{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 1e: Design a Doublet, End to End"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*Last verified against Optiland v0.6.1.*"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Every other tutorial teaches one part of Optiland. This one carries a single\n",
    "design all the way through, so you can see how the parts connect:\n",
    "\n",
    "**requirements → first-order layout → a working design → analysis → optimization →\n",
    "tolerancing → prescription**\n",
    "\n",
    "The design is an achromatic doublet — the simplest lens worth designing properly. If you\n",
    "have worked through\n",
    "[Tutorial 1a](Tutorial_1a_Optiland_for_Beginners.ipynb) and\n",
    "[Tutorial 1b](Tutorial_1b_Lens_Properties_and_Prescription.ipynb), you have everything\n",
    "you need. If a convention here surprises you, the\n",
    "[Conventions](../conventions.rst) page is the place to check."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Requirements\n",
    "\n",
    "Every design starts as a specification. Ours:\n",
    "\n",
    "| Requirement | Value |\n",
    "|---|---|\n",
    "| Effective focal length | 100 mm |\n",
    "| Entrance pupil diameter | 20 mm (so f/5) |\n",
    "| Half field of view | ±2° |\n",
    "| Waveband | visible: F (0.4861 µm), d (0.5876 µm), C (0.6563 µm) |\n",
    "| Goal | diffraction-limited-ish on axis, small chromatic blur across the band |\n",
    "\n",
    "Two numbers matter before anything else: the **Airy radius** at f/5 in the visible is\n",
    "about 1.22 λ·(f/#) ≈ 3.6 µm, and the **detector pixel** we are notionally aiming at is\n",
    "around 5 µm. So an RMS spot radius in the single-digit microns is \"good\", and anything\n",
    "tens of microns is not."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:43.827171Z",
     "iopub.status.busy": "2026-08-02T10:33:43.826849Z",
     "iopub.status.idle": "2026-08-02T10:33:55.707289Z",
     "shell.execute_reply": "2026-08-02T10:33:55.706143Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "from optiland.analysis import RayFan, RmsSpotSizeVsField, SpotDiagram\n",
    "from optiland.diagnostics import check_system\n",
    "from optiland.optic import Optic\n",
    "\n",
    "WAVELENGTHS = (0.4861, 0.5876, 0.6563)  # F, d, C\n",
    "EPD = 20.0\n",
    "HALF_FOV = 2.0\n",
    "\n",
    "\n",
    "def apply_system_spec(lens: Optic) -> Optic:\n",
    "    \"\"\"Apply the aperture, fields and wavelengths from the requirements.\"\"\"\n",
    "    lens.set_aperture(aperture_type=\"EPD\", value=EPD)\n",
    "    lens.fields.set_type(\"angle\")\n",
    "    for y in (0.0, 0.7 * HALF_FOV, HALF_FOV):\n",
    "        lens.fields.add(y=y)\n",
    "    for value in WAVELENGTHS:\n",
    "        lens.wavelengths.add(value=value, is_primary=(value == 0.5876))\n",
    "    return lens\n",
    "\n",
    "\n",
    "def rms_by_field(lens: Optic) -> list[float]:\n",
    "    \"\"\"Polychromatic RMS spot radius per field, in microns.\"\"\"\n",
    "    spot = SpotDiagram(lens)\n",
    "    return [\n",
    "        1000.0 * float(np.mean([float(w) for w in field]))\n",
    "        for field in spot.rms_spot_radius()\n",
    "    ]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. First-order layout: a singlet\n",
    "\n",
    "Before choosing glass or worrying about aberrations, get the *first-order* system right:\n",
    "a single positive element with the required focal length and aperture. This is the\n",
    "honest starting point — and it is also a useful baseline to measure against.\n",
    "\n",
    "A plano-convex N-BK7 singlet with R₁ ≈ 51.7 mm gives roughly 100 mm of focal length."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:55.709218Z",
     "iopub.status.busy": "2026-08-02T10:33:55.708936Z",
     "iopub.status.idle": "2026-08-02T10:33:55.764054Z",
     "shell.execute_reply": "2026-08-02T10:33:55.763061Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<p><strong>DiagnosticReport:</strong> no issues found.</p>"
      ],
      "text/plain": [
       "DiagnosticReport(errors=0, warnings=0)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "singlet = Optic(name=\"f/5 Singlet (baseline)\")\n",
    "singlet.surfaces.add(index=0, thickness=np.inf)                                   # object\n",
    "singlet.surfaces.add(index=1, radius=51.68, thickness=8.0,\n",
    "                     material=\"N-BK7\", is_stop=True)                              # front\n",
    "singlet.surfaces.add(index=2, radius=np.inf, thickness=95.0)                      # back\n",
    "singlet.surfaces.add(index=3)                                                     # image\n",
    "apply_system_spec(singlet)\n",
    "\n",
    "# Before tracing anything, check the system is fully specified.\n",
    "check_system(singlet)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`check_system` reports no errors, so the system is complete. Place the image plane at\n",
    "the paraxial focus with `image_solve()`, then look at it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:55.799234Z",
     "iopub.status.busy": "2026-08-02T10:33:55.799016Z",
     "iopub.status.idle": "2026-08-02T10:33:56.018979Z",
     "shell.execute_reply": "2026-08-02T10:33:56.017805Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EFL:  100.00 mm\n",
      "f/#:  5.00\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 1000x400 with 1 Axes>, <Axes: xlabel='Z [mm]', ylabel='Y [mm]'>)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "singlet.updater.image_solve()\n",
    "print(f\"EFL:  {float(singlet.paraxial.f2()):.2f} mm\")\n",
    "print(f\"f/#:  {float(singlet.paraxial.FNO()):.2f}\")\n",
    "singlet.draw(num_rays=7)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:56.021652Z",
     "iopub.status.busy": "2026-08-02T10:33:56.021300Z",
     "iopub.status.idle": "2026-08-02T10:33:56.053120Z",
     "shell.execute_reply": "2026-08-02T10:33:56.052029Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Singlet RMS spot radius by field (um):\n",
      "   0.0 deg :   84.36\n",
      "   1.4 deg :   90.19\n",
      "   2.0 deg :   96.38\n"
     ]
    }
   ],
   "source": [
    "print(\"Singlet RMS spot radius by field (um):\")\n",
    "for y, r in zip((0.0, 1.4, 2.0), rms_by_field(singlet)):\n",
    "    print(f\"  {y:4.1f} deg : {r:7.2f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Around **85 µm** on axis — more than twenty times the Airy radius. The layout meets the\n",
    "first-order requirement and fails the image-quality requirement completely. Look at the\n",
    "spot diagram to see *why*."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:56.055093Z",
     "iopub.status.busy": "2026-08-02T10:33:56.054863Z",
     "iopub.status.idle": "2026-08-02T10:33:56.507459Z",
     "shell.execute_reply": "2026-08-02T10:33:56.506471Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 1200x400 with 3 Axes>,\n",
       " [<Axes: title={'center': 'Hx: 0.000, Hy: 0.000'}, xlabel='X (mm)', ylabel='Y (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 0.700'}, xlabel='X (mm)', ylabel='Y (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 1.000'}, xlabel='X (mm)', ylabel='Y (mm)'>])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "SpotDiagram(singlet).view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The three wavelengths land on three different focal planes: this is **axial chromatic\n",
    "aberration**, and no amount of bending a single element will remove it. That is the\n",
    "problem an achromatic doublet exists to solve."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. A real starting point: the cemented doublet\n",
    "\n",
    "An achromat cements a positive crown element to a negative flint element. The two glasses\n",
    "have different dispersions, so the combination can be made to focus F and C light at the\n",
    "same place while keeping net positive power.\n",
    "\n",
    "We use N-BK7 (crown) and N-SF5 (flint). Three radii define the shape: the front of the\n",
    "crown, the cemented interface, and the back of the flint.\n",
    "\n",
    "Note the \"after\" rule at work — surface 1 carries `material=\"N-BK7\"` because the crown\n",
    "glass lies *after* surface 1; surface 2 carries `material=\"N-SF5\"` for the flint; and\n",
    "surface 3 needs no material because air is the default."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:56.509126Z",
     "iopub.status.busy": "2026-08-02T10:33:56.508963Z",
     "iopub.status.idle": "2026-08-02T10:33:56.685916Z",
     "shell.execute_reply": "2026-08-02T10:33:56.685306Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EFL:  99.79 mm\n",
      "f/#:  4.99\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 1000x400 with 1 Axes>, <Axes: xlabel='Z [mm]', ylabel='Y [mm]'>)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def build_doublet(r1=61.0, r2=-44.0, r3=-129.0, back=95.0) -> Optic:\n",
    "    lens = Optic(name=\"Achromatic Doublet, f/5, EFL 100 mm\")\n",
    "    lens.surfaces.add(index=0, thickness=np.inf)                                  # object\n",
    "    lens.surfaces.add(index=1, radius=r1, thickness=8.0,\n",
    "                      material=\"N-BK7\", is_stop=True)                             # crown\n",
    "    lens.surfaces.add(index=2, radius=r2, thickness=3.0, material=\"N-SF5\")        # cement\n",
    "    lens.surfaces.add(index=3, radius=r3, thickness=back)                         # flint back\n",
    "    lens.surfaces.add(index=4)                                                    # image\n",
    "    return apply_system_spec(lens)\n",
    "\n",
    "\n",
    "lens = build_doublet()\n",
    "lens.updater.image_solve()\n",
    "print(f\"EFL:  {float(lens.paraxial.f2()):.2f} mm\")\n",
    "print(f\"f/#:  {float(lens.paraxial.FNO()):.2f}\")\n",
    "lens.draw(num_rays=7)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:56.687882Z",
     "iopub.status.busy": "2026-08-02T10:33:56.687713Z",
     "iopub.status.idle": "2026-08-02T10:33:56.712431Z",
     "shell.execute_reply": "2026-08-02T10:33:56.711958Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Doublet RMS spot radius by field (um):\n",
      "   0.0 deg :    2.39\n",
      "   1.4 deg :    8.10\n",
      "   2.0 deg :   14.53\n"
     ]
    }
   ],
   "source": [
    "print(\"Doublet RMS spot radius by field (um):\")\n",
    "for y, r in zip((0.0, 1.4, 2.0), rms_by_field(lens)):\n",
    "    print(f\"  {y:4.1f} deg : {r:7.2f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "On axis the RMS spot radius drops from ~85 µm to a couple of microns — comparable to the\n",
    "Airy radius. The full field is still worse, which is what the rest of the design work is\n",
    "about."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:56.714479Z",
     "iopub.status.busy": "2026-08-02T10:33:56.714192Z",
     "iopub.status.idle": "2026-08-02T10:33:57.019483Z",
     "shell.execute_reply": "2026-08-02T10:33:57.018744Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 1200x400 with 3 Axes>,\n",
       " [<Axes: title={'center': 'Hx: 0.000, Hy: 0.000'}, xlabel='X (mm)', ylabel='Y (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 0.700'}, xlabel='X (mm)', ylabel='Y (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 1.000'}, xlabel='X (mm)', ylabel='Y (mm)'>])"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "SpotDiagram(lens).view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. Analysis: where is the remaining error?\n",
    "\n",
    "A spot diagram tells you *how big* the blur is. A ray fan tells you *what kind* of\n",
    "aberration it is: the shape of the curve identifies the aberration, and its spread across\n",
    "wavelengths identifies the chromatic content."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:57.022069Z",
     "iopub.status.busy": "2026-08-02T10:33:57.021842Z",
     "iopub.status.idle": "2026-08-02T10:33:58.025109Z",
     "shell.execute_reply": "2026-08-02T10:33:58.024352Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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PHqy2HzFiBBYuXOi5rbGxEX/4wx/U+tDQUCQnJ+Paa69Fbm5uF+wJERERERERGUnAJ93vv/8+7rzzTjzwwANYv349Tj75ZEybNg2FhYWdbr98+XJcddVVuPHGG7FhwwZcfPHFqmzZskXdXltbqx7nj3/8o1p++OGH2LlzJy688MIu3jMiIiIiIiIKdAGfdD/99NOYPXs2rr/+egwdOhSvvPIKQkJC8MYbb3S6/XPPPYfp06fjrrvuwpAhQ/Dwww/jlFNOwYsvvqhuj4yMxOLFi3H55Zdj0KBBmDBhgrpt3bp1yMzM7OK9IyIiIiIiokBmRQBzOp0qGZ47d65nndlsxtSpU7FixYpO7yPrpWbcm9SMf/TRR4f8OxUVFTCZTIiKijrkNg0NDaroKisrPc3VpQQy/fkH+n4YbV+Mtj9NTU2eZaDvj5HeF+6L/zLC56szjKeBwUi/DUbbH8ZT/2Skz5iR9qWr9iOgk+7i4mI0NzcjMTGxzXq5vmPHjk7vk5+f3+n2sr4z9fX1qo+3NEmPiIg45HN57LHH8NBDD3VYv3TpUlXzbgTSAsAojLQvRtkf6dohVq5cye+MHzLCZ8xo+6J/Z4yG8TSwGOX7ZKT9YTz1b0b4jBltX2q7IJ4GdNLdFWc9pJm52+3Gyy+/fNhtpbbduwZdarrT0tIwZcoUxMbGItBfB/lSnXPOObDZbAhkRtoXo+1PdnY2du3apbp0pKamIpAZ6X3hvvivkpISGBHjaWAw0m+D0faH8dQ/GekzZqR96ap4GtBJd1xcHCwWCwoKCtqsl+tJSUmd3kfWH832esJ98OBBfP3114et5RYOh0OV9uSDaIQPo+C++C8jvDdWq9WzDPR9MdL7ouO++B+jfLbaYzwNLEb6bTDK/jCe+jcjfMaMti+2LtiHgB5IzW63Y/To0ViyZIlnncvlUtcnTpzY6X1kvff2Qs7UeG+vJ9y7d+/GV199FfA11URERERERNQ9ArqmW0iT7lmzZmHMmDEYN24cnn32WdTU1KjRzIXMsZ2SkqL6iInbb78dkydPxlNPPYXzzjsP7733HtauXYtXX33Vk3BfdtllarqwBQsWqD7jen/vmJgYlegTERERERER9Yik+4orrkBRURHuv/9+lRyPHDkSixYt8gyWJtN8yYjmukmTJuHdd9/Ffffdh3vuuQcZGRlq5PLhw4er23NycvDJJ5+oy/JY7QdFO/PMM7t0/4iIiIiIiChwBXzSLebMmaNKZ5YtW9Zh3cyZM1XpTHp6uho4jYiIiIiIiKhH9+kmIiIiIiIi8mdMuomIiIiIiIh8hEk3ERERERERkY8w6SYiIiIiIiLyESbdRERERERERD7CpJuIiIiIiIjIR5h0ExEREREREfkIk24iIiIiIiIiH2HSTUREREREROQjTLqJiIiIiIiIfIRJNxEREREREZGPMOkmIiIiIiIi8hEm3UREREREREQ+wqSbiIiIiIiIyEeYdBMRERERERH5CJNuIiIiIiIiIh9h0k1ERERERETkI0y6iYiIiIiIiHyESTcRERERERGRjzDpJiIiIiIiIvIRJt1EREREREREPsKkm4iIiIiIiMhHmHQTERERERER+QiTbiIiIiIiIiIfYdJNRERERERE5CNMuomIiIiIiIh8hEk3ERERERERkY8w6SYiIiIiIiLyESbdRERERERERD7CpJuIiIiIiIjIR5h0ExEREREREfmIIZLuefPmIT09HUFBQRg/fjxWr1592O3nz5+PwYMHq+1HjBiBhQsXtrn9ww8/xLnnnovY2FiYTCZs3LjRx3tARERERERERhTwSff777+PO++8Ew888ADWr1+Pk08+GdOmTUNhYWGn2y9fvhxXXXUVbrzxRmzYsAEXX3yxKlu2bPFsU1NTg9NOOw2PP/54F+4JERERERERGY0VAe7pp5/G7Nmzcf3116vrr7zyCj777DO88cYbuPvuuzts/9xzz2H69Om466671PWHH34YixcvxosvvqjuK375y1+q5YEDB476eTQ0NKiiq6ysVMvGxkZVApn+/AN9P4y2L0bbn6amJs8y0PfHSO8L98V/GeHz1RnG08BgpN8Go+0P46l/MtJnzEj70lX7YXK73W4EKKfTiZCQEHzwwQeqtlo3a9YslJeX4+OPP+5wn969e6ua8d/+9reedVJL/tFHH2HTpk1ttpWku2/fvqpGfOTIkYd9Lg8++CAeeuihDuvfffdd9RyJ6PBqa2uxa9cuDBw4kN8ZoqP8zlx99dWoqKhARESEYV4zxlOin4bxlMj/4mlA13QXFxejubkZiYmJbdbL9R07dnR6n/z8/E63l/U/xdy5c1Uy713TnZaWhilTpqi+4YF+9kdaA5xzzjmw2WwIZEbaF6PtT3Z2tkq6J0yYgNTUVAQyI70v3Bf/VVJSAiNiPA0MRvptMNr+MJ76JyN9xoy0L10VTwM66fYnDodDlfbkg2iED6PgvvgvI7w3VqvVswz0fTHS+6Ljvvgfo3y22mM8DSxG+m0wyv4wnvo3I3zGjLYvti7Yh4AeSC0uLg4WiwUFBQVt1sv1pKSkTu8j649leyIiIiIiIqIemXTb7XaMHj0aS5Ys8axzuVzq+sSJEzu9j6z33l5I84hDbU9ERERERETUY5uXSz9qGThtzJgxGDduHJ599lk15Zc+mvm1116LlJQUPPbYY+r67bffjsmTJ+Opp57Ceeedh/feew9r167Fq6++6nnM0tJSZGZmIjc3V13fuXOnWkptOGvEiYiIiIiIqMck3VdccQWKiopw//33q8HQZJTxRYsWeQZLk+TZbG6t0J80aZIaUfy+++7DPffcg4yMDDVy+fDhwz3bfPLJJ56kXVx55ZWeUc5lVFUiIiIiIiKiHpF0izlz5qjSmWXLlnVYN3PmTFUO5brrrlOFiIiIiIiIqMf26SYiIiIiIiLyZ0y6iYiIiIiIiHyESTcRERERERGRjzDpJiIiIiIiIvIRJt1EREREREREPsKkm4iIiIiIiMhHDDFlmL96YLIDQZveAuLTgJBYrUQka0uTqbufHhERUUC4f7Idjh8lnvZuiadxWjwNjmY8JSIiv8ek24cePNMBfPtgJ696EBCZCkSmtS6j+wCxGUDcACAo0pdPi4iIKKA8dGYQ8E0n8dQW0nk8jcsAYgcAjvDueLpERERtMOn2oZfXOnHDlRfB0VQN1JYANUVaaaoHSvZopTNhiUDcQO2AQZaJw4CkEUBIjC+fLhERkV96Za0T119xYUs8LQZqirVlYy1QvEsrnQlP1k5mSyzV42nicCA4qqt3gYiIerDjTrobGxuRn5+P2tpaxMfHIyaGCWF7v/6sHpf/cx4csbGtK5sagMpcoCILqMhuKVlA6X6geDdQnQ9UF2jlwHdtHzAiVUu+vUt0OpvWERFRt/L1McEtn9Vj5j9fahtPG+uBypy28bQ8Cyhriac1hUBVrlb2f9v2AaN6A0kntY2nUkvOrl9ERNTdSXdVVRXefvttvPfee1i9ejWcTifcbjdMJhNSU1Nx7rnn4qabbsLYsWN98VyNweoAYvpqpTP1lUDJbu2AQc7cF+0ECrYAZQeAymyt7Pq8dXtHBNDrZCB1DJA6FkgZA4QndtnuEBFRz9TtxwS2ICC2v1Y6U1cGFO/RYqnEVYmn+VuAikygvKXsWNC6fVAUkDxKi6cSS2UZGueb505ERD3KUSfdTz/9NB555BH0798fF1xwAe655x4kJycjODgYpaWl2LJlC7777jsVZMePH48XXngBGRkZvn32RhQUAaSM1oq3+gqgYCuQvxnI/1FbFm4HGiq1GnHvWnE5Wy/31w8cJCm3h3T5rhARkTEFxDGBDLKWNlYr7ZNxSb5VPG0pRduB+nJg31Kt6KQ1mZ6Ay1JqxCXZJyIi8kXSvWbNGnz77bcYNmxYp7ePGzcON9xwA1555RW8+eabKtgy6T6BZHC1PpO0omtuBIp2ADnrgOy12lIScdXULgvY9pG2nckCJA0Hek9sLawNJyKi4xTQxwSSjPc9XSveXb8kfuasBbLXaUupIZdWZlK2fKBtZ7YBvU7yiqcTWBtOREQnLun+97//fVTbORwO3HzzzUf7sPRTWGytfdFGX9faPD13Q9sDB+kfnrdJK6te0baL7qsl8HLAIAcOMmgb+7IREVFPPCaQrl/JI7Uy9lfaurpyIHe9Fkuz12jxVAZFlRPcUla8qG0nM4/08UrCJb4ynhIRkReOXm7E5un9JmtFuN3a4DJZq4DMlVpRfcT3a2XjO9p2MuepnoDLwYMMMCNJPRERUU8kI5z3P0srejyVWu+s1UDmCq1IazPpLy5l/VvadmFJbeOpjJZutnTrrhARUYAm3fX19fjxxx9RWFgIl8vV5rYLL7zwRDw3OhHkbHtUmlZGXNZ69l7O2quDhpVa03SZekUGlNEHlZG5T6UPW+9JMKWMhaW5nu8HERH13GMCiaf6QKgnX6Gtqy1tOam9Aji4QmtpJrOQSPcuvYuXPVzrV67i6RiYXc5u3Q0iIgqQpHvRokW49tprUVxc3OE2GbW0ubn5RDw38uXZ+4xztKL3Zcvd2HrmXhJxGVBGpljZ/636kMyAGSh6CehzqnbmPm0CEBbP94iIqIfr0ccEITHAoJ9pRTTWATnrgczlWiyVWnEZ8HTv16pIPD1PxlkpfqV1nJa08drjEBGRYR1X0n3bbbdh5syZuP/++5GYyOmpAp70Zes9Xiv4LSC1FMU7PWfu3QeXwyxTleVt1MrKeZ30Y5vIOcOJiHogHhN4sQUD6adqRbiagcJtWi145nK4D66AWWrCpX+4lOXPa9vFD2kbT6V1GhER9eyku6CgAHfeeScTbqMym4GEIVoZcwOaGhux9KO3cNaAEFhzpC/bSu0gon0/tvBeLf3YWgZoSxzGfmxERAbHY4LDkL7c+oCn429Ck9OJZR/9E1P6B8Oas0pLxtUc4tu1svYN7X4RqW2T8PjBWmwmIqKek3RfdtllWLZsmZqfk3qGOnsc3MNnAKOuOnQ/tqo8YOv/tCIcEVqzOUnApQld8imc35SIyGB4THAMTCbUOhLgPmkGMPoX2rqa4tauXQeXazONSOuyzfO14plzfEJrPO01ErDaffF2EhGRvyTdL774ompeLvNujhgxAjZb21Guf/Ob35yo50cB1Y9tXUsTuhWt/dj2LNaKsNi1xFs/e582TjuQICKigMVjgp8oNA4YcoFWREO11vS8pUm6Guy0rgzY9blWhDUISBnTEk8nAKnjtNlLiIjIOEm3zM/55ZdfIigoSNV4y0ApOrnMpLun9mM7TSuiuUmbmkxNU7ZcO3ioKQSyZGCZlQCe0baLG6gdOMhI6aljgYShgIUz2RERBQoeE5xgjjCg35laEc2NQN6PXoOdrtDmCz/4vVYUk9YEXY+lUuIHsYsXEZGfOK7s5t5778VDDz2Eu+++G2b2MaLOSOKcPFIrE27W5jct3dd6wCBJeOleoHiXVja92zpVWfKotgcO4Ul8jYmI/BSPCXzMYgNSR2tl0hwtnhbvbh0hXZqklx9s7Re+4V+tU5WljGqNpXKCm7OOEBEFTtLtdDpxxRVXMOGmoyetIWL7a2WU3o+tRGtCJ03nZN5waZ4uTdIP/qAVXWQakHKK1oet18naMjSWrz4RkR/gMUE3xNP4gVoZfZ22rrqwNZaqeLoecFZ5pv70iOqjndT2xNOT2M2LiKgLHFfSPWvWLLz//vu45557Tvwzop5DEueB07Qi1FRlu1oScTlwWKuNkl6RpZVtH7dNxPUEXJZSox6W0G27QtRV3G43Gl2NaGhuQLOrGU3uJjS5tNLsbvZcdsMNE0wwm8yqSNcfM1qXVrMVdosdDosDDqsDVpO1TVchoqPFYwI/IPFv8Ayt6FOVFe1oTcIlnhbt1GrEpWz5b+t9o9Nb4qkeU3lim3pOPHW6nHA2OzvEUO/rh4qn6jJMKp5KHJV4KnGV8ZROWNLd3NyMv/71r/jiiy9w0kkndRhI7emnnz6ehzUcR6oDVc4qxLhjuvxgttnlRmmNE4VV9SiqalCXqxuaUFXfhMr6RlTXa5drGprgbHahocmFxuaW0uRWS5fbDbN63m7U1Fjw4t4fWn5soNbbLCY4rBY4bGYE2SxwWLVlkFxvWR9ssyDUYUV4kA1hDisigrTL4UFWhKnL8kNl8ZqqbLBW9NrwhiptZHRVZJ7wTVqzdD0R37GgdadlyjL9wEH6hsuUZdF92Uec/IYky5UNlahwVqhlpbMSFQ0VquiX5TejtqkWdU11qG3Ulu2LHAicaPLd1g8YHGYHgm3BCLOFIdQaiuqaaqxauQqRjkiE2cPU+gh7BGKCYlSJDopWy2BrMBP3HqgrjgkcyQ5UN1Z3Szxtana1xNOGdvG0UcXRqgaveNrkUjH10PEUh46nKn56xVKrWYuvVosntobp8bQlfkbo8bRlvd1qbp2qTGKgFL02vL5Ca1Em8VRiqZSyA63F+8S2TFkmJ7OTTgISh2oxVZJzeVwiPyCJssRNPaZ6x1H9soqn7eKoHl/14nK7fBZP9ZgaYg3R4qktFFU1VVi9cjUiHBEIt4dr8dTReTwlYzmupHvz5s0YNWqUurxly5Y2t7GmpFXGnzNwwZcXqC9OYkiiVkITkRSahLTwNPSJ6IPe4b3Vl+tYX7eGpmZkldYhs7QGB0tqVckqrUV+pZZkl9Q4VeJ94phQUFcDX5CDhHB1wGBFZLANUSF2RIfoSzuiQ3sjKmwAok6+GtET7Yi21COmegeCizbDlP+jloxLDblMWSZl16LWB7c4tMFkVBI+FKaYgQhylmp94ohOgMbmRhTXFatSUl+ilkU1RVhXuw7LvluG0oZSz/qaxhP/HdLPsqtissJitqjLsl7OzssBhZzNd8k//bLbpc7eyxl+nazTD0KUloVu275tR3wuQZYgdcAgJS44DgkhCa2/fSGJ2vXQRHWQwVhhHF1xTJDxaAbO/+J8dfAqnyH5PEkslSJxtHdEb/QJ74OooKhjfuz6xmZklmpx9GBJjYqlcr2gskEl2qU1DTih4dSH8VQSdomlkoBLPNVjaVSIXJaY2g9REYMRnTQLUafaEG2uQUzlDgQVb4Epr+XEdskebcoyKd4ntiUJUCfGtSTcFDsQjsZyxlM6oYl0UV0RSuq0mCmxs7C6EBtqN+Dr775GWUOZtr6uRCXPvo6nspSYerh4KifBpdXZYeMpjj2eSu4Q7dAS8NjgWE8O0SauhiaqRJ4MnHQvXbr0xD8TA2qqaoI13Kq+dAcqD6jSmXBbONIi0tQBgzpwiOiDjOgM9I3sC7vZjtyKemzJqcDO/CrsLKhSy/3FNUdMqlU36lAH4sMdiA21IyK49Wy4tmytabZZzOpMu81qhl1dlmYzUscNOBsbsXLFSowbPwFmi0Xlq81utzr7LzXkcsBS39iybGpGg1xuWdY5m1Ht1GoBqvVaAbncoBUhNQMlTU51ouBY2Cz9EBUyGNEh1yAxoRnDrFkY6t6L9Ka9SKrfj5jafbA21wGSmEtp+cBLY3b33geAuEFAXAYQO0ArcjmmH2B1HNPzIOOSQCoHAPk1+civzUdBTYF2WS+1+Sr4SzDuVFbHVRK85ey21BRLzbEU/bIspYTYQlTA7azot8kZdDkgkDPqx0sODPSm6g1NDWopBz2ylAOaamc1yuvKsWrjKqQPTEdtc62qbZTaA6lZKKsvU6W0vlTdp765Hnk1eaocjjz/XqG9kBqeitSw1DbLlLAUtY8UOLrimKCpugnWMKv6XO6v2K9KZ+T7o05otyThcnlA9AD0jeirvi9ysnprbgV25FdhV0s8PVBSc8SkWuJhbJgDCeEOxEg89YqjWq2zXLd44qmcTJaYKvHU2i6erlixCuPHj+8QTzuLo7KuobFZxVoVTxtaWqu11K5XtbRcq3FqrV9ku4ZqJ4qrjy2e2i0ZiAoZiuiQ69Ar0YnhlkwMdu9DeuNeJDbsR0zNPlgkgdBbnrXE0+l6PJWR071jaWyGVjPOucRJ/w67mlBUW6TiZps42hJLZSmx5JAOEU+lljjS3i6OOlove2KntSWu2jrG1RMVT/X4qS/1uFjXWKdiZ4d46qxGVWOVqq2XfZciMVUSeD1pz63JPezflaRbxVM9lraLp0EyvSD5heOem6m+vh4//vgjCgsL4ZK+uF5ntS+4oGWuyR5ux207kFOQg6agJvVjUlBboEpOdQ6yKrNwsOqgWi9fuG0l21RpywRTYzycdQlwNSTC1ZCkLZ0yiJgFoXYLeseGok9MCPrEhiAtJgTJUUFICA/yJNoS7H+qxsZGFG8DJvSL6dBs8KeQkwZ68q030yuvbURZrRPlqsjlRnVZW6fdJuskUW9sdqtafSm7AHyHOJmDDMB49fgmuJBmKsIgU5ZWzNqynykPVmlml71aK15cMKM+NBnOKBn0bQCs8RkIThwAS0y61o/cxh8vo5GgllmZicyqTBysPKguy1ICnRwgHE1TbgnWUrMbGxSrlnJ2uiy7DOOHj0dCWILnNqkBllpeOXPuD7ybwMF+6O8/tgMzhs045PdfzvbL6+h90CC1Efpvnio1BSisLVRN/mTbfRX7VOmMvFb6wYMkTXICUpImucwDCP/k62OCHXN2ICs/S4unLSfA5HOVW53r+e7qn6/NxZtV8WaCBWiMg7NOYqlWmuuT4G6MkW+Cam3VO1aLpb1jQtUyKVLiqX7i2gGLZM4nJJ66fRNPVVP31pPb5e3ipncsbY21jao5vBSp1ZeyE8AyJAKqTFSPb4YLfUwFGGjKwmBTFgaatWW6KR8WmUNcn5nEi8tkQX1oaks87Q9bwkAEJfRviaepPMFtQNKUW76Lcnyrx9Ksqix13Csx4Wiacktlk9TseuKmHk9HjEdiWKJaJ7fr8fSnJMonkjwPiU+Hi1Hy/TdtNx0xnkqrOHVCu6EUpXWlKK4v9vzmye+cHk8lf5Bt95TvUaUz8cHxnkQ8PTLdE0/lxKQ0fSc/T7oXLVqEX/7ylygpKelwmwRY6d9FGjmYTY5IVh/uztQ66/DN/h1YtncbNubvQVZ1FtzWQlgcBTBZa+G2FcJmK5RGe61vmsmG3uHpGBo3CINjBmNIzBAMiklWZ/UCiRzASPM3KcDR911RB/iNzZ6DiDYHFTVOlLask3535bXR2FGbjpU1jarfnbCjUSXe/U256GfKRV9zvlrKughTHUJqslVBzjcd/napOQYltl6oDEpGXUgKnOFpajRYS0xvBMekIioyQjXhk6Z8UttB/kHONusnuvQDAe8D9cOxmCyqOZdqyhqiNWfVu4no69p3EZHAurBkIWYMOnRgNRLZd6mdliLB/UgHZfKaS214dnU2sqtaSstlSZqkSaGUTUWb2v4dmJAclqwOGvpF9tMOHlouywEYdY+uOiaQGqnYyFh14NiZ6oYafL1vO77Ztx2b8vcgtyZLxVCJp7DUA7YC2GwFbe5jM9uRHtEPQ2MHYUjsEBVTB0WnqrELAi6ehthUORYST2udEk9bY6knptbosVWLr2U10dha2w/f1zg9NesOODHAlKviaV9THvqZ87S4aspHGOoRUn1QFWR/3ebvumBCmSeepqA+tG08DYlNRVR4GKJD7YgKtp2QCgTy7YlquS6J9ZFOUOtNoz0x1Cu2SolyRHUeTwf2nHiqxk6xhyENaYfdVhJuScTzqvPaxFF9KbXr0lpPyoZCrYWK90kCScT1OOodTwMtnzB00n3bbbfh8ssvx/3334/ERDkT2r3mzZuHJ554Avn5+Tj55JPxwgsvYNy4cYfcfv78+fjjH/+IAwcOICMjA48//jhmzJjRJgg98MADeO2111BeXo5TTz0VL7/8str2RJD+2N/vLsaiLflYsqNQJYeA9EMbo4qcVR/dOwqDUoCoqBK4rHk4WLXPcyZL1RJV7lZlwb7W/lbSjEQOGPREXJaSLBit76Q6wLdbVUmJOvpkXWrHiytr8fEXSzBi9CWoanCpA4m8Wie2SbIu/faqixBSuQ/RdQcR78xCSnMuUk2FqsY8zFSPGFcpYhpKgYatQAWAdq1oy9xhKHBHY5s7GiXmWFRYY1FlS0BtUDzqg5PgDomDKTQeoaHBLQPg2FSzf7WUQXGCtUFx5DYZOIeOrW+1nLTyHADIsiXJlhYlh2wC3kmTVFlK8ihNtuSsur/UTBuBJOaSNB0qcZIBcKRWRA4YpIZEuuVIU2KpFZdm7XKblO9zvm9zP3mfBkYPVF1z9GX/qP5aLT75VHceE0iT6292FeGLrfn4ekchKuoaAUjttRwDjEOvyCCM6h2FgckuREaWoMmaiwOVe1Us3Ve+TzX93F2+Q5WP97YOJCb9xAfFDPLEUknIpebNaCSeymCnUlKjj+04pqiiFp9+8TWGj74MVU5tsLmsWic21cgJ8Aa4qvIQVn0AUbWZSGjMVPE0zVSIVFMxQkwNiHWVILahBGjYosXTdkpVPI3B5pZ4WmmNQ5U9HrWOBDiDE+AKTYAlNBYhISFecbQlhgZrMVWPsZ4BW8nnJ6qlZlrvKinfI1nK8akk1FJD7S8100YgTcslSZbSnuQychJbxdLqLPV+6vFUiiTk8p5K+Sa7bSVTQnACMmIyMDCqNaaqLq+sGe/6pLugoAB33nmnXyTcMnWZPJdXXnlF9ZF69tlnMW3aNOzcuRMJCR2nkFq+fDmuuuoqPPbYYzj//PPx7rvv4uKLL8b69esxfPhwtY2Mwvr888/jn//8J/r27asSdHnMbdu2ISjo+JoXS4D6enshFm7Jx9IdhZ7+zEKaiU/oF4vTMuJw2oA4DEg49CBD0jRHmtPtLtuNHWU7sKNkB3aW7fQciEpZkrnEs73UwLVPxOXHsCf+6EkfOzmhkRwCjO97dE37pJ9deV0j8msaUFlaiIbifXCVHoS5IhOO6iyE1OYisiEXMY0F6ox/tKlalcF656PmllIPoLz1cSvdwSh1R6AEEWqZ5w7HVkSgxB2urlciBHXmMLgc4Wi2R8LliIDZHobgILv6vMgJh1CHjG5rQna2CQXLDyIi2I4QOXjyul1fBnuNihvIJ2Gk/7F8/tufXZel1JwerumaNEPzTqq9k+zjGXyJfEPv5z40dmiHAwhpuq4OGCq1gwa9yGdCasZX5K1QxbuVgrzHKgmPykC/iH4obS5Vj0UnTlcfE0ii/eW2fHXietnOItXySScJ16T+sSqWnpYRj/TYkEP+5smYDRIzvePp9tLtquZIPxhdfHCxZ3tJur1jqSzl5Fwg/6YeL0liEyOCkBx6uK5n2uB6OhnFXWrRs2saUFWSB2fxfrjKMmGuOKjiaWhtDiIb8hDTVKhapMWYqlUZgkztAeRtrmspXvG0wh2CEncESlU8DUe257J2vW08jYDLEaniaUiQ7bjiaYjNqkaVD/h4eoJPVOvX5TbqfvLZ1OPpsLhhbW6TGCitEjxx1CumyrFUYV0hCnMK8UPOD577yMBycrLck4SH90W5q5zx1NdJ92WXXYZly5ahf//+6G4yFcns2bNx/fXXq+uSfH/22Wd44403cPfdd3fY/rnnnsP06dNx1113qesPP/wwFi9ejBdffFHdVz6Ikrjfd999uOiii9Q2b731ljqY+Oijj3DllVce0/PbUVCDL7/Pw8ebclWw0SVFBGHasERMG56EsekxR90UWTUHaenrOKX3lDa1QztLd6oDhh2lO1SRmiE5SF2eu1wVnQwmIWfw9WRcLssBKc9gdSRN2uLCHKogUQLJgM7fGDmIry8HKvPQXJmHupIsNJbloLkyF6aqfFir82CvK4DDWQazu1k1Y5eSjrZNHTvwOshwuU2oQjCqEIJKd6i6XOkOwTAEoS7Pjjo4UAoH6tza5XrYUed2oFbWwY56OS3gtgIWO0xWO8w2OyxWKQ5YbHaYW5Y2uwM2m71lipqWKeC8knaZ1sbRMlCQNlhQy2W1lIGDLK2DCFm9b9OW0gzycAcq0odaajjbJ9VyXZIrmZf6cM1Pvc+ue59tP55ZAsh/yHsntSRSxiRJq6C2Tdb3lu/FrrJd2F2+W1uW7UZ5Q7nnQOILfOHZ/tUPXvU0JdYTKDmLL00fA0leZQP8QVcdE2zOrcIX3+RiwaZcT3chkRodjOnDklQ8HZUWddRNkaUFi/xGSDm7z9me9dKX0juWSjlQcUAdpEoLC+9WFnIyT68R15dS62SzGL8Z7LGSWCEnvqUgSeLpoEPHU+knXpWH5vIc1JVmw1mWA1dlHkxVubDWFMBe2xJP4UKkqVaVfsg/6njarOJpCKrcISop1y8PlXiZp8VMPZ5KDK33iq1yW507CE6TFWZ5ny1aPFUx1OqA1WaD2SZLrdhtNgTZ200H53W5fYzUB7Rts94rpjosFtisrYP0HXaXXc0dYqleeKK6Z8fT+JB4Vcb1atsyWAZ3k5ZAehzV46q0NNNb3H6+/3PP9q/99zUMjvU6GRk7RJ2ICbQWglllUjvmWyb3cZzyr62txcyZMxEfH48RI0Z0OMP5m9/8Bl3B6XSqZkUffPCBqq3WzZo1SzUL//hjrzknW/Tu3Vudkf/tb3/rWSdNySWh3rRpE/bt26cOHDZs2ICRI0d6tpk8ebK6Lkl7ZxoaGlTRVVZWYtwfP4Q9sfUgJCHMhrMzojC5XySGJAZ75uz0ZfOgAzUHsLdqr1aq9+JA9YE20xp41wilhaShX3g/9A/rr5b9wvqpkdWbmpqwcuVKTJgwAVZrYB2Uttft++J2weysgrmuFOb6MljqS7RlXRnM9do6Wcr85CZntdrW2lgFs6v1hE1XaXBb0QQLmmGGWw1LJ4c3spSpM1ovy3q3W1/vvTR7LsuPjNxHW5rgMgGlVhPybEC+p7iRZ3Wh0AY0H+arYXcDSU0WJLus6NWsLVNcNlViYIXZrNU+yPfLrBJ8i7psMreuM5tb18k/mXvWbbbDbbHBbdYOotxS1DptvVpntrWutzrgtobAbQuByxqslqpYgtDU3MzvTDdTNePOUvWbJ7+D+6v3Y3/VfmTWZKJZHX13HLwnPSxd/f71D++PAeEDkB6a7ncnI6W28IcDVViwrRSrM6tw4PHzUVFRgYiI7qtdOtHHBJ3G0wc/gT2uj2ddrwg7pko87R+BgXG+nx9emqHLZ6h9PO3sJKDUCPUO7a0+RxJHVQnvp+a87/YYdAL5RTxtqFAxU4uhWvy06Mu6Upjqy4CGapiclTA7q7V4epgTt/4UT/Xr4kjxtETiqR3ItwL5diDP6ka+1YWiI8TTIBdUHO3VbEUvlxXJLosnnka1xFMVK73jqR5L9bjaEk9lPdrH05Z42SZ+euKpHl+lOLT4aQ2GSy0lngYznvoJVTPeUNw2nlbvR1ZNlpo+rT2H2eH53ZNYKr+FfUL7wCbHV35EZnv4dl+Fiqfrc2pw0Mfx9LiS7tdffx0333yzamodGxvbJtjJZUlcu0Jubi5SUlJUk/GJE7URNsXvf/97fPPNN1i1alWH+9jtdtVsXJqY61566SU89NBDqomcPJb04ZbH7tWrl2cb6a8m+ybN2Tvz4IMPqsfw1ucPC9TPZG9LOQZaitHLXKmmDelO8uWoslWh3F6uSoW9Qi2dls6nFwlpCkGUMwqRzkhEN0SrZUhziJaoUJexuJsQhAZVHC3LIDgRhHrY0AQbGj1LaZZn9bos6/XrEvItbpe2hL5shtV05BFFj5U8YqHFgkybFQdtVmRabdrSZkWW1QbnYb4MdpcbaU2N6N3YhD6NTejd1KgtG5uQ0CyHLf5Lph5ywg6nSXtXnKpoLQ3q1DsmtSZBLTUmQS2XtfWylCKj/pKP3h+4UGmrRLlD+w0ss5ep38Emc8cDcZPbhPDGcPUbGO2MRlRDlLpsc3ftgYNE6UJXGPY3R2N/c4z61ut8fZDQHccEh4qn8luVbilDhqUESeYqNS2mX3yWvOOpoxyN5s5PkoY2hqrPjx5TZRncHMx42pXcbhUPtViqxVCJpXpclXipxc3WmNr2cuvS3Ek8tcplH8XTAoulJYa2xFKrxFYbsm1WNB7myxDkciGtqSWWNrbEUnW9EXHNksoHRjyVWKrFVPthYqm+rjWuMp76jpzArrS3/gbq8bTZ3NxpPI1ojFC5hPfvYFfHU/lMFbjCPfHU6Wn07cbBxy/waTw9rlOT9957rwqI0nxbzoIRMHfuXFWD7n1mfuhFt+DzV/6E3kmtNeb+fAZrX/U+dQZflvuq9iG/Ph+11lpVckNa5wkMs4apM1h9w/qqM1e9w3qrpZzF93fdfma+m/ZHAnbDkY7qXU0wSY26q1EtTa4moLlRO68ufaVVccOk+k1rl12uJpQ0liOvoQS5DUXIdhYjp6EYOc4S5DpL0HCYGgULzEiwRCLRHIUEcwQiG4NQn12JEcmDkBgSpz2lZpeaw7bZ5UJesws56m+61HVVmuU27XYp2m2t1+Wyvr2rZb0svesL5IBDDpjkQMtu0g647OrAq6mTddp1BxrVAVsIGhBiqlfLUJP2Csu5BO2EyLHNk+vNaQmD0xGDJkcsXCGxMIVKiYMrOA7NwbFwBceiOTgezaHxgI/PHBvpO3OofZGxAPLq8trUYsqyorFCHVBIydT7lUr3oKAkT224+i0M74tYe9tk86dyud3YUViHr3eXY+neChRWtyZyMSFWzBgcjdNSLPjZ4+h2J/qYoLN4OuT8X2Hx639BSkLbfsL+GE8L6wvVZ0jiqB5XixqKUGOrUSUnNMezfYQtom08De2tinQD83dG+m04lv3Rh2o5pnjaLJebjhhPi51lyHUWI7dBj6V6PC2F8zDx1AoLEiWeWiSeRiLSGYS6rAqMSBmEBBVP3SqeNrXE0JxmF7IkProPHU8969xabHV5Xddja2fxVE48qJMXXrFTYqZ+XTux0TGehspo96aGlrh64uJpgyUcTkcsmoJi4JZ4qga0jVOxtTlY4qq2bA6ReOrbz7GRvjOH2hfpIphbm4s9VXs8v39SqpqqVEIupc2MJCHJnhZm+m9hjEMGwzxx5PO6Nb8WS/aUY9neCpTWN7VphXz+kBicmmzGVB/HU+vxNuu+4ooruj3hjouLg8ViUTXU3uR6UlJSp/eR9YfbXl/KOu+abrnu3dy8PYfDoYq3qvULMLjfP9SZf3/XG71xCk5ps05GPZR+4tuKtmHJliWoCalR/cSrm6rxY/mPqniTkdIHRA3wFBk5WIqMrugvZOoJ6ZKQmppqiKknumJ/mlxNajoK1c+6KtOz1EeXlm4MhyLdFmTU0vYjmcp1GRncuw9tVlaWGovhtLNuQFra4afJ+Cnk4KPJ5VbNihoam7Vlk0uNbi8DHsrlelnf6EJtYzPqnE0odTaraXXq9GXLev2yWjY0wu2sARprgcYamJw1CHJLMl6PMNQh0lSDSNR4LavbXI8yVSMcdTCb3LA3VauCmkyg9ND7InUU1dYY1AQlqdHxm8J6wR2RAnNUKuwxaQiO643wuDQEOY6/ibSRvjOH25c+6IMJmNA2eaotVH17Vf/eEq1vr8zfLickpfxQ1DrIjExzI316B0UP8iyPtW9vWY0T3+4uwjc7i9SyuLr1QDPMYcW5QxNx/sm9cHpGvOof29kUXd3hRB8TdBZPqzd9gYz0dwImno5Rs5G0Kq8vV4OeesdTGbyosrESG8s2quJNfh8lfsp4K7KUmCrjDsjo//7CSL8NXbU/+mCg0s9a4qdeJKbmVOV02v3Pu9uCjOejxiFoN26JTLnl3YdWj6endkE8bWx2e2KnFkdbYmmjNv+7xNN6iactMbM1huqXvdarZRPqnU1aPG2JqdLdLhiHiqfVba5HtSwjTLXqOTqaqlRBzQHgMD+Z0oS/2haL6pZ42izxNDwFluhU2KNTERzfB+HxqXD8hM+Gkb4zh9uXdKRjEia1+Zzk1eS1jpVRsgPbSrepGJtTm6PKt4XftpmNpH08lUHcjmXclaKqBny7qwjLdhXhu91FbcbVkqmKZRwQiaeT+sepsYa6Ip4eV9ItfaalmfU999yD7iRNxUePHo0lS5Z4+nTLmTe5PmfOnE7vI83Q5XbvPt0ykJrePF1GK5fEW7bRk2w5yy5N1W+55Rb0JDIC5diksRgZOxJR+6LUtGpus1sl3ttLtquBFWTwIhlUQb44evEetE0/eOgX1U8NrCDBQQ8UyaHJATfQghHJj6EMxCfJhCTXMpqv98HAkQYvk8Ra5k5OC0/rcCAg6/2tD4/URsqANJK0SCLjC2pe0YULMfXc6XC6TKiqb0JVQyOq65vUzAVSyuubkC2X5bZ6bR75mroGuOsqYK0vhqO+BEHOUoQ0liDaXY44VCDOpJdKJKAMdlMzIppKEFFdAlRvBYo670u4H/HIs/TS5sQNTkVNaG80RfSGO6ovIiLC1Vy4MSF2bSnz4obYevwUO/I5kfnYpZyZdmab5Ekf6VoOGnaV7lLTsMigbavyVqmikwOE/pH9Oxw86KPlF1c3YO2BMqw9UIo1B0rxY06FqiTTycjJZw1JxPkn9cLkgfF+O42gvxwT+DN5z8f3Go9T4k5BzP4YFU9dZhf2lO1RB6ESR/WYKgO2yQGqFO9B2/R56iUJP1LSRd0XT8saylQslZjqnWBLYi2jgktN4KHIb4bMnayS63BtkD913BTeB73C2p6o9pffSTWAqtWMcB/9DYmnn322EFOnafFUYmZlfaMWS1tiamlDEzLV5UYVb9X6+gagthw2iacNJQh2lqh4GuWuQBwqveJpBRJQDpvE08YiVVC1GehkZrQGtw17EY98iaf2ZFQEpaIuLA3O8HSYYvogIjy8JZbaVCyVy1EhdvX69GTyOUkOS1bl7N6tg1bKYM96LJXfQanok0H+ZDaS9oNAy7gr8tunDwAtI6jLUh8tv6CyXsVTiaWr95diW15lm+cgUwhOHZqIC05KxqkD4rrlPTmub29zc7OaVuuLL77ASSed1OEMh4wo3lWkCZoE/DFjxqi5uWXk8ZqaGs9o5tdee63q9y1ThInbb79dDYr21FNP4bzzzsN7772HtWvX4tVXX/V8MCQh//Of/6zm5danDEtOTm4zWFtPJYMK6aOet68VlzlP5cBBT8SleB88/IDWWiHv4KIn4vpcjhJYJFGXkajpp5PRS/X3QQ4A9OTaeylzvx+OzHUs71VaRJonuZYil5PCkvwusfYX8qMearOpZPanHMRJLUF5nVPNQVxR24itdY1YXtsAZ3kB3JU5sFTlwl6bh+C6AoQ35CO6qQixrmLEu0vhMDWhL/LQ15Wn9TFoaJlup6WFa4E7CgfcSdjr6oUl7mTsdadgjzsFFfZERIU6EB1sQ2ONGUtrNyM2PEgdSESHSHJua1lqyXpUsO2oR40O9ORpQq8JquiktYf83skBgyplO1UyXtVYpS5L8WZHJNzOBNTUxMLVEA9XQyJczgS43eEYnBSByYPicebABIzuEx0QB2v+dEwQSOR3VabyaT+dj5wE9Y6l+lIOUPWpQduTA1L12+w1dZPEUzm5LfMjB1mPb7pT6tjyS+LpoWKpJNVHiqdBliAtloZp75e8b3qR98rfEmt/ID13ZLT3MJuWzP6UeCq17FLrKfFUlpvrGlFVW4+Giny4K3Jgqc6FvSYPIfUSTwsQ3VTYEk/L4DA1oj9y0d+VC9Sv6zAdbJ47BgfdidjrSsZid7KKpXK5ypGI6FAHokKsaKo2Y1ndZsSGBXlOdOuxVI+rkqhL7avRxQTFYFLKJFW8ZyNR8VRiZ+lONXq6LGubaj0tz7zZEQVXQwJqJZ46E9RlKUAYhqdEqlh65qB4jDyGmS185bi+2Zs3b8aoUVq/qi1btrS5raun5JEmbUVFRbj//vuRn5+vaqcXLVrkmS80MzOzTZO3SZMmqbm5ZUowOSsvibWMXK7P0a0PxCaJ+0033aRGQT/ttNPUYx7vHN09gZxpGpkwUpXODh5kyh592gopctZXmlFJDZGUzkQ7oj0JuF7kLJks1dRBQbE9eloW6YsltWv5zfnqbKCM1FxUV+RpcVBUW6TmWiypKznsmXWdvJ7666sfvOkHAtJ1oCfO7e4P5Dc12G5BsD0YvSLbn4hqHc25M66mJlQVH0Rt/l44i/bCVboPloqDCKrKRFhtFoKaq5FoKldlvHlHm/vK9Dj7qnthb1Uy9rhSsGdzMr5xp2K/u5caNqgz0mRLO4DQDhwiQ2yICtauS+15pBxMBGuX9dvDHdaAn8pNJU+xwzAoagjy4+pxoLgW+yKqsKXwgDpgyK7Zi2p3JixBeTDbS+FEBWCvgN2+u83jhFrDEBvVDxVhaVhXmYqCA6naya7wNDW1i79+B/3pmMAIZF7d0YmjVfEmSbck4BJPvedV1uPp3oq9qhzq4FYS8DYxNayXSvLig+PV7T052ZN4KlPFSTz9IfcHFU+946h+WWrgZNsjkddUXl95zfU4qsdUuY3fi+4hr7vMty4lOap9PE0/7H1dTY2oLDqAuvzdao55d8k+WMoPqDnmw+uy4GiuRS9TqSoTzG0Twxq3A3urkz3xdO+PyfjanapOeOsj1Ld9ni3xtKUFmsTQyMPF0pbL0nov0D9bIbYQnBR/EgZHD0d+bD32l9RgX3ilFk/LdyKnZh9qTZmwOCSelsMpZz0c5bC37ZGEcFsEoqP6oTQkDavLU5HXnKZNuRyWirjguG55nY7rF3bp0qXwJ9KU/FDNyWXu0PZkahMphyJvxJ/+9CdVyDcHD1L7WlBb4DlwkMRbml7J2WOpka1prFFNtKRsK9l2yMeXfpTy5ZEkXC2DtHl8I+2R6m/LyYAIR4S6LsuuHiXxqM+8NtWhurFazY+oLyucFeogQL0O9WXqgEuWkmjLZTmh4UmmO37MOzQBTwxJ9BwEtF+yJsSYzFYrwpP6q3LIuXDL9gMl+4DiXUDxTriLdgGlexHc7MQw00EMw0EZac6j0WRHrq0P9prTscOVhg2NqVhbl4wyRGg18XWN2H8Mz1HO5qsDhpaDBjnDL5cjgm0IdVgQ6rCqA4lQuxVhQS2X1TrtNlXsVp/UCsh3U5ou6vslpbJlKf2tpTlbfkU98luWRdUNbZqHa1JbCpAWE4xBSXb0iq9CWFgJYC9Ejky/UrFfJU41Ml5G8Y+qdFaTKd9Tae4uJ8GkhLt91aAzsI8JjEoS45ikGNXtq308lbipn9TW52P2bskkMUPKlpK2J0W8m65HB0WrvyGxVC9yXWKpHkMlpuqx1er2vyRdvrNSI+aJpXo8bahQsVReA+kiol9WMba+TMVbTzJ9hHgqfavle6ifpFbNZtvFU3+bapB+OrPVhoheGap0ID/8tSVAmfQb36PF06KdcMuydB9CXQ04ybQfJ0l09IqnTpMDObZ07DX3wTZXH2x0pmBtfTIq3WGqFl71Qy6uOernKHGwfSyVk9sRQbYOsVOu6+s8cVZus8tUcb6Jp1UST2vbxlItnja0xFFZ1qllSU1n8bSPp7IhPTYEg3rZkBhXidCwErhtBciuPqC6wEproCoZL6NooyqdtTZR8TSkNZ6GIQy+dtS/mFJjLHNcH62cnBzVrJuoM9L3TO/fMTG5dbo3zxezsUodMOhNoqXJlmrCVZOnLpfWlap+xpKASpHa9KMhwdIOO176+CXVfF0VW8uypciXUc7460USVu/LUtzQRv2U0uayjLTtboaz2amanErRL8tS5nqVy94JtpxgOJoz54cSYgpBSmQKEkITkBCcoGrE9KX8oMiyp9diUCfkLG9IjFZSWk+KqVDb3ASUH1QHDc2F25GzcSlSg2phLtoBW2MN+jh3ow924yz9TkGAKzQRdbFDUBExCIWhg5EVPAg5SER5nSStTpTVNKom8t7N+qSZn4wqWlrjVOWnkIMNu8WsmmOrYjGr5ohyWfrvy+7K97O83IK/Z65sc5ZbnkObAYDUIHsu1Dc1dxL0D0/GC+gdE4K+cWHoFx+KvnGh6BcXisG9ItTJhUOR3wc5ASmDa0kCrg9UKEv53ZOaTEmmpPgDHhP4VzxVNTjhqTg15dQ2t8lnXrp/6Se0VfFqCq3iaX2pilt6Yn7U8dRshcPtUPFUaqe846hepBWIbCddkOR5esdTicfSeuNw8VTifGNzoyeeto+r9U31nuS6xlmjlvIYxyvUFKriqX5yS+Kn1EzrlyWmSis89p+nNiSehMZpJXVMu3jaCJTuV4l4c8F25Py4FKmOGpiLdsLeVIe+zp3oi52Yqt8pCGgOT0F9zGCURwxCgYqng5HrikV5fSPKO4mlZbVOFbcklpXUOFUBjj5Zb88q8dQrlnpfPpp46j2YnndcdR/jV1P+piTXEkdVTJV4Gq/F08ONySO/DQcqDqh4KjHUU6q1eCrH4odraesrR30UPnbsWNWn+Ve/+pW63BmZ2+w///kPnnvuOdU0+ze/+c2JfK7UQ8iXV9VQx0SoQRI6IwFZzlxL0+ni+mLVx0pdriv21ALLgYb3UkYNlQAu/2prtFEt/YkcjMhI7+H2cLWU10CveZAaff2yLCXoyzLMHIbFXyxWg/IE+kiY5EcsViC2vyqu/udgQ9kA9JoxA2aLBSg/ABRsBfK3AAVStqracnNNAUKlYBmSAaiOJjJgWPIorQxuWUamagcogBrVVj9oKK91orylz7ref72moVnVNNe0DD7XumxdLyPR64G+zqWNint4JmTVtB1g5WgCvyTMMhCLLKVIk79ekUFIighCUmRwyzIIsaH246olkJqxAdEDVOl0BoGWE47eg1ZmlWdhCzqvufQ1HhMETjxVNdWOSAyJHXLYrkoSP/VYqsdTaU4tMbSyoVLVButL+UyqgibVHc8f42mYPQxhNq1ILb0eN9vHUX1diDkEixcxntKJ/jDagPiBqrgGTMOGioEt8dSsJeMFXrFUluWZsFTlIFQKlkCqL9XcQiFxrfFULxGtsyxJPFWxtCUh15JyJ8pqZXA5fSDXZhU3a5xeMbVlMLoap3YSXEhcbWoZUf5Ex1NHSzxVMbVlGdMSTxMjgtospen88cRTOdmnBi7tJIeQk3h6PJUWt3o8zS7P9nk8Peqke9u2bXjkkUdwzjnnqL7NMmq4DC4ml8vKytTtW7duxSmnnKIGVJEkgMhX5Oy4HiwHoONBaqeDUTXXo7SmFJ8t+QxjJo5BIxpVs7v2Rc6cy8GEnPnXDyzksn5dlmbImT6Teh5SpGme92X5wstBtCxlABv9sr7UDwRC7aEIt2lJttQKHGsfExnVk6jLyPgYMf20MuSC1vUNVUDhdu2AIe9HIG+jlpTXlwP7lmpFpx84pJyCoORRCEoZjcQkGfTk2Mn3Ws6ey4GB1FSr0tw6dY123YWm5pYDieYmrFmzFmPHjoFVTiy0GaTHAodNqx2Xy0E27cy+NMvr7lHDpVZQ7xfqTaY4mYd53fKceExgHBK3VNP1oBg1IvDRdokqqSnBwq8XeuKpxM7OYqo0f28fT73j6pHiqXcM9Y6jspSWaXpy7X3SWtYznpJfk9kG4gZoZZjXQM31FUDBNi2e5v8I5G7Q4mttMbBnsVZ0YUmeBFziaVLKaCQlxXZ7PJWYqcdS77gaHmTt9ngqY0GpafcieneIpy/hJf9IumVuTBmBVBLvzz77DN9//z0OHjyIuro6NV/2Nddcg2nTprUZkIzIrwajsgarJmKJlkSMiBvBmmGiE8URDqSN04quqQEo3KYdMOhFDiQ6O3CITgdSW+4vJWGYVtt+FN9rCeBHG8TlJFXtHjfOHBjP7/9PxGOCHj4YlS0EtlAbkixJOCmu44j1RHScgiKBPhO1omus02rCveNp0Q6gOh/Y9blWdLEDWuLpWCBtPBA/WEvwj+J7zXjqW8fcyTM4OBiXXXaZKkRERJ1HF0drE7hDHTjkrFP9xtXgM1I2/0fbzhaqasJVAq4n49L3nPwOjwmIiHzMFqz1FffqLw5nDZC/uW08lUHc9LLpXW07eziQOlpLwCWeymMER/Et6wYcWYmIiLrvwKGuHMhZC2StAbJXA9lrgYZK4MB3Wulw9n4c0HsiED/I0zeciIioR7GHAr0naEVXWwpkrwGyJJZKWQc4q4B9y7Sik9rv1JaacImnMoYL46nPMekmIqLuI2fcB0zVinA1a7XfcsCQ1VJKdnc8ex8cox0s9JmkNcNLOvmomqQTEREZkrQIGzhNK/pMJNLNS8VTScZXadOEStN0KRv+pW0XmqDF0d4t8TRx+FE1SadjwyMUIiLyHxLoE4dqZfR1XmfvpTZ8lVbkcl0psPMzrehN0qUPmzpomKTVpkvNOhERUU8kJ6J7naSVsb/S1lUXtdSGSzxdrTVLrykEtn2sFeGI0FqVSSyVmCrdvaTLGP0kTLqJiCgAzt6fqxXR5NRGSD+4HMhcoRUZ8dW7CZ3ZpvUn18/e9x4PWMO6dTeIiIi6VVg8MHiGVkRjPZC73iuertK6eO35SivC4gBSRrcM8CYntccBFp7UPlZMuomIKLBY7V6jpf8WcLmAou3aQYN+4FCV19KnbTXww3NqPlFrwlCMcPWCaVsD0Pf0NnOcEhER9Ti2oJZuWpNau3jJAG0SR/V4WlMEZMrl5cB3TwEmM6yJwzG8OQmmHS6g72laMk++T7pvvvlm/OlPf0JCwvHNtUpERPST5g9PHKaVcbNlwlFtNHT9oEFK6V6YCreiH7YC/2s5ex/dV+sXrgajmQjEZXAwmRPgueeew+23384PNBFRIHbxSh6plQm3aPG0ZC9w8IfWmFp+EKb8H9EfPwL//VK7X2xGayyVZUw/xlNfJN0/+9nPMGPGDJx//vm46667EBoaeiIeloiI6NjJKKwxfbUy8mptXVUBmvZ/j4PfvYd+5jyYCrZoA8pIaT84mzRFl2WvkVqtOh2TzZs34//+7//w0ksvwWKxYNu2bXj44Yfx73//m68kEVGgxdO4AVoZPUtbV5mLpn3fIev795BuyoNJWpqpAU93tx2czTsJTxoBWGzoyU5I0n3RRRephPvVV1/FpEmTcMstt+Cmm26CWWofiIiIult4ItxDLsSW/Vb0njEDtuZabRCZzJVayelkcDZrkNaPTT9wkClWOL/pEf3973/HM888g+nTpyMyMhIHDhzA3Xff7fO3mIiIukBEMtzDLsGPB4OQKvG0sUobmE2Pp9JHXAZn2/6JVoQtRBvgVE/CJZ46wnvU23XC+nTL2ezzzjsPwcHB+H//7//h2WefxRNPPIELLrjgRP0JIiKiEyMoEsg4Ryuewdk2AVktBw3SjK62RGtSJ0UxAQlDtQMGmd9UDiDYhK6DNWvW4LvvvkNZWRn27duHr7/+Gn369OEnl4jIqIOdDvqZVjyDs23Q4qiejNeXA/u/1YowmbXa7zSJp+O0eBrVx9BN0k9I0i1ns7dv3460tDSMGzcOL7zwAgYOHKiali1ZskQl4ERERP49ONtYrUy6raUf257W0VxlWboXKNyqlbWva/cLitKmU5EacSnJp6ha9Z7sjjvuwP33349zzz1XJeAXX3wxXnzxRZx66qnd/dSIiKhLBmeTkc4natdlsNPinW3jaflB7US3lNV/07YLiW2NpXo8DY01zPt1QpLuv/zlLxgxYoSq7fb2+uuvY/DgwSfiTxAREXVxP7YMrZxyrbauurBtc3Q5WJCz93u/1oouMq01EU86CUgc3qNGdv3+++89l8eOHYsFCxbg8ssvxw8/6C0GiIiox5DuxglDtDLmBm1dZW7beCojpkvrst1fakUntd96Et6rJZ5KzXpPSbqnTp2K3/3ud2oANTFy5Ei1dLlcHfpxL1y48EQ8TyIiou4VlgAMvVArorkRKNwG5KxrKeuBwu1ARZZWtn3cel8ZVCZpeMso67IcDsQNNMRAbe2PCXT6MUFKSopq9UZERKREJAPDL9GKaGoAZIBTiaN6TC3epdWIS9n6ITzCk1tnLJEm6rKMHeD3A7UdV9K9du1apKenq8sHDx709NWSwVOkH9e//tUych2Afv36najnSkRE5D8kwPc6WSv62fuGKq0GXD9oyN8ClO7TBpVpXyNutmrTlsnBQmz/ljIAiOkPhPfSagcCwNEcEwQFBXXzsyQiIr9ldbTWaGO2tq6+Qusbrp/UVrOOHACqcrWyZ3Hr/S12bYwVFUNblnpMDUv0i77ix5V0O51OhIdrI85Js/KNGzeq5FpGLn/wwQdP9HMkIiIKDDIaa/ppWtE5a4DCHUDBZqBgq1YkGW+oaJ1mpT2LAwhPAiJSgIheWq2AnN2Xy9LvLTgG5obuP4gQPCYgIiKfDHja70yt6OTEtrQoy/eKp1KcVUDRDq20JzORyInszuKpTBUaEgNTvck/k+6MjAysXr1aJd41NTWoqKhQ6+V6aWnpiX6OREREgcseCqSO1opOBmqryNYGa5MB2kr0skc7k9/c0Nqs7hCi4R94TEBERF12YjttnFZ0MlCbdOmS+ClxVMXUlssSQ5vqgbL9WjmEruglflxJ92233YbZs2er5mQnnXSSGjBNRiaVZmSJiT171FYiIqIjkqZuUWla6T+l7W3SV1wGmanKAypzgEpZtjSnk8syn3htKdx1ZX7xQvOYgIiIuo3ZDET30cqAs9veJtOBShxV8TS3bWytylexVGJqV8TT40q6f/WrXyEmJga7du1SyfeVV16pmpfn5eVhzpw5J/5ZEhER9aS+4voBxGGUFhcDD3b/qOg8JiAiIr9klb7efbVyGKXFRcCDCb59Ksd7x0suaRltDsDnn3+O//3vf6pflyTgRERE5GN+MDCMjscEREQUsEzmwJin22q1YubMmSfioYiIiCiA8ZiAiIiorcCYj4SIiIiIiIgoADHpJiIiIiIiIvIRJt1EREREREREPsKkm4iIiIiIiMhHmHQTERERERER+QiTbiIiIiIiIiIfYdJNRERERERE5CMBnXSXlpbimmuuQUREBKKionDjjTeiurr6sPepr6/HrbfeitjYWISFheHSSy9FQUFBm21+85vfYPTo0XA4HBg5cqSP94KIiIiIiIiMKqCTbkm4t27disWLF2PBggX49ttvcdNNNx32PnfccQc+/fRTzJ8/H9988w1yc3NxySWXdNjuhhtuwBVXXOHDZ09ERERERERGZ0WA2r59OxYtWoQ1a9ZgzJgxat0LL7yAGTNm4Mknn0RycnKH+1RUVOD111/Hu+++i7POOkute/PNNzFkyBCsXLkSEyZMUOuef/55tSwqKsKPP/7YpftFRERERERExhGwSfeKFStUk3I94RZTp06F2WzGqlWr8POf/7zDfdatW4fGxka1nW7w4MHo3bu3ejw96T4eDQ0NqugqKyvVUv6elECmP/9A3w+j7YvR9qepqcmzDPT9MdL7wn3xX0b4fHWG8TQwGOm3wWj7w3jqn4z0GTPSvnTVfgRs0p2fn4+EhIQ266xWK2JiYtRth7qP3W5Xybq3xMTEQ97naD322GN46KGHOqxfunQpQkJCYATSjN8ojLQvRtmf2tpatZRWJ/zO+B8jfMaMti/6d8ZoGE8Di1G+T0baH8ZT/2aEz5jR9qW2C+Kp3yXdd999Nx5//PEjNi33N3PnzsWdd97ZpqY7LS0NU6ZMUYO2BfrZH/lSnXPOObDZbAhkRtoXo+1PdnY2du3apVqcpKamIpAZ6X3hvvivkpISGBHjaWAw0m+D0faH8dQ/GekzZqR96ap46ndJ9+9+9ztcd911h92mX79+SEpKQmFhYYfmNDKiudzWGVnvdDpRXl7eprZbRi8/1H2Olox0LqU9+SAa4cMouC/+ywjvjbRU0ZeBvi9Gel903Bf/Y5TPVnuMp4HFSL8NRtkfxlP/ZoTPmNH2xdYF++B3SXd8fLwqRzJx4kSVPEs/bZneS3z99ddwuVwYP358p/eR7eRFXbJkiZoqTOzcuROZmZnq8YiIiIiIiIhOpICdMkxGHJ8+fTpmz56N1atX44cffsCcOXNw5ZVXekYuz8nJUQOlye0iMjJSzeUtzcClr7Uk7Ndff71KuL0HUduzZw82btyo+nnX1dWpy1KklpyIiIiIiIgoYGu6j8U777yjEu2zzz5bjVoutdf6dF96fwOpyfbuHP/MM894tpURUqdNm4aXXnqpzeP+6le/UnN460aNGqWW+/fvR3p6epfsGxEREREREQW+gE66ZaRymXP7UCRBdrvdbdYFBQVh3rx5qhzKsmXLTujzJCIiIiIiop4pYJuXExEREREREfk7Jt1EREREREREPsKkm4iIiIiIiMhHmHQTERERERER+QiTbiIiIiIiIiIfYdJNRERERERE5CNMuomIiIiIiIh8hEk3ERERERERkY8w6SYiIiIiIiLyESbdRERERERERD7CpJuIiIiIiIjIR5h0ExEREREREfkIk24iIiIiIiIiH2HSTUREREREROQjTLqJiIiIiIiIfIRJNxEREREREZGPMOkmIiIiIiIi8hEm3UREREREREQ+wqSbiIiIiIiIyEeYdBMRERERERH5CJNuIiIiIiIiIh9h0k1ERERERETkI0y6iYiIiIiIiHyESTcRERERERGRjzDpJiIiIiIiIvIRJt1EREREREREPsKkm4iIiIiIiMhHmHQTERERERER+QiTbiIiIiIiIiIfYdJNRERERERE5CNMuomIiIiIiIh8JKCT7tLSUlxzzTWIiIhAVFQUbrzxRlRXVx/2PvX19bj11lsRGxuLsLAwXHrppSgoKPDcvmnTJlx11VVIS0tDcHAwhgwZgueee64L9oaIiIiIiIiMJqCTbkm4t27disWLF2PBggX49ttvcdNNNx32PnfccQc+/fRTzJ8/H9988w1yc3NxySWXeG5ft24dEhIS8Pbbb6vHvvfeezF37ly8+OKLXbBHREREREREZCRWBKjt27dj0aJFWLNmDcaMGaPWvfDCC5gxYwaefPJJJCcnd7hPRUUFXn/9dbz77rs466yz1Lo333xT1WavXLkSEyZMwA033NDmPv369cOKFSvw4YcfYs6cOV20d0RERERERGQEAZt0SyIsTcr1hFtMnToVZrMZq1atws9//vMO95Fa7MbGRrWdbvDgwejdu7d6PEm6OyPJekxMzGGfT0NDgyq6yspKtZS/JyWQ6c8/0PfDaPtitP1pamryLAN9f4z0vnBf/JcRPl+dYTwNDEb6bTDa/jCe+icjfcaMtC9dtR8Bm3Tn5+erZuDerFarSo7ltkPdx263q2TdW2Ji4iHvs3z5crz//vv47LPPDvt8HnvsMTz00EMd1i9duhQhISEwAmnGbxRG2hej7E9tba1aSqsTfmf8jxE+Y0bbF/07YzSMp4HFKN8nI+0P46l/M8JnzGj7UtsF8dTvku67774bjz/++BGblneFLVu24KKLLsIDDzyAc88997DbSr/vO++8s01NtwzGNmXKFDVoW6Cf/ZEv1TnnnAObzYZAZqR9Mdr+ZGdnY9euXarFSWpqKgKZkd4X7ov/KikpgRExngYGI/02GG1/GE/9k5E+Y0bal66Kp36XdP/ud7/Dddddd9htpJ91UlISCgsLOzSnkRHN5bbOyHqn04ny8vI2td0yenn7+2zbtg1nn322GpjtvvvuO+LzdjgcqrQnH0QjfBgF98V/GeG9kZYq+jLQ98VI74uO++J/jPLZao/xNLAY6bfBKPvDeOrfjPAZM9q+2LpgH/wu6Y6Pj1flSCZOnKiSZ+mnPXr0aLXu66+/hsvlwvjx4zu9j2wnL+qSJUvUVGFi586dyMzMVI+nk1HLZaC1WbNm4ZFHHjlh+0ZEREREREQ9S8BOGSYjjk+fPh2zZ8/G6tWr8cMPP6jRxa+88krPyOU5OTlqoDS5XURGRqq5vKUZuPS1loT9+uuvVwm3PoiaNCmXJuHSnFy2k77eUoqKirp1f4mIiIiIiCjw+F1N97F45513VKItzcBl1HKpvX7++efb9DeQmmzvzvHPPPOMZ1sZIXXatGl46aWXPLd/8MEHKsGWebql6Pr06YMDBw504d4RERERERFRoAvopFtGKpc5tw8lPT0dbre7zbqgoCDMmzdPlc48+OCDqhARERERERH12OblRERERERERP6OSTcRERERERGRjzDpJiIiIiIiIvIRJt1EREREREREPsKkm4iIiIiIiMhHmHQTERERERER+QiTbiIiIiIiIiIfYdJNRERERERE5CNMuomIiIiIiIh8hEk3ERERERERkY8w6SYiIiIiIiLyESbdRERERERERD7CpJuIiIiIiIjIR5h0ExEREREREfkIk24iIiIiIiIiJt1EREREREREgYU13UREREREREQ+wqSbiIiIiIiIyEeYdBMRERERERH5CJNuIiIiIiIiIh9h0k1ERERERETkI0y6iYiIiIiIiHyESTcRERERERGRjzDpJiIiIiIiIvIRJt1EREREREREPsKkm4iIiIiIiMhHmHQTERERERER+QiTbiIiIiIiIiIfYdJNRERERERE5CNMuomIiIiIiIh8hEk3ERERERERkY8EdNJdWlqKa665BhEREYiKisKNN96I6urqw96nvr4et956K2JjYxEWFoZLL70UBQUFnttLSkowffp0JCcnw+FwIC0tDXPmzEFlZWUX7BEREREREREZSUAn3ZJwb926FYsXL8aCBQvw7bff4qabbjrsfe644w58+umnmD9/Pr755hvk5ubikksu8dxuNptx0UUX4ZNPPsGuXbvwj3/8A1999RVuvvnmLtgjIiIiIiIiMhIrAtT27duxaNEirFmzBmPGjFHrXnjhBcyYMQNPPvmkqqlur6KiAq+//jreffddnHXWWWrdm2++iSFDhmDlypWYMGECoqOjccstt3ju06dPH/z617/GE0880YV7R0REREREREYQsEn3ihUrVJNyPeEWU6dOVTXVq1atws9//vMO91m3bh0aGxvVdrrBgwejd+/e6vEk6W5PasI//PBDTJ48+bDPp6GhQRWd3hxd/p6UQKY//0DfD6Pti9H2p6mpybMM9P0x0vvCffFfRvh8dYbxNDAY6bfBaPvDeOqfjPQZM9K+dNV+BGzSnZ+fj4SEhDbrrFYrYmJi1G2Huo/dblfJurfExMQO97nqqqvw8ccfo66uDhdccAH+/ve/H/b5PPbYY3jooYc6rF+6dClCQkJgBNKM3yiMtC9G2Z/a2lq1lFYn/M74HyN8xoy2L/p3xmgYTwOLUb5PRtofxlP/ZoTPmNH2pbYL4qnfJd133303Hn/88SM2Lfe1Z555Bg888IDq1z137lzceeedeOmllw65vb6Nd1N2qUGXmng5ERDoZ3/k5MGUKVNgs9kQyIy0L0bbn5ycHPz4448YNmwYUlJSEMiM9L5wX/x7MFHhdrthJIyngcFIvw1G2x/GU/9kpM+Ykfalq+Kp3yXdv/vd73Ddddcddpt+/fohKSkJhYWFHZrTyIsmt3VG1judTpSXl7ep7ZbRy9vfR65LkebnkjSffvrp+OMf/4hevXp1+tgy0rkUXXFxsVoOHDjwKPaaiHR/+ctf+GIQHQOZdSMyMtIwrxnjKdGJwXhK5D/x1O+S7vj4eFWOZOLEiSp5ln7ao0ePVuu+/vpruFwujB8/vtP7yHZyNmbJkiVqqjCxc+dOZGZmqsc7FHlM4d1n+0j02m157EA/GJL+6TJ1WlZWlpqeLZAZaV+Mtj/cF//E98V/6S2qAr011ZEwnvonI/02GG1/uC/+ie9Lz46nfpd0Hy0ZcVzm0549ezZeeeUV1cxB5tO+8sorPSOXS/Oas88+G2+99RbGjRunkl+Zy1uagcuLKj+qt912m0q49UHUFi5cqGq+x44dq+bxlinJ7rrrLpx66qlIT08/6ucnA7oJ+ZuB/uOtk/3gvvgnvjf+ie+LfzLS++Idb4yK8dS/Ge37ZKT94b74J74vPTOeBmzSLd555x2VaEtiLS+S1F4///zzntslEZeabO/O8dJXW99Waq6nTZvWpq92cHAwXnvtNTWft9wuZz1lHm/pa05ERERERETUY5Juqa2WObcPRWqm23eIDwoKwrx581TpjAwIsHz58hP+XImIiIiIiKjnMXabtG4eCEZGP/ceXC1QcV/8F98b/8T3xT8Z6X0x4v70hP3kvvgvvjf+ie+LfzLS+9JV+2NyG22uESIiIiIiIiI/wZpuIiIiIiIiIh9h0k1ERERERETkI0y6iYiIiIiIiHyESTcRERERERGRjzDpJiIiIiIiIvIRJt1EREREREREPsKkm4i6xeTJk2EymVSx2WwYNGgQ3n33Xb4bREREjKdEhsKkm4i6nNvtxoYNG/DYY48hLy8PO3fuxMSJEzFr1izs37+f7wgRERHjKZFhMOkmoi63e/duVFVV4bTTTkNSUhL69euHuXPnoqmpCT/++CPfESIiIsZTIsNg0k1EXW7dunWqWflJJ53kWZedna2WiYmJfEeIiIgYT4kMg0k3EXW59evXo2/fvoiIiFDXd+zYgd///vcYOXIkxo0bx3eEiIiI8ZTIMJh0E1G3JN0HDhxAWFgYgoKCMGrUKIwYMQKLFi2C2cyfJSIiIsZTIuPg0S0RdUvSfdddd2Hjxo3Yt28famtr8Y9//EM1LZcB1qZNm+bZ9uOPP8ZNN93Ed4mIiOgY4qk49dRTsWrVKnX5xhtvxDPPPMPXkKgbmNwyjDARUReRg4L+/fvjq6++wtlnn93hdhlMTZqeZ2Vlqcvjx4/HggUL0KtXL75HRERERxlPhbQg+9vf/obTTz8d27dvx2uvvcbXj6gbsKabiLplELUxY8Z0ervVakVaWppqfv7qq6/ivPPOY8JNRER0jPFUTJ8+HZmZmfjss8/w0ksv8TUk6ibW7vrDRNRzm8INGDAAkZGRh9xGBlNbunQpXn75ZSxfvrxLnx8REZFR4umaNWtQWlqKPn36wGazdenzI6JWbF5ORH7n3XffxW233YY//elPuPXWW7v76RAREQWcnJwczJgxAx999BEuvfRSvPXWWxg+fHh3Py2iHonNy4nI7wwcOBCxsbH4v//7v+5+KkRERAGnrq4OM2fOxAsvvKDGSZk7dy4efvjh7n5aRD0Wa7qJyO/ccMMNuOiii1QhIiIiIgpkrOkmIr+xd+9eDBo0CKGhoUy4iYiIiMgQWNNNRERERERE5COs6SYiIiIiIiLyESbdRERERERERD7CpJuIiIiIiIjIR5h0ExEREREREfkIk24iIiIiIiIiH2HSTUREREREROQjTLqJiIiIiIiIfIRJNxEREREREZGPMOkmIiIiIiIi8hEm3UREREREREQ+wqSbiIiIiIiIyEeYdBMRERERERH5CJNuIiIiIiIiIh9h0k1ERERERETkI0y6iYiIiIiIiHyESTcRERERERGRjzDpJiIiIiIiIvIRJt1EREREREREPsKkm+gn+Mc//gGTyYS1a9d2evuZZ56J4cOHd8lr/Mknn+CUU05BUFAQevfujQceeABNTU1HdV+Xy4W//vWv6Nu3r7r/SSedhH//+9+dbrt9+3ZMnz4dYWFhiImJwS9/+UsUFRX9pMc8GgcOHFCv9ZNPPtnp7Q8++KC6vbi4GP74OuvP71Dlhx9+8IvXmYioqzGWMpYylpLRWbv7CRDRT/f555/j4osvVkn+Cy+8gM2bN+PPf/4zCgsL8fLLLx/x/vfeey/+8pe/YPbs2Rg7diw+/vhjXH311SoZvPLKKz3bZWdn44wzzkBkZCQeffRRVFdXqyRY/t7q1atht9uP+TF7yut8ySWXYMCAAR3W33PPPep1lNdI19NfZyKi7sBY6v+vM2MpBSw3ER23N9980y1fozVr1nR6++TJk93Dhg3z+Ss8dOhQ98knn+xubGz0rLv33nvdJpPJvX379sPeNzs7222z2dy33nqrZ53L5XKffvrp7tTUVHdTU5Nn/S233OIODg52Hzx40LNu8eLF6jX429/+dlyPebT279+v/s4TTzzR6e0PPPCAur2oqMjtj69zZzIzM9V9Z8+e3WZ9d77ORERdjbGUsZSxlIyOzcuJutCbb76paiDfeOONNuulNlPWL1y40LMuLy8PO3bsQGNj42Efc9u2barcdNNNsFpbG6/8+te/lpNq+OCDDw57f6kZlb8h2+vkudxyyy2qxnXFihWe9f/9739x/vnnq2bVuqlTp2LgwIH4z3/+c1yP6SvSVM1ms3XaJFteq6ioKNTX13fZ69wZaQYu973mmmvarA+k15mIqKsxljKWemMspUDApJvoBKioqFB9iduX9onc9ddfr5KpO++8E1lZWWqdNKt66KGHcOONN2LGjBmebefOnYshQ4YgJyfnsH97w4YNajlmzJg265OTk5Gamuq5/XD3Dw0NVX/L27hx49o8vjwPafrV/u/o23r/naN9zONRW1vb6Wst671JH2jpa/3++++3We90OlWCfOmll6o+0F31OnfmnXfeQVpammpKrvOX15mIqKsxljKWMpaSUTHpJjoBpBYyPj6+Q1m+fHmHbV977TVYLBaVZEsCOGvWLCQlJeHpp58+rr8tNbWiV69eHW6Tdbm5uUe8f2JioqohbX9fod//SH+ntLQUDQ0Nx/SYx1uD3dlr/cQTT7TZTvpPT5w4EW+//Xab9Z999hnKyspUUt6Vr3N7W7duxY8//oirrrqqzevkL68zEVFXYyxlLGUsJaPiQGpEJ8C8efNU09/2fve736G5ubnNOkmwZXtJtk4//XRs3LgRixcvRkRERIfRXKUcSV1dnVo6HI4Ot0lNbmVl5RHvf6j7ej/+kf6O92Md7WMeD2nePXPmzA7r33rrLfzrX/9qs+7aa69VTa337t2L/v37t6ldnjx5cpe+zu3J8xDtm5b7y+tMRNTVGEsZSxlLyaiYdBOdANKct7PmwNHR0Z1OYSWjSksNrNS6ShJ59tlnH/ffDg4OVku99tOb9FnWbz/c/Q91X+/HP9Lfab/t0Wx3PDIyMlRtSHvff/99h3VXXHEFfvvb36oE9/7771dNFxcsWIA77rijQ+2wr19nb9KP+91331XTyckUX8fyd7rqdSYi6mqMpYyljKVkVGxeTtQNSkpKPHN7y+BcMtfy8dKbEuvNkr3JOulzfKT75+fnq0Sw/X2Ffv8j/R2ZS1qvdT3ax/Q1Oekhfej1WmXpyy1J6i9+8Ysuf529yZzcBw8e7FDLHaivMxFRd2AsZSxlLKVAwaSbqBvceuutqKqqwmOPPaZqaJ999tnjfqyRI0eqpZ7E66RflIxgrd9+uPvLIGTbt29vs37VqlVtHj8lJUX1nW7/d4TMHe39d472MbuCNDHftWsX1qxZo5LvUaNGYdiwYV3+OnuT5yE17TKfdnuB+joTEXU1xlLGUsZSChjdPWcZUU+bW3T+/PnqPs8//7y6fuWVV6o5mXfu3Nlmu9zcXDX3s9PpPOLzGDx4sJo/2nte5vvuu0/NAb1t2zbPuvLycvWYstRlZWUdcq7nlJSUNo958803q+cq80vrvvrqK7U/L7/88nE9pq/n6ZbXLy4uzn3ppZe6zWaz+6mnnuqW19n7+cTGxqrX4lC683UmIupqjKWMpYylZHRMuom68EChoKBAJYBTpkxRyZEoLi52JyYmuidOnOhubm72bDtr1iz12JJsHsmnn36qEr+zzjrL/eqrr7p/85vfqARz9uzZnT5fWXq766671PqbbrrJ/dprr7nPO+88df2dd95ps50kgZIw9u/fX500ePTRR93R0dHuESNGuOvr64/rMQ/1nE5U0i3mzJmjbrNYLCrJ9taVr7P+GHLbK6+8csi/44vXmYjIXzGWMpYylpLRMekm6sIDhUsuucQdHh7uPnDgQJvtPv74Y/U4jz/++HElg+J///ufe+TIkW6Hw+FOTU1VZ43b194eKhmUZF8Suz59+rjtdrt6zm+//Xanf2fLli3uc8891x0SEuKOiopyX3PNNe78/PwO2x3tY77wwgvqOS1atMhnSffq1avVbfK82+vK11lv2SC10yUlJYf9Oyf6dSYi8leMpYyljKVkdCb5r7ubuBNRz3X55ZfjwIEDqr+yr2zatEn1b5ZpxY51fm4iIiJ/x1hK5N84ZRgRdRs557ds2TI1fZovvfbaawgLC8Mll1zi079DRETU1RhLifwfk24i6jYy6mhhYaHPHv/TTz9VU7K9+uqrmDNnDkJDQ332t4iIiLoDYymR/2PzciIyrPT0dBQUFGDatGn417/+hfDw8O5+SkRERAGFsZTop2PSTUREREREROQjZl89MBEREREREVFPZ4g+3fPmzcMTTzyB/Px8nHzyyXjhhRcwbty4Q24/f/58/PGPf1QjJmdkZODxxx/HjBkzPLc/+OCDeO+995CVlQW73Y7Ro0fjkUcewfjx44/6OblcLuTm5qrmrNLXhoiI6EQPnlRVVYXk5GSYzcY9h854SkREAR9P3QHuvffeU3PTvvHGG+6tW7e6Z8+erea0LSgo6HT7H374wW2xWNx//etf3du2bVPzAsqcuZs3b/Zs884777gXL17s3rt3r5or98Ybb3RHRES4CwsLj/p5ZWVlqXl6Wfga8DPAzwA/A/wM+PIzIPHGyBhP+f3hbyg/A/wM8DOAAI+nAd+nW2qfx44dixdffNFzRjwtLQ233XYb7r777g7bX3HFFaipqcGCBQs86yZMmKDm8H3llVc6/RuVlZWIjIzEV199hbPPPrvTbRoaGlTRVVRUoHfv3ti1axdiYmIQyBobG7F06VJMmTIFNpsNgcxI+2K0/cnJycG///1vXHXVVUhJSUEgM9L7wn3xX6WlpRg4cCDKy8tVjDIKxtPAYKTfBqPtD+OpfzLSZ8xI+9JV8TSgk26n04mQkBB88MEHuPjiiz3rZ82apV60jz/+uMN9JBG+88478dvf/taz7oEHHsBHH32ETZs2dfo3nn/+efz5z3/Gnj17EBcX1+lzkSbpDz30UIf17777rnqORHR4tbW16iSV/OjxO0N0dN+Zq6++Wp3kjYiIMMxLxnhK9NMwnhL5XzwN6D7dxcXFaG5uRmJiYpv1cn3Hjh2d3kf6fXe2vaz3JjXhV155pXoTevXqhcWLFx8y4RZz585Vybx37bjUuMsZoNjYWAT62SzZ/3POOSfgz2YZaV+Mtj/Z2dkq6ZaWJ6mpqQhkRnpfuC/+q6SkBEbEeBoYjPTbYLT9YTz1T0b6jBlpX7oqngZ00u1Lkixv3LhRJfavvfYaLr/8cqxatQoJCQmdbu9wOFRpTz6IRvgwCu6L/zLCe2O1Wj3LQN8XI70vOu6L/zHKZ6s9xtPAYqTfBqPsD+OpfzPCZ8xo+2Lrgn0I6OFOpebZYrGgoKCgzXq5npSU1Ol9ZP3RbB8aGooBAwaoWrfXX39d/YDJkoiIiIiIiKhHJN36dF5LlizxrJOB1OT6xIkTO72PrPfeXkjziENt7/243gOlERERERERERm+ebn0o5aB08aMGaPm5n722WfV6OTXX3+9uv3aa69VIyE/9thj6vrtt9+OyZMn46mnnsJ5552n5uNeu3YtXn31VXW73Ffm5L7wwgtVX25pXi7zgMtIkDNnzuzWfSUiIiIiIqLAEvBJt0wBVlRUhPvvv18NhiZTfy1atMgzWFpmZmabSc4nTZqkRhS/7777cM899yAjI0ONXD58+HB1uzRXl0HY/vnPf6qEWwZBkynJvvvuOwwbNqzb9pOIiIiIiIgCT8An3WLOnDmqdGbZsmUd1kmN9aFqrYOCgvDhhx+e8OdIREREREREPU9A9+kmIiIiIiIi8mdMuomIiIiIiIh8hEk3ERERERERkY8w6SYiIiIiIiLyESbdRERERERERD7CpJuIiIiIiIjIR5h0ExEREREREfkIk24iIiIiIiIiH2HSTUREREREROQjTLqJiIiIiIiIfIRJNxEREREREZGPMOkmIiIiIiIi8hEm3UREREREREQ+wqSbiIiIiIiIyEeYdBMRERERERH5CJNuIiIiIiIiIh9h0k1ERERERETkI0y6iYiIiIiIiHyESTcRERERERGRjzDpJiIiIiIiIvIRJt1EREREREREPsKkm4iIiIiIiMhHmHQTERERERER+QiTbiIiIiIiIiIfYdJNRERERERE5CNMuomIiIiIiIh8hEk3ERERERERkY8w6SYiIiIiIiLyESbdRERERERERD7CpJuIiIiIiIjIRwyRdM+bNw/p6ekICgrC+PHjsXr16sNuP3/+fAwePFhtP2LECCxcuNBzW2NjI/7whz+o9aGhoUhOTsa1116L3NzcLtgTIiIiIiIiMpKAT7rff/993HnnnXjggQewfv16nHzyyZg2bRoKCws73X758uW46qqrcOONN2LDhg24+OKLVdmyZYu6vba2Vj3OH//4R7X88MMPsXPnTlx44YVdvGdEREREREQU6AI+6X766acxe/ZsXH/99Rg6dCheeeUVhISE4I033uh0++eeew7Tp0/HXXfdhSFDhuDhhx/GKaecghdffFHdHhkZicWLF+Pyyy/HoEGDMGHCBHXbunXrkJmZ2cV7R0RERERERIHMigDmdDpVMjx37lzPOrPZjKlTp2LFihWd3kfWS824N6kZ/+ijjw75dyoqKmAymRAVFXXIbRoaGlTRVVZWepqrSwlk+vMP9P0w2r4YbX+ampo8y0DfHyO9L9wX/2WEz1dnGE8Dg5F+G4y2P4yn/slInzEj7UtX7UdAJ93FxcVobm5GYmJim/VyfceOHZ3eJz8/v9PtZX1n6uvrVR9vaZIeERFxyOfy2GOP4aGHHuqwfunSparm3QikBYBRGGlfjLI/0rVDrFy5kt8ZP2SEz5jR9kX/zhgN42lgMcr3yUj7w3jq34zwGTPavtR2QTwN6KS7K856SDNzt9uNl19++bDbSm27dw261HSnpaVhypQpiI2NRaC/DvKlOuecc2Cz2RDIjLQvRtuf7Oxs7Nq1S3XpSE1NRSAz0vvCffFfJSUlMCLG08BgpN8Go+0P46l/MtJnzEj70lXxNKCT7ri4OFgsFhQUFLRZL9eTkpI6vY+sP5rt9YT74MGD+Prrrw9byy0cDocq7ckH0QgfRsF98V9GeG+sVqtnGej7YqT3Rcd98T9G+Wy1x3gaWIz022CU/WE89W9G+IwZbV9sXbAPAT2Qmt1ux+jRo7FkyRLPOpfLpa5PnDix0/vIeu/thZyp8d5eT7h3796Nr776KuBrqomIiIiIiKh7BHRNt5Am3bNmzcKYMWMwbtw4PPvss6ipqVGjmQuZYzslJUX1ERO33347Jk+ejKeeegrnnXce3nvvPaxduxavvvqqJ+G+7LLL1HRhCxYsUH3G9f7eMTExKtEnIiIiIiIi6hFJ9xVXXIGioiLcf//9KjkeOXIkFi1a5BksTab5khHNdZMmTcK7776L++67D/fccw8yMjLUyOXDhw9Xt+fk5OCTTz5Rl+Wx2g+KduaZZ3bp/hEREREREVHgCvikW8yZM0eVzixbtqzDupkzZ6rSmfT0dDVwGhEREREREVGP7tNNRERERERE5M+YdBMRERERERH5CJNuIiIiIiIiIh9h0k1ERERERETkI0y6iYiIiIiIiHyESbcPXTDQClNdiS//BBEREREREfkxQ0wZ5q8+uSoE+PtYIKY/kDYeSBsHpJ8GxA4ATKbufnpERERERETkY0y6fWhbUTOGxluA0r1a2fSudkNEKtD/TKDfFKDfmUBonC+fBhEREREREXUTJt0+NOylGpRk70FMzV4gezWQuRLIWgVUZgMb3taKSBkDDD4PGHw+ED/Ql0+JiIiIiIiIuhCTbh9zB0UBKecCA8/VVjhrgYPLgX1LgX3LgIItQM5arSx5CIjNAAbP0BJwScbN7HZPREREREQUqJh0dzV7CJAxVSuiMg/YuRDY8Rmw/1ugZDfww3NaCe8FDL8UGHEZ0Gsk+4ETEREREREFGCbd3S2iFzD2Rq3UVwB7vtIS8N2Lgao8YMWLWpHB10bM1Eps/+5+1kRERERERHQUmHT7k6BIrWZbSlODloBvng/s/Bwo2QMse0wryacAI6/WEvDgqO5+1kRERERERHQITLr9ldXRMrjaeUBDlVb7LQn43qVA7nqtfHkfMPQiYNQvtanIOA0ZERERERGRX2HSHQgc4cDJV2qlukhLvjf8CyjcBvz4vlai+wKn/BI4+WqtyToRERERERF1Ow6NHWjC4oGJvwZuWQ78aglwyizAHgaU7QeW/Al4Zijw7hVan3CXq7ufLRERERERUY/Gmu5AJU3JU8doZfpjwNaPgPVvAVkrgV2LtCK13zJA28hrgJCY7n7GREREREREPQ5ruo3AHgqMuga48Qvg1jXAhFsBR6RW+y39vp8eCnw8B8jb1N3PlIiIiIiIqEdh0m008QOB6Y8Cv9sOXPAckDgcaKrT+oD/7Qzg9XOBzR8ATc7ufqZERERERESGx+blRq79Hn2d1uc7cyWw+lVg+ydA1iqthCZot4/9FRCe2N3PloiIiIiIyJCYdPeEvt99JmqlKh9Y909g7RtAdT7w7V+BH57V5vue8GsgaXh3P1siIiIiIiJDYfPyniQ8CTjzD8AdW4DL3gRSxwHNTmDjO8ArpwL/vBDY9SVHPSciIiIiIjpBWNPdE1lswPBLtJK1Blg5D9j2MbD/G63EZmjTkp10JWAP6e5nS0REREREFLBY0+1DIQND0OhqhF9LGwvM/Adw+yZg4hzAEQGU7AYW3AE8MwxY8rDWLJ2IiIiIiIiOGZNuH+p3Tz9c+MWFuG3JbXhn+zvYX7EfbrcbfimqNzDtEeCOrcD0vwBRfYC6UuC7J2F9cRRGHfwbkL+5u58lERERERFRQGHzch9qqmxCXUQdlmUvU0UkhSbh1ORTcWbamZjQawKCrEHwK0ERwIRbgHE3ATs+A1bMgylrJXqX/gC8PgVIPx2YdBsw4BzAzHM2REREREREh8Ok24d23L4DK/aswNaarViRtwLrC9YjvyYf/939X1WCrcEqAT+r91k4I/UMRDoi4TfMFmDohao0HViF/I/uR0rFGpgOfAdIiRsITLwVOOkKwBbc3c+WiIiIiIjILzHp9iU3kBGZgQn9JuDGETeirqkO6wrW4bvs7/B11tcqAf8q8ytVLCYLxiSNwTm9z8G56eciOiga/sKdcgrW9f01Ek87GbZ1f9emHSveBXx6u9bnW+b6lhIW391PlYiIiIiIyK+wfXAXkprt01JOw9zxc/HlpV/i/fPfx00n3YQBUQPQ7G7GqrxV+POqP2PKf6bglq9uwad7P0VNYw38RkQKcO6ftX7f0x4FInsDtcXAN3/RBl375DagaGd3P0siIjKYh6c4YN/9GVC8G3A1d/fTISIiOias6e4mJpMJQ2OHqnLbqNuQWZmJJZlL8Pn+z7G9dDu+z/leFYfFgcmpkzGj7wyclnqauu4X/b6lafm4/wO2fwKseBHIWQesf0srGedqI6H3PUN2tLufLRERBbj7znAAi27TrthCgIQhQPIoIHWcNgtHdF/GGyIi8ltMuv1E74jeuH749arIKOeSfEs5UHkAXx78UpUwW5hqen7xgIsxMn6kSty7lcWqzfU97OdA5kot+ZbB13Z/qZWkEVryPewSwGrv3udKREQB69V1Tlw/YyxsJbuAxlrtRK+UNX/XNgiJA1LHagl42gQgdQxg9YOT1EREREZpXj5v3jykp6cjKCgI48ePx+rVqw+7/fz58zF48GC1/YgRI7Bw4cI2t3/44Yc499xzERsbqxLbjRs3oiv1jeyLX4/8NT65+BPVBH3W0FlICElAdWM1Ptz9Ia79/Fpc+NGF+Pvmv6OgpgDdTpL/PhOBK98BblsHjJ2t1UTIFGP/+z/guZOA758B6sq6+5kSEVEA+r8F9ai8/H/APTnAnHXAZW8AE27VEm2LXevqtOtzYMmfgH/MAP7SB3jrYuC7p7XknE3SiYioGwV8Tff777+PO++8E6+88opKuJ999llMmzYNO3fuREJCQoftly9fjquuugqPPfYYzj//fLz77ru4+OKLsX79egwfPlxtU1NTg9NOOw2XX345Zs+e3SX7IfN3F1c7kV9Rj4LKehRU1aOwsgFF1c2orj8b6c7TEercgSLTD6ixrlM14M+tfw7PrXsejsYhCGuciBjTKITagxBqtyLEbkFEsA0xoXbEhtkRG2pHTKgDvSKDkBQZBJvFR+dbYvsD5z0JTLkHWPcmsOpVoCoP+OpB4JsngFG/0KYki+nrm79PRETGJTNrxA3QyvBLtXVNDUDeJiBrNZC9Gji4HKgpAvYt1coSADI7SPqpwICztS5QUb27e0+IiKgHCfik++mnn1aJ8fXXX6+uS/L92Wef4Y033sDdd9/dYfvnnnsO06dPx1133aWuP/zww1i8eDFefPFFdV/xy1/+Ui0PHDjgk+dcUdeITVnl2JFfiT2F1Z5SWd90hHvGAbgIME+HNXwzbFFrYQ05gAb7NlWKm4PRWDESjRWj4apPkSroTh/FbAKSIoKQEh2MlKhgpEaHoHdMCPonhGJAfDgiQ2w/fSdDYoDTf6c1L9/yX2D5i0DhVmD134A1rwGDzwMm3gb0Hv/T/xYREfVc0ow8Tfp2j9Ouu91A0Q5g/7dakWku6yuAnQu1IuKHABnnaAl47wmA5QTEPSIiIiMm3U6nE+vWrcPcuXM968xmM6ZOnYoVK1Z0eh9ZLzXj3qRm/KOPPvpJz6WhoUEVXWVlpVo2NjZif2ElVu0vxYascqzPLMeeohp1TNBZK+2EMAcSIhyI9yztCA+yIdRuUbXXIQ4rgqxmmEyTpMEdCuuysbLoS6wqWoxyFMMes0KVOFtf9HOcjYjmcaiqtaC0thEl1U7kVdbD2eRCbkW9KmvQscl3XJgd/eMlAQ9Ty4z4YNQ3a/ty7MzAsJnA0MtgOvAtzCtfgnnfEmD7p6q4UsbANf7XcA+aAZh9/3HU9+H49sX/GGl/mpqaPMtA3x8jvS/cF/9lhM/XscbTo97n6AFaOeUGrWl5wWaY9y2Dae9XMGWvgaloOyBl+fNwO8Lh7jsFrgFT4R5wLhAqJ7h9g98n/2Wk94bx1D8Z6TNmpH3pqv0wuaVdc4DKzc1FSkqKajI+ceJEz/rf//73+Oabb7Bq1aoO97Hb7fjnP/+pmpjrXnrpJTz00EMoKGjbP1pquvv27YsNGzZg5MiRh30uDz74oHoMb9Fn/Qr9T7sARQ2WDtvHOdxIC3MjMRhIDJalGwnBgO04W3273C7sbdqL9c712N64HU3QEhg77BhhH4Gx9rFIsaTADROqG4HSBikmlLUsi+qBgjoTyp2d146b4EZ8EJAS6kZaqBspoVDL0OOoHAivy0b/oi+QWvoDLG7tedbY47Ev/lxkxp6BJkvw8b0IFNBqa2uxa9cuDBw4ECEhId39dIgC4jtz9dVXo6KiAhERETCKzuKpkO5gJ+K3wdZUg/iqzUis3ITEyh/haKry3CYxsiRsEPIiRyMvajTq7L5LwIl8hfGUyP/iaUDXdPsTqW33rkGXM/OnvbgJRQ2AxWzCyNRInNI7SpWRaZGIC/PdqKrlDeVYsH8BPtzzoer7vc65TpXB0YNxyYBLcH76dDUSemeqG5qwr6gGe1vKrsIqbM+rQn5lAwrrgcJ6EzaUtG7fLy4EI9OiMEqVSAxICFP7e2Q3wVVdCKx7HeZ1byK0rggjct7B8OJP4Rp1LVxjbwIikuGLM1nSneCcc86BzRb4zQmNtD/Z2dkq6Z4wYQJSU1MRyIz0vnBf/FdJidePscHjaVpaGqZMmaIGOD0xZmoLtwtNuRth2rsY5t1fwJT/I+Kqd6giMcmVdDLcg86Da/D5QNzAn/xX+X3yX0Z6bxhP/ZORPmNG2peuiqcBnXTHxcXBYrF0qKGW60lJSZ3eR9Yfy/ZHy+FwqOKtatMXePmPczD9lL6ICOq6D2S8LR7Xj7ge1w2/DusK1uGD3R9g8YHF2FG2A4+ueRTPbHhGzft92cDLMCx2WJupx6JtNowOC8bovnFtvlj/+Xgheg0bhx0FNdiaW4ktORU4WFKLfcVa+XBDrto23GHFyWnayYUx6TEY3ScaoY5DfMyiU4Cp9wNn/D/gx/eAFfNgKtkDy8oXYVn9ijbV2KQ5QK+TT/hrJD8QRviRMNL+WK1WzzLQ98VI74uO++J/jPLZOpp46tPPYPp4rZx9H1B2UJv6cscCNSCbOX8TkL8Jlm8eBWIzgCHnA0Mu1OYI/wnTdvL75L+M8N4wnvo3I3zGjLYvti7Yh4BOuqWp+OjRo7FkyRI1ArlwuVzq+pw5czq9jzRDl9t/+9vfetbJmRrv5uknSumiF3D22w90acLtTZLpMUljVLl77N34ZO8nKgGXecD/u/u/qgyOGYyZA2eqJDzM3nnttwizAacPiMNZQ3p51pXWOLEhswzrpRwsx6bsclQ1NOH7PcWqCKvZhJNSIzGhX6wqY9KjEWJv97GzhwBjbgBOuQ7Y/YU26NrB74HN/9FK+unagGwy4I3ZELPcERGRP4ruA0z8tVaqi7SB1yQB37cMKNmtTX8pJaoPMOznwPBLgKSTflICTkRExhfQSbeQJmizZs3CmDFjMG7cODVlmEz5pY9mfu2116p+3zJFmLj99tsxefJkPPXUUzjvvPPw3nvvYe3atXj11Vc9j1laWorMzEzVZ1zI9GNCasN/ao14d4kKisK1w67FL4f+EusL1+ODXR/gywNfYkfpDjy88mE8ufZJ/Kzvz1QC3r72+1BkOrKzhySqIpqaXdhZUKUGi9twsEwNHpdTXqeuS3lp2V6VhEtN+IR+MSoJl5pwTxIuCfWgn2kld4Oq+caWD7WRZ6VEp2tzgI+6BgiO9vVLRkREPVlYPDB6llbqK4HdX2qDgMqy/CDww7NaienfmoAnDGUCTkRExku6r7jiChQVFeH+++9Hfn6+GvBs0aJFSEzUEkFJnmVEc92kSZPUYCz33Xcf7rnnHmRkZKiRy/U5usUnn3ziSdrFlVdeqZYPPPCAGuAlkEkyPTpxtCp/GPsHfLrvU5WA76vYhw93f6iK1H5flnEZZvSbgXB7+FE/ttVixrDkSFV+OaGPWpdVWouV+0qwcl+pWkoSvu5gmSrzlmpJ+Cl9onFGRhxOz4jH8JRIrU+4NN279O/A1AeBVa8A698Cyg4AX94LLH0EOOlyYNxNQOIwH75aREREAIIigBGXacVZoyXeclJYlqV7ge+e1Ir0+5auUZKEJwzmS0dERMZIuoU0JT9Uc/Jly5Z1WDdz5kxVDuW6665Txeik9ltqvn8x5BfYULgB83fN99R+/3nVn/HUuqdU7ffFfS/G8Q5ynxYTosrMMWmHTMJX7y9V5ckvdyEqxIZTB8SpJPy0jHikRKUC5/4ZOHMusHk+sOpVbb7vdf/QSp/TgHGzARnkxmKIjzMREfkze6iWVEtpqAZ2LdIS8D2LgeJdwDd/0YrUeqvtLgHiBnT3syYiom7ELIVU7fcpiaeocve4u/Hp3k9VAu5d+93L0gu1u2txwYALjqn2+3BJuCTymaW1+G53Mb7bXYTle0pQXtuIz37MU0X0iw/FGRnxOD0jDhOG/wKhp8xSg9tg9ataMz/p+y0lIgUYc73WL1yaBBIREfmaI6y1Bry+Atj5ObD1f8CeJUDhNq1I66ykEVoCPuhCvidERD0Qk25qI9IRiV8M/QWuGXKNqv2WpudfHPgCec15eGzNY3h2w7OYnj5djXw+Im7EUfX9PhS5b5/YUFV+MaGP6hO+KbtCJeCSiG/MKlfTl0n5x/IDsFlMGNMnBlMGJ2HK5BcxYNojMOk13pU5wNd/Br75q1arIAOzpY1j3zoiIuoaQZHAyVdqpa5MGwVdEnAZhC1/syq2JX/CGSF9YY7eC5x0GRDVm+8OEVEPwKSbjlj7feeoO/HEwieww75D1X7/b8//VBkUPUgl3+f1O+8n1X57PowWsxpYTcpvpw5ERV0jVuwtUUn4t7uLkFVahxX7SlR5dOEOpEQFY8rgi3DWz2bhVOd3cKz7O5CzTpt+TIo07Rt9HXDSFUBwFN9pIiLqGjLY56hfaKW2VGuZtfVDuPd/i+ja/cDXD2kldax2onjoRUBkCt8dIiKDYtJNR1X7PckxCQ//7GFsLd/qqf3eWbYTj6x6BE+vexrT0qepkc9/au13m78bbMP04UmqiAPFNfhmVxGW7ixUybj0B397ZaYqdms0xvd9DDPHFmBK1acI3/Op1qzv898Dix/QRpWVBDxxJN9xIiLqOiExnlHQm8pzse2/j2OEeTfM0lUqe41WvpgL9J7YmoCHa4PBEhGRMTDppqMmyfSohFGq/H7s77Fg3wLM3zkfeyv24qM9H6kyMHqgp/Y7wh5xQl/d9LhQVWZNSkeds1kNxCYJ+Nc7CpFdVtfSN9wC4GIMj7kQv05ajzOqFiCsYhew8R1VrAlD0dc+Bqg/FbDF8d0nIqKuExqPA3FnYeiMJ2GuLwG2fawNwpa1EshcoRU5WZx+mtYHXBLwUMYqIqJAx6Sbjrv2W/p9Xz34amws2uip/d5VtguPrnoUT699Guemn4ufD/i5mp7sRNV+64LtFkwZnKDKQxe6sbeoBst2FqokXEZC31Jqxq9LxwAYjYm2PZgT8QPG130Da+E2nIRtcD83Hxh+qVb7nTqGfb+JiPyYI9kBl9sFQwlPAsb/n1YqcoBtH2kJeM5a4MB3Wll4F9D3DC0BH3KBVmtOREQBh0k3nfDab0nA95TvwSd7P1ElNSwVFw24CBf1vwi9wnr55DkMSAhT5Ven90N1QxN+2FOsJeE7irCiMgMrSjIQgctwieV7XGtbgn5NOcDGt7USPwQYdY3W9zss4YQ/PyIi+mkyHs3A+V+cr7owjYgfoS3jRiA+xCCzVUh/7om3aqXsYGsCnrcR2LdUK5/dCfSbonWXGjSDY5UQEQUQJt3kk9rvTUWb1GBri/YvQnZ1NuZtnIeXNr6E8b3G4+IBF+Ps3mcjyBrkk1c/zGHFtGFJqsi0ZDvyq1QN+NIdhfhX5s/wj/ppGG3ahautS3CeeRWCirYDX94H9+IHYMo4V0vAM6YBVrtPnh8RER0bV4MLtajFqvxVquh6hfZSranGJo3FmMQxSAtPO+Etq7pcdB/g1Nu1UrJXGwF960dAwWZtLnApFjvQ/+yWBPxngOOnD2ZKRES+w6SbTjg54BmZMFKVP4z9A5ZkLlH9vVfnr8bKvJWqhNvCMb3vdJWAn8jB1zp7LkN6Rajy6zMHoLiyFi/M/wqVoWfi0d0j8FBNGc63rMRMyzcYZd4D7PpclcagGFhOvhzmkdcAvU7yyXMjIqKjs+2WbVi1ZxUyGzOxuXgzfiz6EXvL9yKvJk+1sJIiEoITMCZpjCpjE8eiT0SfwE7CY/sDZ/w/rRTtaknAPwSKdnjiFSwOIOMcrfn5wGnayOlERGSMpLuxsRH5+fmora1FfHw8YmLYz4g6CrGF4IL+F6iSXZWtmpt/vOdj5NbkYv6u+ar0i+ynmp/P6DsDSaHaSOW+IiOinxLnxowZI2CxWPFjTgWW7hiJB3ZegpqcbZhp+RaXWL5DQn0psOoVVcojB8M++hcIOYXNz4mIuuWYwAX0j+iPcbHj1GCdoqaxRiXfawvWYm3+WvxY/CMK6wqxcP9CVUR8cDwm9JqAUfHjkRY0ErX1QSiqakB5bSPKahtRUedUl2uczahvbEZDkwsNLUsh+brZZILZBJjknwmwW80IsVsQYreqZagsHdoyKsSGmFA7okPtiAmxey6H2i0/PfmPHwic+QetFGxrTcBL9gA7FmjFbNX6gA8+XyscBZ2IKPCS7qqqKrz99tt47733sHr1ajidTtV8VwJJamoqzj33XNx0000YO3as754xBazU8FT8euSvcfPJN6sDJKn9XnxwsZr7+5l1z+DZdc+q2glJvs/pc45qru5LZrMJI9OiVLnjnIEoqhqLb3bNwMPb89C85yuc1/w1pprXI6piB/D1fWj++n7kRI+D5eQrkDzhUpiCfPv8iIj8WXcfE4TaQjExeaIqoqy2Gl/sXY0fsldhe9lGFDbuQlFdET7d96kqork+GU3VA9Fck4Hm2j5d1uAv2GZBr8ggJEY40FRlxvbFu5ESHYKkyGC1PjkqGNEhtqNPzBOHamXKPUD+Zm0ecEm6ZarMvV9r5bPfAWnjtRrwIecD0em+3k0iIjqEo442Tz/9NB555BH0798fF1xwAe655x4kJycjODgYpaWl2LJlC7777jsVZMePH48XXngBGRkZR/vw1IOYTWaM6zVOlXvG36NGPZcDonUF67Amf40qMgL66Smnq6nHJqdNhkOaz/lYfLgDl41OVaWxeTTWH7wJL2/ZDdu2DzGpdolqft67bCWwbCXql/0BOyNPQ/PwyzDw1J8jLCTE58+PiMhfdPcxQbPLjT2F1diQWYYNmeXYmFWOXYVVcLvlVukSdBJgaoQl+CAsobthDdsFS1AeLEG5qiBuGSxwICVoOAaEn4Lh0eORHNobQTYzHFYLHDYzJP11uaW4VZHHluJsbkatsxm1Dc2ocTapyzUNTapI7XlZrROlNU6U1ThRUuNUteZ1jc3YV1yjCmDGmqL9HfYp3GFF79gQ9IkNQe+YULXsExOi1vWKDIZFqtvbkyRdukBJOeteoFhqvT/VkvCcddpUZFK+vBdIGgEMuVCrAU8Ywlk7iIj8Meles2YNvv32WwwbNqzT28eNG4cbbrgBr7zyCt58800VbJl005GE2cNw6cBLVcmrzsPnBz7HZ/s+U1OPfZ31tSphtjA18Jok4OOSxsFilrm4fctmMWN8v1hVcOEEZJfV4qP164DN83Fy2Zfoa8rDyRVfAz98jfLv78KSsMmoG3QJhkyYhn7x4YHdh5CIyA+PCXLK6/H57oP4bncRlu8tQVV9U4dtYkPtntksMhLC0C/+VKRGS21yMGqay7Aid4Uqy3OXo6S+BJn161T5uug11f9bTvaekXoGRiaOgc1iOyGfg1pnEworG5BXUY+c0mp8s2YTonqlo6DKifzKeuSW16O4ugFVDU3YmlupSnt2ixmpMcHoF6ftm176x4ciPMjrecYNAE67QysV2cCOz7QE/OAPWo24lKWPAFG9gYHTtT7g6acDVt+f2CYi6smOOun+97//fVTbORwO3HzzzT/lOVEPJdOJ3TD8BlV2l+1Wybf0y5OBcj7e+7EqMUExmNp7Ks5JP0eNVGuV/mtdIDU6BKlnnw6cfTrqnU1Yt/47NKx/DwOLvkAcynB2zUJg/ULkrYvBf22TUNF3BvqPPhsT+scjyOb7kwRERF2pq48Jkn/1Ci58bWObddKf+uTUKIzqrXUTGtk7Cgnhh54VIxhxnjFGZM5viTM/5P6A5TnLsa5wHQ5WHlTl7e1vI8QagknJk1QCfnrq6YgLjjvu5y59v9PjpISisXfE/2fvPsCjqNY+gP+3pffeSSEh9B56r1IEVBBE5XpRP712bGD3eu29YO8KiljogvTeIXQSSCC9955Ndr/nnGVjAqHFbLK7/H8+r7M722Zml5x55zRo0mMxblx7aDR/J8sV1bVIKShHUp6IMiTnG26n5JfL9dW1OiTmlMlYdyKrwfuLJusyCfc+l4ifu+3tEgiFcR7wslwg7k9DAp64CShMBvZ8bgiNIxAxzDAKupjBg1NnEhE1O45eTmYp0j0SD/d8GA/2eBCx2bEyAV+TtAb5lfn4Jf4XGW62brIGXPT/Fk3VNcrmqZW4HDsbNXr2HQb0HQZ9bQ3SD61Fyb6fEZzxF/yRj5tqVgCnViAr3g2/6vsgLWAMArsOw9BoP5m8ExHR1dF4BkGlAHq0ccfgSG8MjvJGp0DXxptcX2E3p3Ye7WSIC72l1aVyZo3NqZuxNXWrrAVfl7xOhtDBswOGBA2RSbi4LV7fnOxtVIjydZbRWFP6jKIKnM0tR0JOqWxWL0Lczi6pQlaxIbafzmvwOjGoWztfZ0T7OaOdnwva+Y1H1I3T4aysBhI3A/Grgfg1QGnm3wOxCYE9gajrDLXgokk6W24REbVe0l1ZWYnDhw8jOzsbOp1hlE+j66+//p9vGdG5E6Mevj1kzO0zF3sz9uKvpL+wIXkDCqoK8Nup32S42LhgeMhwmYD38+/XbM0CL0ehUiOgx3WAiJoqVJxch4K9v8A9ZR18dYW4VbEGyFyD7Aw3rF7ZG4ddhsCr4zAMaueHnm3cWQtORFbB1OcE2b+/jOOb/kBogC9M1dVpZJuRMkQt+Im8E9iSukUm4cfyjuF43nEZnxz6BJ52nrL2WyTgorwRrzUlcWFBtrZyd8DAyIY17kUV2rpEPOFcMn46p1TWkItR2XefyZdRX6CbPaL9vNHO7z9oN+JxdFUnIzhnC1Sn1wDpBw19wUVs/B/gHAC0HW6YEzx8KODAmWqIiFos6V69ejVuv/125ObmXvCY6MtaW1vbpI0huhRRk90/sL+MZ/o+Iwde++vsX7ImQtSAi9HQRYg+4AMDB2Jo8FC5NPUo6HXUtrDvNF6GSMD1iZtQtG8x7BJXw6emELer1wLla5GzxwXrd/bAj4reqAkdgr7tgjAkygsR3k7sC05EFqclzgkqTu2UA4211MXejl4dZdzb7V7kVuTK2u+taVvr+oIbyxvRxamnT8+6JDzUJbRF/47LaTBD3GXUJ6Y/Ewl4XGYJ4rJKcFIsM4tljXhaYYWM9Sez656vUXVFhPcA9IqoxnDVQXQu2wnPrB1QlqQDB380hBhaLqA70HYEEDEc8O3WYvtJRGTpmlSCPfDAA5g6dSqee+45+Pqa5qoz0aWIE50+/n1kiBHQD2QfkNOPrUtaJ6eIWX12tQyVQiVryUWzQJGEB9gHtMyBVdtCETUGbqJ5Xk01cGYLqg7/BsXJlfDWFmG6ehOmYxMqkt/H1rOd8dmfPXHUsR86R0XIZpMDIrzk3K5ERObO2s8JRH/uKZFTZGhrtbL/t6gFFyH6gO/O3C3jrX1vIcgpqK4feG+/3i0y80ZjxFgiovm9iPoKy6tlAh5fl4gborSqRt4/mQn8iA6iQT1scRuG2J3CBIcTiNHFwq8yEUg/YIgtb0Jt44QY+ygo92UCkSMAzwg2RScias6kOysrC3PmzLHKwpUsjxjNXJzciJgbMxeHcw7LJoGbUjbhdOHpumnIxAmRqIUIqgqCV6YXegf0ho2qBRJbtQ0QORK2kSOBWi1wdhv0J1ei5sQq2JemYbRqvwxd1RfYfzgSaw/2xDv6XnAObI/BkV4yCReDBIkR1YmIzM21dE4gui719e8r44neT8ikWyTfoiZ8X9Y+pJamYuHJhTLs1fbo49dHJuBiVHQxWGhrc3OwQd9wTxlGYm51UfMtku+6hDyjRDZb/6uyowzgJvigAINVhzFIeQSDVUfhXl0M/+oDwBoRgN7ZHwoxEnroQCBsEOAexiSciOifJN033XQTNm3aJOfnJDInollgN59uMh7q8RBSSlKwOWUzNqVuwv7M/ThbfBbiv20btskTIpGoixFqBwQMkNPFmLxZoOhrHjEMiohh0Ix70zB9S9wq6E6shDLrMHor4tFbGY+n8BMSsvyxOaMrPtjUDcc1ndAzwh+DorxlIt7G09G020lEdIWu5XMCUW7c1uE2GeXacjkYm0zC07Yiuzxblj0ihLZubTEwYCBUNSrU6GqgQcuMPXI5otwz9hkf0f7vCyfVNTok5pbKBNzYPH17pj9+LRoChVaHjoqzGCwT8MPorjgF25IM4MgvhhBN3B38oG8zCHaRg6EIGwy4tWESTkTXrCYl3R999JFsSibm3ezcuXODaS+EBx98sLm2j+gfCXYOxq0dbpVRUl2CzcmbsWjPIqSoUmS/PGMTQSHQKbAuAe/l18v0fcFFgu/fRYZy6FygMMUwmuzJldCf3YoIZCBCmYF/YzXK9bbYeaoDNsV1xee6rlB6hGFgWy/0CXVDmda0m0lEdCk8JzBw0DjIAT1FiNrj+IL4ugT8UM4h2fJKhPDLb7/I8UlEU3RR5nja/13zbC5s1EpE+7nIqK+oXIuTmcU4nt4Ba/eEYqft7UjKykc77Un0VR5HP+VxdFOchl15JnBisSFE03YbXxR69YSqTT94tR8E+6AugJJTahLRtUHd1Pk5//rrL9jZ2cmr2/VrB8VtJt1kjpxtnDGmzRjUHqvF2OvG4kzpGWxP2y4HxhF9wtNK07A4frEMBRRyKhnZbN23N3r69ZQjpJuUWzAQc5cMRWWRYS7VU2uhP70ODiUZGKE6KENIKPHHpv3dsHhvV+zVtcMPqTvlqLb923ohJtQDji004BAREc8JLiTOhYxTkt3V5S4UVhbKskZ0e9qctBkl2hKsObtGhihvxDRk/QL6yQu/Xb27tkzXpyZyddCgT7gnegS7wCPvKMaN6wOVSo20wpGyRnx3RjEWZuRAk7YHbUoOykS8qyIBbtVZcEtfBYjYCZTDDmftO6BIJuJ94dV+ANr4+zV5GjgiInPWpDPzp59+Gi+++CLmzp0LpZL9TMkym6FHe0TLmN15tmwWKPp9b0/fLpsHnik6g5P5J2X8cPwHeVIknhvjFyMTcdF83aQ14XauQIdJMhR6PZB1VCbgOL0O+uRdsgZcxGz8iSq9BnvzorA9pzPe2dYJcYowdAn2kAn4gAhPdA9xlzUWRESmwHOCy3Ozc8O48HEYFTwKKwpWIKRPCHZk7pB9wU/kn5DTkon48siXsutTT9+ecjoykYiLZuktOSJ6UyiVCgR7OMgY1UE0UY8E0L9uFPUVqVmoSNgBu8x9CCg5jI66eDgrKtCh4gCQIuIL1G5VIB4hOGPXEaWenaEO6gHftt3QLsAdXk6tMyAdEVGrJt3V1dW4+eabmXCTVTULHBI8RIaQU54jB8XZk7kH+zL3yb7g4sRIxHfHv5PPCXcNlzUSsg+5dzeEuobKZL7ZiZMtv86GGDSnYS34qbWwLc3EQNUxGU+KJnx6R+xM74DtqZ3w5IZOyFIHoleoBwbIJNwLHQJcWJNARM2G5wRXR5QTXby6oKd/TzzQ/QFZ3uzM2Imd6YYQXZ+2pW2TIXjbe8vkWwzeJpZiNHVL0WAU9T5RAP4l1+cVlyM2bj/KRSKesVcm4n66LLRHEtpXJRlqw9OBit02OKYPxV+qSOS5dIDWrzvcg6PR1tcFkT7O8HWxNfsLEkRETU66Z82ahUWLFuGpp57iUSSr5O3gjevCrpMhZJVlySRc1IaLpRixNrEoUcYfp/+QzxHNz0USLqKTVyfZXNDdruHcqc1dC15TXY0tf3yFocGAKmkrcHYr3KqKcZ1qrwwhVe+FHWc6YltCJ3yl64Bqex/0DTck4f0jxPzgjjxpIaIm4znBPy9vro+4XoaxL7hocSUScFHeiGkwlyUskyGImm/R4qqXby9ZI26O/cEvx9PFAZ69BwEizqktykDuiS0oS9wNTWYsvEpOwB7l6KWIRy99PFC0EigCik/a46guDMv1oTijCkOZR3vY+bVHmJ87In2c0NbHSQ4Kx2bqRGTxSXdtbS3eeOMNrFmzBl26dLlgILV33nmnubaPyCz4OvpifPh4GUJBZYEcGCc2O1Yuj+YeRXF1sRwwR4SRGJxNJN8iOnp2lMtmbZauUKDULgC63uOg6n8vUFsDZMQCiRuBxM3Qp+xGUG0upqk3Yxo2y5ck1vphd1x77D7RHp/qoqF1DkSfMA/ZR69fuAcivJ2YhBPRFeM5gWn6gs/qOAtVtVU4mH2wrhZctLYyDsj208mf5GsiXCPk4J8iCRdLS6oJr0/l6g/fvjcDIgSdDsg7jaqUfShJ2ANFxkG4FJ6Ai64C/VXH0R/HDc8rALT5Kpw+FoAT+jb4UReC08pQVHh0gLdfENp6OyHS15CMt/F0gK2ag7cRkYUk3UeOHEH37t3l7aNHjzZ4jM186FogarCHBg+VIWh1WsTnxyM2JxaHsg/heP5xWRsuBmcTsTZpbYNEPMo9CpHukYZwi5TTzqiVzTD4mUoNBPUyxODHoaguA5J3ygRcNEnXZx5BuDJTxgxslC9JqfKWCfjuY9H4XNceFQ5BiDk3j2ufME9ZcyD66xERNYbnBKZjq7Ktmxf8kZ6PIL8yX3Z5EjXgIk4VnEJCUYKMRXGL5GtCXUJl8t3dp7tseRXiHGKZ52ZizCDvKNiK6HGLYZ24sJxzAkg/iNqMI6hKPQRN7nFotCVor0hBe6QAxpy6CMgpdMWp44E4rQ/ETn0gEvWBKHMNh4tXMMK9nRDq6YAwbyeEeznC25EDkBKR6TTpL8zGjYaTdSIy0Cg16OjVUcbM9jPlOjFF2Yk8wwA5x/OOy6WYN9yYiG9M2djg9aKPuEjCRdNB49LP0e+f9RO3cQTajjSEuChWUQAk7waStgFnt0OfcQjByhwEIwc3qQxTp2XUeGD3yWjsOd4eC3SRyLMPQ68wb9kkXdSGt/N1ZhJORDwnaAUedh4YHTpahrHV1YGsA3VJeFx+nByDRMSv8b/K57jZuqGLdxfZj7yrT1d08uwEJxsny/wFiwvL58Y4Ebm1g1gnBhstSgEyj8pBR8XF5ZqMo1AXnoG3ogjeqqK/a8WFCqAo2QGnkwJxWheIrfpAfKMPQJIiCFUaD6wojEW4jxPCPB0R5uWIMG9HeDux7zgR/TNNvqxXWVmJw4cPIzs7GzrRBOgccTV14sSJ/3CziKxjirIY/xgZRkVVRfKk6FThKVlDIaPwFCpqKhBXECfj/FoOMde4qLkQteEixIBtYulu24T+4vbuQLuxhhD/XqtKgJTdMgFH0nbo0w7AX5ePyaodMoTiWnscjI/E/pNReEkfhbO20egUFigTcNEsvb0/B2YjutbxnKD1Wl2NaDNChrGMEUn4/qz9suuTuOBbWFUo5wsXIYjZONq6tzUk4d5dZbencLdwefHXIolafLcQQ0SPg6jTl3tSVQrkxAG5cUDOSehz4lCbHQdVURJcUY6eilPoqTzV4K2q9GqkJPjg7GlfJOt9sVLviyS9H7I1gbD1bIMQb1eEejkixMNBNlUXSx9nJuREZKKke/Xq1bjtttuQl5d3wWMi6Rb9u4joQqI/9/mJuE6vQ3ppel0CbkzGk0qSZH8+Y/+9xpL6Ns5toChTICE2AUEuQQhwCjCEYwDs1HaX/wpsnRvWhFeXA6l7ZQKO5F3Qp+6Di7YMQ1SHZQi1OgVOng7BvvgofK6LQpxNBwSHRqFvhBdiwjzQwd8FahWnKCO6VvCcwLzKmGEhw2QI2lqtnPrycO5h2fVJLEVLK2M589up3+TzRMItWli192gvk3CxFPevqBwxV7ZOQFBPQ8iLDedOerWVsq+4IRmPl0uRkCP3NGx11WirSEdbMXT6eWrylEjN9UaS3hdn9b5Yo/dBmt4LOSofKNxC4OrphxBPJ4R42KONpyNCPB0Q5G7PPuRE1PSk+4EHHsC0adPw3HPPwddXzMdIRE0lmo8HOQfJMJ4oCTW6GmSUZshmgqJ/uHEpIqMsQzZfP5pnGFPhyPEjF7yvp52n7D8uknB/R3/4OPjIUXLFUt6294aNyqbhi2wcgPAhhhAnKaL/XPYxIGWPrBEXc4SrilLQUZGEjsokzIKhr3rmGXfsT4jEEl07vKKKhn1IV3QP80PvUA90D3GT08YQkXXiOYH50qg06OzdWYax65OYokwm4ecGAT2ZdxIl2hJZKy7CmIirFCqEuYbJrk7GiHCLkK2vVEoL/puusQP8OhniHJGQa6sqsXHZAgzvGgp1cRKQnwjkn4EuLwEoOAN1TSVCFVkIRRYMJWQ9JUB5sS3SEr1kIi5mDdmj90YqvFDlEAiFewjcvAMR4uUs5zJv42GoJXdz0Fhmf3siapmkOysrC3PmzDGbhHv+/Pl48803kZmZia5du+LDDz9ETMzfNYnnW7x4MZ599lmcPXsWkZGReP311zFu3Li6x8WUHc8//zy++OILFBYWYsCAAfjkk0/kc4laihhYLdglWMYg/D2tiiCao4v+4Yn5iVi/bz3cQtyQWZ6JtLI0pJWkobymXM71KkKcXF2M6OsnE3F7Q0IuEnGxFP0GRYgm7O5uQXDz7QRVzF3yxATF6fWS8N1AxiH4oQDjVXtkCFUpahxPDkXsxggsRiQqfLojpG0HxIR5olcbD7g6WGgzRiIy+3MCujTxN35EyAgZxnOe1NJUOQaJqBUXA4GK22LQtsZaWtkobWRz9DCXMGgrtbBJtkGYe5gcsM1BI3tZWyalChU2XtCHDQbqzcoj222JbpSlmecS8XNRmAydiPxkqMuz4KCoQqQiDZFIa/i+WgDZQFWWGll6d2TAE2f1Htild0eB2hs1jv5QuQbAzjME7j6BCPR0kTXkIjl3suXgbkTWokn/mm+66SZs2rQJERERaG1ivnBR2H/66afo06cP3nvvPYwZMwZxcXHw8fG54Pk7duzAjBkz8Oqrr2LChAlYuHAhJk+ejAMHDqBTJ8NVTzEd2gcffIDvvvsOYWFhMkEX73n8+HHY2VlwUyuyGvZqezkCephTGKqOVmFcr3F1U/eJEygxfZloQiiarYtlZlkmssuz5Xyvclmeg2pdtezrJ0I0M7wU0QdQNFsU/QdFIi4ScjdXN7j3mgwPza1wKy+ES2EKXHJOwzHjGNwrCtBJdxrdleJkbQ2QD+TvdsKhnRH4WtcWua6d4RAeg05tQ2WTdH9X+xY6ckTU3MzpnICunqhpFbXXIowDtIlyRJQXIglPKEyoS74TCxNRWVsp14sQ1m1bV/de4sJtiEuITMCNS9HaSgwKKlpfWWytrhhJ3SXAEKED/15tTMpFk/XiNJmIyyhKgb4wGTX5SdAVpMCmLAO2ihqEKHIQgpyG7112LtKBWr0COXBDpt4D2/QeyFeJmnI/6J39oXELhJN3CNz92iDQ2wOB7vZwsGnZpFz8LsS5Q7m2XF78F2G8LS72n7/OuL66tlp2pavV16JWVyuX9e/X3dbXys8QLQDFb0UOJKsHcspysGHrBtnCQqwT/4lWHKK1nhj7RiztVHZ19+uvc9Q4yu54xqWTxkleHPpHg9QSNUGT/rV+9NFHmDp1KrZu3YrOnTtfME/3gw8+iJYi5gS/6667cMcdd8j7IvleuXIlvv76a8ydO/eC57///vsYO3YsHn/8cXn/pZdewtq1a+U+ideKf+wicX/mmWcwadIk+Zzvv/9eXsFfsmQJpk+f3mL7RtQUoqASCbII0TevMcbEXCTgxqifkBdUFchRccVSDMyjh74uQT+DM5feAB9HACIAO6jgrNfDRVsFV10tXGrT4KJLgbNuA1xSdTib5IgDtT4oVoUAzpFIVepwMCsV7r7usoC02BM0omuIOZ0TUPMQf3uNXZEGBw2uWy+SI9GaSiTgYprMrce3QueiQ0ppiiwfRDkiQgzkdj5RQ+7v5C8TcNHlSYS4LeYVN4a4sGuRA7qJJuueEYY4p25AN6FWa2glVpJhSM6L01FTmIaKvBToitKhKs2AfVU2VKiVLcf8FAUAEgyvLT8XWQDOjbVapHdAikjKlZ4os/OB1sEPCpcA2HoEwtk7GDVKW1RCi/yqfOiKdY0nyNq/k+IrSaCN68RvoDWcSDnRbO8lKhLEOYYxEXexcTG07rNzb3Qpf5u27jwnoZZPun/66Sf89ddfstZXXN2uf2IsbrdUAVtdXY39+/dj3rx5deuUSiVGjhyJnTt3NvoasV7UjNcnarFFQi2cOXNGNlMX72Hk6uoqa9HFay+WdFdVVckwKi4ulsu0tDSUl4u/lparpqZG7kNqairUastu6mRN+9Ic+2MHO4SI/+xCxB2gkQHRxVXo4ppiFFUXoUhbdOFSWyT7A5ZqS1FaU4qymjIZIlGvRC0qFUCOjTj1uNiJVP65iAVCgKeP/Q4cAxR6wFZhD0eNC9xsneTVaUe1I5zUhmX928bH6q+zV9m3WgFpTb8z7ov5KigQJ+atr7nPCViemr+2irZyJg0XhQv6duwr/86JciCjIgNp5WlIr0hHenm6vJ9TlSOTP1FDahyX5FJcNC5wt3GX4WbjBmeNM5zVhhpK41L8nRfrxVLUZoqaTdEH3bz/1ikBRSDgGgi9ix41gTWy1UCVrkoOmlpVW4Hq8hxoyzOhrchFeVk2SstyUV5ZiGptMWpry0SJimqFDhUKBcqVVahQZKBcmYkKxRFU1ChRnqtARZ4CVaJmPhRYsX0pTEVcRJHHXmkrW9/ZKe3k/cZCPNdYQy1rq8V/CqX8zuR6420YarhFxYAOOrmsqa1BQmICQsNC5SE0PqbVaWWI35WIxm6L4youFohzkvLacnm7Rl8jz0/kOYu2FFnl4mrG5akVanjZesHT1vPvpZ1h6WPnAz87P/nbvdR5B8vTa7s8bdJflaeffhovvviirEkWSW5ryc3NlSOln9+PTNw/edLQ7Ol8IqFu7PlivfFx47qLPacxorm6OCaNnYxYS5P0+Ph4WAtr2pfW3B/7c//5wa/BelGgaZVaVCurL7rUKSugUpZAryyH9tz6MpUCxUolakShqwAqUYFKbQXytFdWKJ63EbDR2UCj0zSI89c1dt9WZwuV/p8PFGRNvzPui3lO02UOmvucgOWpdfxt8Dz3nyCSpAp1BcpV5ShX/x0VqgpUqiplVKmqoFfoUawtlpFUdunk/HxKnRJqvdoQOrX8Gy6W4r5SrzSESOr0ioa3660Tliw1VMKIbWmMKN90Cp2M+rflf2KdwpAUGtfXKmpl1ChqUKv8+7ZhkJQrIMY7lWOeiu27uj7zSr0e9no9HHQ6ubTX6eGg151bGu6rxX7rbGTo9bZQ6GyhgC2gs0ON3hFanZNcKvWaBsdWHLcrIY5FJf7Z3ypHOCIn4bxm+fWoz/0nzkcuxfh9aRVaec5RP4y/QXF+cv7talW1TNYzKzNlXHQ7dGo41jjCUesol041TvK2XNY4yhp2geXptVmeqptaw3zzzTe3asJtbkRte/0adFHTHRwcLPuPu7s3YT5lMyKuzO3atQt9+xquZlsya9oXa9ufrMxM7Fi5EGO7+EBXfBrVuUdhW3UWFUodSpTKBpGqdEaG2g0lds6osreDzkaJCn0FyrRlsrZdFI6ibBMFpYimEDXlrhpXuNq4yqWocal/XyyN68SyfpNIa/peuC/mfWX+tddea+3NaPZzApan1+bfBtFsWdSWF1QX1EVhdaGhJVWNoVaypKak7r5YGltVydcrdag+958lEbW8opZY9kVW2tYtL1ZrLMom8Rzj7cZqm4tzCrB93RrEdOwAW105aoozoSjNgqYyB47VuXCvzYMP8uGkuLJEoxZKlGs8UGXvA52jD9SuflA6+6HWwQe1jj6GpYMv9DaGrmXWVgaJmnPRWiO3Khd5VXlyWf92dmW2vF2jrEGRTZGM84lzhAD7ADhUOKBrUFc55WuwQzACHQLl92lpzOF7sbTytElHadasWXIAs6eeegqtycvLCyqVSo6cWp+47+fXsObNSKy/1PONS7HO39+/wXO6det20W2xtbWVcb7AwEB4ehqu9FoqrVYLBwcHBAUFXdBXz9JY075Y4/4UKNxg3/tWecFKqqmGLuMIsk9uR1niLjjnHoKPNlVc1hKdN+peV6VX44w6HIUeXWAT0ht+HftB4+uPEm2p7LsuplerC23JhevOhVgvQkzXVlFbIeNSV7XPHwm+bjo2O28UKgqhrFTC39kfvg6+cr14jqX1U7em35g17Ysg9sUcNPc5ActTy2AO/55EU2PRRNvY/1j0U67fH9nYJ1k0NRZ/1+uHSKTEBdq6+zVaJCcnIyQkRJ5b1mesoTQO7iUSKDHDiAjj7fOXxtsiGRYhE2X1uURZbVcXpujDnmKfgq3YgQ59Rv1dnp533PLKqpGQmYW8jCSU5iSjKj8VuuIMaMqz4FSdLZNy0bfcG4VQKXRw1ubKQMlx4CLFYo3aETqXQKg92kDp3gZwExECGG/bu4uDaHG/MyEc4Zd8vLKmUg5eK2YCELPLpJakyttimVycbOheca71xonkEw1+W2IQw3Ye7eQAudEe0Wjn3k6Od2DO5wvm8r1YUnnapKRbNOkWI3yvWbMGXbp0ueBgi8HNWoKNjQ169uyJ9evXyxHIBZ1OJ+/ff//9jb6mX79+8vGHH364bp0YSE2sF8Ro5SLxFs8xJtmi1nr37t249957W2S/iOgctQ2UwT3hF9xTDMckV+nL85Fzcidy4rZDmbYfAaXH4KooQXRtPJAj4ldgP1AEZ1Q7dYBNQE+0a9cf3tH9oXC8/AUwcTIialTEdDliMDkx7ZocVK6yQK4zhvG+WIoTN+NAc/EFfze13LhnY4P3FidXIvkW86fXhXMggpyC5G0xWIs5F7JE5nxOQNce8ffSmNQ2RxKxKncVxsX8PRuINR83LydbeLUNAUScp6ZWh4yiSiQWlGNLbjHys9JQmpsKbVEqlCUZcKrOkQm577nE3FdRAGdFBdQ1ZUB+vCEaUatxkkm4yiPUkIwbk3KPMMAjHNBY7kwm4gKKmEpPRGNj44iE/FT+Kfy5+0/YBtjibMlZJBYlygv+ySXJMtYmra17jRjcTSThIhlv79Eenbw6IdQlVPaJJ8vUpKT7yJEj6N69u7x99OjRBo+19AmjaNItrrL36tVLzs0tRh4vKyurG8389ttvl7XNoo+Y8NBDD2HIkCF4++23MX78ePz888/Yt28fPv/887rtFwn5//73Pzkvt3HKsICAgLrEnohaj8LBAz49xsuQxBX71DgkH96KqrN74Jp/COE1iTIRdy3dDcSL+BhYDmRrAlHq1Q1O4THwajcAyoAugLphCxXxN0CMZiqijUubK0rSxQjvYjAW4yjwGSUZ2Be3D3ZedsitzJXrRYIualbEFG4iGiNqQsSIviIRD3YKRphrmBysSMyH6+voyylOyCyZ0zkBEf1zapVSzhMuAhFesp63vrKqGqQWVCAlvxxb8suRUlCO7NxcVOalAUWp8NZlIUiRg2BFTt3SR1EIlbYUyDluiEbonAOg9GoLeJwbCd6zLeDSBgpdjUV/rSJRDnYJhp+9H0rsSjCur+HCjmxxUJknp20VF+zj8uNwsuAkzhSeka3u9mXtk2EkRlsXs9J08uwkk3AR4pyBf2etOOneuLFh7U1rEv3IcnJy8Nxzz8mBzkTt9OrVq+sGQhNNher3M+vfv7+cm1tMCSaawonEWoxcbpyjW3jiiSdk4n733XejsLAQAwcOlO9pLQOiEVkVhQKewdEygLvkqqLSMhw+tAMF8Tthk3kAIZUnEa7IgI82DT4ZaUDGSmA7oIUGBS7toAjqBY+oflCFxADuYVfV/E0Udm52bjLEFWljjUlQShDGDf27xkTMUyoScjFnurEJmnEedTEFT2Z5phxp9WzxWRnnEzU54iKAuNItEnGxFEm5iOao5SFqKnM6JyAi03O0VaOdn7OMizVdTxbJeH45duaX46e8cmTk5qMyNwlOFekIVmQjSJGLIEW2TMjbKLLgpiiDskRMq5YOnNlS936iBJ0ABfRnQwCRkHtFAt7tAO/2gE+0ocm6Jbc4ODddXr8AQ4tb4/mCqAWXSXj+SRzPO44T+SfkuDV7M/fKMBJTmnXx6oLuvt3Rw6eHTMrFHOVkwUm3sZ/LlRJTZYka5pYgmpJfrDm5mL7kfGI+URGX+kfw3//+VwYRWR5XJ0f0HjAKEAGgoroWe06fQdqx7ahN2QuvoqPoglPwUJTCp/gocFzEt/K5ZRpPVPr3hkvUQGhC+wP+XQDVP29qKApBY5Pynr6iuXxDohZcJOTGJFw0NTtTdEYm4CnFKbJvoih8RdQn+oOJZDzSPVKGaI4W5RYla8tF30MiUzDncwIiMoOm60626BFyYUJcWlWDs7llOJtXhqS8cmzKFcsy5OdkwbX8LEIVmQhTZiJMkWm4rciAo6IKKEoyRML6Bu9XK1qB+bSHwudcEi6ScZGU27vBUonzBdG3W8QkTJLrxLgDIhE/lnsMR3KP4GjuUVlDLlrRbUrdJEO+Vmkja8B7+PZAd5/u6ObTTTZVJwtKunv37i2bV995553ydmOKiorwyy+/4P3335e1xC01XzcR0aXY26gQ06EtIAKzUF2jw9G0Qqw+cQQlp3fBMTcWHXXx6Kg4A0dtHhyTVwMiRDKstEWZV1fYRwyAbfgAIKi3SQpz0d9bDKYiAn+P4VhX2IpkXCbhRYaacHFbREFVQV3teP3+YKL2WyThoi9YR8+O8up3hFuEHNyH6J/iOQERNYWTrRqdAl1lnK+kUisT8foJ+ZnsEuRnnoF3TZZMxiMU6YhSpCJSmYpARR5UZVnAGRENK9m0jn4yGVeJbmR+50I0WbfQPtGi7JYX1d2jMCVySt3gbeJC/KGcQziYfVCGSMIPZB+QYbww39a9rawF7+XXC719e8PT3rIHeLZUV3z2dfz4cbz88ssYNWqUbGYtBjAT/ZzFbTHMunj82LFj6NGjhxxQZdy4cabdciKiJrJRK9GjjQd6tBkCYAh0Oj3iskqwOCEdWSd3wSZ9D6K1x9FTeQruulK4Ze8BROx8F3ooUOYaCZuwfrAJ6w8E9wHcQ696RNarLWxFbbbsY37eQLS5FbmyL5ixT5hYJhQmyJrxwzmHZRiJqWREE3iRhHf06iiXonk6a8TpavGcgIiam7Od5oKEXA5wtyoPg4bfhJTCKiTklGJvTil+zi5DRnY2bAriEaZPQaQirS4ZD1DkQ1OWCZwR8Xf3lxqVPSo92kMT1BW2Qd0MibhPB0BjZ7GDt4mabBGzOs6STfuTipNk8i2SbrEU98V5gYhFcYvk68QF+T5+fRDjFyMTcTGGDZlR0i2mvRIjkIrEe+XKldi2bRuSkpJQUVEhp+6aOXMmxowZ06BvNBGRJVAqFWjv7yIDA6Oh18+SV9nXJuYiKS4W+pRdCK84ip6KOIQps+BUFA/EivhOvl7MXaoKGwR1+CAgdBDgcuXNbv8pY3+w/gH9G9SMiylK4griZF+wY3nH5FL0BxNXxEUYOWuc0cW7iyy0RVO0zl6d4aAxj6moyHzxnICIWpKznRpdg+3RNbhhS7Oa2jFIKahAYk4p4nJKsUok42Jq4NyTCKw+g46Ks+igTEJ7RTLsayvglHMAEHHQ8HodVCh2jkCNf084RfSBXWgM4B1tkTXiomm/HPPFNbSuNlxcmI/NjsX+rP3Yk7mn7uK8iB9P/CgvuosL8CIBj/GPkecBHCfGNK66naG9vT1uuukmGURE1kgWXF6OMhAjRjCfhIyiCuxOzMePcadQdWYnQsqOoLcyTjZJt63IBo7/ZghRiNt5o7ttBJQHsoGIoYYRWFtwFGdRM26cuuS6sOsM26TXyURcJOAyco/JgVnEvOXb07fLEFQKlWy+ZkzCu3p0bbHtJsvDcwIiau2R1sO8HGWMaG8YRNlgFPLFXOQ5pYjPLsWfWUUoST8J25yj8K88LZPxjsqzcmwXt5J4QET8T/KVlQo7ZDm1R6VPd5mE+7QfAHvP4BYtx5uLuCg/ss1IGYJofi4GYtuTsUcm4aJrmugjLuKro1/Jrm5i3JkBAQMwIHAA2rq15ejozYSd+4iIroC/qz0mdw+UAQxFemEFdiXm4ZdT6ShN2IWI8oPoqzyB7opTsK3MQUhlDvDnLvnaajtvqMIHyZA14S2chAviarbxCvj48PF1NeLiardoghabEyuvhmeUZchkXMRPJw0nIF5KL8TuiUWfwD7sD0ZERBbBw9EGHo4e6B3qcW5NZzGcMooqtDidXYI1mSXITE0A0g/Co+AwIrXx6KJMhBMq0abkICAi4WtgPZCj8ECSfScU+fSEJmwAAtr1Qqi3q0z6LYkY7XxM6BgZghjAVSTfuzN2yxDTn+7K2CXj7f1vw8fBpy4B7+vfF662F/bFpyvDpJuIqAkC3OxxQ48gGUCMnBpFJOF/nE5HScIuRFXEoo/iJHooDUk4jv9uCNEc3cEf6sjhULUdDoQPBRzFPKgtT9SIt/dsL+OW9rfUFcAiAT+UfUj2CRODtOTqcvHr6V9lCOLKt2yK5heD3mKkd46MSkREFsLVXoOebTxkoI9ozTZcri8sr8bxjCJkJh6WM5045R5CcPlxtNUnwxv58C7fApwV8S5KNthjpz4SSY6dUeIbA7vQ3ogM9EW0v7Mcud1S+Dn64fqI62WIPuGi5nt72nZsS9+GfZn7kF2ejT9O/yFDXLwXXdBEEt7Ht49sQUdXjkk3EVEzCPZwkDG1VzCqq7vjhz/+xJk2XfD7mWyUJuyWSbioCZdJeHkGcGiBIURTNq9OsI0aAUXEMCCkX6sO6iIK4LGOYzE2dKy8n1+Wj8///By6IB32Z++X/cFOF56WsfDkQtkcvat3V3kVXIQYLZ0DsxERkaVxc7BBTIQ3EDECgAiD3IICZJ7YiarEnXDK2oOg0sNwRjkGKQ5jUMVh4OwCVJ9R4ag+DL/qonHMphsq/HsjLMAH0X4uMhFv6+MEpQV0rRODq4q4tcOtcnT0A1kHDF3Q0rYjoSihblyYj/Ex7BX22Ll9J4aEDMHAwIGsBb8MJt1ERKaYp9QOGNczCLf0DYNeHyMHZtuZmIfFp9JQlbANXasPYpDyCNork2GXexQQseN91ChtURPUD3btRgAiCfft1Kr9yMSopu017TGu5zhoNBoUVBZgX9a+uqZo4qq4cXqSDw9+KJuuiUHdRAIuluI+ERGRpfJyd4dX/3GACEFXC13mMRTGbUVV4jY4Z+2FU3UOeihOo4fyNKBbgepUFWJT2mKHriMW1XbEEUUkgrxc4VyrRIrTGXQMdJPJuJ+Lndn2mRajo/cP7C/j8d6Py5ZwIvkWSfjO9J0o1Zbiz6Q/ZYiL7d28u2Fw0GAZ7At+ISbdREQtODDbjJgQ6HR9cTKzBNsTcvFJ3CnYJm9BH/1hDFIehq+uEOrkTYCItUClnQ+UUaNh0/46Q1N0W6dW/b7c7dwxqs0oGYKYP1wWwmnbZR8wMUjLisQVMsT8oJ29O2NY8DAMDx4ur56b68kFERHRFVGqoAzoAg8xB/iw+wC9HihMApJ2oubMVugSNsOmNBUxijjEKOPwsPp3VOhtsLegnUzC16w7i3f0odBBKZu6R/s5G8LfRS7b+TnDwcb8UjTREu7GqBtlVFRV4PMVn6MmpEY2RRet34wX4N878B4CHAMwKGgQhgQNkaOi26osp8m9qTTLN3rPPffgv//9L3x8fJrj7YiIrH6Ksg4BLjIwKBzVNaNwILkAP57KQVLcAXhn78AAxRHZHN2hMhs4/KOMGoUGpX594NTpOqijrwM8I1p7VxDoFIhp7abJ0NZqZX9w45Vw0R/cOFf4+wfel/OMDw0aimEhw+QVcZUFTslCl/f+++/joYce4qEiomuDuJjsHipD3W2GIQkvOAuc2Qyc2QL9mS2wL8vBYNURGUKxwhmbazphY1VXbDnTFbvPuDZ4uzYeDrJpetS5hDzK1xmhng5mM3CbGBMmVB2Kcd3G4dHej8oL8FtTt2Jz6mY5Mnp6WbqcF1yEncpODsI2OHgwBgUOksn7tahZku7rrrsO48aNw4QJE/D444/D0dGxOd6WiOiaYKNWom+4pwyMiUZx5VTsSsjDW/HpKI3fjPYlOzFMGYtQZRbcMrYBItY+jSKHECByDFy7TgDaDABUmlbdD41Kg95+vWU83PNhZJVlyQJ4Q8oGWQgnFSfhu+PfyXC3dZdN0MQ0JqIZuo3KplW3nZrPkSNH8H//93/4+OOPoVKpcPz4cbz00kv46SfDaPhERFZNZM0eYYbo+S8oRBKefQK1pzcge8+v8Ks8DZeqEkxU7ZQhZDpEYbeqJ1aUd8DGsjY4m1cuY/WxzAbnCm29nWRNuAxfw9LftfWbqIsL8NOjp8so15bLEdG3pG6R5wBiMLZNqZtkCO3c29U1QxcDs10rF+CbJemeNGmSTLg///xz9O/fH/feey/uvvtuKJXmcTWGiMiSuNhpMLqjnwygBzKK7sH2U7lYePwg7M+uQ4x2H2KUJ+Fangwc+kJGhcoJBUHD4d7zBthHjwZsWv/ip6+jb10teJm2TNaAb0zZKAvigqoCLE1YKsNJ4ySboIspTPoF9GMCbuG+/PJLvPvuuxg7dixcXV1x9uxZzJ07t7U3i4iodYiE2LcDdB6R2JMbjHFjR0OTGQucXmeIjFj4lcdjEkQAOhdn5PsNwAmH3tik7459+XaIzyxBhbYWxzOKZdTnbKuWNeL1E3GxdHdsnYvZDhoHDA0eKkOMiC4GYN1yLgEXLd/iCuJkfHHkC3kBXgzCJmrBxQV4a54Npdk6DIir2ePHj4e9vT0ee+wxvPfee3jzzTcxceLE5voIIqJrdo7wm3oFA72CodNNxInMYnx3/CxKjv2F4LytGKo4CK/aYtgnLQOSlqEaNkj17AfbTtcjIGYKFI6erb0LcNQ4YnToaBlanRYHsw5iffJ6rEtah+yKbCxPXC6DCbjl27t3L7Zu3YqCggIkJiZiw4YNaNNGTMtDRERQqoE2/Qwx4lmgNBtI2HAuCV8PZUU+vJJXYxBEiGrkntCNvA5ZfsNxRBuA+OxSxGWVIi6zGIk5ZSipqsH+pAIZ9Xk728qm6WLk9HBvJ0R4OyLC2wk+zrYtVjMuPqedRzsZd3W5S477Ii7AiyRcLMUFeGP5b5wNRfQFF83Qo9yjTL6dFdW1crrXPw8lwyKSbnE1+8SJEwgODkZMTAw+/PBDREVFyaZl69evlwk4ERE1T3/wjgGu6BjQFRjZFaVVj2DXqWycjd0A57Nr0K96J0KUOQjP2wxs3oyazY/jjENXVERch+D+0+DuH9bqX4NGqZEDq4h4MuZJxGbH4q+kv7D27NoLEnDR/HxC+AT08u11zTRBs3SPPPIInnvuOYwePVom4JMnT8ZHH32EAQMGtPamERGZHycfoOt0Q+hqgfRzteDxq4H0A0DafijT9sMf/4O/WwhGtxsH9LlOdiur1qtwJrcMJzOLEZ9VgrjMEsRllSAlvwI5JVUytp7KbfhxtmqEezsi3MtRJuPh55LxMC9H2GlMW8562HlgYsREGeICvCj/RQIuIrEosW4wNjEOjI+Dj0y+RU246BPuZPPPB5KtrtHhaHoR9p7JlzPK7EzIQ1VNy8w33ixJ92uvvYbOnTvL2u76vvrqK0RHRzfHRxARUSNE4TmyUwDQ6VYAt+JsTimWH9gO3fHlaFe4GdGKZESWHwSOiHgFx9UdkBk8Dj59p6FDZJRM4luTmGakh28PGU/0fuKCBHzJ6SUyROE7Pmw8xoePl1fMyXxt27at7nbv3r2xYsUKTJs2Ddu3b2/V7SIiMnvi4nJQT0MMfRIoyTQk33F/AombgMJkYPenhrB1hU3kSLRrNw7t2o0EugXWvU1ZVU1dEp6QUyprxMUypaACpVU1OJxaJKM+Uakc4GqPIHd7hHg4IFiGPYLdDbe9nWyb9ZxBo/x7HJhHexkGY9uWug1b07bKPuGiL/hvp36ToVao0d23u0zCRUS4RVy2Flyn0yM5vxwnzjXJ33s2H7EphajUNkyyA1zt0C/UBe/ADJPukSNH4tFHH5UDqAndunWTS51Od0E/7lWrVjXHdhIR0RUI9XZC6JgxwJgxqKqpxf4jh1Bw8A/4p61Fx9oT6FBzHB3OHIcu8W0cUHTAGb8xcOlxA/p2jpZTl5hTAn4w+6CcemzN2TWy8P3m2DcyIt0jZe33uLBx1+woqObk/HMCI+M5QWBgoGz1RkREV8nZTw7GJqO6zJB4x60C4tcAZTnA0d8MIZqshw4COkwCoifA0ckb3UPcZZxf05ucX4bT2WVIzDUk44k5pUjIKUNRhRZphRUydp/Jv2BTbNVKBLrZw9fFDt5ONijLVSJ7ZxIC3Bzh62JrWO9s2+Ta8kCnQNwcfbOMqtoq7M/cLxPwbWnbcLb4LPZm7pXxzv53ZNkvasD7+fdDW5duKCrVyAQ7taACyXnlsrZfXHQor6694HPcHTToFeqBmFAPDGnnjUgfJ+Tn55tn0r1v3z6EhobK20lJSXV9tcTgKaIf1w8//FD33PDw8ObaViIiugq2ahV6du8BiMBLyElLROr2n+GauBzhlcfRC8fQK/MYala+h10rOuCo+wjYdJqMAZ0jEeXr1KqjoYoEvKdvTxnzYubJqUhEAi4GYjlVcArv7n8X7+1/T14hFwm46Csu+o1Ty7uScwI7Ozt+NURE/4QYIDV6vCF0OiBtnyEBF7XgOSeBxI2GWDnHMKNJ++uB9hMBF/+GI6D7iH7ezg3eWgx4ll9WjbN5ZbJpekp+OVIKymUiK+5nFFXIZtiJuSJZLzv3KiXWp8ddsJl2GiXc7G3g5qAxxLnb9jYqmZDba8RSKZe2GhU0KoWcZU3GuW0RS50uCN7V0zDW7UZkaFJwtvwAUqsOIL/2BDLLMvFr/K8y9HoFdJUBqClri1oRFaGAXlN3oUBMtyb6tosLEDFh7rIpfWuc3zQp6a6uroazs+HLEs3KY2NjZXItRi5/4YUXmnsbiYioGXgHhsN72lMAnoI27yzSt/8Em5NL4F9+EgMVRzGw6Ci02z7Cpi1d8YPdcKiir0O/KH9UXXihuEWJ6cRGtBkho6iqCGuT1soEfH/WftkETcSre16Vo5/fEHmDnAO8tadPuZbwnICIqIWJlsXBMYYY+QKQlwCcWAYcXwqkHwTObjXEn48DwX0MCXiH6wG3kEbfTpSZnk62Mno2Mu6ltlaHjMJKpBaWI7u4CumFZdh9OA6Onv7IKa1GVnEVMosrZU26aL6dqa2U95tXtCEU1VA5JELtFA+V42mobLOhsk+TAa/NUEGDNk4d0S+gD0aE9kUXn86wVdmitTUp6Y6MjMSePXtk4l1WVoaiIkOfAHFfVM8TEZF503iGos318wAR+Yko3PsLdEd/h0dJHEapDmCU9gCKD3+MFQf7YJluIFbm78Ww9v4YHu2LEE+HVttuV1tX3BR1k4z00nSsTFyJZQnLZNMzY//vUJdQTImcgusjroeXvVerbeu1gucEREStzDMCGPiIIQqSgBPLDUl4yu6/46+ngYDu5xLwSYbXXCGNSinLfmP5r9VqEVh8AuPGdYVGY6hVFjXUYiT1onItCsu1KCivRmGFFkViWa5FubYWlTJEYm64LaZBq9Xp6xJ/cblcXDMXS6VCAQdbNRw0KjjYquBgo4KTrQaeTjbwcuoPT0dxkcAGemURYnP3YVfGLhmiO1piaSwS42OxIP4z2Xe8k1cndPPphh4+PeSFeTc7N1hE0v3AAw/grrvuks3JunTpIgdMEyOTimZkvr6+zb+VRERkOh7hcBszFxCRfRLa2J9RG/szXMozcIt6I27BRqQke+OPswMwa8UgKLzaYng7HwyL9kHvUA/ZXK01BDgFyClI7ux8J2JzYvH7qd9l/2+RgIvm5x8c+EBOPTKl7RS5JNPgOQERkRlxbwP0v98QxenAiRWGBDxpu6EWXMT6FwHfTkDHKUCnG+R5wD8lkmYXO42MYA+0IAcEuxpGRBeJvzgHEMm36P99IOsA8irz5BgxIr7BN/IVEa4RMgnv7NUZHb06wl3XsO+72STdd955Jzw8PBAfHy+T7+nTp8vm5RkZGbj//vubfyuJiKhl+ERDM/oFaEY+ByRtQ+3Bhag9+geCkYMHlUvwoHoJYosi8NvOQbh3W3/obN0wsK0Xhkf7YGi0N3ycW77vrijou/t0lzE3Zq5MvEUCfijnEDalbJLhaeeJieET4VHbomcC1wSeExARmSmXAKDP3YYozQFOrjA0QT+zBcg6aogNLwH+3YBONxqScLdgWCqFQoEw1zAZM6JnyCQ8tSRVTkMmkm6xPFN0BglFCTLEyOiCjdLGfKcMu+GGG+pu//nnn/jjjz9kvy6RgBMRkRX0FwsbDF1QP/ylGI6xYXqoj/0K/en16KZMkPG0ZiFW1/bCohPD8OSx9tBDic6BrrIGXCThXQJdW3xKMjGYmujXLSKxMBF/nP5DNj8XV7q/Pf6tfM7OjTvl6KhDgoZALUZ8pX+M5wRERGbOyRvodYchyvOBkyuBY78DiZuBjFhDrH0WCIo5l4BPNoyebsEUCgWCXYJlTGo7Sa7Lr8yX05OKFnLHc4/jWN4xlGpLTb4tzXK2oVarMXXq1OZ4KyIiMjO1SlvoO44Dut0MRWk2cORX4OCPsMs+hsmqHTIylH74sWowfk0bjA/SivDB+lPwcrLBkChDAj4oyks2OWtJ4W7hcu7PB3s8iC0pW7AobhF2ZuysCzH3942RN8rwdWTXqObCcwIiIjPn4AH0uM0QZbmG2u+jvxuaoKfuMcTquYZR0EXzc9EH3NE6xkjxsPPA8JDhMgSdXofDyYfRHd1N+rm8xE9ERFfOyQfo9x+g771A+gHgwA9yjlD/qkw8rvkFj2p+xTGHGHxZNhArS7vgtwOpMtRKBXqFussEXERLTtkhBlERI58PDhiMH5f/iPzgfCxLXCYHW/nk0Cf4/PDnstZ7Wrtp6BfQT05XRkREdE0QyXTv2YYozjiXgP9mSLyTthli1eOy9ZusAW8/AVA7wVooFUoEO5m+ST2TbiIiunoiYQ7saYgxrxgK6QPfQ5m8A53Ld+F9xS686eaJvW7jML9kEHbkOWFXYr6MV1adRLCHfd1gbH3DPeXcnS3BQ+WBW7vdigd6PID1yevxS9wv2Je1DxtSNsgIdArE1KipmNx2MjztPVtkm4iIiMyCmNO77z2GKEwBjv1hSMBF03PjPOArHoEqfCiCtOFA1SBAw7FSrgSTbiIi+mdsHIBuMwyRexo4+AMQuxA2ZdkYkPkDBuBHlLcbjh3uk/BDXhR2JhYiJb8C3+1MkmGvUWFAW08MbWeoBQ9ws2+Rub+vC7tOhuj7vTh+MZYmLEVaaRreO/Ae5sfOl/N+i4FYunh3Mfn2EBERmRUxoNqABw0h5gGXCfjvQPYxKE+vRU8xTdi73wKRoww14FFjABvH1t5qs8Wkm4iImo9XW2DUi8DwZ4D41cDer+SVcYek9RgpwjUE1SNvw07X8Vh9VoeNJ7ORWVyJdSeyZQjRfs51g7F1D3aDWqU0ed/vJ2OelH2/xcjnovb7SO4RrEhcIaOTZyfMaD9DJuG2KluTbgsREZHZEXN6D37MEDlxqD28GOV7foRzVYZhRHQRGgdD4i1GQG87ynBBnuow6SYiouan0gDtJxpCXCHf9zUQuwAoSobN5pcxRPkGhrSfCP2Mf+OETS9sjM/BhpPZOJhcgJOZJTI+2ZQAV3sNhkR5ywRcLN0dTTeth73aXjYrF3Es9xgWnlyI1WdW42jeUTy97Wm8tfct3Bh1I6ZFTYO/k7/JtoOIiMhsebeDbvCT2FDSCeN6tYHm5DJDE/TCJENtuAiNI9Bu7LkEfCSgMX0LNnPHpJuIiEx/hXzMy4ba72NLgL1fAmn75FQlimO/o4N3NDrE3I37Zk9HgVaDzecScLEsqtBi2aF0GWL2se4hhsHYhrbzRns/F5NNSdbRqyNeHviyHP1czPktRj7PLMvEl0e+xNdHv8aw4GGy6XmMX0yLDQhHRERkNkTZ59sJCOoOjHjO0O/bmHQXJhsScRE2TkC76wwJeMQIQGOHaxGTbiIiahniSrex73fGIUPT8yOLgZyTwMo5wPoX4d5jFibH3IXJ3bujplaHgymFMgEXzdBF7ff+pAIZb66Jk1OSDWzrhYGR3hgU6QVfFzuTTC1yZ+c78a+O/8Lm1M346eRP2J2xWw7CJiLCNQLTo6djYsREOUc4ERHRNZmAB3Q3xMgXDbObiP7f4kJ7caqhrBdh6wK0G3cuAR8GqK+dLltMuomIqOX5dwWu/wAY/RJwcAGw5zOg4Cyw4wNg50dA9ASo+9yD3m36o3eoB54cG420wgpsijMk4DsS8pBbWo0lsekyhChfJww6l4D3CfOEvU3zjYiuVqoxImSEjITCBJl8L0tYhoSiBLy8+2W8f+B9TGo7CTe3uxlhrmHN9rlEREQWO7vJ6P8BqaJl2x/AcZGApwGHfzaErSsQPd4wB3j4UKuvAbfoyUjz8/Mxc+ZMuLi4wM3NDbNnz0ZpaeklX1NZWYn77rsPnp6ecHJywo033oisrKwGz3nwwQfRs2dP2Nraolu3bibeCyKia5idq2He7wcOADN+BsKGAHodcGIZ8O044LPBhqRcW4lAN3vM7NMGX87qjdjnRuPnu/vi/mFt0TXIVZbx8Vml+GrbGfzrm73o+uJfuOWLXfh402kcSS1CrU7fbJsc4RaBZ/o+g/VT12NuzFyEuoSiVFuKBScW4Pol1+P/1v4fNqVsQq2uttk+k4iIyOKIwjm4NzD2FeDho8C//wL63As4+wNVRcChhcBPNwNvhAO/3A4cXgxUFMIaWXRNt0i4MzIysHbtWmi1Wtxxxx24++67sXDhwou+5pFHHsHKlSuxePFiuLq64v7778cNN9yA7du3N3jev//9b+zevRuHDx9ugT0hIrrGKVWGPl8iso4Duz8FDi8CMg8DS/8DrH0O6PVvoPdswNkPNmqlnN9bxGNj2qGgrFrWfm89lYOtp3Jlrbi4L+INxMHZTo2eIW5wrVIgKLUIXUM8/vGo6M42zpjZfqbs270rY5es/d6cshk70nfIEHN+i5rvKW2nwM3OrdkOFRERkcVRKoGQPoYY8wqQsttQAy5GPhc14MeXGkKpBkIHGWrBRbgEwBpYbNJ94sQJrF69Gnv37kWvXr3kug8//BDjxo3DW2+9hYCAC7+goqIifPXVVzIpHz58uFz3zTffoH379ti1axf69u0r133wwQdymZOTw6SbiKil+XYwND0f+QKw/1vDwGuiQN7yBrDtXaDzTUC/+wG/TnUvEaOaj+/iL0Ov1+NMbplMvkXsTsxDSWUNNsXnimHVsfSz3XCyVaNXqLtsht4n3AOdA12haWISrlQo0T+gv4zUklQ55dhvp36Tc36/s/8dOee3mA98ervpcoA2IiIiXOsJeJt+hrjudSD9IHBypSEBF+O8JG40xKrHDM3URfIdNRbw6WCoPbdAFpt079y5UzYpNybcwsiRI6FUKmUN9ZQpUy54zf79+2WNuHieUXR0NEJCQuT7GZPupqiqqpJhVFxcLJfi80RYMuP2W/p+WNu+WNv+1NTU1C0tfX+s6Xtp1X3ROAN9HwB63wNF3Eoo934OZeoe4NBPMnThw6Drcx/0okn6eYVwsJstbukdKEM0LT+RUYKdCTlYte8UkitsUCyS8LgcGYKDjQrdglxlU/Wuwa7ytqfT1Q/w4mvniwe6PoA7O96JNUlrsCh+EeIK4rDk9BIZYs7vqZFTMSpkFOzU/6z/mjX8vhrD8tQyWNPfOWvbH5an5smafmPNvi8+nQ0xeC6QdxrK+D+hEJG6F4q0/YCI9f+F3tkf+vDh0LUdCX3oEMDOpVk+viW+E4VeVAlYoFdeeQXfffcd4uLiGqz38fHBiy++iHvvvfeC14gabtEEvX5yLMTExGDYsGF4/fXXG6x/4YUXsGTJEsTGxl52e8Rzxec29pkODpwcnuhyysvLER8fj6ioKP6boYtyK0tA2+w/EVC4FwoYiq8iu2Cc9h2HNLc+0ItmaZchunenlwOnixU4XaRAQokC5TUXXjn3sNUj1EmPNs6GZaAjoLnKynBRxKbUpmB31W4c1R5FLQz9vO0V9uhp0xMxNjHwUHk0+d/MLbfcIltxibFNrAXLU6J/huUpWQtbbSH8ig7Cr+gAvEpOQK2vrntMByXyHSOR7dIFWS5dUGwfDCiUZlueml1N99y5cy9IfhtrWm5u5s2bhzlz5jSo6Q4ODpbJvBi0zZKJqz+i3/yoUaOg0WhgyaxpX6xtf1JTU2XSLVqcBAUFwZJZ0/dinvvyAGoKk6Dc8xmUsQvgWpmCnkmfoUf+Muh63w1d91mNXv027suY0Q33RafT41R2KWJTixCbIqIQCbllyK9SyDiQZ3ieSqlAmKcDov2c0d7fGe39nOVtb+fL14jfg3uQX5mPpQlL8evpX5FRloFtVduwvWo7+vv3x7SoaXKpEn3br1Be3rkNszIsTy2Def5taDpr2h+Wp+bJmn5jLbsvt8j/67UVqEnZBUXCOigT1kOZdxpeZXEyOmQsht7BE/qQ/tCHDICuzQDAu90VJ+EtUZ6aXdL96KOP4l//+tclnxMeHg4/Pz9kZ2df0JxGjGguHmuMWF9dXY3CwkLZNN1IjF5+sddcKTHSuYjziR+ipf/DMuK+mC9r+G7UanXd0tL3xZq+F7PdF++2wPg3gWHzgP3fALs/g6IkA6oNL0K17R2g5yygzz2AW/AV7UunYA8Zt/Yz3C+u1OKwTMALcDC5UCbieWXVOJ1TJmPFkcy613o62iDc2xHhXk4Ik0tHeT/YwwG26r+TaF+NL+7udjdmd5mNrWlb8XPcz9ieth3bMwwhBl6bGjUVUyKnyPnBL8esvo9mxPLUspjd34Z/yBr2h+WpebOG31ir7ItGA7QbbQhBTDN6eh1wah1wZgsU5XlQnFwOnFwOWfLaewChA4CQ/kBQL8CvM6Cxv+h+XHNJt7e3t4zL6devn0yeRT9tMb2XsGHDBuh0OvTp06fR14jniYO6fv16OVWYIJqnJycny/cjIiIL4+ABDHrUMLDakV+BHR8COScMc33v+gTodIPhsYCrm/7RxU6DgZFeMozNxLOKq3AioxjHz4W4LQZsE8m4iL1nCxq8h1IB+Djbwc/VDv6udvB1MSzFfW+nTri//eu4o10m1qctxaozy+TAa+8deE8OvDYmdAxujLwRPX17QnFef/XqGp28KJCcX9EMB5CIiMgCuYcCve80RK3WMBjb2a3A2W1A8i6gIh84sdwQguh+5tsRCOx1bh7xHoBnJKBqmXTY7JLuKyVGHB87dizuuusufPrpp7KZg5j+a/r06XUjl6elpWHEiBH4/vvvZb9tMUWYmMtbNAP38PCQbfYfeOABmXDXH0Tt9OnTcr7vzMxMVFRU1PXp7tChA2xsbFptn4mI6CLUtkD3mUC3W4DT64EdHwBnNgNHFhsibAgUfe4T2XOTDqFIfEWyLGJYtE/d+orqWpzOLkVibqlMwBNzys4tS1FWXYvM4koZsSmXeveOUCqjYO9+BErXndDapmBF4goZyhpvqMv7AiW9UKN1QlVNLSq1Ov4MiIiIjFQaIDjGEOJCvDEJP7MFSN0HpO0DynKAjEOG2PfVudfZAt5RcHSLhKlZbNItLFiwQCbaIrEWo5aL2mvjdF+CSMRFTbboHG/07rvv1j1XDKg2ZswYfPzxxw3e984778TmzZvr7nfv3l0uz5w5g9DQ0BbZNyIiagJRKxw50hCiYBU130d/lwm4+sxmDLULhiKkDOg6zVBI/0P2Nip0DnKVUZ+oGc8prUJGYSUyiiqRVfz3Mr2wQtaMF1doUVShRVWNDjqdBmV5PYC8HlDapUDjthcal1jo1DmodlkOvfNK1JS0h7awN6CNEpfs4WR75f2/iYiIrskkXBAX3ItSDaOgyzgAZMQC1aVA5hHYZR6BqVl00i1qq8Xo4BcjEuTzB2e3s7PD/PnzZVzMpk2bmnU7iYioFfh3BW78EhjxvGxqrt//rRx0Dcv+A2x6Bej3H6DH7YCtc7N/tKgZF03LRXS9sFt5A5XaWpmAV2hroa3VobpGD23tdJRUl2JvzkZsyViJ08XHoHExhI+9Lya1nYShXkPQ9b/NvulERETWRVyQF2O8iOg42bBOpwMKk4Ds4yg/u0/MnWHSTbDopJuIiOiyRCE79hXU9H8Ep36ah/bFm6EoTgXWPAVsfh3oNdsw6Jqzb6scTDuNSsaF3DAw4jY8gttwquAUfj/1O5YnLkd2RRa+OPI5vsDnrbC1REREVkCpBDzCZFR49zV50t20ycyIiIgsjb0bTvlNRM39B4CJ7wOebYHKIkCMdv5eJ2DZA0DuKZijSPdIPBnzJNZPXY83Br+BAQEDoMCFc4sTERGR+WHSTURE1xa1HdDzX8B9e4GbFwDBfYDaauDA98BHvYGfbjGMfGqGbFW2uC7sOnw66lMsGrGotTeHiIiIrgCTbiIiunablrWfAMz+C/j3GqDdeDHaChC3Evh6DPDVaODECkO/LzPkY//3KOpERERkvph0ExERhfQFZiw01H6LwdVUNkDKbmDRTGB+DLD/W0BbyeNEREREV41JNxERkZF3FHD9h8DDR4CBcwBbVyDvFLD8IeC9zsCWt4CKAh4vIiIiumJMuomIiM7n7AeMfB6YcwwY8wrgEgSUZQMbXgLe6QisngcUpvC4ERER0WUx6SYiIroYMYd3v/uAh2KBKZ8DPh0BbRmw62Pg/a7Ab3cBmUd4/IiIiOiimHQTERFdjkoDdL0ZuHc7cOtvQNhgQF8LHPkF+HQg8MMUIHEToNfzWBIREVEDTLqJiIiulEIBtB0JzFoO3L0J6HgDoFACCRuA7ycBnw0GjvwK1NbwmBIREZHEpJuIiKgpAroDU78BHjwIxNwNqO2BzMPAb7OBD7sDuz4Fqst4bImIiK5xTLqJiIj+CfdQYNybwCPHgKFPAQ6eQGEysPpJ4N2OwIaXgdIcHmMiIqJrFJNuIiKi5uDoCQx9Enj4KDD+bcA9zDC92JY3gPc6ASseAfISeKyJiIiuMUy6iYiImpONA9D7TuCB/cDU74CAHkBNJbDva+DDnsCiW4GUvRx0jYiI6BrBpJuIiMgkJawK6DgZuGsD8K+VQOQYAHrgxHLgq5HA50OBgz8C2goefyIiIivGpJuIiMjUI56HDgRm/gL8ZxfQbSagsgUyYoGl9wHvtAf+ehYoOMvvgYiIyAox6SYiImopPu2ByR8Dc44DI54HXEMM/b53fAC83w1YMA04tRbQ6fidEBERWQkm3URERC3N0QsYNAd4KBaY/hMQMdzQ9PzUGmDBTYYpx7a8CRSn87shIiKycEy6iYiIWrPfd/Q44LY/gPv3A33uBWxdDU3NN/zPMOWYqP0W/cBrtfyeiIiILJC6tTeAiIiIAHi1Ba57DRjxLHB8KXDgeyB5p6H2W4SjN9B1uqFPuGimTkRERBaBSTcREZE5sXEEut1iiJx44OAPwKGfgLIcYMeHhvDrAru2E1t7S4mIiOgKMOkmIiIyV95RwOiXgBHPAfFrgNgFwKm/gMzDcMw83NpbR0RERFeASTcREZG5U2mA9hMMUZYHHPsd2gMLAGxu7S0jIiKiy+BAakRERJbE0ROIuQvFU39r7S0hIiKiK8Ckm4iIiIiIiMhEmHQTERERERERmQiTbiIiIiIiIiITYdJNREREREREZCJMuomIiIiIiIhMhEk3ERERERERkYkw6SYiIiIiIiIyEYtOuvPz8zFz5ky4uLjAzc0Ns2fPRmlp6SVfU1lZifvuuw+enp5wcnLCjTfeiKysrLrHDx06hBkzZiA4OBj29vZo37493n///RbYGyIiIiIiIrI2Fp10i4T72LFjWLt2LVasWIEtW7bg7rvvvuRrHnnkESxfvhyLFy/G5s2bkZ6ejhtuuKHu8f3798PHxwc//vijfO+nn34a8+bNw0cffdQCe0RERERERETWRA0LdeLECaxevRp79+5Fr1695LoPP/wQ48aNw1tvvYWAgIALXlNUVISvvvoKCxcuxPDhw+W6b775RtZm79q1C3379sW///3vBq8JDw/Hzp078fvvv+P+++9vob0jIiIiIiIia2CxSbdIhEWTcmPCLYwcORJKpRK7d+/GlClTLniNqMXWarXyeUbR0dEICQmR7yeS7saIZN3Dw+OS21NVVSXDqLi4WC7F54mwZMbtt/T9sLZ9sbb9qampqVta+v5Y0/fCfTFf1vD7agzLU8tgTX8brG1/WJ6aJ2v6jVnTvrTUflhs0p2ZmSmbgdenVqtlciweu9hrbGxsZLJen6+v70Vfs2PHDixatAgrV6685Pa8+uqrePHFFy9Yv3HjRjg4OMAaiGb81sKa9sVa9qe8vFwuRasT/psxP9bwG7O2fTH+m7E2LE8ti7X8e7Km/WF5at6s4TdmbftS3gLlqdkl3XPnzsXrr79+2ablLeHo0aOYNGkSnn/+eYwePfqSzxX9vufMmdOgplsMxjZs2DA5aJulX/0R/6hGjRoFjUYDS2ZN+2Jt+5Oamor4+HjZ4iQoKAiWzJq+F+6L+crLy4M1YnlqGazpb4O17Q/LU/NkTb8xa9qXlipPzS7pfvTRR/Gvf/3rks8R/az9/PyQnZ19QXMaMaK5eKwxYn11dTUKCwsb1HaL0cvPf83x48cxYsQIOTDbM888c9nttrW1lXE+8UO0hh+jwH0xX9bw3YiWKsalpe+LNX0vRtwX82Mtv63zsTy1LNb0t8Fa9oflqXmzht+Yte2LpgX2weySbm9vbxmX069fP5k8i37aPXv2lOs2bNgAnU6HPn36NPoa8TxxUNevXy+nChPi4uKQnJws389IjFouBlqbNWsWXn755WbbNyIiIiIiIrq2WOyUYWLE8bFjx+Kuu+7Cnj17sH37djm6+PTp0+tGLk9LS5MDpYnHBVdXVzmXt2gGLvpai4T9jjvukAm3cRA10aRcNAkXzcnF80RfbxE5OTmtur9ERERERERkecyupvtqLFiwQCbaohm4GLVc1F5/8MEHDfobiJrs+p3j33333brnihFSx4wZg48//rju8V9//VUm2GKebhFGbdq0wdmzZ1tw74iIiIiIiMjSWXTSLUYqF3NuX0xoaCj0en2DdXZ2dpg/f76MxrzwwgsyiIiIiIiIiK7Z5uVERERERERE5o5JNxEREREREZGJMOkmIiIiIiIiMhEm3UREREREREQmwqSbiIiIiIiIyESYdBMRERERERGZCJNuIiIiIiIiIhNh0k1ERERERERkIky6iYiIiIiIiEyESTcRERERERGRiTDpJiIiIiIiIjIRJt1EREREREREJsKkm4iIiIiIiMhEmHQTERERERERmQiTbiIiIiIiIiITYdJNREREREREZCJMuomIiIiIiIhMhEk3ERERERERkYkw6SYiIiIiIiIyESbdRERERERERCbCpJuIiIiIiIjIRJh0ExEREREREZkIk24iIiIiIiIiE2HSTURERERERGQiTLqJiIiIiIiITIRJNxEREREREZGJMOkmIiIiIiIiMhEm3UREREREREQmwqSbiIiIiIiIyESYdBMRERERERGZCJNuIiIiIiIiIhOx6KQ7Pz8fM2fOhIuLC9zc3DB79myUlpZe8jWVlZW477774OnpCScnJ9x4443IysqqezwvLw9jx45FQEAAbG1tERwcjPvvvx/FxcUtsEdERERERERkTSw66RYJ97Fjx7B27VqsWLECW7Zswd13333J1zzyyCNYvnw5Fi9ejM2bNyM9PR033HBD3eNKpRKTJk3CsmXLEB8fj2+//Rbr1q3DPffc0wJ7RERERERERNZEDQt14sQJrF69Gnv37kWvXr3kug8//BDjxo3DW2+9JWuqz1dUVISvvvoKCxcuxPDhw+W6b775Bu3bt8euXbvQt29fuLu749577617TZs2bfCf//wHb7755iW3p6qqSoaRsWZcq9XKsGTG7bf0/bC2fbG2/ampqalbWvr+WNP3wn0xX9bw+2oMy1PLYE1/G6xtf1iemidr+o1Z07601H4o9Hq9Hhbo66+/xqOPPoqCgoIGf2Ts7OxkLfaUKVMueM2GDRswYsQI+RrRHL1+Yv3www/LWvDziZrwW265BUFBQfjxxx8vuj0vvPACXnzxxQvWiwTfwcGhiXtJdO0oLy+XrUuioqL4b4boCv/NiPJJXFAW3aysBctTon+G5SmR+ZWnFlvTnZmZCR8fnwbr1Go1PDw85GMXe42NjU2DhFvw9fW94DUzZszA0qVLUVFRgYkTJ+LLL7+85PbMmzcPc+bMaVDTLfqDDxs2TPYft/SrP6IJ/6hRo6DRaGDJrGlfrG1/UlNTZdItWpyIi1yWzJq+F+6L+RJjkFgjlqeWwZr+Nljb/rA8NU/W9Buzpn1pqfLU7JLuuXPn4vXXX79s03JTe/fdd/H888/LJMB4AvDxxx9f9Pli0DURRsYGBGLgNpG4W/o/LHEFSOyHscmSpbKmfbG2/RH7YPz3wn8z5sOafmPWtC+C+PciWGiDtYtieWoZrO3fkzXtD8tT82RNvzFr2peWKk/NLukWTcb/9a9/XfI54eHh8PPzQ3Z2doP14ksXI5qLxxoj1ldXV6OwsLBBbbcYvfz814j7IqKjo2Xt+aBBg/Dss8/C39//qq6YhIWFXdHzicjgtdde46EgugqivHF1dbXaY8bylKhpWJ4SmU95anZJt7e3t4zL6devn0ye9+/fj549e9b12dbpdOjTp0+jrxHPE00g1q9fL6cKE+Li4pCcnCzf72LEewr1B0q7HJGoC+K9Lf1kyNhUPiUlxeL7DVrTvljb/nBfzBO/F/Ml+p6FhITUlTfWiuWpebKmvw3Wtj/cF/PE7+XaLk/NLum+UmLEcTGf9l133YVPP/1UNnMQ82lPnz69buTytLQ0OXDa999/j5iYGJn8irm8RVNxcVDFH9UHHnhAJtyiH6mwatUqWfPdu3dvOY+3mJLs8ccfx4ABAxAaGnrF2yemHhPEZ1r6H28jsR/cF/PE78Y88XsxT9b0vdQvb6wVy1PzZm3/nqxpf7gv5onfy7VZnlps0i0sWLBAJtoisRYHSdRef/DBB3WPi0Rc1GSLPgf1+2obnytqrseMGdOgr7a9vT2++OILOZK5eFxc9RTzeIu+5kRERERERETXTNItaqvFlFwXI2qmz+8QL6YUmz9/vozGiNHGd+zY0ezbSkRERERERNce626T1sqjr4rRz+uPaG6puC/mi9+NeeL3Yp6s6Xuxxv25FvaT+2K++N2YJ34v5smavpeW2h+F3trmGiEiIiIiIiIyE6zpJiIiIiIiIjIRJt1EREREREREJsKkm4iIiIiIiMhEmHQTERERERERmQiTbiIiIiIiIiITYdJNRK1iyJAhUCgUMjQaDdq1a4eFCxfy2yAiIiIiq8Kkm4hanJip8ODBg3j11VeRkZGBuLg49OvXD7NmzcKZM2f4jRAREV0hXsQmMn9MuomoxZ06dQolJSUYOHAg/Pz8EB4ejnnz5qGmpgaHDx/mN0JERHQFeBGbyDIw6SaiFrd//37ZrLxLly5161JTU+XS19eX3wgREdEV4EVsIsvApJuIWtyBAwcQFhYGFxcXef/kyZN44okn0K1bN8TExPAbISIiugK8iE1kGZh0E1GrJN1nz56Fk5MT7Ozs0L17d3Tu3BmrV6+GUsk/S0RERFdanvIiNpH549ktEbXKScLjjz+O2NhYJCYmory8HN9++61sWi4GWBszZkzdc5cuXYq7776b3xIREVEj5SkvYhOZP4VejMBARNRCRJIdERGBdevWYcSIERc8LgZTE1ftU1JS5O0+ffpgxYoV8Pf353dERERUj7u7O/7v//4Pd955JxwcHGRZKcZMMRowYADeeecdWZbOnj0bnTp1wiOPPMJjSNTC1C39gUR0bTP2P+vVq1ejj6vVagQHB8sr96tWrcL48eOZcBMRETVyEbuwsBCjRo1C27ZtGz0+zz77LF577TUMGjRIdt9iwk3UOti8nIhavCmcODlwdXW96HPEYGobN27EJ598IpuhExER0dVdxBbGjh2L5ORkrFy5Eh9//DEPIVErYdJNRC3q1VdfRXx8/CWfI5Luxx57DPfccw+cnZ1bbNuIiIis6SL23r17kZ+fL5+j0WhadPuI6G9MuonI7ERFRcHT01P2UyMiIqKrv4idlpYm+3pv2LBBdtk6evQoDyNRK2HSTURmRzSBe/PNN2X/biIiIro6FRUVmDp1Kj788EM5OOm8efPw0ksv8TAStRKOXk5EZiMhIQHjxo3D6NGj5YkCEREREZGlY9JNREREREREZCJsXk5ERERERERkIky6iYiIiIiIiEyESTcRERERERGRiTDpJiIiIiIiIjIRJt1EREREREREJsKkm4iIiIiIiMhEmHQTERERERERmQiTbiIiIiIiIiITYdJNREREREREZCJMuomIiIiIiIhMhEk3ERERERERkYkw6SYiIiIiIiIyESbdRERERERERCbCpJuIiIiIiIjIRJh0ExEREREREZkIk24iIiIiIiIiE2HSTURERERERGQiTLqJiIiIiIiITIRJN1ETffvtt1AoFNi3b1+jjw8dOhSdOnVqkeO7bNky9OjRA3Z2dggJCcHzzz+PmpqaK3qtTqfDG2+8gbCwMPn6Ll264Keffmr0uSdOnMDYsWPh5OQEDw8P3HbbbcjJyflH73klzp49K4/1W2+91ejjL7zwgnw8NzcXprJo0SLceuutiIyMlJ8lvt+r9dVXX6F9+/bymIj3+fDDDxt9XlpaGqZNmwY3Nze4uLhg0qRJSExM/EfvSURkrliesjy9WixPydIw6SaycH/++ScmT54sEzSRcInb//vf//DAAw9c0euffvppPPnkkxg1apR8vUjab7nlFvz8888NnpeamorBgwfj9OnTeOWVV/DYY49h5cqV8nXV1dVNek9L8sknn2Dp0qUIDg6Gu7v7Vb/+s88+w5133omOHTvKY9KvXz88+OCDeP311xs8r7S0FMOGDcPmzZvx1FNP4cUXX8TBgwcxZMgQ5OXlNek9iYjo8lietgyWp3RN0hNRk3zzzTd68U9o7969jT4+ZMgQfceOHU1+dDt06KDv2rWrXqvV1q17+umn9QqFQn/ixIlLvjY1NVWv0Wj09913X906nU6nHzRokD4oKEhfU1NTt/7ee+/V29vb65OSkurWrV27Vh6Dzz77rEnveaXOnDkjP+fNN99s9PHnn39ePp6Tk6M3leTkZH1tba28Lb5X8f1eqfLycr2np6d+/PjxDdbPnDlT7+joqM/Pz69b9/rrr8t92bNnT9068T2qVCr9vHnzmvSeRETmjOUpy9MrxfKULBVruolayDfffCObJX/99dcN1otaY7F+1apVdesyMjJw8uRJaLXaS77n8ePHZdx9991Qq9V16//zn/+IC2r49ddfL/l6UXMrPkM830hsy7333itrtnfu3Fm3/rfffsOECRNkrbXRyJEjERUVhV9++aVJ72kqonm9RqNptOm7OFaiVUBlZeUVH2dB1HArlU37k7lx40ZZS13/mAj33XcfysrKZIsBI/Gd9e7dW4ZRdHQ0RowY0eA4X817EhFZE5anLE9ZnpKlYdJN9A8VFRXJvsTnx/mJ3B133CGT1jlz5iAlJUWuO3LkiGw+PHv2bIwbN67uufPmzZP9dEXf3ksRzY6FXr16NVgfEBCAoKCguscv9XpHR0f5WfXFxMQ0eH+xHdnZ2Rd8jvG59T/nSt+zKcrLyxs91mJ9faKvuejTLvph1yeawYuk9sYbb5R9oK/0OP9TF/ueevbsKRN54+OiL/zhw4cvepwTEhJQUlJyVe9JRGQpWJ6yPL0clqdkqZh0E/1DorbX29v7gtixY8cFz/3iiy+gUqlkki0SwFmzZsHPzw/vvPNOkz5b1NQK/v7+Fzwm1qWnp1/29b6+vrIm+vzXCsbXX+5z8vPzUVVVdVXv2dQa7MaO9ZtvvtngeW3btpX9m3/88ccG60Xtb0FBgUzKW5I4JuJ79/HxabDexsYGnp6edcfEeBwvdpzP/06u5D2JiCwFy1OWp5fD8pQs1d/tUYmoSebPny+bWJ/v0UcfRW1tbYN1IsEWz58xYwYGDRqE2NhYrF27Vo5Qff5IriIup6KiQi5tbW0veEzU5BYXF1/29Rd7bf33v9zn1H+vK33PphBNw6dOnXrB+u+//x4//PBDg3W33367bNIuaocjIiLkugULFshm4mJQsqs5zv+U2GeRDDdGHJerPc5X855ERJaC5SnL08theUqWikk30T8kmv021hxYjHDd2BRW06dPlzWwotZVJJGir25T2dvby6Wxlrk+0WfZ+PilXn+x19Z//8t9zvnPvZLnNYWYEkvUhJxv27ZtF6y7+eab8fDDD8tE+7nnnpPNFlesWIFHHnnkglp4UxP7fP4I7419T1d7nK/kPYmILAXLU5anl8PylCwVm5cTtTAx+JVxbm8xCJrox9tUxibHxubf9Yl1om/35V6fmZkpB107/7WC8fWX+xwxZ7exdvZK39PUxEUP0YdeJN2C6Mstklkx13ZLE8dEtHoQ/eLrE0mz+D0Yj4nxOF7sOJ//nVzJexIRWSuWpyxPjViekrlj0k3UwsTo0mIwrFdffVXW0L733ntNfq9u3brJpTGJNxL9ecVI4cbHL/V6MQjZiRMnGqzfvXt3g/cPDAyUfafP/xxhz549DT7nSt+zJYgm5vHx8di7d69Mvrt37y7ntG5pF/uexH1x0cX4uBgArXPnzo0eZ3H8wsPD4ezsfFXvSURkrViesjw1YnlKZq+15ywjupbmFV28eLF8zQcffCDvT58+Xc59HRcX1+B56enpcm7m6urqy25HdHS0nKe7/vzXzzzzjJyn+/jx43XrCgsL5XuKpVFKSspF59QODAxs8J733HOP3FYxX7XRunXr5P588sknTXpPU8/TLY6fl5eX/sYbb9QrlUr922+/3eTjXN+l5ukuKyuT71l/W8S8oh4eHvoJEyY0eO6tt96qd3Bw0Ofl5dWte+211y74XZ08eVLO0/3kk0826T2JiMwZy1OWp41heUrWhEk3UQudJGRlZckEcNiwYTIJFXJzc/W+vr76fv366Wtra+ueO2vWLPneItm8nOXLl8sEe/jw4frPP/9c/+CDD8oE86677mp0e7twDfwAALhwSURBVMWyvscff1yuv/vuu/VffPGFfvz48fL+ggULGjxPJNuenp76iIgIedHglVde0bu7u+s7d+6sr6ysbNJ7XmybmivpFu6//375mEhaRZJd39Uc582bN+tfeuklGT4+PvrQ0NC6++Ixo40bN8r3FNtU3/z58+X6m266SR6T22+/Xd5/+eWXGzyvuLhYHmPxGW+88Yb+3Xff1QcHB+sDAgL02dnZTXpPIiJzxvKU5SnLU7J2TLqJWugk4YYbbtA7Ozvrz5492+B5S5cule/z+uuvNykZFP744w99t27d9La2tvqgoCBZ031+7e3FElyR7IsEuk2bNnobGxu5zT/++GOjn3P06FH96NGjZU2qm5ubfubMmfrMzMwLnnel7/nhhx/KbVq9erXJku49e/bIx8R2n+9qjrPxMxqL+gn2xZJuQVwUadeunTwmIrEWCbXxAkx9orWASKRdXFz0Tk5Osjb71KlTjW7Xlb4nEZG5YnnK8pTlKVk7hfhfazdxJ6Jr07Rp03D27FnZL9xUDh06JPs3i2nFWnp+biIiopbA8pTIvHHKMCJqFeJ636ZNm+T0aab0xRdfwMnJCTfccINJP4eIiKg1sDwlMn9MuomoVYi5ss+f7qo5LV++XE7J9vnnn+P++++Ho6OjyT6LiIiotbA8JTJ/bF5ORFYpNDQUWVlZGDNmDH744Ye6qbaIiIiI5SlRS2LSTURERERERGQiSlO9MREREREREdG1ziqS7vnz58umpHZ2dujTp89lR0JevHgxoqOj5fM7d+6MVatWNXj8hRdekI+LPqDu7u4YOXIkdu/ebeK9ICIiIiIiImtj8c3LFy1ahNtvvx2ffvqpTLjfe+89mVTHxcXBx8fngufv2LEDgwcPxquvvooJEyZg4cKFeP3113HgwAF06tRJPkesE68NDw9HRUUF3n33Xfmep0+fhre39xVtl06nQ3p6uuxHKga4ICIiak6i+C4pKUFAQACUSqu4ht4olqdERGTp5anFJ90i0e7duzc++uijusI5ODgYDzzwAObOnXvB82+++WaUlZVhxYoVdev69u0r5/EViXtjiouL4erqinXr1mHEiBFXtF2pqalyO4iIiEwpJSUFQUFBVnuQWZ4SEZGll6cWPWVYdXU19u/fj3nz5tWtE1cnRHPwnTt3NvoasX7OnDkN1onRjZcsWXLRzxBTDomku2vXrhfdlqqqKhlGxmsZ8fHx8PDwgCXTarXYuHEjhg0bBo1GA0tmTftibfuTlpaGn376CTNmzEBgYCAsmTV9L9wX85Wfn4+oqCirG5mf5allsKa/Dda2PyxPzZM1/casaV9aqjy16KQ7NzcXtbW18PX1bbBe3D958mSjr8nMzGz0+WJ9faImfPr06SgvL4e/vz/Wrl0LLy+vi26LaK7+4osvXrB+3759cHBwgKUT+2At/dqtaV+saX/EvzUxzsKxY8dw5swZWDpr+V4E7ov5/psRrK0LE8tTy2FNfxusaX9Ynpova/mNWdu+lLdAeWrRSbcpiSs3sbGxMrH/4osvMG3aNPnDaqyfuCBq2+vXoIsm6aJ5uXgfT09PWPrVLHHRYdSoURZ/Ncua9sXa9kc0IRUtQ0R3D0tvKmtN3wv3xXzl5eXBGrE8tQzW9LfB2vaH5al5sqbfmDXtS0uVpxaddIuaZ5VKhaysrAbrxX0/P79GXyPWX8nzxcjlbdu2lSGSgMjISHz11VcNmrLXZ2trK+N84odoDT9Ggftivqzhu1Gr1XVLS98Xa/pejLgv5sdaflvnY3lqWazpb4O17A/LU/NmDb8xa9sXTQvsg0UPd2pjY4OePXti/fr1devEQGrifr9+/Rp9jVhf//mCuFJzsefXf9/6fbaJiIiIiIiIrLqmWxBNumfNmoVevXohJiZGThkmRie/44475ONiOjExKJPoIyY89NBDGDJkCN5++22MHz8eP//8s+x3LQZLE8RrX375ZVx//fWyL7doXi7mAReDUkydOrVV95WIiIiIiIgsi8Un3WIKsJycHDz33HNyMDQx9dfq1avrBktLTk5uMN9a//795TzczzzzDJ566inZbFyMXG6co1s0VxeDsH333Xcy4Rb9scWUZFu3bkXHjh1bbT+JiIiIiIjI8lh80i3cf//9MhqzadOmC9aJGuuL1VqL0ZN///33Zt9GIiIiIiIiuvZYdJ9uIiIiIiIiInPGpNuE+gWpAL3elB9BREREREREZoxJtwntmO0I10XXAwd/BLQVpvwoIiIiIiIiMkNMuk2oQquHOucYsPQ+4J0OwNrngaJUU34kERERERERmREm3SYU9G4pyvo/CbiGABX5wPb3gPe7Akv+A+TEmfKjiYiIiIiIyAww6Tah/Ao9Knv+H/BQLDB9IRA6CNDVALELgPkxwM8zgdT9ptwEIiIiIiIiakVMulvkKKuA6PHAv1YAd64HoicY1p9cAXw5HPhhCpDG5JuIiIiIiMjaMOluaUG9gOkLgPv2AN1uBZRqIGED8MVw4KdbgMyjLb5JREREREREZBpMuluLdztg8nzg/n1A11sAhRKIWwl8OgBYfAeQE99qm0ZERERERETNg0l3a/MIA6Z8AvxnN9DxBsO6Y78DH/cxDLhWnN7aW0hERERERERNxKTbXHhHAVO/Ae7ZDrQbD+h1hgHXPugBbHwFqCpt7S0kIiIiIiKiq8Sk29z4dQJmLARmrwOC+wA1FcDm14EPewIHfgB0ta29hURERERERHSFmHSbq+DewL/XAFO/A9zaAKWZwLL7gc+GAImbWnvriIiIiIiI6Aow6TZnCgXQcTJw/15g9P8AW1cg6wjw/SRg0W1AYUprbyERERERERFdApNuS6C2Bfo/ADx4EIi5G1CogBPLgPkxwNa3gZqq1t5CIiIiIiIiagSTbkvi6AmMexP4vy1ASD9AWw6s/y/wSX/g9PrW3joiIiIiIiI6D5NuSx1s7Y4/gSmfA44+QN5p4Mcb2OSciIiIiIjIzDDptuT+3l1vBh7YB/S5t5Em59WtvYVERERERETXPCbdls7OFbjutQubnH82GEjZ09pbR0REREREdE1j0m1CwfcH42ThSbRsk/PPAAcvIOcE8NVoYOWjQGVRy2wDERERERERNcCk24Rce7ninm334O6/7sbezL3Q6/Ut0OR8umGKsW63AtADe78E5vcBTqww7WcTERERERHRBZh0m1DB9gIoFUrszNiJf6/5N2778zZsTtls+uTbwQOYPB+4fRngEQ6UZACLZgI/zwSK00372URERERERFSHSbcJpX2RhgXDFuDmdjfDRmmDQzmHcP+G+3HT8puwPmm96ZPv8CHAvTuAQY8CSjVwcgXwUQyw5wtApzPtZxMRERERERGTblPzd/DHM32fwZqb1uCOTnfAUeOI+IJ4PLzpYcxYOQPb07abNvnW2AMjnjMMtBbYC6guAVY9Bnw7HshLMN3nEhEREREREZPuluJl74U5PedgzY1rcHeXu2GvtsexvGO4Z909uGPNHTiQdcC0G+DbEZj9F3Ddm4CNE5C8A/ikP7DjI0BXa9rPJiIiIiIiukaxeXkLc7V1xQPdH8CfN/yJ2zrcJpud78/aj1mrZ8kE/ETeCdN9uFIF9Lnb0OQ8fChQUwn89TTw9RggJ850n0tERERERHSNYtLdSjztPfFE7yew8oaVuCnqJqgUKtnU/OYVN+PpbU8jsyzTdB/u3ga4bQkw8QPA1gVI3Qt8OgjY+g5QW2O6zyUiIiIiIrrGMOluZX6Ofni+3/NYNnkZrgu9DnrosSxhGSb+MREfHvwQZdoy000v1nMW8J+dQNtRQG0VsP5F4KuRQNZx03wmERERERHRNYZJt5kIcQnBG0PewIJxC9Ddpzsqayvx+eHPMf738fg1/lfU6ExUA+0aBMxcDEz+BLBzBdIPAp8NBja/AdRqTfOZRERERERE1wgm3Wami3cXfDf2O7w79F2EOIcgrzIPL+58EVOXT8XujN2mq/Xudgvwn91A1HWATgtsfBn4YhiQcdg0n0lERERERHQNYNJthhQKBUa2GYklk5bgyd5PwsXGBacLT+POv+7EnE1zkF6abpoPdvEHZvwE3PAlYO8OZB6Ribdy86tQmKqmnYiIiIiIyIpZRdI9f/58hIaGws7ODn369MGePXsu+fzFixcjOjpaPr9z585YtWpV3WNarRZPPvmkXO/o6IiAgADcfvvtSE83UaJ7CRqVBrd2uBWrbliFGdEzoFQosTZpLSYtmYRPDn2CSjH6uClqvbtMBe7bA7S/HtDVQLXtbQyJe96QhBMREREREdEVU8PCLVq0CHPmzMGnn34qE+733nsPY8aMQVxcHHx8fC54/o4dOzBjxgy8+uqrmDBhAhYuXIjJkyfjwIED6NSpE8rLy+XtZ599Fl27dkVBQQEeeughXH/99di3b99VbZvazQ/7U4pRkVKJvNJqlFXVoLSqBhXaWijO1WgLYmGjVsLN3gZuDhq42Wvg6qCBj7Mdgtzt5TRjT/V5CjdG3ojX9ryGfVn78HHsx1hyagke7/04RoSMqHuvZuPkA9z8A3D0d+hXPgrXihTovxkFDHoMGPQooLZp3s8jIiIiIiKyQhafdL/zzju46667cMcdd8j7IvleuXIlvv76a8ydO/eC57///vsYO3YsHn/8cXn/pZdewtq1a/HRRx/J17q6usr79YnHYmJikJycjJCQkCvetsD/+xJ3//zPRwL3cbZFsIcDgt3t0cN7HjpGHMTKtM+RXpaORzY9gr7+fTE3Zi4i3CLQ7DrdgJrAPsj59nYEFO0DNr8GnFwJTPkE8Ovc/J9HRERERERkRSw66a6ursb+/fsxb968unVKpRIjR47Ezp07G32NWC9qxusTNeNLliy56OcUFRXJmmQ3N7eLPqeqqkqGUXFxMXTaSoR4uyLAzQFeTjZwtlPD0UYNexuVfI5Orwf0YglU1dSiqLIGReVaFFVoUVCuRVZJJcqqapFdUiVjf1LBuXd3AhT3w9lvCxSum7ArYxduWHojbmo7HQ/1+A/s1fZoTlpbd+wNewBjg8ths+4pKLKOQP/5UOgGPgpd/4cBlQaWQnQfqL+0dNa0PzU1NXVLS98fa/peuC/myxp+X1danhr319L3mf+ezJc1fTcsT82TNf3GrGlfWmo/FHq9yPwsk+hnHRgYKJuM9+vXr279E088gc2bN2P37gtH+7axscF3330nm5gbffzxx3jxxReRlZV1wfMrKysxYMAA2Qd8wYIFF92WF154Qb7H+UTzdQcHhybtn/hmymuA3Cogv1IhlxnlCqSXKZBVKZJ1BRSaPNj6roTG2VCjrqhxRXD5RPRyaI92rno4NnM+bKstQpeUbxFQtF/eL7Rvg4Nt7kKx/ZW3ACBqjOjaER8fj6ioqCb/myG61v7N3HLLLfLCsIuLC6yFKcpTomsJy1Mi8ytPLbqmuyWuekybNg3iusQnn3xyyeeK2vb6NejiynxwcDCGDRsGT0/PZt+2qhodEnJKcSy9BAdTumBHxjYU2v8CpU0Bkl1+RGJJe1QlTURH71AMjPDEwEhP9Axxh0qpaNJxEE3uR40aBY1GA+ino+bYb1D9NQ9uFUkYGv/iuVrvh8y+1vuCfbFw1rQ/qampMunu27cvgoKCYMms6XvhvpivvLw8WKOWLk9bEv89mS9r+m5Ynpona/qNWdO+tFR5atFJt5eXF1Qq1QU11OK+n59fo68R66/k+caEOykpCRs2bLjsVQ9bW1sZ5xM/RFP8GMVbdg2xRdcQT9zSV6zphoyi2/DG7vnYkPEL1M4noHI8jbjcETiyZSA+2XIGno42GNneF2M6+aJ/hBfsNKqr/Mx6+9J9BtB2OLDiESjiVkK15TWoTv0JTP4E8O0Ic2eq76W1WMP+qNXquqWl74s1fS9G3BfzYy2/rdYuT1sD98V8WcN3w/LUvFnDb8za9kXTAvtg0VOGiabiPXv2xPr16+vW6XQ6eb9+c/P6xPr6zxfElZr6zzcm3KdOncK6dess5sq6v6sr3h39FP6Y9Dt6+faCQqmFrc9q+HX4BK7uycgrq8aifSn497f70POltbhv4QEsP5SO8uomzsHt7AtMXwBM+RywcwMyDgGfDQG2vAnUcl5vIiIiIiIii67pFkQTtFmzZqFXr15yhHExZVhZWVndaOZijm3R71tMESaI6b+GDBmCt99+G+PHj8fPP/8spwL7/PPP6xLum266SU4btmLFCtTW1iIzM1M+5uHhIRN9cxfuFo6vx3yNFYkr8Na+t5BfmQb4fYxRXcbAo/IGbD5RgcziSqw8nCHDwUaFMR39MLl7IAZEeEKtuoprMWKqsq43A+FDgOUPA/F/Ahv+ZxjhXNR6+7Q35a4SERERERGZNYtPum+++Wbk5OTgueeek8lxt27dsHr1avj6+srHxTRfYkRzo/79+8vBWJ555hk89dRTiIyMlCOXizm6hbS0NCxbtkzeFu9V38aNGzF06FBYAjHa+sSIiRgcNBjvH3gfv8b/il3Za+BisxNzbngYbR1GYO3xbKw6koGkvHL8cTBNhrezLa7vGoAp3QPRMcDlyuf/dvYDZvwEHF4E/PkEkH4Q+GwwMHQuIPt6W/xPjYiIiIiI6KpZRSZ0//33y2jMpk2bLlg3depUGY0JDQ2VA6dZC1dbVzzX7zlMbjsZL+16CSfzT+Kl3f9FN+9leLbfs3hizFAcTCnEkoNpsql5TkkVvtp2RkaUrxNmxIRgQifDBYwrq/WeDoQNAVaIWu/VwPr/AidWnKv1jjb17hIREREREZkVi+7TTVeui3cX/DT+JzzZ+0k4qB0QmxOLm5ffjHcPvItof1v8d1In7H5qJL68vRfGd/GHjVqJ+KxSvLj8OAa8uRk/nFJi79mCK7sg4eIPzPjZkGjbugLpB4DPBgHb3mVfbyIiIiIiuqYw6b6GqJVq3NrhViydvBQjQ0aiRl+Db45+gylLp2BL6haZaI/s4Iv5t/TA3qdH4qVJHRHt54zqGh325Spxy1d7MfKdzfhyayKKyrWXr/Xudgtw3y4gcjRQWw2sewH4ejSQE9dSu0xERERERNSqmHRfg/wc/fDusHfx0fCP4O/oj/SydNy3/j7M2TQH2eXZ8jmu9hrc1i8Ufz40CL/+Xx/089HJAdcScsrwv5Un0PfV9XjqjyM4lVVy6Q9zCQBu+QWY9LGh1jttP/CpqPV+D9DVtswOExERERERtRIm3dewIcFDsGTSEtzR8Q6oFCqsTVqL65