{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Bi-layer SiN edge coupler in the visible frequency\n",
        "\n",
        "**Note: the cost of running the entire notebook is around 20\n",
        "FlexCredits.**\n",
        "\n",
        "Photonic integrated circuits that operate at visible wavelengths\n",
        "(400-700nm) are gaining interest for emerging applications beyond\n",
        "traditional telecommunications. Compared to PICs designed for infrared\n",
        "wavelengths, visible light PICs can potentially enable new applications\n",
        "in spectroscopy, bio-medical imaging, quantum computing, augmented\n",
        "reality, and more. However, efficiently interfacing visible light\n",
        "between optical fibers and nanophotonic components on a chip remains\n",
        "challenging. Due to the shorter wavelengths, photonic waveguides must be\n",
        "smaller to confine light, leading to significant mode mismatch with\n",
        "optical fibers. Efficient coupling techniques like inverse tapers reach\n",
        "the limits of fabrication capabilities at visible wavelengths. Novel\n",
        "solutions are needed to address these challenges in fiber-to-chip\n",
        "coupling for visible light PICs.\n",
        "\n",
        "In this notebook, we demonstrate a SiN bi-layer edge coupler design for\n",
        "efficient and broadband fiber-to-chip coupling in visible frequency. The\n",
        "design uses a thin top SiN layer for mode field diameter expansion at\n",
        "the facet to improve fiber coupling and a thicker bottom SiN layer for\n",
        "tight mode confinement and routing. The design achieves a coupling loss\n",
        "≤4 dB over a broad wavelength range, which is 3-5 dB lower compared to\n",
        "conventional single-layer edge couplers. The example is adapted from\n",
        "`Yiding Lin, Jason C. C. Mak, Hong Chen, Xin Mu, Andrei Stalmashonak, Youngho Jung, Xianshu Luo, Patrick G.-Q. Lo, Wesley D. Sacher, and Joyce K. S. Poon, \"Low-loss broadband bi-layer edge couplers for visible light,\" Opt. Express 29, 34565-34576 (2021)`\n",
        "[DOI:10.1364/OE.435669](https://doi.org/10.1364/OE.435669).\n",
        "\n",
        "<img src=\"img/bilayer_edge_coupler.png\" width=\"500\" alt=\"Schematic of the edge coupler\">\n",
        "\n",
        "In another case study, we investigate [inverse taper edge\n",
        "couplers](https://www.flexcompute.com/tidy3d/examples/notebooks/EdgeCoupler/)\n",
        "at the telecom frequency. In addition, different grating coupler designs\n",
        "including the [uniform grating\n",
        "coupler](https://www.flexcompute.com/tidy3d/examples/notebooks/GratingCoupler/),\n",
        "the [focusing apodized grating\n",
        "coupler](https://www.flexcompute.com/tidy3d/examples/notebooks/FocusedApodGC/),\n",
        "and the [inverse designed compact grating\n",
        "coupler](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd6GratingCoupler/)\n",
        "are also explored in various case studies."
      ],
      "id": "c1bb5182-ee9e-46e6-88b8-d2493ce74afc"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "import tidy3d.web as web"
      ],
      "id": "1b5ed1db"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Simulation Setup\n",
        "\n",
        "The wavelength range of interest for this edge coupler is 400 nm to 640\n",
        "nm."
      ],
      "id": "e3ddf561-3bb1-42fd-ad51-2365b7674103"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "lda0 = 0.52  # central wavelength\n",
        "freq0 = td.C_0 / lda0  # central frequency\n",
        "ldas = np.linspace(0.4, 0.64, 51)  # wavelength range\n",
        "freqs = td.C_0 / ldas  # frequency range\n",
        "fwidth = 0.5 * (np.max(freqs) - np.min(freqs))  # width of the source frequency"
      ],
      "id": "b08842c6"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The bi-layer structure is surrounded by a 2 $\\mu m$ top SiO$_2$ cladding\n",
        "and a 3$\\mu m$ bottom SiO$_2$ layer. We do not model the air region\n",
        "above the top cladding and the silicon region below the SiO$_2$ layer\n",
        "since the mode diameter of the single mode fiber is only about 3.7\n",
        "$\\mu m$. In this case, we first define two materials: SiN and SiO$_2$,\n",
        "both of which are described by a constant refractive index given in the\n",
        "[reference](https://doi.org/10.1364/OE.435669). Using non-dispersive\n",
        "media also helps to reduce the computational cost.\n",
        "\n",
        "Based on the [reference](https://doi.org/10.1364/OE.435669), the optical\n",
        "fiber used is a Nufern S405-XP single-mode fiber, which has a core\n",
        "diameter of 3 $\\mu m$ and a numerical aperture (NA) of 0.12. Here we\n",
        "assume The cladding material is the same SiO$_2$ and calculate the core\n",
        "refractive index based on the NA and $n_{SiO_2}$."
      ],
      "id": "3ca08610-f6e6-4352-954b-512593f6fc44"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "n_SiN = 1.82  # silicon nitride refractive index\n",
        "SiN = td.Medium(permittivity=n_SiN**2)\n",
        "\n",
        "n_SiO2 = 1.46  # silicon oxide refractive index\n",
        "SiO2 = td.Medium(permittivity=n_SiO2**2)\n",
        "\n",
        "NA = 0.12  # numerical aperture of the optical fiber\n",
        "n_core = np.sqrt(NA**2 + n_SiO2**2)  # fiber core refractive index\n",
        "core_mat = td.Medium(permittivity=n_core**2)"
      ],
      "id": "842351a7"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next we define the geometric parameters of the edge coupler. The\n",
        "physical meanings of the parameters are schematically shown in Fig.1 of\n",
        "the [publication](https://doi.org/10.1364/OE.435669). We assume a 500 nm\n",
        "air gap between the optical fiber facet to the beginning of the edge\n",
        "coupler."
      ],
      "id": "4941c064-0399-4e0f-be31-755504955d39"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "W_EC = 0.15  # width of the tip of the edge coupler\n",
        "W_base = 1  # width of the base\n",
        "W_tip1 = 0.15  # width of the tip of the bottom SiN\n",
        "W_tip2 = 0.15  # width of the tip of the top SiN\n",
        "W_wg = 0.38  # width of the straight SiN waveguide\n",
        "L_EC = 200  # length of the edge coupler\n",
        "L_tran = 75  # length of the transition region\n",
        "t_1 = 0.15  # thickness of the bottom SiN\n",
        "t_2 = 0.075  # thickness of the top SiN\n",
        "t_space = 0.1  # spacing between the two SiN layers\n",
        "buffer = 3  # buffer spacing\n",
        "r_core = 1.5  # radius of the fiber core\n",
        "l_fiber = 10  # length of the fiber\n",
        "gap = 0.5  # air gap size between the fiber and edge coupler"
      ],
      "id": "e8427bee"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Given the shapes of the SiN layers, the most convenient way to define\n",
        "them is by using\n",
        "[PolySlab](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PolySlab.html).\n",
        "The vertices can be easily calculated from the geometric parameters\n",
        "defined above."
      ],
      "id": "07bbdc7d-f558-42be-8e91-68cf8d1eafff"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [],
      "source": [
        "# define vertices for the bottom SiN\n",
        "vertices = [\n",
        "    (L_EC, -W_tip1 / 2),\n",
        "    (L_EC + L_tran, -W_wg / 2),\n",
        "    (L_EC + L_tran + 2 * buffer, -W_wg / 2),\n",
        "    (L_EC + L_tran + 2 * buffer, W_wg / 2),\n",
        "    (L_EC + L_tran, W_wg / 2),\n",
        "    (L_EC, W_tip1 / 2),\n",
        "]\n",
        "# define the bottom SiN structure\n",
        "bottom_SiN = td.Structure(\n",
        "    geometry=td.PolySlab(vertices=vertices, axis=2, slab_bounds=(-t_1 / 2, t_1 / 2)), medium=SiN\n",
        ")\n",
        "\n",
        "# define vertices for the top SiN\n",
        "vertices = [\n",
        "    (0, W_EC / 2),\n",
        "    (L_EC, W_base / 2),\n",
        "    (L_EC + L_tran, W_tip2 / 2),\n",
        "    (L_EC + L_tran, -W_tip2 / 2),\n",
        "    (L_EC, -W_base / 2),\n",
        "    (0, -W_EC / 2),\n",
        "]\n",
        "\n",
        "# define the top SiN structure\n",
        "top_SiN = td.Structure(\n",
        "    geometry=td.PolySlab(\n",
        "        vertices=vertices, axis=2, slab_bounds=(t_1 / 2 + t_space, t_1 / 2 + t_space + t_2)\n",
        "    ),\n",
        "    medium=SiN,\n",
        ")\n",
        "\n",
        "# define the SiO2 cladding structure\n",
        "cladding_SiO2 = td.Structure(\n",
        "    geometry=td.Box.from_bounds(\n",
        "        rmin=(0, -4 * r_core, -4 * r_core),\n",
        "        rmax=(L_EC + L_tran + 2 * r_core + buffer, 4 * r_core, 4 * r_core),\n",
        "    ),\n",
        "    medium=SiO2,\n",
        ")\n",
        "\n",
        "# define the optical fiber core\n",
        "core_fiber = td.Structure(\n",
        "    geometry=td.Cylinder(\n",
        "        axis=0,\n",
        "        radius=r_core,\n",
        "        length=l_fiber,\n",
        "        center=(-l_fiber / 2 - gap, 0, t_1 / 2 + t_space + t_2 / 2),\n",
        "    ),\n",
        "    medium=core_mat,\n",
        ")\n",
        "\n",
        "# define the optical fiber cladding\n",
        "cladding_fiber = td.Structure(\n",
        "    geometry=td.Box.from_bounds(\n",
        "        rmin=(-2 * buffer, -4 * r_core, -4 * r_core),\n",
        "        rmax=(-gap, 4 * r_core, 4 * r_core),\n",
        "    ),\n",
        "    medium=SiO2,\n",
        ")"
      ],
      "id": "cf537cf8"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Since we already know the core radius and the refractive indices of the\n",
        "fiber core and cladding materials, we model the fiber explicitly and\n",
        "then use a\n",
        "[ModeSource](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeSource.html)\n",
        "to launch the fiber mode. Alternatively, we can use a\n",
        "[GaussianBeam](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.GaussianBeam.html)\n",
        "with the same beam size to mimic the fiber mode, as demonstrated in the\n",
        "previous [inverse taper edge\n",
        "couplers](https://www.flexcompute.com/tidy3d/examples/notebooks/EdgeCoupler/)\n",
        "example. We will run two separate simulations to investigate the\n",
        "coupling efficiencies of TE and TM modes. The two polarizations\n",
        "correspond to two different symmetry conditions.\n",
        "\n",
        "To compute the coupling efficiency, we add a\n",
        "[ModeMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeMonitor.html)\n",
        "at the straight SiN waveguide. Although not necessary, it’s still quite\n",
        "helpful to add a\n",
        "[FieldMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html)\n",
        "to visualize the field distribution. Since the simulation domain is\n",
        "quite large, we don’t need to store the field at each grid point to have\n",
        "a good field distribution plot. Therefore, we set\n",
        "`interval_space=(3,1,1)` to downsample the stored field by a factor of\n",
        "3, which helps reduce the size of the downloaded data significantly."
      ],
      "id": "e22df70f-35b4-42e3-a865-8f37d0c729cd"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [],
      "source": [
        "# add a mode source as excitation\n",
        "mode_spec = td.ModeSpec(num_modes=1, target_neff=n_core)\n",
        "fiber_mode = td.ModeSource(\n",
        "    center=(-gap - lda0, 0, t_1 / 2 + t_space + t_2 / 2),\n",
        "    size=(0, 5 * r_core, 5 * r_core),\n",
        "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
        "    direction=\"+\",\n",
        "    mode_spec=mode_spec,\n",
        "    mode_index=0,\n",
        ")\n",
        "\n",
        "# define a mode monitor at the straight SiN waveguide to compute coupling efficiency\n",
        "mode_spec = td.ModeSpec(num_modes=1, target_neff=n_SiN)\n",
        "mode_monitor = td.ModeMonitor(\n",
        "    center=(L_EC + L_tran + buffer / 2, 0, 0),\n",
        "    size=(0, 4 * W_wg, 6 * t_1),\n",
        "    freqs=freqs,\n",
        "    mode_spec=mode_spec,\n",
        "    name=\"mode\",\n",
        ")\n",
        "\n",
        "# add a field monitor to visualize field distribution at y=0\n",
        "field_monitor = td.FieldMonitor(\n",
        "    center=(0, 0, 0),\n",
        "    size=(td.inf, 0, 3 * r_core),\n",
        "    freqs=[freq0],\n",
        "    interval_space=(3, 1, 1),\n",
        "    name=\"field\",\n",
        ")"
      ],
      "id": "fbd22aa6"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "First we define the simulation with TE polarization. This polarization\n",
        "corresponds to `symmetry=(0,-1,0)`. To learn how to properly utilize\n",
        "symmetry to reduce computational cost, please refer to our [symmetry\n",
        "tutorial](https://www.flexcompute.com/tidy3d/examples/notebooks/Symmetry/).\n",
        "The simulation domain sizes in the $y$ and $z$ directions need to be\n",
        "sufficiently large to ensure the optical fiber mode as well as the\n",
        "waveguide mode field at the tip of the edge coupler decays to zero at\n",
        "the boundaries."
      ],
      "id": "4c8ddbba-fb93-4ef1-9209-f14465cc284f"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAB2wAAAIsCAYAAAA+mlkLAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90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\n"
          }
        }
      ],
      "source": [
        "# define simulation domain size\n",
        "Lx = L_EC + L_tran + 2 * buffer\n",
        "Ly = 6 * r_core\n",
        "Lz = 6 * r_core\n",
        "sim_size = (Lx, Ly, Lz)\n",
        "\n",
        "run_time = 3e-12  # simulation run time\n",
        "\n",
        "# construct simulation\n",
        "sim_te = td.Simulation(\n",
        "    center=((L_EC + L_tran) / 2, 0, 0),\n",
        "    size=sim_size,\n",
        "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=12, wavelength=lda0),\n",
        "    structures=[cladding_SiO2, top_SiN, bottom_SiN, cladding_fiber, core_fiber],\n",
        "    sources=[fiber_mode],\n",
        "    monitors=[mode_monitor, field_monitor],\n",
        "    run_time=run_time,\n",
        "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n",
        "    symmetry=(0, -1, 0),\n",
        ")\n",
        "\n",
        "# plot a few cross sections of the simulation to examine the setup\n",
        "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(10, 3), tight_layout=True)\n",
        "sim_te.plot(y=0, ax=ax1)\n",
        "ax1.set_ylim(-r_core / 2, r_core / 2)\n",
        "ax1.set_aspect(\"auto\")\n",
        "\n",
        "sim_te.plot(z=0, ax=ax2)\n",
        "ax2.set_aspect(\"auto\")\n",
        "ax2.set_ylim(-r_core / 2, r_core / 2)\n",
        "\n",
        "sim_te.plot(z=t_1 / 2 + t_space + t_2 / 2, ax=ax3)\n",
        "ax3.set_aspect(\"auto\")\n",
        "ax3.set_ylim(-r_core / 2, r_core / 2)\n",
        "\n",
        "plt.show()"
      ],
      "id": "f36e9a79"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "In addition, we zoom in to the optical fiber region to ensure it is set\n",
        "up correctly."
      ],
      "id": "775d96de-7dec-418b-8616-7fc9b390e6dd"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAABSwAAAOsCAYAAABAi/gGAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90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\nSUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "ax = sim_te.plot(z=t_1 / 2 + t_space + t_2 / 2)\n",
        "ax.set_aspect(\"auto\")\n",
        "ax.set_xlim(-gap - lda0, lda0)\n",
        "plt.show()"
      ],
      "id": "e7d8618e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The TM polarization simulation can be defined by copying the TE\n",
        "simulation and updating the symmetry."
      ],
      "id": "49e4cd79-3214-4123-84f6-2332378e8575"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "The simulation contains 1.347661944 billion grid points."
          ]
        }
      ],
      "source": [
        "sim_tm = sim_te.copy(update={\"symmetry\": (0, 1, 0)})\n",
        "print(f\"The simulation contains {sim_tm.num_cells / 1e9} billion grid points.\")"
      ],
      "id": "6613cc72"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Each simulation contains over **1 billion** grid points since the length\n",
        "of the coupler is over 500 free space wavelengths. For `Tidy3D`, such\n",
        "large simulations can be handled easily.\n",
        "\n",
        "## Batch Sweeping Different Polarizations\n",
        "\n",
        "We can run the two simulations sequentially. However, for maximum\n",
        "efficiency, we will run them concurrently by making a simulation\n",
        "[Batch](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.Batch.html).\n",
        "To do so, we first put simulations in a Python dictionary."
      ],
      "id": "39abbd02-0f5b-4287-bf30-90b40f33c90f"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [],
      "source": [
        "sims = {\n",
        "    \"TE\": sim_te,\n",
        "    \"TM\": sim_tm,\n",
        "}"
      ],
      "id": "bbb35e11"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Then we submit the simulation as a\n",
        "[Batch](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.Batch.html)\n",
        "to run on the server."
      ],
      "id": "10817b64-47c8-4f60-8e0f-8c317889368d"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"d9b70033cdd24dde9b46b217eaaff78f\",\"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\">03:00:45 UTC </span>Started working on Batch containing <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span> tasks.                       \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\">03:00:47 UTC </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">26.336</span> for the whole batch.               \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>Use <span style=\"color: #008000; text-decoration-color: #008000\">'Batch.real_cost()'</span> to get the billed FlexCredit cost after    \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>completion.                                                        \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"c8ddf6d898964b47876d217665b31e3e\",\"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\">03:00:48 UTC </span>Batch complete.                                                    \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>"
            ]
          }
        }
      ],
      "source": [
        "batch = web.Batch(simulations=sims, verbose=True)\n",
        "batch_results = batch.run(path_dir=\"data\")"
      ],
      "id": "bc224bab"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Result Visualization\n",
        "\n",
        "After the simulations are complete, we can calculate and plot the\n",
        "coupling efficiencies. For both polarizations, the coupling losses are\n",
        "below 4 dB in a broad wavelength range, which is a great improvement\n",
        "compared to the simple single-layer edge coupler."
