finesse-simulation-O4/work.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a6ba3eb0-8f27-4ebd-b407-3f25f449c6bf",
   "metadata": {},
   "source": [
    "# Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bd9299aa-a531-468c-b04b-798b06315f41",
   "metadata": {},
   "outputs": [],
   "source": [
    "# pyright: reportUnknownArgumentType=false, reportCallIssue=false, reportAttributeAccessIssue=false, reportOptionalSubscript=false, reportArgumentType=false\n",
    "from rich.console import Console\n",
    "from rich.table import Table\n",
    "from rich.theme import Theme\n",
    "\n",
    "from finesse.model import Model\n",
    "from finesse.analysis.actions.axes import Noxaxis, Xaxis\n",
    "from finesse.solutions import SeriesSolution\n",
    "from finesse.detectors import PowerDetector\n",
    "from finesse.analysis.actions import (\n",
    "    TemporaryParameters,\n",
    "    Change,\n",
    "    Maximize,\n",
    "    Minimize,\n",
    "    Series,\n",
    "    FrequencyResponse,\n",
    ")\n",
    "from finesse.components import Mirror, SignalGenerator\n",
    "from finesse.detectors import QuantumNoiseDetector\n",
    "from finesse.detectors.camera import CCD\n",
    "\n",
    "from pathlib import Path\n",
    "from typing import NamedTuple\n",
    "import re\n",
    "\n",
    "from matplotlib.axes import Axes\n",
    "from matplotlib.pyplot import figure, show\n",
    "\n",
    "from numpy import linspace, geomspace, angle, diff, loadtxt, load, zeros"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4c038d40-1d01-49cb-9182-a9a0e94d0d40",
   "metadata": {},
   "outputs": [],
   "source": [
    "from gettext import install\n",
    "from logging import getLogger"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5d4f2612-c5ea-4b21-a326-7074022966bc",
   "metadata": {},
   "outputs": [],
   "source": [
    "install(__name__)\n",
    "logger = getLogger(__name__)\n",
    "theme = Theme(\n",
    "    {\n",
    "        \"strong\": \"cyan underline\",\n",
    "        \"result\": \"red bold\",\n",
    "    }\n",
    ")\n",
    "console = Console(theme=theme)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "41308b68-d002-4de6-aaa9-68ff4ebdc992",
   "metadata": {},
   "outputs": [],
   "source": [
    "class Mode(NamedTuple):\n",
    "    CCD: CCD\n",
    "    PD: PowerDetector\n",
    "    mode: list[int]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb7d2340-c817-4309-9599-6d58070ff4ab",
   "metadata": {},
   "source": [
    "## Paramètres généraux"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8fc23eea-145e-4641-93e9-6f8989edca96",
   "metadata": {},
   "outputs": [],
   "source": [
    "C_POWER = 25  # en Whatt\n",
    "C_DARK_FRINGE = 8e-3  # en Whatt\n",
    "C_PRECISION = 500  # number of points in simulation\n",
    "C_SR_ANGLE = 2e-6"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3052aa2b-350e-4eb3-b31c-a4204ab84dac",
   "metadata": {},
   "source": [
    "## Modèle simplifié de Virgo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d32480d0-8525-478a-9af5-b1a1c8b30f1d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/demagny/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/pygraphviz/agraph.py:1403: RuntimeWarning: Warning: Illegal value sgd for attribute \"mode\" in graph  - ignored\n",
      "\n",
      "  warnings.warn(b\"\".join(errors).decode(self.encoding), RuntimeWarning)\n"
     ]
    },
    {
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   ],
   "source": [
    "%matplotlib ipympl\n",
    "model_file = Path(\"model.kat\")\n",
    "model = Model()\n",
    "model.phase_config(zero_k00=False, zero_tem00_gouy=True)\n",
    "# model.modes(modes=\"off\")\n",
    "model.parse(model_file.read_text())\n",
    "model.lambda0 = model.get(\"wavelength\")\n",
    "model.SR.xbeta = C_SR_ANGLE  # yaw rotation of SR\n",
    "model.laser.P = C_POWER\n",
    "model.plot_graph()  # pyright: ignore[reportUnusedCallResult]\n",
    "show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "56782cf2-11a7-4bfc-846a-135c78783fc8",
   "metadata": {},
   "outputs": [],
   "source": [
    "from finesse.parameter import float_parameter\n",
    "from finesse.components.general import borrows_nodes\n",
    "\n",
    "from finesse.components.readout import ReadoutDC\n",
    "from finesse.detectors.general import MaskedDetector\n",
    "\n",
    "model.phase_config(zero_k00=False, zero_tem00_gouy=True)\n",
    "model.modes(maxtem=3)  # pyright: ignore[reportUnusedCallResult]\n",
    "\n",
    "@borrows_nodes()\n",
    "@float_parameter(\"f\", \"Frequency\")\n",
    "@float_parameter(\"phase\", \"Phase\")\n",
    "class MaskedReadoutDC(ReadoutDC, MaskedDetector):\n",
    "\n",
    "    def __init__(\n",
    "        self,\n",
    "        name,\n",
    "        optical_node=None,\n",
    "        *,\n",
    "        output_detectors=False,\n",
    "        pdtype=None,\n",
    "    ):\n",
    "        super().__init__(\n",
    "            name,\n",
    "            optical_node,\n",
    "            output_detectors=output_detectors,\n",
    "            pdtype=pdtype,\n",
    "        )\n",
    "        MaskedDetector.__init__(self, name)\n",
    "\n",
    "    @property\n",
    "    def has_mask(self):\n",
    "        return len(self.mask)\n",
    "\n",
    "model.add(\n",
    "    MaskedReadoutDC(\n",
    "        \"B1\",\n",
    "        output_detectors=True,\n",
    "        optical_node=model.SDB1.p2.o,\n",
    "    )\n",
    ")\n",
    "\n",
    "model.B1.select_mask(exclude=\"00\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "b742cd14-2149-437b-9194-249cf40849b1",
   "metadata": {},
   "outputs": [],
   "source": [
    "result = model.run(\n",
    "    TemporaryParameters(\n",
    "        Series(\n",
    "            Change(\n",
    "                {\n",
    "                    \"SR.misaligned\": True,\n",
    "                    \"PR.misaligned\": True,\n",
    "                }\n",
    "            ),\n",
    "            Maximize(\n",
    "                model.get(\"NE_p1\"),\n",
    "                model.get(\"NORTH_ARM.DC\"),\n",
    "                bounds=[-180, 180],\n",
    "                tol=1e-14,\n",
    "            ),\n",
    "            Maximize(\n",
    "                model.get(\"WE_p1\"),\n",
    "                model.get(\"WEST_ARM.DC\"),\n",
    "                bounds=[-180, 180],\n",
    "                tol=1e-14,\n",
    "            ),\n",
    "            Minimize(\n",
    "                model.get(\"SR_p2\"), model.get(\"MICH.DC\"), bounds=[-180, 180], tol=1e-14\n",
    "            ),\n",
    "            Change(\n",
    "                {\n",
    "                    \"PR.misaligned\": False,\n",
    "                }\n",
    "            ),\n",
    "            Maximize(\n",
    "                model.get(\"PR_p2\"), model.get(\"PRCL.DC\"), bounds=[-180, 180], tol=1e-14\n",
    "            ),\n",
    "            Change(\n",
    "                {\n",
    "                    \"SR.misaligned\": False,\n",
    "                }\n",
    "            ),\n",
    "            Maximize(\n",
    "                model.get(\"B1_DC\"), model.get(\"SRCL.DC\"), bounds=[-180, 180], tol=1e-14\n",
    "            ),\n",
    "            Change(\n",
    "                {\n",
    "                    \"SRCL.DC\": -90,\n",
    "                },\n",
    "                relative=True,\n",
    "            ),\n",
    "        ),\n",
    "        exclude=[\n",
    "            \"NE.phi\",\n",
    "            \"NI.phi\",\n",
    "            \"WE.phi\",\n",
    "            \"WI.phi\",\n",
    "            \"SR.phi\",\n",
    "            \"PR.phi\",\n",
    "            \"NORTH_ARM.DC\",\n",
    "            \"WEST_ARM.DC\",\n",
    "            \"DARM.DC\",\n",
    "            \"MICH.DC\",\n",
    "            \"PRCL.DC\",\n",
    "            \"SRCL.DC\",\n",
    "            \"SR.misaligned\",\n",
    "        ],\n",
    "    ),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "fbc0d68f-9b01-4d52-866c-18d49aedff32",
   "metadata": {},
   "outputs": [
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zyCOPkJWVxbfffktycjJ9+vRh+PDh5Obm3tR5hRBCiMY2bNgwtmzZ4tjesmULcXFxDB061FFeVlbGnj17qiUUryU0NJTDhw/z008/NXibryR9EOmDCCFaNkkoCiHEdTz44IPExsby2muv1bj/xIkTdO3atcZ9leUnTpxwlBUUFODp6YmHhwchISFs2bKF3/72t46RAXUVERGBp6dnlZ+r5xW6lsLCQr744gt+9atfAfCrX/2Kzz77jOLi4ir16tPeadOm8dlnn1FSUsK2bdsoKCjgvvvuu25bJk6cyMcff+zYPnHiBMnJyUycOBEAvV7PvHnz6NevH+3atWPixIlMnTr1pjrzO3bsYO/evXz++ef069ePTp068fbbb+Pr68sXX3xxw+cVQgghmsKwYcPYuXMnFouFoqIifvjhB4YOHcqQIUMcIxd3796N0WisllB8+eWXq/Uhtm/fDsCzzz5L//796dmzJ9HR0Tz66KMsX74co9HYYG2XPoj0QYQQLZ+uuRsghBAtwZ///GfuvvtuZs2aVeN+VVXrfC4vLy8OHDiA2Wzm22+/ZfXq1bzxxhv1btP27dvx8vKqUlafidA//vhjOnToQExMDGC/Fadt27Z8+umnPPHEEzfU3piYGDp16sQXX3zBli1bePzxx9Hprv+n5tFHH2XWrFl8//333H777axevZo+ffpw2223OeosWbKE5cuXk5aWRllZGSaTidjY2DrHe7WDBw9SXFxMQEBAlfKysjLHxPVCCCGEs4qLi6OkpIR9+/aRl5dH586dCQoKYujQoUydOpXy8nKSkpJo3749UVFRVY596aWXmDJlSpWyNm3aAODh4cG6des4ffo0W7Zs4fvvv+fFF1/kvffeY/fu3bi7u99026UPIn0QIUTLJwlFIYSogyFDhhAfH8/s2bOrdcA7d+7M0aNHazyusrxz586OMo1GQ8eOHQH7CMbTp0/zzDPP8OGHH9arTe3atcPX17dKWV06zpWWLVvG4cOHqxxjs9lYvnx5lc58fds7bdo0lixZwpEjRxyTtV9PaGgod999Nx999BG33347H330Ec8884xj/yeffMKsWbN45513GDRoEF5eXixYsIA9e/bUek6NRlMt0Vs5oTzYV8O8ev6pSle/r0IIIYSz6dixIxEREWzZsoW8vDyGDh0KQHh4OJGRkezatYstW7Zw9913Vzs2MDDQ8be9Nh06dKBDhw48+eST/P73v6dz5858+umnTJ069abbLn0Q6YMIIVo+SSgKIUQdvfXWW8TGxtKlS5cq5Y8++iiPPfYY//3vf6vNo/jOO+8QEBDAyJEjaz3vK6+8QocOHXjhhRfo06dPo7T9aj/++CP79+8nKSmpyuTpubm5xMXFcezYsSrfzNenvY899hizZs0iJiaGbt261blNEydO5He/+x0TJkzgzJkzPProo459O3fuZPDgwfzmN79xlF3vG/ygoCDS09Md24WFhaSmpjq2+/TpQ0ZGBjqdjujo6Dq3UwghhHAWw4YNIykpiby8PF566SVH+ZAhQ/j222/Zu3dvleTYjYqOjsbd3b3KInM3Svog0gcRQrQOMoeiEELUUc+ePZk4cSJ//etfq5Q/+uijPPjgg0yePJlly5Zx9uxZDh06xK9//Wv+85//8K9//eua8yNGRkby4IMPMmfOnMYOwWHZsmUMGDCAIUOG0KNHD8fPkCFD6N+//zUnRr9ee/38/EhPTycxMbFebRo3bhxFRUU888wzDBs2jPDwcMe+Tp06sX//fjZs2MCJEyf4wx/+wL59+655vrvvvpsPP/yQ7du38+OPPzJ58uQqk7iPGDGCQYMGMXbsWDZu3MjZs2fZtWsXv//979m/f3+92i6EEEI0h2HDhrFjxw5SUlIcIxQBhg4dyt///ndMJlONC7IUFRWRkZFR5ady5eS5c+fyu9/9jqSkJFJTU/nhhx+YNm0aZrP5ml+Q1pX0QaQPIoRoHSShKIQQ9fD6669js9mqlCmKwmeffcarr77Ku+++S5cuXbjrrrs4d+4cSUlJjB079rrnfeGFF1i3bl2db8+5GSaTiX//+9889NBDNe5/6KGHWLVqVZVbc652vfb6+vrWe5EZLy8v7r//fg4ePOiYCL3Sr3/9a8aNG8f48eMZOHAgOTk5VUYK1GT27NkMHTqU++67j3vvvZexY8fSoUMHx35FUfjmm28YMmQIU6dOpXPnzjz66KOcO3eOkJCQerVdCCGEaA7Dhg2jrKyMjh07VvnbNXToUIqKiujSpQthYWHVjpszZw5hYWFVfn73u985jj1z5gyTJk3itttuY/To0WRkZLBx48Zqd2nUl/RB7KQPIoRoDRS1PisJCCGEEEIIIYQQQgghbmkyQlEIIYQQQgghhBBCCFFnklAUQohWaPXq1Xh6etb407179+ZunhBCCCFaKemDCCHErUFueRZCiFaoqKiIzMzMGvfp9Xratm3bxC0SQgghxK1A+iBCCHFrkISicAo2m41Lly7h5eWFoijN3RwhhBDCaaiqSlFREeHh4Wg0cnNJY5M+iRBCCFE76ZeISrrmboAQAJcuXSIyMrK5myGEEEI4rfPnzxMREdHczWj1pE8ihBBCXJ/0S4QkFIVT8PLyAuz/KHl7e9/UucxmMxs3bmTUqFHo9fqGaF6zknicm8Tj3CQe59ba4oHGiamwsJDIyEjH30rRuG62TyK/185P4nFuEo9zk3icW1PEI/0SUUkSisIpVN5S5O3t3SAJRXd3d7y9vVvNHwWJx3lJPM5N4nFurS0eaNyY5PbbpnGzfRL5vXZ+Eo9zk3icm8Tj3JoyHumXCLnhXQghhBBCCCGEEEIIUWeSUBRCCCGEEEIIIYQQQtSZJBSFEEIIIYQQQgghhBB1JnMoigYTHR2Nt7c3Go0GPz8/tmzZ0txNEkIIIYQQQgghhBANTBKKokHt2rULT0/P5m6GEEIIIW5h8iWnEEIIIUTjkoSiEEIIIYRodeRLTiGEEEKIxiMJRQHAtm3bWLBgAcnJyaSnp7NmzRrGjh1bpc6SJUtYsGABGRkZxMTEsHjxYgYMGODYrygKQ4cORaPR8PzzzzNx4sQmjkIIUVdmq5kT6Xs5nLqZkzlHuFSaxSVzIfmqhTLVytzV/4cL4IEGb0VPG703bdyD6RDQjZ7tR9ExrC96jb65wxBCCHGLUlUVi2rBarNiVa1YbBYsNgtW1YrVZnXss1hNWK0mrDYzNqsZq82MyWzkQvlh9p3VoSgqNpsFq82CarMfY7NZsKoWbNaKR5sVq81SUW694tGKreLRqtqfWyvK7Nu2qvtUGzbVhlW1oqq2K7arPtqwoVbEaEN1PFLxaH+Oo55NtVFuNPLFJ3/GpnBFPVArjlfBfq6KMptasa9ym5+3HfXUK4/Bsc9WeQ2uvibVSmquV1tZlX0q/Gn1/zXI+ZQrfiq3NYBSUaJco0ypKHM8V67avtZzxX4mDWAxW/jw4z+hqTy/oqC5qr5W0aBBQVOxT3PldsVzraJBURS0aFAUjX278tirfux1K+to0CpaFI2moq72irran7c1Wse29sptx6MOBYXU4tMk/ZSDi8EVrUaPRqNDpzWg1RjQag3otHo0Wn3Fcxe0WgNajd5ertjbotPo0CpatBqt/bGiDYpSeaWEEM5OEooCgJKSEmJiYpg2bRrjxo2rtv/TTz8lISGBpUuXMnDgQBYtWkR8fDzHjx8nODgYgB07dtCmTRvS09MZMWIEPXv2pFevXk0dihCiBjbVxrELu9l59FN2Zu3nkKUIcw39NTeTjb2/PgLAgL93I8sFsjByynwZCi5DwWE48zkuKvTS+TA4pB93dnuULuEDpQMohGgQ8iVnw6lMullsFsw2syPpVvncbDVhMZdjtpZhsZRjNpdjsZZjtpRjsRoxW0yYreWYzOUcLzxK0e4fULFisZqx2iwVSTuLfbsiqWdVLVgqEnCWigSbVbViUa1YKpJpVtV2xbb9x4INi6pixYZVVbFg/7GqKlau2Ab7T0P8ydn1cQOcxEnoAJuxYc/ZnH/WK17bzVi1X1Lm0pBritY3NXkTp9cBqqVRXqbZHEpslNPqVNBiT/DqAC1KxQ/oKhKsusoyRVPxaE+yahUNuornGkWDXtGiq/zR2JOYuopkpk6jR6/RoUFLTm4O6YmbMOgM6LQGdBXJT73WgE7jgl5nQKcxoNO5oNO62OtoXdDpXNFrXezlOld0Ojf7c42+4jV06DV69BXb0lcWrY0kFAUAo0ePZvTo0bXuX7hwIdOnT2fq1KkALF26lHXr1rF8+XJeeeUVANq0aQNAWFgYY8aM4cCBA7UmFI1GI0bjz52ewsJCAMxmM2az+aZiqTz+Zs/jLCQe5+bM8VhtVn448y3rD68iqfg0ucoVvVcFvK1Weqg6OrsGE+ERTrh3NL74Ai8C8GmvlyjVlJNbfIlLBamcL7nE8fLLHNZYKdJq2GctYN+lRN67lEigqjDMuzPDu06gT/sx6DTO8efFma/PjZB4nF9jxNSa3p+6aG1fchYUZ7Dt+FdYbCbMFiMWqwmL1YTZVvloxmI1VyT5zJhtlise7Uk5c+VjRWLOrNqwqDb7NjbMqoq5IiFnrki8mQFLQ392Td3TwCesg3rGoFVVdKqKFtCqoENFq4IGe5lGBS1qxaM9aaGlYoSYY1u54tGeuNAoV2xXjiCrSG5oK0aTVT5qHAmNnxMbWqWyTsWoL34eRVY5Ykuj0aBFax+9VjFSS6MoVI5l0ygaqDi/UjFiTVE0qCqkX0onok0EWq22yj6l4vyK43wVzyv2/7xPg6Zi1JtGU/k6lfW0jnoaTcW7pShoFG21i6VcdcEUzdUXUKlx8+fjFKxWKwcPHiI2JgadyQxMAuDr3rNR3d2qHnpVgkZRqiYc7aMzVVTVWvHchn2wpw1bxbaq2kC12UeCqjbHqE6wl6kVI0dxnEutGOVZcRz2Oo59FeeqLLdaLaSePUvbtlEoGsWxD0cb1IrRrBb7o2rFpqoVjzbHo9VmRcWegFdVtepIV2zYbPaEfGWZqtqwVrah8jVU1V63chSr49E+3tV6xShY+z77SFgbYKtI7ltRMdusqBpNRcIfLKjYFBzPrYpif64o2AArChbF/mhVwHqNxJpFAUuVksrxsTVQr3q8URog8/RNnuT67P8mVf4oVzxq0FckSnWKpmLbnhDVa7T2R0WHTmN/1DsSonr0Wn1F4tKAXmtAq+hIz8+gfHcKBp0L+oqk54BO9+HnHdnoMYpbi6La/7UUwkFRlCqjAUwmE+7u7nzxxRdVRghMnjyZ/Px8vv76a0pKSrDZbHh5eVFcXMzQoUNZunQp/fv3r/E15s6dy7x586qVf/TRR7i7uzdGWELcElRV5bLxOKdKtrCXi2Rf0dd3t9noY9LQTQknwrU3eo9eWHUeVY7Xlpdz36OPAvC/Tz7B6upa7TW05mJMpQe5UJ7CEfUSBwwqZZqfO/C+VuinBtHZ7Q5C3fvYPwAJIW5YaWkpjz32GAUFBXh7ezd3c5rU1X0SgIEDB9K/f3/+9re/AWCz2YiMjOTZZ591fMl5pZdeeonu3bszZcqUGl+jpi85IyMjyc7OvqH322w2s2nTJkaOHIler+f4yf8yYd9r9T5PY9GqKnpVRQf2R1VFX5F4s5cr6Cs+6Nof7R92FasNV50eXUVyTFcxGsg+IsieCNM5bmXUoFXsI4G0igatRodWo0WnXPlo/6kcxaPV6O23RF7xXKvVo6ssd9wy6YJWq0dbMWJIq6m4nVJnf1S0OtDoQaMDjbbiUQeKxr6taDFbbWza/B0jR41Cr2/503dc/TvX0lWJx2RC7+dnL8/LAw+P6xztfFr19akpHtWeLEW1gs0CtsrHiueqFdVqxmYzYbWasVZ8yWKzmrDZzPZpCmzmin32aQqsNpN9tLPNhMVqrphKwD7S2mYzY7XaR0zbyyu+jHGMnP55dLalYgS1fYS0/bnZZqW4rASdq6Fi9LQNM1YsquoYOW0fIW2zf1HjGDFtT3zaE6D2hKlFUSrKFCxONhpxRa8XienRMKP1CwsLCQwMvCX7JaIq5xhCIpxadnY2VquVkJCQKuUhISEcO3YMgMzMTB588EEArFYr06dPrzWZCDB79mwSEhIc25Wd91GjRt30P0q33B/tFkbiaRypl39kww/vsz57P2lY7MMtAC+rjRFab0ZFxdOn12T03hHXPI85P9/xPD4+/hod9186npny00g+tJLNFzbznbWQfK2GzVxms3ktAflfM8qnK6O6T6Zn9PAmTy46y/VpKBKP82uMmCpH8Qv7l5zJycnMnj3bUabRaBgxYgS7d+8GqPYl53fffccvf/nL2k7J/Pnza/ySc+PGjTf1JeemTZsAMJaeZEC5Ba1qT9BpKxJ0Wipv29M4trVo7bftVf4olSX2BJ22orZWqThKo0WLvmLOMz0aRYdWsacE7dv2H0UxoFQ8otFhU3SoihabosOmaFE1FY9oq434aixWFaxWMFlv+AxAWcXPDVAUxzVqLVpjPNrycu6r2N6wYUONX3S2FK3x+jQebcXPjV9vLaBVwFB5qmvxveGXAdWGRrWiqNYrHu0JVFU1o6pmbKoZFRM21VKxbUFVLdhUe5rSVvFcVS1YsWJTK+ZvrXxORaIU+xQSVmxYsWLBig37lBGOqSOUikRoZeJTsY8qPXn0LBfTvrmJQH9WWlraIOcRLZ8kFEWDaN++PQcPHqxzfRcXF1xcXKqV6/X6BvsA1pDncgYSj3Nrjngy8lL5Nnkx317azlG13FHuarMRhxujI4dzZ78ZGHzrcXvDFTHo9foq27UeEtSBIcP/yBD+yB+KMtmX/D4bz21ks7WAHK2GjwuP8PHulwnbpeWewFhGx07ntjaDm3QeGfl9c26tLR5o+L9nwq4lfMlZPak8hgdJuO5xzqy1Jf8lHud29QjFStf+otN5terrI/E4naaIR77oFJUkoSiuKzAwEK1WS2ZmZpXyzMxMQkNDm6lVQtya8kqy2HTgfdad28ABa5GjXKeqDLbqGB02mLv7zcA9uFuztE/vFcLguLkMZi6/L7zE7v1LWJ+2mUS1mHQNrMhJZkViMtHouSe4P6P7PE37kN7N0lYhROvkLF9ySqLc+Uk8zk2v16O/Ynauun7R6axa5fWReJxWY8bTmt4ncXMkoSiuy2Aw0LdvXxITEx1zGNlsNhITE5kxY0bzNk6IW0BxeSHfpfyDb878j+9N2VUmsu5rhjFBfRjZ52n8Igc1Yyur03uHM+TuNxjCG5TnnmHH/iV8cyGJbUo5ZzVmlmbtYun6XXTGhdFhd3BP398SEdC5uZsthHBi8iWnEEIIIYRzkISiAKC4uJhTp045tlNTU0lJScHf35+oqCgSEhKYPHky/fr1Y8CAASxatIiSkhLHqs9CiIZltJSz7dAHfHviS7aVX8JYmURUFLqabYzx7co9MU8S2jG+yea7uhmu/u0ZMeodRgAlWT+xZf//Y336LnZqLZxQjJxI/473/vcdvTQe3BMRR3yf3xLsIyvRCSGqki85hRBCCCGcgyQUBQD79+9n2LBhju3KuYQmT57MypUrGT9+PJcvX2bOnDlkZGQQGxvL+vXrq81hJIS4cWXmUnYdXk3iya/5ruQcJZV5QkUh2mxljGd7Rvf4FdFdHwZty/3n2yO4B/eN+X/cBxRc2Efigff5Nms/e3U2DtlKOJS2jgXn/kdfnQ+j245iZJ9n8PMIbu5mCyGaiHzJKYQQQgjh/FruJ1LRoOLi4lCvmKOkJjNmzJBv/4VoYAVleWw9uIzE1PXsMmZQ7hiJCKEWK6Ndwxnd5ZfcFjMJRd9yVzasjU9Ef8ZF9GecqpJ9NomNKf9kfc4hftAr7LcWsv/MF7x5+nNuNwQyut293N17Ol6uvs3dbCFEI5IvOYUQQgghnJ8kFIUQooldyj/DtkMrSTy/hf3mPCxX3M7cxmLlbpcQRrS/l9g+T6Fxrf8Koy2SohDYbhiPtRvGYzYb6ae+ZcOhFXyTf5Sjeg07zTnsPLEK/fEPuN0QxJCIuxjSawrhvu2bu+VCiAYmX3IKIYQQQjg/SSgKIUQjM1vNJJ/6LztOrGF77hHOYPp5p6LQ0WxluEdbRnQeR5cej6G4eDRfY52BRkNY53uZ0vleplgtnD36JesP/5tvi05zRq9luzmb7alreCN1DR0xcFdAT4bc9kti249Cp5E/a0IIIYQQQgjR2OSTlxBCNIJL+ans/OlDtp/fxh5jJqVXrJuiUVViLDDMpzPDu00g6raxoNU3W1udmlZHdI/xPN1jPL82Gzl1+GO2nvya7QUnSdHBKcXEqZxkVuxMxmvHy9zh1obbI+7i9m6P0savQ3O3XgghhBBCCCFaJUkoCiFEA8guzuCHU1+xNy2JvUVnOa9Yft6pQIDVyp0ab+4MHcigHhPxadO/RazO7EwUvQudYqfQKXYKT6oqBRf2svOnD9mWsZcdajEFWi3ryy+y/tQncOoTIlQdA73a4VPWhryyAQTrw5o7BCGEEEIIIYRoFSShKIQQNyC/LIf9x77k+9RN7M47wf/9x/bzTgW0qkovC9zp1Z47O4zhtu6PonHzbbb2tjqKgk/kQMZEDmQMYC25zI+H/s3Os5vYU5LGIR1cUCxcKD4JnGT5miRuU1wZ4NuFPm2H0bvTA/i7BzV3FEIIIYQQQgjRIklCUQghrkNVVc5mHyHl5H9JSd9DSnFa1XkQdaCoKrdZbAx0C6N/2O307TYej5CeMgqxiWg9gogd9AKxg17gt6pKSeaPJB/+hN2XdvN9eQanDDqOqeUcyzvIqryDkLKIdujp49mWPm3uoHeXsUT4dkCR6yWEEEIIIYQQ1yUJRSGEuEq5pZwj55L44cx6UrIPkWLMJl+pvuJoR7OV/oYgQk3BPDB8JoFtB4NG0wwtFlUoCh6hvRgS2otBZjPfrPsft3f3JPnU1+y/nMIPplxO6bWkYia1+BRfHj8Fxz8gWNXQ2y2MXkEx9Iwezm2Rd+Kmd2/uaIQQQgghhBDC6UhCUQhxSzPbzJxKT+an1I0czkrhSPF5TtrKsFw5Uk0Bg02lhxVi3cPoHdyPmI5j8IschNmm8s033+ATMVCSic5K0eAfHceYTiMZA2Czkn/+e1JO/o8Dmfs4UJbOYZ1ClmJjQ/lFNpy/COe/QauqdNK40cMzip4hfenRPp4OIbFoNdrmjkgIIYQQQgghmpUkFIUQtwyLzUJq1o8cTt3ITxnJHCk6x3FbKaar73JVFAKsVnrjSqx3B2Ij7qBbl1+g92tX/aQ2c5O0XTQgjRbftncQ1/YO4gBUlbLs4/x0fC0/XNzFj8Xn+VExkqPV2m+TLjrBF0Un4NTHuKnQTedNN+92dA3pTZe2w2gX3BO9RlbpFkIIIYQQQtw6JKEohGiVCsryOHFhB8cv7OJEzlFOlF7ilK0MY7XkIXhZbXRTtfRwC6V7QA+6t40jLHoYiqtXs7RdNDFFwS3oNvoHvUL/iiLVWEzm2a38eDaRn3J+5KfSDH7S2ijVaEi2FpKcdxDyDsKxlRhU6Khx4zaPcLoE9OC2qDvpEnEnHgbPZg1LCCGEEEIIIRqLJBSFEC2axWbhXPYRTqRt5XjGAU4UnuW4KZcsxVa9sgLuNhvdrBq6uwXT3b8b3aOGENluOIq7f9M3XjgtxcWT0C73EtrlXkZWlFmLszh7egOH0rZyLP8kx4w5HNeqlGg0HFHLOFJ8GopPw7mvAYhCR2eXQDp4R9MxOIYOEXcSHdQdvVZGMwohhBBCCCFaNkkoCiFahHJLOWezDnHm4vecyf6JMwVnOWPM4ZxqwlLDqEOANhYLnRVXOruF0sW/K53bDCQiOg6tZ0iTt1+0fFrPYDrEPE6HmMcdZbaSbC6e28bxCzs5mnOE42UZHFONZOq0pGEhzZjB5ssZcPl7OPx3dKpKlOJCB5cAOvq0o0NwLB0iB9M2sJvcNi2EEEIIIYRoMSShKIRwKgXlBZzNTObMxT2cyTnKmaLznDHlcxEzqnJ15hBQwM1mo7MVOhv86OwdTZfg3nSMGopXWAzIaDDRiDQegUR2G0dkt3GMqCy0GMm7uI9j57Zw8vJPnC4+zylzAae1UKLRcAYTZ4zpbMpKh6xd8NP/Q6eqtFVciHbxp61nG6L9uxAd2pe2oX3wcwtAqel3XwghhBBCCCGaiSQUhRBNrsxWyk/nt3Mp50fSco6RVnSetPJs0qyl5Ctq9QMU+398rFba2zS013vTzrMNHfy70j6sH6ERg9B4BjV1GELUTOeCX9s7GdT2TgZdUayW5pJ54XtOXfye07lHOV18gdPmQk5poVSj4TQmThszwJgBOclw8iMAvFRop/WgrWsgkV5RlBdpOZERQrvQXrjr3ZsnRiGEEEIIIcQtTRKKQogGp6oqeeW5XLx8mLTMH6okDc9ZSylQVNhew4EVg7CCLVbaqzrau/jR3iuK9oHdad9mIP5hfVFcvZs0FiEaiuLuT2jnMYR2HsOdV5SrJTlkXNjN6Ut7OZd3krMlFzlnyucsZtJ1OooUOGQr4VBpCZSeA2D5d0kABKsaIrQeRLgFEOEZSYRfRyKDexIRHEOAe5CMbBRCCCGEEEI0CkkoCiHqTVVVCo2FXMw5yqWsQ1zMPcnFojQulV7mormAi6qJstryGBXlQRYrUaqWKL0nUe6hRHlH0zawO5Hh/XAP6go6lyaLR4jmpHgEENblPsK63Fcl0YjVTHn2CdIu7eVs1o+cKzjD2dIMzpgKSdNBoVZLlmIjy1bEgZIiKDkLmdvhmP1wVxUiFAMRBh8i3EOJ8IkmIuA2IkL7EO7XATedWzNEK4QQQgghhGgNJKEohKhGVVXyy/PIyD1BevYRLuWe5GLhOS6WZnHRlM8l1UjxtQY+OUYaWohUdVWShm38b+Pc6XJG/nIaejevJolHiBZJq8c1pDudQ7rTuaLIbDbzzTffMGbEEIov/8SFzINcyD3OhaLznC/L4oK5iAuKhQytlnJF4RQmTpkug+ky5P8I5/7rOL2fqhCqcSXc4E2YWzChXhGE+3YgLLAboYFdCZC5G4UQQgghhBC1kISiELcY++jCAjLyT5N5+SgZ+afJKEwjszSLDGMeGdYSMlULxjokDP2tViJsCuFaN9q4+BPuEUaETzThgV0JC47Bxb99tZGGZrOZU5e+AZ1r4wUpRGtn8MQv+i78ou+i59X7rBbM+alcyviBC5ePcCH/NBdK0rlgzOOCrYzzWoUSjYY8RSVPLeOosQyMmfaE4/krXkKFMEVPqM6DcJcAwjzDCPVuS1hAZ4IDuhLiE4WH3qMpoxZCCCGEEEI4CUkoCtGKWG1W8spzuZx3mst5p8nKTyWjKI2MkkwyjblkWErIVM21345c6YqEYagN2mjcaOPiSxuPMMK92xIR0I2wkF64BXQEvdw2KYRT0erQB3SibUAn2tawWy3NozDnGBmXj5Ced4pLhWlklGaSbson3VpGumLjslaLSVE4h5lzlnyw5EPJacjcASd/PpenCsGKgWCdO8EufoS4BRHs1YZgn2hC/LsQ7N8Jf7cAtBptEwUvhBBCCCGEaAqSUBSiBbCqVi6XZJFXfI7svFNkFZwluzidrNIsso15XDYXc9lmJAcb1jomC/0qkoUhigshei9C3QII8Qgl1Lstof6dCQnshsGvrSQMhWhlFHc/fNwH4RM5iC41VbCYMOefJTPrMOm5x0kvSCW9+BLp5bmkW4pIV81kaTWUaDQUK1CMiTMWU0XSMRWyq55Oq0IgGkK0bgTrvQh2DSDYI5Rg70h8PSLINmWSV5ZLoC4IjaJpgndACCGEEEIIcbMkoShEM1FVlWJzMTnF6eTmnyEn/xy5xelkl6RzuTSLy8Z8LltKuGwzkosV29fXyRRW7FZUlQCrjSAVghQDoXpPQlz8Ca24XTHEvyMhgd1w9WsHBrldUQhxFZ0BfWBnIgI7E1HTflWF8nxKcs+QmXOMrPxUsorOk1UxEjrLXEyWzUiWYiNbq8WqKGRiI9NWAsYSMGZAwWG49PMpF635J1oV/NEQqDEQoPMg0OBDoFsAgR6hBHhFEOgTTaBfBwK92uCh95D5HYUQQgghhGhGklAUogFZbBbyy/PIKUwjJy+V3KIL5BRfIrc0i5zyPHJNheRYSsi1mcjFiqkun4cV+380qkqg1UqgqhCkGAjSeRDk4kuQWxBBHmEE+UQS5NcBf79O6LzDQS9zFAohGoGigJsfHm360r5NX9rXVs9iwlJ4kZyc42TlniKr8BxZxZfIKssmy1TAZWsp2aqZHI1CnkaDVVG4jI3LajmYy8GcAyVnqo14BPsK1gHoCNS6EKj3ItDFFz9Xf/zcg/D3DMffqw1+Pm3x94rA19VPbrkWQgghhBCigUlCUTSI/Px8RowYgcViwWKxMHPmTKZPn97czbppZquZ/PI88ooukl+YRl7RJfJLMskvyyavPIdcYz45piJyrWXkqGbysaHWZdTMFVU8bDb8rTYC0OKvMRCgcyfIxZfgikShn2cEZ0/lMnLUo7j6RYHO0HgBCyFEQ9EZ0Pm3I8S/HSG1VDGbzWz43xruHtyL4qJzZOenkl14npySDLLLssk25pNtLiHbVk4OVrIrbrUuV+AiFi7aLD+Peiys+TUUVcUHDf6KHj+tK/46D/xdfCQBKYQQQgghxE2QhKJoEF5eXmzbtg13d3dKSkro0aMH48aNIyAgoLmb5mCxWSgozye/JIO8gjTyiy6QV5JBfmk2eeW5FBgLyDMXk28pJc9mIh8LxfW5o65iJKGiqvjZbPjbIEDR4a9xIUDvSYDBB3+3AALcQ/D3DCPApy1+vu1w84kAV1/7qJ8amM1mzmR8g9a3Lej0DfBOCCGE87BqXND7dyA45DaCr1Wx4lbr0vw0cvJOk1NwjuyiC2SXZpJdlkOeuYg8S1nFCHALeRqFAo0GVVHIRyUfE1hNYC0EY/p1E5B+ig4/rSt+Og989Z74uPjg5xaAj1sQfp5h+HqF4+MdiZ9HKF4GL0lCCiGEEEKIW4okFEWD0Gq1uLu7A2A0GlFVFVVVm609B3KWsfHzRRRYy8i3mchTLRQq9WjPFbk9jariY7Pha1PxQ4uvxoCf1g0fvQcBLn72JKFnGP6ebQjwjcbXtx06r1BZzEQIIRpSxa3W7m5+uIfFEHm9+qYSLEWZ5OefJa/IPsI8tySD3LJs8srzyTUXkmcpI8dmIq8iAZmv1V6RgDSTajWDtQiMQPE1mlaRhPRVdPhoDBhMcDlxI0/es6QB3wAhhBBCCCGchyQUBQDbtm1jwYIFJCcnk56ezpo1axg7dmyVOkuWLGHBggVkZGQQExPD4sWLGTBggGN/fn4+Q4cO5eTJkyxYsIDAwMAmjuJn561p7DNbfy64IkHoY7XiZ1PxQYufosdXVzECxeCDn6sfvm6B+HmE4OsVjp93JF7eEWjcA8Hg3vSBCCGEuDEGD3QB7QkMaE+d/hqZSrAUZZCff468ojRyiy6SV5JFQXkuecZ8CszF5JlLyLcZKVAt5GGjQKuhuMooSDPYzKADn6yURg5QCCGEEEKI5iMJRQFASUkJMTExTJs2jXHjxlXb/+mnn5KQkMDSpUsZOHAgixYtIj4+nuPHjxMcbL9JzdfXl4MHD5KZmcm4ceN4+OGHCQmpbeasxnWHtgf3+OgI8AjC1yPEfnuadwTe3lHoPINB717rLcZCCCFuQQYPdAEdCAzoULcEpM0GxkLMxRkUFF4kv+giecWXyCvO5ETaMXp0GdTYLRZCCCGEEKLZSEJRADB69GhGjx5d6/6FCxcyffp0pk6dCsDSpUtZt24dy5cv55VXXqlSNyQkhJiYGLZv387DDz9c4/mMRiNGo9GxXVhon8zKbDZjNptvKhaz2UxgwCOMHDkSvb7qnIMqYAawWG7qNZpS5ftxs++Ls5B4nJvZbEZ/xXNaeFyt8fpc+djStfh4dB7g2wEf3w74AG2xx1K2aRMD+o9ssLha7PsjhBBCCCFaLUkoiusymUwkJycze/ZsR5lGo2HEiBHs3r0bgMzMTNzd3fHy8qKgoIBt27bxzDPP1HrO+fPnM2/evGrlGzdudMzFeLM2bdrUIOdxFhKPc2st8WjLy7mv4vmGDRuwuro2a3saSmu5PpUkHufXkDGVlpY22LmEEEIIIYRoCJJQFNeVnZ2N1WqtdvtySEgIx44dA+DcuXM89dRTjsVYnn32WXr27FnrOWfPnk1CQoJju7CwkMjISEaNGoW3t/dNtddsNrNp06YaRyi2RBKPc2t18eTnO57Hx8eDh0fzNaYBtLrrI/E4vcaIqXIUvxBCCCGEEM5CEoqiQQwYMICUlJQ613dxccHFxaVauV6vb7APYA15Lmcg8Ti3VhPPFTHo9foq2y1Zq7k+FSQe59fQf89E3eXn5zNixAgsFgsWi4WZM2cyffr05m6WEEIIIUSrIglFcV2BgYFotVoyMzOrlGdmZhIaGtpMrRJCCCGEqM7Ly4tt27bh7u5OSUkJPXr0YNy4cQQEBDR304QQQgghWg1NczdAOD+DwUDfvn1JTEx0lNlsNhITExk0SFaxFEIIIYTz0Gq1jvmYjUajYzoWIYQQQgjRcCShKAAoLi4mJSXFcdtyamoqKSkppKWlAZCQkMA///lPPvjgA44ePcozzzxDSUmJY9VnIYQQQoiGsG3bNu6//37Cw8NRFIW1a9dWq7NkyRKio6NxdXVl4MCB7N27t8r+/Px8YmJiiIiI4KWXXiIwMLCJWi+EEEIIcWuQhKIAYP/+/fTu3ZvevXsD9gRi7969mTNnDgDjx4/n7bffZs6cOcTGxpKSksL69eurLdQihBBCCHEzSkpKiImJYcmSJTXu//TTT0lISOC1117jwIEDxMTEEB8fT1ZWlqOOr68vBw8eJDU1lY8++qjatC1CCCGEEOLmyByKAoC4uLjr3g40Y8YMZsyY0UQtEkIIIcStaPTo0YwePbrW/QsXLmT69OmOuySWLl3KunXrWL58Oa+88kqVuiEhIcTExLB9+3YefvjhGs9nNBoxGo2O7cpVtc1mM2azud7trzzmRo51Vq0tJonHuVWJx2xGf2V5C4yxVV+fVkDiufHXEEISikIIIYQQokUwmUwkJycze/ZsR5lGo2HEiBHs3r0bsC8a5+7ujpeXFwUFBWzbto1nnnmm1nPOnz+fefPmVSvfuHGjYy7GG7Fp06YbPtZZtbaYJB7ntmnTJrTl5dxXsb1hwwasrq7N2qab0RqvT2si8dRdaWlpo51btCySUBRCCCGEEC1CdnY2Vqu12pQrISEhHDt2DIBz587x1FNPORZjefbZZ+nZs2et55w9ezYJCQmO7cLCQiIjIxk1ahTe3t71bqPZbGbTpk2MHDkSvV5//QNagNYWk8Tj3KrEYzI5yuPj48HDoxlbdmNa9fWReJxOU8RTOZJfCEkoCiGEEEKIVmPAgAGORebqwsXFBRcXl2rler3+pj6M3ezxzqi1xSTxODe9Xo/+iimZ9Ho9tOD4WuX1kXicVmPG05reJ3FzZFEWIYQQQgjRIgQGBqLVaqstspKZmUloaGgztUoIIYQQ4tYjCUUhhBBCCNEiGAwG+vbtS2JioqPMZrORmJjIoEGDmrFlQgghhBC3FrnlWQghhBBCOI3i4mJOnTrl2E5NTSUlJQV/f3+ioqJISEhg8uTJ9OvXjwEDBrBo0SJKSkocqz4LIYQQQojGJwlFIYQQQgjhNPbv38+wYcMc25ULpkyePJmVK1cyfvx4Ll++zJw5c8jIyCA2Npb169dXW6hFCCGEEEI0HkkoCiGEEEIIpxEXF4d6xUIMNZkxYwYzZsxoohYJIYQQQoiryRyKQgghhBBCCCGEEEKIOpOEohBCCCGEEEIIIYQQos4koSiEEEIIIYQQQgghhKgzSSgKIYQQQgghhBBCCCHqTBKKQgghhBBCCCGEEEKIOpOEohBCCCGEEEIIIYQQos4koSiEEEIIIYQQQgghhKgzSSgKIYQQQgghhBBCCCHqTBKKQgghhBBCCCGEEEKIOpOEohBCCCGEEEIIIYQQos4koSiEEEIIIYQQQgghhKgzSSgKIYQQQgghhBBCCCHqTBKKQgghhBBCCCGEEEKIOpOEohBCCCGEEEIIIYQQos4koSgazIMPPoifnx8PP/xwczdFCCGEEEIIIYQQQjQSXXM3QFSXn5/PmjVr2L59O+fOnaO0tJSgoCB69+5NfHw8gwcPbu4m1mjmzJlMmzaNDz74oLmbIoQQLYKqqlgsFqxWa53qm81mdDod5eXldT7GmbW2eODGY9Jqteh0OhRFacTW1V9L7ZMIIYQQQojGJQlFJ3Lp0iXmzJnD6tWrCQ8PZ8CAAcTGxuLm5kZubi5btmzh7bffpm3btrz22muMHz++uZtcRVxcHElJSc3dDCGEaBFMJhPp6emUlpbW+RhVVQkNDeX8+fNOl3i6Ea0tHri5mNzd3QkLC8NgMDRS6+qupfdJhBBCCCFE45KEohPp3bs3kydPJjk5mW7dutVYp6ysjLVr17Jo0SLOnz/PrFmzGuS1t23bxoIFC0hOTiY9PZ01a9YwduzYKnWWLFnCggULyMjIICYmhsWLFzNgwIAGeX0hhLiV2Gw2UlNT0Wq1hIeHYzAY6pR8stlsFBcX4+npiUbT8mctaW3xwI3FpKoqJpOJy5cvk5qaSqdOnZr9/WjOPokQQgghhHB+klB0IkeOHCEgIOCaddzc3JgwYQITJkwgJyenwV67pKSEmJgYpk2bxrhx46rt//TTT0lISGDp0qUMHDiQRYsWER8fz/HjxwkODm6wdgghxK3AZDJhs9mIjIzE3d29zsfZbDZMJhOurq7NnnBqCK0tHrjxmNzc3NDr9Zw7d85xfHNqzj6JEEIIIYRwfpJQdCIBAQEYjUZcXFzqXL+hjB49mtGjR9e6f+HChUyfPp2pU6cCsHTpUtatW8fy5ct55ZVX6v16RqMRo9Ho2C4sLATsc0+ZzeZ6n+9Klcff7HmchcTj3FpjPPorntPC43LW62M2m1FVFbAnoOqq8hhVVet1nLNqbfHAzcekqipmsxmtVusoa47f3+bskwghhBBCCOcnCUUn4+Pjw6BBgxg2bBjDhg3j9ttvR6/XX//ARmQymUhOTmb27NmOMo1Gw4gRI9i9e/cNnXP+/PnMmzevWvnGjRvrNVrnWjZt2tQg53EWEo9zay3xaMvLua/i+YYNG7A28yiphuJs10en0xEaGkpxcTEmk6nexxcVFTVCq5pPa4sHbiwmk8lEWVkZ27Ztw2KxOMrrM89mQ3LGPokQQgghhHAOklB0MkuXLiUpKYnly5czd+5c3NzcGDx4MHfffTfDhg2jf//+VUYtNIXs7GysVishISFVykNCQjh27Jhje8SIERw8eJCSkhIiIiL4/PPPGTRoUI3nnD17NgkJCY7twsJCIiMjGTVqFN7e3jfVXrPZzKZNmxg5cmSr+OAj8Ti3VhdPfr7jeXx8PHh4NF9jGoCzXp/y8nLOnz+Pp6dnvW5tVVWVoqIivLy8nGYRk7vvvpuYmBjefffdeh97ZTyvv/46X3/9NQcOHKjz8RkZGUyaNIndu3ej1+vJzc2tsV5SUhLDhw8nJycHX1/ferezPm7mGpWXl+Pm5saQIUOq/F5UjuJvas7YJxFCCCGEEM5BEopOZsqUKUyZMgWAM2fOkJSUxNatW1m6dCn/93//h4eHB3fddRfr1q1r3obWYPPmzXWu6+LiUuNtVHq9vsE+9DfkuZyBxOPcWk08V8Sg1+urbLdkznZ9rFYriqKg0WjqNc9e5S20lcc6ixttz5XxVCbf6nOe9957j4yMDFJSUvDx8an12DvvvJP09HT8/PwaPRF7M9dIo9GgKEq139fm+t1tyX0SIYQQQgjRuCSh6MTat29P+/btmTZtGqmpqSxbtozFixezfv36Jm1HYGAgWq2WzMzMKuWZmZmEhoY2aVuEEEK0LqqqVrm9tz5Onz5N37596dSpU611zGYzBoNB/l7dJGfpkwghhBBCCOfgPMMbRBVpaWl88MEHTJ06lXbt2tGrVy/27NnDrFmz2LJlS5O2xWAw0LdvXxITEx1lNpuNxMTEWm9pFkII0fqUlJQwadIkPD09CQsL45133qlW58MPP6Rfv354eXkRGhrKY489RlZWlmN/UlISiqLw7bff0r9/f0JCQtixY0e185w+fZr27dszY8YMx0InV4qOjubLL79k1apVKIriGEmnKArvv/8+DzzwAB4eHrzxxhuO18yvuKV/5cqV+Pr6smHDBrp27Yqnpyf33HMP6enpjvNbLBaee+45fH19CQgI4OWXX2by5MmMHTvWUcdmszF//nzatWuHm5sbMTExfPHFFzf47jovZ+qTCCGEEEII5yAjFJ3MtGnTSEpKIjc3lzvuuIO77rqLp556iv79+6PTNd7lKi4u5tSpU47t1NRUUlJS8Pf3JyoqioSEBCZPnky/fv0YMGAAixYtoqSkxLHqsxBCiBunqiplZut169lsNspMVnQmS4Pd8uym19b5NuCXXnqJrVu38vXXXxMcHMyrr77KgQMHiI2NddQxm8388Y9/pEuXLmRlZZGQkMCUKVP45ptvqpzrlVde4S9/+QvBwcFERkaybds2x75Dhw4RHx/PE088wZ/+9Kca27Jv3z4mTZqEt7c37733Hm5ubo59c+fO5a233mLRokXodDrOnDlT7fjS0lLefvttPvzwQzQaDb/61a+YNWsWq1evBuDPf/4zq1evZsWKFXTt2pX33nuPtWvXMmzYMMc55s+fz7///W+WLl1Kp06d2LZtG5MmTeLLL79k9OjRdXpPnVlz9UmEEEIIIYTzk96gk1m5ciVRUVH8/ve/Z/jw4fTu3btJJt7fv39/lQ9JlQumTJ48mZUrVzJ+/HguX77MnDlzyMjIIDY2lvXr11dbqEUIIUT9lZmtdJuzoVle+8jr8bgbrt8dKC4uZtmyZfz73/9m+PDhAHzwwQdERERUqTdt2jTH8/bt2/PXv/6V/v37U1xcjKenp2Pf66+/zsiRIyksLKyyGNeuXbu47777+P3vf8+LL75Ya3uCgoJwcXHBzc2t2u3Mjz32WJUvvGpKKJrNZpYuXUqHDh0AmDFjBq+//rpj/+LFi5k9ezYPPvggAH/729+qJEWNRiNvvvkmmzdvdozWb9++Pdu3b2fFihWtIqHYXH0SIYQQQgjh/CSh6GSOHj3Kli1bSEpK4p133sFoNHLnnXcydOhQ4uLi6NOnT6NMxB8XF1fjLWVXmjFjBjNmzGjw1xZCCOH8Tp8+jclkYuDAgY4yf39/unTpUqVecnIyc+fO5eDBg+Tl5TkWKUlLS6Nbt26Oev369av2GmlpaYwcOZI33niD559//obbWtO5r+bu7u5IJgKEhYU5bs0uKCggMzOTAQMGOPZrtVr69u3riOfUqVOUlpYycuTIKuc1mUz06tXrhtvuTJqrTyKEEEIIIZyfJBSdTJcuXejSpQtPP/00AEeOHGHr1q1s2bKFt99+m/Lycu68807+97//NXNLhRBCNBQ3vZYjr8dft57NZqOosAgvb68GveW5oZSUlBAfH098fDyrV68mKCiItLQ04uPjMZlMVep6eHhUOz4oKIjw8HA+/vhjpk2bVmXkYn3UdO6rXb1ysqIo1/1i7UrFxcUArFu3jjZt2jjKbTZbtVhbKumTCCGEEEKI2khC0cl169aNgIAA/Pz88PPz45NPPuHbb79t7mYJIYRoQIqi1Om2Y5vNhsWgxd2ga/KRYR06dECv17Nnzx6ioqIAyMvL48SJEwwdOhSAY8eOkZOTw1tvvUVkZCRgn1Kjrtzc3Pjf//7HmDFjiI+PZ+PGjXh5eTV8MNfh4+NDSEgI+/btY8iQIQBYrdYq80V269YNFxcX0tLSHPGD/RoVFhY2eZubQkvqkzz44IMkJSUxfPjwVrlQjhBCCCFEc5OEohPKysoiKSnJcZvRiRMnMBgMDBgwgBdeeKHKXIdCCCFEU/D09OSJJ57gpZdeIiAggODgYH7/+99XSWxGRUVhMBhYvHgxTz/9ND/99BN//OMf6/U6Hh4erFu3jtGjRzN69GjWr19fZe7FpvLss88yf/58OnbsyG233cbixYvJy8tzzCHo5eXFrFmzeOGFF7DZbNx5550UFBSwY8cO9Ho9v/71r5u8zY2hpfZJZs6cybRp0/jggw+auylCCCGEEK2SJBSdTNeuXTlx4gQ6nY7+/fvz8MMPExcXxx133IGrq2tzN08IIcQtbMGCBRQXF3P//ffj5eXFiy++SEFBgWN/UFAQK1eu5NVXX+Wvf/0rffr04e233+aBBx6o1+t4enry7bffEh8fz7333ss333xTp9uYG9LLL79MRkYGkyZNQqvV8tRTTxEfH49W+/Mt4n/84x8JCgpi/vz5nDlzBl9fX3r37s1zzz3XpG1tLC25TxIXF0dSUlJzN0MIIYQQotWShKKTGTt2LMOGDePOO+/E3d29uZsjhBBCOHh6evLhhx/y4YcfOspeeumlKnUmTJjAhAkTqpRdOTfhlYuAVS5wAjB37lzmzp1b5bV27tx5zfasXbu2WllN8yBevfDYlClTmDJlSpU6Y8eOrVJHp9OxePFiFi9e7Ghr165d+eUvf+mooygKM2fOZObMmY6y1nTLc3P1SbZt28aCBQtITk4mPT2dNWvWMHbs2Cp1lixZwoIFC8jIyCAmJobFixdXWURHCCGEEEI0LkkoOpn58+c3dxOEEEKIW965c+fYuHEjQ4cOxWg08re//Y3U1FQee+yx5m5ak2muPklJSQkxMTFMmzaNcePGVdv/6aefkpCQwNKlSxk4cCCLFi0iPj6e48ePExwc3AwtFkIIIYS49UhC0Ym89dZbzJw5Ezc3t+vW3bNnD9nZ2dx7771N0DIhhBDi1qLRaFi5ciWzZs1CVVV69OjB5s2b6dq1a3M3rUk0Z5+kcv7M2ixcuJDp06czdepUAJYuXcq6detYvnw5r7zySr1fz2g0YjQaHduVI0zNZjNms7ne56s85kaOdVatLSaJx7lVicdsRn9leQuMsVVfn1ZA4rnx1xBCEopO5MiRI0RFRfHII49w//33069fP4KCggCwWCwcOXKEHTt28O9//5tLly6xatWqZm6xEEII0TpFRkZe95br1sxZ+yQmk4nk5GRmz57tKNNoNIwYMYLdu3ff0Dnnz5/PvHnzqpVv3Ljxpm713rRp0w0f66xaW0wSj3PbtGkT2vJy7qvY3rBhA1Ynn7/1Wlrj9WlNJJ66Ky0tbbRzi5ZFEopOZNWqVRw8eJC//e1vPPbYYxQWFqLVanFxcXH8T9u7d2+efPJJpkyZ4vQTogshhBCiZXLWPkl2djZWq5WQkJAq5SEhIRw7dsyxPWLECA4ePEhJSQkRERF8/vnnDBo0qMZzzp49m4SEBMd2YWEhkZGRjBo1Cm9v73q30Ww2s2nTJkaOHIler7/+AS1Aa4tJ4nFuVeIxmRzl8fHx0MQLdDWEVn19JB6n0xTxtJa5osXNk4Sik4mJieGf//wnf//73zl06BDnzp2jrKyMwMBAYmNjCQwMbO4mCiGEEOIW0JL7JJs3b65zXRcXF1xcXKqV6/X6m/owdrPHO6PWFpPE49z0ej36KxbL0uv10ILja5XXR+JxWo0ZT2t6n8TNkYSik9JoNMTGxhIbG9vcTRFCCCHELcyZ+iSBgYFotVoyMzOrlGdmZhIaGtpMrbq2glIzH35/Fl93A77uevzcDfi46R3P3Q1aFEVp7mYKIYRowWw2lSKjhezCUs4Xw45TOZSYbRSUmckvNTO+fySBntW/PBPiZkhCUQghhBBCtAgGg4G+ffuSmJjI2LFjAbDZbCQmJjJjxozmbVwtLhWU8fbGE7Xu12sVe7KxIslY7XlF4tHXTY9P5XN3PW56SUQKIURrZLLYyC81kVdqJq/UdNVzM3kl9u38UhO5FWUFZWastsoRvTr4MbnKOQd1CJCEomhwklAUQgghhBBOo7i4mFOnTjm2U1NTSUlJwd/fn6ioKBISEpg8eTL9+vVjwIABLFq0iJKSEseqz87G3aDll/0iyC81k19m/wCYX2ofMWKy2jBbVS4XGblcZLz+ya7gotMQ4GEgwNMFfw9DxXMD/h4uBHjat/09DARW7JeRkEII0TxKTRZyik1kFxvJKTaRU2Ik+4ptR6Kw1EReiYkSk/WGX8tNr8GgWAn188KnYkS8j5seb1dJ/YiGJ79VQgghhBDCaezfv59hw4Y5tisXTJk8eTIrV65k/PjxXL58mTlz5pCRkUFsbCzr16+vtlCLs2gb4MFfHo6pVq6qKmVmqyO5mF9qqkg42j9UFlQkH/NKzRRUjkypKDNbVYwWG5cKyrlUUF6ndrjoNI7koj3xaHAkJIO9XAj2ciXIy/7c110vyUchhKiFzaaSV2rickVCMPuqx8qEYU6Jfbv0BhKEigK+bj+PSrc/GvBz1+PnYcCv4rmvuwE/j5/raVQb33zzDWPGDJa5DkWjk4SiEEIIIZxSUlISw4YNIy8vD19f3+ZujsOUKVPIz89n7dq1zd2UVikuLg71ioUYajJjxgynvcW5rhRFwd2gw92gI9zXrc7HqapKqclKbomJ3JKfP7DmVGxnFxvt5cU/bxstNowWGxfzy7iYX3bd1zBoNQR5uTh+Aj305KcrFO2/QKiPO8He9gRkoKcBnVZzM2+DEEI4DZtNJafERFZROVmFRsdjpuPRyOXCcrKKjFhs1/47dTWDTkOQp30EeaCni+MLnQAPQ0WC0J4c9K947u2qR6Op/xc7ZrOt3scIcaMkoeiEzGYzbm5upKSk0KNHj+ZujhBCCNHo4uLiiI2NZdGiRc3dlOt67733qiS8WlLb60v6JM5HURQ8XHR4uOiI9He/bv3KBGTlqJnKZGNOiYmcYiPZxUYuFxsrPjwbKSiz34pdPfmo5dsLR65qCwR4GAj2ciXMx5UwX1fCfNzszyseQ31ccdVrG/hdEEKI+ik3W8koKOdSfhmXCspJzy8jo7CcjIIyTp7X8ubhreQUm+qVKLRPK2EgwKOGRGHFdqCnfdtDpp0QrZAkFJ2QXq8nKioKq/XG504QQgghWgKTydTcTag3Hx+f5m5Ck5E+Sct3ZQIyKuD6Cchys5XsYntyMavQyOUi+wfuA0dO4eIbTHaJictF9tv5rDa1Yh4wE0fSC2s9p7+HoSLJaE80hvq4Eu7rSqi3G2183QjzdUUvIx2FEDfIYrWRWWQk/YpkoSNxWFBGen45OSXX6m8ogH0eW/sXJfbpH0IqRmMHe7sQ7O1aUWZ/DPR0waCTf7fErU0Sik7q97//Pa+++ioffvgh/v7+zd0cIYQQgri4OHr16oWrqyv/+te/MBgMPP3008ydO9dRJy0tjWeffZbExEQ0Gg333HMPixcvdsxvN3fuXNauXcuMGTN44403OHfuHI8//jhbt25l69atvPfee4B9IY5KycnJvPzyyxw5coTY2FhWrFhBly5dam3nhQsXeOmll9iwYQNGo5GuXbuyZMkSBg4cyOnTp0lISOD777+npKSErl27Mn/+fEaMGAHAq6++SmJiInv27KlyzpiYGB566CHmzJlT5ZbnKVOmVGt7SkoKDz30EE8//TSzZs1ynCMlJYXevXtz8uRJOnbseHMXowlJn+TW4qrXEuHnToTfz8lHs9nMN8YTjBnTxzEnl9Wmkltxa2BmYTnpBeUVo3/KySi0f4C/VFBGudnmuD378KWak44aBcJ83Gjj50aknzsRfm5E+v/8GOrtivYGbv0TQrQOVptKZmE553NLOZ9XVvFYyoXcMs7nlZJZWE5dBha66bWE+boS7hhJ7Uqgp5604z8xOm4wbfw9CfA0yBccQtSRJBSd1N/+9jdOnTpFeHg4bdu2xcPDo8r+AwcONFPLhBBCNDhVBXPp9evZbPZ6Ji1oGqizq3e3fx1fRx988AEJCQns2bOH3bt3M2XKFO644w5GjhyJzWbjF7/4BZ6enmzduhWLxcJvf/tbxo8fT1JSkuMcp06d4ssvv+SLL76grKyM7t27c/LkSXr06MHrr78OQFBQEGfPngXsCa133nmHoKAgnn76aaZNm8bOnTtrbF9xcTFDhw6lTZs2/Oc//yE0NJQDBw5gs9kc+8eMGcMbb7yBi4sLq1at4v777+f48eNERUUxceJE5s+fz+nTp+nQoQMAhw8f5tChQ3z55ZfVXu+9997jxIkTjrbbbDZcXFyYOnUqK1asqJJQXLFiBUOGDGlRyUSQPomomVajOOZY7B5e86hdVVUpKDOTXjlKqKCc9PyK5GNF0vFiflmV+R33puZWO49OoxDu62ZPMFYkHKMC3IkO8CA60AMfN1l4QIiWrqDMzLmcEtJySzlfkSg8n2v/uZhfhtl67YyhXqsQWjEKOtzHlTBfN8J9K577uBHu64qPW/UFp8xmM99c/pFeET6yiIkQ9SQJRSc1duzY5m6CEEKIpmIuhTfDr1tNA/g29Gu/egkMHtevV6FXr1689tprAHTq1Im//e1vJCYmMnLkSBITE/nxxx9JTU0lMjISgFWrVtG9e3f27dtH//79AfttzqtWrSIgIIDCwkK8vb0xGAy4u7sTGhpa7TXfeOMNhg4dCsArr7zCvffeS3l5Oa6urtXqfvTRR1y+fJl9+/Y5RtNdmcCLiYkhJubnFXf/+Mc/smbNGv7zn/8wY8YMunfvTkxMDB999BF/+MMfAFi9ejUDBw6sMRHo4+NTpe02m43CwkImT57Ma6+9xt69exkwYABms5mPPvqIt99+u87vtbOQPom4UYqi4FuxMmnXMO8a66iqyuViI+dzy7iQV8qFPPtjZULhUkUiIS23lLTcUiCn2jkCPAxEB3oQHeBBu0B3x/PoQA88XeTjjhDOotRk4Wx2KanZJZzNKeHMZfvj2eyS69ySbP9ioXIUc6S/GxF+7kT6uxPpZx/dHOjhckOLmAghbpz8hXVSlR/WhBBCCGfSq1evKtthYWFkZWUBcPToUSIjIx3JRIBu3brh6+vL0aNHHQnFtm3bEhQU5Bg1WJ/XDAsLAyArK4uoqKhqdStvK67t1tzi4mLmzp3LunXrSE9Px2KxUFZWRlpamqPOxIkTWb58OX/4wx9QVZWPP/6YhISEOrW1Unh4OPfeey/Lly9nwIAB/Pe//8VoNPLII4/U6zzOQPokojEpimKfo8zLlb5t/artr7zV8ULFbY4X8uyJxnM5JaRml5JdbLQvMFNiIvlcXrXjg7xcaBfgQXSgOx2DPekU7EW0v2udbo8UQtSfzaZyMb+MU1nFnMoq5ky2PWGYml1CRmH5NY8N9nIhyv/nRGGEv7sjgRjm4yZTHwjhZCSh6MTy8/P54osvOH36NC+99BL+/v4cOHCAkJAQ2rRp09zNE0II0VD07vaRgtdhs9koLCrC28sLTUPe8lyf6lfdDqQoSp0Tg5WuvmW2Pq9ZeatSba/p5uZ2zXPNmjWLTZs28fbbb9OxY0fc3Nx4+OGHqywOM2HCBF5++WUOHDhAWVkZ58+fZ/z48fVqM8CTTz7J448/zrvvvsuKFSsYP3487u71e7+dhfRJRHPRVtzuHO7rxoB21b8oKCo3cy6nYsRTdgmpFaOdzuaUkluxgMzlIiN7z1a9ldqg0bIs7Xs6h3jRMcSeaOwU7Emkv7skLYSoA5tN5XxuKScyiziZVcyJzCJHErHUVPtCXr7uetoFeth/AjxoFyQjioVoqeT/WCd16NAhRowYgY+PD2fPnmX69On4+/vz1VdfkZaWxqpVq5q7idU8+OCDJCUlMXz4cL744ovmbo4QQrQcilK3245tNtBb7XUbKqHYgLp27cr58+c5f/68Y5TikSNHyM/Pp1u3btc81mAwNMhKwr169eJf//oXubm5NY5S3LlzJ1OmTOHBBx8E7CMWK+dqrBQREcHQoUNZvXo1ZWVljBw5kuDg4Hq3fcyYMXh4ePD++++zfv16tm3bdnPBNZOW2CcRtw4vVz092vjQo031eRwLyswVyUX7rZWnLhdzKrOYM9nFmKzw06VCfrpqoRiDTkOHIE+6hHjSLdybrmHedAvzJsDTpalCEsLp5JaYOJpeyJFLhRy+mM/+U1pe3p9IubnmL/f0WoX2gZ50DPakfZA9eRhdkUD08zA0ceuFEI1FEopOKiEhgSlTpvCXv/wFLy8vR/mYMWN47LHHmrFltZs5cybTpk3jgw8+aO6mCCGEaAYjRoygZ8+eTJw4kUWLFmGxWPjNb37D0KFD6dev3zWPjY6OZs+ePZw9exZPT88bXk14woQJvPnmm4wdO5b58+cTFhbGDz/8QHh4OIMGDaJTp0589dVX3H///SiKwh/+8IcaRztOnDiR1157DZPJxLvvvlvntru7u6PT2btXWq2WKVOmMHv2bDp16sSgQYNuKKbm1hL7JEIA+LjpiYn0JSbSt0p5WbmRD9eup03XvqTmlHEyq5iTmcWcvlyM0WLjaHohR9MLWZvy88jxEG8XR3Kxa5g33cK9iQ7wkNGMolWx2ezzlR6pSB5WPla/VVkBbBi0GtoHedApxIvOwZ50CvGkY7AXbQPcZaVkIW4BklB0Uvv27ePvf/97tfI2bdqQkZHRDC26vri4uCqreAohhLi1KIrC119/zbPPPsuQIUPQaDTcc889LF68+LrHzpo1i8mTJ9OtWzfKyspITU29oTYYDAY2btzIiy++yJgxY7BYLHTr1o0lS5YAsHDhQqZNm8bgwYMJDAzk5ZdfprCwsNp5Hn74YWbMmIFWq73uoiRXt/3gwYP4+voC8MQTT/Dmm28yderUG4rHGbTEPokQ16LTaghxg1HdQqpMqWC1qVzIK+VEZjHH0gs5mmFPppzNKSWz0Ehm4WWSjl921HfTa7ktzIuYCF9iIn2IifAlOsBDFoYQLYKqqpzNKeXQhXxSzudz6EIBx9ILKanlduXoAHe6hXvTOdiTogvHGX/PENoHe6OTxKEQtyxJKDopFxeXGj/gnDhxgqCgoHqfb9u2bSxYsIDk5GTS09NZs2ZNtQ9IS5YsYcGCBWRkZBATE8PixYsZMGDAjYYghBCilanpS6O1a9dW2Y6KiuLrr7+u9Rxz585l7ty51co7d+7M7t27q5RFR0ejqlVXToiNja1WdrW2bdvWOvVGdHQ03333XZWy3/72t9Xq+fr6Ul5e8+TxK1eurLXtlas8V7p48SJ6vZ5JkyZds83OrKH7JEI4K61GoW2AB20DPBjZLcRRXmy0cDyjkCPpRRy5ZB+9eCyjkDKzlR/S8vkhLd9R18tVR0yEL70ifIiJ9CU20pcQ7+or0gvR1LKKyjl4voCD5/M5eMGeQCwoM1er56LTcFuoV5Vb/m8L83bMb2g2m/nmm2O0C/SQZKIQtzhJKDqpBx54gNdff53PPvsMsI/6SEtL4+WXX+ahhx6q9/lKSkqIiYlh2rRpjBs3rtr+Tz/9lISEBJYuXcrAgQNZtGgR8fHxHD9+3DFvVGxsLBaLpdqxGzduJDw8vN5tEkIIIVoro9FITk4Oc+fO5ZFHHiEkJOT6Bzmphu6TCNHSeLro6NvWn75tf56KwWpTSc0u4fClAnuS5kI+P10soKjcwo5T2ew4le2oG+LtQr+2/vSP9qNftD9dw7zlVmnRqKw2lROZRew7m8u+s3kkn83lUkH1L8kMOg3dw70do2x7hPtIolAIUWeSUHRS77zzDg8//DDBwcGUlZUxdOhQMjIyGDRoEG+88Ua9zzd69GhGjx5d6/6FCxcyffp0xy1ZS5cuZd26dSxfvpxXXnkFgJSUlBuKpSZGoxGj0ejYrhz5YDabMZurf1NWH5XH3+x5nIXE49xaYzz6K57TwuNy1utjNptRVRWbzVavFZIrR+ZVHtvStbZ44OeYPv74Y6ZPn05sbCwrV66sU3w2mw1VVTGbzWi1Wkd5c//+NnSfRIjWQKtR6BhsX3TiF7H2lc7NVhvHM4o4dOHnUWAnMovILDSy7sd01v2YDtgTlH3a+jGgIsEYG+mLq157rZcT4prKzVYOXSioSCDmknwuj6LyqgNBFAU6BXtWJA/to2c7h3hh0EnyUAhxYySh6KR8fHzYtGkTO3bs4NChQxQXF9OnTx9GjBjR4K9lMplITk5m9uzZjjKNRsOIESOq3X7WUObPn8+8efOqlW/cuBF3d/cGeY1NmzY1yHmchcTj3FpLPNrycu6reL5hwwasrq3jNi1nuz46nY7Q0FCKi4sxmUz1Pr6oqKgRWtV8Wls8AOPGjatyR0BNtwxfzWQyUVZWxrZt26rcEVBaWtoobayrpuyTCNGS6bUax4rTjw2MAqDUZOHQhQL2V44UO5dHsdHCthOX2XbicsVxCr0j/bijYyB3dgqgV4SvLGghrslitXHoYgE7T2az83Q2B87lY7JW/eLKw6ClT1s/x+jYXpG+jtuWhRCiIci/KE6qvLwcV1dX7rzzTu68885Gfa3s7GysVmu127FCQkI4duxYnc8zYsQIDh48SElJCREREXz++ee1rmg5e/ZsEhISHNuFhYVERkYyatQovL29byyQCmazmU2bNjFy5MgqE223VBKPc2t18eTnO57Hx8eDh0fzNaYBOOv1KS8v5/z583h6euJaj6StqqoUFRXh5eWForT82+VaWzxwczGVl5fj5ubGkCFDqvxe1CUZ2Ziask8iRGvjbtBxe/sAbm8fANhvRT2WUci+1Fz2nctjX2ouWUVG9p7NZe/ZXN7dbB/BeHt7f3uCsWMgHYM9W82/keLGqKrK6cvF7DiZzY5TOew5k0ORseoIxEBPFwa0q0wg+tM1zEtuXRZCNCpJKDopX19fBgwYwNChQxk2bBiDBg3Czc2tuZt1TZs3b65zXRcXF1xcXKqV6/X6BvvQ35DncgYSj3NrNfFcEYNer6+y3ZI52/WxWq0oioJGo0GjqXtnv/K22cpjW7rWFg/cXEwajQZFUar9vjb3725L7JMI4ay0GoXu4T50D/dhyh3tUFWVtNxSdp3OYUfFaLP8UjObj2ax+WgWAMFeLgzrEszwrsHc2SkQd4N8hLsVlJut7DqdTeLRLL47lkX6VXMg+rjpGdQ+gDs6BXJHhwDaBXpI4lkI0aTkr5GT2rx5M9u2bSMpKYl3330Xi8VCv379GDp0KHFxcYwcObLBXiswMBCtVktmZmaV8szMTEJDQxvsdYQQQgjR8jRln0SIW42i/Lyy9IQBUdhsKkfSC9lxKpudp7LZWzGC8dP95/l0/3kMOg2DOwQw/LZg7u4aQhtfSe63Jpfyy/jumD2BuOt0NuXmn29jNug0DIj2Z3DHAO7sGEj3cB9Z3EcI0awkoeikKm8revXVV7FYLOzbt4+///3v/OUvf+Gtt97CarU22GsZDAb69u1LYmIiY8eOBewjLBITE5kxY0aDvY4QQgghWp6m7JMIcavTaBTHPIxPD+1AudnK3tRcvjuWxeajmVzIKyPp+GWSjl/mD18fpmuYN/d0C8a9rLlbLm7U+dxS1v2Yzjc/pnPoQkGVfeE+rtzdNZjht4UwqEOALN4jhHAqklB0YidOnCApKcnxYzQaue+++4iLi6v3uYqLizl16pRjOzU1lZSUFPz9/YmKiiIhIYHJkyfTr18/BgwYwKJFiygpKXGs+iyEEEKIW1dD9kmEEHXnqtcypHMQQzoH8dr93TiZVczmo5l8dzSLA2l5HE0v5Gh6IaBjTeZu7osJ596eYbQNaNlzILd2aTk/JxF/vPhzElFRoE+UH3ffZr/FvUtI65ljWAjR+khC0Um1adOGsrIy4uLiiIuL4+WXX6ZXr143/Adl//79DBs2zLFduSDK5MmTWblyJePHj+fy5cvMmTOHjIwMYmNjWb9+fbWFWoQQQghxa2noPokQ4sYoikLnEC86h3jxm7iO5JaY2Hwkk/8evMjOU9kcSS/iSPpx/rL+OD3b+DCuTxt+EdsGfw9DczddAAVlZtYnX+KL5AuknM93lGsUuL19AGN6hhHfPZQgr+rzzAshhDOShKKTCgoK4tixY2RkZJCRkUFmZiZlZWW4u7vf0Pni4uJQVfWadWbMmCG3OAshhBBXWLlyJc8//zz5V6yAfqtp6D6JEKJh+HsY+GX/SB6MDeWzr7+BNr1YfySLXadz+PFiAT9eLODNb44y/LYQHukXwdDOQbLqbxOzWG1sOX6ZFSc0vLRvKyaLfU5EjQKDOvycRAz0lCSiEKLlkYSik0pJSSE/P59t27axdetWXn31VY4cOUJsbCzDhg3jjTfeaO4mCiGEEI0mLi6O2NhYFi1a1KztGD9+PGPGjHFsz507l7Vr15KSktJ8jWpi0icRwvl56mFMvwgmDmpHTrGR/x1K54vkC/x4sYD1hzNYfziDQE8XHukXwcSBUUT4yRcCjSmzsJyP9qTx8d40soqMgAawcVuoFw/3jeCB2HCCvVybu5lCCHFTJKHoxHx9fXnggQe44447GDx4MF9//TUff/wxe/bskc67EEII0QTc3Nxwc5NVVKVPIkTLEeDpwuTB0UweHM3R9EK+SL7A2h8ukl1s5P2k0/x962lGdgth8qBoBnUIkOkLGoiqqnx/JpcPvz/LhsOZWG32u8P8PfT09DKSMG4wMVEBzdxKIYRoODLm3Ul99dVXPPfcc/Tq1YuQkBCeeeYZiouLeeeddzhw4EBzN08IIcQt5n//+x++vr6OFX1TUlJQFIVXXnnFUefJJ5/kV7/6lWN7x44d3HXXXbi5uREZGclzzz1HSUmJY//7779P3759cXd3JyQkhIcffhiAKVOmsHXrVt577z0URUFRFM6ePVtju4xGIy+//DKRkZG4uLjQsWNHli1bBoDVauWJJ56gXbt2uLm50aVLF9577z3HsRs3bsTV1bXa7cwzZ87k7rvvBuy3PPv6+jqez5s3j4MHDzratXLlSqZNm8Z9991X5Rxms5ng4GBHW1oy6ZMI0XJ1DfPmD/d14/tXh7P0V325o2MANhU2HM7ksX/tIX7RNj7em4bRIqu13yiz1caaHy4w+r3tTPjn93zzYwZWm8qAaH8WT+jN9llDGdfORrcw7+ZuqhBCNCgZoeiknn76aYYMGcJTTz3F0KFD6dmzZ3M3SQghRCNRVZUyS9l169lsNsosZejMOjSahvlO0E3nVqfRKXfddRdFRUX88MMP9OvXj61btxIYGEhSUpKjztatW3n55ZcBOH36NPfccw9/+tOfWL58OZcvX3bM1btixQr279/PzJkzWbp0KcOHDyc/P5/t27cD8N5773HixAl69OjB66+/Dtjn8avJpEmT2L17N3/961+JiYkhNTWV7OxswP5+RURE8PnnnxMQEMCuXbt46qmnCAsL45e//CXDhw/H19eXL7/8kieeeAKwJyE//fTTGkfdjR8/np9++on169ezefNmAHx8fOjcuTNDhgwhPT3dsZjZ//73P0pLSxk/fnxdLoNTkz6JEC2fXqvhnh6h3NMjlJOZRXyw+yxfHbjIicxiZn/1I4s2n2D6Xe15bGAU7gb5iFgXZSYrn+5L45/bU7mYb/8b7qbX8mCfNjx+e1u6ViQQzWZzczZTCCEajfy1cFJZWVnN3QQhhBBNpMxSxsCPBjbLa+95bA/u+uvPpeXj40NsbCxJSUn069ePpKQkXnjhBebNm0dxcTEFBQWcOnWKoUOHAjB//nwmTpzI888/D0CnTp3461//ytChQ3n//fdJS0vDw8OD+Ph42rRpQ7t27ejdu7fjtQwGA+7u7oSGhtbaphMnTvDZZ5+xadMmRowYAUD79u0d+/V6PfPmzXNst2vXjt27d/PZZ5/xy1/+Eq1Wy6OPPspHH33kSCgmJiaSn5/PQw89VO313Nzc8PT0RKfTVWnX4MGD6dKlCx9++CGzZs0C7KMZH3nkETw9Pa/73jo76ZMI0bp0CvHiT2N78rt7buOzfef51/ZUMgrL+dO6oyzZcoppd7Rj6p3t8HSRj4o1KTNZWbX7LH/fdobcEhMAgZ4Gpt7Rjl/d3hYfN30zt1AIIZqG/JVwYlarlbVr13L06FEAunXrxi9+8Qu0Wm0zt0wIIcStaOjQoSQlJfHiiy+yfft25s+fz2effcaOHTvIzc0lPDycTp06AXDw4EEOHTrE6tWrHcerqorNZiM1NZWRI0fStm1bevfuzT333MPo0aN58MEH67VycEpKClqt1pHErMmSJUtYvnw5aWlplJWVYTKZiI2NdeyfOHEit99+O5cuXSI8PJzVq1dz7733Om5zrqsnn3ySf/zjH8yaNYusrCzWr1/Pd999V69zODPpkwjR+ni76nnyrvY8Pqgtaw5c5P2tpzmXU8o7m06wctdZnr27I48NbItBJ7NkAZgsNj7df57FiScrFlqBKH93nhrSnof7RuCql38PhRC3FkkoOqlTp04xZswYLl68SJcuXQD7aI/IyEjWrVtHhw4dmrmFQgghGoqbzo09j+25bj2bzUZRURFeXl4NestzXcXFxbF8+XIOHjyIXq/ntttuIy4ujqSkJPLy8qok9oqLi/n1r3/Nc889V+08UVFRGAwG9u/fzzfffMPOnTuZM2cOc+fOZd++fXVO5l1vsZRPPvmEWbNm8c477zBo0CC8vLxYsGABe/b8/F7379+fDh068Mknn/DMM8+wZs0aVq5cWafXv9KkSZN45ZVX2L17N1u2bKFdu3bcdddd9T6PM5I+iRCtm4tOy6MDoni4bwTrfkznvc0nOZNdwtz/HmHZzlRmjerC/b3C0WhuzcVbVFXl258yeOvbY6TllgLQxteN50d04sHebdBpJeEqhLg1SULRST333HN06NCB77//Hn9/fwBycnL41a9+xXPPPce6deuauYVCCCEaiqIodbrt2GazYdFZcNe7N1hCsT4q51F89913HcnDuLg43nrrLfLy8njxxRcddfv06cORI0fo2LFjrefT6XTExcXxwAMPMHfuXHx9ffnuu+8YN24cBoPBsQBMbXr27InNZmPr1q2OW56vtHPnTgYPHsxvfvMbR9np06er1Zs4cSKrV68mIiICjUbDvffeW+tr1taugIAAxo4dy8qVK9m5cydTpky5ZttbEumTCHFr0Gk1/CK2DWN6hvH5/gss2nyC87llzPwkhVW7z/HHX/SgW/ittbDIicwi5v7nMLtO5wAQ6OnCc8M7Mr5/JC46GZEohLi1ydcpTmrr1q385S9/cXTcwf5h5a233mLr1q3N2DIhhBC3Kj8/P3r16sXq1auJi4sDYMiQIRw4cIATJ05UGaH48ssvs2vXLmbMmEFKSgonT57k66+/ZsaMGYB90ZLFixfz448/cu7cOVatWoXNZnOMgIuOjmbPnj2cPXuW7OxsbDZbtfZER0czefJkpk2bxtq1a0lNTSUpKYnPPvsMsM/buH//fjZs2MCJEyf4wx/+wL59+6qdZ+LEiRw4cIA33niDhx9+GBcXl1rfg+joaFJTU0lJSSE7Oxuj0ejY9+STT7Jq1SpOnDjBpEmT6v8GO6mW2Cd58MEH8fPzc6wcLoSoO71Ww2MDo0h6KY5ZozrjYdCSfC6P+xZvZ95/D1NU3voXGSkxWnj9v0cY/d52dp3OwUWnYebwTmz7XRyTBkVLMlEIIZCEotNycXGhqKioWnlxcTEGg6EZWiSEEELY51G0Wq2OhKK/vz/dunUjNDTUkQwE6NWrF1u3buXEiRPcdddd9O7dmzlz5hAeHg6Ar68va9as4YEHHqB79+4sXbqUjz/+mO7duwMwa9YstFot3bp1IygoiLS0tBrb8/777/Pwww/zm9/8httuu43p06dTUlICwK9//WvGjRvH+PHjGThwIDk5OVVGK1bq2LEjAwYM4NChQ0ycOPGa8T/00EPcc889DBs2jKCgID7++GPHvhEjRhAWFsbdd9/tiLM1aIl9kpkzZ7Jq1armboYQLZq7QceMuzux+cWh3NszDJsKK3aeZcTCrWw53noXa9p1Kpv4RdtYvjMVq00lvnsImxOG8sLIzrICthBCXEH+RXRS9913H0899RTLli1jwIABAOzZs4enn36aBx54oJlbJ4QQ4la1aNEiFi1aVKUsJSWlxrr9+/dn48aNNe678847+e677ygsLMTb27vaLdydO3dm9+7d122Pq6srCxcuZOHChdX2ubi4sGLFClasWFGlfP78+dXqXjmv4pWmTJlS5fZlFxcXvvjiixrrlpSUkJeXx+OPP37ddrckLbFPUjm3pxDi5oX5uLFkYh/Gn7jMa/85TGp2CVNX7GPCgCj+796ueLSS1aBLjBbmf3uUf39v/wKrja8bb47rydDOQc3cMiGEcE4yQtFJ/fWvf6VDhw4MGjQIV1dXXF1dueOOO+jYsSPvvfdeczdPCCGEEBVsNhtZWVn88Y9/xNfXl9GjRzd3kxpUQ/dJtm3bxv333094eDiKorB27dpqdZYsWUJ0dDSurq4MHDiQvXv3NkAkQoibMaRzEN/OvIupd0QD8PHeNO55bxsp5/ObtV0N4VhGIff/bYcjmThxYBQbXhgiyUQhhLiG1vF1Uivk6+vL119/zcmTJzl69CiKotC1a9drTm4vhBBCiKaXlpZGu3btiIiIYPny5eh0rat71dB9kpKSEmJiYpg2bRrjxo2rtv/TTz8lISGBpUuXMnDgQBYtWkR8fDzHjx8nODgYgNjYWCwWS7VjN27c2KpuNxfC2bjqtbx2f3dGdgvhpc8PcT63jF8u3c2c+7sxcWAUitKyVoJWVZVP953ntf8cxmixEertyju/jOGOjoHN3TQhhHB6ravH2wp16tTJ0WFvaX+ghRBCiFtBdHQ0qqoC9tGKhYWFzdyixtFQfZLRo0dfcxTnwoULmT59OlOnTgVg6dKlrFu3juXLl/PKK68Atd9mL4RoGoM7BPLt83fx0ucH2XA4k/9b+xMHzuXx5rieuOpbxoIlZquNOV//xMd7zwMwtHMQ746Pxd/DOeeGFUIIZyMJRSe2bNky3n33XU6ePAnYO/LPP/88Tz75ZDO3TAghhBC3kqbqk5hMJpKTk5k9e7ajTKPRMGLEiDrNqXkjjEZjldW6KxPCZrMZs7n+q9lWHnMjxzqr1haTxNMw3LSweHwvlu08x9ubTvLVDxdJzS5m6cTeN5WUqxKP2Yz+yvIGirGgzMyznxxk95lcNAq8MLwjT93VDo1GafD3UX7fnJvEc+OvIYQkFJ3UnDlzWLhwIc8++yyDBg0CYPfu3bzwwgukpaXx+uuvN3MLhRBCCHEraMo+SXZ2NlarlZCQkCrlISEhHDt2rM7nGTFiBAcPHqSkpISIiAg+//xzR9uvNn/+fObNm1etfOPGjbi7u9cvgCts2rTpho91Vq0tJomnYYQDz9ymsOy4hh/OF3Dvoi08fZuVILebO++mTZvQlpdzX8X2hg0bsLq63mxzyTXC+0e0ZJUruGhUJne2EVVyjPXr6/5vzI2Q3zfnJvHUXWlpaaOdW7QsklB0Uu+//z7//Oc/mTBhgqPsgQceoFevXjz77LOSUBRCiFag8jZZIcB5fx9aYp9k8+bNda47e/ZsEhISHNuFhYVERkYyatQovL296/3aZrOZTZs2MXLkSPR6/fUPaAFaW0wST+O4N6uYJz88wMX8cv7fSTc+nNqPziFe9T5PlXhMJkd5fHw8eHjcVBvP5ZTy+Ir9ZJWXE+bjyj9+1ZvbQuvfxvpwluvTUCQe59YU8bTWqV1E/UlC0UmZzWb69etXrbxv3741TkIuhBCi5ajs4JWWluLmdpNDOESrUfmNv7N9oGnKPklgYCBarZbMzMwq5ZmZmYSGhjboa1VycXHBxcWlWrler7+pa3Gzxzuj1haTxNOwurbxY81v72Dqin0cvlTIpBXJfDT9drrcYMJOr9ejv+KLFr1eDzcR38nMIiYu20dWkZH2QR589OTthPrc/IjHumru69PQJB7n1pjxtKb3SdwcSSg6qccff5z333+fhQsXVin/xz/+wcSJE5upVUIIIRqCVqvF19eXrKwsANzd3eu0yIXNZsNkMlFeXo5Go2nsZja61hYP3FhMqqpSWlpKVlYWvr6+aLXOtaBBU/ZJDAYDffv2JTExkbFjxwL29zQxMZEZM2Y06GsJIRpesJcrHz15OxOXfc9PFwt57J/f88lTt9PpBkYqNqTzuaU89q89XC4ycluoFx8+MZAgr+pfJAghhKg7SSg6sWXLlrFx40Zuv/12APbs2UNaWhqTJk2qcmvO1R18IYQQzq9ytFVlUrEuVFWlrKwMNze3m1pl11m0tnjg5mLy9fVttFF4N6sh+yTFxcWcOnXKsZ2amkpKSgr+/v5ERUWRkJDA5MmT6devHwMGDGDRokWUlJQ4Vn0WQjg3H3c9q5/4Oak4efle1vz2DkK8m2404JWyi408vsyeTOwS4sXH02/HT1ZyFkKImyYJRSf1008/0adPHwBOnz4N2G8DCgwM5KeffnLUay0fwIQQ4lajKAphYWEEBwfXebU8s9nMtm3bGDJkSKu43aS1xQM3HpNer3e6kYmVGrpPsn//foYNG+bYrkxITp48mZUrVzJ+/HguX77MnDlzyMjIIDY2lvXr11dbqEUI4bx83PV8OG0gDy3dxZnLJUxdsY/Pnh6Ep0vTfvwsM1mZtnIfZ3NKifBzY9UTAySZKIQQDUQSik5qy5Ytzd2EOsvPz2fEiBFYLBYsFgszZ85k+vTpzd0sIYRoEbRabZ0TSVqtFovFgqura6tIwLW2eKB1xtTQfZK4uLjrLkAzY8YMucVZiBbOz8PAB1MH8OD/28mR9EKe/+QH/vF4PzSaphkQoaoqs786xKELBfh7GPjwiYHNNkpSCCFao9YxYZFoVl5eXmzbto2UlBT27NnDm2++SU5OTnM3SwghhBBCCNGMIv3dWTa5Pwadhs1Hs1i67XSTvfayHamsTbmETqPw/yb2oV3gza0QLYQQoioZoShumlarxd3dHQCj0YiqqtcdeSCEEEII0ZJZrdYapyswm83odDrKy8uxWq3N0LKG19piash4nHm6AmcRE+nLvAe6M/urH3l7w3F6R/oxqENAo77mwfP5zP/2GAD/d29Xbm/fuK8nhBC3Ikko3gK2bdvGggULSE5OJj09nTVr1jhWTqy0ZMkSFixYQEZGBjExMSxevJgBAwbU+TXy8/MZOnQoJ0+eZMGCBQQGBjZwFEIIIYQQzU9VVTIyMsjPz691f2hoKOfPn281c123tpgaOp7KBZVaw3vTWB7tH8m+s7l8deAiL36WwoYXhuDl2jjTQpSZrLzwaQpWm8p9vcKYPDi6UV5HCCFudZJQvAWUlJQQExPDtGnTGDduXLX9n376KQkJCSxdupSBAweyaNEi4uPjOX78OMHBwQDExsZisViqHbtx40bCw8Px9fXl4MGDZGZmMm7cOB5++GGZPF0IIYQQrU5lMjE4OBh3d/dqSSSbzUZxcTGenp5oNK1jdqHWFlNDxaOqKqWlpWRlZQEQFhbWUE1sdRRF4U9je7D/bB5puaW8+c0x5o/r2SivNf/bo5zJLiHE24U/je0hiV4hhGgkklC8BYwePZrRo0fXun/hwoVMnz6dqVOnAtexWxMAAQAASURBVLB06VLWrVvH8uXLeeWVVwBISUmp02uFhIQQExPD9u3befjhh2+67UIIIYQQzsJqtTqSiQEBNd9CabPZMJlMuLq6torkG7S+mBoyHjc3NwCysrIIDg6W25+vwd2g488P9WLCP7/n471p3NcrjDs6NuxdTT+k5bFq9zkAFjwcg6+7rOgshBCNRRKKtziTyURycjKzZ892lGk0GkaMGMHu3bvrdI7MzEzc3d3x8vKioKCAbdu28cwzz1zzGKPRiNFodGwXFhYC9jltapqPqD4qj7/Z8zgLice5tcZ49Fc8p4XH1Rqvz5WPLV1riwcaJ6bW9P60dJXXonLuaCHg598Hs9ksCcXrGNQhgMdvb8uH35/jtf8cZv3Mu9BpGyZJbbWpzPn6MADj+rRhSOegBjmvEEKImklC8RaXnZ2N1WqtdntySEgIx44dq9M5zp07x1NPPeVYjOXZZ5+lZ89r38Iwf/585s2bV61848aNDdZJ37RpU4Ocx1lIPM6ttcSjLS/nvornGzZswOrq2qztaSit5fpUknicX0PGVFpa2mDnEg1DbqEUV5Lfh/qZNaoL/zt0iVNZxXy0N41Jg6Ib5Lyf7jvPjxcL8HLRMXt01wY5pxBCiNpJQlHctAEDBtT5luhKs2fPJiEhwbFdWFhIZGQko0aNwtvb+6baYzab2bRpEyNHjkSvb5zJnpuSxOPcWl08VywyEB8fDx4ezdeYBtDqro/E4/QaI6bKUfxCCNEa+LjrSRjZmT98fZiFm07wi9g2+Ljd3L+X5WYrizafAOD5kZ0J8nJpiKYKIYS4Bkko3uICAwPRarVkZmZWKc/MzCQ0NLTRXtfFxQUXl+p/6PV6fYN9AGvIczkDice5tZp4rohBr9dX2W7JWs31qSDxOL+G/nsmREOLi4sjNjaWRYsW3dR55s6dy9q1a+v15XJGRgaPP/44u3btQq/X17pidlJSEsOGDSMvLw9fX9+baqdwLhMGRLFq9zlOZhXzwa6zPDe8002d79/fnyOryEgbXzd+dXtUA7VSCCHEtbT8WZXFTTEYDPTt25fExERHmc1mIzExkUGDBjVjy4QQQgghRGv07rvvkp6eTkpKCidOnKi13uDBg0lPT8fHx6cJWyeagk6r4dmKJOLynakUGy03fK5Sk4WlW08D8OzdHXHRyTyWQgjRFCSheAsoLi4mJSXF8c1xamoqKSkppKWlAZCQkMA///lPPvjgA44ePcozzzxDSUmJY9VnIYQQQgghrqSqKhbLjSWBTp8+Td++fenUqRPBwcE11jGbzRgMBkJDQ2WOwlbq3p5htAv0IL/UzOrvz93web48cJHsYhOR/m481DeiAVsohBDiWiSheAvYv38/vXv3pnfv3oA9gdi7d2/mzJkDwPjx43n77beZM2cOsbGxpKSksH79+moLtQghhBBCiJanpKSESZMm4enpSVhYGO+88061Oh9++CH9+vXDy8uL0NBQHnvsMbKyshz7d+zYgVar5dtvv6Vv3764uLiwY8eOauc5ffo07du3Z8aMGaiqWm1/dHQ0X375JatWrUJRFKZMmQLYFzZ5//33eeCBB/Dw8OCNN94gKSkJRVEct0SvXLkSX19fNmzYQNeuXfH09OSee+4hPT3dcX6LxcJzzz2Hr68vAQEBvPzyy0yePJmxY8c66thsNhYuXEiHDh1wc3MjJiaGL7744gbfXXGjtBqFZ+I6APDBrrNYbdV/X65HVVVW7kwFYOrgdugbaMVoIYQQ1yf/4t4C4uLiHCswX/mzcuVKR50ZM2Zw7tw5jEYje/bsYeDAgc3XYCGEEEKIFkJVVUpNlio/ZSZrtbKG/qkpWVebl156ia1bt/5/9u47LKorfeD4d2aoQ0eQoiD2LthjL9FgSTFNV00UTU/cFGOibjbGmDW4vzSNcWN2E0VdTUzVrCZGo0FssWPvoqI0pfcZZu7vD2RkBKQIzADv53nmgbnl3PPOnTsc3jn3HNavX8/mzZuJjIzk0KFDZtvo9Xree+89jhw5wrp167h06ZIp2VfcrFmzWLBgAadOnaJLly5m644ePUr//v2ZMGECn332Wak9C/fv38+IESMYO3Ys8fHxLFq0yLRu7ty5PPzwwxw7doypU6eWGktOTg4ffvghq1atIioqiitXrjBjxgzT+n/+85+sXr2a5cuXs2vXLjIyMli3bp1ZGQsWLGDt2rX861//4sSJE7z22ms88cQTbN++vbyXUlSzB4P98dDaEpeex7bTSeXvcJsd525w4Xo2zvY2PN5DeicKIURtkklZhBBCCCGEqKJcvYEOc36r9eOenBeK1q78pnxWVhZfffUV//3vf7n33nsBWLFiBU2bmidfiifwWrRowaeffkrPnj3JyspCq9Wa1s2bN4/hw4eXOM7u3bu5//77eeutt3j99dfLrI+3tzf29vY4OjqWmABwwoQJZkPuXLx4scT+er2epUuX0rJlYc+2adOmMW/ePNP6xYsXM3v2bB5++GEAPvvsM3755RfT+vz8fMLDw/npp58YNmwYarWaFi1asHPnTr744gsGDRpUZt1F9XOw1TC2RwBfRF3kv39eZniHyt0htXpv4a3Sj3VviouDTGAlhBC1SXooCiGEEEIIUU9duHABnU5ndveJp6cnbdu2Ndvu4MGDPPDAAwQGBuLi4mJKrBWNuV2kR48eJY5x5coVhg8fzpw5c+6YTCxPaWXfTqvVmpKJAH5+fqZbs9PT00lMTKRXr16m9RqNhu7du5uenz9/npycHB555BFcXV1xdnbG2dmZlStXcuHChSrXXVTdhN6FszJHnbtOfHpuhfdLy9Hxx+nrAPylV0CN1E0IIUTZpIeiEEIIIYQQVeRoq+HkvFDTc6PRSGZGJi6uLqjVNffdvaNt9c1km52dTWhoKKGhoaxevRpvb2+uXLlCaGgoOp3ObFsnJ6cS+3t7e+Pv78/XX3/N1KlTcXV1rVI9Siv7dra25r3QVCpVpW7/zsrKAmDt2rW0bt3a7BzZ29tXuBxRfZo1cqJnkAf7L6Wy8Wg8k++pWHJw47F4dAYj7XxdaOdbtfecEEKIqpMeikIIIYQQQlSRSqVCa2dj9nC005RYVt2Pis583LJlS2xtbdm7d69pWWpqKmfPnjU9P336NMnJySxYsIABAwbQrl07swlZyuPo6MiGDRtwcHAgNDSUzMzMir+A1cjNzQ0fHx/2799vWmYwGMzGi+zQoQP29vbExsbSqlUrs0dAgPRys5QHgv0B2HA0vpwtb1l3+BoAj3RrUiN1EkIIcWeSUBRCCCGEEKKecnZ25qmnnuKNN95g27ZtHD9+nLCwMLOeeYGBgdjZ2bF48WIuXrzIzz//zHvvvVep4zg5ObFx40ZsbGwYOXKkqSdgbfvrX/9KeHg469ev58yZM7zyyiukpqaaErAuLi68/vrrvPXWW6xYsYILFy5w6NAhFi9ezIoVKyxSZwEjO/mhVkF0bBqxqTnlbn8jK58Dl1OBW8lIIYQQtUsSikIIIYQQQtRjH3zwAQMGDOCBBx5g2LBh9O/f32xcQW9vbyIiIvjuu+/o0KEDCxYs4MMPP6z0cZydnfn1119RFIXRo0eTnZ1dnWFUyMyZMxk/fjyTJk2iT58+ODs7ExoaioODg2mbefPm8cYbb/DPf/6T9u3bM2LECDZu3Ejz5s1rvb6ikLeLPb2aewIQeeZGudtHnrmOokBHf1f83BxrunpCCCFKIWMoCiGEEEIIUY85OzuzatUqVq1aZVr2xhtvmG0zfvx4xo8fb7asaGxCo9FI//79MRgMJcaFnDt3LnPnzjU71q5du+5Yn3Xr1pVYVto4iIMHDzZbHhYWRlhYmNk2Y8aMMdvGxsaGxYsXs3jxYlPd27dvz9ixY03bqFQqnn/+ed58880aHedSVM7gto3582IKUedu8HCjO2+77XQiAPe2a1wLNRNCCFEa+QsqhBBCCCGEqBcuX77Mf/7zH86ePcuxY8d44YUXiImJYcKECZaumijHoDbeAPwZk4LeWPZ2eoORqLOFvRiHtvepjaoJIYQohSQUhRBCCCGEEPWCWq0mIiKCnj170q9fP44dO8bvv/9O+/btLV01UY52vi40drEnT2/kYkbZkw4dv5ZOVn4B7lpbujRxq8UaCiGEKE5ueRZCCCGEEELUCwEBAeXeci2sk0qlom/LRqyLjuNiZtkJxf2XUgDo0cwTtbpis50LIYSoftJDUQghhBBCCCGExXUPKpyY5WJm2dvsiymc3blXc4/aqJIQQogySEJRCCGEEEIIIYTF9WhWmCS8nKmiwFByIEWjUeHg5Zs9FG8mH4UQQliGJBSFEEIIIYQQQlhcGx8XnO1tyDeqOJOYVWL95ZQcUnP02Nuo6eQv4ycKIYQlSUJRCCGEEEIIIYTFadQqujRxBeBkfMn7nk/GZQDQzs8VOxv5V1YIISxJPoWFEEIIIYQQQliFtr4uAJxJLCWhGJ8OQAc/l1qtkxBCiJIkoSiEEEIIIYQQwiq083UG4HRC2T0UO/i51mqdhBBClGRj6QoIIYSwHEVRuJGl42pqDldTc0lPSuaJm+u+2nERe3dX3LW2BHhoCfDU4qG1RaVSWbTOQgghrFtkZCRDhgwhNTUVd3d3S1fHJCwsjLS0NH788UdLV0XcQVufmz0UE7JQFIXirY6T8TcTiv6SUBRCCEuThKIQQjQgeXoD+y+lsD8mhaPX0jl6NZ2UbJ1pvaMuz5RQ/HDzWXLtHMz293K2I7ipO12autOzuQc9mnnKGEZCCKuSlpbGsGHDKCgooKCggFdeeYVnnnnG0tWqtwYPHkxISAgLFy60dFXKtWjRIhRFMT0fOnRonal7Q9LK2wk1Cmm5epIy8vG5uTw9V09iRj4AbX0loSiEEJYmCUUhhKjnrqbmsPlEIlHnrvPnxWTy9Eaz9WoV+Lo60MTDER9NgWn5QyH+pKnsSM7OJzYll4SMPG5k6dh6Oomtp5MA0Npp6NuyEYPaeHNfR198XM0TkEIIUdtcXFyIiopCq9WSnZ1Np06deOSRR2jUqJGlq1av6HQ67OzsLF2NSnFzK5wV2Gg0lrOlsCR7Ww2NHOB6HsQkZ5kSildSsgFo7GKPs738GyuEEJYm3UqEEKIeupGVz8o9l3j08930/+cfzNtwksgz18nTG/FxteeRbk1476GOrH+pHyfnjWD37Hv57vm+fPJ4F1MZCx7twtInu/Pd833582/3cmreCH58sS/vPNCBh0L88XK2J0dn4PdTSby9/gT3hG/l8aW7WbYzhvj0XAtGL4RoyDQaDVqtFoD8/HwURTHrldYQDR48mJdffpk333wTT09PfH19mTt3rtk2V65c4aGHHsLZ2RlXV1fGjh1LYmKiaf2CBQvo1q0bX375Jc2bN8fBwYGwsDC2b9/OokWLUKlUqFQqLl26ZNrn4MGD9OjRA61WS9++fTlz5swd63n16lXGjx+Pp6cnTk5O9OjRg7179wJw4cIFHnroIXx8fHB2dqZnz578/vvvpn3/9re/0bt37xJlBgcHM2/ePKDwlucxY8YA8OKLL5aoe0xMDK1ateLDDz80KyM6OhqVSsX58+fLfa1F9fByKLxmY1NutScuJ+cAENTIySJ1EkIIYU6+2hFCiHoiM0/PbycSWR99jd0XkjEYCxvjKhX0CvLk3vaNGdSmMW18nKs0DqKjnYZugR50C/QAwGhUOBmfQdS562w9lcTBy6nsv1T4mLfhJD2aefBAsD+jOvvh7WJfrbEKIequqKgoPvjgAw4ePEh8fDw//fSTKclTZMmSJXzwwQckJCQQHBzM4sWL6dWrV4WPkZaWxqBBgzh37hwffPABXl5e1RxFMYoC+pxbz43Gwuc6Dahr8Lt7W23hB3wFrVixgunTp7N371727NlDWFgY/fr1Y/jw4RiNRlMycfv27RQUFPDSSy8xbtw4IiMjTWWcP3+eH374gR9//BGNRkOzZs04e/YsnTp1MiXtvL29TUnFt956i48++ghvb2+ef/55pk6dyq5du0qtX1ZWFoMGDaJJkyb8/PPP+Pr6cujQIVNvwqysLEaNGsX8+fOxt7dn5cqVPPDAA5w5c4bAwEAmTpxIeHg4Fy5coGXLlgCcOHGCo0eP8sMPP5Q4Xnh4OJcuXSpR96lTp7J8+XJmzJhh2nb58uUMHDiQVq1aVfj1FnfH6+YND7Gpt66