{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a486ca71",
   "metadata": {},
   "source": [
    "# Visualizing geometries in Tidy3D\n",
    "\n",
    "This notebook provides a tutorial for plotting `Tidy3D` components **before** running them to get a sense of the geometry.\n",
    "\n",
    "We also provide a comprehensive list of other tutorials such as [how to define boundary conditions](https://www.flexcompute.com/tidy3d/examples/notebooks/BoundaryConditions/), [how to defining spatially-varying sources](https://www.flexcompute.com/tidy3d/examples/notebooks/CustomFieldSource/) and [structures](https://www.flexcompute.com/tidy3d/examples/notebooks/CustomMediumTutorial/), [how to model dispersive materials](https://www.flexcompute.com/tidy3d/examples/notebooks/Dispersion/), and [how to create FDTD animations](https://www.flexcompute.com/tidy3d/examples/notebooks/AnimationTutorial/)."
   ]
  },
  {
   "cell_type": "code",
   "id": "708d098a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:34.508264Z",
     "iopub.status.busy": "2025-05-15T10:32:34.508162Z",
     "iopub.status.idle": "2025-05-15T10:32:36.227187Z",
     "shell.execute_reply": "2025-05-15T10:32:36.226776Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:51.368373Z",
     "start_time": "2026-01-29T08:45:49.229700Z"
    }
   },
   "source": [
    "import matplotlib.pylab as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "\n",
    "# set logging level to ERROR because we'll only create simulations for demonstration, we're not running them.\n",
    "td.config.logging.level = \"ERROR\""
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "cell_type": "markdown",
   "id": "23d3dc07",
   "metadata": {},
   "source": [
    "## Simple, 2D plotting\n",
    "\n",
    "### Geometries\n",
    "\n",
    "All [Geometry](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/index.html#geometry) objects, such as [Box](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Box.html), [Sphere](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Sphere.html), [Cylinder](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Cylinder.html), and [PolySlab](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PolySlab.html), have a `.plot()` method that plots their geometries on a plane specified by coordinate=position syntax (eg. `z=5.0`)."
   ]
  },
  {
   "cell_type": "code",
   "id": "6160eaef",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:36.229186Z",
     "iopub.status.busy": "2025-05-15T10:32:36.228896Z",
     "iopub.status.idle": "2025-05-15T10:32:36.332159Z",
     "shell.execute_reply": "2025-05-15T10:32:36.331824Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:51.438235Z",
     "start_time": "2026-01-29T08:45:51.371751Z"
    }
   },
   "source": [
    "cylinder = td.Cylinder(center=(0, 0, 0), radius=1, length=2, axis=0)\n",
    "ax = cylinder.plot(x=0)\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 2
  },
  {
   "cell_type": "markdown",
   "id": "56c2df1d",
   "metadata": {},
   "source": [
    "### Structures\n",
    "\n",
    "[Structure](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Structure.html) objects, which combine a [Geometry](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/index.html#geometry) with a [Medium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/index.html#mediums), work the same way."
   ]
  },
  {
   "cell_type": "code",
   "id": "a2677805",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:36.336090Z",
     "iopub.status.busy": "2025-05-15T10:32:36.335924Z",
     "iopub.status.idle": "2025-05-15T10:32:36.425044Z",
     "shell.execute_reply": "2025-05-15T10:32:36.424620Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:51.508426Z",
     "start_time": "2026-01-29T08:45:51.441227Z"
    }
   },
   "source": [
    "box = td.Structure(\n",
    "    geometry=td.Box(center=(0.0, 0.0, 0), size=(4, 2.0, 0.5)),\n",
    "    medium=td.Medium(permittivity=2.0),\n",
    ")\n",
    "\n",
    "ax = box.plot(x=0)"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 3
  },
  {
   "cell_type": "markdown",
   "id": "f33ac8f9",
   "metadata": {},
   "source": [
    "We can supply `ax` argument to the plot function to plot on a specific Matplotlib [Axes](https://matplotlib.org/stable/api/axes_api/index.html), for example"
   ]
  },
  {
   "cell_type": "code",
   "id": "c5e00e05",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:36.427829Z",
     "iopub.status.busy": "2025-05-15T10:32:36.427712Z",
     "iopub.status.idle": "2025-05-15T10:32:36.680818Z",
     "shell.execute_reply": "2025-05-15T10:32:36.680185Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:51.677685Z",
     "start_time": "2026-01-29T08:45:51.515085Z"
    }
   },
   "source": [
    "# make 3 columns of axes\n",
    "f, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(10, 3))\n",
    "\n",
    "# plot each axis of the plot on each subplot\n",
    "ax1 = box.plot(x=0, ax=ax1)\n",
    "ax2 = box.plot(y=0, ax=ax2)\n",
    "ax3 = box.plot(z=0, ax=ax3)"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x300 with 3 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 4
  },
  {
   "cell_type": "markdown",
   "id": "15ac6190",
   "metadata": {},
   "source": [
    "The `.plot()` method returns either a new axis (if ax not supplied) or the original axis, so you can add more objects to the plot, or edit it through the `ax` handle."
   ]
  },
  {
   "cell_type": "code",
   "id": "d0b13ae1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:36.688881Z",
     "iopub.status.busy": "2025-05-15T10:32:36.688683Z",
     "iopub.status.idle": "2025-05-15T10:32:36.782229Z",
     "shell.execute_reply": "2025-05-15T10:32:36.781924Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:51.732757Z",
     "start_time": "2026-01-29T08:45:51.680909Z"
    }
   },
   "source": [
    "sphere = td.Structure(\n",
    "    geometry=td.Sphere(center=(0, 0, 0), radius=2), medium=td.Medium(permittivity=3)\n",
    ")\n",
    "\n",
    "ax = sphere.plot(x=0)\n",
    "\n",
    "ax.set_xlim(-3, 3)\n",
    "ax.set_ylim(-3, 3)\n",
    "ax.set_title('my custom title: \"just a sphere\"')\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 5
  },
  {
   "cell_type": "markdown",
   "id": "6de0ed5b",
   "metadata": {},
   "source": [
    "Finally, since the geometry plotting us done using matplotlib Patches, you can supply optional keyword arguments to `.plot()` to change the display of the plot.\n",
    "\n",
    "See [matplotlib's documentation on Patches](https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html) for more information on arguments are accepted."
   ]
  },
  {
   "cell_type": "code",
   "id": "0beb1c67",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:36.787496Z",
     "iopub.status.busy": "2025-05-15T10:32:36.787373Z",
     "iopub.status.idle": "2025-05-15T10:32:36.888737Z",
     "shell.execute_reply": "2025-05-15T10:32:36.888138Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:51.812648Z",
     "start_time": "2026-01-29T08:45:51.740660Z"
    }
   },
   "source": [
    "box1 = td.Box(center=(1.0, 0.0, 1), size=(0.5, 0.5, 0.5))\n",
    "box2 = td.Box(center=(-1.0, 0.0, 1), size=(0.5, 0.5, 0.5))\n",
    "box3 = td.Box(center=(0, 0.0, 0.0), size=(0.2, 0.2, 0.2))\n",
    "box4 = td.Box(center=(0.0, 0.0, -0.8), size=(3, 0.5, 0.5))\n",
    "\n",
    "ax = box1.plot(y=0, facecolor=\"crimson\", edgecolor=\"black\", alpha=1)\n",
    "ax = box2.plot(y=0, ax=ax, facecolor=\"blueviolet\", edgecolor=\"black\", alpha=1)\n",
    "ax = box3.plot(y=0, ax=ax, facecolor=\"black\", edgecolor=\"black\", alpha=1)\n",
    "ax = box4.plot(y=0, ax=ax, facecolor=\"green\", edgecolor=\"black\", alpha=1)\n",
    "ax = sphere.plot(y=0, ax=ax, facecolor=\"sandybrown\", edgecolor=\"black\", alpha=0.5, hatch=\"/\")"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 6
  },
  {
   "cell_type": "markdown",
   "id": "960a89c0",
   "metadata": {},
   "source": [
    "### Simulations\n",
    "\n",
    "We can plot all components contained in [Simulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html) with the `Simulation.plot()` method.\n",
    "\n",
    "Let's create a simulation with a source, monitor, and a bunch of randomly placed spheres made of 3 distinct [Medium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Medium.html) objects."
   ]
  },
  {
   "cell_type": "code",
   "id": "1f68c17d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:36.891436Z",
     "iopub.status.busy": "2025-05-15T10:32:36.891323Z",
     "iopub.status.idle": "2025-05-15T10:32:36.912650Z",
     "shell.execute_reply": "2025-05-15T10:32:36.912207Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:51.833879Z",
     "start_time": "2026-01-29T08:45:51.815603Z"
    }
   },
   "source": [
    "from numpy.random import random\n",
    "\n",
    "L = 5  # length of simulation on all sides\n",
    "\n",
    "\n",
    "def rand():\n",
    "    return L * (random() - 0.5)\n",
    "\n",
    "\n",
    "# make random list of structures\n",
    "np.random.seed(0)  # fix a random seed for reproducibility\n",
    "structures = [\n",
    "    td.Structure(\n",
    "        geometry=td.Sphere(center=(rand(), rand(), rand()), radius=1),\n",
    "        medium=td.Medium(permittivity=np.random.choice([2.0, 2.5, 3.0, 3.5, 4.0])),\n",
    "    )\n",
    "    for i in range(20)\n",
    "]\n",
    "\n",
    "source = td.UniformCurrentSource(\n",
    "    center=(0, 0, -L / 3),\n",
    "    size=(L, L / 2, 0),\n",
    "    polarization=\"Ex\",\n",
    "    source_time=td.GaussianPulse(\n",
    "        freq0=100e14,\n",
    "        fwidth=10e14,\n",
    "    ),\n",
    ")\n",
    "\n",
    "monitor = td.FieldMonitor(center=(-L / 4, 0, 0), size=(L / 2, L, 0), freqs=[100e14], name=\"fields\")\n",
    "\n",
    "# make simulation from structures\n",
    "sim = td.Simulation(\n",
    "    size=(L, L, L),\n",
    "    grid_spec=td.GridSpec.auto(wavelength=4),\n",
    "    boundary_spec=td.BoundarySpec(\n",
    "        x=td.Boundary.pml(num_layers=10),\n",
    "        y=td.Boundary.periodic(),\n",
    "        z=td.Boundary.pml(num_layers=10),\n",
    "    ),\n",
    "    structures=structures,\n",
    "    sources=[source],\n",
    "    monitors=[monitor],\n",
    "    run_time=1e-12,\n",
    ")"
   ],
   "outputs": [],
   "execution_count": 7
  },
  {
   "cell_type": "code",
   "id": "f76ded45",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:36.914134Z",
     "iopub.status.busy": "2025-05-15T10:32:36.914024Z",
     "iopub.status.idle": "2025-05-15T10:32:37.091956Z",
     "shell.execute_reply": "2025-05-15T10:32:37.091684Z"
    },
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:52.026320Z",
     "start_time": "2026-01-29T08:45:51.875276Z"
    }
   },
   "source": [
    "f, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 10))\n",
    "ax1 = sim.plot(x=0, ax=ax1)\n",
    "\n",
    "# put the grid lines on the 2nd one\n",
    "ax2 = sim.plot(x=0, ax=ax2)\n",
    "ax2 = sim.plot_grid(x=0, ax=ax2)"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x1000 with 2 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 8
  },
  {
   "cell_type": "markdown",
   "id": "80a4d875-490b-4941-bc5d-b4377e9fcfab",
   "metadata": {},
   "source": [
    "As of 2.4, `Simulation.plot()` and `Simulation.plot_eps()` have bounding plot options. One can implement a horizontal range of plotting (`hlim`) and/or a vertical range of plotting (`vlim`):"
   ]
  },
  {
   "cell_type": "code",
   "id": "8ea4df06-5fc1-482a-ab24-1ae052b0d772",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:37.093154Z",
     "iopub.status.busy": "2025-05-15T10:32:37.093074Z",
     "iopub.status.idle": "2025-05-15T10:32:37.303657Z",
     "shell.execute_reply": "2025-05-15T10:32:37.303302Z"
    },
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:52.185502Z",
     "start_time": "2026-01-29T08:45:52.030367Z"
    }
   },
   "source": [
    "f, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 10))\n",
    "ax1 = sim.plot(x=0, ax=ax1, vlim=[-2, 2])\n",
    "\n",
    "# put the grid lines on the 2nd one\n",
    "ax2 = sim.plot(x=0, ax=ax2, hlim=[-1, 1], vlim=[-2, 2])\n",
    "ax2 = sim.plot_grid(x=0, ax=ax2, hlim=[-1, 1], vlim=[-2, 2])"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x1000 with 2 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 9
  },
  {
   "cell_type": "markdown",
   "id": "28c03e11",
   "metadata": {},
   "source": [
    "#### Plotting Materials\n",
    "\n",
    "with `sim.plot` we can plot each distinct material, source, monitor, and PML.\n",
    "\n",
    "Note, all structures with same [Medium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Medium.html) show up as the same color."
   ]
  },
  {
   "cell_type": "code",
   "id": "818dc488",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:37.305005Z",
     "iopub.status.busy": "2025-05-15T10:32:37.304921Z",
     "iopub.status.idle": "2025-05-15T10:32:37.453628Z",
     "shell.execute_reply": "2025-05-15T10:32:37.453193Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:52.347630Z",
     "start_time": "2026-01-29T08:45:52.195170Z"
    }
   },
   "source": [
    "f, axes = plt.subplots(1, 3, tight_layout=True, figsize=(10, 3))\n",
    "for ax, axis in zip(axes, \"xyz\"):\n",
    "    ax = sim.plot(**{axis: 0}, ax=ax)\n",
    "    ax.set_title(f\"axis={axis}, position=0.0\")\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x300 with 3 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 10
  },
  {
   "cell_type": "markdown",
   "id": "450744bb",
   "metadata": {},
   "source": [
    "We can even get fancy and plot the cross sections at different positions along the 3 axes."
   ]
  },
  {
   "cell_type": "code",
   "id": "2df8f75d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:37.455160Z",
     "iopub.status.busy": "2025-05-15T10:32:37.455077Z",
     "iopub.status.idle": "2025-05-15T10:32:38.091179Z",
     "shell.execute_reply": "2025-05-15T10:32:38.090664Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:53.106349Z",
     "start_time": "2026-01-29T08:45:52.351055Z"
    }
   },
   "source": [
    "npos = 5\n",
    "positions = np.linspace(-L / 3, L / 3, npos)\n",
    "f, axes = plt.subplots(3, npos, tight_layout=True, figsize=(npos * 3, 7))\n",
    "for axes_range, axis in zip(axes, \"xyz\"):\n",
    "    for ax, pos in zip(axes_range, positions):\n",
    "        ax = sim.plot(**{axis: pos}, ax=ax)\n",
    "        ax.set_title(f\"{axis}={pos:.2f}\")\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1500x700 with 15 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 11
  },
  {
   "cell_type": "markdown",
   "id": "90ad3e32",
   "metadata": {},
   "source": [
    "#### Plotting Permittivity\n",
    "\n",
    "With `Simulation.plot_eps` we can plot the continuously varying permittivity distribution on the plane."
