0/BLev9Q20pkqD0g3LS+gHWsrw+2MorUowEGtClrny8bfcp53p/EJS028MivZwFKss+TdDO9ebVThCZ5nd4cRamC1gEUUunRzlB1JsXiG1zCl523dL/LvKO8mZeEiA23TpyVbTxQoDYtKcVXrSlG29/e9fy9pTBD3esHP0VgOII3cELmmUWl2KPZJ+e7+yeDo6Ga7ei1qPIw9LuMIbwtt03mLfF0w/hRYcf5dAtRO31MIy3zSEPHTFxS6dySEcVHWYhwpaOQO19bbwdZz8W0TbL0md2Z/6+Nntdr1mC6n1NCKR/Bw0d6k8P5v3Gj1GycvSXGSJAlhXT9aORxmhUjOyTxBy5sx/yI0YHR3NUvIPRNkIeuE7W1uEZMvLuhKH123Lf0Hpou21w/baUH1nHZGC7td03uOPXchsP7kgdfocdR9Sx7nKfGuivh9rzcMLK0V9mOOfmpuuVOpjGTybpkTr7ocyt912+uBB+tB4nGmZwWz1czBG0Rgw9kXiZ2qX/wkg3DB2HuRZz2spr72t5zqH10GbP0HZtez99myw78baWD+RttXcQ7dH9Tq8grM7RX0bs7OzgzXfdhSAMEYTzwRmstUgnCYgZYRjAWYdHP/6xc+fohQ52i5L4Ny9Nr/GVs+AgwEbN/a6iwZJBPB+ARQ1eOOM+5WjTcESNz8ECcE3a1DqNqb1NdUVSTMN3tXNavnjOeVFjytvFzmp5Wz1QWb9d7Tz496JV6t6JxXpos3NaPuVdtBMd6gEAVEZFoJQFTMKoqGPxT9kqMGJjQc6/dit8sKu8ek2iFcw0GMs0t3hFQznBqFxDnnJ00UhZDnirKDWUM9515jaNNIgOznx76oJFMLLLz9mmkSlGNt3wS5WNv6UGiWC9Ym/XusjJHfBWUWoQgPXUf2yzSSNnRhqEczYuYs3KbOaqa13kzEircUw874TvOZquSZMEX/zsXyIIIrC3Lor2tMbgFXf+zOoc/Tc6WCkwA7TwwmgGMFpDOhkjSxIorUBuDKquU3EM4XWQ2689Gy76KgAA2b2lMhKZlSuz672fOIZVG1B2D+yS0mkuOLgFDVrYze+Ck60aRm0Uz9fwHA5AUMNRpyEgCFNjXU3tbbOzWi4A3OJHfUFjsR661EVRTt72qmpos1d7xt2nMbWXGt4JKjfkLbZ5kwab3RlvFYsavBC4pKqhcgK5+bp0BNgoLrjsxGuD1RsQAoJs32+jDmH1CMpMwOWxMyEgVxEwdYx6Y0nDACCTQTlBHm8DAHSLBpsJTEDe7/5Uw7hkxltFk4YQYDQAxIBLvee2LQBHI7BIrZ2LGgIgj0NIGe2HOAA4mtMQADDZbKNfW11My40kEFsT1Y4jiEshduLde9CkMYkCAIWjr3snxBKIo7k2b9OYRMGcvb53wvccde1RXgVxDnk+QaR8Qc5K1ztweaQvVo7+MoMgIPHHslccIhqNkOzvFKFIzQWwqQTMoQgm2oTKHwLVjHStOga2u2DjD3KhHcGpLUTp1/33c4RktIkwfRDsUiRagRccvU9DV6J+kTBMi0a2tgXd4TlU/pB3h7FPQ8rRGztqrStlLSwfg7Y7CDO/nVONMP060pK3Cp8GWzsLElM8a7NGThqit2rba6rB2UOI6hygRyNRDC47JgIFpza9GmQdQgSzNleupj1KDbHnZrxzdi5osHVzm8YsR5iMNhBm90Mnwdw5egA4H4eAHIPYCcT4A+YAQEYRNhN/XVkVYrI5Qjg5NztTvROFkEr8AVIjr0bqDI4nxT0mXEfUomHsbu3UcVUjEYsTyXKd1mnshRrWOLCKi4A7Nee2syDG5uRCrZ2LGvuBhrUHsypCATg6taQxgcNVSQIq79fZfqPGJN6EqemkVjUmSLGeJkv7Ruo0JoFC7iKQ4aI+a96JRDRGKpprc189TDUSrZAH0dI6UJNGXV3NX7QJIsBkWXEMdWHGlhgAFET6nT4YitUa/RUOpRSiSB9ZXIWcu5xgL5Aq7ryelSrVac1Mysht7evoBTLuxotyarKrvZlSndc6c8Wd1y/7hF7NuLu9pkco0yIyXrefuukRetVQEZu9K2/XUKb7gV6KYFfLy4xxx2vHgcJ+2O3aJNDY63itYcZ+UBPTfwGpVtgNu12baIXdcDlymw+WCZOgW9yNVLE3IpwPeY9rDdP8FHjjtYwLPWy4EEWdrrVchCXu8k0zTLgQd+MdAmaG1homz5Fnl/cI32pE/zAAMxXhFI8CRDBc/Kk7iyul457Nd3biBRKlG4/wOCocbFcntMhbZ68DkGnVezORYV6arVjkNUxAH3sBpFojsM325oo7O80pMq0gZZxwn9VSdnb68hadk/p6kPKDCnCvnc6ZUnBwtcGJHAF7YdjZGU9xIQ5hmLFRE9zFEbAfBdjv6GCn2I1CxNCou0uo6JSkiov5/o7YiwJYJmylfnunvLth2GvjZaI1zo2ipbCyVeyHGjs9ecdhkXCozi0LgHGgsRuFvbbZTQINR0U91P02xoEuZmF6EBsinI8jHJvktbyZZuzr0ZFvUNVBAGKGKc/qL47sLxVWjv5hgiPdGFom58hZoJzMNk5JOeK3zCCi/sfmKo5cyg7FlNcS9XPwHt6qvRYER8Vopa9jq8IwY6LVQT1I8eF1ZWKUoTt0c6VgWGCJQETFaJyKergYe3PFyMtO2tReR0DOBNNxpOuDECFRCgFxcfxIcGAvFTMaQ6wuRvYMRvFOOBASrZByiETrwR/e/VBjHGiMcoPAFdHZjFLIlML+aASHYSOqVCvkKoCJQ4Rl1LeifhWSQMFxMKgeJoFGojViY8BaQcoRec4KE63mchP0QaIVkvU1jIyZ2SsEpIFGFmhY6TaKXkSqFfIwQAANYzVUyZszI9FFR2CIxalWeECNEFuL0FgYJjjNyKIAE+3JaNgRuWI8sDZCZC2ichlRqPh9J4GGdQHE+Je+DhtT5345nf3K0a8wgxDBqMV154ufSRAiuHJK7TBRtdeqYnrat158MbyHiWk9GGFIxynOTliw1zKDhXHRCmU61kMHYdZZyBVhPwrhDuFTJIS5+O2gAMxFB/Bilr6kdMyTQ/4+CxW8pDVIaYwPaxqZlu0lrQ4lH3qmFNJ4WGehFlR2ULQCa72UjvtieFOtlpYTmmbtjgqLzj6ML63rXTn6FVZYYYUVVjhiVJ09MSMI1y6Z9srRX24QF6Nm38h52qulECADp7fh9EGvXzgGwcEFJ2qPpREpiD4GV7O+LvpYkdxNH/eXrzRWGkeqcQqwIcg3/0BqdtTJa0NZRtp//pjKlM4cbNUfg1pprDSOQiOnQocJxAfvdhhrEHO5OS8F86VxwStHfyWAVOMUeVGmILwGUYsBcwTCawDVNWW53q7qXuzm8pXGSuPoNADH6yAEjQeAyHsOuUP5NLAJR0Xa0SEcK42VxhCNfNpBVuWfAxQj+RR5lkDpS7Nev3L0lxviQC71brYTCgHSxahKBCr7GhQvnqO/ATr9Uu358zw6XZw/Nw96y60+Cac2odOv+M1baaw0jkzjmxGkX0DqNrxr9Bxd03iOnvQWSI3g0rPeckzPO6cP1OdxX2msNI5AA7IJiIU45x3EBaEGECFLxv77Dxmrc/QrrLDCCiuscIkRhDG0vjRj7ZWjX2GFFVZYYYXLANUx0NLFYjV1v8IcWGSWXlWIOkd1awOJQJWBUrxx4i+Ctzjn7YpMf+V578PipTKgjTuEY4YHvEWQmxnvIdtrRVpT8w7hncY/OJSgDlIkH1ECRMYi5eFnx6tgJwidAzuB1VzEgb94a+d4HZVBhQ7J3iKAkAPnBtlh8QoQWAvlyvPuSg6lHghAaKq8fChHMEnKfPPaAdbCOneovNNUtIa5T9ivbxisHP0KQJnMJLBuaYrHssE4HO40lHNga+EgiCpJLMQ6GCbkrAY5OuVcGRil+HumBKAi65hlQjaQl8QVQUwWHlngkCiHbGASdBZBaC0SLdBOENppp8fBMhWhiAc4UBYpPugVs4wT6LLeh/KSCEJrENjlz6Ihghn4TkztBSlMyg5PnGYgZ5HqItzqkA+8dg5bSTb3jlkDTAIDPUmxFxROaYi9kTHY3l8OrpIpxs5IDXIcygm20gyxsUjjGCYMsV7G1s8UYzcMkekB9jrBVpYhzu3c658iQxaFyI1DOpA3MgZxkiJeiNWfM2E3CpEN8CYswGaaYWQMSID9wEJnBlGSwJS8yYCYEyTAZpJhreStYjfIkYuFf/fJpcWlSh27mrpfAco5RB4nPwWLILJmNtLvitDaWl4CEDhBbEzv0Wcw5fXcRgB0ydvXXuUEoZNaXiWCwMlsdNAV2jrExrbYawfzqprbhvKqMrJcXZ9GS9FZoZ6Zt5RzZZQyf3lkHE6OE8Smn+uMjcXJcTLn5KsInMNVk8SbIrYJkbGN4VlD63BsktaW1yE0DifHk9rnDG1h73rWz17tHE6NJxgtOPkpWAQnJgk2esZdD2zBGzh/JvnACU5M0t71q53Dyf0x1vJlZ4zy/T0+SbGV+pPT1IEBnEgSrNfwsgDrmcF20o/3sCEiMOml6W6sRvSXHbTw3yq48sctRYwSnh6DCoGa+OEgDeGwNtIUI4CQhmV/tCvHEQQCoQiBAKk33/ayRhF/nWG5yFTmuF4jQADT8TlYFLjkrcKnEQghLafG2+pKOQdHCpajWjunGqHoGW8VPg3lBApuZq9jDSt+De0IeXnSoq69phqEAAr5Uj34NAJX5CqYhpcVrtdgJ1BleziOasccjjWUDSEIvGFrFzVIBFoc3Kweotl/rdKgSo7vzVxglYIlBeL6KGnEARQUNnOB89SnU+HcfzdywCg1P7Kv0dDOYSs3RSpX1rDK/06IChFZC4hCVjdxUtFQTrCVJxAOZzMBTvs11g1gNCMr13GJg9qspkwKa5bmeOfqoqKxZgCjCEllI9j0bPiiBjvBdlbYK6yLtLw1dRFCwQojbWiv2X8tcCxNgAV7fRqxBYwBxkFQ3EvqIMbIogYFiIwFUQBb06OcakQ5YyMH9pYyy7Vo1NTVwkXlH3hjpIgQ0mQMd0hLbG0gkUuktMISdnZ28Ku/9mvQQQTVMK1orYUzBo++6dsQj5rPfvZF31GvoFvg/b68KPcErHgfebxkQtBCb8ESdZqyHfWcsXBEmHTgjStplg+TNyqTEHXnBSYddmb35ZWSt+0Jj4o3LJcKLztvmanwsLPCp5N9fPnv/hpKa7Cabz8RQTrZhziLIBzhZ//fL8WFCxewteUP0HMYWI3oLzdEQC7xxqGeP0fvwNl94Oo5eo5hg2uh8jO1EcxMdCPI7UPlDyyVaVtEJrNqHaPJvd77HcdIo+sQpV8DuwRCVGTratDQ1kFXPpJZeHUHjetB5mzjc2izh7jmbGuTRqJVY10V6/2Cyeg0lN1HmN3fSWPRES1qTHmr6KKR6U3o7IvecuEYTl+LOPkquKau6jSmo3obnILwOnQ6rzHdcLbY5m0aqSfFb1WDRJam1Wca2VehJnopHz0A5Me/GVbSIu+3B4HaBIvGaPc+b7lTIdK1k4jGD4IrucmzOJqN6jk6Bbh5De0EG5PiubPRcVg9atUY7T+APIA3n8NUg9IL2Jws12ebhhmtIx9dBcnPeyOxsQiUOgFlJggn/lzxPg0TBbNRPXEACo7NaZAAG5PJbPp7snl9J41o72ve1MEzjew8NvZ3vEtDTRoSakzWrgI4Ks6we7CWWuSj5TZv1AgU9irpgDnYatTw1ZXHkmJ2z+UQquxNEkGWJBAniNY24OylSV+7cvSXHbLw3ypc5Y+AJJ9fc3IMgEAuA9UGbjC15YEzMC6FUATl6tarCAQCu3R2TU4LWdwWNLQzc+uwqpMGAJuC6rKMiYGySS1Hk4ZyChb1daVtMXpjZ6Aqz9mmodxCKtyF9tCu2J1cRRcNkri+PR2DgLn2WESdhqIyE6HLIBQt14Nz5cmI5TZv0tC0vPO6qqGtm524qFxR8qRQ1nkdPdscBnltUBJtEhDFUDUf9AOebO6aKBfk0w6z2OJjXdEIczO7nk0Gx0EnjQgOmW/Zp9SITOLladMIcoV8hCU7Z/YaCyYDNlkth08jyi0SVSyhiCtapKoRGgdtDq4n100jyhOM9XKCnqmGtikC4+do0ogyg3GcF9HoPPWgnYM2RZ7CxTZv0ojA2AsOfsfi6jVQU1fei8QVUxHl/H7h5FOIOESjdTAruJb36rCw2oz3CEbvtLPT+y4T72C0TMHSwL2vbdPcQ6bB0aUehtZvy31D66HtNh5avy33DTwA0TrV32fKvg9v302RB/a06PbcDDjjbbmPe262PLjvaOqhtd0Gzr8PtacPqk4+jCLwIWfybMPK0T+CMfT1br3v0meBbMYRpaVsqwf/HuVDwFDay9QuR1UPQ9dV23Leu4Hmtj3n0Hpos6fteerva7F34O/mqH4XbfYMb7ejxeV28lg5+ocP3MBeeyPngMAc