      ],
      "id": "4318c15c-d27b-4ee8-81f9-05f8116fc4a3"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAABJIAAANnCAYAAABqFXI7AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90\nbGliIHZlcnNpb24zLjExLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlcelbwAAAAlwSFlzAAAd\nhwAAHYcBj+XxZQAA0tNJREFUeJzs3Xd0FPX+xvFnk00FEpKQCKEICKjYKEFAERSkiyAqHaUqqCBg\nQbk0xXsVpAsKiEivCkivKiCgFBFFpXfppJHe9vdHfgTHAG5gdyebvF/n5NzkM7MzDxo9x+d+5zsW\nm81mEwAAAAAAAPAvPMwOAAAAAAAAAPdAkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAA\nAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQB\nAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtF\nEgAAAAAAAOxCkQQAAAAAAAC7WM0OYAabzaaDBw9qx44d2rFjh86ePStJevLJJ9WjR48cXWvbtm1a\nuXKlTp8+LR8fH5UvX17PP/+8Spcu7YTkAAAAAAAA5sl3RVKvXr00e/ZsRUdHZztWuHBhu69z7tw5\nvfDCC1q/fn22Y++++67efvttffDBB/LwYNEXAAAAAADIG/JdkbRnzx7FxMSofPnyevjhh1W5cmW9\n+eabObpGXFycGjVqpL1798rDw0MvvPCC6tSpo/j4eM2dO1fbtm3Thx9+qISEBI0dO9Y5fxAAAAAA\nAAAXs9hsNpvZIVzpl19+UenSpbNWHyUlJcnPz0+S1LVrV02dOvVfr/HOO+9o+PDhkqR58+apTZs2\nWccyMjL04osvavbs2ZKkH374QY8++qiD/xQAAAAAAACul++eu6pUqVKOHmH7pytXrmj8+PGSpKef\nftpQIkmSh4eHPv30UwUGBkqSPvjgg1u+FwAAAAAAQG6S74qk27VixQolJiZKkrp163bdcwoVKqRW\nrVpJkjZu3KioqCiX5QMAAAAAAHAWiqQc2rx5syTJYrGodu3aNzzv8ccflySlpqZq27ZtrogGAAAA\nAADgVBRJOfT7779LksLDw7MeX7uee+65J+v7P/74w+m5AAAAAAAAnC3fvbXtdv3111+SpOLFi9/0\nvL8fP336dI7ucbNH4dLS0vTXX38pMDBQAQEB8vCgCwQAAAAAANeXkZGh2NhYSVLJkiVltd5eFUSR\nlENXrlyRJBUoUOCm5/39eFxcXI7uERwcnPNgAAAAAAAAN3H06FGVKVPmtq7BcpYcSklJkaR/bfC8\nvb2zvk9OTnZqJgAAAAAAAFdgRVIO+fv7KyYm5l/LoatvdpP+ffXSP0VGRt70WLly5SRlNomFCxfO\n0bUBAAAAAED+ER0drbJly0qSAgICbvt6FEk5FBgYqLNnzyo6Ovqm58XExGR9n9O/UUFBQXadV7hw\nYbvPBQAAAAAA+Zsj9lnm0bYcuuuuuyRJJ0+evOl5J06cyPr+6goiAAAAAAAAd0aRlEMPPvigpMyl\nYceOHbvheT///HPW9w888IDTcwEAAAAAADgbRVIONW7cOOv7VatW3fC81atXS5JCQkJUvXp1p+cC\nAAAAAABwNoqkHHr00UezHm8bP378dTfd3rt3r9avXy9JateunTw9PV2aEQAAAAAAwBkoknLIw8ND\n//vf/yRJBw8eVOfOnZWQkJB1/PDhw2rVqpUyMjJUqFAhDRgwwKyoAAAAAAAADpXv3tq2ceNGffbZ\nZ1k/Z2RkGI4999xzWT/7+flp1qxZ2a7RqlUrbd++XWPHjtW8efO0du1aPfzww4qPj9f27duVlpYm\nq9WqhQsXqmjRos79AwEAAAAAALhIviuSjh07pq+//vq6x44fP67jx49n/VygQIEbXmfMmDG6//77\n9f777+vkyZNas2ZN1rGaNWtq/PjxioiIcFhuAAAAAAAAs1lsNpvN7BCudPz4ce3atcuuc61Wq1q0\naHHTc2w2m/bt26dTp07Jx8dH5cuXV6lSpRyQ9PqioqIUHBwsSYqMjFRQUJDT7gUAAAAAANybo3uE\nfFckuTuKJAAAAAAAYC9H9whstg0AAAAAAAC75Ls9kgAAAAAAcAdpaWmKj49XXFycUlNTDS+LQv7h\n4eEhPz8/BQQEyNfXVxaLxdQ8FEkAAAAAAOQykZGROn/+vNkxkEskJiYqMjJSBQsWVPHixeXhYd4D\nZhRJAAAAAADkIufPn1dkZKRhZrVa5eHhYfpqFLiWzWZTWlpa1mq0uLg4/fXXXypRooRpvwsUSQAA\nAAAA5BIpKSmGEik0NFQBAQHy9vY2MRXMZLPZlJCQoDNnzigtLU1xcXFKSkqSn5+fKXnYbBsAAAAA\ngFwiOjo66/tixYqpSJEilEj5nMViUYECBRQeHp41i42NNS0PRRIAAAAAALlEYmKipMzyICAgwOQ0\nyE38/f2z9ka6+ntiBookAAAAAAByifT0dEmSl5eXqRsqI/exWCyyWjN3KDLzDX78VgIAAAAAkMuw\nqTauJzf8XlAkAQAAAAAAwC4USQAAAAAAALALRRIAAAAAAADsQpEEAAAAAAAAu1jNDgAAAAAAAOBM\n48eP17Rp027rGqtWrVJ4eLgkqX379vr999/t/mzTpk313//+97bun1tQJAEAAAAAgDztzJkz2rt3\n721dIyUlJev7AwcO5Oh6999//23dOzehSAIAAAAAAHna66+/rjZt2lz32JgxYzRz5kxJ0sqVK7NW\nHf3T9eYlS5bUsmXL/vX+wcHBOUibu1EkAQAAAACAPK1YsWIqVqzYdY+FhoZmfV+xYkWVLl3a7ut6\ne3urUqVKt5nOvbDZNgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAubbQMAAAAA\nANyCU6dO2bXZ9vTp0/PMptwUSQAAAAAAuJmiPWqYHcHpzk360ewI/yolJUV79+791/Pi4uJckMY1\nKJIAAAAAAABuQcmSJbVs2bJ/Pa98+fIuSOMaFEkAAAAAAAC3wNvbO888smYvNtsGAAAAAACAXViR\nBAAAAACAm3GH/YOQN7EiCQAAAAAAAHahSAIAAAAAAIBdKJIAAAAAAABgF4okAAAAAAAA2IXNtgEA\nAAAAAG7BqVOnVKlSpX89Lzw8XKtWrXJ+IBegSAIAAAAAALgFKSkp2rt377+eFx0d7fwwLkKRBAAA\nAAAA8q1+/fqpQ4cOkjJXDtlj7ty5SkhIsPse3t7et5QtN6JIAgAAAAAA+VZ4eLjdBdJVFSpUcFKa\n3I/NtgEAAAAAAGAXiiQAAAAAAADYhSIJAAAAAAAAdqFIAgAAAAAAgF0okgAAAAAAAGAXiiQAAAAA\nAADYhSIJAAAAAAAAdqFIAgAAAAAAgF0okgAAAAAAAGAXiiQAAAAAAADYhSIJAAAAAAAAdqFIAgAA\nAAAAgF0okgAAAAAAAGAXiiQAAAAAAADYhSIJAAAAAAAAdqFIAgAAAAAAgF0okgAAAAAAAGAXiiQA\nAAAAAADYxWp2AAAAAAAAAGdKSkpSUlLSbV0jICBAHh6Z63Hi4uKUlpZ23WM388/PFSpUSJ6enreV\ny9VYkQQAAAAAAPK0oUOHKigo6La+Tp48mXW9xx9/3HBsxowZ/5ohMTFRJUqUMHxuz549zvxjOwUr\nkgAAAAAAQJ7m5+enwMDA6x5LSkpScnKypMwVQjdaWXSzFUczZsxQ586db5phyZIliomJsTNx7sWK\nJAAAAAAAkKcNGTJE0dHR1/167bXXss779ddfb3heqVKlsl03JCREkrR582YdO3bsphmmT59u+Iy7\nokgCAAAAAAC4BeXKlVNERIRsNptmzZp1w/NOnz6tjRs3SpLatWvnqnhOQZEEAAAAAABwizp16iRJ\nmjlzpmw223XPmTlzpjIyMlS5cmU9+OCDLkzneBRJAAAAAAAAt6ht27by9vbWkSNH9MMPP1z3nJkz\nZ0qSXnzxRVdGcwqKJAAAAAAAgFsUHBysZs2aSdJ13962fft2HThwQF5eXmrfvr2r4zkcRRIAAAAA\nAMBtuPp426JFi5SYmGg4dnWT7aZNm6pIkSIuTuZ4FEkAAAAAAAC3oVGjRrrjjjsUGxurJUuWZM2T\nkpK0cOFCSdfKJndnNTsAAAAAAADIoYEBZidwvg9izU5gN6vVqvbt22v06NGaPn161pvZlixZoujo\naIWGhqpJkyYmp3QMViQBAAAAAADcpqsrjjZu3KjTp09LurZnUrt27eTl5WVWNIeiSAIAAAAAALhN\nDzzwgKpUqaKMjAzNnj1bZ86c0YYNGyTlncfaJB5tAwAAAAAAcIhOnTrp559/zlqJlJ6ergcffFCV\nKlUyN5gDUSQBAAAAAOBu3Gj/oPykXbt2evPNN7V//36NGDFCUt5ajSTxaBsAAAAAAIBDhISEqGnT\nppKkqKiorE248xKKJAAAAAAAAAfp2rWrAgMDFRgYqJYtWyosLMzsSA7Fo20AAAAAAAAO0rRpU0VH\nR5sdw2lYkQQAAAAAAAC7UCQBAAAAAADALjzaBgAAAAAA8i0/Pz8FBgZKkjw87FtvU6hQIQUGBqpQ\noUI5vp+Pj0/W/axW96tlLDabzWZ2CNgvKipKwcHBkqTIyEgFBQWZnAgAAAAA4ChHjx5VcnKyfHx8\nVLZsWbPjIJe5ld8PR/cIPNoGAAAAAAAAu1AkAQAAAAAAwC4USQAAAAAAALALRRIAAAAAAADsQpEE\nAAAAAAAAu1AkAQAAAAAAwC4USQAAAAAAALALRRIAAAAAAADsQpEEAAAAAAAAu1AkAQAAAAAAwC4U\nSQAAAAAAALALRRIAAAAAALmMzWYzOwJyodzwe0GRBAAAAABALuHp6SlJSk1NVUZGhslpkJvYbDal\npaVJkjw8zKtzKJIAAAAAAMgl/Pz8JGWWBrGxsSanQW6SkJCQVS5e/T0xA0USAAAAAAC5ROHChbO+\nP3v2rC5duqSUlBTzAsF0NptN8fHxOnPmTNYsICDAtDxW0+4MAAAAAAAMvL29FRwcrMjISEnSxYsX\ndfHiRVmtVnl4eMhisZicEK509XG2vz/mWLBgQfn6+pqWiSIJAAAAAIBc5I477pC3t7fOnTuXNbu6\nNw7yt4IFC6p48eKmFooUSQAAAAAA5DJBQUEqVKiQ4uPjFRcXx+bb+ZiHh4f8/PwUEBAgX19f01el\nUSQBAAAAAJALWa1WBQYGKjAw0OwoQBY22wYAAAAAAIBdKJIAAAAAAABgF4okAAAAAAAA2IUiCQAA\nAAAAAHahSAIAAAAAAIBdKJIAAAAAAABgF4okAAAAAAAA2IUiCQAAAAAAAHahSAIAAAAAAIBdKJIA\nAAAAAABgF4okAAAAAAAA2IUiCQAAAAAAAHahSAIAAAAAAIBdKJIAAAAAAABgF4okAAAAAAAA2IUi\nCQAAAAAAAHahSAIAAAAAAIBdKJIAAAAAAABgF4okAAAAAAAA2IUiCQAAAAAAAHahSAIAAAAAAIBd\nKJIAAAAAAABgF4okAAAAAAAA2IUiCQAAAAAAAHahSAIAAAAAAIBdKJIAAAAAAABgF4okAAAAAAAA\n2IUiCQAAAAAAAHahSAIAAAAAAIBdKJIAAAAAAABgF4okAAAAAAAA2IUiCQAAAAAAAHaxmh3AnW3a\ntEmLFy/Wr7/+qsuXL8vLy0vFihXTww8/rA4dOqhs2bJmRwQAAAAAAHAYi81ms5kdwt3ExMSobdu2\nWr169Q3PsVqtGjRokAYPHuzQe0dFRSk4OFiSFBkZqaCgIIdeHwAAAAAA5B2O7hF4tO0WtGrVKqtE\nqlmzpubOnaudO3dq06ZNGjVqlIoVK6a0tDQNGTJEn3zyiclpAQAAAAAAHIMVSTm0a9cuVatWTZJU\nr149rVu3Th4exj7uxIkTqlKliiIjIxUeHq7Tp0/LYrE45P6sSAIAAAAAAPZiRZLJ9uzZk/V9z549\ns5VIknTnnXeqWbNmkqQzZ87o/PnzLssHAAAAAADgLBRJOVSoUKGs7wMCAm543tVjFotFBQsWdHou\nAAAAAAAAZ6NIyqGaNWvKy8tLkrR27drrnpOamqpvv/1WklSlShWKJAAAAAAAkCdQJOXQnXfemfUm\ntjFjxujjjz9WQkJC1vFjx46pbdu2+v333+Xv76/x48ebFRUAAAAAAMCh2Gz7Fs2ePVvDhw/Xvn37\n5OHhofDwcCUkJCgyMlKenp568sknNXz4cD300EM5vnZUVNQNj0VHR6ts2bKS2GwbAAAAAADcnKM3\n27Y6IlR+VK5cOT3wwAP6888/lZ6ertOnT2cdCwwM1EMPPaTQ0NBbuvbVv8EAAAAAAAC5CY+23YLJ\nkyerVq1amjdvnh599FEtWLBAv/zyi3bs2KFx48apQIECGjFihKpVq6a9e/eaHRcAAAAAAMAheLQt\nh7Zu3arHHntMNptN7du316xZs2SxWAznXLp0SdWrV9fRo0d15513av/+/fL19bX7HjzaBgAAAAAA\nHMHRj7axIimHxo8fL5vNJk9PT40ePTpbiSRJRYoU0XvvvSdJOnHihJYuXZqjewQFBd3wq3Dhwg74\nUwAAAAAAAOQcRVIO/fzzz5Kku+++W2FhYTc877HHHsv2GQAAAAAAAHdGkZRDqampkiQfH5+bnvf3\nR9mufgYAAAAAAMCdUSTlUPHixSVJhw8fvmlB9Mcff2R9Hx4e7vRcAAAAAAAAzkaRlEP16tWTJF25\nckVTpky57jk2m00jR47M9hkAAAAAAAB3RpGUQ6+++qoCAwMlSf369dOoUaMUHx+fdfzkyZNq3769\nVq1aJUlq1KiRqlSpYkpWAAAAAAAAR7LYbDab2SHczbfffquWLVsqJiZGkuTl5aXixYsrJSVFZ86c\nyTqvcuXKWr9+vUJCQhx2b0e/tg8AAAAAAORdju4RWJF0C+rWravffvtNvXv3VsmSJZWamqrjx4/r\nzJkz8vT0VOXKlTV27Fj9+OOPDi2RAAAAAAAAzMSKJAeIjo5WZGSkrFarwsLCDG9sczRWJAEAAAAA\nAHs5ukewOiJUfle4cGEVLlzY7BgAAAAAAABOxaNtAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7\nUCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAA\nsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAA\nAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAA\nAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQA\nAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJ\nAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxC\nkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADA\nLhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAA\nAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAA\nAADALhRJAAAAAAAAsAtFEgAAAAAAAOxCkQQAAAAAAAC7UCQBAAAAAADALhRJbiwlLdXsCAAAAAAA\nIB+hSHJjc374xuwIAAAAAAAgH6FIcmMT183WxdhIs2MAAAAAAIB8giLJjV1JitfwZZPNjgEAAAAA\nAPIJiiQ3N2frMv128oDZMQAAAAAAQD5AkeTmbDabBi0cI5vNZnYUAAAAAACQx1Ek5QE/Hv5F3+ze\nYHYMAAAAAACQx1Ek5RHDvp6ghJQks2MAAAAAAIA8jCLJjVk9PLO+/yvqvCaunWViGgAAAAAAkNdR\nJLmxDo+1MPw8cd1snY48Z04YAAAAAACQ51EkubFXG3RQSKGgrJ+TUpM1bPEEExMBAAAAAIC8jCLJ\njQX4FdSA5j0Ms292bdD2Q3tMSgQAAAAAAPIyiiQ31+aRp/RgqbsNs0ELxyg9I92kRAAAAAAAIK+i\nSHJznh6eGtaqr2G279RBzdu63KREAAAAAAAgr6JIygOql6ukFhH1DbP/fTNJMQlXTEoEAAAAAADy\nIoqkPGJQy9fk5+WT9XNkXLRGr/zCxEQAAAAAACCvoUjKI4oH36HXGr1gmH3x3SIdOnfcnEAAAAAA\nACDPoUjKQ16p317Fg4tm/ZyWka7Bi8bKZrOZmAoAAAAAAOQVFEl5iJ+3r4Y828sw++73H7Vh3zaT\nEgEAAAAAgLyEIimPaValrmqWr2yYDVk0VilpqSYlAgAAAAAAeQVFUh5jsVg0rFVfeViu/a09euGU\npn670MRUAAAAAAAgL6BIyoPuL1lBHWo1N8xGr/pCF2Mvm5QIAAAAAADkBRRJedTbT7+kQP9CWT/H\nJSXof0snmZgIAAAAAAC4O4qkPKpIoSC92bSbYTZ/+wr9cuJPkxIBAAAAAAB3R5GUh3V6/FmVL1o6\n62ebzaZBC0bLZrOZFwoAAAAAALgtiqQ8zMvTqvef72OY7Tz6m5bsXGdOIAAAAAAA4NYokvK4J+6r\noQYP1jLMhi2eoPjkRJMSAQAAAAAAd0WRlA+899zr8vK0Zv18NvqiJqydaWIiAAAAAADgjqz/fsrt\nS0lJ0U8//aTvv/9eu3bt0oULF3Tx4kUlJSUpNDRUoaGhKl++vOrUqaM6derojjvucEWsfKNMWEm9\nVK+NJq6bnTX7dN0ctX2kmUoVCTcxGQAAAAAAcCcWmxN3Xt61a5c+++wzzZ8/XwkJCXZ/rnr16urZ\ns6dat24tX19fZ8VzS1FRUQoODpYkRUZGKigoyK7PXUmM1yNDntfF2Mis2VNV6mrqS/9zSk4AAAAA\nAGC+W+0RbsQpRdLGjRs1YMAA7dixwzC3Wq0qU6aMgoODFRISIh8fH12+fFmRkZE6ffq0oqOjDecH\nBwerd+/eeuutt+Tv7+/omG7pdn4B5m9boT4zPzDMvuo7UbXururQjAAAAAAAIHfI1UXSgQMH9Oab\nb2rFihVZs+rVq+uZZ55RzZo1FRERccNCyGazaf/+/frxxx+1ceNGLV26VPHx8ZKk4sWL68MPP1SH\nDh1ksVgcFdct3c4vQEZGhpoM76ZfTvyRNatYvJzWDZguq6dLnnIEAAAAAAAulKuLpGrVqmnXrl0K\nCQlRz5499cILL6h8+fK3dK34+HgtXrxYkyZN0rZt2yRlPipXtWr+Xj1zu78Au47+pqdGdDfMhrd7\nWy/WbumwjAAAAAAAIHdwdJHk0Le2BQUFadiwYTp27JiGDRt2yyWSJBUoUEAdO3bU1q1btWbNGlWv\nXl1O3M4p34go+4Ceq97IMBv+zWRFx8ealAgAAAAAALgLh65ISktLk9XqvEeknH19d+CIJvFs1AU9\nOrS1EpITs2bdnmilD1r3c1hOAAAAAABgvly9IsnZJU9+L5EcpVhQmF5v9KJh9uWmr7X/zFGTEgEA\nAAAAAHfg0CIJ7uPlJ9uqVJHwrJ/TM9I1ZNFYHh8EAAAAAAA3RJGUT/l6+Wjos70Ns01/7tDavVtM\nSgQAAAAAAHI704ukuLg4bd26VatWrdLOnTuVkpJidqR8o3GlOqp1d4RhNmjRGCWkJJmUCAAAAAAA\n5GZOK5IyMjK0ceNGjRo1Sp988om+++47w/GEhAT16tVLoaGhqlWrlpo2baqHH35YRYoU0Xvvvaf0\n9HRnRcP/s1gsGtaqjzw9PLNmpy6f1dhVX5qYCgAAAAAA5FYOfWvbVRcuXNBTTz2lnTt3GuaPPPKI\nVq9eLX9/f7Vo0UIrV6684TXatm2ruXPnOjqa23P0buuSNHjhWE35dn7Wz16eVm0cOEsVipW57WsD\nAAAAAADzOLpHcEqRVLt2bW3Zcv29drp06aKHH35YPXr0kCQ99thjqlatmnx8fHT8+HGtXLlSsbGx\nkqRFixbpueeec3Q8t+aMIikuKV61hrTRuZiLWbNHKlTR130nymKx3Pb1AQAAAACAOXJ9kfTtt9+q\nXr16kqTGjRurZ8+eCgoK0ubNm/X+++/Lx8dHZcuW1e+//65vvvlGjRs3Nnz+0qVLatSokXbv3q06\ndero+++/d2Q8t+eMIkmSlu3eqJc+/49hNqHzED1XvfENPgEAAAAAAHI7R/cIVkeE+rurj6s9/PDD\nWrlyZdaKllq1aumOO+5Qt27d9Msvv6hHjx7ZSiRJKlKkiD7//HNVqVJF27dvV0pKiry9vR0dE//Q\nrEpdPV6xur7/46es2dCvxuvJ+x9V4QIBJiYDAAAAAAC5hcM32/7jjz8kSd27d8/2WNQLL7wgX19f\nSVKjRo1ueI3KlSsrLCxMKSkpOn36tKMj4josFos+bPOmfKzXSrtLV6L04TeTTEwFAAAAAAByE4cX\nSdHR0ZKkMmWyb9Ts5eWl4sWLS5KKFi160+sUK1ZMkhQTE+PYgLihMmEl1avRC4bZzC1L9POx301K\nBAAAAAAAchOHF0mpqamSpMDAwOseL1y4sCTJ09Pzusevslozn7pLT093XDj8q9cadlSZ0BJZP9ts\nNr0zb4TSM/j7AAAAAABAfufwIgnuzdfLRx+1fcsw+/XkAU3ftNikRAAAAAAAILegSEI2dSpWV/OI\nJw2zj76ZpPMxl0xKBAAAAAAAcgOnFUnp6elKS0vL9vVvx/95Hszx3nOvq6Cvf9bPV5LiNfSr8SYm\nAgAAAAAAZnNakVSjRg15eXll+9q9e/dNj//zPJijaOFQ9W/2smG2ZOc6bf5zh0mJAAAAAACA2Xi0\nDTfU+fFndX/JCobZu/NHKjk1xaREAAAAAADATFZHX7BJkya65557HHa9kJAQh10rz7HZnHp5q6dV\nI9q9raYjusv2//c6cv6kJq6brX5Nuzj13gAAAAAAIPex2GxObiPgUFFRUQoODpYkRX4/RUF1ujv9\nnm/PGa6ZW5Zk/exj9damIXNVOrSE0+8NAAAAAABunaFHiIxUUFDQbV2PR9vc2YZhUsJlp99mQIue\nCil07RctOS1FA+aPEh0kAAAAAAD5C0WSO0uIktYMdvptChcI0OCWrxlm3/6+XSv3fOf0ewMAAAAA\ngNyDIsnd/TxLOvaD02/TqkYT1Shf2TAbtHCM4pLinX5vAAAAAACQOzh0s+1vvvlGFy9edOQl1aJF\nCxUpUsSh18xzlvWRXt0qWX2cdguLxaKP2r6lJz/oqLSMdEnS2eiL+njFVL333OtOuy8AAAAAAMg9\nHFokDRs2TLt373bkJVWpUiWKpH9z8aC0eYxU9x2n3uae8LLqUb+dJqydlTWb+u1Cta7RRBVLlHfq\nvQEAAAAAgPl4tC2v2DRSunTI6bfp26SLSgQXzfo5PSNd/eeOUEZGhtPvDQAAAAAAzOXQImnbtm1K\nTEy87ldsbKzefvttWa1WPf/881q2bJlOnjypK1eu6OLFi/rxxx/13nvvKSQkRNWqVdOvv/6qxMRE\nVa1a1ZER85YCIde+T0+RvukrOflNagV8/PTf1v0Ms51Hf9P87Sucel8AAAAAAGA+i80F73C32Wzq\n0KGDFi5cqEWLFqlFixY3PPfChQuqX7++zp07px9//FFlypRxdjy3EhUVpeDgYElS5OYvFLS2j/GE\nZydJlds5PccLn76pdb9e2+Q7qECAfnhvoUIKFnb6vQEAAAAAgH0MPUJkpIKCgm7rei55tG3VqlWa\nO3euXn755ZuWSJIUFhamWbNm6cKFC+rXr99Nz8337msh3fWEcbZ6gBR/2em3/qBVP/l5XdvcOyo+\nVh8snuj0+wIAAAAAAPO4pEhasGCBJOnpp5+26/wHH3xQpUuX1rJlyxQfz+vlb8hikZ4eI1l9r80S\nIqU1A51+61JFwtWvaVfDbN625dpxeK/T7w0AAAAAAMzhkiLp+PHjkiR/f3+7P+Pv76+MjAydPHnS\nSanyiJCy0uNvG2d75khHtzj91i8/2VYVihkfPXx77gilpqc5/d4AAAAAAMD1XFIk+fn5SZJ2795t\n1/kxMTE6fPiw4bO4iVq9pbB7jbNlr0tpyU69rbfVSx+1fcsw23/miKZ+u8Cp9wUAAAAAAOZwSZFU\nrVo1SdKIESN0/vz5fz3/nXfeUUpKiu644w6VLFnS2fFuy9mzZ/X+++/r4YcfVmhoqPz8/FShQgU9\n++yzWrhwoRITE50fwuotNR9nnF06LG0e7fRbP1Khip6v0cQw+3jFVP0V+e9/nwEAAAAAgHtxSZHU\nrVs3+fn56cyZM6pRo4a+/vprpaamZjtv//79atWqlSZNmiRJeuWVV+Tp6emKiLdkxowZuueeezRk\nyBDt3LlTly5dUlJSkg4dOqTFixerdevWGjdu3L9fyBHurCFFdDbONo2SLh5y+q0Ht3xNgf6Fsn5O\nSE7U4EVjnH5fAAAAAADgWi4pkkqXLq1JkybJYrHo+PHjeu655xQcHKwaNWqocePGeuKJJ1S6dGnd\ne++9WrRokSSpbt266t+/vyvi3ZJJkyapU6dOio2NVZUqVbRo0SKdP39eKSkpOnfunL755hu1adNG\nBQoUcF2ohkOlAqHXfk5PkZb1kWw2p942NCBYA1r0NMxW7vleG37b5tT7AgAAAAAA17LYbE5uGf5m\n1apVevnll3X69OkbnmO1WvXqq6/qww8/zLX7I+3bt09VqlRRamqqWrRooUWLFslqtbrk3lFRUQoO\nDpYkRUZGKigoyHjC3kXSIuPb1NTyM6lKe6fmysjIUNMR3bTn+B9Zs1JFwvX94Lny9/a9yScBAAAA\nAICz/GuPkEMuLZIkKTU1VcuXL9fGjRt14MABxcTEyNfXV+Hh4apRo4Zat26t8PBwV0bKsYYNG2rd\nunUKCwvTwYMHFRgY6LJ7/+svgM0mzXhGOvzttZl/sPT6bqlAiFOz/XbygBp+2FkZtoysWZ/GnfRO\n8x5OvS8AAAAAALg+ty+S3N2RI0dUvnx52Ww2DRw4UMOGDXPp/e36BYg8Jo2vLqUlXZtVbic9O8np\n+QYuGK2p3y3M+tnL06pvB81W+aKlnX5vAAAAAABg5OgiySV7JOUlq1ev1tXurXnz5ianuYHgMtIT\n7xhne+ZKRzc7/dZvP/2SwgKurXxKTU9TnxkfKD0j3en3BgAAAAAAzkWRlEM7duyQJHl7e+uhhx7S\nli1b9Oyzz6po0aLy8fFRsWLF1Lx5c33zzTfmBq3VS7qjonH2zetSatL1z3eQAL+Cev/5PobZ7mP7\n9On6OU69LwAAAAAAcD6HFknOfkouNzyFd/LkSUlSeHi4hg8frjp16mjx4sWGN7YtW7ZMLVq00LPP\nPqukpJwXN1FRUTf8io6Otu8inl5S83HG2eUj0uZROc6TU80jnlTDBx8zzD5e/rn+/OuI0+8NAAAA\nAACcx6FF0jPPPKPPPvtMKSkpjrysduzYoUaNGunnn3926HVvxdUi5+zZsxo0aJDCwsI0c+ZMXb58\nWYmJidq2bZueeOIJSdLixYvVq1evHN8jODj4hl9ly5a1/0KlqkvVuhhnm0dLFw/mOFNOWCwWfdz+\nHQUXuLYJeUpaqnpPf0+p6WlOvTcAAAAAAHAehxZJp0+f1iuvvKLy5ctr3LhxunDhwi1fKy0tTatW\nrVKzZs1UvXp1rV27NlesSMrIyHwjWXJysnx9ffXtt9+qY8eOCg4Olq+vr2rWrKm1a9fqkUcekSR9\n8cUX+v33380L3GCIVDDs2s/pqZmPuDn5r2VYYIg+bPuWYfbbqYMau+pLp94XAAAAAAA4j0OLpEmT\nJqlWrVo6efKk+vTpo+LFi+upp57KKlOuljA3cuHCBa1YsSLrs02bNtWKFSsUEhKicePGqVKlSo6M\ne0sKFiyY9X379u1VsWLFbOd4eXlp6NChkjIfx/v6669zdI/IyMgbfh09ejRngf2CpKbDjbPjW6Wf\nnb9nUfOIJ9U84knDbNzq6dp7Yr/T7w0AAAAAABzPYnPCMp+vvvpKAwcO1IEDBwzzgIAA3XPPPQoJ\nCVFwcLB8fHyyCpKTJ0/q+PHjhvMLFCigHj16aODAgSpcuLCjY96S5s2ba9myZZKkmTNnqmPHjtc9\nLzk5WX5+frLZbHr22Wf11VdfOeT+t/TaPptNmvmsdGjDtZlfkNRnt1SgiENy3UhkXIzqvN9WF2Mj\ns2Z3h5fV2ne/lK+Xj1PvDQAAAABAfndLPcJNOOWtbc8995z+/PNPrVu3Ts8884ysVqskKTY2Vjt2\n7NDq1as1Z84cTZs2TUuXLtXmzZsNJdJ9992nTz75RGfOnNHIkSNzTYkkSffee2/W9zf7i+/j4yN/\nf39JmX9uU1ksUrPRkpfftVlilLR6gNNvHVwwUCPbv2OYHThzVB8v/9zp9wYAAAAAAI5lddaFLRaL\n6tevr/r16ys6OlpbtmzR5s2btXv3bp0/f14XL15USkqKihQpotDQUJUvX1516tRRnTp1VK5cOWfF\num0PP/xw1vdRUVE3PC8pKUkJCQmSlDuKsODS0hPvSOuGXJv9Ml+q3E6663Gn3rrhQ7XVumZTLdi+\nMmv22fq5avRQbVW760Gn3hsAAAAAADiO04qkvytcuLCaNWumZs2aueJ2TtWwYUP5+/srISFBmzZt\nuuGjbVu2bMnaHLxy5cqujHhjj74m7V0onf/b5t/L+kiv/Sh5+Tr11sNa9dWW/Tt1JipzA/YMW4Ze\nnzFMGwbOkr+3c+8NAAAAAAAcwymPtuVlBQoUUPfu3SVJc+bM0R9//JHtnLS0tKzNtq1Wq1q1auXK\niDfm6SU1H5v5qNtVl49Km0Y6/dYBfgU1uuN/DLOjF07pf0s+dfq9AQAAAACAY1Ak3YJBgwapZMmS\nSkpKUt26dTV79mxFRUUpOTlZ27dvV4MGDbRt2zZJ0ptvvqm77rrL5MR/U6q6VK2LcbZljHTB+W9S\ne7xidb1Yu6VhNvW7hfrhwG6n3xsAAAAAANw+p7y1LT/4448/1LRp02xvmvu7V155RZ988ok8PBzX\n1zlkt/XEaGlcNSnu/LXZnTWlrqslB2a9nvikBNX9oKNOXPora1YiuKi+GzRHhfwKOPXeAAAAAADk\nN27x1rb8oGLFivrtt9/04Ycfqlq1aipcuLC8vb1VsmRJtW3bVps3b9bEiRMdWiI5jF9hqelw4+zE\ndunn2U6/dQFff419caAsf3u87nTkOb339Xin3xsAAAAAANweViS5GYc1iTabNOs56eD6azO/wtLr\nu6SCYbcf9F8MWTRWkzfON8zmvDZa9e5/xOn3BgAAAAAgv2BFEhzDYpGeGiV5+V2bJUZLUxtLFw86\n/fbvNO+hcnfcaZi9MetDRcfHOv3eAAAAAADg1lAk5WfBpaW6A4yzS4ekSU9If6506q39vH01vtNg\neViu/Qqei7mogQtHO/W+AAAAAADg1lEk5XePvCKVftQ4S74izWkrbfhAyshw2q2rlLlPvRp2NMy+\n+mmNVu353mn3BAAAAAAAt44iKb/z9JJeXCxVapP92PcjpDmtMx95c5J+TbuqYvFyhtlbc4fr0pUo\np90TAAAAAADcGookZO6T9OxkqekIycPTeOzA2sxH3S7sd8qtfby8Nb7TYFn/dt/LV6LUf+4IsQ88\nAAAAAAC5C0USMlksUs0eUuflUoEixmOXj0iT6kq/L3PKre8vWUFvPNXVMFu55zst3bX+Bp8AAAAA\nAABmyDVF0r59+zRp0iRNnTpVx44dMztO/lWmltRzs1S8inGeEifN6yCtf1/KSHf4bXs1fEGV7qxo\nmL07b6TORV90+L0AAAAAAMCtcVmR1KNHD7Vt21YxMTHZjr377rt64IEH1LNnT3Xv3l0VKlTQ+PHj\nXRUN/1S4hNRtjVSlQ/Zjm0ZKs56XEh27h5HV06rxnQbJx+qdNYtOiNUbsz/kETcAAAAAAHIJlxRJ\nP//8syZPnqxDhw4pMDDQcGz9+vX66KOPDLO0tDT16dNHmzdvdkU8XI+Xr/TMRKnZaMnDajx2aIP0\naR3p3O8OvWWFYmX0TvOXDbON+7Zp3rYVDr0PAAAAAAC4NS4pkpYuXSpJatmyZbZj48aNkySVKlVK\n27dv18GDB/X444/LZrNp+PDhroiHG7FYpOrdpC4rpYJhxmNRx6XJ9aTfFjv0li/Va6Pq5R4yzAYv\nGqNTl8869D4AAAAAACDnXFIkHTlyRJJ01113GeZJSUlavz5zQ+XBgwerRo0aKl++vCZPnixJ2rhx\no9LS0lwRETdTuqb0ymapZDXjPDVBWtBJWjvYYfsmeXp4atyLg+Tn7Zs1i0tKUN+Z/1VGRoZD7gEA\nAAAAAG6NS4qks2czV5MUL17cMN+xY4dSUlIkSc2aNcuaV6hQQeHh4UpOTtapU6dcERH/JiBc6rpK\niuiU/diWsdKMllLCZYfcqnRoCQ1u+Zph9sOBXZq+2bGrnwAAAAAAQM64pEhKTk6WlLkC6e+2bNki\nSSpfvrzCwoyPToWEhEiSYmNjXZAQdrH6SC3GS83HSZ5exmNHvpM+fVw6+6tDbvVi7ZZ67J4Iw2zY\n4gk6doFiEQAAAAAAs7ikSAoNDZUkHTp0yDBfu3atJOmxxx7L9pmoqMy3ggUFBTk5HXKsWufM1UmF\nihrn0SekKfWlvQtv+xYeHh4a88JAFfT1z5olpiTp9RnDlO6gx+gAAAAAAEDOuKRIiojIXFny+eef\nKzExUVLmm9x++OEHSdKTTz5pON9ms+n8+fOyWCwqVqyYKyIip0pVz9w3qVQN4zw1UVrUTVo9QEq/\nvf2tSgQX1bBW/QyzHUd+1eQN82/rugAAAAAA4Na4pEhq166dvLy8tGfPHt1///1q2bKl6tatK5vN\nppCQED399NOG848cOaLU1FRVqFBBXl5eN7gqTFeoqNRlhfRw1+zHtk6QZjwjxV+6rVu0qdlU9R94\n1DAbvmyydh397bauCwAAAAAAcs4lRVLZsmU1cuRISdLRo0e1ZMkSxcTEyGq1asKECSpQoIDh/DVr\n1kiSGjZs6Ip4uB1Wb+npMVKLCZKnt/HY0U3Sp3WkC/tv+fIWi0UjO7yrwv4BWbPktBS1n9BPf5w+\ndJNPAgAAAAAAR3NJkSRJvXv31ubNm9WtWzc1bdpUvXr10s6dO9WmTZts5x4+fFj33XdftpVKyMUi\nXpC6r8l8u9vfxZySPm8ondp5y5e+I7CIPmr3lvGyCVfUevzrbL4NAAAAAIALWWw2m83sELBfVFSU\ngoODJUmRkZG5bzPyuAvS/Bel41uNc+8CUtvZUvl6t3zpkSumauSKqYZZyZBiWvbmZBULCrvBpwAA\nAAAAyL8c3SO4bEUS8omCYVLnZVJEZ+M8JV6a3Ur67etbvvQbTbuqe93Whtmpy2fVevzrioyLueXr\nAgAAAAAA++SaImnfvn2aNGmSpk6dqmPHjpkdB7fD00tqPlZ63Pg4mtJTpYVdpJ8+v6XLWiwWvffc\n63q+RhPD/ODZY2o/oa/ikuJvMTAAAAAAALCHy4qkHj16qG3btoqJyb5y5N1339UDDzygnj17qnv3\n7qpQoYLGjx/vqmhwBotFenKQ1OQj49xmk5a/IX37Ueb3OeTh4aExHQeo0UO1DfM9x/9Qp8/6Kyk1\n+XZSAwAAAACAm3BJkfTzzz9r8uTJOnTokAIDAw3H1q9fr48+MpYNaWlp6tOnjzZv3uyKeHCmR16R\nnpsieViN82//J618S8rIyPElrZ5WTeo2TI/eXdUw/+HALvWcOlhp6Wm3kxgAAAAAANyAS4qkpUuX\nSpJatmyZ7di4ceMkSaVKldL27dt18OBBPf7447LZbBo+fLgr4sHZKrWR2s+TvPyM8x+nSF91k9JS\ncnxJXy8fzeg5QpXurGiYr967SW/M/lAZt1BQAQAAAACAm3NJkXTkyBFJ0l133WWYJyUlaf369ZKk\nwYMHq0aNGipfvrwmT54sSdq4caPS0lhdkifc3VDq9I3kW9g4//UraU6bzM24c6igbwHN6TVaFYqV\nMcwXbF+poV+NFy8kBAAAAADAsVxSJJ09e1aSVLx4ccN8x44dSknJXI3SrFmzrHmFChUUHh6u5ORk\nnTp1yhUR4Qp31pC6rZYKFTXOD22QvmwuJUTm+JIhBQtrQe9xKhFsvOaUb+drzKovbyctAAAAAAD4\nB5cUScnJmRsgJyUlGeZbtmyRJJUvX15hYWGGYyEhIZKk2NhYFySEyxS9T+q+Tgo2riLSqR3S1MZS\n7JkcX7JYUJgW9flEoQHBhvmI5VP0xXeLbictAAAAAAD4G5cUSaGhoZKkQ4cOGeZr166VJD322GPZ\nPhMVFSVJCgoKcnI6uFxwaeml9VLRB4zzC39KUxpIlw7n+JJlwkpqfu9xCvQvZJj/Z8Eoff3TmtsI\nCwAAAAAArnJJkRQRESFJ+vzzz5WYmCgp801uP/zwgyTpySefNJxvs9l0/vx5WSwWFStWzBUR4WoF\nw6Ruq6TSjxrn0SelzxtIZ37J8SXvK1Fes18dJT8vH8O894xhWvfrltsICwAAAAAAJBcVSe3atZOX\nl5f27Nmj+++/Xy1btlTdunVls9kUEhKip59+2nD+kSNHlJqaqgoVKsjLy8sVEWEG30DpxcXSPU2M\n8/hL0hdNpaM5L3+q3fWgpvUYLi9Pa9YsPSNd3af8R1sP7L7dxAAAAAAA5GsuKZLKli2rkSNHSpKO\nHj2qJUuWKCYmRlarVRMmTFCBAgUM569Zk/koUsOGDV0RD2by8pPazpYqtzfOk69IM1tKf6zI8SWf\nuK+GJnQeKovFcu1yaSl68bO3tPfE/ttNDAAAAABAvuWSIkmSevfurc2bN6tbt25q2rSpevXqpZ07\nd6pNmzbZzj18+LDuu+++bCuVkEd5WqWWn0q1ehvnacnSvA7S7lk5vmTziCf1cbv+hllcUoLaftJH\nh84dv42wAAAAAADkXxabzWYzOwTsFxUVpeDgzLeTRUZG5r3NyLeMldYOzj5v+L70WJ8cX27C2ln6\nYMlEwyw8KEzfvDlZJUPYfwsAAAAAkLc5ukdw2YokwC6P9ZGemShZ/vGruXawtGaglMPe87WGHfVa\nw46G2ZmoC2o9rrcuxkbeZlgAAAAAAPIXiiTkPlU7Zu6bZDW+fU0/jJcWvyKlp+Xocv9p8Yo6PtbC\nMDt64ZTaftJHMQlXbjMsAAAAAAD5hymPtm3atEkbN27U/v37FR0dLT8/P4WHh6tmzZp65plnVKhQ\nIVdHcht5/tG2vzu6RZrTJnPj7b+79ympzczMvZXslJ6Rrp5fDNay3RsN8+rlHtK83uPk7+3riMQA\nAAAAAOQqju4RXFok/fLLL+rUqZP27t17w3MCAgI0dOhQ9enTx/DWLWTKV0WSJJ35RZrRUoq/ZJw3\neE+q3TdHl0pJS9WLn72l737/0TCve19NTe85Qt5Wr9sMCwAAAABA7uK2eyRt3bpVNWvWNJRIRYoU\n0d13360777xTVmvm6pLY2Fj169dPr776qquiITcLryR1XysVLmWcf/uhdOlwji7lbfXSFy9/pIfv\netB4qd+3q8fUgbqSGH+bYQEAAAAAyNtcUiQlJSWpTZs2SkpKkr+/v4YOHaoTJ07o4sWL2r9/v44f\nP64rV65oyZIlevDBzP/I/+yzz7R48WJXxENuV6R8ZpnkH3xtlpYkffN6jjff9vf21axXR+m+EuUN\n81W/bNKT/31BPx/b54jEAAAAAADkSS4pkubNm6fTp0/L399fmzdv1pAhQ1SqlHGFia+vr1q0aKEd\nO3aofv36kqSPP/7YFfHgDgKLS40/NM6ObZF2z8z5pfwLaX7vsSoTWsIwP3HpLz398cv6ZM1MZWRk\n3E5aAAAAAADyJJcUSRs2bJAk9e3bV1WrVr3puT4+Ppo6daosFot27Nih2NhYV0SEO6jURipX1zhb\nM1C6ci7HlwoNCNHCPp/o3uJ3GeZpGen679JP1Wpcb52Lvng7aQEAAAAAyHNcUiSdPn1aklSvXj27\nzi9VqpTKlSunjIwMnTlzxpnR4E4sFqn5OMnL/9osKUZa8dYtXa5kSDGt6v+FOtd5LtuxHw7sUt1h\nHbTu1y23mhYAAAAAgDzHJUXS1RfDeXjYf7ur57rwpXJwB0F3SvUHGWe/fyP9sfyWLufn7asP276p\nGT1HKLhAoOFYZHyMXvj0LQ2YP1JJqcm3mhgAAAAAgDzDJUVSeHi4JOmHH36w6/wLFy7o8OHDslgs\nKlasmDOjwR3V6CGV+McjksvfkBKjb/mSDR+qrY0DZ+nRu7M/ejnt+6/U+KMuOnDm2C1fHwAAAACA\nvMAlRVLdupn72owaNUqHD9/8le0ZGRnq3bu30tPTVblyZRUuXNgFCeFWPDylFhMkD+u12ZVz0toh\nt3XZYkFhWvj6eA1o0VOeHp6GY3/+dUQNP+ykGZsXs0oOAAAAAJBvuaRIateunUJDQxUVFaVHHnlE\nU6ZMUVxcXLbzfvzxRzVo0EALFiyQlLk5N3BdRe+Tav/j92PXl9Ix+1a93Yinh6d6N3pRy9+arFJF\nwg3HklKT1X/uCHWd/I6i4mNu6z4AAAAAALgji81FyyvWrFmjZs2aKS0tTZJktVpVoUIFBQUFKTk5\nWUeOHFFUVFTW+W3atNHcuXNlsVhcEc9tREVFKTg4WJIUGRmpoKAgkxOZKDVJmviodOnQtVnIXdJr\n2yUv39u+/JXEePWfO1yLd67Ldiw8KEwTOg/VIxWq3PZ9AAAAAABwFkf3CC5ZkSRJjRo10vr161W6\ndGlJUlpamv744w9t3bpVu3btyiqRvL29NWDAAM2aNYsSCTfn5Su1+MQ4u3xE+m64Qy5fyK+AJnZ5\nT+M7DVYBH3/DsTNRF/TsmFc1fNkUpaWnOeR+AAAAAADkdi5bkXRVWlqaVqxYoQ0bNmj//v2KiYmR\nr6+vwsPDVbNmTbVp00ZFixZ1ZSS3woqk61jWV9rxxbWfPTylnpulYg847BbHLpxSjy8Ga++JP7Md\nq1b2AU3s8l62R+EAAAAAADCbo3sElxdJuD0USdeRFCONry7Fnrk2K15Zemmj5Gm98edyKCUtVcOX\nTdbEdbOzHQvwK6gR7furRUR9h90PAAAAAIDb5baPtgFO4xsoNRttnP21R/pxkkNv42310qCWr2lB\n73EKCwgxHItNjFOPqYPUZ+YHik9KcOh9AQAAAADILSiSkDfc20S6/xnjbMMwKfKYw29Vp2J1bRw4\nS/XufyTbsfnbVqjBh53068n9Dr8vAAAAAABmo0hC3vHUx5Jf4Ws/pyZK3/SRnPD0ZmhAsGa/OkrD\nnu8rb6uX4diR8yfVdHg3fbz8c8UnJzr83gAAAAAAmMWheyT1799fR44ccdTlJEkjRoxQ2bJlHXpN\nd8YeSf9i92xpySvGWcvPpCrtnXbLfacOqucXg3To3Ilsx4oGhurdFj30fPXG8vCgtwUAAAAAuFau\n3mw7IiJCu3fvdtTlJEk7d+5URESEQ6/pziiS/oXNJn35tHR007WZX2Hp9V1SwTCn3TY+OVFDFo3V\n7B++ue7xB0vdraHPva5HKlRxWgYAAAAAAP7J0T2C415pJalq1aoqWLCgIy+pQoUKOfR6yOMsFqn5\nOGlCzcxH2yQpMVpa+bbUerrTblvAx08jO7yrOvdW1zvzP9blK1GG47+ePKCWo19Rk0p1NKjlayoT\nVtJpWQAAAAAAcBaHrkiC87EiyU4/jJfWDDTOOiyQ7mns9FvHJsZp/JoZmrJxvlLSUrMd9/K0qsvj\nz6lvky4qXCDA6XkAAAAAAPmXo3sENm1B3lTzFSm8knG2rJ+UFOv0Wwf4FdTAZ17VlqEL9HTVetmO\np6anafLG+ao5+DlN/W6hUtPTnJ4JAAAAAABHoEhC3uRplVp8Inl4XpvF/iWtH+qyCHcWCdeU7v/V\n8remqHLpitmOR8XHauCC0Xr8/XZa9+sWsTgQAAAAAJDbUSQh7wp/SHq0t3H201TpxI8ujVHtrge1\n8u2p+qzr+yoedEe240fOn9QLn76lVuN66ffTh1yaDQAAAACAnGCPJDfDHkk5lJqYufH25aPXZqEV\npFe3SlYfl8dJTEnSlI3zNX7NTMUnJ2Q7brFY1PaRp9T/6Zd1R2ARl+cDAAAAAOQt7JEE5ISXn9R8\nvHF28aC0aaQpcfy8ffV6407a/v4idajVXB4W4z+CNptNc7cuV83Bz2vMqmlKSEkyJScAAAAAANdD\nkYS8r2xtqeqLxtnm0dL5P8zJIyksMEQjO7yrDf+Zodr3VMt2PCE5UcOXTVGtIa309U9rlJGRYUJK\nAAAAAACMeLTNzfBo2y1KjJLGPSzFnb82KxEhvbTeuCG3CWw2mzbs26b3vx6vQ+dOXPecSndW1HvP\n91b1cpVcGw4AAAAA4NZ4tA24FX5BUrNRxtnpXdJPU8zJ8zcWi0X1H3hU3w6ao/+1eVPBBQKznfPL\niT/UfGQPvTptiC7EXDYhJQAAAAAAFEnIT+57WqrYzDhb/74UddKcPP/g5WlVl8ef0/ZhX6nHk+3k\n5WnNds7XO9bq0SGtNPW7hUpLTzMhJQAAAAAgP6NIQv7y1EjJJ+Dazynx0rI+Ui56wjPQv5CGPtdb\nW4bOV9PKT2Q7fiUpXgMXjFajj7po99F9JiQEAAAAAORXFEnIXwKKSY2GGWeHNkh7F5qT5yZKh5bQ\nFy9/qKVvTNJ9JcpnO77v1EE1HdFNb8z6nyLjYkxICAAAAADIbyiSkP9UfVEqXcs4W9U/1zzi9k81\nylfS2ne/1Aet+qqgr3+243O2LlOtIa00d+sy3u4GAAAAAHAql7y17ZtvvtHFixdz9BlPT08FBASo\nWLFieuihh1SgQAEnpXMvvLXNQS4dkiY8IqUlX5vdcZ/00jrJp5B5uf7F+ZhLGvrVeC3Zue66xyPK\nPqCP2r6l+0tWcHEyAAAAAEBu5OgewSVFUkREhHbv3n3Ln/f09FSDBg00YMAA1apV698/kIdRJDnQ\nlrHS2sHG2d2NpPbzJA9PUyLZ64f9u/TOvI91+PyJbMc8LB7q+sTzervZSyrkRwELAAAAAPmZo3sE\nt3i0LT09XatXr1adOnU0ZswYs+Mgr3i0t3RfC+PswBpp3VAz0uRIrXsi9O2g2RrQoqf8vHwMxzJs\nGfr82wV6dEgrLdm5Ti7oigEAAAAA+YRLiqRt27YpNjZWb731lry8vNS2bVutWLFCJ0+e1JUrV3Tx\n4kX99NNP+uCDDxQWFqaIiAjt3btXly9f1p49ezRixAgVK1ZMGRkZeuONN7R582ZXxEZe5+EhPTtJ\nCq9snP8wTto925xMOeBt9VLvRi9q05B5avRQ7WzHL8ReVs8vBuv5sb108OwxExICAAAAAPIalzza\nZrPZ1LFjRy1cuFDffPONGjdufMNzL1++rIYNG+rkyZPavn277rrrrqx57dq19ccff6hhw4Zas2aN\ns2PnSjza5gSxZ6TPHpeunLs28/SSOi+XSj9iWqycWvfrD/rPglE6dflstmNenlb1rN9erzfupAI+\nfiakAwAAAACYwS0fbVuzZo3mzJmjV1555aYlkiSFhIRo5syZunjxot544w3DfOLEiZKkTZs2KTk5\n+UaXAHImIFzqMF+y+l6bpadKc9tJke6zkqfBg7W0ecg89W3SRd5WL8Ox1PQ0jV8zQ7Xfa6s1v2zm\ncTcAAAAAwC1xSZE0f/58SVKTJk3sOr9ixYoqXbq0li9frvj4+Kx5nTp1FBQUpKSkJJ05c8YpWZFP\nFa+S+Zjb3yVESrNbS0mx5mS6BX7evur/9Ev6btAc1bn34WzH/4o8p06T3tYLn76pE5f4ZwgAAAAA\nkDMuKZKOHctc1eHv72/3Z/z9/ZWRkaGTJ09mzSwWi4oXLy5JiouLc2xI4IGWUt0BxtmF/dLCzlJG\nujmZbtFdd5TS/N7jNKX7f1U0MDTb8fW/bVWd99pqzKppSk1PMyEhAAAAAMAduaRI8vXNfGRoz549\ndp0fGxurI0eOGD57VUxMjCQpLCzMgQmB//dEf+mBZ42zg+ulNQPNyXMbLBaLnq5aTz+8N18vP9lW\nnh6ehuNJqckavmyKWo/rrUtXokxKCQAAAABwJy4pkqpWrSpJ+vjjj3Xp0qV/PX/QoEFKTk5WWFiY\nSpUqlTVPT0/XmTNn5OXlRZEE57BYpJafZj7q9nfbJko7p5sS6XYV9C2g9557XRv+M0PVyz2U7fi2\ngz+r0Yedte/UQRPSAQAAAADciUuKpG7dusnHx0enTp1SzZo1tWzZMqWlZX+c5tChQ+rQoYPGjx8v\nSerRo4c8Pa+toti1a5fS09NVrVo1WSwWV0RHfuTll7n5dkC4cb68n3R0izmZHODe4uW09I1JGvfi\nIIUUMu7SfzrynJqN6K6lO9eblA4AAAAA4A5cUiTdddddGj9+vCwWiw4fPqzmzZsrODhYNWrUUOPG\njfXEE0+odOnSqlChgubMmSNJql27tt59913DdWbPni1JateunStiIz8rVFTqsEDy+tu+Xhlp0rwO\n0uUj5uW6TRaLRa1rNtWmwXNVs3xlw7HE1GT1+GKQhi2eoHQ32xMKAAAAAOAaFpsL3wO+dOlSvfrq\nqzd945qnp6d69uyp4cOHZ9ucOyUlRRkZGfLx8cm3K5KioqIUHBwsSYqMjFRQUNC/fAK35fdlmeXR\n34VWkF7aIPkVNiWSo6Smp2nIorGa9v1X2Y49cV8NfdblfRUuEGBCMgAAAACAozi6R3BpkSRllkHL\nli3Tt99+q4MHDyomJkY+Pj4qXry4qlevrlatWqlEiRKujORWKJJM8P1IacP7xlm5ulLHryRPqzmZ\nHGju1uV6Z94IpaSlGuZlQktoes+PdXd4GZOSAQAAAABul9sXSbg9FEkmsNmkr7pLexca5zVelp76\n2JxMDrb76D51mfyOzscYN8Mv4OOviZ2HqlGl2iYlAwAAAADcDkf3CC7ZIwlwaxaL1GKCVLKacf7j\nZOmnqeZkcrCqZe/X2ne/VNUy9xvm8ckJ6jTpbY1cMVUZGRkmpQMAAAAA5BYUSYA9vHyl9vOkwH88\ndrnyLenwd+ZkcrCihUO1uN+navtIs2zHRq6Yqq6T31VcUrwJyQAAAAAAuYXLH227dOmStm7dqsOH\nDys2Nlbp6Td/O9Qrr7yi8PDwm56Tn/Bom8nO/iZ93kBK+Vuh4ltYenmjFFretFiOZLPZNH3T1xq0\ncIzS/vH2tgrFymhGzxEqE1bSpHQAAAAAgJxw2z2SoqOj9cYbb2jWrFlKTU399w/8v507dyoiIsKJ\nydwLRVIu8OcqaW7bzL2Trgq5K7NM8g82L5eDbTv4s7p//h9dvhJlmAf6F9JnXd9X3ftqmpQMAAAA\nAGAvt9wjKTU1VQ0aNNC0adOySiQvLy8VKVJEd9xxx02/vLy8XBERsN+9TaQG7xlnl49I81+U0u0v\nSXO7RypU0dp3v9QDJSsY5jEJV9RhwhuasHaW2KsfAAAAAPIXlxRJ06dP186dOyVJbdq00a5du5SY\nmKiLFy/q3LlzN/166KGHXBERyJlar0uV2xlnRzdJK94yrlRycyWCi+qbt6bomWoNDPMMW4Y+WDJR\nr0wbooSUJJPSAQAAAABczSVF0urVqyVJrVu31rx581S1alV5enq64taAc1gsUvNxUqkaxvnOaZlv\nc8tD/L199WmX9zS4ZS95WIz/yliyc52e/vglnbp81qR0AAAAAABXckmRdP78eUlSp06dXHE7wDWs\nPlL7uVLhO43zVe9IB9ebk8lJLBaLXmnQXnN7jVFh/wDDsX2nDqrhh5219cBuk9IBAAAAAFzFJUVS\naGioJKlQoUKuuB3gOgWKSB0XSN4Fr81sGdKCztKFA+blcpLHK1bXmnen6e7wsoZ5ZFy0Wo3rranf\nLWTfJAAAAADIw1xSJNWrV0+StG/fPlfcDnCtOypKradlPu52VXKs9OXT0rnfzcvlJKVDS2jl25+r\nSaU6hnl6RroGLhitvrP+q9T0NJPSAQAAAACcyWJzwfKBuLg4ValSRZ6envr555/l5+fn7FvmWY5+\nbR8caOsEafUA48w3UGo/TypTy5xMTpSRkaGxq6drxPIp2Y41rfyEJnUbJi9PqwnJAAAAAABXObpH\ncMmKpIIFC2rVqlVKT09Xo0aNdPjwYVfcFnCtR16VIjoZZ0kx0vQW0r4lZiRyKg8PD/Vr2kUzeo5Q\nQV9/w7GVe77Ta18OVRorkwAAAAAgT3HJiqQPP/xQJ06cUFxcnObPny+bzaaqVavqnnvukb+//00/\nO2DAAJUqVcrZEd0GK5JyuYx0aVV/6cd/rNKxWKQmw6WaPczJ5WQHzx5Tx4lv6sSlvwzzZx9uqPGd\nBsvTg7c0AgAAAIAZHN0juKRIioiI0O7dt/ZGp507dyoiIsLBidwXRZIbsNmkzWOk9UOzH6vdT6o/\nxLifUh7xV+R5PTO6p05eOmOYt67ZVGM6/kceHi5ZAAkAAAAA+BtH9wgu2cCkdOnSiouLu6XPsp8S\n3I7FItXpJxW6Q1r6WuYqpas2j5Ziz0rPTJA8vczL6ATFg+/Q130n6plRPXU68lzWfMH2lbJ6eOrj\n9u9QJgEAAACAm3PJiiQ4DiuS3MzB9dL8F6SUeOO8fD2pzSzJp6A5uZzoxMW/9MzonjoTdcEwf7F2\nS33U9i1Z8uBqLAAAAADIrdxys20g36pQX+qyQipQxDg/tFH6oqkUd+H6n3Njd4YW19d9J6poYKhh\nPmPzYg1cOFp01wAAAADgviiSAGcrUVV6ab0UVNo4P7NHmlJfunzUlFjOVCaspL7qO0FhASGG+Rff\nLdLQr8dTJgEAAACAm6JIAlwh5C7p5Q1SeGXjPPKYNOVJ6a+fzcnlROWK3qlFfSYopJBx2eTkDfP0\n36WfUiYBAAAAgBuiSAJcpWCY1HWFVK6ucR5/KfMxt0MbzMnlRHeHl9FXfSYouECgYT5h7SyNWD7F\npFQAAAAAgFvl0M22+/fvryNHjkiSRowYobJly2ab59TfrwM2284T0lIy3+b2y3zj3MOa+Ta3yu3M\nyeVE+04d1HNjXlN0Qqxh/laz7nqjaVeTUgEAAABA3ufoHsGhRVJERIR2794tSdq5c6ciIiKyzXPq\n79cBRVKeYbNJ64ZKW8ZkP1Z/qFS7r5TH3m6298R+PT/2NcUmxhnmA1r0VO9GL5qUCgAAAADyNkf3\nCFZHhLqqatWqKlgw83XmhQoVuu48p/5+HSDPsFikhu9JAUWlVe9kFktXrR8qXTkrNflI8vA0LaKj\nPXTnPZrfe5xaj+utK0nxWfP/Lf1Mnh6eerVBBxPTAQAAAADs4dAVSXA+ViTlQb8tlr56SUpPMc7v\nayE9N0Xy8jUllrPsOvqbWo97XfHJCYb5e8+9rpefbGtSKgAAAADImxzdI7DZNmC2B1pKLy6RfAKM\n89+XSjNaSonRZqRymoiyD2jOa6Pl520syIZ8NU5ffLfIpFQAAAAAAHtQJAG5QdnHpO5rpELFjPPj\nP0hTG0mxZ8zJ5SQ1ylfS7FdHyc/LxzD/z4JRmrl5iUmpAAAAAAD/hiIJyC2K3i+9vEEKrWCcn/9D\nmvykdGG/Obmc5NG7q2rGKx/L9x9l0ttzh2vu1mUmpQIAAAAA3AxFEpCbFC4pdV8rlapunMeclj5v\nIJ38yZxcTlL73of1ZY/h8rZ6GeZvzP5QC7avNCkVAAAAAOBGHLrZdv/+/XXkyBFHXU6SNGLECJUt\nW9ah13RnbLadT6QmSgu7SH/+o0zxKSR1/kYqEWFOLidZ/9tWdZnUX6npaVkzi8WiiZ2HquXDDU1M\nBgAAAADuzdE9gkOLpIiICO3evdtRl5Mk7dy5UxERees/mm8HRVI+kp4mrXhT2jnNOPctLHVZJoVX\nMiOV06z5ZbO6TXlXaRnpWTMPi4c+6/q+mkc8aWIyAAAAAHBfju4RrI4IdVXVqlVVsGBBR15ShQoV\ncuj1ALfhaZWeHiMVDJW+G35tnhQtfdlc6rpKKnqfafEcrVGl2prUbZhenjpI6f9fJmXYMvTKtCGy\nenqqaeUnTE4IAAAAAHDoiiQ4HyuS8qn170ubRhpnBYpklklh95iTyUmW7lqvV74YogxbRtbM6uGp\neb3H6rF7qpmYDAAAAADcj6N7BDbbBtzBk4OkWq8bZ/GXpGnNpEuHzMnkJC0i6uuTToNlsViyZmkZ\n6eo6+V3tP3PUxGQAAAAAAIokwB1YLFLD96WaPY3zuPOZZVLkMXNyOcmz1Rtp7AsDDbPYxDi1n9BP\n52MumZQKAAAAAGBakXTixAmtXbtWCxYs0LJly7Rr1y6lpKSYFQfI/SwWqclH0sNdjfPYM5llUtRJ\nc3I5SeuaTTWo5WuG2V+R59Rx4huKT0owKRUAAAAA5G8uLZLS0tI0duxYlStXTqVLl1ajRo3Upk0b\nNW/eXNWqVVPhwoXVqVMnHTlyxJWxAPdhsUhPjZKqdDTOo09K057KLJXykFfqt9cLtZ8xzH49eUA9\nvri2ITcAAAAAwHVcViRdvHhRNWvWVN++fW9YFCUmJmrGjBl68MEH9fXXX7sqGuBePDykFuOlh1ob\n51HHM8ukK+dNieUMFotF/2v9hureV9MwX//bVg1cMEa8KwAAAAAAXMslRVJ6erqeeuop7dq1S5L0\n8MMPa/z48dq8ebN+++037dy5U/Pnz1fnzp3l7e2thIQEtWnTRj/++KMr4gHux8NTavmZdL9xtY4u\nHZa+bJa5EXceYfW0akr3D3R/yQqG+ZebvtKUjfNNSgUAAAAA+ZPF5oL/S3/u3Llq3769JGns2LF6\n/fXXb3jun3/+qcaNG+vEiRN67LHHtHnzZmfHcyuOfm0f3Fx6qjT/RenPFcZ50fulLssl/xBzcjnB\n2agLajqim85EXciaWSwWTX3pf2pa+QkTkwEAAABA7uXoHsElK5KWLVsmSerQocNNSyRJuvfeezVr\n1ixJ0g8//KCoqCin5wPclqeX1Hq6dHdD4/zcPmn6M1JitBmpnKJYUJhmvzpKBX39s2Y2m02vThuq\nn4/tMzEZAAAAAOQfLimSTp8+LUlq3br1v5yZ6bHHHlN4eLhsNpv++usvZ0YD3J/VW2ozSypX1zg/\n84s0o6WUFGtKLGeoWKK8pr70oTw9PLNmSanJ6vjpWzpxkX9XAAAAAICzuaRIurpsKifLp64uu7r6\nvwBuwstXajdXKlPbOD+9S5r1vJQcZ04uJ3i8YnV93L6/YXb5SpTaT+inqPgYk1IBAAAAQP7gkiKp\nZs3MNy79/vvvdp2fkJCgo0ePqnTp0ipWrJgzozlUfHy89u/fn/WVmppqdiTkJ97+Uof5UqkaxvmJ\n7dLsNlJKgjm5nKDdo0+rT+NOhtnh8yfUedI7Sk5NMScUAAAAAOQDLimSunfvrrCwMI0aNUpxcf++\nMuKjjz5SQkKCBg4cKIvF4oKEjtGpUyfde++9WV88lgeX8ykovfCVVCLCOD+2WZrbTkpNMieXE/R/\n+mW1rNbAMPvx0B71nfmBMjIyTEoFAAAAAHmbS4qk0NBQrVq1SvHx8apdu7Z++umn654XGRmpfv36\n6X//+58GDx6srl27uiKeQ3z99df66quvzI4BSL4B0ouLpfBKxvnhb6X5HaW0vLFix2KxaMwLA1Wj\nXCXDfPHOdRqxfIo5oQAAAAAgj7PYbDabs2/y4Ycf6sSJE4qNjdXChQuVnp6uu+66S5UqVVJQUJCS\nkpJ07Ngx7dy5UykpKapSpYqqVat202sOGDBApUqVcnZ0u0RGRqpixYo6f/68IiIitGvXLknSsWPH\nVLp0aYfey9Gv7UMelhApTXsq8w1uf3fvU1KbGZlvfMsDouJj1GzESzp8/oRhPrrjALV79GmTUgEA\nAABA7uDoHsElRVJERIR2797t0Gvu3LlTERER/36iC3To0EFz5sxRhw4dVLx4cQ0fPlwSRRJygfhL\n0hdNpAv7jfP7W0rPT5U8rebkcrATF/9SkxHddPlKVNbM08NTc14brccrVjcxGQAAAACYy9E9gkv+\nK7J06dJ27Y2UE35+fg693q1asWKF5syZo+DgYI0ePVqjRo0yOxJwTYEiUufl0heNpUuHr833Lc5c\nkfTsJMnD07x8DnJnaHHN7Pmxnh3zqpJSkyVJ6Rnp6jblXS1/a4ruLV7O5IQAAAAAkDe4pEjKq3sH\nRUdH6+WXX5YkjRw5UqGhoSYnAq6j0B1SlxXS542kqOPX5nsXSJ7eUotPJA+XbJfmVFXL3q+JXYaq\n25QBurrQMi4pQe0n9NOq/l+oaGH++QQAAACA2+X+//Voon79+unMmTN6/PHH1blzZ7PjADcWEJ5Z\nJgWWNM5/niWteENy/hOuLtG08hMa+mxvw+xM1AV1mPiG4pLiTUoFAAAAAHkHRdItWrdunb788kv5\n+Pho8uTJZscB/l1QKanrisxS6e92fCGtGZhnyqSX6rVRl8efM8z2nTqol6cOUlp6mkmpAAAAACBv\noEi6BVeuXFH37t0lSQMHDlSFChUcev2oqKgbfkVHRzv0XshngstkrkwqeIdxvvUT6dv/mZPJwSwW\ni4a16qsGD9YyzDfu26YBC0bJBe8XAAAAAIA8yyV7JK1evVqXL1++pc82adIka3fx3OKtt97SyZMn\nVbFiRb399tsOv35u+/MijylSTuqyXJraWEr42z+X3w2XvPyl2n3Ny+Ygnh6e+qzrMD0zqqd+PXnt\njXUzNy9R6SIl9EqD9iamAwAAAAD35ZIiadCgQdq9e/ctfXbnzp25qlj57rvvNGXKFFksFk2ZMkXe\n3t5mRwJyLuweqdNSaVozKSn62nzdEMnLT6rZw6xkDlPAx0+zXh2pJsO76a/Ic1nz9xd/ohIhRfV0\n1XompgMAAAAA98SjbTmQkJCgbt26yWaz6aWXXtKjjz7qlPtERkbe8Ovo0aNOuSfyofCHpBe/krwL\nGucr35Z2zTQnk4PdEVhEc14brUK+BQzzXl++p51HfjUpFQAAAAC4L5esSPr++++VlnbjTW5TU1N1\n5swZbdy4UaNGjVKZMmU0bdo0hYWFqVChQq6IaJc5c+bo6NGjKliwoDp16qT9+/dnOycyMjLr+yNH\njigpKUlWq1XlypWz+z5BQUEOyQv8q5IPSx0XSjOflVITr82/6SV5+UoPtTIvm4PcE15W03p8pLbj\n+ygtI12SlJyWohc/fUvL3pqickXvNDkhAAAAALgPiy2X7TwbFRWlunXrKj4+Xj/++GOueqxtwoQJ\n6tWrV44/FxISokuXLjkkQ1RUVNZfk8jISEonOMahjdLs1lJ6yrWZh6fUZqZUsZl5uRxowfaVen3G\nMMOsRHBRrXj7cxUtHGpSKgAAAABwLkf3CLnu0bagoCBNmzZNhw4d0ptvvml2HIOgoCDdfffdN/36\ne/FVtmxZ3X333SpfvryJqQE7lK+XWRp5/G2RYka6tKCTdHCdabEcqXXNpnqjaVfD7HTkObWf0E+x\niXEmpQIAAAAA95LrViRdVbJkSV24cEExMTHy9fU1O47d3nnnHQ0fPlySdOzYMZUuXdqh12dFEpzq\nt6+lhV0lW8