{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Adjoint-based shape optimization of a waveguide bend\n",
        "\n",
        "In this notebook, we will apply the adjoint method to the optimization\n",
        "of a low-loss waveguide bend. We start with a 90 degree bend in a SiN\n",
        "waveguide, parameterized using a `td.PolySlab`.\n",
        "\n",
        "We define an objective function that seeks to maximize the transmission\n",
        "of the TE0 output mode amplitude with respect to the position of the\n",
        "polygon vertices defining the bend. A penalty is applied to keep the\n",
        "local radii of curvature larger than a predefined value.\n",
        "\n",
        "The resulting device demonstrates low loss and exhibits a smooth\n",
        "geometry.\n",
        "\n",
        "> To install the `autograd` package required for this feature, we\n",
        "> recommend running `pip install autograd`.\n",
        "\n",
        "<img src=\"img/adjoint_8.png\" width=400 alt=\"Schematic of the waveguide bend\">\n",
        "\n",
        "If you are unfamiliar with inverse design, we also recommend our [intro\n",
        "to inverse design\n",
        "tutorials](https://www.flexcompute.com/tidy3d/learning-center/inverse-design/)\n",
        "and our [primer on automatic differentiation with\n",
        "tidy3d](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd1Intro/).\n",
        "\n",
        "## Setup\n",
        "\n",
        "First, we import `tidy3d`. We will also use `numpy`, `matplotlib` and\n",
        "`autograd`."
      ],
      "id": "88cb63a4-586f-48a1-9245-530c00e52fc3"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import autograd as ag\n",
        "import autograd.numpy as anp\n",
        "import matplotlib.pylab as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "import tidy3d.web as web"
      ],
      "id": "3cb62d36"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, we define all the global parameters for our device and\n",
        "optimization."
      ],
      "id": "5019bdcc-7b4d-49fb-a074-19f8a663b605"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "wavelength = 1.5\n",
        "freq0 = td.C_0 / wavelength\n",
        "\n",
        "# frequency of measurement and source\n",
        "# note: we only optimize results at the central frequency for now.\n",
        "fwidth = freq0 / 10\n",
        "num_freqs = 1\n",
        "freqs = np.linspace(freq0 - fwidth / 2, freq0 + fwidth / 2, num_freqs)\n",
        "freqs = np.array([freq0])\n",
        "\n",
        "# define the discretization of the bend polygon in angle\n",
        "num_pts = 60\n",
        "angles = np.linspace(0, np.pi / 2, num_pts + 2)[1:-1]\n",
        "\n",
        "# refractive indices of waveguide and substrate (air above)\n",
        "n_wg = 2.0\n",
        "n_sub = 1.5\n",
        "\n",
        "# min space between waveguide and PML\n",
        "spc = 1 * wavelength\n",
        "\n",
        "# length of input and output straight waveguide sections\n",
        "t = 1 * wavelength\n",
        "\n",
        "# distance between PML and the mode source / mode monitor\n",
        "mode_spc = t / 2.0\n",
        "\n",
        "# height of waveguide core\n",
        "h = 0.7\n",
        "\n",
        "# minimum, starting, and maximum allowed thicknesses for the bend geometry\n",
        "wmin = 0.5\n",
        "wmid = 1.5\n",
        "wmax = 2.5\n",
        "\n",
        "# average radius of curvature of the bend\n",
        "radius = 6\n",
        "\n",
        "# minimum allowed radius of curvature of the polygon\n",
        "min_radius = 150e-3\n",
        "\n",
        "# name of the monitor measuring the transmission amplitudes for optimization\n",
        "monitor_name = \"mode\"\n",
        "\n",
        "# how many grid points per wavelength in the waveguide core material\n",
        "min_steps_per_wvl = 20\n",
        "\n",
        "# how many mode outputs to measure\n",
        "num_modes = 3\n",
        "mode_spec = td.ModeSpec(num_modes=num_modes)"
      ],
      "id": "3ec6e707"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Using all of these parameters, we can define the total simulation size."
      ],
      "id": "912763e9-d27c-4250-a0a4-ea2f8b5d0bf3"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "Lx = Ly = t + radius + abs(wmax - wmid) + spc\n",
        "Lz = spc + h + spc"
      ],
      "id": "6b00de8b"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Define parameterization\n",
        "\n",
        "Next we describe how the geometry looks as a function of our design\n",
        "parameters.\n",
        "\n",
        "At each angle on our bend discretization, we define a parameter that can\n",
        "range between `-inf` and `+inf` to control the thickness of that\n",
        "section. If that parameter is `-inf`, `0`, and `+inf`, the thickness of\n",
        "that section is `wmin`, `wmid`, and `wmax`, respectively.\n",
        "\n",
        "This gives us a smooth way to constrain our measurable parameter without\n",
        "needing to worry about it in the optimization."
      ],
      "id": "d78340c9-d8b1-4383-8a07-69b31b493561"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "def thickness(param: float) -> float:\n",
        "    \"\"\"thickness of a bend section as a function of a parameter in (-inf, +inf).\"\"\"\n",
        "    param_01 = (anp.tanh(param) + 1.0) / 2.0\n",
        "    return wmax * param_01 + wmin * (1 - param_01)"
      ],
      "id": "5af8699e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next we write a function to generate all of our bend polygon vertices\n",
        "given our array of design parameters. Note that we add extra vertices at\n",
        "the beginning and end of the bend that are **independent** of the\n",
        "parameters (static) and are only there to make it easier to connect the\n",
        "bend to the input and output waveguide sections."
      ],
      "id": "d0ffd8a6-e5a0-4248-9e9f-901d1a7ed52c"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_vertices(params: np.ndarray) -> list:\n",
        "    \"\"\"Make bend polygon vertices as a function of design parameters.\"\"\"\n",
        "    vertices = []\n",
        "    vertices.append((-Lx / 2 + 1e-2, -Ly / 2 + t + radius))\n",
        "    vertices.append((-Lx / 2 + t, -Ly / 2 + t + radius + wmid / 2))\n",
        "    for angle, param in zip(angles, params):\n",
        "        thickness_i = thickness(param)\n",
        "        radius_i = radius + thickness_i / 2.0\n",
        "        x = radius_i * np.sin(angle) - Lx / 2 + t\n",
        "        y = radius_i * np.cos(angle) - Ly / 2 + t\n",
        "        vertices.append((x, y))\n",
        "    vertices.append((-Lx / 2 + t + radius + wmid / 2, -Ly / 2 + t))\n",
        "    vertices.append((-Lx / 2 + t + radius, -Ly / 2 + 1e-2))\n",
        "    vertices.append((-Lx / 2 + t + radius - wmid / 2, -Ly / 2 + t))\n",
        "    for angle, param in zip(angles[::-1], params[::-1]):\n",
        "        thickness_i = thickness(param)\n",
        "        radius_i = radius - thickness_i / 2.0\n",
        "        x = radius_i * np.sin(angle) - Lx / 2 + t\n",
        "        y = radius_i * np.cos(angle) - Ly / 2 + t\n",
        "        vertices.append((x, y))\n",
        "    vertices.append((-Lx / 2 + t, -Ly / 2 + t + radius - wmid / 2))\n",
        "    return vertices"
      ],
      "id": "475187bb"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s try out our `make_vertices` function on a set of all `0`\n",
        "parameters, which should give the starting waveguide width of `wmid`\n",
        "across the bend."
      ],
      "id": "54f2dcee-7077-493c-b250-24dc3baf729c"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [],
      "source": [
        "params = np.zeros(num_pts)\n",
        "vertices = make_vertices(params)"
      ],
      "id": "03537f31"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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cIQKgJM7WfKFaBr36dpxqt6qlKTbu7Cn5HVfn7cgrgQiAkjpT84VqOmukGx3V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\n"
          }
        }
      ],
      "source": [
        "plt.scatter(*np.array(vertices).T)\n",
        "ax = plt.gca()\n",
        "ax.set_aspect(\"equal\")"
      ],
      "id": "c5d5c855"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Looks good, note again that the extra points on the ends are just to\n",
        "ensure a solid overlap with the in and out waveguides. At this time, the\n",
        "autograd differentiation does not handle polygons that extend outside of\n",
        "the simulation domain so we need to also ensure that all points are\n",
        "inside of the domain."
      ],
      "id": "05f81bad-15bb-425b-94c2-7633b6aeb86a"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_polyslab(params: np.ndarray) -> td.PolySlab:\n",
        "    \"\"\"Make a `tidy3d.PolySlab` for the bend given the design parameters.\"\"\"\n",
        "    vertices = make_vertices(params)\n",
        "    return td.PolySlab(vertices=vertices, slab_bounds=(-h / 2, h / 2), axis=2)"
      ],
      "id": "5b4bf466"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s visualize this as well."
      ],
      "id": "e97d16d9-df46-46bd-8f65-0ce8d941e5e4"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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ilylbwTRN7rjjDhYsWEBQUBCTJk2iVatWpXpveU3x0bBhQ//zbdu2nXA/e/fuLfbLlEaN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\nAABJRU5ErkJggg==\n"
          }
        }
      ],
      "source": [
        "polyslab = make_polyslab(params)\n",
        "ax = polyslab.plot(z=0)"
      ],
      "id": "4c9ffd26"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Keeping with this theme, we add a function to generate the structure\n",
        "itself."
      ],
      "id": "0911aa0d-b12d-4d99-b125-2f3564e3ff83"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_structure(params) -> td.Structure:\n",
        "    polyslab = make_polyslab(params)\n",
        "    medium = td.Medium(permittivity=n_wg**2)\n",
        "    return td.Structure(geometry=polyslab, medium=medium)"
      ],
      "id": "da680c7c"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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ilylbwTRN7rjjDhYsWEBQUBCTJk2iVatWpXpveU3x0bBhQ//zbdu2nXA/e/fuLfbLlEaN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\nAABJRU5ErkJggg==\n"
          }
        }
      ],
      "source": [
        "ring = make_structure(params)\n",
        "ax = ring.plot(z=0)"
      ],
      "id": "9438ff90"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, we define the other geometries, such as the input waveguide\n",
        "section, output waveguide section, and substrate."
      ],
      "id": "2214889b-7151-4275-bfd4-742f6b4f7c82"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [],
      "source": [
        "box_in = td.Box.from_bounds(\n",
        "    rmin=(-Lx / 2 - 1, -Ly / 2 + t + radius - wmid / 2, -h / 2),\n",
        "    rmax=(-Lx / 2 + t + 1e-3, -Ly / 2 + t + radius + wmid / 2, +h / 2),\n",
        ")\n",
        "box_out = td.Box.from_bounds(\n",
        "    rmin=(-Lx / 2 + t + radius - wmid / 2, -Ly / 2 - 1, -h / 2),\n",
        "    rmax=(-Lx / 2 + t + radius + wmid / 2, -Ly / 2 + t, +h / 2),\n",
        ")\n",
        "\n",
        "geo_sub = td.Box.from_bounds(\n",
        "    rmin=(-td.inf, -td.inf, -10000),\n",
        "    rmax=(+td.inf, +td.inf, -h / 2),\n",
        ")\n",
        "\n",
        "wg_in = td.Structure(geometry=box_in, medium=td.Medium(permittivity=n_wg**2))\n",
        "wg_out = td.Structure(geometry=box_out, medium=td.Medium(permittivity=n_wg**2))\n",
        "substrate = td.Structure(geometry=geo_sub, medium=td.Medium(permittivity=n_sub**2))"
      ],
      "id": "72325068"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Fabrication Constraints\n",
        "\n",
        "With the current parameterization, it is possible to generate structures\n",
        "with wildly varying radii of curvature which may be difficult to\n",
        "fabricate. To alleviate this, we introduce a minimum radius of curvature\n",
        "penalty transformation using the tidy3d `autograd` utilities. The\n",
        "penalty will take a set of vertices, compute the local radius of\n",
        "curvature using a quadratic Bezier curve, and return an average penalty\n",
        "function that depends on how much smaller the local radii are compared\n",
        "to a desired minimum radius."
      ],
      "id": "809b0504-b474-481a-8511-e452b666b697"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [],
      "source": [
        "from tidy3d.plugins.autograd import make_curvature_penalty\n",
        "\n",
        "penalty = make_curvature_penalty(min_radius)"
      ],
      "id": "7cc016d0"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We then wrap this penalty to look at only the inner and outer vertices\n",
        "independently and average the penalty from each."
      ],
      "id": "e018bbf8-0939-4e81-957d-020ae900c6c6"
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {},
      "outputs": [],
      "source": [
        "def eval_penalty(params):\n",
        "    \"\"\"Evaluate penalty on a set of params looking at radius of curvature.\"\"\"\n",
        "    vertices = make_vertices(params)\n",
        "    _vertices = anp.array(vertices)\n",
        "    vertices_top = _vertices[1 : num_pts + 3]  # select outer set of points along bend\n",
        "    vertices_bot = _vertices[num_pts + 4 :]  # select inner set of points along bend\n",
        "    penalty_top = penalty(vertices_top)\n",
        "    penalty_bot = penalty(vertices_bot)\n",
        "    return (penalty_top + penalty_bot) / 2.0"
      ],
      "id": "6a8cd56e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s try this out on our starting parameters. We see we get an autograd\n",
        "traced float that seems reasonably low given our smooth starting\n",
        "structure."
      ],
      "id": "663c266a-1ac2-4810-8b77-4739a07ddd75"
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/plain": [
              "np.float64(3.579734103732553e-23)"
            ]
          }
        }
      ],
      "source": [
        "eval_penalty(params)"
      ],
      "id": "65b303b5"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Define Simulation\n",
        "\n",
        "Now we define our sources, monitors, and simulation.\n",
        "\n",
        "We first define a mode source injected at the input waveguide."
      ],
      "id": "08c36eaf-edb9-4a22-ae52-306c41f1e300"
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {},
      "outputs": [],
      "source": [
        "mode_width = wmid + 2 * spc\n",
        "mode_height = Lz\n",
        "\n",
        "mode_src = td.ModeSource(\n",
        "    size=(0, mode_width, mode_height),\n",
        "    center=(-Lx / 2 + t / 2, -Ly / 2 + t + radius, 0),\n",
        "    direction=\"+\",\n",
        "    source_time=td.GaussianPulse(\n",
        "        freq0=freq0,\n",
        "        fwidth=fwidth,\n",
        "    ),\n",
        ")"
      ],
      "id": "f50f71da"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, we define monitors for storing:\n",
        "\n",
        "- The output mode amplitude at the central frequency.\n",
        "\n",
        "- The flux on the output plane (for reference).\n",
        "\n",
        "- The output mode amplitude across a frequency range (for examining the\n",
        "  transmission spectrum of our final device).\n",
        "\n",
        "- A field monitor to measure fields directly in the z-normal plane\n",
        "  intersecting the waveguide."
      ],
      "id": "b1ba7736-bd10-4fea-bfd3-8b6953409105"
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {},
      "outputs": [],
      "source": [
        "mode_mnt = td.ModeMonitor(\n",
        "    size=(mode_width, 0, mode_height),\n",
        "    center=(-Lx / 2 + t + radius, -Ly / 2 + t / 2, 0),\n",
        "    name=monitor_name,\n",
        "    freqs=[freq0],\n",
        "    mode_spec=mode_spec,\n",
        ")\n",
        "\n",
        "flux_mnt = td.FluxMonitor(\n",
        "    size=(mode_width, 0, mode_height),\n",
        "    center=(-Lx / 2 + t + radius, -Ly / 2 + t / 2, 0),\n",
        "    name=\"flux\",\n",
        "    freqs=[freq0],\n",
        ")\n",
        "\n",
        "mode_mnt_bb = td.ModeMonitor(\n",
        "    size=(mode_width, 0, mode_height),\n",
        "    center=(-Lx / 2 + t + radius, -Ly / 2 + t / 2, 0),\n",
        "    name=\"mode_bb\",\n",
        "    freqs=freqs.tolist(),\n",
        "    mode_spec=mode_spec,\n",
        ")\n",
        "\n",
        "fld_mnt = td.FieldMonitor(\n",
        "    size=(td.inf, td.inf, 0),\n",
        "    freqs=[freq0],\n",
        "    name=\"field\",\n",
        ")"
      ],
      "id": "aab2751b"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next we put everything together into a function that returns a\n",
        "`td.Simulation` given our parameters and an optional boolean specifying\n",
        "whether to include the field monitor (to save data when fields are not\n",
        "required)."
      ],
      "id": "0afa4fe4-6c35-4422-90bb-916508611d87"
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_sim(params, use_fld_mnt: bool = True) -> td.Simulation:\n",
        "    monitors = [mode_mnt_bb, flux_mnt]\n",
        "    if use_fld_mnt:\n",
        "        monitors += [fld_mnt]\n",
        "    ring = make_structure(params)\n",
        "    return td.Simulation(\n",
        "        size=(Lx, Ly, Lz),\n",
        "        structures=[substrate, wg_in, wg_out, ring],\n",
        "        sources=[mode_src],\n",
        "        grid_spec=td.GridSpec.auto(min_steps_per_wvl=min_steps_per_wvl, wavelength=td.C_0 / freq0),\n",
        "        boundary_spec=td.BoundarySpec.pml(x=True, y=True, z=True),\n",
        "        monitors=monitors + [mode_mnt],\n",
        "        run_time=10 / fwidth,\n",
        "    )"
      ],
      "id": "7f82be22"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s try it out and plot our simulation."