dcjwUnFqD2XEIsBlLrGuSK6RE6bHt8CF6e0knWfldoa7FwdzJGvbsFt365G+uOZ0Gn01+81rv7TOA/O4G2I4HaKmDd88DXY4Cc+JbdaSIiIiIiohbEpPsa56BxwJxec7BowiLZ77tMW4bX9ryGmatm4nje8QbPdbZTY2afNrL2+6e7+mJMR18oFcC207m48/t9GPb2JjkAW3HlRZqeuwYCM38Frv8IsHUBUvcCnw4Etn/AWm8iIiIiIrJKTLpJaufRDj9c9wOe7fssnDXOOJZ3DDNWzsDre16XiXh9ova7X4QnPrutFzY/Pgx3Dw6Hi51aTj320orj6PfKevxvxXGkF1Y0Xuvd4zZDrXfECEOt99pnga/HArmn+G0QEREREZFVYdJNf/8YFEpMazcNy6Ysw3Vh10Gn1+HHEz/ippU34Xj18UZHLg/2cMBT49pj11Mj8L/JndDWxwll1bX4ctsZDH5jI+b8EouTmcUXHmXXIODW34CJHwA2zkDqHkOt946PWOtNREQN/F9PDZQl6TwqRERkkZh00wW87L3wxuA38NnIzxDkFISs8iwsLF+IR7Y8gvTSxk96HGzUuLVvG6x9ZDC+uaM3+oZ7oEanx+8H0jD2va2445s92JWY1zBxF7XePWcZar3DhwE1lcBfTwPfjANyT/ObISIi6dMJ9nD/diDwyUBg/UtAyl5eoCUiIovBpJsuqn9gf/wx6Q/M7jgbKqiwJW0LJi+djO+OfYcaXU2jrxFNz4e188HPd/fD0vsGYHxnf9nve2NcDqZ/vguTP96BP49koLb+oGtuwcBtfwAT3gNsnICUXcCnA4Cd83lSRURE2J5cA71CCWQdAba+BXw1EngrCvjjXiB+DVBTzaNERERmi0k3XZKd2g73db0P9znfh+7e3VFRU4G39r2F6Sum43DO4Uu+tmuwG+bP7IENjw7FrX1DYKtW4lBKIe5dcACj392M3w+koqZW93etd687ztV6DzXUeq95Cvh2PJCXwG+JiOgaNvCbchTM3gNM+RzoeINhCsryXODQQmDhNOCtSGDpfcDp9UBt4xeFiYiIWguTbroiPioffDHyC/y3/3/hauuKuII43LrqVvxv1/9QXN1In+16Qr0c8b/JnbF97nA8OLytHHRNzPc955dDGP72Zvy0JxlVNefm7HYLAW5bAkx411DrnbwT+GQAsOsTQHcuQSciomuO3t4D6HozMPUb4IkEYNZyIOb/ACdfoLIQOPgj8OMNwNtRwPKHgKQdQCNjkRAREbU0Jt105T8WhRJTIqdg2eRluD7ieuihx6K4RZi0ZBJWn1nd6EBr9Xk52WLO6HYy+X5ybDQ8HW2QnF+Oeb8fwdA3N+Hb7WdQqa09V+v9b+DeHUDYYKCmAlg9F/huApCfyG+MiOhap9IYyodxbwBzTgCzVhjKDQdPoDwP2P8t8M11wAfdgE2vAwVJrb3FRER0DWPSTVfNw84DLw98GV+P+RqhLqHIrcjF41sex73r7kVKScplX+9sp8G9QyOw7cnheG5CB/i62CKjqBIvLD+Oga9vxGebE1BaVQO4twFuWwqMfxvQOAJJ2w213rs/Y603ERGdO5NRAWGDDC2kHo03jBHS7VZDa6mCs8CmV4D3uwDfTgBifwKqSnnkiIioRTHppibr7dcbv13/G+7rdh9slDbYnr4dU5ZOwReHv4C2VnvZ19vbqPDvgWHY8sQwvDylE4Lc7ZFbWoVX/zyJga9vwAfrT6GkuhbofSfwnx1A6CBAWw78+QTw3UQg/wy/PSIi+ptKDUQMBybPBx6LB6Z8BoQNEQOHAGe3AkvuAd6OBlY8AmRcelwSIiKi5sKkm/4RG5UN7ul6D36f9Dv6+PdBVW0VPjj4AaYun4r9Wfuv6D1s1SrM7NMGGx8biremdkW4lyMKy7V4Z228rPn+aMMplDoEAbcvA8a9da7We5uh1nvPF6z1JiKiRgooR6DrdGDWMuDhw8CwZwCPcKC6BNj3NfDZIOCL4Ya+4NXlPIJERGQyTLqpWbRxaYMvRn2BVwe9KpufJxQl4F+r/4XndzyPQjHAzRXQqJS4qWcQ1s4Zgvend0OEtyOKKrR46y+RfG/A/M2JKOt6B3DvdqDNQEBbBqx6DPj+ekMTQiIiosaIQTqHPA48cMAwAJsYAV2pAdL2G0Y9F7Xfqx4Hso7z+BERUbNj0k3NRszRPSF8ghxo7aaom+S630/9juuXXI9lCcsuO9CakUqpwKRugfjrEUPyHe5tqPl+c00cBr2xEZ8e0aH8lj+A694ENA6GJoMf92etNxERXa6gMgzAJkZAFwOwjXwBcA8FqoqAPZ8Dn/QDvhoDHP0duIJuUkRERFeCSTc1OzGl2PP9nsf3132Ptm5tUVBVgKe3PY07/7oTZ4quvB+2Mfle+8gQvHtzV4R6OiC/rBqv/XkSg97YjM+rRqDyzq1AmwF/13r/MImj1BIR0eU5eQMDHwEeOGgYfK39REChAlJ2Ab/eAbzXBdjyFlCWy6NJRET/CJNuMpnuPt3xy8Rf8HCPh2GnssOezD24cdmN+Dj2Y9n3+2qS7yndg7BuzhDZ57uNpwPyyqrxyqqTGPjFGXwZ8QGqR70KqO2BM1uAT/qfG+H83NzfREREF6NUGgZfu/lH4JFjwJC5gKMPUJIObHgJeKcDsOQ/QMYhHkMiImoSJt1kUhqlBrM7z8Yfk/7AoMBB0Oq0+OTQJzL53p2x+6reS32uz7dIvt+4qQuCPcRo59X436o4DNgUhV9iFkEX3A+oLjWMcP7VKCDzqMn2jYiIrIyLPzBsHvDIUWDK50BAd0BcJI5dAHw2GPh6LJueExHRVWPSTS0iyDkI80fMx9tD3oa3vTeSipNkc/N5W+fJeb6vhhhwbVqvYGx4dCheu6EzAt3skVNShSc2lKJ/5hzs6vA09LbOhgFyxEnS2uc5Mi0REV05tS3Q9Wbgro3A7HVAp5sApRpI3vl30/Ot7wDl+TyqRER0WUy6qUUHWhsdOhpLJy/FjOgZUECBFYkrMPGPifjh+A+yFvxqk+/pMSFyqrFXpnRGgKsdMku0mH6gIybp30Wy7yhAXwtsfw/4uC9wer3J9o2IiKx04LXg3sBNXwEPHwWGPAk4ehuanq9/EXi3I7DyMSAvobW3lIiIzBiTbmpxzjbOeKrPU1g4fiE6eHZAqbYUb+x9Azctuwk703de9fvZqJW4pU8INj4+FC9N6ghfF1scLnbA4KQ7MNdmHsrtfIHCJODHG6Baei9stMUm2S8iIrL2pudPGfp9T/4E8O0EaMuBvV8AH/YEfp4JJO0ArnCmDiIiunYw6aZW08mrE34a/xNe6PcC3G3dkViUiLvX3o1HNj6CtNK0q34/W7UKt/ULxebHh+HZCR3g5WSDn4s7o3fhK/hVMxF6KKA8uhgjTjwJxaGFPDEiIqKmNT3vdgtwzzbg9qVA5GgAeuDkCuCb64AvhgNHfgVqa3h0iYhIYtJNrUqpUOLGqBuxfMpyzGw/EyqFCuuS12HSkkmYHzsfFTUVV/2edhoVZg8Mw5YnhmHeddGwcXDBYyUzMLnqRZxWhsGmtgzqFQ8C300Eck+bZL+IiOgaaHoePhSYuRi4bw/Q81+A2g5IPwD8Nhv4oBuw40Ogsqi1t5SIiFoZk24ym7m958bMxeKJixHjFyOnFPv00Kcy+V6btBb6JjTXc7BR4/+GRGDrk8Px2OgonLGNxtjyF/GKdgYqYQOc3Qq9mF5s0+uAttIk+0VERP+c0s7MT1e82wET3zc0PR/6lKHfd1EK8NczwDsdgdVPAQVJrb2VRETUSsy8FKNrTaR7JL4c/SXeGvIW/Bz9kFGWgTmb5uCuv+7C6YKm1Uo72apx//BIbJs7HPcOi8L3mICRVW9gc20XKMRUMJtegV4MtHZqXbPvDxER/XPRH0Zj7p65+P3U7yioLDDfQ+roBQx90jDo2vUfAt7RQHUJsGu+rPlW/T4b7mUcdI2I6FrDpJvMcpTzMaFjsGzyMtzT9R7YKG2wO3M3blp+E17d/SoKKwub9L4udho8OLwtnutei4mD+uBexVO4v/oBZOrdoSg4Ayy4EfpFtwKFKc2+T0RE1HRKjRK7snfh+R3PY+gvQzF7zWwsPLEQWWVZ5nlYNXZAj9uB/+wCZv4GhA8D9DooTyzF4PgXofpuHHB8KaCrbe0tJSKiFsCkm8yWvdoe93W7T04xNjx4OGr1tVh4ciHG/TEO3x37DtW11U16X0cNMGdUJLY+MRwBA2divO4dfFEzDjV6JRQnlqP2w96G+Vdrmvb+RETUvE7NO4XZ7WajvUd76PQ67Mncg1f3vIpRv47CHavvwK/xv6Koqsg8+31HjgRuXwLcuwO6LjOgU6igTN0D/HI78EF3YNcnQFVJa28pERGZEJNuMntBzkF4f/j7+HzU54hyj0JJdQne2veW7O/919m/mtTfW/B0ssVT49rjzyfGIb3PM5hc+xr26NpBVVsh51+t+LAvcGZLs+8PERFdnaqMKtwWeRt+mfgL/rzhTzzW6zF08+4GPfTYl7UPL+58EcN+GYaHNjwkywUxLojZ8e2I2okf4q+O76J2wBzA3sMwneXqucA7HQz9v9nSiojIKjHpJovRL6AffpnwC/7b/7/wsvdCamkqHt38KGatnoUjOUea/L4+znZ4fmJHfPH47VjW/Us8XnMvcvQusC9KkCOcF3x/G1CS2az7QkRETb8QO6vjLPww7gf8deNfeLjHw/KCrFanxYaUDbJcGLpoKJ7d/ix2ZeySNePmpErjBp0YbE0MujbhXcAzEqgqNox0/n5XYPEdQOr+1t5MIiJqRlaRdM+fPx+hoaGws7NDnz59sGfPnks+f/HixYiOjpbP79y5M1atWtXg8d9//x2jR4+Gp6en7F8cGxtr4j2gK6VSqjAlcgpWTlkp+3vbqexwMPsgbll1C57c8iTSS9ObfDD9Xe3xvyld8NCjz2F+x5/xfe1o1OoVcE9chop3uiNj9ducd5WIyIz4O/ljdufZ+O363/D79b/jjo7/hq+DH0q1pVhyeokchHP4ojF4euPbWHH8KHYm5GF3Yh4OpRQiLrMESXllyCquRHl1TZNbTTWZjQPQ69+G6cZuWQyEDQH0tcCx34EvhwNfjQGOL2O/byIiK6CGhVu0aBHmzJmDTz/9VCbc7733HsaMGYO4uDj4+Phc8PwdO3ZgxowZePXVVzFhwgQsXLgQkydPxoEDB9CpUyf5nLKyMgwcOBDTpk3DXXfd1Qp7RZfjoHGQ/b1vjLwRHx78EMsTlmPVmVVYl7QOt3W4TZ6EOds4N+lABrk74IVpA5A0ohveX7ESwxNeQzdlAux3/RdpB36AbsxrCO45ll8SEVELKyyvRnxWKU5llyC9sAIZRZXIPBcieS6rjgLQFir7JKhdY6FxOYS8qkwsS/5WRk1ZW2gLe6GmpCOg1zR4bxu1Eu4OGrg72MjwdbGFv5s9Alzt5EXZAHHbzQ6u9hp5Qb7ZKJVA1GhDZB4Bdn4MHFkMpOwyhFsboO+9QPdbAdumlWtERNS6LD7pfuedd2RifMcdd8j7IvleuXIlvv76a8ydO/eC57///vsYO3YsHn/8cXn/pZdewtq1a/HRRx/J1wq33XabXJ49e7ZF94WunphW7OWBL2Nm+5myn/fezL346uhX+PXUr7ir812YHj0dtirbJh3aNp6OmDNrGhKyx+Kn397H2MxPEVh9Blh+M2I3DoLb5DcQ2rYDvzYiIhPzmfZfjPl4P3LLtFfwbCXU2gg4l0bDvnoqau2PoNJuF7SaeKgdT8uAzh7Ksu7QFvVCZak/dHoFqmt0yCquknG5aSjDvR0R7uWIcG+nc7edEOblCHsb1T/bUb/OwJRPgJHPA3u/BPZ+9Xe/742vAD1nATH/B7gF/7PPISKiFmXRSXd1dTX279+PefPm1a1TKpUYOXIkdu7c2ehrxHpRM16fqBlfsmTJP9qWqqoqGUbF/8/efYBFdbRtAH52l9577wiCimLD3nvvPcaSqDFqiomJpnfTTTQajTEmJhoTjb333ntDUCkCShEQlA67/zXDDx92VMqyPneuycqy5cyew855z8y8k54ub/Py8mSpyoq2X5vr4Wfhh7lt5mJ33G7MPDUTUelRMgj/88KfGBc0Dt29u0NPqfdEdfGwNobHi1NxJXoYTq35GC3S1iD49l7k/NkSW2wHwrfPe/BwskdlqAr7prTy8/OLb6t6fXRpv7Au2ksXjq/StqfG3vWKA27R8+znYAZ3G2M4WRjBydIIThaGsmda9EKbGujJXuv/aQvgVTn9aG3kWqyJWIPrGdehNj8AlfkB1Lb0RRfPnmhi3xEF+cZIzcpFakYeEm5l4/rNbNmbfj298DYlIw+3c/JxJjZNlpJE57eXjQkCnMwR6GxefOtobljcM17qvycjW6DF20DjSVCe/RfKI3OhSL4s531rDs6BJrAH1CEvQ+NaD5VFl74bdK0+bE+1ky4dY7pUl4qqh0JT4ZOYys61a9fg6uoqh4w3adKk+P633noLu3fvxuHDh+95joGBAf744w85xLzInDlz8PHHHyMh4c71PkVPt7e3N06ePIng4OCHbstHH30kX+NuYvi6iYnJE9aQnoRYWuxU7ilsz96OdE3hxQ97pT3aG7VHDf0aTz0sMDMlFoExixGsPi9/Fut8LzMeBFOvJrA1LsMhh8+YzMxMhIeHw9/fn38zRKX8mxk6dCjS0tJgYWGhM5/Z/dpTs9od8N6kF+FlYwijp+xMFonVIvMjcSL3BM7nnUc+Ci/46UEPNfVroqFhQ3iqPO/bVuQWACk5QEKWAonZQKK4lQXILLj/97+pngbuphp4mgGe5uJWA7M7R7Y/mkYNh/SzqJa4Efa3LxTfnWzqhysOnXHdsj6g0Ik0PVQG2J4SaV97WqV7urWJ6G0v2YMursy7u7ujTZs2MiFbVb/6I4bgd+jQAfr6j3umUDl6oAfeKngLy8KX4bcLvyEpJwl/Z/6NmjY10SinEcZ1Hfd0ddGMwZWDy2G+52M4FcRjUvZcnLiwHQf83kTPLt3gbGmEilAV982DxMbGyqC7cePGcHNzQ1WmS/uFddFeycnJeJba0xHdF5V5eyqWoNwYtRErLq9A+M1wnM47LYuPpQ/6+vRFd5/usDB49AmY6L9IzshFaPwtXIy/hdDrhbcRNzKRkQ9cTFPgYomOcXdrI9Rxs0Idd0vUcbNEDWcLGN7RO38/3cWng7yEc1CJnu9z/8E24xJsIy9BY+kBdf1RUAc/BxhboyLo0neDrtWH7al20qVjTJfqUlHtaZUOuu3s7KBSqe7poRY/Ozk53fc54v7HeXxpGRoaynI3cSDqwsFYFesitnVU7VHoH9Aff5z/A4suLML5lPMQ/13YewGvNXgNNW1rPvHr+7YaCjTti7hN38L2xCzUU15CvSvjsHxma0TXfh3DOzaGg0XFBN9Vbd/cj56eXvFtVa+LLu2XIqyL9tGVY6sy21MbfRsMqzkMQ2sMxbkb5+SF2k1RmxCRFoFvT3yLWadnoaNnRwyoPkCuC/6wkVLOBgZwtjZD20Dn4vuy8woQnnALp2PTcOrqTZy8moqIGxmISc1GTGo81p0tXI5SDIev626FRj62aORtg7oeVjAxeMApmltdwG0e0OFj4Mh84NhvUKRdhWrHx1Dt+QoIGgA0Glc4P7wC6NJ3g67Uh+2pdtOFY0zX6qJfAXWo0kG3GCpev359bN++XWYgF9Rqtfx54sSJ932OGIYufv/aa68V3yeu1JQcnk66RWQxn1h3okyqNu/UPHlSdSj+EAavG4w27m0wvs54BNoGPtmL6xvBtcd7QKsXkLRqGuwjVqK/chcyzx7Er6d7IKvBy3ihXS3YmT1ZMjciIip/IpgOsg+SZUrDKVgfsV62FeGp4VgbsVaWalbV0N+/v+z9tjS0LNXrGumrUNvNSpbhjT1l79DyNRvgVKMRzl27hVMxN3Ey5iZSMnJxODJFFkFPqUCQmyVCvG3Q2NsW9b2sYWF010mhuRPQ7n2g5ZvA2eXAkXmF2c9P/llYPJoAIWOBwB6AquqfFBMRVWVVOugWxBC0ESNGoEGDBggJCZFLhoklv4qymT///PNy3rdYIkx49dVX0apVK3z33Xfo1q0bli5dimPHjuGXX34pfs2UlBRcvXpVzhkXxPJjgugNf9oecao8dsZ2eKvBW3C57oIw2zBsjN6InTE7ZRHB98vBLyPAJuDJXtzCGfbP/w5NzMu4tfotWNw4iVdUy5FwYht+OD4YFk2ex5iWfrA2NSjrahERURlfqBUXaQdVH4QzN85gefhybIrchMs3L+PLI19ixvEZ6OTVCQP8B6COfZ3HzhNiogc0r2aLNoFOxUPTRe/3ERF0RyTLwFskbTspe8ZvYt7uCJmkTQxBb+pri+Z+9mjoZf2/nnB9Y6De8MIlxWIOA4fnAaFrgKsHC4u5c+F64PVGAOaOPFaIiCpBlQ+6Bw0ahKSkJHzwwQeIj4+XCc82bdoER8fChkUEzyKjeZGmTZvK5Gbvvfce3nnnHfj5+cnM5UVrdAtr1qwpDtqFwYMHy9sPP/xQJnihqs1GZYNPm36KccHj8MuZX+T63kXBd1v3thgfPP6Jg2+FewgsJuyE5vwqZG98D44ZsfhMMRehBzfgrUPPI7BZT7zQwkdm2CUiIu0lgmkRVIsier/XXVkne79F8L3myhpZRO+3CL67+5Zu7veD3sfX3kyWISEeMgiPTc0qDMIjk+VtVHImzl9Ll2X+3kgYqJSo52mF5tXs0KyaHYJcLaGnUgIejQtL+nXg+O/A8YXArevAzs+B3V8DNXsXLjnm1qAw3ToREVWIKh90C2Io+YOGk+/ateue+wYMGCDLg4wcOVIW0m3elt6Y3mI6xtQeUxh8R2zAjpgdsrTzaCeHnVe3qf74L6xQQFGrD4wDukJz5Bfk7/wagXlXMR+fYdfetRh5YDjatGiNUc28YH73cEEiItI6IqAeGjgUQwKG4HTSaRl8b47aLAPw6Uemy97vjl4dn7j3uyTxXHcbE1n61S9MKpmQno1DEck4cDkZ+y7fQNzNLByKSJHl2y3hMDfSQxMf0QteGIT72DlB0WYa0OKNwl5v0fsdewQ4u6ywOAcDDV8EavUFDEzL8JMiIiKdDbqJnobIUvtliy8xtvZYzDs9DxsjN2L71e2ytPdoL+9/ojnfeoZQNJ0E/eBh0Oz+Gpojv6K16jRaaM7gn52t0WffEPRr1QAjmno+OGEOERFpDREQBzsEy/JWw7ewLmKdHH5+d+/34879fhRHCyP0CnaVRfSERydnyuB7/+UbOHAlGWlZedhyIUEWQayg0cLPDq38HdC8Wi9YBvUHrp0sTLwm5n9fPwWsmQhsfgeoPRCoPwpw+t+IPyIiKls80ycqEXx/1fIrjKs9DnNPz5UZbLdd3SZLM5dmeDHoRdR3rP/4PRgmNlB0+RKKkDHQbPsYqtDVGKq3E73VB7BgWxd02dsHw1vXxnONPWXSHSIi0n4ioB4WOAxDA4bK3m8RfBf1fou5398f+172fosAvJ5Dvafq/S5JvI6Xnaksot0oUGtw/lpacRB+NCpVzgn/91isLEoFUNfDGq387dGq/hcIav8JlKf+LBx+nhoFHP21sLg1BOqPBGr2Ye83EVEZY9BNdBcfKx983eprjKtTOOdbBN/7r+2XRSwZI4Lvlm4tH/8EytYXikGLgKuHodn8LkzijmKS3io8l78Nszf1Qvvd3TGmbQ0MDnGHoR6DbyKiKtf7HfKWzHwuAnCR+Vz0hIsipjP18+uHLh5dyvz9VUpFcYb0l1tXk8uUHY1KwZ7wJOwOT0J4wm0cj06V5fut4bAxNUALv9Zo1bwf2hpehNWFxcDFdUDs0cKyaRpQe1BhAM7ebyKiMvG/DGNEdAdfK1/Z872uzzoM9B8IA6UBTiWdwsQdE9FvbT95YpWvzn/8T82jERQvbgUGLYbGrjqsFbfxnv5i/Js3AefWz0a7r7dj8eFo5OaruUeIiKrY3G8x73t5j+VY0nUJ+vr1hbGeMSLTIvHtsW/ReVVn/JvxL44lHJPDxMuDGDHVws8e73argS2vt8KBqW0xvW8QOtd0grmhnlyebPWpa5i87CyC/8pD94QXMbvuGsTUexsaay8gJx04Oh+Y2wz4tT1w8i8gN7NctpWI6FnBnm6iR3A3d8f7Td7HS3Vewp8X/sQ/Yf/gUuolTN07FT+d/AnP13wevXx7wUTfpPSfpeglD+wOhX9n4MxSaHZ+AZf0OHyj/wsuZ6/DN6sH4uedLfFKe3/0retamJWWiIiq3rrfDabIVTJE73doSijOqM9g7Pax8LTwlL3fPX17wtbYtty2xcXKWGZFFyWvQC2XIdsdnih7wc/Fpf9/Ab5BHVgY1cULLjHoo94C98SdUBT1fm+cCtTqAwQPA9wbMfM5EdFj4pk8USnZm9hjcoPJ2NJ/CyYGT4S1oTVib8fii8NfoMPyDvjxxI9IzEx8vM9TpSfXVlVMOgF0/BwaY2tUU17DPIMf8FPmFKxc8Tfaf78bK0/Gynl7RERUtZgZmGFg9YH4t8e/+KvzX2ho0BAmeiaITo/G98e/R/vl7TF512Tsid3zZKOnHoO+SokQbxtM6RSAdZNa4Oi77fH9wDroFewCaxN9pGerMSPCFS2jRqFh5iz8ajQCqYauQO4t4MQi4LdOwKz6wJ5vgfS4ct1WIiJdwp5uoidIniPmew+vMRyrLq/CX6F/IeZWDH49+yt+P/87unp3xfM1nn+85cb0jYCmE6GoNxw4MAuag7MRnHcFfxt8jr3ptTDj3/74aUddvNbeH92CnKEUmXGIiKhKqWFTA71MemFGhxnYFrsN/136D2dvnMXW6K2y2BvbyzW/e/v2lvlFypu9uSH61nOTRVzYPReXJnvAd4Ul4lQM8NnNTvgcHRCiCMNggz3oojwMo5QrwI5PobfjMzQxrwnF+SygZi9A37jct5eIqKpi0E30hMRwcrFu66Dqg7ArZhcWXViEE4knipeNaeTcCCNqjEAz12ZQKko5qMTIEmj7HhQhY4E930BzbCFa4BxaqM5h1806mLG0H2bvLAy+O9V05L4jIqqi7Uc//36yhKWEyQu4Ik9IUlYSFp5bKEuQXRB6V+uNTl6dymzpsUclZKvjbiXLK+38cDMzF3sv3ZBB+O5wY7x+KxDvYgS6qg6jv2oPGitD4XDrHLBqHDQbp0BRq19hAjYx/FzJgZRERCUx6CZ6SiqlCu0828lyNumsDL5Fj8Xh64dl8bLwkoF5r2q9YG5gXroXNXMAun4DRZOJwN5voTm5WK7xLcrW5Hr4YXF/zHKujfEtvcFR50REVZcYFfV2yNuYXL9wiPmqK6uwN3av7AEX5asjX6GdRzvZhjR2bizbnIpgZWKAHnVcZFGrNQiNT8euMBGAu2BYdGu4auLRT7UX/VR74JZzAzi+UJY8czfo1xkIBA0AHGtUyLYSEels0J2Xl4f4+HhkZmbC3t4eNjY2ZbtlRFWQSJrzTatvcO32NSwOXYwVl1YgKj0KXx39CjNPzkR3n+4YHDAY/tb+pXtBa0+g5ywomr8O7P4GmjNL0UF1QpZNSQ3xwz/9cNPIHWq36+hV140J14ioUvCc4Onpq/SLL+DeyLohe75FD7hY93tj1EZZHEwc0MOnB7r5dIOftR8qipjSVNPFUpYJbaohPTsPey4mYPEOe/ydNQTeGadk73dH5TGY34oF9n0vyy3L6jCsNwgGIgi3cq+w7SUi0jaPNf7n1q1b+Pnnn9GqVStYWFjAy8sLgYGBMuj29PTEmDFjcPTo0fLbWqIqwsXMBVMaTsH2AdvxfuP3Uc2qGrLys7AsfBn6remHkZtGyvW/89R5pXtBGx+gz89QTDgKBA2EBgp0Vh3FJsOpeC9/Jub+t1EmXPv3aIzMTktEVN54TlB+7IztMKLmCKzouQJLuy+Vy5CJIeYiWeeCcwvQd01fWRacXSAv8lY0CyN9OcVpsK8ae6a0xkevjEdyhx8x0fUfTMp/FVsK6iNXo4J5WhgMdn4C/FAL139ojYQdP0OTkVzh20tEVGV6ur///nt8/vnn8PX1RY8ePfDOO+/AxcUFxsbGSElJwblz57B371507NgRjRo1wqxZs+DnV3FXYYm0dd6eyFo7wH+AXJf174t/Y8fVHTiecFwWB2MH9PfvL4vIjv5IdtWAfvOhaPEGsPtL4PxKdFcdRlfVEaxNb4KZK/rgx+3V8FJrXwyo7ybXayUiKms8J6i4pcdq2taU5c0Gb8r8Iesi1mFv3F65dOUPqT/ghxM/oJ5DPdn73cGzA6yNrCt8G6s7mcsytqUvMnKa4cCVZHx1/jL0w9aiVc5uNFKGwvnmSWDPSeTveRcRZvWRW70nvJoPhJk185MQke4rddAterD37NmDmjVr3vf3ISEhGD16NObOnYuFCxfKAJxBN9H/TkoaOjWUJT4jXq7XKkpiViLmnJ6DX878glburdDXry+auTR79Jw9hwBgwO/Ia/o6kv6dDJe0Y+ilOoAeqoPYkNEIP63ujVnb/TC2pQ+GNvKAiQHTNxBR2eE5QcUzUBmgo1dHWdJy0rAtehvWR67HsfhjMomnKNMPT5fJO8UqGq3dW8sLvxXN1FAPHWo4yqLRNMWVpAz8e+YsNGf/Q52bW1FDEQX/20eA40eQf+wDnDGsg1SvLnBuPAB+3t6yvSQi0jWlPhP/+++/S/U4Q0NDvPTSS0+zTUQ6zcnUCRPrTsS42uNkwjXR+30q6RS2X90ui6OJo8xY28evD1zNXB/+Yg41cNTnFXSt5wb9fd9BGbYe3VWHZNmSXR8/beiNObsC8UJzbzzfxBPmRvoVVU0i0mE8J6hcYqh5UfZzcSF3U+QmbIjcgNCUUOyO3S2LocoQzV2bo71ne7Rya1X6RJ5lSATQ1RzMUK19E6B9E2TlFuDQqWO4fWoFPOK3wF8dgdq5J4HwkygIm47jypqIceoA83p90bBWICyN2WYRkW5g9xdRJSbN6erTVRYxTFAkXVsbsRYJmQmYd2ae7P0WmWr7+vdFW/e2spfjgZxqA0OWAPHnCrOdn1+FjqrjsuzOrY1ZW3pj3u5aGNXMG6OaecmstEREpBsXckfWGilLxM0I2fu9MXIjYm7FFF/M1Vfqo4lLEzn8vI17mwpZgux+jA1UaBzSCBAFXyH2ynnEH/oXttEb4J0bjgaac2hw/RzU637AibX+CLVsDrVfF9SqUx913KyYLJSInr2gOzs7G2fOnEFiYiLU6jsTN/Xs2bMsto3omSGy0IolY16v/7qc8/3fpf9w6PohHLx+UBYrQyv08O2BPtX6PDxjrVMtOexc0TpcZo7VnPkXrVRnZDmkDsTMnX3w697aGN7EGy+28IadmWFFVpOIdBTPCbSDj5UPJtWdhInBExGWGiZHU4kSmRYplyMTRU+hhxDnENkDLi7o2hrbVtr2uvnWhJvvxwA+Rk5SJOIOLIVB+Fq4ZZxHA0UYGtwKA04swJVjzlikaIgk17ZwrtkSzfwd4WNnyqHoRKTbQfemTZvw/PPP48aNG/cdSlRQUFAW20b0zBG92Z29O8sSeysWKy+vxKpLq+Tc7z8v/ClLgE2AXHpMJM2x1HtAb4W9P9BnLhSt3gb2/yDX+W6MUDQ2CMUJdTXM2tsHzQ/Uw5AQTznv29nSuKKrSkQ6gucE2keci4m2QhQRhF+5eQVborfIeeDhqeE4cO2ALJ8e/BR17OvInCKt3VrD18q30gJZQ3tv+PSaBmAakBaL1JNrkH1uLexvHIGv8jp8sQa4tgbJcebYsbEu5hs1htKvHRpVd0ezana8iExEuhd0T5o0CQMGDMAHH3wAR0dmnSQqD27mbvJkaXyd8fLkSAw/F/P0LqZclOX749+jsVNjuOa6ok1+G+jr32fum4030ONHKFpOAfbPhObEH6iXfxkLDb7BebUn5h3sgTaHGqNnXQ+Ma+ULX3sz7kwieiw8J9B+IpgebzVetifR6dHFPeAXki/InCKi/HjiR5lHRMz/FkF4Q8eGchpUpbB0g3XrlwFRstOhvrQNaadWwzh6O2zzb2GA3h4MyN+DnAszcPhcAOaog3HVthl8qtdBMz97hHjZyKHsRERVOuhOSEjA5MmTGXATVQA9pR5aurWU5Wb2TWyO2ow1EWtwJukMDlw/IB+zfsV6OVSwp29PmSFdqVDe+SKWbkDXrwuXGjv4EzRHF6BmXjRmGvyEq+p/MP9kN3Q/3gqta3ri5dbVEORWOfP9iKjq4TlB1eJp4YkXg16URSRh2x2zG7tid+HI9SOIux2HJReXyGKqb4qmLk1lEatqOJs5V84GG1lAGdQX1kF9gYI84OpB5F9Yh/wL62GUEYuWqrOyIP1PXD1sj90H62AJ6iLHrTkaVndDCz871HSxhErJrOhEVMWC7v79+2PXrl1yzW4iqjhWRlYYFDBIFtFbsfrSaiy/sByp+alYc2WNLCL7eSevTuji3UWu7XrHUEFzR6Djp1A0fx04+itweC48MpPwqfJ3vKb5D3+EdsLwcx1Qq5o3Xm7tiya+tpwzR0QPxXOCqp2ErahNyczLlLlEZPbzmN1Izk4u7hEXvCy8CgNw12Zo4NgA+qiEXnDR8+7dEnqidP0KSAoDLm9FbtgWqGIOwgNJGK7chuHYhpzrM3AkLgCrt9XBh/r1YOddB0187WS7Vt3RHEoG4USk7UH3Tz/9JIeXi7W4g4KC7hnW+sorr5TV9hHRQ3orxtceD48YD7iGuGJj9EZsitoks58vurBIFjczNxmAizni1a2r/y+ANrEBWr0FNJkInFoMHJgJ25tXMVl/OV7SW4ulUW3w5q9dYe9eDeNb+aJjDUeeoBDRffGcQDeINb3berSVRa1Ry6Hne2P3yulNZ26cQVR6lCyiF1yMwAq2C4Z1tjXcbrihtmNtmSG9Qon2zCFAFoOmk4Cc20DUXmgubUN++BYYpl9FC9U5WYDFSIywwoHLNfCbuhbOGQTDyzdABuBNfGzlsmZERFoXdIv1Obds2QIjIyPZ412yJ038m0E3UcURf3PB9sFo6NJQZkDfF7cPmyM3y+GCsbdjseDcAllEL4VM0ubVWc7vkwxMgJAxQP1RwIVVwL4fYJJwFqP1NuF51RasiW+KGYu74xu7QLzUyhe9gl1hoHfX0HUieqbxnED3iClKtexqyTI+eDzSc9Pl8POiBGxiGPqxxGPysVu3bIWxnjHqOtSV05tEL7gYZVXh88ENzYDqXaCo3gX6Gg2QfBm4vA3qS1uBqP1wKLiJ3qoDskADRIY74sDFWpihrokw47oI8PaEaaYCAUkZ8He25CgvIqr8oPvdd9/Fxx9/jKlTp0Kp5Ak4kbYwVBminUc7WcRQwT1xe2QALpaJET0Uc0/PlaWaVTXZA97eo31htlqVHhDUH6jVD7iyQ2Y814vcg76qfbLsuBmMuf/1wIwtwXixpS8Gh7jDxOCJVxwkIh3CcwLdZ2FgIfOGiKLRaOQa4Hti9mDN6TW4priGtNy04oBcEEG4uBjcwKmBvBXBu+hJrzCiM8jOTxZl4/FAfg4QcwSI3A11xC4o4k7AW5kgyzBshzpfgQvhntivronpP53FVdMgBPm6y15w0RvuYWPCIJyInsoTnTXn5uZi0KBBDLiJtJg4wRG92qLczr2NnTE7ZRK2/df24/LNy7h86jJmn5ote8DFcEIRgIsTI0W1doAocceB/T9Cc2EN2qpOyXIq2xfzN3TDnO1NMbxZNYxo6gkrE4PKrioRVSKeEzx7o6s8LDwwyH8QzC+bo3OXzojOiMbR+KM4Fn8MxxKO4WbOTRy8flCWop5zf2t/uTxZUXE3d6+4QFbPEPBuIYuy7XsyIzqi9wMRhUG4MikUtRRRqKWMwjisR0GuAucveOHIuQB8rg5AjHkwAn290NjbFiHeNvC0ZRBORBUQdI8YMQL//PMP3nnnnSd5OhFVMDMDM/Tw7SFLWk4adlzdge1Xt8teCdED/tu532QRSdiKAvB6zvWgN3ARFMlXgAOzoDm1BMG4gtkGMxGrXoKFOzuh45726BkSgBdb+MDJ0oj7legZxHOCZ1tRQC3KsMBhcj64WBdcBOEnEk/gdNJpmSW9aLnLf8L+kc+zMbJBkF2QHIpew7YGAm0D4WDiUDEbbWQhh6KLIsdr3kpA/uUdiNu7BO7qaKhuRqO2IhK1lZF4ERuBHODiOXccOROAb9UBiDCpDW+famjkbSODcH8HJmYjonIIugsKCvD1119j8+bNqF279j2J1L7//vsneVkiqgCWhpbo49dHloy8DOyN24vt0dvlEHSRhO3vi3/LYmVohdbureVQ9SZdv4Jhm3eAowugOTofbpk38L7+YrymWYF/DrXGoINd0LhuXYxr5QMfrvVN9EzhOQHdHYT7WfvJMjRwqLwvISNBBt9FRSRpS8lOKcyUHru7+Ll2xnYItAmUQXhREReDy71H3NwRmlr9ceqqCVy6doUyM1EuTSZ6w9VR+6G8EYYAZYwsz2MrkA9EXnTE0QsBWKjxR7h+IOy8aqGhjx0aetmglqsl9FWcfklETxl0nz17FnXr1pX/PndOZIX8nwobKkRET02sw1o0BD2nIAeHrx/Gtuht2BWzC6k5qVh1eZUsYn5eE+cmMghvUX837C7tgObgbJjfCMOLehsxSrMJG083whsnusIhsBnGtfJFPQ9r7iGiZwDPCehRHE0d0dG0Izp6dZQ/5xbkIjQlFGeTzspbEYRHpEXgRtYNeSFYlCLm+uaoZl0NflZ+8lbkJBG96uICcrmxdC3McxLUv7AnPOPG/wfhB2QQrkg4WzwnfCAKLxqkRZrg5BU/7FD7YaYyACr3BgjycZM94XU9rGCkryq/7SUi3Qy6d+7cWfZbQkSVnoStpVtLWfLV+TiZeFIOQRdBuOgB3xGzQxZBDAls2XwUWmmMEHBmJVSRu9FddUiWY5f88UtoV6S6t8eYVv5oG+DA5caIdBjPCehxGagMiud2F8nKz0JYSlhxEC4D8ZsRuJV3S7ZHopRkb2wvA3AvSy+5hKbITyJunU2doVKWcYBragcE9pBFBuHZaYWJ2UQQHnMEmrjjsMzPRGvVaVmEgjgFwmI9cHyXH/6DP7Ic68OjWk2E+Niivqc1LIwqYZ1zIqo0T5x+ODs7G2fOnEFiYiLUavUdPd09evQoq+0jokog1mAVS7+I8nbDt+U8PLEEmchWey75HM7eOCvLbEDOwWvVYhRapVxHyMXtaIBwNDAIx9Xri/Hb4i740aYrhreshV51XWCoxyv9RLqI5wT0tGTGc4dgWYqIHnGRd+RS6iWZALToVixZlpSVJEtRsrYiYr1wD3OPwkDc0ksG427mbnA1c5XtlWjfnpqRJeDXQRYZhBfkAQnngJij0MQcRl70YRjcikENRTRqKKMxHNuAZCDphgVOHfDDLxpfpFjVhpl3A9T09ZBD0l2sjJ9+u4hIaz3RN8+mTZswfPhwJCcn3/M7EXSL+V1EpBvE37RIcCPK+DrjkZSZJIf+7Y7ZLU92EjMTsSxzO5aJ8xBvLzTSt0XL+Ai0TE/GR8pFSE9fjiWr22LA5m7o2qIRhjby4BV+Ih3CcwIqzx7xoiRtJYkVOa6kXZEJ26LTo+8oeeq8wt+lXQFi7nw9lUIl54i7mLn8r5i6yIDc3sge+Zr8J9tQsSa5S11ZFI3GQq7pkX4diD0CTcwR5EQehH7iGdir09FBdRwdcBy4/S9wFrhy2hmHNL6IMqwOtUt9OPo1QD1fJwQ4WUCl5JRNomc66J40aRIGDhyIDz74AI6OjmW/VUSktexN7NHXr68sYh64yFAr5oCLZDgiQ+3ugmvYbWUEWLnCr0CB5rfS0DxrK0ZmrcfObQ0waUc3VA/phNHNmfGcSBfwnIAqY0WOu4enCwXqAsRnxiM6LVr2kIsgXNyKnvFrt6/JgPxaxjVZkHD/1/7hvx9kO+dg7FB4a+Jwx79FsjeReV1cEHgoC2egRi8oavSCXNtDrBV+7RQQdwzZUUdQEHsCphlX4au8Dl9cB/L3AVcXIDdahdCtnvhXUQ3ptrVh5BWCaoF1EexhA1PDMuilJ6JK8UR/vQkJCZg8ebLWBNyzZ8/GN998g/j4eNSpUwezZs1CSEjIAx+/bNkyvP/++4iKioKfnx+++uordO3atfj3Go0GH374IebPn4+bN2+iWbNm+Pnnn+VjiejOeeDNXZvL8q7mXYSnhsss6GIoukiQc0mlwSUrCyy0soCJWo2QrEh0y/oW9sd/w4yDXaEI6ofRrQPh72jOj5WoitK2cwJ6dom53KLXWpSmrk3v+J1YykwkahPBtywZ14qDcVGuZ1yXF5LFGuOiiKHsj0pEKoJvayNr2Bj+/23Rz0Y2slgZWcHCwEIWcwNzKD0aAR6NYNRkQuGLZCQD104i9+pR3I44DOOEkzDOv4k6igjUQQSQsgVIAW4dN8ZpjQ/iTAKhdq4H2+pNUCuwBpfqJNL1oLt///7YtWsXfH19UdnEeuGisZ87dy4aNWqEH374AZ06dUJYWBgcHO5d7/HAgQMYMmQIpk+fju7du2PJkiXo3bs3Tpw4gVq1asnHiOXQZs6ciT/++APe3t4yQBeveeHCBRgZcS1iogcNQ69uU12WMbXH4Gb2TTn8fF/cPuyP24/k7GTsMjWRBXaAd+5q1E9YgfkLaiHXYRTaB/lBo+FnS1TVaNM5AdHDljKTvdYmDnfMGy+Sm5uL/9b/h+DmwUjNTUViVqKcPiWKmFYl5o+LfydnJcth6GLJTVFibt01hv0BFFDATN8MFoYWdwTi8mdLC1g06gZz/UGwyM+Dedp1aK5fgmF8GJzSLsOmIAuNNOehyj4PRC4HIoGEjVbYq/JDmo3oDW8I95pNUc3Tg0PSiXQp6P7pp58wYMAA7N27F0FBQfes0/3KK6+goog1wceMGYNRo0bJn0XwvX79evz222+YOnXqPY//8ccf0blzZ0yZMkX+/Omnn2Lr1q2yTuK5opdbBO7vvfceevXqJR+zaNEieQV/1apVGDx4cIXVjagqE1f4u3h3kUX0MIistCIA3xezC6dvnEWkgb4ssLwMI/U0xB43QaZJTVhfvIgJLq7Q4xqnRFWCNp0TED3NhWMTpYnMiH73MVySOE9Mz01HanaqXFozJSsFKTkp8mex9rgoRf8WF5/FY7MLsqGBRmZiFyUOcaXbKAtR7Ip/NNIo5agxi4I8mGnUMFVHw1QdCbOolTCN0KBAbYJ8PXsojFyQYKzBnrhd8NcPkL3yIuCXtwZmMFAacIlfoqoQdP/999/YsmWL7PUVV7dLrs0t/l1RDay4Knn8+HFMmzat+D6lUon27dvj4ME7s1kWEfeLnvGSRC+2CKiFyMhIOUxdvEYRS0tL2YsunvugoDsnJ0eWIunp6fI2Li4OmZmZqMry8/NlHWJjY6GnV7XnE+lSXapafcxghs7WnWXJyM/AyeTjOB29DkfSLyBJCYSbZgOmx/HrteP4+3dTeJk1Qi/f5mhgFwwjVdUaYVKV9sujsC7aKzU1FdqgrM8J2J5WDbr03fAk9VFBBTvxn9IOEInHH5J8XMwlv51/G7fzbt95W+Lfol0s+XNmfiYyCzLlbVGCt2yFGtkqIEUkbnuglMLiCOwLOw+E3fsIPYUejFXGMNEzKSyqwltTPVNZzPTM/nerf9fP//+YMskC/4wdZ6zLs92ePtHR++677+Ljjz+WPckiyK0sN27ckJnS755HJn6+ePHifZ8jAur7PV7cX/T7ovse9Jj7EcPVxWdyv5MRXRmSHh4eDl2hS3WpyvUxRgBaojoM9CKhNj6PCJM0nDQyRIZeBs5n78D58zugUCthm2MP5ywHOGU5wSLPQg7Tqwqq6n65H9ZFO5fp0gZlfU7A9rRq0aXvhsqqjwjgLf7/v/spQAHylfnIU+bJkq8o/HfRfeJntTILSkUGFIpMqJQZUCqzkKtUI0OpxG2lQt6KIogg/lb+LVmeeJvVKhioDaCv1pdF/NugwACGakMYFhj+77bEv1Ua1RO337p0nLEuz2Z7qvekPcyDBg2q1IBb24je9pI96KKn293dXc4ft7a2RlW/Mnfo0CE0btxYJ64y6kpddK0+IhnTrnX/YorvbUQnbsExg3zsMzZGnL4ebhgnyHIWZ2FraIv6NvXRwLYBgq2D5ZA5baNL+4V10e4r819++WVlb0aZnxOwPa0adOm7QRfb0/Xr1qFl0wZQp0ZBE38GNmmh8Cm4DD1lFm4rlchUKuTtbYUSySpjxBs745aFE/Is7HDLyBy3FerinnfRC1/UE59VkCXfo0BZgCxlFsR/pSWGtVvqW8LSwLL41tbAViaiE227naGd/LeNgU1xT7ou7RfW5dluT5/o6B0xYoRMYPbOO++gMtnZ2UGlUskvl5LEz05OTvd9jrj/YY8vuhX3OTs73/GY4OB7E28UMTQ0lOVurq6usLW1RVWWl5cHExMTuLm5PXSeU1WgS3XRxfpkKExh1noSOjv/gA7nViBt1yyk376I/SZGMgA/bGSM5JxkbLm+RRax5mpt+9po5tJMZlAXa4mLZDmVTZf2C+uivcQxpg3K+pyA7WnVoEvfDbpYHygUqBZYB+7u3YvvupWVg9Dzp3Ej7IDMmu58+zzqIwqGilQgIxW4ceF/j9W3R7ZDHZj7NoKRZ4PCdciNrZGvzpfrpN/KvYX0vPTC25x0OXddZH0vmtNeNK9dzHsX/xaZ4XPVuUjKSZLloZsOhcz+LpdoM7KTgX1KagrcLd3luupu5m6wN7aX2eqrEl06xnSpLhXVnj5R0C2GdIsM35s3b0bt2rXv+bBFcrOKYGBggPr162P79u0yA7mgVqvlzxMnTrzvc5o0aSJ//9prrxXfJxKpifsFka1cBN7iMUVBtui1Pnz4MMaPH18h9SJ65ukZQBU8GDbBg2EdcwQm237EoOiNyFeoccLIEJuMrLHX3Ao3VBk4mXhSlp9O/QRrQ2u5TIwIwpu6NIWtcdW+4EVUFWjLOQERPZy5sSEaNggBRBGBU4Ea52OTEXHuKDIjD8M0+SwCCsLhr4iFeV4SzOO2AaL8v9umnlC61YeVV0NYudYHnGsD+g+ZzF4i+VxWftb/AnKRgC47RWaCL8oKX5wpPitJBvZixRNRihw7e+yO1xQ94c6mzsVLxIlAXATk7ubu8LT0lNnhibTJEwXdZ8+eRd26deW/z507d8fvSiZQqQhiSLe4yt6gQQO5NrfIPJ6RkVGczfz555+Xvc1ijpjw6quvolWrVvjuu+/QrVs3LF26FMeOHcMvv/xSvP0iIP/ss8/kutxFS4a5uLgUB/ZEVHEU7iFwGLUYSL+GlB1zUPvsIjTNug6kXkeEygh/WNTBZRcHXMm7LBvy9RHrZRFq2NYo7gUXPeIVlfiF6FmiTecERFR6+iolgj3tEezZFUBXGRxH3MjAysuxiA87CsW143DPuojaigh4KRNglhENhImyQj5frVAh1yYAhl4hULg3AtxDABsf2ct+T2Z4fRNZRHD8MGK1ExGYFwXg125dw4HTB2DpZonrmdcRdysO8RnxMjAXy7U9aMk2WyNbeFl6wcvCC96W3vJW/CwCdJ4LUGV4ojPQnTt3QluIeWRJSUn44IMPZKIz0Tu9adOm4kRoV69evWOeWdOmTeXa3GJJMDEUTgTWInN50RrdwltvvSUD97Fjx+LmzZto3ry5fE1dSYhGVCVZuMCh92dAt3eRcmgJcg/MgU/WZXycehhIBfYr6+BczV645W6IIwmHEJoSigvJF2SZf3Y+zPXN0dilsQzCm7k2g5Pp/aegEFHVPScgoicngmNfezP42gcATQIADEfirWwcj0rFsstRuB15BJYpZxGkuIJg5RXYIw1GyecBUY4vlK+RZ2QLpUdjqDxFEN4IcA4G9Et//iymiIlRaqIEIlAOYzYON0bXRl2LR9EUqAtkUB57OxbXbl9D3O244nI1/aoM1ot6yo8nHL/j9UXA7WHuAV8rX/hZ+8Hf2l8WEYxrw/Q00l2lDrpF8Orh4VHqFxZLZYke5ooghpI/aDi5WL7kbmI9UVEe9qXzySefyEJEWkbfGDYtXgCaj8atsF1I2PojfJJ3oZn6NJqdPY2os86o6/McPDp+jouZF+Xa4AeuHZBzzbZGb5VFEGuxymHork1R37E+DFX35mQgoqp3TkBEZcfB3AhdgpxlAZogIycfp2JuYnFkMiKuhENx7QRqqMNQX3kJQYoIGIoh4eHrC4vouVbqQ+1UB3qejQuDcNEbbv50F73FXG5nM2dZ7kfMOY9Oj0ZkeiSi0qIQmRaJqPQoeZ+YWx6RFiFL0fmAIJZMq2ZdrTgID7QJRHWb6jDWe/TweaIyDbobNmwoh1e/+OKL8t/3k5aWhn///Rc//vij7CWuqPW6iegZpFDAPKCNLNmJEYjYMAMeUcvhhevwivgG6XNnI8GhFyZ1fQ1fNP9C9nyLAHx/3H6cuXEGl29eluWPC3/IdcAbOjWUPeBiKLq4Cs5hsUQPxnMComeTqaEemlWzkwUdqiO/oBtCr9/C0agULIqMx62oE6iWfU4G4fWV4bBXp0F57RggysGf5GuoLT2h9GwCeDUDPJvdd0j60zAzMENNu5qy3D10XQxNFwH3lZtXEJ4aLov4t1gP/UzSGVmKiJ5vH0sf1LQtfC1xKwJyIz2OfKVyDLovXLiAzz//HB06dJDDrEUCMzHPWfxbpFkXvz9//jzq1asnE6p07SrmhxARlT8jBx/UGDkLBVmf49ymebA++xtc1dfQPOlvFPy+FGfMmsOi9SS81GAcXqrzEtJy0nDo+iEZgIuSmJWIvXF7ZRHczNxk8N3avbUMxg1UBtyNRDwnIKK76KmUCHKzlAXNvaHRNMbVlEwcjUrFNxE3cDUiFE5pZ9BAWdgbXl0RA2VaNHBGlKXyNdRmTlAWBeCi2Fcv0yC8ZBDtYuYii2jji+Sp8+SwdBGAX0q9hLDUMDk17UbWjeIL9KuvrC6sr0JPDk0Psg9CXYe6CLYPlsnbeKGeyizoFsteiQykIvBev3499u3bh+joaGRlZcmlu4YNG4ZOnTrdMTeaiKgiqYwtUKvPFGh6TUbo3hUoODgHtbJPoG7GXmD9XkRuqYbsemMQ0H4kOnl1kkUkjrl081JxAH488bicJ7Y0bKksYsiZyITe0q2lLMyITsRzAiK6PxF8etqaytK/vkiaFozrab1xJDIFiyKScfZKLKxTTyNEeRGNlKGoo7gCw9vxwLn/CosIwo3toPRqCng1B1xDAI26XD9ufaW+DKRF6eLdpfh+MW/8/I3zOJ9cWEQgLrKui6BclOXhy+XjxPJmIvgOdgiWgbhI4sqL9fTUidSMjY3Rv39/WYiItJFCqUJgqwFAqwG4cv4oErf+iODUzfDOuwwcfhupR6Yj3n8oqnV9BfqWzsVzuEbVGoXMvEwcvn4Ye+L2YE/MHtkLvu3qNlnE2qHi6nZrt9Zo5d4KflZ+vLpNzzSeExDRozhbGqNXsKssQG0kprfF4cgUrIlMxsdXrsM8+TQaKUJlIF5PeQnGWTeA0DWyiNRpnVRmUOWsBHzbAD6tARvvCvnQxTrhDh4OaOPRRv4sLtInZCbg3I1zOJ10Wi5XWhSI74jZIUtREB9kFyRHyoU4haCOQx3mjaEny15ORFRV+NZsCN+af+H69TgcWDcLNWL/hTOSYR02B3lhv+CSc2e4dZ4MY8/68vFiSRPRwIqibqyWc8F3x+zGrphd8t9Fc75mnpwps52K3m8RhDdwasAr20RERI/gYGGEHnVcZAGCcON2K9kTviUiGdMjEmCYeBqN/r8nXMwLNyu4DYSuLixFc8J9WxcG4N6tAFPbCuvFFyufiNLes728TyRmC00OxanEUzIIP5V0SgbhJxJPyDLvzDwYKA1k4F3fvj7y8/ORV5BXnImdnh0MuonomeDs7ArnMV8i7dYH2LzhdziF/o46CIPf9XXAwnWINa8D89avwDK4N6DSK57/JROo2NbEy8EvIyEjAbtjd8siesPF8iR/X/xbFjEMXcwR6+DZAY0dG1d2dYmIiKoEOzNDdA1ylgWohdSMFjgSlYLdESn45koCDBJOoZnyHJqrzqGe4hL0xZzwE38UFhGEO9b+XxDu0QQwMKmwbRcrn4hh5aKMxEjZGy7WDj8afxRH4o/IW7GEmbgVRfhr+V9y1RSRvFWsoiLWEeeccN3HoJuInimW5iboNOhlZOeNw+adm6A6Mhet8vbD7dZpYO0LSN30DtQNxsC25YuAsfUdz3U0dcTA6gNlycrPwqFrh4qDcJFwZUv0FlnEVW0fpQ/yI/LRzrMdrIysKq2+REREVYm1qQE61XSSJS/PD8tWp8Oi2gCsi7qJTy7HwD7lOJorz8lAPFAZA2XCGUCUAzOhVhoAXi2g9O8I+HUAbH0rdNtF8Oxh4SFLP/9+MggXy5WJgFucMxyIOYCMggzsv7ZfFsHZ1Lk4AG/k3AjmBuYVus1UMRh0E9EzyUhfhU4du6GgfVfsOX4GSTvnoF3GetjmJQAHP0POoW+RXr0/7Nu/DthVu+f5Yu3O4mHoGrVMtrL96nY591usBXpRfREfHfoInx7+VM7rau/RXgbgdsZ2lVJfIiKiqshUH+hU0xHdg0VitlpISG+DA1du4LfLybh4+TK8bxUG4c1VZ+GiTgEitheWTW8jx8IL+gGdCoNwz+aAvlGFB+GiJ1uUPj59ZDJq/2b+OJp4VCZvPZZwDNczrsukbKKoFCrUsa+DFm4t0Ma9jVyyjL3guoFBNxE901RKBdo0rANNg7k4dvk61mz6FY2TliFQeRX2F/+C+uJiJLu2hW2HNwvXFb3PMiZiGLpIsCbKq/VexcUbFzF3x1zEGsUi/Ga4XJ5MlM8Pfy6HoIkAXMwHE8uWEBERUek5WhihT103WTSa2ria0hkHriTji0tJiL9yGnVzjqKN8hQaKsNgmB4FHJknS77SCPmezWEU2Bnw7wRYeVT4xy4CaJGEtYZ9DYyoOUImbxWB94FrB2QQLnrFi+aD/3jiR7kcmVi+VATgIjO6npKhW1VVJnvupZdewieffAIHB4eyeDkiokppCBv6uaCh3we4FP8a5m76D34Ri9BOeQL2cduB37cj2SoIFm0nQ79mz+J53/d7nWpW1dDWqC26du2K61nXC3vAo7fhzI0zMtGKKN8c+0ZezRbLk4ily9gDTrrixx9/xKuvvlrZm0FEz9gSZUNCPKDR1ENYQn8cuJyMJZeuQhW1B40LjqO16jSc1SnQi9wGiLLhTdyyCoRBrZ4wrNkdcAoql7XBH0Ukby1aklSIvRUrg++i3DFifvifF/6UxcLAQvaAiyC8uUtzmBmYVfj2UiUH3V26dJEnl927d8eUKVNgampaFi9LRFQp/Jws4DdyFOLThmDetp2wPvMremE3bG+eBVaMQvoGV+g3nwjjhs8Dhg9v9MS8LrEUmSjxGfHFAfjxhONyyRFRvj76