a1mdVXeuErqWxt83I5iM1mU79Z/9O8bcsN80fvrqq5r42Rjxeb5wMAAADIW/L8iqSr\nChcurJSUFB0/ftzsKED+8cCz0jMTjbO0pMzH3k7+ZE4mB7JYLPq4fX/Vf8C4Uf7WA7vVa/p7ysjI\nuMEnAQAAAABSLi2Srly5oiNHjkiSrFaX7AcO4Koq7aVmo42zlHhpxrPSX3vMyeRAVk+rJnf/r6qW\nud8wX7Z7owYvGqtcukgTAAAAAHKFXFckJSUlqUePHkpMTFRgYKDDHw0DYIfq3aRG/zXOkmOl6S2k\n83+YEsmR/L19NevVUSp3h/GNbVO/W6iJ62ablAoAAAAAcj+XLPdZuHChLly4cNNzEhISdPjwYa1Y\nsUJnz56VJL388stutyIpLCxMd999tyTJy8vL5DTAbajVS0pNkDb+rVBKjJK+fFrqtloq4t6byAcX\nDNS83mP11IjuOh9z7a2KHyyZqLDAELWq0cTEdAAAAACQO7lks+2IiAjt3r07R59p3ry5Fi5cKG9v\nNr/9OzbbhkvZbNK6odKWMcZ5QPHMMim4tBmpHOqP04fUfGQPXUmKz5pZPTw189WRqntfTROTAQAA\nAMDty7Obbfv5+alMmTJ6/vnntWzZMi1dupQSCTCbxSI1GCrVeNk4j/0rc2VSzF+mxHKkiiXKa3rP\nEfK2XltBmJaRrq6T39XPx343MRkAAAAA5D4uWZEEx2FFEkyRkSF987q0e4ZxXqR85sqkgmHm5HKg\nZbs36uWpAw2bbQcXLKwVb01R2TtKmZgMAAAAAG5dnl2RBCAX8/CQmo+VHnzeOL90SPqyuZRw2ZRY\njvR01Xoa1qqvYRYZF602n/TRhRj3//MBAAAAgCNQJAGwj4en9OxkqeLTxvn536UZLaWkGHNyOVC3\nJ1qpd6MXDbOTl86o/YS+upIYf4NPAQAAAED+QZEEwH6eVqnVNKlCfeP8rz3SzOelFPcvW95t3kOt\nazY1zH47dVBdJvdXSlqqSakAAAAAIHcwZY+kTZs2aePGjdq/f7+io6Pl5+en8PBw1axZU88884wK\nFSrk6khugz2SkCukJmYWR8c2G+dl60gdF0pefubkcpDU9DR1+uxtbdy3zTB/ploDTew8VB4edPAA\nAAAA3IOjewSXFkm//PKLOnXqpL17997wnICAAA0dOlR9+vSRxWJxVTS3QZGEXCM5TprxjHTyJ+O8\nQgOp7Sy3L5PikxP13JhXtef4H4b5y/XaaOhzr/PvJwAAAABuwW032966datq1qxpKJGKFCmiu+++\nW3feeaesVqskKTY2Vv369dOrr77qqmgAboVPQemFr6Twysb5wXXSlPpS5DFzcjlIAR8/zX5ttO76\nxxvbJm+cr8/WzzUpFQAAAACYyyVFUlJSktq0aaOkpCT5+/tr6NChOnHihC5evKj9+/fr+PHjunLl\nipYsWaIHH3xQkvTZZ59p8eLFrogH4Fb5BkqdFkt3VDTOz/4qfVpHOrDGnFwOElKwsOb2GquwgBDD\n/P3Fn+irn1ablAoAAAAAzOOSImnevHk6ffq0/P39tXnzZg0ZMkSlShn/X35fX1+1aNFCO3bsUP36\nmRv5fvzxx66IB+B2+IdInZdJYfcY50nR0qxW0oYPpIx0U6I5wp1FwjW31xgV9PU3zPvM+EDf//HT\nDT4FAAAAAHmTS4qkDRs2SJL69u2rqlWr3vRcHx8fTZ06VRaLRTt27FBsbKwrIgK4HQXDpJc3Sve1\nyH7s+xHSzGelhMsuj+Uo95esoOk9RsjL05o1S8tIV5fJ7+iXE3+amAwAAAAAXMslRdLp06clSfXq\n1bPr/FKlSqlcuXLKyMjQmTNnnBkNgKP4FJLazJAa/0/y8DQeO/ytNLG29NfP5mRzgFr3ROiTzkMM\nm2wnJCeq/YR+OnbhlInJAAAAAMB1XFIkXX0xXE5emX31XBe+VA7A7bJYpEdfkzovz1yl9Hcxp6Qp\nDaRdM8zJ5gAtIupr2PN9DLPLV6LU9pO+uhjrviuuAAAAAMBeLimSwsPDJUk//PCDXedfuHBBhw8f\nlsViUbFixZwZDYAzlKklvbJFKlXDOE9PkZb2kha/KqUmmpPtNnWr21qvNexomB2/eFrtJ7yhuKR4\nk1IBAAAAgGu4pEiqW7euJGnUqFE6fPjwTc/NyMhQ7969lZ6ersqVK6tw4cIuSAjA4QKKSV1XSjV7\nZj/286zM1UmRx10eyxH+0+IVPV+jiWH268n96jDxTcUkXDEpFQAAAAA4n0uKpHbt2ik0NFRRUVF6\n5JFHNGXKFMXFxWU778cff1SDBg20YMECSZmbcwNwY55eUtPh0vNfSF7Gt57p7F7ps9rSgbXmZLsN\nFotFozsO0BMVjSuufjy0R81H9tCZqAsmJQMAAAAA57LYXLQJ0Zo1a9SsWTOlpaVJkqxWqypUqKCg\noCAlJyfryJEjioqKyjq/TZs2mjt3rmFjW0hRUVEKDg6WJEVGRiooKMjkRICdzv8pzWsvXfrHqkSL\nRXq8v/TEO1IO9lHLDeKTEtRyzKva+483t4UHhWlur7G6J7ysSckAAAAAIJOjewSXFUmS9P3336tz\n5846fvz4Dc/x9vbWm2++qffee09Wq/WG5+VXFElwa0mx0uKe0h/Lsx8r/6T0/FTJP9j1uW5DVHyM\nXpj4pnYe/c0wD/QvpOk9R6hm+comJQMAAAAANy+SJCktLU0rVqzQhg0btH//fsXExMjX11fh4eGq\nWbOm2rRpo6JFi7oykluhSILbs9mkH8ZL64ZItgzjscJ3Su1mSeGVTIl2qxJTkvTKF0O0eu8mw9zb\n6qUJnYfq6ar1TEoGAAAAIL9z+yIJt4ciCXnG0c3Sgs5S/EXj3OojNRstVe14/c/lUukZ6frPgtGa\nvulrw9xisWjY833UrW5rk5IBAAAAyM8c3SO414YkAPKOsrWlV7dIJR82ztOSpSWvSkt6SalJ5mS7\nBZ4envqwzZsa0ML4ljqbzaaBC8fo/a8/UUZGxg0+DQAAAADuwWlF0uXLl3Xu3DmdO3dO6enpdn0m\nMjIy6zOpqanOigYgtwgIl7qukmq8lP3Y7hnS5w2lqBOuz3WLLBaLejd6UeNeHCSrh6fh2Kfr5+i1\nL4cqJY1/twEAAABwX04pkn799VcVLVpUxYoVU//+/eVh55uY9uzZo9KlS6tYsWJ66623nBENQG5j\n9ZaeGik997nk5W88dmaP9Gltaf9qc7LdotY1m2rWq6Pk7+NnmC/euU7tJ/RVbGKcSckAAAAA4PY4\npUh64403lJaWpscff1zTpk2TxWKx63P16tXT559/LkmaMGGCDh065Ix4AHKjSq2llzdKIWWN88Qo\naXZraXoL6cxeU6Ldiifuq6El/T5TaIDxLXRb9u9Si5E9dC764g0+CQAAAAC5l8OLpAMHDmjDhg3y\n9vbWlClT5Onp+e8f+puOHTuqfv36Sk9P16RJkxwdD0BuVvQ+qecm6d6m2Y8d/lb69DFpYVcp8pjr\ns92Ch+68Ryve+lxlw0oa5n/8dVhNR3TXwbPu8ecAAAAAgKscXiStWLFCktSkSROVL1/+lq7Rp08f\nSdLy5csdFQuAu/ANlNrOkeoPlSzX+VfUr4ukcRHSyrel+Esuj5dTd4YW1/K3P1eVMvcZ5n9FntPT\nH7+snw7/Yk4wAAAAALgFDi+Sdu7cKUlq1qzZLV+jQYMG8vX11aFDhxQdHe2gZADchoeHVKef1ONb\nqcxj2Y+np0rbJ0mjH5K+GyGlxLs+Yw6EFCysr/pOVIMHaxnm0QmxajW2t1bu+c6kZAAAAACQMw4v\nks6dOydJKl269C1fw2q1qkSJEpKkCxcuOCIWAHdUvIrUZYX0wlfSHfdlP558Rdr4QWahtOOLzIIp\nl/L39tW0lz9Sx8daGObJaSnqNmWAvvhukTnBAAAAACAHHF4kpaZm/oecl5fXbV3n6udTUlJuOxMA\nN2axSBUaSK/+ID07WQosmf2cuAvSsr7S+IelfUslm83lMe1h9bRqRLv+ervZS4a5zWbTfxaM0n+X\nfCpbLs0OAAAAAJITiqSQkBBJ11Ym3aqrny9SpMhtZwKQB3h4SpXbSn12S43/J/kFZT/n8hFp/gvS\n5LrS0S2uz2gHi8Wifk27aHTH/8jTw/gygk/WzlSv6e8rJS33rqwCAAAAkL85vEgqU6aMJGnz5s23\nfI3ffvtNUVFRKlCggEJDQx0VDUBe4OUrPfqa9MavUp03JS+/7Oec3i1NayrNfFY6t8/1Ge3Q7tFm\nmvnKx/Lz9jXMv/pptTpOfENxSbl73ycAAAAA+ZPDi6S6detKkubNm6fY2NhbusZnn30mSapTp448\nPT3/5WwA+ZJvoFR/sNT3Fymi0/Xf8HZwvTTxUemrl6Wok65O+K/q3f+IFvf7VCGFjKurNv25Q8+M\n6qnzMbn/rXQAAAAA8heHF0n169dXaGioLl++rF69euX48xs3btTnn38uSWrXrp2j4wHIawKKSS3G\nS713SBWv87ZIm036ZZ40toq0eoCUcNn1GW+icumKWvn25yoTWsIw/+3UQTUd3k2/nTxgUjIAAAAA\nyM7hRZK/v7/69+8vSZo5c6batWun6Ohouz47Y8YMtWjRQmlpaapYsaLatm3r6HgA8qrQClK7OdJL\n66U7a2Y/np4ibZ0gjXpI2jRKSklwfcYbKB1aQsvemqJKd1Y0zE9HnlOjj7po6FfjFZ+caFI6AAAA\nALjGYnPCK4LS09PVrFkzrV69WpIUEBCg9u3b68knn9SDDz6o4OBgeXl5KTY2VkePHtX27ds1a9Ys\n7du3L+v8bdu26b77rvO673wuKipKwcHBkqTIyEgFBV1nw2Egv7PZpANrpHVDpQt/Xv+cO+6TOi+T\nCuaefdjikxP10uf/0cZ927IdKx5cVB+1fUv1H3jUhGQAAAAA3JWjewSnFEmSdOXKFXXo0EHLli3L\n0eeKFi2qRYsWqVatWs6I5fYokoAcyEiX9syTNv5Xiv0r+/Gwe6QuK6SCYa7PdgNp6Wl6d/5Izdqy\n9LrHm1Wppw9a99UdgbzREgAAAMC/c3SP4PBH264qVKiQli5dqsmTJ2e9ye1mfHx81L17d+3Zs4cS\nCYBjeHhKVTtIfX+WGg6TfAsbj1/YL017Soq7YEq867F6WvVx+3c085WRKh5cNNvx5T9vVK0hrTV9\n09fKyMgwISEAAACA/MxpK5L+Lj09XVu2bNGmTZv0559/6vLly0pOTlZwcLCKFy+uRx99VE8++aTC\nwnLPqoDcihVJwG1IjJIWdpUObTDOc+HKJEmKT0rQxyumasrG+cqwZS+Nqpa5XyM7vKN7i5czIR0A\nAAAAd+A2j7bBOSiSgNuUmiTNay8dXG+ch94tdV2Z68okSfrt5AG9Oecj7T2Rfb8nq4enetZvr75N\nu8jf29eEdAAAAAByM7d5tA0AciUvX6ntHKlCfeP84gHpi6bSlfPm5LqJB0rdrVX9p+qDVn1VwMff\ncCwtI12frJ2pJ95vr+//+MmkhAAAAADyC4okAPlPVpnUwDi/eECaljvLJE8PT3Wr21qbh8xTo4dq\nZzt+4tJfajP+db3yxWBdjL1sQkIAAAAA+QFFEoD8yctXajv7OmXSwVxbJklS8eA7NL3nCH3ZY7iK\nFQ7NdnzxznV6bGhbzfnhGzbjBgAAAOBwFEkA8i8vX6nd9VYmXS2TzpmTyw6NK9XR5iHz1fWJ52Wx\nWAzHohNi9cbsD9Vy9Cs6ePaYSQkBAAAA5EUUSQDyN6tPZpl0d0Pj/OLB/98zKfeWSYX8Cui/rd/Q\nyren6r4S5bMd//HwL6r3QUcNXzZFSanJJiQEAAAAkNdQJAGA1SfzMbd/lkmXDuX6MkmSqpS5T2vf\n/VKDW/aS3z/e3JaanqYxq6ap7rAO+mH/LpMSAgAAAMgrKJIAQPpbmdTIOHeTMsnqadUrDdpr0+C5\nqntfzWzHj144pefGvqZe09/XqctnTUgIAAAAIC+w2Gw2m9khYL+oqCgFBwdLkiIjIxUUFGRyIiCP\nSUuW5r8g7V9tnBcpJ3VdJRUqak6uHLDZbFq2e6MGLRyjC9d5g5vVw1OtazZV78addGeRcBMSAgAA\nAHAVR/cIFEluhiIJcIGblUldVkoBxczJlUMxCVf036WfaubmJdc9bvXw1PM1muj1xi+qdGgJF6cD\nAAAA4AoUSfkcRRLgInmkTJKknUd+1ZtzPtKBM0eve9zTw1PPPtxQfRp3Utk7Srk4HQAAAABnokjK\n5yiSABdKS/n/MmmVcR5yV+Zjbm5UJqWmp+nrn9Zo7OrpOn7x9HXP8bB4qOXDDdSncWeVK3qnixMC\nAAAAcAaKpHyOIglwsZuWSSulAPfaYygtPU2Ld67T2FVf6uiFU9c9x8PioRYRT6pPk86qUKyMixMC\nAAAAcCSKpHyOIgkwQVqKtOBF6c+VxrmblklSZqH0za4NGrPqSx0+f+K651gsFj1dtZ76Numie8LL\nujghAAAAAEegSMrnKJIAk9ywTCr7/4+5uV+ZJEnpGelatnujRq+cpkPnjt/wvKeq1NUbTbvo3uLl\nXBcOAAAAwG2jSMrnKJIAE6WlSAs6SX+uMM5DymZuwB1Y3JRYjpCRkaHlP3+r0aum3XBTbklqWvlx\n9WvaVfeVKO+6cAAAAABuGUVSPkeRBJgsLUVa2Fn6Y7lxHlwmc2WSG5dJUmahtHLP9xq96gv9+deR\nG57X6KHa6te0ix4sdY8L0wEAAADIKYqkfI4iCcgFblQmBYRL7eZIJaqak8uBMjIytGbvZo1eNU37\nTh284XkNHqylN5/qRqEEAAAA5FIUSfkcRRKQS6SnZj7m9s8yyeojNR8nVW5nSixHs9lsWrt3i0av\n+kK/njxw3XMsFoteeOwZDWjRU4H+hVycEAAAAMDNUCTlcxRJQC6Sniot6Cz9sSz7sZo9pUYfSJ5e\nrs/lBDabTet/26pRK7/Q3hN/XvecsIAQvf98HzWPeFIWi8XFCQEAAABcD0VSPkeRBOQy6WnSuiHS\n1k+yHytTW2ozQyoQ4vpcTmKz2fTt79s1auUX+vnY79c95/GK1fVR27dUOrSEi9MBAAAA+CeKpHyO\nIgnIpX6ZLy3tLaUlGeeFS0nt50rFHjQnl5NcLZQGLhitYxdPZzvu6+WjPo076ZUGHeRtzRursgAA\nAAB35OgewcMRoQAg36vURuq+Vgr8xyqc6JPSlPrSr1+Zk8tJLBaL6t3/iL4bPEf9mnbNVhYlpSbr\no2WTVe+Djtp28GeTUgIAAABwNIokAHCU4pWlnpuk0o8a56mJ0sIu0trBUka6OdmcxNfLR283666N\nA2fpkQpVsh0/dO64Wo5+Ra/PGKbLcdGuDwgAAADAoSiSAMCRCoZKnZdJ1btnP7ZlrDTrOSkxyuWx\nnK180dL6uu9Eje80WMEFC2c7vmD7Sj02pLXmbVshnqgGAAAA3Bd7JLkZ9kgC3MiumdLyflJ6inEe\nXEZqP1+6415zcjlZZFyMPlgyQXO3Lr/u8RrlK2tEu7dVoVgZFycDAAAA8h82287nKJIAN3NqhzS3\ng3TlnHHuXVB6brJUsZk5uVzgx0O/6O25w3Xw7LFsx7w8rXq1QQe93riT/Lx9TUgHAAAA5A9stg0A\n7qTkw9IrmzP/9+9S4qS57aWN/5UyMszJ5mQ1ylfShv/M1IAWPeXr5WM4lpqeprGrp+uJYR30/R8/\nmZQQAAAAQE6xIsnNsCIJcFNpydLyN6XdM7Ifu6ex9Nznkm+A63O5yImLf+md+R/ru99/vO7xFhH1\n9f7zfRQWGOLiZAAAAEDexookAHBHVh+pxXip2WjJw2o8tn+1NLmudPGQOdlc4M7Q4pr72hhN7vaB\nwgKyl0VLd61XraGtNX3T18rIoyu0AAAAgLyAIgkAXMVikap3k7qskAqEGo9dPChNekI6sMacbC5g\nsVjUPOJJ/fDeAnWu85wsFovheGxinN6Z97Ge+ri7fj+dd0s1AAAAwJ1RJAGAq5V+ROq5SQqvbJwn\nx0qzW0vfj5Ty8FPHAX4F9WHbN7Xy7am6v2SFbMd/Pva7Gn/URQu2rzQhHQAAAICboUgCADMULiF1\nXyM91No4t9mkDe9L81+UkuPMyeYiVcrcpzXvTNP7z/eRv4+f4VhKWqpenzFMgxeOVVp6mkkJAQAA\nAPwTRRIAmMXLT3puitTkQ8nD03js96XSlCels7+ZEs1VrJ5WvVSvjbYMma/GD9XJdnzKt/PVfkI/\nRcXHmJAOAAAAwD9RJAGAmSwW6ZFXpReXSH7/eHvC+T+kT2tJS3pJV86bk89FigffoS97DtfEzkPl\n6+VjOLbpzx1q/FFX7T9z1KR0AAAAAK6iSAKA3OCuxzP3TSp6v3Fus0m7Z0hjKmfunZSaaEo8V3m2\neiMtfXOSihU2bkZ+/OJpNR3eTWv3bjYpGQAAAACJIgkAco/g0tJL66UHWmY/lhKXuXfS2Ahp76I8\nvRl3pTvv1dp3pyui7AOGeXxygjpN6q+xq76ULQ//+QEAAIDcjCIJAHIT7wJSqy+lDgukIuWzH485\nJS3qmrl/0smfXJ/PRcICQ/R134lq+0gzw9xms+mjZZP10ucDFZ+ct1dnAQAAALkRRRIA5DYWi3RP\nY6nXj1LTEdn3TpKkUzulKfWlBZ2kqJMuj+gKPl7eGt1xgD5o3U+e/9iMfPnPG9V85Ms6dfmsSekA\nAACA/IkiCQByK08vqWYPqd8vmRtye3plP+e3xdK4qtK696SkWJdHdDaLxaJuT7TSgt7jFFQgwHBs\n36mDavRRF20/tMekdAAAAED+Q5EEALmdX5DU5EOp10/SvU9lP56WLG0elbkh984vpYx012d0slr3\nRGjNO1/qnvC7DPPLV6L0/JjXNGPzYpOSAQAAAPkLRRIAuIsi5aT2c6UuK6ViD2U/Hn9R+uZ1aWIt\n6fC3rs/nZHeGFtfKtz9Xk0p1DPO0jHT1nztCb88drpS0VJPSAQAAAPkDRRIAuJuyj0k9v5dafiYV\nKpr9+PnfpektpFnPSxcOuDqdUxXw/b/27js+6vrw4/j7RvYkIQNISIAAkS1TQJa7KjiraG1rFbW1\nwy5nbdXairW22tqqlWodv7baiohYF6jsDcqUFQgQIAkJ2Tu57++P7+VIyLqEy10ueT0fj3vcN/f5\nfL/fT4APl7zvM0L19zvn62dX3N6k7PWVi3TDn36kk8WnfNAyAAAAoGcgSAIAf2S1SWO/If14qzTr\nfikgpGmdvR9LfzlPev/nUlm+99vYSaxWq+6dfYf+fucTCg1q/H2v3/+FLnvyNu08us9HrQMAAAC6\nN4IkAPBnQeHShb+Q7tkijb6xabmjTlr/krl+0pq/SLXV3m9jJ7ly7AV6/96XlBzbp9Hrx05la/ZT\nd2jx5mU+ahkAAADQfREkAUB3EJ0kfX2B9N3PpZTJTcsrC6UPH5KemygdXOX15nWWYUmD9dGD/9CU\nIWMbvV5RU6W7/v6wnlz8ohwOh49aBwAAAHQ/BEkA0J0kjZPmfSTNfV3qldq0PP+g9MoV0vv3StVl\nXm9eZ4gNj9Zb9/xZt828vknZsx++qltfvE8lFd3jewUAAAB8jSAJALobi0UacbX0o43SpY9LQZFN\n66z/m/SXKVLmWq83rzME2Ox6Yu7P9fQ3HlCAzd6o7JPtq3XFU/N0KPeoj1oHAAAAdB8ESQDQXQUE\nS9PukX76pTSx6S5nOnVIevlr0gcPSNXlXm9eZ7hl2tVa+JO/qndEr0av7ztxSJc9eZuW797go5YB\nAAAA3QNBEgB0d2G9pTnPSLd/0HS6m2FIa5+X/jpVOtI9QpaJaaP18YOvalT/oY1eLyov0c3P/UQv\nLvuXDMPwUesAAAAA/0aQBAA9xYDzpR+slSbd0bQsP0NacIn04S+kmgrvt83D+sUk6N2f/03XTLik\n0esOw6FH3/6zfvjqY6qorvRR6wAAAIBOZBhSwWFpx0Jzw53XrvPo5S0GH8v6lYKCAsXExEiSTp06\npV69erVxBgA04+BK6Z3vS4WHm5b1Hixd94KUPNH77fIwwzD010/+T7999/kmo5BGp5yjf3z3d+rb\nK95HrQMAAAA8oPyUdGyrdHSzdGyLlLVFKstzFRdUGIr5Y6kkz+QIBEl+hiAJgMdUlUgf/0ra+HLT\nMotVOv9H0gUPmWst+bllO9bq7ld+peKK0kavx0XG6JW7ntSEQaN81DIAAACgHWoqpeztZlhUHxzl\nH2z1FIKkHo4gCYDHHfhcWvQDqaiZXc3ihkrXvSgljfN+uzwsI+eIbn3hXu3PbjwKK8Bm1/y5P9ct\n0672TcMAAACA5jgcUt5+KcsZGB3dImXvkBy17boMQVIPR5AEoFNUFksfPSxtfrVpmdUmTfuJNOt+\nyR7k9aZ5UnFFqe5+5REt27GmSdl3ZlyvX9/wYwXY7D5oGQAAACApe6e04x3naKOtUlVxx64TGCb1\nPVdKHq+CiKGKmXqLJIKkHokgCUCn2r9MWvRDqfhY07KEYdK1L0j9zvV+uzyozlGnp957SX/66LUm\nZZMHn6sFdz6h3hH83woAAAAvcTikfR+buykfXNH+8602KWG41