      ],
      "id": "f229370a-a834-4dad-8bf8-6afe4323a9cf"
    },
    {
      "cell_type": "code",
      "execution_count": 19,
      "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\">13:43:35 UTC </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Structure: simulation.structures</span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">]</span><span style=\"color: #800000; text-decoration-color: #800000\"> </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">(</span><span style=\"color: #800000; text-decoration-color: #800000\">no `name` was        </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">specified</span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">)</span><span style=\"color: #800000; text-decoration-color: #800000\"> was detected as being less than half of a central       </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">wavelength from a PML on side x-min. The structure will be         </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">automatically extruded to the end of the PML region to ensure      </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">translational invariance.                                          </span>\n",
              "</pre>"
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        {
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          "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\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Suppressed </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span><span style=\"color: #800000; text-decoration-color: #800000\"> WARNING message.                             </span>\n",
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        {
          "output_type": "display_data",
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UpUsXPfTQQ5a23VgLFizQ2WefrWAwKKfTqddff11dunSp\ncX2Hw6H9999fd911l2bPnq2lS5fK4/GotLRUGzZs0FtvvRV26l2v16uxY8cqLy+vSf3csGGDeb9T\np05NaqupzjrrLPN019WpeCRr//79w47urKxHjx5KSUmRVH5mhfoIfXlACn9dADQvFEVhGbfbzYQg\nAACIaxREAQDNRcXTuFa81lpTDRw4sNbHV65cad4fOnRone1lZ2erX79+5vKKFSvCHj/xxBN1+umn\nSyo/Ymn48OHKycnRySefrPHjx2v27Nnau3dvrduwoo36smJbFY9aGj9+vFwul1wulxISEswfp9Np\n/jgcDl199dXmc3bu3BnWXqTeC1ax+j1TWeiIzNq0atXKvG/FEWDLli3TXXfdpWOPPVadO3dWWlpa\nletmvvXWW+b6+fn5Td5mU4wYMcI8bXBJSYn5Hjr99NN12WWX2dm1Jnvrrbf03nvvSSq/1qSd18QM\nWbBggUaNGqW9e/fK6XTq5Zdf1gknnFDrcxISErR48WKNHz9exx9/vPbbbz+1atVKSUlJ2meffTR2\n7FjNmjVLL7/8svklAI/HY54itrEqjn3sfu3qOrVwRkaGeb8+R8OH1q/vPl+x/YqvC4DmhaIoLOHz\n+TiaEwAAxDUKogCA5qTi0UG5ubmWtdu6detaH9+9e7d5v+JRNbWpePRRdcWht956S0888YR5FFVe\nXp4+/PBD3XPPPRo1apTatm2rc889V7///nuN27Cijfpq6rYq/tsFg0EFAgEFAgEFg0Hzp+JRdZVV\nnuCP1HvBKpF4z1RUn9NGVzy1blOOIg4EArrmmmvUv39/3XfffZozZ462bNlSZyE8dE1JO913331h\np3zOzs7Wiy++aGOPqurQoUOV4nLFn4qnVpbK3xt/+9vfJJUf5V7xSEq7zJ07V8cff7z27Nkjp9Op\nV155pc4j8BviwgsvDPuSxPvvv9+k9kLXNpbKD4ixU137csX9uCH7fX33+YqnkC4tLa3XcwDEHoqi\nsEQgELC7CwAAABFDQRQAgHK1nbpQalxBqeJzqrvuo9Pp1DXXXKO1a9fqp59+0hNPPKFzzz3XPM1q\nSUmJpk6dqoEDB+rVV1+tsd9NbaO+mrotv9/fpO1H6tTAkRKJ94xd/vrXv+rJJ59UMBhs0PMaun4k\nvPDCC2GnEc3Pz9c333xjY4+a7vrrr9f27dvVvn1789qddvroo490wgknqLCwUAkJCXrttdd0/vnn\nW76dv/zlL+b9FStWNGnetmIh0Ov1NqlfzV3FQmjo1LsAmh+KogAAAEAtKIgCAJqjNm3amPc3bdoU\nte1mZ2eb97du3Vqv51Rcr7YjUR0Ohw4++GBdc801ev3117V27VotW7ZM1113nRwOh3w+ny699FKt\nWrUqom3UV2O3VfHf7pVXXmnw9Rjvv//+GtuL5nuhviL5nommVatW6fnnnzeXTzzxRE2dOlW///67\n8vLyVFpaGvbvdPbZZ9vY23C//fabbrzxRknhReaLLrpI27Ztq/P5u3btqvUIzob+WHWa1tmzZ0uS\ntm/frjZt2tS4vYsuush8zvz588Meq0/++pg6dapOO+00lZaWKjExUdOmTdM555xjSduVde7c2bwf\nDAa1Z8+eRreVlZVl3o/EEc1N/RJINFXMX/F1AdC8UBQFAAAAakBBFADQXPXv39+8//nnn0dtuxWv\n+Vafo8x2794dds3L+lz/saI+ffpo4sSJuvLKKyWVT7BPnz496m1Yua2+ffua9+fPn9/kbVr5XojE\nUZnRfs9EyqxZs8wjWM8991zNmDFD48aNU79+/ZSdnR12xJ0kbdy4sc42o3EUbGlpqcaNG2ceBXf7\n7bdr3LhxksqvT3vBBRfEzNHH27Zta9AXAmLFM888o/POO09+v19ut1tvvfWWzjzzzIhtb/PmzeZ9\np9MZds3chtp3333N+1u2bGnQc+s6bfTOnTub1dkHK34Zo+LrAqB5oSgKAAAAVIOCKACgORsxYoR5\n/9///rdKSkqist2hQ4ea92fMmFFn4ef55583J8W7du0adoRTQwwZMsS8v2bNGtvasGJbxx13nHl/\n2rRpDS5EVFbxvfD555/rxx9/bHRbkTiVpl3vGatVLJgcf/zxta67du1afffdd3W2GY1Tl9500036\n7bffJEmDBg3S+PHj9dxzz6lbt26SpE8//VSPPfZYRLbdEjz44IO6+uqrZRiGkpOT9f777+uUU06J\n6DYnT55s3u/Zs6cSEhIa3VbFL2k09HPxl19+qfXxTz/9tFF9ssOWLVvM66vuu+++Sk1NtblHABqL\noigAAABQCQVRAEBzd+GFF5qTtmvWrNF5550Xdj20SDn88MPVp08fSeVFnAsuuKDGguz333+v++67\nL6zPlV199dV677336jxSbc6cOeb9zMxMy9uoLyu21b9/fx199NGSpKKiIp1yyilh13qsyVdffaXz\nzjuvyu/79u2r4cOHSyq/Fuef//xnrV69us72qlPxVLWNbaMyq98zdqn4t2LFf9/K9uzZo3POOade\npw2NxOtd0Ycffqinn35akpSRkaGpU6fK5XIpMzNTU6ZMkcvlkiTdcccd+umnn2psp23btg0+zXNt\nP0VFRZbkq+vI0tDPyy+/bD5nyJAhYY916NCh0du/5ZZbdOedd0qSUlNTzWuKRtLrr7+up556ylxu\nagH2kEMOMe+Hiuf1NWHChBr/39mzZ4/Gjx9vLsfCdXVrs2jRIvP+oYceamNPADQVRVEAAACgAgqi\nAIB4kJOTozvuuMNcfvfddzVgwAD95z//0erVq1VWVqaCggItW7ZMH330ka666qqwIxQby+Fw6K67\n7jKX586dq0GDBumdd95RXl6evF6vVq1apfvuu0/HHHOMeXrFnJwcXX311VXaW758uU4//XT17t1b\n9913n+bPn6+8vDz5fD5t375dc+bM0bhx4/TSSy+ZzznmmGMsb6O+rNrWhAkTlJycLEn68ccf1bdv\nX911111asGCBPB6P/H6/8vPz9eOPP2rixIk69NBDNWzYsBqPAn3kkUfkdrsllR+lePDBB+vvf/+7\nfv75ZxUWFqq0tFRr167V119/rfHjx+uQQw6ptghX8VS8kydP1qxZs5p8nUGr3zN2GTx4sHn/1Vdf\n1cUXX6wffvhBe/bsMTM89dRTOuCAA7RgwYJ6tRmJ1ztk69atuvjii83lZ555Rt27dzeXBw8ebP67\n+Hw+nXPOOSouLrZk281ZUVFR2DVH586dW2UdwzB05ZVX6tFHH5VUXnCeNWuWjj322EZvt3v37rr0\n0ks1depU/fTTT1q/fr2Ki4vl9Xq1adMmvfvuuxozZozOP/9880jqzMxM3XTTTY3eplR+pGlubq4k\nacmSJQ0qWC9cuFBHHXWUZsyYod27d8vv92vr1q2aMmWKDjvsMK1YscJcd9euXfr555+b1NdIqrjP\nNvb/BwCxwWV3BwAAAIBYQUEUABBP7rjjDv3yyy965513JJUX7C6//PIa1w8drddU55xzjj755BO9\n+uqrkqTFixdr7NixNa6fmJioV199VW3btq1xnVWrVumuu+4KK55VZ9iwYRo9enTE2qivpm7r4IMP\n1iuvvKLzzz9fPp9P+fn5uu+++8KOkmyIww47TE8//bQuv/xyBYNBFRQU6IEHHtADDzxQ43OqO9r1\n8MMPV7t27bRjxw7t2rWr2qPe3nvvPZ166qkN6l8k3jPRNnz4cB166KFmYfrll18OOwKxou7du6t3\n796aNWtWrW1G6vU2DEPnn3++du3aJan8GqjVHWV855136tNPP9XXX3+tFStW6G9/+5smTZrUoG21\nROvXr9dzzz1nLhcWFuqoo46q13NPOeUUvf/++1V+v3btWr300kthX6iojdvt1ptvvql27drVa/3a\nnHDCCXrhhRfk9/s1f/58jRw5sl7PGz58uObOnasxY8ZU+/h+++2nfffdV5988okMwzCPSt24caNZ\niI0VX375pXk/0kf7AogsjhQFAAAAREEUABB/HA6H3nzzTd1xxx3mUYLRMmnSJN100011Xsuuffv2\nmjFjRo2TzM8++6zOOussOZ11T2GddNJJ+uCDD6qsa0Ub9WXlts466yx98cUX6tWrV722fcwxx2jq\n1Kk1Pn7ppZfqvffea9LpQF0ul5544okmXaOwJla9Z+zicDj09ttv1/nvtf/+++vjjz9WmzZt6mwz\nUq/3I488os8//1yS1K1bNz3zzDPVrud0OjVlyhRlZWVJKi/0vvnmm5b2Bdbr37+/vv7663oXL+ty\n9tlnm/c//PDDej/vkUce0X777VftYzk5OXrjjTeqLcbHmt27d2vevHmSyr9gUvGIagDND0VRAAAA\ntHgURAEA8crpdOqBBx7QihUr9I9//MM88iwxMVFt27ZV//79dfLJJ+u5554ziyRWbffRRx/V4sWL\ndf311+vAAw9UVlaWEhMT1aFDBx177LGaOHGiVq1aVetpe3v16qU33nhDa9as0fjx43XkkUeqTZs2\n5nUPDzjgAF166aX64osv9MEHH1R7LVAr2qgvq7c1ZMgQLVu2TG+99Zb+8pe/qE+fPubrmJOToyOO\nOEK33nqrFi9erM8//1wHH3xwre2dfPLJWr16tZ555hmNHj1aubm5Sk5OVkZGhnr27Knhw4dr/Pjx\n+vnnn9WzZ89q2zj77LP1zTff6IILLlCvXr3Ma9c2lVXvGTt16dJFP//8s/75z3/qT3/6kzIzM+V2\nu9W5c2eNGDFCzz33nH788ccGHZVt9ev9ww8/6B//+Iek8qLr1KlTa30f7rPPPnrhhRfM5csvv1zr\n169vUh/QcOvWrdNrr72myy67TIcffri6d++u9PR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oiiJqavtgkOL3AwEAALRcKSkpKisr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          }
        }
      ],
      "source": [
        "sim = make_sim(params)\n",
        "\n",
        "f, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
        "ax = sim.plot(z=0.01, ax=ax1)\n",
        "ax = sim.plot(x=-Lx / 2 + t / 2, ax=ax2)"
      ],
      "id": "992cfe09"
    },
    {
      "cell_type": "code",
      "execution_count": 20,
      "metadata": {},
      "outputs": [],
      "source": [
        "# let's turn off warnings because we know this ring is intersecting with our waveguide ports.\n",
        "td.config.logging.level = \"ERROR\""
      ],
      "id": "eac8bc08"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Select the desired waveguide mode\n",
        "\n",
        "Next, we use the\n",
        "[ModeSolver](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.mode.ModeSolver.html)\n",
        "to solve and select the `mode_index` that gives us the proper injected\n",
        "and measured modes. We plot all of the fields for the first 3 modes and\n",
        "see that the TE0 mode is `mode_index=0`."
      ],
      "id": "dd2ffba8-74ed-49b5-85cd-7ec8be00863e"
    },
    {
      "cell_type": "code",
      "execution_count": 21,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Effective index of computed modes:  [[1.8017351  1.75389028 1.61170201]]"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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ojveVlssHaCPBDsVlmqeNV7W5FgS9cHq4Z37aJws1g0WMI8kKeZMDAIAIMGDcKQIUMqjHnhhRcw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\n1ZKprgAAAADig+nRDX7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r1q3T7t27lZqaqurVq6tF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jygBwTuJp7L5cJvv/2Gs2fPwm63o0mTJmjRokWZrYeIiIiIiIjIX0OGDEG9evXQv39/XL58OdjN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w4ckNPpVHp6uipUqGBty59LtGvXrshYcXFxuuCCC7R48WJJufle/jbkj1fUjWmS1KZNG4WH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\noEePHuaqVausf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i6FW/Hj3m+V48XsFHRIrTTjut5ubGhx56CI888ghcLhcAYO3atTj77LOxZs0aAMBjjz2G\nlJQUpY4PP/ywJt97++23lc9/++03nHnmmXj55Zfxxx9/oKysrOazrVu34vHHH8exxx6L8vJyGIaB\nZ555RrucWLSViIiIiKIXv3wv2WtGTZUl2Q1orPr06YN33nkHY8aMwZo1azBgwACkpKTA7/cjGAwC\nADp06IAvvvgCdrtdW0dxcTEKCwtrbsaUbdq0CR999BGee+45AIBhGMjIyIDL5apZBgAcc8wxmDZt\nGhwOR9zaSkREREREdKAYP348/vrrLzz//POYNm0apk2bhtTUVFRUVNTEnHbaaXj++ee18weDQRQW\nFgKAcIFub0uXLsX//vc//N///R8AwGq1wuFwKPFXX311xOXEoq1EREREREQHkqlTp+LUU0/F4sWL\nMWHCBNx7771wOBw1ryA3DAMPPfQQLrzwQu38Ho+nJt+rrKxUPvf5fPjyyy/x5Zdf1pQ5HA4YhiG8\n5tzpdGLy5MkYMWJE3NpKRERERERNF0farMXIkSOxfPlyXHzxxWjWrBk8Hg9CoRA6d+6Mf/3rX1i1\nahU6d+7c4PqfeOIJvPTSSxgyZAjat28Pq9WK0tJSBINB5Obm4txzz8XHH3+MH374Aa1bt05qW4mI\niIhoD7NhxOUfESXO5MmT8fnnn+Pkk0+Gw+FARUUFrFYrjjrqKLz88sv48ssv9+mht2+++Qb//ve/\ncfzxx6Nly5YIBoMoKyuDYRg46KCDMHbsWPz000+YMmUKLJban6eMd1uJiIiIqFp8cj2OtEmUOBkZ\nGViwYAGeeuop9OrVCyaTCW63G6mpqTj77LMxd+5c3HvvvQ2u/5BDDsFXX32FW265Bb1790Z2djYq\nKyvhdrths9lw5JFH4p577sEff/wR8c0MiWorEREREe1hitO1PWZ71FAcabMOhxxyCN59910AgNvt\nhtVqhdVqjWren376CYFAACaT/t7Ytm3b4pprrsE111xTU1ZWVgaHwxH1MmLVVmokwqHkLuufVzbW\nFmPIZbp6QuLoskZQGm02FITMCPpqnQYAw+8VF+1xqYsuLxGmg6WFakxxvjDt3rVbiXHvKBLr8asj\n5pqt4k+oNcMpTKdkpSvz2JtlCtOm7FwlxpLjEaaNZq2UGMMiXpQP29T9EJT2pzcQVmJcfnG+Irdf\niSmqFMvKvOK2KPep26bSJ+5jX0DTvpDYHrNJ7c7YLOLvp8NmVmLSbeJ+yLCrf9qaOcTfwmZO9bfR\nJJ08t5mk7aX5KTcC0nHrrVBiwkU7hOlA4U4lRj4mvUWlSoynpFyY9pe5lRj5OJWPUQBwtmomTDta\nZCsxlpbtlbKqhup/o0wZzbTlYSPCsyGacuV3oo46lN+i6nj9EhH5OZUIv7uR2l4fkX7TY1E3JV31\nKw9iiRfxmpZLL70Uv/32G95991306NEj2c2hBjrnnHNwzjnnAADKy8uRlpYW1XexdevWKCgoAICI\nN0seccQROOKIIzBhwgQAVaNzulwupKenR8wR49FWatzkFKyhQnVUFKPFaOuRuvVKHgIAQalbFJBn\nAuCXynxBNcYnVVTuFfOOUq/ap3RJ+YpVk3c4rWKe4dHkLy4px5HrBYCiCjE/KNXkV26pnkq/mh/L\nuZJMzpMAwCGtQ3qKJi9KswnTOU6bEiOXNdflTlJ+ZTNHcYSF1O1l8kk5fbmYmweKC5R5glLuFCgp\nUmK8cu5U4VFigh5xX4U0+1NmmNXtbk4Rt5clRd2mtoxUcTpTPFdgpGYo85icUoxVrTfsFUf+CgfU\n482kqztC/mZK15eH1EVHzGkaVV7HvIsaqPp1efGol5LP5XLhhBNOQHp6OubNm5fs5lAcWSwW3HLL\nLbjlllsQCoXgdruRlpYW1bwXXXQRzj77bADQzmO1WnHqqafi1FNPrSnzeDwIBAJRLyNWbSWKWhTX\nH+W+mbavJpdp+qBhn9j/DrjVEWu9JWIuULa1XIlZWqzOlywuTY64tFhcz42a/K9LobgOeVkpSkxq\nrlMpkzmyxfksDjXfM0vXz8xSjmiYG9Yb0eVBDRGWTwxoY8RMIKSZJyhd1/S7xNzOW6ZeX5aV71Cv\nL+8sEffnXxVqPQVeNX9vbNbtUq9Ttssv0cYG3GquDAAWv3osA0A4wjXCSNcOE3rfQx0iXq+kA068\n8j1mfNRQvGmzHpzOujtNe8vKyqr3MjIy1JOpDVHfthIRERERUfRWrFiB1atXo6hIvVmEmqb0dPWB\nm0hMJhOaN29er/rNZjMyMzPrDoxCfdpKRERERERV3G43li9fjpQU9aYZ2n+ZTKZ63QRpt9vr/SaD\nWB1T9W0rERERERFFb+7cubjzzjsxePBgTJo0KdnN4U2bRERERET1ZTZV/Yt1ndQ0+P1+/P333wCA\nVatW4dhjj01yi4iIiIiIKCaM+ORmmoGeKQnWrl0LoGpUxHXr1qFr165JbhERERERESWKEad8jy/E\najp27tyJ5cuXo1Ur9W23ycBLw0RERERERFEKh8P4z3/+A5er6jU6kyZNwh9//JHkVhEREREREVFt\n3G43Jk6cWDN9yy23oKSkJHkNIiIiIiIiooSqfpBv9erVCIfDSW4NR9okIiIiIqo3wwBMMX50jk/i\nNQ5erxczZszAokWLkJ+fD6/XK3y2Zs0abNmyBTabDaeffjo+//xz9OzZEz179kT79u1hs9lq4m02\nG7KysnDYYYdh+PDhyMvLS8YqERERERFRlAzEPtcDAIMJX9zl5+fjww8/xKpVq1BSUoJAIFDzWVlZ\nGX7++WeUlpaiX79+2LVrF2bPno28vDwcfvjhaNGiBSyWqstlhmEgJSUFubm56N+/P4YOHQqHw5Gs\n1SIiIiIiohgxDCMu+R41DX///Tdee+01AMCmTZvw73//G/fccw/MZnPS2sSbNomIiIiI6skwYn+T\nJdPE5PN4PDjmmGPwyy+/1Bl744034qqrrsLChQuxe/durFmzBmvWrIkYP2HCBPzvf//DMcccE8sm\nExERERFRjPEaXtOzZs0aHHfccSguLq41zmw24//+7//gcrkwevRoeL1eLFmypNZ5Dj74YCxatAjZ\n2dmxbDIRERERESWYgfjke0whG4fVq1dj5syZWL9+PVwuF0KhEAAgFAqhoKAAy5YtQyAQwPDhwzFt\n2jTcd999eOaZZ3DYYYchMzOz5mFLk8mE1NRUtGvXDoMHD8bgwYPj1uaE37S5Y8cO5Ofno6CgAB6P\nBy1atECLFi3Qtm1bYVQaIoqeEQ7VHRRNTEPo6g2Fao0xQgEo5LKAX12Ur1KcpaJMraZcPDEXKs5X\nYlxbdgrTxX9uUWK2L92mtlFiz7AL087m4hPXqbnpyjypbVoI0+ntvUqMYTIJ0xZHqhqTotYtC0qj\nOXuC6r4qcovbeYdLbc8uqaygTJzOL1fncXnEet2+oNq+kNhAs0ntzjht4lMNaSlWJSY3XdwPLaT9\nAgBezbrLbGZx+c6wuB90x7oRlI7TSvWYDErHoH+neryVb94lTFdsK1BiKvLLhWn37kolxlum7gtZ\n66PaCNPZ3dTvY7rmmAMAw56iL48Ub47wd92kdj/CpghPsET67YpUbpj05UREUZg6dWrNDZu5ubno\n1q0b7PY9f1csFgvy8vJw8sknY/To0TAMA8uWLcObb76JX3/9FeXl5QgG9/zNCwQC2LZtG9avX4/y\n8nLcfffd+P777xO+XokSDAaxdevWmnzPbDajRYsWyM3NRZs2bTi6EFEjI3XHta+DkWN05Pl0b5UJ\nSoXyNAAEpIXJ0wBQ7hXzimIp78jX5DO/7RD70R2aO5WYbjlif7bSr+YvBRVi3VuL1P74zlKxrNDl\nU2I8lWKbfV51WWFp3eVpk0Xt89odYh/b6dDkThlif75ttjpqmKeZun1kTqtZmq67D24E1G1heCuE\n6UCxmAcFdm5W5nHv2CVNFykxlYWlwrSv3KPEeEvF/Rn0a/I9KUc0aXJWa5qY88jnCQDAniXm787c\nLHE6Tz1urdJ5AV0u5tu+SZh2afLIzIM6KGUWk35/GVZ9/mZo8jddTgc0jbwu0jm0MHNJoiZt4sSJ\nNTdsdu3aFW3atKkZLcUwDNjtdnTs2BEXXnghBg4cCABo3749pk2bhr/++guVlZVCn8bj8WDdunXI\nz8/H2rVrMXnyZNx3332JX7FGxO12Y9u2bSgoKEBhYSHS0tLQokUL5OXloXnz5sluHlGTpOt/RHW9\nLxpy3VH0deT2xOosTli+Zggg5BfzoqDmGpIvmoQ0QQ7PVPvjnXPF3CmrQ6YSkyrFOJqr1/asTjEv\ns6SqyzLbxP63yar2xw2ztP8i9PvjwSSNUBYKqvuzIXTHTli63idPBzxq7hmUynzlFUpM+2KxrGe+\nGlO6Scw11+9QY1aWqvlnIum+N0HNOQ5A3XY1QhH2X6Ty/RHzQ6Im56233sIVV1xRc6NmJC1btsRT\nTz2F7OxsvPLKKygqKsJ3330XMf7RRx/FqFGj8P7778e6yQAScNNmSUkJZsyYgblz52L+/PnYvn27\nNi4lJQVHH300Bg0ahCFDhqB3797xbhoRERERUYOYYMAU42fnYl0f1d8PP/wAABg1ahTeffddmKI4\nudmhQwc88MADtcZ8/vnnGDJkCBYuXAifz7dfPaz2119/YcaMGZg/fz4WLFiA8vJybVxOTg6OP/54\nnHDCCRg+fDhatWqV4JYSEREREUUnHrkZL/vGV3Uu9+qrr2LcuHFRzXPMMcfU+iaEcDiMW265Bc8+\n+yzmzZt3QN60uWDBAsyePRvz58+vGZVGp0uXLhg0aBAGDx7M18kTERERUaPGa3H7n1AohH/9618I\nhUKwWCw47LDDkJ2dXTOQiGEYSEtLwyGHHIJx48ahbdu2eOmll3DiiSdizpw52L59O/x+f82DfOFw\nGOXl5fjtt99QUVGBqVOn4vrrr4/Lm/TidtPmzz//jBdffBEffPAB3G53nfEejwfz5s3DvHnz8MAD\nD2DAgAG49tprMXLkSGF0GyKiRPrTrT4lVc1qiE9mpZjFJwMdhnoSSz5d5dQ8bWZ1SSNQFqtPhYUz\npBFFnc2UmIqQ+BNf6lPbU+gWy3a71WUVSWXFFf5aPweASq9YryegPtEQzUibHmkEmUq7+mcr6BRv\nfPGkqiPKVEgxZU71ZpndTrHuTOnJxVSTuv1MbnFUF6NMHdk1WCA+rOAv2KHEuHeK9VQWqK9yqiwW\n/5Z6NKPF+N3qCLUA0M2pHwmTiIhEmzZVjVg1evToqG7YjNa5556LVq1aYceOHdiyZQu6dOkSs7qT\nIRQK4b///S9efPFFfP3119rR+WSFhYWYOXMmZs6cidtuuw3nnXcerr32Wpx00kkJaDERkd6WP1YD\nAIwsMVMr96h9/93SCJn5mtEziqSRPssq1f65V8qV/D7d2yvk0UvFaXkEFQDw2cWRTfya3MmcJp5f\nM+9Wz7eFpBFkKlPV3Mkl1ZNpV0dXzLBLb5CoKFRiTFJZcLeYOwULxbdkAIBnd5E0XarGlLiE6YAm\nZ/VJo6CGApq/ZSZ5pE01xOIX80+bT91eVq907sAnTVeqI21aisUyU5q6nr6tVdvriE6t1YYRER1A\ngsEgtm3bBpPJhIsvvjhm9RqGgauuugrPPvssNm7cGLN6G7vy8nK8++67eOmll/Drr79GNc9ff/2F\nv/76C2+88Qays7MxZswYXHvttejWrVucW0tEpFeAut9KVh+bNQMMBqWUML1MTRhSLGJOmBJSc0RL\nipSnpah5mkl624HJouZgSp6YwDfexGukTd2rPJSRNqX8OehVt3HQJ5YF3OqbM3xlYplbk/O7POJ1\nuq3yQYDYH3stwPtkiIjqsm7dOuzcuRN2ux0rVqxA9+7d65zHZDLhwgsvxIUXXhgxxuVyYfDgwViy\nZAnmzZvXNG7a3LBhA+666y5Mnz69pswwDHTv3h0DBgzAoYceimbNmiEnJwd2ux2FhYUoKirC5s2b\n8dNPP2H58uWoqKjATz/9hJ9++gn3338/Jk2ahBEjRsS6qUREREREDWIYsT/vxTdHJ19FRdXDGvF4\ntVvLli2xY8eOiCNRNhXz5s3DrbfeihUrVtSU2e129O7dG0cffTQ6d+5ck+8Fg0EUFRWhsLAQa9eu\nxaJFi/Drr78iEAhg+vTpmD59OgYNGoSnn34aRxxxRPJWioiIiIhoL3HJzZjvxY3b7UY4HEZaWhpS\nUtRXyu6Lli1bAkCTz+OiEQwG8dprr+G+++5Dfv6eB9OzsrLQr18/9O/fH61bt0azZs2QnZ2NiooK\nFBUVYffu3VixYgUWLVqEjRs3ori4GM888wwmT56MsWPH4uGHH67ZjkREREREyWQgPvke073kqh6Q\npV+/flHdsBmttLQ0jB49GkuWLInbg3wxvWnzkUcewYMPPgifzweTyYQTTjgBl1xyCc477zxkZWVF\nVUcwGMSiRYvw3nvv4eOPP8bGjRsxcuRIPPfcc/jkk0+Qm5sbyyYTUX2FNaOASAw5Rn4SSlOHEQxI\n0+pIGCGv+JRT2KOO4htylQjTlQVFSoxrW4EwXbh2txKzbmPVKBabA1VPSdnN6p/aNGkUSGe52Oag\nV/+6mL2Z7eqokOb0TGHaFOG1M3sLm9Sfc480Yku5V32yrUAaCWZLifp02bYS8UmxXdLTZZUV6r4K\nRDF6jDJajKaHZLVJo7NoRotxSCO/tMxUT862yRLL5CfvAMAm7WO7NIyKw6HuK/m5ybBmX4Wk49Rb\nrJ7klUfWdO0oU2Iq8sV63MWap/ykEU29war1NCx72mXPEJ/KszjUkWBScjKVMgAwnBnaclOkcpv+\nVUjhkOaYDkd4VXAowm+OoS9Xfn+qqzf2fcS8eNZNRI3DmWeeiR49esQl5zjvvPNw+OGHR50XNTY+\nnw/Dhw/H559/DgBwOp0477zzcOmll+LEE0+M+pXvFRUV+PLLL/Huu+/iyy+/xHfffYe+ffti3Lhx\nePnll+O5CkT7jVAUo9vWHREduR5NNxpyD0kXIzc5qOlWyWVuv5q/uKS3B5RKI2LuKldHtNhZKuY4\nuXv1h73/9J8DUqPlUTUBYEuh2B/fXKjmo+4yOVdS6/F5xDK/R83BQgH9CPrVzFY157FIb6lJ0byB\nwJUu5m7lHnU58vFl0bwRIU0a5SXNGkV/WJMDhCrE3ChYKubmlbvUXN21VczntbnTbikHK1Fzp0op\nP/bqDlyJVXMG3im9ocGeof49dDQT86LUXHEkUN1IMPK7Eqwp6tsTQv+MFhP0VO3Xynz1jQ0pWelK\nmSk9SykDasnr7Jq3f4TU46uqURFONTeivC5mIp0fa0xtJDpAmM1mjBkzBk6nM+Z1OxyOuNXdmKxd\nuxbDhg3DmjVrAACtWrXCqFGjMHr0aPTu3Vt73lZn586dmDZtGt577z0sWbIEr776Kj788EM8++yz\nuPzyy+O5ChQH4Rjd0WBEkb/sl3R9giiur0VVj5yFxWkT6/peylFhUkd8VObRDFlvsor9SUuK2o/M\nlvKOymDd18qi0TZFXHbPjur1kJyDsoVpZ16OEmPPThOmbRlqn91kk3I3i6YfLW0fk0PtwyvCmpEs\nDXPdMY2dvA4NqkI93oIu9c0FCp94PiHkU/NIX5n4dsZOxS4lps9O8Y0ShevVPO23jWJ7tmpy84bK\n1OTnZqt+u+q2FYDI3+uI5RHqiZQb6eIjxTK/SopY9QGIEiXeA7IA8XuQL6Y3bX7yyScwDAM33ngj\n7rjjDrRr167edZjNZgwcOBADBw7Ec889h48++ggPPfQQfvzxR2zevJk3bRIRERFR0pkM5Y2Z+4x5\ncPLdf//9TbLuRHC73fj888+Rl5eHu+++G1dccQXS0tLqnlGSmpqKCy64ABdccAEKCwsxefJkPPPM\nM/joo4940yYRERERJZ2B2Od61fVSfDidTrz11ltNru7GZPXq1VizZg2OPPJI3H///TjrrLNgNtf/\nxpm8vDzceOONuPHGG/HHH3/gkUcewdSpUzF79mzetElERERESWfE4dpeVcVxqJOi1q5dO4wZMwZH\nHXVUzOvu0qVL3OoGYnzT5mWXXYahQ4eiTZs2ManPZrPhkksuwahRo/DOO+8gOzu77pmIiIiIiOKM\nr0enA43VasUTTzyB6667Dg6HfiTl+srJycEDDzyAm2++Ga+88kpM6iQiIiIi2idxyPUA5nvUuLVv\n3x6ffPIJhg4dGrM6u3fvjnfeeQcTJkzAwoULY1YvEREREdG+YG62/+nbt2/cHraLZ91AjG/avOGG\nG2JZXQ2z2cyn8IiIiIiIiJIkNTUVt912W1zqzs7Oxl133RWXuomIiIiIiKh2/fr1i1vdBx98MA4+\n+OC41U9ERERERNRUxfSmTSKqp3AoicsOa8rE9hjRtK8hMaGAGhMKirME/Go1Hrc4S0WZEhOsKBem\nPYVqTPm2YmG6dFOpEvN7uRcAsCvsAwDYTSYlJsMiluUGxfUMBdVtbLaLP7u2TLcS46h0iQVBzfaC\nuGxdhFdqT1Gluk13urzC9MbdFWrM7kph2lXqEabd5eI0APhdJWL7AmpMOCC22rCof5IslhRh2pqW\npcQ408UYX6W6NfwB8fiyWtT96bCJr/xJl6aDYXUei7QftPvKK24/X7m6zyuLxLKKfDWmcLdYlu8J\nKjFlAXGfe0NV0+69Hhlqs6FEiEltmarUk95O/U4AgDVHPT4AIOxT9y8AIODVFhtWu1qo+10AAJP+\nVUyaX7DaRfqtMur/qqd9FrEt6jFGjZcJBkwxft9BrOujxiEcDsPgo5tEBH0KlighXfonNUgXU9c8\nVWXidFATI5fpYvwhqS8bUPtMbr/YBy71ijlOfpna/9xVIvZVS3P2zOPyVPVBPdKyCsvVerYVi/3x\n8iK1z15eLPb9K4vzlRhveaEw7ZfzPwAhbQ64h9mi9qetqenCdEp6cyXG10wsC2m2sdUs/s1KS1Hz\ntGYOqzAdiObgDmpy/Eoxfw+UiHlIxc4iZZ7SLSXCdNkWNeeXj4NCn5o7lUvr7gnWfW7Dqnl/VppF\n3Fc5bnU9W5aI7Ql4xfYYZk2u6RD3sSVLzcX8FVXHtq+s6jNPYbkS4ylRy+yacykAEPLo8z3DoeaM\nhuYYBACYI2zHCDlQuL7nxSLG63Ip5l3UcPHIzQzmewkXCoXg9/tht0f4zSKihAjH6JyIkcyEqrHT\n9W/kfpMmJiyVGXKMrl55HqtVDbGJ12zMKTYlxpoqxtgz1d/qNg4xF9nuqT1PitZWj9hnT9uq9pnl\nBNlXofbznc3ThGlbZpoSI6+nyabmV2arWGZY1DzIiOJdvuFoknpZKInXqTXXXWXRrHc0Qj5x/wX9\n6rEU8oll1fmWUOYSc6aKXeqxU75NLNu8Xc355WMwllqmqN9JW4b+rUm67yag/14DgGHRl4ci5Vg8\nJ54Usfq7u78y4nBtr6peoobhWSoiIiIiIqJavPjii6isrKw7cC8ejwc33HADfv755zi1ioiIiIiI\niCIpKytDmzZtMH78eKxevTrZzSEiIiIiIqIECofDCAQCCAbVB7rrmieUoAcbknbTZkVFBXbs2IGt\nW7fW+s/vj9+TBkREREREDWEYsf/HR/EarzfeeANHHXUU1qxZE1X8b7/9hn79+uGFF17Qjkq3vwuH\nwygpKcG2bdtqzfW2b9+e7KYSEREREQkMxCnfo6QoLCzEs88+i169eqF///545ZVXUF6uGVGNohYI\nBFBYWFhnvldUpI4UR0RERESUTPHI9ZjvNV4zZsyA1WqFxWLBPffcE9X1uup5RowYkYAWJvj16AsX\nLsTkyZMxf/587Ny5M6p5li5dir59+8a5ZURERERE0TMZVf9iWmdsq6MYW7NmDY466ig8/fTTuPrq\nqyPGvfrqqxg/fjzcbjcMw4DDoX/9zP4mHA7j/fffx1tvvYXFixfD5VJf/SPLzMxESUlJ/BtHRERE\nRFQPsc71AF7ISwan04mxY8fio48+QkVFBZYsWYIlS5bg1ltvxfDhw3HFFVdg4MCByW5mk1BeXo7J\nkydj+vTp+PXXX6MabGXYsGGYPn16AlpHRERERBQdA8z3DlSPPvoo1q1bh3feeadRXbdL2LXhBx98\nEMceeyw+/PDDqG/YJCIiIiIiSrZHH30ULVu2RGVlJa655hpccMEFys2GJSUlGD58OK666iq43W7k\n5ubiiy++wCGHHJKcRidQZWUlTj/9dFxyySX49ttvo7phk4iIiIiIKJ5sNhtef/117NixA1OmTEGf\nPn0AVL0F7q233sJxxx2H7t274/HHH0d+fn6SW9t4rVu3DoceeigmTJiAX375hW/HIyIiIiKiJiU1\nNRUAMH36dJxwwgmN6p7FhIy0+e233+KBBx4AAOTk5GDEiBE4/PDDkZ2dDZOp9vtGu3TpkoAWElHU\nwiFxOhSqM8aoYxoAjFBArCLgU6v1eWqdBgBvsfh6G2+J+rqbil0VwvSWUq8SUxmsGhrZi3/+Gwoq\nMa6AWBaCOJyypURtn73ILkw7m7uVmKBP3BZWzbLlxzX8mpBKv9ieEk9AidlaXClM7yqqVGJKC8Xt\n5SooEJdTov5R85YVqg2KAXtGjlLmz8oTpoOBFnXW47Crf/6ynTZhOtcpbj/dNrbLj81o9lXAIx5f\nAbe6jT3SsVJaqMbslPafPA0Amm8jAKByr2Nzm0v8bmVL3wcA8Jbob7ZJrSjTluu+iwAQDkQ4iRvU\nbExzhNZrfi8aVG5E6G9EHAZdU0+kOuiAFI+3mfNBvMbrlFNOwcqVK3HppZfi66+/xowZM7Bs2TJM\nnToVxxxzDBYuXIhRo0Zh06ZNNfHvvPMO8vLy6qh5//DQQw/h66+/BgB0794dQ4cORbdu3ZCamgqj\nlkdMbTZbxM+IqHEISV0lXU9LjtF1r+SYoKYif1AM8gTUILdfLHNJfeKiCjW3c0v938KKPdMllVX9\n1Uqf2D8tdqv9WJeUN5YXq332su0bhOnKou1KTCwEfbo8UizzuUqUmEBA7LcbprZKjDXFLEzvTktR\nYlpliGVBeQdrGEE1fwlWirmIp1jMN9wFav5Rvk3M8bdo8u6tleL+80bRvmjo6vFK+XuhT11P+dxB\np63SuQOHmp+mZIs5mdOrHm/+iqp195VX7XtXvprbOVupuV3Iox4/ABCuVOcHAKSr52d0uW9VJfXM\n0yKpb15HFGPxyM2Y7yVPeno6rr76alx99dVYsWIFXn31Vbz//vsoLS3F2rVrceedd2LChAk4++yz\nccUVV+D000+H2Wyuu+IDxKhRo7B582YAwEknnYRTTjkF7dq1g91ur3W+tm3VfgbRvgg3YAgrI4pX\nYCaU3JfR9HnCUozuelo0oqpHvkYfkraxpu8VNkl9V4t6bsewi/mCyZGqxNjSncJ0Wq4a0zpD/J2x\naa7l+WLQ1y/wqX3b7N1in9lkrbsfGvSpeaS/QtwWFrtViTEs4jY1GjgEXFjaFmHd9VuZFBOKUe6k\nY5LXS3OPiCGVRbMt5Hl0QlJOFg6oeVvAK+6/QKV6vHlLxfzTXaDmVuXSsaM7vmLBHGHTpLVOU8rs\nWenaWFOKU1tu2NTzAFUzRLi1KFJ5pPxN99sSMTbCikaIj1hPJE0gx2zI3z+qHbfogef000/HCSec\ngPHjx2PJkiXo378//vvf/+Kwww5LdtMSc9Pmm2++CQDo1asX5s2bh2bNmiVisURERERERDHRsmVL\n/O9//8MTTzyBCRMmYNOmTRg0aBCGDh2KmTNnIhAIwGq14qGHHsJdd91V682K+5vqfG/s2LF49dVX\n63wwj4iIiIiIKBl69+6NF154AY8//jimTZuGV199FT/++CP8fj9mzpyJmTNnok2bNrjsssswduxY\ndO7cOdlNTqpff/0Vy5YtAwC8++67uPjii5PcIiIiIiIiovq74YYb0KVLF4wcORKbN2+ueVP4mWee\nmdR2JeRq2saNGwEA9957L2/YJCIiIqImzzAMmGL870C6ya+pMgwDd9xxB3788Ud07twZgUAA06ZN\nQyAQQKdOnfDDDz/g7rvvPqD2pcfjwa5du2AYBh577DHesElERERETZqB2Od6JsPgaC6NjNPpxJgx\nY7BgwQL89ttvuOWWW5CTU/WGn23btmHixIk46KCDMHjwYMyYMQOhaEYr2w9VX9s78sgjecMmERER\nETV5hoE45XvM+JqCM844Az/++CM6dOiA8vJynHvuuXjuueeS2qaEXFGrTnb5OgQiIiIi2h8YRnz+\nUdNQWFiI8nLx9awtWrRAbm5uklqUPCkpKUhNTYXD4ajJ+4iIiIiImjLmewcWu90Oh8MBm018xW84\nHMbcuXNxwQUX4NBDD8UPP/yQpBYmD6/tEREREdH+xABzvQPdYYcdhsWLF6N///4IBoO4+eabccMN\nNyAYDCalPQl5PfqAAQPw+eefY/369Tj66KMTsUii/ZYRjuKp3mhiohFFPdr2hMO116N7MlmKCXs9\naojfJ05XVigxAbc4n7fEpcS4d1cK09s9AbU9UZDXosAr/pCnWczKPOllXmE6UOlVYkI+v1ggb08A\nMIl1BzQxLr+4XsVunxKzs0TcFuXF6nYvz98pTu/8W2yvX12HePGWFSpl/kpxH4fD6h9Us6WNML0z\nVf3z1zbbIUy70u3CdCCs+ZMp7QfdvpL3p9+lbmNPibgNS/zqd0Q+vhr6LZeP90756vfIV66WAUDQ\nox5DAGDxVmrL5e9sNVNI/c6FI/3e6I5/IqIk8fv9uOeee/Dkk08iHA7D6XTitNNOw8yZM7FkyRIc\nccQReOWVVzBixIhkNzWh+vfvj7lz52LHjh1o1apVsptDtN8JRdEfikWPqaF1hKX26doblMrkaQDw\nBMT+oDeo9g+9AbFPXOoW+9ol0jQAVLrEvnbpXnmRy1MV7/KL9Ra51BzH7RL7thW7t6nLKtqulCWL\nLk+r2LVZmLbYnEqM3WEVpouz1HoqfeL2CkZx8BghNU+Tc3pvqThdsVPNS3aXiu3ZrNnn/kaWQ8g5\nmF0aldq5263M45HOZQQr1Ri/q2r7eEuqclf5XAcAeIvLlTJ/mVoXAFhy1FwVAMJ+dRvrcjoACEco\nR9imL480cl2EYQYinRMLG/s+LkE86yaixsfr9WLmzJl47bXXMHfu3Jr+jGEYOOmkkzB27FisW7cO\nb731FjZu3Ijff/8dgwcPxvfff48BAwYkufWJc+ihhyItLQ3r169PdlOIGiTcwLsojET1J3X9DPla\nmSZGXStdP0aaT7csqSxskq6BmDQ3L1jEfMFktSshppRUsXXODCUmJSdTmHbkZikxmR1KhelumutX\nv5bt+/UpXQ7rDUk5rFfdFv4KsZ9smNU9E5by2kClet3QbK3/7RphTT86JOXL8rLDIc31K7ksmpgo\nmEya755UposxpDJDc53VZBaPW0PKr/T7QVyHaLZfoFKTa1aK+U5Ac33ZH6r7HEksdEtTv3sAkNk2\nXSlLyVG/gwBgSo1Q7kjVlofNVn25/NtRXR4pl9LFxzvvakR5XUP/NhFR7LRs2RLz58/HmDFj8PHH\nH+OFF17AX3/9hY8++ijhbUnIr9M111yDnJwcPPfccwgEGnZzFBERERFRY2GK0z9qvDZs2ICBAwfi\niSeeQDgcRq9evbB8+XJ88sknmDFjBrKzs1FaWoqRI0di3LhxcLv1N0Tsj+655x4YhoGnnnoq2U0h\nIiIiItpn8cj1eGm2cVizZg1uueUWtGnTBhdddBG+/fZbhMNhNG/eHLfffjv+/PNPzJkzB6NGjcL9\n99+PDRs24NNPP0W7du3g9/sxceLEZK9CQqWnp+PGG2/Eb7/9hv/973/Jbg4RERER0T4xwGt7VCUl\nJQUffvghJkyYAAD43//+h2OPPRabNm1KaDsScvxkZ2dj9uzZ+PPPPzFkyBBs26aORkBERERERNQY\nTZ8+HUcccQSWLFkCALjuuuuwePFidO/eHQBw/vnnY8WKFTj22GMBAK+//jr69u2LVatWJa3NiTR4\n8GA888wzeOqpp/B///d/qKzUj8BMRERERESUaBUVFXjzzTdx7LHH4tBDD8UzzzyDwsKqt/kMGjQI\nU6dOxbZt2/D444/joIMOEuY1DANDhgzB66+/DgBYvXp1wtufbA8//DDOP/98XHjhhfj444+VUdaJ\niIiIiIiaIsMw8O9//xvvvPMObDYbfv31V9xxxx0JbUNCXo8OVL0y79dff8Ull1yCjh074thjj0W3\nbt3gdKqvYtrbbbfdhnbt2iWolUREREREdTMMA0aMX2MR6/oodv7zn/+grKwM2dnZeP311zF06FAl\npn379vjuu+/wwAMP4JFHHsHvv/+O/v37Y9WqVejatWsSWp1YN910E3r37o1Ro0Zh8uTJOP7449G2\nbVvYbBFehwrA4XDg0UcfTWAriYiIiIhqZxhxys2Y7yWcz+fDTTfdhA8++ABlZWU15c2aNcOll16K\nq6++uuZBvLoceeSRAICSkpJ4NLVRM5vNmD59OqZMmYLRo0fjzjvvxNFHH40WLVrAZIo8Lkzv3r1x\n2WWXJa6hRERERER1icO1PYBvVmjqqu9jHDp0aM0DfomSsJs2Kyoq8Mgjj2Dx4sUIBAL47rvv8N13\n39U538UXX8ybNomIiIiIKKmOPfZYTJ06Fe3bt48YYzab8fDDD2Pw4MEYPXo0tm/fjtLS0gS2MnnW\nrl2LRx55pOatCrNmzapznszMTN60SUREREREceF2u/Hyyy/XTB977LG4+uqrMXz4cKSkpNSrLpvN\nhi5duiAjIyPWzWwSZs+ejcmTJyMQCGDTpk1RvTJw2LBhvGmTiIiIiIiSpkePHpgwYQIOPfTQOmOP\nO+44LF68GGPGjMHu3bvRpk2bBLQwQTdt+nw+nHDCCVi2bFlNWXp6OrKysmp9Eg8A7HZ7vJtHdGCI\n4rUlRjgURT0NiJGnQ0F1loC/1mkACPs8wnTQ61Vi/BVijLdMjXEXia/s3OkJKDEN4Ze2cbFPXc+8\nCnG9/JplhwJ1tycsPQESCKr71+0Xl7+73KfEuKSyihKXElOxe6vYPr+6TZNJbo/cXgCwOjOFaUe6\nOuqXvH3czcTtp9vG8n7QPUUj70/dPvdLx4Xu2JGPr4aSj/fKEnV/+src2nn9FfrX3dqk72YNzfcY\ngP53JJrflr2FIsTX3q0gihmTUfUvljjwSuN16623YuTIkTCbzVHFn3DCCVi5ciUuv/zyOLescfjj\njz8wcOBA4QnEnJwcpKam1vrU6oF6wZMoEUJRdB2jiZFff6nrksq9Ml218nwhTUV+qX/nCaj9vQop\nxymX+rYut9r/9Eh97ZK9Ylz/zF/plfrIHrWeSpfYb/aUFigxjV04KK6Xp3inEuPJaiZMl1ZqtkVA\n3A/RHEsIqzlOSMoj/OViHuIpVXMVOZ+JVZ6USAU+cR1aF6v5lE863oIeNZ/3u6rm86VUbTePrp5y\ntSzg0ef08jmXmvKAuuxI+Vuk80rhGMXDYMJHiRHrXA/gyCvJkpWVhYsvvhhXX311VBfqIklPT8f6\n9etj2LKm4/3338ell16K0D99NbPZjBYtWtR57S43NzcRzSOKC/m8fzSMWPVL5f6Opl8UlmL0rRXn\nC5vUWwLqXMsozuOHLer1DlNqujjtyVJirDkVwnRam3IlJrtQfBD6oK1qzO/lUr+5Abshy6qe70u1\niGWGRdMPlToMYc3Cg1JeqzuzGJDyq7AmwQpJZSFNvhzyh6RpKW8L6OqV9qfuOlg9L90A+m67YRa3\nl8mibg2ztJ1NVrUis1wm7Qe5jqpli2XhoOZ7JW/jKBJds11dB4e0XllWdVnFfjU/rnNZ0hf24Bb6\nt9lmdGimlDnzcrSxpkx9uZGSqi0PWSK8UclsjVCuvxVJ/g2rWmiEX6QIOaC2jlriY6Uhfx+ocTEQ\nn3yPCV/jdMghh+Df//531PFdunTBggUL4tgiVUJu2nzllVewbNkyGIaBO+64A9dccw06deqUiEUT\nEREREcWcgdjfZMmcrvEaNWpUvedp3rw5Zs2aBa/mIZP9zd13343CwkJkZ2fjsccew7Bhw5CdnZ3s\nZhERERERNQjfjr5/SE9Px7Zt2+B06m9qoLq53W7ccsstCIVC6NWrFyZNmoQTTzyRg60QERERUdNk\nMDejxiUhN23OmTMHADB+/HhMmjQpEYskIiIiIiJKugPhYta3334LAHjvvfdw5plnJrk1RERERERE\nVSNC8obNfbNq1SoUFBQgPT0d3377LZo3b57sJhERERERESm8Xi+Ki4uRkpKCrKysBtezbds2LFq0\nCG3btsWAAQNi18AIEvJOmaKiIgDAkCFDErE4IiIiIqK4MsXpHyVfYWEhdu7ciUBAfb1TfcydOxfT\np09HcXFxjFrWOPl8PrhcLthsNpx++unJbg4RERER0T4xEJ9cj4O5xFc4HMbOnTuRn5+/T/X4/X5M\nnz4dn3/+eYxa1rRVX9s79thjecMmERERETV5zPf2X7NmzUKrVq0wbtw47eeLFi3Ceeedh8cee6zW\nehYtWoThw4fjiSeeiEczFQkZabNjx4744YcfEAqFErE4IopGOEbfx2jqkWIMzTzhULDWaQAIB/zC\ndNDjU2ICUpmvwq/ElPrVuuOhIqiup0dadtCjWU/NfAqTWZgMhMJKSKVPrLu0Ut1engqxzFOqntgM\nVLrqbk8jomuvvF6eZmlKjLx95O0XCKvbWN4POvL+DPnrPi50x0686L4Puu8NoP/OAep3s6Zc8z3+\n5wOlSPe7AADh+v5WRYiPWL+x77fJxbNuIkq80047DcuXL8fSpUvRt29f5fPbb78d69evx5NPPoku\nXbpErOfOO++stZ79hc1mQ6tWrVBQUJDsphA1OrruY7KEY9QYTdoRVYxc5g+qQXJMQNMn9gXEskqp\nL+vzqDfceyo84nTlnr6r11sV75Xq9WvyNL+rRGxfE8uTdDzlRUqZr1LcXtXbSCiTtldAsz9l4aBa\nT8gr5hE+KT+tcKn5R6Fv3x6qaAxc0vYr9qnHW45LOv/hVbeF/5/jvTp/c2m2l8+l5mp+6TtRLeyv\nR74XKdeLcO43Ys6kr6X+dPUbdefrcREph2V+SBRXpaWlaNWqFTIzM1FSUqJ8XlFRgdGjRyM1NRXv\nv/9+xHoqKiowfPjwiPUcaDp27AgAvLZHFIVwA961akSTp0XRh9DVorZGc13OJN4mIM8TbuhdBNJ6\nmbNz1RipP5nqVfuocr+1ZbEac2yZV5j+frdbibGbxDVr67AK021Sbco8zhYOYTolU32TjsUp1mOx\nqf1Pk7XuPmlIymtDmqQ66JWuLWrytFBAnC8gzRMKqH14+XpVUHP9qiHnEwzN98FsFY9lk1U9tk0W\ncXtZ7Or2C0nb2ZxS9zaWIwyzumw5fbCa1HUwSWWmKLr47QoqlTK57k1uNRfzSsfBsTni6OEtD2uh\nXV5mlzZKmTmnlTbWnJmjLQ/bU/XllpQI5ep3CADCZn259tpqhN+6iNfZYpRfNeS3m4iapm3btuGz\nzz6DxZKQ2ySjlpCzRRdddBGAPa/NIyIiIiJqygzDiMO/ZK8VRWP+/Pn47LPP9vsRNOvjoosuQiAQ\nwPfff5/sphARERER7bN45HuUXH6/H5999hlmz56d7KY0KT179sThhx+On376CRUVFcluDhERERHR\nPjHAfI8al4TctHnGGWfg4osvxjPPPIOlS5cmYpFERERERHFjMmL/j3kdNVX33nsvunfvjhtvvLHm\n9XlERERERE0V8z2iPV555RUEAgHccMMNHHGTiIiIiJo0Iw65nsng69Gp4RL2XpY33ngDN998M048\n8UTcfffd+OWXX+B2q0OUExERERERUdORnZ2N+fPno2PHjjj88MPxwgsv4K+//oLPp3/NKhERERER\nETUN/fr1w7x587Bo0SIMHDgQM2bMwK5duxAMqq/ZJSIiIiIiougl5GXtffv2xfLly2umJ02ahEmT\nJkU179KlS9G3b994NY2IahPWPDkbxdO0hjSfPK0VCtY+DQAB8cJ/0OdXQoIerzDtd6kxrkC47vbE\ngDuorrc3JC47GFBjwlKM9lF8k/jzHdCsU4VUd6lb3RaeCrHMW7Z/jo4lr5enop0SI28fefsF5P0C\nABbpz6hmX8n7M+RXj235uNAdO/FS6leXFagMaGODfn259vsKIBxQj7na4usj0u9KYr7dRP+8QiEO\ndRI1NSUlJcjOzhbKbrjhhqjmzczMRElJSRxaRUQNoevuRtMrDYdrn9aVBTVBfqkP7Nc0qNIXlKbF\n/mnAp/Yz/RWlwrTP23zPZ76qZXqkPnFA02f3uUuVsiZP0y/3S+vp9zVTYpTtFU3Or8kNAl4xxw9I\nOVmZJlfZH8f30q2n31X3+Y/q7eW3VsW6NOcXfBXqAxShSHldpPxNUx4x17PVMyOLdOxEc0zVWXek\ntkSo20jY2AbUBMQjN2O+R03R9OnTMXz4cKHsggsuiGreYcOGYfr06fFoFtF+IxyjYZgNzRhNYblv\no+lfyefYlfbo+kdSmbIcAIZUZjKblRi1RJUVRUwoKPb5XAu2AAA27dXlzXVahZjUXKcw7chxKPXa\n023CtMVhV2JMdqtSVpdwQO2LBwypb+1TY6K5ohKU8tiAV6wn6FVrCUk5hO76VUO65rpDJxQQ97ol\nVPdRELKq3xFTSC4T6zFb1IWbpX1lsqn7zmSt+7aZsHSNPKWZuq+clWIO5mzuUWJSCyuF6Va71YHO\ndv1zfbuDJQUAcPCANsLnLft20bYxtXNnpczSUr0mWhWcrS0O2dK05WGb+l0BgLDZpi2HSb+PwybN\ntq5nPhar3086MPHoocaEZ6OIiIiIiIiIiIiIiIiIiIiIiIiIiBIgISNt3nbbbdi1a1eD5m3fvn2M\nW0NEREREtG9MRtW/WNcZb36/H6+88go+/vhjrFu3Dl6vF+3atcNZZ52FG2+8EXl5eU1qOZR8DocD\nTz/9dIPmtdvVUQqIiIiIiJLJiEOuByRmNJedO3di8uTJmD17NrZs2QKbzYauXbti5MiRuPLKK2Gz\nRRgFiSiC3r17Nzjf69q1a4xbQ0RERES0bwzEKd9LQMK3bNkyvPjii1iwYAF27dqFZs2a4cgjj8S4\nceNwxhlnNLnlUJWE3LR50UUXJWIxceN2u/Hdd99h69atsNvt6Nq1KwYMGAAjxt+8WCwnUW0lIiIi\nOqAZRuz7V3Hur+3cuRNnnHEGVqxYIZQXFRVh5cqVePnllzFjxgwMGjSoSSyHGge73Y7x48cnuxn7\nZMeOHVi0aFHNCYgjjjgC3bp1a5TLSVRbiYiIiA5k8TiXHu/z8/Pnz8cFF1yAwsJCoXznzp344Ycf\n8Nprr+HLL7/kA3RULwcddFCTz/d+/fVXrFq1CmVlZcjLy8Nxxx2HnJycRrmcRLWViIiI6EBlxOPa\nXlXNcahzj0mTJmHChAkIBoM1ZWVlZdi4cSM++eQTjB07Fq+++ipMpn172XailkN7JOSmzaYqEAjg\nkUceweOPPw6XyyV81qFDB7zwwgs466yzGsVyEtVWIiIiImp6AoEAzjnnHKxYsQJWqxUPPvggRo8e\nDYfDgXnz5mH8+PHYsWMHhgwZguXLl6NLly6NejlEsVBQUIAbbrgB06dPRygUEj47/vjj8eqrr8bk\nhshYLCdRbSUiIiKipmf9+vU477zzUFpailatWuHZZ5/FiSeeCLfbjffeew/3338/VqxYgXPOOQeL\nFi2CxcLLQrT/+/nnn3HllVfi559/FsqtVivGjBmDp556Cunp6Y1iOYlqKxERERE1Pe+99x7uvvtu\nAFXXAh599FH07NkTmzdvxiOPPIKPPvoIb7zxBnJzc/Hoo482+uXE2/bt2/Hpp58q5UuXLq31czku\nURptdv7ggw/CarXinnvuScryw+EwLrnkEnz44YcAgG7duuG4445DRUUFvvzyS2zatAlnn3023nnn\nHVxyySVJXU6i2koxEA7VHXMg0GyH8F536wMAQnXHhDUxIV9AmA76g0pMZTB5+8EfCosF8nSUwoZZ\nmNatki8grrvXp26LgNcrts9d2qD2NHbyesnrDQAer3jsyNtPt43l/RDNMzShgLrPleMigSqD6rID\nnoAmUv1+VQv7/fveEM33GQCMCL+bydtiRFXi8nr02FYnePXVV7Fs2TIAwEsvvYQrrrii5rMRI0ag\nV69eOOKII1BaWoq77roL06dPb9TLSYTq0etlJSUltX4ux5HK7Xbjuuuuw3nnnYfzzjsvKW0oLCzE\nwIED8eeffwIAjjvuuJoTEF9//TW+//579O/fHwsXLkSPHj2SupxEtZUah1C47l5OU+wHhaRW69ZT\n7pYGNTG+gNg3dEs5TkCT/wV9lRFjgv/U55c6+36f2geV69lfBbziegYD6rYISNsrquNWl+NLOVdA\n2p/uJObuiVSpyQeD0rYIaY7t6u3l/yd/c+n2VaWawwU8Pm07QgF9Xqecr2mIWJ0Pi1SPwREeKLaa\n2uvR77rrLpSWliIlJQVz585F9+7daz675557kJubiyuvvBLLli3Da6+9hmuuuSaOrUkuv9+vvQBX\nUVFR6+dyHDXcsmXL8Pzzz2PChAlJe0X6okWLcNJJJ8Hj8cBut+OMM85Abm4ufv7555rvwcqVKzF/\n/nw4nc6kLidRbaWmI4qutSqaEcOkaxkAEIZ0fUNeuEl3UcQqTpttaoxFLAuZrUqIIc1ntqcqMSZn\nhjDdLFW9edmWIX4v7BlV9WYW7bkmlJIlxljTxGVZU1PUZdvEWyjM1rpvqQj61b63cs3Sq/a5TW6P\nMB2oqDv3DGtyCEPKIUxm8bjQ9erlenTd7WAUeZlJOQbVY1JeVkhzbUo+SnUjuZmsYpTFJk077Mo8\n8j62aPa52SYep2a7emybLOr3SBaSry161fzLXyHuc1+5W4lpWVw1SNchzTIBAHn9uwufpx10kHb5\n1o7qucFwRgt9W+36BwLCNv3fm7DmuwwAYVOE70eEPC0cg1EO6/tbyZfSUrV4vR49XlwuF26//XYA\nwOGHH45vvvkGNlvV71NWVhY+/PBDBINBTJ8+HU888QTGjh3boD54opaTCIsWLcLQoUMb/HmiNcqb\nNsPhMN555x1s2rQJ1157LbKzsxPehldeeaXmJsjx48fjqaeeqhkmt7CwEGeccQaWLl2KcePGYeDA\ngejUqVPSlpOothIRERFR0/Tcc88BALp37y7cSFmtuvyFF17AJ598gq1bt6Jt27aNdjmJUJ2gNvRz\nimzHjh14++238fvvvyftps1rrrkGf/75J8xmM6ZNmyYk6cuWLcOpp56K4uJijBgxAitXrmzw6z5i\nsZxEtZWIiIiImp6tW7di5syZAIBx48YJN2xWGzduHJ588kn88ccfePbZZ/frmzbdbnetF+Dq+pz2\n3fLly/H222+jTZs2mDhxYsKX73a7MXz4cHg8HrRr1w5z5swR3krwyiuv4Oqrr8bSpUtx991315zH\nSMZyEtVWIiIiImqaPvroI+zatQsAMHHixJobKfc2adIkzJgxA4FAAC+++CKefvrpRrscUiXkps1x\n48bhjz/+iDp+x44d2LBhAwBg586dCb9p0+/348EHHwQAHHnkkXjyySdrboIEgJycHHz44Yfo3r07\nfD4fHnroIbz55ptJWU6i2kpEREREexiI/Ugp8Xq4b+3atTV98QsvvDBi3MiRI/HCCy8gHA7js88+\nw/XXX98ol0ONi8vlwumnnx51fDgcxtq1awGg1pFK42nFihU1o7yOHz9euWjbt29fPPnkkxg7dix+\n/fVXfPDBBxg9enRSlpOothIRERFRlXjkevH02WefIfzPUEO15WEjRozAQw89hD/++ANr167FwQcf\nnKgmUhM2f/583HvvvVHHBwIBrFixAkDy8r2XXnoJ27ZtA1B10+PeN0ECwFVXXYXvvvsOU6dOxZQp\nU3DnnXc26GHSWCwnUW0lIiIioj3ike/FK4esfktAZmZmxOswnTt3xlFHHYUlS5bg008/bdDNlIla\nTjwNGDAAH3zwQczqa9euXczqqk1CbtpcsWIFli9fXu/5Dj74YBwUYWjneJo3bx527NgBALjhhhu0\nI5V07twZZ599NmbOnIkZM2ZgypQpsNvV4bbjvZxEtZWIiIiImqYlS5bU/P/RRx8dMa5fv36wWCwI\nBAJYunRpo11OvD3yyCMoKiqKWX1dunSJWV2NUSAQwI8//tigec8+++wYtyY6U6dOrfn/m266SRsz\nevRo3HHHHSgsLMTUqVMbdCNkLJaTqLYSERERUdNUnYdZLBb07ds3YtwxxxxT8/9Lly7d727aTE1N\njekFOt3IMgei3bt3NzjfO+uss2Lcmui8//77AKquL0a64HzzzTdj6tSp8Pv9mDZtGm655ZakLCdR\nbSUiIiKipqk63+vXrx/MZnPEuGOOOQZLlizBxo0bsXv3bjRv3rxRLiee2rZtW+uDjI1VQm7aPO20\n0+q8+dLr9eKvv/7C6tWrAQDDhg3Dq6++CqvVmogmCr7++uua/z/11FMjxp166qmYOXMmysvLsWjR\nIpxwwgkJX06i2kpUL+HQvlcRDEYRoy4nJJUFfWo9vlC44Q3bRw1atEnzh9EQn9fQ1esNiNsi4FO3\nV8DrbkCDmj7degf94kaUt59230n7QbuvopDEQ1L7fZC/R9XCoXp+t0P673G964mnSL9XRsP2JR04\nTIYBk/wbsI+MGNdXbe8R72u7gdBut6N169bYvHlzvUbJT/Ry4q22PjWpbDYbRo4cWWecy+XCypUr\na0Zb+c9//oM77rgj3s3Tqs6hunfvjvbt22tjbDYbTjjhBMyYMQPffvstAoEALJb6pc+xWE6i2koH\npoZ0QatH8tpbSCoLaWqWZ9N1N5V6NP3UoFQmTwf8mpzHVynWu1c/vzqn9EsN0vWHg36v2uj9UCjg\nF6aDfk1OHYhNfz4UEOsOSTlZQHO87Y+8mvwoKB3L8rYC9myv0D+5fmVQ853RfCd051JqK9fmdRFy\nvVicDyJqDGKd6wHqKaRYqc6p2rZtW+tADZ07d1bm2Z9YrdYmeYGusWvXrl2d+V44HEZhYSGWLl