tK0UJRS+tJaokhBDiNpJQFEKIOixPb2Db6SR+jo5j25kkdAW3buMKburGA8H+3N/FH1+36r8VWa1W0amJG52auPHi4FbEp+fy67EEfjkWz4HLqabHu/87Qd+WXjwQ7MeIjn64aW2rvS5CiLojOzub4OBgpk6dyiOPPFJi/dq1a5k+fTpLly6ld+/eLFy4kNDQUM6cOUPjxo0BCAkJoaCgoMS+mzdvxt/fH3d3d44cOUJiYiKPPPIIjz32GD4+PiW2rxb6HHjf3/RUDbjXzJHM/S0O7CreU6tLly688847ALRu3ZrPPvuMrVu3Mnz4cLZu3cqxY8eIiYkhICAAgJUrV9KxY0f2799P9+7dgcLbnFeuXIm3t7epXDs7O7RaLb6+viWOOX/+fAYNGgTArFmzGD16NHl5eTg4lPybtGbNGq5fv87+/fvx9PQEMEvgBQcHExwcbHr+3nvv8dNPP/Hzzz8zbdo0OnbsSHBwMGvWrOHtt98GYPXq1fTu3bvURKCbm1updQ8LC2POnDns27ePXr16odfrWbNmTYlei6JmFfVQLEoiFv+9mfRQFEIIqyAJRVEtgoKCcHV1Ra1W4+HhwR9//GHpKglRbxUYjOw8f4Ofj8Sx+UQiWfm3/qlu6e3EQyFNeCDYn+Zetdvg9nNzZGr/5kzt35yE9Dw2Hovnf0fiiI5NY+f5G+w8f4O/rzvOoDbePBDsz7D2PjjJGEhCNDgjR45k5MiRZa7/+OOPeeaZZ5gyZQoAS5cuZePGjSxbtoxZs2YBhbegVoSPjw/BwcHs2LGDxx57rNRt8vPzyc/PNz3PyCicRVav16PX68221ev1KIqC0Wi8NQ6f0WiRMYSMRmNhb8gK6ty5s9nYgb6+viQmJmI0Gjl58iQBAQE0adLEtE27du1wd3fnxIkTdOvWDYBmzZrRqFGjEmMQFr0mZnUDOnXqZPq9KKGbkJBAYGBgifodPnyYrl274u7uXuoYh1lZWbz77rv88ssvxMfHU1BQQG5uLpcvXzZtP2HCBJYvX85bb72Foih8/fXXvPbaa6b1Rbe/F90CX/T77a/LqFGj+Oqrr+jRowfr168nPz+fRx99tMyxF41GI4qioNfr0Wg0ZZ6DmlL0Pr39/VpX6fV6Uw/Fy8nZpuWXkrMACHC3r1Ox1sfzU/xnXSfxVP0YQsh/cqLa7N69G2dnZ0tXQ4h6yWhUOHA5lZ+PXOOXYwlmMzM3cXfk/mA/Hgz2p4Ofa5VuZ65uvm4OPNW/OU/1b86V5Bz+dzSO/x2J43RCJr+fSuL3U0k42Kq5t50PDwT7M7itNw62tf9PmBDCuuh0Og4ePMjs2bNNy9RqNcOGDWPPnj0VKiMxMRGtVouLiwvp6elERUXxwgsvlLl9eHg47777bonlmzdvNo3FWMTGxgZfX1+ysrLQ6W5+DisKvHSqQnWrVrkFkJdRoU0LCgpQFMWULAUwGAzk5+eTkZFBXl4eRqPRbD0UJtzy8vLIzMwEwMHBocQ2BQUF6HQ6s+U5OYU9yfLy8kzLi5ZlZGSUKAMKx74sKCgodR3Aa6+9RmRkJO+99x7NmzfH0dGRyZMnk5WVZdpn9OjRzJo1ix07dpCbm0tsbCwjR440SxIXFBSY4jEYDCXqDjB+/Hief/555s6dy5dffsnDDz98x7rpdDpyc3OJiooqtedsbdmyZYvFjl3dGt0cKeXy9UzTsktJ6YAjl04e4pcrlqnX3ahP5wckHmtXk/EUfZ4LIQlFIYSwUoqicCIug5+PxLHhSBxx6XmmdZ5Odozu7MeDIf50D/RArbZ8ErEsgY20vDSkFS8NacW5xEz+dySOn4/EcSk5h43H4tl4LB5nexvu6+jDg8H+9Gvlha1G5gwToiG6ceMGBoOhxO3JPj4+nD59ukJlXL58mWeffdbU++yvf/0rnTt3LnP72bNnM336dNPzjIwMAgICuO+++3B1dTXbNi8vj9jYWJydnW+7bdfN9JuiKGRmZuLi4mIVX/BAYSLUzs7OLB4bGxtsbW1xdXUlJCSEa9eukZ6ebrrl+eTJk6Snp9OtWzdcXFyAwqTf7a+Jo6NjieVFiVgXFxfTcienwl7zRZO+3K579+6sWrWKgoIC0y3PxR04cIApU6YwYcIEoLDHYmxsrFlcrq6uDBo0iPXr15Obm8uwYcNM4ykC2NraYmNjg4uLC5mZmaXWHeCxxx5jxowZrFmzhq1btxIZGVlqnYvk5eXh6OjIwIEDS72du6bp9Xq2bNnC8OHDsbWt+8OK6PV61v9amAzJNdy6hrIK1GADD48Yiq9r7b/OVVUfz4/EY71qI56yvlwRDY8kFBuA2hj8XKVSMWjQINRqNa+++ioTJ06s5iiEaDjOJ2XyvyOFtwtfvHHrVh8Xexvu6+jLgyH+9G3ZqE4m3Vr7uDD9vra8NrxNiWTpj4eu8eOha3hobRnZubDHZc8gTzRWnCwVQlifXr16VfiWaAB7e3vs7UtOHGVra1vinzGDwYBKpUKtVqMuY8KVottii7azFrfXp2hmY7VazX333Ufnzp158sknWbhwIQUFBbz44osMGjSIXr16md3qe3tMzZs3Z9++fVy5cgVnZ2c8PT1N2xR/nUpbVtzEiRNZsGABjzzyCOHh4fj5+XH48GH8/f3p06cPrVu35qeffuLBBx9EpVLx9ttvYzQaS8Q1ceJE3nnnHXQ6HZ988kmpMRcleoOCgkqtu1qtJiwsjL/97W+0bt2afv363fG1VavVqFSqUt8ztcnSx69OjhpwtFXDrRsyMBgV1Crwc3fCpg62gerT+QGJx9rVZDz16XUSd0cSig1AbQx+vnPnTpo0aUJ8fDzDhg2jc+fOdOnSpcZjE6I+UBSFI1fT+e1EAr+dSODi9VtJRHsbNcPa17/bglWqWxO6zBrRjkNXUvn5SBy/HIvnRpaONXuvsGbvFXxc7Rnd2Z8HQ/wJbupmNb19hBA1w8vLC41GQ2JiotnyxMTEUif9ENVDpVKxfv16/vrXvzJw4EDUajUjRoxg8eLF5e47Y8YMJk+eTIcOHcjNzSUmJqZKdbCzs2Pz5s28/vrrjBo1ioKCAjp06MCSJUuAwrE1p06dSt++ffHy8mLmzJml9pJ57LHHmDZtGhqNpsQX6Ld7/fXXmTJlilndg4KCAHjqqad4//33TWN5itqlUkFjFweSss1vrfRytq+TyUQhhKiPJKHYANTG4OdNmjQBwM/Pj1GjRnHo0KE7JhQrMwB6ZcnAutZN4ilUYDCy/3IqW04mseVUEgkZt64HW42Kvi0b8UBnX+5t3xhn08QlRvT6ig/AXxV6vR7bYr9TS+cpuIkLwU3aMju0NXsvpbLxWAK/nUgkMSOfZbtiWLYrhqYejtzf2ZfQDj508HOp0G3e8n6zbvUtHqiZmOrT61MeOzs7unfvztatW03JIKPRyNatW5k2bZplK1eHRUZGlli2bt06s+eBgYGsX7++zDJmzZrF+++/X2J5mzZtSoxvGRQUZJr4pEhISEiJZbdr1qwZ33//fanrgoKC2LZtm9myl156qcR27u7u5OXllVgOEBERAdzqRVpa3Ytcu3YNW1tbJk2adMc6i5rT2NWepATzZb5udedWZyGEqO8kodjAVcfg59nZ2RiNRlxcXMjKymLbtm2MHTv2jvtUZgD0qpKBda1bQ4wnUw+n01ScTFVxOl1FTsGthJi9WqGDh0IXT4UO7goONgkQl0BUXE3WuiRNXh733/z9t99+w2CBsaAA+tvBPcGFr9ehZBXHUlRcTc1laVQMS6NicLVVaO+u0NFDoa27gkM5HTcb4vutLqlv8UD1xlTfBj/Pysri/PnzpucxMTFER0fj6elJYGAg06dPZ/LkyfTo0YNevXqxcOFCsrOzpaeYqBX5+flcv36duXPn8vjjj5cYz1PUnsYuJYciaOwiCUUhhLAWklBs4Kpj8PPExEQefvhhoHBsoWeeeYaePXvecZ/KDIBeWTKwrnVrSPEYjApHr6az/dwNos7d4HhcBsU7Z3hobRnWvjHD2zembwtP7K3gdmZ9Wprp99DQULg5iL6lPHjzZ46ugMgzN9h4PIFd55PJ0BnYe13F3uuFPTp7NvNgcFtvBrfxIqiR1nRrdEN6v9VF9S0eqJmY6tvg5wcOHGDIkCGm50XtgcmTJxMREcG4ceO4fv06c+bMISEhgZCQEDZt2iSJHVErvv76a5566ilCQkJYuXKlpavToPmUklD0cS25TAghhGVIQlHctRYtWnDkyJFK7VOZAdCrSgbWtW71MR4bGxsuJ+ew+0Iyuy/cYOf5G6TlmN+q2NHftTDx1bYxXQPcrW8coGLnxNbW1uy5JbnZ2vJQtwAe6hZAfoGB/TGpbDudxLbTiVxKzmH3xRR2X0zh/V/P4O/mQL9WXvRv7UXPwMKZV+vj+03isW7V/fesPhk8eHC5t75OmzZNbnEWFhEWFkZYWJilqyEATye7Ess8tCWXCSGEsAxJKDZwMvi5EHcnLi2XfUkqIn84xt6YVOLSzcdtcnGwYWBrbwa19WZwG28au8qtOnfL3kZD/9aFCcM5D3Tg4vUstp1O4o8zSeyLSSEuPY/vDl7lu4NXAfBz1HCI0wxs05hezT1xcahfyRkhhBCiPnLXlvx77eoo/74KIYS1kE/kBk4GPxei4hRF4VJyDgcupXDwcip7LiZzOTkH0ADxQOHtt10DPOjTshH9W3tZZy/EeqaFtzMtvJ15ekALcnQF7L+Uyu7zhT1ET8ZnEJ+rYsWeK6zYcwW1Cjr4u9IzyJOeQZ70CPKQ8ZiEEEIIK+TmWDKhKF8KCiGE9ZCEYgMgg58LUTV5egPHr6Vz4HIqBy6lcuhKKinZOrNt1CoIcFIY2a0F/Vp706OZJ452lh8LsaHS2tkwqI03g9p4A5CYls3nP24lz60Zey6mcDk5h+PXMjh+LYPluy4BENRIS48gT3rdTDA293IyjcEohBBCCMvwKKWHoouD/PsqhBDWQj6RGwAZ/FyI8imKwuXkHI5eS+dobBqHrqRy/FoGOoPRbDs7GzVdmrjRvZkHvVt4EtLElR3bNjNqeOt6N85ZfeDpZEfXRgqjRnXA1taW+PRc9l9K5cClFPbFpHAmMZNLyTlcSs7h+5u3SLtrbQlu6k5wgDshAW4EN3WnkbMMAi+EEELUJvdSeii6Sg9FIYSwGpJQbABk8HMhzCmKwrW0XI5dTefI1XSOXUvj2NV0MvIKSmzr5WxH92YeNx+edGriir3NrR6Ier2+xD7Cevm5OfJgsCMPBvsDkJ6r59DlVPZfSmH/pRSOxKaTlqNn+9nrbD973bRfgKcjwU3dCQkoTDR29HdFayd/QoUQQoia4iY9FIUQwqrJJ7IQol4rMBi5lJzD6YQMTsUX3up67Fp6iVuXAew0atr7u9KliRshAe70CPIg0FMrt7/WY26Otgxp15gh7RoDkF9g4HR8JkeuphEdm8aR2DQuXM8mNiWX2JRcNhwtHCtTpYLmXk508HOlg78rHf3d6ODnireL9GQUQgghqoNHaT0US1kmhBDCMiShKISoN1KzdZxKyOB0fObNBGImZxMzyS8wltjWRq2inZ8LnZu406WpG52buNHGxwU7G5lApSGzt9EQfLMX4qQ+hcsy8vQcu5puSjBGx6aRlJnPxevZXLyebUoyAni72NPBz5WO/oWJxvZ+rjTz1MrEPEIIUcsiIiJ49dVXSUtLs3RVRBXZ22pwtDUfl1p6KAohhPWQT2QhRJ2TkafnfFIW55OyuJCUxZnETE7HZ5KQkVfq9o62Gtr6utDez4UOfq50bupOO18XHGxl8hRRPlcHW/q18qJfKy/TsuuZ+ZyMz+BkXMbNn+lcvJHN9cx8tmea3y5tp1HTwtuJNj4utPFxprWPC219XAjw1KJRS+9XIUT9MnjwYEJCQli4cKFF6zFu3DhGjRplej537lzWrVtHdHS05SolKs3F0bytJmMoCiGE9ZCEohDCKimKwvXM/MLE4fUsUwLxfFIWSZn5Ze4X4OlIe19X2vm50t7XhXY3e4ipJXEjqpG3iz2DXG7NJg2QoyvgdEKmKcl4Ii6DswmZ5OoNnE7I5HRCplkZ9jZqWjV2po2PC619nGnT2IUW3k4EeGqxlR6NQghxVxwdHXF0dLR0NcRdcrW/lUC006ixlztJhBDCakhCUQhhUVn5BVy6kc2l5GwuJ+cQcyObizcTiKVNklLEx9WeVo2daeXtTCsfFzr4udDGxwUX+eZaWIjWzoZugR50C/QwLTMaCycAOpuYydnErJs/MzmflEV+gZETcYWJx+Js1CoCPbU093KiuZcTLbydb/50wsNB/pESQlTOhg0beOKJJ0hOTkaj0RAdHU3Xrl2ZOXMmCxYsAODpp58mLy+P//73vwDs3LmT2bNnc+DAAby8vBgzZgyzZs3C1dUVgH/961988sknxMbG4ubmxoABA/j+++8JCwtj+/btbN++nUWLFgEQExNDUFBQiXrl5+czZ84c1qxZQ1JSEgEBAcyePZunnnoKg8HAs88+y7Zt20hISCAwMJAXX3yRV155BYDNmzfz4IMPkpCQgLu7u6nMV155hWPHjrFt2zazW54jIiJ49913AUzjIi9ZsoT9+/dz/fp1NmzYYCpDr9fTpEkTwsPDeeqpp6r3ZIhKcy52i7Ozg0bGtRZCCCsiCUUhRI3LzNPfShYmZbLrvJqV/9nH5ZQcbmSVnByliFoFAZ7awqRhY2daNi782aqxs9zyIuoEtVpFgKeWAE8t97b3MS03GBViU3I4m5jJuaTCROO5xCwuJWeTozNw8UY2F29klyjPyU6Dh62GzVlHadXYhSAvLYGeWgI9nfBytpN/tISwAEVRyC3INT03Go3kFuRio7dBra65LwEcbRwrdM0PGDCAzMxMDh8+TI8ePdi+fTteXl5ERkaattm+fTszZ84E4MKFC4wYMYJ//OMfLFu2jOvXrzNt2jTefPNNVq1axYEDB3j55ZdZtWoVffv2JSUlhR07dgCwaNEizp49S6dOnZg3bx4A3t7eJeoEMGnSJPbs2cOnn35KcHAwMTEx3LhxAyh8DZs2bcp3331Ho0aN2L17N88++yx+fn6MHTuWe++9F3d3d3744QdT0s9gMLB27Vrmz59f4ljjxo3j+PHjbNq0id9//x2j0YhKpaJLly4MHjyY+Ph4/Pz8gMIEbE5ODuPGjavgmRA1yblYe08mZBFCCOsiCUUhxF3TG4zEpeVyNTWXq6k5XE3NJTYlh9jUXC4nZ5eSNFQDaaZnjZzsaNZIS1AjJ4K8Ch+tGxf2ypJxDkV9pFGrTO/1+zreWq4oCokZ+Vy8nlWYVLyeTcyNLGJuZBObmku2zkC2TsXVYwlAglmZjrYaAm8mLwM9tTRrpDU9b+rhKNeSEDUktyCX3mt61/px907Yi9ZWW+52bm5uhISEEBkZSY8ePYiMjOS1117j3XffJSsri/T0dM6fP8+gQYMACA8PZ+LEibz66qsAtG7dmoULFzJkyBD+85//cOXKFZycnLj//vtxcXGhWbNmdO3a1XQsOzs7tFotvr6+Zdbp7NmzfPvtt2zZsoVhw4YB0KJFC9N6W1tbU49CgObNm7Nnzx6+/fZbxo4di0aj4S9/+Qtr1qwxJRS3bt1KWloajz76aInjOTo64uzsjI2NDb6+vhiNRjIyMujbty9t27Zl1apVvPnmmwAsX76cxx9/HGdn53JfW1Hzin+B7Gwv/7oKIYQ1kU9lIUS5CgxG4tPziL2ZLDQlDlMKfyZk5GFU7lyGl7MdzRo5EejhQH7yVYbfE0IrHzcCG2lxk2+chQAKb8XzdXPA182BvsUmgQHQFRi5mJTB979F4RnUjsvJeVxOySY2JZe49Fxy9QbOJGZyJjGz1LJ9XR3MEoxNPBxp4l748HN3wN5GEo5C1FeDBg0iMjKS119/nR07dhAeHs63337Lzp07SUlJwd/fn9atWwNw5MgRjh49yurVq037K4qC0WgkJiaG4cOH06xZM1q0aMGIESMYMWIEDz/8MFpt+cnNItHR0Wg0GlMSszRLlixh2bJlXLlyhdzcXHQ6HSEhIab1EydO5J577iEuLg5/f39Wr17N6NGjzW6Broinn36af//737z55pskJiby66+/sm3btkqVIWqOs8Otv00yw7MQQlgX+VQWooFTFIXkbB3xaXnEp+cSn55HXHouCel5xKflcS0tl4SMPAzlZAztbdQ09XCkqYfW9DPA05GgRk4ENtKavmHW6/X88ksso7r4YWsriUQhKsrORk1Lbyc6eyqM6t/c7PrJLzAQl5bH5eRsYlNyuGJ65HIlOZtsnYGEjDwSMvLYdyml1PK9Xezxd3ekqbsj/u4ONHF3xN/9VuLRzdFWbqkWohSONo7snbDX9NxoNJKZmYmLi0uN3/JcUYMHD2bZsmUcOXIEW1tb2rVrx+DBg4mMjCQ1NdUssZeVlcVzzz3Hyy+/bFpmNBrJysqiZcuWODg4cOjQISIjI9m8eTNz5sxh7ty57N+/v8LJvPImS/nmm2+YMWMGH330EX369MHFxYUPPviAvXtvvc49e/akZcuWfPPNN7zwwgv89NNPREREVPg1KTJp0iRmzZrFnj172L17N82bN2fAgAGVLkfUjOI9FF3spd0ohBDWRBKKQtRjiqKQkq0jPj2P+PQ8EtJziUvPIz4tt9iyPHQGY7ll2WnUNPFwNEsaFvV0aurhiLezvSQbhLAQexuNaRKX2xV9DpiSjMk5XEvLNT3i0nLJ0xu5npnP9cx8jsSmlXoMJzsN/jeTjH5uDvi4Fvak9HW99buHVpKOouFRqVRmtx4bjUYKbArQ2mprNKFYGUXjKH7yySem5OHgwYNZsGABqampvP7666Ztu3XrxsmTJ2nVqpVpWdEtwnZ2dgDY2NgwbNgwhg0bxjvvvIO7uzvbtm3jkUcewc7ODoPBcMf6dO7cGaPRyPbt2023PBe3a9cu+vbty4svvmhaduHChRLbTZw4kdWrV9O0aVPUajWjR48u85hl1atRo0aMGTOG5cuXs2fPHqZMmXLHuovaVfw2Z2fpoSiEEFZFPpWFqIMURSEtR09SZj6JGXkkZeaTlJlHUkbxn4Xr8gvKTxaqVODtbI+fmwN+bo74ujng7+6Ar5sj/m4OBHhq8Xa2R62WRIEQdY1KpaKRsz2NnO3pWmwG6iJFCce4mz2Si5KM11ILb6WOS8vlRpaObJ2Bc0lZnEvKKvNYdjZqfFztbyUZi5KOxRKPPq4O2NlYR5JFiIbCw8ODLl26sHr1aj777DMABg4cyNixY9Hr9WY9FGfOnMk999zDtGnTePrpp3FycuL48eP88ssvfPHFF2zYsIGLFy8ycOBAPDw8+OWXXzAajbRt2xaAoKAg9u7dy6VLl3B2dsbT07NEYjUoKIjJkyczdepU06Qsly9fJikpibFjx9K6dWtWrlzJb7/9RvPmzVm1ahX79++nefPmZuVMnDiRuXPnMn/+fB577DHs7e3LfA2CgoKIiYkhOjoaf39/FOXWnRdPP/00999/PwaDgcmTJ9/16y2qT/GJWOSWZyGEsC7yqSyEFTEaFVJydCRl5JOYmcf1jHzi03LYf1HNhjXR3MguXHc9M79CvQqLeDnbFyYIXR1MvYsKk4aOpn/y5R98IRqm4gnHzk3dSt0mT28oTDLeTDYmpOeTkJFHYkZhL+fEjDySs3XoCozEpuQSm5JbajlFGjnZ0djVAS8nW/LT1ZzYfBYfNy3eLvZ4O9vT2NUebxd7XOxtpMejENVk0KBBREdHM3jwYAA8PT3p0KEDiYmJpmQgQJcuXdi+fTtvvfUWAwYMQFEUWrZsyYMPPgiAu7s7P/74I3PnziUvL4/WrVvz9ddf07Fj4QxTM2bMYPLkyXTo0IHc3FxiYmIICgoqUZ/PP/+cv/3tb7z44oskJycTGBjI3/72NwCee+45Dh8+zLhx41CpVIwfP54XX3yRX3/91ayMVq1a0atXL/bt28fChQvvGP+jjz7Kjz/+yJAhQ0hLS2PJkiU8//zzAAwbNgw/Pz86duyIv79/VV5eUUOKJxHllmchhLAuklAUoobl6Q0kZ+u4kZlPcnY+N7J03MjKJ/m2nzeydKRk55cxuYkaEpNKLPXQ2tLYxYHGrvamnz4u9jR2daCxi730BhJCVAsHWw0tvJ1p4V32rKf5BQaSMgoTjUVJxoT0vFuJx4w8EtMLvwxJztaRnF00+7uafdcvlVqmvY26MMl4M9Ho7VL4WWdadvPh5Wwnk8oIUY6FCxeWSLpFR0eXum3Pnj3ZvHmz6XnRLc8A/fv3JzIysszjtGnThj179pRbHwcHBz7++GM+/vjjEuvs7e1Zvnw5y5cvN1seHh5eYtvi4yoWFxYWRlhYmFmZ33//PWAeD0B2djapqammGaOF9XApdsuz9FAUQgjrIp/KQlSSwaiQnqsnJVtHclZ+YbIwq3ii0DxZmJlfUKnyVarC3jveLg74uNrj5WRHRmIsfbp2wM/d6WbysPCfaPkHWghhLextNATcnEW6LIqikJqjJyE9j6TMPBLScth58CiNmjQnOVtfOI5jVmEv7My8AvILjKaZ5cvjYm9DI2c7PJ3sCntcOpn/XrTOy9keD62dfNEihMBoNHLjxg0++ugj3N3dTb0whfUw66HoKD0UhRDCmkhCUTRoRqNCRl5hcjA1R0dKtp7UHB2p2TpSin5m60nLufU8LVePcucJj0uw06hp5Fz4D62Xsz2NnAp71Hg5299advOnp5Mdtppb/+gWzop8mVG9A2VWZCFEnaZSqfC8mejrgCt6vR7HhCOMGtWuxOdbrs7AjazC8WCLJxqvF3+ekcf1rHz0BoXM/AIy8wu4lJxTobq4OtiUmnj0vJl8bORkb6qru9YWB1v5AkeI+ubKlSu0bNmSpk2bEhERgY2N/GtkbVzMZnmW8yOEENZEPpVFvXQtG7aduU5GnuFWovBm0rDwuY7UnMJEYem3GJfPxcEG75uJwEZO9ni5FP0s7FXYyLkwadjI2R5XBxkHTAghKsPRrvwej1DY6zE9V09yts6s53hKls50a3VyVj4p2TpuZBX+DTAYFTLyCsjIKyDmRnaF6qO10+ChtcPDybbwp9YOD60t7tpbSUdPJztc7NSk5BcmROVLICGsW1BQkNnkLML6FO+h6K6Vz1QhhLAmklAU9dKPlzScP3q4wtu7ONjc/EfRDk+t7c2fhc89tHZ4Fv0DefO5u9bWrBehEEIIy1CpVLhr7XDX2tHSu/ztjcbSE5DJN8exvXEzGZmSrSM5O5+0HD0FRoUcnYEcXeHENOWz4Y/MaFY+dc9dxyeEEA2Zc7Eeilp76SkuhBDWRBKKol7yc1TQurjh6WyP581/ND2dbiUKi3qUeDjZ4u4oY2kJYeLkxPp16xg1apT0rhL1klqtKvxyyMmuQtsrSuHt1Kk3e7anZt/q6Z6WoyclR1c4LEbR82wdyVl5uDtWrHwhhBBlc/JwZcqyveTpjaxq7mvp6gghhChGEoqiXnqshZFRo+6RhIgQQoi7olKpcHWwxdXBlmaNyt9er9ezceMvDA/tWPOVExZjNBotXQVhReT9UHNUKhXLp/SydDWEEEKUQhKKQgghhBDVSKVCer7XU3Z2dqjVauLi4vD29sbOzq7EGMlGoxGdTkdeXh5qdf14H9S3mKorHkVR0Ol0XL9+HbVajZ2d9EwWQgjRcEhCUQghhBBCiApQq9U0b96c+Ph44uLiSt1GURRyc3NxdHSsNxOy1beYqjserVZLYGBgvUi2CiGEEBUlCUUhhBBCCCEqyM7OjsDAQAoKCjAYDCXW6/V6oqKiGDhwYL0ZeqW+xVSd8Wg0GmxsbOpFolUIIYSoDEkoCiGEEEIIUQkqlQpbW9tSk1EajYaCggIcHBzqRfIN6l9M9S0eIYQQwhKkX74QQgghhBBCCCGEEKLCJKEohBBCCCGEEEIIIYSoMEkoCiGEEEIIIYQQQgghKkzGUBRWQVEUADIyMu66LL1eT05ODhkZGfViXByJx7pJPNZN4rFu9S0eqJmYiv42Fv2tFDXrbtsk8r62fhKPdZN4rJvEY91qIx5pl4giklAUViEzMxOAgIAAC9dECCGEsE6ZmZm4ublZuhr1nrRJhBBCiPJJu0SoFEkrCytgNBqJi4vDxcUFlUp1V2VlZGQQEBBAbGwsrq6u1VRDy5F4rJvEY90kHutW3+KBmolJURQyMzPx9/dHrZbRamra3bZJ5H1t/SQe6ybxWDeJx7rVRjzSLhFFpIeisApqtZqmTZtWa5murq714o9CEYnHukk81k3isW71LR6o/pikB0Dtqa42ibyvrZ/EY90kHusm8Vi3mo5H2iUCZFIWIYQQQgghhBBCCCFEJUhCUQghhBBCCCGEEEIIUWGSUBT1jr29Pe+88w729vaWrkq1kHism8Rj3SQe61bf4oH6GZOonPr4HqhvMUk81k3isW4Sj3Wrb/EI6yaTsgghhBBCCCGEEEIIISpMeigKIYQQQgghhBBCCCEqTBKKQgghhBBCCCGEEEKICpOEohBCCCGEEEIIIYQQosIkoSiEEEIIIYQQQgghhKgwSSiKOikoKAiVSmX2WLBggWn9pUuXSqxXqVT8+eefdyz3ypUrjB49Gq1WS+PGjXnjjTcoKCio6XDKjScyMpKHHnoIPz8/nJycCAkJYfXq1eWWW9pr8M0339RkKED58QAcPXqUAQMG4ODgQEBAAP/3f/9XbrmWOj9F8vPzCQkJQaVSER0dbVo+d+7cUl9rJyenO5ZnqfNTpKx46tr1U6SseOra9VOkrHigbl0/Dz74IIGBgTg4OODn58eTTz5JXFycaX1du37Ki6euXj+ibPPnz6dv375otVrc3d1L3aYi5y8yMpJu3bphb29Pq1atiIiIKPfYVbnWq+LQoUMMHz4cd3d3GjVqxLPPPktWVpZpfURERKnva5VKRVJSUpnlVqQ9YIl4oGqfISkpKUycOBFXV1fc3d156qmnSpRbE8qL58iRI4wfP56AgAAcHR1p3749ixYtKrdcaz4/VflMtNT5OXv2LA899BBeXl64urrSv39//vjjD9P6unb9lBcP1K3rp7x46tr1U5HzU5euH1HHKULUQc2aNVPmzZunxMfHmx5ZWVmm9TExMQqg/P7772bb6HS6MsssKChQOnXqpAwbNkw5fPiw8ssvvyheXl7K7NmzLR7P/Pnzlb///e/Krl27lPPnzysLFy5U1Gq18r///e+O5QLK8uXLzcrNzc2t6XDKjSc9PV3x8fFRJk6cqBw/flz5+uuvFUdHR+WLL74os0xLnp8iL7/8sjJy5EgFUA4fPmxanpmZaRZrfHy80qFDB2Xy5Ml3LM9S56dIWfHUteunSFnx1LXrp0hZ8dS16+fjjz9W9uzZo1y6dEnZtWuX0qdPH6VPnz6m9XXt+ikvnrp6/YiyzZkzR/n444+V6dOnK25ubiXWV+T8Xbx4UdFqtcr06dOVkydPKosXL1Y0Go2yadOmMo9blWu9Kq5du6Z4eHgozz//vHL69Gll3759St++fZVHH33UtE1OTk6J6zQ0NFQZNGjQHcsurz1QEyoSj6JU7TNkxIgRSnBwsPLnn38qO3bsUFq1aqWMHz++JsOpUDxfffWV8vLLLyuRkZHKhQsXlFWrVimOjo7K4sWL71i2tZ6fqn4mWuL8KIqitG7dWhk1apRy5MgR5ezZs8qLL76oaLVaJT4+XlGUunX9VCQeRak714+ilB9PXbp+KhJPXbt+RN0mCUVRJzVr1kz55JNPylxf9A9d8X/Cy/PLL78oarVaSUhIMC37/PPPFVdXVyU/P/8ualu+8uIpzahRo5QpU6bccRtA+emnn6pesSoqL55//etfioeHh9nrOnPmTKVt27Zl7mPJ81N0/Hbt2iknTpwo970VHR2tAEpUVNQdy7TU+VGUO8dT166fouNX9PwoinVfP4py53jq4vVT3Pr16xWVSlVmgq0uXD/F3R5PXbx+RMUsX7681IRiRc7fm2++qXTs2NFsv3HjximhoaFlHq8q13pVfPHFF0rjxo0Vg8FgWnb06FEFUM6dO1fqPklJSYqtra2ycuXKO5ZdlfbN3apoPJX9DDl58qQCKPv37zct+/XXXxWVSqVcu3atWupemqqcH0VRlBdffFEZMmTIHcu21vNTlc9ES52f69evl/iblZGRoQDKli1bSt3Hmq+fisZTV66fqpwfRbHe66ci8dSl60fUfXLLs6izFixYQKNGjejatSsffPBBqd24H3zwQRo3bkz//v35+eef71jenj176Ny5Mz4+PqZloaGhZGRkcOLEiWqv/+0qEk9x6enpeHp6llvuSy+9hJeXF7169WLZsmUoilJdVb6jO8WzZ88eBg4ciJ2dnWlZaGgoZ86cITU1tdTyLHl+EhMTeeaZZ1i1ahVarbbc7b/88kvatGnDgAEDyt3WEuenovHUleunsucHrPv6KS+eunb9FJeSksLq1avp27cvtra2pW5j7ddPcXeKp65cP+LuVeT87dmzh2HDhpntFxoayp49e+5YbmWv9arIz8/Hzs4OtfrWvwWOjo4A7Ny5s9R9Vq5ciVar5bHHHiu3/Mq2b+5WZeKpzGfInj17cHd3p0ePHqZlw4YNQ61Ws3fv3mqO4paqnB+o+N85azw/VflMtNT5adSoEW3btmXlypVkZ2dTUFDAF198QePGjenevXup+1jz9VOZeOrC9VOV8wPWe/1UJJ66dP2Ius/G0hUQoipefvllunXrhqenJ7t372b27NnEx8fz8ccfA+Ds7MxHH31Ev379UKvV/PDDD4wZM4Z169bx4IMPllpmQkKC2QcvYHqekJBg0Xhu9+2337J//36++OKLO5Y7b948hg4dilarZfPmzbz44otkZWXx8ssv10QYJuXFk5CQQPPmzc32Kf5ae3h4lCjTUudHURTCwsJ4/vnn6dGjB5cuXbrj9nl5eaxevZpZs2aVW7Ylzk9F4qlL109lzw9Y9/VTkXjq0vVTZObMmXz22Wfk5ORwzz33sGHDhlK3s/brp8id4qlL14+oHhU5f2Vtk5GRQW5urimhcnu5lb3Wq2Lo0KFMnz6dDz74gFdeeYXs7GzTNRgfH1/qPl999RUTJkwotd7FVbZ9Ux0qGk9lP0MSEhJo3Lix2TIbGxs8PT1r9DqtyvnZvXs3a9euZePGjXcs21rPT1U+Ey11flQqFb///jtjxozBxcUFtVpN48aN2bRpU5nXqDVfPxWNp65cP1U5P9Z8/VQknrp0/Yh6wFJdI4W43cyZMxXgjo9Tp06Vuu9XX32l2NjYKHl5eWWW/+STTyr9+/cvc/0zzzyj3HfffWbLsrOzFUD55ZdfrCaebdu2KVqtVlmxYkWl6/T2228rTZs2rfR+ilK98QwfPlx59tlnzbYpurXz5MmTpZZhqfOzaNEipV+/fkpBQYGiKOXfzrhmzRrFxsbG7DaDiqqN81PZeIpY6/VT2Xis/fqpSDx16fopcv36deXMmTPK5s2blX79+imjRo1SjEZjiXKt/fqpbDxFavv6EeWryt+0sm55rsj5a926tfL++++bbbNx40YFUHJyckqtY1Wu9arGuHr1asXHx0fRaDSKnZ2dMmPGDMXHx0dZsGBBiXJ3796tAMqBAwfKrcPtKtJeq+14ipT3GTJ//nylTZs2JZZ7e3sr//rXv6wmnmPHjileXl7Ke++9V+k6Wcv5qcpnoqXOj9FoVB588EFl5MiRys6dO5WDBw8qL7zwgtKkSRMlLi6uRLnWfv1UNp4i1nr9VDYea79+KhKPNVw/ouGQHorCarz++uuEhYXdcZsWLVqUurx3794UFBRw6dIl2rZtW+Y2W7ZsKbNsX19f9u3bZ7YsMTHRtK6yaiKe7du388ADD/DJJ58wadKkStepd+/evPfee+Tn52Nvb1+pfaszHl9fX9NrW6S819pS52fbtm3s2bOnxOvVo0cPJk6cyIoVK8yWf/nll9x///0lvhmsiNo4P5WNp3jdrPH6qUw8deH6qUg8den6KeLl5YWXlxdt2rShffv2BAQE8Oeff9KnTx+zfaz9+ilS0XiK1602rx9Rvrv5m3a7ipy/sq5bV1fXMnspVeVaL64yMU6YMIEJEyaQmJiIk5MTKpWKjz/+uNTX4MsvvyQkJOSOtwuWpSLttbLUVDzF63anzxBfX98SM/IWFBSQkpJS45+jFY3n5MmT3HvvvTz77LP8/e9/r3SdrOX8VOUz0VLnZ9u2bWzYsIHU1FRcXV0B+Ne//sWWLVtYsWJFiR731n79VDae4nWzxuunMvHUheunIvFYw/UjGhBLZzSFqA7//e9/FbVaraSkpJS5zdNPP6107dq1zPVFA9gmJiaaln3xxReKq6trlb5puhulxfPHH38oTk5OymeffVblcv/xj38oHh4e1VHFSrk9nqKB5otPyjB79uwKTSpR2+fn8uXLyrFjx0yP3377TQGU77//XomNjTXb9uLFi4pKpSp39uCy1Mb5qUw8xVnr9VPReOrK9VOReOrS9VOay5cvK4Dyxx9/mC2vC9dPacqKpzhrvX5E5ZQ3Kcudzt+bb76pdOrUyWy/8ePHV2hSlspc69Xlq6++UrRarZKammq2PDMzU3F2di539tOyVKS9VhPKiqe48j5DiiYtKN6z7LfffrPIpAWlxXP8+HGlcePGyhtvvFHlcq3l/FTlM9FS5+fnn39W1Gq1kpmZaba8TZs2yvz5882W1YXrpzLxFGet109F46kr109F4qlL14+o+yShKOqc3bt3K5988okSHR2tXLhwQfnvf/+reHt7K5MmTTJtExERoaxZs0Y5deqUcurUKWX+/PmKWq1Wli1bZtrmxx9/NGuUFxQUKJ06dVLuu+8+JTo6Wtm0aZPi7e2tzJ492+LxFN2mOXv2bCU+Pt70SE5OLjOen3/+WfnPf/6jHDt2TDl37pzyr3/9S9FqtcqcOXMsHk9aWpri4+OjPPnkk8rx48eVb775RtFqtcoXX3xRZjyWOj+3u9MttX//+98Vf39/0+2qxVnL+bldafHUpevndqXFU5eun9uVFk9dun7+/PNPZfHixcrhw4eVS5cuKVu3blX69u2rtGzZskSjti5cPxWJpy5fP6J0ly9fVg4fPqy8++67irOzs3L48GHl8OHDpn/oKnL+Ll68qGi1WuWNN95QTp06pSxZskTRaDTKpk2bTNssXrxYGTp0qOl5Ra716rJ48WLl4MGDypkzZ5TPPvtMcXR0VBYtWlRiuy+//FJxcHAoNTG3d+9epW3btsrVq1cVRalYe6CmlBdPRT5Dbo9HURRlxIgRSteuXZW9e/cqO3fuVFq3bq2MHz/e4vEcO3ZM8fb2Vp544gmzv3NJSUllxmPN56ci15S1nJ/r168rjRo1Uh555BElOjpaOXPmjDJjxgzF1tZWiY6ONtu2Llw/FYmnLl0/FYmnLl0/FYmnLl0/ou6ThKKocw4ePKj07t1bcXNzUxwcHJT27dsr77//vtk/pxEREUr79u0VrVaruLq6Kr169VK+++47s3KWL1+u3N5J99KlS8rIkSMVR0dHxcvLS3n99dcVvV5v8XgmT55c6lgagwYNKjOeX3/9VQkJCVGcnZ0VJycnJTg4WFm6dKliMBgsHo+iKMqRI0eU/v37K/b29kqTJk1KjANkLefndmUlFA0Gg9K0aVPlb3/7W6n7Wcv5uV1ZCcW6cv3crrR46tL1c7uy3m915fo5evSoMmTIEMXT01Oxt7dXgoKClOeff96sAasodef6qUg8dfn6EaUr6zOkeK/Uipy/P/74QwkJCVHs7OyUFi1aKMuXLzdb/8477yjNmjUzW1betV5dnnzyScXT01Oxs7NTunTpoqxcubLU7fr06aNMmDCh1HV//PGHAigxMTGKolS8PVATyounIp8ht8ejKIqSnJysjB8/XnF2dlZcXV2VKVOmlOgpZIl43nnnnVLfo8XfT3Xp/ChK+deUNZ2f/fv3K/fdd5/i6empuLi4KPfcc0+pY9XVleunvHjq2vVTXjx17fqpyPutLl0/om5TKcod5ncXQgghhBBCCCGEEEKIYtSWroAQQgghhBBCCCGEEKLukISiEEIIIYQQQgghhBCiwiShKIQQQgghhBBCCCGEqDBJKAohhBBCCCGEEEIIISpMEopCCCGEEEIIIYQQQogKk4SiEEIIIYQQQgghhBCiwiShKIQQQgghhBBCCCGEqDBJKAohhBBCCCGEEEIIISpMEopCCCFq1ODBg3n11VctXQ0hhBBCCCIiInB3d7d0NYQQos6ThKIQQlhYWFgYKpUKlUqFnZ0drVq1Yt68eRQUFAAQGRlpWq9SqfD29mbUqFEcO3bMrBydTsf//d//ERwcjFarxcvLi379+rF8+XL0er3pWGPGjKntEIUQQghRBxS1SZ5//vkS61566SVUKhVhYWFm29/erkhISOCvf/0rLVq0wN7enoCAAB544AG2bt1q2iYoKIiFCxeWOMbcuXMJCQmppmiEEELUJEkoCiGEFRgxYgTx8fGcO3eO119/nblz5/LBBx+YbXPmzBni4+P57bffyM/PZ/To0eh0OqAwmRgaGsqCBQt49tln2b17N/v27eOll15i8eLFnDhxwhJhCSGEEKKOCQgI4JtvviE3N9e0LC8vjzVr1hAYGHjHfS9dukT37t3Ztm0bH3zwAceOHWPTpk0MGTKEl156qaarLoQQohZJQlEIIayAvb09vr6+NGvWjBdeeIFhw4bx888/m23TuHFjfH196datG6+++iqxsbGcPn0agIULFxIVFcXWrVt56aWXCAkJoUWLFkyYMIG9e/fSunXrStdp8+bNODg4kJaWZrb8lVdeYejQoQAkJyczfvx4mjRpglarpXPnznz99dd3LFelUrFu3TqzZe7u7kRERJiex8bGMnbsWNzd3fH09OShhx7i0qVLlY5BCCGEEJXTrVs3AgIC+PHHH03LfvzxRwIDA+natesd933xxRdRqVTs27ePRx99lDZt2tCxY0emT5/On3/+eVf1MhqNNG3alM8//9xs+eHDh1Gr1Vy+fBmAjz/+mM6dO+Pk5ERAQAAvvvgiWVlZZZZbWi/LV199lcGDB5sdOzw8nObNm+Po6EhwcDDff//9XcUjhBB1nSQUhRDCCjk6Opp6H94uPT2db775BgA7OzsAVq9ezbBhw0pt6Nva2uLk5FTpOtx77724u7vzww8/mJYZDAbWrl3LxIkTgcIeC927d2fjxo0cP36cZ599lieffJJ9+/ZV+nhF9Ho9oaGhuLi4sGPHDnbt2oWzszMjRowo8zURQgghRPWZOnUqy5cvNz1ftmwZU6ZMueM+KSkpbNq0iZdeeqnUdsfdjluoVqsZP348a9asMVu+evVq+vXrR7NmzUzbffrpp5w4cYIVK1awbds23nzzzbs6dnh4OCtXrmTp0qWcOHGC1157jSeeeILt27ffVblCCFGXSUJRCCGsiKIo/P777/z222+mXoBFmjZtirOzM+7u7qxZs4YHH3yQdu3aAXDu3DnT79VFo9Hwl7/8xazhvnXrVtLS0nj00UcBaNKkCTNmzDD1iPzrX//KiBEj+Pbbb6t83LVr12I0Gvnyyy/p3Lkz7du3Z/ny5Vy5coXIyMi7DUsIIYQQ5XjiiSfYuXMnly9f5vLly+zatYsnnnjijvucP38eRVEq3B6ZOXMmzs7OZo/333//jvtMnDiRXbt2ceXKFaCw5+A333xj+qITCnsXDhkyhKCgIIYOHco//vGPu2qX5Ofn8/7777Ns2TJCQ0Np0aIFYWFhPPHEE3zxxRdVLlcIIeo6G0tXQAghBGzYsAFnZ2f0ej1Go5EJEyYwd+5cs2127NiBVqvlzz//5P3332fp0qWmdYqi1Ei9Jk6cyD333ENcXBz+/v6sXr2a0aNHm3oZGAwG3n//fb799luuXbuGTqcjPz8frVZb5WMeOXKE8+fP4+LiYrY8Ly+PCxcu3E04QgghhKgAb29vRo8eTUREBIqiMHr0aLy8vO64T2XbIm+88YbZBC8An376KVFRUWXuExISQvv27VmzZg2zZs1i+/btJCUl8fjjj5u2+f333wkPD+f06dNkZGRQUFBAXl4eOTk5VWqfnD9/npycHIYPH262XKfTlXsLuBBC1GeSUBRCCCswZMgQPv/8c+zs7PD398fGpuTHc/PmzXF3d6dt27YkJSUxbtw4U6O7TZs2pvEUq1PPnj1p2bIl33zzDS+88AI//fST2ViHH3zwAYsWLWLhwoWm8YpeffXVO96arFKpSvzTUTQLNUBWVhbdu3dn9erVJfb19va++6CEEEIIUa6pU6cybdo0AJYsWVLu9q1bt0alUlW4PeLl5UWrVq3Mlnl6epa738SJE00JxTVr1jBixAgaNWoEFE4Kc//99/PCCy8wf/58PD092blzJ0899RQ6na7UhKJarS63XQKwceNGmjRpYradvb19hWIVQoj6SG55FkIIK+Dk5ESrVq0IDAwsNZl4u5deeonjx4/z008/ATBhwgR+//13Dh8+XGJbvV5PdnZ2les2ceJEVq9ezf/+9z/UajWjR482rdu1axcPPfQQTzzxBMHBwbRo0YKzZ8/esTxvb2/i4+NNz8+dO0dOTo7pebdu3Th37hyNGzemVatWZg83N7cqxyGEEEKIiisau7hobOPyeHp6EhoaypIlS0ptd9w+yVtVTZgwgePHj3Pw4EG+//57s9udDx48iNFo5KOPPuKee+6hTZs2xMXF3bG829slANHR0abfO3TogL29PVeuXCnRLgkICKiWmIQQoi6ShKIQQtRBWq2WZ555hnfeeQdFUXj11Vfp168f9957L0uWLOHIkSNcvHiRb7/9lnvuuYdz586Z9k1PTyc6OtrsERsbW+axJk6cyKFDh5g/fz6PPfaY2bfxrVu3ZsuWLezevZtTp07x3HPPkZiYeMe6Dx06lM8++4zDhw9z4MABnn/+eWxtbc2O5+XlxUMPPcSOHTuIiYkhMjKSl19+matXr97FqyaEEEKIitJoNJw6dYqTJ0+i0WgqtM+SJUswGAz06tWLH374gXPnznHq1Ck+/fRT+vTpUy31CgoKom/fvjz11FMYDAYefPBB07pWrVqh1+tZvHgxFy9eZNWqVWZDxJRm6NChHDhwgJUrV3Lu3Dneeecdjh8/blrv4uLCjBkzeO2111ixYgUXLlzg0KFDLF68mBUrVlRLTEIIURdJQlEIIeqoadOmcerUKb777jvs7e3ZsmULb775Jl988QX33HMPPXv25NNPP+Xll1+mU6dOpv0iIyPp2rWr2ePdd98t8zitWrWiV69eHD161KwXAMDf//53unXrRmhoKIMHD8bX15cxY8bcsd4fffQRAQEBDBgwgAkTJjBjxgyzW5C0Wi1RUVEEBgbyyCOP0L59e5566iny8vJwdXWt2oslhBBCiEpzdXWt1N/eFi1acOjQIYYMGcLrr79Op06dGD58OFu3buXzzz+vtnpNnDiRI0eO8PDDD+Po6GhaHhwczMcff8w///lPOnXqxOrVqwkPD79jWaGhobz99tu8+eab9OzZk8zMTCZNmmS2zXvvvcfbb79NeHg47du3Z8SIEWzcuJHmzZtXW0xCCFHXqJSaGslfCCGEEEIIIYQQQghR70gPRSGEEEIIIYQQQgghRIVJQlEIIYQQQgghhBBCCFFhklAUQgghhBBCCCGEEEJUmI2lKyAEgNFoJC4uDhcXF1QqlaWrI4QQQlgNRVHIzMzE398ftVq+C65p0iYRQgghyibtElFEEorCKsTFxREQEGDpagghhBBWKzY2lqZNm1q6GvWetEmEEEKI8km7REhCUVgFFxcXoPBDydXV9a7L0+v1bN68mfvuuw9bW9u7Ls/SJB7rJvFYv/oWk8Rj3ao7noyMDAICAkx/K0XNqu42Cch73NpJPNZN4rFuEo91q4l4pF0iikhCUViFoluKXF1dqy2hqNVqcXV1rTd/CCQe6yXxWL/6FpPEY91qKh65/bZ2VHebBOQ9bu0kHusm8Vg3ice61WQ80i4RcsO7EEIIIYQQQgghhBCiwiShKIQQQgghhBBCCCGEqDC55VkIIYSwIIPBgF6vr9Q+er0eGxsb8vLyMBgMNVSz2iPxgK2tLRqNpoZrJoQQQpRN2iQSD0ibRFScJBRFtQkKCsLV1RW1Wo2Hhwd//PGHpaskhBBWS1EUEhISSEtLq9K+vr6+xMbG1ovxaySeQu7u7vj6+taL10AIIUTdIW2SWySeQtImERUhCUVRrXbv3o2zs7OlqyGEEFavqOHeuHFjtFptpRpsRqORrKwsnJ2dUavr/uglDT0eRVHIyckhKSkJAD8/v5quohBCCGEibZJbGno80iYRlSEJRSGEEGaMipEUww2MitHSVam3DAaDqeHeqFGjSu9vNBrR6XQ4ODjUm8ZuQ4/H0dERgKSkJBo3biy3GgkhxE1ZugxyjdmWrka9JW0ScxKPtElExdX9K0RUi6ioKB544AH8/f1RqVSsW7euxDZLliwhKCgIBwcHevfuzb59+8zWq1QqBg0aRM+ePVm9enUt1VwIUd0+3fQ0H2cu5PPfnrN0VeqtovGJtFqthWsirEnR+6Gy41cJIUR9ZTQaGPj9YOZnhKPT51q6OvWStElEaaRNIipCEooCgOzsbIKDg1myZEmp69euXcv06dN55513OHToEMHBwYSGhpq6QgPs3LmTgwcP8vPPP/P+++9z9OjR2qq+EKKaKJmZvPHQfzkWdpw18ftRFMXSVarXZFwaUZy8H4QQwlx+chzHwo5zLOw4yZf3W7o69Zr8DRLFyftBVIQkFAUAI0eO5B//+AcPP/xwqes//vhjnnnmGaZMmUKHDh1YunQpWq2WZcuWmbZp0qQJUDjOwqhRozh06FCt1F0IUX0yM+PMniennrdQTYQQQgjR0CncGn7FqBRYsCZCCCFuJ2MoinLpdDoOHjzI7NmzTcvUajXDhg1jz549QGEPR6PRiIuLC1lZWWzbto2xY8eWWWZ+fj75+fmm5xkZGUBhl+rq6FZdVEZ96aIt8Vi3+hTPtcRjuBZ7fv5SFG4uQZaqTrWxtnOk1+tRFAWj0YjRWPmxKot6jhaVYUlDhw4lODiYTz75pMplKIrCggUL2LRpU6W+jEpISGDSpEns2bMHW1tbUlJSSt0uMjKSe++9l+TkZNzd3atcz4qq6vkxGo0oioJerzcbr8ha3rdCCFHbjEZDqb8LUZbBgwcTEhLCwoUL76qcd999l/Xr1xMdHV3hfRISEnjyySfZvXs3tra2Zc6aHRkZyZAhQ0hNTa2VdokQNUUSiqJcN27cwGAw4OPjY7bcx8eH06dPA5CYmGjq3WgwGHjmmWfo2bNnmWWGh4fz7rvvlli+efPmah2/Y8uWLdVWljWQeKxbfYgnOfFX2hd7vuvIbyTGelmsPtXNWs6RjY0Nvr6+ZGVlodPpqlxOZmZmNdaqagoKCtDpdKYvhu6GwWCoVDn//Oc/uXbtGlFRUbi6upa5b6dOnTh9+jQqlapa6llRlT0/Op2O3NxcoqKiKCi41RMnJyenuqsmhBB1gsEgX6iIuuOTTz4hPj6e6Oho3Nzcytyub9++xMfH33EbIeoCSSiKatGiRQuOHDlS4e1nz57N9OnTTc8zMjIICAjgvvvuw9XV9Q57Voxer2fLli0MHz4cW1vbuy7P0iQe61af4vlpw69mzzVuMGrUKAvVpvpY2znKy8sjNjYWZ2dnHBwcKr2/oihkZmbi4uJi8TFubGxssLOzq/Jnt6IopuSZRqOpVDlXr16lZ8+edO3atcxt9Ho9rq6ueHnVXmK8qucnLy8PR0dHBg4caPa+qM0kqBBCWBOjURKKonYVb5dU1oULF+jevTutW7cucxu9Xo+dnR2+vr5VraIQVkPGUBTl8vLyQqPRkJiYaLY8MTGxyh+E9vb2uLq6mj0AbG1tq+1R3eVZ+iHxWPejvsSTlGt+nSflJVu8TvX1HKlUKtRqdZUeRUmquymjKo/c3FzCwsJwdXWlSZMmptuci9dj9erV9OrVCzc3N/z9/XniiSe4ceOGaX1UVBQajYbffvuNnj174ujoyK5du0zvuaLtYmJiaNWqFS+//HKpcbZo0YIff/yRVatWodFomDp1Kmq1Go1GwxdffMGYMWNwcXEhPDzcdMyMjAzUajUrV67E09OTLVu20LFjR1xdXRk1ahSJiYmm8o1GI6+++iqenp54e3sze/ZspkyZwiOPPGLaBgp7SbZs2RInJye6du3Kjz/+eFfnR6VSlfn+FUKIhqZ4D0WjYtkhPoT1yc7OZtKkSTg7O+Pn58dHH31UYptVq1bRo0cPXFxc8PX1ZcKECWYTi0ZGRqJSqfj111/p3r07jo6O/PnnnyXKuXDhAi1atGDatGmlTloYFBTEDz/8wMqVK1GpVISFhQGFbYHPP/+cBx98ECcnJ+bPn286ZtEt0REREbi7u/Pbb7/Rvn17nJ2dGTFiBPHx8abyCwoKePnll3F3d6dRo0bMnDmTyZMnM2bMGNM2RqOR8PBwmjdvjqOjI8HBwXz//fdVfHWFKJ8kFEW57Ozs6N69O1u3bjUtMxqNbN26lT59+liwZkKI6paYm2z+XC89o2qDoijk6Aoq9cjVGSq9T2mPyszk/cYbb7B9+3bWr1/P5s2biYyMLDHmoV6v57333uPIkSOsW7eOS5cumRrVxc2aNYsFCxZw6tQpunTpYrbu6NGj9O/fnwkTJvDZZ5+V2stv//79jBgxgrFjxxIfH8+iRYtM6+bOncvDDz/MsWPHmDp1aqmx5OTk8OGHH7Jq1SqioqK4cuUKM2bMMK3/5z//yerVq1m+fDm7du0iIyODdevWmZURHh7OypUrWbp0KSdOnOC1117jiSeeYPv27eW9lEIIISpAMd7qKSZjKNaeyrZLqqtNYg3tkhMnTtCxY0ezdXW5XTJp0iSzL26FqE5yy7MAICsri/Pnb83mGhMTQ3R0NJ6engQGBjJ9+nQmT55Mjx496NWrFwsXLiQ7O5spU6ZYsNZCiOqWUGA+5luCIc9CNWlYcvUGOsz5zSLHPjkvFK1d+c2BrKwsvvrqK/773/9y7733ArBixQqaNm1qtl3xhnKLFi349NNP6dmzJ1lZWTg7O5vWzZs3j+HDhwOYTVyye/du7r//ft566y1ef/31Muvj7e2Nvb09jo6OJXrLT5gwwezv08WLF0vsr9frWbp0KS1btgRg2rRpzJs3z7R+8eLFzJ492zQ+8GeffcYvv/xiWp+fn8/777/P77//bvpyrUWLFuzcuZN///vffP7552XWXQghRMUUn9nZILc/15qG3C4xGo1mQ43U9XbJjh07WL58OSNHjiyz7kJUlSQUBQAHDhxgyJAhpudF4xtOnjyZiIgIxo0bx/Xr15kzZw4JCQmEhISwadOmEhO1CCHqtkTFfIKQRJWCYjSiUkuH9obuwoUL6HQ6evfubVrm6elJ27ZtzbY7ePAgc+fO5ciRI6SmppqShVeuXKFDhw6m7Xr06FHiGFeuXGH48OHMnz+fV199tcp1La3s22m1WlOjHcDPz890C1R6ejqJiYn06tXLtF6j0dC9e3dTPOfPnycnJ8eUFC2i0+nuOKajEEKIijMW66EoE7SI4qRdUvF2ye13gghRXSShKAAYPHhwud3Lp02bxrRp02qpRkKI2mYo0HNdZf45kK9WkZZ+CQ+PFhaqVcPgaKvh5LzQCm9vNBrJzMjExdXFNJbf3Ry7umRnZxMaGkpoaCirV6/G29ubK1euEBoaWmI2aycnpxL7e3t74+/vz9dff83UqVOrPNFLaWXf7vZxCVUqVaVus8rKygJg48aNNGnS5I5lCyGEqJriSURFEoq1pjLtkupskxQdu7pIu6Tw/NweqxDVRbqcCCGEAOBGylkMxcaE8TAWNmISr5+wVJUaDJVKhdbOplIPRztNpfcp7VHRWYhbtmyJra0te/fuNS1LTU3l7NmzpuenT58mOTmZBQsWMGDAANq1a2c28Hl5HB0d2bBhAw4ODoSGhpKZmVn+TjXAzc0NHx8f9u/fb1pmMBjMxmXq0KED9vb2XLlyhVatWpk9AgICLFFtIYSod4r3UCx++7OoWZVtl1RXm0TaJaW723bJ7beBC1FdpIeiEEIIAOKvHzd73hgNcUBSynnaWaZKwoo4Ozvz1FNP8cYbb9CoUSMaN27MW2+9ZdYbITAwEDs7OxYvXszzzz/P8ePHee+99yp1HCcnJzZu3MjIkSMZOXIkmzZtMhvjqLb89a9/JTw8nFatWtGuXTsWL15Mamqq6R8dFxcXZsyYwWuvvYbRaKR///6kp6eza9cunJ2dTWMcCSGEqLri4yYaJKEoipF2ScXaJTt37sTW1pbnnnuu1uss6j/poSiEEAKAhNRzZs+9NY6FyzMuWaA2whp98MEHDBgwgAceeIBhw4bRv39/unfvblrv7e1NREQE3333HR06dGDBggV8+OGHlT6Os7Mzv/76K4qiMHr0aLKzs6szjAqZOXMm48ePZ9KkSfTp0wdnZ2dCQ0NxcHAwbfPee+/x9ttvEx4eTvv27RkxYgQbN26kefPmtV5fIYSoj4rP7GwwSkJRmJN2ScXaJYGBgbVeX9EwqJTK3JgvRA3JyMjAzc2N9PT0Ko9NUZxer+eXX35h1KhR9WIsK4nHutWXeCI2Psu/ru1i33MnAQhfPow1qgSedWnPXx/51sK1uzvWdo7y8vKIiYmhefPmZg3BiiqagdDV1bVaxiuytLoQj9FopH379owdO7bc3g1Vjaes90V1/40Ud1YTr7e1fQbdLYnHutWneM4e+YE2IY8B8GfUQu4Z8IqFa3T3rO38SJvEXF2Jp6Ltkupuk4C0S8QtcsuzEEIIAOKzE8yeN3b0grwEkvKSLVQjISzn8uXLbN68mUGDBpGfn89nn31GTEwMEyZMsHTVhBCiwSjeQ7H470I0NNIuEdbIelPuQgghalVCforZc28nPwAS9RmWqI4QFqVWq4mIiKBnz57069ePY8eO8fvvv9O+fXtLV00IIRoMY/ExFI0yy7NouKRdIqyR9FAUQggBQHyB+Xgw3q6BkAyJhnwL1UgIywkICGDXrl2Wroa4Czk5ObRv357HH3+8SmNmCSEsz2A2hqL0UBQNl7RLhDWSHopCCCEASMD8m39vj1YAJKoMIMPtCiHqmPnz53PPPfdYuhpCiLugFJvZWSZlEUII6yIJRSGEEOTmpZOqVpkt8/bqAEC2Wk1W5jVLVEsIIark3LlznD59mpEjR1q6KkKIu1BQ7DZnRXooCiGEVZGEohBCCBKvnwDA0Wg0LdM6euJiLOyZmHT9pEXqJYRoeKKionjggQfw9/dHpVKxbt26EtssWbKEoKAgHBwc6N27N/v27TNbP2PGDMLDw2upxkKImlJQoDP9blCkh6IQQlgTSSgKIYQg/kZhwtBHMf+z4IMGgISUs7VeJyFEw5SdnU1wcDBLliwpdf3atWuZPn0677zzDocOHSI4OJjQ0FCSkpIAWL9+PW3atKFNmza1WW0hRA0oMN4ax1lueRZCCOsik7IIIYQgIe0iAL5qe7PlPhpHzivZJKZfskCthBAN0ciRI+94q/LHH3/MM888w5QpUwBYunQpGzduZNmyZcyaNYs///yTb775hu+++46srCz0ej2urq7MmTOn1PLy8/PJz7+VtMjIKJzZXq/Xo9dXz6yyReVUV3mWJvFYt/oUT77+1rWpL9DVi5is7fzo9XoURcFoNGIsdqdKRSk3x9kuKqOuk3gKGY1GFEVBr9ej0WjM1lnLe1dYniQUhRBCEJ9xBQAfWzez5T52bpCfTVJWnCWqJYQQZnQ6HQcPHmT27NmmZWq1mmHDhrFnzx4AwsPDTbc7R0REcPz48TKTiUXbv/vuuyWWb968Ga1WW63137JlS7WWZ2kSj3WrD/EkJZ5hyM3fr8Zd5ZdffrFofaqTtZwfGxsbfH19ycrKQqfTlb9DGTIzM6uxVpbX0OPR6XTk5uYSFRVFQYF57+CcnJzqrJqowyShKIQQgricwlsF/bSNzZb7OHhBfhyJuTcsUS3RwEVGRjJkyBBSU1Nxd3e3dHVMwsLCSEtLK3VsP1Gzbty4gcFgwMfHx2y5j48Pp0+frlKZs2fPZvr06abnGRkZBAQEcN999+Hq6npX9S2i1+vZsmULw4cPx9bWtlrKtCSJx7rVp3i2/v6n6Xcf38aMGjXKgrWpHtZ2fvLy8oiNjcXZ2RkHB4dK768oCpmZmbi4uKBSqcrfwcrdKZ7IyEjuvfdekpOTrapdMmXKFNLS0vjpp59KrKvq+cnLy8PR0ZGBAweWeF8U9eQXQhKKQgghiNelAeDr7G+2vLGzP6QfJVGXboFaiYbk/vvvp3v37ixatMjSVSnXokWLTLcQAQwePJiQkBAWLlxouUqJUoWFhZW7jb29Pfb29iWW29raVvs/+zVRpiVJPNatPsRjVG7N7Kyg1Pl4irOW82MwGFCpVKjVatTqyk+xUHQbbVEZdV1RPPfee2+Jv+1F8VX1taopn376KYqimOpUvF1S1fOjVqtRqVSlvk+t4X0rrIMkFIUQQnDNmAdq8PNoZbbcxy0IrkGSIdcyFRP1nk6nw8ambjVH3Nzcyt9I1AgvLy80Gg2JiYlmyxMTE/H19bVQrYQQNaXAeOsW3OLJRSFqyt3c9m0p0i4RlmI9aXUhhBAWYTAUkKgq/PbSz7uD2TqfRm0BSEQa8aLwG++XX36ZN998E09PT3x9fZk7d67ZNleuXOGhhx7C2dkZV1dXxo4da5b8mTt3LiEhIXz55Zc0b94cBwcHpkyZwq5du/j0009RqVSoVCouXbpk2ufgwYP06NEDrVZL3759OXPmzB3refXqVcaPH4+npydOTk706NGDvXv3AnDhwgUeeughfHx8cHZ2pmfPnvz++++mff/2t7/Ru3fvEmUGBwczb948oLDX25gxY0y/b9++nUWLFpnqHhMTQ7du3fjoo4/MyoiOjkalUnH+/PlyX2tROjs7O7p3787WrVtNy4xGI1u3bqVPnz4WrJkQoiYUFJvZWRKK4nY10S7RarW8+OKLJf6219V2iUaj4fLly7Rp04YPP/zQrAxpl4i7JQlFIYRo4K6nnqdApcJGUfDyui2heDPBmKpRk5993RLVaxgUBXTZlXvocyq/T2mPYrfuVsSKFStwcnJi7969/N///R/z5s0zDSxvNBp56KGHSElJYfv27WzZsoWLFy8ybtw4szLOnz/PDz/8wI8//kh0dDQLFy6kZ8+ePP3008THxxMfH09AQIBp+7feeouPPvqIAwcOYGNjw9SpU8usX1ZWFoMGDeLatWv8/PPPHDlyhDfffNN0y09WVhajRo1i69atHD58mBEjRvDAAw9w5UrhxEQTJ05k3759XLhwwVTmiRMnOHr0KBMmTChxvEWLFtGnTx+eeeYZU90DAwOZOHEiERERZtsuX76cgQMH0qpVqxLliFuysrKIjo4mOjoagJiYGKKjo03naPr06fznP/9hxYoVnDp1ihdeeIHs7GzTrM9CiPpDb7w1m2zx3oqihlW2XVJdbRIraJccOnSI8PDwEn/b62q75Nq1azRt2pQpU6awfPlys22lXSLuVt26x0gIIUS1i086CoCPUcHG3tlsnauzH45GhVy1ivikYwQ1H2qJKtZ/+hx437/87W5SA+7Vdey/xYGdU4U379KlC++88w4ArVu35rPPPmPr1q0MHz6crVu3cuzYMWJiYkwN75UrV9KxY0f2799Pz549gcLbiVauXIm3tzdQ2OC3s7NDq9WWetvq/PnzGTRoEACzZs1i9OjR5OXllTp4/Jo1a7h+/Tr79+/H09MTwKyhHBwcTHBwsOn5e++9x08//cTPP//MtGnT6NixI8HBwaxZs4a3334bgNWrV9O7d+9SG9xubm4l6m40GpkwYQLh4eHs27ePXr16odfrWbNmTYneAaKkAwcOMGTIENPzoglTJk+eTEREBOPGjeP69evMmTOHhIQEQkJC2LRpU4mJWoQQdZ+hWEJRZ9DfYUtRrSrRLqnWNglYvF1iNBrJyMioN+2SongmT57MO++8I+0SUa2kh6IQQjRwccmFt2n4qUpOSqBSqWiKBoDYGydqtV7COnXp0sXsuZ+fH0lJhbOEnzp1ioCAALNv8Tt06IC7uzunTp0yLWvWrJkpmVjZY/r5+QGYjnm76Ohounbtamq03y4rK4sZM2bQvn173N3dcXZ25tSpU6aeAFDYG2DNmjVA4eyIX3/9NRMnTqxwfYvqOWrUKJYtWwbA//73P/Lz83n88ccrVU5DNHjwYBRFKfEo3uNz2rRpXL58mfz8fPbu3Vvq7WBCiLqvoFhCMd+Qb8GaCGsl7ZKK8ff3Z/To0dIuEdVKeigKIUQDF5d+CQB/W5dS1wdonDinZBKbcrYWa9XA2GoLv5GvIKPRSEZmJq4uLnc/y6CttnKb3zazn0qlMt22U1FOThXveXD7MVUqFUCZx3R0dLxjWTNmzGDLli18+OGHtGrVCkdHRx577DGzQdjHjx/PzJkzOXToELm5ucTGxpa4PaoinnrqKSZPnswnn3zC8uXLGTduHFpt5V5vIYRoyIqPoagzyC3PtaYS7ZJqbZMUHbsym0u7pMKefvppnnzySWmXiGojCUUhhGjg4rLjAfBz9Cp1fYCjN+RkEptxpdT1ohqoVJW6vQejEWwNhftUR+O9mrRv357Y2FhiY2NNvQFOnjxJWloaHTp0uOO+dnZ2GAx3P+B+ly5d+PLLL0lJSSm1N8CuXbsICwvj4YcfBgp7BhQfaB2gadOmDBo0iNWrV5Obm8vw4cNp3Lhxpes+atQonJyc+Pzzz9m0aRNRUVF3F5wQQjQwecWSiDqj3PJcayrTLrHSNgncXbvE1tZW2iVClMO6rnghhBC17kpeMgDN3FqUuj7ANRCAq7kyKYu4s2HDhtG5c2cmTpzIoUOH2LdvH5MmTWLQoEH06NHjjvsGBgayb98+Ll26xI0bNyrdu6DI+PHj8fX1ZcyYMezatYuLFy/yww8/sGfPHqBwfKWiyWCOHDnChAkTSj3WxIkT+eabb/juu+/Kva0oKCiIvXv3lqi7RqMhLCyM2bNn07p1a5mFWAghKklXkGf6PV/GUBSVdDftkrL+tleWtEtEfSYJRSGEaOAuGXMACPTuVOr6AM92AMQWZNVanUTdpFKpWL9+PR4eHgwcOJBhw4bRokUL1q5dW+6+06ZNQ6PR0KFDB7y9vc3GDqoMOzs7Nm/eTOPGjRk1ahSdO3dmwYIFaDSFY4F+/PHHeHh40LdvXx544AFCQ0Pp1q1biXIee+wxkpOTycnJYcyYMXc85owZM8qs+1NPPYVOp5MZiIUQogryis3snC89FEUl3U275PXXX68X7RIfHx+uXr1qWiftElGd5JZnIYRowHLyM0i6+dVSkH/pkxoE+HWDk3BVZcRo0KPW2Ja6naj/IiMjSyxbt26d2fPAwEDWr19fZhlz585l7ty5JZa3atWKXbt2mY2/FBQUhKIoZtuFhISUWHa7Zs2a8f3335e6LigoiG3btpkte+mll0ps5+7uTl5eXonlgNnkIABt2rQx9TQATDMqAly7dg1bW1smTZp0xzoLIYQoKa9Yr0Q9BXfYUjRENdkuuf1vO9TNdknxNglIu0RUL+mhKIQQDVhs3D4A3A1G3Bq1KXUbX58QNIpCvlrF9aRjtVk9Ieqs/Px8rl69yty5c3n88cfx8fGxdJWEEKLOKT5uYr5REopCVJW0S0RNkISiEEI0YJcSDgPQDJsyB9K2tXXEVymcwS424VCt1U2IuuyHH36gefPmpKWl8X//93+Wro4QQtRJ+UpBsd/vfoIMIRqqr7/+mmbNmkm7RFQrSSgKIUQDdiXlDADNbN3uuF2QpnCmv0vXT9R4nYSoDyZMmIBer+fgwYM0adLE0tURQog6KbdYQlEvCUUhqiwsLAyDwSDtElGtJKEohBAN2KXMWACaOfndcbsWjo0BuJB+ocbrJIQQQggBoCuWUMyjarPsCiGEqBmSUBRCiAbsUn4yAIHuLe+4XUv31gBcyEmo8ToJIYQQQgDkKbeSiDmKJBSFEMKaSEJRVIu0tDR69OhBSEgInTp14j//+Y+lqySEKIdRMXLeWDhbXOsyZngu0tKvBwAXDDk1Xi8hhBBCCICsYknELNWdZ9IVQghRuyShKKqFi4sLUVFRREdHs3fvXt5//32Sk5MtXS0hxB3EXT9JjlqFraIQ2GzQHbdtETgQgCSNioy0y7VRPSGEEEI0cNnFkohZKgtWRAghRAmSUBTVQqPRoNVqgcIp6RVFQVHkW0QhrNnZy38A0NKgwtbR/Y7buro2ofHNTgIXL0fVcM2EEEII0dApimKWRCxQqcjPz7RchYQQQpiRhKIAICoqigceeAB/f39UKhXr1q0rsc2SJUsICgrCwcGB3r17s2/fPrP1aWlpBAcH07RpU9544w28vLxqqfZCiKo4l3QEgNZ27hXavuXNmZ4vJh6sqSoJIYQQQgCQl5eOQWXeLTEzK95CtRFCCHE7SSgKALKzswkODmbJkiWlrl+7di3Tp0/nnXfe4dChQwQHBxMaGkpSUpJpG3d3d44cOUJMTAxr1qwhMTGxtqovhKiCc+kxALR2CazQ9i21hTNBn0s9V2N1EsLaRERE4O7ubulqCCFEg5OZea3EsqwsmRxONGzSLhHWxMbSFRDWYeTIkYwcObLM9R9//DHPPPMMU6ZMAWDp0qVs3LiRZcuWMWvWLLNtfXx8CA4OZseOHTz22GOllpefn09+fr7peUZGBgB6vR69Xn+34ZjKqI6yrIHEY93qajxndcmgghaeHW/VXa/HlqJf9VAsptYebSH7PCdzEupcrNZ2jvR6PYqiYDQaMRorP2tl0ZASRWXUdaXFM3ToUIKDg/nkk08sWTUef/xxRowYYarXu+++y/r16zl06FCZ+1T1/BiNRhRFQa/Xo9FoTMut5X0rhBC1KSs7qcSy7JwbFqiJEDB48GBCQkJYuHChResxbtw4Ro0aZXo+d+5c1q1bR3R0tOUqJRosSSiKcul0Og4ePMjs2bNNy9RqNcOGDWPPnj0AJCYmotVqcXFxIT09naioKF544YUyywwPD+fdd98tsXzz5s2msRirw5YtW6qtLGsg8Vi3uhSPzpjHZQoAFSnXbPnll18A0OTlcf/NbbZt24bBwcG0T0524S3Pp8lj44b1qNS21DXWco5sbGzw9fUlKysLnU5X5XIyM+vXWFLF4ykoKECn05m+cLIkBwcHUz3y8/MxGAwVqldlz49OpyM3N5eoqCgKCgpMy3NyZHZ1IUTDk5lTMqGYmSsJRdGwOTo64ujoaOlqCAFIQlFUwI0bNzAYDPj4+Jgt9/Hx4fTp0wBcvnyZZ5991jQZy1//+lc6d+5cZpmzZ89m+vTppucZGRkEBARw33334erqetd11uv1bNmyheHDh2NrW/eSHreTeKxbXYzn8Nl1GA+oaGwwcv8jfwX1zd5Q2dmmbYYOHYptsVsqCgruZdE3a8lRq+nQ0YnmzYfVcq2rztrOUV5eHrGxsTg7O+NQLGlbUYqikJmZiYuLCypV7Ux7uWHDBiZNmsT169fRaDRER0fTvXt33nzzTcLDwwF45plnyMvLY9WqVQDs3LmTt956iwMHDuDl5cWYMWN4//33cXIqTE5//vnnLFy4kNjYWFxdXRkwYADfffcdU6ZMYdeuXezatYulS5cCcOHCBYKCgkrUKz8/n3feeYevv/6apKQkAgICmDlzJk899RQGg4HnnnuOP/74g4SEBAIDA3nhhRd4+eWXgcIvscaMGUNcXJzZ7UOvvvoqx48f5/fffyciIoLp06eTkpJCREQE//znPwHw8PAA4KuvvmLHjh0kJSXxv//9Dyg8PykpKXTs2JH58+fz1FNPVeg1zsvLw9HRkYEDB5q9L6whqSqEELUtM+d6iWUZklAUN23YsIEnnniC5ORkU7uka9euzJw5kwULFgDw9NNPk5eXx3//+1+gsF0ye/ZsU7vk4YcfJjw83NQu+de//sUnn3xCbGwsbm5uDBgwgO+//56wsDC2b9/O9u3bWbRoEQAxMTFltkvmzJnDmjVrTO2S2bNnm9olzz77LNu2bTO1S1588UVeeeUVoLBd8uCDD5KQkGDWLnnllVc4duwY27ZtIyIigldffZW0tDQiIiJMnXSK2oPLly8nKiqKpKQkNmzYYCpDr9cTEBBAeHh4hdslQpRHEoqiWvTq1atS3azt7e2xt7cvsdzW1rZa/9mv7vIsTeKxbnUpnlPXdgDQSe2ErX2xhFax+t8ej62tLW1V9hxBx9nY7bRpU/YwCdbKWs6RwWBApVKhVqtRq9UoikJuQW6F9zcajeQW5GJTYINafXfDITvaOFYoKTlo0CAyMzM5cuQIPXr0YMeOHXh5ebF9+3ZTHaKiopg5cyZqtZoLFy4watQo/vGPf7Bs2TKuX7/OtGnTePnll1m+fDkHDhzglVdeYdWqVdxzzz3ExsZy+PBh1Go1n376KefOnaNTp07MmzcPAG9v71JjDQsLY8+ePXz66acEBwcTExPDjRs3UKvVGAwGAgIC+O6772jUqBG7d+/m2Wefxd/fn7FjxzJ8+HDc3d356aefTI1rg8HAt99+y/z5803nBwp75o8fP56TJ0+yadMmfv/9dwDc3Nxo164dAwcOJDExET8/P4xGI7/99hs5OTmMHz++wudIrVajUqlKvfaEEKKhSc6KK2WZjKFYGyrTLjG1SfR33yaBirdLBgwYQGZmJocPH6ZHjx5s374dLy8vIiMjTdts376dmTNnAoVfTI4YMaJEu2TatGmmdsnLL7/MihUr6Ny5M3q9nl27dgGwaNEizp49W6JdUppJkyaV2i6BwteqadOmJdolfn5+jB07lnvvvRd3d3d++OEHs3bJ2rVrmT9/foljjRs3juPHj5dol7Rp04aBAwcSHx9v6hS0YcMGcnJyGDduXEVOgxAVIglFUS4vLy80Gk2JSVYSExPx9fW1UK2EEHfjePJJADq7BFVqvw5OTTiSE8PJG8dMt0aLu5dbkEvvNb0tcuy9E/aitS1/qAk3NzdCQkKIjIykR48eREZG8tprr/Huu++SlZVFeno658+fZ9CgQUDh0BYTJ07k1VdfBaB169Z8+umnDBo0iM8//5wrV67g5OTE/fffj5OTEx4eHvTv3990LDs7O7Ra7R3/zpw9e5Zvv/2WLVu2MGxYYY/ZFi1amNbb2tqaDa/RvHlz9uzZw7fffsvYsWPRaDT85S9/Yc2aNaaG+9atW0lLS+PRRx8tcTxHR0ecnZ1Nt6wX6du3L23btmXVqlW8+eabAKxevZrHHnsMZ2fncl9bIYQQJSVnl5zgMTm3ZK9FUf0aertEURRcXV3p3r276Vh1tV0yY8YMoHAyl8cff1zaJaJaySzPolx2dnZ0796drVu3mpYZjUa2bt1Knz59LFgzIURVHcsvbJB38utVqf06eAcDcCKnZK8BUf8NGjSIyMhIFEVhx44dPPLII7Rv356dO3eyfft2/P39ad26NQBHjhwhIiICZ2dn0yM0NBSj0UhMTAzDhw+nWbNmtGjRgkmTJvHtt99WeqzA6OhoNBqN6Z+F0ixZsoTu3bvj7e2Ns7Mz//73v7ly5Ypp/cSJE4mMjCQurvA9vXr1akaPHl3pGRSffvppli9fDhR+4fb777+bJjITQghRecl5KaUsS7VATYS1qol2SatWrXjuuedYvXp1vWmXJCUlsWnTJqZOnVqpMoQoj/RQFABkZWVx/vx50/OYmBiio6Px9PQkMDCQ6dOnM3nyZHr06EGvXr1YuHAh2dnZ8s+SEHVQSlYC11RGVIpCx1aVu225U/NhcHkdJ9Gjz8/C1l6+5awOjjaO7J2wt8LbG41G0xiK1XHLc0UNHjyYZcuWceTIEWxtbWnXrh2DBw8mMjKS1NRUswZ0VlYWzz33nGm8wuICAwOxs7Pj0KFDREZG8ttvvxEeHs4HH3zA/v37K9xoLm9Q8m+++YYZM2bw0Ucf0adPH1xcXPjggw/Yu/fWa92zZ09atmzJN998wwsvvMBPP/1EREREhY5f3KRJk5g1axZ79uxh165dNGvWjAEDBlS6HCGEEIWSdekll+nr12Rk1qoy7ZLqbJMUHbuiaqJdsm3bNjZs2MDcuXOZN29evWiX/PHHHzRv3lzaJaLaSUJRAHDgwAGGDBliel40YcrkyZOJiIhg3LhxXL9+nTlz5pCQkEBISAibNm0qMVGLEML6HT1XOHFEkEHBxbtDpfZtEdAfV6NChlrFqbPr6dJ5Yk1UscFRqVQVur2niNFopMCmAK2ttloa7xVVNF7RJ598YmqkDx48mAULFpCamsrrr79u2rZbt26cPHmSVq1alVmejY0Nw4YNY+jQobz66qsEBQWxbds2HnnkEezs7DAYDHesT+fOnTEajWzfvt10a1Fxu3btom/fvrz44oumZRcuXCix3cSJE1m9ejVNmzZFrVYzevToMo9ZVr0aNWrEmDFjWL58OXv27GHChAl3rLsQQog7S9Fnl1iWbKj4eMOi6irTLrFUmwRqrl3Sq1cv5s+fj6enZ51vl0RERLBr1y7CwsLuWHchqkJueRZA4Qdv0QzNxR/Fvw2ZNm0aly9fJj8/n71799K7t2XG1RBC3J39lwuHL+hu5wWVnCFYrdbQzcYdgEMxW6q7asLKeXh40KVLF1avXs3gwYMBGDhwIIcOHeLs2bNmPQFmzpzJ7t27mTZtGtHR0Zw7d47169czbdo0oHBw8E8//ZTo6GguX77MN998g9FopG3btgAEBQWxd+9eLl26xI0bNzAajSXqExQUxOTJk5k6dSrr1q0jJiaGyMhIvv32W6BwfKQDBw7w22+/cfbsWd5++232799fopyJEydy6NAh5s+fz2OPPVbqpGHFj1nUi//GjRvk5+eb1j399NOsWLGCU6dOMX78+Mq/wEIIIUySjXmlLNNboCbCWtVUu+TKlSusXLmyXrRLVq5cydmzZ5k0aVLlX2AhyiEJRSGEaGD2pxcOb9Czcbcq7d/NqxMAh1JPVVudRN0xaNAgDAaDqeHu6elJhw4d8PX1NTW6Abp06cL27ds5e/YsAwYMoGvXrsyZMwd/f38A3N3d+fHHHxk6dCgdO3Zk+fLlrF69mo4dOwIwY8YMNBoNHTp0wNvb22x8oeI+//xzHnvsMV588UXatWvHM888Q3Z2Ya+W5557jkceeYRx48bRu3dvkpOTzXoFFGnVqhW9evXi6NGjTJx45163jz76KCNGjGDIkCF4e3vz9ddfm9YNGzYMPz8/7rvvPvz8/Cr+ogohhCghgZK9rq6rFYzGO/cSEw1LdbdLhg0bxj333MO///1vvv7663rRLhk6dKgpTiGqk0pRFMXSlRAiIyMDNzc30tPTcXV1vevy9Ho9v/zyC6NGjcLW1rYaamhZEo91q0vxZOSm0n/tABSViq0DF9O4+WDzDbKz4ebsb/rUVGxLGTMm+vQ6ntz7Nu4GI9ufPIja1qHG6323rO0c5eXlERMTQ/PmzXFwqPzrZzQaycjIwNXVtdZvL6oJ9SWerKwsmjRpwldffcWwYcMqHU9Z74vq/htZ38XGxvLkk0+SlJSEjY0Nb7/9No8//niF96+J19vaPoPulsRj3epDPJmZ8fT98T4c843se+4kAPcsbU+2g4ato76lsXd7C9ew6qzt/EibxFx9iqeoXfLZZ58xceLEammTgLRLxC11+woRQghRKYfO/IiiUhFUYKBxs6oNzNyx5UgcFIU0jZqL53+p5hoKUfcYjUaSkpJ47733cHd358EHH7R0lRo0GxsbFi5cyMmTJ9m8eTOvvvqqqXeIEKJuiEs4DIC74dZtpY1v/no18bAlqiREnXF7u2TkyMpNwihERcmkLEII0YDsuzl+Yg+7RqDWVKkMW1t7QjQu/GnMYs/5/9Gq/SPVWUUh6pwrV67QvHlzmjZtSkREBDY20ryyJD8/P9Mt576+vnh5eZGSkoKTk5OFayaEqKirNwp7Jfqrbn2eNlHZEYOBazdOUbVBW4RoGIq3S5YtWybtElFjpIeiEEI0ILvSTgPQ26fHXZXT37trYXnJx+66TkLUdUFBQSiKQmxsLPfee6+lq1PnRUVF8cADD+Dv749KpWLdunUltlmyZAlBQUE4ODjQu3dv9u3bV2pZBw8exGAwEBAQUMO1FkJUp7j0iwD42TiblvnbugFwNeOSJaokRJ0h7RJRWyShKIQQDcTV5LNcRI9GUejbefJdldW3Q+EMtgeUPPIy46ujekIIAUB2djbBwcEsWbKk1PVr165l+vTpvPPOOxw6dIjg4GBCQ0NJSkoy2y4lJYVJkybx73//uzaqLYSoRpfTLwPg7+BlWuav9QHgara0O4QQwhpI31chhGggoo6tBKCrQYWrb/BdldUqoD+NjSqS1HDw6Ar69ZtVHVUUQghGjhx5x/GePv74Y5555hmmTJkCwNKlS9m4cSPLli1j1qzCz6L8/HzGjBnDrFmz6Nu37x2Pl5+fT35+vul5RkYGUDhxgl6vv9twTGUV/1nXSTzWrT7Ecz43EVQQ5NbStKyJSxAkn+JiXkqdjs3azo9er0dRFIxGI0ajsfwdblM0x2tRGXWdxFPIaDSiKAp6vR6NxnyYJGt57wrLk4SiEEI0EFFxOwEY6NoGVKq7KkulUtHPOZCfci6z8/JWSShWUX1oqIrqI++H8ul0Og4ePMjs2bNNy9RqNcOGDWPPnj1A4T9NYWFhDB06lCeffLLcMsPDw3n33XdLLN+8eTNarbb6Kg9s2bKlWsuzNInHutXVeBRF4bwxFzRqspJu/buakWQPGjiPjg0b/oe6imNBWwtrOT82Njb4+vqSmZmJTqercjmZmZnVWCvLa+jx5Ofnk5uby/bt2zEYDGbrcnJyqrNqog6ThKIQQjQAObps9utugErFwNYPVUuZA4JC+enkv/kjN443C/SobGyrpdyGwM7ODrVaTVxcHN7e3tjZ2aGqRJLXaDSi0+nIy8tDra77o5c09HgURUGn03H9+nXUajV2dna1UMu66caNGxgMBnx8fMyW+/j4cPp04Rixu3btYu3atXTp0sU0/uKqVavo3LlzqWXOnj2b6dOnm55nZGQQEBDAfffdh6ura7XUW6/Xs2XLFoYPH46tbd3/rJR4rFtdjyc59QLpv6pRKQqjR74AfATAiBFP88/NP5GnVtGlmw+B/r0sW9EqsrbzYzQaiYmJISMjA29vb2xtbSvVJlEUhezsbJycnCq1n7Vq6PEU9UrMyMjAycmJ4cOHl2jLFPXkF0ISikII0QBsPxqBTqUioMBAiw6PVUuZ/buE4XjiC67ZqDl1Yg0dgu9uXMaGRK1W07x5c+Lj44mLi6v0/oqikJubi6OjY71p7Eo8oNVqCQwMrBdJVUvq379/pXp72tvbY29vX2K5ra1ttf+zXxNlWpLEY93qajyX43YD0NQIrm6+puWOWjdaGjWc0hi5FLeHls36WaqK1cKazk+LFi2Ij48nPr7y41PK33DrdjdtEj8/v1K/5LSW962wPEkoCiFEA/Dr+XUAjHAMQGVXPbfwOdq70N/ehy26JLacWisJxUqys7MjMDCQgoKCEreSlEev1xMVFcXAgQPrRaNO4gGNRoONjU29+OelJnl5eaHRaEhMTDRbnpiYiK+vbxl7CSHqkuNXCxOK7WzdS6xrbe/BqYJkTidFI3PXVh9pk9wi8UibRFScJBSFEKKey8zPYGdePKhUjGhbPb0Ti9zX8gG2nPqKzdmXeFmfj8q2ZC8fUTaVSlWlHgoajYaCggIcHBzqRWNX4hEVZWdnR/fu3dm6dStjxowBCm/X27p1K9OmTbNs5YQQ1eJoauHwBcEebUqs6+TZnp+TdnI0/XxtV6vekzZJIYlHiIqTe2qEEKKe23ZkGXqVipb6Alp3nlitZQ8Inoq9onDFRsPpY/+t1rKFEA1TVlYW0dHRREdHAxATE0N0dDRXrlwBYPr06fznP/9hxYoVnDp1ihdeeIHs7GzTrM9CiLpLURSOFqQB0KXpwBLrQ4KGA3DEkIXBUFCbVRNCCHEbSSgKIUQ9979zPwEQ6tSs2m53LuJk78ogB38A1p9cXa1lCyEapgMHDtC1a1e6du0KFCYQu3btypw5cwAYN24cH374IXPmzCEkJITo6Gg2bdpUYqIWIUTdE594hBtqFTaKQvvW95dY37rlCLRGI9lqFecvb7NADYUQQhSRhKIQQtRjl5NPs7cgBZWi8FCXZ2rkGA93nATARl0iuvRrNXIMIUTDMXjwYBRFKfGIiIgwbTNt2jQuX75Mfn4+e/fupXfv3parsBCi2uw9uRaA9ooNDk5eJdbb2GnponIE4NCFX2q1bkIIIczJGIpWKC0tjZ9++okdO3Zw+fJlcnJy8Pb2pmvXroSGhtK3b19LV1EIUUf8sO9jAPoVqPBv/3CNHKNPx/E0PvgBSRqI/PMD7gtdWCPHEULUPmmTCCFq0574PwHo49a6zG16urflz/Sj7E44wPjaqpgQQogSpIeiFYmLi+Ppp5/Gz8+Pf/zjH+Tm5hISEsK9995L06ZN+eOPPxg+fDgdOnRg7dq1lq6uEMLK6Q161ifuBeAx/0GgrpmPfI1aw0ONewHwY+w2MBpr5DhCiNojbRIhRG0zGArYo7sOQL8WI8vcbkDbRwDYW5CGTpddK3UTQghRkvRQtCJdu3Zl8uTJHDx4kA4dOpS6TW5uLuvWrWPhwoXExsYyY8aMWq6lEKKu+O3oMlJURrwKDAzsU7OfFQ/3ep0vNzzGLluIOf4NzbtMqNHjCSFqlrRJhBC17eS5n0lTq3AyGuncYVyZ27Vr8xDee+ZwXaPmwPE19O1WM0O6CCGEuDNJKFqRkydP0qhRoztu4+joyPjx4xk/fjzJycm1VDMhRF2jKAoRx5cD8BeHpth6BNXo8QK82jHI3pdIXSKrD3/G3yWhKESdJm0SIURt23KicHK3fjae2No5lbmdSmPDAHsffiy4zh8XfpaEohBCWIjc8mxFGjVqRH5+fqW2F0KI0uy58AtnjNk4Go38pe/fauWYk3q+CsB6Yzppl6Jq5ZhCiJohbRIhRG1SjEZ+yzgLwIig0HK3v7fFKAA2Z8WgL8ir0boJIYQonSQUrYybmxtDhgxh3rx57NixA71eb+kqCSHqoOUHCidjeQQX3JoPrpVj9mg5mnZqLXlqNWt3/aNWjimEqDnSJhFC1Jajp78jTg1ao5EB3V8od/s+3V/Aw2AkRa3izyPLa6GGQgghbicJRSuzdOlSmjVrxrJlyxg0aBDu7u4MHz6c8PBw/vzzTwwGg6WrKISwcocu/8Gf+UloFIUnu75Ua8dVqVSEdZwKwMr8q2RePVBrxxZCVD9pkwghasu6o8sAGGrrjYO2/B7PtnZOhGoDANhw5rsarZsQQojSSULRyoSFhREREcGlS5c4f/48ixcvxt/fn6VLl9KvXz88PDwYPXq0pasphLBSiqKwaPe7ADxssKdJl4m1evwRIU/TQmVPhkbDfyNn1uqxhRDVS9okQojakJkRx8bcawA82nFShfd7qNNkALbokkhOuVAjdRNCCFE2SShasRYtWjB16lRWrFhBZGQks2fPRqVSsWnTJktXTQhhpXae38AhXTJ2RoXne80Ede1+zGvUGl4IKewVuUqXQPqFrbV6fCFEzZA2iRCipvxv9/vkqlW0MqjoHhxW4f06dfwLXYwa9CoV3++aV3MVFEIIUSpJKFqpK1eusGLFCqZMmULz5s3p0qULe/fuZcaMGfzxxx+Wrp4QwgoVGAv4eO98AMYrTvh0etwi9biv82Raa5zI1Kj5d9RbYDRapB5CiOohbRIhRE0p0Ofx37jtAIz1G4CqMl+EqlRMaFY4OcvaGwfR6bJroopCCCHKYGPpCghzU6dOJTIykpSUFPr168eAAQN49tln6dmzJzY2crqEEGX7eu8HnP9/9u47PqoqbeD4705P770DoUPoCDaaIAiKKDZU7GtdV9bdFXdXV/d1ccW267LqqoBd7I0iCAJKb6EllEB675OeKff9I8lISEJNMpPwfD+fwMy95577nNxMcuaZc8+xVeFjs3HPZX8HRXFKHBpFw7xR83lgy1/4SKnkum3/oceY3zolFiHEuZM+iRCio638+VkyteBnV7nm8rMfZTh57Hxe/uhbCrQKX67/MzdNfrX9gxRCCNEq6Q26mKVLlxIdHc2f//xnJk6cyNChQ1GclBQQQnQdhZX5LDr8MSjwO/de+Paa7NR4Lul9DeP2/o/11Rn8c//rvDF4DorH6SdZF0K4DumTCCE6ks1Sy//SvgMtzA0cifsZLMZyMr3Ji3vCLuMfBT/zv+wfmVlThsnNt/2DFUII0YLc8uxikpOTeeKJJ9i1axfTpk3D39+fGTNm8OKLL7Jz507scuugEKIV/1zzIFWKyqB6K7Omvu7scAD4wxX/Rq/CZqOO1SsfdHY4QoizJH0SIURH+mLtH0jTgo9d5abxC865nuvGP0+oTaVQo/DJuj+0Y4RCCCFORRKKLqZPnz7cf//9fPLJJ+Tl5bFp0yamTZvG9u3bmT59Ov7+/kyfPt3ZYQohXMjKA+/xg/kIWlXlL71uROMT4eyQAIj27cndsQ0rwD5n3k/xwc+dHJEQ4mxIn0QI0VHKS9N4LXcdAA+Ej8fDM/Sc6zKYvHkwegoAbxRsoaDgQLvEKIQQ4tQkoeji+vfvz6xZs5g1axbXXHMNqqqycuVKZ4fVqmuvvRY/Pz+uv/56Z4cixAWjoDKP/9v5EgC/sXvT//K/Ojmi5u679O/E67wo1Wp57penoKrI2SEJIc5RV+qTCCFc239X3U+ZRkNPu4YbJi487/quGf88g+w6qjQKL615uB0iFEIIcTqSUHRBBQUFfPrppzzwwAP069eP8PBw7rzzTg4dOsRjjz3GunXrnB1iqx599FHee+89Z4chxAXDZrfx5Io7MCt2BtRbuGfGEtBonR1WM3qtnv+b9F+0Kqwxafn2qzmy6rMQXUhX7ZMIIVzXzp1v8HFdFgB/HPIIep3pvOvUaPX8+aK/oKgqK6zF/LLtX+ddpxBCiFOTRVlcTL9+/Thy5Ag6nY6RI0dy/fXXM27cOC6++GJMpvP/Y9uRxo0bx/r1650dhhAXjP9seIJtNdm42e38o9/d6IP6nFd9K/bn8vLXu/mx8fl/1x/jvf0l/O3qAcxICD/nevuHDOE3va7nv8c+5/8sWfRb+xfir/jHecUqhOh4XblPIoRwTdXmbP6y7z+oWoVZpijGDr2n3eoe0O865hx4lw+qU/nLwbf4stc0/APi261+IYQQzckIRRczc+ZMVq5cSWlpKb/88gt///vfmThxYod33Ddu3MiMGTMIDw9HURS+/vrrFmUWLVpEbGwsJpOJ0aNHs3379g6NSQjRtnWHv+TtjFUAPOvWmx4XP35e9ZXXWPjdskSyS2sd297YmEZxVT3zv9xPVZ31vOq/b+xfGOMZS41Gw7y0L6lK/va86hNCdDxn9UmEEN2TarPx969vIFurEGaHP0xf2u7neHT6e/SyayjWKjy9/HZUm63dzyGEEKKBJBRdzIIFC5g8eTLu7u6det6qqioSEhJYtGhRq/uXLVvGvHnzePrpp9m9ezcJCQlMmTKFgoKCTo1TCAFJebuZv+VvANxar+PKWR+AopxXnd/uzaHe2vqtyJV1Vr5OzD6v+rUaLc9f9S7BGiNpBj1PbPwjtrz951WnEKJjOatPIoTonj5ZcS/fq2a0qspzI5/E0yO43c9hcvPl+UsWoFdV1quVvP3dbe1+DiGEEA3klmcX8vzzz/Poo4/i5uZ22rLbtm2jqKiIq666ql3OPXXqVKZOndrm/pdffpl7772XO++8E4A33niD5cuXs3jxYp544omzPl9dXR11dXWO52azGQCLxYLFYjnr+k7WVEd71OUKpD2urTPbk2PO5KEf7qZaURldZ+WR6R9iUQxwnudetj3jlPu/3pPNDcPO/bZnAC+tFy+MX8R9P97DepOe57++kT9c9x2Kb/R51Xsm5GfOtUl7zqy+zuTMPokQovvZue1fvFC8HRSFx8InMnLgzR12rj7x05ifsZ5ns1byWtk+ev3yHOMv+XOHnU8IIS5UklB0IUlJSURHRzN79mxmzJjBiBEjCAoKAsBqtZKUlMQvv/zCBx98QE5OTqctgFJfX8+uXbuYP3++Y5tGo2HSpEls2bLlnOpcsGABzzzzTIvtq1evbteREGvWrGm3ulyBtMe1dXR7Km0VvF/2MkVaK73rLdzgfitrdqQCqedVb141HMjRoVVUBvo3H6U4yM/O/lINO9JK+fCrFfgZz+tUAMx2m8lHNV/xiZuWwI9nEB3xJPU6r/Ov+AzIz5xrk/a0rrq6ul3qORuu2icRQnQ9Rw4s47dJ/8Oq0TDFEMLtV7za4eecPfEFDn+WzLLqNJ44+hFve0UxKOH2Dj+vEEJcSCSh6ELee+899u7dy3/+8x9uueUWzGYzWq0Wo9HoeDMxdOhQ7rnnHu64445Om8OoqKgIm81GSEhIs+0hISEcOnTI8XzSpEns3buXqqoqIiMj+eyzzxgzZkyrdc6fP5958+Y5npvNZqKiopg8eTLe3t7nHbPFYmHNmjVcccUV6PX6867P2aQ9rq0z2lNSU8xvvr2WbK2FUKuV14b8gaAh7dMxfnVtCnCcy3oHMdCn+SrRU0b0wXS0iB1ppVQH9WPOJXHnfb5pTCN4jz+vJC/mPz5a5he/wuwbvgOPoPOuuy3yM+fapD2n1jSKvzO5ap9ECNG1ZB9bwwPbn6VCq2Go4s7/XfcNynlO03Km/nTtZ6R/NJ6tmkru3/1Plhq9ie87s1POLYQQFwJJKLqYhIQE3nrrLd5880327dtHeno6NTU1BAYGMmTIEAIDA50dYpt+/PHH0xdqZDQaMRpbDnXS6/Xt+mayvetzNmmPa+uo9hRXF3H/d7M4Zqsk2Grl7b73ED7y7napW1VVlu/PA2Dm0EhKC0qb7Q/wMjFzaAQ70kr5bl8+D47v3S7nvXPk7zDXlfLO8a9YYKxHu2w6N96yArxC26X+tsjPnGuT9rRdjzN05T6JEML5Mg8v555f/kiBTkNPVcdr132LyeDRaefX60z86/rl3PvZZPZp6rhv8595G+gpSUUhhGgXklB0URqNhiFDhjBkyBBnh0JgYCBarZb8/Pxm2/Pz8wkN7dg3/0Jc6DLL0njwuxtJs1cTbLWyuO89xFz8+3ar/0C2mbTiakx6DZP6hfBjVVWz/R5GHZfFB/K3bw+SnGvmcF4FfULP//ZkRVF49JJnsKOy5PjX/J/JQu2HU5g7+0sI6Hne9Qsh2o8r9UmEEF1DatLn3LP1aQp0GmJULW9c/Rk+niGnP7Cdubv7899rv+GuL6dzRGvljs1/5vXaUgYOubPTYxFCiO5GVnkWp2UwGBg+fDhr1651bLPb7axdu7bNW5qFEOfvQO4Obv1mJmn2asKsVhb3vbddk4kA3+5tWL15Yr8QPIw63PXNP2fyNGrxdTcwrk/DSoznu9rziRRF4bFLnuWOntcC8KKbnReWTcOefm5zswohhBDC+fZsepG5W5+mQKuhF3qWXvstof69nBaPj3cEb8/6joEYKdNquHvPi2z55Z9Oi0cIIboLSSgKACorK0lMTCQxMRGA1NRUEhMTychoWPl13rx5vPXWW7z77rskJyfzwAMPUFVV5Vj1WQjRvn5M/pS7friLEmz0q7fw4Yi/EHPxvNMfeBZsdpXv9uYCcHVCwwrObobmfxY8DA0JxplDIgD4Zk82drvabjEoisK8i5/h9wPvA+B9DwN/XH47NYkftts5hBAXnu+//54+ffoQHx/P22+/7exwhLgw2O189+093H10KaVaDf0VNxbPWk6gT7SzI8PPO5K3b1jNaI0X1RoND6S8z4df3Ypqszo7NCGE6LIkoSgA2LlzJ0OHDmXo0KFAQwJx6NChPPXUUwDceOONvPjiizz11FMMGTKExMREVq1a1WKhFiHE+bHarby89jEe2/53ahS4uM7KkolvEpQwp93PteFIAXnmWvzc9Yzr07Agiruh+aIsHsaGhOLEfsF4GXXklNeyI62kXeNQFIU7hj/CgjF/Qwf84GHi1u3PkvntA2Cta9dzCSG6P6vVyrx581i3bh179uxh4cKFFBcXOzssIbo1S0UeL34wnidLt2FRFCaZwlly4zr8vMKcHZqDh5s/i276kelu0dgUhefNe3n6w3HUVeQ6OzQhhOiSJKEoABg3bhyqqrb4Wrp0qaPMww8/THp6OnV1dWzbto3Ro0c7L2AhuqGiqgLu+3waS7IaFjiaazHw2qxv8OhxeYec7+PtmQDMGhaJUdeQSDSdlFD0bEwomvRarhzYMGfqsh2ZHRLP9N7X8dbkd/DXGDliNHBT0QZ+XjoBStM75HxCiO5p+/btDBgwgIiICDw9PZk6dSqrV692dlhCdFvZh77hjmUTeVdt+MDx7qCLeOmGlbgbPZ0cWUtGvTv/mP09j0dcgUZV+Uot55ZPr+DY/k+cHZoQQnQ5klB0QRaLBZ1Ox4EDB5wdihCik6xO+phrP7+CHTW5uNvtvGTqzeO3/4w+sH1WVT5ZvrmWdYcKALh5VJRj+8lzKDaNUAS4ZXTDLUvf78uluLJjRg6OCBvFslnfM9gzGrNWy4N6M89/NInane+A2n63Wgshzowz+iQbN25kxowZhIeHoygKX3/9dYsyixYtIjY2FpPJxOjRo9m+fbtjX05ODhEREY7nERERZGe33/yvQogGan01339zJ7O3PMk+vQYvFV4d8hi/m/YWGsV132YqisLcSS/z+vAn8LfDEZ3CjTv/zrKvb0Wtr3F2eEII0WW47m/6C5heryc6OhqbzebsUIQQHcxcV878b2/m9zv+QRl2+tVb+Dj+Dibf8DkY3DvsvB9ty8BmVxkR40ev4F9XbXY7aYTiic+HRPkyONKHepudTzpolCJAqEcoS2Z+xc1x0wH40NPETXteIPnDq8EstyUJ0Zmc0SepqqoiISGBRYsWtbp/2bJlzJs3j6effprdu3eTkJDAlClTKCgo6LQYhbjQ5R1ezsPvXcT8sp1UaDQM1nrx+TVfMTHhLmeHdsbGDrqVL2Yt52KdP3UaDf9Xvpd73x9NRvKXzg5NCCG6BN3piwhn+POf/8yTTz7J+++/j7+/v7PDEUK0M1VVWXngXRbufpUibGhUlbvtHjww8130QX079NzV9Vbe25IGwNyxsc32mfTNE4p6reJ4rCgKt4+J5fHP9vLh1nR+c1kPdNqO+VzKoDXw5GULuCxuKn/d8DjHDHCLNZXb3ruM+4c/ivuo+0Erf8KE6Ayd3SeZOnUqU6dObXP/yy+/zL333utYGO6NN95g+fLlLF68mCeeeILw8PBmIxKzs7MZNWpUm/XV1dVRV/frqGuz2Qw0jM60WCzn2xxHXSf+39VJe1xbR7bHWpHPVz/+lteqDlOp16BXVe6NuIK5lz2HXqNv/3NaLOgdDy3QzvX7uIfxr9mr+eTnp3gtcznbdDBr61/5zd4lzJnyBnrP4HY9H8jPm6uT9px5nULIuzEX9Z///IeUlBTCw8OJiYnBw8Oj2f7du3c7KTIhxPlKLTnMc2seZlttHgCxFiv/FzWDhEn/6JQk2Wc7syitthDt787UxnkRm5yYQATQa5onDKcPDmPBimRyymv5OjGH64dHdmisl0RdxpfX/8DfN/yRNXlbWeJl4oeDi/jzvve5bOq/IPqiDj2/EMK1+iT19fXs2rWL+fPnO7ZpNBomTZrEli1bABg1ahQHDhwgOzsbHx8fVq5cyV//+tc261ywYAHPPPNMi+2rV6/G3b19R4qvWbOmXetzNmmPa2vP9ih2K9VFn7GMvaQYdKDR0MdqZJr37QRUx7BmVcd877S1tUxvfLxu3TpsJlOHnMeXsfzWI5rV5nfZq6vh33VpfPvFJGYzCF//2ahaQ7ufU37eXJu0p23V1dXtVpfo2iSh6KJmzpzp7BCEEO2stLqYtzY8wcf5W7EqYLTbuU8TwB0z3sQQ0q9TYqi32nnr5+MA3HtpXIsRhrqTEogaTfMEo0mv5Z5Le/DPVYdY9FMKM4eEd9goxSZ+Jj9envIW69PX8Y9NfyGHCh7SV3P58lt5LGAkPSc9B/49OjQGIS5krtQnKSoqwmazERIS0mx7SEgIhw4dAkCn0/HSSy8xfvx47HY7f/zjHwkICGizzvnz5zNv3jzHc7PZTFRUFJMnT8bb27td4rZYLKxZs4YrrrgCvV5/+gNcnLTHtbVre1Q76XsW85/9r7PWoAI6vFWFB3pez/Wj/ohWoz1tFeelqsrxcMKECeh9fTv0dDep97Jy93946dBS0vQ6FpLMqJJnmTfwN/Qedh8oyukrOQ35eXNt0p7TaxrJL4QkFF3U008/7ewQhBDtpMZaw4eb/s47qd9TqaigwKV1duYP+x1Rw+9pl87pmfpkRwZZpTUEehq5fnhUi/0nj1BszW1jYnhz4zFSi6r4bl8O1w7t2FGKTcbFTGBU+I+8vvNlPjjyKRvc3fi5ej/XfTSJB2OuInD8X6EDbk0S4kLXFfskV199NVdfffUZlTUajRiNxhbb9Xp9u7+Z7Ig6nUna49rOqz12OxmJ7/Lm7n/zvc6CXa+gVVVuCBzGgxNfwdet7SR9uzoh/s66PtdcNI8JQ+7i7XWP837BVrbrFW4+9AaTDy7mNwn3Ez/sHtCc/4ep8vPm2qQ9p65LCJBFWVxaWVkZb7/9NvPnz6ekpARouK1IVioUomuosVTz4S/PMv3DMfwr7TsqFZW+9VbeDJnIf+duI2rEvZ2aTKyqs/LvtUcBeHRirxYLsEDDPImn42nUce+lDSMCX15zhFpL5y3W4K535/dj/sJXM79lYvAI7IrCZ14eTCtaxytLxlK88o9Qkd9p8QhxoXCVPklgYCBarZb8/Oav8/z8fEJDQ9s4SghxxmxWMna9zVNLRnL1vpf4Vm/FriiMc4vk86kf8OT09zovmehEXiZfHpv2Nt/N+Iqp7jGoisIPOguzDr7GvCXDObLjDbDLAppCiAubJBRd1L59++jduzf//Oc/efHFFykrKwPgyy+/bDZvkBDC9VTWVfD2T09w5YdjeP7YZxRgI8Jq5XmvBJbdtJ6xV74KRs9Oj+utn49TVFlPTIA7N42KPq+67hgbS7CXkcySGhZvSm2nCM9crE8sr05dwtIrlzLIK4YajYbF3m5cmbechUvHUPjdw1Ca3ulxCdEduVKfxGAwMHz4cNauXevYZrfbWbt2LWPGjOnUWIToTtRaM3vWPcWji4cyff+rfKWrx6YoXGoK45NJ/+O1G1bSK2SIs8PsdBEB8bww+3s+v+IdrnBruCNjjc7KdUmLeHDxELasfRK1Vm7/FEJcmCSh6KLmzZvHHXfcwdGjRzGdMPnwtGnT2LhxoxMjE0K0Jd+cyb9X/YbJH1/MvzKWU6LYibBa+atHX7695luumvUBGq+Q01fUAdKKqvjv+mMA/GFKH/TnOe+hh1HHE1MbVqNetC6FAnPtecd4LoaHDOfDa7/jPxNeY6BHFLUaDe95ezC16Cee+XA8xz67BTJ3gKo6JT4huoPO7pNUVlaSmJhIYmIiAKmpqSQmJpKRkeGI56233uLdd98lOTmZBx54gKqqKseqz0KIM2cpPMSqb+7i1vdHc3vmV6wzgKooXGoK5/0Ji/jvjasZECHJ+j7ho3j5hpV8OWUpU9yjUVSVn/VwX9Z3XPfBRXz11a3UFR1xdphCCNGpZA5FF7Vjxw7efPPNFtsjIiLIy8tzQkRCiNaoqsru1DUsL3qRp78rxaYooECcxcq9gSOZOu4f6Hw7Z47BU8X4128OUG+1c2l8IFcNCmuXemcOieDdLenszSzjme+SWDRnWLvUe7YUReHyqHFcFnk5m7J/4Y0dC9lrTuVzLw8+r97P2O9vZo4uiAjtxWCd0Gw+JiHE6XV2n2Tnzp2MHz/e8bxpwZS5c+eydOlSbrzxRgoLC3nqqafIy8tjyJAhrFq1qsVCLUKINljryNz7Hp8feJevbSWUaLVg0GFQYYbfQG6/+K/0COzv7ChdUnzocF6cvZz04kN8uPk5vi5O5Khey1Pmvbzy7UxmaP2Z1X8OPYfeBbqWc7MKIUR3IglFF2U0GltdPenIkSMEBQU5ISIhxIkqastYtfM1Pj3+HYfUmsbfpgojLCpzIsYx4dKn0Xi6xmv1qz3Z/Hy0CINOw9+vGXhG8ySeCY1G4bmZA7lm0SaW789l2r5crhrcPsnKc6EoCpdEXsrFEZewK38XH+z5D+sKdrHZ3Y3NVBJb/z2z3vmOq3teTcDwuyG4r9NiFaIr6ew+ybhx41BPM6r44Ycf5uGHH273cwvRbakqdTm7+WnHa3xRsJ2txsZ5lLVaAtFyfcR4bhzzJIEertF3cXUxAX15csb7PFRTxpfb/slH6avI08J7lPNe0n8ZkvgaswKHMWXUY7hHDHd2uEII0SEkoeiirr76ap599lk+/fRToOGNckZGBn/605+47rrrnBydEBcmu2pn+5Gv+XrfO6ytSqe2MTFnstuZWKfn9qH30n/EfaB1nRFwGcXVPPXNQQB+O6EXsYEe7Vr/wAgfHhrXk3+vS+Gpbw4wuoc/gZ7O/UReURRGhI5gxNSlZFZk8vH+xXyZ8g1pBnjZAP/OX8n4z7/kWkMYYxPuQDtoNph8nBqzEK5M+iRCdF22kmNs37GIFZnr+FFroVKjAaMWRVUZ6xbO7MF3c1mfWeg1rtN36Up83Hy5c9wCbrP/nc1HvuKLfe+woTqLRIOWRPNeFqy+nQl2A9MiLmfMyIfRB/RydshCCNFuJKHool566SWuv/56goODqamp4fLLLycvL48xY8bw3HPPOTs8IS4ox3N3s3LP63xbsIMcpXFFP0Whp8XGtT79uWr4b9m0v5T4YdNcKplotdn53bI9VNZZGRHjx/2X9+yQ8zw8IZ7VSfkcyqvgsWWJLL1zFFpN561efSpRXlH8cezT3DfkUV76/gVSlD0cqM5ijYc7aygnZN9LTNv6D6YGj6TvoDko8ZNBbzp9xUJcQKRPIkTXYi/PxF70OS+//w9WqRUU6bSgB9AQip4Z4Zdw3ajHifA5vwXaxK90Gh2X9Z3NZX1nU1iZxzc7XuHLjB/J1NSzXGNlef5afL9ZzRV4cmXMFRjqOqZPJoQQnUkSii7Kx8eHNWvW8Msvv7Bv3z4qKysZNmwYkyZNcnZoQlwQ0vP3sWrP6/yQv52j1DdsVMDLbmeq1o+ZfW5g4NB7UQxuWCwW2L/CuQG34vmVh9idUYaXUccrNw5Bd54LsbTFoNPw75uHcs1/NvHz0SL+vfYoj13Ru0POda489B6MMI7mqWnPcLziOF8lfcj3qSvI18ESbx1LapOI3fRHpq2dx9SwMcQOugV6TpD5j4RA+iRCuDxVxZJ/gJ17F7M2+2d+Uqso0DW9zdPig4bJ/oO4KuFehkZdikaRdTk7UpBnKPeM/yd3qyr7sjexIvEtfijeS7EWPqOGz7K+JdBqY9t7/2VCxCWMTrgTY+hgaKcpaYQQorNIQtFF1dbWYjKZuOSSS7jkkkucHY4Q3Z6qqqTmbGfd/qWszt9BMnWOfTpVZazdwLSwsUy86PeY/OKcGOmZ+XxXFm//kgrAP68fTJS/e4eer3eIF89dO5B5n+7l3+uOMjjSh4n9XHOBhD7+fXjikmd5bMyf2Zi5gZXJH7OhYDdpBj3/Nej5b1Ui/TZsZ/xqOxNCR9O733UovSaCydvZoQvhFNInEcIFWeupTP2JLUnLWFuwk