   ]
  },
  {
   "cell_type": "code",
   "id": "3fabafe1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:38.092787Z",
     "iopub.status.busy": "2025-05-15T10:32:38.092532Z",
     "iopub.status.idle": "2025-05-15T10:32:38.426620Z",
     "shell.execute_reply": "2025-05-15T10:32:38.426203Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:53.368259Z",
     "start_time": "2026-01-29T08:45:53.117869Z"
    }
   },
   "source": [
    "f, axes = plt.subplots(1, 3, tight_layout=True, figsize=(10, 3))\n",
    "for ax, axis in zip(axes, \"xyz\"):\n",
    "    ax = sim.plot_eps(**{axis: pos}, ax=ax, alpha=0.98)\n",
    "    ax.set_title(f\"{axis}={pos:.2f}\")\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ],
      "image/png": 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u3Yurrroq6n6J2BFr+8bXtoUS2yxii26yV+eR0/zhdDqhUqmCZpkXW3SzYpvdJx0tYgpusvUEQRAdF9kJbraUxpw5czgdH66UBvtfvuU25syZA6PR6H0VFBTwuYygcHGWWMRymrg6ryxiObFcnFcWuYjuaPZwE4Qc7Bsf28ZFbLOIJbrJXp1HbvNHampqWDsoluj2FdtCZUQXag83QRAEQfgiqxmELaWxZMmSmJfSmDVrFkwmk/dVXl4edZt8nCUWoZ0mvs4ri9BOLB/nlUUOolvsJeVE/CIX+8bVtvER2yxCi26yV+eR4/zBtYyc0KJbDLENSLuknCAIgug4yEpwi1FKg/0v33IbWq3WW2+TfWk0moidpkicJRahnKZInVcWoZzYSJxXlliLbnLAiEiRi30LZNtaE4nYZhFKdJO9Ok88zB9CiW6xxDZAgpsgCIIQB1kJbjFKaRQWFiInJ8fvGLPZjK1bt/Iut6FQKGA2m3k7TdE4S759R+M0ResssUTrxEbjvLLEUnSTA0ZEitztG0s0YpslWtFN9uo88TR/RCu6xRTbAAlugiAIQhyizzIiIGwpDV8CldLo1KmTdw/kgw8+iNGjR+OVV17B1VdfjWXLlmH79u145513AMBb53b27Nno0aMHCgsL8cQTTyAvLw8TJkzgNT6bzQaXy4Xa2lrOjo8QzhIL6zTV1taipqaGs+MjlLPEwjqebLIlro6oEM4rC+vE1tTU8Po+okWhUHgdL4/HI3p/RPwgd/sGCCO2WVjRbbPZvAKPS2Irslfnicf5gxXK7EMYrsJZbLEN+Nv31pC9JwiCICJFVhFuLkRSSuORRx7BAw88gD//+c8YNmwYLBYL1qxZw3sfpcfjgdFo5BypENJZYuEbqRDaWWLhGzkS0nll4Rs5EiKJE0U8CDGJpX1zu92CiW0WvpFuslfnief5g2+kWwqxDVCEmyAIghAHxkOPbTlhNpvxyCOPYNiwYVCpVGEdITGcJV+4OEJiOUu+cHFMxXBefeHyt7bb7Th79iweffRRmEymgPtWQ2E2m2E0GpGSkuIX4W5oaIioPYKQC2azGS+99BLUarVXIIthr2w2m1/NZrfbDbfbjdzcXG9+DLJX3I+JBqHmD7vdjjNnzkScxZuLkOYqth0OBx577DHB7HtryN4TBEEQkdLuItxyIFykQmxnCQgfqZDCeQXCR47Edl4B7t9HsFqxfKCIBxGPsDZKDLHNth8q0k326jwdaf4IF+mWKrLNQhFugiAIQgxIcEdIMKdJCmeJJZjTJJWzxBLMiZXCeWXh8n0IEZVgGMYbzSEHjIgn2Ai3WLQW3WxWdrJXHXv+CCa6pRbbgL99b/0ie08QBEFECgnuKGjtNNlsNsmcJZbWTpPNZpPUWWJp7cRK6byySPF9UMSDiEdcLpckv+dAoruhoYHsVQefP1qL7liIbYAi3ARBEIQ4kOCOEtZpYiMTKpVKMmeJhXWa2L3ldrtdUmeJxdeJldp5ZRH7+yAHjCCiw1d0u1wuycUdS0ewV1yQy/zhK7pjIbYBEtwEQRCEOMiqLBhByJ1IkwMRBEEQ8obsO0EQBCEGNLNECRuZYCMVTqeTU8kXIWH33DmdTm9kgkvJF6HxXZbJpwSPkIj9fVDEgyCiwzdjuVKp5FyiSmg6gr3iglzmD99l5HxKhgkJRbgJgiAIMSDBHQWtE9xotVpedVaFoHWCG61Wy6vOqlC03gPJt+6tEEjxfZADRsQjSqUSUlSIbF0eTKlUIiUlhexVB58/Wu/Z5lunWyhIcBMEQRBiQII7QoJlkw1X8kVIgmWTDVfyRWiCJRyS0onl8n2Yzeao+yEHjIhXHA6H6PaqtdgGyF519PkjWIK0WIhuEtwEIX+2bduG//3f/8WQIUOgVqsjujftdjteeOEFFBUVQafTITs7G1dffTVOnTrlPebOO+8MaQ9Onz4t5GURcQ7t4Y6AcKVbWKeppqYGtbW1oiTBCVe6hXWaamtrUVNTI1oSnHDZfdn3WLErRlIirt/H2bNno+6L9vgR8Yjb7YZSqYTNZhOlFndrsa1SqfzEJNmr83Sk+SNcNnL2PbZuu9hJ1Mi+E4T8+frrr/Huu++iuLgYF1xwAQ4dOsTrfIfDgauvvhqbN2/Gfffdh+LiYtTX12Pr1q0wmUzIz88HAPzP//wPxo4d63eux+PBX/7yF3Tt2hWdOnUS7JqI+IcEN0+cTicaGhqgVquRkpKChoYGmEwmWCwWtLS0wOFweOvLajQaJCcno6amBjqdDikpKTAajVFP6FzrpIrtNHEtpSOmE8u1bq1Go4HRaIy6P99IB0U8iHjB4/FApVLB5XIJLroDie1AkL06j5iiWy7zB9fSX1KK7lCRbLL3BCEP7r//fjz66KNISEjA9OnTeQvu1157DRs3bsRPP/2E4cOHBz2upKQEJSUlfu/99NNPaG5uxtSpUyMaO9FxIcHNA4ZhYDKZwDAMamtrcfDgQa+4DgTrUOj1erS0tODkyZNQqVTIyMhAXl5eRI4cV2eJRSyniW/dWjGcWK7OK0swR58PJLiJeEWhUECpVMJutwsmurmKbd8xkL06hxiiWy7zB98621KJbhLcBCEMx48fR2FhYdDPo8kZkp2dHfG5brcbc+fOxQ033IDhw4fD6XTCbrcjMTGR0/lLly4FwzC49dZbIx4D0TEhwc0DrVYLk8mE2tpazue4XC40NjZ6E/M0NjaisrISlZWVSE1NRWFhIWdnjq+zxCK008TXeWUR0onl67wKBQluIp5hBbEQopuv2GYhe3UeIUW3XOYPvmKbRQrRTYKbIIQhMzMTH330kd97DocDDz30kNd+NDc3o7m5OWxbSqUSqampgoxr//79qKioQHFxMf785z/jgw8+gN1uR//+/TF37lxccsklQc91OBz49NNPMWrUKHTt2lWQ8RAdBxLcPHC73aivr+d9XiDRDQD19fWor69HXl4eCgsLQzqkkTpLLEI5TZE6ryxCOLGxEtsA7fEj4h8hRHekYpuF7NV5hBDdcpk/IhXbLGKLbrLvBCEMSUlJuO222/zeKy0thcViwdq1awEAL730Ep555pmwbXXp0gXHjx8XZFyHDx8GcG5ZeVpaGhYuXAgAeOGFFzB+/Hj8+uuvKC4uDnjut99+i9raWlpOTkQECW4e2O32iCfjYKIbACoqKlBfX4++ffsiKSmpzbnROkss0TpN0TqvLNE4sbEU2wBFuImOQTSiO1qxzUL26jzRiG4x5w8+RCu2WcQU3RThJghx+PDDD/HWW2/hlVde8UaRp02bhosuuijsuQkJCYKNw2KxADg3P+zcuRMFBQUAgEsvvRTdu3fHSy+9hI8//jjguUuXLoVarcZNN90k2HiIjgMJbgkJJbpbWlqwc+dO9O3b12/pjFDOEkukTqxQzitLJE5srMU2QIKb6DhEIrqFEtssZK/OE4noFnv+4JqIUiixzSKW6CbBTRDCs2vXLvzlL3/BlClTMHPmTO/7F1xwAS644AJJx8KK9wsvvNArtgGgc+fOuOiii7B58+aA51ksFnzxxRcYN24c0tPTJRkrEV+Q4JaYUKLb5XJh79696Nu3L9LS0gR3llj4OrFCO68sfJxYOYhtFnK8iI4CH9EttNhmIXt1Hj6iW4r5o76+Hm63O+T1CS22WVqLbqH+xmTfCUI46uvrMWnSJPTs2RPvvvuu32cWi8UbcQ6FUqlEZmamIOPJy8sDEDjxWlZWFnbu3BnwvFWrVlF2ciIqaLNSDGBFt1KpbOO0ud1u7N+/H42NjaI4Syys06RWq1FTUwO73R7wOLGcVxa9Xg+DwQCz2ez38MEXOYltdo9fJHv93n77bRQXF8NgMMBgMKCkpATffPNN0OMXL17sjbiwL51OF+0lEAQvVCoVNBoNPB4PbDabX/1sFrHENku82yun04na2lqcOHEChw4dwoEDB3Dw4EEcP34c1dXVcDgc3mNZ0e1wOFBbWxv0+5Bi/lCpVHA6nUGrdYgltlm0Wq13DKzwjobW9p3sPUFEjtvtxtSpU9HQ0ICVK1e2yQT+r3/9C7m5uWFfw4YNE2xM/fv3h1qtxunTp9t8VlFREVTYL1myBMnJybjuuusEGwvRsaAId4wIF+k+duwY0tPTkZmZKbizxBIuchTOeXW73TCbzWhqaoLL5YJKpYJer0dycjKvKEGoyJGcxDYQ3ZLy/Px8vPjii+jRowc8Hg8++OADXH/99d6tBIEwGAw4ePCgX/8EITWhIt1ii22WaO2VUAhpr8xmM06dOoWampqQZXIYhkFqaio6deqE1NTUkJFuscU2i0KhQEpKCiwWC+x2OxiG8fvuxRbbLK0j3dEg5JJysvdER+eZZ57Bt99+i2+++SZgiTAp9nD//vvvSExMROfOnQGcs9dXXXUVVq9ejd9//x1FRUUAgAMHDmDz5s34n//5nzZtVFdXY926dZgyZQrn8mEE0RoS3DEkmOjW6/XweDwwm83o1KmTqGMI5sSGcl6tViuOHj2K06dP+0VeWLRaLTp37ozCwkKo1WpO4wjkxMpNbAOBBTc7ZhatVhvQwbz22mv9/v3888/j7bffxi+//BLUAWMYBjk5OUIMnSCiIpDoBiCJ2GaJxF6JQbT2ym6348iRI6iurubUn8fjQV1dHerq6pCSkoKePXsiISGhjegGIInYZmFrt3s8Hu+qA5VKJZnYZtFqtQEj/XzhIrjJ3hNEePbs2YPnnnsOF198MaqqqtokIrvtttsi3sN94sQJb8mx7du3AwBmz54N4FxG89tvv917bO/evTF69Ghs2LDB+94LL7yA9evX49JLL8Vf//pXAMC8efOQlpaGxx57rE1/y5cvh9PppOXkRFSQ4I4xvqLbYDAAOOfENDY2wuVyIScnR7D6g8Fo7cRqtVpYrdaAzmt5eTn27dsXdAkhcM4BP3z4ME6ePIkBAwZw3nvj68SyTr2cxDYQWHD7Jt4AgKeeegpPP/10yHZcLhdWrFiBpqYmlJSUBD3OYrGgS5cucLvdGDx4MF544YWgzhpBiI2v6LZard73pRDbLHzslZhEaq/MZjP27dsXdFl8OBoaGrBjxw707t0b6enpXtFdU1MD4FykVwqxzaJQKKDVamG322G32+FwOOB2uyUT2yxC/P64CG6y9wQRntraWng8HmzcuBEbN25s83nrkmF8OHbsGJ544gm/99h/jx492k9wB6JPnz7YuHEjHn30UcyePRsKhQKXXnopXn755YBBriVLliArKwtjx46NeMwEQYJbBrhcLlgsFq8Dx4ptAPjjjz8wePBg0ZeWsU7smTNnYLVaodPp2jivhw8fxqFDhzi3abPZsG3bNgwcOJBzpJ6NFLHOvJzENuBfp5VdAlpeXu59WAKEzpi7Z88elJSUwGq1Ijk5GStXrkSfPn0CHturVy+89957KC4uhslkwr/+9S+MGjUK+/btQ35+voBXRRDcYYWNzWYDcH4frZRwsVdSwNdeNTQ0YM+ePVFHY10uF/bt24eioiJkZWUhPT3dK7ilFNssDMNAq9WipaUFHo/HK8LbG6H2apO9JwjujBkzJuQ2GanaDnbc4MGDvfXAw7FlyxbOYyOIYJDglgm+e1QSEhK8y8stFgvq6uokKUPQ1NTk/X+bzQa73e513E6fPs1LbPuye/duJCYmcorUs5Ei3zHFwpEORqAIN5sUhwu9evXCrl27YDKZ8Nlnn+GOO+7Axo0bAzphJSUlftGQUaNGoXfv3li4cCGee+45Aa6GIPjjdrv9tpI4HI6IkkpFSyh7JRV87FVzczP27dsnyNJn4Jwj+fvvv0Oj0fh9H2azOSYPKn3H4PF4vEvK2xNcItxk7wmCIAi+yCd02IHR6/VQKpUwm80wm81tspdXVFSIPgbfPZC5ubl+2YDtdjv27dsXcdsejwe7d+8O62j67oHMzc0Nmw04FrTOIssXjUaD7t27Y8iQIZgzZw4GDBiAuXPncjpXrVZj0KBBOHLkCO9+CUIIfBOksXtXQ2UvF4tQ9koq+Ngrt9uN33//XZDEXr54PB6cOHECdrsdmZmZyMzMDJm9XCzsdrtXYCckJIBhGO97UiHkHu5gL76QvScIgiAAEtwxhxXb7DLyQCXD6uvrRXUkWyccal2C5/jx4wGTo/GhqakJZ86cCfp5oIRDXErwSE20DlhrWAHDBZfLhT179iA3NzfqfgmCL4GykXMpGSY04eyVFKKbr72qrKwUxYaxc4TNZoNGo+FUMkxo2LJg7J5tdjm5lKJbqLJgQgvu1pC9JwiC6JiQ4I4hrcU2S2vRzWaoFYNg2X19ndjm5mbO2cZDEajuIRC6lI7cRHc0dVlnzZqFTZs24fjx49izZw9mzZqFDRs2eDNfTps2DbNmzfIe/+yzz+K7777DH3/8gbKyMtx22204ceIE7r33XkGviSDCEar0l5Sim4u9Elt087VXbrcbJ0+eFHwcvvNHRUWFV3BKKbqbmprgdruhVCr99jJLKbqdTqdg37eQdbjJ3hMEQciDF198EQzDYMaMGTEbQ/vaYBVHBBPbLK1LhjU0NAheLiRcKR2FQoHExERYrVZvVuBoIt11dXXweDx+kQIupXRC1b2VmmjqcFdVVWHatGk4c+YMjEYjiouL8e233+Lyyy8HAJw8edLv+uvr63HfffehsrISqampGDJkCDZv3hw06Q5BiAGXOtuh6nQLBRd7FapOtxBEYq8cDgfnqCZXAs0fVVVVyMvLA4CQdbqForGxERaLBQqFIuDfmRXd7P56QJhM4r6wYrt1DfBIEbION9l7giCI2PPrr79i4cKFKC4ujuk4SHDzRKlURr20LCkpCUql0pv0R6lUBj22ubkZSUlJXqdNqGzlTU1NsFgsSE5O9pZ0CXac2WxGSkoKMjIy0NDQEFW0wmKxeCMhDocD9fX1UKlUMBgMIdvVarVITEz09p+UlMS772iXxQPRCe5FixaF/Ny3TiQAvPbaa3jttdd49UEQkeLxeNpEQ91uN+x2u1dsKxSKoBFThUIBtVrtzdrNHh8Mt9sNj8fD6b7kaq+Ac0mt6uvrUVVVhdTUVEFW5wCR26uWlpaQNp4vweaPuro6ZGRk+B1rNBr9/hZCzx8JCQlwuVwho+jsb4J9aCPU38LlcnnFtlqtlqwON1fI3nc83G43KioqoNfrRa8sQxBywuPxoLGxEXl5eRE93LVarWFXKrUO2AHw5pIJhsViwdSpU/Hvf//bW6s9VpDg5kFzczPS0tIidhjYp/Ds0kuuy9RsNhtUKhXMZjM0Gk3UhtzpdMLhcHgdN996uq2x2+3Q6XReBzopKcnrgEcC63SxjrxWq4VGo+EUAVIqlX79841oCO2Q0YRKxAvs/ex7j7CZpoFzoolhmLD3ECt+WBujUqmC3ies4LbZbAFX+bDwsVcsCQkJsNvtaGpqCiv8uRCNvTKZTNDpdCGvkQvh5g+bzRbwb5OcnAy73S7K/AGc+9uEa9P3N8GWDYsGt9sNp9MJhUIhaNRcSMFNdDwqKirwxBNPwGg08s4rwNop1keKlObmZnz++edobm6OuA1CviQmJmLSpElITEzkfW4kvzG25CM7B4Zi4cKFKC8v513G0Gq1+lVqCkZycjIsFovfe0899RSefvrpoOeUlpbi6quvxtixY0lwtyc+//xz9OvXT9BoBR8++ugjTqW1hGTPnj14+eWXBWvvH//4R8yWhFssFpSWlkbVRqA63ATR3mloaECXLl2g0+kAnPtt19fXw+l0RhQl9o0GB4ussqt2rrrqKhiNRkGuQ47ceOONnB4SCMH06dM5l6wSApPJhK+//hparTbsbyTa3xQL+9tKSEjw+20J8TfmUoebIIKh1+thNBrRpUsX3veh2+2G2WyGy+WC0Wj0PkhitxdyWQnk8Xjg8Xgwb968iO4vpVKJPn364IILLqAHTDKloaEBq1evhlKp5PywMdhviytOpxMmkwlKpRIGgyGgjWQfQkfi37NCPtyDWIvFgvLycr97K1R0e9myZSgrK8Ovv/7Ke0xiQIKbB83NzWhqaoqZ4FapVEhLS5O0zyFDhgTdZ86XgoICdOnSRYBRRYZQkRCaiIh4w+12e5Ofud1ub7KtrKysiPZBazQabwIz37rQbNScFds2mw2HDh3y7vlWq9VISEiAXq9HamoqUlJSJK8nLSRs4jKpUCgUks8RKpUKarWa0+8kKysLtbW1MJlMEe2xt9vtMJlM0Gq1bfalC5WYjew7ESkMw8DpdMJgMEQUgUxMTERtbS0sFgsyMjLg8Xi8uSC4CGi2YkBCQkLE+SuOHj0Ku92OoUOHxszXJYLjdDqhVCqh0+k4fcfsfA4A2dnZEf8udDodampq0NLSEjInSDT2U6FQBD2fXRlrMBg4PcwqLy/Hgw8+iLVr13oDCbGGBHc7Qsq6qizJycm4+OKL8cMPP0Td1vjx4wUYUWyhJeVEPMNOzg6HI+qkY76Ju6qqqrwJtFg75na7vf0F60etViM7OxsFBQXIzc1td+Jbahsh979PNIntuCSsixZaUk5ESzQPfnzvj7Nnz4YUIK1xu91wOByC3Bfl5eWwWq0YNWqUYDkwCOkRaz4XKxFnOMHNhx07dqCqqgqDBw/2vudyubBp0ybMnz8fNptN8gdK8p6dCT9i9ZTmf/7nf2TVTiwRui4rQcgFISdn4PwecIZh0NzcjIaGBt4rZRwOB06dOoUtW7bgm2++waFDhySp6ywUKpVK0i007WFpfiQl3KQQ24D4dbgJIhwKhQJJSUlwOp2cyyyy+2sZhhHs3qiursbPP/8syOpGQli4zIFCz+eA+CUnhSzLeNlll2HPnj3YtWuX9zV06FBMnToVu3btisnqDRLc7Qip92+zTJgwAaNGjYqqjdtvvz3mKfmFIBoDQBByxmw2CzY522w2VFdXo6GhwZvh3OPxRJVwsaWlBb/99hu+/fZblJeXt5s9tVJto8nIyIhpyUQ+8BHdUoltdlxCOXwEEQnstgk2waHdbg8pbHzFNpvcUihqamrw66+/thtb21FwOBzeKhWBEENss4gpuoW0v3q9Hv369fN7JSUlIT09Hf369RNszHygJeXthMzMzIARbo/Hg7q6OlRXV8NkMqG5udmbXIPdD2k0GpGRkRGxs6JQKLB48WKMGjUKNTU1vM/v1asXXn31Vd7nyRFaUk7EIxqNBi6XK6o9XgC8ew5bOwNsrWa73Q673R5VHy0tLdi6dSvKy8sxdOhQwWttC82gQYOwd+9e0fsZOHCg6H0ICZfl5VKKbYCWlBOxxe12o76+3lv+qLXNbP379xXb7ENNocXxqVOnkJaWhp49ewraLhE5arUaFosl4AoqMcU2S6Dl5UIg5JJyOUKCu53Q2tg1Nzfj6NGjOHHiRNjsrKdOnQJw7ibp3LkzunfvjuTkZF79d+3aFWvWrME111yDyspKzuf16dMHX331VbtY6sgFEtxEPKJQKGA0GqOanF0uF+rq6oJm020tuqNNYlhRUYH169dj1KhRsrYvl1xyCT766CNJ+mlvhBLdUottgAQ3EVtMJpPfEu5Qoru12GYYRjRRsnfvXmRnZ8vaznYkVCoVkpOTvQn1WNEthdhmaS26uZT1CofYgnvDhg1RtxENslojNWfOHAwbNgx6vR5ZWVmYMGECDh48GPa8FStWoKioCDqdDv3798fXX3/t97nH48GTTz6J3NxcJCQkYOzYsTh8+LBYlyEKgwYNAnBuKcnu3buxZs0aHDx4kFcpFLvdjiNHjuDbb79FWVkZp1qyvhQXF2Pbtm2YOHFi2GMVCgX+8pe/4KeffkKnTp149SNnaE8fESlytm82my0qAex0OlFTUxO2dA0ruj0ej7cmczQ0NTVhw4YNkmYC58vgwYNxwQUXiNpHSkoKLrvsMlH7EItAy8tjIbYB2sNNxA6bzYaWlpY27/sKanZ5eSCxLSZutxtlZWVxEWWMF5KSkmAwGGA2m9HY2Cip2GbxXV7Oiv9oiPctPbK6go0bN6K0tBS//PIL1q5dC4fDgSuuuCLkXoXNmzdjypQpuOeee7Bz505MmDABEyZM8FvC99JLL2HevHlYsGABtm7diqSkJIwbN06y2qhCcNFFF6GmpgZr167F4cOHo9o34fF48Mcff2Dt2rW8otUAkJOTg2XLluHXX3/FAw88gH79+nnr4CUlJWHo0KGYNWsWDhw4gHnz5vGOpMudeDMAhHTI2b5F40i5XC7U1tZyTq7jK7qF2P/lcDjw008/ob6+Puq2xIBhGPzlL38RtY+77rpLkAhDrPAV3dXV1aiurpZcbLPjiGeHL16Q88PLSPAt/xUIX2HNllOUSmyz1NbW4vTp05L0RXBDr9d7RfeZM2ckFdssrOgWIrkem/Qv0CseHnjKagZZs2YN7rzzTvTt2xcDBgzA4sWLcfLkSezYsSPoOXPnzsX48ePx97//Hb1798Zzzz2HwYMHY/78+QDOGbLXX38djz/+OK6//noUFxfjww8/REVFBVatWhW0XZvNBrPZ7PeKFZ07d0ZCQgI2bdqE5uZmwdq1Wq34+eefceTIEd7nDhgwAK+88grKyspgNpvR3NyM+vp6bN68Gc888wwKCwsFG6ecoIgHESlysW9C2ja32426ujrek63QAsbhcODnn38W1D4KyRVXXIGSkhJR2u7evTtuvfVWUdqWEoVC4Vdf1WAwSC5yKcLdPpDzw8tIsFqtYVcHMQzjtwpJpVJJ/ps8cOAARbllRlJSkvf/tVptTHKaaDSaqLeIAYBSqQz5au/ISnC3xmQyAQDS0tKCHrNlyxaMHTvW771x48Zhy5YtAIBjx46hsrLS7xij0YgRI0Z4jwnEnDlzYDQava+CgoJoLiUqLrnkEmzfvl2UOtwejwe7du3CoUOHIm6j9UQQz5ADRghFrOybULbN4/HAZDKFdRQD4XA4BC83Y7VasXXrVlHsZLQwDIPnnnsOmZmZgrablJSEl156SfaJ47hgt9tRW1sLtVoNtVqN2tpaTiXDhIQEd/sg3h5ehnpQwOJbZ1uhUMDhcEhu60wmE6qrqyXtkwgOu4ycYRjodDpYrVY0NjZKPo7GxkZBbHW8rzCS7RW43W7MmDEDF154YcgU7pWVlcjOzvZ7Lzs727tUmv1vqGMCMWvWLJhMJu+rvLw80kuJiuTkZOTl5Ynez2+//eZNrkYEhxwwQghiad8C2bZIHphZrdaAew7D4XA44HQ6oVKpBH9qXVtby2lpaSzIzMzE22+/LVh5R51Oh9dffx3dunUTpL1Y4rtnOyMjAxkZGbzqdAsFCe72SXt+eOl0OsP+xlvv2eZaMkwMjh8/Lml/RGA8Ho/fnu309HS/Pd1S0djYCLPZ7BdpjxQS3DGitLQUe/fuxbJly2LSv1arhcFg8HvFgiuvvFKy6PH27dthsVgk6au9Em8GgIgNsbRvgWybSqXitRzb7XZHFM3xFdti2bXff/+dU8QoFvTo0QMffPBB1FtuMjMz8e6772L48OECjSx2BEqQxqdOt5DEu8MXj8jt4SVfwi1XD5QgLVAiNamoqKgQfHUSwQ+Px4P6+vo2e7Z993RLIbpZsW0wGJCYmBh1e/Fuf2V5BdOnT8fq1avxww8/ID8/P+SxOTk5OHv2rN97Z8+eRU5Ojvdz9r1gx8iV/Px89OjRQ7L+nE4ndu7cSXt0QkARDyJa5GjfnE4nmpqaOE/STU1NvJ0uX7GtVqt5ncsHl8uFffv2idZ+tHTp0gVLly7F7bffzvuhA8MwuO666/DZZ5+hf//+Io1QOkJlI4+F6KYId/tDbg8v+RJKcIfKRh4r0e10OmVdFaIjYLfb4XQ6AyZIk0p0+4rt1rXAI4UEt4R4PB5Mnz4dK1euxPfff88pClBSUoL169f7vbd27VpvgprCwkLk5OT4HWM2m7F161bRktgIgVKpxMSJEyVPFHD27Nk2zjtxHnLAiEiRs31zOp1ISkriNEm73W7eEWSpxDZLeXm5rFfrJCYm4uGHH8aXX36J22+/HRkZGSGPNxqNmDRpEj777DM899xzSElJkWagIsKl9JfUopsEd/tCjg8v+cCWRwwEl9JfsRLdNTU1kvRDBMbj8SA1NTVo7g6xRbcYYhuIf8Etq0xXpaWlWLp0Kb744gvo9XrvMh6j0egteTJt2jR06tQJc+bMAQA8+OCDGD16NF555RVcffXVWLZsGbZv34533nkHwDmDNGPGDMyePRs9evRAYWEhnnjiCeTl5WHChAkxuU4u3HTTTTAajTHp++DBg7KP/scKX8eLHDCCD3K3b4mJidBqtd6l4sEm0paWFl6OndRiGzhf+rC4uFiS/iIlLy8PDz/8MGbOnIkjR47gwIEDqKyshNVqhUajQXZ2Nnr27ImioqK4SkzJp842K7pra2tRU1MjatmbUMKa7L188Hg8eOCBB7By5Ups2LCB18PLGTNmeN8L9vBy4MCBAM4/vLz//vvFuAw4nc6AKwr51Nlmj7Hb7XA4HJLYCXbPPBEbNBpN2LmUnb/Dzed8EUtsA8JXL5EbsprB3377bQDAmDFj/N5///33ceeddwIATp486feFjBo1CkuXLsXjjz+Oxx57DD169MCqVav89vI88sgjaGpqwp///Gc0NDTgoosuwpo1a6DT6US/pkiYNGkSunfvHrP+q6ur0djYKPjNFA+wdQLZ/ycIrrQH+8ZlkuaTKC0WYpvl5MmT6N+/f7u4TxUKBXr27ImePXvGeiiiw0dss0glun3te6DPCHkg94eXXHE6nW3e4yO2WdhjbTabJFFuOa8e6ghwFaVCi24xxTZAgltSuOwd3rBhQ5v3Jk+ejMmTJwc9h2EYPPvss3j22WejGZ4kTJo0CVOnTsXOnTtjOo7Tp0+jqKgopmOQIxThJiKlvdi3UJO0y+XivKw3lmIbOLc3sra2NuxybUI6IhHbLFKIbopwtw/k/PBSo9FwFr2tj4tEbLMwDAO1Wh1QxAtNJNUpiNgglOgWW2wD52x8PNTbDoasBHdHhmEY/O///i/uu+8+bNu2LdbDQXV1NQnuAJDgJjoCwSbp9iK2Waqqqkhwy4RoxDaL2KKbBHf7QM4PLxUKBcxmMxITE8P+xn0FdzRimyXUCg0hkULUE8IRreiWQmwDoSPc8ZDMmQS3DMjMzMRzzz3n3UtUX18f4xHJYwxyhAQ30VEINElzEdxyEdsAUFdXF9P+iXMIIbZZxBTdJLiJaLHZbHC5XKitreX8WxdCbLNI8TuVuvY3ET2Rim6pxDZAgptohZDLHVQqFW6++Wb85S9/8ZaT8Hg8vOrhioXdbofdbhctOU17xdcgxPNeE4IA2k7S4SIbchLbACX3kYJwjpCQYpslkOgWglAOH9l7ggsejwdGoxEWiyWs6GYYRlCxLRXxvOw3nuEruqUU2wAJbqIVS5cuxcqVK/HVV19FLIyTkpJw7bXX4o477kBeXp7fZ06nUzZPD0lwt4Ui3ERHw3eSdrvdQZ0tuYlt4HxGdRJL4mG324PucRVDbLO0Ft3JyclRt0kRbkIIVCoVMjIyUFNTE1J0szkx2pPYBtAu/cLy8nJs2bIFe/bswYkTJ1BTUwObzQaVSoXU1FTk5+ejT58+GD58OPr06RO3cwZX0S212AbiX3DH5y9KRAoKCvD4449j3bp1ePHFF3HVVVdxKqGVm5uLa6+9Fi+99BLWr1+PWbNmtRHbgLyW6sTDD1xooqnL+vbbb6O4uBgGgwEGgwElJSX45ptvQp6zYsUKFBUVQafToX///vj666+jGT5BRARb19PhcASsGytHsc1is9liPYS4xuPxoL6+vs3cJabYZvGt0y3EagYh63CTve/YaDQaZGRkwOFwoLa2NuD90djY2O7ENnCuhGR7wG63Y+XKlbj11ltxzTXX4Pnnn8d///tf7N69G6dPn0ZNTQ0qKytx4MABrF27FnPnzsXUqVNx1VVXYeHChWhoaIj1JYhCuDrdsRDbANXhJoKQlJSEK6+8EldeeSUAoKGhASdPnkRNTQ2am5vBMAwSExORkZGBgoICpKSkcGpXTrVW5TQWuRBNhDs/Px8vvvgievToAY/Hgw8++ADXX389du7cib59+7Y5fvPmzZgyZQrmzJmDa665BkuXLsWECRNQVlbml1mVIKRAr9ejvr7eK7hZYS1nsQ3I6yFmPKLRaNosn5VCbLOwopstDRUNQka4yd4TrOhuHelm7w9WaLcnsQ0IV9NZLDweD9atW4dXXnkFZ86c4X3+mTNn8NZbb2Hx4sW45557MG3atHYZ1Q9FsEh3rMQ2EP8RblJUApGSksJZVIdCqVRCo9FwzgYsFgzDQKvVxnQMciTQHm7WYLFotdqAf7trr73W79/PP/883n77bfzyyy8BHbC5c+di/Pjx+Pvf/w4AeO6557B27VrMnz8fCxYsEOR6CIIParUaHo/Hby+3nMU2IT4KhQKpqakwmUyora2FwWBAbW2tJGLbdwxsHpRo2wm3h5vsPcGH1qLb9/5IS0tDTU0NXC5XrIfJi9TU1FgPISiNjY145plnsHbt2qjbam5uxhtvvIHvvvsOL730Erp27Rr9AGVEa9HN/n8sxDZAgpuIAXq9HrW1tTEdQ3Jyclws4RCaQBHugoICv2OeeuopPP300yHbcblcWLFiBZqamrzZ6VuzZcsWzJw50++9cePGYdWqVZENniCihK31CpxPoCZ3sR3rsdlsNuzfvx+HDx/GmTNnYDKZ4Ha7vSugunbtiv79+yMzMzOm44wGtVqNjIwMVFdXSxbZbo0QfXGJcJO9J/jCiu5A94dGo2l3da2zsrJiPYSAVFRUoLS0FH/88Yeg7R48eBBTp07Fq6++ihEjRgjadqxpLbpjJbaB0GXt4mGlGgluGcImgoklaWlpMe1frgQS3OXl5X7RlVArA/bs2YOSkhJYrVYkJydj5cqV6NOnT8BjKysrkZ2d7fdedna2IEsnCSISlEplu5r4lEplTAS3w+HAhg0bsHr1avzyyy+wWq1hz+nevTuuuOIK3HDDDbJ1aOMdLoKb7D0hJDqdrl0J7uTkZEESFArNmTNncPfdd0e0hJwLFosF06dPxxtvvIGRI0eK0kdHR6lUBk3KShFuQhRycnJw6NChmI4hNzc3pv3LlUCCm02Kw4VevXph165dMJlM+Oyzz3DHHXdg48aNQZ0wgpATSqUSzc3N3mXkwPlId6wjyYFISkoSfX+k2+1GQ0MD6urqYLVaYTKZ8MMPP+DgwYM4ePAg56RtR44cwZEjR/DOO+/gmmuuwf333w+GYbzJfRobG73753U6HQwGA7KyspCfny/IdqZocDgcMJlM0Gg03iWzfOoQC4EQD4K4CG6y9wRffPdst74/tFotFApFu3mQ2blzZ9ntOW9qakJpaaloYpvFbrfjoYcewkcffYTu3buL2pdU+O7ZBvjX6RaSeC/LSIJbhmRkZCAhISFmTz3VajWnzOsdkWjrcGs0Gq+hHjJkCH799VfMnTsXCxcubHNsTk4Ozp496/fe2bNn6bshYobT6Qy4Z1uuolssIepyuXDkyBHs3bsXf/zxR0Bb3aNHDxQVFcFgMMBkMuH777/ntHKpqKgIqamp+PjjjzmXnszIyEC/fv0waNAgyR0lt9sNs9kMrVbrFdhcSiKJMYZoEdrhI3tPBEog2Pr+SEhIQFNTU6yHGhaGYWS5j/n555/H0aNHJemrubkZDz/8MD755BMkJCRI0qdYBEuQFivRHe+Cu/1fQRyiUCjQrVu3mPXftWtXylAehGjKxATC7XYHjYCVlJRg/fr1fu+tXbs26B5AghCTxsZGb91SX2GtVquhUqngdDoDlgyLJRkZGYK253a7sXv3brz55ptYvnw59u3bF/LBqMvl8pbMGjt2LO64446gCYf69euH++67D7169YLZbOYstgGgpqYGGzZswLx58/DVV18FLPUiFna7HSqVyk9YhyuJJCRutxu1tbWCJJ4SsixYsLGSve84BMvW3/r+SEhIkF3UOBAFBQWyKwm2adMmfPXVV5L2eezYMbzzzjuS9ik0wcR2uJJhYkJlwYiY0K1bNxw+fFjyGrIqlQq9evWStM/2RDRlwWbNmoUrr7wSnTt3RmNjI5YuXYoNGzbg22+/BQBMmzYNnTp1wpw5cwAADz74IEaPHo1XXnkFV199NZYtW4bt27e3e0NPtD/YydloNKK5ubmNgGqdSE0ukW4ho4MNDQ344osvcOLEiYjOdzqdsFgsuOaaa3D69Gl8//33AM7tAb7lllvQ1NSEurq6qMbocrmwY8cO7Nu3D5dffjkGDhwouiPPMAxSU1PbOETBSiIJCSu2HQ4HjEZj1O0JWRaM7H3HJlxpPN/7w2QyyX4vt0KhkN1WCJfLhVdeeSUmfX/00UeYPHky8vLyYtJ/NIQr/RWsZJjYxHuEmwS3TFGr1ejfvz+2b98uab99+vSBTqcTrD3WIaqrq0NzczM8Hg90Oh1SU1ORmZnZLiPpkTqwVVVVmDZtGs6cOQOj0Yji4mJ8++23uPzyywEAJ0+e9DMqo0aNwtKlS/H444/jscceQ48ePbBq1SqqyUpISuvJ2eVyBXQM5Sa609LSBIvGnDx5Ep9++imvqHMwmpubkZqailtvvRUbN27E+PHj0dDQEP0gfbBarfjyyy9x/PhxXHPNNaJ+F2wt4WCfiSW6fcV2RkaGX6m6aBDqAQXZ+46L0+lEQ0ND2Gz9vveHx+MBwzCyTQ7Vo0cP2SVLW79+PY4fPx6Tvh0OBz788EP84x//iEn/kcK1znYsRDcJbiJmdOnSBRUVFaioqJCkv8zMTPTo0SPqdjweD44dO4Zdu3bhyJEjQTP0qtVqFBYWori4GL169QqanVBORLOHe9GiRSE/37BhQ5v3Jk+ejMmTJ/PqhyCEItDknJiYGDQSIyfRXVhYKEg7x48fxyeffCL4cnmbzYY//elPgottX/bs2QOz2YxbbrklZDbtaAgnUMUQ3a3FtkajEURwC+nwkb3vmDAM441Yc/mt+94fALzCW04kJyejd+/esR5GG1asWBHT/r/88kvMmDFD0CCVmHAV2yxSi+54F9zt/wriGIZhMGzYMEGWyoUjKSkJI0aMiNrQnzx5EosWLcLHH3+MvXv3hiyH43A4cOjQIXz22Wd46623sH//ftk+3WURek8fQciVYJOzRqMJKaTlsKdbp9Ohc+fOUbdTW1uLTz/9VLTrkOLvc+LECXz66aeCRYAjQcg93YHEtlCIvYebiH+0Wi2USiWvB0vs/QGc+31H4wcJ7UMplUqMHDlSdqsR6+rq8Ouvv8Z0DBaLBZs3b47pGLjCV2yzSLmnO973cLf/K4hz1Go1LrroIlGfLCUmJuJPf/pTVE/pXC4X1q5di8WLF0cUka+vr8dnn32Gzz//XPJ963wgB4zoCISanBmGCWuPYi26hVgx43K58Pnnn3OqoS13jh07hjVr1sR0DEKIbjHFNkCCm4get9sNg8HAWyCw94dSqYTT6YxIOHs8HsETFA4dOjTmZQcD8euvv8oiQLN169ZYDyEskYptFqlEt0Kh8Nbibv0iwU1IQkJCAsaMGYPMzEzB205NTcUll1wS1d4ch8OBTz/9FFu2bIl6PPv378fixYthsViibksMyAEj4h0uk7NWqw27RDlWoluv1wtS5WHr1q2orKwUYETyoKysDAcOHIjpGKIR3WKLbYAENxE9drs9YnHA3h+s3eQjKD0ej+B2duDAgSgoKBC0TaHYu3dvrIcAQD7jCEa0YptFCtFNEW5CFmi1WvzpT39C3759BfnhMQyDXr16YcyYMVHVEnS73fj8889x+PDhqMfEcvbsWSxZskSWkaV4MwAE4QvXyZlhGBiNxrD3gNSim2EYDBkyJOp702q14qeffhJoVPLhm2++ibldjUR0SyG2gfh3+Aj5o9FovAlluYpuj8cDu90Oj8cjmH84ePBgbw15ORJptQihOXnypOR9cn1QKZTYZhFbdAtpf99++20UFxfDYDDAYDCgpKQE33zzjeBj5oO8NmUQIVEoFOjduzcKCgqwf/9+lJeX815SwzAM8vLy0LdvXxgMhqjHtGnTJhw6dCjqdlpz9uxZfPnll7jxxhtlFVmIpiwYQciZ5uZm2Gw2zpOzSqWCwWAIm/RLykRqvXv3FqT29u7du2MuTMXAYrFg69atGD16NOdzamtrsXfvXhw9ehQVFRVoaGjwRvH0ej20Wi0SEhJgNBqRmJjIyS7ySaQmldgGhC0LRhCRworumpoauFwuKBSKoL8/X7EthG3VaDQYPny4oCUVxaC2tjbWQwBwLqGY3W4X1S61xm63Q61Wh+xTaLHNImYiNSGTpuXn5+PFF19Ejx494PF48MEHH+D666/Hzp070bdvXyGGyxsS3O2Q5ORkDB8+HP3798eJEydw5swZ1NXVBRXfDMMgJSUFubm56NKlC5KSkgQZR2VlJX788UdB2grEgQMHcODAAVnVfiTBTcQjKpUKTU1NSEtL4zWBJiYmwuFwoKmpKeRxUojuvLw8wTLp7tmzR5B25MjWrVtRUlIS0lkrLy/H6tWr8f3334d8oJqUlIThw4fD4XDA5XJBrVYjLS0NmZmZSEtLC2kjuYhuKcU2QIKbkA+ts5cHKhnmK7bZeyOaPdxZWVkYOnSoYOUUxSRWCTkDIbXgZhgG9fX1QUW3WGKbRSzRzUVws32yBNvedu211/r9+/nnn8fbb7+NX375hQQ3wZ+EhAQUFRWhqKgITqcTjY2NaG5uhsPh8D7tTExMhMFgECXD5Lp160RPWrFu3TpZlQwjwU3EIyqVCklJSRFNnAaDAR6PJ2yN6taiW8h7OjMzU5AqC8C5KLBUpRhjgdVqxf79+zFw4MA2n+3evRvvvvsuNm3aFFHbDocDZ8+exdmzZ6HT6ZCfn4/c3FxOdYhbi26pxTZAglsojh07hh9//BEnTpxAc3MzMjMzMWjQIJSUlLSbEkpywPf+UCqVUKlU3pU3rcW2QqGIWGwnJCSgX79+6Ny5c7v5ncey5GRrpPZPNRoNXC4Xampq2thGscU2S2vRLcTfgIvgbp1T4KmnnsLTTz8dsl2Xy4UVK1agqakJJSUlUY8zUnipMLfbjY0bNwY0pGPHjpVtcoWOgEqlQmpqKlJTUyXpr7KyEn/88Yfo/TQ0NODAgQPo16+f6H1xIZo63IR86ei2zel0RhzVYPdzMwzDK9It1H7DnJwcjBw5UpAJ3+l0CpqPQq60Ftxnz57Fyy+/jLVr1wrWh9VqxZEjR3Dq1Cl069Yt6FL/QKIbgORiG4j/OrBis2TJEsydOxfbt29HdnY28vLykJCQgLq6Ohw9ehQ6nQ5Tp07Fo48+ii5dusR6uO0C3/uDYRikp6ejubkZDQ0NfmI7EvR6Pbp3746uXbvKJqjBlbS0tFgPAcC5VT7Hjh2TdCUmwzBITU2F2Wz2E91SiW0WX9EdLokqF7jY3/Lycr/tsKH63bNnD0pKSmC1WpGcnIyVK1fGdMUsp7u0paUFs2fPRkFBAa666ip88803aGhogFKpxJEjR/DUU0+hsLAQV111FX755Rexx0zIACmXXP7222+S9RUOylobX5BtO0e0NZoZhvEmJwl3X/gmUnO5XFH126NHD4waNSrqFTwWiwVlZWVYvXq1JA8SY82JEye83/lXX32FiRMnCiq2fbFardi3bx8OHDgQ9Hfmm0itpqYGNTU1kottgLKUR8OgQYMwb9483Hnnnd6tbjt27MBPP/2E/fv3w2w244svvoDb7cbQoUOxYsWKWA+53eB7f5hMJjgcDmi1WqSnpyMxMZGX4DYYDOjZsycuueQSXHHFFejWrVu7E9sA0Llz51gPAQCQkZGBgwcPSt4v+/BFrVZ7H1ZKKbZZ2ERq4R62c4FL0jTWz2BfoQR3r169sGvXLmzduhX3338/7rjjDuzfvz/qcUYKJy+lZ8+eKCkpwb///W9cfvnlAZdynDhxAkuXLsUtt9yC//u//8N9990n+GAJ+SBlFOj48eNwOByyWEJES8rjC7JtwsEwDJKTk6HRaNDQ0BBSxKvV6qj2Gup0OgwZMgS5ubkRtwEANpsNe/fuxfHjx73bY6J9CNAecDgcOHPmDJYsWYJPPvlEkj6rqqpgsVjQr1+/gJUxNBoN0tPTvXtWpRbbAC0pj4YXX3wR48aNC/q5VqvFmDFjMGbMGDz//PM4fvy4dIOLAwLdH6zY8Hg8cDqdsFqtsFqtuOCCC7wrltRqNXQ6HZKTk2E0GiW/p8RCLrl9EhMTUVVVFZO+FQoF0tPTcebMGVitVuh0OknFNoterxeklK/QK4w0