0ukHdzS8Qz88ruXDMjQYzlHUAzp9KIehzZ6h9ra9R0M/wLbFHjvgXDzKoCnN5cM+xG3n9Iec4wcA22LvUN5WewcGrGnjNQMDArXZY3jY3NHQ+usCweV38lg5+ocH8twdiaNv+5B67+nwIzVDHH2HewbZS9Q6kh0SicxSu81DeF2XDk9v1sLZtjlyQ/0n712HDoKl/h9gRx0c3IAPuyPMHSvzIVXcOyKkEJC28BZR5PoRC4CkxTkY5kGdtLbd/JYJ2QAn2Fa/zrOhtwsmng1+VQj5N0O2oc3ei0GeZpfdyWPl6K98ZGmKPLfgQwiLuQjL3Gv6Uzr28h33/1B2sUOIenUipGNv3RH1/gDnHX60MoC3U1S4nvWArqMzot5R6TqNhqj/6HA39J/VXkTfD/te6D/3PwcCdqNu+lNMtO40c9GXdxzqTjNvfR3nONCdOqJ97TVMnd6J3Sjs1UlLtOrEu9+lfStIFSMdEHmvC6y1V4STx+oc/eXFzs4O7vrVX0UY+c/RZ2mOPEuhtIZixqMf/9i5c/TTnN4AQOLfvTm9pqm8iILmL3cVDUjuD45SozGLFV+W12lYima8XZ5jyuuzs6rhQAdBYjrUFaEIRtNaFy31sKjBcrCxrKkuHGgW+KWtHgBAucy7YW1Ro1oP6PBOTOuhzs4DDYKg+3vnqwcAUBkBcvD+50zF6HgaREdqIuWV5VGeLh1jRBkYZXapMzBMy6O3Bo3IWOhyLETOH/VNWMMwF462xc5peWjtLARy1c5FDUtUjGIrwYSaNALnEOU17VHRmPH6bPRoTCNR1tk5s1cFxVHWtnooNQLrimBDNXZO4QiYBEEZw6P9ndBOEFnb2GYAIGKKs/mLneaO713TNWmS4N5PfxQ6CKCD5RMI031D1hi84s6fWZ2j/0aHOIc8S6Dj+Zchy3LkmUEQRtAKsNaA3BhU/WFwDOF1kNuvPX8u+ioAANm92nJHBJ3veZ0GcQyrNgC3D0jqnQWv1xCwA1xQlCuzu1BaTvsqC1C/56gm3wEAF5ycacx4iQ7s7VBXTl9VJFpZsLOq4UBgt+dfDajRkNJeFpmzc6keiABubq+qhrhkxrto51TDLtZDl3eCY4DWoO1e7Tl6G5yEEIFN/Xu1qFGth+l7peweVE4gxxAqRm4JacDmIL1R3GeX48wDmJUnlANiEBs7d7LA6RBWj8BmghwWE1Xw+jh8GgkBIa8hcA5Btr/8jACSaIRUrQEurT1TvaiRFn+ZxXfP420AgC41BECmVXEW3eZFJDaOWjWKWZPUG1J2qmFdMuOdu79Bo+g6WASkQXJgZxWpZiRRXOy1qWuvBY0MAMhhlOWzExSLdZFpxjgIINZ469KnYTgCXI61fOw9mZHH20XnTHKIpzPQRaOtPQACK13OxPo6A6XrHXiyoS9Wjv4ygwgwWYaMHMKw6ClmmUWWWQRRhDAK4fI9QARsLoBNJWAORTDRJlT+EEj8MZOtOga2u2DjD3IhUHBqE86dLwJvuMKBUrnm5TiG1dvQ5twgDQcARgG8CZU9NOO1RLMMduwmvZ/DTQOFlPaKMIzeAsy5A97qc3asK7K7cPZ8GctdQJAyix9BOICozfq6bNAQAE4Eoo5Dmx3o/OsQIjgi2DJUJlfao6vGlFc5AaOwOVfHwG4X1l6Y8c7b0k3DmXNQNpnxTu01xHDBCbBpf68Wy6XMrscmhIw2obMHICZCSiEmShUbJ8tvL6kRxE4gxh8wZ3aN2cEEQMqCkbEInAU7gbgIWbSO3EzgyMx4l+5v0Mg0YNQIIvsHvFSsXSdaw4oDY60IuFNzptqnkQBIFTDKDdgwRK1BzA5yxZhoXXTQzLQ9AnB0qpNGKvvISt6wYq8xCnm0AWPH3npo00gBGLUBne2B7U6Zva5Y6pkEGoYIZIJZe/jg00in9WAMQmvhZANsxsjdbsnLgJl3uF00MruHTOUlbxHHYbqUlqhtGDeG1HTou2o0tQdkEwQHcQLxnGst9v8qiPTLDzAUK0d/mcHM4EAjyw56fVlmEYYKQXhpchVP4Yjg1PxYVQ4hPasQwTEhO+S1sKq9Vik4ZvAhpLYUIuTq8PdETOvBKIbI4f30hAimYq9lhgjjoh+BClsPHUTF/pCynvejEO4QPkWOCfuhPvisUQBmLta4L2KBUoB53kOCULEGTzoAKY39kWeK9yJ4xxV7SWtv9M1evOWeiDQ+HDtnoGKj3STQ4EAXHeqafBPDeOf/mY/ouO2VjJWjvwIQBArMmDn7MFQIQ3XJUhiusMIKK6zwjYvVrvsVVlhhhRVW+AbGakR/BSDPLYyxc2v0AODbrLnCCiussMIKfbBy9JcZzjlYYxBFeuboUTp7oRxhtGqiFVZYYYUVhmPlRS4zRAAdhgijg+F7GAGgHFlmAGTQKgTIwOltuEpWKOEYBAcXnKg9MkakIPoYnPeIByD6WHHWXR/3l680VhpHqnEKsCEIno2apGZHnbw2lGWk/eePqcxQx8FW/TGolcZK4yg0coKAQcwgX0hlKuMF0KVxwStHf5lBzAjCaGl3exApCIqAOU5rKFYQXoOoxYA5AuG12YuzjGJLn6i6F7u5fKWx0jg6DcDxOghB43YhqrzzvcqngU04av2grjRWGoeqkSdw1sBx0BwV7xBONXXBytFfZjAB5FJvgrUwDAGEyJIxKFBQ2degePEc/Q3Q6Zdqz4bn0Wmw3YUyD3rLrT4Jpzah068ARajEWQAWIYLl+FA0hDcQJl+a8VZjc1/Mc0ztNcFJWLUFlX3Fe39fjcV6cERLdTVEw4Q3gu0OgvzBpXqApz06a0wD0QBI428B2T0o263NGzXKoDw0rQcUuQP6vldLGghhoxsQpl8A8jWkKlwKIcvRNY1n3ElvgdQILj17cI8UkdxYBFaFsGvXwqYP1J537qohyVmE1oHFFccCp8f2pmeqB2qQAIHaANQINDlzwDt3UX8NEiCwDmpqb3QM0GtzdTVUI0jOz3gN8yyUrq89OmsIimiBo2tAdgJjdr0hentrCBC6g3P0OTNkdG3v96pvXUE2AQiyZB8Eu+TsiXVxjt5dmnz0K0d/hSOMIohNjySpTRXKOQTOLUWSsmwwDodrK+fA1sJBEFXDfpZx3YdmjmLnEFbsJSUgEoxyU/AyD0rLSiKIjFnKAS4AJuzgBnbAWQSBtYAWaCezEKgyTR7CPCid7pS3aq91AuUslLWDeSGC0NrC5uo/l/aagZGzSQSBdSCymEjxzo3SFHAGqVbYicJByYCUE2ylGSJjZ81uFTAJDDjJsB8My5rG5fuwtTdeep1SzdiJ1aB0uewEm1mGkbHIoggmDLE+KTpuqWLsRuGg30bBm8+i7s1slQxpFCKzbhivFCGB4zRFPJlfzskUYzcMkQ/wJiQo6iE3YAH2Awud5YiSCXLF2A2DQbHoSYCNNMNayVvFrjbI4GqCNx8elFIQZ5Gl6WWPd786XvcwQBDwkSS1mUI5h8guO/kpWASRNcWGgh6Yxsj2vWQEIHAOsRnC6xDX2FvlpZ687KTo/dfwahFo53rzausQG1vP6wSxsUuhbFt5nUPUwjsawMvOQXlC61Z5p5ED+0C5oh50DW9sLE6OJ4hMTYzxGkTlfXHFyc+V24PyPgiNw1aaFc/q1XU4nqTQPTvhgXU4NZ5gLbdLoWoLex2uGicY5f2ipmk35V0OgQsASgQnxwnWs/68J/fHCJzz8obW4apJUvyWe0A5wcnxBOvZsjNGWU8nJik2034umQGcSBJs1PCyCDbSHFs9eYcgiEIQMbI0hbP93r/DxGV19B/+8Ifx/d///bj++utBRHjve987Vy4ieNWrXoXrrrsOo9EIt9xyC/7+7/9+7pqHHnoIP/RDP4StrS0cO3YMt99+O/b25uNv/83f/A2++7u/G3Ec45u+6Zvwute9rtW2L3/5y7jtttuwtraGq6++Gi9/+cthFl7kP/mTP8FTn/pURFGExzzmMXj7299+UfXRhKNy9MoziveBBIh7vKjaOm+ikUWwAJHry9s+huLyA98VqnRubaDSsXSNZqTKmYc28Iy3GzE5h9C61kmLqb1dnTJL0dnp8rYFPTo9LNLJXhaUzrPbOFmJ4HiStr7DJMCxJEVgO/I6wfEk8Tq2Rd5i5qM774lJ0m4vgGNJ1rnTQyLYqMSMb8JWmnXu9LAAJ8aJtzO5iFFuO7cbCXBiknTqJG1kpnvnpJx5UB141zODjawuVv3hgEAI4+iyO/vL6uj39/fx5Cc/GXfddZe3/HWvex1+5Vd+BW9961vx0Y9+FOvr67j11luRJAdTRz/0Qz+Ez372s7j77rvxvve9Dx/+8Ifxkz/5k7PynZ0dPOtZz8INN9yAj3/84/ilX/olvPrVr8bb3va2WrustbjtttuQZRk+8pGP4Ld+67fw9re/Ha961atm19x777247bbb8MxnPhOf/OQn8dKXvhQ//uM/jg9+8IOHVj9HDRLxjq7qwFI42i68XZzxwfXo5jB68nK5TtnOi7lsYq28AIKOnZM+vNNZg068feq3dMqdeHt8iKjH84XWP9r28gqwnXQbbYXGPyqu5e04itvu0HmY8QLYyrrxbqVZZ97CjqxTpzKy3esB5fN14d1Ms05OfmZHx/bYyLJeMyEbWQbu4rzzvNcM1kaWd+oUXAyILr+zv6xr9M95znPwnOc8x1smIvjlX/5lvPKVr8QP/MAPAAB++7d/G9dccw3e+9734gUveAH+7u/+Dh/4wAfwl3/5l/iO7/gOAMB/+S//Bd/3fd+H//yf/zOuv/56vOMd70CWZfiN3/gNhGGIJzzhCfjkJz+JN7zhDXMdgio+9KEP4W//9m/xv/7X/8I111yDpzzlKXjNa16Dn/3Zn8WrX/1qhGGIt771rTh9+jRe//rXAwAe//jH48///M/xxje+EbfeeuuR1dlhQjtXzQ7a+Z62+Od1U51N6PLjVJ70tG3Qrn1NUku3Eew8ryBvWXJTHUfGVbBI6weYBtWDIGNpXK/ncnbH9iBXcpDwppZXpJdzQ9mBUCK+/Csz6I6zMFUEtpgJyRreCeXm95N0gXKCyNjG9WQul2h68YogchZN404W9F4+YCkSySylq62Aymv6gFAk1BmHDa5FgLWeyxJTe8ctIfBHxsC/DdYPEmAtz7EbHUJs/Sad0tlnSYosTRGxvqRr9lfsZrx7770XZ86cwS233DL7t+3tbTz96U/HPffcgxe84AW45557cOzYsZmTB4BbbrkFzIyPfvSj+Gf/7J/hnnvuwTOe8YxyB3uBW2+9Ff/pP/0nnDt3DsePL5/zveeee/DEJz4R11xzzdw9P/3TP43Pfvaz+PZv/3bcc889c7ZNr3npS19a+0xpmiJND17DnZ0dHOwY830oufLHQSiAUGXXPU+PQYVA3YiNNITDuftmRaRgOIJjDVuTRMJxBIHAcYQDD6Tm87EvapCDrXzZbQcNQAAKIXVbm0gDHNVyNGtwS10V9jrWsNJHg+cc3KIGYb4eimdt1nDlkR1fe001aKk9Fjn8GoQikYxwWLTZggbN6sHX5vUaBIJbOCZU1SBxsAtniQvu4r9WaRAtf/QYCsRBbV0oCiCkYVVNXZb/7hbKA2Fks3d1WSN0ZsbpdAjhbhqBWKQ+W0uNUNjL06ahRSEvz2/7sppqZyGsi7S8dXZ6NLQooLR3eja8qqGdg6u8Q101ggrvXDWUGkH5vfB1eZo0AuGCg/z82glQJrVabPMmDS08x9ekgZq68lxU/jk4QkcEhKMRsiRBOpkgWlM13/3DxxXr6M+cOQMAc852+vdp2ZkzZ3D11VfPlWutceLEiblrTp8+vcQxLfM5+jNnznh1q3bVXbOzs4PJZILRaPkM5mtf+1r8/M///Ny//cfXvQ7CEaQ265oU+cGdgQuvh4vmeRkOElxdOwhkOIBHcNE3L5Uls9GQYLJ2Yw1DUZ7G1x78bWH0tqiRekdZ7RouvLq2lOHg1KiVw1c+tbeurrJKPVi9honupuEbxVY1spp6aNMgWG97zcrFzbVHVw0BZrnpCW5JIxepjByls8aUd/4ZDjTmeec50uh6kApBslyXBAE4Aken/CY4B1iHyeb1DXYC6drJub9bZnB1RL+g4QKHSTT/Be+iscRbBUeQ0TWYhPUzBXUa07TLFBzzugVyAlgLq0eYbDafDa9qWCLwwgxEVYOcYBLMu+MuGvn6tUu8cxrhMUx4s7a8TsMRAWWH0fdOkACpLmYKFtu8ScN56qFOY06vpj0AAJP9YoWedXmUrrwHQLQWIp3sI53sIwib6/KwcMU6+m9E/NzP/RzuvPPO2d93dnbwjne+E+QSbwpJoWJURC4BxIGz+8DVc/QcwwbXQuVnaiOYmehGkNuHyh9YKousQx6cglXrGE3u9d7vOEYaXYco/Rq41EjV/Ih+USOy85u0svDqThqcnwXqzp9HNyIwu4iy+73lTRqZYlg