41aGxVaDWgBdLjZ4TLvHkwfOJeLe81A70J3UFwoFEUhIfISEiIv4Q92KztSV7Ny/xJ+LDtMkU7LF9TxRf5a3Fet4WKblgmBQ7l0wC349JjgUne8CCFEWySh6KJ8fX0ZNWoUl19+OePHj2fMmDG4ubk5OywhuhWLrZ7dyZ+x/sjXbDAfIVOxO/ZpVZWL7HqmhIxiwrAH8QlLcGKkZ2dnWglPfrkfaJg3cVo7rep8OrOGRbIzvZSPtmXw8Ed7WPabixgc6dsp5z4XRq2RK2Inc0XsZCrrK1mXvpYVhz5ha8lBko0Gko3w3+q9RGzdxfifapng05uhva9F13ca+MptYuLCIX0SIVyDvTiF5APL2JSxjk012ewz6LAqChgANPijZbxffy7vPZviQzauueoa9HpJTLkCnUbHmJ7TGNNzGk/UVvPW1wsxux9hfWkSBRorazQqa8p3o9m0i4HrbVxsCmNs1DgGDboZbUC8s8MXQohWSULRRf34449s3LiR9evX88orr2C1WhkxYgSXX34548aN44orrnB2iEJ0SUVlqWzZ/wEbs9azqTafiqa5/hTQqyqjVAOTgoYzcdj9+IV3vVX5knLM3LV0B/U2O5P7h/C7SZ176/EzVw8gs6San48WcdfSnXz14NgOHx3ZHjwNnlwdfw1Xx19DaW0p6zN+Yt2RL9lSvJ9svY4P9J58oObgk/Rvxu56gbH6AMZGjyM4fhpEj5F5F0W3Jn0SIZykqpj8oyvYfmwlm0oOsEVrpUTbuDqzsSFRGKOYGBc8jAkDbyMhfAxajRaLxcKKw643FYtooNfqiXUbwrSpT/JnnZak3J2sO/AeP+VvJ8Vewz6Djn32Ql5P/wyv48u4yKbhYr9+jO01g7DeV4G7v7ObIIQQgCQUXVbTbUVPPvkkVquVHTt28Oabb/LCCy/w/PPPY7PZnB2iEF1CdW05u5OWsSX1B7ZWHOeIYv11p0bB32bnUn0A4yIvY0zC3Xj4u/7tzG1JLari9sXbMNc2LMLyr5uGounkxVH0Wg3/nTOM2W9s4VBeBXPe3sYn911EuG/XGc3kZ/Lj2t6zuLb3LKot1WzJ3cK6o9+wIWcz5dSx0tODldRC/iriM7/l4loLY717MazHFIzxkyF4AGhkfirRfUifRIhOUlVE3pHl7Ehdza6SJHZQQ0bTCEMDgBZ3VWG0RyQXx0xkbJ/ZRMnCKl2aRtEwMHwUA8NH8VsgtyKbzcmfsSnjR7ZWZlCh1bBGC2uqkmFvMhE7/8EITIzw78uIuMlExE9H8QxydjOEEBcoSSi6sCNHjrB+/XrHV11dHdOnT2fcuHHODk0Il2WpryEp5Tu2HV/F1uIDJKrVWJRfRyEC9LUpXOIZy+W9ZjBowC1ojR7OC7idpBRUcuvb2yiqrKd/mDfv3DESN4PWKbF4mfQsvXMUN7y5hYySam7639Yul1Rs4q53Z2L0RCZGT8Rqt7K3cC+b0teyOf1HkqpzOWowcNRgYCm5mFIWM/Tg64yw6RgZOIiBcZPQx14GgX0kwSi6POmTCNHOVBW1NI2s4z+yJ30dO0uT2UEtWU0JRH3DPxoV+uq9GRs8jLF9rmdIxFiZD7EbC/OK4LpRv+O6Ub/DardyIHd7Q4IxfwcHLeVk63VkY+WbigOw7wChu19ghGpkpF8fhkVPIKbnZBS/WFngRQjRKSSh6KIiIiKoqalh3LhxjBs3jj/96U8MHjwYRf44CNFMdXUxew99we6M9ewuP8o+ew21J47KUxTCbHbGGEMYEz6GUf1vxj9koPMC7gAHssu5ffF2Sqrq6RXsybt3jcLHzblvNkJ9THxy30Xc9L+tjqTie3eNIjaw6yZvdRodw0OGMzxkOL8d9UdKa0vZkrOZTcdXsiVvB4VUs8XNjS0AtYcwHUwiYfeLjLAqjPTvz6CYCRjiLoWQQaCVP7+i65A+iRDtoL6K6ozNHDi+mn0Fe9hbncM+Hb/ewnxCArG/3ocRgYMY2XMaQ6PH4WXwcmbkwkl0Gh1DIsYyJGIsDwJVlir2pK9n57Hl7Czaz0FLGXk6Hd9j4/vKJEhKwmf/vxhshcHuYSQED2VQjyl4Ro8FQ9ftfwkhXJe8o3FRQUFBHDp0iLy8PPLy8sjPz6empgZ3d9efi0yIjlRcmMzeo9+xO2cLuyvSSFYsDROSN9Eo+NrtDNN6MyZwCGP6zCI6dgKK1jmj9Tra5mNF/Ob9XVTUWhkU4cO7d43C38Pg7LAACPd14+P7LuLmxqTida9v5p07RjIkytfZobULP5Mf03pcxbQeV6GqKillKezI2crOtB/ZVXKQEurY5mZiG4DlGMYjRxlw4DUSLJDgHUtC+EUERl8KkSNkPiTh0qRPIsRZslmwFSSRnvYT+7O3sK88hb32So7q9dib+izGhn6JToX+el+GBw1mZI+rGBp9GZ4GTycGL1yVh96DS3pdxSW9rgKg2lLN3syfGxKMhXs5WF9CuVbLz1r42VYAuT+g5Kyip8VKgsaDwT69GBA2ih6x49GHDpKVpIUQ500Sii4qMTGRsrIyNm7cyIYNG3jyySdJSkpiyJAhjB8/nueee87ZIQrR4Wqqikg++h37s35hf+kR9ltKydGemDwEUAizqQwzBDAsKIHhPacRFzcJzQUwAuzDbek8/c1BrHaVUbH+vHPHCLxMrtU5jPB14/MHxnD30p3szy7npv9t4V83DWXKgFBnh9auFEUh3i+eeL94bhlwG6qqcrz8ODtytrAzfR07ivdTQi27TSZ2mwA1D7K/JiLtcwbX1ZGg9SLBvz99oi9DHzWqYRSjzjUSw0JIn0SIU7DUYsnby/H09STl7STZnEay1cxhvY6apukudNA4CSKhip4EjygGh45kcNxk+oUkYNQanRa+6Lrc9e6M6TGFMT2mAGCxWThSuJ/E46vYl7eDvZUZZFNPikFPCvV8UZUEKUkYjiyhj8VCP50X/bxi6Rc6gvjY8RhCE2SROSHEWen+77i7MF9fX66++mouvvhixo4dyzfffMPHH3/Mtm3bpPMuuh1rXSWp6T9xIH09+4r2caCmgKMaG7YTRx9qFRRVpYeqZagphGGhIxkefzXhEaMuqLli6q12nluexLtb0gGYOSSc568bjEnvmqMwg70abn9+8MPdbDhSyG/e38UjE3rxu0m90XbyojGdRVEUevr2pKdvT27qfyuqqpJmTmNvwR72Zmxgb+FeUuqKG+ZC0utYiR1qDmBM3kefvRb6WWwMcAulf+AAekSOQR8+DIL6SZJROI30SYQAqoqoztnNsawtHCrcS5I5jWR7FUf1euqb/p5pAW3D72o3VaGfwY/BAf0ZHD2OwdHjCPEIcV78olvTa/UMCB3GgNBhzGncVlRTxL709exLX8e+kiSS60qo1MB+o4H91EH1YTh+GN2xD4ivt9BP60E/zxh6Bw2kV+QYvMNHgiz6IoRogyQUXdSXX37pmPg8KSkJf39/LrnkEl566SUuv/xyZ4cnxHmpqcjBbN7A56tXcLj8GIdqCzmqsVHfLHkIoBBsVxmk82WgbzyDIi5mQO/peHp2r9FtZyOjuJpHPtnD3swyAP4wpQ8Pjuvp8nOZeRh1vD13BM8tT2bp5jReW5dCYmYZ/75pKH4ucot2R1IUhTifOOJ84pgZPwuAyvpK9hftZ2/OVvZlb2Gf+Rjl1LPPZGSfCcAMZVswlGymz856+lus9DcG0s+/H3Fho/CrqoH6KtD7OrNp4gIgfRJxwamrxJJ/gPSszRzNT+So+ThH60pI0dh/XTQFGuc9bPgb5oWGfoYA+vn1pl/4RfSLvowY7xi0Gtf8sE9cGALdApnQ93om9L0eALtqJ8ucSVLmBpKyt5BceoSkuiLMip1ko4FkLFCbApkpkPk1oVYr8TaFeKM/8d5xxAcn0CPqUvShA2VeRiGEJBRd1f33389ll13Gfffdx+WXX86gQYOcHZIQZ89upzg/kcPpGziUv5tD5lSSLWWka0BVFChqLNeYPPSwq/TXuDHIK4ZBoSMZ1OsqQoK71wIq5+P7fTnM/2I/FXVWvE06XpydwOQudOuwXqvhb1cPYEiUL098uY+fjxZx5b828sL1CVze+8L79NvT4MmY8DGMCR8DIx5DVVXSzekkFR8kKXsLSQWJJFdlU6mxst9kZL/JCNRA5W70R3bRq97CqqX/pY/Oh3ifOHoHDyEgbBhKyADwjZGVpUW7kT6J6LZqzVgLD5GZtZ2qvNUs/eTfpNQWcJR6UvX65nM0G7U0dlgIREe8KZD+fn3pFzmW/pGXEOkV6fIf7gmhUTRE+8QQ7XM7Vw68HQBVVcmpzCY582eSsjaTXHqYo7VF5GMhT6cjTwc/Uw7mRDAnoju6lFiLlXgM9HILJtYrFm2xHmtmIPrwgWDycW4jhRCdRhKKLqqgoMDZIQhx5ux2yguTSMn8mZT8RFLKj5NSV8QxtZ5S7UlJjcY5EANtKv103vT1jqFv8FD6xY4nInQYGvkkv4Xiyjqe+S6Jb/fmADA8xo9/3TSESL+uuSDCzKER9An14qGPdnO8sIq5i7czd0wMT0zth5vhwr3+iqIQ6xNLrE8s03o0TLhuV+1kVmSSVHSQpJytJBXsJbkykwosDSMJjAa+wwp1RyHzKP5pnxBfbyHeqtLbLZjevr3oEToct9DBEDIAPIOd3ErRFUmfRHRpdjuYs6jI20ta7i5SSw6RWpFJWn0ZqYqVDL0ei6KACbDTOOCwYdShBwq99L7Ee0XTK3AgvSPH0itoEH4mPyc2SIj2pSgKEV6RRPS/mUn9b3ZsL68rJ6XwAEezNnG0cD9HK9JJsZRTodgb52VUwZYPZfmgBe3Gn4myWIlVtcQZfInziqJHQD9iw4bjEzoEvCMuqCmKhLgQSELRhdlsNr7++muSk5MB6N+/P9dccw3abrparegC7HYqig9zLHMTx/L3kFJ2jJTaAo6pdRSenDjUNPyjqCrRqpa+Rn/6+vSib9gIekWNZ9vmZKZNm4Ze71qLiLgSVVX5dm8Oz3yXRElVPRoFHhzXi99Nikd38ve7i+kX5s3yRy7ln6sOsXRzGu9uSWfDkUL+PnMgl8ZfeKMV26JRNMR4xxDjHcPUHtOAhiRjWmkay9YuwztKw7HCfRytSCfdUk6JVss2N23DytJUQOUeNEd3E5FspYfFSg9VR5x7KD18ehAXPBjvkIEQEA8+UTKiUZyS9EmES1NVqCzAUnyU7PxEMouSSSs/Tmp1Aam2StJ0Wop0J/ysKoBRQ1Pi0KhCmN1AP98Yegf0Jz58NPFhwwnzCJNRh+KC5WP0YXjkxQyPvNixTVVV8qvzOZKzg6M5W0kpOURqVR6pFjPVGoU0g540YD1mqDzY8JX+OQFWG3E2O3FaD2LcgonyjiY6oC+RIUMxBfUFzxBJNgrRBUlC0UWlpKQwbdo0srOz6dOnDwALFiwgKiqK5cuX07NnTydHKLoza1Uh2VnbSMvfTVrJYVIrs0mvLyONeopOfvOocfxDuF2hp96bXh6R9ArsR6/wi4iLHIub0avZIRaLBUjulLZ0VccLK/n790n8dLgQgL6hXrxw/WAGR/o6N7B25GbQ8rerBzChbzB/+HwvacXV3PbOdq5OCOcv0/sR7CUrDbZGo2iI8oqiv6E/04b/mpSvsdZwvOw4R4qTOZK3i6PFBzlSlUOpvY5MvZ5MvZ4NABSDuRjMOwg8ZKOHxUKcVaWH0Y84r2h6BPQnOGQwSlAfCOgFhq45Ela0H+mTCJdgs4I5i6qCJDIL9pJZcpTMikwya4vJtFWRqdWQp9NiPzEpoQf0v87TG4SOOIMfsV6RxPn3JS5sOLFBAwk0BLJq5Sr5oFOI01AUhVCPUELjZ3BZ/AygoV+/fPlyRo4fSWbZIVJzdpJanExqZSapdaXkY6FYp6VYp2Un9WDJguIsKN4MRyDYaiXaphKtdSfKGEC0VxTR/n2IChmCR3D/hpGN8qGnEC5JEoou6re//S09e/Zk69at+Pv7A1BcXMytt97Kb3/7W5YvX+7kCEVXp9ZXU5K/n7TcbaQXJZNWnkZqbRFp9mqytErzeYOgcdqghmRisF2hl86TXh4R9AroS8/wUfSMuhQPk29nN6PbMddaeG3tUZZsSsNqV9FrFR4eH88D43pi0HXPztRlvYP4cd7lvLT6CO9tSePbvTn8dLiARyfGc9uYGIw6GQF1Jtx0bgwIHMCAwAHQp2HydVVVKa4t5njZcY6XHOJ43h6Ol6WQWpNPga2GosZRO9sBqIW6I5BzBI+sL4m2WIm2WIjWuhPtFky0dwzR/n0ICBqAEtAT/GIl2XiBkD6J6BSqClVF2MrSKCw8SE7xEbLL08iszCazvpRMex2Zei0lJ3+weVLS0A2FSK07saZgYn17EBc0kLjQkcT69cTT4NnqqRs+6BRCnCtFUQh2DybCJ4KLYiY221dlqSKtNIXjOdtJLdxPljmDjJpCMmyVVGCnQKejQAc7sYAtD8ryoGwHHP8Af5uNaKuNKMVEhNGXcPdQInxiCPfvTUjQQPT+PcAjSEY3CuEkklB0URs2bGjWcQcICAjg+eef5+KLLz7Fkc5z7bXXsn79eiZOnMjnn3/u7HCEqmKtyCcvbxeZBfvJLEshqyKLrLoSMm3VZGlUKk/+tE+D4xNAN1UlRjESY/Aj1jOS2IC+xIUOJTpsFF5uMndQe6u32lm2I4N/rT1KUWU9ABP6BvOXq/rRI6j1N0DdiZdJz9+uHsCsYRH8+asD7M8u5/+WJ/PuljT+MKUvMwbLbWfnQlEUAt0CCXQLZFTYKBhwu2NfZX0lqeWpHC89SmrBPo6XHCK1MotMSzlVGo1jjsYGhWAuBPNOPI7bf002akxEm4KI9m4YTRAQ2L8h2egfJ5OydyNdsU8iXJDdBhV5WEpTySs8SE7JEXIqMsitKiDbUkaurZYcrYZ8nbblh5onzGsI4IuWaJ0Xke7BRHnFEBXYl6jgBKJ8exDoFih/L4RwIR56DwYEJzAgOKHZdlVVKa8rJ7PsOBn5iWQUJZFpTiOjOp9MawUl2CjRNnyIkIgd1BKoKoGqJMhZiUZVCbHZCLfaidCaCDdIwlGIziYJRRdlNBqpqKhosb2yshKDwdDKEc736KOPctddd/Huu+86O5QLh7WOquKjZOXtIrMwiSxzGplVeWRayslS68nValp2yhVApwAKiqoSjpZYnRex7qHE+vYkNngwseEXEewXh0bpniPiXInVZufL3dn8a+1RsstqAOgR5MFfp/dnfJ8LbwGNwZG+fP3QxXy+K5OXVh8hs6SG3368h3d+Ps68yX24LF7eKLYXT4Mng4IGMShoEPSe5dhusVnIrMgkoyKD9KJkMouSSDenkVFTQK6tupVkYwlUlkDlXtzT7IRbrURarEQoeiIMfoS7hxDpE0OEfx88A3qDXwz4RILezTkNF2etK/ZJRCdTVagtQy3Pxlx6jPySI+SXp5NbkU1uTQE5FjM59npydBoKtVrUk3+PnzTKUKdCiMZIuN6baI9QIn16EBU0gKigwUT5RONlaD6VihCi61EUBV+TL76hwxgUOqzF/sr6SjLL08goaJgXNdecQXZ1Pjn1ZeTYaqhTFHJ1OnJ1sKuNhGNwY8IxVGMkRO9FqCmAUI8wQnyiCfXvg79/PIpvFLj5SdJRiHMgCUUXNX36dO677z7eeecdRo0aBcC2bdu4//77ufrqq50cXevGjRvH+vXrnR1Gt6LWlFFemExW/n6Ki9bx8XefkFdTQG59OTm2GnI1KqWtTYh/wu3JBlUlEgORei+i3IOJ8o4lKqAvkaFDiQjsj1En89Q5g8Vm59vEHP7zUwqpRVUABHsZeXhCL24eFY2+iy+6cj60GoUbR0YzIyGct39O5c0Nx9ibVc7cxdtJiPLl0Ym9GN8nWBKLHUSv1dPDtwc9fHtA1Lhm++pt9WRVZJFuTiej5BAZRclkmNPIqC4g11ZFtUZDisFAiiPJVAn1lVB4DArX4WOzEWG1EmG1EaEYiDD6EeEeSph3DGFFFpRjJgjs0bBIjF5+N7mKrtgnEe3IbofqIuzlmZSUHCW/5Bh55Wnk5Bxi0YcvUGCpIN9eR75WoUCrpebkux8UWowwNKoKYVoT4QYfwtyCifCOJsw/nvDAAYT7xBDkFoRWI9NdCHEh8zR40i9oIP2CBrbY1zSlS055OjmFB8kuOUKOOb1FwjFPpyNPB6ACZqgzQ10qlGyGVNCrKiFWKyE2lVCNkVCDN8EGf+wVcHjzAcID++Ln3xvFJ0KSjkK0QhKKLurf//43c+fOZcyYMY7Joa1WK1dffTX/+te/zrq+jRs3snDhQnbt2kVubi5fffUVM2fObFZm0aJFLFy4kLy8PBISEnjttdccbxxEB7DbsVfmUVhwgNyiJHLKjpNTkUVubRE5lgpy7XXkahWqmzrmOqBpgMgJtyYD+KoQpXEj0uhPpEcYUb69iAoaQGTYMIK9ImWkoQuprLPyyfYM3vklldzyWgACPAw8MK4nt14Ug0kvb6CauBt0/HZiPDePiuaNDcf4cFs6ezPLuGvpTgZGePPguF5M7h/S5Ve87koMWsOvycbo8c321dnqyKnMIbsym+zSY2QXJ5NVnk52dR459eWUqRbKtVrKtVqSjE1HVUBdBRQeBR34b15HmNVKqNVGmGIk1OBDqHsgoR4RhPnGEeDfC61PNPhENKwIKQmHTtHefRLhIlQVakqhsoDq8nSKSo9TaM6gqCqPwup88mtLybdWkm+vJ7+1W5GbplA9KVkIDbckh2jdCDH4EO4RRrh3NGH+vYkIHECYdyQBpgD5UEgIcc5OnNJlcOjwFvtPTjjmlx0nryKTvOp88uvKyLNWUaRasSgKWXo9WXpoSDqWQ305GIG0VEgDg10lxGYlyKYSpDEQpPMgyOBNkFsQQZ6hBHvHEOgbh5dvDxTvMEk8iguKJBRdlK+vL9988w1Hjx4lOTkZRVHo168fvXr1Oqf6qqqqSEhI4K677mLWrFkt9i9btox58+bxxhtvMHr0aF599VWmTJnC4cOHCQ5uuO1yyJAhWK3WFseuXr2a8PDwc4qr27LWYzVnU1SUTH7JUfLL0ymoyiW/ppD8ejP5thrysbY+TxA0DC48YeShv6oQZNMS5R5IhEcIYV5RhPv1JDxoIOGB/fEyende28Q5yS2v4d3N6Xy4LZ2K2obXUZCXkTsvjmXumFg8jPLruC1BXkb+Or0/91/ek7d/Ps77W9M5kG3mwQ93E+Hrxp0Xx3LDyCi8TbIypzMZtUbifOKI84mDiEta7K+sr2xINlZkk116lOySI2RXZJBdXUB2fTnVJ8yVdNCRcGwc4VifBqWb0B1XCbHaCLFZCbXaCdO6EWrwIcw9mFDPCEL9euLt2wPFNxK8IxvmTZKVIc9be/dJRAezWaGqELUil7LSVArLj1NUkd2QKKwppqjeTJG1mkK1niKtQpFWS1VrrxMNLZKFigqBio5grTvu9Tp6BscR6h1FiG8cIf59CPWOJsg9CJPc/SCEcKLTJRwBLHYLhdWF5JVnkF9yiLyy4+Sbs8itziezIp9SrZVi1Ua9RiFToyfT0c2sAmsVVORCxT7IbdhqstsJtNkItqkEKgaCde4EGn0Idgsk0KMx8egX19BP8QwBd3/5YFR0efIO1sXFx8c7Ouzn80nu1KlTmTp1apv7X375Ze69917uvPNOAN544w2WL1/O4sWLeeKJJwBITEw85/OfrK6ujrq6Osdzs9kMNKyy1x4r7TXV0SGr9tVXUluaTmHxIQrKj1FgzqSgOo+C2lIKrA23/RQodoq0WuytXTNN41fjy0+rqoSgI0zrTpjRjzD3EEK9YwjziycsaCAhPnFoVS1r1qzhiiuucIwOaa29XUWHXh8naKs9drvKpmPFfLQ9k3WHC7GrDdt7BHpwzyUxXJ0QjlGnAVTX+V5YLOibPXWRuABfk4bHr+jFXWOjeXdLBh/vyCS7rIb/W57MK2uOcN2wCOaMiqJHkEeLYy+UnzlXZlSM9PDqQQ+vHhB+abN99fX1fLP6G/qN6kdxXRG55ankl6WQV5FFfk0hefXlFNprsCoK2Xod2foTuy9NtzClQPEG3Ox2gmw2gq02guwqwRo3ggxeBJkCCHYPIcgrkkCfOIzekaheoeAZCkavdh1N0N7Xx1Wuc3v1ScQ5sNZDdRFqZQGV5kxKzJmUVGRTUpVPcU0xRbUlFFkqKbTXUISVIq2WIu2pPrSEk0cVuqEQpBgJ1LkTZPQjxCOEEK8oQvx6EuIfT6hXJAFuAeg1eiwWCytWrGDalGmt9kuEEMLV6TV6wj3DCfcMh4iLHNsdv9+mTQMNFNQUkFeeQWHpMYrM6RRUZFNUXUBBXSlFlkoK7LVUYKdWoyFLo2kc7QhQDdbqxsTjfshr2Gq02wmw2fG32wlAS4DGRIDeA3+DDwFuAQR4hBDgGUGAdzTevtFoPEMbPiDVyZzFwvVIQtGFvfPOO7zyyiscPXoUaOjI/+53v+Oee+5p1/PU19eza9cu5s+f79im0WiYNGkSW7ZsaddzNVmwYAHPPPNMi+2rV6/G3d29lSPOzZo1a86soGrHYKuC+kLqLPnUWAuptpdRaS/HbK+iXKmhDAslGjuFWoWy1uYthMZOuiNjiFZVCbRrCFB1+OKGj+KJt8YPD10AbroQ3A0ReGr80Con1GcDSqGkFEqOp3KQ1LNvTxfRXdtTaYFtBQqb8jUU1/36Zq6Xt51xYSoD/MrR5O9j7ep9zgq1TdraWqaf8HzFihVOi+VU+gBPDoRdRQrrczXk1dh4b2sG723NoKeXypgQOwn+KoaTXqrd9WeuO/DQeJCxMwMAb0LwJoR4AFPDl021UaFWYLabKbOVUmXNp9JWSLmtlDK1ghKlFrNio0ajIUOjIaNZkqMCLBVQngbl2yALfGw2ghsTj4F2FT+7AV+l4fe0p8YHd20gbvog6vV+1Or9qNX7YtWe3UIy7XV9qqur26We89FZfZILht0OtWVQVUhdRQ6l5ekUm7MpqcqlpLqQkrpSSuorKLFWU2yvo0RRKdFqKNFqsbSVzNXDCdlCB1+0BGpMBOk9CTL5E+AeRJBnOEE+MQT69iTQM4wg9yA89C0/jBFCiAuZXqsnwjOCCM8IiBjTZrlaay2FNYUUVuRQWJpCYXlaw+PqfArrSim0VFJor8WMnTqNhhyNhhzH0RagDOrLoD4dyn+tV6eq+NlsBNjsBKgK/hojAXoPAvTeBJj88fcIJsAjjACfaHy9o9F7hYJ7AJh85LZr0SkkoeiinnrqKV5++WUeeeQRxoxp+OW1ZcsWHnvsMTIyMnj22Wfb7VxFRUXYbDZCQkKabQ8JCeHQoUNnXM+kSZPYu3cvVVVVREZG8tlnnzliP9n8+fOZN2+e47nZbCYqKorJkyfj7X3+t+9aLJaGEX3jL0NXV0p52TGKyo5TbM6kqCqXopoiiupKKbJWUWSvowgbRVrNr7f8tOyPc8LQQgBMKgQrekK07gQbfAhxCyLYM4Ign1hC/HoT7B+Pv1tAu8xf6GhPGyMUu5ru2J4VP6xBE5XAd/vz+floMdbG4YheJh2zhoZz04hIegV7OjnSM1BV1ezptGnTnBTImZlJwzw5m4+X8N6WDNYfKeRYhcKxCi3fmHRckxDG9cMiiA808eOPP3arn7nu9hpqj/Y0degLagooqsqnsDyVgvJ0CqvyKKwtptBipsBWTR2qYz7Ho80+8LcApY1faWhUFb86O0HVNgJsNgJVhUCtGwF6LwJM/gS4BRHoGYa/VzSe3pHgGQweIVgMPqxZt77drk/TKH5n6cw+SXvIzMzktttuo6CgAJ1Ox1//+ldmz57ttHiKsneyasPTZJfnkfjuM5TYaylRrY4EYWVbt+U7bjlu+TPkgYK/YsBf546f3pNAkz9B7qEEekcS6BNDkG8cQR6hBJgC0Gu7/u8IIYRwZSadiSivKKK8oiB8dJvlaq21FNUUUVxVQHF5GiXmTIorcyiuLqC4toSS+nKKGz9IMmPHqigU6nQUOrI2dqACrBVQmQ2Vzev3stkJsNnws6v4KTr8tEb8dO5oalTyMn2I6jGug74D4kIlCUUX9frrr/PWW29x8803O7ZdffXVDB48mEceecTlOu8AP/744xmXNRqNGI3GFtv1en27vPl6edkU9lTn8p/PaPuWH2hMHCqc+FJwa5wfKEjrRqDeu7GTHkSgVySB3tEEB/QhxDcOb4N3p9/y1V7fH1fR1dtjt6vsSCvhi12ZfJeopWbbQce+hEgf5oyOYUZCOG4nD5NzZSddj65yfcb1DWVc31Dyymv5fFcmy3ZmkllSwwfbMvlgWyY9Aj3o66YwwGyhV2j7jYJ2tq7+GjrZ+bZHr9fj5eZFD3q0WUZVVcz1ZgqrCymoLqCgIovC8lTyzZkUVudTUFNCgcVMsb0Wm6JQrNNSrDvxNdy4UqTFDJY0aMz1mRpvYQq02Qi02eihBKHXt8/toM6+xl2tT6LT6Xj11VcZMmQIeXl5DB8+nGnTpuHh4ZwReAVVefzTkvHrIiatfGqpU8Ff0ROgNeGv98Tf6IO/KQB/92D8vcLx944mwDsKf7dA/Ex+MkehEEJ0QSadiUivSCK9IiF02CnLWmwWSmpLKK4uotic3pB8rMiiuHGqi4bkYyXFtjpKVSt2BSq0Giq0GtJ+rQUoBzcYbc4gqmObJy5AklB0URaLhREjRrTYPnz48FYXRjkfgYGBaLVa8vPzm23Pz88nNDS0Xc/VWdJs1Rw8aZELP1UhQGMgSOtBkNGHAFMAQR6hBHlHEeAbS5BfPEFe4XLLjzglm11lZ1oJKw/ksepAHnnm2sY9CuE+Jq4dFsG1Q7vIaMRuKNTHxMMT4nlwXC82Hyvmkx0ZrEnK53hRFcfRsuLVX0iI8uWahHCuGhxGiLe8Kb/QKIqCj9EHH6MPvfzaXlTEZrdRWlfaMKK9pogiczZF5nSKK7Ioqi6ksLaEYouZImsNldio1WjI1mgc8zvW1ts7q0kdrjP7JO0hLCyMsLAwAEJDQwkMDKSkpMRpCcWQ4EFc4RGHvdJGfFQ/grzC8feKwt8nGn+PEPzd/PHSe8m8lEIIIRz0Wn3DXLYeIRA04JRlbXYb5nozpbWllFTlUVKeTmnTPLvVBWQUZBASktBJkYsLiSQUXdRtt93G66+/zssvv9xs+//+9z/mzJnTrucyGAwMHz6ctWvXMnPmTADsdjtr167l4YcfbtdzdZbbR8yjb+IOLr94OqGBvQlwC5RbfsQ5s9jsbD1ezMoDeaw+mEdRZb1jn6dRx5UDQgitzeCRGy/FaJQJk12BRqNwSXwgl8QHUlFrYeW+HBav3ccRs4a9mWXszSzj2e+TGBrty+T+oUwZEEKPIEkCi19pNVrHCpEARLRdtsZa07AwRk0RxdWF5JUeJ/9wducE2gnau0+yceNGFi5cyK5du8jNzeWrr75y9D+aLFq0iIULF5KXl0dCQgKvvfYao0aNOutz7dq1C5vNRlSU88ZlBPjG8M9rvmiY5P8yWcRECCFE+9JqtPiZ/PAz+dHDtwdEjHXsa1pkJjywvxMjFN2VJBRd2DvvvMPq1au56KKGVae2bdtGRkYGt99+e7P5B0/u4LemsrKSlJQUx/PU1FQSExPx9/cnOjqaefPmMXfuXEaMGMGoUaN49dVXqaqqcqz63NWM6H0tBSlGBkSMlY67OCclVfVsPFLIukMFbDhSSHnNr6usept0XNE/lKkDQ7kkPhAtdlasSEejkdElrsjLpOfaoeEYcxMZddl4VicX8U1iNrszytjT+PXPVYeID/Zk8oAQpgwIZWC4j1xPccbcdG6/3sIEWCIsrMhwzQWNzlV79kmqqqpISEjgrrvuYtasWS32L1u2jHnz5vHGG28wevRoXn31VaZMmcLhw4cJDg4GYMiQIa2Ojly9ejXh4eEAlJSUcPvtt/PWW2+dU5uFEEIIIUTbJKHoog4cOMCwYQ3zKhw7dgxouDU5MDCQAwcOOMqd6e0xO3fuZPz48Y7nTZ3/uXPnsnTpUm688UYKCwt56qmnyMvLY8iQIaxatarFQi1CdFd2u0pSrpl1hwr46XABiZllqOqv+wM8DEweEMLUgWGM6RmAXvvrJPoWS/e5tbG7C/Q0MndsLHPHxpJvrmV1Uj6rD+ax5VgxRwsqOVpQyaKfjhHoaeSy3oFc3juIy+KD8POQkafiwtXefZKpU6cyderUNve//PLL3HvvvY4PNd944w2WL1/O4sWLeeKJJwBITEw85Tnq6uqYOXMmTzzxBGPHjj1lWSGEEEIIcfYkoeiifvrpp3atb9y4cagnZkda8fDDD3fZW5yFOBfZZTVsTili87FifkkporCirtn+fmHejO8TxPi+wQyN8kWnPf8Vu4XrCPE2cdtFMdx2UQzlNRbWHy7gh4N5rD9cSFFlHV/uzubL3dkoCiRE+nJ57yAu7xNEQqQvWhm9KC4g7d0nOZX6+np27drF/PnzHds0Gg2TJk1iy5YtZ1SHqqrccccdTJgwgdtuu+205evq6qir+/X3f9Oq2haLBYvF0tZhZ6Wpnvaqz9mkPa6tW7XHYnGsc26xWKAbtKlbXR+kPa6uI9rTXb434vxJQlEIccEoqqxjy7FiNh8rZvOxItKLq5vtdzdouaRXIOP7BjOuTxBhPm5OilR0Nh83PdcMieCaIRHUW+3sTC9hw5FCNhwu5FBeBYmZZSRmlvGvtUfxMukYHefPRT0CGNMzgH6h3nJ7tBDtpKioCJvN1uIOiZCQEA4dOnRGdWzatIlly5YxePBgvv76awDef/99Bg0a1Gr5BQsW8Mwzz7TYvnr1atzd23dV+DVr1rRrfc4m7XFt3aE92tpapjc+XrduHTZT91lMrTtcnxNJe1xbe7anurr69IXEBUESikKIbiunrIad6aXsTCthe2oJh/Iqmu3XahQGR/pwcc9AxvYMYHisH0ad1knRCldh0GkY2zOQsT0DmT+1H3nltWw8UsiGI4X8fLQQc62VH5ML+DG5AABfdz2j4/wZ0yOAMT0D6R3iKau1CuFEl1xyCXb7mU9FMX/+/GbzQJrNZqKiopg8eTLe3t7tEpPFYmHNmjVcccUV3WJuZ2mPa+tW7amqcjycMGECel9f58XSTrrV9UHa4+o6oj1NI/mFkISiEKJbsNlVDuWZ2ZVeys60hiRiTnlti3L9wrwZ2zOAi3sFMDLWHy9T1+8oiI4V6mPihpFR3DAyCptd5WBOOVuOFbPleDE7Uksoq7bww8F8fjiYDzQkGIdH+zEsxo/hMX4kRPriZpBEtRBnIjAwEK1WS35+frPt+fn5hIaGdsg5jUYjRqOxxXa9Xt/ubyY7ok5nkva4tm7RnhPi7xbtOYG0x7VJe05dlxAgCUUhRBdVWFHHvqwy9maVsyejlD0ZZVTWNV/xU6tR6B/mzYhYP0bE+HNRD38CPFu+aRTiTDWMavVlcKQvv7m8Jxabnf3ZDQnGrceL2ZlWSlm1hbWHClh7qGEEo06jMCDc25FgHBHjT6hP97llS4j2ZDAYGD58OGvXrmXmzJkA2O121q5dK/M8CyGEEEK4EEkoCiFcnrnWwv6scvZmlbEvs5x9WWWtjj70NOoYGu3LiBh/Rsb6kRDli4dRfs2JjqPXahgW7cewaD8eGt8Li81OUk7DSNld6aXsTC8h31zH3qxy9maVs2RTGgCh3iYGR/owONKHQZG+DI7wkZWkxQWjsrKSlJQUx/PU1FQSExPx9/cnOjqaefPmMXfuXEaMGMGoUaN49dVXqaqqcqz6LIQQQgghnE/eaQshXEppVT3JuWaScs0cyC5nX1Y5x4uqWpRTFOgZ5MngSB+GRPkyPMaPvqHesvqucCq9VkNClC8JUb7cdUkcqqqSU17LzrQSdqeXsjO9lORcM3nmWvKSalmd9OttnVH+bgyO8GVQpA+DI3wYGOmDt9ySL7qhnTt3Mn78eMfzpvkL586dy9KlS7nxxhspLCzkqaeeIi8vjyFDhrBq1aoWC7UIIYQQQgjnkYSiEMIp7CqkFlVxtLDGkUBMzjWT28rIQ2hMtkT6khDpw+BIXwZG+OApow+Fi1MUhQhfNyIaV5AGqKqzcjDHzL6sMvY3Js1Ti6rILKkhs6SG5ftzHcfHBLjTL9SbfmHe9Avzol+YN5F+svq46NrGjRuHqqqnLPPwww/LLc5CCCGEEC5M3o0LITpcSVU9R/IrOFpQ2ZA8zCknKVtL/dZNrZaP9nenX5gXA8J9Gm8L9cVfbgcV3YSHUceoOH9Gxfk7tpXXWBwjcvdnl7E3s5zsshrSi6tJL65m1cE8R1kvk44+IZ641Wmo3JnFwEg/+oR6YdLLwi9CCCGEEEKIziEJRSFEuymqrONofiVHCyqa/V9cVd9KaQWTXkOfUG/6N4686hfmTd9QL1l5WVxwfNz0XNwrkIt7BTq2FVfWkZxbQXLj6N2kXDPHCiupqLWyM70M0PDzN0kAaBSIDfQgPtiT+GAv4kMa/u8R5CGJRiGEEEIIIUS7k4SiEOKs2O0queZaUgurOFZY6Rh5mFJQSUmricMGUf5uxAd70SfUi95B7hQe3cPt107FZJSRh0K0JsDTyCXxRi6J/zXJWG+1k1JQyYGsUlZs2Ue9WyCH8htee8cLqzheWMUPB3+dl1GjQEyAB72CPRuSjY2Jxp5BnrgZJNEohBBCCCGEODeSUBRCtKCqKiVV9aQWVXG8qIrUoipSCxv+Tyuuos5qb/U4RYEoP3d6h3jSK9iL3k3Ji2AP3A2//rqxWCysyNojC6gIcZYMOg39w72JD3LDmJvItGkj0Ol0FFTUcSS/giP5laQ0jgw+kl+Budba8PotqmLNCQvAKApE+rnRI9CTuEAPegR5EBfY8BXu44ZGXptCCCGEEEKIU5CEohAXKFVVKa+xkFFSTVpxdWPCsNKRRKyotbZ5rF6rEO3vTlygZ0PSUEY9CeE0iqIQ4m0ixNvEpfFBju2qqlJYUcfRgkqONo4kbnpcWm1xLAKz4Uhhs/qMOg2xAY0JxsZEY4/GZKO/hwFFkWSjEEIIIYQQFzpJKArRjdVb7WSX1ZBRUk1GSTWZJdVkFP/6uKKu7aShokC4j1uzkUuxjYmFCF83dFpNJ7ZECHG2FEUh2NtEsLep2dyMqqpSXFVPSkElaY2jF5tGIqc3jkA+nF/B4fyKFnV6m3TEBnoQ7e/e7CvK350wH5P8XhBCCCGEEOICIQlFIbowu12lqLKOrLKaZsnCpoRhrrkWVT11HcFeRqL93RsTh56O5GFMgLss5iBEN6QoCoGeRgI9jVzUI6DZPqvNTk5ZLccbRys3fR0vrCKnvAZzrZV9WQ2rUZ9Mp1GI8HNrNdkYHeCOtyy2JIQQQgghRLchCUUhXFhNvY2c8hoyiirZkq9wZG0KeeZ6cspqyC6rIbe8Bovt1BlDN7321zf1/u5E+7sRHdDwONJPkoZCiF/ptJqG3w8B7ozr03xfrcVGWnEV6cWNo51P+MoqqaHeZie9uJr04upW6/Z11xPt706Erxvhvm5E+LoR4dfwf7Cn7rQffgghhBBCCCFchyQUhXASu73htsPc8hqySxsShDlltWSXVZNTVktOWQ3FzVZN1sLx4y3q0SgQ6m06IWHYkAxoeh4gc54JIdqBSa+lb6g3fUO9W+yz21XyK2pJP2FKhRNHSxdV1lNWbaGsuvXRjQAGjZb/HNtEhJ+7I9F4YtIxxNskCzkJIYQQQgjhIiShKEQHqLXYyCuvJc9cS765tsXjfHMdBRW1px1dCOBh0BLua0JXX8GQ+Ggi/T0cb7LDfd0I8TLKvGVCCKfSaBTCfNwI83FrcRs1QFWdlczShmkZmkZYZ5c1fZhSS1FlHfV2hZTCKlIKq1o9h1ajEOptIsLXjVAfE2E+JkJ9TIR6mxqfuxHoaZDfh0IIIYQQQnQCSSgKcRbsdpXS6npHcjC3vJb8xmRhnrnO8bi8xnJG9SlKwxyGjtv/TrgVsOl/bzcdVquVFStWMG1af/R6mYdMCNG1eBh1bY5uBKioruWTb38gfsho8ivqHYnG7LLqhukdymqx2lVHIrItGgWCvUyE+JgIa0w0OpKPjc9DvE0y1YMQQgghhBDnSRKKQtAwV2FhRR2FlbUN/1fUUdD4f8P2OgrMdRRV1mG1n9lEX256beObVyOh3g1vcEO9Tc0eB3kZ0ctoGiHEBc6k1xLsBhf3DGj1QxObXaWwoq4xwdjwQU5uedMHOzXklddSUNHw+7nhA55a9p7ifH7uekJ93Aj1NhLsZSLY20iQl5FgLyNBXqbG/42SeBRCCCGEEKINklAU3ZZdhaLKOkprahoTgrUUVtY1SxgWNT6uqLOeVd2BngZCTkoOnvzY200ncxcKIUQ70GoUx2jD4TGtl7HZVYor68hrHD3eNNVE3gmPc8trqLXYKa22UFptITn31Of1cdM7kovBXkaCvU0nPG/4UCjY24iXUX7fCyGEEEKIC4skFEW3dM97u/n5qBb71g1nfIxRp2kYpeLZ8GbxxDeMTduCvY0EeBgx6GRUoRBCuBKtRmlI+HmbGBzZehlVVTHXWMk11zTOZ1tLgbnhA6aCilrHyPSCijrqrXbKayyU11g4WlB5ynOb9JqGkY6NfzsCPPTYixSmdUA7hRBCCCGEcAWSUBTdkk6rYEdBUSDAw0CgZ8PIkubJwl8fB3nJCBMhhOjuFEXBx12Pj7u+zfkc4dfEY1OSsaCiIfHYlGx0JB/NDSPcay12x6rWTQb5yd8TIYQQQgjRfUlCUXRLT0/vx+UeucyecSVuJqOzwxFCCNGFnJh4jA/xOmXZmnobBRW1vyYbzbXkm2uoyE7ppGiFEEIIIYTofJJQFN1SmI8JHwPoZMETIYQQHcjNoCUmwIOYAA/HNovFwooVR50YlRBCCCGEEB1Lsi1CCCGEEEIIIYQQQogzJglFIYQQQgghhBBCCCHEGZOEohBCCCGEEEIIIYQQ4oxJQlEIIYQQQgghhBBCCHHGJKEohBBCCCGEEEIIIYQ4Y5JQFOetrKyMESNGMGTIEAYOHMhbb73l7JCEEEIIIYQQQgghRAfROTsA0fV5eXmxceNG3N3dqaqqYuDAgcyaNYuAgABnhyaEEEIIIYQQQggh2pmMUBTnTavV4u7uDkBdXR2qqqKqqpOjEkIIIYQQQgghhBAdQRKKF4CNGzcyY8YMwsPDURSFr7/+ukWZRYsWERsbi8lkYvTo0Wzfvv2szlFWVkZCQgKRkZH84Q9/IDAwsJ2iF0IIIYQQQgghhBCuRBKKF4CqqioSEhJYtGhRq/uXLVvGvHnzePrpp9m9ezcJCQlMmTKFgoICR5mm+RFP/srJyQHA19eXvXv3kpqaykcffUR+fn6ntE0IIYQQojXV1dXExMTw+OOPOzsUIYQQQohuR+ZQvABMnTqVqVOntrn/5Zdf5t577+XOO+8E4I033mD58uUsXryYJ554AoDExMQzOldISAgJCQn8/PPPXH/99ecduxBCCCHEuXjuuee46KKLnB2GEEIIIUS3JAnFC1x9fT27du1i/vz5jm0ajYZJkyaxZcuWM6ojPz8fd3d3vLy8KC8vZ+PGjTzwwAOnPKauro66ujrHc7PZDIDFYsFisZxDS5prqqM96nIF0h7X1q3aY7Ggb/a0G7SJbnaNkPa4uvZuT3f5vnSmo0ePcujQIWbMmMGBAwecHY4QQgghRLcjCcULXFFRETabjZCQkGbbQ0JCOHTo0BnVkZ6ezn333edYjOWRRx5h0KBBpzxmwYIFPPPMMy22r1692rHAS3tYs2ZNu9XlCqQ9rq07tEdbW8v0E56vWLHCabF0hO5wjU4k7XFt7dWe6urqdqnHVWzcuJGFCxeya9cucnNz+eqrr5g5c2azMosWLWLhwoXk5eWRkJDAa6+9xqhRo874HI8//jgLFy5k8+bN7Ry9EEIIIYQASSiKdjBq1KgzviW6yfz585k3b57judlsJioqismTJ+Pt7X3eMVksFtasWcMVV1yBXq8//QEuTtrj2rpVe6qqmj2dNm2akwJpX93qGiHtcXXt3Z6mUfzdRdPcznfddRezZs1qsb9pbuc33niD0aNH8+qrrzJlyhQOHz5McHAw0DC3s9VqbXHs6tWr2bFjB71796Z3796SUBRCCCGE6CCSULzABQYGotVqWyyikp+fT2hoaIed12g0YjQaW2zX6/Xt+mayvetzNmmPa+sW7Tkp/i7fnpN0i2t0AmmPa2uv9nSn7wl0/NzOW7du5ZNPPuGzzz6jsrISi8WCt7c3Tz31VKvlO3oalqa6Tvy/q5P2uLZu1Z4TpmKxWCzQDdrUra4P0h5X1xHt6S7fG3H+JKF4gTMYDAwfPpy1a9c6bjey2+2sXbuWhx9+2LnBCSGEEOKC0h5zOy9YsIAFCxYAsHTpUg4cONBmMrGpfGdMwwJyW7+rk/a4nhOnYlm3bh02k8mp8bSn7nB9TiTtcW3t2Z7uNhWLOHeSULwAVFZWkpKS4niemppKYmIi/v7+REdHM2/ePObOncuIESMYNWoUr776KlVVVY6RAUIIIYQQnaE95nY+Wx09DQvIbf2uTtrjwk6YimXChAnofX2dF0s76VbXB2mPq+uI9nS3qVjEuZOE4gVg586djB8/3vG8qdM8d+5cli5dyo033khhYSFPPfUUeXl5DBkyhFWrVrXozAshhBBCdCV33HHHact01jQsHVWnM0l7XFu3aM8J8XeL9pxA2uPapD2nrksIkITiBWHcuHGoqnrKMg8//LDc4iyEEEIIp3LW3M5CCCGEEOLsaJwdgBBCCCGEENB8bucmTXM7jxkzxomRCSGcwWqzOzsEIYQQbZARikIIIYQQotPI3M5CiDO1OimfaY2PLTY7cqOlEEK4DkkoCiGEEEKITiNzOwshTqewoo5FP6WwbP0hR0LxwY8SUTw9ifBzY0iUHxP6BuPvYXBqnEIIcSGThKIQQgghhOg0MrezEKItNfU23vnlOK+vP0ZVvQ23E/ZtSy2lxlADwAdbM9BqFC7uFcjtF8UwoW8wGo3inKCFEOICJQlFIYQQQgghhBBO9fPRQv70+T5yymsBSIj04YnLBsIrDftHxvpy1Zh4jhVWsflYEQeyzWw8UsjGI4XEBrhz58VxzB4RibtB3uIKIURnkN+2QgghhBBCCCGcoqbexoKVyby3JR2ACF83/nhlH2YMDkdTU+0oN31wGDeMjHY8Ty2q4pPtGXy8PYO04mqe/vYgr/x4hNsuiuH2MbEEeRk7vS1CCHEhkYSiEEIIIYQQQohOtzezjMeWJXK8qAqA28fE8MTUvq2OMhwe7dvseVygB/On9eO3E+P5YncW7/ySSnpxNa+tS+HNjce5blgk91waR88gz85oihBCXHAkoSiEEEIIIYQQotPY7Spv/XychT8cxmpXCfE2svD6BC7rHdTmMdH+7q1u9zDquH1MLHNGx7D6YB5vbjxOYmYZH2/P4JMdGUzqF8J9l/VgRIwfiiLzLAohRHuRhKIQQgghhBBCiE5RYK7l95/t5eejRQBMGxTKP64dhK/7+a3YrNUoTB0UxpUDQ9mZXsqbG47zY3I+a5IavoZG+3LvpT2Y1C8Eg07THk0RQogLmiQUhRBCCCGEEEJ0uJ8OFfD4Z3sprqrHpNfwtxkDuHFkVLuOHFQUhZGx/oyM9edYYSVv/3ycL3ZnsyejjAc/3I2fu56rE8KZNSySwZE+MmpRCCHOkSQUhRBCCCGEEEJ0mPIaC/9YnsyynZkA9A314j+3DKVXsFeHnrdnkCcLZg1m3hV9eG9LGst2ZFJQUce7W9J5d0s6PQI9mDwglCv6hzA0yheNRpKLQghxpiShKIQQQgghhBCiQ6w7lM+TXx4gz1wLwB1jY3lial9Mem2nxRDkZeT3k/vw6MR4Nh0r5otdWfxwMI/jRVW8seEYb2w4RqCnkYl9gxnbK4AxPQMI9jJ1WnxCCNEVSUJRCCGEEEIIIUS7Siuq4v+WJ/Njcj4AsQHuvHB9AqPi/J0Wk06r4fLeQVzeO4iKWgs/HS5kTVI+6w8VUFRZx7KdmY5RlL2CPRnTI4DhMX4MjvQhNsBDRjAKIcQJJKEohBBCCCGEEKJdlFTV88aGYyzZlIrFpqLVKNx9SRyPTeqNm6HzRiWejpepYS7FqxPCqbfa2ZZazIbDhWw5XkxSrpmUgkpSCip5f2t6Y3kdCZG+DI70oU+oF71DvIgL9OjUkZZCCOFKJKEohBBCCCGEEOK8FFbU8fbPx3l/azrV9TYALu8dxF+n9+vwuRLPl0Gn4dL4IC6NDwKgrLqercdL2Hq8mL1ZZRzMMVNRa+WXlCJ+SSlyHKdRIDbAg17BnvQK9iTa350of3ei/d0J8zGh08pq0kKI7ksSikIIIYQQQgghzpqqqiRmlvHB1gy+35dDndUOwMAIb35/RR/G9w12coTnxtfdwJUDQ7lyYCgAFpudw3kV7MsqZ392OUfzKziSX4G51srxoiqOF1WxOim/WR1ajUK4r4koP3fCfNwI8TYS4m0iwF1HagVkl9UQ5qfBqJMRjkKIrkkSikIIIYQQQgghzlhWaTUr9+fxdWI2B3PMju0JUb48OrEX4/sEoyjdZ75BvVbDwAgfBkb4OLapqkpBRR1H8ys5kl/B8aJKMktqyCytJqukhnqbveF5SU0rNep49cDPAPi56/HzMODn3vR14nM9vu4G/D0MeLvp8DTq8DLp8TTq0Mp8jkIIJ5OEohBCCCGEEEKINlltdvZnl7MppYgfkwtIzCxz7DPoNEwfHMatF8UwNMq3WyUST0VRFEK8TYR4m7gkPrDZPru9IdmYUVJNZkk1+RW1FJjryDfXkldeQ3pBGRVWDRabSmm1hdJqC1B1Vud3N2gbE4w6PE16vJoeG3V4GHW4G7S46bW4GbSY9L8+dmvarv/1sUmvxb2xnCQqhRBnShKKQgghhBBCCCEcyqst7MsuY19WOYmZZWw9XkxFrdWxX1FgdJw/Vw0KY/rgcPw8DE6M1vVoNAqhPiZCfUwtVrW2WCysWLGCqVMnU2WBgoo6SqvrKa2qb0wuNjwuqa6nrNpCSVU9ZdX1VNRaqaizUt94W3l1vY3qehsFFXXtGrtOo2DQaRq+tJpmj406TYt9Oo1CYZ6Gzd8k4WbQYdBp0GsVDFotOq2CXqug02jQNf2vUdBpFbQaBb1W0/j/ift+3dasjKOO5mU0SkM5raLIKtxCdDJJKAohhBBCCCHEBcZmVymqrCOtcQ7A44WVHC+s4mhBJRkl1S3Ke5t0jO0ZyCXxgUweEEKwl8kJUXcfiqLg56E/62RsndVGZa2VyjprQ5Kx8XFlnYXKWivmWitVdVZqLDZqLTZq6m3UWGzUWOzU1tuotlipqbdRa7E3bG/c38RqV7E2JivPnIbthVln1Y6OotUoaBRaJBobtjfsa3qsdWz/dZsCVFZoeSdzKzqNpkVZRVHQnlSHpuk8jedVGh8rJz1veHzS/zQkoJueaxRQaDr+15iVVp63VveJzzUK2Gx2DhQojK6sI9RP7+zLI7oZSSgKIYQQQgghRBdns6tU1FooMteQXgk/pxRRWa9SXmOhvLqeosp68s215JbXkm+upaCiDptdbbO+mAB3BkX4MDjSh9FxAQyM8JHbYV2AUafF6KklwNPYbnWqqkqd1U51vY06qw2LVaXeZqPOaqe+6cvW/HHTvpp6C/sPJBHXqzc2VXGUq7PasdntWG1qQ5LyhMcWmx2bXW18bm/Yf/JjW+Nje8vHp/ixxWZXaUiFnqLQaSlkVplPX6zL0HJNSQ2hfp7ODkR0M5JQFEIIIYQQooNkl9Xw4qpksrI1rP9iPxpNw4quTdPMnZie+XWb0ux588et7Gvj+NbO09r8dmd23K/l7XY7qWka9v9wBK1G06wRJ8d+xu07qdCpjjtdfCe3UTlNfDa7jUPZCjm/pKHValqN7+S6W4+v5flP3mdrTIrYHMkRtSHpctJzi13FZmsqa8diU5uNJqu12JqNQKu1NCR5fqWD/btbNuAkGgUi/NzoEehJjyAPegR50jPQg/7h3vi6y23MFwpFUTA1zqV4tiwWCytKDzJtfE/0+s4ZAWe3/5qktNlV7HawqQ2vK1VVHY9P3G4/4f9Wt9sbjrNYrGzdvoNhw4ejaLSO7Q11NyYs1V/L2xtfzza1ITGrqjSco/H/pnibnquqispJZU46Rm2sy37C9pPrbq2e1spYbXYKCgrwNknqR7Q/+akSQgjRqgg/uZVJCCHOV3m1ha8ScwENOwpznR1OO9KwLjfN2UG0Iy3fZhxxdhDtwt2gxYCVUD8vfD0M+Ljp8XUz4O9pILRxEZFQHxOh3iYCPQ3otBpnhyzEWdFoFAwaBQPt/7NrsVioOKoysW9wpyVIO1LTnJ29gmV0omh/klAUQgjxKw8PkjJL+Osnv/D6rRc7OxohhOjygr2N/GlKbw4dSqZP375oNVrHjXjqCXfkqY1b1Vbu0lPV5vvUZvvaPl49qdDZHndymaadNrud48eOE9cjDo3m1zf0J8d31u07x/hOPNJxXCuxtxWfXbWTlZVFZEQEiqJpJRa11eOab2vZBlppg0ajoNcoaBsXoNBqT3jetODESc+bFqZw02sxNVuhV4NR13ylXk+jDkW1sWLFCqZNG9v1EyIeHljq6xva4+Hh7GiEEEKcQBKKQgghmokP8eT2eDuxAdJxF0KI8xXoaeSeS2JZYU5i2iVxXT/BQ9OIlxSmXdmnG7Ung2nTBnWT9pzNYhpCCCHEuZHx7UIIIYQQQgghhBBCiDMmCUUhhBBCCCGEEEIIIcQZk4SiEEIIIYQQQgghhBDijElCUQghhBBCCCGEEEIIccYkoSiEEEIIIYQQQgghhDhjklAUQgghhBBCCCGEEEKcMUkoCiGEEEIIIYQQQgghzpjO2QEIAaCqKgBms7ld6rNYLFRXV2M2m9Hr9e1SpzNJe1ybtMf1dbc2SXtcW3u3p+lvY9PfStGx2rtPAvIz7uqkPa5N2uPapD2urSPaI/0S0UQSisIlVFRUABAVFeXkSIQQQgjXVFFRgY+Pj7PD6PakTyKEEEKcnvRLhKJKWlm4ALvdTk5ODl5eXiiKct71mc1moqKiyMzMxNvbux0idC5pj2uT9ri+7tYmaY9ra+/2qKpKRUUF4eHhaDQyW01Ha+8+CcjPuKuT9rg2aY9rk/a4to5oj/RLRBMZoShcgkajITIyst3r9fb27hZ/CJpIe1ybtMf1dbc2SXtcW3u2R0YAdJ6O6pOA/Iy7OmmPa5P2uDZpj2tr7/ZIv0SALMoihBBCCCGEEEIIIYQ4C5JQFEIIIYQQQgghhBBCnDFJKIpuyWg08vTTT2M0Gp0dSruQ9rg2aY/r625tkva4tu7WHnH+utvPhLTHtUl7XJu0x7VJe4Q4c7IoixBCCCGEEEIIIYQQ4ozJCEUhhBBCCCGEEEIIIcQZk4SiEEIIIYQQQgghhBDijElCUQghhBBCCCGEEEIIccYkoSiEEEIIIYQQQgghhDhjklAUXdZzzz3H2LFjcXd3x9fXt9UyGRkZXHXVVbi7uxMcHMwf/vAHrFbrKestKSlhzpw5eHt74+vry913301lZWUHtKBt69evR1GUVr927NjR5nHjxo1rUf7+++/vxMjbFhsb2yK2559//pTH1NbW8tBDDxEQEICnpyfXXXcd+fn5nRRx29LS0rj77ruJi4vDzc2Nnj178vTTT1NfX3/K41zp+ixatIjY2FhMJhOjR49m+/btpyz/2Wef0bdvX0wmE4MGDWLFihWdFOnpLViwgJEjR+Ll5UVwcDAzZ87k8OHDpzxm6dKlLa6FyWTqpIhP7W9/+1uL2Pr27XvKY1z5+rT22lcUhYceeqjV8q52bTZu3MiMGTMIDw9HURS+/vrrZvtVVeWpp54iLCwMNzc3Jk2axNGjR09b79m+BoVr6859EpB+SRPpl3Sc7tIvkT6J614bkD5