2K\nsrIypKenY+bMmRg8eHCCWrlHQUEBfvnlFwDAKaecEjHuqKOOQnZ2NoqLi/HVV1/V+0bIWCwnUW2l\nxElk11XOnRqU3EVFHSgIhlhmsqjX8Q1rijhtS1VjgmLeYTh9aoxTfBOntVkrJSarjXgOMu2f+xHK\n1m3eU0+KuHxDujHfMNd9DiUcDKhlPp80XanGVFYI04GKCiXGUi6W+WyabWpyCdO6fDnkrz2/Mls1\nuYF0LOlyAlOo7k6MYTKkaTXGZBULzVY1yGwz1zoNALZUcfvYMhzCtDVNPd7sWalSjFNddlqaMC0f\nNwBgsovLMqyavlc0nT75/IdHc+x4qo6Lg7pWnQ+0SMe6kdVSW3VI+t4AQMiepokEwhZ93zEc4Vqn\nfA6mTpHC4/iDGakfH6tFxqtPT4ljGPHJ9+Ix1GZxcTHy8/MB1D04iJzvDRw4sNEth/QSciVn4sSJ\nUccuX74cw4YNw+eff45rr702KYndr7/+CqDq1eJt2rSJGHf44YfX/P+aNWvqfSNkLJaTqLYSERER\n0R6GEfsEvbq+cDiM4uLiWmOzs9WTL5EUFBTU/H/LlvqTOXt/vnnzZmGexrYcalycTic+/PDDqGLD\n4TCmTp2KsWPHYvLkyRg7dixatGgR5xaKgsFgzUXqvXMkncMPPxwzZsyoecCwPqMRxWI5iWorERER\nEYnieQ3P5/PFJd+LJgeT5yGqS//+/aPO99xuN/71r3/hueeew9NPP42TTjopbg+nRrJmzZqa/68t\nhzIMA4cddhi+//57YZ5ELidRbSUiIiKiPQzEN99zu9215nvxvLanm68xLYf0Gt3wG3369MG7776L\n448/HjfffHPNTYmJ9PfffwNAxJFMqu39+YYNG5KynES0tbYflZKSknrVRURERES1Ky8vR7NmzWqN\n0Y10FonLtedJ7JSUlFoiAYfDoczT2JZDTZdhGBg9ejT+/PNPPPTQQ5g4cSKeeeaZhLZh+/bt8Hqr\nRsurbw5VnxshY7GcRLWV+R4RERFR4syaNSsu+V60Odje8xDFktPpxLPPPovly5dj9uzZmD17Ns4+\n++yEtqH6ehkQfQ61detW+Hw+2KSR9+K9nES0lbkeERERUWLddtttuO222yJ+Hu9re/J8jWk5pNfo\nbtoEgOOOOw65ublYs2YNtm3bVusIkvFQVlYGAMjIyKg1Lj09veb/y8vLk7KcRLS1rpNIRERERAca\nIxyGEePXeMS6Pu0y6niEsPrz+iSOyVwONU0XXHABHnroIXz11VcJX3Z1/gTEN4eKxXIS1Vbme0RE\nRESiRORmsRZtDgYwD6P4GjZsGH788Ud89dVXCb9ps6E5lMvlqldeFIvlJKKtzPWIiIiIVMz3kr8c\n2qNR3rQJVA2rmp+fj+Li4oTftOl2uwEAdru91ri97zKunifRy0lUW4n2SSgUl3rCQbXecBTLCjam\nvx8m9Q+fIZcZJiUmbDIL04FgQInxB8RtEdRsm5DfG00r9zu69Za3j7z9ApoDJ2yS/oya1T+ryv7U\n7PMmLxRMdgv2D+EIv1+a3wDav6Wnp2PTpk0xqy8tLa3m/ysrK4VpWWVlZU0bGutyqOmrfoVGXa+F\njIe9c6F45lCxWE6i2kqxwXNU+y4YEjeiLm+TY3xSnz0UUmcK+X0RY6r/X55Nd9IxFPCrDdoPhYP1\nX8+oUv4oguQc3x+jUwmNnV9z3CrHoC6fD1TlYUH/P//VHbc+NVcLB/X5m+4cSySR6oiY7UbKdZrA\nj6cRoe1h5mnUQOeccw7efvvtmNWXlpaGgoKCmhwrkr0/Zx5G8dRU87363OAYi+Ukqq0UG/HqsoQa\nWHE0c2m6mGo90vKVvCiq5dQdpQsxDGnEWJM6gqzZKZ5btKbnKTHW3G5iNR2PrPpv6so9y5eu48jN\n0eV/RlC8hmQEfGqMX/zba/Kp52NCrlIxpqxIibE4xd9Ls71MiZGvMxnmxF1nMknJeVhzcMntM1nU\nvrLZLl7XtDrU62m2VPE4sGeox4UtM1WMyRSPk5Rmaj/Hmpkpti9DfT2xKV38bTWlqTfUh2zismF1\nKDFhi9jmsMmqxMAkbR/dMfjPdTfjiN4AgIC0LG+EFCugOy8S4Wsa9us/MIz6JeORLntGOkp18ZFu\nFKvvJdX6/q6a6vme7PpUH49XcFPj9+STT+Lyyy+PSV3yNbfa7Eu+l6jlxNPcuXNx5513YvDgwZg0\naVKTqRtoxDdtbt26FQCQl6d2wOItJSUFZWVl8PnUDtjeql9VVz1PMpaTiLYWFakdyGolJSXo3Llz\nveojIiIiavLCocgXnxtcZ1XGbxgGsrPVE0cNlZOTU/P/BQUFtd5MmZ+fr8zT2JYTT5deeil+++03\nvPvuu+jRo0eTqbupqc71WrdunfBl750LxTOHisVyEtVW5ntEREREkljnekBNvmez2WKe7/39998o\nKCioNa46B6ueZ3/icrlwwgknID09HfPmzWsyde+vmO9Ft5xEtJW5HhEREZEkHI5rvud0OmOW78nX\n3GqzL/leopYTT+Xl5Vi+fDnatWsX87rz8/OxfPlydOvWre7gBmiUN20uWLAAxcXFGDRoEJo3b57w\n5aenpyM/Px8ul6vWuL0/b8hdxLFYTiLaGsuTSERERET7AyMcijjqToPrRHyGk+revXvN/2/YsAGd\nOnXSxvn9fmzbtk2Zp7EtJ57WrVuH5cuXC68pi5VVq1Zh5cqV8PsPjJHaavP5558DAM4///yEL1t+\nrVxt9iWHisVyEtVW5ntEREREexgIxzzXq643Hrp3745ly5Zhy5Yt8Pv9sFo1ozkB+Pvvv4V59ieG\nYWD58uW1PjjYUB6PB8uXL0eLFi1iXvf+atasWQCY79W1nES0lbkeERERkSw++V5041PXT05ODpo3\nb47du3djw4YNtcbuS76XqOXEU3UfecuWLTGvu3qdM6VRm2Ol0b3H5fvvv8eYMWPQunVrvPzyy0lp\nQ4cOHQDUvUOrnxjce55ELydRbSUiIiKipqlPnz41///TTz9FjFu2bFnNDYV7z9PYlhNP8UrsQqEQ\nNm/eDCB+iV1TEAwG8eqrr2LSpEkYNGgQbr/99oS3oU2bNrBYqp5djGcOFYvlJKqtRERERNR0VedU\nfr8fP//8c8S4RYsWKfPsLxwOB8xmM1wuV8xfyR3vC3T7k9LSUlx//fVYsGAB7rnnHgwYMCDhbdg7\nF4o2h2rZsmWdryePx3IS1VYiIiIiarqqc7clS5YgHI58Y2h1vte2bVvk5uY22uXES5cuXQAAv/zy\nCz7++GMEAoF9rjMcDuPnn3/GK6+8AgA46KCD9rlOnYSMtHnhhRfi119/rTUmHA5jy5YtKC8vB1C1\nk4cNGxYx/qOPPsIhhxwS03ZW69mzJ+bOnYtdu3Zh9+7dEUf7XLNmjTBPMpaTqLYSERER0V7i8nr0\n+Iy0eeihh6JLly7466+/MG3aNEyYMEEbN23atJr/HzJkSKNdTjx16dIF33zzDZ599lkMGDAAbdu2\n3ec6y8vL8fTTT6O4uBh2uz0mdTYm5eXlOProo+uM8/l82LRpU81r33bu3Im+fftqYzMyMrBw4cKY\ntrOa1WrFQQcdhD/++EPIkXSqP7dYLPV+9UUslpOothIRERGRJI6vy4u1IUOG4JZbbgFQlWv1799f\nGzd9+nQAVTlPvK6rJIvJZEKnTp2wfv16PPTQQ3jooYca9GY02bZt2/DQQw8BiN8Fusbum2++qTm+\nalNeXo4tW7YgHA7Dbrfjs88+w2effaaNPfXUU/HUU0/FuqkAxGtf0eZQDb22t6/LSVRbiYiIiGgv\n8Xo9epwMGTIEX331FYqKivDtt9/i5JNPVmK2bt2KxYsX18Q35uXES4cOHdCtWzf8+eefGDlyJKxW\nK9LT02EYBoCqnDEtLQ2HHnoo7rzzTgwcOBAulwv//ve/8e2332L79u3w+XzCDasulwterxdA1dsd\nzjjjjLi0PSE3ba5fv77OpEO2detWYbQQWWVl5b42K6LBgwfj+eefBwDMnTsXI0aM0MZ9++23AICU\nlBQcc8wxSVlOotpKtE9MMRrUV6rHMKv1GlEsy2zEpjkNYZKWrWuuYTFL07qfarGikGbI7aBcFFJj\nQuGgrpn7Pe16S9tH3n66bSzvB93xJ+9P3T6Xj4smx2SuO4aIkur666/HrbfeipUrV+Kjjz7CyJEj\nhc83btyIV199FQBw1llnoWPHjo16OfFyyimnYMqUKViwYAHatWuH9PR02Gy2ms+tVivy8vJw2mmn\n4b777oPT6cT8+fPx7LPPYs2aNSgtLUUwuOdvTCAQQFlZWU2id9ppp8Fs3r9+M4PBYL1zPQBYu3Zt\nxM/iPYrN4MGD8ccff2DVqlUoKCjQvuowFAph/vz5AICBAwcKx0Eil5OotlLTp+nqx0Sc7i9p9Gp7\nony/F6v8PQaafJ60D8JKQl+3aGcJh+p5cSKUhPMGkdrYeA5PokajU6dOOPPMM/HFF1/g5Zdfxg03\n3KDkWR9++CFWrVoFALjhhhuS0Mr4O+WUU7B+/Xo888wzePbZZ5GZmVmTexmGgZSUFHTq1AmXXHIJ\nrrzySgDAyy+/jI8++ggbNmyA2+1GaK/fHo/Hg4qKiprpM888M7Er1EiUlpbWO9/zer21zhPP1yi2\nadMG3bt3xx9//FFzTUxnzZo12LVrF4CqnCsZy0lUW6lhYpEOhBpYSTRzyfmfLn9RYqKoJyjVo1uF\nYB3XUXT1+DUJa1Dq7gU0Mf6gXI/aR5RjqqtZWyLULsRYpD6l06peg7ObHVJMqhLjdDYTpq0BjxJj\npIgPEVicaUpM0C4uy2ZVR9Q1ydcNtRcXxTKTlFCZrH5lFp9VjDF71L5/MFD/m5vM8kYGYHVahWmL\nQ7Pd08VzWtZ0pxKT0kzcpinZGWK9OeoAV+bMHHE6Wx0dLuQQz0cGUtTzk36LuG8qfOpx6/aL29Ab\n0MT4xH0RqOX3ojK/qj6ryS2Uay6RAwDsmnPPKZr9AQCWCKeprRGScUuEcrOhL7dGaKOhiTcb+m0Q\njnBeQFcHEPk8QqTTC5F+q00R6q+PSLs1BlXTAWTUqFG49957UVRUhHvvvRcnnniico3p3nvvRTAY\nhMlkwrXXXtuolxNPzz//PM4//3y4XC74/X4UFRUJnxcUFODvv//GnDlzsHjxYowfPx5z586ts16T\nyYT77rsvbg9QJeSmzWHDhkUcRaWh4jnU6mmnnYasrCyUlJTgpZde0t4ImZ+fj08++QRA1QXntDS1\nk5WI5SSqrURERES0lzBifydLHO8Pue666/D6669jzZo1uPzyy1FcXIzRo0fDbrdj/vz5uOaaa+By\nueB0OvHYY49p67jjjjswefJkAMD333+Pfv36xWU5yXTeeedh6NChmDlzJgDUvAVgbzt37sSKFSuw\nfv163HLLLTj11FNrXvdem44dO+Lxxx+PeZuTzW634+qrr45pnU6nekI2lkaOHIkXXngBoVAIr7zy\ninZU2M8//xzbtm2riU/WchLVViIiIiL6RzxyvZqK4+Pxxx/H/Pnz4XK5MHjwYEyZMgWDBg2Cx+PB\n+++/j1tvvRUAcMghhzTKi2uxcO+99+Lbb7/Fn3/+iXA4jJKSEiVm69at+OGHHxAMBlFUVBTx7RCy\nU045BVdddVWMW9w0dOnSJeb53pFHHhnT+mQjRozAQw89hF9++QWLFy/Wjj770ksvAai64WP48OFJ\nW06i2kpERERE1cLxyffilO5lZmZi4sSJuPbaa7F48WIMGTIEjz32GLp3746tW7fikUcewdtvvw2g\n6vqc7q0K27Ztq3l9+Pnnn4+pU6fGZTnJdsopp2DLli346quvsH79elRUVNQ8mBcKhZCfn4+vvvoK\nO3fuxLhx47BkyRIAQN++fXHEEUcgKysLpn8eijAMA06nE+3bt8eJJ56I9u3bx63dCblp81//+lci\nFhMzDocDd955J+655x7Mnz8fTz/9tPAKCI/Hg8suuwxut7vmrlqdd955B0VFRbDb7dqTIbFYTqza\nSkRERET10IRejw5U3Vg3e/ZsnHLKKVi3bh2uvfZaXHvttTAMo+Zp/LS0NHz44YcRnxbz+/01rwII\nRRj9KBbLSSaTyYRPPvkEy5cvx6JFi5Cfn1/zOm+gqm/966+/Yt68efjkk0+wadMm+P1+ZGRkYPDg\nwejQoQPs9j1PXFutVmRlZeGwww7DiSeeCKvVqltsk+ZwODBlypRkN6NejjvuOAwePBjffvstHnnk\nEZx88snCxbGNGzfipptuAgC0b98el19+uVKHy+XCa6+9BgDo2rUrzjrrrLgsJxZ1EBEREVF9xOl1\neXEcxblnz574+OOPceGFF2LDhg049dRThRwMqOqzzp49W8hX9ietW7fGmjVr8O2332LVqlUoLS1F\nILBnZLXS0lL8+OOPWL16NZ588smaUVc6dOiA448/Hrm5ubD887YjwzBgs9nQsmVL9O/fH3369EnK\nOjUGRxxxRJPL98aPH4/nnnsOJSUluOKKKzBv3jzhjQVffPFFzTqNGjUK3bp1U+r47bff8PXXXwOo\nGt3ysMMOi8tyYlEHEREREdVD3F6PHr9875prrsGmTZvwn//8B7Nnz8bs2bOVfO/888/H008/rW9Z\nOFxzbW/v612xXk5jkJWVVevAFuXl5ejfv3/NDZvvv/8+Ro0alajmaSXkps2m6LbbbsM333yDefPm\n4dZbb8UXX3yBE044ARUVFZg2bRrWr18PAJg4cSJ69eqlreORRx7B2rVrkZmZGfEJ1lgsJxZ1EBER\nEdH+rUOHDlixYgWefvppfPTRR1i/fj18Ph/atGmDs846C3fccQc6derUZJYTT3369Kn1wtz777+P\niy++GMuWLUOvXr0wf/58ZGdnJ7CFtK9ee+01DBgwALt27cKgQYMwYsQI9OzZE5s3b8bUqVNRWloK\nu92O999/X3thu6SkpOZhuWHDhmlv2ozFcmJVBxERERHt38466yysWrUKjz/+OL744gts27YNFosF\nXbt2xYgRI3DLLbcgNVV9tev+xGKx4LTTTsNpp52m/TwcDuOKK67Am2++CQAYN24cpkyZorz2j5q2\n7OxsvPnmmxg2bBjWrFmDQw89FKNGjUJubi5+/vlnzJw5E8FgEF26dMEzzzyjrWPJkiU1+d5LL72k\nvWkzFsuJRR1EREREtP979NFHccopp2Dy5MlYsGABCgsLkZmZiSOPPBLjxo2L2Y2HiVpOsqSnp2PM\nmDG4++670aNHj0axPrxpMwKbzYbPPvsMN910E95++23MmTMHc+bMqfk8NTUVkyZNwvXXX5/05SSq\nrURRM0z7XkUUJ8sMs7ock1SmizEbRsMbto9SzOKyTVZ1PU3yupvUdQhL6xDSPK0fCtX9RIfJODBP\nSkaz3vL2021jeT/o9pW8P3X7XD4uEslmUpctf4+qGZr1IzpQGeEQjBg/jRfr+nScTicmTJhQ8xq4\nUChUM9x/XZ544gn85z//AYA6bwzbl+U0BaNGjcJNN92EoqIi3H777bxhswnq2LEjvv/+e1xyySVY\nsmQJ3n33XeHzTp064e2338bAgQOTvpxEtZX2b1GkBsJT0wc6Q5MzGgdI7iSvp0mTL5ilsqj+xGuC\n5PxCzt+TmCYllO4chRHHlWdelySR+voxOIdGsRef3Cz+f2c7deqEF198EcD+l4PFgmEYuP7662tu\n2nzwwQd5w+Z+6rzzzsNnn32GK6+8Ejt37lRueDz55JPx5ptvonnz5klfTqLaSpHFKg3SXT9QlhVV\nPdI8UdQb1IREU488n1+aKahJJAPSn0ifZuEeKcjlCygx5b6gMF3m8SsxpV5xvoJyrxKzo9QjTG8t\ncgMASjZtrimzSnlGplN8E07zNPU8Z166WNYizabEtJTmy7Cp9WRktBKmLZYUJcZsFus2rOqy5HzK\nobsWZZWvRYm3gZhsFco8Frs4T8AbVGJ0ZXU0T3sdTF6Wxamupy1DfMAkJTtdibFLZZasHGHanN0C\nMiOrpTAdTFXP5QZTsoTpUs16l1WKx+ROl3pM5leIo9jtko5RANgtzVfuUb8j/mDV9ygrv2qbtMpy\nCJ+3ylSPJQBoLcUBQHOn/u1PzTX7AAAyU/S3EKVY9H1LW4T8NRzWl1u03a/65cCmCL+ooQj1aE5t\n1LrUSL/pphjcYxDpZz2Jty8cUAyEE3ItLh5OOukknHTSSQDql++1bdsWlZWVABBV/tPQ5TQVHTp0\nAIBGM4o9b9qsRXp6Ot58803cf//9+PLLL7FlyxbY7XZ069YNZ599NtLT1Y7C3saMGYNdu3bB4VD/\nOMZyObGqg4iIiIgOLPVJtiwWS83r4uK5nKbAMAy0a9cORUVF6Nq1a7KbQw3UrVs3LF68GIsXL8aC\nBQuQn5+P7OxsHHnkkRg8eHCtJzDS09Nx8803AwB69+4dt+XEsg4iIiIiOnDsbzlYrFRfoEtNTUXr\n1q2T3BqKp7PPPhubNm3CV199hVWrVqG8vBx5eXk48cQTcfjhh9c6b8+ePWvyvbreXrcvy4llHURE\nRER04KhvvpeSor/RO9bLaQoOOuggjBkzBkcddVSymwIgxjdt/vTTT+jfv792RIJ9tX79emRkZCA3\nNzfmddelY8eOEV9vXpt//etfCVlOrOsgIiIiorqEIo+W02Ac4awpGTp0KHr37o28vLxkNyUhvF4v\n1qxZgyOPPDIu9S9cuBDHHHNMXOquS//+/dG/f/96zZOZmVnv19M1ZDnxqIOIiIiI6hCPkVc4onWj\n4HQ6MWbMGDidzmQ3pVH5+++/4XA44pLf+v1+rFixIikXRW02G8455xycc8459ZqvX79+6NevX9yX\nE+s6iIiIiKgO4XB88j1e32sy+vbti7feeivZzagR09tib7jhBhxxxBH47LPPYlbnxo0bccUVV6BH\njx7YvHlz3TMQEREREcVbOBSff9Rk3H///XjrrbfQsWPHZDclISorK9GnTx8MHToUq1atilm933//\nPU444QSceeaZMauTiIiIiKjhwnHK9XgRrzFwOp146623al4jT1WWL1+Ozp074/bbb0dBQUFM6gwG\ng3jrrbdw8MEHY9KkSTGpk4iIiIho38Qp3+NDetRAMb1ps2PHjli5ciXOO+889OjRA48++miDbrT0\ner2YNm0azj33XHTt2hVvvPEGUlNTkZ2dHcvmEhERERERURRsNhtatWqFTz/9FL1798ZJJ52Et956\nC+Xl5fWuq6CgAM899xyOOuooDBo0CN999x06deoUh1YTERERERFRXfLy8hAOh/Hkk0+iQ4cOGD16\nNL766isEg8F61/X777/jnnvuQadOnXD55Zfj77//Zr5HRERERESkEdPXo0+bNg3vv/8+7rnnHvzx\nxx+45557MGHCBPTp0wcDBgzAgAED0LNnT+Tk5KBZs2aw2+0oKipCUVERNm/ejCVLlmDx4sVYsGAB\nSktLqxposeC6667Dgw8+iObNm8eyuURNgrE/jrplqPeLG2azWGDSxFhtUjVqjMkm/qxZU9SfOYfZ\niKaV+8xuUpcjl1nsZiXGZBHLDLPmpzqKhzVM8vI17TGZrXVXtB/Srre0fZTtpyPtB92+kvenbp/L\nx4Xu2PGG4vOEju77YNF8bwD1+1XNsEY4jkzqugL6725YU0bUqMVjZEw+iUeNmNPpxLp16zBp0iQ8\n+eSTmDdvHubNm4frrrsOxx57bM1ruzt16lST7wWDwZp8b+3atVi8eDEWL16Mn376CYFAAADQrFkz\n3HfffbjuuuuSvIZE+5dwE/ybYo6i/y3HyNO6PrxJyiP3jqn+fyV1Mqt9U7PNLkwHfe4629sUmVMc\n4rRF3RZWafuYjLr3nTZ/t9aeKzk0+2F/pMv/lO2u237/5Jrmf7ajTVOPUY/zH0ak7R0hr2tMdOfO\nwppzT0RRCYOvR6cDzsCBA/HHH3/grrvuwkcffYSpU6di6tSpyM3NxXHHHYf+/fvjqKOOQqtWrZCT\nk4OsrCxUVFSgqKgIu3fvxqpVq7B48WIsXLgQa9asqan3kEMOweOPP44zzjgjiWtHJIrFz3Eoikqi\nWYzulL+cy2ljoqgnKNUT1PxpC0gz+qVp+XMA8ATEisq96s3dpd6AMF1c6VdidpZ7hOmtRZVKzIYC\nlzBdkF+hxBTuEB8mLt68FgAQKNlWU2axizlOSqZ4v0F6tvg5AGQ1dwrTXVumKzFdWqQK023SU5QY\nf5p47STLkaXE2KT+tknT/7aY6r5uKOdX8rUps029juOvELd7oNKrxIQD9b+B32xXl2WSlm9NVbe7\nPStVmla3uylL3H/mrFxh2shU7ycJpTYTpr3WNCWmxCMet7tc6nG7tUw8bv/Kdykx63aJZaW71eO2\nvFjc7r7yQiXGX1lVjyVzOwCgWaeewufNWqrrAAAd22cqZd1bZWhjOzdP1Zbnptq05c2d+vJUW4Sc\nsT53IkVMO+t3Td8U4dc3FKGeSKeiIi1V9/sfzTkRakTile8RNVBMb9o0DAMXX3wxhg0bhpdeegkv\nvfQS1q9fj2XLlmHZsmV4/vnno64rNTUVF154IW6//XZ07949ls0kIiIiIiKiekpNTcVDDz2Eq666\nCk8++STefvttFBcXY86