1qq2r4ny0YDI6DWX3EXbUyBbOPC+2R2CXp5a7aOR6Eyr9ordcOIboaxAn983aYxF1GjkX6WFtcArC69ALGlN7fW3epDHlraKqoa1b2nsw08i+CjXRILf8oc2OPQpwaZH32wOidYBCjHbv85Y7FSJdO4lo/CDYHqyhS6CQlDN8HJ1a0lB5jlG5+SsbHYfVo04aIIuJZwp4qsHjhzDybP5q05hEI6TrpyD5eW8kNjIGCE9BmQnCyTkvh08jVQrjuLCXOAAFx+Y0yFqMKnslJpvXd9II976GsSfl7lQD6XmMxv5c8E0aOTMmW6cAjooz7AtQziHKxNvmTRqGCfujeFbOwVatBmrqahlrxSDN5RBa7txF8QhpMkGa7HnvPmxcsY7+2muL0cTZs2dx3XXXzf797NmzeMpTnjK75v775z9mxhg89NBDs/uvvfZanD07H/hg+vfpNT7tj33sY4331PFubW15R/MAEEURomjxByAL/63CVf4ISPL5jS6Oi16jy0C1gRtMfbmzUC6FUARVG7iBQCCwS6FcVlip9Lwdixoyv+u1iwZAgMtBdauRYkCS1XI0aQir0pHU1JUUATXYGajyOTtpsJofiS60B5W8VXTRyCWub0/HcJX28KFOIy/tJZdBKPJoTO2db/M2jXyxHoAFjeV6mE5ZskuhrPM6ehELkbw2KIkjA3IMVfNBn9lqs7lrbBAecIotPtYVDQs3u55NBsdBJw2r4be11DBkvTxtGlaKz/SinVMYcgidAZuslsOnYVWAaY9dXNEiVQ0DmbueOmpYMvBt/plqGMlrOZo0UtYQlxfR6Hz1AIBs0UFbbPMmjYzVHF+TBmrqynuRuKJ+PfP7xIwoXkOyf7S7/qe4Ys/Rnz59Gtdeey3+8A//cPZvOzs7+OhHP4qbb74ZAHDzzTfj/Pnz+PjHPz675o/+6I/gnMPTn/702TUf/vCHkecHFXr33XfjsY99rHfafnrPpz/96blOxN13342trS3cdNNNs2uqtk2vmdr2cMCQwCRd7jEDArRIGXGtUXsAr6XlaeWla4bUA/mn7qsYEqDF1SwJVDFkj7CbTn02wBD15u7Ca4n781IRUKkJGQ/jTXTz+CZVvBSlrw1CQNIS2CVX3PudEACparbXcH97ASBp2IiH8ncxJLhOW/06psbNkHWYtPAKAdmADW5tvEcFIoJeGvgdDS6ro9/b28MnP/lJfPKTnwTKDXif/OQn8eUvfxlEhJe+9KX4xV/8Rfz+7/8+Pv3pT+OHf/iHcf311+O5z30uUO50f/azn42f+ImfwMc+9jH87//9v/GSl7wEL3jBC3D99cVa1A/+4A8iDEPcfvvt+OxnP4t3vetdeNOb3jQ3hf6e97wHj3vc42Z/f9aznoWbbroJL37xi/GpT30KH/zgB/HKV74Sd9xxx2xE/lM/9VP4whe+gFe84hX43Oc+h7e85S343d/9XbzsZS+7xLU4HJa5V1QvKafP2uCYe+3cRvkBbtUn6u3s8w4//CKU5+HzygDeTtcPqocOP/UypOnh83Z7b6rYC7vtgu7rMPbDAJ7tAPMgYLej/hQTrZZD13qwF/o3eNVhHOhOHdG0p4MbB6rTu9a3HkzHzsFOz13uqWJkup13HOpenb9M8aDIe4eFS7MV7zJP3f/VX/0VnvnMZ87+PnW+P/IjP4K3v/3teMUrXoH9/X385E/+JM6fP49//I//MT7wgQ8gjg/WU97xjnfgJS95Cb73e78XzIznPe95+JVf+ZVZ+fb2Nj70oQ/hjjvuwNOe9jScPHkSr3rVq+aO1l24cAGf//znZ39XSuF973sffvqnfxo333wz1tfX8SM/8iP4hV/4hdk1p0+fxh/8wR/gZS97Gd70pjfhUY96FH7913/9YXO0bgrD3Lm3lyluHW0eXKsQGduJu0+Y1lRxEUWuI2/baPPgWtXuAAbysvgjdC0iZ15KblR7rVJQDp3OOPvW0Ot5GUHH3p8lathEOg+jGNwxbsMkUNgPdac2zpVColWnY2uJVtgLujnacagROOvLqbcES4RxEAKNh+AKTAKNwDqsdzhelinu7BAtMxKt0GV8mCvGTseRZKqLMLSbHQLLWCakWqMmoaHHhgBbaTuvYcL5uJu9OXPnY2uWCOc68j7ccVkd/fd8z/dAGn74RIRf+IVfmHOwizhx4gTe+c53Nuo86UlPwp/92Z/Vlv/oj/4ofvRHf3Tu32644Qa8//3vb7X/E5/4ROM1Vzqmo05L9U5DAKTMvTItCRFSrRoDsEj5MXN9RntExQfNs9Ftkbercyt4AUMMbnDg0zjv6DOKJCBRGqGztWedZTat2290mmqN0LbwMrfGPVhEpnRjR0amyyjMUD2mhDKtINbWRkwUAPuh7n2m+VwcYTPLsJ4Z7whpyrsThr2GUBfiCCNRaOoajHXR0YDtvqayExfx/DezvDa4zDjQuBD1s3cSaFAUFsFlangngcKFKOrcqQWAvSiAZWp0FolWvdttPwzgiBqDCCVa4UIcdu5Yo+zYXohDHBvX8+ZMOL8Wd5qFOUrY/NKs0V+xm/FWuHQonLIuRlyVsKbTbE+Wy7zKPRdEp7yuTDAznc6fZm3r69hmKDsRLFKG8JVyrbhw8IaGJbRBuS6caAXlBFxuopnam7GCI2/m9FbeTCkYFjgiuOkaPyr1MPB7kymFnIvY80XQISnWt4lgtBqW0KZczkiUQgie8R7YS3BM4AEBvvKyHliKWRxBsV6bBQEmuts09RII2I1CjIMAo9wgcLYI/KMYmWKMR3GxQWwAkkAjYw0XBQjK0xnTjtk4CGBVOGj9cz8snndkDFgVM0SpKpI8TQI9+LexH2pMAoVRbhGWWfykdJh5oJHLsBHsJNBQYYBQNMSoGa9RjInWyBVPt9T25k20xig3iKwtO5AEE+oZ7xCkSuH+9TWMcoPQHWwOzrmw16gQYvwnSi4V8ixZCqt+VCBpGlKvcKTY2dnBr/7ar0EHAZT3hS7+zdoczlg8+vGPRTxazEdfgMS/w3R6zcWWrzRWGkelkbkA4nOX0yA6UtOj6Fp+GBwrjZVGD400SfDlv/trKOWPgJdnKfIsgdIB/j8/+3JcuHABW1tbfr1DwGpEfyVA/ElHpuu1JA6ABbkxqDoVzjGE10Fuv/YcveirCg7rP6/ZVr7SWGkcncYa2O1DbAjxzJOQ3ii47MRL0VrOAcAR4NLa884rjZXGUWgczG0sdwQKJ58jCGPw0FnNnlg5+ssNcYUjr5tXIQ1IBoiAzQWwqQTMoQgm2oTKHwLVBJqx6hjY7oKNP8iFQMGpzfrylcZK48g0NsD5A4DbgHg+RaRGEDuBGH/AnNk1NeVCATg6VQTDqTnvvNJYaRyFBmSzjJ9AkMqaZ57lMHmOIIoQhBFM7u9MHDau2HP0K6ywwgorrPCNgqmT10GAILy0u/1Xjn6FFVZYYYUVjhDzTr5fLIXDwMrRP0yw2jK5wgorrPDww+V28lit0T884JzA9cyPvcIKK6ywwuWFyXNYay+rk8fK0V/5sNYiTU3N8bvDB4kU6UGlOD/eJ7BGI6Q85y0ClOfSD40XgBPnPblwsbyHb29Rx+zcofMyivo93Ho44D38egBYiqx5KR9OPFASIChjQTileoV4bkTJW5wfL8K8HspvQ4q87yAHbdyh8lbtNYf4pZ/GEwAIuTqkd6K0F86BnINxcmjBbObsvYQBcpxzMMYgCMPL6uSxcvSXHwKCkPJGnbOOkU7GYC7OYjq9DacPNnEIx0XO7+BE7TEoIgXRx+Bq4lKKLnMqq2NgkblvLaE4BsViB2uwCEhtQwEgdezg33EQu37Ic3DZcZjZq4+DATBve2Pid9ZQx8AuX/I5DMCqbRARnPYnQ2rSKOwFFDGgj4GkCJShyuA0U3un7dFVg0SgpMzdPtUiBahtkBg4T6KaThriQOo4FM3vCp7a2/W9WtSgsgNFFEHgIPok1gxhzRbBbSZaH4RZJjU76uTDtIz0FkgEI2MQWjcL7OQQwhgDwRoS5fwOqUWD9QZC6xDbaC5glJgiWMw4GkHK1Ka1R608GgQUwVyshdFrgAMCGc14J4GCnR6vLVNTd9Go8lbtzSWGcYDhDW8wnjYNAhAKQSNG6CrZOU0RZS4JNGylPbwm1mhMg+WQALkjgNawYXMYoaXgQdRVQ28hyieIzXw9wAKJBXK1gbpQNZ01mtojJ4gAOgwRxp5splS4XqJL44JXjv4yw1kLpxRkIbGCtRbpZAxiRhgGcNZBeA2iFgPmCITXZi/OMsood6ruY1Y4IKgN7+jHUVg4EVqD1GbR8msUPzCZlVu9uXQngeC433NMeZ2n3JUatJBVrUtdTWcznMfOgrMYLdfVZZ0GSRFXzlXsXKwLwjRrXXN7VTWKoKSL9YBljiVn3/ZOhGA4OLUGsL+uWFwx49PwXi1qTNtNyvcKEFi1DgQECEMBWHdF9rNqhDxS/rTPU2iKEVsD4gC24sOEi3TKxBHWnEGiVW1YZJ+GEkFkDEgAG6wv3wNgJBqZCAxHrR/tqYYSQZwbEOs5e024PuNdc0U0uyJqYvltaNFgACOrl3in0E4QSIiE1LKzb9BgEcTGlPE8DuycrwcgdYKcqb69FjSmvOyxd6oxEiADL2Wla9IgALFoKIphPQNpJQJlDHIKG7PddX0OL/IExIwgiMrucZ3I6hz9IwZZMoYiPZuet9YhTYoPQTwaQcw+IAKVfQ2KF8/R3wCdfqn2vHMenQbbXSjzoF+cTwC8ibXJF73FliMko9OIJ/cCkhZJKzpoaOsQljnIs/AUjNqq1TAqwv7aozs9R5Tdj9CzX8GnUU1J2lZXyjnY8DS03UGYPeC1YaoRT+4teBcGiD4N5Ryiir3j0aNrNRyA/fhaOL0JnX7Fa8NUI0i+iLV87L1mUUPK7GrTcLhWn4RTfg0WQeD0rM2V87fHePRoKLsD5x7yJjpa1GARRMYehBHhCJPRjRglX4AeB3P56NcI+PraCG50beN5Z9JbUBzjxLkvemOaWxVisnk9Rrv3QdkM6wR8fRTPhVXl6BqvhnKCE+MJ8ug4TLiO9Z3/67XBqhDYuh6Sfx05+Wc3qhpc8lbtTWO/xhqAc6MYaRAV57bTB2rPbavoamzsX8Bo4o9bUNVYB/DQKJrP2jY9G76gQQIcH0+gnWB/61HQ2T6ixK+h4+PYW9tClvt/P3MaLsdVJW8VPo11AOfjsIjlr7dAagSXnvVrIMC6PoH1na/W5qOfamwk57AThdgP579prRo1dTUH2QQTIC7zJqoi1gAUxPltPGysdt1fZjAzmAlJYmCtg7UOSWLATIhHEeiw1kQ9KKZ9u6/nqul6YgfeoMN1B9ej27qyCIIemxKn67/tvPB2Hmp5gc7P18teAFq6Xd+ULGgRBMw6XYfN2/X5Qms7L8GzANuJv4OxiMjYTpkBUb5nW2m3D2tTohUf72ZX3oaEM0u8ALbStFOynNC4zrxAWb8drt/MstqkST5Ei1Plh8TbtT3WTV6ux3fDZpaBe9jxcMXK0V9mEAFhqMFMmEwMJpPSycf6SJ08yqm8vgpdHP0Q3i4/TiVHZK+4I+FVzvX+gRUbFpuvoQH1oJy0ntGc7iPoA91h898Q3nC2gaoeSuozGDbxtnVOlJNOaW+r0E4QmWZedoJRPoDXNd8z3YDYB0qAUVtCFSnWz/tgukegjXetJy8LMOqQ6a23vQNseThi5eivABARwvBgGi0M1ZE7eZQfyr5gaT/UzwN4CV14e9OCOnQi+owA+vD2dUJT3uXtc8vXDOFts0cNHNm01u9A3jZ7AjuMN2qZtegzqzF/X7PDGMobtHQ6htvb/DstOlsDeFs6JoEM5G15ziKDY3/etvfhGwErR38FwLmD6frqNP5Ro2/a2SnaXpqhvO0ObCBxiyMaehyt7b7BvG0XDK3ftpmCgcRtvDyUt63DM7B+2zoeR9XhGdLxQzn6biwf3JFqmdkY0GHvYs+QjjWOsB6G2vNwwsrRX2aICNK0cPKjkcZopCvO/mh7mkNf79b7Lt1R1W64BLMjPvSfYO+IobSXqV2uuM9oSz0MP8fefOPQ96HNnqH2+jZR9imvve8iy4fe5660784VhNWu+8sM5wTMjDgOZtP1ccxIkhzpJEO0FoKKkDAQCiBU2XU/O5YWAnW9c9IQDufum8IoBcsRHGtYDr23O46Ko2EcHRxh44XjIgsahtXc6KWrhnBUP0ojDaviWo4mDUuqsa4MK0CkuF+izhqW1dxHdlHDKgVaGGV00Vhs5yqmGtX2WESdhmEujsRxWLTZgoZhVRwv9LR5k4ZVvOQUqhqWNXjhEGDBXfzXKg2i5SNITgXFccaaujA6ghJd7Hz32Vj+u1soz3RwcPyRFIjn6zvXDGuK53E6hHA3jUyJ/+hmqZEHEXyz+20aeRk7gziAb5BttIJmDafDejs9GrnWQPnc07PhVY1cadjKMFo6amRBNOOdq4ZSw6gIVvk3LzZpZLqoR5Dy8hsFOFUMjhbbvEkj1fN8TRqoqSvPRcUAg6jmCF1Zfol63yTyCJi3uEKxs7ODu97yFoTRCGrhHL2IIJmMIc4VmY5E8Oibvg3xqPlMcV8Mmf7s0tNf8a54u/KSCUELw1IhFMFzmjhRbCjrs1TUhRcA1vryApgE7bwjY3qvI08C3Rrhb2Rs7ynoo+JNtIZteSViY3svZXTitbb3FH6qFcwhz/qlk3188TMfgw5jKM+R5CmcsXj5nf8aFy5cwNaWP0DPYWA1or/MIGaQpKCFeScCEMcRkiRDluwjCBQ4uw9cPUfPMWxwLVR+pjbam4luBLl9qJqzrcxXwap1jCb3essdx0ij6xClXwO7BKlSS1OFPo3IHoSkzcKrWzUm8T8Ad3iOODnr/fDUaaRqOoptrqvQOqTxjVB2H2F2v9eGqkbGvBSi06cR2Pmd4ZPR6UaNSXQtnF6HTv0xB6YaUXofAuvPZe3TyJlnQWhscArCfg1tHZiiuTZv0iDzgDcIzaKGdm7uONXsvcq+CjXRc+foAWA/1JCN6wGXFnm/PeBgCzkH2D7vP+PuVIh07SSi8YPg8kz1OFCw4cFoj6NTXg2XG2xkObLRcVg9wmj3vkYNyc+hbltNVcMag/V0fvd4k8ZEK1isg4JjkPx8bSS2PDiJtXQPYc05+kWNRCsYd1APxIFXI7cWx5Ki7iab10OZSaNGGq4jr4lDUdXI8xQbniOUdRo5M/JRBA62AI6KM+y+eoCG4s25Nm/SyJmxO5pPGdumUVdX81iDiEOW7CEajZY2VxNpgBjuEp2jXzn6y4yDDUfLzotIEI9iJPspnHUgyedHGa4IEE4uA9UGbjCN5RY52Bmo2heOQCCwS2HIAHDLIx2PRk6CuDw7rVwKoahWIycFoW7PYagIl7noWnwaGTMALuxtqaucBOQMlEtr7ZxqOBgI8XI9eDQMAdodjOK4QSNngiADJKqvh1LDwiAU/9niRQ3DBEdqZi+5DEJ+DcsAu3TW5nV1wc4AksGRBcnyXpJFDUuAFlPZUEUlTwpl3ZyjT7TCvtZgscWHtKYuxOXIlUZOtvE4HNsMymZIFWNP63m+Go2xBqLcgk0Gx0Ft8JXi2QhjRkPwlAONRAERW6xVjtnVaeSKsRdoSBmSuakuDDnksBjV2FnVMEzYDebrQRy8GhkDE+WwkRmQM2CT1daFuBwZu4b2OtDI2WKsBZsLnR6fhiXChTgGJC/qgnStRk4AK4WRrbdzqgGXYSceLXG1adTV1eJFzAomz5FNJgjjhZgo5MrNFZdmQn21Ge8KR3H0bjkK22FBiEpH0HBN6TTrwofW8SZaNU61STnitj0S9ggR0g68mWKYPomApvXQUNFSfnTyXrxAonTj1OC0fvOGcJy1vA1JOqQcCTWF+fQhU7oxUYmU4YV9MdObkOpmewFgP9A4F0eN1yziXBxhP2ges4wDjYdGca/f0bk4QqKb626iVbnG2533QhxhLwwaP/GTQOHro7jXRrtxoLEbBY33JFrh62ujXry7UYidqH7NG+XveDcMem043AsDXIjCxm9PphgPrsW9EtzkTNiJgkZew4Svr43mQi0fNoiAIAzLkX2Ky7lKvhrRPwxABKieH9U+KJyyhnLFNPN0atyh+Jhb4nKJoT9vqnXxI6WDXbEOdOAoBvzOprwsrjw7W8R7FyocpmEattN+6sS1gi4zoFG5W9oSzabr+7nNwilnWsGIwFER6tbRtONQTKkP2uFMQKYUDEsRnGdqLwGGCFarwTunHRFSpRCADngBOCrq1zKBBxwKyZRCzgIWns1n5YqRaY1JELR2BLwgYCcOMQ4DjPJ8FmzHMCNXjMkogqkJT9vGO9EaijUk1DNeV74nE62R63DQaGk3CjAONNZyAyo72pli5MyYBLpfZ7KCvTDAWBe8oS3W16ed4yzQyEf9OlFT7IcaKtAIRQE5z3gNF/WQaQYR9f45j0ONJFCzxDaOAMuEcaCRTDtRA5BojWx9rUzwY4p1eyqy1020glEhxPiXpQ4TzAphxMjSFFmSLo/sLxFWjv7hgkvwbljmpVxkQsOc8SKHY57FnT8sOGJk5XfAKgXHDDqEdL6OyD8KvsgfqCOCZYYoBSeHVxeOCK5ir2EGC0Nd5HkjIeo3y9CD15R7BjLF2I8juEP4FBkm7FZHnhSAuXj34Fle6ApHC7yHBMuE3SgA6RCkAuytxYfC65iwFwUAKjvJ9cVH2pwOCCaHZOcUjgj7YYB9BOAgKE7wNOya785bdFD2F94tZkZN0sUjASuFMIrmnf2lky9suMR6K6ywwgorrPCIwtTZX65p/JWjX2GFFVZYYYUjRtXZp5PJJXX2q3P0lxE7Ozv41V/7NeggmKWoncc0bW0OZywe/fjHzp2jL3KTFyCp2QlbXnOx5SuNlcZRaWQugPjGHNMgOnXT7l3LD4NjpbHS6KGRJgm+/Hd/DaU0eGH5y1mDNBmDWEEHEX723/6b1Tn6RwTEegOKTPMYkzgAFuTGoGpYXI4hvA5y+7Xnz0VfVXDYvUHlK42VxtFprIHdPsSGEM8WR9IbBVdNvIDWcg4AjgCX1p53XmmsNI5C42Bj03JHgBUhGq0jnewjT/dr7j9crBz95Ya4wpHXzauQBiQDRMDmAthUAuZQBBNtQuUPgcSfv9uqY2C7Czb+IBcCBac268tXGiuNI9PYAOcPAG4D4nfhiHUAAD+ISURBVPkUkRpB7ARi/AFzZtfUlAsF4OhUEQyn5rzzSmOlcRQakM0yfgJBPMeVmDWieA2T8W6tDYeJ1Rr9CiussMIKK1xisNIIwsM/zeHDakS/wjzkIK2o4GIyeXl4pcp7SMSlvU5kcNrSJl4ctr3FxpjiHPIh807r91DrAUfUbijS27IU4XGzw8rvIUDginznTrnDO0UlgBYH5YpjW/nAGBA+KHEgJ1DWHSqvdgJ2UsRVOMQv/Rwv86F9I1TJC+dg5PC+PcoJVMXeKwl8iexZOfoVgPJjHli7lPPZKAN7EY6DRcDWwcHNhSl15XnvXtHrFnh1GUeeAGTsYEgQ5+aieEkEYZlwo/qdcQASdnADj5WTCALnAOugnUNY1oWU9TA0QMqUV7kDe10gUNaCL8ZxlO9DYM3c7VKeV88H5xoVhM6BYDAJHALnMJqkEDGYaI29KGiMylcHFsFGms8ljbHKYRwYUJphX6NXdLUpCEBkLbb2x3PhhqfJcfai9kQ2Xl4BNrIMa7lBHkUwocH6OIFQEb1uNwwHRW2r8lbtTSRFGgXInAwLSiRAaC3iJMVoMqn+M1KtsBsFwzpVAqznOdazHEqAfWWgsxxhMkaqFfbCYNhvQ4D1zGAtz+dyLADAjjLI4FC3uv6NiJWjXwHKSW2scBJAiSC0BnnPUZe2DqFzyEJZypLFAELnoMQh0f2idWlbOAifKVNeLQ6JUr2C3HDpNLWnY8MAtAikjJjXZ2SrnENoC3sX96ATihGoEoe0Z3CaKu8iZrzOIe0ZIY/KCImLnZ0DXoF2rvfxIBZBZIr8B5YXy4D13GBkDB4axb0+7oF1ODFJvHH/SYoMbGtZhnNxjEz34103KVygl7hJgLXcIJAEF+Ll97sJ2jkcn6RLDmhmb24RmQkudAjBWwWL4MR4UsurnWBrPMGFKMSkJWRwFcoJTkwSpBtuuR7KTHSRtTinLPIerzA7wYkkReDJBjTjNRa7UYj9sLu9BOB4kiLOa3JWiGAzy5FKjv3Qn4r2UsHVpRc/ZFxZ8xgrXHJMQ6e2gQWIfMm0a6Bd4eRb9QUIXXdeVfK2uS2WImVlH97qqLgOJMUIryvYuSKTX9t1AkTGds5xQSK1Tn6OF1PebsQsgqhD/U47El2XCaji5Jv1gROTpHOqURapdfKLvMeTBLrjh5Vdd97I2mK2pivvOPE640XeY0mKsC4l3gIIwEa2PHpduk6AY0mGyHTkLdujC+96ZjrXLwS1Tn6OF8BWmmGUd/xGlL+jLu2xleZYy7p/ew4bzhrk2Sp73SMDxGWYWd854rK3SSFABk5vw1VGv8IxCA4uOFF7DIpIQfQx+FYrSQSijwMA0ugq7/2OYwgJsuhkkbKUaGlqdVGDIBAnSMu3Kw9OtGqw2E7PIS6f8VZRp0FUxKlvqyt2Dk5pZOoEhPwfialGHl41463Cp8HOzdnbpgG9DSKCK9tlEVMN0seR8ch7jU+jaq/oYyDAq8HOIQsW2rxGw6kT0EaW6sGnoZ2bhStG2eagMvWvI5Cbf//XQNgnNTvq5APpDYTGIo/8deV0sdEpGx0vspUBWBPCrq6GyfVrrGc58ihGHm8DANK4XoMEiGkDRtc4w4rGKM9hohhV99KkMQLBBOtAmT617jhX4Agu3EJa45AXNUYgZHo+Ta1PY5Qb2DCCBSCsZzx1GqEAufafB69qROkELoiQLgyo6zRiAlIdAWU9Uo1GJApKZK7NF1HViAhIVDg340UtGnV1NYecinZnAvHyNIdzQJqMV2v0jyiQmp2Z96EoUxBeg6jFgDkC4bXiGJ7/7uJ/leeDKQflVm9673alhlXrEA5qNmQtaAhg54ZC7RoEgWt5DhLA1XDUaUztbaorEsCxtNpZLffVw6LGAW+7nTNbUG7S87VXqUFy0B5d62LeXv87QSjsXWzzJg2nNmqWBQ40prxVVDUQECDz7z+VsxGuPOrkA5fTsCZc91vIuqyHEVzlOTTrpc5JVYNFQErDVL7PbRpQEXSZkKUOrGIoq2FqNlrXaSgKiy40R0X61AVQuZzVxOHTCEgdbE6bBoFZ0FA2X7K3SYMECDjyb3qraGiW2nqo0wigZuvqde+EssU+kMU2b9IIyZ/hsU6jrq7mkE87yKr8c4DFgDmXAitHf7khDuRS71KyUFg4DJcAIlDZ16B48Rz9DdDpl2rPO+fRabDdhTIPLpXFxsAEp2DUFtYmX/TebzlCMjqNeHIvlCs0xnp+7XtRIzJmblNfFnbTUOmXQUur2AcaQXYBo+x+b3mTRqIVLMe1dRVaC+0E49Gjoe0OwuyBThqJVnOzG4vtMeWtootGEmxDZV/xlgtFcOE3YzT+wqw9FlGnkaoi1bDVJ+HUJnQ6rxGUex98bd6kMeWtoqox3asxV84RJqMbMUq+AD0O5vLRz+w9fgMs0trzzBHWQRRhfef/esutCjHZvB6j3fvm85tHwWxtlqNrls5UR7nBelJcn8bHYcL1ThpQgt1o2blMNcLkHNYny/XZpuHiEcab/wAufcB7bjsyFhycgs72ESX+uAU+DQo0LsTh9C/F2fCKRmgcNiYHMzr7W4/qpLG2/zWc96UaLjXU5Cw29vznx5s0lFY4v3kKpEZw6dnlcidYT6y3zZs0AsVIKol6SG/ValSfo649gOo5ejc3iHPWIktTUHmO3l6CDHpYrdE/stE37ewUbS/NUN72deGBxC3ryEOPo7Xdd1T1MBRt9gyt3zZeHsrbct/Qdmtb/++6P2ARLM3rwmrgxivVcttQe9vsUS3PM9Sewe3Wcl/bPoI6dNmjdBiYOXliRKPRJU1Xu3L0j2AMPiHVdsGlT7fcjMuQ/xkXUb9HhsvULg+3ehh+frv5xvatnjX3HZG9bScxDjNmwmGg7T06tJgfR4Cqk78cOelXjv7hgiP4Wg75IXcJmjLkHDQ6fAiHfnjaxiVD7W27b6i9rR+0Qazt9rbvta/jvTjdofcNOWcOlMFuGjA0qErbfUN5255zuL1Hw9tavw37kS7GnsH2Doxh0RWX28lj5egfHhAB7BGctxwSOKPLx9W3C7sNAmodadkBvw9L7SP6xfXlLnDU7siHOCLXZaTVm7XgPQrHKQBcS/1Z6r8o4Ki9XXKlevMKFQFempAq1dp5WeIt92w0IVM86B1OVPNWqlxxb3sBINHNvIYJ+YB3oo3XMSEb4Fzb6tcRkA34LbfZezFw7vI7eawc/ZUPEUGWmSMZ0VvmXoE+pGOv2XL/D0+X64X6fyjzDkFoHFF/3g714Ihgev6wOzlbz9G+NnSJFChEvTt/XeoBRL1HW/tB0Glmo+9obD/Q7TMMBOz1DKRSbPjswtsvtvkk6MALeHeNNyHRqlPd7UX97LVEnYIS9a3fTHFrBw0A9j2bIZuQK+4VlKgPRIA8yy67k8dq1/3lx8F0tecsshCSJIFzQBAwhAIIVXbd8/Q4V1gczPSBNITDufuqyPUIRBqW/T9oxxEEAscRcq4ZZXk0Eh2UAV0EliM4rtfIdAwhdHqOVI+KgDkLG2h8GoZpZm9bXaU6gOMAVqJaO6caqYq8jtOnkeoAqNjrWNdqWCJYFRfPWtNeU41Mj8Dwx/df1LBEcx914bBWI9UBAglnbV7Xw3SskSMG4D8etKiRaQD2IDhTwV381yoNquT4zpixF0VgUiAOauuCOEDGIZIg9gZIcSqc+2/OjN0omv+p1WjsRwG0ZCAdQljDqprfhwrhiDCO1+t3YFc0xlGAQNRc0CVXo2GZcCGOZ+e2iQPU7Y8zKkASxtB5jZ0VjYI3mpvpqtNIggC7jrFmLIQ1nA5r68LoCEkYYelwvEcjDYBdYazl8/E9fBqOgPNxDBAVHKQOYox46iFTjKjGxqpGrsMZ75KdDRpd2gPEcM6CWCH0brzjUvfSOH+SvnEsVzg07Ozs4K63vAVhNIJa6FWKCJLJGOIcgjACRPDom74N8ajmbOdFom0n7ND15lZeDNss943Gi4F1/I3ASyYElTupDDPSAdO6UZlDoA6GGZnqv///qHhD5xqjwhkmZAOWJkLnoBsiJlqiIiRyT97AlWGna248Kl5X8vZduAycIHD20Hm7Ip3s44uf+Rh0GEM1LA04Y/HyO/81Lly4gK0tf4Cew8BqRH+ZISLIkj2MRsGs1yciSJMc4gjR2gbITWCdA2f3gavn6DmGDa6Fys/URpQz0Y0gtw+V+89t2+AUhNehsy8W2aNEZus5AsCoGFl4/UVpiDoFUWsYTe6d8ToqNuUQDX8OdkU8dgaQB6dg1QaC9F5YWs6o1VlD9hGk9894q/Zm4TVwah069ccDaNNgJzDxjdBmD0H+QMFbLnVIuUVh1h49NFiK7FxTe5P4NMjtg8yDM94qumro7GsIzGRufc+W9uZxx/fKo0EiYEQw0bUI0/tASYCMNNJAF0sBZdg4jk4BLi3yfnvAwRbAEVz6ACal04hyg7B8j42OkK6dhDEXkDsDeKKdtmmkwRbyIEK889UZr6Ni7ToJNIyOQOoYJD9fGyXNp5EAME4QmxwIjkF0jGjvPuTMSLUu1rBLe4kDUNBNI8l3oJxgZHIEVsBlAKZkdAJ5uIY8exC+7DNtGikAG51CkI0Rjx+aHZnMuZj6zpQC80F7+ODTSAHkTrBmDALrkG1cB2UmQHYBqVZF/oeKvdU2b9LI7AXkJsPIGITWzew1xJhsXg+DDC59yF+XHTWa2gNYAysGJId4OopEuhz1r0LgPiLATLDGIUkyxHHRHEli4JwgGo2gFJWJDwQk+XwP1TEAArkMVBu4wTSWk8sgFIEkh6PltXKBKabMLkLDIYNDhIznvzAEO93NNeg5hABT2mvJwJEFkwXg6cn30BAyM9758gyQqP7+Fg0hwMHCkIHM1cWBvdX26KpR7J2osJEFI4dC7h3RdNWA5DDsi+tve71XPlhSsMQwlGE/Cssd/xaQip7Y4kNawyEuLz6YZXlOQB5WpkOJwIrhjGkIbNKu4UhjL/RNs1rA5aDyur4ahoC9gEBaQArYj6ezevP1IA69NGzJi6AyNa8EBNfwnO0aTiwSdpjEizMuDhC31B5dNRwBewGAgMGqPNlTxFPE4tx4Hw0hg/0A2A/m7WVyENv9vRpSVxBXLNILlp4BAECuPA94aSbUV47+MoOIEEUaWWYwmRRdeBFBHGtwzw02K6ywwgorrLCI1a77KwDMjDjWcE7gXOHk1RGf7VxhhRVWWOGRgZU3uQJQHKE7mKrLMts71/cKK6ywwgor+LBy9JcZIkCWFWvyo5HGaFSM7JPErJz9CiussMIKF42Vo7/McM7NTdcrdTCNn0zSlbNfYYUVVljhorA6R38ZsbOzgzffdReCMESwECnKWot0koCYEYYBnHV49OMfO3eOvsh/XoDEf0xjes3Flq80VhpHpZG5AOIbc0yD6Ihv53+P8sPgWGmsNHpopEmCL372LxEEkX9TdXmU2hqDV9z5M6tz9N/oYKXADNDCC6MZwGgN6WSMLEmgtAK5MchWD5XGEF4vzkzXnA0XfRUAgOxe53KS4nCLEOB4dGgabHZnvHMJbC7yOUgEVp8EqN6GIRqzeiiDw7Q9Z2cNAZTZ9SYIuhiNqb2mpS76aizWQxeOThq0Bnb7YBvA0PKniPRGwWUnXoq6cpbyvLsKISoGXFp73rmPxoyXaBZGlzgAOLooDaU3QAKIGXtDGw/VmNorRHDBZvNz9tCAGUOJQAiwlQQ1rXXZokEiUHqz4O3Z5k0aJDJn79D3qutzlFdBnEOeTxApX5Cz8n0fmAq4L1aO/jKDICDxx7JXHCIajZDs74CsA5sLYFMJmEMRTLQJlT8EktTLb9UxsN0Fm3PecoGCU5vQ+UPQ1kHJfA45oyKMR98CHqjBIhBHEN7EWvLg7N8dFcE2imAx/Z+DRBA4B+UKe7OQYNQW4uQBGOal2OpdNZTZQZw9OOOd2QsgiQh5sF1flw0aU3szbEHbHYTZgzNewzwLqTttj64ai/UAAOPRNtjugM3X/aF6u2iEG4iSBxDaZKkeLDPGHd+rpXIBAmfBCDEZ3YhRehab4wAiCuNAYy8MZ8GOSI0gdgIx/mA2s2vMDkiAjSzDWm7A5W/JqhDjreuByYMYa/LmU2jTIAAhQmydPwNV+Y06AiZaYy9aA0ZXF8Fw6mIK+DQE2MhyrOU5THQcJlzH+s5ZOCqSrOyGAVwZ414oAEenumnkO1jPc6zlZi4/ezLKkESbyPIL3tj5rRoChIgQp7tYGz9Uua+Im78bhnCV9vDBqyHAWm6wnufQTrC/FUBn+wjTc0i0wl4YLuVf6KoxyiZYz3IElXoQAna2vwkZUpi6TuiQ51i6aBNEgMkyELA0Y1v0jxREPFGcjgArR3+FQymFKNIw+dH1/NgJYuOfgiIBlAgCa+eCsnSBLsN85ixLQclYivCi1jkk2h8vvQ7KuTKO/jJYgNA6KOeQKt0rlDSXTrP6gZyVAdAiRZQrkV5hcKv2Lk5k8zRsqbgiClgPsHOI6uphgbdPuNrpCEjLcuJgLnW1db33j7AIImOL0Di8WAZsZAaj3ODcKO6VrCawDscnyZwjPngWYJRbrKVZb17tBOtpBtF6iZsFWM8NQklwIW5PhVyFcoITk2T2nlV/G1w6vtgYnI+jTolcDu4VHB9P5hzbFCRF5MCt8QQX4qhXIhd2ghNJiowt1AL3tH5jM8E5tYG8xyvMAhyfJAg9oYCrvBeiEJOgu6siAMcnKeJ8edmIpGjXKMuRisE4PDoXyMzQWsPkRWdg0dlfSjyiNuPddddduPHGGxHHMZ7+9KfjYx/7WOP17373u/G4xz0OcRzjiU98It7//vfPlYsIXvWqV+G6667DaDTCLbfcgr//+78/dLuZiwhfRwElxSi+/TpBWNMZ8F7f4IzneYHQde/Vqgbntsgb2e68vDAqrgMJENvu9cAineqh6Ph05yWRTvXAAkTGdg7AVfDa9nooO3Lo6Oyp4uSboAQ4MUmWHEodWAqn6XPyF8XrBCfGk9bruXzPmuLhL15fdfJN1x1P0sZ4+FUQihkCn5Nf5D02SRGajl2T0t42O0iA9cxAdU2n3eDkF3mPJVntQMSHyFhvkqM5XgDbaYZRfrQjah0E0EEAk+fIs7pp/qPHI8bRv+td78Kdd96Jf/fv/h3++q//Gk9+8pNx66234v777/de/5GPfAQvfOELcfvtt+MTn/gEnvvc5+K5z30uPvOZz8yued3rXodf+ZVfwVvf+lZ89KMfxfr6Om699VYkiX999mJwFBkOqYyR3hVapNsPuXRuXcHSLYkKytF6VygBdMfr+9rb9QMcdnBuVd6uH8rQ9eAtr++CPp2N6axBF4QdOg8zXgG20m4xwENrZ1P1XXiPJf5lm0VsZVlr52EKEmAz7fYR30yzVidf5d3uaG9ol0fbtbwAttO0U+dvM8taOw9VxB07let53us3t52ktQlqqhjlptPAZYqtNOv8/gxFEF5+Z/+IcfRveMMb8BM/8RP4sR/7Mdx0001461vfirW1NfzGb/yG9/o3velNePazn42Xv/zlePzjH4/XvOY1eOpTn4o3v/nNQDma/+Vf/mW88pWvxA/8wA/gSU96En77t38b9913H9773vde4qcbBt1hBLuItp7yUF7uMquA9hHssi3t9irnev8Qjoq3y0eKRDp99OZtkdYPcLF5qx+vdtI6qmeRzk5zitjY1neCRTo7zSnClmx0KEfzo7x7hwfTLGwtjosFGJl+I8jACcKWzhf16HhOoZ20z0yVywh9QOj2jOs9HR4LOo2+13rWb8F79M73cjv7R4Sjz7IMH//4x3HLLbfM/o2Zccstt+Cee+7x3nPPPffMXQ8At9566+z6e++9F2fOnJm7Znt7G09/+tNrOa80qAE7PlnQ+mEfwkto56UB2xQY7bMFfUYAM1s6dE6G8rbZO2Ryhzq0S5/Znbn72hzyUN6W+/o6tymilmngPrMaVbRNL4e2Pm1q230XU16HtnoInRs02m2rv8C53h2/LrzK9ZuhnPH2WBa4GMw7+24zNYeFR8RmvAcffBDWWlxzzTVz/37NNdfgc5/7nPeeM2fOeK8/c+bMrHz6b3XXLCJNU6TpQQPv7OwAxBDi6TbMeVC5eYNCgAyc3oarbFwTjkFwcMGJ2uNcRAqij8F5clNm7GCCE4Vt0VXe+x3HEBJk0UnwVKNyvMinkbOb22CUd9RAcAJSsyOeSMGGx5GS/0fZpCFEcGpUW1eGC8ud0sjUCUhNj2JRwy3Uw2J7GBbYhWF0Fw0C4PRxb/lUY649FlCnYUt7RR/zahglcCL+Nm/QWKwHAHMaVgnShc6A4xggIAuvhnUEcsvvP7EC8YZXHwDAaxDrkMb+unK6OKufjY6DTWUpQCvQNEc4qYNjYzPjDdK4fJfjbQDopOFgQNqz4arUIG2QxmtLxW0aEsbF4wZb/mNpsBDWMx4ffBpOEai0n8r011UNIos0rsTt6Kjhgu0Z75ydpQYFW0hjv+tp0nBMs7YivXzmXDmHbFS8h0tt3qBhmebsbdJATV0tIaei3ZlAfLBDMYw1iLkc1adgvjQu+BHh6K8UvPa1r8XP//zPz/3bf3zd6wBShbOvQVGmILwGUYsBcwTCa4DnHHJ5VfG/avmDaYvhefH/9ab3bldqWLUOKV9wR7TgvuY1LC9O3XfTELUOSN3O1GaOpnJH1FhXlotjjn01HGgu7/2ixgFv3+cgb3tNNUgw1x5tds7qYWav/50oZvfF2+ZNGov1UC0XtTHjndOqaCAgQOrff/KeQ55JwITr/uLyI2r1CK7yHE4xaOGEQ1VDYGF4vpPUSQNuibcKp9dhajqqTRrTzgQ4KtKnLpaTm237r+PwaVgmkDro8CxqCDkYzwChTcMG6we8VZQaomKYsHleyqcxN7jwvBNCAjtNW73Q5k0ajgBSy9fWvneeulpCPu0gq/LPAYJwDUCKPEugfB3DI8AjwtGfPHkSSimcPXt27t/Pnj2La6+91nvPtdde23j99L9nz57FddddN3fNU57yFC/nz/3cz+HOO++c/X1nZwfveOc7QC71brYTCgHSxQhUBCr7GhQvnqO/ATr9Uu3Z8Dw6Dba7UObBpbLIWNjgJIzawtrki977LUdIRqcRT+6FcikEWDrqsqgR2v9/e+ceJFVxxf9vd9/HzLIsi4K7kgCiAv5Q8YEJ2WgeFShRKaOpFKEsIvGRGBOpn5T+4iNRsRITLM3DaCmVSqKmLCOllq+KSIVC8RXEoBhBCFFEISoPo/tgd+6zz++POzM7s3vvzp1hH7J7PlVTLHP79rf79J17bvftPh2WvTv1rPGpNIS7GwLJ9VB+G7Ju/OTJvjRyhoKQmURbFcrblT0mv8Z9fyqNnFG+bK1ne5ih7jWnIY2GY46B4e2OPU7CRmhNwqiud6F0vK2SNBxDQQuB0BgXxU5wyzWMUMPSulebV9JwlITuEbegVMPIr8AoOy7taB298y6MLhNC93aQzmGTQUFXH+uZR0HAxqj2/8YeD5WF3OgJyHZ8CBV29+5aMxZ0/hqWdlOvNe4UhBiVi+rtZgpr3CtrdBqAjlmuVdCA04pRud4jJJU02rN1QP0EaHd/7LptCjWEMQ6G1wnbiY9rEKdxwDKg7fxDRGFteImG1hqjOrvL29nw+VQaKrcHOtO7R1/UcPZj1IH4Nu1Lo8tUIDkeQmWh3b29TyZCNhfGtnlfGo6hoLPdI6XCaEjWQLytepdlNEAhSOvYTpxpGQBseE5X/Pn9zIh4R29ZFmbNmoW1a9cWv9NaY+3atWhpaYk9p6WlpSw9AKxZs6aYfsqUKWhubi5L097ejg0bNiTmads2Ghoayj5DSVzgjIrnpJj+nyZNTwiVXz7HBTyphBa9o8/1pGdwnf7Ktxb76phoeT2p5Y039egRxVFLeQno5eR7EvQaAUqRr4gC8/SFX2XcAeTLWylegadUTddapbXprpI15VupvL6SNV0TjtF3Py8KPFV9gd0K+YZSVBXPoECl8moh4NfwW64mpkB/YloZGBXq1F+MCEcPAFdddRX++Mc/4i9/+Qu2bduGH/3oR+js7MTFF18MAFi8eDGuv/76Yvorr7wSq1evxm9+8xv8+9//xs0334yNGzdiyZIlAAAhBJYuXYpbbrkFTz31FDZv3ozFixdjwoQJOP/884esntUQSFlVoA8AsZHWehLK6m9olZxQlKb6fL0UP3wtRHHILy1pbihRvtVlnMrZ1pBvmvKSEFXf2FPdWGvIt9M0KjovAuBV6TC6TKMYcS4xXwF0mtUNqeYMVbntBHDAiunp9oFjqFQPol6VDz2uIVM52wNVBnkJhYBrVM63o8p8fSVTBQ+qtryBFMgNkrONQ1V5ndXKiBi6B4CFCxdi//79uOmmm7Bnzx6cfPLJWL16dXEy3a5duyBLflBf/vKX8de//hU33HADfvrTn2Lq1Kl44okncMIJJxTTXHPNNejs7MRll12G1tZWnHHGGVi9ejUymcyQ1LEWAilTP+15UqZyyMjfeNIESAGAQMjUkdtcpZBJma8vRcXeZoFqbpSBFBV7mwVcJaOlYinz1X3M1SjFlxJGmO5JPRAi1QMaAHhSwUrZPdT5991p8JWCoiDVLG5PSXRYVqq6eUrBUzLVmmxfSbTb6RztActMPZtdC4EuywJQedlUp2XACsNUAWACKdCWSRc10lcSniGRJnUoBFrtdPnmTANWqFMts9MCkTNOEQLBNRQ6TQOjUub7aRV2UEoi4e1673yzdm3LWA4xRoyjB4AlS5YUe+Q9WbduXa/vFixYgAULFiTmJ4TAz3/+c/z85z/v13IOJoVenO5jeIfyjiWtE0L+5ucaqs+bZSHftE6oUF7HULD7CJRSa76BFJAV7r9aiOp6TyV26GtJkS9FdUPRJXboK99AVltewBUKlSIhaAGESkFVsWzZUZGTM/pYjpczFdrs6m6+n2QzaHTcPp2nYyi0ZqrIV0T51qPvB2FPSjiGijYxS/mA9GnGxhjX69N5ekri04xd1QhWp2lCVnCenpJozdgVRzVKactY0YS1PtL4SqLDtqoKtdyesaCFQL3nJ+btS4HWbKaq10qelDhgGWhwvMTljKEU6Mhmanpt158M1taxI8rRM/GQEHBMA0YhDGzJ7nWBkAiFgJCy6jXAWgg4hgGS0V1C51/DF3aRCqSo6sZQVl7DgMqXVxLld1bLO/iDyNdXCkLJYr7d5RXwpEQoRdXvu0gIuPny6rwdqCTfQKYf0SijJF9FBKnLy1uYfFdLvqEUcKWEBVGWr86XN5Sy4kNR73wBz1AIiCBJoLAmIRQCnqmQM0x4KYZ9e0L5npkVaGSDKOKaJEIoo7K2Zmx4VRc2Km+nYcKQBoRp5KPwRbvX+UoiZxhwTbv6958icp5dphE5exnZIciXt8s0qopxX0p7xkKXZaDOC/IPl93ldQ2F9rraRhs7bAuGacDWClKKaDc4RPk6hkLONCCEqLpzfMA2kTONYqQ8yj9EOoaK8jWq26+iQJdpwpVZ1Pk+7PzeF5R/9egYCr6yQEH/RzCtBiJC4A7Oenp29EOO6PFvKbLko0HCBImSWfeysJzLApKifQkDJK2y80ohGc3sJ2HCV+i1KQXl1zsfjEaoMiBpIWfFD6jVWo9ARR8ACM1sdH7CBjnVaATKLuZbilZ20Va1aAQqmqWtRRZhwuBiaXuk1QhU+cYogbIgRAaK4oep02poIwM3aUS8iuuqJ6EAAhn10lyzDl0yCx13KxIKQpqJGkKa0VKn/HHPBDzTLjsulASZNpC03jmFRigNtGXjl5QV14ZLM3nH0QQN3wDaDBvSHAVIGx3oe912Wo1AAe3Z8t+BNOsAaQJBH7asoKGlgZydRafso5wl7ZFWI1RAu4quVWlnAFNAJ2ziVY1GCKBDWejokUYqE0Lr1NdV2nr0SJT/IDZGCpGA63RB1xBUqxYEVbsFFdNvtLe3Y8Uf/gDDtKH6GGYOwxA6CHDMjBOQyaZ5+8QwhwJRr9CjbMVXBQxzKOHmOrFr2+tQhgHZI6YAEcHNdYJ0CNPK4tr/txRtbW0DugqLe/RDDRGEdiBihljL19FrSO9DyNJ19DKD0GyG8vckRsYL7KMgdCeUH79uOzTHg+QoGG78GnfWYI2B1DD8D0FhfI9e2uMB7Ub7fscgzQZA2tF65hiENCHMRpDfmhjBjDVYYyA0gLroQVb7ZREqiQie44A0wa6rhw4HJ+49O/ohh3r8W4ou+RAE+eXvybUEICC0B5EYuCHo87jQHkjYyeezBmsMmAbyD7FG/PVPYXQjTciDtB9FJks8np8T0kcerMEaA6Oh8x+Bwvh+5ORdEGnY2VGQUkEnBPXpb0bMOnqGYRiGGQpKnbxl25A1BHs6GNjRMwzDMMwAMdROHjx0f+iga9zqk2EYhhkaCATf8YbUyYMd/aGB72t29AzDMIcYvusBoCF18uCh+88+nuvC90PIGjaXYBiGYYaGMAyHvCdfgNfRDyHt7e24e8UKWHb8OnrP9eF7LpRhQEmJY/7P9LJ19NH+5xGC4mdvFtIc7HHWYI2B0vC0CYrrcxT2/aaEqHZpj/dHHqzBGlVouI6DnZs3wDBNGGZMEK/8cuowCHDNVf+X19EPd0hr+J4Do8emDZ7nw/cCmJYNQwFhGEDoLojS2PEyA5KjIHRn4npnMg4HAIjwQE3HWYM1Bk6jDlJ3gkILhN49HmHUR3mFudgsKh6XJiBtQLuJ651ZgzUGQgMQkMrIj8TGPQzkXW9iaL3+hR39ECMEEHgePKFhWdHNzvNCeF4I07Zh2Ra0fwAgggzaIEtCWJKwEdijofxPICg+ZnKoGiHDDsjg09jjBAWtRicfZw3WGDCNekh/P6DrQTG3IqGyoDAHCuIDmxTTJBwnYULa46PAKEnr/VmDNQZAAzQaAhqkCRSzSUgUFVeBqIpdoQ4CdvRDjJQS0jTged1PfZ4XwrIUzCr3VmYYhmGYnrCj/wxgmgpSoujsLUvBstSgbWHIMAzDDF941j3DMAzDDGO4R/8ZwPdDBEFY9o4eAOImazIMwzBMNbCjH2K01giDALZtFB098s6ehA/L5iZiGIZhaoe9yBBDBBiWBcvu7r5bNgDhw/MCAB4MZQEigDbGQBvd6UhmIKChzcMSl0EJoUBGI3TsEg+AjEYIANoYG3+cNVhjQDXGA6EFEbO8DkIVlzrFliF/TBjx649FfktnaTYkL4NiDdYYCA1fgCAhpISQcdd25HqFGBwXzI5+iBFSwrRskCifLmHaCoQoYI42DCipQLIOpHoGzCGQrCteOL2JpvSRSrqw+z7OGqwxcBqAlqMgYPY5XUiUXPNVHS8ENpF2xRsqa7BGv2r4DnQYQEuz76h4YnCmybGjH2KkAIR2C4GSyrAsC4AFz+mCMBWU9xGU7LmOfjIM9/3E9c6+PQUy7IAKPo49HhrjoNVoGO7u2OOswRoDpzEJpvsuXF0PHXMrknZTn+udhdEAobLQ7t7Y4yisd3b3J653Zg3WGAgN0GgABM/phEDYy9kLaUTr6PXg7EfPjn6IIaLEDWtI6Cj8rZIIQw3XDXocFwh1FwLPg0i44AKdg9AuVBB/PDRckDQQevHHWYM1BlIj9Hy42gXFvAIQugukHSCIf9iAkYOQBPISjosQQneCPAdICEzCGqwxEBo+GRBCABBwHQemZUGWDOGLfOhcrTky3ojA8zwkBVGECAAIgEIQAe+8+z8oJUs2uBEgUYhelvSw0A4BXbwgiQAdakAASkpAtkbvkhJikpdqEFH5uSJeo3cWPTQICLUGCJBKQogq6qGDHucmaPRRj4KG1tFDlpQCUoqq6tHz3CSNxHpwe4DE/yJbQgIQ0FqDtIaQElJKQOzOhwhNuhnKaOiTgt7n5jUgjLwdEqJS9NCIbBoCQkBKCSFUUSOpHgUNIt3jXBGr0Vc9imXQOoqGqRSEkKnrQRT2OFfEavRVj+7fB7cHamwPIgnfjX4/RIQwyEEIUVIGUcx7MGBHP9RQ/tqM25wu/0RYuBakEPD9EKapYJoyGvqRBoQOEuIpAyQNgEIICqE1wfMCSClgmQaEAEioaHJKYszmcg0tJVw3ABHBsvJ5lGjElqFEgwjwvABaE2y7EAu6inrIEJIUPC+A7wfFPKqth+/rHrasrh5KiZg8uD2qaw8TQvsQpOD7AYIggGEYMIzo9VQ06SkE6fgyRJOcFEgTpFQIfB+Bn8/DNAEhIKQB0gQk3FBLNbQOEfg+hJAwLRMCokwjPoNSjciZ+J4H0gTTtvJ5pK8HgRC40f7lxV5gVfUQkIrgux4C3y/mUV09KLIlt0fN7VHcu0GI6DepI4dP+WiohXt74sY5/Qw7+s8IIs7TFy6G/DHbNqBCDc+Ltq21LAmS+SfMpCdLqQAi6CBasqeURCZjFPVIyOiGnDgppFxDKUBKAccJ4PshMhkDUJGGoPg8ChpAdB4RkM2aJTv2pa9HQUMpE44TwPOiMiiVvh6eFyAIdK8ljT01kupR0CiMrnB7HFx7+G6IMAxhWlZZ2OfCbOW4WOEovSHnNSxlQ3gycg5SwrTt6IYsdOLmIQWNUAcIfB9SKlgZu9gePTViMijTkCrqwXqui8DzYWW6tyitVA8NAd+J9i+3M5nu97o9NPqqR0FDZjPwHBeB78OyZT6vdPXwXZfb4yDbg5AfTRGAEBIkdDT6RpHDj0Y5xKBFP+XIeIcYhfC40cY36TZECMMQjhP1HEudSq0UnJPWlHcUlS9Xoiit1tTtCA4CIaK6FJxcGKZ7Mva8oLiXQKmTrxVuj4iDaQ/f92GYZr/s7WBaJgzTROD78L10E510GMJzXQghy5xKrUilYNk2iDQ8x03dHlHa/tm/XAiRr0vk5HTK9vC9aCSA26O/20NC5n9jlH+tMZhwj/6QQEQ9KyEASFhW9DTo+QFIuLAtAST03sKQ4OY8SCmRyZgxPxpZ8omTLnmnVKIRORcJx/Hh5BxkMhZEQh5EAo7jgDSQyVi9nUqCRqVyCoFiGdycB7vOgpH4pC/guS58P4BlGbCsuEu/gi0SjnN7dCevvj2iIVHDStizm2QfS5DyQ6C9lqbagBAIPB9CODDN5B6g1iHcXA5CKliZTHx7xGgUi5ifGCEgyjSkIWEJCc9x4DpdsDPZxDyIBFynK3r9ksn2nqGdoFGeqLethACsbDYqQy4Huy55hEVAwHcdBJ4Pw7JgWlYqjXK4PbozEcU5M8XzhIRUAjoMocMQsmeCAYQd/WcBoRJe0heOR0OoJDLRkCkAMwOQcOF7DgAblt17zWcYhnBznRBKwc7WASJpqIhAsq81pQQSdq8LV0rAliHcXBccx0UmW9frh0lEcHJdIK1h142GVEmb9cRrlB6HUCDRu5x2XaTh5jqBbB1UzNO350a2Mq0sTNtOLEOSRlk5Y2zF7dFNte1h2HXJVRUSQsQ4nbIkvY9bGQtCOPn2yMC0M73S6DDIt4cBOzuqz55jnEYZ0uxlKiUBW5pwc51wnVysBhHBzXWCdJhvjz5uyTEaPQrZy1YCgF1nRWXIdcLOjorV8N3IVqadjbVVXxq9k3B7UBhGjwKifAKWEIAUEjrwocOA19GPKCiMngB7ImR+wobOvw91IHT3hWFbEkAGvtcFQV5ZLzUMNVzHh1AWMhkLkpzY160kLEAYELorvmxCgkQGgpzY91GGAJAdBbfrANyu9rJeKhHBdXyQFrDr6mEIN36iawUNAFHwFgpiZ3ELAJmMDcfx4HZ1IJMxy3qp0fBwCNOqg20RoHNVa6SxFbdH/vQq2yPUDihm9EFIKz+TPGGZlDCisiasRTZNFbWHmwNRUNZL1WEIz3EglBn17siPnVdVSUNAANIEtA+KaVAhALukPUp7qdHwsAPSBLuuHkLoWJ1KGmlsZWeycJ0c3K4OWKXvmwvD9Z4fOXkzeW03t0c6jQhVnHEvejwOCABSGZGjT/h99Tfs6A8J8hcTUfmSEBKw7AwEefA8HwDBshTCUBffAdvZDATCPi4oXfKJk84PQfXULkEpATtrwc3l4DheNCEMKL4DtrNZKCWApPdSKTQqlVMIQiabgdvlFcuglMy/Ow9hWWY0hKhzNWuksRW3R0T69ujMP+TG5FPQT7KV0NG5SQ8jQsK0MyAKEHgeQATTMsveAduZuvwNvXaN6MUaJaaR0oSdzcLNdcLL5WBlotcUhXfAdnYUpFQgHe9A02hUspWQUV3drnZ4Tq743tn3/OidvGVFttJezRrcHmUqxRVVsdWQAhJ5Zz8IsKMfBkQ9x2g2vtaEMNTFiV7Re7WBL4NSCpmMAccJkMt1rz/NZIyDnsiSlsKEMMcJ4DgBlJIIAp2fMGcM2gxXbo+Iz0p7mJZVXDJGWkPrsN8meqWlMCHMc114TrR/ABH1y0SvtBQm6HmOC891IaVCGIb5iXcVhsL7EW6PCCEloAenvuzoh5DS2Z+x0fGEzg/dR2lDTaCSR8ToiTIENEEpBSkJvh/NrrVtE1oLUD4wRMJKkmiJSF/HSzQS30fpfB6QsCwDjhOtnc5kohjmYdiPGhXrIWCaBnI5D1qHUEpBKYUg7E+NyvXg9kjXHkIDIVH8MCuF+aHihF6q1vk3W0m9KoKU0XpsqRREGCIIooceK2tBa4oi8