NRo6NkRn786yF5xzwKkqO3v2LMaNG4c5c+ZApVLhwoUL+PTTT/H3339X9qYR0TMQhAc4Wcgyurk38gta4HRsGv4JT8TV0GNwStyD1sqTqK8Ih/nNUGCfKF8h3dAZOb6dYVO/N1RezQBV5WQXdzN3w6CAQbKIXvCD1w5iZ8xO7Indg9ScVKyPWC+LyB3T1LUpOnp2lEE454E/I0F3r169ZMD9yy+/oGnTphg/fjzGjh0LpVJZFi9PRFQpnCyNMK5fF6R3a4+/955C3sF56FewETbZccC2acjaOR2aBqNh0nw8YO706NczdcKwwGGyJGUmyaRrGyM3ysD7cPxhWT4/9LlsSDt7dUZbj7Yw1edFTKpafv31V8yYMQOdO3eGpaUloqKiMHXq1MreLCJ6BumplKjvaS0LOlRHevZAHLySjK9Cw6EI34L6WQfQQnkWFjnXgQsLZclQmiPJuRXMg3vDtk5XwKBy2mHRCy5ywYhSoC6Qo+VEAL7z6k45DF0sZSqKWBe8qUtTdPQqDMBFjzhpnzKbGCCuZnfr1g3GxsZ488038cMPP+Cbb75Bjx49yuotiIgqhYWRPkZ2aIicNvWw7tgVxO5agJ6ZK+GNBODwD8g/Mhs5gf1h2vpVwCGwVK9pb2JfHICLpcc2RW7CpqhNuJhyUV7RFkUsRSIa0J6+PWWDyrlcVBUcPXoUe/fuRWpqKiIiIrBjxw54enpW9mYREcn2vCgzOtAS0ckZWHUxBqlnN8P5+g60xHHYqm/BNG4dELcOWesNEWHVDOoaveDbtA9MzCwr5VNUKVVyTrcor9d7HZduXsLW6K3YErUFEWkRxSupiPMEcb4gli8V88AtDStne6mcgm5xNTs0NBTu7u4ICQnBrFmz4O/vL4eWbd++XQbgRERVnaGeCv0a+0Md8iW2XngFSzcvRvu0ZWioDIfehb+BC38jw6MtDFtMAjSaUr+uq5krXgh6QRbReG6O3IwNkRvklezNUZtlsTWyRTefbjIAr25TvVzrSfQ0Xn/9dXzwwQfo2LGjDMB79+6Nn376Cc2aNeMHS0RaRc4HbxYANAtAfsEknL6ajO3Hd8DwyibUy9wLd0USat7cARzYgcz9b+GQSQhu+/aAV+M+8HW1r5TM4uI9/a39ZZkQPAGXUy8XLlkatQVX0q4UX7gXAXhz1+by3KG1W2sY6VVs5nYqh6D7yy+/RFBQkOztLmnBggUICAgoi7cgItIaSqUCnWq5omPNKThwZTQ+3LQGjRL+RmflUZhe3QEs3oEmhl5Q+OQDtfoAyju/Gx9GLA8yPng8XqrzEkJTQrH2yloZgCdnJ2PRhUWyVLeuLoPvrj5dmYCNtM6+ffuK/92wYUOsW7cOAwcOxP79hWvSEhFp7VB0b3vU9x4EYBDSMnNx4Nhu5J9dgWo3tsEFiWictRc4txeZZ9/HDlUDJLh3hkO9Hmgc4A4zw8rJLF7NuposLwe/jCs3rxQH4JdvXi4egi6mqomcMSIAD3EKkT3nVLGe6Oho37493njjDZlATQgODpa3arX6nnncGzZsKIvtJCLSOuJqc7Nqdmg2cTROXu2D97buQfXIPzFQtRsOOVHAiheQte0zGLV6HYo6QwA9g8d67Rq2NWSZ3GCyzGa65soa2XiGpYbJ7OffH/8ezVybyQC8rXtb6FdS4hd6tt19TlCk6JzA1dVVjnojIqpKLE0M0LRlB6BlB2jUasSGHkTKkX/hHLsR9gUJaKfeD0TvR0bUZ9iiCcFFu86wDeqAVoEu8Hc0q5RecF8rX4y3Go/xdcbLALwo8dq1jGtYfWW1LPbG9nLlFBGAB9oEch1wbQ66jx07Bi8vL/nv6Ojo4rlaInmKmMf1559/Fj/Wx8enrLaViEhr1fWwRt0XeiE8oS0+23IMjmF/4HnVFlilRwJrX0H2ts9h0OIVKOuPfGTG87uJJClibrcoaTlpcv63CMBFUpWiYWQ2Rjbo5dsLff36wsuy8PuZqCKU5pzAyIjDGomo6lIolXCr2UwWaH5A9tXjSDi4FBYR62Cdex19FHuBlL1I2vU11m5vgq+N28AhoAlaVXdEs2q2MDfSr5QA/JV6r2Bi3Yk4lXgK6yLWyelqSVlJxSPnvC290cOnB3r49pDJXqn8PFF68dzcXJibm8t/i2HlIlGKIDKX82o2ET3L/B3N8dHg5jAL6oMfa63AlwXPIUFjBaOsBCi3vIvcb2ugYMd0IDPliV5fJEURS4ks7rYYq3uvxotBL8LB2AEp2SlYeH4heqzqgdGbR2NDxAbkFOSUef2I7sZzAiJ6pigUMPJsAM/B38J6WijwwlakB41Atr4V7BVpGK23CQvy3saLpwfhwt/votcnf2HQvIOYtycScRki5Uvpc76UBaVCiXqO9fBBkw+wa+AuzGwzUy41JpK1RqZFYubJmej0Xye8tPUleVGf5w5a1NPt5+eHI0eOyMA7IyMDaWlp8n7xc0rKk51IEhHpElsjYHjX+kjtHIw/9ozD7SN/YqRmNbzzEoA9XyJv/49QNBgFvWaTAAuXJ3oPMf/71XqvykQqe2P3Yvml5dgXtw9H44/KYnnEUg497+/XHz5WHHVE5YPnBET0zBJDyN1DYOEeAhR8B1zejoLT/wBhG+CL65isXI7JWI4TcdXw39WWWFvQBH9E7UFrfwe0qm6P5n52MqN6RRHT0Np4tJHldu5tmQFdDDk/nnAc+6/tl0UsOdbVuyt6+/VGDZsaHH5emUH3pEmTMGbMGDmcrHbt2jJhmshMKoaROTo6ltW2ERFVeQ7mRpjSrTbS2n6Bvw68gJh9S/F8wQrUQDRweA4KjsxHQe1BMGj1JmDj/UTvITKUFjWi8RnxWHlpJf679B8SMhPw54U/ZannUA8Dqg+QV7cNVKWfW070KDwnICIS63rpA9U7Q1W9M5BzCwhdB5z5B5rI3ainvCzL+3p/YlNWQyw70QoTjtWEUqlCfQ9rGYC3rm6PGs4WFRbkmhmYoY9fH1li0mOw6soqrL68Wp47LA1bKouftR96+/ZGd9/uchobVXDQ/eKLL8LGxgbh4eEy+B48eLCcu339+nVMnDjxKTaHiEg3WRrrY0K7AGS1eB//HHkev+76D4Nyl6OR8iJUp/+C+vTfyA8aBIPWbwK2vk/8PmJOlsh+Prb2WHnFenn4cjnn+0TiCVm+Pfot+vv3x8DqA+Fg4lCmdaRnE88JiIjuYmgOBA+RRXErHji7DJqTf8Eo6SJ6qw7IkqCwx9K8FlgW3RLfRKXgm81hsDc3REs/exmEt6hmB2vTirlI7m7hjkl1J+HlOi/j8PXDWHV5FbZf3Y5LqZdk4tYZx2eglXsr9K7WWy5DRo/viXPb9+3bt/jfGzduxMqVK+W8LhGAExHR/RkbqDCyuQ9yG7+B1acGY/H2teh3+2+0Up2BwdklUJ/9B3k1+8GwzduAXbUn/hjFciAt3VrKkpiZiBWXVmBZ2DIkZiVi3pl5WHB2Adp7tsfQwKEItg/m8DF6KjwnICJ6AHMnoOkk5DcYhwPLZ6O5WTRU51fAMScJr+qtkOWiUR0szGyO1bca4L8TOfjvRKwcuV7HzQqt/AuDcPFvlbJ8e8HFuUNT16ayFCVuXXl5Jc4nn5dBuCjign0vn16wVFtylz+GMllQTk9PDwMGDCiLlyIieiYY6CkxoIE7+tYbj43neuO1LevQM20x2qpOwfD8v1CfX47cwD4wavs2YF/9qd5LNJBi3e8Xgl7Ajqs7sCR0iez13hS1SZYAmwAMDRgqlxAx0mOWaXo6PCcgIroPhQI3TX2g7jIRqi7TgYvrgZN/AhG7EZB9Gl8pT+NzczOctu6EX7NaYWOSHU7F3JTlx+2XYGWij+bV7AqDcH97OFiUb3tdlLhVFNHjLXq/115ZKy/kzz83HwoocGjXITl1TVzgF1Pd6MH46RARVSJx1bp7bRd0rTUGW0N74vUt69E15S90UJ2AUeh/0ISuQHb1XjBuNxVwCHyq9xJLj3Xy6iTLxZSL+Pvi33L9TvHvDw58IIePDQ4YjEHVB8HW2LbM6khEREQlG2RjIKh/YbkZA5z+Gzj5F/RuRqN+4n+oj/+Q690AJx364O/b9bHjSjpuZuZh3ZnrsgiBzhZyHrgIwOt5WMuL+eVFzO2e0nCKTN4qLt7/G/YvjiYcxb5r+2QRq6iIxGti2VJXM1fu6vtg0E1EpAWUSgU61XRCxxqjsSusB97YvBEdbyxCJ9UxGIetgjpsNbL9usOk/TTAseZTv5/o3f646ceYXH+yHHq+9OJSXMu4hp9P/4zfzv0m1+x8vsbzcDNxK5P6ERER0X1YuQOt3gJavAlE7gaOL5S94AbXj6GRKEaWUIcMQahrP2xKsMTu8CSciU1D6PV0WX7edQVmhnpo6msrh6GLINzN2qRcPmqRiLWzd2e0c2uHRWsXIdUtFWsj18qpa7+c+QXzz8yXQ9MH+A1AS/eW8mI/FWLQTUSkRUTW0jYBDmhd/Xnsv9wNUzZvQtuE39FFdRQml9YCl9Yio1oPmHb6ALD3L5PhY6NqjcLwGsOx7eo2/HHuD5xLPicTsInS0rUl/PL9KnxdUSIiomeKUgn4tikstxIKh54f/wNIuwrlkbmoibmo6dkMb7QchRsenbAv8pYMwPeEJyE5IxdbLiTIIvjam6KVvwOa+9kixNtWBuVlzU5lh+frPo9X67+KHTE75DnDoeuHsD9uvyx2xnboU62P7P12M+cFfAbdRERaGnyL9Tub+z2HQxFdMHXzFjS/thDdVYdhenkt1JfX43b1frDo/B5g7fXU7yfmYnX26oxOnp3kfO8/zv+BXTG7sCduD8R/BzcfxOig0Wjv0V4mWiEiIqJyYu4ItHwTaP46cGUHcGwhEL4RiN4vi52xDXrXHYbeHV6AekAdnL+Wjt3hiTIIP3H1Jq4kZeBKUiR+2x8JPaUCddyt0KyaHZr52qJuGQ9FF2t/F01dE0uPiSVLRfK1G1k3MP/sfPx69lc0cWkiV05p7d76me39ZtBNRKTlGvvYovH4ITge3RnvbdqMlrG/oKPqOCzClqEgbAVu1RgKq87vABYuZRLs13esL0tUWpTs+RbJUy6kXMCbu9+El4UXRtcaLdfsfFYbTiIiogohLnL7dSgsaXGFvd8nFgHpccCBWcCBn6D074SgkLEIat0GE9v6IS0rDwcu38CeS0nYfzkZV1MycTw6VZaZ2y/BWF+Fht42aF7NFk197eTa4GKKW1ktPfZa/dcwIXgCdsXukr3fB64dKC62RrZy2bF+fv3kY58lDLqJiKqI+p7WqD9uMM7EdsbnG9ahRcxctFSdhdWFP5EXuhS3gkbCpuPbgJl9mbyfl6UX3gl5B36Jfkj2SMbS8KWISo+SSdfE3O+RNUfKYWPMeE5ERFTOLF2B1lML535f2gIc/RW4sh0I31RYbP2AkDGwrDMEXYKcZRFiUjKx//IN7L+SLINxMRRdDEkXRbA20UcTX1t5gb+hlw2qO5o/dRAuer87eHaQJfZWrMwdU9T7veDcAlkaOzeWvd9t3dvKx+s6Bt1ERFVMbTcr1B77HC5c64nvNyxH86tzEaIMg82Z+cg5+ycy6o6FTYfJgLF1mbyfqdIUA2oPwOjao+Va339c+APXM65j+pHpcs1vkXBNZDw3MzArk/cjIiKiB1DpAQFdC8uNS8CR+cCpJUDyJWDjW8D2T4HgIUDIWMDOD+42Jhgc4iGLWq1BWMItGYQfuJKMwxHJSM3Mw4az8bIIFkZ6aOBlIwPwEG9rBLlaPdVwdDGf+5V6r2B88Hjsid2DZeHLcCDugJz/LYqNkQ16Vesle789LTx1drcz6CYiqqJquFigxoujEXa9P2atXYKWsfNQRxkBwxMzkXnqN2Q2egV2bV8pXJqkDJjqm2JkrZEYEjgEqy6tklnORcbzH078IK9aDwscJhOyWRhYlMn7ERER0UPY+QFdvwbavQ+cXgoc+QW4EV54K4pvWyBkHODXUSZqEz3YYqkxUV5s4YO8AjVOx9yUAfjRqBQ5BD09Ox87LibKIhjqKRHsboUQbxsZjNdxs4Sp/uP3hOsr9dHOo50scbfjZO+3OJcQmc8XnlsoS4hTiOz9Fo8RmdJ1SZUOulNSUjBp0iSsXbsWSqUS/fr1w48//ggzswf3tmRnZ+ONN97A0qVLkZOTg06dOmHOnDlwdHQsfswrr7yC/fv349y5cwgMDMSpU6cqqEZERI+vurMFqo99CaHXhuDnNb+jzbX5CEAMTA5+gdSjvyKv5VQ4NB9ZODesDBiqDDEoYBD6+vfFxsiNMklKZFok5p6ei8UXFmN4zeF4LvA5mBuYc3cSERGVN0NzObQcDV8EInYCh38pHHIukrCJIhKuiuC77nOA0f8ujOurlDKQFkXIL1DjwvV0HIlMkUH40ahUpGTk4nBkiixFPG1MYKdUIuFANOp72aCmiyWM9Et/juFq5opJdSdhfJ3x2Bu7F8svLZe3R+KPyGJlaIVevr3Qz78fvC29oQuqdNA9bNgwXL9+HVu3bkVeXh5GjRqFsWPHYsmSJQ98zuuvv47169dj2bJlsLS0xMSJE9G3b18ZZJc0evRoHD58GGfOnKmAmhARPb1AF0sEvvQqzscOx8LVP6Nj4gK45icCOybj2v5ZULT/CM4NeolsaWXycYur1j19e6K7T3dsi94m53lfvnkZc07NwV8X/sKImiNk77foISciIqJyJtp30bstSkokcGxBYeK11Chg8zRg13Sg3vNAo3GAlcc9T9dTKQunsLlZyZ5wsVzolaTbOBKZKoPwE1dTEZ2cieiUTERDieMbw+TzVEqFnAte280SAU7mCHC2kLdWJgaPXDmljUcbWa7fvi7nfYvs54mZiXIqmygNHBvI3u/2nu3lRf+qqsoG3aGhodi0aROOHj2KBg0ayPtmzZqFrl274ttvv4WLy71ZfNPS0rBgwQIZlLdt21bet3DhQtmbfejQITRu3FjeN3PmTHmblJTEoJuIqpyabjaoOeFdnI9+EftXf4eOyX/BJScSWD8Cl3cGw6TrZ3Cp1aLM3k+pUKKjV0fZIG6J2iKD74i0CMw6OQt/XvhTBt9DA4bCRN+kzN6TiIiIHsLGG+j4GdD6HeDMUuDQz4VDzw/+BByaAwT2BJpMANxDHrqiSTUHc1mGNioM0lMzcnEyOhnLdx5FtokTzsSl48btHNlDLkpJThZGqC6CcCdz+NqbwcvOFF52JrA3M5SvXZKzmTNeDn4ZY2uPlet8i8znYtnSYwnHZLE8Yikv9Pf36w8fK58y2/ViiP2VG5kob1U26D548CCsrKyKA26hffv2cpi56KHu06fPPc85fvy47BEXjysSEBAADw8P+XpFQfeTEEPVRSmSnl540In3E6UqK9r+ql4PXauLrtUnPz+/+Laq10db9ou/iw38x3+O0IiXcGD9dLRLW4lqmaeA5d1xanMrWHf/GC4+tcq0Lu3c2qG1S2tsuboFv5z9BdG3ovHjiR/lut+jaozCQP+BlXalWlv2S1nRlXrcje1p1aCrf0+6UB+2p9qp0o4xhT5QZzhQexgUV3ZAeeRnKCN3AxdWyaJ2qQ91o/HQBHQHlI8ODc0MFGjsZYlbbhp06FALenp6iE/PwZnYNLleeFjCbYQn3ELszWzEpxeW3f+fKb2IqYEKnrYmcpi6u40xHMwN4WhhBEdzQzhYGKKBXWM0dWqKhMwErL6yGquurEJ8Zry8kC9KXfu66FOtD9q5t4Ox3qPz1ogEckm3cxCbmiVLTGqWXEpNbOulxNvIK9CgvCk0YtxAFfTFF1/gjz/+QFhY4bCGIg4ODvj4448xfvz4e54jerjFEPSSwbEQEhKCNm3a4Kuvvrrj/o8++girVq0q1Zxu8Vjxvvd7TxMT9u4QPUpmZibCw8Ph7+/Pv5lykpyaDLeYlWifvxdKhQb5GiW2GbTDDa/eMDcr+/nXBZoCnMk7g53ZO5GiLpwLZqGwQDujdgg2CIZKUTZzzJ/lv5mhQ4fKUVwWFrqTvI7tKdHTYXtKj2KeFQPfxM1wSz0Alaaw0yNT3xYR9h0QbdsK+XpPPy0sOx+4ngXEZSgQn6lAYjaQlK1Aag6gwaOnuZnqaWCiBxirACO9AmhMLiHD+AhuGYQBCrV8jFJjCNu8WrDJqQvjfC+oNUrkq4GsAiAzX4GMPCAjv7AUaB78ngZKDS5N71Gu7anW9XRPnTr1nuD3fkPLtc20adMwefLkO3q63d3dZTBva2uLqkxckRPz5jt06AB9/aq9jp4u1UXX6hMbGyuDbjHixM3NDVWZdu+X4bhw5gjytn6MutmH0TlvK9LD92O300jU6v0G3Owsy7QuPdADb6vfxrrIdbLnW1ypXpm1Eqf0T2FC7Qlo49bmniFmz+Z+eXzJycnQRWxPqwZd+3vSpfqwPdVO2neMjYP6diJwYiGUxxfCJPMGal1bipo31kJdZxjUDccWJmAr47rk5Ktlb3NUcoacH34tLRsJ6TlIvJWDhPRseSt6njNE0JxfImRNCxTZa6DQS4O+5THoWx0HDFKQZHBcFnWuNfLS6iIvrR40eXb3vK9YetzZ0giuVsZwszaGu7WxnIde3ckMxupMuE5HudK6oFtkFh85cuRDH+Pj4wMnJyckJhamsi85nEZkNBe/ux9xf25uLm7evCmHphdJSEh44HNKy9DQUJa7iQNRO/6wnh7ror10Yd+I4UlFt1W9Ltq+X2rVbwbU34Lww+thuO19eOZdQY+EOYie+x+Web+Kdn1Gw9HSuMzqog99DAgYgJ5+PbH04lLMPzsfkemReHPvm6htVxuv1X8NDZ0allHtqu5+eVy6UIf7YXtatejK35Mu1YftqXbTqmPM2hVo9x7Q8k3g7L/AwTlQJIVCdfQXqI7OBwK6AU0mAh6N75uE9Unqoq8PBBgbIsDlf7HY3UPBUzNz5XDw9Kx8pGflIT07T95m5BbIOdh5BfWQl1+AazmhiM7Zi7i8g8gzSIWh/Q5ZXI0C0cCuA1q4tIOrhS2sTPTl8HWRrf1+kpOLo/tnJ+i2t7eX5VGaNGkig2cxT7t+/fryvh07dkCtVqNRo0b3fY54nDgwtm/fLpcXE8Tw9KtXr8rXIyJ6lvg36gY07Iyo7fNhdfAreKoT4Bn1Dg5/9xfW1noLfbp2hYXh/RuoJyHmcoukan39+uL387/LeVlnbpzB6M2j0cylmQy+A2wCyuz9iIiIqBT0jQqzmtcdXrjEmEi0dnkbcHFdYXGpV5h0rUYvQFW+FwyUSgVszQxlebSaAPojOz8bO2N2yvnfB68dRFx2KOJiQ7Hx2ly0cm+FTl6dYGveEvp49PzvZyboLi2Rcbxz584YM2YM5s6dK4c5iOW/Bg8eXJy5PC4uDu3atcOiRYvkvG2xRNgLL7wgh4Hb2NjIMftinW8RcJdMonb58mXcvn0b8fHxyMrKKp7TXaNGDRgY6NZC7UT0jFOq4NXhJaDlMMSumw77s/PRSHkBDc+PwqrzrXC93puwKeMLwGL9brE+55CAIZh3ep7MULr/2n4cuHYAvar1kr9zMHEo2zclIiKihxO92dXaFZbEi4XB95l/gGsngP9eALZ+ULjcWO1hWvVJGukZoYt3F1mSMpOwPmK9DMDFMqZbo7fKIhKutXJrhc5endHcrXmFJ3WtskG3sHjxYhloi8BaZC0XvddFy30JIhAXPdkioUSRGTNmFD9WJFTr1KkT5syZc8frvvjii9i9e3fxz3Xr1pW3kZGR8PK6/9wGIqIqzdAcbv2+gKbdS0hY+Q4co9eiL3Yh48RB/KrugV/MvDCydU2YGpZds2FnbId3G7+L52s8L5cX2xi1Easur8LmqM0YVXOU7BXnMmNERESVwCEA6DkTaPcBcOw34MgvQHqcDLz1dn2FWlbNgNQagIOfVu0eexN7jKw1Up5DhKWGYWPkRnleEXc7DpuiNsliqm+K1u6t0d6jPZq6NK2Q7arSQbforRbZwR9EBMh3J2c3MjLC7NmzZXmQXbt2lel2EhFVFQorDziO+guamCNIWzkFVimn8KpqOWL278b7h0ehRuvBeK6JF4z0yy7zuLuFO75u9TWG1RiGb45+g9NJpzHn9Bwsv7Qcr9Z7Fd19usu1wImIiKiCmdoBrd4Cmr4CnFsOHJwNReIF+CZtgWbOViCwe+G8b/dG9533XVkUCoWcsibKa/Vew/nk89gUuQmbozcjPiNe9oaLInq869sVTlUuTzyLISKiexsr9xBYTdqF3J7zkKaygbsyCd+rv4bf1pEY/vVf+PNQNHLFuhxlqI59HfzZ5U980+obuJq5IjEzEe/uexeD1w3G0fij3EtERESVOe+77nPA+APIH7IcCea1oYAGCF0L/NYJ+LUdcHY5UKB9a90rFArUsquFNxu+ic39NstzDTHKTpxr5BTk4EDCgXLfBgbdRET0oFYKiqB+2FvzK+Q1eQ0FSn20Up3B4tzXkbHuXXT7diOWHYtBfoG6TBtGMd9qde/VeL3+6zDTN0NoSqhMtvbqjlcRnR7NvUVERFRZFApofFrjULU3kTd2P1BvBCDmR8cdL5z3/WMwsH8mkHVTK/eRUqFEsEMwpjScgo19N+K/nv9hlP+o8n/fcn8HIiKq0gpEY9r2PagmHEZBtY4wUBTgJb21+DNrAvau+BkdZ+zG2tPX5DIfZUUM9xpdazTW912PQdUHQaVQYUfMDvRe1RvfHfsOt3Nvl9l7ERER0ROwr1447/v180DrdwBTeyA9Ftj6PjCjJrBxKpASqbUfrbjQ72/tjxH+I8r9vRh0ExFR6dj6QvXcMmDIP1Bbe8NJkYqZBrMxPX0q5ixdha4z92LrhYR7cmk8DRsjG7zX+D15Jbq5a3Pka/LlcmM9VvXA2itry/S9iIiI6AmY2QOt3wZeOwf0/AmwDwTExfHDPwOz6gH/DAeuHgae4TabQTcRET2e6p2hfPkQ0PZ9aPRN0Eh5EesM3sHgG7MwedEe9J5zAHsvJZVpQOxr5Yuf2/+M2e1mw8PcAzeybuCdfe9gxKYRuJhykXuQiIhIK9b7Hg68fBB4bgXg2w7QqIHQNcBvHQvnfZ/7Dygo47VIqwAG3URE9GQNa8s3oZh4FKjZFyqFBiP1tmCH4ZvwiNuA4QsOY9Avh3A0KqVMP92Wbi2xstdKmdVcrLl5MvEkBq0bhM8OfYa0nDTuSSIiIm1Z73v4CkBcpK/3/P/mfS8fDcwMBg7MArKfnXabQTcRET05SzdgwELg+TWArR/sFTcxy+An/GXwJRKjzmPA3IMY8dsRnIktu4QqBioDvBj0Itb0XoMuXl2g1qjxT9g/6L6yO/4N+xcF6gLuUSIiIm3gEAj0nPX/876nASZ2QFoMsOU94PsawKZpQGoUdB2DbiIieno+rYDx+4E278mr2c2VZ7HVaBpe01uBg+HX0POn/Rj35zGExd8qs0/bydRJru/9W6ffUM2qGm7m3MSnhz7FkPVDcCrxVJm9DxEREZXFvO+phcG3CMLtAwrnfR+aA8ysCywdBlzZAajLdjlSbcGgm4iIyoaeIdBqSuFcLt+20Nfk4jW95dhn8R6aKc9h8/kEdP5xD15dehKRNzLK7FNv6NQQy3osw9SQqTDXN5dLjA3fOBwfHfiIQ86JiIi0bt7384XDzp/7T54vyHnfF9cBf/YBZjcEDs7R2iXHnhSDbiIiKlu2voUJVPovBMyc4JAbg8UGX+Bf+wWw09zE6lPX0P773Xh7+RnEpmaWyVvqKfUwLHAY1vZZi97Vesv7/rv0H3qu6ok1V9YwyzkREZHWzftuDwxfCbx8GAgZCxiYA8mXgc3TgO8DgTWvANfPQBcw6CYiovJpTGv1BSYeAULGAQolQm5txyGLqfjY9QjU6gL8cywGbb7dhQ9Xn0NienaZvK2tsS0+bfYp/uj8hxxynpKdgnf3vYsXtryAyDTtXSuUiIjomeUQAHT9BngjFOj2XeGSY3mZwIk/gHktgAUdgTPLgPwcVFUMuomIqPwYWQJdvwbG7ABc6kKVm44RyT/gjOdM9PPMQl6BBn8cjEbLb3Zi+oZQpGTklsnb1nOsh3+7/4vX6r0GI5URjsYfxaCNg7Ataxuy88smwCciIqIyZGgONHyxcJrayA1ydRQo9YCYw8CKFwsTr21+F0isekuFMugmIqLy51IXeHE70PlLQN8E5glH8N2Nl7G78Qk0dDdDdp4a8/ZEoOXXO/H91nCkZ+c99Vvqq/TxQtALWNV7lVxqLF+dj105uzBww0Dsj9tfJtUiIiKichgt59WscHUUkXitzbuAuQuQeQM4+BMwpxHwa3vg+O9AdnqV+PgZdBMRUQW1OCqg8fjC5Cm+7YCCHHie+hb/KqdheU8j1HSxwO2cfMzcfgktvtqJ2TsvIzM3/6nf1tXMFT+1/QnftvgWFgoLxN6OxUvbXsKbu99EUmZSmVSNiIiIyoG5E9DqLeC1s8CQpUBA98Le79ijwNpXge+qA6teBqIPABqN1u4CBt1ERFSxrD0LM5b2+QUwtoEi4TwabO2Pdf6b8MugAPg5mCEtKw/fbA6TPd+/7YtEdt7Trb2tUCjQ1r0tXrV4Fc8FPAeVQoXNUZvRa1UvLA9fLtf6JiIiIi2l0gOqdwEGLwYmhwIdPgXs/Avnfp9aDCzsAsyqB+z8AkgKh7Zh0E1ERJUzdKzOIGDiUSBogFwuRHHoJ3Tc3QebehRgxqA68LAxwY3bufhk3QWZcG3J4avIK3i64NhQYYjJ9SZjafelqGVbC7fybuHjgx9j9ObRTLRGRERUFZg5AM1eASYcAV7YCtQdDhiYASkRwO6vCpcdm9sC2P8jkBYLbcCgm4iIKo+pHdDvV2DoMsDCDbgZDdXiPugT9Tm2jw/C9L5BcLY0wvW0bLyz8izafbcbK07EokD9dEPIAmwC8FfXv/BWw7dgrGeM4wnH0X9Nf8w/Mx956qefT05EREQVcAHfPQTo9RPwRhjQdz7g16lw+Hn8GWDrB8CMmsBvnYFDPwOp0ZW2Sxh0ExFR5fPvCEw4VLi8GBTA6SXQ/7kRhpgcw843W+PDHjVgZ2aIqymZmPzvaXT6YQ82nL0O9VME3yqlCsNrDMfKXivRzKUZctW5mHlyJgatG4SzSWfLtHpERERUjgzNgNoDgWH/Am+EA91nAJ7NC88prh4ENk0FfqwN/NwM2PE5cO1khc4BZ9BNRETas1SIWF7shS2AfUBhltLlo2C0chRG1THDnrda4+3OAbA01sflxNt4efEJdJ+1DzsuJkDzFA2nSLT2c/uf8UXzL2BlaIVLqZfw3Mbn8NWRr5Ap5ooRERFR1WFqCzQYDYxaX5j9vNMXhQG4QgkknAP2fA380rqwF3zd69CP2Frum8Sgm4iItIsYKjZuD9DyLUChAi6slsuDmISvwfjWvtj7dhu82s4PZoZ6uHA9HaN/P4Z+Px/Agcs3nirRWg/fHljdezW6+3SXidX+Cv0LfVb3wb64fWVaPSIiIqoglq5AkwmFAfiUK0DvuUBgD0DfFEiPA479Bov1YpRd+WLQTURE2kfPEGj7LjBmB+BYC8hMlr3e+Pd5WOTfxOsd/LH3rTYY18oHRvpKnLh6E0N/PYwhvxzCkciUJ35bGyMbTG8xXfZ8u5i64FrGNYzfNh7T9k5DSvaTvy4RERFVMhMbIHgIMOgv4K0IYOi/QMMxKLD0LPe3ZtBNRETayyUYGLMTaPV2YWIU0es9OwQ49x+sTfQxrUsg9rzVBiObesFApcTBiGQMnHdQBt8HryQ/8ds2d20u53o/F/gcFFBgXcQ69F7VG5siNz3VUHYiIiLSAvpGgH8noNu3uPn8znJ/OwbdRESk3fQMgDbv/K/XOysFWD5a9nrjdhIczI3wUc+a2DmlNYY28oC+SiGD7yHzD8kAXAw7f5JA2UTfBG+HvI3FXRejmlU1pOakYsqeKXht52tIykwql6oSERGR7mHQTUREVYNznTt7vUPXFPd6iwykrlbG+KJPEHZPaYPhjT1lz7cYai6GnQ+YexD7Lic/UaLSIPsg/Nv9X4yvMx56Cj3siNmBXqt7YfXl1ez1JiIiokdi0E1ERDrQ6z0cuJ0oH+JiZYxPe9fC7rdaFw4711PiWHQqRv1xHD+cU2HPpcfv+dZX6ePl4JextPtSBNoE4lbuLby3/z28vP1lxGfEl1NliYiISBcw6CYioirc6z31/3u91wJzGgMX1vzvIZbGcti5SLg2upk3DPWUiLqtwAuLTqD3nANPtNRYdZvqWNJtCV6t9yoMlAYys3nv1b2xLHwZe72JiIjovhh0ExFRFe71nlYYfBdlOBc93ivGAVk3ix/maGGED3rUwM7JLdDGWS2znZ+OuSmXGus2cx/Wnr6G/AJ16d9WqYcXg17Esh7LUMe+DjLyMvDJwU8wZssYxNyKKafKEhERUVXFoJuIiKo259qFw82bTwYUSuDMUuDnpsCVO7OR2psboreXGrsmt5BLjZkYqOQ635P+Pol23+/GX4eikZ1XUOq39bHywR+d/8BbDd+CkcoIh+MPo9+aflgculiu801EREQkMOgmIiLdWNe7/YfAqE2AtTeQHgf82RvY8BaQm3nHQ23NDOVSYwemtsXkDv5y6bHo5Ey8t+ocmn+1E3N2XUZ6dl6p3lalVGF4jeFY0XMFGjo1RFZ+Fr488iVGbhqJyLTIcqosERERVSUMuomISHd4NALG7wcavlj485F5wLwWQOyxex5qZWKAV9r5Yf/UtvioRw2Z/fzG7Rx8vSkMTafvwPSNoUhMzy7V27pbuOPXjr/i/cbvw0TPBCcTT6L/mv747dxvyFfnl3UtiYiIqAph0E1ERLrFwBTo9h3w3H+AuTOQfBlY0AHKXdOhuE8AbGKgh5HNvLFrSmt8P7AO/B3NcDsnH/N2R8ie72krzuBSwq1Hvq1SocTA6gOxstdKNHVpilx1LmYcn4HnNjyH8NTwcqosERERabsqHXSnpKRg2LBhsLCwgJWVFV544QXcvn37oc/Jzs7GhAkTYGtrCzMzM/Tr1w8JCQnFvz99+jSGDBkCd3d3GBsbIzAwED/++GMF1IaIiMpUtfbAyweBoIGARg3V/u/QMvxjIOnifR+ur1Kibz03bHq1JRaMaIAGntbILVDj7yMx6DBjD4YvOIydYYlQqx+e8dzFzAVz28/FJ00/gbm+Oc4nn8egdYPw8+mfkVdQumHrREREpDuqdNAtAu7z589j69atWLduHfbs2YOxY8c+9Dmvv/461q5di2XLlmH37t24du0a+vbtW/z748ePw8HBAX/99Zd87XfffRfTpk3DTz/9VAE1IiKiMmVsDfSbDwz4HRpja1hlRUNvQTvgwCxAff+kaUqlAu0CHbF8fFMse6kJOtV0hEIB7L10A6MWHkX773dj0cEoZOQ8eNi4QqFAH78+WNV7FVq7tZZDzOecmoPB6wfLIJyIiIieHXqookJDQ7Fp0yYcPXoUDRo0kPfNmjULXbt2xbfffgsXF5d7npOWloYFCxZgyZIlaNu2rbxv4cKFsjf70KFDaNy4MUaPHn3Hc3x8fHDw4EGsWLECEydOfOD25OTkyFIkPT1d3ubl5clSlRVtf1Wvh67VRdfqk5+fX3xb1eujS/tFZ+ri3x15o4KR/tcIOKWfBra8B3XoOhT0nA1YeT7wacGu5vhpcB3EpGbir0Mx+Pd4HCJuZOCD1efxzeYwDKzviucaecDN2vi+z7fWt8Z3Lb7D5ujN+Pr413KY+bD1w/B84PMYGzQWhirDJ65Sld8nD8D2tGrQme8GHawP21PtpEvHmC7VpaLqodBoNA8fJ6elfvvtN7zxxhtITU2940vGyMhI9mL36dPnnufs2LED7dq1k88Rw9GLeHp64rXXXpO94Pfz3HPPyWHpy5cvf+D2fPTRR/j444/vuV8E+CYmJk9QQ6JnS2ZmJsLDw+Hv78+/GSo/Gg08kncjKG4J9NTZyFca4azrUFy1bSW6px/59OwC4EiiArvjlbiRXfh4BTQItNKgmaMGgdYaqB7wMrfVt7Euax3O5Z2TP9sr7dHHpA889Dye+G9m6NCh8oKymGalK9ieEj0dtqdE2teeVtme7vj4eDkMvCQ9PT3Y2NjI3z3oOQYGBncE3IKjo+MDn3PgwAH8888/WL9+/UO3RwxBnzx58h093WJeeJs2beT88ap+9UcM4e/QoQP09fVRlelSXXStPrGxsTLoFiNO3NzcUJXp0n7RxbpUH/I5NBkToF4zAXoxh1A35jfUMYxFQbcfALM725X7EROSxLzu3Zdu4PeD0ThwJQUXbipw4SbgZGGIAfVdMaC+G5wtje557kAMxPaY7fjy6JdIyk7C/NvzMdh/MCbUmQAT/ce7QJucnAxdxPa0atCl7wZdqw/bU+2kS8eYLtWlotpTrQu6p06diq+++uqRQ8srwrlz59CrVy98+OGH6Nix40Mfa2hoKMvdxIGoCwejwLpoL13YN+KiWdFtVa+LLu0Xna2LfTVg1Abg0Bxg+ydQXt4C5fwWQI8fgcAepXqdjrVcZIlIuo2lR2Ow7FgM4tNzMGtnBGbvikDbAAcMaOCONtUdYKD3vxQqnX06o4lrE3x99GusubIGf4f/jd1xu/Fhkw/R1LXpY9VDF7E9rVp06btBV+rD9lS76cIxpmt10a+AOmhd0C2GjI8cOfKhjxHzrJ2cnJCYmHjH/WJ4uchoLn53P+L+3Nxc3Lx5847ebpG9/O7nXLhwQQ5FF4nZ3nvvvaeqExERaSGlCmg6CfBtB6wYCyScBf55DqgzFOjyJWBkWaqX8bE3wztdA/FGR39sOhePJYev4nBkCraFJspibaKP7rVd0KeeK+q6W8kka5aGlvi8+efo6t0Vnxz8BNcyrmHctnHo6dsTbzV8S/6eiIiIdIPWBd329vayPEqTJk1k8CyyjdevX794zrZarUajRo3u+xzxOHElY/v27XKpMCEsLAxXr16Vr1dEZC0XidZGjBiBzz//vMzqRkREWsixBjBmO7BrOrD/R+D0EiBqH9DnZ8CrealfxlBPhV7BrrJcSbqNf47GYNXJOCTeysGfh6Jl8bYzRZ+6rugd7AoPWxM0c20m1/WeeXImloQukT3f++L24Z1G76CjZ0cZoBMREVHVVmWXDBMZxzt37owxY8bgyJEj2L9/v8wuPnjw4OLM5XFxcQgICJC/FywtLeVa3mLu9c6dO2XAPmrUKBlwi3mkRUPKxTxsMZxcPE7M9RYlKSmpUutLRETlSM8QaP8RMGojYO0FpF0Ffu8ObH4XyMt+7Jfz/f/e74PT2mHR6BAZaBvrqxB5IwPfbw1Hy292otvMvZi1/RLiUgrwdsO3sajLIvhY+iAlOwVv7n4Tr+58FYmZd47oIiIioqqnygbdwuLFi2VQLYaBi6XCmjdvjl9++eWOSf6iJ1tkpCsyY8YMdO/eXfZ0t2zZUg4rF8uBFREZykWALdbpdnZ2Li4NGzas8PoREVEF82gMvLQPqDdCpDoHDv4EzG8DXD/zRC+nUirQ0t8eMwYF49h77fH9wDpoXs1O3n/+Wjq+2xqODjP2oN13u7H5hBHerzsf42qPg55CDztjdqL3qt5YHr4cVXShESIiItLG4eWPQ2QqF0tyPYiXl9c9JypiSbHZs2fL8qClSkQhIqJnlKE50HMmUL0rsGYikHgBmN8WaDMNaPZa4VzwJ2BqqIe+9dxkScnIxbbQBGw+F4+9l27Itb9/3nVFFlvT6qjn+zHi9BYhLisMHx/8GBsjN8pEax4WT7a8GBEREVWeKt3TTUREVG6qdwZePgQEdAfUeTLLORZ2BVIin/qlbUwNMLCBOxaMbIjj77fHrCF10a22M0wNVEjOyMX2MypcPDEC2QndoNAY4Ej8EfRa1Qc/HJ2HvIK8MqkeERERVYwq3dNNRERUrkztgEF/Aaf/Bja8BcQcAn5uBnT+onAIehkkOjM30kePOi6y5BWocSI6VfZ+77mUhLNxLXDrVg0YOa8ETC9jwYWfsPDUKtQxfhF1bPzKpIpERERUvhh0ExERPYwIrIOHAp7NgFUvA9H7gLWvAmEbgZ6zADOHMvv89FVKNPKxleXNTtXlMPTDEck4GlUfu65tQKL+MqgNYnEi/2McDiv9mt5ERERUeTi8nIiIqDSsPYERa4GOnwEqAyB8EzCnMRC6ttw+PzEMvUuQMz7oURM7xk3Bpn7rEGLfHgqFBgY2+7nfiIiIqgAG3URERKVuNZVA00nA2N2AYxCQmQz88xywcjyQnVbun6ObpQMWdJ2Bue3nwtnEudzfj4iIiJ4eg24iIqLH5VgDGLMdaP46oFACp5cUzvWO2lchn2Uz12ZY2GphhbwXERERPR0G3URERE9CzxBo/xEwaiNg7QWkxQC/dwc2vwvkZZf7Z2qkMir39yAiIqKnx6CbiIjoaXg0Bl7aV5jNHBrg4E/A/DbA9TP8XImIiIhBNxER0VMzNAd6zgSG/AOY2gOJF4D5bYG93wHqAn7AREREzzD2dBMREZWV6p2Blw8BAd0BdR6w/RNgYRcgJYKfMRER0TOKQTcREVFZMrUDBv0F9P4ZMDAHYg4DPzcHjv8OaDT8rImIiJ4xDLqJiIjKmkIBBA8Fxu8HPJsDeRnA2leBvwcDtxP5eRMRET1DGHQTERGVF2tPYMRaoONngMoACN8EzGkMhK7lZ05ERPSMYNBNRERUri2tEmg6CRi7G3AMAjKTgX+eA1aOB7LT+NkTERHpOAbdREREFcGxBjBmO9D8dUChBE4vAeY0AS5t5edPRESkwxh0ExERVRQ9Q6D9R8CojYC1N5AeByzuX9jrnZXK/UBERKSDGHQTERFVNI/GwPgDQOMJIutaYa/37EbAxfXcF0RERDqGQTcREVFlMDABOn8BvLAFsPMHbicAS4cCy0cDGTe4T4iIiHQEg24iIqLK5B4CjNv7/3O9VcC5/wp7vc+t4LreREREOoBBNxERUWXTNyqc6/3iNsChJpB5A1g+qjDL+a2Eyt46IiIiegoMuomIiLSFaz1g7C6g1VRAqQdcXAfMDgFOLGKvNxERURXFoJuIiEib6BkAbaYVBt/OdYDsm8CaScDv3YCksMreOiIiInpMDLqJiIi0kVMQ8OIOoONngL4JEL0f+LkZsONzIC+7sreOiIiISolBNxERkbZS6QFNJwETDgN+nQB1HrDna+DnptCLOVDZW0dERESlwKCbiIhI21l5AEP/AQYuAsycgJQrsFz1XGVvFREREZUCg24iIqKqQKEAavQCJh4BGo6BBorK3iIiIiIqBQbdREREVYmRJdDtW6QP+K+yt4SIiIhKgUE3ERFRFZTvFFzZm0BERESlwKCbiIiIiIiIqJww6CYiIiIiIiIqJ1U66E5JScGwYcNgYWEBKysrvPDCC7h9+/ZDn5OdnY0JEybA1tYWZmZm6NevHxISEop/n5ycjM6dO8PFxQWGhoZwd3fHxIkTkZ6eXgE1IiIiIiIiIl1SpYNuEXCfP38eW7duxbp167Bnzx6MHTv2oc95/fXXsXbtWixbtgy7d+/GtWvX0Ldv3+LfK5VK9OrVC2vWrEF4eDh+//13bNu2DS+99FIF1IiIiIiIiIh0iR6qqNDQUGzatAlHjx5FgwYN5H2zZs1C165d8e2338qe6rulpaVhwYIFWLJkCdq2bSvvW7hwIQIDA3Ho0CE0btwY1tbWGD9+fPFzPD098fLLL+Obb76pwNoRERERERGRLqiyQffBgwflkPKigFto37697Kk+fPgw+vTpc89zjh8/jry8PPm4IgEBAfDw8JCvJ4Luu4me8BUrVqBVq1YP3Z6cnBxZihQNRxfvJ0pVVrT9Vb0eulYXXatPfn5+8W1Vr48u7RfWRXvpwvF1P2xPqwZd+m7QtfqwPdVOunSM6VJdKqoeVTbojo+Ph4ODwx336enpwcbGRv7uQc8xMDCQwXpJjo6O9zxnyJAhWL16NbKystCjRw/8+uuvD92e6dOn4+OPP77n/p07d8LExAS6QAzj1xW6VBddqU9mZqa8FaNO+DejfXThGNO1uhT9zegatqdVi678PelSfdieajddOMZ0rS6ZFdCeal3QPXXqVHz11VePHFpe3mbMmIEPP/xQzuueNm0aJk+ejDlz5jzw8UWPKdnTLZKwtWnTRiZtq+pXf8QfVYcOHaCvr4+qTJfqomv1iY2NlX9vYsSJm5sbqjJd2i+si/YSiT91EdvTqkGXvht0rT5sT7WTLh1julSXimpPtS7ofuONNzBy5MiHPsbHxwdOTk5ITEy8ZziNyGgufnc/4v7c3FzcvHnzjt5ukb387ueIn0URw89F73mLFi3w/vvvw9nZ+b6vLTKdi1JEo9EUZ0sXveVV/Q9LXAES9SgaslRV6VJddK0+og5Ffy/8m9EeunSM6VJdBPH3UrK90RVsT6sGXft70qX6sD3VTrp0jOlSXSqqPdW6oNve3l6WR2nSpIkMnsU87fr168v7duzYAbVajUaNGt33OeJx4mrM9u3b5VJhQlhYGK5evSpf70HEawol52yX9oqJt7d3qZ9DRMCXX37Jj4HoMYj2xtLSUmc/M7anRE+G7SmR9rSnCk0VvkTepUsX2Us9d+5cecVl1KhRMrGayE4uxMXFoV27dli0aBFCQkLkfSIz+YYNG+RSYGJ970mTJsn7Dxw4IG/F78RrNmzYUK7jLZYkmzJliuzt3rdvX6m3TVwQEJnQRUBf1U+GiobKx8TEyM+sKtOluuhafVgX7cT9or3EihwiEWhqauo9uUp0CdtT7aRL3w26Vh/WRTtxvzzb7anW9XQ/jsWLF2PixIkysBZZy0Xv9cyZM4t/LwJx0ZNdcnK8mKtd9FjRc92pU6c75mobGxtj/vz5cj1v8XvxBSzW8RZzzR+HeA9BBNxV/cu7iKgH66KduG+0E/eLdtKl/VKyvdFVbE+1m679PelSfVgX7cT98my2p1U66Ba9z0W92vfj5eV1z9h8IyMjzJ49W5b7EYnPinq9iYiIiIiIiJ6Gbl8eJyIiIiIiIqpEDLrLMfuqWHKsZEbzqop10V7cN9qJ+0U76dJ+0cX6PAv1ZF20F/eNduJ+0U66tF8qqj5VOpEaERERERERkTZjTzcRERERERFROWHQTURERERERFROGHQTERERERERlRMG3URERERERETlhEH3E/r888/RtGlTmJiYwMrKqlTPETnrPvjgAzg7O8PY2Bjt27fHpUuX7nhMSkoKhg0bBgsLC/m6L7zwAm7fvo3y9rjvGxUVBYVCcd+ybNmy4sfd7/dLly7VqroIrVu3vmc7X3rppTsec/XqVXTr1k3ucwcHB0yZMgX5+flaVRfx+EmTJqF69eryGPPw8MArr7yCtLS0Ox5XEftl9uzZ8PLygpGRERo1aoQjR4489PHiuAkICJCPDwoKwoYNGx7776c8PU595s+fjxYtWsDa2loWsa13P37kyJH37IPOnTtrXV1+//33e7ZTPE9b9s3j1OV+f+eiiL/ryt4ve/bsQY8ePeDi4iLfc9WqVY98zq5du1CvXj2ZbbVatWpyXz3t32Fl0KX2VJfa0iepj8D2lO3po7A9ZXv6TLanIns5Pb4PPvhA8/3332smT56ssbS0LNVzvvzyS/nYVatWaU6fPq3p2bOnxtvbW5OVlVX8mM6dO2vq1KmjOXTokGbv3r2aatWqaYYMGVLuu+hx3zc/P19z/fr1O8rHH3+sMTMz09y6dav4ceIQW7hw4R2PK1lfbaiL0KpVK82YMWPu2M60tLQ76lurVi1N+/btNSdPntRs2LBBY2dnp5k2bZpW1eXs2bOavn37atasWaO5fPmyZvv27Ro/Pz9Nv3797nhcee+XpUuXagwMDDS//fab5vz58/KztbKy0iQkJNz38fv379eoVCrN119/rblw4YLmvffe0+jr68v6PM7fT3l53PoMHTpUM3v2bHmshIaGakaOHCm3PTY2tvgxI0aMkPu35D5ISUnRurqI48TCwuKO7YyPj7/jMZW1bx63LsnJyXfU49y5c/K4E3Ws7P0ivlPeffddzYoVK+Tf58qVKx/6+IiICI2JiYlsg8TfzKxZs2RdNm3a9MSfT2XRpfZUl9rSJ6mPwPaU7enDsD1le/qstqcMup+SaARLc5KgVqs1Tk5Omm+++ab4vps3b2oMDQ01f//9t/xZ7GhxcBw9erT4MRs3btQoFApNXFycpryU1fsGBwdrRo8efcd9pTnYtaEu4iTh1VdffegfsFKpvCPY+Pnnn2UwkpOTo9Hm/fLvv//KL4q8vLwK2y8hISGaCRMmFP9cUFCgcXFx0UyfPv2+jx84cKCmW7dud9zXqFEjzbhx40r991OeHrc+9zuxNjc31/zxxx93BHe9evXSVLTHrcujvuMqc9887X6ZMWOG3C+3b9+u9P1SUmn+Pt966y1NzZo177hv0KBBmk6dOpXZ51PRqnp7qkttqcD29F5sT58e21O2p89qe8rh5RUkMjIS8fHxcghcEUtLSzk84eDBg/JncSuGbzVo0KD4MeLxSqUShw8fLrdtK4v3PX78OE6dOiWHnt1twoQJsLOzQ0hICH777Tc5LFAb67J48WK5nbVq1cK0adOQmZl5x+uKIc+Ojo7F93Xq1Anp6ek4f/681tWlJDG0XAwN1NPTq5D9kpubK4+Hkse62Gbxc9Gxfjdxf8nHF32+RY8vzd9PeXmS+txNHEt5eXmwsbG5ZziTmKogpgOMHz8eycnJ0Ma6iOGknp6ecHd3R69eve445itr35TFflmwYAEGDx4MU1PTSt0vT+JRfzNl8floK21tT3WpLRXYnt6L7enTYXvK9jT5GW5P7zwLp3IjThCEkkFb0c9FvxO34kTvjh2kpydP1IseU17b9rTvK05eAwMD5by8kj755BO0bdtWztXbsmULXn75ZXkCL+YZa1Ndhg4dKoMKMf/jzJkzePvttxEWFoYVK1YUv+799l3R77SpLiXduHEDn376KcaOHVth+0W8Z0FBwX0/r4sXL973OQ/6fEv+bRTd96DHlJcnqc/dxPEkjq2SX9hinnDfvn3h7e2NK1eu4J133kGXLl3kF7hKpYK21EUEnuIEv3bt2vKE89tvv5V/5yLwdnNzq7R987T7RczFOnfunPzuKqky9suTeNDfjLgQmJWVhdTU1Kc+brWVtranutSWCmxP78T29OmxPWV72uUZbk8ZdJcwdepUfPXVVw/9wEJDQ2WyJ12qz9MSB+SSJUvw/vvv3/O7kvfVrVsXGRkZ+Oabbx77RKG861IyKBU92iI5T7t27eRJt6+vL6rifhFfFiJBVI0aNfDRRx+Vy36hR/vyyy9lwiPRe1oyAZnoYS15zImgVhxr4nHi2NMWTZo0kaWICAZEUDBv3jx5QaeqEsGN+NxFr2FJVWW/aDtdak91qS0V2J4+Pran2oHtqXZie1o6DLpLeOONN2Tm2ofx8fHBk3BycpK3CQkJMqArIn4ODg4ufkxiYuIdzxPZsUX20KLnl0d9nvZ9ly9fLofPPv/88498rBj+J07Uc3JyZIZAbatLye0ULl++LE+4xXPvzlIo9p3wuPumIupy69Yt2WNnbm6OlStXQl9fv1z2y/2I4Y/iCmbR51NE/Pyg7Rb3P+zxpfn7KS9PUp8ioldYnCRs27ZNBm+P2ufivcQxV17B3dPUpYg4lsRJv9jOytw3T1MXEbCICyGi9/BRKmK/PIkH/c2IqSQim7f4bJ52Xz8NXWpPdaktFdiePt6+YXtadtie3ont6TPWnj7WbHR66sQv3377bfF9Ijv2/RK/HDt2rPgxmzdvrrBEak/6viIJ2d3ZsR/ks88+01hbW2vKS1l9hvv27ZOvI7LilkykVjJL4bx582QitezsbI021UUcV40bN5b7JSMjo1L2i0g4MXHixDsSTri6uj40kVr37t3vuK9Jkyb3JFJ72N9PeXrc+ghfffWVPD4OHjxYqveIiYmR+3b16tUabavL3Unhqlevrnn99dcrfd88aV3E97bYvhs3bmjNfnmSxC9iRYWSRFbpuxO/PM2+rmhVvT3VpbZUYHvK9rQ8sD39H7anz1Z7yqD7CUVHR8vlgIqW9hD/FqXkEh/ixFSkqy+5xIlILy9O3s6cOSMz5N5viZO6detqDh8+LAM/sdxTRS0Z9rD3FUsdifqI35d06dIleUIhMrTeTSxbNX/+fLnsk3jcnDlzZEp+sTyMNtVFLK31ySefyBOlyMhIuX98fHw0LVu2vGfJsI4dO2pOnTollxGwt7evkCXDHqcu4sRTZP0OCgqS9Sq5vIyoQ0XtF7G0gjgB/v333+WJ29ixY+WxX5T9ffjw4ZqpU6fesWSYnp6ePIkWS2x9+OGH910y7FF/P+XlcesjtlVkjF++fPkd+6Do+0HcvvnmmzIgF8fctm3bNPXq1ZP7t7wu4jxpXcR3nAgcrly5ojl+/Lhm8ODBGiMjI7lkRmXvm8etS5HmzZvLzKR3q8z9It67qB0RJwliCS3xb9HWCKIeoj53L3EyZcoU+Tcjlqi73xInD/t8tIUutae61JY+SX3YnrI9fRS2p2xPs5/R9pRB9xMSy8qIHXl32blz5z3rapa8Ov/+++9rHB0d5Y5r166dJiws7J51ZEWDJk48RC/ZqFGj7jjxKC+Pel9xAnp3/QQRdLq7u8srPncTJw9i6RPxmqampnKtz7lz5973sZVZl6tXr8oA28bGRu4XsQ6p+MMruU63EBUVpenSpYvG2NhYrtH9xhtv3LEMlzbURdze77gURTy2IveLWOfQw8NDBp/iCqFY57Vkj474G7p7KRZ/f3/5eLF0w/r16+/4fWn+fsrT49TH09PzvvtAXEwQMjMz5QUcceFGXFwQjxdrPlZUMPQ4dXnttdeKHys++65du2pOnDihNfvmcY+zixcvyn2xZcuWe16rMvfLg/52i7Zf3Ir63P0c8bcs6i4uFJZsb0rz+WgLXWpPdaktfZL6sD1le1oabE/Znj6L7alC/K+sxsQTERERERER0f9wnW4iIiIiIiKicsKgm4iIiIiIiKicMOgmIiIiIiIiKicMuomIiIiIiIjKCYNuIiIiIiIionLCoJuIiIiIiIionDDoJiIiIiIiIionDLqJiIiIiIiIygmDbiIiIiIiIqJywqCbiCpFq1atoFAoZNHX10f16tWxZMkS7g0iIiK2p0Q6hUE3EVU4jUaDkydPYvr06bh+/TrCwsLQpEkTjBgxApGRkdwjREREbE+JdAaDbiKqcJcuXcKtW7fQvHlzODk5wcfHB9OmTUN+fj7OnDnDPUJERMT2lEhnMOgmogp3/PhxOay8du3axffFxsbKW0dHR+4RIiIitqdEOoNBNxFVuBMnTsDb2xsWFhby54sXL+Ktt95CcHAwQkJCuEeIiIjYnhLpDAbdRFQpQXdUVBTMzMxgZGSEunXrIigoCJs2bYJSya8lIiIitqdEuoNnt0RUKUH3lClTcOrUKURERCAzMxO///67HFouEqx16tSp+LGrV6/G2LFjuZeIiIgeoz0VmjVrhsOHD8t/v/DCC5gxYwY/Q6JKoNCINMJERBVEnBT4+vpi27ZtaNeu3T2/F8nUxNDzmJgY+e9GjRph3bp1cHZ25j4iIiIqZXsqiBFk8+bNQ4sWLRAaGor58+fz8yOqBOzpJqJKSaLWoEGD+/5eT08P7u7ucvj5L7/8gm7dujHgJiIiesz2VOjcuTOuXr2K9evXY86cOfwMiSqJXmW9MRE9u0PhqlWrBktLywc+RiRT27lzJ37++WccOHCgQrePiIhIV9rTo0ePIiUlBZ6entDX16/Q7SOi/+HwciLSOkuWLMGkSZPwySefYMKECZW9OURERFVOXFwcunbtilWrVqFfv35YtGgRatWqVdmbRfRM4vByItI6/v7+sLW1xbhx4yp7U4iIiKqcrKwsDBgwALNmzZJ5UqZNm4ZPP/20sjeL6JnFnm4i0jqjR49Gr169ZCEiIiIiqsrY001EWuPKlSuoXr06TE1NGXATERERkU5gTzcRERERERFROWH2ciLSKgUFBcjLy6vszSAioipOZOtWqVSVvRlERAy6iUg7aDQaxMfH4+bNm5W9KUREpCOsrKzg5OQk17MmIqos7OkmIq1QFHA7ODjAxMSEJ0hERPRUF3IzMzORmJgof3Z2duanSUSVhkE3EWnFkPKigFssFUZERPS0jI2N5a0IvEX7wqHmRFRZmL2ciCpd0Rxu0cNNRERUVoraFeYKIaLKxKCbiLQG59wRERHbFSLSNQy6iYiIiIiIiMoJg24iIiIiIiKicsKgm4joKcyePRteXl4wMjJCo0aNcOTIkVI/d+nSpXJIfe/eve+4//bt25g4cSLc3NxkIqAaNWpg7ty59zz/4MGDaNu2LUxNTWFhYYGWLVsiKyur+Peff/45mjZtKuc0imVzqOoeN7///rs8VkoW8dzHOW6ioqLueY2ismzZsnver3bt2vI9RAKqCRMmlPEnQBX1fSOSVIr9J7J3Gxoawt/fHxs2bCj+/UcffXTP8RAQEPDY3zc9e/aEh4eH3DbxXsOHD8e1a9e4o4mIGHQTET25f/75B5MnT8aHH36IEydOoE6dOujUqVPxEjUPIwKgN998Ey1atLjnd+I1N23ahL/++guhoaF47bXXZDC1Zs2aO06AO3fujI4dO8oT76NHj8rHKJX/u5aam5uLAQMGYPz48dzNOnDciEDn+vXrxSU6Ovqxjht3d/c7ni/Kxx9/DDMzM3Tp0qX4db7//nu8++67mDp1Ks6fP49t27bJ7aOqd9yI74AOHTrI75vly5cjLCwM8+fPh6ur6x2Pq1mz5h3Hxb59++74fWm+b9q0aYN///1Xvsd///2HK1euoH///uXwSRARVUEaIqJKlpWVpblw4YK8rUpCQkI0EyZMKP65oKBA4+Liopk+ffpDn5efn69p2rSp5tdff9WMGDFC06tXrzt+X7NmTc0nn3xyx3316tXTvPvuu8U/N2rUSPPee++VajsXLlyosbS0LNVjRbOwcuXKO+4TzxWvIURGRsrH/PPPP5rmzZtrjIyMNA0aNNCEhYVpjhw5oqlfv77G1NRU07lzZ01iYmKp3vNZ8yTHTWn2YWmOm7sFBwdrRo8eXfxzSkqKxtjYWLNt27ZS1uZ/x8TJkyeL70tNTZX37dy5U/4sbsXPmzZtku8pjps2bdpoEhISNBs2bNAEBARozM3NNUOGDNFkZGSU+r2fJU9y3Pz8888aHx8fTW5u7gMf8+GHH2rq1Knz0Pd+nO+bIqtXr9YoFIoHvndFHTdVtX0hIt3C4eVEpHVE7JeZm18ppTDufDTRg3T8+HG0b9+++D7R6yN+Fr1CD/PJJ5/IIbsvvPDCfX8vhoSL3sm4uDi5PTt37kR4eLjsZRJEz9bhw4fla4jHOjo6olWrVvf0TpUn0dv23nvvyR43PT09DB06FG+99RZ+/PFH7N27F5cvX8YHH3yACiX2XW5G5ZQKOG7E8HFPT0/ZY92rVy/ZC/04x83dxHacOnXqjuNw69atUKvV8jUCAwPlUPWBAwciJiYGZUEMZf7pp59w4MAB+ZritX/44QcsWbIE69evx5YtWzBr1ixU+PdNXmallPL+vhHHQ5MmTeTwcvE9UatWLXzxxRcoKCi443GXLl2Ci4sLfHx8MGzYMFy9erX4d0/yfZOSkoLFixfLx+vr60MXjxsioseh91iPJiKqAFl5BajxweZK+awvfNIJJgaP/mq8ceOGPHEVJ6AliZ8vXrz4wOeJE9UFCxbIYOdBxMnj2LFjZcAjAlpxci2GhIo5lEJERETxiei3336L4OBgLFq0CO3atcO5c+fg5+eH8iaGxhcNOX711VcxZMgQbN++Hc2aNZP3iUBOzAuuUHmZwBcuqBTvXAMMTMvtuKlevTp+++03Oc86LS1N7ncR0IjAWxwnpTlu7iaOQxFYi9cpIo4tEXSLwExcQLG0tJQXV8QQ5TNnzsDAwABP47PPPrvjGJk2bZochiyCPUEMRxYXC95++21UlKz8LDRa0giV4fDQwzDRL1xHujyOG7E/d+zYIQNpMY9bXAx7+eWX5ZrV4sKZIOaGi79VcYwVTTkQ017Ed4m5ufljfd+I/SaC48zMTDRu3Bjr1q1DWdDG44aI6HGwp5uIqILcunVLJhcSgZCdnd0DHyeCp0OHDsleKtG79d1338meKjG3VhBBkTBu3DiMGjUKdevWxYwZM4oDs4oggr8iRYFAUFDQHfeVZm47lY7orXz++edlwCN6GVesWAF7e3vMmzev1MdNSSIBluglvHu0hTi2REA2c+ZMeVFFBE5///237AkVQU1ZHzciyV9R4FR0H4+bsiP2p+ih/uWXX1C/fn0MGjRIztcvmWBPzOcXuR/EvhH7XATnIvmamJ9d9Bql/b6ZMmUKTp48KXueVSqVPGZL25v/MDxuiKiqY083EWkdY32V7HGurPcuDRE0i5PKhISEO+4XPzs5Od33OaJnRiQ06tGjR/F9RSe0omdSJCASQzzfeecdrFy5Et26dSs+4RQ946KXSQwnFZmBBZGduiTRa1lyWGhZuXsoqlByyKjIdny/+4rqVmFEj6Hoca4MpeitfNLj5r5vp68vgx/Rc1kURD/quClJJNUSvZEiKCrpfseWCO7Fdj/OsXW/Y6Zou0seI3cPPa6M48ZYz1j2OFcG8d7ledyI/Sk+Y/Hckt8T8fHxcsj6/UYuiJUORIbzomPrcb5vxHaKIp4vfi+mQogLQeKika4dN0REj4NBNxFpHXECVZoh3pVJnKyKniMxpLpoyS9x0id+Fll970csw3P27Nk77hNDd0UPuBjKK05Qs7OzZU9jyazAgjhpLjqpFEsGieBcBOklifm7JbNQP6mSJ/ZJSUlyLnGVIIL/UgzxrmrHzYOCE3Esde3aVf4sjplHHTd3Dy0XSzyJgLqkoiG84tgqGrYu5ueK4c1iPnlpj5uiIclV5vumlBdNqtpxI/anGNEgHlt0bIjvCRFIP2iqgPh7FxcIxaicp/m+KTrucnJydPK4ISJ6HNp9VktEpMXE8j0jRoxAgwYNEBISIhP7ZGRkyCGYRURPolieZ/r06XL9WpHIqKSi9bOL7hcnwmL4sBimKdZaFoHO7t275RxKsZRTUZAgfi/mZIplg8SQ4z/++EPO7RQ9mEVEL5QImMStCNKK5pFXq1ZNLhP1IGLoqHhdMZ/3/fffl/eJE+7k5OQy/fyeVY973BQl3xNDvcW+E0N/v/nmG7lk2Isvvli8nNijjpsiogdzz549d6zVXET0UIokbWKevhiSLF5XzJ8VF4zEklAPI7ZR9LqK4cRvvPGGvE/M+RXBIlXOcSOWCxRzrMX+nDRpkpwmIObrv/LKK3fkZxCjb8QxI9bVFt8r4mKNyNMglOb7RiRaE8uINW/eHNbW1jJoF98dvr6+j+zl5nFDRM8CBt1ERE9IzI8UPcEiS7cYrilORsU6ySWTHYmA9+7ex0dZunSpDHRE8iMRNIuT4c8//xwvvfRS8WPEGsyiV/z111+XjxEnwyLztDjJLSK2S5wcFxHDkQUxN7d169YPfH+xHu/gwYNl3caMGSPnBc+ePVve/6jeTiqf4yY1NVXuC/F4EdSIQFZkci455Lc0x40g5uGKXuwHZTUXgbo4rsQwdbENIpgX2/eoLNQi+ZZ4TdGzKYa6iwtKIlB70PtQ+R83YvTM5s2b5f4U0w1EQC4C8JIJx2JjY2WALS6qiZEPInAWQ8JLjoJ41PeNmJsv8gyI/S0uBIiedPF9IUbyGBoa8rghomeeQqwb9sx/CkRUqcTJXGRkJLy9vWVvMFUe0asl5gUXDWElehSRp0D87YoEWiIQJNKm44btCxFpA2YvJyIiIiIiIionDLqJiIiIiIiIygnndBMRUTHOOKLHJbJb87ghHjdERA/Gnm4iIiIiIiKicsKgm4i0BnvLiIiI7QoR6RoG3URU6YqWIsrMzKzsTSEiIh1S1K48ask7IqLyxDndRFTpVCqVXNM3MTGxeM1XsXQVERHRk46cEgG3aFdE+yLaGSKiysJ1uolIa06Q4uPjcfPmzcreFCIi0hEi4HZycuKFXCKqVAy6iUirFBQUIC8vr7I3g4iIqjgxpJw93ESkDRh0ExEREREREZUTJlIjIiIiIiIiKicMuomIiIiIiIjKCYNuIiIiIiIionLCoJuIiIiI/q/9OiYAAABAGGT/1KbYBy0AICLdAAAAEJFuAAAAiEg3AAAArHFCj2nw8cN3twAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1000x999 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 1000x999 with 6 Axes>,\n",
       " [<Axes: title={'center': 'Hx: 0.000, Hy: 0.000'}, xlabel='$P_y$', ylabel='$\\\\epsilon_y$ (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 0.000'}, xlabel='$P_x$', ylabel='$\\\\epsilon_x$ (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 0.700'}, xlabel='$P_y$', ylabel='$\\\\epsilon_y$ (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 0.700'}, xlabel='$P_x$', ylabel='$\\\\epsilon_x$ (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 1.000'}, xlabel='$P_y$', ylabel='$\\\\epsilon_y$ (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 1.000'}, xlabel='$P_x$', ylabel='$\\\\epsilon_x$ (mm)'>])"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "RayFan(lens).view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The on-axis curve is nearly flat with a slight S-shape — residual spherical aberration\n",
    "and a small secondary spectrum. The off-axis curves tilt and separate: coma and field\n",
    "curvature, both growing with field angle. That matches what the spot diagram showed.\n",
    "\n",
    "`RmsSpotSizeVsField` makes the field dependence explicit:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:58.028021Z",
     "iopub.status.busy": "2026-08-02T10:33:58.027586Z",
     "iopub.status.idle": "2026-08-02T10:33:58.246966Z",
     "shell.execute_reply": "2026-08-02T10:33:58.245797Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x450 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 700x450 with 1 Axes>,\n",
       " <Axes: xlabel='Normalized Y Field Coordinate', ylabel='RMS Spot Size (mm)'>)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "RmsSpotSizeVsField(lens, num_fields=16).view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5. Optimization\n",
    "\n",
    "We have three free radii and one hard constraint (EFL = 100 mm). Optimization in Optiland\n",
    "is always the same three steps:\n",
    "\n",
    "1. declare **variables** — what may change,\n",
    "2. declare **operands** — what \"good\" means, as targets,\n",
    "3. hand the problem to an **optimizer**.\n",
    "\n",
    "The EFL operand gets a heavy weight because it is a requirement, not a preference. The\n",
    "spot-size operands are targeted at zero across three fields and three wavelengths."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:58.249365Z",
     "iopub.status.busy": "2026-08-02T10:33:58.249116Z",
     "iopub.status.idle": "2026-08-02T10:33:58.500994Z",
     "shell.execute_reply": "2026-08-02T10:33:58.500459Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Merit function before: 4.520587\n"
     ]
    }
   ],
   "source": [
    "from optiland.optimization import OptimizationProblem, OptimizerGeneric\n",
    "\n",
    "problem = OptimizationProblem()\n",
    "\n",
    "# 1. Variables: the three radii.\n",
    "for surface_number in (1, 2, 3):\n",
    "    problem.add_variable(lens, \"radius\", surface_number=surface_number)\n",
    "\n",
    "# 2. Operands: hold the focal length, minimize the polychromatic spot.\n",
    "problem.add_operand(\"f2\", target=100.0, weight=10.0, input_data={\"optic\": lens})\n",
    "for Hy in (0.0, 0.7, 1.0):\n",
    "    for wavelength in WAVELENGTHS:\n",
    "        problem.add_operand(\n",
    "            \"rms_spot_size\",\n",
    "            target=0.0,\n",
    "            weight=1.0,\n",
    "            input_data={\n",
    "                \"optic\": lens,\n",
    "                \"Hx\": 0.0,\n",
    "                \"Hy\": Hy,\n",
    "                \"num_rings\": 6,\n",
    "                \"wavelength\": wavelength,\n",
    "                \"surface_number\": -1,  # the image surface\n",
    "            },\n",
    "        )\n",
    "\n",
    "print(f\"Merit function before: {float(problem.sum_squared()):.6f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:33:58.502730Z",
     "iopub.status.busy": "2026-08-02T10:33:58.502553Z",
     "iopub.status.idle": "2026-08-02T10:34:08.336524Z",
     "shell.execute_reply": "2026-08-02T10:34:08.335238Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Merit function after:  0.000679\n",
      "EFL: 100.000 mm\n",
      "Radii: [61.112, -43.937, -129.032]\n"
     ]
    }
   ],
   "source": [
    "OptimizerGeneric(problem).optimize(maxiter=200)\n",
    "lens.updater.image_solve()  # optimization moved the focus; refocus the image plane\n",
    "\n",
    "print(f\"Merit function after:  {float(problem.sum_squared()):.6f}\")\n",
    "print(f\"EFL: {float(lens.paraxial.f2()):.3f} mm\")\n",
    "print(\"Radii:\", [round(float(lens.surfaces.radii[i]), 3) for i in (1, 2, 3)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:34:08.339225Z",
     "iopub.status.busy": "2026-08-02T10:34:08.338769Z",
     "iopub.status.idle": "2026-08-02T10:34:08.372628Z",
     "shell.execute_reply": "2026-08-02T10:34:08.372086Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Optimized RMS spot radius by field (um):\n",
      "   0.0 deg :    2.04\n",
      "   1.4 deg :    7.40\n",
      "   2.0 deg :   13.84\n"
     ]
    }
   ],
   "source": [
    "print(\"Optimized RMS spot radius by field (um):\")\n",
    "for y, r in zip((0.0, 1.4, 2.0), rms_by_field(lens)):\n",
    "    print(f\"  {y:4.1f} deg : {r:7.2f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The EFL is now exactly on target and the spot is smaller at every field. The gain is\n",
    "modest — a cemented doublet with a fixed glass pair has very few degrees of freedom, and\n",
    "the starting point was already close. That is a real result, not a failure of the\n",
    "optimizer: **knowing when a form is exhausted is part of design.** To do better you would\n",
    "change the form — split the element, add an air space, or change the glass pair (see\n",
    "[Tutorial 3e](Tutorial_3e_Glass_Expert_Categorical_Optimization.ipynb))."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:34:08.374410Z",
     "iopub.status.busy": "2026-08-02T10:34:08.374232Z",
     "iopub.status.idle": "2026-08-02T10:34:08.767861Z",
     "shell.execute_reply": "2026-08-02T10:34:08.766760Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(<Figure size 1200x400 with 3 Axes>,\n",
       " [<Axes: title={'center': 'Hx: 0.000, Hy: 0.000'}, xlabel='X (mm)', ylabel='Y (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 0.700'}, xlabel='X (mm)', ylabel='Y (mm)'>,\n",
       "  <Axes: title={'center': 'Hx: 0.000, Hy: 1.000'}, xlabel='X (mm)', ylabel='Y (mm)'>])"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "SpotDiagram(lens).view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 6. Tolerancing: will it survive manufacturing?\n",
    "\n",
    "A design that only works at its nominal prescription is not a design. Tolerancing asks:\n",
    "how much does performance degrade when the radii, thicknesses and alignments land within\n",
    "realistic manufacturing bands?\n",
    "\n",
    "Start with **sensitivity** — vary one parameter at a time and watch a performance metric.\n",
    "This tells you which parameters need tight tolerances and which do not."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:34:08.771041Z",
     "iopub.status.busy": "2026-08-02T10:34:08.770561Z",
     "iopub.status.idle": "2026-08-02T10:34:09.594919Z",
     "shell.execute_reply": "2026-08-02T10:34:09.593922Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 990x500 with 6 Axes>,\n",
       " [<Axes: ylabel='0: f2'>,\n",
       "  <Axes: >,\n",
       "  <Axes: >,\n",
       "  <Axes: xlabel='Radius of Curvature, Surface 1', ylabel='1: rms spot size'>,\n",
       "  <Axes: xlabel='Thickness, Surface 1'>,\n",
       "  <Axes: xlabel='Tilt X, Surface 1'>])"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 990x500 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from optiland.tolerancing import RangeSampler, SensitivityAnalysis, Tolerancing\n",
    "\n",
    "tolerancing = Tolerancing(lens)\n",
    "\n",
    "r1 = float(lens.surfaces.radii[1])\n",
    "tolerancing.add_perturbation(\n",
    "    \"radius\", RangeSampler(start=r1 - 0.5, end=r1 + 0.5, steps=21), surface_number=1\n",
    ")\n",
    "tolerancing.add_perturbation(\n",
    "    \"thickness\", RangeSampler(start=7.9, end=8.1, steps=21), surface_number=1\n",
    ")\n",
    "tolerancing.add_perturbation(\n",
    "    \"tilt\", RangeSampler(start=-0.002, end=0.002, steps=21), surface_number=1, axis=\"x\"\n",
    ")\n",
    "\n",
    "tolerancing.add_operand(\"f2\", {\"optic\": lens})\n",
    "tolerancing.add_operand(\n",
    "    \"rms_spot_size\",\n",
    "    {\n",
    "        \"optic\": lens,\n",
    "        \"surface_number\": -1,\n",
    "        \"Hx\": 0.0,\n",
    "        \"Hy\": 0.0,\n",
    "        \"wavelength\": 0.5876,\n",
    "        \"num_rays\": 6,\n",
    "    },\n",
    "    target=0.0,\n",
    ")\n",
    "\n",
    "sensitivity = SensitivityAnalysis(tolerancing)\n",
    "sensitivity.run()\n",
    "sensitivity.view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now a **Monte Carlo** run: perturb everything simultaneously from realistic\n",
    "distributions and look at the resulting spread. This is the number you quote to a\n",
    "manufacturer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:34:09.597277Z",
     "iopub.status.busy": "2026-08-02T10:34:09.597061Z",
     "iopub.status.idle": "2026-08-02T10:34:10.466613Z",
     "shell.execute_reply": "2026-08-02T10:34:10.465372Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1200x400 with 1 Axes>,\n",
       " array([<Axes: xlabel='0: rms spot size', ylabel='Density'>, <Axes: >,\n",
       "        <Axes: >], dtype=object))"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from optiland.tolerancing.monte_carlo import MonteCarlo\n",
    "from optiland.tolerancing.perturbation import DistributionSampler\n",
    "\n",
    "mc_tolerancing = Tolerancing(lens)\n",
    "\n",
    "for surface_number in (1, 2, 3):\n",
    "    # Radius: 0.1% of nominal, 1-sigma\n",
    "    nominal = float(lens.surfaces.radii[surface_number])\n",
    "    mc_tolerancing.add_perturbation(\n",
    "        \"radius\",\n",
    "        DistributionSampler(\"normal\", loc=nominal, scale=abs(nominal) * 0.001),\n",
    "        surface_number=surface_number,\n",
    "    )\n",
    "    # Element tilt: 1 arcmin, 1-sigma (radians)\n",
    "    for axis in (\"x\", \"y\"):\n",
    "        mc_tolerancing.add_perturbation(\n",
    "            \"tilt\",\n",
    "            DistributionSampler(\"normal\", loc=0.0, scale=0.0003),\n",
    "            surface_number=surface_number,\n",
    "            axis=axis,\n",
    "        )\n",
    "\n",
    "mc_tolerancing.add_operand(\n",
    "    \"rms_spot_size\",\n",
    "    {\n",
    "        \"optic\": lens,\n",
    "        \"surface_number\": -1,\n",
    "        \"Hx\": 0.0,\n",
    "        \"Hy\": 0.0,\n",
    "        \"wavelength\": 0.5876,\n",
    "        \"num_rays\": 6,\n",
    "    },\n",
    "    target=0.0,\n",
    ")\n",
    "\n",
    "mc = MonteCarlo(mc_tolerancing)\n",
    "mc.run(num_iterations=100)\n",
    "mc.view_histogram()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:34:10.469826Z",
     "iopub.status.busy": "2026-08-02T10:34:10.469464Z",
     "iopub.status.idle": "2026-08-02T10:34:10.552068Z",
     "shell.execute_reply": "2026-08-02T10:34:10.550827Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Radius of Curvature, Surface 1</th>\n",
       "      <th>Tilt X, Surface 1</th>\n",
       "      <th>Tilt Y, Surface 1</th>\n",
       "      <th>Radius of Curvature, Surface 2</th>\n",
       "      <th>Tilt X, Surface 2</th>\n",
       "      <th>Tilt Y, Surface 2</th>\n",
       "      <th>Radius of Curvature, Surface 3</th>\n",
       "      <th>Tilt X, Surface 3</th>\n",
       "      <th>Tilt Y, Surface 3</th>\n",
       "      <th>0: rms spot size</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "      <td>100.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>61.119423</td>\n",
       "      <td>0.000050</td>\n",
       "      <td>0.000030</td>\n",
       "      <td>-43.935201</td>\n",
       "      <td>0.000061</td>\n",
       "      <td>-0.000022</td>\n",
       "      <td>-129.031451</td>\n",
       "      <td>-0.000035</td>\n",
       "      <td>0.000005</td>\n",
       "      <td>0.006800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.047746</td>\n",
       "      <td>0.000293</td>\n",
       "      <td>0.000276</td>\n",
       "      <td>0.047804</td>\n",
       "      <td>0.000278</td>\n",
       "      <td>0.000294</td>\n",
       "      <td>0.125461</td>\n",
       "      <td>0.000305</td>\n",
       "      <td>0.000318</td>\n",
       "      <td>0.004475</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>61.015920</td>\n",
       "      <td>-0.000759</td>\n",
       "      <td>-0.000729</td>\n",
       "      <td>-44.035582</td>\n",
       "      <td>-0.000612</td>\n",
       "      <td>-0.001040</td>\n",
       "      <td>-129.372587</td>\n",
       "      <td>-0.000714</td>\n",
       "      <td>-0.000749</td>\n",
       "      <td>0.000640</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>61.088062</td>\n",
       "      <td>-0.000137</td>\n",
       "      <td>-0.000154</td>\n",
       "      <td>-43.969531</td>\n",
       "      <td>-0.000102</td>\n",
       "      <td>-0.000187</td>\n",
       "      <td>-129.110373</td>\n",
       "      <td>-0.000241</td>\n",
       "      <td>-0.000198</td>\n",
       "      <td>0.002742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>61.117092</td>\n",
       "      <td>0.000051</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>-43.936814</td>\n",
       "      <td>0.000074</td>\n",
       "      <td>-0.000039</td>\n",
       "      <td>-129.032931</td>\n",
       "      <td>-0.000028</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>0.006527</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>61.156181</td>\n",
       "      <td>0.000272</td>\n",
       "      <td>0.000240</td>\n",
       "      <td>-43.904015</td>\n",
       "      <td>0.000236</td>\n",
       "      <td>0.000161</td>\n",
       "      <td>-128.946334</td>\n",
       "      <td>0.000194</td>\n",
       "      <td>0.000212</td>\n",
       "      <td>0.009839</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>61.226683</td>\n",
       "      <td>0.000666</td>\n",
       "      <td>0.000741</td>\n",
       "      <td>-43.799970</td>\n",
       "      <td>0.000862</td>\n",
       "      <td>0.000729</td>\n",
       "      <td>-128.716980</td>\n",
       "      <td>0.000831</td>\n",
       "      <td>0.000781</td>\n",
       "      <td>0.020465</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Radius of Curvature, Surface 1  Tilt X, Surface 1  Tilt Y, Surface 1  \\\n",
       "count                      100.000000         100.000000         100.000000   \n",
       "mean                        61.119423           0.000050           0.000030   \n",
       "std                          0.047746           0.000293           0.000276   \n",
       "min                         61.015920          -0.000759          -0.000729   \n",
       "25%                         61.088062          -0.000137          -0.000154   \n",
       "50%                         61.117092           0.000051           0.000020   \n",
       "75%                         61.156181           0.000272           0.000240   \n",
       "max                         61.226683           0.000666           0.000741   \n",
       "\n",
       "       Radius of Curvature, Surface 2  Tilt X, Surface 2  Tilt Y, Surface 2  \\\n",
       "count                      100.000000         100.000000         100.000000   \n",
       "mean                       -43.935201           0.000061          -0.000022   \n",
       "std                          0.047804           0.000278           0.000294   \n",
       "min                        -44.035582          -0.000612          -0.001040   \n",
       "25%                        -43.969531          -0.000102          -0.000187   \n",
       "50%                        -43.936814           0.000074          -0.000039   \n",
       "75%                        -43.904015           0.000236           0.000161   \n",
       "max                        -43.799970           0.000862           0.000729   \n",
       "\n",
       "       Radius of Curvature, Surface 3  Tilt X, Surface 3  Tilt Y, Surface 3  \\\n",
       "count                      100.000000         100.000000         100.000000   \n",
       "mean                      -129.031451          -0.000035           0.000005   \n",
       "std                          0.125461           0.000305           0.000318   \n",
       "min                       -129.372587          -0.000714          -0.000749   \n",
       "25%                       -129.110373          -0.000241          -0.000198   \n",
       "50%                       -129.032931          -0.000028           0.000010   \n",
       "75%                       -128.946334           0.000194           0.000212   \n",
       "max                       -128.716980           0.000831           0.000781   \n",
       "\n",
       "       0: rms spot size  \n",
       "count        100.000000  \n",
       "mean           0.006800  \n",
       "std            0.004475  \n",
       "min            0.000640  \n",
       "25%            0.002742  \n",
       "50%            0.006527  \n",
       "75%            0.009839  \n",
       "max            0.020465  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "results = mc.get_results()\n",
    "results.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The distribution — not its mean — is the deliverable. If the 90th percentile of RMS spot\n",
    "radius is still inside your budget, the design is manufacturable at these tolerances. If\n",
    "not, tighten the parameter the sensitivity analysis flagged as worst, and rerun."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 7. The prescription\n",
    "\n",
    "Finally, produce the document you would hand to a colleague or a vendor: every surface,\n",
    "every material, the first-order properties, and the residual aberrations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-02T10:34:10.554134Z",
     "iopub.status.busy": "2026-08-02T10:34:10.553941Z",
     "iopub.status.idle": "2026-08-02T10:34:10.960275Z",
     "shell.execute_reply": "2026-08-02T10:34:10.959218Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"background-color: #000087\">╭─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮</span>\n",
       "<span style=\"background-color: #000087\">│ </span><span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0; background-color: #000087; font-weight: bold\">Optical Prescription — Achromatic Doublet, f/5, EFL 100 mm</span><span style=\"background-color: #000087\">                                                      │</span>\n",
       "<span style=\"background-color: #000087\">╰──────────────────────────────────────── Generated: 2026-08-02 10:34 UTC ────────────────────────────────────────╯</span>\n",
       "</pre>\n"
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       "\u001b[48;5;18m╭─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮\u001b[0m\n",
       "\u001b[48;5;18m│\u001b[0m\u001b[48;5;18m \u001b[0m\u001b[1;37;48;5;18mOptical Prescription — Achromatic Doublet, f/5, EFL 100 mm\u001b[0m\u001b[48;5;18m                                                     \u001b[0m\u001b[48;5;18m \u001b[0m\u001b[48;5;18m│\u001b[0m\n",
       "\u001b[48;5;18m╰─\u001b[0m\u001b[48;5;18m───────────────────────────────────────\u001b[0m\u001b[48;5;18m Generated: 2026-08-02 10:34 UTC \u001b[0m\u001b[48;5;18m───────────────────────────────────────\u001b[0m\u001b[48;5;18m─╯\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────────── </span><span style=\"font-weight: bold\">System Overview</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