cOZgzZ0696mrTpg2uvPJK3HTTTXyjAhERERERUZJ16NABH374IcaPH48n\nn3wSn376KfLz8zFjxgzMmDGjXnX16dMH119/PS699FKY5cEaiIiIiIiIkiQUCmHnzp0oKSlBeno6\n2rVrl9T2xOWRY4fDgVtvvRV//vknvvrqK4wePRpt2rSpcz6n04nBgwdj8uTJ2LZtG1577TXesElE\nREREjU8oFJ9/1GS4XC5s2LABv/76KzweT90z7Efatm2Lp59+Gtu2bcPrr7+OM844AxkZ+ie295ab\nm4vhw4fjk08+waZNm3D//ffzhk0iIiIiamTC8cn1ONJmo7F7926sXbsWv//+e7Kb0igNGDAA06ZN\nw+bNm/Hwww9jwIABsEZ6y85eunbtimuvvRZLlizBsmXLcPnll/OGTSIiIiJqXMJxyveiGmObkumX\nX37ByJEj0axZM7Rp0waHHHIIbrnlFiFm3bp1GDduHB5//PGEtSumI23KDMPAqaeeilNPPRUA8Ndf\nf2H58uXYtWsXCgoK4PP50Lx5c7Ro0QJdu3bFUUcdFVXyR0RERERElGg+nw8vv/wyXnvtNaxevbrm\nlVVLly5F3759a+Kee+45rFq1CuPHj8ehhx6arObGncPhwNixYzF27FgEg0H88ssv+P3331FQUICC\nggKYzWa0aNECLVu2RK9evdCzZ8+6KyUiIiIiIoqxXbt24bHHHsO0adOwZcsWAEBmZiZKSkpqYsLh\nMK6//noEAgG8+OKLsFjievms0WvVqhXuvfde3HvvvaioqMBPP/2EjRs3oqCgAEVFRUhLS0OLFi3Q\nqlUr9O/fH61atUp2k4mIiIiIiBRTpkzBjTfeiEAgUGtcmzZt8N5778FqtWL8+PEJuX8xoVlnly5d\n0KVLl0QukohizSQN0BvFoGBhQ5zH0NZrrn1aU2a2qT+S5hS7MG1xqD9zmda4DDKsSLOo62Czyeug\nxpjs0nrptoU8j6FuVatZLLNY1PU2pzjqrHt/pFtvefvI20+3jRWafSXvT90+l48L3bHj9dXeiWio\nNM1xofveAIDZGqHbEOEYNSwROjJRHNPV5N+PmIt3/bTfMsIhGOFYj4zJkTYbs6KiIpxxxhlYsmRJ\nnbHl5eV4/fXX0aZNm/36ps29mc1m9O3bV7h5lWh/FqvBskIH6Khb5ii6YGZN99tsEgttUl/WpJnJ\nZLFJ03vmMf5piNUcRT1Wm1K2P7LYnMK02ar23RuWK6k73STdDCPnSs5oDpT9gM2kbj9DPrY1OaLJ\nWjWfyWaKWI/2nIPmXAqw5/sQDYMjp9F+Lva5HmAcoH/zG4MlS5bgnHPOQX5+fq1xhmHg999/x/z5\n83HJJZfguOOOS1ALG7/U1FQMHjw42c0gqrdE5m3RLCokBYU19SoxUdQT1NQTlP6UBeSZAPilMl9Q\nnK70q38PXdJ1iqJKvxJT6PYJ01uKK5WYdbvKhelN28uVmN3byoTpgnWr1Pbs2qiUAUDYvVtbDgCl\nW8TpkowcJaa8fQ9h2l2hrme5V9wW3laa/Sm3S9Oe7JR0YVqXeco9dbPmuoZhFvMrOYe1ONRt7K9I\nEaYDlV4lJhQISgWafpKU72mv30rXymzpTiXGkpYqVpuuvqHHlNlcmDak6VBqM2UerzVNmC72BJWY\nnS7xuN1Uoh63v20Xj8kN0jEKAIVSTOnm35QYn6tYKYvEcFe94al8x19C+e4W+tf5VvQ6SikrcavH\nLwAENb8LABBskaotj5T7Ry7X55hRnEHYI2LqWa9aYIrwKx2KUI8mvY641Eh/I6I6V7KXSH9q6lkN\n1Skcp3wv5lVSjHzzzTe4/vrrEQqFcPjhh+PKK6/Ejh07MHHiRCXW6XRi0KBB+Prrr7Fw4UIMGjQo\n7u07MM5+EhERERHFUjgMhEMx/sesrjEbOXIklixZApvNhquuugrTp09Ht27dtLFnnnkmAODrr79O\nZBOJiIiIiCgWYp7rhcCH9JKjoKCg5obN3NxcPPDAA/joo48ixjOXIyIiIiLaj8Xl2h5fj96Y3X33\n3QiFQhgxYgSWLVuG66+/Hr17944YX/3ZTz/9lJD2HdjvdyAiIiIiIqrDN998gzlz5sBut+Obb76p\nGXHl0Ucf1cb36tULJpMJy5YtQyAQOOBfq0dERERERJQMTzzxBPLz89G1a1f88MMPaNmypfBKdFmi\nL9ARERERERFRfGzZsgU///wznE4nXn755ZprdUYtQ9jm5eUBAP7++++EtJEjbRIRERER1Vc4HJ9/\n1Ch9+umnAIDrr79eeEVepMTObDajefPmCAQC2Lp1ayKaSEREREREsRCvXI/pXlJU53LPPvssWrZs\nCaBxXaAjIiIiIqJE4rW9A8natWsBAP3790dWVlZU81TnjaWlpfFqloBDvhBRZIbmvu5wqM6YsFRm\nSNPy5wAAk1mcx2JVmyOVmVNsSoxFKrNnqDGZVrNSFg8ZFnU97Rl2YdrisCsxJqvUZqPu9pqgnmy0\nS+tpsan1WFMc4rQzU4nxuxPzByme5PWS1xtQt4+8/XTbWKHZV/L+1O1z+bjIKPMpMYVqUUw00xwX\ntlT1+wfov3MAYNhS9OWmCMduFL8bdalvPBHRvqhO7E477bSo52nZsiXy8/MTltgR0f5rfzjtV8u9\nETVMUpDJpM5klsrsUs6ly3ksNrHvb9mrn2/+Z36r2RQxpqbMkSYWFO9SYpoas82plFmdGeK0Zpsq\nuaZmX8kMs3oK0mQT8w5rmjidYVX7/E5pX7mDTf91w2macwdWh7i9TJpj0mSpKjP/s4/SLOp+sKSo\n291s1Z8ONkwRcqxIeR0RUSMXCoWwfv16mM1mnHzyyVHNk+gLdEQUW7G6ZyJUR0XRLCakCQpL9Wpj\noqgnKNWj6xLLMX5NRQGpzCdV5PIFlHmKKv3CdH6FeuFiS5FbmP59R5kSs3WrWLZjw04lZtfq74Xp\ncCioxMSCt6xQKStYu1SYDoX6KjGGdM3IqulP281ijM2syXOlerJTMpQY+dqsnD8DgElevlnKt+zq\ndTFrWoUwHfB41UUHxOMgrDmWDCknNDRvHbKkSNfGHKlKjDlNvJZnSs9WYpCaJUyGnGKM3ybl7gDK\nPeL2k49jANheLq77ul0uJWbTDrFs97YSJabwz2XCdDioLisWKgq2aMs3L/NoSo/TlAEOTb4PADZN\njgoAKWZ9uVVzXFeVR7imqAnXHdMAYERI+U0m/S9xOJoTUPtAt9T4LjHy37Y4ryrRfqGyshIAkJ6e\nLpTX9iBf9TwpKfr7H2KNN20SEREREdVXOKQ+yBCLOqlRagqJHRERERERxUhccrP94TGMpsXr9SIU\nCsHpdMJq3XPjCvM4IiIiIqIDVDgcn3yPo202Ss2bNweAer0Rb9WqVQD2vIUh3njTJhERERFRPRnh\nEIwYJ3YGk7pGq76JncvlqnmdXvVILURERERE1BSEY57rAcz3ksHhcMDpdMLtdqOoqAjNmjWrc55E\nX6AjIiIiIqLEMeKU71Hj1KtXL9hsNqxYsQIbN25Ex44dAUR+kM/tduPDDz8EABxzzDEJaSPfLUpE\nRERERFSLPn36AAA+/fRToTxSYvf2228jGAyiZ8+eyMrKinPriIiIiIiISKc6l/vss89qymobafON\nN94AkLgLdERERERERBQfqampOOussxAKhXDllVfC6/VGjPX7/Rg7dizy8/PRsmVLnHzyyQlpI2/a\nJCIiIiKqr+rXo8fyH/h0X2M1YsQImEwmfPDBB5g1a1atscuWLcO//vUvAMDFF1+ciOYREREREVEs\nxSXf40ibyXDhhRcCAO655x5s2rSp1tgXX3yx5kG90aNHx7tpRERERESUcGHmeweYf//733A6nZgz\nZw769euH999/H9u3bwcABINBbNy4EW+99Rb69OmDjz76CADw8MMPw+FwJKR9fD06ESWeod4vblis\n0rRNjbGlCNNmh1OJsaWLZfYMuxLjbCb+wOaVeJSYnZ6AUlaXbKtZmM6xqetpyxDXy5qaosTAKrY5\nrNleMotZfUI8xSLOl+6wKjHFDrE99gz1NUF+d2mdy2/s5PWyO9TjS94+8vbTbWOZdl9J+1O3z+Xj\nQnfslPjF46vYH6yzPTot7GI98vehqj3qdwsArKn6zon8/a0RqVy3nSId51Ec/0RE8da9e3dceeWV\nePnll3H++efj6quvxujRo+H3+wEA5eXlWLRoET7++GNMmTIFHo8HHTt2xPXXX5/klhMRJZ4Jun6z\neOLSpBnhSu5uW01qP9BhE/uyNrnPLuVkAGBxpInLMe+Zx/zPMqzSwi02tR6bI1OYNsxqXzcc9Ctl\njVlKVgulzJEm5i9pTnU9ndL20e1PhVk9BWlJEZdlTxfzDWe2mjs1d4vbeHNl03voxSptr0yreqxb\nHeL2Mlk02++f3M6aUvVZmkWtx+JQ5zNZ9aeDdedhAMCwavI6k/odqQpuwnldpNejxbvtuuU2he1F\n1ESMGzcOL7zwAn777Tf07dsXd955J44//viaz3ft2oVly5bhtddeq7lhc8SIEejXr1+SWkxE0QrH\n6N6IUIwqCsWsPeJ0WNM+uSioiQlIFelifEGxzC1dcyj3qdcgij1if3xXmXp9bUOBS5jetr1cidm5\nsUCcXjlPiUmmkF8cicu1828lxpHWXZjelqb2m5ulimWpmr54ikXsW8v5KQCkp2QqZTKT1Ic028R8\ny1ShXvcJVbrFZfsqlZhwULpeGtL0X6X83dDkf4ZNzPdMmmu8RmqGWJCSrsSEpLJgijiPy6u2z+UX\ny3a71dx9R6l4LG8rdisxZUVimWvnBiUm2ecFPKUFStmudb9rY1MzemvLN6Wp19YBoFmaPmdMs+tz\nTKdVfx3TbKjxQZP+R9SI8Ntq1p57ihwf6ayFKcKNdqEIc5iiOP1RU0eEvy9RnUMhopjp2bMnpk6d\niosuugirVq0SBlv59NNPlTfs3XjjjbjyyisT1j7etElEREREVF81T8/FuE5qtJ577jls2rQJ//vf\n//DCCy/ghRdeqPnspJNOEmJbtGiBmTNnIiMjQ66GiIiIiIgau3jkZrG6u4jqxWazYdasWTjppJOw\nadMm3HnnnTWflZaWIi8vT4jv378/XnvttUQ3k4iIiIiIEiEc5rW4A9CQIUPw008/4Y477sDXX3+t\njWnbti0efvhhXHbZZQltW0Ju2tyxYwe8Xi+ysrKQlZVVr3lat24Nm01/1z4RERERUVLE5aZNXsRr\nzGw2G2bPno2nn34ajz/+OHbt2qXEGIaBoUOH4qmnnkKHDh2S0MrEC4VC2Lx5MwAgLy8PKSmaUcQj\nzGMymdC+fft4N5GIiIiIKHpxu4jHfC9ZOnfujJ9//hn33HMP3nrrLXi9XiXG6XTihhtuwIMPPhhV\nTnOgcLvdyM/Ph2EYUee41fOkpqaiRQt1VG8iIiIiouSJU77H63uNXq9evfDVV19h69at+OGHH7B1\n61ZUVlYiJycHRxxxBPr37w+zOcKbZeIoITdtnnPOOVi+fDmys7MxY8YMnHjiiVHPs3TpUvTt2zcB\nrSQiIiIiIorMZDLhtttuw0033YQlS5Zg5cqVKCwshN1uR7t27XDCCSegVatWyW5mQpWVlaFTp04A\ngN69e2PWrFlo27ZtVPNkZmaipKQkAa0kIiIiIqIDWbNmzTBlyhQ89thj+OGHH7Bu3TqUlpYiIyMD\n3bp1w6BBg5CWlpbsZjY6X3zxBYYPHw4AuPTSS/Hqq6/WOchK9TzDhg3D9OnTE9FMIiIiIiKiqLRt\n2xYXXXRRnXGVlZVwOBxxb09CX49eXFyM0047DVOmTMHYsWMTuWiixDuQh1U2TLVP6+5QD4oxhtWq\nVmtPqXUaAGwZqcJ0Sk6mEpPeulyYbrejXInZ6QmobZSkWcQ2t7SLP6kZWWr7UqQya7pTiVHWy2RS\nYmQmQy1zWMXtnOlUt6kjVSxLyc5TYvzuMmHaW1ZYZ3uSyZ6Ro5TJ6yWvN6BuH3n76baxQrOv5P2p\n2+fycaE7dloGxCd0/JondlyBun93OkrrmdpSbY89K107r8Wp75gY9gjlVv1J3LBJ0/2QfydqyqPZ\n8FHUQxRjRjgEI8Z/62NdH8WP1WrFsccei2OPPbbWuFAoBL/fD7vdnqCWJdeKFSvQr18/zJo1C336\n9El2c4hihg9K186k9NfUDWaCGGPW9PGsZpM0rcbYpBwsLUXs29rsaq5pc4o5osW2pw6z1dAu22JR\n+5S2VCnXzFRHjqos2q6UNSa2tGxh2qHJ/+RcKdOh5k4p0vbR7CpF2NDkAA5xm8q5kqOZmmfkFVYK\n0+WaHKjYH6y7QUnUQjpO02zqtjFL5xdMVvXYtvxTj8VRFZtq0Rz/mtzX4tDnabrzMFUL15zD0ZU1\nRH3zvfqI2LeOTe4Zqe8eZk7a5BmIU27GfK9RyMjIwFlnnVVnXKIu0DUl77zzDv7++2/MnDkTOTnq\n+VeieItVXhZqQEUNWXRYs5yQVKSrV54vqAkKShXJ01Vl4nRA00X2Sn1pt1+cdvnU62QllX5hekep\nR4nZXugWpot3uZSY3X8uVRvUiHnL1etiXrdPmHa7/UpMUYVYVpqmxqRJ+YFdk2CZDTHGmZIRubH/\nMKQ+u8minp80HOK+Cvt8SgyCUpt13yG5L23WXONNEf+uGpr2hGxiTNiuPlARsovXr+Tj1q052Es8\nfmlaPbaLK8R191SqMR5pn3vLipSYxqh08+/a8sI2XbTlmzS5OAC0zdaXZ9r1uWSaTZ83yucUAMAS\n0udRuvNHgPobV81k0v9ihyPUo/n5/Ge5+nJt3RHKI1UR6e+Qen6tjuVGWHA80+z9QpjX4qh2q1ev\nxqRJkxAMBvHBBx/EfXkJPYuUm5sLv9+PK664AnfddZe2w0pERERERNSUeb1evPbaa+jRowdWr16d\n7OYkhNVqRVZWFnbs2IHjjz8eM2fOTHaTiIiIiIiI6iU/Px/33nsvevbsmeymNCrNmzeHYRj44Ycf\nMGDAAKxduzbZTSIiIiIiIoqZ77//HmeddRZ69eqF999/H36/+qBFPCT0ps2PPvoIZ599NgDgscce\nw7Bhw+B2u+uYi4iIiIiokQmF4vCPDzQ1dWVlZXjsscfQqVMnXHnllfjzzz+T3aSEcTqd+Omnn9Cl\nSxe43W4MGzYMjz32WLKbRURERERUT+H45HscwKJR++uvv3DdddehQ4cOmDhxIoqLi5PdpEZl0KBB\nmD59OpxOJ9avX4+jjz4ac+fOTXaziIiIiIjqJxynfK9B43JTvJSWluLDDz/E/fffj3vvvRdvvPEG\nior0oyPPnj0bAwYMwKBBg/DFF1/UlLdv3z4hbU3o69HT0tLw2Wef4bbbbsMzzzyDmTNn4vjjj8es\nWbPQqlWrRDaFiIiIiIioVitXrsTcuXOxc+dONG/eHH379sWJJ56oxBUVFeHxxx/Hiy++iLKyspry\nzMxMZGZmJrLJSXXwwQdj8eLFGDp0KH744Qfcdddd+PPPP/HSSy/BGumVq0RERERERDEUDAYxd+5c\nLFmyBOXl5Wjbti1OPvlkdO/eXYn97bff8NBDD2H69OkIBve8TrVDhw6JbHKTcP7556NDhw4455xz\nsGPHDpx++ul46aWXcMUVVyS7aURERERERACAGTNm4KqrrlJu0rz55pvx0ksv4eKLLwYArF27FuPG\njcOCBQtqYkwmE4YOHYo777wT/fr1S0h7E3rTJlC1kk8//TS6deuGm266CcuXL0e/fv0wa9Ys9O7d\nO9HNIaL6MsQBesOGOmCvYYTqPQ9M0s+RxabWa0sRZ3GmKzG2zAph2pmbpcRktC0VpttvLVNi/qqo\nGu7YGzIDANIshhKTZTUL0y1SxZsR0nJTlXkc2WKZLd2pxJjsDrFAt72k5pg1IU6L2L5mTnWbpmXa\nhWmvR21PyCeepDSk9nhKC9SFJ1BKZgth2tm8nRKTni2ul7zegLp95O2n28byftDtK3l/6va5fFyk\n5fqUmJaegFivekiixB8Upl2Bqqd6mpn2rEv7luKyMttmqO1pkaVWDsBIVWMBwEhR1wkADIv+Bp2w\noWm87jivjal+8drfHaJ9FfORUvgkXmNRUVGBSy+9FJ988ony2THHHINZs2ahWbNmCIfDeO6553Df\nffcJN2u2adMGN998M66++mpkZOh/O/dXOTk5mDNnDsaNG4d3330Xr7/+OjZs2IAZM2YgOzs72c0j\nSqrQATLClrarJ5WZNEFWqYMrTwNAqk3MG9Pt4nSKQ+1/OtLEvr9lrzzO/E+fX943FpuYCwCA3SHm\nC47sPCUmHBRfm5PMXEnOkwA1V0prlqbGZIh5d/M0NXdKtYrbPaquuSbIJOURKc3EHD81V80zssq8\nwnQnzffK4haPnQJfQIlJpBbScZuXIh23Weo2tjrEmHAwpMSYLFXb1PzPMe1s7lBi7Blq3RZnilIG\nqOdcaso1eZ0RYadrc71YCqvbAUD980miusTjb/aB0Q1IurVr1+L888/Hb7/9JpSbTCZce+21mDx5\nMgzDQFlZGW677Ta88cYbCIX2/Lb07dsXd9xxB4YNG5bopjcJffr0wZIlS3D22Wdj5cqVGDduHNau\nXYtJkybBiPffAKIEqusnW/eynLD0t0MbE0U9cm8nmpigJiYotccfUvtRnoBY5pavL3jVfnSRS7x2\nsaOkUokpLxLLSrdvUmL8FaVKWVMTknaOPA0A3oC4TSulaUDd7l7NDrVK+8qk6f+mpIjnIE1msR8f\nMqvXCGETcwgjqHkVrObYqZMmXwhL7Qlr2hOW2hOyqjmhR9qE3oB0rKubGC6vtB80QX4p59Ltz/1N\nyRb9W6JcrfXns/PLvdryvEx9Lun2668ROq3qMWXTXoQFgib9fjBH2D0h5cJtFSNCvDlC90X+Ta+t\nft31WmrMwsz39mOLFy/GyJEjhQfyqrlcLlx22WXo1KkTPB4Pzj333Jo3g6ekpGDMmDG4/fbbcdBB\nByW0zUk7o3Xttddi9uzZyMzMxNatWzFw4EDMmjUrWc0hIiIiIopeOBSff9QoXHbZZdobNgFg4cKF\nOP/88xEIBDB8+HCMHz++5obNQw45BG+++Sb+/vtv3HHHHQfcDZvVbDYb3nnnHTz88MMwDAPz5s3D\ngAEDsH79+mQ3jYiIiIiodmHEKdfjVbx4Ky8vxymnnKLcsAkAoVAIL7zwAiZOnIjt27ejb9++eO21\n12pu2Dz99NMxd+5cLF26FCNGjIDZrD7AQVXatm2LBQsW4JxzzgEAPP744xg2bFjNBU8iIiIiokYr\nHGa+tx+77777am7YvOyyy/Dee+/h008/xYMPPojMzEwEg0H83//9H0aOHAm3242UlBTceeed2LRp\nE6ZMmZLwGzaBJN60CQCnnnoqFi5ciE6dOqGiogLnnXcenn766WQ2iYiIiIiIDmC//PILpk+fDqDq\nYtQTTzyBWbNm4fXXX8fZZ58NAPjuu+9w0UUXYcaMGQCAww8/HJ999hlWr16Nyy67jK8C/8e9996L\nDz/8ECkpKfjzzz8xYMAAfP/998luFhERERER7YemTJmCLVu2AAAGDhyIl19+GbNnz8bkyZPRo0cP\nAMDTTz+NSy65BOvWrQNQ9crvlStX4ssvv8SJJ56YtLY3NWlpafj0008xfvx4AMDMmTNx/PHHY/v2\n7cltGBERERERHZBcLhfmzJkDAHjuuefw5ptvYvTo0RgyZAjuu+8+/Pzzz3A4HJg3bx4KCwvRo0cP\nrFq1CpMmTUJubm7S2p3w16PLevbsicWLF+O8887DwoULceutt2Lt2rUIBJL76iIiIiIiokiMcAhG\njEfGNA6Q1+Y2dp9++ikAoHXr1li9ejWysrJqPhs7dixuvvlmPPfcczU3dt533324//77YYrq3bAH\nnhEjRqBDhw4YMmQIdu3ahVNOOQWPPfZYsptFRERERBRBOOa5HsB8LxGqc7nzzjsPM2bMEHK0K6+8\nEscccwx+/vlnzJ07F2lpafjggw9qHsyj+jOZTHj66adx8MEH48Ybb8Ty5cvRv39/jBkzJtlNIyIi\nIiLSMuKU71HyrVmzBqFQCC1btsS1116rfN65c2dcdtlleOmll2AYBqZPn46uXbsmoaWiRnFlsUWL\nFpg7dy4uuugiAMDLL7+MlStXJrlVRERERER0oFm1ahUA4JZbbhFu2Kz2wAMP1Fz8GzJkCB588EHe\nsFmH/v37Y/HixTj00EPh8/lqRmMhIiIiIiKKlepcTvdQnd1ux4QJE2qmH330Ud6wGSPXXHMNvvji\nC2RmZmLr1q2YOHFisptEREREREQHmIKCAgBA9+7dYbHox6889NBDAQC9e/dGz549E9a22iR9pM1q\ndrsdU6dORbdu3fDggw8muzlEB6SwIZ7MitVTBkq9hubGBpNZjLHalRDDliJOO1LVatKzhGlHi0ol\nJr3CI0w3L/YoMcf7qtZ9ndcNAAgH1W1hcYivPk1t4RSnc8VpAEjJyRSmrWnqOsjrGZa2DaA+nW81\nGUpMml2cLzdD3aZFbocw7fMFlRiZ2S7OY8/IUWJ8FWXCdNCn7odwSNymhuaGF7NNXJYtNUOJsaWL\ny0/LSlFi0rPFevKyHEqMvH3k7afbxvJ+0O4raX/q9rl8XAQqvUqMzFLgVspaVPrFZZurtmlX+55j\nsfnB4vbK6JRXZ3uqmdKytOXyOu5ppHrMAUDYrHY/5N+JPZXzRihqpMKhqn+xrpOSrjqxq07eZNnZ\n2WjTpg22bNmCUaNGJbJpTVqHDh3w448/4sILL8SXX36Z7OYQ1SqZA2FFs+hQExyoS+5Km3UpoSEG\n2S1q3zrFIuYrmU4xJ8tJsynzeFqK/W/zXo2pbseuMjEntFnUBjrSxbrD4SwlxmQT+7+2tGwlxl/p\nEqYbkivJeRKg5kpyngSouZKcJwFAm2ZiWU66uk2dNnHfWDS5kixstiplJkeaMG3PSheXk6euQ1DK\nWU1mddmOnRXCdI5XPZbKAmI9Xk03zC992TSLgkMqTNMctzk2cf+lSdvY2VzdDyabmDNVFpapMVbz\nP7FV/23WVT3e7FlpSpktQ81Jgch5nWFRjwH5HA7FWKS8gPlx4sQlN2uCf8CbEI/HA5fLBZPJFPHi\n2945HnO52DrllFOwcOFCnH322fj777+T3RzaT0npQoPzNjnvCGkqkrt9coSu+xuS5jI1+Hdfqtyk\n1mMK193/ltuouy4nbws5T5M/BwCTSZ5HjbFL+ZRh6l5bUwEARRsa92BOIb96zabgtx+FaV+5up6e\nirbCdKl0DQcAuueJeZAvqO7zPCnXzQqr11hCVrGP7rCJ/X6Tobl+FZCujwbU9iEsvR1V9+WTjxVD\ncw3IYpWm1fwjJJW5A2qfrMIvlpV4xPZtL1f31eYi8XraHzvLlZgd28Sca/fGzUpM2bY/lbKmwJKi\n5oUA0K7X4dry7p2b6ctbpWvL22Toc8nmTvU8AACk29Tjw6ZLuBH5fIPutwcAzJrfLUD/u11buVGP\neur+RZbrqO8cejGq5sATDscn3+ObFZLO6636/W/evHnEmOrXoLdv3z4hbYpGQm7avOeee5Cfn48O\nHTrUGfvAAw+gW7dueOONNwAAGRnqDTpEREREREnFmzb3W9Emdlu2bGlUiV2yOJ1OvPTSS7Db9Tfq\n7y0jIwOzZs3ChAkTsGzZMqSl6U8YEhERERElFS/iNTnVeVx6ejpsNs3N5thzgc7pdKJZM/3NCCQ6\n8sgj8dJLL6FLly51xvbs2ROLFy/GjTfeiN27d6NXr14JaCERERERUX3E6aZNSrpwPXLuSCNxJkNC\nWnL++efXK37UqFF80rEJKiwsRDCojtInj0R3wIjRehtowB8N3R8auTlR/DEywppRF+X5NPsc8nwh\ncdoISU9lATCC0giBAZ8SE6oUn/gKu9V6Ql5xRf0h9WeuwiKOYuFKV0cV9OZW1VN9K4Y80gmgjrTp\nbCHWm5arjl6R1raFON1eHeXQ0ka8AcRood4QEsxoJS67Ut0PFpe4DUMZ6ggubpv0NFmKS4kpTxfn\nc2WI+8Fbpq6n310qttenjmYalo8LzUgdZnmUSqe6r+SRPqMZabN9rnqTSDvpacb20micrTWj9jR3\niG02l6lPjYWlQVMCZvVJRRfE+VwmdR1cKeJoMf/P3n3HSVHk/x9/T9gIy8KSk3AoKCioqKCoKEYM\nCIgKCvc9DGc+s3fnHUYOUcF8Z45nRPmBAQOeop4YAAOCAUQQESSzhGXZNNO/P1b2mO6a3Z7Z7p3Z\n3dfz8dgHTE91dXV3zUx9uqurinOc57PCPtLmbyPy7Ppcob2+Z4Sdo7pEK8yjpoQM9UySghnO8ytJ\nweh24/JohvOza4XijC5qGJWzMvN4y81ltwxPkUqKP1KJ6Qm1BEc1seTRKCiN/HE5KxDQ5s2bU10M\nNCL1NbBLlczMTF144YWu04dCId12220+lgh+iRfvNUR+hbBuvl9cjbTpbmOx6xgyti8yhDyyn/Go\nISP7ogrDflbYEplGDtlhG0GxrNxZ3yIlse3dUElsG7JJxNn+bBGIbTdn6n955P/W+b6gSWxbf0ux\ns82+dWvstoq3ONuvxdtit1W2zTn7gnOkzcRjJXucJDljJdOMCG5G2rTHSru1dcZOuzWP3a+OhtE4\nW+XG/kaGtxhGWsmKrXQVwdgYdmvUGV9tVew+bAs6R0jZlhFbD5qUOeOPLbbRWcoM9dY+0qZpRI0c\n2yioTQ2jtLayzeLQ1Hbcm7R11pNc23nIbOZMU7q5si7tHA+mrMJ5HqwswwwlEXP7JaPE/O0SLHLW\n9aDlnPlBkqyw+XfCCjuv8UiSFTJ3rFK8+C0UL65zLk94Nod4YVeq4kCTBhobEu/BC4nEcRkZ5lGf\n4NStW7eE4r3WrVvrxRdf9LFE8EN9jfW8itt8i9Nc5GsIixyrGdPYXtvjLUmK2JaZ4rRyW+bFthis\nrNRZL6I7Ytt14VJnPNPUdl+gZdjZnozYBuzLbeVs79ZO3T9ond/Juc1Wu8WOtNmug3Owqs620Qt3\na+lswztG2sx2tumbZsS2Q3Nsr4PlznMVsC+LONvtjnvFLkbaNN6PsbX9rQxnXBuxjbS5o9ww0qZt\n9M1mtpE2w4aRNq2msfHL9gxnHJkRih1pM9fwudoSMt8LS3ehTPPD9q0yzPflciuc94olScXmeKTM\n8BmXpOKKOG0uwwwVpeHERtqMuzzuyJnm5XEG+Iy7ginaSzRKizeKZ6LqS3hIvAdUj7uMAAAAQKKi\nEcdDCbXG030AAAAAkFqW5X2sJxHvAQAAAECq+RXvuXrEA3Xh22+/1bhx44zvLVq0qMY0O+2zzz4a\nNWqU5+Wzo9Mm4JVUjijq0UW/QJpfPLSPLmKZRuALxT61E8pxPp2XmR/7lFqzrs7pT7OaxT51FDGM\n8hLKiC1PRl7saBlZLZxPzOW2aRGbR75z28Hc2PWihpEnLNvjM0HDE0W5tieVmmU5j1f7/Nin1sor\nnHUgaBs5JCMzNp+SPOcTWhWlbWJfG/K1bE+pBQz7ELaNUhI27EO2fcRTQ3na2kaUse+35Dw+9uNn\nOsb282AaJcR+Pk3nPLedbSSfoPNZrYy82Kf8mrZxjrRpr6f2OipJWQWxT23aPw+SFMhyjrgjSYGQ\necQQ0yipiYo3KrNX36zxvt/ijr5iTBznOzJOHvFGSk545JV4vy/15TE6oJ568MEH1b59e+N7v/76\na41pdrr44ovVoUMHz8sHwBt+hnGJjPjkwcZiXtoHhDCVJIXFM7I3gU0tpkxbe7SpbXSR9vnOdmyu\nrZ1vGi3UuY6zfVuWU/OoXOHM2PKVNjHESrYRRSPlzlEg7QK2gxMyjEqRmRO7n/Y4SXLGSvY4SXLG\nSs2zDfnYRmwJxRnhYleWYaT8YE5sLBJsFjtVbW4b5ygmUXvMYxjZMqOpLUbc7Myn7dbYEWQqypxt\n96iLaMQes2bkOPczy3bcs5rFxo3ZhvMQzolNEzSM7p3TqnnM69w2zvOQmee8JhLMcm5PkuN6Sp2I\nG+sknFFtS1JN1imKA42ZEBsCNSkpKYl7823nFOrVpdkpJydHf//73z0vHwDvmH7+kolxTCOe2WM5\nN7+0jl96Q772VkLI0Iaxp3Gzn6Z7KyHbiiFDHBQKWLbXsetkGq77Z9vav00znO3UFraZDFo2dcZF\nS2yj9a/Ob+NIs+67jx3L0tmWlYucCx0zGnZxJIlz26VaQUOtrKme5hhGtgza2rSBCmdhLPvsiS5G\n2jTFFlbIdt/VcD+txHYv0T6qpiRtto2s+attZM2fNjpn4PhhTezIkatXbXGkWf/T8pjX21YvdaSp\nD0Jh5+dt9wGHG9P27OacoUOS9mybZ1xuH/F1J9N1A0nKzTRX7kzT/eA41xXiXW+IN0JmvMsTcS9b\nJDCippRYqNrYRtQE0sWiRYs0YcKEWqcZMWIEnTYBAACAdGRFo7JM88jWMk+kjyeeeMKTNMOGDaPT\nJgAAAFCP+BGb1enDHI1YaWlpjTff3KTJz8+n0yYAAADQwFiW5c+9OOI9JIlOmwAAAECiolGmRwcA\nAACAhobp0QEAAACgYfJtenSk2gknnKAlS5Z4ll/Tpk09y6s6dNoEAAAAgN+88sorKilxTqOarM6d\nO3uWFwAAAADAqVmzZp7eoAuFnFMCAwAAAADSU5MmTbTHHnukuhgJo9MmAAAAkKhoxPun8Xi6Ly10\n6tQp1UUAAAAAkDJ+jbTJdHl+CgaD9fIGHQAAAIA6ZPkwi55EvIek0WkTSCMBMU1OlUDQuSyUEZsk\n7PwKC2bnxC6IlDvSZLeIXRYy5JOVHzvccbS8wrmtjNj1QtmZ1eYhScFmBbbXLRxplJltW8lZPvvv\nvuFoKTMciHndNMP5hHhBbmyZyyPOOpgRjs19Q1ZsPsU7nMe4oiw2n4pyZ+PHUuxOBBRwpAnbyhzO\ndO5pbk5svWiVl+VI06pp7H7a91tyHh/78TMdY0f7y3Cu7OfTdM7Dkdj61TTsPFcZTWLziZSUOdLY\n66m9jkpSRm5sPhl5uY40gawcx7LKgjqPW+WGTEdHsgLOcxpP3LR+N3LjTk9m2Cf3uwMAAOCKm5ZO\nXUWJfm7H3tQLGtpVQVuicMjZHsu0xSu5tjZ8yzxnezUrIzaf0nLnntrjoKCpgDbbws40mbZYKbPU\nGQdFKmKXuZkt1x4eh0zxgm0/mzRxHosC27I2zZyxkz1WMsWR2bYYMeSm3R905hPIio1Fgrl5Ma/D\n+c0c6+TYYp6AoZ6EbbF5dnPnCNrlRbHxVIXhXFnRmj+hAVtdCWcZzo0tHg1nx8Zp9livcllsTBbO\ncZ6roK0ehDIzHGlChvUC9usmO5cbro3EXx7nnCcQA6adeKe7Hu8SAAANmVeXja0kMko6jrNty9Tc\ntC8yFS9iW2bKJ2Jb0f7aTZoyQ6eWsorYPSupcO5psa1tXVTivL9WZktTsaPIkaa+CRjua4Zz82Ne\nhzKcaUIu4s+KiP24O89NTsQWpwVt9+ACznOVGYyNIUKZzrZ/wLKdP9MHwLYLVsCZT8SWqMxwP7LE\nVrnL7ZVdzjpYYUhjZw8bw5nOuC3Tdq5M59NyE8CnWKSi1LGsdIfzMyhJRSXO+7uStKPCnL6kwhwz\nms6lJGVGzXXbdA0hGOc0mu8+xv8NsOJ8nOKF9/E+fgncOYwbMsb7fQkkGDfH29f6HH4D+J9433P4\nzdq1a3XDDTfogAMOUNu2bbXbbrvp6KOP1qOPPqqKOD9YiejXr5+aNm1a4995552X8rICAACgkhWJ\neP8XTf+LPkBD89VXX+n8889Xr1691LJlS3Xv3l0jR47Uf/7zn1rnvW7dOlexXtOmTfXcc8+ltKwA\nAACoZFn+xHsi3gPq3PTp0zVs2DB169ZNrVq10j777KPLLrtMixcvrnXeU6ZMcR3v/frrryktKwAA\nAH5jWf7Ee4y0iSQx0mY1PvzwQ5122mnasGFDzPJffvlFs2bN0qOPPqo333xTrVq1SnobxcXF2r59\ne43pSkqcowLUdVkBAADwGyvq/U03buIBderOO+/UX//615gH3DZt2qQff/xRL730ks4//3w99NBD\nCT/9vFM0GnUV60lSebn5yfa6KisAAAB2svyJzbiJB9SZsrIynXnmmZo2bVrM8o0bN+rbb7/Vo48+\nqoceekh/+MMfkt5GeXm563gvWs13Sl2UFQAAAL+xfIr3XI3DDTgx0mYcP/74o4YOHaoNGzaoffv2\nevHFF7V69Wr9+OOPuvHGGxUKhTRv3jwNHTpUkYhzCPJEjR49Wtu2bYv79/jjj6dNWQEAAACgPnvh\nhRd0zTXXqKKiQoceeqg+/PBDrV+/Xl988YVOO+00SdIjjzyi66+/3pPtPfbYY9XGe2PGjEmbsgIA\nAABAfXbRRRdVdYI877zz9M0332jdunV666231Lt3b5WUlOjcc8/Vu+++68n2li5dWm2817Fjx7Qp\nKwAAAID0wUibcVx77bXasmWLcnJy9P7772vPPfeseu+mm25S69atdemll+qTTz7R008/rXPOOadW\n2wuHw2ratGm9KCsAAECjF41U/nmaJyNtAnVh+/btuuqqqyRJvXv31nvvvaesrCxJUqtWrfTyyy/r\n1FNP1fTp03XHHXfo7LPP1u67716rbWZlZSUV76WirAAAAI2e17GeVDlbQz00ffp0bdy4scZ0u+++\nuwYNGlQHJQKqN2fOHD3xxBOSpIsvvlj/+te/qt4bPHiwDj74YPXp00e//PKLLrvsMi1cuFChUKhW\n28zNzU0q3ktFWQEAABo1K+pTvOd9lqmwfft2rVu3TgUFBcrPz/ckz0gkoiVLlrhK2759e8+2W1/Q\nadNgxYoVeuWVVyRJ559/fkwnyJ0uvvhi3X333Vq6dKnuvffelHWErE9lbVBSOZ2Nmwt86fajELAN\n6muYttEK2i42GI5xIGz7ysrKqXHTxuGEQxkxLzOblDmSZJSV1Jh3wFbmQEZm7Ots54WaYJPYZcGm\nLRxpopm2/QpnONI48g06j2lGKHZZs2znV36F7TgHDQcsNzN2vYLc2P3cVlIhu+Ky2GXlkeQuTGeE\nYgtkL4sk5dn2q6lhP/NzYpc1z3YeU/vxsR8/0zF2MJwry3Y+TefcLmCvA5JymhbF5lvurLeWi0Zm\nIDM79nU405Em2CTPvG5Wtnl5RpZxuWX/7FetkMBA30zzGl+83yKOGQBUa8qUKVqzZo0k6dZbb63q\nBLmrSZMm6ZVXXlF5ebkeeOAB3XnnnXVdTEn1q6z1hV+hnMWUp9WyN0+CcrZXwrY2YmbQeUyj4dgY\nLGpLYso3y3Zju9QwA0lpeWy8klvhTJOXFRsvNMsx5RO7rNSQT1lFbKGjhroTtB0wW1ik7Aznzfoc\nW6xkL68k5efGxiv2OElyxkqmODLLViA3oZICzjJbtjgi2DT2omyowhlrZtvi8HCO83uxPL9J7Drb\nnfF9RUlpzOtIabkjjf2BGitiuE5hixsDYed+hjJjY65QVuwxDmcbYjJbmlCWM03Ido4DYeexCGQ7\nY8tgjjneU4ZzG5UbMlyTSCSmq9xqgulrLxDn+lncb+uE9ykxAcUrjwfbJTaEj26++WZ9/fXXNaYb\nOXIknTaRFu69915JUnZ2tsaPH+94v3nz5rr++ut1/vnn6/vvv9c777yjE044oa6LKal+lTUdeBVy\nJRO7uVnD8Utv2I49fjHla1/NVFz7ItM+RaP2uMOZj/35cXv4UmFo/5bZ7vXYX0vOOMjN/aFQVm6N\nadJd03a/cyzLaRZ7TzDTFF/ZYoiQIcCyn78Kw/kstyUK286fqdUZtS00hJpSIDYeMMV/9jNsr3+S\nFLEts5dXksojNacps6WJ2j4R9nhacsbQGYZ7jdnNYuOkJm27ONIUrfnJsSzdZBnuQZqOiWS+HiFJ\n5aYKJuc95ZqWm753JCliSB+KkzbeOBeBOBciAvG+sOOFRh7EUolv0rxGIMH4jTAQXnryySd1//33\n66uvvqpa1q1bN5133nm65pprlJFRc3+VeNavX6+ePXu6LsfYsWOT3lZ9xPToBjs7QUrSqFGjjGkC\ngYDOOOMMSdKCBQu0bNmyuiiaQ30qKwAAQENhRSPe/9XTkVeA+mZnDNWsWbO4N7x23313HXjggZIq\nRxdKlfpUVgAAgAbBsnyK9+r3Ax677767zj333Lh/Rx11VKqLCKi8vFxvvPGGJOn4449XQUGBMd3p\np5+u4G+jF6QqhqpPZQUAAGgoLJ/ivfQbVc0dy7J01lln6ZxzztFXX32ljIwMdenSRTk5OVq2bJn+\n9re/6fDDD1dRUVHNmbnQvn177bnnnnH/GtsomxIjbRrNnTtXkpSZmakDDjggbroBAwZU/X/evHnq\n1q2b72Wzq09lBQAAAIBU2xlD9evXr9qp5QYMGKB58+bpp59+0saNG9WyZcu6KmKV+lRWAAAANFwH\nH3ywHnvssVQXA6jW4sWLtXXrVknSIYccEjdd8+bN1bNnT3377beaN29eXRUvRn0qKwAAABqm8ePH\n64UXXpAkXXDBBbrtttvUvHlzlZSU6J577tHf//53zZkzR+eee66mTJlS6+3dcccdGjNmTK3zaUgY\nadNg0aJFkqTOnTtXO8zrrh0fv//++1pt86OPPlK/fv3Upk0btW3bVn369NH555+vjz76KO3KCgAA\n0OhFrcq5Obz+A+CrzZs3a+3atZIqRwuqjpcx1P33369evXqpoKBAHTt21IABA3TddddVOwu/76IQ\nAADG9klEQVRCqsoKAADQ6PkR69XzkTaB+mDn/TLJfQy1ePHiWo+E+4c//EG/+93vVFBQoK5du+qE\nE07QPffcU9UpM53KCgAA0KhZPt3bq4dttDVr1uj222+XJJ1wwgl66KGH1Lx5c0lSdna2/vrXv+qq\nq66SJL300kv69NNPU1XUBo2RNg3WrVsnSWrbtm216dq1a1f1//Xr19dqm8uWLYu5Ybdu3TotXLhQ\njz76qIYPH66nnnpKzZo1S0lZCwsL4763efPmhPICAABoCP435YGHvM4PgMPO+Emq23hv54iZUmV8\n9euvv+rTTz/VpEmTdNNNN2ncuHEpKyvxHgAAwC5+my7P+2x5SA/wWzIx1I4dO1RUVKS8vLykt/vO\nO+9U/b+wsFA///yz3n77bU2YMEH//ve/dcIJJ6SkrMR6AAAANr7Fe/Wv0+Zzzz2n4uJiSdKNN95o\nTPOXv/xF999/v0pLS/Xoo49WO0I8kkOnTYOioiJJUk5OTrXpdn1/5zqJ6tixo0488UQdeeSR6tq1\nq9q1a6fCwkJ99NFHmjx5sr799ltNnz5dhYWFevfddx1T4tVFWQsKChJKDwAAAADpaNdYqC7ivf33\n31+jRo1S//791blzZzVv3ly//PKL3nzzTU2ePFmbNm3S9ddfr0gk4rgwUldlJd4DAAAA0BDUJoZK\ntNNmOBzWySefrGHDhmnvvfdWly5dFAwG9cMPP+i5557TY489pg0bNmjo0KGaOXOmBg0aVOdlJdYD\nAABAPK+//rqkygeE+vfvb0zTqlUrHXrooZo1a1ZVeniLTpvVCAQCrt9Ptuf0zJkzHcsKCgq0++67\n68wzz9Rpp52mGTNm6IMPPtDjjz+u888/P2VlhfcCagBPWAeDzmX26V0ddc6wTsCWxpCvZcV+ZQUy\nDPU+ENuxWSHn11wwMzt2QaTCmY+bKWptZQxkZNpeZzmLl5Ubu5lM5wUZKxSbj2XfJzk/x84UUtj2\nvZAddh7TZpmxxydo+C7JDsfmnpcVu07zJs6nUSoiseUrjziPZyRq24egc9sZodgyh0PONDm28uVm\nOo9GbkbssqYZzjT242M/fqZjbD8PpnMl2/k0nfNg09jXprpjlTe1vS5zbiuJemv8jGSZLxTa63hV\nWYJxmhOm7wfJ+TmVpECctA1QvO9+y/TdiPQVjXg/MiYjrwB1yu8Yql27dvryyy8dywsKCrTvvvtq\n9OjRGjhwoH7++Wf94x//0JlnnqkePXqkpKwNGYfDPVNLxNUvna162kO7yrxjE0UNiWzNemVaibeN\nTPFCpq2dX1bhzLciM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eXggPD0dMTAx8fX1LLcNeXL58GXv37sX169eRmpoKlUoFX19fhIeHo1u3bqhUqZJs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\n"
          }
        }
      ],
      "source": [
        "from tidy3d.plugins.mode import ModeSolver\n",
        "\n",
        "ms = ModeSolver(simulation=sim, plane=mode_src, mode_spec=mode_spec, freqs=mode_mnt.freqs)\n",
        "data = ms.solve()\n",
        "\n",
        "print(\"Effective index of computed modes: \", np.array(data.n_eff))\n",
        "\n",
        "fig, axs = ms.plot_field_components(\n",
        "    field_names=(\"Ex\", \"Ey\", \"Ez\"),\n",
        "    mode_indices=tuple(range(num_modes)),\n",
        "    val=\"real\",\n",
        "    cmap=\"RdBu\",\n",
        "    figsize=(14, 10),\n",
        ")\n",
        "fig.tight_layout()"
      ],
      "id": "583ed198"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Since this is already the default mode index, we can leave the original\n",
        "`make_sim()` function as is. However, to generate a new mode source with\n",
        "a different `mode_index`, we could do the following and rewrite that\n",
        "function with the returned `mode_src`."