vWTRtITXLEeEJCmhcCNIq4Ztg2CQBj0o0bFehCUZcHL5aB1AKkUpFIIg7AfNbg9gLB4f4+f5R+9uy8M6w904BxBgxWah+nFf//7X0ycOHGoi8EwDMMMIbt378bnP//5AcufHf0QorXGhx9+iNGjRw/akFUa2tvbMXHiROzevRsNDfFbNY4U2BbdsC26YVtEsB26qcUWRISOjg5MmDChJFRw/8ND90OIlHJAn+IOloaGhhH/4y3AtuiGbdEN2yKC7dBNtbYYM2bMgJYHHBmPYRiGYYY37OgZhmEYZhjDjp7phW3bWLZsGWw7JizpCINt0Q3bohu2RQTboZvPsi14Mh7DMAzDDGO4R88wDMMwwxh29AzDMAwzjGFHzzAMwzDDGHb0I4S7774bRx11FDKZDGbPno1XX321z/SPPPIIjjvuOGQyGZx44olYtWpV2XEiwk033YQjjzwS2WwWc+fOxdtvvz3AtejmhRdewLnnnosJEyZACIEnnnii6vJ98sknWLRoERoaGtDY2IhLL70UBw4cKEvz5ptv4itf+QoymQwmTpyI2267rWLZdu3ahfnz56Ourg5HHHEEfvKTnxRDfRZYt24dTj31VNi2jWOPPRb3339/TXZYvnw5vvCFL2D06NE44ogjcP7552P79u1laRzHwRVXXIHDDz8c9fX1+Pa3v429e/cOSpnT2K/StZaWFStWYObMmcV1zC0tLXjmmWdGnB3iuPXWWyGEwNKlS4vfjRR73HzzzRBClH2OO+64kWUHYoY9K1euJMuy6N5776W33nqLfvCDH1BjYyPt3bs3Nv3LL79MSim67bbbaOvWrXTDDTeQaZq0efPmYppbb72VxowZQ0888QT961//om9+85s0ZcoUyuVyg1KnVatW0c9+9jN67LHHCAA9/vjjZcfTlO+ss86ik046iV555RV68cUX6dhjj6ULLrigeLytrY2amppo0aJFtGXLFnrooYcom83SH/7wh8RyBUFAJ5xwAs2dO5c2bdpEq1atonHjxtH1119fTPPuu+9SXV0dXXXVVbR161a66667SClFq1evrtoO8+bNo/vuu4+2bNlCb7zxBp1zzjk0adIkOnDgQDHN5ZdfThMnTqS1a9fSxo0b6Utf+hJ9+ctfHvAyp7FfmmstLU899RQ9/fTT9J///Ie2b99OP/3pT8k0TdqyZcuIskNPXn31VTrqqKNo5syZdOWVVxa/Hyn2WLZsGR1//PH00UcfFT/79+8fUXZgRz8C+OIXv0hXXHFF8f9hGNKECRNo+fLlsem/853v0Pz588u+mz17Nv3whz8kIiKtNTU3N9Ptt99ePN7a2kq2bdNDDz00YPVIoqejT1O+rVu3EgD65z//WUzzzDPPkBCCPvjgAyIiuueee2js2LHkum4xzbXXXkvTp09PLMuqVatISkl79uwpfrdixQpqaGgo5nPNNdfQ8ccfX3bewoULad68eQdpCaJ9+/YRAHr++eeL9TZNkx555JFimm3bthEAWr9+/YCWOY39Kl1rB8vYsWPpT3/604i1Q0dHB02dOpXWrFlDX/va14qOfiTZY9myZXTSSSfFHhspduCh+2GO53l47bXXMHfu3OJ3UkrMnTsX69evjz1n/fr1ZekBYN68ecX0O3fuxJ49e8rSjBkzBrNnz07MczBJU77169ejsbERp512WjHN3LlzIaXEhg0bimm++tWvwirZwnPevHnYvn07Pv3001jt9evX48QTT0RTU1PZOe3t7XjrrbeKafqy78HQ1tYGADjssMMAAK+99hp83y/TO+644zBp0qQyWwxEmdPYb6BsEYYhVq5cic7OTrS0tIxYO1xxxRWYP39+r7xHmj3efvttTJgwAUcffTQWLVqEXbt2jSg7sKMf5nz88ccIw7DsIgWApqYm7NmzJ/acPXv29Jm+8G81eQ4macq3Z88eHHHEEWXHDcPAYYcdVpYmLo9SjTjtSuckpWlvb0cul6uhxhFaayxduhSnn346TjjhhKKWZVlobGzspVdNPWsp88HkW+t1tHnzZtTX18O2bVx++eV4/PHHMWPGjBFnBwBYuXIlXn/9dSxfvjy2TCPFHrNnz8b999+P1atXY8WKFdi5cye+8pWvoKOjY8TYgTe1YZhhwhVXXIEtW7bgpZdeGuqiDBnTp0/HG2+8gba2Njz66KP43ve+h+eff36oizXo7N69G1deeSXWrFmDTCYz1MUZUs4+++zi3zNnzsTs2bMxefJkPPzww8hms0NatsGCe/TDnHHjxkEp1WsW6d69e9Hc3Bx7TnNzc5/pC/9Wk+dgkqZ8zc3N2LdvX9nxIAjwySeflKWJy6NUI0670jlJaRoaGmq+8SxZsgR/+9vf8Nxzz5XtiNjc3AzP89Da2tpLr5p61lLmg8m31uvIsiwce+yxmDVrFpYvX46TTjoJv//970ecHV577TXs27cPp556KgzDgGEYeP7553HnnXfCMAw0NTWNKHuU0tjYiGnTpuGdd94ZMdcFO/phjmVZmDVrFtauXVv8TmuNtWvXoqWlJfaclpaWsvQAsGbNmmL6KVOmoLm5uSxNe3s7NmzYkJjnYJKmfC0tLWhtbcVrr71WTPPss89Ca43Zs2cX07zwwgvwfb+YZs2aNZg+fTrGjh0bq93S0oLNmzeXPUSsWbMGDQ0NmDFjRjFNX/atBiLCkiVL8Pjjj+PZZ5/FlClTyo7PmjULpmmW6W3fvh27du0qs8VAlDmN/frTFnForeG67oizw5w5c7B582a88cYbxc9pp52GRYsWFf8eSfYo5cCBA9ixYweOPPLIkXNdVDV1jzkkWblyJdm2Tffffz9t3bqVLrvsMmpsbCzOIr3wwgvpuuuuK6Z/+eWXyTAM+vWvf03btm2jZcuWxS6va2xspCeffJLefPNNOu+88wZ1eV1HRwdt2rSJNm3aRADot7/9LW3atInef//91OU766yz6JRTTqENGzbQSy+9RFOnTi1bXtfa2kpNTU104YUX0pYtW2jlypVUV1dXtvzlscceK5slW1iKc+aZZ9Ibb7xBq1evpvHjx8cuxfnJT35C27Zto7vvvrvm5XU/+tGPaMyYMbRu3bqy5UNdXV3FNJdffjlNmjSJnn32Wdq4cSO1tLRQS0tLv5f5rrvuom984xtV2S/NtZaW6667jp5//nnauXMnvfnmm3TdddeREIL+/ve/jyg7JFE6634k2ePqq6+mdevW0c6dO+nll1+muXPn0rhx42jfvn0jxg7s6EcId911F02aNIksy6IvfvGL9MorrxSPfe1rX6Pvfe97ZekffvhhmjZtGlmWRccffzw9/fTTZce11nTjjTdSU1MT2bZNc+bMoe3btw9afZ577jkC0OtTqEea8v3vf/+jCy64gOrr66mhoYEuvvhi6ujoKEvzr3/9i8444wyybZs+97nP0a233lp2/L777qOez8vvvfcenX322ZTNZmncuHF09dVXk+/7vcp/8sknk2VZdPTRR9N9991Xkx3ibACgLL9cLkc//vGPaezYsVRXV0ff+ta36KOPPur3Mi9btowmT55clf0oxbWWlksuuYQmT55MlmXR+PHjac6cOUUnP5LskERPRz9S7LFw4UI68sgjybIs+tznPkcLFy6kd955Z0TZgXevYxiGYZhhDL+jZxiGYZhhDDt6hmEYhhnGsKNnGIZhmGEMO3qGYRiGGcawo2cYhmGYYQw7eoZhGIYZxrCjZxiGYZhhDDt6hmEYhhnGsKNnGGZA+fOf/4wzzzxzwHVWr16Nk08+GVrrAddimEMJdvQMwwwYjuPgxhtvxLJlywZc66yzzoJpmnjwwQcHXIthDiXY0TMMM2A8+uijaGhowOmnnz4oehdddBHuvPPOQdFimEMFdvQMw1Rk//79aG5uxq9+9avid//4xz9gWVavbTRLWblyJc4999yy777+9a9j6dKlZd+df/75uOiii4r/P+qoo3DLLbdg8eLFqK+vx+TJk/HUU09h//79OO+881BfX4+ZM2di48aNZfmce+652LhxI3bs2NEPtWaY4QE7eoZhKjJ+/Hjce++9uPnmm7Fx40Z0dHTgwgsvxJIlSzBnzpzE81566SWcdtppNWn+7ne/w+mnn45NmzZh/vz5uPDCC7F48WJ897vfxeuvv45jjjkGixcvRum+XJMmTUJTUxNefPHFmjQZZjjCjp5hmFScc845+MEPfoBFixbh8ssvx6hRo7B8+fLE9K2trWhra8OECRNq1vvhD3+IqVOn4qabbkJ7ezu+8IUvYMGCBZg2bRquvfZabNu2DXv37i07b8KECXj//fdr0mSY4Qg7eoZhUvPrX/8aQRDgkUcewYMPPgjbthPT5nI5AEAmk6lJa+bMmcW/m5qaAAAnnnhir+/27dtXdl42m0VXV1dNmgwzHGFHzzBManbs2IEPP/wQWmu89957faY9/PDDIYTAp59+WjHfMAx7fWeaZvFvIUTidz2X033yyScYP358itowzMiAHT3DMKnwPA/f/e53sXDhQvziF7/A97///V696VIsy8KMGTOwdevWXsd6Dre/++67/VJGx3GwY8cOnHLKKf2SH8MMB9jRMwyTip/97Gdoa2vDnXfeiWuvvRbTpk3DJZdc0uc58+bNw0svvdTr+yeffBKPPfYYduzYgV/+8pfYunUr3n//fXzwwQcHVcZXXnkFtm2jpaXloPJhmOEEO3qGYSqybt063HHHHXjggQfQ0NAAKSUeeOABvPjii1ixYkXieZdeeilWrVqFtra2su/nz5+P2267DTNmzMALL7yAe+65B6+++ioeeOCBgyrnQw89hEWLFqGuru6g8mGY4YSg0rUpDMMw/cyCBQtw6qmn4vrrrwfy6+hPPvlk3HHHHf2q8/HHH2P69OnYuHEjpkyZ0q95M8yhDPfoGYYZUG6//XbU19cPuM57772He+65h508w/SAe/QMwwwqA9WjZxgmHnb0DMMwDDOM4aF7hmEYhhnGsKNnGIZhmGEMO3qGYRiGGcawo2cYhmGYYQw7eoZhGIYZxrCjZxiGYZhhDDt6hmEYhhnGsKNnGIZhmGEMO3qGYRiGGcb8f5z26yyj84y3AAAAAElFTkSuQmCC",
      "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",
    "# systematically 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(center=[i * p, j * p, h / 2], radius=r, length=h, axis=2),\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(boundary=td.PML()),  # 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()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "8330be21",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:33.156327Z",
     "iopub.status.busy": "2025-05-15T10:48:33.156233Z",
     "iopub.status.idle": "2025-05-15T10:48:40.221704Z",
     "shell.execute_reply": "2025-05-15T10:48:40.221451Z"
    }
   },