G+cOZMgebw5s8Bqk+T5HIEgyc8Q\nJAHodJVF0gcPSVvfaFpmtUnTfybNvE+yB3q/bR703pZPdc9rjzfZva1fTKJe+95TGpE8xEctAwAA\nQI9QVSJt/ae0/sU21zlqJDpFSh4nJY03w6O+o8wRSC0gSOrhCJIAeM3ej6V3fySVnGhaljjCXDup\nj38vUr0ra7++/fy9yjqV3ej1kIAgPfPth3X1+It91DIAAAB0W6cypQ0vSZtfb3vqWki0Ocqon3Ok\nUb9xUnhcu25HkNTDESQB8KqKAul/D0hf/rtpmdUuzbxXmvFzyRbg/bZ5SF5Jge5c8Aut3be1SdmP\nLvu27p9zp2zOYcEAAABAhxiGdHidOX3tq/clw9Fy3dSp0thbpP6TpNhBksVyVrcmSOrhCJIA+MSe\nD83RSaU5TcsSR0pXPSMlT/R+uzykpq5Wj779J738+X+blF04YopeuP3XigwJ90HLAAAA4Ndqq6Ud\nC6V1L0jHv2y5ni1AGnm9NOV7Ut8xHm0CQVIPR5AEwGfKT0n/u0/a9p/my8d9W7r0USk01qvN8qR/\nrXlP9//rKdXUNd5SNS0hRa9+7ymlJab4qGUAAADwK6UnpU2vSBv+3vyHsfXCeksTb5cmzpMiEjql\nKQRJPRxBEgCf2/2+tPgeqexk07KQXtKlv5bGflOyWr3fNg/YfHCHbnvxAeUW5zd6PSI4TC/c/rgu\nGjnFRy0DAABAl5e9U1r7grT9P1JtVcv1EkdIk++WRl0vBQR3apMIkno4giQAXUJZvvS/e6Xtbzdf\nnjxBmv1Hqe9o77bLQ04U5Oo7Lz6gLw/vbvS6xWLRQ1d9Tz+49JuynOVcdQAAAHQTDoe072Nz/aOD\nK1quZ7FIQ78mTblbGjDtrNc+chdBUg9HkASgS8lYLi35mZS3v2mZxSpNmidd+LC524Sfqayp0r3/\n/J3+u/6DJmVXjb9Iz3zrYYUGdu6nRwAAAOjCqkqkL/5lrn+Uf7DleoHh0rhbpPPuMhfP9jKCpB6O\nIAlAl1NbLa15Tlr+lFRT0bQ8PF667DfS6Bu99qmLpxiGoQWfvaVH3/6zHGfsrDEieYgW3PFbDYhP\n9lHrAAAA4BN5B6QNL0lb/2mGSS2JTpEm3yWN+6YUHOW99p2BIKmHI0gC0GUVHJE+eMDczrQ5qedL\ns/8gJZzj3XZ5wMqvNurOBQ+rsLy40euB9gDNm3WDfnz5d9jVDQAAoDtzOKQDn0rr/ybt+6T1uqlT\nzelr6ZdLVpt32tcKgqQejiAJQJe392Pp/XulgsymZVa7+aY66wEpyL+Cl8yTWfr2C/dp7/Gmw5Zj\nI3rp/tl36uaps2W32X3QOgAAAHSKymJz+tqGl8yRSC2xBUgjr5emfE/qO8ZrzXMHQVIPR5AEwC/U\nVEgrn5FWPdP8bhWRfaXL50vDr/ar6W6llWX60au/1gdfNr+IYnrfQXrs+h9pxrBJXm4ZAAAAPMrd\n6WthcdKE75hrg0Ykeq997UCQ1MMRJAHwK/kZ5uik/cuaLx80S5r9tNR7sHfbdRYMw9DbGz7SE+8+\nrxOFJ5utc/HIqXrkuh8pLTHFy60DAABAhzkc0oFlzulrS1uv2+9c6bzvSiOvlexB3mlfBxEk9XAE\nSQD8jmFIu5eY6ycVZTUttwVK0+6Rpv9MCgz1fvs6qKyqQi8s/af++sn/qaK6skm53WrTrTOu08+u\nvF29wny3uCIAAADaUD99bf3fzA9CW2K1SyOuMRfQTprgNyPrCZJ6OIIkAH6rukz6/ClzhzdHbdPy\n6BTpyqek9K95v21n4XhBrp549wW9veHDZsujQyP18ytv17dnXKcA1k8CAADoOvL2S+ud09eqS1uu\nFx5vTl+bcJsU2cd77fMQgqQejiAJgN/L3Sst+Zl0aGXz5elfky5/UooZ4N12naUvMnfrkf8+q40Z\n25stT0tI0a+u+6EuHjlVFj/59AoAAKDbqZ++tu7FlpdfqNdvrDT5u+YopC4+fa01BEk9HEESgG7B\nMKTtb0sf/UIqyW5abrVLY26SZvxUih3k/fZ1kGEYem/Lp3r8nb8o61Qz35ekGedM1KPX36Nz+vnP\n9wUAAODX6mql3N3SwZXSxpdbn75mCzA3hJn8XSl5gtea2JkIkno4giQA3UplsfTZE+Z8dEdd03KL\nVRr1dWnmvVLcEO+3r4Mqa6q04NO39OyHr6qsqrxJudVi1S3nX6V7Z9+huMgYH7QQAACgG6sokI5u\nko5skI5slLK2tD51TXJOX7tNmnhbl919raMIkno4giQA3dKJHeZ0tyPrmy+3WKTh15iBUuJw77bt\nLOQW5et37/1N/1q7RM293UYEh+nHl39H82bdoKCAQB+0EAAAwM85HFL+AWdotEE6ulHK3eP++Unj\npfPuck5f654/jxEk9XAESQC6LYdD2v4f6fPftT7ceNhsaeZ9Ut/R3mvbWdqVtV+/+u+zWrN3S7Pl\nKb376ZfXfl9XnDuL9ZMAAABaU1UqHdvaIDjaZI5Aag9bgBkcnXdXt5m+1hqCpB6OIAlAt+eok3Ys\nlFY83fqnSUMvNQMlP3nzNwxDH29bpccW/lmHTmY1W+e8tDG6+5Jv6MIRU2Sz2rzcQgAAgC7GMKTC\nI41Do+wdzS+J0Jaw3lL/SVLKZGn0jVJEgufb20URJPVwBEkAegyHQ9r9nrT8KSl7Z8v10i6QZt4v\npU72XtvOQnVtjf6x/G394X8vq7ii+bn6STGJ+ua0q3Xz1NmKi4z1cgsBAAB8pLpMOvallLVJOrrZ\nnKbW3MYsbbFYpIThZnCUPFHqP1GKGWi+3gMRJPVwBEkAehyHQ9r7ofT5U9LxL1quN2CaNOt+89kP\nfkjILy3U00v+rtdXLVJdC5+qBdjsuuLcWfr2jGt1XtoYpr0BAIDuo35to6ObzEfWZilnV8dGGwVF\nSv0nSMmTzPAoaZwUHOn5NvspgqQejiAJQI9lGNL+peYaSkc3tVyv/3nSrPuktAv9IlDae/yQHl34\nJ32+q4WFxp2G9h2ob027Rl8/72uKDAn3UusAAAA8pDzfOcrIGRplbZEqizp2rd6DnSONnMFR3FDJ\navVse7sRgqQejiAJQI9nGFLGcnPKW+aaluv1G2uOUBp6mV8ESl9k7tZrK9/Ru5uWqrKmqsV6oUEh\num7ipfr29Gs1InmIF1sIAADgptpqcy2jrAbBUf7Bjl0rINQcYVQ/RS15ohTG1P/2IEjq4QiSAKCB\nQ6vNKW8Hl7dcp89oaea90jlX+sUnVQVlRfrPug/0+qpFysg50mrdcQNG6NszrtWccRcqOCDISy0E\nAAA4Q0m2lLn2dGh0/EuptuUPxlrVO01KGm9uqJI0XkocYe6yhg4jSOrhCJIAoBlHNpgjlPYtbblO\n4kjpkkekwRf7xQglwzC0eu9mvbriHX20bWWL6yhJUq+wSM2dMlvfmna1BsQne7GVAACgR6qtNn/+\n2r/MfGTv6Nh1gqOl5HFS0gRncDROCo3xaFNBkNTjESQBQCuObTVHKO35oOU6KVOkSx6VUs7zWrPO\n1omCXP1zzXv6v1WLlV10stW6M4dN0renX6uLR06V3Wb3UgsBAEC3dypTOvCpGRxlrJCqm999tkVW\nm5QwQkquH200QYod5Bcjxv0dQVIPR5AEAG44sUNa/ntp92JzTaXmpH9NuuhXUuJw77btLNTW1eqT\n7av12sp3tOKrja3W7dsrXt84/yrdcv5VSojq7aUWAgCAbqOmwlxGoH7UUd7+9p0f2a9BaDRe6jtG\nCgztlKaidQRJPRxBEgC0Q85X0vLfSTveab7cYpFG3SBd+JAUM8C7bTtLB3OO6LVVi/TW2v+psLy4\nxXp2q01XjJ2l22Zer4mDRsviB9P6AACADxiGGRbtX2oGR4fWSLWV7p1rsZgbnaSeb4ZHSeOlqH6d\n2164jSCphyNIAoAOOL5NWvqY+UNRc2wB0oTvSDPvk8Ljvdu2s1RRXanFm5fptZXv6IvM3a3WHdYv\nTbfNvF7XTLxUYUEhXmohAADosiqLpYMrT486Kmx9o49GwhOkwRdJQy6SBs2UQtlJrasiSOrhCJIA\n4CwcWi198qh0tIVpYQGh0pS7pWn3SMFRXm2aJ2w/skevrXhH72z6RBXVLX+CGBUaoblTrtSt069l\ncW4AAHqKymKp8KgZFuXslvZ/Kh1ZLzlq3TvfapdSJpvh0eCLzN3UGOnsFwiSupDCwkIdO3ZMJ06c\nkGEYSkxM1LBhw2Sz2TrtngRJAHCWDEPa86G07NfmD1HNCeklTf+pdN6dUoD/jdwpKi/Rf9d/oFdX\nvKMDOYdbrGexWHTB8Mm6beb1mjXsPFlZ7BIAAP/kcEhlJ82QqPCoVJR1+rjwqFSYJVUWtv+60f2l\nIRebwdGAaVJwpMebjs5HkORjK1eu1L///W8tX75ce/bsaVIeGRmpb33rW3r00UcVG+v5oX0ESQDg\nIY46adt/pE+fkApbCFsi+0qzHpDG3iL54Q5ohmFo1Z5NemX52/pk+2o5DEeLdVPjknTrjGs1d/KV\nig7jh0QAALqU2mqp+FiDYKjBo+iIVHRMqq06+/vYg6UB5ztHHV0s9U5j1FE3QJDkY7feeqtee+01\n19cpKSlKS0uTxWLRl19+qby8PElS37599fnnn2vIkCEevT9BEgB4WG2VtPlV6fOnzE/ymtM7Tbro\nl9Kwq/x2i9qj+Sf0+spF+ufqxTpVVtRivZCAIF036TJ9Z+b1Gp402IstBACgB3HUSRWFUlme+Sh3\nPpflNz4uyzN/PinNaXkn2rMVN+T0dLXUqX45GhutI0jysVtvvVULFy7UHXfcobvuuktDhw51ldXU\n1OjZZ5/V/fffL8MwdM4552jbtm0KCAjw2P0JkgCgk1SVSmufl1b/WapqYRe0vmOkix+R0i7w20/n\nKmuqtHjzMr2y/G1tO/xVq3UnpY3Wd2ZeryvOnaUAPxyRBQCAVzkcUv4Bc3RQw3Co/NTpwKj+UVEg\ntTJSuFPYAqXoJCmqv/mcNM4Mj3qleLcd8DqCJB9btGiRJk+erMTExBbr3HvvvXr66aclSQsXLtS1\n117rsfsTJAFAJyvPl1Y+I63/W8tDxAdMky55REqe6N22edjWQ7v0yvK39d6WZaqurWmxXkJUb31z\n2tX65rSrlRDV24stBACgCzMMKT/D3PXs4Erp0EozJPKV4CgpOtl8RCWZ6xvVfx2dLIXF++3Iapwd\ngiQ/sHfvXqWnp0uSfvrTn+oPf/iDx65NkAQAXlJ0TPr8d9LWN8zh581JHCmNuFoafrUU57/TwE4W\nn9K/1ryn11a+o+MFuS3Ws1ttumLsLH1z2jWaPHiMbNbO21wCAIAuqeiYdHDF6fCoKMt7945IdIZE\nyY0DovqHH+44C+8gSPIDJ0+eVHx8vCTptttu08svv+yxaxMkAYCXndwvffobaeei1uslDDMDpRFX\nS/Hp3miZx9XW1eqT7av1yvK3tXrv5lbrxkXG6MpzL9BV4y/SxEGj2PENANA9leVJh1aZoVHGcnME\nkqcER0lhsVJobymstxQaaz6H9TZfD2vwekSiZA/y3L3RoxAk+YHly5dr1qxZkqSHH35Yjz/+uMeu\nTZAEAD5y7Atp6WPSgc/arhs39PRIpYRhfrme0t7jh/SPFW/rv+s/VFlVeat1E6PidOXYWZoz7kKN\nHziSUAkA4L8qi6XMNc4RRyuk7J3tOz8oQuozSgqLc4ZEDcOhBo+QGMke2DnfA3AGgiQ/cMMNN+i/\n//2vJGnVqlU6//zzPXZtgiQA8LGDK6XlT5vrILizSGbvwdLwq8xgKXGk34VKJRVl+s/6D/SP5W/r\nQM7hNuv37RWv2WMv0JxxF2nsgOGy+Nn3CwDoYWoqpCMbpIwVZnB0/IuWp7Q3xx4s9T9PGjRDGjhd\n6nuuxAYV6GIIkrq4Dz74QFdccYUkadq0aVq5cmW7r1FQUNBiWWFhoQYOHCiJIAkAfKo0V9r9vrRr\nsRkqufNDZ+xAc5TS8KvMHeD8KGQxDEOr9mzSf9Z/qI+2rVBpZeujlCSpX0yi5oy7UHPGXagxKecQ\nKgEAfK+2Sjq62ZyudmiVGSLVVbt/vtUuJY03Q6OBM6TkCVJAcOe1F/AAgqQuLCMjQxMmTFBBQYHC\nw8O1ZcsWDRkypN3XcfcHbYIkAOgiyvKkr/5nrqN0cIV7oVKvVOdIpaukfuP8KlSqrKnS8l0b9N6W\nZfp4++o2p75JUv/efV2h0sjkoYRKAADvqK2WsrY0Do5qK90/32KR+ox2BkfTpZTJ5vQ1wI8QJHVR\neXl5mjp1qvbt2yeLxaI333xTN9xwQ4euRZAEAH6sPF/66kNp1yJzUc66mrbPiUo2A6UR15ifcvpR\nyFJRXanPd63X4i3L9Mn21aqobvuH89S4JM0Zd6GuGn+RhvVLI1QCAHhOXY10bKt0sD44Wm9OX2uP\nuKFmaDRoppQ6VQqN6ZSmAt5CkNQFFRcX64ILLtCWLVskSX/961919913d/h6TG0DgG6iokDa86G0\n811zkW53hs73PVeacrc08lrJFtDpTfSk8upKfbpjrRZvWaZPd6xRRU1Vm+cMSuivOeMu1NXjL9HQ\nvgO80EoAQLdSV2uua3RwlZS5Sjq8Xqoua981olNOr3E0cLq5QxrQjRAkdTHl5eW69NJLtXr1aknS\nk08+qfvvv7/T7sdi2wDgpyqLpD0fSbvelfYvM9doaE1kX2nSndKEW/3yk9CyynIt3blG721epk93\nrlNVbdsh2qj+Q3XdxMt0zYRLFB8V64VWAgD8Tl2tdGLb6alqmeuk6tL2XSOynzRwmjRgujTgfCkm\ntVOaCnQVBEldSFVVlWbPnq2lS5dKkn71q1/pscce69R7EiQBQDdQVSLt/dgcqbTvk9bXaggIlcbe\nLE3+nrkDnB8qrSzTJ9tX670tn+qzXetUXdv6dD+rxaoZ50zU9ZMu02VjZigsKMRLLQUAdDkOh5S9\nw9w19dBKMziqKm7fNSL6nBEcDfCraeTA2SJI6iJqamp03XXXacmSJZKke++9V0899VSn35cgCQC6\nmapSaf9S6Yt/S3s/armexSINvUya8n1pwDS//QG4uKJUH29bpfe2LNPy3RtUU1fbav3QoBBdPmam\nrp90maalj5fNavNSSwEAPmEY0sl95uYVB1eao44qWl76o1nhCc7gyPmIHeS375uAJxAkdQF1dXW6\n+eab9Z///EeS9MMf/lB//vOfvXJvgiQA6Mby9kvrXpC2/kuqaWUntD6jnOsoXS/ZA73XPg8rLCvW\nh9tWatHGj7Vq72a19SNJQlRvXT3hYn190tc0PGkwi3QDQHdxKtMMjerDo9Kc9p0fFmcGRvWjjnqn\nERwBDRAk+ZhhGLr99tv1j3/8Q5J055136sUXX/TaD7MESQDQA5Sfkja9Kq3/m1RyouV64QnSeXdK\nE26Twvx7TaETBblatGmpFm78SLuy9rdZf2jfgbp+4mW6duKl6heT4IUWAgA8pviEMzhyPgoPt+/8\n0NgGwdE0c5c1giOgRQRJPvbQQw9p/vz5kqShQ4dq/vz5rYZI8fHxmjJlisfuT5AEAD1IbbW0c5G0\n9nlzR5qW2IOlMTeZo5Tih3qvfZ3kq2MH9N/1H+qdjZ8ou+hkq3UtFosmDz5X10/6mq4cO0uRIeFe\naiUAwG3l+dKh1adHHJ3c177zg6PNtY0GTpMGzpDi0iWrtVOaCnRHBEk+NnPmTK1YscLt+hdeeKGW\nLVvmsfsTJAFAD2QY0uF10pq/SHv+Z37dkiEXm+soDZrl95/O1jnqtHbfVr294SO9v/VzlVW1Mt1P\nUnBAkC4Zdb6un3SZZg2frACb3UstBQA0UlUqZa4+PeIoe0fr711nCgyTUiabodHA6eaUbtbIA9rN\nMAyVV1fq6IksnTNgiCSCJJ94+OGHtXPnTrfrjx492qM7uREkAUAPl3/QuY7S/0nVZS3XSxhujlAa\n9XUpINh77esk5dWV+mTbKv13w4davnuD6hx1rdaPCY/WFefO1JXnztKUoeMIlQCgs1UUSF99IO1e\nIh34VKqtcv9cW6DUf5IZGg2cIfUb69drAAKeYBiGyqsqVFxRquKKMpVUljqPS1VSUeZ8Lj1dXl9W\n2bCsTHWOOjmqanXy1S2SCJJ6JIIkAIAkqaJQ2vK6tO5FqSir5XqB4VLKJCn1fCl1arf44fxk8Skt\n3rxUb2/4WF8e3t1m/V5hkbps9AxdOXaWpqVPUKA9wAutBIAeoCRH+up/0q7F5u5qjtZ34nSx2sz3\no/oRR/0nSQEhndtWoAsrq6rQF5m7tSljmzZl7ND2I3tUUFbc5gdn7iJI6uEIkgAAjdTVSrsXS2v+\nKmVtbrt+QIiUNEEaMNUMlpIn+PUP7/uzM/XOxo/19oaPdDS/lYXJnSJDwnXp6OmaPXaWpp8zUcEB\nQV5oJQB0I4VHpd3vSbuWSEfWuT9lrc8o54ij6VLKFCk4snPbCXRhx07laFPGdm06uF2bMnZoV9Z+\nj4VGzSFI6uEIkgAALTqywQyUdr8nGQ73zrEFSP3GmYuYpk4xPxUOiujcdnYCh8OhTQe36+0NH+m9\nLZ+qqLykzXPCg0N1ycjzdeXYCzRr+HkKCfT/KYAA0Cny9pvB0e7F0rFWNn9oKDpFGnqxOeoo9Xy/\n310U6KiaulrtzjpgjjY6uEObMrbreEGu1+4fHBCkUEugvnrOXLuZIKkHIkgCALSp4LC0/m/Sl29J\nZa3vetaE1Sb1Ge0MlqZKKedJIf71XlNVU61Vezbr/S8+00dfrlRheXGb54QGheiiEVN05dgLdOGI\nKQoL8t9RWgBw1gxDytllTlnbvUTKaXsasSQpbqg0fI40bI45AsnPN30AOqKwrFibD+7U5oPbtTFj\nu77I3K2K6soOXSs4IEgRIWGKDAlXRHC4IkPCFBESrsgQ8zgyNEKRweGuOpEh4c7y0/UC7QHs2tbT\nESQBANxmGOanyIdWS5lrzEfx8fZdw2KREkacngqXOlUK69057e0ENXW1WrN3i97f+pk++HKFTpUW\ntnlOSECQLhgxWVeOvUAXjZiqiJCwzm8oAPiawyEd2yLtes8c2XrqkHvn9R1jBkfDZkvxQzu1iUBX\nU1ZVoaz8bH2RuUubD+7Qxozt2nfCzb5zhoHxyZowaJQmDByp8YNGaWB8ssfWdSRI6uEIkgAAHWYY\nUkGmdGiNuS1z5lrz6/ZKHCkNvVRKv8ycFucnWzLX1tVq/YFten/rZ/rfF5/rZPGpNs8JsgdqxrCJ\nunLsBbp01DRFhfrftD8AaMThkCpOScUnzA8XSrKl7B3S7vfd+7DBYpGSJzlHHs2WeqV0fpsBHyit\nLNOxU7k6UZir4wXm84mChscn3Rr13Jwge6DGpJ6j8QNHasLAURo/aKR6R3Te7/YEST0cQRIAwKMK\ns5yjldaa4VLe/vadH9ZbGnKJNPQyKe0Cv1k8tc5Rp00ZO1yh0onCtqcAWi1WDe6TqtH90zUqJV1j\nUs7RsKTBCmVtJQBdgWFIVcXOgOiEVHJCKs52Pjf4ujRbqqtp37WtNil1mjM8ulKKSOyc7wHwAsMw\nVFRecjogKsjV8cKTOlGQ2+i1ksoyj90zLjJGEweN0viBIzVx0GiNSB6ioADv7aJLkNTDESQBADpV\nae7paXCH1phrZLjLFiClTDVHKg29TIod2Hnt9CCHw6Gtmbu0ZOtnen/r5zp2Ktvtc21Wm4b0SdWo\n/ukanXKORvdP17CkNBbuBuAZdbVSZZFUUSBVFkrlBeZxaa45eqj4hDmiqD4kqin33L1tgeYHBMPm\nSOd8TQplsWz4D8MwlFdSoIO5R5SRYz4O5hxVRu4RHc0/0eE1i9xhsVh0Tt9BGj9opCYOGqUJA0ep\nf+++svhwzTCCpB6OIAkA4FXlp6TD604HSye2ub8jXNwQM1Aaepm5G5zNM/P8O5NhGPry8Fd63xkq\nHc471u5r2Kw2De0zQKNS0jW6f7pGp6RrWNJgBQcEdUKLAXR59SOFyp1hUEWhGQZVuHFc1bFpMx0W\nGGaOMh0223z2k1Gm6LnKqyt1KPeoDmQfdoZGR5WRc1gHc4+6tYPr2Qqw2ZUYHacBcUkaP2iUJg4a\npbEDhisyJLzT790eBEk9HEESAMCnyvKl/UulvR9J+z81Pyl3R3C0NPhCM1QacpFffLJtGIZ2Ht3n\nWqh7f3Zmh69lt9o0tO9AjU5Jd41eOqffIMIloDtwOMzRQQWZ0qlMqeCQ8znT3EWzLM/9AN5bgqPM\n6WkRfaTIRCmyr5Q03vx/OoBdK9G11DnqlJWfrYzcI8rIPmI+5xzWwZyjOlaQ02n3DbIHqk+vePWJ\njlPfXvHO43jXcd/oePWO6CWr1dppbfAUgqQejiAJANBl1NWYo5X2fmQ+8g64d57Fao5Qqh+tFJ/u\nF1tEF5WXaMfRfdp2+CttP7JH2w7vUebJrA5fz261aXjyEJ0/dJymp0/QxLTRTIkDuqqqEjMUOpVp\n7mbWKCw6ItVV+7iBTvZgKbJP44Aooo8ZGkU2eA5kN0r4Rm1drYorylRUXqzC8hIVl5eYzxWlKiwv\nVlF5iYrLTx+fKDypzJNZqq5t57pebQgJCDKDoV7x6tsrQX2j45zHZljUp1e8YsOjfTodzZMIkno4\ngiQAQJeVt1/a+7H5yFwjOWrdOy86xfwUfNAMacB0Kazrj1aqV1Reoh1H9urLBuFSR6bDSVKgPUAT\nBo3S9PQJmpY+XqP6p8tus3u4xQCaZRjmOkN5Gc6RRYcajDDKNEcV+UpwlDmqM7SX+RwSLYXHOcOi\nPo2Do+Bovwjm0X3U1tXqSN5xHcg5rCP5J5xBkBkOFTV8VJSqqLxYpZUeXMerDSEBQRqY0F8D4/sr\nLdF8HpTQX6lxSeoVFtltQiJ3ECT1cARJAAC/UFkkHfhM2vORtO8TqTzfvfMsFilxlBkqDZwhpU7x\nu0/OC8uKteOoM1w6vFfbjnylI3lubKl9hsiQcE0ZMlbTnMHS4MTUHvVDL9Bpaiqlk3uk7F3mtvcn\ndko5O8014TpLYNjpECikl/O54XFzr0Wb51htndcuwE1lleXan3NYB7IzdSD7sPZnH9aBnMM6lHvU\n46OF2sNqsSo5to8GJiQrLSFFA+OTlZaYooHx/dUnOs4vpp15A0FSD0eQBADwO446KWuzc7TSR1L2\nTvfPtQVISROkQTPNR9I4v1i0+0ynSou048gebT+yV9uO7NG2w1/paP6Jdl0jMSpO56eP1/RzJmja\n0PHq0yu+k1oLdBOGIZXmSCd2mP/vZO8ww6O8feb/S54U0kuKSZV6DXA+p55+juwj2VkPDV2fYRjK\nKcrT/uxMMyhyhkYHcg7reEGuT9sWG9FLg+KTNSghpUFo1F+pcf0UFBDo07b5A4KkHo4gCQDg9wqP\nng6VDq6QaqvcPzcw3BylNGimOWIpYbjkp582niw+pbX7tmrVnk1auWdTu0ctDU5McY5WmqApQ8Yq\nKjSik1oK+IHaKunkXjM0ytlljjLK3uH+aMi2WO1Sr/7OgGhA46CoV4o5egjwE1U11co8eUwHchqM\nLso+rAM5mZ0+9cxisSgyJFyRIeGKDo1QVGikokLDFRUaociQCOdrpx8x4dEaEJek6DB2EDwbBEk9\nHEESAKBbqS6TMteagVLGcunE9vadH9ZbGjhdGjjTnA4XM6AzWukVh08e06o9m7Rq72at2rNZp0oL\n3T7XarFqdEq6pqVP0PiBIzU4MUXJsX1YYwndU22VdHSTlLXFOcpop3Ryn/vrsrUkIFSKHyrFDGwa\nFkX1Y4oZ/EpFdaUO5x1XZm6WDuYeVebJLB06eVSHcrN0rCBHnowB4iJjlJaQokEJ/RUbHt0oHIoO\njVRkaLj5Wki4IkLCZKMveR1BUg9HkAQA6NbK8qVDK6WMFdLB5VL+wfadH53iXLT7fCkqyQyawnqb\n00786AdXh8Oh3ccOuEYrrd//pSqqK9t1jQCbXQPikzU4MUWDElKUlpiitIT+GpSQwugl+BfDkHJ2\nSxmfm49Da6Sasxw1Ed1fShwhJQ6XEkeaxzED/XaEI3qm8upKHT5pBkWHcrOcYVGWDuUe9fhUNJvV\nptS4fkpzvp8MTkzV4MRUDUroz2ghP0CQ1MMRJAEAepSCI6dHKx1cIZV28Adji1UKjTFDpVBnuBTe\n4DistxQWd/o4NKZLBU/VtTXacminVn61Sav3bNLWzN2qO4s1Xuo/Pa7/JcAMmVKUFJvIJ8XoGkqy\nzQX7D3xu9v/SnI5dJyBEShgmJYyQ+owwQ6OEYUxFg1+orq3RqdJC5Rbn6/DJ48qsD41OZikzN0vZ\nRSc9fs/w4FClJaQ6w6LToVFqXJIC7f63RiFMBEk9HEESAKDHMgwpd485IuHgCunQaqmqpHPuZbFI\nITENQqbeUmRfc9RCn5FS/Dk+XTy3pKJM6/Z/YU6F27NZe45neOS6QfZADXDueGOOZOqvtMRUDekz\nQKGBwR65B9Cs6jKzT2d8boZHuV+1/xpRSc5RRvWPkVLswC4VCqNnq62rVUFZkfJKCpRfUqi8kgLl\nlZxSfmmh87UC52sFyi8tVFF5J73HSerbK941uigtMVWDnYFRQlRvdgjthgiSejiCJAAAnOpqpeNb\npQPLzWDpyAaprto797bapfh08xfVPiOlPqPMX1xDY7xz/zPkFuVr9d7NWr//S+3LztSB7EzllRR4\n7PpWi1WD+6RqVP90je4/VKP6p2t40mCFBYd67B7oYRx10vEvzNDowOfS0Q1SXTu2EI/oY05j7Xeu\nc2racHMKK+AF1bU1KqksU0lFqYorSlVSUaaSijIVV5pfF5QWucKg+oAov6RABeXFHl2bqDUWi0VJ\nMYkaEJek1PgkDYhL0oC4ZA2IT1b/3n0UwocDPQpBUg9HkAQAQAuqy6Uj6831lfL2SWV5px+VRd5p\nQ3R/M1hKdIZLfUaar/ng093CsmJl5BzRgRznbjzOLZwzT2appu4sFyWW+UtKWkKKRqeka2TyUI1K\nSdfI5CEKDw7zQOvRLeUfdK5ztNwMfysK3T83MMxc+2zQLCntAiluqE/6FbqPiupKHcw9qtyifBVX\nlKq0skzFFaUqrihzHZdUlKqkskzFFWWu45KKMlXWtGO30U5ktViVHNtHA+KTlBqXpIHxyUqNS9KA\n+CT1j+2roIBAXzcRXQRBUg9HkAQAQAfUVpvbgLvCpZMNjvNPf13ufK09v+C2JTiq8cilPqPMX4Lt\nvvkBv7auVkfyjjsDpiOu7Z8P5Bxp105xzbFYLBoYn6xR/dM1yjlyaWT/oYoMCfdM4+EbhmGO9qsu\nlarKzGlo1aXO5zMeVaVNy6tKpVOHpIJM9+9psUr9xkpps6RBF0jJE3zWZ+C/DMNQXsmp09vbZx/W\nfuf/eVmnsr02OqijrBareoVHKTY82hxd5BxZlBqXrIHxSUqK7cO6RXALQVIPR5AEAIAX1NU0Dp5K\nT0p5+82txk/skAqPnN31bQHmOksJw6TYQeajd5r5HOS7HdVOlRYpI+ew85euTGXkHNGe4wd1OO/Y\nWV13QFySc8TSUNcIJnb5aae6Wqm2QqqplGoqpNoGz7VV5qOuuulxXbUZpNZVNXiuauO1KmcIVH46\nFHKc/Si2NsUMMEcbDZolDZzGVDW4raauVodPHmsUFNWPwuzMdYY6oldYpHpH9FJsRIxiw6Odx73M\nZ+fXvSNiFBsRrV5hkWyAAI8gSOrhCJIAAOgCKgqkEzulE9vMYCl7h7kQuCd+2Q6PPx0uNQyYYgZK\ngb5Zk6iovEQ7ju7T9sN7tP3IHu04ulcZOWcXpoUGhah3RC/FRcSYz5ExiouMUWwzr0WHRvrv4q+G\nIRVlmdvXn9wrlRc0HwjVVJ5+vblybwQ53hYSLQ2c6Rx1NEuKSfVxg9DVFVeUmmFRdsOwKFOHcrNU\nexY7WbaXzWpTRHCYIkLCFBkS3ug4PDjMFRbVB0JmSNRLMeFRstvsXmsnUI8gqYcjSAIAoIuqrTLD\npBM7GgdMntxZLrKvM2BKk3o3CJtiBnhuFznDMEdkOWqcz3XmtQNCGu1+VVJRph1H92rHkb3afsQM\nmA7kHOmUqSJ2q029I2IUF2n+YtY7MsYVQsU5jxOiYpUan+zb3eXK8s3AKGeXlPOVlLvbfK4q9l2b\nuhJbgNT/POc6R7OkvmPYUa0HMQxDFTVVKi4vca5F5HyUm89FFSUqqShTUXmJSipKVeRco8j1XF6q\nsqpyj7XHYrGof2xfJcf2UVRouCJCwhUZHK7wkDBFNgiFIkPCFRkSpghXYBSu0MBg/w230SMRJPVw\nBEkAAPgRh0MqPOwMl7abwdLx7VLx2U0Va8JikaKSzVApMNQMgOpqzFEsdTXm9Kb6Y0eNOU2qUVjU\n4OvWPtW3B5uBUmDYGc+hUkCoaqyBOlVdrdzyCmWVlepocaGOFhepzCGVG1ZVyKpyw6Jyw6oSw6Yi\nw6pih00VskjyzC9l/WISNTgxRYMS+mtQQorzOEV9ouM894tfVYkZGtaHRdm7zefSXM9cvyuy2qXA\ncPPvPCjMfK7/uskj3FmnQXlwpLmzYSCLsfuzOkedGfqUl6iwvERFZcXms/NRUFbkKiuuKFFR+ekw\nqLi8xKujhuqFBAZrcGKKc6v7VKUlmv8vpMYlsXMZegyCpB6OIAkAgG6gLN8MlfIOSPkZUr7z+VRm\n95zC1IZqQ85gyaZih9V8NsznEtfXp4On+rL618oMq9oKosKCQjUoIVlpCSka5AyaBiemakBro5hq\nq80dAHN2Nw6NCg97/g+hLRaLZA+RAoJPPweEmOGePdhciNoeJNmCzGNb/ddnPDf3mi3QeY6z3B7Y\nNCSyBbJLWjdgGIbKqsrN7eqdO5CVOHcoMwOgYhWWFZ8OisobHpsjibrqr4+JUXFKS0xxPQY7g6M+\n0XGyWq2+bh7gU57OEZigCQAA4G1hsdKgmeajobpacyHv+mCp/pGXYb5uOHzR2k4XaJFiLXWKVZ3U\ngZlOdYZUZlhV/+tt02czADFKv5BKJWWcLi+XVGGxyma1yWazyWa1yW61y2azyVpRIIsHgj0jKEKK\nT5eRMEyWqGRZAkNPj+6qD4bqpw82FxQFhBDkQHWOOhWWl6iwrLjRdvUlru3q68Oh09vUm8flp1+r\nLOuyQZA7Amx2pcYlmSOMElM12DnCKC0hRREhjHYDvIUgCQAAoKuw2aXYgebjTLVVUsHhBuFSg7Cp\nKMuz7bDazeDCFmBuw15bJdV4bm0ST7NZpEjL2YRsdZJRI51lZlRpWLS/Lkh7aoO0ty5IX9UGaU9d\nsI457NKxMkmbFGTfZi7C61zbqX5RcddxhE29IyPUOzhCsaHRLMzbDTkcDpVUlqmgrEgFZcUqKCtS\nYVmxTjmfm35d7Joy5u8C7QGKDAlXVGiEc+2hcEWGRJhrEoU6n0MinHXOLAtXeFAoo4uALoB3JgAA\nAH9gD5LihpiPM9VUSKcOmVPjjDpnEBQgWQPMZ5u9wXHg6XJXnQblVnvzI18Mw7m7WIW5JXxNhVRT\nJlU7nxu+Xl1uBk9nPteUm/WrS6TKYuejyNyZzI/UGdKhukDtqQsyH7XB2lMXpEN1gaprY4pdVW21\njhXk6FhBjlv3igmLMneyaxI8nd7ZLiwoRIH2QAXaAxQcEOg6DrIH8ku3U52jTlW1NaqqqVJVTXWj\n4+raGlXWVKmqtlo1tTWqddSppq5WdXV1qnXUqbau1vnc8Ljpa3V1zvOc59fXK6kscwVEBWXm1DGH\nH48ujAgOU1RohKLDIs3n0AhFhUYoKjRS0Q1ejwqJcAVG9YtZBwd4aFMAAD5FkAQAAODvAkKkhGHm\no7NYLOai2oGh5tQ8T6qpNHc2qyiSKgvNcKk+ZKosOuN159eu+kWdOloqq86uvXXB2lMbpK+co40O\n1AWpUt4JaE6VFelUWZH2Z2d26PwAm12B9kAF2QMU1DBkCghUUJPjQAUFBCjQHiCb1SaLLLJYzIfV\nYpHVYnUdy/m11VVulUWS1WqVpeGxLK46DsOhOodDDsOQw1FnPrtec8jhejZUZ9TJMAzV1ddrUKeu\nvo6jVpXOIKjKGQSZAVF1k8DIF4s8d1UhgcGKCD69K1lESKgzHDodDEWHRSra+bUrLAqLVFRIOKPk\nABAkAQAAwMcCgs1HeHzHzq+tbhAmOdd/Mc5YKcm1LEzj8sqaSh3JO67M3CxlnsxS5smjysw9pkN5\nR3WyskqlRvsWbTpzZzhLgxFKhgyvr09TU1ermrpalVV59bboJJEh4c6QJ8IMgYJPb0sfGRKm8JCw\nRiFRZEi4IkLCnMfmcwBBEICzxP8iAAAA8G92565jHRAsaUivZA0ZPKlJmcPhaBoMncWC14ZhqLyq\nQnklBTpZckp5xQXKKzllHpcU6GSx+ZxXUqC84lM6VVbU4XuhawsLClV0WKRiwiIVHRapXmFRzq+j\nXF+bj9Nl0aERjAYC0CXwPxEAAADQDE+vL2SxWBQWHKqw4FClxPVrs35tXa1OlRY5Q6dTpwMoZ9hU\nHzxVutb6MadyVddUq6rWnPIFk8ViUbA9UEEBQc4pfuZ6UkEBQa71pIIDgmS32RRgs8tus8tutclm\nsyvA5tzJz2qW2Ww22a022W220/XOKAuwmfXtNpsrNOoVFqWYsChFhUYoKKBjwScAdAUESQAAAEAX\nZLfZFR8Vq/iojq1JZRiGqmtrXItJm8fVrnWFqmtPryFUXVvjCp+qa6pd6xcZhiGHYcgwHDIMma/J\nkMNhmM/OOoarvlnH4XzNaHANm3P9JJvVKmuDZ6vVXGvJZrU511NqXKe5cywWi+w2m4LsQQoKMIOg\n+pDIXA+q8bHdajur0WQAgNMIkgAAAIBuyGKxmGFKQKAiQsJ83RwAQDfBfqAAAAAAAABwC0ESAAAA\nAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEA\nAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ES\nAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQ\nJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABw\nC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAA\nALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAA\nAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAA\nAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkA\nAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQ\nBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAt\nBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA\n3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAA\nAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAA\nAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEA\nAAAAAMAtBEkAAAAAAABwC0ESAAAAAAAA3EKQBAAAAAAAALcQJAEAAAAAAMAtBEkAAAAAAABwC0ES\nAAAAAAAA3EKQBAAAAAAAALfYfd0Af1dcXKxPP/1UWVlZCgoK0uDBgzV9+nTZbDZfNw0AAAAAAMCj\nCJI6qLq6Wo8++qieeeYZVVZWNirr06ePnnvuOV133XU+ah0AAAAAAIDnESR1gMPh0E033aR33nlH\nkjRy5EhNnz5dZWVlWrJkiU6cOKHrr79eCxYs0Lx583zcWgAAAAAAAM8gSOqAF154wRUi3X///Xry\nySddZYWFhbriiiu0du1a3X333Zo5c6bS0tJ81VQAAAAAAACPYbHtdqqurtbjjz8uSZowYYLmz5/f\nqDw6Olr/+te/FBgYqJqaGv3617/2RTMBAAAAAAA8jiCpnT777DPl5ORIkn7wgx/IYrE0qZOSkqI5\nc+ZIkhYtWtRkDSUAAAAAAAB/RJDUTp988onr+OKLL26xXn1ZaWmp1q1b1+ntAgAAAAAA6GwESe20\nc+dOSVLv3r3Vp0+fFuuNHj26yTkAAAAAAAD+jMW22ykzM1OSlJyc3Gq9pKQk1/GhQ4fadY+CgoIW\ny06dOuU6LiwsbNd1AQAAAABAz9IwO3A4HGd9PYKkdiouLpYkRUZGtlqvYXlJSUm77hETE+NWvYED\nB7brugAAAAAAoOcqLi5WbGzsWV2DqW3tVFFRIUkKCgpqtV7D8vpzAAAAAAAA/BkjktopODhYxcXF\nqq6ubrVeVVVVo3Pao+H0tTPl5eVpyJAhkqQDBw64PXoJgHsKCwtdo/0OHjyo6Oho3zYI6GboY0Dn\noo8BnYs+Bn/kcDhcs6vaWqbHHQRJ7RQZGanc3Nw2p6uVlpa6jiMiItp1j169erlVLyYmxu26ANov\nOjqaPgZ0IvoY0LnoY0Dnoo/Bn5ztdLaGmNrWTikpKZKko0ePtlqvYXlqampnNgkAAAAAAMArCJLa\nafjw4ZKk3Nxc5ebmtlhv586dTc4BAAAAAADwZwRJ7XTRRRe5jj/99NMW6y1btkySFBISoilTpnR6\nuwAAAAAAADobQVI7XXzxxa4Frp9//vlm65w4cUKLFi2SJM2ePVuhoaFeax8AAAAAAEBnIUhqp+Dg\nYD344IOSpNWrV2v+/PmNysvLy/Wtb31LlZWVslqt+tWvfuWLZgIAAAAAAHgcu7Z1wI9//GMtXbpU\nn3zyiR566CF98MEHmjlzpsrKyrRw4UIdOXJEkvT000+zPhIAAAAAAOg2LIZhGL5uhD8qLy/Xz372\nM7300ktyOByNyqKiovSHP/xBt99+u49aBwAAAAAA4HkESWfpxIkT+uijj3T06FEFBQVpyJAhuuyy\nyxQSEuLrpgEAAAAAAHgUQRIAAAAAAADcwmLbAAAAAAAAcAtBEgAAAAAAANxCkAQAAAAAAAC3ECQB\nAAAAAADALQRJAAAAAAAAcAtBEgAAAAAAANxCkAQAAAAAAAC32H3dgJ7oiy++0G9/+1vX1w8++KDG\njRvX5nm7d+/WO++8o0OHDsnhcCg1NVVXX321Ro8e7fa9PXENoKtrTx979tlntXr16javOWDAAP3+\n979vsx59DN1JV+wf9DF0J57oY12xnwJd1dGjR7V48WLt3btXBQUF6tOnj4YOHao5c+YoPj6+zfN5\nHwOcDHhVdXW1MXr0aEOS67FkyZJWzykvLzduv/32Ruc0fNx8881GcXFxp18D8Aft7WM33nhji/2i\n4WP06NGt3pc+hu6oK/UP+hi6I0/0sa7UT4Gu6tSpU8a8efMMi8XS7L9vu91uPPLIIy2ez/sY0Bgj\nkrxs/vz52rZtm4KDg1VZWdlmfcMwdPPNN+vdd9+VJF1++eW6+uqrZbVatWTJEi1evFj/+te/lJ+f\nr//973+y2Wydcg3AX7S3j9UbOHCgfve737VYHh0d3WIZfQzdna/7B30M3d3Z9DFPXIM+hu4sNzdX\nF154oXbu3ClJuvTSS3XppZcqMTFRJSUl+vLLL7Vo0SIdOHCg2fN5HwOa4bsMq+fZsWOHERgYaAQF\nBRm//OUv3Rot8cYbb7jq/eIXv2hS/sQTT7jKX3zxxU67BuAPOtLH6j/JHTduXIfvSx9Dd9VV+gd9\nDN2VJ/pYV+mnQFfkcDiM6dOnG5KMsLAw4+OPP262Xm1trZGRkdFsGe9jQFMESV5SW1trjB8/3pBk\nPP74443+M2ntl9yhQ4cakowhQ4YYtbW1TcodDodrGk9ycrLhcDg65RpAV9fRPuaJH8DpY+iuukr/\noI+hu+oqQRJ9DN3VggULXD8P/vvf/+7QNXgfA5pi1zYv+f3vf6/Nmzdr2LBhuu+++9w6Z8eOHdq7\nd68k6dZbb212iKPFYtFtt90myVw8bsOGDR6/BuAPOtLHPIE+BrSM9zGg66OPoTv705/+JEkaPXq0\n5s6d2+7zeR8DmkeQ5AV79uzRY489JovFopdeekmBgYFunbdy5UrX8cyZM1us17BsxYoVHr8G0NV1\ntI95An0MaBnvY0DXRx9Dd7Vjxw7Xukjf+MY3OnQN3seA5rHYdidzOBy67bbbVFlZqbvuuktTp051\n+9xdu3a5js8555wW6w0dOlQWi0WGYWj37t0evwbQlZ1NH2uooKBATz75pPbt26fq6mr17t1b48aN\n0+WXX67Y2NgWz6OPoSfwZf+gj6En6Ggf88Q16GPortavX+86njp1qurq6vTJJ59o6dKlysnJUURE\nhMaMGaOrrrpKffr0afYavI8BzSNI6mR/+tOftG7dOiUmJra6k0Zzjh07JkkKDQ1tdaeNoKAgxcbG\nKi8vT1lZWR6/BtCVnU0fa+jgwYN68MEHm7weGhqqn/70p3rkkUdktzf9L5M+hp7Al/2DPoaeoKN9\nzBPXoI+hu/rqq69cx4GBgZoyZYo2btzYpN5PfvITPfzww3rooYdksVgalfE+BjSPIKkTZWRk6OGH\nH5Yk/fnPf1ZUVFS7zi8pKZEkhYWFtVk3LCxMeXl5Ki0t9fg1gK7qbPtYvdTUVF188cUaNGiQkpKS\nVF5ers2bN+vf//63SkpK9Jvf/EY7d+7UwoULZbU2nhFMH0N35+v+QR9Dd3c2fcwT16CPobsqKCiQ\nZK4/NHfuXGVkZGjKlCm68cYb1bt3b+3bt08LFizQ8ePH9fDDD6ukpERPPvlko2vwPga0wHfrfHdv\nDofDmDFjhiHJuOKKK5qUu7Oj1NSpUw1JRp8+fdq83+DBgw1JxujRoz1+DaAr8kQfMwzDOHToUIs7\nY2RnZxtTpkxxXecvf/lLkzr0MXRnXaF/0MfQnZ1tH/PENehj6K7qdzSsf/zgBz9oUic/P98YNWqU\nIcmwWCzGl19+2aic9zGgeSy23Umef/55rVixQmFhYXr++ec7dI3Q0FBJUlVVVZt1KyoqJDVNuj1x\nDaAr8kQfk8xPcc8cxlwvISFB7733nnr16iVJ+sMf/tCkDn0M3VlX6B/0MXRnZ9vHPHEN+hi6q/p/\n25LUr18//fGPf2xSJyYmRi+88IIkyTAMLViwoNlr8D4GNEaQ1AmOHTumBx54QJL0+OOPq3///h26\nTv00neLiYjkcjlbrFhUVSZIiIyM9fg2gq/FUH3NHbGysbrzxRknSoUOHdOTIkUbl9DH0ZN7oH/Qx\n9GRt9TFPXIM+hu6q4ZIHs2fPVkBAQLP1pkyZooSEBEnSunXrmr0G72NAY6yR1An279+v0tJSWSwW\nrVy5UmvWrGlSp+Gb+JNPPqlXX31VkvT3v//dtQjboEGDJEm1tbU6fvy4kpKSmr1fQUGBa+5tWlpa\nozJPXAPoajzVx9w1dOhQ1/GJEycaBVf0MfR0nd0/6GPo6VrrY564Bn0M3dXgwYNdx231m/79+ysn\nJ0c5OTmNXud9DGgeQVInMgxD7777bpv1Gv4S/Je//MV1PGrUKNfxF1980eJ/Olu3bnUdjxw5slGZ\nJ64BdFVn28fc1XAocmBgYKMy+hh6us7uH/Qx9HSt9TFPXIM+hu5q9OjRruPq6upW69aXBwUFNXqd\n9zGgeQRJnWD48OH673//22qdVatW6c9//rMk6YEHHtC4ceMkyTWHXZIuueQS2Ww21dXV6YMPPtDs\n2bObvdaHH37oOv7a177WqMwT1wC6Gk/1MXetXr1akmSz2TRgwIBGZfQx9HSd3T/oY+jpWutjnrgG\nfQzd1aRJkxQbG6v8/Hxt3769xXpVVVXat2+fpNOjh+rxPga0wMeLffdY7u4odeWVVxqSjIiICOP4\n8eNNyvPy8oyYmBhDkjFr1qxOuwbgb9ztY21ZuXKlYbFYDEnGzJkzm61DH0NP5a3+QR9DT+VOH/PE\nNehj6K7uueceQ5IRFBRkZGZmNlvnhRdecP3M+Kc//alJOe9jQFMEST7i7i+527ZtM+x2uyHJmDx5\nspGTk+Mqy8vLM2bNmmVIMqxWq7Fu3bpOuwbgb9zpY//73/+M1157zcjLy2tSVltba7z22mtGVFSU\nIcmw2WzGmjVrmr0OfQzdUVfqH/QxdEee6GNdqZ8CXdHJkyeNXr16GZKM0aNHGxkZGY3KFy9ebISF\nhRmSjOTkZKOsrKzJNXgfA5oiSPKR9oyWWLBggatuSEiIceGFFxoXXXSR6z89Scazzz7b6dcA/Ik7\nfezxxx93/XCdmppqnHfeecacOXOMCy+80IiNjXWdHxgYaLz22mut3o8+hu6mq/UP+hi6G0/0sa7W\nT4GuaPny5UZwcLAhybDb7caUKVOMOXPmGOnp6a5/27GxscaWLVtavAbvY0BjBEk+0t5pNx9//LEx\ncuRI1zn1j/T0dOO9995z656euAbgL9zpY1u3bjVuv/12IykpqUm/qH+Tnzt3rrFjxw637kkfQ3fS\nFfsHfQzdiSf6WFfsp0BXtHv3buOSSy4xrFZro3/bAQEBxty5c1uc9tYQ72PAaRbDMAzB644cOaKN\nGzdKks4//3wlJia6dd6BAwd08OBBGYah1NTURtu5ussT1wC6uvb2sWPHjunYsWPKyclRQECAEhMT\nNXz4cAUEBLT73vQxdDddrX/Qx9DdeKKPdbV+CnRFubm52rNnjwoLCxUTE6MxY8YoPDy8XdfgfQyQ\nCJIAAAAAAADgFquvGwAAAAAAAAD/QJAEAAAAAAAAtxAkAQAAAAAAwC0ESQAAAAAAAHALQRIAAAAA\nAADcQpAEAAAAAAAAtxAkAQAAAAAAwC0ESQAAAAAAAHALQRIAAAAAAADcQpAEAAAAAAAAtxAkAQAA\nAAAAwC0ESQAAAAAAAHALQRIAAAAAAADcQpAEAAAAAAAAtxAkAQAAAAAAwC0ESQAAAG566623NG/e\nPD300EO+bkqX8tJLL2nevHmaP3++1+5ZWVmpu+++W3fccYcKCgq8dt/O8Jvf/Ebz5s3Tli1bfN0U\nAADaRJAEAEAPtWzZMs2bN0/z5s3Tnj17Wq37j3/8w1V38eLFrdZdu3atq253+8V43bp1evnll/Wf\n//zH103pUj777DO9/PLLbf7b8KRnnnlGL7zwgnJyctSrVy+v3bczJCYm6uWXX9YPfvADXzcFAIA2\n2X3dAAAA4BuBgYF6+eWXJUlDhw5Venp6i3WfeeYZ7dixQ5J04sQJXXXVVS3WffPNN13X/cUvfuHB\nFsObXnvtNa1atUr9+vXTY4895uvmNJKbm6v58+fLYrF0ubZ1xK233qr58+dr/fr1evPNNzV37lxf\nNwkAgBYxIgkAgB5q0qRJCg4OliStXLmyxXqnTp3Szp07XV+vWbNGDoejxfr110pOTtaAAQM81Fp4\n26pVq/Tyyy9r4cKFvm5KE48//rhKSkp0+eWX69xzz/V1c86a3W7XfffdJ0l68MEHVVdX5+MWAQDQ\nMoIkAAB6qKCgIE2aNEmStHr16hbDoVWrVskwDKWlpSkuLk5FRUX68ssvm61bWFjoGrk0Y8aMTmk3\neraSkhK9+uqrkqTvfOc7vm2MB82dO1dBQUHKzMzUkiVLfN0cAABaRJAEAEAPNnPmTElmALR9+/Zm\n66xYsUKSGQydf/75jV4706pVq1yBVP21AU964403VFpaqujoaF155ZW+bo7HREVFafbs2ZKkF154\nwcetAQCgZayRBABAD9Zw1NDKlSs1ZsyYJnXqQ6Pp06crPz9fixYt0ooVK/STn/ykSd2GU+SaG5H0\n1Vdfae3atTp27JhycnIUGhqqtLQ0XXLJJS1Ogzt8+LAef/xxSdJtt92mKVOmtPo91a/tExoaqj/9\n6U+yWCxN6hQVFWnp0qX68ssvderUKUVERGjEiBG6/PLLFRsb2+r13dXRe7z00kvauHGjBg0apAcf\nfFCS+ee2ePFiZWVlKTo6WtOnT9fFF1/c7PfWkMPh0KeffqqVK1eqoKBA/fr105VXXqmRI0dKkn75\ny1/qxIkTuuCCC3TzzTdLMkenvfrqq1q9erUk6fjx45o3b16j67qzblJH29yW+vW3rrrqKgUFBbVY\nzxN/js1d44svvtAHH3yg7Oxs9e/fX9dcc43S0tIanVdVVaW3335bO3fuVHl5uUaOHKkbbrhBkZGR\nrX5vN954o95++20tXbpUR44cUf/+/d3+cwEAwGsMAADQY5WXlxuBgYGGJOPaa69tUl5UVGTYbDZD\nknHo0CFj06ZNhiQjJibGcDgcTepPmDDBkGT07du30euffPKJkZqaakhq9mGz2Yw77rjDqKioaHLN\nuro6o1+/foYk4/rrr2/1+6mrqzP69u1rSDLmzp3bpNzhcBi//e1vjYiIiGbbERYWZjz55JMtXv+e\ne+4xJBmDBg1qsc7Z3uPGG280JBmTJk0yamtrjR/+8IeGxWJpcp0ZM2YYhYWFLV4nIyPDGD9+fLNt\nuP32242amhpj6NChhiTj+9//vuu8BQsWtPj3VP8YPnx4p7S5Lfn5+a7r/u1vf2u1rifa1PAaVVVV\nxre+9a0m5wcEBBjPPfec65y1a9caffr0aVKvb9++xvbt21tt8/Hjx131X3nllfb/AQEA4AWMSAIA\noAcLCQnRxIkTtXr1aq1atapJ+erVq1VXV6ekpCSlpqYqOTlZ4eHhrgW460e2SFJpaam++OILSU1H\nI2VkZOjw4cOaPHmyzj33XPXt21dRUVHKzMzUxx9/rJ07d2rBggXKz89vsriz1WrVLbfcot/97nda\nsmSJCgsLFR0d3ez3s3TpUh0/flyS9O1vf7tRmWEYuummm/TWW29JksaPH6/LL79ciYmJys/P1+LF\ni7V582Y98MADysvL0+9///v2/WF2wj1+8pOf6Pnnn9fXv/51TZ48WZK0ZMkSffbZZ1qxYoVuvfVW\nLVq0qMl5eXl5mjlzpo4ePSpJmjNnjmbOnCmLxaJVq1bplVdeUWhoaLP3nDZtmhYsWKDXXntNq1ev\nVt++fZuMPoqJifF4m92xcuVKGYYhSTrvvPPcPs8Tbbr77rv15ptv6tZbb9XYsWNVUlKi119/XXv3\n7tWPfvQjnXPOOerdu7cuuugiJSUlad68eUpMTNT27dv1yiuv6Pjx47r66qu1a9cu1yL3Z+rTp4/6\n9++vI0eOaPny5d1qDSgAQDfi4yALAAD42C9+8QvXKIhdu3Y1KrvvvvsMScbNN9/seu3iiy82JDUa\nhWEYhvHRRx+5rvPiiy82Kjt48KBx7NixZu9fV1dnzJ8/33XusmXLmtTZvXt3i9du6OabbzYkGX36\n9DFqa2sblf3xj380JBlWq7XFazT8s1izZk2T8rZGJHniHvWjYCIiIozIyMhm69xxxx2ua+zYsaNJ\nef3IGZvNZixcuLBJ+ZIlS4zAwEAjNDS0yYikerfffnuzo4+a44k2u+P+++83JBl2u73J329ntKnh\nNaKjo40tW7Y0Ki8tLTXS09MNScb06dON8ePHG9dff71RXV3dqN6bb77pus9rr73WaruvuuoqQ5Ix\nePDgVusBAOArLLYNAEAP13BR7IZrHDX8evr06a7Xpk2b1mrdM68pSQMGDFDfvn2bvb/VatUDDzzg\nWsj7jTfeaFLnnHPO0fjx41ssl8zdvN59911J0je+8Q3ZbDZXWUVFhZ544glJ0g9+8APdddddzV7j\nN7/5jSZMmCBJeu6555qt0xJP36OkpES//e1vm10T6je/+Y3r+/vggw8aleXk5Ojf//63JOmOO+7Q\ntdde2+T8K6+8UnfffbfKy8vd+M7c19E2u+vEiROSpF69ejX6++3sNpWUlGj+/PkaO3Zso9fDwsL0\n4x//WJL57//w4cN65ZVXFBAQ0KjejTfe6FpH6aOPPmq1vXFxcZJOf68AAHQ1BEkAAPRwU6ZMcf3i\n23A3trKyMm3ZskWSe0FS/bkJCQkaOnRou9tx0UUXSZI2bdrUbHn9VLU1a9YoIyOjSfnbb7/tCka+\n9a1vNSr77LPPlJeXJ0ktBjz16oOX5cuXu9/4TriH3W7Xrbfe2mxZfHy80tPTJZkLSDe0bNky1dTU\nSFKTRbIbuvPOO1ttY0d0tM3uOnnypCS1a0F0T7QpICBA3/zmN5stmzRpkuv461//uiIiIpqtN3Hi\nxDbvI53+3kpLS1VZWdlqXQAAfIE1kgAA6OFCQ0M1fvx4rVu3rlE4tHbtWtXU1CguLk7nnHOO6/VJ\nkyYpMDBQOTk52rNnj9LT01VZWekKgJrbra1ebm6uPv30U3311VcqKChQZWWla82bXbt2SWp5JMZN\nN92kn/70p6qpqdEbb7yhRx99tFH566+/LkkaM2ZMo7WbJGnjxo2u42effVZWq/lZWv29Gz7v27dP\nkpSdna3a2lrZ7e79uOTpe6SlpSk8PLzF+yUkJGjXrl0qLCxs9PqOHTskmeHH6NGjWzw/PT1dERER\nKikpceO7c09H2+yu0tJSSeZIIG+2KS0trcV79u7d23Xc2p93/Uijtr73hvcpKSlpcT0lAAB8hSAJ\nAABoxowZWrdunY4fP64DBw4oLS3NFSrVj0CqFxISonHjxrmCp/T0dK1bt07V1dWua52prKxM99xz\nj1599VXV1dW12paWgo3Y2FhdccUVevfdd5sESUeOHHGNiDpzkW3JDLDqLViwoNX7n9nuqKgot+p6\n+h5t3bd+FFn96KN6BQUFkszpX62FYBaLRb179/ZokNTRNrurfpHv9gRRnmhTZGRki2UN/4zdqdfW\n917/vVksFvXq1avVugAA+AJBEgAA0IwZM/Tkk09KMqespaWluYKZhtPa6k2bNk3r1q3TihUrdOed\ndzYaydRckHTdddfp448/liSNGDFCM2bMUEpKisLDw12/yC9btkxvvfWWa+ROc7797W/r3Xff1cGD\nB7VmzRpNnTpVkrlukmEYstvtuvnmm5ucZ7FYJEnBwcHtWvsoJCTE7breuIc76kdCtRXYuVunK6kf\n1XPq1Ckft6Tz5OfnS5Kio6PdHg0HAIA38e4EAAB0/vnny263q7a2VitWrNDNN9/smqrVUpD01FNP\nucKm+ue4uDgNGzasUd21a9e6QqQnnnhCDz74YLNtOH78eJvtvOKKKxQbG6v8/Hy9/vrrjYIkSbrs\nsssUHx/f5LzExERJUmVlpa699tpWt6/vKG/cwx31339BQYEqKipaDKpqa2uVk5PjzaadtZSUFElS\nUVGRKisru+W0r+zsbEmnv1cAALoaFtsGAAAKDw937Ui1cuVKbdiwQVVVVYqKimp23ZepU6fKYrHo\n2LFj2rNnj9avXy/JDJ3qR+bUq187KSAgQD//+c9bbMOGDRvabGdAQIBuuukmSdJ//vMfVVVVacOG\nDdq7d6+kpotsN2xvvffff7/N+3SEN+7hjvq/R4fDobVr17ZYb+PGjaqqqmqxvH5kU1dSP83S4XBo\n69atPm5N59i8ebOkplNKAQDoKrreTwgAAMAn6qekZWZmukb4TJ06tdlAoVevXhoxYoQk6emnn1ZF\nRUWjazTkcDgkmSNgWtpufuvWrW1ui16vfg2kwsJCLVmyxLXIdnR0tObMmdPi9zZw4EBJ0q9//WsV\nFxe7da/28MY93HHRRRe51up59tlnW6z3zDPPtHqd+gWqffV9NOe8885zjUJyJ3j0N/v27XNNbWtt\n0XoAAHyJIAkAAEhq/ItrfTjT3LS2evUjJurrnnmNevUjZAzD0M9//nPXotz1Vq9erdmzZ7s9lWf8\n+PGu6XN///vf9dZbb0mSbrzxRgUFBTV7jt1u1zPPPCOLxaKMjAxdeOGFrt3NzlRSUqJ33nlHy5Yt\nc6s93ryHO8LCwvSjH/1Ikjky6qGHHlJtba2r3OFw6LHHHtOHH37o2mq+OYMHD5YkZWVlaf/+/R5v\nZ0cEBQVp1qxZktRoXa7uov57CgoK0gUXXODj1gAA0DyCJAAAIMlcJ8lms0k6vbNUa0FSfVl93ZiY\nGI0cObJJvRkzZmjmzJmSzOBnwIABuuaaa3TLLbdo7NixmjZtmgYPHqzvf//7bre1fgrbxx9/7BrB\n0dK0tnpz5szRc889J5vNps2bN2vUqFEaM2aMbrrpJt1yyy265JJLNGrUKMXGxuq6667T6tWr3W6P\nN+/hjocffljnn3++JGn+/PkaMGCA5s6dq7lz52rgwIF69NFH9fvf/961dX1zo87mzJmjwMBAGYah\nSZMm6frrr9e8efM0b948PfLII53SbnfceeedkqQPP/zQtUNdd/Gvf/1LknTDDTewYxsAoMsiSAIA\nAJLMbdLHjBnj+jo0NFTjx49vsf6Za7g0tz5SvUWLFunGG2+UxWLR8ePH9e677+qf//yndu/erbvu\nuksfffSRK8Ryxy233NIo/EhLS9OUKVPaPO/73/++Vq9erUsvvVRWq1Xbtm3Tm2++qX/+859aunSp\nduzYobCwMF133XW6+OKL3W6Pt+/RlqCgIH344Ye66667ZLfblZWVpbfeektvvfWWSktL9dJLL+l7\n3/uea42k+mlsDfXr10+vv/66YmJiVFBQoIULF+rll1/Wyy+/rIULF3ZKu90xe/ZsJSUlqaqqyjUa\nrTs4evSoa9H67373uz5uDQAALbMYre2xCwAAepSVK1dq3759kqTY2Fhdc801rdZ/4403XGHEueee\nq3HjxrVa/9ixY9q4caNKSkqUkJCg8ePHu6ZX7dq1S+vWrZPVatVtt93WZlsXLlzoGpGSnp7uGoHj\nrsLCQm3evFm5ubmyWCxKSEhQYmKihg4d2mKotX79eu3cuVNRUVH6+te/3in3+Pzzz5WRkaH4+PgW\n13ySzNFYR48eVf/+/XXJJZe0WC8/P19r165VUVGR+vbtq8mTJyskJEQOh0MREREqLy/XH/7wB/30\npz9t9vzq6mpt3rxZhw8fVnl5uQzDUExMjK699tpOa3Nbfv/73+u+++7TuHHjXItTn8kTbXLnGhUV\nFfrnP/8pSbrgggtc62SdaePGjdq+fbvCwsJcC8Y39Otf/1qPPPKIJk2a5Fq8HgCAroggCQAAoAfa\nvHmzJkyYIElatmyZLrzwQh+3yH2VlZVKT0/X4cOH9d5772n27Nm+btJZKSoq0oABA1RQUKA1a9a4\nNboOAABfYWobAABAD/T0009LMqc0+ltwERwcrCeffFKS9Mgjj8jfPxd95plnVFBQoBtvvNHv/i4A\nAD2P3dcNAAAAgOf93//9ny655BLFx8c3er28vFy/+tWvXOsLffe731VISIgvmnhW5s6dq+rqalVX\nV6uoqEjR0dG+blKHDR8+XAsWLNDll1/u66YAANAmprYBAAB0Q+np6dq/f7+GDx+u5ORk9e7dWydP\nnnStlyRJkyZN0ueff+6XQRIAAPANgiQAAIBu6IknntBzzz2n7OzsJmVhYWH63ve+p8cee0yhoaE+\naB0AAPBXBEkAAADdlGEY2rt3r7KyspSdna2AgAAlJSVpwoQJCgwM9HXzAACAHyJIAgAAAAAAgFvY\ntQ0AAAAAAABuIUgCAAAAAACAWwiSAAAAAAAA4BaCJAAAAAAAALiFIAkAAAAAAABuIUgCAAAAAACA\nWwiSAAAAAAAA4BaCJAAAAAAAALiFIAkAAAAAAABuIUgCAAAAAACAWwiSAAAAAAAA4BaCJAAAAAAA\nALiFIAkAAAAAAABuIUgCAAAAAACAWwiSAAAAAAAA4BaCJAAAAAAAALiFIAkAAAAAAABuIUgCAAAA\nAACAW/4f5M8MlsrWUiwAAAAASUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "amp_te = batch_results[\"TE\"][\"mode\"].amps.sel(mode_index=0, direction=\"+\")\n",
        "T_te = np.abs(amp_te) ** 2\n",
        "\n",
        "amp_tm = batch_results[\"TM\"][\"mode\"].amps.sel(mode_index=0, direction=\"+\")\n",
        "T_tm = np.abs(amp_tm) ** 2\n",
        "\n",
        "plt.plot(ldas * 1e3, -10 * np.log10(T_te), label=\"TE\")\n",
        "plt.plot(ldas * 1e3, -10 * np.log10(T_tm), label=\"TM\")\n",
        "plt.xlabel(\"Wavelength (nm)\")\n",
        "plt.ylabel(\"Coupling loss (dB)\")\n",
        "plt.ylim(0, 10)\n",
        "plt.xlim(np.min(ldas * 1e3), np.max(ldas * 1e3))\n",
        "plt.legend()\n",
        "plt.show()"
      ],
      "id": "2e6fc679"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Lastly, we can plot the field norm distribution to visualize the\n",
        "coupling process."
      ],
      "id": "13a11244-f667-4e76-8df5-89735816713b"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAABeMAAAFsCAYAAABPSKK3AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90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\nxyPwXds0AAAAAElFTkSuQmCC\n"
          }
        }
      ],
      "source": [
        "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(8, 2), tight_layout=True)\n",
        "batch_results[\"TE\"].plot_field(\n",
        "    field_monitor_name=\"field\", field_name=\"E\", val=\"abs\", ax=ax1, vmin=0, vmax=60\n",
        ")\n",
        "ax1.set_aspect(\"auto\")\n",
        "ax1.set_title(\"TE\")\n",
        "\n",
        "batch_results[\"TM\"].plot_field(\n",
        "    field_monitor_name=\"field\", field_name=\"E\", val=\"abs\", ax=ax2, vmin=0, vmax=60\n",
        ")\n",
        "ax2.set_aspect(\"auto\")\n",
        "ax2.set_title(\"TM\")\n",
        "plt.show()"
      ],
      "id": "eee1cd0c"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}