{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Inverse design optimization of a metalens\n",
        "\n",
        "In this notebook, we will use inverse design and the Tidy3D `autograd`\n",
        "feature to design a high numerical aperture (NA) metalens for optimal\n",
        "focusing to a point. This demo also introduces how to use automatic\n",
        "differentiation in `tidy3d` for objective functions that depend on the\n",
        "`FieldMonitor` outputs.\n",
        "\n",
        "We will follow the basic set up from Mansouree et al. “Large-Scale\n",
        "Parametrized Metasurface Design Using Adjoint Optimization”. The\n",
        "published paper can be found\n",
        "[here](https://pubs.acs.org/doi/abs/10.1021/acsphotonics.0c01058) and\n",
        "the arxiv preprint can be found\n",
        "[here](https://arxiv.org/abs/2101.06292).\n",
        "\n",
        "<img src=\"img/adjoint_7.png\" width=400 alt=\"Schematic of the metalens\">"
      ],
      "id": "d62c022f-619a-480a-9c2f-dbc569053290"
    },
    {
      "cell_type": "raw",
      "metadata": {
        "raw_mimetype": "text/html"
      },
      "source": [
        "<!-- View this project in [Tidy3D Web App](https://tidy3d.simulation.cloud/workbench?taskId=d226dea4-9a65-4481-83d0-7f7d4cbfd388). -->"
      ],
      "id": "01b3c2df-85b8-4760-854e-e2a001723571"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Setup\n",
        "\n",
        "We first perform basic imports of the packages needed."
      ],
      "id": "6b73814b-56df-4b43-a2c5-0c30303e93fd"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "from autograd import value_and_grad\n",
        "from tidy3d import web\n",
        "from tidy3d.plugins.autograd import adam, optimize"
      ],
      "id": "716fff50"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The metalens design consists of a rectangular array of Si rectangular\n",
        "prisms sitting on an SiO2 substrate.\n",
        "\n",
        "Here we define all of the basic parameters of the setup, including the\n",
        "wavelength, NA, geometrical dimensions, and material properties."
      ],
      "id": "fcb0efc9-25fc-401c-add6-b1d782b2cb1c"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "# 1 nanometer in units of microns (for conversion)\n",
        "nm = 1e-3\n",
        "\n",
        "# free space central wavelength\n",
        "wavelength = 850 * nm\n",
        "f0 = td.C_0 / wavelength\n",
        "fwidth = f0 / 20\n",
        "\n",
        "# desired numerical aperture\n",
        "NA = 0.78\n",
        "\n",
        "# shape parameters of metalens unit cell (um) (refer to image above and see paper for details)\n",
        "H = 430 * nm\n",
        "S = 320 * nm\n",
        "\n",
        "# minimum and maximum radius of cylinder in unit cell\n",
        "rmin = 50 * nm\n",
        "rmax = S / 2 - 10 * nm  # to avoid touching cylinders\n",
        "\n",
        "# space above and below metalens (in substrate and air, respectively)\n",
        "buffer_z = wavelength / 2\n",
        "\n",
        "# buffer region in x and y\n",
        "buffer_xy = wavelength\n",
        "\n",
        "# diameter of entire metalens (um)\n",
        "diameter = 10\n",
        "\n",
        "# Define material properties at 850 nm\n",
        "n_Si = 3.84  # aSi\n",
        "n_SiO2 = 1.45\n",
        "air = td.Medium(permittivity=1.0)\n",
        "SiO2 = td.Medium(permittivity=n_SiO2**2)\n",
        "Si = td.Medium(permittivity=n_Si**2)\n",
        "\n",
        "# define symmetry\n",
        "symmetry = (-1, 1, 0)\n",
        "\n",
        "# simulation run time\n",
        "run_time = 100 / fwidth\n",
        "min_steps_per_wvl = 10"
      ],
      "id": "38c77f25"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, we will also define some derived parameters:"
      ],
      "id": "e162c37e-7bef-4d65-a4ab-1af05237b695"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Compute the domain size in x, y\n",
        "length_xy = diameter + 2 * buffer_xy\n",
        "\n",
        "# focal length given diameter and numerical aperture\n",
        "focal_length = length_xy / 2 / NA * np.sqrt(1 - NA**2)\n",
        "\n",
        "# total domain size in z: unit cells + buffer in z\n",
        "length_z = H + 2 * buffer_z\n",
        "\n",
        "# construct simulation size array\n",
        "sim_size = (length_xy, length_xy, length_z)"
      ],
      "id": "b212711b"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Create Metalens Geometry\n",
        "\n",
        "Now we will define the structures in our simulation. We will first write\n",
        "a function to get the coordinates of the centers of the cylinders in the\n",
        "metalens."
      ],
      "id": "327ac598-6676-4bb4-b4f6-0d44966793de"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "def get_cylinder_centers(diameter, spacing, full_circle: bool = False):\n",
        "    r_eff = diameter / 2 - spacing / 2  # max radius of centers\n",
        "    coords = np.arange(0, r_eff, spacing)\n",
        "\n",
        "    if full_circle:\n",
        "        coords = np.concatenate([-coords[::-1], coords])\n",
        "\n",
        "    x, y = np.meshgrid(coords, coords)\n",
        "    points = np.vstack((x.flat, y.flat)).T\n",
        "\n",
        "    # Create a boolean mask for points within the circle\n",
        "    mask = x**2 + y**2 <= r_eff**2\n",
        "\n",
        "    # Apply the mask to get the final points\n",
        "    return points[mask.flat]"
      ],
      "id": "d83b9ae9"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "For a diameter of 10.0 µm, there are 780 cylinders.\n",
            "The metalens has an area of 78.5 µm² and a focal length of 4.7 µm."
          ]
        }
      ],
      "source": [
        "centers_quarter = get_cylinder_centers(diameter, S, full_circle=False)\n",
        "centers_full = get_cylinder_centers(diameter, S, full_circle=True)\n",
        "N = len(centers_full)\n",
        "\n",
        "print(f\"For a diameter of {diameter:.1f} µm, there are {N} cylinders.\")\n",
        "print(\n",
        "    f\"The metalens has an area of {np.pi * (diameter / 2) ** 2:.1f} µm² and a focal length of {focal_length:.1f} µm.\"\n",
        ")"
      ],
      "id": "4b215b9b"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s visualize the cell centers."
      ],
      "id": "75b0dde4-46db-41db-b2a6-56816ec70f20"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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ff3Z1mAC8gV2XLcGuy0CGKiuT7rhDeuYZKRKJP19UJI0aJV16qdShg3vj24xp81Zq1MTZ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\n"
          }
        }
      ],
      "source": [
        "fig, ax = plt.subplots(1, 1, tight_layout=True)\n",
        "ax.scatter(*get_cylinder_centers(diameter, S, full_circle=True).T, s=1)\n",
        "circle = plt.Circle((0, 0), diameter / 2, color=\"r\", fill=False)\n",
        "ax.add_artist(circle)\n",
        "ax.set_xlabel(\"x (µm)\")\n",
        "ax.set_ylabel(\"y (µm)\")\n",
        "ax.set_aspect(\"equal\")\n",
        "plt.show()"
      ],
      "id": "8f243e8d"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Now, we will start defining the structures in our simulation, starting\n",
        "with the substrate."
      ],
      "id": "8522fc9b-f073-4f4b-a669-8ef6cf391c62"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [],
      "source": [
        "substrate = td.Structure(\n",
        "    geometry=td.Box.from_bounds(\n",
        "        rmin=(-td.inf, -td.inf, -1000),\n",
        "        rmax=(+td.inf, +td.inf, -H / 2),\n",
        "    ),\n",
        "    medium=SiO2,\n",
        ")\n",
        "\n",
        "aperture = [\n",
        "    td.Structure(\n",
        "        geometry=td.Box.from_bounds(\n",
        "            rmin=(-td.inf, -td.inf, -H / 2),\n",
        "            rmax=(+td.inf, +td.inf, -H / 2 + 0.2),\n",
        "        ),\n",
        "        medium=td.PECMedium(),\n",
        "    ),\n",
        "    td.Structure(\n",
        "        geometry=td.Cylinder(\n",
        "            center=(0, 0, 0),\n",
        "            radius=diameter / 2 + buffer_xy / 4,\n",
        "            length=H,\n",
        "        ),\n",
        "        medium=air,\n",
        "    ),\n",
        "]"
      ],
      "id": "10dcab61"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "And we will write a function to make a `td.Structure` containing a\n",
        "`td.GeometryGroup` with a `td.Cylinder` for each unit cell.\n",
        "\n",
        "> Note: while one could create a separate `td.Structure` for each\n",
        "> `td.Cylinder`, using `td.GeometryGroup` leads to performance\n",
        "> improvements, especially for the gradient processing."
      ],
      "id": "7d96c025-7092-4ced-8c4f-a6d7e15770b1"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_cylinders(params):\n",
        "    \"\"\"Make the metalens unit cell structures.\"\"\"\n",
        "    # scale the parameters to be between rmin and rmax\n",
        "    radii = rmin + (rmax - rmin) / (1 + np.exp(-params))\n",
        "\n",
        "    geometries = []\n",
        "    for r, (x, y) in zip(radii, centers_quarter):\n",
        "        geometry = td.Cylinder(center=(x, y, 0), radius=r, length=H)\n",
        "        geometries.append(geometry)\n",
        "    geo_group = td.GeometryGroup(geometries=geometries)\n",
        "    medium = td.Medium(permittivity=n_Si**2)\n",
        "\n",
        "    return td.Structure(medium=medium, geometry=geo_group)"
      ],
      "id": "6d0a6099"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Define Source\n",
        "\n",
        "Now we define the incident fields. We simply use an x-polarized,\n",
        "normally incident plane wave with Gaussian time dependence centered at\n",
        "our central frequency. For more details, see the [plane wave source\n",
        "documentation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PlaneWave.html#tidy3d-planewave)\n",
        "and the [gaussian source\n",
        "documentation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.GaussianPulse.html#tidy3d-gaussianpulse)"
      ],
      "id": "45a831bc-edff-4cbd-8cc3-3a441c6ee979"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [],
      "source": [
        "# time dependence of source\n",
        "gaussian = td.GaussianPulse(freq0=f0, fwidth=fwidth, phase=0)\n",
        "\n",
        "source = td.PlaneWave(\n",
        "    source_time=gaussian,\n",
        "    size=(td.inf, td.inf, 0),\n",
        "    center=(0, 0, -H / 2 - buffer_z / 2),\n",
        "    direction=\"+\",\n",
        "    pol_angle=0,\n",
        ")"
      ],
      "id": "a5d55f47"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Define Monitors\n",
        "\n",
        "Now we define the monitor that measures field output from the FDTD\n",
        "simulation. For simplicity, we use measure the fields at the central\n",
        "frequency at the focal spot.\n",
        "\n",
        "This will be the monitor that we use in our objective function.\n",
        "\n",
        "We additionally define the monitor used for the far field projection\n",
        "here, but note that it is not included in the simulation as we will\n",
        "perform the far field projection locally using the near field monitor."
      ],
      "id": "df12599e-9d51-4cd5-b939-d2c8e9320466"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [],
      "source": [
        "monitor_near = td.FieldMonitor(\n",
        "    center=(0, 0, H / 2 + buffer_z / 2),\n",
        "    size=(td.inf, td.inf, 0),\n",
        "    freqs=[f0],\n",
        "    name=\"near_fields\",\n",
        "    colocate=False,\n",
        ")\n",
        "\n",
        "monitor_far = td.FieldProjectionAngleMonitor(\n",
        "    center=monitor_near.center,\n",
        "    size=monitor_near.size,\n",
        "    freqs=monitor_near.freqs,\n",
        "    name=\"far_fields\",\n",
        "    phi=[0],\n",
        "    theta=[0],\n",
        "    proj_distance=focal_length - buffer_z / 2,\n",
        "    far_field_approx=False,\n",
        ")"
      ],
      "id": "459a095c"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Create Simulation\n",
        "\n",
        "Now we can put everything together and define a `Simulation` object to\n",
        "be run.\n",
        "\n",
        "> Note: we add symmetry of (-1, 1, 0) to speed up the simulation by\n",
        "> approximately 4x taking into account the symmetry in our source and\n",
        "> dielectric function."
      ],
      "id": "8ffb3095-106b-4136-b318-8280bc7518a1"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_sim(params):\n",
        "    structures = [substrate, *aperture]\n",
        "    if params is not None:\n",
        "        structures.append(make_cylinders(params))\n",
        "    sim = td.Simulation(\n",
        "        size=sim_size,\n",
        "        structures=structures,\n",
        "        sources=[source],\n",
        "        monitors=[monitor_near],\n",
        "        run_time=run_time,\n",
        "        boundary_spec=td.BoundarySpec.all_sides(td.PML()),\n",
        "        grid_spec=td.GridSpec.auto(min_steps_per_wvl=min_steps_per_wvl),\n",
        "        symmetry=symmetry,\n",
        "    )\n",
        "    return sim"
      ],
      "id": "8908103d"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s define some initial parameters for the metalens."
      ],
      "id": "d37d3cd0-334d-4cac-ac6b-633074e966c1"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [],
      "source": [
        "params0 = np.zeros(len(centers_quarter))\n",
        "sim = make_sim(params0)"
      ],
      "id": "781d62ed"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Visualize Geometry\n",
        "\n",
        "Lets take a look and make sure everything is defined properly. Note that\n",
        "we see only the upper right quadrant of the metalens, but this will be\n",
        "reflected across the other quadrants to create the full metalens due to\n",
        "the symmetry that we specified in the simulation."
      ],
      "id": "0de0693a-5881-4363-96f5-e142e9f62252"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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XynfaHBSjz14EDB2EmjOyPjRjnOXCxw2hce6ocn7x/AGwcAU8Z2Qcb1Mpy/XOS0r02YCo8t7i8Y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ADCEDhNoLPRCBQJAChwkmjTYQ6DRisDmwjxqR0iwTYWJDJRMbKvvV7+QJI5icoORTKqZOHMnU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\n3KeX4dPKkms/S/a//FJNRUUQ09QoKAqvfemamdL4x1a+pOyVgq1lN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          }
        }
      ],
      "source": [
        "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(14, 6))\n",
        "\n",
        "sim.plot(x=0, ax=ax1)\n",
        "sim.plot(y=0, ax=ax2)\n",
        "sim.plot(z=-H / 2, ax=ax3)  # so we can see the aperture\n",
        "plt.show()"
      ],
      "id": "98c9d129"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Objective Function\n",
        "\n",
        "Now that our simulation is set up, we can define our objective function\n",
        "over the `td.SimulationData` results.\n",
        "\n",
        "We first write a function to take a `td.SimulationData` object and\n",
        "return the projected far field power.\n",
        "\n",
        "Next, we write a function to\n",
        "\n",
        "1.  Set up our simulation given our design parameters.\n",
        "\n",
        "2.  Run the simulation through the adjoint `run` function.\n",
        "\n",
        "3.  Compute and return the intensity at the focal point."
      ],
      "id": "1a5dc340-8451-41e3-ae39-c6df7d6ecfdf"
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {},
      "outputs": [],
      "source": [
        "def measure_focal_power(sim_data: td.SimulationData) -> float:\n",
        "    \"\"\"Measures far field power at focal point.\"\"\"\n",
        "    projector = td.FieldProjector.from_near_field_monitors(\n",
        "        sim_data=sim_data,\n",
        "        near_monitors=[monitor_near],\n",
        "        normal_dirs=[\"+\"],\n",
        "        pts_per_wavelength=None,\n",
        "    )\n",
        "    projected_fields = projector.project_fields(monitor_far)\n",
        "    return projected_fields.power.sum().item()\n",
        "\n",
        "\n",
        "def J(params) -> float:\n",
        "    \"\"\"Objective function, returns power at focal point as a function of params.\"\"\"\n",
        "    sim = make_sim(params)\n",
        "    sim_data = web.run(sim, task_name=\"metalens_invdes\", verbose=False)\n",
        "    return measure_focal_power(sim_data)"
      ],
      "id": "68249b10"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, we use `autograd` to get a function returning the objective value\n",
        "and its gradient, given some parameters."
      ],
      "id": "4ed0afff-a7b2-4d49-ae74-78192740c522"
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {},
      "outputs": [],
      "source": [
        "dJ = value_and_grad(J)"
      ],
      "id": "ddd26c61"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "And try it out."
      ],
      "id": "40461515-c2fd-4178-8441-f278efe857c2"
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"cd31adcb34f34de8adbbc5da9c1db49f\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "0.004176894501851618\n",
            "[ 5.00587779e-04  5.32383372e-04  4.45903144e-04  3.77183944e-04\n",
            "  4.50738193e-05 -2.75886641e-04 -3.58647451e-04 -2.04935263e-04\n",
            "  1.33500492e-04  2.58655329e-04  4.00368568e-05 -1.73290222e-04\n",
            " -6.67046894e-05  1.48920334e-04  1.39512340e-04 -1.45186668e-05\n",
            "  5.02996183e-04  5.33085810e-04  4.58206172e-04  3.44436757e-04\n",
            "  3.40478295e-05 -3.08315523e-04 -3.84245979e-04 -1.82418040e-04\n",
            "  1.68276712e-04  2.63878714e-04  1.15629497e-05 -2.02898700e-04\n",
            " -6.87002102e-05  1.52511960e-04  8.79106139e-05 -8.87556219e-05\n",
            "  4.48016108e-04  5.16720637e-04  4.02525495e-04  2.44988309e-04\n",
            " -9.52942869e-05 -3.95703100e-04 -3.65486498e-04 -1.11614374e-04\n",
            "  2.07162860e-04  2.63025477e-04 -2.71980803e-05 -2.22964972e-04\n",
            " -5.67457701e-05  1.73129196e-04  2.98780656e-05  3.66413694e-04\n",
            "  3.91339528e-04  2.66122928e-04  3.18408731e-05 -2.65575920e-04\n",
            " -4.30108557e-04 -3.01037316e-04  3.90380124e-05  2.64675770e-04\n",
            "  1.93665327e-04 -1.18706830e-04 -1.95429976e-04  2.14857079e-05\n",
            "  1.86498449e-04  2.55939766e-05  1.78717458e-04  1.42379233e-04\n",
            " -3.08121042e-05 -2.39480894e-04 -4.13518163e-04 -4.28901538e-04\n",
            " -1.41445859e-04  1.76559602e-04  2.67969710e-04  7.29625610e-05\n",
            " -1.67752240e-04 -1.68610617e-04  1.05969864e-04  2.07807811e-04\n",
            "  3.73358973e-05 -1.43050878e-04 -2.14689573e-04 -3.40655473e-04\n",
            " -4.42555164e-04 -4.07164327e-04 -2.51834309e-04  6.98031628e-05\n",
            "  2.83168372e-04  1.97422483e-04 -7.50779788e-05 -2.06765983e-04\n",
            " -3.85959192e-05  1.65016443e-04  1.16800396e-04 -6.36363708e-05\n",
            " -4.01786356e-04 -4.63465927e-04 -4.57203231e-04 -4.49851190e-04\n",
            " -1.96663407e-04  1.85878152e-06  2.49449487e-04  3.16291902e-04\n",
            "  4.83377736e-05 -2.08355208e-04 -1.61376234e-04  1.04026593e-04\n",
            "  1.81955215e-04  5.46211748e-05 -4.03475650e-04 -3.82200955e-04\n",
            " -2.43599832e-04 -1.26576964e-04  9.60740500e-05  3.06347574e-04\n",
            "  3.17612767e-04  1.49727885e-04 -1.34417145e-04 -2.16746208e-04\n",
            "  2.72246989e-06  2.17385825e-04  8.40684427e-05 -5.25330930e-05\n",
            " -1.05876603e-05  5.59595948e-05  1.90461343e-04  3.04332009e-04\n",
            "  3.48088965e-04  3.77814643e-04  1.09118415e-04 -1.70936805e-04\n",
            " -2.15763064e-04 -7.24773320e-05  1.89300871e-04  1.79508940e-04\n",
            "  3.24846931e-06  4.25349227e-04  4.36639224e-04  4.10455116e-04\n",
            "  4.14425714e-04  2.13733625e-04  6.31013606e-06 -2.32942745e-04\n",
            " -2.40654446e-04 -6.24757201e-05  1.18301543e-04  1.96529390e-04\n",
            " -5.58983398e-05 -5.18712359e-05  2.91864144e-04  2.32379310e-04\n",
            "  4.13196973e-05 -1.58001119e-04 -2.64888275e-04 -3.19641613e-04\n",
            " -2.14254713e-04 -5.15754612e-05  2.45773831e-04  2.23031805e-04\n",
            "  1.01972796e-05 -1.44694328e-04 -2.64099692e-04 -3.74312793e-04\n",
            " -4.09606311e-04 -3.49089327e-04 -2.03937817e-04 -7.64036014e-05\n",
            "  1.25271565e-04  3.29618633e-04  1.46677117e-04 -1.22577670e-04\n",
            " -1.32073143e-04 -1.71918846e-04 -2.16361322e-04 -1.83427497e-04\n",
            " -3.37305965e-05  1.91505678e-04  3.85714022e-04  2.13539203e-04\n",
            "  1.71100708e-05 -1.10009037e-04 -1.51180423e-04  2.94174200e-04\n",
            "  2.70679986e-04  2.52121383e-04  2.95190908e-04  2.23313493e-04\n",
            "  1.02598207e-04 -5.11931040e-05 -1.63112198e-04  2.84258862e-05\n",
            "  4.61310600e-05  1.35789327e-04  9.03661037e-05 -6.31416496e-05\n",
            " -1.13360990e-04 -1.38028921e-04 -1.44472182e-04]"
          ]
        }
      ],
      "source": [
        "val, grad = dJ(params0)\n",
        "print(val)\n",
        "print(grad)"
      ],
      "id": "9961e8e9"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Normalize Objective\n",
        "\n",
        "To normalize our objective function value to something more\n",
        "understandable, we first run a simulation with no metalens to compute\n",
        "the focal point intensity in this case. Then, we construct a new\n",
        "objective function value that normalizes the raw intensity by this\n",
        "value, giving us an “intensity enhancement” factor. In this\n",
        "normalization, if our objective is given by “x”, it means that the\n",
        "intensity at the focal point is “x” times stronger with our design than\n",
        "with no structures at all."
      ],
      "id": "04ef17c3-2d6f-449d-ab8b-512b320efdc4"
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"135b8210292c4d7f9bb247a694d70ae2\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "0.23452779623919473"
          ]
        }
      ],
      "source": [
        "J_empty = J(None)\n",
        "\n",
        "\n",
        "def J_normalized(params):\n",
        "    return J(params) / J_empty\n",
        "\n",
        "\n",
        "val_normalized = val / J_empty\n",
        "\n",
        "dJ_normalized = value_and_grad(J_normalized)\n",
        "\n",
        "print(val_normalized)"
      ],
      "id": "84743942"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Optimization\n",
        "\n",
        "With our objective function set up, we can now run the optimization.\n",
        "\n",
        "As before, we will use Tidy3D’s Adam optimization helpers with initial\n",
        "parameters of all zeros (corresponding to cylinders of radius `rmax/2`)."