JW6RPIs6VJBRFl1VfX8/s2bN54IEHWt1vs9m46qqrqK+vZ/Pmzbz77rssXbqUp5566pT1zpkzh4MHD7JmzRq+//57Nm7cyH333dcRTWjT2LFjyc3NbfZ1zz33EBcXx4gRI0557L333tvsuBdeeKGToj69Z599tllsjzzyyCnLP/bYY3z33Xd89tlnbNiwgZycHGbNmtVJ0bbt0KFD2O123nzzTQ4ePMgrr7zCG2+8wZNPPnnaY13h+ixbtox58+bx9NNPs3v3bhISEpgyZQoFBQWtlt+8eTM333wzd999N3v27GHmzJnMnDmTAwcOdHLkrduwYQMPPfQQW7duZc2aNVgsFiZPnkxVVdUpj/P29m52LdLT0zsp4tMbMGBAs9h++eWXNsu6+vXZsWNHs7asWbMGgNmzZ7d5jCtdm6qqKhISEli0aFGr+1944QX+/e9/88Ybb7Bt2zY8PDyYMmUKtbW1bdZ5tq9B4fq6c58EpF/SRPolHaM79UukT+K61wakT9Ia6ZOI86IK0cUtWbJE9fHxabF9xYoVqkajUfPy8hzbXn/9ddXb21utq6trta6kpCQVUHfs2OHYtnLlSlVRFDU7O7vdYz9T9fX1alBQkPrss8+estzll1+uPvroo50T1FmKiYlRX3nllTMuX1ZWpur1evWzzz5zbEtOTlYBdcuWLR0Q4fl54YUX1Li4uFOWcZXrM2rUKPWhhx5yPLfZbGp4eLi6YMGCVsvfcMMN6lVXXdVs2+jRo9Xf/OY3HRrnuSooKFABdcOGDW2Waev3hit4+umn1YSEhDMu39Wuz6OPPqr27NlTtdvtre535WsDqF999ZXjud1uV0NDQ9WFCxc6tpWVlalGo1H9+OOP26znbF+Douu4EPokqir9kibSL2kf3blfIn0S1702qip9ElWVPok4PzJCUXRbW7ZsYdCgQYSEhDi2TZkyBbPZzMGDB9s8xtfXt9mn7ZMmTUKj0bBt27YOj7kt3377LcXFxdx5552nLfvhhx8SGBjIwIEDmT9/PtXV1Z0Q4Zl5/vnnCQgIYOjQoSxcuPCUt3rt2rULi8XCpEmTHNv69u1LdHQ0W7Zs6Yxwz0p5eTn+/v6nLefs61NfX8+uXbuafV81Gg2TJk1q8/u6ZcuWZuWh4bXkitcBGq4FcNrrUVlZSUxMDFFRUVxzzTVt/l5whqNHjxIeHk6PHj2YM2cOGRkZbZbtStenvr6eDz74gLvuugtFUdos58rX5kSpqank5eU1+/77+PgwevToNr//5/IaFF1fd+qTgPRLmki/5Px1936J9Elc99pIn0T6JOL86ZwdgBAdJS8vr1nHHXA8z8vLa/OY4ODgZtt0Oh3+/v5tHtMZ3nnnHaZMmUJkZOQpy91yyy3ExMQQHh7Ovn37+NOf/sThw4f58ssvOynStv32t79l2LBh+Pv7s3nzZubPn09ubi4vv/xyq+Xz8vIwGAwt5qIKCQlx6rVoTUpKCq+99hovvvjiKcu5wvUpKirCZrO1+to4dOhQq8e09VpytesAYLfb+d3vfsfFF1/MwIED2yzXp08fFi9ezODBgykvL+fFF19k7NixHDx48LSvs442evRoli5dSp8+fcjNzeWZZ57h0ksv5cCBA3h5ebUo35Wuz9dff01ZWRl33HFHm2Vc+dqcrOl7fDbf/3N5DYqurzv1SUD6JSdyxd+30i9xDdInaeCK1wakTwLSJxHnTxKKwqU88cQT/POf/zxlmeTk5NNOBuyqzqV9WVlZ/PDDD3z66aenrf/EeZUGDRpEWFgYEydO5NixY/Ts2fPcA2/D2bRn3rx5jm2DBw/GYDDwm9/8hgULFmA0Gts9tnNxLtcnOzubK6+8ktmzZ3Pvvfee8tjOvj4XooceeogDBw6ccn4fgDFjxjBmzBjH87Fjx9KvXz/efPNN/v73v3d0mKc0depUx+PBgwczevRoYmJi+PTTT7n77rudGNn5e+edd5g6dSrh4eFtlnHlayMuLN29TwLSL2ki/RLpl3QE6ZO4NumTCHH+JKEoXMrvf//7U35KBNCjR48zqis0NLTFClVNK/GFhoa2eczJE9BarVZKSkraPOZsnEv7lixZQkBAAFdfffVZn2/06NFAwyfVHdExPJ/rNXr0aKxWK2lpafTp06fF/tDQUOrr6ykrK2s2GiA/P79drkVrzrY9OTk5jB8/nrFjx/K///3vrM/X0denNYGBgWi12harUp7q+xoaGnpW5Z3l4YcfdixacLafGuv1eoYOHUpKSkoHRXfufH196d27d5uxdZXrk56ezo8//njWI19c+do0fY/z8/MJCwtzbM/Pz2fIkCGtHnMur0HhHN29TwLSLzmR9EukX9KepE/yK1e7NiB9kibSJxHnSxKKwqUEBQURFBTULnWNGTOG5557joKCAsctQ2vWrMHb25v+/fu3eUxZWRm7du1i+PDhAKxbtw673e7oZJ2Ps22fqqosWbKE22+/Hb1ef9bnS0xMBGj2R6U9nc/1SkxMRKPRtLidq8nw4cPR6/WsXbuW6667DoDDhw+TkZHR7JPC9nQ27cnOzmb8+PEMHz6cJUuWoNGc/ZS0HX19WmMwGBg+fDhr165l5syZQMMtOWvXruXhhx9u9ZgxY8awdu1afve73zm2rVmzpsOuw9lSVZVHHnmEr776ivXr1xMXF3fWddhsNvbv38+0adM6IMLzU1lZybFjx7jtttta3e/q16fJkiVLCA4O5qqrrjqr41z52sTFxREaGsratWsdnXWz2cy2bdvaXO33XF6Dwjm6e58EpF9yIumXSL+kPUifxHWvzYmkT9JA+iTivDl3TRghzl16erq6Z88e9ZlnnlE9PT3VPXv2qHv27FErKipUVVVVq9WqDhw4UJ08ebKamJiorlq1Sg0KClLnz5/vqGPbtm1qnz591KysLMe2K6+8Uh06dKi6bds29ZdfflHj4+PVm2++udPbp6qq+uOPP6qAmpyc3GJfVlaW2qdPH3Xbtm2qqqpqSkqK+uyzz6o7d+5UU1NT1W+++Ubt0aOHetlll3V22C1s3rxZfeWVV9TExET12LFj6gcffKAGBQWpt99+u6PMye1RVVW9//771ejoaHXdunXqzp071TFjxqhjxoxxRhOaycrKUnv16qVOnDhRzcrKUnNzcx1fJ5Zx1evzySefqEajUV26dKmalJSk3nfffaqvr69j9dHbbrtNfeKJJxzlN23apOp0OvXFF19Uk5OT1aefflrV6/Xq/v37Oz321jzwwAOqj4+Pun79+mbXorq62lHm5DY988wz6g8//KAeO3ZM3bVrl3rTTTepJpNJPXjwoDOa0Mzvf/8/eM15AAAQ5klEQVR7df369Wpqaqq6adMmddKkSWpgYKBaUFCgqmrXuz6q2rBiYHR0tPqnP/2pxT5XvzYVFRWOvy+A+vLLL6t79uxR09PTVVVV1eeff1719fVVv/nmG3Xfvn3qNddco8bFxak1NTWOOiZMmKC+9tprjuenew2KrudC6JOoqvRLpF/SMbpTv0T6JK57bZpIn0T6JKL9SEJRdFlz585VgRZfP/30k6NMWlqaOnXqVNXNzU0NDAxUf//736sWi8Wx/6efflIBNTU11bGtuLhYvfnmm1VPT0/V29tbvfPOOx1vCDrbzTffrI4dO7bVfampqc3am5GRoV522WWqv7+/ajQa1V69eql/+MMf1PLy8k6MuHW7du1SR48erfr4+Kgmk0nt16+f+o9//EOtra11lDm5PaqqqjU1NeqDDz6o+vn5qe7u7uq1117brHPsLEuWLGn1Z+/Ez2hc/fq89tpranR0tGowGNRRo0apW7dudey7/PLL1blz5zYr/+mnn6q9e/dWDQaDOmDAAHX58uWdHHHb2roWS5YscZQ5uU2/+93vHO0PCQlRp02bpu7evbvzg2/FjTfeqIaFhakGg0GNiIhQb7zxRjUlJcWxv6tdH1VV1R9++EEF1MOHD7fY5+rXpunvxMlfTTHb7Xb1r3/9qxoSEqIajUZ14sSJLdoZExOjPv300822neo1KLqeC6FPoqrSL5F+ScfpLv0S6ZO47rVpIn0S6ZOI9qOoqqq212hHIYQQQgghhBBCCCFE93b2k2sIIYQQQgghhBBCCCEuWJJQFEIIIYQQQgghhBBCnDFJKAohhBBCCCGEEEIIIc6YJBSFEEIIIYQQQgghhBBnTBKKQgghhBBCCCGEEEKIMyYJRSGEEEIIIYQQQgghxBmThKIQQgghhBBCCCGEEOKMSUJRCCFEp4mNjeXVV191dhhCCCGEuMDdcccdzJw509lhCCFElyUJRSGE6GR33HEHiqKgKAp6vZ6QkBCuuOIKFi9ejN1ub/WYKVOmoNVq2bFjx2nri4uL449//CO1tbXNyjWV2bp1a7PtdXV1BAQEoCgK69evb7d2CiGEEKJryMvL45FHHqFHjx4YjUaioqKYMWMGa9eubVF2wYIFaLVaFi5c2GLf0qVLHf0NjUZDWFgYN954IxkZGc3KjRs3DkVReP7551vUcdVVV6EoCn/729/arX1CCCHanyQUhRDCCa688kpyc3NJS0tj5cqVjB8/nkcffZTp06djtVqblc3IyGDz5s08/PDDLF68+JT1HT9+nFdeeYU333yTp59+ukW5qKgolixZ0mzbV199haenZ/s1TgghhBBdRlpaGsOHD2fdunUsXLiQ/fv3s2rVKsaPH89DDz3UovzixYv54x//2GafxNvbm9zcXLKzs/niiy84fPgws2fPblEuKiqKpUuXNtuWnZ3N2rVrCQsLa5e2CSGE6DiSUBRCCCcwGo2EhoYSERHBsGHDePLJJ/nmm29YuXJli871kiVLmD59Og888AAff/wxNTU1bdYXFRXFzJkzmTRpEmvWrGlRbu7cuXzyySfN6li8eDFz5849Zbz/+9//CA8PbzGC8pprruGuu+4C4NixY1xzzTWEhITg6enJyJEj+fHHH9usMy0tDUVRSExMdGwrKytrMVLywIEDTJ06FU9PT0JCQrjtttsoKio6ZbxCCCGEODMPPvggiqKwfft2rrvuOnr37s2AAQOYN29ei7saNmzYQE1NDc8++yxms5nNmze3qE9RFEJDQwkLC2Ps2LHcfffdbN++HbPZ3Kzc9OnTKSoqYtOmTY5t7777LpMnTyY4OLjNeI8cOYKiKBw6dKjZ9ldeeYWePXsCYLPZuPvuu4mLi8PNzY0+ffrwr3/965Tfh9amZRkyZEizkZJlZWXcc889BAUF4e3tzYQJE9i7d+8p6xVCiO5KEopCCOEiJkyYQEJCAl9++aVjm6qqLFmyhFtvvZW+ffvSq1cvPv/881PWc+DAATZv3ozBYGixb/jw4cTGxvLFF18ADaMfN27cyG233XbKOmfPnk1xcTE//fSTY1tJSQmrVq1izpw5AFRWVjJt2jTWrl3Lnj17uPLKK5kxY0aL25zORllZGRMmTGDo0KHs3LmTVatWkZ+fzw033HDOdQohhBCiQdPf8oceeggPD48W+319fZs9f+edd7j55pvR6/XcfPPNvPPOO6esv6CggK+++gqtVotWq222z2AwMGfOnGZ3TixdutTxQWVbevfuzYgRI/jwww+bbf/www+55ZZbALDb7URGRvLZZ5+RlJTEU089xZNPPsmnn356yrpPZ/bs2RQUFLBy5Up27drFsGHDmDhxIiUlJedVrxBCdEWSUBRCCBfSt29f0tLSHM9//PFHqqurmTJlCgC33nprq53377//Hk9PT0wmE4MGDaKgoIA//OEPrZ7jrrvuctymtHTpUqZNm0ZQUNAp4/Lz82Pq1Kl89NFHjm2ff/45gYGBjB8/HoCEhAR+85vfMHDgQOLj4/n73/9Oz549+fbbb8/qe3Ci//znPwwdOpR//OMf9O3bl6FDh7J48WJ++uknjhw5cs71CiGEEAJSUlJQVZW+ffuetqzZbObzzz/n1ltvBRr6JJ9++imVlZXNypWXl+Pp6YmHhwchISH89NNPbSYs77rrLj799FOqqqrYuHEj5eXlTJ8+/bSxzJkzh48//tjx/MiRI+zatcvxIader+eZZ55hxIgRxMXFMWfOHO68887zSij+8ssvbN++nc8++4wRI0YQHx/Piy++iK+v72k/7BVCiO5IEopCCOFCVFVFURTH88WLF3PjjTei0+kAuPnmm9m0aRPHjh1rdtz48eNJTExk27ZtzJ07lzvvvJPrrruu1XPceuutbNmyhePHj5/RSIAmc+bM4YsvvqCurg5oGAlw0003odE0/CmprKzk8ccfp1+/fvj6+uLp6UlycvJ5jVDcu3cvP/30E56eno6vpjc9J38PhBBCCHF2VFU947Iff/wxPXv2JCEhAWi4HTgmJoZly5Y1K+fl5UViYiI7d+7kpZdeYtiwYTz33HOt1pmQkEB8fDyff/45ixcv5rbbbnP0eU7lpptuIi0tzXFL9ocffsiwYcOaJUYXLVrE8OHDCQoKwtPTk//973/n3SeprKwkICCgWb8kNTVV+iRCiAvS6X9bCyGE6DTJycnExcUBDbchffXVV1gsFl5//XVHGZvNxuLFi5t1zj08POjVqxfQkIRMSEjgnXfe4e67725xjoCAAKZPn87dd99NbW0tU6dOpaKi4rSxzZgxA1VVWb58OSNHjuTnn3/mlVdecex//PHHWbNmDS+++CK9evXCzc2N66+/nvr6+lbra0pEnvhmxmKxNCtTWVnJjBkz+Oc//9nieJmwXQghhDg/8fHxrc5H2Jp33nmHgwcPNkv42e12Fi9e3Ky/odFoHH2Sfv36cezYMR544AHef//9Vuu96667WLRoEUlJSWzfvv2M4g4NDWXChAl89NFHXHTRRXz00Uc88MADjv2ffPIJjz/+OC+99BJjxozBy8uLhQsXsm3btjbr1Gg0LRKsJ/ZLKisrCQsLazbPc5OTbw0XQogLgSQUhRDCRaxbt479+/fz2GOPAQ2ftkdGRvL11183K7d69Wpeeuklnn322RbzEUFDh/jJJ59k3rx53HLLLbi5ubUoc9dddzFt2jT+9Kc/tVpHa0wmE7NmzeLDDz8kJSWFPn36MGzYMMf+TZs2cccdd3DttdcCDR3vE2/fPlnTbda5ubkMHToUoNkCLQDDhg3jiy++IDY29oxGLAghhBDizPn7+zNlyhQWLVrEb3/72xa3JZeVleHr68v+/fvZuXMn69evx9/f37G/pKSEcePGcejQoTZvm37iiSfo2bMnjz32WLN+Q5NbbrmFxx9/nISEBPr373/Gsc+ZM4c//vGP3HzzzRw/fpybbrrJsW/Tpk2MHTuWBx980LHtdKMIg4KCyM3NdTw3m82kpqY6ng8bNoy8vDx0Oh2xsbFnHKcQQnRXcsuzEEI4QV1dHXl5eWRnZ7N7927+8Y9/cM011zB9+nRuv/12oGEkwPXXX8/AgQObfd19990UFRWxatWqNuufPXs2Wq2WRYsWtbr/yiuvpLCwkGefffas4p4zZw7Lly9n8eLFjnmKmsTHx/Pll1+SmJjI3r17ueWWW1qsCn0iNzc3LrroIp5//nmSk5PZsGEDf/nLX5qVeeihhygpKeHmm29mx44dHDt2jB9++IE777wTm812VrELIYQQoqVFixZhs9kYNWoUX3zxBUePHiU5OZl///vfjBkzBmjok4waNYrLLrusWZ/ksssuY+TIkadcnCUqKoprr72Wp576//bu1yXPNQzg+PWidegrgvgmmWjSZBAXJq+/QV8QDdrEJIMFxTTEk0wGw8qaQf0HDIoKYhAt/gAxubQl05JYxmQnHZno5PKUAzufT73g4Y4P3+d+7vuvJ+fFYjGur69jf3//ReseGxuLm5ubePfuXZTL5SiVSvezlpaWOD09jd3d3fj8+XMsLi7GycnJs8/r6emJ9fX1ODw8jMvLy5iamnrw0bWvry+6urpidHQ09vb24suXL3F8fBwLCwtxenr6orUD/AkERYD/wM7OTjQ2NkZTU1MMDQ3FwcFBfPz4MTY3N6OqqirOzs7i4uLiyXMQa2pqore399mX9+rq6nj//n0sLy/H7e3to3mhUIj6+vonb4J+Tk9PT9TV1cXV1dX9TYr/WFlZiWKxGG/evIlKpRKDg4NP7kT41erqavz48SM6OjpidnY2lpaWHsxLpVIcHR3F3d1dDAwMRHt7e8zOzkZtbe39L9MAwL/3+vXrOD8/j3K5HPPz89HW1hb9/f2xv78fnz59iu/fv8fGxsZvz2YeHx+PtbW1R8eW/Gpubi62trZ++0tzbW3tk5e2POfVq1dRqVTi4uLi0UfOmZmZGBsbi4mJiejs7Ixv37492K34lA8fPkR3d3eMjIzE8PBwjI6ORnNz8/28UCjE9vZ2vH37Nqanp6O1tTUmJyfj69ev0dDQ8KK1A/wJCj9fchIvAAAAAPC/ZnsHAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJAmKAIAAAAAaYIiAAAAAJD2N9/Ww5pHzrvfAAAAAElFTkSuQmCC",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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htqaoq8ZNOmTerdu3eNZS05L7npppu0cuXK072UwBmhhyJOKzg4WAMHDtTixYs1ceJESa5fPxYvXqwpU6b4NjgACABOp1PlVrvH6zscDpVb7Aqy2BrdGyDMbPLoFJiSkhK98cYb+u9//6sLL7xQkvTWW28pNTW1xnrVE+XOnTvrhRde0ODBg1VSUqLIyEj3sqeeekpjx451t6fK999/r0svvVSPPfaY/vSnP9UbT0JCgkJCQhQWFlarkHTDDTe4L9ghSbt37661vdVq1cyZM9WlSxdJ0pQpU/TUU0+5l7/44ot65JFH3KfOvvTSSzXGFK2srNTf/vY3LVq0SOeee667vStWrNBrr72mV155pd7YcebISYDWxWavrHa/woeRtC4NyUu8mZNIvs9LHA5HjVN6W3pesnz5cr355punvNgZcKYoKEKS6wN5586d7sd79uxRZmam4uLi1KFDB02dOlU333yzBg0apCFDhui5555TaWlpjQ9GAMCZKbfa1evxb33y3JufGqfw4NOnA7t27ZLFYtHQoUPd8+Li4tS9e/ca661bt07Tpk3Thg0bdOzYMXexMCsrS7169XKvN2jQoFrPkZWVpbFjx+rpp5/Wvffee4YtqnvfJwsPD3cn7ZLrasB5eXmSpMLCQuXm5mrIkCHu5SaTSQMHDnS3Z+fOnSorK3MXRatYLJZTjp2E0yMnAVDFZqteUDzzC4agYchL5F4nEPKSk88EAbyFgiIkST/++KNGjx7tflw1OHnV2A/XXXedDh8+rMcff1w5OTnq16+f5s+fX2tQdABA61VaWqpx48Zp3LhxmjNnjhISEpSVlaVx48bVunJkREREre0TEhKUkpKi9957T7feeusZD6he175PdvL4PwaDQU6n0+PnKCkpkSTNnTtX7du3P+W+0TDkJACqVO+haK12H/AEeYmrB2ljrt4NnAoFRUiSRo0addoPrClTpnA6EQA0gTCzSZufGufx+g6HQ8VFxYqKjvLKKc+e6NKli8xms1avXq0OHTpIko4dO6bt27dr5MiRkqStW7fq6NGjmjFjhtLS0iS5ikMexxIWpq+//loTJkzQuHHjtGDBAkVFRTWwRY0XExOjpKQkrV27ViNGjJDkGrR+/fr16tevnySpV69eCgkJUVZWlrv9VU4+XQoNQ04CoIqdHoo+0ZC8xJs5SdVze4K8xLO8hJwETYmCIgAAPmYwGDw6vaeKw+GQLdik8OCgZruiYmRkpG677TY98MADio+PV2Jioh577LEaz9+hQwcFBwfrxRdf1F133aVffvlFf/nLXxr0PBEREZo7d67Gjx+v8ePHa/78+TXGOGoud999t6ZPn66uXbuqR48eevHFF3Xs2DH3uE5VV5O877775HA4NHz4cBUWFmrlypWKjIx0j3EEADhzVseJgqKdgmKzaUhe4oucRCIv8TQvWbFihcxms+68885mjxmBj6s8AwAAj/zzn//U+eefr8suu0xjxozR8OHDNXDgQPfyhIQEzZ49Wx999JF69eqlGTNm6F//+leDnycyMlLffPONnE6nLrnkEpWWlnqzGR556KGHdP311+umm27Sueeeq8jISI0bN06hoaHudf7yl7/oz3/+s6ZPn66ePXvq4osv1ty5c9WpU6dmjxcAAlH1XolWCoo4CXmJZ3lJVQ9OwNsMzoacmA80kaKiIsXExKiwsPCMx6aozmq1at68eZowYUJAjGVFe/xbQLWntFQ6/qvrkFd7ac0dm3wckHf42zGqqKjQnj171KlTpxqJoKeqTl+Jjo5u1t4ATaUltMfhcKhnz5669tprT9u74UzbU9/7wtvfkTi1pni9/e0zqLFoj38LpPasWPJ3DR/9sCTpiy/+qF9d/pxvA/ICfzs+5CQ1tZT2eJqXeDsnkchLcAKnPAMAAJxk3759WrBggUaOHKnKykq99NJL2rNnj2644QZfhwYArUb1XolWp9WHkQC+RV4Cf+S/JXcAAAAfMRqNmj17tgYPHqxhw4bp559/1qJFi9SzZ09fhwYArUb1U55tDgqKaL3IS+CP6KEIAABwkrS0NK1cudLXYQBAq2aznygi2hyMoYjWi7wE/ogeigAAAAAAv1O9iGiz23wYCQDgZBQUAQAAAAB+p2YPRQqKAOBPKCgCAAAAAPyOtVoPRSsFRQDwKxQUAQBuToej5mOn00eRAACA1s5erYjIRVkAwL9QUAQAuFlt5TUe2+0MgA4AAHyj0l7hvm930kMRAPwJBUUAgFtlRVGNx1ZrmY8iAQAArV2lrfopz3YfRgIAOBkFRQCAW6WluMZjq7XUR5EA0pIlS2QwGFRQUODrUGqYNGmSJk6c6OswACDgVVa/yjNjKMLHyEuAmigoAgDcLNaTC4oV9awJeNell16q++67z9dheOT555/X7Nmz3Y9HjRqle++912fxAECgstgr3fdtTnooovlccMEFLea7nbwEvhLk6wAAAP6jsrJmQdF20piKgLdZLBYFBbWsdCQmJsbXIQBAq1BZ7UIsVgqKaAYWS8sbP5y8BL5CD0UAgFuFpaTGY8ZQRHWjRo3SPffcowcffFBxcXFKTk7WtGnTaqyTlZWlX/3qV4qMjFR0dLSuvfZa5ebmupdPmzZN/fr10//93/+pU6dOCg0N1S233KKVK1fqhRdekMFgkMFg0N69e93brFu3ToMGDVJ4eLjOO+88bdu27ZRx7t+/X9dff73i4uIUERGhQYMGafXq1ZKkXbt26Ve/+pWSkpIUGRmpwYMHa9GiRe5tH330UQ0dOrTWPjMyMvTUU09Jqnlq0aRJk7R06VI9//zz7tj37NmjAQMG6N///neNfWRmZspgMGjnzp2nfa0BAFKl/cRpzlYuyoKTNEVeEh4ert///ve1vttbal5iMpm0b98+nXXWWfrXv/5VYx/kJWgsCooAALeTx0y0UFDESd566y1FRERo9erV+sc//qGnnnpKCxculCQ5HA796le/Un5+vpYuXaqFCxdq9+7duu6662rsY+fOnfrkk0/06aefKjMzU88995wGDx6s22+/XYcOHdKhQ4eUlpbmXv+xxx7Tv//9b/34448KCgrSrbfeWm98JSUlGjlypA4cOKAvv/xSGzZs0IMPPiiHw+FePmHCBC1evFg//fSTLr74Yl122WXKysqSJN14441as2aNdu3a5d7npk2btHHjRt1www21nu/555/Xueeeq8mTJ7tj79Chg2688cYapx9J0ptvvqkRI0aoa9euDXvRAaCVsjhP9FAsr9ZbEaji7bxk/fr1mj59eq3v9paalxw4cECpqam65ZZb9Oabb9ZYl7wEjdWyzjECADSpipMKiuUVx3wUSSvjdEoNKd46HK71LSbJ2MjfBs3hksHg8ep9+/bVE088IUnq1q2bXnrpJS1evFhjx47V4sWL9fPPP2vPnj3uxPvtt99W7969tXbtWg0ePFiS63Sit99+WwkJCceb41BwcLDCw8OVnJxc6zmffvppjRw5UpL08MMP65JLLlFFRYVCQ0Nrrfvuu+/q8OHDWrt2reLi4iSpRqKckZGhjIwM9+O//OUv+uyzz/Tll19qypQp6t27tzIyMvTuu+/qz3/+syRpzpw5Gjp0aJ0Jd0xMTK3YHQ6HbrjhBk2fPl1r1qzRkCFDZLVa9e6779bqHQAAqF9ltV6J5fRQbD4NyUu8mZNIPs9LHA6HioqKAiYvqWrPzTffrCeeeIK8BF5FQREA4HZyj8SyygLfBNLaWMukv6V4vLpRUqy3nvvRg1JwhMer9+3bt8bjdu3aKS8vT5K0ZcsWpaWl1fgVv1evXoqNjdWWLVvciXvHjh3dxcSGPme7du0kSXl5eerQoUOtdTMzM9W/f3930n6ykpISTZs2TXPnztWhQ4dks9lUXl7u7gkguXoDzJo1S3/+85/ldDr13nvvaerUqR7HWxXnhAkTNGvWLA0ZMkRfffWVKisrdc011zRoPwDQmlUvKFYwhmLzaUBe4tWcRCIvaaK8JCUlRZdccgl5CbyKU54BAG6VtQqKRT6KBP7KbDbXeGwwGNyn7XgqIsLzPxROfk7D8V4L9T1nWFjYKfd1//3367PPPtPf/vY3LV++XJmZmerTp0+NQdivv/56bdu2TevXr9f333+v7OzsWqdHeeK2227T+++/r/Lycr355pu67rrrFB4e3uD9AEBrZalWRKxwNuy7Bq0DeYnnbr/9dvISeBU9FAEAbrUKihYKis3CHO76Rd5DDodDRcXFio6KktEbpzx7Sc+ePZWdna3s7Gx3b4DNmzeroKBAvXr1OuW2wcHBstsb3/ukb9+++r//+z/l5+fX2Rtg5cqVmjRpkq644gpJrp4B1Qdal6TU1FSNHDlSc+bMUXl5ucaOHavExMQGxz5hwgRFRETolVde0fz587Vs2bLGNQ4AWpnKakXEclFQbDYNyEu8mpNUPbeXNCYvMZvN5CXAadBDEQDgVmKteZXnckuxjyJpZQwG1+k9DZnM4Q3fpq6pAeMUnc6YMWPUp08f3XjjjVq/fr3WrFmjm266SSNHjtSgQYNOuW2HDh20Zs0a7d27V0eOHGlw74Iq119/vZKTkzVx4kStXLlSu3fv1ieffKJVq1ZJco2vVHUxmA0bNuiGG26o87luvPFGvf/++/roo4904403nvI509PTtXr16lqxm0wmTZo0SY888oi6deumc88994zaBACtVWn1gqL3vq5wOg3NS7yVk/hRXlLfd3tDkZcgkFFQBAC4lZ1UQCyzlNazJlCbwWDQF198oTZt2mjEiBEaM2aMOnfurA8++OC0206ZMkUmk0m9evVSQkJCjbGDGiI4OFgLFixQYmKiJkyYoD59+mjGjBkymUySpGeeeUZt2rTReeedp8suu0zjxo3TgAEDau3n6quv1tGjR1VWVqaJEyee8jnvv//+emO/7bbbZLFYdMstt5xRewCgNSs1ON33y30YB1qmxuQlf/rTnwIiL0lKStL+/fvdy8hL4E2c8gwAcCs56SrPZSf1WETrtmTJklrzPv/88xqPO3TooC+++KLefUybNk3Tpk2rNb9r165auXJljdOl0tPT5XQ6a6zXr1+/WvNO1rFjR3388cd1LktPT9f//ve/GvP+8Ic/1FovNjZWFRUVde5j9uzZNR6fddZZ7p4GktxXVJSkAwcOyGw266abbjplzACA2kqrdVazGA2y2ywyBQX7LiD4labMS07+bpdaZl5SPSeRyEvgXfRQBAC4lZ48hqKN/gDAmaisrNT+/fs1bdo0XXPNNUpKSvJ1SADQolgt5bKcdPprRUW+j6IBWjbyEjQFCooAALdSe81fPsttdf8SCuDUPvnkE3Xq1EkFBQX6xz/+4etwAKDFKS3LrTWvrOyoDyIBWr733ntPHTt2JC+BV1FQBAC4lToqazwutpXVsyaAU7nhhhtktVq1bt06tW/f3tfhAECLU1KaV2tecWntIiOA05s0aZLsdjt5CbyKgiIAwK3UYanxuIBTngEAgA+Ulh2pNa+w+KAPIgEA1IWCIgDArdRhrfG40MEpzwAAoPmVlNdRUKzjNGgAgG9QUIRXFBQUaNCgQerXr5/OPvtsvf76674OCcAZKJSjxuMCp81HkQDAmSEnAQJDUenhWvMKy2rPAwD4RpCvA0BgiIqK0rJlyxQeHq7S0lKdffbZuvLKKxUfH+/r0AA0wDE5azwuOKnACAD+jpwECAzHynJqzSss5yrPAOAv6KEIrzCZTAoPD5fkuiS90+mU0+k8zVYA/ElZRYEqjYYa84oNkt1OL0UALQc5CRAY8uvojVhYWdD8gQAA6kRBEZKkZcuW6bLLLlNKSooMBoM+//zzWuu8/PLLSk9PV2hoqIYOHao1a9bUWF5QUKCMjAylpqbqgQceUNu2bZspegDecCx/V615ToNBRaWHfBANgNaKnASAJB2rOFZrXqGl2AeRAADqQkERkqTS0lJlZGTo5ZdfrnP5Bx98oKlTp+qJJ57Q+vXrlZGRoXHjxikvL8+9TmxsrDZs2KA9e/bo3XffVW4ugyYDLcmxon01Hkc6XKc7HyvYV9fqQKswe/ZsxcbG+jqMVoWcBIAkHbPWLh4W2kp9EAngP8hL4E8YQxGSpPHjx2v8+PH1Ln/mmWc0efJk3XLLLZKkmTNnau7cuZo1a5YefvjhGusmJSUpIyNDy5cv19VXX13n/iorK1VZWel+XFRUJEmyWq2yWq11btMQVfvwxr78Ae3xb4HSnsMF2TUexzkMOiwpL3+X0toN9U1QXuJvx8hqtcrpdMrhcMjhaPg4lVWnb1bto6Wrqz0XXHCBMjIy9Oyzz/oyNF1zzTW6+OKL3XE9+eST+uKLL7R+/fp6tznT4+NwOOR0OmW1WmUymdzz/eV921wCLSep2lf125aO9vi3QGlPvrV28fCIrbTFt8vfjg85SU31tael5iXezkkk/3nvwvcoKOK0LBaL1q1bp0ceecQ9z2g0asyYMVq1apUkKTc3V+Hh4YqKilJhYaGWLVum3/3ud/Xuc/r06XryySdrzV+wYIF73CNvWLhwodf25Q9oj39r6e3Znb+6xuM4u6sT+w8bvlPuvlgfROR9/nKMgoKClJycrJKSElksljPeT3FxYJ36Vb09NptNFovFXdzxpdDQUHcclZWVstvtHsXV0ONjsVhUXl6uZcuWyWY7MXZpWVlZwwIOYC05J5H85zPIW2iPf2vp7Tlirf3Zl2er0Lx583wQjff5y/EhJ6nbye1p6XmJt3ISibwEJ1BQxGkdOXJEdrtdSUlJNeYnJSVp69atkqR9+/bpjjvucA98fvfdd6tPnz717vORRx7R1KlT3Y+LioqUlpamiy66SNHR0Y2O2Wq1auHChRo7dqzMZnOj9+drtMe/BUp7Xv/mU6naBRXbhUZLKlZEvFkTxk3wWVze4G/HqKKiQtnZ2YqMjFRoaGiDt3c6nSouLlZUVJQMBsPpN/CCr7/+WjfddJMOHz4sk8mkzMxMDRw4UA8++KCmT58uSZo8ebIqKir0zjvvSJJWrFihxx57TD/++KPatm2riRMn6m9/+5siIiIkSa+88oqee+45ZWdnKzo6Wueff74++ugj3XLLLVq5cqVWrlypmTNnSpJ27dql9PT0WnFVVlbqiSee0Hvvvae8vDylpaXpoYce0m233Sa73a4777xT3333nXJyctShQwf97ne/0z333CPJVTCaOHGiDh48WOP0oXvvvVe//PKLFi1apNmzZ2vq1KnKz8/X7Nmz9fe//12S1KZNG0nSG2+8oeXLlysvL09fffWVJNfxyc/PV+/evfX000/rtttu8+g1rqioUFhYmEaMGFHjfeEPf7z4i5aYk0j+9xnUWLTHvwVKe1545zHppA5Vh03S+IsvlsHYckfu8rfj0xJzEqnp85KYmBgNHz68xeclVccnNDRUHTp08DgvqS8nkchLcAIFRXjFkCFDlJmZ6fH6ISEhCgkJqTXfbDZ79YvV2/vzNdrj31p6e3LL82o8TgxpIzmLlVeR16LbVZ2/HCO73S6DwSCj0SjjGfxRVHXKStU+msPIkSNVXFysDRs2aNCgQVq+fLnatm2rpUuXumNYtmyZHnroIRmNRu3atUsTJkzQX//6V82aNUuHDx/WlClTdM899+jNN9/Ujz/+qD/+8Y965513dM455yg7O1s//fSTjEajXnjhBe3YsUNnn322nnrqKUlSQkJCnW2dNGmSVq1apRdeeEEZGRnas2ePjhw5IqPRKLvdrrS0NH300UeKj4/X999/rzvuuEMpKSm69tprNXbsWMXGxuqzzz5zJ9d2u10ffvihnn766RrHx2g06vrrr9fmzZs1f/58LVq0SJIUExOjHj16aMSIEcrNzVW7du3kcDj07bffqqysTNdff73Hx8hoNMpgMNR6n/rDe7Yl8decpKn26Uu0x7+15PZYLaU6YpRO/pdZbjSqsjxHUbEdfRKXN/nL8WmJOYnUdHnJW2+9pT59+shqtWrlypUtPi+p+gFu7ty5DcpL6stJJPISnEBBEafVtm1bmUymWgOa5+bmKjk52UdRAfC2nMqCGo8TwxOk0izlVta+yiK8y+l0qtxW7vH6DodD5bZyBVmDGp28hwWFedSjICYmRv369dOSJUs0aNAgLVmyRPfdd5+efPJJlZSUqLCwUDt37tTIkSMluU4jvfHGG3XvvfdKkrp166YXXnhBI0eO1CuvvKKsrCxFRETo0ksvVUREhNq0aaPhw4e7nys4OFjh4eGn/J7Zvn27PvzwQy1cuFBjxoyRJHXu3Nm93Gw21ziVtVOnTlq1apU+/PBDXXvttTKZTPr1r3+td9991524L168WAUFBbrqqqtqv1ZhYYqMjHSfHlblvPPOU/fu3fXOO+/owQcflCTNmTNHV199tSIjI0/72sJz5CRA63D48CY5DAaZnCe6KEY6nCqXlHd4U0AUFP1ZQ/ISb+Ykkn/kJU6nU9HR0Ro4cKD7uVpqXnL//fdLcl3M5ZprriEvgVdRUMRpBQcHa+DAgVq8eLEmTpwoyfXFsXjxYk2ZMsW3wQHwmhx7zfFQEiLbS6XrlFPHoOjwrnJbuYa+65sL36y+YbXCzZ6NEzdy5EgtWbJEf/rTn7R8+XJNnz5dH374oVasWKH8/HylpKSoW7dukqQNGzZo48aNmjNnjnv7qgHB9+zZo7Fjx6pjx47q3Lmzxo0bpxEjRuiGG25oUKKbmZkpk8nk/mOhLi+//LJmzZqlrKwslZeXy2KxqF+/fu7lN954o8455xwdPHhQKSkpmjNnji655JIGX0Hx9ttv12uvvaYHH3xQubm5WrRokbu3ALyHnARoHXKObJYkJTpPFJYSZNJhSbn5O9XFR3G1Fq05L+natasuuOACXXrppbrqqqsaNJauP+Yl999/v/Ly8jR//nz973//a9A+gNNpuYNPwKtKSkqUmZnpPkVoz549yszMVFZWliRp6tSpev311/XWW29py5Yt+t3vfqfS0lL3FRYBtGxOp1M5steY1y7Wla7vl8V9hTi0bqNGjdKKFSu0YcMGmc1m9ejRQ6NGjdKSJUu0dOnSGgl0SUmJ7rzzTvd3S2ZmpjZs2KAdO3aoS5cuioqK0vr16/Xee++pXbt2mj59uvr376+CggKP4wkLCzvl8vfff1/333+/brvtNi1YsECZmZm65ZZbagw6P3jwYHXp0kXvv/++ysvL9dlnn+nGG29s8Gtz0003affu3Vq1apXmzJmjjh076vzzz2/wfkBOAkA6dGyXJCnZEOyel2ByjeOWW7DbJzHB/zRFXjJnzhwlJSVp2rRpysjICIi85MMPP1SnTp3IS+B19FCEJOnHH3/U6NGj3Y+rBie/+eabNXv2bF133XU6fPiwHn/8ceXk5Khfv36aP39+rUHRAbRMR4oPqMxoUES1U4tSEjNk2OpUscGg/LIjio9I8GGEgS0sKEyrb1h9+hWPczgc7gHQvXHKs6fOP/98FRcX69lnn3Un6aNGjdKMGTN07Ngx/elPf3KvO2DAAG3evFldu3atd39BQUEaM2aMLrjgAt17771KT0/X//73P1155ZUKDg6W3W6vd1tJ6tOnjxwOh5YuXeo+tai6lStX6rzzztPvf/9797xdu3bVWu/GG2/UnDlzlJqaKqPRqEsuuaTe56wvrvj4eE2cOFFvvvmmVq1apRtuuOGUsaN+5CQAcgr3SZKSzDHueSkh8ZLzgPYX7fVRVK1HQ/ISb+YkVc/tqabKS4YMGaKnn35acXFxLT4vmT17tlauXKlJkyadMnbgTFBQhCTXB+/peiBNmTKF04mAALVn//eSpBT7iYJiaJtOSrE7dCDIpL0HVyu+26W+Ci/gGQwGj0/vkVzJuy3IpnBzeLMOgN6mTRv17dtXc+bM0UsvvSRJGjFihK699lpZrdYaPQEeeughnXPOOZoyZYpuv/12RUREaPPmzVq4cKFeeuklff3119q9e7dGjBihmJgYffrpp3I4HOrevbskKT09XatXr9bevXsVGRmpuLi4Wm1NT0/XzTffrFtvvdU9+Pm+ffuUl5ena6+9Vt26ddPbb7+tb7/9Vp06ddI777yjtWvXqlOnTjX2c+ONN2ratGl6+umndfXVV9d5gY7qz1nVYy41NVVRUVHu9W+//XZdeuml7gHUcWbISQBkl+yXJKVEtnPPS43qIBUdUFZZbn2bwUsakpf4KieRmiYvGT58uIKCgrR8+fKAyktuuukmr7zmQHWc8gwA0N68DZKkdGPoiZkGo9LlOtVob26mD6KCPxo5cqTsdrtGjRolSYqLi1OvXr2UnJzsTrolqW/fvlq6dKm2b9+u888/X/3799fjjz+ulJQUSVJsbKw+/fRTXXDBBerdu7fefPNNzZkzR71795Yk3X///TKZTOrVq5cSEhLcp7ue7JVXXtHVV1+t3//+9+rRo4cmT56s0lLXuJ933nmnrrzySl133XUaOnSojh49WqNXQJWuXbtqyJAh2rhx42lPK7rqqqt08cUXa/To0UpISNB7773nXjZmzBi1a9dOF110kdq1a3eKvQAATmWPxXVBuI5turnnpca5vmP22Up8EhP8k7fzkjFjxuicc87Ra6+9pvfeey8g8pILLrjA3U7Am+ihCADQnmM7JEkdg+NrzO8YEquV9qPak7/NF2HBDz333HN67rnnasyrGuvuZIMHD9aCBQvqXDZ8+HAtWbJEkqt3Q1FRkaKjo93LzzrrLK1ateq08YSGhuqZZ57RM888U2tZSEiI3nzzTb355ps15k+fPr3WuqtX131q16RJk2qcJhQSEqKPP/64znVLS0t17Ngx3XrrraeNGwBQD4dDe50WSUZ1TOrvnp2a1F/aO1v7jA45LeUyBHt+aiwCl7fzkuo5SfUeiC05L/ntb3972riBM0EPRQCAdpUekiR1iE6rMb9rZAdJ0raS7GaPCWgpHA6H8vLy9Je//EWxsbG6/PLLfR0SALRYhUe3Kd/k+jO1Q8pg9/z2bXvL6HSqzGjU0QM/+Co8wO+dnJeMHz/e1yEhQNFDEQBaOafTqc22QskgdU/MqLGsd0IfqfAnbbIek9PplMFg8FGUgP/KyspSp06dlJqaqtmzZysoiPQKAM7U3n1LJUmJDoMiw9q45wcHhSjFYNZ+2bRr3zK17TS6vl0ArVr1vGTWrFnkJWgyvLMAoJXbX7RPhQanzE6nuqUOq7GsW8dRMu94S8UGh/YXZystuoOPogT8V3p6eo2LiDgcjlOsDQA4lR0H10iSOlW7wnOVHqGJ2l9xUFvzMjW0uQMDWojqeUnVKdxAU+CUZwBo5X7Zs1iS1N1qlzmhR41l5uS+6m6xutbLWtrssQEAgNZlc8F2SVKvmM61lvWIc+UpW0vqviAGAKD5UFAEgFZu44GVkqTeQTGS0VRzYVCI+poiJUnrsikoAgCAJuR0arMlX5LUK6V2H8SeaedLkrbaS6XK4mYNDQBQEwVFAGjl1hRslSQNij2rzuXnxHSTJP2Qv7nZYmotqp8mC/B+ANDaWXN+1vYg15+ovTpfVGt59+MFxT3mIFXsXtassQU6voNQHe8HeIKCIgC0YkfKj2i7zfUL/5AOI+tcZ1D74TI5ndpnK9bBkoPNGV7AMpvNkqSysjIfRwJ/UvV+qHp/AEBrs2PrZ7IaDIqSUWmxXWotTwxPVIIhWHaDQb/s+NIHEQYechLUhZwEnuCiLADQiv1w/DTmHpUWxXW6oM51ojqP1tkbX9CG0BAtz16i63re0IwRBiaTyaTY2Fjl5eVJksLDwxt0BW2HwyGLxaKKigoZjS3/t8HW3h6n06mysjLl5eUpNjZWJpPptNsAQCBat3+5JKlveEqd34sGg0EDY7tp/rFNWpezVoOaO8AARE5SU2tvDzkJGoKCIgC0You2fypJGuYwS23Spbp+nU7oqQstTm0Ilb7d/hkFRS9JTk6WJHcC3xBOp1Pl5eUKCwtrUNLvr2iPS2xsrPt9AQCtTmWx1pZkSeEhGtz+/HpXG5A+1lVQdBRJh7dJCd2bMcjARE5yAu1xISeBJygoAkArVWIp0fKjv0iSLm7bT6ovyTAaNa5tPz1j2aofC7YqryxPieGJzRdogDIYDGrXrp0SExNltVobtK3VatWyZcs0YsSIgDgVhfa4TimiFwCA1syxdZ7Whbj+PB3S7dJ61xuYdr7003PKDAmR9eePZb7gseYKMWCRk5xAe8hJ4DkKigDQSi3OWiyLHEq3WNW9z7hTrpvS6QL127BBmaEh+mLnF5rcd3IzRRn4TCZTg5M2k8kkm82m0NDQgEh2aQ8AYNsvc1RkMincEKSe8b3qXa9rbFfFmsJUoHJt3PyhBo56RAqAU1P9ATkJ7QEagk9eAGiFnE6n3t30tiTpVyWlMnSpe/xEt24X6dpi18Vb3t/6rqyOhv16DQAAUK+CLC09nClJGpLQT0HG+vu9GA1GDUsdIUlaai+Qdi5shgABACejoAgArdCGwxu0uWC7gh1OXRWeLsW0P/UG8V00LrS92trsyis/orm75zZLnAAAoBVY+3/6LjxUkjS662WnXX1UxzGSpCXhYdL3LzZpaACAunHKsx8qKCjQZ599puXLl2vfvn0qKytTQkKC+vfvr3Hjxum8887zdYgAWjCn06kXfnpBknRpaana9LnJo+2Cu0/QTb/M0jNxbfTSTy9pXPo4hQWFNWWoAHyMnARAkys5rJx1s7S5XRsZZNCI470PT2VY+2EKMpi0J1jal71KHXculrpe2AzBAgCq0EPRjxw8eFC333672rVrp7/+9a8qLy9Xv379dOGFFyo1NVXfffedxo4dq169eumDDz7wdbgAWqjlB5Zrbc5aBTuduutYodR9gmcbdr9ENxQVq53NrtyyXL2+8fWmDRSAz5CTAGg2S/+uxcFOSVJGQobahrU97SZRwVEalDxYkvRtRLi04M+SzdKkYQIAaqKHoh/p37+/br75Zq1bt069etU9EHF5ebk+//xzPffcc8rOztb999/fzFECaMmKLEV6atVTkqQbCovVLr6HlNTbs41TByskpqPuP5qnPyUl6I1f3tCI1BHql9iv6QIG4BPkJACaRfYa6cc39EW7REnSxZ0u9njTSzpfoh8O/aCvoqM1OXuTDEumS2OeaKpIAQAnoaDoRzZv3qz4+PhTrhMWFqbrr79e119/vY4ePdpMkQEIBA6nQ0+sfEK5Zbnq6DTp9wWF0tj7JYPBsx0YjVLG9bpo6QxdokjNdZZo6pKp+u+E/yolMqVpgwfQrMhJADS5snzpszu1PcikLSHBCjIGaUInD8+akDS241g9/cPT2qsK/RIcrD4rnpVSB0s9PN8HAODMccqzH4mPj1dlZWWD1gcATzidTv37x39rUdYimY1BevrQAYXJKPW5tmE7yvi1JOmxvVvVNaqjDpcf1p0L79TBkoNNEDUAXyEnAdCkrBXShzdJ+bv1RXyyJGlk6ki1CW3j8S4izBG6sKNr3MRPOw+Q5JQ+vlXau6IpIgYAnISCop+JiYnR6NGj9dRTT2n58uWyWq2+DglAC2d1WPXXH/6qtze/LUl6MuwsZVRapLMulqKSGrazuE5SpxGKcjr0SuhZSo5I1t6ivbpx3o1an7u+CaIH4CvkJACaREWh9N+rpL3LVRYSpc+iIiRJV3S9osG7uqrbVZKkr235Kux6oWQrl965Qtr4oVdDBgDURkHRz8ycOVMdO3bUrFmzNHLkSMXGxmrs2LGaPn26fvjhB9ntdl+HCKAF2Ve0T5PmT9KH2z+UQQb9ecBUXbZ1iWvhuX84s52eO0WSlLzhI71z4Ux1je2qI+VHdMu3t+hfa/+lwspC7wQPwKfISQB4XfZaaeb50r4VUki0Phtxl4ptZeoY3VHnp57f4N0NShqkHnE9VGGv0Md9LpJ6XibZLdKnk6VPbpdK8pqgEQAAiYKi35k0aZJmz56tvXv3aufOnXrxxReVkpKimTNnatiwYWrTpo0uueQSX4cJwM/lleXp72v+rolfTNTGwxsVZY7Ss6Of1bX5hyVbhdSun9TxvDPbedexUnw3qbJIyVvn653x7+jyLpfL4XTorc1vacKnE/Ry5svKKc3xapsANC9yEgBec2yf9Nld0htjpYJ9UkwH2W76Qv/NWSlJ+m3P38poaPifpgaDQb/p+RtJ0rvbP5LlytelEQ9KBpP080fS8xnSomlS4X5vtgYAIAqKfq1z58669dZb9dZbb2nJkiV65JFHZDAYNH/+fF+HBsAPlVpLtXDfQk1dMlUXfXyR/rvlv7I5bBrWfpg+vvxjXZgwQFr1kmvl8+72/GIsJzMaXdtL0opnFSmDnh7+tF6+8GV1je2qIkuRZm6YqYs/uViTF0zWnC1zlF2ULafT6Z2GAmh25CQAGqyyWNr8hfTuda7C3ob3JDmlvr+W7lqur8uztL9kv2JDYnVZl8vO+GnGdxqvxLBE5ZXl6eOdn0kXPCbdtkBqP0iylkkrnpWe6yP992rpxzelokPeayMAtGJc5dlPZWVl6bvvvtOSJUu0ZMkSHTlyROecc47uv/9+jRw50tfhAfAxh9OhnNIcbc3fqp+P/KyfD/+s9XnrZXWcGONsQOIA3Zlxp85LOd4TcfFTrnGLEntJvRs+TlEN/W5wJejH9kirZ0rn/0kjUkdoWMowLdy3UB9s+0A/5v6oHw79oB8O/aAZmqG40DhlJGSoV3wvdYrppPTodHWM7qjQoNDGxQKgSZGTADgtp1MqPSwdzJQO/Chlr5H2rXSdflylywXSBf9Paj9QFrtF/8n8jyTptrNvU7g5/IyfOtgUrDv63qG/rv6rXv/5dV3R7QqFpQ6Sbl8kbZsn/fCKtHe5tHOha5KkuM6uK0K3HygldJfiu0pRKa4fTQEAHqGg6GduvfVWLVmyRPn5+Ro2bJjOP/983XHHHRo8eLCCgjhcQKCz2C0qtZaq1FqqYxXHdLTiqI6WH9XRiqPKr8jXwZKDyirKUnZxtiwOS63t06LSNCptlCZ2naiz2px1YkFxjiuhllzJvNHUuEBNZmn0o64xilY+Lw28RQqPk8lo0sWdLtbFnS7WvqJ9+i7rO32X/Z02Htmo/Ip8fZftelxdXGicEsMTlRieqISwBLUNa6vo4GhFBUcpOiRa0cHR7sehQaEKNYUqNCj0jE6NAuA5chIAcjolW6Wrt2HZEdeYhKWHj9/muU5lzt/tmiqLam/fppPU4xJp4CSpbTf37I+2f6RDpYeUGJaoX/f4daPDvLLblXpz05s6UHJAc7bM0e19bnedidHjEtd0ZIe06XNp+3zpwLoTMW/84MROzOFSbEcpKrna1E4Ki5NCY2pP5rAzP9sDAAIA2aCfmT17tjp06KDHHntMF154ofr37y8DX1QNVmYtU7mjXEWWIgU5ar7NTz7t0qnTPD7N+g3a9xnuy2qz6pjjmA6WHpQ5yHzafdfab62H9cfR0NfnVPuub182m0259lztKNhR44/SU50S29DX0imnnE6nHE6HHE6HnHLK7rDLqWrznE45dOK+3WmvNc/hdMihk5ZXm+dwOmS1WfVzxc/K3ZQru8Euq90qm8Mmq8Mqi90iq8N6YrK7bi0Oi8pt5SqzlqnUWqoym+vW5rDV+xqcLMgYpPTodPVN6Ks+bftoQOIAdYrpVPdnxrePuk77SR0sdZ/g8XOc0tlXuYqJub9Ii56QLn+xxuKO0R016exJmnT2JFXaK7Xl6BZtOLxBO47t0N6ivdpduFvFlmLlV+QrvyJfW/O3NujpQ0wh7gJjWFCYQoNCFWwMVpAxqMZkNppllFF5pXla/cNqBZuC3fOr1jHIIJPRJKOMMhgMMhlMMhgMMhqMMsroujWcWFZ1v/qy6lPVMoPBoKr/JEkG1XjsXl7tmFU9rnO74/NtNpt2W3frx9wfFRQUVOf+3NtWn3/Seid2XzuOqvmnU9f77eTt6tpP9e1sNpvy7HnaXbjb/RlX11M3dL/1rnPyvFoPG7dfq82qUkdpreUtDTmJlzidksMmg9MuOWzSydeyqfXdd/IXq9PDZQ1c3phtrTaZbSVS+THJWsefE43Zd63lzdBmm01hliNSQZZUo1jemLhOfiqn5HScNNmr3a9jueM0y+vZ3mC1qOOR9TL+eEiS3dVL0G51FQar7tstte9bSiVLiVRZcvy22HXrcW5icPX0Sx3k6vmXPlxK6FGr6Hak/IheznxZknRnxp1eOVPBbDLrD/3+oEdXPKrXNr6mSztfquSI5BMrtO0mjXzANZXlSwfWu3pSHsyUju6Qju115UmHt7gmT9trDnNNQWGSObTabahrvinY9SOs0Xz81iSjTDp7/wEZF62SgkKOzw9yTdXvG4yu185gPM1UfR3TaZZXm1fVBo/uq+75kmS3K7psn5Tzs2Q2n5hvMJzBfZ1ifn3xnXRMas3ycL2qda1WhVgLXD/GV2/PmeyzUevVE1/dC+pf12pTkL3s+L9js2fPA3jI4GRQK7+ybdu2GqcVVVZWavjw4Ro5cqRGjRqlAQMGyBiAXfGLiooUExOjwsJCRUdHN3p/k7+drB9yfvBCZIBvhJpCFRsaq/jQeMWHxbtvE8MT1TGqozpEd1ByRLKCjB78LrTrf9I7V7gSyDuWSO0y6l+3tFSKjJQkWY8dkzk29tT7zvpBmjXOdf+2hVLaEI/aJ7mKwgWVBcory1NuWa7yyvKUV5an/Ip8FVmKVGQpUnFlsft+iaWkzl6ZgD/qZe6l/17zX5nNjU/evf0d6SlyEi+93jm/SDOHNX4/gK+FxkqRiVJEous2MlGKbi/Fd5Hiukht0l3FtNN4dPmj+mr3V+oZ11PvXfKeTKc6a6IBeYnD6dCk+ZP0U95PGttxrJ4Z9YznbbNbXb0tC7Ok4lyp+JBUcvy2vMA1ZEz1yclV7tGy2G6ep6BO3vku8lVeAv9DD0U/0717d3Xv3l133XWXJGnz5s1aunSpvvvuO/3rX/9SRUWFhg8frq+//trHkbZuJ/f8qW9ZXY9P1ROm1rbV9m232xVkCqp3+alibHCcp+mt05B91RdjZWWlQkJCGrTvhvYqqtHLzGB09UKrY97Jvcrq6mnmvl+1rNo8OaW8Q3lKT0tXSFCIzCazzMZq0/HHVb3iqnrIhQWFKcIcoYigCEWYIxRuDndNQeGeFQo9YSmV5v7JdX/IHacuJp6JDudI/X8j/fRf6as/SpO/8+iPCcl1rNuEtlGb0DbqHtfdo23sDrsq7ZWqsFeowuaayu3l7vsWu0U2p002x4nJ6rCq0lqpnzf9rG49uskhh3sdq90qu9Nesydr9Z6oVZMcNR7XWF7XMjlkd7j+2KjqPet0OlX1X1XHlqqetO7/TuppXLWs+mPJ9UdTcXGxIiMjJcOJHru1nqva9ifHUGMbpwe9kdWwXtb1bVPXdk6nUxarRcHm4BrtOeVz1fHUzdUGT/ZrDIDr3pGToHmd/KVu8HBZA5fXscwpV55lMpnqyFu8GJexrt5lVT3KTtETrc7t6p8cMij3SL6SUtJkDAo50Uuuxm2wFBR84r4xSAqOlIIjpJBIKTjq+G3E8fmRkqnxucnqQ6v11e6vZJBBj5/7+KmLiQ1kNBj12NDHdN3X12nhvoX6Lus7je4w2rONTWapbVfXdDpO5/HenKWSrVyyVrh6N9oqJGv5iVtruavnp8PmKlg6bJLDKru1Uju3b1PXzh1lcjokh7XmOnZrHb1R6+qh2pCp2vaOqmKos1rP2lPd1ynWceUTlRUVCgkJPp4Xu+a7X6vT3lcD1692v65jU3tmg9Z1Vi0zHP/Lot7+V/TLAigo+rlevXopPj5ebdq0UZs2bfT+++/rm2++8XVYdbriiiu0ZMkSXXjhhfr44499GssLo17QN998o/Hjx7t7hzSoCOhnp3RZrVbNmzdPEyZM8EpvF18L2Pac44ftmf+Ia4yg6PbS6Mea5jnGPCVt/1bK2+y68MvFf2ua55FkMpoUbgxv8ODtVqtV0buiNaGXHx6jMxCw/4YCrD2BhpzkDCX0kHXqTi1cuFBjx46V2RykxhXImra45sm2Vpv1eJ5V/d/sabb1s9yqOluAfQbZrVatOd4eox+1p7CyUI+ueFSSdG33a3V227O9/hzd47rrpl436c1Nb2raqmnqk9BHbcPaevdJDAZXsTUk8ow2d1it2loyT50vmCCTHx2fM2WzWvVtAP37aZLPg7qKkg0pVDZiXdfn9XyNbz/olCECZ4KCoh/Ky8vTkiVL3KcZbd++XcHBwRoyZIjuu+8+jR7t4S9tzeyPf/yjbr31Vr311lu+DkVBxiCZDCb3+GhAq7TlK2n9W5IM0hUzpdAmOiUhIl66/CXpveukH16Wul7omgC0eOQkXmAKksJiZQ2KkMJij4/J1cI5nHIaTK4LfHmxhxkCl9Pp1JOrnlReWZ7So9M1deDUJnuuKf2naMXBFdpxbIemfT9NL17wot91FkArU9f7r7nek06DnFVjcgJeRqXFz/Ts2VPbt29XUFCQBg8erKuvvlqjRo3SsGHDFBra+AGLm9KoUaO0ZMkSX4cBQJKO7pK++IPr/rA/Sp1GNO3zdb9YGny7tPb/pE/vkO74Tort0LTPCaBJkZMA8Jb3t72vhfsWKsgQpBnnz2jwmQYNEWwK1ozzZ+jXX/9aS/cv1axfZum2Prc12fMBQGtFmdrPTJw4Ud98842OHTumFStW6C9/+YsuvPDCJk/cly1bpssuu0wpKSkyGAz6/PPPa63z8ssvKz09XaGhoRo6dKjWrFnTpDEBOEMVhdJ7v3bdpg5pulOdTzb2L1JyX6nsiPT+Da6xhQC0WOQkALxhzaE1+vuav0uS7hlwj3q37d3kz3lWm7P08JCHJUnPr39ey/cvb/LnBIDWhoKin5k+fbouuugihYc33a92dSktLVVGRoZefvnlOpd/8MEHmjp1qp544gmtX79eGRkZGjdunPLy8po1TgCnYbdKH98mHdnuGjfxuv+6Bl1vDsHh0q/flcLbSjk/S5/dVW3gbwAtDTkJgMbKLsrWn5b+SXanXRM6TdCk3pOa7bmv7X6trj7rajnl1EPLHtLOYzub7bkBoDWgoOhHZsyYofLyco/WXb16tebOneu15x4/frz++te/6oorrqhz+TPPPKPJkyfrlltuUa9evTRz5kyFh4dr1qxZXosBQCM5HNLnv5N2LpSCQqVfz5Gikpo3htg0VxHTaJa2fCl9fd8pBpIG4K/ISQA0Vl5ZniYvnKyCygL1ju+tJ897stnHMnx0yKPqn9hfxdZi3bnoTh0sOdiszw8AgYwxFP3I5s2b1aFDB11zzTW67LLLNGjQICUkJEiSbDabNm/erBUrVui///2vDh48qLfffrtZ4rJYLFq3bp0eeeQR9zyj0agxY8Zo1apVZ7TPyspKVVZWuh8XFRVJcl0Z02q1Ni7g4/upftvS0R7/5hftcTplnP+gTD9/JKcxSPYrZ8mZcLbU0JisVpndd60N316SUgbJMHGmTJ9NlmH9W7KHRMsx+nGfXuHTL46RF9Ee/+bt9vjidSEn8V5OUrWv6rctHe3xb/7QnoLKAk1eNFkHSg4oNTJVz4x4RianqeExeSEv+ff5/9bti27X7sLdmrxgst4Y84biw+IbvB9v8Yfj4020x781RXsC5bVB4xmcTrqO+JMNGzbopZde0scff6yioiKZTCaFhISorKxMktS/f3/dfvvtmjRpUpONYWQwGPTZZ59p4sSJkqSDBw+qffv2+v7773Xuuee613vwwQe1dOlSrV69WpI0ZswYbdiwQaWlpYqLi9NHH31UY/3qpk2bpieffLLW/HfffbfZT60CWjynQ333v61OR/4npwxal/47HWhzzhntylRRoUt//WtJ0tfvvy97Iz5nOhxZov7Zrh5DOxLHa3PKr31aVARaqrKyMt1www0qLCxUdHQTXa29DuQk5CTAmShxlOit0rd0yH5IUYYo3RF5h9qY2pzRvryVlxQ5ivRa8WsqcBYowZigWyJvUbSx+T5PgUDiq7wE/oeCop9yOBzauHGj9u3bp/LycrVt21b9+vVT27Ztm/y5zzR5b4i6egOkpaXpyJEjXvlQslqtWrhwocaOHSuz2Xz6Dfwc7fFvPm2P3SrTV1Nk3PSJnDLIPuEZOfv/9sz3V1oqcxtX0l+WlydzbGyjwjOufV2mBa6eRPb+N8lx8T8lo6lR+zwTvOf8G+05taKiIrVt29ZniTs5SePxHvdvtMd7ckpz9Pvvfq+9RXsVFxqn1y58TZ1jOp/5Dr2Yl2QVZ+muxXcppyxHqZGpmnnBTKVEppx5bGeI95t/oz2n5+u8BP6DU579lNFoVL9+/dSvXz9fh6K2bdvKZDIpNze3xvzc3FwlJyef0T5DQkIUEhJSa77ZbPbqB7e39+drtMe/NXt7KoqkT26TdiyQjEEyXPGqgvpc3bh9VovfK+057/dSaJT01T0y/fS2TBUF0hUzpeCIxu33DPGe82+0p/79+BI5iffwHvdvtKdxdh7bqd8v/r0OlR5SckSyXh/7utJj0hu3Uy/mJV3iuuit8W/p9gW3K7s4W7cuvFUvXviiesX3alyMZ4j3m3+jPafeFyBxURZ4IDg4WAMHDtTixYvd8xwOhxYvXlzv6UMAmlj+HumNsa5iYlCo6+rKjS0mNpUBv5WueuPEhVpmXSwVHvB1VABaIHISwD8tzV6q33zzGx0qPaT06HS9ffHbjS8mNoGUyBS9dfFb6hrbVXnlebr5m5u1aN8iX4cFAC0SBUVIkkpKSpSZmanMzExJ0p49e5SZmamsrCxJ0tSpU/X666/rrbfe0pYtW/S73/1OpaWluuWWW3wYNdBK7V4ivX6BdHirFNVOuuUb6axxvo7q1M6+Upr0tRTeVsrZKL0+Wtp3ZhdQABDYyEmAlsPpdGrWL7N09//uVqm1VIOSBunt8W+rXWQ7X4dWr4TwBL09/m0Naz9MFfYK3bfkPr2y4RXZHXZfhwYALQqnPEOS9OOPP2r06NHux1OnTpUk3XzzzZo9e7auu+46HT58WI8//rhycnLUr18/zZ8/X0lJSb4KGWh97DZpyXRp+b8lOaWUAa6eidH+m7TX0OEcafL/pPeul/I2SbMnSKMelc6f6pNxFQH4J3ISoGXIr8jXn1f+Wcv2L5MkXXPWNXpkyCMym/z/dMio4Ci9dMFL+teP/9KcLXP0n8z/aF3uOs04f4bahjX9+LAAEAgoKEKSNGrUKJ3u+jxTpkzRlClTmikiADUUZEmfTJayf3A9HnCzNP7vkjnMt3E1VJuO0m0LpLl/kja+L333V2nvMumKV6Xo5h8YHYD/IScB/N/anLV6eNnDyivPU7AxWA8OflDXdr9WBoPB16F5LMgYpIeHPKyecT319OqntfrQal315VX62/C/aVj7Yb4ODwD8Hqc8+yGr1aqgoCD98ssvvg4FgK85HNKa16X/nOsqJoZES1e/KV3+QssrJlYJiZSufFWa+IpkDpf2LJNeHiqte0s6TREBQPMiJwFQXZm1TDPWzNBt396mvPI8dYrppHcveVfX9biuRRUTq/tV11/p/UveV9fYrsqvyNddi+7StO+nqdhS7OvQAMCvUVD0Q2azWR06dJDdzjgeQKt2eLvrtOB590uWEintHOmu5a7xCANBvxukO5ZK7QdKlUXSV/dIb//KdcEZAH6BnARAle8PfK8rvrhCc7bMkVNOXdXtKr1/yfvqHtfd16E1WufYznrvkvd0fY/rJUmf7PhEE7+Y6D6dGwBQGwVFP/XYY4/p0UcfVX5+vq9DAdDcKoulRdOkmcOkrFVScKQ04V+ui6+0Sfd1dN6VcJZ020Lpor+6rla9Z6n0n3Ok/z0tWUp9HR0AkZMArV1OaY4eWvaQ7lx0pw6WHlRKRIpeHfOqpp03TeHmcF+H5zWhQaF6dOijenPcm0qLSlNeWZ7+sPgPuud/9yi7ONvX4QGA32EMRT/10ksvaefOnUpJSVHHjh0VERFRY/n69et9FBmAJuNwSBvelRY/JZXkuuZ1HSNd+qwU28G3sTUlo0k6726p+wTp63tdp0Av+4eUOUca+5R09lVSCz2NCggE5CRA61RuK9fsTbM16+dZqrBXyCCDbuh5g+7pf09AFRJPNih5kD65/BO99NNLmrNljr7L/k4rD6zULWffolvPvjWg2w4ADUFB0U9NnDjR1yEAaC5Op7RjoesCJYc2uObFdZYuelrqPr71FNPiu0g3fSlt+VL69v9JhVnSJ7dJP/xHuuD/SZ1Ht57XAvAj5CRA62Jz2PT17q/1n8z/6FDpIUnSgMQBenDIg+od39vH0TWPsKAwPTD4AV3R9QrNWDNDq3NW69WNr+rTHZ/qzr536spuV7aIq1kDQFOioOinnnjiCV+HAKCpOZ3S7iXSd3+T9q9xzQuOkkY+KA29UwoK8Wl4PmEwSL1+JXW7SPr+JWnFM9KBddI7V0gdh0sX/lnqcI6vowRaFXISoHVwOB2av2e+XtnwivYW7ZUktYtop6kDp2pc+rgWe9GVxujapqtev+h1Lc5arH/9+C8dKDmgv67+q97c9Kb+0O8PmtBpgkxGk6/DBACfoKDoxwoKCvTxxx9r165deuCBBxQXF6f169crKSlJ7du393V4AM6U0yntXCyteFbat8I1LyhMGnK7NOxeKaKtT8PzC+YwaeQD0oCbXK/Tj2+4XqtZ46TOo1yvU+dR9FgEmgk5CRC4bA6bFu1bpFc3vqqdBTslSbEhsbr17Fv16x6/VlhQmI8j9C2DwaAxHcdoROoIfbLjE7264VUdKDmgR1c8qtc2vqZbz75Vl3a+lB6LAFodCop+auPGjRozZoxiYmK0d+9eTZ48WXFxcfr000+VlZWlt99+29chAmgom0X65RPp+xelvE2ueaZgadCt0vD7pKhk38bnj6KSpPEzpPOmSMv+Kf30X1evzt1LpOS+0rA/Sr0mSia+zoCmQk4CBKYya5k+2/mZ3tn8jg6UHJAkRQVHaVLvSbqx542KMEecZg+tS7ApWNf3uF6/6vIrvbf1Pc36ZZb2Fu3V498/rpcyX9JNvW7S1WddzesGoNXgKs9+aurUqZo0aZJ27Nih0NBQ9/wJEyZo2bJlPowMQIOVHpFWPCc9nyF9fpermBgcKZ3zB+meTGn83ykmnk5MqnTZ89Ld66Whd0nmcClno2uMxRf7Syufl0qP+jpKICCRkwCBJbc0Vy+sf0FjPx6rGWtm6EDJAbUJaaPfZ/xe86+arzv63kFR7BTCzeG6rc9t+vaqb/WngX9SQliC8sry9K8f/6WLPr5I//7x38ou4qrQAAIfXTr81Nq1a/Xqq6/Wmt++fXvl5OT4ICIADeJ0SlmrpB9nSZu/kOwW1/zIJFdBbNAtUlgb38bYErXp6CrAjnxIWvt/0uqZUkGWtPBx6X9PS72vkAbfLqUO4nRowEvISYCWz+F0aNXBVfpw24daun+p7E67JKlDVAfd3PtmXdblslZ/anNDRQZHatLZk3RDzxv01a6vNHvTbO0t2qvZm2brrU1vaVj7Ybq+x/UaljKMcRYBBCQKin4qJCRERUVFteZv375dCQkJPogIgEdKj0o/fySte1M6vPXE/JT+rkJXn2ta58VWvC08znXxmnOnSL987CouHtogbXzfNSX3kfr/Vjr7aiki3tfRAi0aOQnQch0pP6Ivdn6hj7d/rP0l+93zByYN1G97/laj0kZR7GqkYFOwrjrrKk3sOlHLDyzX+9ve18oDK7XiwAqtOLBC7SPba2LXibq8y+VKiUzxdbgA4DUUFP3U5ZdfrqeeekoffvihJNdgwFlZWXrooYd01VVX+Tg6ADXYKpRybI1MH86Rdi2WHDbXfHO41OdqaeAtUvsBvo0xUAWHuy7c0v+30oH1rsLiL59IOT9L3zwoffuo1G2cDGdfK2PVcQHQIOQkQMtSbivXBssGffPdN/oh5wd3b8Qoc5Qu73q5rjnrGnWJ7eLjKAOPyWjSqLRRGpU2SllFWfpg2wf6bOdnOlByQC9nvqyXM1/WkOQhuiT9Etmc5CQAWj4Kin7q3//+t66++molJiaqvLxcI0eOVE5Ojs4991w9/fTTvg4PgMMu7fte2viBgjZ/rsGVxSeWtesn9f+N1PdaKTTGZyG2KgaDlDrQNY17Wtr4obThPelQprRtroK2zdU4U4SMpuXS2VdKHYdxIRfAQ+QkgP+zO+xam7tWX+36Sov2LVKZrUwqcy3r27avrj7ral3c6WJOa24mHaI76IHBD2hK/ylatG+Rvtj1hdYcWqM1Oa4pWMFa//16je88XuemnKtgU7CvQwaABuOvKT8VExOjhQsXasWKFdq4caNKSko0YMAAjRkzxtehAa2X3SrtWSZt+VLaOlcqPSxJMkgqM8cpZPBNMvW7Xkrs4ds4W7vwOOmcu1xT3hZpw3tybvhAwSU50vrZrim8rdTzUtcVotPPp7gInAI5CeCfrA6r1h5aq4VZC/W/rP8pvyLfvayNsY2u7nW1Lu96udJj0n0XZCsXFhSmy7pcpsu6XKaDJQf11a6v9MXOL5Rdkq25e+dq7t65ijJHaXSH0bqo40UUFwG0KPwF5acqKioUGhqq4cOHa/jw4b4OB2i9rOXSru9cRcRt86SKwhPLQmOknpfJ1vtqLfylQBNGXyqT2ey7WFFbYk9p7FOyjXhUaz/8t86JPCDj9nlS2RFp3WzXFBYn9bhE6j5e6jxKCubKlkB15CSA/6iwVWjVwVValLVI32V/p2LLiTMkooOjNS59nMZ3HK8Daw7okr6XyExe4jdSIlN0Z8aduqXnLXr1q1dVnFKsRdmLdLj8sL7c9aW+3PWlosxRGpk2UiPTRmpYyjBFBUf5OmwAqBcFRT8VGxurIUOGaOTIkRo9erTOPfdchYVxigLQLI7tlXYslHYskPYsl2zlJ5ZFJEg9LpV6XiZ1GiGZzHJardKmeT4LFx4wmnQ4+mzZJzwoo/F5ae9yadPn0tavpbKj0k/vuCZTiJQ+XDrrYumsi6Q26b6OHPA5chLAtw6VHNLyA8u1/MByrT60WuXV8pK40Dhd2OFCjekwRoPbDZbZaJbVatVBw0EfRoxTMRgM6hDUQRMGTdDD5zyszLxMfbv3Wy3ct1CHyw/r691f6+vdXyvIEKSByQM1MnWkRqWOUlp0mq9DB4AaKCj6qUWLFmnZsmVasmSJnn32WdlsNg0aNEgjR47UqFGjNHbsWF+HCAQOW6WUtepEEfHI9prLo1NdBcSel0kdzpG4GmLLZjJLXS5wTZc8I+1bIW2dJ22fLxXsc11YZ9di6ZsHpIQeUrexrp6LHc6l9yJaJXISoHlZHVZl5mVq+X5XEXFnwc4ay5PCkzSm4xiN6TBG/RP7c5XmFsxoMGpA0gANSBqgh4Y8pJ/yftKS7CVakr1Ee4v2avWh1Vp9aLX+sfYf6hTTSee3P1/nppyrAYkDFG4O93X4AFo5Cop+quq0okcffVQ2m01r167Vq6++qn/84x+aMWOG7Ha7r0MEWi67TcrZ4BoPcc8yKesHyVp2YrnB5CoedRsrdbvIddqsweC7eNF0TEGuYmHnUdL4v7uKydvnS9sXuIrMh7e6pu9flIxmKW3oifVT+jP2IloFchKgaTmcDu04tsN1wY5Da7Q2d61KraXu5UaDURkJGRrefrjOb3++esT1kIG8JOAYDUYNTBqogUkD9adBf9K+on1amr1Uy/Yv07rcddpTuEd7Cvfo7c1vy2w0q19iP53T7hyd0+4c9Y7vTWEZQLPjLyE/tn37di1ZssQ9VVZW6tJLL9WoUaN8HRrQsjgcUt7mEwXEfd9LlYU114lMchUQu46Vuozm6sytkcEgJXR3TcP+KJUfk3YulnZ/J+1aIhXtd/Vm3LdC+u6vUki06/TojsOkjudKyRkUGBGwyEkA73E6ndpbtNd91d+1OWt1rPJYjXXiQuM0LGWYzk89X+elnKeYEPKS1qZjdEfd1Psm3dT7JhVZivT9we/1w8EftOrgKh0sPai1OWu1NmetXvzpRUUFR2lI8hANShqkAUkD1L1NdwqMAJocf/n4qfbt26u8vFyjRo3SqFGj9NBDD6lv3778Ggl4wlohHfxJyv5BylotZa+WyvNrrhMa47q6b6cRrimhB70QUVNYG6nP1a7J6ZTyd7uKi7uXugrTFQWuC/VsOz5+pjlCShvs6t3a4VwpdRCnSCMgkJMAjWNz2LTj2A79lPeTMvMytS5vnfLK8mqsExYUpgFJAzQ0eaiGJA9Rz/ieMhqMPooY/iY6OFoXp1+si9MvltPpVHZxtlYdXKUfDv2g1TmrVWwp1uKsxVqctViSFGGOUL+EfhqYNFADkgbo7LZnK8QU4uNWAAg0FBT9VEJCgrZu3aqcnBzl5OQoNzdX5eXlCg9nrAyglpLDrqJhVQHxUKZkt9RcxxwudTzvRAExuS9jIcJzBoMU38U1Db5dctilQxukPUulfatc772KQmn3EtckScYgqV2GlHaOlDpQaj9Qiu1I4RotDjkJ0DAllhJtPLxRPx3+ST/l/aSfD/+sMltZjXWqTlkdkjxEQ9sN1dnxZ8ts4orMOD2DwaAO0R3UIbqDrutxnewOuzYf3azVOau1LnedMvMyVWIt0cqDK7Xy4EpJrvdbn7Z9lJGYob5t+6pP2z5KikjycUsAtHQUFP1UZmamCgoKtGzZMi1dulSPPvqoNm/erH79+mn06NF6+umnfR0i4BuWUunQRungeunAetdt/u7a60UkSh2Gusa8SzvHVdgJCm7+eBGYjCap/QDXNPw+12n1h7e4TqfP+sE1/mLRAenAOtdUJbytq7DYfqCryJgyQAqP8107AA+QkwD1szqs2l2wW78c+UWbjm7SxsMbtaNghxxOR431Is2RykjIUEZihvon9le/hH4KDQr1UdQIJCajSX0S+qhPQh/d3ud22R12bT+2Xevz1mtd7jqty12n/Ip8rc9br/V5693bJYYnuoqLCX3Up20f9Y7vzYVeADQIBUU/Fhsbq8svv1zDhg3Teeedpy+++ELvvfeeVq9eTfJ+GsfKLCq0SHnFlTIH1TFY/Ck6CBlOsfBUHYtO1+foVKeGnWpbg0GyWm0qtUoFZVaZzc5q251ZQKfrIHXqeM68HVWsVpsq7VKZxSaz01B/O2yVMh7eJOPBn2Q4tF7GQ5kyHNkmw0lJuiQ5EnrIkTpUjtShcqYNlTM2XQbjSfu1nXgvePM42+wO2Z2S3eGU0eGsY436t/XoOX3Uo83pdKrCalel1SG70+meJ0nOGusdv1X9bfc1m9WmIot0uLhSQeYmuoBEeBepZxep528lp1PGomwFH1itoIPrZM75SUGHN8lQdkTa8a1rqoottpNsyf1lTeorW0Jv2RL7yBnWxvftaUaB2J4ym6+j8C5ykjNXYbVr68Ei7S+VNh0sUlBQ7fT71N87p/4OOPX3R9Ps12azKadM2pFXInMD23O6jOlMc63TfVeeaqnNbtORCmlfflnd7Tm+tcPp0IHSLO0o2KwdBVu0vXCLdhdul8VRWWubpLB26hWXoV5xfdUrrq86RHWWyXDizIjDRQ4ZDGW1tvNKe2w2FVRKhworZDbX/jBqqlz3TPPrUz2vqcyiqm/E/FKLym2lqrQ53DmHs1rqUeO+P+ckNpv2l0qbD9X9eeAdKeoXk6J+MZfq1m5OHSrL1taCjdpZuEk7Czcru2SP8srytChrkRZlLZIkGWRUWmQndYnuqfTobkqPOksdo7oq1BTmB+1pPoHanjKLTTFmekHDuwxOp9N/P21bsU8//dQ98PnmzZsVFxen4cOHa9SoURo5cqQyMjJ8HaJXFRUVKSYmRoWFhYqOjm70/m58/Qet3HXUC5GhuUSrVD0NWepp3Keehiz1Mu5Vd0O2gg21iws5zjba6OisDY4u+tnZSZmOLipSpA+i9m9n8kdBmKVCm565WpI04vEvlVXJ+E3eEiKLehn2KcO4yzUZdqmzMafOdfc722qLo6M2OTtqs6OjNjnSdUBt5cGfc/ATfeMc+uS+i2X2QvLu7e/IhiInaZwth4o0/vnlXogMzcsmY0iejKGHZAo5JGPoQZlCD8hgql08dNpDZK9oL3t5mhwVqbKXd5TT1vz/VgNRmKVCW5515SU97/tY5cH06vQKQ6VMYQdkCs2WMSxLprBsGc1FtVZzOg1yWNrKUZEie0WK67YyRbIzRnRL88HkIRraJcEr+/J1XgL/0fJL7gHqrrvu0ogRI3THHXdo5MiR6tOnj69DalGMBskgZ52/7p6ugk6JvWkZ5FBHQ26N4mFPY5ZSDUfqXD/fGamNji7a6OzkunV0Vp5O3XsLLqd6L9e3qHoHy8PFFqkBibvfDw3odPo0SIuClaluynR0k453so1RiTIMu9TXuFu9DPvUy7hXHQ15SjUcUarpiMbqxOnSBc4IbXZ21FZHB+1wpmqbI1U7lapiBcjpST4+PqgfOUnjBBkNSooKUUVFhUJDQ2v9LnC6vONUi0+fs5x6hTP5nnBt55TFYlFwcP1DiTQm3zpdf4fGNLuuRU5jsexB+2UKy5Uh+KAUfEgKzpOhjh81nQ6zVJkiZ2WaVJnqurW2lUFGmZySSZLZIKmO3xJO12uuMe8FndQ7z+FwyGg0unsGNua5T38sz/x4NTTvjgg2KcRsUs2TUFwPqn+FVN31y68Vp+r9PGg+IZKiJVtPqVhSseQwFsgRnCWHeb8cwfvlNB+QTEUyhRyWKeSwzDEb3FsbbLEyWtvLYGsno6WdrKVxCjWmymAIgPKCXxwfLzreHrMpEBoDfxMA/+IDU15e3ulXQr1m3TxQ8+bN04QJE7zSO8QTp02mGpGoWSwWfTN/vsZfXLu3S6MS9lNs3ZjCqtPp+p+h+IDrFOUj22Q8sk3Gw1tkyNsig7W0zu0c0alyJJ4tR2JvOZLOliM5QyExHTTYYNBgd8ynet5TtMeTmM9wY4vVqoULF2rs2LEym2t+rDZVgt5Ux91eVCI9e+Jx5uNjFR4cVCMJaYlXdrVarc3+mXDGKgqlnF+knI1Szs+uMUMPb1Gso1TnGTbrPOPmmutHp0qJPVxXKk/sdeJ+C7rCdIs6Ph6oak+gICdpnG5JUVrx4Mjj7/GRAfUenzBhdItqT5m1THsK92hX4S7tKtil7ce2a1v+Nh0uP6y6+uNHmaN0VtxZOqvNWeoR10O943urS2wXBRn9+0+oE8dnXIs6PnV577st7rzkntGd9bvL+vs2IC84cXz8//PgSPkRbTm6RVvzt2pLvus2uzhbzqAC2YMKJG1yrRgvWQ1B6hDdQV1ju6prm67qFttNXWO7Ki0qTaYWdCHElnR8PFHVnj7tY3wdCgKQf38btnJ2u12ff/65tmzZIknq1auXfvWrX8lkajkfyK3Jace6aUQNJshklMngug0y+dkpqA6HVJglHd4mHd5a7Xa7ZCmucxOnKUSFwe0UfdYwGdv1lZLPlpJ6yxjWps6E3t9ZrVKEWYoNN7f8xMNYszdGbDgXsml2oTFS+jDXVMVW6fp3dWijlLdFjrzNqszOVJj1mFS03zXtXFRzP7EdXYXFtt2k+K6uqW03KTLJT7tswJ+Rk6AlKbIUaXfBbu0u3K3dBbu1q3CXdhfs1sHSg/VuE2+MV7/2/dQjvoe6t+mu7nHd1S6iXYv8ES2QJEeHuO+3jQo5xZpoCm3D2ur81PN1fur57nnFlmJty9+mbce2aWfBTu08tlNbD29VhbPC9W+ucLcW7FvgXj/EFKJOMZ3UKbqT0mPS1Smmk9Kj09UxuiMXgQFaOAqKfmrnzp2aMGGCDhw4oO7du0uSpk+frrS0NM2dO1ddunTxcYRodSqKpPxd0tGqaad0ZJurcGgrr3sbY5AU10VK6O4qbCR0l5LOli2mo5bOX6AJEybI2NILcEBzCApxXam8nWusOrvVqgXz5mnC6PNkLtgl5W2W8ra6rjSdt0UqPSwV7HNN1S4AI0kKjpLaHi8wxnc7fr+bFN+lRfVqRPMhJ4E/cjgdyinN0b6ifdpXtE97i/ZqV4GrcJhXXn+v2vjQeHWJ7aLOMZ3VrU03ndXmLHWK7KQlC5dowvmB0Us6kISaT/xoERvGsfEHUcFRGpQ8SIOSB0ly9YCbO3euBo0epL0le7Xz2E7tKNihnQU7tbtgtyrsFdqav1Vb87fW2ldSeJLSY9KVHp1eo+iYHJEso6EldjMAWhcKin7qnnvuUZcuXfTDDz8oLi5OknT06FH95je/0T333KO5c+f6OEIEJGu5lL/7RMEwf5d0dLfrfukpTnkzBbsKEtULhwk9pLjOUlAdPdys1qZrA9CahMVK0edIHc6pOb/0iKuweGT78eL/DunoDqkgy9Vz+OBPrulk0e1d/27bdJTadJLapEtxnVz3w9rQs7GVIieBrzidTh2tOFqjaJhVlKV9RfuUXZytSnvtC6RUSQxPVJeYLq7iYWxndYlxFRFjQ2NrrWslL/Fb1QuKIWZ6RPsrg8GgpPAkpcakanj74e75doddB0sOakfBDu0t2qu9hXvdt8cqjym3LFe5ZblafWh1jf2FmkKVGpWqtKg091T1OCUiRWYTxWXAH1BQ9FNLly6tkbhLUnx8vGbMmKFhw4adYkvgNMqPScf2Scf2unovHdt7otdh0f5TbxuR4OrVFNdFiu8stT1eOGyTLpn4OAH8RkRbqdP5rqk6W6WUv8dVXDyy4/i//eP3y/OlogOuaW8dV6QNiTleaEw/XmRMP1F0jEnjMyCAkZOgKTmcDuWV5elAyQHtL96v7OJsZRVluYqHxVkqrWfcZUkKMgYpLSpNHaM6qmN0R3fxsHNMZ0UFRzVjK9BUQswneqkZ+U2rxTEZTUqLTlNadFqtZQUVBdpbtFd7CvfUKDZmFWepwl7hOp26YGet7YwGo9pFtFNqVKpSI2sWHdOi0hQZHNkcTQMgCop+KyQkRMXFtcefKykpOeUV9Xzpiiuu0JIlS3ThhRfq448/9nU4rZetUirIPl4w3Ou6rV5ArCg89fYhMa5TH+O7nriN6+y6H8pgvkCLFhTiumhLYo/ay8ryj/dM3nP8c2OvdOz4/eJDUmXh8QvFbKy9rcEkRae4CosxqVLs8duYDsdvU6UQEvyWipwEjVVkKdL+4v3uomH12wMlB2R11N9DsKp4kB6drg7RHdQxuqN7ahfRzu8vkILGMVWrIlJQDCyxobHqF9pP/RL71Zhvc9h0sOSgsoqzlF2c7Z72F+/X/uL9qrBXuD87Vmt1rf1GBUcpJSJF7SLbKSUiRSmRKWoX0U4pkSlKjkhWfGg8Y6MCXsI3sJ+69NJLdccdd+iNN97QkCFDJEmrV6/WXXfdpcsvv9zH0dXtj3/8o2699Va99dZbvg4lsFnLpcIDUmG2VLjfNRVknSgYFh3Uaa8BHJHg6lUU29HV4yiuWgExPJ7TGoHWKDxOCh8ipQ2pvcxSdvxzplqxsXrh0V55/DMpu/79h7U5XnBMq1ZwPH4bliCD017/tvApchKcTrGlWIdKDymnNEeHSg65CoYlrj/+95fsV3E9F2mrEmQIUnJEstpHtVdqZKr7gg0dozsqNSpVwSb/LFyj6Rl1IiclPW0dgoyuq0V3iO5Qa5nT6dSR8iM1C40l+90Fx/yKfNdFYyyui8bUJcQUonYR7dxFxurFxuTwZMWaY5u4hUDgoKDop1544QXdfPPNOvfcc92DQ9tsNl1++eV6/vnnfRxd3UaNGqUlS5b4OoyWzeFwjVVYuL9GwdB0LEsjszcraNt9UtnR0+/HHHHi1MTY47fuxx248AKAhgkOr79no8MhleSeKCgWZNf8DCvIdvVuLD/mmuro4WiWdJkM0s5EV0/HqBQpup0U1e7442q3odFN317UQE7SulkdVuWV5elQySF30fBg8UFtLNmo2XNnK6csRyXWktPuJz40Xu2j2qt9pKtoWHW6Yvuo9koKT6KnIepkNBjqvI/WyWAwKCE8QQnhCRqQNKDW8lJrqQ6VHNLB0oN13h4uP6xKe6XrFOuivfU+T5ghTLPnzVZyRLKSwpOUGJ7ovq26HxMSQ09HtHp8c/up2NhYffHFF9qxY4e2bNkig8Ggnj17qmvXrme0v2XLlumf//yn1q1bp0OHDumzzz7TxIkTa6zz8ssv65///KdycnKUkZGhF1980d0TAV7gsLuuvFp00HX6YPEhqejQiV6GhdmuZXWc9mOUFFt9RnDkidMIq3r5tEk/MdHLEEBzMRpdxb/odnX3bpRcQy1U71F90o8mzuIcVw/FklzXpDouGFMlONJVWIxKPlFkjEyUIpNcva8jk1yPuYiM15CTBC6bw6aj5UeVV5anvPI85ZTmKLc0V4dKD7mnw2WH5azvzIdqo6jEhsSqXUQ7JUUkuQuGVcXDlMgUhZvDm6dRCCg1T3nmMx2nFmGOUNc2XdW1Td3fT1a7VTllOXUWGw+VHlJeWZ4q7BUqd5bXO4ZjlRBTiLvAWFVkjA+NV3xYvNqGtXVPMSExXLEaAYuCop/r1q2bO2FvzC8gpaWlysjI0K233qorr7yy1vIPPvhAU6dO1cyZMzV06FA999xzGjdunLZt26bExERJUr9+/WSz2Wptu2DBAqWkpJxxbAGhouh4gfCgVJwjFR90FQurFw5LciVPTukzmFx/IFcrGNojU7R2xyENvGCizPHprrEMSaoAtBShMa4pqXedi22VFVr81Qe6cEgvmcsO1/wMrfoRpuj4OI6WEteFZI7uOPVzGs3HC4yJJ6aI44XHyOOFx4jj8/lM9Qg5ScvhdDpVbC1WXqmrUJhXVvd0tOKoHE7HafdnNpqVHJGsdhHtXD12wpJ0eNdhjT1nrFJjUpUcnkzBEE2i+riJfEyjscwms/viLXVxOp3KL8vXJ99+orMGnqV8S75yy3KVV5an3NJc92fnscpjqrRXuk+7PpUgQ5DiQuNqFBqr7seHxatt6Il5keZIej2iRaGg6MfeeOMNPfvss9qxw/VHU7du3XTvvffq9ttvb/C+xo8fr/Hjx9e7/JlnntHkyZN1yy23SJJmzpypuXPnatasWXr44YclSZmZmQ1vRD0qKytVWVnpflxUVCRJslqtslrrH5jbU1X7aNS+nE6pskgqyZOhNE8qzZOhJE8qyZGhOEcqPiRD8SHXY0v9VyCssUuDUYpIlDPKdSqfMypZik6VM6b98dtU1x+5J532Y7ValZu3UNa4s6Qgs1THH1EtiVeOjx8JqPZYrTLXeBgAbVKAHSMFYHvsDlWaY2Vt21sym+tf0VJ64rO3+JDrs7gk98RndOlh12d2RYGrt3fxQdd0Gk6j+fgYkvFyhh2/DY+X3PfjpPC27mUKj5OCQutvj5ePjz8cZ3KSxvHWe8LpdKrMVqaj5Ud1pOKIjlac6F14pOyIu3h4uPywKuwVHu3TZDApPjReieGJSghLcBcN24W3c5/uFxcaV6OHjdVq1cL9CzWo7SD3afD+8D49UwH3mRpA7XHY7dXuOwKiTYF0fKTAa0+YIUxJpiQNSRji/nw7WaW9UofLD7s+b8sOK7c8V0fKj+ho+VEdrTgxFVQWyOa0uT6by/NO+9xmo1ltQtooNiRWsSGxahPqul817+THMSExMhtPkTepaY5PoBxrNB4FRT/1+OOP65lnntHdd9+tc889V5K0atUq3XfffcrKytJTTz3lteeyWCxat26dHnnkEfc8o9GoMWPGaNWqVV57nuqmT5+uJ598stb8BQsWKDzce79wL1y4sNY8k6NSIdZChVgLFWpz3YbYChVqLVSIrUAh1iL3fJPT8w9LiylcFeY21aZYlVd/HNxGFUExUvUu7w5JBccnHT0+Naw9LRnt8T+migpdWu3xvHnzfBZLUwiEY1Rd625PpKSurilErinOtcTosCrYVlTtM77o+Gf8yZ/5RTLby2RwWN2nW3vaL8BmDJElKEqVQVGymKJkCYqUJShSVlOELEGRSghpJ28dnrKyMu/s6AyRk3hPfe9xq9OqEmeJShwlKnGWqNhRXO9jqzzPTUINoYo2RCvaGK0oY5T7frQx2n0/whDhKhbaJZUcnyRVqlL7jv/X0Pa0VLTH/xQXVij9+P11P67Vob0/+zIcrwqE41Nda25P2+P/uRkkhUm2UJvKnGXuz/C6PttLnaUqdhSrUpWuMWs9LD5WCTWEKsIQoXBDuOvWGK5wQ7jCDGE1br/89kuFGcMa8ArUz9d5CfwHBUU/9corr+j111/X9ddf7553+eWXq2/fvrr77ru9mrwfOXJEdrtdSUlJNeYnJSVp69atHu9nzJgx2rBhg0pLS5WamqqPPvrI/YfHyR555BFNnTrV/bioqEhpaWm66KKLFB3d+AH3HZs+1+7V89W1XbRMZUeO91zJc/VcsZx+4PDqnCHRUmSinMdPjXNGJElRyTV7GUYmyxAcoTBJ3vmYrslqtWrhwoUaO3Zsvb+UtSS0x4+V1uxtO2HCBB8F4l0BdYxEe7z73OVSeb5UdlSGsnyp/KgMZUddF8Aqy5fBvez4vPJ8GRw2BTkqFWSpVLjlSJ37PRQzQP2uus8r7anqMecr5CSNU2wp1vqc9Vq2bpmSuySrwFpQoxfLkfIjHl3UpLrwoHD3WF0JYQlKCEtwjeMV5uplmBDumhcW1BRZCZ9B/i6Q2pN76MSP7UOHDFafHnWfqtqSBNLxkWiPt5TbylVQWaBjlcdUUHH8trLabUXNx4WVhXLKqQpnhSqcFTp6mo4pr4x6RUNThnolVl/nJfAfFBT9lNVq1aBBg2rNHzhwYJ1jBvmDRYsWebxuSEiIQkJCas03m81e+eB2ZL6lnoeWS4fqWSEo7MQg/jVuq+4nucfbMphdp7X5w2gW3np9/AXt8UMnxd/i23OSgDhG1dAerzypFB4txad7tn7VcBhlR6XSqsJjVbHRdSVrR+lR5ReFqa2X2uPrY0xO0jgHCw/qvhX3uR78Uv96ZqO59vhaoTUH948Pi1d8aLzfjFfIZ5B/C4T2VI/fbA5q8e2pLhCOT3W0p/HPFx0WrQ7q4NH6doddR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width=1300.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "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\">Degré de liberté <span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">0.001373291015625</span> trouvé en <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold; text-decoration: underline\">15</span><span style=\"color: #008080; text-decoration-color: #008080; text-decoration: underline\"> pas</span> pour avoir une puissance de <span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">0.008015976380943762</span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\"> W</span> sur B1\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Degré de liberté \u001b[1;31m0.001373291015625\u001b[0m trouvé en \u001b[1;4;36m15\u001b[0m\u001b[4;36m pas\u001b[0m pour avoir une puissance de \u001b[1;31m0.008015976380943762\u001b[0m\u001b[1;31m W\u001b[0m sur B1\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def compute_solutions(\n",
    "    model: Model, DOF: str, padding: float, nb: int = 10000\n",
    ") -> SeriesSolution:\n",
    "    return model.run(\n",
    "        Xaxis(\n",
    "            model.get(DOF).DC,\n",
    "            \"lin\",\n",
    "            model.get(DOF).DC - padding,\n",
    "            model.get(DOF).DC + padding,\n",
    "            nb,\n",
    "        )\n",
    "    )\n",
    "\n",
    "\n",
    "def display_ax(\n",
    "    ax: Axes,\n",
    "    solution: SeriesSolution,\n",
    "    model: Model,\n",
    "    DOF: str,\n",
    "    padding: float,\n",
    "    nb: int = 1000,\n",
    ") -> Axes:\n",
    "    x = linspace(model.get(DOF).DC - padding, model.get(DOF).DC + padding, nb + 1)\n",
    "    _ = ax.semilogy(x, solution[\"SR_p2\"], label=\"dark fringe\")\n",
    "    _ = ax.semilogy(x, solution[\"NE_p1\"], label=\"north cavity\")\n",
    "    _ = ax.semilogy(x, solution[\"WE_p1\"], label=\"west cavity\")\n",
    "    _ = ax.vlines(\n",
    "        [model.get(DOF).DC],\n",
    "        min(solution[\"SR_p2\"]),\n",
    "        max(solution[\"NE_p1\"]),\n",
    "        colors=\"red\",\n",
    "    )\n",
    "    _ = ax.set_ylabel(\"power (W)\")\n",
    "    ax.grid()\n",
    "    _ = ax.legend()\n",
    "    return ax\n",
    "\n",
    "\n",
    "class DisplayData(NamedTuple):\n",
    "    DOF: str\n",
    "    padding: float\n",
    "\n",
    "\n",
    "data: list[DisplayData] = [\n",
    "    DisplayData(\"NORTH_ARM\", 10),\n",
    "    DisplayData(\"WEST_ARM\", 10),\n",
    "    DisplayData(\"PRCL\", 10),\n",
    "    DisplayData(\"MICH\", 10),\n",
    "    DisplayData(\"DARM\", 10),\n",
    "    DisplayData(\"CARM\", 10),\n",
    "]\n",
    "\n",
    "Figure = figure(figsize=(13, 10))\n",
    "nb = int(1e4)\n",
    "\n",
    "for i in range(len(data)):\n",
    "    element: DisplayData = data[i]\n",
    "    ax = Figure.add_subplot(3, 2, i + 1)\n",
    "    solution = compute_solutions(model, element.DOF, element.padding, nb)\n",
    "    _ = display_ax(ax, solution, model, element.DOF, element.padding, nb).set_xlabel(\n",
    "        \"{} value\".format(element.DOF)\n",
    "    )\n",
    "show()\n",
    "\n",
    "solution = model.run(Noxaxis())\n",
    "result = solution[\"B1_DC\"]\n",
    "start, stop, nb = 0, 1, 0\n",
    "while (abs(result - C_DARK_FRINGE) > 1e-4) and (nb < 100):\n",
    "    nb += 1\n",
    "    temp = start + (stop - start) / 2\n",
    "\n",
    "    model.DARM.DC = temp\n",
    "    solution = model.run(Noxaxis())\n",
    "    result = solution[\"B1_DC\"]\n",
    "    if result > C_DARK_FRINGE:\n",
    "        stop = temp\n",
    "    else:\n",
    "        start = temp\n",
    "console.print(\n",
    "    \"Degré de liberté [result]{dof}[/result] trouvé en [strong]{nb} pas[/strong] pour avoir une puissance de [result]{result} W[/result] sur B1\".format(\n",
    "        nb=nb, dof=model.DARM.DC, result=result\n",
    "    )\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "66c9be03-cedc-4d07-acbd-3269f3143cd4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-style: italic\">             Puissances dans l'interferomètre              </span>\n",
       "┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃<span style=\"font-weight: bold\"> position                         </span>┃<span style=\"font-weight: bold\"> puissance (W)        </span>┃\n",
       "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Injection                        </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 25.0                 </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> PR                               </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 3.526957366614824    </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> cavité de recyclage de puissance </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 965.2142298520064    </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> cavité ouest                     </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 135235.08056145057   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> cavité nord                      </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 133170.67341367877   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> frange noire                     </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.012628969903008597 </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SNEB                             </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.597728289582246    </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SWEB                             </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.5814405064380573   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SDB1                             </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.012627189218252274 </span>│\n",
       "└──────────────────────────────────┴──────────────────────┘\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[3m             Puissances dans l'interferomètre              \u001b[0m\n",
       "┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mposition                        \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mpuissance (W)       \u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[37m \u001b[0m\u001b[37mInjection                       \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m25.0                \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mPR                              \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m3.526957366614824   \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mcavité de recyclage de puissance\u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m965.2142298520064   \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mcavité ouest                    \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m135235.08056145057  \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mcavité nord                     \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m133170.67341367877  \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mfrange noire                    \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.012628969903008597\u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSNEB                            \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.597728289582246   \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSWEB                            \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.5814405064380573  \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSDB1                            \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.012627189218252274\u001b[0m\u001b[36m \u001b[0m│\n",
       "└──────────────────────────────────┴──────────────────────┘\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\"><span style=\"font-style: italic\">       DOF dans l'interferomètre       </span>\n",
       "┏━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃<span style=\"font-weight: bold\"> nom        </span>┃<span style=\"font-weight: bold\"> valeur                 </span>┃\n",