      ],
      "id": "d8a8ea02-ff21-467e-962b-f44cac7f67eb"
    },
    {
      "cell_type": "code",
      "execution_count": 22,
      "metadata": {},
      "outputs": [],
      "source": [
        "# select the mode index\n",
        "mode_index = 0\n",
        "\n",
        "# make the mode source with appropriate mode index\n",
        "mode_src = ms.to_source(\n",
        "    mode_index=mode_index,\n",
        "    source_time=mode_src.source_time,\n",
        "    direction=mode_src.direction,\n",
        ")"
      ],
      "id": "1cc6649f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Defining objective function\n",
        "\n",
        "Now we can define our objective function to maximize. The objective\n",
        "function first generates a simulation given the parameters, runs the\n",
        "simulation using the builtin `web.run()` function, measures the power\n",
        "transmitted into the TE0 output mode at our desired polarization, and\n",
        "then subtracts the radius of curvature penalty that we defined earlier."
      ],
      "id": "544f1f61-6953-4d71-a657-f25b13acf171"
    },
    {
      "cell_type": "code",
      "execution_count": 23,
      "metadata": {},
      "outputs": [],
      "source": [
        "def objective(params: np.ndarray, use_fld_mnt: bool = True) -> float:\n",
        "    sim = make_sim(params, use_fld_mnt=use_fld_mnt)\n",
        "    sim_data = web.run(sim, task_name=\"bend\", verbose=False)\n",
        "\n",
        "    # be sure to take .values here before summing the transmission\n",
        "    amps = sim_data[monitor_name].amps.sel(direction=\"-\", mode_index=mode_index).values\n",
        "\n",
        "    transmission = anp.abs(anp.array(amps)) ** 2\n",
        "    J = anp.sum(transmission) - eval_penalty(params)\n",
        "    return J"
      ],
      "id": "db3be7e0"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, we use\n",
        "[autograd.value_and_grad](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.autograd.differential_operators.value_and_grad.html#tidy3d.plugins.autograd.differential_operators.value_and_grad)\n",
        "to transform this objective function into a function that returns the\n",
        "\n",
        "- Objective function evaluated at the passed parameters.\n",
        "\n",
        "- Gradient of the objective function with respect to the passed\n",
        "  parameters."
      ],
      "id": "a4108b3e-7291-416b-91f9-35e40ac19af6"
    },
    {
      "cell_type": "code",
      "execution_count": 24,
      "metadata": {},
      "outputs": [],
      "source": [
        "val_grad = ag.value_and_grad(objective)"
      ],
      "id": "e5415ad2"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s run this function and take a look at the outputs."
      ],
      "id": "5ac3dc75-3370-48e1-9e8f-4b984c19ac53"
    },
    {
      "cell_type": "code",
      "execution_count": 25,
      "metadata": {},
      "outputs": [],
      "source": [
        "val, grad = val_grad(params)"
      ],
      "id": "f0cdf342"
    },
    {
      "cell_type": "code",
      "execution_count": 26,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "0.5688271257433263\n",
            "[-0.0186703  -0.02958138 -0.03684041 -0.05133466 -0.05875064 -0.07073768\n",
            " -0.07992404 -0.08868684 -0.09495664 -0.09855678 -0.09983317 -0.09789994\n",
            " -0.09223095 -0.08173485 -0.07358563 -0.05782812 -0.04005923 -0.02346211\n",
            " -0.00709146  0.00908303  0.02496041  0.04008184  0.05221272  0.06248514\n",
            "  0.07392275  0.08150611  0.08701848  0.09043191  0.09345766  0.09340541\n",
            "  0.09340539  0.09345766  0.0904319   0.08701844  0.08150608  0.07392272\n",
            "  0.06248506  0.05221264  0.04008177  0.02496031  0.00908297 -0.00709145\n",
            " -0.02346205 -0.04005908 -0.05782783 -0.07358518 -0.08173432 -0.09223031\n",
            " -0.09789925 -0.09983259 -0.09855635 -0.09495657 -0.08868749 -0.07992555\n",
            " -0.07074036 -0.05875474 -0.05134032 -0.03684711 -0.02958995 -0.01867995]"
          ]
        }
      ],
      "source": [
        "print(val)\n",
        "print(grad)"
      ],
      "id": "0c9489d6"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "These seem reasonable and can now be used for plugging into our\n",
        "optimization algorithm.\n",
        "\n",
        "## Optimization Procedure\n",
        "\n",
        "With our gradients defined, we can optimize using\n",
        "`tidy3d.plugins.autograd.optimize()` with Tidy3D’s built-in Adam\n",
        "optimizer. The intermediate values, parameters, and data are stored for\n",
        "visualization later.\n",
        "\n",
        "> Note: this will take several minutes. While not shown here, it is good\n",
        "> practice to checkpoint your optimization results by saving to file on\n",
        "> every iteration, or ensure you have a stable internet connection. See\n",
        "> [this\n",
        "> notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd6GratingCoupler/)\n",
        "> for more details."
      ],
      "id": "1098f932-b729-4350-8aff-3a3dbe7ce239"
    },
    {
      "cell_type": "code",
      "execution_count": 27,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "step = 1\n",
            "    J = 5.6883e-01\n",
            "    grad_norm = 5.4151e-01\n",
            "step = 2\n",
            "    J = 6.0577e-01\n",
            "    grad_norm = 5.3094e-01\n",
            "step = 3\n",
            "    J = 6.4261e-01\n",
            "    grad_norm = 5.1893e-01\n",
            "step = 4\n",
            "    J = 6.7755e-01\n",
            "    grad_norm = 5.0541e-01\n",
            "step = 5\n",
            "    J = 7.1131e-01\n",
            "    grad_norm = 4.8595e-01\n",
            "step = 6\n",
            "    J = 7.4268e-01\n",
            "    grad_norm = 4.6445e-01\n",
            "step = 7\n",
            "    J = 7.7251e-01\n",
            "    grad_norm = 4.4223e-01\n",
            "step = 8\n",
            "    J = 8.0000e-01\n",
            "    grad_norm = 4.1889e-01\n",
            "step = 9\n",
            "    J = 8.2584e-01\n",
            "    grad_norm = 3.9187e-01\n",
            "step = 10\n",
            "    J = 8.4878e-01\n",
            "    grad_norm = 3.6316e-01\n",
            "step = 11\n",
            "    J = 8.6880e-01\n",
            "    grad_norm = 3.3432e-01\n",
            "step = 12\n",
            "    J = 8.8653e-01\n",
            "    grad_norm = 3.0387e-01\n",
            "step = 13\n",
            "    J = 9.0190e-01\n",
            "    grad_norm = 2.7192e-01\n",
            "step = 14\n",
            "    J = 9.1492e-01\n",
            "    grad_norm = 2.4047e-01\n",
            "step = 15\n",
            "    J = 9.2581e-01\n",
            "    grad_norm = 2.1069e-01\n",
            "step = 16\n",
            "    J = 9.3429e-01\n",
            "    grad_norm = 1.8426e-01\n",
            "step = 17\n",
            "    J = 9.4106e-01\n",
            "    grad_norm = 1.6017e-01\n",
            "step = 18\n",
            "    J = 9.4615e-01\n",
            "    grad_norm = 1.3913e-01\n",
            "step = 19\n",
            "    J = 9.5013e-01\n",
            "    grad_norm = 1.2197e-01\n",
            "step = 20\n",
            "    J = 9.5269e-01\n",
            "    grad_norm = 1.1023e-01\n",
            "step = 21\n",
            "    J = 9.5477e-01\n",
            "    grad_norm = 1.0255e-01\n",
            "step = 22\n",
            "    J = 9.5613e-01\n",
            "    grad_norm = 9.8931e-02\n",
            "step = 23\n",
            "    J = 9.5701e-01\n",
            "    grad_norm = 9.7998e-02\n",
            "step = 24\n",
            "    J = 9.5786e-01\n",
            "    grad_norm = 9.9144e-02\n",
            "step = 25\n",
            "    J = 9.5856e-01\n",
            "    grad_norm = 1.0086e-01\n",
            "step = 26\n",
            "    J = 9.5913e-01\n",
            "    grad_norm = 1.0260e-01\n",
            "step = 27\n",
            "    J = 9.5982e-01\n",
            "    grad_norm = 1.0443e-01\n",
            "step = 28\n",
            "    J = 9.6046e-01\n",
            "    grad_norm = 1.0587e-01\n",
            "step = 29\n",
            "    J = 9.6112e-01\n",
            "    grad_norm = 1.0668e-01\n",
            "step = 30\n",
            "    J = 9.6198e-01\n",
            "    grad_norm = 1.0443e-01\n",
            "step = 31\n",
            "    J = 9.6295e-01\n",
            "    grad_norm = 9.9212e-02\n",
            "step = 32\n",
            "    J = 9.6391e-01\n",
            "    grad_norm = 9.3277e-02\n",
            "step = 33\n",
            "    J = 9.6473e-01\n",
            "    grad_norm = 8.7399e-02\n",
            "step = 34\n",
            "    J = 9.6562e-01\n",
            "    grad_norm = 8.1410e-02\n",
            "step = 35\n",
            "    J = 9.6633e-01\n",
            "    grad_norm = 7.5077e-02\n",
            "step = 36\n",
            "    J = 9.6696e-01\n",
            "    grad_norm = 6.8898e-02\n",
            "step = 37\n",
            "    J = 9.6737e-01\n",
            "    grad_norm = 6.3204e-02\n",
            "step = 38\n",
            "    J = 9.6776e-01\n",
            "    grad_norm = 5.8321e-02\n",
            "step = 39\n",
            "    J = 9.6801e-01\n",
            "    grad_norm = 5.4719e-02\n",
            "step = 40\n",
            "    J = 9.6830e-01\n",
            "    grad_norm = 5.1838e-02"
          ]
        }
      ],
      "source": [
        "from tidy3d.plugins.autograd import adam, optimize\n",
        "\n",
        "# hyperparameters\n",
        "num_steps = 40\n",
        "learning_rate = 0.01\n",
        "\n",
        "optimizer = adam(learning_rate=learning_rate)\n",
        "\n",
        "# store history\n",
        "param_history = [params.copy()]\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",
        "\n",
        "# optimize() minimizes, so maximize J by minimizing -J.\n",
        "params, opt_state, history = optimize(\n",
        "    objective,\n",
        "    params0=params,\n",
        "    optimizer=optimizer,\n",
        "    num_steps=num_steps,\n",
        "    callback=record_step,\n",
        "    direction=\"max\",\n",
        ")\n",
        "param_history.append(np.array(params))"
      ],
      "id": "d92ccda0"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Analyzing results\n",
        "\n",
        "After the optimization is finished, let’s look at the results."
      ],
      "id": "1fa0508b-7686-439a-a3a0-5491fa61f5e8"
    },
    {
      "cell_type": "code",
      "execution_count": 28,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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lPVWpaam2x6xhlG0IlZaRbvRbYoj0Uvq6sxBYAQAAAABQwqRnpCsxNVmJKUmZ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\nEljNmDHDGlYNGzZMTz75pJo1a1ZgWAUAcJyw6HC9+fM0m7b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HL5yy7ru6uOrR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kZGho4fP64dO3YoMzNT7dq10/nz5zV16lQ999xzqlOnjj1jAigD55IuatHuNVZ99/cZb1IaAAAA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\nWri6NW5vYiIAAAAAA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          }
        }
      ],
      "source": [
        "_ = plt.plot(history[\"objective_fn_val\"])\n",
        "ax = plt.gca()\n",
        "ax.set_xlabel(\"iteration number\")\n",
        "ax.set_ylabel(\"objective function\")\n",
        "ax.set_title(\"optimization progress\")\n",
        "plt.show()"
      ],
      "id": "3a4f3284"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, we can grab our initial and final device from the history lists."
      ],
      "id": "5a667e1e-6d98-4dca-9aaf-aca962750924"
    },
    {
      "cell_type": "code",
      "execution_count": 29,
      "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\">14:30:33 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'start'</span> with resource_id                              \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-c4bc0be9-a6db-471e-a3e3-1bb15b1f9c81'</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-c4bc0be9-a6db-471e-a3e3-1bb15b1f9c81\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-c4bc0be9-a6d</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-c4bc0be9-a6db-471e-a3e3-1bb15b1f9c81\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">b-471e-a3e3-1bb15b1f9c81'</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\":\"c06afca7030d48f1ac66d30ea437c911\",\"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\">14:30:34 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.028</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\">14:30:36 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\":\"c6a3596883d849d0ad7d436702f53ea4\",\"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\">14:30:50 UTC </span>starting up solver                                                 \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>running solver                                                     \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"77a2db6dc40547668c64ac888ac78eef\",\"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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:30:57 UTC </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">39</span>%, exiting.                            \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\"></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\">14:30:58 UTC </span>status = postprocess                                               \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"d434302f81d5490b8719cbd235d3713a\",\"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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:31:00 UTC </span>status = success                                                   \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\"></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\">14:31:02 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-c4bc0be9-a6db-471e-a3e3-1bb15b1f9c81\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-c4bc0be9-a6d</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-c4bc0be9-a6db-471e-a3e3-1bb15b1f9c81\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">b-471e-a3e3-1bb15b1f9c81'</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\":\"077b8ebb359d4cc7b476481a3585e7e1\",\"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\">14:31:04 UTC </span>Loading results from simulation_data.hdf5                          \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>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'final'</span> with resource_id                              \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-be27ee3e-d6d6-4f50-8793-0a0c889200f5'</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-be27ee3e-d6d6-4f50-8793-0a0c889200f5\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-be27ee3e-d6d</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-be27ee3e-d6d6-4f50-8793-0a0c889200f5\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">6-4f50-8793-0a0c889200f5'</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\":\"cf34efe961ff468c9e0c7a90bd15c5a6\",\"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\">14:31:05 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.028</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\">14:31:06 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\":\"941d896bbf6e432fbecaef0eabaa65df\",\"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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:31:16 UTC </span>status = preprocess                                                \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\"></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\">14:31:20 UTC </span>starting up solver                                                 \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\">14:31:21 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\":\"a9bf7b14c3f047c585c2a190fc48ed01\",\"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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:31:23 UTC </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">33</span>%, exiting.                            \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\"></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>status = postprocess                                               \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"2177e0ce58f349688431a418b8ced9eb\",\"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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:31:26 UTC </span>status = success                                                   \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\"></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\">14:31:28 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-be27ee3e-d6d6-4f50-8793-0a0c889200f5\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-be27ee3e-d6d</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-be27ee3e-d6d6-4f50-8793-0a0c889200f5\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">6-4f50-8793-0a0c889200f5'</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\":\"d90fe53f2daf4ac5b47b2e4e7e7b4fd9\",\"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\">14:31:29 UTC </span>Loading results from simulation_data.hdf5                          \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "sim_start = make_sim(param_history[0])\n",
        "data_start = web.run(sim_start, task_name=\"start\")\n",
        "\n",
        "sim_final = make_sim(param_history[-1])\n",
        "data_final = web.run(sim_final, task_name=\"final\")"
      ],
      "id": "86d900b2"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s take a look at the final structure. We see that it has a smooth\n",
        "design which is symmetric about the 45 degree angle."
      ],
      "id": "0b30d5c8-3f08-4fbd-aceb-2b06e2ca7fb9"
    },
    {
      "cell_type": "code",
      "execution_count": 30,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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mpiYVFxdr0KBBmjJlimbNmhUdobg9t9utxx57TN///vf18ssva+XKlaqrq1Mw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\n3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zHGyESjTncDvXSzXA4cVOgAS3iFrew6gAmuAAC4UMxIDLy6SvfGJqe7gDJXyADLGiOw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\nOWWPAAAAAElFTkSuQmCC\n"
          }
        }
      ],
      "source": [
        "ax = sim_final.plot(z=0.01)"
      ],
      "id": "236b6439"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Now let’s inspect the difference between the initial and final intensity\n",
        "patterns. We notice that the final device is quite effective at coupling\n",
        "light into the output waveguide! This is especially evident when\n",
        "compared to the starting device."
      ],
      "id": "2564955c-b6cd-499b-835a-425fe0c8716c"
    },
    {
      "cell_type": "code",
      "execution_count": 31,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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/zp/z5/zjRtv8u2PAm4iIiChHmpqacOONvwcA/PrXZ6GoyN3nMdf+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9J4/Gnqj20kHWv2empikl33PIpJMwaeu0KazUTHzZSitxS8hRAHdaAipUIdIA4l2yMGRZOkCVu3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\nVjQyRTO/HmYBkXWFs0g3SVWI1RFz5w6wc1uTou8W5stMnHd5t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72eStfYOKW5bjPV4yXL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XgeRHqiHt4iMiQ22WQTJkyY0O0+peFqoddYVxoaGnj44YdZuHAhy5Yto6Wlpc2CIU1NTcXb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ix2lE6n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\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31NxsC8TxwFRkelc8xQZrb4bFaa0gmQrnNsYn84nEbpneinKiOQmbxdpMOFeFbykvWmms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\n/wfpxX39EguVQgAAAABJRU5ErkJggg==\n"
          }
        }
      ],
      "source": [
        "f, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, tight_layout=True, figsize=(10, 6))\n",
        "\n",
        "_ = data_start.plot_field(\"field\", \"E\", \"abs^2\", ax=ax1)\n",
        "_ = sim_start.plot(z=0, ax=ax2)\n",
        "ax1.set_title(\"starting device\")\n",
        "ax2.set_title(\"starting device\")\n",
        "\n",
        "_ = data_final.plot_field(\"field\", \"E\", \"abs^2\", ax=ax3)\n",
        "_ = sim_final.plot(z=0, ax=ax4)\n",
        "ax3.set_title(\"final device\")\n",
        "ax4.set_title(\"final device\")\n",
        "\n",
        "plt.show()"
      ],
      "id": "02274f07"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let’s view the transmission now, both in linear and dB scale.\n",
        "\n",
        "The mode amplitudes are simply an\n",
        "[xarray.DataArray](https://docs.xarray.dev/en/stable/generated/xarray.DataArray.html)\n",
        "that can be selected, post processed, and plotted."
      ],
      "id": "4ac3399e-5212-4bef-9d7d-6fba5ccc20bd"
    },
    {
      "cell_type": "code",
      "execution_count": 32,
      "metadata": {},
      "outputs": [],
      "source": [
        "amps = data_final[\"mode_bb\"].amps.sel(direction=\"-\", mode_index=mode_index)"
      ],
      "id": "dafb26c8"
    },
    {
      "cell_type": "code",
      "execution_count": 33,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "transmission of 96.864 %"
          ]
        }
      ],
      "source": [
        "transmission = abs(amps) ** 2\n",
        "transmission_percent = 100 * transmission\n",
        "\n",
        "print(f\"transmission of {transmission_percent.values[0]:.3f} %\")"
      ],
      "id": "c15e8d73"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Export to GDS\n",
        "\n",
        "The `Simulation` object has the\n",
        "[.to_gds_file](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html#tidy3d.Simulation.to_gds_file)\n",
        "convenience function to export the final design to a `GDS` file. In\n",
        "addition to a file name, it is necessary to set a cross-sectional plane\n",
        "(`z = 0` in this case) on which to evaluate the geometry. See the [GDS\n",
        "export](https://www.flexcompute.com/tidy3d/examples/notebooks/GDSExport/)\n",
        "notebook for a detailed example on using `.to_gds_file` and other GDS\n",
        "related functions."
      ],
      "id": "1ced79b4-3948-4ee3-9d54-174198d766f0"
    },
    {
      "cell_type": "code",
      "execution_count": 34,
      "metadata": {},
      "outputs": [],
      "source": [
        "sim_final.to_gds_file(\n",
        "    fname=\"./misc/inverse_des_wg_bend.gds\",\n",
        "    z=0,\n",
        ")"
      ],
      "id": "0b4c9c93"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}