      ],
      "id": "5464d85f-b0d5-4d86-9731-7c26098313ae"
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"00fefd6a469147fa973e84debb3fde7b\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 1\n",
            "    J = 2.3453e-01\n",
            "    grad_norm = 1.9191e-01"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"5160cdd809de49d4891ffe23f6074998\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 2\n",
            "    J = 1.7026e+00\n",
            "    grad_norm = 5.1013e-01"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"21226bff3323422687fb61f1eda0fccf\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 3\n",
            "    J = 4.0849e+00\n",
            "    grad_norm = 8.9763e-01"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"d99c7121928b4b6f9381bd5c56c53055\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 4\n",
            "    J = 6.6911e+00\n",
            "    grad_norm = 1.1651e+00"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"870763a5e50d4ead98a9b120693e7bf8\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 5\n",
            "    J = 9.7812e+00\n",
            "    grad_norm = 1.6681e+00"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"47f4097de0e54604a529181b1ea7ea47\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 6\n",
            "    J = 1.3849e+01\n",
            "    grad_norm = 3.1508e+00"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"747af5a1877e40d6bc2c88ef9a83eaed\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 7\n",
            "    J = 1.7975e+01\n",
            "    grad_norm = 2.9436e+00"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"c4c11ac33d054100a511092aef266298\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 8\n",
            "    J = 2.0740e+01\n",
            "    grad_norm = 3.0138e+00"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"9b65630adfb9485e985f71390e360c0a\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 9\n",
            "    J = 2.2170e+01\n",
            "    grad_norm = 2.8601e+00"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"9f60822d220f44ab9bc4d325d98f9c10\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 10\n",
            "    J = 2.3595e+01\n",
            "    grad_norm = 3.4806e+00"
          ]
        }
      ],
      "source": [
        "# hyperparameters\n",
        "num_steps = 10\n",
        "learning_rate = 1e-1\n",
        "\n",
        "# initialize adam optimizer with starting parameters\n",
        "params = np.copy(params0)\n",
        "optimizer = adam(learning_rate=learning_rate)\n",
        "\n",
        "# store history\n",
        "J_history = [val_normalized]\n",
        "params_history = []\n",
        "\n",
        "\n",
        "def record_step(current_params, grad, state, step_index, objective_val):\n",
        "    print(f\"step = {step_index + 1}\")\n",
        "    print(f\"\\tJ = {objective_val:.4e}\")\n",
        "    print(f\"\\tgrad_norm = {np.linalg.norm(grad):.4e}\")\n",
        "\n",
        "    params_history.append(np.array(current_params).copy())\n",
        "\n",
        "\n",
        "params, opt_state, history = optimize(\n",
        "    J_normalized,\n",
        "    params0=params,\n",
        "    optimizer=optimizer,\n",
        "    num_steps=num_steps,\n",
        "    callback=record_step,\n",
        "    direction=\"max\",\n",
        ")\n",
        "params_history.append(np.array(params))\n",
        "J_history = history[\"objective_fn_val\"]"
      ],
      "id": "0448e677"
    },
    {
      "cell_type": "code",
      "execution_count": 19,
      "metadata": {},
      "outputs": [],
      "source": [
        "params_after = params_history[-1]"
      ],
      "id": "803e9253"
    },
    {
      "cell_type": "code",
      "execution_count": 20,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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Lli2rvHnz6sSJE7p586Y8PDwyMx4AAAAA5DgxcbF657tJ+n77b+muc3PJo2dr\nPaHOAYGqX6mmnJycDEoIIDsypEgKDQ2VJJUqVSrD55QuXVr//POPwsLCVLFixcyKBgAAAAA5zqGw\nE3p59nAdu3gmzTVVS1RUl4bPqX3dFirold/AdACyM0MfdE1MTP8NALdLSEiw+18AAAAAwN19t3W5\n3lk8UTcT41Md83LzVLu6zdWl4XN6tHSVDG09AgC3M6RIuvXmtd27d+vJJ5+86/qoqCidPHlSklS0\naNFMzQYAAAAAOUFsQpzeWTxRS7atSHWsUtGy6t+8qwJrPSkvd08T0gHIKQx5+LVhw4aSpJkzZyou\nLu6u66dOnSqr1aqHH35YPj4+mR0PAAAAALK1YxdP65kJve5YIgU1eFarh3+jTg2epUQC8MAMKZJe\neOEFeXp66uTJk+rQoYOuXbuW5tpvvvlG48aNkyS99NJLRsQDAAAAgGzr552r1eLDnjp8/oTd3MPV\nTVO7jdDUbiPkmcfdpHQAchqLzWazGXGhiRMnatiwYZKkQoUKqWvXrqpXr558fX0VFxenw4cP66ef\nftL27dslSY888oh27NjBG9v+R1RUVMpdWpGRkfL29jY5EQAAAAAzxCXG673vp2jBn7+kOlbRr4xm\nvzxeD5eoYHwwAFmKo3sEwzbbfvPNN3XhwgVNmTJFV65c0dSpU9NcW61aNS1fvpwSCQAAAADu4FR4\nqPrMflcHQo+mOtauTnNN7PI2j7EByBSGPNp2y+TJk7Vy5Uo1atRITk6pL12yZEmNHTtWO3bsUOnS\npY2MBgAAAADZwrLdG9RsfPdUJZKbSx5N7PK2pr80hhIJQKYx7NG2/xUdHa1Dhw4pKipKHh4eKl26\ntCpU4LbLu+HRNgAAACB3ik9M0Ps/T9NXG39Idaxc4ZKa/fJ4VSv1kAnJAGRl2fbRtv9VsGBB1a9f\n36zLAwAAAEC2cebKefWdPUJ7zvyT6tiztZ7U5BeHK79HXhOSAchtTCuSAAAAAAB3t2rPJr0+/wNd\njb1uN3d1dtHo51/XS02el8ViMSkdgNzG1CLJarXKarWmu8bFha4LAAAAQO6TmJykcUtnaOa6RamO\nlfItpi/7jFPNslVNSAYgNzO0pTl27Ji++OILbdy4UcePH9eNGzfuek5ISIj8/f0dliE5OVl79uzR\ntm3bFBYWpgsXLshms6lo0aKqV6+eWrVqpTx58mT487Zu3aoVK1bo3LlzcnNzU6VKldShQweVLVvW\nYZkBAAAA5C5hkZfUd84I7Tq5P9WxFtUb6dPu76mgV34TkgHI7QwrkubNm6e+ffsqPj7eqEum8tFH\nH+nDDz/U1atX01zj5+enadOmqUOHDul+1sWLF9WtWzetXbs21bF33nlHw4YN09ixY+/4djoAAAAA\nSMv6A1s18Osxioyx/+8WFydnvdu2v/o91ZlH2QCYxpAi6eDBg+rVq5eSk5Pl4uKili1bqk6dOvL1\n9ZWzs3O655YpU8ZhOQ4dOpRSIvn7+6tFixaqWLGiLBaLdu7cqXnz5unSpUt64YUXNHv2bPXu3fuO\nn3Pjxg21bNlSe/fulZOTk7p166bHH39cMTExWrRokbZu3aoPP/xQsbGxmjp1qsPyAwAAAMi5kpKT\n9PGy2fps1bxUx4p7F9GXfcbJv/wjJiQDgP+y2Gw2W2Zf5I033tCnn34qPz8/rVu3TtWqVcvsS95R\nz549FR0drffee0+1atVKdfzYsWN6/PHHdeHCBXl6eur48eMqVqxYqnVvv/22PvroI0nS4sWLFRQU\nlHLMarWqe/fu+vbbbyVJmzdvVkBAgMP+Hhz92j4AAAAA5rsYfVn9vhqp7cf+TnXsyf/U17Seo+Sb\nt6DxwQBke47uEQx57mrfvn2SpJEjR5pWIknShAkTtHTp0juWSJJUqVIlffzxx5Kk2NhY/fjjj6nW\nXL9+XZ999pkkKTAw0K5EkiQnJyfNmDFDBQoUkCSNHTvWkX8LAAAAAHKYPw+H6Klx3VKVSE4WJw1v\n84q+HfAJJRKALMOQIunWTU81atQw4nJp8vPzu+uap556KuXX//zzT6rjy5cv182bNyUpzUff8uXL\npxdeeEGStH79ekVFRd1PXAAAAAA5WLI1WROXzdYLn76mK9ft/5vBr0Ah/Tjoc73Wsjv7rgLIUgz5\nHaly5cqSpOjoaCMu90ASExNTfn2np/42bdokSbJYLGrcuHGan9OkSZOUz9u6datjQwIAAADI1i5f\ni1DQZ6/rkxVfpfrvjsZV6mjdu/PU4KE7P0kBAGYypEi6dedOcHCwEZd7IOvXr0/59cMPP5zq+MGD\nByVJxYsXT3l87U6qVKmS8us73dkEAAAAIHfaevQvPTWuu/48vMtubrFYNPTZ3lr82lQVzu9rUjoA\nSJ8hb23z9/fXqFGjNG7cOLVq1UqtW7c24rL3LCEhQRMmTJAk5cmTR+3atUu1JiwsTJJUokSJdD/r\n9uPnzp27pxzpPQqXHe7qAgAAAJCa1WrV52sWaMKvs2S1We2OFcrnrS96va9GVeqYlA4AMsaQIiki\nIkL9+vWTk5OT2rdvr6CgIAUFBalKlSry9PRM99xChQrJxcWQmHr77bd15MgRSdJrr72mUqVKpVpz\n/fp1SZKXl1e6n3X78Rs3btxTjlu7qQMAAADIGSJuRGvg12O04eC2VMfqV6qpL3q9r6IFC5uQDADu\njSENTYsWLbR79+6UrxcsWKAFCxZk6NyQkBD5+/tnVrQU8+fP15QpUyT9uyl4Wm9bS0hIkKS7llt5\n8uRJ+XV8fLyDUgIAAADIbkJO7FPfOSN0Pio81bHXW3bXm637yMXZmB+eA8CD4ncrSatXr07Zx6lk\nyZL69ddf5ebmdse1np6eunr16l3LoVtvdpPufvfS/4qMjEzzWHR0tMqXL39PnwcAAADAeDabTTPX\nLdK4pTOUZE22O+bjVUDTeo5S02oNTEoHAPfHkCJp/Pjx6ZYj6alQoYKD09jbvHmz2rVrp8TERBUu\nXFhr165V6dKl01xfoEABXbhw4a57FV29ejXl1/nz57+nTN7e3ve0HgAAAEDWEh1zTa/P+0Cr9/2Z\n6lid8o9oZu+xKuHjZ0IyAHgwhhRJzZs3N+Iy92zXrl1q1aqVYmNj5e3trTVr1ti9be1OKlSooMOH\nD+vs2bPprjtz5kzKrytWrOiQvAAAAACyvr9P/6OXZ7+r0IgLqY690qyLhrd5Ra48ygYgm3IyO4BZ\n9u/frxYtWujatWvKly+fVq1apRo1atz1vOrVq0v69xGzU6dOpbnur7/+Svn1I4888sB5AQAAAGRt\nNptNczZ+r8CJL6cqkQp45tO8Vz7WqPYDKZEAZGu5skg6evSomjVrpsjISHl5eem3335T3bp1M3Tu\n008/nfLr3377Lc11K1eulCT5+vrqsccee7DAAAAAALK0azdvqM/sdzViyWQlJifZHatRpqrWDp+n\nFo82NikdADhOriuSTp8+raZNm+rSpUtyd3dXcHCwGjZsmOHzAwICUvZt+uyzz+646fbevXu1du1a\nSVLnzp3l7OzsmPAAAAAAspwDoUfVYnwPLf9rQ6pjvZ7ooF+HzlTpQsVNSAYAjmfKPZWJiYk6fPiw\nrly5otjYWNlstjTXNmrUSAUKFHDIdc+fP6+mTZvq3LlzypMnj5YuXaonn3zynj7DyclJ48ePV8eO\nHXX06FH17NlTc+bMkaenpyTp+PHjeuGFF2S1WpUvXz4NHz7cIdkBAAAAZC02m00L/vxF730/RfFJ\nCXbH8rp7asqLI9S69r399wYAZHUWW3otjoMdOnRIY8aM0a+//qq4uLgMnRMSEiJ/f3+HXL9169Za\nvny5JKls2bKqXbt2uuurV6+ukSNH3vHYoEGDNHXqVEmSj4+P6tatq5iYGG3btk1JSUlycXHRsmXL\n1LJlS4dkvyUqKko+Pj6SpMjISN7wBgAAAJggJi5Wby6coJ9D1qQ6Vq3UQ5rdZ5zKFSllQjIAsOfo\nHsGwO5LWrFmjNm3a6ObNm0ZdMpXr16+n/Pr06dM6ffp0uuujo6PTPDZlyhRVq1ZN77//vs6ePatV\nq1alHKtfv74+++wzhxVgAAAAALKOQ2En9PLs4Tp28UyqY90atdX7L7whd1c3E5IBQOYz5I6ka9eu\nqVy5coqMjFS5cuU0cuRIPfbYY+rYsaP279+vX375RcWLF9fGjRs1efJklStXTtOnT5ePj4+KFy+u\nPHnyOCTHH3/8ocuXL2d4vZ+fnxo1apTuGpvNpgMHDig0NFRubm6qVKmSSpcu/aBR08QdSQAAAIB5\nvtu6XO8snqibifZ7pXq6eWhSl7fVrm4Lk5IBwJ05ukcwpEiaMWOGBgwYoPz58+vIkSMqWrSoJMnf\n31+7d++2e3zt0qVLatSokVxcXLR9+3blz58/s+NlKxRJAAAAgPFiE+L0zuKJWrJtRapjVYpX0OyX\nx6lS0bLGBwOAu3B0j2DIW9s2bdokSXrttddSSqS0+Pn56csvv9ShQ4f07rvvGhEPAAAAANJ07OJp\nPTOh1x1LpKAGz+q3t7+iRAKQaxhSJJ0/f16SUm1u7eT07+UTExPt5k2aNFGhQoU0f/58JSUlGRER\nAAAAAFL5eedqtfiwpw6fP2E393B109RuIzS12wh55nE3KR0AGM+QzbZvFUaFCxe2m3t4eEj699aq\n/1WsWDHt379f58+fz9Q9hwAAAADgf8Ulxuu976dowZ+/pDpWqWgZfdlnvB4uUcH4YABgMkOKpGLF\nikn6d/+jO82PHTuW6pyLFy9Kkq5evZrJ6QAAAADgv06Fh6rP7Hd1IPRoqmPt6jTXxC5vy8vd04Rk\nAGA+Qx5tK1eunCQpLCzMbl6jRg1J0tKlS+3mGzZsSHm72q2yCQAAAAAy27LdG9RsfPdUJZKbSx5N\n7PK2pr80hhIJQK5mSJHUtGlTSf8WRLdr27atLBaLNm3apB49emjlypWaPn26XnjhBUn/7qlUqFAh\nIyICAAAAyMXiExP07pJP1Gf2cN2Ii7U7Vq5wSa14a45ebNRGFovFpIQAkDVYbDabLbMvkpiYKF9f\nXyUlJeny5cvy8vJKOfbKK69o5syZqc5xcnLS6tWr9dRTT2V2vGzF0a/tAwAAAHK7M1fOq+/sEdpz\n5p9Ux56t9aQmvzhc+T3ympAMAB6co3sEQ/ZIcnV11alTp5SYmCg3Nze7Y5999pny5cunmTNn6vr1\n65Kk8uXLa+rUqZRIAAAAADLV6r2b9Nq8D3Q19rrd3NXZRaOff10vNXmeu5AA4DaG3JGUEQkJCQoN\nDZWbm5tKlixpdpwsizuSAAAAgAeXmJykcUtnaOa6RamOlfItpi/7jFPNslVNSAYAjpUt70jKiDx5\n8qhCBV6fCQAAACBzhUVeUt85I7Tr5P5Ux1o+2lhTu41QQa/8JiQDgKwvyxRJAAAAAJDZ1h/YqoFf\nj1FkzFW7uYuTs0a0G6C+TTvxKBsApMPUIslqtcpqtaa7xsWFrgsAAADAg0lKTtLHy2brs1XzUh0r\n7l1EX/YZJ//yj5iQDACyFycjL3bs2DENHjxYNWvWVL58+eTs7CxXV9d0/9q1a5eREQEAAADkMBej\nL+v5qQPvWCI9+Z/6WvvufEokAMggw273mTdvnvr27av4+HijLgkAAAAgl/vzcIhe+WqkrlyPsps7\nWZz09nN99WrzF+XkZOjP1wEgWzOkSDp48KB69eql5ORkubi4qGXLlqpTp458fX3l7Oyc7rllypQx\nIiIAAACAHCTZmqzJK+Zq8m9z9b8vqvYrUEgze3+g+pVqmpQOALIvQ4qk2bNnKzk5WX5+flq3bp2q\nVatmxGUBAAAA5EKXr0Wo/9xR+vNw6m0yGlepo+kvjVHh/D4mJAOA7M+QImnfvn2SpJEjR1IiAQAA\nAMg0W4/+pVe+GqlLV6/YzS0Wi4a06qVBz/SUs1P6T0UAANJmSJF061bSGjVqGHE5AAAAALmM1WrV\n52sWaMKvs2S12b8ZulA+b33R6301qlLHpHQAkHMYsqtc5cqVJUnR0dFGXA4AAABALhJxI1pdpw/R\n+F++SFUi1a9UU+venU+JBAAOYkiR1Lt3b0lScHCwEZcDAAAAkEuEnNinZuO6acPBbamOvd6yu354\nY5qKFixsQjIAyJkMKZL8/f01atQoffXVV1q2bJkRlwQAAACQg9lsNn2xdqHafvKKzkeF2x3z8Sqg\nha9O1jttXpGLsyG7eQBAruHQ31UjIiKUmJh4x2P9+vWTk5OT2rdvr6CgIAUFBalKlSry9PRM9zML\nFSokFxd+8wcAAADwr+iYa3p93gdave/PVMfqlH9EM3uPVQkfPxOSAUDOZ7Hd2gnbAfz9/bV7925H\nfZwkKSQkRP7+/g79zOwsKipKPj7/vqo0MjJS3t7eJicCAAAAjPP36X/08ux3FRpxIdWxV5p10fA2\nr8iVu5AAIIWjewR+hwUAAACQ5dlsNn31+w8a8+NnSkxOsjtWwDOfPuv+nlo82tikdACQezi0SBo/\nfrwiIyMd+ZGqUKGCQz8PAAAAQPZy7eYNDV4wXsv/2pDqWI0yVfVln7EqXai4CckAIPdxaJHUvHlz\nR34cAAAAgFzuQOhR9flyuE5dPpfqWK8nOmhku4Fyc81jQjIAyJ14tA0AAABAlmOz2fTt5l81Yslk\nxScl2B3L5+6lyS++q9a1nzQpHQDkXhRJAAAAALKUmLhYvblwgn4OWZPqWLVSD2l2n3EqV6SUCckA\nAKYWSVarVVarNd01Li50XQAAAEBucSjshF6ePVzHLp5Jdaxbo7Z6/4U35O7qZkIyAIBkcJF07Ngx\nffHFF9q4caOOHz+uGzdu3PWckJAQ+fv7G5AOAAAAgJm+27pc7yyeqJuJ8XZzTzcPTeryttrVbWFS\nMgDALYYVSfPmzVPfvn0VHx9/98UAAAAAco3YhDi9s3iilmxbkepYleIVNPvlcapUtKzxwQAAqRhS\nJB08eFC9evVScnKyXFxc1LJlS9WpU0e+vr5ydnZO99wyZcoYEREAAACACY5dPK0+X76rw+dPpDoW\n1OBZjQ8aKs887iYkAwDciSFF0uzZs5WcnCw/Pz+tW7dO1apVM+KyAAAAALKwn3eu1tCFExQbf9Nu\n7uHqpg87vamgBs+alAwAkBZDiqR9+/ZJkkaOHEmJBAAAAORycYnxGvn9VM3/c2mqY5WKltGXfcbr\n4RIVTEgGALgbQ4okm80mSapRo4YRlwMAAACQRZ0KD1Wf2e/qQOjRVMfa1WmuiV3elpe7pwnJAAAZ\n4WTERSpXrixJio6ONuJyAAAAALKgZbs3qNn47qlKJDeXPJrY5W1Nf2kMJRIAZHGGFEm9e/eWJAUH\nBxtxOQAAAABZSHxigt5d8on6zB6uG3GxdsfKFS6pFW/N0YuN2shisZiUEACQUYYUSf7+/ho1apS+\n+uorLVu2zIhLAgAAAMgCzlw5r+cm9dNXG39Idax1raZaM3yeqpV6yIRkAID7YcgeSREREerXr5+c\nnJzUvn17BQUFKSgoSFWqVJGnZ/q3rhYqVEguLobEBAAAAOBAq/du0mvzPtDV2Ot2c1dnF41+/nW9\n1OR57kICgGzGYru1E3Ym8vf31+7du+/r3JCQEPn7+zs4UfYVFRUlHx8fSVJkZKS8vb1NTgQAAADY\nS0xO0rilMzRz3aJUx0r5FtOXfcapZtmqJiQDgNzH0T0Ct/oAAAAAcJiwyEvqO2eEdp3cn+pYy0cb\na2q3ESrold+EZAAARzCkSBo/frwiIyPv69wKFSo4OA0AAACAzLD+wFYN/HqMImOu2s1dnJw1ot0A\n9W3aiUfZACCbM6RIat68uRGXAQAAAGCCpOQkfbxstj5bNS/VseLeRfRln3HyL/+ICckAAI7Go20A\nAAAA7tvF6Mvq99VIbT/2d6pjT/6nvqb1HCXfvAWNDwYAyBQUSQAAAADuy5+HQ/TKVyN15XqU3dzJ\n4qR3nuunAc27ysnJyaR0AIDMYEqRFBMTo127dunSpUuKjY1V69at5evra0YUAAAAAPdh/YGt6j7j\nTSVZk+3mfgUKaWbvD1S/Uk2TkgEAMpOhPx44f/68unfvLm9vbzVp0kQdO3ZUz549derUKbt1Q4YM\nUY0aNbRx40Yj4wEAAADIgD1nDqnP7HdTlUiNq9TRunfnUyIBQA5m2B1Jhw4dUpMmTRQeHn7XteXK\nldPevXsVHBysJ554woB0AAAAADLizOUwdf18sGLjb6bMLBaLhrTqpUHP9JSzk7OJ6QAAmc2QO5KS\nkpLUtm1bhYeHq3jx4vryyy91+vRp1ax5559UPP3005KkNWvWGBEPAAAAQAZE3IhWp2lvpNoTaVzH\nIRr6bG9KJADIBQy5I+mHH37QkSNHVLhwYW3fvl2lSpWSpDQ33itfvrxcXV116NAhxcXFyd3d3YiY\nAAAAANIQmxCnbtOH6mR4qN18QPOueqnJ8yalAgAYzZA7klatWiVJGjRoUEqJJP17C+ydWCwWFSlS\nRDabTaGhoXdcAwAAAMAYydZk9f9qpHafOmA3b1+3hd5t09+kVAAAMxhSJJ05c0aS1KBBgwyfc+st\nbjExMZmSCQAAAMDd2Ww2Df/uE63au8lu3rCyv6Z0G5HmUwYAgJzJkN/1k5P/fZuDi4v9k3Rp3ZEk\nSdHR0ZKkfPnyZVouAAAAAOmbtnq+5m362W5WtURFze03QXlcXE1KBQAwiyFFUtGiRSVJR48ezdD6\nixcv6uzZs3JxcVGxYsUyMxoAAACANPywfaXG//KF3ayEt58WvjpZ+T3ympQKAGAmQ4qkhg0bSpLm\nz59vN0/rjqQpU6ZIkvz9/eXp6Zm54QAAAACk8sc/OzRo/li7WQHPfFo4cIqKeRcxKRUAwGyGFElB\nQUHy9PTU77//rrFjx6a7dt68eZo0aZIkqW/fvkbEAwAAAHCbA6FH1evLd5RkTU6Z5XFx1df9PlKV\n4uVNTAYAMJshRZKfn58++OADSdJ7772n+vXra9q0aSn7IO3YsUPTpk1To0aN1KNHD1mtVgUEBKhr\n165GxAMAAADw/0IjLqjL54N1Iy7Wbj6txyg1eKiWSakAAFmFxWaz2Yy62PDhwzVhwgTd7ZK1a9fW\nihUr5OfnZ1Cy7CMqKko+Pj6SpMjISHl7e5ucCAAAADlFVMxVBU7sq2MXT9vNxzz/uvo+1cmcUACA\nB+LoHsHQd3WOHz9eGzZsUPPmzVO9wU2SSpQoofHjx+vPP/+kRAIAAAAMFJcYr55fvJWqROrbNIgS\nCQCQInWbk8maNGmiJk2aKCYmRgcPHlRERITc3NxUqlQpVapUyeg4AAAAQK5ntVr16tdjtP34Hrt5\nYO2mGtX+NXNCAQCyJMOLpFu8vLxUt25dsy4PAAAAQJLNZtOoHz/V8r822M3rVaqpz3qMlJOToQ8x\nAACyOP5UAAAAAHKxmesWafaGJXazh4qV0zf9PpK7q5tJqQAAWRVFEgAAAJBL/RKyVmN+mmY3K1qg\nsBYNnKKCXvlNSgUAyMookgAAAIBcaMuR3Xpt3vt2s7zunlo4cLJK+hQ1KRUAIKujSAIAAABymUNh\nx9Vz5ltKSEpMmbk6u+jrfh/pPyV5AQ4AIG0USQAAAEAucj4qXF0+H6xrN2/Yzad2G6FGVeqYlAoA\nkF1QJAEAAAC5xLWbN9Tl80E6HxVuN3+3bX+1f6ylSakAANkJRRIAAACQC8QnJqjnzLd0KOyE3bzn\n48/r1eYvmpQKAJDdUCQBAAAAOZzVatUb88dqy5HddvNnajyusR0HyWKxmJQMAJDdUCQBAAAAOdzY\npdO1NGSN3axO+Uc0/aUxcnZyNikVACA7MqRIOnDggGw2mxGXAgAAAHCbORu/14y1C+1mFfxKa17/\nSfLI425SKgBAdmVIkdSjRw9VrFhR48aNU1hYmBGXBAAAAHK95X9t0HvfT7GbFc7vo0UDp8onbwGT\nUgEAsjPDHm07efKkRowYoTJlyujZZ5/V0qVLlZSUZNTlAQAAgFxlx/E9GjB3tN2TAZ5uHvp2wGSV\nKVTcxGQAgOzMkCJp/PjxevbZZ+Xs7Kzk5GStWLFC7dq1U8mSJTVs2DAdOXLEiBgAAABArnD0wil1\nnzFM8UkJKTNnJ2fNeXm8Hi1TxcRkAIDszmIzcPOisLAwzZ07V3PnztXp06ftjjVs2FC9evXSCy+8\nIE9PT6MiZTtRUVHy8fGRJEVGRsrb29vkRAAAAMhKLl29olYf9da5yIt286ndRiiowbMmpQIAmMXR\nPYKhRdItVqtVa9eu1Zw5c/Trr78qMTEx5Vi+fPnUqVMn9erVS3Xr1jU6WpZHkQQAAIC0XL8Zo7aT\nX9GB0KN282GtX9bgVi+ZlAoAYKYcUSTdLjw8XPPmzdOcOXN09Kj9H3iPPPKIevXqpa5du8rX19ek\nhFkLRRIAAADuJDE5SV0/H6w/Du20m3dt+JwmdnlbFovFpGQAADM5ukcwbLPttBQpUkRvvvmmjhw5\not9//12tW7dOObZ//3698cYbKlGihF588UXt2bPHvKAAAABAFmWz2TR4wfhUJVKzRwI0odOblEgA\nAIcxvUi6ZevWrfrmm2+0fv36VMfi4+P17bffqlatWurVq5fi4uJMSAgAAABkTR8Fz9IP23+zm9Us\nW1Uze4+Vi7OLSakAADmRqX+qREREaP78+ZozZ47++eeflLmbm5uef/559e3bV3nz5tXcuXO1cOFC\nRUVFae7cuXJ1ddXMmTNNTA4AAABkDfM3LdXUld/YzcoWLqn5/SfJy83DnFAAgBzL8D2SbDabNmzY\noNmzZ2vp0qVKSPjvK0krV66sl19+WT169Eh5fu+WmJgYDR06VDNnzpSLi4uuXbsmD4/c9wcjeyQB\nAADgltV7N6nnzLdltVlTZr75vLX8zS9VrkgpE5MBALKKbLvZ9vnz5/XNN9/oq6++0smTJ1PmefLk\nUdu2bdW3b1898cQT6X5GUlKSihUrpitXrujgwYOqWrVqZsfOciiSAAAAIEm7Tx7Q81MG6GZifMrM\nw9VNPw2eoVrl/mNiMgBAVuLoHsGQR9sGDBigWbNmKTk5OWVWsWJF9enTRz179lThwoUz9DkuLi4q\nXbq0rly5otjY2MyKCwAAAGRpJy+d1YszhtqVSE4WJ83qM44SCQCQqQwpknbs2KHk5GS5uroqMDBQ\nffv21VNPPXVfb49o2bKlKlWqlOrRNwAAACA3uHwtQp2mDVLkjWi7+Uedh6l59YbmhAIA5BqGFEnl\nypVTu3bt9NJLL6lo0aIP9Fnjxo1zUCoAAAAge4mJi1XX6UN15kqY3XzQMz31YqM25oQCAOQqhhRJ\nP/zwgxGXAQAAAHKspOQkvTxnhPaeOWQ371i/lYa1ftmkVACA3MbJiIucO3dOx48fV3x8/N0XP8A5\nAAAAQE5ks9k0bNFHWn9gq938iar1NKnrO/e1ZQQAAPfDkCKpTZs2qlSpkvbv35+p5wAAAAA50eTf\n5mrRlmV2s+qlK2v2y+Pk6mzIQwYAAEgyqEgCAAAAcH8WbVmmictm281K+RbTtwMmK6+7l0mpAAC5\nVZYtkqxWqyTJ2dnZ5CQAAACAOdYf2Ko3F06wm3l75dfigVNVpICvSakAALlZliySrFarQkNDJUkF\nChQwOQ0AAABgvD1nDqnP7HeVbE1Ombm7uml+/0mqWLSMickAALlZpjxQfe7cOcXFxaV8fWvD7HPn\nzqlgwYJpnme1WhUREaFvv/1WV65ckaenp8qU4Q9JAAAA5C5nLoep6+eDFRt/M2VmsVg046UxqlOh\nuonJAAC5XaYUSW3atNHu3btTzdu2bXtPn9OxY0cebQMAAECuEnEjWp2mvaEr16Ps5uM6DtEzNZuY\nkgkAgFuy5CsenJyc1K5dO02ePNnsKAAAAIBhYhPi1G36UJ0MD7WbD2jeVS81ed6kVAAA/FemFElT\np05VdHR0yteDBg3S8ePHNWXKFFWsWDHN85ydnVWgQAFVrVo13UfgAAAAgJwm2Zqs/l+N1O5TB+zm\n7eu20Ltt+puUCgAAe5lSJDVs2NDu69GjR6fM/f39M+OSAAAAQLZls9k0/LtPtGrvJrt5w8r+mtJt\nhJycsuQ7cgAAuZAhj7atX79eiYmJ3GUEAAAA3MG01fM1b9PPdrOqJSpqbr8JyuPialIqAABSM6RI\nKlCggBGXAQAAALKdH7av1PhfvrCblfD208JXJyu/R16TUgEAcGfcIwsAAACY5I9/dmjQ/LF2swKe\n+bRw4BQV8y5iUioAANLm0DuSTpw4oZs3b0qSKlasKHd391Tze3X75wAAAAA5xYHQo+r15TtKsian\nzPK4uOrrfh+pSvHyJiYDACBtDi2SOnbsqN27d0uSQkJCUjbWvn1+r27/HAAAACAnCI24oC6fD9aN\nuFi7+bQeo9TgoVompQIA4O54tA0AAAAwUFTMVXWeNkiXrl6xm495/nU95/+USakAAMgYh96RNGvW\nLF2/fl2SVLly5TvO79XtnwMAAABkZ3GJ8er5xVs6dvG03bxv0yD1faqTOaEAALgHDi2SateufU9z\nAAAAILewWq169esx2n58j908sHZTjWr/mjmhAAC4RzzaBgAAAGQym82mUT9+quV/bbCb16tUU5/1\nGCknJ74tBwBkD/yJBQAAAGSymesWafaGJXazh4qV0zf9PpK7q5tJqQAAuHeGFUmnT5/W4cOHlZCQ\nkOrYyZMn1aFDBxUtWlQlS5ZUr169FB4eblQ0AAAAINP8ErJWY36aZjcrWqCwFg2cooJe+U1KBQDA\n/XHoHklpuXbtmh5++GHlyZMnVUEUGRmpxo0bKywsLGU2d+5cbd26VTt37lS+fPmMiAgAAAA43JYj\nu/XavPftZnndPbVw4GSV9ClqUioAAO6fIXck/fLLL4qLi1O7du3k5mZ/6+7UqVNTSqQWLVqoc+fO\nypMnjw4fPqxPPvnEiHgAAACAwx0KO66eM99SQlJiyszV2UVf9/tI/ylZycRkAADcP0OKpK1bt0qS\nGjRokOrYt99+K0nq0aOHVq1apYULF+rzzz+XJM2fP9+IeAAAAIBDnY8KV5fPB+vazRt286ndRqhR\nlTompQIA4MEZUiRduHBBklSyZEm7+enTp3Xq1ClJ0ssvv5wy79atmzw9PXXq1ClFRkYaEREAAABw\niGs3b6jL54N0Psp+S4d32/ZX+8dampQKAADHMKRIunz5siSpQIECdvPNmzdLkry8vFS3bt2UuZub\nm0qUKCFJunjxohERAQAAgAcWn5ignjPf0qGwE3bzno8/r1ebv2hSKgAAHMeQIsnd3V3SfwulW37/\n/XdJUr169eTs7Gx3zMXFkH3AAQAAAIewWq16Y/5YbTmy227+TI3HNbbjIFksFpOSAQDgOIYUSRUr\nVpQkrV+/PmWWkJCgZcuWSZKaNGmS6pxbj8MVK1Ys8wMCAAAAD2js0ulaGrLGblan/COa/tIYOTs5\np3EWAADZiyFFUosWLSRJs2bN0pdffql9+/bplVdeUXj4v8+NBwYG2q2PjY1VdHS08ubNK29vbyMi\nAgAAAPdtzsbvNWPtQrtZBb/Smtd/kjzyuJuUCgAAxzPk+bE2bdqoZs2a+vvvv9W3b1+7Y61bt1b1\n6tXtZn/++ackqXHjxkbEAwAAAO7b8r826L3vp9jNCuf30aKBU+WTt0AaZwEAkD0ZckeSs7Ozli9f\nrqZNm9rN27dvr2+++SbV+pUrV0r6751MAAAAQFa04/geDZg7WjabLWXm6eahbwdMVplCxU1MBgBA\n5jBsR+vixYtr3bp1CgsL04ULF1S+fHn5+PjccW3btm3VsGHDO+6dBAAAAGQFRy+cUvcZwxSflJAy\nc3Zy1pyXx+vRMlVMTAYAQOYx/NVoJUqUUIkSJdJd8/jjjxuUBgAAALh3l65eUedpgxQde81u/knX\nd/Tkf+qblAoAgMxnyKNtAAAAQE5x/WaMunw+WOciL9rNh7V+WUENnjUpFQAAxjD8jqTbWa1WWa3W\ndNe4uJgaEQAAAEiRmJyk3l++owOhR+3mXRs+p0HP9DQpFQAAxjH0jqRjx45p8ODBqlmzpvLlyydn\nZ2e5urqm+9euXbuMjAgAAADckc1m0+AF4/XHoZ1282aPBGhCpzdlsVhMSgYAgHEMu91n3rx56tu3\nr+Lj4426ZJouXryoHTt2aOfOndq5c6cuXLgg6d+3yI0ZM+au57dt21bHjh2767rWrVvrww8/fOC8\nAAAAMN9HwbP0w/bf7GY1y1bVzN5j5eLMXfQAgNzBkD/xDh48qF69eik5OVkuLi5q2bKl6tSpI19f\nXzk7O6d7bpkyZRyaJTAwUMuWLbvjsXr16mXoM44dO6aDBw/edV2NGjXuJRoAAACyqPmblmrqym/s\nZmULl9T8/pPk5eZhTigAAExgSJE0e/ZsJScny8/PT+vWrVO1atWMuOwdRUZGqmjRoqpTp47q1q2r\nGjVqqHXr1vf1Wc8995zGjh2b5vGCBQveZ0oAAABkFav3btLbiyfazXzzeWvxwCkqnN/HpFQAAJjD\nkCJp3759kqSRI0eaWiJJ0rJly+Tt7Z3ydVxc3H1/VsGCBU3/+wEAAEDm2X3ygPrNeU9W239fEOPh\n6qYF/SepXJFSJiYDAMAchmy2bbPZJGWNR71uL5EAAACAtJy8dFYvzhiqm4n/3ePTyeKkWX3GqVa5\n/5iYDAAA8xhSJFWuXFmSFB0dbcTlAAAAgAdy+VqEOk0bpMgb0XbzjzoPU/PqDc0JBQBAFmBIkdS7\nd29JUnBwsBGXAwAAAO5bTFysuk4fqjNXwuzmg57pqRcbtTEnFAAAWYQheyT5+/tr1KhRGjdunFq1\nanXfm1tnNX///bdeeOEFnT59WhaLRX5+fqpXr546d+6ssmXLmh0PAAAA9ygpOUkvzxmhvWcO2c07\n1m+lYa1fNikVAABZhyFFUkREhPr16ycnJye1b99eQUFBCgoKUpUqVeTp6ZnuuYUKFZKLiyEx79m+\nfftSNhK/ZdmyZRo5cqRee+01TZgwQXny5Lnnz42KikrzGI8HAgAAZA6bzaZhiz7S+gNb7eZPVK2n\nSV3fkcViMSkZAABZhyENTYsWLbR79+6UrxcsWKAFCxZk6NyQkBD5+/tnVrT74uHhoQ4dOqhJkyYq\nW7asihYtqqioKP3555+aOXOmLl26pClTpuj8+fP67rvv7vnzfXx4jSwAAIDRJv82V4u2LLObVS9d\nWbNfHidX56z5g00AAIzGn4j3YdOmTfLw8Eg1b9q0qQYOHKhWrVppx44dWrJkidq3b68OHTqYkBIA\nAAAZtWjLMk1cNttuVsq3mL4dMFl53b1MSgUAQNZjSJE0fvx4RUZG3te5FSpUcHCaB3enEukWX19f\nff/993rooYcUHx+vL7744p6LpPT+WUVHR6t8+fL39HkAAABI2/oDW/Xmwgl2M2+v/Fo8cKqKFPA1\nKRUAAFmTIUVS8+bNjbhMllG6dGk1btxYa9eu1datW+9+wv/w9vbOhFQAAAD4X3vOHFKf2e8q2Zqc\nMnN3ddP8/pNUsWgZE5MBAJA1OZkdIKe69da2+Ph4Xb9+3dwwAAAASOXM5TB1/XywYuNvpswsFotm\nvDRGdSpUNzEZAABZF0VSJrl69aokycnJ6a5vpgMAAICxIm5Eq9O0N3Tluv3bcsd1HKJnajYxJRMA\nANmBKZttx8TEaNeuXbp06ZJiY2PVunVr+frmnOfPExIS9Mcff0iSHnroITk7O5ucCAAAALfEJsSp\n2/ShOhkeajcf0LyrXmryvEmpAADIHgy9I+n8+fPq3r27vL291aRJE3Xs2FE9e/bUqVOn7NYNGTJE\nNWrU0MaNG42M5zBjxozRpUuXJIk3tgEAAGQhydZk9f9qpHafOmA3b1+3hd5t09+kVAAAZB+G3ZF0\n6NAhNWnSROHh4XddW65cOe3du1fBwcF64oknDEiXcePHj5fFYlHr1q1VpUoVubj89x/h0aNHNX78\neM2bN0+SVKZMGQ0dOtSsqAAAALiNzWbT8O8+0aq9m+zmDSv7a0q3EXJyYtcHAADuxpAiKSkpSW3b\ntlV4eLiKFy+u0aNHq3nz5mrbtq3+/vvvVOuffvppSdKaNWscnuXnn3/WyJEjU7622Wx2x7Zv357y\ntaenp3bu3Gl3/r59+7RkyRINHz5cFotFvr6+8vX1VWRkpC5fvpyyrkqVKgoODlb+/Pkd/vcAAACA\nezdt9XzN2/Sz3axqiYqa22+C8ri4mpQKAIDsxZAi6YcfftCRI0dUuHBhbd++XaVKlZKkNH/qU758\nebm6uurQoUOKi4uTu7u7w7JERkbq4MGDdzwWFRWlqKj/brjo5eWVas2IESNUpUoVrVq1Snv27NGV\nK1d05coVSZKrq6tq1qyprl27qnfv3vLw8HBYbgAAANy/H7av1PhfvrCblfD208JXJyu/R16TUgEA\nkP0YUiStWrVKkjRo0KCUEkn69/Wqd2KxWFSkSBGFhYUpNDRUlSpVcliW9u3bq169ehlae6dNsqtV\nq6Zq1app9OjRkv4tpq5cuSIPDw/5+fkpT548DssKAACAB/fHPzs0aP5Yu1kBz3xaOHCKinkXMSkV\nAADZkyFF0pkzZyRJDRo0yPA5vr6+CgsLU0xMjEOzeHt7y9vb22Gf5+PjIx8fH4d9HgAAABznQOhR\n9fryHSVZk1NmeVxc9XW/j1SleHkTkwEAkD0ZsqNgcvK/f3DfvjG1lPYdSZIUHR0tScqXL1+m5QIA\nAEDOFRpxQV0+H6wbcbF282k9RqnBQ7VMSgUAQPZmSJFUtGhRSf++1SwjLl68qLNnz8rFxUXFihXL\nzGgAAADIgaJirqrztEG6dPWK3XzM86/rOf+nTEoFAED2Z0iR1LBhQ0nS/Pnz7eZp3ZE0ZcoUSZK/\nv788PT0zNxwAAABylLjEePX84i0du3jabt63aZD6PtXJnFAAAOQQhhRJQUFB8vT01O+//66xY8em\nu3bevHmaNGmSJKlv375GxAMAAEAOYbVa9erXY7T9+B67eWDtphrV/jVzQgEAkIMYUiT5+fnpgw8+\nkCS99957ql+/vqZNm5ayD9KOHTs0bdo0NWrUSD169JDValVAQIC6du1qRDwAAADkADabTaN+/FTL\n/9pgN69XqaY+6zFSTk6GfOsLAECOZrHZbDajLjZ8+HBNmDBBd7tk7dq1tWLFCvn5+RmULPuIiopK\neUtcZGSkQ99ABwAAkJ19sXahxvw0zW72ULFyCh46SwW98puUCgAAczm6RzD0xzLjx4/Xhg0b1Lx5\n81RvcJOkEiVKaPz48frzzz8pkQAAAJBhv4SsTVUiFS1QWIsGTqFEAgDAgVK3OZmsSZMmatKkiWJi\nYnTw4EFFRETIzc1NpUqVUqVKlYyOAwAAgGxuy5Hdem3e+3azvO6eWjhwskr6FDUpFQAAOZPhRdIt\nXl5eqlu3rlmXBwAAQA5wKOy4es58SwlJiSkzV2cXfd3vI/2nJD+kBADA0Qx5tO3cuXM6fvy44uPj\nM/UcAAAA5B7no8LV5fPBunbzht18arcRalSljkmpAADI2Qwpktq0aaNKlSpp//79mXoOAAAAcodr\nN2+oy+eDdD4q3G7+btv+av9YS5NSAQCQ8/EOVAAAAGQr8YkJ6jnzLR0KO2E37/n483q1+YsmpQIA\nIHfIskWS1WqVJDk7O5ucBAAAAFmF1WrVG/PHasuR3XbzZ2o8rrEdB8lisZiUDACA3CFLFklWq1Wh\noaGSpAIFCpicBgAAAFnF2KXTtTRkjd2sTvlHNP2lMXJ24geQAABktkx5a9u5c+cUFxeX8vWtDbPP\nnTunggULpnme1WpVRESEvv32W125ckWenp4qU6ZMZkQEAABANjNn4/easXah3ayCX2nN6z9JHnnc\nTUoFAEDukilFUps2bbR79+5U87Zt297T53Ts2JFH2wAAAKDlf23Qe99PsZsVzu+jRQOnyicvd7AD\nAGCUTCmSHpSTk5PatWunyZMnmx0FAAAAJttxfI8GzB0tm82WMvN089C3AyarTKHiJiYDACD3yZQi\naerUqYqOjk75etCgQTp+/LimTJmiihUrpnmes7OzChQooKpVq6b7CBwAAAByh6MXTqn7jGGKT0pI\nmTk7OWvOy+P1aJkqJiYDACB3ypQiqWHDhnZfjx49OmXu7++fGZcEAABADnPp6hV1njZI0bHX7Oaf\ndH1HT/6nvkmpAADI3Qx5tG39+vVKTEzkLiMAAABkyI24GHX5fLDORV60mw9r/bKCGjxrUioAAGBI\nkVSgABsgAgAAIGMSkhL10sy3dSD0qN28a8PnNOiZnialAgAAksmbbVutVlmt1nTXuLhkyf3AAQAA\nkAmsVqvemPeBNh0OsZs3eyRAEzq9KYvFYlIyAAAgSU5GXuzYsWMaPHiwatasqXz58snZ2Vmurq7p\n/rVr1y4jIwIAAMBEY36epp9D1tjNapSpqpm9x8rFmR8wAgBgNsP+NJ43b5769u2r+Ph4oy4JAACA\nbOSLtQs1a91iu1n5IqX07aufyMvNw6RUAADgdoYUSQcPHlSvXr2UnJwsFxcXtWzZUnXq1JGvr6+c\nnZ3TPbdMmTJGRAQAAICJftqxSmN+mmY3K5LfV4tf+1SF8nmblAoAAPwvQ4qk2bNnKzk5WX5+flq3\nbp2qVatmxGUBAACQDfz+zw69Pu8Du1led08tGjhFZQoVNykVAAC4E0P2SNq3b58kaeTIkZRIAAAA\nSLH3zGH1mvWOkqzJKTNXZxd90+9jVSv1kInJAADAnRhSJNlsNklSjRo1jLgcAAAAsoHTl8+py+eD\nFBMfazef1nOUGlbxNykVAABIjyFFUuXKlSVJ0dHRRlwOAAAAWdzlaxEK+uwNXbkeZTf/oMMgtfFv\nZlIqAABwN4YUSb1795YkBQcHG3E5AAAAZGE34mLU5fMhOn35nN381RYvqk/TjialAgAAGWFIkeTv\n769Ro0bpq6++0rJly4y4JAAAALKghKRE9f5yuPadPWw371DvGb3bpr9JqQAAQEYZ8ta2iIgI9evX\nT05OTmrfvr2CgoIUFBSkKlWqyNPTM91zCxUqJBcXQ2ICAAAgE1mtVg2aP1a//7PDbv5E1Xqa/OJw\nWSwWk5IBAICMsthu7YSdifz9/bV79+77OjckJET+/my2eEtUVJR8fHwkSZGRkfL29jY5EQAAQMaM\n+Wmavli70G72aJmH9fOg6fJyT/+HiwAA4P44ukcw5NE2AAAA5G4z1y1KVSKVK1xS3w74hBIJAIBs\nxJBnxsaPH6/IyMj7OrdChQoOTgMAAAAjLQ1Zo9E/fmY3K5zfR9+99qkK5/cxKRUAALgfhhRJzZs3\nN+IyAAAAyGI2Hdqp1755326W191Ti16dojKFS5iUCgAA3C8ebQMAAECm2H/2iHrOfFuJyUkpM1dn\nF83tO0GPlK5sYjIAAHC/KJIAAADgcGcuh6nz54MUEx9rN/+sx0g1friuSakAAMCDokgCAACAQ12+\nFqmgz17X5Wv2e2SOef51ta3DlgcAAGRnDt0j6cSJE7p586YkqWLFinJ3d081v1e3fw4AAACytpi4\nWHWdPkSnLp+zm7/SrIv6PtXJpFQAAMBRHFokdezYUbt375YkhYSEyN/fP9X8Xt3+OQAAAMi6EpOT\n1PvL4dp75pDd/PnHWuq9tgNMSgUAAByJR9sAAADwwGw2mwbNH6eN/2y3mzep+pgmv/iunJz4thMA\ngJzAoXckzZo1S9evX5ckVa5c+Y7ze3X75wAAACBrGrt0un7csdJuVr10Fc15ebzyuLialAoAADia\nQ4uk2rVr39McAAAA2d+X67/T9DXf2s3KFi6pha9+orzuXialAgAAmYF7jAEAAHDffglZq5E/TLWb\nFcrnre9em6rC+X3NCQUAADINRRIAAADuy+bDuzTwmzF2My83Ty18dYrKFi5pUioAAJCZKJIAAABw\nzw6EHlWPmcOUmJyUMnNxctbcvh/q0TJVTEwGAAAyE0USAAAA7smZK+fVedog3YiLtZt/2v09PV71\nMZNSAQAAI1AkAQAAIMOuXI9Sp89eV/i1CLv5qPYD1f6xlialAgAARqFIAgAAQIbExMWq6+dDdDI8\n1G7e96lOeqVZF5NSAQAAI1EkAQAA4K4Sk5PUZ/a72nPmH7t5uzrNNardQJNSAQAAo1EkAQAAIF02\nm01DFozXhoPb7OaNq9TR1O7vycmJbykBAMgt+FMfAAAA6Rr/yxf6fvtvdrPqpStrbr8JyuPialIq\nAABgBookAAAApGnOhiWatnq+3axMoRJa+Opk5XX3MikVAAAwC0USAAAA7ujXXev03g9T7Wa++by1\neOAUFc7va04oAABgKookAAAApLL5yG4N/GaMbDZbyszTzUMLX52s8n6lTUwGAADM5GLERVq1aqW9\ne/fe0znOzs7Knz+/ihUrplq1aqldu3aqW7duJiUEAADALQfPHVPPL4YpISkxZebi5KyvXv5QNco8\nbGIyAABgNovt9h8zZRJ/f3/t3r37gT+nefPm+vrrr1W8eHEHpMqeoqKi5OPjI0mKjIyUt7e3yYkA\nAEBOcvbKeT37cR+FX4uwm0/rMUod6j1tUioAAHC/HN0jGHJHUo8ePfTUU08pPDxc8+fPl9VqVe3a\ntVW9enV5e3srLi5OJ0+e1JYtW3Tt2jX5+/uradOmio2N1dmzZ/Xnn38qMjJSa9as0VNPPaXt27cr\nf/78RkQHAADINSJuRKvTtDdSlUjvtXuVEgkAAEgyqEh69dVXtXnzZrVp00YNGzbUrFmzVLly5VTr\nbt68qU8++USjR49WQECAPvvsM0lSfHy8Jk+erHfffVeHDh3SpEmT9P777xsRHQAAIFeIib+pF6cP\n0YlLZ+3mLz8ZpP7NupiUCgAAZDWGbLZ96dIlBQYGqkSJElq9evUdSyRJ8vDw0IgRI/Txxx/r008/\n1bRp0yRJbm5ueuedd/T2229LkhYsWGBEbAAAgFwhMTlJL89+V3+dOmg3b+PfTKOff00Wi8WkZAAA\nIKsxpEiaNWuWoqKi9MYbb8jNze2u6wcMGKC8efPqo48+ktVqTZkPHTpUTk5OOn36tMLDwzMzMgAA\nQK5gs9n05sIJWn9gq928URV/fdr9PTk58ZJfAADwX4Z8Z7Bz505JSvNOpP/l5uamsmXLKiwsTBcu\nXEiZ+/j4qFy5cpKky5cvOz4oAABALjPh15n6butyu1m1Ug9pbt+P5Oaax6RUAAAgqzKkSIqOjpYk\nRUREpL/wNrfW3jr3Fnd3d0nK0J1NAAAASNtXG3/Qp6vm2c1KFyquRa9OUT4PL5NSAQCArMyQIqlU\nqVKSpCVLlmRo/aZNm3ThwgU5OTmpRIkSdsdCQ0MlScWLF3dsSAAAgFxk2e4NGvH9ZLuZT96CWjxw\nqooU8DUpFQAAyOoMKZICAwMlSQsXLtTUqVPTXfvPP//oxRdflCQ1btxYBQsWTDl2+fJlXbt2TcWL\nF5enp2dmxQUAAMjRthzZrQFfj5LNZkuZeeRx17cDPlEFv9ImJgMAAFmdixEX6dixo6ZOnaqdO3dq\n0KBBWrBggTp27Kjq1avL29tbcXFxOnXqlNauXasffvhBiYmJcnV11UcffWT3OStWrJAkPf3000bE\nBgAAyHH+OXdMPb4YpoSkxJSZi5Ozvur7oWqV+4+JyQAAQHZgSJHk5OSk5cuX65lnntGuXbv0119/\n6a+//kpzfd68ebVgwQLVrVvXbu7s7Ky33npL3bp1y+zIAAAAOU5oxAV1njZY1+Ni7OaTu72rJ/9T\n36RUAAAgO7HYbr+nOZMlJSVp5syZmjlzpg4ePJjqeIECBdSxY0cNHz5cZcqUMSpWthIVFSUfHx9J\nUmRkpLy9vU1OBAAAsoPIG1cVOPFlHb90xm7+btv+GtiCH9IBAJBTObpHMLRIul14eLiOHj2qq1ev\nys3NTSVKlFDlypXl5GTItk3ZFkUSAAC4V7EJceow5VXtPnXAbt77iRf0wQuDZLFYTEoGAAAym6N7\nBEMebbuTIkWKqEiRImZdHgAAIFdISk5S39nvpiqRAms31fsd3qBEAgAA94TbfwAAAHIom82mYYs+\n0tr9W+zmAZVra1qPUdwJDgAA7plpdyRJktVqldVqTXeNi4upEQEAALKtj5d9qUVbltnN/lOykr7u\n95HcXPOYlAoAAGRnhv4Y6tixYxo8eLBq1qypfPnyydnZWa6urun+tWvXLiMjAgAA5Ahf//6jpvz2\ntd2spE9RLRo4Rfk98pqUCgAAZHeG3e4zb9489e3bV/Hx8UZdEgAAIFda8fdGDV/yid3Mx6uAvnvt\nU/kVKGRSKgAAkBMYUiQdPHhQvXr1UnJyslxcXNSyZUvVqVNHvr6+cnZ2TvfcMmXKGBERAAAgR9h2\n7G/1/2qUbn8xr0ced3376ieqWJTvqwAAwIMxpEiaPXu2kpOT5efnp3Xr1qlatWpGXBYAACBXORR2\nXN1nvKn4pISUmbOTs77sM061yvH9FwAAeHCG7JG0b98+SdLIkSMpkQAAADLBuciL6jxtkK7dvGE3\n/6TrO2r2SIBJqQAAQE5jSJF069bqGjVqGHE5AACAXCXyxlV1+ux1XYi+bDcf3uYVBTV41qRUAAAg\nJzKkSKpcubIkKTo62ojLAQAA5BqxCXHqNmOojl08Yzd/qcnzGtiim0mpAABATmVIkdS7d29JUnBw\nsBGXAwAAyBWSkpP0ypz3tOvkfrv5s7We1AcvDJLFYjEpGQAAyKkMKZL8/f01atQoffXVV1q2bJkR\nlwQAAMjRbDab3l48Uav3/Wk3r1+ppj7vOUrOTum/GRcAAOB+GPLWtoiICPXr109OTk5q3769goKC\nFBQUpCpVqsjT0zPdcwsVKiQXF0NiAgAAZBsTl8/Rt5t/tZtVLVFR8/pPlLurm0mpAABATmex3doJ\nOxP5+/tr9+7d93VuSEiI/P39HZwo+4qKipKPj48kKTIyUt7e3iYnAgAARpu36We9tehju1kJn6Ja\nMWy2ihYsbFIqAACQFTm6RzDk0TYAAAA4xm9//653Fk+ym3l75dd3r02lRAIAAJnOkGfGxo8fr8jI\nyPs6t0KFCg5OAwAAkD3tOL5Hr3w1UlabNWXm4eqmBQM+UaWiZc0LBgAAcg1DiqTmzZsbcRkAAIAc\n6/D5k+o2403FJyWkzJydnDWrzzj5l3/ExGQAACA34dE2AACALC4s8pI6T3tDV2Ov280ndnlbzas3\nNCkVAADIjSiSAAAAsrComKsK+ux1nY8Kt5u/HdhXnQNam5QKAADkVhRJAAAAWdTNhDh1n/Gmjl08\nbTfv8Xh7vf50D1MyAQCA3M2heySdOHFCN2/elCRVrFhR7u7uqeb36vbPAQAAyC2SkpP0ylcjtfPE\nPrt5q5pNNK7jYFksFnOCAQCAXM2hRVLHjh21e/duSVJISIj8/f1Tze/V7Z8DAACQG9hsNr3z3SSt\n2rvJbl6vUk1Nf2mMnJ2cTUoGAAByOx5tAwAAyGI+WfGVFvz5i92sSvEKmvfKx3J3dTMnFAAAgBx8\nR9KsWbN0/fq/bxOpXLnyHef36vbPAQAAyOkW/PmLJi2fYzcr4e2nxQOnqIBnPpNSAQAA/MuhRVLt\n2rXvaQ4AAID/WrVnk95a9LHdrKBnfi1+baqKeRcxKRUAAMB/8WgbAABAFrDz+F71++o9WW3WlJm7\nq5sWDJikh4qVMzEZAADAf1EkAQAAmOzI+VPqNuNNxSXGp8ycLE6a1fsD1alQ3cRkAAAA9gwrkk6f\nPq3Dhw8rISEh1bGTJ0+qQ4cOKlq0qEqWLKlevXopPDzcqGgAAACmOR8Vrk7TXld07DW7+cQub6nF\no41NSgUAAHBnDt0jKS3Xrl3Tww8/rDx58qQqiCIjI9W4cWOFhYWlzObOnautW7dq586dypePTSUB\nAEDOFB1zTZ2mvaHzUfbfHw1r/bK6NHzOpFQAAABpM+SOpF9++UVxcXFq166d3NzsX1k7derUlBKp\nRYsW6ty5s/LkyaPDhw/rk08+MSIeAACA4W4mxKnHF8N05PxJu3m3xm016JmeJqUCAABInyFF0tat\nWyVJDRo0SHXs22+/lST16NFDq1at0sKFC/X5559LkubPn29EPAAAAEMlW5M1YO4obT++x27+9KOP\n68OgobJYLOYEAwAAuAtDiqQLFy5IkkqWLGk3P336tE6dOiVJevnll1Pm3bp1k6enp06dOqXIyEgj\nIgIAABjCZrPpne8m6bc9f9jNH6v4qGb0GiNnJ2eTkgEAANydIUXS5cuXJUkFChSwm2/evFmS5OXl\npbp166bM3dzcVKJECUnSxYsXjYgIAABgiCm/fa35m5bazSoXL695r0yURx53k1IBAABkjCFFkrv7\nv98U3SqUbvn9998lSfXq1ZOzs/1P31xcDNkHHAAAwDALN/+qj5d9aTcr7l1EiwdOVUGv/CalAgAA\nyDhDiqSKFStKktavX58yS0hI0LJlyyRJTZo0SXXOrcfhihUrlvkBAQAAMtnqvZv05sKP7GYFPfNr\n8cBPVdy7iEmpAAAA7o0hRVKLFi0kSbNmzdKXX36pffv26ZVXXlF4+L+vug0MDLRbHxsbq+joaOXN\nm1fe3t5GRAQAAMg0ISf2qe+c92S1WVNm7q5umt9/oioXL2diMgAAgHtjyPNjbdq0Uc2aNfX333+r\nb9++dsdat26t6tWr283+/PNPSVLjxo2NiAcAAJBpjl44pW4zhiouMT5l5mRx0he93lfdio+amAwA\nAODeGXJHkrOzs5YvX66mTZvazdu3b69vvvkm1fqVK1dK+u+dTAAAANnRhahwdfrsDUXFXLObf9R5\nmJ6u8bhJqQAAAO6fYTtaFy9eXOvWrVNYWJguXLig8uXLy8fH545r27Ztq4YNG95x7yQAAIDs4Grs\ndXWaNkhhUZfs5kOf7a0XG7UxJxQAAMADMvzVaCVKlFCJEiXSXfP44/yEDgAAZF9xifHq/sUwHT5/\nwm7+YqM2GtKql0mpAAAAHpwhj7YBAADkFsnWZA2YO1rbj/1tN2/5aGN9GDRUFovFpGQAAAAPjiIJ\nAADAQWw2m0YsmaIVf2+0m9cp/4i+6PW+XJwNvxkcAADAoQz5bqZt27bav3//fZ37yy+/qFq1ag5O\nBAAA4HifrvxGX//xo93soWLlNH/AJHnkcTcpFQAAgOMYUiSFhobqxIkTd194B3FxcQ5OAwAA4HiL\ntizThOBZdrNiBQtr8cCp8vYqYFIqAAAAxzKkSOrcubMaNmyY5vHExESdP39emzdv1pUrV/TYY4+p\nXr16kiQ/Pz8jIgIAANy3Nfs2682FE+xmBTzzafFrn6qED9/LAACAnMOQImnw4MEZWpeQkKCpU6fq\nvffeU8eOHTVo0KBMTgYAAPBgdp88oL6z31WyNTll5uaSR/NemagqxcubmAwAAMDxstSOj3ny5NGw\nYcOUnJyswYMHq0yZMmrXrp3ZsQAAAO7o2MXT6jp9sG4mxqfMnCxO+qLX+6pXqYZ5wQAAADJJlnxr\n2xtvvCEPDw+NGDHC7CgAAAB3dDH6sjp99oaiYq7ZzT/sNFTP1GxiSiYAAIDMliWLJA8PD5UvX16H\nDh3SxYsXzY4DAABg52rsdXWa9obORdp/nzK4VS91b8zd1AAAIOfKkkWSJF2/fl2SdOXKFZOTAAAA\n/FdcYrx6fDFMh8Ls30jbJSBQbz7b26RUAAAAxsiSRdKGDRt09uxZSVLRokVNTgMAAPCvZGuyXv16\njLYd+9tu3rx6Q33UeZgsFotJyQAAAIyRpYqk8+fP67PPPkvZYLtevXoqVKiQyakAAAAkm82m976f\nouV/bbCb+5d/RDN7j5WLc5Z6hwkAAECmMOQ7nqeeekp79uxJd01sbKxu3ryZ8rW7u7umTJni8CxX\nr15VSEiIduzYoZ07d2rnzp0p+zD16tVLc+bMyfBnnT17VlOnTtWKFSt07tw5ubm5qVKlSgoKClL/\n/v3l5ubm8PwAAMAc01bP19zff7SbVSpaRvP7T5JnHneTUgEAABjLkCIpOjpaERERGV5fq1YtTZ8+\nXfXq1XN4llatWmnLli0P/DmrVq1Sx44dde3af9/UEhsbm1JOzZ07V2vWrFGxYsUe+FoAAMBc321d\nrvG/fGE3K1qgsBa/9ql88hYwKRUAAIDxDCmSXn75ZZ0/fz7N4xaLRR4eHipatKj8/f1VtWrVTMtS\nsGBBNW3aVHXr1lXdunX16KOPqnz58vf0Gf/884+ef/55xcTEqEyZMpo+fboef/xxxcTEaMGCBRo+\nfLgOHDigZ599Vjt27JCLC7e6AwCQXa3bv1VDvv3QbpbfI68WvzZFJX3YyxEAAOQuhhVJWcXy5cvt\nvo6Li7vnz3jzzTcVExMjLy8vbdy4UeXKlZMk5c2bV0OHDpWPj4969eqlv/76S3PmzFG/fv0ckh0A\nABjrr1MH1Gf2cCVbk1Nmbi559M0rH+vhEhVNTAYAAGCOLLXZdnZw8uRJ/fbbb5KkV155JaVEut1L\nL72kypUrS5KmTZtmaD4AAOAYJy6dVdfPh+hmwn9/6GSxWDT9pdFq8FAt84IBAACYiCLpHv36668p\nv37hhRfSXNehQwdJ/z4Gd+zYsUzPBQAAHOfS1SsK+ux1RcZctZuP7zhEz9Z60qRUAAAA5jOsSPrp\np5/0zTff6MaNG3ddu2bNGn3zzTe6cOGCAcnuTUhIiCTJzc1NNWvWTHNd/fr1U369a9euTM8FAAAc\n49rNG+o8bZBCI+y/D3nj6R7q2eR5k1IBAABkDYYUSWfPnlWHDh00evRoeXl53XV9SEiIevbsqRkz\nZhiQ7t4cPnxYklS6dOl0N9G+fQPvW+cAAICsLT4xQT1nvqWD5+zvJu7UoLXeCuxrUioAAICsw5Ai\n6bvvvpPNZlNQUJAsFstd13fp0kWStHjx4syOds+uXLkiSSpSpEi6624/fuucjIqKikrzr+jo6HvO\nDAAA7s5qtWrgN2O05chuu3mzRwI0sctbGfoeBgAAIKcz5K1t+/fvlyRVr149Q+vLli2rvHnz6sSJ\nE7p586Y8PDwyM949ufVonru7e7rrbs+ckcf5bufj43PvwQAAwH2z2Wwa+cNUBe9ebzevXa6aZvUZ\nJxdnQ75lAgAAyPIMuSMpNDRUklSqVKkMn1O6dGlJUlhYWKZkelD8VBIAgJzj8zULNGfj93azin5l\nNH/AJHnmSf+HRwAAALmJoT9eS0xMzPDahIQEu//NKvLmzauoqCjdvHkz3XW3H8+bN+89XSMyMjLN\nY9HR0Xb7LwEAgAezZNsKjVtqvy+jX4FCWvzaVPnmLWhOKAAAgCzKkCKpWLFikqTdu3frySfv/src\nqKgonTx5UpJUtGjRTM12rwoVKqTQ0FCFh4enu+7244UKFbqna3h7e99XNgAAcG/WH9iqwQvG283y\nuXtp8cApKuVbzKRUAAAAWZchj7Y1bNhQkjRz5kzFxcXddf3UqVNltVr18MMPZ7n9gqpUqSLp3zfR\nJSUlpbnuVhF2+zkAACDr+OvUQfX+criSrckpszwurvrmlY9VtWQlE5MBAABkXYYUSS+88II8PT11\n8uRJdejQQdeuXUtz7TfffKNx48ZJkl566SUj4t2TOnXqSJLi4+P1999/p7lu27ZtKb/29/fP9FwA\nACDjjl08ra7Th+hmwn9/wGWxWPR5z9EKqFzbxGQAAABZmyFFUuHChTV69GhJ0vLly1WhQgUNGjRI\nS5Ys0bp167R8+XJNmjRJ9evXV8+ePZWcnKxHHnlEAwYMMCLePXnuuedSfr1kyZI01/3www+SpKpV\nq6pSJX6qCQBAVrH5yG61/vhlRd6Itpt/8MIgBdZuak4oAACAbMKwzbbffPNNXbhwQVOmTNGVK1c0\nderUNNdWq1ZNy5cvl4eHh1HxMqx8+fJ65pln9Ntvv2nWrFkaMGCAypUrZ7dm7ty5OnLkiCRp4MCB\nZsQEAAB3sGhLsIYt/EhJtz3OJkmvteyu3k+8YFIqAACA7MOQO5JumTx5slauXKlGjRrJySn1pUuW\nLKmxY8dqx44dKl26tJHR7snEiRPl5eWlGzdu6IknntCKFSsUExOj8PBwffLJJ+rXr58kqVatWurd\nu7fJaQEAQLI1We//NE2DF4xPVSK92KiN3nmun0nJAAAAsheLzWazmXHh6OhoHTp0SFFRUfLw8FDp\n0qVVoUKFTL/unDlz1KdPnwytvVUW3cmqVavUsWPHNPd7qlatmtasWZPyxjpHiYqKStmAPDIykje8\nAQBwFzFxsRrw9Wit2rsp1bF32/TXqy1elMViMSEZAABA5nN0j2DYo23/q2DBgqpfv75Zl39gLVu2\n1P79+zVlyhT99ttvCg0NlZubmx566CF17NhRAwYMkJubm9kxAQDI1c5HhavbjKE6EHrUbu7h6qZp\nPUfp2VpPmpQMAAAgezLtjiTcH+5IAgAgY/acOaTuM97UpatX7OZ+BQppXv+JqlHmYZOSAQAAGCfH\n3JEUFxenkydPKjo6Wh4eHipevLj8/PzMigMAAHKQ5X9t0MCvx+hmYrzdvFqphzS//yQV9y5iUjIA\nAIDszfAi6ZdfftGnn36qrVu3KiEhwe5YuXLl1L17d73++usqWLCg0dEAAEA2Z7PZNG31fI3/5YtU\nx1pUb6QZL42Rl7unCckAAAByBsMebUtMTNSLL76oJUuW3HVt6dKl9euvv6pGjRqZHyyb4dE2AADu\nLD4xQW8unKDvt/+W6lj/Zl30btv+cnZyNiEZAACAebLto239+/dPKZEKFiyotm3bqnbt2vL19VVc\nXJyOHz+u5cuXa+/evTp79qyefvpp7dmzh8fdAADAXUXciFavmW9r+/E9dnMXJ2d93OUtdQ4INCcY\nAABADmPIHUl79+5VzZo1ZbPZFBQUpJkzZ6pAgQJ3XLt48WL16tVLN2/e1IABA/T5559ndrxshTuS\nAACwd+ziab04fahOXz5nNy/omV9z+n6ohpVrm5QMAADAfI7uEZwcEepuvvvuO9lsNgUEBGjRokVp\nlkiS1KlTJ82cOVOStGTJElmtViMiAgCAbGjToZ1q9VHvVCVS+SKltOKtOZRIAAAADmZIkbRnzx5J\n0oABA2SxWO66vkuXLvL29taVK1cUFhaWyekAAEB2NH/TUnWaNkjXbt6wmzd4qJZWvDVHFfxKm5QM\nAAAg5zKkSIqOjpYklSlTJkPrnZ2dVbJkSUn/3oIFAABwS7I1WSO/n6phiz5SsjXZ7linBq313Wuf\nytsr7bufAQAAcP8M2Wz71qNs58+fz9B6m82mCxcu2J0LAABwIy5G/b4aqXX7t9jNLRaL3mv7ql5p\n1jlDdz8DAADg/hhyR9IjjzwiSZozZ06G1v/666+6cuWKvL29U+5MAgAAudu5yItqPfHlVCWSRx53\nze07Qf2bd6FEAgAAyGSGFEkdOnSQJK1evVqDBg1SQkJCmmv/+OMP9erVS5LUrl07OTs7GxERAABk\nYX+dOqCnJ7ykQ2En7ObFChZW8NBZerrG4yYlAwAAyF0sNpvNZsSFgoKCtGTJEklS2bJlFRQUpFq1\nasnb21vx8fE6fvy4Vq5cqTVr1shms6lgwYLau3evSpdmo8zbOfq1fQAAZHW/7lqn1+d9oLjEeLt5\n9dJVNL//RBUtWNikZAAAAFmfo3sEw4qk2NhYtWnTRmvXrr3r2kKFCmnp0qVq2LChAcmyF4okAEBu\nYbPZNOW3r/Xxsi9THWtVs4mm9RwtzzzuxgcDAADIRhzdIxjyaJskeXp6avXq1ZozZ44effTRO67x\n8fHRwIEDtW/fPkokAABysbjEeL369eg7lkivteyu2X3GUyIBAACYwLA7kv7X5cuXdeTIEV29elXu\n7u4qXry4qlSpwiaZd8EdSQCAnO7ytUi9NPMthZzcbzd3dXbRpK7vqGP9ViYlAwAAyH4c3SO4OCLU\nLQcOHNCNGzf0yCOPyMvLK921hQsXVuHC7GkAAAD+6/D5k3px+hCFRlywm3t75dfcfh+pfqWaJiUD\nAACA5OBH23r06KH69evr0KFDdvOJEyfq1Vdf1dmzZx15OQAAkINsPLhdrT/uk6pEquhXRr+99RUl\nEgAAQBZgyB5JS5Ys0fTp0xUeHm7E5QAAQDYz9/cf1eXzwboeF2M3b1TFX8uHzVa5IqVMSgYAAIDb\nOfTRNjc3N0nS9evXHfmxAAAgh0pKTtLIH6Zq7u8/pjrWrVFbjQsaIldnh367AgAAgAfg0DuSSpQo\nIUlas2aNIz8WAADkQNdu3tCLM4amKpEsFove7/CGPuo8jBIJAAAgi3Hod2dPP/20fvjhB02YMEGb\nN29WlSpV5ObmlrI30sSJE+95g+1hw4apdOnSjowJAABMdubKeXWbMVRHzp+0m3u5eeqLXu+refWG\nJiUDAABAeiw2m83mqA9LTExUs2bN9McffzjqIxUSEiJ/f3+HfV525+jX9gEAYLSQE/vUY+Zbirge\nZTcv4e2nBQMmqWrJSiYlAwAAyHkc3SM49I4kV1dXrVmzRnPnztWKFSt0+vRpxcXFKTQ0VPHx8SpZ\nsmTKPkoZ5e7u7siIAADARD/vXK1B88cpPinBbl6zbFXNe2WiihTwNSkZAAAAMsKhdySlxd/fX7t3\n7+buIgfgjiQAQHZks9k0cfkcTV7xVapjgbWb6tPu78kjDz88AgAAcLQsfUcSAADA/7qZEKc35o/V\nr7vWpTo26JmX9OazveXk5ND3fwAAACCTGFIkLVmyRDdv3lTFihWNuBwAAMgiwq9GqMfMYfrr1EG7\neR4XV0158V21f6ylSckAAABwPwwpkipUqGDEZQAAQBbyz7ljenHGmwqLvGg3983nra/7TlDdio+a\nlAwAAAD3i0fbAACAw63dv0X95rynmPhYu/lDxcppwYBPVKZQcZOSAQAA4EE4dEOC5cuXKz4+3pEf\nmWL79u0KCwvLlM8GAACOYbPZNHv9EnWf8WaqEumJqvW0fNhsSiQAAIBszKFF0ujRo1WpUiXNmjVL\niYmJDvnMXbt2qVWrVqpfv74uXLjgkM8EAACOl5icpLcWf6z3fpgiq81qd6zn489rwYBJyu+R16R0\nAAAAcASHFkm1atVSaGio+vXrpxIlSuj111/Xrl277vlzrly5omnTpqlu3bqqU6eOfvvtN5UsWVJF\nihRxZFwAAOAgV2Ovq+vngzV/01K7uZPFSeM6DtGHnYbKxZkn6gEAALI7i81msznyA9evX6/Bgwdr\n3759KbOSJUuqXr16qlevnqpWrSpfX1/5+PjIzc1NkZGRioyM1NmzZ7Vz507t2LFDe/fuVVJSkiQp\nb968GjZsmIYOHSoPDw9HRs2WoqKi5OPjI0mKjIyUt7e3yYkAALnd6cvn9OL0ITp28YzdPK+7p77s\nM05P/qe+SckAAADg6B7B4UWSJFmtVn333XeaPn26tm7del+fUbRoUfXq1UuvvvqqihYt6uCE2RdF\nEgAgK9l+bI9emvmWImOu2s1L+RbT/P6T9HAJ3twKAABgpmxRJN1u3759mj9/vjZu3Ki9e/cqOTk5\nzbUlS5bU448/rjZt2ui5556Tq6trZkbLliiSAABZxffbf9OQBeOVmJxkN/cv/4i+7veRCuf3MSkZ\nAAAAbsl2RdLtrl27pj179ujSpUu6fPmyEhISVKhQIRUuXFiVKlVS+fLljYqSbVEkAQDMZrVa9VHw\nLH26al6qY+3qNNfkbu/K3dXNhGQAAAD4X47uEQzd9TJ//vxq3LixkZcEAAAOFJsQp4Ffj9GKvzem\nOvZm6z4a/MxLslgsJiQDAACAEXh9CgAAyJBLV6+o24w3tffMIbu5m0sefdr9PbWp08ykZAAAADAK\nRRIAALirA6FH1W3GUJ2PCrebF8rnrXmvTFTt8tVMSgYAAAAjUSQBAIB0rd67Sa/MHaXY+Jt284dL\nVND8/pNUyreYSckAAABgNIokAABwRzabTV+sXaQPln6u/303R9NqDTSz1wfK5+FlUjoAAACYgSIJ\nAACkkpCUqHcWT9TCLcGpjr38ZJBGPT9Qzk7OJiQDAACAmSiSAACAnaiYq+r95XBtObLbbu7s5Kzx\nQUPUvXE7k5IBAADAbBRJAAAgxclLZ/XijKE6cems3Ty/R17N7jNOj1d9zKRkAAAAyAookgAAgCRp\ny5Hd6vV/7d13dFTV4vbxJ400IA1IgBB6lU7ooOgVBBElSAlVBa6AqAgIFpQiRREF9CoiUpRepUtH\nMFQBaUKooYeaAiGkz7x/8JIfcZKQSHImCd/PWnfd4ew95zzDMkCe7LPPjx8p8t6dFMdLFiquOf2/\nUoWipa2UDAAAADkFRRIAAND8nas1dN4XSjQlpThev1wNzew7Xl753a0TDAAAADkKRRIAAE8wk8mk\nMcu/15RN8yzGOjR4UV91/VCODvmskAwAAAA5EUUSAABPqOi4GL09c6TWHd5uMfZx235654UesrGx\nsUIyAAAA5FRWLZJMJpNMJlO6c+zt6boAAMhqoRE39NqU93X00qkUx50dHPXt6yPUps5zVkoGAACA\nnMzWyIudPn1agwYNUq1atVSgQAHZ2dnJwcEh3f/t37/fyIgAAOR5hy+c0Itf9LIokYoU9NKvg3+g\nRAIAAECaDFvu88svv6hPnz6Ki4sz6pIAAOAf1h78XW/PHKmYhJR/H1ctUUG/9Jug4p7eVkoGAACA\n3MCQIunYsWPq1auXkpKSZG9vr5YtW6pu3bry8vKSnZ1duu8tWbKkEREBAMjTzGazvtswR2NXTLEY\ne6F6U03pOUquTi5WSAYAAIDcxJAi6aefflJSUpK8vb21efNmVa1a1YjLAgAASfGJCRoy7wst2r3W\nYqxf8676JOAt2dmm/4MdAAAAQDKoSDpy5Igkafjw4ZRIAAAYKOxupHr9+JH2nD6Y4ri9rZ3Gdxmq\nrk1esVIyAAAA5EaGFElms1mSVLNmTSMuBwAAJJ2+dl7dv39f529eTnHczaWAZrz5uZpU8rdSMgAA\nAORWhjy1rWLFipKkyMhIIy4HAMATL+jEPr305X8tSqTShX312wczKJEAAADwrxhSJPXu3VuStGrV\nKiMuBwDAE21O0AoFfvuebt+LSnG8YflaWvvBDJX19rNSMgAAAOR2hhRJ/v7+GjFihGbMmKHVq1cb\ncUkAAJ44SaYkjVgyWUPmfaEkU1KKsc6N2mjRgG/lmd/NSukAAACQFxiyR1JYWJj69u0rW1tbvfrq\nqwoMDFRgYKAqVaokF5f0HzVcqFAh2dsbEhMAgFzrbmy0+s0Yrk1Hd6Y4bmNjo08C+uut5l1lY2Nj\npXQAAADIK2zMD3bCzkb+/v46cODAv3rvvn375O/PPg4PREREyNPTU5IUHh4uDw8PKycCAFjb5fBr\n6vH9+zp+5UyK4875nDSl5yi1qvmMlZIBAADA2rK6R2CpDwAAudhf547ptR+G6Oad8BTHfdwKa3b/\nCaruV8lKyQAAAJAXGVIkjRs3TuHh4Y+emIqyZctmcRoAAPKGlfs3a8AvoxWbEJfieHW/ivql3wQV\n9ShipWQAAADIqwwpklq0aGHEZQAAeCKYzWZNXjdL41dNsxhrXauZvn19hFwdnY0PBgAAgDyPW9sA\nAMhF4hLiNXjuOC3du95i7J0XeuijV+4/3AIAAADIDhRJAADkEreiItRz6gf68+yRFMcd7Ow1oeuH\nCmz0kpWSAQAA4ElhtSIpNjZWISEhioyMlLOzs4oVKyZvb29rxQEAIEc7GXpO3acM1sVboSmOe7gW\n1My+49WwfC0rJQMAAMCTxPAiacWKFfrmm2+0a9cuxcfHpxgrXbq0XnvtNQ0YMEDu7u5GRwMAIEf6\n/dgevfnTMEXFRqc4Xs67pOb0/0qli5SwUjIAAAA8aWzMZrPZiAslJCSoe/fuWrRo0SPn+vn5aeXK\nlapZs2b2B8tlIiIi5OnpKUkKDw+Xh4eHlRMBALLTrG1L9cniSUoyJaU43rSSv3767zi5uxa0UjIA\nAADkBlndIxi2Iumtt95KLpHc3d0VEBCgOnXqyMvLS7GxsTpz5ozWrFmjw4cP6+LFi2rVqpUOHTrE\n7W4AgCdSYlKiRiz9RjN+X2Ix1r1pW40LfF8Odmx1CAAAAGMZsiLp8OHDqlWrlsxmswIDAzV16lS5\nubmlOnfBggXq1auXYmJi1L9/f3333XfZHS9XYUUSAOR9UTHR6jP9E209tjvFcRsbG4189V29+Z9A\n2djYWCkdAAAAcpOs7hEMeT7wwoULZTab1bhxY82fPz/NEkmSOnfurKlTp0qSFi1aJJPJZEREAABy\nhIu3QvXShP9alEgujs76pd+X6vN8Z0okAAAAWI0hRdKhQ4ckSf3798/QP367du0qDw8P3bp1S1eu\nXMnmdAAA5Az7Q46q1fheOhkakuJ4MY8iWj1kmlpUb2qlZAAAAMB9hhRJkZGRkqSSJUtmaL6dnZ18\nfX0l3V+CBQBAXvfrnxv06sT+CotK+fdezZJVtO7DmXrKt7yVkgEAAAD/x5BdOh/cyhYaGpqh+Waz\nWVevXk3xXgAA8iKz2ayv1kzX12tnWIy9VPs5ffv6cLnkc7JCMgAAAMCSISuSqlWrJkmaPn16huav\nXLlSt27dkoeHR/LKJAAA8pqY+Fj1mzE81RJp4ItvaFrvMZRIAAAAyFEMKZI6dOggSdqwYYMGDhyo\n+Pj4NOdu375dvXr1kiS1a9dOdnZ2RkQEAMBQN++Eqf2kt7Vi/6YUx/PZO+h/r4/QBy/3ka2tIX9N\nAwAAABlmYzabzUZcKDAwUIsWLZIklSpVSoGBgapdu7Y8PDwUFxenM2fOaN26ddq4caPMZrPc3d11\n+PBh+fn5GREv18jqx/YBAIwXfOWMun3/vq6EX0tx3DO/u2b1/UL1y9W0TjAAAADkOVndIxhWJN27\nd09t27bVpk2bHjm3UKFCWr58uZo0aWJAstyFIgkAcrfNR3epz/RPFB13L8Xx8j6lNLf/1ypZuLiV\nkgEAACAvyuoewbA18y4uLtqwYYOmT5+uGjVqpDrH09NT77zzjo4cOUKJBADIU8xms6ZvXaQeU963\nKJGeqVxPa4b+RIkEAACAHM+wFUn/dPPmTZ08eVK3b9+Wk5OTihUrpkqVKsnGxsYacXINViQBQO6T\nkJSoTxZN1C9//Gox9trT7TS20yDZ2xnyIFUAAAA8YbK6R7Dav1oLFy6swoULW+vyAAAY4va9KL35\n0zBtD/4zxXFbG1t91vE99WrWgR+iAAAAINfgx58AAGSTCzevqNv3g3X62vkUx/M7uWhqrzF6vloj\n6wQDAAAA/iWKJAAAssHeM4f0xg8fKDz6dorjvp4+mtP/K1UuXs5KyQAAAIB/L0uLpLNnzyomJkaS\nVK5cOTk5OVkcz6yHzwMAQE5nNps1b8dKfbzoa8UnJqQYq1O6qn7uN16FC3pZKR0AAADweLK0SOrU\nqZMOHDggSdq3b5/8/f0tjmfWw+cBACAnC797W0Pmfa61B7dZjLX1b65JPYbJOR8/HAEAAEDuxa1t\nAABkgR0n9uudn0fpauRNi7H3X+qtwa17sak2AAAAcr0sLZJ+/PFHRUVFSZIqVqyY6vHMevg8AADk\nNPGJCfpi5VT9sHm+zGZzijHnfE6a2P1jBdRtYaV0AAAAQNbK0iKpTp06mToOAEBudvraefWfOUJH\nLp60GKtRsrKm9Bylst5+VkgGAAAAZA9ubQMAIJPMZrPmBK3QiCWTFZMQl2LMxsZGb7foriFt/qt8\n9g5WSggAAABkD0OKpMuXLys2NlYlSpSQo6Njtr0HAIDsFnY3UoPnjNP6w39YjBXzKKL/vT5CjSuy\nEhcAAAB5k60RF2nbtq3Kly+vo0ePZut7AADITtuP79Vzo7ulWiK1qf0fbf1kLiUSAAAA8jRubQMA\n4BHiEuI1buUP+nHzAosxF0dnjes0WJ0atuapbAAAAMjzcmyRZDKZJEl2dnZWTgIAeJKdDD2nt2YO\n17HLpy3GapWqoik9R6l0kRJWSAYAAAAYL0cWSSaTSZcuXZIkubm5WTkNAOBJZDab9fP2ZRq17H+K\nTWVD7QEtX9Pgl3rLwS5H/lUKAAAAZIts+dfvg42yH4iLi0s+7u7unub7TCaTwsLCNHfuXN26dUsu\nLi4qWbJkdkQEACBNN++Ea9Ccsdp0dKfFWHFPH333xgg1LF/LCskAAAAA68qWIqlt27Y6cOCAxfGA\ngIBMnadTp07c2gYAMNTWY7s14JfRunkn3GKsrX9zje8yVG4uBayQDAAAALC+HLke39bWVu3atdPE\niROtHQUA8ISITYjT2OVT9NPWRRZj+Z1c9HngELWv35INtQEAAPBEy5YiafLkyYqMjEz+9cCBA3Xm\nzBlNmjRJ5cqVS/N9dnZ2cnNzU5UqVdK9BQ4AgKwUfOWs3po5XMFXzlqM1SldVVN6jlLJwsWtkAwA\nAADIWbKlSGrSpEmKX48cOTL5uL+/f3ZcEgCATDObzZqxbYlGL/tOcYnxKcZsbWw18MU3NPDFN2TP\nhtoAAACAJINubduyZYsSEhJYZQQAyDFu3gnTgF/GaOux3RZjJbyK6vs3RqpeuRpWSAYAAADkXIYU\nSW5ubkZcBgCADNl0dKfemz1GYVERFmOv1ntBn3ceooLO+a2QDAAAAMjZDFurv2zZMkVFRal9+/bK\nnz/9f5xv3LhRoaGheuGFF1S0aFGDEgIA8rqY+FiN/vU7zdy21GKsgJOrvug8RK/Wb2mFZAAAAEDu\nYGvERS5evKgOHTpo5MiRcnV1feT8ffv26Y033tCUKVMMSAcAeBIcv3xaLb/omWqJVK9sdW35ZA4l\nEgAAAPAIhhRJCxculNlsVmBgYIYem9y1a1dJ0oIFC7I7GgAgjzOZTJq2ZaFaftFTJ0NDUozZ2dpp\naJs39eugKfIrVMxKCQEAAIDcw5Bb244ePSpJql69eobmlypVSvnz59fZs2cVExMjZ2fn7IwHAMij\nrt++pfd+GaPfj++xGPMrVExTeo6Sf5lqVkgGAAAA5E6GrEi6dOmSJKlEiRIZfo+fn58k6cqVK9mS\nCQCQt204/IeeHd0t1RKpY4MXtWXYHEokAAAAIJMM22xbkhISEjI8Nz4+PsX/AwCQEffiYzVy6Tea\n/cdyi7GCzvn1ZdcP1Na/uRWSAQAAALmfISuSHjx57cCBAxmaHxERoZCQ+/tY+Pj4ZFsuAEDe8vel\nU3ph3OuplkgNytXU1k/nUiIBAAAAj8GQIqlJkyaSpKlTpyo2NvaR8ydPniyTyaTKlSvL09Mzu+MB\nAHI5k8mkHzbNU6sveur0tfMpxuxs7fTRK321bND38vXkhxMAAADA4zCkSOrYsaNcXFwUEhKiDh06\n6M6dO2nO/fnnnzV27FhJUs+ePY2IBwDIxa5F3lTgtwM0atn/lJCUmGKsVGFfrR4yTQNavS47Wzsr\nJQQAAADyDhuz2Ww24kITJkzQ0KFDJUmFChVSt27d1KBBA3l5eSk2NlYnTpzQsmXLtGfP/U1Rq1Wr\npr179/LEtn+IiIhIXqUVHh4uDw8PKycCAOtZd2i7Bs0Zq4hoyx9QdG7URmM6DpSrk4sVkgEAAAA5\nQ1b3CIZttj1kyBBdvXpVkyZN0q1btzR58uQ051atWlVr1qyhRAIApCo6LkYjl36jOUErLMbcXApo\nQtcP9XKd/xgfDAAAAMjjDLm17YGJEydq3bp1atq0qWxtLS/t6+urMWPGaO/evfLz8zMyGgAglzhy\n8YReGPd6qiVSowq1tfWTuZRIAAAAQDYx7Na2f4qMjFRwcLAiIiLk7OwsPz8/lS1b1hpRchVubQPw\npDKZTJqyaZ7Gr/rRYi8ke1s7ffBKH73VvCt7IQEAAAAPybW3tv2Tu7u7GjZsaK3LAwBykdCIG3rn\n51HaefKAxVhZbz9N6fmZapSsZIVkAAAAwJPFakUSAAAZseavrXp/7heKvGe5oXbXxi/rs44D5erI\nnnoAAACAEaxaJJlMJplMpnTn2NvTdQHAkyg69p4+XTJJ83euthjzcC2or7p9pNa1nrVCMgAAAODJ\nZWhLc/r0af3www/6/fffdebMGd29e/eR79m3b5/8/f0NSAcAyCkOnj+ut2YM17mbly3Gmlby17ev\nDVdRjyJWSAYAAAA82Qwrkn755Rf16dNHcXFxRl0SAJDLJJmS9P3Gufpy1TQlmpJSjDnY2eujV/qp\n7/OdU33yJwAAAIDsZ0iRdOzYMfXq1UtJSUmyt7dXy5YtVbduXXl5ecnOLv2n65QsWdKIiAAAK7sS\nfl1vzxqp3acPWoyV8y6pKb1GqbofG2oDAAAA1mRIkfTTTz8pKSlJ3t7e2rx5s6pWrWrEZQEAucTK\n/Zs1dP543b4XZTHWo2mARnYYIJd8TlZIBgAAAOBhhhRJR44ckSQNHz6cEgkAkOxubLQ+Xvi1Fu/5\nzWLM09VNE7sPU8uaT1shGQAAAIDUGFIkmc1mSVLNmjWNuBwAIBf469zf6jdjhC7cumIx9kzlevr2\n9eHyditkhWQAAAAA0mJIkVSxYkVt27ZNkZGRRlwu2507dy5Dm4a7ubmpaNGiBiQCgNwjyZSkb9f/\noq/WzFDSPzbUzmfvoGFt39J/n+vEhtoAAABADmRIkdS7d2/9+OOPWrVqlV588UUjLpmt2rRpo2PH\njj1yXteuXTV37lwDEgFA7nAp7KrenjVSe88cthirULS0fuj1mZ7yLW+FZAAAAAAywpAiyd/fXyNG\njNDYsWPVunVrtWnTxojLZruCBQumu+KoWLFiBqYBgJxt+b6NGjpvvKJioy3G3nimvYa/+rac2VAb\nAAAAyNEMKZLCwsLUt29f2dra6tVXX1VgYKACAwNVqVIlubi4pPveQoUKyd7ekJiZFhAQoJ9//tna\nMQAgR4uKidZHCydo6d71FmNeBTw0qfswtajexArJAAAAAGSWIQ3NCy+8oAMHDiT/es6cOZozZ06G\n3rtv3z75+/tnVzQAQDbad/aI+s8aqYu3Qi3Gnn2qgb7p8amKuHlZIRkAAACAfyNnLvUBAORqiUmJ\nmvTbLE36bZZMZlOKMUf7fPq0XX/1bNaBDbUBAACAXMaQImncuHEKDw//V+8tW7ZsFqcBAGSnC7dC\n1X/mCO0POWoxVqlYWf3Qa5QqFy9nhWQAAAAAHpchRVKLFi2MuIxVxMfH69q1a7KxsVGhQoXk7Oxs\n7UgAYDVL967Thwsm6G7sPYux3s921LCAt9hQGwAAAMjFuLXtMaxYsUILFy5UXFycJMnW1lY1atRQ\n9+7d1adPn0duJA4AecXte1H6aMEE/bpvo8VYoQIe+ua1T/Wfqo2skAwAAABAVqJIegy3b9+Wi4uL\nSpcurYiICEVGRurgwYM6ePCgpk2bplWrVql8+fKZPm9ERESaY5GRkY+RGACy3t4zh9R/5khdDr9m\nMfZ8tcaa1H2YChf0tEIyAAAAAFnNxmw2m60dIrcZOHCgGjZsqGbNmqlIkSLJx//++2+NGTNGixYt\nkiSVKVNGhw4dUoECBTJ1fhsbmwzNCw8Pl4eHR6bODQBZJSEpURPXztA3636x2FDbycFRw199R288\n82qG/0wDAAAAkPUiIiLk6Xn/B7tZ0SMYUiQFBATo6FHLTVczYsWKFapatWoWJ8peQ4YM0VdffSVJ\nGjVqlIYPH56p91MkAcjpzt+8rLdmjtBf545ZjFUpXk5Ten2mSsXKWCEZAAAAgIflyiLJ399fBw4c\n+Ffv3bdvn/z9/bM4UfaKi4uTn5+fbty4oSpVqujYMctvtNLzqFvbypS5/80ZRRIAo5nNZi3e85s+\nXvi1ouMsN9Tu859AfdS2n5wcHK2QDgAAAMA/ZXWRZMgeSV26dFGTJk3SHE9ISFBoaKh27NihW7du\nqX79+mrQoIEkydvb24iIWcrR0VHPPPOMlixZohMnTigpKUl2dnYZfj/lEICcKDL6jobOH69VB7ZY\njBUp6KVvXvtUzz7VwArJAAAAABjFkCJp0KBBGZoXHx+vyZMn69NPP1WnTp00cODAbE6Wfdzd3SVJ\nJpNJ9+7dy/Q+SQCQk+w69ZfemTVKVyKuW4y9UL2pvu7+sQoVoAQHAAAA8roc9dS2fPnyaejQoUpK\nStKgQYNUsmRJtWvXztqx/pULFy5Iur86iRIJQG6VkJSor1b/pG83zNY/74R2dnDUyA4D1KNpABtq\nAwAAAE+IHPnUtpiYGHl5ealUqVI6fvy4teNk2uXLl1WuXDnFxcXpmWee0bZt27Ls3Fl9byMApCXk\n+kX1mzlChy8EW4xVLVFBU3qOUoWipa2QDAAAAEBG5co9kjLL2dlZZcqU0bFjx3Tt2jX5+PhYO1Ky\ne/fuycXFJc3xyMhIBQYGKi4uTpLUp08fo6IBQJYwm81asGuNPlk8UffiYizG+zXvqg9f7iNHh3xW\nSAcAAADAmnJkkSRJUVFRkqRbt27lqCKpV69eOnXqlNq0aaPKlSvLx8dHXl5eCg8P144dOzRlyhRd\nuXJFktS+fXsFBgZaOTEAZFxE9G29P/cLrT34u8WYj1thffv6p3q6cj0rJAMAAACQE+TIImnr1q26\nePGiJOWoEkmSXF1d9ddff+mvv/5Kc46dnZ3ee+89jRs3jn1DAOQaO04e0DuzRupq5E2LsVY1ntHX\n3T+WZ343KyQDAAAAkFPkqCIpNDRUS5cu1fDhwyVJDRo0UKFChaycKqXp06frvffe0/r163Xw4EFd\nvXpVt27dkrOzs3x9fdWgQQN17txZvr6+1o4KABkSn5ig8at+1JRN8yw31M7npNEd3lPXJq9QjAMA\nAAAwpkh6/vnndejQoXTn3Lt3TzEx/7cXh5OTkyZNmpTNyf6dqlWrqmrVqtaOAQCP7cy1C3pr5nAd\nuXjSYqy6XyVN6TlK5XxKWiEZAAAAgJzIkCIpMjJSYWFhGZ5fu3Ztff/992rQoEE2pgKAJ5fZbNa8\nHSv16ZLJiomPTTFmY2Oj/i26aWibN5XP3sFKCQEAAADkRIYUSW+++aZCQ0PTHLexsZGzs7N8fHzk\n7++vKlWqGBELAJ5IYXcj9f6cz7Xu8HaLsaLuhfW/N0aqScU6VkgGAAAAIKczrEgCAFjfH8F/6p2f\nP9P127csxlrXelZfdftQHq5sqA0AAAAgdVlaJP3999+6e/euqlWrJldX16w8NQDgMcQlxOvzlVM1\ndfN8izEXR2eN7TRYgQ1bs6E2AAAAgHTZZuXJXn/9dTVs2FDBwcEpjk+YMEFvv/22Ll68mJWXAwBk\nwKmr59T6y96plkg1S1bR5o9/UedGL1EiAQAAAHikLC2S0rJo0SJ9//33unHjhhGXAwDo/obaP29f\nphbjXtffl06lGLOxsdGAlq9p9dBpKuPtZ6WEAAAAAHKbLL21zdHRUZIUFRWVlacFAGTSragIDZoz\nVhuP7LAYK+7hrf+9MUKNKtS2QjIAAAAAuVmWrkgqXry4JGnjxo1ZeVoAQCZsO75Xz43ulmqJ9HKd\n/2jLJ3MokQAAAAD8K1m6IqlVq1ZasmSJvvjiC+3YsUOVKlWSo6Nj8t5IEyZMUOHChTN1zqFDh8rP\nj9suAOBRYhPiNG75D5q2daHFmKuji8YFDlbHBi+yFxIAAACAf83GbDabs+pkCQkJat68ubZv355V\np9S+ffvk7++fZefL7SIiIuTp6SlJCg8Pl4eHh5UTAcgJToSG6K0Zw3X8yhmLsdqln9KUnqNUqrCv\nFZIBAAAAsKas7hGydEWSg4ODNm7cqJkzZ2rt2rU6f/68YmNjdenSJcXFxcnX1zd5H6WMcnJyysqI\nAJCnmM1mzdy2VKN//U6xCXEpxmxtbDWg1esa1LqnHOyy9I97AAAAAE+oLF2RlBZ/f38dOHCA1UVZ\ngBVJAB64eSdc780eoy1/77IY8/X00fc9R6p+uZqG5wIAAACQc+ToFUkAAGNs+XuXBvwyWreiIizG\nAuq20Bedh8jNpYAVkgEAAADIywwpkhYtWqSYmBiVK1fOiMsBQJ51NzZaY5ZP0c/bl1mM5Xdy0Red\nh6h9/VZWSAYAAADgSWBIkVS2bFkjLgMAedq243s1eO7nuhJ+zWKsbplq+q7nKJUsVMwKyQAAAAA8\nKbi1DQByuMjoOxqx9Bst2r3WYszWxlaDWvfUe61elz0bagMAAADIZnzXAQA52NqDv+ujBV/pxp0w\ni7GShYrruzdGqG7Z6lZIBgAAAOBJRJEEADnQzTth+mjh11rz11aLMVsbW/33P530wct95JLPyQrp\nAAAAADypKJIAIAcxm81aune9hi+ZpIjoOxbjFYqW1uQew1S7dFUrpAMAAADwpKNIAoAc4nL4NQ2d\nN15bj+22GLO3tdM7LV/Te61el6NDPiukAwAAAACKJACwOpPJpNlByzX61+8VHXfPYry6XyVN7jFM\nVXzLWyEdAAAAAPwfiiQAsKKQ6xc1aO7n2nP6oMWYk4Oj3n+pt/o+35knsgEAAADIEfjOBACsIDEp\nUT9uWagJq39SbEKcxXiDcjX1dfePVdbbzwrpAAAAACB1FEkAYLDgK2f03uyxOnwh2GLM1dFFnwS8\npdeebidbW1srpAMAAACAtFmlSIqOjtb+/ft1/fp13bt3T23atJGXl5c1ogCAYeITEzR53c/6dt3P\nSjQlWYw/W6WBvuz6gUp4FbVCOgAAAAB4NEOLpNDQUH300UdasGCBEhISko/v27cvRZE0ePBgbdmy\nRZMmTdKzzz5rZEQAyBZ/nTumgXPG6mRoiMWYu0tBfdbxPXWo30o2NjZWSAcAAAAAGWNYkRQcHKxm\nzZrpxo0bj5xbunRpHT58WKtWraJIApCr3YuP1ZerpmnaloUymU0W461rPavPA99XETdWZQIAAADI\n+QzZgCMxMVEBAQG6ceOGihUrpmnTpun8+fOqVatWqvNbtWolSdq4caMR8QAgW+w8eUDPje6mqZvn\nW5RIhQt6avqb4zSjz+eUSAAAAAByDUNWJC1ZskQnT55U4cKFtWfPHpUoUUKS0txItkyZMnJwcFBw\ncLBiY2Pl5ORkREwAyBJRMdEa/et3mh20PNXxjg1e1KgOA+Th6mZwMgAAAAB4PIYUSevXr5ckDRw4\nMLlEkpTmXiA2NjYqUqSIrly5okuXLql8+fJGxASAx7b56C4Nnf+FQiMsb+Mt7umjCV0/0HNPNbRC\nMgAAAAB4fIYUSRcuXJAkNWrUKMPv8fLy0pUrVxQdHZ1dsQAgy4TdjdTwxZO07M8NqY6/8Ux7DQvo\np/xOrgYnAwAAAICsY0iRlJR0/zHX9vYpL5fe04kiIyMlSQUKFMi2XADwuMxms1Yd2KKPF32tsKgI\ni/EyRUpoYvdhalC+pvHhAAAAACCLGVIk+fj4SJJOnTqlxo0bP3L+tWvXdPHiRdnb26to0aLZHQ8A\n/pVrkTf10YKvtO7wdosxWxtb9WveRe+/1FvO+djnDQAAAEDeYMhT25o0aSJJmj17dorjaa1ImjRp\nkiTJ399fLi4u2RsOADLJbDZr/s7VenpU51RLpCrFy+m3D2fo03ZvUyIBAAAAyFMMKZICAwPl4uKi\nbdu2acyYMenO/eWXX/TVV19Jkvr06WNEPADIsIu3QhX47QANmjNWd2LuphhzsLPX0DZvav1Hs1Sz\nZGUrJQQAAACA7GPIrW3e3t4aPXq0Bg8erE8//VRr165Vly5dkvdB2rt3r3bv3q3Fixdrx44dkqTG\njRurW7duRsQDgEcymUyauW2Jxq2cqntxMRbjtUs/pYndh6lSsTJWSAcAAAAAxrAxm81moy728ccf\n64svvtCjLlmnTh2tXbtW3t7eBiXLPSIiIuTp6SlJCg8Pl4eHh5UTAXnf6WvnNWj2WO0LOWox5uzg\nqA9f6avez3WUna2dFdIBAAAAQNqyukcw5Na2B8aNG6etW7eqRYsWFk9wk6TixYtr3LhxCgoKokQC\nYHUJSYn6dv0ven5Mj1RLpMYV6+j34fPU5/nOlEgAAAAAngiG3Nr2sGbNmqlZs2aKjo7WsWPHFBYW\nJkdHR5UoUULly5c3Og4ApOroxZMaNGesjl46ZTFWwMlVI159R12bvJLmQwMAAAAAIC8yvEh6wNXV\nVfXq1bPW5QEgVbEJcZq0dqa+2zhXSaYki/Hm1RprfJcPVMyjiBXSAQAAAIB1GVIkHTlyRFWrVpWt\nraF30gFApuw7e0SD5ozV6WsXLMY8Xd00ptMgBdRtwSokAAAAAE8sQ4qknj176vr16+revbt69Oih\nSpUqGXFZAMiQ6Nh7+nzlVM3YtiTVhwG09W+u0R0HqnBBTyukAwAAAICcw7AlQpcvX9bnn3+uypUr\nq169evr+++8VFhZm1OUBIFV/BP+pZqO7avrviy1KJG+3Qvql35ea2ns0JRIAAAAASLIxp/bj9yy2\nefNmTZs2TatXr1ZsbGzy8Xz58ql169bq0aOHWrduLQcHh+yOkutl9WP7gCfV7XtRGrn0Wy3YtTrV\n8S6N22jEq+/KzaWAwckAAAAAIOtkdY9gSJH0QGRkpBYvXqzZs2dr586dKca8vLzUuXNn9ejRQ3Xr\n1jUqUq5DkQQ8vvWH/tAHC77U9du3LMb8ChXT190+UtNK/DkEAAAAIPfL1UXSw0JCQjR79mzNmTNH\nISEhKcYqV66sHj16qFu3bvL19bVGvByLIgn4927eCdcniydq5f7NFmM2Njbq/WxHffhKX7k6Olsh\nHQAAAABkvTxTJD0sKChIs2fP1pIlS3T79u3k47a2tjp06JCqVatmxXQ5C0USkHlms1m//rlBny6e\npPDo2xbj5X1KamL3YapbtroV0gEAAABA9snqHsGwzbbT07RpU/3000+6du2aFi5cqPr160uSTCaT\n4uLirJwOQG4WGnFD3ae8r/6zRlqUSHa2dnqv1evaNGw2JRIAAAAAZIC9tQM8EBMTo5UrV2r27Nna\nv3+/teMAyOVMJpPm7Vylz5b9T1Gx0Rbj1UpU0KQen6hqiQpWSAcAAAAAuZNViySz2aw//vhDs2fP\n1tKlS3Xnzp3kMTs7OzVv3lzFixe3YkIAudH5m5c1aM447Tr1l8WYo30+vf9Sb/Vt3kUOdjmmSwcA\nAACAXMEq30WdOnVKs2fP1ty5c3XhwoUUY9WqVUveaNvHx8ca8QDkUkmmJP20dZHGr/xRMQmWt8XW\nK1tdX3f/WOV9ShkfDgAAAADyAMOKpLCwMC1cuFBz5szR3r17U4wVLlxYXbp00WuvvaZatWoZFQlA\nHnIiNEQDZ4/RwfPHLcZcHJ31cdt+6vlMe9na5oit4QAAAAAgVzKkSHrnnXc0bdo0xcfHJx9zdHTU\nSy+9pNdee02tWrWSvT23mADIvPjEBP1vw2xN/m2WEpISLcafqVxPE7p+KL9CxayQDgAAAADyFkPa\nm927dyeXSPXr19drr72mwMBAHl0P4LEcuhCsgbPHKPjKWYsxN5cCGtl+gAIbtpaNjY0V0gEAAABA\n3mNIkeTn56cXXnhBr732mipU4AlJAB5PTHysJqz+SVM3L5DJbLIYb1XjGX3RZYi83QpZIR0AAAAA\n5F2GFEm//vqrEZcB8ATYffqgBs8Zp5AblyzGChXw0LjA99Wm9nOsQgIAAACAbMDGRAByhbux0Rqz\nfIp+3r4s1fH29Vvqsw4D5ZnfzeBkAAAAAPDkoEgCkONtPbZbQ+Z+oSsR1y3GinkU0ZddPtTz1RpZ\nIRkAAAAAPFmytEg6e/asYmJiJEnlypWTk5OTxfHMevg8AJ4sEdG3NXzJN1qy57dUx3s8HaBPA95W\nAWdXg5MBAAAAwJMpS4ukTp066cCBA5Kkffv2yd/f3+J4Zj18HgBPjtUHtuqjhRN0KyrCYqxUYV99\n3e0jNa5YxwrJAAAAAODJxa1tAHKUG7fD9NHCCVp7cJvFmK2Nrfo831lD2vxXLvlYqQgAAAAARsvS\nIunHH39UVFSUJKlixYqpHs+sh88DIO8ym81avOc3jVjyjSLv3bEYr1SsrCZ2/1i1Sz9lhXQAAAAA\nACmLi6Q6dVK/zSSt4wAgSZfCrmrovPH6/fgeizEHO3sNaPW63m35mvLZO1ghHQAAAADgAW5tA2A1\nJpNJP//xq8Yun6LouHsW4zVLVtGkHsNUuXhZK6QDAAAAAPyTIUXS5cuXFRsbqxIlSsjR0THb3gMg\n9zh7/aIGzRmrvWcOW4w5OTjqg5ff1Jv/CZSdrZ0V0gEAAAAAUmNrxEXatm2r8uXL6+jRo9n6HgA5\nX2JSov63YbaeG90t1RKpYfla+v3TuerXvCslEgAAAADkMNzaBsAwxy6f1sDZY3Xk4gmLsfxOLhre\n7h11a/KKbG0N6bgBAAAAAJmUY4skk8kkSbKzY0UCkNvFJcRr8rpZ+t/62Uo0JVmM/6dqI33Z5QMV\n9/S2QjoAAAAAQEblyCLJZDLp0qVLkiQ3NzcrpwHwOA6E/K2Bc8bq1NVzFmMergU1uuNAvVqvpWxs\nbKyQDgAAAACQGdlSJD3YKPuBuLi45OPu7u5pvs9kMiksLExz587VrVu35OLiopIlS2ZHRADZLDou\nRl+u+lHTti6S2Wy2GH+5zn80ttNgFS7oaYV0AAAAAIB/I1uKpLZt2+rAgQMWxwMCAjJ1nk6dOnFr\nG5AL7TixX4Pnfq4Lt65YjBUp6KXxXYaqVc1nrJAMAAAAAPA4cuStbba2tmrXrp0mTpxo7SgAMuFO\nzF19tux/mrtjZarjgY1e0shX35W7a0GDkwEAAAAAskK2FEmTJ09WZGRk8q8HDhyoM2fOaNKkSSpX\nrlya77Ozs5Obm5uqVKmS7i1wAHKejUd26IP543U18qbFmK+nj77u9pGeqVLfCskAAAAAAFklW4qk\nJk2apPj1yJEjk4/7+/tnxyUBWMmtqAh9uniSlu/baDFmY2Ojns3a6+NX+snVycUK6QAAAAAAWcmQ\nW9u2bNmihIQEVhkBeYjZbNbK/Zv18aKvFX430mK8nHdJTez+seqVq2F8OAAAAABAtjCkSHJzczPi\nMgAMcjXihj5cMEEbjgRZjNnZ2ql/i24a1LqnnBwcrZAOAAAAAJBdDNtse9myZYqKilL79u2VP3/+\ndOdu3LhRoaGheuGFF1S0aFGDEgJ4FLPZrPk7V2nUsv/pTsxdi/GqJSpoYvePVd2vkhXSAQAAAACy\nm60RF7l48aI6dOigkSNHytXV9ZHz9+3bpzfeeENTpkwxIB2AjLhw84o6fvOOBs/93KJEymfvoI9e\n6at1H86kRAIAAACAPMyQImnhwoUym80KDAyUjY3NI+d37dpVkrRgwYLsjgbgEZJMSfppyyI1G91V\nQSf2W4z7l6mmzcNma0Cr1+VgZ9giRwAAAACAFRjyXd/Ro0clSdWrV8/Q/FKlSil//vw6e/asYmJi\n5OzsnJ3xAKTh1NVzGjRnnPaHHLUYc87npI9f6aeez7aXna2dFdIBAAAAAIxmSJF06dIlSVKJEiUy\n/B4/Pz8dP35cV65cUbly5bIrGoBUJCQl6vsNczTxt5mKT0ywGG9ayV9fdftYJQsVs0I6AAAAAIC1\nGHofSkKC5TekaYmPj0/x/wCM8de5vzV0/pf6+9Ipi7GCzvk1sv276tyoTYZuUwUAAAAA5C2GFEkP\nnrx24MABPffcc4+cHxERoZCQEEmSj49PtmYDIEXH3tOK/Zs0O2iFDl8ITnXOC9WbanyXofJxL2xw\nOgAAAABATmFIkdSkSRMtXLhQU6dO1TvvvCMnJ6d050+ePFkmk0mVK1eWp6enERGBJ9Lfl05pdtBy\n/frnBt2NvZfqHK8CHhrbaZBeqfM8q5AAAAAA4AlnSJHUsWNHDR06VCEhIerQoYPmzZunggULpjr3\n559/1tixYyVJPXv2NCIe8ESJjovRyv2bNCdohQ6eP57u3HZ1W2h0p0Hyyu9uTDgAAAAAQI5mYzab\nzUZcaMKECRo6dKgkqVChQurWrZsaNGggLy8vxcbG6sSJE1q2bJn27NkjSapWrZr27t3LE9v+ISIi\nInmVVnh4uDw8PKycCLnF8cunNTtohZbtXa+o2Og059nY2KhZlfrq85/OalalvoEJAQAAAABZLat7\nBMM22x4yZIiuXr2qSZMm6datW5o8eXKac6tWrao1a9ZQIgGP6V58rFbu36y5QSt04Nzf6c4tUtBL\nnRu9pK5NXpEfT2MDAAAAAKTC0Ke2TZw4US1atNC4ceO0c+dOmUymFOO+vr7q27evBg4cKBcXFyOj\nAXlK8JUzmhO0Qkv3rtedmLvpzm1Wpb66N22rFtWbysHO0D8SAAAAAAC5jGG3tv1TZGSkgoODFRER\nIWdnZ/n5+als2bLWiJKrcGsb0hITH6tVB7ZoTtAK7Q85mu7cwgU91blRG3Vt/LJKFi5uUEIAAAAA\ngNFy7a1t/+Tu7q6GDRta6/JAnnEiNERzgpZr6d71un0vKt25z1Sup25N2uqFGk2Vz97BoIQAAAAA\ngLyC+1iAXCgmPlZr/vpdc4KW68+zR9KdW6iAhwIbvaRuTV5RqcK+BiUEAAAAAORFVimSoqOjtX//\nfl2/fl337t1TmzZt5OXlZY0oQK5y6uo5zQlaoSV71iny3p105zat5K9uTdqqVc1nWH0EAAAAAMgS\nhhZJoaGh+uijj7RgwQIlJCQkH9+3b1+KImnw4MHasmWLJk2apGeffdbIiECOE5sQpzV/bdXcoJXa\nc+ZQunM987srsGFrdWvyisp4+xkTEAAAAADwxDCsSAoODlazZs1048aNR84tXbq0Dh8+rFWrVlEk\n4Yl1+tp5zQ1aocV7flNEdPqrjxpXrKPuTduqVY1n5OiQz6CEAAAAAIAnjSFFUmJiogICAnTjxg0V\nK1ZMI0eOVIsWLRQQEKCDBw9azG/VqpUkaePGjUbEA3KMuIR4rT34u2YHrdCe05ZfGw/zdHVTp/+/\n91FZVh8BAAAAAAxgS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          }
        }
      ],
      "source": [
        "plt.plot(J_history)\n",
        "plt.xlabel(\"iterations\")\n",
        "plt.ylabel(\"objective function (focusing intensity enhancement)\")\n",
        "plt.show()"
      ],
      "id": "dec6de15"
    },
    {
      "cell_type": "code",
      "execution_count": 21,
      "metadata": {},
      "outputs": [],
      "source": [
        "sim_before = make_sim(params0)\n",
        "sim_after = make_sim(params_after)"
      ],
      "id": "5030e1ac"
    },
    {
      "cell_type": "code",
      "execution_count": 22,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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za9Ys/PLLL5LtKpUKer1e9H9TVVUlzJ3a1P8vqampuOmmm2AymTB69Gh8+eWX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\nA5aJjHMpc6Hb8n1NrdDQUNGdVefL6NGj8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bdXa8Zr758UzNHl4vHF5jM4U95B9M/ZXSkw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jeGK3O9HaoYfEZISDkyLQoUPERF70uVhV14Njp5qg1VkwKiYYS+alie4m4nke5dXdKK/ugkTC\nIXtsHJFQnTonhxMyqWTEHLk7H3ieh93uGrD4S1ePEd/trUJlbQ84zl1IZ/XyLL85SocTOoMVRqMN\nMdFBkPnRQ56/ldoGNRQKGaZMGDUid6l5kMv7tOJIMLe+F2PLcy6TbbtnMBiMH46OTgNqG9SIlGth\ndjoh72zHwnFOqiAxmmz4eFMhTuQ3w+niERsdhDvWT8bUiWQJagAoqejEx5sK3cJSwmHG5ATcc9NU\nhASTRwIcDhe+3HIGe4/WwWZzIixEievXTMDS+WnUsRtbtN4qQIC7OuO9t0xDXEww0ZfneXy3rwpb\nd1XCaHIbJ6uWZmDdqvFUgavWmPD+hgIUlXWA54GUpDDcc9M00cTqx0414YvN7gSocpkEC+ek4Lbr\nJlFNKJPZjo83FeJ4fhOcTh4xUUG4ff0kTJ+UQB27rKoLH248jdZ2dwynT4rHPTdNRWiIioyh04VN\nW0uw53AtrDYnQoOVWL96PJYvHEMdu7lVi/e+KEB1nTuG4zKicd8t0zAqlnwu8zyPHfursWVXBQxG\nG1RKdwyvu0oshmZ88EUBCkvbwfPA6MQw3HPTVGRQKi4CwIn8ZmzYXIyeXncMF8wejduvm0xUoxoJ\neKoaqlTke8S4NODghFTqBOD+MsPMLQZjeGEw2FBY2g673Yn4IBtMDgtKWlqwu+4ofvrAXGLxZFNO\nCTbvrBC07ThQjUfumkUkM7fZnXjjg5OCisVfbSvDojkpuP/W6dRn4sHj9fh2Rzm61SZEhKmwduVY\nrFw0hmpwOZwufLe3CsfymmB3ODFpfByuXz1BtFiL1erAroM1qK5XIyJMhZWL05Ho55iczebEqeJW\n6PVWjM+KQXJCmGhfwF3Yp7SqC4EBckzIihU1cVwuHlt3V2Dn/mrojTbERgfhhrUTMHc6WVG6ul6N\nf75+GBZrXyXCxhYtjuQ24bePLcToxHByHgYrduyrQnObDnExwVi1NANREeJFZnQGK04WNMNmc2Jq\n9qgBjw62duhRUdONyLAATBofJ2qAanUWvPtZPgpL3VW/gwIVuPmabKpetVgdePV/x1Fc3ult+/Tr\nItx0dTbWrCCrYY8EZDIZlMo+HT/cza3vZfvUqlWrAAD5+fnfx8sxGAwGw4euHiPKqrpgtTkBuPPG\n1DX24t3PyBLMPM/j1f+dwNG8Jjhd7r0Knd1G/PudY6is6Sb61zf14l9vHUFrhx6AW/Dknm7Bi28f\nhctF7gz7eFMhtu+vhu3sXLR6K97bUIDDJxuIvhqtGc+9eshragFAaVUXnnv1EExmO9F/+75qbPj2\nDIwmGwDAbHHgm+3l+Oq7UqKvze7EP147jMLSDm/J6oZmLZ5/7RA6ug1E//ziVrz5Ya63qo/d4cK+\nI3V451ORGL53AkdyG+F0ugfv6jHiP+8eR3l1F9G/sUWDF944gtb2vhjmFbbiX28dhdNJlpr+9Ksi\nbNtb5X0/dQYrPvjyNA4eryf6anUWPPfqIa+pBbgr/fz91UPeOPVn14EafPZNMQxG9zWL1YFvd5Rj\nY04J0dfucOKfrx/G6ZJ2bwwbW7R4/vXDaO/UE/1Pl7Th9Q9Ooqe3L4b7j9bj7Y/ziL4jgenTpwMA\nmpubB+jJGMnIJC6EBPT9O9SbJTCT/3QYDMb3DO/iUVLRCbvdSVwrLO3AFh8Dq7CknTC1AMBud+Gt\nj/O8z3cPX20rFZhaHg6daMB3+6qo7e9+lo9utQkA0Ku14ONNhdixv5o6//c+z8fGrSVoadehs9uI\nPYdq8fxrh2B3kPdjdzjx3GuH8OXWEhScacPeI3X40wv7UNugpowMGIw2/Olf+/Dmh7n45Osi/PEf\ne7DncC21LwCUVnbiV8/sxBsf5OJfbx7FMy/tp2oEwG0Obsophf6sTujsNuKND3KRe7pF0M/hdOGN\nD04KTC0PRpMNb36YR+hEvcGKP/9rH7bursTpknbs2F+Np/+5F109Rupcmtt0+N2zu/DRxkJs2HwG\nv39+D47ni1co3nOoBv/39114f0MBXnz7KJ579ZBXj/bH5eLx0ttHvaaWZ87vbSjAiQLymf/JV4UC\nU8szxobNZ1BY0k70HynIZDKEh4d7f9ZoNDAa6e/FD833YmzdeeedmDRpEv75z3+iq4sU9AwGg8G4\nuDQ2a6ntx/ObCbFQ09CL0irys5rngZw9lUT79n3VXvOmP7UNvSipFD7kdXoL9h+ro85lyy5SbO47\nWkcVVmqNGUfzGgVtLhePnN3kGACwY181IVxOFbZ6Szj3x2pzYteBGqJ9627y3gHgZEELOrqE49Q1\n9qKkopPoy/NADmWc7/ZVw0ExsOqbNDjjM47BaMW+o4OP4f5j9V7x2R+N1oIjJ4Ux5HmeOgYA7DxQ\nDauPOM0vavMamv2x2ZzYeZASw130GOYVtaKNMs5wZ+LEiZg0aRJOnDiB1tbWH3o6jItIgALM3GIw\nhhm9OgvMFnKRy8OBY/WCn8X0B+B+bvU3RFwuHvtFnrUAsJdiEn27o5zad8uuCsLA6egy4LDPMxhw\nLw7lFZLPkxP5zaht6BXO2e7Exhxy4Q4Atu2tREt7X6VVngc++7qIqql4nsf/Ps8XGFD1TRp8t5c0\n76xWB3YcoBt1W3YJ77+8qstr8tFoadehrkl4T7sO1hC/ozfasFVE332x+Yx3IQ5wv28fbSykaiqD\n0YpPvy72LsQBQEVNN/XvoqyqC3VNGuprbvPRwmaLndBT/dlzmNRDI4mgoKARYW59L8aWQqHAjh07\nEBERgXnz5mHz5s1wOklnlDFy4TFyc6QwGJcDJj/Cr93HlKHttBHrO2B/H+Oos8ckEBT96egygPe5\n6Pv7/q6ZzDaqgQO4xV+vVrgS2951rvc5+LnQft/ftQ4/MezwjWG3kboTTuzauczFbHFAZ7BS+9rt\nLmI1228MKfE617iMBO69916kpKTgL3/5Cw4ePAibjbkdlyrM3GIwhhcWC7kTqD8anQUOR9+/WX8m\nCwB09/RdNxitMPsZv1ttEjxvnU6X6K4ig9FGGEr+FnNo11ra6f37m1f9aWohFzTtDhf12WyxOtDV\nQ8amsUVDtPX0mmC3k6YRAGKxsLvXf7wBoMfnPRG7n5Y2+v03tZL3aTDaoNFaiPbWDgPV8GqkxOpc\ntK1aY/aecKDRSYntSGMkmFvfW0KL+Ph45OXlYd26dVi3bh2CgoIwZswYBAaKn5cFgPfffx/jxo37\nnmbJOF94TgaHixUGYDCGKwEqGQwG+jcw38SWsdFk7irvtSjyXH1sdLDoqpbv2NGRgeA4UM2t2Kgg\nIgeFv6SbvtcCAxQICpTDaCJNPLlMgvAwYR4kv/dJed3Y6CDUNQ4uhnHnPHYwanxWYsX6R0cFicYw\nOjKQyBVBe8/ExlYpZQgJUlANQplUggifRK+xUeceQ72IcTZSE6xKJBI8+OCD2LFjB95880288847\niIuLQ0CA/6S4N910EyZNmvQ9zZIxVLhza7nO5tpiObcYjB8SldL/wnpYiBIyWd/3k6iIQKqJ0Xe9\n73M7KFABlVJGPUYHAJHhAYLnrVQqQXRkINU8CwqUE4VVaHlC/V2Lj6X3T6DkygSAxPhQFJV1CNqk\nUg5xMeSzVqWUISoiwJsmwENSPJmTKzIiEDKphGoQ+WqfqHD/3/MBEAnk4/+fvfsOc6O6Gj/+vTPS\nqGxf996wjQvVFNv0QCAhhBJCD0mABFJIJYU3CSE9pLwJ/BLyhhISICEECDUm9Ga6McYVV9y7vd4u\naaSZ+/tDK+1qJa2ktXat3T2f5/FjrTTnzuystPfsmTv3Zvl+RgzL/P2PGl6RdtEtGPBSXZk+9+Xw\noeWYhkorQo0ekT4nVyE5Yk1V/L2Q7aLj4Jq+MUl+Lom5tRJzbZXanFu9VolYs2YNs2fP5qmnngKg\npaWFpUuX8tZbb3X5r7m5b17BHYhijtmjVy5lkJ8Q3Td2VOYJQ486dGRaIjJ5Qi2TM0z8rRR89EOT\n054/4+SDMk68OXZUFTOnDk15rrrSz3FHj814LJkm1zzluAkEA+kr+FVV+tLaMQzFRz+UeYLO006c\nlDbB+1GHjWRIhqKP12vw4RMmpT3/sSyTfx55yAhGDEtNxCaOq2HqpMEZt//oKZnPoZnhHI4ZWcXM\nacNSnqss93HCseMytp3pGE+eOz7jOaws93H8MRnOYZbv89QTJuLvNMH7rENHMixDQcrrMfjwienn\n8MwM7x+Aw6YP73IC3FLW3NzMbbfdxvPPPw9ALBZj69atrF27tst/TU1979ZLEScjt4QoDTVVAfz+\n7OM0OveVJ87O3HdCvO/vOPm5aRpdbn/KcekTiJ91Wub+88wPTUnLk0YMq+DYI0enbTtyeAVHHz4q\n7fnZs8ak5XIe0+C8M6dn3uepU9L65ws/PpPysvRFfZRSfObCI/B620sDo4ZXcuap6X223+fhtBMy\nL1TzsU7f/8GTB3e58uHwoeVMHJe6WM+HT5yUdiEyGPBy1mlTM7ZxwcdnpuQ4SsFlnzg0paCZUFnu\n48KzZ6Y8N3FcDadkmAx+eheT7X+kUx4XDHiZPSt94vyEU47LfL76olIeudUrI7b27t3Lcccdl5xf\na9iwYRxyyCHU1NRgGF3X1mprcy+nKkpHT125zHBRQAhRgKGDy3Fimg82tY8KGjuqihM+eVTatkop\nvv752fz1/kUsXLoNraGmys9lnziM6VOGpm0/aXwtX/vcbO59aHHySuVh04dz5cVHYGZYUSeePJm8\n8uYGHEcTDHg57yPTOGnO+LRta6uDfPuLx3HX/YuSw80nja/lqkuOTLv6CfHCjtO2ylA4EksWqT55\n1oy0bX2Wh+9++XjuvG8hK9fGJ8UfMbScz150RFqhCuDow0dx5cVH8uB/ltPUHMEwFHNmjeHyTx6W\n8Rx+9arZ/O2BRbyzeCtaQ3WVn0vPPZSZBw9L237C2Bq+9vk53PvQe8nbAQ6dNowrLzky46pEn77g\ncLwek5ff2EDMcQkGvJxzxsEZE+2aqgDf+fLx3PXPd5NXqieOq+GqS2ZlTHDP/NBkYjGXJ59fnTyH\npx4/iQs+nn4OLcvk21+Kt52Yl2340HI+e+ERGQtVRx02is9dOosHHl9GY9s5nH3kaD59weFp2/YF\njuNw6623smNHfGLYYDDI+PHjKS8vz5nfDB6cufDZWcfltkXpkJFbQhx4ylBMnzKUJSt2pNxyCPEV\nlM85Y1rKc0fMHMFHTj6IpzpN5m6aiqsumcWg2tQRRp88awbbdzalTQp+7BGjM16MO3nuBBxX8/jT\nK2loilAWtPjYqZOzror3+ctmMXRwGW8u3Ew06jLz4KFcdPZMLG/6SDTLa/I/XzmRp15cw9r1ddRU\n+zn9pIMYN7o6Y9uV5T5+8p1TeevdLTQ2R5gxZUhaEamjw6YP59c/OJ1lK3cRDHg5bMbwtBUlEy48\neyZer8mzr6wjHIlRXenn/I9NZ06n4o7XY3LN5Ufzv7e9ljbPacDv4ZpPHZVW8Kuq9POj607hyedX\ns2VbfFXEj546OetI+HGjq/n59afx5sLNROwYRx4yMus5gXhRatrkIaxcu4fa6gBHzByRsQhmmgbf\nvGYut//9Hd5vy2/8Pg/nnzk94wXay88/jL11razqsMiSUnDOGdOYdWjm1bD7qlIduaV05wlNesAN\nN9zAz372MyoqKrj77rs599xzMy55Kvqeffv2UVtby89u+CraU4XVVumvCBQvuQvZsLfJIGBpxg7V\nnDij6/vphRDZaVfTsnsJVmAQwaFHMujQr3e5fWsoSigUpabTkPuMbWtNXX0Iv8+TsejUWSQSn8+p\npjqQdUnpjm03NIYxDEVlRfrw8s6iMYf6hjBVlf6MCWJnTc0RojGXmip/zv7JdePfZ1nQS8Cfu+jQ\nnXPoszxZl/vuKGLHaGzK7xxCfL4RRTxxzCUWc9nXEKKqwo9l5T6HzS0R7GjPnMNS9c1vfpPf//73\nGIbBOeecw7HHHsugQYOKltw1NDSwZcsWfv7zn1NXV0dNTU1R2hW5JfKbn9/wZaxABYOrMr9PQzbJ\n4hYUnv/sbVL4LRhaLfmNEN1l2zG2bm/CDK0kqioJDD6CQ0//YcaLawDLV+3i9Xc20dAUYcTQck6e\nOyHrqGHX1Sx9fycr1+5GGYqZU4cybfKQLvs5rTWtoSgBvzdnv9+XOY5LKBylLGh1eT6272ziP8+t\nYs0He1GGYuqkwXz8w1MzjpovRXvrWmlutRk+tDxt9H9HiffKuo11+CyTw2eO6LOj0efNm8eWLVsI\nhUIMG5Z+QRbid+AliloA1dXVBeU/tm2zaNEibrnllqLkOL0yYmvBggUA3HjjjZx33nm9sUvRyxQO\npumQuLu1WFcuOyeMQoj9owyFx2PknWgFA96Mt7FlbFspBtXknk8hwefzMMSXXzeklKK6Kv85Crwe\ns6CEqaI8feRSNoahGFyb//fZo+fQ8jBkUP5deaY5J7LxeIyCzmGm0V/ZFHoOS9Xq1fGVkY455hjm\nzp0LFO/KZUtLC42NmSfRFaVDRm4JceBZlocJ42oI7y3H46vGP7g6a1ELYMbUocyYmj4CPRPDUBw2\nYziHzRie9/EopfK6wNfXmaaRV98/YlgFn78s/Q6BvmJQbTBtNF8m3Xmv9GWlNnKrVwpb0Wh8It85\nc+b0xu7EAaAUeJRD0AdN4fiV/cZW0K5DwOrefYQh22hrywUUHsNBx2ycsCT6QuwPHQvhejNP4C2E\nyF9iheeJEydSXV1dtOSu81VQceAoBWiNdrOvLOv3gPYZ3ct/tAftuuhYVPIbIfaT5DdC9K5SKm71\nSmFr2rRpvPDCC5Kk9WOGAWgXn9GK9npptuOjAppCoB0bvzd7QphJOJpoI/5Hg9cAQ9u40UbsxnVF\nPnohBhYnUofy5D9yRwiR2Zgx8flEQqFQ0ZK7zkWtSET+SDuQEvmNG0tfOr4jn0G38h+ty9BOTPIb\nIfaT42hi4b3gePANyl1Utm2H5tYIVRX+Lkd3JcRiLijyuu1fiIGkVIpbvVLY+tznPsef/vQnHnro\nIc4888ze2KU4gBJJXCK5S/yfb3GrvagVV26FCcX6/3BeIXqchnAkhrZjhHQEr931fC519SEWvLeV\nllabSeNrOXTasKxzKGitWbF6N6s/2IPf58264mBCS6vN24u2UFcfYvTIKmYdOrLLZHH9pn0seX8n\nhqE4fMbwrCvVQDxZXbB4K9t3NTF0UBnHHDE6bTW/jnbsamLh0u1Eow7TpwxlysT0FSETXFezaNl2\nNm6pp7LCxzFHjKayi9sY9zWEWLBoK82tNpPG1XLItGFZbwPVWvP+mt2sWlfAOXxvK3X7Whk9ou0c\nZpgANWH95n0sWbETQ8FhM0ZkXSkTwI46vLN4K9t2xs/h0YeP6nIurB27mlm4dBvRqMO0yUOyrggJ\n8XP43vLtbNhcT0W5j2OPGNXlvGn1DSHefm8rzS02E8fVcOi04SUzZ8nJJ5/M3XffzeLFi7ngggv2\nO7nrXNSqrKxk27ZtxTxk0YP2N/8RQhROu5qGpgitoShBb5TGhmbeWr+G8ZENnDh7fNr29Y1h/vHw\nYhYu3objagJ+D6ccN5FPnDkt42Tpq9bt4YEnlrFuQx1KKQ4+aDAXnT2T8WMyzwe0e28LL762np27\nmxlcG+TkuRMyLkjT0d59rUSjLkMHl+Xs35pbImze1khVpZ+ROdrtSes37+Pl1zewryHEyOGVnHb8\nxKy360UiMZ59ZR3LV+9CKcWh04bxoeMnZp0DVev4YkfbdzYxZFAZkycMynleYjEXx3Hx5TnFRb7s\nqMOKVbtoarGZNK6GkV3MmbVtRyOPP7OKtRvic2wdecgIPnba1C5zUIjPVZZPcbWUlUJxq1cKW4cf\nfji//e1v+fa3v83cuXP53Oc+1xu7Fb3IdcFUBoYn/uYNekCZ7bclNkfLUGbuYfkh26A5akLb764K\nv0PAsgg3e1CmgeGtwqo8qEe/FyH6I8dxWbN+L80tNoMDrbRENe9uWcecQXuZPCG9kPPe8u3c+re3\nU1axOWz6cL5y1bFpiZ/juPz53gW8vWhr8rl/z1vO1Z86imOOSF/KeuOWen77f6/R2Nw+EmXc6Gq+\n86XjMs7V8MDjy5j3/OqUti/8+MyMqwzV1bfyq1tfZceu5uRzjz71Pt/50gkMH5q+os6Lr6/nngff\nw3Xj66g88t/3OWXuBD5z4eFpRbxwJMb//vk1Vn+wt8OxrOAbn5/DlAyFnCXv7+CPd71FpMM5PGTa\nML72udlp59B1NX++dwFvvbsl+dxD/1nO5z81K2X58YRNW+PnsKGp/RyOHVXFd750fMb5wh6at5wn\nnlnV4esVXHDWDM76cPry2fsaQvzq1lfZvrMp+dwj/32f73zp+IzJ+ctvbOBvDyxKOYcnzRnPFRcd\nkXYOI5EYv7v99eQqlAAPP7mCr31uDgcflH4Ol67cyR/veotwpL0IO/PgoXztc3PyWhSgp1VVVXHF\nFVdwxx138K9//Wu/iluZJmGVFREPvM75TS6F5j9KSX4jxP5Y/cFeGpviIyoHo4k4fqJRl7/88108\nHoO5R7WvYNcaivKLW15m556W5HOhcIwnn1/Njl1NfPWq2Sn91vJVu/jfP7+G09a/JS7i/fyWV/je\nV09kwtjU4taqdXv43z+/ltLvP//qB3zlytkZ511qaAzzf/csSK66N3xoOV/89NFZi2ZPvbiGB59Y\nTqxtufhDpg3jy589JuuFp1fe3MC851fT2BRh+pQhfOr8w6jJMl+p62pefH09C5dsIxjw8tFTJjNp\nfOZVFF99eyN33reQxBJ07y3fwYuvfcC3v3h8WkxrKMov/t8ryZWtIX5e335vK9/98vFpk7HbtsOt\nd7/Fe8t2JJ+bMmkQX//cnIzzltm2w98fXsyrb2/EcTTTJw/hqktnZZ3HMxpzePL5Nby/Zjc11QE+\n/uGpWQuE23Y08rvbX0+uVg1w+kkHcel5h6TlNx9srOOmP85P+dlv2d7I4hU7+f7XTsw46fwbCzfz\n0H+Ws6eulbGjqvjU+Yd1eWGw1B3o4lavFLaWLVvG3Llzuf766/nCF77A3//+dy666CKmTp1KMNj1\nRGyHHHLIAV86UuSmNaAUymj/xRr0gzLaJ39vjhgoI/uEqiG7bZtEUSvgErBMwGxr20B5TEx/r7xt\nhehXPvhgL7sbLMAi5u7D0R6iUZc//e1tfvPDM1JGS7WGotx27ztpSzMvXrGDp15cy8c7FUNefH19\nSlELIBpzueO+hUydNDhlBT7X1fzfPQtSiloQL3b989GlaZOLLl25M6WoBfHfN/96fBnTpgxhQqfk\n7+4H3kspagHs3RfizvsW8oOvn5Ty/I5dzSlFrY7fz7TJQzj2yNSi3CNPrkgpakH8XP3p7rf57Q8/\nkjJaKhSO8ud7FqQkOABL39/Jk8+vTluC/KXX16cUtQBijsud9y3k4EmDUybO11rz53veSSlqAWza\n2sB9jy7lmk+lnsMVq3elFLUSHvzPcqZNGcKkTst/3/PgeylFLYiP3rvjH+/ww2+ekvL8rj0t3N2h\nqJXw8hsbmHbQEOYclVqUe/Sp91OKWhA/h/93d/x92LFYFY7E+PM9C1KKWgDLVu5i3nOrOO+j09O+\np962bds2qqqqOPvss/nvf//Le++9x/HHH8/YsWPRWtPcHH8vbty4kfLycgKB9p/j8OHDqaiIJ9PZ\nVhaybbtXvx+RLlN+k0tB+Y9SuFryGyG6o25fKzv3eYD4hatEfpPwr8eWMfvIMcnRPk+/tCalqNXR\nu0u3s2zVLg45OL4CnNaaex56L1nU6siOOvzj4SUpeYXram7/+ztp/X4iH/rdjR9JW2H4zx2KWhDP\nS353++v8+gdnpI3yWb5qF/98dGnKc0vf38nf/70448TsC97byl/++W7y63cWb2PHrmZ++p1TM45+\nevi/K1JyhUVLt3PDN05KK7I1Nke4+4H3kkWthFA4xp33LeQX/3NaStHniWdWphS1EtZtqOOpF9dy\nzhkHpzz/6NPvpxS1AFav28s/H13K5y6dldbOPx5ZzMtvbEh+vWLNbn5/++tZv887/rEwJd9avHw7\nP/vuqdRWp9YktNb86e4FKUUtgGdeXsvEsTVp+c3dD76X9rOHeH77zEtr+fjpqd/n+2t28+d7FiS/\n3rS1gd/++TV++T8f7tOL6xRa3CrmBbxe6UE/+9nPsnDhwuTXL7/8Mi+//HJesQsWLOCoo/ruKgoD\nXb6rBe3vctlCiK7t2Zs5kaurD7Fh0z4O6jBqa8XqXbSGMt86887irWmFrXcWZ75VyrYdlq7cyfHH\njEs+t21HY1rRpGM7n78sfX/ZLFyyLaWwZdsOi1fsyLjtmvV7aWgMpxTZFi3bnlaQSViweGtaYWtB\nlmPZ1xBm3ca6lKts76/ZTUtrtnO4La2wle0cRqMuS97fmXI7xfZdzWzdkXmS6XcWb+Xqy2alJJXZ\n2gZYuHhbSmErGnN4b3nmc7hu4z7q6kPUVrcXZxYt254x6U8cS+fEb0GWY6lvDLNuQx3TJg9JPrdq\n7R6aWzIXdt5ZvK0kClv33nsv8+fPT369ceNGNm7cmFfstddey9y5c/d7uWxRmvLNf5zura8jhCDe\n/3alvjHMtp1NjB4Rv31s2cpdXW6/bGV7YWtPXWvahbKO1qzfSygcTY6W2rytgT11rRm3bWqOsG5j\nah+3ryHEig5FrYSGxgjLV+1i1qEjU55/Y+HmjG2/tWgLV10yK62I8+Lr69O23bK9kbUb6tKmXHBd\nzbMvp87xF3NcXnhtPVdenFrYWr5qF3Y0vYADsG1nEzt3t6SMkF+UJaeA+N0BnQtbby/aknHb+Pd5\nZEp+4zgury3YlLbtlu2NrN+0L230WENjOO0iYktrlNcWbE7LbbfvbMpYkEscS8f8pqExzIbN9Rm3\nBVi8YmdaYeuVNzekbWfbDm8t2sLHMtyR0JfkW9wKhUL4fPmvqJ1L376ZU/QJASteqEpoChmEOvyt\nIkUtIXpeltoDEL+a2FGsi7+0YrH016KxzAlOprajXbTtOC660yXATPvL9prjumlXELvaPtbFcWfa\nbyHnpZDjBog6+Z/Dro7biaWfg0J+Pq6jsxb74vvO/1g6t51r+85tF3LcfZUUtfq3fPIfO1Ya88UJ\n0Rd1zhkycTr03V314523dfKoOnfsL7vq9yG9T4tGs2+fqf+LZikmxWIubobzkK0P7aqd9DbSn8t1\nXjr38wXnQ1m2z5TfaJ29/YznMNu2Gc5JV3lG2vdY4Dkp9Fj6orKyMqqrq5Nf19fX09LSfpG9paWF\nxsbirgTcKyO2/va3vyWH4xdq2rRpuTfqBY2NjWzduhWfz8eoUaOKWl0s9n5661gLke3KZfvjOClq\nCdEzaqr87Mow/D7g96TNETF10mBMU+E46YnS9ClD056bMWUoa9fXpT2vFEw7aEjKc2NGVFFZ7ku7\nFTHe9pC0OQumTxnKq2+nX41L7Df1e/EycVwNH2zcl7btsCHl1NakzisxfepQmLcic9tT07/P6ZOH\nZrxi6vd5mDgu9RxOmTQYj2lkTHamTxmS9tyMKUNZvW5v2vNKwfTJqduPHF5JVaWPhsbM57DzVdsZ\nU4fyypuZRxHNmJrats/n4aDxtazdkP7zHDKoLG14/PSpQ+GJ5VnazvBemZr55+mzzPRzOHEQXo+R\nMfmbkeEcHgiXX345c+bMIRKJUFubeS4SiF+V7JgHlZeXM2zYsJIoarW2trJlS/wK9ujRo3NOEXEg\n99Nbx1pM+eY/QojCZZpTsiO/z5MyN+RB42u7HFlz0IT23+NDBpVlzVcARgyrSJnzaczIKoIBb8YR\n75bXTLvtf8igICOHV7BtR1Patp37fYBDpw/nzXfTRzPNnDo04+I7Rx86Ki2vqKr0pXyPCYahOObI\n0bzeafTT7CPT50mdMnEwSpHxQmJVhS9tLs6DDxrM7ix3DWSaW/OQg4cx/630nGXG1KFp+Y3HY3DY\n9OFpI82rKnxMHJv+fQ6qCaTlOKahOPrwUWnbjhpRSXWVn/oMowJnto3qS6itDjC4Nph1xF6meVhn\nHTKSBe+l3gmgFBwxc0TGNvqibCO3Oj8ull7pUWfOnMns2bO79e9AX7l87rnnOPHEE6murmb69OlM\nmjSJ2tpaLrvsMjZtyvzH1oHaT28da3dlunIpRS0hesekcbX4Os3tgILPXHBE2jwONVUBLjr7kLQ2\nRgwt55wz0icb/+iHJmdcYe+8j05Lm7Dd4zG44uIjMDslJxXlPi4979C0NubMGsNh09MnXJ179Fhm\nHpxeOPn0BYcT6DRPjeU1ufLi9InMJ42r5cMnTkprY+qkwZw8d3za8xeePSPlNjyIJyHxfabOEVBd\n6efic9PP4bAh5Zz7kfQLNh85ZTLjRlenPX/OGQenJYke0+DKi47ENDudwzKLSz9xWFobxxw+OmOi\nlO3cfvqCwwkGUr8fr9fgyouPSEsqJ4yp4YyT0ye8njxhEKccNyHt+fM/NoNBNenn8PJPHp42KWxl\nhZ9LMrwnhg0u47yPlsZFr5EjRzJx4kTGjx/P5MmTs/479NBDOeywwxg3bhzjxo1j0KBBxGLtc4cd\niKLWkiVL+PjHP051dTVTp05l6tSpVFVV8bGPfYz33nuvpPbTW8faU3LlPyWwDoIQfdKQQWUEg9nn\n6Dnz1Ckpczee+aEpaf1bwrjRVRx1WHuBwzQNzj8r+y3vF5w1I+VryzK57BPpfRbAhWfPTOvjlFJ8\n8dNHU1PVPkWCZZlc/amjMq4UPGfWGI4/ZmzKc0MGlfGZC4/IuM/TTpzE6SdNSuZbwwaX8fXPzck4\niTnAZy44nJPnjqey3MfwoeV87tJZGXOEoYPLMt4qpxR86vzD0lb3O/cj0zIWIGuq/Jx1WnpOecFZ\nMxjRKXesrQ7wqU+m5zcAV1x0RMoF2upKP1+5anbafGbxY1R85arZHH34KMqCXsaMrOKrn5udcaVt\nj2nw+UtnpS1UM33KEE49YWJau5dkyPkgXkzMtNjR7Fmj+dipU5J5lc8yueKiIzPmgn1ZppFbHYta\nkUjmwnF3KJ3PGM4B6ne/+x3f+ta30Frj8XiYNGkSLS0tyauFVVVVPP/888yalT6RXW/vp7eOtbN9\n+/ZRW1vLz2/4MlaggsFVuSeA63zrIeQuau1tUvgtGFqtOXFGLPuGQoisolGHLdsbMUMrcc1qBo05\nhoNO+J+s27+/Zjevvr2RltYok8bXctoJE7OuvBOJxHjhtfWs/mAPfr+XubPGcMi0YRm3hfiqfi+8\ntp599SFGj6jkwydOSpkgvSPHcXn17U0seX8HhqE4cuZIjj1ydNaln3fvbeG5+R+wY1d8mehTj5+Y\ndaltrTULl2xjwXtbicZcpk8Zwklzxmdc8hviy2w/+8o6Nmypp6rCz0mzx2ddNQhg5drdzH+r7RyO\nq+HUEyZlTaojdowXX1vPqnV78Ps8zM5SeErYtLWBF1/7gLr6EKPazmFXqx29+vZGlry/E6Xg8Bkj\nmDNrTNZzuKeulefmr0sutf2h4ydmXTVIa827S7ez4L2t2FGHaZOHcPLcrs6h3XYO91FZ7uOkORM4\nqItzuGrdHua/tZHmFpuJ42o49fiJGVdGOhDmzZvHli1bCIVCDBuW/f2e0PnWQ+i6qGXbNosWLeKW\nW26hrq6OmprMK2UV6rHHHuPCCy/Etm2UUkyYMAGlFB988AFaa7xeL/fffz+f+MQnDvh+eutYO+tO\nfpNLpvwHNGV+yW+E6K5wOMbSlTtpabEZUbaZ1lg5W5vH4T/oS1xy7qFp/dz6zfu47d53Uub7nHnw\nUK6+7KiUeTgTXnztAx78z/LkvJlVFT4u/cShGVcsBli2cidPvbiGHbtbGFIb5MMnTeLIQ0Zm3Bbi\nff/7q3djRx0OnjyEyi5GoWmtWbuhjg827qO60s/hM4dnLVQlhMJRWlqj1FYHsvb5hdJa89qCTck8\nbuTwCs46bWrKHGId7d7bwoNPLGf56l0opThk2jAuOGt62oTtCRE7xhvvbGbrjiaGDi5j7lFjuuz3\ntdZs3taAbTuMG1OdNf/ojt17W3j9nc00t0SYNL6WYw7Pnn++u3QbD/5nOdt2NGEYikOnDeOyTxzG\n0MHZL1w1NUfYs6+VEUMr0i40H0iF5je5ZMp/ysvLWblyZdFynJItbH3yk5/EcRweeeSRA7L/559/\nng9/+MNorTn55JO59957GT06PhzzpZde4uKLL2bnzp2MGDGClStXUllZecD201vHmokUtoToe8J7\nl+Lx1eIffASDDv36gT4cIfqs7hS27r33XtavX8+Xv/xlTNPs9cLW2rVrOeyww2htbeXggw/mwQcf\nZObMmQAsX76cCy+8kBUrVhAIBFi0aBFTp6ZfUe+t/fTWsWYihS0h+g7taurqQ8QalqM91VSNPIrx\nc76bdXvX1WzcWk9DY5jhQyrSRpd3Fo05bN3eiFKKUSMqM976J0RCKBzF4zGKWmDrbX2xsFWSn8qd\nO3fy6quv8uijj7JtW/bVnHpSYvTTqFGjeOyxx5KFIoCTTz6Z+++/H4Dt27fzm9/85oDup7eOtRgy\nJ3XpE6oKIYQQ/UlLSws7duxg3bp1bN68Obl6YucJVXvaDTfcQGtrK36/nyeeeCJZKAKYMWMGTzzx\nBMFgkFAoxA9+8IMDup/eOtbekC3/sWOKLtaOEELkQRmKQbVBqir9DK4JUlHW9dxbhqGYMKaGw2eM\nyFnUAvB6TMaPqWHc6GopaomcAn5vny5qFVumohbE5wX3evf/olFCr4x3mz17Nu+8807e2zsdevjW\n1syTsPWkhQsXJuds+MpXvpJxhNPJJ5/Mcccdx2uvvcZf//pXfvKTn6TN39Ib++mtYy2GTKsfAjmX\nwhZCCCFK0W9+8xvmz5+f9/au2z7PkmW1d3bZlsIutvr6ev79738DcPHFF3PQQenzo02cOJFLLrmE\nv/zlLzz66KPU1dV1OTF+T+2nt461N+TKf/rJIlhCCCFEikyrP0N73lPMRe56peQci8VwHCfvfwnn\nnHNOxkSmp/3nP/9JPj777LOzbpd4bevWrSxatOiA7Ke3jnV/ZUrqAlbupbCFEEKIUuW6bkH/EsaP\nH8+RRx7Z5VLYPeHpp58mGo3PE5NPzhCLxXjqqacOyH5661h7Wr75jxCi+1zHZfuOJur2tbJ9VxN7\n6lroaradXXtamPf8au57ZAkvvPoBLa3Z//hw3fhcnP98ZAn/emwpS97f0WXbiZjmFhvXzW/GH611\n3tuWEtfVtIaiOc9HoZqaIzw/fx3/fHQpT7+0ln0NoaK235P21rWy4L2tLF6xg3BkYN9enqmoVVZW\nljahfLH0yoit6667jp07d3a5TSQSYd26dTzyyCPs2bOHiy++mPvuu683Di/N4sWLgfh9nwcffHDW\n7Y4++uiUmCOPPLLX99Nbx7o/siV1CdmWwpaRW0IUV0NjmPWb9lHm1mPjUt5cR81MnXESzJjjMu+5\nVcx/axOtIZtJ42q54OMzGDuqOmPb23Y08sATy1n9wV4Cfg9zZo3h7DMOTltNBuIJ3Euvr+fZVz5g\nX0N88vhzPzKNGVPTVzkEqG8I8cATy1n6/k4MQ3HEzBF88qwZlJdl/iXx7tJtPP7MquTk8Wd+aApz\njso8yWsoHOXhJ9/nncVbiUYdpk8ZygUfn8GQQZlHzqxZv5eH561omzzex8lzJ3D6SQdlPYdPPr86\nOfH5pPG1XHDWjKwr3mzf2cQDTyxj1br4OZx95GjO+ci0rOfw5Tc28Owr6+KTxw+v5NyPHJy2BHXy\nHDaGefCJZSxZsRNlxJeTvuCsGZRnuV1j0bLtPP7MyuTk8R85ZTLHHT0247bhSIyHn1yRMnn8RWfP\nzHoO126o49/zlrNhcz2VFT5OnjOBM07OfA4dx+XJF9Yw/80NNLVNHv/Js2YwYUxxJlHfX6eeeirD\nhw8nGo1SUZE+ub5t2zQ3N1NfX8+KFSvYt28fU6ZM4Xvf+x5erzc5BL/zUtg9NXIrkTNAal7QWeec\n4dJLL+31/fTWsfakfPIfy9P3/pgVopS0tkZZ8v4OwuEYI8oitMZaWbxpEy9ueofPXzYrbZW+51/9\ngH/8ezFOh0LSv59cwVevms3USYNTtm1usfn97a+zdkNd8rknX1jDIQcP5StXzsbXabJv19X894XV\n/PeFNTS12AQDXj584iTOOePgtOMAaGwKc98jS1m4dBuxmMvBBw3mknMPzbjSNMT7xLcWbWHdhjqq\nqwKccOw4qjNMeN9x+xWrd9PYHGHqpMEMrs08WXvH49+xu5mg35N1QR+AWMzl30+u4MXXPiAUjlFT\n5efs0w/mlOMmZLwrqJAcZOn7O/nT3W/TGoomn3voP8u56tIjs07YH4nEWPL+Tuyow4wpQ7o89sTx\nb9/VRFWlv8vJ+l1X89z8dbzy5kaaWiJMGlfL+R+bzqjh6XdIOY7LPx5ewguvfUCizhcMeLnioiM4\n5ojRadtDPJf7YOM+du5pZvyYmqyL9PRF2YpaCWVlZcRiMRobG4u2z14pbF1yySV5b/ub3/yGs88+\nm/vvv5+TTjqJL3zhCz14ZJmtXr0agHHjxnV5y9748ePTYnp7P711rN2VK6lLkOKWED2roTHMe8u3\no10IlGnsmMPSlTv5QC/j4nPSlyj+yz/f5fUFm5JfL3l/J6vW7eHG605J69B37Wnhpze/nExCWlpt\nnnh2FVt3NPLVq2an/W56/JmVPPzk+8mvV3+wl9/836tcd81xaSsphsJRfv7/XmHXnvaRLC++vp51\nG+v44TdPTpvD4M13N/N/dy9Ifr1pawN/vncBreEopx6fujyz62p+d/vrrF63N/ncW4u2sGrdHn76\nnQ+lLbe9dv1efvmHV3CceMbSGoryz0eXUlcf4tLz0pf4/uv97/Lq2+3ncGnbOfzhN05OW1p6T10r\nP7355eRV45ZWm/88t5ot2xv5+ufnpJ3D/zy3mof+szz59Zr1e/ntn1/jG1fPTVtJMRSO8ov/9wo7\ndzcnn3vp9Q2sXV/HjdedklY4e3vRFm7929sp5/D2v79DayjKh0+clHYOf3/766xcuyf53IL3trL6\ngz385NunpiXc6zbW8cv/9woxx02ew/sfW8refa186vz0pbz/9sAiXnlzY/LrZSt3sXrdXm74xklZ\ni6y96aijjmL48OEZJ1ftnNR96lOf4t577+X111/nwQcf5LLLLgPai1i9UdxK9P9er5eRI7Ov0jV8\n+HB8Ph+RSGS/8pv92U9vHWtPyTf/MQ3IULsWQuRBu5plK3cSDqePjHlj4WZGDKvgnDPaL/yvWreH\nex58L23b5habW+58g199/3QqOhQ6/vLPhSlFrYSlK3fxj0eWcOXFqQMFHn3qfR57emXy69ZQlMee\nXklrKJrWx9lRh5v++Cpbd7T/Yb9i9W5++YdX+PG3PpS2kp7ram6+4w2WvN8+WOSpF9fw/a+eyMgM\nhZaWVpvf/OlV1m+uB8A0FJ+96AhOnD0+bVuAnbubufnON9i2I75a5AnHjuOKi47IWJD7679S85t9\nDWHufvA9HFen5QmhcJRf3PIyOzvkcdlykL37WvnDXW8SsVPvz7ajDrff+w6jhlem5U879zTzqz/O\nZ++++Kguy2vy5SuO4fAZIzJ+n2vW7+WPd71FfWMYpeBjp07hk2fNyPh39D8fXcozL69Nfr1wyTZW\nrN7Fjd88JW217X8/uYLnX/0g5bnWUJQ/3f02tTXBtNWfXVfzf/e8zduLtiafO+eMg/nEmdMzHndf\nkquolRAIBIhEIkXbb+msKdmmqqqKv/zlL0yePJmf/OQnXH311RhG707St2/fPoCc8zR0nLk/EdPb\n++mNY+1q+8SbVilAa7TbXl0P2QZNYROI/wFT4Xfwe1x0lpH3fg9oXyIGGltBuw4BywXtQbsuOhbF\nCRevsivEQLF18x78RgQM8Bg2poongU+/tJaPnDI5pQCxZVtDSlErIWI7PPb0Sr70mWNSnp/3/KqU\nK2sJ7y7dztoNdUyeMCj5XGsoyhPPrErbVmt4aN7ytMLWi6+vTylqJWza2sBb727h+GPGdWhD88Dj\nyzJ+//+et5yT5oxPmfT1veXbU4paCfWNYZ55eR2fPGtGyvMPP/l+sqjV0TMvx89hbXX7FcJtOxpT\nkr4Eu+0cXnvFsSnPz3tuVcZbId5bvoPVH+xNuYocCkd57On307bVOn5Vs3Nh65U3N6YUtRK2bG/k\njXc2c9Kc8R3a0DzwxPK0bQEefnIFp8ydgMfTfg6XvL8jpaiV0NAY4ZmX1nLh2TNTnn/kyRXJolZH\nz81fx0c/NJlBNe1Xk3fsakopaiXYUYdHn1rJV6+anfE4S0G2pO6qq65i0aJFPPXUU5x99tnJUV7Z\nilvFnFQV2vvz6urqLnMrpRTV1dXs3Llzv/Kb/dlPbxxrd/ObXArKf7QHQ0l+I0R31DeG0dF9BNr+\nou2Y3wA8+8o6zj59arJo0bFI0VlLa5TXFmziI6dMBuIXnN5duj3r9q++tZGLzzmEYCD+ezoUjvLk\n85mL68/NX8dZH56akmu9uXBzSlEroTUUb+ezFx2R8vxbi7akFLUgXpC7/7FlfPOauWntPP70ymRR\nC8BxNXc/8B6HzxieduEO4M77FiaLWgDz39rIhLE1aRcFd+5uzpjfADzy3/f50HETUophL7+xIaWo\nlZApB3n5jQ1pRa2Ox//8/A/Szst9Dy9JFrUgniPc+Y+F3PyTM1PyFYiPqrr1r/GiFsTzpv88t5op\nEwdz2IzU3GnvvlaefSX9/RIKx3j8mZVcc3n7aGHbdnj25XUZj1tr+O8Lq/nKlak5y2sLNqUUtQAe\ne3olRxwyomRGpXdHvkWthMSUA8VQcoUtgIMOOohx48axceNGNmzYwMSJE3MHFVFijgu/P/vQTohX\nGTvH9PZ+euNY85mI1fAPwsEg5MbfUnbUJRRp/wMw4FPg8RHKNZ2EB3y+9tiGsAdbK2JolFY0u+Vs\nskcVdPxCCHBqbQJt/aRt2rgxP8HqoUytHsaStbsZOrh9VaBNWxuY1qmDT3A9Bis3pf4xGEFl3X7N\n1gacDglOXX2Ig7Lccgjw/sa6lKtmdS3RrG1v3xdKORbbdhg6soqhIzMP4X9vzW7Kg+1DJjbtbsna\ndpPtpH2fnqA36/ZL1u1h+JD2c7h5W/ZzqL1mWtthyLr92m0N6A5XNPc1hDhoSv7ncE9zJGvbOxpS\nz2E05jB4eAWDh2ceDv/eml0ptw5s3NWcte3mWPo5NANW1u2XrtvD8KHt+92yvTHrtljp5/BA2Ncc\nIWw7RGMuzW0TRIZDIVqa2/9YKSuvRBvettdNxo2fwMr3V7Bi5RpmdFjlD8OLL1CejN2zt45AsJzy\nivQr8d2Vb84A7XlDT+Y3Xe2nN461O/lNLoXmPzEcyW+E6CbbdAiMcTp83Z7fTKuO9x9L1u3BZ8U/\nv4Y/ez8OsC8UTfYtO3dn798SlqzdnbztbV9D1/nNkrV7UkZh7WgIZ20/Aml93JY9WXKWDDkFQKPt\nZNz+3VW701aCdF2NGUg/N9vqWtPa3rqji74ZWLx2T7LYB7C3xc47B2mOuV22HTVU2vG4XjPL97mL\nyorU2wybmiMMH13N8E53Bq7d1oCv07Y7djVx8PTMxxIzU3PhxuYIk6YMyXrcyudJ/3nuzfzzXLGh\njkj6NdRelym/yaXr/Ced47hFzXFKsrAF8TmjAMLhcK/v2+OJnxYnx/rLHV9PxPT2fnrrWHMy/biu\nImqUEbXtlGGFPr8PZVnkW49VPvAqm0g43kZLBEBjKB+2UUWDd3LRD1+I/i5W7iYn94wqF0ebeAMB\nhpdXEHY0O+raV6B1FAwfkbmj8fs8KdsC1A4K4g9mHlmiTZWyfSzmZm3bNA127kudIDRY4WM4mbe3\nAt6UtrXWjBhZlXkSUwWNrVGaO9yuYPrMrMdSXmalfZ/DRlQSzbJ8me24nc6hKugc1tSW4QtkGZ1j\nGqnn0CnsHAbKfdmPJWh1OocwcmQVbpZz2BCK0hxpPweG5SnsHA6vxI5mnkw14qa+D2Nkfx/6MpzD\nAyEUjhF1XBzXJWw72JEQkdb20XG+YDmYFuEOV6C9bashtoYiKc8DYFp4/WXJNlqam/BaxVsxKN+c\noeM2PZnfdLWf3jrWnDrkN7l0J/9xacFRHslvhOgG19Q43vaqcef8BqWoa4qgVPwP60GDyyiryP47\ntWOfGOmir01ojjiE27bvqm8GCHfKE3wBb9btg4H0/tPKsr3lzdwf1gwuw5chN7O1Ttteaxg9ujpt\nRHVZhT9t26jO3jejFPWtNo0dRvEXkoOUVfgYrrKfw0znZcSISuzOuZlSNEWitHZ63nU1w0dWQacc\nx9spn4R4TpL1uP2p2zs5fvaZ8r5AuZU5xmOUZH6TSz75T2daayxf7otX+SrJwpbWmvXr12NZFmPH\nZp6stieVl5ezd+9eWlu7flN1fD1RiOvt/fTGsdbVpd9bnlBfX982oq5tyeqoQyRsAwpQWIEyPJYX\nKKz07PF50crCDrUAGsdxcF3QyoM2cyeXLl5c4r/MDaIYeZfVJF7i+2m8dnFi8YRFqxgaA2V6CHi8\nGIZKSWYM06C83IfrahzHJRZrf628zJee+AStlKHjHo+BaRooQ+ExzdTtFQSDFpEMK8VUlsfbdlyd\nnNTV7/fQGjI65yAopQgEvGnHUlHuI2LHksPgE8cfCHhxtcbtcCuhz+fB6zXTViLyeAx8fi+tkRim\noTDbJjWvKPfR0Jh+scXymhimkTwWx9W4WlNe7iMadVLOH0BZpnNYZhGxYynnD9o6fcvMeM4zrbZT\nUe4jEnWS5880FMGgN+OqRUop/P4M57DSnyzgdfz5B/xetCZle7/PTDuHieP3+b1Eok7y/AGUl1s0\nNKYPXfF6Tcy2c5j8+Wud9b2S6X2Y0PH90/Hnl69C4l2tkwmyHQ4RCTUnezsrUI7HCqS9d/fsjt+6\nOXjI0LTXADxWAFeDHWpLELPdv98Nif4/V87QcZvu5jf7u5/eONZC8htU1ylz1I50L/9RBmAm85uS\n7D8kXuJLNF4Z4DjtfYRrmGjDj+kx8RkmXo/Z9vs8/jkMBi2isey/U31+D61tfY5pKHw+T1ofnmB5\nTVCpfWIid4LU/tPrNdNyLb/fi6fFTumbE/2nP0P/GQh4aW6NpqywC1BR4UvJPxL9V1mZhW07Ke0H\n/Ok5X0J1VYCmlkhK/lFeZqVt6/EYWc9LMNheyEj0n/EcxM6Yx3XOQfx+T/L4O+ef8fbTc5bKSj/7\n6kMp589rmcQcjc7Qf9ZU+mlsbr8A4fWYBPyetPzTNOLHl+mCZqbzEgxaOI6bln8CBDPkLMGARWso\nhtPheZ/fi1IqLf/MVzHzn0QeBml1wDTRSH75TxoNShVvyqmSLGz9/e9/p7W1lU996lPdSqj218iR\nI9m4cSPbtm3rcruOr48YkXmCup7eT28ca8f5ubLS8aXM7VCM+EdIYQWCeC0vJlEUuSu9Kc1hoiwv\nigB2qAWFBjeKpUJUmbtzxke1n5CuBiCg6vGqwkb+SbzE97t4AxrtCC0tNpanmZj2YhrVjJ44JjlE\nPyESdUDDvvoQ++pasW0HpRQTxlQzOtuKLY5m3cY6XDdeiKmpDVJbEaC6woev08zIVUGL5at3Ud/Q\n/n2NHF7B2BGVKKWIRB2a2672lQe8WIZi5do9yQTBskymTR5CTYZVb2or/KxevydZDGlqDFNZ7mPC\nyKqME6D6TZMVq3cli0SmqThowiAsvze5/8Tx60o/sUiMTdsakn+rVlb4mDK+NuUcJo7fNA22b2tI\nfp9KKcaPqWbMsHIgQ7LhuKzbUIfHY1BR6cfjMRgxuDzjikdVZRYrVu9OJnOJczhuRCV2zE05fz6v\niQdSz6G37RxWp5/D8oCXLTubCIWiNDWGsW2HQbVBJozKfA59HpMVq9rPoT/gYdTIaoJ+b8r5ix+4\nnw/sGJu2djiH5annsOPPvyLgZdXaPTS32G3nkK7PYaf4tP3noZD4rZaHkGkQjbjYkRaUoVAarEAZ\nXl8Aj2GkrPb4wbq17Ni+lQkTJzF2bObVnVxXo/wBDEX86mcRl1FPTMJeX19PKBRKmaago0gkkiz6\ndDe/2d/99Max5pvfgMJD9glubTuKHbK7lf8YOJhKJfObkuw/JF7iSzi+NRpN9rN+nyLmG43remlp\nsjhk2rCU/llX+qmva6WuPpTWzrjR1QyqCqT8/vd7DBYv35HxAtgRM0dQ1mF6A4CA5WHzjkaiUSfZ\nf5YFvUyeNhy/L/3Pbo+C99fsTvbNPp/JyJHVlAUy9J9Ahd/Luo11NDZFsCyTsaOqUqaS6Nx/VQUs\ntmxvIBpzqKkMMKotz8qoCuobPTQ02yhDMag6QJk/80jyMsvDkpU7CXUYmVVd5WfEkDJCbaO6Ox5/\nvjlIJOoQiTTR0monz1/C0MFljB6aue8v83nYvrMJ13EpL/MR9HsoD1oZ++/BVQHqG0Lsawjj83kY\nNqQMs20ex87nr7rMYsXqXTQ0xn//G4Zi4tgaRg9Nz4Ur/F6Wrt6VXCkzcfxDB5cxZmh5xvNeVWax\neVsj4XCUinIfQ4eU0Zrh/OWrmPmP5TXwmAauY2RcnTsZEw7llf9k4rpOxuJjd/VKYSsUCuUcSq61\nZtOmTcybN4+f/OQnHHPMMfziF7+guTl9wluAYDDYY5PKT5s2jTfeeIOtW7fS2tpKMJh5adQ1a9Yk\nH0+fXvgKBsXYT28day6ujo/sSEzM7A/4MItw+4TX8mEQo6U5860rQog8qXgRpjxoEQtHUKYfq6w8\nraiV4PEYDBkUZNjgIOj41anOKxB2NGpEJcOGlNHUVoBwoW3W5XRer8nhM4bTGooSiTgEg96sxwEw\nuLaMOUcFaGqO/+FYUeHDyNK2YSgmjK2loTlCLOYyblQVlRmWk06orPBx7JGjaWqO4LqainIfMVcn\nO/aOlFJMHFfL6JFVtLTYeL0m5WVeshVYPKbBtMlDsNtGbZUHLbxdJAejhlcybHAZ9U0Roq7G8hgE\nstye6PWYHDZ9OK0hm3AknjjnOodzjwrS2BzJeQ6VUtRUBags9zF8cDnlAW/W44B4YSp+Dm1c1227\n4p2tz1dMHFvL6BGJc2hQXmaR7RxaloejDhtJc4tNNI9z2Nui0Sitra20tjTh8cb/wAkEy3G1IhIO\nE2tL7Bob6lm9ehWPPfIQgwcP4bLLP5t1qgXT9IBSeH0BDOIjgYpl2rRpycdr1qzh0EPTV/MEWLt2\nbfIqf3fzm/3dT28d6/6y7SihDvOHFCv/EULkJxjw4jEMmloiKOWiFFgek2lThqb1i0opDpk2jC3b\nG9m1pxnbdggEvIwaXsmQQWXxC3sdVFX4OeqwkWzYXE9DYzi+WEWVn/FjqvH70vtFj8dgSG2QSNSh\ntspPwOelpsqftZg0qCbInFljqG8M47rxUcrhLFMeQHzU1syDh2V9vbPyMouDD8o+91N6+xZOW3/s\nyXAhq+NxHHP4KPY1hJJ5XFWFj0jUhQzF/EJykKpKH5ZlgqtpbongszwMH1rBiCxFLYCaqgA1VYGU\nwkxXqqsCybnRuuKzPBwxcwShUAw75lAetDJe4IP4XQAzpgxhV12IaNTB8hgMqg4wuDaY9bh9lidl\ntcT4+6+wwSAHUiQcorWlfU6tQFkFhvfA9X+9Utg64YQTWLhwYUExb7/9dpe3IS5YsICjjjpqfw8t\no7lz53LXXXfhOA5vvPEGp556asbtXnnlFSD+S3L27MJXZyrGfnrrWHPRHa5kBAIWXssq2sfSsizC\nZu/PtSZEf2SYKn6boKlQWTraJKUIFnDFx+MxC0gsFMGARTB3XgGAaRgZRy5l3d5sux2ui2JP8kiU\nSlkhKOZ2/dvL8ppYGUY6ZWmcii4Ka515PCYV5b68EjOgoHNoGKrgc5jvFb/4OYx/n/kkZgWdQ1TK\nhPWl5I4//4G333y9oJjmpiZ+9uMbsr5+xee+wOGz4qstWb4AGMUr5M2d275y1vz587MWixI5Q+eY\n3txPbx3r/uhc1Cp2/iOEyI/lMxnkCxKJRIiYHpTHk7YiXoJSijEjqxiTZaGZzoIBi+ldLNiSYQf4\nLE/e/adpGskVgSNRB7oobJUSpRS11ZkHVGSSfw6iCPi9DJk0uOARRz0jPvVFgNyrFBtG4mJd90ZM\n9SWdi1rBskq8lp+YW7wRWIXqmSFPfdw555yTnID07rvvzriNbdv861//AuKJ1PDhXa+a0VP76a1j\nzVcgYGFZxV2eHNr/SBVCCCEGkqy3jXTDnDlzkrfrZcsZAO655x4Ahg4dynHHHXdA9tNbx9pdmYpa\nPZH/CCGEEKUkU1HL58/3YmXP6ZURWz/60Y/Ys2dPUducMGFCUdvraPDgwVx55ZXcfvvt/OMf/+Cq\nq67ipJNOStnmBz/4ATt37gTg+uuvz9jO8uXLCYVCeDweDj/88B7ZT7GOtRhM0+jRpK6nbj0VQggh\nuuNDp53BuLFjcF2XsvL46kauBrdtzghDGRQ4dyvjJ0ws9mEmGYbBt7/9bb75zW+yYMEC7rjjDj7/\n+c+nbHPXXXfx5ptvAvDtb38b00y/4rxu3Tr27YsvXX744YenrUZYjP0U61h7ghS1hBBCDESlWtSC\nXipsnXXWWb2xm6L66U9/ytNPP83GjRs588wz+c53vsPJJ59MS0sL9957L/fffz8AF1xwQdbv7/zz\nz2fVqlVUVVVRX1/fY/spRhv7SxkKJQMAhRBCDCAHT5vB4NpqHCdGZfUgID75e2Iofj6Tp3bWMb4n\nfOlLX+KBBx7gzTff5Atf+AJLly7l7LPPBuCJJ57gj3/8IwBHH3001157bcY2rrvuOh577DEAtm/f\nnnEkeDH2U4w2ik2KWkIIIQaiUi5qQYmuilgKhg4dytNPP83555/P8uXL+dGPfpS2zcUXX8xf//rX\nA76f3jrWrhhK4RZv4SYhhBCiTzBNM2W5+VLn8/l4/PHHueiii3jxxRf5wx/+wB/+8IeUbU466SQe\neOAB/P7852Trif301rHmS4paQgghBqJSL2qBFLa6NHXqVBYuXMhDDz3Ek08+yebNm/H5fEyZMoWL\nLrqIE088scv4mTNnUl5eTkVF+pKgxdxPsdoQQgghRP83ZMgQnn/+eebNm8cjjzzCBx98AMSneTj3\n3HM566yzurz9/6CDDmLWrFkAeL3ZCzv7u59itVEMUtQSQggxEPWFohZIYSsnn8/HZZddxmWXXVZw\n7EMPPdQr+ylmG0IIIYTo/5RSnHXWWd2aouC3v/1tr+ynmG3sD9d1CIXaVyqTopYQQoiBwInF+kRR\nC4q8KuIdd9zB7t27i9kkAK7rcv/997N+/fqity2EEEII0ZX/PvEwWzdv7JG231+xjA3rP+iRtsX+\nc7XGcdrnPJOilhBCiIHAcRxisfaRyqVc1IIiF7Zuu+02JkyYwP/8z/8UpcDlOA7//ve/Oeyww7jk\nkkvYu3dvEY5SCCGEECJ/Lz3/X849Yw4/+8F1bNuyqShtrnx/Bb/91S/4f7//Lbt37ypKm6L4dIcJ\nRKWoJYQQYqDoOH9oqRe1oMi3In7sYx9j8eLF3HTTTfzv//4vH/3oR7n88ss566yzCprU87333uPe\ne+/lvvvuY8eOHQAcddRRjB49upiHK4QQQgiR0+zjTmL+i8/w73/dw8MP3MtRxx7Hx865gKGDqwtq\nZ9eunbz95hu8/ebryWLWkKHDGDlK8ptSJ0UtIYQQA1FfKGpBkQtbP/7xj7nkkkv41re+xbx583j8\n8cd5/PHH8Xq9HHbYYcyePZvp06czaNAgamtr8fl81NXVUVdXx6ZNm3j77bd56623UkZmjR49ml/8\n4hd86lOfQqnClswWvUgZoEHr+M/IRYGKX+V0tcKgwOXOO8VrDVrHH9ux3AMNY3hAxefDiLoedIGD\nEyVe4vtzvKv9GNpCawuiTlq83eE5O8PruUi8xPe3+DPPvYSj557C/938C556/CEWvPkqC958FaUU\nw4ePYPSYMYyfcBDl5eUEysrweC1CrS2EWltpbKhn08YNrF+/job6+mTbwWAZHznz45z8oVMxTQ+u\nm+jz2kcIuYBSPT8xuuiKwjRNvF4Lncfqz4XmP53zm1LvPyRe4ks5PkqQ+G/O0uk/JF7i+2K862q0\n1ng8Fl7Ln8xRupKSv2id+Chmpd3i5jhK63y66cK9/vrr3HrrrTz00EPYtp07oJNZs2bxhS98gcsu\nu4xAoPQrhAPVvn37qK2t5aZf/xrH0ZSVl/XIflqbm/F4vZRXVjFh6sE9sg8hBgrtOijDg+Etx/TV\nHujDEaJP2bBuFY89cDfP//cRWluaC44fOnQYc044idlzjidYlqPP1JrG+r3c8L3vUldXR01NTTeP\nWhQqkd/88qabcLWS/EaIPkDyGyGKY+2S12jYuwPXiRKs7KHPUpFznB5bFXHu3LnMnTuXm2++mX/9\n61+8+OKLzJ8/P+vcW5Zlccwxx3DSSSdx7rnnctRRR/XUoQkhhBBCdMv4SVP52v/8gqu/9n0e/OvN\nLH3vHT5Yt5aGhvqM2xuGwajRY5g0eSozZh7K5KkHywj0PkQZBjg9cg1YCCGEKFmGYeI60QN9GHnr\nscJWwpAhQ7j22mu59tprAdi0aRM7d+5k9+7d2LbN4MGDGTJkCOPGjStoHi5RYrSLAkzik8y5mGhl\nAqC0g0FhwyE7xytcDBw8yiagmnLGxwgSU/GRfh4dwkNrQfuXeInvz/Gu24yhLExD4w0MS4u3ow52\nLD5+2PIYWF6zoP1LvMQPhPjyQDUnnfIhDjt0JlE7jItJQ0M9TY1NhCNhysrKqaioYNCgQfgLmJvC\n1To5nF8phXZzjOUXPatTfpNLoflP5/ym1PsPiZf4Uo63UbiqCijt/kPiJb7U401DYRgKpRQeI7/b\nBTvmL4ZSGDku4mnXLWqO0+OFrc7Gjh3L2LFje3u3oqdpF1CotnklDDRO27wShtIoCrvamRavQKn4\nY8uT+wOgdIyYjn+YvUYMryrsQyPxEt+f451YGKU0HmXjy9LpJTtGr5l1m65IvMQPhHjTMDBUvABV\nU11DTU0NrquJtSVqHsPAMAocneW2z1NhAFpLYeuA6pTf5FJo/tM5vyn1/kPiJb6U47UTIUL8dqZS\n7z8kXuJLOd4wVDK/yTuP6Zi/5BHnUtwcR2YkFUIIIYQQQgghhBB9khS2hBBCCCGEEEIIIUSfJIUt\nIYQQQgghhBBCCNEnSWFLCCGEEEIIIYQQQvRJUtgSQgghhBBCCCGEEH2SFLaEEEIIIYQQQgghRJ8k\nhS0hhBBCCCGEEEII0SdJYUsIIYQQQgghhBBC9ElS2BJCCCGEEEIIIYQQfZIUtoQQQgghhBBCCCFE\nn9Qrha1nnnmGlpaW3tiVEEIIIUSvWPX+Clpamg/0YQghhBBCDGie3tjJ9773PVavXs1FF13EVVdd\nxezZs3tjt6I3KQM0aK0AcFGgdPyxVhiogprrHK81aB1/bMdy12NjeEA5AERdD7rAGq7ES3x/jne1\nH0NbaG1B1EmLtzs8Z2d4PReJl/iBEv/cs0/x7jtvM2PGDE485TSmHjwdVHt/52oNbmH7d7Vufwwo\nJYPrD6hO+U0uheY/nfObUu8/JF7iSzk+SpDEL91S7z8kXuJLOd51Na4GrTWuq7uIapeSv+SR/2i3\nuDlOrxS2AJqamrjzzju58847mTFjBldddRWXX345gwcP7q1DED1JGWg0Tse3lI6/mzUq9fl8dYjX\nGLiYxLRFSFfkGW8DEMUkSp4xEi/xAyBeG0GU8mC45ZihaJfN2DEXO1bgX+YSL/EDJF5rjePEWLJk\nMUuWLKa2dhDHzDmOY+ceT23tIFytUxK9QmmtUYYUtg6oTPlNLgXkPxnzmxLuPyRe4ks5XuOgtIui\n9PsPiZf4Uo533HhBS2tNzC28nbzynyLnOL2SLf31r3/l2muvpbq6GoDly5fzzW9+k1GjRnHhhRfy\n9NNP43bjhAkhhBBCHCjnXnAJHzrtdCoqKgGoq9vLU/Me5yc/+C7/94ffs2jhAmKx2AE+SrE/tOSn\nQgghBiDXLXzU14HUKyO2DjnkEP7whz/w61//moceeog77riD+fPnY9s2Dz74IA8++CBjx47liiuu\n4Morr2Ts2LG9cViimNqujpjEE3gXE61MAJR2MCjsg9E5XuFi4OBRNgHVlDM+RpCYCgDg0SE8tBa0\nf4mX+P4c77rNGMrCNDTewLC0eDvqJK/yWB4Dy2sWtH+Jl/iBEj9i+HA+dtbZnHrqqWzctIXXX32F\nFcuX4rouK1csY+WKZZSXl3PMsXOZe/yJjBg5Kuf+O17lVEpJYeUAcx0HTXt+k3P7AvOfzvlNqfcf\nEi/xpRxvo3BVFVD6/YfES3wpx5uGQrsxtOviyXNUVcf8xVAKQ+W4Fd91i5rj9NqtiACBQIDLL7+c\nyy+/nFWrVnHnnXdy9913s3v3bjZt2sSPf/xjfvrTn3Laaadx1VVXce6552JZVm8eougu7QIK1Tav\nhBEfDBx/rOI3ExYiLV7Fpy0xlMby5P4AKB0jpuMfZq8Rw6sK+9BIvMT353gnFkYpjUfZ+LJ0esmO\n0Wtm3aYrEi/xAyHeNAwMBR6PhyOOnMURR86ibm8dr732Cm++Np+6ur00NzfzwvPP8MLzzzBh4iTm\nHn8iRx19LH6/P3Ojbvs8FQagtRS2DiyN47hEozaW5c25daH5T+f8ptT7D4mX+FKO106ECDVA6fcf\nEi/xpRxvGAqlFLGYTdQO4/MHcgd3zF+UwjC6Lmy5FDfHOWATN0ydOpXf/OY3bNmyhQceeIAPf/jD\nKKVwXZdnnnmGiy66iJEjR/KNb3yDZcuWHajDFEIIIYTIW3VNDWec+XFu+OlNfPmr3+SII4/CNOPJ\n5foP1vGPe/7K9d/6Ovf+7S+sW7vmAB+tyFcoZGPbXc9JKIQQQvQ3rS2NRMKhA30YOR3wGUkty+KC\nCy7gmWeeYd26dVx00UXJ1/bu3cvNN9/MIYccwgknnMBjjz12AI9UCCGEECI/hmEwfcYhXP3Fa/nF\nr3/PKad+OPlaJBLm9dfm89tf/Zyf/egHvP7afBynb81lMVCoDlecpbglhBBioDDN9pv7+kJx64AX\ntgDC4TD33XcfV155JQ888EDyecMw8Hrjw75fffVVzj33XE477TT27t17oA5VCCGEECIvruuydPF7\n/OOev/LySy+kvObxxBPGrVu3cO/f/sJNP/sRu3ftOhCHKbpgKIVptqfLUtwSQggxEJimicfTPi1U\nqRe3enWOrc6WLl3KnXfeyb333su+ffuSz48YMYIrr7ySz3/+8wQCAe69917uuOMOVq1axfPPP88X\nv/jFlAKYEEIIIUSp2Lt3D2++Np+333iN+vr2/CYQDHLs7LmccOIp1NTWsnDBW7w6/2U2bljPli2b\nueO2W/nu9248gEcuMjEME7/PJBSyAZL/5zPnlhBCCNFXmR4PPn+Q1pZGgOT/ec251ct6vbDV3NzM\nv/71L+644w7eeuut5PNKKT784Q9zzTXXcPbZZyevZAJcd911fOMb3+Cmm27i+9//Pg899BBNTU1U\nVFT09uELIYQQQqSJxWIsfu9dXn3lZVatXIHW7ZOGj58wkRNOOoWjjj42ZVGc4088meNPPJm333qD\nv/3ldjZv2siWLZsZMWr