Go030/6QIUPw66+/Yu7cuVi4cGFU44wUToL7u+++C5uMpkuXLpg1axYefvjhmKTJJ6TDZrN5jb4UOJ1OVFVVoVOnTpL1GQwS3PEF2TbhYTPsNjU1wWKxBBTWbrcbbreb9ySqVCrRrVs39O7dO+oHcKdPn0ZZWRlsNpvf+2LnpZALy5cvl0xsszQ3N2Pnzp0oLi5GcnKy32dut9svIY7ZbA6ZvVwMSHBHTiix3Zr09HTv1gGCG6HuD4ZhoFar4fF44PF40LNnT9ksuRaL4cOHx3oIABD24bLY+EaWbTab5AncgHNJ44T4GygUiqCrLYR4EO52u9vM91LCSXDzyfyqVqvRrVu3iAdEyJ9wZYDEoL6+XhaCm/Zwxxdk284htJhgo92JiYlobm5GU1OTd8J0u92w2+1gGIbzPaTValFYWIhu3boFjI7ywePx4Lfffgu6Sqej3NexchIdDgd+++03DBw40BuF802QlpmZCQCcSoYJDe3hFpaqqipUVVW1eehWXFwcoxG1T+Ryf8iJzMxMDB48GGVlZTEbQ0JCArZu3YrbbrstJv377tlOSkpCbW1twERqYmK3271J/aJFSPs7a9YsXHnllejcuTMaGxuxdOlSbNiwAd9++23U44yUiDa+Wa1W/PbbbwEN6XXXXSfIwAj50tLSInmfn3zyCXJzc3HbbbchJSVF8v59oUhH/NJRbZtWqxVFgCkUCiQnJyMpKQkOhwMWiwUmkwkMw0ClUoUsZajX65GZmYnc3FxkZWUJ4lS63W5s3boVp0+fDnqMGBUd5Egsr9PhcGDPnj0YPHgwlEplwARpXOt0Cw3Z9+jZsWMH7rjjDhw4cMB7j7NlrRiG6RDbNoQiWLb+WN0fcmLSpEkxFdxdu3ZFWVkZunbtKnnfTU1NaG5u9tuznZ6eLqnoZsW2Wq2O+kE4IKzgrqqqwrRp03DmzBkYjUYUFxfj22+/xeWXXx71OCOF94y7Zs0aTJs2LeCSYjKk7Qu3240DBw5g27Zt2L9/P8rLy1FbWwubzQa1Wg2DwYBOnTqhR48e6N+/P4xGIxoaGgRJjsAXs9mM1atXY/ny5ZgxYwYmTpwYE8eIlpTHLx3ZtrndbphMJuh0OlEmafZeYbOFpqWlwWazoaWlBQMGDEBycrJ3WWRiYiKSkpIEF4Qejwfbtm0LKbaBjhPJjPXSeavVioMHDyI7OztggjQudbqFhpaUC8Pdd9+Nnj17YtGiRcjOzqa/XYSEKo0XLLt/R2LcuHF46623wtp0MVAqldi5cycUCgUGDBggad9OpxNNTU1ISUnx27PN7umWQnT7iu309HRvubpoEFJwL1q0KOrxCA1vj+aBBx7A5MmT8eSTTyI7O1uMMREiU11djRUrVuCLL75AZWVl0ONqamrwxx9/4McffwRwbvnMiBEjMGjQIKmG6oWNqpvNZjz77LPYsmULnn322YhLGUUKCe74pSPbNrvdDqVSKdok3XpyVigUUKlUUKvVyM3NlWS/4Z49e3Dq1Kmwx7lcLm8W9XhGDtdnt9vR2NiI/Pz8gL85qUU3CW5h+OOPP/D55597ExYR/OFSh771/eFbLqkjoFar8dBDD+Hhhx+WvO+ePXviP//5Dy666CLJE5U5HA4kJycH7FcK0R1oPheCeN/Sw/sKzp49i5kzZ3Y4hzQesFgseO2113D11Vdj4cKFIcV2IFpaWrBhwwa89tpr+OOPPyS9Aaqrq/3+vXbtWvzlL38RJDMiHwKVKSDig45u2wwGg7fEiN1uF6xdsSZnPlRUVODQoUOcjvV4PMjLyxN5RLHHZDLFtH+9Xg+lUomqqqqQYta3JFJtbW1U2e3DwaUsDRGeyy67DLt37471MNotXMQ2i+/9UV9fH/OVK1IzduxYXHrppZL2mZWVhe+++w4AcOutt0raN3DuQUNSUlLQz1nR3d7m83i3v7yv4MYbb8SGDRtEGAohJlu3bsXEiROxePFiQbL07dy5EytXrkRLS4skBj5Qdujdu3fjoYcegsPhEL1/FqrLGr90dNsmxiQtB7Ftt9uxY8cOXufEOk+EFJw4cSJmfbNiu7GxETabDeXl5SGPl0p0Ux1uYXj33Xfx3nvv4ZlnnsHnn3+O//73v34vIjh8xDYLe384nU5BxVV7gGEYPP300ygoKJCkP61Wi/r6elgsFmRlZYkquD0eD1wuF9xut5+fzWW7VXucz+NdcPNeUj5//nxMnjwZP/74I/r379+mNMtf//pXwQZHRI/H48GHH36I1157TXBh7HQ68fXXX2Pw4MEoLCwUtG1f2BJCgdi2bRvmz5+Phx56SLT+faEl5fEL2TZhl6PJQWwDwL59+3g/ZHQ6nUhNTUV9fb1Io4otGo0GBw8ejEnfvmKbzYtQUVGBgoKCkKXepFheTkvKhWHLli34+eef8c0337T5LN7zYUSTeyISsQ2cs7V1dXVobm6GyWTCXXfdBZPJBKVSiZSUFBQUFKBv374YOXIk+vbtGxfixRej0Yg333wTd999t6gla1UqFYxGIzZu3AgAeOqppwTZ1ujxeNDY2IiqqirU19fDbDajubkZdrvd67crFArodDooFAq0tLSAYRgolcqQ2cHb23we70vKeVuGTz75BN999x10Oh02bNjgNwkxDNMhnNL2gsfjwbx58/Dee++J2k9ZWRksFguKi4tFiXYfO3Ys5OcffPABxo4di/79+wved2tIcMcvZNvOIcQkLRex3dTUFNZ+BKOgoCBuBXdSUlJMRE8gsQ2c2zdfVVUVtvSj2KKbBLcwPPDAA7jtttvwxBNPdLgtOiqVCs3NzbyFGF+x7fF40NDQgNOnT6Ourg4ejwdKpRJarRbV1dXe5LY1NTU4cuQIfvjhB8yfPx95eXm46aabMHnyZCQnJ0d8nXKjS5cuWLRoEe6//35UVFQI3r5Wq/UT25deeinuueeeqNpsamrC8ePHcfLkybDJiN1ut1eE22w2b9UPjUaDhIQErxhvTXuaz0PV4Y4Hwc37Cv7v//4PzzzzDEwmE44fP45jx455X3/88Ycgg3rzzTfRtWtX6HQ6jBgxAtu2bQt5/IoVK1BUVASdTof+/fvj66+/9vvc4/HgySefRG5uLhISEjB27NigNVjjiUWLFokutlkOHTqEAwcOCN6uQqHArl27Qh7j8Xjw6quvCt53sPHE0xIX4jxS2Dagfdi3aJaj8ZqcPS7AYQLs9aK8jh0sg9Jlhtpj4f1iHA0ouiAbOkVLVC85Em4JtxgEE9ssZ8+e5dSOmMvL431Jo1TU1tbioYce6nBiGzifQbqxsZHzOXzFdktLC/bs2YPffvsNtbW1foGOcPdDRUUFXn/9dVxzzTVYuXJlXO35rqurQ/fu3dGjRw9B283JyYHD4fCK7cLCQnz00UcR2wSz2YytW7dizZo1OHDgQMSVfzweD2w2GxoaGlBVVYXGxsaA379k83mUxLv95R3httvtuPnmm0W7+OXLl2PmzJlYsGABRowYgddffx3jxo3DwYMHkZWV1eb4zZs3Y8qUKZgzZw6uueYaLF26FBMmTEBZWRn69esHAHjppZcwb948fPDBBygsLMQTTzyBcePGYf/+/dDpdKJcR6zZtGkT3njjDUn73LdvHzIyMpCRkSFIex6Ph7OILysrw+7du0Uvz0AR7vhFbNsGtC/7FsmTcd6Ts70eqPgGaBS+JrTb7Ybr2B7kuyPPxs1oGGTlmKNKzlhmHhrxuWKQmJgo+T7acGIbgHc/t1arDdueWCWRKMItDBMnTsQPP/yAbt26xXookuN0OpGUlASz2QwAYTNY8xXblZWVOHLkSNQrVOrr6/H000/j+++/x+zZs2E0GqNqL5Zs27YNjz32GDZt2uR9b/z48TCZTGhoaIi4XY1Gg27duuGbb77xVsopLCzEt99+i8zMTN7tORwO7N+/H0eOHBH8QYfb7UZjY6O3NrdOp/OzWZLM51ES70vKeV/BHXfcgeXLl4sxFgDAq6++ivvuuw933XUX+vTpgwULFiAxMTFopHbu3LkYP348/v73v6N379547rnnMHjwYMyfPx/AOdH2+uuv4/HHH8f111+P4uJifPjhh6ioqMCqVauCjsNms8FsNvu92gt1dXV48sknY9I3+wRQCOx2O/bu3cv5+FDfp1BQEp34RWzbBsjDvvGxbXyejMtlGTmL2WyOuvSVx+OB0WgUpfygSqXiJC6Fhl2OKBSh9hAC3MQ2Cx/nWIxINyVNE4aePXti1qxZuPPOO/HKK69g3rx5fq94JzExEQaDAWazOWSkm4/Y9ng8OH78OA4ePCjodpBNmzZh2rRpvKvWyAGbzYaZM2fioosu8hPbALBmzRr89ttv6N69O3Jycni1azAY0Lt3b1RXV+M///mPV2xffvnl+Omnn9C1a1feY62trcW6detw+PBhUVcVuFwu1NfXo76+vo1NlPt8ThHuVrhcLrz00kv49ttvUVxc3CbJSTRLe9lssrNmzfK+p1AoMHbsWGzZsiXgOVu2bMHMmTP93hs3bpzX2Tx27BgqKysxduxY7+dGoxEjRozAli1bcMsttwRsd86cOXjmmWcivpZYMm/evJjuPfzxxx/xpz/9Kao2GIbBmjVreJ2zadMmeDweUR0jinDHL2LaNkA+9i2Qbfuf//mfoOPm8mRcbmIbAEwCPSR1u91ISUmBWq2BydQgSJuJiYno3r07mpqacPToUUHa5IJer8cnn3wiaJvsvtHm5uaA/XEV28C5KDefZci+kW4hHiJQhFsY3n33XSQnJ2Pjxo1tHsJ3lHwYbGQ7WKSbb2T7xIkTolUWOH78OO677z4sXrxYsNUiYlNTU4OJEyfil19+CXpMU1MTvvzySwBAv3790K1bNzAMA4vF4l1Ro1KpkJycDIPBAKVSicrKSmzbtg1bt271tpObm4tnnnkG06ZNi2huO3bsGHbu3ClqScPWWK1W1NTUIDU11c+XkfN8ThHuVuzZsweDBg2CQqHA3r17sXPnTr9XNNTU1MDlcrWZcLOzs4M+fausrAx5PPtfPm0CwKxZs2AymbyvWOx5i4Rjx47hiy++iOkYqqqqYLVaIz6fYRisXr2ad3SqpqYmYPkwIYnmiducOXMwbNgw6PV6ZGVlYcKECWEzBS9evLhNlIXvMmG32y3ZXv72jJi2DZCPfYvEtoV6Mi5HsQ0ATVEsA2+Nx+NBYmICcnNzo76+zp0744ILLoDT6URCQoJAIwwPwzA4ePCgIGUhfXG5XNDpdG3sEl+xDSCgaA8HK7qFiPoJGWHpyPbeN/9F61dHyoeh1+sDRrr5iu2qqirRy/idPHkSf/vb3yQtsxop9fX1uOKKK0KK7dbs3bsXX3zxBVatWoV169Zh69at2LVrF7Zv344NGzbgv//9L1auXIktW7bA5XJBo9Fg7NixWLRoEQ4ePIg777wzItt/4MAB7NixQ1KxzeJ0OlFbW9smki3X+VxuEW6hbSnvCPcPP/wgWOdyRqvVxmS5X7R89NFHMbmxW7N161aMHj2a1zkejwdWqxXffvttxM7T0aNH0aVLl4jO5UI0Ee6NGzeitLQUw4YNg9PpxGOPPYYrrrgC+/fvR1JSUtDzDAaDn6PGt1+FQoGFCxfi7rvv5nVeR4NsW2gCPRkHEN3krEkF8q4EUlN4jycULpcLR3Zp4VEIv3RPma9Ei9WK8pMneT0UzMvL89bKZW20lE6ETqcLupIiGlwuF6xWq/fhgdVqjUhsA4j4YYBGoxFkD6qQEW6y9205c+YMPvroIzzyyCNRt9Ve8mG0jnQnJSXxEts2m02yJL87d+7Eu+++i/vvv1+S/iLB5XJhypQpvLYb8uX555/HAw88EHWOp99//x379u0TaFSR4Xa7UVdXh7S0NL/fmijzeZTILcIttC0VLFPNiRMn8PLLL3v3FkZCRkYGlEplm2ylZ8+eDboHIycnJ+Tx7H/Pnj2L3Nxcv2MGDhwY8VjlSHNzc8C6l7GATy1Ej8cDhUKB3377LeqJpbq6OqrzwxGN4G69RH7x4sXIysrCjh07cPHFF4fsk+8epNYMHToU8+fPx/Tp06NqpyMihG0D4sO++U7S7L2m0Wgin5wZJaA2nhPeAtJiscCOJECEVcAON8BoEtClRxoUCgUsFou3dqrvw86kpCSkpKTAaDRCqVTC5XK1EehSPRxNTU3Fu+++K1r7NpsNbrcbCQkJSEhI8NaV5fvgNJo999HUP2YRUnB3ZHsfzEE9ceIEtm3bJojg9s2HAQALFizAV199hffeew//+Mc/2hzvmw8DAJ577jmsXbsW8+fPx4IFC9rkwwCADz/8ENnZ2Vi1alXQ7Ydc8BXdZrMZDMNwLs909OjRqHNR8GHRokW49tprkZ+fL1mffHjllVfw/fffi9rHvHnzcPfdd0cluE+ePCnqQwE+uN1u1NfXe30QFsHn8yiRm+AGhLWlvK/gkksuwaWXXtrmNX78eHz88cdRDUaj0WDIkCFYv3699z23243169ejpKQk4DklJSV+xwPA2rVrvccXFhYiJyfH7xg2JX+wNtsrW7ZsiWhJnlgcOnQICoUiYIIIVmTbbDb89ttv+OyzzwR5iiv0csnWBEqi0zoBFdcxmEwmAEBaWlrI4ywWC7p06YKCggJcf/31ET0xPXXqFF599VV07doVt956K+bMmYPVq1fzbieeEdO2AfFj3xQKBQwGg/ffBoNBNsvIWaLZ0sIVj8cDl8uFhIQE5OXloaioCP369UO/fv3Qp08fdOnSxRt1DSY8XS6X6H+71NRULF68WNQ+AP+/udPpjGiVUqxXZ3FJmkb2Pjxs0ib2VVNTg23btmHDhg3417/+FXX7bD4M39wVXPJh+B4PnMuHwR4fLh9GIPgkoPRd1aDVajmJbYvFInoQoTUOhwPvvPOOpH1ypby8HLNnzxa9n7Nnz+Lpp5+O+HyTyYQdO3YINyABYJOptfbH5TSfy21JOSCsLeX9SLh11MTlcuGPP/7AkSNHBJnUZ86ciTvuuANDhw7F8OHD8frrr6Opqcn7FHPatGno1KkT5syZAwB48MEHMXr0aLzyyiu4+uqrsWzZMmzfvt1rMBiGwYwZMzB79mz06NHDu0woLy8PEyZMiHq8coLPfhYp2LNnD/bs2QOdToecnBwkJyeDYRg0Nzfj7NmzUZXaCQaXSSwaGIbx3visA1ZQUOB3zFNPPRXWWLvdbsyYMQMXXnihdzlbIHr16oX33nsPxcXFMJlM+Ne//oVRo0Zh3759vJ5As/v6LRYL9u3bhz179mDdunW45pprOLcR74ht24D4sG92ux21tbXeRCy1tbWcozVSIWQWXz7wFYwMwyA9PV00pzo3NzfqlRlc0ev18Hg8cDqdUKvV0Ol0vB98xPrBja99D/QZQPaeCytXrgz4/vPPP49Vq1aFTNLIhVD5MH7//feA54iRD4NrAkp2zzbDMNBqtbBarWhsbAxbMuz06dMhPxeLr7/+GjNmzAj7cEhqXnzxRUkepgLnIv1///vf0blzZ17nuVwubNu2LWZzUCjsdjssFovf705O87lCoQha9SJWc4OQtpS34H7ttdcCvv/uu+9i/vz5mDp1Ku9B+HLzzTejuroaTz75JCorKzFw4ECsWbPGawRPnjzp94cfNWoUli5discffxyPPfYYevTogVWrVvlNao888giamprw5z//GQ0NDbjooouwZs2auKvBHeu9IsGwWq04fvy4JH1FUhuRD4GWlJeXl/s9IeSyP7a0tBR79+7FTz/9FPK4kpISv0jlqFGj0Lt3byxcuBDPPfdc0PPGjh2Lv/3tb7jyyiv93k9MTMSIESMwYsSIsGPsaIht24D2b99aJ1QBwKuuJ9EWjUaDSy65BD///HPIMi18SElJwTXXXBPWvggBwzBISkqCQqHwLiPX6XR+e7q5Es2ycCFWd3FZUk72PnKmTJkiSYRSKmbNmuVXRcJsNre5vkAJ0hobG8PW6Xa73ZJHt1kcDge+++67qJbRC43JZBJkpRlXnE4n/v3vf4e87wJx6NAh72oWOWKxWKDT6aBWq2U3n8thSbmYtlSwPdyXXXYZHnjgAUHamj59etD18hs2bGjz3uTJkzF58uSg7TEMg2effRbPPvusIOOTI2yNxo5OYWGhqO0HEtwGg8HPAQvH9OnTsXr1amzatIn3Pim1Wo1BgwbhyJEjIY/bvn27t1bkiRMnvInk3n33Xfz444/46KOPePXbkRHStgHt174Fy14arsRILGhd0k2uMAyDu+++GwzDYODAgfjxxx+xa9euiPdsJiUlYeTIkRg+fDjUarUkyZZUKhWUSiXMZrM3qsOKbL6iO9JEpY2NjWhqaoroXF+4CG6y95Gze/duDBo0KOp25JIPI1wCymDZyMOVDAPOCcxYRkl/+uknWQnur776ylsPWyqWL1+OZ599lnP+BqvVGrYSQaxh82skJyfLbj6Xg+AW05YKdgXff/89LrnkEqGaI3jS0tIiiMPRnjEajd4bRSwC7enjisfjwfTp07Fy5Up8//33ET0ccLlc2LNnj59DEAi73e6dxPv37+8txTJq1Kg2e4KJ0JBtC10qJFSJkVghZbmtaPB11vV6Pa666ir89a9/xeWXX45OnTpxsjEqlQrdu3fHhAkT8Ne//hUXXnih94GD2A8gWZqamtqIA6vVipaWFiQkJHBebRHJ98ZGC0Nl/uYKlz3cXOnI9n7mzJltXlOnTsXtt9+OgoICv/cjoT3kwwhX+itYyTDfvmPJb7/9FjD/TqxYt26d5H0eP34cx44d43z8oUOHJE1wFynNzc2oqqqS3Xwuhz3cYtpS3hHuiRMntnnv7Nmz2Lp1Ky655BK/z//zn/9ENTiCO3JKlhYrLr74YtFvSt8bn29fpaWlWLp0Kb744gvo9XrvvjCj0eh1NFvv4X322WcxcuRIdO/eHQ0NDXj55Zdx4sQJ3HvvvSH76tGjB7Zt2wa9Xo+mpibvEie9Xo+6ujpe4+4okG0LDJe6nIFKjMQy0q3T6aBSqWTv/DidTqxduxZXXHGF973k5GTv0uKWlhacOXMGNTU1sFgssNls3trMBoMBmZmZyMnJCRrRLywsREJCgqiRIZfLFTQSxzfSHW5Pa2tYsW0wGILu/eODkBGWjmzvd+7cGfD9YcOGoaqqClVVVQD4Z373Rc75MLjW2Q4V6Y61T2cymVBXV+ddahxrgv2mpOj3ggsuCHucw+HgJc5jhdvtht1ul+V8LocIt5i2lLfgDlTr0mg0omfPnlENhIgOIZyN9s51110neh/RlAV7++23AQBjxozxe//999/HnXfeCaDtHt76+nrcd999qKysRGpqKoYMGYLNmzejT58+Ift64IEHcN9996Fr164oLi7GokWLMH/+fPz4449tksIQ5yDb1hYuYptFTqKbYRikpKTwKk8YC6qrq7FmzRo/we1LQkICLrjgAk4OXyDUajUGDx6Mn3/+OZphhiRcojg+ojslJYVzv75iW6/XS7aHmysd2d7/8MMPovch53wYrIDmYgODiW45rBSqqamRjeCO1ZZJriL61KlTcDgcIo8mOlixzTAMlEplyBUMsZjP5SC4xbSlvAX3+++/H1WHhDgkJyfHeggxpW/fvhg2bJjo/UQjuLksz2q9h/e1114LmswrFPfeey/S0tJw6NAh3HfffbjllltwwQUX4MyZM1SLOwhk2/zhI7ZZ5CS65S62gXP7xdasWYP6+nqkpgpbi5xl9OjRogpuLnAR3cnJyZyFTWuxLRRCCm6y9+Ijx3wYGo3Gm0Gdq+0LJLpjXSIPEL/MKlecTmfMtkxyTYB26tQpkUcSHb5im/1d2mw2JCYmBj1H6vlcDoJbTFvKSXB7PJ6olv4Q4qNWq5GZmRmzrJaxZubMmZL8RqMR3FLjuwT6m2++wcqVK2G322WVCCXWkG0LTCRim0XKSZqtLWo2m9HS0gK73e51VB0Oh6yTpymVSqxYsQIOhwNr167FTTfdJEo/l19+OV5++eWYR1/Cie6srCxO7YgltgFhBbfUxNrejx8/Hk8//TRGjhwZ8rjGxka89dZbSE5ORmlpqSRjkxKFQgGj0cjb5rUW3ZEKDCFXO8rZfkoFl/ve6XTK2vduLbbZa7JarSEFNyDtfC4HwQ2IZ0s5Ce6+ffviySefxMSJE0P+oQ8fPoxXX30VXbp0wT/+8Y+oBkbwp3v37rK66RUKBQYMGCD63pvJkydj6NChovbBEs0e7liiUqlCPtnvqJBta0s0YptFzEna4XDg1KlTOHXqFKqrq4NGguTuLFqtVlgsFgDAxo0bRRPcaWlpGDt2LL755htR2udDMNGtUCg4LdcTU2yz45CDwxctsbD3kydPxqRJk2A0GnHttddi6NChyMvLg06nQ319Pfbv34+ffvoJX3/9Na6++mq8/PLLko5PKmw2W8Tl7XxFdyT2UqvVCiq45bKcXKVSQa/XB0wuJzZcVh7V1dXJYkVCIIKJbeDcXM8l6CCV6GYYJqidjdUDTyFtKSer8MYbb+DRRx/F//7v/+Lyyy8Pakj37duH6dOn4/777xdkcAQ/BgwYgC1btsR6GF66deuGcePG4ezZs6ioqBClj379+uHhhx8Wpe1AtKcINxEesm3+CCG2WYSepO12Ow4dOoSjR4/GPForBMuWLfP+//bt20Xt6+6775aF4AYCi+7c3Nywvw2xxTbQviPcseaee+7BbbfdhhUrVmD58uV45513vMtxGYZBnz59MG7cOPz666/o3bt3jEcrHtFm9mZ/283NzdDpdJxL6ul0Ouh0OsGWgScmJiIjI0OQtoTgggsuwO7du2PSbzjq6+slGMl5uP7GQolt9nOXy8XpAZEUolupVAZ9YBQPeao4Ce7LLrsM27dvx08//YTly5djyZIlOHHiBFpaWpCRkYFBgwZh2rRpmDp1qmj70Ijw/OlPf8KCBQtiPQwv/fr1g1qtxtSpU/HBBx94M5MKRY8ePfDGG2/wTmgSDSS44wuybedxOp1oaGgQRGyzCDFJezwenDhxAr/99pssEgkJgVKp9BPABw8eFHV7Q8+ePXHVVVfh66+/FqV9vviKboVCgYKCgpDHSyG2ARLc0aLVanHbbbfhtttuA3Bu/2tLS4u3zBDBDTaay1YXCCe6dTodEhISYLVaBYu09uvXT1arOoYMGRITwT1kyJCwx0gdeXe73WG/m3Bim8XpdHJekSG26I6XFUbB4LXu5aKLLsJFF10k1liIKOnbty86d+6MkydPxnooAM4/GdTpdLjzzjuxcuVKHD58WJC2R44ciZdeeilgZmkxIcEdn3R028YwDEwmE3Q6nWBimyWaSdrhcGD79u04ffq0YOOJNQzD4N///rffe83NzaKX4Jk5cyY2bdrkXcYea1gRkZ6eDrvd7leT3BepxDZAgltojEaj5HN0vJCVlYVTp06Fze7Piu2WlhZB81ZEUntcTK644gq89957kvZZVFSE/Pz8sMeJWXYxGA6HAwqFIqBd4iq22WP5IKbojnfB3f6vgPDCMIxs9ukWFxf7JWPQarWYPHkyrr322qiWhuh0Ojz44IN46623YjKRswYhlGEgiPYGu/dPaLHNwk7SarUaNTU1nCLVLS0t+OGHH+JKbAPnon7r1q1r835DQ4Oo/WZmZmLWrFmi9sEXnU6HrKwsmM3mgFEiKcU20Na+k70nYoVKpUJSUhJaWlqQkJAQcCWfr9jmuvScCwzDYPz48YK1JwTjx4+HwWCQtE+uSbKkXnmlUCjg8Xi8e7B94SO22eMj6Z/vfM613Xi2v+3/Cgg/Jk2ahLS0tFgPA3/605/avKdUKjFw4EA89NBDGD16NK/EIgkJCbjpppvwxRdf4O67747Zfg42AhIqEkIQ7Q232w2DwSDqpNZ6kg61D7ulpQUbNmzwZuyNFzQaTdCcE1I4bddccw0mTZokej9c0Gg0KCoqgsFggMFgaCO6pRbbQFv7TvaeiCWdOnWC1WoNKLrFEtsAcPHFFyMvL0/QNqMlMTER99xzj2T96XQ6zv1JnTCNYRio1eo2opuv2AYizznQej53Op0RtdO6zXgW3JGlUiRkS1JSEqZPnx5VHcloGT58eEjRn5CQgIsvvhglJSU4c+YM/vjjDxw/fhyVlZVeJ1yn06FTp07o06cPSkpKMHr0aNnUGifHi4g37Ha7JBOa73K0+vr6gPe00+nETz/9FLO6q2KhVqvx/PPPB13SLdUe13/84x84c+YMNm/eLEl/gVAqlejXr593GXnrkkjs/0sptlnIvhNywWg0IiUlxbv6hV1ezv6/GGIbgGyTg/7tb3/DokWLJHkQO336dE6VE4DY2AyFQgGNRgO73Q673Q6VSgWHw8FLbAPRjd13Pudarzxce/G8pJwEdxxyww03YM2aNdi2bZvkfScnJ2PMmDGcjlWr1ejcuTM6d+4M4NyTNvY1aNAg9OzZU8SRRkZ7LQtGEHKBnaTPnj0bMKNuWVmZIJO3nFCpVHj//fdDlkiUaouMRqPBq6++igcffBBbt26VpE9fVCoV+vXr10ZItxbdsRDb8e7wEe0LhmHQvXt37Nixo012f7HE9o033ijbLPJZWVl44YUXMH36dFH76dq1Kx577DHOx8cqISArum02m/ehOR+xDUT/sICdzysrK6Nqh20rnu1v+78Cog0KhQIvvPBCTEo6TJ06NWjym3CwNfhYIS5HaIkhQYjHqVOnZJP0USjUajUWL14cMkM4m6xOKhISEjB//nxcddVVkvUJnMsVMGDAANkm0qIl5cJwxx13YNOmTbEeRlyQlJSEwsJCSfrq0qULZs6cKUlfkXLfffdh4sSJorWv1WqxdOlSXisqpayUIzRyKrcl5JLyOXPmYNiwYdDr9cjKysKECRNw8OBBkUbODd6C+9JLL8UzzzzT5v36+npceumlggyKiJ7MzEy88cYbfonLxOaWW25BVlZW1O3k5+fL1oCRAxa/kG2TBrfbjdraWrhcLr+Hc06nMyZlX8REo9Hg+eefD1uOq2fPnpI/wddoNHjhhRfw6KOPCl5PNRBpaWkYPHhwUEfWd892oD3dUkCCWxhMJhPGjh2LHj164IUXXoi7xIdSk5+fj+zsbO8y8lCJ1CLFaDRi7ty5SEpKEqxNMWAYBu+9954oVUWUSiU+/vhjDB06lNd5Uq/EYWH3bLOR7WCJ1EIRreD2nc+jRaFQeGtxt37xnR83btyI0tJS/PLLL1i7di0cDgeuuOKKmG5V4z3Db9iwAfPnz8eECRP8Bm6327Fx40ZBB0dER58+fbBgwQJJMjvefPPN6NGjR9TtMAyDXr16CTAicSAHLH7pyLZNo9FIkviFnZwdDgdSU1P9JtGjR4/GpLyKGDAMg/r6ekybNg27du0Ke/zgwYPFH1QAGIbBrbfeik8//RTDhw8XpQ+1Wo1evXqhX79+QYV96wRper0+JqKbBLcwrFq1CqdPn8b999+P5cuXo2vXrrjyyivx2WefhUyWSATGYrEgOTkZGo0GVqs1aCK1SElJScHChQsli6RHS2JiIr788ktcffXVgrWZlJSEzz77DNdffz3vc2OxYqd1gjSlUslbdDMMwyt5caAxsPO5EH8DISPca9aswZ133om+fftiwIABWLx4MU6ePIkdO3ZEPc5IieiR+rp161BZWYmRI0fi+PHjAg+JEJIBAwbgww8/FM2QJiQk4N577xVsv3WXLl1ku9wQoLJg8U5HtW0KhQJms1lU0e07OWdkZPjte3O73Thy5IhofUsJwzB46623UFpaiubmZk7njB49WuRRhaawsBDvvPMO5s+fj+LiYkHaVKvV6Nq1K4YPH46cnJyggjVYNvJYiO54z5IrJZmZmZg5cyZ2796NrVu3onv37rj99tuRl5eHhx56CIcPH471ENsF7P1hNBrRq1cv73Y7oUR39+7d8dFHH8l233YwkpKS8Pnnn2P27NlRr9AZPHgwtmzZErGAl3I7EHAu31GgBGl8I91893v70no+j0a4s3Cxv2az2e8VKA9MINi8MLGs4hTRDJKbm4uNGzeif//+GDZsGDZs2CDwsAghKSwsxNKlS3HLLbcI+pS+X79+KC0tRW5uriDtabVa9O/fX5C2xIIiHvFNR7VtNpsNLpcLtbW1ooju1pNzawfp7Nmz7Tq6rVKp0NLSgoULF2LKlCn48ccfOZ+rVCoxbtw4EUfHDYZh8Kc//QkfffQRPvnkE0yZMoVzll4WNoFOUVERRowYgS5duoR0xMKV/pJadFOEW3jOnDmDtWvXYu3atVAqlbjqqquwZ88e9OnTB6+99lqshydrWt8fDMOgsLAQxcXFSEhIiEp0q1Qq3HnnnViyZIlsc+aEQ6FQ4JFHHsHu3btx00038X4oVlBQgLfeegs//fQTioqKIh6HTqdDampqxOfzxe12B81Gzkd0R5pvKdx8HilcBHdBQQGMRqP3NWfOHE7jnTFjBi688EL069dPkLFGAu9HEuyXyyYWmD17NsaPH49HH31U8MERwpGYmIhZs2Zh4sSJePPNN6NaItulSxdcfvnlIaMWkTB48OCIDYBU+Dpe5IDFFx3Ztnk8HhiNRlgsFtTW1iI9PV2wiB6XyfnUqVOC9CU07FhdLpd3j5pKpYJCoYDD4UBlZSW2bNmCVatWRVxH+/LLL49JgstQ9OnTB3369MGjjz6KEydOYM+ePTh69CgqKirQ0NDg3TdoMBiQmpoKnU7nFQVc9wRyrbPdOnu5mPslQwlrsvfccTgc+O9//4v3338f3333HYqLizFjxgzceuut3i1uK1euxN13342HHnooxqOVJ6Huj9TUVAwdOhSVlZU4deqUV3QrFIqwD0y1Wi2uvPJK3HPPPe1WaLemW7du+PjjjzFnzhx88sknWLNmDbZv3x4wi3tBQQHGjBmDiRMnYty4cYJEZoFzNdPr6+sFaYsLarU6qE1qXTIsWCQ7kpURYoltgFuW8vLycr9tslw0Q2lpKfbu3YuffvpJmIFGCO9fWuunJY8//jh69+6NO+64Q7BBEeLRq1cvzJs3DydOnMCqVauwfv16nDhxIux5KSkpGDRoEPr06YOUlBTBl9f16tULnTp1ErRNMSDBHb90dNumUqmQkZGBmpoawUQ3l8nZ4/Ggqqoqqn7EoqKiAn/9619F7eO+++4Ttf1oYBgGXbt2RdeuXQN+XldXhxUrVkCn0/FyvLiKbRapRDcJbmHIzc2F2+3GlClTsG3bNgwcOLDNMZdccglSUlIkH1t7gMv9oVAokJeXh9zcXJjNZtTU1ECtVrcRmWq1GgUFBejTpw9KSkpw8cUXS5LXJxYUFBTgkUcewSOPPAKn04lTp06huroaTqcTer0e+fn5ov3munTpgn379vFKWBYpCoUirD0KJ7q1Wi3vhw1iim12zOEEN5tUkyvTp0/H6tWrsWnTJuTn5wsyzkjhLbiPHTuGzMxMv/cmTZqEoqIibN++XbCBEeLSpUsXPPjgg7jmmmuwdetWmEwmmEwmNDc3w+FwQKlUQqfTeZdt6HQ60faw5efnx3SZBx+oDnf8QrbtXERXKNHNdXJml0XKEb5LqvlSVFQkaOKf9gBfsc0iheiO9zqwUvHaa69h8uTJISNoKSkpOHbsmISjkoZoH8zwvT8YhvH6afX19bDb7Vi5ciW0Wi3UajUSExM75MMilUoV8mGh0CQkJKBTp06SrNbi+n2GEt18KxiJLbbZ8Qplfz0eDx544AGsXLkSGzZskEVCQN6Cu0uXLgHf79u3L/r27Rv1gAhp6datGzweD3bt2tVGbEhBfn4+hg8f3m4mBIpwxy9k284hhOjmMzlbLJZohywaYtcoffbZZzuUkItUbLOILbopwi0Mt99+e6yHEDO0Wi2cTmdE50Z7fyQlJcHj8UCtVtPqgRjQu3dv2W2PCiS6NRoNr+XkUohtdqxCCe7S0lIsXboUX3zxBfR6PSorKwGcyyifkJAQ9VgjoePM9ERQunfvjhEjRojuXLamR48eGDFiRLtyOCmJDtERYEW3w+HgnUiN7+TMNctoLLDb7YLt8WvNZZddFlEJmvZKtGKCRcxEapQ0jYgWt9sNk8nEO6eDUPeHWPaKCI/RaAz64D6WtE6klpSUxNmeSSW22XEKVSXi7bffhslkwpgxY5Cbm+t9LV++XKTRh4fuTALAub0ver0e27Zt80YPxEKtVmPw4MEoKCgQtR8xoAg30VGIJNIdyeQs97q8WVlZqKioELRNvV6PBQsWdBgbIpSYYBEr0k0RbiJa7HY7lEolampqONtAoe8PInb0798fZ86ciTiJpliwotvpdKKpqYnTNlEpxTY7xmCBv0iWlMuN9hNaJEQnJSUFl112Gfr06SNatDs/Px9XXHFFuxTbANXhJjoWfCLdkU7OcpwYfRHDFr777ruyjIREQrjVD2KJCTEi3VSHmxACg8EAtVqNmpqasMKLxHZ8odPpMGTIkFgPIyBqtRrZ2dmizufREO/2t/1fASEoSqUSffr0wfjx49GtWzfBnM3c3FxceumlGDlyZMz2TwgFLS8kOhJcRHc0k7Pcl0AKXerlqaeewg033CBom7HEbrcHXaUgtpjwFd3Nzc2CtEnLyYloYevRhxPdJLbjk06dOqFHjx6xHoYfDMMgJSUFCQkJos7n0RDvglveng4RMxISEjBo0CD07dsX5eXlOHXqFO+9nEajEZ06dULnzp2RnJws4milg5aUEx2RUMvLo52cudTRjBUqlUrQpG4zZ87EY489Jlh7coBhGNTX10OtVvt991KJCbbturq6qNuiJeWEULCiu7a2NuDychLb8U3//v3R1NQk+HakSDEajd65Vsz5PBrivUoECW4ZY3aKu5eaEwogs0smMrtkwul0or6hHiaTCU1NTbBZbd5snEqlEhqtBkmJSdDr9UhNS4VOey4LohvugNdiULW/WpDRCO45c+bgP//5D37//XckJCRg1KhR+Oc//4levXqFPG/FihV44okncPz4cfTo0QP//Oc/cdVVV0V8DQQRCYEmaQBRT858y5NIiZCT/LPPPotHH3007oSbRqOBy+XyExVSiwm9Xi9I8j0hBTfZeyKY6CaxHf8oFAqMGDECW7Zs8WbIBs4n1aupqUFdXR0sFgtcLhfUajX0ej3S0tKQkZGB5ORkweYfo9HYZp4Vaz6PBhLcRMxY17Au1kNoiwpA+v9/BaAWtef+p+X/v0IwMWOigAOThmjqcG/cuBGlpaUYNmwYnE4nHnvsMVxxxRXYv38/kpKSAp6zefNmTJkyBXPmzME111yDpUuXYsKECSgrK2s3tcuJ+MF3kq6pqQEAOJ3OqCbnpKQkKJVKuFwuIYcqCCaTKeo2jEYjFi1ahOuuu06AEckPhmGQmpoKs9mMmpoaaLVaWK1WycWEEA9uhHT4yN4TQFvRHav7g5AepVKJUaNG4ddff8XOnTuxa9culJWVcXo4qNfrMWzYMPTv3x8GQ2TBKd9l5IEQYz6PBhLcBEF4iSbCvWbNGr9/L168GFlZWdixYwcuvvjigOfMnTsX48ePx9///ncAwHPPPYe1a9di/vz5WLBgQQRXQBDRodFokJ6e7p2go52cFQoFMjIycPbsWaGGKBh79uyJ6vwrr7wSb775JvLz8wUakTxhGAbp6ek4c+YMrFYrdDpduxQTQka4yd4TLKzobu/3B8GfzZs3Y+7cuTh06BCv8xobG/H999/j+++/x8CBA3HJJZfw2pqpUqmQkpISdm4Wej6PhngX3O3/CghCQgIl0jGbzX4vrksb2ehZWlpa0GO2bNmCsWPH+r03btw4bNmyJcIrIIjocLvdfqUDzWYzr9wOgcjLy4t2WIKjUCiwbNmyiM4dMGAAvvjiC6xatSruxTZLU1OT9/9tNpvsyuJwgUsdbrL3RCTEw/1BcMdsNuPRRx9FaWkpb7Hdml27dmHu3LnYvXt32LmWYRgkJSVxFs5izOeREu9J09r/FRCEhARywAoKCmA0Gr2vOXPmhG3H7XZjxowZuPDCC0MuFaysrER2drbfe9nZ2X57gghCKnwTqmRmZiIzM5NTiZFw5Ofny25CdblcvO4zrVaLiRMn4uuvv8a2bdtw5ZVXxt1+7WA0NTV596Tm5uZyLokkJGw+kWjgIrjJ3hN88d2zHav7g5CO48eP49Zbb22zyiUa3G43/vvf/2LdunVBS2lqtVqkp6fDaDRymk/Fms8jha3DHeglN/8gEmhJuYwZmzI2/EGEpATaw11eXu63x4ZL1uXS0lLs3bsXP/30kzgDJQiBCZa9NFi2Uz5otVp07twZx48fF3jUkeN0OnH55ZfjwIEDqKioaOOAZGVloWfPnhg8eDAuvvhiXHLJJR1ymajT6URTUxNSUlK81x8qO7MY2O12Qfbbc1nSSPae4EOgBGlS3x+EdBw6dAh//vOfBS8n6dt+VlYWMjIyAJyzSzqdDomJibx+R2LO55ES70vKSXDLmPaYxTveCbSH22Aw8EpqMX36dKxevRqbNm0Ku9w0Jyenzd7Ws2fPIicnh+fICSJyQpUKCVVihA9FRUU4efJkzJaz+ZKVlYWLL74YU6ZMAXAu2m0ymWCz2aBWq2E0GqFWq2M8SnngcDiQnJzs97AhXEkkIbHb7aipqYFSqYy6LS57uMneE1wJlo1cyvuDkI4zZ87g/vvvF01ss9jtdlRVVaGoqAgJCQm851sp5vNIiHfBLZsrcDgcePTRR9G/f38kJSUhLy8P06ZN41TD7s0330TXrl2h0+kwYsQIbNu2ze9zq9WK0tJSpKenIzk5GZMmTZJlgh5C/gRaYsgVj8eD6dOnY+XKlfj+++9RWFgY9pySkhKsX7/e7721a9eipKSEV99EbGnP9o1LXU52ko5mOVpycjK6d+8uxJCjgmEYFBcX+72nVCqRlpaG3NxcZGRkkNj2Qa1WB8y6zYoKMZfPsmJbrVZHnMnXFy5LyrlC9r5jE670lxT3ByEddrsdf/vb37zJx8SmpaUFJ0+e5G2XpJrPI4H2cEtEc3MzysrK8MQTT6CsrAz/+c9/cPDgwbClVJYvX46ZM2fiqaeeQllZGQYMGIBx48ahqqrKe8xDDz2EL7/8EitWrMDGjRtRUVGBiRPbX0kqIvZE44CVlpbi448/xtKlS6HX61FZWYnKykq0tJyvnzZt2jTMmjXL++8HH3wQa9aswSuvvILff/8dTz/9NLZv347p06cLdk2E+LRX+8ZlcmYRYpLu06dPzJdlFxUVISUlJaZjaE+oVMEXyokpKnzFtlBRGCEFN9n7jktzczOnOtskuuOHRYsWYd++fZL2WVVVherqas7HSz2f84UEt0QYjUasXbsWN910E3r16oWRI0di/vz52LFjB06ePBn0vFdffRX33Xcf7rrrLvTp0wcLFixAYmIi3nvvPQDnMoMuWrQIr776Ki699FIMGTIE77//PjZv3oxffvklaLs2m61NNlKCiMYAvP322zCZTBgzZgxyc3O9r+XLl3uPOXnyJM6cOeP996hRo7B06VK88847GDBgAD777DOsWrWKarK2M+Rk37jaNj6TM0u0k7RKpcKIESNCijgxyczMRO/evWPSd7wihqgQQ2wDwjp8ZO87JiqVCk1NTZzrbJPobv9UVFRg0aJFMen7jz/+gMvlCntcLOZzvpDgjiEmk8lbuD0QdrsdO3bs8CujoVAoMHbsWG8ZjR07dsDhcPgdU1RUhM6dO4cstTFnzhy/TKQFBQXCXBTRrol2iWGg15133uk9ZsOGDVi8eLHfeZMnT8bBgwdhs9mwd+9eXHXVVQJcCRFrYmXfuNi2SCZnlmgn6ZSUFIwYMULyDN8GgwEjR46Mi4ldbggpKsQS24DwS8rJ3nc8VCoVkpKSeK3UEfL+kEMOjI7Gu+++C4fDEZO+bTab30O7QMRyPucDCe4YYbVa8eijj2LKlClB92bV1NTA5XKFLKNRWVkJjUbTxqkNV2pj1qxZMJlM3ld5eXl0F0TEBdE4YATBEkv7Fs62RTM5s0Q7Sefm5mLEiBGSTbIGgwF/+tOfOGWcJiJDCFEhptgGhBXcRMfE6XQiMTGR93lC3B8Oh4Mi5BJjMpmwevXqmI6hoqIiaKkwOcznXCHBLRJLlixBcnKy9/Xjjz96P3M4HLjpppvg8Xjw9ttvx2R8Wq3Wm42Ub1ZSIn4hB4zggpztWyjbJsTkzBLtJJ2fny+JCM7OzsaYMWOQkJAgaj9EdKJCbLENkOAmoieaevDR3h/19fX0O5WY77//HjabLaZjaGlpCbg1TE7zORfiXXDHrCzYddddhxEjRnj/3alTJwDnndETJ07g+++/Dyl0MzIyoFQqQ5bRyMnJgd1uR0NDg18UiEptEJHAMIz3xqeJjQhGe7RvQk7OLNGWGMnMzMTYsWOxY8eOkCuSIkGpVKJPnz7o2bMn3csSEklJJCnENuBv3wN9RhBiE839oVKpqLyYxGzcuFHyPpVKZZsl7HV1dTAajd5/y3E+D4dCoQha3jEeBHfMrkCv16N79+7eV0JCgtcZPXz4MNatW4f09PSQbWg0GgwZMsSvjIbb7cb69eu9ZTSGDBkCtVrtd8zBgwdx8uRJKrVB8IYiHgQX2qN9M5vNgk7OLNE+GU9ISMCFF16IkSNHIjk5WZAxderUCZdffjl69epF93EM4BPJk0psAxThljvtubwiHyK9P1JTU+l3KiEejwe7d++WvF+lUtlm5ZdvhFsMsc0iZqQ73iPcsrkCh8OBG2+8Edu3b8eSJUvgcrm8ZTR8jc1ll12G+fPne/89c+ZM/Pvf/8YHH3yAAwcO4P7770dTUxPuuusuAOeyA99zzz2YOXMmfvjhB+zYsQN33XUXSkpKMHLkSMmvk2jfkANGRILc7ZtGo4HL5RJ8cvZtP5pJmmEY5Ofn44orrsDIkSORnZ3N+/7TaDTo1q0brrjiCpSUlAgm3onI4CIqpBTbAAluudNeyytGQiT3B/1GpaWurg51dXWS9+tyuaDT6aDT6bzvNTU1ARBXbLOIJbrjXXDHbEl5a06fPo3//ve/AICBAwf6ffbDDz9gzJgxAICjR4/6FZa/+eabUV1djSeffBKVlZUYOHAg1qxZ45do6LXXXoNCocCkSZNgs9kwbtw4vPXWW6JfExF/+DpeNLkRXJG7fVMoFDAajaIuR2y9HC2SvBgKhQL5+fnIz8+HzWZDVVUVamtrYTab0dzcDIfDAbfb7Y0AJCcnIyUlBRkZGZIINoIfoZbPSi22AYQU1mTvYw9bXtGX+fPnY/jw4Th58iQ6d+4c8Dzf8ooAsGDBAnz11Vd477338I9//MNbXnHp0qW49NJLAQDvv/8+evfujV9++SVmwRm53R+EP7FaAeFyuWC1Wr15R6xWKxwOBxwOBxoaGkQV2yyt53MhcqCEEtbx8PuWjeDu2rVr0Cx7vhw/frzNe9OnT8f06dODnqPT6fDmm2/izTffjGaIBOFnEOLBABDSIHf7ZrPZJKl97TtJ19fXRzVJa7VaFBQUUMnGdk4gUQEgJmIi3h2+eIRrecVZs2Z53+NbXjGY4LbZbH4JswIlrooWOd0fhD8WiyVmfdtsNrjdbj/RzUabxRbbLL7zuRBl0eLd/rb/KyAICaElhkQ8wuVhgFCwk7TT6YTVapWsX0K++C6fra6uRnV1dUzEBC0pb1/EunzsnDlzYDQavS+xHv7J5f4g5IXVakVLSwsSEhKQmpoKp9MpmdhmYedzl8sVdVvxvqS8/V8BQUgIOWAEET0ajYay6RJ+KBQKP9FkMBgkd7JIcMsLOZdXBIBZs2bBZDJ5X+Xl5aL1JYf7g/BHr9fHegh+D611Ol1M5lWNRiPICrl4F9yyWVJOEO0B2sNNENHT2NgIm81Gta8JL3a7HbW1tVCr1QCA2tpayaM1tIdbXsi9vKJWq22TLVos5HB/EP60XjURC/R6PTweD9xuN2w2GxobGyV/ENDY2MirZnww4n1JOQluHiQmJqKhoQFOpzPWQyEiQIj9NrSHm4hH1Go1nE6nIJNmOJqammCxWJCQkACFQgGTySR6n4Q4mEwmOJ3OqPfvORwO1NfXQ6VSeWvJ1tfXo6qqCqmpqV6REQoh5uV4d/jaG3q9vo148C2v+MMPP/AqrzhhwgQA58srsrkxfMsrTpo0CYC8yse2TpAGgFedbkIcUlNTvXuYY4Fer4dSqfSKbIPB4M0jIJXobmxshNlsRlJSUtRtxXsdbhLcPJg0aRJWr14NpVIJj8cDu90Oj8cDjUbj92NgHRC1Wi16IqJgfbndbtjtdjAMA41GI+rT+WB9hfobCQ2X70OI/inCTcQjRqMRVVVVnIRNNDidTrjdbigUCjidTng8Hnz99ddQKBRkr/4/7Wn+cDqdaGhoAMMwEf+93G43nE4nGIaBSqXy7pn1eDxwOp2oqKiASqUK274QpWkowi1v2PKKZWVlWL16tbe8IgCkpaV5hedll12GG264wSuoZ86ciTvuuANDhw7F8OHD8frrrwctr5iWlgaDwYAHHnhAFuVjg2UjD5a9nJAOhmEwYMAArF+/XvJ+k5KSoFAo0NjYCJfLBaPR6BXZUoluVmwbDIagQpkP8f7AkwQ3DxITE73lZurr6+F0OoM+fWejOMnJyYI8+QlEU1MTmpqagvahVqtRX18Pl8uF1NRUURwGh8MBs9kMlUoVsA+dTof6+npYLBbOkQq+eDweTt+HEJE0EtxEPMIwjFf4iOW42e12uFwuKJVKaDQauN1ueDweaLVaqNVqslc+tJf5g32QGangdrlccDgcYBgGarW6TRsMw8But8PhcECj0YR06khwxz9yL68oNKFKfwXLXk5Iy+jRoyUX3CqVCkqlEmaz2ZusLC0tDQAkE92+Yluv16O5uTnqNklwE34oFAqYzWa43W5kZWUFdU7ZJAKscyf0j76xsRHNzc1ISUkJ2rZGo4FarUZNTQ3MZrPgGS3tdjtMJhO0Wm3ItrOyslBbWwuTyST4k1i32+0thRDu+xAiiyIJbiIeYaPOrAASel+izWaDy+WCSqXya9vtdkOtVnuTqJG9Okd7mj9Ysc33u/JdeaTVagOez7Zrs9m8wjxY1F8Ie0yCW97IvbyikHCps91adLPbMQjpuPTSSzFnzhy0tLRI2m9TU5PXp01ISPCz42KL7tZiWyjiXXC3/yuQGLPZzLmovO+eisbGRsHGwOfHzqbsdzgcXkdPCLhMBiy+JS1qamoE2yfKOq9cv4/ExMSo+4y3rIkEwaJSqaBSqeB0Ov1qy0aLzWaD0+lsI7YDQfbqPPE8f7D5AhiGCSq2WVhBzka7xcyhEu9Zcon2QaT2qr6+XrB7lOCGXq/HddddJ2mfLpfLL4DUqVOnNg8E5TB/8CXe7W/7vwIJYaOkfKIeQv/oI/mxC+008ZkMWIR2Yvk6r0JBZWKIeEar1QoquvmIbRayV+eJx/mDj9hmkUp0U1kwItZEY69UKpUkiS8Jf+655x7JstUD/ttntFpt0Ez6cpg/+CCk4N60aROuvfZa5OXlgWEYrFq1SvDx8oUENw8UCgWMRiNvcSfUjz6aH7tQTlMkkwGLUE5srMQ2QIKbiH+EEt2RiG0Wslfniaf5IxKxzSKF6CbBTUQLm58iEqK1V2LlviBCk52djfvuuy8mfXfv3j1kbgs5zB9cEVJwNzU1YcCAAbLZIgKQ4OaFzWaLOGtstD96IX7s0TpN0UwGLNE6sbEU2yzkfBHxTrSiOxqxzUL26jzxMH9EI7ZZYim6CYILvnl++CCEvWKrChDSc+edd2LAgAGS9pmdnc0pWZ4c5g8uCCm4r7zySsyePRs33HCDSKPlDyVN4wGXZB2hiDSRgZA/dtZpqqmpQW1tLWfDLsRkwBIouyaXSUIOYtv3xo+HPSUEEQxWKLOihqtwFkJss5C9Oo8c5w+u7QkhtllY0W2z2bwPQIQqnxbvSXsIcfF4PN7fZWVlJQwGA6ffjdPphMlkglKpREJCAqxWa0T9OxwOuN1uWCwW0UsKEm156qmncO+996K6ulq0Pti928nJycjPz+ecHZytsFRXVwebzcY5p1FzczOampqQlJQEpVIZtD/2wXw0OslisQS9XywWC4Dz8x+LVquVdDl/NNAdKTF8nSYxnizxdWKFdF5Z+DqxchDbAGUpJzoWfEW3kGKbhezVeeQ2fzQ0NHgz3AdDSLHNEkh0CwFlKSeiobGxEQsWLIj1MFBaWhrrIRAism3btlgPISiNjY28s+VrNBrk5OSgc+fOIY9LTk5GQUGB33tPPfUUnn76ab7DjAkkuGMAV6dJzGUcXJ1YMZxXFq5OrFzENkCCm+h4cBXdYohtFrJX55HT/FFVVeWtrR4IMcQ2S2vRHWofI1dIcBPRkJeXh/Lycuj1+nbxezGbzSgoKEB5eTkMBkOshxMR7f0a2vv4gfPXsH//fuTl5fE+X6fT4dixY2Efnno8njb3VXuJbgMkuGNGOKdJij0T4ZxYMZ1XlnBOrJzENkCCm+iYhBPdYoptFrJX55HL/JGamoqKigrYbDbodDq/v7mYYpvFV3QLsZ+bBDcRDQqFAvn5+bEeBm8MBkO7FXss7f0a2vv4gXPlySK18zqdDjqdTuARyQvalBRDgiUykCpBARA8EY4UzitLsMREchPbANXhJjouwRKpSSG2WchenUcO84darYZKpfLuXWW/DynENgsruoVqK57rwBIEQRCxgWaQGNPaaZLSWWJp7cTabDbJnFeW1k6szWaTndgGoi8Lxrc24IYNGwJmzK2srIzwCggiclqLbinFNgvZq/PIYf5QKBTQaDRe0S2l2PYdg1qtjrodIcuCka0nCIKIDRaLBbt27cKuXbsAAMeOHcOuXbtw8uTJmI2JlpTLgNbLA6V0llhYJ7a6ulpy55WFdWJrampQU1MDAMjMzJSN2AaiX1LO1ga8++67MXHiRM7nHTx40G+5UVZWFu++CUIIWi8vl1Jss5C9Oo8c5g+lUgmGYbwPYaQU2yxCLPkWckk52XpC7mi1Wjz11FPtah9sa9r7NbT38QPyvIbt27fjkksu8f575syZAIA77rgDixcvjsmYSHATBA+iFdxXXnklrrzySt7nZWVlISUlhfd5BEEQBDeEFNxk6wm5o9Vq202G52C092to7+MH5HkNY8aMibqUs9DQknIZ4LsMMJri9NHA7oFkI0dOp9Nvj6QUsHsgnU6nd1mm7x5JORBoT5/ZbPZ7+e5vFYqBAwciNzcXl19+OX7++WfB2ycIrvguIw+0p1sKyF6dRw7zh8vlgt1u99tP7bunWwqEcK647OEW296TrScIgog/SHDHmNZ77oIlwhGT1gmHtFptwMREYtI64ZBWqw2YmCjWBNrTV1BQAKPR6H3NmTNHsP5yc3OxYMECfP755/j8889RUFCAMWPGoKysTLA+CIIrrfdsB0ukJiZkr84jh/nD7Xb77dlWqVR+e7ql+j4cDkfU7XDZwy2WvSdbTxAEEb/QkvIYEizBDdc6q0IQLLsv17q3QhAsuy/XurdSEmhJeev6iULuY+nVqxd69erl/feoUaNw9OhRvPbaa/joo48E64cgwhEsQRrXOt1CQPbqPHKYPxwOB5xOZ5s92yrVOdfCbrfDZrOJup/b7XYL9rCHy5Jysew92XqCIIj4hSLcMSJcNlkpIhXhSukEK8EjJOFK6QQrwRMrAkU82KWc7EvsxBHDhw/HkSNHRO2DIHwJl41cikg32avzyGX+qK+vD5ogTYpINyu2PR6PV+RHA5cIt5T2nmw9QRBEfECCOwZwLd0iptPEtW6tmE4s17q1chLdcqjLumvXLuTm5sakb6LjwbX0l5iim+zVeeQ0f6hUKm+G8kCIKbp9xbZGoxHEHsutDjfZeoIgiPiABLfE8K2TKobTxNV5ZRHDieXqvLLISXRHWoMbCF8bcNasWZg2bZr3+Ndffx1ffPEFjhw5gr1792LGjBn4/vvvUVpaGvV1EEQ4+NbZFkN0k706j9zmj5SUlLDfhxiiu7XYFiK6zSJEDW6AbD0hPQ6HA48++ij69++PpKQk5OXlYdq0aaioqAh77ptvvomuXbtCp9NhxIgR2LZtm9/nVqsVpaWlSE9PR3JyMiZNmoSzZ88Kfg3hxtGaFStWoKioCDqdDv3798fXX3/t97nH48GTTz6J3NxcJCQkYOzYsTh8+LDg4waAOXPmYNiwYdDr9cjKysKECRNw8ODBsOfJ6Rp8efHFF8EwDGbMmBHyOLmOX26Q4OZBtHU++TpLLEI6TXydVxYhnVi+ziuLHER3tE7Y9u3bMWjQIAwaNAjAudqAgwYNwpNPPgkAOHPmjNchA859X3/729/Qv39/jB49Grt378a6detw2WWXCXNBBBEEvmKbRUjRTfbqPO15/hBSdMdCbEdi78nWE1LT3NyMsrIyPPHEEygrK8N//vMfHDx4ENddd13I85YvX46ZM2fiqaeeQllZGQYMGIBx48ahqqrKe8xDDz2EL7/8EitWrMDGjRtRUVHBq748F7iMw5fNmzdjypQpuOeee7Bz505MmDABEyZMwN69e73HvPTSS5g3bx4WLFiArVu3IikpCePGjYPVahV07ACwceNGlJaW4pdffsHatWvhcDhwxRVXoKmpKeg5crsGll9//RULFy5EcXFxyOPkOn45wnjkVqhMppjNZjz55JPo3bu3X8IUrkTqLAnZRqTOkpBtROq8CtFGc3Mz7r33XphMJt7fodlshtFoxK5du7x/+8bGRgwcODCi9ghCLpjNZvzzn/9EcnIy1Go1gMjFti/h2nC73XC73cjNzQ14D3d0e+WLXOcPu92OM2fOcF5y7XQ6/TKaR/J9BBPbDocDjz32mGD2vTVk74n2yK+//orhw4fjxIkT6Ny5c8BjRowYgWHDhmH+/PkAzt1nBQUFeOCBB/CPf/wDJpMJmZmZWLp0KW688UYAwO+//47evXtjy5YtGDlypCBjDTeO1tx8881oamrC6tWrve+NHDkSAwcOxIIFC+DxeJCXl4e//e1vePjhhwEAJpMJ2dnZWLx4MW655RZBxh2M6upqZGVlYePGjbj44osDHiPHa7BYLBg8eDDeeustzJ49GwMHDsTrr7/ebsYvVyjCzQO32w2TycQ7UiGEswREF6kQwnkFooscCeF4ArGNdMd6Tx9BiI0QYhuILtJN9uo88TR/RBPpFjOyzSK3PdwEES0mkwkMwyAlJSXg53a7HTt27MDYsWO97ykUCowdOxZbtmwBAOzYsQMOh8PvmKKiInTu3Nl7TLRwGUdrtmzZ4nc8AIwbN857/LFjx1BZWel3jNFoxIgRIwQbdyhMJhMAIC0tLegxcryG0tJSXH311W3GFQg5jl+u0AzCA7vdDqVSyctpEspZYonEaRLKWWKJxIkVynlliZXojnZJOUHIGaHENkskopvs1Xnicf6IRHRLIbYBYZeUE0SssVqtePTRRzFlypSgqzJqamrgcrmQnZ3t9352djYqKysBAJWVldBoNG1Eu+8x0cJlHK2prKwMO272PbHGHQy3240ZM2bgwgsvRL9+/YIeJ7drWLZsGcrKyjBnzhxOx8tt/HKGBDdPDAYDZ6dJaGeJhY/TJLSzxMLHiRXaeWXh68Q2NzdH3Sc5YES84nQ6BRXbLHxEN9mr88Tz/MFHdEsltgES3ET7YsmSJUhOTva+fvzxR+9nDocDN910EzweD95+++0YjrJjUlpair1792LZsmWxHgpnysvL8eCDD2LJkiXQ6XSxHk7cQYKbJ1ydJrGcJRYuTpNYzhILFydWLOeVhc/3ESpxBVfIASPiEYVCAbfbLbjYZuEiuslenacjzB9cRLeUYhsgwU20L6677jpvJvxdu3Zh6NChAM6L7RMnTmDt2rUhcw5kZGRAqVS2yTh+9uxZ5OTkAABycnJgt9vR0NAQ9Jho4TKO1uTk5IQdN/ueWOMOxPTp07F69Wr88MMPyM/PD3msnK5hx44dqKqqwuDBg6FSqaBSqbBx40bMmzcPKpUKLpdL1uOXOyS4IyCc0yS2s8QSymkS21liCeXEiu28snD9PpKSkgTpi/b0EfEGwzBQKBSiiG2WUKKb7NV5OtL8EUp0Sy22AdrDTbQv9Ho9unfv7n0lJCR4xfbhw4exbt06pKenh2xDo9FgyJAhWL9+vfc9t9uN9evXo6SkBAAwZMgQqNVqv2MOHjyIkydPeo+JFi7jaE1JSYnf8QCwdu1a7/GFhYXIycnxO8ZsNmPr1q2CjdsXj8eD6dOnY+XKlfj+++9RWFgY9hw5XcNll12GPXv2tHmIM3XqVOzatQtKpVLW45c74s9gcQrrNNXW1qKmpsbroEnlLLGwfZjNZu+/pXKWWFgntqamBrW1tV4DL4XzysLl+whkLPjiG+mgiAcRL3g8HkkEDSvonU6nt0+HwwGTyUT2qoPOH+zvzm63w2azeX8jUottACEj2WTvCbnjcDhw4403oqysDKtXr4bL5fLuk01LS/Patcsuuww33HADpk+fDuBcybo77rgDQ4cOxfDhw/H666+jqakJd911F4BzSa7uuecezJw5E2lpaTAYDHjggQdQUlIiWIZyLuOYNm0aOnXq5N1f/OCDD2L06NF45ZVXcPXVV2PZsmXYvn073nnnHQDw1pCePXs2evTogcLCQjzxxBPIy8vDhAkTBBs3S2lpKZYuXYovvvgCer3e+7c3Go1ISEiQ/TXo9fo2+82TkpKQnp7ufV/O45c7JLijoLXTpNVqYbVaJXOWWHydJtZpkcpZYvF1YmtqagCcc6qlcF5Zwn0fQu7hZv+fIOKBaOoi86W16K6vr4dWqyV71YHnD1/R7VubVUqxDZDgJto3p0+fxn//+18AwMCBA/0+++GHHzBmzBgAwNGjR712DzhX2qm6uhpPPvkkKisrMXDgQKxZs8Yv0dVrr70GhUKBSZMmwWazYdy4cXjrrbcEHX+4cZw8edLPJo0aNQpLly7F448/jsceeww9evTAqlWr/ETjI488gqamJvz5z39GQ0MDLrroIqxZs0aUPcrsXnn278zy/vvv484772wX1xCO9j7+WCLbOtx/+ctfsHDhQrz22muYMWNGyGPffPNNvPzyy6isrMSAAQPwxhtvYPjw4d7PrVYr/va3v2HZsmV+hqJ11rxQmM1mPPLIIxg2bBgSExP9PnO73Thz5gwAQKfThV3CIxa1tbVeZyU3NzcmS+BsNpvXkGdkZIi6RDUYwb4PIepwHzp0yK8Od8+ePakuK8EbOdm3QHW4paClpQUejwc6nQ6dOnUie4X2N3/wrcMdDt/tBuwWBK4IUYfb1763huw9QRAEESmy3JS0cuVK/PLLL8jLywt77PLlyzFz5kw89dRTKCsrw4ABAzBu3DhUVVV5j3nooYfw5ZdfYsWKFdi4cSMqKiowceJEwcbrm4zLZrNJWheahY1MBBqTVLjdbu/SROCcEyNl5IxFzO+D9vQR0dLe7JsYOJ1OP9tA9uocHX3+cDgc3n87HA7Jvw/aw00QBEGIgexmkNOnT+OBBx7AkiVLOEVbXn31Vdx3332466670KdPHyxYsACJiYl47733AJwrPL9o0SK8+uqruPTSSzFkyBC8//772Lx5M3755Zeg7dpsNpjNZr9XIHz33OXm5kpeFxrwT3CTm5vLu86qEPgmHMrMzERmZiavurdCIfb3QVlriWiQg30LZNuk/C07nU7Y7XYwDAOVSoXk5GSyVzR/ePdsa7VaaLVaXnW6hYKylBMEQRBiICvB7Xa7cfvtt+Pvf/87+vbtG/Z4u92OHTt2YOzYsd73FAoFxo4diy1btgA4l+be4XD4HVNUVITOnTt7jwnEnDlzYDQava+CgoI2x7ROcMO3zqoQBEpww6fOqhAEyu7Lp+6tUIT7PpxOZ9R9kANGRIpc7Fsg28aWBRMbX7Gt1WqhUCiQlJRE9qqDzx+tE6TxqdMtJCS4CYIgCDGQleD+5z//CZVKhb/+9a+cjq+pqYHL5WqzVzE7O9ubHbCyshIajQYpKSlBjwnErFmzYDKZvK/y8nK/z4Nlk5XSaQqVTVYqpylUKR0pnVgu34fJZIq6H3LAiEiRi30LZtucTqcgD6WC0Vps+94/ZK/O0RHnj2DZyGMhuklwEwRBEGIQM8G9ZMkSJCcne18bN27E3LlzsXjxYllMbFqt9v+1d+9BUZ3nH8C/3HZBEKxoWVERGkWrFUVRQ5yOtjAlynjJOMY2CLFRo6k6oaYN2lSxE6OJmtExIzbTRpgoI5GMibY6Gksk8VqLSmNEHbMimshd2UW5776/P/ydUxZ2l91lz+4C38/MjnD2Ped9jwvPeR7O5UVwcLDJS9LV1C2uSJpsmbpF6aTJlnlrXZHE2vp5OGtaMOl+Pk/4OSXP5MnxzVxsMxgMAJ7GFSWKbnNntjtivHqqLx0/upr6y9VFd/v43vHl7t9bIiLqudxWcM+dO9dkcvXz58+jqqoKERER8iVlZWVleOONNxAZGWl2G4MGDYKPjw8qKytNlldWVkKj0QAANBoNWlpaUFdXZ7GNPRoaGmyaJ1XJpMmeeVKVSppsSV4lSiaxts5b6+3t7ZQny/KMB9miJ8Y3Pz8/eHl5Ob3otqXYljBePdUXjh+2zrPtyqKbZ7iJiEgJbiu4+/fvj5EjR8qvV199Fd98841JkhoeHo4//vGPOHnypNltqFQqTJ48GQUFBfIyo9GIgoICxMfHAwAmT54MPz8/kza3bt3CvXv35Da28vX1xZMnT2yeJ1WJpMmeZEni7KTJnuRVokQSa2vyKnHGU2aZgJEtemJ8a3+pt7OKbnuKbQnj1VO9+fhha7EtcVXRzYKbiIiUYPsklwoLDQ3tNP+on58fNBoNRo8eLS9LSEjACy+8gNWrVwMA1q5di5dffhlxcXGYOnUqdu3ahSdPnuC3v/0tACAkJARLly7F2rVrMXDgQAQHB2PNmjWIj4/Hs88+a9cYfX19ERgYaFOyJJGSptraWtTU1Nic8JnjSLIkkcYsPW3dnn1oz5HkVSIlsTU1NaitrbV7H9qzN3l1lvaJFxMwslVPiG/A03ilVqtNpqeyZy7k9hwptiWMV0/1xuOHvcW2RGorTWFm78+ULawV1oz3RO710Ucf4ZNPPsEXX3yhaD8nTpzAunXrcOXKFU4HSE7jMQW3rbRaLWpqauTvFy1ahOrqamzcuBEVFRWYOHEiTpw4YfKgoZ07d8Lb2xsLFixAc3MzkpKSkJWVZXffbW1t6Nevn93rOSNp6k6yJOlu0tSd5FXijCTWXcU28L95WqWviZzJnfFN4oyiuzvFtoTx6qnedPxwtNiWKF10W5tvm/GeyH2ampqwYcMG5OfnK97X888/jw0bNiA3NxepqamK90d9g5cQQrh7ED2BXq/Hm2++iSlTpjhUdAOOJ4DOSJbacyQBdEby2p6j+9Sd5LWhoQHLli2DTqez+35uvV6PkJAQPHjwQF5Xr9cjPDzcoe0ReQq9Xo/33nsPQUFBJnODO1og2VpsG41GGI1GDBkyxGo86avxqiNPPH6o1WqUl5dbLVSlsXe32G7P3M9Ya2sr/vSnPzktvptrw3hP5B4HDhzA5s2bcfPmTZf0t2fPHuTk5OA///mPS/qj3o9/snUhR+7Jc3ayBNh/T56zk1fAsXsk3XlmW8J7+qivkM5023NPtzPObHfEePWUJx4/njx50mV7ZxfbgHL3dPMebiJlVVdXQ6PRYMuWLfKy8+fPQ6VSmTyLpKO8vDzMmTPHZNnMmTORnp5usmz+/PlYsmSJ/H1kZCQ2b96MtLQ0BAUFYcSIETh69Ciqq6sxb948BAUFISYmBkVFRSbbmTNnDoqKiqDVah3fWaJ2WHC7mD1JkxLJksTWJFaJ5FViTxLrCcU2wIKb+hZ7im4lim0J49VTnnb8ePz4sdWfCSWKbUnHotsZF+ux4CZS1uDBg7Fv3z5s2rQJRUVFqK+vR2pqKlavXo2EhASL6509exZxcXEO9blz505Mnz4dV69eRXJyMlJTU5GWlobFixfjypUreOaZZ5CWlmYSQyIiIhAWFoYzZ8441CdRRyy43cCWpEnJZEnSVRKrZPIqsSWJ9ZRiG/jfPX5dXUJJ1FvYUnQrWWxLGK+e8qTjR1BQEIxGo9kxKFlsS9oX3a2trd3enqU5uBnviZxn9uzZWL58OVJSUrBy5UoEBgZi69atFtvX1dVBp9MhPDzc4f5WrFiBUaNGYePGjdDr9ZgyZQoWLlyI6OhoZGRk4MaNG52m4AwPD0dZWZlDfRJ1xCOIm1hLmlyRLEksJbGuSF4l1pJYTyq2AZ7hpr7JWtHtimJbwnj1lKccPwIDA+Ht7Q2DwYDm5mZ5uSuKbYlUdDsDz3ATucaOHTvQ1taG/Px85ObmQq1WW2zb2NgIAPD393eor5iYGPlr6YGj48eP77SsqqrKZL2AgAA0NDQ41CdRRyy43chc0uTKZEnSMYl1ZfIqMZfEelqxDbDgpr7LXNHtymJbwnj1lKccP3x9feHj44O2tjb5fmpXFdvtx+CMflhwE7mGVqvFgwcPYDQacffuXattQ0ND4eXlhUePHnW5XYPB0GlZ+4eBSr/H5pZ1vGLp4cOHGDx4cJd9EtmCBbebtU+aqqurUV1d7dJkSdI+iS0vL3dp8ippn8SWl5d7XLENdL/g/vrrrzFnzhyEh4fDy8sLn3/+eZfrFBYWYtKkSVCr1Rg5ciRycnLsHziRE7Qvupubm9Hc3OzSYlvCePWUpxw/pMK6ra0NjY2NLi22Jc7YX2cW3Iz1ROa1tLRg8eLFWLRoEd5++20sW7as09nl9lQqFcaOHYuSkpJO73W8DPzOnTtOGWNTUxO0Wi1iY2Odsj0iFtwewNvb22SakeDgYLfcLxYYGCh/rVarXZq8SlQqlcmlRe3H5Am6e0/fkydPMGHCBOzZs8em9qWlpUhOTsYvfvELFBcXIz09HcuWLcPJkyft7pvIGby9vU3ODvj5+TFemRmTq3jK8aPjGSNXFtvO4sx7uBnricx76623oNPpsHv3bmRkZCA6OhqvvPKK1XWSkpJw9uzZTsuPHDmCw4cPQ6vV4p133kFJSQnKysrwww8/dGuMFy9ehFqtRnx8fLe2QyTpeUfEXqilpQW1tbVywlJbW+vyszXSZZnS2aqmpibU19e7/OxyfX09mpqa4O/vj+bmZtTW1rr8bI017c90OHKGe9asWZg1a5bN7f/6178iKioK77//PgDgpz/9Kc6ePYudO3ciKSnJ7v6Juqv9ZeQA5PuHXVlgMV79jyccP4QQ8s+El5eXfFm5tfsyPZG1M9n2xnvGeqLOCgsLsWvXLpw+fVr+Q+H+/fsxYcIE7N27F6+99prZ9ZYuXYq4uDjodDqEhITIy5OTk7Ft2zZcvXoVM2fORFZWFv7whz9g//79WLduncPjPHjwIFJSUtCvXz+Ht0HUHgtuG0nTBbR/MIwztLW1QafTwcfHR/7F1uv1qKysREhIiEuSWKPRCL1eD4PBIPcphMDDhw/R3NzssoDT0NCAJ0+eIDAwEAEBAfDz84NOp0NFRYVTztpIn113po+pr6+XEy/poU16vd6kjVqtdlqieeHCBSQmJposS0pK6jT3JJGjpN8Ho9HY5ZOejUaj/MA0qcBrbW1Fc3MzDAaDXb+j7WOqLXN8tx9DX4hXtnD38cNgMMBgMMifn6+vL7y9veX7+41Go8v+ECP94cdZ8d3ce4By8Z6xnvqCmTNndjrOREZGQqfTWV1v7NixSE5ORlZWFtavXy8vHzp0KPLz803ati/azd0f3jFGREZGmiyrqanBp59+2mlubqLuYMFto9raWnz44YfuHgY5QW1trclfSG2hUqmg0WgwfPhwk+VBQUGdlmVmZmLTpk3dHSYAoKKiQn6CpiQsLAx6vR6NjY0ICAhwSj/Ud9XX12PLli3uHgaRU9TX1zstvnekZLxnrCeybvv27fjHP/6heD93795FVlYWoqKiFO+L+g4W3DYaOHAgAODevXt2H8x7Ar1ej+HDh+P+/fsm9wP2JjqdDhEREfJnaQ9/f3+UlpZ2mm9WCNHpjEhPu4yS+rbw8HDcv38f/fv39+gnMffEGMUxu4Y05pKSEofm6rUU3ztivCdyn8jISKxZs0bxfuLi4hAXF6d4P9S3sOC2kXR5YEhISI9JQhwRHBzcq/cPcPxptv7+/g7PA+kojUbT6SmclZWVCA4O5hkPcgpvb28MGzbM3cOwWU+MURyzawwdOrRHxff2GOuJ7FNYWOjuIRDZzDOeREVEZsXHx6OgoMBk2alTp/jkTCKiXoSxnoio92LBTeRCjx8/RnFxMYqLiwE8nQqmuLgY9+7dAwCsX78eaWlpcvuVK1fizp07ePPNN3Hz5k1kZWXh0KFD+P3vf++O4RMRkQ0Y64mISMKC20ZqtRqZmZm99n6t3r5/gGfsY1FREWJjYxEbGwsAWLt2LWJjY7Fx40YAQHl5uZyQAUBUVBSOHTuGU6dOYcKECXj//ffx97//ndPEUJ/jCb+/9uKYXcMTx8xYT0REEi/RnTk0iIiIiIiIiMgsnuEmIiIiIiIiUgALbiIiIiIiIiIFsOAmIiIiIiIiUgALbiIiIiIiIiIF9NmCu7W1FRkZGRg/fjwCAwMRHh6OtLQ0PHjwwOp6mzZtgpeXl8lrzJgxJm2ampqwatUqhIaGIigoCAsWLEBlZaWSu2PWnj17EBkZCX9/f0ybNg2XLl2y2j4/Px9jxoyBv78/xo8fj+PHj5u8L4TAxo0bMWTIEAQEBCAxMRG3b99WchfM2rp1K6ZMmYL+/fvjxz/+MebPn49bt25ZXScnJ6fT5+bv72/SxlP2j6i3czT+Al3HNSXjb0+LqY7ESk8Yt+Tdd9+Fl5cX0tPTe8R4iYiIzBJ9VF1dnUhMTBSffPKJuHnzprhw4YKYOnWqmDx5stX1MjMzxbhx40R5ebn8qq6uNmmzcuVKMXz4cFFQUCCKiorEs88+K5577jkld6eTvLw8oVKpxL59+8T169fF8uXLxYABA0RlZaXZ9ufOnRM+Pj5i27ZtoqSkRPz5z38Wfn5+4tq1a3Kbd999V4SEhIjPP/9c/Pe//xVz584VUVFRorGx0VW7JYQQIikpSWRnZ4tvv/1WFBcXi9mzZ4uIiAjx+PFji+tkZ2eL4OBgk8+toqLCpI2n7B9Rb+do/LUlrikVf3tiTHUkVnrCuIUQ4tKlSyIyMlLExMSI119/3ePHS0REZEmfLbjNuXTpkgAgysrKLLbJzMwUEyZMsPh+XV2d8PPzE/n5+fKyGzduCADiwoULzhyuVVOnThWrVq2SvzcYDCI8PFxs3brVbPsXX3xRJCcnmyybNm2aWLFihRBCCKPRKDQajdi+fbv8fl1dnVCr1eLgwYMK7IHtqqqqBADx1VdfWWyTnZ0tQkJCLL7vyftH1BfYEn+7imtKxt/eEFNtiZWeMO76+noxatQocerUKTFjxgyrBbcnjJeIiMiaPntJuTk6nQ5eXl4YMGCA1Xa3b99GeHg4fvKTnyAlJQX37t2T37t8+TJaW1uRmJgoLxszZgwiIiJw4cIFpYZuoqWlBZcvXzYZg7e3NxITEy2O4cKFCybtASApKUluX1paioqKCpM2ISEhmDZtmsv2yxKdTgcAGDhwoNV2jx8/xogRIzB8+HDMmzcP169fl9/z5P0j6gu6ir+2xDWl4m9viam2xEpPGPeqVauQnJzcaRyeOl4iIiJrWHD/v6amJmRkZOA3v/kNgoODLbabNm0acnJycOLECezduxelpaX4+c9/jvr6egBARUUFVCpVp6QxLCwMFRUVSu6CrKamBgaDAWFhYTaPoaKiwmp76V97tukKRqMR6enpmD59On72s59ZbDd69Gjs27cPR44cwYEDB2A0GvHcc8/h+++/B+C5+0fUF9gSf22Ja0rF394QU22Nle4ed15eHq5cuYKtW7fa1N7d4yUiIupKnym4c3NzERQUJL/OnDkjv9fa2ooXX3wRQgjs3bvX6nZmzZqFhQsXIiYmBklJSTh+/Djq6upw6NAhpXeBzFi1ahW+/fZb5OXlWW0XHx+PtLQ0TJw4ETNmzMDhw4cxePBgfPjhhy4aKVHf5az4S46zNVa60/379/H6668jNze300MtiYiIeqo+U3DPnTsXxcXF8isuLg7A/5K9srIynDp1yurZbXMGDBiA6OhofPfddwAAjUaDlpYW1NXVmbSrrKyERqNxyr50ZdCgQfDx8en0ZF5rY9BoNFbbS//as02lrV69Gv/85z9x+vRpDBs2zK51/fz8EBsba/K5AZ61f0S9hTPiry1xTan429Njqj2x0p3jvnz5MqqqqjBp0iT4+vrC19cXX331FXbv3g1fX18YDAaPGi8REZEt+kzB3b9/f4wcOVJ+BQQEyMne7du38a9//QuhoaF2b/fx48fQarUYMmQIAGDy5Mnw8/NDQUGB3ObWrVu4d+8e4uPjnbY/1qhUKkyePNlkDEajEQUFBRbHEB8fb9IeAE6dOiW3j4qKgkajMWmj1+vx73//22X7JRFCYPXq1fjss8/w5ZdfIioqyu5tGAwGXLt2Tf7cPGn/iHobZ8RfW+KaUvG3p8ZUR2KlO8edkJCAa9eudfrjTEpKCoqLi+Hj4+NR4yUiIrKJe5/Z5j4tLS1i7ty5YtiwYaK4uNhkuqjm5ma53S9/+UvxwQcfyN+/8cYborCwUJSWlopz586JxMREMWjQIFFVVSW3WblypYiIiBBffvmlKCoqEvHx8SI+Pt6l+5eXlyfUarXIyckRJSUl4tVXXxUDBgyQp8JKTU0V69atk9ufO3dO+Pr6ih07dogbN26IzMxMs1OrDBgwQBw5ckR88803Yt68eW6ZWuW1114TISEhorCw0ORza2hokNt03L+//OUv4uTJk0Kr1YrLly+LX//618Lf319cv37d4/aPqLdzNP52FdeEUC7+9sSY6kis9IRxt9fxKeWePl4iIqKO+mzBXVpaKgCYfZ0+fVpuN2LECJGZmSl/v2jRIjFkyBChUqnE0KFDxaJFi8R3331nsu3Gxkbxu9/9TvzoRz8S/fr1Ey+88IIoLy930Z79zwcffCAiIiKESqUSU6dOFRcvXpTfmzFjhnj55ZdN2h86dEhER0cLlUolxo0bJ44dO2byvtFoFBs2bBBhYWFCrVaLhIQEcevWLVfsiglLn1t2drbcpuP+paeny/8XYWFhYvbs2eLKlSsm2/WU/SPq7RyNv0JYj2tCKBt/e1pMdSRWesK42+tYcHv6eImIiDryEkII151PJyIiIiIiIuob+sw93ERERERERESuxIKbiIiIiIiISAEsuImIiIiIiIgUwIKbiIiIiIiISAEsuImIiIiIiIgUwIKbiIiIiIiISAEsuImIiIiIiIgUwIKbiIiIiIiISAEsuPuQjz76CL/61a8U7+fEiROYOHEijEaj4n0REXkCxlciIiIyhwV3H9HU1IQNGzYgMzNT8b6ef/55+Pn5ITc3V/G+iIjcjfGViIiILGHB3Ud8+umnCA4OxvTp013S35IlS7B7926X9EVE5E6Mr0RERGQJC+4e5uOPP0ZoaCiam5tNls+fPx+pqakW18vLy8OcOXNMls2cORPp6emdtrNkyRL5+8jISGzevBlpaWkICgrCiBEjcPToUVRXV2PevHkICgpCTEwMioqKTLYzZ84cFBUVQavVOrajREQuVl1dDY1Ggy1btsjLzp8/D5VKhYKCAovrMb4SERGRJSy4e5iFCxfCYDDg6NGj8rKqqiocO3YMr7zyisX1zp49i7i4OIf63LlzJ6ZPn46rV68iOTkZqampSEtLw+LFi3HlyhU888wzSEtLgxBCXiciIgJhYWE4c+aMQ30SEbna4MGDsW/fPmzatAlFRUWor69HamoqVq9ejYSEBIvrMb4SERGRJSy4e5iAgAC89NJLyM7OlpcdOHAAERERmDlzptl16urqoNPpEB4e7lCfs2fPxooVKzBq1Chs3LgRer0eU6ZMwcKFCxEdHY2MjAzcuHEDlZWVJuuFh4ejrKzMoT6JiNxh9uzZWL58OVJSUrBy5UoEBgZi69atFtszvhIREZE1LLh7oOXLl+OLL77ADz/8AADIycnBkiVL4OXlZbZ9Y2MjAMDf39+h/mJiYuSvw8LCAADjx4/vtKyqqspkvYCAADQ0NDjUJxGRu+zYsQNtbW3Iz89Hbm4u1Gq1xbaMr0RERGQNC+4eKDY2FhMmTMDHH3+My5cv4/r16yb3BXYUGhoKLy8vPHr0qMttGwyGTsv8/Pzkr6Wi3tyyjtPUPHz4EIMHD+6yTyIiT6LVavHgwQMYjUbcvXvXalvGVyIiIrKGBXcPtWzZMuTk5CA7OxuJiYkYPny4xbYqlQpjx45FSUlJp/c6XqZ4584dp4yvqakJWq0WsbGxTtkeEZErtLS0YPHixVi0aBHefvttLFu2rNPZ5fYYX4mIiMgaFtw91EsvvYTvv/8ef/vb36w+LE2SlJSEs2fPdlp+5MgRHD58GFqtFu+88w5KSkpQVlYmX67uqIsXL0KtViM+Pr5b2yEicqW33noLOp0Ou3fvRkZGBqKjo7uMsYyvREREZAkL7h4qJCQECxYsQFBQEObPn99l+6VLl+L48ePQ6XQmy5OTk7Ft2zaMHTsWX3/9NbKysnDp0iXs37+/W+M7ePAgUlJS0K9fv25th4jIVQoLC7Fr1y7s378fwcHB8Pb2xv79+3HmzBns3bvX4nqMr0RERGSJl2g/1wj1KAkJCRg3bhx2795tU/uFCxdi0qRJWL9+PYCn88ROnDgRu3btcuq4ampqMHr0aBQVFSEqKsqp2yYi8kSMr0RERGQOz3D3QI8ePcJnn32GwsJCrFq1yub1tm/fjqCgIAVH9tTdu3eRlZXFZJCI+gzGVyIiIjLH190DIPvFxsbi0aNHeO+99zB69Gib14uMjMSaNWsUHNlTcXFxiIuLU7wfIiJPwfhKRERE5vCSciIiIiIiIiIF8JJyIiIiIiIiIgWw4CYiIiIiIiJSAAtuIiIiIiIiIgWw4CYiIiIiIiJSAAtuIiIiIiIiIgWw4CYiIiIiIiJSAAtuIiIiIiIiIgWw4CYiIiIiIiJSwP8BG45MoOUsrZwAAAAASUVORK5CYII="
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 12
  },
  {
   "cell_type": "code",
   "id": "633c2b12",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:38.427923Z",
     "iopub.status.busy": "2025-05-15T10:32:38.427800Z",
     "iopub.status.idle": "2025-05-15T10:32:39.299326Z",
     "shell.execute_reply": "2025-05-15T10:32:39.298781Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:54.426396Z",
     "start_time": "2026-01-29T08:45:53.374633Z"
    }
   },
   "source": [
    "npos = 5\n",
    "positions = np.linspace(-L / 3, L / 3, npos)\n",
    "f, axes = plt.subplots(3, npos, tight_layout=True, figsize=(npos * 3, 7))\n",
    "for axes_range, axis in zip(axes, \"xyz\"):\n",
    "    for ax, pos in zip(axes_range, positions):\n",
    "        ax = sim.plot_eps(**{axis: pos}, ax=ax, alpha=0.98)\n",
    "        ax.set_title(f\"{axis}={pos:.2f}\")\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1500x700 with 30 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 13
  },
  {
   "cell_type": "markdown",
   "id": "31e0d628",
   "metadata": {},
   "source": [
    "## Plotting Other Quantities\n",
    "\n",
    "### Structure + Medium\n",
    "\n",
    "The `Structure.medium` refractive index values over frequency can be plotted with it's `.plot()` method as well."
   ]
  },
  {
   "cell_type": "code",
   "id": "c412703b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:39.300852Z",
     "iopub.status.busy": "2025-05-15T10:32:39.300746Z",
     "iopub.status.idle": "2025-05-15T10:32:39.444340Z",
     "shell.execute_reply": "2025-05-15T10:32:39.443968Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:54.579252Z",
     "start_time": "2026-01-29T08:45:54.430827Z"
    }
   },
   "source": [
    "# import silver from material library\n",
    "from tidy3d import material_library\n",
    "\n",
    "Ag = material_library[\"Ag\"][\"Rakic1998BB\"]\n",
    "\n",
    "# make a star-shaped PolySlab\n",
    "import numpy as np\n",
    "\n",
    "r_in = 0.4\n",
    "r_out = 1.0\n",
    "inner_vertices = [\n",
    "    (\n",
    "        r_in * np.cos(2 * np.pi * i / 5 + np.pi / 2 - np.pi / 5),\n",
    "        r_in * np.sin(2 * np.pi * i / 5 + np.pi / 2 - np.pi / 5),\n",
    "    )\n",
    "    for i in range(5)\n",
    "]\n",
    "outer_vertices = [\n",
    "    (\n",
    "        r_out * np.cos(2 * np.pi * i / 5 + np.pi / 2),\n",
    "        r_out * np.sin(2 * np.pi * i / 5 + np.pi / 2),\n",
    "    )\n",
    "    for i in range(5)\n",
    "]\n",
    "star_vertices = []\n",
    "for i in range(5):\n",
    "    star_vertices.append(inner_vertices[i])\n",
    "    star_vertices.append(outer_vertices[i])\n",
    "poly_star = td.PolySlab(vertices=star_vertices, slab_bounds=(-1, 1), axis=2)\n",
    "\n",
    "# make a star structure with silver as medium\n",
    "silver_star = td.Structure(geometry=poly_star, medium=Ag)\n",
    "\n",
    "# plot the structure alongside the medium properties\n",
    "freqs = np.linspace(1e14, 2e14, 101)\n",
    "position = 0.0\n",
    "axis = 2\n",
    "\n",
    "f, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