   "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\">20:02:09 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'all_dielectric_metasurface_absorber'</span> with task_id   \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:02:09 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'all_dielectric_metasurface_absorber'\u001b[0m with task_id   \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>View task using web UI at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c2</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">42-4b67-8d06-492efa65f090'</span></a>.                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=886050;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=465523;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=886050;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=883744;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=886050;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[32m-5bb6ccf8-c2\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=886050;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[32m42-4b67-8d06-492efa65f090'\u001b[0m\u001b]8;;\u001b\\.                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=225497;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c3b42a40ded545b19b82dd1286b9c02e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:02:11 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.324</span>. Minimum cost depends on task      \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the billed \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>FlexCredit cost after a simulation run.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:02:11 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.324\u001b[0m. Minimum cost depends on task      \n",
       "\u001b[2;36m              \u001b[0mexecution details. 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 \n",
       "\u001b[2;36m              \u001b[0mFlexCredit cost after a simulation run.                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:02:12 CEST </span>status = queued                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:02:12 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                   \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or             \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI.     \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>Terminating the Python script will not stop the job running on the\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>cloud.                                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or             \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.     \n",
       "\u001b[2;36m              \u001b[0mTerminating the Python script will not stop the job running on the\n",
       "\u001b[2;36m              \u001b[0mcloud.                                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6c2cc09542b0412186145715c31e91b7",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:11:34 CEST </span>status = preprocess                                               \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:11:34 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                               \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:11:39 CEST </span>starting up solver                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:11:39 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>running solver                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b3dc8620568b43338c4e894c31e301bf",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:11:52 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">20</span>%, exiting.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:11:52 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m20\u001b[0m%, exiting.                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>status = postprocess                                              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "06a86c1821c24160b5868ba5ec697374",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:11:55 CEST </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:11:55 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:11:57 CEST </span>View simulation result at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c2</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">42-4b67-8d06-492efa65f090'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:11:57 CEST\u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=961953;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=592129;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=961953;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=93350;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=961953;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[4;34m-5bb6ccf8-c2\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=961953;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5bb6ccf8-c242-4b67-8d06-492efa65f090\u001b\\\u001b[4;34m42-4b67-8d06-492efa65f090'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "3dbb26ab9acd49fcaee29aa5cd323987",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">20:12:00 CEST </span>loading simulation from data/simulation.hdf5                      \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m20:12:00 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/simulation.hdf5                      \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(\n",
    "    sim,\n",
    "    task_name=\"all_dielectric_metasurface_absorber\",\n",
    "    path=\"data/simulation.hdf5\",\n",
    "    verbose=True,\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": 16,
   "id": "a33fe037",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:40.244744Z",
     "iopub.status.busy": "2025-05-15T10:48:40.244673Z",
     "iopub.status.idle": "2025-05-15T10:48:40.290363Z",
     "shell.execute_reply": "2025-05-15T10:48:40.290142Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "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()"
   ]
  },
  {
   "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": 17,
   "id": "82f9b57e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:48:40.291388Z",
     "iopub.status.busy": "2025-05-15T10:48:40.291280Z",
     "iopub.status.idle": "2025-05-15T10:48:44.451476Z",
     "shell.execute_reply": "2025-05-15T10:48:44.450949Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
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     },
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    "sim_data.plot_field(field_monitor_name=\"field\", field_name=\"E\", val=\"abs^2\")\n",
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   ]
  }
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  "description": "This notebook demonstrates how to model a dielectric metasurface absorber in Tidy3D FDTD.",
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  "title": "Dielectric Metasurface Absorber | Flexcompute",
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