0gfgWRBcSRSwpbgkhhBhIEkWsUi9u9Vph6+233+bOO+/kn//8J83Nzcnn\nhw4dyhVXXMHVV1/NxIkTs8YbhsH3vvc9br31VrZt28aGDRs45JBDeuPQRR7iKyB0vfKBEEII0d9s\n37aNN954jUXvvktzc1Pyeb8/wNHHzubEk05h9JixXbZxzLFzmP/yi6xds5q9e3ZLYatESXFLCCHE\nQNQXilu9Utg677zzePTRR5NfK6U45ZRTuOaaazjvvPOS82jlY8SIEWzbto1IJNIDRyq6S7sajUx8\nK4QQYuC4/757eGre4ynPjR07njknnMiso2dTFgjkXO46oaq6GoiP/BKlS4pbQgghBqJSL271SmFr\n8+bNAAwePJjPfOYzXHPNNUyePLlbbX32s5/ltNNOY8SIEcU8RFEEjuNi29EeS+5c1+2RdoUQQoju\nqNu7B4iv8DzrqGM46UOnMWbMOGLd6K8OO+xIBg0azIgRI4t9mKLIpLglhBBiICrl4lavFLaOO+44\nvvnNb3L++efj8/n2q61rr722SEclekIiufNaZlHbdRwpagkhhCgto0aP4dzzzmfGjGmUlVcQLKvs\ndltHHzubo4+djevqlMJYx7m6ROnIVtwqdv4jhBBClJJsxS2v5T9gxwS9VNi65ZZbemM34gBShiJx\nJ2IoZKMxMIt05dK2bRzHSVluWwghhDjQzjnvAvbs3JqS3AW0xvDu30W8BDsSAldu8y9VmYpbxcx/\nhBBCiFKUqbhVzPynO6RSIIrCUCql8BQORYja+z8PWtSOEA7JfGpCCCFKk2maeDztKx2GWpqIRkL7\n3W40EiLU2px7Q3FAWZaXQKD951+s/EcIIYQoZT5/IGWkerHyn+7qtVURRT+nDAzDwGeZhMPxhC4S\nagU0yuvBKHDFRBdFNBomEgolIw3DwNUKO5a7HhvDAyp+lTvqetAF1nAlXuL7c7yr/RjaQmsLoumj\nQewOz9kZXs9F4iV+oMQ7rourwTBNfP4goZYmNJpIW0HK8AehwDvpXa2JRkLJNmTF4QNMGaBB6+w/\nB6/XQmvVrfxH6/i/RH5T6v2HxEt8KcdHCZL4pVvq/YfES3wpx7uuxtXx6RBcN/uUCF7LT0DrbuU/\n2gWlijfOSgpbojiUgUZjWgEsTCLhEKDjyZ0O4LWsnE10FLXttjZAA4bpAcNLTFuEdEV+jej4rQFR\nTKLkGSPxEj8A4rURRCkPhluOGYp22Ywdc7Fj3Z/jTuIlvj/HR2MurqvRbcPvrYCbTOoS/3t9hU2o\nmlrUAsMjqdoB1ZbfODlSZtPydCv/0Ri4mKn5TQn3HxIv8aUcr3FQ2kVR+v2HxEt8Kcc7rk7mN7kW\nxOl2/qM1yiheYUtuRRRF57WslJURIuEQUdvOO75jUQviwxwNQyZjFUIIUdq8vgC+YHny60hrc0HD\n8jsXtXyBcpT0f33G/uY/QgghRF+0v/lPMchlQFEcbVdHTGIAKMsLSrXdSqixw60YODmXwrbtKHY4\ngkKhUfgCASyvh5gdxsDBo2wCqinn4cQIElPx5NKjQ3hoLejbkXiJ78/xrtuMoSxMQ+MNDEuLt6NO\n8iqP5TGwvIX9YS3xEj9Q4r0eA8NQKKXwtF11NPxBoO2KpQI71IJpGFg5rlzakRB2qCV+56EGX7Ac\nyxegtSV3nyd6UKf8JpdC8x+Fm5LflHr/IfESX8rxNgpXVQGl339IvMSXcrxpqLT8JpdC8x/tuugc\no8EKIYUtURzaBRRKxe/BNdBtS36qeKIOhMMRlNJZkzvbjhIOt1/Z9AWCeC0fBlGUAqXAUBrLk/sD\noHSMmI5/mL1GDK8q7EMj8RLfn+OdWBilNB5l48vS6SU7Rq+ZdZuuSLzED4R40zAwFCgVTwABcNuH\n3ycKVaHWJpRSKaN5OoqEQ4Ram0CB0gorWIbXF8AAtC5e0ie6oVN+k0uh+Y9S8Z9xIr8p9f5D4iW+\nlOO1EyFCDVD6/YfES3wpxxuGSs9vcikw/3EBt4grP8utiKJHeS0f/kD7sp+hkI1tp8/pY9vR5HLZ\nAP6AD6914JYLFUIIIfaH1xcgUNY+P0xrS2PKbfYJkXAouVw2QKCsouB5uUTpyTf/cRwXx5HipRBC\niP4h3/zHjoRACluiL7EsK2Up7M7JXeeiViBgYRU42bwQQghRaixf6lLYnZO7zkWtYFllzlsWRd+R\nT/7jOMVL6oUQQohSkE/+E2ppzhTabXIrougVieH3iQJWx0JWelHLS34D/oUQQojSlhh+nyhgdSxk\ndS5q+fyBLpfVFn1PvvmPEEII0Z/km/8UixS2RK/pKrmD9qKWEEII0Z90ldxBe1FL9E+58h/TlBso\nhBBC9D+58h+KuPKz9KSiV1mWN2VYfoIUtYQQQvRnPn/qsPwEKWoNDNnyH9M0MfJccUoIIYToa7Ll\nP4GycpTKc2L6PEhPKoQQQgghhBBCCCH6JClsiV7VeaL4hGyrBQkhhBD9QeeJ4hOyrRYk+pds+Y/j\nOLiurIoohBCif8qW/4RamtG6ePOKSmFL9JpMqx92tVqQEEII0R9kWv2wq9WCRP+SK/9xHClsCSGE\n6H9y5T+4xVsZWCaPF70iU1LXcU6tzhOqeq3iTSQnhBBCHCiZkrqOc2p1nlDVa/l79wBFj8qV/zQ3\nS0FTCCFE/5Mz/2luKOr+pLAlepxt24S7SOoyrRakMTBlMnkhhBB9mB0JEWptSn7dOanLtFpQQGsM\nr693D1T0iHzyH9NMvz1RCCGE6MvyyX+0drAjkaLtU25FFD0qakcIh9rfsNlWP+y8WlA4FCFqF++N\nLoQQQvSmaCREqCV7UpfQebWgUEsT0YiM4unr8s1/TNPANCUdF0II0T/km/9YvgAYxbtLS0ZsZbFq\n1Speeukl3njjDbZu3cr27dvRWjN8+HBmz57NZz7zGaZMmVK0/TU2NvK3v/2NefPmsWXLFnw+H5Mn\nT+biiy/m3HPPzWspzGK00W3KAA1ax/fhoohGw0RCIRJ79ft9eL1ess0R5/VaaK0Ih+OJYCTUCmiU\n14PWoDW4WmHHcieAMTyg4vfsRl0PusAarsRLfH+Od7UfQ1tobUE0/d52u8NzdobXc5F4iR8o8Y7r\n4mrQWuO68c7N1ZpoJESktRkUKK0IlFXgtfzJbTrzWn4CWhNqaUKj47GA8gVQqrhFj82bN/PSSy/x\n6quvsmnTJrZv3044HGbIkCEcddRRXHrppRx99NFF2180GuW+++7j4YcfZv369QCMHz+e8847j8su\nuwzLsnK0UJw2uq1TfpNLofmP1qCUkcxvSr3/kHiJL+X4KEEgPmddqfcfEi/xpRzvujotv8ml0PxH\nu2AUsbCldDGnou8nvvCFL3Dbbbd1uY1hGHz729/ml7/85X4XjBYuXMj555/Pxo0bM75++umn8+CD\nD1JZWZnx9WK10R379u2jtraWm379axxHU1ZeBkDUtlMmwvX5A3jzTDwzxUZtG4/XS3llFROmHlzU\n70GIgUa7DsrwYHjLMX21B/pwhOiz1i55jaZ9u4lFwwQr45+lZFLXxhcsx+tLv1KZSVpsoJxQqIUb\nvvdd6urqqKmp2a/jveWWW/j617+ec7tLLrmEO++8k2AwuF/727x5M+eccw6LFi3K+Pphhx3GY489\nxrhx43q0je7Ilt/kUmj+09rcLPmNEEUi+Y0QxZEpv8ml4PxHaxrr9xYtx5GxzxmEw2EAKisr+cIX\nvsAjjzzC0qVLWbZsGXfddRdTpkzBdV1+9atfcd111+3XvrZs2cKZZ57Jxo0bqa6u5o9//CNLly7l\nzTff5Mtf/jIAzzzzDBdeeGHW5TCL0UYx7U9RC8BrWSnDFSPhEG4RV0wQQgghesL+FLUAvL4AvmB5\n8utIqBldxP4vFIr3zT6fj0svvZT77ruPRYsWsXLlSh588EHmzJkDwD//+U8uuOCC/dpXa2srZ555\nJosWLcKyLH70ox/x7rvvsmjRIn784x9jWRaLFy/mzDPPpLm5ucfa6E37m/8IIYQQfdH+5j/FILci\nZlBRUcHPfvYzvva1r1FeXp7y2owZM7jgggs44YQTeO+997jlllv43Oc+x/Tp07u1r+uvv55du3bh\n9Xp57rnnmDVrVvK1Y489lpEjR/L973+fp59+mgceeICLLrqoR9rYb9pFAY4dwg5HUCg0Cl8ggOX1\nYBArqDlleUGptqH8GseJgRvFo2wCqilnfIwgMRX/MHl0CA+tBe1f4iW+P8e7bjOGsjANjTcwLC3e\njjrYsfhQfstjYHkLGyYs8RI/UOK9HgPDUCilcKMR7FALKEDHkzqfP4hR4Khuwx8fJZVIEN1YYf1n\nV7xeL9deey033HADQ4cOTXlt6tSpnHfeeZx//vk89thjPPnkkzz66KOce+653drX7373O5YtWwbA\n3//+95RC2eGHH87MmTM5//zzWbFiBf/7v//LjTfe2CNt7Le2/MbMkcfYdrR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iSzle46C0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v8h8RJfyvHaiRChBij9/kPiJb6U4xMX7WIxm6gdxucP5A4uMP9xKW6OI7ciCiGEEEII0YVQ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\n"
          }
        }
      ],
      "source": [
        "f, (ax1, ax2) = plt.subplots(1, 2)\n",
        "\n",
        "sim_before.plot(z=0, ax=ax1)\n",
        "sim_after.plot(z=0, ax=ax2)\n",
        "\n",
        "plt.show()"
      ],
      "id": "88a4eb1d"
    },
    {
      "cell_type": "code",
      "execution_count": 23,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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L1V/BOyqlZb6gEWmrPVnzRWXSVuvJqo/85Cc/+X3kJ38k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\nWZKMkfHy9T6VQCZnqy/rSCoWkV0pV6mYJ+OV3z8Vk0zSf4/UOyAZz1V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AAAc4kUadQOK1IkIyNXtQNLqTrK8umooshGejR8SPs5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\nz/ljUhRI1iZ9XgoTTf2sY+Wk0m49Vq5MFM4ISWc9p7VSiiM9C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          }
        }
      ],
      "source": [
        "sim_after_mnt_xy = td.FieldMonitor(\n",
        "    center=(*monitor_near.center[:2], H / 2 + focal_length),\n",
        "    size=monitor_near.size,\n",
        "    freqs=monitor_near.freqs,\n",
        "    fields=(\"Ex\", \"Ey\", \"Ez\"),\n",
        "    name=\"focal_fields_xy\",\n",
        ")\n",
        "sim_after_mnt_xz = td.FieldMonitor(\n",
        "    size=(0, td.inf, td.inf),\n",
        "    freqs=monitor_near.freqs,\n",
        "    fields=(\"Ex\", \"Ey\", \"Ez\"),\n",
        "    name=\"focal_fields_yz\",\n",
        ")\n",
        "sim_after_mnt = sim_after.updated_copy(\n",
        "    center=(0, 0, focal_length / 2),\n",
        "    size=(length_xy, length_xy, focal_length + 4 * buffer_z),\n",
        "    monitors=[sim_after_mnt_xy, sim_after_mnt_xz],\n",
        ")\n",
        "sim_after_mnt.plot(y=0)\n",
        "plt.show()"
      ],
      "id": "1d5944fd"
    },
    {
      "cell_type": "code",
      "execution_count": 24,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:17:39 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'meta_near_field_after'</span> with resource_id              \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-26b55355-41e5-4652-a3b8-6dd110dcdf52'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>.  \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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-26b55355-41e5-4652-a3b8-6dd110dcdf52\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-26b55355-41e</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-26b55355-41e5-4652-a3b8-6dd110dcdf52\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">5-4652-a3b8-6dd110dcdf52'</span></a>.                                         \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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/9b36e144-ddb6-41f8-8dd8-30b62b26a870\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"36028eeb78c24bfa83194d899c89be74\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:17:40 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.502</span>. This assumes the FDTD solver runs\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>for the full simulation time; if early shutoff is reached, the     \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed cost can be lower. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the  \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed FlexCredit cost after a simulation run.                     \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:17:41 UTC </span>status = queued                                                    \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"2cb73e434eb1438eac4bb8f6da429dcc\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
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              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:17:51 UTC </span>status = preprocess                                                \n",
              "</pre>"
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        },
        {
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          "metadata": {},
          "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>"
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        },
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          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:17:55 UTC </span>starting up solver                                                 \n",
              "</pre>"
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          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:17:56 UTC </span>running solver                                                     \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"655d496041274b0691103dcb2e6dc2f7\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
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        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:18:27 UTC </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">9</span>%, exiting.                             \n",
              "</pre>"
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        },
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              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
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        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:18:28 UTC </span>status = postprocess                                               \n",
              "</pre>"
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        {
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          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"a5a8ac9d825d418f99802671d101d052\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
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          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:18:30 UTC </span>status = success                                                   \n",
              "</pre>"
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          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:18:32 UTC </span>View simulation result at                                          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-26b55355-41e5-4652-a3b8-6dd110dcdf52\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-26b55355-41e</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-26b55355-41e5-4652-a3b8-6dd110dcdf52\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">5-4652-a3b8-6dd110dcdf52'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                         \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"9f3524344330480b88473597aa8b25c7\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "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>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:18:33 UTC </span>Loading results from simulation_data.hdf5                          \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "sim_data_after_mnt = web.run(sim_after_mnt, task_name=\"meta_near_field_after\")"
      ],
      "id": "d708aa12"
    },
    {
      "cell_type": "code",
      "execution_count": 25,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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WrVtQKBQQBAGPHj3CzJkzUb9+fSQlJakNTxwTE2PW+hnj1q1b4nJgYKAVawL0798fbdq0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\nWJ8HD2Z64eFqH2sa1xFE97nzzjvx6KOPAgDe85734H3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+8Y/jgAMOqCnn/e9/P77//e/j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\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2uus2bdoUV1xxBQAEnct0xIgR2LZtG+bNm4eff/4ZxcXFaNiwIfr164dhw4Yh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\n/vrrL8v0E6uxmmHWrFmicePGAY/n3Nxc8eSTTxr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          }
        }
      ],
      "source": [
        "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
        "sim_data_after_mnt.plot_field(\"focal_fields_xy\", field_name=\"E\", val=\"abs^2\", vmax=105, ax=ax1)\n",
        "sim_data_after_mnt.plot_field(\"focal_fields_yz\", field_name=\"E\", val=\"abs^2\", vmax=180, ax=ax2)\n",
        "plt.show()"
      ],
      "id": "7b96140e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Conclusions\n",
        "\n",
        "We notice that our metalens does quite well at focusing at this high NA!\n",
        "For the purposes of demonstration, this is quite a small device, but the\n",
        "same the same principle can be applied to optimize a much larger\n",
        "metalens.\n",
        "\n",
        "For more case studies using `autograd` support in `tidy3d`, see the\n",
        "\n",
        "- [Gradient Checking\n",
        "  Notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd2GradientChecking/).\n",
        "\n",
        "- [Inverse Design\n",
        "  Notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd3InverseDesign/).\n",
        "\n",
        "- [Multi-Objective Gradient\n",
        "  Notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd4MultiObjective/).\n",
        "\n",
        "- [Boundary Gradients\n",
        "  Notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd5BoundaryGradients/).\n",
        "\n",
        "- [Grating Coupler\n",
        "  Notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd6GratingCoupler/)."
      ],
      "id": "d26685a8-a50a-4831-aed8-bf953c145748"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}