    "ax1 = silver_star.geometry.plot(z=0, edgecolor=\"black\", ax=ax1)\n",
    "ax2 = silver_star.medium.plot(freqs=freqs, ax=ax2)"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 14
  },
  {
   "cell_type": "markdown",
   "id": "df73521f",
   "metadata": {},
   "source": [
    "## Source + Source Time\n",
    "\n",
    "Similarly, the `Source.source_time` amplitude over time can be plotted with its `.plot()` method."
   ]
  },
  {
   "cell_type": "code",
   "id": "221a2243",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:39.445481Z",
     "iopub.status.busy": "2025-05-15T10:32:39.445403Z",
     "iopub.status.idle": "2025-05-15T10:32:39.652778Z",
     "shell.execute_reply": "2025-05-15T10:32:39.652557Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:54.751401Z",
     "start_time": "2026-01-29T08:45:54.582201Z"
    }
   },
   "source": [
    "cube_source = td.UniformCurrentSource(\n",
    "    center=(0, 0, 0),\n",
    "    size=(1, 1, 1),\n",
    "    polarization=\"Ex\",\n",
    "    source_time=td.GaussianPulse(\n",
    "        freq0=1e14,\n",
    "        fwidth=1e13,\n",
    "    ),\n",
    ")\n",
    "\n",
    "times = np.linspace(0, 0.2e-12, 1001)\n",
    "position = 0.0\n",
    "axis = 2\n",
    "\n",
    "f, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n",
    "ax1 = cube_source.geometry.plot(z=0, facecolor=\"sandybrown\", edgecolor=\"black\", ax=ax1)\n",
    "ax2 = cube_source.source_time.plot(times=times, ax=ax2)"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 15
  },
  {
   "cell_type": "markdown",
   "id": "44cf42db",
   "metadata": {},
   "source": [
    "## Monitor"
   ]
  },
  {
   "cell_type": "code",
   "id": "04acea80",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:39.653912Z",
     "iopub.status.busy": "2025-05-15T10:32:39.653807Z",
     "iopub.status.idle": "2025-05-15T10:32:39.732711Z",
     "shell.execute_reply": "2025-05-15T10:32:39.732232Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:54.839597Z",
     "start_time": "2026-01-29T08:45:54.755088Z"
    }
   },
   "source": [
    "freq_mon = td.FieldMonitor(\n",
    "    center=(0, 0, 0),\n",
    "    size=(1, 1, 1),\n",
    "    freqs=list(np.linspace(1e14, 2e14, 11)),\n",
    "    name=\"test\",\n",
    ")\n",
    "\n",
    "position = 0.0\n",
    "axis = 2\n",
    "\n",
    "ax = freq_mon.geometry.plot(z=0, facecolor=\"blueviolet\", edgecolor=\"black\")"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 16
  },
  {
   "cell_type": "code",
   "id": "c4d552d2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:39.733998Z",
     "iopub.status.busy": "2025-05-15T10:32:39.733881Z",
     "iopub.status.idle": "2025-05-15T10:32:39.809825Z",
     "shell.execute_reply": "2025-05-15T10:32:39.809486Z"
    },
    "tags": [],
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:54.927963Z",
     "start_time": "2026-01-29T08:45:54.843739Z"
    }
   },
   "source": [
    "time_mon = td.FieldTimeMonitor(\n",
    "    center=(0, 0, 0),\n",
    "    size=(1, 1, 1),\n",
    "    interval=10,\n",
    "    name=\"test\",\n",
    ")\n",
    "\n",
    "position = 0.0\n",
    "axis = 2\n",
    "\n",
    "ax = time_mon.geometry.plot(z=0, facecolor=\"blueviolet\", edgecolor=\"black\")"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 17
  },
  {
   "cell_type": "markdown",
   "id": "da060912-1722-4545-b71b-81c707de8c56",
   "metadata": {},
   "source": [
    "## 3D Plotting\n",
    "\n",
    "`Tidy3D` now supports interactive 3D plotting of simulations through jupyter notebooks.\n",
    "\n",
    "To render, call `simulation.plot_3d()`"
   ]
  },
  {
   "cell_type": "code",
   "id": "32fdf2a8-fd6a-4462-86ff-eee8ddfed6a7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-05-15T10:32:39.811074Z",
     "iopub.status.busy": "2025-05-15T10:32:39.810978Z",
     "iopub.status.idle": "2025-05-15T10:32:39.815369Z",
     "shell.execute_reply": "2025-05-15T10:32:39.815209Z"
    },
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:54.936983Z",
     "start_time": "2026-01-29T08:45:54.931136Z"
    }
   },
   "source": [
    "sim.plot_3d()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ],
      "text/html": [
       "\n",
       "    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"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\" ></div>\n",
       "    <script>\n",
       "        \n",
       "        /**\n",
       "        * Simulation Viewer Injector\n",
       "        *\n",
       "        * Monitors the document for elements being added in the form:\n",
       "        *\n",
       "        *    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"{...}\" />\n",
       "        *\n",
       "        * This script will then inject an iframe to the viewer application, and pass it the simulation data\n",
       "        * via the postMessage API on request. The script may be safely included multiple times, with only the\n",
       "        * configuration of the first started script (e.g. viewer URL) applying.\n",
       "        *\n",
       "        */\n",
       "        (function() {\n",
       "            const TARGET_CLASS = \"simulation-viewer\";\n",
       "            const ACTIVE_CLASS = \"simulation-viewer-active\";\n",
       "            const VIEWER_URL = \"https://tidy3d.simulation.cloud/simulation-viewer\";\n",
       "\n",
       "            class SimulationViewerInjector {\n",
       "                constructor() {\n",
       "                    for (var node of document.getElementsByClassName(TARGET_CLASS)) {\n",
       "                        this.injectViewer(node);\n",
       "                    }\n",
       "\n",
       "                    // Monitor for newly added nodes to the DOM\n",
       "                    this.observer = new MutationObserver(this.onMutations.bind(this));\n",
       "                    this.observer.observe(document.body, {childList: true, subtree: true});\n",
       "                }\n",
       "\n",
       "                onMutations(mutations) {\n",
       "                    for (var mutation of mutations) {\n",
       "                        if (mutation.type === 'childList') {\n",
       "                            /**\n",
       "                            * Have found that adding the element does not reliably trigger the mutation observer.\n",
       "                            * It may be the case that setting content with innerHTML does not trigger.\n",
       "                            *\n",
       "                            * It seems to be sufficient to re-scan the document for un-activated viewers\n",
       "                            * whenever an event occurs, as Jupyter triggers multiple events on cell evaluation.\n",
       "                            */\n",
       "                            var viewers = document.getElementsByClassName(TARGET_CLASS);\n",
       "                            for (var node of viewers) {\n",
       "                                this.injectViewer(node);\n",
       "                            }\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "\n",
       "                injectViewer(node) {\n",
       "                    // (re-)check that this is a valid simulation container and has not already been injected\n",
       "                    if (node.classList.contains(TARGET_CLASS) && !node.classList.contains(ACTIVE_CLASS)) {\n",
       "                        // Mark node as injected, to prevent re-runs\n",
       "                        node.classList.add(ACTIVE_CLASS);\n",
       "\n",
       "                        var uuid;\n",
       "                        if (window.crypto && window.crypto.randomUUID) {\n",
       "                            uuid = window.crypto.randomUUID();\n",
       "                        } else {\n",
       "                            uuid = \"\" + Math.random();\n",
       "                        }\n",
       "\n",
       "                        var frame = document.createElement(\"iframe\");\n",
       "                        frame.width = node.dataset.width || 800;\n",
       "                        frame.height = node.dataset.height || 800;\n",
       "                        frame.style.cssText = `width:${frame.width}px;height:${frame.height}px;max-width:none;border:0;display:block`\n",
       "                        frame.src = VIEWER_URL + \"?uuid=\" + uuid;\n",
       "\n",
       "                        var postMessageToViewer;\n",
       "                        postMessageToViewer = event => {\n",
       "                            if(event.data.type === 'viewer' && event.data.uuid===uuid){\n",
       "                                frame.contentWindow.postMessage({ type: 'jupyter', uuid, value: node.dataset.simulation, fileType: 'hdf5'}, '*');\n",
       "\n",
       "                                // Run once only\n",
       "                                window.removeEventListener('message', postMessageToViewer);\n",
       "                            }\n",
       "                        };\n",
       "                        window.addEventListener(\n",
       "                            'message',\n",
       "                            postMessageToViewer,\n",
       "                            false\n",
       "                        );\n",
       "\n",
       "                        node.appendChild(frame);\n",
       "                    }\n",
       "                }\n",
       "            }\n",
       "\n",
       "            if (!window.simulationViewerInjector) {\n",
       "                window.simulationViewerInjector = new SimulationViewerInjector();\n",
       "            }\n",
       "        })();\n",
       "    \n",
       "    </script>\n",
       "    "
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 18
  },
  {
   "cell_type": "code",
   "id": "52bc03f0-5ba0-46c7-b1de-9a6d128c230d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T08:45:55.001749Z",
     "start_time": "2026-01-29T08:45:55.000529Z"
    }
   },
   "source": [],
   "outputs": [],
   "execution_count": null
  }
 ],
 "metadata": {
  "description": "This notebook demonstrates how to visualize geometries in Tidy3D FDTD.",
  "feature_image": "",
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "keywords": "geometries, visualization, Tidy3D, FDTD",
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.3"
  },
  "title": "Visualization of Geometries in Tidy3D | Flexcompute"
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