       "┡━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Bras nord  </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> 6.715714902384208e-06  </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Bras ouest </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -5.857297778129577e-05 </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> PR         </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -44.94668032979971     </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SR         </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -135.14725573725798    </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> MICH       </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -89.79031939744974     </span>│\n",
       "└────────────┴────────────────────────┘\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[3m       DOF dans l'interferomètre       \u001b[0m\n",
       "┏━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mnom       \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mvaleur                \u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[37m \u001b[0m\u001b[37mBras nord \u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m6.715714902384208e-06 \u001b[0m\u001b[35m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mBras ouest\u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m-5.857297778129577e-05\u001b[0m\u001b[35m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mPR        \u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m-44.94668032979971    \u001b[0m\u001b[35m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSR        \u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m-135.14725573725798   \u001b[0m\u001b[35m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mMICH      \u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m-89.79031939744974    \u001b[0m\u001b[35m \u001b[0m│\n",
       "└────────────┴────────────────────────┘\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=\"font-weight: bold\"> nom                   </span>┃<span style=\"font-weight: bold\"> valeur                          </span>┃\n",
       "┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> FSR                   </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 49968.74091606107               </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Loss                  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.013848722846499961            </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Finesse               </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 450.5516190359727               </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> FWHM                  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 110.90569605093683              </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Storage time          </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.0028700950223295757           </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Pole                  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 55.45284802546841               </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Round trip length     </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 5999.6                          </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Waist size            </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [0.00968668 0.00968668]         </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Waist position        </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [-1363.71492094 -1363.71492094] </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Stability (m-factor)  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [0.7409226 0.7409226]           </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Stability (g-factor)  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [0.8704613 0.8704613]           </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Round trip gouy phase </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [317.81006617 317.81006617]     </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Mode separation       </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [5856.04964666 5856.04964666]   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Resolution            </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [52.80206387 52.80206387]       </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Stable                </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> True                            </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Critically stable     </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> False                           </span>│\n",
       "└───────────────────────┴─────────────────────────────────┘\n",
       "</pre>\n"
      ],
      "text/plain": [
       "┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mnom                  \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mvaleur                         \u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[37m \u001b[0m\u001b[37mFSR                  \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m49968.74091606107              \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mLoss                 \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.013848722846499961           \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mFinesse              \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m450.5516190359727              \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mFWHM                 \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m110.90569605093683             \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mStorage time         \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.0028700950223295757          \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mPole                 \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m55.45284802546841              \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mRound trip length    \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m5999.6                         \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mWaist size           \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[0.00968668 0.00968668]        \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mWaist position       \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[-1363.71492094 -1363.71492094]\u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mStability (m-factor) \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[0.7409226 0.7409226]          \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mStability (g-factor) \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[0.8704613 0.8704613]          \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mRound trip gouy phase\u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[317.81006617 317.81006617]    \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mMode separation      \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[5856.04964666 5856.04964666]  \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mResolution           \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[52.80206387 52.80206387]      \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mStable               \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36mTrue                           \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mCritically stable    \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36mFalse                          \u001b[0m\u001b[36m \u001b[0m│\n",
       "└───────────────────────┴─────────────────────────────────┘\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "solution = model.run(Noxaxis())\n",
    "console = Console()\n",
    "table = Table(title=\"Puissances dans l'interferomètre\")\n",
    "table.add_column(\"position\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"puissance (W)\", justify=\"left\", style=\"cyan\")\n",
    "\n",
    "table.add_row(\"Injection\", str(model.get(\"laser\").P.eval()))\n",
    "table.add_row(\"PR\", str(solution[\"PR_p1\"]))\n",
    "table.add_row(\"cavité de recyclage de puissance\", str(solution[\"PR_p2\"]))\n",
    "table.add_row(\"cavité ouest\", str(solution[\"WE_p1\"]))\n",
    "table.add_row(\"cavité nord\", str(solution[\"NE_p1\"]))\n",
    "table.add_row(\"frange noire\", str(solution[\"SR_p2\"]))\n",
    "table.add_row(\"SNEB\", str(solution[\"SNEB_DC\"]))\n",
    "table.add_row(\"SWEB\", str(solution[\"SWEB_DC\"]))\n",
    "table.add_row(\"SDB1\", str(solution[\"SDB1_DC\"]))\n",
    "\n",
    "console.print(table)\n",
    "\n",
    "table = Table(title=\"DOF dans l'interferomètre\")\n",
    "table.add_column(\"nom\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"valeur\", justify=\"left\", style=\"magenta\")\n",
    "\n",
    "table.add_row(\"Bras nord\", str(model.get(\"NORTH_ARM.DC\")))\n",
    "table.add_row(\"Bras ouest\", str(model.get(\"WEST_ARM.DC\")))\n",
    "table.add_row(\"PR\", str(model.get(\"PRCL.DC\")))\n",
    "table.add_row(\"SR\", str(model.get(\"SRCL.DC\")))\n",
    "table.add_row(\"MICH\", str(model.get(\"MICH.DC\")))\n",
    "\n",
    "console.print(table)\n",
    "\n",
    "console = Console(theme=theme)\n",
    "table = Table(title=\"\")\n",
    "table.add_column(\"nom\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"valeur\", justify=\"left\", style=\"cyan\")\n",
    "for i in range(1, model.west_arm.info_parameter_table().table.shape[0]):\n",
    "    table.add_row(\n",
    "        str(model.west_arm.info_parameter_table().table[i, 0]),\n",
    "        str(model.west_arm.info_parameter_table().table[i, 1]),\n",
    "    )\n",
    "console.print(table)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "7fde067a-52b7-4798-8bd6-0890e27f33e2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5659036aee164ef58455ef7aa84a0138",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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' width=1400.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "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\"><span style=\"font-weight: bold\">&lt;</span><span style=\"color: #ff00ff; text-decoration-color: #ff00ff; font-weight: bold\">SignalNode</span><span style=\"color: #000000; text-decoration-color: #000000\"> B1.DC.o @ </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0x7ed04247fee0</span><span style=\"font-weight: bold\">&gt;</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1m<\u001b[0m\u001b[1;95mSignalNode\u001b[0m\u001b[39m B1.DC.o @ \u001b[0m\u001b[1;36m0x7ed04247fee0\u001b[0m\u001b[1m>\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "ename": "KeyError",
     "evalue": "'B1.DC.o'",
     "output_type": "error",
     "traceback": [
      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
      "\u001b[31mKeyError\u001b[39m                                  Traceback (most recent call last)",
      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[18]\u001b[39m\u001b[32m, line 48\u001b[39m\n\u001b[32m     44\u001b[39m show()\n\u001b[32m     46\u001b[39m console.print(model.B1.DC.o)\n\u001b[32m---> \u001b[39m\u001b[32m48\u001b[39m solution = \u001b[43mmodel\u001b[49m\u001b[43m.\u001b[49m\u001b[43mrun\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m     49\u001b[39m \u001b[43m    \u001b[49m\u001b[43mFrequencyResponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43mgeomspace\u001b[49m\u001b[43m(\u001b[49m\u001b[32;43m5\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[32;43m10000\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mC_PRECISION\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mDARM\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mB1.DC\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m     50\u001b[39m \u001b[43m)\u001b[49m\n\u001b[32m     51\u001b[39m maximum_amplitude_step: \u001b[38;5;28mfloat\u001b[39m = \u001b[38;5;28mmax\u001b[39m(\u001b[38;5;28mabs\u001b[39m(diff(angle(solution[\u001b[33m\"\u001b[39m\u001b[33mB1.DC\u001b[39m\u001b[33m\"\u001b[39m, \u001b[33m\"\u001b[39m\u001b[33mDARM\u001b[39m\u001b[33m\"\u001b[39m]))))\n\u001b[32m     52\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m     53\u001b[39m \u001b[33;03mpole_index = round(\u001b[39;00m\n\u001b[32m     54\u001b[39m \u001b[33;03m    mean(\u001b[39;00m\n\u001b[32m   (...)\u001b[39m\u001b[32m     64\u001b[39m \u001b[33;03m)\u001b[39;00m\n\u001b[32m     65\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/finesse/model.py:108\u001b[39m, in \u001b[36mlocked_when_built.<locals>.wrapper\u001b[39m\u001b[34m(self, *args, **kwargs)\u001b[39m\n\u001b[32m    104\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.is_built:\n\u001b[32m    105\u001b[39m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m(\n\u001b[32m    106\u001b[39m         \u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mModel has been built for a simulation, cannot use \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mfunc\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m here\u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m    107\u001b[39m     )\n\u001b[32m--> \u001b[39m\u001b[32m108\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/finesse/model.py:3277\u001b[39m, in \u001b[36mModel.run\u001b[39m\u001b[34m(self, analysis, return_state, progress_bar, simulation_type, simulation_options)\u001b[39m\n\u001b[32m   3274\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m   3275\u001b[39m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mCannot handle analysis input `\u001b[39m\u001b[38;5;132;01m{\u001b[39;00manalysis\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m`\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m-> \u001b[39m\u001b[32m3277\u001b[39m rtn = \u001b[43m_analysis\u001b[49m\u001b[43m.\u001b[49m\u001b[43m_run\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m   3278\u001b[39m \u001b[43m    \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[32m   3279\u001b[39m \u001b[43m    \u001b[49m\u001b[43mreturn_state\u001b[49m\u001b[43m=\u001b[49m\u001b[43mreturn_state\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   3280\u001b[39m \u001b[43m    \u001b[49m\u001b[43mprogress_bar\u001b[49m\u001b[43m=\u001b[49m\u001b[43mprogress_bar\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   3281\u001b[39m \u001b[43m    \u001b[49m\u001b[43msimulation_type\u001b[49m\u001b[43m=\u001b[49m\u001b[43msimulation_type\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   3282\u001b[39m \u001b[43m    \u001b[49m\u001b[43msimulation_options\u001b[49m\u001b[43m=\u001b[49m\u001b[43msimulation_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m   3283\u001b[39m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m   3285\u001b[39m \u001b[38;5;28mself\u001b[39m.analysis = curr_analysis\n\u001b[32m   3287\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m return_state:\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/finesse/analysis/actions/base.py:239\u001b[39m, in \u001b[36mAction._run\u001b[39m\u001b[34m(self, model, return_state, progress_bar, simulation_type, simulation_options)\u001b[39m\n\u001b[32m    236\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m    237\u001b[39m     action = \u001b[38;5;28mself\u001b[39m\n\u001b[32m--> \u001b[39m\u001b[32m239\u001b[39m result = \u001b[43mstate\u001b[49m\u001b[43m.\u001b[49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[43maction\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    241\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mtype\u001b[39m(result) \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28mtuple\u001b[39m:\n\u001b[32m    242\u001b[39m     sol = BaseSolution(\u001b[33m\"\u001b[39m\u001b[33mroot\u001b[39m\u001b[33m\"\u001b[39m)\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/finesse/analysis/actions/base.py:105\u001b[39m, in \u001b[36mAnalysisState.apply\u001b[39m\u001b[34m(self, action)\u001b[39m\n\u001b[32m    103\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mapply\u001b[39m(\u001b[38;5;28mself\u001b[39m, action):\n\u001b[32m    104\u001b[39m     start = time.time_ns()\n\u001b[32m--> \u001b[39m\u001b[32m105\u001b[39m     sol = \u001b[43maction\u001b[49m\u001b[43m.\u001b[49m\u001b[43m_do\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[32m    106\u001b[39m     \u001b[38;5;28;01mif\u001b[39;00m sol \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m    107\u001b[39m         \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(sol, BaseSolution):\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/finesse/analysis/actions/series.py:70\u001b[39m, in \u001b[36mSeries._do\u001b[39m\u001b[34m(self, state)\u001b[39m\n\u001b[32m     68\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m action \u001b[38;5;129;01min\u001b[39;00m pbar:\n\u001b[32m     69\u001b[39m     pbar.set_description_str(\u001b[38;5;28mself\u001b[39m.name)\n\u001b[32m---> \u001b[39m\u001b[32m70\u001b[39m     next_sol = \u001b[43mstate\u001b[49m\u001b[43m.\u001b[49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[43maction\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m     71\u001b[39m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.flatten \u001b[38;5;129;01mand\u001b[39;00m next_sol \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m     72\u001b[39m         first.add(next_sol)\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/finesse/analysis/actions/base.py:105\u001b[39m, in \u001b[36mAnalysisState.apply\u001b[39m\u001b[34m(self, action)\u001b[39m\n\u001b[32m    103\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mapply\u001b[39m(\u001b[38;5;28mself\u001b[39m, action):\n\u001b[32m    104\u001b[39m     start = time.time_ns()\n\u001b[32m--> \u001b[39m\u001b[32m105\u001b[39m     sol = \u001b[43maction\u001b[49m\u001b[43m.\u001b[49m\u001b[43m_do\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[32m    106\u001b[39m     \u001b[38;5;28;01mif\u001b[39;00m sol \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m    107\u001b[39m         \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(sol, BaseSolution):\n",
      "\u001b[36mFile \u001b[39m\u001b[32m~/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/finesse/analysis/actions/lti.py:442\u001b[39m, in \u001b[36mFrequencyResponse._do\u001b[39m\u001b[34m(self, state, fsig_independant_outputs, fsig_dependant_outputs)\u001b[39m\n\u001b[32m    439\u001b[39m         \u001b[38;5;28;01mif\u001b[39;00m node.type \u001b[38;5;129;01mis\u001b[39;00m NodeType.MECHANICAL:\n\u001b[32m    440\u001b[39m             output_scaling[i] *= state.sim.model_settings.x_scale\n\u001b[32m--> \u001b[39m\u001b[32m442\u001b[39m         output_node_indices[i] = \u001b[43mstate\u001b[49m\u001b[43m.\u001b[49m\u001b[43msim\u001b[49m\u001b[43m.\u001b[49m\u001b[43msignal\u001b[49m\u001b[43m.\u001b[49m\u001b[43mnode_id\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnode\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m    444\u001b[39m sol = FrequencyResponseSolution(\u001b[38;5;28mself\u001b[39m.name)\n\u001b[32m    445\u001b[39m sol.f = \u001b[38;5;28mself\u001b[39m.f\n",
      "\u001b[36mFile \u001b[39m\u001b[32msrc/finesse/simulations/basesolver.pyx:321\u001b[39m, in \u001b[36mfinesse.simulations.basesolver.BaseSolver.node_id\u001b[39m\u001b[34m()\u001b[39m\n",
      "\u001b[36mFile \u001b[39m\u001b[32msrc/finesse/simulations/basesolver.pyx:325\u001b[39m, in \u001b[36mfinesse.simulations.basesolver.BaseSolver.node_id\u001b[39m\u001b[34m()\u001b[39m\n",
      "\u001b[31mKeyError\u001b[39m: 'B1.DC.o'"
     ]
    }
   ],
   "source": [
    "def get_QNLS(\n",
    "    model: Model, start: int = 5, stop: int = 1000, nb: int = 100\n",
    ") -> SeriesSolution:\n",
    "    new_model = model.deepcopy()\n",
    "    new_model.fsig.f = 1\n",
    "    new_model.add(SignalGenerator(\"darmx\", new_model.space_NI_NE.h, 1, 0))\n",
    "    new_model.add(SignalGenerator(\"darmy\", new_model.space_WI_WE.h, 1, 180))\n",
    "    new_model.add(QuantumNoiseDetector(\"NSR_with_RP\", new_model.SR.p2.o, True))\n",
    "    return new_model.run(Xaxis(new_model.get(\"fsig.f\"), \"log\", start, stop, nb))\n",
    "\n",
    "\n",
    "model._settings.phase_config.zero_k00 = False\n",
    "\n",
    "solution = get_QNLS(model, 5, 5000, C_PRECISION)\n",
    "\n",
    "\n",
    "def dumb_parse(value: str = \"\"):\n",
    "    regex = re.compile(\"\\\\((\\\\d+\\\\.\\\\d+e[+-]\\\\d{2})([+-]\\\\d+\\\\.\\\\d+e[+-]\\\\d{2})j\\\\)\")\n",
    "    result = re.search(regex, value)\n",
    "    if result:\n",
    "        return float(result.groups()[0]) + 1j * float(result.groups()[1])\n",
    "    raise Exception(value)\n",
    "\n",
    "\n",
    "QNLS = load(\"sensitivities/finesse-virgo.npy\")\n",
    "current_O4_sensitivity_ASD = loadtxt(\"sensitivities/O4_nominal_reference.txt\")\n",
    "\n",
    "Figure = figure(figsize=(14, 5))\n",
    "_ = Figure.gca().loglog(\n",
    "    solution.x1, abs(solution[\"NSR_with_RP\"]), label=\"this lock process\"\n",
    ")\n",
    "_ = Figure.gca().loglog(\n",
    "    QNLS[0],\n",
    "    QNLS[1],\n",
    "    label=\"packaged lock process\",\n",
    ")\n",
    "_ = Figure.gca().loglog(\n",
    "    current_O4_sensitivity_ASD[0],\n",
    "    abs(current_O4_sensitivity_ASD[1]),\n",
    "    label=\"current nominal sensitivity during O4\",\n",
    ")\n",
    "_ = Figure.gca().legend()\n",
    "Figure.gca().grid(True, \"both\", \"both\")\n",
    "show()\n",
    "\n",
    "console.print(model.B1.DC.o)\n",
    "\n",
    "solution = model.run(\n",
    "    FrequencyResponse(geomspace(5, 10000, C_PRECISION), [\"DARM\"], [\"B1.DC\"])\n",
    ")\n",
    "maximum_amplitude_step: float = max(abs(diff(angle(solution[\"B1.DC\", \"DARM\"]))))\n",
    "\"\"\"\n",
    "pole_index = round(\n",
    "    mean(\n",
    "        where(\n",
    "            abs(angle(solution[\"B1.I\", \"DARM\"]) + pi / 4) < maximum_amplitude_step * 2\n",
    "        )\n",
    "    )\n",
    ")  # find the index where the curve is the closest to -45°\n",
    "console.print(\n",
    "    \"Le [strong]pôle[/strong] de la fonction de transfert [strong]DARM[/strong] est à [result]{:.1f}[/result] Hz\".format(\n",
    "        solution.f[pole_index]\n",
    "    )\n",
    ")\n",
    "\"\"\"\n",
    "\n",
    "table = Table(title=\"Position des différents miroirs\")\n",
    "table.add_column(\"miroir\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"offset (°)\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"offset (m)\", justify=\"left\", style=\"white\")\n",
    "\n",
    "for name in [\n",
    "    \"NE\",\n",
    "    \"NE_AR\",\n",
    "    \"NI\",\n",
    "    \"NI_AR\",\n",
    "    \"WE\",\n",
    "    \"WE_AR\",\n",
    "    \"WI\",\n",
    "    \"WI_AR\",\n",
    "    \"PR\",\n",
    "    \"PR_AR\",\n",
    "    \"SR\",\n",
    "    \"SR_AR\",\n",
    "]:\n",
    "    element: Mirror = model.get(name)\n",
    "    table.add_row(\n",
    "        str(element.name),\n",
    "        str(element.phi.eval()),\n",
    "        str(element.phi.eval() * model.lambda0 / 180),\n",
    "    )\n",
    "\n",
    "console.print(table)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd5ff122-8d97-43f2-982a-084ee984b827",
   "metadata": {},
   "source": [
    "## Observation des modes d'ordres supérieurs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "99dbfa5a-df5c-4d48-ae76-546b7bae7092",
   "metadata": {},
   "outputs": [],
   "source": [
    "modes: list[Mode] = []\n",
    "for mode_int in model.modes():\n",
    "    name_PD = \"B1_power_{}_{}\".format(*mode_int)\n",
    "    name_CCD = \"B1_CCD_{}_{}\".format(*mode_int)\n",
    "    temp_mode = Mode(\n",
    "        CCD=model.add(CCD(name_CCD, model.SDB1.p2.o, 3, 3, 1000)),\n",
    "        PD=model.add(PowerDetector(name_PD, model.SDB1.p2.o)),\n",
    "        mode=list(mode_int),\n",
    "    )\n",
    "    temp_modes = [list(mode) for mode in model.modes()]\n",
    "    temp_modes.remove(list(temp_mode.mode))\n",
    "    temp_mode.CCD.select_mask(temp_modes)\n",
    "    temp_mode.PD.select_mask(temp_modes)\n",
    "    modes.append(temp_mode)\n",
    "    \n",
    "result = model.run(Noxaxis())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "14d5e48d-81b5-48ad-9391-70e0fc471779",
   "metadata": {},
   "outputs": [],
   "source": [
    "table = Table()\n",
    "table.add_column(\"Mode\")\n",
    "table.add_column(\"Power (W)\")\n",
    "\n",
    "outputs: list[str] = []\n",
    "for mode in modes:\n",
    "    table.add_row(\"{}, {}\".format(*mode.mode), \"{}\".format(result[mode.PD.name]))\n",
    "\n",
    "console.print(table)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "21dcce8c-f8a2-49f2-bd35-3fe426c7af68",
   "metadata": {},
   "outputs": [],
   "source": [
    "result.plot()\n",
    "show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "45462521-25f9-49fe-915d-e79fe4d3cb42",
   "metadata": {},
   "outputs": [],
   "source": [
    "image = zeros(result[modes[0].CCD.name].shape)\n",
    "for mode in modes:\n",
    "    image += result[mode.CCD.name]\n",
    "Figure = figure(figsize=(7, 7))\n",
    "mappable = Figure.gca().imshow(image)\n",
    "Figure.colorbar(mappable)\n",
    "show()\n",
    "Figure = figure(figsize=(7, 7))\n",
    "mappable = Figure.gca().imshow(result[modes[0].CCD.name])\n",
    "Figure.colorbar(mappable)\n",
    "show()\n",
    "Figure = figure(figsize=(7, 7))\n",
    "mappable = Figure.gca().imshow(result[modes[5].CCD.name])\n",
    "Figure.colorbar(mappable)\n",
    "show()\n",
    "Figure = figure(figsize=(7, 7))\n",
    "mappable = Figure.gca().imshow(result[modes[1].CCD.name])\n",
    "Figure.colorbar(mappable)\n",
    "show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5c015842-a3a0-4f45-9a29-29d53f71212a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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