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       "\u001b[92m───────────────────────────────────────────────── \u001b[0m\u001b[1mSystem Overview\u001b[0m\u001b[92m ─────────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">                                                         \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Name            </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Achromatic Doublet, f/5, EFL 100 mm </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Surfaces        </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 3                                   </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Stop Surface    </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 1.0000                              </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Aperture Type   </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> EPDAperture                         </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Aperture Value  </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 20.0000                             </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Object Distance </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> ∞                                   </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Image Distance  </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 94.6311                             </span> \n",
       "                                                         \n",
       "</pre>\n"
      ],
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       "                                                         \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mName           \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37mAchromatic Doublet, f/5, EFL 100 mm\u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mSurfaces       \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m3                                  \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mStop Surface   \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m1.0000                             \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mAperture Type  \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37mEPDAperture                        \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mAperture Value \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m20.0000                            \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mObject Distance\u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m∞                                  \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mImage Distance \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m94.6311                            \u001b[0m\u001b[37m \u001b[0m \n",
       "                                                         \n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\"> Wavelengths</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1m Wavelengths\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">                                 \n",
       " <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> # </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Wavelength (µm) </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Primary </span> \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  1   0.4861                     \n",
       " <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 2 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.5876          </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> ✓       </span> \n",
       "  3   0.6563                     \n",
       "                                 \n",
       "</pre>\n"
      ],
      "text/plain": [
       "                                 \n",
       " \u001b[1;35m \u001b[0m\u001b[1;35m#\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mWavelength (µm)\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mPrimary\u001b[0m\u001b[1;35m \u001b[0m \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  1   0.4861                     \n",
       " \u001b[2m \u001b[0m\u001b[2m2\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.5876         \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m✓      \u001b[0m\u001b[2m \u001b[0m \n",
       "  3   0.6563                     \n",
       "                                 \n"
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     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\"> Fields</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1m Fields\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">                                             \n",
       " <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> # </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Type       </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> X      </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Y      </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Weight </span> \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  1   AngleField   0.0000   0.0000   1.0000  \n",
       " <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 2 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> AngleField </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.0000 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 1.4000 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 1.0000 </span> \n",
       "  3   AngleField   0.0000   2.0000   1.0000  \n",
       "                                             \n",
       "</pre>\n"
      ],
      "text/plain": [
       "                                             \n",
       " \u001b[1;35m \u001b[0m\u001b[1;35m#\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mType      \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mX     \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mY     \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mWeight\u001b[0m\u001b[1;35m \u001b[0m \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  1   AngleField   0.0000   0.0000   1.0000  \n",
       " \u001b[2m \u001b[0m\u001b[2m2\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2mAngleField\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.0000\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m1.4000\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m1.0000\u001b[0m\u001b[2m \u001b[0m \n",
       "  3   AngleField   0.0000   2.0000   1.0000  \n",
       "                                             \n"
      ]
     },
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    },
    {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span><span style=\"font-weight: bold\">First-Order Properties</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ──────────────────────────────────────────────</span>\n",
       "</pre>\n"
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       "\u001b[92m───────────────────────────────────────────── \u001b[0m\u001b[1mFirst-Order Properties\u001b[0m\u001b[92m ──────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">                                            \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Effective Focal Length (EFL) </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 99.9518   </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Front Focal Length (FFL)     </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -99.9518  </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Back Focal Length (BFL)      </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -0.0457   </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Front Principal Plane (P1)   </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 1.8334    </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Back Principal Plane (P2)    </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -99.9975  </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Front Nodal Plane (N1)       </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 1.8334    </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Back Nodal Plane (N2)        </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -99.9975  </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Image-Space F/#              </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 4.9976    </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Entrance Pupil Diameter      </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 20.0000   </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Entrance Pupil Location      </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 0.0000    </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Exit Pupil Diameter          </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 20.3737   </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Exit Pupil Location          </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -101.8651 </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Transverse Magnification     </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -0.0000   </span> \n",
       " <span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> Lagrange Invariant           </span> <span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -0.3492   </span> \n",
       "                                            \n",
       "</pre>\n"
      ],
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       "                                            \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mEffective Focal Length (EFL)\u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m99.9518  \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mFront Focal Length (FFL)    \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m-99.9518 \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mBack Focal Length (BFL)     \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m-0.0457  \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mFront Principal Plane (P1)  \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m1.8334   \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mBack Principal Plane (P2)   \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m-99.9975 \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mFront Nodal Plane (N1)      \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m1.8334   \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mBack Nodal Plane (N2)       \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m-99.9975 \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mImage-Space F/#             \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m4.9976   \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mEntrance Pupil Diameter     \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m20.0000  \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mEntrance Pupil Location     \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m0.0000   \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mExit Pupil Diameter         \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m20.3737  \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mExit Pupil Location         \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m-101.8651\u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mTransverse Magnification    \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m-0.0000  \u001b[0m\u001b[37m \u001b[0m \n",
       " \u001b[2;36m \u001b[0m\u001b[2;36mLagrange Invariant          \u001b[0m\u001b[2;36m \u001b[0m \u001b[37m \u001b[0m\u001b[37m-0.3492  \u001b[0m\u001b[37m \u001b[0m \n",
       "                                            \n"
      ]
     },
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────── </span><span style=\"font-weight: bold\">Surface Data — Geometry</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
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       "\u001b[92m───────────────────────────────────────────── \u001b[0m\u001b[1mSurface Data — Geometry\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">                                                                          \n",
       " <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> S# </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Type     </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Radius (mm) </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Thickness (mm) </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Conic  </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Stop </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Comment </span> \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  0    Plane      ∞             ∞                —                        \n",
       " <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 1  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> standard </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 61.1165     </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 8.0000         </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.0000 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> ✓    </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">         </span> \n",
       "  2    standard   -43.9737      3.0000           0.0000                   \n",
       " <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 3  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> standard </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> -128.9639   </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 94.6311        </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.0000 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">      </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">         </span> \n",
       "  4    standard   ∞             0.0000           —                        \n",
       "                                                                          \n",
       "</pre>\n"
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       "                                                                          \n",
       " \u001b[1;35m \u001b[0m\u001b[1;35mS#\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mType    \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mRadius (mm)\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mThickness (mm)\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mConic \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mStop\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mComment\u001b[0m\u001b[1;35m \u001b[0m \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  0    Plane      ∞             ∞                —                        \n",
       " \u001b[2m \u001b[0m\u001b[2m1 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2mstandard\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m61.1165    \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m8.0000        \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.0000\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m✓   \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m       \u001b[0m\u001b[2m \u001b[0m \n",
       "  2    standard   -43.9737      3.0000           0.0000                   \n",
       " \u001b[2m \u001b[0m\u001b[2m3 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2mstandard\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m-128.9639  \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m94.6311       \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.0000\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m    \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m       \u001b[0m\u001b[2m \u001b[0m \n",
       "  4    standard   ∞             0.0000           —                        \n",
       "                                                                          \n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">──────────────────────────────────────────── </span><span style=\"font-weight: bold\">Surface Data — Materials</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ─────────────────────────────────────────────</span>\n",
       "</pre>\n"
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       "\u001b[92m──────────────────────────────────────────── \u001b[0m\u001b[1mSurface Data — Materials\u001b[0m\u001b[92m ─────────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">                                                                   \n",
       " <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> S# </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Material </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> nd     </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Vd      </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Semi-Diameter (mm) </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Coating </span> \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  0    Air        1.0000   —         —                    —        \n",
       " <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 1  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> N-BK7    </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 1.5168 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 64.1673 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> —                  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> —       </span> \n",
       "  2    N-SF5      1.6727   32.2512   —                    —        \n",
       " <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 3  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> Air      </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 1.0000 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> —       </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> —                  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> —       </span> \n",
       "  4    Air        1.0000   —         —                    —        \n",
       "                                                                   \n",
       "</pre>\n"
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       "                                                                   \n",
       " \u001b[1;35m \u001b[0m\u001b[1;35mS#\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mMaterial\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mnd    \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mVd     \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mSemi-Diameter (mm)\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mCoating\u001b[0m\u001b[1;35m \u001b[0m \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  0    Air        1.0000   —         —                    —        \n",
       " \u001b[2m \u001b[0m\u001b[2m1 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2mN-BK7   \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m1.5168\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m64.1673\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m—                 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m—      \u001b[0m\u001b[2m \u001b[0m \n",
       "  2    N-SF5      1.6727   32.2512   —                    —        \n",
       " \u001b[2m \u001b[0m\u001b[2m3 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2mAir     \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m1.0000\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m—      \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m—                 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m—      \u001b[0m\u001b[2m \u001b[0m \n",
       "  4    Air        1.0000   —         —                    —        \n",
       "                                                                   \n"
      ]
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      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────── </span><span style=\"font-weight: bold\">Seidel Aberration Coefficients</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ──────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────── \u001b[0m\u001b[1mSeidel Aberration Coefficients\u001b[0m\u001b[92m ──────────────────────────────────────────\u001b[0m\n"
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     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">                                                                                                  \n",
       " <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> S#    </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> SI (Sph)  </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> SII (Coma) </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> SIII (Astig) </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> SIV (Petz) </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> SV (Dist) </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> CL (LCA)  </span> <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> CT (TCA)  </span> \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  1       -0.009840   -0.002100    -0.000448      -0.000680    -0.000241   -0.017383   -0.003710  \n",
       " <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 2     </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.030537  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> -0.002107  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.000145     </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.000170   </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> -0.000022 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.059326  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> -0.004093 </span> \n",
       "  3       -0.023319   0.004351     -0.000812      -0.000380    0.000222    -0.041340   0.007713   \n",
       " <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> Total </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> -0.002623 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.000144   </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> -0.001115    </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> -0.000890  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> -0.000040 </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 0.000603  </span> <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> -0.000089 </span> \n",
       "                                                                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "                                                                                                  \n",
       " \u001b[1;35m \u001b[0m\u001b[1;35mS#   \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mSI (Sph) \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mSII (Coma)\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mSIII (Astig)\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mSIV (Petz)\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mSV (Dist)\u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mCL (LCA) \u001b[0m\u001b[1;35m \u001b[0m \u001b[1;35m \u001b[0m\u001b[1;35mCT (TCA) \u001b[0m\u001b[1;35m \u001b[0m \n",
       " ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ \n",
       "  1       -0.009840   -0.002100    -0.000448      -0.000680    -0.000241   -0.017383   -0.003710  \n",
       " \u001b[2m \u001b[0m\u001b[2m2    \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.030537 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m-0.002107 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.000145    \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.000170  \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m-0.000022\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.059326 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m-0.004093\u001b[0m\u001b[2m \u001b[0m \n",
       "  3       -0.023319   0.004351     -0.000812      -0.000380    0.000222    -0.041340   0.007713   \n",
       " \u001b[2m \u001b[0m\u001b[2mTotal\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m-0.002623\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.000144  \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m-0.001115   \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m-0.000890 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m-0.000040\u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m0.000603 \u001b[0m\u001b[2m \u001b[0m \u001b[2m \u001b[0m\u001b[2m-0.000089\u001b[0m\u001b[2m \u001b[0m \n",
       "                                                                                                  \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from optiland.prescription import Prescription\n",
    "\n",
    "Prescription(lens).view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## What you just did\n",
    "\n",
    "You took a written requirement, laid it out to first order, discovered the first-order\n",
    "solution was not good enough, changed the *form* to fix the dominant aberration, measured\n",
    "what was left, optimized within that form, established what tolerances the design can\n",
    "survive, and produced a prescription. That loop is the whole job; every other tutorial in\n",
    "this documentation deepens one step of it.\n",
    "\n",
    "## Where to go next\n",
    "\n",
    "- **[Tutorial 2c — Aberration Analyses](Tutorial_2c_Aberration_Analyses.ipynb)** — Seidel\n",
    "  coefficients, wavefront error, and how to read them.\n",
    "- **[Tutorial 2d — OPD, PSF and MTF](Tutorial_2d_OPD_PSF_and_MTF_Calculations.ipynb)** —\n",
    "  diffraction-based image quality, the metric most specifications actually use.\n",
    "- **[Tutorial 3d — Optimization Case Study](Tutorial_3d_Optimization_Case_Study_Cooke_Triplet.ipynb)**\n",
    "  — the same loop on a form with real degrees of freedom.\n",
    "- **[Tutorial 6a — Tolerancing Sensitivity](Tutorial_6a_Tolerancing_Sensitivity_Analysis.ipynb)**\n",
    "  — tolerancing in depth, including compensators.\n",
    "- **[How do I ...?](../how_do_i.rst)** — a task-shaped index over every notebook here."
   ]
  }
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